<snapdata remixID="9962386"><project name="Unit 3 - Big Data Project" app="Snap! 6, https://snap.berkeley.edu" version="1"><notes></notes><thumbnail>data:image/png;base64,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sgZtcn6PjV5OcVKcmq+33xdJZ8+50jPzM57LO63S64XCZ86EBi0oGT5//z3/5HnRl95iL7aAk74dDgScO5Vqrdsx/ziZAWYr0i/BX+pU9BwuAX9mP/g/3wp8FgI2saiRlpkK125SNTbuQyVomABiTVK/bMvVgDTMwIRoaOqDm1L5u+J1mE816Xc9v1qtisQRBh8uDgN+PdqcDvy+A/YNdxONRlIsVgTZBj8almblZ1Bqs7Xbg9XjUikSQ9bpdKOQyiIQDqg37/QEzNEHAb0xRBEYCd4AASCOYEq7smJieVt8tgYXSLZ3LrAXXGw3jcHbYdZ4+r1uSMq9DUZhyMxtzk20gdxtlgK0/HTOkwe4S6w6Ewug5PQJ3smwyTB5X4Cd2atzh3CQ0a3UEAn61LpF1GqA3UZU0XZFxP6nFiuSa9eXP5RxXrdr1JMeaC8xz7vV4fT10en24XW4lePGobp5Xt69sapfXC7fbJwmeznGujwxYkqMJ3A54vL6BfD0YTvGH+1fBOvM/8BWwAPgP/AN8FU//qQB4UDuVy2jAdntyDrOW25EMKUez6r0DlzL7Uwm8rMEOmC+FVUqcnZaJjqTZqdWo63XZdFqO4pHkqJhpND4k5sea6t7eLkZHExiKxFGr11GvNSRP2502HJ4cYHJyQmBzfHCAibExZE9PEI9FUK2UZTbi8ShZl8pldNptxCJRMWv+mYawRrsLm9uL0YlJBIIhATLrzgRll9MroxaBleYoExJlRjawXYd/Zt1aLFjtRoNBDQPw45IRsLgBIIPs9HqqY9dbHUnbBGCGeqgm/S/MVYa5RsIRlEpFAStd1Br8MFARKHmznsvdhOCf50xQZWb1oPXJ1Od7WkvK2dw0cAMTDFAZMJsph40OciOvs19Y+dA2Bzw+P/yBELoKHGEPNtuiIBbM5xCYHW6ujzGUYWDYUmOUNeThVbydfK3XbAHw17r81pt/kRV4GgAmuJy5mCVp0qgkUO0YEH4SE0mzlamJMkyD4iuZoRy63R7arNPyBk/XcbOpAI2NR4/EgpvNFiamJsSAQ9Go2l3YOkRZuVwqY3p6EgFvQP28brcXgUAAPVsXmVwaU1OTePBgFWOJEVN37TTRbtLV3EXm9BQLi4sC4XQ6jVg0CpfDGLrIsuuVklqC3MEIFs6dV4m6Q9baN3GULpd3UE8lu6X72gaPz6vja+1Y31VLTx9O1WhNqAglagKakWjNVCSn2492rycGzN80CZT8uVqTyGRNvy//y2N6PV69R6NeVS2cvbys1QoEBz3KMq61GkZloNmt0zWgrBQuJnIZRmzarxoCYG4IePxarappUS6HC32baXFS/zFsKFUqGqdIxu5hsIhal5j01VY9nczYG/DDGwzC7QuY1C6P1yRsCawNW7ce1gp8VStgAfBXtdLW+zzTCjwNyH7eAQmgdNJquhD7Xcmw6MiV4YitNmYYglKXJEGbIIs+gbnbQbNhkqnIwMhew6GQwjIoszr6Nvzwgw/QrDcwlIhjamoKDpdDRikatwjCmxubcLldWF5eEhjStczX+3x+FIsFdPttma1oiiKoE2yG43Ec7e+gWilJfp2cnEQqdYpQMKj4SJ5LyB9As1FFpVKGKxCCNzSE8elZgS/NSaxt80GwN8EdDmNGGsjwZ0YnTUdSS5UZyEDW2mlSzh14jlUnZXSlWxGTzJ0ms2w02wJluaoHrVAEr7MYSAIqa7hkszRHnY06VCjGYAxjq9MyARxyX3fR7nWVwsUUMH5uDCthjzLLBPzM6PDmpqbNfmv2TNfpIqeL2wmv1wuH2yWmS0m63W2rbmw+/57CSny+oDYIVA84MOLk6BihYBjeWBw9rweeEJUFPzyqFZvYTKOZP9PX1XqytQJfaAUsAP5Cy2a96MtegS8KwHLaDiYO0VjUJyj1yLgMAybI9vptdNvtJ8yLYihv2q1W3fTCttrwBwKo12qqGfK1NFyVikW47A7s7+6hVqlqQMD84gJ8fmY493FwdIxgMCig4IMAEAiEZKra2tpCMjmOeDyCaq0Ml9OOcrGoyEj2Fo8mhpFNn2Dt0UO8/vrrKJfLODo6wtTk5KB+aiYb1apFsUIX2e/5q+rNpQnrLDiDzutisYxIJCoAo+SqSUw9E2KhCUeDtiu6vflzxl1SXtfPFTVpcqMF6n06r9ni40C5WpO0LbbKWqrHp3qxABh2yfFknaxt08LFYxPsFeRBsB1I+8bBzQAQJ1qdtgCZ68/PnBGc3ATJjc62LhvgtJOxt1Gt1iTtt9pNjI4m1b5FeZzmK65Xt9WEm33JLifiKge0tDnJ5vIYH59AIBhG0OvHo4ePMH3uHMLjY3AFwgiFY/B6g3A5PQPkZW34y/6GW8e3VoC3jS96p7NWz1qBL3EFvsjXUqYiMjq6fHsE2Bbsqi+2TGjFoJdXM3Bh+m/lsJVUSdZmR71ehdvhFOCSCXu9bhweHZlow24XDx48xM03b+LwYF+tRNF4HEMjw8jnczg5TWNkdFRAEo1GBUzHxyksLS6iUCggHo3qPLrdJpx2G/b39hAOhxHkoIV+H4VCDiepQ1xYOY/06amkb6ZemX7dHnK5HEgs3R4XQokxDE3Mo1jmNTgRiUQEpNwsMACErJ4mKDc3B4OwEYKrAeMunOih3aijWS8bQFULkTFHub0BOZ/JeO1OD8LRmI5bYRoYbMq35qAFtgmxNSjkD+q/XA+upxiynYBq3ksKRKej41OWZmsVQdQYrUw2NteM58a6NVu/ZJqDDdVSHtn0MfZ3trQxosTsC/gVocnEsUqlilg8LoWA0j8ZuGl9MrXvxeVzmJyc0ubJ7nRjdmpGxrHg0BBqNM/5AvAFwnC7/VIOVEsmq/8XEZlf4hfdOvQrvQIWAL/SH/+Le/HPBsCDVhqwTagFG5OpWnUlWPXoehYAtAXGjFpUwEa7LUMSGZfm6va78LndqHM2rm2Q49zv4uToSDd3AhBl4juffILz588jdZyS+arZ6Qh0K9UqiqWymOPIyCiOj0+wcm4FuXxOfb58z1KxAIetB4/bgXq5LNCem53HaSql86NLmYBPgxTPg05oys61ekWy85N2IXQxd/4KHP442j27pFjTd8vNR1t1aoVWsA0nEJA5SyA+mC3c77dh67bQrBTldlYEZqOhuq7X64fXx3ovndNt+Pwh+ENhNNttY/LilKdeD162GHXb8LqNVE/AUzCGDFqUhU3TL6/b/M7037JnWlOcOh25wulQJhCrDq26PE1yNg2iYKmgksuLAddrJfRaLZycHCOVPkW1Wh+8jw31elObpUw2g4mJCf25Wq1KjeAmhp9NrdlEPDaMxcUlExfas2ls4sqVq0oNcwWC8Hn88PoDsLn9A1ZvUsKsh7UCX9YKWAD8Za2sddx/1Qo8KwCbebsttFnL7JJF0VRU16QisTAmXHXbjCuW9EwAZthFpVwWgBXyBRmSyITZy8rMZhp+mgSMZkvgEGDgxSBPmW5otrNwCMHe/gGisTgaZJ8aoceaoxuBQFDMd3h4WMfzuJxwO2w4OtyF3+NBIZfHjdeu4+7dT+EPBpXp7Pd7nhivWLfMZjJUe3X+3Bjw/GlqGp9bBjwhdDksgfnHDjtqtYbMSYOESfUK0zVMdqrERgVjsJWniW6jjHopj1w+r/qoGWfYg8cXUN06EIyhUmsiHI7CNphmpJp5r496q2nA2u8VqLL1ipuZjnqCTe2X0j3B98z9TGbdabJly0jLBEnWbZUfzclRHWZPM2+7i2z6FEcHewgFAlId2KLFNqpcLiNDWzwa07keHR+jXm8gHIogEo6i3mxItudnxN/zc6W87fSY0Yh0ZM/OzWlusT8QRqfF9LIeyq0mJuZmsLC4LGOWwx+B0+M3Qw+t6Mp/1d9j68W/ewUsALa+IS/kCjwtAJshd4yDbMLWZY9uDR22CRGEu02xJrJL1iQZKfnEdCVdFmjVGwLig4M9SbGRSBiVcgn5fF7y8PHRgaTfYqGIublZscpQKIjUSUqZxZevXMWn91dxbnkFh8cnGE0mZSiKxqI4OjzSMSgf8/xYjyagF/MZBNwehIMhePw+HBwcCKj8fi9isQjSmVOlZ5UrFdUzacyiOzqfySIxHFO+8fTSedjcAdTpIHY4dKxmgzVPE4Hpj4TEArOpNEZG6LS2y2HcaNZgt3VQyByjXStLcmXvMAGs0ayjUCyjVK5iZv6cwIjr0ep1UavWJXPzmGS5lLbdXo/6koNkjTagWmfalw8+r0cgTUmZsrdGL5YrWgOuDTOuCWwammAz+drsWSbb5AaEGyT1AjscONzfQyQUlHrQalaxsb6BaDgqRv3w4WPEh4dxdHSMWq0uBaBYLA3kazvC4QjOn19BuVKF3WnH3sGhasbq7bbZEPD6cW7hHDr9LuZWFhWS4gtEMb14AZ7QEJzMnD7zZPECz+ZGWKz4hbxn/CGelAXAf4if2kt0zk8LtL9+yWev67NdlW1GjQbq5cJnGDDriG30GcbQ68r4FJZBypivyAbJghuNpiYQseZHAGAwBm/2ZFIEiddvvIaf/exnqumyLYhpTzPTU0/aXq5eew2lUgVjY2M4OD4RmFBipYs5myNgDiGTzhhHcKul+mYucwK304F4PI5QOCwmRxAt5HJwOGyqafJ8CFQelxtejxPZ7CkqxZIAneaupZUrqHZ68PgDaHU6qgMzCYvmI6/PK/f24eEhooGApGwyvXqtKjZdyJ3iaHcLY6MjmizEWEcaydLpFErlkmq58ZEkJqdnFV5Rb7bEckdHR3F6mkEwGFFbExk/pW3WnPlotXti43JKMx6SUi83QINYT9Z+JUu3TMgHPwtOgmKPrsPpUr81/79Ra+p8aIQr53N4sHoXh/u78HtdmJqcUg/w3/7Xv4XX50ehaCI6ycjpTOcxyHS5HgT+keSYHOhsQzpNp6UKxIaGUSwZQ9383ILYOr9HP/7xj3Hl6lXMLJzDpTe+idmlC9pwGQf3S/SXzrqUF2YFLAB+YT6KV/NEvigAK9OYzlmO0Ot3ZShiQAan/PSaZMCMjOTgd8qddTlzi8UivB63DEFslaHRqlKtqMeW/bXZbFogRMmZOc98JBIJ1UcJYulsBqOjI6qZUnI2fbJexGNxNJttpS4JCBoNSaVsZYqGQ2KyW5ubiAQDYuH57AkmxpIK2ZienRGrI2DOz84in8shkRhBOnuqII6Az4ft7U24XXb4PX7kclltBhaXLyBbrmFsYhJdm00O5WAgpNol5XJK12PJMcneZOu+QAB29jjbetjeeIz1B/cxNzMNp8cnAKVkzgxql4c10zpOUie4eu0aWh0bwpEoKrUqxscmNR6xUDLGp8PjIwzFh7Sh4fowhUoqNR3RnY4czmo3GtSeWcOmxB8MmNGLlWoZ1UrV9DeHQnC5+TkE4HF5VAenfJ86OgC9WtywHB0eIJvOYmNtXQasP37/faytb4jVnpymlL9tZgE7EA4EZSRjaEhiZATHx8f6HELRsPqmGYqi1ie2avX7KhPw+VQ19g6OMDEzj2//2z/H7PwiIskx444WCFtI/Greqb6cq7YA+MtZV+uoT7kCzwrAJhO4a9yybBtqN9CqV+Bi/bbZQpNj9pTwRKZr5t5Soi6XShhJDEtOJuOplsqSd8lYM6cnJq+538XO9o5u/sxh/sUvf4mbb72FYDAkECbgJJOjODo4xLXXrotVMX2JARsb65uYmplV/ymdy2SvIb6uVjW9qeihlMuhVMyJzV2/ehWFQh6x4SG115CljY2OIpPJCKB8QR8ePXyIyQkmZjXl8CVgcNTg7PQ0vP6QBiKMjI8jrzq2H+1WR4yaTC+ZGNE5cKNBiZ3sl9BxdLiDXDoFe68Np9OGocTwwJTWVZ8y2V6l0oA34EMwEoLbSabbRigcQa9nF5gvLJ9DuVzFyOgI8oWCNh9cI7JsxTuztmsD8sWijGOsxYZCYdXYKcvXqzXT50swjgTNpCa3Cy7mPDscyOcKCFDidrkEvNVaCR/98ueolosYH5vAwf6B2rK6hQIAACAASURBVJ7WN7fUZlWt1wTWfF+vxydpmW1K+/uH6stmPbjWqMk9zXNkJjTZPD/zVColxYLtSzxP/pkMmUx+fn4R+0cpzJ9bwfvf/ncYn50TQOsi+Ri4x5/yq249zVqB31gBC4CtL8XXugLPAsBKpyLwDsYDlvIZ1CtF+D1Oma0oepJhNWpl1UxZtw36/EpSIrvha+k85si/1Xv3MD8/L0cvmdXuzo7CJii/Hp+cYHJ8Qgx09f4qbt26JVczAyHY65oYGpIEe/78BaQIdslx/OM/fR/vf+vbAoJkMqnpRQTDpoxcdezubiPs8+HRo1WsLC8iOTKC/f09RIeG1FpDuZhgm88X1JYTCgVU06zX6mqNKpeKCvSIxWJIp04xnBgRUPhCIdQ0ZIGtQB29/+jomJh9tVLB0NCQgFczixt1tJsVbG+sod2s6vixeAThUBhHqRScDo8AjKlQM7MzYuV+f1D/hkJRVGtNHXdnbxcTE1Ni8Ay3sDlccn7TdJblBsfFmEcmVUEJZIrPbDa1GaASQQOWz+eBP+DD4fGhNgA0vnm9ZuSiz2tarwqFIoaH4qiU8zhNnyDo8+D2L2+r1r2zta3+33gigY3NLVS4ianVsbi4CPTMQAZJzwzd8HoQCoXgD/hlcMtkskox4/uS+Z4Vd6keBIMBgTcVEbVTMbLE5UF8bEp521euXcPShYtw0HnOdC/1QFsPawW+2ApYAPzF1s161XNagacFYLJYAij7aDuMJ6yR/dZhY8BElxnOA6mzy17YCvL5rNhi2BdEJpuVZMobP01OBOetzXVFPJKFEqgpUd5bfaRB8+++/c6T5KXVe6u4fPkyTk5SMiCxxjgymtDPyKhSJ2mcZrOqOc7OzoOzaaempuWu1nxb9NQzHAmHkGW7UbuJSimP4XhMYB+JxzA5NYWd3V2BJWVgmsH2d3fx5huvY3d3V4ESvH6e+/b2NpIjozJahaNRTWBiS1CuUDRxl8EADg4OZe7SIAaanVjjRA/Obh+7u5vY3d6A28Xe4bAGP8zOzSKTyyESiQuM6eJma9DQUBxur1/rw0hHOqK9PuOs3trexeK5FRwcpeANhBCOxMRMCWiUeSnxFksltQJRjq9XqjoPmt3IPmlMY9tQIjGk+nKhaDYuGpbg9uJw/0DrPTQ0rHM+t7yg3ugUpeRSAbtbe0iOTeDx+hqq7Nf2+JEt5JEYHhW4Npi2Bbv6hOPxGBr1mjZFdHxH1dfcFkDTOc+1JECPj4/r/ZiUdbC3h1gsipHEGLo2oNWHpOlrr72BP/r2n8IbicDu8cBld8HBz9lySz+nO8KrdRgLgF+tz/uFu9qnBWAaqZo1Tg5qoFbJy8hjJwfpNNUu4nS40G52UKvmUcin1I9bKpaRTFBqtCGXzal+GYmGBLp0AzOFam93Vw5dyqXpXBH1RkuuXhqZaKxi+AONSLzBbm9t6bhXrlzCxYsXccQaaGIU3//BB/izP/szHBweClzI8ihFM2GLN/d06gSlQk7DG1rNOsJBP2qVsmTu2FBcZiwC997evkYYVkpl1YMPDvY1hIF1XwIIj0Uw4SaEruHxiQm4mFJl58xgn9zLjHIcGh7G9u4OpmdmJLHT/ZzJnGI4GkOlXMDqvU91DErlhVxWYDkymkQkHBNTJhNlDVyjBFX67Iv9JxKjSI6NIRobxslpBu0+Jexx9Pp2sWOyRwIpz42KA2M6WdNmfZlxng9XVzE7O42jY45c9MloxbosXeBXr17F3t6emHMum8f09DSGh4ax+uAhPB4napUKGo2qGD4lebq6WatfffRYgOt2eZAvV7QJ4flwQ1IqlbW54WaIbJ+9xWx9MvL5qFhus9XURmU4MSRmzOdyA8A25umpaakgHM1YbzYxMz0nxn3n3j24Q2H8++99F0vLK8qYNg+LC79wN5gX/IQsAH7BP6CX/fSeBoA19L5aRa9VRbmQQa9ZUziDS4PpOT7PDFRoNThDtofjo120Wk2ZmZiryPdg2tQHH3yA8xdW5GQulVi7JJhXsLOzg2q9IfNQrd6U1Mu2IpIayqeMW6SBiyB8dHSI//yf/0asNJ3JYHJqGv80AGDWcilznkoiHpYRirVNbhDYn/zJR7fFgN+8cUNSONlnIknpNoBINIq7n95V/ZfTkSgnb21uaDNAoNjZ21YsJVkzAyoIVq+/8YY2DOOTk3Ja0xhWLlck41LWJjDz2A67TdOJOpRudzdxcnSozQcDNGamp1XvZI076A+pBsrUKLq49/f34XTaMTExjnanJXZLU9P84jJGJ6axvr2HZrOHufkltNp9vQfr6qPJMTnA2bvLOm42k8by0pJc3qnUkdqT2LfMHuTkWFLDE/j+rMMqsMPOerATB4cHipBcW3ssxjwUi2Fjc0OJYeVSBcdHx2Zik8tjNi+xYRQKJUnoHDjJ+jQd2Gwbo3mOQSr0ALBfmmVcnisZMc+Hmwwa7lirpqu9xQ3O2JjMZblCHtOz00gMJ6SihCIRpHI5zF+4gOmFJQQiMQQjEXgcHD5hgfDLfs96ntdnAfDzXE3rWM+8Ak8DwGRrjXIBzUIa7WpBfahy9JL5KvgCqNdrcgATtCj3Ulok62FsIjOdfX4vWrx5BlmnTKvPl/XASqmItcdrchP37U6srW/qprswv4DJiUkxQRl8BuEOszMzuHD+HNbX13Xzn5iYxN7+nmq18eEE5hcW9DtKmnRDN6tlpVoRYHrNhlzWly5ffpLdTParcX29Hu7cuYOZ2VlJ44yppBGJjLvZZHpUQ/GNZNfbmzu4cOGCXNmUTQm6ZOQHR0eqw1Jq5TFZwz1/7pwAZnt7C712R+dC+Z2snyYoSspsw1peWlZPLzcZtUpdGxSyP8rHBCe5hD1uzM/NIjqUQCwxDmeAagJB14tgIKrRh2SWvFZ+rsylrpZLSJ2eIpvPYXZ6Cjvbm1heXFAtOZvNolytqJ5NuXpublGZzgF/SJskgiM3BKzVMn6Tn+PhwYGMU/xs87k8tnZ20bOZNiYKImS+TPCq1hoqEXBTFo1GtCGjUYwKBc+NGyoCMDchlKlpVOMGgueeTI7pM5iZmUHAFxDDpiR/esp0s3OIxKKK+RyfnEJsfBLhkSRiY0n43D4N67Dk6Ge+DbyyL7AA+JX96F+MC/88AKYESBOP2llqJbRKWbSKaXQaVfWtmqxeM1CdAMx6L2/2vJFHI2ExT4IijarsRWVvL2ualF0fPlzVjVeGnNM0UienODo+wRs3b6HW5A14HKcnKUyMjwvMyMp4k75166YiIRk0wYhJThy6fu2aBi2wn5gAde7cCnb3dpGko/k0LebLmzsjFLPpFELBAObm5xQZyeOyB3h+bk7XeXh0qPAI1kIpUbN2TPCfm5tBsVRAIODDw4ePsDi/IPZNqZfrcIvnzU0G23sG83IpQ29tb4mN83x5Pg8fPFDdt1Fv4qOPbguQfF4XTo5PMJ6ceDJ5KZ/NaXNDtsfpTWTRlIQJ3mNjo5hbXIQvPIzE5BRyhZzMW/HoKPKlIsbGxpX6xTo4Ac3tdOIkdSw1gVJ8MjmCVOpYoMjwjEKppN5lqgcE80gkBr8vgHA0oghJKhCUtYeHhkxcptOB9bUtfPzJbQFkPl/E5vauAkDyhaJ6ounKJlPnRbBFiutP6Z6pWVwvl9Ml9YOfKb8nvD6WJ/hdHBtLqjWK4M3NTJ1BI6GQ2PfQUAzRcAS5YlFBKdwAlGotjM3NYfnaVVx97YZa2hTJaT2sFXiKFbAA+CkWyXrKl7cCvwuAWUVlG08pm0I5vY9+rag0KUqsbDnhjZN9nHT7EijJ5FirZB2TIEbmxFm4HMZgDFR2yc38OYM2yJo5AYcOZ8Y1NjttTExNotloS5qmJMnWFMqWrKN+5zt/rtezNixQTZ2oVsgB9DQ7ZfI5BENBc8OPRvHzn/0UoYDf9AY3G7j/6V1EIxEsLS9paAAZZqlYwtLyMgqDSEiCDEGXmRWZ9KnquR63Ew9W7+scCIQ0hJ2cnMi0RUAlC6dk7Q+G9UGp7kx2X6mIuVIuz5ymFOJBmXd19aHandgHzevkpoQARCmajuDToyP1FFPCjcciUhY46GE0OarNgMvjwfTSCuLJMeSKecSiwyiXWojFhzSGkDI5e4vp7J6amBDgktFyAhQBfH39MS5cOC/jW73ZEfgqD7rbV+290+4hMTqK27dvY0q14CENxOA5M40rGhvC97//TygUi9pM0IjG3x+fpATgnX4f9ZpJOOPGhuqF0sH8fq0PvwvcgFF94Brxv1x3/mxhYUFtRjw232tqnOef0mu5iZuemsLdu/eUB54YHsbD1cdYXdvAe3/2bXiiYfzFX/4lFhcW5dD+bE3YEqa/vHvIH/KRLQD+Q/70XoJz/20ArHnsjAxkRnCzilxqD5mjbaBVhcPWF9tk28nM7Jxu3KzzsV2IIRsEr6nJCTlY19fWVWOkmYkZzXzcX70vafnjO3cRjw8jfZqCw+FCp9fHp5/ew81bN8Uu6TSmG5nMjW0sbCP602//qY7PEYOMfmRt9pe//KWGLtBQRZDleROAyJbur97DyNCQpFbWq3/8k5/gjcGoQQ4NILATJHjT5wbiDDiHRhKq0TIS8+LFS3jwYFV132K+oHAPsvAA5VVNPvIo6IIbBYZtMN6RiV00PZHB7exsYySREHj0ewZ8Hq+toVgo6VpoSuJGhj+nGYtAxOsi86X5y+t0CcTpQJ+entT7zy/MY3J2DrGRUbTV7tOA2+NHIBRUmxYlZNZ3+dkyfSx9mkYkEkL69AQul0Pnz1o3wTKdy2ru8fLSOQ1q4PpxfCDZOY1pNJeRaRJIG80WtnZ29OdINIbDo2M8fvxY583ZxVwH9hDbnS6tDb8bVBkIwHyc5VLzZ7xOJorxOZSjuW5nM6AJvPwdIzw3NjbEwin1s77LjRLLE3xuo97SWErWnHkd24UMosND+E//4/+C7/7l97T+GgFpPawV+JwVsADY+mp8rSvwuQy4C3SZaFXNIXO4htOjXdTrFd3gg6GI/uWIAdZrySJpHCJIEZAO9nbFXhlEQWmaN2OCG2/Ejx4/1k15enYOW5tbijJknyszlD/55BPcvHkLp2Se0ZhYJG+0w8NxrG88wjvvfFMzbMk8a9WagJ9tQrwhszbbaDXFRPk+Ho8LJyeHyGdyqJFpc1hBpyNmzvPiawh6Z9fPc2TfMG/2dN1y8MC5c+dktiKD9cjMlFFdla1K6fQp3nnnHQE4GT2vjxIswzHoDiYgs7WJvc6U4Mk+M5k8VldXVetlnZTMluYtAk6339emhqCRy2bUl8u4xkQ0rg3I9MQ4ctm0NiSXLl3E9Nws/KEgkpNzOE7nMDY+jWq9IlbNDQr3T2Tb3MTw/Iv5nMCXBipeB1UBytUEzjt37mJ2dg75QhYXL17A/t6B6skcg8joS4Il5xvf/vgjSdtkl//tH7+P2BCl6wrS6YxMeAzJ0J87nBHs0HkrGrTNa6X07FTQCEGUTm/K2UrEcnMT4tfcZjL1M7bMDRKBl2tJQ5rf65OKoIxupxPD8WHJ2ZQrRhKjih1d39hEvljB3skxppcX8b/97/8HLl27qmOQEVMCtx7WCpytgAXA1nfha12B3wbAdDXbu31UM8c42biL4tEGbGgpbrFJeXliCoFwTOYfslumK40lkxqEwDacvd1t3UQZ2Uiplu/BmyZzfTl5h2ERTHZa36BhK45cvqAaMMGTjFmpWG22NFXlnp2dm8Hx8T6uXr0utkjQ7Xf7Sm7iuELKkWR5w6PDkl3ZczsUj6HTaiqditTz8dpjuavJrHgTp0mK58c6czqTNudYKiv/OF8sYHx8TJKz6s/lsuqxPB8aqtDrqF+XmxH23saH2ELDUXzGPU1g5WhERklSPuVUp92dbTDwmFGPvT4EVGzToemJAEJnMBl0td6UWY39yw4mhbHejg7GRxLwehyqDTOkJBILYX55ARMzyzjKFGB3MSQkjFw6g2qtjuHEqInobDTMLOBOU/L28fGBFAy2jXHjcP7SJfy/f/f36hfmOpOR0mBFJzS9yeyzVgALjWS7OzpnJnIRwHf3DpCcGFM4B9ePDNnhcqHb6UtO5uvYAkXgI7PmZ0dTHQNBzoxSHp/PMGr29dqYB25SrthGxe8UGTbPiSDNhePn43J7NP5RP+v2TA53s4W5mVm89dZNVMo1+CNhHJLxe7w4f+kyJqanMb+0iP7Au2AZtb7W284L8+YWAL8wH8XLfSJP43Y+kwl586zm0shuP0YzvYtePafwjUyxAKcniNhwUq0fDrdLqVAc40cgoinn3r1PVSelMYqMhoyYOcZ04tKotLiwgHv372NyahIbmzuqAWdzRbXClMsFGXPe/ea7ePTggfpAyYKTyQTqjSouXbwoAGPNmPdpAiNZ7OzsrHqLw7zpcgBCNCqHLXtgeWPn8/n/lHzpjmY7C0fn0ZFNeZd1SN7MeVNmHCRNR1NTE3jw4IHahAj4BKuFeUruToEqWSrB4fyF86pZkliRvfH8+P+2wTCEjY0tbUb4OsZVRiMx5HJ5pTqxzsmIS0rAbL8KRaLs2kK10lD6FiV9Saj9LkJBD2IBN1w2u5hfIjmEYCSAt997Hy2bB05fCA0OssjnNec3EAqr/7qQL8Ll4MjCFkaG41hbW1O7F4cisE975fx5fPijD1UPn52Zxf7+LiYnZ9RSxcSzTz9d1WAH9mnH4wncu39PQxhSqTRGx8bw6b1Pdd5Hxyl5AGRCg+2J7Mw15YaOZis6v8lECbTcpPBfvi+ZOssHLFPE4lENdeDnwX/5+VIy5zpw42TmLDv1+VOtiNOcRYmec4/7NikszKiempiSGatSqeHg6BDfeO89vPutP4Hdw7hMowxYD2sFLAC2vgNfyQo8DQDzOWc11E45hcLOQ2T21tCtluQarjSaiMRHVHccGZvQnFr2iI4ODUlaJMNlahNvunuKS5yUkScxklDtUPXL+QWBM0Hy/oNHWDl3ETu7+0p3CoYCg2lHM5K06Rzmc0dGKTXacG55WYxxanIGP/7wQ4EepVGyLDJPPgjyQ8NDkqdpMqKsTNbN8+F5nQEtWRdbjL7xjW/gpz/9KZaWlkwWcbMp1y17d2kSY22Ys3I53pCJS8bM5ITHy3p3Xu/58MGqar5k6wRgmtJyBPtoBAF/UKY1Rm2OjiQ1ru/SpSv45UcfK3KT2c5sRTo8Sj1hnd0uwaGHXo+xn5yZ24ff58T81ChcVCCGhpAcG4Y34MJrb70Nf2wMbn8U6dQx/B46vk8RoMPa79UYQ/Y+Hx0dYG52RpuQtY1NjRGkVMzrZv8zQTsYCGBvfxcT49MKGWEf8f7+kYxx3//gB4hGOcWITvcidnb2EQgGEYqE8Xh9Q21HZM7yDtioHDikIPD/+b1iWcDrcuvz4e8IumTGVBi46aG0TgWBAzlKhaLW0ef36/k09XEzIMYLmzYyvkHvMr+X3GRdvnyJo4t1vIWlRRnKMtkc3nzjTTxeW8etd97G1MqyAFjn4uH7W49XfQUsAH7VvwFf0fX/fgC2qe7HxKtauYTc0X2kN+6iV82j32wgmy4hlSnA6fVpcHqpWofb50MkFBAIbm5sSFom+LH9iDdL3pDpjmUM5e2PPpLce+HiRdy9+6l6PSk7b2/vIhKLS9qcnp6R6YZ1VoI1n0/gHB6KYWxsBDNMdirkMTqcxIcffqi6IduGCMA0ENH5S7bJa93Z3VGteGtrR6yXP6Psy7pjkcEO09OqNXPYA5nse++9h3/+4Q/VkkMG/nD1PiJRxmaaVizWI2nu4jnlMmkZt3704Yc4OT7G5csXtG4EZw6rJzN3eT1od/sCfSZSsYZJQ9PMzCz+8b/9k6RRqgLRSBwlucgrKJYqmhRUrbUk4bbpInc6UR9EYUb8bswnE1gaH8NoMgq7q4c3334P4dEZeIJx7Gyuw+twolgswx8MIHWawvjYOA72d1XD5poqCKPZFACzjs5NEx3pZKluj1dZ2Jy6NDk9LWbO9QuEQzI5ZbN5MdChxAi2t7ZxkjpFu9c17Vg2m4ZGcLOiCFBGcJL1e7wCT+VPM7+520OPmx+HywCwi+5onz4r1qmDAZ/ynbPZnOriLC9kTk9lSiMgc+NGYCWDpXGL06p4TWTCU9Ozyurm7xlecvPmTRnfcrkCPvn0UyTnZvHu+3+M5eVlydpn5/kV/RW03uYFXAELgF/AD+VlPKXfB8A0VPHm323UkD/aQWbnE9Ty+2hUSjja20e10tLsWo7/O3f+AoqVmm7SmmxUreD0NI1mnfGJHCXYeGJMOj451ji6f/7hP0tGvPH6DWUBrz58hE6nh93dPSwvr8iMRYCiY3kkOSI2xglClB+nJsextDAnBsqbbSwaF6BRYp2cnFJtM5U60Vxb3oAJwgSFe6sP1KPMoAw+t16ti1VWKiXJoG+8/oZqwtlsBtF4XK7b/YMDvH7jhnpoaV6iYYgATCmUzmky8H7X/D9v4pzyRKZMCZWTn9hfS+ZHc5NpheGc3raczcdHJwiGwto0tNs92OwOrD56pP7bo+NTAUq/b0epUtWUp1a7q1F/DQ3A6MHtAGaSI7h5aRnxoBPLyzOYWVqBOzqGtt2DRqUGu66vojow2S43HNwwcIBFrVaR6cnmcMppLkWA0n+pjJNUSrGRdqcb6UxOwM21zhdKAr56o4ldGqH8AdQ099eF7Z1dlKtVfQeUEEbXfK8rkKaCwLWnOYsyM81SBN5IOKzeYM1n7vdVS2ZdnWumwBENr7DJpMZ1Z0lidIQjKcnkW/B5fWi2O3K957JZ1eUpnZPVtpptnSuNbCwdzM3P6/v1/vvfUl54IBaHw+tGIpnUBkxzkB0OK7jjZbzhPeU1WQD8lAtlPe1ftwK/H4CBeqONTjGH7NY9HK3fRiGX0g2Uhije0IvFim6+HOF35eprqldyig8NM7PTM9jb28H6+obG9TEyksCi8YHHxxpcwBs6XbYff/yJpvlk8wVJsKnTDK5cvYaNjW1FSPb6XdWTmWjV67Vx+cJ5DX24fOkiPvn4E7XPsF7IsX9krpS5yXi4ETCg4kYqk8XPfvELza2lfCxnMQcGZNMy97AtiK04U1OTAgPeuDkbmHVNRjYyPpG9v4QFsi6alGgoI4sLBf0aysC6N2VrMUAAy+cWZbhqd9pyazMdiiBNIxRlUuYkE8Br1QYi0SE8erwmmTedzaHT7UtuzeWL8Hj9OM3l0YcdbY4Vsju0saGcm4hFsDI7ivMzSVw6N4eRySlMLF7ESb6mSUr9bkvrrBGOtTp2trcwOTGOzY111ZTZJ+0PhtRCRIBkrvY//MP/B483ALfPq9/tHxxKuje5zz1EwlHs7OxhdHwMDx8+RiaXxdT0DE7TGXM9tboynXm+PE8++DnwO8faL8sBBOF+p6f187o9qDdqUjo4s5hryBKC123kYeaskfnzuDpOr6v+552tLcWbck3OkrqYksU2JrrPp8anxJyHh4fUG/7X//Gv8dFHn4gR33jjTXT6wKXrV3Vt/A7bHHb1XlO2th6v5gpYAPxqfu5f+VX/LgDm79RGwqjE9D4KO6vY2/xUrTiUM5lMlM+VMDySUNjD5at0954iHI/j4dq62m4YbchwC8YrkiESBAh8BNhzK+fk8F17/Bhj42OSm5Wa1OoKdOgATo5P4PgoJbZcrpZUhyX75OzaxYUZLM5OwetyCSg//PFP8f777wsEWcvjWD4asQjECwvzoI92Z39PJqf9vUMsLi/hzt07mBif0kQfOm0ZM8kb79Liotgbi5CXrlySBL3+eA1+P/t7O0peIpjy+njzNwPrndocrG+sy9Clgfb+ADLZlMmYLhbVPkM2TvmbrJMRjux3Zu2TdVnFNdYbuHT5Cu7fX0Wt3kK1VhNr9/oCaPfYb83xi0CrwzpwV6oCg0UuL03h0sIEnL0mXn/zTcwsX0JwdArlck0tRkyNIstnKtTmxhqGeE1ra+rNTp2mVZvmhCoqBTSb3V99IPWh2emiTabt9gu0aHpqtTpKMGMACpPHqFQwcIMudvYLEzCr9boUAf25Wv0X0q7qrYM5v1QdfB6vsrkJ2NyocEPA9Y9Gw/o5ne1qY3K64CZbZ453u41Ou67rYjiJ3e5R/Z3hHKyvs+WMtfrx0XFd0/Vr1/U+a+truHb1uqT8YCSKlQvnFRLCjdbk7Iw2BaAUbnUmfeX3oxflDS0AflE+iZf8PH4fAGtebamE3P4j5PfuI3tygEw6q9QnAubR0bESj95995uSniljEixWLlzQNB22IpGFbKyvYyQxLGAlQ6VkSEZSbdQl4XIqEgGTjJrAy2MzNIJtM2RwZMvjkxOq8TF6kXNp/V43rl2+AFufI/ki+Ojjj3Ht2lXs7u5jdDQhNy1bXD69dw+jI6NqVSFL43SkQDCs3Ont3V3cfOsm/u7v/k79opx6xI3DUDwq9sUZtBcvXRQjtfU52CCv+/LoyIictRxKQCDjSL/V1Xvq5Z2cnNDEIxrGWE8NhsxUHrJeurEJwKcc4ZdKCYhlPOpDzJgTh6ggsBa8t3eAJtulbDa0u2bUYKXWkKuXbI+p25RjKe2yl3cyEcK7r19G3OfE1PQULt24BZsvCqeH83ZPpQ4wRpMmNcq2vM6D/X3JrjR+0Twn1tpsYeX8kuq8HCphc7qQSmewtHROz+Nz2PdLlksQJCjzcZrOCsgpPTeaDQEw6TRlaoIsv2um39YmKZoAzO8XZWiun+rAPc5cDtFqJtBsNRtix3qO3anvF6Mw1YLkcaNYyOnYNLUVSmUZubTZ6/f12XO4RLvZxsrKimTpSxcu6nfc6AwPJ7C5vYM3b91UXZmBJZevX1PKlzcYUpyq9Xg1V8AC4Ffzc38hrvosmYjSJuu31dND5A8e43TvIbLHR6hXmwIxtq5wTuvrb9xUDjGZGnsxmSMs5jExga3NTdVCedOlPMgbN13IvHmz51YD5ms13Yz39ul6MXdP5QAAIABJREFUNolanF704MFDXLh4CYeHx5ql++abN8WiTFB/Ec16FZcvnsd4ckQ1Yrqq2d7E9pl/82/+CJtbWxpmcJrJylDEeunjR48wPTeHsfEJsBWI70kplTnUZNHBgF+MLRIOyHXLm3GUbS6M36zXNLB+lkxpclJBFZcuXlagB9nwwd6Oen+5Lqy3konRBc0BCnRIh4IhGazohmavMAGm2WzKcUzZl/Vqu82JXK4oAxqNamxLYt2Yfar3H7BnOYR9maM03x5dG3uoGa7hwIXFaUQ8PVyan9SUqWtvvovR2WXA5VV8Jt+LQzEuXTyvCEtuALY3txQ/yZJBvljWebN3li5wJpARmCiFc8i9zxd8kmTFSUem57mLk9OUhko4nR4xXfZ21xl+0u/pOqtVSsZGzjUpZjY47XQ62+BxDeRlze2lw7yuuE2nyy6jFp/PYRVnTnz2QHNd6a62DYLJqWhwDRxup1gyryEcDqpEwvxxStt0vHOjR1MWwTsSi+ncOKeYaWuBSFh93tdeew3jUxNYuXzVSOYWCL8Q96Sv+iQsAP6qV9x6vycrcHazI7uqlQrI7tzD0eM7aOSy2N3Zxc6ukXE50WZiclqhDWSJx6dp3Ll7F1euXsVPf/oTXLx0CYcHh6pREmAJMGTMlInpMCaDodmH/5IBMV2KDOrcynm15Tx89FjStklBcuHatetqi+GQApqXctkUhoeiuHhhxeQqpzPKg97YWBdzZZAGmY/b4xM7Zmzj3v6BnNZj45P48U9+zP4U1YMZE8n6LiVMQgX7i0cToxrbx3OrVcsa8MAMaxqq6OweGRkV+2ULDhnsaepYNWFCyQRHFNZqcDjtKBUK+jP7iMl8eTw6gVkDpSmINVWCBvtq1a3DmmmXdVE/srkCypUqJqZnUKk2sLa2rtr60XFaQxYoQ9vsTtiddkwnh3BxcRxXFmfg6PUxu3QeIzOL8MeGAdiROjkWC3S7HHI/0yh27949LC4u4+HaYwE6r4uS8vDwqIAulU7JxUwGXiiUcX7lvDYczIlmmhfbwTjkgcpFU2Mn7QKyfLGk5DAap9hbrbQpcKPgFusN+LyahBQKBFXmoNmKUjqzv8Ve/T719NIxz75sxVb2aVwzMZ80x/H5mXRODmtu/rhZIdBzw9duNwXy3PjQgU7PAYGYYyQ5YpJ1Xs41Zs2bGdqv3bgBBwdgnKbh8fvxH/77v0B8aBh2F6Voiwm/ardHC4BftU/8BblegS/DDOh8btVRON7H3r0f4HjtITr1BrZ3DrB/dKybH5OZ2CLzV//pP+LK1SvY3j+Q7Mw67/Xr13D79kcCHIZakO2xfYdM7/H6mlgIA/QJPDRWPXz0CMVySY5VGmDUdlOty107MTmOjz/6SJGTPD5Bzu10IZM5kQlnKB6R7LiztYPzKytmoEG7qfYjOpizmZyAgedyeHyi0XyR2BAePnwoxkV3MeVYMiSOFmRsI4GXDIryJwcrrG88xn/4zneUUc3aJyM1WVNmqxUzkfXodwVaZJqsPxLgGBhCuZfubbb20Ix0lnXMDQNDKCShhoICck4PomzdaBEEWUeuKeDCKAsVtUixlpzNF8VY660uOh1mfNHq1MGV5VksTg7j3PwsAqEoFi5eQzw5iT4cMn2dnBwhMTKMYi4vpppJpyX5F8tlKQDc9EhinpmRQnF4eCR3MccxcqYvr5t1X64Vr5PXx5IAN1n8zChRE1BrjaaiPQm8NFSptWdgwqIU7nI64NS4x76+G2TDfLRabSND+4NyavN3lKYVzEG27GSvsFvfUY51ZItUOp3VZ0aQ5veLa0xwdzrMhCWWDvg9GBsdxbmlJTnZ2SqlYRdeL27euiUWP5JMYn5pGXuHh7rmuYVF3Hr3XSWPmRwubmOsx6uwAhYAvwqf8gt4jbyRMlCjzUSp00OUD9eRWr+DYjqDw8MDbG1tI53NiqkEfX688/a7eO2tt1DrtrG1sa5eTR7jTGamvEzGwhs3wa5Sr8r5/POf/VxslRItDVBsQGF9lnXQWHRIIEMpku0m169fR+r0WPVOSs2UJhnccXi4i6nJMd3M+fypyUnFEnL03f0Hq9oUFPIFlApmyACd2gT3bLGAUDAsGZwAR0n7TBLnVCTK58eHxzJStbtNJIYYi5nFCOcKz8+h2eCc3iXVOU+OOemHI/xqaouiQuByMee4KaDjubKdh6YwMjU+CCoe/ss0MBrZslnlVRMAKTenM1nBKQFweCghxcHn94l1MuAiVywpZrFYqmFr70AmNdZGyepGI36szI0h5HPhjVu3cP21txAdmRJ4063NCUiUz1mrpoGL13337l3Vspk5TTMVjXB8v3q9iXqzLXVgYXEBmxub6q1m+xYjOXnu/Kx9wYDWn73brF1zvCAHNhAI260u2l06oJkKZiI8ueGQsmB3oE9w5eCKflchJhVuQtxu2Fnv7eMJSMqYFQxKOTAjCm2aZez1+5VLzY0jBzBw6lOvw+0I2XTPDH4AxHwpyyeG44hGQ3Kxs3bOyMvl5XPwsOd4OCEz1uzcogJTjk9P4fJ68T987680Dao/YPQv4F9b65Se8wpYAPycF9Q63NOtgEkXAirVMlJbD3H6+BOc7m6K/XDGLFkkb+RMHeJIuCtXriM2Mgyn34tHqw803IAM5qzthBIlXbNnRp/E2KgmFRFMeXNkcAWlwXur92X2IQDNTM3I0cx4Rh7n6tXLcsPe+eSOZGIySMq55XIRIyPDciTPzc3i+PBAMZcE1NuffIQ3b95CNp1WPCKNT26XmUz0i9u3xZx47JGRpNgp6Rldx+w3pQmJ/cvcHIxPjGlYfSgUgI/RiK2m2ncUfXlyjGvXrgmAuQnod8jeegIBDk2oVstar+TImJzbBBGyOPbaMi6R9U0yNxrKytWKmDnrkZSAmZ1M4xjBkMYtM76wg1qjITZMqb5YqiIQimBn5wAn6TQcbg8WJ8cQCznxxo1rGJ+c1O8vXn5NDJhS9u7envqP+QgGA2oj+uijj8wGqUnm2FYACN3PjPCsVDn5yKOWq0ePHiEUDkk6p8pA9sj2qpGxpPpqWRem8arV7ijOkgyZx+v2u1pfAiGZsOrANJoJHE0utNvt1GaAnzOVA5ed5Qm3nkfXs93lkDcgomlSAVQqdTj5e7tdbW0mqa2m+jp1fKoNVEDYhx30cTwm5P5eWpzT8IqlhQXJ1fQc0Jk+OpZUDCd71ZnAtri0iMuXr+KXtz9GOl/A//lf/gtGxsZYxNZmwjxM3dp6vHwrYAHwy/eZvvBXJEc0tedeD5nsMTLbqzh49Clu/+THamXZOzzQ7YY3O8qUs1Mz+N5f/TXqnRby5SKKuYIGHLBNiSB2Nq2G04PoOJ6YnMCde58qZ5iyLdOrCM7M+M3kcjJvXbhwWf3AvDEGgwa4282Gemk/un1b+b58DV296bSRg1nPvHjhAo6PDhXKQYDJ0/jk8Srq0WF3CvDfefubGvCwtrkhVzNrweVSBXNzczIR8XezMzO4c+cOnE4zJpEzaQ8PmIM8hnwmi1AobGqCfeDmrTdRLHJEX1D15YWBOYsjEnkjDwYZpcjn2pDLZAUWBAhuILiQNCDxGthSxZ5h8TYxQrNRIEO1wSHWT7WAYE6DFFnb9Mwc7t17oD5d1okfra+jw3YeGzAU8eLGa1dw7fprSI6PY3xyBv0+j8NB9TUzNrJSkYxMSf8nP/6pUskqtZrUCbaSsc2I4SBHx0eqo5/1GxMkyXZZc6eawHXkmEa2fnHaUiaTU0gIZW3Gd3LTwOviMjBQg+uh4QqDXGgj6fa1YWEZgbKz+oErdbmpWcN1ul1ottsy5lGeH4rHxZAbrZakbjHrQbwlGTSdz1w7yc92O8pUU/wBxGNRVCtFjCSG5MKnOvEG+4A7HQwlhpHOpJAYSoillyslPHzwAOdWVnBwmEUiOaY//7u/+p6UBn5+hGFeifV4+VbAAuCX7zN9oa+IN0nW4/qNNsq5LDLrP8f9T+9gZ2sDR4fHMj6Vy2z/cAz6NMN47ep1zM7NIzoUxSd370i6TSSGdbNmDyzH7ZE9EbSYXMV64Y0bN7DPgfCTk8hkM2IvHEG3v3+gAIfp2Vn1enKKEY01BFuacPw+SqJVyac8fiZzqhsnWTDTnBjryD5c3mzZy0pDUTAclslm7fGaQGQ8OYGqjjGFH3z/AwEQzV6sDxJoeFy6rj+5c1fzay9cuCjQ83icaLUacNgcYnU0al27ckWgQreuz+PCuXPLkl4nJybEbj1u9ib7DDiT4bLFSpOfmMzURLvZEntkmw2BQJOX2AfbbMpZTHZGNs8/U64laFIOZVgEwTOVysr0xvqv0+VRaw7l436/hfmZSUxPjqnP2Q47rl57HU43Zyfv4zSTE7jTzEYWy3OmlEy3M6VcKgNM/aI5jRsFSuxMwlLLUK8n8KXTmQ+lW4Ezj/04ODySTEtpnBsZSvLMY+aa9m30ULOrx7BFMmD2XMvh3GF/MRmwSZ9i+hUlelvXTEoiGHJdWK/lMZknTRDnd4oMnN8RHpXnxFo9Sx98LlUQXqNq0+2miah0ODAxNopKuaj39fi8GE4k8OaNNxTWwjGJp+kTLMzNKa6TWdysP0ciCTnTF5fPweb14C/+5/8J/cEsYzPR2GLCL/TN7QucnAXAX2DRrJd8sRVQ2xEYD9hFv97C8fYmPv7g/8b+7q7Ad29/T4YrBtkTVOiXuXDpEqYmJjWYPpPLwOa046OPPlasIaVF9tOSSb7x5pu6EVMe/MUvfqHRhMyFZogHc35ZT+YwArqT+Rz2wNK1zF7hy5cpPUfwox/+SK0yTD5S5m8mgyaHwnvZ13qg/mIauo4OD5QBTFd1ppCXeWll5Tx++MMfyvHKzOel5WXdyNmuYiTPmCReSqu82bPuWSqTpQa0Hqzbbm2tqVWIvTisg3OTwWui6eqtt15Hu0UQK4s9U1Jm6xMZIuXys6xo5gwTOMh0qQYU83n4fRyKUFWuNVukuLZUDiTR2s2IQYItNxpkqCOjYwqcoFO5VKppncjUyVxpqDo4OEI47EMsGsZr166g0azjO//dv1eSGc1dm9u7ipQslIpyOW9v74jtErCYPkZTk8Pl1pQoBp/oPIslbSJoNqNhi3Vq9jdzY0BzEqVzGqLIdAnaDF0hoBN42ebDuc/qWGbb0UC5NTK08UW7OQtY37226ruKpiTwwqR8sR7MWMqz+jGleeVKy+HMuMq+nifw7nX1flJyuAELhrTJIYRzLf1erzKlKXM3qnW9H5O7mI41PpbEcDyO0/Sxjuv2uCSlk9FT8mfv+2vX34CX4xnPn8elN96gsDEQoC0A/mJ3nhf3VRYAv7ifzUt3ZppUo+ECXdSLJWze+QV2H/0C+zt72NnekYxHQKyUq2i3mhp2wLmr7773Ht5+5xvK46XpaXp6SlGTvBn+7Gc/U7sMa8pMozqTMKv1msbuEaDocE4mxzWVhjNqCU7qO81kxU7JYshydna2cGHlvJytTG2i/Gwm6dgFIAzrf++b3xT79Xk9cls/Wt/A8sqKQJ5sl4Dx9ttv63UcI0jGRCZ8mkoLKAnCrAVmsnkcHh9jLDkmNsoJQfNzMwLCSqmi2i8du5RMCSKNehW9bhsL8/OYm59VjZKMtlgqaBPC5xN3ODSArC0WjUm2dbucOodqmYEjWdVjyXpN3dTERhIYlSctt3kJlVpdbVzsW/b5TYAHGTUd0dxCkfmz5hkfiuHqxfOSdr/1rW/D7wtIFj7lfGCnW1nNlJgnp6bx4OEjHB2d4PKVK3jw2ORPM6TCtP30JX+HwlEBHTck/DnldV4DBztwN0agZhDKzs6uau0EcgIhPz9+Zj2bkaDPANiwYJvKBWYEoQobT7KXWeNtNw14a7NWrZowDuZoc6gGbNoE8PtlgmT62jzxHFInJwbQezwepK70Oi30OX2J9XmHHcnRhIZnbG5u4bXXbsi3MDKakIOerVrq3S4XNYDi4YOHyrXmsIxcroTXb7yO4bExvP/n34E/HtP5WAz4pbsl0jmvb5b1sFbgS18BAjBbNZh6VMyl8ckHf4ft+5/KnUvTEVt36OSlHEdHMKVUmp7efe9dTMxMKnqRX1eyOrI1StE8JsMzmMhExnqWAUyjC1tVeGNcXX2A0cSIJEyaiyhfks1RTqXszJt8PB6TbEhgYS8tE6ZY1yUws3+WrIcmpqtXruD+vXu4eP68ZMzHm5vKkSaY3b93X4aeP/mT93WDJtATWMh+KT+TiRGUaVDizZ83ek6AouxL89M//eAHuHBhRXVrup+5Fmnd6Hvm/MZHVaukmYuBF6PJhCb5MAyCAwDORu0dMzUsFNL7MS2LAFXI5QXADIjgeTMB7KzGylQnxSpSwq5UUK4y8MMlIKzWTTuTKquDujeZOx/cEIyNJLByfkUqwMVLl9WeUyhxUMYc/p//+rcIhsz7cWPAnGn2W2/v7onlUnqlOW5jfUNqgECPcrvTrXOjJB6NxbRZaHfpTM+JvXNdzgDaJHR1xei7IHDbiYr6HhAc2YJEQCZjptNKoRoEZqcJ4Gg32tpcUA3guTM7mmyYCglleKoX/J5RviY7Zj2aYM81ExNuNAXAmubkcmozwZ5ibtA4g5nAT6l7fnZOxjh+HozfpFP6NHWi7zF7pFmjj0RjasOisSwRH8a5lUu49t4fYfb8is7RMmJ96beor/wNLAD+ypf81XxD7fPYusPeyWoFd375AX7yj3+L7YebknzJftmSwRtpmKEJbAfx+/HH7/8x5hZm4fA6dKPijY6HOtjbRzKZNADabGF1dRUjnFrTpLRbhtvrVuThg/sPZXBiXXg4nhAoD48mVcdjSIeJqqThKgSf14Xj40M9n1Iob/isDedzOU3rCflNrCXBjAlObC+5/cnHcrZyuMMPfvAD1Y5v3bql3GmyOdY0aRwaSSS1WeAN9/HjR/jud7+r6MqzQArWplk/zQ7akJipnBwZQZ/GnXhMAJzNnCodi20wrJGfW2GvaR6zczMDMxrbZqCgCgaE0GjF9SKT5j90S/PaHjx4oHYlsl3WJAkQfJABkt3RpayoyAbrxNwwMeAC8AfDppWqVhWjp0oxOhzXmtz8xtuSWSkT+0NRZPMlPHqwhm7fLgBmu9DG5hZisbjGQJpyQV2Gp92dPSWB5UpFgTCHRrCuTwf6m2++iZ/+9Geq8ROIuXEhE6bsTJc0wU417UYDfdZ72aMrh72p8fY7XYGgAVgDzARf1s65waDcTzA9c02T7fLnNIbRZMdNEmvxVA0okZ/V16kYsATC4BZuFgi2rkHIxxlb5hqz3YzqyNmoSE5OmpxIYngorlICDX/HR0egoY76EDdODPNAB0iOz+DGn3wLS5cv6ftoPV6+FbAA+OX7TF+4K5Lpqmfyd1u1Jo4e3cEHf/9/KRQjky7rJkaw4g3z4GAfbqdbN7P52RnceP11TMxMoN1rK3qRd1s+9/HDB1hcWFQdkQyM84A5oP0XP/+5ZM5itSwJOhyOKkXJ7w8i6AsizXGClPTsdhlpmAes8I5QkEN/JG2SYRLECRDsQ324+lA3Xr/PY2pxNhuuXr2KbC4riZYJTLMzc/jRhz+UhPm//s3f4O///u8V/EGJlzdPRkhSUmWCF+VFYwwr4OjwUHVg5lHTaUvZk07aUDCA7a1NzTu+ePEi8tm0MqQ561dGMA9Tqg5gt3NT01T0JoGY4EEGJXbX6ep8yPDpnmabDs+f3Toay8ec64AXpWIJJ6kT1cvp+GVrEMFPmcqwyxRn+nscYtqHJ0doMsjEbsfVS5dQLhbwzjffw+zCvGY0F8t1HJ+kUS4TdHcwNjaOtY0NBaBQWeAgib3dfTMJiIlSjbpSo7gB4bl63D7VlSu1qmryjKpkPzXbq9ij7Pd7pSxwY8HNF4GVn1XPZkD3TILmZ8yNhxp6+B3sdwSkTBmjNC3mCxPCcfbg+fB9fP6A1o/Ml1ndDFAxLJTHIeM1qWZcT9aO+dm6HDY9nxsFPrj5YoWd5YylpUVtEliL/6vv/qWCVs4tL6vM0ajVcJI6RqlcQrXRkBFwOJbA5Rtv4cLNb2jiFNfaerx8K2AB8Mv3mb5YV0RJTje/vsIQ9ne2ce9H/4Dd9XsoVko42D9RndCwmq4AJujzIRGP4cLKCiKJ2P/P3psHR36f551vH+gLaDTu+wYGmBnOyTl406JESZa1smzZlm0lcSTZOZ11FCWpSpVTu0ns7Hr9x1alktrYazvOWik7azvSWpZsWhIpiaR4zEFy7hkcg/sG+kADfaDR3Vuf59sYUo5cjkqkNMPpVrGgwfTxO3q+z/d93ud9Hjt15rRt72zZytKyeqRUeFRd586dt4cefkjAAU2IwAmbSWhUesn0K+mHQrdS5QDWiJyYP4UKZFNAL5LFm8qSudDu7k6bnJoyRpqouJsaGuzWrXFV1yygKI95T3KF+XvGb/CrPk6c4QSe1c1SvO47YnHe7e3tOkdEN1Sc0IwIx1jseS9AGqr7ytVrdviBw6pw4/FNUZpNqsTXRfc2NsSspbVZxhKzszOaTZ6ZnRFND3Xe3dWtxR4ACNQERd9SEQIQMACobxmJwrELpS5CLnrkjOSwqYAmxsuaa8WIEhsY2gXKN87mXGCCx2PbmF/k99TDLO0VdN0Jrh87dMj6UfZuxG1qas5298oKzOB8zXyWyed13jAH83PzYgN4b8IrEFThm43YClqdWWIADmpc/t1zc6reaRvkchndO74vVNIcExU7aCg6uFTU+XEPfB5nSwmA8hqf/81+8D4As6mj1w4LA0vBZ6IPgFZHh4BmAUU5mwMZyBQK2qhtbKxrY7XfxSuXi9ro8DuOCfYEKpr84YGBPuvu7FRrIhars5HBIc109/T2OJOYjXW9L3PhpFE1tbRaY3uXPfqBD1iwNqoNg3tUhVh31wL3vR1NFYC/t+tXffVfdwUq4Kt+2U7WpsZv2Gtf/5Kde+kly+1mJTwp7ZVVGbDAQdvFamttqK/Xzpw5bSNHxkSVouRdW1mxudk5BTNgSgH1R1ABdPDMzLT6urV1tRotYu6U/FgM9gHUkQOjiguErnSq5wZVh/wdQhuAeWJy0h46e8au37guGhCKc21lVYYWUN1UWgcOjGrxBdyprFFpU8UCslSxqKk15rxX0EwtoAHg4Y4FAMjQIZHQRoJFuq4uJsDBNOTsQw/b1atX1HsmJxhwbIk12tz8jIClta1Z1RHWlbGGen3GoUMH7fr1a06NG66V0AvAamttE0XKAA8iNMAI4HPjQNuaj0UQBrAw1pPZ2Zb/MeDh1nmP4gupdGEDnNtUyRLYUyYTqtqZL6YaJe4R1fCRIw9IcBZPpiy1nbPZuSVbWd+QWAov7414QrPXzEvj8U1licCL64ySmONm9rVY2rPdQtFSWyltBDh36HEU0FwTikEnfvIqWlEAixq6kk7E6+WCFQhQqjr6mrzgvaKoe5TN6ACojss0exVDCPWNBaVf1HtdxamM3jG2lFTavA8bKJgDXiuDkJ0dHQuPvd2cmwmufDbCrmKhIDo9HAnZ4dGDVtjN6nxrIyEbHhyy7r5utRfYjKBXIAKSdKr+4RE78/gTVtfWbl48zCshE+7mVKvhv27ZuVf+vgrA98qdulePsyLxK+LZu5W2b734Dbv8/DM2Pz9na+urcr7SWFIJgQx9urI11tfZY2dP26FDY9YzPCiKl9eykNGTY2aWsQ+oWERNjLkcO3bU/IGA+rpYNwLQKKQ72jsEevOLS9bZ0eGoXjJ+yeHNZbVQA/xUiiy85AVTETN+RI+zkMtr7AXQgw4FDQaHhiQKoi8M0BN0AMg8/PBDokvZGNAHZsF++eWXlaBDehEiscaGBhvo6xedDkV99foNnX99LGa3JyZ1Trwn6VD4T7sovpyZhzlWfJ/T1kdcot8nAdMbF1/TZgBgRuHMefBeVOy8r4RN5bLobhROsAPQ8YiTYA6o2tgAJFMJ9cOhQbk+9D8VAbi+KeDjz8Wiuz+KAZSCGbvGgOZcO7u67MzZ0zo/XyBky6sbNjUzb+FaWIl58/qDNjM3a+WyVxseKlkAHuChDcD9QnQF6NYE/QqLQFyHAhp6l40DgM1GYq9Y0OaJ3jTMguvvEv23KxEUo0ZUqlD5/H/5Q5fL+izGftyYMKpokxMW90mgWoky5G8Zp8Kkhe+ZYgtL5Qq1zM9dqcYRVfEawF0PAXFZQM5mgmvT1dEpOt/v99pQ/4CViwWL1obFpIiR6OqUgn1oeFhuXpmdvHlrAvbw449bY0+3BWrr5NzmLcvf680i+F5dD6rH/W1XoArA1S/EO3sFUOVgfp9J28r8nH31z75k1159waamb9+h7vh75mKZ/0Wp2t7SYAO93faRH/2I1Tc1ymyfODuq0A2oQQzzA0H1fVtaW+6M9kBfMscKrYwRPj7EUKqstFgqQpNSFQIIiH9YxAVY9TGJZPYrl1Qyqc+guqHXh1oXIDx+4rhAi58vv/KKjY6N2XPPPWunTp1WAtOP//jHJL4i3m9ocFCAAHjQ42aMiZGqw4cPG+9PxX3t2lUpX1Ev37h5Q9m/ACkzwICH2xzkNR6lcw4GJOohZYg+NeKwfD7rZk/DYfXAETmhFIaSBwQYCwIs+vr6Baz1sQbRsdDpHAcAw5wqDAXey1TnGheTepf+aKASdu8XBc1MMAYYpATRxwWYoN3bO9qtq6vDHnroIUtsbdt2dtfSO3mbnnHJU8z9JlNpibQ2NzZFOaMy5vrCRqASn5qakuJ6t1hQ5bu2umZln0cbr630jkIPMMQggALwZAMAjb5Py1Id40zFe+qD9seQfG5u2NmSol6WHYyz8/TVqGoVXe1zM9GAMecVCIUrVbXz1ebBdeNJ/D0VNyporp82JsJHJ7zDR5rKtpDN6b7tFXetPlJrbW3Nuq/DQ4OiyVdXViUCZDOV3tqx5rZ284ci9tCTT1iUVkZN0Mzjk9HJnUfVlfKaxLmXAAAgAElEQVSdXbO+j+9eBeDv48W+Hz/KVbdFS6yt2De/8id28flv2NrSiuspUmkWMNCncHF0YKlcsDNnTtqxo4dVPUTrY6rK6BnS34QiRcDEgkevjsWbkHtM/huaGuUfjaAIdydsA6k6qZpZTKdvT4sm5Xf0dfv7+wSEk5NTmi0en5jQ3Ob66ppmjllgAelDhw5bMOLAGlDo7u2RrzHzvCvLy6qmMY7YN8HAWpBxlsHBIUPNDP1M4lBtKCyqlGOEKiZ5ByU3/c2tFIYe2CQW7dDomN24cd0mJm6pl81cMSANkAIivd1dNsXozlbSmpoabHCgX5nCzDZDoYIQgMB+VccGQnGMAVexecoeAQlVMVQ27w0tClAAHNwXKnoqYKpOKj5AgGu+nc0rlhC6H/cq7gf0LS5W9KSJ2/MHQnbtxoRl88wEx62wR+x9WWNIvHeKPOCdHflh89lYL7IZoHdNP3hxeUmbBcCUhCPOB8DmenEN6IfTs2Vz4nKbnd83vVbe38ULVgBY879eHSNBDDwQb0FjO4vLgnrxnAcgyz0G6hD6cc4APPdSfs7EZlbUzyjMeT7fEzchLKLkjn8z13Ggr1diwu30ln6Pqr+vv0c9fjAURoVNIm5oD5992FHQpbI99t6nLBCNWktHl661lV2wxJ24wioAv2uW0ioAv2tu5d15IlQZpPpsLszaH33ut+zlrz8r/11cf6BRWagYLWEMp1goWW1d2GINIfubf/NvWG0kKjvDzc0NqUUBTtS7UJVUP4ARPsgszFDRFD3M2LIwUqlKNbu9I6tIFnFEPSzMgOwLL7woZSrVL2pmwIbsX+jfxliD6N54Im4DfX3W2NxkHZ2dorTxmQaQsIKk97eytKTjQB3MZoINAeeDAIcc24V5xEZFa2poUoITblTQ4qQYITyrq0eAs6bxpQWOHaVtqWy5Qk4KbNKVoEhZ+HGLmofGLRWtt7vbmU54y5ohZXQHKpZFHAUvfXLAHmEVx0dgPCIzxrAaGptdFF+03nw1PkslU1rcN1bXBLxUvpyDIvpKJdHehB8AVswtb2e4jh5LbqVFwwL00PK4PxEa0dDQbBuJLasJ1dnswpKERWWPTzaSJCEB9gAcjAY0MtedawGIca6AbgLTjwqtzHVmM8SoD+0FgI5qU9Uu1SzVJ78se8Q4ODOMNwHYVcJu1MjjdT7R0L2MI/E0XkuAgsa1PB6r8foq1S9Jw86TXFaVZQIsCtooOBGYU1XvK6N1CGX3XDZAOGEdO3zErl+7qu81/Wi0AnIqy+A13SwmY2hwyIKBkB0YPWi5UskOHj9h7X295vHVVPIYKvTzW3VYd+c/9+pRfZdXoArA3+UFqz79u7sCLIiFbNbGL1+0//a537bl2duWzeSUhKSUGq9XoiD6j1CBtbVhy+bS9sQTj9n73vd+UaiIhaamCIivkWlDYywmoKM3h7lERztpPkmLMCKztKQRFWhOLZDmkYiqp7dfAi0WPhZARqAASKrPBx98UMCbzVD17ll9HcYWEbkUHRgesSvXrum1nMvT73+/zPOxvqSPB+V84vgJW1lZlsc0VTcVHWpX9Q6LJQFhX2+/3KigazHKaG1vsdVVzBcatDgD1LXhiI6BHmmhCED4VCUxj0w/EfEQGxUMQ6jMNjfwaM5rs4CIiSqPfjMgKdCuVM1UaaWi67Wigg7X1oluBpypmulZqzL0ePS+AAyjSbJ1rJhPIOQiUJ7NxHZu1+bnF21vryQXJxKOGhobbGhwwI4dPWo+f8CKHkIMyra2mbD5hSVFCGLkQfAF95N7D/XKNQCsaBXQqwf0YTI4PkaOME7ZVx4LMLHtLDJWxagQFPGeE4gVqIprRVdzXxytImpF3wHRyzhi+TwCSfXHQcxK3xeXKjYv6iczYrRLjzbs1PvlkhX29u64drGR2w8q4rP37SrZVPEXnBujV8GAX1Ga9NmZwaYPTegH96M2FBF78tDpM9rQPfGe95inJmj9I6PW2d9vwbpa5351p/d7x4+y6sfx3S1Bd/WzqwB8V9+ee//goO3o/Z775rN29dzzllxfkwm/ImtJeoE29RA0QDJP2FLJuL3//U/bU+99rxXLLPApm5ubsfn5eWtvd85P169eVzVE9Qso0n8lbYbwBd5zfW1TQAe4IrRCdHTt+nX7ofe8RzTi+PiEwImqE+D8kQ9/2F566SWLb8atrb1Ni3B/X6/dnpoSzcki/773P203b9y0I0ePKKuY0gl6GjChLwvl7QvU2MGxMRldMIqEiIvzIkKPhffs6dP26vnzos7J5aXCvXLpDfX/MOugv4lTVVNTs+1k0hJSIThjgcYEQnGGzJcGa3Td2Kx4jWtEfCNxiKsCFpTLvAfg097W7ERuBMunt602Wmc1wYCVva73Tc+VawmNq01INmPLi0sSRQGMPDh/AI6fiKkw2Uil0/LvbmptU4XMuFZHW7udOH7cmtvbbXUjYaWy1wplj83OLdvaBvaVBTt95rTo+6XlZV03KmAUzlxz3h/MJIuYTQfjZhlVvF7dZ0aIqGxhNvYKu2I+ODHAEUodVTLvAQBTLLJ5kNmG6GHXQ9VssKeszZn6umVTBU5FC63MPeU9AVYo+32RGHnPbIi47tDcgCyv0XXReJPrMfP3bHK2kkl9F9gYNjXWW3xzQ0K+urqwvu/dnV0W8tXIJvPEqVPW1NlpgbqYspVjLW3mqampAG1V8Xzvr4J/9RlUAfjdfHd/gOfGQoRQZTebs/jqor3+0jfsxsWXbX56Sqb9ud09jRexmDEfDH0JwDQ0xbQIfuwnfsI6u7ulkmbuc3Jy3Pn9lkoys2eBBoBqAj71727cvKVqhlGazY2E3peqB1WzMmQrgfWDQ4NaPJmLhe4FeBByYbSBHzWOTLlsxoaGBu3W+C1RyYwdoWKWaCmb1e+IJqRKBESouKGVmeVk0YaORflKMMPm+oYqHgIlbt28ad29vQIZMnABOXq/VKCojKFkOQeOr7urU0IhqmEn8sH0341C5TI7EoVBw87OTQs0oTGpRqmi5eIV39Sf06mENi0s41xXeuqYPdCXpi/LzK/Gf7weARcVO20BHoAQ9P/+rLTyfT08P2LpnaztaPbWp01KW0urnTpxUnOtbR3k2daoD3x9YtKCwagEXNvZbGWcq6yNi+jiivczymoJoEolw8ebURtoYhTwjKbRM6aShGFARFYqO0U0x4gAjftCBc+1BQjZIOl/qoBdPrBT2jv1M89h8yEqnhCI+nq1OBD3MTqk3jZJUwjwsEdV9nRBffrtrbQAfL+ChjGgetdN8nh0PFxTt4EpaXNBROH2VkrnwghYW2urNTc0aWyrd3DADj34oPlDLv6xJhyhQV0B4GrD9we4jL3jH10F4Hf8Et+fH6DeXMlje7mcjV+5aF/+o/9ipVzacjtpm19EKLWhyoXFCuqUdCE5TfnNnnz8SXv6Ax+QqoVxndV1FMS7im7j+Z0d7Rbf3BRQRetrbWc7o0B5AJ2KA1ChmgWwEBbRr0RwQ8DAwOCAaGN6yK5XG7XFxSXr7kZQtWStLS0CBnJbX3jxRVWpKIuJNaSKRo2MoIpxGwwxoMIRZrH48xp6lbfGxxVyD8iTH0zEopbREpF+PsXrUZkRmYjAjNfzBGaIob4BCDkvQcnW1NhaharGPlPzogEsEJ2oiJ4wZRwUcD6T1yYCkGhra3eioZ20QDuR2FQ1zsYEtyv6xIxtEW6PYYdES9o0lTQbTL+Z10mAZWVdk3CEDYDJpGJdcYN1ltrasYXFBW0wjh09JmHa6NioraxvWq5QtLIvZH/xF89arKFFvV0odxzIuB7MF/O+/H++C5w4LmX0g9koMIbE7xV1zLFo3McBKvaWbxpgOGAFCLkPgDhU9Vtt7vm9bDkVdO+csaDpfT6PrikbKtTqopB9frUC2PhQRUN1a3ba61WlHQk5VbwiCCv9Z2UqV+hsQBsVvBiJ0p7Anc1lMr6pz4Qm7+/r11jcA8dPCIA7BgbswMHDEl15+Ucgevz+XDvup7OuAvD9dLe/j+dawBC/6LVMctPmJl+zl772ZVtdxEjDJeRgO8gIB0BGX1ZmBUFC0X321HveY6fpsRZLdnt6WjGFOBoxS8noEQYdt6dnNI5ClY3SGCvGS1euCni2d3DLymuRpOKlyl1ZXRMtzaIJVQm1u7G+IUcskoOoeunT5XdzqmJJAnr2uefsvU8/LUDAmQowohqWuf7QkHPfqq0VpUxFxzgSlPbszKzAfXFp0Y4eOaoKCGBktri7p8ti9dFK/B8VVa0Uyqy3VN1UWiz0bB4Q+ACYjOTQU8bUg/dtb2vRuWHaAWBzLiz+bGIoAaHdoUYRSAWCLOjEDaaVCQxIYV6B57Cq30hE708kHrS8KFjFE+44RymUwhUXKZTkzD4zLrOTzVsmk7NEygUVMEbECBj2isMjQ7aV2bGFlTVrbOq0116/ZrFYs23E4wJH3Kuam5ukOqfqRkHOZ6e20zY0PGQzMzPaGFDBo8KGASFkAQCWSjuXVXXJOe4/YDP2PaFdvOOe/mpfCQ6oIuACAHlQ4QLGVNUItKhKEWFRAZew7axQ17yvgioY59qhMjdtGjAhQXSHmMz953ym95XUfKeOHjtq165dEWhT8fJZAvtg0E6dPWv+moA9+sgjdvjECatraLJAuNa8EoORxHSnzfxt/2qrPljfx0Xs+/BRVQD+Plzk+/EjClTA+bKllufsm1/5Izv3rW/Y/NySKpQaf0AmDC7wPCoAaaaCy+2Imv2ZT/ysXKQYXqE6fPWVV1QRtrY0WXNLk+ZkoQdXVlYFuIi3cBCamZtTLw4wRGkLVQxQUe2RD3z16jV74MgDAkSEWdCBVJjM+zY3Nlouty21NbOvUKlf+MIX7G/97U+pCodmfuyxRyVCAiA4bkCYny+++KIWaRKXqLyXl5c0TsNiy7gVVTNCIFy1olFozz0peIM1Qevq7pJimWqLnvbIgSHbWI/bhQvndfwHDoxpVpS/Z6wJBTSVFBWZgEGVYEmJS7XhkBTNsrYMBkWfJpKbAnG8hsPBgO1WKk6Pzyd/ZTe65FTlztbRrfz5QsGpfqV8dkInwKFQcD1mvz+o56S2EHNtqS977PhxjWR19nQoGjC1nbX5+Q3bLXisWPTIAtTZR+5ac0uLlOvcCzZEjI4xK5zdzclWEiqdNgOMx/rGqgWCPoE0AIe7s3q0VJPQ5vRgfb47wirlLZPFLMFWUfQ7IMtrAG6oaVHMZP4WdqWGLheKYibC4YiFAwH143nufgAE35UsmxL6w1DgRCb6fbZLfxw6Go9pr1e2nJoVNlMrYns7pflvZ7YS1fvVNzTY0Oio/eRPfVw517WxBvP4/FZi1Avhm+E5/e2P/ci6KgC/u1bTKgC/u+7nXXE2ynQtl2xvO2/Xz79kX/nT37epiZsKcte8KXSfLyAVLL09VM1bBNvX+GXo/573PWWH8EQmhL1UEuBhaIDYCDCrb3SpPFRoa2ub8nqGXlxeXVXvFdMLKhdAFHBmlpYeMFQgoAjgASrE/jFbLIOK+joL1vjtlVdetq7OToXAI8oJhiMaQSI+D9CGooY6xbGKB1WwFnwq1ZqgzCmOHj1ily5fVjXHtYCCpjpFBQvl2dzSaK0trTo3KGIqULf4B9TXDofrtLj39fapeuf4ZOqh/nPUero7pdCGJt3ezmhRh/oVhV82+UOz4HNM9M0RK7HJSCY2RWc3xtxYltfjk3BMeb8eRnLKoq0FTLhAZRFAeUSzA8qMZbEByWQLlkxs2RYq5QxGI1CmHjt27JgcsRqa680frLFkmtEpRG9zGn0CqABR3Lig9LEGJcOZfGEsHqONTc4TfM9V3to8hUK2sbmKbYaqYY0J1TjnKjYIqnQJ8iAQQTO7Ad0XN/7mFNQy3PDS7y+4WEEJsZxVJc5UbjbarIDpStAFbsBAANjOWasokR1WlhyDTDjYmNBKoCcvP203R8xcN5sjJ5Ijh7pN1qJ8PhNLXr/PHnrkUfvoxz5mY4cOy4jFF4y4uEcd13cWXTmzy6oT9F2xwL2NB1EF4LfxYlbfyvU5WchZbAs7WXvpL75sF1951m7cuCJPZECDUZn6aL0WLPxzmakFZBrr662ppcn+p5/4cYvW10lFTK+Xqm4DNyX8d4MBa2lrFu2MOGh/RpSIOzJlAQuoQcZamLOkr0p1h+kEizRVIwsqVDIqafqdMsRo77CbN2+oAhwdPWgvv/ySnT59Wj1leRVHiT3MV+wZN0QvsvhDR7IBgLKlr4hTF8KajfimQAmjBYCf4xkeGJQohwhBzDOoaoik45jS22TcMpqF0tblyx4+dEj9QPrYOHsBhqmtpKpGQBLaFzDgGBB6hQNBidBwhAIx1b8tlQQICL14HSpcgInnA9CMEgFEASrDsrNRZFOBkIuKFzDi9SiVS9RmFXp0Zydn2ztZqZvpJXPMHV0dGkk6evyIrW3ifkX1mrHlpbjFGpttaWVZGwnGb/DjnpyctKbWFo1l0acHGHcY0YnQW06pn84GaWVl0XYL0OfOVUwbB747+8psn0/XY2trW5u7fXEUgLw/woRynGqeSpn/uPhEEkILo2auIf+45NKPGIlDlMY1i0Xr70QQYqTB91dzwRiA8B2nN10BYJ7LtUJcx7Wmfw0AM2LGGBlUe6whZh//xCfswx/5MYu2tDlE5YtA9es8Mr9j63efkq5WwO+uVbYKwO+u+/mDPZvK3KWoS8IXtlJ27ivP2LmXn7PzF89ZIe+sGVnsWlvbLI+r0V7B5fFG6621sckyu1l75Icet6PHjzkv5vyubW9tSQ1MEEOAymg7JfDFvYpZUYCQgIDJiSkBciKV1GgPkXxQsTdv3lRkIYBLZdMQa7DBikgGUJ1fmBcIskDTi0XlS8IRVeOHfuRDdu7cOTty5IgoU15LlQb1i4cvNDHqWdTaLMzQpoAalVFTS7PN3J4WsHGOUNADA72WSm7KkIGVlw0AdOcP//AHbWLipvX0dOm9DgwPW3d3j3V2dNmly5dkldnb060qCjEWlSTHzrgRVDIVMdeGai4UCuhYqMB2c3lZVjKmhBHHdjolL2VctPZ9uNmYUIWjlqbihtp1WbvOGANQkh9z3rlSIYPaSmc0z53FvSoa1Zzv4SOH5UMdi0WtvqnBInUx89fU28WL160uGpM4jc0EIiwAGEezxeVlASqfCSOR3c3bgZFRVfEcADakwaBfBhq0Bzgnp5B2yUxObY+lpF/UNUDMhovfy6VKVX1Bla0qWsUH+o2uL4YjpAy50AZXKQPs/OR3gC1jQgC26OuagFofbODYkDCnu0cFvMssdlD+2rh78VwqcTYy6BTYFKYSCfk+v+ep99pPfeJnrb1v0LxeJ/oCfDWP/JYq984/ZIHzt/eDq9qsH+wy93Z+ehWA386reb+/V2UF0UylFW1lasL+39/+Dbs9ecuW15e1YDMDiciFnhyVIQAcDgYlaunr7bEzjz5sh08cteRWUrRdSYEAa+qhFvJ5VZLEwDmgCcndCjAEIMYnJlXVMUqE3zMUJt7EVNoszFSZVKSAwNjomPqDLNKLC4vq8YpKleOfRws9FDCLKVXN1O0pVcnYSFJ5onBlkQZYMY2ANi0Wy/I9xsAhueXGh9KpLdlkQh0n4wl5Aa+sLMknmIJndXlZwEd/EBBgA4AnNCxCR3unDEDa2ztkvYjXshTJ0LjplM7HRTO2iUJHcbvffwRU85msjmk/Dxcx0/aOG6FBbEZ/XcYWewWBDRUg4BWNktAU0XgTlSluUVSu+CazA6BvzOfi340YayOetBQCrnDIDoyM2OjYiEVidRaNNdnKypbtFfwaDcNikrnf/J6b04WF4L1Ql9dHY6KmqbCpINfW12xweMjGx2/J75qgCRzDAFKuO5sWvmf06zk25fDm8gJL2VIW6b87AKZvjtLeeTy7fjEVKVWql8hK6GaymGXU4Xq5nDR9ZF7H+2PUwXfWqc/LErXh0rbNyJTXjY6hjua709TYpPtEy8Tj81g0UisVNKrxf/Wrv2oDQyMWiNZXgPdNtfN/B8D7v/iryuL7fb15F5x/FYDfBTfxrjmF/eSjYlEV2sLNS/a5//s/2MStcSmT6dmql1YsClwxhqBvSTVINup7n36fHTlx1HzBgEAVwRCglGXulRnKmoCqTyodAJOxo56+XkskE+p1QkMj6GKRBTy7unvs2Wef04jR0NCw+ows7sQVYowBxQigsngzSjM8NKzRIRbTfctBZoSpmunjogA+fuyYXbt2TYpqKhwAGsoZlbVmXREakf86OGDLK0vW19sr+pzjA/S5BqlUQufB57ABQf0MGESjtcpDhqMnrg9xFSDO8SMOYlaa4+L3jGIxWwotyzEwhkSKEMBGf7JUdGEFUPs4ZQHMVOs72W3LKcS+rGulvimexpWYQs4JKh2QQliFPSiCLSpUj9cnUIvURsU0IEYqFMs2s7Aq5yvo876eThscGbLhA8Pm8QVtdTVtG+tpVcB//swzAi/uGcKrucUFqZunZ2YlIoNxoAdKLx1al2rTXSeU2E7ZzeaBDQsWozwX9gMaXi5XXjffS7uAe8BsN2yEh1ncyvgR1L76v1TKFQCmz4wKmplj5nnZDHJNqHL5nrIxqRSiTuy155TqGdTmgHvQqcDZxLBB4DxIXaLfD6MQi9RZV3unfeijH7UPfuQj1tDWZh4/vWp2e5Web6XK3f+cO1Xu/i/umn/k1QN5O69AFYDfzqt5v79XBYBZKKn8zj37p/bMF/5QM6GZ7I4MDjA1aIhG5QqE5y5+uVTCZ86eseFDI9bV2+UM+EsueaaQ27VicVdVMCb29A+pzugFkshz5fo1a+/ssNWVZS3WLLosjrg8oUCOhOuU2wv4oDiGWgUcAQ8WeNytFNgAtbhXFOhAXaMkRpHNPK+rcokFLIjOxg96O70jYABw29o77I1Ll2XVCFBCix89eljmIfS3GbUizengwcN26dLr1t3T41ygshkbHRlWj5AKiaobX2c2I9gakjBEtc97UqlTQfNIb29phhTBVqy+ziIhKFSz7bRjDQhoABTIAkYJTUUOICWSaamPUdyKJvVDs+7IWAK6F79prgv3SeBCulDBzboyNsbYElQrvU9AjDEyUooW11KWKZRk4dncFJNbWEd3u+UA73LIVpaTtr6ZENOAmGgjEbfjJ0/axTde1/vQ72U+mHvTUF+v57W2t4utoCqGKlY16XWUcyDg1NjcLwBZZhsIqYgCDAbElrCBY/PhmImixtju2FECvKiWMSIhktBfIxaGc+Y5XEOuG+dfyBekmsbtap/y5l7tcGw72xbAmGNnR4YvVNFs5nhdrCGqzRQq7lhtvf2Dv/8P7ODJk9Y1OGjh2oZKsAL0838PwG8teL+Nbv6OHPX9vujc2+dfBeB7+/7dXUdfWSBYSBObm/b8F//AFm/fslsz8zY5OWH5DAt83lqbmy2fcSb8rc0NolQff/wx+8BHP2wln5vHhE4ETHPbVL9blkpsihZE5BRtiNnM9LT1Dwzgvy/1KtT0Tjqlypsql2GOzo5Ou3rlmirBre20PJqnp2/bE088ocUe5ypoRcAWOhv3KHlX7+IrHL7jU8xIFJ8DrQv1mE6mBWr0MhVvJxVuwLa2M6pqqZhDwYD5/W70iP4x/WnmeBEpDQ8Pyq6SGeTFhXkFs2MOQprS/PysKjyARVWa36c5WMQ7szPzqmbLRRTRhA4UrT5ap/NuaWq2+lhYOcLROirUPYs1NaiHW9/QqAp2B8VyTdhKqhahVP2W2U6rCmZj5JylspbLZNVzhjEgoQoleCAY0jkCaB7cqOin0isNhu3a+KzFs3uW3IxbQzRiT3/gaTtx6qStrW1YLgtNHLG5hRXR8ziBEeXY2NIiRiEUjtwRyBUKeanc4+ubVssmrSIwg2qG0udaUMnSl2Xjs68JBmx5MFLE9eHB72ShuYtauiQAFrBVerq0QlQBe9xIEv1z7jHVshdF9N6enMziG3GQWzPIGmGq9JyppOlPg+BUzYyj8d6KcpRxyY61tJD2lLXjR0/Yv/w3v2IdA/0WqIuav+xGqZxF15uN3+80+3tHE/1WOrpKSd9d6973cDRVAP4eLl71pX/pClREWCzSW4mEvfbcn9p//b3fttVkWv3KPWYgo1FVCrWhkLU0Npnfa6q4fuRHPmQ9B4dt8MCIKhiMJ1QZhuhF7lhic0OjIlQo4dqIAIgFfLNSGR0YPWDXr15Rv/XmjRvW3NgsYZFC5zFkwBe5vV20K6CLmhpDB3qB5NJevnxZFahLNqrVuA6LZ1Nzk3ydV9fWKtT0ni0tEETglNR4VJ84cUwV4sTklHV1dwvAAYLm5kZFG5LFu7m+KRUs4Ewk3dWrl9UrxIpSRg0trdbe3qaqGLEYBhudqIrb2uzq1auqggENepBtrfSPvXK3ooID2EWdBlBH+y1AhmylGpSwzO+zSLhWVRzKZURUXBsqQ6pmKcHpkW+lLZPBxASlb1HALEGZwCYrVbRMM7JZVZ8ImBByrSZ2bCWREUPQ39Nl/QN99uDpB/V5pZLPuruH7OrVcYsnk1KcX71+w7oxTrl8WbO/VKrOvatFVSP3nsqQc0LpzP1DWIfzFwplrgOgyvwxTAibDSpaZ77BZsglZTmvZmeq4XdhvZVEJI/5vX4BMIAbqsQ0ArA8j94vJiaqttl0lEpyLKP614hWxeSDzRpUOd9JCd7YANS49gmUBBsVxs0++elfsB/7+McVMWg4XZVcBe4O6E0Q/ssY+204WwXgd+VyWwXgd+Vt/QGdVGWRoBc2Pztjz33+9+zFZ5+x+bVNR98Rvh6LSS2KEKu1scFS8YSNjRywD//oh63vgYPmZf62sKeqGDqU1xT2dlVRl/dcdYGCV1aKlUWS2V/SklCbMm7E8+jpYpTB6JLGovZKopERP9EPZqzn9vRtBdKzyNPTvX7jhnq20J5QiUYduaYAACAASURBVIsLC/bEk0/aM1/9io0cGLVr165bb0+fsnhZcHkNAQZHjz3gqubaOtlUkjXc29ejHvGJ4w/ahfPnbXBgwNbXNmxgsN9mZm4LnOljwwJwTfbBmr404iw2CIywdPf16TrQt0XM09nZYQuLs05QVCxqXIsoRNZ8qi8qbMxAQGYoesCTao2ND2s9bl9Qpqz8gQD9zYI2AOtyuErZ+tqaFfd21cdkAwK4UP2SKQzty3lqBheI2WOsp8Ym55Ztfi2lUSY+48DIsI0cGLbWjnYJjbq6h+zcq6/bOvaUiLkCjINF7eb4hMCS8TG0AX19PTY1OSGQJpyC64vYCsob8RZVt+wjPV5VlyRfcW6IyGQkopAGNj9BMQi4ZkEH03+nWr8DwFTBfuchrv6wIaLyC4ih4hFcySKzYmsJ6PL5lMgSYjEWhke331H5Sm/a3pbiGfEXCmiex/dh7PBh+xe//Ms2PDpmHoRgZWaO2Vy8uSH4Af1rrX7sXXAFqgB8F9yEd80hVCpgFu6N1WX7/f/467YyO2mXbjB+EjJPyc2Z7gEmtWFVwVCg7W2tdvzYcXv/T37MwlB0Pq96b6pepZgt28baqst0ZS41s62eKOb49Hehi1nISUWicoOOxW2JSoY8XQAjWu/AmUAB+qpHjhwVxZzaSijOkIQmKib6yxwjf6b3C0hCcW8kk7a8uGJdnV2qPusiGDXk5XSENSZVEdUcVRt0+MkTJ+35F5631pY2a25qsZWlZdHWLNShSFCV7/DQkOhmjofKi5llTCZ6uru0iDP/jDBoaGjAamoCYgSoyrq62gWobCJkLhGKWG1tVGrlhliT+QLkB1PpEgTgsxq/Vz1yANzj2bPmllblEm9srBkxg0oU2s2ZR2ryjFoF2DYCMojnqCKp+LEQpUpkBhYzEjZRtXVRm1/ZUBVcKHltbWVZmcCHHzhojzz2mO3sZC2Vztq5cxeso7NHSUrbmYx1dfbKa7ujs0sRi1Tx0PncD+4B9xWw1UYD+0f5QJuzj6zMLkMBK5e3YtzBWJbLDQ6IygZEFdAh8HTe0RJryY2tRqBbLjrLShgLABh6m3AQRGauz817mHQKbCC4vzAKCLTQCtAf5r7Sp64JMCLnZpH5nvYPDtkvfuYzduL0GWtuR8EO3BMG8abZBp9Rfdy/V6AKwPfvvX/7z7wCwDKnSMTtS3/wm3b7xiWbnF6QSQIgpXGQ3V1ra242v0Z+zLo7O+1nPv5xaz84apG6elGiCi2H6sznBR7QnQA3D8wTAN3liu/yvhPVrfGb9tijj9rkxIQWdBSp9ER7evvs9sy0FmtUzRzHwvyCRFaYaPDnjo52m749JRqRipJFnEWaqhhB0CyjShtxO3nypERbkVBEizoVD5m9UNFelK1Qwo1N6hmygaBylfLWvDYxcdsi0ToZcTD6gqvWbj6jeMGuzo7KBiVoAwN98sHGicpl/dbKecsF0Jc1P6v5XOwriRcMhKyltV1K4jR+xR6PpTM7Cn4o5HMSDLHM+7XwO0UwojNi+eR5zFhNOiU3MjY/tAQwQKEaTqYS6pfDHmjjUVunXrEAuFi0umi9La1vWr7kt8mpWT2Ha3n8+DE7deaMqORXXr1oXn+NtbZ0WDyVtsXlVVWThC2MHTpkr7/+huh8ACyVJIghKpMOgb3XZ7ndnPkq1C9OXXw3qNCpTPk8R/3WaNPBxgtamuuG8I9jVTxhhZ1RD1gVLwBcY6WiSz7iCQAwAjisI6U2rzhqaZaYzSOpTGn6/0FdD5TcCNr4e0awYC1WVpckumttbrWzDz9m/8uv/GvbI9AhGtM5OwB+E3SrAPz2L0P30jtWAfheult3+7FWRiaYP52eGLdzz/+pff0rX7JUfEdAB00IANdFwrabzVos6tyummKoRH/ROg6OWVCVJWMyAENJQizC5F+7eMGGBgYEqPmcEztBzVKJ3Lp1S3GBjQ31dv7CecUEUt2MHhi1umitLS0u6bn9A70SP42Njdr4+KT6sfhG93T3SlxVtqLER1ShUMPQ1hcvvG7+YNC6enssvpmwhx96yL75/DeV/oPoB5AAPKAUCaJHGTww0K/+NBV22eNV+AHU7fz8shU9ZM0WZKLR1tpi2WzaWluabbC3X4t/JBTSsTLzy7GzEaAyJlShhqAALA7roqpKUXWTBwyNDvLXBMMWRPFMZm6BNCUXLoChBlUfc9iMMoXCAQuHgzIg2dxcl6GIKOfttCw8t+KblkwmBGZUjzuZbfOUPZqbhhEQDez1qa+foa/f2GrL65u2urYpSvrosWManeK6NjS12Re+8CfmIfvWT+ZzVK2DhaUlfSbHynVi3hlaP5VK6t5S/UMjowfYK+1pBAp2A3cv8MulJHkEnoBfPJ4QXc5mik0RY0D0sBVJqA2Qx6VR+X0C5YC/Rt8zAj44Z2dIxfx3SAC8n3xU3CvJ71nWknUo3Ld1nPyEcqcapjpHS8D2JoI+IZO1Y0eO2Kd//u/bY+99ykrQ3RW7SUxE3vqoAvDdvqi9s8dXBeB39vreN+8ueq9SZdDX3VhZsv/0G79uN6+8Zqn4tjU2N1li01V+9NjUP5SitGAnjx2xJ5942k5/8ANWQoqqLNq8VL5QmoQXzE1P2VYiqXi/AmNJa84ViUrk2tVrCm9YXVtWtQlt2tXRKeX1Qw+fFUhPjI9bb2+3eqSEMhxQT9e9Dmq1WCwoyShSGzIWXRS8jBOVyz5raW/TiA4jTdCeZOQSPk/Vhf/xxOSEHTx40OYWFlX1osImwhCaNxiutdm5eYEuMYwA8uq6M/1QZKOSeVD2QnPW2gMHDyp0or2lWQrdpsZm0dWNTTFrbWuXUxMLf2PFkWt1dUljOTLPqK3TtYMKZ2NAtQwwMwrD/2csi2vp8ZXFKMAi8H7Ks8X+cq8g/20oaNTZJEBh1sG1AcD385j5DK4zY1eZ/K5tJpLyhDZvjY1PTNnpM2ft6fe/VyYe6e1dXcutdNa2M3lr6+iy+cVFVdAwEnMLC5phRlQnq9BwRPQ/GyiAFKDHc5lqm80H9xJ63s39emTEwkXkesK8qOLdK9jubk4bGKIq9Si5Chd1PdeDBxuMQA3KahKjAHoU214Jqfg7rh7VPywBnxMMM7tbtoC/EvxQ41dsIowE4B+LRiubm1r7O5/+O3b69FnrHRm2PdoAQT6TZkoVgO+bRfF/4ESrAPw/cJGqT/nrr4CyVwlBL5VtN5e1N86/Yr/2K//CMqlNC/hCtp3ZMbx0oQOhOJsbGkRFd3a22mBvl5196D124qmnLJ3NKTaPBZBxGsIKcpm0Td66Ydn0tkIHgpGAzBoACM3uFgp2+cpl29xY14wule3ayorsLemDHjw4ZrdvT9vaGi5WrVLyrhKV19Bok1NTNjw8pL/v7aX3WqN8YJyZWHifffZ5++jHflzGGIw+UX7V1UZFlUI1Hjp0yJaWoR0bJTDK5vLW1NgoxfUrr54T5cjCe/PWhK2sbVjJ47X0Ts4y2bwqLvYbXDrmlOPxVevqaLKRgUF7+NSDFoFG3d6xBmZ960LW1zcg5TZJS6LQo1Fr7yDmDlrZ2VAKTEjWKZdVlfFcwilQD8dijZodzuUZM0qp0iROUIxDkcACMnUz+kxeK0ez4p6trizZ+tqqs+DEN5lMY9TRe+T9+gX89D6v3ZjQBmr04CEbGRly13k1aR4vWbtBuz0zb61tHbYDVVwsarxsmRQkPxF8Xkul0ncsQamEXUJUrVgFKH0MM6jAMQbhXBFdyZMZ+8wA5imYckDTu/lgaQn4HTnAVMtU0RUTGL4ztCDImVYcIS4ejBTxfpVWx77fNNdHVS7z1tow0Uf2So2Pexajb9DgQZ/f+gb67Ieeesp+5uM/a709/eYNBazIyJeU6XzGtycdVSvgv35teTc/owrA7+a7+304t7eGngPA7PG3t1L28vPfsOf+4vM2OzEu0woWT8aPEEIhBsIzF7VtOOix0aE++9jP/6L8cVmkEMbIHjGbs51U0r753Ndsc23ZThw7LkoakwMqX8IWoBiJ60P4RJU4NTklVbFmNktlq49iYbiuZKLz58/ZAw8cdnF9FaoXta1sBCO1GusBDKF9Edukt3e0gGMJiXhLyUTyJg6pimJuFxDgc6iCT50+azOzswIuYua+/Gd/bh2d3ap4F5YWbWlp1Yper/qgZQ+Uatm8Pp8Wc/qW+d20NdbXWjaVlkjtgbExO3LokPl9Zt3dnRaN1omq3dvbVWXXP9Bvme3tOyERPb29GoGpq4uqUgQY6NnST6YYJgPYuTNR3TG/igdxWSYg+8ENO9tbUkWT3IRJRyqZVMWPOKtc4hoU1KNHrU28IC3kUtln+ULZllZWLJFM2dmHH7a2tiYbGBq0xcVNiycy+rzZ2XnZMMZTCaMTOz0zozEejhdrS75LVLJEMH7r5RdVobOBUM89HFYPnI0ZYMxjH4RpUYh+rhiEIL7TCBM0daWPi3La9Xxdz5v55tpIWPPa+h0VMYYdsqJ088YosFHss2GQfoG+MbamAb+ez/1gQ4YjWxljGb/P+gcH7NN/9xfsgx/8kIVCtVb21SjliJuo2V9d97f4PuMDXX3ct1egCsD37a1/e078OwFwdjttz3z5i/bSN/7cpm7eUE8zRJD6Tkb9XOYvG+sbDOOFaMRrJ48dtk//y1/TogggGSHs2axEQBO3btjCzLTVeE1e0IcPHpTPNL7MNxBItbmxGxZlqFKlJMUTqoIB+4F+Aht2tFA+cOSwaGF5B1dSc+bn5lRhra9vyCcZahral1Qe3uOrX33Wzpw5Yysra+pZ0u9lwSVMAJCHer586bIW6IGhYXlQA3wA9eDwiBVLHrtw8XXRmXML9IA9thZPWjK1pREhBR3k8wLgUIjEnh2Bn7dctlBN0DoAsr4eO3b4kM3NTtuJ4ydsJ5NWWhF0MbaJMh7xUFxR+TJ2VBRYoeLmM5yKuaS+aWtrs7KRU7hf4etMvF65pJGdhflZbXxidVHRu3qUyxpPmpmZsmR8ozIfndEYD6AaCITMPH5LJHcENCiaqYCbW2LW2d1tPh/jWh3ahFy/cdOGD4xZPJmw11+7ZI1NTTY7P28D/QOWEI2d1TFj7fnVr33VOrtRnJe12WKzst/jxZaSByDJvYQWpuqlipXrVSUe0kUWQpcXVQHz9/zkl1w3KngFPbgOsdTWvBegDy3Pd1DmGgQ7ZLOq1KHG6cmzEVGalzKH9ywghX7JPvPZz9rHfvrjUv1T9dLCKPHm5Px6EXu5EaQ7plZVAH57FqJ79F2qAHyP3ri75bDfCsD7PeDk+ppdu/SavfD1L9v0+A1bXlrVyIpsD3BP8vssjLOS12tHDg3Yhz/0Qes6/JCVgyFVXblsRsIYMnQnx2/Z3O1Jm5+dtq6ODtG+0MpQ0SzMjKxQjQG2t27dkCqY/igjNFRCW6mkHTt+zGbn5qy3r1uAd+XKVSUKRaMornOic3mQ60o1yqzv+NSkesCjo2OqqG/dvKWFm/zWjXhcKuvDhw6LsmYDQLXW0dVtr756ToYaS8vLMl1obm61tfVNmXTMLizbiVOn7Osvfsvyu66iBixQOzOOBHD7fChqg4o3ZDyqjv+fTNhgd4edPn3Krlx6wzq7umnYWqw+JsXxpUtv2EB/nzU2NOn4m5piokuh4BG/sblgwyD1MBnBewWdOyNAUMfhUEQJSQiLoPwBqdq6ejmDZbbS8mGmV89myIGdi0Ck95nN7Ip2LpX9em8o+MbmZjt56qi1tLVZIpGxg4dIPkrZ1avXrbmt3fKFgr3w/Lesv7/fxienlIwFTR5rbNT7M9PMbDf088bmujPbUGjEmxSzAJhe7J6jnDHpEGVeCVug1QFrwXs5fUJlDInXyYDDgS49X9gZhFMoreW/7Sd0wgTCKPGltkYMxmxxEEtOl0hFhYwSHUYE85LDo2P2v/0fv2aNnZ0WCIcrEYcYXkoA7cIsoM+rAHy3LF8/8OOoAvAP/Bbc2wewD8D7IiyqDUw0tpMb9sU//j175YWvWyadc+IZn09VW1NDTAtdc6zeenva7ad/+met59CDVoCW3StYLgv1W7AL5y/Y9SuX5HXc0two1yfZV7Y2ywaSaEDAl17e/Ny8epOoUG9P3ZZRA4vq5SuXbGhw0IZHhu3ChfPKl+3p6VG0ISMtGn8hLziVksAqUlcnu0vo2jcuXbKHTj+kkPkvfelL1tbaKlUxFVoml7Oxg2Oiv3v7em1ocMhuTUyqmuUY2Rw89/Vv2omTp6W4ltiIeeCNuGV2d21+CXEZ87e7tkv0H/1zbBDpVZINq1hEjCE8FqsLWcBrunZdnZ3yf2bzAmXe3d0hu0tGjPr6e9UCaEaV7fFYJOJmdukbd/V0WkdrpwRPzOFubG5aW3u7KGPOh1hDBEkKIdjesfXNTduESQiHBcAb6ys2O+1mcwFJ4g0111oyK5bM8Eihd55XdnLUBof77dTp07a0vG51dU0Wj6c1irSTzUm4dOHiG0qRWo9vasMDWKJ2RkCHgQn3loqXcSiqTCpPermaz/WSxpQXMDIXDFC6AI1dCeg4PsCS45OYypXBLhkJow16vpXUKwgXVOCaFcYFC5e22jp9Nt9ZgH8/eQswZuOFWxjsB5sWZ31JUrLHPvk3fs5+8qd/2uo72q0mHNK90wbA8eXm8fhc/1ofXqGjqxXwvb0Afo9HXwXg7/EC3u8vfysAAyLi/Mwstb5qv/sbv27XXj9vOylyY3OqaosFxFVhFyVnZTt96qT93X/4S1ZT32yZXejTPdsr5DUeBCW6lUzaxvqqpZJxe88PPSlwm52bcdnC2ZwEVqhmqWauX78qAH7ggQdULc2R39sYs+WlJVUwXd0dNj4+Lko8Wltr3V1dGmE6MHLAJibGLRqLabFE0auM12DQGusbbWZmpgI8GDYE1S89/MADAg2EQlSTzOkiRhqfmJA7FpUoi/nt6Tmrr29Q4k9NKGKzi0uK8IOKRtTEwkw/1+XQEjCwZ56SRzToznZa/ef6+pCltxKihwkNoEfO+QLEPi92iT6L1tZZAWq2bJbLOCU2VTUAAR09ODggFXChWFDIQ32sQUYSdbF66+zsUpXMZ2NiQiJUU0urFTDfyOUsmdi0pcU5VeQAIiNb5B67qD+PQDe/W1TFTHWb2y3Y0PCgnTp1yhaWlq21pdvqok125doNATD+z4WiyR87GA7JZpONgPnNMrkd5RfXRuivem0XUd4dmpm4RuIGvRo7knXkfmqRxoscaEKfQ73z06VH0fN1o0SqnBGrCRBxHKtRO4IHz/WxSdjJ6H35M4wN1DUz2/ye7xce33wOm8hA0KefYwfG7J/+439iJ8+csTL3iPlgvav3TpivA2A8oCv9d80EV3vA9/MaWgXg+/nuvw3n/lYKev//M7qxOjtrX/ni5+y1l79p6ysJLcqur1iS8QQVSUtTg508ftw+9JGfsM6Rw1rssjtpKxbyookZe5m5PaVioaOjw6YnJ9Vz5X1uT01Zc1OTRpGoVqiCWlsb7XO/97s2MjwiG0AqPNye5PdcV2fPPPPn9sgjD+s1pBPRL8ax6uL5C874YzdvZ8+eVW9zeWVFvb/zr5y30dED6k/y2ZNTk9bU3Ganzpy2W+O3JCAiYYg+MhGHC4uL6vkilurp7lEPub2923YLRZtbWLK9sse2MllraGkSWFMpU+HJKbFUErgDDoTUAygQmJHaoO3t5QW2qJnbWlpErVO9dba1WbSu1kYPHFAPkhlW1NqRSFBWlvNzs1JlE4GI53JzS7Phm80Mb1trmzU3Y0xSUOYwvteABsEC8QR5wxlraWqy21MTFqk4S7FhqUedniFpqGBra5sSKQGszACvrK2p+iSh6tSpM3q/UCgqQdLV6zeto7PP1jY3bXFpRaNZ0VijbB4RxvkCPvW3ydXFe1rz0rmc83Jm80b7oqZGKm43w+vT6BLV8L6amJ42r9t/7OcBO9MUV83SreU7pb65le98h3hPjD3AacCXDQmbLF6DzalsOenZ53a0YUIMV8OsdbDGPvuZz9qTj/+QtXS0W4k8YnrCUlW/CbB8skpv5FheVOs+FwBRdcN6G1aie/MtqgB8b963u+6otduvVBgsgMmVFfuTP/gN+7P/7w/NU6pRlQSFF62LWG0kpFGOxvqozCz+z9/4HUtu5TWqtJXc1O9Y/KCXsZd84PAhLbiALOKmhbk5jfkQyQfteO3qVZcgVMjJopKFEmCEQsXQggXu/LlzduTIA/bSSy/JI5oKHIco3LIAnxvXr5uvxqcYQwBVBh09vbrOuB/NTM8otIFxIYCJ1fvBM6etrq7e1jY2bGzskJy5uAQ3bt6wjfUNGxkZtRvjkzYxPqWKmAp4bTNuTe0dCiYgHQigpj/N30tRjWlE2axoHmuur5cxx1Y6aV4PvXNiFolIbLPt9JYdP35U/XIqU6r9xdkZUez0NB9+5CE7dHBMQraZmWlLJjf13lRrbGwQMMXqG6yuvk7UOhVzH37VGxsCKnrdVPso16Gw+Rz8uHnQX51fWBRQT0/PuA0ERh2lkkIrMNpAYIXdZ3tHt12+fM1qI/WW292zSLRBgqyl1RWJ2Tz0yVta1MMHFGkD1Phq3E9oZYFpWRsTxGJyvsI202PqOQOIbNz4vsjRylzvdn8zyL1no0APeH92GKZG4IsgyuPGtSTOwnoyn7MSYkCvC75ASwDYas43Fqv0wF34A3Pazc0NSrv6zD/+J+rBRwhcIJABy8x920m9Nf9CGJ/iP4RYALAbfao+7t8rUAXg+/fev61nLgXpWwB4YWLcvvL5/8eefeaLFglEbSeft2QiqcosEg5oRrMxVm+/8KlPWXvfkHnCMYFndjtl0zO31dcEHMORsPX19aoCdRm6WdtKxlUNUV4hhpm4dVPvNz83o4g/0oQ6Ojs1VpJMpBR0kCTYXarVPVteWlZFxcI7MzNrh6iqPV7NmI6MHbCpqSmNSSWSSc02U/2wQKfSaS34XV09NjM3b48+/rjVBEMSUbHYEnLAog2F++yzX7NjRx+0Vy68pmNvb22zeGrLdhi38fpkYEHliJiJKk7Zs7sFZeAyzkKlS/UXgQZvjGkEKBSo0fmigAaQSQ0CSDlW1zsu28kTx7VxmZ2d1bWAKj175rSVirsSm+H0xFgRYMzr6xui2qwcOnjIQpGIlTyuyu7o6FR4BD3ylZUVuUBtb20pl5cNFqETN67fuCPsWqe3ncuqt4zrFbaMpx48Y20dPbaxHte40k4mb1s7WUtns1IGs+FCnc3YF73zvPyntyRoAywBUo0MsQmSh3ZY87a0KaguOQ5wk/vKtZNpB05Y9HtLThmtkAbGlioAvF9t7quh1b/1eDRzTtuBzYejvCvJW2HSuDBkKasNwXcUViAv4VzQHnvsEfvkpz9lAwODFgqEZLhRImyE/wTwFY8t+W/QCKnR+Jf+qwLw27oG3YtvVgXge/Gu3YXHDADve/wwv7s4OWlf+q+/Y4tz47axmlC/U5WHtyx1azgUsIOjw/a+p99nY0dO2vYufbW05be3RO2RdEMvFQCAPqbyw6ihvj5q6VRS4ydUYgAyqur1tWULBrCnzGtmlfQew5TC67XZmRnr7emSshjbQ6L/oCqhtV+/cFHuWCyUxA7KVGF3V9XOyMiIvfzyyzYwMKAKGdtBwILKFhVzMBKxjUTSTpw8Ka/rydvTAgpsMS+cv2hB3I+8Prtw4TVrbGqVcGstnlD1Eya+DiMJn0+gAgWr9KdSSSMy9Ho5N0aSmhpj1tzUYL3dnapua3x4TpftlVdf1ljS4GC/ngf1LPAys9GxYW1KJqCM6+tsdm5ayvP+vj4B1srSvDY4xPKtra8pb7i9q0MJSgiNksmURrK4FijNoZ4H+vvtwoWLEtPhRqXrLzV0XHQ5/tPM7K5tbCr+8KmnnrYQ1qL5oi0vr8uGcmJq2gZGhi2Z3lLvnmsEs7C0smx7u7saR8JRCup3X9HMPaHtwHeMDRTfD1BZ5hcENhScZSUVshs9Uu2pe6z8Xs3+ugr4L/swY+XpLXvUy4cOpnfM63ge5871dCNQUNP0vEsW4zuYTFhPd6f93N/+OfuZT3xCx8PYEZsPzDm47zJ1E9ddrhS60l3r/uMahoBML1T1fRf+o64e0jt+BaoA/I5f4vvjAyo20DpZ1MdvvPqKvfCVL9jc1E1bWVxRhcKiiNK3sSFm0bqQnT17UklCnf1jls6bpRKbNn79qkZKACQMIgBeKEZESXuFokCpv7dHC/Lk5JQWRiqc9vYWu3L5UiVGb1sOVYzZ8JzW1hYFOlBNUVWR0Uv/kMW6r6dXil6A2ev3Kn8XhfXhw4f1EyqV4wb4CQ+gB4xqGyBexmGKcAJ/jahYAU9trWwoGU26ePENq62PyaqRsR78jzHhqG9olPhobX1dAAbVCrWew84Rz+FIRMps1ORU4C0tjTYyPGis1wAcIRGYgFDhfuOb3xRFDpPpko9qKmBTto7OdgsGfDY/P2cNDfUSIuE/jWCro63N0qmUTUxO6n40NTfa/OKCdff0yrIzWlevc4d6ZVMBC8CGiFQg4hjlXlVJRcL0gg0I872MNS0tr9nYwYPW3z9o0fpGSyS2LJFKy4TjhRdftt7+ARlwsMlCoAaVnNxKiV2QOru1VWwJ9537v7G+rn687JzJGC67rGLHHDihFJsW0esI42iOY2dawM5Uc0gVnHMmGGxWGGFyQ8IufpD3gQHAcpTNhGOkHWBzDfiuMDamWeNCzrrbW22wv9c+888+a0ePnxRwI+DCatTrdeNGAPE+4Ls2b6UnjAEKBiwAMSdVBeD7Y5H8DmdZBeD79ta/cyee38nY1Yvn7Wt/9se2OD1pm+trzle55Gi93q4OC4Z8hhbrH/3Pv2R1jR2WypW00MYVKViyzc01m5iYUOAAfVlmXnmwSO+ktzQHvFaxR2RRZeYXtTQKWXJlFxeXtWjKq3l8ddwcbAAAIABJREFU3PLZjMWi9ZovpVdItchID73d0bFR9WSxszzz8EM6VqorequAMGIu4vHa29p1bF2d3dbd1aMqln7m3OKCBQMhKYdvT0+b1+O3N954w6Zn5yiLLNbUbFevX7e6aMyiDY22RUpSDtrarAhoEKOHWUahwC/kWhX0+0S5A8JHHzhsmQz0d42ewxgV/shQ28z5silhVKq8B8C2CXChgHO7OwJzlLpUw4mNDYHt6MiobaytC7iHBnotv5uTuInEKCw1oXHf9973ms/v3KQQrQnoZOqxK79mQi14DSND0KmomGujdbL23C2UZUMJU4ATGNT7zPyCaNqrV2+Z1xcQ64DQDStMwBU6NlQbVg8acR3vS+WrHvhW+k6UoDodVtSoFJsiAI4NAqBJxerAkiQjkp727rRFKJ81/oPpSBATjoIqX/Vj1Sd2M76MCbFJ2zcicSDsrgPfJ6/fb7WhgEWDPvulX/x79vSHfthqY40KlXAxg2wysZ6kwsXkgwrYYaz+jywv+Q92xtmH6s/VEvidW5Du4neuAvBdfHPuyUMrm+3tZOz1V1+2L33+92166rqyZvP5PWXoanwos2PhiN8effSsPfHEE9bRd8C2cmW7euWKZbZSUjgzA0swOyKgY8eOqiImjB7aVCENlTAGgIGeL5VhWwvezkQRMgdrUgYzH4xndH9/nyodjBtuXb8hwALA29rapFzejCetu7fHNpMJUdMAHZ/Z1d0tpTKVz/r6mlTDpx48pei/pZVVpQ/Ry11ZIdGnXk5QhBDcuHXL4smUHT58zJ57/nnLMeJCmlFlHpTeJ5Qm1pDYa0I/a3TGY6KK21vxeC4LgAlnOPngCbt186bGYGJUlamkguwRH2HJyVgQphL0Muln72KeUYbixmgiaAF/UOlT8c0Nqaahew+MDNt2KqHovzMPnVaVS6wiwFws7drBQwelfmbDARi6AAVXMQJ2mGfIg3lvTxUsaU0Li0uaimW2FhMTrkXJ67OV9U1raW2z1y9dsXC4TiNkgE4278aE6O9y8tyLgb5+ibmIqvAUSxpvYrfCWJjYkEhQVDXXgiqcDRPAy6aGeWEEXDAjUM/7YixZbygQqSgan+8hr8GhTWEUFRCO1EUq4F1ys9kcWyis7GWeD6XcUBe2I6ND9o/+4d+z3uFhC8o5jL4u4ioAF+/rGgEsvxf0vgWAyyRvVP5OKmkJsb49pOGe/LdfPejv+gpUAfi7vmTVF/yVV6Dir7e3nbFLF161z//Bf7bV5WnbSqeYOnKzsTsZWUo2NtXbIw+flmHGBz/yk3ZreskS8aRtJ+ICxgixeaGgTU2Ma3Hs6urU2BB92XIJT+aMFloqY8AAv2efp2y3b09ZLMbYS1A9S1yPqKhQAjMPjMFDU0ODLCMRS9Hja2hsFIii3iUcgCobS0T6ggvz87JuxFOZ+D4Wa4BlbOygFtubtybtwOioaOyLb1yys2cfsm+9+JKSkVB+F0tem19esgL2ksyGer2anaWvqLEYVe87ouhFY3o91tPVrUqVJKLjR4/q+vH7UDik8HmoUMw7+KnAeOhWAMVrmqkF2OixUwUCGlSsO+mMrD7DoRqLRkPW1Nhg0WjE0vG4zC9aWpvt5s2bdmBkRBV5KITy12PdsBXBsJTXgD0Uc39vr3ycoXdRL3PbodKh5DkHZn8x9nj44UesVPJIdLVbKlsikVKPFFU4I0v1sZiqfcRUG/FN9XBxl8Lzm345YIpXdxaXqgpNDG0cra9zft70f7HSLCGQClQyi11sIhWuXLUqwkAAWEDodYEhVNYSwBEmEXI+06KfAUcP1y+sa02Pns2YmBciCANBa29utE/9rZ+x973nSauprbUgbQiFYXhVQdcEEJFRWfOpFTq7Mn5EtStrysrzVQWrF1wF4PtxZa0C8P1419+pc64AcHE7YxdeedG+8qd/bIvzk5be3lKwAgpXVlxnbNBkHW3N9qlPf9rWEhkreEIav1lfXlJFm0zGra29tbLIxy0SDtmpkydFhW4m4jJhAJivX78h60di9q5dvSzadn1txbo62kVFQlXj4VwbjmgRZ1SInivZuC3NLZZIJiyV2lKvkXQbgARVMeCM0Ajwphpjse7r77PrN27Y0NABjelQBQOyVIKYcfgDQVtaWlH8IAEIc4uLtrS6YantbavB1cpT4/yGGdkBQHFp8gBACMp2Lag4vrBET/wcHhqUeA3gGxwYsEQqZemtbfVJESghRNs3mpD7U2FPVp2M0tTWRmSDWdjds4ZYk0Vro0qhImyhp6fDcrm0qNtiEYVw0Yb6B2xjfU1GG1D4DbF6jS5xXfDTRjVN8AOA1tzmqnPmisE1KlD68+mdHTET3GvA6/DRYxaO1NlOLm+T0zNKRKI6zmVxp6JHW1C2MYIv7mViK6lxIwRwsB4TE5NSdKNm3p/NpXfPyBmjUaLtmftFLQ3Z6+O92ZCggHaOWPsuGHy3JM6qGHBAMTvrVI+qYPyuQ7XYTO47awXl6EVrw1mGmrKUYRZGhkbsn3/2l2xooM/84bD5g2HzKNEJgZWrkgF2R0Hz54oTFuBbYaJVAUskuO+MVTXkeKeWpbv5fasAfDffnXvt2N4CwNffuGjPfPGPbHLiqhX28hZPJBVoz1qEqhkzjicff8wGB4fNE4za7ErclheXbHZyQmkzVLDksq6trlhfb7etrS3bD3/gAwLC0YOjSj9i5OeFF16wo0eP2GuvXVSVtkK1mc9pbvXwoTHnHV0uyV1pcHDI3njjkqXTW1r4oBaZFQaYARqqHRZpFmEqSULpASkMNqjEfDV+VXYjowessalF1Ovw8Iidv3DBdvPYKGY0inR7elZjSfF02tY24oopxP4R6jW/V5QT1E6aqpf4QtyrXGghyTykMlHZMeOsMaxwSJUyFd5mPG6J5JYl4glVwPSBVdlpVIcqsOZONaiIvhpAH1o6ZrWhWs20AqaRkN8CAeaA621tc9XmZmdsoLdXAM2MMNeuva3F0umk1YVrrbunU8Kl4cEhjWpBDUPzI0qjLcAmACetQqkk8RkuVTiDIUhqaG4RzTxPEAU9fAXTE5rg7CRDkVrdS6pfriehENDH/QMDSpZyzlYuNAJgpyoul4sSuwG2PFdxherbolQu6TviDDWcixWvxbqT49x/ANYAL/cAIGZ+ejOxadForTYGpDMxaw7VXUl0kAPWwdERe+Lxx+3HfvQjFmacLhgyLylJgZDEeOrpata3Mu/LT+d7qZ8u8IFL4JeQDcBWAEnVEeteW+3eluOtAvDbchmrb6IrcIeC3rHJG1fsq1/+gk1NXrfVtWWbm12QahVKGIsClK54Qn/g/T9s0ZZOS+fL9tprr9vm6qq9+urLd1yP+nq67ODYAVtZWbRobcSGh4ZtYLDfFhcXBExQgteuXbXR0REB+NrqqijqlZVljd+g9kWI1N7RZs8//4IEXSyOgDAVXChcK6qZ37OI01fUz0hEAIHACYoW0wnAlaro0OFD6neOjh0UPQkA4B9N5i8Rga+9dsluTU7ZrmjNgq2j6I7WWWGvLAV0Ll+opAxtVcDC2SNiysGxAvL0Kdk8QLHfnp7SjOwK6m2cn/K7somEAmdcCZEUIFMQHVus2DA6AFCvuRJGj7KajQ8xfK1tzVYfrdNmB9VwPpMV1QtFvbQwL2V5KBywcCBg9XURbRJQjHNdGlsaBZoYh6RTWxpbouJkHEkgHI9rM8S1bWptsdxu0RaX1mw7k7Xmlg7RznyW4v2CYZu6zfnlnY92XZ3GpABY6G1+D0PAhgymQvclz2YmImEU1DAKcgRpAnG5WTGCVFQgBRsqKmQ2XGUZhrDZcepk2g9sOqhWcbNyEYSEU4T0WcxbA9oorslkBkcJDvnkJ39ODAMbQA08+f3SAvjY8FSEVo56dgIv7hNMB8fwJgADvIAw0ZcOtKuP++8KVAH4/rvn79wZOzssyyTiNjNxyz7/h79nk7duyNiCaq2+NqqFC39hggIePH7Cjh49Jgp6bjVhFy5cUPVF5cmiSrWD6QHuWT09ndbaTDRfrxbI5557Vu9FTxjKmsoFYwnAhshBhFpUtg2xRlWP0NTrG2sCK7yX5+YWNNerPp/Xa1EUtUa2a0oLMhUeC7/rsxJ/59HxUHkODg9KqEVfuKenT7SrBEmhkH62tLTZuddes6XVVUumdgQsVFWYdmAO4q/BWrIoEKKa0xhNICD6HPD1ef3W19uripjXLi0tGgH1IAA/GXOhMnbpQCVtEpzNotsDFWVCwdiO1214GE+S4taN8vAsqHWAd3BwUECPMAuAvnXzhhgEykKER95SwdLbKTt+5IjtEtEYrbNYY4M1xKJSrdO/pfoGLJuaWyQG41g4rsOHjyh44er1WzZ28LC99sYVa2xps3g8KUaCuMfh0TElTTEWNL+4aNGGmOh3QBzvauhthF5UvwpSIJShxHwvdpG7AmCupe7VHpVrXkIrzpHXodwG4DDkoDJmwwQoco+5Npwz95/jRTvAc/bngHkefW42dCRUDQ702cd/6ift0Ucf0XfQiZ6dZSj3lgq4YrElK1GpooW8Ln6QP0tdzftKhFVj/oDLnq4C8Du3LN3N71wF4Lv57tyDx0aVkUkm7NqlC/a53/6PEkU5WhNaOCegDAcD9uQTT9irL79sTzzxpF2bmLOJ2WVnP+h3c6eFvV1VqAADSUitbS021NdnwYDfjh87YvOzs7IAfOmlb+kqbWysi44FlLCvZOGmchkdG9NPKhuqQ1yfqJboQ7rF0vULiRVkfpdZV6pzxmCotljYqdRwxeLPCjfYK9rJkydEPwO4LNpUSu2d3aoMdzI55dxOzy/YZnzLVVHYP9YE7jhnBYIBOV0JIDweq6+rU1UHFU4/mQqS3127dkPCoO10StaNHGtTa7M+k/+2t5xCm0i8QolRmZL6z6iP7wRlKCTD9UQBMPrnBDFwzmwCmCeuDUXs5IkTqjjTqYQETX6vz65dvSRg2sls2YGRITmKsTFgBIg4QhgGNiNQz9DTLlEoJ0nRieMnrb6hyS5fuWZjB4/YpavXRL0yVtTZ0an7XYc15eqq5oLLXufBTQ+eTQXXnnuKUA+VOWNPgBXRiPoMKl1CPXx+MQQAMbaTLp4Qhy03v4t6WhsFNiYSvnmdFsHjsRC2kaKqMVlxgRi8D5sV8BM3bkbbcMz6+U9/0n7soz+q8SzaF66n7BUrwaZK9pJUu/SXdeSu0naGHG4GWL1n6HHAGPD3B/QT447q4/67AlUAvv/u+Tt7xuWyFXfzdu4bX7X/8ru/qRD5XDYvSo+KleqFiivg84nW9fkCNru0Yd5AnWWyO3JqmpmdUUWF0rlYLltLc4PAb3R4yDrbWzW7Gt9cV4+URR+3LH5iEIHgil4iP1mcAVMqNCpqxD0AdI0/WAl5x5CIqjKlGVVoa57D4g9oAgAIregXElcIVc37BvwBGx4essGhIQElr8FM4tb4hBbmN964bFsIkuJxy+WLjkqViQMUpMd2i3vq+yn5iMra71c1DTBSFba1tsuSkrSmtbUN9R6npyY1L9vW3mbZAj1Oj1TdSGoZ+UGMlAd8cIsS4Drqc99yEUaAc2eGVuYSXp8EavmsS1BqwhwkGFRQg99rivUD7JcWFxV+sLg8LxvL1uZmXXsAtKenyxbn5mSYgqAtntiUSppz6+3uVpJTsWy2urJu9bEWW1xdk5BMft1en+xCmQlmdphjrQkFXcxkY6PET2x8AEpYC1XEFeWy11sWM8C5KRRBjmg5Ha9zsIJydkYaXDM2KCr8S8QUwkD4JSpTKxYHKzmckQXsRo747L0SVLZZgLnfSMgOjY3av/3Vf6PXYKLyVlctAPjNHjD9XDY/laq30plRDCEhGxUAdsPBXvNVeseqgKtuWO/s2nQXvnsVgO/Cm3IvHlKl/Ssbgkxiw/7T//Xv7YWv/blls9vqkdIrUwQcfctQUFUo5hUsXulswSLRRvkLP3DosL34wgsSHGHc3z/ygF24fMXy2aSFLG+PnXnQQkGfPImfeuopO3fuvKwtqV5mp2dUCaWSKVGh5LoSvRff2HBzxahdt9OqNAE4snE3N9dVSRLQMDc/b6cefFA+ygQLZLN56+jssJXVVQmPqKbYFPg99PyCNjY2plB5wBoamnxbKF2SfnBVeuHlVyXWmrw9I1AXMFIhmVejR6JU/X6JpajMAXI2E6QXwQJAEe9spaV2XlleVNA9o0iou5dXV1XVUck6rS9gQ+VXFhVa46f/aba7BxXvleuVo25dJQwTCn1bRxZuPu+ob49Hnz84MCSQpJ9KdVjyFG1peUGz1tDDhULOGqMx82JK0tGu8Ryu/35aEJU6n3P0yFGrrY1pNCe+mbRMNm/p7R3byuzoOBn1Wt+M21bKmYxwnvhJM8vMBgLgpKJl48I94jky54iExAYwXsU1pG3A+7EJ4VruRxLK9UqxhM4Mg2vtfJ5pJxD0sKu/ExVdCWRIpOKi5/MVcRx98kg4aP/8n/1Te+jMaVHZVLRvKqoRWfnFQEiExYXl8wh0rjxcH9ilIGkemMq9AsCBUNi8vpqqGce9uOi9DcdcBeC34SJW3+LNgQ/gJbWyZL/zH/6dnXvxOctkt9WTpBrdzwsG+Bhb0XiHz28d3b22tU3YeZssIKnEJqdm7Zf/91+z3/ydPzRvMGj/7fd/y9Jrc9bX1mhjo0MaXaEyAnyhixlZmhqfEAVMpcdcLW5MGCLgEd3V2WGzM7Pq9VI5AapU0LGGelGcqHhRvZKCxCJJfODBQ4dsauq2soyZ1eRz6K3inwxVOzw8LHAgZYlj/trXviYQGjkwZosrK/J9TibTtr6Z0Llm83nzBQK2u7un6pdHwF9zp/IFgAEljovKGOMPercLC/MSTAG+0MZsIgBgPpsNDE5dOFFJSIQBRMWBCWCmZ82mhJ4rhigu2gDbSo+UwYi42Hzg9Uw/tK+vXz1yfse50Lv3+WEJ4qLbGYtqaW207dSWNdRFrcbnsWi9U1hrRCjsRqjwl4ZVaIg1qzfO5qRQKCp+8ObEuLy6YUC4zrPzcxKfUcHCXmCnCZXO94V7GWto0CZhK804W9ZaW5tFY3Of2PywqUNpDqWPMAogFv2L4RRq63zOAqGg+dSDJU3JeUgDwoxsMZ++D6go9nkOoIt1J/fi1IMn7F//q/9VY2KKQRTljOJ83wHda4FgSFT3Hacr8c5vBeqKDaWHrRxpV9oG6X4Fw7VVAL5PF9EqAN+nN/7tPu39iUuWnZXbt+yP/vNv2dXXz/3/7L1pkGTneZ355r7vtW9dvTcaK0GCBEmAIAhS4iLFjKiFDEnhiLGtiPk5lv1z/MPzZyYmHJ6J0MTM2DHyIsmWLFEkRYmSTJAgKIkiKexLN3qr6uqurr0qqyr3PSee891b3QBXCEADhCoZYG+VmTfvvfmd7z3vec+RCxXVJJQhCypVzujIuGhKlLyMubAIRxIpjeR87NGP2/sf/JCNTp2wxY19228H7XtP/a39/m//ayslwpZPROzIzJRmQfmPSpYqFwen/d2ykmsQPAFsADBgWyzmJfziPd2Iimlhp3eJqGl6ZtpWbtyw2dk5CcZY1KFBWcER9qwqdYhge3yIWTZNYESAQakwIqUyLlIIlM6dO69Fdau8Y03ybDUf29Df7e9V9Hcs9lChHBvHqbnfZFL2jAAIGwuygaHGK+U9LfxQ04wZsa7T4yaZSbF/pZJGWfgzY1LJlAuyp9jmQdVORbi5vSVxVSDgxfJBvQZDFo1hrZi00ULRri9fV1V94vhJAT0jUbhg0Q9tNKui0hGEATvMVTcbNbMBMYCO4qUyhsJl00N1jaJ8bmpOfW0iF/OFosUSCdve3bVEMqXNDl7aHB+AS08YMETxHI8mrFqpCuRGxkZ1bwC6XC9aGZwvnqexo7arnNnUoGxud1wcoSIDuefabnwJqhojFlKYnLI67vylqZJDQf07ym+q7mwmBQ9vZ+84Y7/42V+wBx54QGNLVLOxeFIg7x4u2xcVNIKqm+feVcA3vaA9X+iAo75preAVzX0VTaSUkOWsLA8f/5DOwCEA/0O62m/hZ3WCHwAqKAD+T//Xv7ZXXnxOohz8lwFZKGF6qVDBLDYsWswEd9pdgQmg+E//x//JRqZOWaUXtmfPnbOt/W373X//7yw96FgiErRsKmLhYN8eefgjii0EWBHW0Mdrt5sCLRZXKiqAEQesO8+etXQqaft7e3bs+FHVHlR3ly9f0oJJ/1UjMZGIwI1/w+cZIRKvS/4vsEsaEz1HBF3OizinX6nkjszNy0tZ1VUiYXWcnGJx29jcVuXXbgPGXYvHkwIaKiU5LHkVMApoKjmSl6BKoaCJvKPHOj42avlsRtUYm4BrN67rtXKFgj34wQ/ZV//yL+U/nSvSrw5rw8OcLa+HwQdVIxQ5al5HVis7SOAD2GVTKUuGY1I900sFNM6cuUNqbCo9XLlKI0Xb2tmWGIpKlOPzr3kk7AwwYF6prKVtC4dsbnrWTh09qooWERrnmg1IIBS2SrXuhG6i3rMSYuk1iX/M5RTuAL2OgI7RpFa3owobgxQodTYktVrVcwVzWdHcP4CqesGesrndcDaVYBtVNBU6/tvKAuaOVRXLhqwrcRVVbzQaFuNwZG7W/sVv/jOlH7Epotcua0kpy32wdFQ5Gwqodnq5SkPyK2APVA96xkMqYBy6qIFNI0zReNaMIAddl5ug/RZ+XQ9f+h1yBg4B+B1yIX7qD4MFBR/o/sCWzr9gf/Dbv2XnX3xelW+z1ZZLlIzpEb4EQ6pm6DsC2lQoVCaxeNx+6Vd/w4LxaTu/tGbX15bsC1/6PQt2W5ahMqISTAHePXvg/vfa6soN295aV14ui2y9WVOP0Kl8Y3bm1Gl77tnnpAAmnJ5FGwVtLp/RYo8wjCp4c4Nxmo58oVngibsDgKn4oCq3tnctFI7JTITovK0dxpkyWpARKbH3YOwEJy0MN+pU4b2+HKA05sRIioVEQQPEVObYHkqhG46oQgRU6L9igcgMLP1JYvauXb1q0xPjNjM5LqBC7HXuwkXLFwvqP1+6csV29valpgXM5Gk8NMUlUgVDO8MSkKHL63G+/T4wGIFlZSaRspFc3rlYNRr6zNNTJCKlVVn64rCwQgz6OkcbW5v6DPwb1SBVcE/5vC5yku1YKV+w8XzBPviBD9jW7o7Artpoaja64Z0bEqFgINRbD4dVFU+OT1g4RNIRx8zPtuQVTTY0FHi3i3dzUIEZKKCpjql+fXoYhyw+o4smRGQVtP6wL+GVXJdDIfV9GTHiZ93oLkDK9JX7LAjgfuM3/qkdPzpvR4/M62edYYYTWLEx832eBcCphIsZlLezH64QsL4HxBJgSRTGMZHQxLHQXw9YIJSwaDKjjckhAP/Ur4Sv6wMcAvDrOl2HP/zDz8BAlB3V7N98/av2J//l39vW5ob6iYCQ/G9ZDEOYcYSlWsZ4IhZxUXAjI0XNkd7/gU9YonDMGhayP/9vf2rfeOIvLBIY2EgybfFI0DKphOjEidFRO3niqD3x9b+U0xZe0VSwVMCAK/1cxpQqe/uyWMTW0Slpo+pnYtLAzzgBUMxWVlYlzmK+ttGoWUT94bxei0B5XKz4GSr6ar0psAAQAaNOqytwzeTyqhJJwlEVOhhqHOpgJtQCMuGAfqaSxhNblGYsZqVSSRsEqj02E1Tw+7t7trS4aCfmj9gsAJzJyO7xuRdeFEhHE1Fl8LZ6QxsEwqJAAV2qZARfvA8ADMi06vQ66Um6vFtGdPBXDAfMkpGozYxPyJaTjRHiuPkjcwqEIFlJfe8oQiEnogP8AULyfNkQsHnQZA8UPUAVpOc/tFQsbpOFEfvUJ3/G9mp7Ov831giwSFuz1RF1vLG1Ltcsspr5/MyA0/dGwHX50hUpmnkkMmkxB0pfAuS9yhLgJCSCDRdiP+4BfoZ7hMqf2EgiMNn7UfMCgsQsIswDvBGZUcnjHY3aGRp9YmzUfuYTn7BP/ewnrVTCMzsjIJeoy4sYBHRl7uHFJNLTxgPaAmEJ9rzZI40k6Uegw18DwFiAupjFqEXTOTcTjHhLgq3Dxz+EM3AIwP8QrvJt+IxQagHsAmt1e/xPv2B/+Sd/aNW9fblHoXyVa5Dnx8tSCF0IU4cICHUuYDY3N2/BWMnueM9H7eUrV+13f/93rNutWyIWsUwsbslIyDLJmCjNQi5r8VjYOu261esVmxh3qUaFYsGq3rzssaPHRGHOzkzb+uqKvef+98rSstdvq8JENAN1ywMAoFpnvhUQZjFHqAW1OTY2YYlEyna2y3b1+pLcrFjkActmvWmrXmThtes3FLZAxQZAsvhvb5e1+EYiMc2uYkMp4Q+ewzKNcP7E+XxOpiH0tYkEZJ6aPudLz79gJ44esamxEUuTExyL2Tee+KZETFTc1XrNmgAwAe+xqLyfoVihM6kAMTahaiWsgbleqFZSk5i3pk6VJpvxpmJRgIJYivMLY4DCmTxlRoMABT4vmyb1Wwd9jRShRnaBCDAgrvHsDEGGFhoGbHZiwk6dOC6hFhuC6yuMGY1KKQ41j+oY4RmgCNhy7aChs5msOz9ef7ZvQ6nC2ZxsbG2ofw348T9+ht4+fVzOJcBLH5rNE8ppUcz9rqOiZcLhfuX5CNE4T1SkbBzGRks2MzVp/8u/+lcar2LDgpGLKl8vNJBrx/3Mg80Jfw/wJ1JZVcAHblfc76LCGYUKCYDZDLhzNRArIfFXMGrRVMbCUcabmBG+mSN8G766h2/xNp6BQwB+G0/+u+WttRCiPO33rFHdtz/+3d+2bz/5NaX54PzkZjad0QBiGxY/+myAAYsc+328jyenZm1ppWzjR87a33zvWVu4hoNWS4tthuqUtJ9o0PLZnM3NIA7CQSokMVC/27FVr39bKhUUqceMrnsMZXuJcvrU6RPG2rmzs6seLvOrf/ud7yjgHlBlMQasAGAlwgeZAAAgAElEQVQWTnrCH/3ox2zx6pIsKScnp+yZ556XKprNRa/ds2anbclM2mp1nK3MNnfK1qg31ZtOprOqSgEvKG0WbsABkGQTAsCzgAMKuH4BPMxJI/jhZ69cuGgnjh2xTDKhTQpV4l/99bdV5Wb5cyZroXjCnnv5kiVzWdH5XYUXDAVEQ/hoz4UpwjhPm2McWCjgkpeCAdJrg/ahBx+0S5euyJgDAdX9992ra4IxCT7b0OaAkG9FiRIb8F2Him7xmkN5KkPV+nQr/daRXMb5T4tCTorO7w05d86VigoWUId6Z8yJipT351xByUMbd3rdg9AJVdn9gWZ5UbrzXoiu5GAlmtgBntTRASdCwzGLc4VoywdeKbCZFzaTepqNYCg0lOvaP//N37T3P/A+i0edt7NmeH0fZ9iAUEjXhmORG9kwoN4+gjIEcZhs6K6Dbg44tzXFE8on2rEEagmwCeXyEIuYzGom2NHXfqzhu2WFOPwcP+wMHALw4b3xxs6A5M9uVz/stqxa3rYv/M5v27NPf9f2d/dFwaIkpvrzq4ZWi8SbtBsj6bRFD2czGUunCnbu4rJtVvtWbjRsd68sYRXUXCwUsXh4aJl4RH3TO8+esVCQeL2wQOTFF55XJYXDFHOcqGER9iCeQcRE7YHCN51O2sLCZVGU0zMzoqChnnd2tkWnsnBznOlURr/HlQowAJyd16+5GdRUWj1keqDbAGs0qpEq8oTLuxWNWWFmARXLKer2BxIV0UcEdFiQBRyyqeyo6stlsqqEs+mMl1nbtY21VTt55IgVsmnNLfO5cJYq7+1qhApv6vc++LC9eGnRnnvpJVVYVJqqCkkl6jixD1aXbGQEGP2u+o+RMCYeSXvkoYdsa3NTWcb0YmEBPvOzn7JQIGSrqzfsySefsLzU1s5pLJNLW7VaV/Xd6rRsv+pVwV6JiLkFuw5eJzjo29H5I2IouNY4X61v7Vo8kdYGYb+6p0p3cmpSdD59Z86JertyMjul8TF2adDeLqyByD/sKV0rgE0M1S7qd6mZMRwZYkXJvDmGHvguu5Qj9ViHppEuZq/r1X2XSjXo29TUuP36r/+qPXD//XIH84lg2ie0cv2NhehkaRkCbgM1DFgilVGwhKjxAGzP0PV7oZ37Q40puUhgT4SljV7bBr2eXLSofqPxpGaJsan01dOHdPQbW57e6c8+BOB3+hV6px+feGUHwINe26rbG/bEV79s3/rm43ZtcclKIyO2tr6hRVF5uBjxt9pSJaeS2PA5CvaB97zPioUxe/mVa/bywqrtyFHJGeYvXV+WDWEsPLRcMm65dNoe+9hHFRF34/pVa9SZCU7a9WvX1E8km3dsbFSAe/bsHaJGiShkAU9ncFXa0QK7urom0wlAmxAHqluqZYRBxULJ1tbWVfFhzIFAi5hBqlkqs/LenghJwgau37ghz+Ol5esyZNja2rWNjS25cCHCoeKR/7N6r1EXn6fqbCD7SBCa/mY4EFJCEVaMVLowCK1q1U7Oz1s2lVCgBKNBK2trdv6V80ppAgBSuaLd8/6HbHl93a5ev27XV1at02zK5QoxEw8q6ngsISq20yYHN2B33nFGNDOAvCLbzLIACzeyX/7sLwkEn3ji6/bMs09pxAow4LMwU8sGA/tIsopx9sIhTEDlCZvot6IehqjNZdM2Oz2lz4aivNXFDtIZb1BJwzYAwFSxbHRE8WLPaKYRM2hpHiurq+qXO4cy15+nv809Aq2/u+/sQsW0DHqqsHmwIeG4nF+2iyFURR6Pq+Cs16qqdu+97277F//8n+k12Jg47sT7DwAW6HJsBDsM1PumiqYCTiYzFtNz2Opx7ADwQAAMQHPdeUBzC4eHiA/b1mtjdQrFHbJQNGbRRNICkejNkaQDtfU7fSE4PL6/zxk4BOC/z1k7fI6XfISaEy9lV2X1AeDyhj377Sftr5/4ulTKFRkwuMxWqsBOB/oNT2bEVPTGAvbhDz1kD77/QUvE0tbohO3f/qc/tLGZWavVqxI+AU4oX+lapuJRazaq9ugjH9Gf+72G7W1vyQ0JQw0WNSopXKoAQ0ZroKLLO9s2PT0lGpLRG+ZZATMWcdHMjz4qoL1y+Yp+bmtrx0qlEQEOgjG9dqen3i6vv1+pWiqb1QJN1VurNjRf6lKKAJeuTCXoc1IVJeJJj9puyUWLHq4AqF5zICHzkI6qXyp5+rvrK2vWbzRtdmrCxgp5GxkbEXAwgvT0M89YOBq2qakZa7V6dve991k0k7X9Vt+2d2tW2S3b3va21aoVtQEQvnE++BwYWbABwqAEm+NUIm7ra2tKdOKYP/OZT9vU5JSlE0n77f/v39ni0oLFE/TqiVJMSelN64AxLRTftUZVx+RAKSSFMPGFCLxQMaeTCZsaH7c777pTIBoIRW1satoWFxet0XAWkjADiKl4QINT7VPtSpi1vycWApaA/wG6bKCwvUTh7TtdcQxSPsvzOiiHLv4sgG62rN91AR2ipNX6GFg2n5Pr1/yRGfv1X/u83XXXWUtns96oFj7Orvcrplg2VrQLwvp8uufpf+M7jUYhlRF9TOax33KR+NCbFdbvAu6eB4ABX84PMZbpbE79YoFwkuxqNk7Is13r5qAiPlx73lVn4BCA31WX8zZ+GK0/A4mFMGNQH3g4sEa1bNsrS/aVL/xXe/mFF6w36Grc6MUXX3L9MQq+Xs9GRrM2PjFi0zNz9o//8W9owXnxhfNWHJuzqytlu3BlyRauLqiyIsWIBZUFkCCAeDgoL+ZUPGLrK9et227YKxfO2+TkpCoj/JtZfFmYEccA+NCfx44dtVdeeUWzrdNTk8qtxW2KcR5+jr4iozjFQlGh91SM9BNdr9bN91L1vPDCC5phHgSDNjYxocAENhmMygAUJ0/dYYtXr9rm9o5iC6ORmKU8ypUqmNeMxKIan4E2RdCks0mvMBSyQi5vWZTGO2Xr7Fel/J4aH7NiqaDcWuL/nnvhBVvfWLfRkVGB8PXlG3bn3XdbqjBmjY5Zu9kRvYkAywUToAZm3JQs4LAoeARYqI5dpRy0vd09u+eee5T2g9EGjMFv/db/Ya12Q6ABcKHepmtMX5PXYPSr03H9Vz+UQtXrsCuhXCpG5R2znDYWowKVRDpjTTKSsaWsNyyZTkvI5usDqIKZhwY0OUc8nw2LKOv9fc+isicVO20GAFlUdK8jgAW3ajUqaTfyBkiqF9zuCcTTqYS1mw3Xdx8pKsry85//ZTtx/Jhlsmkp2H3AQ8zmRtwdDCNQk3hLbI6rqtEyQDFDQTPPzvmR7Jqn3QLA7jUBYFcBd9gUeNeIbQP2pcZ4UxiXrthBTrA/e+x/uw/B+Dauc2/xWx0C8Ft8gt+1L+8BsNFvA4CxmrSBddt161R27S++8iW7cX1J/VYW/dp+1bpStQIyZg8/9H771Kc/aZFE3rKFkowjVlY27Hd+74/ss5/7H+zZF8/b4tKiUo6qxOJhr4t4CFC1gejNYiFry9cWbHwUK8kNge+xY8dl0MADgCWEIZ/LKrcWqpmFGgEO1RsLOpnBVFiYdAAAVEv0LmOxhPrXLKTQnvw7fV4+NnaXR48dt0q9ZgtXlyTAAVSz+bxtbW8ZeMpYUqVW80Zh4lIn894AGO+Lob96nRHnbwxIssizRCsPN51WFVYv71m/07ITx44KfBlXKnljQBcuXrReYGhTE5OWiafkj53Nl2zu2GlrdwdSn2+sbUrYQ+Wawc6SRCc2MTEqrKFdu7bkhEzNpkUjYfu1X/01jXSx8Xn6qaftP/zHf6sEK3fsIZWCnZ6fHgTYDaxerwqI8FOGNseYo5jPWL/TkKMUm4Ruq2eRUMRm5o7Yfq1uDajXWMyWlpcFzK1O124sYwPq+uPzR+ft8qXLmv1FlEYaFaIrerky6Gi3bHxs3FbXVt2YFeIzL+SCTRpmKX5ANSpmWIh2kx4wPHnPsmkn/rvrzjvsnnvuss9+9he0MZH3tR9srS1m0BOX9QW+un89BbTCHgBgLCvxdI7GZMiBGY0/htQnfsOLLHQkNueOEIiBdZiFxm+blCaufzhoeEPTD8Yfmg0rFTDaAp7kj14dAvC7Z1U9BOB3z7W8fZ/ET17Ajg/xVa/tvI2Z/2Rus9ux/Z1N29tet+9952+s3azZztaO7AUr+2X79M9/2s7ceVaLDQscPTOs+Wq1pv3ef/6CffSxz9j11XW7ePGSRmCgkd2oS9cizFUOhpZJxi1kVDXMoQYsEYuLDmX299z5cwIEFn5cm0jmefHF5/U8+qa4cUHzIrKqVp3ZBrnCVHB4IsdjSdvY2tICPjk1JVCm70hwAFWbrCPTmHnUpdzd2d21o0eP2cXLlwSove5AVDVGFbhnRaPMFjedAjdoAnKEaQoAsJCAhWOB4nWLLAIiQCNgww4zvHUbK5XU156ZnpK1Jpuap597zjpYWlrQ5sYmrJTL6XgsHLXc6Kh1ewM5SqHETaZzCjmgIocCR5GMgGxtfc2WlhY1rvXhD37IPvnJT9qwP7TLFy/a44//ub340jM2NjaiyhVBG0yAo1SD+nw9TDHkO+F8kalQjx2dFeOQiAUsn4kRTW/WD9lOec9S6YxliiVr9XCrwhoU0VtE55Z2A6NhVJEcn4Rm2Zxo9+3NLcukEH+5cAquAcyE6Pt+T45kyVRcmxuOk+tPC0NGHKGQRGlYekI3U31msMk8Mm3//X/3C/boo4/oHpKCWrO5B7Xmq75TTnjlKlt8swnFUPYxnt7xhOhj3N4URqXXAOydxSR2le7hwjCgv6mcO82GQJyHZoZDQUumsl68ISNJESnugzAPnsOW1NSHj3fFGTgE4HfFZbzNH8Kn5AZd0aY2cHSnVJ8obAlGb9at06xap1Wxfq9j/U7X+j0Xkl4YGbFwDB9eN3LBwsJYTrvVsRdeeMWe+OZ37eOf/KQxV3tl4Yptb23L4xnjgghG+cmE1St7NlLMq8p++KEP28qNZfUhoZJZhJXck0wqvm/p6lUt3pFoWEBIXxFA39jcsNMnT9nC4oJ8nX2D/vW1DdF/uGHhdoXP9OjoiBTNACsUKZTjxuaWnJtGxsYUsIBKGCXx6Ni4BE24bK2srAmUqaYBDOcBjOYmJOV3p+1GkQBgKnxnZOGqHap9WAOC6Tl/M5MTNjMzY8UR1x+l1/ny+Vdsb79iyVjMpiYn9Tkl6Iq7z0ovMpcrWr40YvF4SiYYbB7wpuZB35qMXwD/Uz/7s/q1VW/at775pH3xy39o8ZgJ2EZHJ2xifELCtvLOjnrp8m4O0QdlA9Gx+SPztnxjWXGGo6WiZVJhy2XCVsxnLWhh29jYtu5gYMlMyfqBiDVaHYVpkM1c3qsqUIKNDuM8sAz4XDPHTHU5OzNjly5ctIkJqt51gS5MBsCquEn5bQd0XJxLfKgRB9KLp0Im6GK/vKts4/29XTs6P2cTE6P2L//nf6nxLsRp0Oy6h51W+vv6rkrzMip0oiSdp7dMPIYDSyTdCBIbDHydEV6hfg4EUDQ70w6/AlZJ7SVTNWpu7lmGHgpRAmzx4c5YmEQrFNFhL2cY+0zP0OM2f+MP3+4tOgOHAPwWndh39ct6o0fWdwDc67Vs0Omq78fCZL2u9eTAVDcbdmw47NmwLw2pxZNpCVZYaBzTx+KEaYQTIV25vGR//MWv2oMfethKI2MGzbqwcMVajYZmNPd2MbYISLVKRF8mjZ90ShaKULmAI2BK35lxJJ6PA1O33bEj80dsYXHRxicnbHVlWUpXPKrpBaLy9Slrql4o42a7o0qZEZo6itt+Tz+3U96VctdZalZUkeXyRbu6uKTfnzx9Uv1TKmRERoBCOpuWIIuZWX4NEpyQSKg6pg8MGBPwwEYDwKaEom+LUQTrNcrkwKAv0Q7APkJYBPOkgaAtXluynf09pSExxpORgURPvWSegysWi/qR+RPWt7A+czKdVzVMBUcv9SMf+Yj6+QQgfPPxr9s3nviGra8vW6mYskQyZidPnNHYFQrwixcuiEpP0UvtNOQ0BkU/MlqyWDRsuVQGqxWLhoc2OZ6zeCIkFy9R//W2XbiwaeMz07ZXqQjQI3Ho/paV9ypOtCeK21XTXEs2VFxLwI9qFrcxrimAj4gOalyVKFnThbwtLl6Vap3n+bGOxAtyLlHLx+Nh+8jDD9kjj3zE7rrzrIBRPtB+jeqZo8g4Q2YfTtvMfxJXyZwD562mmAyqW4VgWMDiqbRsQbE4QSnOv/muWQ6Acb4aamJA6U+MockRzf296/eGLBCKyLc6EIl7ABxShQydDQgf0tDvjhX2EIDfHdfxNn0KTw+qXzDfAIDpY7UcFU0ofLtp1ulYr9tSry0wZBGiyvVsKBGXeIvMqw56AAVdteWVVfvTP/kLm5s7Ya026t577KUXX5Ca14UJBGxzY902N4kTjFoum7KrVxdELRMWTxawzC4iEbt06aI8hyWcGfQUmr6xjdezq0TpPSLWAiD5GRZsCEJAlEpaXs2xqCViUZuenLRiIa+fpUqjwgYglVXb7tj0zKxAgfi/eqMpOpt+LZsC7Bt393eVAoV9owt6qKm3R/+Yytmvgh0V7UZUeG2AWdaUOF9Foxb2qrCxkRHLJFOaAw7GIra8tmqLS0uqoqPhkNy8QmTgYv3JZwG8+wFRv41WV5VwoVCyDzz4AfvsZz+ryplIwW8+8Q17/umn7ZlnnrJCIWvpVNwmJse8ai6oz80xssFQLzOE5MiJ8aDG6R1bt2elQtrGRzI2UsrZ9NSIVao7YiQ6vZ5tlhsWimYtGs3a+taOxtJqjbaAa3O7bOPjk3bx0iVV2BilsCmh74thBrQ99xLXgOxfAJfsZ3KbNzbWpIaXSIpeP4EN1YpgT6pzQjCsbx94//vs53/+52xublaCNplqaG7XYydkHenFCUpV7brCyg4OheUoBhvT7TTlfy0bSomvgpbNj1gf4dcQr2mn2pYL1kHakfsOMXfMmBRhGQAwIrgBVbWXVcyGiblg4iupqDHrEJgzAuUZqzhAP3z8NJ+BQwD+ab56t/3YPZM9mlws6Ozi+x0PgKlyPetDGRt0LeI5BskC0Jnxul6XKgzPLcgvCrBO7PXsxuq6/d7v/L5lclkFIOzv1uyDH/6gDXodgS7PvbqwqEXsxsqyDD2oaurVmhTNjA4BTuXdXVHLst8fDq1ardjk1Iyteq/BR5AQq9O2Ro0AAuLv6qrqKrW6aF7CC+jT4Wg0UiraHWfOqNLG85q+MApjVVn1uqp1Kl6Aodsf6t/psaIyBlBrjZql01kXzbe84sA9GrNmmwoq6HrEnqUhwMNzqIzZGADkGGlgITnA4WnocoRnpqZl3pFII6wijzaqc3Bp4ZLVm20bBljoQwc5zIh9mEtOZfP2nvsfsMcee8yOHj2qkSLA97t/+237q7960i689LLOaSoV1wbg5MmjMiuh2qdKp9oFBDY3Vy0ej1gsErBhr29zs7PWrNc0s5xLRy2bRm0+YcEA6UMDWWm2+h1rdIe2cHXNRorTttdwTmDt3lAe25vbuzY2NmmvvHJBDljOp7mv40CcxsYKAOb8KYCjXtf5QzENVe7sN5vq57K5gg3wBXw4jQUCffvcr/yy3XvfPQoAYTxLmxOUz2GfKnb3qZhiKdQdzS0DFcRRzOxKRFVV/zYaS6hvTeWeK4xZIBYXAOv5QCqxgzAZt8z08jw+F+N1AHCPDRdqdehmGY3EnLOWPm9QvWGOlcAGOdh47ZvbvgQcvuGbegYOAfhNPZ3v9hdzxvVQn4wS9RHgGIYHZP32WRWt1axLzavFKuJSgDAfAID5GRl2aMzjQOniRD3IUgCIgdm3//o79uzzz9n4xIwtX1+z9Y01KVXx6GUG98KFi8qFRRyEteLa2qplkmk5S+2WATyqFmdKjDIWKpCxmdW1DcsUclap4/vcOhDx8JHaiIEiEVVVLs7upvMRAqOx0aLoXxKW0nHEPlDLeA3HdE5IOUIBXSyV5JiVy+Vl40hPlZW4znmxoCwqoV35zymLY6q4WYxBYFV20ajAt95o6LVLpaL6oP1BV+YRsjLsuSSl0SJRhVkbHx2TsrdYLEhdHIxErNZoWruLeI1LQpBF1gqjIzY2Oel8sIMBAfjiwoJdu7poT37rSVHzyWhM3s2A8PjIqKhtjun8uXN670azLqtPNlm5fNoS0bC8oxu1utX292y0VLBWY9eOHZuxLDnGkaDFoy5+MT9Ssv4wZI3W0K4urVm7axaORQTAsWTGzr1ySfQ/YIXDVmUfEw7XvqAPz3Hv7BKq4QRXPBBdCYhDAYE8IRbVekXqaaZyAe+11RUbHxuxz3zmU/ahhz5syaRLcUomcGRzIRPcL37lK+D11Vi4VykAwiwcjslRjPDAenVH1w0Wg9GhYDBiyVzBAuG4Dah4vTxmniga2rNj9e0wFZqBervrNBKdOvnHMDURUdmM5mHugbqaF1NaEj1g+vfyMHfHfFgI//Suu4cA/NN77W7bkftiE2XIes5XVLtUwFTCUsLKWB6w6zgw9SzpA0MWH29hY9xC4hNv7tWrAqB7tSgZVWnD9sp79tK581ap1O0aizSUdq9t73vgvapAMfhA7EMfjsWLsZlLFy5ocabylEgLK8tKxXb3KgJK/J3rzZb6jgI6Vbc9LabaAKBq1Wyry2VFsEUPjmoUoMF1iyM8eeKEhGCIf/AvpnrEqAOf6RR0cCDojRA5u8OtrW15SLPAu8Xd9RWhXQXERO5hUNLt6thZ+LFIZOyGUSY39hLRiBULs0IOmBUlWanRFEiU8kWbm5q2qdExgQ7nhSpqdHzCCsUROSsVSiMuLJ4FPBIWsHEcy9ev2csvv2RP/d33bK9ctrGxkpgMmADGsRA/UVFevbqoz0lUI65kgCmq9ESCfGazD7zvvba1uWrpZFxUfTaTtOmJknr3zN3Wa/s6V51u20YnZ20wDNuf/+XXLRLPan6WsSnCDC4vLonK5XxhzIFJBRszlNsnT5zSHDe0PqNFbGDYsPC6MAiTU+Oaw8Z4ZXHhiuXzWYtHQtqUNZt1+9XPf94++OEHbWZ2RlWv2whCK7vZYfCWcytVsudrzW9cxrOrrrlG0MmxwMD2dzY0fheOpy0UTWp0KJHOWiACYDrmxcUNI9xCSOVMNbQ5pLL3ZuhpNwy6HRt02UDuSOSVyea1keOYgtGoWI5gCOc4F3mIiE6v54G6K9lv25Jw+EZv0hk4BOA36US+m19GvrYsVswqKj3HWU/S52WOMTDoyfN3YNhR+jPBbhHT3CNKUI96ZgFHcOWtQeqpUdUBTmQJA5QkDDEq9B/+4+/afXc/YJevLNroRMki0ZCMF1A/A2z0IaHv8IymLzk1NSWQoJ9JaP1WecfGJ2etvFvWcS9eu65xJbyaSQOCsnUjK06BLarQm7mkt4pICiEQQFOt7IpSZ8GdmBiz2elZpq7UZ6QSo/87MTmlRCaobRZc6GOqHDYQAAgLLn+PMAh1rje/43qPntsRizFAi1ALUPZHbVj4o/H4wQwqFRVVcAhQxW0qkbTR0ohNjI3ZzPS0KnHiHaPxlPrdvEcklrBOfyC7So4Xj2UsOje3NjUMlkzELBwM6HMXCwUJk6YmJuQQVq3u63MxrkNfmWrTjNnegZVGcnb2xAnb3tqwzY01e+B977XRkaIFhz25YCGc47V5BtXz5My8Ndpd29jYsRtrm0oDGoai1u0jhoqJogfwUJLvVZyhCteXChKHLI6RE8b8NpsNWAiOmdlfmBFEahtra5ZMRC0WDko5zrn/5M98wo6dPC5XL3rJ8nZGn+CJruCqaTnIlCUYEvBKkS7v7rCOgcxqALi5t231/R0ZloQA4HjagtGE0q7oud8cQ0JZzWw3egGnhfABmI2O+x7hiNWybqtlrVZDGyCyhSPkWidSsgDl91w/XiAo7UFYLMchAP90r7yHAPzTff1edfSih3+Cx6vY358kexSAgHYeYDfoxc6J2nW9q4D1Bcp+0Dsq0X6/47xwMZeAfvMawCxqUH8a80kk1TujCgEEEXHx85jzN+o1W1q6budevmw3bqzY3NEjYtwYN0IUxWL48rlzqnY2NjeVAkRIAqMyAAqVJUprFjzGX1g0y/v76qVit8iG4siRedlSon5mXrc0UhKYHpmbl8IVWAQ09iu7Vt7Zkgc1IARNDcifPnHKatV9m5ycUAXMcxFfpbOZg/ElFnmqaMATVyd6gYVCUUItZmrpVcpFK57Q51YwAylFFtT7MAtLSIQcteIu8AEFsk9vQvGiXA4NcbmKCLDvOnvW5mbn1DtG0IQzGJXTN7/1bZ0PwJhNCbGHTz75TVW0COYYs4nFI5bP5WwS561iyS5evCC7R8aBYBuYrZ2fnRGtS/9/t7xpI6W85rOnpqCIQ5bP5i0Rj1k+mxYFzbnDw4OgCcRnCXyTExm5YG0wR13ed4lCiZLt7NVsc3tDIAVwcV0Yw1G/vNmWkpq8Zq4fND+e14ApAEw4BTQ5nwNHq0plz7KpuIRWD334w/bgB95vjVbD4qmUgFwqZDY5fZ8JcU5hGm2idPXiMwFg0cjePC4bgEGrZpXtDZ27SCpvoURe6n4AWHSJHrRdvCxgqaGdwtkBsBOuSfzFprQL29EzxpIAZLa6oroJaUgCvgQ2JMSGcBEZb2LumB6x28gdVsA/wdL3jvuRQwB+x12Sv/8B/SQA/Crw1Rrx43grF7YgqhmTjSGVMIuGS9UR/UyWqgfAgDBA2odm9uYkFWSOfSH9yMDQLfihsCwa4c3UC2NkA+vboFmn1bKd8pY9/+xztrhw3WZm5219Y1MVKypcsn19IF1ZuWHz80dt6RrUpcnPWIk4A/quTfkgA3B7u1WFyrPgUk3eedddqp7vv/+99tTTT8lasF5vypbyu9/9nmwtGbl55ZXz8k8mrH5+blbOUSyMjI9wvKdPHpfYhqrz+vKyaGeqZsCY9+H9oEcTqYSqIgAW+pZ8YdWjsUAAACAASURBVCrhXCEn8L127brXk0yKCWAEhpnpVrsr2lxUZJgYvIiz11TaT0QohVUjHtKYhzBSxRvNzsyqHzpSGpM708TkpC1duyFhUyqNzeSePffss3ouvXk+Cw5WfFbGs2SsEhjKIQsKn2peQQJDNi5zqnSPzE3I0OLCKy/ZfXff7aIQu207ffKEspqhsbc31xV76MwwnHAKqj6VycszGz/neqNlzzz7gg0saqls0Wq1htVbbec1XW9Z2DPnYINCrCOfndlwxs94z9nZacU4EsYBmPJ5mO2Vcr7XsV//R//I5o7M2UipYJlsRveEzyyoKvUyhblvZN3J+fDmgPXt4P6lp8vGiL59cGCDRs2q2+u6FrFMyYz56pQb7QKAmW3HZEXiLihj5QG/GoB9rQLnvlmrKCSDeM0KKWK1mmIaGVOLJuJ6PSUmxVC3O+oZYRbvF9BMt/fl+fsvH4fPfBvOwCEAvw0n/Y2+5U8CtP57+IAr84cfVCD7rjoHOOwpnbFscgGvopEHnZYNUaUCloOeDbqIrlik+46aVrPL9bVEQ3t9XlUPUjj3BcIECCAicY5CmN0TqI4RgcoC/QcNSHW1dHXRXnj+ZQHH3OxR2y2TEZu3leXronqJEKTiJR2IecwWimbsI4kFLJdFo+7u1yXQ4bgazZYWcMCIsAG8jKGary0tCSSnpqal8oVWZpwFT+i19XWl+OCoxWvQY8Ta8sjcjL388osaBbr//nstGYceZJSqphQlKmisEjku0nj4DwMQKHKNJgVcSg+bCkwi6PnyHDYpLLzEIVLZ7ezsqcInAIEeIyMv6gF7Zh3Q4lIHMx9KIL2Aw51K7hPiFBGgIRRiI8Lf1VvOIpOqEXDkZwFdeulQ87QVdnd35IvNvwPGmFyMFgoy3Th+8qgl4zHb2lizWCRkZ+8gMnBJM7WJRExV3PTMhCwqa5V9zU5rxrha1WfjupPFHIslVeEBwCjHXzp30XoDZqsbtl+paQM1PT1jV68tK3FpempGr5Erjlhld89jPco2NzsjQKVynJ6e1iaJY6ZK/8Vf+qydPHlSoi3Gidz96AR2UlijQ2DUaDjUxg2GQiJD7mmNI7HxCWvjAAizCYJ6b5S3rFUpi41JFsatF4pbOlWECxJghmNRJpU8X2k3u+v0Bn517O512X5I2IibV1XvzU+5ariuewD2RKwIoqx4TPQ0/8Hw8LoR/V3E20xz/f33eKMrzeHz3+ozcAjAb/UZfgte/4cB8Gv//lbA9QFYy8+tQOxXwAf/wMrtfsiZ0HcFtMz8OuN46FssKJ2dnhYPOWBBpznjfyg8MnrlfOv1NxmloG9FL02xhJ4YyS2Cjnp2KlT+3NXMJwvSjZUbtnJjw/rdgKwpiRJEzfriiy+6HivK644bZUEdy0wus78YIwB0GD+oqun1rNbuyBDiPfe9RxQkVDBAROD82bNnrcj40s6OlNZQyVRZgCNVIiCIEtj1DDGZiNjeXtmJgeiHDqmGT6qHffTIEWt3Wra4sKjPD3jL07hQ1PEyzsNDTk4BgKmmuV/OAxWuFLjDgNJ7UFczO9tU3F7lYHYYENZ/qoYU4a5NAOdXVSAVsiLwbi7G8iQOATzOt1uis3BY89MIzrIZFMFDW1lelrc2IfYArKNqO+qBO+eqfZudmrZCHsMNjn/Pjs0fUT+dRzTGrKyJKoaqZwPH33E80PGMDM3MzOlcFkcnrN5oa2xnu7xrvX7ALl28YtUaOdD0zYfanOwDvIWiV+lFLJ1M2bmXX7aRYk7jR2yWmi2yjLNKXJqantbxPPbYxzTvyzkhOtCFIThBnERxnLtA0FH/fYbWXLvF348CZjAnoQj3btQCoYANeg2rbK1ZoNPUZjKRGzOLpC0WS6lKDcWiCtvg2HFPc71mcqu/H4D1FUO1r++Q84duMkuN6xuzwV5SFG0H6CHG5Xwqm16zqvOQ29QyK+xMOvj1xzFbb8HCdPiSr/sMHALw6z5lb88TfijoCrhu7uj1c+6vPMGU84WnPr25qPygLyfzlj31cwFXbcpZjJSp6kw21LeSAQe/dwDsKl9oZ/7NzVOqmtDChgBFk5Dq47EACYCDzviARdGn/Ohj8fNs3gEiAJj/6EFubu5YtdLSWA/CK5JsoHmhiFdurGjUaKe8Y9OzsxI8sZAjcsKisT8gxcdtGBAjPfbYx7U4seiR/PPyS+dcVVXIqyLFmGJhYUH5uGQEE+HHDDGgzOLOycWTmd7m4tUFBUVABZcKRZscHxcQdNstAQ0LPq/N+1HFKNfWE/7wGfENbiO+UWwhIiNoZ3qdDatV6wJFTi+VrUtNGuozQVEjPiKdCVqXKgnv5Ri96TQWhk4dDNj7HsRyD1NoRE9VHUYd/B1VMNcOoIS9Xl9b18wu4MWIF3sLqXLTKfWGoZwz6aiEVft7ZameEVhBX1PVQlPz2tFISH1wesfpdFJgzDGjWCaEgsqczUauOCawzRdHFPdINdzrDe1rj3/D1je27OzZO3XvkpbEzQFd3+kGNKqEA1ev31LgA+NUY2QH16oK5OCcfeITn7BAcKj31aYwhEcIG0lfAR3Qn2EN3JgQv2NjwjlyFavbLJJUFJdeges/6DesurVmg1bDotGERbMjFohlLBJJWCyasGActTK9XtdeUUcfkPQA2O1/XQWsXr4A2IVx8Cv2oxjadFtNfc8AX222QlExJnwQXo+es75ogC4jSjBLXES5yx1WwW/PSv363vUQgF/f+XrTf/r10MmvpZX5s9s9Oy9ZgR2DtPp+a2/tfn3NrOCtZu4AoeDYGxGS5Z6qVgdY9H7dv/Ory/51zDQ/B+ACHF61K6GWU9zqPTBM8Ew3fPs86DwWBxY5GSaw8N1SkTjPXBO9CHVMdfjyy+dtY33bFheX1LfdXF+T8xAhDVSo0MRUwUoWarVEzW1sbFmf+d42I0wDLdyf+9zn5LbFmA+UIrQlr805mpuft4c/8hFV0Yy6PPvMM9oAcAqgoBF2MRdLj5XPBtXKuVi9saxKlkcxmxFIi1Iu76jnyEjU9euMTMVtHUCPx3RMzOsiPHOOWz31ZAE6Hk4RjkUmyUmM4TgqE+BCjEMlTGWEsxRA40wpwtZptiVsg+qGXne9dRfFl88VBOJQ+AjcAFwqPahnNjW8ST6Xse2tdf0753JyasKq+/vqqZ49fUbVciSMy1RABheV6q4VclhfxqRIRsx25x136OcBcII0mN1mg9If9JTfzMYpmaZSjFg6h13ouACFMIbJ6VmkR+p6XFm8alevXpMnNDm7+ERzb9RrDZs9ctQq+2RF3xDAo0qHWqa9cPc9d9vckSM2Mjqq94knohKRNRlnGvZ0zujNKwFKFpCYa/CejMa9iho6MIyBvuZ4oajZZDaqO9ba3bJ2rWKF4qiFUvSAMQqJO7GcerZOfAX9Hwo6xzT+7Kug+ZUHbXUJsST6IuuY9gumHGSauM0vG0j10cNR3fdcc6pxjmngCycU2gBVTqV8swI+rITf9CX7TX3BQwB+U0/n63+xnwiAPQdIf4FQpJpWaujejoQv7PADGDQAwPS0cEFSQo33Rb9lSNDvgx28t9cvFF6rh+j3frU/F0WnVqHoZUeVOZs9qFIiAp1JvSz7pJi+uZB5lhgSjbCAsQgBXCwufrSbD8JUawAjf2Yhoprd2tyyr3zlT60BTdkf6nlrKzdEIePeRHoRYQhUCGvrm6JroStRRKMQrVbr6v9Fw1H7+GMfl1MWwp/jx4/bM08/o9zfrc1Ne/Sxj9n88WP2pS9/Wf1h/KeZH1VVyqIXDHizpyEl4bC5QZzEJgJgonLd292RnzWU7p1nz0gERDWIbzTHfcddZxXWQLgDCy4gzMgVVRv0NoCJCArPZTYH0L4s3I5W7oteB7TJmGWGmL9j3pcqDlen/T2EPB3N7wKAis3zrCthC6DVOb9UsnhjY6bBBoCs3p3tLdGeuVzKcIxiM8fI0JHZGZuanJAV5jNPPWWBAKNiLZtStbmrJCwo+EI+KwBEcYwCGtBnHIigB2qxRr2qazo5Oa5zzljNyNiEdbpDzSinMjk5YUUicTED5d09e+GFl6xQLOoa83mw8ISJaFQbmnFeXFzUXDgVbmlk1E6fOWOnTp226bkZVYURKlEqeK9/C3ODvoBNjT8SBua6iEzX64ZNASUBMt2viAWjUV177nhCRlq1HevUdq1b5zhmzGJZCySzFgxG9bNKuYISDga0+RONLd0D7QJYIWd5KabI6/hoA+1lC9OCCbCRldDRMRZ8N7nWMm/hmBDPeSp/NA98v+hRa6pAamtXAR8C8Otfk2/nMw4B+Hae7R/wXj8xALPqUmlqYJRFo2sDhR9A1TYsoKF+V4lKiiNqys2X6ot4y3vz7/4DEFV8mpPv2HDoqDgnvqKydhW2M9BwlbaOwaXPaXGFNmZsBgB2z3EgDPnckxqI9YCFwy0KVB4IZqjw3MLkgFlB7oCvQB6bx5b6hX/8x1+SOGp7a0d2jwTUUxmT9asEpGjEKYAjMYmvGG8BvDu9vht3isetkC3Yxx57TBTx+VcuCCh4DQwmqBg/8OCDWhQXlq7a4pUFgRW9WuZs6QEznkKFStWYTDAL6lKZLl3CuYnPElKflm3IqePHdA7xn85DteJsFI+LSlxfX5cxCe+PyImAAMZzSFXq9YeWyWYFEBwTlC5zz7JKxPay7WaVGeuiKiJTF6Asloqa6y3kihKTQZmzIeA9AViqYc4zmwHn+sVxOmA6Nj9v5Z1tJQRxT3U6TYErmyQqRZzNiPFjPc+mkjp2ZntRv8/NTdnq8nU7deKYbEFPnTql8Ao+C7GQS0tX9flw0qKfPzY6YlubG6quoU+DkZjiHpn9JTKxP3ROT9DT9PDb3b56/WyYUJlzHgBQfKJRPTOGVK+5MaT5+WM2O3vEWVUSLQjL4sX+sWnp9wayyeT4yf3Va1FZAtSAGl7l4aCoe8SCgCfXPCTvcoxZoqpQW82q9Vpl21pZtGQ4aaXRWRtGUxZM5hRJyCYxmUxJrcy3gQpYM9gYZwjUSUoauFSs1wCw+345lzk2X3zJGC87+K76z/GAFkMVfeO10fJobm3Y8I9+tbPX27zMHb79DzkDhwD8Nt4aPvj+KBDGScoXRanyRaTUaas/F8B5qt/Sn1Eia1EVEAYcAMhdSs1Yt4v2/G3ZXUsoC7AGgEg3ZkFYra+gdT8Npe1yaqFJoZpBKV5XQxbs5m/pP8vLiirZN7b3q28JXhy9ihEH/U7fBAFgED19S/XLTCg7f+ji5599wa5dW1a1s7O9KxDHVhDal5Ea6Oep2Vm7fGVBgqoKYy0aXcFFyK1eVLD33nWvvf8DD9rOdtkWry7aieMnBbLPPveMRpowriCwCQp6d6fs0ZOMRLVFW87OzolpwNs5RR+y1xEFDviqx8woCZGJZjY5NuYETTa0kWJJ1e7oaEmbE0AN4KUXirc1vVvOwejoqJ57lVGanlPhQpVDaV+/fs1VMhKxMUrV0WYDYIJ6JyJREXyJlCpjqjCOTUwClpUoaaORA29pqj/GdKD5Sa/KYkbS69i9995l9VrFYuGIbasiHlqM2MQsfttx67UB9z2BYA7by0Le4qjaAwE7e+YOu76ybPfee482LswLYx3JNdzYWLf5uTl9XpKVeF0EVtlsQf7YqWzBegMo1rj1B0p4UB4wGxZaB62OC3/gwd+zcWATp3YA4EMKUTxhjXZbVL/GhUIhASHtFNHMzE6L6XHg1mrWtOHjHGizSBWsdogDX/7juqtxrJncgAX7pmzr5RvnyJSyVDhj6fyoBeM5swRjSBm1C1KpnEuaGg6t67WI+N6wUQSEBbLevUkFzENiRK+FwzfY7wv7egvN4XvPccEmri/McRJiEUIFzT1CL1ihDZxHJ8jS9/5QlPU2rvQ//K0PAfhtvCw/CQAHfRYZ5XEPIGTcpuEizNjjDzHnB3wdMe1XtwJub45CQd+0gkUVu36v96+iqvUQx+yAmn6Yo5vxHO66OX9VsfoqO9GKF4tGtSFKTb1n18tiUVeIuAQhzunZ30QwaiN3LJ8u0+Lgkl7cZiGo16KyA0D+6A/+UCYX168t28TElJ1/5bzt7pZVQW7t7OhlF64u2szsnC2vrMi4AlN8hDxULlSvgN7RI8fsoQ8/rKrpa1/7mt111z1a1BF5UTESUZjOZVVB46a0s73j+ut9J0gCgKu1/YNzzCgWQitMMFxyEUIprolZPpuxifFxvS5qXRd2sKuqEPAl/k+B7N2ebayvOlofP2liCfN5VWtQxa7Kb8jhCzDYq1TFCvC59qs1VYoYamC7ySaCMRUqX64zlDcbAl5XkX8R5nLTMufgGHL5jFNKhwKq/jAUge1ATAUl7Yt/Spmc7e3v2MTEiJW3t5Tzm0zGFMCRTiVFk/J52OScPn1SFTj9XtTSgB19Z9ydnG82G4GQNgP7laq8qcenZiyZzNrefsPS2YJ1AGIERtGoqk/ZgsbiuoacZ3lrA8ReGIZ/70LJAn5cBxgHVbLczF7WrlKmen3d2+gWqODZVDJ2JIGWBXQONZ4k32UHmFDJYma4Tzs9a9X3bWtnwQKDtsUCGcuggMYJK5VR1YvQLRIhHCOh1yH/GIDXbDcUcsS91g8CYG0YqYrFRLl7oq9K2Okq+G75Zjcyt4FBwrUL2pneudcPDgQ8MZbX8nEAfCjKehuX+h/61ocA/DZdlVur3gMgvkUGIpgD9DSP2Ld+u2HdZtPINe322qpzlfJCn9cDV3837f/KjK6+7P5sqE89e6NBICvjQf5Ihr7cGM97c73adQtY3ciGgFIGA4C5Mxvo3SICc/1dqomuFhvNTnr+x/w91Riezirm1Ot1AC11qHrEEVU9vAfVLDO9X/2zP7NXzr9iqSSWjy3l+SJimpyatOdffNHiyYQUsixsjWZbrlF8Jm0ehkPRz6hxP/TBD9nDDz1i3/7b7wj4AA3o4Oefe17mDNMzU5bMpO3ylcvqUULTknJEBTU5MSngcqrmimhdRFGkAlGp+ADc77dt0BtqTAr6l+qYa6iM3nRK/V2MRE6cOCE/axKW6GcD1iyu2G+mshnrtHsSoCFY4nUAelyr6AHDVFCBYq6Bmxb9T2hqfh7fZ5TlVPZUgpx/jhlQ5rUEOKGQxqFoENBWCJKhy6hVlIoxob71mVOndB1uLC9boDewmZlJa7frtrayrNna4YDPNbD5+SNSxEOvnjp9yvbKOwJGABDBWqNZlZsWzAHrP+0EzDkAQjY52CwWRkctEUtbJjdqgRCmEq4Xzm0Xw9YR4xGq2kBA7yOvbjYV6o+7e1fOYF4bo15vWCKd0p0uMNVokbODrGsDU7cAu9oh/VXG0/q6Pugc1F7xAFj932DIQlHXA+bnEsGQLV4+Z4NhxQIEUaQnLBRNWzCesXA6bdF4zGLRpIXDCc03ywLUWUI7dy2obEaHbqlIX1sBH2yQmY/X988BsT+3zHP7tI2cybSup+h8whnUdvK+S5yT8K1iLPddO3y8s87AIQDf5uvxg4DXPwS/2NXiQS9W6Nmzbqtirca+tRnUVylr8sPVl/KWfq7LX3H9XmZyAVP/oRGLW2go9tkaE5Ja2ZkSuCdT9TljgIOer4NcR+0dALZT3yIW4pn+32uBgK5mhy560IsfxAWKmEIWE8W6+apQRoLYSAQt4pnYUwEBXgh4vvjFLwlANtY3JczZ3NxyvsS4M0Uitr65YdVaXRWGgFeL9y1ncmgSKP3iZ3/Rzpy+wx5//OuOAk6n7eSpk/b88y9o1vhzn/+c/d3f/Z0q6PXVNYEqiznbF0RZVNz0eBtNTDRQ0KKQprpsS2TV0MiIqZpkLOfI3JyyiZlNLeULXh8Vu8ZJbVIYZbp8+ZIdmZnS54S2JbmIc0kGLiDKucXYg+rXr1yhWhGZcc38cSMMRF5+6SV5A8uYgaotHHJ9ZyXoaMXXtcBhiQPl/MYiYcvlMlISUxEW81lXBQ5Nqm9Gmor5vMXjUQUtTI9PWKNBL7domUxabYJms6YZYERvpWJRvVp6+J1OS6DP/K8TZiX0XI6CcyYva5WsIZuenrdUZsSGwYi1uj0bGR1XBi49cUavEHcpw9kLpuC+4jNyLdiAyBnMqzIBYl4X1oJ2BZs+ObIN+hYOBG1/f1fMEb1uetu3OmK50BBvY+jR2MqWRsXd6VhtZ9uGvZptbF5zftnZSUtmRq1D1Z1OSaWciPG+ca9690aMvI2133Zxm0zvm+rLoTWOhIWrO17mzJ0hjbuXNToXcG0mvrdukwI4m9gCYhKdXWZI3wN+RbSlmWAfmG/zWnf4dj/+DBwC8I8/R2/qT7yWdvb/rDXSN7boU0VS+BLMvmf1RlniD1J4oMMQjjjQcwCs6tTr79482FfbXrkZWw+gbwFiduh6ZwGw9xypmF0/11c0C7y92V5+j9jEX7x8APZnD30xicwDvFQY0XCaKXYP+eoGQ/IA1gZASlGi+6AgnRnFxtqqBFirq+vqhy4uXRN4spgCQpVaVSpkUoMYz4jEmYtlXKfl1MKM54TJpJ22j3/sMamEAXBeY2x8TMcPqFIRPvaxj9mf/tmfCYDXVlYcqDbqmgXFXYk0ovL+nmhJKug2ynONrpgC4UXVB0z0Kipj0fzKgaWf3ddiT7+3UCwIuAElBQhUXKBAqViwbn8gla9I+2BQwip63QAMDlrT01Oy2kTsw3OoprluMAUADjPCjlkIqhKlR4h4S9dFG4Ok623b0PWohy5YgsSiyv6eJeKMuYStul+RCQefk1CCeDwsyrlSLmumF6U07zk7O2XHj83b0tUFG6Pv7Y1g0WbA95o2ybFj86JJqXhhAXTHBoa2vLwipoX56DNn7jYLJuWC1ep1bXxyWqIsKtBYnM/hxFkHgOrd/z4wif5H2Kf71lXEnB8/hYv7TtSzfsX0xc270yrx+668Fq+v3qrCJpxqHwDuwwj1B7a/uWb1yrpF4gGLhuOWS41aNJGzHiIu6HgLWCKWtFCQfGCEZb7piZvF131PVa173wkPpXX0Hv4MPfcHSVfRCJ/bZ58C7jho8+osMuLnOXjpNSNaD/jsSrzyjp/YQgfAbhN9+HhnnYFDAL7N1+NWAJYIitEhKoE+9o5NCxBwwIhO1xleNJpl6w4aGpNA2KHeq4UddeyJsvzqVpT1jxBbqAfsUcLuY3uzvn6V6j1XVarzqhKQ+cDtv4/C4jnGW1YPgEpG8QcOV0404r+flJ/04Lzz7S8sbmaRhY94taBnrxcSYH3vu9+xL3/5K17/KmgXL13RQo9N5MLVJf0KPQvYaG42ErNmqyXAI4yBahHwSqfS9t773yfAYmHGM/i+e+8TSOzu78l84pd++Zfs3LnzmgHGbYv+a6vTEgCPjowIVFuk1nje0iyg5A9DhdarNZ0L1NFQtCycoqn7pAG5sPsYQQoWkGEIQQn8jJJ3wmFR0BsbazrO2dkZHcf80Xnb3NhUBcx5hNKFVuZBzi8VPOeNOdmJiXGJ1FLprD4/1TPHB3hD5QMi/J5YRK4BVXouQ1ACfVoXOA8YcywcK/1UGIpkKqmcWtKgup2mjeSz6klzLGws5uemLYPJRrOmyl42pb2ezjHVN7aZ9Iv5M8dADxnaHkqXa42gi+q23ujYkSN3WHFs2vrBoO2Ud23uyLwLn9euD0B1OcjqDctNzQV4qOVBJCBxkkM2rK66Zj9J35cNEW0IwBYvc0RmADC/J4jD//5ps+SN+VBNyn5S5heOQajs7VqnignMjkVgeYMxSyRLlsoUbRiJWDybslanY/FYxoLBmIsN1Oyu24R2ug4s2eDwmm7m26k2DgBYbnLeptcTXfEcN1PvUpnUUPJGmHwXLdcichsveYF7hhxsQIbKDfZEWJ79621e8g7f7kecgUMAvs23x2srYBYAFuIWmbWNqgX7Des1KoomY1YT31mM/MOiEyOuOvTo45s7WgdrAshXF76v+nSvF4Cl1lSakUd3+0IQb9PgTUR5nj5Ufy5cwU0eOUEJPWsWXI0WaVFxwM/CSXXKf47eDrrFyusLQzHicvX7/+UPVAFj8oDDFb3ba8vLsieEgpRNYq+ngAcEM1CWpWLJNre2VPEpaYkIwbEJp2oNBKxWqWgmGEHXy+fPqSr56COP2OUrV+QjjKgJShiVtTPdSFipmPd6ql2BHAuiqjw8sodDCa0IP2DRR/gFPQgoEFeHAEkWw8ztIvaJIWJytohHjx5VdTg9OanXQWXNrDImFo7qbgtsuUcQOAHsjFcBqKigeV/OLwB3/caKhFacE4A+5o0icZwAr1yvhgTUpyTuQSzGki5P57gbtcJpSfQnY06NulKOIpGQZdMJyyRxuGKjZBZTe6FvE+MjVizmRKMfmZ/XxgzbTX3Gbs9Gx0qigdnUMIJEFS+HKVX4Ll84mytarjBi2dyUZUqjEmhRTRZHRsWQcNaoon2HJ+IEFUzvvY6vL2AjAXPhzrcbZ+I6yitb1ph7cupqN8mxHohul9DJi4lUhCSiJlTFHgDL7rTbta2NFes29i0W6encRRI5C4TTlkwXLIHxSSJu7R7XPm2hsBtHCkZCB8EZfA7OvaOh/SrYA2F/tNCbHlDD2nto5t4b7XN9bs+f2tssawPhK6o5J/iEa51ws8AwCb6Gw6koX92Kus3L3+HbveYMHALwbb4lfiAFTX+03bB2vWLV8rq19ras165qp87im8kV1R9jZ83u2XfZEZR5YQna5X4fDf3qD3cTgG/+vdyuvq8Cpil7C/3sqaddteF28rc+3FgworDwgWLU7x+HAkPRvgAGO3Jew+UB42uLld4tIeWeAEYbjUDQzp9/xb70xT/RGFK9VhdFixsUox1OeBUR9chiCwgRYC5h2TAguptjGB2fVBWp0RvmbZdvCFR/5Zd/xZ59+hnrDnp29epVzbDiIsWozPUbN9RjpsJlH4FyN5UkhSYoIZhviegqi4H6vCzcxXxRGxbee9taqgAAIABJREFUS3mz7sS6zUHQ5MbEvwGqmFnQR8VlC5MHzjc9V4wgUGpjjAGAU0kSAAEAj42NazPAOaOady5affWHr1y5opEegInA+aVr12xtfc1y2Zw2BVTFZCErLjCXsb3ytuwz0RLwb1xBziu+1Wz84FdksZnPWyaNcKplqXj0wEAEcSAVf6GQsVwubeXtHTt6/LhNTE5Yp90VJQ5gXL58QRsf0qWYFWbDQBUNyAPSThEflPgsk5ux7iBioxMT6oezoUomMzaUzaKzdgRwYrGI2CAStJxhCT7PXQUjwEiw8YAG57vC/YqwjGvY6zStUtnVpiiu6+O5Yem+dH1jWhmwTAAwfs6M7O3ubFunWTHr1K26v23FYt5avaAlcqOWSBcsHI1anM0XG8Fo0obmFNyxhFNVA5C0cn0A5r50VDdn2bv/vZhItz+VPZb7iqHixlFOiVUOgJlcoJ+tFpQH2i51iYr7VgCmAvZFX24s6RCAb/OC/2Pe7hCAb/P1eC0A+29PRYTIqrKzZntba9Zv71oyHtFiHI7ELRBmvtFl5zoFh5sNchSi+7L+qOr3tT1g/zgOwhIOgNgZB/BaTu/st3FvNqsc6N98qGPMIkGSTzKlxeLA65lxj95AEXP5bFapNjyIWROFTh9YP++5VXt2evFY3J5+6mn767/+W3vu2edVwVVqDTfa0euJOmbx9dWhHAPjGKhueS8MO6gGif3DKapar0qARBVJaMFv/JN/Yk8++aRVavuqNj//+c/b1ta2Pf3Ms15EXkMUNIAa9k4sR5gIR2xEY0RBzboiRIpEw+7nwmEvySit3RBqbcZ0oAXxQqYilIDGczyiEuq0mjZSKomuBgCY6WXzwFoZVxhBX0YdDiRd9VJtEN7Q0QjN5MSUbaxtyBlsdW1DYAdLwAal1qgf9BBxwiLmEQEbQBWPAoARxQ2y4FPJU7kChLVKVV7XqKQHGJq067JHjIfDAtB77rnLNtbXbHSkKN9owBXgYu6XB/O4zNqyoeA1t7Y25dtNOhL3DhsGXLh4X/WGMxmB8eT0aYulC1auNWxiatZT+gYtkclaE3qXrF3OgsSALvWHPjGbHcadoPhlMgL1qxloBHINeUbTwknFodzx9exaNBwSg8J9o34x0X7MojMmhGc5QAzod1q2S1++35YDVjiANWTXopkRSxXGLJrM6t5NZbLeWBNxhDFLprICQ0UdejO+7vqxQfTdsXx/aPf98b9HAl15qw/1mWjc+MDssdH6e//e9+fu+bPMYjSt4ImwlJzkNCOHAHybF/uf4O0OAfgnOElv5o98X/XoAR80V6dZt16zZt1m1Wq7qxYadiydoEqMWDCWMgkqJEC5VUwBUv4oAHaqaX/37ADVzQW7jbZnH+mJsHzvLOaIb84OOoeeV4HuLWYCakWrSnYezywC7Mip9PwABxZoVMEkuCSSeBVjlOGpRDtNBZJ3UH5HExqxASTpgf5v/+v/LkBFXLW5vaOFFrtJBFi8B4shdBvnlRlMqV69MSTA955771OIw/Ub12VbiBJ7dGTU7r3nbo3Z7FXwMC5rRpeeMZm+pCA1vf4u18X3CcskE3bmjjuUtoQnca1WsW7P5fu6iMCQ+qMAP3Q7VTnviegIAZauPRXyYOhmdOWnDX3NuI37DIxCYSc5OT4mi8x7771XI0ZUwYwJkcoEmPFnNinMIePuBVV67PgJW1pa0jVFmIYbGNWmD+4S8JG3TG5vp22JKKpdR8MSXs8xzM7N6JhgAqDSo5oLTtjoSMHWV5bt6NF5N0p17KjMOgr5nMariHVE3cyxsQlSuhDA0+spgQljEN+7G6esqYkJ/TzXD4ob/cDc/FlLZEYtni042lk0d8gyhaJ1JHhz9C19VFoaVM6uJYNo0SmE2eT4lqnOUhVGomWRcMAS0ZSsP3e3NywQQISFgYqb9+W9mGV26uGIBbk/B31r7u9at9mw+v6ORaxt6XjEtnf3LF2csGRx3DKFUbEy9Msd60MyUVxRi44OdqNSbqPrKm0YETaPMDiYZqjo9VgosdE6bG+80HnfuJ850FS4vrCv99Bre/aWop4lYPNNRXiPAwXYYQX8Zi7mb8JrHQLwm3AS38hL6IvDjpcFBnu8VsMG3bY1artWK69bzKiwohZOZA9mdm8VbkhA86NcbrxRpFvFWe7nvZldb7jfH/D3BR0HIimJqlzS0a01r8YlvLhBqg1SZ3DSon8aIvLOo8T8rQLvjzkGixXASX+OhUOLcKOmfX40U7BkJm9RUnuYGe707d/8m//TFhYWtagv31i1jc0NqUt5HWhi3geaFgAQvd1zAjFo6DNn7rDJqRlZImK44feMf/7nft6a7YY8mUk8YlwGpfOjjz5qVxYWZPqxur6qUSOJegJBqYbfc+996j0DbvQ83aLpPKFZWGkXcF6UVBQjoQibTKwwY9Zgpthz+EQ8hHqb/6C1+XtU1uo5h0OiZ4nQW1tdU1gCc8MA7/bWht6DHjRmGYAk5xHwvfvOu+3ipYvaRBCMkM3lFEZAxQ+QANiy1qQvnU6qmvUjJWMAUChoe/u7FolgvenmbQkxSMajlk7EbHpyVFQ0RjAcPyIyPtPDDz/smIhgUONMpZGSEINzynseP3FUblj8GW/o3XJZoNTQeFVCIjGsMMnsTWVGbXzupPWCbDppK8QsFk+qos4WCgJj7kvR6YmEzpUv8mPjpYrYy9LlvmLml+8UhiBg0KA7kOqc6peK2KnYERkiXnKUOOenH8IWM6jP2NwrS5sRsp4NmvtW3lpTHnFubNYaw5BcvFBy015hY4WtZpL+MJUn4Q0OOW8CrIRYjAx5lLDnVOUDrApVj32+VWPhz/36G+jXjhXqu+i50gXYqHvZxgNv0+7c8L5/CuKNrF2Hz33jZ+AQgN/4OXzDr+AA2GXrBuS+1LNOr231/W2rbq0YCySjJy5R5Wb1+yOB1z+qg1lg7+vsmXZIrezFDjqAvQnkN/NEHVA7Vx5HHfuxadDA/vuzeMuukplgAt/rVe3uUdMq4JzKj5nOnosuZHyCvppGdKj6UllL5vIWE5hgukDIfMSuLFy1/+f//n9VAdbrTY3ZYD5BRbC1sy0qmvMGeAFK7ZYLL6AXTfoPfV3MHvBr3tzeUEoRYq5HHvmInTv3khZ/XpseMbQtFDDVK4DfbDdVPXLsgOAdp0/rtRkT8gVa/ilWhBx9yG7bOVJ5PrxUw/LzDYZEjcIM8HvOEXF69FqxtMTSU1W85zhGJUaFOjszLWcubCplNZmMC8By+bxn1D8Q7U9FP4p4qepyhvmcnB9U2yz2ACFADwUvh7FwWPfYqRMnrby9baMyCNm0RCJqjXpF7z0zPWVJQixCAavXKzY+VrLhwFG3XHfydqnkGA9jE8C1Jz1pd29XCvJioaDrsrB4WcfEZqPXpzdMPnDA9spl29xYk+iLzc3UxKQVSpOWLk1ZPD9u9VZHdDoGLPgaA5U4TVHFHzisqbq8KTLS3KsMbOgrkybUsma9KhaCcHv61uQb91pNUdPKdw4zO+uYpVg4qllqw00MQxBYhP1tC/Y71m5UrL63Yf1Oywoj45Ybn7FuOG7heFr3OXQ9G5FINCGFdDKVE9vjA6tzsbqpneD7wfv2xTTdpJOlen6NkNLPzr51A/yDANjR2I650lqhKEXPke4QgN/wOv1WvMAhAL8VZ/V1vqZPTR58QWVQEFA1XNletWEf0YrvZeuP9vy4N7mFNhZF7e+nD5DZm/H1e8m3ArCbUXSLBxWwo/WcKtot+gqGONgMOGMHqg555rLzR92NGEkzvW7MBQDGOtOwAsRYoduxvUrNTt91n/x0Q4hySKIBpCwgyvp3fvc/25NPfkuKWCjmC5cuKWMXsRAPUd2tlkZeeC5UJrQkM6nj42OWyeTsypUFVZcf/OAH7fGvPW4/93M/Z1eXFu3SpYuitMnpBazzhYJdW7rmQiC8TF/61o99/OO2s71tm+sbsn4E+Dl+N8LCxmQogOz2+gcALGGYKirXj+R8aIwG+pGIQCp8fh1SuTmFtE9DApZQuDhNQfPyZ0ZpMtm0Xp+NAYCnDYMyd5s4cx/M+8KYMN7jeqMdfT6uGc8DvBjdQqREpKDrS5ulkjE7e8dpATA0NQApxfOgZ3ecOWn9Hsrhnkae2FjgvgXzgGJ7dHRc90KjVXfCrVLJyuVtW7lxQ+NbiNlgBnTM3vhUSTT6rlTQjD6RtjR/7JR6q/HCuEWTGWs2mpqrjSZx18KW0gmPXKDBUADnx1yygZEZKpubdkutD3QVVLq0COqVfd2D1u9aF1c5espxFxuIEl+hIFC3uG3hP93tWYBefKdqzequVfc2VQnTLgjGEpYuTVovFLdUruRU/swU97sSXwXCCctkiy4a8KDl42hyTQN4Gb8KjvDHkHwzHD/sxPua+u2mW4TRMtjxP/fBt9mb53c0NeeJJKegJibYmIha977TP9HG/cctL4f//qacgUMAflNO4xt/kVtBWL8fEo7Qt2Z129qNsnbv/mzua/vI+pIr9tevjr1UlYO+resD37oYqMWkL6tv1u56VdIzH2T4Mq3h9ZeogplV9hx42KX7IhAFMPBv/E8iF5J04jJr2N7cErDx/izCminttjUqURodsxiWfRa2VndgpfFJp/4E9GVLYvZHf/TH9t++9rji63Z2dhXVB/VMFcqDKokq1vWeo1r0AACShFiU/RxeUndWV9dEa87MTNvlS5cFplT3VMDHjh+3Qr4oe8p2q207u9tawB566CFtCLa3tgQo6mt69DsUtYRKQ2cNmM3mD2aNqcQUno5TUSQsow6n1nY0J5sIzW1GQgJvKm2qfmab+fs4Yy1tlMvkB7eV/oMoS5nEEZfwtL6+YeFg2MbGxwViKHepOgEc0dmM4qTTdu/d9wj4CJn4sz//qq6RguiD9EVj6gPHorhLBUWZz89MSx3dbjZspIh4q2Hl8qadPH5CxzQ2WrLry9cUfC+ryV5PI0jVWsXSmbRVK/uqqAlxYOSH5/AZYSZQcpO8JK/qBlGRGIps2uTEmGXzBRuZPm6pkWkLRVOKkOT+xE85nct7bAxqe+hhl6uszZ7uLd19uicIDUFcxnEzx5zLpFTx8nkAXxKG2BihB0DBjOYAlTIgHE0krT9wXszWblqrsm3ljevW7tQtlWBUK2rxVFbpR+FEzmKxlICc74DSsEIRS2QLlkzlD+wtXW/Yu6893YXbjLnowNdWwLeuJgD0gVmWKBK+7K/WY7jn82/Oj92dA7eJ7vP30icAyreMJHlvcgjGb3ztfiOvcAjAb+TsvcnPPVBIA0KkwjAa0qpau7ln/Q5VjhOaQFW76lT/70RCfqav+xdXrYq4uwm8/u8HWE26r6nnUOgpSgXAPuC6gX9/7Ej2jtDjsuiSue2BcRYLOVaG6sPJRi9kg15HoySkCVFl1ptNyzH2QsJNMqHZSRZRqg9XBThXrJW1NcNakcUjGonbH33xS/YH//UPldVbqdTs0qXLtkc141UMgCxUMkBDtQ79+cAD75OymbEiZycZsMnpKbtxY1VVICDFognY8mcUuYS4syD7FonYU3700Uc0p/vSiy/J8ILeo59hDHVODCSLoV8N+7m9+3tV0c1Up3Jp6nQsEsJasSdbTInHOh1nHRgOCJxikagoYsCdxTMUcd7EvA6iLP4dtTB/pg/MsdC3ZlYa5TQbHn6G6n12dlb9YX9xnZ87IsBn/AaamsX/4uVLurYuAQjusi+ggsGAuIxGaB0MLJvEw7ogQw2uK6rlk8ePS3jl9/G5k7jb9klK6mN+QR80au1209KJpO3uOrcvepNsmKToHrJ5itviwhULGDR6wdLZvHqr4fSIBaNpS8QS2lThCd3D11vn0wGWc/hyOczQ+GwC5Azl3aNR+rhdqGNcvsrW7TQsiZkHPuV8X6SUdmlKVNL0buk308fVHrLXsn5zz3bXr1ljb8eSKbydzVLpjCWzeRvGsxaO0zJJSKzGBhRBXojZ62zB4nFmrH1q2W12/f2wwjK6RIn2LZ5MuW+il9/rvteeD7T3HfXTx/RvfjjawfT9zY03I3/CZ88TQG0mtTbcTHBIgq9XzwEfAvCbvIi/zpc7BODXecLeyh9/VWXrubgP+2TiVgTAUIAA380ekfuiqlbUDpsC0pvKlfDj1QCs2Vgv/MD1eW+68NwUXXmLhTfe5A/6y5MWuhTFaQ8a2QlLWEz4GXkj0xemkgsF1DPTvC+77iD5pG48IpZMKEw9HHamHVSPWnBcnLFyYDudni0uLtnE1LR973tP2RNPfkuh9bt7FTk+wZFSAXPMULpUwNClmB8gQsJUgvlXgG9/vyqqFqN8ABwgQDW8dG3pABwrlapNEjqfSqt6BCCy+YwdP3nCxkoj8ojGClJiGj82TiwBIyaOjmYBZSPAOZkYn/ICEmquutEscVRUOT1Tv2pXvy/i1L5iFro9vT/gDFjzOfxAC645v5faOhAUCCNsmp2blRKaHjabA5TjvBfnhPfG+pJ5X4CJdgBhFdhtUi0LBLpU8fRGI9rgITyCbcEX+vjxo5aI8Jyq7e5uWzoZtzOnT6sSfvncOZufn9div7q2KiESKV1333O3c8tKxm19dVX0O5+Pc7xb3tN7FosjSnii8uV9zp173qamxmxictoKE/MWyYxaOEbogxtXY1QtSouB8SAF0oeMTWQsDkvQcefIy5pWVAE0b69r++Ud29spWzoFQHZESStS8xav8DgKdJlvUN26e5J+frOxZ+3qplm7au3KrquWEylLpHKWLZYsmi2ZhdkQRCSac+K0riVJkpIfdEyqao6NjSkVuq6352jF/cK1bra7yoCmRXGrletNP3NsRG+2hMQkHdjGetWuJhCU5u0p9l0+Nz874HuHSBIa2vvOv24dyVu56P0Df+1DAH4H3gAHu+XA0IL9niotTAT63aZHRVONut6sT4dq5+uNBrmq1QmenNgyJDBEhcyC6HxofSu8mxWyvpikIXmGGzxf4hFvV84GQL1KzQ+hfHW4T6XTU5C5i1LrtOpW3d2xTCZhoURaVF00nrJkIi2RS7vNZ2rLhCIQDUmMpEg15d1GjelHNhIoU7/whS/aV77yFcvk8nb+wgUt7lSv2+Ud9Vi1MFJVx2K2X3EOSCx8gCI/pz/H46IXoWzpUU5MTgq0oGKr+zUX5xeL2qmTpyQeu3Fj2T79qU9bvVm3xYWrtrdbFp3OdUB9q0o5FBStiXsUfb22+sLQrI7uc3adbg6YPivHCtVNpU6/mllpmAGN1HRJFAL43LXgGJhdlWcw9oheqpQU37G4+rrOIIR4v6hGYGTi0e2qumfsCstOqvhClkzhjCjZQj6v0IRHHv2YNgjXrl2TshrFuXyqcznLZTMCXa59IZ+1Qi6janZ0JG+JJLPb5CuHHZOQy9nK6qpYgvGxcbt0+YIVCnmdI1KjcKzis2lMJ5m0V85f+P/Ze9Mny+/zuu+5+9b33t6X6e7ZNwCDAUhwA0ECEBdQplSOLMmK5VLyDzgv/CauyttUEpclWyWpJEcpxZElU4pMhRVRIiWTIEgCXMQVM1hmgMHs3TPT+3777kvqc57vr7sHBBWSGoCA1W1DM+y597f/vudZznOOjCaoNty6edMG+wdUCt7YXLRYrG35vrINjh+2dGnUCuVh63VjXiUByNJpy+QLei4cSLynovucyfrcbNzHnpCdRN2rWUNZrq3rw1xyTEEOMp1JqYkhnhHZG2IfSBBHFYZrValumDW3rFNds9Y2PtQJ68RSlisOWal/UCXoRKbPxWf0fhHcdiyZyakHDLGQcjb75L5EZhJ6/6TX7f1h/Jxh39GvV39bMpoEek5Q3JleCCI1P2y52i1Dh9pWNL7EdQKgRTSLWNBRu0mi7G/DFfAfziHtA/Db9F5H5WVeYHqvsC/ruMn0mK8EgF0r2scTojngPf1aZZb+b9G8L5ZlmhMMTMndU/fSs5e/wnfUTwqewCHzi/UgDrU806Xo2HUiFUL9ZMVkbvTZyJRz2bzs18qjkxbLFi2VzVsGggqLDPKCHbeUo2QK4DAyAys0nsDvlawpJVnB+flF+/e/97/b+uamvfDSiyo1AmyFoo/jAFyACgvXyROntNChvBWpRMm0XAL9KY3mUOZllGhsdFTbWV5e0zgN2SZsYnqr/J6xGPqZl159TYpVKGhB6GHER9kWmUjoo/K/0WeeGB8X6MkUPsxpktUKiHtd29zY3BF9yBXoS9Z8RjQ43lBC1kiXxTRjTNAU9Q8pP4flc8chSZlrNrgBdToqeXN/Dx06JGUsgJDMl5475VfOBxMIAhUqAZStR4eHbXFhXm5K6ENzf4u5rLI6StPJRFcErcmpcRGQHnnkXSpNr62uiW1N35ps3ZngTZ9vTcZldkEb4Mb1m+7/y6jX1LR62dzbUqHgxhqdlvUV+fdFGxoes9LIQRs7eMrmlzfs4PQhBYrUcbKFPiljSY6R/C5YEfJsy9WLvryCzZg1a3WjHEvVaGNlyVXmMKHQSwVRLmspCHIEfaF/6gAY19gWzwgldwlvtJGGxa1qwzLFQevrH7VcsWyp/ICl8kUnPAks3Zvb8DLmeU/lFWh5BuyVDQ/cPItXmwEZVsa36qi5BavPUIoW+TG8oM6v8ruv372Bp8LrAXiXDeJe39Km3jF22Afgt8uyvw/Ab5c78cOOQ/THrkCv06xKrANDcdVr5ezi5CyNEUUD/GjnSKIueJ4qm3QVLfWBdshau28ypJOo3+v/7OUsenpSqgqZBc45ADFCfvTVGqhBtRoa+ajX6GH2rDQwbCMHjpAqmaUKlukruVG8qn+eYUeRPTkzGd7a5qYyyfGJA9Zp9eRsw2e/853v2Ze//BWpVF27eUMZPzKLgCmkFxZi+pvoHA+PjNrmxpZLHMZMWs2ABHPBHJerMfnYEcQwgG55aUWMZz539syDdv3aNYly4M1LdnTx5QtSmSrkcypD810UsgBHaQinIJA1dbUAT8rXfI+5ZACpi1wiIIi1IOpPZjJdQPxBcBAIXZSv0a7mPiJCsl3Z2mFHUzb27Mw1p6WsFMbAZESAbGI6bakw4gQAs+hzLGLmMhMqv+W4rhOZN9dtemqaA7C5uTsCan2+2bR0Ata1VxcOjA/b5OS4jY4OaaSHR+PI0cMyX6D/LE3lTNoOHjqo4wBoZ2dvuhZ0u6VWAeBC6R0QHB4esaWlFW3n4NS0lLQWFm9YXx9jOSkbnzxp6YFxiyVcTxkWO8EKDj8mv2hGuZI7AOxtFJy2XJEMoFQ/o92x7Y1167Ubloy3/fkMJhXYBmq2Hi1oc2KcRD3iMTejoIS/tWGpWFM94Pb2hhXKJYtn+mxwbNo6lrBs36ClCkh/wneACY9TEaXmnuX7+q2v5OS0qIVAFhwZY3hFw+UuAUfZce4xUnF+Q+RQFjLaPQAspTpVq3b7v68H4Gg5cdnaHwTg4Ie4Q8J8uy+D/7Ue3z4AvxPurLCQJikZRsPq1Yrb37HQwAwRpRkClDOzAGh3TAn+ogypaEYSEXgf4dghWwXSVZQpR7+PiFaYrwO0ZBOALXKGFKXJJppbmyKotFp16xjKPlkbOXDYyuNHLF8csHiKcY5WsJQLY02eWN9lz8Zxskhz0PRpIR0NDA6JCc0I0te+8U176cIFZQqweecXFjVvSvZLRkTmTRY9NDi80/uMp5IiO5ElUx7dWNsQyAJmzPUyzxsJd7hISNvOPPCARl8kKVkoSImKjLFK0NNrC0D4HCYCbvLQUXkboGe7Uj2iBN9sSncZwpRmbjUbva0FmO+r9B4yHRZ7qVWpqqGhEZGp+GcyS+4p58ccNNKRstrDID6wsWXwEIspICHb5lqSLUPw4RxEDKNkbT158nqZekD61SpbNxq2sDBvo6PDNj46ZvPzczZ/+7aeHzJiyFjIVk5MDKt/CvkK8hr/hrAGmR1lb6oDHCfBDJKUnBOlb84bwMUgY2rqoAh0EJ0OHzliK4vLFotjoLBmN2+8ag+cOmNjk8etHstaaWg8aFu7DjTiLDLvCDO7yoC5SDj+8A5Lg5vAwisKkAB7zYa1q1t2a/aK2jUAdyRfiRobAAzoE0Q5iKNq1gzvUdtuXrlo/bmEdZs1S2LkkcrZ4Oi05nwTsJ8LRVfi0iuILnXV+vJFS2LIIPlYv/cRYZDnQiS7OJ7NrrolIBTNeTfDFa9il221s0LtVb7SL/8OAN5jM+xgHWkIRPPAsjB1FyVPsN8grX4nrI3v8GPcB+B3yA1UhqtiHPONTWuSidKTJftSRuxlacAYYJAMHyQhlTfdpD0qPbsCEEAdGSv4jK+Lc7S8n6ZeL9uvW2N7zWqVdWvWKiISQb/CiWd9ccma9RUr9vfb+KFjNn34fsuXx8UQpU8XNxR50EHeVhaGuL2gPxqB4toH8QRBVyCFsUAxPjF7c8a++PSXbLtWty8+84zAGY1niEXIR0akMmZ+ybT6Ciz4MJNj1tdfEnGLrBIQItOFBTwwOKjske+QrbVbXbtz57YVsSx85BG7euWKRCHIuPkeilQzt29aJpeROAcnsL217SYAXe/tokstVanQq6WHCMOWLFmlzmTSrQtZgNsdiVSQSatETDCE61GzIUBRUEE2ZK4SRjlVmRT2h62uXH2i3jAAi8gEf1a2t2UwMNA/oECBY5cyV7ej3i8EJCoB/BuBSi+MrHCvwTHUts6fPy9rxPW1FbGd89mMDQ/228jQgDXqFbvv1AmNHS2tLMnlCtChf4wpg/7L5zUnzPOFb7EEQBLoVU+o7AyL+eVXXrHHn3zSvv+953X+I0P91u3VbG1pziZGx21s8qi1E3mVewuFovX1la3Nteh0LA9ohnld9Up3rYECHjnRScRBaatvyFlsa31JVQs9k/GEtpPKZINQRgBx+BPMCOPz3GnZzI2rVkjFbHttUXKbudKgADiTL1uxr9+68ZQls5Cw3G+3B8mrVZcEZTq2E4xwAAAgAElEQVRXtFSmIPJTBG5ibnc6Ckg4vrzaBchWooXuaCqdcPq+jFbtAeCoDRG5adHycLGXH54B79WW9naI981pCzkgO+gnghnEPgD/dIBgH4B/Otf9J9yra9tSdm7WagLHhLxNWQzbWgw9u+0629PzXEW5Ajf9m2du9MKi/rG0c7tE520tJD3YsSxgtW2rb21YY2vFqhWkDNcEgEgxQqwZHByxw4cn7dCxByw/MG3xXFkLk3bzuohaAglY9WXd11W+LGSR5iQjEb+C3KX6oLGEMt6XLly03/zt37Zbc3csFk8piwR0IpbokcOH7ebMjHu+dtzmkCwMMPTyHrZzGYE+NoSUKsl0KUFSut7arGg/APLZM2c0Z7wwN6eeIiXx06dP2crGiuZzIUwBKh43JKVcBRBD4lIGptEvN0wH6GrNumY96bXC1gWAuQ4R8SfqY0bGFYwT4e6E8EZfPicJR2kpq3Xg5JzNrS2dZzqFXy/mAv48sE2CLQCPXjAlbrJ5AHF1ZcUGB/p1Lc6efcguXbosoFFgJEZ1QT7EKyvLYpFfvXzZMhnIZS0bKBYtEeva0GDZqlsVB1jr2qGD0zY0OCjQ0iz15qbOGQBfXllRuXdqairY+yXtmWeesfe//1F71yOP2Fef+5qPmlnMioWcbW4tWX8pZ71WV2pY5ZFJSxXKFk+mFSYUSiX1f/HARgkrZpSrXebxbotNn49VO6XdtCZ+0WsLVq9u6nmlD8rzl0plXT5SfW5aMgSFPXEZEBxZWLhjhWzK6lurZm1Y4mbp0oAVimWzeMampo/Ydq1lqWyfAkifmcZrua5qTyqNPWFRetJRCToCUZ4BsfaZv0ZyNSSeLniDuEjSx9bodweRDjHvJdARsuk9Y0s7Xt07YL87N6xgNypB7wHgXRWt/Qz4J1yI79nX9gH4nl3Kt3BDEQEL8lOrLtDEzIBsBuAAfLEs03yw+FXBhUUiGl1rd1nUHagpZZNpwbDudRqS6WvValbd2rLtzVWrAr7rSyIqNdpdy5YGbWTigA0Pj2lspFhiZrPfuom8tVnMEmFWec/lkPcvpWLYoDKpR46QVl3PunJwSSmbYpQJUCAzIlsim/3Un/6ZPf3MMza3uKgSJJkVIAVoUQIly6MkKqUl9ct9IZPIBAILLXrY9LK7Kp/3l8oCJyL+0ZFRm711W+cGgerYsWOa+YUchcMPSlyDQ4Na7NfWV13vuI62cijhw8KlDE1/GxcgxB8IXEKpkXOMPGZZVF1wg1ZmRIbzkS9KuBgcSL6TkZjAfKbUDLBzPWA2E/gg+1mrN3QMmBiQdUI4o5xMlMGCTx9UmtRYNJItxWI6PxjYzORy7h/5yEfsK1/5qqWCWUAul9H1pneLvSCVgHqjZmUs+pIxyyTjVtlYl9UhpV4ydXqm2UzapiYnbHpySkQ6KhGzszPK0BhTgojFvTpy+Iitrq6LAb2yuqZeNOQ25pBnZ68axOuxkTErlYfliJTMFS1XKGpOljEhwCySVVTWqXGeMMceiFQcl0rzzbq1m1XbXFqwRoWAqePs/0RKFQmCO4CSygRjRFEffWVx0dqtmoiO1mvZnZlrNljqE/DnysOWyECsKlp//7B1GYlCdpIgod3QvD4iM9lswZKZgqVzJbPgRBSNF0VZJtUb7hPBDgGaSJJhNplxJV7aTqujZ4cgRQEa44fqU+9m1Z4Bh1FCZbZ7FOwC+Ppr6DPPIR3fCVr88/sl6Ldw5f6BXe0D8E/z6v+k+1apmdIl0npNLTiM8kCGcjJWGEGKlKlE2IoG/Jsh222qzEzZrF7dlhdxE9GP7S1rbVetvl2xZr2i7SfTCSv2j1t5bNpKw2OWyUEiYgGjDIY/bUYKQMxpUuLaKbuF84uyVTJs2LXra+taeCgZMzrCIhBJRpO9QLRh5ve5556z3/3dfy8x/vWtivUVS5rRJLui3wiRiuyQjJfFqgnhiSy+61kmpeG0sp6cABggKhdL+h4lYPnkEmxUq5qVBchO33da4zkwljkOfIghNa2ur6if7OV0entd9fDaIfuUDrbKxg60ODYBpL78mZd/A3iTfTOXzA+fVclUhK6Uxqki0Q35EXc8iCKDhtTEYowTFNeBBR3ARiuaTHx0ZFifoUrAcZCR5jOehaGsVaLnixvU6KgtLiwp669vb+/0rgt9BVkfNpo4NXUFphCvIGVVKxt2cAoxk1vyw52anNT+8AsmECCew/6Q6kpJo0s5ZaiUxPFb5h7g7YvBw7Hjx1XtuHL5NZscn7BOr6lnjes6ODRhowemLZbM+OhRps8K5bLmyKnbqBqAW5FGeQBVNxVRiQNAogRd37bK1rptrq9YdWtVJEWY6YAtIjCMHDGWo2xa1n0xMeP5bhuZytq6LSzOWrmvYK1aXS0WgoK2Qa5jHAuA7fNnPs4YXdU69Q2NvKOMxQwzAIysZSQZGYEvx8zzS/WFYCeLaxJja7SEvDcTCH3MhrvqV1S+btCfjsWCqMnue6YHSQDsla4o891dXqIStJesoxL0PgD/pAvwvfvePgDfu2v509kSZdteR9mdNJqV1dLHarsVYItRJRfwaDdqFuuQKdf1J4trs0FJ14GXRZbfgaEI3yOtSLRfHBy2WK5svQwEk7zrG4uVSoJGaTC5K9GzR/Jy17XJ54mZc5X9HOzPXldgRi+ZkRWyEaJ7CYn04prTPHf+vH3qU39qr12+apsECWIzu50b2yEDQl8acIJ4BKixYCGzSPlVJuVk/O2uerWHpqYFqPRMKSkD1AAx41DIV5598KwNjwy74cLGpgztASEWSnq3YizTPkvGxCTWaAt9NQBAloweDMgkIjwNkWSnBDYaDQEzvUFGgqJFmQVZfTplKt7f07xwJuM+Fh0s/egpdwSmGDSQZVPaVsmaICOXtWLB51rVL4YQVa9brbJlpXJJxDZ0rTl3wHlyckqmE/R5CRQICh588EH72nPP2cBgv0rtw8PDNnlgzG7N3LDq5oYNDZQVeFAdgJiF+hka5Tx/XKfDRw7rOkgXu9WU2AbVCZjPjUbLjh8/oWOCDV4ul6Rtzexxp9Owufk7lmEWN12QJGVPgVPeCv2DmqdFipTSsQBG87IONgKvdtOS1lUgCYiuL8/b0vKCCIsZyHj0qfvwHM5bJodZAufLs+IBEu8N5XuY34tzt6yytSjmdDoJoSsmH+JmL2mpXElOSOg9cyzxZEb3vLq1ZmlrWMdwvypoPhiVrEyOFkGUeO4qULm3swdVBKJqkSCaESwFNS3QppqBY1VX7RRK1YyyuUGIafwsamXo2ROXIlgQyhkpInftLktSPAuEKz1vEsdxgN/vAf90lu99AP7pXPd7tlck/DWTy8sbxiFYsLvNljJiFkmIWoAvkXq3sW2JbsPiTbLcDZXqEMVn7IUIm9nIkQNTNjI+aYXSkCVTZeslUsps28bYBGWxnkCYtJXFUILxQUTepTIVku/OLAYWd2hLuyiInHogsCA8kbCF+fkwz5uy4aExLVxfePpp+/IzX7VLV67KkB0AVjYJ+MZg3bYk3CFwT8CUxcyhJwCm10s2zLLEIjc2NqFyJ6INyn7bLY0VyRyh3dZoEGVZMjzWLghcePYCegAWKk4iTam059ebjFizlQlUjZyBzJ8+AuVZOdtXz14ZLI5JlOG7Ah/3uyU7bioLi1yxNMZEloVOcS4n5rA0tlFPaqIkNSBG89VrV9wEPkF5v60ys+QvYzF9DxBeWVqS5jIMcJedjNvU1LR63WSTjOfAyp5fWLCR4WGVJ6kKUKZnuzgiUSXBlpA2B2M6BHfMypZLfZbNpu3AgXGR2GTB2PLAYGRk1C5fvqwse2h4RFrb554/b+9618O6DsyLLy0tSoKScwDIqHD0lQZVCSiW+i3fV1LpmRlyBFyQi1TJVVmh+2JDNsQ3u1Oviq8wjypXMmGtNhKoTZXhAVBEXihne8/XS6+yBRQpsKuAcmHutlTnep2adTt1Bacjw6PKnFu9uBUHx81SGcv19UvsRUYO8bhVVpetkO5ZtVG1dL5kqQz934Il0q9zb9oDdBAA6UdXt2uWyxPUYoEYOAQhuKBqoioK3+Nd86PVs1TZrqh1g6Wj2xt6Bux+wIoGvR2jN8a/uQ/A92zZvWcb2gfge3Ypf3ob8umjyL7A+5MaxUBmsN2UDB9KRyy2req2davb1qttilzVqW+qb5kvluVAk+4rW7YIASYjsO3GUiq1acFDfctVAQKJMm49vH93NKrDMEWPxSJIVfqa4ZF3CBTUp0YcANGERk0MYMCYhQT9ZzSDEeD4n/+X/9Vu3Zqz23PzwY6OjJBxkZZVKmg8u2oU26/VGjYAW1dEGgdN6f2ayzYeOnTEtjFAiAXJyF5PZUA3CYiLWf3Q2YcEBozUQHZaWV1xx5xezy5cuGi5XMHlLzNJlXkblI814UEm7nO0GhURoazrYy6htg7w0iZA+cjdglbUO2ZUiePnsrpLEiInGDjw3dAfJ3PhXNQ3xOw9I8YzPfO19RU3jq/VbaBUtnK537KZnH7H9vEtJpCoVitWyOZkhoApBV7JOoZkQsdDVeLO3JwESra3Kpqx/pmPPGmXLl4U0DYaqLHVVRnY2lyTiQKnShfCtZ17ss2EpDXYX5bjEuNO9UbTHnnve3Wtjx09bhdfecVWlhdEeOO0SsWCCGEtAp1WR8/hwNCIdKYZFYJ4hxa05oDjXnp2AOZpQoO8bslO3Xq1it25NWNNnJDi7h4lSlbCRV2YQ6Z0TZ0YEI5kGdtYDdbr2g4BRqNR0XuDt3FfsSAaFOXzXiJj/cPT1ujGLVvMWyqZ2HGSYhyP9yiZS6n8zH+pDMQx1N086NnbB1bwSCAmJbSMqkCMxqF37Q5bHdlo8l3AdgdUg1BOROiK/tQ8ejKlTBqiGb1yfUcZb/C4jKLfPRmwl6JdIWs/A/7prN/7APzTue5v4l5DnBwAWeL0mgduBSvBlrUbbevVt6y9vW6tbQgh8aA0lLY2vSRlCQmV6nq9SDUHOkiU1QYPU8YvwhymcJnxJ/mxQoRy3JU4iHrRHZ9b9t/q/3uP1MvTgARGCnfuzKv0/cwzX7X//Oef0UK0uLysTJsSHQuXxm62sNSra5GGhRwBE9uHhBTJ+g0PDNrBg4fkv8tCRWZL9gggwEaNBCsgdB07etTt9AYHbLOC97DP7lL2XllZtfW1DY2PtHqeiePKhFOPRkkC6AOaPfkeO0GLUiEnS29WPed6w+8DspLZrBZKHWuMUqrPGjtueI+T0nKLLJfghN6xgpS0smfN3kIACkIgq8srVqvW7ciRowpmRkdGpODlBgzMkSNfSc94VIApneZ4TCNdH3z0UXvp5ZfVu+VcKMVzLMcOH7GNzTWVmZdXFnUe/aWCAg4ANxJtYVuZFGCX0DFeeu01e88j71G/lJI1BK2rV64p2MJhie2hv53Ppuzqlas2NT1txf4ByxVKsh4ka80iYyp7P/e2BYCjeVkBG9cdLe7KqtVXlyQoQuWA2WtlgLG4FVAQI2iC0CZz+kjIw4VJsGpMp5O2sjzvJed2w9aWF3Sf2T5qZ4xxxZJZKw5NCoDzfbkw29tRpamytmypWNdSOawMS5oDzhYGLIaq2478490kKe4x9w0LS+5VHevFvM9pU4mCFS2zCxzEojn58Pbwv6P5Yr12wWtYbmAifgX7wVByjjyCIxelCHD3AfhNXIZ/xE3vA/CPeKHeaR/zcSS9niH79PEMXuxWo2Xt+ra1qsyvNrWQuzBENMKwaxIOmPqoAyVS32I02iByyI4MZhjwlUiHE2PUGg2iH7G4mzhEoheM+ESiIWSoUYbQanVsbXXD/s1v/DuNIJEVbZHtkjVgAmExCSdQugMYKSvSF8P6T6QSyCwd9IFdh3hibExaxRg8zM7MKtOm90Z+TqkVQAQUYEAjRIEpAcze1Y01LYiUClkk5+7M2eramqQUmQdmf2RtqGCpPKzgwJWPILcp4w+zmgJj/H/bbQG65pxhKWfoJbpDDUdOv4/xEzJbsdXbbZWSU5gywIjlGjBOA3BitagstKvPUOq9fvW6+urVatMOHpxSVoteMwQjsiy+y/bxSUbbGunNxfk79uEPf9i+993v2a/9d79mn//c55RJIaZxa/aWbW7gZJSycrlohw4dVO+WUR2OEQBeW11VxkzZudtpyIoQlSyNm3W6NjY+IWvI7VrVbt++o9ElgkGuMfsAuPRZi6nkXCiVlfFijCHbP4JB1K+owjDiFlV7ghBHu7lttfV5m79x3YZHRqQxrhE0RpYwScAjOuUz0Q7AZIdUW9KadaZKUNnatHw2aRtry7a1uWoDpYLaBNxXnrH+/pIl0nnr6x9XKTqHJ7DUqjrW2K5YfXvLMgwApBOSoUznygJiGNJ3+/bu9lu5l2pJSKaSUrlrfGskTwppzm3guL3F4mNoev9etxgRmOozUghD6tJFPqIRpUBQ2LEx3Afgt89qvg/Ab5978SYeiZelyVDpBzNDLElLlIMSMfUGJYUXIuYAs3tGefco9YRFYHeY32covQcc9qMNuCEBpg0AHGDIgk2JkOwtX3BTAyeDRCUwNxB/+umv2P/5h39oa2sb1mxidIDCkmeGlJyJ8nHXyeSy3m/VNlNSn6LnRybIiAuL0PjIqEZ0WIwg2zBDTGaHPSJkqSq9w3rdJsbG7eTxE5JzFKCn0zY0PGw3Z27a2tqaNILJTPiuzBDIyGl90zNt1JWxasY3EMTov2psRKIJiC04oLJtVyNzP9ioD+kkLBNAYl0IYLINxozYzoGpKUMGlH03pb3dcf1jMxscGpBrEOcBeUoz13y3UJBXMCA/PzcvwhbAjwkCTGuqAA899KC9cP68ve+977WN9XWNds3Mztr05AER2y5ceFkSngQ1999/nwK6ixdeUgkWkwqUwjybNgnEMFMMaxqSGQCfUC/ZGb2ANb7BeA+TBXM+MzduCLzHJsatb2DA+phXjiWtkKe/nBPhifEhMeyDfSb8A4IiiF/Zyh3brFRtu1FT8ESgUm8ERjn90UxePVb11/foPnOtuPa1Ck5aSWmary7NWTaVEFs935fXcytpyXyf5fpKlu8fUhAgdra4A02rbW1ai32nsZZMiESWyBYtkSlqWgBzBgIr2OE+dx+kIcPzEs2GR+p0aqdUq6rS6F63WwpgXDzHW00aQA8/UemYgI3X0M07GHOjdbQHhPe823sBGIeyuwD5TVyF9jf9g1dgH4D/ITwVUvlxcYKWTMrpkzr48R8gES0M0eXYzaB31XakMrQHgKMI+40AGMAFKBEIgQQEyELoIRAg66T8xqIk0QxKhYWCSs8spv/6f/sN+/758wJJOSSht9xouNwjvWjMHGB1wwqGjRs0d5MxJylJH5uRo1JJ5cPx8Qn9jpIzWa/UiEKPmvIr/VnGao4ePGzDg4MiJAF6HNMqTkjVqsD6zvy8gJmFnzWQUifEGVSoXFwEzV20hdMCUP4OMJOhsuDzGQhgkpLsBCOFNHOoLrCg3rgxW4vZvDOs+Y9MmXNHBxrSDdk7s8uah4bQVezTfug584ObEyQwMkuyNbJj7OkAdPbB/Sjl+5Qdl8pefdhc39D5AqhUDBAjuTU7Y2cfekjkrq8++1UBzhNPPi4XKMDT++lVq2xuSB4Vr2MyV8Q5KGGTgQO4qIqR7eoeblft9OnT1qht2dyd28okG7W6jYyOWKF/wIYOjKv0DOCSnabSnh17NOhBHRkjgDR/57Y1l657X1gs8baAe2BgxBqokHGdg/wq9wTGL9vBZYsfwE/2nmY2P3fL+rJJaUD39eUsnujZ0uKKTR06aV0Y0JmUZfqKCgYIdnSP6ttWr2yKbZ1KORkPE4ZYOowiZenj4vDFpIAHqj5axHNC+4X5dFy0fE6ZU9QccKcjQiKEQWbG6e9DcItsK5GpjIRZ9vZu6XxwfRifI5DTPqQDzXk741tSPCHg5bsKakJPPdrWfj/4rQOFfQB+6671W7qnqFilQX7MwmFAiw0NUSjSj/ahf80ahqMLHdpdBnMAhyj61qhEUCDaMVR4XQYsohQs7E5H4yosABBOOA5X5tqjOxu8TMkSEYL4whe/ZP/pU//Z6s22bddrUlVCPIHMTaVZxpCyOa0k7KdQKipDJZuBZCTf3KAaRZ+ScZ7jx44JVMnkFhcWHNDqNS1yCh7kyha3d599yFKJpIQxyB6vX7+mEZqFxUVlvysBjL0s3bYyWVyj4b1gyFyoNuUL6v2iD82WWQgBYDF/0ZKmD1ylhI1fLKQdd+QBUMjQ+Z16teH3nBeLqkrq7U4wkncTB64ZZWW2DciyWHNcMo2QYhakJpdvpMQZZVkAMIb12XTGRsdGXH86nbYPfOB99tJLL+k4mddmJpgsGWeoXC4v8L92/YrdnrslO0fMFLKZlD384IMiQK2uum/uAMYF8ZgyN1UShoYF1Pwdycsrly9r5GdjfUWZtFyZxscsWyhbcWhIet8AF+ArPkIQmZBgha5TXaz9yvq6dSsLCgoZM6JcC3M4ly9qPltWe0F+UoIXoS1AwMfnuGaova0sL1ohl7L1lSUTuR9ThR7z3F0bGj4s8Y1kJmXxdErHhCAMTmTbGysyIBE4QkaMEyz1WRw3JBGx8iI5pTMO+LRmCNiodRA8yrGr56S7SNObg9RYlMwxGgo0I3MRBZyMJOmddHnZvYEyAcbO+JuIX07EIjij9x3N6O8FYMLGaNZ4H4Df0iU6PBN77+Bbv//9Pb5JV8CJGZg1tORvyguNdjQRv0QktNAE+bswD6mSagTEZM18RljtcocRTO/tAUfAzGIPwHpZ1N2OiK+9vE3k33GNafmahqg7MKMFgJCykim7fOW6/e7v/oFdn7klz1/ENABgMkgyVRZxyRIGQpbGfgC+XM73yfbbXSsU8jbYP6gZWMCFxQ6HI0q0fI6SskhZ2xWBHQSoj3/8KTtz331249oNW15eUqaM9vGd+TmNOMF6hhlNObcb66m0yYED5FEfjiwStSy2H5nHawHF+xUzhmZLvWwWz4jVHPUaJSJBZox4RjIpMMZ0nnErWMdkdCot57Pqpc7cnPHgIR5X5rq5tanzXNvYUO9amX7Py/b0dSE2SSu83bI09xzgymdteGhQ5CtGimhbQziDRby9VVUgcezYcV1PAolXL11ScHLi+DE7MDFqN2/csFq1YnG1wTs6ZgAF4CAQIiChdw44PvbBD0rK9MrVy3bmzAOSfOR5HBketANT0+r/tvHczRfCtQUc0EuGtSz/R5G38J+euzWrEni8XbVyqV/kMghgjVZbxDxG1voHBuXTTCmb7UBGcgEPzt1JfZXNdYvHW7axvmS5dEKs47GREblikb3XGmbF8qDKzkwD0J8WyanbsNs3rlkmHRfAqpLEPcsUpRmdzpctlgj2mwmvgnBvNRak5z8wlPWCmaoZ/h64JnTURiC4qtSqQdLTrR/FN1Cg4eNLvoT7WJbGkfh/mjJwAHaP6mg8aZffIeMKlfVDEH4XYWzfnOFNWprv2ux+BvxWXOW3bB9RDxY2Z1MLFv1eys3QkeNSCwoZrLShQ9k0yNlBqIq0aaNDlh/xjwDAWgQAWfWiqIXBiPa+sMYlpMaFRCT9QBIDZ/kyx8l/sFn5ee3KDfut3/p9O3f+ZYunfU6YEi8gtoUcZrNpQyOjyvroKQL4lDoBW7I1hCEwYKCPBrGKH9jAgC2lYwCYkrJk/pjh3K64KlE6Yx/96EdlxMAo0NXLV5R1IhLywosv2uDIsIIBFnCUnQBDFlxKvc02M8pB5zmUjyFbsTgSMCgo0Jy2jyqp1ByUnLgb0v0NJWiuU1RSZjHlGFT25twCE7rdbek8BwEYGS+43R/ldK4pgYs0o9ttW17btFIRIk/Pe6pBPlISpPouIJm3UydPWLFYsIuvvGwHpw8rIHHXqBVtk0oAgdsJ+uTZjD371a/Y0uK8DaFGFjf70AceFThgbEGgQR8S4wtG3Oq1uv23v/IrEv5gjOnsQ2dVxk4kAMBNSV+S9ZYGR+SghVgG505GL3UnSFM8LwiS9Dq2sbFiszPX5U+8vbUptS0pf9HXTafFHs4WCjLxgEXNTz5XkFev9MfbXj0goIMLkUhCtqpKiIZ5cJjj42M4PXUkK1keYhY4aUl5CLvV5ebSnGUSLnqj2rHGxFIyYoglcxZPZnXcjAVJcSsOUOeC8AX9i6BaFfN2Ce8GARPXmNIzz7SPJHkgTPDnQiw0E2BQd3QevM8ErjsAHMA3AlUCXpW3AwBr/GpvCXpHiCMKCvaoZb1l69Y/3B3tA/B/Vfc+eP2hi8xMI71XAWAwHA3a0Cgx6aXfIU55VEx8DgAjXuEzhoCpAyef3SlU75Cm/OJF84gCXQGwZ7tkKwCyAJyFRcIHqE9tSfh/dWND5TyIRn2lojKder1r//bXf9e+f/4FZZnVWtUy+ZyARmMhna7KjRwvYEoJlu2TsfUXSzKKZ/Gi9wsrFpAGkMmCAW0yQ64SGSUsU0rP9FMpIf+zX/1VgfWtmVm7NTurbBVDgUuXXxOhBVY0ADp757aLcKh87gECKKTxkODxS4+blTqXzqjs6EGJiygAjLBdAWE+z77JwpGdpI9JsAF49xfLyiQ5d8ql7E2l7ZirJJH18zll3RDREjC8G9akPLq9LdGM7Zr3zlnFycIgVlEuHRkaVA9WYhv5vPWXijq/gYGyba5tWH+5pLloSs8og734wot2//33q3T+/XPfV7+X1uIWghKZtD145owCiXPnzymb5joz7oTYxqmTp+zAxIRNTk5KlezatSt25MhBs3jb4h2qFTlpMw+MYHbfL1tLLiyGCQAwjps8W536tm0sL9n8/CyDXTpGzgl9awC103UxEp5U6jA8W/RLKT8DajCiJWjR9dll/s4cM6IbW1vLmlPnvtDfRq9c4WkybwPDoyJj5dDbRsGqyexxwzZXfHSJ3q/6qImkJCjjiZz2ix47xxc8YGIAACAASURBVM/zmmR0LJXzeWamB7pu6BGknUMbwsfx6PkSYElURQIdAG3QhG45x0GAK5U0JgN4/JJ6TeV4Ft7PndnjwBj3ESwH4OjffNxwb1a+D8BvJSTsA/BbebXftH3xQnrxGNu5nozgG8piGP9Rv1TEpF0HmehQKBvuCLrvTuneDb4705c/aH8mcA+O4vSWRa7CoxbWJyW3bltZJiUz/n2gv6Ssi9nORDxl9QYl2Y5meVm0z5+/aE8//XW7cnPG6lghNn3sBpYn2wXs+yg5ZtJ25/YdkZpgDTPvCxBRkq5tb1u5v99wSqpsbglk6J+i3uRZ77YVS0X12Fh8ODbiETJm+p0Hp6ftb7/xTZdyrFZtcnpKjksELpCFXnjhhbCIIk/p155ABTa2jB+Y+ZWFYEI9aClzScoSoY2OmzIEMgzgoN5wx8u37kvblm4zP4BxlC1LaarZEjhxLQBlzp19ktGvrq/pGnAyfA91Ma7r8vKqO+1oIY65vV4uq8Wee0R2efr0SSuXinJOevxDH7Kvf+3rdvTYUZs+MCVC2ezMjLYLo/rkyZMC7RvXrwsAOI5D0wdVGUBxi+tHFkyAw6gUmfTG2qq2Mzw0KkDe2lpB00nnK/OJdMoGhkatLUJeWYQyAgoAAmDhnuYSXVuev2FLy3csl8k5WzlXkLhJsVQSaYv7gIoWzxToRkeE6gCZqPya1f9tKPvnGUI9juoLINzC8zpk7/Sva7WWZYsDmpGHeOUiFzwvVWsxQ19Zlx66ZpRFuEtZFhOGWMqatEaSjIrl1UZI5+hnp2XiQDCEFCb3soWMZqiU6A1GnKbe0L0hyOQayK84kNAEnHrG3EJU6muYUOj93jVW8OqSjxXulqDD38N1CH6GQSwkjBoG96S9xg5v2rK1v2EqhDsDo/uX4x14BWS+ILU55A5ZRBoW14ytl4BDihqsCO+eIVQ2EEq/EQjzIsuuMHzVbQN3lXIiooaP1jjIJpRNd7QgMjohlmqrpUVafWDIQaj+IJyPdGAiaZur6zZz/aYNjY1acWBABB9+FpfW7V/+y//Jbi9AfGq4pWAY74HwBGBRl+bvLKJktZw+ZgqQiiiDMqKDrCL9UNkix2IC0mQ8odElXIXIrKXFm04JLLJkbevr9su//MsCXsAL5SoRtvBejsft2s0bYvcCuohjsA3EQ6JZXvrJ6t0FKUz2K21myqcwhuu1nYpBVJbm+pFNu9+zM1YbtYZKzxFDHXUr/zsWjfXArvY5V7JNGNwQryiR058lo4cBzfktLMw7wMuqkj67k274dxZuWN8So4Dlm07ZwakpiVlw7ThvAJ6yMxn84sKiAJXfM2JEoHHw0EER2+hJE0A98MADIsVdvXpVfWn+g1H9vvc8YufOnZfS2dmzD9vQYJ9dv/GKKgKokA0ODVmxf1A+0PlCSVrkYryTzaLvvLJgczdfs1ibvjZuXknJXzKvyz0tlfstnUxbu4tlY0WADDCiJw0YU+KWCEoYZud6og4GM58gAiGODHO8iYS2y5gb9oPpvkFLZrKWRhAk6FA3a1tWW1uyRLfpQlOApMatuIZ91k3QS4c57SNUGiCKmaXEiqb1Q0DprQfGAGXk0fP3RB7HIdjULH0YX9Lz0vUetv+dV5r5YJea1DiTLL29d6sROGk9+98FzlHmu+MP7F7Ie0vSUUq+D8BvDRjsA/Bbc53fnL2ItIMrTk8lZ8qxvLxM075+XH9niD+oMHmPSPxLHZsWl6CwE2pZdx3z3QxJf8l9jKPrY0bmZWAAF4aou7rQ+/XFhdWBLG9pYVG9y/LQoG3Va5ZCvUekFI64Z6+8etX++I/+3M6/dEG2ifxHLACIkFXialOtIwKREaijVkVXDCCiHwk45LM5LWpkY7B5WYDIKrDyY0eUaAFQflydysXxIb987OMft+GhIVtZXrbbt26r/IpUI/tPZdJ2/cYNLVoQYNRDbDZVCoektLy26ittdO4squo7IinpPq8EDJ6t+DWMAh5APeqfA9owpdkOPU3Kp5CYuI6AeESPIQji2Ah0OD4IYvyQcfI9nIdcYWxL1z7ggDJmxDXoNUfzya1G3cYnxt3CsBezh9/1kJ6hK5cu29DQoK7DU089pfODoMT3qAZcuHBBQcbo6KjO9dixo3bmgTO6DxcvXrQPPfaYCG0b62tik5954CEpeXXaVdtYX7CtzXWVqicmJ61Q7jfCKUAL4JSEI2XghNmtmddsdeGmZaVEiTsT/eukzl/EKI31xG1ruybyFT1PVMTIFOWG1e665jZl51QyVClals+kXBu8QRDErLrbLLbbMOwhX7nnL8QwlbmZ5Yb9vLlq6TjqVxmNSYkTQA84w+eZW8YvmvJ0Us8KwNuVqlxkGUgpvCcAFWuff6eFE/EFsFXkmQiz9VGG6/GDq2pxf6hwyf9Y/eJd4hS9Xn70femV6wnfU4KmNw0zOowghupIJPPpz+fuvPGbs4Dtb3UfgN+xz4BmMgRwGC6wgMg5RW+dz5M6sPqfomeJAR2IWq4GufPj5Wnv9f7/FUUiwpAciVxuVxkv33P5dzXtdlyCAGh6hZBy6OsxIsL+kmKm+iLBQsSY0TNf+YY9/YWv2YVXX7Nmt6mMGsUpFnkWSsqMqAfRH6O86uXEpsQlyIJZzKqVipXKZTkfjY2OaHFCeEK+qqhR1esqW5Kpsn+BYocSN5Z+o/bQ2bMS7/j2t76l0SX6pmR1ZDm3bt9WIMB8LX8CiCzKIvW0W04EY+a013MT+GCMAMiTlTEeRJZOdheNJqn/CxOWgIbrSd+v7brQyuI1r+nAGok5kNHyJRyLyJBVcl5Y0PclbSijCFMPnL97ydrdjFyNy8fTAC7ITGsra9ZfLurfHz77kN2Zv2NHjhyWOAnVgIX5BZ0LYM/1QCgimgO/cvmKPfTww/be97xHc9OohV2+clkAiYIYEpFP/swTdt/p+6zR6im42N5YtrWlWRscKCr7LfUPWq5ctlQmJx/gnVGbRNxmZq/b0vxNW74zY9MHJmQkgZUlZCvOfWFpxcoD9I7ps6ZV9kW6k6BDM7hBxU3SpYAyYz69jngAlMZdLAVBmoShDV1vVGygPGTJZJ8lMgWLyxYxrX4xLR64FdUNmOJJ61BiIdtNUelIifSFkAjlar8+ZMJetaFE7Umqq3FF2bgIiqFvC7Evev/ErFfbJXqDI/AOHA24FdpiFNC5rrh/36tWXAMqFTJOQZ+csnjGXaU0xhQmICLVNg9k/Bj3tqbescvk2/zA9wH4bX6DfujhiXHc0kgJ4hqute4mABCh1NEJDMdoGwCMZ7xeX3ZwjoA6inbfGID3grIAQdG5jzSp9qUSp0firDtaGtAPXlyULZ2s/GgXQ3VRXRijeMIEJzJRDkUacH2zZn/+6b+y5194yda3NgTKlPIANhYngAfCDsQiysqcLxkVKliMj5CFs1UWHrbP9yHqqJcavFiVdfZ6Yg2XBvpVOmU+10U+uvbLv/hLKs1CPMJQHlBHFevajevKRGdv39aiSrmY2WVtD0GFbldgB/Aw/rSy7AxiqRShQDU4qIwd4GXRjYwguFaRPKXEGnpdZSpYTHJ/AFSyuWhxFTlOZDcMEDI2PDzkWSFWdVzfbtez3lDa5BrI8amvqD+Z7wWYuV/Do0EXOma6VwQcmCjg1gSY0k549P2Piti2tbFpy0tLAmDu6eTUlPrADz/8sErT586ds2vXrmkemD4wbGeyd0a4VN145RU7duKU/fwnf95ee+mcPfNf/sLGxgat0Fe0YydPWravbOWhYfVHAU6vXFSsXt2ypYU5q66tub8APsMDAwLTmZlbdvzkKWt3qBYgeBGzbN6zVvqwZLuyzuxRsk/qGhHY9A/Q48UhzNnqyg9jMfWpaSlk83lLp/Iqh6dgZYtY2JJiVrWyZTHN73YUfZLl4iIm/e5ESgAsghXAHjTVGZ3T30P/NbLT9PeUexaAMyJIhmryXvWsIKSlHvKOCE4oqTupivN0HXa3awxVFtpTcuHy9x9iXXR9pZYVdLO1zTBzvQ/Abw0w7APwW3Od7+FePEtlxIgRiBZ9RfVxGfkJJgjqC3uJyjMJB2N6XZrHlbh7xISM9Gl3S9DKSAOJQ7AelabDWewFYI0pBaUtFin1hJMJuzlLv3REkn3qUukzwTcpzAZ7b9l1kVk/PMut2+/8zv9hV6/dtPWtLY3UQNgimxS5C+WkVlvg5WMYbvgA2SkRS9gIYBSLSzWKRUc+vjCJ63WVpMmaKb1RgqbvC0OZhZjsmh4yi/DE+IQ9+MADCg0AFbI+dz8iO6prJIReHFk094LyL/PC9GAZdcLYnuyCBU/i+qhaGeL6RS3w7tfr8pwRG5Xggn0D1nJIgmgjspb3+DhvMhd65WKZd7sKQlB+YkEdGOi32Vu3PJNuNZXBEwxgTBEFT5wHPWIqAwhhIGZBQIFjkqoYPW8j0B8uD5RtdHTElhYX5a188vhxVRnIsgFfFK8uXrxgJ0+clLcyAc5HP/oxuSF99rOftc2NLZufXxDojU2MWf9Avz322GO2uLxiMYKPyrq9fP47ls4k7NR9p21yctpypX4bHB1V9shzxD288OLz0p5mrK5dq9mN69fsAx94VJWPpcUlG5+YEJEPyU2Yx9gWMu/M/G/kRqV3oesVBgIlWiAQA3nmqBwRkBD8VWvbArG+fNky+T59H49iysu0VXiOKhvrck6Kx2BMA76ALgDsjmFyXIp6rmHEDPB11yEHeifcYd3oVSPud0S4oqqidkF4NyIQ9TjZB/VhhUf3NAqiAf8oc41K1K5y5SCscra5SxgXQypbeHCH4/YxJZdWdSMTF+/Y/3lzr8A+AL+51/ceb91HglgMmOMkegd8ZYmgrHdXsD3KcKN+o8vcucIOC60AOHiI7rzke0aKInWc6AReX5Z2+UmybQhbXQlEsE1JE25tSWGJTM6FMkJpW+4MLsQR/fCiYyDAoghIVyo1+/xfP21fefYbtrq+oSyMbGRuccHFCoKXKwBGVgnYkwWyAPXl89IyhvlMTxhQkKRfNisQoRTH7zgXFjnKbgCw2M5kQ83mjhbzz//czzn5ymIapaHPC3mLjGptHX9ez7gAVy8vFxUkLC8vB61reoZOdiJTB+ApQQOq7BtGtoQ12sx3Ir7h8pPRcatfqR4x5XnvF9Jn5ppCduPz9BYbdSeKsXrynShjYn+YJ8zO3rKtrc0dUX9AhMW/222LPOcjT3H93cvmdd0/ZnCPHD1iQwP9KiNT8Xjq4x+369eu2/z8vPq8n/jZT9jv/d7v2fAQZfCy9J/ZH8fw/vd/wH72Z/+RvfjiiyJAXXrtkkATWVAU2Z75m8/Z8aPTdvDQlNjWBFVOwqInmtT14hgrG8u2urxgayvLNjo4ZPffd9pu376t+1LuLysQIGNGeIOsV2NHmazmgMUeByS5kgLgRrjOXDO3c8znkJSs2/LqkuVyGVk5FkvDssRkVhcGswiHnbbV69tyj1JAgI662qRxB2DNckfqU4EAJXD10rRG/8xBTsEZ1Qm9BARwPkMekfb0PuKOpdcmOKA4vOr/aqRe5edQ5QqEK1WUgg+wzFNC4B2tBQ7+8BYgozkZkvYH2TDHGNR5gjBHyIzvalTd4+Vsf3P7LOh3zjPgc6RkvurriHDVdPCNMlAVX30h3VuiujuDDbO9oeQmoYO90pB7sty91ybqB91N1NIgovxcCQAqlU2NwRDZyx0HvWaVQV3wI1pktN1gAFHfrgm8KAMCopvbFfv6N79jX/7y1217u2bXZ24K+BCWkBex6wn6PK3M6BHeyEnXmLEOzcXmELJviUwlNahg/QdQkgGzDcCTHzJhwNmVtlwfu79U1lp08tRJG2DUJ5WSAhQZM9uD0RJJTep7sKlTKZWl78zd0ULpVoO+IJMxAuK4JSm7NZNSFvtSFh3GivjfzCwDkjCwJciQSgo0+C4VDECDESsRsmApSx3LXZgAcK4/ylcEV2SrgB+Amkr7dVL/GqH/Rk1zwmSmYpO3mirVY6awurKqGVaY0RDamAfG8YhZXoKUet2vE+NIVBjI+mdvzaqUf+jQYeu0u9KTBrwe+/DjkqLc2t5Upo0+97PPPG3Xr16yvmzaxsdHdD7lgSHLIZuZSluxULSt7ap6sdlkzzbXly0Zi4mdDMhIKYruatKBmspAu8fccF7BGj68PCu6DqGkKxlIBaA9VVoIxrhnlOHv3LljuXxGx+n99oRkKAf6By0WXKhA8FQiZtvbmxL/oG8u7+ZAtFLJmYxRohyBIAXPIeGOSM5A9n6+YDcaPglOY1HPdifgfR2NMurris8oroWMqF3LOZS18b6ORo+i7dydxfoL5M9RQ8ErwRh/KhsmgIky75ARR0SsN1oj3jlr59v3SPcz4LfvvXkdkblrXZU8uyqbiTHJgD7yknTYghxdND7kowXKoYIfcGDBooQVXn6yOM+ao+mFiBn9g8P4d80KB1EJhAvIcPmTxZwysC8unmV71u3ZOcetqFtsUJeqBITwXWX/ACKLCuMZf/ut79ozX3nOFhaWbObWbWUP2P7RswVAGPEArAEqmLfOdvaypZSnej3rR6EpFhMokAkBwpSeyYidacoxma2sr+04DgF6LFGITVBehA2LMhL6xSzWr125rFEWVKHo5fJ3Zm8Bfsq77V5HohDcG8higCHfi8wiqBBw/Cx6ADnXRupj8kOuKYiQHzCsacwVZEEH0CRE8kGpKpqL1jmEfjH3Bq9iwHlnXU/EBdAAA/1c9k1QwJwvAdL42KgLgqSSKkW/55F32+XLl5Xpc86JlGjpGtNByYpghrnyp576hL3y6mvK4AkEH3/8wwpgbt2+pWwcRbCDBw9L0OTFF1+y6UOHlWVVqhURul679IrVttY18jNYLtnk1AE7cGBSQRgZLP8BJJVK1RaX7tjlSy/a9OSY5dBgVh8XElFa1xadcMhY9WZTtpQAEuVnjR8VcDNqCqRFNiIDbjTUS0fogu1I9jOX1nXCnUssZ6mUpTUGRXCDcpvkHlXp6Vh1e8udidSn90oOn4sMHpRlwocIfX2CgSgzpczro3+0i0IW63NyQR6Td5NLEGQlNbK0S6SMlioNrGlyIJSJNQYY+Q0HdqUqTbz+EccjKlErh1YlhZl9H4WCGY7dI4GCy39630qRsufebxCkv52XznfKse0D8NvyTgU3e4czf2FEtqq51yylX4EnZBxnw3p2uduz0QLtlOgdNarAhfY53/DDbGH0gu3aAv5oAOzHRWmuphKnjOG1sDjoC/yDIhZ/V29JjFSE6NO2uraufqnmfNPMWSbsi1/8kn3g0cfsLz77V/a1r39TcoI3ZmdtZGxcUpSUWVdX1pUZAi6AivaNM5BMC7LWXyrtnB9kJFi2KvmmUsqk6eXOzc9rASW7JOskYMkgfchMpWaWUSmil9xnW5UtuQLxc/XaNSsWyy400cRQ3UU2AM7IGQnAlTkE5xYY3OvrGzY1NRlGnvyab29XxOj2kqMpa7x27boCBbGWJcbh9zbK2gBgPs+1pKTNvz3wwBn7+te/oYV+fn5Ov2emlz4nxhKUWDlWiEvMDJO1Ly7MKyMm693cXFcAw5PGGBK96oHBKDN24lGpWLQTx04IdM+/8IL0oQ8fPmLPPPNllf0PHjxoyXRGYhy1WkMiKI996DFbgehWKomV/h//r/9gmxtrZp2mnTp53EqlovrtZOkAlkwvmg07cey4GM44NS3Nz1ipmLPFuQWBMOdCIAJYyDYym9PYUWW7aulcXix7CFFRRYJzpUXBbLX6rmiWc49VLci7haacilAXc4CEyeyMZiz9sL+kBdC1aoXgzWdzeZ7ROVfmCGCFkTJ/9r2860mq2zGKthH1bmUYghSr3mBtz4VbknoPlOFHpCr1/4NyXfTORmVmfWZX61lKs5Gq1Q4AR69CBNBeycbSMRp9kzJWUGZzUpaTxfxnH4DfTIjYB+A38+r+RNuO9JzDlzW/CYmoam3k81R02g1QKalFs7x39WmjF5EMN2jKakZXJuOuISvgpS8VVJkiIN77587r+7oImH2xcDSqVcvm6EE6iUviAWJEe78ZCUEHfmn+aWwqk0rY0vKSW9TVGyo1X7p8xR548KzKv812T/O2f/M3X7DvPf+CZQtFMY9ZMOh7Li6tKGPUKEwspvEjz/6cRISQBAsaJB5+5JGrMayurW9t2sLSojIjfkbROO72rFzq01ws2XttuypgxzqP/h5lYhZm9IFZ2HEWYjQHwhQBAUIQmN7jgoTLDtkxpVnGXMg2Gb8CsFmIJcqPW5IMMrrK3tjm5NSkra+t29r6msZ43MzC+7qAKH1yqgWQhVKphL4Pq5mMm2vINZbgvtSz0iIUcYosprIjDNkddxzFLa799NSkWM1k40ODAyovyysZIYtyUVlSt9m02nZFgAnB6NatWzY9fViGD4iQPPXxp+yvPvc5u//Mg7a8smwf/OBjdvDwEVtaWrDZ2RkBHSXt97/vfba6umK3Z2csn0/b1OQBHdfg0KCAkXtHCd/70RZ66XEjEXc5DrONtTUfxaKqQvsAo4V8ztJqe3RtYAi/XkCROdyY+u0EQcxDp5MubCJf3piJuFbdrmh/PDMIcBA4CdDoieJURV9XAIrrVFOcC2fs+3iZSFi4Le2AlRuXRGpwMttQUABxjsffnxfcjmQBStxFm0LtF+aAo8CXYecguKE+MpaGkTa0ExnF+SAw4ClR4ODPs45fDlAO2npPw1hSBPq8+zv/puqUK3CpZK/3wiU7nQi2q671Ey1n+1/6O6/APgC/7R6QAMCRuQHSjvj4MrPaYe52V5M56gt5mXm3tBxJ2unUeoGYFcpeFpPic3hVozJ1eHX3KF69nnS1twSl8hmLM57CRPZdGKKIb/C7juHL2+001UekoJhO++KAnODc/JwWcXqoI2OjNjE+qbGXHKpGQa2JjjEKRzjn/OZv/Y5deOVVa6EYVWtoZGVuflHXg4WTH0rQBST/MhnNnNIrZKEbGxvz7LTp5KbFpSW7ev2a+r4AOZkmn2U8SDZ01hPzl7K1axmPWKPRslqz6TaASF4ODikTZPxmeWVVi1u1wSxwR5rV9EMBYPrCACcAzLFKd1sLotnY2KgtLCwKgDkWmMmAJj+Sx4yZ5pZ35pOpGCRRE0OIJK1sGIUrBCwuX72qbWuRBcSSVAUY+3HhfuaaATqxlycmbXl5RUxq/tvcWFcAgt41s+TccxS1NtY3RHaidL04Py/LQSoXVBqWFpftzNmz9tXnnrPHHvuQfelLz+hP7s/xkyftxo2bdvDQYTt58rh1uqiitZSBAprPfvkrNjIypN4yRCACj6NHjojBTI+c60E14sUXz9vZBx9Qpt6qVdVvhXiIXjVBzMzMTd1zKhloiDPLilBGq00+2bN8AT/hmERYcGKij625eECG/m/gJqA2Jm/mNoETkqeelYpJreAOgYyk5ut5ViBerSwtBW9eF/S4KztFPEO2k01ntGOGAumu3VZVgmcwCMwFZ6RgSiJHIw+WdAwai4rUrnYDcslpAtRYCwYAVumZ7FUVjGiy38E7cgfT8xEoXC7HGVzDojUjAHAkeSpGtIKKuwF4vwx978FiH4Dv/TX9e24xvHAsEowMAL4yIPdeqzsM+S52+r4BgKPf7c2htUDc9YtoaD9SwHpjEtbdABx6VL4DLYaYs+sdFfsa/1/GhNrKKsiKmd3cxKy8RZ8tb2MT4y4Ykc3Y+uqaFmGpEkGYUeDuSkZaeALBBDD61//m18VyfeGli7a6siYxifVKRdaCLJ6AEgsbwKNSsvpePhoE8PhcrHurwqiWp2+tpqyUjHdy4oDKzVNTB2xh7rYWUGZ76UlKZzqVsbXNDYEkgEB2DVP2qLK8RZHGtqt4C2/Y2Pi4gJpZWPbP/26QneKeg4dwq2V9xaIWX+lFM86EccTAgPrb8ocNYikcE6Cu3nUqKUD30qczX/OFvD5P2ZZ9yuEnFtM2kYUsFlHDSlo2lZFkJlUPSud8jrlhwDliaBPInDh21G7cuK5xKo7n3PPf07WYmjigZw+wQoyEUvrwyKhGw+j5PvTwu+wb3/ymPfHEk3bqvvsV5OB4dOr0SVtYmNO+qCRcu3JFc9EHDozZ/MK8jvXEyRM2PT3tVotkwcFMvlwu2rf+9ps2MTYmlj3BQhrHpwLGEIu63wRY9PPLAwNWKKMvjreugyykLPq80rnGj5qAsO1iLtJabrf0efrB6yur3icOgif8mcDaMOGsZnkKUzViJKzXkWyn1MLoy0PkC8RAlX5lOuIwSEZL9q/ecQD/GNuBdQ+Xw4VHZXOIzjS9V/bpzkZ+j/eKBEfgpyAuzmfCLHDPM2jpVGtKyWf7xciOrA3DWkGQFumB37W9yOMbYA4jVMqqE2zHg+cItP+ei9v+1193BfYB+G33SDhhCfAl8+3JyL5lvLx7las0BrQHWX9gTIhoPGRFetWjlzF4/jpJSgMae174CJR3PUN3xpjk8Yu9cFMAVtnalKJRs16zQhbhhKRK0TBfpY2sEaSWyrQCV0qDlPJaiFC01T+L+tRE/ZqfDADszoU9+5M/+RP757/239uv/8a/s+fPvWiVal3bX2UkSDKWSZUGKWGieAVw8juuBZkHx8R5a5QkAZP5VVtZXRNDm1ImmdcBZlTL/SIbAV5raytWLJRs5taMFjZ6yir/QVpBhrCCLrQztqemp1RalpAHalrMfSIjiZb0woKAjB8W/pnbtwQIIoylU16ybrfVW6WUK7cnEWD8Lvs1cWYzQYXsDgObOxpHofxKf5pyqfyY2y2V3RnHAjzpcVJFIDDRfHKhoAyfUaFCNqsRI6wFYTffmp1REPDwQw8pW2WEaW1tVcEJ37nw8kvK7I8cOW7rm5siTj377HP27ne/SxkwkpSPfvAxqYxRcl1cXFDJmUcUZ6ob16/azZszdubM/creOU9GiJ74mScEwPSdL3iG9gAAIABJREFUOVeJmlDubTckX8lzksvS003qHhEUweKF8Hfjxg0bHZ8Q85mAAPIVZdQmRgXB9KK/3y0bRViDtAfYahSNd4xRIP/dznMuYwSe47yXYEUYZPigJQGOLqTDRMzyxYJrUAFqGDRIyMVLw1IY4x4mIdK5JaVXKLxNQzDI86RsNjRo0JrmfnP8EtNw1LtrdUJkJMqSkbqMysPKmKNgIYz47WS/Wid8WztrRNCH3nFECntRFU2SlPArQt85lLb3AvB+JnzvQGMfgO/dtbw3W+p1ZKpAlsl4T4x5VWW9uwAs8HWZDRfxfwOGIou9s5xd4UdMyzC+oUg5hNeR+bfrznop20Xg/e9ktT6YD4xjvBC3DMbtsmVrSHWLxYnI2YUkYEDz3ajNHIA+ODHRb4Qx7D3OQL8O85OiaAXBe7IbQApG7V//zRfsC08/Y3PzS1apVrXY4TwU6T03qnX1SMdGx0QSityPfMwEZnTG7swvSB1KLN9iUUIVZFLT0weUCdLfdXarnzvHoeySUaFaLYhe5CWDSLbG9QLgAFwybYFwt+P9ZsrSVcweGsrwCEIY0+G6UsYF0FDYggUOCAPYiHZwX9mfj015z9JZsQn1fgFlwNtL0Rkr9Zcl7EEP2n1iewJMAiOyezJbwJesiv1wLzlOSs6AyeFDh0SSIkvD2o+s/9bsLfWFP/IzT0rc49WLr9jEgQk7cGBCIEughPIUx4XoxtzcvEDnA48+at9//pzdd//9dvGVV/R8AujTU1P2xf/yN9oX22ckCytKgJueNmxrMtHIgpHnottkVrqlqkE2nbJvf/tv7cMf+pCqBtxndM8h01HGP3rsmGQoCfCyuYJG1iLiENuk90vAKNYzJe58XhUBrgkZqvtR0zf2uVeyX3r8gGePmWL11Tu2vbkhm0JN8ybjlqSCk+Y56DiBrevZZaOGSAcViSZ4K+Y2GTftiWQiE+wQo5KU3uAdIpUTKbnnTsrz3nA0tiRE1zOgvq9GmgJ/QwDM3HLQldv7vkOCjOTDwgoVTSHIJCQQuaJ3X3MRyGhGpWoFxndnwPsAfG+Wel3XfTeke3cx/35binq/XZmEs9go80XaMYBlFA+7v24QYVck7f2j6EcWeaHne5f5Nt8JGbAA+Uc6YC+ticUs1A8xOxkEvd8OesowrYM2ddRrDj2nqOcVqTyxCEYm9WyObMvLaT76EKdMl0jbc199xj76sY8pe755Y9b++FN/aq9euqLsl74uohf0VmEpY7SgGdYwA6txnibkLpd9ZLG9Mz8vUOR3ANj01LRnBt2OnThxXKbugCPkL8qmACkZ9elTp+zO3JxmQinBRv3hCGRPnDy5o7JVrTszGtIRgYgWt57Z0MiwXb12VT1bRnLIqiGN3bx5MwCj2xoiYsL1onIAOPFlMqKoFK0sN5Q0ARTKrwp4NNvZtXLB+9qci8sgxmTZiIoVwcDBg4fs2rWrAgq+z1wu+s2Pf/hD9vJLL8nMgeuoGdGYA+ihQ4cU6Fy4eNFOHD/uc8XVmo4LICe7/d53v6cgpH9wSL8HkAlyFhcXZdzAPDWay/ff/4Cu68CQW0eiQDU5PamnUKNY2wRXTblmcW8ou7eRikzG7dy579sj73q3gohabVsjUyh6nTp9SgBMlQP2MkxjpEq7susDFAEqTxDZB6VraXWHYAcQorKhUjWAx9xvJMdISNPpWr1aUXWBIDhOzzVJGTgmIwaNDPE+gnO9mAhrvLt4JFuc7BnJUkwPIG2lfIwukOtcQMWZy3r7o3cr+Pvq9yHY5rnN5UuWQRZT0pGAcSBeaQFwx63oh0w2Cq49WA+BeMjaldEySx1mpX096UrKk3dxZ93YB+AfaZX8ST+0D8A/6ZW7p9+LIuKufHxbMGQhNHWCsxFl3J2S854h/p353z0H42/yDx5dRLAKKB5F21F0+8NOZ1fz2XuMu0EAGbb3KGEO+/xRJB6/u/8oWua7lIXd89Yjan039KeIulkpE72uLaxs2OjIoEQBWGTICP7kT/7MvvHNb9vS0rJt12oiaYkFi0705pZYvTCQAQUWEuzkKFvidbuxtSUBDvrGgBhzrVNT0wLyvnxWCzUZMG5AZLeMLAGkMJ2Z+aUvCpgWCkV9/7Of/X/1e2eYuhY1CzjfJ3MHZFT2DONDACVuQpRkycBOnTotshNgAouZ0m5EogNUGOuiJOvVCM/GybZdd9r7wJCEAHMyFfrijIPJ7cnMDoyP2/WbNwTukLBwibp9547YzY8//piOb3AAFSmsC6siQn3vO9+1pz7xlL322mteDjezl196Udsgy3zo4Yfsxs0Zuzk7o/1xH6iKwNh+8vEn7I/++I/sgTNndZ0JdJidhoR27epVe/TRD1hlc9O+9vWv2y/8k19QwAB56sjRo5ZKxlWh0PwtMqONutoalK6pDGSzKV3jtVXIYWt2YGJcFZDnv/tdOzB5QGA+OExgk1FpF/DFfpCRHtdmdnZzKu1WjpE7lc/jessl0m0WI1k9X9cqJwqg91vK56xeq2gEUK0AgJhSdo4ZX4JGcyZ3t6tnh29GDG3+9PKwi+RopljlaH+P1fN1P1F5A2vbgcXsrPaESuR8pN311hBjVmT5cXrQpNnhWH3e2HvAErr5gZc6+s3u6KGDsGfW3JeIjxGNJMICj97XvX3je7r8/QPe2D4Avy1uPo99R6W1dh2T9DCnK+D1RULztKHnuxc8o5KxXpJwLmH8d/fMQg8oUsfS9iI1nWDA/YaXQaMTkdAHwh/+Kfcs9XlkFwTx8ribEjgovxFpQ5Z+AYAjwIk+F4FHJ56x5dvXbHT6aGiBORkFXeE/+IP/YBdfuWSblaobrgeCGYs2WW2ZMqrM11H4cZIXJTzmYRHcqFS2fLHqub3ho49+0JZQi5JgRlqjL2RHByYOaJ4WgBscGNbvmG8dHBwWgJKlkR2yIXqsrmXNwujWc4AebG8ywMGBAfVFKfvxJ993lSwW4khmMKbxI8CXTIdtufqVk4W4VnzHF8X4DkBzL7ZrVS3+7SYSg26rSH/07MMP2Xe//30RmQ5OH7SJ8XG7/NprdvTIIbtw4SVVLmB0U+KHOX7syFHN837mM5+Rpy/XdPLAAclLfvvb37EHzz5o3/nud3Ues7duqxoAyWxjdc2e/PDjYrYDDAQT73nkPVIEQ3aSjPz27Vv2C//NP5ZoC2NgI+NjClYAzUKfk8kkMxpMK2hpEFhJy5sKi1x84iJAwcpOp5K2srxk45C0kkkryzyiZHXYx3EY9D3LZ7hPbbeOhGy1vnbXdffgyQVhpMOtcqyPA4kbQam3h1Z01TpNKifrtrWxbn2lft3jdDpnqUzBlefaTatuQ7JrWi7bJwtFqjOxVCKMVsFFcLIUGyXwo7ftyObqWTI2YQ1AravD++PZOBk091x60fGk2hn0uuWuRCavp9Dn69mWky73ADDPTHhv95L42LVaU7Izpn8e7AsVHLt3sF8HJ5rt94DfHKDYB+A357r+mFsFaFsqPQPC1mm5gs0e0XU2KBH+MDoQEXakNLWn5+pYu9sLcjEb7wGLwRxQOnIhen1/aO+BU9YEXDVjSml4x84wBARyiAlzvoBxAGHtMpTA/Lg9kyOw2FECCqQQf8lhgLooxl/85eftl/7JP7aqNKTdl5Uf5l5fOP+iLS+v2p99+jPS/q2oxOylRhnMt9tiAOcyGbF1kVlku2SlG1ub6tEODg4IbPnudqVqRw8d1kxy5NMLe/bQwcNW7i/JbGCgf8hGR8cFjPR/GSFi/pY5V8rcI8PDIgPxg8jD6NioytSAGyVesnKpTdWYKU4YZWrK5pwzQhSuA9wVoJEJsh8yHu4rvUrdz3hcWtn0gcmMz559yJ577lmBOSNUN67fsLGRUavVt/XMSBilXLJTp07pur/88stWyOXlGMXaLTbx4pKuDfKLENd+6Rd/0f7ys3+542BE2Z2s+dDBaZuZmZUTlGwNg4gFfyfDhSz40Sc/Yq+8+ootMQf82GM679On77NXXnnVfvWf/XP79rf+VsHPv/gf/oUMI+hZo1QGAa0V87E6tKhdaYpzoI/vZLr5+Tuqboiw1O3a6vKy3bx+VaVy7iXn31YVwsvPgCazt616S310giIFNTB6NSPtmbLKxPhXS1GK2V/PAsmaeSa5B5S1t9ZWrVHbtK2NFT3rOC3l+grqE3PkxMe3b83YYLlofcWCtRoehCJb2o3RpvGpBQKKKIMk0yWzZjwLXXQ3SAhVMPWkAUMfHUolcztkPHrIImlJvSplMciOAnG5JisbjgC4l/CydsSG9vfQ35VI1c77zd671nhSNHqENgAAHOQzXVPaAVm721fF+jHX9x/+8X0AvmeX8sfd0N7ZILNOvWpNFlAM6IOhvULP0APyl8VLtlGJWYmoyrihJ8zLHg04hAjWi1uoYu0yKn+Ul0nTwqGvKxPBYDtIdB4FAYradawIbnStKzKVzx2T4SkbCZZ4Oo5wLuEt9llGMpBA+CBLmJm9aWPTh5S5KgtRry4uacAbN2YEWP/2N3/bVlZW9ffNrUpwFWLhNJVHyRaoGLDkVqrbSnpTmZRKqadOnbB3vfvd9tef/7x94xvfVG+X/TAiw+GxsENEOnnawWt5adkOTE6q5Kr52p7J3ICsGLDHdpBMl30B9CzcyDbyQQCKjIURJe7R+gYELXSgq2JhA6yArmQo+/v1HeQVAQyISfS5uW70gwFbL2sjIdiy6WlK7WYbm+vqLWIviMMRs8sc17nz521weEiEqgfPnLHZmRn1cpl3hURH4IBABdf88ccft9cuXbL77rtPzG1Y1WRzzz37rMhjkJgAK8rmkL6GBofdfAJyUyyumWHOYWp6WuxnStynT51Wz/vMgw+q13vh4ssCt0/+3M/ZzZmblqFSMDpmHTloOXKS4fNMpWUl6LPvwIiyPuRKU0mJhWysLtmlS5fs5MkT6oMzyhbJP6K9zDtCnx3GNKDC88j8dPQO8fxx/yI3LbU+MFSA5KQyNAEhzPeeVWH71yraP0YMbqzQU9UhmeIZJ9gkYGIUr+WCJzgawfRPe+bLfrlnqmyFgNaH7WIKGqIgVK3doHwl8NQxBZclzeZ6VUdmJmxX5CvPXmWl2XXSngJg9dFjgYjp75ILcjjpS4AMv0Sl8ZAFBx1rAWzI2HfmnMN6Eo04/bir3f7n3/gK7APwT+3JCOVHylzNutsKUm5T9uuMWF4VZQYBVAV8SovDQSOqEZWoAxFKES5+oNIy3i0r4RLjwfLuiJFe1B8SzTLCpH0FWUmVmbtdsYx1HPKjdS1qFk15robFxl90L3PzXyRBGU5Exx/pI0fBAEf36ssX7X4EGJDDp+8VjpnFUGCM1OLCgrKK8+detE9/+jO2tbWh3mjEGCbTwNEH60OAiJ7dmQfP2PzSov2rf/U/irm7wIjMyop9+tN/Lqbz9Ws3VIpdXFgW2AEQYkYfmNBCLWP5uTktmLCVAUKVhzGCKOTF8IXRDNDyAyjxGUqVlKDJPAAaMiPK3Cx60dhRqej9VK4Hqk0S7mi1fIwKg4fA5OZ6TExMKFNmjItyNtmwKyj1bGBwQCIR0shGxrJUktwm5gear42bfHuZUWa8iKz84x/7mK0srWqbJ06c0LFTjr/46qsiOsE4vnztqpjOlPQBZUr/mCVQpr5965bGcs4+9KANDw4oUEJoAzIbdoT/6JOf1KjSk08+YRuVDZ03ZW6ChI2tioJCSS8SqGE2gUNTgrKvZ4QArqz5COiCnSaP6+b6mqQ2OY8Dk1NWraEQ50CLwlVU5tEzgdwjlRtIhNoPFo9Ibror1s44XtxHkbh+zKpzz8WmbzY0mgYbGwDlP8RTqKJwLFxHDCQAYGa++wo5dWfiSZ8IAIz5QXOZd4n5eZ+hR6ymo2eae+8iIEELWjPGHuwxh+vvCAIcML2ZIPB3AaIVWbhK1XrXAyEsshNl7K/tQcHrrQV3WM9RsCzADepXyn59tngnWL/Lp3jfpvBewcY+AN+rK/ljbofRD4FYsBWM4TeKelS3rXJvGN5zIAvWfw7KProThhN2NJcd8CKK898fgBUhS8DWFy/EGESyCn7C7pXmC4wCZw/fd2YXHaQ9s9mbcXP8ZNGuTRD6bYjBx2P2+c9+zj7+iU9YL8MYRMJwsBGghRERgghPoj1Cp0T6p//3p+yVVy4KWGH8si9KvIzhjI1N2InjJ+y97/2ATB4oAx8/cUIZLFkrC+bv//7v24svvsxpSn8YIEVxiyyRc0BNC8GIF86/oN2SVQGQZLGR0tXZs2cF1IA0JBzNCltPWeGZM2ek+Tw0PGRThw7at771LS24ADD/jjgGmSXfZ7s6u+AL7LrESRGlACNAkuBBKlKQgOgBBr9jiU4IrF2EhFvBou+dB7SkUzYxMS5W8+3bd2x2dla90ePHjitImJmZsU9+8pP2/PPP2535OXv11UsytOdyV6sVgTEldo6N7J2SN+S3Qi6rbPyB+06pP3vkyCG5JwFQs3fm7fixYxKfGBsfdStAjBNQoMphrUhAQ/88zMpKUY0A1Bn+UY+cfYpXIOu+up4LAgQyfsrJkQsUoilRCZm+pqQlI1MBSrtGaRkTD1ds4/3zGM8zxGQcIQzYw16WFkC3W1arVXTN6U1LGCXtZhD0twE21Z0CA5nrzDFAvuIcvP/qgXKn2bKu7EPbrkHtg3g71oKqGiVSCr48V/VyNNdN/WrJacYthxMTLaodi0OvpMgdaU/FjHOnHZHOuALXXkMVes1ukoJ6mhOt3LHJpTUFvmEWXddoH4B/zBX+R/v4PgD/aNfpHn7Ks0eZ17MQ19ENbpk4iKBAIDepDLQjI+lZJy9txFTcLShHNAx1aneOU6XdKAPW/O/d/Zu/q58Tlf0iFyPmfxUxM/Kyp4zMqIr0nyPHo73ZdABgFiE3A3eXJL3nepk9Y3GtECzt1qzT6Mo9p61T94UwkhBkcVBmodK2Lw5ko7VG1Z758pfticcft3Pnztl9991vS8vLWmDf9e73WBOv16UVm5o6qJlXspLh0RH7/ne/K8lFiDp/+If/0ZaWVtQHpOzLOeLwI2vDQmG3RGgxCYAAlirfwozuK9gTTzwhj1xAnf7v9tZWkDY0ZYMAO/1ERnj4IXNFqIM+6vrapn6HQMfM7MwOAKOLzDUS4CAE0e3YwYPT8uZFlQsHpnDxdJwAMsce9cE5Pl9TY+qFQ2ZS/73btX/6T3/Fnn3uWe8tIvfYasmw4uaNGxofgmQFSBGM0MsEfJjLdRGMjpX7iurfEnwhU3lw8oAyYPrFpb6C3Xf6tCWzGRsaGYvI8VYsl7QfvgdgAu7YEBJquhIV3shN7YfSMM+cB5XBTCT8idJaPt+nd4Zzo9xNtg+Qqz8qUHPOAffHtbepQHgAybZ5ZvVu9HrWYlwstE4IAr3t4wEsAMt/a2vLun6adw+ZJxk01zOVZNyI/eDC5EIzbI+AiYzW9wfxqi2OR6O+Ze3mtmQyZcEp8ZC0VLxUyhafIWdtSU16wOnERYhdXWW7PDf5QkljV2H4QOpfzAnfHew6G5t7Rpsi0qx2DiUBggfJkasT5XpnhPt/Lr+a8iBlH4DvIQbsbmofgN+Uy/oGG/XmrTLcbqdhvXbLGkgEBvGHBLMMUaYrFmQAYGWgvmh4t0bxdNhByC71esZUooqIFeorRXOBYQxi71HtJJJ7QFP9ZF58AW3wDQ6uRoC/ZyV8c8+8oZSunIgVli9F/coeAF6VrT0Tkc6u+sJ+PppE1uLXtc2tNTswPmXtDj0uz6SVXejl91Ii8YnkBDWO4R6rLFSYudP71eKp43Tmp5SF0hnpHN+5fcumJqft8pWrls+mBSwAyKf//P9RL/O5r33NFpeXbSv4BbMwFdAXFtCZBCQiFymdl/Uk7EEWS1Y5OjqqUi4jTpC6CKzI+hCL4N8IHJBuxHye7FnyiL2uzd1Z0LUGRBYXXFYy6gGTtWvnMe4Fkpt5kbo4TwQ3ABHALJvOSHQjncsqAwccKJ9SXh8o92tEiiwW1vHQ0JAtLS7a4aNHRK66dWtWQFIAeGdnbGR4hKKmjY4jGbmgUr7MHaqMZjnAo1ONXeLIyKBV1tes2Je1AcaRnnzcDk1PiYleHPQxskQibcOjozs2jHfuzIkcJitJFKgCpYFSqaQdNfvKKI6/LwJNyr5UWsL8O9dLgilIdfa66lHDgvaeZ9dykg2tKXPkOSSAkDoVrZlQanUhSGYPvGXjb5Y/l90WI26QtPI6BoRxPCCgLM4xukWhxoGcJRcELYKWs1TfPIMm6BCPgaCgvW2t+qY161UFeJ5pJ2SlmM3jfBVX/x0LQ6obHgsELkawDeV7lO6TyYyeT/6kMoEHM3rq/HA/Fb4wukRlrUWQ4ZmtC4/I/kk8Ce5DpJQnspWCgpSeFc+A9wH4zYSIfQB+M6/uzra9FMu4gqGj3ES8v6lFgd6gFoCdSN9nfj1DJesL+r9BClIAvGfON8pkvZfrWrgaGf4JABhglNVhmDV1khVlRzbdC/0zFiwHYBYYl5p0Ao0mD4P6lsamWNLCIqlsLKFc2jPmyD6x07N6s2rr6yt28uR9KkuSgZLNuya0szO9uu59bdmlhZ4z22OERGzPYH7uilqhSB/IPYytLM4vSEyCBZ3Pf+3rX7NKZVMge+78OXvx4kX1O2FWQ/bhB3CTo9HAgLINRp3W1zft8OHDNjszK/EKesGwnwFkStb0JmPxnsrgmL1Hiz6LGeU+AHZ4eDg4MjkBCCckZRz0Wptkgp2d4MxnWKsiYrliGXrcODiVRfyh5x15MWt2tYNSVlaCIpS3PUhg7rmtLB1gunHz5o5RAL1rggTYuMhiDg5gmJCx6YPT9tILL8v+r1DIScHr9u3bGgcaQOykXhVnYXxk0N777kfkKHX/KRcmsXTKUrm8HT58zCUZZftYkBkELlawoPmRSlQmq/vLgq/nKZp5J3NsMobU8cxSUp2exROAUG3gGnOrqW4AwpDtCMoI1DgfcQ0QzZBsqbsYsf22vHCT4hMQUJHhJmI98TGCrLM4DrwTgO7OuBLjP5jYB5Y2vVpK0jvkpMD+V5VH4N+0WqViyQSjRzhLMeNMAIgVogdy8ZT3dCk/E2aTEetdkZysLJJCX5vMml58y5qNjiQ1eSZSaQhyqzIq8UzYe7S8gS7oA4nNvcGd2cx/gcApXXJ67858Btx5TpmnJgt2AA7v4Q4L+keT8HlLltZ3+E72AfhNuoFRjqpoHaISvbpWXV6o3XbDYgF4GaGIeqXqSYWaUjSzq5dHSWAEyrtCHNKTDVmv+mSAWmRRFqQnwxDfzksZna6XhHe3qXJXkKMEgL087ADsZWSfB9ZCQ4YZ/pcWzGiEIpSY0cbVv4dAISpbtzoNLbAsfK7S48NQrWbDLlx80R577MPqbWlcQvkJxBOPyiUSL/D134t0smdhUG8xx2JM9uHayBwEfV76qAQ+zNmyYMlUYG3N7n/wjM3evKEy5Wf/8rO2sLRsT3/pS1bdrgucyIw1QpJFuaqhPi4brVV9npfFVfdXgUZbWdrY6Kj60Y1mTbPDHA/XjmyPzBDfWrSXEeZgke7rK7ndYK0msASI2HZEKqPXyfXFmYhrxphUVF3gsjNPSgABa9p/mCEGIBJSDeM6QDg7cvig9kcpHCcnrrC2pb5qQ9mUl9a3lE2RsRMkbG1suaVfZVO9c645+tnjo2O2tHDHcpkUkG8feO/7LBk3Ozw9LXZyIpu1WgvjhxFKEdJr5n5zrvVaQ9tXD5WRK8mXQoiCjZt0z2jgIwSlBCQiSEHMQwK14SQmZ047sJC5Ur71DNV7y2zfU1QNtOvcuIZYDxJoEjh59gi5qm1JhECaVWXWEsUw70+jxKURH5WtFUnutCUoF9PPpucctYC8vdKVQhvjRuSj9eqqVbfXpKrF/oqlfpl6aKY4k7N4Kit5yfC2q8ikZyBIUjL2xC8JwNgXMTIVEvZFtkylh7E6pgWklhX6y9FcMa8iBDTOxYNzbwW5drVzMvQkE6yksgrA7gJggt4gaRkFt2/S0vkParP7APwm3W4njfiYDso+Ku2qx0tE6tZ9ruPMSxD6o/oLn+k58PACMqcQSs67jOVQHg6EHcGYWJK7M3rOfOSrQREnRMV7M8Po1Pf+Tn1alaDDfPEO8HLIu2IcbFoRelCz2gu4ALAztqO+r/fAFHmTzYbSNIvT+sbW/8fem/1Yll7Zfd+d5xtTTpVZA4tFFoceyLYfuh9s2S/Wg6H/yZBf7BfJMPrFEOAnA2obsAy4u+E3qd2y0IMlNd0mm82hSFZVzpkxz3HvjQjjt9be55zIyqJEErbBrgwgkZkRN+49w3e+vffaa69VHrx1t/zwRz+QktLp2YWCg0YwxH42IQtzW1e+aSweXXBtCpokNXxGpRNVtzYRCeS7j5giIVRoBGXOMQlQvI4q6r/7J/+kfPzTjzUnCwx5dgohCzu9q9Id9G0huFgooLKpjUdDfTpjPfwOX7fv3DFpCdbwEulEeql+j+l0ouuWc6HHxxCs8O89LR8//FR9YjSq6edSddeKWt0y6o+kz8ymrwr9ukiti2oSWJkkhKCDTR/XgTtAIKISW5tN1YflmOkhkjwgmkFywb+BnkEmnj99puoWuUne3+YSeA9PJERBtQyZa202Ky9fPCu9Tin37t4p3/zaV8tXv/x+efudB2VtbUPIxSV/SktKYpCE5uswpT0qQ1JmuNV9UKpKJXPi/VGVYmXoCjb9cDMBPDuGWARJzpaY+uq0NUM8X1vTvLdjST3Gp+dRUDBmCKeC6oWmRK/XjkkmJsl1rMPahu0MkY2A5bGkJDnBlk/xCieCEKB8XpwDSQts5wWkvhMY4JdlcYbU5oWIYHw2QZP7RB+5A8GK9+Ca6bnys0WwJuAKjRlMFRj5PpWuZ9dbEvuwkpUDtHr6t27r3xqJChTNPsqesdZkAkl7JI8ShokJCdyZODZX+PiKAAAgAElEQVQns8wqW0dAHsE1z/L/pZ3zi/W2bwLwr3q/s9TlfXL8RvDhQvAc0pLuS5KCAvGGnm/I0bnn5WqTMR/lofF6/HQrsaTYUAw/17O4Sbqgx3MVVbLg2FcCsGYHG0P0zeq3qorjvT16FEFYD2+MTEXvTaGPJOFGP9rfqza+GPwH2lPQoheWoh7h1QqMmGNKyDSubW6KnCOVn25PpBrp0obdmv4d1UWSQtTvcuqujUljQ2KEGhFwFRW9xKtLVYsEVjyKZT5/6p4pVSP91R/84EflX/zzPyl/8Zd/IaKVZklBGTSXiVgIrkk2UJCmMvZ1zCkzjiIv3qHIS4zt4BgFYQgYkM2cqk8iDUPP/lJ2sNnJwEFa+x0FDzZKbfzttshaBGt+j94r1TpjT7yGY8Di8emTJ4JjIYhR1fBaNnH1KYU2eIb13XffLS93dsR6BgZn7VA5w7Jmo4aGQC+a6o9gj0zmcDxU75dkgJlYKjZmg9fmk/Lg/r0yQO6zVcp/+h//R+Wt+3d1veiXK4Gij9jBJWukWd3pbC7Il9uSLFuNIg2GDlxu4TvJihE8VhmBBHayvZKtXEWVqupOYzYWjXAbolMWnIv9DPRH1wNGN0YdGktaldWF2dNcJ1AOHJd2d1+q1w07HLEVHYcCdFfHqCAVRiUcrxNKIzFCZ9pdJRq8juSOnyOVsVxiHLKUaAkcENpPCupCcRxcCbg5UoRxg65Rq60KnQRJhMDxvJydXxRcsJidVpLF++S4UCBEKIGRuCbPIWfx8/ljXbF2PUpoOUztTzDAIZbBJteYFdUySlghpan/xxBCzQL9VXfQL/TvvwnAv8rtr4JvjBnIas+Qbesa8XZXwCle4cDWGM8hZqczkQKwg6uDWwps1AeYIyWKfwH9Zq9Yf6eIfGjJajoiHnD1VBu94wzGSdryz/LzMwAHMzsDsFL8OOlGAuEN5Eq2bNXoSKNNZDJK7WdL4KVSwxcY9i/ngvNNX8pF9Jxgl/ac+bfROzaoDRhgyNtjItpIUASimmDDyAydjU3/NoFFSIM2GwwPCHyWqASO47gSWlst3fPb3d0vf/iHf1i++93varSJipl7eL44l/E7PWYqVlWIPZOhYLVyvWE9E4RwyLF8pPt2wNaqZlvX5WRxqt9xf99sXK4DKlHc9Vtbt8rjJ48rlyU2YEhPvA+BnWsHmYp7x+/RP0bkA4hd10AtQ9oRRiKoqPvyty3uvUYQJAgTXOmNTsZDvS8Bns359q0tyUsSoPksjBE8v3wueL3XbpX/8D/4Vnn88JOyub4uBjRjUpwzfUuq3qWU1zoKvNxXeuuQvdjgmd3l+wRoGRR0PL7je0GPO1ozENDiuUm4X89MjMG5Og0Hr3Chkv1kBcIyjtUVOY7zpOYDLdjf3dE4FcGWP8+fPS6t1pV8qvmCNWyJSh8Xx0zlSrByu8fHlYx+wdMB8QPhs87kky3G97mDseBvYUcW9ghrRD6HdUDglBNZgfgGJG3xjLRRvL62VSJ9c+B8rmklIwnSRaIlmL7rax2krOyFQ+Zrfokc1m5Zx1qtHgdaV+R+rgopRNXqiVlhjUe9icC/SujI330TgH/Zq5jzfbAzgYyW9IxCcpFZRgVhZg1DVIPMPhR/BGUFu1gsX8U+6z7X1aX7YrVecHOOL5xLworQHqHYkWXlazPt5Hb6FGviVLMSruFnM5+TeepBfStcZT+4WjTiZDUCsc7Br0NQISilerl/N8aYgpjFZ9KPw7VIDNclikctQadjZBqpfsMqLV2SVDlZJyjGN/o0DCtojCql0sINVEETzFfhzYq7jgg9rqhS2pAKnSCq1OPS1dnFBSSXRfmnf/BPy6cffyK4EpILEpeSvwxGO5vluw8elE8fPlQlykbHpZjPqHoXrrwWeACv21hgMCqHJ8fl2QE6xrfFer5cMhLDpteVzy7QNQFE15J+X8giUkV3NBMKI/m0fIlxrctLJS6yMsy5UkHtq7K6htzUL/PpzF61bWwKmR/uyHWJihdjeT7rN3/jG2W5OJNe8mjUl+8uMDLvS1BfW1/T/UL84sWLpyJ8/cY3v1keP3yooMU5f/jVDwWzv0X1G334O2+9VY6OT4RITNdxLBrLrGFjY6tcXaNv3FPbhGOwjrOhUTlJBUTK/eF8XTHaUzoZvqqSIRNBJMJ+U9XiRRmqn+p1R5sjUSLBsZCiTo7K0eG+EKpz9ZdXZW02EYqhka+AyDVHTRKoESGziN139n2w+EVyKQxnsyY4r+QNwIbmOvN8wHW4pgW1WJSLBcxqj0xpPXYYxTL0C5xtBMtJtUaVunyexULMHIegFSN9OkY6zUY9up2hKmqZUcT4EGuANak6u4KSHURtWtEWAkO/HjQtA7DaPuE3XIv41CTHX3b7fPN7vgJvAvAvuxI0+8oGa1gpLLTdl2LUKIKwA1hAayI0+QMTDhKtSS8IndZQnxJb+DMBOLPOgLRDti6FBOoH15tBarjWHoQ1MeqzGax7pNfXQHV1piymZhCympeqckYKcQ5l9S20mxHm8LFn/8kkMrM8GI8hyEA0guEKBAgrl4qBALa+ualqtkoSYrZRfawgYnkOmIQjs3N6avSLQws3hBtUpZRgkedIiO5PfSYnx4ciOLlSdn8SST/6nmxaOy9elmfPn8nJ58mjxxLCEAwdYhoi9XQZ8zmtKg7gXjZascOvOyJf6R4JHoW92i3buy9VjT56+EREKpIDLhG9X22+nY7gRgh8fN762rpGVySHCVEL4k+nI01qBRixbzuC2DV/erVUH3M+YTynKBDub++rModh++DBPWlCo1wFQbDX68iq8O/9J3+vPHvyVEpb+ABT2aPehQoXARrpzdsb6+X5s6dKtmAN40h0wSjQ2lr55je/WY6OTsrtO3fL2cWifPkrXy3bu7tlMluTuhOM4bPzRRmNqYT7mr0G8WDD18RVVMAETs2hh5OAevhJeNNEQP0sqEqUBScB99Js/JQ/J8Fb0Hc1bA2RDDj4ku+1Szk5P5H9IeuShcE9MqLSE2lJtoNiQUdAbDwEfC73XiIe/C0PYZJQM5cziU3Sk5JB9gbJUqbJyZU4BjD4MT6gqpXvL0l1t+fRLOp29a+tekWbgrXOWkofY54Z2N8k2shx8n/LX1qgxf1kfJZhhUdgDqMGzTzT8ogKGD6F5u2TdxEM6Zp/8dlr8ctuo1/033sTgH+BFZB902uyyQi8qlqjUUurRAoz0T+V6k30WdjU2yKHNJvGkT1HABaLOSBoqrc6UOtfN2AfH0tdFcu2r+r91gHYbxJY92vONdW1CJp11ZsBPsajshpu/n6wt4HN7YgU5uKC1C3YId1iRhyih0qgkVzfbKoNiABJhs3DTw8Twg+bhaqA+JJUfwjBsxmqkq8CsPtumXgoKUg5zGDWZr/cVTb/o1KqExgC8GTMyAUsVrNmuVe8Uizn5VLkJhjRu/t75U/+xZ+UJw+faNaXHjHVGskD94MkgHsy6HcF6WKld3tzS1AyFdOd23fLi5cvZadIIKciJjACK2OZeLC/r7NGlIG+G71kSDNUUMzmApkSGEfjkVjT6od2XD0DiaMbTB+YffT0FDtGC5kg1TmnAu3QQx6U4RAosei8EdGQU9KPf1x+67e+peDD6BRWf1g7YmpxeHigJIlKDfj2zsZ6uTg/02eBVHz96x+WP/3TP1Ws/Pv/2d9XYNjYulXOLi7K3fsPJDs5na6V8WSmkpV7ttR88UgkLZGP1Ps1fE7VaPKcUZg0ygAiDwaErpMT1Pp50jifRFRORKjiHIGdSQTRzJ4xbxuuUvSD93a3dZ3o1cOMhsClChFhE0HmjAl6lIiEUcEOgBf7SQXeWJsB23b77ttzr4QmCRK22YISinJZzo4PpQGQrksedeL/3TIYTcpoNNFzDCNahgv09APVYF0qQWlzjXoFUwt5GXcJtkiZztRCkTcwCcelZ6jrfaQl/gOfTVWtkaSoonXsMc6nFo8CMIhakCDV3gq3pdckI7/ANvrmpY0r8CYA/7zlcCNWWnqRwEvl5nlXDLq1FejfrhRNqFIVHL1HPwD0tXL+VS4KjU/OCthwnogeFXTr3mwm/BV56kbwjREJurBhzp3iFXq9CoLPzu5lH83Vps9DlmXNTS2IYXZSqY/Zoh3XQRwD3jXkKuC7wcamIpHykNxo2EAMgRFMycTZeKhusfdDt5jzRn1KIhSh4OXJD2/cKc4BOcQEFCqPJkPalVH2tFM0QwG40bsTagEj+OIsxl7oh5lsY1Jc3J5gT0ta8OpSkOyzJ8/Kn/7LP5G28p//2Z/LpQjDgWfPXmjE6OBgT0zyL733dlmbTkRg2jvY00wxJDH6cw8/scnB4dFpOTrxaAqBi2AucQkce/IaA0N3kKSEjTwrL16+EGzLGoMVDUxLr/b46EQbP+zh3/md3y5/+7ffK1/98gdS/ELsAeIZVe+3f+c3yic//ZkCE9KRjGVNx2PB/8+ev5RDEsfxO9/+dvm3f/VX5d133ikPHjwo3/mrf1tmk6mqyAtco957R5U2BgwkGE8ePSlf/fBDmTIgjrJx63bpMj7Tape9/YPy/gcfKqAhHtGRBzBsfyMD6uHr1jHH7HVk3XNDvnwl1C5lq5DFjJstkpnmeQmay4VIWCQO9Hoh+N19655UumgnwEEg1svwQ4knoiqHoTrm8Ti+p9YEBK3xUPA0yRZrVrUoVaSSQ0a7Rqrg2z1rKWfSK79sISXnOg8qcf4gukPS7llhE+5QtTIxjfU8UPUrUlmXuV9PEHi0KPWrzX8QT0LKWwh3xOfH5IOSFU1WAOtb3ETGFpG4aa46gimVtWeBDfPXo1YhCysRj9xfQgin2Wt6E1Z/qSvwJgB/3mW7EXwD3kIJiF4vD0+o53hswcHYUxR1ALYCTkNSL31+Fev8e5nBK7hFD9aQtc3e3Zd1bzZJKJpNlGKNIS/1dIAtCcCSyouhejE+TfjgQcuNoaou9UHuH1ZBE8m+xrhFurfUKljxNhwbvxeiIcq0lXFbPzi/TCyL4M54UMu9bStdub/FXCcEJUQuYH66zxduSBnRlYG7KgHGXC4uy2g6s1BAzgiHCpACcCIP9AYrxyhv4ib5kEQ5aWJ8RYNMXK+E9a898ylVbl1f5p+dIKH1PBj0yvPnz3TcsJipaPHPffb0qQLB22+/VT760Q/K7c0NO0JR/1zAvu6LXUyPmb7w4dGJqmCuH0GLapXAvEQYotsph0eurlW1XwElHwsp4DqjtEVQ3d3b0RX+B//gPy9/+Zd/WQa9QfnmN75Wnjz+VEpYkMg45vvvviWiFH1jIOP7994qP/roh7JO/Na3vlX+7M//rPzmb/+2XKe+9uGHImFBytI10gz1sLz79tvle9/9Xjk5Oi63bm+Wu/dul7/6zl8p6NGnpNr/4IMPyng+L7fu3C0Hx8DmI6k0HR+flfFs7vGb3tBBI3SHjRmHjWWjt5oetpy77TAtHFE9I2gz0/pY2sCBAAz9gfXM2BRa1TxHyJM+/PRjVfvT8SQ+C/+TmDEOFyQHdwdHYGuJXiyYvb4UCsD3ROIT85jX9K0bIkbzteBkk6qMPBGk9YyHLjp678vFSVlcnLjCl5kJlTIVb7dct3vyGsbrl+qTsSMmA/RZmgbolHOUvWLciXVJ0ghJLPWoZeCgtcyWQkLt0S77SfvQVKmrgq/tF1OMg79z5t5TCCS/mQC7teU+8htBjl8q6jb3x+smhvOrvtuv++/fRIcrEfXWNb2uM2WzWs3BAE7CVD5tDlKGYMXizLEeD8RWggGOR34fBTH9PGUeCWwRgMNDNwTpKijWQhQOVElO+UUCcNCxKnsyzyNHXzrnkKME1GiUqoRaHP/GbaZaDMZqEq44JhGQJELizFsuNJwY5Bg3hZ3hAyGHPrRgXHqfZ2dmyEpUxCW1ExKPFrFZMZ/YpjfH71MBKwGJYBmjJ/odZC/j8juhiTEwSYKuyvnZqeBHKCzLi3NvvujuMrM7m+sztJEp4YqESfmY79/JyaEC7r/6V/9H+eArHygAnRwcl08++Wm5c2dLzkiQg/JeESC+973vSuQCuJDqGfOH3d09MawJwDt7e6r4t3d3ymAwVtUNy9lKZS1V0lu3NmUJyLzpnTu3pEXMfCskKPrRs+mkPH78qdbs+nytnJ2clHfee1fXHuY3Z8y9IYn49re/Jab0p48fCVUgCL33zjv2/11dCn5l3viDL39QHn78iZjTzAE/fvyofPmr75ftnZeSwjzY39W1mExm5UsffFDWNm+V5zt7gt7pJVMN7x+dlOF0LiLb+samxmxYalSRSfKJ/KxuuURvXupgEjwhCXZLxjrkVMzXZToeld2dbUHQJBn37t4rO9svksQrchn8A9jfGvOKxFDKc2KrdxVkvX6pXEF1VqXfI9ltkBpDCpKLaaYyVfKkdHqevec4aStk4rIguYQJrkBmfQCsR6mMz0/t4Sx0CCJhBxGVvtbfaDytSIkkek5GWmU8nej4Wc/qwy8vy3Awdg86mt8KmIy9qT1k8RwnOJZ3rfaNaPHY/Snm7Kt9hV/olrbIafySkw4HcFfeb9jQv1rQe1MB5/XL4JuVqGZwl2GTxoO4LB1ltJHaRmXXzF+qKjFmBRXYNJcfcK2e+NzEa0jXAbjuS4rIFf/nc90gq0U28iiyNyr4S8P1P78CTmeW3EoEdUfg/UUDsGFa5DVDlzd6rrIO7LRCBtB9V/PKnIlrNIZtQhMPtlDL85CF32ioAEvWrwop4GfgWDYleni8FcIFVQDOOeHGs+DRlezJo5Lk0S02VGBQVb/auEP7mtlMMVUtnoEOMPeAwEBQyiCuIBgJlP2MEbY4k++ugupyqeTjZz/5SLrPEv1od8re/p6qyIP9Pck6KpBIKtEOQx999JGIVq5wB+Vv/ub7Zb42K6en55K75FrIw5aNeTQq733p/bKzi30i1Q/w6FW5d/euyFnzOYYHsK4H5fGjh+X48Kjg2PR/fec75Xd/7/dUQXGsyG5ubazptUDbh8dH+j7ewFubWzoPkhPEQfZ298r9+28JLVCVfnJS1tZmpTfsqpfqUSyjMrC7v/qNb5becKSkiXYCsPbO3kG5ffd+OV+syngOM3xZBow/aYTL41rpWy0rQEhGVJoh7JLPhImOoVce95RABpEM1jhztgQm4Gb6rbIRhI8hglRIjI5G7vFG5SzofnWpawGcrvEkVKpAYwQTd8rRIQYX7qMCo1MdSglrYDGTxWrhuWBFKKvX8TwIytY0BAn8Strk6MATmCt+hvhTndLuIVM5ESmrq8oWoppFR6TNTLJJoI39RzPCMQUhQicImIJ59HFDklbyrM50fXyhy57PHwG46mmHl7dgb3kkp+pcKtHx/j5PB+A3gfiXDcNvAvCNAMwuvbIvLyLsy4vSEoQZMC09X0eqZDbFg5CEqQyuhouz/5qkrHrkx9J4mcV/NgDnCBKQbm1RV9/kOmjxPQKwxgaiJ5UQNA9ZmplDDDFUXh+7FbdcXb4agBVcecA+pwKm0qG6zDElfY4qT+vqOsC6xrDal6+Nqlr1v9KX2DB6dS0CI0s/UktWooxF0w7jc+4BPcOhZAzpAfNhELn0Po3EiP8jgKHAy79xtIn+ooCMGFOiLyci3RUs2aPwNg6FoZDg06amIDGoepNKmlT9X4oI9cMf/UiaypmU4Ze7tbUhspaujQgzKIHBzHV1eajRo1NVZXw2M8QgAAQlVLoINKguUY2xRyOHiWMQmz6B+MnTJ+oxf+Mb39AxMIcMRwEolAQBkQ2uCZXuqD+QE9SHX/taOTo9KS+ePxdJiFliPhMoHb9eRCtgPkuJKwRD6DWjI821xEzhxz/6sSDoH3/0w7K5saYgSRBkXOnevfulPxrLEenWrTvWU+4Pyt7Bkari8XSttLvuDdO/t/uON3fx32JKwMHXEK5Y9eG6JcKceptXZbEEyj+T5SNyo9wTEoFhv69ryhw+S6rbaZdnTz1bDaEOGJ+ED2MOEi61aiQK0i+LizNdd/6NhaBHipjltTWgZCf1cKDRfaGfcz+GY+uGM08uhS/NYQcixvOu6t0CIOXyqvS7GHKYGyICIddBI3hDQ9ASY2Em19AzRG9Y0ZqLV/UJumIpydWC1oxJW7IlDQ11j3MRfP/dATgTYRsywJR2AFbVK8TZ41Gvq4Bf9Rv+ZQPSF+333gTgqvJlh1xKWQd5O1ehFtJI5nIAojW0LFuvqIiiKtIT17DsI7jyPpguZKARqeoV9mZVAbdyHMhBSaMLEZTqIJWSjM4+rVdrgQD1Q+n36uFByjJ60CZlOghXcHh8RmbsUnAIKUyHmUqdKzdBNiYCAO8rJSgci66vtKko0KmvdWk7t1DWEQUsoKusYjhWsVob14HPkyJTVLQJcZndbHIMZujdwUgbuseQcKXxKEgz+MrzVYmTqyXpDQt2RlyEvy+l9wwrWueBlRxBLmar1b+Pz7WiVlHvWU4xYotaSENwKLKBy2X54Q9/WN5//33tIZC2CFhYD1KJQlpi4x+PBuXgAF3g03Kwt18uLqietxUkIJ9h/n4om8SFBDAIDkZNiipPNmAqy/fee9eONaWjz+Dr5OTI40IH+x7tOj1TBTWdTARJcwz/57/51+V3f+93tR6pnvAwhmxFlUww4/qw+cK8psqlMt7d3q76n2hYT2ZTVbSHR/tie3/00Q/Lg7fuq0I/PDwqa7O10h8Oy+7Bfrm1BRGrr6r3zlsPyv7hSRlhzziYiHiknrvmUL25m+muEGyVGtZNKGdxvEC79GTHk5GuEeuQou7s9LQcH+2rKuf+7rzcVjDe394VkgDykTO5HvVCVMTBkERFYziaFUdty7Kr2aO1EAdtD/qzjPSsNM8M1A7EpftKtdwfxrPq1y9WF9a3zvilZNRo2Cr4JIwGwQcwH8LylJCwSIxhNXd6I10jKa4xCywmeCbNFqRZXnhG3NBympi4SuVqdnFvqmRccU3LFpCZzXxJwCPWu4lYDvA8x2lrmopYUu+KOWV9Xgj+vIGjf/H04QsUgD/T4I3nPCpagscSxSMgK8O+zrLr0SEtsEY/15m6N2eFq6h6zYzOIpnsvRmAHRCrSjSNDRqEq1TOquQggxntqjHUnyKzFSMzPTzVl3GmWvVOg20tU5VmACbQRx8zQq2PKc0h4lRFDAumaBp4S6BD4wsO8GKfEphhGocVW1Yx7J+2JXR1SjATihBSfPVwv2eI2eAU/ARxkbXnhuygxmZOlSBlL4QphviwoqwVWr1RTZsx66DrYAwj1fOXNmO/VoUj8YHrEsHHyRSqSQnHuT9Or/Fa40hcqxHVJ9C0RBQiAbsuErhgDpcxIZIRRq4wvr97947gRkZXLMbAtVooYAER37l1uzx79lTHCKOYXZtAIKZtqFlRoQKJUqE+ff5Svr2MzezuIJ4xLOvrG2UwsgMQhhAsSzbrsxMC03F558F9VdvAp7O1ma4zwZQKDlEPjo+xIuwTGXdCrjJJTZwT50NQBqL++NNPyu3bt1XNbW2ti2V8eHBY9nd3y5fef79MRtPy+OlTOSChxjRRz5ee+oYg1gWXrN2TTzIohkd2rF0VPoRO2NS2tLiF1gvGFhkYlUAA4V5JDhPY+PjwoOzuvNTfqIkx1jWbTJSQQFYboel9ZZWqi8VSfW+Rla6KtMHtHGTESWsnkjXl1urjg8Aw301/dqJD5nqbIAnc3LMb0VXqrwddhOcf3Wbmj0XCwg0NGLsrRjbjaGL3U73LTGFa+vgw8zulq6RL5hJ4DyNPuTIhjMqY4Cjxm9hRMkCL5EgQjeRXs78a4bPBQ5Ig3dOFgGiZSY05kdSKlOYet8hZ2rSc+Mv2NJKmZLMlmesXD0Ff7N/4ggTgZkSMG55VqkvUsrhAWpAHheoubPn0YKkM1C/l8H/63VZLJ4JyQtXpBpS9T0GdaWpfjfJEIK6s/dIAISz+YhwoPWjrz7ddmKEgM4VtQmDpOG1cqYNcjeMQQy3N6GrK85V1Rd6c963h4CrB0Ik6GZFXa0DN0tK9RHeXbTKlLpmjDDOGqD7NFE/mZGTpcUusoZtQtec/vdl6Q0rtZ8HJ4Qyj6vO65WpB1mkTBWs2lmQ8s1GKMRta1ARcBb/ryzLsj2IcyMpI58FsF9s5HIaa586mw7lStRDZSFyYaa4cmjpsYF1Bl1SUjOzk1/ExDjxtwdoZrPGXxeWIKhhyDs5MJAY7L5+rX5hmCYYZGac5UkKwvrkhiBN96Q2g3AlV16DwGXII6uGM4yBA5Qx0/eLpMwVk+s8kBvSMv/f978qW8ejwSBs/lTfQtbSxT040EoajEbO+OClB8CJZODo4kJsRlR0iIru725ptJQgCM9PrxlVpPl8vF0IX2mX/6Khs3bpjMQvmZwejcnZxWQbjiWz0OMF08cqkTBrLyWdoICRCVyLBkhY0vV7cxZaL8vzpYyl0vXz+QnrO3J93GIc6P40Y0RJKQY9cbQgkMJcrBd1zxgpjZlcKV+H7qwqZdkA4N/FaErsUd6ES7w+iujSzMHTDrUpF1Zp6507efa0IwvYBV2ZtQiW+wPAOlHyaWIgqVbdHcLa7E9C2VLF6AyWPRoX8IOnfPIWU2xqm9j6AQlaqinVa1o6uWcx18JO7VIMdndaP9j5uzOIT6EMtK5Nk7UFCo77YwfSXOfv/fwLwjTmVX+awf9HfSeZyIxAripqla1/TlZiw2iRVLWaw0lZcLfL85Fz4+jv6m7IdhMkbK9H9n9B0roQuGvZ9LHhm9lJpKswKVBHEDKhcicL0ID1/U3rSDwkPJH0h92rIeiXn5xI4WMh1cMxZXmC0/Ld70OHOpNGFEMaPAJ6vI4OXprPGQAzRyi9Y/dFU/uH7cb2il9e8fnVA9e9UpgrZ+w0YzIb1tXJXZEAmmCjJ6GgzZzPq9cdVZ9ubtPvQmsO8FC9Ux+vrZ+GQJFNR8aBdrJlk1MPUns+qNka/rh/o8YgAACAASURBVK8F36aMIz1Hzhmxe4IGcCuf4wQFQQ733pNQhH/u5vqG3IcIrpptDTSFhID3Pj0+UhDe29kOItfKxJ7lQpUi1+P23TsaUUKW886de9JTTr1f3vf4FJJQKbdv35KyFsc3m87L6QmGE3AEsNu7KO+8+0CBFY9kGLTj4ai8de8tBXLJdSoYdTQbS6Wl0amdHSURJAh3792VB/Hz5081I0vA5jhIw6iMDw+OBY/Tx8Sqj0SFGWeq3tF0aqEIlJ9IGqVCFWIPsY4Ex4YCmtswN92/RJQDjaD1cXpchoNu2dveLoeH+8ZMWlflyaNHUuOaT2CW43zUUsLDe2/dviVyHYgGzxL3nyRA7HCMt6LPyXoYEAj1GBnB0Tw59zeEPpiDzgQ0QpgqZ3rboA38ssaHVGnmiCLvASpjzon5IhhzDPTc9vswmiGk8duQsXryDxZXOta+PkPr1c+aZusVgI2C5eicrrUSZCc1VNCVQl5FoqqLC71XsqHD+CKDcxpHVCgcY1Pac2wqUUHQVRvhF92nv3ivbwRgdfxSdv9zr0SDjP/LX63/TwNwfJiGdLNfy8NkeBIoEOszSS4GJBvx42aFmP2ROOtc+AqWUQGrX6yxm7qPlQFU0E8lZpFEqDoAq9eroGZIV6+tnFeuqt5YEirEfJYEHn0hNjAUobJ6dPBy4erNPrNl9bXT6zceXgVTMbVzdCrHpjzI79fTO10KYk1ms3vZDmq1/oCZxh6tcGAPgL4aYeDbucGm4lezf6RAWImRRCLB5qWxpZhHhF06GGpmks1KveUwhVAQjQTDtsDZ9wZupPdL5R6CIxL7p2oPFi79Od3HcFKKBIv7fLC3K1s+igvN1mpe91JkKDnISNiglI8//libPGMkEfNFeKJ6BLomqNJvljjDaqEqiykXwZQQ2HTE9qnlWFDE0lY8GEiqkkoLFjTGBgj4c30JwJhFcB3lnDQYqi+5v7svuUmIQhzX5uZm2d5+IbLUe++9V4a9vnrV9FaphHkfyFiDEXOlxIfLsrW5qfPld3gdYz6MHfHz5dVSiQtzpvfeul8eP3kqrWfdenkb08fsWWO43SuLy8synmEZCOzbtyewmMZ+Pjxny8tDdAV2cgjYcA/Uq18udSxAygfMQF8ty3wyVi/27ORYAhwkHWgf08dGc5yEguvLZx4cHkqY5M6du5U/rkUsghMRTHcl0ySCV1eC6EE+ILph2CBzEOBkORvxOit3yWZQKh8t6VtbF6BGlQiTl6sL9bGxJlS1Hx688BrUVhlM1WoR/NvuK8FrEq941lOMRP3Z9PZtmJQo+dN7h/VgVue/QADmPuj+JHM6iF8K6G3fU/0s5oaTDc1nv+kH//uFx9bq9NATjuoZABN1s2DxQ5T7X1R1ARZW2sef/zGvwSOqwPuafuznwRfhN9v8nCTb/DyDaFeRQaCKCtXKVPHZMdd6eU0GuiqdSsXKc7n50Hgo30LwTTJUBmB+rkNXhmw/UR7GFM+wfm0Qoj4vAAdxqeo5S6YxhDgkXtHozahSszYtkaDHOIQeAA/fK40K+Nbxz8P3wYHyPY3KPwNrROroZ7uKy1lnV8a1MYSydapKBe0cQzDxiqpam6VUivyuiQbUXsUO2IaYS+VhnALxmbxYdCEhaN+z62JhAjZrNiE2JjYtEhAdspR+OH6PPSWJzWQaS0tqtEbWgYh6cMxoDluPmt+hJ6rrAjJydiarwpQiFLCIc9P+XjkD2gSqRJxBPWjDjnpcrtuSnLxz757NI9re/IGaqUrFto1NNFsB9GoJGE6WrsWM5v0hXpHQIDvIea+tr7sXDgzZH8Solq+HkIcWo1S+D9wrKkXmhane1U+9XJX5fE2BFlnJzc0NVcA7Oy8VXAW1X16WW1sb5dOHn+rYsRdkjpjAMhmNy09+8lG5dxt287Jcta+leMXYGPefHiZVtfOWa8krkkRYraxbeuORgu9kwpy32w/JKKbS1liNyEN+3riiBGX4BdwvnmGuJafK9UJJaj4dlScPH5bNzfXy5CHiIbaCBIre3X6pIIJy2JAkqc9Ij3vKcoK6upSXM9dSKEkITPC5jGult7XUqiQ1eylnK5pK0+m4HJ/AcIeFfKEq19WmK1Agf94/P0+VJQA3xEiSbJU7LgKY52YNXyxJnibWgha3A3tNkmyq2759qLG/RFGNGWBV2XUFbFTJyJL7vK6A3eONMcVKSKPeVbW/xXE3g2dz38u2gBFuoxZMXKgCDlKW54ydKL/5+ndfgdb+k5+KBsTNZkPPXmIKdgvOiLkwNlHfpiD73AjODfZi1QyoHXi0mSrUp79sXTnGvlUdrcg+qfUaNnI3AnCj76FDaMCX+TpXQBYuSNjT9L+GMlWjIm43pB+bATjHE5oLUaByozflHd+btgOww4Xnfw1FmrmYs78Jb3NNPJbj6hJVnqXGKSqlG0WxdukwDA/cHP1fBTCp9fRj5KBmMToA+0qIRxZjRils7yDhqtbwVzj7RmWstnjcA2tZ18HMAVg6VaWD5R3jWgv3ggX9BgKgSl29PK8LV7QBKWNSEOYJYjrHSJI2kth0uX98UVmZnNWXljCuN5ckFRGACUQynuDYowds22KfHwkSVaURD98Tcc3i+lC9UZGyQSERmeci5iufweavmV1ceY5NxoH5en4q6J9NFtIWAg+ecL6WKMJ0Pis/++ST8u67XxKiAazJhk+VxrFRbYpgBvP2YiFLQYwW1G9enBf6xBwklSuVLIFnueLPUsFsbWMzRqKcHCrf1Hp2PxaikUdJOuXOrS3BsNxmkg9MHgikjNb0Br2ywNs4XIkUtPmMcM1hfInjhXy1u72j67S+Npc3Ma9FRtOruaW+8OHBUfTmzQSu/Grpk4e5u5L8lh1+TLrK/qmDre9dwK0xgmT94o6SD5P6ruRoJO4GQUg+yktxOJ4/fVpmM4hwl2Vxdl6Ojg5EwuqUTsFrF+IXCRdJTibXzNdyPFL+umrJ8IBkyYHfVT6HSiXMyA/v5wzTc8ckOCRVsruMtQs6wmgQ9473B7FpdwaldW3yFCnbanVWToD+V5C53MclwWa+mCSRkSRVwLJCZCSJ6tfkL84hvxzkawelzwvALrYafAwDn1XA5L81gmc4unZPMrtFSYa+34Vv5gIAWKhlVE596AoFzCDxpkH8unDcOnr4twqL0mQNeILFXw1lk0XBtlMvxBeWC2+5NbP93OsKB2zXYC5H4sGSkwn2fNHNJAhrY2fTjorUwblaTnrAsp8XoSQ+LfubzcBrxl5mcfp4sVfpd6gGcUBzjhczqTeVnSotZ8lH1r3H7HWyMVbBIfpSWZeZPWwWtMY4GhWwgmsVgN0DqohQwe8ioK1WiMZDALOVYUW+lgBNp3T6HoNQv/faZA9Ms3lgZUOY1nzJJo174EQhtY0Z5g8MI/rTSRyzaUEE4xTZqPx//X0qDs7P2yWpGAHrTMICElNQJh6jDSm+EebqCuoVbgJUx+C/RydS6aqJMLDpqV9Ltd1qlfFkouQQhx3gL8QJVH2iIRwsTdUUoePcDMAgExpFgv3MOkw1H/3tdYbalIzJr6618bKyFcDl+LMoi3OSjKWCFsxamTVA3lLAQo2If8foyrWtFXEHgjgD9Mx7EJBYKoyw2Nzd8CrEJZYnQV7njYADfUYqR8112hBgOlszEzfkMm1dZ5awyDste996BAzGrhMnSWwi0dgJqD7QHqBcEok7d27LtMDIhPvXnCefz7UnKWGcKaVPqShtTGDkh0oXmLzfG4gYdrHgCG2HJ8u8SOxhzzool9LRPHVNGrIqGkHGVdr5GeNASQzymtXaoz/d64lxPRz0y+72izLotkQQ4xk6OToUAgPMu76xrnGk+WxSDg/2NI5D/1zM97YTBkbEgOCZD8aGkvOlnUDFLIJYjLMhPcozzrPN8wfRkOt7zvpfLUQAA64HqkdRTaprvJ7AqfG1GLNiLEmORcD2qxiP6palHngn6gRaWgjuC4+UNAjmTW/vaztwkdBlgSAvZaEgP78CzgBcFS2x75rd7J2Wf+fPfdyJ/mWFH6YntA6Sba0gHAE4pHBvwtBvKuLXBuDDT/+mxoPZvEJxyQEn6fTuLSpjF+YP45YALDuCOrBqgXw200k4N2HZqIk8bqLqKGDcOEJXZ/RKrNdrFnIGUG0THuKPcZsmRCx2sFlFkcnVyUCKThhiNMRLNdOsZvXv7Ok2Ku3cCPO1/jt6pgFZZmCVTnRjdtdJSlTFqhJtmZY9Vx5cqTBJACCyeW2oobcKG3LgACx3kjh35gJzNo+Axr0xSenmPbhRrVfJRRgrhL6uZe6yX55CIlHZX+PZS/A19OfK1P1KghRHaXcVX3O5wSgjt7x1XdWa5Ma6khQgSVPo7TYXp6tv3++EBaX2FFURqwUGLUIFtoGjanJylSNctZKYgyIVktoBSXQzQ05kIq4nsC2+txw9FWS2E46PD0XWIaAN+12PnYS4Qupe02+EYct9VQ+Ta6kZSgzUrf385S+/ryBvC7tuOTo6VkJxeHSs4AaxyQxrIFY+HzTE18o+xl733F8MJBjtGU1QTKKySvg0lMakHR02jAqgzImysfuZFXkvElGqZqo2kbRCPIXPJWHgWYIJDewP3ElSwTUCUrb9oUl4bP6MxvCZgz5QeaiOhi65Wc3RKyTxiBE0VVaCbev2jpIUJXK+Rqw7qlJeS8JAQGC8iwvCDPXL50/LcnEqshRVPMfLOqVSZZyKgL66AHk4VaU5m8/L8upKvs6wu/liZIn7xH3GbYqfIUIib+bBUAEWshlFA0Ipm5tbpdfpldUV9xzo3YI03G96zjwjIBxKGvR8mUtBlSz/ayQuGesajgRjIxIjmc2QxOx20JzuyeUI1IDkW5rZWfjE2JyCpvriGXh9PS1D6TEuPkfJLklTw64ztiMH3Hj49Ghr9MhTDfA7moQsP8e2vlR7IN2gqrl92mModdF3vkn2eqMb/brwW0rr4JPvNQJwMxCmew0VJ5QQb4g1c9UPc6WwIuowYxwEaztwVLt1bHbXVSCNmjZJQE3hilePMzdjjL+Ba9NyLjI+QSaVrFoGvhD6jz5ExFMdnjaHypc3mNBV4d1wwWkE38wIM5HIAJ5VYyWiYby3ziIbC9sBOOYL9cB6gxTkd+7ZQC/vFP9IxxE7BxFk6HcShMmExdql+gv3o+y95M1sBuHPBGCxnCPIBQSdAdgJkYOTNxYrSDHC44qUgOvg6vGGRDw4JXvaqtcYQh6eusqT9z8JQOr98d6CiR24fJ8ahBWxMBG8AMILoo6C70DkJ9SWlJREAE64PYOvqxcHXQJFBnZgaM9vuoJDFQk47+T0WMGYkR6EHVgnwL+uItl0bNxAIOBa4JAjW0BdM1eLVECADJZXdJVElYXd4nQyVTADtj3YP1S/FDKVggrthxBNEQSsbokTPImIXEJ4ulK1TLCwnQ/KSR31X4HC+Z3qnGPt8Z7qb8e4mJKUkOkUCQxCmEabcFcSY03nyucaeu3q/+JPUNFyr3oxF6pWhpc8Iz0EKY/K0AJx4KdK91rkeI12kAhXLa5ApZo9Q/7NCBWJCJU1imCbeA6fXyhhon99a2NLyWq7XJa//f535TrFcRKUqfb5nY21NQVhqmJIY/t7u7qWA9jrBHT6zXg5n5yVW7e2VFkTzNB0fvLkqapg+QSXK7lNMQVAIqJkV+NCpdCb7/UNzTLCxZqRsQemCRD1Ts28djumrXEv2goESOullzIcIrnqcSz+Rgva4jq0nAw/04DG5zeJeVTAAh3Dg9vPT/R9FUS9V7q95CJExxBewIxpqViJn1fNuVSoU2MytNfDBCKLMlW9Ufnq6ZZylvclu5aZ3S6WdlUQJCL6+kD0Rf1u6+Dj7ySSqidJVW4wW3Vx5arhvkFCQgokwaprkyVFxeUFpF2tvp5RMhn5rMJD7H0Jj0ZftvqtmGWDGVk52RCwQgBcAclwR5OIpQWioOsF0jyuhJL5Owk6Doh1/tGc731dX7mq5Ct41bBzVsJZHWbIqSvfKsJHv9dQqD7/0kQZZkh9pV2tpdScrNEIVuHhyaygCBpkwwm/8tAUkx/qXKI+r1fPUxVhBGCfs4UqzBY2ecY97SC94GXaFCQJ3Weuryojqg6qvxhfUOVGFsymgOp+rCMbfbuXpnUVzOW8B03UgN+RKIeCxEpBMgVGnBD1SpfNTzC8xRRYpDmykhC0z8sQrGeDbVYvxyXZKVoeU2NL5ars7e0q0KxN5+XsjOq4I3ISI0SQZYBYsxICguaL2VHEIDgu2eGtFgrwELrms5n6r+gSA0U/fvxY/Vt615gRQHriWlANHRwwl1s0OuTRFewSF+X45EgBdzqZl/n6hpMf+cEOtIGTIHOecgEKJriCbCQ/MRruylesXhPtmsH69OxYgUGiC5FTpQiKHl1nVma3V0ozKURjIpXuX2qWa1157aphoYop59Zrbgg/a/Is+HyqYIhOaFDzpR772ak0pvGSBpW4tXWntMuinB0d6nlhpAqvY87xYHdPv/vi6RMZQaCAxXw2Tkgvt19oVprKjmu/sb4phIL35T5trFuPG/9kKmTmtU3Ow7aSYEmiUtRbZu6affH8wnKf7hNjltGXOhmoQF5ngrGqxutrJUus24WEP8yN4Lmg2qalwrwuAaw74N+WnmT2tt/rq//MV5IURQAkUKuvbuTJyZIDsMwY2B2CF2I/Yf4fIjfRqhMikuI7fmJv7KNGKyIGpDdwfM9aBCAQ7tNDzLKaHYJA5ni4J/wmCL+aaLQOfvqvr1Onlx+m8o6ChzYn9/RUaUWBJwgpIGrfqwCVm8SkEK/wj83E9VcDEtbe3CAmxQJQUMgbFo0JermwQNOKT27bgmL9xnXPOvpGN46prqpuQshRcSVmVh9hxf6+WUnWBgrKdLNnIji57h3fDLyhqKVTbfRZAz8QyWPpClN2dy1n0L5uMZeqeXo2Jpivw4DsOqUt2NBsREPkNwfzmze7TjRy1Ch0kwVXhgVhkLGUAAT8a5GF8NKlihR6YJ9TSTvGGBYbgJKcCo72puyebKICFnWXu5/GQmy2LotB9RVNbEnYOaFrqmT6ixrSzI2B6wFRRb3EqOpELq2vcSYWruhdDbNeJB8pzerwnaUSp7pBsD9mgUkcgKJJdDhfkXg6nfKzn/2sQNijf0glyvck+n+10kYIyQoClQNJVwQnxEAwN0iVLEaJsCAUS1af4WqEWc/JeKqEw3OutIQgDo2V0l6srhQ8hpLebIuQBtKgWXAqoiD/VPwLKuKocMx1okXggJeznbWpPUYFK9ksco/t3ZzrMIheiVi5rqnuVfY68/e8UxumdHANgQqx9G35mEIP7C3y6GXsJmByfnZ0xPjQugk910V2j2KxI914ultm8/Xy5PHj0m+15MXMGsI4QsQymXkspc5FYGUhjifD8uTJY1XErDsSJXr9jIdBMFOggi8SwniojnF9CcLcR/fE3VOHF8C9NjEOQw3aEiTSICNAzX1B+t6Tascyjl+/l3PNgeYp8AZSQEtBRiOQumA/t4KoFr3pJAna9MRIBZ8jJbiw92z2gRPRyjnmrFwNI+eYYkDKwRdxAlZXr1nIJBLY6oZMZRZA0RLz3ixWlolZPbrdvWo88k0AfjX8AkH/5C+uqYgS/kqYEeEkP4B+APgSbESWxeOXzjahA6r40jBsb36UbqCe16jQQv1Jn6X3dj81/1X3JAxx670VnNvKQGvm5M0Nwg96Fen9ewH1vgrD5vFl8iFmbxKG4oi8Duv3qz1xLaCep6XPrIhLnketIFig86h004DBM742M7DOMJsf859257F+cx20qH5NOBoa/oqB/DYjFWHZp75wbHSZ9Hx+AI7ZXAnBR78w5o5JABIeF1pAP03yiX6d9nEMxVXV5D1LqNdBt+r5aQPOOchwPxI8ZthSJCZE6eV9epMxnz333ExSbjMVrwg6yFAymqHxI831hgBGkMkqKc8Y81KFGs44nLeCrjbTjpnO/FHvtO05V/kot8vp2Uk5OT0ywUk4b0uwLX+kw3x9JZcjqhrfx1qxaTwcqIpC5GIyGpWT0zOt+T6uT52O+riCuNlAkbu8QNx/VEY44lCZQxqC6R0kKDnx9FN6M8ZBEk6MtZ5jaAoWAZ8LGgyI5po510aC6sDgQMEGqv5viDDoqQ1FLrd/gm9YtY+scXoDHeNbjffPtRnQh5AG8xhQgIKVfW5VMPygA/5OUtp8ba7XMjK1t7Nb1jfmZXW2XY5P+J2Tcnt9Qx7M9IlJTsfjUTkWoc4Ix8HxkcwmsI0kUNOH5zO4zhpPog+PIcbZcZnN6KmDuln3mxMbDNx/FqoTFXzuKQRSGOsE/NFgJKSEz6QNwT3nM1nblmd1xcn/k/9AO0JzJTG6I0lJginPOQEYqBpf6tjX9MwslnJmMh3He3O2t0TSqjclPxeysOQeugcsPYLY15LhnEIiKhACBUu7QY8yxT7rxVBoJYJm6TwERdfmECLZcUzRNuu0+obQA5msO86fDUZfxO+09n7wv18brnIACsZAuWyIbPsGut/jnqNFH9Tob0o0fg4JS9t9szpWg9+3wgWuoej80rsmqSZF/DGeZuYzFmu+NrMywSCvq8T12WlsHxBa405nP1cPmHeS+pyCUZivUSdcjUaLtevHAb3l2E7C8DnlB9SbFZiwq2QWKzA1bAchnEk1IgUgkjPcDmcUGwGIhKXjhBlNL9DEuMy2q8TixvVuXv9abMPzwHUAVl9L0oJODKShjH4tPc+A3Q0zCliykAlBLJSxOIaaRBNzsehHkr2rYki0pLZX9CZiJm1+JSSZ99bSmvSDzb7PUQ1gW9Yi15qKhs3sZgVsHWiZT8QasKPOyhWwqnivfVbjKpiowPz0gDki9J2BmIEZVTUNR4LzVPmenJS9vT1JPdJCAGbUhhvyplwq2MVSBLxcKdAoke2hEDVSVcUXwcPjWw4a6vGiWnVOFVzKcDIRE5aqjvcgOFApD6mMrzzDr5ZEKpBpszVZD/MKkf6CYAUjOlstnlGv1wb3gmQLqNOkSwfSvDfVdAQhNO5X817lv7Pdk+/tBCMqobjJvrdUbj2RwPhDv11jNjwH7VZ5ub0tVS+e+4uzRVldnOveLc/3y0c/+Ul57913y+HuntYrQfC61dV78N7Z4z+lJy/xllpLejad6f6CVqzNbdSwv79TTk+PynQ60j32+Ju9jUnKZrOpkjcSLII0yRfvy72CVAVELWSBoD4YiFzFXgl8zl6hClncAYCcTsFe022Q4tlw9WbdVkrolgDdZq/NHjIcGBUtIY2rHquDohGNJKZ6wlivld0ltEgXJyJVMdAsRNHjXpXiek6kBAlOCFxjRDBbEeby+FnPxNn3M8aU2KdCClM67aynIIm+CcA304zW0+/8bwp1VvGxoTSzk+o7NjB7F4J+aMR8Trsrs3EiaNXkjBvVV8VprfsK6hmx8TZg3Cp4+N0quJENhnk6PcSNpn5VHQWpwySez1biVe/2FbKXxkbkfNIYDNVnW51GlWscVL6HSQ11wlDVx6ncpG9EBRRnUAdg9+qENqj/aaMDvjSC5AHW8KkNAQ16kMOh+7v0hkKir3JACtcSPQBpwnDzHlfEJn87IeEQCLgRgCPoy8SA0TFLOnK69Hc8cuKet6BoQmH2kCvylDe7lLNMpSwnLiaHSLAg7M6chIRZQ46ONbJ6Cw+U2LB6guElQ8kYEtflum0pQW1y2QPOCtQuSGZBE3AxFUgJUs8wp8l7ZQrBXPBipcCbBCMqdUHQVFUrTNCX2uANEbbUn+S5kUk69oGjoTdrBCOurjz7GwYMqrAjqeS4NlCZCkceQZEYNiyXpT/AZxZ7OwejC42AYVw/VH+THrBHQMwAJ2iy6dkQA7Uoj16JWBSVuzdLSHWNJKzBOOfeyKEqdMjr59HXlWtl8lS9wHSOUQELIYl5XbNzO5UgSM595zPrhNwVIcpbgmYvr3QNqURf7uxqPOjBg/tljGjHVbs8+vgnZW1tWk6Pd8rDTz4uv/mtb5ef/OhHpddpS+OZAKzZ7NFYsDbBnMBIojGZjJUwwU5mxpfz4L6QIK3PYXZfyE3p+PigTMdjSWciAcr1B9ngOiu5FCfLCb0JWp4IgMxGBSzf4KMjXX9IY0oyUM/qdZVosZa8Nrg3JlYKyZHmcnrvemRJSmEiWhq5UZuLYCoIOCZTqr57MMrTOCFukXS29di7sSVV+tQ8UDJgnoWf8TRwMFqlnnUkYXnH1aKM/2gCQftO2B1W+0/M9ku/gHVpomQ1JlXt769sVF/A/7ae/Js/UruVDVZVgeZvDVFln8bEJSrkUGdBhkyzp6EDmr2ihJijP1Rdz+jtkoc5YWtk1RmAG5whQyoJSToLQ3w8A7BCZEAj9VC45RcdSxsksAazttZnJO6FCEUEpJvAdc2mvhm0slq4+f6eejLclyNQVd+zUtXKatNSjQ5kZiMbGmX8KE/gJkSXUm9sMMlilBRlzP5WWq3/XgHYY1+lFdW8AnDIdKoCtlcxQc23xBC6nWFCY7mCOgGiAmHQg262rM49nJvYoMn+qbyyKsveoO9jQPYRCIxi2CdVm7nYz/RCgQOxezMpBWiQB5pKBUiToKJ9JsX6I9GRDWRqa0ssJD2bg2Es5rY3OCpcXHsIiGICw5BmE4RpHCpaElpRAuCRJDZbPp/NlA2WqlaykhGA6ReaL4AF3VLXRTAkM81nZwoIBNrtnW1VZW+//Y7Y0fv7B+Xx02eq6Og3z+ZrSr6omnhGSRJG04kqC8HXkXgSJJNMlS42iQxlhZrPT/N6NSuZple1XxtcBN0TeXBW19qJmOFQ9WF7qFAd2b5QcCTJGvOwbNb1xpz3gfdG2hIWuJjPlytZCh4cHJad7V0xrtfWb5fz00W5ON4voJk7Lx6V0+PD8vXf+u3y9MnjMqIKXV6WEXrU6nFby5oviHTq+zNCtTYvh+hi15OWxAAAIABJREFUQzYLSJRWEuNOW5vr5fwMLe0rCXmA7tH73ZhvaPacZ5B7Sg+ZPWcw7Lvfv6AHbKGYrIDhR/AFiVA2guhQnzIvzCx2+uw2ZmtjooHnQzwISVDaJ7k/TI/hlYpHJ1MxxhfGC1IOU2Cse7mJbghd0iSD22apoaT3UbIVxVPlz12P/tXtvNdLS3KNjbw5AIuXk9yBQOas4mWfY6F3VYLgYuyL/tV68hf/TMwDbbLK7JLZS3M/6OaCCYH33Jz3xog/ZdezYCwACEBJokoSRrApdZEbrGRuGBujNHijsq5vRFbeDoLXqKv0LEGYfaZkXCbsoeqdPk30oT/T761L4+i5utJUEP6cNdBcfHXVmMG9kS1kplnBeTne08woLN0ohiKiG2GV5w3QmxlkDtEeqsH4JJPZ/5MMsqALK+lDJ0IEJaClwAq9UTYQibymCY/n/x2ADYG3FKjqYGxRkZCe1H0DwkVsqDazVzAJvVzDx7WOtlmynkO0hyp2afRaEbLwSAw9SCoBJe/Rw74BWwrhwtkHKNYsX+BmVVGaN6aqswKY+u1yPUq1LpOwlFRkMqkxJMtlemTM91/r/XIpfWX6nmzMVC4EYnqP9OQ8L4ra1ZmP/fpas6B88ZmsDfShqapybAiXIIKgqhYqHa4BRLOugzSevxCM+P8nn36iPjKBHGckbAAPj47Ki5fb5f6DB/LdxXQBxuzZOf2/XhmGSAMayyQh0/V1BR2SAiUSkoC0N23ee802S1mLc0DG0WNT+Rp6p7C2uf9UWATR+XSmwGj5zp42cRjvXEfGabhm9KhJkuifj/A9xuR+PC67MJHHY8PyPLuaVTWPJBMDggTXBmESHkOOid8djgblyZMn0ZPuyB93eb4q+y+fKlivTUfl/OSgrN+5Jz1lSG+gdxmASeC4/lS/rCHdU/kB816dso+r09qaUAOx1i8vZVl4594dvT9V7Ec//HHZWJuLbDiejt3uUbV7KYU0ArpG0WKELZvjdghzUkLg5eFMJyzD4iZ6OcG9LoP+WAQsYHY5HalSpJKmleE2Tk0wvblZadJAz0TO/BrJcy/fQknSZW8kpuZFJN8lxkhfGSv6bFBskmiNMnIemQwY+jZiWQVknk0xro1KWBxmWOCt+OtNANZVePaX/+yahc9CTAlISeplJRPVJs4zZtKZRONN1iQgHi5XY1EzxTiTIbwIEA1ZwoQ2HPU/G8zyBhPRu8Np6fQHgqAdFBPGdr8jiUfaSEIB60YAzuDL2VZ915gN1bvFnNwr2VjN5TJwk8d0M7j72Gt4uvaG9S/kz4lpYQofRgs3JTENj+rMMjBEXzKdYoAV+8OJKzKRHxgziPGOXNINIY48zs+Sz4L9DNkqJTQjAFuVrBGAdQ4OVpA5qvGtEO9Iw4RkSaovHBuAxo1EXrFi1GV46QLFIY/kvryrX4tWBKKSIg0hOwi8OprQG0TFyYpfBOCsFHxbL4OhGu8ZsHP2d0V4ywAZhCwH4EupCQElytPYGabWGV6yjBzxf2+2LVWoBGn3aD0KwrOCCxHnyhiL5oaBnc/PKx1pgpWU3aKXyFa1s7Ot10hjONjfi/NTwa4Ekw+//jUFf6p+WhDM+p6enssP2JAhxDyPxEDQW15yne0xS89YOsyQfK6A73m+zQCXytW5R3yYUSUhYN3x7xSP2N/fK5vr62Vne1sMYZ7rnb0diTNwfoNeT1Uj12L/4LDcun1bCQTzzvQ8OV+SOrHMA7IEFj46PtJ9I9joeb10kg80zDWVIAjuS4OeA3ApgqPPF5ciOe08eyKy1N2tjbK3/aJctbu6RyRHBFMMFrg0oCPcSfyNORbOOVnlvD/XlaSQc5NiFQTMTrts7+yUW7c3pZ51/6275fGnn6p3v1iel16fz5oosKGKxr6DWAf3kOPWnhZjdZxLVRHzDDA7rxG1S0lOsm6QlkVnXIWMFMooIFnb3tckCZyCNbEZic+QhCiemVANIxFVERLVpacLQlkrSJ5pCmHiq9X6eD3qYMmotsRutiduTpM0g3LuKYLMRXAIyDpQLzHo6U+rCqY6d8HQ649sMtGYZvhssP9ifaf16b/8H2IXzLGUHOOIJr4YuispMdlZI9mSwAoE4BDj1riAAxWbjQ2126WdfrehsKL9VpCW+w6MF2U+5GhmYhNkC2hRg+lGaRFwBCk54BCYUYHSMHoDIvOoUsPRRwHNN1SfpwB8WS5j9Mn5pI+jptq/TjIt+6bxG5XSVWopR/WVBgWvwOASnKgEL8LKL0aX/HyY7GSjeKAmfw49JZsstEufCrBHVeOekvq9KRGnXk06E9VVTY6R3VzSYTsYCEAdnMIJRpUxYiB5HaOfGhWmKtUGxJ/tiexf63ImDEy/UUHKDQXzDCKLD2EA9STpP0UAdsCPh1fBmAfWECjCE13MJ0TGckJGgL4qkUBGUHWPLkwlGNUJjWpbPJqAVa6tXU3gksJX8geiDSObQGQFK+vFThkNJ9JJ1sylqiHDj8gRymmn248+qcdCYFJT3RDAOW0CzgLHIoVzi3rkGJdg66tl2dl9Wd5+8LYgS6qptY0Nbc6TmeeSuX64De0j5CFmNBt4V/67bHZUa8PJVOYAJoS1ytMnaCPPBJcKKodI1ukI8sVM4JEMDIYSu4CN/PLZyzJbm8mEASLY2QJjCC9LmNzPnz2X1R/SjYzCkbhQZRLACbqHewdlPp+ZUDbyfeIYqXQZ7+Hfz569KA/u37fpRKwJ+rZ8ba6vlZc7eA2XAoucWWjWzvnRga4fLkj7+7saE9rY2CwnR8dijStRI0AilsF5TnF3slyjBFGA/vv9cnhwYOSFcbL1df19RhXd6ehnt7c2xWqfTSdlcX4mctbR8b6SX6E6mFKMpzqunH0HKQCBgFHN+SQqN53O9X1rkXOPV2XBPLpQR9OfsHJUrzdm54UQQK6LEaOE7m0TacEaGVkEk1ymIjE5YbKZf6YeNb1fBcZa390kyhybzKFHJ99XIayTPXop2TWIWM29xFW2SyK1bIJgVsHQkqS0TSK97v5wLAnSV6dYvlgh9+bZtj7+5/+9ixDNhnihCpqMJn9m7rqxUjvxbBuZLP93BexmfFVtCSMGlmahOEtSgMiRGTmg1JVvbuLJp2eDBHwB9ulN1kqr2w/XHDt7mIgAVR9bsLrvkWxrmYTHl6rwmNE1HGd3oWqoOV7XnL31t5pwT2OWV/Ox2SOuA3DVcwlZzRvnV1nrUXV542+KfpigcxE+uwgq2BzDdm0kH4EwoDAT/UeRb5INU+k717BOjpU1x6h8XoZm3eu105HETtIxiiQmpBudDQdcFQYN1jtOVamQ2pOyVvSJXpFBzLESf45t/5RUBOM8g3luEuoJW/XFD+q1h/k1+CDv34F7oWLqpuGCYcSK7V4R3TzqlSQ7rj1BzmpFNnnI87fOsKti2gHnZyf6PYIqs7gU0EDA+PACWzOWxDEugEClEmbnKaQaCSpr8zUFvOOTUwXxVNSSmQOkqjMravEa3Ig4DqBPqmg2WQkaMPu7CJ1tVXZDEYzoM49HsHevJP14TPUqn91uOTw+KFu3bpWTk4Oyv7Nb1mbT8s7b75Sf/uyn1WwvGz4b5t7+niHVbk99Zj7zox//pNx/+23NV3Pu29s7Zb6xVkajftnb37fQBKIh+0cikLX7AwUvEo75bK0cHR4JxaHSJFgdnhwqsAPzq88LWeqqqGKmgub7QNQ8U5KabLfLbDJWNcoeNJuAvF2ZKS1mugVHcKriGeOaSHZyMhMi4PlcMrq2RryognmWSTyO9g09k9EA8/M6FK7EQg5lKryZqag31udCQSbIRc4m5cXLp1oPBNjRwK5EfJHYcBxCEBUYXY06OfQcvCU7kaqkaGkXBgNU9YDoxNy8pCJF9oqKWeIwHomz+IdZ09bkz8kHK45lVZxtnEQK3WLwXmZVK/Mk9D21YdgLcoSSdtw1h6Q9JiC/kHitzRq0zmPvThJaBuCEovX22oosmEQs6A0omFD16gUMHTP9X/A2cOsHf/z7Klt1c2NDtyqQr0xi+iY2eWYtHZMMmYQrSDT7swdRD3KzmaSKivvE3JgbwHP27GI8Sao+bWYlR6U7WS/XkExU4RnWFEMQH9iUP2vAP2b4NQJwVJpa76EA9ZkA3KiAM/AmGSiDlhedm9qvC8AV5NsU5MgkI0Z6vHgjeGXfVM+CnVz8QKRPrZVkuOZcbwvvm3BjAoV7wJ7Li159jG41g3/z4VR/lhGCCMDWonZvtJrXTRg/BTfCTk2vJUhZ79C9rGhPpKykwjvrIKpGJVayXSP58pWkXwh6oQ1BZJ6AsCp2po9FUnZK3kz4I7iwQelahAWj6Ffq87rHp8/XcVLlhgoRmxjJheZ/qRQWVgqKsRAJLEhz3EpZVOwyXWB8RdXJrDx7sV1m880ym9vndthrW52qFKkmYVt3985dVa0wQ9kwsR7UeXeoEE3eMRmGfvhCFdagb/cdYNLnz56KqEUV6YrZIydsuCBQVNMEN96fIHD3zj1VwPTGCWLAuLCFO92WVKHOz0/Ky+fPyle//GVVrAQaXsNzjh2hPI9b7XLv3lsepQni0O7egQhfo/FM1SMGEEenx0pKJNJBz7dFH/VQ/r+FvrPkPHFVWuhYgaL5G+IkgQ/5yPn6mnrnhqhdHaMuJpWnq6KeOzO6BG4q3G3ZCHZVhbL2YJpz3sg2yjlMvdYrB6fLawXorVt3FADV/71cltPzM+k2s2eQFGnmvNfTdUcalIDP5xOAEUUhGWJNE0yxX9xYX9M64HPokR8c7Lt/u1qoUuZ7unZKLEYKMny++BIx3gYyIKOE0FWmlQanhQqdSpV+sp5XIPlISrWOIfFpDRclKFJbG9ggwkRZ/066RvGcZ6/YQdaKc4KeQ6Am5WZl8qGtw3rP2Zq7pCrQuJr3nrQw9PvVkbIKwEr8vZNXdofa5EIBTS1go3XyyxZvo1v647FHWZ0bfM7XFyMyt37wR//4GgUXMemyilFvzjBgZnOuiA0p0HuQEXTbFHYpMKXvJbCJiFpma3qg38zV/AJOvjm4H5U3G6cVTa3uMpyU7ni9dIZ4tYaxvJr/eGSOS6s7tN9qBGA7HuVNjXGZUGpSVSVnomTLOkhn5evgaAJDGkvXRIGmjaA/4rUVfGMpGeZs9ohD+zlgUnRsJZMYFbqIT8xsyloN3MejCJ4N7GksRRm0ej0mN4nkUI0j1NfXxgQ1U7w6N/tehRymZ2BFsLoB20cCU0HmDUg/e7+6x0BdroDZoGRM0Kz0k4iifhBrAEisZvGSlLFREYNt51GPdwllqVxY6v5YuwcJbSSGqPeNMO24hChUB+AMuBaYMQuZ+2HrwQv//wrfX1v3ETivZa4OXLlS1WyG8lTjTpu3tso5o0l4BV9dSrqQjQvtaKq4zVu31J+l4qMniJPPfG3Ns/XITNIbPb+I0ZQzBTuC2cbGus6dnivkqJXkK880c+r9ta2+IYETRu50OC4//MEPdN+//uHX9X2OkwAnohhV5sWinBzsF4hgX3r/vXKJ8H8oevEeVLoQYYD91ze3FDiA4VlbzN1C+iIwURXjHISNIgkr0C2fRXBjmoE5VjF0xZiHiDaT6hcBlspYc72jkbSyqVCBetHAlhmFyHldXXcFQFkujsrh4ZH6oiQVJ0dHSlakm4wBxfmpKlLgXMZYCcgmQQ39HGsUxupRUrG6vizny4X6tNg9chIi661WqloP9h2Ax5KgPBFCob7t5UojQ2hJsxdgwMGxwrJmbeDABFErk1iqZZ4j3pMED8QiBSo4Lqp+gr5ERygYgrEs0VmSGVW6ruT5vdOLs/CXdhWagU/MeQVgI0isM83Fo0AXBgnSJAgCbM0xyS2iVSE+sYFVsrNuv1TsT/ehqwCcbbdGyaRxKKshGmFrqJ015HBB6RSc1ed2An3FWCXPcCQTnxd+vygkrdYP/9d/dE0VkJi/Lqx2b3cJCAI8uA6gvjE20rb2sHqF3HQCZEMj1k+FBQJsVWeXGdh/OSuo4idIArLmWp3rAaDH0oWMMd4ondEc/zH3DvUZtujqDaeldFGSCZvArMA/E4Cj11z1ZUOZKqrkz2Z2hnENyQekK6iTDT761U24/QYJq16kduWpx5UU+JTYUAVZzlHVpyo09yaRo6zg6Zi1licoJDTgV8GuJr2lqo2TojRuCCJIQOSZUGVP1gxrV8Cy6OMYI5Dlg2DY2VWjA7f72+6h1xaOl6hYVYzigNQi806WKz8nqAj6Cv1nJz3Aq4aAJf4hmT2zZPnDeRIQFGCvOmUhA4C+JBl7yPS1cUYKnWqR2wwrJ7MZ5rGOTTNplxr/cbVPVWGjA1XCmt9caoPmeiCmUfWyU/dXVpHLsru/JzhTZvDtThkNJmXz9pYOmADGmnz0+FH5yle+Ws7PF+XkBFIT4g1YCra0oYNcHB0eqrfKGAsVHdfHqk12zcHWTv1EjB4gfQXPgcC0/eKFKjIqM6QsMXc4xGhgNNRrIXaR9/XCjpVqen0+Lzs7uzqWkbSGe2V5dV1G81mZTGcmyHR75eDwKOZYrWP87Nnzcuv2HUHiVHEQ6d555x0pMX3y8aciXrV7ndIZ9NXbXVtbtx3fhd2LqCapNDlHAtTm1pbUwHgd1SdJvNGRUtbW1zV69fLlC/VW5TN7uYwkyNKR7FHnpydK9tB83t3Z0VgRn8N6o1omSAoSRp97PCzHZ05MxNCNcTtez/eozPd295REEDRJIDKQs9MxN/zjj36svjHtBLO5e3JIGkIIhXyHDrWY/cNK4lSz2FLJMyrF9ZaBQ7CS022OZ5rvsU5Z76ADGCScnJ3qXKjK6S/z3GikqypiqIAt5gFMqGSbET+CcejzV8Wq5yMVi02ipHK2HjrfTz5NjnLm7sXrmtX0qwVHJvdCwaSX4Pnkuqiy6AkJryc4TMICDYJASRupN5yEtGzsPJ8peOt22ucH6V//n7S+/z//V9cQS/KmGVaMuS7uSENYW7NcCsDhXNNQgqpbur65CqiCOu1vaU1dUf3MoNaNs0Sl548X5YpRlStgoOvSHUzLYLqlClji3o7W1swdjiMAw0Zt9ICrCjjhYs/AVeSwMBRIlne9kJpVbQbgWACVq1MtD/m6CrgKUrEmUjc28wECXwoguA/sERb1KC8v5atb9UOVM8S4V4fqd+D+ZwbguCeZ4NTKCIbHPbAfqmVxPOnjW1XA6V37mWo+EoNMHsKR59UALNJYjF7lxpXXRQpTMefs6tYjWMqWZd4RGTZZdmBQwMh+8LXoLHfawk+WTaxfxtOZiSpUhYLUzMrWTLUgaCcNWe06o3efG0KSrnXDehG/WCozqROpBQLsfFolemz4NiYxE9zwtV2USEY3Nm6Vk7OzcnR8KoLcW2+9rRp+d3e3zGZoExsC5zgYcWFDzzEkAhGJDsfOBg/kTKWH8pJg0fDgRTqRc0qyFv1INsuDo/0yGY1ViRPcOSauHX1V4Gw2fUhQJB/PcPVhw+sPZQyBeAcJA0QtuUANx7p2L17ulHt37+icCQbrEggx+5v3BgJF4pFqjqQPKPW625aiVwZBLPpYo4K62+0yxZAATebDQ0HwVMMkBQSzlE/ksx2AR3HtIIs5aSEhTfIY9+pgb9dKU/2+IPutrc2q98pncp5Ushp76fXlHkXP3IpTbnekcMp8Ntf1UntgOtG1pArXiJcY5RdySPrJjz6SmQPewlThzPaifEWbw25RCHqcG80plyK45QR9ImB8roRjUPKTcYL30WTcy/aR2XMclU597UC9gMXl/wxvANQw5sD5WyIYvXovFp9B8qpoOGTiH9rWsQcKVQxLxKyQLZTjhpIVw0xOc2GS3JdmwzDaXap045lWME/hJEPQ+iwRRUN9K0YIsbLlnGBEk7wF5v0aKPoLEoD/7//pv1QP2B68tTRijvfYNNvzc5rpUiZmmbv8Ep+v0SPITVGbjKjz7llKiEHD2K9oNuN4s0DqD+UYU+RbvUkZzm+X9nhu426Jd1iO0rqvk3JFBvnKZzclDXPTzcCgvmBUvim/ZreWZgD2v31+zbSsUc2Kxe3/q+fYsNDL93KwDck4jSDYbN0zqjkCZLYu/5e3rpiMwSCPhwFrMsZQCD5sKtpEcuwr1GpSRCGP4yYZI7S0Q6hCD2eSrypmeLNvnpVviNnRv4YpzH2MsRt9jgLfTUESEVFCe5iAVV099bckIOlrW1Xs6AKEewuognBXnt8wbVDVYCWwwQiJQWfZQKPqL2fgJThG1asgG6hCJoIkNlx7NjkF03gN5CkH4OtycXpULi5QtOL6oLl7ob/1mZLQtW6x1JUWIEbEIXxaqVbGZbW80ogF1SvM7Up0X0FgpPNmXnV1mbOgFv+AcESgI2A78C5UcXFcClSFOeJu2drcLLu7O+qTTsZ2LSKACHo+Z/Z2IvUu+q8JJxJECAwEazZnTqQXhCOepfl8XdXay5fbZTaZKXiTQADb0idm1AhYm2eKZAAW9tnxiSDF0uuW2ea6WlLAsEDMpyQj/YEr95hXJxPkGDimXKeaQaZijfUync1VRVJJS10M4RNkOq89Z5s+wC+fPlFw4r2fPX2iAMwaA5kgYA8HCKHQt56VTn+o8UVOu0slJtU7qzbRs5X85+WlGNTA/xqZIlAyFtbuCE2YTEZlOpmUR48eirxJTxsi2NpspmNQYhS+y94HAukJNjDviVQoaAb9epa3rBBhBQ8s3OHZayRLjYRofA2YH0tG9rnhWHC/+AQxopftqeR+WIo0RpGCeKUWz2pVSSNpP4p1n05KVS8XBCGNUBroXu7fSrBjf897aN/1ujfc3P/VSlaRYMJuuiWlEIdUxfpYMrrFJpOVtOxqRJWf0yD+9S994wxaf/0//sNr64UqnERm7odF5AGCZ1DfpdASAVgQaO6wIt4kPGkPShildrexQkti+oKj1a8JIlZUAsB/K3pwlysZVw8nG2U0v11ag4nnXZVYdeUBS4+oPxirMq77tT6jnx+AE35x31GHHwFYNXODmd2EpjNTrQN13RdtBmD/uolazS8zbh2AHXCtDqUKKVjFYptrlMX2dymGzkMr7eChSVgKwNyDGE9KkpyTjEwG6nlWkXmqOOmq0MQr92ybUG1cQVeL4efLrmEZPAdgfel+G/ZNqbucg5S4RcgTQgiKdEaVV45HWKwj+tQK8L4v3qR5cFNprSv4neAr0lkac+Q8N1VzJAME4FQ3kxJRyFManr7SBkffPStPOVAtPUbE2lpenJaz82NVjXAiSEjpN3bEc0AkAnGFkLqMzVAQbrdX9vcORTBZ39pQq+Dw8KSszderynZ3b1efSyDgmhD0Ev4m2WTzow/oCoU+MgHFZCKCAIGQivyUeeNWW2IdB0f8u2iT5vepTunfaqa2B6S8L0OA+XSqPil9YljazAivrq9FWOJ+PH70qNy5c6cMGA+5ui4//dnPyle+8hWN2CAROZ3PI8ifuYd9elY2NreYkSuXHU/R96VRDswpkVpDr+H6QwCnKlW1GEIhlqzknN0jB/5lvauSp588m2net5ZR9Eje00eP9GSRDEAwo6InmPB7JExbW1taq3wmJLLxbF4uwrlIrGO0uVd4H4+FfrD+pencaqvvq0RT40qeRcaacjwYlsGwVx49+lREtH7XJC4CNYGVau7w8EDrg32Ldcca5nhIHsSip8BYQSxlPZtMxTUCmj5jDj1maWGIc5/lLsXc/2Co4Kv5476LHrWwVqFLEPPzvEYBNMiRlsb09cZuM/f1pmNb7m8kLhprTMMHjcvlvLFRI22TwTfJKjlR0nyOHYCjRXcdTHCIlA2zCVXtEhrBcMJoQCnBD1I8AVJVit6QIv47E2tfeyKtv/6Df3jNYskKmADAorH7B5UeyjVkKcGAFpZv71NfcGdm6vWF0Xf6AZm45YvpoW0HzKRApyapFwwPhDdOFvZwullGs61SuiNnrlTp3UEZAJ0NMTa3LKFXRx3wauH4XHheFB6tcYWWBgq61TpGAzLNAHzzamWPNeNP6ChXFXAd/PL3ckGrcpTDEeMtzQDs3jQbPpiqBAGusL2zM1BWe9rSOm1l39aBhgTXRCFqNKHu1+YDZBiXzzFRzQo9ENGMBnjkyA9mTU5TlR4BmAcYGN/nYTKTqk0F8KjwK31uM81NiAKeiqxdGa4z4eyvO/BLqycgrxC2wLcUME7M+ZbER7jXenDT7zQrX8H6rn6V1HAuguJsQMBnKLhzTEhCBtNZG33DgpFN9+z0uKyWBCkrlcmSUefNcV1LjYpNBvjw9t075ejQWsNPn78sH37t6+XifFm6o5Gu73JxWcZj+r9UOGfqMcIhoHI6Pj2qyEx2zjHsPeiPFNioHjk+6Qr3u1LNYuOG9TsYdsTKPjk5qww4+nJyWqqapT/MsVONL1f4z5YymzCv6k19PJ6rBYTOsT7r7Ez9cY1BXSHB+KzcvXtXcPH27p6SgdGU4LnSvC2BZnd7p6xW1+W9r365XHXa5ejkVJ/Bhj/A45bgR5UXFVOqP/EME7QIOjwHlpX1c7m+vqlRqmrta71YMIQv7jGB7+jgQBXwZDQUSxr4nt60E5BjCWtgQcj1Xtu8VaismY82ZyVRK+8HaSQAYnGwt1+2NjcqDQOPDLWsYKbRKJjIPY1tnZ2cKkj7WD2Xm6M+rDGgettYRtCKiVsJySiWMYpn2JoE73zF8QPLtsWIhrzG9RPpVElnUZ8aZTMZ0YTWgpjG4oN4/pZrn2N48BzyC1hb2ge0axZWs8vRQOfSRhm0hwcTXucUWXuSG30NQd/8XNpmMcQ6Yk64Kcijkovf0f7s518Iw5AxQoiZ9nNnnFSv432570ksNRX373b05Rr99R/8F9csQvVJQxeZm5kjSWyGVjWy4EYFIwRU4Z5xXSU5u3dmm3AFG5F+X2MlNnzwcDwBkb3OYuZm07UET4zHa2U03yylZ5ajKunuqAzHszIYz/Qa23T5prl2InhXAAAgAElEQVSCTY3a2uTAEoRJvHJQzq6HA3BoTn/urW4uAvc9DCPf7Alro4ied8JFCYEDlUoWUZAU/cooSUkqIimg+pAYhRZg7Z+qRRiktGQnMpojFrSO3T93pevAZ0Wrm7lJdlSsnMxrDCtnAGYExl/NKrohquGhRhOaxHg2XE5gz5EkHYfmDVM1q0HgklwdgvYYGLCROOAC7UnmUH1jB+xLqa21yng6QWVZVQMVZqIUQhH4k9AzQTbgTPkU80fXOuwdrxHAgCnNxkSf2GiEvkeimS2C5aIsL87K8nxhCFgmCmzGtGBsesAXleG7775XxhJQYA52WS4WFnhh7IWkic0MuJiq986d24JGnz17os2LIM45u2c71mwq60l9zMFQ9nqz+UyVOM8G8PJ4PCzPXzzWONHlZUefwzlM8BRe2FOawMNFQhGLQEC/kuu9v7fvedfBuOzs75Wt23eV1AJ3riE3eXFejg4OVcHevXevHBwcCUqn/6qxMdZaaHMTLFYYRLBZIkgSlQsJNgpZJBxA2Tz7EM7G06mIW6xvE5KWgp65z8DViGbcvn1bRDFGmZLAJf1tYNl4T97/DKJSt605XO6BNZ4tz0l1ClQvYwsJu3RVAdMXFk2001GwpgcNCYwkA4SB0S6uA8esgBTPBI9hWgienaMYBku5q88lknIOrA/6w4KwlzYnoXo+k+4zYhueEKGC5SstJq+WK/V6ObcLNKwDxaB9wJqwK5SNZ0ioEs6V9CQoSscGDXqGxO5nbbJ3Vltl8F78TLOXc21ybhcIHhETjpFzMdG2Z77DtZ+HdG6S61vD+U77ZdpfNsaTUlu7qqyDIc3oqH6nsVej3GY0NVXtrCchyDpQU88tZiX8dzcOKwDbrsxi44IuCsRjU+c1Z8ZNF+sZRRtsv2rik/pt0fRnM7cqiwMrGV5+OVDGDCvZlljPHh2RCP7KYgbcLPoeo/G8TKYbzD9U73HdH5XBeKMMx+sOwBmsMgCnCVc47Oj9BPPWI0FJPqgZzZ+XZUWY1qZrll8lFBJuQJ+3LLKSJtgp6F7CsjWJx8HDiYY+OWHdkIG0pGpkmzJXcMbJos3RHM/Hxub3SgBOKNi7yU3VKlWIbAraGOrNxuhcVMBUpI3e7g1YPnpVZlLbVUjBTiNUVvrRKQXDW20IJW0kXfaSzjEv8fG0iUBsujC5L4kfrU5ICKLM0y6T2Zrh3+QpqEp1Zat+LiRCiZkYFtfM78qIw+XywkxlvH4X9BXNBE2XJFW8wNBiRgOxnlYOT2ykye+2AEJYuoWN3sVyYYUfMW37ZXtnt4ync30ecohbt7Y0Twq7l1VERaset+BlbA3bZTwZiU0rRvDVddnZ3REkjM2hpR3PytsP7pdHTx4pwZyvr5fZdEOG9QQF7gUbJkGE6tMcAdvksZZULcPoJnCvDO8ingExio2eZ5QgtLezU95++109/4hsrKkitDHFnTt3FbRIhEAbNjeoWM8EQXNdaBN47yZYtMXkTihYYzLhO806INFOZIDPp90wm89V7aoaQ0+avmgb4pI1hDX/OxhodhqoGAvBh58+1OwwPVnNINNfR/AEGc5LCGnH5d0vva+1hwQmimJoQJNQ0L8l4UgZTn5n++VLXZtsqzDrqxHKjqdAqP55PeslP4v3wT9bo2Cn50pYCPgkoQpubZTgPK/Lfbk4AxofC8YnNELGG09gozthYZ/lenMMICgcuxA9Qfphck+yyN7a2J/dvyamBfmJnynoJUiZGtGuSnNkUDscRYt8tE0KBSXk2ZHzlSpdCygJAc3+sNCs1H+uxx2T+d3cF0WzVAXMfhe+wMQTJdW00kw4IzYoceLY41lzBfx3uwpu/c3/8l9fizyQM5zopsLIo5/xitG2lFsEE0RFHL1N+oq+Oa4MpQoVghR8X4soHD7IoA2jhEcverwaql8abtGoBOo00zKZrZdOD9KCN+JOb1q607UyRPVGFbCDkD5bhNW6Aq5UXz43AHuZ3Oz1NpeObzyblpH0mwuhOZ6TlVmTiBChSAsbmJGFnixooQM8pvL3TKWm7KHzeR6El762JuNBBayhWvt+NkbDWLC6AD7/+rkzWUo85AiYQjly/IvXhnSkFai4J4bp8+tGAL4u3iCu3DcFplKwI7EABjZrqa7kK+axKxJGiAR7S6gI6DRIcZKMRQHoUuc9Gk/d5ogRGSmuhemCq3YHfdoSst+TvvFZWWEUQOBl1jf6YRYzsMcx8CdQMJ8Do5XzZROlMmLTFwqkUbe24Lrzs1ORZ1RZptxnCLFImajbLletq3IuWPWqPLj/nuDzd955X5s91QyCHbPJpLRinIsMvz9ifh3EwnPKvI7rCvmJzyaYJkx4a3OzfPrw43KxOC23tx6U0Xgif1r6kJJn5Dyu8LM9EPua+yst4l5f75siG4zdoJrF8wJzG+YxPs8QwFTtXF2Wt956q3zyyScSOlEFvrqUmT3kK7UDYPFC7lECiaEKUpNjrU/Z6+kZR+KSmWQgcLegtIaccVU2jugtbxLkW20xj7P3DfyJ5zH3hfMj0KDAhRAJs8EYNfAZO9svytrcTOZ0iCKIA0NTvROYCawEdHtUt8sikBsC7cuXLxUwkdbc2901lBy2jTK9DzRK6w0hjslYOt18JskaohzsAdOx1be4jgRhr2vcsdivGiOCjN/QA0fT+/hQ1T3Jy2Q6L0vmnUegeyRjx5bNRLaxi9Qo41p+TkhmKIzcaffexV5bwc8hqORnNrTyA4mUABBIkJI0P/fsVykEAjlQutdi/zs578d4l4SL0ntYH2xUVFoQcRzN4JvCPCJkEoAbloWJmLSDTS97S1mOmoEN0VQa1RLtCHJWGs58XsXza/z91t/+8X9jp8gU5tfsJuNArmqIO6pQmcWEQi7YwP1gCTFEr8Cbd7BTIcREf0fBMeaJU2i8mo+NDZSs2DOwZFsdPZCT+UaZrm2VTn+k4MtXpz8pvcm8DCZr0QN2b6EiUkXgyABvuLj2vfV9alLqXxeAE6yNEGpnRpOXtPmml29WezFnHL3w+jM8ikWFKBZoCpUkm7Ean4pxFVXG0TuNYXtd6xA/oQ+kLDL6L+rLR2WpGe1mAA4sKpnC7u97jldXQDcn2c5BxKrUw2r2s14bLk76WwHM8H4bZERwLsLvKCDRxsg+OkHMV8I9J6oIeAW+Vj4vJxY+FB8D/8bRRlVD+KGyCTkRMbSd56QNhQoXI5FzfF35wybCayBYLe04I0KLe/TmKdin1VXAlXqu0izuu4dmwpmPBYITVTCbOd/ItozRopV66WyewLGddr+sb2yVg4PjMp9t6ng93netIHH3zm1707Im5SbWlywjRJ/j41MRiDQ7S+AhCUGM4vRUsLQQptZ1uXvrgWaM3VvHau9U64vKh3xD1Z9Ghkbl4PBA5zKfz9XLpNpCPev5y5dlOJpo3pbvcf2sL72hZAGxi62t2+Xo5ESymrj1vKA6JPBoBHBYIJUB2S5Wq7K2ualxLMZsuOYwrtk0OBeCikRChkMxlXv0Ps/PJVLy4tlzjfawBiB3EQyZneb8CWZUv54N98+Pjg4FPyso9/tld2dbMpsokREApQsfAYjPyF7nYDwq49FE/W7OAbSlbnsty/raXEphJAP0i0E0ILQhuJHSvNwLV4hIaB4W+u7Sd8ej+crtDEh3pNXA+BIgkiG98TbtlfgPn1+ogj/a31eSamlJz8USXEEEDg4P9X8CsHSfRQBknXutU0ELIYuig2fJrRYTBLk2Jle6aNDP1N8NYmE4E7H2NRUQbbM2vBBU1eHi0GIAseHYJHkbRjfM6ItEWwfeZgDOf1cVgOg5IRAkZS7PBRvSzu8HN8RNcz1Lvd7QQiCKN4y9IQrF+bzeb/7XOP6W1vf/+L/VTqwWoOZHo9cn+zizRrOyzb5DdlGbWU8FuwpuCtWnlC7UqFBUzmFinRUyoxJsIvSx8j2AeoAdx+tbpT2YSD3FfYRuGYznZTCdaX6RcZUMUD4W3yAH4CRh1VZ7r7tRn62Abwbg9MuUf270WAQNhXVjjuIogFRNGG/89KWopKy1nDqsGUQbM6aC7d2fBJZVnz2SnJyTezUAZy9exCZptzYq4Oo4cvY15vlSAzqr3kbwIzD5+A2P1/czGNXAxSlwQTUvFrFN33l4kwenXm6oUuUD6QrISAVrSA5P0gV3pq7XheEC8BpVC1UvsLv7XYb/a9SBxAYBjdNydbEoFygsQXCDZMVGRXuD5EdJIIHWKMsSdrF6eyAGlsxEeYhqRCpEKDMFfEBvUv1DeflCkuprNIWNk/NWIiJyzkCBaDyaavYWp539vQNBzJzv5uam5oA5D5JV5mepGrdu3RYDmR4ycCNJAKM8gjPDSQnolJ9x0FyXMVWRoNlWVGDX6n1TQbBREfC4ovjXsglPZ5gyOEDwe2enrrIZ4+L8CJhDNuTS0mtfbr8o/T7jQRjYT1Vtn55eaGMkkKmygzh0RoDCpcnGGJw/pgMHe3s+3vQPjvlQEiee86H6xyQMDtCT8aR0B93yVOSve4KQDaca3pSiFf3iUsRspjqDjMi9evnimapRjTxFm4reptCL4HywbiAvcVEkCNTvmWCn4AL0fqD5bBIRaVyPmLiwchn96ylmFcewsS15mYSls5Pj0hfx67CcnR17XUsyclhGqlx7pTdkRA1RDvNjOO7V4lImEuyPLGnW18XCOuGMJfH3zu6ekjNV7qh6De0xrV5sEKXYS1Ul0uPv93Vt5II18Hp9ZTrQlSrIVMtcCL7YZ0icz0/PNJbFM8wInvZ/+cGYzY7sqIxwwpub60tBlJr8rwbgKggr8ZAKRAzAeP7fUzF+f2lkh6mEzWX0cOp3SEisnIensgWI/Ccb3b/OYbc+9tb3/+j3r1XpcnLB2OUeIMt3eWlvS92wGByiOgFs9IVOUpJZshJdUN/RdWb2OjM4um9gaTuqMjZB4EKxoC8swSgYut8v4/m8TDduld54Xq7affUPGIkaTHA9WSs9BAR0s0LY47UBOJSc1AOu9aF9+rHxV+SjvCgRgMPFKb973XaPxOds+JAHvRmA6+Bv4QY9DGHjl2zxXKBWoXFVKmg0ql/6hCIpRe83A7D7TfptJR5ilQsyqwNwNePcqIAzsCfjmvsDCzzZ4p6vjl6q0AzDizk2VqEVYnKHrZ8ERDwHLBJIkN3FthTJxhBwCq2o9xubqmeAPY9pZmr8P1SB+C3matnMssIXxF/JYMJovpBLDUiNgu/iPPSnfZ9ZT2e4DoVWLUkBAYiz2n7xXDZ773/pPW2y9DUJeNqEgClFrkFWsl9Ozs7LDA3nUAcjuEskoY08JlKHQNPApGauAwerdVM8+yvhjguzcHEOQvxhujYXi/3pcyrAzbJ5+1558WK7vPve+wpg6fcL2ccylqOomD2Dv7rA/g7/3JDhXFlIQvOrEMKQg7wA0kTA3zA915tAcv/efZkQaJa/1bYRQrsbOsxHgtxJSBivIvhybhCykJZk3Apol/MnqKPkhVDE0RkORxNzEi7RhA7Z2A5SlnjntvQ5snxceeQn2bYc82A8KA8fPSr337qvtSy0oVi8n/enauQzcUoiOKQn897OtshrJCkEU96XuVxd90h4tdF32komOF+uDSgBiBTV9Dn60FcrQetcn8lsqgAstFw2lEu9n+fHzXiGnc46EHEPBnavIwib/YvPSgY4aUSXJKXvmV6efywVDw/3pejFl65J8G1ma+s6z2fPnomsxTFJXUyiIIuyuiKpipbJuUeMuL5A0iKh0hIJlrQ1pi14kRaItCCQ8MziBO4Aa177Ni1EaRMY6j49Og3JW8aFkP3FkMRtPsPOte9vKns5efcfBdeY5KiEkmJmOIsU7QEK0pbXpaq3f7D3V/8+yXrffWGhIZ7G8dfNQunXNRy3vv+Hv38tGEpVhrY6nQuiGPQF0qwdMlPWLHLzCHUVDdMLsgtoIYK1Nmc1+H2xPJBtBSz3IE0SArrkM3IxmC3pQLt+614ZrW2WVm9U2sVw7ADbsZkD8JXGFQxT1QtAYTBIRjH3WpGwmvCzM6nXJ1QZhCPbkjiER3j07mEVxjmj4JQ9YBVPgjHT0jHJX7UiTVaWqV/NQ6wESOMJqa2aWZ4DoYguQbrQtdRIl3vAFRmLCjFcoCqDMbm0eCRB16cBx9eBNeaCKz3orOR9DXy8/qN+b5A1MgCzSYn8pM8Jg4boBWewrUlY+dAEsUOn6cxWGS9uT0BQfUsm6t0EW5msxmZJ1n5K0KV/eXpcLunPSu85nI1C6ISKC5IUCR5QX6oXsX3QK4QJzcaN1eXLFy9UjXAebJg44jA/yoNPQgH8OOh35cBDBcU6hPhDxXrC6A8BXkxh5BNP5WrEwuK+YkK+sb6hpILRJXpde0eH5UsffFlGE8enq3Lr9t3y5OnT8s2vf6McHOyJFAU8CyQrGA7hfmDkk5PSbbVUEUlFiypJRJZIaFoeW4EFzRcsaDG5mfvd2iqffvxQI1T/D3nvEWN5ml353ecjXngf6bMqy7Zhs2l6REIQqIEw0E6z0lJ7LbXTXtBKgKDFDKCVViNoIUCbESAJAwgghMFwSDab7O7qclmVPjLDm+fieeF3zve99yIqqg2rm82WAihUZuQzf/P9v3vvueeew6Z6dHSk0aKKepYDBS8SKQh6BZlE1PVMd7sDmTP0k6E9hCibxxdirl6PZode62LSZKef67llNKcJ2FTfoFvMyMIIZx2S8BDM5PpULQryRawfhjKQMs8PxCSqTgKj1KbaMI4hl1UUbAh6zANzHohlwPIF4ncrIbHpmatnZpcRoHRd+DcY0EZJzM8Q85oKu9+T8xNIyOb6ptaFdKPPL9QT59gvzs5jZ2dLbQzaZpreSLO/HCvz+pLSJLmkv41qnzyfi9FpdbTfAWMz7sW58kM/nrEw+sp8N+cP0e3p02fx6J1H6q93ujhBubKpYmaSOAmcnyp7EuI+/AcjN/SaVfUm4RL24tzmU/AX6dCkRdY9qYDG94Y96ZzDkoZMx15D+zF7D0+LKa85JTm535QkfMXaTtajPCvaPVIAFgwtERuPdkoVL1XVes6zp3AiPJKM2dDBbRsTtnKBkMPu725VXPj4X/8LBeDZU6C3ZSgvKTdBqRfcmAg6yU6QwMuN0n4r8wbDlxLl0A3G9s2brG9KynBm9IdtRuDxFhNmDNeW5qqxtn0rFte2olpfitLYvYdSeT7ml1ekC8xGkV01rkPJ0z6w48eV85shGc2+LwfHScBKxz4xcMiZlzhmDscQUvIPi9gs5xkIfLbnTNKSR4RU/Zu9q2PIuq0JAp5mdInRmjS4p6oyrnw1gpCkQ6eGBqkXK1KjoWUeuMwidj84WRFOxDsSCzIlS9PvN/Q7MbRP1TIblhMHAo0DoADsZPWnHk/acG30MdWKVVsjhWsHZysD8X9X9nPWweU1gvv5fBCSQVy2msr8xwrADRaZyGBi0UYygU8VOUIUnCsQJT3Iy1Y7zk6PFbCpXFRRkMiNRtJxhkREoDo7PouN7R2ZL5yencRifT5evXopcpEEGGo1EZNQrMKDlo0OjeDLTkPBh0DBGNDq6pqIZ9mTFpj16Pg0Ov1+3Lp/P45PL2Jr606sb26r19zutGJ7E6/fU80dE4SoVvNUAQGGW5eDF71IgjGjS2oLjV218f0khiArHBua0WhHQ6hiLZxdNERW0r/Dxm1wHcdRpUQqRFSpgBfr8er5y6hW6rF7+5aqQL6XAMyGj1qTntdiSNaSSst+z16T2geUsI0F8a6tLNtAII0DWSmrLBKbZl4n44ljMaw5Vl5DUOMe5llgkAwSQUhuCHFIQ5mEnXvScrDmHvEeHKk4z1a7oySCc8iVVe5TXjTORFgDeqdvvrGxZt/i2rz2JJII2gjcf9jg2cYRFymNVHU7SpAbjXN9J0kD5LVxkZZAXYmJ9L0v3erAf1koxzx98a5mw0muJlKtQ5jrLd17+vGowMGmp9Chgpe3MGSqy24srSzrflB501fvtrs2SQkrqtH3FvZE7zyNk5ncZ9RKI4ckIXghUxGjt931d1gbO3mLT/gP3se1oyev3/SXaYGlgOqZ33ytc+tO5K1U8QgBS/uDk4k8ZCKszNVw2os0c6z545KSR1mRzmg/eK/63WRLFz773//l2PqzxvU1tK9ZUMY53OOTxCAziSkAC5LLBB2xjB3kVIElCJrtvD8aREm6oB5BIdsRyKlrm0Oiq0QyNoK+HHWAQyqlWFrfUBBeWN6MSmlecLPsrJYWY25xOUrqs3nYO8Phk8AxMws7DSb+02ygnf232fnZSWC2W55JFXmCWIfsDiZEnxzgJ4Sv9KG5GtbeqPXu3rCCNAmNhP1DIuw8DLoPrDOli+J+R7mEco4ZocgeeqNyRSQyz2wATkFcgTDP+KINq8TSVcFEeIOOwwR2mnV7yr30dH8SUxuyyUSuVIIpaYyJal+Jkzd8z1zLxdsPDT3fFGSn/GzrQyuTlU2byX2cm5yuBOka6uJSMD40GFwKfu0xSpQEN6iAJZjBuFciXVEtWPM52T4mC0Deg1F8tepRGEzWjw4PYjQuqi/KpgM0bQs8C1ZQgcJ+ZX4XA4DXr1+7F6jrOBbBiQcfVyNL+UFswUrQymcaHQG1SfZ8R4fHgqBXNzaiTkDqjuLhww/j9LypcSSqI3qE9Jq3d2/Zfi7dS4IkmzSEpjxHTHWbvYP5N+ZzCYoQjUh2+V4FRNi3g6EU5HAkojqFUEkVB5qwuLigyo5qGNWx+dWl6FzCDL9UcOKcsyYxVSLfhefw6fmZesO8BnKY4NnRSP1gjo0/s24lLJJkFgmWBKKczNAqoPLlOvIeqh2MIUAXqGap7DzbO5ZgCHtRt9PWHG2W7Mx6A/SmxQCnrYB/ML6+6wiINBSAdewoS6EXLUIYSUVRr+O5g1PAfWbR2Yg+a0h73laog7ybbSQCAqHeblK5s7FH18p1EN0Wl/V6se47HSuZUe0p8bMXsuBxYP3k2MWxwxshiWo1Wkp2VjfWozcAnanKBYpWkIw4mg0jRTwjVLFjz/tSAHFseZ7XqI3heFewRnI5LhC4SrEgiJ/zh/hG39nA5RQK1l9nxDckDkPySyJL22gO8wg7lwm1S1XxZHokBcwcwFXppnaUPzsjkv6/yxv3kCftqjyDjEENaoGJpJaP7fo+/7vw98Jn//pfjj0Yb/1bVQ2wXMlmM/MUktAMk5cAzA0X01Q9YktJyVkH4pUlPSz4oP6ye7W+p7Y5nEgRKun261SJu3S2dOHcfCxtbsXq5k4sL61q1hIgvLKAUcNSVBfIHitaeFcq4JmKN4f5WfD5lwnAk5uXkoUrAVj0RichGrmahOapRKUCLQ+qrk/69iShKCZmYp9aiIuMllEP94Wsw50CcNljFIbvTbZR30QsaBO2MryTz3EagJmRdZWTSROZVJc1ke0FOtWC9nWc9oD94WlcKM/dcv977kkp4VI0ZsSBWc58PTw/7rEkEyryRskGBExqVyzOLTO6yeSX1TOVr3DiCXQvWwq+g55nXaXCxcgEZutqc1jSM8+gK6NOWSFrCniVoEvCA3QqVr/0nFGMGmq8BKUlAhJw5KBHhcxmdykG8/r6anzxxeO4/+Ce7jTMZzZkAiSbFTO7BHExeFPw62IrxwzsKLQG2BAhKC0gswgTeHU9FlfWo9Xux/0HD+Lw+DiePnmqyo87jzoUCYrHvqyotbVpQQ+uaV7vXFObDbj1Ibh0CVEJS2lyLQVLzjEHPDKxjX6aRso8n8587arcjEaxtMrsfUnmDPRYCY5UWQQ7rqN0mvt9943bbfcgRVKzV61MAZyTKuCQpHDPxCGBTTscKogAAxO8mm2sABe0R1jJaxhzkLOAp5MRgTXUx2JYZ6gczWpgepGwdG4D9eAJrARqqj9+gKxJQKiCmZvm+kmbuYr5hXvS7iMDkYMgdB00ZQxSks0k42YiSNI3p4+snrcrPfZAqdQVuM9GCLVHMR8OFCxbUrOLuRaa75a+s8cSCWSc88raqir2JSrPtKfQiuDeVueq0Rv1Vc1rzHMwEmICwUz7TIZ3k186zGWSUPlKaxTQybd6sxqvwsXO5LzWxbkKALUfMCTpXerayGEKuH9MG8IJU7Fgh7I8dgVPw8Spoljw+RmXKBBJTBJvmfSEc6GU9tTZIif/2QVKJqNO+8E8Cww12YKV/Lgilzyus+KJvKB+934KH/1v/8NY6lWMZzB+NCCDT/KMufpNs57qM2hxuLfLYoQZmXMWQU5UsiIUaclqVjD3f9UnA+zQ71KGIwUEb7aSPFQU5wKXozw3F3NLi1FHfGB1ORbrhmvoAVcXFhWAK5V5zdNac9Sl5izcDOGIzWDiUKIe7mw4nt60nBRcv41avEl8XBWJ5DQN42aimc43CYAoQ85jRyr3TQYjuVCwVd/X5t/8nmCmsJc2Uy/GPH/skQMCL4vOvsBp/EoZra907rXkZGDWbWn2mqhTnPq4Jsw5WM2SrTxmkPq1PEiSixxEMclWslYUgGfmriXvqAQqjRSlh13ISqqAJwGYTURsZ3u9qgdcrUiUwGMVzPm66uh2WtHHKYq10cd1xjKRGs2Ao6AZ35wIsIEywmITe1joqk6k+Zzdm0x800aWJDOBGqk6m42WpAwxImCjvH/vQXz++eexu7sjIQaqSqqWje0NHbcD06qgQa4xxCwgbJSR8gbI5kA/leowTWEpUFHhFYs1jdodnhzEyfnrWFu9E61mL+7cvh2VBGXSU2ZjoxeJpSEJgvvNFvJnVIrnlyqOjZnKVHBtpRIoOIHQ2I2M587HwrG2Wg2paDF3qh52uRQL9eWoA+tSGXfaCso2b7eQicaJUgLAn/kdgRRGNZUXz3oW9OFaEewIempVJcUqzoegSBJKZc3oDwGPfcRcFI/meNzRhhUZVYNABXGOGV0SIwIQz1L28UVPnvNk3Img4TEeIxXHp6dqC9ivl04dfegAACAASURBVCqvrv1L43HSgGbPMnqALrbWoZ6LQnQuIU2Nk5qU5SJJpki+SCJJRICbvfGMJSvKewlmZuebG8G5YR9JIsVvaN+p/SKXr4LWHOtHa308EmGO+1iqluLs4lTqa5zX4jxJUcMjPQQ/VeE8FyTaDkM8r3hOWzPHx+5KMZJgjUcjgwmUfj9ajTOp8tm7mKTeM8YV+W9bpWo0BGJ3Rc+sNGhFtc6YqL9Xo1ZItqpCNVvdVfN08mO2UJqVsrwiJ5wCsBJpkgdVy96TnGwkxSzWSmVOZDc7l12ton8XwnHhb/6X/24s/VjBKBZZUCCSQpBnz7iBkrtTNWXnJIIlD4d1dT2fqTxRQYibXpRsZAW4h+woWRlCtqBysD+mL5prKPeHueFANzwgi6urMSiOZfoNAYbvovcB0QGW9Pzior04NVObehPpqueMO2UCE8hYXzkTgK8siK/0FfxhmRWcqEgKGAq8SUtZC55Kklk6VW7JVUqlaFoUCtgmQhEYIOxohlXGAWPN27FpedzKD8pk/EuayIju1+ST7Ao4a7GmbiqwaO7PJAEMbSBA0CkpMXM7JVEaHeLK5dGtJOKhWzL1Q3aFzwcMJwEYIpSdj9xzJWkTkSO5tUygbm1g6YFJIwQ5SeIaIo2YDT7mIdLIBN4jWXlOkUpVHtEEf7J2ITFJCSuRyvK8NcQOE0q8edDSEFlG6kus32QBKeKJrz3wtuBSjRaRHPXVE2VTpMrgnrx58zreefedOD4+lT/uBx98IGciAjCBantrJ9Y3IO28ESOZ67q4BKw6UsBSAjcOjdYJLBqZZEQPEClCmJ70i8nwHzx8S5/JqBDXyLrJZX0fryFAUFlR1dKb5BgIdPwZAwWZvCf1Mc4H8hQVIvfBm2tJvU0CB2M4Cob9npjMPHfdwVDkIIILgQ2ol0BMawqUgM8jEFLVylw+wYfAj5yn3KD0bGfI1lXaoGuiJwx5KnTOh1liSD4EOZIt6S4zYzsO6TgDVUulTCYVZSUbBN5ykTGsc/VARUxDYYykTKOMo6hg9JDaZbQBuNa8TvfjsiOkgopdgTNt3m0Ib7LCNK9BfXWmQfpA9+VoNC8m8DOoTeO8oetKIpWDKffMBg0VuVwx1tVsnMfCYt3b0Aj1q5Z8lgnYckLiHvdtEIHWNckfVTxrpNlmBAqkAqQBIiaJ2HJwrNtb2wrgnBfJgvrksiI0woNgCQkqaBYVrk5NXJE0mogkLiTFy67WQaUCS70XiwtwIlyEk6yhcsb6sK0sfAZ7YnNdId8BAxMV6FsTJ0BwKBKUwCTuDwnOpPebgnHaWSd8qtl9eGLwkg1z2Awnpjlpc+RzpJgFFF3xKBprUKjb746CVuHf/Iv/emyJRPcjValprs1jNJJUi7EecjawXAU7Mynqgezj2Vqtx9rmTqysb8fy+lZsbO1KsaqAoomkFc1mY3FmSCJDs1ncwj6xti3kgabHKcZ1jKPfbrt312hEkay+ZnYoOwAPpEk+BS+0BLm68XGVhCUG9g0V8Gz1ewXOngRgM/5ypZghZiECGlugkLce7KRHfiUAE3tJZJDZ84NuWNTkFbFZU/JAhQpUyo9cfkTqmZux8MpuSO7nuAL2TF2ugFVFkhQkCFqXIdmawba2WxBJhP0/J/6gyTowZ6e49FwPwP3+ZTJkmPZbs4pUzjrFikeqcKIb62F6Q6WulLLqGf+3c1ZoPSkAp+SOTYKkhTGJYY/vtc+02POJEJZQqRiOB9Ydlv0gpLCCxPMRPyDpIYHjXCHuEGRJKueqZQVaMaOlqGUTdzb4k9NTbSh8FvrMDx481PPAxguk/GrvlQIVi4zgyHWh+pXW8CK+tGxSHinZ2tjQZvhyb0+bLVAam2Ftvhbz9bVYW96RSAcBkefqCIh1fT3OG/Qvl3RcBCRkG2FTiyyGsb3WDmb0fakI5b6pAke1JniQSpNqBOIY66VSrOgYOVZBqOhE4zXMbGu7o9c6iLua4rtZX3KzEcHLhu28zuNmtE7MxGWPWNvYkFkC/VRVoSJZDhU8FxbhcgDXEvTrGplibbt3bkUtZq4ZhUJLW6NSjCVio1goCC7GhAEmMb1shCt4dvmudgM3KyezZDzcbwVEhDqq6EefWCxkcUFJTTvLdNbm7U42pK3WTeSvlvS2L5WsjNPoF7rODlDsT2hs81mZBS4ug1A+nlv6wZCa2ppXPjs/jUqpqr4pPXJEQS47PjfuRWYNgyzwO+61ippKKV68fC5ymHSl5+vJ/3kseU2C1cnxsRAS33vrHnAeJMpZ/hX2vLM/J8080wjTgDCxDjEiQRWMnjjPp/yLQQdAMXGcSjwhVu3m2ooS006nF2MCbVoLEFKz6lglJTAiTql6npJVOS+3GK4aZORCJouomNKSsMtE1PL+lmaUFeSBwH2Py6CDImlRpCTjn3/kZXDhf/1v/8uxiAOqqNyPTBbqU4vBlGkRt4C7MqwIXHXn4aNY2boTK7sPorq0KvcaqlibTmcLuWnParpBp0iJwpSC2IyDj6CEpGUqkwGChTdliXykXsswXA3ZAs2zewq+YtRRQbgi9Q2betH+IghayeIkeOd5YUtHapGIuemFMTsHrL8nmc18nrnfTMyVHnGfrNdzrWYRuxKd9kB8zFkijsUo0k0NchIVjKsYsxCnkIsyv5kuSO7rAgvrfFP/2UnWTMDN55RY3RrE1+f4gZF6VQ7w6mV55Mi9vqHh3GxZNgPvuxdmolWG8OV6kqRJ5Y5Ts0oRD7rGdjTCxdiKFaukj5zcjbhO2jAE93qtZJY+1xWotSIRhnxdPetmQhTEnY7YuFR06iMPRxph6fU6ms8VWYiKi95yrxfNi6bIRVQsMJy5Dmz673/wgaQRFYSSVrCRi5BJAJUvVSrQKyQu4FBgYRlqJAES7qUqFvU7jWzA7t/c3IpnL1+q+psKknhMSGIgeP1S4TKjrBlWm55wh6icqIDZiAi+BBw2dSo9kdKkWubxPM6RPh+b6jzzvIJPC9FRgjJSVUq1zDXKiWk+XrGw1bf3hi7uCBUcFZ36324xaQ1r/IZ2QE+w7ouXL2Jzc13iFYiGcD2o8Ln/CkZc71Yr1tc2NOZFD9TAmOUqLW9pYh8VF1U/vWC5p8mH2AFYcpAyp7D5AuekkSy1zCx5iwiIVcaseKbEcGRFN+4140C3bt1Wj5kKGuSDZJgkxHPUJuJRERKA3fO11SD3DtSExI/Plu0l43IKFp6tJQCLsZ560FwvRrgoPkiGqOCtc11VGwDFNJjTJFU4Yu3v7+vcRAKTln9Bs8gk8pwrcDuJK0lGHkX07KeLLZ7bTpvgWxBDu0aSUkn94XR9enAhcKFi7E+jeAiDzCmpffP6TVzCBVjbiFt375p4BYI1dMuDyhi0rqQx0RxXpryQ7JGqyQe1DsfJ3MK9XLXZ8n6icMD+a1GgCeeH2FAcBsK4BHxVwBjVVOfsoJYkSKcxeLY5+Y8jMhf+x//qPx+z4eSZLIVF4YZsvtYPlWIQwvRFi+QDS6xvbMXb73wQO3cfRX39ThTqS2LEyUEkkaxyBp3hhptOWfNnk1Ge2TZ6qgBVgVmhRVC3Nn2/R3PK2ggtE5jMr8T4FQEsB+AkBK7jmlF58qn6XJM7cGp9ztoPukI0xJ51p508iOWcmM3qAebqd0YVywmAp4yozuRPm4yxRYzKBC1tkJwTVmeYgtu2kc8k8PKgCXZO4uaTQfdMaEtaqrOBX4mLIG6F0mR4n20HDS3npGJ6b7KMXT5HV9gmRyRGfJqh1L1I/IEpE9zvy4kJKjq2MpvKyLndUIrKHAGYAIThhqUbSbSssmXLQKlvZetD3XcHfYISFnGG/lFKutSGAnxnGgzKT20jOFS9jYYqEjsF1UyKkkPQnAzXgf8IiBCy6Om+evFKGy4b7HvvvSe1JgIXlRobMpU4msJsLoxx0O/bXFuPjc11oReu5voafbp9546JJYWi5B3ZnHgfBKRqZS52b92WucLp2XmsbWxGnznQzW2pIR0eHSnhYMwEpIpNHuhaRKzUP0fNif4rAVjjI/Rj04gRvUopTNE2oAqRpnNVJg0cv1Z+6vF1uq5+ZRhw6ZEW0AKqK0Hy9KOTJSZQMeuVfigVuohisJ1VvXUVLBR8ZRVpG0uzkldjb++FKvj8/LG3ENRlqtDrxfLSinWLs2oTBi1JMEXnXSJodMVw3tvbi/XVVQVzpDT1REnr20Is9Ki5D1SuHD/HQ+ADOlb7hJE0jpOZ2JGJpdw7WmUgJJk45ffbHhEZT7VLVPFDYEVxa17kLJ5V7iOcAUhiRREEnVRfnJ8JHWhzn5Zy+yy0TukNE1i5vrDVQSI1Ay3pzYpG0/B7Vu8b8lPaYzQjTWKCshaeznr2cBgrS7eBChgCWE6Yh0wTDLoSA4FJ/XrvtZ5B63En8YtyKTqtS/07RMeLViPWVleURBwc7Mfe3uvY3b4d24inVOfVCgSxGI5tOSmeDzFTKmvmKyhJtTGrrrF+B0Km/SzFnGTMowCc9jORc9MeyLsVsHPrMs2tg5SOA0TU/WsSSJJUmaSULeGbMrkJXfYfR/iNKPw3/8U/Gwu+FfsWCMUUb05mIgCRNDzJxnhoF5aW1TPa3LoVVYTz51ciath7MS5jCTKPnkzZzl9bdSZ7QFeA11VOpgQmEYU0FuXgywKFdMEPohYsIDIpXWp9DOzAKexhZw974970c4WApc/JFWUmKRmJVWIyUY7KVbwFK7KdY344zAYE5oX4YHnEbPeX2eIT2TACXOqlA3HKXF5OU+5/eLwCNaykoZzIDQrIMs6YXuu8sWmka8KCnpXnzH9WyT7ZCH1dEmowGRObXi0lDmmsx6NHkO48nmYHFVet/KgdQDKWe9WJ/W42d0XzjWSpYs9KM9ouRUpqqF4kIJGaUbqGZtcLPtPoEQkNdoLWsJVakCBH2+edIOmH5OFlVxCzEhjUktqtmK/NxaeffCzpSOBARB2ono4ODgU5U13wPahRESiolEiM6M2ip3xxdqE1wGeZEYp5ApVhKd5+9FDPAZs9QWI9QdhA1NxPiEMcF/ItImepb2WRGRjSF61W3Lv/UAScg4PD2Lm1q9dxLXjuDg+PtPlTcaFKR9+WiyHfW/p9jAKJH2iYWKQoenZZNAH+wngUK6trlneEBFWbjw7zxHMeq2EcCyEInjNpNy+tqOLOfr0EJs6b6pA1L9GN9Fn2lk1yn7QUUJ0qlUSeIvFh5On45MhiJchrzvP3E5F3YJIbTp6PTsfqU+wjHC97j5CLpByVzSv2X7+OlbUVzXCrolXB4LXI9+nvY0aj6kIkODagbcQvWM+S/azB4C0qidLrMbjHLvKiFesb6zo3AjlQMc8fphcENHqy1A6scY4ZVIH+OWQ5AnwOgmaxw+KnTVCO5VWLlNCKEEkL68pWS+xvoHESUpLwN6/39DkkO1xz9mPW5ubWhlAijb5JNMPcHJ43qlSRn5gFJglREDZY1rtkfOs8up2mpl0g4C3NL1pxCxOe5BXM2keCUnuU7DAZwXsen332cdzauR3bO7eiXKurvbi4tBGdXj9a3cvY3NhScgpHBQY10wKjkSUos5GMTC/SHq09X6iXiWD8gBQa0UzFEsk3aNdE5Mc1Eoxssf81XpVGMyfqWxYrGoMGwGVICA9Jv7zGrxnr/DaDceH/+J/++zHQAbAIx1Uq8RC6iQ6E7B6Ce7NkF5y03Y8whudhhpGG7qkb4AqC9I/SBZxID+YsZOZslQVdIepkWGvqJTwJJtKY9tiTCQc4d9guTvDf3HzUqsAX7vvK3UcOP65AjYYyspFg5ESOyocz6fvqELI1npncgrPTSEyGlDVna4bRlQBmRvE0qNmAwGNWOTAryCTy1aT3mkQslH1X6Zsldq/DmTbGMopgEi037d6KWLYuNNswnWiq7PN1UjCcOCBNx450nNfGkHy9Z9oBM4HY87WwqBkDIhGCyNGPGLL5u3LOCZLszNLssq8GTie2GuMckNsDaiNyecbSM4m8n97VRFkra3qzGaQkRTrQemAxtLfhPZUfQVQs6Eolzs/Odd0hxtTQX8aLVkbppVQNd2NjbT0++/xTiz2MRiK2nJ2eBE49BBX6vlSDhPjnL15oHRFgDg8OhQRxfmzOjGggsMAmj6CDIWnWcCFKo0IsLPi+7WxtmWchgwYqy2XJUbJEllZWJPuIf64SLQngO5ElIQNifv7ylaojgufp2UUsra67X9nuKBCgzazrPwYOpDeMaYRHBtlQuR6oV8Gd0HSCeAupxS+iE3KTXVU+XFfgUSeRJtlwDPwQHCB/gTyITNbh+62XTIuA6i4/p9ld6kIEo+XJ/TWiwpy7YWheJyUqZqvlaTyYqHwppUsjTHwuzzr3bHNjTUkTsH+pWhaLXckugQ4/6TqGFlbHoh/vyot+LuYR8EwIuvRhgWxrWheu7L2/ERjouUPSAzKH/GRVtHn93aOAKbgQBMYmh7FHyhEKwmil5PfpuOckdYqlpCDbQkEa2ah88bmgFSSm3D/WLC0Prglrh3tClS6y04g+8pLOg2sulHIIYgCMb9cli8FUVC1y7SlYygWeF97fi4M3e0o8SL76XZKJSrQatAbmBMOfHp9obd++dSvqtXJ8/vjTmF/ZieWNndhYX5cACWt1fn45ynNYcR5rZItnT3PdmmQ0t0XGKqinJctb9o3MA6Lq9p6Z5ImFFrpo0b6p7djTNGr5JBtEWRYo9ba9p+OU75t0EpR1YCSBL/RKlJK07Si7M03kdn+b4Tei8ObTn9gNViQesg12CPdxzFK2xVjqrCY41tk15ITxKJstG15Q4NX4Z8LbpfV7c+XvAJDciiYUJG8IOYhdCZCQnHLvFQUXhtL14qEShrkqPphp1pjgMM4yme5rZ1ECQ+PZTsvnOQ3AHotxniXwO/1xqhSFE1CeUxXUnQKedJUnMpS2tpucR+rBqtoTo9fsZ0PD/i9XjUCYWVkqV5PAkfQKJfsmyj8Pv4fUMyM6k5FU/SfYXLPVCeqejho5yPr6Z0ja9yGLiXghX52vzr3eAZZ+MC6BopkFF5nMmxsbDRUH30lPTyLriVkgVysEIgTXAcEZMuM9gkn79F8RXbA0p/XCDXsDB8PYZFMkyaMC4DpJIajTnPQh+Syqz50te+r2BiM523BMVJL0rrizCO1TkX7y2SfaNN9++JaFME7OtMF8/sVjBVmO8bPHj2NreytevHihDY4Nk/dub25pw+Ez2OCpiKl6lpYXxRhmg68USvHBB++LPIS9G5sEBgQEAyDN+uKSyD5HRyexvkkFsSCm7u07d/VMshGuM/85GsXzl3vx1ltv65zW1reij9B/oGx1Eevrm1ZQWkD6kEBsMhvwLv1Za48XogvkWmUkaqwKDLhdaI+StJI2Tyl30SdO8qDAnlRiLBVNPvS90dPzleNRzxwSkrLcdsqSkKwzCbQMrY+NkxIJCefPtWWuV8nUOFSB8zv+jcSV4KBRJBKphAixrqTPfHkpIwmCFCImKOe1m40ojUL9ZFoMvJdrZGay2cZUiVTA7jt6C2edUpnRIpIkvoAnJ1CcD9eDpELz610CYiXQboYwCIGN4gWvX85VqAzJg/rfJe1J9KlFdqtUBYVj0EBLQTPRrYYDqZ6FYswt1J3UQbZKUK2kPVExK7rdwfUXsQ5WOiNgiNcgt5m8xv0sjpSAQabl3vMd/Uv4DA39N1cpC6HRlARymCtr8tXGvxreA9eFPvYGSWOE1mOzF9LlZ89ZXl4UasH9IklZ32QNH2vP4LxbbaDyWlQZ6UojeMzXk2CUywVJquYihusMQiNzl+B4ix7ZzPP8Wp4JHs9a1ImUlesoEuupLnUy6SHpBNEFaVPiyax6sjicyFn+dvvChaNXe2NXUEzJXPWKdfBzL/Ln/eRTyAUYC95MI7/LQWj6IVnGUcFlEoAd9D3eMhV3mP3eDPPqfdqcXTnJiiRnTgpwEIPsjqMeIBuDGviQORwUpLaUCQDOR61RrVNOCQdfoXisWsEwj55QHxUbQw7As2NJOv6Zc59UxMlBSXPSiT3KsUrc3ZFWGZ4nkQy/8jGZkQrsSKWbxThIltTzkBh98hjWsTq45grYGU3qASsx9XydvnLy2jSio/sxTaAms3qpd64NFdcheoxpfI3NNSdSs4mTq3Wzaal0OF6yVQIhBCz9u8woMHBwFeR7R3Iyks8vgYBgS+DN1Y0SrlIpzi/OtEmiCczGRzWDsbrIMzjW4InbRKjBFn+q2hIhjQBysH8Q61sb8WbvtaoTSFlUV1kDmN4awfHw+EgbMBrRBCMIP1RF+wdvtHE+e/5Mx0DwpGo+OTrUuVE9rK8sqWeXe56sI8KmrASlprUqBav1jQ0xOLkOwOBo/EqCkhEPwbMeM9ra3aXtrlnL6vxitDrMY7L5ekaToMqab7YuzKSXqtNIpD76i2yGjPURaE/PTu24g+5zQrrYBKVcxet6jKXkataVikaJJMAziIXlRfdphXwVHRRrFrgQagNsnIhziGOwk9PvZETGM8Lz0W62JhKRyHpmXW2CNkYUPBMDVNbSbMwUIXKy38K1aHVJiR1630CYVJwkT6rMkYJMwiTmuni2OAcpwbhpNMb6BCZbMtPtEa2+zoE+OD9cH4imVL9C+kol3bvXr17rvPAsJjAClxOY8IEGfmbdcEyaWY6CZ4hhg/d7csVST5qgCdFuPFaFS1CRV3SycPTYH3oN1h8HsueykFBwrUhExG7u0nZpy7XKIhuFGDLC2UMutSXG84j7BurQ68ad23dlBPLlF5+LSKhEQ4Yb8/HOBx/ERx9/Et/51ndi597DqNSX4smzF0p27t67Zw0Dnu+055NQbayvaf1gGcm51BcXpMtOjzq35UTyww40SXOKbCp3pzndH/kET4wXEsyswsz7uLUFEraeDV4mM9DaNCXcZJOHYlTn6lInK0m+OAl6zIyv/vwI95v710LjrJF3YpGWTLhJm7g27psyhFQdp6ZoJhLNIKCTIOXycQrLppA8CczasBPU4O9KjkqpN+yQONOnnAlsuaeaXyPdUx7YoWc/JWGIuEjqUypDl6YyMG9Nmy43Wj7HSTzd35ZMI9ytmMDc+TYIHkwBbsKGTq5RGdbNr5UudoZSdG2Brh1YSCIy0SRX4IJt0dSeoADe9KRMw9B5EilQiiItaEP/vJ8HzdW8k55JRSsYfFZsYzpOZWbh7OunPVyfw/X7TzWCkpTdqwSlCy43pJhXxkQikcpfQd+VMBA08DOsRSEEqtRMZvEoE97TiMRzffz5bFKCvAVD4WLjmUPgXm2oELdEOPMIBhULfVg+H9YoxCr6nbd2b8eXX35p1mxtTpsHPb5PPvlEgQbtXST/EPfnstDPQzT/6bPn8dbbb2lT+Zu//mG8/9678eknn+hzqHqBnl++fBkry3jsNmNne1uwH2treWlB0K1mUS/OY34eMYhLBTGckkgO6OMiSYgHLxAgfVJev/f6jfrUbPQQs0ga6V2OYa4Xy9EbjmNxeV1PCs8s87pcx4vGueY5pX9NlcLY1By2fAXBz8DqCFPQb4TToRGwMfrBFivJVSz9RDZUWNn0CzNJigpHgSStX+kwX0KkoidqqUf6wwRY9T6pdpNJgsQ2SgTnsqp7jeGcncfm5oYYtHL4QTpzyEgL5DxPXlgUw+MrJF1K+gpjoRGr62sSHXFyPBaBCKUuEBCQI+Bg9cmTFjTVKSQp60Ybms5iMWrulEo2uodh3O9r7dAuUDIAokJPUWpXVV0Ti3sYwmX/OTw8VNB3b3UYpyenqgoFe9OfzfwY1MJaLVsfLi4YIi+MY3N7W/cCdEESpElxjs/me9jbOBeONaM0sPs5J679EuuX6hpEpgDpqSeyFX+mTVMujaNKoj8eKUl49uWToJcusK9cjT/4/vfj5PBYyUChBmGvrX3q9r23Yml1Q2Qr8RiGA+ljI2Ij4iOBTtf2QmN3TAI0zxtxenYcK2vLdpAa9mO+BqfB5DQmAtSH53nVyJNFQ1BcE2RNhZ4Y91xz8WKSaJG3Z7gm1v+eahImvo+q4uwZj6IYrYOFKDKeB1ufazCh7v7mguzP++RC66I1LU0nhgCOeVP1qPySvBk7C5mwkibBcuarJDqhS5V0qJKgw8xLRBISuSZLBxr21O9ShesYkBm7E66yA7UCWoaGx6iGpnCBF28SbRiSwXYFrUjKkN9L2cvQDFUDYukicTFeIJjQpCbnHj7+CUTNWc8EuGy8kOFZqeqkKl6HnpF8/iJxhcSK1JgNohxWDTMhwT6dGgXSAjVETSZouzkglDQWRTWDzF7KxAWZeeDKFe6kD23YXp+XRbtTn9c3eXr7r8P+Ny0cXtNnXIM+G9dIgRFiVA74OYDPjG+Jucqcr9mikrqT4pXdsAxdm608Brmg8kv2gyRQWXxD1RcwYZb5ZM5R5CInNVQdBL6trW1tWlRAELP4/+3bt+P87EIb4MnxiUg1XNenT5+q7/j48ReCpWt1y/A9ePCW+r68fnV5RcGZ3z9//lyGCSQfaEPX64jqt7T5A8W/2X89melm/pPNhM2LmeLbu2ysl6quGIPhGlBhMX7UbMHQHcS3vv0tGUBwW8R2TRaYfaoiKirN/daiTX9xfjHGRWzr1sSgBT1gM+d60v9jXIp1QzVFL5ygQHVxenomEiUzynlMDBUt1iL3VEQZFJ5aTQWRrMZFciixfmYtpaVscwW+T0SlBTZWTyQIudHru0oMRQqSahXXw8b0BHUjR+HeI2N5iYmLnR4GEllmU0RDPrtcUvVI8sTaIbhYk9ukPCVpiMuIFd4VAYxZazYGvl899VpNHs0gJHx5lroE8oYnIEtJKbVV9XqSCQhSEuAZm28C8qSgqxE1i5PApM/tMxIenknOjyrWhKyiRENy60Ws6uFIa4MkjucTCdPt3V1V/Gdn50qQeJKY9YUYpyCWSGZ5/yTZdJUfCn4wl0l4uP5YdTJ+tnZCRgAAIABJREFUx/t7qJBVSjHsd2KevaMQ8fLFq/jy8Wdae2+/92Hs3Lmv3n+n4Rnspa2NWF1ZEvFwdWM7ev1h7N65HZ8//iJu376j5I49SiS2bk9tEJCDZuMi1laWolwoayb+8RefqzJeWWKkyyN0VPwk43JC07SExZm8fmtW28rjluOsGJb244lmgAOy1qxkel2U6H1C3LzvZDcl2ngVnj0SSL7ztx2A24122oFTcE1wbiqMUhGUg2eW+8qB2AFlGoinW/bEyH7yq6uD2JMKMQWGFC8cQLP6kvqAOQCr235DTDA7Ntk8O5hlOzKIPSnQ4abDwpQxuxRgLvV3ZtoEf5TLyjwZqUCQPitSKRDng0uBUrCzjjuP26ReLwkFC4vqMP14HMevzZU6wQKivsaSUo9WLObJa7L3LlWAyTFkirCGEcn35oAEW01VESxBpwpGAJQVJhEF9XTVc+aop57IE+/gmQp3ep7X5SmvXnZB0JKddE8wW1Nevzk+LGft7ucU7B0Le1HZrP17cwCW3SFEO5TC0LKlz5uJdHIcYgzGvUYL49cUzDiQ/YMDbXAZjqZyuHvnTrx8/lzwIdUFkDPHcefunfjbv/27+N7vfS9evHqlipBqieqGaongxuZCggATmUqI966trMTW5mY8ffIkGaF3otW8CPZreoq40QBjI5WIX25+SqTvLU9gHJvoORqFoTpneRCECda3bt+OAxjYo4F6at5EDCZBYqkgOzkYRE0BuBcraxtx0ezG937/D2J//zAFx4qq3bNU4RnyDOkPs8YJBvTfpQddKOq7qRKzipLZp5aZpeqjoqeqEuwsyUrPCEM6Y+yGDdeVKUYa/m73ohd0v1gfbKYkpWIOl/lOI1PA91SrBApJWRbGOhaSLGtsnymQU2VmeFhkRMQiBkN9D5st58hnSQYxPwugBgTclCBAGFVw1pzySK/lWKnixEHoD1RNCn7nmiVRCbk39VATox9tu0f6sxIlSkjW3FxV8Dcja9Y9d1KiKnGA25DV0Ph3kA7ml+EdSNSlUhMEvb2zKcSu0Wpo7bGjibWtls28RD8oFKRZ3uuKaU2rAsjd0rIj9dZlFgIP4tJjeRgtwJXhz53z8zg9xXCkEFsba/HRT37sOf/RSNrjJSD/ck3Kbg2MS2q1mF9fjq2tzTh6cxiVaiLnMiZJ31tjb9YdNzcjlAACc9+6tRP7B/vRbXdieYVxvXH00eFmxrxq9IuJAP4MeZBFR8BXr1ee4MyvUw0bBUlUWrcc0942teK0rKeUvpT84f5k/+xCWNhmDEoYtBuKUWICg31IZEfzfX5bzOhCp3UtAN9U9szAwCkip1fNNoevQpWTgKMm6tUe8LQnmgJZCmjervNoTEbGZ987022efO61AJwg8/z92tyBOWHeJTOBAZJ9SeAB6AwnEGBNzwvOqYKiosiEp9znNbvaAdmVrwU5zNwFkk1BVmIl0+uh8aLJdU3njLwmFnozM8Pq+8qYwp8nQ3VgpiWSAkvjdXv2rM1G2Ziw5y6BABXZjWVPX13MRLailpoNwP6uLF6iI0/EOy12BcZp0jS7LBjvknSjEg5/piDB9Bl5hED9bPViPIogNqSqDpPgHLgzqx2hlayC5f/Tv2KGUX6yyqob2pit0EYwcF+SGUkeYAQ1gC6R1ltfW4svHn8aKyRUGK5TbY1HgpVrggGBwut6+Knofvbxp7F7+46YnVwVxoDI9tn0Njc2otNuxvOnz0TQIuE5PT6Oyy4M7HbsbG7Gq+fPdSz0h/devlC2T+UhlSqRe0wqIShQKVIFshHDeCb4kyQQHKkwv/2tD6PVaVt/uT4vpjKQPfrQEGSQ3ZPQQLkW77z3YXz+xRNVZBB8NPLTbIpxjscs10XkFolwUAUvSx6T9Zh1l71WDdXk9U0gEsM2wb9sttnmj/vMxiv4NM0JZ9JV/hyCj7QDEplJrFUlrVTZiC60hViweGUHiBhH99KiM8hRihUNiawpwpNaDPSuFxdNdKTiFaRsQhswPxu8AqcmOEry0CX4W/PZhiZKiOWwZRKYyH9pPdlK0K5DGYqm10sQJUnD+tSMagupkOQwSy5VqCyMgsbzgNGduoUlRO5yZc53E5xpa2BvCETLPkQAZn4cpJVRNyB/khuhB8WyxuE06qWRMGayK/Hq5SsFdAupME8Pe9p7kUiYIA7dXrTPTuL8eD86jfMoDEcxpz7xKP7mR38jqHoDp6XLfrz73vvx5uAo7j14W0iR5ptLhXj0wftxDGI0X4/+YCxDiH1B7DbjIAkA6pbuND3sSjn2X7+UfOat3R312vf3X4sD0Wk2RVxEHOTw6CRu3bmje6HrtbjgqY7EVeB+g0o63lJddyQwozn3hLCoVYG4Ee0qWnR6vytpnlHJHY/z70BX7SU85jUQs5DalOPYVKjpxvD3G/xlodNqJqXgqwF0NoBMv/+mDTn3Sa8epTfzq4E3vyJv7FOYdIYtPAnADsaZzHT1s65XwlePK3VtDQcpAJntaN/aocTOM/uXzI3NEHiGTQFHFYISDxzjAgx0q8JM/QZVvgo2Dqkeu6FySwYUmr31ML+632wkZHZXdKbpy+DeculgYBBewUaKXxhrpzEnPgMCDjAaIww8X3P1RZtVsBmUfXw+PFe+rs5TAgM1P13HqwE4/ftMDiWoWhUX5/vVe22ZT7nuCnKmCtG9FFI+0ztOx6NKVzyJxDJP1nhWJUvkPmwDqWh17lY8MzHPGy6wLiQ1Kl/18NJsNcGKzJog4OBWVCDGTWZ+rhafffpxrK+tRH2uqmqByiP3qsxGXYi3Hj6KJ8+eaa7zvNmJEqzNuaVYoRool7TxYUjPJnd8tC8YmzlMqr9yoRgXF2camSKJ2N97HRvrq1o7zYuLaFycxR18dDuWubT8X4LKijB1O7r/BBTIWmzSZgNj9YdLUktMWW3ewM5zczKrYEZXBvL9Qdy+fTc6fSRkK4mYUlBPbv/wKNDWLsBU7vZidWVNRB1xHSC/QFhKGuHMz1Lp5J6cWMfIn6Zryn0Q8ShZDWZhfpYX1THBQDPqYrpO150E+yHeQLRC0SmhIMh1UoFdnNEXZXIBG0aLYbCGqO4IJhwvkDR6xitr61pzjLlsrG9ohtYaMBYmoZdOkgqipQBcNaRJBba5tanPInEj+BFgZYs6Su+V4IuT1Ax353lnHgazaxkDrCtgizjWudRaY/2R/LIuSUh59hQQkAxNpC0n537WQQVoh9Dv5f9U8sDAr/f2ZIxhLsRQ76UdpvZAFKUOBgvaUHZFx2DDiUutwelUQNF2lZDyElTdPjmI41fPoqRIVojeaBiffv5prG5uxt179wWBg1aCkDA7f/feA8mfrq2uajacNUSliSfx8dFJLC+vKcgdHh0qKWC9cr94tgjAVMtnp0caCZWRymXbSCMa0r3LmK/OKWhT4BC4o1pUorq6vhFFeQbUolKek8QoSRV68dwztTdiLKSHpFTMahIaVbpltQi6l7bKZNaXe8naC1ySJM7B7/ARtq0r/JlKjQR83u2xiQHNbzDa3vDRhct27gFfDWo5gHz1PRl2zkVwft/V9wsazHThax8yC+k6WFwjaWWGbtrIrx/D7Ptn/20arKe/FQSbxSXS99gH1zFVTGaxbRFz72q2GOjTFo1FqS1JGCPN32b1J1XrmRks6DSZHMyMVhHQ2ISui5DQM0LNiIwNHWtl5n0grLYqBEYDqL5Y3Cx+SCZUEj15us7F/MJiMNIDCYQKWPcqDaFrw7gCmScnlhmLvmm1O5vgTEe/XFF/NQBniHxIiJZ0H9fNWsBGmxNcn/rXWYpSEKVYjYauNMcMEzElL5DkSD48S2ylMwgiBB9Ue3gdfancV0TxSD2fQkTj/EwbGSQONj7uHVUEbE76UJq/lkNNJb58/EW89/57cXR4JH9YHtAWpugra9Fo92NxDQtAG35TMdZqdsxhY9zcWI2f/Pjv4tbtWzpnKigq4Fcvn0lDV705zWwWYv/VnmDpo6ODePvBg4nIAJAq9/6y3dbmovnh5oX7aKnvpc0facn1lWRsYG1hVH3oX+2/eaMKiqCIkhjQG6QgKl82FHm0FkqxQuBhBKm+KM1oZocLI+YpRzJcUKUBHIjIA2IZ0uIGSnQVpZle6b8jW2lxB5Me3VIgqZGi2FzNQUrM+ew5bbUj6U+rZ4ytndehxqP63WicXwg21rlVq0Y5kgkBz4QqZCDkSkWax5CsyPVkPaheKQ5MjHpxXEMRlhBdEQlzBIGpJvY6JDvB60miUglzgqKzbrZUooSU4SLlkSTIQCJZVaiKh+KKwHInWWBOvL5oYhcwdK6i5yWH2RZMzNrNmtrA88hqWjmtoMRO1S+Es1JBiA2ru9Vs6LM21jcVFCTRqV6/PYglQ1o2okT/e3kJFMLonchtcg+yRKoIjzGI7vlRvHrypSB3krKfffpp/NEP/gmZoBICWiYgarIajEJsbe2KsUwAA8U4bzSl1MZ9IsDt7N6K45NDHQ/Kcpub20oE9t+81jM3N1eJTquhoEwVPESeVC2rbpwdHeoZ5T3Val392lu37khBrSX7ThNKtd7k8EQClqxx+T2z/AxcFLj/dmPCtEfqixDbAlMKgAoS0nHi86AgaC19ElWSWZAM60czSbCgxFsFQRpP/YcMwYVeBwj65ir26w9kdnO+KQDPVr/TOdmbPm+2Cp78+40BeBbuvvnI8kOuAJM+g0TAG3vWhbYpgeKFRpaSd7H6pH4IrczSUy9ZOsO4ikx0l8mpkpZzJjdJjtFWjLB4MVzIVaiRBP/nQpGxBCzmTCYBZiV75iGiV0PlCUQO1Mx7WXSQb46OjzRDd+fefTEVyXKZbWODyNUKWV7+MQw8JSzooZyBlPOfc9KSxwMMQMz29qfXOr+WWb0p6cqksgxi5uBOAJsBM5RolKtzJhZJTSyZQ6QxLDblvEETgFHxoRfM9eKB5HcEQ0NWuMdgmHAaK0tLcXpG9o3RhbWMyayBzMQoHxqiJkChePX+B+/G6703gp8lqlBfjO2dnTg5b8fi+qYCcJApA42iEIWbEu2AITOkBbFJ5ypVQdPAYpDGmJeEgU0A1jhOpxONi1PDrcmFiO8XQ/niTNJ/8tYtutfFOoDoxI9G4+gZl4uxsbUpiJeNW6YFaARDHpTQw4ICbxMzeSQul5ejfdkXeWdjc1swGxtKTy5E5VhYon9Yi9OLC2X9zAqrIpRGcSRGN5WqNaRFPKI3jFiGhB0srkMAU++VqkMEHI+zs1lq/DAZt+T3tJP7kAl2FlnpI915eam1nfut1kW3YxC6RwQYgsP9tx4pSYa8pnE2KX2BFpkRTbIhkQsY1xhJoEyGKUZ9TkQrggxJLES+PG7E8XLtcwA2e99EMrmryRIRSUjYzrDsxyLN0X+GCwCBT6I0QOnpWZc+e0ahkEFNla4VnnzdICeRvFHBA+15xM4VP2M9BFPQONYuzlkyjOh0hdZwPJbO9PNAoXB4sB+3d3fUHqG3SlIjSV6MKLrt+OjHP4p+i94xM+9MbkRs7uxIQhI07enT50pc19c2VZGeXTRic2tX42nMrb/99ls6d3gbtI0IepKIHfX1/HCsnBvPIihfq4HaWTnqc5V4vfcy1teWda/bF+dxuL8XKwtYx0asrW7oPpI8kqjUl5fU/68vYjRyLsRPcRL9fHrLsmGlBWBRGqQnEIzq9Q3pl8qSw5LqlgxDkkwoydsw8YaUDCUSK4G4kNAgdKPLkO34t99OAL68MbLdDEH/8rnB11Wpkw0+F9ATtu7sYaR+1IRFnCHf3Nv0v3+lMlZc9e9zAJwGmoluyhXmr0RHlBWPzPrWQLQfjjzOozEXVbiMQ4B9pd5n6kvJA1mes4zM5GqOg3E1oaycqrqHaERHmdkSjjgEGoQkoPlfdqIqIX1XB2xcnAMjMVS3pxfn8d77H2gjhdkHbIoGq9iYMB5ZeCLtJMNqqcNMr5E3t6/e6q+9TzMQdO55++q6b5t/fO2uCqdcQTUkRWdRAzZ9K/0wDWuImb4v1545Rf4BcwTQAInnEwSS2bpGWWpVbQ585yK9rDGM3hNVzdwvgmJWtWIjBtaD/UlLQP3IGMXG2poCixSLyuV49uxl3EGrGXbs4loUy3OxuLphP+eg4qqLwNFst5PvNKQWs62xryuWCPyXcX56psqHH7J+IGgEQmRoEDBnzag9PzuVDOD6mrWImVPmuKms2MDpdfMHeAlbW1vK8jFsoKovkXjBhpd0oqFBYFpkKKlwQUio7GF42piBytMQM9DkycmF+l70VIFV0Z+ulJiTXdL10FiIYGsLPSghygSrkn1w6aMTZAnUBCv5+FKBqmI2yVHM47k5fSZwq59HYO2iofd2W4gEwQKXINY4CAfvVTXMJt+7FOS8deeez/HSa0FrMZhFph+4qNeAJHHd1OsVScnqV2oPSCWPYOERK5vOmGjGesrqWByjvn8OdnxFvAFmW9VhKYSu0cXZuRXK0tQHSQpJAK0germcN0EDAhTJCP19gpRVwXKlb/lUxp9k8oEZhZ57XxcC8nxtXvfRqBf68KNY39rUZ8hjOLUEOq1mdNqNKAyZABkLvmf9Hx28jo8/+rvYWl/ROBr3Ed/qWm1BVTBE0+OT0zg7v1BFS/KEmhrVKOS+fm+osaHMLUGljRldEj2QCZ5FgiS60KwX+r8gVrDA6YWvLS/G0dF+lAujqMQgjg4OdN0315YVpKlquQcIqXQHg1haX4v62qpIZ7cYazo6iWb7UupwAHFAzrp32HCq5wuXpBz1RVy+sA1ldn7N7HWNJVpMiWOGvMgiYJ0SmIGhVaiIvFeLAsl2uSi5Su67229Opv4hfgr9y+4vLi1/DUfydRu924qukm/6cd047SVnZu2NL1ZV5U+aVta52p32bWcDUQ4eerBnKkR3Vd0rlhRlGt3JhvNSZgIipYfcdZ9STE8CsEZNgF0uowsTFDGCbluBlXnThQWE9YdxQY+Rqk3aq3buefnyuSoM67gWYnnV8n8b21t6WC6azVheXY87d+8ZdmHzqc2pZy0jbWBr6fF6Vs+kDNEMJpfs5yVHkxf9kgE4B+fp9+hKuZctP2L72qKIMzfHyAGs3LGtGwmcgv9sBQeECPkKOI5rO88oQr+njQ2IjQ3evsNOBM7OsGEDhmvE0gKbcds9/iRooqoJyO8EI/s5jcM8f/ZMhgj0oQg0MNa5u2vrm9Eb4J87joXl1cSQHcYC/qwkAapiEL7Hk9rtCSrjyy4ylibUkWARxHCWAYa7oApOsC3HBVQNBItHLJunGKTFoqURS/RDLVxBkkeFgTnCytqqRoHoD8vuDUk/wcV+MgjIbEpUw6wBoEepfy0sqC1vaVkCDaIe7oWxXtiMIHTtbG1oxCqbgDAaIxlHwdtUtWaw28nL95R1hYa2AgIQKWQmRuqSlKhkD9MsrxychD4NBYPyw0gggjgQ1ghQJJ2e3/e9E4pxcaYgu3v/ba1pkhn6gLyGDEUBeGlJGyvJC8GZ66hNeKI74OdWLGzmg7nOJDBypfI65Yc1pmRmMJBATLWK9aEV5kRslCiKTUKEYo0RUqGHW7aPb+qFg3Zw/JDqlDxl0RKR6erq4fp5MVmpATFqPBIPhADM+odBTN/TUpeY36zEKRrUXPOlZY9Mcb9rVbsc6Vo1on/ZibOT00Ts7Efz/DharXPtJbd2bsXa6nrMw34vM787iidPnikRgHxFpf16fz9u3b0v1KfVbEddHsbjuGg0Y2t7RzPBJsINYoBuuBIlty5EBqth93imvY913GmfR7k4jsFlW4I9b149iwW0xqtV9Zp5Vn7vu99Vy6QHz0CWnnghM/EBOS4EvduWkRl4kqxaXDSA73GEWo5CmZHBalzCUsc8QzPkzGYzvodOgscfxcRPFS49Zo2a4pok60L3hekJzy9A8Epzw7+GmPfLfMRvPQDnxyAHhdmq7aZgoGAyU9nl1wh+niUU5co62elJvzr9+3V2b34obq4QJxzoa7wkw8rMFdMzEStElTP/h3VtNSLNBcvbthujHpZ5dmuBEXjZapgUIv3aS20y5xengnOyaIBgyrla7N6m93Im2UEM4W/dvqOqDDUkCEaQEMjgOBcy3GxxqDnLdL0s2p7Utm64ho7UX+39fqUCFqV1ynpmc5ugCDpfNmoeHIu6AxPWahzjsgQkuBE2TJ8GYMzARbjCyabdSsIRGBwktisi+lLNKet6EYyDJGc0VO8M2A7ylTakdjsRrxbU1+caQvrZ2liPJ0++nPTzmJl86+FbGv0Z9Edx5w7VANZvFwp8CgZRjO5oqL47m/P84kqUy5tx1mpGq32halVKXhrToRVh+BwSysXZSXSaDY8gdawLTLUAEYmNl96ZpPtIMEBR5APtcR6CEpsOCRdwM9UACSLVLNdQer9i+zLW4zEZBWYJyngGUhrCS2saYWHzLpZqUUSutVRJ6lpruuZs0tpQRRaydCXrlsqcZwWBEOB31g/rSjrYJfsLE5GkB92mZ+tqjrWfR1Tysya4EuUj1iwkGAl+JLMGsZ4tJ0uQAv3oq+Ivx8rmriq1GuN4mB8oWWeEDeUvM1j5LgIcMH6WgMzEJwIk95FAwf0mGAtOl0425D5LUwJh89nakAvuv9o4gIoK6LzrMT/QEEwfcEVawHrSY0vSPidR6fUVgO/evTvhlvB+joO+Od9NEEWlTGpoBGcSzS4jdshetqOTnKoIlDs7t+P0/Ez3lxyac+b5OD460EgckpLwMajOUQVD7OXw8LUmANbX12J1bTlWltc0zrO1tRMnJ0dKxuAFwMd4+PCtOD9vRm1hPhaXV4WunJ3ZOYwEh2p4fpF2h3kw3Kfmudso7F2gCKxj4P/6fEq2Blgdnkdh1I9O8zyGyGc2z8TJ4Jywb6QPzHtAmo7OzuL93/t2zFXnolI00xy2M8YjEuqAsT7PzHpJiQFbF/dnnv2EmWWQi/Kcqldg5wivExs1oACHqAdtHQivJfW/ucckONYkqMSQ9oZGO5Nc5a/clv1lwu1XX/MPFoB/0eFdJQ59FV6eHWX6Wnh8Vns5faE/18YJ+VPZFG4ibJnR7Cit75BcbIraWBvOQNxolQpkTpWz9YuJw8mkXqxmw036AXYdmIlNeseDB+QUI3vTXnbwMh2JbMLsHHCS0V5kA+cF/dDz4fvu3rsrPVocSGDGbmztqLLGiJrtiQ0xs6FnT1SzuxgEJLGRiWOVznWKMuhwZxitV+/dLFIwZUJnLWhVwpKStPMTgYZjnZtfjerCCiP7Os9JhZwhaOlJgxpQ4WY2bRLoiJH6qmKvy1kKxIGWAD1WyFL0d3GgScjC+ZmgN82q1mrqJT548CBOT440p5iZu4Ica4wNvYo7t3ejPsdM5ovY3dmNw8MDJTYEXgLi/sFRRKESt+89iHalKHJToYzi01DQL2QZE9doUlMNdlWZ4xbFxs1mj0xhjQSiyDUkKetJfzdDo3lkiSRD/s66DgVVuSR53Ovc26eiB/rkPlEZe1bcpCZJ22ieEvUffHSxUFyOJchmrY7YpryXQAtUrv83GgoiBEZ6nO75up/dAdKdo8odxOLCipIgKlBgXWn9ElRIusTcdw/eQZq+nMUl5EecmP8bwOXYR0qO0xA9lRk/Yozznst2bFNFVuflR8sS1UjWcKTRHM1Do9QUnmUmWLqyTG0A4P2kYZ3ncoFn0VpWn1Q+xXaJArq2QlVCFaS2VVY1yPeQXEh1DSiTvi0VKCNLmFywiWsG2XrOVKFcx+3trYnJCAkailNv3rzRfLgqaT0jmCN0BcejGw5qImWw8wuNmXEvuY4EfNoPm+tuW0BsY129eP5UJDpENZbq8/H8+bNoN5vxAmnUZRKukEMR426sdR5NEgF8mQnolTIB+O148fJVrKyvi1NCuWERFiB/NLe7gq1B6pYXFyTJergPh2JewZjkkspXhLwqKEIvtb4GMbi8iMb+XrTPjvR5JEpLuERVq7G2uaExIxKaz7/4Im7fu+fRJ7aPKE1MJrgPD956KK9q7gdEMGQ3PeIWsby2Fj3tkcvqcV9cNGNza0fELitkmaTqtZGfD0hbKTBDZK3WlJQGnAT6/ioSkh/9bxiM/h0LwA4FXx+Ab67ePDqDHnSKhdeq5dkA44A9LaWniUEW0+CfE6kqy1HOKEzZMSj1lEU8yfSkBGcn5jDbjYwMqAJTD5MnBOiVlcRiVc8ZE/BSCLaEpJFnbKlQyAzZeLGx4wGnkmJB89CqKlXfzYpEBO4saenNFTbl1PVpWvnma3gzMc8bvKt9JRUKoLmSTTPO+DSjbMXjrP5XMVY2dqNWX5GMnVSuVAGjGgbBCT1sQ/FstFRlvtEe6bKpQCvmBb26IqbaRNDCilmWrWT7PD09Vp8VaJpAgvkClcDr13vaGLY2t3RdJQXZ68Xuzo60gyG18N+LF8/inUeP1POjfwwceHB4KIj6+OxCWfS6AkMlxqVqrKztRqlaV88KiBUIm3vCuV00TqPbbCtwqG8+GqlCETKQRlZghzK/atISLQQg3rLVwNKfKzBKRTyz2hGmFMDK3HdxDAjYqCwpAHvNSW6VzYdxld5AkDbOZf1xQZUOxg9snGzg7o876eKuAw3n4Am6gK3cwpLhXzY/qil5+OLjnFzGqJC5plTQ/FK+4aWSrAZJFvg9axnCDiNcYu9eQppiygC5Q/5+qXtGpcpGL11rGOegS5CmYFzTChg4MeEeU31lKzt2ZJHr6Blrhpbg6N47YzCsfyoqngUCNQFYlWsimFFhk+hwL/D8JfiwRiQMggEEc8ssy1IxuSO1RJAiwOp6DYdi2KPrzOupdIG7+Q6COOsZJIAWCgkklS9mEqiCkQShxwzMDrxNwKPP2u50dP1ARyBnIrEJCxyJR56Z5sVZXJwex/7eK70PLsKD+3c9jlQhkC0oMaBfv79/oHujZELzxRfx7nvvxcVFS5UfyUlv6ACXhXzoD8vEjl2jAAAgAElEQVTHl2SQxGJrS9eB+0fSIBGjUllz80ixip2PvCdEu+ZxtI9eR+PkIEYYgfT6QvBA695+9HbiOxSUICCkQyW6vbkdC0t4Ru8pEVteWRWqc95syBaT+9IfjMx+JlFivjt5ECtZlm913/dZhNqplr5m4SlAhByxLsyG1jQJvWImS+A+CK5Opg3/fwnAv6hCnv33qzO1M/8yUdC6XrMp/75ikEDBp4r1WrGdoWx1pc1CmXyYgzFlcZbhnBpNKJgkXWveIGMJiVT4tTA7s75z1jPldTxMckfKFbp8DUzeEvQrdqiJPsCpOpMEdRP8NF/qGRAp0cCoZOzBDkJAkxARWIyec7SWLmJ9Hldig+asqDoNEeR5XsuCXv8xBJiY5OpnuRKV73C6VjCayYQNIhD4S7G4uhXVuRVdb42GpZls9c6TDKVSdLkfJUMGJSnuEbJpoF7GYdKfxBgBkQbGTfb2nsfi/EJsrK9Eq9WI40PMENyLe//99+PFi+futaVqmPMHPmSDRwOXagGhgGfPvlRvmOv0Nz/8q/jud74bDWXUW9rs/8//69/EO++9L/s7YN8FwcLlWNvclYLQZX8czU4/+iNUroDmyPq7uje0EZrnpzHup/aCpEO53LbVBM5jU9EVS5rYebbWAQgJQ5OQCJrcx8qce+RUS9wr1K1YaepfIo2Z5CxlQkB7ghnypZVY3djUxsPmCgxIEKPaJyAyR50FXQjQCjjliGHBVTYbIDRUZBLXUeJCWWse+Lso1x/WJE45QIQE0mzNqCS431egIcmkB07FL+WxdlNVXvbdZY1RYXIfZL9XjFhZX9PxkoC2G56pFZu8AzyOYAtVKeNgTirPL86VRHGd7K6UNNXFvkWPGkIRRvaMsgA7okQH38MrniRo2Lfgi4lhll6l2kY0IveT+S4JSTDj22pJ9/nRo0f696zzzt5wLhcoxDU66vlCspNmdroOyGmijU1iRvLCCBXrDrnThfqcer4asxsMpJjWvGhoCuDN3ssojAZx+Oa1AiXHurHGzHAzFpeXbE2ZnKokEyrJSAQ0SEoP4t6D+5qbhcgHMQ9jCxIrEiJNH7Aek8a7xuMQcsGrW+0SEqmWTCF41th3uM8kDNgVts+P4s3TT8R+Ptg/jGazrURy9/bt+OyzTzWKd/uOR5xAqJCl5BnF9xqS2NLyavRHA80bk4hxL4+OTqM2tyjZWPESSAArFX0W7YO2TD6WFFRJfDxV4JaHhPe0oNnwTFrNfuVU17wH0qMY0VUgfwsG3cD3/VXC1c997T+aCvj6UWYI+Fc600msnI7RTMhYMzSkPIaU0v4bv0LQ8+xszQyxa/aOqMeliOTKWRUwn5gFMRTPeE0a1UlBVRWHKvOphjIuLGlWSbFMPVsF5szsTqpTqeeqmUoCXaq69Vq0bakggX5LJmJloXlR9lM/RN+fVYqYsU0qX7n6Vw/5K2iDj4OkIZ+zK2AH4Ox5rL9rNloGldoAVtc2olxb0HeqYpbmMzDmpfuB1vX0HAoz2ZBeqFRVdVjspK4NwcQfqgH6aAQNAhgJBH1XrNa4eJgjbG9v64EmKTnYf5OQgZHE/89OT+MPvv+H8ed//n8L9ibo//EP/lDjXhqX6ffFVP7888fx4Ycfxt6r17IkRJoSFawHD9/SOEyj3Y6N7d1YXF6JISNMtcXoBf1Unw9Ihti/bLyFUZweHUptq9tGP5r5aHqYqH1Z9UgGLxIPsLxfGbh1PFK7gU2GKlGjaQg9+AZ500imHEqqEBlAjCGZF5As4JHKhrIIGWeJxIFrh4BESpRISuoLWpNWUwuNbREk5cdaDH0mFaaThILt7Ma21jNaYMJW/o+eZ5YqZK2yjvk8rh9ynQhI0FskyGIkQICSuEalpgqGKjCL7JdAO8bua6NDTsLA9wBvc20J7FT8IrElkQ1menmGdM3mmHW1TKueOzkBWQ1LM9BJtEd+4SML5fAMAGPyjzxDQOacPwE3V4j0tFEg47kC8ub9rHeSAQX+JMrDtYQ8RFJMMoaTF20j2O0cJ9dFVXKYcQ3qwN5CkH765ZdyOLpz566SdYIe3tWIeKA6Bb/h5PBIsP7uzrYUqphZtvuTjWXEDu9c6n7geS2yVacjFAWDj06XUUtaK3gotyX8wfXRGBYonFAWWPplXX+uPVU+945jFz+j6utIsgCZ7OT1i4jeeZwcvVH1ClMfIRvWHj3oP/mTP4mLltXt8qz58+cvYgEP5sterDK7XkJLmskPnwMJVhcRmlt3hKbBkVjb2lJwHTGKRPI2j5MUbR82X68Z/3iMjSQgOyqx73l/tFMYSEClMh+MJxVUFd+MBP5KcennvPj/WwH4yonOsJ5zfEzJzxUW8A2jOQpO2cHoa+jZV1jWMwFY8PMkAKfPGeX+czJFSMQwxhlsNJ7kNHMATgSyWWWhfEz5FOUOkxS4PHaf1aiAprt+8IsEZO/T6vum4yRQ8rBRBYgxLCH0KRzNuWl0KBG1MuQPtGlkgOAieGBq/ZgCsI+Tqtz9UI6MjXFpcUXzyyj0CF4NB+lpAOYJsjB+EBBhFvdQCkMW0MmLCFUSvHB1T/VA5bi8SCWB/yjm502RoNgQ2MjwKF3DrrDrOVLgQUaI2FyPDt7E4eFxfPD+B3F8sq+RndPz4/jw/ffjo5/+RJXR7/3ed+PLL58IlgN++/GPfxxbG5vaoLGhOzw9UbDY3d2NPpBxfSUqS5sxLi1Eq2GmLJsb2t8Xh29EwmL0AtIeo2fyrAUulQsmln5dqUMxe04yRTCmfQI0dtFgztNtBjYsAh8BglE2snzNyGrUBi9aw/XcdwXgzJifq8fCyrpgPAKwOMOjoWwXBXNiGL+8LMKQ7iUOYpCfCnxWRWQnkhNyJVjUwPswVaVgBQlO3wn7fqwxJBsP2JEHLW0qJfqXrA8MCAha9GZxfTKQ4/XCcWj7hBxTZZ6TYIRj1blGhAhwLE+CIusNmF+qUQ1kEc22zVWuxCvE1r1U0NCcv9SvzJAmSGneWZBq7tlbBIIfPss+08DBFsUgSbGLkrWaqcYIsht4NyfVM2lAp3YUo0msAQmmVG3iIHUx+SRb95h+u6YYgFXxBId0RyXX7cbjzz7R/0FqUI3qNFsefex2Y+/VSyUdsOwJ8jxzJB4wqbNco6F0JgssL8qpcU1YM4y5Deml93oKtHynJSYxCDGJE4SBAMu1qxTd289Bk/aQtKBlbhBKDPhdh97v6V6cHh9oXYOgcNMYd0JJC3j94dtvK6Fgr7t1a1drVbWP1MpCxhSwobl3rFGdG0YrrW5c9oeSs4TBDMKDt7b0oEuJQKdk0NoI5rSETEnKNQdymTWk2Xv/2Q5zEFsR4YFTU5R94W9uKOkrAfi6++BNZKVfV/S/6XPy9yuL/kZfdLOO8fVAlmHTyXlPkGdDrV936RWAJ/Ovdi9STavgyo3MkpDJWlAwTmYOT89sFFS5zhCmKHCCea+QwK7O2k4vTQq+PFDplzx8GldQ4HIiwsNVFKw9FPFH/UUt3NQToSeZkg4xBpMt22z+Yd2RpKyV5TPluWzREgXd1HvOGScPKot5bn5REM8Emi8ANbtyFjkMLGCIg1Ez5uktFsaWr9PM4YqydhKHXCnwZzZLw3gXEht4s/fKakzShz6TYtRPfvLjePedd0XqyepEXGcUpT784L24bHdjb+9V3L9/Jz7+9HP15Bfr9tX98z//8/inf/YfaRXAlCXgsoGCCP/7f/8X8eG3vx0nZydx78GDePbky1hcrMWH3/39OOtGFOs7EaOKKhn1XkEl+u3Ye/VCyk7Ap6hgsTHRy1aCwJwl+uBDy/sR6KgmWDlU2ppFbVyoUlSgqzAPvqogTAAEOpSAvWY2DWWrgkybjyT3CuWoQeYSBI3CmAkqaAzzu0wIOzk9UXCSDi/G8xLvILBXBM1eXDQEyzNLCZzKw0oAUxCTlCUSg4YxQSrYoAmcjDxBfNL8a8XiJJJkJRAm2zl6dZLEJKjAsJYxBP1ut2fcGnEySMsBRyrNL19ac1lqVhXY2H7eqIasSU3gAF0Bd/LfGXvhswh2QKjdbstrOK11EhsSMbseAa9aNAUtZNkdlstKWM7Pz7S+uI5qOCVCGy0VAh5Vuua8K2WtocvEc6Dyku0hPIcmfVUHDJnUlxNbnPbVcKBKl+Qxe3vjfc3jzXvon5LQ8L0ibmHEkDgBPDPwHEh8LHobquRBowjSjAIxbscaUkWPwE+5on7zkydPlFxyrnKdIvdOphxos5NwcD1cZKY9cNiPQbcv8lW3eRhvXj1Xe0VEv8Eg/uCP/jB+9KO/lbQrs+h83zuP3onPv/xC8+NUynyXZoznF7TmQTBkO9npxkJ92VwLmNALi/L+xaOZYEtihSAHmtd5p2JNwO5GlEa+4tKntxmJEKc0qaGJBuRyKwgG1fX5FRCfrK/wjeLRzW+eBOAcgK4XfN8sCP78I74yNpS+KH+/9IO/8QlfJVSpB5tdEmer4Wsn7dbvV0vffDx6rGfGnGQZp8CUJTUNW+R+qYNrrghn2sq5H+qm6vR8MxN7hg6WlvbPuSLjKE5OzrC2GI35oZDEJTOEfWm0Zhayjo0qrG97RonhUz2k6ley2WItU03TW0wPmgJ+QQEr0cNd78rG0gYLEjmhWiijvbysHqYsCDUjbBclkayonhE7kZJUQfDykONFZ1bznS1BtMCWqt4Z4em09T5GdKimpQM86EsAgAhJ7+xP//Q/jJ/+9KexhNVbGoEBmv7BD34QP/voZ/Hg/v2kW8smDHzlMS0FvWQjh33axXkj1tbXBKc/e/osvvOd78Qnn34iuO747CTW1lYVVNSbRWd6dSNqSxtRqC7GYFTRfLEsMPuXgsI10gRrl0oszTZfnGMRaDN7AhwJkvttbd0TqhW551TNRmY5ydFI5CuEWMzclR5x6nf72lsm0sgFNRgM4JrHWpQrFlL/1zaDEGTYKAkmJGjyMcbbd2lJ15rjGfTo+9syThW+NuCirhuCM5nTwP3JAhkQrajaxPQGlpddYUE6wBClSBgwHDGjuWL+Qs1iHshJshboEwPDCzKMgtjtcAAQ+zDcTZBGHMVCDSADeRqAnrxnxO1jy30meaCaEiGKmVM4FvK2ts60pGIrlpVkPYhboQ3e7RUCs0eZCup3c4zAyny+BElST1Ts8GSu4jGoshTWZBxQIAnw8ZJI8llGcNqChln/J0cHkkK9hOH87Jm164H/daxFfRYjY1xj9c4Z52o2Yl6e0IiTlEWAI7HmevIa3I+oNumtv0be9NZtJRkEWgKj7SUNY1P5S+87se6ld45CG9Aw16ViApoLjLQPovjVPI2jl4+j127Fy+cvbGOZrC5x+wISZ4KA1gfPEsnA1s6O2coFa42TCNXq80Je9NyIWwAZtRyLK6uxvLwueUpYz/MEXSR5YTjru9CLdl+cvVBtGhnEkAAmQx21XHwfFLCTVjTPMYRLSVXSD9bG9+uvhK8EYG3y16Leb6oCVoiaiXE5dmSTo1wBf7MgfHMAno1iOdBmhnT+N8sxXot3+XgRy5oR/MjQrgUAkjYyUGmuPFK+roCUvYRnWKdT4QBfk/wZfHtGe78GCZ8coGFaH7Cv69WD97/zgLhXO+hfinxDECDwMaNXZqwgMbLFplVJjjk2RC7GXmoWsk/s7ynBxpCR0w6zr3MA9noqi3mrACy5TxO31DNXAPZYBsd1ednSuBEwkQbwi6VoNs68SRXGGuVBVeoNAvYL9VjBq/f8RPAajOLRsBdvXr+KB/cf6iFlA4EVjeE7cCwwIZs8ryfDbpyfigDCZs4xS9Kx1dSGSiB699E7Gu+4deuWRhU++tnH8U9+8Mfxl3/91/H+h+/F3/7oh/HHf/RH8Vd/+VfxZ3/2H8fZ6bmMNETQKs/H2sb9aHf6koZEeIGNDe9flNCASLn2QI9Uu71eWzCfeAQju8QgsKFecIJQWZZUnsxn6i7TQlD1aNtK+otUNOrZJU1gVZb5z6pymSc1ZEsQl41fsRTLqxbahyxDEKIHu7NzK/aPDmJ1fV0QH2Iy3BOuIexaNm0+iwBHoiR2dxrFkzKbcsuhpDXbzZbdtdGiTsYhItJJCpBRq37g+8tr5HMN32AwVDVERc4GLclJ4NxiUQIYzMJKuAYyWgWzBEuMThpQasEkI3tGWegLM+qGTCdzy0DkEvqwjKXhY7t3yaRCa5J5bSpSw/mCOWXegFQsbOJjHSvfLZJY6uWSWBCgeSZk0iASmr2EO5f9pF7nTZ0ANOh3JEk51NjYYnzxxRexubYpZa9W4ywW63UhO7Qs+G91JbVTgE2Tgtj65rqSA/QJYGVyXvgIM97FMWZjDObCud4bEL3evFFFT+IkH96uoWh5J8/B1G7YOpPnEflSEigZVLhVAEHSlouJOCq1QAfg/aefxXK9GscHx0Z3iugyM2t8LqlLguWzZ8/j97/3PTHQCaQfvP9hPHv+PPYPD+Ldd9+XTazNSdY0G8w6zfDx5eA05iBvzS1GGfY2wjNzC1Es2r2KBIp9h2cikSYshTuMwHPaMTX3eRHksK4+65FjK1AFIxk8IWV9s4h0vYL6Rx2ABcV84yp4ElJv/KTcy72eaNwYgG/4BFWG/F6NCwfgvDG672Co2oVjUYaA6Vd+nYJ2CliTQ71hnOqrMXUSbJ3MmME5DdTTKzdNdqzqJYlNqtTkNmQGMy5M/ei2LiSlyDwyGyp9V4ney0EIYYY03C5Zt7JkGqW5nDZaqlolEMn/VxsXPeAV9F2pxgxH6rsT0UROUPSt6Yv2qXSt76pesnp1Q6uJIbhRn4+Xr15oI6CfBQGm2TxVNg2bmqIDglWdzFVwHgHBEqAIdRCLgLwYcyDTh2XN3CV9y5/97ON4+PCBKj2gQswTGJlhhIkN6c7d+xKf2Fxfi6OTY12jZ8+ext07t0UKYcOgCgNCwyyj0xvFwtJG1BfWoztwZYZDT7PTjgVs7BKDlrEqiHME6EVE/iXJiQKY7dnySI2s9bDsSyNLrujc3wR+LpYtFGExAlSAgHjtx8s9t5IWQUGzQ1IPYpMlKUIQoS6xDpitlr30hlzXvyGByu+YdwWetGa6PXmpSgl+BApaANIsljSjldkM26MQZzYyq49Kj2BO4FFVyr2XsIMDIgfMM0jfGLibNaZgICW4lXjypaFRjQ4B44Pa0B9PXAZ6sohtqGWSYHaN6WkNjpIPrCFtoFdVQcwBp2kBWh+5CGB9gE5IQSupghGgMVKABIh4BmvRilsj9Tbp79r+MEva2qOXCplnALgfkhNBgO/k89udhpAc1Nnop6OU17poBeYj9HZ5TmU20jZUzXthO+eWRLFSsjJcqljhR8hreml5ktBRPXOesLZJJmBaHwOlM4aE1KdaSJ6nJlhTncIozyOM6qFz3MmNiM/HqY1knt6vgTPblfaap3Gy9yT6LXSuGU8rxGA8jFd7e/Htb31LBhUyY7i8jHv37gmWh1vBdQZuXlld1prbPziUNC/renvnVszX0Ubvxd7rN/HWW28ruMqmsIz7Gq2/UiyuIM3qVoJ1vWHV26yBTQBNBgiOE2QPdE0Bx6QZ8SiQpuS5koRuHdk5P1cT+86vhNNfOVoVel1LUeaN+5tUwL9qbpAh4evfz+8nBKBf+ZS+7g3ToDZTyE4kK68HYFs0/OKfHIAdyB1wBcVmZ6B0cqk2VZxOI7T+8ImucpaMzIiuv533XUcmJknD5LMT1DyjbuUCPX9rrorHMSrOnhc9azOtsxyonJh6DghUZ/1OK7ooPvE6ZnXV63NmWa3MxZhxDRjN2RdYx0R1YHiUbB97P3qI8gDOBuJAfwrA7h2jNAQZg2qIqoIEgUqlh7wgZJtWM5br8xIzkEesxogWAgWtKPTi4M1R7OxsxEcf/Thu794SYQdGJZk9m/zzZ0/FHN3a2tDmiAUcVS6kLAI0ECYewnhBf/TRT6Vk9PjxY40ovf/+B/Hv/uLfxb37D7QhMa60sbE5UeXBlebf/j//Nj789rfixYuXkgk9Pj2LheX1WFhci9r8ciyvb5sgVS7H0+fPrTUO3Ni1BSH3AbN0qio68AS4HDAk0ZjWAYECghksYPUINVftcbJyzeo+3HdZVcqFKPVfU3AgkcqBmcAHpIdgh52HktKUKfGS/uP9fObW9rakO0lASGzUe293BJUCRQLn9gds7nDo3NcXYUyIj1EhghrnKkMShCvmaiYEoeSECD89dnq3mNj3uu5PQmBjfpcNX0hARRaSDx4+NDEvmRNY0MM9PTZ0mOa2MzRSkHWkRaBK14h/I6BlwlpOnDWrmxTj6N171hXym68910XPQLkkFTaOi2MkAFPl8l8me/kzkwtUUsRSj5t+f7cXtaqdsGCDg+B8/tknkjLl+miAcTASP4BeNzPSfCfHpJEoyHuliu0KsU4tw74mSbPADIGUY+EZQJGO65KFUTgHTF5kbjAex+HRcWxubIqV7XNhFKml+8M8Mn/me2EmtxsNj3yVivKthgBH4mwKlp9n1Lla50fRbxzFsNuOLx8/saxpmqE+ODhQAry6vCb2NzD6nbt3NGnw+WN6wTXdY9YbWxlrAzIjye38AoliRQYSHBejR+g3L0qzGjSF8byhUDuqWO4vyacmQNivVCQVFYBJcLPameUdEtE0CeCMMW5AuIb59zkcnExcnS11plHiVy8XC71e75eJM784Ev09q9Wvo0r96qfyiw7R33R97vc69Jw/5QpT+ud8dGbX5Wr3OrR+01tzlZyZ1g7EV2+Ds6LUU/1KZpNg7p/XsE8G6DkMT2Q45febfpJBev6rxDp0kVLlrh4t2sdsMn1cBtwnS6NCRONBtxOdFlrCVD+MU8zbMIAHIYmde2Ol2jIxhuDC2JG9Wa39K4tBOdTQt6G3lUaQ+D/ZL4SbhhWRRKqB+Vqbj9GwG6cnb2KhjkpUxJOnn8fu7i0bU4yLgsg8ymVW7scf/yz+03/2n8Rf/sVfiHX5xZPn8Sd/8h8EGwIP84sXL+LdR2/p78CAkIaAs9ksMSNnA2aumFlPrgWWg/SngPikyww0O1eX6ACKU0vLmzEqVuLuw4dmeCpooGONKD3VkseK6IG/eP4kVpaX9H5gP2nYJq9erhOVDYFPs8Vji07Qb6QiVaUJ+Qr4jF6X2Kx8rjN6uUpJZtEVsqa+ECnA/EG94KJNDGSwAIRd0fm3Wh333/Bb7bofyCZPgoMqEaQYgpsFLuwkRgDVDCYbecnjSmyC52cnUn3SyJoEIei1DwT/AzNz/ARdgkTWhSYAZBYyG/yLly/j7UfvWCNYBYtZDqwJNleQA0ZwGHORY1OC59mQ+bMCOnPDYo5TmRutEekrq9ilY+fC0JtHiAM/XBKO7MjEd1H9kqTme2QimBMUyYum/jKiIjmQ8932IwYpMDM396lXV+bj1bOnmvGl1cJ9AAESYa1KsuVkAhYy76GiJtADISNYsbq24gRHkJtJeBKbKBQEV5MsacqAAgFN6P5QRCvpmuPJLZvKYqqEnfRBLiPpMQTvxIDeN/dlrl5X1Sp2NIhD2sZKBRNPG8f7URq24+xkXzKTb17va258e3fHKnDabxi9xMd6S+eG6QSIAhwFeuBU+CQJjPmhZX50cqL+7qNH70UDJvhoJJnWwdgtA4IrEHSn6yQIBEfFkPaNskasSBjKJbStfZ2E1Fzj2/C5nhCxhSGiO9W5RZHChJSoZzz9md2if5VC9BsH4G8aKP+hAvA4aRxfj1nfNADPBuwJHH1T1P2KoMf0Rde1qWcD4vVcS5ZwY4YG/HOlj56irRZTCuhT/euv5llSnUqVq+O9A7tmgPMYdBZgp0dLby05GEmtajCIXrsRrYvjGI86Vp0p4KJjYlAZB6AymfaqZO7cPzapi94an2URfrO2iatUgNpEkG5s0nuqxGUTWJwxFjNPgePYSLXR99pxds6c4ZoC06uXz+PRO+9qHIVsXVVCEh85PjyI7W2PcOA/zGb+zjvvJvefWhwe2ucUucpvf+fb8a/+1f8c//yf/2cKOsCgBAKqkGdPgT93FJAIyIyG8DMYDRKLdFEVcguN4vklQdMr66uuSsS8XdVoxeHRUXQvYavbfev4cD/KFQgiBMuazlWyohKAcCWokZnhUIkBCkKqeBVAiaHehLAupMdHtVEueKTFCIeRGUHUKUGhT6iam3El4Eleqn7+VLKUZIrNkOqIDRj9XI4P+NtEp5JGWaQwlhj2JBdcy7lyMToELjgRgj8Nr/NaAjmVLyMvJk+5umCN0BIAxpTJAk5h1aoCE9ApRLJ80pDftOzTjK9GuTQjXtKmC0tZnw1sLu6DmcCqJJlzTfPvIq/JnN5a5gR0pEz5OyS7vb3XqvSzxy/nlslZHGOuorONI8eTK2buE+tEYiAcV2rTgBqoL642wCAWl+bj0599FAWmAXBaSjPJmBuIhNa8SOIYrBeGGE0UOz07j85lL95+9MCBMpl68LxBaOJ6MBNPbx/UiYDJOjFUPifyG/dNSQm98SSrSqDlevGcAPdrjXNPIMt1e7rnCGXINUpVrwsGGcuMI86OXkdx2InWBQItoA0gXo7SIvMNhrG1uR3HxyfxzjuP9BrGk+hjk6wCRzNqx7Wjqv32d78Xz1+8jPsP31IFjIPT22+/GxfNVvSGJG2DWFvfiG5vKA6GEl451xl5qoh8WBOcTZJL9SuER60CCykZQZr+aIaY2XMCVclWh6BPJNdUxq6YLUyknnGujq9DybkSuhYb/t4BOEd59za/JhW4KRBlSPVr/i3/+psG9usfj4nzTT+/7gB803fkFv8kWP+cYPwLLouvXsowv+61OQAbDk+o0A2sbr9fBqz+k7DxqWa21kwa+SWzVAbO5qFNyspXzLoPepCIIO701OdT3xbYNA3Py6kHbWCyyZF7e1Q+GoXC0EKQmpnn0oGWlCD2jCX1xKgOkXCkh8uh8juIQJCHxqNezM8VotPqy6ibnogWNcIAACAASURBVC6ZLpsLMBvntLW5EV88/iJ2d8iuMXEYacyHSoxMmwpie3M9Pv3ssX2gC4X4/ve/Hz/84Q81/gLxhQqNDRjVn4M3e9pIIHZx8egRY6m3vrqoB/LkrClP4bUt1LVexq3bt9TfpGIgm66U19UDpOI7PTlTVs4GcH7K7K11r9mcUOECkstSotp0E8cgizZQBdOvlkqUjBkYhVlVpY10owQHUjUkFnuZOdQ028gmkcRZUjHgXh5jPAoKQ0v9aXZ1KoJCoM8VOO/nGmNxaIlPVzaWMISZ70qCuVCMSIAqqZZoM8iQvmzj94wgqSMhgMNzplTZeaQIApOq/+SOJWiaPjlBAw5BCsROPg0JywgDXfUsEJKqZsbKTDRyW4TrynGZxSv+UhwcHsTy4pIsL+1Ry7HSc3ely/UBkbDmsJnb9ET5fo9fQYJqSTSFJITfc0wEDhI5EB1QFyE/eCkPmSU+jvOTU/vhSi2toIoT0hVEJO41AR/VMWBiEQuxuLy8FPLDccAw5nMh0S0tLuv/tF+ogMVkLphRTuXY6eIkxL3Fm7cbFZjeEvIxV4TvJiiyzvMYGkkQaJL6xnXG6RpuG4k5XorxoIfDX5whQdmFVGlHM5IY9pM8asV8PeIiu7du6RnjmB6+9TD2Xr/SzC8oCPA5LHcq4H5/JBMRdKvZS5BYXd/Y1gwwym5CFyCJDSPqjIPpejMLbfa65jbSpIf/asEafnTfaK9pj7KKoSp0mZp4TC1D1d4reW3STiiUYyxzh7K+V4IhBGfQhzT7LGQ+BYKpwx/ds78nBH0lQKYZVIW4X1B/T8Jgft3XAOC/7QD8iwPh1VdMCFc3vfEaoXoW3r7JgUkx82sDpgNw/rlplCtLXs4eytd/3kxvfMaAYfZzTZsxOUNBXSJPmfFowwpJS47Qc+6KSU21zDiFR5uAYg11oYKja6XenIVJrKWL04qZ2ry3g1JUjCXbd3j02hJ9jFW0cY0BDWfjqAgCrpcwR69GE5/d1eVoscEtLsXJ+XksLwD/9bURIul3eHCgOd+lleX47Gc/lXA7CcL+3osYjAsSnP/Rj34Uf/qnf6pzJCtndAkWNFAp2tGQb9iMv/zyS/WX5fyzUHc/tF6PjbXlWNrYjWa3H91BwVUyzjV1DCKwekNAwyIMCANQ6bJBY6yOTCBVEXGW46bypNJno5eiEyIOzHQKjXBmz6bO+2mWm1Ty/7L35jGS3ud959NdZ1f1fd/Tc5OcGXIoUpdlUbKwkm3Y3njXMdYbYw0Eu4odB9kEWCD2bhb7R2zsxmvHiQ0Bhlfy2vDGsmXrcCw5iiLqIiWblChR5Bycs+fq6fus7uquq6sXn+/ze6ure7rnEslYRwuDEXuq3vv9Pdf3MM3KmAXi/+vzRffCFZiGoKp7UXX3H8lxeKLmymZejXKOSABy70Uh0T1iOs/8zOkc+FKvS8PZrSbdLjDwdcOiLucfquDIplIe2dEowRW/5LMdcPx4A8MbJYjwQ7eAhZVKmOOQ0lM2Iy1lzmFtda3OfIQNx9Ru5945uAqlNykaaw8EMvbBM+U0KlDO0TNdtXRTUg5ZbeJdOwJY/shy9UqLOhPpT/N7b6X7+8CzrIQB3jPc04B89nkq5woQDh3qTQXe+bkZSyeSMgFpVlK4KRP6qN2s90cqWRuiePG8kbiS0MhvuFxQ4JfRRCartuvg0LD+OxLj4PgjAGQCdoFkShsUzOBQAwYT77xYYFBv1TLJjKuBMeph/wRH0MZK6nTtYnp28cAmacOIQTx73LCwJEzFbXlhxuK2aeury55gV7zDwOeQ3XR3K2wI24VGV5u/WBBFEMc3BEomJm6Lz88ICBwCiOgr164LZ9Hc0madXX2aH0M3oj09dGBUd5nPgwOQvAbJpNYcVzSDU0wiR3uaayGNBCUem5ZtdgUzlxH1Wf0OzI2eIwd31fetnWlAApCwKpUw70+c5zNu6WyL1L3ch7iOyskT/3oF4PrYu1f1HQWDO4L090gAvmvQDG2XWgVcF1z3C8D7JgDOebprfhBRme4nAEcv+t2Of3vO7epBog+FBSdauCOus1fJwnorSIj/HBYRB+SEVncdaE2I2ZBlEsilghQsHtlGseRuNARmKti15RXr7urSbLFhs2TrC5OWbO7S4gDQB8CF2pj4IgfQD7xhhDr6enuto7NdLyAtXz5H9cosu1DG7SdjL7z4gr3/v3q/gjXHzmJM5ctiGyF84aa+dv68DQ+P2I0bN+zw4UMKatJsbmq2dWbAsZh1dHTb5NSUZqgkBQQ0VK2YEXd0dIlHnV9dF28ZbV+qEMBoaDTjFsOLzQJIJaJA4URst9FbXxdiOarOsa2jSmH+ibIUGrrTM3Oq3rS4bVDhIMTvWtgSyqC6YuYbZoVsl2rKaS2AnvBALmpBAcgD3QhpTOd/UoWUJSxCZZFt6RQyVx7ZLGDIotKijpkbiQTUP50HVeVq27kto7TU4RYnk44MDr658YakbcIdkLkEAc3BYm79V/RnIFCamNvJNo/5XNBApmXKsTMZpZqkQmcfLKOcFw+k0OVhdkuSkcu5BjY/iIxw/ZwJkFDCA30noitFmtVuQkAwKkqMA1tRxglsD6BVeaOohII2OvcLsOH4lcvW1tEpjXPocRyXREAE5nRJWypSKljawpGLE8dEAuKmExsK9FiVkhgyr0ejGyEO2rferdhSy1ldI1y1kCIVn3lLkpjITnJP0smYrAY5jjWQ1lTlAUUu0ZYYHrpxYTuoFFkDSAxICnEdY16r+TdStFK6K9gajIRUQhUxRhWRQUUR9PhG0do7OnXt6ULhekT7fHh4yF588RuiB/L84K0M4pkHCF90kmaQ98xh17BuxCI0kbKu3j61nVGvwqJQdD2Sic2qpdCOllCLWUk4hS2Nabi2PAulSskSsQYlQbLWLAGmc6oiiQ7XmkqYNjrPE97KrDO8Oy4W7LP9aPTBvYtD9WukVY0CWKOlMy2WymadfsYFIWbvF4AFTKhD1dYv5ppl7BEC6oE++0WIHQH4LnHku60CfjMD8D63Zcfcd7+58u774nxc/7kb8Kz+3yJkaX3VLzNyLRwB7MZ/8UCoIqIV6S1JzbRlB+mJhAI5wu7MCAncBGBI/cwSQb0mYsGE2ysawE681Lyki4vL1taUtLlbVy3d1mdLK4tCRzMvAthEH4/9OVLVdXmpBhYWFwSo2dosW3dvtxyT+rrbbTm3poDDvx8YGdF8DSnLqC3ti1uHKmEq4jNnztqxY0eVMbe2t1u8qdmqW2gGu6n97du37dChI1oUpKEc2qVLuVWfU+Ks1NnhvNCNdTt3/qxmrLji0M4j6NNmjziZLHRsmzkWAQ5dXYIzXFgqLRZbcTaZra7kVMW2tXUK7T0wNKiqkgXHfXQd/AMcCqAOFaE0qwHZ4K1bKLpBBFVmqASowCReweJC+5dKji4BetCtrRaLOTKdYyI5SGc8sOn6NVZFX5E1qAA7rlNeLDADZQbH88HChs2dO15pvrYpgKvOjyoF3WDGISCDCUjcXyGgBaSKqhVvNSoIa6ZcleJbhGam0iHoUy0SSEjqZGcYWvzLy4tKXoTKV4XrcpX8f55NKlS6Epy/U5NQOgMM57QrZttwg1G3yjZnrIqwSmXTVhYWpZHMvSZIg2OA2gcnlutGWzxqvwexL1WOnDt+v1SKbJ92rZ6NIrgL15YG1Me7Q6eEbYIvGB07ILlROhgkcBhtcI1AE7sCFM5SJQGt4L/jYCSKW2PM5hfnFExo/xKosS4ksSHciG8bZtycCy1sKmHeA1rkVMCN8S3bWM9ZM92ZtZwV1tf0HZIHgb0aG6UfThIKZWz0wKidf+01JQqIihw5ckwuZATg3r5ee+XVMzYyOiLkNu8L1TAVeGdXj+XXi9ZCi1ouYI1KpAlwBPtsGqpis62urev8mZVvlFBWg97m77uUxMidMUIMBQ7XmaTYlc2cWse14HnBLzzZlFFnRrQnnmYAn8LL0LqmQ9bgHu1U38GpjBkxc2Sqff4N3emGSgXV+If/2dECDYvvjmB9j03vF2g9+D8InuxuO4r8Ze/8DLzFvX7uFowe9GrdrT0dCXrs3ub+Cci9K+D6YOqnt//572iH36Myjz7rQhweaHdcJ7WQnWclwRHnngSFrKD0JbUpH6JINzsEYh5joT4l51lVO0zMPGZzWw6WYUEr5hHeT1ojng3Vqi3Nzlo71oOtbXb5ykXr6e/FykCIWEA0nW0dtryyoIBBq5IWEwIHgFLQkIaPevPmTevr7bEr41esva1Vtm0Hx8a04F6/flPoZw4AsBAcY2QtWQD54bvvfve77eLVcdvY9PbuwQMHFNQJFhZLKchyvoXSpirOtY0N6+rqkTUbix4vJJcKSsy3v/0tu3n9hqoQ9ovDTmQOz/UiwKoNm6cF6S49LJosDqBqqUK4hhLS1z1wMJWcf9CQTiVtdGRUCQp5+yLdBPaDYlIsIdk/KiqCKq1uAFxSPAK4FIQdmK07txjJv6w4nrFYUpU/MzcWx5VcTuAexhDlCvSXbbcsAb20UAVQVABLMUMTehheMkhpVdoW5Dw3LYPSkXiq/twp+IXxSISadhlMoQtrlTEgOgnBBmUuvoOjFscP8C7Sod7We876sVUqcg2SWQidiERSlTRjBAdjOY2LtrI0ksWP5rOuhVxaX7OO1ha7PTGhCijP/S7TRiewtSgJPDh2WNQ1OiQs0OIRr+e10LP9hYV5BTXAXe2tAJLy+v88f9yfeBy6WMJVoyqbeuZQwQJNnmxKy1oSqViuJYCsSKhEgL7Ax8bqlPtBpU5iB9YioiORKLa1tSow0soFOayKTs9DXMGTe5bC4lDIeh8tNcRo+RaMO7SeW5GfOUklyRhdCZJclN6orEkoMDyB9hehrQG+MR++cvWqOPd/72f+G7s9cdtHAVKyYh8JBb8Dh49aoVAW8pnOFAkV3GTAZpLgDK5g1TKVcEYOWk3NWVWzKGIRhElQpK7HehWoc1EXBxzI7Ny85rqJZJO1t3dZY0NcgjvyNEO6l2vS6AIuEfVPKOvAS5dQDkJEBGuuvURz7hKA96t+dy+6DxuAd4C49ohof/cCcH0y8GA5y/dKAI7ufT3KekelHdyMdL4eZcUHdG6gA7jQfPbI7QGYmZlmaLJWdInAAjM6keWpwGiHrboLS7mIFZOBCmUxpd1XECc2q1YYrerO7m61oVncxDOtME9ecwnHckmCB6oSJZtYtrbWrKhHVCZUVswrpyan7NjRY1roaLux+MIPJtvnVCYnJ4RyZjE5evSYvfj1FzVLGhw5IJ9dWmQEcaoGYGYEAIBg68WKz19jaES7XrJa5mgtJxNaLEAFXzh/XtUB6Fm8f3lREeDgh2OiZU77lLkrFToVr4NFHHGsRVGzzQ1HugZP3MXlJS1wbJdrRoubDH9xaVmAssuXr1p3T7e8WQcH+23y9m2ZsbNoUxVzDQU8kXE9Ack9jAmYBE8WnK7uHstkW3Q9aAtyD12gg2oWxLR31nyE4a5aDu5xDrMCbJUWNehud/aiepXLl54Pnh3/fiQJGb1fVLocI1U34CwXDXGjEVqqBAfarVLrAvSGLrUsEZ3aJdRta4sVmd0XC9beDq3HkznkVaMWM88BFT5IeIJyHuUwM3UkuJ7IR/Lc3rp+1SoFV5zTMQksV7Sunm53yWpotOHBYQm+AMojoFB5zyBXCkq3ocEmbt/U3JltoGhFwkB+QQJEkoP1Y9SG51mKHIpoQXd0dTo9CJejJqws/Vp761+9A11fzW3haMt6EAS+t9k5x4iuNTQ8LLEXrhtVn+wvETUhx6bybmryJHOD57RqYJDijVviDDeJ21225cUlJX4kxhwz4CuSN8c15KVqR5I7OTHhY5BUSgDGiclJa+/qCiA50/cI/n1yRNqy5RWESlxhbGkZVbyylTbL1tnTZbGEC9u0NbvBSG5t1fr6e91UA431lbyj25Mue8rzyQiC52tkdNTm52Zlk0jSiSxlEzrq0CkrW1aksxGsGqFKqWNDwhtkLZn5Rpri3DQZQ6D0hgQp3RpS4P0q4LsF4P0qxqjaqv/3qF7bXVHeq8X8dysA767G9yNP7V0bvx4BuOZCtJdCZsgNdiZDdUlCENq4V6W/HTgDoW+PPCP6THQ/dwdgl6KMvij1fL3Uak8jPhE5N4UZsavqMJd0/V0WSQItD7bMGyqo44BsZnHAO7co/i/VBIpZcAZpWS2v8NIAonAVKwf9kKU3SHEHZSxadjIpTyXt8qVLNnpgWNk7Va1KrYYtgVzOnj1jA30DClAEPNrNLHzesoxrEaPikHxhMiFpPGZSiBKA2gUQgqoUx9/c6i1gFsFkKiOACD6+qogwWGjOCqRF4GCeRCD9m68+J6UnFnMqC95ivk9SoUorzBpB105NzggpTTDR8W6gzIRXsldpospsIXSxKjQu+xJaNRG3gYFBBW+10NvaZOYuqUNRRgo6N7bBDJQ2bFdXpzv10LqGnyuxf9yCXFOZY6eFnM40Cx2PrysVsbfbfR4qKJSSMlfqclqdOUJcEqU+X3Y0vgdoOg7b3RJHB2sWz3O16TxndU2QNSXIM3ZYhTYW13EKHMS5xF0rmWDGnI+OizoHPGskAQC9NgiYJIUptXx1zatVa1ag27Dbk7cF5uOHwE3QYOYO9Wt6kpZls7VnW2w9v2LTVL7QftRtADXbaMl0UvrLIHg1PujttWUU1xJN1tbVqeNF+YlgS1IE0E/2myH5kMY0FXbwG6Z7QSsbjjOtZKo3uicEZ7otPOtcRJJRbgr3zGlr2500v94+FpKpBzxpqtWKK8iVSgVhHaQGFSb5JFyMOEiY+A4JHXd3dmbW+gf6rLxZEDMiSbUXaHNU4zybBDyOEfQ2SQ9taf6N54qkqa+3z1ZQvctmxC8nqYXzG82jCc4oz83Oz9vRo0ctt7piC3MLSkyo3hmzNHd02PJq3rp6+kQTXJyf1znyrOfzK9pHLpfXTBadetrUHAu8/DLz4LhTtUj2oGox/69UHcznmJaEZs2q+pW4IN3rYFV9J5V2kY8w2tGNIQArefX1Vbfh9QrAbHMv9O3eIenuv92vvrxbQ/ru33mwFrQuZBREsAjc8yfyHA7MoHuc6H4t7f1+vxPdvDPg7zdr3z8Ah4B6xzFuX5daVRuAUryM94PQrjetaBD6ebutXKt8A2gH4/BIcITts2B6okXl6XM7MuF0wltbepzFF3Y5P+4EiyfoZ1m3VXFHcnUipUhxjAWykjgkkNNWgtOrthvtxxRyhT6DLmysacZHMJIr02ZFc2WqYRZWqkzAVwRkWrgE4CgYU+mcOPGYTU/PqJJgIaci5uVC9Wt6Zl58RA56bjFno6OjuvJYAMbkbtSgxZFKnBl5ayscW3xtiwrsVBN/+clPWifgGAKK6BFxm7w9qSRANnXBso+AIYm/cL1YMFmkRcsR/9Wt47wCc8pFZBYfzfLheJLB8xncdlKqgNyAgJY9vEeuOWAYriVAHKl6wWlGJ5x2GtfYHDHb3tEtbmpv/4Alk00O/AkGFDxnkZ9u5LdLZcWiyvVKp50GQgLAPeY8NIcWZYl2L50PjDdc0Yq5LfgDaDqVLaQaC9I117NIxyCf13NAcsK1oPKgvSr5RxkwgCzO6JpESQ4J3ODgsGaAVD9IJ3IPk6mEvfjCCzrHg2MHrLen21599awbRyRStrKas4OHDtra4rIAfjzvCM4QHOngCNCDiAlezrQtG2NCuVOZ0TVByQmryonbk9bR3qEW7Gp+TVXl0vKyrSrJ9ATFpUtz1t/X721fhG3KRdfJDpUYzwnnTfBNp5MK1AQ/gpDPyMO4pwJyO6ZZLlzjyC9dFop4LqNKpqQx5j7UaqNCvUqquwInmL/pOvCM9vf3WjxJYlWyxkrVcsvuZBYLaHveI641yTIdn0i2c3F+QX7cuI7xfAHCGh49YC9+/et2/JHjwirAcIAzfPXquDoZgNgAxvG+vvLtl5UAUa1zrLSbz58/pyp6enpK1CbazAP9fbYwN6/3sKnngLW3NNn0xC35ZPf0DSr5yGZ57+ko8U7kVDYwZ+ZZZ7xD8oh4idrJiMA0ujwrP5KFFV2NJMU9hbW+xeJeVGiNVBTeFYDroliEtnyQALrPONW7RvvSau7cw74o6j2qPz+NunFxfSQm6bjHDHSvGbDEuu8IwLta0HUZpBb/e3SlHz4AuylCVeR2x9upeqhzdpLKS/29q9kkhmvr0XWPW7krAAc/kyiR4pj34knXn8vuAKzMjn3pgrjFoEOfq7JUcwCWKzPRlnKZQadtuItOqJoDCtb9VAMnLyzeMrHfAEST1ALtlnQZZeoEi+XFZWXU7INFgpahaBYoNQVBEfyDtznNVAgJtaR52Wg9jgwP28L8vL344t/a6dNP2MLioo7Vk4otVUbNLVnLNDVbf/+gvHE1Y5V4/bqUiQqlshR6WKBQHBIYZH3dUtmMFixmvgzL5USFzGFhQ7xjKhUSh1deftmmJyfUjiUDP3f2rBYtWvCcF0GEAMLct62tXUhaWtUsDlTdEspHpSoRF1eTBZWnR0hmREzEg3YPX37ETV1bU1IDiMW5qI4SJ+hQPdIizDRng4WbV7QSC4EjGypmbqEWoETCmls6XUmrpVmLtp5CccmZ4bohAnNbZqBUnYVyQc+HwErra9ZMNR3MKOCRgmylGyKkNMkZHQH0sjc2bGFpXmAfta3hk8vBCF9k97wGVMbzynmrhcoMN55QQGZ2SheF+SR6w1j9kZRgl8ffPT3dOuarV67YzMyUtIxbMlk78+oZJWnoRTN/RHGKtiXGIVTwiQbnI/OHAEwlLnefLHNmBw2xII+NHbLF3Ipa97hP9fb1adHHnIDAw3UieCzMz2mswv2kM0JgpB3rfGbsPJ1TznmLMiRLStrsTXquXC/bgy8JGv9zK8u4ZZoygZ+/JdQ6gd1nqN512SjyfLZL4IY5OMGYY5PnMIhgGTJQ/XGePGkVq2wUxWhg7QL8BiiMoM7zTwKEUYqwGh0dOqaOzk67PTVVo+BJMrMZCiO0vE09fwtYk25tqUNBMnDx4kU7evRIcGuymkkIHabmbJNNz0y7Br412NDgoLu0BSe2xZWcPfrEU7ZWhrLLmMr1unmPhCK3mObpiHvk16GkJW1xYTGcZ0qzX8ojKGZoGPh6xu9RIHNvYg/AbmrjWuXbAWtHBbwjiKhkfpDwe+8gdL9buxuNSToUuzZU//ladRjOcTuY7NM2DhFmZ8W5OwDv0YJ+0wOwX9/a7PwNDMByrAlylDWbz7prfl8BWNff53lqHUmcAyCOtwjdAWnTEilmU9CGnNeqAF5lHuywf+cLewLHHzVwZOMHmjdps7NT+ptFwLN6v/GRL63ab2rNArBAfhARfbO52Rmhh8me13LQJ0zUHxbi+YWFgIZsqAX2yalJgZempyetr6/H2ls7bWV10ebnltXy6urqNTiWzGSZHbFwoDzU1d2vFiW8Y1EjQLIyCVcAwnQCMwFapG7BFhlbcK9ZTCdu3LJXv/2yLa2s2K3bE2q78wcpSKgpVLsS7lA2HtOMi4eE39NNwOSAFhzBnipPba+AgNaVCrQmrh3nLg1iteJpobGob2qhpJ3LNQbtDICJAOi+qo1uVZdCHSsZPKbj+g5zROgfnb29lmltV6uZ8yYp47UDVR2JW0jOE0ejVNKKJaflMFpwYQQHa9EdoJrl2jB/b8mmhQG4du2qBF1Q2aIaBfDjzw/exJ7YoUUu04vwPLl4R6TzDB+VmTIc1bLm/RO3JvS8ab4d90qVsQU8b7bPQj43M6vjUotZc1b3TC7Q/lcCsyUUNkYNVMGyb0wk5FUrPWkqJFGmzIYOHFBgYTwhi77mNn8mHEln6wUqee5Dwq5evax9E1CSCTjZ8J5Z3N3CT7S+ZMKyLVlfM2jNMj6R+ln0IvuoCJ44FTYJCtvmA4CYGrZcQtRBgI0C0lG5StgCQ48tE5ARdSkCKMmZVMDSaanXgXpvMPcF5r3fwhgBhTcC2OJibe4v9yeQ3E1NQoGDzShXN2USwbMyduiQ3ikEOWam5wQYZK24ePGCHTp02BMPM7tx/bq0BuAMI6Dzlre8xa5fv2aPPnpcidfMNEG9qkqaThRJK8cPFzqWarJUtlU0IUZebumI8QfJl7MXah7CcLA33OeaWT99Fq1NMn6AdumtaN5FbkjVHNvAfHorSIiqgApUloZNCZL6TakFtugtvd+I+RCfu1vBuFeAjT5fH4Rqv9tn/wrM4UMR2vaOj0Y7q68ga4VjdCHuOKK60nL7uu27j7tcn307Azsq+SAjWNvOzuO543bVKmDfiPaxuwIOWUuNBxw2GW1L7ef679Qdz/b8N2w/7MPtDqOvBfBVDZglZQmvZlW5BCpEkBKMFky1pb1MqiGkfaOghN2GbkuOKR4cALUQqABeUAWzkGbSGS0oVAYEIbbti4vZ0vKCpZNxUZNkSg7PuICQRlbVVFM6q99dunhOL/fBgwdVbaysrkof+tCRMS0uQ0MH7er4a5ZNdehlVoWYca4uvESy89wqVbHzbuH7Sk8ZTeJ0m9yF2B88TBZt+KsEB9qqUBoIBlQuoiGhFoWPbrmstvhffuITsnATKnZ1TT6pM7TDY41qWbqmcVV0GZfYq6qqjeg6av0GtyHNUQNPm0Vc2sia6xLSMD1HfCKpgMy/0WGgJRwBodo723Xcor+ks86VlUhD1dLNKIMlbGh01OJIVcIyY+UOQZiAyDpEUPf2ME8QKGBUo1Arc9Qz93k1t6Kuhh8Vud2WLS3O2a2b45ZOMWOFTtXoKOE8LWZ//mgNUuUDdAIJLRBSoPJE/5/ryrm7/i8ayRXLMxKgy5LOaH/cz4sXLmg2SOLGMyeLP4GRSPi4TinRcUgg+R24Bty0dH9pg+PYFMfVKa37TXJBQOOe44M7t7go7ADJb6YZ5DGzx6Q+L8pZIm6d35LnCAAAIABJREFUHe124+YNCVmAkPZnNi3+OgGTxFYVcKLRWlpbVMVG1XAKZBTJL7Q/6DHQi+TR7SItVNOqoHHQSgIugy5XVJDnWtIREigrGRfQDmyAngNkOYMCGFrmPEDsH5W61aUVa6LjgkFHuSJlrsXFBVXkPCuqtKub4tyDSUD4BE7QyMio6wE0AIpa03vIDB9nJpl5BF40SHuBrNra7avPP2fPPPOMnTlzRueBuQSIcEYnhw6N6dm4cnVcQiWABQuVssWSLn5CezyRztj1W7fskUcfVWWNSAh4BpDaKNhxYiQKajWTQFa85Q/ORNlloFjCGZfEK52JBJ93L26CsgdjV38D81ILwDtQyWEVvkdX9SHC7vZXQqFy5zb2qXAdtrGzCrxnAK7LKu67Bb5Pm/t+TtaD2YNdtfs+rprsyu5qfO8j295uCGR18pe1dAtVKrE69/jZ9fndx+kL47brU30r2mlPYQFUHHfKCdrRMu7eLImX63gGf/KcP+dKNTJjCO3oaFaleR/BmcaWvH+pZnnuy6pCULkRWAYXHFSyAkCIbYozGmdxpj1XsVJhXYAiLAmpaMhOaTW5BjDOSnPW1d5jqRRIXvxxHQDCIkwSsLGxYrGGjJ298E07ceIdohFRweVyi1qM2tu7he7s7nO9aMAcq+urorSsirIDtxZFRa8gl5eXBAaSBrNm3Q5wYTHl5aeKlZhCoB2hqYygwxe++EX7+ovf0CyLc8PO0EX4oe44SEnCG0pEAcI5JSkCQ3GfCJTRvUU3mYBCMCEAs664zKIv5iUpJ2WtmXZxIqkZdnN7i2gquDoRZAjufIaEgVZDU7ZNQh0geTGhoKIjOAE4IwADXnNHHtfiJQATpIVqDWIdVMRE72CZrqCQW16yqYmbmk3Tbo5Q0og9kIBo5giqeqtRbXV+qNxk0SeVI+cPu48ts+e0q0ml0mqvssADfMIsgHZ9VE1TRQI0E8hPVpwuTwkwSkIMksf04KvERuYYzl+mCsZmU21oWtJxBP6blLxwbxE4gU5X3WrUuELWjDGEXdJKvhYXl1Th6dg3N+3GjWt25fJlgbskKBLGEtzXjUJenRp+mDvyDPIsKPkhsYpDqVIrxJO+BsCJKSUVJLMkqcyDpf2cpkuUU6uakQ/JEuMCOLxcJ47V/8av2cVqeC/x9m5OYO5RdhGQ9aKSKgI/c3wSLhIfKZM1OiWso7vH+vrQnXYDBXTHcb86eeKkKmW6Sdyz0dEDomsxc2ZRGBocsldf/bZ1wMePxzWCIeCeOHFC1e/g0ICsLPE/Bq+AsAfnsbi8aD3dg5ZpanfVua2q3Qwa8RwA1CFYAh2YWWwUJL3J9WTmT0uaJIJ1w2l1vibGG11rvaqE0qtfN3Vw6Uq9n3R7AHFFFfB+c8y7toPvJyrt85kHDcC1zdQFyNo2wu92ttCD609U2d3vDPpNDsD7XcL7D8z3DsAeu3cnBj4H2g6Wu7bzHQVgBzrp/Q6BWPsHpQonUX7A0B5YpPy4IjvD6Chk1xdapVHlJk6waBUNDropbtjM3JQN9vdrfrW4tCIQFPuOABEEHaFjUS8K+tOJWKPabACZWHwI4LYVs2QqZpNT4zbYO2jr+ZJkIdkX89vcck4AsOIGknycV9Y6OrH2a1cbyrWSvQ2lF66h0Wbm5mxkZNimpqe0kCB6IR3joHFLZk/1SLuNf+d+sBgTdEHVcmUIbFRuVEwSFwl2jkIyM3trMDt//rz9+q/9urR2mSFThSFvqWCYdToL1QcLr6Qo5dRDm7PZKsFVSAEqJAQkHQRjVTIATOLIgOIV6zzTplRG+8CGEo1rxExoSZeLZac30ZqrViVOQsWAYQP3R4nI6qp1dnWLV9nT0ydLORY6VetbVWtua7YiwiUIbkjcHxDQhsYGiLMwo0N+dG4KeVKSsYqCJkhpFljoNwQQt0JsUPKk9h+Xno4CYDSum5yovFVN0kbwZXGkjUqrvqGBtjQTE68GQUDTRZHqVqB8cS09CIcqmGDM9ar54nqCyv7oxqhCTkLdClUwHsKJlK4RxxYHLJXJKChS7QP6gWaD6hIt5Zm5BXVTQPBqptjYYGdffdkmb08I1c22ovnu5mZJ5g48T1ReaJ6TlIiKRALA86YMGDlO5pSobrmblDoYqG/xjgkVzavrdDIeQJIBns22jnYXvQvWlU1ZBwjqvSbhRjBFI41Gy5CABc46M/+Ickingnca0KU8o7eq1tc3ILEQ1NsWl90yFNWqiIc/fuWqnXr8cbmScby837AAhodG7MrlS9bX3+fUpoB7OH78uICavGPZ1habW1gQRoNkD23yzo5+y61syKv7kUeOW25tzY4cPab1hC7EwuKSrg2JIMc60D8gqVxa5cz9b96c0LXi3aNrlUCLvlC0VLbZ0k3Nup+AwqiiJcARkmLJxioA14GIFK/erAp4n+izZ8O3rlW8o2sc/iMKvtHxC8lct6G7BrRdsWn/0ffdqttgIP+AFfAbH4BDK3mPBOSu16ReanIPEN3dK+AIZg9Nfnv/KE8xY5HKlZDN9YIeO2f0CDjQ+vQg3eCVs4IbleyaPFMxXiiWnZoDGIrFnPmZPq/Kl+rGjbeZkzpielXVOIvqwvyCsne1NimnGzYtt0I2btbSmpUZAi8/CNSmrGsq03aKxSu2WWLxLVm1RHutaEvL09bfN6Y5FedIpdPW0ap3SabtxYIybFUPIEdLoHlL1tEJJ9RbYQQc1H0wFGc2x6pIJxUhehZiZosslCzyAtFQNapK8Jbw9evX7Y//+I/tK198Ti04rhUavXyJgCjUJYIACOdXHZ0rVTtVmltq2wsgAyVHOr2bah8yzhLwC5AZLdFkMsw0E7awtKBqlTYf90gGCNIUMtf37exQ5b2aW5bwQgwt4saYFsDVXN76+gfcz1iazTHp90rBTO5EjA6YLULTitkG88JK0SZv3xJXHHAP7T6uI9UTgcGdtfxc11ZXXZbSTO3/xaWloA3tUEa190MrkMgE4AkqmWZ0opa497VkfhVI3fFWwT0E36gFrTZ0CMBieEpJ0NcLfZd2JPgDFmiobATBdEqUOs0ccShC4CSTUXAlKANyomPA/8fdJ79ekEIZIh5UzyRXhfyqnTv7qmhrbNflEGmXViyZ8pm9pEapsKlsg3a1nhkdb1z3CeocgYG2rwwVtlwtjBm7tM8bGmQWwvWNrCRprfu1bpAZRxIEe5Cedd5/1aoohFFhh+vAdUZXmmeMxClKCtkn7WKq2v7BISU/JKjtnV3OeQZH0dJiBw8ess98+q/sne96l37HuIH1ALwAyR0zYkxcOPbr18bVaobbz/Wem1u09s5OXQsByGKNdnPipo0MH7Jcbl0YD2hm6KjzfK6tozqX1rnNzc/a0MCA7tMXPvef7Kknn9S7SFJZLruaHDN/MCKdjGUqVVkXenJDMhu3RnkKwxd2HXRx6qMAXF9h6qH5DqrbN+Kru6vd+n3sqNL36UvfKwDf3/lGCty7z1C1WhBQf7AW9MME4PvhaNef78557i4V8T1FRSNP4J1GDTuueaApSZQh8g+u+0A9FzhSxwLRvFkuhADssypXNeeBC5lzEGmQqw6eo2mvDD1JdPEFFj8q4I18TohLFjV4rijUyPUGRSF5oVL5USmXFAS3KkhCokbjYvp66VcxUMhqcZXfLnrNlZIUsQTKwb1HqFIkMVfUUoRriFIXVRdgoa5u5CmvW8NWOswNkwrWcJSnb8OL7LdKtWxb7DOZtNV83nr7cYEZVqXb2JiwctVE9EcpB+9awB/u0QoH1TV9I4eWCBXOOUYCFgqym5uaQU/cvG3//J//M809XVkqtPdZmGU1GFr/cntx2zykEiPdYBYrZr7QWrJNtOgJILRRUb8yiVkAnkGtCGsGFkAEPJKBZ8uixTNKdY/RQIfsBisymcgwl5RIR1JBe2kJ8YNG6+3rV5uOBU1GEVRtTU0KCOxbtBtQwtWKPHpxx2J+CM/12vgNoZB1r2QpKPFAGR6QuLhPcFHXkyeJlrIQu8y6g02h+Kwkhkpw3KRdHRymgzEWy2jW64hjXbcwF4yqXq+EkSVknw5A8UBMVUyl6a1bfmJxE5qcQIS7EAItmNxTsbJoc//pqlBhcx2SzB7FHkCQBHoR7d4mdQRAEl947TXLLW1rWDfGOAafXctQQPw7F+IgoHkSAcI3a8kUs/YGa0xArfFxEWMbmANQn0hSeIfpAnDNAaGRHAOMWl/3OThoe9SnhAGQRSZWoSWdN6MUgFlq0QZKHMkmaGOU1iI9c9HDtqoCwVF18hyJxlYo2NjYmF0Zv26HDh2UYxQMA54fkq+JiVtSBgOrcenCRXvbU0/ZxO0JPcMrK6uipT391qds/Pp1XVMqbDodfJ/Oi4RQGhKiA+IRPr+wLO4xc+046mCVijW3tahVnow79xmQHd0ZAm5jQ9UWFqatv7/bWls7DRn7xcV5ac+PDA1bpqnF0pl2a0i12Ja8swE0ugHKnQE4LKL3otW8EUH2O93m3drl+wXgO88zCjp7zVq/OwPwzhZ0dH4RaGCfqx48S6N/vWMG/EABOCR0zEkAiTAjKhessskL6qL8uwMwCy6/Z5Hhh4ApAJYQsSVVtAgi0BaiDUVLDZh/AolBcW5dAnOLzxYKWsgly0cruoEZIwAsv5+0q3jJaetSubLYIknHgsO8GAlMQCOyGbMGW1pAuGNL7c6V1Sk7euSkXR+/ZL3dGI3nNXNigRoYHJIBAuhqgjEi+ZfHr9mxU0+r2oNrmltdk4we9I4EgJxEUosK58Jc2YU0IgAEYvDwVlHGcgQ0izvt3chcXEFjq1GB/qN/+mf2teefl1mEwGgEmHBDI2CehhCBWxq9CwowLBCaR7NQZvUtKgsW10yTtzoJHqgKsdCwqA8NDfqMsBGXpFYJG7BtqEOAc4rrBVvbcPoKVRfzX36WFpeCqlRchhUEJBITqhdm21wH8YKpyDYKCv7wR6GSoRiGlCMzd0QUNDusPU+EYdqngPU2dU2hhEXnSTLlOtTB2UuViaOKdR3VbnaRGKHA1b53MI6uUUBeK8BS0TR4ZSwbxoAuFxdb2wl2fgnvMqDuxSyZVn9UlQqopT8oL+Gl7QkJwZkWNUhcUZdQ5oLHzLgCq0Wr2vTkpCRMaaVzgl59wzFv1TXVk65Og8+7qaAJwHSOlOQSpBtioupJUS0Pta1VnHqSWCQvMY1gDqy2tCg13qUgEURaFawCQTNiLyBogdAOnRaq6Ij6xpiCGS2tf1q6qqKRmq0UdZ3x6uWYqf5lLSokdsKaJN+5rnf9hRe/bu//wI8q+QMEScLL2OratWv26PHjwkNMTd5WAktg5lo/9da36r3h/YzMSHo0b24UoKxccg9iulEkpVx/5r7M4Bn1cE94bpndCvOQSilhim0lbGOtbCurPIcLtrg4aa1NSYuJA562hirAvoS19ozYFqA+dTsCUOuOCvi7OQArpdg7oNw7AEdLUxSg/EXb+XM3BayoAt4vjXiwyvhuFfuDVsB7B2A/zn33cx8BuBacawjA7XOMKuAIGe0YA6948Rslc9+slvSQ+jFsX1shd4O4AO1a1+KNadbjPGEXIpCqVs1xB7BKRpWVjNfREgboBTcy7/QIvicRggiIpIWQFnHBjd+Z/QlYhuEealB5q5Q8MLMIrK6sW19/j6qFzs5u2ygWbHbhqh06/ITdGL9tY4Ojdv36Vevu6rCqlW38+lWhnadu37ahwX5l2DdvT9vx0+/UfI+Fg6BLS7FUYmaGE1HQVU4ntViK/ykTBFdxorVMkKP9yHnCF4aSpLkSAVISjookmn9+9E/+xD71qU9pIYAjq1a0bpNXI1SIqkwC+jnCCkjvW59BncurOdGmBA4rWVcnYgll6+3hemyqE8CCTeAlaeJaav5oJsGI0eEhtXOhGgGkOXz4iNDOzPk4B0zYcyuLWkgPHDgo9HRbe5cWOhSFmM+z4M9MT2v+xjZJkKh+zp45qzZ+ZB3nloz+TAFQE9pUKFQ4wbg2elWqECoRhUYHjQValpyhhD8gcNIadyqPAmuY/1I5u3iMj/jUUhTght/556L3S1VwuObM07Vv2qJqw2IcgsZwUkkbiQwgNtG6GI1gjoDpg4IwrjoORZN6WFNGs1ZGBXMzM3bj2nUlJhwT+6F1T4cAXIRzUR35zH7gkfNOtbcBkGvSOwFMr6LRkHeYSDoZBZGMQh/k/7tqFiyGTXU4Io9gEj4AZe6RGxNnuYQtoTjreAUzniC5JMhi7OD3hWc5CuZ8PpGMCdFMAsZPYI1JnIMbQbVKwKTjhQId7/ngwIC9euaMPfrIcSUct27eVAeLrhd2hsh1Dh0YtnMvn7EDRw7Z9fGrSgrZxsHDh7XOI7gyN4f8a5ddujxup9/yFsnJ9mNigspXIm6T09PqTDS3tSsJAFQIJQ+cBJ7omzFa9uu2ND1pq9PjVi3lfY5f4Y6lrK170KrJrFkia8lsE+0IpHrvgMfuF0G2f/8QX7n3Rr/zT+wL7LpLoNmugHdXt3sF4Lsf4w5Zxjs++mDylXfb034B+G5B+85/C8dTdy93fGbHPd6pJBZ9bnebe6/9RwuPq2+4OAHVDI4p8g/eqtT4zV6V+Zn7zDIyvXaXGxYbgk65gFWfazszt2R2J61WUKPK9B3chdEBL74kH5GaK+EshLxiXO1m2tksVPK4ldMSDklw+ZgjQyVxxay1VeTxeixmWUs1wY+sKENnAZmZX5RUJdWdAGLmIgaZlia7fPmiNWFkAPirUrQDBw9LPD5XwAN4xUYOjGlR5VITiN0rCkMH5splBVmOjePXQkdlApdXFQ6LuPNc1QIUQIjKzTVnZT7AdSyV7N/9239rL730dQdiSWvZUdVc6+1EyZMxB9GEoIwISvQg1j0P8tUNM06qYqhJLKxUMLjMsAiy/dV8TrN6Zr+LC3PiXTLHm5mdV27LYkfHAU4tFBeqLIRGrNpoI6NjXpl0dTuIqAkjgbSqF7lFVasyvICec/bcuW3Qn5CmVKru2SwBG0JtQKB6gAxAKlWzBGS3hou0jeOqeqPWMQmNd2jYrma/wUc4fC3wfd0RR8h2Z5343Qx4BAV0tyDS5x0x7U48QinXAnDS4qmEZTPN7sEMOIvODhVx0vWGuUNU9a5/jKRp3mZnplX1kUDOzs2qWyA/5Bj3B1cer7S5LwR1kiPuNy3qVJIA7AkcqHiEJKA0gYQmaYVfTfDdQKQlAVsAeU+U1tz5h9Y5M3aAYhwP/FmEbQS0khiOd46UxCViwd86692d8Fwho5ltTquTwPwVPjZdHZIvrhPJiEYIVbOe3j7JdSLMwfs8duCAXb582Q6LMzwnZHhvb7fmwszPkaHsPzhik1euW6q1yZLWqOp4bmHejh17REH61BOn1e3g82fPnRfKmv3cvHXLGhIx6xsaksLdwbFD8sPmxfDkjI4Gejox21JXoWRNVrZvfP7TVskv2vLSgrW0t1mmBfcjOODtFkuO2GY6bpm21u/DALwvyvnvQgCub3s7Qnmvn4cJwLu3UwuWQT4tytZrn7uPAFz/nUi2cncQrg/AzuFGZpA2FpQgNJ/rAnDdLFnzYfFTo6ACyMX00vLyAy6imkVDGdoI6FGZjUf0KJS2pPuad+pNtKCiYyw1LJf0Y+GT8Mhm2TZL+OuuWUdbi0j8zFxBQJeKFcvlluzR409Zobxst25OWUd7pysNIY+H4EZnp9CvALBQ02IVJmsmDE5MTNgjx47KJvHWzVvW3T9sMSgocDBRKkKUIdlk8ysrkrSUYEVI/TX7raCBXVK7UujuRlezUgua88F+TUEhUtoBcdkggFZsq0EI0f/tV39VycHy0mLgioZnq+4RcxeY7V/wNMrVquZaFdDtoScOwA3RDgGTqG5R4YJERes0iZwoqGVMIzKqxKSdnaCydUtHjrm7u1Ot7KamlLoVBD5MJlhwURfqHRi0voEBtcSpruFBe0t/w27evKXK89y58169EuRUlXogdPk/p34QHMPwe2fADbZ8qhD5gP72wMyxePXv5x0F4Pr3z4MpeINAN6EcVgXu3/O/fYbg1SExrVyjLMUavB0JitwVpFx5iW6Oki6CGrQwKtYEMobuBgVYz5PJhGbiUNmEWi6X5UUMQInrHXUjSHY0+4Uyhb+0xFWS+m+qOZI+Kj3EU2hPozTHcZH00UmANgTwjXtJBytCkIu2Fk8IqCSTAf133DYKTvkTl1wzc1THnF7njkvM9wnOMSm0pVKg6gEmuhIVnRkCO8kAiP5UMiMuPqpzJBRTMyR0/Up+z6IQl83a6MiQeMRQ0VAuQ1Rm/No1WULSmXrXu99jk7duWUsWGtmaA84SgNlapHTX3YXhyoZNzczagbGDui6tHW2aAQPeWllbE6+8WPIZvFgECL0EbXVsDsE4aFRVKtjM1dfsm8//Z8vlZqxnaMBGxg5Ye2uvxVODluputwRCKd93FfAbEIBrS9Yedox1bYP7KPHrdaffnAAcCXFEimHRQW4Dn7T87FiYd1S+YcG+/wDstnvlct62qhuhKg72hCF4qnkYKmCqVVXCsp6DnuPgGbJvqeaUXXQCfp4fqaJpaHWjDVySiXsqnVTmTfuRli7fZVHF1CGVaLT1tSVr3CoJKMWCBhgLPiYLJxq9WB2efuIdtpZftP7hMbt9/aZag3j9dnf1aD9nz75qRw+O2gYuSy2umYx2LdXy/MKS5my9vQOSN8QRiVkniwwLV3mrYmtrG3LEQVgjWsA5dk6KxZKEwud4gK/cpYkkJFroQbK62xCqO94blTPLVtVuTUzYn/3xH9m3v/mShCv8HgY5tRpa1/mkXkW7jqvrogeuMPNHcZXD94Kdnbqt0vOPKufoTrgIiA4lBCO2DheUhc4nPNt6xQJ5ST0K4wo3kvDKKmWPP/GkZbOtNj09rfYomt3d3T2qePhdJC+pClWjhSCnKdCZdwUUTMM81t1pthWJBKhSVeNBNxq7735powpaVbOqWv8TtZm9pe3Vd63qFabRZ8HRfFbtbbSRN53+BUiJ4Mu1pZXLzNLbzikFLRZ1gqT3vBtUAfPscf83NkgyYQds6Dlcy6/a3Oyc09QwQsitqAsBZcZdh1qd8xpayGAI2BbXjPeIljSIaalrCX9RsnKlKKAeAD0AWuxXlKVwrQAKMpOmLQ6oCkCcOiV1qPHIyKMGaeDCBZ14jBdWVpbU9lZVHN5T2XYur0ggZ0V2oi3SyV7JMffNiEoVJRqAAsEM3L49YadPP6kxBRTAQ4cP2fmXv21DRw/bxNVrtp7PWVszvOykEg7NvivIXLb7u7y5JVoUSdWFy5fs8See0JlkW1ttZRkHqnZR5ehiocYlPQGpm2lQbI2pNtlzJkqrlrt2xr7y7KfMmpK2li/Y4yefsmzrsMXbspZsa/7+CsD1gKtIUYsMf+dPsMvzJeOuQVNLWPiI8lz5Q+73c7cW9F6Ar2g7d37v9ayAvVHpZ1ofdL0d6dVNFIBrMp91VdIdaOs9T9+1oaPv0zquFBG38DaW7kWYObtyE5QjB4xEaNOo+mAx0HEFRKdE+pFFDFFAxx1Qv8yuIlqF+3y6Xi6tWC2yFdrOXonHGktWXsvZ7OQtO3jkmM3P5eTlG0/Gra2jTXZ2mAwQMEAtLy4suRcs0nTreBQ3WzLdaLn5aVstmrUkq6I4NcST1treaWXa3FuN4gW2NLdplpWIu0jB5lbREmInZG1TIBtXT/Lw5Nxd0YRkPsC1qajqdRu9gu6b2wISBd2JpYgCUoI5ckyBn0rtwx/6Xbt09hVbzyEuz31HtDlUe4oNIShRtzDXDDNOeZ7uCEnQoxxopJm5/mbN9PZuFKSZIUfyosEDppYsaKSgwOXnxx+CkMwvZGzvBhwcOwczNDIqTWAch6gGUVMC+cp1jIQ1as+vR8Tgz+pzXLWgo6LfYeC1lnCUwERqRvJ0dbO42tMc/bcnJlwRKmVvXyvIKMj7brl2BCYvqP3dDgVxTawhWltE+cJLFrWypAMASbZ4prkO6BMzpiAJUUAOVDFOhTZxYd2DIWpuUHg4zvXChjoFfJ+qmKCLDScVMHgHAlg0e2dsAxhKSS7mCtq3S3Mq2RCLsKoWNB0fMRAAPpbLrmUeci2kYUcPHlT+JqcqKIfVTQUz7quCOfrUyaQDHjH6yOCUVRSHuaO9TYmEgFmbFfGAeb+as62iBqGSlV8v6n6Pjo4Z4ClMMgBFDY0O24ULFyTWARWJijlaIzlnOgozk9PW0ddti3Pz1sBxrefsGy98zR47eVJIZ5I5Ehg3mACNng1qcpuSkV1cWrSllVXRoJZzq7JIfPqpt9vk1JSU0Uh20C+nC5fItKijxYSjulmwv/7zP7PuOBxgF1WJxZttcGjIEfPfTxXw7gCsZ+eOiHk3FPTO6LI7AEswYt+wfR8BeDefKlQIu2Pa6xmAq8y2BJDaGYA1Q6yZMQTVq2gB+w4DMBVqpbyhNrSCAO1g5jsCBEE1qni1Kl6j0z18HXOEKwuuWseo6whAhbk6C7VzWhXUQ+uPAAxwiVml+7G6bR0tNk+x8AvO2ez0uLVm0pZsahN4orV90DLpFsutLaudnM5CachpX+vrngSQMUtjuVAQmGVtY9XimwUrbCWtJV62/GrOWju6VNGsroH+bbOZ2UUFkpXcqh06fESZNhU5pP50E2hVZCtpjftix32QShLCJHrgtuRXikkBPy5ph7VdQowuiSQEpGya2V8cXV5vBye3yvar/8v/bOX1vKhWukaRFroCElWiV4xcHC/yIiqNB1fNOAO3VhVeCFLRM0nVEMWtqML05yuim8Fh9nvNflwytw68FPFrg5Qje2B/IKcF7kH/GrQzoiXygXYvXgVRVbV+nFtBDSOqwKLGMv+mIwkVcP13oy5OpI8dtZ9DjAkdbH/DBcaSKYonH7puUUWtwFtH96p/gYMLUW2/IREQOIt2NvKVga6EF7XPgRN5O1XTAAAgAElEQVQWiwBZcInjqG3FlROVCj7yyC1jtrGqNi5JKlUozz6tep4dnn0qQjkywYOlfQrNJshkMpuXHGxQ99LSw/mQjAXfbrSW+XdYAVTIBHZGQLAMONue/l5dBwEgQ5cKmQmCPB0NUeuCaxcfYKZfpFouIaEJut/tPvVMB244SSXVqVydMnSGkFvFi3nQunp7JQRDwgoegBk3POBvvPQNBUUSVN5X1gtUu+AZcy3XaM+vzCtZxrFremZOn6PSHh4ZFfKZ6w5Isr2zQ8pYvOvgEQAfwhVfL5Wtr6dPLAaOmzk8SGpa/1TivPMcFzSnxlLRPvXh/9dKxTV76m2nJXmJ3jzJ9PdtAN6zUHvAX+4GfX3nAXhXCzogOd+IABxtEwu5NzMA+8ILurZsZWzlNos1dxxvOzvQSiL3tFkD2ChCSRP7QQozJ4qqrZpxFX6nQUCC/RCMCJAsOsx4tXDipCS7vrJkKPO5RVtZXrC29ibZIF68cs0OHjoiUFWigQoEM/dVVcLQcfhebnVDLzKONWurrqDknMhVe/H5L9ojjz9tDaWcLc9P+lypVLEjj52wrWJZHEaZzaNJbGaTM/PW3jVg/QNjtlYoKvA1NaNLDQCsaPEUiFE6W3GJGiiABCSz5mtxhChcjIRfI/nIRphbNXD9WMRTaQ+cmwW7fuWC/f7v/o7m6boXiOZHqOBQKapiUzBwGzUFIF3kSLbQ56yqKtVu3Qls2p0gesiKnHhCdRkEIxzJHoIa25Igircg64M6ICTqThkoCHjWoIrOOc7q0WxDJsQFh1YT2r4ESQVyP06AWVGb3Stx3xfJThR4PBHxCtbzngB8C58lGdD3AsALdLKs6XQuXtF769v787XqPPx7dG6MgPieI6r9mnsbHToUFW9CWAKcpah+/bp75U2SihIYlKH11XUrltasrMTWwY3IZYJU54hcMcqTLpTCoBNxTIxi3Hcat6OCQHC0dKuVqot4lNxAgY1oXMLxxRtss1SR/zCBkSqbCheXJ3efckyAV8guPgKXGTUul5jnuWVGH2cepc/xfoIbYIYLMAzhGtkMNrfawsKiNaOY1uidLir83v5BgfrmlxZV0V+4cNGeeutTdvnSRevt7QvGGgADKwqkBw4e0nsvk4Xcqq3N37apG1fU1kcwg3UGqdjZ2TnrGxjU/uHrD4+MiHe9hrRsT59NTU5ZW3ubLa+vWzaZdmerdNo6OjusUOQaV6SodfToMal60YlqrFTslS9+yb7xwnM2NNRv6WxGnz9x4uTDBeD9fGIfMH69/h+/e8e41i7Z62N3wJ3uU7oy+t69m9V7n+4O0FJdBcwCWDvg1+FK7YVQZrM7UbChSgkviQfLMCqsvx57IKcdL+t6vvU/fhoshNsVtraL+XqlaKVgPyekcOBjsigx7/RWmL+sUcXE1sg24ZCKbyjRBd82fwB68DdZPwsU658omQgYYH9IViq5PZ8dtTSlrFRcl3Yu9KJWDNpZODc3paQUoYKxNDtx4pRdv3HT+gb6hSoFfIV9migZtNWrZZubnLCewRFLbBXtK5/7Kzt54lFbryL13qDZ243r4/b46dMyEwfV2tbZZxsVkJ4Z6x7oDy1E59ISYEClCpCFUIls/uJBRIIgA7cyaMpKbhJDerjMmIfDWKGMRenIXYoSjVt25dJZO3/mFTv70kvWSKcgqh5DBcwir+pQbVyvKmmnIk4RBWDmbgLcREEmChph9qnAFXiwtZnslqO2o6FphG5l9OARHuZREKtXYAvz2BDkKZUlFFJLBjQ0USs+CoTRwMSLN7fxjAJlgGiFz25XqP5ZD7LROCpKg/k9YZSAzWEyT1cA1KXxSp9K21vPTmnygMvdrkum7zCW214t/LtOS9qurB0hLeF+nkWef+00cIjZF4YdtHlxBivBj867VKQsN1GcAxxUtqra01SYQeqxUrYyHHz48UXcsaCXucoXSRxzXAIWDQta/ZjWyy86ALh45zBtgI/L+ANuPYGNd4AA7SYTLmQi1SxRvFB/axJQ0m+3dxCkTR349tI6TzhegWSR5FliOiSQIKDLZQEXESMhkPM7pE65zhynKHn5NXcHC77atNkjCdSz58/ZO9/5Q7ayui6w5Csvfs3aMwn7q898xn743c9If1pdp+BQNj0zo4RscGjEZmfnVXEDCMMqEoZGI0I1gC97utUBGx4atum5OYHCVpZXdI2HDx0SrqM5lbGvffYztjx7y7a2StY/OKDAL1zLw7Sg91vMX4c48aZsYi+RkTta0Q9AtdoPsHE/J7MfdclnRnekBfezyT0/s9892xNQpZGte7ZGPzu+H6lX1c2N3f58O9OPvrc7ANcqAS3+KFIVpLcbBWAXRYhoMj5DJAOnrRxZJCrQQs8gg4aSIcQwi617C0Oml76zFIdcUlD0i0Z3guFlBUjCsnvr+jU7euSgeL4sVNIyTiUF7IHGQNBua2/VQg8IBJWq5pZmeaIuLCwrW0dpp6U5a/n1NZvFtvDwUVudn7RYcckuXXzNMu3ddv3iOevt6rK2rm7r6R+0SkOj5QsV6+odsfauQWuIp0RlQIkISojOMZkKAhtkRCysLrjPo4HilVfDtJw9+cCYQHNgKjCoTDJw8EWFH+7F5lbZbt4Yt//4yU9aKhhl6N9CRUtV4ou91nstcC6zyEx6u+qVKEQYDas1Hea4LuwfAlEQtnBgWAAmkTQpULtsIu8iwhdOGWJ+6qpRoREuBK1UnIRojn67/YhHla+UnAIFyYNtSFoUtAORl62GfQqoJbqQB8MoAMtKTgW4h1APwHK2FmjKW8/+t/Ydw6vbRx8+Vw77qxtGbb/LUeCNgrO/M7r+odPg1yRqa3NBfExGoMdYwlvb/j+JylSg8lS8LQySP4CaFHxpPVuDKlRxvkuIXhQEqIKHzzsAolnVcj4v5TNUxxCC4R3iPUEkZXBwyDo7O91coblZTIH2jnYJXHA0UmgDuyHRlRbNT2krcz0iAQuAXegga6yF0hj3nWR50zWnuZqSWK0ioZnyNjY4g3jgDOv/JwS6AlvBmIXKFDYC7XYS4Vu3b9mRI0fshRde0Lv8xOknRDF6+zvebh//5Cfs5MlT1tLaIZR0YXne/vqTHxMjoqOzx544/aQq2VZm0VCuiqDAU9aBtGUyrU4AyRygSsCVB44ftdtXxq1UrVhrW4ueFGhL1B+sV6wr2JJWE00Wt7ioSf/X//EvrCWTsFgqKfrTyZMPWwHfZ3X40NHi78IXHyAAfyeH+/0agJkDq/1WdaF37AndkxXOLMtd4KMGK0EJc0To6KAqFLXx+L63Qp1X6fScnS1MXmYXlKf1tqkKAa4irb/5+RnraG2Vag/OOa0tWWXTOBShvywXooqbk2dbWiWTB8EeoAiZ87XxcTt18jGbuHVL4h+jB8bs8qUL1hJbteXlnGVaOyy/OGNnXz1jLW0dArv0Q68ZHbN0e69lsp2WSGZUtWK/xlSel12WcWGWLV9llVz+tNHGRgWMeWAe15oSbcC4UMNUvStreWtubdXiUWuxktw0mEGXuHr+Nbty/jVvMTPDVBuU+VvccRFyQgo8Wbn9eAWs6xqq39CvrVWAbCuaAW+3X307QhlzXthISriC6i4glt1A1dvGBOAI0KTwD5fK97l7bstxR9ZwCrIBpe3taypggrDT2Hyg7QHQlYkDLzeiConLuQ01c5kOpRy2SQUcrrmCc7hAUQDe4iEO81KvgMMF3NEeq8OW1GX70XPue/Y/4hGH7TUCKtSpbW83NJVcjCbwtmUcQZBVx4QnSLB0+Eo1yp3zwCtWBqewsSq2AF0i+PKMgzbWV62R5FQiGlTIRTmQMcckKZV60xY89w3r7+vVfBnAJPeWcRGzZwK0niHEQHneMCoBCJXOyIpQiXqQ+pRGdJCVBe1QYNQTnJ3okDjK2ZM+cBwgwqmiMWaAlofMZFdnj9S6hqhUF2Z0zFTrE7cn7fjxR+zGzZt25Ohhu3btihUqWzoGxldT167ahz/0O1pnsB0cGhq2Q4cO2fDosBJuMRb6+pQEg6HI53GJqijxXmXeO9hnDfmireRz1phosKnpGXv6qbf5OxJrtNzSouh28TRymwlrziTt4x/5kI1fPGdgM3hPDx8+9P1ZAd9XwLyPAFyrDx0dU0NZKqOudZl8gduvRf29EoC99XxnBRzVF46RqqMzsTioFe1uKI6aZI5ZNoPAHywNpdCkIOSVna5tsObbHYCjlrWqYkQ2JALvIh7cHFqIZNsAtxDZSKUQ5HDzhfzyim1ubEgyEZUcuIUs+EeOHJbQP/q8BFtQylChyMChKgHskAbz+rqCP5U6whIgo62Ut5deet7GDo7Zt77+N3b4wEHZmq3kcgoo/QcOWWMKWcY28n9r7eiwHO49AsrQykvpORLPEMEQn55TxiohYOFbz69YCr2EknvouiBAxrItyDxG9oNeldIpYFEk0QHIdObbr+p6+DzUFw4Clc92PUD5jNMDJ9dAFn8R4KkmblFnMB7Qvz5vZQ4bgm34bz0HQSlKs3AFwBCc67+roBkCUZi7qtKX9ep2Z0bgwfBCO4MqQJH14PlUVw3tAEOO5rrar+98ezmoD8A1dLMrT2nT9W0yfZYZevhbmwnBXluOAmq0+fpuVsBXC7wV/r0BlPw2UNNt5r2pXtuSWg6B+ySVKN4Xdw1zgZUgw7kVbcuPPAJYkthWt2hFo0SH1Cu2jd4t2iqhrb5qFbjEG9CZkJ0siPvLZyUfS1XKtmVaD13I+eckXijWgVuIfL0JxJKDJVlOpdQ2bsIZCIGUmFe1jJbU+aBVvVmSxCj83LbWNmEsAN4VS5UwW/fnnw4VIxbMTKjSV5Zy4hSDhWjtaBUKemTkgPycEdqg2mbeeu6Vl6xn6IAtLszb0cOHrbyatz/5oz8QGOryOJ7SKesfGLBHHj1ub3n6aZ0H1KgoGYY+iKxsb0+vvXLmVTv82HFrTWXs0pVL1tzaZOdee9Xe9yM/ZrYVt41i0YbHRu2rX/qSPf7kWy2eztjSzJTFYiX7yG/+a6l6cf2kvPf92IJ+PQOwv5Ou8BT9RDRJb02jpOP/slcQ/l4JwN5avjMAezLilJP6AKzMXSsLnF2UqFhMSoaNGr7Bfl1AR7she7RQs7BH5ggCcUgVaLsCVhBibgzwSnGbIOSUEwArZLEgMhuqJZu8fcN6etptfnbWuts77NqlS9YqPuKKBDhQ5FnJ59XqgubR3tFhHV09ymyv37wu96VI3o9Z05Wrl6Sgg8jB1OSMTAuKG9P2+c/+tXUkMQ24bMNDQ9aUabHGdMqGDx6x7v5Ra2nvsxIWhAENDcJyoH9I7SwWAK9i6ylvMUk6qpW+sWqN5Q2LbRZta7PB1isNlm7rsVgSv1eSDIJmkFnUrNNHC7TU8XC9NTEZHk4PliB8qDqdD+vBV+hz2oPhKXZRE69YFQ8URfw73tKN+Mhs043IfV7saHZGD9HM1GOmB+CaAEagEPk9v7NardPn2jPp3U0t9AC8/dZHMpH1299vTWDWqjMKwU/XL8yXI4R4VPFGSmS1FnjdmrB7+6FG3nn8od2tdyZUtr7vqFPtHrlBJNQFZRAI8S+o6x7hNgAAbdJhisplivRgZkKS60G7qt8JYwCYrVwRwLFc2lBVTHJW3vAAjEpccT1fs/WkMqYCRhAGzWclZsyjcagieKJClcLhC75+2gplzBP61EKmquTtlv0lGtdKXbZs5vaEjY9fVbfl6bc9LbBSsVR2d6wGFxAhGeUJlesZHP1Mi41fHZdwRizRaNeuXbexg4fU/VkvFuzSpSv2I+97n5355t/Y6bf/sL380gs2ODBoZ775bVuYnrHnv/a8XbxyVR0TxkmHDh60n/n7f98a441qs1PtA86amZmTOhvOaCQdHT1dGrvQFVtcmrXGpNmBkcNW2KjIaaO/r8fOnDljIwcOWqalXd2Gv/zoH9ni9ITdun7DHn/8Cccv/CAA7/Pq3WcFHL0QbsAW1rIwt2EhaNzyLF8v+x4j3e+XAKziVcE0LOMhAAsjKv4q2rKelYPitC1mm2Tdga8q+UMHwUQ/oJtV2YUA7HNGaDch0AQQDi9MqUCAoriuqPLdWFuyhmrRFmdvCnCFhmt3R5dNTU5aX3+/jd+4YUeOHbd0tlXetf2DI7a4uCiBBIwclBLQJo7FbRlHpK4uK2+W9e+VctXWVtctqZllyW5evWCf+/Qn7dsvv2xPP3HaHnn0mA2OjVoi22w9/aN28eINGzl01LJtrdKFrgipinNTVjxKqFPyjI0cVEI1C32plF+xhmLeUhWkMEs2t5S3/rFjlmnvcnN7nJyEuI40kRVlBYbh+yBlQZ7ShmNxVMUoFpLPddW9oW0cgEYKsgGZvh0cI/RvADR5mengpiDfWKuyBcjjnoY5cQjiXM6oNRyiuleddYCsKGCikqT/vzup1f72Rk7Uo5B13FFA3uOdrF8RQjqya0+08j0MKuGIWtJ32LIFTYEaH3h7y5EOgX4T9fy5L+G4agF4dyHtvSHtP+oS8f5EgTo6LQ/A4fdamjzx4jpQBQvjEXTVeccEgBSeAs1nZsT+Lm7CGCgC7qrIf5s5MApTaD0XC2sK3FTJVLuAKpndUi0TzKhW9fzF4uq+oPImzWicneQwFldbmSAOkntlccFmZ6ctk8qI0sQ8lgpWwRoLR0BYm0jZogPfKGAWOuhTU9OaUTObRWGtt2/AMhh+pNP26qvn7PHHT9nSzE0bO35K7/34+LgV1wpKOD760Y/a9YlbAlxSxff399kzzzxjp0+f1jbFlsg22+zcnFDQoPEnJm7a8MiwgGW8G6+cfdkeefSoxRrTtrqcs9Gxo7a0tCCnNbjqsBAYw6zmFuxjH/mwXTx3VsC2oeHhHwTg/TJfZZL3eDmj981J+nd+2CtgX8SiBWN7f/7L/cBR9Z2x/Y5x79/vfdAPCsLy8mt7W/cCYWlRqJMsrCUdtZVyewHgV04xda9gt0v0+a9oSLSkAWcJKe0ALe8ybFNetGAHcJGy4mAmzwsbrcwEIPn5OPfBquWqAFTQjvK5BSuuL9vS1ISlG6r26U9+0p55z3vt1u1J+4mf/Cm7eu2atXZ0WjzTYgkCYbmq1hGtLYLt1PS0LPTIgAnaBw6MSoMXasTa2rqUh2j5FdZz9uLXnreP/X//Xotc3Dbt7e940tItSXvy6bfY8Oij1trRb4WtBpudX9C8aXh0TPrPtNUoTkBMEnxpq0u6UtxebAs9AK/OTdjijQu2Wc5bd/+gNTR1WLKlz7KtXZo1sSjSrkNwgGtDK1lFVdVseWVZamKRwL8CbahmNc8NQdADcBDqCICr7XZuhAT25V8BLgqsgZqzPRt16cbad8M+/E3ZUaZubyviG3vP2Nvw4ae+q1RrRYdnLopdtQqxrqLepgH5W7r7fYu63Ntt5517igKgb8f/bHeQuViRtO3e269tTeOp8H22UQvAoQUdTqq2bT8Z09xZmuluqrE7APuooS5611TKtkGOeqeDJCsAR54C0bpoZwvEtWlVWXmuBz3zktDWm5tFeTGXi+tKlkn8ZA+6hkEGloJbSu6g7WF4IMvFTEba3yhtpdEOLxVVCaNCheUlQf76+LilEnFbnF+0tq52Gx4dsdbWDgV357m75CeVI4pXbJ/zn5ycEj+XWTXPmcBeDSbVrNuTU6L75JdmrK1nwPKry9p3Y7XRzr5yxl7427+VShxgLYRAkK38xV/8Rb3jJBDuNAbIrtGycKWr+CQXLduCYUZKmBCUx/Alr1CsV6u2sdloYyPDsmqkEwD/OYmxxcaq/atf+Rc2Pzmp4x0dHX24APxgAeH1//R3HQpb78HOwOgv0F7B0nVr727ssPc1vRty+l4BuP7fJQW3KwG5VwB2zeBIRWz7+CI21e79i3VZox05YMRt5HwuXCiuq6UllCczIrnyOFo3CrwSqoh0iTEXJzBJhhAxAAd5ud5sQqIB5UJZkpSJRIPNzkxYZ1uznXvx65YAmFXKSz7Pkml77MSj9uLXv2GPnHjCNpNp6+wZEnCCdplAxuHYqYgh4/NSkgBgjefnZEKDgkpeXV6yG+Pj9v/83u9bbn5JBucdnU32zPveZqefPGXtXSN25LEnbCmPUUSTrRdK1tXVq+2xUDDXE28itIFZgCJqjVS9SgU7//XnLDd5yVKJqh0/+aQtblTtwPHHLZZotvUNULJVITyroiRhvh4Yr/juVjE+X1WrT6AroXy3TQeigKpvROjmOtRuFMhUFUdz1kgMI1TCEQpaSW3tMxFlJ2ozb1fRStAePgP1yUYoTD38bQuG3G01io7tjsR4F4bjTvGe3VtVg/e+Fr76JH/f7TrRufZT34KPJFtrSW2YB0fvm1ytIscxBWo33PB/3w7Amu1C64IrrHw4ALrAO1AVo7imd7Fsm1S6mKmI0gSC2ZWyNktUy1TPRYGmMDzJr6Kf7PPettZ2a21rs7Sofp4lITFJoKP1PXH9hirzZ5/9vL3jXT9kJ584JUEM0d9QdBNS2jW3l5eXlVhSac/PLwixTII6NzdvBw8etk144hgxLCzYk6eftOnbN62rt08JBOOUual5MR+++uXn7Nlnn3W5yyZcqRL24z/245KvhE70yKOPeOCPxa2ltVm6ANC0Ms1NGvMgS7lR3LDLVy7Zk0++zS6ePWM9I4csm0xIOhU0eHtHlxW2Ni3dlrFP/P6H7RN//O9tYHBA1fFDtaDv68l6Az/0gwD85gfg+gTCfXT9p/aia83x16p+6blrANbC4ko7CsBqmbkFnni1iPnL0YgKmGDsoA5aRY6y5bvsDf9aEM1QW5wzyYNPBc2LKW4sUo2lsGDEyJqvW7VctL6mVrt27lVLNpbt+rWrtpxft8mZaXvve95rXQNDVk01W0tnnyzdELfgBaVNR9tOqG3kLIPYB4sMiwk6vP19/WproTWdTjTaL/+jf6y21/raug0OdNuJU4ft2PEx6xsasZbOfjty6rTacfAGKxUca5h5YUOXFA9UpgxyqnFLOoWVLewHt+ziN//GLrz4BevuydpmQ9z6xo7aykbVhoYPWUdXv9sU0u6LYx7hQVb+ryEvxPSAihuijWQv4ezWVbn6fF13Y1twwue3kdFFLbhqH17N+e9cECMyNFA4rGvLRjPZ+gAY0YMedhlRehs6zdGz8iDbqgWtPbAb9w6tDxCA6w7qrtsNCbzfs707U1Fb29vMUYfN39V6/IXupfhNkShOUKBD8QqRE4KxKuCqWszykQ6cYoKreO8YqlTgF5drHt/w0CWtCpahQuWct/zaiq3lVtXKZbsAoprbWtWGBkjY2d4pRgEiFrduXLcvPPusjDlQOfvZ/+7nNFPmnUbMo178hKTRjVq27Pbt20p4B4dHVA3Tlu7u67P1Au9b3h4/dcqe+8qX7eSpU8J/wCkfv3JNwfzlb37LPvShD1lPV3eYZTfao48+aidOnLBjR4640A3VfHPGWtrwqm6yudlZoaUBbx06fFQJ+LnzZ+297/2ApF5PPPVDdvm183b06CNy6xoZO2hVZL9jW/a3n/2c/Ztf+3VrbW6WhOYPAvCDvJUP+9m9KmDao/VdrVpE82bc36UK2AEb2zIHLk7hK5Oy6RBya3O2uutU09+tLRq+MCjQRotE0IGO5l4RMEsgEFkEMo9CWKNojTFxZoKfqQcL8X/j0AWYbeK2tCmAimsZNzhfuGqS7yNjX8sv29XLr1lTstFWpqft3DdfsobNki3MztrQ6Kg9+/kv2wf/p1+wQqVqT/zQD1umq8+sERUfZPXgJDsaFLBWe2ubAi2LyNmzZ+xtb3ubFhtoHCQfxY0NgU3++5/7Ocstr1hxvWJD/f3W39Ns//VPvV+OKodPPm6zq3k7cPCItbV16pyWc0uiU+BzixgHQBAENVi0Esl0UH+Ka95cmJmwj3/4t234QIedfOItlq9s2eCBoxZPNds6rfOefi0iOLkkmtJqc0NvgoKiSrFqMrovS72DaxpoSdKJrEM4R0Ib9dWuZqDbSlG6t+E7GhoIlMU4Jwoa23KRar7W6VXcb9VbjwPY65XUnuoQzfrP76Ci3r2PN6MA2H28tUS3LvmtT4DDKdcQz6p864CP/g77mqN/i97nBjpP0QjIfbR5ZwnABBa6UXpXNRYq1WhJJMiyFAUwKRYDHGMfdZAwA6b01nReiHt0qiVZGWsQJgGpRqrO3u5e6+jsErf3+a9+1Z79whfU6XrnO99hH/jA+wOwz0FYoq4FJbHZ2Vm9Y9gOwmpg9os+NLNmdLSzrS3SRL82fs3e9e532+c++x/t+PHjmuGOjh208+fOi0N89fJl+93f+V1VwyQT/HR1d9t73v1uOT9RpZI05NZydvLUY5ZbzVlzS9bW1tZsYWlRQRZMAkl+MpWx6VvX7al3vdfOv/KKW3O2ten4Wnu7LF8sWFsiaT/6rmesJZ22wbED350B+GHi4Jvx0ux7XHsE4Ludg6gWu140Pl8vVLnX99+IFnQYOSngRPuP6BLMwRSMQ8IfXeOaiFd9dl8bqm2rbfmIOQTiEISdv8iC7WCLzaIr9iBZWSysmjWA4HSqjOgNqbQqXlRqmNdBT3BOKVWfC/kTgFH6IRsG8LG2tmKN1aIVNpZsYWrSbo1ftwuvvGrfeOlbqtymJ+fsf/gHP2uZ5mb7wE//lDVkWmy91CDnFGa8+fyq9suiwhxqY71gTemMXbz0mh09dkyVJG1zqEi00Ghh/afPftZ+67d+0xqqjRbfbLBTx0btg//wHwiU8rb3vMemVlYsmW6RgADgDNS+pHNrnmwwe041NYvK4eAmogrZfNJSlQ179aufs69/9UvW0dlibR2d9tjJ09bY0m5tPYO2FXMkNCpCiTQm78kg8NEo/2NuDUlDsVB2tHOQWQSE5a3nwAeO5rlB+UrP5F6BLahCRYHPoV0s8r4dV9mK+Lnbc0rnCt/752GC6cN8Z1Nhrh4AACAASURBVH98xl6Z872P+0E/sV+lWx946z8TJbueFDtYK8JxOJI60Lj0vgb8hYxPoiDMTNmDkLx8uftlqGvAq2lJb0oOlUBVKRJgC96K1tx4U39Li5zZMUAv9q82NXKTLvyBaA3PE88bc1z0m0+detw2CmX76gsv2pefe07SkvCOP/jBf2gt2azT63h4A3APQBZiIUhh8sy0t7cqAGPhuJbP20B/vyiCU1NT1trRLvAX7lmDg8O6Loh2UMUC3pybnrE/+Mgf2PiVq6HXsSXcxOMnT9rIyJAAWG2drdY32Gf9A30K+hzb+Pg1zcvbOrusr7dfcplpWBFh9ozjFzPglbWcjmloZMRaOtotVt2yj/3BH9p/+NhfWLa76wcB+EFfiof6/PdIAI6WnagCVgDWEr3TzKHWdo6+UH/+ATzii8j2Hy+joBagRhHmVmp1uZwehgnr6ytWLq6Z+wQ1WjydEtqRv+Mx7AWpft2MAOoQoAm2hVQdLWk4xRvrebXGkjGz5aUZ21xfsy99/vP2yrdesbXipl26fENVZdLi9tM//aP2wX/2Ty2ebVLLdmOjWMtoecHgSc5MTUv3dWZ6VkIFUJXg8nrLeFOKVYh7LMwt2C//0j8RrzHV2GDtKbN/+xu/JgRytrvHWvr6rbt3QC9yV1endff0WG51RYGSqgKtaSBcWCRSGZNglAGH0KZGerC0an/4W//aTp58zLo72hVIe0YOWjmRtoZkRgpAssiDz0vSEjoHEoQPSlHr+YLAKyhx+WK3DQqqBdOIFlRzUQrArLpAvHPOG8lKUnVF1XSkD1rXqhVifWdge5igufv9VOCpkW0f6u39O/Gl3clArXu0ixPt7xUIaA+2PP+R6pfa6kFyU98PiS7cdVe9cxAWfzuy2itjcBSYPIjnC8qZoIqBAvrSJXSjeeccRMlnHAcR2AsVgrcHbWhLoJ3l3lQsKADzvp48ccpSmaz9+Sc/Zf/5889ae0en9XZ32k/9xI/b8aNHaw5QwskHQxCez8nJ2+LHjx4YsStXrqhLhGFKX3+fj4LmQS73qMK+eWvCjh57ROe/tupI7tzKiuhV18ev2e//3u/pneBHLkzNWTvx2GPW09ttBw6O2sBIv0tsNpgAY7ncmt5t3JEyTVmbmZuzbHOrgr2EhYKC3+LKspyPlldW5GvN8a/MzNk/+vlfsOaezh8E4Dfl7XqIABzRAuqP7171wRtWAYcWdHQsUXt8rwAcoTG1EERtwH0CMJ8RyCiaawV5SiGjAwqbF146zmUAHUtWWl+zjdyy5Qly8bj1DA5YZ0+PAiRZO3MdUL0o77DbZDyhthGtpJvXrltXd6fNz85YR3uzvfrtl6y4vGjPfenLNjJy0D7115+zm5MztoliTiptP/8LP2+/8Ev/oyXTacuvriqALSwsWF9frxaa5ZUFGXNTDY9fvWYjIyNqVy3l1qyltUVAKuZToHv/8MMfsc985rMCRaViDXZkqNve/uQJ+5Ef+RFbLlYs3tpqJx9/smbXlltbsWFoCg0xm56eUtbe1ExwX5eaDzNdaE90H6L/P/63z9vXvvRFa07HpbLzyOm3mGWaLdvRbSurG5ZKZWT0gFcpLejIbo8ATweBBEMUn0hgQ8YF2+3bHTPa4FIVPRO7/21HEA4xkE27a1UUgMO2IyGbNyAAkwzuR016U979N2And5sBR++S3Mz0H86b9Rm8jwE2I76+4mulNkLwytcDMMmq0lxVvlUBnPg3KdJVEO8gALuuNEBJpx85ctrxIp5QkzxLrxpaUxAOIejl82tSs8LNiYpz7PBh+79/+3eEWsbqkM/+vZ/4cXvmPc/ULBIdO4DxSYvaumwDD+6Tp07YMhaEjTGxEmgh8zkckfDyTqXTtri0LBoRR4bJCcwF0NlNqaTduH7DfvM3fsMKBbdX5D1nH62tLaqCT7/lcevq7VJHAUAh4ErZOnZ02u3bU9bb06MkpVTZ8n0bcpkZJQEE3kNHDtvFS5f1+baOdktZg/2r//Vf2mtXrzCa2QXPvY8H5iG+ch9b/e7/yENdl/vgG9cCn8qQPa5TDaW5H7J6f7rTXpn0XijonZQklzSs/URVLcKv4ce1of1H8786lZ/aDDnQXTwCeyuMClgAEoAkZNJk0GyLl3hjXbQexAFwISpWytY3OGhNLc2qctBpFkgLNHQQX6gUK5ZpzrriVdCKLpU2bGl+zm5fH7eJq5dtfmrWvvSVr1myudW+dea8tpGOxe0/fPovrSGbtmxrs81OTllPV48tLMzLHxj7wfFvfskGHnmruLrfeOmb9v73v18qWblV7AzbBJjKLS/byvKi/Fl/6YP/xKpV5libdmS4y9566hFxFE+97YfwZrPpuQUbGR5RQEVAgxlZd3eX7AcxTO8bOmClLfi5WCsm1f6nMoGmRHVZXJy1j/y737KRng47eeK4TS8t2+Nvf5dVk2jcdknJh9ZcIt0UNJaocZymFWlIM0OLwFhch4iXWh9gI/ej+uC7DYjbpivp3u8K1NHv9vq7/sl+ParfN3J7b/Zqdbd2dG192M20qFsu+H5NICh8znXXI6tRR1oLoCXd9TAqCm1rngt8dNVuhosLYwBHs4B8NlW/VLqBOqgg74AuKkJAW/wbv6MappW7kV+34gaYjHV76um32m9/6EN29rXzkm9NxBrsZ3/mv7X3PPMeyzA2icUFiOJ7vFdUqLdu3bQrV6/YY489KkDW+NWrmvEePnRISOXRAwc1uiH5xvykf3DYLRRTTQKGMSteXV22xYVFu3zxkn30Tz8aXK8aRYdim8ePH7Pjjx23kdFBXZOO9natLxcuvGaPPPKoWtt4CY+Ojdm5cxekRb3CnLi52bq7eqR6VyxXrauzw167eNHe+cPvErDt0x/7c/uLj3/8BwH49XyRvqcD8A7kZT0RQtHTL2Od3K2AHlEADnSH6FrfEYD1wSgABwSnFgJaYVFLjAUAJSvXrEUsgBe6t79fuwWZTMXppvTQKcjst6yQLwjyv5Zf07xpampSPNQbVy7b6EC/feWLz9pWpWrPf+Vr1tE3aJ//8pdV3f7kj/2o/er//qvWkElZoVwyK0f+tY0KpkNDQ3bz21+xY2//gFrOZNiHjxyRSwzev8yeoEsV8nmbuHXDXv7Wt+w3/s9/Y/EYqlYVe+zwoI32dtjTTz1tw4ePWi+trOZWa2trEyKZljkepI4c3rLbU1M2MHrIYqmMeJD4sIKUdqckl4ysbmzYK3/zFZu6+pr1dLTY0MFDtpXOWmt/n62uF6yzEzBZTHxg5sDiVkJFCp6r0DuodgBpRc4+UaK1V3u4vsrdHez4t+jP7nds9/f2CravdwB+Pd/z/9Lb2m+dudv6s1cA3gZBOo9YdSuBV4E2VLGBH0wFLK4+CXFw/wJkRQqnACuAFsYOYW5MoEXVLrSjGSURePmOU5lcApMEGc3nQqlsH/2LT9hLL7+k+XB3Z4f95E/+hD35+OPW1enARJJS3mtJvtqWTU9N2s2bN+3wkUNyaLp546bOAwwFSSImEotLK+LvT8/OWGeXV6rZbLPcvZCw/OIXn1UFe+XyZfuLv/i4cB380DEAA3H06FF79MRxGxsbEfYDLnN3V5c999zz9p73PGNXr44r6EKBvHT5ih08eFCCNlTkAwNDtry0bK+eOW+Hjx6VtjQdqI6OVquurds//ce//IMA/Hq+TN/LAXhnBr5NQ9qx8EaxGP3iHdm4V8D1gK4d131HAA6UCVXCSFEGGgUVMkjLzbLoAvAOyVDTSC5SLQsd7Hxf0Ivz83PKQtFePn/unHV3dVu+uGGdnR2iO8zcvGWZFN6gOfvrT/+VstVzFy/bhStXLNuUtQ+87332K//yV2xts2xLqyvW09YZnGi2tA9aw7MXXrTHn/lJu3l70tVuaE/JQnDL0s3NEszAzGF2+rb92Z/8qX3iY3/pesEE4COj1t/RYj/8znfYwNhBy3R129iRIyL3MyMjOIK0JAhTvSfT/397XwLl1nled7ENdsy+z3AWksNVJEXttHaJtizZluJFlOyexLHjnJzkNKfpcpzGaZu2J0vPaVrXTprIjhclTVNbdhLLmxTFtLWLOyWuw2X2fYABBvs2QM/9/vcGDyBmOEONRFICdEbDAR7ee3h4/3//7/vud68dOYtdAFhaSnI5ETcokPXMyKfSmBo8j1MHXkZDtQtTAT/aejcgV1WF7o0bmZCHzU4BAadEzRRCICBzUmLaXhx+pP3ISpUTLX2h/SpDttJJUzrQ6veIEXwvB65LAW0FgFc/M610/jFmvUozYHI/sY6r9x5zESzMaUbFC5KRYqlHWgM1XWhGvgRaLoKVQ5PSqGZ2Ji8tTHwPwZt2mcq9icxpjlkuJpndYRnkpddew9//4AfSOthQX4etWzdjz223ortrnZRNVN8/3dGs0t4TiUZFw5klpp7uLqnrToyPi8pUa2ubZAs5fXDxwHE1NeOXtDA/IueDwwcOweG0o62tDceOHBEwffW1V2XhzIibzmosN/X2dqGu1ovmxkYB84aGJrzy8ivo29QnEXlnR4csDLiIqK6pwYEDB+Rz3X//g3Idv//3P4C7uhZbt22T/uI8Mmirq8d//OLvXRkAL3VrrPQGWP2tdX2844o+/ypS0Je/CmuXgi6qN2ttJkuluhbPS9d31mq6hdqb6jMskLhUOsyYxVayeEIRUYCqAbD4xQp+c1VO3doMUhkKAdAHl6la6jrnhOjEwckB0dLUiONvHsfW7ZulJ/fEsWNST+3o7hW1nHwyI1J6bFFgBLyucx3eeO11zM2Hcf7CEDweO5785OP41BP7kHfaRNLOZjIJecPjdglAMrWUjIawfefNGB4dlToWDRlY+5EIkw4wTgdS8RT6T5/Cyz//Bb71jadVajyfx5a+HtQ4rHj0kYdgdriw4YYbEIxHsWXrFpHcI8uT1yGVysJkMYmsoK+2ERa7Q9jK4jykqX+p628G0hn84rkfITh6EU5bHp093egfHMJNd+zBgtmChqY2pDJ51NQ1yoQmJvcWm0S9ZI8rfWYLYLUp+z/DDbdcBKynpEsBmG9/OwBcAeHyI75ch8Tl5oblUth6GlryUFoNV29TktdEcYvjU+lGiwmDgK8iX8mPVh/muTHCZQaHC2WOTUlNE6QpVykgrqlsZVlCYfRMdak0zpw7h29882lE4nG5t++5aw92bN+Mnu5u1FTXyUeUskiOKXAVbfO8JiYmsGXLZoyNjGB2dgbdXV0C6NRyb2pukvHJ2iwJjf7AnEi7Ou1O/OjZH+HxfZ8UsxU6mb351lsYHB5GNBqDzabKPNVeDzZtXI/aGgXAnF9616/HwMCQLMTpuFRbWwOfzyfqeWz3C/j9Ygqxeet2DA6PYHxyBqFwBC1t7XjssY/BlMvA63TgW3/1VxUAvtyNu5rXKwCsGSyUALBSzaXwu7qaejqsmCStadMuSlpqTEr2K2oArBxfFFM6I6IYql86nUhIyojRbCaVRk1NtYim2xw2fO3rX0NwZgZPfOqT2Lh9uxx/IZ7G9MSkpItPvHUcR48cETYzSV0DAyNwOT34xlNfgYtycz4vrIxq6RqUz4PsZ4L4uXPnpB7U27tBBiyXF9FoWEwcCMB8Dx1gsqkM+k+fwU9++EN8/zvfFxZlldWOaq8TrfXVuHXXTmy6YSs6Nm6Au7YG1bU+TE3NimA861hOp1fakfIWi/ybiwF6kooPMetZBFHNaciykMOFk8fxi5/8A1oaa2F3u9DR1YXahkZRBjJZ7Iilc2ht7xaLNIodMHXGCYm9xgsLedAGLm8AYP07qgDwamaCd3bbKwFg4xmVm6f05/S6sCJjFbgj8jrT0Szt0M1K5asXXcz0LJRIWYoCHc0+EhLpKpEdCnZojkoC1gRm/k4JqNPshKWbL37pS2JmwPH20IMPoL7eI4TCpsZWKbuwzMRzDIfnJePkdLnEsziZSsLNLFEuJ6Wm0dFxbN26FXYnDSFy0r0wNjEpWZ+pqWn8/OcvYmZ6RoiTTDNPjo9hcnpSQDSeSAoAs3ui2utFz7oOdLa1qPFPSc2GevzT8y/gwQf3oqWlVVyTCLhzoaDoR4+Nj0vPsz8YQv+FAfiDYcyFItixaze2b9uCXds2weOw49VXXqoA8FoOlfcsAF/Cgi4QrIzXT08xq4GrpY519xYDCUsA2NC6pEjSOgArScvFv8WxRfUsqX5E1SMsx6DZQJbydyodPTcbkJprS1sbEokMzl44jz/+kz9GtdOO22/ajY8+/gnps23w1olC1ZkzZ0RC7vXXX5MV9czMtPh+fuHXPodUPI4H9j6AjvXrMTkzhaa6OpG1a2xsFD9Qth01NzVLXYepYgJwaD4oGq/hWBxNre1KhSubw/kz/fjfX/kqThx/U+prTE07bVb4PC401nrwqX2Pw9NUhyq3E129vcJXk/oxLQ3pE0Ow9Ppkv/X1jdJXzImFKTi2QCgPVCdM2SzOnzyK7z39V2io9aK+sVGSCrd94E6MjI+hobkNiXQO9S3tshon2PL9BF+y0dPM17F/mmpbjK7LtBbp37eRXLVUCnolEfBS42+p+vFajtf3676MAF6aghYgNZCzZKxqUSdvJv01nVipolDVqSD/lpYlNX51G0MyrVPJGCSbxYWe1iss22eSqs0pmxUW/r/54hfFOSkeicqiucpG0HNgw/qNUlpiapgL22AwKOOOKWVGn+w28LicEs329vbA5XJLCSoQCopsZWdXN44df0v027/z3WcwNDSMluZWBOZC+NhHPiL+3fRJHh4dEYEdivYwvU2FLBKyNvR2yf64sGCrEQG3r2+z/E2gpqZ6Q1O9GD2wXv3yy69Ij38slcHo5BSSGdqYZvBbv/Wb2NjTjhq3EyODV8iCXssb94pAay1P4CrvS/Xfrc1jafWsYi3Z4qNdaiHICb6UbF02hVV66iVEraJVt4EVrQOwioQV6aoYgBUBhGlnY7OwksBUg1gephxisbDYDRLY5mb98LlUT9707DxefPkwXn75ZeQzEWzftAH3PHAvdu2+EdacWcgboVAQhw68jqNHj2Jqekr6/PhgTeeXHv0YHti7FwnWm7NpOKuqZHLhSpr75/tvvfU2qdWSNMWE+qx/Bl1dXbKCJ7nJ4XAjl8nj7KlT+OqXv4wL584jRxYnWc5VJIFUoSq/gEc/+Rh23LILFqcTjY1Nks4jODKypkkfAbixpVWIVL6aGpHm48qf6TRaH1osNrlMZKnOTQzju99+Csgm4fXV4MLFIdxz/31I57J468QZ7Ln3PpisVdhx425RFKuraZTUHH2O5VYk8FqZmlY9l0bALVpslZCsltq2HFFrJanllWxTOmqu5D1rM/Ku/b0sl4LWI109FW1MSRNwdQDm+NNVtPSFMC0PlaGKSlEr0Qwu6BQwC2lLXM3SyNJlKZsWVzRyOaQWLIQuRdAi+eqnzz+PH/34J5gPhfCZTz+J+eAsGhvq4HF7xcqTKlr1DU3CgOYxfL5qWTwTCNlaRBMFpok5DsUiUSRX8+ju7saJk6dx+NgxnDt/UWwL4/EMunp60Ld+PRLREBLpmIzhcIhiISbJLrW3toF6Pp0d7UIG88/6sa6rSzSnOU9+4M47pSWJ/cyBoB8NjQ3SoXHwjYOYmJnBfDKJ8emA8C+C4Qg+/eST6GxtxNYNPTDnqLt9lRHwKh/+qo+ctfz8S+5LV7wo+2l1klMBTfVVbxGAGsCVN17ZYxmAezkpzYJOLVNZ2qAuioAVMBv1h1UKTBE/iBRsJ5UBnMtgLuSH1+XCqbdOoLWpBS+/8hLiqTxefvkkPC43jh9/ETVeF/bufQD33H23GCgQQA8dPoiZyUn87Gc/k5oVLf/4oNrVox/9CB56+MOw2CwYmxhDc1Oj1KnYHxiJ0sIvLHqx7AMk+Yvp4IbGelmVe6rp4JJHXV0j0lT4efEl/O3fPI3x4RFJkdutZhHtIJszn03ikY89jB037UBLR4f0+zJCZi8k9815jezoxpY2ZGCWFDclJQmQ4vSkCSWwL4xTzcXTJ/DD7zwNSz4Lj8sDb00djh4/hr4tm3H8xGksmM1weavxqSc/g9a2DrS0tGkCHVaRueR+q5wuWQAYq/RLpaAvB7DlXl+p4tVqB2cFgJe+YsvNM0bgLQfGfE6PfI3tSZKD4iJZF+6Q8pCqF/N5lWZW7Um8kdnFQMAlWUpJV7I3WJG72NZE6VmHy4N9j++T/Xx63+OiWtfQUIdgYA7Nzc3Sc9+3ebMmPxkQoIxGIwK4r7zyKrZv3yZj+95778Xw8AjmIxT+SEtffkdnN/7iqaeQyijTBphVeprZri0bu5HOJhCPRxAJR2WRzDIPWxcdVTZs3rRRFK9OnTqFW26+BYFgUEQ+eD6ckxiRU8OaZK/RkRFR5Xv1wAGMBQIIJ7gQMSNDcROzCR/50F488sH70FLnqwDwagf5Wm9/rQBwKdiWTmalK2jlQlTyMDgoLT/gFegTiEXscNGnVO2zYMqgWor0FDWjXCXSoVR60umk9CIGZqdRZbPilZdfxc7tN+CZ730XrR3r8e2/eVZYjGNDJ7CQTuDzv/o53HLrrQjMzsjgOnnqBIYHBnHw0EGEgnPSmE9w8Hm9+N3f+11s2rxZ0soXBy6gptqLxib6gSpzB64AausaZCFy+sxZbNq8Sfp1qRXNdHE0lkJDfbO0c/z42R/jz7/6Z0I+ydLEnFq4NkaYlIBM4IEH78bNt9+IzVu2irIV60ihAFNsMfzDD3+CfU9+GjmzBU5fjRy3sa4R2XxejBood8m0HFnMrI1bFlL4T//uXyITY6tWGhs3b5G2iKHhEWRNZkzPBZFK2/HhjzyMvs192Lh+A1wUmq+rFfY21zdOtxIR4SRyuT7glQKw8U6pAPBazyKX399K5hkdXMtFwnpq2riNDsyLWSoNeHWuhkTL5C9o/cNsX2KkTMtCAq7oTYvTWU4EOxjFspwS8Afw+uuvSmRKsA6F5hCaCywu+m+++VZ0rluHickJUaOampqStDMXv3NzQUkh33TTboyPT6C7t1cWmIcOHRIA3v/SSwLK09MzcHnrMDQ8IfXdxhoPcuCxp0UCl4vjBmpUOxySZerr65OLTHDv69sk7YLsQWZanIDMz9rffxYOhxNtLe048MYb6L94ESMzfozP+uHx+EClOarM3bB9G377Nz6HOndVBYAvf+u+s1usZGCs9AyWjoDL63cosKPma/HjchFwYYAWv0/VhdRzym2l/Jkv1oelFlwegJVGtM6M1sggTHdptSbV6pBBPBaWyI8Aeu7MOWEgnjx1Enfd+zD+11e+iWgkiFQqgLbWRmzbvBUffeRh8f3kqri/vx/zc3M4cPCg1JD12jJT0J/93Oek3stWqMmpcSF8eEjIsioApuQkyRqMWP/gv/whHrxvL3bu7IOv1odYdgEOqwPVnhqkssD+/S/iv/3hH8EqkUIWdqtVFgxSBzfRtagBj+97TIwZGhqaRTggEo4gmcnij/77l/HYY7+E7u52tPduFv3nanoNQ9mtKdUgTUgjD4l8v/e3f439//Rj9KzrFON2ylhOz/jx2uFjMLNdylqNT3zycfl+6mo9+MBde1Df3CQpaX5lHm+NSGnKBKupD5UCaCnwXi4FXQHglY7id2a7lcwzKwFgfT/6b3mPZl+oOhjUmJWIWUhbiimtWptUC1MyERclLY5heZ3pai5OM5SrTIq38FzALyTJYMCPWDSCQGBWwJkLzi3btmLDho0S/RKgpRbscknqmc8RgNmKxHT0gUOH0dHRiXA4jLGJaXFIOnz0uFLOgwWh+RhamprQVF+NVCosi3mSMFjXpYUn90tv747OTpHPFOJYnoIctaAdKcfwls1bpGfY7XEjkUhgaGgUm/o24bVDBzE6OSML34HBIVGAS2QWxFTlNz//y7jrlh1XH4DX8nZbyU22lsdbi32t5TkvB8DlnWYIcpd6+K4UgC/5/IaoeLnadmEQK+UrPQJeHNSqoKl6XHXHJIK13iJBQhbrPpkkwuEgbBaziKpPjI3jxIkT4jXqcLbh8OHjOHfuTaSSbIpvxsMfegjtrc3o7e3GiRNvwR8I4PSJU7LiXsikJK1N0Ytdu27EE088KexMgpzJnMfIyBDMVqvUdRsaGhCaj4gi1tn+cxgcmYTd4sXPXngWX/iNz6NzQxc8YiXoQt7ixsHDR/AHv/8lEHI5YKusFk2ti7qyUdxwwybceectwqYkMYQOS+mFDKLJBfz5N/4aE1MT+Nf/6rew4+Y9iIQS8LrcqG2oh93jEjZ4Op7WVIxE1RmTo1N46mt/iv5zb+LWnTdifi4gwH16YARD45MwWR34lV/5AmyoQn2tU9q1Wrs6JerlIoB9wiS68IJQslLS2yVGCRUAXovR/+7tYzXzTCkJSy3UCwQs/e/FWrG28FZzCVXrCmUlpX6lZCk5zjNZZWeYTtDIIa1ck8Q5SfUCE3zJIGb/PMGXLkXBYADBuQCi9BiOx6V9bteuXWhuahKteAL44MCALIq9Hq+QKTlGnU6XePaOj41LxHr02Fvo2bgR33nm+9KpwDKRpKill7cVFtMCIuGgtE6R7UxxD6pusWeYqWWSuViCoj701MQkujrXyfzEhQElaZkqp740a9SHjhyRvuBoIoFIJIa6xibJlCUXTAjHY7j7tt345X0frwDwuzcElooG15KEtVTIuZzBudHbt0DIWi4FrQ/AZQF4OVk8DagF6KmApZOwDM/naJNWGgFrtmkyGWTSCAWmMTY6Iqtnt9OJMydOIxqPY3LGj9P9E4iGqULVT/VXbNzQg7s+cKf09VE/lqlpRo8D5y8gNBeUdLbVYkZNbTX27LkTu3fvFg3a+UiMnCqcO3cW227YIWlhephyRUvT8OdeeAH/vP9VPLj3UXzvu/8IlxP4nd/+LBrrPIDFBW99O+bmwnji8V+SehIZ3VVWujPZBCyTFVKB0QAAIABJREFU8Qhuu20XtmzuRltrsyhUtTQ2I5lJYSoQxkuH3sL+lw/ig3v34mOPPIRUOI51Xe2oa22RliSR4EzSa9UkvcEUCEnFk/jmN/8CgwNnEA8F0dHagrlQFOeGxjEdDIrYxp177seuG25GLDQjNWhwUeCwi9IPtXPdNH8QAovyMjICsJGhfLkUtPIXNnIGTCL4sfgwOtK/zcH4nq4BG7Vfr+CarQaAl0pBG79HPVrWI2BVGip0L8i2jIRF0U4J6jBNq2rCSpyDNoXZBUbCSmdaRDlSyjUpEYtI5Mv+foIaI904DRQiYclWkZFMBSqCPRe15/r7pR+3ra1Var8RTQ6ysblVQJs/Pb0b8dJrryOZXsDxN0+KWBABmOxrZqK617UhQVKnyQSn0yHjlUDMFDTT46w1s3Vv29ZtokPNdscqEi4XcqKqNR+meUoOkUhcWpLIKZkLzUtaeuvW7fjOM8/A6vIgMB+C3ZzH//iT/1oB4Lc55t/221czMC53sNVHwCrJqD8U6Un9pQiwhU7dUsXwsscyWCgaX9dE7VTKVav9Sm+vnoLWjltUX9KtDjWXFjm+3h6RyyMVj2B2agyZVBJDQ4PoaGvH1NgEovEETvZfxPf+4XkhZplyMbS31aO+vhZtLa0I+GfQ3d0l4D4yMozAjF9aDpJJNv+bZRA/+thjwkZmf+345AQuXrwgrM3b77gD589fxOz0DHbfdDNa29rwne99D6fPD8PhbgTMteg/fQj33r4FH9r7AbR19sBX2yGkj3/x6U8hEYvJpEQtWR2A06k49j5wF2qq7SL8TiGMeqa3QiEMTUzj8KkBnB6YwpNPfBY1TjM6GgmQZvRt344ql1NaHeIxeg7bxGuVIh7UkA7NzeBbX/8LRIN+mPILqK5pwIR/HsdPn5JIt7W1Gx9/dB8c1hxuue1m1DY2SC+l1+cTURGyrRWlhjmKtQJgdT+RxV14FLylL3d/X+719ywAK+9J7eMzO7T6Rftq5plyAGxcdBtfL9KMlvZAvaOh8JsAJb3Aojmu+wWTpMWol8xoXZiDghwp8dBOJWJI0rmMUS+9ejXJ1WBwTkpIBMTe3vVipsAF3fDgoIxfPijRypRz17p1mAuFJS3MheDAwDBiqTScbh9Onj0n/e9+ciJorbiQRltLI0z5rJhnsQWJV5xtTgRh3aXM7XLLwpzXgKUiLtpFlc5N5TurSF7Ozs6JbCa/M8rUUtCjb+MmaV98/me/QDafQzg4i29//S8rAHy5QX0tvr6awXS58zeO5ZXudymGszHtXLwvNWkUEbd0cXjNOUWiWmO6WUBZj5wK9oRMi3LAJiNBBGenxOiAgFPj8UpK68SpfvQPjuInz78Il70K2/o64XaYkc4msW3LVlHNYTaV/sCT4+Owmgm+SZHWc/vcIi/Xt7FPjL1pY0a7wDfffBPVPh927twpbOeW5mYZ1BR4t1Q58NW//DZiaRNsDpekwu+543bsvKEbN920Ax0dfbL/r371f+LVV16ViYQ6tDR7sMAkE9C9d9+OluZaNDTXycBlGwNNHUYnA/j568eRhgN7P/gRrGtvh8thgsdpkTqYr65WBv78fATe6mqpfbEncnpyBnabBX/+1S8jFZ6TCS0aT8LqcGOWpLLBIdhsXvzOb/9b+KcncM/9d6GT7VNklMYTaGxqkdq2UjIzFxlv6CBXLiW9HADK9kVAYrwzLwWV9yyYXm5Alr6ueShf8jaDredqd1l05ct48RgBtrA4L4D+crVivUtBJ06qWrAqJ6lFt2I9iyIWle1y1JBWPsIcv3RIikXDSCcVU3pBTBwUeYvqc4kko9mYADWlL9uaW8WflxwQylOK/ORCRkiW86F5eL3VQq6kb/eBQ8cQnI/iwtAQsiYLHE4vEqmkOCjF41E0N9ZRAE604p12u2TTCcBsZ2KLlMvllB59j9ctdWHWiHlbXxy8KOIf9A7mHDgz60doPiyGLdYqu6hj0fUsmUrj/333u3C4PYhH5/Ef/v0XKwD8dm7eq/XelQLlSs5vqcX0csdYssXIsDC/HADrhC0jyBYBsFiiaZ5KwoTWjBlMFkk5T48NITYfEEUcn7daBqzNYsHhw2/h1cPHsf/FN7CuvRm37aJE3QW0t7cKSYMr57raWhFyZ3sBBzxXvGwhcHk8aGlrRXdXt7IZa26W1e4zzzyD3t5e7Nu3T0y+ec2Y4mLbTjASxbPP7cdkIIp83ixps5tvvBFWcwZPfOrj6OnpQiIZxbFjx/G1p74uE4cFVlRZbFIT5gDec8dNcLssWL+xRwganEiy6QVMB+bx6tHTmA0m0NzciV//wq/D7x+DxZLFbbfcitqGOjhESIMm4i6MjY2htblFvJA5+fgnJ/DUV/4UTfX1SLJWlc4iHItiaHQU/kAUH3vk42hva4bb58Ijj3wEHq8Hs3NzqKtrQF1Dg6S3VwfAjECK9M0Wb8FiAC4SIVV1w5IbsQLAesC7hAnpOwjAkhczZLPKAXYpG3pxvC/29KtFs97jL+TJRSBWgCwgLD3CqmeY9VxGvLEIfXpTWMjQTUlFxbwK8URcFr4cxyRRknzFxWVTIy0A8+IJzNQxa7ouj1MiZwIwF7QUnCEwHn3zFDIwYWxyGh5fDRwul0pRx6JwOtidYIbVZBLxD56/1+0RyUmK6lTZ7ALIM7Mz2L5tuzyfSMXlM7LuzMW81WaVyDqZTElEzI4C3t50PaPACMV/5iMR3LhzB/o2bKgA8EpA6lrbZi0BWGcqLye8ccmi3KBqtdS1kWi4aFIt7h1ejJYNdV8d2FV7khqwAtCLJBA6/5hFSScWCiDonxTyhpt1ldkZGZxvnTyLHz2/H6fOnEfvunZsWNcMl90k7UEUzFjX2Ymzp8/A7XLKipu1H352rmpp6E0VLfb0MS1FIgcB++DBg5LuWr9+vUwGG1l7AnDk6BFYq5yYCUbxg5++gNq6RnFBoc3ar3/+C2hs8GHHjvWIRkPw+4P45je/jempaZHxs5ltsJktcDhs2LVzG6qrHXCzHai6WogkNBCndOShE2fx5qkBZDJ5fOlLvy8ErumZMel3bGtvgddXLa0NJLCwTkarQrPNhvngPJxWC378j8/g3JmzaNJMwS3sP7bb8ewPn8POG24SK7et27bgzjvvlIkkFKGheZv0OK4egI2pZb3woO6QSgR8hbPIVYiAlwNgPRVdOgcVlZwMIGwEcik/MepdlKck8Cqdd/4QVNmPn47HkIgnkMlmYNYc0bjApqUhM1OMRjnWU6mEKGbpFopTk1NiU+gP+AX8mMUhsZF2g0w/O91uvPr6QeTNVuTNNtiprGUzy5jm/qjKxSjXQZMXh10Whi1NzUJ0nJ8Py2I3mUjKF8m7m73F0zOTYtBAkGcNmApclNUkUBO8WR5qaGqQOYV61B/84F7hnpDEJQuHqy3EcYW3Zdm3rSkwreWJXQP7Wura6EHrIgBrJglXFAEXfc4yjkmat+ii9GSOQKu5HxmEOJYCYHFgEevBBUSCfknjsF+Pqc2BgUEk4lHs/8VLmJyexZnTZ9HZ3oZar1NW11arCVv6NuHiwEXRcybRg0xq+plSao6kjsbmZnFRmZ0NSA1oaHhILMV0EgcJFrfediuGBgbR0NQovr3Hjx9HJJ5COJYU3VfK1E1NTqPGV4f77rkbD334bsCUwsT4JH76o5/IeVKzmlDF+lV9Qz22be6D1+umCiQ8vmoBK6pTpTN5nDh7DsOT0xgcHsfNN9+Dj330E5iemMCdd+5GTZ1X6l1ccbMPmPq1HNy8HowSaDgRj4TwN//naVRZqyQaYFtSKBLDK6++gba2TmzatAmPPfYo+jZvkvems1n0bNgorE9GoWzXMD7Kp6BpPajM0lUELFOtbnBXAGB95jLorJXs/hoYKdfoKbxNEtZqP5VEr0tEwToIl/ttBOgl96H3/YtRg/IeFgWtXFYBcIo2hUp7fSHN3uC4jFWmqiWLJR0Q9CLmPc4UckzIWiRSMiqmLCXHZjA0L21LHFNzwYD4hc9HI0gk0tLRwDvU7fUK8NM4IhGLikIdXdKYUub9TJIVs1LhKAE2ot3bZmFqN7U0I8BWJKtJMmUMDNTcRStDqt3Z5Zx6eroxOjKKap8HG9evF1Y1h0BNdXUFgFd7Y16v2y8FqDpMLk6zawrARrKIeJppdUVN+1lvWxJ2c0ELmjcxU0o6C3oRsAWA1cQQj4RlwCgN2QReeuklAUO6mezauQvDw8OKVZlMoLGhHvUNtZjzz8pgFbNti1nqwPFoBG6PUwYcdZzpGcpaDSXonnvup+ju6hEW5MWBAdywc4ekndjk/9IrrwgJiwSLAweP4MLAoJjd047s4sVBJKJJ7N59o7QX9fR0CIOSoh8vvfgixsZGxZqNTf6trS3YtnULmpoahAjGOY8rdSpRUcUvGI1ieHwKL77yOpB34Uu/95+l1/n2O3ahrt4r0QCJIZPjU2J1xpYlpsLYN+n1ejA0cFHMwy9euCjuMNW1NcLMfOGf94u8H6Pd+++/D/c/8IAQsWAxSQqaCj/vCACXDKBKqvnanFGWAk+dAV8oHanzLxcBl4ukL9mvELP0ujDVsWhnyAUl+4cB0wJEMSuejGotR4otnU0pEKZ6lshYplKIRWPCkmYJhy5owfkQxsYnMR+Norm1VQA5lU1LlijJ7Jd23qwXy4I1lRQXTvbpc35QRidMfSuwvXB+QDJi/JsLVP7QKMVMZTtblbCmuaBgyyfbl7igXbeuQ1yaWAZyOe3SL7x7141SV2bwUImAr837f83Pai0B2KiwsXSkXBwBM+0q9SAh9lwegHUhDgq4GwGYwMxHLBIRAPb7/RgcHMRzzz8vA3Jqmq1Jo2htbRWgZpqXHsAUvqCaDvVcHXYrUsmErFTpxpLHgoBsXW098iaLSFH6ZwKyymVkzImAKWyr5jcsQhmxmKSm5oIhYQyHQmEBaaa+AqF5IGdGNBzGQx+6Hw99+EEhhhw9eBgDF6lDe0FII3RTWtfRIa0THR3tCEfmRTGnSuvBZS03kkxgPprCgSPHcOH8GPo2bJOI1WTKYs+eWxEI+KXfkaDLPkiSxKgcxO9ldnYaLqcDJ0+cxKnTp8Tlqam1FfFkCv/0zy/A5XRh587dsqj4/K/9mqTfvbU+SaNxRc9l+ppHwBUAXvOx/U7scKlxXbpgWq5WbATppQDalDPJ+GKWSnkFq1YmXQKApe68KYe0lp4mIhJwKelKIGYNmOlrEqkYPTOdHAyGREs6llQ9uNP+WQwODSNGVa3wvNKpXsgIe5rjpq21FU67A5HwvNRwqd6VTMaEI6KaL/KIJePIs4eX2SubRTJUJIGx/EOlLarRseIm3Q3kG2qiJCR1sZZd6/HKMTf39QlId3Z0wmp+jwHwcjfi+z09veIU9GKacOmrWTyYCkBbWkfWoFZSokqOWglsyO2p15FzJo0dWRwB6wCsH4u/TVo7A1/jgGPNk/XWb3/7WwgEAqLeRHWaSDQi6R+CNFtz7FU2YTUyZUU/XypeWS0UrWArRFqiYoKuzU6VK6UqVVtTJ+mrnp4eIU5wRbuOpt+plIB+d08Pjh47LimsmRk/AsE51NTUysqdID80MILqah/m52Zwxx234o49t2NqYgJnTp/G8NCggGNdbQ16e3qkTsXjs9G/vWMdwpGogDojceYCkgs5jI5P4yfP7Rc57Cef+Aza2psFgAcuXBTVH56ft9on11i3ahsZHRHfU6bOTp8+hVhE2SZW19Xh0OEjaGpqxfreXmmxYEr9U088jqbWZllomE3KmELrR7vEmOFSbWimoPU8ijEFreq/VzvSvdrHf6/PPzI+NfMO42ddiqylb6//VgYOdFLKQkDZMP1wrtDomDKPsBZMzoMoaImpQ07KRNLCxB7iREL4Hhy/C5mc1JMJlguZBWkFisYjEsXKeNDKWszOReZDiCdiSGdSsDJQyJEAlkQqk5YWp2w2L10GiSTd16wC5qlURurYBNXFk87nZN6xkt2JHFx2B9wOp8xBFPLwuDjem8VR6T0VAVcAeGWguZYrZt03lPu8lK+5qEu5JACbFhRsq9VyQSN6aQCWNamAKRnMrAGRpUySA4F3YHBQwIjRq9fjEU9Spn3EstBshsdNdmQEtdUUQl9AOhUTtjWjx5SYeFcLCDMaZlqqpblF2JVsqt+5axfGJyYwOTkhoNbQ1IyBoSHx552emZFBSFH4poYGaUE4f/4cfG7WmxO46ebdMgD7+88gFgmD4FhT40NrUzNcbhe61nXJJBGJJeDxeGEyW5FZWIDD6cJ8PCFCGhNTMxgbnYTd5sTu3Ttx1117EI1EYLfZ0dbRJnVr6j6TLcq5MBqLIuCfQzgcEXDvP3NOMhBUt6JaTzgclRV9Z2cXHn7kYfRt7YPH55M0tOrVLe+GZBTi0O8l9Vx5FnQFgItTtGs5/q6HfV2OsKV/BsWMpnFD8VJeBDwW26W4mCfwKgnMhRxT1UrIQ0W2youYYzeZTIulZyqhjB6y6ay0HQkBg9EnOQ4y70AianJIEkklU5sgoJNxnUoLuHPfyXRKWgr5b3ZACKhrHuWy/+yCADX3Z7WQEW2WyJoiHWxZYtsVM21ccNfV1qk683uJhFUB4GsNgLXz0aLfQgSs0joSYC3Bgr4cAHOIcnCQkMW+wL986inx66VdGKNgplE5ENpamvHGG2+ILmx7c5NEnuz3c9qZMmK7ThC1NT45FyrjONwuaVmgtBxTVB3tHRgcGoKZzEkTBGAJtkeOHhOZO7vDhYHBAYkUGZFv6utDY32daMhykWDJM93UIYO3sa4OZ/tPiePKxPiYEEUI1qzhUlyebE22FPlqapFIpkQOcnxyBm2d3WIC0X/+Atra2pFJs5fYJDUkMqZHx0axbftWMRZnvyNVxDgRsS+Y5Ky5uXkRECFAnuk/h4bmJswFKc/ZBqfTLaIjv/r5z8FaZZH3FpOp9EC4GIwvjYAJwJfmQGRhVomAy7uHXQ/ouUbnuJIMgFEC03hYyZ7J2rxA8FP6PGoxzhSanu7Wj6OD8UKawMyWxryYk2RzWcSSUUTZS5xkO1NGskxcvLJMRWtTjhlGzwTbbIqM6+QiU5pRNucJ9ihLxGHKS8pZJYtMYk/KGjOFcRgl22yK0EV1OTKsOS8RjO12u9SB3zcAvNR9tJIbY43uwau6m3fqcy4fAauPXOx2pCeXlOpWAYCVVJ0eDV9qxqAZM2iDTggUBM0FVR8Kz4fxrW99UxiQgVk6p5C8kcWF/nMiO0klK7f0CCbR070OVVaqRlmkAZ9pKJfDKWBOuz+32ysrWIvJgvb2TvRfOC/6syRGUSt5dHwMMzP0HJ6F3e6ExWqTQTrnn8F9992LM6dOYc/tt2F2dga333KTSpElEnA5qjAwcAGRSEiOy/Q5AZODkr6mrFFR/GNqxi/kLKbJcrCJ7nRTazuyC3mp9/r9s2DLBSeNmmqmqhPCqOQC4QN3fkBaqvjgJJJOZzHrn8NPf/o8tm/fIeIhXT3dOHu2H+2dnbKg2LfvCWGFstbGhQSNJ/TIQJ9YSs0WSsFWF+YoB8IVAH5/R8ArnfjKA7BCN9W2qP1bNKelf0LrIafYh6ZXXTKHiPq6tpmAOMHaxPqtXmtmu6PCdurA8yGArZHDKAKykNVZ2iryZkqcc4skxnWpTa1dktk2ysGyJkzbUIIsF9pmq0XGlYCuiQG4WYC6AsBllGBWesNcT9tdOwAsw2kx3awAuNC0XwBgXT1HpYh0kXdtiCwyGDO5nLTiEJBJdvi7//t32P/CfgRDQenN4/NceSrXlSwaG9kb6ITX60Kaou8Jmt6bRAmLknNMRTNNxIU1ZR1ZCx4YHkIsmURbZyfeOHBAfIBPnT6LSJQN/h5hXDNtfPutN2N0ZBj+2VncctNN8Pun8ciHH0JgLiA/LU2NAr7jYyPSShGZn5cUVW1tnWhYWylfZzLD46nBbCAgNWWL1YHxySnx6HW7aiSSHxgYwPr1PcKylNoXVYOExJJDT2+39PYqBqcFgbkQAsF5HDh4SOwT4/GUSE5u2NiHzVs240Mf/pBo6yqRKk0q0my+pAVlKS1ofQxUAHj52eCdGn/X0xx0uXM1Rq+FbY2FLco+Kh7JJWltQybtcsfR5xidh7Lcd0MAVqBslOwtGFMsnrOm3CfteDALMUvnRIhGu9kkZi9kSJNWyuwa/10B4AoAr+R+XXKb1UfAWlSsXXeTZugtzEfj6lWXqzM8pyJp5QWs7UXSQdQ2loEpDf2QaPTPvvJnOH7suNj6Wa1mAeTmxgY47BZs3twnkTDVrEjeIhD7PC5JQdGL1+32iLgHmdBt7e0YGBrByPg4mltbMDk1JUxpdvuxN5CsR6aytt+wHWMjwwjPh8SdaSGbRltbC+69+y7Mz4eEmUyzBTI9BwcHZPAFmSp32EXCjhKQ2ZxJpOvko+TzmJiYQkd7N8KxOKqcbqTSGanlEoTJxOZ1YJ17YmIcVVVWIY+sW9eJLVs2oaGuUdLYiVQGMzMkWbXg0OGjyOXNaG5pxmc/96uorqlWCyHp99VTzyplXMpurQDw2xom7/sU9GquXhEglhEiIXAu2aNsZG+VOaieqja+tEgINTxZRP4kUBr4EKW7lX0uzkkmLV1e2EqyQlqELVwJ/qctdisAXAHg1YyNS7bV00Z8wSgZb9xQYlySJkpucOUZrNsRFla1uvFCTizMcurW1txVFFFLqVdxO77K1aUAsLYN38BaDOs1Tz/913j22WfF0qyrowM3bN8Kp92CwYELAr6UjKMsJtsFGutr4SBj0eWC2+3D0NAINm/Ziv0vvgiP14fJ2VlhPbP3d3J6Gmm2F9TUoaOjA4MXqQdrFym82WnKVebQ3tYqLkbTU5PSl1tb60VDQw0GBwYl/c0arcUEaQdiGtsfDIu2NElgTG1LO0U4iraOdQiGowLMrD1xdV3t84rqDxW9EvEY5sMh6V1sbm4W2U3KbdIHOBZP4vzFIQSCEdyx5y7cdvse1NTVCug6XQ7N9zcvqlflnI30r8yYWhZrS5lItIf8ydRbyaSjvywErfKErrd1863izRUW9Cou1lXetBiA9fumcP+UA8zSuWWpj2AEVlFA1eeOkje8vYxFuZlQZfp0MJbDiVjg2zvSVf6qrv/DX2+Xv+gGXuHlJ4gKehRDsNaKVDBpUKta1l+kB0Cp44iRt2pbkp5gzXFF35UwJNm+kKVRNhGZFvIUfs8hlYyJ+Abp/mQvD14clNafI4cPi1wdbcsoN0kiBvdRSwawgLFFWoCYFmbdlSAfp01altG2VVK20WhcajusCc9OT4uWNN9HBnYmlRDLQQLk45/8BI4eOSoG5OlMBBs3rsfs9KyYMIigPN1ZXC4hacyFIpj2B+Fy+8TwOxlPIU3zBpsDmVxe5CHZs0uwo60iwZis0WgkJNE8BQVoGsFI2+6wo76+URilzW2dcLg8cHuq4autg8frVWQzlwtWm00mBfmRtglFJil9FAPwpW1F6v3arKLtYzlSVjlgX+HtVNnsfXAFikGYH7i0x4Kjsny4e+mcqtogl3usah6+zL7UcYwgrBWh+aw2xhbv/woAX927eVVf/NU9VbVoKyI5rPCEVBPwJQBstC4T4sOihqyyHtRVr/hGproFyPkwgLm0JIjjSh4L1JNNp6W/F9kUMsmYuCVRf5kgHIvF4Z8NwB8IYiYQQCwax+TstIhXkHSVSabFjSibz8u2VLkhSJpsShqSrTkLXLWyfkMZj7xJWhEI0fQQtYnClkV6E3muNpMZv/KZz+DkyROY9U8jtxDHpk3rkUnnxGWJnqLsFaRbC9sizFYHhkcnkckoFnNP73oEg2FEEylYbDYBe4ImJSdV7yOFSGYkFW3n6y6XpKQJ6M0tLWjv7MK6zm5hU1tsVVLTrm9qgpORs8cjTEwKD4h+NMkjBgAuvS/LkbCMaTkFwIXvuFyrUjnQLXVVqgDzCsfUe3yzSwG4zAcuT7q/ZMOy089lrt9y8/LKsimFk1Pzmpq7SrNMlQj4Kt/I1ysAl7tsS34WTd5Sf49M07qbi8HvV083K5wtgO2i+5I2v6sUVHH/sB4pq5q0clIieFIdR2/Mnw+GMD4+iumpKXEvEQJTmkIccUSiymOUZCvqIVPWLkXFnUxK+gzZRiSsbYkOCb7q0/AzM4XNiHsxvcRGfEbhuTw++MCDooh1rv8MTOYFbNjQKwsI9u9SMMPjcovsI3sZGGFTJD7gD4ijESTarkI8mRQWtv7DmjfNIqqqbCI4wnQ25TUJqmRRs45dXVuLto4OtLd2Sm9zdXWNImaZzRJtM3rnuRvJU6Wrc+N3XAHgqzxRvM8Ov5bz4pUA8KWXW49ilyq0Lf8F6Z9HH0dSxmEtuBIBvz/u7LW8oY2R8IqungGAjZryxmjWaHEoZCtJ/LJDT4GeNN5r+v7SLqOleGR1qdmcSWO+pK0XkM7mFu0H1TbaKtSUF2Cm/RgVchYyKYl2SXCKZ2iqEBfnEzKZme5llMrXo9GY/CQScek/pisK90vAZwqb7QWygJB0O/Vg83A4q4T4RXZ2JDIPm9kMn88ptomMHjPpDBZSWThdTnE14tIhlcuKl2gyrYwRcjkTzFb6mfqkZ5cg63N7RPWqprYOXo8PDU314tri87lE3MPtdMPmdMDudgJ5q9gtUt9WTzPrxgn8W66xnoJeFCYoPCdrJWGQFL5pMjhLowC1+DCoopWksY0r/+Wi4/dbBLyyaGpFo6xC9FrqMkkCboXh8qXxs+bqpq+4jQC8gn1qjG19/l1c8Kom4goAr+zWvv63WmsAXtUVWWyaV57seqJSB1edQKVPRlL7ZQ2YTe7GzLXOiBRnbzUQpD5MNRoStoQITTk7Wp4pabvSCY6SdlI7onE3WwwWVE8fz4GdfYw8ReGGSjdZOrFkpTE/q/3onsKMnMXsQXNmkX7B3IKQuijIQSm8WCKqDCjje3hpAAAEuUlEQVTyGWQXUiKlmadyTy6j9QCSnMbgl72CNhEAyhEtpWWBrUFMa9thrXLA66lGfU29GIH7PG6p47LOy5R5ld0Kr8ctOtQUEpAOSYK8KFrp5ChG6QpMjTXfcuQoiepLAJT7KUqhGWpZBYA21LqWIF0t1660qnvqPbJxBYDfhS/yCgC48L3otqqFRb9KffF/S3g1L34k9V69tCbv0FQ7ZP/5CgC/C9/+tXGIqwrAqv9d3bclALx4M5fUiNnkLqzBotKxQepwEYA1z2CJRlUEpkhbqn+v9MHd6Up3ck009jS308V29LZjIrqkgrW+ZXUNlRSePqiUfJ4xPcV6dR5ZLiLkZNi7qAhl4OKANWO2WFE6L7ugtTcQFC3ctKDCR1BmTZmgajPDYa+CiT3PZrU/yk8qJjLF4JUoAf8vjf7MH8h1LjHE0CcOYrymTqUDqxFcywFwEVCXEEkK7yVwl7/fS4G3sNhaEaPl2hhE78BZVAD4HbioZQd+ebBcal5U97Em9yOTUCkArzAVrWWFSlPQ0iNcYUG/S1/+++QwawXyxhWj8dIZQbzoknKFq8XVEtWWAYGic9NeV+o6xSpFi5Alg0MfgNqzeZOG1wRU7TUDyBFy1R71TmVF1FJ/E10ZrStPY2nCFz6ZocHf8KEE0hc/h5oAJMur4ZW8xO4hsxUwWUTnunTVrpYLhcdlo9oSMf1LQbd8hCtxtUTIxa+Xi65XOhTWEphWeszKdu/dK7BWc9NaX6FKDXitr+j7eH9Xwhxc6j3lnl8SgFdwzY3702MunVVd9JqGWDpwLpLBFGxqtWS9rYF7IuCrPYpESJmAjvsy5c2a0IiKnqX+qrQ4y9fuFhcVOtAreCsfYBLMFQAXiFRqMaCv0wtORZcC8mJ9VotsuTC5pF1CwLkAsMWXvADAlNsr91gtoK52+xXcApVNKlfgkitwtYG5AsCVm3LNrsBaAvCanVRJhFu63yUVdcqdgFaDLm5pVsIgEpAu2vEVIlUD3BljUfVvAWBVIyp96MSxoud1bFsia6tqu3okamCaL0aoJbCpq/HoEpQayBacZ7i9QbnHQLIq2pNeXuDCYgkAXu33WQHg1V6xyvbX4xWoAPD1+K1do+d8rQLwcpdr1Stgzdu4sE9KOaq/2CMskGUASJLIitPJK/vyVn1epdGx4SSWa8Mwpq3Vv9WCoPA8QV1jQpfG33IM9cMa9nKP1QLqardf2VWtbFW5AtfWFagA8LX1fVzXZ3M9AvBSF3y5z7LUa0og01TE3BaMYpSrc79LM7RltG6v9CYwCmEY92F0kll63zktetUIY4sbKmDVWZtFSXCJiI11X6Mf8JV+Cm0RsxSb6+3ttvLuyhW4pq5ABYCvqa/j+j6Z9xIAX0nUbARgnSRVCIk1CH4HAdjYh1t6/iLvueyjGIALNWNj+5GBwr4Y6hvrwitkhq7gNq9EwCu4SJVNrvsrUAHg6/4rfPc/wJWkR9/9s1z6iMbzX2qiv5LPqGeei8BXOw05TjkMXMsunOUw9nLHKWJcG+le6oXlAVFncl+uL/Jaugsq51K5Alf/ClQA+Op/B9fdGVwJOF1LH/JqnP/1FtFdb+d7Ld1flXOpXIGVXoH/D6P0yZmLSzZZAAAAAElFTkSuQmCC" id="38"/></item></list></costumes><sounds><list struct="atomic" id="39"></list></sounds><blocks></blocks><variables></variables><scripts><script x="33" y="40.50000000000003"><block s="setScale"><l>20</l></block></script><script x="28" y="84"><block s="receiveGo"></block><custom-block s="Greet player"></custom-block></script></scripts></sprite></sprites></stage><hidden></hidden><headers></headers><code></code><blocks><block-definition s="set_data" type="command" category="lists"><header></header><code></code><translations></translations><inputs></inputs><script><block s="doSetVar"><l>data</l><block s="reportNewList"><list><block s="reportNewList"><list><l>Brown</l><l>6.6</l></list></block><block s="reportNewList"><list><l>Columbia</l><l>5.1</l></list></block><block s="reportNewList"><list><l>Cornell</l><l>10.6</l></list></block><block s="reportNewList"><list><l>Dartmouth</l><l>7.9</l></list></block><block s="reportNewList"><list><l>Harvard</l><l>4.5</l></list></block><block s="reportNewList"><list><l>Penn</l><l>7.4</l></list></block><block s="reportNewList"><list><l>Princeton</l><l>5.8</l></list></block><block s="reportNewList"><list><l>Yale</l><l>5.9</l></list></block></list></block><comment w="90" collapsed="false">sample data is year and graduation rate for PAUSD - has a minimum of 10 data points</comment></block></script></block-definition><block-definition s="mean %&apos;data_list&apos;" type="reporter" category="operators"><comment x="0" y="0" w="90" collapsed="false">Should report the mean value for your data.  With our sample data, this would return 94.47</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doSetVar"><l>mean data 2</l><l>0</l></block><block s="doForEach"><l>item</l><block var="data_list"/><script><block s="doSetVar"><l>mean data compilation</l><block s="reportSum"><block var="mean data 2"/><block var="item"/></block></block><block s="doSetVar"><l>mean data 2</l><block var="mean data compilation"/></block></script></block><block s="doReport"><block s="reportQuotient"><block var="mean data 2"/><block s="reportListLength"><block var="data_list"/></block></block></block></script></block-definition><block-definition s="label %&apos;text&apos; of size %&apos;size&apos;" type="command" category="pen"><comment x="0" y="0" w="90" collapsed="false">LABEL will stamp text on the stage at the given font size. The direction of the text is the direction the sprite is facing, and color will match the pen color.</comment><header></header><code></code><translations>de:drucke _ in Größe _&#xD;ca:etiqueta _ de mida _&#xD;es:etiqueta _ de tamaño _&#xD;fr:étiquette _ d&apos;une taille de _&#xD;</translations><inputs><input type="%txt">Hello!</input><input type="%n">12</input></inputs><script><block s="doRun"><block s="reportJSFunction"><list><l>text</l><l>size</l><l>process</l></list><l>var stage = this.parentThatIsA(StageMorph);&#xD;&#xD;if (this == stage) {&#xD;    throw new Error(&#xD;     &apos;LABEL cannot be used from the stage because the stage does not have a postion.\n&apos;&#xD;     + &apos;Use LABEL from a sprite to draw text.&apos;);&#xD;}&#xD;&#xD;if (typeof text !== &apos;string&apos;) {&#xD;    throw new Error(&apos;LABEL can only draw text, not a &apos; + process.reportTypeOf(text)); &#xD;}&#xD;&#xD;var context = stage.penTrails().getContext(&apos;2d&apos;),&#xD;    rotation = radians(this.direction() - 90),&#xD;    trans = new Point(&#xD;      this.center().x - stage.left(),&#xD;      this.center().y - stage.top()&#xD;    ),&#xD;    isWarped = this.Warped,&#xD;    len,&#xD;    pos;&#xD;&#xD;if (isWarped) {endWarp(); }&#xD;context.save();&#xD;context.font = size + &apos;px monospace&apos;;&#xD;context.textAlign = &apos;left&apos;;&#xD;context.textBaseline = &apos;alphabetic&apos;;&#xD;context.fillStyle = this.color.toString();&#xD;len = context.measureText(text).width;&#xD;trans = trans.multiplyBy(1 / stage.scale);&#xD;context.translate(trans.x, trans.y);&#xD;context.rotate(rotation);&#xD;context.fillText(text, 0, 0);&#xD;context.translate(-trans.x, -trans.y);&#xD;context.restore();&#xD;pos = new Point(&#xD;  len * Math.sin(radians(this.direction())),&#xD;  len * Math.cos(radians(this.direction())));&#xD;pos = pos.add(new Point(this.xPosition(), this.yPosition()));&#xD;this.gotoXY(pos.x, pos.y, false);&#xD;this.changed();&#xD;if (isWarped) {this.startWarp(); }&#xD;stage.changed();&#xD;</l></block><list><block var="text"/><block var="size"/></list></block></script></block-definition><block-definition s="keep items such that %&apos;pred&apos; from %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations>de:behalte Elemente, die _ aus _&#xD;ca:manté els elements on _ de _&#xD;es:mantener los elementos donde _ de _&#xD;fr:garder les items tels que _ de _&#xD;</translations><inputs><input type="%predRing"></input><input type="%l"></input></inputs><script><block s="doIf"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIfElse"><block s="evaluate"><block var="pred"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="data"/></block><custom-block s="keep items such that %predRing from %l"><block var="pred"/><block s="reportCDR"><block var="data"/></block></custom-block></block></block></script><script><block s="doReport"><custom-block s="keep items such that %predRing from %l"><block var="pred"/><block s="reportCDR"><block var="data"/></block></custom-block></block></script></block></script></block-definition><block-definition s="combine with %&apos;function&apos; items of %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations>de:kombiniere mit _ die Elemente von _&#xD;ca:combina amb _ els elements de _&#xD;es:combinar con _ los elementos de _&#xD;fr:combine avec _ les items de _&#xD;</translations><inputs><input type="%repRing"></input><input type="%l"></input></inputs><script><block s="doIf"><custom-block s="empty? %l"><block s="reportCDR"><block var="data"/></block></custom-block><script><block s="doReport"><block s="reportListItem"><l>1</l><block var="data"/></block></block></script></block><block s="doReport"><block s="evaluate"><block var="function"/><list><block s="reportListItem"><l>1</l><block var="data"/></block><custom-block s="combine with %repRing items of %l"><block var="function"/><block s="reportCDR"><block var="data"/></block></custom-block></list></block></block></script></block-definition><block-definition s="if %&apos;test&apos; then %&apos;true&apos; else %&apos;false&apos;" type="reporter" category="control"><header></header><code></code><translations>de:wenn _ dann _ sonst _&#xD;ca:si _ llavors _ si no _&#xD;es:si _ entonces _ sino _&#xD;fr:si _ alors _ sinon _&#xD;</translations><inputs><input type="%b"></input><input type="%anyUE"></input><input type="%anyUE"></input></inputs><script><block s="doIfElse"><block var="test"/><script><block s="doReport"><block s="evaluate"><block var="true"/><list></list></block></block></script><script><block s="doReport"><block s="evaluate"><block var="false"/><list></list></block></block></script></block></script></block-definition><block-definition s="for %&apos;i&apos; = %&apos;start&apos; to %&apos;end&apos; %&apos;action&apos;" type="command" category="control"><header></header><code></code><translations>de:für _ = _ bis _ _&#xD;ca:per _ = _ fins _ _&#xD;es:para _ = _ hasta _ _&#xD;fr:pour _ allant de _ à _ _&#xD;</translations><inputs><input type="%upvar"></input><input type="%n">1</input><input type="%n">10</input><input type="%cs"></input></inputs><script><block s="doDeclareVariables"><list><l>step</l><l>tester</l></list></block><block s="doIfElse"><block s="reportGreaterThan"><block var="start"/><block var="end"/></block><script><block s="doSetVar"><l>step</l><l>-1</l></block><block s="doSetVar"><l>tester</l><block s="reifyReporter"><autolambda><block s="reportLessThan"><block var="i"/><block var="end"/></block></autolambda><list></list></block></block></script><script><block s="doSetVar"><l>step</l><l>1</l></block><block s="doSetVar"><l>tester</l><block s="reifyReporter"><autolambda><block s="reportGreaterThan"><block var="i"/><block var="end"/></block></autolambda><list></list></block></block></script></block><block s="doSetVar"><l>i</l><block var="start"/></block><block s="doUntil"><block s="evaluate"><block var="tester"/><list></list></block><script><block s="doRun"><block var="action"/><list></list></block><block s="doChangeVar"><l>i</l><block var="step"/></block></script></block></script></block-definition><block-definition s="join words %&apos;words&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:füge Wörter zusammen _&#xD;ca:uneix les paraules _&#xD;es:unir las palabras _&#xD;fr:fusionne les mots _&#xD;</translations><inputs><input type="%mult%txt"></input></inputs><script><block s="doIf"><custom-block s="empty? %l"><block s="reportCDR"><block var="words"/></block></custom-block><script><block s="doReport"><block s="reportListItem"><l>1</l><block var="words"/></block></block></script></block><block s="doIf"><block s="reportEquals"><l></l><block s="reportListItem"><l>1</l><block var="words"/></block></block><script><block s="doReport"><custom-block s="join words %mult%txt"><block s="reportCDR"><block var="words"/></block></custom-block></block></script></block><block s="doIf"><block s="reportEquals"><l></l><block s="reportListItem"><l>2</l><block var="words"/></block></block><script><block s="doReport"><custom-block s="join words %mult%txt"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="words"/></block><block s="reportCDR"><block s="reportCDR"><block var="words"/></block></block></block></custom-block></block></script></block><block s="doReport"><block s="reportJoinWords"><list><block s="reportListItem"><l>1</l><block var="words"/></block><l> </l><custom-block s="join words %mult%txt"><block s="reportCDR"><block var="words"/></block></custom-block></list></block></block></script></block-definition><block-definition s="list $arrowRight sentence %&apos;data&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:Liste $arrowRight Satz _&#xD;ca:llista $arrowRight frase _&#xD;es:lista $arrowRight frase _&#xD;fr:liste $arrowRight phrase _&#xD;</translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><custom-block s="join words %mult%txt"><block var="data"/></custom-block></block></script></block-definition><block-definition s="sentence $arrowRight list %&apos;text&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:Satz $arrowRight Liste _&#xD;ca:frase $arrowRight llista _&#xD;es:frase $arrowRight lista _&#xD;fr:phrase $arrowRight liste _&#xD;</translations><inputs><input type="%txt"></input></inputs><script><block s="doReport"><block s="reportTextSplit"><block var="text"/><l><option>whitespace</option></l></block></block></script></block-definition><block-definition s="catch %&apos;tag&apos; %&apos;action&apos;" type="command" category="control"><header></header><code></code><translations>de:fange _ _&#xD;ca:agafa _ _&#xD;es:atrapar _ _&#xD;fr:attrape _ _&#xD;</translations><inputs><input type="%upvar"></input><input type="%cs"></input></inputs><script><block s="doCallCC"><block s="reifyScript"><script><block s="doSetVar"><l>tag</l><block var="cont"/></block><block s="doRun"><block var="action"/><list></list></block></script><list><l>cont</l></list></block></block><custom-block s="ignore %s"><l>3</l></custom-block></script></block-definition><block-definition s="throw %&apos;cont&apos;" type="command" category="control"><header></header><code></code><translations>de:wirf _&#xD;ca:llança _&#xD;es:lanzar _&#xD;fr:lance _&#xD;</translations><inputs><input type="%s">catchtag</input></inputs><script><block s="doRun"><block var="cont"/><list></list></block></script></block-definition><block-definition s="catch %&apos;tag&apos; %&apos;value&apos;" type="reporter" category="control"><header></header><code></code><translations>de:fange _ _&#xD;ca:agafa _ _&#xD;es:atrapar _ _&#xD;fr:attrape _ _&#xD;</translations><inputs><input type="%upvar"></input><input type="%anyUE"></input></inputs><script><block s="doCallCC"><block s="reifyScript"><script><block s="doSetVar"><l>tag</l><block var="cont"/></block><block s="doReport"><block s="evaluate"><block var="value"/><list></list></block></block></script><list><l>cont</l></list></block></block></script></block-definition><block-definition s="throw %&apos;tag&apos; %&apos;value&apos;" type="command" category="control"><header></header><code></code><translations>de:wirf _ _&#xD;ca:llança _ _&#xD;es:lanzar _ _&#xD;fr:lance _ _&#xD;</translations><inputs><input type="%s">catchtag</input><input type="%s"></input></inputs><script><block s="doRun"><block var="tag"/><list><block var="value"/></list></block></script></block-definition><block-definition s="for each %&apos;item&apos; of %&apos;data&apos; %&apos;action&apos;" type="command" category="lists"><header></header><code></code><translations>de:für jedes _ von _ _&#xD;ca:per cada _ de _ _&#xD;es:para cada _ de _ _&#xD;fr:pour chaque _ de _ _&#xD;</translations><inputs><input type="%upvar"></input><input type="%l"></input><input type="%cs"></input></inputs><script><block s="doUntil"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doSetVar"><l>item</l><block s="reportListItem"><l>1</l><block var="data"/></block></block><block s="doRun"><block var="action"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><block s="doSetVar"><l>data</l><block s="reportCDR"><block var="data"/></block></block></script></block></script></block-definition><block-definition s="if %&apos;test&apos; do %&apos;action&apos; and pause all $pause-1-255-220-0" type="command" category="control"><header></header><code></code><translations>de:falls _ dann _ und pause $pause-1-255-220-0&#xD;ca:si _ fes _ i atura-ho tot $pause-1-255-220-0&#xD;es:si _ haz _ y páralo todo $pause-1-255-220-0&#xD;fr:si _ faire _ et mettre tout en pause $pause-1-255-220-0&#xD;</translations><inputs><input type="%boolUE"></input><input type="%cs"></input></inputs><script><block s="doDeclareVariables"><list><l>breakpoint</l></list></block><block s="doIf"><block s="evaluate"><block var="test"/><list></list></block><script><block s="doSetVar"><l>breakpoint</l><block var="test"/></block><block s="doShowVar"><l>breakpoint</l></block><block s="doRun"><block var="action"/><list></list></block><block s="doPauseAll"></block><block s="doHideVar"><l></l></block></script></block></script></block-definition><block-definition s="word $arrowRight list %&apos;word&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:Wort $arrowRight Liste _&#xD;ca:paraula $arrowRight llista _&#xD;es:palabra $arrowRight lista _&#xD;fr:mot $arrowRight liste _&#xD;</translations><inputs><input type="%txt"></input></inputs><script><block s="doReport"><block s="reportTextSplit"><block var="word"/><l><option>letter</option></l></block></block></script></block-definition><block-definition s="ignore %&apos;x&apos;" type="command" category="control"><header></header><code></code><translations>de:ignoriere _&#xD;ca:ignora _&#xD;es:ignorar _&#xD;fr:ignore _&#xD;</translations><inputs><input type="%s"></input></inputs></block-definition><block-definition s="list $arrowRight word %&apos;list&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:Liste $arrowRight Wort _&#xD;ca:llista $arrowRight paraula _&#xD;es:lista $arrowRight palabra _&#xD;fr:liste $arrowRight mot _&#xD;</translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><block s="reportJoinWords"><block var="list"/></block></block></script></block-definition><block-definition s="%&apos;x&apos;" type="reporter" category="operators"><header></header><code></code><translations></translations><inputs><input type="%s"></input></inputs><script><block s="doReport"><block var="x"/></block></script></block-definition><block-definition s="numbers from %&apos;from&apos; to %&apos;to&apos;" type="reporter" category="lists"><header></header><code></code><translations>de:Zahlen von _ bis _&#xD;ca:nombres des de _ a _&#xD;es:números de _ a _&#xD;fr:nombres de _ à _&#xD;</translations><inputs><input type="%n">1</input><input type="%n">10</input></inputs><script><block s="doIf"><block s="reportGreaterThan"><block var="from"/><block var="to"/></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doReport"><block s="reportCONS"><block var="from"/><custom-block s="numbers from %n to %n"><block s="reportSum"><block var="from"/><l>1</l></block><block var="to"/></custom-block></block></block></script></block-definition><block-definition s="map %&apos;func&apos; over %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations>de:wende _ an auf _&#xD;ca:mapeja _ sobre _&#xD;es:mapear _ sobre _&#xD;fr:appliquer _ à _&#xD;</translations><inputs><input type="%repRing"></input><input type="%l"></input></inputs><script><block s="doIf"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doReport"><block var="data"/></block></script></block><block s="doReport"><block s="reportCONS"><block s="evaluate"><block var="func"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><custom-block s="map %repRing over %l"><block var="func"/><block s="reportCDR"><block var="data"/></block></custom-block></block></block></script></block-definition><block-definition s="median %&apos;data_list&apos;" type="reporter" category="operators"><comment x="0" y="0" w="190" collapsed="false">Reports the Median - ours is 94.5</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doDeclareVariables"><list><l>sorted data</l></list></block><block s="doSetVar"><l>sorted data</l><custom-block s="sort %l ordering with %predRing"><custom-block s="map %repRing over %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="data_list"/></custom-block><block s="reifyPredicate"><autolambda><block s="reportLessThan"><l></l><l></l></block></autolambda><list></list></block></custom-block><comment w="179" collapsed="false">creates an ordered list from smallest to greatest</comment></block><block s="doIfElse"><block s="reportEquals"><block s="reportModulus"><block s="reportListLength"><block var="sorted data"/></block><l>2</l></block><l>0</l></block><script><block s="doSetVar"><l>1st item index</l><block s="reportQuotient"><block s="reportListLength"><block var="sorted data"/></block><l>2</l></block><comment w="90" collapsed="false">even number need adverage of 2 middle items</comment></block><block s="doSetVar"><l>2nd item index</l><block s="reportSum"><block var="1st item index"/><l>1</l></block></block><block s="doSetVar"><l>middle item list</l><block s="reportNewList"><list></list></block></block><block s="doAddToList"><block s="reportListItem"><block var="1st item index"/><block var="sorted data"/></block><block var="middle item list"/></block><block s="doAddToList"><block s="reportListItem"><block var="2nd item index"/><block var="sorted data"/></block><block var="middle item list"/></block><block s="doSetVar"><l>median value</l><custom-block s="mean %l"><block var="middle item list"/></custom-block></block></script><script><block s="doSetVar"><l>middle item index</l><block s="reportRound"><block s="reportQuotient"><block s="reportListLength"><block var="sorted data"/></block><l>2</l></block></block><comment w="90" collapsed="false">odd number just needs the middle item</comment></block><block s="doSetVar"><l>median value</l><block s="reportListItem"><block var="middle item index"/><block var="sorted data"/></block></block></script></block><block s="doReport"><block var="median value"/><comment w="90" collapsed="false">You need to update.  How do you get the middle value?  What if the list is of even length?  Odd length?</comment></block></script></block-definition><block-definition s="append %&apos;lists&apos;" type="reporter" category="lists"><comment x="0" y="0" w="287" collapsed="false">Take any number of input lists, and create a new list containing the items of the input lists.  So&#xD;              APPEND [A B] [C D]&#xD;where the [,,,] are lists reports the list&#xD;              [A B C D]&#xD;not [[A B] [C D]].</comment><header></header><code></code><translations></translations><inputs><input type="%mult%l"></input></inputs><script><block s="doWarp"><script><block s="doIf"><block s="reportEquals"><block var="lists"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block s="reportListLength"><block var="lists"/></block><l>1</l></block><script><block s="doReport"><block s="reportListItem"><l>1</l><block var="lists"/></block></block></script></block><block s="doIf"><block s="reportEquals"><block s="reportListItem"><l>1</l><block var="lists"/></block><block s="reportNewList"><list></list></block></block><script><block s="doReport"><custom-block s="append %mult%l"><block s="reportCDR"><block var="lists"/></block></custom-block></block></script></block><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block s="reportListItem"><l>1</l><block var="lists"/></block></block><custom-block s="append %mult%l"><block s="reportCONS"><block s="reportCDR"><block s="reportListItem"><l>1</l><block var="lists"/></block></block><block s="reportCDR"><block var="lists"/></block></block></custom-block></block></block></script></block></script></block-definition><block-definition s="reverse %&apos;data&apos;" type="reporter" category="lists"><comment x="0" y="0" w="223" collapsed="false">Reports a new list containing the items of the input list, but in the opposite order.</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doDeclareVariables"><list><l>helper</l></list></block><block s="doSetVar"><l>helper</l><block s="reifyScript"><script><block s="doIf"><block s="reportEquals"><block var="input"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block var="result"/></block></script></block><block s="doReport"><block s="evaluate"><block var="helper"/><list><block s="reportCDR"><block var="input"/></block><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="input"/></block><block var="result"/></block></list></block></block></script><list><l>input</l><l>result</l></list></block></block><block s="doWarp"><script><block s="doReport"><block s="evaluate"><block var="helper"/><list><block var="data"/><block s="reportNewList"><list></list></block></list></block></block></script></block></script></block-definition><block-definition s="remove duplicates from %&apos;data&apos;" type="reporter" category="lists"><comment x="0" y="0" w="209" collapsed="false">Reports a new list whose items are the same as in the input list, except that if two or more equal items appear in the input list, only the last one is kept in the result.</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doWarp"><script><block s="doIf"><block s="reportEquals"><block var="data"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIfElse"><block s="reportListContainsItem"><block s="reportCDR"><block var="data"/></block><block s="reportListItem"><l>1</l><block var="data"/></block></block><script><block s="doReport"><custom-block s="remove duplicates from %l"><block s="reportCDR"><block var="data"/></block></custom-block></block></script><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="data"/></block><custom-block s="remove duplicates from %l"><block s="reportCDR"><block var="data"/></block></custom-block></block></block></script></block></script></block></script></block-definition><block-definition s="sort %&apos;data&apos; ordering with %&apos;function&apos;" type="reporter" category="lists"><comment x="0" y="0" w="204" collapsed="false">Reports a sorted version of the list in its first input slot, using the comparison function in the second input slot.  For a list of numbers, using &lt; as the comparison function will sort from low to high; using &gt; will sort from high to low.</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input><input type="%predRing"></input></inputs><script><block s="doDeclareVariables"><list><l>even items</l><l>odd items</l><l>merge</l></list></block><block s="doSetVar"><l>odd items</l><block s="reifyScript"><script><block s="doIf"><block s="reportEquals"><l></l><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><l/></block><block s="evaluate"><block var="even items"/><list><block s="reportCDR"><l/></block></list></block></block></block></script><list></list></block></block><block s="doSetVar"><l>even items</l><block s="reifyScript"><script><block s="doIf"><block s="reportEquals"><l></l><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doReport"><block s="evaluate"><block var="odd items"/><list><block s="reportCDR"><l/></block></list></block></block></script><list></list></block></block><block s="doSetVar"><l>merge</l><block s="reifyScript"><script><block s="doIf"><block s="reportEquals"><block var="#1"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block var="#2"/></block></script></block><block s="doIf"><block s="reportEquals"><block var="#2"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block var="#1"/></block></script></block><block s="doIfElse"><block s="evaluate"><block var="function"/><list><block s="reportListItem"><l>1</l><block var="#1"/></block><block s="reportListItem"><l>1</l><block var="#2"/></block></list></block><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="#1"/></block><block s="evaluate"><block var="merge"/><list><block s="reportCDR"><block var="#1"/></block><block var="#2"/></list></block></block></block></script><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="#2"/></block><block s="evaluate"><block var="merge"/><list><block var="#1"/><block s="reportCDR"><block var="#2"/></block></list></block></block></block></script></block></script><list><l>#1</l><l>#2</l></list></block></block><block s="doIf"><block s="reportEquals"><block var="data"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block s="reportCDR"><block var="data"/></block><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block var="data"/></block></script></block><block s="doReport"><block s="evaluate"><block var="merge"/><list><custom-block s="sort %l ordering with %predRing"><block s="evaluate"><block var="odd items"/><list><block var="data"/></list></block><block var="function"/></custom-block><custom-block s="sort %l ordering with %predRing"><block s="evaluate"><block var="even items"/><list><block var="data"/></list></block><block var="function"/></custom-block></list></block></block></script></block-definition><block-definition s="assoc %&apos;key&apos; %&apos;a-list&apos;" type="reporter" category="lists"><comment x="0" y="0" w="289.3333333333333" collapsed="false">The second input is an &quot;association list,&quot; a list of two-item lists.  Each of those smaller lists has a &quot;key&quot; as its first item and a &quot;value&quot; as its second.  ASSOC reports the first key-value pair in the association list whose key matches the first input.</comment><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%l"></input></inputs><script><block s="doIf"><block s="reportEquals"><block var="a-list"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block var="key"/><block s="reportListItem"><l>1</l><block s="reportListItem"><l>1</l><block var="a-list"/></block></block></block><script><block s="doReport"><block s="reportListItem"><l>1</l><block var="a-list"/></block></block></script></block><block s="doReport"><custom-block s="assoc %s %l"><block var="key"/><block s="reportCDR"><block var="a-list"/></block></custom-block></block></script></block-definition><block-definition s="%&apos;#&apos; map %&apos;function&apos; over %&apos;lists&apos;" type="reporter" category="lists"><header></header><code></code><translations></translations><inputs><input type="%upvar"></input><input type="%repRing"></input><input type="%mult%l"></input></inputs><script><block s="doWarp"><script><block s="doDeclareVariables"><list><l>mapone</l><l>mapmany</l></list></block><block s="doSetVar"><l>mapone</l><block s="reifyScript"><script><block s="doIf"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doSetVar"><l>#</l><block var="count"/></block><block s="doReport"><block s="reportCONS"><block s="evaluate"><block var="function"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><block s="evaluate"><block var="mapone"/><list><block s="reportCDR"><block var="data"/></block><block s="reportSum"><block var="count"/><l>1</l></block></list></block></block></block></script><list><l>data</l><l>count</l></list></block></block><block s="doSetVar"><l>mapmany</l><block s="reifyScript"><script><block s="doIf"><custom-block s="empty? %l"><block s="reportListItem"><l>1</l><block var="data lists"/></block></custom-block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doSetVar"><l>#</l><block var="count"/></block><block s="doReport"><block s="reportCONS"><block s="evaluate"><block var="function"/><custom-block s="%upvar map %repRing over %mult%l"><l>#</l><block s="reifyReporter"><autolambda><block s="reportListItem"><l>1</l><l/></block></autolambda><list></list></block><list><block var="data lists"/></list></custom-block></block><block s="evaluate"><block var="mapmany"/><list><custom-block s="%upvar map %repRing over %mult%l"><l>#</l><block s="reifyReporter"><autolambda><block s="reportCDR"><l/></block></autolambda><list></list></block><list><block var="data lists"/></list></custom-block><block s="reportSum"><block var="count"/><l>1</l></block></list></block></block></block></script><list><l>data lists</l><l>count</l></list></block></block><block s="doIfElse"><custom-block s="empty? %l"><block s="reportCDR"><block var="lists"/></block></custom-block><script><block s="doReport"><block s="evaluate"><block var="mapone"/><list><block s="reportListItem"><l>1</l><block var="lists"/></block><l>1</l></list></block></block></script><script><block s="doReport"><block s="evaluate"><block var="mapmany"/><list><block var="lists"/><l>1</l></list></block></block></script></block></script></block></script></block-definition><block-definition s="empty? %&apos;data&apos;" type="predicate" category="lists"><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><block s="reportEquals"><block var="data"/><block s="reportNewList"><list></list></block></block></block></script></block-definition><block-definition s="%&apos;#&apos; keep items such that %&apos;pred&apos; from %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations></translations><inputs><input type="%upvar"></input><input type="%predRing"></input><input type="%l"></input></inputs><script><block s="doDeclareVariables"><list><l>keep-helper</l></list></block><block s="doSetVar"><l>keep-helper</l><block s="reifyScript"><script><block s="doWarp"><script><block s="doIf"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doSetVar"><l>#</l><block var="count"/></block><block s="doIfElse"><block s="evaluate"><block var="pred"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="data"/></block><block s="evaluate"><block var="keep-helper"/><list><block s="reportCDR"><block var="data"/></block><block s="reportSum"><block var="count"/><l>1</l></block></list></block></block></block></script><script><block s="doReport"><block s="evaluate"><block var="keep-helper"/><list><block s="reportCDR"><block var="data"/></block><block s="reportSum"><block var="count"/><l>1</l></block></list></block></block></script></block></script></block></script><list><l>data</l><l>count</l></list></block></block><block s="doReport"><block s="evaluate"><block var="keep-helper"/><list><block var="data"/><l>1</l></list></block></block></script></block-definition><block-definition s="%&apos;#&apos; for each %&apos;item&apos; of %&apos;data&apos; %&apos;action&apos;" type="command" category="lists"><header></header><code></code><translations></translations><inputs><input type="%upvar"></input><input type="%upvar"></input><input type="%l"></input><input type="%cs"></input></inputs><script><block s="doSetVar"><l>#</l><l>1</l></block><block s="doUntil"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doSetVar"><l>item</l><block s="reportListItem"><l>1</l><block var="data"/></block></block><block s="doRun"><block var="action"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><block s="doSetVar"><l>data</l><block s="reportCDR"><block var="data"/></block></block><block s="doChangeVar"><l>#</l><l>1</l></block></script></block></script></block-definition><block-definition s="sd %&apos;data_list&apos;" type="reporter" category="operators"><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><block s="reportMonadic"><l><option>sqrt</option></l><custom-block s="mean %l"><custom-block s="map %repRing over %l"><block s="reifyReporter"><autolambda><custom-block s="square %n"><block s="reportDifference"><l></l><block var="mean"/></block></custom-block></autolambda><list></list></block><custom-block s="map %repRing over %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="data_list"/></custom-block></custom-block></custom-block></block></block></script><scripts><comment x="12.857142857142833" y="138.28571428571428" w="97.00000000000006" collapsed="false">Calculates the standard deviation.  You do NOT need to alter this block.</comment></scripts></block-definition><block-definition s="square %&apos;num&apos;" type="reporter" category="operators"><header></header><code></code><translations></translations><inputs><input type="%n"></input></inputs><script><block s="doReport"><block s="reportProduct"><block var="num"/><block var="num"/></block></block></script></block-definition><block-definition s="phat %&apos;data_list&apos;" type="reporter" category="operators"><comment x="0" y="0" w="176.85714285714286" collapsed="false">This statistic is calculated by the (number of successes) / (total number of outcomes)</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doSetVar"><l>success</l><l>6</l><comment w="90" collapsed="false">acceptance rate below 6 is not sucessful for colleges.</comment></block><block s="doSetVar"><l># of successes</l><l>0</l></block><block s="doForEach"><l>item</l><block var="data_list"/><script><block s="doIf"><block s="reportOr"><block s="reportLessThan"><block var="success"/><block var="item"/></block><block s="reportEquals"><block var="item"/><block var="success"/></block></block><script><block s="doChangeVar"><l># of successes</l><l>1</l></block></script></block></script></block><block s="doReport"><block s="reportQuotient"><block var="# of successes"/><block s="reportListLength"><block var="data_list"/></block></block></block></script></block-definition><block-definition s="set variables to zero" type="command" category="control"><header></header><code></code><translations></translations><inputs></inputs><script><block s="doSetVar"><l>mean</l><l>0</l></block><block s="doSetVar"><l>median</l><l>0</l></block><block s="doSetVar"><l>standard_deviation</l><l>0</l></block><block s="doSetVar"><l>p^hat</l><l>0</l></block></script></block-definition><block-definition s="Greet player" type="command" category="sensing"><header></header><code></code><translations></translations><inputs></inputs><script><block s="doSetVar"><l>player list</l><block s="reportNewList"><list></list></block></block><block s="doAsk"><l>what&apos;s your name?</l></block><block s="doIfElse"><block s="reportListContainsItem"><block var="player list"/><block s="getLastAnswer"></block></block><script><block s="bubble"><block s="reportJoinWords"><list><l>Hello, </l><block s="getLastAnswer"></block><l>. Welcome back to the Ivy League acceptance rate list!</l></list></block></block><block s="doWait"><l>3</l></block><block s="bubble"><l>In the data table are the acceptance rates by % for each of the Ivy Leagues.</l></block><block s="doWait"><l>3</l></block><block s="bubble"><l>Printed on the screen are the median, mean, standard deviation, p^hat, and success for the data.</l></block><block s="doWait"><l>3</l></block><block s="bubble"><l>Enjoy!</l></block></script><script><block s="doAddToList"><block s="getLastAnswer"></block><block var="player list"/></block><block s="bubble"><block s="reportJoinWords"><list><l>Hello, </l><block s="getLastAnswer"></block><l>. Welcome to the Ivy League acceptance rate list!</l></list></block></block><block s="doWait"><l>3</l></block><block s="bubble"><l>In the data table are the acceptance rates by % for each of the Ivy Leagues.</l></block><block s="doWait"><l>3</l></block><block s="bubble"><l>Printed on the screen are the median, mean, standard deviation, p^hat, and success for the data.</l></block><block s="doWait"><l>3</l></block><block s="bubble"><l>Enjoy!</l></block></script></block><block s="doTellTo"><l>IL acceptance %</l><block s="reifyScript"><script><block s="doRun"><block s="reifyScript"><script><custom-block s="Calculations"></custom-block></script><list></list></block><list></list></block></script><list></list></block><list></list></block></script></block-definition><block-definition s="Calculations" type="command" category="control"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="set_data"><comment w="90" collapsed="true">change me with your data once you get everything working</comment></custom-block><custom-block s="set variables to zero"><comment w="90" collapsed="false">initializes all variables equal to 0</comment></custom-block><block s="doSetVar"><l>mean</l><custom-block s="mean %l"><custom-block s="map %repRing over %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="data"/><comment w="187" collapsed="true">Why are we using map here?  Should it be inside the block?  Should we make a new variable with this information?  You need to finish this block.</comment></custom-block></custom-block></block><block s="doSetVar"><l>median</l><custom-block s="median %l"><block var="data"/></custom-block><comment w="90" collapsed="false">You need to finish this block</comment></block><block s="doSetVar"><l>standard_deviation</l><custom-block s="sd %l"><block var="data"/></custom-block></block><block s="doSetVar"><l>p^hat</l><custom-block s="phat %l"><custom-block s="map %repRing over %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="data"/></custom-block></custom-block><comment w="90" collapsed="false">You need to build this block</comment></block></script></block-definition></blocks><variables><variable name="data"><list id="1625"><item><list struct="atomic" id="1626">Brown,6.6</list></item><item><list struct="atomic" id="1627">Columbia,5.1</list></item><item><list struct="atomic" id="1628">Cornell,10.6</list></item><item><list struct="atomic" id="1629">Dartmouth,7.9</list></item><item><list struct="atomic" id="1630">Harvard,4.5</list></item><item><list struct="atomic" id="1631">Penn,7.4</list></item><item><list struct="atomic" id="1632">Princeton,5.8</list></item><item><list struct="atomic" id="1633">Yale,5.9</list></item></list></variable><variable name="mean"><l>6.724999999999999</l></variable><variable name="median"><l>6.25</l></variable><variable name="standard_deviation"><l>1.802602285586036</l></variable><variable name="p^hat"><l>0.5</l></variable><variable name="mean data compilation"><l>25.995000000000005</l></variable><variable name="mean data 2"><l>25.995000000000005</l></variable><variable name="success"><l>6</l></variable><variable name="# of successes"><l>4</l></variable><variable name="sorted data"><l>0</l></variable><variable name="middle item"><l>0</l></variable><variable name="1st item"><l>0</l></variable><variable name="2nd item"><l>0</l></variable><variable name="median value"><l>6.25</l></variable><variable name="middle item list"><list struct="atomic" id="1634">5.9,6.6</list></variable><variable name="1st item index"><l>4</l></variable><variable name="2nd item index"><l>5</l></variable><variable name="middle item index"><l>0</l></variable><variable name="item"><l>0</l></variable><variable name="player list"><list struct="atomic" id="1635">hi</list></variable></variables></project><media name="Unit 3 - Big Data Project" app="Snap! 6, https://snap.berkeley.edu" version="1"></media></snapdata>