diff --git a/docs/theory.rst b/docs/theory.rst index 3a16614..3ff10d1 100644 --- a/docs/theory.rst +++ b/docs/theory.rst @@ -7,7 +7,7 @@ For a more detailed treatment, see `Grooms et al. (2021)
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0.48202775, 0.51762493, ..., 0.48126411,\n", - " 0.84300516, 0.71309106],\n", - " [0.67031955, 0.83303859, 0.16735166, ..., 0.39426699,\n", - " 0.75678361, 0.62240662],\n", - " [0.90826246, 0.94675773, 0.9594789 , ..., 0.00124644,\n", - " 0.27999418, 0.38233597]]])\n", + " [0.86026637, 0.81696272, 0.59197368, ..., 0.30807527,\n", + " 0.37791543, 0.59068587],\n", + " [0.59863705, 0.4032838 , 0.08840804, ..., 0.8285281 ,\n", + " 0.85719792, 0.65468291],\n", + " [0.37486887, 0.83663067, 0.691618 , ..., 0.33628028,\n", + " 0.93787455, 0.64841767]]])\n", "Dimensions without coordinates: time, y, x" ] }, @@ -539,7 +539,7 @@ "metadata": {}, "source": [ "To make things a bit more interesting, we will create a \"land mask\"; a binary array representing topography in our made-up ocean.\n", - "The convention is here that the array is 1 in the ocean (\"wet points\") and 0 in the land (\"dry points\")." + "The convention here is that the array is 1 in the ocean (\"wet points\") and 0 in the land (\"dry points\")." ] }, { @@ -550,7 +550,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 3, @@ -559,7 +559,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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      " ] @@ -593,7 +593,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -602,7 +602,7 @@ }, { "data": { - "image/png": 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+e1EUG/wtOqdebaX4/I7Dn5I1dUr6m8/3f0u1y6Waaqqp5k8iIqL/FzaC/61dLpk6EyY3f8yKuYepe3oOisxiWs17yy/vH9DaqJiEWcE0uTmXzOYGJiX0YsK3CMSMLAJMMwgwzaCoTiWKIpFSg5J7qQHcONeM0y/P4/xIANFAaJIrAw/M50jdI5gn6Lk/fz3zZp7H/aaeNg/ncLckgKsN9uGx9hOu97U8b7aLnoFf6Bn4hT77F5Lx0QGfjnG0ezWdVWPHsPZFVxoM/oze1AgX/0wUJQZsjoeiDSojrbUFVq8UjGv+DI9lkUgx8KW3C81mhrBu7GH6fppA308TmGD+nWdHGuC7SYuTrBydCqLmeOBwJY5X2xoC8PBYY0RPJ67XOsKZ1AZIMpWszWpNB9sIuoSNQts/n76On1CUGOhlnI/tBxHbDyKxOTaElzrhNzMUQQRRKuLwRkQtqaTioj3X56xj05T9XO/ThJcn65G635vQdDcUiTm8HbCJ/FJj8oKkLJo3DWmpBJNR5awPvMD6wAuYxxmwiDawdOlEBD0YR2QjrYSy+p4E14tnZ/wz5K3ysL5qTMREcyrtTPGemcG8S+fpsXsRexdso97eMJauHo+tRQlbW59ia+tT2N6IRpmgwHq7Cdea+5Kdr8bmiRHz3O6Rs9+UEXavyGwk5UZOHeTF0Ng1kejWRylxEQiLd+HlxTqszKlN9EgP2kyeiPN1KbcTArmdEEhGpC2Lk3uT2h6UhQYk9YIZ3uMJ8hKRJ703ILltRW6QDKmdDc3C+tM9qiv5AQJ+h/Oop9RS790o/I4WM+7QTHZHtqLY16yqeYss+DaAxMFOmJ4oxetSORXlcgyiwPUtm8lv5ozL40riBtvgsriSJk8yMRIq8bxchP/yYvKCJKQnWyEvqiB6kR9prc1pPOITjUd8wn3wV4bOmo+RoGNk1BDaPozD5R7krPJAyM7n+Ln2HF3bg/Q+nuQGyelvHcLDkmBeZnvR+XkCdj2T8V3ykUdl3rReN49pTx8jrQBpBWRnm7N31nb85ybT5KdpJE/SYbC3RFNHg7wI6nonEzbQh4qJeZR4mSG1qsSzRSI35rVnQPgIygwCK64dQ28ErmcSWX1mIKvPDEQqGFBkFVP/1FxSh/rgvziLT5Xl6DtkE9dPjbNJEfF9jPlp8Hg0vhVo1fAfOvXH345he/E76c0kTNx4EfvFcST2hEltRjKpzUgyJtTBYKLH+n78303vGBD/VPtnUG2hV1NNNdX8SURA/09S1n+Gf2sLPa/AlDN7OzL7+hhkpQLJPex4v7AettJyQiuUNO3xGaFCQsDOfNK2e/PzyRHsD7/Dg/UteLC+Bb57tcxYfY51D3pwtMZRlPnQP3Ig2vG5CL4efG61D5uvepaMnASiyNrsVvQwSUL1LQ0Pl2x2H+1Jnx0LKepZi5T2cppdWEBUb3uietujq1mK7/YkEvKtWFz7Lq23v0aQG8joqUKiqcBohQUp7QQkXu54j/hCcYCOvGaVHL/elpdParD2bi+MTlZS0ySFDbNHYr3VBOutJiTqwOZLOQaFlEn1+mBVK5v3wzYTu82OrBY6nF6WYRWu5cC1fYRU2JCUZY28SOBVhicHjnXFdLM5zupCTi/tjjJfS81DMzG7/AGzyx9w3KvkblwA62NfUuQuxeusSFobkflN+iGtFBk3ejYbRgzD7mgWWjMo9BYwUVYSP8qVQRFDKM4zRmcM0nIDK/qcxf1aAZPOT2bS+cnkBUlIaydyZs16RCl0uvYJt8s5FHnI8VFnM3DtQoxOW1LQr4Sj3fcyfN8tdKcVLPtxPPbtUxi7dxZnXjTh0NJNzPO+z+zbI5l9eyTb3l/FJB2cVsQQ9VMAXtsN5A1R4yvPRynXcTG3IXbvDbz95MP6KQd5ERJI/eVTeTV9E4GLktk+eQ/vmpoR9ZMJ/dfeRWsiwWVILC5DYpE5aMhrnouoNKCOKiJmqBmBRml4TY+g9Z15FLtV+Wuj5nqg2mhBf4cPmCZDxAI1tZ5O5mGDfUhKK9g7djcOa+Wor31Afe0DtqHgNDYbeTGUDJKT3kSF/4J0Eh+7M6Jxf9QJGkSJwJlRm8mvZ8ONza2Z93AY164dpaCODQdG7sTrvIEfzpzE5ZEOgwz6WL+nj/V7enzLRZmvZezn0aS8cOXE/k7U+ukTBVOLKWzphefRJKy+FlPQoBKnZ0X4yvN5Mb0xZcedOBDVDMXQcg7EPOBQUjPGTL7NlnFDqOhYSEXHQtBI+S2gOTPfPMfQP4+JwS9J6WjObw2uUeqt43OKExFLzbHqm4hZSApiphFFFUYUuctJSbah8/V5jAwdh937cva9PsvPQ6qa1c9yKu3UOD/Xo1cApsZcK6pL/vAGjO9xn9gDfvhuS8R2SxIm35R4Hk7CJFSF/e4QNsd3IOrXQGSlAilaK0zl5Ygykd2Pj7P78XGc7mbxqOsmjM///YKU/8oW+r91UFTp4SK2ODwIU3klB7wuM8KvA7qGASRO1dPQLYmCnhLiZvljlAvmPdMw+tmM6OkyQtvtBKDJ0fn47E6k/4P3bN3bD6c9H4k/6ovbdimxA5QYp0m4P2M9bd5MRZdsgl2IyIilN9m/uycm6QZyBpdxs/FuTAQYX78PFTXdaLSxKjh29XxzGvX8StLPfiR2lSPRCujsK3G7KCF7bBkH6x1l2O1pIAASkcCf44jY6IYkU8mZgdsIK3elg3EM40fOYtex7cxpNwIAqxP5VOplxBVaUf7EBgRweViEKBWotfcbX5ob8fPXl8xaP505c84zwDSVDvNnkd5KJGBPEWJELDGr6yMrEdCaiRjkIj7nKgDIqaXC8XoSsRutcLfOQyYxYKMsJaNpIU3CdJy/0IpWPT/x+H4dpOXQptcHvqypg2lMEZKCYip87DBIBRJ6SVHYaQh2zCDurA9Qpfie/LiJMlFPs2vzcHwmkN5KxMErF8vpOqJWWmIcosKpVyIjnN6w+6eB7N24mVFr5lPsBhIt2L+vCnx1WP2ceI01AE9f1qR18y+UaI348NoXg0IkYH0yiSPdcXypIa2lCstIAyUjCzFTldPf+RMHjnUlbPZOSgwVNNk7j3I7A/u7HWCddw0A0uc3A8A4W+Tx71vp8GUoT2qeo967UZipysnKMyPIOZ24m14o88FySDKZt11x3PiGQ0nPGN93KlHTlUjy5PieKMRhdwomsgpenKhfdd92zKa1Uyw3YoMRv6mxiBbJDxCodNRi9llOmQMYjESu9ttEv5Pz0RsbuNp3Mwu7jCZqojWB9RJIvuKJ/dY3xJ6ojcq4EtV1MwDyaomo0iVYRejRGguIUoGAGd/IKTdhjut9FmydhOPDHJJ62VAWUEHgrzmUBdqRNFTP0kY3+e1ZbwS5AW+3TBKzrfCdmcqwFx8BeJAfzIcMF0pLlfj/Wki5hxWyhx9oHlbOrZRgLPskEn8iAI+NkNrKlIr6VbnggwM+cCMpGPvlcnLrqMmraUA017Gk8S0A1n7ozNDgUF4tbIwoEcibVkJpmZKRwe94282TqDluvBuyiR7z5zJt+XlOdW5BvStxXD3RkqdzNlL/8lwCt2QS+7savV6C0UdjzkzfCMDdkmBsZcWUG+RMCXj2Nwcpa9dWiLdv/bn0cmeX9P/2oOg/zEIXBOGQIAhZgiB8/Ytj6wVBiBAE4bMgCJcFQbD4i8+WCIIQIwhCpCAInf9R46qmmmqq+f+LiIj+T7Z/Bv8wC10QhFZACXBMFMUafxzrBDwSRVEnCMJaAFEUFwuCEAScBhoBTsADwE8U/3oyp9LdVZx5rRnvF9bDKC4HJBIS1hrjZ5uNo6qQz+vqUOwq4d38bfQaMB5pgYbosdbY1coCoJFtIh5GuYww/8bhglo8zvFjovMz5r0cgvdhA1MOXOBtiQ8v1zYiu66AvEhA41uBsVk57lOyMDjbUuRvxtJVh9nesh26E1KiE6pSmloHRfHkcwDzWtyljXEkA07OQ2utQ6LWojKuZJL/C/Ye747OGDwvFTDw9CMO/dwHkxQNjfZ84MS7pgSty6EkyAbTtwmE/+YBwKvumxk6cQ65wXJ+n3qYRYfHUu5fjrG6ghG+77iaXJtXtS/yY1Ytwvp4kDDCGaFeIZYn1agyy8mpbYzj3QyKatmiyq5k3pFTzDk5HgDnZ5XcObqX3v6t6RsSx5HfeiEfn0H+TSdGTrjHuU0dMY+tIC/IiGJ38PrpLWW33Uj75oBZjMDxRRuZ338SMXNleO8wkNHUhOKaVaUXLrXdyZCQiVhfNKZiRD7aB9a4XE4mracrjke/IJiaUHxURfZrR9xulyJLziatrweOT/OIXqLCZ20Fae0sKPYy4F8jmcgoZwB+bn2Ns4FOVHRvQFJ/A3V9ksjWmDDO7RXXs2vz+bU38lKBO+PX0eHUIrwbJ3LT/wa1tk+nzFlP4Po0wn+zw+6RgmJXgdZ9PvAmo+q7Hu31lgNHurJr6m7O5jXi3oP6aG20zGn6gGM7umKUZyC7joR+XV5x7mMDTCw1OPULZ0P8K4bvmIdllI7Ba25jJStlw8YhDJx5H4BTMQ0xOWuGRAtnN29gYs0e5J60xWZiCXntPMipDcM6PUctLefIiU6U19CAAPIYFVpzA8PbvuDkg5b83P0Sqz52xWdcJL0/JAOw43gvXNaFMCfyM9Oej4ASGYHr05j44DGLLo1EViqgbpyNl0Ue5XoZYV89CFyZBHo9SXtscZtTRINr8cyxDkErGhjdexJZjatSIj2GxZCtMWGd7wWWxvUh7bErS0edIbHSmhc5PvSyD+NSHTeiDwUii62q5VC7XRTRp/0oaFiJWCmhRc0oXr8OxPK7gGCo0j22dxP5vqzqevpP/YTUyoJ69zJoow5nU9suZHRzw+q7BkVqAesenUIt6PlQ4cAPp0dR6VpJXOeDRGtLkP9RSqBH6GTUF6tmLI3mvud7oT0OxsWcanLgb7aYa9WSi9f+pIXu6ZrxP8dCF0XxGZD3vxy7J4qi7o+3bwCXP173Bs6IolghimI8EEOVcq+mmmqq+ZehaqXon2v/DP6ZQdFxwO0/XjsDyX/xWcofx/4/CIIwSRCEUEEQQs10mbz7pQE7D24Dg8iVp+cZH/CKymEyXh+th+mlEFyORtJz8ARk+WWMvXoPy3Do7BROZ6dwTKUV3JjelhYHF+CuyCE2y4b9zZvieFuG5OkHFr/rz4XPdSnwluD8WIdps2z8JnxGEABTEwxKOUfWbmTziCGEr3SG9mn4HNbjc1hPegsNKisNxzZ1Z+Ivc7H6LhIckIxarUFx15zrk9rifjkb75YJpPwisOZqX+QaAxW2Sh6vbI6TWy4VrpYIBhj4NIzAdVkErsviVqk3RtkanB8VcC67ESZpIvfabKesWMmdBW3I/mZL24kTAQhf5MCViesxvm5GkauE+D4qOkx4w7Q7t9GaSMitoeJkVlP69HxFn56vkD38wIL0pgjmZuzd3AeL+9GUa+XoVRBe6oC8VESRWoCkEiReJZT0a4jJD8b4b03j7KL1+MjkZDZV83P9W4w6coNSF5GGvgk09E1g7Ka5OFsWYPEpl9m+j3A5F09pTUee/rCJRWEviZviRWq4PaIA0SONwFiFOkVPQc0q3/qvV47zbsE2NnU5Qfk6J7a3P8729sdxledi89KcSrUEv90VfPrgheJ3K7wVWXyMcufQgD306POGg/lN0KsMMN+CmrumU2Et4uGfQdIgV5wd8zFJ0zJ+2B0clEXkZ6jJz1BzaH9XnNa/Yk3bHsRM8UPnUEkt32R23O6Cx7AYFEV6TJPhwre6BC7LwOiGOdpO9VkU35/fpxymwlzK1WBb2qmSsR+awLMeQTzrEURLl1jK7CQM/O0udhIVpa39yc40J2GcJ9ldy3F5pCM0343rP7ajLKACQ6UUT4ccZGXgFJTJucut8LxWwfLHffil3k0yJtRl/9Ze7N/aizL/CqI31mfN7NFYP1eCBBKHubL43Ch+6H2ZRxPXc6LGEVI3+FAxwwrTOCn6zCwMTja0dImFSi3X97ai8Yn5GAsyshqZU6mGSjVE3PGhrFKBVpQh65GDvlYJy84MoURnxBGfi5yf1Jm8S6547hNo3vkzkqBiPj/wY+28/XQICkeZKaOo0gj7tyKHft5Ebm2R3NoikpMiRqlyVElyYo7WIHamL8HGqWxq3Zn4MW7YDU4kP1DFsgfnmfDjPLQI/HxoFN57E/Ddq6Vbx4F0P7WQnu8nM3nIDNyt8qkwF6gwF2hhFkVsoj3THR7+ndSWgP5Ptn8G/xSFLgjCT4AOOPkfh/43Yv9bX5AoivtEUWwgimIDndoCZU4F/UImM+TuK5oun8npTV24+a4q2GJoVovY2f5cPbsPsvM40q0dveY+4fL+Nlze34bQxiaUOSiocNDhpcjGc60Bs8sGDHIBl7emkK0k8IdUeg54xb2De7AZW8Cy6Df09PyK65ksoqfImBXYEUm5lhmNH5F0Phjp+0ik7yPJmtSQ9XUucGfZBnJqg+m4FKKfezLP/yHbFu1ElEnI2iiQdtEDxV1zvC6Vkj66nGJnGdn1qi6L8msiYzZcZWdsa4r3CBTvEfhS6sLkM1dIbWdB1I4gJi66yqyGfRG1UvptuodxmoDH0gg+Nlbhdlukx4mF2N6IxuVONt+H7uDS48Ys+DSAwt4l2Hws5SenW5hKKzCVVlB8y4u7cQHMe3YP++txRPziyw++t3E/lUzGYGsKBpXQ6soXVIPT2VL/LOqYIkS5lPymjnyudMSAgTJHWHW9H96KLGZ3uUVonBuhcW443c2ioXUSsStUPC/0o7S+K8axBdS5PIcZ+6cgKwNRLvJw7Dqa14skarkaWZmeogFFBA2IZNbyGQRen8aCtwPRzCxg3byRrJs3EiNBx/fTgWQ1EMhopsb/QAEaezmLf57CpfY7mLltKhe/1uHFgiYErI4jsac57tu/YfMRCq4449ItEc1FB4zCEvhY5MYYi3cE/ZJM0C/JaM1BojSiz533+O+JRJIrRzdZTcfWHykfqSK9qZy18/dT0y0NBAG7B8molqSy0vMKK5eNQVFiQPLIkb4L51PTPA1KS6G0lIiFNbB/V8qFpZ1oGDoC0zfx2D6Vc3D8djz3QkpbGUw2JrWdBP/J33jTcSuZt1yx7ZBKV8fvXBi7kQorOYEbs9mwZyDFjTU43ErC4VYSixrdxfKbhJxaMoq7lGD3RoJZggGr7yLbd/ZjS05zBmxZiGAArZUKo1yRkd8TiJ6v5M7XGuR09kQwgHFgPtvza2GapuP4tM0cn7YZRREoT1jy85yJXIp5yvb6p5nQ7x639rak4+oFDNl/m7xwGwxLc5hj/4Bd9U7i1SaBX5dOILnUgq7d3hH9yAuticCUxXMQTfWIpnra2kZSo0M0Ej24HpfhfquU42lNMGRlc3bcJoReRZRbwo2iOhT4CUwZNROj5rlUetvjsjWW1I42vB25Edfxaciyi2GQlvw6OvLr6FhycyguLrlYS8r/LrpLBLSi8KfaP4P/9jx0QRBGAz2A9uL/68BPAVz/QswFSPvvHls11VRTzV+jKg/9n6Os/wz/0LRFQRA8gBt/ERTtAmwCWouimP0XcsHAKf7foOhDwPe/Coqay+1Epx+WUKtbJF9u+uO+N5LiVj4Yp2lI7miKXgkjej/mfFxdSoqN8B0TBnWDmHP2HABbhg5CWJtH9Ec3PK5XYlBIuHhwG8O820KAFyXryjkeeIyhPy5k3E9X+f1ZDxwfSTCbkozYMQufNxJ8VVnsPdcVvQLadvxEsGkqAJufdMHEsQTlbXOWLDzBoR6dyG5uCyLkNDLg4ZPBEq9bbO7dj9ilRvT3/0TozHokz9YRYJdFSrE5DibFRGXacbXJbrrdmgvAk+4bWZLSk7ypjow7f4tdswaiWJTOzx43GfVwAgqzSnSZKgJ+i+b7797I86X47s8kdpQDrg/LSW9uhG+XWCY4PaOTqoTeQe0Q1KYAFDd0IWuoBrtTKkySSxEiE8g964jFKhNkSdm0vxvOjucdqBmYxHbPC6glUsIqTVi6YCJPd+wh6MVojJ+asnreQdRCOcvGjCOuvxKoKj6lNROxCBewDSkgZpGCO813MnHCbEx+TKXiZ3vksRlUBDgTP05kUt3n3FncFrefI3kZ60VT73h0Bilhd/2ptBTx35gEQEYPd2TlIh4ToulhG8Zvtwbgvy4e16tFvDpXB9crGQSfT+B9rgvJOZYYhZpgH1JOQncllhGQ01JLz5qf+bS8DgU+MnqNek5oflV51IyL7lS0KcbjNy2CVs+cm1e4U1iL2TZP6flhEmaqcgoeOSDowfVyOpEzHNjbaz8Tn4wlcHUOw24941SbhkTP9sKsRi6eFlUhpfexbixqdJfwUieufapNo4B4bI2K2eH0jg7Dx5E9W8PPQbe4kNWAopl2HLi2jw6HFqFOFCl2F/BrE0flXGsMGwqRLDBHlEkYdKwq4KqWlPPTxWGM7fGQg/faUbdxDF1tvnB2bGdihqiw+iKhuFMJ7lsk1N/1kdOhjQhamcWUBw9IqLRh651u3O6/ATeZkg5fB2Gh1GClLAPgbYo735sfpd2kyRjHFxAx1ZKRLV/ycEULlqw5ys4GjXG5p+XBlyAG1QthuOUb+jyfxrJG1zk8szfpzRT8OuwMP94dRM+mH9js9BaAm2Wm7O7Tg/LN5QRZZvBtaS20JlLMIvLJbmJNz1lPOPawNWbRAsbZBtQxRbCpkJj3bhj7FKLTS2jglMz7dBdsDptQ5CajsHGVRX6sxUEmHZqOxllP4pSFf3OQMriWQjx1w/5PydZxT/mfU8tFEITTQBvARhCEFOBXYAmgBO4LggDwRhTFKaIofhME4RzwnSpXzPT/SplXU0011fx3869uof8js1yGiqLoKIqiXBRFF1EUD4qi6COKoqsoinX+aFP+Qn6VKIreoij6i6J4+6/1/R8YvCRIGhTSziocswSR2D3OFI0pInagCW43C3C/WcqZ023p5fEFv0nhSExNiRlqyrW8ulzLq4vOREHqDXfW9jzJqWPbUH1Opv6VOZg9NKXUS82DGufocGkBqtFp/P62G4G/JGAWVcRo59fom9dks+MrykUZUg243dUQ9XMQW+91Zeu9rti+laD/aI7v6EgOdWyLmJbJm5W7EAfkYv5NiuJncxooi6hxPBq7s0Z8mFybm2cOYNBLiL7jTW6GOeklZujTjEnWmeN9Vov3WS2TPFvzOsqLtPYWHEptTn6AnNqWaYy+PYl1rc9je16F2y09hgtGqFJlyLxL2PnoGI6vtBgUEtwPxlA5UkGa1pLtBb4MeBtJzFR3Yqa6I0oE1Cbl5NSSMu3sZSquWGGy1RytqQxMjTm+pwu2rvlc8LlJm6sLOFvsy7g7Ezm0eRM9o7pTmaXC4dgXttVpxOqO/Zh+8DzKHAnKHAkWUSIru59FUSKS2MsCklXYS2TIf8hgkGMocX1VJA/3Qlquw3dMGOd2dqTPuvu8SvBkR9NTlOvlfLnuD4DfL1/Z9uoc216do8ISjPL0lOnkbI1uh/fZMir9nEjuYUL7oe/I6ODA0zRvFIvUKD+YUGEJe45vp1eHd8xefA6pUs/N5/XJDZbReEgYxtJKiva6UrTXFafb6ThaFJLexorEfrZ4yAr4WuBIz02LcOgbQV6JMa9nbqbVkPfkNndAb6pjw6AhuF4ViBnvSGiJJyWN3JnT6zrlr6wp08kp08nxcMph3/Ze3H7QAGmRjEUut/m0pi4Vopa4QTIc+nznc5krJWPNiZ6vpOXD2VS4aLG9k0ClhQELhQaDUkbuWTcqbI2JGqfieYEfzwv8eFXsg/evodxc3pbdfQ6QrTFh55Z+rDx1EP/fIhH0Is5WBXTb/xR7eRELm92h0t2aNT+N5NK8Ttzuv4FZfSYyN60FGXlmOBoXscL5Jiucb+K5WkeTn6eROUZDakcb2jb8RuigALLrSlh4bCxxC4L41fEuyAyU6JUMDJmEPNGIR/mBlDnIMUmDZeeG4H+giLbm3zlZbMfJYjtmPR6GdEcRyZ+ciB/qQm6QnDI7CcndrCnqWMqLaY3w355O8MjvNF4SQreTLxnm9A5Tv3xcxmdypv4BcoZbsjj4HiZv40GEgMVpBCxOY3XXgZikiphFSv8+eg0BPZI/1f4ZVNdyqaaaaqr5v8DwTwp4/hn+rZf+G/k4i2tvBHJxcWeME4tJ7myJtmEJHutEtBZKFK++I3i7Yb4nm08P/Jk44A57bnRGZ1aVJWoWIUVvBOV1ylCFGmMfWo4iOp3cDh5sXLaLQ9ktyeipInKzC8pwFU7PNGQ1UOF8JBxBJuPSx9v0azOY1A0KilLNME6SoqtyR9O4/Tc8jHPpoP7GqIcTUCXJ8TyUQNQcd/w2JxC53gHjDyqsv2kpcZZTECiyvvdxtiR0QNxhT+ZwDXNqPuLy2PbkBZtgnlC1PD+xi4IhHV/gqCggyCiVdQ1aE7nVE0vLUnLTzBnb5AVnLrSh3ElH4Oo0nC/kkzjHl0ozOcr7H1gR85YRp2ehV4pYhgvIy0R0VW5u8mqLOD0V+XXDQTZ17kXsGAe6d3vL41RfbHtFMTYygfrKZKaNnknRwmIsukdzJfUds1PbkjzZHUlSJhW1PEicaMDVNg/JahvSm1d1Xm5rwOWRiCq9jDJnY9KbS/DbnoLe3oK4vmo2DzzMjuR2pN50x/qrFuOvaRQ0dyW7jgT3O+XI30dh0GiIOlgHVYwS4Q+HnLwECutWUtsnmc6239j4qQPbG53maEYLdKKET6980NtqOdr6IM2NDPSs35W4yV707fOSd3MbUG4jJ62HltqeKUgEkchbPpjHV90fS1cdZn9aazSTLGhy9ivXdrRBbwQO+z+SOa4uDs/y0FmoaLw9lGtHWlJn8Dc+XA5mxcRjdFDlcrvMnqXnhqHKgsrWRbgNjQIgcl9N6vskUTrFioYnv3H8U2NMPyuRlcOm+XuoqSih7ZYFWIfrkJbrKXFWVFULFAQi1zlgKFQgKg3YvJGjKDFgEZKJ+5l0ADY7vaD+9ll0HPiO0FX1KRpVjE4vwfSaGtWIdIyWqFFtyuKA12UaXZpHRP+d9KnbhYTd9hhEAfkbNSXuBoJrJpJRqmZ/8HHmxwwE4HLAOYZ2GEnPy6/J15nQwfQbU3+fRc1xX/mea4/ioBWjVl3nwriOZNczYf6ss/x+ZDDGmSL5AeB7OJf0tRJq2abzPNKHTx2qSnA0PjgPVb08pBIDhhs22J/4QuwPNfE5lE7cSEe8TmZS7mHJnSN7CXo2HuMQY6y7ppLx3Jm5Q6+wNbwtOr2Uh0120e7YIt6M3kib0KrFcltrnWHNkOFkNVQTtmPe3+zTDqhlJO6/5vJfCwKtPGP/233o/9YKvW5thVgydC2nhm1l9sKZ6IwETDK0ZNZXYB2ux+haCEKjGvx0+ji/dx9I3HIjgh0ySNvrDUB+r1J+qn2bM73bEHw6luvXmqA1E3F+rEeVpmHNhQOcym9KPZMEtsW2IyPOGgwCji8ht38ZFYVKlBly5EVglmioWs1XWqUMcmrIuDV1HT03L+LsnA18qXDifakHHkY5rH3ejQZB8RTPd0SaWQgGPTWvppBabkHyaj8qzKV0X/SEKzvbYnc+nIyj9titrNrQIWqKAosQBevn78NI0DJ533RcHpcw/eRFftk6mnIbILiYH2ve4dfXvTC3KqWWbToJv/uTMbwCj60C0s8x+D6p5NOKutzZtZ2d+UEAXFzTkUJvgfsT1jEpdhC6H+2wWJdCXoWK+lbJhI0JIq29BRUW4Pn7R4q71yajTwVux6RkNVBgFm8gcM5XMobZktLLEdM0A3UXVtUBuf2yLgYTPS63JAxaeYdtt7pRr0k0K12v0u3lDJxPy6umyzIZ7lfzifipBtLFmfRy/MytES2InKnC8Y6MoiHFuKwUOH/1IACHi/y4sKQLpp/S0KdmkPBLQywaZGM9D+qdieBRhh95b+3xOpRM5GwXZGUCU/ve5s7IZiT0Msdrdwwxs3yw+WJAFEA2NhPF71b/eY9N3XcehaDnZl5tIpbXoO5vH0gotSbisTc6Xw1Taz/lQHhzACorZHTx/84v9o9I1CmZHTGEFg5xfJkQxIZL++l3cj4AOhMDV3pvYcSWeTgf+Iz+mgWx6bbUdE0jLM4VD+ds5Est+OXUEZZ71ydqbwMudNrJwEdTMf+owPFJHllNrDBPqCR+uIiolfBji5sA6JGw62AvXE8nkDLYA6cnhfQ7+ZhHeYEc8bhLjE7LnJHT4NccZAvUCHGpaOt6I88pJX6ANWbxIoU9SvEcEcWJ2Ef0XDSfzMZVOmJp58ssf9uD4y0PMObiNHyP5ROxwASTb0pc934jcoc3X9vtodmaOehUYJDD0MGP0YpSPuS7YhghIX6LFQ7mRSR9c8TlQdWz0mvtA3qrv/CpwpH6yjTmJvSnaLkr3qvDSR1kQ+Nr0XgqszmR2pgg8ww+LK/PhHWXON0gALeHer6vrsm2LdsYvXUuRh2yOVvzMB2ezQRgZt0nKCVatp3qReTyv12h+9cyEvdd+3N7irbxjP6fExStpppqqvmfyL9yUPTf2kK3C7IWA3x/oN2qF1zb3oZHv26i8ZuJWJ8xQR1bRM5KHTmpFnif1ZMyRYvw3ZQK90qG16lKl/rQw43Sw3KWeV9j7tdBFBepkCapODtsM7NnzyJlgBZBIiJNUNG72xsuvGiEzQeBk8s2MOqnBVhe/Yq+uBibV5YU9JRQ1NqH6WuqttU6nd6IL3EuBGwqodjPgo6/PmOJ9Rd2FfhQW5XI3K+DkNyyYuiMe1xLq4nmnCP0zUFTIaesSMWA2h/43EDgTvIHgndNxf1qVcpbTgNL9EoBRbGI5dUvCEoljR+nc2dNa26u20TDp9NQfVahzAe7N/mQmEbqUWfkty0ocQEEME0Ex+HxaH5zQhmfw6onVWmcY8LGoLhiQd95j3BR5PG80I+G6ngOreyNtFIkrYsezzMisiUZLPG4xeQzU5CVQoe+odyKDsJ3lQZRKiVihglmtqV4WeWSX1FV08NcUU5l1yIs7qsoaFcKNXwwfPjOxeTXNNsyF3WKAfOv+dQ6HklimTVJ233J95OwafRBtg4aSOHKcsz7p+H51MCdb8HYPqmasZglVFDmoEBaLrJ4wzESK224PKUDOhMZ5VYy8gMEVFlg+0lDg+0feJjqh/XgdJq8yqOX2UdmRQ0h56Ujzk/LUXxJJLO/P3YXwgFYFPqUbJ0Z2xPaYq4oR9cpl4zJDbixaB1pOiOmfhuO9WoVObWMKQyoqrFiLK3gzsI2SMsNTN13noWvBmL5WonD+UjCN3oC0CX4K1/W1CF7SBlWpmVID9ig/p5HyVYtGe8d8bxaisWGVN6/9eV0v+0MvjcN/31l6Ezk6I2kaOfnwT47Cj0l2HROJfG7I0s7XwZg+5b+FHmLNGkRTu5Ee2J+NsJ3cR4j779k5eEhuHdOIOG+B+47vhHzQzDmseA0Mo6Y+154HEmkoIUrWmMBjbWAy6MiZpy9yOqfRwOQ3kmH6TcFjq9Kie9jjH2dTMymGkBTTkFrD/ICJeweuYfLeQ14cKUBWlPwXv4JfD0o9jWjyF2C69UM6l2I5tbelv/5HFeqoeXAD8S3EiDIG0l+CWJWDuWXrbFWlVHcOg+pgz2Ra+0xVMhwui3F7O43BoVEsepGPzxuVDDnwGl2BNemsF8d5GUiRllVaYv1d3/CRZHHruM9CV/9t1vofjVV4s5rHn9KtpNXRLWFXk011VTzr4yh2kL/x2CuchRvR6hY0bo3J16dZ0SHUUROtsF/TzbpHezoM/kJNza3xqAQkJWJWD9Po3ifBOlWWwA6rXnK89ZOnPt8h3Ml7pye0g2rlUlkrfLk3oE9tPkyiPKr9vSe+oTXuZ7UtEjn0uPGSLSg8i+kONcEf6804l+4o6xZgFymx25J1cWO72/FlIG32fKyIz4ndST0UPJm6EYa3piDdaiMSlPQtyrE/cdKxKwcIpb74Tc7FEGpJGJbMNvanGJ3z+6k/i6jOMMU9FX9vum1iY6bFyJpk8dsv8dsjWqL5Q5T6q75yKX39fA5oSd2lJS9bY7wa1RvLKfrWPPoDEk6S05kNsPdOJfPbS2I+N0fZaYUr+2RmF6t6jt5pw9ZDQUMFlpkmQq8fw0lfWoDVs08TFylHRdT6xJgnkXU0mBYkIXmiBMGOXSZ+xyNQcHFL3X43n4fi9KbYasopsyg4FO7Kn90cVt/NFYS8mrrkRVLGdH9CXdXtSK9mxaTb0pez9rMzoIauMjzODizL3nTS1kVfAUTSQVrBw6jcm0RdqpS3kZ70iX4Kw9iq1IYvTaL6FfnU6ZVUPjUHseXGjw3RNHR4hs7FgxClaYhrr8anZWOwF8SiPzBm56tQnh8rBGKYhFDvzxsVig5dmE3+/Ib8KKeKVEHagFg9klJ6xGhXH9dD/MoCYpiEdXwdH7wus329l0o3idBPUuG2cE8NrhdZVLHsZR5WDB6yzUuZ9Yl+qEXVuEG+vz6gMc5fmz0vADA/HbDoaKS8MWuIBFBKiIrlGKaKNByXCjRIz0Qiku5+e4WHYeNJaWNETU6RJO2w5tlqw4yI3QY6kcmPFq6iebb5qFXgWfbBAByDruTHyCwqv8p1q8ZiunQNBJiHFBmSpk9+BqnF3fDaE4aJftc0FhLMMjB/m0pzfeG0MvsI0OPzsVzwxcs78r4cD+QaQNvcqe1LwATX71hS0IHlnrd4NcfJpDWRuRuj024yOTUPjYH46B87NcoaLT7AzcOtESdoieli0jguiyyWztiGV6GLDaVC59u0eqXOTxbvgWAvm5N0bWpA8Dag3uYtXgmsnKR5C4QsCQS85tSapmlkFxuSXfLMH7/YTSjV1zj98c98d9bzNmbhygT9RwuqMejGc3Zf3wb7W7PAyCk+xZa7l9Awy7fONHk4N9sMfvWNBY3XfX5U7K9vL9UB0X/bzC1chX9+88jt6EOj0sGBBEuH97BI40Nq6K6YbrLgnILKcaZWpInaPG2zyE61Y6m3lX7C/qaZPFsdlOU8TmIObng6cKsK5fZNGYYeYEqhN45WHWPYmp0DD8dGYXOGLw3hlPQJQCLm9/JHhhMt5nPOBbSFEEn0Lbud568qdokwcE/m5z39qwceIpDQ3uQ0t4Mpy5JZF124+6i9fSbO58SZwkrZh7lx72jOTJ9K9N/mUVOHejQIowulp/5Mawv7qsNaNaWUqgxAkBy2wr7Zzl0Pf+WsWZRHCvy4dLMTsSNAvQCgV5plGx2pc3yl7wdX5fLVw/Sv8so1Ltz+H7ND42jiP+6eLa9vUivkMmsqnWFUkNVJsrSBwPw9E8n44kL6kSxaiwtw0jXmFGxyI7hx25zwt+Z6N2NwUiPIDVgd0+J1esMtE4WJM3UMyIghKfZPuRcdsVu5xukZmoA4ucGIyuF8nplDAsK5VOBC5d9b9PDvxVpJ1wIaXCCmi/H0tQtgawBajL3mFLTJp2sweZMfPAYB1khvvIKRjUZSNwEd1wfagCIGSPD6Y4UQS9i9i2XemcjMZdp2PW4A8o8Cbaf9HT47Tl30wLJDrPDd2cyihNaKseZsPzBWQbemsEv7a5wPqM+Laxjub20DcVuVTnLhcE6nO5LSO2sJ7b7PmrunI6uVilnG++j/9XZBKxLIr2PB0U+Iou7XOXstK7EjYa7bbcx+vtojgYdpd/OhbjcL+Ds9UMcLgwEYPfFrsg0oHEw4P9rBD1exbIvugUVWhmvmuzDSJBS88lkarqmUTlYAGMVjS9Hcvhtc4QKCfd7bWJvbksuvGiEUbYE9xuFBOyPBODat1rIE4xwfaDBe0MkSe2lCCoj5r1+zJJVEzEemk52kSmugyNJWNaQSms9l7pu48ceo7hx7ww+1yYTuDyZhHGeeJxKQ2+lxnxLVQZNwUJnSl1U/LrmIPN3TWTK+OvcbB9M0kgvfplwColgoIdxHvXejKEiUc3pvttZ1qAzUUv8sAgXsBuZAEMNxE3xwjQZTFO1ACT0B0FuwOWKjDIbKTYfi5FEJyFeMUWYYULUEhOEDCMMdhX4ry0heaUcY0UlT+pUlYJSCUqaf+5H5jc7/A7nETvMGu8z+VXXMMgcnVIgYMr3v4tC96lpLG686venZPt4h1W7XKqppppq/pXRV+eh/2MwVzmKQVdHY2GkYY7rfaZeH4+sWII6EdpOf8OHeXUJXv+FDY6vCbgwHawqEfUSRG3VBbF+Jye/hgGXhwbyxpaiiTejU8uPvNtXD0W/LCxHFRDxsw+dm30idnYAU49eYGHoAHxXlxM+S43SvALvXzSIGdmIl00w/GTLjfNV6XTbC3y5uKIT6V20BC5MRHPKhIQ0GyQyA4pIFa73SzEopZQ6KTHOrCR2qISgHxP4vtITe5d8rEbkIKhUNL0dz821bbCZmABAzFNPVJkg0UO98WG8OVubEi89JolSlK1yaWCXzKNHdVAUgvuhGHaGXKL7vkVI6hei1UqxOWdMkbuEORMvsXVPP+ZOucjJyd0BiB0rwfWylJwaUjyOJND9/heujmtH7EBjoobuwvvGZFxvC2QPL8NtwBckj53xVufwIdsV+R5rNm3dwS+t+0GZhrMfb1Ln3Jz/rJnpvzaGLSFX6H1oIZfGbWBo2DhMlVWbX+zyP8WCuAHIRhoY+fgNO34cBECxmwTLrmkkJtrickuCUZ4Wm1WJpK734eHOXQB0HjcFnUqCyd3P5A6tQ1mPIlwtCzCWaUkvMaOsUk55hZwRASFc2tsW2/5JjHB+y7pDAynx1RLWZTtD24+g6flv3F/aCpPYAvbcqrqGv6Z14/X9Grg3T0I2VqC0piNZYzTsr3eM8SenozUz4DsvhOmREewc3p/0JTpG+rzDXZHDrlkDqbUyjJsv6mHpm0dJiM1/1hQ9PXozAy/MQWem523XzYxtOoikoe7cnLmO1vfmYmpdhlymR73fjFIHGePmXMdIouXE7J4UecgpdoOtQw6yPbk9aRc9MEk3kNahKgXwUKcDzNwzBbduCcRk2nK00SF+mDmVrDEaXDdKiJkqxfOowPVju9mSV5OnYxsRv1CC8p0JEj0sm36Mea8GE/hLFvrUDIZ8TWJHTBsA8hIs8J3xlvxxTcnvqMFrq0hSVxOE4GKEj2q69H/LvbONKQ2oxMyqFK1OiuyFGQY5SCuhqE4l4+q95ExMPWraZ5Cx0guAxMEigctzuPD8HB1nzwIBpJUia7fsYuiDKXidE7l1ZA/96nYlp5sPzWaGcPdaIzwPJpIyyB3n2zm0PBfGoyw/5LONiRtkjbxmIQClWSaoI2S4XM/gTvS6v9li9q5pIq65EvCnZAf5fKi20Kuppppq/pUxiP/MbST+Ov/WFnqD2kaiudWvFC8upuKWLecWrudThTNbfhlCVq8K1jc8j1aUcaRpfY6FXWdE9EBa2cQwybJqsUvzV1Pwtcumk913LizpQnJXEVm+DJ2dloDZ4XR+m0pf9ReGzVtAhbkEXe88PjY4S4S2lJmjZzBm71WWf+rB3aY76bV1EaIExD9+IheMvkhKpRXnj7Sl2F9HTM+9JOlKea7x5Ey7hrS/F8Hery1ZWfcqq3YNo/2ot1z+XIdX7bcRqzVm/rJp5AUJqDLg+YJNtPk4BgC7FXK2n9/D50pHPpW6873YkZJFjiR1MUFWCk7PS4kZoiJgRzbhC6xRWJbjsltOejMl44fdIaTAk13uN2hwaS4SmwpWN7jM4X5VW7hevXuKwCcTUL9WMWTKfV7k+BAR4oHvqnCSDjnjbFGIbKKctO6OFNarwO6hgldrd9GzbmfWvL3G/BFTyAsy5vCPm6ipUFHz7TDcFlWlj3W68oEX+T5sd7/C2qzW3L3aCIumWSi3WjJvxymWbRyNTVgZWQ2Mub1wPZPj+rPa4zIRlfbsG92PqHFyXN1ycFfnkzfcgrymjgDIywwoCnRINTpkOcVktnXg0tJ1RGot+fH3idjdSwKdHp2HPdGjFYxp+oIjz1ryvs8WtufVp7/5e47mNecX29cMCuzAnm+3MZFUPbAjek1EbyxHnpRDXktXTJPLkb35husLOSEnajNuyk2GmYXTJWwMNawziNoShF4hkF1fxDhVgjpFxDRJw51zhwk4Po3x3R8AcGZPRxCg4cgwXlyvjSobKjsXMtr3LdMtv9Pmx9mYpGuRLs4krcCcek4pHHV/jO/5qfjUTEGy0AK9SkbcFIHhNUO4uasVd5duAOBNuTVzz4/FZ8038noFYf0yHQqLiZvlj3msiPXNKLo8j+HYpu7INCISvci8FadY8b07J+scYt6QKUjeh9M0tITn2d7o19qTPLZqkzGDVoLPHgOx/VV8GryFptvmYtYukwY2ycSVWJN0xZNiHz2Bm7MQc/Oxv2MgY7obkTONaOoXS0+bMEJKPNEZpMgkeu6ebwyA89MyZBkFVO7XU7bPmdZLXqPRy4nq50jiUFckOtg3fTtLx05E8S2JeW+eMPHWBKy+SNAag0QH1uEVxA6VsLLlJU42rsnFb/eqdMTuOTycvJ5mD2aTOOaHv9li9qppIq68XONPyQ73fVcdFP2/QW3hIja7OoANXhfofXku/tszyWznSOhvuwl+PZxaDul8u+SP04sScpZWMNrrDdvC2mLxwBiAkq7FWJpo2B90nEWdRpJfzwaz8+/R3nFEstKGWyf3c0djxpmsRqT/5oPPiu9MtnvC8GOzEUTwuFTAiZsHSNNJqKlQ0XHYWG6d3A9AT/cmVLarjSo+n7xGdhxYvYnBu+fzddZuujfrRewEZxT54PS8mNiBprwcsoHTRTWYZhFDkxUzcbgWT147D1rOf8ub3xqiKKx6qOQvv6BrEowiMpX4ST5sH7OPJasmkltbxO+HMK7EPKfRxlkIBlDliFhe/075BQuMZikZcPkZg0wT6fB5BFsCz7DMtwmOL1TUUVdtFnXgSFfKbUWODNjF8ZzmhB6oA71yEQQRL/M8VrtdpfvbqXxvfpQeNdqRMTQQ211vKOvbENMbH/F8KcFUVklP84+sHDYKvUqG7sdcAIwHFxL9QwCzetzi1vDm5NUyJ6e+yLO+G2j3ajq251Vk15XgebWY5I5qtKbwbMR6ev62ELvbCWT08qDSFEr8tHzpuoNaN6tWAu7tcJifVk7A9loU8949pa1Ki//TsViYlWHTLwmJqxM+Z1KImuRLdn1zbN8XIsokRI01pkP9r7y6UhtZGTj3SWCh2x0mvhmNlXkJAL8FXGPO+8EI4aa4PNQgrdAjjUlF5+9K34MPuFLTkaj9tdnf6giTbkzA61Il8qwSDFGxmDyx5mOMG0YJCiSVVe6v4qZVeegLN5ygu3EJW/K9SdTY8CzNi+JYSyZ2fICVtJQ6RklsSe/I99OBVLYpQvbcjM6j33D/cBPqDPtKVl9jsrt6Yn3yI2lT67F6xmEWnBgLQMtuYYQcq41N32T6O33k7NyubNuznX7n5+LySMfsbacpNShZc2AwVpE6kjtKCNhfiFCpI26ILQuHXGLFs14IBnD2zMH4NzNKnaoC8nnBEup2Dqej1XfOt69PZncPnvyymd5jp+O0PAZnowKamMZQoDdh3en+WEQZEEZnYz4kl9i97qgfmmB/KxG0WuKm+VBpUeUmMkmWcHjGVsbsno3LvQKEmGTCNwbicVlEcTuE4ts+FD+ywzRdRGsioLGF0KlbGFCrKznHrCgsVVFRqKRj7e+8P1wbh+uJLHxWVd9v9ahRaOyNyB9eTHjf3/5mBetZ01RcdqnWn5Id4/e62uVSTTXVVPOviiiCvtrl8o/ByNlVfPRKzjLfJuib12TMvqts2D4YpwfZOB9LI1OjprJrEWUdaiAv1rPkwFE29uiH1/FEAOKHuhD5qxl+v5difSALCSKVBhn5s50oczFGlFbtS+g5LpqS4SqWPbnMspa9SRngTuNhYSRP8cBhVzIvH9fAqUEaGW+d8D6SAcDNZ5fp6t0Eh8dyVNJK4mb4ETVFge+4D1i9sGSH+3VGxQzA2biQkTav+HXKeHpvfoi5tIx1p/ozbMBjTl1oS8Ou39jpeo+pyVVukfaW4bwp8uZ3p4dMS+yBuVzDfPv7zIkfiLNxIc+TvLA+Y4JpUik+u6JY4fCEDivnU9GpkP7eYbydVI+iZWVYLJRSaWuKMr2IvAZVu5iv/G0/k25MQB0nwflqKnp7cyInKonoupsX5UZMDRnOs+a76LJhIdfmr6PzoUUgwJQBtzm7sjPmUSVETjImcGk8I1+851iT2kSsrErxkpZIsP4CnlOieBvlSc+an0krNyf8hi9rJxymoTKH3ksWUOIkIC+FIi+RDi3DiJ/jR+8DD8nUmnPuSiv0/qV4bRaRpv+xcradKwVdy/Baq+Po1X2MbTsS11MZ5Fcas939KgcL6nEpqTZ280VyG9rw4PctDIzuR/k6J1LayfC+UIo0JQfR2pzIBSoCVhWh2F8MQC3zVE6ENeJhm220fzqLCXVecndJa8rspHiOi6Z4ohUV28uJS7DH/KscRaFIo+kfGGz1jrFXpiAYQO5RgiRUjfV3HZd2bQGg0cV5WIcJZDfVEfRLMkgkXHh3heDrMwhcGkdZg6pt4LSmUqb/fo4VX7qxs+4pHKQlzK/XE0yNiZzjgt+hfJK7WTFsxEPe5XsAkHDBG40dmCbB6Dk3OXCgOxo7sA8xsGfTZjakd+Z5jDc7mp5i7onxeLRKRLPRmWJXGQ6XYihs6UV2PQlfR2+n/uaZNBkURmfLLwAcrFuLkku2rPO9wIrGXYif4ovn7igif/TF53QJjtsSSVnsQ5OtIdQyTmbt+mEYFCArEzm8bBOLWg1C42/PoK13WH+vB77zQgCo6FKf1JYyGrYKJ3Z3AH0XP2CW5Tey9ZV0PrwI1wcafjx6lPHXJ7Gq6zmWferBqrpX2PjLMDKbgv+BQsStRUjGSNDbWlC2ugTp5qp7usBbTomHyJWBm6jllvo3W8weNdTiz5fq/CnZif4vqi30aqqpppp/VUSqLfR/GEbezmJztxksO3yQn2dORi8X+H3THs7lNeZ+gj9KhRY/qxzev/OtKrfqoqGReyI/OFX51zZldKKb1WeWnh3GDwMvMlydRqP3w3lV/xjz01rx+mg9HB/nIManELu0DlbhIjdXb6Thw5lY2xRT+NkG321xlB4zwkReSd4Bd1rOr6oT82Z5Q4pdpJimGSh1kKCXg3W4loS+AkOavOX893p4bTNgsymJhG3+5A0oxXNsAoK5GWW1nRm98SrL3/RkdsOH3Gvrg6GkFAD3J/D995qYPo4kdVwQjYeEkdpbTew2O7yXatBFRFM8rClTf71AgCKdoa8m4nxOQVoLCb6rwvF/WML3mTXYf2YHba8soGuzjzRVxwBwZFJvihcXo79ki9WBV0Ttb0jQmhxOPz2NBIFCUcvYYTMxyCRU/JDPoYDjjJ8zj7RWErAr51ub/QSfmYn/znTK/G3JbCDHIK+6VtdHr6fv3oW4bggl4acG1OsYTvoybwQDFHkoKOpYWuVjfZxJ/DB7NC5a1BFynB8UEDnVlHHNnmMvL+TMzG7kBSgorFkVUwj0T0EmGMja58nr9XuosWMq7ucy0NmokZaUE7FAjeUbBfXHhfHkUW0+jNjMTxkteXKyAS4no7n08TY1nk7Eb2kBYm4+EVu8sXhXtdCqtHUpPjNSGfj8C/uX9SW9jQEUBhyd8rld4yRDWw3B/WwG3wscKKlQYrNMQfxCCd6TE4nY5IP3UQPyT7Fo63ojqdCz6cweAPZltyZiRiDxc8DlsIL0pnJ6937Flz6uiMUl6APcieunwihTwGVrKBO+RfDT6RHYh+qo+UsYD+7UZ9GAS5xPr8801ycsPDMaVdXEEI9BseSvd0c5Nw3ZNBVZLWwRpTB69k1uN/VA1GpJmV6HsLk7abhiOiFLdzI4rhPxx30x7p9OSrINgkKP7w4dq84eZMLnkdgvr7qI2y/uocvTmVWLyUKyyWlqi2FgLsJFawp9BNTxUOQFntfLiB2owj4wi9xQe/QKEb8tCbheKUQiGIhtWM7U6BgWXh4JgN/WROLHefDbyFPk6k05vLYnZfYCWlP4adB5Dic1I/2lM04vKymZU4hF92j0beujM5GimZpPQYkxPr+UEr7EghVNL3OyT3tSu1ZZ6OZxekSpgFFOJY+e/Pg3W8zuNdTi4ot/rovpAU+qLfRqqqmmmn9VRITqDS7+UZiZOouTXrbgW2drUof5oleAXgmubZOI/ejKgm7X2fKlHT/UusvZet40el1EyLAgKhzNAJA9CKXztyJuzm5Hvn9VNsLA2ffZ+6wd3Rp94jeHxwyYPAdZiY5idyXuk6L58MoXE/8CihPNsX8NuTUlmMVBYYdSxBRj3O5ULWeOHw6RnfbSddQklJ8TiZ7vx+khW/nRszFGT+wwkuoo6lRGxvg6lLqIBDeNo1wvQ7fMnrh+Cvx/CWdF2APuFddg/9M2CH/UcglYFUtpI0+u7dnG0FZDMKRmkD26HnavcokaZ0XIoE1IERjSbSyiVAADXLt1nN6dh5G3zkB2rhqxUkrvOh+ZYfuUGT5t6R2WBsDRVT3J9xc4M3Izww/Mxe1WISlLoSTHGCfXPEpv2+P0MBetjQmxg+UELk/kx5e3aWoE9VdPp/mY97ga5fG92IkXMd54OWUj6VC1aXb07gYErs/G4VQ2KbO9MRhJyV9QiqtZAV/ee2Ew02EcLcfmm46WK16TWWlGepkZGcc9kehFbG7HcvPjfRouncqKHw+yfkqVdddry0PcFdncK6hBV8svXMmty2bnB5hKlLwsl+AkK6Hrq2l4bTKQ2laNxtGAS3AGjsZVfvLM3zxRPvlM7vD6FHsIjOr3kAfzqioBSrQGFDGZJG23wG1GPrq0DMQWtYkZrMDpqUBGczDxKKIk0QxBBEQB1wd63H6O5O2DYLz3JhI5zw3BAK73dSSPrppVPGyxnUkDpiJ8iSH9jAf2vyvIW6pBdcAS04h8mp39Qki+O5+jXJEWyRBE2N73ENfy6jLK5iUfNB5cmdyBSnM58mIdcf0U/1ltcfPe/ljE6SmflEe5Vk5xuhr/fcUsuHCO6e+HYXXFhKxu5VhblvCw9gm6T5tJbpAM90PRZHf3wfZuApwSiHnpgV/zeCSCiG5sVZbLsocXmLhlFl3GvOLj9DqktDPGqW0yuvUOSBZkopxrTOQiY6612snE7yMx65lI9Kb6GIz1BM4JR3pDzXCnt/xyeTCimwZdaZXlLymVYpwq4fqMdfT+MAnpfQvs3haTU1+NtEKkrHcR9juMmLHnLLbSYkY+mYjHWQH54nSiYh0J2pDPlntHWZnWjcwWJeRc9aH8pTUAimZ5aD5YsWPEvr9L9UPXGmbivPNN/pTsvKD7/+0W+r+uM+hP4OSVy9XbTagIdsP5UhIDRzzB9X4psoEa/I7kI8XAvSa7WHG3L41eF3HqXkt23T6EVi1Fq5ZyMeUt/dSfKbeWUeYAltHlDDb7SM3gROL72NBp1QLa//6cnJpGZNcXCb/sh7xEwOiiBcocCaWDi3B6qcPmYxHPmu/Cd8V3ZGU6ZGU6Alfm8qlSRPExDtHBBp1DJYvHT6F5WDlfYl0IiXUne3gd2ox5hyhA+UxrzOQVGOQStnQ/jqapH0t7juRFrjf+B4tx8M/GwT+b8F+8kM7J4FKJO6VBdiT8WI+u057jfzQWg5GB5vvmM3DQFCZdvE6XE6/JaWhBjaMz0auNWOV/GfIUBP6YyL3LjTiY14yk035sutKLTVd6IUqgVecwjAQ95s2z0DibYHXElKAf4sh7a4/zlWQqHNTE91QSHJhE0igvJn8aQc/6XXEZEE8D0wSGmn1kgeNdAhalEZdqS87kJuRMboLfjI9wsIKX92qhNVeg+J6M7cAkbI1KsA6DkM5b6Tb4DYIBQibX5X5YEDFPPLG7Hs2sJecwu6Qn6NUIchvp+F7uTE6wgpxgBafXdmHj4uE8iPVn4enRhJ6tRd2Lcwh4NobVfYdyrrAexJsQPUPOqambmNfpJsnfHSjqIxBXYIXyyWd0TWsgDsjFNBmOXG9PehMF6U0U5Psacfj1ObbXPk3sFhtkTg6ktVBhFi3l1uYtOD0VUV0yx/KrBN/ayUjLBLLqyCjRKREMED/OHf9taQhagay6cvzmpOA3J4UpPSZSa+837B4pMDy3pCDAGNuR2RSPLWTF7ZO8qGuMRBAJWpmBvFhgfe/jLF86js9r6/DbgNFoRRnFbkao7n+mxqbPdG3+kRV3+7Libl/0LQspcpPCOZsqZT7/C1oLFRvrNcdjWDgV5gJkGmEzH3pOmEFyd7CK0JM6zBd1ihbZaZG4px54/PyG8I8eXPW9S/w6NfHr1NhKyymuX87LlU2QpeXjdr2A7T5nMY7PJynLmsgJFiijjFBgoOCVHaW96hHabzPrWp1n67e7FFYasfzkEHRmBpRhxvSr94F+9T4QsDmdS9PX023/Iu7X349VRAXC50iUhQZy2lfgsgIMMgnz7g8nutIBgBFbryP8YIkqWU7MchMGhY0np48SibkZhUXG7J24k70Td9LFNRyn55VMfDrm76R1BPR/sv0zqHa5VFNNNdX8SUT+tVeK/uuO7E+QkGNL6w5hxPWXcf3NdZ4saEZKexOcb5eT1cyKI8t6MeDXhQRsy+TJ0mYs6XmZ6U0HUeghpdBDSp2nU1ic1IeD6zZRaakndqgMtUSCo6oIuwvFFPqIuCtzKLcFl0ciehW4b/iE5bdidCpwsSggsb8BvkQxOa4/iTOCkSVkIkvIJHWTERaSCiJW+5L0m5Tn7beQMkXLeMt3KEwrcXPKpdfMJ/SzfI/fhhi2XdtPsFkaCDDr8TDyguTsuXmAlAILshtaYPy7Oca/myMrllJ2xJn1J/pT5CZD0MP5qLpc+ViXvk1CMdQoQZZbwtaZQ7nXpx52z7PQmutJ7GbCDxH9WNblIjHbHPHYV7Wtl+k1NZYRIpYRIqt+3c9s+wd0uzmXtf4X0VhJmbr+PNogN1xaJBM5ywWj+FxkbqWs9riMVYSevXVOUPt2OjkHPGiiiqfN9fkMDJlEpa8jvYI/U+IGJW5wOfEljBCotNaTGywn94gFRZedSGpWic3NaNpvWMCNK01I6CMy5OhdJEZ6zBpmE/GTN0dSmpG82ReP5ToCl8az+3Znpk6+xtTJ1yi3EkjpZsB3QQ4Dez7HOEskrP9WbK6qkKRkcimpNjVbxBCwvIBNGZ0A6NMyBENJKe2doyDYB0VmMQWFJth8KESUgHObZJzbJOM4vKoq5/6M1kwPfoohv4BpI6/TfvRb2q6cx+bNO9izfAtG+QaS77mzafBhrML1aKZaojU3YBYvUulhje+hTCrN4ftKT76v9CS1nSXXbjQhq00Fu6ftxDo0j+gdHhRHWyLFgMdrJclFFpQfFLBpmsGvu0Zh+SSB+1u3kVPHjGkWMSxYdhK/lwZiim2Jme5Px6af6dj0M24/aUEAralA4O+pBDyv5OixrUT9FkjSmQDe/Lwdg0IkfLE5qrQS/A5qSB9UyduF23h49CASQcQ+VEfx0MaMav+ULn1GUJlsSmWyKZ1eTcd/fRkDlt9Fb29OShcLBuxZwL4HR6jnlkzAmgTsWqXhKzfF83QGazbsYURMfw6ktCBBZ0F6mAOeZ7JQ2pbRf+gz3v9an/e/1gephAtF9WjX+z3LMtpj8ksqla1qIdFCwKI0EnqZIxhEvM7rWBnaDamRng2n+yFNyMB97Qf0OgnqQ+Zk9PUhcqsndlZFjLw3mZH3JlOgVXHw0BZk2fK/m975V7bQ/60VejXVVFPNfyeiKGAQJX+q/VcIgtBFEIRIQRBiBEH44X/zubkgCNcFQQgTBOGbIAhj/6s+/60VuigDCSImziUEHZpOcgc5ZZ5aUvtZYB5bidXURMp6FoFMStPf3lFqUHI95CbO93JwvpdDz4AvhF/245XGC4z1SEy1DBw3i8+baxG/KgD/jQn8+rAfnhu+YDwnBY2Tnn7vE1h38QBuDyoQZ6jxdMsi+nAwBlGgXo/vJA33JGm4J3KZnpVp3WhZOxJNiZLWFxbiPSWV0aNm4z0jneTvDhz50JQ1HftgdtnAwbzmnLjdmsTuMgJ2laJOMjCl6zj0byyqqs9ptEg1WrzPFGD1Kp1rk9Zj0juD/v2eI/lqikmsnEvv67GizjUyN0pRJRay5v5Jzj48iedlPeoEUByzYvnVAXgv03Dw/RU2n+qD9ZXvCAYQDDBvxyT6nplHwM9R3C6qhc2bbEJKPNGaypD1yMF/TTQ6WzMC7TOJ1dpgkAnEae148VsTzE+/Y9wP81A5lOK8V4EiMpVuFmGo40EdD30i+yGqTbB9J6HUVaSbyzeKHtqTeckb48sC6mQDWn8NL7ps5siC3hgZV2K+xhSnZ5AY4kqdHz5SsFZLzBxfvg7dzrV+zbjWrxkH52wlYPoX9E5WfOjnjWREFsNje5PRxkDcTH+sVGW4GeeR39CO8F3BnPmpG3aKIuKP+fJ4QzPsdqWS2tkWU1MNXY6/QudYQZlWQZlWga5bIV1XLWSh0x0uLupMaaeajDWP5XuhA8oikV/aDaSOwgh1fAkGGexKaYtpQgmRi0xweWggt2s5ipQCMtvYY5YArrcEXG8JqPJEVJlQ3rYm409MR7u1DJ+NWrwuaxi/di7Jo5zR3bfGaHApig1WlLqIXAi5yoDGfdmzdCsdJ0/l18MjmG/3iJK1LmgcVLzfW4f3e+uQsEJJhSVYf9GQPNCNhFJr+n0ei2m8BEmomj61OqHMk7CpxRnO3DpM9Aw5QrIRbT8PocPIcZjJy8mqK0NnBGcutCG7npofu17mx66X8V2UiyiRsCOsDSYbMlAWgM0XHSMnzCUkxp2dby9QdMWJ+xoZeisTTuc1Yan7da74X2Ju2CDkniWUeVnitFfJ6fD6lE4poHRKAeWe1pyMbkAD0wTuPa9LRftccmeWktpexOBgxfB+j8mZXkZ2bSV+U2Pw2mbAPEZkZ+hlCvvVwVCgoO7PH7F/lY9BI8Noo+V/6ghbRQljps3DoPg76RxAK0r/VPtrCIIgBXYCXYEgYKggCEH/i9h04LsoirWBNsBGQRD+6n/yb5/lUv/aEAItMgnNciM7V43/zDiifgnE92Qxi8+fYtztiRzvuoeFkQPJ/WDHmF4PWWD1HYCmy2ZiPTSJuFBXnJ/r0csFcmpL8WiVSN5RNwp9qqZNWjMDzgGZKNZaoYzJYuDdd6y60Y+Hg9bTZ+0i7PaGcCvpHT1b9YfCIgBEOytqnIghvtSaeuZJPKllQsswDa1NIygXZWwcOgRJTArha3yRlEuIHrAbv7PTcHpqIGNIOc7HlRgvTCE2y4Yt9c8y92NVSVlthQxHm0IyvtjzcNB6prYaTlE9B57u2IPP/Qn83PgmvopMRt+ahH9wCpKxMhKHOFPqrUWQiwyo/YF3OW5oTjqiytGTGyTDqUsSABnX3egz5hmnb7dieb8z7EtsiWqsjqTh7rQc8IGXJ+tR2kCDSagK80Q9xmka9CoZiphMREs1kRMtCPg9AQSBlMGeGGTgEFJVnEueXULETAvcvLO4H3SRRu+H42eVQ9IeXyrMBEwyDaS1Arc7elSvo0mYGUSFjQFL73wKIq1Y2fMsP90ZhOUXCaIUHG5UrfZFZYTWwYzYAUqMXEr4ocZdVnzshuNpI0rtpFSaQ48RLzn9rjF+hyrIamSCafcMfMxz2Opyj0Qd9H8zmZrO6TS1jKOH+jMh5e4AbF8zgJYz3/Hxh7o0WRfCmTeNCdhRSMQ8NcYxCtyu5ZLczZpSDz3KbCk6lYg6UaAgwMBvnS5yMsgNfcvarD+ym58a9SB+ctXOP3OHXeHQqt5kNRQxi5VwYcF6ZrUdwe7Hx+n3eTz2CwzErlAxzD+U69vakFtHT+CaFBK2VikqIcQMt1v5CDkF+F3P5s6NRvTs9QaAeiYJHE5phvCDJXH91Nh8FjH/VkhOAwvKuhVhfcKElA4gqZDg+8N7ECRkTqhHsYeI210tM3efYdOi4ZjcCmPaty+ElbnxaGELAKTlelLbGGHXIo3y445s/207yzoOIrulfVWBrLsxRG11rsr2OSpDlAl0WvOUR9ObIf+aQG7PACrNBRSFIluX7WDZkCqDU2cqp9xKjll4PgMuPOVNkTelOgXxOwJoOO89T1O98bTMo2yxA1YbUvh6xR+jNjmUapSI39ToVCJ270XUCWUI5TpEpZQyp6p6TZkNpVh/NWA+KZl7bbb+zVknTsGW4vgzbf6U7MpaV/6P5xMEoSmwTBTFzn+8XwIgiuLvfyGzBHClSrF7APcBP1EUDf+nc/7DLHRBEA4JgpAlCMLXvzhmJQjCfUEQov/4a/kXny35Y+oRKQhC53/UuKqppppq/v9SFRQV/lQDbARBCP2LNukvunIGkv/ifcofx/6SHUAgkAZ8AWb/NWUO/0ALXRCEVkAJcEwUxRp/HFsH5ImiuOYPn5GlKIqL/5hqnAYaAU7AA6p+ifR/7RwmNq5iK2Ufmt5N5PXAYEp9rei19gEPBjekwkFNamsFzk8rMQpLIHyNJ+FddlN/xyycH1etuqy9+wvnQxoQMPsLhjp+5AcYs+rnAyxZN5HidqVIwk1wflrBhL2XWbd1CA5HPyPcMKNwpxsnNm7gfYUTh9q3ovKwQGyiPVZ2xegeVOW/1hz8nZTlviR3liJUCvicKUKUSYieKcf0oxFOPRORCCKGznlIbK0paO5KuyUv+dDJgXEv37LswAia9q+qFyPoDJQ7mAAQP0jA1LqMykoZknATTBrkUlBoTM+ALzw40wjTNJFKMwFRAkZ5BqSVcGXrJhqfnY9vvSSGOb3jZaEvhVoVhT0NuNyp5MOB2gDkBxsQjQwELIkGIGKFHw1rxxJ1xo/Cmjo61P3Gzw536XJwEfqgUuxPG2F8PRSAvNGNuPzbetq/nkZd51TyKlR0tItg752OAHhd0iBLySG7vSulPYoRQs1wu5mP1sIIRWwmZ99epuW6uZS4ilgF5aDeYIYiNIr4wx68aLKX5xo7Tmc2Ie8nN7zXR/DoYR0ATJOhyEfE77fvFJ+zZpbnI460aMjyd7eqNtvQlKPPKyBtdkMuzlpPl2czUZtpsFuvRGciJ6uuHO+ucWSWqlkfcIFtaR34+qDKkt49ag+NleX07TueIh9TLB/Hk9bfi3JbcGqeQnyEIwOah3DzYhMk9QvRJJhhMNfSrdYXnp6vjygF96MJ1LyRxrlPDVB/rpotO9/LIaeRNWX2ApZtM1DPkRE91po1fU9iLS1hXc8BRMywxOOKgUIvORNnXeN69wZ0ufGRAwe6c33OOsaOm0NqGwXNO37m286aFHpVzSY9VocicXMhfKkld9tsY07LweTuUeGsLqS2eQoX4+rgtFyg1M2UMWuu8vv1vvjtyeD7EhuCVmQgmqqQ7iwmPMWB7gHfaGUewd38mgCkjHaG5DTifqiFce08hnmGcndGK66d3EPvwZOYfPgSC18NJGBGFPqr5nirc1jn+JSGbybgsUqPpEjD9x9s8PNOJz7LGqubf1jRrXUELU8ncYs57lb5RL91x3ddFImT/Cm3ERHlIld6baHP1Tl4BKeR9tKFt+M3oRRk7Cv0ZtOrTijNKthS/yxbBw0kZr6cqoUBoM9V4r/wM4mL6hK5bN7fbKE7BluKo0+3/1Oya2tf/GsW+kCgsyiKE/54PxJoJIrizL+QGQA0B+YB3lRZ6LVFUSz6P53zH2ahi6L4DMj7Xw73Bo7+8foo0Ocvjp8RRbFCFMV4IIYq5V5NNdVU8y/Df6wU/ZMW+l8jhSp3yn/gQpUl/peMBS6JVcQA8cBf3S7pvzsoai+KYjrAH3/t/jj+Z6YfAAiCMOk/pjAVlBD+uwuvu3gQu9KY3CAZakk5vc6/xCg6kzMjN5PYQwYyGcPrv2FcYkfUSSJ5wSbkBZuwxv496igZns9EZKm52L7KJlVrhfXeVwwJeM/nidvJranEQlpK8IjvrPj6mLwD7pzauIGpfSaz9MQIDNm5yBaocb0iwX5i4X+O01yuIXmEDpNECX6NEllw/izxfdSEtd1NUYCOgY7vcTUuYHH4O2InuZPe1kAXs88kjfZFIeixaJfB5xwnoucpEDJzSRgmkjBM5HT7PbiOTMSQbEzb7h+qzvVCxdM0H9oNDsXqTQZ2rwoQJTB06W3M3ibzqcKM8Z0eEfPejV8f9iOhmZZvl/zR1vLk9YXaqHINqHINqD0K8fVNQ1vTk5iFgVh8lxJzwg+n+1m4XYenD2rTNWQKinr5OJ5QojWRELWlIQujwjCPKWfcoOm08ogl9wc3NDo5j9t74dcgEb8GiURPlqI5KKXdrNdIX5tBw0J+u3qcuAkCooUpzbbM5dz89eiNDTS0T0IZl0XiEXc8VhtocmY+u5PbUFBphDxfwxCbN4SN2kLYqC0cWrQZhVsJxeesKXjkwM7ENrR6lMCwk7NJHO5K/FRfpPa22IdoGLtgPo5XFUhvWyL7FENmAzm+3WLRTTBBe92WmVunssbtCk4tUnBqkcLagcPoNXwKksgkXmzYRWELDxRds7GIFkl/5gISuJsYwI8jz2J51BTb92BmXUrcaHfUSQZ6DHxF7BYbLt1phodLNhWWUGEJvkcTMM7W02vIS0yXqNB4mKO31nGoWSOmHZ6C+b5cWtaJILuOnOXzD3MkvinhP9twbFN3yhxF+qxZRPetj7CMEHl3oRalfYvwuFqAx9UCIjfWoyTIhltttjPg40R0ztaI52woH6fm0qE26EItKFxVQU4tKTu39sP+nYiYX4CnexYRK20pdzFH2yEHQ5GCzU5vydaZ8Sjaj0fRfoy9eg/BzgZEKMw3ZpDZJ3LnlzGgTjcMSim7Etswrf5TBJUR2RfdSBjvydTkzkwMfImksIyY1Wb4Haok5aEbEolIoY9AoY/A6fZ7KGzsAkBbmyhqNoslcqkvLutD8F7wFv9fInhUGsjOHofp6vAd0yRI0xvoPmoyN4KtsQ6RU1mmYHur9tjtSOZ9q918brWPz632MaB5CBI3Z26NX/d3U2IGJH+q/ReEAL6CIHj+EegcAlz7X2SSgPYAgiDYA/5A3F/r9F8ly+V/93P2v/UFiaK4TxTFBqIoNlBpTTjeaj/FR4zwtc3G7UwSl5v4svlyL5zP5zFi71wQBURNOfe2tKBggBE2ExOwvfAN2wvf8Lk3gRJvPXfe1SZntwq9uYpigxHSYD8unm5Fq8UzkFaArzyP1BJzxuycTa/Fj+i5aREZzczp0/clN2NfkdrOgnxfGZqaLjifisb5VDT379VnR5NTuFxMgsnGfK9wRhWcT7PNc1Glytj4rQOhB+qQrLXG4FeK6y1YMm8KZTXL2ZHUlrIrDmSlW+C3rpwxz9/h7JiPs2M+Qx9MYfv3uzjWyuBuRBD2Y3MpaFaO/TIZcSXWZLdyoCjQDJswDY9yAig+pGDSy1G8yvVida/TOHrloG1bG50xTN9/DoMCrm3dzLWtm9le8wya7c503fWEnp3fomlbjFG+AaMDRShzKzBNgi11zjLY6wNaYwk31m7ELFbC61JfFNHpRI1TsNbpAZqfC8kMcWTpm9tEJDsQkeyAs0M+e/1OcTc5APvQctx/rOTXOu0Ja7ebTbeOINFBrsGIMS2fE9/Plt3PT+NlnUv0KDUS1zJyzrlRudGJSRev8/uIUWzMrc3G3NokaK0pL1Wg7p+FxkHEuG8OoQUe+BzJpG7P7zTu+pWcDu7YrUlg7drdGGdWUBBkoPPbVIyb5fCr2zUSBtnjcD8Dp8f5GAkiRuOrmt2OZAS9SMVFc+r/Pp3UTnpy803xmBqFpE4hXRqGIb9pQTeTFEodpOiG5uI0Ko2EfjbYTkngUmRtjjc4hM+qzxRdcEYaXIQ0uIjwucHk1JTxvo6A0+5EzH5IRlDoidrqis0XPR9SXNjpeo+xo+7ww76xZCVZ4vBAzvVf1+Pzaxhilzwu/9KJlb/tR6YB/QdzLt04wqUbRxje8iW5wTIGb12A03KBAYfuY/M6m/LdWvbM3o5Qr5DCF3Y4P9FgFV6Ozkigsq4X5YedGF37DRmN5cSsbYDFVyk+9yfwqdgNQ7kMQ7mMI62bEDPeCc8WiQTMTWRNZgcst5nic7uI0buuIZMYuJBUl+ITpsyddZ611w7Tx+YDh6OaUtDQgafNdiH9Eovjqwq8llfQsmsYLbuGMSd8CAc2bMLwyZzdDzsQ/sAHtVcB8SeDSFjVBPlVo6rdrpq05EJSXTR2MGzdArpsfYrMzRlpr2wCPdLIb+3OPreHtNowj+BrMwm+NpOGJnH0vPKGyYOm/10UlSiC1iD5U+2v9yPqgBnAXSAcOCeK4jdBEKYIgjDlD7EVQDNBEL4AD4H/h727Dm8jyRe9/22RSWZmxjAzMzMzM8PMJJnMZDJhZnSYmZmZObZjZmaSLUvq9w/POXfvvnt2s2ezk2SvPs/TjyK51N2pksulX9EPoihm/r3z/tkzRdMEQXAURTFFEARHIP2P1z/n64eenp7eV1Uecvky7WBRFC8Bl/7qta1/8e9koPU/c85/67BFQRA8gAt/0Sm6Asj6i05RK1EUZwuCUAE4xP/pFL0J+P6jTlEzwUq0PTKDNr6hOCjyORJZHcUNc3QKsHupIrajIbUahfH0mT8t67/DVlHAqeON2D5iEwA/zhyLz+xQPm6rwPr5G5n0+ySM+qSg7JtLxI8BPOy3khYbZ6GyEzGPELB5W0RGNRNUdmCcVv712f1APNsfHiFDK6fnqal4/7F8bsb4uhjkidSf/oxL5+ugk4HWQ4X/5HisLmgJUqaw92wLvLfEktTTAwSwf1qELLuIi7dP4ntwLNYVMpFKdOTftGfruPJ7rqJQU/vJSDxn5hO1whx1oQID01LMzitR9E+jqX0Ej2bVoeXq+5xa2wK7q3EgESjxc6DATU6+l8DNIcvpM30mZiHZoAOdSflysaX2RiS0kuB8W6Tpbw85+qk63j8X43MwnshOVuQ09WD0L6dZvaMHvl0jef3RA1melNEdrlPTOJoVTdujdbAkda4G9QtLDGtnk5dT3vElkYlosxUErssk5AcrgpZkorUx5efDe5m0cgJ2259T1KUGKmsJsq4ZmC43pdH6JzyqZoTU3o7s5h5kBwl4nipA8imWsurlHZey3BKOXtxFmlbLpN7jyKqoZO3cTYw4OIEN/XfwU2h3yjRSXCxykQk6NP0l5NdxxTBTTWxnQ7yqJxCVbIvFXSPymqmwuWj43x2MldqEk11qhGSeFf12X2FPQj1yioy5WmMHQz2bkjGyFg6XE+hw+Q0rHrXFJFqOKrAEeZwhd4asYEZCR14kuOE9IgqP2xpeppe3WVYHHmN2eE/SsswwCDXCIkLHrN8PMP3KQMwjJDjuekfq4Mr49g8n5LwfQZ3CidvuS2nPHG5U30WuTuTH+K58uOGL/QsNBtlqMn4qHx6q3GVOZmUpV0Ysp8eC2fSbfoWbzX3odCeE5Y/bYndHjnGaBo2RhKA575EIOi6/qYSTazbmM6TsubKbIR1HEdPTAuPU8sXurNuVL7DWxjGErDJTptjco/WzsWh1Elw2y8mbWYDssDW1p77k/ZzKCCKs37mBrken47c1hcJK9qisJVh9LOLYye2Mi2+HWifjZWT58FDLpwps3haTUs+YX8Ye4EhaHTa5n2GQWyOyRtUlu7IWRY4U2zc6pKU6EnprUBiXMT7oHtv2dcC+ZSLLfU4y4PkIdtTYz9JmHcmv4QTAgEUXWXWhEw0bfWRfnV3/cqeoXZC12PNAu89Ku6XGwf+c5XMFQThM+WB4G0EQEoFfgKXAMUEQRlAeH+oF8MdXjWNACKABJvyjylxPT0/vz/Zfwxa/Vf/OUS79RFF0FEVRLoqiiyiKwaIoZomi2EIURd8/HrP/Iv0iURS9RVH0F0Xx8udcwzRIh/fA97xeWY27E+vypPYu7F4W8vOEAwgaHcbJAu/OBKKzKOPGgyoYS9UYpcOo3RMYtXsCSS3AzyQN84GJDDw7AVmpSOpLR9J7BuLwRMfgnuNYOHIf7lWSKLEBab4KZdcUBnS/jUWEmkH9ryNamDLctSFhakca1f+IVGmCVGnCtMnHsRoZx/nwirhfKkSiAddDckY9eUoV00TCi+wxqJhLcVUXfp54gEJXkY7Bd4gcbIfXtRE4PNaRnmZOerYZhk0zmbBuAhPWTaDF24FoIk1BJsVph4JKXonYHDLG+nwYyWF2PPixLoYfEjm7vDm2TzLROlvjeSqDtNoKsluUMK7bZQYPn4ppVAHZ1a0pWKsh4SeRhJ9E0ocXo5OLNF7wiNFWT5hd+RqUlHLzVE3y9xhTZiLhtycdKXYS+ZjigKREgvU7uDm4DqNOjaHehSjChxmzv8pu7N5oaOkSjtU9Q6zuGWJ31gAL9zxQlbCk8UkyGzlw8ORWRhyawJWfVnAl/gWmYdm0Hv8Qq/4ZFLgaMM/mI6mT6tD15lvS6ulweqhBayIn44gjokRAlAiETTJhaWYd2tyejCQigaxaGm4XBmGQBbM/9sC2dwLme0zpav+GlR4nyW3kBmMySGxuhOMDHe3tP/Kx2Q4sIkvp6P+e68vWMqbvZcb0vcwwx/uk5puhNZSx5GQPTIaUotZI2Z5TC5Pbltjfz6SokiM7tnbC4bYMt/PZ2F01YEf/LQztNpZfnS9QVqgg+sfKPEn1wMcyEx/LTAY/HEFKiiUGoUZ4HEomYPoHfjw6GKlNCTopFDUPYuCEK4SeLm+dt7N5j/WteDwscsjWiox3b8S7JCc8V72n5eL7NN32GPuesdj3jEU9KpvmnV4yIboXdndSKNXJyWvkxfK77XnUah3yQh2GiXkYn39BfCs5Dgb5mH6SYz5bQW5lK9r/NgvXHXGcHLwKRYcM2gx6wmrfY6z2PcbtqhaceF2dq0U+2O0yRhdtQp/Nl1kccJq0Bjoi25uTPlaFIkvFybwayL0KufjgLIgiGkOBdrvuszMviEmONzjgeZmzTTdytulGrEJK0BpIKXLTsbNyBXLnuGAnVUKdSpj1SmJv++14Hc8hu38h8e0FzjTejKGijL1rO4AEoqMdmNdjGDMq3mBp884Muv6QAjcpBW5S9sfVQe5ZyLu9Fb9Qzfblpv7/O+hXW9TT09P7J+i+0sJbn+O7rtCzSk2QWluhlQuk1jGi2pGp2HmK3MwNIq2OCTTLwfVnEK8LSPKyOPO2OR2m3yNeZQXA82RXrs9oRGIzBaGDN9B1TVfyPVw5+/Ny+k2eQXaQCQvWD8agXQalASqifzXkWdA+xsW3I7qPwNYnTZl6+AZnkyvjq3jOtoU9af3oLgBn0quRtcsdn1PvMbliRHWJhhZ9Qlk/oS+iXIJxaDpWgUri2gnkaY3xPZjPwTftGf/jZV7ku/OivyvOh4wpdFJg/lFC9CA1AF4rzcgdW8Soy9dYG9uS0c53WVE2iNyD1tQ2iyBnRj7uj6WMtdzHlAf98Bvxmo8/V6d0kIqZ1a6zaXdnDKdmYrbGjAJ3Adf5SoyXlH9RKtzmglOamoOyelRulsCSC93QTReRloj4mGfysKUpvf3fcnl/fYp1JnhWT0SxVsLQa3dZsbQfjzf7E2CcS/+Y6ZQOKOLDIF9uX1kDQI290+jr9oEXKnt8FWmU9cih1s1JOL7X8Uptxeoh/ciub4y9/DmTX4axargXvjdHcGzqOsb/Mhn/42+J/aEqzve05BcaMXlr+Qiv6obxOEnh3oV6JAQ7QRqcT6iIYasMskNsUJ0tQaXOYf+cTuwHDAs0HAzaz7AfR6FyUbLxXRPWlbagyZJwPk6tRHcqEduxfEMH1+tlGE7LZ+L2s7Q0yqLP2g48qLuNoZE9+Bjmyo5zu/hp0Sgcb2VR/9A72pi+Z87Q0QQpisj3U3KlKAjvfVomBx9i9ZQB/LYlGIDWz2fg+BiUcUVorUz5sNmRwBFRlE6wpHBVHkZzlOyNqIsyWce7m36kPfci/gcJzqp0SkQpQq0KyN+aELYsiNRtUn6acoidy5sBIMbrqOd9i8g6HgQ+E9hxtynP164mosyA4wVBJLbT0ebHRJ6m+nK4yi4+qh24mqijyaEX7D/UCkELNopCpgyfiGWmiqsLAphpc7/889GtBoJczbpt3cnvosHreBln1lUhs7UH/kffkN6/Gu7jIkkLtmSS1Utu725IU/MuKEOz6LP0Gf4GKSwbOoi9tdpi0iod8x/LJ1qltinPb4NsiD/gjfSREYPimhA9WYLvdCMu769MdhULDK8LuB8JIb+tAWVPrHB8mEmZrZLm/R7i2TSDBYf7YltNy6siD/ZMLf/czW3eh7TJJjiHlHyROqd8lMvfX6fla/ru13Lx7T8Tu3MRiMUqUoZWxvFQKDHbXXBfCmWWBlzZs43OPg2Z9/ERo3ZPwDxGxCSpvHJMq2XAyCGX+VRsz7XwQHbX28OwR0NxOSonobcG/4lRbHh/iQEfhlLBOgVrRTEvZ1Una1IRmseWON8pQvIqlL1RtxlWrzcVzqcQV1T+xyJDZULSM2esP+iw+JiHxsyAmPECLgfllJpJsHyaSsCJBEJbmrHi9SW6Hp2O79IwQpf6Ii2UYuKVR+k7C7Q+KhbXPM0PD3oC0LvaC953dCKxtwcBPcJJXuOD3+zy1RV219r9dQpC75vVoOdKlHFFdD9wi5ODWjDi0Hl+29EftQWYVM7G8JAFrhMiSVrng/f0UB7fqYDv2khy95oi22yNzaxYPt72AaBp2zd0tX7JpGf98NwskFnZiKOzV9Dp2Ti8xiRQ0MwfaamOWWv3M3/VMOSdMjDcYknq4BJsjhlTai6hy+TbtDN7x7ANUzCPKe8mK7WQ4Dosik0ep2n6ZBzaMiliugHGiRLK6hbwvO5OytDRbOUMHLe/YWXoTfqtn0Ghh462dd9wNSwIuysG5PoJHB6yhucqT/Ys6AyAxc1I4of6cX7ScrxdU//lTkrrQFux/Z4un5X2QN3g/5xOUT09Pb3/RN9yyOW7bqEHVDYQq2wbRk7jXOwfKInMs8HMoAShRzHJux2w3KIko7ocl2VP0TasQnR3BaJCZGaT8qGfFxr6ELbQD+dbAhojgUJHAbdDsST09cA0UcfhFSvpumw262ZsYdyOcQg6WDpqN82N8hif0JLIFUFkB0qYOuAM63d3xe1oAknd/s9weufzKWh2lBF/3w23RvFs8zlCu2fj2FL9IAll1vRVpnKzxJilU4aQWVmGb9soEgvMUd+0ocBHi9dxDV7LwviwtjKmh8uHQ8psrUEmI2akJyrXMk602syA5yMACO/x859fCHrftNpDV1PaMwfHwamUnjCjRCNnqPtjTgTakXfJF6uBmeS18ifPS4Jl01T6uT5nd0w9NFoJo3wesvJeO9a1PAjAlMuDkNupsDtqSLeF1zn3Y0sKHWU4D4jGTFHC+yNB2D8vJq6dMUv77mPG495Ikw053W8VXR6Mx/+XPEJ+tMbcthCngYmYXC4PtXw67YvT3QKyFpTipMzn4wtPdnbbxojzo4nqtY2K68t/91SVVdhcMySrnQpdhiGW7yV0nnSHLLWSyO529Lr2nKFm6fgcHsvebpsBWFSlMWXVfNhxYMMXaaFbBdqKbXZ3+6y0R+rt0LfQ9fT09L5l3/IWdN91C91caiPWdxtM5GhX7F5qyR5QRHGOEdJCKdVqRpH3kwsFbob8/tsORt4axvt2G6m7aRoGueXv7zj2Hi96+NHh3HP2xtSlj8dL9u5si04B9i9KUZvJECUCuV4SZKWQF6DlbPt1DF41nbwapfivUSEkpHDhwy1StEUMHTAJeVb5So6nrx2i+pOhGF43o8QGjFNBYwxXZ62gxYZZUC+PI9V30unmJAJnxXDx/S1GJ9bHSFLGMJv7jP15Kot+3cHSEYOJ6inHv0IiABlFSmRHrbA8+RaJnS0Nz4dxdnlzAJ7tnf41ikHvG9a03XLSRqswuGmG48UEdBamKNZnM8/tAvODGqGpE0j61BIcl8jYenwzCRpTpnzsQ26COQtanGL+3W4IBuWx7vYVPnDrbA08g2PI321E6VF7cn0FTJJBWgr256MpqeBCWi0Fdi/VlNjISW2hQZEiB79CEMDTJovhzg9xkOWxqN8gALRGMvK8DDj4y0p6vRmJwyIZJqvSyJ/nQmYVQ5oPfcr1g3UorKRGaqDB+aACWZEWQRQZsPUiyw/1wPKTDqlaJKOKFFFavocBgPVbAU23HKQSHa/aL/6XW8yWAXZi8109PyvtqQZb/vQW+nddoRs5uop1K00kbbwK6T1ztEblr5smiBS4CLjvi0G0NCVssgWuF8FqZhxL3E/TbffM8vdnwI5Z61CgZVaf0Ugjkwjf4Mb+ejuZEtKXovu2KAogcEAo+WpDzvtdoVtka1Qz7UiZo6WDx0cu7W6A7ZsSMqoa4rDpORGrawDgdklLXG8RM+siVlQ8wfz5I8npWoTpVSUjZpxjw4HO7Bm5nnFLJlPgARqlDqu3ErKr6AhYVr7hREEtVyynxbHf+wxdRpWvqqn8IZG8tW6k15RimAnDRpV36gJsrbH/zy0AvW9erctzsBmcTcIwfw5PWsXkkZNIq6nAsWUC0Um2yBIMKXNWEzgniQoX07i6ty7qhgV083nH+1wnRjjfZ1vlP5bPPeRFSaQZ8gIBm/daihykCBpQpmowvh9OURN/Aue+p4IyiUtpFUm45o5BDuQ3KcbpsIJ+y8pDnX1MI+gycSomU8obKU7GedyN8KWBdzSp0z2QFpQQMcQKXFT4LFeDIDD+2BnmbBvC22mbqL1gAjkVdDzstophXcqXGK8UHEp1k1h+O9gX+6dlLNlSPoN+Yds+/HzlKD+NH8u9Sz98kQq9aXCvz0p7puFmfchFT09P71v1rc8U/a5b6OZyO/FxtJzpFVqTNLoyztvfIbg4krZSgiCISI5ZY3nwBQlH/XEfkUj4/EBWdtpPga68Kb90Xy/KlOC7N4PxFy7Q0qgAHToqnJ+IWagMp/2hRPwYgLxIwLp+KmZTpGjNjfDYEMm1VxVBocPFJYuCc44YdUjHYkAW+S38ATCNKmDv2e20WjOLS9OWk6o1wEumoc6DsdidMCKzsgTfxjFE3vXEa2s0Pz68SqrGnDln+6Gx0OB4S8qupasZNX06jE4n77oDABaRWuRFWkZtOsXPL7qgLZFytcU6APxd9euZ6f3f2tmPI3OPJVpRgrmhijmel1hVvQGFzQPId5cyYUx5h35Q53AOeF6l2ZQJNJz7hLcjK+K9LYJbZ2tgUKt8nkKZRorrgGgEmQzByoKSYAGD6SaUrSmkbK0jCb00SJMNMQ7MQf3KkmptQnn6OACpSzE+s7MJ/dUeUSPg45WKYogO0UIJQJG3BfJ8DbGdFbhVTCbhjRNOD3SY3PyIpqoPs/YepJIilyStgn6Hp6BMAMcTEYTN88bJPx0vsyy2ul3nQpEd+5LrscfnJHXulq+ueLbhZubHd+FNjAuxg+b8yy1miwA7sdGOPp+V9kLjjfoWup6ent636r82uPhWfdctdNeK5mIFYSJltkpyZxVSessG23dqLu3ZStsR45CW6SidnUMj+ygezq9DvpuMAh8d3tOeAZB2xh+tTkIjlyiiJ/qRWVlJUZsCdJ9MEXQwuvsVLk5pDj+mM9btHsGB3qROqkP34Xf4yfo9k5IaMdT2PtPD+lB0zQ61BRhWK2/NiDetEFpkUxBliWflRGJfuuAz7yVJk2oyfdRJVu7pgfOyJ8QeqYTP5BSa3Yxmy+vGWFoWodxmzoUtG+g2cBwxo0QM3xsxZcgZAAwlZWyb1wPjlBKkLz8Rf8Abt/6RAFxV6WPoev+3wPlr6NDjCaVaGWETA4kYaoDEtAzLW0ZMnn2cBRd74nmuFKlKQ9pcNUoDNcnpFthfUmAWXYwkLI4ad8s/0/Nt31B9/SSKAkt51GI93WfPYPKCY+xv3Yjkzs6cnrmcfbm1uZvug5WhisLmeeT0rcGm39YzK6InZTop6kP2GKdpCFz4nthh5astbr0UzJioPuQGu2H1IBmtnRnChygkTg6svbmfHdmNuLq3LgAOax+hbVEDWZ6aQk8TsipKqNgigrBzvrheyUGUS8muZEqJRXmlK9FC1QEfiJ/nx53rP/7LLWbzAHux/va+n5X2SpP1+hb6PyMvREbKZBvKlNDG8S2hwemo6vnSuddICubk84PfVaobJtH24QR0LST0aPyE9/UNiFpc/uFwMk7GuE8eFrdU1Nn+ipamHxn2eCiiawnBDfewonVXYmZJmOfyjJ8u9MMvIIv8AA235jTkUJ2mmFfP4FnaAHQ3rCjw1yIqdEgfl88UNVRBa7dQ7ht4k/DYFec6ycTOrYlBNlzNKl8oKGtUXTSpOsJneJMVb47nHoHonhaUBkipfHM8dq4KdOoylo3czaTLQwA43mkDqfUEjJONeX70PnWXVkOQf9fFqPdvpKidzanbdVDkCXTc8oT4s3Up1QhIumfw65UeuF3X0G3zdTaFNqE4zZTCXBn7emxmaOp4Uusbc7XzJYbNnAHAwRb1mDfsFMcqujJUbEzBdAlzHnfD00fApXsM47qNJd9HiU4ukOIlYDIIWkx8xM/tBpDay4YdQzex6GVfVC5mXAmpQGBuKgBlCEiGySjpJBA52plmLd/w+HBVBB1MqdaRI+8u02XyS1YnteFVhVo4X5XSeNULapjEsG52P4q3yRh94yLHotpR4CKh9oC3zHG4CsAvSR1IrptP/sX88h05/0WiCJp/sHnF16SvCfT09PT+Cd9yyOXb/VPzGQRDAxx2vKbYu4zh1g+ofDsXaYkOUQLWHT+x4EMHBs+egc+QEHwqJZJQbElBxyqc7r+K0/1X0cP5Nfkt/DlxuQH7X9dlyNXRuB6QYfzBkOH3h9H34n1Q6BhgmojOooxxZy8SuDaH4M1raNrmDRmJlpjuNEeUQJc6L3FxzeL34fv4ffg+EODVyMrsCDhA944PMfzJlAHdbtN26CNSlnhjHqMjv3kR/vNDMYsWcDfLQdCI+AUX43Y4DlEtwShDA4LIT1uHYexcgLFzAf0PTcHpng7/rhGUiVp0chBMjBFMjL92ceh9g5ymlWIZIuB+IZ+z4ZVwvVHMqY7raesSisstkVJLGbGltnhMzORumzVYV8ikpoGW4W1vcafLSqbW64lOLqCTCygjZJxOrUb4pmpInR1xO52K+2EJW4PX4WicT/gQJSltNKTVERnT5zI7fl7Dsx9qIqhKUSaILKrWlM7HH5IyohS7Gwom3b3BpLs3mBPfheT1RijaZmBfM4WPyyrj8LiIwN6fiB8TSN0d03mq8ub1B0/s78kosZQw2uohL4s8MchSM/bePa6kVyC9hoQRYy6SMMadYeOmM2zcdDyMs0g8WRGTrRZfJD+/4CbR/xb6Frqenp7eP0H8hlvo33WnqKmFi9hQ2Z3cxu6Yv88mebEUm/XGpNUwwDRBR3aQBNf6CRTudgERri5bQ9XrE/Ef8w4AiZMjupQ0Wr1KZ8+utpi2SmOp3ymWtu5G6BwrPA9DXHs5znd0JLQGeZ6Uyo0jKO6iI62nP0VO0LbjM24ero1luIYiRxmFfyzl4n6hiDJzBWk15Vg1Lo8VJofZYREq4dq8lXT+MAgHkwISg73J8xZQu6rxOATJo9R4/1SI++Fk+lk/5W5hAPczvYlOswHA8I0xRZ4ahte/z8ntzZCWgWl8GQB3L87+8wtB75u2M7wRx/s1x25zEuktyoibVRVRAqV2WkY1vEPwzWYYuBayqupx1nfsQth4K2TFAof7rKf/oSl4L3mP283ymaJv11XBLEaFoNUhXZbJHLeLLOrcl+xqVvT84TrdzN4y0bcFgpcb9Y++5+YPDam1+CUfmpkRF+yCuXEJlpNFPA8nEtPPhX23yzvxn5RYs2rCQBS5pRQ7GTFo8Xme5HsRsbQCic0FOtV7RUQzAxBFBBtrfr59iim/TkSrELg0fwX9B0+m1EqO6e1P5LXyBwHMP+QAIBSWsPTOUWb7NeZa6aF/uZPS1N9BrLZ50Gelvd9ypb5TVE9PT+9bJYrfdgz9u26hm8tsRZvlPzGo9V2uLWyM+bMkfr5zhqH7J1FmocP9ggbDpHwy6tpwbcEqBjbsy9Brd5l/qD8Alp90pLTQ4nBbRlYlgTpNQkgotOBIwEH6jZ5K91XXWPeqOYEuqUTe9eT28BW0WTMLeRG8+GULLUI6cTrgGEsz6/C2hxfhYxzQGpevIfGky2qGVmzPwrc3yNYaM+buEH6qd4mNO7piHq0ls5IU6xAdxqeewU0not654PfzR9o9jWdraCNMjUqx6pNKxHZvQhoH07Ve+RrMwQ+P0ublKIqKDPD/NR/KNLgfTwP0U//1/v98jv2O2U0TDsxbyeq0VjzfV4XdM9cwI7IXmYVKntTaQ+VDU7AMAdfhUZz0vs7vmQEUag24mhCA6q0Vjg/LvwEa3HjDwdi79A/vjWaJA6rpuTyocpzFmUFEFNkx0v4eQ+6MIPDXVPJqu5BeS8D7SB5LTu9m4LZp9O53B0d5Lktud2JFq8PsrBgEQN4ZF0wNSqhrHcuHfCc+3vZBqgaLhmmYLDIjqqcBHhWSKdHIAdgacJApEX0o0cgxbVc+ZDd3aD1sLkbQ4/4HjlfxoKxhBQBiOstR5EowSYLX26b/yy1mpZ+jWGnjkM9K+6TNMn0L/Z8ikWCUIvCouglpSwTMn8Gg4xNxfqZBbSbFMKWQdZd24ytX0sa5ATI3HetjmmMRWf5HrM7MF7yfWQX507eYpAbyRBJIyICN+F+dgpmfnIvDmtBp83tCa4uYjPRkQmw3VHbgdDQX37tDsDYvota+6ZQ5l2KysgS5thCdqvxDV/fmFAyDS3mlcmf97q7YpYosLejMpgnBLJ45lBJPNRtGbOKHCT3IKjbhdNe1jHw9jU0fPNHGm1CSaEbycFuUj2BHFQ9Cf3EEYHhgG8pmWCAxBJ2pmkrBoWi/4RaD3tdVlm9AqQVMHjiBQldDxD45rEtthWaDI44XX1Ecq8HmDVSa8o6IX4KoEjgOg1yRWT8e5lh2DeQSOL9zIwDd+47hl1QJGSfdKKkL1yvuYVlWDR6MrEnffdf4Mbw7noegw5W3ZGuiuJRUgUipLVOmTMb9TQIPHtRBvjAN03Apm0/3pvOrmwBsC/Ul/ZMN0RpXnvRdRc3QqRxrtZlZkT0xXZyE8pQPhss1bH98mASNKfPju1DXNpbf7d5QbdoEqvb+SNZugdwWPtzPVUOAC1023ACgi/IjbXfOxnr7oy+Wp99yDP37rtD19PT0/kTf+lou3/WwRY2ZAvsXJYwNDcXtWhnFFR3x3Z9DQisJFufeU7a2iMUp7ehQqx25g+uQstGEMxUOcGfZBu4s28DZF9Upnp3H+Hdv0SoknO+ziqBDE/F2T0ORLzJo30UuXq9N+Pqa2LwuIPyCD7ZV0+h1+BaGhmUYbLVEGQ/3m6/DOtgEV6scXI7LcDkuwyBOgeSVKVs2dGXr2E1YX4/B91Axk4+NINtfSuDibEYumYZspAzxgjVXCytyZ/E6vGfnIbgUU9qwAICSJgVc7FYHWYYcWYYc8bw5E/ucx3dLPOK7cD40Mub08xqcfl7jK5eG3rfI8Y4U59sFSNRaRAmY7jUjvZOCdevWI7W1ZntONXICBRIaaam+6BWdB9/HMqSYDT/0YW/jXXgdy6V73zF07zuGlHrGRDUQME3QYBYnMqLneIZZvCJljpYQlTMXKh7A8GMi28IbcW1+Y7q4vmV/j41IJ6ai9rBFotIQ8dgDlaNIQnMFQYaJBBkmMq3CTWSFErTWZQxu0Ad5jpTpMyaQf8aJrnavUTmIWJ0o5lhedcbvHcuHJEfOx1Sk7tzxLJsYzAqXSyz5YQc5vhLeZzpiszWZbfs7sG1/B35O6oDHqSxKO9b+MhkqlsfRP+f4GvQtdD09Pb1/wre8Bd133UKX5ajIDjRk+fyBNFz5BKPoXOaePUzD2qEMfhWCvGsuIVn2qCo4YTAglboOsWRrRbq1G1R+1HrJjqD9TL41gKwgOUN+mYEog+Rcc5bM28GhRtURJSIb2uyj1vY3mDTJQFUm5/CY9mhfm5PvIeO3mbtJ1RpQ5dc3CK1SMHkQgcmDCOb0PY77kWQcb6Yz5PFwIqZ4IT77gFWoWL5uu6qErFplXHxwFru9rxls/pa12ZVQ+dniulOO10/FyFTg+auakJmW6FxU6FxUJFx3x16eR+gcJ5Jm1ML8qgGBq7MJXJ39tYtD71s0KAMhJApefMQiJB/V8Fz2vT7H6N+mEjrXnVsT6nN84GqMb5gROsAbS3kRkncRSEt0/DZ0KHlL1SQ2MyaxmTGGTTOZE/qU5H5q6k15ztzD+2n1YjTbquynWCunxZIZhC51xmaTMbXmvwBgS2pzMq86w/wMNpzcis5AxOf3D2iUOhZFd2BRdAdOVnJG7aJGmiWn8cUwfPZlYZCjQRTglyedud1/BW9SnTm6swUOT8qwvmTEqerbsX5XwIZ6jal7YTrjngzEKAOslhmTPcyWEluRElsRb5MMkhdJmLX2ywwYEBHQ6iSfdXwN33WFrrY1IjdQR52ZL7j9awPCxltxNq8Gg+0esnRzX4qbBOKgLCB2gIijcQFvV1Zl8JyZhI03JWy8Kacf16T7k7G4XRTQ1s/H4lMxlh8FjK6Y0diwlPhtdoxsf4MFi4fyYkglcl/YcrRyMGpzGa7XilDZwtKodsyv0ZbnGW6MCI0ibLEvYYt9uZZdAVQl5NSwJbTpTmzf6KBOJUrNBDp1fkLsMA/qB0XSoWEXJKZK2iyfhZsikxmbD2IYmUHNE58obl1Axf0RGCXKkUUbIYs2wnnxI/zk6TjdkIAO3lz3h5LS8kNP76+4mubiekdA6uOJYk0WlitN+CW1GaNmnWVUkztkVjVi/Kf+5XHhlHSuV7djZehN8sYXIH34DvkWKxYOPsDCwQc4WWkXv44ZgagTeLipFkPuD8dhrQGX86ugEwWM03T4j3pPyphS2pu/5W4DJ+J/82P7hA2UaOS0PTMD3/159H4eDhIRkwFFmAwootaLEt613ITPz284vLMVsd1t8FoWRr6vDt8hLxnVbgSt3cMoa5yPQaaKg4tWMqX9MCSp2fz89ArDG9zDZ40GjwGRRA6TklHfBu8TKrxPqHhYWYHhCQveqdy+WJ5+yyGXr1KhC4IwTRCEj4IgfBAE4bAgCIaCIFgJgnBdEISIPx4tv8a96enp6f09oih81vE1/OkxdEEQnIHJQJAoiipBEI4BfYEg4KYoiksFQfgR+BH44e+ey1TLsGZ3ufprYwpdpDjd0zGmy336/D4LoyKR01vXUefgdBo1DuH+qwAkdQV8f3yNQV5lAApcpDz4eQcvahkQX2bFNvueNB7/lGtH6vBSDWsrH2XOb6PIrK9F1kvNaLcr7M6pT5GjDMOpyag/GZKWY0rWNhNcF0rZatKTiWvLh0vlaYwpPOrMOPsTVLg/nODF2/h9wGBKreBDI2NcKhbRamAIQx+kk6QtoPm+2Sx82wG39RKiFwkUznfAwFWKdUABJZ5qXrbcAEDnN1ORCI8xvfiW7JnVkKoha4vhv6u49L5zM52vMH3GBGoffkGAUQpPlhVy+WE1Lkmq0a3Bc+oMfMO11xU50n4fzbdNQPbOhJUpCmrbx5Nyy5bEKzKyNeUbUYxrO4h2Z++w9Xor6o1/yfl3lZE9C+HC1sbopKCqAimdKxJWbwf5YikpQypg/bGUhW37YJqcRoCzFErUHG9TG5sWEpJ3WgMgNi2jyoZxGMw0xONUJvGdbIgpsMJvXyGClSXxHa3pZ3KLD5aOpNdyo93BWXiaFiEoDXla7MOem03xNCklf54LgR9iCP/BD+tBGQAUqr2oZ/Ock3FVgYv/cn6Wt771MfS/JgOMBEGQAcZAMtAF2PvHz/cCXb/Orenp6en9z/SLc/0FURSTBEFYCcQDKuCaKIrXBEGwF0Ux5Y80KYIg2P2t9wuCMBoYDWDhaMjrPFdyAqRYhWiZs2oPPVbNQuiYjd0ckWJRi8/C98Q2D8KghpT6bd+RXNEHg6zyeLM8v4w6q6fiejqZiNFO+ERlc+FKHdyeldA/aAwWzxV4joykONMWi9kyjI+pOXesAa7P82BfFrJf3NCqjVB65TJ49yUOtajLzZZ+AOiycyns4MHvNb3xWR7C+gstKfA0ptRGB16uNN3xhCVv22Jd4wTzPvRjW7+t5GqNubsugJQjtTGJycE4UcoRWqFoXMhdlS0APrND6RU8A8suOkptdPjPDyXM3f/fXGp636vTeTWQlYp4GGZyurY3O0IuM+hSIEmN5Vw/WIdCTy2By5NoXDITv70F5AaKGEg0zHG4RstHE/A9lkL1MXEA3NnvTzNlKA27fsJfrub62Zq0fZHK2elliBIodpJj/N4Qf9U4ZNkyfC+lona2IHediMVYK6IG2PJs2Gqavh6K+rHAhao7ARjnORpEkKkgbJIF85qe4uCkjhS5SUntFcjyHvuY+64r0sdmFFbWErgogejRHtwevoIGdybhd6CAElsjiu1l2C1QwDNwNylfyyW+q5xzC2uyvN0hen+hPP2WJ9d/jZCLJeWtcU8gFzguCMLAz32/KIrbge0AZmYuokYnQVOtkFo9P2IrLWT/tNWka5VYXFDRbt1sSuaB509PGLE4n6RSC+73NsUssvyvp3GGlp5D7nDEuClLehzgR9kA9vfYwOSIibgf0TBxwwHW/tgfS61IXBcp59tWo/GJV9xUVkce4IV3v1dIbKyodzmGLXN7YVYYRllVLwBSJltjZpSFz8hiYoNdmGp9i9PnS0hpGkjkAAtiT7RA569i3ai+2Gt0jOw6BocnImm1BdzeqEloY4lJqoi8SMRxRAx7LzYAQD3KFM/scOKH+yGxVZHTMQiJSckXLCG9/yTHb9RnzLLr2MoKSD3kzJK0FsQP1nC24XpmtxlM6BQr8uq4YOBchCQhjfRpBrzZUIXgmfkQa0KJl5yTueWz1w963KHSmilIG+Zgus8cbQ24XNmK2PUSAtdkYOLpQEnzAuzOKSlyBLWzBfKX4aTEVKCwmxTPhnFcLXZA/dAKaSl0eTUagDEH77P+VCd0cgiYGcKqvS3xmptEWLIDPstKKemuoINXCPfO1MH5egE+ZzNJ2+5B63WzMG+STVQvK+o0CeHllSCMl7lgUEXg2stKALg1FjGNkqATv0wwQkRA9w1vcPE17qwlECOKYoYoimXAKaA+kCYIgiPAH4/pX+He9PT09P4u8TOPr+FrVOjxQF1BEIwFQRCAFkAocA74r1VvhgBn/9GJhOJSNCOMMb6tJLXEjDEfBvJQ5cOYM6PYnNaMUcMvcqP/cqSW5hzc2ppPw3wRPIp5sWALLxZsIbGrlh7mLynxUjPrYS+0xjrmjh5DZkMNxQ4ydlapSMHgPCRakTIltLj0kdg2RngteMWNWtvp/y4KVQUnGio/UWIlIb9lAFH9ZET1k1GcoiQ1zZyY4R64LhHopIwAN0dCOmxEni9gkgi+46LRycu/LZj55WCYXYaJXy6SUi0maSIZNUVsh8Rhf12gkXUEjawjGH/xIqG/e1G1awhuu6Q8XrEVIxM1Ribqf09p6X3XbN7AxZnN6GGSgcMcuHKvOqFNdyJFhK1F3Oqwip0rV+O+WIeoKsEg0hCDPC2PptTGPBLsfo3hzcAA3gwMoEOzHridSeNI1WDSa0iQ+ecT81sdjBOkhI+2p8BDxPyMktxORdyZtJIB2y6yOeQK/juLcN7xjiWep2hnnIbKSYegA8fFUhwXSzmbWoVVfXczZtBFBBdH1GoZZ/0uIYrwaZySqgaJnHhXjfQGWqrsCSGslobsBqW4XM2mTCPFtWYir5JdKLHTkh0gRxVUgtcxDV7HNGQFyHg+ewNbx/f8MhkqfrlRLoIgtBUE4ZMgCJF/DAT5W2maCoLw5o9RgXf/0Tm/Rgz9qSAIJ4BXgAZ4TXkIRQkcEwRhBOWVfq8/+9709PT0/qEv0PwWBEEKbAJaAYnAc0EQzomiGPIXaSyAzUBbURTj/6d+xb/0VYJBoij+IopigCiKFUVRHCSKYqkoilmiKLYQRdH3j8d/OPXRMkCFw8F0HK8kE7PBnzHe91l+uwN+v34gtZMRl+u4cavYm4RRgeQFaml5+CmaVCPat+lD+zZ9+NRqG3uzG2Brl8eblpvwPKUlpa4CpDpMBiST2a8q1eyTmLT6CA5PtUQW2xG2sLzT847KlfWRzTAKS2XizrFkV9dQ+Yc3GNkUY2RTzJsu67B4boDaQqR4cSF9wwaw8OJBrhZbURJQwslfliM42pFeXYG0uIz8PCMUz8K5V2M3pfNysb4RS3Cn7eja5RC+Jojr6YFcTw9k8bwhGKTIyGhYwKxt+2k4eQxmR0wxO2L6by83ve/Pyt82k1lFzp58V346e5QKNWKYm16LrntnolrizIjhUxk1fTqSghJiZlXG+oOO1DoylL8lYR5TSsQef8KmmxI23ZSUFnYktbcnQG5CmaMayTMzFvQ6gmmiiPeJQpZ2O0iho4C6SE6TZ6NYeqwHza9Po/+hq+R1qMjcel2o/mA0TndEjNum03r3Q1rvfohsuJTpx4ZxaVAjIhcYY33JiDJRi0SqwyRaxojQQVTySMIwWYaBRIM0wIdDjbeTUccK517hTPe4juSJGWYu+Sjywf2glJhucmK6yUECQQcnktRY8cXy9Au10GsDkaIoRouiqAaOUN63+Jf6A6dEUYwvv674D8PQ3250/zOk5FkS/Wsg0UOcOL58JR6KDFa0OszWj5fRZGQRtt6f3550RG0OFiFSrlUpH/caMdiSiMGW1Fw5iZMfqjLT9zrni5yxWxCDcTrY3FMQZJkK3TNpYvGJ4GqVMU4oppoynksd1/BpbRWaGiVgN66YlE5uuO8IJ2BzAc/T3XBbDG6Lodbe6QwcfwWTRIHEcDuMu2UyZtEUnhV54+eSRvvNswk4FI2ycQZRvU253Ggj+W0rUHfbdHQ77Elv78n4VwMI3xZIiaUEyTAZkmEylEefMbbXZbKG1mH8jSGk15SQE1B+6On9tblR3fh15AGCYxpgLFGTucUDA6EM+xcakhvKMYzMIKOKhMQO9jRp9watAsZ3vYyqWSat1t3DMqIESZ4cSZ6cbbPWk19FzXWVDN9hLxC0MO9CH6QlItKcYjzkWTiteISDfR6/VzqL2k2N0xUprYxjsRkfS0Y7T5QmpVzbsIH0MFs2Pm3OxqfNCZvmiE31NPL8lBgZqslqV0Lb0ePxnZ2FvFE2A9ye8bv7GXr1uMfNhQ1peeIFXrISSqxA26ASC8M7UuyiQ/PUkoVzgjm0cy0GmRIMMiW4XM+jYt1o6rT6+EXyUwR0OuGzDsBGEIQXf3GM/otTOQMJf/E88Y/X/pIfYCkIwh1BEF4KgjD4H92ffnEuPT09vc8lAp8/xjzz72xw8bdO8tfBHBlQg/J+RiPgsSAIT0RRDP+fLvhdN+uszQo4u2MDo3peocfcWbQwUrNuVj/6/jCTmCV1sb0rZ3adq7hfVmEeXUbLNzlUrhbD8V5rOd5rLRsnbcH0hSHzD/fnUKPqvE9zIKeCDttr8SilpYjnbEhUW5HTtRLSwhJWHe/KtOheGKRJGdGoP8WVnDg6ewVjHz9Gp5BR+NwG3csP6F5+wCAbbrb0w6tbFK7XofPzWIrbFHDsVn1om4WsXg7vplfhWuX9OFVPYWpML8qMBUptdaTXFBB0Iq/r7Ub52pCmo5+S1diJrMZOCDUqMN4iEttn2SjSZdi81WFdPxXr+qlfuzj0vkFGP5iwq1UzsvJMuFvkT6GDhMamYQg6sIgQCf3BAbu6KTh0jufGwyrUm/Wc4N3tkNrZEnyxJSU/5YIO0MGotZMJmBzGxsQWVHsNrqeSkbkUoYwvInSuBUM3T8HpiRkyqZbIUgeGV3+ITKWjy7uhhGfY8nDhRp5WP0jFW2N50HMl9rfk2N+Ss6/TFkrO2uM/JQSZVIeYbkDe2HyqnEtgRdAJVl3vQOdrk8ktM8Y0Ih8LaTH1T87A7VQqsudhqC/Y4hyYhq56Aeu7dmN4u+HYPy/D/nkZMT9JUQ82JL/sy82m/kJruSQCrn/x3IXyCZZ/neaKKIpFoihmAveAKn/vpN91ha6np6f3p/sy4xafA76CIHgKgqCgfPmTc3+V5izQSBAEmSAIxkAdykcE/o++65BLYZwJzRdMp0wJLsNj8Tk3huvrVzPRtwWek4xwbpPHoTkdMH70goS9lUlRmzPc6QFD1k4DwGnzC+SDwLdXBFHpvryss57AnHH0uPGSHb93o9AfHoysSf4PBQyf+5DFDzoQe88dr+0xxIzypMRey/jBk8gJMMTSWMXdESv4tUMLALLSsuC4jHUeRxj3pDvbN3TGSATRAcKXV8Wn6zMSjleg1dtBWP8gQWNmQU4ngVZ13/LwRFV0MsjUlbB50iYWt+mJdm0WACsq7KPZ1KkkzyhjZu3zmPcu5uebfwzJavVVikHvG1ZiZ4yRRofvIhXXox1wlrzj7MDqFLjIWDQrmBVjB5Fa2xHrj1r8H0dRqV0iyd0syLtszbV+K2i7dzZ4qgD4sdNZ9l9qRlKBDJlEBwWFOOyzI7GljCYBH3j1tiL3o7x51HgjxaJI88vTMfOWsdD/ErFqG5ZlVUSHgJVVIU32z8LMoPwepy6egGVUKaGbKmCaqaHMX8KL3oeRIOFJqQafqc/oFpJOdIkd0X0saGMSyUbvXKKGOmBcRYFWm0sTu0jmVXiN7oqOOqunYpxRXqMKIXJiVoq0MUn6Qjn6ZRbeEkVRIwjCROAqIAV2iaL4URCEsX/8fKsoiqGCIFwB3lH+PWmnKIof/t55v+sKXU9PT+9P94VmDYmieAm49Fevbf2r5yuAFZ97TkH8lhcm+AeMHFzFY48smfq8D9piOU5XpBQOzONa9Z08L7XhYk4VLr+thDJCjnGqyL3FG7ihMmXS/QEAGMYoaNjxLR+yHNEct0WRL1LkKKGgjoomvhE8PV0Zt43vaPIkjTsZfkSl2eBum03CY1dE3yLKChX4byyi/cGHXGkZRFJvT2r0ewfAqwOVsXlfQq63IbkBIn7b0wmdaU3AjBAid3qjUGgwPWXG7kWryNUZoBUluMqKGFejK8nBNkgvWFHkDO7nC4jvYIrBH4M4RSmcnL6CSW2GETbVgi41X3Fnb/n2Wm//+Oahp/dfdoU3pFinYPu2Ttg/LyZijJTAOSkUVXchsU8ZCkMN7ou0lFkYIStSI3yIImp+VdxrJRAV6oRptBR58/Jvh9or1tz9cTXVT0zFMF2CaZyIz8RQIjcF0mzmI/I1hjzaVYNiB9CY6fD94Q3xs6pTu+MH0kY4oHYw5cb+XfjeHUJt9zhyu5a3J4c+eM7c0/3wPpRH+Agzfm1zkm4miUgFge7th7LzwnZKRAF7iYyqJ6bgdbKUmhte8bavHxQWk7zZlB4eb3nc1oPQhS4Ezk+i+sXyASQvctwoVBuQ9ciBT79Of/l3Oik/i4Gni+i4YOJnpY0b8tO/fL1/1nddoXtWUoo/n6zKsqM9cLlVQuQAGdYvZeQ3K0KTY4i0QILWXMuOlruYtHc0ZrEi6l455MabA2DsWIiVspi8S47kVyhDWihDkSvguSOGiNV2LKp+lu2juxPdXUFIj41MS25IxMwgfFeGcDPaH3W+Av8dJaTVNcXpcDihC7yxeiMFILu+mkvN1nO2oAq7zrZic9/tmEhKGXpwEt6bY6h+KRGlrIR7bf3QpWfQ6U0Ke2PqUtc+jjJRwrPt1dEpwP5JPp8mGuI7rHwHmMSTFfGYlgtAzjZDVGUybEyKALjZbPWfXwh637Ral+dgsMMKo7PPiV5WB7/gDNBoya1lj7xQR2IzKU6VUkn8ZI/3CTVJTQyxfatFGZJJbG97zKN17F+2CoBWZ2dg4FiE0qiU7Cwl/iuKie9khevlXCL7m6PIFTgzegUT3RtwJukZa7MrcfnnpqT0VqMploFOwCRGhtuFbDQWRsjjMwHIr+HEnrWraXt0Jqu77WOjrz8RO2sQMCOCHe8vMHTgZPI9DCjoVIhb3zDCgyvzvMUG6u2fyb6+G+h/YQL+ewqJ+0nAc1IGW56eoOevswCwHxzLeb8rtHGuxg3dsS9UoU/6rLRxQ3780yt0fchFT09P75/xDbeBv+sK3Uyi5niXRpTMKkOeXoi5vZTcQHNINiay72badx1MbEdTJu8aDVIodBZwm61j7rnDAOysUpGBrz/RaWYSjVZNx7J9MrVt4rkXUwfvIa85cbMmCRM0CIkGVN88GbcVL4jfr0U20gtJdxPMcyDPV0ZeBQ2KDr6867yWE83Lt7qqZJjI2PD+pD1yYmKviyyPa8tir9MYZEP0GE9CX7rgvU9LSR0FBYPNuJ9jSlaOknuXa2LUIR2jbB2mtz8RPTWQWr7hBCc+BaBQfEjWfQk9d8/gRNAqeuyfQfF7i/IMafY1SkHvW3an6kHqek3F9LYDxmcEtKZGjDp8lqZGqdQ9PIOPfTdQee9kbMPLaymbd1qEiWms9TtIv99nYZitpcOe8tauTaxISawpWb5G2D6RYr8jkhm2J5hcoy+2J0FlA1EaK2KOVCFb94C7w2pz9ewGWs6YTFG/PJzH54GBgpLtOvKOWmE2v3yQXfYdKd3XzMJ3dwgzdIOpcj8Su+0ywtZ50+jWFOgpxzRGwNSohPDgylAow1iQYRYDCyo04mPEejoG9sTohAufZivpNX8WyhQNAFYGxdSeOxb55XRo84UyVV+h6+np6f0H+OcmFv3pvusKPU2jxDTQmoDxr4n6tSbKy+AWrcYwKZ+c3iryfJV4nCvgxJmdNFg1Db8eESTFejPrZl8Aql2NZcvcXiyoIcH7Ti4xlk48f2pHXi2BG1F3qXx+Mn6TXiF1skc0V5I2oiY+02KY9eAqp7NrEtHaBHUVL560X0+zhFlUvTsW62vlExiyK4J1hUx2DtrEwBtj8Ntdiv9xHeenLqfJtWnIjDREjxCwuSngNCCBPC9XamxO4IXOjeV+Z5lQeySbV12mT3AgPe1eEJwXAMCxhOr4mGficS6PPiUz8DqfiSj7rotR79+o/YgJKCZlMsftImZTS7k6siKnMmrwwzN/5nU6Re/IjmiNRG7+vpaqx6aiM9HyJOAgw+r1RrUunzKpDukLCwAkPTMpyjJlQ73DTGIQD+5VIOGqL446KDPTYZAn8tPaERhLIbq2KZKwGEpELQbZGiwm5BM61xWhTEDxQIJVjzSmeZZv17h67QDSaspIHBEEIry/7Yv3g2SMB4lkXHNGYwJWIWVkCbbsnbCFGb+PpfXNSVhmqmj8NItqD0fia5dBliFUqB6D+sdcBD8PAJ7erICmositoL14fqE8/Za7Hb/rTlFzI0exLi0p7FgV04g8Ku79xN11dVAUiCxesY0lVRpS+V4BT3+qhXFEJnG9HdEYg/KPFRQsw0uQpxUi5BWQ3N2TvJqlGCjVjAh4zCTLMOSClFoLJ2CUoWPcouOs3NgHjSG4HU/izMNTVN08CXXFYtr4htLQLIJ9NSogODsAoDMxYOSRcwR3b09eBQsUeVo8fvnEi1MVeTVlAw3nTMRqaDzJ590prlWMl30m6afdKHYArZHI1Z4rGfWpP5v9DnO1sAJXG7gDoM3LJ/FEEAa3zFg3YwvDnw4hokn5zn0Sh/9xRrDe/6O8Di/G/rwB6dUF5F7lnYqbou8wufVQJl08R5ZGyYFK3pjdMiNprQ/JHTRI8mToLDRQKMV/1jsGvin/XF3JrsSTWA+eNdpCj9C+qLc5YnrxLWnDq+F4JhZdTi7Zx52x/lGKGBlHr9cxnGxfF1QlRI33wipUJKW5hqBfk4lZa4Xb0vJ7jJklQSbTcrLmdkwlOqbGdWOV22k6rZ2Ny5EYOCQQGuWMv1cy0Y/cMYsBu2vx6PaKSPpr0aZn0Pl9OvGl1jz6rQ5ptaQYBuUCYG6sQjlFTkJnG0KWfoFRLh4uosO8KZ+VNn7UbH2nqJ6ent63TPiG28DfdYVeZibjt2cP+KWGERGb3Im4WYdLC1Yysd8E7hYGMO71KwLk6dxyqkeelyNGDTPJyjBFm14+RS1qmEDgAjUhv7nQoepLopspyDrigBaBbq37k9zSBufbGZCTx9rIFph2SkFVJifE344urfuhaA66cGOiRyt41qsP5tVKOHJoEwDDo7rzIN+PivvC8TDIYM2ljthpFLyfuoUOzfsy5NQFLjT0wdkpi0/ulkRkOTNq9E38DFPY1aQB19v5sz/gII9ULhz7rQ0W5uUz3Va/vczAt37Y735D/GQrrC8ZUeXpOADe60ct6v0VC/NiXCYmsM/tLO9L7Vk0dDAd9tRi2InrLJo1lMz+xfz24TwAPzX04WWrDRgKUuotn4rjlhd8WluNA/3Kt1Us8DJF1whWZNblRoUz/Di3Bldd69J84DOeZdXEZaIaYayElOZWHLiwmy4PxiMfYsTpoSvZmNGMq0bVaVP5IyG77PFWZNJuX/mkx/bKUMwlUvp3GU12JVMs9z+j55BZOO57jhjkQ2+HW/z+2p30o+5snLWDGVtGsejeScbPmYpF4QcSf6jDxW7p5Fa1IbOvig8Nd1Fxb/nQQtubRsT2MsD5joqQv51F/5yvuR3RZ/iuK3Q9PT29P5fwTXeKftcx9GpVFKKk9jImzDrJwaTarPU5Rr8NM2jc9yVVTBJYdbIrQ7rcJNAwibl7B9Ol50NOnWuA+6XyiTiXT+2hQ6dBDD98gbv5/lx8XRmnm1LS6ggo4wRM2qZRzSaRK3erc7THelYmtSV5mTdlJhKurVhHj95jUP2ax3b/gwz9OASrPqkgLZ9YVHbSlOzjrhQ5gfeWaNS+jszfswctArNCe6LcaM6VnVvoFtAMpFKKj1vgaFzAQc8bdArvQI7KmGK1HFEUKH1vgV2dFAAMpBpi3rkgKxAIG7mFtp0HIo0pX6TtcsbWv51Rev/Pamc7lrFPnzD51gBcrgjsWrMae6mUtrOmcnPlerp7NSbmgB/tvEKYYnuHCTW6wnEFuumWiBIJUdNlyCKMADCLETGPVFEyP4/i4450nnSHdqbv6HNlAp86bybw+AR8Zr4k4YdaqFy0BMwOwfSyAdOcr3KjoCIPh1SDsBhULStxeetGuvQpXx5clEpQhCagO6pAMs6Y0GmW+BwoI7OyEZd+XMGoqJ5EX/fk8pjljPFvRdrwahin6TBOKyXX1xCtgUCpBSiTRDJqiJjGSBC05f//wvrFbKh9mDmrR/B24xeIobu7io4/fV4MPW7crD89hv5dr7aYrjFGWibyutCd6CRbOt2cxL6Ja7h2vQY7oxsgaGDXh3qcz66KeYN0Xtc3wTgV4mfqiJ+po0zUkhtoyoLd/fE3TsVv1HMADNMELMPKMF5qzrvfq+J6S8uYJVPob/+EfDcZ1We8ptq9sUQMVnC9wnEeqbzIf2pLdreKRG51J3KrO7J2aXQcdw+HeskU1HVH+ugDSzr0wleej8FuK8qUUro36km7p/F8WhCAYdsE8jvD6mxfDvucIjXaGruVhnhZZSFoIfuOI9l3HCkKdkFnUYb7L09oNGkM+X5Kkgb5kzTI/yuXht63qN7tZOaHdCJobjTJ3cqwkgr06TAcowwNL0oNaPoyi0qOKVy8XpsJdXsRtdkJpUxNgbcpluuSUYQYoayZibJmJkYDUkipZ0xSmiU2bwu4+XMjps+cyMLmJ9CgZWfn7RRddKU0UIWzVwZhG/wIME1FK0qoYxLJmGPnkBgbU2ZcXu1IHr9H8vg9ubMLiZroC22zyK5hg9+E1/y2byeFjYroOmcmJb86Yv9czbjGA/gt5D4ylUhu/wLi2hmR366IVqMfIa2Ti+XR1/jvzOX2zFWILXMQW+bgYZfFrK0jUJt/wUzVfebxFehDLnp6enqf6xsfh/5dh1x8KhmLs07UYl1oM0pizPBfHsX4h/dZFdMaca09mSOLeFgrmFydhi4rZqNM0lKmlGB9NxGAMjcb5CHx/Pj8FrN/HoumfxZFKgO0Wgl2x4yoN+8ZHxqbIJ4zQzfHBptV8Tx9GsCUNpc4sLw9XqPCid7hR66fgFQFJZ5q/CeWd71ILlnAALA7WYi9QT5NzUJZOXogAPJ5qcQ8dEftrIZSCVMaXedq71pE9bfB+a6atNoK7J+pcfw1iqgtAVh+yCMvsLyJke8hUOxfikSqw/yhERYRaq7v2wGAzCHyzy8EvW9ancGrsTj+Gp1ajcTQgLhZ1TDIAbN4LSbReUTMMcTsnjEaQ7DpkIjkN2s0xjIkM9NIfOqC/XMt6dXLw4hTe53DV5GKmaSEPtfGs7fVDpZ07UuJo5KOq29yYVpzDFMKSVoooap9Eq9PVsBx1RMqvhS4cqoOjo9LWbBjJ7FlNqxf3Bvxj/hAnq+A8x01G3ZsYFdWQ1Y5vKJDeDuiHnjgfFeNwfNICloEkDuwAJttxhS6yNEYgU4GHl2jaW7ziQKtIedXNyWjaRn+64qJ6W4BgPeeFMqcLNh3aCPOLin/esjFzVV0mj31s9LGTpqpH7aop6en9037htvA/zCGLgjCREEQLP+Mm/lnZWtMODmoBe6jUsGhBKRSpr3oTWmwI6m1ZbR2D2NpZh2anp2J06UUkjprMEkuQ2djXn7IJOhc7Fnapju5vgJtnUPhnSn2RwzJ6FPMp3w7uj2LYo77JUbuPcvj135IVQLB2ztgfTqEmc5X2LVgNdO6nUNtKdKlypv/3n8qNNaR/LpuyCVajj2tzfoa9VC8jibP0wBJfy0Lex/C4oUC/x3F7Apuh+m2bBR5kB2kQF2hGMNHYWTMdufnX/aQXtcCiythWFwJo9hXjd+IdzicNWDSlJMktFDQoeNAOnQc+LWLQ+8bZHUvAeMbZkRsrcmn1ZWRFcPGaZsodJSitjNBGmnMuTnLMWubSkycPUlNjEhsLiPjsgtquzLWrN2IaTyYxsO52p5EqB3oc2kCyER2pjVGKC6l25prXKtsiSiXkFPZkoJsY8I3BjFpxBnijlbk9Puq9Ox1j6N7N7DQrza/v29PVusSbK/FYXstDuv3OkotZYwOHUgvy2dUWjeOsLduqJ3UxPSHoib+5PhKmB10jWbLH7J2zibmTDqEy5FoYs96cXl4I/bcbEpO22Jm1r5KdC8LvIOT8A5OIr6nI9ZL4/k9rfnXLoo/xed0ijoAzwVBOCYIQltBEL7dAJKenp7ev5kgft7xNfzDCl0UxXmALxAMDAUiBEFYLAiC97/53v6h4jxDBhy8gq6wiKuNNoKJMRqVHOMUNTZ1U5lic5c3DU3Z3H435++fQpFoQHIjBWl1zUira0bm1GJi5skYdekqWkM4dLcBcwccxeTSW1w3ySj50R6A+DIrdlUNYmHLE7hdK8H5SgaNHqQydcYkfk/syPm21Rja8g4A3vd1eN/XYX9Dgdm9SGJm+mGYLCN1QBCCsTGb564nr4EHc191Id9LZPnJnRRVV5G5wANRAp2G3kdpUkJu50qcPbqdMlGK/f0somYGEjUzEOfzUmzvm2D+IJbfL3fHc84T4tubE9/+S3bj6/2n0Dhbs9PzLM5XBX5qep6n09YyZdkENG1ziRkqUupYxrD+kzD52QSrp3Jejl2Lzy9vcHpQyO+NTzGn/ygajntGw3HPKDllxckxrZCYq0EtIbOvGeQX4CTPYWzYJwJ/fcf2RWuYXe8KWgUcH9Uam+PGeBySYCotodGOmYjX7HHaaoDlLSNm3b/CrPtXSK8toMjTYjFey+hNk3A7lYb38RI8jgoErMzH5H44vfvfYeHr9uSUGSMVdCSUWZG4xQqXi+kgitg9hwcNNrPqegfqN//A+BvXGH/jGm6H40lY40t0U/mXyVAR0Amfd3wFn90pKghCFWAY0Ba4DdQFrouiOPvfd3t/n3WgrZh22xzfGyOQKrRUck7hVagHI+re53HvioiCQM/T9whXOXBrfT1sbydjcSifnPbl/+fSmj5kVFVQVKWEgBkJuF8s4M2aaghakfQaAriU4DctCeRyiis6kT5KhctKKZuPbqbV9akErMxjxoVTvC1x49LEZhTMzMdmeB4AmvRMEubVxb15HBFJdljfMMTq2Fvi93thddAEWalIwbg8rlfdQ6moY1jXMXwaqkSRI+HtiPXUWzSZ2VOP0M0knY79RlFmVv6BrP/7U2qbRLE0oh0WC4yQhMQQPbsSAOFz9TsW6f3f7sf6sDS+PbqhCsKmOWLgXITn+FQipvsi8ymgTC3D2TaH+EQbbO7J6Tb9Fq/y3MgtNSThsSuu11S4LI8CIK7AEnODEnKWu7Nj0xranJuB/VMBs6hiZFHJaLycmHjgBPUNM+g5ZiqygjKSGxshKQW7NokoZigp8jQlubEEpXfuf9/jjsr7mTFtAgkddEgLy7v1bF7D2DmnaGsSTcffZqE1BPMYDYapKorcTUhsp8XzmMih4HU0ODUDG58szFaYYrYwke52L9nn7wpAyoz6nJ6yghHjp3H//L++toqBq6voPP3zfs9ips/49sahC4IwWRCEl8By4CFQSRTFcUANoMf/5qKCIFgIgnBCEIQwQRBCBUGoJwiClSAI1wVBiPjj8ZuM2+vp6f2/7bsOuQA2QHdRFNuIonhcFMUyAFEUdUDH/+V11wFXRFEMAKoAocCPwE1RFH2Bm388/7tEUaBTvc7U9IrH/IYJb157EbQ0nes/Nya2py0dTz5mTXB3jj2rjWGOjoLtEh5HeJHRI4iMHkFM33qQKj1CMDRWE7XRkSsfK7BjyWpMY4t52X8NvYJeEbXRgV/vn2X4ujPI7ptRZiqn9ZkZLGh4hg1XdzPq2ghu9KuD4+IofvK7TNREH6Im+lDtlQ7jVJD0LqWKexJWb/Po9CIBkwumKCclklJPxpLAU9S4MIX6NydTtKSIJ11XoXZT08W9HhUGheAsy+HH1Lrk/lCEyfsUTN6nUNskiq0B/jyqegyfTZ/I6VIR77Wf8F776X9ZFHr/yZxlReh6qBHz8xHNNNRyjqfC1Sy2996K2woBR5tcmtuHc7zZFqxCisgsUwIQn2mF3Ust+w9u5M2hirw5VJHaNnEkB3tR8de3jI3oh91zgbRmGhJamZDfyJv0miZsbdyYVktmIlHrkBWU4rE7lrJaheQdc2Hgsauk9i3B9iW0dvuEebAp5sGmSASRrEFF+G8roWWDt5h655DVTsXvV7rxpMSeDhPvYZArUmwrJXa2QIUf3lE3MJqciYXMTW6D55kyatglIJmfzlDHhyx824EG79Q0eKfG5kMZra5PpdhO+uUyVfzM4yv4nBj6fFEU4/6Hn4X+sxcUBMEMaEx5TB5RFNWiKOYCXYC9fyTbC3T9Z8+tp6en92/3PVfo/wZeQAawWxCE14Ig7BQEwQSwF0UxBeCPR7u/9WZBEEYLgvBCEIQXhoXZDLr+kOefPClTgt0zgZCfbMkcXITNey1b9nTCslUK+1ttQ16oRbbKhsCFOWiMQGMEl3MrU888CtkDM1y2yOlZ5TXPVR64bYii6o2JHHlZGzFCybDXQwie2Y1lk4KJ6yijT+PHbIxsypz4LmCkxX57EmE7gzCUlKFRimiUIm+HB1HaPg/R0ZZq5glk1LLgbrY/Q2ddIMg8FbW1lgnHR3GozRZuNV/HD15X6PZxMFebrWNF5H1i862YN3UUH6dWYleFfWgcrdA4WnE3P4DwTTUYldCIp1tq0HrWfcI3uBG+we3PK0G978a4rmMIXe5FRrdA7rdci69JOh+G+PO4yJeICTJEUWCoxTN63RmH+apkptjc5WW4O9IQE2rMe0mTfbModBUpdBV5W7d83ZSYNko2+R7hzKKVPGm9Ftu3WuYu302+r46jz86QW0PN2d2biOtsAcZGSN8psb+bzvwrvdBkGZLbrZCMUiXG199jfP0943+ZTGmsKcKKbK59DMLLMhtr8yKWdTjEoqWDWWD7EeuHKaz6eSsuW+Rce12RF3FumOy34HGCJ5lVDBhne4eY565sHNgTowdKTu5pysk9Tdm1Yw2+I55juevxF8nPzw23fMshly9NBlQHtoiiWA0o4jPCK/9FFMXtoijWFEWxps7cjL7KHLpUfY15tAZEMPsox/iSGQntRKxDNNyscIKfo7rSed1NMivJYWcJeTVLyatZynz7W1zo04DmA58hiCKXYgJZfqgHL/ZUwdo2n8BFGQztdBOem9N72WV+eN8DwaqUIw/q4mKWR8g5P/w2lhKVb02JNbwo8sL2Bdi+gOgf5UwLvEn4bEMOnm6Gdd94Pp3w4/ygJoy3ucetDqtwv1zCvswGTGg1lJkHh5GebYaVVCBWY02ZVorGWELDTU/5oVIrth3bxLZjm3AwyCPw9yQeJ3jiM/wT57c1Zm71S8ytfunfVV5637H2Bx5gFC1n8ZwdDHdrzKOmDiQ3t+RuNTO8nDMoOe5A7w/DCJj0ieeR7oyJ6oP/xBBECdw6UBvTWPDdn4vv/lzSh1Unt7GK6En+9Hw5imF+LZEKAjYzY1jbrzchPTdS+cIkAn+IpcqpKeikUBhkg+uSp6Q1sSOgSjyXOq5hS/WDpPdQIvh6IPh6YHM/BbMogag0GwJW5hN70AfLbgnEqW0QdCLD4hsx58ZpItT2xI3WcrbNeoKcUygzFigpUmDzvpQRC6ahsSsjs6oJTidjKVNCmRImRffiSOJjolfW+3KZ+g2PcvkaFXoikCiK4tM/np+gvIJPEwTBEeCPx/SvcG96enp6f5e+hf4XRFFMBRIEQfiv5QFbACHAOWDIH68NAc7+o3PllhjxS0YFbh6ujcmDCCzf5WCYK9Jz2nX8p3+g49JbVLg/nP0BB7k8pCFldQvY7n0M0zcGmL4xoNvMGUQMtiS8iz1JjQzp7PUBQQcSLSj2WaHZqaGj6VveTdrEynvtKEgww2foBwLXZnDS+zomTTPQmCuwNFChTBLZ+7EOlhdDsbwYis+0dE7U8kUeZYTWUET3mx2LJu4mz9+Unm9GMM6/FSv2bmG5413GX7yI0301a2sfIVYj5+eNQ9Adt8FwZDIGkjK0FbwY334E49uPoI5xFFPvXkMi0WFnUECev471Ec1YH9Hs31Jeet+3zSGNqdz+E6kaC1JPB9DuQTSCBio/15Jz1BWxaxbZb21xuanD8qkBAWZpSBztEXQgb5GF/cUY5p89wPyzByhwB0miETsHb+L3Smc5EHGT+ntnoupYSsmiApr+MAkP7zSiJvth5FKA1+oQcr2lZIyqQ2HLQno4vPrv+zrx7AwaMwM0ZgZEjHGkoKEKTY4h4cOtMUvQkDi5OjuPtSW7EqSqTFnUuS9bVnSnplsC8+K6khbsya7fVmMYZUD0INB0z8HuthzLT6XkNHbD/UIe7hfyiL3kyVu1CVrrsi+Xqd9wDP1rreUyCTgoCIICiKZ8fLsEOCYIwgggHuj1le5NT09P72/7iq3vz/FVKnRRFN8Af2vAfYt/6jw6gac1jHCulEvHB5G0UV5g5OiplOlkzPvwkGHPhmL8xITUugZIVKWYXrJmk08D7sxcBUCpqKNIhEn7RuC5O44BI59wxLkupTYC/utTWb78ODMDmpPVryoWRgItRz7hvdwAv6PxeJ8Yg++053R4n8n+Fe2xvR2Lwxgdv725AsDUkROR55ZiWC2b/Dxj0qeWsKlTJ6SBOhxMC0gdVY0+B6vxU4+ThKkcMQxJQiFo6HdkCq0HvuTiqyoYr3XgzgwtsoQM1L7lm0+PPTCWdh2eYW5cQkQzA+w7Ak//GLLf4X9ZIHr/sXr6vKGuMpLmRnns2WjM3ql1Mc7U0d3iOa1+eM/aRi2pcjqJNJUp0hKRsHoSBEUGajMHmtrHcW15IL/61gVAs12N5XMFi6o1xfemincqN7x+f838kAcMfTEM57QyXJS5ZGU549grjG4fUpAKYexY2A2ZiYpNa7uzsUM25ptN+W3TTnzWhAFQXVaCSqsgtsiKJjbhvK3vStGOICweq8gOMibvuSu53SW8HLOWiicmY5ws4c7ilTRdPxOVXxlBv2bS/+oD/BakkaszYumYIRR4mQKgU8CO1CYEzo7lbw7V+9/QV+j/HoYGZcTOr0XXTo/I1ihpdXkaLkYCdzN8eNzWg8tPNjN280TGf+yPPNCKgvaF3P+tLiPWPgJgcs2uxI72RfylANMLbowOHcj8ZmdoaxLNhBrdGLxkBmZNy5CpRHKCYJ7tI6r/Po3MLQJOvVKZEf6Ote270PTIU66Z1+WI+0qmejcBIGabwMs22xnYYhDDT9/kSsdqFFWwI6W7Gr/JpjjGvufTogrsn9gJ2Y0XROxxZtrOURwbs4ZpYydiWE+GcXwOwiCIG+TBulHbAVjdqBXvb1cht4EBklY2mCSVfrX81/v2PZhbj4O9axOwvIDAve+JaiwFbRxTDCeSUU+LdJWaXuavONYuCGuPfIrbVcMwrQSbwEyuRwYQ2mwnXX36AiA3KePHaSdYm92X2fYraXRjKmZHipiwvBoGbXJJaqwkP7gCxf4ikfsqk1Km4n6GNxan39JpbgIXb9Si9aTX7KzUjkfFPlx5WgUAkwQpvQbc4c7BmuyacYqme9ti2y+J5b7HWJPSmoy2YGmqpGX4ZCQ1yjsbLxW5Y5oo4rT8OQ5PlQTHN6S940e2vG5M1V/icTHKBcBIquZ9nhPrXx7Hz/XL5KnwlTav+Bzf9Y5Fenp6enr/x3fdQtdmKHC+p+aYW028d2mRdJVi+jqZyCeuCOsKmRjVm+geBtgdNsR0QjzKlqlM+hTC5Mb9Acjao8DHJJrYHCvS62sJGpDLcauGbGpcvqKB9adiIvsaMK/lGYJ/7Up0TwGdiRbTBJHkpw6sVrQms6EdmWttUbUvYkpUb2J+Lx8PPqjmPZq9HI5jbAybPjZB0U2JIh+8B73gWMJjenUYxoQW19ha3BbNoBrMrHWVLeaNGfvzVGx/jEX3yJPo3pZs7X+UHxaMoYzymW5ZLT2wepWN6zU1wocoMvtVpfALtTz0/vOUWEp502I9rW9Ow7Qkm9QRfjjeyMRrVDjNjLN4382dnTW7kbRUR1iHzQReH8Pw6s84cK4Zglykd1R7kpeXf/bWVTjChuatyesvYYRHExz6yClwtuTkTysY32c80vxMEtvaYBYtYH0Ortk3xmhcEmg0XOxSm6gh9ljJCrkyaTlWEgXbZOUd+UUBao4ea4r79SxaamcilcAK3xO8KnEnJNseO/NidJnZmB5PxTSmApk/l7J6Uy+aznhGm4WhzP99ONmV4MY8cxxdFaQovAnvlQ+Ac69whCpWTF/dA9j4ZTJVH3LR09PT+w/wjXeKftchFyenTBKbKZhX9wLpNY2wewHjb1zDpHI2A/2fM9H1FgFbsrB8l8tApyeor7iwqUZt4vo5E9fPmUCrNAoWuVAUa4bpJxm/vbxC2HxztIaQ1UhNRjVjdrQLZuH9ThTbSFiX2oqPnTYiLyhDXgBNbcM5+ctytAoB52A5msUOaMy0aMy0DLR4ikQiUtawAp5Ldbju+YRl3wQKLnlRd/M08peV0sokhIN91mNqruLAwvIeTesrEcx1v4BbnQSkKggpcSanXTE/fujOjx+6YzwomaRW1oSPNyDy1ypsnrce90sFuF8q+MqlofctKjUXaLxyOsV2AnlTHcn30REx3JoSrYxaymi0NmaIUghalkHFw5O41Xwd98bX4fHQVUzvfJ7Efd449IzGoWc09woCCJvujFA7D6FqIBYfcnk2dS2tbkyhyMWI8J9MKHYR+XHaIUSpwKHVK7keeIHc3jXI3ygiCSygrzIVKQKtJ03CIE2GQZqM6DbBmMWIqG2VtBn2COfTCfwwbCy/3+5C7kdr9j06xsi3HxAq+7P22Fayk8xxeJhPWEM5FpJiCt0EOjR+ibgkm+ROZciKdbiNTsNtdBqCRID34fibfcFpLfphi3p6enr/IfQt9H+PNLUZCGAlLcRh9SO6z7nOr0uHsa3iAfZea8qM170o9LOkyMOUJXv6YNgzl7C1vqgcdKgcdOx2u0/TlY941XMtKnuRCLU9VT0S2TVrDTV84nj50yYWzBhB4PoC/PqGk95JQa2NU3FZE4nr9o9MtvxInMaUImeI7QfTtx7E4YEEhwcSfk3qyJ1qe4gZKqK2NOTnF9dIuuNKapo5JUEqsp7b0+PIdN6UuGF0yhxlQgkyqZboiX64ylQk3XFFbSnyptANc1MVxkfMMT5ijmqPE843shle/SEel0r5pXIzWu9+SOvdD792ceh9g6Sl4Hg7F50Ceuy/yazWF6hcN4qQ+95YSIqJb29Kbu9COpx/gXVQJh22z0YemkB/ryasuNYRo0wtEk83JJ5uvO3hReeGLygrk2KxPoXQSUrqrZiK8wUpyS11WFgU43OkiD0dWjB021laHJlF3R/GktZKjUKqQfLClK4RnRgU3pdcHykejePwaBxH9UXjsLodS/wYDUef12bL/cO4LomgRqVoXG5pqHtkBolqayYeP82kQROwc81h/NHTJB/2ZEHPIYiVCgiZXoGKFiksqHsOk4Qi1EFuqIPcKDzvQtaAGkQU2H6R/BQoH+XyOcfX8H230GPA+Y6aHZubELPEna1vVCgcoe+5iZjFCRSrlWQNzcPVMhflQJGsw3ZEVw2mVWj5qr8darZFtDTl0bkoNJYaIkvsGeTwiAE7piGI0PGsJRkLipGYlxB71Q+rpjoMcsovPf/NLarunYrXwteU7VRBiYw5m4chtSj/ecTOAGr6BaIMyCXH34IgeRkW9dOpapPI4xQPbG4KzN21hxVtulHz8CtuXKmB+SkjNPbQ6MxMmnV8R12zaJZd7YykRILcq/y8bXs85ey9WoQ9asSCbadZGdoKuRD/5+e93ndBFKDMyohSK5ElT9vht1nN0mM7GVgwjd+mj+DShuVoEejwZBwv6u+gavgUMjr7kVVV5EyXtWi7CPTbW76hw93hKxgX240zdbYyo/Vgfj57nhPTfan7MItDZ5tSEmdNaj1wCo5h++yeOIlaRKmAw1UFSUEuqN20lGhkZJ9zwe1aBuLOYgDmPj2AboqEecf783TwCq4We3I/0hu/5SVktZYjdS/kSa4X535tgSAVycxWohUFDOVlSNKKKUt0pf6GB+y/34C3J6simIpIi8tnhpoZlKB7m8/bDx5fKEO/XAxdEIS2lC8lLgV2iqK49H9IVwt4AvQRRfHE3zvnd91C19PT0/vTfYEYuiAIUmAT0A4IAvoJghD0P6RbBlz9nFv77C3ovkUmvo5i0PphlOmkDPF6ypnZrTB6HEH0Vlfu1NtC/VuTudR0A5cKK7LpVVMquiUTcdMLj41/LOPuaAvxKYQtDUKRI+XZ0NX0bT+MWvvfc29OfQxnJpG3w418dwFlosiMnw+zfWQ3FNHpxK6zpCRRiVmEhLzqavw2lyJ8jCSrX1UAMmvpCJwfRWlFdw7sW8+Ihn3RxCUg8/ZEEx2H9zMFFnIVJy43QKKFZ0NX0+7DACwm6Pi0wAIhxRCDbAH3/XEU1HIhvXr50DGrEB1p7dT4uaYBIHQtJLtL+efg2Z7pf3oZ6H3bKk9bg2n7VLzMssgYbo+QmU1mB1+0coHsyjqs3kuQlIloDQQUhSLVprwmeqIf0pgUdK72RPY1/e/K6WbfFTS9NJ3AVVmgVpO2yZg7VffR4u1ADLdbkdhcQBknwalTHEHmqXgbprMptAluv+vQGSnIrGJMmzEPMZcVczG5Itl3HAEoCVJhc9WQgq4FyGVanCcVEPqLIy6umeQVG3Gq+g4mNx1AcnsnpKVQ0LII4/smODzMJeYnGZ6DwnG9L+X2vcpUrxvB+6t+tOn6DICOFm9YOmwQObOLed1h0b+8JZyRo6voOezzfs9Cl0z/H68nCEI94FdRFNv88fwnAFEUl/xVuqlAGVALuKBvoevp6el9Qf/Eaos2/7V3wx/H6L84jTOQ8BfPE/947f9cRxCcgW7A1s+9t++6QtdopEgO22CxQcnZ5Mpc2r6RFa8v4b5aoNX6WXgH69iR1Yj929riO/QtsTlW3Bq1AqOzcozOyml57AUdn8YyqvEdnO6XEacBdDpe5bgS1xli77lTbCdwdOwq0luUkaVVIi3WUOrvgNN6BVJ7FUZZOkw/KMiqakqv1zEo+yWj7JdMtYoxXHx7E4NfUpgU15WwGc4U9aqL+5EUog5U4fG+6jyfUoPpXc9hUDGXPt5NWeV/jP6X7qErUCBxK0aZJPJphhs/rNiH984EvHcmkFlZgrllMWERzkh6l3Ih9A45AQI5AV9n/WW9b9uPE45gNkxF5LpAkpbIiBnrR92JL7E7Gcr1LquwfZmP1cdC2ox9iEGelrkON/jx8AFiR/kS28mM4W1vcbPvCm72XcGtYm88fVLZfmsvhVWdWBZ4kqYLp5FXbIQwMY1r3VahTNbhapILwMV2VXEbGIXd5iSyA43Jb1zM2+6enI6vSg3rBNxPpuN+Mh0zcxXNZzzC7JQpJofN+TTVleG1HqDskcnOKvuY4NkYUWmERVQZSGBXrT2UNC1g29ntLKp2BlFTxtNDVZjY7gp5TXK4NGo5IRMrEDKxArNWjyahlRFWy4y/XKZ+fsgl87/2bvjj2P4XZ/lbv7B/HS5ZC/wgiqL2c2/tuw65WATYiWevWDBxwzgK/LRICySYxgloDGHThC0sqdKQ+AmVcHheyq7d6+j7w0zKTCS0mlg+IuTOsnr0nHeNm60DOPXsHIE3xiCV6/AZ+QnVWTtMhqo59ewc7YeMxeBFJFHb3KnrFouVooiXv9dAWqKj2F5GkZPAh4lb8Ns/lhoNwwEIOeGP46NCYjsqadD6HSkjnBl86joP8n15tKsGWkNwOZlAantXdDJoNfwJJz9UJbjBHpZ37oXXnljeLq6KaWgOQm4+qn0GAOSdcubXGXtZOWMg+a5SHLa/oNqz8vVcllb+u9/G9P4f5LFnGbJ0BToDEaMUAXWNIsyumWAVWkyxoyGJbXTcaLuGib4t+LSmCgGbc6m4P4J5to/oNH4ymZVkuJ/NAuDs1UNUXzuJer3ektBUZPen6wwcPJkhW8/xsdiZY0/qYJwgxf1APIk93SixAY9zRagtFKTVkXN8+Cq8ZFJ6+Ddn7rv7DDk7HgCXm1pSB5fQxiuM19nOKKcr0K4vguaJpE6rj8oerD+IHF68AjeZCYF7JqC20eBzUIMiPBnRwoykdja4HIkheownhtWyqeNQPlDg1s2qBNaPpuQHe248/vlfD7k4uIregz8v5PJxxb8WchEEIYb/U/HbAMXAaFEUz/xP1/y+R7no6enp/dm+TBv4OeArCIInkAT0Bfr/X5cRRc//+rcgCHsoj6Gf+Xsn/a5DLmKEjiF3RmD7phQPn1RO9V5DbgUtBnnwu3c1IudVxGXlc+JbGTAwbBDek8OQF+l4XceI13WMqDjtPVvPtSW/jitdvRoiSEQcTiiY8+ExWYUm2JwoYnZKfa7s3UZmt0CcdynI7CgjbLgf+9atovuqa/SaeR3Xi7l4XR6J7440onb6EbXTj1szVrL9+GYkgQVELKlATC9rdkzoTsTkQBzuZXFr+koil1thkqLFNFGLh0EGyteGzFw6lrwKluhEAbOnCSR0tkHjYU/eKWfyTjnTcew9lswfjHFsAY5735N20osTYVU5EVb1axeH3jco8OdkWrd8icstLZYRWoyNSpH2yED6PorCIblsabGX9enNqPKkBL/Jr3DZlUhEgS01jkwjo6qMI6NWI5RqEEo1dKnQgoAuEZRqZYjqMrbn1ELxNpqds7vzKMMTjzM67o5fiSYhmavTVlBmqSWmiwlmPyUwf8ARZrcZTLK2DMHcjMXNOv93sFleoMH6pDF3D9RE2T2DEacvE/XaFUmNisiLQKPUopPCL0kd2JrrxvweR1FkyGi04QkYG7Hs8j7uT1+NaG6Ky60SbFYZYyRVYyRVE9xnC3WtYrBb88UWz/0iOxaJoqgBJlI+eiUUOCaK4kdBEMYKgjD2f3tv+ha6np6e3j/jC0WpRVG8BFz6q9f+ZgeoKIpDP+ec33UM3cDLWWwc1xBdk6p4Lv/E0yNVWDYhmPF3BmNkoUKVbsLwBveoYxLJ2kYtWf/kBK2uTwVNeViqWlAsrWxCeFXgThvL9/x4ZgC+C96TPKIy+b5akEDADyEUNwkksV8ZNlcMkWhEUltqsXomp9KwDxRrFLibZNPJ/DUO0kJcZHIA6i+ditOpWLY8PsZozyYEPhMIy7enUG3AjYrHaPmhN7O9r7I1sQkMkRI5xhWfVZ+IG+OPd5to0rd7YnUnjviNlljsV5JWp/zLlO/aGMJXOxDSOBj/8+NwPyOiMSkf0vjw+IyvUg56366gM7/ypPYuelduS8KIQIo8tQTM+cTCN9fpc2oyvtXiMZOXkj/Jji6H7nE60AaZmwsAq+4fo+fWmagcy6c9ul7TEd9Th0GcghLnMhxuy7C8EELPp59QizKOTWnL7C37iVXbEryqMxKNiCiAUZaW5H5qKjqn0MnuLV2U0fyS2oyaylgAfrvVlYCt+YiRcUgszIkb7In7oXiiRrphVDWbMb4POPBzR3L7F1CcboLfxNcU9KyBx+RPZI9z5NN0IwJnxhG61BOkIn5b1GRWVgLl105qBeYhUt6t/59j2p/LyN5V9BnweTH0D2v+9ev9s77rFnoF00yi9ldBFmvIDoertLGuwuqh/WGggMfsIooDjLlxqRE5C4yJGufJgA9DCVyYzr4HhwGodXYaRbvtqb/rJRaSYjZ338nNlhUIv6ujRtVoUtd4U+N+Lq9ax2Du6svcX8o7I4UiKaXmEKBM4c6QOnxMkXNi7miklmosbhkBYB1TSkYbdxantiZpRlVKspPJueREqSWE+2sovODATMchuN4sJXq+hGYV3yFvqeOiyxY6NOmOWcRjdDUq4jajkJS25vzW7QgAc2y74xkMvwdVQVIsRWUHvuNCv1oZ6H3brPcqqakdBdvAbV0x0k3hhG0O4ueq0PvOI362fU6l22Oosj6J0yNaYvMojmdxNngP+khUmTXFAaX4DnkJgKZVTQI9klE5y3FW5vHE2BOjDF/W7qzA2OHnie0kY9a2EZg0zUDeI51xXncJjm9A7kUnfIa/J35INVbae7NKC/tGrmPmuPJOUTN/KSlNLGm19xMXTlfFMlxH6AIHWlZ4S6lWxrL77bG0k2C73ZiU+jIGfYzm15cVsegqI3aCBRsa7Gadfx/8J31EUzsAURBoN+E+AHcWNmBak8tsSfky23kJfNurLX7XFbqenp7en+1brtC/607Rjzl2+E9LwDJUxFgQeDN0LSo7A152WIeYlkFWgIy1GzbwdkZVzKJFatrFEzHOicZbZ9J460ws30uRpufwOMuTybtGs7ZhC67sqY99QAbF3aHYTsKVjY2odDUDh4vxXMyugmFGKYJW4MzEFWx70Zi0XzUU1XDFb58K58NydDLQySC6q5we028QP8KNDv0eUcM6AU3DfOq1/sCwRdNxOhWL3QstBpHpuJ0RuBvhy/0EL16q1Wi2lZI6vT4rT+0gv5oD+d4iG6KbsSH6jw0BpufxKNMTrVKL2lSgmWUYzSzDvnJp6H2LlJ+yKVPJUBfLieliRNvnKciTFVhfhjORlelZpxumz4zIUJmgsjMgt5ucHgFvSJ1YiyaGudhfV7A5/iGb4x+yfucGkk94IG8VR2iWPRKpjs071iNrks3B+Nr47S/i8eQ1OCrzSU21YPtP3UnKtMDyUxkT378hp5IWg2zQyeF9iQtGSYUYJRVSo987dC1yubq3Lq6/PSKrezGopMTM9meFyyX8dpWyeEYwVRe9RqqGIym1ae/3EdHBBq9dCWxu2hytoYzwJZUp+iEf1W/5HP5Qk8MfapLcGK50qcnw3te+XKbql8/V09PT+w+hb6H/e0jKQJdfCAIMcm1AtV1TyehTTI0zU8k7YU/Dvq/ofmc8BhGpGOSLxHS3xTggF9u3GmzfarA/8I74Pm44GBWwfvh2Zj28hqRlNoeD9hK63I28BiqsPhQxx/YJWjtLstQmSBZloPTKZXzfCQQuzcfauAiTpzG023UfRW4ZB39aycGfVjKq6W2ObG+Fx65Y3g30I3SAN+/r7efuy0B6TbkORoak15SSX9OZ4E1rIM2QUpWcud51kY0xoLBaCf02zMDsYxaGWQJmXZIw65JEdNtgys7ZouhdjPN1CftnryI4tgHBsQ2+dnHofYNy1ogETIvD+r4ByjiBTe8b47Mplux+5tjvNiJqtTVrpm5F2TeXYxtWozpgxNN5tRG0UHvbNEbNO834PuMZ32c8q1NbcWzWChbHPqfkgTXSEBNuFfmTl2tME4dIDp/azmu1IXmlhrxrtYlSCwmCIFLkICO0xBlbj2wc72RzYMg6Nq7pQfEqFcWrVOhECdonFgT0DEfm5IjpVSU/NTtPSn1Dmj8fzd7jm1kyfSjnPlbG40QGM9yuUs8sEiEpncj/j72/Do/j2hb04bcapZZazMxktszMzMzMzJTEcezEcczMTDEzMzOTyGJmbrWa6vtDmXnOzNw5N/c7mZPkd/U+z37UVb2reveu1qpVay8Y50luKy/M3icgL5Ig2eNAylcn3E4pcDulIGhvESmrlBxPrP3HTOjvdFn8s8wylRp6JZVUUsl/hb+whv63dls0c/cUm3mO5esgC0QJBC+JQnPcmjtVzpJiKKXz6/F4zS0jq7kL+dVM3Oq1mlZ3ZnC+RUWx2O6XphM86y0Zp/wozLXE0akQO5WGonIzAqxzCLTIorllJCvqtqL1g3h2nOvAD32PcaBmCKYyLakLG1BuJxKw6DUSWxvyW/khL61w8SoIkKGzBtsokbqzXvO1vZq0fY6srnKKhT+OxSzfhDoil7hBTggm8D2QijE5hbLO4aQ1keJaM4PqdmncOxOOJqgcvwMV3/ni4W30rtKO6C2+zKl9k7NhTiT+0ACA6G9n/inXoZK/LmHnliA8tebmtFV0WjEXi24ZZLx3RjAKSHWwechO1oQ3oaxhILlV5Hjs/kLhMXuy3ztxd9Aqen8zF1lZhYy4uG4dj7QOFBnNODyoI5L0XAobe9P/h6vs2dEZz57xfL3vi2AAUQq+az4y7PVnorUuDLN5QavbMwjaVo712nQ+Xg/Cd2sUAKKrA1FjbTnWbTODno3B+q4KmVZk6jcn6GCRzGCf5vg9lXLrVm0sUkHjCr07P+bS4cbU6P2FzHm+3Di+n/ClE3G5lYGolJFb1x6AEg+BLaO28/2MMTw6P+9fdiNUOXmKwX1+n9viu23/frfFv7VAt3D0FN1mz6JRq0/oTFL2e9+ie8ch+OyJ5/ne2hQ3L8WUrsJkqyP0pwIGXHpAe1UCd8o8ARhgmU/w/omo48H5dhq6XUY0egVbQo4y8MBMFPlQbg/qRHC6mkDA+Ry+drTC8iy8eh1AyJoUUjepaecVxav5tbH+NpmcMgsA8kvNEZ5Zo3E3ISkXCNqRQc5GGaXlCvztc/mY4I7TLQUFXUuJbHKItfm+bLnVDteHkNWnDPPnFryas4m1+SHseNWMwTUr0oE2U0cy6fkQRBN8bbWfsB0T0boaAEgYN/fPuRCV/GXp+Xgyb7/4YP1JxosFm+jztTNl37oizyjC/UgGqYNdSGvvTLexD/BQ5HF8Uke6br7DpYktiB0t4UmrjYzqOAqAmOF29G7zlEvxVfCeqyG3sQv2txMxutuz/dQ2tuc24fyFRoihJYR7JJNeasVE7/usWjEQnZXAhVkr+SG9AxmDHDHt1uFrWZEjxlyq5+Gmesxd+Cu9LfPp6FaLeu+MHHnciNCfkohc4I0oE0FlRCiSIdVI8DtTzIxfT7AluRWfE9yxsC7DvW80JxIe8n1mE+4erAeATAPlNlASaCBp7B8j0EN6/z6B/nb7v1+g/2k2dEEQpIIgvBUE4dJv23aCINwUBCHmt7+2f9bYKqmkkkr+Q36vh8t/Qxv6dCpyGFj9tr0AuC2K4gpBEBb8tj3/n53AYAYB25OYMug2i9sPpJPzGLSBShLampH/oxFpkgrXZybKHJQgirwr9eJodX8kNhUfubG1Pw5GE1YXP1B8zpnis54oC0UWfhiJm6OO0lmFKE86YH/kNaJCQUw7C4whHiQUlmKWJaE43B3rPSLnGzTAbFIBku89sIrPASB1riVKCwjelU9GM3u23T3E7KSeaAabkdLRj8bDv5A3R8b+Hy/QZvBUMusqUZqDVUQOaVorjEpoNW0y6U0hdHsuV5s1BWDst0/Z22A/nrJi/K7NwKNxOidCD/82I5UaeiX/KxE3AlDKwGAOwdcm0KnGB945+yCztie1azFxE50RZXBhdzOcnxcjf/cRiWBC8TmJ0J/taJE8l4a7PwFgrs9nqN1Tzl9oROQ0NQ5vYejdZzwqCmRhcnca2X7Fd9UHAu/pePtjLa5v2UStPTPoNvUZ99fXRypAL/vX/FJ9GLm3pXw/+gIA05dM4fvv9jP3wEh8Rm3E6akN+YYyBjR+xvEFDQnekUf4kQhqWiSybtEgfGd9wa9jDmpBS1KBLXJzPaII1Awh23SPJlbRPGlXkdeq9KEjhtolvGq0Hac/alL/wkaNP0VDFwTBA+gM7P6H3d2B3yzFHAB6/JuHVUkllVTyT/kfkaKVXi7/K+uBeYD6H/Y5i6KYDiCKYrogCP/hDfW3qh/jAMykahJO2vBtWHPyezvy5JethP88mYJxYcgcSrG/pEKqF8mtYyAv3AEbbT7roi/T5eFkAL6tc4Y1e3tTOKMm7ks0pPUWKdULtJ39kRbqCOJ0ThzO64q2VQ2SOkpRpUooczPh3+UDeasccJ0dy+tET1RvZHiMy6akoR/ZPSqKjlh75lGWa4cYm4RmsZL9BfWIOxyIamcGxqvw4k4YAUIMIXILpPfeIg9twOxRp/nSw53stAAsT9pgllaCrY0N6a0d0TpUfP9hk2aR2lyK39kyrOoqKHvsysxR3QA47v5/TFcl/81xfG9g66YNXC2uRlyZA18nB2P5+jX6a67EPg3A71gOUePs2D5oJ8dyGrDS7QFdJ09H317CkG8v4anIY+GHHgDI7ltzbGQ9Rve+wc2qloS/E1m+YwCaWmUoos15Kw8m8FI8oRYfeTPRg45f+uF3Kp9TTnUw9xQYOnoGySMNBN6NQv3MjMAJFXn888PgRak/Whcj/e9MJHCXjo2nttNl9kxUPhLSWzrwdGY99GulDF96gTM1vdgb955n5TJ0720wqUTKlCLSnHQcJVLyDJYod9sBkNtUxN6ijHp3pwCL/pA5FUx/XRX9366hC4LQBcgSRfH1/z/Hi6K4839UABHsrPFaDlGbwzAOyGVTvh/lzYtxfK9H8cGCgkAB1wWxyAqlBO4r50WCDyM+D+d+803cb76JlUd6s2LcPoYOusnEA6fwuGfE71QxV7Y3ZfLRcax41QHL9xmoPqWhKJBQ6m8gcF8R+SPqY3IqJ25/EGQrKXMVqX8rFWWejjOzVnFm1iocVpvTsN0nFNesMTfT8ax/VWbNPI5kqyP2n3W41ksDW2s61+lA9M5wzLpmcbJpNU6+rMNI36eYpZSw+8JO7PY+Q5RAw04faNjpAyWuMgKOFlIQaI5RAU63kkkqtiGp2OaPvVCV/H+C3KoyZg6eyLWpzYkscCahiyVxy+qinGWBTYyI174UPO6ITDw4geqWyfTrNZYCfynWkUX0UkeyPqE11ifUWJ9Qc2H2So5fb8LHYncU91x5M74G5rkiNjYavC8W4PzKiHaxC57yXLYGH8W4zZlfLuxjVetjmGoWI9WZsFCVM/P1YyK+96L+/cnUvz8Zvb2BE+eagYUB/wMGkttZ0HnuTGyepVK7x2ccPmqxXprMy3l18FTk4v9Y5LZWxcgnI/C8qUFeLBCyIZNtD45Q8/I0To5rj1RrQqo14X9Sg91iJaayP0h3rbSh/x80BroJgtAJMAOsBEE4DGQKguD6m3buCmT9CWOrpJJKKvmn/JVzufypbouCILQA5oii2EUQhFVA7j8sitqJojjvnx2vtvEQ3WfMxnvFK8TqwUiTMzF5OFEYrEadUEbuojJs1lSk0Ryy7RLns2qi6y+QNNQPAGk5uD4sJGOJkfkhN7CRljL17Cj299rK6pQOlOgVZBWrKS5Q4X5BSl6oFIkOJo68yOnp7TH7kETf++/RmBSsvt+Jm53X8kZbYfdYcnAQshL4ccoBVnw7lGJ3CR5Xcuhy+innw+yRubkSN84XUQrvR22kzvppeO78TMTqIKw+y1GnmkhvAvbvBBxOfiTylyoAhMz/DL4e5NW0hYE5KLfbYjCveNB6+mtl+txK/lfmvO/P+9pwKOkhm3IbcOR9PZ602kizx5OYUO0h3ooczmSH8/J+KHoHPfYv5eQ31RIyPx30eqIWBDK4TUXmwhNnm6G3FvGf9ZzCy/7Y9k5h0ednxOicOVndC4mNNbKTUjb5nmLYpFkMW30BZ1khW2rVwfa6jE+nQvE4lUT0lAq34YAl7wGIXF8VizgZGg8jwXM/0P9tHMtedsZ/h4m5B46wtmoduGJH2nlvyhuVIP1giffmL8TPDENWAmXuJsxTJZgaFKG4b4XYOh/thwonOYNvGXZ3zNA4C0Qs/9fdCC0cPMWwrr8v3uPV/tn/rdPnrgBOCIIwGkgC+v7J46mkkkoq+T/4K2vof6pAF0XxHnDvt9e5QOv/yvGCUUQXVEa15wY+9y5Gd1SJZqcllsla5h06jFQwMTtkAktmH8BHlou7ex7vb3pzNN4GgEPV96GdKWPY7uns6+5D/oj6KJ0Flowcjem7HBI/uSErkmCdA6ozT8g8VoNq7unsX9UFMwsTkhAP9ier0O1zxVEBfT7Ppax5CQCOTTNIjXNkw/gB4AA2cUbUu/K4MKIFO5K2Mf7rAMScEtxsC6n661SGDr3H006+jLR/zLD2Lxg7ZCrjWj/i3t66tHqWgXGMPwAj33xiX3c3rL9qkA7KJm6OIwaLv/AvrJI/lV42L3kwZApj45z4mODOmeZbabl3LgeHbWL40an4r/qCKciD0FVxfHnpi9OJL8h6OBJyKQtrWRnFGWpupoUAYBUvUmPyB6p9zuXKwBDGf/jIyPMT8J/1HLenZkTk2bDK8xQTG/Ql6UcTp3s0JWK+NTUuJ2MmLcU2xsDUuzf56Wtn0rJsSJhXE4BHHVeyKacJj5fVJ+mwPz9eronECAaVnv2ZTbC8KSPyojelwUb6BH4ipHoaG0p6QZViVOZaPHomkji/Di5WxZyet4tik5EjfuEATLZ9T9tbM/Fun0DE8j9oUv/C/25/60hRa4WzWOvqUFJfuvNu+Hp69hqDKAhkLtRhfGQLEvDqmICxdSYSS0uiloZyrccapvUcB0D5LyUkRLmA2kC4fxJRZwMpDtUjKZUiL5LwTb+TNDePp8OLiahuqOk77Sbnl7fB5m0uxaG2rF2zhSFHp6G3N+D4VIr5kHS+87sEwOq+/cmqZ83SOfuYcmco/r8aiRsuoP6gwDxHpKBLKZJPlmidjfiHpPGN72VGXR6HRbIE6zgTGQ0FzDMFJI0KsDpkheWUZAAMPzgT20dO4/AoshoVYWhdG7slFfUSTzfa+udciEr+svgcXIHdYyVIILeOHk/vHNTDy8jdo2a072OkgonVR3th98WEwVxAWWQiq5aUkFaxlI+3JmOlhOKoCvOFOk5AVibSccZDjkfXxm9UPHu/XGNo9ADOBp+iyesRLAm7iL20lCmbJlJcVU/LqhG8OVSdUk8Rg4MBu2dyhs64iocil3lXKmoih2zNQediRbGXEokRRAnYvs2lKNSOtC56qvmmklhgy8mau5nWYywHLuyi8aPJbK93GB95IYM+jiA70xqJwkigexZZx705sWgVAF90Tky/OYTQxbFcy9r+r5tc7D3Fqp1+n8nlxeH/3iaXSiqppJK/NH/1ikV/6/S5igAj1kotIY3jaDtjGo12vaIgWIWZ3IDBEsxyIafUgqzx9YncEIjvOT3WEhDfRyK+j6R8jyuuATn47zGRsD8Qjys5hM2PQ+6qwX9jNMvO9WFCtc6YvqiRl4o8aOVDr0U36XL6KWY5OpY07orHXR3KDBk3f1pHA4cEVvpXZaV/Vbofuc+eBesIV+YQ9lM6iZ0VNA2OwatbPIpiE8HOWfjuTWR88zvIexUxN6IPjq8FNO4mtHYSgpZ+odxeZHzQQ9K66yjd6EHpRg+W79sJUsia6c2x5Mf8um8DXzKd+ZLp/Gdfjkr+gvSs/g7nc9GIEgj7KQvZansilnswO+Amv07vhFGU4LM5Au2IfLLriMimpmOZDPM9ryDo9BQkW6OOE1DHCZjkkNuynJG2zzAZBfS1AjhcWINwu2QarZ9JPdck3GUFfDtzHMPHXMP/gIEvm6qxe84GlDkCqhg5tjFa+lh9ZNeQHjgG5uIYmMuWm/sZvOMynebexyJFy7plm4kZaY/V9c+Yq8sxjLFgf439jJk2C9m6fHp8Gk7g2K+sGjiQ3mvnsrvKISwiFASO+szX117k1dGTbTQj22jGgvc9aRf+Ecuzf+CkiuLva38ClRp6JZVUUsl/gUoN/f8RZQY5n5/68THeg+NrV3Piay2Gz79ETr4lppBSVi3aTku3GJz3vMHxrpyErgoa3p1K2oz6pM2oj83DJEZ4P2X9oa04XUvkhytHKW3kj80lCyK/DUBSLpBx2BWnN0byumnAaOJlgQ+nUmtT7G1GjStpJLWT07PHYwa2Gcr3Ti8IfKUk8JWS8zU92JrVipFdxhI3yhNRCiYE1vudQjkljRK9grQe3jxo6U38Hi/6e7/B+msZQXPfYJFhIL9LGAYnPevPd+Vpy02Yp2sxT9eyOKE7nldFDp3cSpPtsxnm2wJdvBpdvPo/na9K/vtx+XJ9Ipb6Y5JDWjd3ir0UhH6XjlpahtFMwgirZIynLLBZZ0mXxm+IT3XE6V4605ZNweigRuVSQokXlHiBokjE5qkZra7O4kajLeSFmdPP6h23tjVi8IibxCwO42heA2RT0xli9ZGEiSLioBz6Px6H61MNVokmJu86wR2NL/brkrEbmIXdwCx6/zyPthaxnDrYAsmDt0xZPhWPWwaMJaUo71gR/7OKXncnU+QtRSXTo9hqR9w+P349s5N387Yx9ruZtBnwgtgf6mD/HhRqHfNmTWLerEl4LTWR1FZO6vqAP2ZCKwOLKqmkkkr+v4Ng+rNH8H/nb62hW8rLqdYolgE1X9Jl1TxKc1Uc/b4zvcLeoytSsKpdDx4tb8Coj5FIDBC84isypZGfJ+7j54n7MKSmcfDbbvR+MZ6S2u4siuuJMqcc62gNIWtTsY4TcR1fiPplMvcbbSVitS9RuY6Y9S3k/opNvGuixuOugYeZ/iR3dqTNx4FceVaTK89qIrtuy8eN1Sn1U7N04FEGtnxE3jB7Rk6fxfbAYyinmlHcsAyHC3r8ZuVzcH87Nh7ZiklvoO2PDyn0Fwge/wG9o55u38yh1MOcUg9zJnneY8rqEzQ+PocydyOhz0Wcf2uVVPK/E946guCdxTi90uDSMxGnh1kU1/WgwGhB5lAtPVr1x01VREJXOc8yvfE4K+PLAgfsD79GWJHLvloHkAYUIw0oxvFSDAYlKOy09Fw9D0WJSOvHU9B3KmDHq+ao4vN5szSczFseND4+B2OeEstVVog5SnS2CpT5RhbvGMZnjTtfjoYi2NpUNCM0vTUDz6PxTPkag/O9TH7dtR6Zgx29xt+liksGiKDuks6Xi0Fk1JNhjLegy6ch+N0YhU4t8Gl2dUTvMvJDBKq7p1HsKaXYU0pmExtyjzqR3bfsD5tTwfT72p/B31qgl6aqeBvrxZNsXwqqGtjZaj/W976yzOkFvqegzulocqtKOJFVl5zOWjK7B7K89lkWbh/Jwu0j0fSqz/51a3Ddq6T+D6+IjXJj7bHtSHQGDj4+TnYzPRHL3Zh0/y7Nn0zCxyOb9dWOo2kSxLD4DqSOqY4qJpca9qlYJ5gY7fOYJ93X8qT7Wvq5vuLpyu00WPyShVcGUEWVipibR2oLgdFRg0n8UUHQj6U8eRRGZkcv1MkmOp+fxfXUtxy62JKtI7YzPeI91o4l5AcLpHUxkNbFwOGMhvywdxBSjUDoijTefVOL6vPeUX3euz/7clTyF2SA0wtSFgsUBJnT2jEKtOXoxuax6FZfvNdJSOztROwvoaj9CjhebR8Nvn+JwzM530c9xV+dw5IOA+jq/5mu/p9RnJZiaFqEXiujMMTI05XbGVPtMT9WPY/rVRmm+CRqfvcWrYsJ/5OlLG59jnrrXqFwL6VgTDGBS7+gcRX52MYevRpiV1kTu8qawpYagsa8xZCWzs6UZngfTaXh9RnETguiyGhOE9uvWL9T0M3tI14n0/C4V07gsk9sCTnKgJqvMLYr4NjhzSg/muP2UE9Lu0hsovXYROu5smAV84KuE7Co6I+ZUJHKRdFK/j10dJ/KxddXqbdkMmb5JkqdJRyeu4bR381CUWxCVmokL0yBy9MSJDHJxE8PpWf3x5y81QgAv9MaNhzbRqcLs1DkS7BMhXpj3pBbbslEtzuMezEU/1ExRP1SHfv3EqS9shnt+5iz/Zpx+tpBlmXX5WZqMC9rnaTmywHIZUZ6eVWEd++53ZLAg8XEL5Ai+WyJrASaDHhDYhcrvk4PQO9WzpWWmziY3xBXRQEb37dETDOnfsNIcmZ7kdrCAmk5lDmCxL8Ey9sVKR3yqhkJ2VFIl+OPudwlnFHX77C3U1uymjtjlm8ipYMRh2dyhsy6ysbb7XEMyMXWXINxsRPVNnygzCinpXUk+/p0JHq+GXa3zMhprgOge7X3rHN9TeOZ47E6946oHVWwfa7E5XoaGI1E/ODMtw0u8dONHvie1ZPRQInr4zKu/LqbrQUBHF7bkYI2Glzsiig/7ozjrYpYAtHKAlPEV7LH1cegBJMc9HVL8HfKYaPfSQYtngOAw62kCm3aX8qk0Reopkxm2cDhpMw34vGLlIwGlthF6EgcYsLuvhkAW7/diFqiI9towcL545n/87/1J/jfgspF0f9HSHQmQn/KZ4TnUzyvCEw8N4byqt7cKlOjXJDGtbVNUWVA0Rw3pDIjTr9+YE+dWjyasZZHM9Zi9TieZIOaEnc5n4YEELIwknHzZhLf05pfspsQvEGD3VMlG4f2o3fwO9SKcvZlNsUkE4g6GcS3k44y4/pFrj6uRamzhIPJDWh4bQYNr83gh1ddGJfSiFNvwnnXZwO7x/ckdpsXfmd0nA49ikxqInK+FfIigZLWJZRbSbCOlNA9pj03h65kwushTDs1CtclAg7hmZxpsYUzLbaQvtofdYrI6eFrKK3mis5aSmyxA0/SfP/sy1HJX5CjmQ1QnbPCLN+Es7yQlQ9OMM7vITafpfTfew3vAwnc3ryVwmw1XbbOo5XVZ6ySdNRTSni+PRzFrmLO3KnPmTv1yV/lzZCgl4gmgbFN79H0Y0/OL2/D+okD0ThKiPk5nDfLa2ETkM/ZM7tppYplrsMzvPp8pCTOhrrqeOw+Q8D1Ynzbx3Os7i6O1d2Fn3MOSYvqsyHxCV/v+RI/IYCwFbkM6X6X+pZfud6nLhIdbL/VhrjhbhhUUqKXVCXDaMWNlBBcl0upc2065yeuQl5q4EhSPVJayUhpJWN0nZ7MfdyXyOl/oFtv5aJoJZVUUsnfn796YNHfOvTfzMNTdF89kaCpSWBhzpfFrji4FuI0WyR6jAMK32J8xqXT9/Enlt7qQcu6n4nMd0bdJQmAkh7hpLUSieq+FbkgI8NYQtcPI5EdtccytZzFe/cxa/lEym2gSs8oIk4E4/qoiIzGVpjniMjKTKR0NXK05Q4GPRiHIIiIv+VdXtXqGOsXDMLqeTKZ2y05Xn0ve/Ia8bqmQO74RhQGigT9EgMqc6KWO2AySBAK5KjjJBSFGUBpwsK6jPXVj/PD7NFMXXkcgL19O5HYzYZfhh9g45j+dNxyj90RjXnfcD+hJ6YQtDuX2RfOMOn4ON4NX0+TZTMoalbGsUY7yTBYseyHEfy0ZBcWknKWNe1G0iYbqjunAfD+UijOL3QovkmnbK07uzavY4p3Y2K21QdzA0Hb9DTa9Ypng6sTOckaC5cSVlQ7Q7Lenj1ruqHtXMjRWntYEN6ZgjaBDF1yiQ2fWwKgzTPH/YaEUT+eQynoSdI50M3qHcUmBaP2T8VnzQdSJlRHMIDRDNxXPCFtXiNECcwfeZJbeWG8yfDAY6mI545EzCV6ALrYvuXnSSNI6CZBMAgo8iVUbxNN0TRnMn8wsqvaIRYNHENGQwtUWSLK4en4qvN4+NWfVkHRfNxYnbHfnuVEFXekPl7k13PGdVIcAG8/+hK6LJE611IYbfuMruvmcX3WKhrdmEHw5lLWndvN6IihjPV5xO38ULIaFvB1QwMQwDpSgrFdAR7Ti+l9/SXLL/ekboNoAGQSI5+OhlHsKxI9YCs1ng/B8zsD5evLKDjtQWnLEtx3Kgj++RPxjU18/TEcPLRIv5rjdUNDanMVHndKkWj0xPe1we6LiFRbsQqX1kNP4BYDkshEYudXQfQrhQQLfBc+Q+ZgR3aXQC4tXU3Hn+YSNvwLySU2WEySImZkoWkRin5yLsajThR1K2Fi2AMe5QXyLrUig2jv4HdklqtJbyMQ9VMV/E+WE9/dDOdnIvUXveTq+foYzCFwUwID7rzk6MB26G3NyJisxWWTGQnd5QQtiUT0c8dsfQ7rfE4D0PbYXK4NWE2nw3M5PHAjQ1+OooprBlnrfEltBZ43wfJtKil9vFDmi+TWEvEOTSc5246WAdE8ulQDrZuB0JVZRE1x5UCPrSxv0A4Ak6sjklItZX523L++4F8OxVfbeIi1mk//XX0fXvjXi1L/V/lbC/Rq1RWiy6fuiE1qEtvPDGvfAnR6KQurXONNqQ9xJQ6EWmVw6mpjvK9pMX6bi36bCz5zowB4/D6ID1020WXiVLKryyi3FwmY9wqxThid9jxAKdHTVBWDjcTI9dIADs7txoy1R1kT1w6tQUZ+jB2KPAl6S5GA48UsOnmEEZfGAxCyIpH4Mb48HLeaVdmNeDO1YozBiyMRzqmY6nmbNQntKNCao9Eq0OSbY/9SzrYFG1kU1xPFgDJyOwRiUAnozcHleSkAsvQC8hq7Uewt8GTSWgZ0HIHRQoksPp2EMQF4X8gjtY0dbt0SyTniTXG7EowJFjRp9pmEZSEkdoMNrY+wMbEVsRFurGr/K9/8OgQAnbueagHJGIbKwGAkYrk79QPjMYgSjvvdIOjuKALHRCJxdaYswIG8MAUlPib8Tpez6MABVtZuRsJuT+yPqgiYF8GTRF8W1rgGwMaNvSlvXYQm35zVzY/zrtQbucTI9eXN2P/LGrrtm4vDRxNp3XUIuUrkhQI+v7wl8VAAnmulxAxXcLHDBh5qAll5vxMhGwoA6HP2ARt29MLhow5xfjYpb9xwfm4itasRVZQC711RFLQJJLu2gHedFG6GXqLKlomMHnSN8wvboLr2jvRJdVAWiNjsf0rOxEaY5VUIR8vEMrJrWyBKoLCKkcADWnK/1XKm+h46b57H+xlbqLJrMnZfTFh/yAMgqbsD3gfi+PKDF2FBKXz56o46Qs6F6Svp8HwSANL3lkh0UBqqw+6ZggOL1tDjyUREk4DrGSWWF98g8fLA+9c0Ir6rhio6m533D3NP483RprWJWhCAWZaA+wMNmu+LKLruQml4hReH9UNznPa9QTToEetVxWAhp+Xaxxy43gJEkJYLuLwwkNTbhP1DBU+WbqJbl6EIOgO5de0Jm/CZ9werUtxUg/1VcxiQg/3Qiu8WtSgI35op5J30xOVmOjaHCmhhG8WFzBoU65XkXXfju3FH+WH/ILT2IgrvErQ55rjdlpBTXUJwsziiHvoxssdN9lxug9sjIwBFnjL0avBY/wZty2o4fRtPxLkgpOXw84w91FTkca3Uj19D3ZFWDUIoKgWDEdFWTamfNZlDtKjuW+K45QmFVwJZEHiV+0UVCcWux4fyS80zzDo3jLjZ/3puFbWNh1ir2e8U6Bf//QK90uRSSSWVVPJf4K9scvlbL4oKgkja3EYsPbSHgOkvcO6TgNfIFNZ/bc2DLfXRDZTiIC/G+aWR9Qe30MXtI2nNBXJaaMlpocXCuZT+LQdxZ8cOzo1bhbxYIOVEEHorORueteHsyNYM/2k24xoPYPmVnljE5LN03TBm+92g8IMD7ndMdOn5DL86ycTOlTJp+0REaz2itZ4Fj65hlgPd5sziY09vvg5R4BacRdZhZwwLHNmX3hTFUAO5WVaUFZshGAQ6T3rA0MPT6Of2GiQSivwEdGpw3/+F1LkGUucamHX7MmO/O0tZqJYBHUeQXc8O6ec4DJlZbBm9nex6digLRKKSXLDon4YgEVnR8whPEn3RqySYO2j4dstwerq+wypGSl1lGueGr+bc8NW4uOWjm2aHaKECCxUtQyMxiBKKdEpajRtPoFsWGI3EjnCj09p7CAZY1OEcmXXMSdbbY6jmy8SwB2hH55Mx0QOrGxYcntyFw5O7UOQvMi7kMR1rfERjUlJFlYq/MpM1P29h0rCpiFJIbS1iaaXFLFtgYK97NHxeCB/VrP11G9IiKXN6jWXLvm4o7LTonS3RO1uy5lAvtI4gK9Fjb67B7ZGRlI4mrN4pUGWK/PT6CnoLgcC1sczzuUbn6I4Yqpey5XULbzcLBgAAa8pJREFUtHZS8s95M2H8BcYvOEv8ikYgQpGXhCIvCbL0PBbOOMqiaUdxvSeQOs+A/o49rc7MwSrRxJFiJ8q9dFh/yqP5ybekt3XAa2cEARfzUEfLCFJnoYqXo3WANg+m4m2fh7d9Hl6r3uC+9iWYBErdYENmG4w5ZvhvMqFXCUgc7EGv5/WWWkjmZHLx0VnGNezPqxJfEsYG4nVNz/lJq0huq8LDshCPI1851Xg7pxpvZ/KMMyTPqk30xjqEbIpg8OZL3MgIAXct+/tsJbhZHDKNkZA1Jci0Ihc0tkgKNSCVYv+mgOFOj/DsH4c8UkWZnYCZXI/qvATVeQkmGwMngk9gmW4k9mc1UQdCaar6ysGAMzRwSMBt3XPuFobgvS+OPq2e4ruglKApb7F+kkSvro/RLnTB75eP7ItoCKJAUm8TSb1NOPZJwiSD+ENBZNeWY68swbdrHB6941m4bjQHCmtyslNDjK1qkdXQDskBA6rjenJ/MdHr55v4OuaiyjRBo5pk56hZn9CGPJ0FeToLdMmW/LByOMu6Hf9jhI4ImMTf1/4EKjX0SiqppJL/CpUa+v8bik1KDPWLmf5lABKFgqhtVVFflqO978D27zaw8slptr1vjs/cKHoenc3tdiE4B+Ug+Hkh+HmhjbUiraMzetHIoGVzsY4VeVl/H/Kbb7B+K0cWn479gCRSNlrRvcULMps6Ikpg87j+LOh5hvRGMk6+rEPmeS9c7IoQpfCh9VY+tN7KpO0TcTn4AauYEkzpmfieNpFVoMZpWBbRoxXEHA1CU8sThwdyLCIUeF2CBQ5vaNzuA+eahLLyxXnktQqYMOoieV1D8egXjUe/aKbtG8fxUR1wvKnEfGseedVNCI72iE1qopaU82TpJvKqQdBWPanvXWnuFcvO5GYEfFOMxCBSXiZHpoU9G7viuusdhSYZHa/PoOP1GRQ8cyJqjBWF1e0oDbbHTVnIu2cBFO31JD9ARsw7L1wemOF1Q0N7y0/MmXqcHT/3ZOb407wr9aLOpjdc61ST2zUOIsnMx+lmEkltlCS1UTKw9SNOLmnPza8Vts1Ft/qyKbYVFwpro0jOQ1YKG9odZm/NA+is4HlrN54OrUl4hy8M2jAbq1iB+PkS9JZAtCWFfkoK/ZRU7RhNSOM4DGo57x8HsH7TJmqHJGKWLzJ/0REWBDShpFMJ+kA31gwaSMRnTyRSE6ZyKXZHX2P1syU5ejXNVbEYXMuRdM2BRoXQqJCGF7+yfXIfvj05iOxaEtzWKTg+fTXVasdT5iAh26Am9Lt09I6W7HjZnGbDXpF9yJHo8UG0HPCKp+vr4tUmkcBN8QCYljhiWuJI17epaLrWZmGjy4gCTHW6jXtQFouP7sfQP4+dz0+y8eExVi/ejtkUJRqTjrgx3ly7VA9ZKezYtYGeG+fSpPN74grs0Ae50/fpePo+HY9OlOH8Ukdcz53MdLrD7h96YNjvgjFfwYjTk9CZpORUVfJ1kB3ZtWHN13akdnVDvTWbrAa2zPrcj6TTfjwcuxrrTukkJjpSPMuF4lkuhC7LYpBfcyxfJGJIU+F8NYlTheEcLAzj1vZG5F/wI66hkY3PT/O+gRlf5jkQu6IOYlkZ71rYktJKhfSiJfanVNRtFsG7Npt512YzujVu7BmzCfszKtRJIvFNIPmEH0XrvNA6gMaoZMKNmyieR1HQvIwq1unYKjQUlKg4EFefWV43sJ6SRNimTwSv0jDA4xUPPgXx4FMQav98LDKN/Pylwx8mdwTx97X/9DyC0EEQhChBEL7+Vnbzf39/sCAIH35rTwRBqPGfj+1vvChqEegqNlWM4uswB+xqZJP91R7/k+WUOSnpufQGjVQxXC6siUQQube4McXuUjSuYPSvWEAKmpPB2PsP2dW6BXGjvNDZmfAJS0PePhVpoB8pnRwxyxMRjFDco5iyIjNCpkYiuDhhtLNAujIXBonsfH6Sfp+HU3rNGWXbbACG+L5g88cW2FxV4XDlKygU2J0sJbtpKdvj7rI9twmXTjTCa9MHDkXeoMnuORhUIhbBBZysuRsHqYTBVTsSuSKI0JAUdN+7ACAr0REzSI3dZyj0F9BbG5E5aHE+YYZFkobUVmqWjD3M3i7tSGvvhLQMCpqXsaHBMWa+6ofdZRVSvUihj4RuAx5zLz0QxRY7AFJaSnnZfy0dF81i4PxrbLnUAbvPoE7QktDVDNcaGUg2OjJj3VEu5tUktsgBrV6Oo6qEKtbpnHzYgCNdt7AqpSMz3G9SYFKxN60JAGnFViwPOcu81eMoc4BR/W+w7W0zyFOg8ipmZuhttqzvhSgB11MxGH1dKQywwO5WLF9+9MbrkoSUVgIhGzMxOFmRVdcCAJ8+sWin2tP3+B1+ftuBToFfCFals/ppB+SWOvyGRiDWCkFnrUCYl4WiWw5Jh/zw6P0JBAmIJjJnNML5WSnFvuYIItxasxGAFTm1ednSkYhfAnB4Lmf/d2vot3M2HsufsSHhEbM6jWDi+cssWz6MnLomXnddT7fpM/GYFcOXk8E4fixHmZCHwdmarNoqrs+vKLrQautcyu1EgnZmUbrVSNYjNx6PXYOtREX1NRNxfVyKLKuQiMX2KC11mD1Qs3HGNn7NrU/s1GCyFpVjs01NylADRxvuov+VyfierVhgzKqlYPHYo8x/1IfQ+Qm4XNKS2ric2BV18DulIXWeAcMna/Q2JgSDwObue1n67UgymomYOWpYW+sE1RS5jKvTi+KGvqT21hOwpeLc8TNAfc8CiwwjimIDfj9HEjc/hMxpWlysipB1zCR6T1VCPDM4HHCaAdF9iX3ricyzFPV1S8bNOce9/GAWuF1l3Dcz+XnZDgAm75mAskEe7upC6tolcj8rgCV+F1k8aQxl0wpo4RrDuYuNQIAxPW+w/XpbZBoBn4vFpLRRE971M+nz/Gi97RG7Pzamb+hb3oypDsCVCwdpP2g0+YFmvN35r9cUVVt7iHUaTP1dfe/d+L971QiCIAWigbZACvASGCiK4pd/6NMIiBBFMV8QhI7AElEU6/+zz/xba+iVVFJJJf9W/rhsi/WAr6IoxomiqAOOAd3/l48SxSeiKOb/tvkM8PjPTvr31tDtPcU7b2QMOjUVwQSB6+OJWOHOnLo3uNS/MTELzfEf+gGLe/Zo+0sZcPcVa6Na8yz8MAC9mvdDE2DPpI0nWbViIO4j4gi3SWLv06bc67iWKL0tE58OwemKGeqEMmTZxbCrjItBlwnbMxnHt0YubFxPp/mzUBQbSRuoo6p7OgBfHvnj9thAkaeMEdMus/ZxOwS9BLv3UhyfFVDmZUlWTRmOH4yUuEpxuZXBrOsXmHhqLIEbEshu78PDHzfRvdcoDp7axqbcBgC8rGNG+qlAigtUyNIVnBi4jkWdh5IXbk9223JCZiUR8b0/yhwpRjMI+PkzpS1CUKWUEjXJHLvncmz7J1N4xAODuUCP8fdobFHhH308tz4JswJpvf0xu663YVKH69wY2Zjo0eYAeF0CVVwBhdXsUMdrmHD4DBsTWjPO+yGHmtZBtLMhZqQ9qgyBHyYe5FOZJ4/r2wBQ40kZH7t7EDPRC4NbOVubHGbGkdGY5UJRLR2iQUCeI8ciLI/CNCtCthaj3ppNdpkF5pNk6FytGL37PCuj2jEz6DYrv1T4Gdvtt0SRryNlmgG/qdlgrablqbdsfd6SoPHvKO0ejjq6gLjvFMjeWKLxMhK6LgdKSkEqRbRVk9DTDsf3RmRT00n44oZVTIWe47LjFSnHA9FFWNOlw3PefBeO6mse5BWQ1j8IUQY6KzAq4dOITTT6fiq5TcoJXZiKw5kyPua4Yr/KvGJs03MxHRYAiM10QBQFTFlmmHmU4DXoKxJXZ5BJEXPySB0VhvuNXITNxSz1Oc+oDdMprVOGJNkci7A8DI/tkBeDxAiPF2/kSLEHG7b3AuDm7FUM82mG1NWFknAPiscU4vy9lOMX9tBw+yy8z+fR/thzBlp9QiuKLEzpyn7vW6Qay+hwcB7hrSIwmKS8/OrD13a7AOga3RmArEM+FPuA80sDfVZc51rzQLQ1fJDfe0/mGX/cppSAUolJpWT+2WP87FedgZHpnGxTB7Nf9byN82RKnbvYSUuJL3fkflZFStukSBcktuXY3jMnp54B54dSOs29z9WVzWk39yGLHN7Rw68JxrohzDrwK5fya/J4fziFoUZ2dNjLrA/9UMoNzAm6yc4pvTB/n0R254oavAYzgaLGZayrf4Ie/u//ZQ3dyspDrFN/yu/qe/fWwkQg5x927RRFcSeAIAh9gA6iKI75bXsoUF8Uxf/w5IIgzAFC/kf//xuVi6KVVFJJJf8Vfn8mxZx/cgMR/oN9/6F2LQhCS2A00OQ/+8C/tUD3dM9i0k8rcOqTifpbFaK9NWilABQH2RA0/Suxx6rg0+Iz1Arj+7s9kVjq+SG7oiJ46TYTjRxfsK9PR4SfczjhfwUDRqSNTExsN5KCGvZ4jUknLdSd3O4iVd2KKZnrStfYtti2E7G8+oFLpV7oLQWEIXnYHXMkWVGhGcgdIfD7z9RWJ3KxYziySTJMSpFyG9A5qjBPKqGsuwX5GjkuL8rwPJrBJ60nUq1AUUNvrOPKqXJ8KvJOAj3nzKbQr0JrfJu4ie7t/RDjviBxsKOPYgazTl7i6OLONAv8yquRVXH0zeZkt328LHdj9/EuyEsM9Dp8h+0be1DqDo5dc8nZ5IKZtRYHWTFr6zX/n3Mqt8xlx8vmhOzNZbNtK7ztBFCYsHuqIKmdCVmpA/4nCrlw8SC5Ji07Z5qxsVo/8jZruFx/G1tzmvFga312tWnJ13GeqE/mAjDCbh/7zzci9pIXts+U7PBtQeP2H/i4oxpOToUcqbqfHlvm4mVdQGSZkqROtnjqi5BKTKy4eYT5HYex/mtrZgfdJNwsmdLCiqeGc5vWMnDJHJz3G7n4+iptRozlbreq1NifRHHz6tzftI3Wo8Zxsf56xh6aSY4gI26wM9JykOjA5bmGau2iKfwpn+Rhofid0WG5NBWA1XPv0n9ZHUprGYns74NsezpJ1zyxibXHOtGAoBcpt5OhjtdQPtxAqSuglRI9y5eICD2+R6HcXorfN8WYsnOIiqxVMckGgeNdNvNdYEOkAT6sjL5L/+2zkWpBXuqCxADq7bmYEMgwWDFm7GWO/tQJu8epxK+2wuOxBr1aTloTOUPiO6LpbuLe+zUA9Bo/E0krE/kzCvk2+DASTDzeG8TABr0xrS9m1dh9DF43m0OlHbGL0LDlyBZGJXVmnus1LFLhw7lQXJ6V4eYkI6B0AqEr08hrWvGk73DyDYVLaiPTmIjSuBC/zRV9vBxV1bq4f5NHwJksvhQ608XlDcviurAl8Rid7k4lMOU1H5JrcbzZDqYunsr9FZuo8roT/psrJKNVPQl6S3PCRn/mSbwftic+cMa+BdpuJaSXWxN6czyqX7U08YjmTlEV+tu9YOH823RZNY/k1vbMDL3Nnu97sNpqAL3X3GbP7ZZYxVTIS4tuGTh3S2Ntq0HA+z9E7gh/jFUjBfD8h20PIO3/+CxBqA7sBjqKopj7n5200oZeSSWVVPJ7+eNs6C+BQEEQfAVBUAADgAv/2EEQBC/gDDBUFMXo3zO8v7UN3dzNU1x4oxYRJS6YSfWktxHQnLEns1CN30INXS8852pWVXws8ogZ6sORmwfoNX46BeMrciPPCb7Jmg39KbcDp9d60keVo8szo1+9F3xopubromp8HLaRtpMno5yaRmyUG+Ob3eHiD60xy9EjvfuawiuBiMcdKPEUWDliH0ujugCQnWKLoJWwptNhdrVtTcF2GabDTuRWFfCum0x8ugMRLXdT/81gdI/tcP/lGQnHqrGj7iFiyl3oahnDzvy6HL7SAol/CX6jKlzfSlqHoX4az4KnNxl9fCLr+u5jyc8j8Rgey5eH/hi9y/DZIyF3ZilOy5UEbo7k+t3aXOm3mu4vJyC8U9Ou5wuiuzjgfr6Yu1+D8B/2CYC06XXpMOQZBXpzXh6uQWEtHa/bbqLLnJlYHn+BpHYYedXU+IyJ4cPtIHR+WjxOybF8n0HUNDcEFy3qx+bYRunQz8tFusERr28r0iw8eRRG0LZ0qpxOopP1O+YvHY+iWMQsu5yc6ua4/RpF+oBgLNOMqFI1xM2S4GxbjJ9VLhJB5FOuC5onDsg04NA5hdSnFVqjfd1MNJedcXyrQR6XiemIhK+vvPC8ZUBRUE5sbwu+DN5M93YDKd+gxVKuw1JezvtLoZTbiohuWtTPzXF6pUFSqkO2IZ+IlAqPolCPDNJLrCh5Y4/P5RJKvFRk9izHxrqURs4JXI8Lwf87DT9dP0LfJxPw22gitYUFXts+IyjkTHj6lOnXhhC8pxitiwVm8yoUsHp2iRx63JiGNaPJ7wKCjTWF4S6Y5emRFevQWymZtf0I7cxLaDl9MhkNBYJ+iqS4ZTCIIuobn9n+5RqdXo3Ho180EgsVok9FvpWQvdGscX1JR/dwuO1GYo4dthcsKPIRKHM34n9cT9jqT1x6XJuQ5XFoq3mhePiJ2B9qYxshosoxktpMivsDI4UTipCes8M8t8LLpduPt/FVZrF1Yj8Su8iw+VKhD86cfZzvHvXC77AJZXwOpqxsQh7qeLe4NsVuMuiei0kUcBmagbGwCEntMITYFNKHhgFQWMWAKBNRxcsptxNRFArU7/SJ+69DcfTJY6TfU9af7IZTg3RslWUkFthifGSL1/EkAs5kcfFVTYY2fMKrTl5gqSJ+gBOfxm8BYE+hO6dCnSga3JAXh//10H8rtbtYr/bk39X39oNv/unnCYLQCVgPSIG9oij+JAjCBABRFLcLgrAb6A0k/naI4T8b/99aQzcpRPY+acr7DDfuvg1De8YO0xZnfAZFkbJKyerrXUgttuZjvit1j30h/MIMlJllOC+V47xUzsEQby4uXIkoQKmrjPW1j2NmX0YVVSqut0TMcmFcUmsyBmgB6F7/NZe+b03/H65S4qEgbX4jfK3zMM8z4rMjmvl7RlLXOYm6zkmoo2SINnp+/mkootocYbcjwuBs1AlQeMQDU6mcrj1HsDzsLJ36PyNjRgOsLMtY1bY7m3f2wEVqyYG7zbg6qMLVraxJCGVNQlDPSCbiF0++nzgG8yxYFd8eeZlIZJYTqkywfmwOEvgx7DzpTSy4fSkchV8xI+fMxuKqGpkGetm+pjTci48bqzOq2hOkttZIba1x+KjjakIojy7XQNUpk3dtN/NdRgvU8Rpi9tYmto8Vw+ddYpjLY/yOZhE48iNaGwlRP9kRtC8fj4MyQgdH0HfTNcyXWJPUTkJGo2IyGhVTs+FX8rfIaG/1gXHHJ2D7pYRVq7cg1RgIGxTBuQ83cDn4Ec+50UhTc+ka9An9EWfSFvhjI9fQyDmBmp0jODpjDen3PdC569C568h75kxRXS1+a6NBEGjm8BXBKJBZV05BsAXNmn/kg96EwVZFygsPPsZ7UN0qBZtoE0YzkcZ+cWjtYOKBU7jsSCF7jw82D82xeWjOANcXlD+wp2G7T+SFWZBdS4Lf4Pc4DsrERVmI9WULxOxcBu2ZSRO/WHac2EKVLtGkD61CxGpvZp8ajsRGR3ozGxJ6g4t5MS7mxbwYVZPgGW95meSFYGNN7Eg3StwkVPnlIzGDLVA8+MD6xDaEr51KXhUJnrcMRK7xx2xSKmWjChDsbMg2KXHeZo70liN4u+GwPQ2H7Wk8yvCj3psByO66UL7ODSHCkjZzHmGWC57XoCDAjK/t1ai8inG5oKFwRjESHw8MTjr8xkVzZscG/E8Uo7WVUhRji8OQRJau3cXStbvY+ro5e9s0J396Cc7PQJVtZPrskxyuFczixheQF5UTPdkNXaMwhts/Zv7GA4SO+oLiqB0F2ZY0epBJ/PIGlK8oZvTLN7idisPtVBz+gen4nAadjUjw6ni8LxdhECUEh6WQnWzLBOtUwttEcCL0MK0corDdbonHnSI6X3vP1/7uBO0u41uH9yx4eJUtN/fjczafjr1H0LH3CFa9b8vJlGc8XrX1jxM8f1CBC1EUr4iiGCSKor8oij/9tm+7KIrbf3s9RhRFW1EUa/7W/tOb0b9doAuC4CkIwl1BECIEQfgsCML03/bbCYJwUxCEmN/+2v67x1ZJJZVU8k8RK0vQ/e8YgNmiKIYCDYDJgiCEAQuA26IoBgK3f9v+p5hlGFBHy6jmnMEvrU6gnGNBcmcTMSvCaewexw8dT1JSpmRV4Clu/9gEp6cS0puoUa/PQL0+g5lfP9Pi+FzUSSIOL/JwlJZgilSzZltfIjZUQ9+gmLgiexzPmnM6+CQAKR2MbPvSjCpTPuLwXs9SjwsUestIHhaEdfNMrj2qxbVHtaBZAZ6npdgeekGrX1/xYOM2gm2zkGtEHJ7n0rLmF2KGWLCpczfeT6qG65MStA8cqHYqnvMzV7KpwAvR2sC0ZoOwPW9Bdg052TXkNLGP5Wu73ehn5VIcaMRigkChr4CrdRFVB37BMs1IXF8pIYocFC1yadTxAz4LysitKiG3kZ7yhiUEy0vYs3Udl1as4U5WEJn77MncZ0+xpwKvORrUCSK1HFLo79eM+yfD0biaIxTJCG4Yz/oLXflh+QiKNppInV2XHxbvxaSTMvvcKTLGaMnRWrBtRzcSZ5h42msN38a+5dvYt3xIdSO3yILxF8bifV1LXG9Lhj0fRcw0OQVDrFmdF4bg5MCbG6FoanoQ2cMVu/NfUMRncflmPZ5tCkdrlPOl3JVDozfgfkmK+yUpOj8tT1tu4taT6qRts+Lo1zo0bP4Zp9d67O8lkz7anb7XJpPaXIX3FQ2qSAX1VbHkVJeAykgTmxjkJbDkS1eytJYETorALM+EWZ4JhWBEogNXs0JGzL3EgM4P6B+RRmnzYA6daI3VsBQMYd7owzRMcblNj7dj6ef8gjJn6FntHYENEqjhnUpxHS29ar8hIs+ZiDxn9DZKJF4eyL5YEDfMDZcGaSgLRGJaKnnfewPIZHzjexnLNllIdGCcmUPD4FjS7nhSWKRi46PjHM+vj7ywHEPLDCLHWRG/NoT4tSFwxoHCL3ZcDroK07Lw2xzNkbf1MbQvYPOGDeS3KCNipR/Gt9YVC9IDUklv7YTNKwUpawK4pXFFlApkNjBxvvdaoiI8+G7OWL6bM5a1jY6T2c6TX8JO02rBYyySSvn+Rm82R95k24peiFIBiZcGk1JCr7uT+TWrAXEbKiKDL7bexJkdLXGomcWu4KNcyq35P/+P2zhH0mzFU4xWRlDIGXL0KlkzvSne4onPGROr8/x5+jaIRren0cQiGkW+Do2HBX7KLIq3QWw/S4KvTWDC3omsyGhHUmdbpCXlSEvKudpoKwOqd2R4Yss/ToL9hUvQ/dsFuiiK6aIovvntdTEQAbhT4VR/4LduB4Ae/+6xVVJJJZX8p/yFKxb9qTZ0QRB8gFrAc8BZFMV0qBD6gNP/5ZhxgiC8EgThlYVDDsW+JlZ7nWfVioEk9rChR+23mOx1JIzyYf/Ybpyrt53vug6l3XcPsD78nKZDXqMZoEAzQMGm5m3wrJFWkXuhoISBx6cROWobgX1isDr+gqv1tlF404WyIQW0WjaLh9vr0aP2W5T31Gz3uI/qfTJT/VvQZcxDXJ+UkvnZCaOFEaNFxSKSeVoZpobVuJoRRuDJiaTN8qO8Tz4bruwjZYY/bvchcqI9/JTL/lPbMKjg1axwBs2fw9rH7TjTYgtIBOZ8fwStk4jWSeRdoSc1Nkym5KILAUfLiZjhjOf1Yhb7X+RxtD/lVhKqhSZhJ5GQn2dBB9tPbLl9AFUGBO7RY33ZghFVOzFk4RyG+Ldigc9VbNZZYrPOkuL2JST2daXljKf0t3tByvQ6yBrnMXXlcUwqI6V6BRI96NQCme+c8Tqfzcmcukjy5RzMaowA5B73wv1gBPZWpQwcOZ1lw4azbNhw5G8t0GeboUoVMFjI8Fv0gi11j+JyWUHkdBf2XW6NwckKx3dGrOYlETvOi7jZVchq50X0sG1I9VDSNItsg5pR74ajs5Kgs5Lgv9NE1w8jMClEpgbdw3OxkT6Or0hvKCd2rBexg+xxeSDFe8MHmmx9AfUKmXRgAksGHMMsQc4v17pjHW/CfZaWdo4RpH4fQKGvhEJfCTbSUsL6RrHI4QXpOhsOvW3AqbqBbN20AdvGmUi+s2fonsu0DYgkstyFa7V3s+xLZyxT4Mbx+kgQeRvnidcxGZGD/Ch56EjJQ0eKPRWkdHHB9YmOg8M3kpJlS3ZDI4KTA8tz6tH2ZQZT3g3Ednghn6Zuo+iyK2k/BeKzMxo76xIm9Z/EuWsN6Lb/HrIgP3Z13IO03IS03ESxD7g9MhL6ZAjJ6XaU1fbF7pkCu12WDNg9i6AVGswS5fwy7ADl1gIdXyRTFCiyYc42Cn2lLP3cmYQuau51W0P3U7Po0/Al+UNKyB9SwqrY9pj3yWB9h27cWt2EenvfMaXVDe5r/Ok/9zoJXdQQa0G5tRS0UnZ63UY3NA9FsZHup2bxzYzDcNCBPXmNyNFaMPfxDeY+vsHtiU141dmboQ2eMOjGE5Z/6kjTnS9Yt2ozCAKXFrbC9aEA5VK+DW2GIIrc2LqFBZ96YdzrzLF+G3Fxy0deDHfu1MRr2xcWXzjC4gtHGLpgDq0eJPPhRNgfJ7dMpt/V/gz+NC8XQRAsgfvAT6IonhEEoUAURZt/eD9fFMV/ake3UruLoT1nY/OxEP89sdy6Eo4QVoz1eUtazX7C+dhq2KtLMf/eioQZcLPhFoZNnsXsdUcAmHdkOLdGraTZvWlYvTDDNlqPWVoxMcNsGd/xJmd/bENhv2LsDlniOy+SlMWBZIYrODVxNZE6J36I6ILbpGIKdpuRkW0N+Qrq1P4KQBv7L2yJbk5RmhWqJCllriYud19L5/tTuN1iI513zmPJsKNsntMPs4uv+LqhHkq3UsTPaq6OXMnAhXMJn/mGiY73cJNC+PkZAHSt/xYrWRnfOr5lbV4Vbs9oQsDPEcTNCuLrKBnWbxUUBVT8mGQuZbgcNSNnWCmaXBVhP6bR5HIMh061ZtfwLVhIdBzLr8+7unIAkhbWxaJBDuP8HhFf7ogUE/Us45h5aSgmGwPON+WoRqbS1/0Nh7/rQt8frmNE4PyittRf8pLPPdzJ2WrGeP+HnOzfilJfNdm1KuICyr3LkaUrsYoDp+f5xAyzQRVQiPtike2XdpFpNON+aQhXZ7bA7vtE4g8EYhdZhsZFSVpnA9Z2JZS/tKu4odQsJXBqha941DpPrjbdzJnimux43YyQ6bHoT6uRT1cRvUCFPNYcnY2JoHnvMNUKRlqiRSgoIXGIN+cnreKhxo+Tzarz65uLPNTakqhzYPOXFgB4LzNislBg9nMGH2M9cL8sQzCKpLSF8503MG3yNKRaI1033mHb6Y7M63eGfd/0QH03iq/zQ5AHFGN7zBKjQqAgSCCoRUUlpIR8O5p6xHL9Xm2svgpsmb+JekoJ/pfGs7T5WY6EeZEzqj7WCTpmbTvC1GvDsPYqZGnYRaZfH4JgFJCWSmjY4jOvLlXBe8MHjkTeBKDdktn0mn6bB8PC0dmrKPRVUHvse+LnBVMwtwT9DQfc9n9GcHWC7DxwtCO9tSMF1QwIKgMhCzPwPZ/LlU9VsXcsxnaFBfLEivxE0SscOdloOwuDmvJ1fxWMBQpCf0lj/YNjTBg9nXIbGU2+ecbDTH/S4x1w9c1hrM8jTnZqiGhpjigVKHO3JKmDwIAmz3gT/lsYTJ0qxEyR4b9TxLA4DxMCFpOkUKohcZgvbfu+oJfta7xlxQxYMJfgaZ95crsqAXvTCTqRzMWHdbAJyMfarIz4ZCeCtpUjSip01dgB5gSvT2fA9SeMCHr6r3u5WLiLDaqM/119b778/t9e4OJP0dAFQZADp4Ejoiie+W13piAIrr+97wpk/Rljq6SSSir5vyEgIoi/r/0p4/t3a+iCIAhU2MjzRFGc8Q/7VwG5oiiu+C2VpJ0oivP+2bms5U6i95kJuM/REfGNLcpEBX5bYvg6PRCzbDg6cw1BMgX5Ji0dVszF5cAHYhdVR15ccfzbKZvo3nEIid9LMbtlRbGPiEwjINWC15lMTDu16IxSCk960G3yPfY/bErg5OeYWtQmrpeC4G15dDvzhF0buuG4+yUFF3ywG1hxHzJW8WXh4YOsCApH6miPwceZgm81aHQKykoVXG26ma4vJuI3JpErEQ+ouXIi30w6yv4WDVn/9BSvyz354egAOnR9QVQLc+LmVwPA86YWlxVxvLoRhtZNT/DEdxiaVyfkl098bWDC54kcmcTI5bfVCfsmgYgV3tg4ltDOI5JL8VXwHBhLw5dFPG1gQ/TP1RGlInYfKrTo/ComRGsDZvEK7D8aUWWUk9ZYBY0KcesVQdGg+ljFapD8nEN6kRVuw9PJ6RVKubWAeY7IkiV7WR9UlZj9NZCmKTHYGPE9WfG00HztE2qpEvll4VCsX6ajqeKMZlI++suOhA6JoKCrBE1dP87s3kjL16OYHXKLQEUGy1r2wu7XQr5uCcV8eBpms8wp81DTbuUDAG5lBpN70QO3PR/I61WNOtPecDshCIdfLZix4ii3C8JY4XqPjzol2UY1G6YOJHGgCbFciiA3EeqbhqldDm4PFbzbVx25RkReUjFmZb4B5YcElr6+xjf9RyP5Eo8Y5E30dAVCtpLg7VmgKeOnx2fxlBkZ3Gs8kuhkIpcHY+ak4XidXQzcMQt5MVQd/IW9XrcBGJPUincnqrBh6nbuFofxYEFD8saXUlygQtQLhP2UhSkzi+QZtTg8fh3TogeQmW+Fn1MO33pfYnm73hy+d4SDhWF8KHGnhU0US19XxD9MrHGfI5s6oLMGQ91iztbdweQx0wj86QsPLtVE62wkdHkyel8nzh/fSe/gVoh6A1Gra2LtXYBTt0hK+zSgIFCCrAzcDkZQHv5b9POdt3T+mMOGt60wFcvxO2lEbykjta8Ou9tmlDkI6K1BVSOPmUG3GazOoubayYweeZVz89qSU0VGj0EPqWmRyPq4NnipK/JOZS30Ja2JGZaNsrFbrCS7thWW/dIwbnOm2EuK6853ZA2ricYVPG9qGLD7GssedEOQioRMjyDjVw8K42yQOJYjjzJn7bA9TLo/FICtzQ8RJs/lo86Rbv4f/2WN2drCTWwQOu539b3x+of/FiXoGgNDgY+CILz7bd8iYAVwQhCE0UAS0PdPGFsllVRSyT/nLxyM+Wd4uTwSRVEQRbH6PzjMXxFFMVcUxdaiKAb+9jfvPzuX1k2J3VZLOp9/wfWWGyj31NH3wQf8f83F5YWGWd4Nqf1iGLNTOuP0qoRL0Q8xmon/c4GxR4t+eO1OpKlnHE4vipCVCDTs9IE2/V6QV9+J8hVulO11p/bo95w80gL7t1ISlzYidYoeuauGpifes/JuZ5wf5qC+Z0NOhAPpw6uQPrwKMUOVrElqT96wOmR29SO5nQX28wTcfpHhcl5Jl8Nz8bTLx/aqhJFJTdE2KuGbM4PwPp/PkMVzuJkfhmCC6I62FHWogmAAwQB7Dm3kyVc/RvS+icdVCdlj6pJdTUmm1or88z4kjvVhuP1jzrbdzKQnjwhZW4xz/yTOfa2O55B46r0oobp5EudiHlA7PJZf2h3nzLcrOfPtSoJ3F/Cs9Qb0FiLSiZnIcksoCTTgulbByeQnZNcVab/nIbmHvHgQvg9N0yBOLVnFgenrsH+ayZQLowh9IRA8MZoj/TYhz5WRU11BTnUFC+0/8qLED71KoPe152TVlOEwsQzLNCNjXe6T2zmIpEFGWq2cjUQicqx1PRYPG0Nyb3de3gqjx4JbAOSG21J3+Wse5frzKNcfWZskds3YyNfd/phk0FD9FX25DHVUPik6e56m+zCwdlcC5RrmnRmK2Z33WHxWoo6SMb3ebTSrPPg+6imPblVHlW3CoBQwzyrHPKuc7JpKfn1/GQtBT9RoMyI3BTPk6FX89kLg0WKQSsjcoSbXaEGT3XOQ5pWSfcSJrvXecqf+dvrvnYXGy8icqccZ7PSUms+GU/PZcJZ7XMb9Rg5zVkzg0vZmqD6nU5JohfdJCYgC2kBHolfUoLy6hm8adif7qSumJBXiXDsKTCouPjjNkOaD2PimJW7KQk5lhNM2MIK2gRFcndyC/OpGym1gXa0TXCmpyoQtp7jxuhq+W6IIDE0lcZgPcT3NqXp7AvFzqhO1tRrB+4ope2+H1SNHCgIluD7V4to9kWVvbpA00kjSSCOFA+tx7IeOLAq/ioVzKYU+SlQppcgSzBkw5zrK5rlM7nUZ19G59LRIof2AUbh2SuLS5JaYzUnF/X4Jl5OrYCUp40joQZ6+D+Lp+yD2H97I84nrKHniyPyTR1GUmFAstSWzvoTwgR8oP+/Is+82AbDy8A5OVPUkbGUOIasL0dUPxnWWnge9VvOp+S5sGmSx6EtPVDZlqGzKmL9pNOND2lFsMv+DBBgVybl+T/sT+FuH/lubu4rB/eaS2dzAwDoveLSkAdlDNJSXKKBcyuvOGxjSZABL751i2K7piDJ4NnYtizIqklG9z3VHvsYOs9QiTlw/RNsFM8gLFRjV/SZ3soLxtczjdmwQj5tsoeec2WTXlCAPKkImNaE6Zc2ob86z9kQPxNASztXfTqrBihk7Kx7H7k1dzROtI9ubN6fG5VRezginxF3J41Vb8b80HvvXMtwHxWGn1JA2w5fc6hYUBIs4vgWbM+/RNQojboCAhZ2GKk6ZLPS4DMDEb2cQMDmCNR6Xab53Li9Hr6P9p0FYKbV0df7AF40b8V1tsTujJatREQ6PrWlgE8f6Wx0RLYxMqn8XIwKfit3Z4nmN4XHdSThZ8Ujt8EFL9XXvebShHkETIojdFIp5lh6ziDRMOXkU9qpJka8E20gjw366iFqqZf/QLjTf/Zx8gwXPfqhLoa+UieMusGVfN8YMv8r1/vUASO5oj/vdYiRxKfR78oWulvF0Xjgb1bA00p+4M73fBU6n1WJTwHFmBrVCYmnB8fdXqHl8Bos6n6XAqOLWwPqcuLKfBRnNiJpV4bVQ5qREayfB6UkukbPVqKIUlLmaEOzLcT2jYO+6tYyOGsKp0MM0fjiFFXVPM+defxRWOqZXu0Mnywi6r51H++HPeD2vNvE9pATP+QBAylE/vBaU43kojduxQbQPjCCutRmZg6rgcjMDU1IK+2Lv8llnzdwvfQi0zSFhVyAOd5OJXuFI4PivCHY2iJbmZK8Eg7FCf3L+ScHXgSrMvYs5F76T4bNmc3vDZhq/Hcz0wDus29AX+89aFBHJJI4KRNE4j/xMNRfabGJeWCvSxtXk+uxVND0+B5tIgdzwipB+AEVqIU6Hsvm0uyrq/qkkptszptZjjsWGU8c1iRGOjxl+ZRxqj2KU563RdC3C+riavFAJddp/4ePxMGZMOM2GLb2xSjSQO6IUzwExAHg+krPU9QZtts6l1F/PjIa3OPVdOwr9pFTpGUVBy2Ikjg5Er3Im6PsiMls6YxNTjryoHL7EgkmkzvNSTsbUgihLdK4VY1bbl6I6aU1ODfC6qUfjLKfIR+C7Ycf47lV3bG+ZUewl4PDRRKmzBEWxyNWf19J26WxOfbuSXwvDeTi4NsQlkzSlOs6vdeQHKgAoCDURujwBuzNajjbY/a+bXFRuYsPA0b+r7/UPP/63MLlUUkkllfxN+fOChn4Pf+tcLgDjvjlLxxofedfCltSWArOq3EaSp8DcQcPOguq0vvyRxQ278mbSRoxhpTTYOYsr76tz5X110iKdMP+Szi+XDxJlkJAdDgH7M4nXOFK435M7cYEICSqkgsCRVatZ0PMMPgvKsDqo5sEvmwGY2vciuhxzOj+YwrjLY5A3yUPeJI9pSZ05llWPtJ4+1LOIpcRDSX6wgMakw/mhlDPfrERrlLHB4wa5NSwQjBC0Lw/TwBxc7sjYs3c9wePfcL7OTlZ5nSPVYEOqwYaczmW4mhVxvDgMqRa6jZqMerGK7i7v2RrZjDsJQZSHuBOd54jdI1vSlgWw4VonqteM517bdTRUxXAmsSZ53WRoRSPVrVNRFogoC0RK3ZUsd35O+JS3vLoexvIfd5BZT0H0KmfqPC/F6uRrNIE6vOZEcyy1DhuX9KfU3ZxPxW58GhJA3+XXMClg3dluuD3SsH9HRxoc/UiDox8pDdOR2UiN/qQlKz60R4KAdHAWeRoVg3ve5WyYE9klloydOZPs096YSkrRYyJoby57Ehqz82wHImdYUO/ZGL58Ux1ZqR5ZqZ67G7aQV81EWmt7RoU/xv1eKQ5vBOxvmlHkLaXP+rlI1zrQJ2IIknhzFr7uSWznnQhRFuzY1ZWxMQPZOm0LT3+sh0RnQpktJX18LdLH18L2oCWm+CReHKiJ4rOKTK0Vhup+iBJIGOBC3JI6fNTZMP7iGJx6xvIq3guHa7FseXSMoO8KyBxcDZODNUVhdoiigP6ZHfpndghvI6lWOx6DUcK0Oj3ID5aQbtRiv9wcrUnOlGlnSOisxOTqiKxhPspjtjg8lTN55nQOR99CqoeuP8xlYZezXPx+FWc6bqTRhhc02vCCc/dOcO9jMANnXkO5QI0s2QxfZTYuVkW4KQtZPHkMshIpxhc2yMpBp5NR5C3B+1Ixi90uoygS+TXUnWKfisRpvnZ5lF5yp/SSO7HfhDI4aiBeF3LwuCLh0PqOpHYz4rH9Ay/ivMk560Nabx/81xuQ7NIg7Z5NXB8ZOUt1SJydiD8UxKU9TfFeJ0HnoSNoh5agHVqKsi0YsOga6kSB+J5S7F7loG6UzcEGNVA/Nie7kQG/XQloHCWIHfLIDxXoGTEQx0NvGRU1mCO/tia1lS1x86ujV0NiJzmqbBOqbBOhm3MwFRTy+E3wHyNwRP7SkaKVGnollVRSyX+FP8k+/nv4ewt0o4mf33agjlcyuz6e52HZB9bEtEGZK7C++3FUgo7pP0/G0A/qbJyGXYpIsRfUCqrIRpleYkXyAG8GbZmFvFkeZlkCST2d2eN6kFbeNZFIROQFMLjHeESZhHOnd/HqqA8fVjoS9usURAHM/YqQaiQEbtNg3JBFY4eK4JFng6oRM8wOhTVsG9ab7MlanrfYQvjjifz43a90XzmPUnc44BKMoshEQe9SDCp7VIdMPGhoT/f4qpgPFum+vT62UaaK3COAV+MUHq2qz+WVa4nr48iXFSbsH1tzcloHzu/ZQMejc1EmZ6AcVkhuqCc1N7zluNN93ujsGDh3DnfWbkYQQHfMnO35dTn8oR7HllYsOA24MIUBsZ2JuuVPuZuByHI3NP56hGwlRx43wqWvgCxL4KkuEHmuDI8sHfF9JAirgkieLhL1ujXuUUZUKRpyaqnBBM+aOgJgtqcctyt5LJl5ltduPvyY1QSLH9WoZBIOt2mJYa1Ic5ePZLyxp+niBN57+NHxwzB0KyS4ji7B0EakNKwM916fyZzeCHWnilz/2wv9sI6RMGL8VU4k1ya/rQXlgVpcLit4MWcT0XoDfZ6PR1pkidMbE9J6hUxIaYLLCwP7t65lQt9JLM/sgb6ZwLxfjpOqt2Xl/U4AlLpJCXpiw/NFm4g1lDN5zDQUGi3Tpl7hYHIDJMsdKOprTsP6kTT8kMGlAQEYc/OZVKUjP3w4iRGBoaenMKXjNc7Ob8v8tUcBWJ02EIc+X6l9LgXNKQVbPLYzuVF/ZLpU0vU2XF7bHN+vZSg25lH60pfJ355n3a89KPWQ8q7cCvtPWhSpBWzr2Qy/0CxWNWlPytaKGLwXI6pjV1/Or887UNoJ9G46GpglsXtZT+5bu5M2RMeOBvvYmtaKz/cCsFVrsFn5npiNDXim9QERsiY3QOJeSs+9t1lzsSvOLyu0TWmZlu/9zjOn5iSqTf/Ao0s18Dsgkjq2OpebrabL2VngLWLbtYjoT17Ur/WVPDsLijVm1DqRStxVdwpDjThv+8z0XTlctGgFQNjP2fS895FtzZtSzTmLMZcesmbmYAY/vcPKHaGEBaTiebaAkp+MiGblOF4tQ75XQsLsWuhfg+/dUrJrWyBKIGBHEpkdvbC6GQFA5A8hmHmYIY3/44wRf5aP+e/h7y3QK6mkkkr+3fyFBfrf2oZuG1RKHa9kwq0TGdVvMr9sHoDlJmuM5qASdFhIdNhGaym3he3jt1DQswTBANp+ErT9JAzxfo7BAtzXPsd+lTk2MSbcVj1jZLextO/xgla+0djEGCkMtiRwcyQ1H40lsbOaMcvOYpYp8HHABuaF3SBobQIZzexo5RTFVLvXTLV7Td5KE42afuHC+FW4rYtHGWnOwIGTsbhvwfxb/SmsrcP/RAFZOivKHCQYYi0RjGBzN47T3TdQ6mMiq4Uez/XvWL9mE36HM/E7nIlyqhl6c4Ffi4JoZR1B2rwGJK0J5sjeDXR7OZ7ATQlUOZmA4qwMeUo+o+wfsSSjNYvWjKbcRkLI1YnUd0ok/r0HrS0/07/aaw7kNuZAbmPkbhpirvnj0jSV8Krx6EUpMxveIKxGIqiMLFx2CEWhgKRUiv+hHGZs/xVVkgzL+9HYuxUilspQP44lepKSzlMeYJVkQNTpEHU61JcsiZ7gzI9JXTg9vi1nn9ZhzeHtZNUyY82AfdSvH0lEnguxq6x5NyQE9Hqsl6lwWQSD7jzH4XkOsvvW5I5vhLwUgmyyCLLJ4vj3HXF6UYpcMGA9KA+fc3nIUsywjiik1cf+DFszi29rXsHumAV3Nm6hkWM8Hmb5LNm4m0Hz55AfYkHMeHdUGXoWvO/JhcaBBBzRE3BEj9yvBMOvCmptmkrvnXMwi88jaEc0G2NasirwFNnTy5j3tA8SRFbf74TxQwSdP2SR07cqWzNbMej6RPzmPiddZ41FZA6vS314XeqDw90UIr/xJ73UivcR3ox9Pow6lxNZ//IcZ3e2QFlgIr2hipJlHnwauIkHBUHIaxdgVMBPcZ3JqG/Gr/eOkh9lz/iXQ4kb54vFcSssjlsRv0jGT3P3UOwNo/rfIK79HiZ2HYfr8liyBpVxvPFONqa04d0bP3wuFlN215GkU9VwC87CTZZPQXsNs6aeJNAlGykmDLYGxNHZFe2HXGYvmcT5Fasp1Jnj2iyFkdvP4bLuCbM6jODnTseo3zCShFhn5rS6wrPP/ig+qVBfsyRdY8XOodtAZSBqe02m2ybQYsMTWmx4wohr9+i9dB6O1iV8eu/DrBf9yA2RsXlZPw5PW0sT+1huvKxGSisB88VWSEt1aIIdGNjvLjINxPZTUWvYBwIOZpGzzZy8hjrC7+USfi8XtU8hF+ruwO3hH2QnEUUwmn5f+xP4W7sthlRXivNO1WWEVRZ13vSjjlMyE5zuMmTnTNyXPyF6V11C58aw/+Nl2myYi1EJBguY2bOi0lO4WQKzY/qiP+BCkY+AqlEOoijQwCWB6zGhKBQGrM6oEQfn0NgljsgiZxJv+KDxNmD7VsbrxduYmR7O0w11Ke5ezP7a+xlwoaJot02EhPwGOsIDEima40b2N+XMC77BkuMD8LlYjHxlDvlbvHmwYRtzM+pwNzUQx5/NUK1Ip+BnL8xTSyhcqcPNsojBzk+Zd6Yi8s3vZAnJ7dX4HM8gq7kLJV4Q0Dwe4zQbUtrZ8m7WFuq9GYDxmj3ldqCsk8eL8CME3xyHRGYiaEo8pmAvZh/9lekHx+JzOpfUtvZAxdz4HE2jsLYLwXM/EfNzFW5u2UKT76dRdcwnsnpb4nCqlHfHq1Dia0JUmgjap2XJsX0cz6vPp5nVyA81x/l+NpRpGXDjGcvO9QFgSMf7+CszqaJMo/fDiVi+McPlWSnxPVR4hqfCCieU6UVEzbdkZcNTzL02COdnAlajkynd6sGgpZfZ9bUxD2sfoPrlqfSs+xqAFc4v2F7ox7oXbQka/RbCw5AmZyP5VSB3hze245NIO+NDYbARqV056kcqnHe9Imp7daRmRlwdCrCYb47njkRSe9kgFhYh2FoDYLK1Iq+WNcpBGUg2OWJ+/R21XpTzOs+T4t2eZLQ2cK/tOg4W1OXWN00p9JFR6g4BR/JI/wlC7LOJPBaMy45XxC2pg/PLiqRteSFSvHdGgaWK6J8dWFvvBNvrNyBhpyvCayu8tkeQccAZh1/MKAwwxzzHSE41GZYpIlO/PcG2b/qS3k2H1QsztC2KGRj0mhtLmwFwd8MWejTtzZcFToTOjiDqxyoEzn6NcNOJ2EwHAsbEUt4whPhBYGFThvjSmgPjNjBm9XSskgyktJEQsiKR0nBP1mzawnutJ6cahQKQutcVq0NW5FSXUO6pw+OiFItpKUiGC2x8dJwf0zqSV67iY6wHITNj2P7xMh91jsx+2xflE0s0biJBm5JBoaDGqVgWObwAoI9PE8rb16LDL3e5PrsFEoMJ+cOPxH9XB4NvGdaPzLGO1yMxmIjrIyN0RRrIZGh97UnsKEfmWYrLQTMK/GVYxxv4dt0+in7zO5/3rA8jazylxKhkVc1T/7rbopmL2Mhz2O/qe+3rqkq3xUoqqaSSvzR/YSX4b21yAYFhVhlUeToY3T17Xu6tyaJqbdBbwLiYOGzey/G4oafbxxGsm7gTozn4HS/gYtsaXGxbg3kTJ5J31xXrmBJso0xM9r9PfqwtXycHozLXof+qZvi3F7H+0YIXP9XFTGrAoALPKwLmORWPVJFFzuRWA8+fBS4V1WRFx2Os6HiMwiZl9Kz+lpJWhQgGE509P7PocS9Cm8eS0E1N4iVfbq7fSNCdUTgpinAZkk7aXD3vP/jQ8pfHxC+WobnsTB2bBBYdHMai7mdY1P0M1uvTsUoQyWjjgs2gZAb3vMvneHeSOtlS5iLif3kcO6oepve4u3hfKsTDqpAezfogMzOgiDKn4FcHEjtZsjG5DTprEaGoFHkpyEvBUK0U7U4T21av53GiH8WeUuqtmkapO1jIyml3I4ICnTmbp23jds/VDG7wlPUntjPo8iTupQYwe99Rmo9/jjEmDt/TWWz5sQ+ONbJwrJHF5eQqtFUlMX/gOCbXvodJDialFL9vXjHY4wVVV3xA56LG7ZwcjUlJvybPKOxZgnSGGlEGqx51xMGilP5N+iGx1PMh340P+W60mTiR7RFNWd7oDIYWNRH0Rgqb+LA/4DTFnhJMs2zx6h2HZbwUv0EfKAjX0fdDEgsbXqFL8EcsZymYf/oYsYtCGXT7GdHbA4ie5kn0NE+MVkqGzLuC0SThu/V7WRdzj1dTayOTmCjoVcKzdusZNGsO+2+2QPUgCse3GgJ++sjoM1dwGZDEhwxXmg1/hRDog/fVMtL76kjvq8MiTUR3QkVqT0+C3DJRCeXEzAmmT8A7evZ7iPKcAktlOV9HyrEYnEbpxALOTliF7YdC1q7vj3m2DlO5lOlTTmPQyRhn+5LguZ8InvuJJu8GIObm0yP8DYUnnQhZGoNYrwoHAk5gdduCxBnVyQxXYBGp4F7dXTh8NDAtcgAuTwpJ7m1EsCtn7P2HWMxOwU9m4MfHXdHV8ENXww+3/nEcWbeaci8dgtxETjUpP/qeI2mAF+3OzebL9irs8DtN6MIkksdVofPr8fjLc7FWlVFcTYdgFMjfYUa5ty2JGjsavhxFw5ejiNlXjewaMu73rUX6WC0dNtwn7lAoktBigudnIteIHNq9jg17N7OwxUU0VV3J3SSjzbqHBMx/hVJhIKkilQ1mF15wOrcuxUZzio3m7G+8j2CzdMbaP/5jRI4ImMTf1/4EKjX0SiqppJLfjQjiX9dv8W9tQ/evZiF6+CzBLEND6c+lFJWZ4WpVROwzb/y/f8WOr3dov29eRY0/A9ydsIpCE3zWOQMw63F/rrfcyPROIxGVcrKXGjDfZ4tMY8SgkjL4x0tEaVy4Hh9KoGM2n1/5EniwkKhZ5pxpvpV5QycQ11tJwJzX9PuUzC+ne+Far6Ky+1ivh3x3pw+BB7VIlucgmWDOnlsH6PjLXIp9RSZ1uI7GqORJYwfyelblu8X72RxWjekR72luVkyVa5Px9c7EbJyEzI1KZMftAJAMysZ2msjXEc441cmg4LYLDh/0zNp8lEZm2XRYMoet32xk4s/TcHxdRHI7K4I7fUUz3ZGjF3bT5PlY7A9boP6UQ9cLz/nlUUekxRX3dZONnnZVv2Aj13DqSy2c7YtIS7IndEMBCb0cCGwTR/56b9L76rC+b05BkEjw8mjyOgaBCDk1IHBFJEWtgsnqU4bigwWelwsAKPVVkzNEg9Eowf6cOf2/vc7V6nZI/XyI/cmi4nouLCa9vSu+A7+y2/c89Y/MwixLwCbWyNhfznAuqxZJ+wOoOvYTXwsdANCedGH/d2tYktyNrFV+WHzNR29vQVa4OeY5InKNSHpTeNR7Df0ihqDqlELcT3XwqJ2G+ViIWOLA0FrPOfSwMVgaedh6PS+1LgDcKKiKlUzLx37+JKwwx+yWFQtmHmVf7w4cu7qfGtemMqzuU06eaYbvsSx+vX2YLfk1uDupEfLEbEQrC4TsfIoa+5LSQSTAP71izFvckJWL1F72mg/5bsSmOLGjyUHGXx2FmYuGT40O4n9lHIgQtiwdyrSU1fYlYZCJd6238FBry/SLI9jdfQcrBg5BeBtJ8pwKU63OCvy/f4O2VTWUN99R86WeMzcaErgpifRtavr7vmbH62Y43lUw75sj7G3bElNWNvELa2JeI49btfcyIaE7754FYHTUoUhU4nu64hr67o4jfpwffX+9g9Ykx0+ZxdSzowjalkHL8x+5+E1rLD9mEjHLGfN0KStH7mPW6374LdfjuzuOl1leVHdII22iN0YLBfYrkgBI2BqEzZgkDN87kdTeHKNPGSatDMolmGVIMaigTes31LJMYuvWHrjeykHQ6THaWxI1xpxL7Tcwecp08v1lFAcbcXkoYdPyjQBM/m4aWa11dKjymR11Dv/rNnSFs9jIZeDv6nstecO/3Yb+txboFkGuYrP87qQOCca5exJp171w+KDH/PlXVr29wsgfZmEToyVmqJyQGZ8QzJQ4XzEy3aWiGMCEL0OQ77Fn+9p1DP9pNlo7MNQuQZ+hQhQASwMP26xnUlwfPr/2ZVv33awNrUXML+G4PBHp8N19nOWFrHjZAbsHZogSsI3WAiB/F4ehqg8aVzPkxUZUbxOJWOxLyPZCCqvYYP0+D6GwmISRvrjfr0gJerpVLZIG++K5/SPRS6qiShNQp5pIb2liR5t9ACyfMoJCXzkud3PIWiXg2DeJlKN+yG9ZU1DdgMMzKS9+2o7fjdHUD4ynaJAKnY8j6Q3N8NoZwchnb1m2YxA2cUbMM7TETpGgflaxgHR//lp2FlTl3A9t0NpJUCfpkehFjuzbwOjYvpSs82TiqpP8cHQAPw4+zNybA2lcK4rk5UFYz0kircSK2zUOkmgAa4kBM0Gg/4SZACS1l2D7SUKdMe94nuGF8qQtrmPj8LHI5emGujiOSuBM4CUWZNbj3MO6CA7lnG28jQGvx+AzJYekIX6UVi1nb9N97MtsSm2rCmGwI6IJhhg1iuBCrE5ZYXXiFaJBz9akx4wZNwPjrBwsZyuJmK5GZqFHGqNCXgJeZzIQlTK0HtbE94XgXeVISsuJmG5F8K6Ka+i4IZm8oXakdHXB42o2sYMdsUyCKqM+E7kjjKNLVzPJuynFV/zYEHKM/vfHo36vRF4Ch79dTa/dc3D4ZGTjuo2MXDsTmabid+t0N53YEa543Sij787r1DZPJEFvz/YxfciaqcV9oYHIOdaIJgiZ9omUo344bTXHZnESuVoVx0KO0PjMbCTlAqK7lqBJcZhKSgA4kfiYRi9Goykyp2VoJO/2VUeVZaTnspvcHNKA7kcfcCylDnuCjzBm4kyyaslweq2nbGoBBSXmXGuwlQl9JlIQbIndu3xMEbFcSapYvOxaoy0Fh6zJjHDiXd/1VL81Gbm5nrXhJ5h7cCS+x7OImGqPqDRRMzgJXV+RvvffYyEpJ0SRwYJGPdny7CS9Vsyj87iHzPptUfRwUQjXOtVk44OjDJ0/m/urt9D0/QDsZgsYbcwp9TCn3XcPGG37glF9J5NZ3wLf3rHkalVsDDpGdYWCLq37EznJjuCqyZwMPEObhTMAKAgWsI4RGb/wLGODH/0xAt15wO/qey1lY+WiaCWVVFLJX5q/sBL8t9bQlV6eYoOqU2m36gEPRtQlr6qaMz+uov3L8eyoeZihlydi+0XCmrnbWdW4HUPvvyBFZ0eAMgMAf3kOC1oPpMzfntN7N1H33iR2NDzE9/PHkN5Nh9N1JQVBAm6NU0j47Ia8SIKsFDTBOnw8srkedoZjJS6s3taXEl8TUq1A4IYEACKWeaCKlfNhyhYCro9lcK3nJJXZEVPgyLEq+0kzmrOsZS9MthYkfCPF8YgKjYMU50txxEz3I7xpFHt9rlLryRiquaYTaFlROKOWKpGOqkzq7ZyJ43sjfgsjyBzpQpmfDeZxBRhtVeTUUJEfZqJ53S88uVMV76tlfB0iZ16zKygEAztim2KzTIUoE8iurcL5SUXFj+iJZqi+yjGGF+M7LgWxpJT0SXUIH/iBle43GOzdFNsHNnzrcYlik4LJv0zFJIPpU05zsn09tHsEVvifof/9CYTOT8L3ciFP9oUDMG/6Md6U+nDpXAMk5eD6TIteLSOrtoy6HT7z6EUoT3utYWZyFwoGWWGytqDhoXc8z/Ohs9NH1r1rQ8CYKGJ+rIHETYOYrAKgd5unPFreAKurn9Cft0Vc7kSVXz7yIM2PEPtsnn8IIHRJPPHjA5BqYdDQ29zMCKH4mDs2sVrkr6LxumPixpuqhP6cTtluCWa9KjI3Ky+reB/nSZ8ab7gcF0ZZsRlCoYzgPYUsPn+Y4UenIvqX4njWnH6Lr9PcIpJZMf1QdEihuE9dbN5k82WeHWErcohdoaZX4HsAcnSWxBfb0dvtLafTatHP7TXHpnVCkaUharwaR+88tHo5pfHWBMx9RdTWWsgs9ZBihjJfYOjgmwy0esuokdNRvIgmcnMQLtcqygh2/+Y2dtJSCo0qdlxti0wj4NEkGX91LonNRaJWVcfaqxCVQk96ui3XW21g6HdzUGXoSewsw8q3gFM199D25gz8DxkpmluM/TwBgP9fe/cdFtW1Pnr8u6YwQ++9g4CIBbEX7MYSSyyxHXusscYWTczRaBITNfaOxt6jUWMviT0qxoYKSFekI73D7PvHcO7v3PMczzXlBOG3P8+zn5nZLMf3dQ2va9bee+3ErjZIStg0YT1f1G2FUCgwPGPE/YeeGL1U4nYig/i+NmhyoNaAKLZ4nGBFRlNuT25EiZUBxrE5GG7MIuaVNblZxgR46G8jWNoumZDn1xkycxamJx9S3qQ2qtvhJB/yxKFfNGnjm9Bw+COuXq2H9+F8+u28hKtBJiu9/VHZ2yHZWiIyc5h+/RLjLo3Cd0cpCV31nw+PRaGIAB+GHjrHcN/bf8II3U5qaTvwjdqeTVonj9BlMpnsrSUBVXQD6DdRrUfoWmdXyWv9B9xvtossXTE9FswCCXI9BZdGLaVCgtASJ/alNGe75wmah8zAIkriyjL9SokL0oO4sK4Vr+rpkEzL8dlaTtQYFR4HBZr0QhQJKRgdV5BaaMJK30Pse9WcKxubMX/OLuYeGI42E5wPxVHi74T15wlkz3EheqAWAINsBYq6uXwbeJgFi0czce5RDvcO5tkYWxxuSaiKdShKdEzZeIDNdesSuaY+BmkqPL/PZunx7+i/bwYHh6yk79kp+H/xkpf93AEoMwWPPS951cqJvH65mBsVo9ttR7GVoPPoW5zb3Zzlk0JopsmjUKpgtH8X4nZ4MqXOZXqbhjO2Xg9KGtdCez+OjlfjuNTem/AlHgB47dOR2liDOg8cj0Qz9vpNHhe5klhsSdi39VEX6mi66C5P+riS2caJ3F75lEebMrjbVfZeDEabKXDfHMmLkX7ke1WgKBM4+uu/WZwJ2M/2XF/W/fAuDncqaLzgLne+aMzLLhJz2pymtiaJZe26kx/ohHFsDvH9rKkwAO8Dr1h2cjsz3FsgmtZDPI4h9aAb4rT+IHFucBH322wi8MoEuvo95VZII5yHxFK4wIlz+7bRYPUk7k1dS8CeyXjOvU3MngYY/2pIt2E3eVlswd/sfmHRZ6OxuJ+JlJAI/l5Ez9KPcxytc0iMtkNS63C4oiLHW1DqU4SuQoH7AQU5H+ZRdM8Kz2WPKAr25+CWVbTfNJvg3g84f68u7sckzOa9ICzMnUaBsaSs1K87bxaaiPuRDM5fbUiFeTnu7umovrKm2FqNJqccVUE5qU2NKLYGr+VPSBsQwIKPd9LTqJC66yZiFpzGYPdQBpo+ZdrzXuQON6PnyVAATgxoTeQYC/xC9Ld3IymNoma1+HnbVlpPG4/2VRnjNx5hy7i+GLzMIXqUPdYN0zhWdyfDPdtR2DOIbatWMGLeLFI6lmN3RYXPxPD/+zuXPsUVv02RXEzwpTDTCKGDFvWjyO6nIWq6Jz7NEiha4oyqsJwcby2tp96hs/ljJp0chcKuGGW0EYpS8Fj5iFH3HgPgY5DKsA0fEdTnCe9YPWbFqoEsnbWFr0cPR1IIhCQRP05CFWWIS+sXKOZboUrORsp8hekZDUkra3Ft7WYmJLYgIVgHko5ny4MAMExRYPFMR1oTQcycmX98hK62k1pa93+jtmdTN8oHRX8LMxNnqcv5XviapGKkLGXbo5bcbrue3tNnUGYssLmSRGpnZwqcwaNtAlnfuXHzmw1UVJ525HdhPJoEA7r2uENESxVF79Qnx11Fcbs86tinUjjNFp2BivRPSyi/bEVps3x6+TzmzmeNKbZUkt5YwndnHkd/3M57kX2xM8zn8X79jReWT9vCcv8gIlc3RJOmRFEKFtE6Cu0UdBh1m5+2N0PVNQNjg1J6OD7m6JedsLybTvnmEqKeuOC/PpP239/nTEod+jnd51SfZgC86GGH64F4Mjq7U3diGAApwx14NtYWnVqi9hfRFAd6sCpkHaHFHiSWWjHD6j4DG75Lz6sRbI1phZmmGEfjXO4nuaCLMMUiUv8ZUA9NxdcijbF2Vxi1awq2DyrYv+ZbrBQGTHvZnqvnGuDXJpYutk+op01k8pqJCAlME3WktBAENo8mLtuKV6lmuB8GVWE5CR/q/62NDEtp6RTHw+WBmCQUkeNrRHojCa+jpcQMUmOYqKSsXgHKSGNs71dQ55MwXvQ0weZYCanT3YmeokRXoAZtBf5Lcokepl/0yyZMx5Fl3zIpvg/v29/leHpD7v/kR7fud7i5pgkZQRKSAvzXpDPy1CV2dGhF+DwXbO4q6DLtOntvtMTmVwXWD/M4fHwbyRXlTO+ovypXMtIQ38cSjxVhlB2z4ETtI/RvO4hPzh9h9qcTCZp5nzE2Vxn5cCSaoxakN9WhtS/Ec34xuy7uZFZiV6KX+uM1O4LoHBucTHIBaGCWyHd3W2F+zwCHfgmID42JmGOGz+h7FJ71oJ19FL8OrUPbA/cwVRSzfl9PirxKcT2m4OdNm/E98CG+X0TQ/2Y43xzpy+pB25j6/WgAJvQ4x8XBzYjra4nX/jSSlqmw7xNFzO76mNw0xOlQFKnfWeFp8Yrk1d60+fQXHnaxJ7V3LTpMvIWzQRbnBjXj2UhLrMMgp5bAa28GAPX3PSPsfS+WXtrLVy+7k1Zkwg7f/XQOmcP4gWd4WWrJPNsbtF82k90frUAtdMxsOxiKiiip60qRjZqUVlB7STzJfb0weDcdAIuesaRNaIakhEVTd7Jw+Qh8h0UywuE6Cz8fjfXtdMqfxaKoXxudoRoUgoHfnSXYMIYuZz6i9oY8+hy8wg8tfEkaWQfvftEUjbMAILOpNWbDE+lg94z5dU/9CQXdVmpp0e+N2p7N2CxPuchkMtlbSwJJPg/9v0Pj6SK19pjEByHH+OSn/jhcVbL5q5XMGPEhaUFaTF/oeNm1gtobComerUaXpqVjizB+vlofAONEgWm3FJQKHd5mGVyL86a8WI3f+MeozlmiGyyx6tYRpvX4gApjDVHDtUhqHbV2lxPzvgZtmgJdvXxEuAlem+PIa+ZGsaX+4ttCe0GBdxmaFDWnhi+j68FZXBu0nPhyLU9LnPlu/nvkeCowzJTQ5EiYxOeTHGzGpmlr+Wj+ZJrPCOXUhabY36lAUgp8Zj4F4MHeuuS3LETz0Aj/HlE8TnGgp/cTFtvdYVDMu8Qd8ebsrGWkVyhxUUm03jQTi9apKBU6TA1KKP27PfETJUxNirFaYcyZPVvI1OlP07tR7Mi2fu/y/F1LCt0q+KbjQXa0bc7+0GNElqlY2HkA08/9yPizo2nf+Ak/P/anT8N7TLO5gq3SgE5hgzGdb0TMABPKLSo42WU1/bfPBMBj6QNKT9hQ1yKFZ21UjHgQQcikvihKdUQPVdKuXiThGwIoNRGMmnyK9Y/b4rhdg9HHL2GsITPOHueTxWPJebeAsJbb8T+gXzNH45HHwnoniS6xZ4rlIwY270v0h+6UmVXg5pfKWp8DfDhzOsaJhcT3NME0DiQF5NaS0DkX47ukgNMXDuN1ZDyDgn/hVHwABfFm+vdOV2CWIKEbnEFasgVd6j9Boyjn8t7GOO8Mx/iEijqmyZxfGkyhraDAQ4fLRR3GT9Mgv4CkrdZovrfE8uB9zC6ZEB/iA8C6hWv5eMJEdGpBtreKZVNDqEDBl7NHsmnlKu4Vu/HdjD5MXnWAbc0aYXtKxyj7a0xfPYGGgx+TNsSKiM+tGNHgFqeXt8V81y9Y3dCvx5OYb05nxwhOfdsWhH760e1sAcW2Gpw+jiFuky9dZl0jdEgdIj60pGvThzQ2jaeTUTQ9743DZVw6UkkpkoczOQHmmB97iMLVCYDkjnYoumfyU+BOdub6MdQsgv4RA8nb64z9iHiSDnpS2DEPjbqc4lI1nl/rECVlOG57yZ0j9XG4XUzCxAqMfjEmp14ZtSfpv2HGzQ/Ce+sLUru4UqEFdZ5ErrfA82gOha4mZNRTUmIpoc4XeO1OoXhTOdoxAsrKKNqhJuW6M557kknp7Mik6Uf58k53nB30U06dHCI5dKAdTteKuHT10z8+QlfZSi3M3nujtuey/vgt734reYQuk8lkv8VbPAiu1mu5KJQ6Xvlr2TDnfWqvzyVoxj1mDxhLQncNLseTKLZW4H5MEDdXic+4GPxCsuhu+RCnqxU4Xa3As28MyeF2PI+05zPHs3gPD0elLaOkbV1ebXSH0jKGzZ/Fp8f3o8oqQJuixNi6kIJ5eQgduJ3LoyzZCK+dSVBeTmIHwblFKzi3aAUDBl+m9tQnVHgVMbVJH1x+Kif4+iSMRRmHG3pi8kMoquBXWB94SJGNghmHDlJkB4vb9iY9CG5/2wSXRi8J+uQ+W5ev4Hm+Bc/zLTBO0eG1Flwv5BJ+0geP4TH83fYX6vw0jkVuxyloXsjpAm/6HPmIdstncmTscrLyjUi578BctzMoyiUut15HdrwF2b4a/C+PodXRmbQ6OhM7ZR4iI5uxQ88gygTvm+Qw5HIog+p2ZdD1cST0d+Bbv0DUOUqm21/EJ6SUExH1mVDvXbqPm4yvRTqFrkY4Xa9Aa1XEnLh+uFwuxuVyMbHzAykOcSJ6gBOR39Zjw5z3iR+mI2akgqVtD3PjSgDaVxU4Xkqjt8kTNL+YcDRkDW1soiCkiCm7xnFw0TJKC9TUuzEKj9OleJwu5VjjzWzv/Q4PclzpMWEKusxX1NqWjP+CaH4K+IGFL3qxeNkWMuuZMOa989gdi6TEUr/6o+VlQ4o8LPhbfDssPLJJLTHFaXAcWrc8tG55lJlCoZ0gp9AQ/1lRdLV8xDsWYbicTuN42EUOep3HXp2D5fEwTFJ0LOh2hNQmKmK+NuPFMB/svtaS5SeIXNWAXrb3sYgsxCKykME/TEGTVkDbL2/icCOPIE0O0w5+QMjKlYQWeeCkymLG6r18ev89kof68/BgAF8NH45hpkSQWQImu/Jx+kFNH7N7ZPcoQGodSOgdX0Lv+FLLPIMdN4JJb1PO3+fvoEIrodMoSW+oYrTDVZRlEheSaiPyi/A+XMbZe/XJqzAkttwMlw+z0DnaUhjsx+QjP2B5IYqEmYHk+1mR72fFvo+XY/NeLO988hE/ju9Ak0MzGO16g4wgiYr3ishuUYzNfmPaOsewrOERogebEtffmivRPrjtiGLS1kPUWlyE4+VshFIit08guX0CUZTD9J/Ooi6U0GZKLJkfgmEq6LRq3OZG4rEjAb8V+pvSTD/3IxPcriJl55AwzINguxh0Sqh9+DmlXXIYYJKAVKTCYIkVBkusuN3ekcnDTlDgrPlzio4k6c9yeZOtCsgjdJlMJvst3uIRevWeQ/dwkdrndydlkD/ZARX4zXiIwtqSrhefMs48Bv9jk/im80EW7BmC27l8Smy0vBhcxvaWOwCY8N1ESvyLcDxigJAg20tJvmcFNvcUrPlsHZ9E98VwopKEAQ4Y5ECFGvK8dZi7Z2O63RzDKS9RDZdI6uuOeWw5C9ds5ZP54wFI7VaCxQ0t2a2K8XDMwMyghLgsK5xnlZKxSoFyrw2qkSmYTFOz+8IOhvp2YvKj+0w5PxzTKCUdht6htdkzAjXJTG0zhJSuzgCUa8H5XAa236Vy53wAS4bs4nRWAy48qoP/9HDyOwWQ46Ukr0EJigwD/Dam8tmFwywO7kXtEykcu94EbZqCQrdyxrW4QsjdYB501p/GGXhuCm0DIhljd4Uvg9qTNqCO/kKSOWuYN2Y8Q9ef5HBKIxLOeWD7oIyAxY+Iy7eGDzToTAzZd2obU1904/blOggdeB3KJmKKfp0WUaTEv95zmlnFs+NeCwAMozUoSvUrPTrseUJmnzocXrSM3svmUGwNy4dux02VRa/zUxFlAt+dheT4mmB1PYnWP0YAUN/wObMf9Md+m5YRK0+wamM/TJJ0CB2cWL2SFjfHs7bRfp4Wu6BRlHH4ZRCd7CO53ieA6FEO7ByylkWNOoGzPZTrePXt//w+mC415fnECkJbbSb42xmYd0sm9a4jjjfLedFZgfvpCiauPcz2Pu8Q8aEl/ivSiPzQAavHYDIkCSEkBjnf5WigG89C6uD3jf7yfHQQOc8Ek/tanC9lkdbCknIt5DUuprl3HKPtr7FwzhgWLt3KmsROlE63QkQ9B1cnoofbsGbANpaPGUrsUAVKozIau71gr+dFAHwPfojn8RIMYtNwOJzNz/fr4OObxECnu3z1azf8nFMJD3NjZNurnPmmLcXWAsefMsnzs0SbUUrW7AIa273gfGg9HLwySUm1wH9JNgBJ79iR7ypRp1kc5cNUhC+y51rH1ezKbsTR1R2xu/iSLdf2Mi7oPcIXeWOQqcT1QjEv22qxfVCOblIGSoWOpjbPCfvAH6eN+lF3uU7JtXAfjMMNME6V0GZVkOWtInDgEzL6GVH7ZBolOhUPM51Jve+A7X0dHebd4JeZTYntp8LYMR+Dc+aUdsnhcFAIFgqJ1odmAdCk+TNmOZ9l0KGpxM7+E05bVFpLzbXvvlHb84W7//I59Go95YKAlMH+eA6ORpOuRNeoNpFLHRhqFkGLe0Op/dkz/r5/CI5tEon9SLB8/Xp8vyxg4paJTNwyEfcjGZjdMCSlpYLckbkUBhVhc0/BxUUr8VOX4mmWSVJXB3RKME6uIHDgE2p/8oQWjvGUj8uET6zJD3JGWQTFlko+uDESy3sZWN7LQK0px/Z+PtoILRknXYg/7M3COj9CSQm5obaYR+ZRuseBtGWCYZ1HEv15Aza064DVAyUuhxN49o45N/N8mNR3AqhVBI56ROCoRwDozLRci/DB4Zcy1o0byJ19DRjYKJTIDb60//wGpS3zUGnK0RlX4HngJYu6DyYr2JXwNoaoHQuxbpOM488Krg1ogNcuiQ6LZtBh0QwUOSpuXAlg2IXxWJ8B+4tJHJm3lLkxfem79jwBmpeMdb6KogwMbz6jk/kTShc4kNXUHt9t0TQ6NxVzdRH1WkdTa10sPfdfQ21SitqkFCGBiaqU3Wfb4uacST3PlxT7FVO7VxSOP8Qx8de75PXIJ6rMgptzV6EqgA2J7Rm9eAYai2Jqb8ph8cHtZL+XT+YGAw5s68iBbR2Zu3kUZXEm5Dur+SG1IXMnHeCLb7YQ/NkvbMuuh9eEFzTW5NLMKJpVR3qh/NyaNsYRuO5LIbDtM24X1sL/Yi47Tm8jfIY5ZSdsyXxiQ+YTGy7s205ZkYpsXTlOmx/QyykMnVpCWaIjMCiWpGA12/t3I2KWGZoMJWntHDF5LnAcGYd6gSULvX5koGksDW4V475XSeDeSAL3RpLvZ8nsJuex7J7EppMhFNmAQa6E5VX9NQzfjByG8bFQTmYHEhbvTOPtYQy/9xSdqQbDNJhydLT+nPVENWp1hf489Ebd6NmoG9/3WYUkBNHLrDFUlmH5QEVUggMHkxqjy9dfTWoWo+B+tiv1pj3C6mkpYl0euW4Kmq8OJf+eNf2sQzGPUGK01Bz/T5PQbSpCt6mI/bOW0zL4KeWDBeHznNHGanBWmtLe5CmDPzpL8lpDgi9MJ/LTWgQHRnBn5ApSG+tz+mrVZqStdmSfciKslZa0pub4Gqfia5zKWtdzOJ9UUuBZgUVEPgc2rESTIxGVbUv4313pYPaUn+J9yT3nQK0lT8jyU7AvrAnFlmq8/ZIoiTDHbUgMimvmqIVE57WzcTtfjtv5cgba3WbQ91PROZb8OTXnLV8+960r6EKIrkKISCFEtBBiblXHI5PJZP8PSfdmWxV4q6ZchBBK4BnQGUgEQoHBkiQ9/Xfta9fXSMWzFuHpkkbWURdKLMHu1zIS+ggoE9TelI2kVqLTqjlweBPNds/E61g+e49sAmDGi27klmlZ4HaCTWnteTHYHl1yKk1/ycVdk8Hiq72o83kin1w7xafTxmN4/hHPlgZSa9otSi54oFxqg/Z5Nrsu7WJ7dn2+f94QsVe/rOvWr1YQWuTBgQAXyjo0RJ1VQnJrU6ZNOMrSQ33xaRPHq2IjmtvFc/ReECqjcrzWSeTUMuTaknW0fjCI9FhrlnXdh5miiGm7xgIwb8hhAjUvmD52Mtu2rSJbp2bC06E0tnvO9d2NMI8rJ7OuitF/O4ur+hUOqhy+8G5I2qTmWL2XiHaCilIXC07u3cJnaU35/lFDFK8MALjSfxnpFWoG7fkIdQ4YtUtHHLBh9xfLmewRjNLMlF63YhhiGs07j4ah3WBJUmv9YRiHWxUYn3lI1oCG+E96Qti2uhS46G+PB/D8mCfqTpkcrb+Nz16+y7X7tXG5ADmeSlwOxJHU3xOz+HJ0agWZdRVYh1VwZs0amoZ8xOrhIVzIrcfX9r+yJceVQ9O6kuWnj7koOB9P20wA4tKtUTw2YcPITYy9PRy3bSrqf/OAO+nuZF+zx/SFRJ6rQGcAZnH65zTIo7REhd/HaRTvUBIbZ08dH/0aI9kb3chooMA0Hu4sXE+nkWNJbmmAYaNXGBuUknHLAdv7FXh+HEHGSFuSl6uo+El/BatRmoR6RAopvzqyccAWxp0aQ9NGUQBEZdlgvtqUbisvc3ZKWz7euovlteoRtaEJazvvYvrRkfh8Fc6ce1dZ1qQ9q+6dYHLMQHSSIPaxMw43wfxCJDjZUWGiZfmBzZgrygEY59WehM+aMH/QQUKeB7PQ+wR3C73IKTfk+O5giu0kbOqno95kTUozJUhQa30cH169TKFOw6KQIdTvE072YBMGnb9FZ6N4Pug0AoCISTZIZuVc67iKcc0HgCSRvNmcG0G7eGfKFCZ9fZj9yU1Z4XmEYU9GkP7EFp8vwkkcU4d8jwrGtr1MyN1gVrQ+wMWcAG7s0K/zs3/2ciZFDWKC21U+vjCQyz2/xUVlTK2jE5jf6TgdjKKZ1KQv+c09Wb16DVsz2nA6rB6takeTMcmZtKbm5LtC606PeDHLh/371zO85QAAEteYkZdqwoCmd/6UW9CZKayl5qoub9T2Qtn+//VTLk2BaEmSYiVJKgUOAL2rOCaZTCbTkyR5hP6mhBD9ga6SJI2pfD0MaCZJ0uR/ajMOGAdg7GDcyGvwYsqCc3H7UuKT7/ex/EUXynoUIMzNKKzrxMt2atzPFmPw/BXJ3Zwwjy3Tz4MBJnMTKe+SxfboSwyYOoML69ZT9+oYlDFGmMZBqSkYvpOO9Zh84j7wZNiAS8ywekJqRTGnC2rTxDCOASem4LfxFSlLFVgaFvLqhAsABc4SjVo/I8T9NI12fkStLS/I3myAaY/n7I2/QtOfJ2MWqkWdJ2FzNwuRlYfOzgL3TXG0Mo9i3Vf9sbmWTPgCa4wiNJTUKwLAd246sSssUTwwxTxWonBgNvbfaOiw5QY7I5rjtNGApImlOK9VU2xjQPrAQtp4xHAlrharGx/gl3wfbk1sTNLsMsb43uTMqNaIb/SrC/Z2eMiKY71oEBxF9qeuqEIjEJ4uVDyNRjQKIDPQlMN/X8pEv86kH3Zjnt8ZtgbUJn1UY2x33EMX5MfU3YdYMncE2T4KTk9cyt/C9TfU/crnBz6ZNQ7T8CziF2sofWHCx12PE1XswIkfm6Mqgh8mLCNTp2Vxy3cp3aOmpU0ct4M0ON80JPRQfQqdJa6/v5xhw6ZgsFC/YmaAeQqnDzfHbVM4EV/6Mq3NefqbhdH74QfYf5BFUaA7hdOyqThqy1fzQljVtRfTz56gWDJgY99ezDt2gA3JHRhif4upl4cgVBKG0frRf2lAIS57DEhpqsI4CV7V1aHNUOC54wV7bhzi+zxv9sztycv3S+kb8JATp5rjvSkBXXomyRODyA0sQZVqgLF/Fu2co4kcWQuAiFnG+H+aQuxYd5DA+UoJfdefZ+XDjojnhngdyefrQ1vxUwsWpzfh3rj6rD28iYM5jbk8rSUZDTQ4rAsleWoT3h1+A1NlMTYq/YqZJ1IbkLLbkyMLljKu/0QMl6dRNMuO2BkKDG/rD1A7rLyJMsCXirWFvLzgRqF7OQ5XFFg8zsZ/ZxTHw+tjcseQ/h/8THuTp9Qz0M8/r3oVhIvBKzZ904ciG8GlqcvoM3sm+Q4KyszBPFpixPwf+fZUT6zrZDDc4xan3qkPeyQWup9gSvhgDNdaUOCoXxfHsqH+0v/yH2x5FVjB6R4rmdmyP8+mudOr0x2UQuJxG2OEoZY1d4/hptTScN0UHH8pRpVVzLNZWtz3KDm2bS1Nds5AG5BNSZgFpTYVTGtzHoDzvRvydI4N/iuzOff0qz8+QhdWUjPR8Y3aXpT++DeC3+ptK+jvA13+paA3lSRpymvapwMFQMZfF+V/nQ1yPm+7mpbT/5Z83CVJsv0jbyyEOFv5/m8iQ5Kkrn/k7/ut3rbz0BMB13967QIkva6xJEm2Qoi7f/X/gv9Ncj5vv5qWk5zPm/urC/Rv9bbNoYcCPkIITyGEATAIOFHFMclkMlm18FaN0CVJKhdCTAbOAUrgO0mSnlRxWDKZTFYtvFUFHUCSpNPA6d/wR7b8t2KpInI+b7+alpOcTw3xVh0UlclkMtnv97bNoctkMpnsd5ILukwmk9UQ1bag15Q1X4QQ8UKIMCHEAyHE3cp9VkKIC0KIqMpHy6qO83WEEN8JIdKEEI//ad9r4xdCzKvss0ghxJtdQ/0Xek0+C4UQLyv76IEQovs//extz8dVCPGzECJcCPFECDGtcn917qPX5VRt++lPI0lStdvQnwETA3gBBsBDoE5Vx/U7c4kHbP5l31JgbuXzucA3VR3nf4i/DRAEPP7/xQ/UqewrDeBZ2YfKqs7hDfJZCMz6N22rQz6OQFDlc1P0ayXVqeZ99Lqcqm0//VlbdR2h1/Q1X3oDOyuf7wTeq7pQ/jNJkq4Cr/5l9+vi7w0ckCSpRJKkOCAafV++NV6Tz+tUh3ySJUm6V/k8DwgHnKneffS6nF7nrc/pz1JdC7oz8OKfXifynzv0bSYB54UQv1auUwNgL0lSMug/vIBdlUX3+7wu/urcb5OFEI8qp2T+MT1RrfIRQngADYHb1JA++pecoAb00x9RXQu6+Df7quv5l60kSQoCugGThBBtqjqg/6Lq2m8bAW8gEEgGvq3cX23yEUKYAEeA6ZIk5f6npv9mX3XJqdr30x9VXQv6b1rz5W0mSVJS5WMa8AP6r4KpQghHgMrHtKqL8Hd5XfzVst8kSUqVJKlCkiQdEML/fF2vFvkIIdToC99eSZKOVu6u1n3073Kq7v30Z6iuBb1GrPkihDAWQpj+4znwDvAYfS4jKpuNAI5XTYS/2+viPwEMEkJohBCegA9wpwri+03+Ufgq9UHfR1AN8hFCCGAbEC5J0op/+lG17aPX5VSd++lPU9VHZX/vBnRHf3Q7Bvi0quP5nTl4oT/6/hB48o88AGvgEhBV+WhV1bH+hxz2o/96W4Z+JPTBf4of+LSyzyKBblUd/xvmsxsIAx6hLw6O1Sif1uinFx4BDyq37tW8j16XU7Xtpz9rky/9l8lkshqiuk65yGQymexfyAVdJpPJagi5oMtkMlkNIRd0mUwmqyHkgi6TyWQ1hFzQZTKZrIaQC7pMJpPVEHJBl9UYQogmlQszaSuvwn0ihKhb1XHJZH8V+cIiWY0ihPgC0AKGQKIkSUuqOCSZ7C8jF3RZjVK5tk8oUAy0lCSpoopDksn+MvKUi6ymsQJM0N/JRlvFschkfyl5hC6rUYQQJ9DfwcoT/eJMk6s4JJnsL6Oq6gBksj+LEGI4UC5J0j4hhBK4KYToIEnST1Udm0z2V5BH6DKZTFZDyHPoMplMVkPIBV0mk8lqCLmgy2QyWQ0hF3SZTCarIeSCLpPJZDWEXNBlMpmshpALukwmk9UQ/wedxn7zp/w5YQAAAABJRU5ErkJggg==\n", 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\n", "text/plain": [ "
      " ] @@ -668,10 +668,13 @@ "data": { "text/plain": [ "[,\n", - " ,\n", - " ,\n", - " ,\n", - " ]" + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ]" ] }, "execution_count": 6, @@ -718,23 +721,28 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "So if we use this grid type, we have to include a `wet_mask` grid variable.\n", - "\n", + "So if we use this grid type, we have to include a `wet_mask` grid variable." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ "We are now ready to create our filter object." ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Filter(filter_scale=4, dx_min=1, filter_shape=, transition_width=3.141592653589793, ndim=2, n_steps=16, grid_type=)" + "Filter(filter_scale=4, dx_min=1, filter_shape=, transition_width=3.141592653589793, ndim=2, n_steps=16, grid_type=)" ] }, - "execution_count": 8, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -754,19 +762,19 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The repr for the filter object includes some of the parameters it was initiliazed with, to help us keep track of what we are doing.\n", + "The repr (i.e., the string representation) for the filter object includes some of the parameters it was initiliazed with, to help us keep track of what we are doing.\n", "\n", - "Next we plot the shape of the target filter and the approximation. Note that this is not the shape of the filter *kernel*, it is the shape 'in Fourier space,' meaning that we're plotting how the filter attenuates different scales in the data. The filter is 1 at large scales (small wavenumbers $k$, at the left side of the plot) and 0 at small scales (large wavenumbers $k$, at the right side of the plot), meaning that large scales are left unchanged and small scales are damped to zero." + "Next we plot the shape of the target filter and the approximation. Note that this is not the shape of the filter *kernel*. Rather, it shows the frequency response of the filter, meaning that we're plotting how the filter attenuates different scales in the data. The filter is 1 at large scales (small wavenumbers $k$, at the left side of the plot) and 0 at small scales (large wavenumbers $k$, at the right side of the plot), meaning that large scales are left unchanged and small scales are damped to zero." ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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      " ] @@ -785,27 +793,27 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "By not specifying `n_steps`, we allow the filter to automatically select a value that leads to a very-good approximation of the target. In the above example using the Taper shape, the filter selects to use 16 steps to filter by a factor of 4.\n", + "By not specifying `n_steps`, we allow the filter to automatically select a value that leads to a very-good approximation of the target. In the above example using the Taper shape, the filter elects to use 16 steps to filter by a factor of 4.\n", "\n", "The user might want to use a smaller number of steps to reduce the cost. The caveat is that the accuracy will be reduced, so the filter might not act as expected. To illustrate, we create a new filter with a smaller number of steps and plot the result. (Note that using a value of `n_steps` lower than the default will raise a warning.)" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/home/ian/Documents/Projects/gcm-filters/gcm_filters/filter.py:255: UserWarning: Warning: You have set n_steps below the default. Results might not be accurate.\n", - " warnings.warn(\n" + "/glade/u/home/noraloose/gcm-filters/gcm_filters/filter.py:11: UserWarning: You have set n_steps below the default. Results might not be accurate.\n", + " \n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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      " ] @@ -839,20 +847,20 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/home/ian/Documents/Projects/gcm-filters/gcm_filters/filter.py:255: UserWarning: Warning: You have set n_steps below the default. Results might not be accurate.\n", - " warnings.warn(\n" + "/glade/u/home/noraloose/gcm-filters/gcm_filters/filter.py:11: UserWarning: You have set n_steps below the default. Results might not be accurate.\n", + " \n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
      " ] @@ -872,7 +880,15 @@ " grid_type=gcm_filters.GridType.REGULAR_WITH_LAND,\n", " grid_vars={'wet_mask': wet_mask}\n", ")\n", - "filter_4.plot_shape()\n", + "filter_4.plot_shape()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ "del filter_8, filter_4" ] }, @@ -887,15 +903,15 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 76.4 ms, sys: 6.78 ms, total: 83.1 ms\n", - "Wall time: 86.2 ms\n" + "CPU times: user 88.5 ms, sys: 30.9 ms, total: 119 ms\n", + "Wall time: 123 ms\n" ] }, { @@ -1253,136 +1269,136 @@ " fill: currentColor;\n", "}\n", "
      <xarray.DataArray (time: 10, y: 128, x: 256)>\n",
      -       "array([[[0.57808346, 0.57159167, 0.53605723, ..., 0.42380628,\n",
      -       "         0.47128317, 0.53832381],\n",
      -       "        [0.51796103, 0.5064675 , 0.47607245, ..., 0.41564899,\n",
      -       "         0.43997698, 0.48980835],\n",
      -       "        [0.47207293, 0.46880608, 0.45562155, ..., 0.41782065,\n",
      -       "         0.41604955, 0.4486439 ],\n",
      +       "array([[[0.54809688, 0.51879934, 0.45514536, ..., 0.54077783,\n",
      +       "         0.54456105, 0.54726763],\n",
      +       "        [0.51027425, 0.50829846, 0.47952886, ..., 0.50617368,\n",
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              "        ...,\n",
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      -       "Dimensions without coordinates: time, y, x
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0.4203935 , 0.44261993, ..., 0.42716515,\n", - " 0.38034792, 0.36774248],\n", - " [0.41016413, 0.44657908, 0.48000503, ..., 0.44284947,\n", - " 0.39648523, 0.38594168],\n", - " [0.47716668, 0.52459963, 0.56103944, ..., 0.47665114,\n", - " 0.43523139, 0.43823365]]])\n", + " [0.57293942, 0.51371839, 0.51298786, ..., 0.50467932,\n", + " 0.57709032, 0.61065355],\n", + " [0.60624125, 0.55069431, 0.53122392, ..., 0.49139126,\n", + " 0.57548905, 0.62723903],\n", + " [0.58699326, 0.54542774, 0.51721811, ..., 0.45694501,\n", + " 0.53387825, 0.59084717]]])\n", "Dimensions without coordinates: time, y, x" ] }, - "execution_count": 9, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -1401,22 +1417,22 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 10, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { - 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pz6A7S8RpQFl5v3hHgY0K9nLeNRKpp0GhssSQBTIrnHxtI9Oy40G5pTQDt23Jo6sTLrZTfDRUtuO6nqBb2eEqlZhmsv2t7MDj3DOM9ZY0cs1jVGz6HKenaJXwSR/6MaQWldPscqE8eqknxeXAa6dSkwL4xdbRrSbEkQIaouYr7St8hVf465df4PGTJeys7AgGRb6SGgRAyIR3DhB6Q0iGeszfv0gcI/SPEJOyw59ohiJjiOrQ8JEGjdlr7FZjurH6vfC8Nl/xmrsB4HG/ZL2XSW8adWg4Ymy06QZLt3PoWrjD0QBBs+1z3mfJalUxvYHJBwN6SJjeYXqFn6hnBcRlgGkgRKnyF8uWM1eTqUCbhNdb2YHKDXR9Rqozyqea6gm4sXjnx7qabRP5KpDtxu14SPjKEpyRyWwk9bOrC97anlKXDq0SmsR5VcM9WBclfZtJqDE29QSkEQmlMM34Xg30nWbien5gcUHtczZNTnfhsI3CtBCzjCsnN681gSIf2J4M1GQMM4XdKcwgN1q/lOPGk4HFvCG3gW2Tk3qDbjW6H1MICWwWmOQ9S9cwNS2boRgbfmQB1n3CNIrdruCxTuhx0Wh7S+iNrGsO+qls27ulPEiSGR9iRZDrvDeYvZbXSs+uzVntKsLjksWbmuqpLJbBKZK2XJzMWLiWiJJFcZBGtm5V8PXyjBP3WeJIm/pHm9fY7QpMLywX0yj6XUadIHoN48LTLxKhkN8hSbqFIlDmPdZErk8yulOH9pI2aM+gvR/hpCcvB7RKxKTwWSSWsvjqQ2OQIu0y7JjeaWtDW+WkoFAK9s5x3U142sx45/EZ2TsFXsFP3VaYaiDc5OQ3mmSh2eU8mc4AGIKhvS2orhXZTh6IQ1AMg+FiO+O6nhwWcqMTRkU6LNumIDUWHSDmws8v5h0Pqy1j6x5FPrCrIihNmgQyE7gY5jxtZ7xzfYq+dZhGGFBESaPFDJJVJAuqV+ibTNhaCYYTwzZ7cQt6AoZPcA79I2v9V0r9WaXUhVLq55977f+glPpFpdTPKqX+H0qp5XM/+xNKqTeUUr+klPqDH9V5HXHEEUf8WpFIhA/59XHgo4zQ/xzw7wF/4bnX/hrwJ1JKXin1vwf+BPDHlVJfAn4M+E3Ay8D/Wyn1xZR+dcJnpiNfPLlkNSlphrETcdyC7wfH7a6i3eSonRVa1bTHqsib3X3+UfgMf/3pFxg+kFC6WiFP9JlENj5oQpQCZ7KJfg6xilQnexZ5K5IAvWzt7d6j20Cea6K1dFE6Cu+gTCQpoZV164KfevIZbvuKadayGUo2fU5uPJkNtAFsDfk6YttIyCWVkrREpyokdC/DooaAzjTRWYapwpeS9vG3OW/Fcx6XcyZ5z/mk5uVqzeem19wuJ7xfz7naTGlrRxo0Ko3nq4QHDGAG6Jaa3hsqM1CZgZNJw/vTKUNtJJ3lFX2dcZNV5M7TjZIE0UX6uSbkCuWFazycyDlX84bTao9Wic4bGheJTnjNyiv03tDrnBsF79gTfNLcdBWxN0QH3UIxTGQ8QmNZx+rAj1Y6okwiZpLmEo40DItIWgxkpWdSddyb7LA68nQ34/ZmQuwMKmj2N0J9LZ8oihuhXgKoIF2f9SbnkVuybxzqIqe8kIL3sLasmyV/s3F8/fSMyg48qWfE1kqqY6IIlbTFx85Arw+8fEximEvhWYWRSmkSzgROqz3pXHHTLYjGohJ0Z4HypZpXT1ZUdsBHTR9HeQjjcTrgxyLx+9sFF8MSe2FwK0jWEHIjHacZNI3my+EhwRuydwrmbyVUgP0mY5hmFDXkt5KuTCrn/XZsfOw103c1i7cjekjsXjH0S82wc/hVjt4LVz+U0ilcTHoyG2T34qLsWpNCn3S8dnrL/XzL1heH+yVpSTvZSc95UWNVYB8cvjeSYrRyjVVQhFzIDndpKbeRa2Jb2RmGUmPNC6QZJgif3AD9o4vQU0p/E7j5ptf+q5TSWDrn7wKvjt//EeAvpZS6lNJbwBvAj35U53bEEUcc8WvBnczQh/n6OPBx5tD/p8B/On7/CrLA3+G98bVfBqXUjwM/DrB4qeQHpk95rz3hspXuSqsizgQqO2B05BLogBQUKWre3S7ZDT/IRT3l8t1TqsfyTHMbKahqrwhRSXSOCF+lk4gtPQ+XG764uOQ0q/na7j6Mka2vLMZqQqkPke4dJU53mjhqg7iV0P72T075mdly1OWIuEnPrBpD41HoKBQKXxq6paJfSERl94ryMmM2RgjuYo9pPcq7gyiW6cBcGuJtSVsU7KeB+p6juj/wfZNLMhW5aiv6zqJvnHQsjuJGdw0uIPQ+PSgRPouaTEemrsOetHSpeFYs6zTdOqfXObQau9OHblPp1kuEIqGmUvSalx3TrKePBmsixgVCYYi9wTZg95q00gwzy7s7x+V8SkrSaesnsNdCQUxZwuwMbCxhzEcz8xgXpNEGnhPCStjCs5zueXm24TPVLUPS1IPjJk0xtUE3GttAtoGslkJfP5M54EtFdECn2dxOMFcZs7cVkycR7RPDRNOuNM12ypv3C+x0OHRHhkUguIgtB6xO9LWTzs/ts45cP0mEMoq2T1TgpUt1XrTM85bdSU4fShECWww8XGz4wfkFZ25HGzPqscgytw0L2xzula+4h6x2JagMt5MaTDQyx0KuMJ2hHSYQIb8R6p9K8nm1h2wH1WWQukZr6G7GZrkBZo8Ck3drktUM0wlNrUjKkt8qyqdghkR7Yti/omnOFb6UOM4UHjPpKfKBB7MtX5hfMjUdT9o5AE2bicaLTjjnOXF7Cj0QkzTehXKkadpE6jXeS1exGsNE5Z9Rl++Krp8/vQbgkPv9dUERvkEd7ZOFj2VBV0r9bwEP/Cff6d+mlH4C+AmA13/zNLUx463tKe/dLhlaizKJquwp3UA7WPp9htpZTK+Ie8Pj5pTHZgm1Jb80jFpWB0E4kiz+MUiFXttIlgVeXq750uIpD/M1F/2Mx7s5amdQCfqFJWaK5lQxTKUgd6empz2ojcHuFflK2s5REI0GpfEFdOcZ1/cd2snN4yvY31MMc2he8SwebJkVHTe7ipt3ZoCkl05qh+oD+m4PmKT7Tg3yeaJVhJ1l76d8BVgtCmJSvH+zhCcF1WNhCMRMFhbdP+sU9RWESuQBLroZbci42VcoBVSBmKQTN9voA9ffdLII6EEW82EGg4NYRqpK7rJZLu3ojc9o+0wWPiODn23lwUqSdvBmyGgS6DyAi3Rn4SBspgeFu9Gj0JrcYK0xJCtjqHvI9vKgGmYa31r6yuCjZhccm6HkyWqOeeqoHivcVhY8PSRJ5zhFP9WHsYgOEa/aWIqnivm7nvKDBjQM8xzTW1TUqGDpT7Q8rE1CTweWiz1nVU3jM95rTrG1orwY512UNFJ3Yoh5Ap2IraapHdd2QmFHWYuJB6/RNtIHSxMzwphaaWLGdTchphNO85oHudCj5rZlOW24mk8YJsJi0kHG927h060snlI81iQjReSYPVsYs1qiEz1y6ZOW8465JWaaaOThme0UxRXM3x0wXcD0Ob5StC6jH/9WZQk77ZgV8mBvQsYb/T1+6eY+AOGiJL9V+EoUM7dDQR8t720WhM6SsogpPTYL9E1GHDIGQEU1TnqFnozz73zgc69d8jtP3wTgJ7/TxeZbQIqixwX9AKXU/xj4HwC/Pz1zqH4feO25X3t1fO2II4444hMD4aEfF3QAlFJ/CPjfAL8npbR/7kc/CfzflFL/J6Qo+gXg73274zXR8dcff4HHj05xV5asl7TJdunYVZ40GMyNJb8ZaXZWEQqhYakgEcidxkhwYxQGqFYzmOwg+JySYtMWvGnO+Or2Hu9cn9K9P2Hyriarn9PWuA9+NhZ8Ro6yHjhQ15IWYTDtwe0S+TqiItRrw9Y7hnMPBvplol9CuNfzw59/xD937x/xfe6CX+xe4j+Z/ygfdC8DYNuSfB3oFppwF0X6kY14J3seIFsb9mnK19elRDBrS3kx7hi6hC8VQwW+FF40QHcC6azDqMRb6zOuNxP6dY7qNDqIRo3bPNtxhOwZ9/+uJyA66Qp1i44Hc4kaz4ua3ZBzW1fU65LUS4ejinKs8mrccShLe6bQLrBc7DEq0g4ZbTdKAF9k5CvItolu1Djvzp5pfj+/Q7J7RdxkbEzFe8C6F70X/96E+duK2XteotAIIdf4iZHux7t5O6ak9KBRg0T+WR3Q3UCsHDGT1Jv28hlMI2LdySXIIbeepbsTPZFdUb6+SwslktJEB4OG6ERbNnrDvnEEpzE64aoB3xvioHlyvWDTFCyqBq2SSB+vShEMm3heerAC4PX5DSflnqv7Lfu+wE+U7N7G6zPMR90Tm0hGM0wlteTnYdQjN2hvKJzw5Pv5KAc8geaeIXu1QgWR+vWlXPvxI5LUKD0cZBdgGhF+ixa6peHJYNi2OUqdsm9y/FOhD1ePNPlGdgm724KfK16i6y3Nkwl2p/HTSLb0lPlAjAqfWdlR6yj00ztd9jxwdr7ji4tLzAtmnMTfiBG6UuovAr8XOFdKvQf8SYTVkgN/TckF/7sppX81pfRlpdRfBn4BScX8a9+O4XLEEUcc8d3Gb9gIPaX0R7/Fy//Rr/L7/w7w73wn77HuSy6/fI/ZY0U25oK7pVCVkrLo2lBcKYpr0EMiZgpfjE1GuRRN+pMxCldSEFURbK0JQY1yuInQGi4by2VaSnT7RHHvSSJfB5KC5ky0SoYzj6kGojfEnYSId80nKCS/bu/ymIrqaSTbDiSV054Z+ntgFz1xIgWgV+6t+dGTt/i91dd53c74fPZVnj5Y8H/9fikg3fgpbm0ZpjAshBanG43O5H2SSehBCkbuxpDWck5m1J5JhrFrVDoUh9kYnQHuvOHlkw1GRR6vFgyXBfmtOajkCbUyHYqCcSljeie5O8wSw5mnXLY8XGz43FwKU3PbsupLdtsCfZMdDA6ik+ujEuhOio3RwXzR8I/de59l1rAaSt7anPHucIqK2aHT8zCHTCLPPYNO9Et7MMxAiTxy2GZsqGhaR7fJqa4U1WUkvx2kSWti8ZWWIqg9bNAkyhxkzFSUjs5hYkgPpvQLy/6elpqDe2aYogdF8oqoM3bTnF3h2PVSOL7LTYN0+d6NWdJCyUtZQiGdlzEpKtczyXu2bU69KknXGXtfsHNzKQ7vNZNLha1hmBke+1MApq7jfrljd77mfa8JRYZpZD4mm/BTUYrUNhIqQ/Aa5QLVpEMpqMuSmDm6kzG3fioDEs96jAvUrZWuTQCb0J2iazR1bzGd1AZiLnRM2ZUAEfq9oetKNpVsifXeUFzLIlncSi3DFwq7MazSHLMxzB7Ltaxf0Shg4nq63uJVkuuCIoJoD2URW3ihprYz3t+PQkL8l9/J8vItkVCET7Bz56e+U/SII4444ruJ35Apl+8KGs38DVGrixkMlWKYJuIkoGw6aFpEO+bP8zEqdRKN9vc8biHemCQYbu8s7KTJJRSJlEHyoJsMt1JUj2H6gSe/6SElhrlDhCWA0adRfCbvcujPKFUhBz+LI8tA018bTB+JmZybmQycLnYHj1SAD9oTftq9ymV2xSYuMSry2uktAO98QbFrsmf+lnuLGhLBCF1QLO40WSc1BJI0+UQ7aoY4Do0/vgK/9Mwe7gD4zfcf81p5y2qo2HU5TV4QszFC7yDfJNw2ikKglRxqEPE9Qp6IZwNn51temm64X2655+S4EU3rLWlvcVuJdvsiEqaJ7tTQrjRlfKaSaHTkzO25n20AyEZta5WemXDc1T7IErkbKPKBzX1FUzpUL1G/+FyKJEQfM1SrRTffwDCxxFzTnGr6uTpIENylXmMueeOYJ0iJbqnZvWIhSa2hO0mSL7/z3EyjZZ2HwWq63rLtc3Ztjm5GZtRk1LaZjNIEE9mloOVL6YTW4jE7L1rmrsPZinpTkG3EHjApRRibavJbcNuI9pp2K3On8RkT03O/2nE1mdDVltQnYGwkG3WLjIno4lnr/bToMDpiTWBrS+ozYY+VC6kDvHqyYulartqKp5sZXetICeKgaVRGtKJDdOeJqhIHn1h9x67pldQL7jx979hVhdyrvhxf6zXZbjTTSIj+f1JkWnRpmpHxpAeIgyKIIgDeWFZ1yWYv+vUvCglFfzCE/eThU72g3xUXhTOs6M4g3B9YnNQolVirCU10UuzJRu/COyGhuef+gzVfPL0EoA+WL7sHNP1M+OJeNE5SPhaNgsK0CreNoqUSk+hHaNA+YVqRLo1BwfCMi62eM1lONh2O13eK/T1NMo5+JtxqpUUUrO0zutpRrwsu11N+avpZFkWDHaVA70yR7y13hLmmHSx1XRBGSloyo0iRQm6iTrRZxmcNseQgDqW70ZhY6nhMC3nAff/kkh8qP+DSz2iCUORu3JR4m6G9JmSKkCt8qehnkr6641Enm3BVz73JjtN8T0yay17EwtqQsW5LKa4OYwOGBjUd6BLUjUElWfTcBq4vZ/yMe42TouG2LXm8nhPrDOKYOotjagzEYzMpZkVLdhKoK0fXZYTOQjt2/UaFSvLATQa6mcYXim6paM9hmEVZgHp1ECoLpaQmssLje0NrHL4yInQ2mikQgVbMmHWnMHeicHfFcZUYvDmkWwaRRZH3XEgRUg1STI9Kk7KI1okyG5i7jqXbC+V0pLbaRq71XddnyMH7Ucp2jCB7b6mDYzc4htaiWy1Svnfj5RWhsUSv0Vkky6Vb2eiIVZFp3mOWiW5iMTqyrITjvnQtVothhdEJY0ePUxfogWEQQxkpEI/zzj3T8+nniXA+kM/lwdE2js7KopuMpIT6k0Q67zAm0YecbNRkUgGGztD6sWptR42eO5/eUXuNoOh3DjpNdv3iljl5Lh1TLkccccQR3xP4DVkU/a4g3cniitt8f2/g/N6GL55c4nTg3WrJ48mCobdY58lNJARNjIpp1fGbzx/zj8/fBiQvFlH8gzrHd7m4iIM4rpsoHpRatoPDzMLUkozQuVQSuppu9MGj9C4KumvaQY1byDjS0nIR5EdJVKU99Nc561WObjVup8ZoLmdtp9zkEimmacDNJYqeVS1GJfrB4vcW02uRii0jVEFkU5N+1jFpx2iuSOImbxJ67O7Ug5z/vpfIZ0gGQ2SmWx4UW66mE3zQbPwUv5UiIEozTMBPpZinh9HXMZdI2UfNVTdh2+f4YA7jvGvuojG5hniRc+Wko/EFKmrytXSu2sc5b/UPeNvGZxFwEGW9UHBweAfpyu0GSzYJzCYdE9dza0t2qcR7SX2pQTxe73ZQfgK9VTQPE7zcMpu0tH1GX4vvKsByueel2QZN4rqZcJNXDAu5dRSSxqEWWt7d9v8QQY/qh7nxBwXCaJ7Z+Q2LABMPnUHvtKh1VolYKXI3MHUdhRkOJh7GRNltZvK5ox07It2zAnccO2WbPuOd7QmXmynpJifbqYOfaxyNS1SnYdDEKqCLgdx6rIoM0dB6iw96VNOMh9zxqi/oguV6N6GpHSkqdBYxJqJ0OugO3ekCDTMxS8EmcBE37/jMyYqXJxtiUry9OeXxsJTr0TkplJ8MvPrglpO84evFGXWYU1xKYTTuMm6LUlQ2TZTP45DPVHm0jaJoubfYrRbP3xeElNShoeuTiE/3gn7EEUcc8V1GPEboHx3ummJCmTCV5+Xphh+aPmFh97xUrPl6cY+brsTqiNOBvc9ofUZhB2mNNtLfNNMNX5o95t3TJZe7DO3FgJnaEDN9oHuFXNGcmVEjW6Ikof+NhchpAJ3wY7OL8hIR6tF2SzcaOiVaKOpZBG/3oEdHed0JNdB0I10uJYJTDFNNd6rpRuWfFJWYcWxzzNbK+U0j9qQlzz1N7YiZlaLeGNEO00SsJJKxWRQt9ZCJ0mGv2I/R8+N2wak9Z+1L3qrPuKontJ1E7yFPYqqc3xVD0y+TeQuD5nI3ZfBGHObHgqHNPUpBrAJDqzCdvG/oDOWsoz/vaGJOsmKCYHrgxkoxrRuVG+dCuSPJ79xRF02j8L1Fq3QwTFi1JSlKZK47JXrZYxRNlIaoYQbhvOcHXrrgfrHj0W7JB2mBGovNZ1XNa9WKiDrczH1paHvLflNirjLy21FZ8m5HFsdiYFCEoGl8RkySt4/5c4VckyBo9F70XaQBTRFJVG6gsgN777jyUnvwvUFl0gx2937RAs/tvlIpW5beG57czAlPS8qn0hTVLyFMxUQk9kbMrntFyCLWiF5PTIqbfcVuWxB7I7oqkwGjZOKlpNh1jqZ2hH2GShB8JNpI8kIrTGbcPRQSnWf3G6qyo8w8Z2XNZ6c3zG3LVT+lDwZqWYqy3WjDB5zkDd8/u8TqyH+7LfBNPu4kDV3tMFmUuogeCQATTzVrRet9l6N60eR/Tt7m1w0pir6YZXNstPx3AQP8hymlP/1NP/8zwO8b/1sB91NKy1/tmJ/uBX1cENFAVESvaYM9pAsq3TPNWvpoiEnJ1lHL1rH1GU/aBe/lwtl91d1wamtenm24ms5IG5FMNa2kWkwv1Xlfjn6cUw5bS5BFJt3rWC73ZDrQeRnats8YGkvcZtitwbbP+O7KyzHuFoC7os+d0050HH5Pjdt3FUC1kr4YtCNF4fGqQR4oZtFzb7nD6EjfW7xN+EqJpOw8oCrRwbA24jJP5yytV6hgpZN1NFK4aKfE9Arv1Qveuz5h2AmTQemEXwZioVF3jj3j+ScDwSaii+A123VJ2osw2Z1gVtCJvBzIpj1+0KikpRDYWMJkoCh79qeKRrmRCTF2VNbjA9DKw4A8EkIGN89u2GwHdW2p+5zKDrTe0vWW2Fn0XpNt1S93MrKyCLpq4H6x4zyXBb1vMhjH4omZ40zAqkgzZDjrKexAiNKdWVwpipvRI/Nk7JrM7tgc0K9yHscFobVYrw4CWYA82PcKt1LC0+ZZOgZgNzhWbclmVzK0ltQZjJGH0B1DiZFFEjPwk4idyMNMq0S7c1QXmupxIhlhxZBEq4i9IduI21d08lmtjmz7nO2mRF3kuFrYXv25os+loptnMulTEjaY8oo0KGKuRL64jHQnBl8Ke0efdJzNa5yVv/NJc91Nue0r3t2ecP1kQfmBzOnyauxYXlpu2oq6zMUNqvD4iUN3ipiNxiODhp0l22qSSQy5Riko3EBrM0kFebneLwovqiiqlDLAvw/8M4gY4U8rpX4ypfQLh/dK6V9/7vf/F8Bv/3bH/eQmg4444ogjPoEISX2or2+DHwXeSCm9mVLqgb+EyIj/SvijwF/8dgf9VEfoSQs/GDXqSGwy3rk+JSbF/XJHTJrNkNMM2aEgVfc5q7okeM2uc4dCz3ZWkKnANOsoqp62cNidIqufPeGjgW4uXZChGotKXrZ8ajHw8v0Vn5kJR3zVizbF9X7CipK+kZSI3cu5JnO3RR63zHpUwDsoJTIen9FzckzruHTQiWFrIKqx8w/iJDCbtBR2oO5zhlZUJkGiUDOTCBggjhLBRkd0HgjVaF82ju31fsL1fsLl9Qx1mWN7hZ8F3L2G5bQhJMVmV9JvHGYrBUGVRi66HemLjUTGKkrkDqCUcJ+1SaQskpSW3U+rGVqLHR3bh0kglgqVB5RKDC4j3NnFZRGCbKeL20S+ujOiMPTzjMupbONDVPRdBr3GNgq3kWJltNK1e9c1HPOEioqrbsJmKHjveon9ID9E/s16zlc2Ba4csDYwLzsWhdjooZLMjzFCHmbC52fQuLXGtJA/sYSVwUYlKaTnwiiz15hGuihNM+7KRt583TlWdcn+tsRsLTpBzKSg2VuhXiqPWAJ2cg5oyHOJ0DMbaILM4XwjphD9RhNyS1IWt5ZdjUT2msEb+mBohozYWMqNdJ96rwgTQzcWzPPRl1T64IWmmbTsPHTZo0qPzy1+byBLOBfogxELw5GznuUeoyNNnWOvLPlKxsNtheNras3lesrXzDl9sMJzrwJhAnY6YJ2n2+a4laa8kDTVHks3Fe/X6aRlvcjo++wbzGZ+vfgOO0XPlVI/89z/f2JUiwWRB3/03M/eA/6Jb3UQpdRngc8B//W3e8NP9YJ+xBFHHPHdRvzwLJerlNKPvIC3/DHgP/sw+laf6gU9OjHM1b0U19xKE9oJX78ueHPiyQpPnnmKbKB0A0MwrHYl/WWJaTTrMudnx6hj7zPul1txPC96mmkg1BJhmShRXb+A/iTARBop0qBAKygi88WelycbTtyeJmTEJInQMDazAKMSIAQtVDNfifkDNkEY9cW3Ct2B0qMO9ywdaI8gOfRD01J8zkjCRZQVl/TbpmKzKdE3jmwjkVQoFdErBm/wnSF2EvUom8YO0mcdigB15+g6C7cOtx4pfnNYTht+2/n7RBRfsQ94f3eG3SncWs6xXyhCedfAAxjp4k35s0Rm31tCZ9C1wTZjl1+m8L3B54botXTaBgWZQmWRVHlCNmpqDxp7Y5k+gvk7PWY/mmbHgn5hqMuCm9aiRuuxlI1Wfmrs2jVjsW4ZSS7K+PaGN6/O6JsM+27B7O1nZh/dQtFscoaFo5t50onCWS9dq2VgmNmD3V0oI6rypKAJbSZjs0Py18VoiTeTaBnGjtI7g3LGpjAlVMjtpiTVlvzSYhvJLffLJJRUjZg97wyqFrNmoxEtmrHLOLOBpJN08hbPbAyLK9mpuE1Ch0RzOhb8g6b1GT5olEn4KknkbYGoaHdSyR0GUX1MuwxbizFINNAXkBWeedmyczmNKkhBMbSW286SNhnZ2qC8FOfbkUCg8kS3HGnCRonlXZbwg+G6FrpsihpVelzhmU1aQtS0twVuDdXlaKZeKfYPLIUdOC9rntrAVTGlqZ+Tzvx1QsS5Xkim+juRDP8x4F/7MAf9VC/oykbsw4Zhn8FVRnGpKC8VwVm6E0t/5kknHZO8Jzee3lv6bU7xxJCvwJeGZpgA8Etec72YUNgBTcJUA8NMvCbDKMs7nHnMokephK8depQWSEWgzDyFGeij5aqd8nQnrYDbbUloDQyKOBYog0uEWUTPelwunX99k5E6h20gX41yvnbk75aRFIQZo8cOSxhNBszd94q0t9ShIgURNspvFGYvDz7dw9Ab+qhRa4tbj6mQQhYhiohyAedkccwzTwgan6UDm0c6MeX9NElcnXpNVkNxm0ZOuCI6LfVEk4hFItkk5h0jQmdhZ7A7jR1TWr5E0hfjA0V1wo9PG4OfRJh6bOVJEeLKUVzD9LEnu2lAP7vB9ABupfFdRigTatGTLzp6m+g7d2j391VCnXbkhWcYDKG1dE8q8mvD7J3E7NGA7uScs9qhoqEdlJhLqJKLpHCZcJ6HeUL5Z1IPvjNSHHSJUKpDEdZPoL8/MD+vmYwFxptdRWerbzSPSPL5k8/IVob8llHaF3n4m2eyzjooTANundBBegB2p8JUMkYcsboTgLGT0krPhG0Stk2EXCRzk4bQG1b7kpTAVAPhpYCPSnonBg1bWRjTSlyFTCPpHNPKuQ0LhTWRiesldaPk4ZuCAq9wN0aE8nro54rGaNRZh110tGeyFDX7kd9feaqqx5ooDxgdMQ6yLKBJNINBteYgmoaVa5C8JiTN3LU4I12vq6L8tSwv3xIJxfBiWv9/GviCUupzyEL+Y8C/9M2/pJT6QeAE+G8+zEE/1Qv6EUccccR3EynxQhqLUkpeKfXHgL+K0Bb/7Cgj/m8DP5NSujNY+jHEb/lDibp/6hf0Ih8kYr7NyHZQXkeGiWy/eg3OeSauozCe62DQG0t1AeWV/N5dhar1FU9qh6kGjImkqEhFYFggBa9SjBqsDTS7HL2yuI0ahb4U1gSsDgzRcNuVbLcSFYRNhur0IYILRSJMA+5U7MGMFipc8OZAj8xXkeiUdJLahMoCKRnhij8nFytytZIysbVCrwxEI0YLI4f9zlQjlBIlpyg6M24t7zVMoFciK2zzwNlMPPlemWzwSfO17JxNnJOtDdorVruKr+XnaJVY1eWBuqgCZPXYCZlJW2wsouwgdHxG07Nizea9Iu3MoZsyadAuMC079irRaIetpYjsJ5pGGcy0l/HaZePuRDEsS4aZREz7B0KVUx7cWuEHxTDTLKqGUHbctAt0L1M+TCPLRcNZVXPbVNy0M9zKMPkAJh943E3L3XYk5gbbiA6KaRRg6eoJbS5Ca2akmtpGCthES5gH4iTQZYl+KbowaT7w6ku3/K77b/PQrQD4av2Qv6G+j6GeYZtnNFXdSzpP9zyjhDpIVrRm6Ax2a4TuuIJ8I+eS7cyzneNSkU962vuaMDFieBIVdiuCJ8NEegn6xUif3WTsGouyYvN2clozz1u2fc715QyzGVM5W3WQFLZ7mWsyB54xO+5E6hilolVQB1OZbJ9AKYa5Jt5PfPbs5mAA0gbLbpDUzp12kTOOvYkM3pAS7NqctnaYVnYdw1Q6tpMB1Rgu1jNC1ISo2TQ5ff8ilzn1whqLUkp/Bfgr3/Tav/VN//9T38kxP/UL+hFHHHHEdwuJFxOhf1T4VC/oyWv2+5wUpUvQbRNuF+lnlv4kMb+/4+F8M3bbZWxrkR61+4QeIqbXuM2d+IrC1xnD1NLnURRxVRKNizxQlIM0atQOc+EonwpVrF9AHxRWRUoz4KPBPt/J4IXWdUc1DEUaZV6lWDsEQz8Y0uhO7wt1MFgIBVAGssLT9eYgw+ursUlnIrZbZq+xKzHysI1E7NGKeXI/h+48Yh80zKcNuyZnWIkOzfPFVqIiRkU5dlh+/+SC+27DvXzL3/DfTxumKK8Y6ozHZoHWkb61JJsYppITtV3CbUX9Uvdi9xcd+InCj3nfat5wNqmpFzkXZoEenNgDuoTNA8uiobCe96sCMFLs68VQwp8YbBkgSwwzqF8y1A8Ngwg50i+EgmcbMHvJRQ+NIaJwJkARCcWoyFd57k12PCzFGu9GT9EdZLuEbSR3nuxdXlsdLPWSlt2QuZHdXRztDN1W/lYMKxRhAcWypXCDFKK9wZiIMx49auQAnLqawg3UY51Cj9RV7e9MSiBUo5riPGCnAyRFqO1BRtftxvlQyE4rOZl/VdHjTGAFdHlGCpoUFb3T+Jl8tpjJ7kl3GndtML2MYXduGMqeybQnorgeKbowNtONSo/prklq/EpJWuNTUqPerewq0DIfQvHMkjHbwH7t2J86vm92BcDU9myGgvVQsvcZvTKA7Mxab0WJtM1IdSad3Fpks++aN7ONpksT3s9LoVS2+qD186JwNLg44ogjjvgeQEIdDS4+KigvOWqAopbcXLSK9gzcazt+5KV3yVTk/f2CJ5s5w3XBpJaoolsahkodzIClJX+MLHMzqvkl4slANe3IM89qXWE+KJi+C8UqHZQeVVB0weKjIdeeRd5yXUlicdtYUeMbnkVgIQh9cNMW7BtHv82hl9Z20YwW5kH7kufBvQ2ZCTweDDE3opY3lZDDLHqMifSpADS2SbiN0PD6uWaooDtPZC/tee3slmnW8wFzLssSP9EHHe2kQO81Iea8m50A8HK14b7bsMwaoXHaJPnyXtO3Mm3iYCRCn0f0oLGNJl9F3C5Jk5GT8e0HhZ9KVFO5gd968gEAP6Ve50lzRnYrx0lRxjEmhbLxoHdim4RbK/a3jv1goNUEB/uHo+1bdUdPlHM0ncg1kERjfNfkGB1JvT78ns09lR3IjRfVvvTMrs5XhugKopEbd5gZhqnIPYQqojai4Gf3z7R4TCtzaBh15VXlefVkxf1yx6oveff2hHpd8Nb2Po9XC87nIgHog2F9PaWowQzjOY9sITVSPgcztvSftbx8JvoAj8Ip6Uq0f6KF9kTTzRXtPTBz2WVN847ceIao8V7j21HjvQqw7JlMOlzm2e4L+icVdi8SBgB6MGzchLeTaNHQmoMl351RzF3tQ0xNRJkURFFT64h2gajHJrKo8EnRJCNmLo3sRLIby5P5gmUuXVyvVGvq4Hi6n4oOT0IYZHbAuEhKirZxMKpn3tE9iaPuzw5Mp0GNCqIdvKCUt8wdYHhBWi4fBT65Z/ZhoJCUhpfiUcygm2v2L0d+9KUP+G2zR7zdnvOknrF9PKN835CvZaHpltIteJcdsaLRJVs3NWqmBEAlKjd2V24cs/dh/sijfGJ/38rvR8WuzXnczFk6cWK/o6U1kww/KJQ3Uuga9S/6zgpd7iYnv5LioK8SfhLxE0gzz2dfu+J333uLmBR/V7/Ou/4M3xl0KbmXqhQKZZ9n+NLST2U1kQeWojuFeNpzNq85zRt8Gs0xRhOM6O5kWIXHrK8NXS35i78TPseT+zN81NyuJpi9aLfEXBEH6VCl0wfnIF+K+ztJi5hYPvKJR62au+16M4jWzondc1bWPJ3OCWM361BnPElzUpIu08P1CJJGya8McW0OW/5QJvwsHlIMahD+elLPJGXv+MxDsOhGxLxwkKJmNzhimnFZT2Evx/W5Yn/fEjN1cNEJGYfFPBaRMIxFOFFCPujuDEoW/WGemM0bXq7kgdiGTMwtrh35jQLleDIRWmvKEnktjjzpTpto7HxWo3lHzEQf5XTW8KXlE+ajLu27q4dkW33wyu2X4GfhYGC1bgpyG0QCd3wxeeGYu9zz8mLNeVHzpJjx9X1GuM6lsNok4o0iZhn7/QwU32CMMUyFkil0TH0Q4kpaHlC9t1gTycuBEEV+V+uIrwx+Zqgbi9lZbC1j6GvLk1rGQ6vEbnA8Wc8PTkPNpGc5baiyHqsj2kSCkqBBx7FLfOQ3RCOtIUnd3b+80E5RUEc99COOOOKI7wUkvqNO0e86PtULerKJVETYmWfbzhMwD/Z8tromU4En7ZzryxnVI8Ps3US2izTnRoqZ9weRtwX8VlIeoYritdjJ//UoK9oMGabWFLcJuwv0S0t7ougX0jizbxyPzJIbV6FUItzJxdqILwLBK5IWA4q7xpAwUs+Ka4km2nNFW0X0sufh+Ybfc/8N/sDs5xgwRDRNn3F9Oz10nu6bMScRFX6SaO8phplEUr4Cvwi4apDmir5g2xXSQVob2YoC2iDb1QayGux+PHaY8Es7ERYxNxnZWgpPfswfpqBEJyaMlDwrhh3hzhOygliMkbNXh67W9dWUv6tf595kx67P0Vkk5Em8P7eWuM6Edjj6oAYn9MQ7iWEVnxUMhR4pkTlI2ijbqYPxg7+zh0PSQ6ZX6ACpV/R7ywerBUol9qsSd2PG4iy0p4ph8axpy4y2cUQJ/UKRaM+l4Jy07HbuVP18CfF0YFZ09NFy0c24bitRsRyjRts+2xFGMyoCplFbZkxn3GmzRCuRehgkTZdrzyv5LZ+dLnh3fsYwzYWaWo6pn72GpgBgc5UTq4CdeKzzmDzgvYZBMfQWHzUz22Inkc15weXuFLs3qCTn5NaSvrhrSBomY0plImqX0Ss843VQMq/DYGiHMUJ3npTAmkimI856NIkhSgNTvS4klZOlg4fu3mf0QXavNEas5ICNTvhCi+VgAkYtpGikQxYgag7duNGKMFFSsgt6kThG6EccccQR3wNISR0j9I8K2opSYKoNoYQmh+5Uco1NcHylfpk3bs/Rt9IqXj2Vdu5+Vgi9baSAAQSdkRSYyYDNAv0+I3mNvTNu7jIxSIgJPzXUDwz7V8TsVulE6AybUFJnOdaGQ85SqYRxEV9EcZ8zCT0dmEw6ut7icydR2p1GdxmZzlo+M1vx2fyK+2ZPQPFafs2yfJnr1ZS0G1uwOw3CCJOC6slYHFRCgSSPBK+53oq8Qd9lxJUjH1Ukk3hviH7ISD+7MzF2G0jGkozQ9CSCTDAbKKY9Q28JwaFHXZnoEr0TmYBUBrJpz7TsGbyhWReYKzln975jtT7l5mSKmwxonQilJ6XRLmyjRJEyjDllC2H6zBDC7gH/LFLX/bObK9uJOiAJ0uTu0orBdxr0wdhCisCGxkpFWN9muJXsUIKDYQ79SwPYUXd7leFWorMzoImTwPDKgM09znlilEJxaC3KJoppR+8NX7s9Z986wpjDDg9a6mmG2RpsPe7gGuDOSq6Q4qJ6ThtfK2AAu9NsbiveWNwj154+WrSJJMuBsmc6sLfqYLmmoqJfaOrXNPnLPZNZzyoo4trha8tVPeHlasN5vuOLp5fUnaPp5pBGVchx5wajRvs41EnLsVVUJJcIuRTilUnEoOgGi1IDRqcDhVGphFERZwJZCqgx2m9zUUK1o+6OVonCDlRlz7Yz0BlSUHT7THYXiEQBKhHyhJ/c0Y6F3umnCT+XnZlxgcz5w7FfBKQo+kJa/z8SfLoX9LHsnvRzhZpFT0qKn7t9ibp3XF7NyRo1dkxqVEyHBczaSLzrbgvCFQ9kxFxL8ajXBJWxViW+teQefA4hMzQPINzryac9Xe1gb4lJ0gyxGg4SpncLu2zXgSwxmXS8ulzRess7g2E/FOhBMZwGqpM9p5Xsx99q76GRv3+/OxEGiNfYrUxsdys3XiigWybCIkIuK2EaxvPvchpy2RJHxHlpZAeokVERM1kwg3vODGCkESclbB9fQTj13Lu34eXZhk2f8ySf02xzGSudUDaS5YEiH5gWHVPX0QXL+12G9rIi59fgVopmcPT3IZ/2ZKWn9xoVjOjC3CT0IJz87kSJkNk0jnood92aozuPEd69zIOxazXefSlS0MK6aLR0NbayTU86oTPpCL6TKTadiFElDbrwZLkUn7vGQNJjmkTRTuH++YYvnT3lQb7hsp/y9c05l5spMSkyG9g2Bc2qwKwt0SXyl2q+/4F43b6zPuH2iRQBeZIdtHmigzD2GESnnnXQehFki9eOr1X38EnTeUuKo3FJPrpnjQ85t5VjuG3ENpphZggPNdO8oy4c3Vp0iLbbkovZlPN8x0vFhpvTil/c5XR9IZ91LPrezZHDfdfIw5EohWlmHjvOu+cRoqSJYtR0xrI3GTHq8TVZ6LVOojlz57eaFIXxnEz2xKTYb3NSa0mNxQ/innTHgY8uMUykZ+MuZeUXAbvsmE9b5nnLJOsPnZ2/wIvAJ9tT9CM7M6XUn1VKXSilfv65106VUn9NKfW18d+T8XWllPo/K6XeUEr9rFLqhz+q8zriiCOO+LVCiqLqQ319HPgoI/Q/B/x7wF947rV/E/j/pJT+tFLq3xz//8eBfxb4wvj1TwD/Ab+C2PvziEnU1bCJUAZM6bEusNkV3FxPYW/RrRR12jOIxmI6S3cCcSL84370yXTXhvwGotX4iT1EJyE3hIkZ/SGFdx6dyJi6apAIr7ZktwYUDICaJMoxQvdBEwaN3RhMoxiigjNYugabR+qTnKskxcblcs+9yY6YFO9sTnhzdUqefT+58YSo2XU5enR9v4MKo9qcBvJAVnqCl/fUrcY0z4qEMU8HalwQ6rrovOQS8kTHoRv1LmqPLkrRKxO39ofTLa9UK07zDGcCV8WEts8Oxa8iE+MCrRKNz/DhG7enOoDqpfjqe/mZMVFkfJEIurgJ2DowzAzRWekETYqUB8I0EjRycRSSdhhvnq60hNKITZmTLl+s8M+znT7o1/gKmHpevrciJcX7wynxiUOHUYWwEcnXOKZcknmmOGk6xKvSRF4tbnnJrQ5b8BDFJESMNSx2ZcmvpVBtX438psUTzrIt8HlW10IPvdPduZPNDaWkC4IGpaPIxq4t+bXGrRSdrXhLjdK4UY9zIcm11TI/73YqSY+F/Q66JqMuHX4w6F7mxZA53quWTLOeM1fjtBTRu3kmEsh3qRSvUIM6aLVkWzHlSBqSE8ORPBeKYgz6sHOOUdP3Vl4zkQ6LbzPYGVRUxDJgKo8dqZUA266gNVLI1kr469LtqcTasAooGyWtGBUxRdLYLxCqiF12vHq24pXpmtIMdMFy0U6/3VLyHeGT3Cn6kZ1ZSulvAjff9PIfAf78+P2fB/75517/C0nwd4GlUuqlj+rcjjjiiCN+LbjrFP2NGKF/KzxIKT0ev38CPBi//1Z2TK8Aj/kmKKV+HPhxAHO2hE5DHshnPWXeiynzNsfeWmyjxigburNEd4pQwSaB4nzsgFwJxSu/hsXbAZWgW2jRh9B3RTI9dsJJ84yfQFwO5M6z3+eYncZtnhXUymLgtJQ8+LotoTUUF2KB1jWa7bzkaj5hmolGRTnpqVzPw6noijzaLFldTsWRfczL69nAdNoyXzRsR9rj3uVkGyMaMPNAMe1xNtCSEe6KsqM9WjKjebMGrzTJjp+vEj2YZCUKulNzFAqd/EwNCDWyM1zux8hyjMJmriPTkT4YsZZTCR8kxyvqeGKswUgdC07y/tqL7VzfZFgXgCRUM6UwbSRbt2jv8KUmZHJu/cIQziOz5Z5p0aFVwuhIpiWi64JlvS9p2gytRNM9JcX+pnym2R4S7anGTQa+tHxKRHG5npKMw7QRNyTR81lahrGYpkzCTxKmk/GxO8PF7YxfmLzEZT7j0X7Jk9WcfpODicRCEQdN1ovej6/A6MjUSEPQps9hJ1G93XEwr0gGqALVomFa9Djr2XU5t/0cFTXZFkDTmpK+CtIM1alRBz2Rpp64jOymsoUbZga7l91YGjSrTUW4ySmvpPBsGkMdZvxsb1lOZb7GoKEMqHlgPm8oM8+2zanXJepWjnvXsBNKiHPPfNpiTWTfusN9GqOm92JWgpJ6lVIJ31oxSe8VyUrk7jJ/2MnV+/zwN9GLBnu2kbizd5BVA2XR0w+WVjtisuj4rAP2dL7nSydPeK24YecLfnH3kMeb+S9fiX4deBEm0R8VPraiaEopqbtKyHf2dz8B/ARA/tprSe8NMY9kVm7qobPovTjh2D2HAkqoEmkqaZnlrOG1+QqfNDd2XKAi2CYKi6VUhOw5ISL9rBvQTxPhxHN6b8uiaPjAG2GK3LFF8si06DgdW5kbL56W+Qqqi4D2hvbM8Wh6wqTs6AdLZgPnk5q5a3myn7FeVdgLh1uNAlNTTa+AacsrszXMpP37/emC9aoiBU1e9czLFnPXfh00QUHvJA2QiogpvGxTVQaIP2eaeXQWiLmlN+bQ0RmLCHmUVvq9FMH8kPOkN1zkM7SJGCsc/RgVfS9FOnN34/bm0FGaIqhxQR9mitSMTJNWEXYZQymuDmES6RaGbmnRvROpAyWSDqZT2L2ithnD3JCZQKYDVkdOc1mMFllDM3es+pJ2lBC43k9oQjXy7O9sgWSBndhOZAZ0Gv1eI24zEJymW2r21Xh7VJ5YRUJj0BvIttBeFHzZPGRaddSto1vn6NqQtGHojRh07IU1pAIM3nA7VMSkua4nmFYWBZXu0l5S5FM24rJANT7sd+TyoO2f8fBRhlAIb95tRvOSqaaJGfF0gMlYzDWJblBQRmw14DuLuzFMPkgUq4gvNc1a09xOuDwrYOJROmHywGK+53PLG5z2fD2ds/PVoRgNo+DbK3t+y/0Llq7hg/2cpsuIUeG9EfnaQa5fWfW8ulxR2YH3ywUXag6NQVXyMCiz4cDE8qscsxMpaa0TuhHXsDsW1qTqeG2+oo+GD+yCzTCRoA7AJE7KPa8VN9yzW66HGY82S9ZPZ9/pMvMrIiUY4nFBv8NTpdRLKaXHY0rlYnz9O7FjOuKII474WCApl+OCfoefBP5l4E+P//4Xz73+x5RSfwkphq6fS838itAB7E7RZ5aaUmzaaiPC92O6xDbS8aaipgNS4Tkp93x+ekVMmncXIkbVneTs79vxe9HG0P0zPjQjfS/MPNPTPZ9d3DK1Hbsu53Ja4VsjEVYWMfoZ7zWNok9SUIuYThzou31GQgqJ5+Wez02vqczAk/1MaIBR+MWJkZ8+8nvbYKlGidvCerY2EoJI34akscozLTpKN+Dnmra3hKgxOmJ0Yr/PCaOkb0wQg0LloHNPhAONUxnhb9udIb9VqEE4377PSDYjJgg20WVJ/FAbjY7gSylGqiBUQYIi2XTouhyWEV/dGR4ozFYTvILZgF707GMOaNqzUro9R8OKrJYvt1I084IncRSNAmZTSWW8NNswtUKk91FT9znbukCP0XA/lSKin4rgk4+GLlrRjhnvUd0OuI0l2zn0GPnFSknKahSkMp10ZPY7xw7x4hR6nxKjkRtNtoHqMonph9as1wVvbO9hdaQf7FiIhvZs5MYb6WhMg6be54fOyWbv0Ht96ES9i8pjDdlejFqybSCUGrc17B84hsWY3pp6iocNnzm9Ze46fvHyPj7mlDeR6tGOlBncpsA0ln0wtPdALftDdP6Z6oarbspqV5J/kFFejtdwAt1nB/7p17/KP3vyc1z7KX8tfYknG+Gwx6BIfuwmdoH7sy0/cvIur+S3vD0956fdZ7jaTXGZ5/5ESPN3Ebrei2nHXYEXxvsvitBaSjB3LVZF6sGxcwVJj8X1LFIYT0yaSz/jrfqMq5sp7urFLnO/ITtFlVJ/Efi9wLlS6j3gTyIL+V9WSv0rwDvAvzj++l8B/jDwBrAH/icf1XkdccQRR/xacUdb/KTiI1vQU0p/9Ff40e//Fr+b+JCu1t/4h2MjxUqjbpzoX8RRx2QmeVEdFG4lkbrymsY5+nPL3LYs7J7PnJwD8JX7U5Q3JCOUxJglTKswo+RocKLZorTk0USpT6LilEV8JYUcgua2rg6nuG1FMS466Ociw+rLhLYJZwPzsuUHFhf8yPRt9tHxdXeOyQPDcrS/GwugKOh2Oe/400OzUr93qLXF9ApfZKyCZrnYsygaTosGqyKbIee2qWi9pR8MoTW4tSZbQ7KKLlrRmbFJouZRc4VeYfea4koszu7UGVUU2qFp1aGRxHQcOk+7E9HeSEoaUEw3Gi8sRtOIxSDUydZgV6K4pwdFX2jKRQuTnnpWsN9bUhZRWYSdpXwiZhcqgNlY/FYMHkwL+4mM91fO55j5IGp8XhM7g9pZ7F4zTMXww09geLnns9Md5SjSMi07Nosp3YkhG7tw9fCsazb0GtWPxdwwUjrzhCkCVdmjVWKrE0OnKS4N1ePE7L2B/PEWQkKFE/YPHW+fnLKsGpGWPRExnWFioNdiUxhEz2ZoDH2WQCVUa3DNqCCZPzfvw10zVMSte1iBrTPydcb+vlyX3euGl17f8C+89A95JbvlP7e/g7/1lhQI9b4nKYWdZuhgSEqRishs3vB9y2t+0/wDcj3w5u6c/qLk7B2YXEhufveSZY/iteKW1+01fTKHNIS6251GaYkzNrLMWz5XXPID7jH37IaI5pey+/SjGUwb7KELVPdiep3G3Vl0iejlOttas76d8H654F5ZH+6LZBPJRWaTlsJ4LvoZV/2Ur9+eEbeObPhOF5ZfDceUyxFHHHHE9wxelKfoR4FP9YJ+l2O1reTJbS1Uqn4J8UTcAvrgsLUwXuxeosZmyBiSIVOBeSaRkpoPdIM0pJhlT1X0eG8YutGgYoyi9Naw76Z8bVtgXCB0BtWO0blO4BVN7Q6NEkMn1MN+hrAnTkWNb1L2uMwzdR1nWU2hB9ahog0WYwPqtGU66SisZ9Pk7FclamOJt5K/BrCdEmPiAUKu6KyjKQbOqpoTt6cce8o3XUEImq7LUDtLtuUQdYOij+aglXJnGKB7MZIurhFbv+moe50nCArDaIrcj3WKXSJko+FHBO5a1u+aZsYmndm8pXQDq7pk2Bv0SnLIQ6fJbODeZMe+aui9YZp3wozYLlixIF2K0bFp5XpWT6C4jQyV3GD12tKdWUIRISiyTh3a6v004aeiZPnS2YbPTW84yWoq03NvsuNmuaQ9MeS32TNDhHG3ogaF7vXBsDlmEKvAYtrw0myDVZEnKnKxzjEtTB57iq8+xb/zCGUM1exL5DczdptCzMSNUFUBUgVdlxFWOXoru6Kkn6kFKi+NYck+i9DvTCVErkGTrMbUPW4V0UMC5GLuH2hema7571Rf4/PW8P7iTf7GyRfpFhnFsiJlmvolx+4VRfuyZ3Fvx+vLWz47ueHE1lwNMx7v5riVId9ETDvSOAPQan5h9xK5Hvhq/ZBfvL7HfpeLZksWSUroZSkq9j5jFSr2yeFUYG4anAnctBXNkLFvHcNWzrlopfkrjmYwsZDxNi1kO4iXjkfuhO08Z986Ui+mL3Y68NJ8wyxr+aBZ8ub6lNXNBLwokb4oCMvlqOXy0cAk/KknraULkyS+kv7ewOn5lhAV687Q7+2hOzKZRDdYHrcLfDKs+uJwuJgnqDzLRc3DyRZnAnufcVlPubmaorcGt5YbLOSGUIDORplOm0j5qKWiZCEHZNuvxoeMS4SzgcXZDmcCQzSs25Kv7h5wPUx4VJ/w9Ytz+r2jmjd8bnnDWV7z9c0Zb20LTCMpoIPxgksMz1Fs3/6f/6++i4P/PYbf83GfwEeDP/OVPwDAOg4MyaBdoFs49i8X9HPN+vsU4fv3/ODDS+4XO6wO7Lzjy8MrPNovubyakfciTd2cyaLbPACyxM9fPuTnLx+yvpmirzOMF2elOJW+guQ1fdA8KWZ8uXoZQ0KryJN+zpN6xuPLBbEWWq9tn6XvlLRLHAxmYg6xE06/aRX92nEzSErNbMTX1pjINOsZouG93YLryxlqLemzMHmR4lxHC7ojjjjiiO8ZHFMuHxV0wswGvE40xorBwCKwON+xKBpu9hVJJ4ZJEn/LsbDZdZavb874wM75YL0AIDb20FTjTOB+ueXM7VkNJbteFAXtXmF3z1QKJQUxNuGUnnzaU7iBGDV1Pe6PB0nHDGced9ry+ukty7zluqm43E1puoy6c4T4gP2qRN9mKJuIU01leyZGOiIJCt3L7uBuCxnvd5yc1szz9mMZ/iM++fg7t9/HjZ9wnm35mfXrxMHgC2jODe05DK+3/FOvv8UPz99lGwq+snvIV1f3ua1L9usScylR7vZ1GB5Kmmh2uifXke2mhKcFkyeKfCMp0O7E0C+0mEpEKbZvs5K3q1PysQ3569tzHl8t4KLA1epgEgKSQr1Tz4xu7IC1gWTEwlG6mhMEjW5EhjhZRb/PuGwm3KiSq/UUtc6wtRZf4Cy8sPH8DctyOeKII474XsSR5fIRQSnIi57MefxMoxTM84Hcei62M+qbCrsS7YiYCxWRqBg2OY/TApsFup1E0mYnEYDXlvWsYDMtyVTksp1ysZqRXVuyjdTL/AS604RfemzlcTZgbWCS95RuYNeNehRwKJi6k5bf8cojfuv8PbqY8WVeHouVjq639PsMvc4wnWJwCZd5YlJiYbafQGsOlmR3OcHT05ofvv8e31dd/EpDdMRvcPzMm5/hq8tzzic1m7Yg9VoMrSfyVU46XilXnNodN37C43rOBxdLuHVi6lGPNODXWn7PF94A4DdNP+DLu5f5W5vvw60V5XXCbRMxE9qrHhShUEQjphMhaPpgue6m7Lzj3ZsT0lVOvpIC+jBLz2itNtG3Wu5Zl1CTAVd44kwRR4PrMgvEpOijIoy71tQbnq5nKMRs3Azq0BCoXmBAnZLCHxf0jwgK5mXHLBf+aT8WGW+2Ff1lSX4lehehGDnUQfisqTWEkItTTv+M/2pr0N5QZxO+qu8xyRdcrSfw9oTJe8Km6efQniX0K3teO91Q2oFVU7JtCrZNQTtkdL2FWobWNBo/iZzO9vzO5Zv8luIRb/f3eCc7ZZ63OCOTs84CjY0MQTOZt7yyWNOGjPc2C1bXU3Q3bh/zBKVsXWNSPG1mdOHTfRmP+Ohg3i9YN5bm1EnqTotZyZ2RSdc63tmfYoi83ZxxsZ2SaoutR0OQTu6fLPd8cfIUgB+p3iSg+AfTV2nKkqFSzzpZu0S2E3aRryT4MVnEjffnRT2lvSkpbuX4vgRfJbKRl++cp20cfpehwmhQEhXOeUwhxc/CikTzLu/ZFqU4RenE0I73QVKEIqKcktTPC3QsgmPK5YgjjjjiewLHHPpHCEViUTR8cXbJMtvztJvzs21Jt8nJbwy2Fg6rL8V/ULrQxB8zOgWTJDRDIBYa9hI1xGvLNszY6kR2bZm9A9XTQMwU/UwTXWJWdTyodmgSN01Fu8uh07TZyNUdxouuhM54VtbcsyKP+9TPuWhm1L3DmshJ0fDKbI27H1hkDaeupgkZ/+3Nq1w+WWKvrHQKziJ63pONRZ7ttuTnLqeSjoEPYQlyxG80lJfQRktncrJpj8oifhpRSVKBfpfxlesH3HQV67ak64SHLylKhdpLf8futuDnty8D8Kq7oVCelxdrfulBRTM4ohWfWu0TuudgiYdJWOcPO9F96zBbc1CJjA6hJo6c/66zhLWjuBilf52hX2bUc49yEaUT+9wzm7SclA2LsmXTFjRdRvCaFLXoElkt5jOILtGLxIta0JVSfwj4dwED/IcppT/9LX7nXwT+FPIs+UcppX/pVzvmp3pBP+KII474buJF8dCVUgb494F/BvF/+Gml1E+mlH7hud/5AvAngH8ypXSrlLr/7Y77qV7QU1L4qJnYjlNbc9lPqTuHrqWA2C9hWAbMsscA4ToXrZJRI91Vw8EqbmNLenLsRmN6ULcG5aG4geI6YptIn0kkrL1iVxc8yWc440XYvxXLtwiQB+JkLPIYjXKBiOKd/oy3unv8nevP80tP7uP3GSqLdCeWL5xc8dsW7/Kl4gMy5fnb2y9ysZ7hPhBH+v4EQuVZLvZ0g1y2/rJk+pZh8mSMQP7V7+boH/FpwOzdOGqvZwxeQRGJVWBA6ka60ayup+ybsVU4KfRkIGaRwWe4rXQMl+9afmr6OiDmJq8UK07zPdWyodlZbDveN6PZRDJSwL+rH0oR0xCCFm37RvLt0SlMowkbeX/VaqaPNIs3A8XNgC8Nu5cz2vNMOmWTRPXX5yXNgx2n0z1lNhCCFvtHFUSPPxiGxhJ7Ay+4s/MF8dB/FHgjpfQmwKg0+0f4Ri/r/xnw76eUbgFSSt+W/fDpXtCDGBg8nizoouWd+pTdpkB5hZ8l0nnH6w+veWW65qKZ8ka4j9/nKC9+htOy4+FE0iDzouWxXdDnBWanZbIPsm30lcKXlm6h6BeIANjWcWmmTKsOrROq8sRck1UDVdnR9sLf7TY5JMX76wV/R30ffTS8fX2Kvy6wW0PSiZu95ZeS4mGx5vPukl4Z3mtPaNcF07W01g/PafQPg0xQd2uYvx2Zf3X93R76Iz4lmH/lhnw9R3tH7S3dWUBVgVREkjfYWhO7jL60pDJgK8901qJUYp1m+JuM4joxeQyhKAH46ewz3NwXQbSU1IE3nowUOUMh83WYSroxBs22KzA6ErzB+LF4uk/4QvorwkhOMHtNfguTd/eYJzdkiwnJLFFRfH2zOhEt1A8Nu37G+6c52iRSlOJrVXY4E6g7Rx8dqjGHAvCLQEoizfwhca6U+pnn/v8To0EPfGuXtm9Omn4RQCn1t5G0zJ9KKf2Xv9obfqoX9COOOOKI7za+g5TLVUrpR34db2WBLyAy5K8Cf1Mp9VtSSqtf7Q8+1Ri8YdWX7L3j/fWCtMvQCcJi4HMvXfH77n+Nl90tXy0esu0KngxLsb/KIiFq+nE7Nsl6TmZ7rqMiKEeqDShFa6FbKGIGwyKSijiaGYhei5k03J9tGSZ7tEosXIvVkXfWYpzRrgp0bVj7KV8dLIUbJKopIrHT2J1CD5ZVmvP/059n4wty7XljfQ6dfqZBYwGv2dYFQy3Rf9mA7SKq6T+m0T/ik4705iPy+BrV9IR+ZhgWiqgTZBHtDcUVYi9YKrpTjX+QKJaee9WOlBT1zZLiVpHVifxajll/UPG1eI8sCzTbHNMJFzxaoSp2p4m49KhM3GF8b7jZVVgTCL0mC3fyxEkICnlCLUdjkolmXzuK24qyMAzTjPqhZZiK9Z9tAqaLJJ0RnabfFZLi0TAsAt29iCvHztA4yj3HF8dKeYFaLh/Gpe094KdSSgPwllLqq8gC/9O/0kE/uQz5I4444ohPIFJSH+rr2+CngS8opT6nlHLAjyHObc/j/4lE5yilzpEUzJu/2kE/1RG6MolXlyteKtesh5JusGJTpUHngdOioRj1U6em47XZimawbDcl0Ws2m5K2k2i3yAdSEmPakCViHok5YEShUeUBVw4onehqR+o1WidKN/D67Ia5bcl0xKrAVT/lzXgKgK4NbqXxg6LPM6Zlx8vLNfuJ47qc4p8UouB4YbmOJ/ydJqfMB5EGtYnuLIlkazE2hfSGNNrEhQL29wxqOP1Yxv+ITz50VRHLDF8o0R0qI8W0p+/EiLu4FsPoYSJ1o9plrGcFJ+WeedmyXnq6RYbyCiu9P7hrTU9JU0TwYiUYreTQhynEpadYtGgdaeqc2Br6QeNdIHktBicWYqYIDkIVeeme1IGWRcPbi1Men09xtxW+EB0kZRLZ04xkLfkqEu0o39xJwx9Ac8/QZAVay+4bLeboyb5g2uILKIqmlLxS6o8BfxXJj//ZlNKXlVL/NvAzKaWfHH/2B5RSvwAE4H+dUrr+1Y77qV7QjzjiiCO+m0jpxfHQU0p/BbHffP61f+u57xPwb4xfHwqf6gW9yAZ+19lb3M82/Hz9CiD5MhUhDJpHmyV9+H4K49Eq0UfDNO/ZZzmhscTa0tqRjVJm6CwSvSZFUHeRuYtoHVEmEYIm9YrUGVSviJlkrOa25ZV8RaYC++h4PyzpRpbLnYJj0qCzyDxveVht8dHgo+bm1qEHQ7YR2YFumNAtPEpHlAuE07FEbxLaSmOFKkcLunuKtbHs72ffzWE/4lOE9rd/jv2DTEws7kfcScvZrOZWlwy6xAxgmkBS4HaGcKFozIS3oiLLAkqLaUzIxfYOJJeN1vRz0VsJVQQldoMA9Jr+zg+gsehGi1H4qKsSykS3UIRc4UtILrIsGgB+ePmI37R4wlfOHvCknlFYz6vTNVpFvnz+kFW5pPxAYwYh14hRdkD7hIqWYWZpC4fNAyb34BRV1f2ycfm1Q0n0/wnFp3pB1ypR6Z4hGZ62c7ptjtsJjSquM572JzzlBFTCVJ6y6oV21BlUr1Fe3Ny/AaN7OwFUUiQ0JC1pjiDCQ3ktD40+KNanBU1wBBQhWW79hM1QHJ7iMY8MWhPnnnklUri7IWc3OOrWoQeFHj05VYRoNb01pApxQBrPT5uINhFjI2pcv0MWGcpAf++TO8GO+Hhx8TucUAjnkTTzmOd0TWKW6CcKyBgqRcjFFUg/0rTthHoRYBAHpeCAsfauo6Q6tJfuZVzEOwNr0U7SV4awK0gGrHhdEBXSuakTvkp054phEJqjMolmkEk9JMP9bEM3tWiV8ElTmIFTV9OfWf5R42h9hVuJa5XpE7YRN6VsZjCtYkiKwg3gIERN6V6oqeiHyY9/bPhUL+hHHHHEEd9NHLVcPkI0Q8b/68mXCEnz7vvnFG868lspFoKGtcY2I8VwllGfOBgLOZhEmgTyqWzHynwgRkW9zwmNdIOSFMknieKjQnuF3SnylUQnoNluS9ZnJfuQMyTDZTdl0+eibAcw9UTATUTWt+5zruoJbZ/R1Q7NKORvxXJLD0IjC4MW1/egRv9IhdKQUrrr4yAlMC6Ae3EC/kd8b6H+nIdsnDGdZn9b0jUZcTDYII1y7ZlimMmcLq4hv5X53w4WXyah7M4gjpkLFUaTl6Bk9+sCAUi1dIGaFlBS8Iw5+AKZrN0oKR3FpCXpRCwjWTkcJGlvhgldtLy5O+NrF/fotzm/VHhOljXOjN3XWs7BttKgpMJoA2nkXionHS/NN3TecrGdcrOpXtyAJvkon1R8qhf0I4444ojvNo4WdB8RUmN49x++gvKK+WOYPQqoKG3BIZcoItuCGRjd3w1+KoUcJp7Tsx0vTTeA5OMv91PquoBBNC5UGu3eJgFX9SLUbwuynSbbgltDt8u4aivO8gm1z3mvXnDbVIco2rgIKqFVoh0yfND0vQx7PulJ5cC+KAhPLdl2bIToFVrJ+6tBieO7gpQFfG9EnwIk4lFA9mL1no/4HoNXqE6TbTTKQ8wyjALTSg67P4uks57YGkyXkW0TtlHoHqiEVhitEoVSRiPnu93k3hAysUgEmb+2HaP4EvqMA23Q7LWonUYIRcIvInY6MJ10zJyE/12wXHcTvnZxD746ZfEEks3Y3C8ZlgGCIt8psj3YJmF6SEYxFJp+pvCLwOeWa35w/pR396e88+QM837xLYfl14J0LIp+dDAtLH5JUhLVZaC47AilRUUjC12SyrzuE8bIVjDkCspIMel5MN2yzKW6ftVO2DQ5fm+xo4wuiONKMWv50oOnOO352eJl+u2CfNRYMWvDk81cip19zs2uYujsQd9CoBiSFQ2WpEgJptOWHzi75OVyxRv37/Fl9wo8cugeTC+fSQXpwAs6iQxvUsTWYFdy2ezoxxiKT/Ae8IiPFeUjS8zGhXYvaZU7zjhIZ2eYBs5OaurW0V9lFNdjBDqK2CUFGJGiBjmWTrJom1bhzbP7Tfjl0rGYzMiQmUpQQyeSuLqXtGJ0hjgRswo7Cq74pLluK7p1zvwKph9IkGZrQ3tmiJnc9yQITtFPwZcWXyjaMzCLns9Ob3mtuOGDZknaZMzeebFj+klOuXwsjxql1L+ulPqyUurnlVJ/USlVjB1TP6WUekMp9Z+O3VNHHHHEEZ8ovKBO0Y8E3/UIXSn1CvC/BL6UUmqUUn8ZaXv9w8CfSSn9JaXU/wX4V4D/4Fc7lvYJ0yf6uaI5NSRd4AtFP5MowdZgWvE7VBF8qVAzwCYyG2i95dGwBOBiPaPd5Oi9kch41IEgKKyJvFre8jBfsxtyfm4xJeQG04BbK+qLCW82ThTj2jFaGY0zjJPIIyVQSHSuTWSS93xx+pTfWj2iNANfm94jGXmGpVF+NOmEshCLiMoiyWvM2lI+lsnitqPHaPHJzekd8fHi7MuBbqkPekQhFwpiMhI0BwfKRpwJ+MyzK5LcJ3GM4hMjtVaNRABByOUei3niLqUcXWKYya7R9KPq4iLgzhq0TjSmwHQZbkDunVtFrxy3eoIet7QTl7NpC9GAmUJzZjC9vIdtIQTRNepOxs8Qn+nIDMtIng+HY/XRYPaa4ubFpSRT+mTTFj+uZJAFSqWUBSrgMfBPA//Z+PM/D/zzH8+pHXHEEUf8yohJfaivjwPf9Qg9pfS+Uur/CLwLNMB/Bfx9YJVSuosB3kP0gn8ZlFI/Dvw4QF4uaU8V9avyRM62YyGzuDOshXwdcduAioZ+bkbjWcW+cTxqT/D7saNzZ1FJtB98HonOYPdyUXpvqEMOwNy1MPEME4MeJI+eXVlCo9F3zURlOETmRdlj9F2Urui9IXhN3TneqO/TpYyvrB/QrXPKXqKPMImEaUBp0W8xY7QfVjnFpWL6WD5vvg5EA7765BZpjvh4MfvyFdnrJ/jS0Z1CvxSDCwDV60OevO4cvRd9fl/JPPZVItmE6kZvgJEdGwrws0iaelQW5b6JiqTALxR+Z7A7ORYTz8OTDSd5w6NiyU1coKLF3Qo90rSari252I91oemAMREzGWg+H2keGkwjNS09CGXRTxJ+GVCVl7x9Z1AjQaDdO766vseQNFfNBN0roTW+QHySc+gfR8rlBHHm+BywAv7vwB/6sH8/CsT/BMD07LXUL4EHLdYFur0T5kdQ2I2RSrwoeBIzdTAu0Y0mNgV2p6m2z47d3k9kpy2n0z2ruqS5KcUMI2hu+4q1q3Dak097+qUTHm4aJ1qriVkSBk0RyZw8mwo3kOmIsx6jIrsu53Zbsbmd8Pc2n+Wn9WeIo4ei6aCfQ5gE3KwnyzzToqfKelZtyeo6J6vBbeTOstsBlMI2xwX9iG+NdHGFPZ8SjaM7jZQv77g33xGT4no7odnmEBS7TUGKCoUUSmOWCPMAeSRogwrmUOj380B23jKfNmgS+94RgqbIB5wJ3JYVPpSYRpO8zM2la2gnltWkImYSPGW7RLYDu1f0u1GC48TSnw7MT2vuPdxhdeTJdsbqyRx3ZSV1Oo2405ZF1TBEw2ZTEjtHtpZu1bf3D7i8P6XvLdqP0tMvajxRxCPL5Rvw3wPeSildAiil/nPgnwSWSik7RunfShv4iCOOOOJjxyc4QP9YFvR3gd+plKqQlMvvB34G+P8C/0PgLwH/MvBffLsD3aWp0uhjqLNAVAm8JmaaUCj254ZkDN1SCimxSOhOka8UxSXkG0mHdHNNdw5ns5rffv4el7MZP68e0mwLlErEpCj0wD0nEc6jswJShh6kGBSKJOYXLqJ0pG9H38/WYrLIfNpwfyIRx6Yp8FuLu9GYRmhYwnkfKYgKfG/IMs9ZVfNateL9bMGqnIkL+ly2GtF+coszR3wyoJZz/GT046wC9+Y7vm9+hVGJr+sz3u3OCLcOvEUhVNmQjztNF1EmkirwNkEu98pk2fDqckVlB67birpzGBM5KfecFg19MGxChVsDZDyZzzEqsukKQmux4645aUXWJGwbRYMJidZrY0knivvlDqcDt02F8kI7VgF0pRlay1YVDIMhbjPcraG8lGJrt7LsuxkpjxThBd8nx6LoNyKl9FNI8fMfAD83nsNPAH8c+DeUUm8AZ8B/9N0+tyOOOOKIb4v0Ib8+BnwsjUUppT8J/MlvevlNxAn7wx9HSfEz7S39XZRuRXbWR2i9pV8qhlmEk17kcRuLucowDeTbSFaPDQ2F5MMzEzixe2KuKPOBZlsQo0KrxLndgoWvV/d4Mp3ju1Gx0SUoAsqKPV1qLHotUbRtRPz/+qWMyWs9L1Vb1lXJZZqQ30J5lUhK9DR8JV11Zm3R3rKfZ1wXPd8/veK8qCkWLc1De6ApqiAGuOoo5XLEr4Dtb3+Z5twwzKSYV/eOvc9ZZA2VHaSLudeYvRItlCwdKI3srBQ2DVB57p1LV/UPnl7woNjytJ3xTndCs8vRWUTPE1PbkemAHqRLWwWo5yXvJYXvDHovzUH9iRRX40pRXiXcViaxHgy+0myXFW9k5wzRcPt4zuRdQ/U0kbQonrY+py0dKklzk91LTt5tE6AZZpphMZpuVC82ov4kR+if6k7RO5fxpEVn2ZUDy2lDlfVcFlPqTFzK5yc1L803ND7jg+sF0cmi2C00Ph+ZLHNFGn1G99Hhk6EbLLQaT4aPmko/8+6MXhgCySRSJtK2IBX3bGUon8hx81UiOsXGZtQPHItFw1lVc2FOsTUU18KYiUYRioTuFcWlwm2gXxguigVvVOfMs45Z2XL1MKM5Nc8GYWzrPuKIb4XH/5QGJGjQe8P15ZwQNa/NV/ikMSbiVUIlRTSJWESwCdVpadXvhKvuS8/LM1nQf2TxNoUaeNrO2NYFaZsRqkCIGq0i1kThqGdjQTIohlb0K1IZSPOBlAe6xhIeObJaka/l/snX4FaW/irjMiyh1VSPDdMPEuV1IGQKlCFpRb9QxDIS88QwVfSNcNKT5dDhGpwQDV4UEhBfoEfpi8anekE/4ogjjviuIvGsePcJxKd6QU9WKFS68GSl5958xw+dPGViOn7BPOStzhK9xo7Rc+8tYZBOzn4h0b0eRYXi2JE5BMPWF9TeMQwGszPETvO0nvHUzxmi5d31knST4zaa4BIBeWqrBLrVmFYd3F1URNzHg7QD59pTGOHPZvv0/2fvT2MsS9P8Puz3bme9Wyy5VGZVV/csPQv3ERcZtASJFA3CEkjCFAhChkEaBMYyTJqGLIukINMA/YWyAcoEREgYkBLGsOwhTRvg2BqIoCXPBxnwYBaO2ezu6em1tqzMyIyIu571XfzhORGZ3azuqh5mbY37BwKZsZ1749xz3vu8z/NfyNYDKjhMn8nvjcLPrZ4FbKsZ64zfsPdZLMVcppr1t9a8PmjafU4aP7kX2BEfL37nH/g6b2xOuHy8wF5ZVOtYhzkAdSY7zmgg5IlQR8xJT56P9F1GeJpjW43tYBz17XU31xLi2YSMsbXoQROySB8sXXAYHQkLT/PAEsqIOR1wmScmRe48n1ldc7fc8eb+hK93DxgfG0Ihu8ybAaYeFKExQjvW0jZRwciuvBKPGL8M2NOOPPe0h4zGFiStpoHr1I41Ur2/TBx56EccccQRPyg4LugfLtJoGIGukj9Hq0QfLP6QQWO4Gg37JmfsLWmdYUZFKCP+5AWPh6ggi7SD491mQeMdwz6j2CjQiourOf9k+SpdcDx9uqS80Ng9hEoxBEMsxLBfRYWvE615oTevYJxHrI700eKjhqRQMaG7EQcUayfDziSVRcikyi+uAF2wOXGoxUg1629jxJo2Q19l5M+OFfoR741/+8H/m380+x38l/1PMlzNsY0iri2brKIt5Ro3nXi3YBJVOXB/scVHzTt2RU8lCuxe8+5emtFfmj0kJMWj/YI0mNs2xLYteEuv2HU5pvQySF3uuVvv6YJl1xfUWc9r9TVn7sBVX5NcZKwM7ZnMhUIuoRu+jjD34ALdStOfO+xeo4IoWOPpyJ27G37y7Amn2YEvbe7zG+0D3M5Nbo4yLNWTc+nLw8dnvPVB8AOxoB9xxBFHfGQ4VugfEhJkV5MsGcflzvHLQbMsOx5dLjGXFndQ+MYx1OLj4vbi9xKzhKo8dopv84Mhec3hkPOtdErfW+xTR3EpbJruOuObp2cMwaA2dpIsAwpMDslNEVhVQJUeJlP/YdDQGwnSjZqdz8W4pwp0p47iToUOSZwjO0lB786hO9VoL9V6fgnKG3qTCOX4vId+cFTPFPW7n+Ar7IiPFX8g33GY/SZfPLvPly4r9ChyeL9z9FuHWxuyjcyjojM0TU5TZqzylrurHe/0Fu9zTKt5/HgFwP/Lfx6tEtfXNboVDxUVodnlNLucNBowidPzHb/9/F3uZHu+frjDdVtxeaj5jXSP3HoebZbo1hAKaO7d+MfAuJRA63LecX+5ZeYGrvuSy13NMFisjZzND/y208f81PwNCjVy0c9RRlxV9Sie66TJg+Zl5r9MvjWfVHyqF3QVoHwM2S6hAzRrwyau2J30hNaS+ecnXmw2JwvQKQ8xAc6J54o2kaGRrMXDpoS9ob5SZPvEWMvvjlETkyKZRDQyeCFN9Kg8wdyT1QOns4Z6SmDZdgXPrubE1rLZlVyUM1Z5x/LOju2PnBBdRrZNRCc89P4sMZ4EVBagsWSXBnuYrEyzSJE/TzBXk81uyD65F9gRHy8Cift2w+9YPuKde0u2aQ6D6CfsXlM8A7ef7HCNYlAF7/SG9aqlygZsFggmYfca/UjsnTfbFckKf115KY6SSaTOTlRHhZ9F4pliYTucCmyHnOurmrR3bNxM7KAHg/GKcZGIU/pBLCLJRpSCEDUpKQrjOSsatEochgxNonIDISn2oWBPwVVfQWtQI3J/T63Lm2Sll4tP7v32qV7QjzjiiCM+cnyCN8Sf6gVdRci3iXwtbZNhbjG9IkaFKT3DXcQNMQ8ok4h7R2ytRMc1iqG1jFPLxZgoSlIP6YbK6KBfKMYFpOXIeXXAR816VjPODWZEBAwWmHvmq4Zl1bLMutu2yLNQkyavCd9pntU196sdnz99xpeCYWvn5JcaPYqXi7878uCVa+5We54c5jyulwx7C7Xn7t0tD+cb9qOUM+3S0b2iGZZHYdER741f6lccYs7Stry+uuYbUdO1GaE3hNGRjGTWRjtl8G4Vocs4dIZuORCDQkXxUbGTubXpNMlOO9MyEauAnY2koIhjhhoVRMUwGi76OVeq5sluDtcZ+VoTMkOoRcAUy0hYRPRkEa1VIjQOtTUMe8u3GseT2ZzMedRUGPsEzw41hyHnqq/JdODRdoEepP0T3QshHgHU8F1Ozm8VxwX9iCOOOOIHAEdh0YeLaGCcGXwB3Sn4pWex6JgVPc4EcuPJdGAzFDxKK9LaoLzCHSAZyzj12ccigEmYLGDLgM8irc4Ylpowi5zd2XG/3NH4jLfqEV9lhN1NJZ/IqoG78x0zN+CjmOsDbK5q8gtDvobea/Z3CoZTy8x1nNQNh3mBbzPxfMkSOgtUbmDmeprccVhmsIQHyw2fnz8lN563mhMAmnlGV/YY9QkuGY74WPGzj/+7zF2HJmF15KRuGPKB3hs2uqZNGUMj8XQxSzKI9wrdakJuQE++Lunbe9FxirKLeSJf9jw8XWN15GIxY7upIGh8MHxre0pKit22FAohN3YZCcqAtgGbTWEuwNA4zM5QPFOYHnyVM6wympUnmw8U+cjoDX3j2ETNVV0xK3vaPiPpRCiF+hszWXe1efnr71FY9CEhaRiWil7DOIf+NGJKj1KJ3HjuVXuWrmVMmsY7mU7HKS90UmS6/WRF6wy+SoSzkaocWFYdhzKjazPyzDPPenzSRBRFNrKtIr4WDm4oI8uq5zRvAdiPGdu2kCe5t1O2qdwQYTA86yr2PuP6UEEjbSIVZHsYBsPj7YKL3ZymzYijppr3LFxPaQa2vmA9FLfn4H6942G1+cjP/RGfDvzSb36ObDawqlsy60lJUbmByoHRibWtxOrZJJSOjJOBVjI3WaEJTCJZMe+Cic1lxeo5zTxniwM/trzgzB14Mlvw5fweF+s5Q+N43C6Ft92KynOcJWIexcxuSvLyo7ltc7LOKCbmljtIvmnbKA7aEusRpRLjaGCdYQZFP2iMjjgbGOaecXToQYgLKqjb5/tS8ZJYLkqpPwr8TcT+7G+nlP76d3z/zwL/e55nQ/zHKaW//b2O+ale0I844ogjPmq8jA2xUsoAfwv4I0jk5i8rpX4+pfSl7/jRv5tS+vMf9Lif6gU9aWmzxHwKmLCJtMnYbjO2VcXlqmZRdnTecr2u4TrDDM/TzG0L9vLmYKLqPGhHVzvqfKDIRnwQ6tS2l6ALqyOF8+xPBrqUi2fL3FO6kcjzcFhrZMiT8kioDOOUsI7XvLteEoJmvM5xa4MepkFOKXyrw7ZAbRzZtTg6Hs4yvpjg3dmcfZ+z20uFrlQiLLXknB5xxHsgfyNjXFmenlnKuseaiNYJN5kN5cXIaIQmqFRiZCIFTLtZJkvdG1dTmKrzKhFmgWw2MMt6nIqMydAGR+ctY+PQa1FtJi3EgWSSHEMjFXs08hiJ23ZMfq0oL6C8DJg2YjuNLyy6V8SgGEaL3zuKaz3dN/KkFmVHCJpu0LA1mEGhJh1HdC/xhL48r/PfD3wtpfQNAKXUzyHRnN+5oH9fONIjjjjiiCM+MCZf3g/yAedKqV954eOnXzjQQ+CtFz5/e/rad+JPKqX+iVLq7yulXnu/Z/fprtANDCcRXISoMAdNfi1m9yE3dIucw+QxnjVghqm6yGVYQg+2k7dbFRKhEHWmHwy7Lmf0huHgICrWgyFExXl94KQUkcNVFgijocg8IWou2wqjI4Xx3J9L+vToDc0ww62lh6j2hv5QSwxeI0q2kMNwHijuNNRlz3pboQ455RN5fm6nadsFb1cztFeo4Tmt8nHn2Lb5x/USHPEJR74GlKYvLb2N9MichjSFwejnQ74UFLGzmINBD4pYaPFHVxDqeBusErMEMxHRzesOHzVf2txj2xVcbWvCVU52bbB7pohGUYD6CpQG1apvcyQlym4ZINtAsY7oXvrrNwNNFSGOhs4b3DNH8Uy+PiwVSonQqM0drS3QXmFamUklI0EaLxUfvEJ/llL6vf8cj/T/AP4vKaVeKfU/AX4W+EPf6xc+1Qs6NqFPexlMthYVDLaRUImkwe0UKilsK5LgYa7ozsHPZJE37ZRUhNh2tndgPPWU5UiMiqFxsLeSsxgVQ2HRKrFwPdl0NR76jBAVm6ZgnUrqsueHllfcKWRBz3Tgy4PF+xJ70GRrCQ3Q/ZQjWsG4iNT39/zOe4+o7cA/5iHXWQnIpD9fi9I1lDLdubnIYwY+OJr9y576HPGDAtNPmbWdJuSW5BVmN7Uw8kSoAthESsJuMQdDtpaiKDrFuDCEKkrbpJBrXtWe+aJlUXZYFdn3OVebGfFZTnatyScCgPKgJ7Vm0oASozrTT9L8iTN+I9cHsL2sluPMEDPFWCmGxZS1GxU0hvwa8k3CF+q2nx2TYvQG1WlsI7Yc0cr9NaxepvYfeDmHewd4seJ+lefDTwBSSpcvfPq3gf/d+x302HI54ogjjviguOGhf7CWy/fCLwM/qpT6nFIqA/408PMv/oBS6pUXPv1jwJff76Cf6grdusDd0x2dtzRZxhAU3WCJRrZzKoDdC/0p5IphDt29gJqNhINDeXM7MBnnMD4cuHd3Q+UGrpqK1mtMJ74XKBgqx6Yr8VHTecehz+hHCc0IvSF5RQiauFScuQMAbeHIsjOayaxLbD1B+6n9k0GsA6uqZelk36mRAa8vFdorMetPE60xfz7kiQ6IYJrj+/IR3wVJqmF70IzaYgJka4VpIJSKMRhCnoQH/oIHiumlDaI9jIMmFOCNXMM2k+v1Xim2uNdtiT9Ysp3sPqMV1fNNNW766blEpiGrXMehSsQsokdF0nINq6DwhSJk0irxFQzLRDwZUS7C3kzGW0w/k7Am0o4Z7SHDbaXVo5KEYAzngfxu81JP6ctguaSUvFLqzwP/EKEt/mcppS8qpf4a8CsppZ8H/udKqT8GeOAK+LPvd9xP9YJ+xBFHHPGR4yUJi1JKvwD8wnd87a++8P+/AvyV7+eY77ugK6X+AvB/Sildfz8H/ihQmpHPLS/ZDgWbvODSRFpX4ufSI7QN3DijDQtF+yBy9vo159WBR5slWzNj7KQySAvP6fmOk7Kh91YCohuD3UsfO/SaIeVcdAZ0Io0a5TVMCjfVabRXjBou24p1UQGwHwt8mMRLWcJPWzE9ThVGmVBGXOS+srnLYch5+nSB7RQxF+fdZJ//rK8jlFMTTyXoDPoYEn3Ed4Ev5DKxB1BRTzs6IQgAJKNQXlTKMY+EOjIkPVlNSy/aDOBzbhU6fm4wKlLZAa0SuQ2oLOLnET+DNAtk8x6Solvn2LVYV4diCqEuhO54d95Q2JGn+xmHUpTVfiY/G7NEdImUR/RsZLlo8cFw2DmShXGm6E+B04HTqqHzjtBZ8oPsKkIBw2mkfmXP58+fAvCbH8P5/6jxQVaCewjp/e8ppf6oUup9m0NHHHHEET+oUOmDfXwceN8KPaX0Hyil/tfAfw/4HwP/sVLq7wF/J6X09Q/7CX4vGBUpzMhgLV3wOBtoTSS6CEkTvQRGoCTWKi1HXp1vuFfssCrylkp0gzSkrQnEpHi0WXLY56TLnPJCU1yB6RIxU7idxteZeER4mdxLYG0U/4tBERvDxW7Gb5i7AKzb8pb6GF2aihyFtpOEOpPe5XZTsr6sUVt3y4SJDvxCjp+KiK5HFvOOYvJwbwfHbl0Sw8tUThzxg4T+bJrZDDKDuSnhbkRCN98LhWLIQc8HQqnpdAZKkW2lStcDt57l4yCVem0nO4oqp106mixgXeDOYs/DeksXLN/Iz9jZGkYFRaScd7x6sua3r97lx8t36ZLjVzaf5YvuPgC7lXAMjUoQNEolZnXPvdmO/ZCzzypCbkRUeCfymftX/OTJY95pVjx2S2F+lTITi6uRu/Md94rtyzuhiZcm/f8w8IF66CmlpJR6DDxGGvQnwN9XSv2jlNK/92E+we+FIVoetwsOY8amLdiuK/R1ht09pzMlA7frXWv45vUp11UJwLzomRcysRmDYX0oGa4K3DNL8QzKS7HmVRHGmZbBzXRcHcQYLFoZvmASaNCjotmWvBnljhl7C42V9HIlN5UZhLZ4w49NQRH3DrsxZNcK28lz7mdCo7TzgVndcVo13C0P+Olu/NbmBKK6VdkdccR3YngwYq4t2bWEuyTEWCtO0gU9ytDyRsFZ1gPWBLY60cccksLdBLlM7FhlEoX1nNgGpwNtyNhVksRldLxVoVodqfOBfm4J3mAzz+ms4XOzK36q/hY/nF3wrfEOVgdKJ7zFfOmZZT0+ai4PNf1oyUxg5gaGYG4zd5MBZp4fXjzj986+xd3sjIt7Mx71Z5i9IeYRW3jGaHi3Xb7ck/oJNud635aLUuovKqV+FeFA/n+A35FS+p8C/wLwJ38rD6qUWk3Kp99QSn1ZKfXfUUqdKqX+kVLqq9O/J7+VYx9xxBFHfJj4VLdcgFPgf5BSeuPFL6aUolLq3/gtPu7fBP6rlNK/OXEwK+DfB/7rlNJfV0r9ZeAvA3/pex2k85a31ytCVHRtBluH24gZf3RShfgKtEPyR59aDvsV22IBM8/y9HCr6IxJsW0KGESY4PaQ7SJ6EAXpMNP0K6Fj3VDBVJLHSRqSSigvrok0hp5pf4qSIaqWGDt7UGQb+f2B6YVXiAukFyfIaKTqD1VEF56qHDgpWx7UW5au5bKfATCMFlqDbY4V+hHvjYevXvJuvmSgwB5uRHSQbmi0vboNV9HzgfuLLYus5x0beAq0WcY45fCOcxnG55P7Z649TntyLS6OXecIvWW/K3hcLsicfN3agNaJmBTXh5Kv2zNq+1neHM75p7sH/NqjV+n3smXI6oF8JS3F0RvG3tI5S+MdQ7CozuD2SJXcGHw0rMyBuui5PJ/xy0lxua1h1MSgeXy14KmdvdyT+mmu0FNK/5vvXMxf+N77Et2/E0qpJfAvA39nOsaQUlojxjQ/O/3YzwJ/4vs99hFHHHHEh470AT8+BnwcPPTPAU+B/1wp9buAXwX+InAvpfTu9DOPEXbNP4PJ4OanAczpit26QpkoNMLJWS1Z8HUi1AF0QvUac9C4g8JdKJIxdHc0w7xnNTkVzp38+62g6VIJSpOswXSacaZo78Jw16MqTwoa9gZzk3j+YorJTRiAk2qmKAfiTDMOlrB1sLXoQfroKk59dRvBJHFkrKcqagqFxmsOhxylEqUbsSoyRGlmhsmpLh1Zi0d8F/xL977OL9vP8I10h+EqQ/cK9BTsnIlPS9IJNx/40XvP+F2rd3AqUNkBZwJXdcXQO2JQuFwq52XVMUTDm90pYzS8fVjy5HpOvCjI13IxDmVBuwyYxUBd9WAih0NBf13wtcuKb9XnoBLpSUH9pqaYaJTt/Yw3XrcU1UB3yIidZQ88s559l+N2muIqYYZEf2r4wrNX+Gz1Wc7djtx47lR7Om/ZbkriNiMNivBdzs1vBR9nO+WD4ONY0C3wU8BfSCn9klLqbyLtlVtMQ9j3PG0ppZ8BfgagePW1pNeWaJ//qJ9HYhGxs5FZKQOeYbS0u5x0neGUqD5jFTibH/hcLS4/527HebbnbrnnjZMT3r2zpHtaYBpNzBPxZGC+aincSO8te1sQdIbuNGqUIazyiqTlRjlZiVL08ydPKczI43bBN7IzxsOMfBpQiYeFwnuNzgPu7sCs7MlMYNflHK5L9MahvGM7d/ig4RSskjcLZwOUkTAeV/Qj3hs/Ujzhal7zbFmzbi16MFMAhFg7l4tO7oP5FT8+e8yJPXDta0ozclo0ZMYzBMsYDH4a9Pfe8JWnd/DhPn4whNZiry3VM0V+DdonKYIGy5AHqtVI6QaG0RLbnGytUd5hW5g9Ssy/ebitaNc/XnGV57R3lLBcek3AcW0qwmDIW3BNxB4C1ZOMqzeW/IL+SU7LhtY7rg+V2E+vHflaS/v1Za9yn2CWy8exErwNvJ1S+qXp87+PLPBPbrwLpn8vPobndsQRRxzxPfFpH4q+VKSUHiul3lJK/VhK6SvAH0ZM3b8E/Bngr0///oP3O5YK4NZ62jbehERE1BSnlRIylDGRrB4ZUPSFgSJw996Gf/HOG/xI8QSAkDQ4OLUHfrS+4OvzO/zG4i5X2xqiIs8l2m4IhhA1SiNURcSc/6biDrlCucj9Woatv3PxNqfmwNezu+yGnLeriuAMmU9kGzHxGRrHcKqxdc9PnD3hPNvzG9t7fOW6xG1E8Tr2lrbK6RaW00I8X6psZJuFW5P/I474Trw9nHII2e3nZlJQ61HuhezM89pszWerS5wKfKO7y1d3d3i0W9B7i1IJoxMhKtpejjNsc8y1xe0UxQg3eaM3RIKbdmK/lN3wnWrPZ+srZm7gC4cM1jnZFoqrRP2oxz7bkzJpI9quRAWNycSmMSDHD6MhjZJxOlbSXiWC2xiePVpy6eakUaMbQ7bRZFt5Pip+rPa5Hzk+Li+XvwD8FxPD5RuIYEkDf08p9eeAN4A/9TE9tyOOOOKI98axh/7PIqX068B7Gb//4e/vQM+N8UHEBn7QhFHhG4O3cvZfHBqqMrA62/NTd97ih4oLrrxQmr58uM9VX7NwHafZQcQO2YhzgaGzDI2jj5kMQSdnuqSTDF3jVKGHm36dwk4BuIXyOBXkQweSi6AMtk1ku0C6UAxzzeG+YZdXPDupqc3AYcygM7dKPpI8bmVHCiMiDK0SKSj0sYd+xHfBf/XOT9KOlkOT3w7hiRPtdlD0g6PxGe/2S/5p/4DffHaHw+MZZic73xuVstIJBrnO7MaQP1PkWzlWKCaacCb5AklDcIpkwbjIKmv5ifoR9/MNuyHnW+099GCxraI/cSSzwldSoe/va/ydkVfP19ST66lkDmiGBOPccriv6AbDOJ+8kKKSe6U1uI308bNtwnaJZBRJv+Se93FB/5AwSe+TlsVUe1ngTa9IRl5EFbl9AWImZvdhpYlJ82Z/xq9eicf8V9+8j15bYhExywHrAkPriK1F9bLF0wmiTaQqoLOAzgNh8j5WUYmZfwIi7EfZnr47LNmYkifDgpA0yiZCDkkrTB/RY8R0hqQtw8LxtfquDLC2Fbq9uanAVwmbB7RKdJP09TBk0NpbfvERR3wnnnz1nOQS5AHyyHgaCKUszLGMKJXY9AXXfcm7V0viGxWLdxTuIMZe48IwzA2xjN9m8X0jsVdRjLvCZAIW7cRrL4Vppk2kC44+Ou65DT++esLF3RldNwc0vjLo0TCKlx3tg8TifM+PLp/yIN/QrxxP+xnPupp3dkvWUbHPnTxWEdGlx5hE9IoYhcGGYgrPUIRMvfSWi3rJeRkvE8fS7ogjjjjiBwSf6go9WuhfHcEKD91sLNlGouUAEWl6MSAywxR35TW7RcVv1HfRJL75hphoLb7oqB9HQm5ozyrGOTjD8+2VhpAlyBI6DxTlgFIwlp4hc4zGYQ6aNA1KD4Mo395ozgDYjjljMGTVwHBmObSakDv0KDuMsRbqY9g5rmNNHAxawTibTLzKSIqKR/sFYaKPba4rdKNv47uOOOI7UT7WEhJxAno5kM17lEqkpHBW2opjNGzbgvGqoH6qKC8TekwkpfH+uV4i5VKa+gJCofF7LS3PhHDbFYw1oCbTulmAqHhrt+JXzOu8Vl4Tk6bOBw51YOwVMZNYupjLfROrQEqKIVqWtuXV7B1CpURVmj3gW+6U9syhVUKpJLm/o8VrjS80vtJyXCvHld3tSz6px5bLEUccccQPAI5D0Q8PKouc3d9QupFdl7NRc2Lr0MONNe1UXWhxR9QDuB2Ml463M/H+ck+lH109Tcze7kla4fYZ7blmnElUVrJSfSQLVIGyGm5dGkNUHEygAUJyqKBIQbE+iKNj5y2jN8QoFVFVDuzvK/Z5QXv/uSgp2kSYiUWuKzzRRUaTRDQURY46HhyXBwfTEFS3WuYFx8bZEd8FegCjwRw0oTS4Wc9J3WBUZIwGHwzt6Gg7h+5ktxcN+FwzLGFYga9lMMoUEm2c7GSDd7idwjUQ9eQ/VMi8J8wilIEUFBdXc7ZtzjvzJc4EmiGTQSaTa2ISGiWAXRt2acYX1CvUZuAVd81n3BW17glJc5JJnFxMineaFd+4OqPbZ6IUH/Rt8PqwSIQ6Qh0w2cvUinKs0I844ogjfmBwXNA/HFgdmGc9zgQGa8FEcT60UwTVKoBL6FbjrzRuKwNwt1N0eU4qxAUOYJgr+tMMFSWcORQyqZ8soaXidwntAkZH2tHeRsuFqIXpEpR4ZShLF6cKPVboTlKe29XI8vTA6aLhkHu6NsNP4dJKg60HTuYNq1KGAM2YiQXAocDvHWpn0L3C3PifR0RUZT7qM3/EpwW+lN2p2ylQjp2WhrIxka53jIMlBkXsDdZPTLClYqygP0/4RZBw5hu6LhCDgtaQrRXVhYSwj7WiKRS+TIR5QFUeZRKxN9AYmm3Gm22Gyz39IUMfDKYVRoz2EzUXUEkxbi1bv+DX3UNOswOZCjjleZBdc89tmJuOXSi4HmraQ4Z5mmHa6Z5QEhwdTj3zswNn9YEbF5FvvITzqfhks1w+1Qs6CHVPKfGXAGldRKeEMrUaKOuBcTR0eUkyhmwzDUk7RagT/o5MFLfG0S8NZpA2yzgTjis6oUYxwUIlUlQ0bYbvLak3kzEXmL2EU+hB0tTjXk6t6cHuIVlFEzKa0lMuDuTO03Vu4s9qkk3EXJM7z3lxINOB9VAyeMM+IgZjjRYVnngkyYWljuZcR3x3+FqovLoHt1fEzLKjBBTspzxaK7m2ych172sYZ4l4MmJLD0kRvRJTOoBO464M5VMoL2V1a880w0kinHnU1OKIvUHtLKYR+q2PGX1hUXt5M3DbibQwSioYTK3RUTHODJebmi9UD4hJce72zEzHfbvmjtnxiBN80sSDo1yL+jWZiS5ZgalG7i+23C937H3+8k7osYd+xBFHHPEDhOOC/uEgJSWWmpOBvis948yC1kSbMFocCY2ODJXDl1q2ZgqSSxSLnrO5uCLuzzM2d2o4WHnBTJI2yiCCodvHDBrvNWprsa1ULCpOPhYbbilcTDtAPYDtpHqwB8XQOnZZTggaf3BkV4ZsK5mOXeZoTxxdcAzRct2XrPcVcZPhdhM9Mb1wbC87gCNt8YjvhqQT0SjIIGSQsoTSidhr3EHLTrUAv0iEuScWU8xiEbHViLGRGDQpatLNfeAlRMb0iaSgX2raexAe9NSzXoIuthlmZ7AHdZtHGgtFVBrdK+wBsp04M2oPZpjaOU5NqtOESorHhzlDNJwXB14rr8lKUV4/9ksu2wrVy31x0wZR8XkFbXVEq3TrEvnyTurLPdzLxKd6QT/iiCOO+KhxbLl8SIhJEaImU546GzA6ctlZ0uCk8rjMWfdGIuB6cWoLpVQq8WTkc+eX/PhC3BYPPufr9RlP9zMZFnWWdHBTRJcSUZFNEqbhJ4dHIz4x2sNN2RwzEVf4hZQMuhLxhAoibKLXNPucFBWqlZ69HqfvJYUPmu2Q04wZT9cz/LOC7MrcCqNC8bwauRFNZftP8BV2xMeK4qm6JQmMy4A77SiLgf2uIDoJW4kOKD15NZKSInipaFNS+MGSEigN2klvPGSa6MCXik5pulNFf89z53RHZgOPO4duxFflRniU7OQjM/Xqb+Y+NxV1dHL/DHNFfwLxdKTMR9re8Xa34jKv2c4K9iFnYTveaVdc7GaooIgvpD2iJJfA94Z1V5LpcGvD8dLwCb7dPtULekIuPm9foHkkhWn01P5QhCLDl9JiARinreX5+Y7X6yvuZlsANrriUGVYHbluK65Txbh3qCg875gnVOXJylEeU0EAtA343kJ0qBGSg3EZ4UTG9gHwS4uajI0YFWnjICm0V7INXsrzMqueWT7QB8vlrsZfFuSXBnuYUpjKRJg/31NGayYe+9HL5Yj3xulXPN2p4fBAgQHnPIXzdFlgcEkUlSahbaTIR5RKdIMUNKGbBBgmYXKPtVJJxEzjZ4b+RDGOimEFqvaU2UhuPFnmaW0CJYWMhL/IvymLxBkMK4uKYDv5mRum1rCE/jxQLjryzNO0GUOT0R0yusGy7kucDmz7gmZXoHRinE9/bFToG8p5L+pXZwKDf4nLXDqyXI444ogjfnBwrNA/HKSoCI2jDYoQJLdTry35lZjnaw8+V4yziVs7l5zRfNlTZwObseRL/gEATcjopnfywo0YExlclEGOARYj9bzH2UCvLFon8sxT5wObpqDfGVAaNUqSepiUcFk1ErNAGAyxN5i9xTRTe8YlQpkYs4g+GXjlbMNJ3vK0mTEcMtxaaJYqwJgJjdIsB4yVMmQoHYfS0bXHCv2I98bsK1eY11cM8wxz0DS7gnG0jK1Fj2L7nHpF6C1DYXE2kKIienNrl4uJGBNveejKJGIR6U9FmRmqiMsCRkVO8xZO4FveMIzVbaCGbWHsNHEBqvKMZxCdwbZKaLg3G9h5gpknz4Sb6wcDrSElQxM14yihG2NnobFCh1wFVOlBIX9XJwcbR8O+z+nHl7vMfZJ76EcG8xFHHHHE94P0AT/eB0qpP6qU+opS6mtKqb/8PX7uTyqlklLqvTIkvg2f6godrzDXVhwSc/GiKJ5J/zzbJVRIk0eEnpSeiliL0m3dlGzagmF6945JkTtPlQkHUClxVYwuYYuRxayjdCP7PrtNQc8zT+kGWmfpk3hIZ7uE7RWHIGKG/o7G1iMmCySvUUGohkI/VPgiwtxzttrz2mxNpgNPm5mINw5gm+lPrSZfmsiturWc9YRqJH2CQ2uP+JgRovSwI5hWETeOsTUQpDJWAWyriHtDZzJ84ae4N6H36tJTzXpy528r3YGpF55HlAtkhWdW9czcwN18x/1ig1aJr7SvENYZ2WbKKjiA7ww48YUJSRFzNc2pnrst5uWI0VE8kLzQHNWgiKNi7DVJiY+R7STsOiwC9+9uOC0anjYzLtczwqAJQbNvc4bGvbzz+QEX6/eDUsoAfwv4I0jO8i8rpX4+pfSl7/i5OfAXgV/6Z4/yz+JTvaBrD/mVYpiLks0eFG4HrkmTKZcYX7lWOK0yzLCMSbHtLKBIfgrC0AlfiJEWyHZNmURW9ZzULfO8o/WOQ5MTrsRcqLGRUGsyE0g6YVuo3x0prjQqyKndOUvMA67wzyf80wAoukTKI3k9cLfe87DcEJKisCPJJKIRi2Al8YqYRuNtRjfIAXQWsFnAmE/wlOaIjxXtD5+xf2DpT6Rll3QimYTKIyL81JhhYnL1Bh+VFB5eQRVYrhpeX16jVeLt7VKOqUSdbUrPctGwLFoK65m5ntx4ZqbjNG/EFGuysFYhYRslJmFaWiXEiSmWR5iseV05UpUDhfX4IMZ0ptG4HSSjCIUmaTCtaD9CDk1lyY3nh2aXrPIWHzWbbUUYDP7gsOuXt8wpXlrL5fcDX0spfQNAKfVzwB9HspVfxP8W+A+B/9UHOeix5XLEEUcc8X1ApQ/2AZwrpX7lhY+ffuEwD4G3Xvj87elrzx9HqZ8CXksp/Zcf9Ll9qit05cE0wPyGE/6cJhUyCLlQDvUoaeS2E6pgg2E8S1AElHv+dhu9oh1y0iB0QGxiBIbCME42o75z2MMU4RUUy6zjTnng2cmcsSrQQ8QePPlKquhDL7Sv3HmCMwQX8eXUAqrELrcuBmZuoNQDMSkxHJsP9OeG6LTw3KdKx24NaVKoRmcZnPjNHHHEe+HyJx3DCvqzIFayeaCuOxZlRz9aLq9nDJvseUZuVLeRi4nEqmj5THXNmDQXjeTvxqCh1wRtCFFRWE9hPF1wvNMusWrORTsj9IZ8BBUTKt20XRQqGuGhK9mlxiLiSml11lXPouhwOtCOjhQksCZfA2kyzLMyZM12k2/TzPB0P2M9K4kThTeMGvYWtzUUly/5pH7w2+1ZSul9+97vBaWUBv4G8Ge/n987VuhHHHHEEd8PXs5Q9B3gtRc+f3X62g3mwG8HflEp9S3gXwR+/v0Go5/uCj2Kys0vA2Y1MNqMcWswg4TDjjNAg9tCeZlw+0g0mmGuGM8hnw1kEwWw6x3DLsNeWbKtQvci5hkWlqtTx/4kn3rViVCIQnQx7/ixxQV33Zanr9Q8vvuA/sSRX4/f/oKqRIiKMGi0VxLXlUcoPTYLxKRYDwVvdyvMtFc7mTfsbGQ4t2JB2ooz3s0gC8CM4mNx9HI54rth/9lILCOmHslyz6LqeH1xzev1FU1w/NPsFd51S4LXWBcI3hBGjerFXbEZM9ZjiU9aQskBWoNbG9LGsOkXdIOjLgZ80LczqKF3qJ0V0ZCWODgVJ+dHPw0zM6nQlY3kudAUZ/lAaZ8TE258i0hy3av4gsuoEfWpHuCwLfhaeY5WiX2bk3qDnQSG+folntCX57b4y8CPKqU+hyzkfxr4t24fJqUNcH7zuVLqF4F/N6X0K9/roMcK/Ygjjjji+8FLqNBTSh7488A/BL4M/L2U0heVUn9NKfXHfqtP7VNdoScF4wKyOy0PT9a8my3pm5lMw8sp4EJBnhupZn28fYdPOlFkI3ZiiBz2OfbaUr2rKK4TthWmjC8U7bnl8JmacK8jq0eGyex/VbWcuR3ndsfDesObZ/dozw06PH81TQfjOqfRGXZtcFupTpJVxKTwg2E7lrS941lTU1ipVMpsZFF0xKTY9zmbpmQ4ZNBruInrOmjcXr3cCuSIHyi4VxqUTmiVsCaSWU9hRnI1MipNaUfqqiczgbPqQOctb6pTwmUOnebZ9YzeG1JS7LYS2qIbQ7YGdwB/aek2M67mEYLC9JIdkIz4nEc7UW4neb8egSieR+SQbEK7iDXPY+Ja7259mnQWGFbCSNMjtz4wMRcvGbHEADrDxfUcrZOIkUB8XdLkIfMS8bKk/ymlXwB+4Tu+9le/y8/+Kx/kmJ/uBd2An0fuzQ/88OKSlBTfXBWQLKGK6NUACcahYNyob8vfVF7T9s9Ne+Iuo9hPF42Wj2wfKZ4Fsr1w3ZuVIS8GUqEIo2bdlPza+nXuFDuedTUpi/RLg2sMKsqinl8rVDKQZOtnm8Q4U4RcE/Npe+sVvXEMpSOrRopspMpGjIqk6Wq0JkA1QMXtBRtCjh4V+eZIWzzivfHwdE3nHc3giFHTDBlvH5Zc9RWNd1w1FSkp7sz3/Lblu4zJcBhyLjYZZmtIXcH2WU7SL5jC9UI+cIeE24sZ1tgY1MQ1Bym0fCVhGclOXi7xebswaSEyoIHErR5k9x2rb1EP9DrR1WL4ZVolRnUaYgkhTyQrvPTYF4Q8Qh7QpcfrRO/d7WO+LByVou8BpZRRSv1jpdT/c/r8c0qpX5pUU39XKfWSLdKOOOKII/458UHbLR/Tov9xVuh/EekdLabP/0PgP0op/ZxS6j8F/hzwn3yvA9zmfE5vmUZH1GSheQOlIZpEKBS+ULfOb2anGXRx+3O6E0vQ5hUZtJpOU7+rmb8l5vvuAOwtrclJrUXvDbvLnF9eVxS10A1JinEBXavI9nJc2wL6+fDm5nnf7hSCQo3q9vXXKpGSYtsWXI41fjBEb1A64kpPmQ8MRl621grdTI+f4JLhiI8VhfWMcRpUekPXO7b7ghg0cZA8W1N5upkl154cL/dRr8mvJMhCoaR1UssxQw5+BsM47WinVUR7CXO5sYqWCj0SKiQsZpToRz0yVeaiAA2No50sezuTUCpJxm7myZ3HzQONjfhUYA/iPqqi2FSjFHRgpl2Dn2n6u1CeNdh5ZGcrOvUSlaLwiTbn+lgqdKXUq8C/Dvzt6XMF/CHg708/8rPAn/g4ntsRRxxxxHfDjVL0AwqLPnJ8XBX6/wH49xCuJcAZsJ4mv/AeqqkbTGqrnwawJyegoPOWzVCy7krU3kjCedLEucIWHl8FfKUxDbgWXAM8U/jWEqbGTjKJ4SSQ32v4zIn0Hd/5xh2is+TXQp+ye00ccvK1It8IHatf5fQnjliLommcJ0z3fJuQDPTL59UNSRHLSFx4dBaI3hCtQueBxaqhykYOfcZhU6IvHfYgnhrjIuJ1Ijp9K54gCgUy5EcvlyPeG29cneCDkZ3eaKDXqE78UbJBrptxbngrO+GfZj2FGbneV7idpriCfBPRY8KXmvaO/HxzD/rTyDhTqKAIZSS5hNlrVBB3RRWn4JZCsgTIAilCOhjMQYRLsruchEaTQ2LSEmuHhlAYfGEwNpKiFgHdRH/Ug1jCpPZGOJhQAfqVwleGdKpYVi1KJTbD/Lucnd8abuZjn0R85Au6UurfAC5SSr+qlPpXvt/fTyn9DPAzAPlnXkvohA+a9VCwOxS4jXBPoxWl59niwD7z7IY5tjG4Rl580ynCAfzUdRnnirBI3Fvu+JfufB2AXwiGy8M5Ppdpuh7BNoryGWTbJNmHRgacySSYhutJc/tG4WfQvuY5e7BhWbSM0eCD/GDnLYcmJ2aauu64P98Rk+LZZoa5cJRPFGaUKX7I5Q1o5zV08vt2L0ZFw+LIPj3ivdG+9Xwx00GhhykPdGqNqASm1fSh5gvhFWZ1T986sjAZd3UJ00V0gH4p110yibT0kHu0jcyKgcwErrYVjakonsrg0h6ApBmXkVQksd11GuXSlFKELOoDqDBdw+mFwak1hNIxFDLoJA/09xK+sridvHGYXtqappd80rhXZBtFt88YKktuPSp/iVPRj7E//kHwcVTofxD4Y0qp/z5QID30vwmslFJ2qtK/UzV1xBFHHPGJwCeZ5fKRL+gppb8C/BWAqUL/d1NK/0Ol1P8V+DeBnwP+DPAP3vdgU66nUjAGgx8N2ThxXjVUVc+PLJ+xrQq+cMgJT8vbIaIeE2acMg+RoUoylkerJV+uXmHuOgD8ItBNQyWVwAzqVqkWjbr1WDGdWOO6raK4eq7e9DOw84Gfuvs2n6+ecOVr3mhOefew4NBn4osBOBvQKrHtC4ZtRn0tzy3kMCzEKU+3BvPMke3k2HqQlk57zhFHvCfyZ+IbhMzspV0xeQOhbnadYqF7oGL/ALJypL/jML0BZXCNJlq5FkGGoNoFZnXHshQvo5nteVQs+HrQDL4gv1TYbnosrRm0lSi7VtTSoUjEMkIAPRrMzX3YgRmmKl1PATVLw3AnMb+35/5ii4+ad65XHB5X5FeaMOWb6hvL3wHU1rGuS3LnRXH6MvEJXtA/SXv1vwT8O0qpryE99b/zMT+fI4444oh/Bseh6HdBSukXgV+c/v8NxCP4g2MKochMILeeLPeMiwRKMS4D96qWlWsZokWbKP4ROYxR39IGzUT5yzcJHRSHVPNLzedw9fhcwLMUv3PVa3RvpO8eJW38xq/cNFJRF8+gvghoPxn2O0u7yXinWVLqkcfdgm9sTllvK/zBoQZNcpF9lmNUYtsUmL2ksYcM2rvgX+nRNsKTgvodqJ6JwmOsFIcHiu7OUVh0xHvjRd8TtFyvoRRffj0osmvINgnXwDhTjK8oHqw27MuOp+WS/kQG8zdURDkohMayS+Wtd4suEzM3sFo2XDYW3TvUBumJe5k96UFLX12JUjS5iJqCpG+CXNwBTJ/QQZ4rUVTfACd1wx88/wYn9sAXFw/5/2avsylnqF580/WgcHs5nu4VwyEjlerbaMwvBZ/gCv1TrRRVJlHOeuZ5xyrrGFYb3v6MpmscWT3gdOBxt+BJOyMMhpQlxoWYdkUn76L2MGV/bkX5Vr+rMH3GOM9QuQQBUAbJUwwyHA0ZclE7CMXzAWic+LUqJkwjg5jiWlO8a/ly+QrfqM/oDxnsLLrX2JvWTabos4wNMLRO2jUKQinGY/NVy+AN6aCYvx0on0g7qHlQsntdoc76j/rUH/EpQciRhdwlKUAKuZ5RiXCw2IPBjGA6CaAYouK8aHhQb8ls4OlsRt84MYc73AzjFdm1AxxDWfLmasbj8wVn8wNVNtCdNRyoCIVFBUVyCaIMSYsruV9uGDJ44aXrid+mkgRZ+OneGmshBSSd6EbH9VixNC0r1/DKYovWiZTA6MS+yemflriNKLPTqKBEwmVeFtLLk/5/GPhUL+hHHHHEER8lXmJi0YeCT/WCbnRkWXVYLW+Z96sdlR1Z9yWDN2z7gqumou0zUtSEMtEjL0jMZKCq+8kQv1Dka8lZvMlAHGeKUSui1dLe6TWkqXKuZevq6whVQNnIOBh87QiZpXw28WqNwm0hvJPjXYYbJGk9ZAgf3U50x6gYe0sKWrbIWgZDelC0ncP3ltkWissBeyWGGfpOTsg0ZT18HKf/iE8BQjHFHrpELAOmktZkjIqhsZP9ckKHhPIQO8vTtqZ2A0ol5lXH4DwHk6P2UqEXl1BdCJ3Rl5r23NA8qLl4zfDwzjWvnax5lo+sZxV+MCiVSI0l7qy0J28q8kGjXwikAdlRpGkA68tEqCJYcdi6eLrgvxk+z935jsJ4fNSsipbc+lu1+GWey/0KkBTaRGblS97Bpk/uiv6pXtCPOOKIIz5qHCv0DwsKmsGxbQueZSOromXmBio3sG0X7LcFaTRgEspE0swTk72tylMe8aW8OslYVFTk18/9V0IhTnK6FQWcHhTRJRm8zj35rOek7FiVLYusp/OWb52dsi3njLVUCbadIrMaecJiyQt+HlDLEWOSxGUFdeutgQKS/G5xoWlViULoXEkrYi38sWFh8LPIvar9yE/9EZ8OhHqqcLOIzQM2k37y0DrMTmN6EeGFfBo+esW7m4VkOCeFNQFrIko/F/zYBvJrj20CMdPoYIlWs59ndCvHvXKPrWXX3A0ySW1NwtcWX06CJs+t1W7IwFdyH/oqkYqAzgOu9BQ20PcWf1lgr3KaJxlfX8zITjuWdcssl+r7MGbs21xUsF5NO1x1Swt+aTgKi4444ogjfnBwHIp+SPBBs76Yow+Gg01cr2pWy0ZCIXYFaZPJ1HwxUtY9MWq6QaN3FtXDYDVqLhVLLCPRGcyQsF0i3fThlPhN3LBh+rPI/NUdP3nnCfeLDbmW/p0hsvUlXbB8fVXQT17roRGHRxE0TbYAhVT4i2VzGxyQGisT/zTtCjxkexE/hUzjZ4lhDtvP5uhJ4bH5nCK7f+Az8+uP/Nwf8emAO+/QJt46kYagGToLO4ttxUWxuTu5hN4NmPmIHw2hn5aGaiBzUtn3UxXdLxVmsNjOkJTYUmgPZq9Z70sqN9AHy64p8IPBOmGJxSISco1thJ6YjFB/Qx2JK7kP62XLvOgp7Mg864lJ8eb6hL0vKZ5JVd+fWDpV0GWeMhvZD5arfUW/ybGNCPySArxibB2bl1xRHxf0DwujJrtw2MNkguVz1gmMi6RRy2JuE1k1cm+xIyXFm50lrQ2qnxbaKbEoZYqkDdqDHiQz1JcQq4BujFjfKsAlXl2t+X2rb7IyDU/GJe/0K66Hiqu+4t3NQrxWJu7rDedXBSbTLkhZwji5wUavSV6jO31rr2t6WfxNnyaalCLUkXaWGFbPjx3vdXz+/JK5PdIWj3hvfP7eBVolumBZtyWbpiQOBhUUvkziE1RH7FnHw5MdmfFcNRVbX5GCwphInQ0U1vP0XIaiBwr6Uz0Za0krkCjX93BZ8taUS8pOaIt9LS2UZIU6qfbStkkKhpUUU/VS2oZ35zsK6ymMZ+EksevCzTgkuS/cPhGdohvEpC4mRTs6uiZDtZNupEjEbFL3NAbfmJd3QhPHoegRHw1+4q/+R/QnCfuZA2fzA9u24HBdonYW02oxZEownETcqwdeWW65PNTs31hQva2x/STmQLysxxn4E49ZDGSZZxgs4SqnesdQPJWf685gWMpNXV5AcRUnFo/0Mc2YMH0SszSgO9F0Z3J804sQq7iWN9X2XLP94cTJj13yB+69QUyKL1w94HJXc3+55Y8/+Cf8a7MvAfBr3Wf4xfWP8auPX2P7lljq55dSMfpZItmEaWVnFS30r4zcfbDmtGp4ephxfV2jVOLsZM/des9hzLjYzei7jDBo1MZRvyW7tNkjsYo43NO09yUlJ1uLSZseEmOt6E9gXCZCLsZTulOYTt2maqW5J42a/Ill9ibM3xZvCLcbxbXzLGP7umH/WiLOpIgoHynqxwkzJNozzeFVGM88uIiykWrec1I3bJqS3dtziqeG6GD8jOgUfvfn3ubWMe6Il4bjUPRDgtD6JjEC0xBkNCgNmESc6IR55llkPYXx7E5ynjUOczDEKlBVUhaHQjMsLf1SEZymX8F4NuLmA94X4jfRw7A1PNnP+Vp9F6ciX9uf82i7oO0ysSg9OPTe3A5OfJVIZUB5RXQS0xVtQicYRoP3RmxwVSIpEVvcpJuDDKx8Cdl5y7Jq6UZ3a597NjtQGM+vP3vIsy+fk3/kr8ARn3T8xPIJmsg73YpNV4r6edQkm/BlxFQjq2XL68trPlNd00fLb6S7HJqcgFAOlUoUdmQ5lyp6byL+1BCB6DUcLHYru1iz0wSfo6Jk3iYFqYgYFwgLGA5aYuR6RDxXJHQ9UmVyH3bese0LjEr4WrPIOqyJRHMTDDPFSJqE0REfDN1gSV7sdUOdoIhgZZdu9gbdfQiD0U8oPtUL+hFHHHHER4mjsOjDRBJqoZ9JzzvZRPKKaBTaRpKW0r3rHc/amgf1ltOyYXdSMNgMW3pWtVQdzgTe7g2HrsQdFN15ojzpmJcdF/sMFQ3ZNpEeKa6KE/6bJgcFwy6Dw3QajUicMem2dZHKgCk90WtiUGgtoRQpKMbRSjvORkINKteoUaGiFpfFmWacgz/1fO5kzYN6y3Yo2I8ycNUqcd2XrPclmISvFLGIpKjYNAXtIYdhqsYWgVAq2SnkEtvnTGBRduxPC9qYo7vnvhdJS/guQRFHTbAaYyKhCvQnkqmngrROkk0w3AR6KLwFXylCJrsmHZ4LR/oTGSwnk3AbIx4jTAHCU4jwMFquh4ohWq4PJd0u522/4hfzz9MlS6E87wwnXLRzusGhR6nA9DhF/fUKJu9600GqJ5uIbKSy460QLQZNNzoa7/BJT/GFCYLGtPrWX8T0Erqg0vNZiOmk3aKitKnGeSKcD2T1yNhZ0rMcvQPdAUozKotOIqjRPt3uwJLVDEvH/oHh8CARzwZ5DfYG24sf+a27Z5agCJgsYEwkd54QNV3vsDtDtpbzPByEKrgdcqwKGCJdcOzanLh3qE6TXELlgazwFJMwJ6CIKELUhMEQe0NLzkYnMucJcQost4E88xRO2ka7uqB1BWZrZdcckCAXm0iZVOD3TnYolXjXrjjYArcXx8VwPrJctHLugWebGcMmB5XYnhTcXe5oRwcmiY1BgnEOVEKn7Lyl7zKh+2YRXQSKSiIhu+sCc9ASH/mykNIx4OLDgkqSWch8lLZFY9CtbAVNKbaZoXWMO8ej3jCcGcpsxJrAYL79RcmNp6gGmmVGMoZYRDInmYam8PjSgQK3h+qRpm9r0OCmhSyUiVAElBVeuQo3KyPCLw8KHRQEhR4gtpYx6OntXqFcAudJuWJUFhU1voJhmcjPWh7UW5aupQtOWArAYchoe8dwyFBazkVyibF1jOscvTfoJBbAbiGDU984UlAMg6UZM1Z5S/aKZ3NS0nQZw8RuiHtpHdmdJowZ/WDQeZBt7TzQaSOGTbmkyMRR4QsZ4EYnHhwh5zaZ5sZgabgzUp/JStmYGePW4G7MnybDqN2m5MvmHv1gaS9q3JUhWcf/r3mNb56dUucDIWoOfcZwyDCTVbH03aYFZVSYdspxrZHWm5k42MEQO4PqDDuvaTuHUuAHQxrMlHoliykIM2mspfWVFLctseikPz+cQLzf8xOfecz9csvXt+e82dxFX1jcYeJvJ3lj1YM8v5tFIWSa9lSzfxX06w2ns4bNoSSkDOJNWIqc21BEsnIkzzzOBmZ5jyYRg8a1YjAXjdjNArx9vWLmpJXxrfUJzVWJ3Ri5bzQQFUNnuQw1QzD4qMXCuS1IO4fba0Jh2AVFVo1oLc9Za7k3FkVHZUdmec+7QJtKdKelkNIJcqAMnJ0c+PzqgjvZnm9W53ylvsN+V6Bt5O6i4aw6cN1W8tpsM4pHFu2h31rePMtl4Dq1b3wNwypSzjty61kfSnxjUZ2BLMo9HzXDweGeOaonMqt5qfjkruef7gX9iCOOOOKjxrHl8mEhSUtjtuxETdYZ1DANFm9o5L0mW2vCQfM0Ksp5z9A7Um8IXnPlpDJoMkffZegb97dB0Q2OVdWyWLasH2SAud2G21bdWvDKsCY9b7CphBqmNkBjxXVeJbH49IBXEMxzrvvNn+MSyUXII8NKqsA0C6xK4ePuxoJ1X7DrZPx5OBRSnbSTu5wVhoXaWtxatpqhgDCHuurJbeBZmJGe5cTG8Mhr3P3A55dPKU8Groaar1zfBeBJu8LtFNkaklUMS824MODS7WMlBymLoMAnZFdRc2tTnHQSaluYuPeAmw88XG0ojOdrSdF2c5JR6F5+T49gnmastw49KKpLhdtJK6dvM/ZbyzafKsDp9VVTKyDksmOImbRdkpZjRictlzEY1rHg0OSYg8FtNFxpknEkBXZS6JpBeNI3zJzDvYnFspDX2DRKHiuTllP3iuf1V674l8+/yuvZJQv7Qzy6XBJyqdD1MOVrqhesXG8WhYnHHerIvBhkpzBOVXQJzR1NdLILSPnUKkoKqyMneUthPFd1RVOVBKcwY5JMXeDwuOIL/QP5nb20ZVSQllvKhTYbe0toYZtgkXfUbsAHodG6nRIbWmsZTbp1LcxtYJ71nBcNle0pTMG+zOkLR4oWkpLgGZOwpSi4Xy3WfC5/yt1syzJreWe5BOA8P5Abz2FqIyqvcXvIduD2ivFKtCS2kZ1Ofwpp6Tmby+9dhhp9MJhGk6widhofFcVaUb8D9WN/+zq+FCTg2HI54ogjjvgBwSd3Pf/0L+g6D5zUDXubs26cvHmWgarqGb0hpnwS6ihi4WhRpFH8WZJNDE4GSMFrQmuxnUaPoAZFDIq563lYb3gr73k0X9Ff5TJ0m/q1N8If0yn0YEn6JpJOqgIVJ+e4mdAXY1Ay+AwSmaUHhT1Iny8ZGGcGP0tEF0l5AhPpBsdb+xVaJfZ9TttNKtROPKr1IHznZGUXoLyE9Jp+UsyNipQUaernF5cSpN1fF7xlTnk423Av39KGjGEKsDY7K6nv12kKNhALyJgxUSyRCj0oMEl69/P4fDuaFGpy1VNedjwgNDerI+fFnuHU8M2oOcxydGNkENlCfjmdnwFcK78fiql6bzS6l78Tvn37G6ok3iVZJB0MoZfqNhQSU3gYMiLi75FkritBw1NUWpqocTee14PQ2+nuJPydEXRCbRw2qdvq3K885WnLvXLPqTlwx2x5rbjifHng8VmJSvp2eB8z2bFEA3p8Lje82RHudwW7qEibDDeKenM4Ed57LGQnNBwyBpUIM829esf9YoM/0/zaw5L9MA0bJ/6qPWjiUMiuY9pV+aUnX/YsyoEQNId9ThwMWidKN7LKW8p8pJscDnWY7p2gbxcyayLzrGfpWkozMESLudmhJgUBFHJdaJOo7EhleuamxSnPvijQJMakWTkhJZR2GoRkotgmSvBGtpmCqvuELzXjXKF0pHbDrcOiChIuoweFGeT/+SZRPBtxu5Fhmf1zrTHfiWPL5UNCMlDWPa9UO7ZuoOsdQ2Yp64Fl1bLrcrqbrflkRRsag/bqVkV6u43MPE1S+JkmabHarXPPK9WWz1dPeL264gvZA75WnNNdF9JSUcjAptFkW1mYldwHt+wNX8qw0t1vOFsc8EGzOZQMjYPeoNYyFKzfjZgh0Z1omnuKYSXPIZpEe8gYvcGaQIyaGG8GrmpiXtxQMJAbQiXG0UyrOehBs98VdFlA7Sz5FczfCQzXmqui5J/O7rNelDxtZqwvJCU+38iCmjT4QhEKsTUVJoq0M6JK6KSfM2NMIrrpfI+glJIhop5aUsj/C+M5yxpy7bEqcjmrWR9K2nWBeuKwe57nUU6L4bCE/jQRK8mhFKGUKBVvzrXYxIroJuUKX8n3YxlxJjIEg1JQ1x195ukXGX7tyC5lm8/02qkEUYuwCkTMszht6HpHuM7E0MpMA+EykDlP4x1v9mcYFYlJ83C+4fqVkraYrhU7DUF7C+r5UJSUUCmhvCLsnbQ6tnpqucgbVHKTWKmR1oIK0K0sj8oFn62v+OH6KcNnDF8t73DY56Sp3acGhe61CL2KhDrv+aF7l/z21WNq2/NWe8JvuLtsdiXOBfS0YufWE8uIr/Q01FakQTMaWS465+iCZUyaPGk0wgnXNhJUQkUNAZKSwkerhJucvcZkCUnLG2vS9NHe6ioAdO4ZFk5SjCY2kWpFXJW02F2n0dB6R+0GnAsMRSQZg22hvExk24AOkJymP8/pVi9XXPVJZrl8kjJFjzjiiCM+2Ujfx8f7QCn1R5VSX1FKfU0p9Zff4/v/tlLqC0qpX1dK/bdKqZ98v2N+uit0C8uq4yRryIxnU5fsTE6dD1glKjIVpEpQCdSo0N1k3uMSqvTcXe0AeFhvabzjW+Up+22B1olF2VHqkVyPzI1QtPQL+63kIsokqZg3CtcINzkUimGq7nwN+k7Pv/DqW/yexVvsQsGXdq/waL9g2xbsVU28sGT7SHbZY7qM6Bwhl239bZWtEkYnrHmeYt6Nmug0hCRvzTqhsoCuIj6zROtwe5G/j5c5g0u4vZZ2TBvJIxTPDJtHC7abitha7OZ5NdOfQH+qJAZsJtxxPWiUl3OfrHCkdSeVXCimwa6R3ULQ0mZIGqGWAg/PNvzY/Ak/UjxhF0pKM3KRz3mczXkrnjAeDLaV4yWNDFwL6E8S6U7PfNHhg6bd5cSNw7TPWwGSX6nAKJKewhFMQs9GssxjdCIzgWXRsnA9XbB86/qUbTVjXBtpgfmpDTP56YAcc/SGGPREQXzxIoR+tFwcZvwT9ZAnw4JMewozirWCDXS9I0bh88fMEK0iZlJLiSpZ4U88qvKkIRNaYwBtFdGr27zMbKPIr2T30q8Mz9yKr9Xn/K7VO/zu1ds8rNY86RY8Psgu6+l6ht/kxFHB3PP63Sv+1btf5fdU3yKicepzPDos2B0Kujbjm+mUIvM0XYayET+LQkOdXufYy7XRqowLMyPTAcodufHcrfYM3nAZFXGbiTqz14ydZT9m7EPBLpRsQsXlWIvOIBi2Y4GPmk0nvFalwa8Cob7ZXSqya01xqTHDNPTfGy73NW4ROJsdCHc1HRWmNbd6hmEudFBfyT34siC8h3/+Cl0pZYC/BfwR4G3gl5VSP59S+tILP/Z/Tin9p9PP/zHgbwB/9Hsd91ihH3HEEUd8P4gf8ON74/cDX0spfSOlNAA/B/zxF38gpbR94dOaD1D3f6ordHQS+1mfM0y9uJSYBnsZfS9ubyohve5BBjwqyUALk7hX7QH4bfNHRBSVHfmqPaftHSFqLvo5Y9JsxpJvbE5pNwV2LVFafgZqMZIWnmEQmp3tRCE5TgM1f+J5eLbh9y+/xR+ovsZjv2Q/Ta1mWc+bQTMu5oylxrkbHuTUizcJXXoWy5aTsqGwErvVTBSvrYnsFURjpU87VfNZ5vE6MbYGtZ1EMo2WcIEoff3u3N4OBs3OkDqNHZ/T6vo7QTwx9M32BlGN3pQAlSgWQ2cgOem3myTiDp2kvLYQbcRUnrOVnOffdfYOv7/+Oq+5a9ahxCl/2189DDlPOkufMqKThHgzcLuFVUZ2TYUdWRcl67xi3DtJfUeG0wQFg/h6UERM6ZnNWma5CGyUSlgVqexAYUbO6gP9yjKYnDAqdGumavh5hR5KS+cKCUpxCf9CknwaDEPrWAdNM2Q8zubU2UBuPUZHymwkJoUPGg+ETMy82nMZxg9zzeEzkTuvXlNmI2/GM+I2x/ZCndSjzChMJ9Fv9WOPOwTac8c4s3zj9Izz/MBnyitWrqUNGZemmv7W6TXRibwcWeYdhR7ZxZIrX/Nuv2TbFwyHDL2xDH1BP+2qbgbdSUfZienng+jQWbap4q2k8EnzWr3m1XLNzPZ8wwYexRV0OabRBJXxdrXiC/lD9nVBExzvNCuetTVjMGiVGIJh38o9EUYNlaeY9dxZ7NEkHl0v2b5ZUz4WCqzbaQ7bgjDb87n5Fa/PrvlicZ9Nc4q/EErxMNO090SElOzL7Xm/jAodeAi89cLnbwN/4J95LKX+Z8C/A2TAH3q/gx4r9COOOOKID4rvr4d+rpT6lRc+fvr7friU/lZK6YeBvwT8B+/385/uCj3B5bYmRMUYDbt9QRgMQ+7JMk+KUqlFeyMWek45CpkiRoWfSs6IQpPQk8nGOBo2qeCbnPLEzTgMGdfrGr1xuO0Nu0IT55DVAwPQ4TCNItnJkgBQlWeRd8xNiyFxiDnrsWTdF4SoyWzgME90pxrtM3w5MUqm6tllgZOy4UG9RZMYoqWaKF6VG1i7kSszI2wy1KhIgyHk+rbPrgexKwCpOMeZiDPGuTBQQjF9rxMbgvFEquXlvR13ZnuaMeN6X9G3juQn+XrhmS9b6nxg0xQcoiL2GoqIygKxN5i9kQAFp/Fes8vlgS77GVdhxn27IVOBU3ugiTljMgxz2WU9MzNGckwnEWmmg+QUTZnz1M1Y1i1GJeazia3STtTTxomwrNdSYeYRbSKl88wy0X+33nHVVVx11a19QAgalQVwUoTGzKISmEbOYbZW+MoSZgFswtfpOR2z1UQso9eMraPROdtqZFF24rWS5DpTgHOBsBhp7+YkLdedn4G62/PZ5TU+ad5xJ0Iz7EBHMNMcwQyQ7SLZxmMOI1mmcTvNfpfz1n5FFxzroeDNqxP6p1Kh263GJYWvI74yXDQzfll/ln+sX+OinXGxm7Nbl+i1o3iiKK7lnuqXiu5OIiwDqvTYLIh3/2Q5QWPhYNjuHPt9QXvX8ePLC87zPduy4CKbE4Ncd7bRDH7GP+5f5ZvLU4yK7LuccRTGkTaRGOTcAdBryAPzsucnV49ZuZYvZq/whf2rhOuMbAt2D0NjiSg+Vz3jFbdGq8QvLpYkbTFdxHaT/cZL1BQJvi8vl2cppd/7Xb73DvDaC5+/On3tu+HngP/k/R7w072gB8V4WfC0dRAU6mDQQTHWBrUE4wL9LDCOCtsolJdhU7RCOTMu0Hi5kL56uEsXHG9tV6w3FbGzeBvZAr7QhCgJ4r6IhEKCMG7YVtYEYjHiawNMlqGTV4wC2tHxaDjBqcCvHz7DFy9f4WpbSYLMqG+56mOtCZks5noylxr3GVdlhVbp1lSqmDxJ7pZ7KjvSjY7d1qFGTeo1sVZoM22bDRNNDkiibhwXgZTd0AsVptETD16hrDzGadVwXjS8Gw3ea2IvA2aVRbJqZF70ZMaz1znKJhIRU3hZjHaW2VuK8qm0avqlob0rg7pf2n2Oi9dqft/ZmzzMr+VlRFHpgbN8zzAzdKNle52hPNhWlKlxr8ivNEOseDrPsNVIWYyU+UiaXohuMOi9Ew1AgphrhqjY2MA871hlEphwua85bAtSb0TV6xIm9zgX8FmgHxWmN7eKyxvDr2Qm9e8LOoMwLRoRpFpwGgWU2UhpR/zE61cqUeYjzgZ2QdGaaQHTkCI8Oiw4DBnhOqPYT60mQLmJBqvFO8bPLNFphqURfxwFzZjxdrA8uVxgv1FyOm3kTZ8YltDc1wyF5UItZFDaWWgtalCYKY3LtmAbeb2GxWTgNhspq4Eik3O8iTK4jBtHfiX++r4qeePgaB867s92XPclY2dx/cQNv7mOdyXreSHtj0nDEauArfxkiDbdTIOGqFjvS96qTjjkOVddBZ3YV5vJs18NYiJW6YG56SjNIG/CfSLbjKAV7dbiSzEie6l4OS2XXwZ+VCn1OWQh/9PAv/XiDyilfjSl9NXp038d+Crvg498QVdKvQb8H4F7yEv7Mymlv6mUOgX+LvBZ4FvAn0opXX/Uz++II4444rtiEp39cx8mJa+U+vPAP0RSSP6zlNIXlVJ/DfiVlNLPA39eKfWvASNwDfyZ9zvux1Ghe+B/mVL6NaXUHPhVpdQ/Av4s8F+nlP76xMn8y0jf6LtCJdnyJi/KQju59oEh1Jr5vMWcRFpdkOzUDvESOhFPB+4uD7c0xG9tT3m2q+k3BeogXhqxVIyZIeaKedEzL3p2Vc9+WTL2BmUjRTVMlbZB9wrTTJXb1MrxueGqqfjy/j6PhwVf3d7h6bM5XGe3f4PbqIkql0CJoMd0AIqkLOuwYFeVGBfJMs/duVAtF67D6ogPGtWL0CbmYG2kKgbWM8OwNKgouxOhcEXUcqS6yVjd5qitwe4npepOLomL3YzOO672FeMuQ40acqnCi2yUgXEzv01EIktQQPSG4lqxeCNQf2OHipHxtKJ5ZRrk7jO+2b7C1asVn1muWWSSriNxYpohGvl7JtvdaET5OM6kMtODIm0cftA0C01RDs+FKYPGHhRuL+2QZBRjY2lTxVUxcJq3VHZk9AZ97cRJMk/4E4+dBVZ1S2Y918XIzs1wz+RcmOFmoK7RYWqHDOIRkzR4nVBZRLtAWQ189uSKzy8uMCrx9f25OBkGTWYCmQk0RU6yUqHbvcI/KXhn78ArsisJQQn55E3jEAdJL+fCF/Kc+iX055GsHqjcQESRgvzt1VNpm+kxEXKxtFW9JgwZptXkB3GiBKGfkuS1HxbiKNk8TLgHDQ9WG/JpEH8Y8ts2nopgWsjXkG1AecvTdMLmRAI01No9dzhMYFuprLNrRTJTilMFvQI1GyiLkckiidBrdKMZx4ovtg/IypGhyXDXUqHfWAkDDN7wTr9iFwq+ur2D2UkmMEy755vFN3yvVeS3gJcUQZdS+gXgF77ja3/1hf//xe/3mB/5UDSl9G5K6dem/++ALyMT3z8O/Oz0Yz8L/ImP+rkdccQRR7wvXpKw6MPAx9pDV0p9Fvg9wC8B91JK707feoy0ZN7rd34a+GkAuzq5pSQy9YhJ0idPIFS1fOBp1Ay9QffilR5mkbM7O3509ZRhSqJ4tFnSX1S4tbkNSgijwmtH5wKrouVOeeD1+TXdqYQixKQYguHyUBNbS7ERj5SkYeDGJ13TdhnvHJZsh4KrtiKNBjNMXi7j5CzXRMwooqSYTdWZlZRz1obYasYsERYDbSHV7nooueoqmuuSYi29+NElzuYH7lZ7rI5ceE2bOZHrT7F8ee6ZFQMpwTjYSSAkohq3k/f4w2VFkxXQSYRXMglsvBXo7Lqcw1WFeyLV2LBMxFKL3/sIpovoXoa3KqbbC1wH0L1mty352ijn3ntDSmBslEDjJhP/EAv9Cvoz8VHXRSANBlp5nNAbOjKhuiGDXT1O3ige6KWyVslymQud0KjI2Frya3mtxloRSulz11nP/WrHnfLA13RkE5Zy3AtDtpHK3AygQiJmin4Fvk4w95SznjIfuTfb8btXb/O76zeIkx3ndshZdyUxKXpvCK0l38r1UVxCupyGrpMHy7ASf/04Sf7VKNeKLybXRSNCr7j0WBMwOnKS9WxPCnZnOc0U5mz7RL+UHSlJYffyN9uG22COAKBvZjgwnCbca3t++/3H3Cu27MaCR82CZnCE4SaNZNpBZNM8YRBbgt7kqE6T7UTsNc64HfDa6ePWqkHBEGVQfFYfbsMynvYGtc/Ei/2QM1YOHcSbCCU7ljg9jUOf8bXdHYZo+Oa75+TX4tvQ3ZFzMCyfu3y+TKj4EnouHxI+tgVdKTUD/m/A/yKltFU3kSVASimpm/3ddyCl9DPAzwAUD19LahS2Bnryq4hTEEAWyKbhoVIJNcqQhghjgNKNnOd7nvUi6ZTUF7ngb7Z2wSmGxtEFxYWOOBNk224GZrbHJ826L3mWxHBLDzxXON7sfQzEqNj3OWMwjN6AicQs3apYE+BLxVhpunNoX4mEWZAhZK9RXqGiIoVEiurWQOvJYc7Tyzn5I0dxKTckeeR+vePV8hofNbu5+NnEqQWkp8FqSIrMBIpy4LBwDK19buYFEhgwanSvUaOwTMKgxSMGGAYLjbk1tiKBdhFcZFg6Dq9Y0CdEq2juGA6vyHG7VwLZnZYiG2naDH9ZkF0ZzCj8+H4eYLKhGefymqYHHT9075JF1svfvJ7hDzIID52RPMkJvpxaMwHsQRav4hKiy3nLnOIKL+ZXGzEeU14xLhR+EIZNaUZKM5LblahOgWwN9UUi28nefZgbDksx7eJex+myITOBECWB/nKs2YSKpWm467bcrxaM0bDtCna7EnNtydfyfPP1NDiO8gY2LhN+5XGzAZ0Ufu8we0tMCTKITlKAkhMVZ7MteSdq+sWezAT8KtDek9ta90rCN/KIHjVuB24nbb6xEoZNMlIA3ZIFXCSzgUzLvbP3OY+3Cw7XJTTy2utJx3GT4DTOIcw8OgukQUv+ZwmhikSbMK0m2yjsHsxULL1g3yLJWYW03jZVic8cNLKIx0yJqVihMDnYOD2uV3hvuOoqCeS4yjEdDLWmPYXuXIoM9JRg9bJwU0B+QvGx8NCVUg5ZzP+LlNL/ffryE6XUK9P3XwEuPo7ndsQRRxzx3aCYzNQ+wMfHgY+D5aKAvwN8OaX0N1741s8jU9y/Pv37D973WFG4rqFQskXNpHpR9UiZD6SkaMaMoXWYg54GOBAzw7PtjEf1ivUg/GjfG+wUbuH2kO0jykO/1By8paHmzai5LGrsVK0rlWhHR9Nm3MSsJSvbwnEub+PJRsJgWG8qtInCjY8v7Ea0qErHpWJYJNQrHa/fvWTmBp42M6lGdxlqUFK5RsVhss8de4t+nFM9AbdPhEwqfh81bcjogiUlhXYRc5MbGTQhaHaHgjyTr6nKMy416aCJk6pOJcCLBa5tFeogPG/fGvzCo3QUTnYp1XAsIkXuKfKR9X3NJua055ZkxSUxvSIV2I++8pTPza44hIx/8uQBTVtRXkC2SwwzRXvXMJwGYh0YKoWqRx6cb/ix5QUzO5DpQOct68EIH9qrm6wLopWMSuUkW9ZeWarHCneA/BJCntPPLbZT6JtKL/FtfjkAbXDsuwy3lXqnuBYrVjNEhoWlXyqaVxPus3teP7vCqsjjw5zrdc3TwfDoeskbd0/5Xat3OHc7XiuvhSfelISDozjIkFqeswxvhUoLYR7Ilz1lPtD2GSHeDPqZ3CQnNS6gDga713id8faiIrmI2ZkX8krl+lJBhvW2kddqrKG7K8NgpUDvDG4t1sXq0rBzM76k73FaNVw1FfunNdlTe6ucjU58fHw5DThPPLPzhiIbWbsKTy6VbO3FgdE5Ri/q6tTfqKClyu4OGZd5TW7lhGidiHkSLYZJxFmAPOK1xe01eg9MdtgpKdzUcko6EXPxHxrnohAFsRC+0WG8NHxMi/UHwcfRcvmDwP8I+IJS6tenr/37yEL+95RSfw54A/hTH8NzO+KII4743jgu6M+RUvpv+e76rT/8/RxLRaFECZVJEfIElSerpJTY9gVt70iDCIH0AO6QSFaxe1Tz6zy4fSJxMCSbCLlUudk6kG1H3N4Rcsc4M/R5jh/s9HdMf08Qf2Y0DKuplNLP/0LVa/TeSh96+p6JMuzUfhqgLhPxZOT07o7fdvaYz1aXbH1BFyzXriTYCIPE6yUs3TQEVJ2m2Crs5BdtOoVeO75ycZdHpbg59ocMPdEYF0XHvs9Zryv6XUGvE8om6PWt97Q28sT95OmuR/F5d4fpubaaDgurAVWP+CRDTrRQDzMTWJ0d2LrI4WySXlaeuydSJv3w/Bk/Vj1hFwoez+d8fTYj5JbYiPpWJUh5JFsMZJmnzgfu1zty7Rmj+GjLiRdxiWle6J/PInY2crqQmPdn2ZzOT1JYJZTH6JWEccwUSSnGmYRony4a7lc7atNzPVR0bUY2cPu748wwGEt7ptm/Bvaze37Pg7c5zw683a7Ei+RpTnGpSTbjS9scfgT+1fPf5DP5Jc+GGaM3mIMM3W8UuqGQ6jwUEmSRlIRV78eS0FpUJ39fsogIyiuSElWvHiQi0B0gOkNwcmw7UQZ9DrqCmIt//Q0Nsj+BcHdgdXLAB8M+1GRXmnw9URI7yyYsac8zwvSc3e65t42/OaaSSp0iSFRj3hGilt1TUGgbSVG8dczAt+9KtNwD49ax1hVlfXOygSIQRnmd9GzEukA/aFBT+EyYnotOzF2PrhK7RUnfCt3VzwOUAVo5H/plhkR/wnvon2ql6E12JSAnWafbi2h/KORiAjCRcREZdxrTywJVPtZ0fiZJMExitTIxRNmiJ6tQPmBbjW0t2iuijuTFQIyacbCEwZAme1NVBJSLaJMIg4a9nFq3Nbjt9MaTbgZP3KrlfCXtinzRc1bJQvQbu/u8sT3h2fWMuHcwaPQgFqo03Fqv3kz9+4UiaXmDKB8runHG07p6bqk7jyyKjof1hsdqzlWYCa+3ky2zHiC/lrZHyCbV5bmiX6XbFB8Vn6cPJZ3ISjGfaoOGVmN2mkEVrIFZ2bNYtLS5lzdAlegmRsu77ZKF7ajMwKv1hsuHNWsW9JeyJR8Xspi/crrhXrmnsgO17YlJs/UF2yEnhOdmXLZ5rqrUQTPMDZkNzLKekDRXoyFpNylh5V042sQ4YzJRS+R3G37s9IIfrS/o4sRg8vp20d0/VPDQiKVDlfB3R15d7KntwD5kXHYVYzcpLycmxzizt0n2hRppg6PdFRIc0j9f0H15w/oQm2HdalKXw6iwgwKdZDBsxbrYHGShC5UM1kMp50ASe6b7Yro8QiXnM61GkkoczsSsjiKQTwvo6M3tQN82CdslSFrewGqHzT0hj4TS3AaJxGk4ezvZ9JpdlzN4w6GRgA01irpYt5riUpFfyyIccrnmb46lvSL655bNVSFJSuNUMCklpIIbskF0Nzc/xKCIKEo3UtQDzXL6+yqPzT0eGGcvVFcvCUeWyxFHHHHEDwTSseXyYSE66M7TZAKVJOYrwdBksJ+4b3NPPusZXaQNBSQJojCNKNd8JdVBqCOxDCSd6BtDd2rQ4/PtelLgSs/D1QatEldNxeZQ3hoW2TxQ5LIn3Yfi1pvixn9iYoHd8oqim3YYhdiUxqB5Z73kjWen9Jscd+nIGnnskE2q2MlK1k8UT78I9IvIcGLIrzTZtdDS9KAYVoZxkQh1QJt4a+x1GHLYW/IrqeySFn5wdRHIr0bG+cQNLy3dHfC1J5SaUEi4w7BK2POO+6stMSneabJbu9nQWPqxYnOuqaueIhvpgaG37HdyLr8y3mXTFzycbZjbjt9x/i6PqgPv3l0I/1zDvO64Ux54UK4pjdjPypDX0QeLUgmTRYKL6GDIJtdo04OvMq7mFdnSU2UD+0XP0Gr0KGZhejRT+2V6HfLIsuq4X2zJ9cjb3QmPtgvSqBmnFtr4IODKkRgVYTBoG9l1Ob+5uUM3OrbNNFhfBTotiuFYRJRKNDHj3XHFG7sT9JUjW0+7wWp6/CkA5KbdpEaFaSe1a5jUm/UU1NErsu1EAqiBk4Eut/jCYrsXPF9yWXDGk8Dq/pYfOrliZnuakPG0rXm2q2kPOf1liW412VZaIjeVvRmStEOiEpO7k55e5TKYZ2qzaGl56VGht5ZttxDOeavJX8jTdTsonyaKdSQaaM8M40J2w6GYdBH1cKt+nrmBZ9bzjBm+N9IiixNFNReFrMRHgu8cF4cZpRvROqHyAF7L9W4SthrxOtEtXiKZL3Fc0I844ogjfmDwye24fLoXdOUi8XRk3EpYA3lAaaDT2J0hmURYJE7qFmq4SNCmAr+TfjPquZ1uMuLHgU2MS01zV5G0lZ4i0qf1XpPpwGJy7RuCVHtKJYpspHSedrSkqNBThR6NBBzfzvKmAIE4Rbgll0Anxn3G2BXYnaHechta7EturXS159suJr0YuHsmlc3jiyVJ55QX3A6OoovoQiLrLnYzHm8WtOuC8sLIAMxLP1SPMlTVfUDd7FgyiCcjZ+c7+tHSnOSkqCnnHT9y/owfmj1jPVZcHyraLEd7hdkAaIZUsFtpskpc+qLX0Mpxu73jzd5yGDJeXWxYuI771Q6tEhd2RttndIPlSTNjCAarowRERE3jHYO3WBOp646dV/i1Ib+S82EbcFtFu8vZFgVGiRBL95r8UhS5N3OXaKZoMiXCljY4vrR7wK8/ecjunTmm08RT2XF95uEzXputuWhnvHF5ytha9oeCtpOhYYrgCk896+mWjvHgpPcdNW+0pwzRcrGZi9dQknN7M6tN7rnTYHRTH30QWqO5Vb0q8OpWGISC5CJnp3vSiWIzr+i6ydXRxltSwIPljh9fXvAj1QW5Hnk2zvkSr/D4eoF+klNcqOdiMiXiNh0mssEBOBjiXFMUI90K4o0i18hOODQOPRiya4VpzeR3I9VzyOQ42RaK64DbBXEjVfK3+0UUenE1cn+55YcXlwDUpqey4hW0VrIDTqPYD/tZJBSyK0g6wcGwzmqGqicl0DZKX300eAU2C1SLDqNfbkX9cXHMPwg+1Qv6EUccccRHjuOC/uFAq4SyUaKybMIVHmsjITfEUmTH5aznzhQz13nLVkG3FDqYvokqA1IWMRNDJtSR7tyQjJJec5/Ir2G4KHirWnFWH+i8Exk/YHQkM9Jv7QcHjb31y04WxlmUnmoCxqlUdwncVG57jWo19qBvXfy6s5tqUpgmphPTbe2f23cqkzgrDxTWc+gzDnOH30mvOxTcxsT5wTBcF+i9oVzfMA6EoukLSFoiuyCnuTNV0ncTq7M9D+cbdkPO0+mc319s+YnFYz5fPmYdKq76ii9sSsZ9RrZhim7TjG1Ov7RQRNIgFgIgzJRgEtu84G3A6AUhKrpJoBUax+AVh6uKtxBRTFKgsojJAsYFynxgXvRonVgfHHY/eZd0N31gCXUegbFxFGtF/SRSXHp8bWjuGPxKBChqNuJ04J1mxdcvz+i/tmDxSBEcHGbynJdZx918R+MzrAkEa259Z4JKKK3InWdRdjgbWI+aOBo2TcFX7R18MAwHhzPi0zLOEn753ALQNJqkFbEWf/CxsoDDTbMBu5frIl+LP7yvFcok6mygtCNKJfZZTooK5wIntXgXPqw31LbnYlxwOVQ8apa8eXXC+Liifqwon6UpUFmCwJMGMwgN1h2EodUvHHklPeo03StqquhvaJRuJ+Ird5Cd5zCb5P96uoYzjarF718CxxNqNlLWPYuy56xsOHXC8KrMQEyapnaEpFiHijgYMOJtAxB7YavpQeMbS28DzsmsKGJg0KLdywJlPt7emy8FKUH45PZcPtULekoQO0lrxySMjSyqjjwbaWcZRTbycLlhkXVsh4I6G8hOApzAvstotiVpmBYaI9vzFBTJRvwcSAbbQr5LVBdyYW7dgu7coXXCe02Kkg4Ukmb0ir5xkhQjnRBRvGURU4+yZR2FWpWseHgQ1a31LUlodPF0pFq0FJmXdscuJzzNydIU0jENWENveNqIF81hn0tikZU2SigS3ND0BoPZGvHTaOQm61dKKJNWWhV61PQLTfNgOrcPWs6qA/sx49F6ybAVI41dPtBHi1OBB27Njy0ueOtsxWazwjbCZc624LeKvrEMK1kIVHg+UFOZ+IX03nJockJrYdSi+pzOxU3S0o2R1E3S0nDqSSeKKhtZFB2H05yul+AF3Wr8IoilbDbSeSseM36yn8003Ynm8BD6+x636nmw2rHMOy6aGc2TGcs3FfN3Av1C092VN4qnzYyZ69kOOUYn5nM5N1ZHnh5mHLoMH4S617S5UE1HTQ88RdS9aZyseutEWo7ktbRFhoODg4EoLcQ7JzvMWeRxtaC9KHA7jWnlnOabG0kspFGz7QpGJ9a8KSmhcyoJVAExb2t8xrv7xa1ls2k1eSPXkC+EtjrOhEqoBwiT1a1K0j6Jg2EwiThq0vjCcFFNGospn+JWnarlGgy5KF/FaE5jOglvGefSWtJK8oDD5E10k7N7o9YtjCeb1NgqKGlL6XT7kZS6tQUe+0kbEp/n6qISzgZK9zwA5aXhWKEfccQRR/yA4LigfziIUWH2Ft0pvIaUFHXW83DeYVWkMCO58Vz2NU+nIdsi71jmHdeu5N3RMgbxRUle31aJSiFbvOJ5HqntAr4wjAvDUGVktQRbxATBa/rRStXhpcK0N479iufxWlG2iXqEoDTRSPWhJ/pXtBCXnlcfXPL7zt9kaVu+2Zzzj/VDtpuMaKWKfy6uUFxtK/whwz51Qt+L3PpgkIRmx6Bv7VLH+STuqCMpj6gXFHi+gvZVqRxfv3tNZgJfe3KH/3975xZja3Ld9d+qqu+6L307fXrGM/aMnVjKjVys3EAhQQjI5QGDhESEQvIQFAlhCYR4SJSXCIEiIoEQUoQAESkgIC+A8EMgISESD5DEJrEdj43tsTOe6zl9+rpv37WqeFhfd5+M5sxMxmfmnG6+n7R1unfvvU/Vrm/Xrqq11v8fXygpz3RFfxi3+Fz+BHNX82R6Ria6Uj7LA9EYtQBbBMJaQAwhEbpZJKTDEq4IFNOGeVFT9+4qYBo0Qh2trr7UQxOKex7bRtq5GnVEa2ldypkrmOYNedaxvjWYifSGfNry5PY5u3nFpk+omoRmN2H1lIFo2DwJPLvmA3vnbKW1KhQGQ9WpH+nFkZbtwK113A5PZpe+tcYEDqZLvm52RB8sVZ+wXGtFLkG0OrFST9MQoe8soddCG8ywQ7ERf6EQWTmShY5rPbMUScuH50c8MVnyf/PbrF+dkrda8Xgx9hLBrixnx1NWeYd1miJpTCR4oWr0AjliQhcsZ0dT0pdT0jO9HvsJ1Lf1Gol2SEOMomYbpRbVdVPVQzGp1wK9xmKri4qlIS3Ra5v6EirRa/gy6FlCP9PdWdNeWUAGp9XHYZlStZamTugu9HCBg2KJj8KmT1g3KX2VYCpVHA1+SCKI+vmMQbRydpXQbpy+/xHIAvmQCjlPG47r8qHMN/qZQz/0jynXekIfGRkZeW+JEMcz9HeHILilrqCjVe3y9SRjN6/YSXWJfLee8ZWTPZbnBcYGZCcySVoMEWPDZd6i9EYNElotUgrFoOA2aJtIHwdzAzDOMytrut6yWuX0jcOYiHNeV2H3H9kNxhsyaLZfFCmpEYcg7RDgudCJHq6VzPTsuDWnSalKdEmgL42qM97SVXQ2belbiz12FHd0VdlNtbAk2gi1IQartm0yWO/lkTjvKOcawFsuC/o2H3TBI9Nb+r5dpOl1JznzV4XsPNJsC75IeKHYw0jkmclcS9pbXRGGBHwmqmF9sSlxEIqApIMt2rCarHunZecmEkt/KdsQOktvLRIspgHbGFwd6fOhGEtAWkO1yvDB4KwnK/T9SJxnt9zwgekZB9mCLlqcBD7XWZZprgUpey378+HaWM9ovSUEoW4SYhKpb0E0VoOrQx/8OuHETLA2UOSq+GiJLH2i59irFFnpDoKoqYhx1pPNGpwN1FWKHwKKpjWEs5Q4xOmyM0N2Oujk7OhZ+DPFMd84eY2pa/jd8AHqforpjeq+DPZtphHiuaP3gt2q2ZlUWsjUXgXr6y6h6dzlDk0L2aDZDcheQzqktPa9pVsn9DFBgtA46HY96a1KVR/rlHbjLvXhTTv004AvI93WkG7pB+3xIPgyELc6XN7T1454mpKeqKyGqwWfWqK1hDRytpXQDBpJ9Y6jdB3LLqNuE6hVw0i8IBefLauKjEjQuEt1FYPyRSSUPTvTDc/ONJ/1cIgzPRQiY1D0XWPQXZEeMEI4SzhyU2KERZFR9Ql3Tub4uwXJ2tBPAmcGEhOwJpCnHWGi28guCrI26oUYhVDoVjSkmp8rwdCVQj+JFJOWWdpw3E3wa90SNq3BT/pLjZYL1DxAjxNM4gm5RYxuTenM4EajfbAR7MJx52TOc9mTrCcZZ12hglRpoJ9ptsxkTyeknUnFvfMptEJSoRf0RUDUgKkstpIrd5oiEGc95bzmYL4kdz2vAufnKaa1+DxSDopUTgKdV50P3UZrpR4R2mXKH5o9Tja6lT1fF2pIMY9sRI06jId2Dv3Mk8w1IwWgqx3rk5I1w5ecC6TTlllZY4icbwqaNscXkWZXNKPDCz6HbisQp/1lZpLvLCKR1OnsmDhPYj1GAqVtKU1LP7Gc7hW8FtWgw7rA8fmEfpXgznSSCnnUKmEXqW8HuqkG+/xQcSkBfGuR4ffaO16tt7hXTTg/KzELh1urAFY/CbDTsr+7ZLfc0PSOwzhl0xpCEExtSM+N5nmjeeW2hXYGMY1sZTVPpyfsuwVGAps+5bM8wXpSIJUd5H41W0i8EHvBmsB+uaJ0HUd1ydF6ou1sEz3aSQLtdlC52wTivKectOxMNiTGs2oyjrsp0TpColLUZtZeeqzGKHSFw18Eto1RTZ80ErZ6ZjubyyO0s0WJ3yRgA8WsIU16Fq3FrYXiSPViQqLZVfo5EfoTR1XNAPiqN+xvaVaas5628HivufhqZKPmHibXjCffWuJZivSDB22mRivzrGZqWxZ9zqq+EHx6SIxn6CMjIyM3hHFCf3e4lNEM+q9bGzqXcsyUZZXTVAlymFEeDilOwdBOHesyZausuD1d0RVqf37HzmnWE9gMq+dM9TPaLUN1S2hnlnoP/I5qhGy6lOVJSfGSI1lCNze0uxYTVYcjXQ4pg4nQrgz9jsFlnpB5Yu+Gijy5tP66wPTQbxLurmeUrqMdAkYm9YSJYLOePL2y1vPeYIcdoE8HJbtZDxc7jnr4WxYJE9XNmOYtqfWEqCYBDEdAxsOy0hLGw3pK3SeE0rM50Hz9fhYg9wjQLjLurdTYI/Yq5+pvdfhbUK8sbm00gDfrmE4a2gvruk1Odui08raA7lZPvr3hVrmm6hOOz6bYlSpBhjRqYC0LSNkzm1fMC5Vovf9owQ+qmps6pe0cVZ9Q+4Qn8gUeYZK0ZHlLHVN8Y5FFwuSOIT8C00faudDsOA3eZoF+7v/ITisakOG9CsGw6VJt63JCXDuStQbBQ6IBx7xsed9sQW577vZTrImkkw6fBrWUqxxWLztsq+PW7kB6q+ID5Sm5dHTRYQk8kS9o9y1H0wmrJqVqUrrKETYOUxtoDXWVclKXkG/ogqUdlC3bTaKpfAKh9ESnwUXWlrVoqucsb+iCJfQWt1EzCNMJjcs4NpDlGvzPyo52SIP1qdMgbxqYbFd8/d4RTxbnnLYlX5ZbnEh5eX1WdYqcpJSvwfRV3UlVe4bgtGo2XUbSxZVN3JoJ94DtacXORFN3V5NM+9LYy6OXJO/ZnlTECMdmSu9z7KDpZEyk9ZY79ZyjurzUEXo4jOJcIyMjIzeDCIzyue8eF9rKPhvOPIfVpveG2FqSjepPY4YqQhMxJlC4jieK5WUhQ+MdryW6sog2YvKeomxZAyubaPxlu2eysyEgnBxPyV9I2fliID33NDuW9YGuSvNTyE8GM+ZMaLYNXeXwQyqh6QVTa6FEyCLdNOi5cBSi1dXcJG1wxtMGi5WIyzy96LnzqtIzwdUmwy9Skn7Q9p6o4l8+b+h7g19ptWtI1CZs52DJU7NzStdRe8fd9YzleYE7t8PKzFAXunL7qtlBBGzR45/25GXLrbKmC4az8wn+NNUKxmYoTtnrmd9esTdZc1qVnB1PIAh52TFJW9puKP6pNQjoKmi2odsRDcwFw3mVE04yynua4tZuC34akKInL1v2pys+ODuhMB1nXcFhPeW0Ki/VDut1SmwNS1dyPJ/w9M6E3azCSCRPe3pv6QZj7stgdbgqXnIboZtZulkglF7NPxji5kELuWqjAWCRqEbZnVZxurUG7HxmaFvHaVPQecvR+ZSuciRFz9Z8Q5UlVO2EdKG7i9ho8U03C+yWNR7hs9XT3G3m3Gum9MGQWs+tQg/dqyYldlaL0dZGx35d8Moi5bVZq6vxQQGUjR2CoRFBjUiSlQwpqpZVL/htQ4gCG0u6hOxE34vs1NAeFdQ7GWGno5g2ZLkGn+sgqlFuIjHCpk+4V884a3PWTUroNbhb94awTCnvGoqjgOkj69uWxbNCu+8xjVC+ZCgPI/nZsPrPhU1esHKeg/mS7axikyccJVOWZwVUajvoe4ORSJr0pHlPnQdk0Mn3jeO1sy2O3JSqTojLizzfh8S4Qn93iAbq25pPTaqTYpL3zKcVRdJxZKc0a4vpNDuknwZcoSJaqfEEVPQJoOkd0g3+jYOwz950TZb0LPIcYyLbE81bPlmVmLsZ05cj0xcr7LLGbUogo5sYbBsvpUijvUiVGESqGoNb65dMyIR+FrA7DfnwYTESmRc187Rh06ccbqasmxSRSJL19J2lXWnuPJXFrrTUvy+uStnnZU3VJiyKjK4XQhHYOVjyA+97nm+bvEQXLZ9YfpAXTnfhNCU7Udcbn0JI9ZJYywST95hBPuGJ+YLtrOakLjiTchC8EtKl5h13W8L+dMW37rzKnXrO5+IBVZMyKRoS4y+r9VRylcv3GVGThdOqZHFWkp4a0oVOjv1E5WRj5ai84dAGbhcrDsoFhW0JCOsu1QkJiI3FrixE2HSGOzaQbntSoxWDTecIqdDPemqf4AsZSsj1CyY70SrJ4AxxqycdTCB8Z+nXDtlYutrSFQ6benxjMV6fk6zAeA34rbcyXmEbXznc3ZS0g/bA4mYbnt4546vB0Kw080KD8HrksFgVfNo9xapJOT+ZaIbHpGd/b0mZtJysStq7Bfk9dRC6kGZWETdLNy/uCzYOAfl4nyxucyX6duE1GtFKVoYvOtOrn25xDP09YbNvWMeUNgnqIwuEymGXFsSyaQ1f2qSDMJZR5y+vk30Igq00gNpNhHrXsfi6yNY3HPPhnSNeXG5zx+xj+ivfT9uAXRqqScZiKNtPrSdPOjZZSt8ZpDf42nG8mGBsoFmlmEY0wSBCWDjqtaUejDHMfR6+Xztj6f/IyMjIzSBCHPPQ3yUMxK2OtOzI0w5nNV3pmdkpu+mal8sdPh3fR0OJdEIoPNmQB73uUtZdyrLV44uT46m6ivfolhwwRFLrKfIOa1WAa9Mm1CcFkyMhWQc90shToh22e5mKHVW7uqUOiR4txCRornulOi+21lV1PzFEL5hBe0IkEqLw2mrO2bqgOc80337WMp3UNEC/1i2krQ2ml+G4SXOCZQgItb0djAAilJ6D6ZJvm7zEnym/TB0NJ37C78oHMPflwN9v/ODOLaE29IWnMYHTqmTdZixr1V5JKg0EJivN1Y9Z4MPze3zX9A953h1wVE84NhOKRHce/RDANL0GYX02VLS6QN9bzpuEeJ7ihiCuaoDoWNilxbSO1dLxKW9Y7OWk1nOvmnC8nNBuhmOQwYaQYWXW+ysP0ra3mg8+CLKFnY5mS4gBzMaS39MgqW0GydrEsz3RyOWqTvHnKempHXRlLH4y5NUPK3zbRkwfcY36nHqX4s4sk1d19b8KjvO9nGfmp7B3wpeGXVa7SVUWdyU0dwteXqS4c8fkUKtWqwPLsQs0E0t1nlO+bNl6IZCeeR3fYdx8bujONLU2vO5TfZFTL/4+XZy9QLm/5tZszXmVc1akmq7Z6hOy84CrAq62SIe+b0OA3p2pLhBAXzn8xtK7QTvIDj61Bl2ll576wGoK6syz/cw5f/rJL/NUdoaRwGtb27Rb2VXO/5BhGBrLcq1HaZO0JUt6tmYV68RrgLSztIsU6cxVHrpAGHYebnmVENA/xEJRbdx45DIyMjJyMxjP0N8lItAbfGdpJeJsS5F07Gcrns3uMbUNd6spL65SWDikNbS142xI2WqbhH6lqzt3bi/1V6JRfZaTTUlVa5qY2MjSRvq1I7vrSDbQlcLiQ1pU41OhnUOzB93cqx0eaKDTBcRGqC3JajAqWKt1nkSh7nKW8wRyj0kCItBvHOlhwvRcVxhN6sm2PCJQ22EZY+KVbgvDary1LM7VMd6urJ6vt4ZFk3O3n3MWEhIJJOJxNhDTSDcfDBYclyslWwm2Fnwj9K3heJFdyv+aoWLQZ3o22s0g22741unLfHv2MpbAF4oDNp2uQus+oW+H1R3DWX2iMrKSBLw3+GYw4k7UEKSdaSAXAbN2alBxbqjbGc8tcx38ymEqc+Hqp4VgWQQTIAuqiBkM6y7l+HSK3Mlx3VDFOO9Jpi1l0RCjsJhNCInqnYgfVAa9trnvNVZR3NMdTLMttL2aJtvqyiylz7VgJqTxcvxtC9lZICSG09sl97Ym7BdrdvdVjvOk2iYaXfnbtQY6sxMo7+nz+1KoGkedaNVkuoDy1Yb0cEVMHd12TreV4DMtbLJNJBmuYwlXK/gomjzQzoXqIFJ+YMl3v++rFLbj83LAsijo5pZo1Ry7L7Q4rN7TQHtWdrRrHU/Ta8phSLQqOSR6HUlyVXmNaFWwK1vsfsDZQJ503JqsOWknHDYzvni6Dxs1p+m0FgpfQMg1uaFvLRubkpjAXrHm/dMz+mC5V0147XxOfZZjaq20ji5qUdfUEzvBVsllsPvyAnkYxPhYZ7k8zK6OjIyM3HxifHu3t0BEfkhEviAiz4vIT7/B3/+uiHxORD4jIr8pIs+81Wte6xW6BDALR1hZ6jSlLlN8EKauxYnaioWo0XtbC+INvs2pCl2Vm40lW+lq09VcZouENCK9YXFWIueJmlA7CC6Srg3pORCg3hParcHoeRDgl+2Wra0Nbqj22dQpTZVoxsNGS75dHfXWREwnuEpo5452y+IHQ2C3tLoqXV1ovwyrYq+ZMoCWraeROFEtlOgFeiE0CXatuwGA6Cx3j+b8uvtG7uxsMXc1X1wdsKoygou0O+HSPMBu9LWTQSPH9IJtNHPEtICBbqJFRiETupWWik+yllw6cgmUpqGwena+aVOazhGHlLLgIv1UdJU+8dh0WEYO8gh9LsRpxM89ZtKpucGQfSEtJOeC+ATp1TDZ1lfnrs2u0G/3kAbEBkIQVm3Gqs4IpxmTIR2y2TO0EyFJep6en/PM9IS7e3N+L3k/fCXXIqHXUs6qLb1OWmHyqjB9JSAhEo3FF5qu6Ta6Cg9OdyvtFpohU7a0vdBsXRQeRfI7lq/O9uAJ2Cs1DbF7n2WRTFQ1tNUVv6uG17SDrEWjJt3YOMRdHC5LwBm6rYTlU45mW8dG4xr6ftgmagFbH4drW+gz8Ls937B/yDdPX2Xlc75sbw0yDFHlIYyobkwC/UHLk0+cUSQtr8g2AO3MqVH11JNuNeRpj5FI11uaKiGudTfsS89k0vDszgml61h0GcebCS+e7tC2jnaR4pZGbfmGMeynatYuTj8/Maq0wXZW8f7ilNK0vJptERBeqpJBD0ZlLZJbNbNJzWqT0S8diMZSLvwDHg6R6L92wwwRscAvAn8eeBn4hIh8PMb4ufse9vvAd8YYNyLyN4FfAP7qm73utZ7Qo4B04Fqj2USZ4Xzj+P1NxguzHayJnG9yzRXuBLfWicpnTreEHZqjju4U9cLQIKKxkb7R6jnbAIM66oWQf0hUq6Q56HHTDgGcCUwnDfuT1WV++70oNHWC9KrbQoTgNJApYfhSarUdF8YXpujxQFs5zfGeaZCu9ZbVMsed6rC5jTrgRBtweU8MhtALoXZXmh9eJwl/lPGV+oAXD/ewiboYhZWqXfmJx+Se2BtiPfhG9oPRQRgqctvBVzWHsBdJntB9fXOvwG4M5ycTfu34W+iiZRlyztuCqkvY1Cl9by69UGMa6YNcCoiFXnSyHyRSo1WJ1CgQ+kH6d/jAR6d6Mb4MWiW5kMs2AvQN9OGq8tV7c3lsgo3qc5mo3koybdmdbnhmesL3zb+Enwl17/j80bPk94TsDLrDIZAboDwMZCcdvlRfzGi59HmVHqIMX1JZRGzA2oCZdNT7asCSbCBZQP9Kzotml6dvnwLw9PYZh0nP8dEMjlLS5uJ9j+CGCufa4AsLuWfztEViQrm3hekj1a5h/TS0+x0I2HNHdjosUjb6pZysIdlcHMuBpJ7cdjQh4bidsmhyfGsuRbCigy4LxK2eJ5845Zt37+CjsGp01j3acmAit3bWPDHRWo7zNufeYkrcONJDh9to9fS6yOiHXPfTquTodEqoHTGoIF5MBtG4YSYKaVRfYABRfZ7U9oQonLQTjphyt5pxXuXE3mhK4iCna2zASiBGuTxuCol+rh8aD08+97uB52OMXwEQkV8BPgpcTugxxt+67/G/DfzYW73oY3fk8lbbkJGRkZFHSgxv7wa3ROST991+6r5XeQp46b7fXx7uexA/CfzXt2raY7VCf5vbkCtcxG954krV3NxGcJXFn084Kgs9inABXKQvIm6t6ozJWrfI8aJ6lEGHo1Q38nTekKcdq5jTTywh05RH0kCbOKQ3uEGLQ3rBd2pDJ9bottM77LBsFFFrvJB5fKkBRgS6Vp3MowyVglPo5558t2J/vqL3lsPpjPY8hSwwGYpcQuUoBq9JW2llXQCKvCNxqs+yqVMa0SWtaXXFahrBNI544vBDGpsxEPKALXpcpulglzEtr6tPhi3rhfFDSIHtlg/fvkcfDV9YP0lyx5KdZvzO5ut5/pk9dosNyyanahKt2L3Qi+HiPY/6uq0h9roytBs12cCocYlajtlh9Tt4cW57ioM1+/MVizrndDYnu+P0eehKjyxg3NWWODGB2WRNd9tSmwKikOzWHOws2C/WZEb343Nbc7tY8lzhAUe6jJdjHAVMG/GZ2vQ129BuBYwHvzSXOwKJejzj147Kq4wseaTeF/q1rrzTc6iznHu5FhZt3VIzi1WV0R2luAqSaqiaTETT/3oheENSdshTHcvtlPVJQrIabN1udRQ7NdYGNllGVQ5pnK0W9mQnQjyRoZJV0wlPmpLP8SRH9YSzdUFsLcbrkVR0EJOIzXrKQWq6Ce4yBVQGu0crkT4a2t6yqHPqTYpZaeA2Wev1st5KebHcIXGexXlBWKYgEckDknWEzOB7c3ndAdAaMAIuUKQdu3lFHyyfOzvg8GxGs8gwG4ur5FIDJhpL7QajkZUjW2ngti+h3Xl4QUwtxHrbK/SjGON3fq3/p4j8GPCdwA+81WMfqwmdt7ENGRkZGXlkxMhDMrh4BXj/fb8/Pdz3RxCRPwf8LPADMcbmrV70cZvQ32gb8j33P2DYtvwUQHp7zu5T55ydl7SnKcnCqqFuDb42dF4IOy3JtKWTSD8Ucbh6sMkqtLgFdOXZTwMy7didbtgpNpxlLcfpBN8b8sRjbaBKU7qhvtp0kB5b/MoQLYQssAkaxMkTXfnFKKSpGgm0Ai0On2pK2EVKWXBRNajnLfvzFR/euoeVyPOu4042x9rA7ZmmuZ3nJT7XYZOghrs282yVFfvFmtR4Vl3KS+k2i6TE18Nhb9CVnmn1XDam4Cca1JqUjZ43c5/mRRwULAfrM7h6v8pZwzPTEyqf8EV7QLKG4iiSrCxn6z2O9+ZIEhATcYnH2oi/WILFQds6AFZT7Uwnl2bDcYgp2GHlFRItmPKznu3bS77riZf49umLbELG/97+EM/tPEG91ENScYFi0qra3mCYIBLZKzZYE3gZ1WNPkh4fDPeqCYs247CZMXM1r262IA00O6hozn27ir60mM7SzqDZizDv8J2hnxraWpUqgxt2NmsLlaaMRgFfBnwhwy4SkoWwOdXU2XvllEnaELym312W8udCOxvS+WwkdobgDWXZUOQtmzKjXqoOuCRaZi8iJHkPuV57RiJNlVC7TM03gH6qq+vTquR4M2HdpBrjiVxZ0qUR0kAMwtF6QoiCj+ZSQyjUDh/gsHYcJ1NigOAN9AZcpJvpuIZUx3Z9Vug1tB5SU7OrgCeiK/44aK2byuDWg1RHEtgpNnzD9A6nfckXjvfpX5lQHl9p/F8UTdlakKApkLpTZ4g/Rcytt5wH/1g8jKAo8AngwyLyQXQi/1Hgr93/ABH5DuBfAD8UYzx8Oy8q8TFKkheRv4I2/m8Mv/914HtijB97wOPvAWvg6L1r5bvOLcb+PO7ctD79/9KfZ2KM+1/LC4vIfxte/+1wFGP8oTd5rR8B/ilggV+KMf5DEfn7wCdjjB8Xkd8A/gTw2vCUF2OMf/FN2/eYTeh/Evi5GOMPDr//DECM8eff5DmffBjnVI8LY38ef25an8b+3BwetyyXy22IiKToNuTjj7hNIyMjI9eCx+oMPcbYi8jHgF/jahvy3CNu1sjIyMi14LGa0AFijL8K/Oof4yn/8t1qyyNi7M/jz03r09ifG8JjdYY+MjIyMvLOedzO0EdGRkZG3iHjhD4yMjJyQ7i2E/pN0XwRkRdE5A9E5FMi8snhvl0R+e8i8qXh351H3c4HISK/JCKHIvLZ++57w/aL8s+GMfuMiHzk0bX8jXlAf35ORF4ZxuhTQ/7wxd9+ZujPF0TkBx9Nqx+MiLxfRH5rkGF9TkT+9nD/dR6jB/Xp2o7TQyPGeO1uaAbMl4EPASnwaeCbHnW73mFfXgBuve6+XwB+evj5p4F/9Kjb+Sbt/37gI8Bn36r9wI+gAkMCfC/wO4+6/W+zPz8H/L03eOw3DddeBnxwuCbto+7D69r4JPCR4ecZ8MWh3dd5jB7Up2s7Tg/rdl1X6JeaLzHGFrjQfLkpfBT45eHnXwb+0qNrypsTY/yfwMnr7n5Q+z8K/Juo/DawLSJPvicNfZs8oD8P4qPAr8QYmxjjHwLPo9fmY0OM8bUY4+8NPy+Bz6MSG9d5jB7Upwfx2I/Tw+K6Tuh/XOnJx5kI/LqI/J/75DUPYowX5b53gINH07R3zIPaf53H7WPDEcQv3XcEdq36IyLPAt8B/A43ZIxe1ye4AeP0tXBdJ/SbxPfFGD8C/DDwt0Tk++//Y9Q947XNLb3u7R/458DXAd+O6mr840famneAiEyB/wj8nRjj4v6/XdcxeoM+Xftx+lq5rhP625KevA7EGF8Z/j0E/jO6Fbx7sc0d/n1bSmuPEQ9q/7Uctxjj3RijjzEG4F9xtV2/Fv0RkQSd+P5djPE/DXdf6zF6oz5d93F6GFzXCf1GaL6IyEREZhc/A38B+Czal58YHvYTwH95NC18xzyo/R8HfnzIpPhe4Py+bf9jy+vOkP8yOkag/flREclEZVA/DPzue92+N0NEBPjXwOdjjP/kvj9d2zF6UJ+u8zg9NB51VPad3tBo/BfRiPXPPur2vMM+fAiNvn8aeO6iH8Ae8JvAl4DfAHYfdVvfpA//Ad3edujZ5E8+qP1o5sQvDmP2B6gB7iPvw9voz78d2vsZdHJ48r7H/+zQny8AP/yo2/8G/fk+9DjlM8CnhtuPXPMxelCfru04PazbWPo/MjIyckO4rkcuIyMjIyOvY5zQR0ZGRm4I44Q+MjIyckMYJ/SRkZGRG8I4oY+MjIzcEMYJfWRkZOSGME7oIyMjIzeEcUIfuRGIyHcNokz5UIH7nIh8y6Nu18jIe8lYWDRyYxCRfwDkQAG8HGP8+UfcpJGR95RxQh+5MQy6Pp8AauBPxRj9I27SyMh7ynjkMnKT2AOmqItN/ojbMjLynjOu0EduDCLycdS96oOoMNPHHnGTRkbeU9yjbsDIyMNARH4c6GKM/15ELPC/ROTPxhj/x6Nu28jIe8W4Qh8ZGRm5IYxn6CMjIyM3hHFCHxkZGbkhjBP6yMjIyA1hnNBHRkZGbgjjhD4yMjJyQxgn9JGRkZEbwjihj4yMjNwQ/h9ZO9JUYAO0tQAAAABJRU5ErkJggg==\n", 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\n", "text/plain": [ "
        " ] @@ -1442,16 +1458,16 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 11, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, @@ -1474,6 +1490,7 @@ " dx_min=1,\n", " filter_shape=gcm_filters.FilterShape.TAPER,\n", " grid_type=gcm_filters.GridType.REGULAR,\n", + " grid_vars={}\n", ")\n", "\n", "mask_filtered = filter_noland.apply(wet_mask, dims=['y', 'x'])\n", @@ -1488,13 +1505,13 @@ "\n", "Up to now, we have operated \"eagerly\"; when we called `.apply`, the results were computed immediately and stored in memory.\n", "\n", - "Gcm-filters is also designed to work seamlessly with Dask array inputs, deferring its computationg and possibly executing it in parallel.\n", + "Gcm-filters is also designed to work seamlessly with Dask array inputs, deferring its computations and possibly executing it in parallel.\n", "We can do this with our synthetic data by converting it to dask." ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -1853,7 +1870,7 @@ "}\n", "
        <xarray.DataArray (time: 10, y: 128, x: 256)>\n",
                "dask.array<xarray-<this-array>, shape=(10, 128, 256), dtype=float64, chunksize=(2, 128, 256), chunktype=numpy.ndarray>\n",
        -       "Dimensions without coordinates: time, y, x
        " ], "text/plain": [ "\n", @@ -1927,7 +1944,7 @@ "Dimensions without coordinates: time, y, x" ] }, - "execution_count": 12, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -1939,7 +1956,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -2298,7 +2315,7 @@ "}\n", "
        <xarray.DataArray (time: 10, y: 128, x: 256)>\n",
                "dask.array<transpose, shape=(10, 128, 256), dtype=float64, chunksize=(2, 128, 256), chunktype=numpy.ndarray>\n",
        -       "Dimensions without coordinates: time, y, x
        " ], "text/plain": [ "\n", @@ -2372,7 +2389,7 @@ "Dimensions without coordinates: time, y, x" ] }, - "execution_count": 13, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -2392,15 +2409,15 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 79.3 ms, sys: 3.04 ms, total: 82.4 ms\n", - "Wall time: 88.1 ms\n" + "CPU times: user 77.9 ms, sys: 3.74 ms, total: 81.7 ms\n", + "Wall time: 86 ms\n" ] } ], @@ -2416,24 +2433,6 @@ "Our example data are not big enough, and our computer not powerful enough, to really see a big performance benefit here.\n", "But it works!" ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Real Data\n", - "\n", - "TODO once other filters are implemented.\n", - "\n", - "Or could we do an example with SST or SSH now?" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -2452,7 +2451,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.2" + "version": "3.7.9" } }, "nbformat": 4, diff --git a/docs/tutorial_GPU.ipynb b/docs/tutorial_GPU.ipynb index d3d7b10..a2d3482 100644 --- a/docs/tutorial_GPU.ipynb +++ b/docs/tutorial_GPU.ipynb @@ -435,7 +435,7 @@ " cell_methods: cell_methods = time: mean ==> the variable values are av...\n", " nsteps_total: 9618241\n", " tavg_sum: 431999.9999999717\n", - " tavg_sum_qflux: 432000.00000000006
        • KMT
          (nlat, nlon)
          float64
          ...
          long_name :
          k Index of Deepest Grid Cell on T Grid
          [8640000 values with dtype=float64]
        • TAREA
          (nlat, nlon)
          float64
          ...
          long_name :
          area of T cells
          units :
          centimeter^2
          [8640000 values with dtype=float64]
        • HTN
          (nlat, nlon)
          float64
          ...
          long_name :
          cell widths on North sides of T cell
          units :
          centimeters
          [8640000 values with dtype=float64]
        • HTE
          (nlat, nlon)
          float64
          ...
          long_name :
          cell widths on East sides of T cell
          units :
          centimeters
          [8640000 values with dtype=float64]
        • HUS
          (nlat, nlon)
          float64
          ...
          long_name :
          cell widths on South sides of U cell
          units :
          centimeters
          [8640000 values with dtype=float64]
        • HUW
          (nlat, nlon)
          float64
          ...
          long_name :
          cell widths on West sides of U cell
          units :
          centimeters
          [8640000 values with dtype=float64]
        • SST
          (time, nlat, nlon)
          float32
          ...
          units :
          degC
          long_name :
          Surface Potential Temperature
          [8640000 values with dtype=float32]
      • title :
        g.e01.GIAF.T62_t12.003
        history :
        none
        Conventions :
        CF-1.0; http://www.cgd.ucar.edu/cms/eaton/netcdf/CF-current.htm
        contents :
        Diagnostic and Prognostic Variables
        source :
        CCSM POP2, the CCSM Ocean Component
        revision :
        $Id: tavg.F90 46405 2013-04-26 05:24:34Z mlevy@ucar.edu $
        calendar :
        All years have exactly 365 days.
        start_time :
        This dataset was created on 2014-07-19 at 17:28:03.3
        cell_methods :
        cell_methods = time: mean ==> the variable values are averaged over the time interval between the previous time coordinate and the current one. cell_methods absent ==> the variable values are at the time given by the current time coordinate.
        nsteps_total :
        9618241
        tavg_sum :
        431999.9999999717
        tavg_sum_qflux :
        432000.00000000006
      • " ], "text/plain": [ "\n", @@ -499,7 +499,7 @@ "source": [ "In this example, we want to **filter** SST **with a fixed factor of 10**, i.e., to nominally 1 degree resolution.\n", "\n", - "To keep things simple, we will filter with the **simple fixed factor filter**. The `TRIPOLAR_REGULAR_WITH_LAND` Laplacian is suitable for this filter and our data on a tripole grid. This Laplacian only needs a `wet_mask` as a grid variable:" + "To keep things simple, we will filter with the **simple fixed factor filter**. The `TRIPOLAR_TRANSFORMED_TO_REGULAR_WITH_LAND` Laplacian is suitable for this filter and our data on a tripole grid. This Laplacian only needs the grid cell `area` and `wet_mask` as grid input variables." ] }, { @@ -510,7 +510,7 @@ { "data": { "text/plain": [ - "['wet_mask']" + "['area', 'wet_mask']" ] }, "execution_count": 4, @@ -519,7 +519,7 @@ } ], "source": [ - "gcm_filters.required_grid_vars(gcm_filters.GridType.TRIPOLAR_REGULAR_WITH_LAND)" + "gcm_filters.required_grid_vars(gcm_filters.GridType.TRIPOLAR_TRANSFORMED_TO_REGULAR_WITH_LAND)" ] }, { @@ -556,7 +556,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We also need the area of the T-cells." + "The area of the T-cells is" ] }, { @@ -565,7 +565,7 @@ "metadata": {}, "outputs": [], "source": [ - "area = ds.TAREA.where(wet_mask) / 10000 # convert units from cm2 to m2" + "area = ds.TAREA / 10000 # convert units from cm2 to m2" ] }, { @@ -943,7 +943,7 @@ " ULAT (nlat, nlon) float64 dask.array<chunksize=(2400, 3600), meta=np.ndarray>\n", " TLONG (nlat, nlon) float64 dask.array<chunksize=(2400, 3600), meta=np.ndarray>\n", " TLAT (nlat, nlon) float64 dask.array<chunksize=(2400, 3600), meta=np.ndarray>\n", - "Dimensions without coordinates: nlat, nlon