{"id":3322,"date":"2026-02-24T17:53:44","date_gmt":"2026-02-24T17:53:44","guid":{"rendered":"https:\/\/www.diagrams-ai.com\/vn\/revolutionizing-uml-modeling-from-manual-blueprints-to-ai-breakthroughs\/"},"modified":"2026-02-24T17:53:44","modified_gmt":"2026-02-24T17:53:44","slug":"revolutionizing-uml-modeling-from-manual-blueprints-to-ai-breakthroughs","status":"publish","type":"post","link":"https:\/\/www.diagrams-ai.com\/vn\/revolutionizing-uml-modeling-from-manual-blueprints-to-ai-breakthroughs\/","title":{"rendered":"C\u00e1ch m\u1ea1ng h\u00f3a m\u00f4 h\u00ecnh h\u00f3a UML: T\u1eeb b\u1ea3n v\u1ebd th\u1ee7 c\u00f4ng \u0111\u1ebfn nh\u1eefng b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 nh\u1edd AI"},"content":{"rendered":"<p>Trong l\u0129nh v\u1ef1c n\u0103ng \u0111\u1ed9ng c\u1ee7a k\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m hi\u1ec7n \u0111\u1ea1i, <a href=\"https:\/\/www.visual-paradigm.com\/solution\/uml\/sysml-modeling-tools\/\">Ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a th\u1ed1ng nh\u1ea5t (UML)<\/a>\u0111\u00f3ng vai tr\u00f2 l\u00e0 bi\u1ec3u \u0111\u1ea1t ch\u00ednh th\u1ee9c v\u1ec1 h\u00e0nh vi h\u1ec7 th\u1ed1ng, y\u00eau c\u1ea7u c\u1ee7a c\u00e1c b\u00ean li\u00ean quan v\u00e0 logic v\u1eadn h\u00e0nh. N\u00f3 ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t s\u1ef1 hi\u1ec3u bi\u1ebft chung thi\u1ebft y\u1ebfu, gi\u00fap c\u00e1c nh\u00f3m \u0111a ch\u1ee9c n\u0103ng chuy\u1ec3n t\u1eeb nh\u1eefng cu\u1ed9c trao \u0111\u1ed5i tr\u1eebu t\u01b0\u1ee3ng m\u01a1 h\u1ed3 sang c\u00e1c thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng c\u1ee5 th\u1ec3. Tuy nhi\u00ean, ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111\u00e3 ph\u1ea3i \u0111\u1ed1i m\u1eb7t l\u00e2u d\u00e0i v\u1edbi m\u1ed9t th\u00e1ch th\u1ee9c m\u00e2u thu\u1eabn: d\u00f9 m\u00f4 h\u00ecnh h\u00f3a tr\u1ef1c quan l\u00e0 c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 r\u00f5 r\u00e0ng, nh\u01b0ng n\u1ed7 l\u1ef1c th\u1ee7 c\u00f4ng \u0111\u1ec3 t\u1ea1o ra v\u00e0 duy tr\u00ec c\u00e1c m\u00f4 h\u00ecnh n\u00e0y th\u01b0\u1eddng c\u1ea3m gi\u00e1c nh\u01b0 \u0111i trong m\u00ea cung m\u00e0 kh\u00f4ng c\u00f3 b\u1ea3n \u0111\u1ed3.<\/p>\n<p><img alt=\"Instant Diagram Generation\" decoding=\"async\" src=\"https:\/\/cdn-images.visual-paradigm.com\/features\/ai-tools\/ai-diagram-generation\/generation.png\"\/><\/p>\n<h2>N\u1ed7i \u0111au truy\u1ec1n th\u1ed1ng: Chi ph\u00ed cao cho s\u1ef1 r\u00f5 r\u00e0ng<\/h2>\n<p>Tr\u01b0\u1edbc khi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o xu\u1ea5t hi\u1ec7n trong c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf, vi\u1ec7c t\u1ea1o s\u01a1 \u0111\u1ed3 UML t\u1eeb \u0111\u1ea7u l\u00e0 m\u1ed9t c\u00f4ng vi\u1ec7c t\u1ed1n th\u1eddi gian v\u00e0 c\u1ef1c k\u1ef3 t\u1ed1n c\u00f4ng. C\u00e1c k\u1ef9 s\u01b0 ph\u1ea7n m\u1ec1m v\u00e0 ki\u1ebfn tr\u00fac s\u01b0 h\u1ec7 th\u1ed1ng th\u01b0\u1eddng ph\u1ea3i m\u1ea5t h\u00e0ng gi\u1edd \u2014 ho\u1eb7c th\u1eadm ch\u00ed c\u1ea3 tu\u1ea7n \u2014 \u0111\u1ec3 v\u1ebd c\u00e1c m\u1ed1i quan h\u1ec7, \u0111\u1ecbnh ngh\u0129a thu\u1ed9c t\u00ednh v\u00e0 t\u00ecm ki\u1ebfm s\u1ef1 nh\u1ea5t qu\u00e1n c\u1ea9n th\u1eadn gi\u1eefa c\u00e1c s\u01a1 \u0111\u1ed3.<\/p>\n<p><img alt=\"Context-Aware AI\" decoding=\"async\" src=\"https:\/\/cdn-images.visual-paradigm.com\/features\/ai-tools\/ai-diagram-generation\/ai-ideas.png\"\/><\/p>\n<p>Quy tr\u00ecnh th\u1ee7 c\u00f4ng truy\u1ec1n th\u1ed1ng bao g\u1ed3m m\u1ed9t chu\u1ed7i nh\u00e0m ch\u00e1n g\u1ed3m: suy ngh\u0129 v\u1ec1 c\u00e1c l\u1edbp, v\u1ebd th\u1ee7 c\u00f4ng c\u00e1c h\u1ed9p, k\u1ebft n\u1ed1i c\u00e1c m\u1ed1i quan h\u1ec7 v\u00e0 s\u1eeda l\u1ed7i c\u0103n ch\u1ec9nh. Quy tr\u00ecnh n\u00e0y kh\u00f4ng ch\u1ec9 ch\u1eadm m\u00e0 c\u00f2n <strong>d\u1ec5 m\u1eafc l\u1ed7i do con ng\u01b0\u1eddi v\u00e0 thi\u1ebfu nh\u1ea5t qu\u00e1n<\/strong>. Do n\u1ed7 l\u1ef1c l\u1edbn trong vi\u1ec7c c\u1eadp nh\u1eadt th\u1ee7 c\u00f4ng, c\u00e1c s\u01a1 \u0111\u1ed3 th\u01b0\u1eddng kh\u00f4ng c\u00f2n \u0111\u1ed3ng b\u1ed9 v\u1edbi c\u01a1 s\u1edf m\u00e3 ngu\u1ed3n th\u1ef1c t\u1ebf. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn kho\u1ea3ng c\u00e1ch nguy hi\u1ec3m gi\u1eefa thi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai, n\u01a1i b\u1ea3n v\u1ebd ki\u1ebfn tr\u00fac kh\u00f4ng c\u00f2n ph\u1ea3n \u00e1nh \u0111\u00fang th\u1ef1c t\u1ebf c\u1ee7a ph\u1ea7n m\u1ec1m, khi\u1ebfn t\u00e0i li\u1ec7u tr\u1edf n\u00ean l\u1ed7i th\u1eddi.<\/p>\n<h2>S\u1ef1 chuy\u1ec3n d\u1ecbch nh\u1edd AI: T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh m\u00f4 h\u00ecnh h\u00f3a<\/h2>\n<p><a href=\"https:\/\/ai.visual-paradigm.com\/\">Ph\u1ea7n m\u1ec1m m\u00f4 h\u00ecnh h\u00f3a \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI<\/a>\u0111ang hi\u1ec7n \u0111ang c\u00e1ch m\u1ea1ng h\u00f3a l\u0129nh v\u1ef1c n\u00e0y b\u1eb1ng c\u00e1ch thay \u0111\u1ed5i c\u0103n b\u1ea3n tr\u1ecdng t\u00e2m t\u1eeb <strong>v\u1ebd v\u1ebd sang di\u1ec5n \u0111\u1ea1t<\/strong>. Thay v\u00ec ph\u1ea3i v\u1eadt l\u1ed9n v\u1edbi c\u00e1c giao di\u1ec7n k\u00e9o th\u1ea3 c\u1ed3ng k\u1ec1nh, c\u00e1c nh\u00f3m gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 m\u00f4 t\u1ea3 h\u1ec7 th\u1ed1ng c\u1ee7a m\u00ecnh b\u1eb1ng ti\u1ebfng Anh \u0111\u01a1n gi\u1ea3n v\u00e0 nh\u1eadn \u0111\u01b0\u1ee3c c\u00e1c s\u01a1 \u0111\u1ed3 chuy\u00ean nghi\u1ec7p, chu\u1ea9n h\u00f3a ch\u1ec9 trong v\u00e0i gi\u00e2y.<\/p>\n<p>S\u1ef1 chuy\u1ec3n \u0111\u1ed5i n\u00e0y c\u00f3 th\u1ec3 so s\u00e1nh th\u00edch h\u1ee3p v\u1edbi s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa <strong>\u0111\u1ee5c t\u1ea1c m\u1ed9t b\u1ee9c t\u01b0\u1ee3ng b\u1eb1ng \u0111\u00e1 c\u1ea9m th\u1ea1ch b\u1eb1ng tay<\/strong>v\u00e0 s\u1eed d\u1ee5ng m\u1ed9t <strong>m\u00e1y in 3D cao c\u1ea5p<\/strong>. Trong tr\u01b0\u1eddng h\u1ee3p \u0111\u1ea7u ti\u00ean, m\u1ed7i \u0111\u01b0\u1eddng n\u00e9t l\u00e0 m\u1ed9t n\u1ed7 l\u1ef1c th\u1ee7 c\u00f4ng r\u1ee7i ro cao \u0111\u00f2i h\u1ecfi s\u1ef1 kh\u00e9o l\u00e9o v\u1ec1 th\u1ec3 ch\u1ea5t. Trong tr\u01b0\u1eddng h\u1ee3p th\u1ee9 hai, ng\u01b0\u1eddi d\u00f9ng cung c\u1ea5p c\u00e1c th\u00f4ng s\u1ed1 ch\u00ednh x\u00e1c, v\u00e0 h\u1ec7 th\u1ed1ng x\u00e2y d\u1ef1ng c\u1ea5u tr\u00fac m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c, gi\u00fap ng\u01b0\u1eddi s\u00e1ng t\u1ea1o t\u1eadp trung v\u00e0o thi\u1ebft k\u1ebf thay v\u00ec th\u1ef1c hi\u1ec7n s\u1ea3n xu\u1ea5t.<\/p>\n<h2>Visual Paradigm AI gi\u00fap c\u00e1c nh\u00f3m l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 h\u01a1n nh\u01b0 th\u1ebf n\u00e0o<\/h2>\n<p>Tr\u1ee3 l\u00fd <a href=\"https:\/\/www.cybermedian.com\/visual-paradigm-ai-suite-a-comprehensive-guide-to-intelligent-modeling-tools\/\">Visual Paradigm AI<\/a>cung c\u1ea5p m\u1ed9t b\u1ed9 c\u00f4ng c\u1ee5 to\u00e0n di\u1ec7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf nh\u1eb1m t\u1ed1i \u0111a h\u00f3a l\u1ee3i \u00edch chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a UML trong khi lo\u1ea1i b\u1ecf c\u00e1c \u0111i\u1ec3m ngh\u1ebdn th\u1ee7 c\u00f4ng. Nh\u1edd t\u1eadn d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n ti\u00ean ti\u1ebfn, n\u00f3 t\u1ea1o ra m\u1ed9t c\u1ea7u n\u1ed1i li\u1ec1n m\u1ea1ch gi\u1eefa y\u00eau c\u1ea7u v\u00e0 bi\u1ec3u di\u1ec5n tr\u1ef1c quan.<\/p>\n<p><img alt=\"\" decoding=\"async\" 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wa+2\/3O44h3aadTy9JHKkrXv\/jjc6r0G2xSru4nN42z11OQ\/fiNQC7nG9lBKbux84dZ0V\/do\/PHbCl1S9cpmy9d3tyl3DfwvnDzjVWfcx89u7if2TCumYGCFG2WwSjkfsPzN0z806aoo\/M3llwtMIybNSt5\/CTbc9ka789oc7WYY3ho6Fd7Y2riRwqr9aMHWvT0Sq9eooLDfmeTsBXMukzZ6el73r1LySUWNlTYiUr8TR\/YJ0IQIAhUWwQIaa6UTUOMEgRqBQKpd66WvmRCfcTRbyXnfN3phxwY2ddvl2pW5MSzA7cvLH1NGENr2HDHjyT4Wz7i3n1Mldo7OZU+5VqqxwkL\/dhX2iL4E7Cx5+j9gXnqvXd6+z8pmZyv96UDy93sP779V6D0K\/\/joiJK1Zo5f+U5+BueS7WryZ93HvO30bla9WHzNy2f7VoCXvaNpWvKZZuryRx9\/F98gVr2Q+\/SHU\/K0uobz5R8VFe3aVbae\/\/idfp2xMeuX\/nL1nJacGBB6RM7cT96ePpXrBEdggBBoIYiQEhzDd1wJGyCQOUjEH7Sg349M8PKrXtpou5zr5\/eoZF9\/vS3fr\/jc\/VfX+Nyony3T+4zjH5eQvAW5EXjTFg\/Gi8iJV3aHRQYWD4fmeG1dAP9SbmMRAAAEABJREFUyyyl\/fSfwFsXSx6okFIUZ3Dopj8sP3kODKKfiC41lO299L+PafLSpur2hxvlsXAj\/Rva6kPXjjNjSDnOmkW\/TDD7xrLVXh+zzdVkjtmnNu8v\/0xxtvea7b40plLtHEtfh0ivf1made1Nv42E67dsxmdGSjXzosLele4IcUF+qeW\/Hkpr5BeWovHj50BoZVISBAgCtREBQppr41YlcyIIVAQCYV43Su9827i2Ln0n15d22Y69St9xy\/W64VvKOb5U+oX1uNsbS3+DY97YXp1dHO3te03a70NnBFkKXdaemVnyoyo\/sKTQsFkpr4\/zGNPf\/dRtL6\/bXqc2jO3cfuaNDIWvX65rWvqbKWHbBzkKnmgWvGWj9L9j+2Ezd3r98qsSFOzsP3o+PKbX6lPw63X71MbxnV3+dyP1G55\/MImK7vr2j5ss2+9b+pLATw9mKPReXvoYt5TrwuVOJdcn5R7SqDZzDN7eq1XnsfMEv9gyf4yLIxCmMWs4ZXhDuva9Ut1t5ZTS6y6BkV4zN3jcEOwkp7avmD+2j6N9y15L75e+wDrq9FiXlvaOQ2cu20lvTa8bh5cNG+hOXxIptHf9IT3\/XgCknSBAEPhnCFSUY0KaKwpJYocgULsQ4PpdPFnKmZ36di150vVbE2TZubYvuZ\/PYHiduFDKxb6l+OO27GCv0t\/g8PSLikste+sF26C3+5nLCxxLXfzIiFbvcR9\/tIITecp99syZs2e6H\/OL45oM23ts6leMiu24YNNH\/S\/MZicFeu2d2bmru8\/X6cYvVEtW1XuO6116UcGJOuMOvzNnu3s8ieOYDdt\/ZOoPH8QuGV95RYxfKaqf\/8TJnYhCgc9PD2YodFk0xaqEKAvapVxnzaajzr4xe9mNkvxqtZhj+wWb2iswOHF+noJfbLnh\/3F30+29Y23ZTzMKZvDt\/7puO\/cOs6Kf8eFEeR3bOF+wk7jvP3\/DLzL7qws+TnaQ18W99NacOX\/zxUDam9mwtWMIZ\/42wKSVIFDrESCkudZvYjJBgsAfIfDC+3oJW2KwnFztaaLxbTtWXXqVPi0acOP3X9j8LZtsKXUDO9cRM3ec8fU9OdNJ60fey41nN5t9+dJqNzsDqdIBUgpW7Wfu9zw6zhKJUpoFlqpnB20f1sJx8plUBktKr7Frl25dSsXFTk\/5I0FPOrXvGk2USkd99494s5kXLrn3t9P7+NVDKWUr19n7vQ+Ms1K2a\/YVX\/+unarsKPdghkL7hVM+38QK3RZMMSuJhus1f+kNwY5QHeYYka239LNNzJYtwfnkTLuPG60k6O8WUpbj9t\/13DG7i52BgtSniwQFdUunYQuPbu5buiPbTT66YISTlXo5HeyTJTqCbfprvr4bBOkgCBAEaiwChDTX2E1HAicIVCoCDWd6l3w7zv+Ju9PHd0F826HxuEu0pv9+OuHabGnp+tFBpSzk2wMZjDLN0gH0H1\/vSyd3LB\/T2063lP1+PVx90McvJi4t\/XZWiQ5b3XnKjpPepa+a8\/bcv7S3laygR6HbDoHtY26CgPK8lo3YH4jUorHb\/tvep7ctXzBvQams2HH6mrf3wtIfhAsMDBUMZjRbLhiM\/0fdtEoavi7Y6k7Tdpz++JI772v7l\/e0KqFlCl12YqB\/eSi+E3yJ0ZYfXR0rCbWkrbTQcvs4569+naRUo\/TPJ\/sCz9\/4LwiGped2uLTLc2mzr3igelmv\/1r6q4EMRrWY42eb2Pd2Gc6lcy\/5o+52rHRq5V4hV9KDgq1g13PBjpOe3vS3P6Ho7XnpgPu4ziYKH3c3toJJlzHu+y+V08E+WaJTsk1hhQhB4AsEyGqdQICQ5jqxmckkCQIEgU8I+HvR79Gz6zXQ6iu2CDUpK9MfvRAaGkQIAgQBggBBoO4hQEhz3dvmdW3GZL4Ege8gEBsT+62ebJ\/9J+kXxdnVN\/2WAmkjCBAECAIEgbqIACHNdXGrkzkTBOo0AqZ2diwBAHElL7vwi0wtXSL9vM5sHNvNZTL9KLPWsCmdv\/sFSMF48p8gUJUIEF8EAYLAv0aAkOZ\/vQWIf4IAQaCKEVDusnypUwkdFrzsYmwfl9Klz9iZqz38YjgIh20zbP\/hn7wZGmpECAIEAYIAQaDuIEBIcwVsa2KCIEAQqFkIKLi4X\/ak35Ag9fHbXwwGW0pd3cqp\/5RNZ3x994775uPONWuaJFqCAEGAIEAQqEAECGmuQDCJKYIAQaDGIPDxDQkfX7Xh7+\/v633p0n73aW7Nvv\/WjhozvT8KtJoO+sEbRappxCQsggBBoHYiQEhz7dyuZFYEAYIAQYAgQBAgCBAE6iAClTdlQporD1timSBAECAIEAQIAgQBggBBoJYgQEhzLdmQZBoEgZqAAImRIEAQIAgQBAgCNRUBQppr6pYjcRMECAIEAYIAQYAg8C8QID7rKAKENNfRDU+mTRAgCBAECAIEAYIAQYAg8OsIENL861gRzZqAAImRIEAQIAgQBAgCBAGCQCUgQEhzJYBKTBIECAIEAYIAQeBvECBjCQIEgeqHACHN1W+bkIgIAgQBggBBgCBAECAIEASqGQKENP\/2BiEDCAIEAYIAQYAgQBAgCBAE6hoChDTXtS1O5ksQIAgQBAQIkP8EAYIAQYAg8FsIENL8W3ARZYIAQYAgQBAgCBAECAIEgeqCQFXGQUhzVaJNfBEECAIEAYIAQYAgQBAgCNRIBAhprpGbjQRNEKgJCJAYCQIEAYIAQYAgUHsQIKS59mxLMhOCAEGAIEAQIAgQBCoaAWKPIFCKACHNpUCQPwQBggBBgCBAECAIEAQIAgSB7yFASPP3kCHtNQEBEiNBgCBAECAIEAQIAgSBKkGAkOYqgZk4IQgQBAgCBAGCwPcQIO0EAYJATUCAkOaasJVIjAQBggBBgCBAECAIEAQIAv8UAUKafwI\/6SYIEAQIAgQBggBBgCBAECAIENJM9gGCAEGAIFD7ESAzJAgQBAgCBIG\/RICQ5r8EkAwnCBAECAIEAYIAQYAgQBCoCgT+rQ9Cmv8t\/sQ7QYAgQBAgCBAECAIEAYJADUCAkOYasJFIiASBmoAAiZEgQBAgCBAECAK1GQFCmmvz1iVzIwgQBAgCBAGCAEHgdxAgugSB7yJQXUgznywEgbqEwHePyGrfUZe2EpkrQYBf7Y\/I7wZINh5BoE4h8N0joUI7\/gFp\/mIrYjpoQVkrJSgo6G1G4bscHpEKQKAWwRiVzY3O4X3I5Sbn8\/KKeTwcA\/xq9\/FcEtSnAkcoVlASKSoq8gsIrPW79NtMzsuXL+v45qb3eZTlpbphUj421BEeXaJChCBQRxCg93mU5aXC517VpBmTKZsDVbJgteRv7SwmTpy4xT95T3gRkZqCwM5XOZuexLl7hS679HThCe85B6\/N3HN+6tZjU7ccnbhu33j33bRMXL8PLWifuffCnEPXFp70XnbJD6Mwdufr3F+abBjncGTxmeiiu\/HFEVm8\/GIcHNWINyMaHJu00Acn6nSFlOnp6b1GTPylrVyTj\/1tARljx44lm7tsz0cFgkMDgsqfS4WOLB8MvbFgnq6QkiBQpxAo2\/NRgeDQgKBSgVJ1pBmh83iChBqip7ciKkQIAv8cAR63OCshJvrZ\/aCrRx8dXHt\/x5KnxzYHXfaIeHDtfcDDhLAXKVGhUMhK\/JCflcbJyaIlPzMNLWhPeRuSEPri\/fOHbx5cDbrsgbH3ti9+dGjdq6vH3j9\/AB0et\/ibc+QxGDlF\/Jhcvk8S78qH4sfJ3CwODwv\/X6ecEUBZGORQ\/ea2Ayz5KXF3Ns6u3fJg5xJRUdFvIlA3G7HdaSl\/jPxDKMqHQQf2D4MhrgkC1QcB+nBAWf4YqZDwqog0I25aMAdIhYReGUaIzbqDACc\/991TL9\/9a64uGXV\/17Kox7cLczKl1bR1GzkZNm9v0rqbmUsfq45uNl2H1u8xokHvsQ37jG3Uf1Ijt8ml0n8iWtCOXuhYdnQzd+lj4tTVsHl73UaO0ipaBTnpkY9ugoJfXTra94B7tJ93UUEe41sL0sspBXyfZJ5PMpfON+Ng+ZZiVbTBNS04TiFV4bIG+pCVlT2ye9vCvm1+IKbM9B\/0VpOubuaqQ+xNvhfMkkEd16xZUwO3T+WGjOMCQh8mKCvX2fetwzUtCAbyfUXSQxCoowjguIDQhwnKCkGhKkgzYqUFEWMCKIkQBP4VApz83Aif69eWjfEY0fr1jZMSiqp2\/SY6jF3U2G2yVefBpq276zV11rRuqmJsJa9tKKWsKS6nJColKywqJiQiRjE\/HS8Uk4UWtKMXOtIqmtBXMbHGWP2mbUydu1t1HtJkwBSHsYsb9hkvIa8cdO344WGtrq8YF+nr+U32DLr8NJn3Kp0ruB1TcsBUPUQlbgUFXJNDFSB8T9hstouLS4cfLnfu3Plhf+V2\/qJ1bGw1NbXvKbdv375Ro0bfA6Eut9NHB9CjpeqhoP2ihGs6GFSIEAQIAl8gQB8dOFJo+aL3D1Y\/kYA\/GPwrQ+hA6ZJZjnP8yliiQxCoIAT4PG5xRty7+7uWHh7S8uX5g4Yt2w86cLfDwl3WnQer1qsvpawhJqPAFpNgCQlXiEfYgTUxWQUpFQ01M1vrLkM6Lto9+MA9ffu2L87uPTSk5YPdyzMT3iMqBgOJZga9cHiMW\/E8zifa\/KmLVqjUkj5I6ZIcqn8PdUZGxt8bqWwLBQUFHA6nsr3USvs4RuiDhS6rco60R7pEGFXpmvgiCFQxAn\/vDscIfbDQ5V8arHTSjPjKAqUpP1qIEASqBgE+j5eXkfLh5eN72xZ5rpokIi7Z878z3dceN3boLMSu6oc1hUTETBy79lh7sue6U8IioteXj7+3Y3Fs4JP8zFTESQOSx2U8T+GVHTJ0Y5WVZX7JoVplmP9bRxISEuSp5T\/bBPQxUnbI\/JmRPx5V5pcO44\/tkIEEgVqPAH2MlB0yfznfyiXNdJQoeTweyP5fxkqGEwR+CwGQ0ajHt\/2Ob3t+eqeykUWnZfsbD5wmq65HUZW72\/84SIrJlNXUbzJ4RudlB5T06j07tcPvxPaoJ175mWn0wOAsBo4XHDW00I2VXdK+UML1rx2qlR0RsV8VCHTo0MHW1rYqPNVGHzhScLzgqKGlaqZI+0IJ1wigapwSLwSBGo0AjhQcLzhqaPmbuVQie0BwiAwlBOFSFIVVIgSBKkCAV1wcH\/LC\/9TOqCd3lPTrtZ21ybxdP3FZRUZ1WsTlFC06DGg7c6OCjvHbRzefnd6VGPaSxy1OLEDe+VOyGYdPZUdNu0AJIYdqZaNdreybm5trampWq5BqUDDlP4kRNg4flJUqtAuUEHKoVhDUxEztR6ACD9VKJM3YDjiwy4SiCGkGJEQqHQE+jxvmdf7FmV1SSuoN+46v16anqJRspXv9Uwei0nJmbXs27DtOQkHZ\/8S28LuXCrhlB42g8qeGf2+cwNPH\/xRVew7V2NjY7du3Z2Vl\/R4clfv4NzsAABAASURBVKxdUFCQkpJCHiauZJirwvzHg0bwtyr8MRgCTx\/\/U1TtOVSrBj3ipc4i8PGgEfz9GxAqlzTTkQli\/NevnqUjIWVNQuCPYuXxuA\/3rAz1vmjTbZhFu74yatpUtf\/6KcVkyarrWrTrh5iDb55+sHsFv2T5IwD+alCJ2yr99uFfhfsLgxMSEjw8PHJzc3+ge\/fu3YsXL+bn5\/9Ap6K6gHBoaOjo0aNHjhyJSkWZJXb+FQLYoJCq9w6nkKr3SzwSBGooAjheIH8ffOWSZoRIC4\/H+\/tYiQWCwI8RAGO+s35mUnhQu7nb1M3thETEfqxfrXqFRcU1LBu3n78j7vVzHC\/0gYOyaoKEI1rgumo8Vo0XLpeLtC6mhmTzwIEDDQwMZsyYER8fv3HjRn19\/RYtWqxZs2bixIlgsf369du9e3fv3r0RmLe39+zZs8+cOePq6jp37tyuXbs+f\/4cdRMTE+gUF3\/712ow8KcCeFNTU21tbXG7sGpo+o9Dun\/\/fkhIyI91SO8PEMAGxd5Fy3fVKrSD9oUSrivUMDFGEKjNCOB4wVFDy9\/Ms3JJMyKjQ0SJOhGCQOUhUMwp8NmzqjA3q+tqD1EpGQZVA29cUpSolGyPdSdwvNBSeXB9bZn2iPLrrlrQcvz48bdv327fvj0pKQnEd9++fRs2bPD09ARLbtmy5dChQ7dt28bhcCIiIjBZMOzo6Ojk5OSgoCCszpkzB8NBuJcvX45KTk4OGv9MWCxWs2bN6tevLyQk9GcWKnbUnTt36DlWrNm6Yw3HCy1VOWXaI8qqdPpTX1wePyM790NcPI6d9zEfUtPScMn601G1UqGoqCg6+v07svw7BLATpqWVfree3sdwvNBCr\/5xWbmkGSH+cWRVMJC4qDUI8IqLwrwvZqfEtZq0nCXMrtHzKh9\/lR1BVeboX22a27dvFxYWIoWcm5vr7+9vaGjYqVMncXFxRUVFCQkJaWlpBQUFiqK+wIHNZq9cuVJTUzMwMBDnfwxE\/JmZmSiJEATKI\/DFnlO+q2LrVebot8LmFHN9XwbPdN\/SceQ0p34jXQePHzdn6c2bt\/7mCvO3AqhWym+joqztW7buP4rIv0KgZdf+SHZ8c6\/4yyOoEkkzHRlKWr4ZPWkkCFQIAmnvIz68fGzRrp+ErBIMFhcW5Gel5WelFxXmY\/dDyx8Ln8\/LiHuX8vbzW9h8fnFBfmFOJo8ruFMPHdrXH3v5YiD\/44J2VFFWqtAuUNJSqb7+lXEtLS1Q5A4dOsyfP79t27Ygvkg5Y764ZyciIoKPdiSHoIAcc2LJgtWyUIWFhcGtQZ27d+++bt06JSXBPlbWWx0qJIZ\/hQB2IVoQACooK1VoFyhpqVRfv2U8IDxq6fot4emFDQdO6+Z+vPX\/\/uPo260+cPLixYu4gfNbpmqBMp\/HUzG26rPl0p9J700Xuq051nnFwa6rjvyZBXqU84x1zUbMoet02Xn5wXbztnZdc7TPlotocZ27xarrEPths7q5H7MfMdu212jXOVsaD5qGrt8SBNxh8W4Y\/61RlarsOHVNQUFB+X2JPmRQopEuUfkDqSzS\/Dcx\/cE0yJC6jACXUxjz0ldGVUvFxIZiMnHCeut7885\/s+9tW3TTfdrLCwe4xUV\/jA+spUW\/SQh9ERv4JCE0gGbJ4OKht896bZ6XHPEKlpMjX99eNz3ywXXUK0Mq9WiqVOOVgcaf2ezbt29eXt6ePXvOnTtXr149GRmZiRMnIhVx\/fp1ExMTPz+\/7du3m5mZgUNPmzbt6tWr5UkzlJ2dnUNDQ\/fv348uFov1ZzGUjUJKu6z+byvGxsbq6ur\/Noba5L1Sj6ZKNf43WwGB7T1xLl9cvmHvccpGlmwxCSlldVOnbrpt+12\/9ygsLOxvjNfBsblpSf4ntz\/Ytfze9sUP96zI\/\/gK\/x9A8fLiobz05C8Uov3uBl46TDfyebzX1094b5776ND6h7uXfwh8jM+yJ0f+e\/\/sPpMllBzxOuD8\/ryMFPgKv3uJ8TtvbijIzgi4sN93v7v\/yR2Rvjdpd98rw+9ezoh7971eBoNRZV3Yaf\/MV2WR5j+LhowiCPwBArnpKdmJsSrGViISUhjO5\/NSokLy0pIt2vdTNbH2P7Ht9Y0T+Rmp93YsPj+rHzh0YW5WQtiLywuH+x5wvzhvcNAVj4KcjJcXD539X5+LcweF3D5bmJv9+vrxi\/MGebpPKcjJzEmODb976e62hTfdpz7YuRQueMVFCWEBgZcPf3j5mFvEeX3tRKSPJ7LRPB436smdq0tGnZ3R+4nHxvys9FdXj2LgrXXTb62dlpX4IT8zjQ4DZ5nC3CzUA696wGB6TGTAxYMZcdGoE6lABMCPQZQVFBTq16+\/c+fOfv36tWvXztbW1t3dfdSoUUg8N2rUCOWCBQuQfra2tj558uTAgQMXLly4cuXKLl26nDhxAsGw2eyuXbuuWLECmWYMF\/rrx5GtrKwWL16M2GD83wrmDjT+bQzEe01HgM\/n371zy6RVF3bJGZhRslBMpqKBZaaIAnlovgSP3yg4uVkxL3wU9evhIwzZmXDvS8mRwbfWTr8w2y3i4TWgHfX41s210+5tX3xj5cT41\/4Pdi+\/V\/LxFOZ98V3JB9D1VRPS3kcUF+QV5pS+bfOd\/13f\/WtMW3e36jRIVEruxZk9nqsmvb5xMv71szf3r3htmguGHRf4JCsxBh9kDIpCBZ9cF+a4vbx4kJOb\/fjIf2f\/1+fhnhXZSbH0TMCwY189QT0x7GXE\/aua1vYmTl2U9Otlxr+\/v2tpYngguhCP38ntt9fPxIcpPlhf3zhxb\/sixPzkyEaowen52QOCb56KC3p8eeHwx4c3XFowzOfAGu8t8y4tGBLtfxcWqqEQ0lwNNwoJ6fcQyEtP4hTkKuiZlB8mJiOvad3UpvtweV3jV9ePh9+\/nPwmyKLDgPcBPukf3mYnxYXfuyynbaCA3mvHgm+efnZ6R7023bVsmwVePPT62rHX10\/g5NKw7ziWsEhWYiy3uFhMRk6vsZNFJzdGySIiKS2roZf4Jig7JSHk9lmDZi58Bj878UPQlSPSalrm7fs+P7Xzvd\/dhJDnmbHv9Jo4x4e8CPY89eb+5aRwQRgfXj5Kj4mEpScH13O5xVBLjggSFqu2r\/tApDVSpKSkGjRoICIiIiws3LBhQ1dX16ZNm8rLyxsZGbVp06Z58+b6+vpycnKogFWLioqCQ7u4uGCIubk5UrCNGzfGtCmKgk6zZs1ArO3s7Fh\/nWlG6hqMWVpaGsb\/rcjKyoqLi\/\/bGIj3WoBAVkqivLbhFxMRkZDiict88X2sL3TI6vcQkFXXZQjIayyLzQ65dZolLGzk2On5md18Ljf1XXhc0FN18wac\/NzXN0+rmNigYtNjhKaNvZy2ET62kDN6uGdlecvRT70lldT1mjqrmTXQqt88NzVJydhSSETMpttQi45uuo0clY0sLTsNxLkOn1BcTmGY98WkN0EN+o7Ta9I65qVPwNm9DfuM5eTnvH18izaLD9A762eBwbPFJQtyMt8+uikmLS+tqoXepDevYl74cIs4z05s+\/DCJ\/VdSKuJy7VsmyvomyGHbdV5oFGrjmFe5\/PSk+u17RnqdSEh7GWY1wU5TT1JJdXwOxcV9Oox+IwHe1fBVDWU2kCaCwoKMjIy0qvlUlxcXJCTUZBFpBIRyE1LwnlETFr+6wOMJSQso6LF5XAi7l\/PTo6PfHAjOTwoJymOz+MyWax6rXuYOvdgS0iFe11U0Dau16a3iWNXcVnF\/Mw0ppDwszO78tJSWCwhPo\/HFhVnS0jjjCCnrsegF4pSMbHOSYkPvXVKUddUWk2HwWCkx0TyeXwYMXXqjhNTpO9NPoOhaGBm2LydipFlalTom3vXMSTywY2ksMDspDjzdv2zEj\/gQj8hLEDZ0FJCThlGiFQeAvhIgND2UYGU1ekKyrJG1MsL2iHlW0idIEAQoBGQkJbBCY2ufyo5+VLcHElJyU8t\/75WMyLg83hXFo3wGNG6xdhF6paNYwOfJoYHvfe\/D0YLrgmqKqmoZuTQSc2sQV5qIupMJlNB10RcRp5XXBQf8iIvIyXxzUtGuaUwN0tSUZWiBJSPLS5BsZhSCmosIbaslqG8loG0sqaotJyspj5LmI0P06LC\/MSQAKPm7bWs7aVVtCIf3OTzeSE3z+JjKzM2mssphGGbLkP7br+KUyJiaDl2cWZc9P7+jZEVkpBX0rBolBDyLNTrHMVkWncehMhfXT3GKyqWkFNksUXkdYwl5FXePb2b\/iEy6tFtfCLnZ6QhMBOnbtq2LZByUjdvaOjQIe1dNX2qR4Ag5l+jBbdWcc+0Y7VcXr16dWn+0FNTuhGpPAS8N8\/HcY6jvfxujIOcW8TJSvrw\/sVDPTtHEXEpSSV1E+euztPdcZAzKIrH5WYlfijMyeDzeSLi0jxuMZdTUMwpxKqshl7z0fOlVbXPTu+VHhcFsxSTxWSxSnpBg9EgECUDc7aoxLPTu+u59BKsMxhMIWGKoopL7HCLOEKinzLHFEvwijERcUlJJTU6DHXzhoo6Rpr17QPO7MlJSVC3bEQbISVBoMoQyMrKqg6vi66y+RJHlYEARVGujg6RPtdx6vtkn88vjI+ULkjFTZVPjaT2awgwWSyH8UsUDcxzkuMYyNqISSjqm5q17dlp6T4RyU93qJhMJoNisoSF8bHELSxIjgy+u31hXlqSsoEFcrrlXSnq1YsPfVGYmw06nhkfg0Ei0rJQoPAfUvKnpMBKqRQV5vOKi5BgYouLC4mIGbfqaD98lkWH\/lTJZxmPW0y7KC7MVzOz7bP5okEz14e7V0JTzaxBblry81O7jVp11qrfwnn62nd+dx8fWldUkE8xmcUFeRRFscUlZDX06rXp7jpvq7S6NqNkQS8EVSG2yBfBoLGaCLOaxPE3YURFRe3du9enWi42Nja9N54ftN+byE8Q+AuI2s3byhQS4uTllN+L0qIjnp3e5bvfXVZDv36PEcatOuanpyRHBONgppgsikGBIvvsX+N\/cieLJWzerk9BTqb\/yR0vLx3i8bji8spZ8TFq9WzFZORzk+IYDIawqJisum7sy0dRT+5glRZRKVmt+vYScsp6TVrTLfLaRqIy8sE3Tj07tSP1fbiBvQvdXlpSlHGrTvnpqR\/DYDIoyqbr0LhXfhLyKgraRgyyEASqFoErV648f\/68an0Sb7UNAXCg0QP7CMe+jrhzNjfhPa+ogMpNzwt9nOh9ytxI38rKqrZNuErmI6Ou02LUfORo3wc8REoFqdy09xF5GalC5XIxCISiGBLyyjKqWq+vHYsNelJcWEixWAXZGYXZWcUlKWHoQIwcOkgrazzx2Pjq2vGox7c0rJrIaugyKAYD4xkMlBQD\/yhGySIsKq5p2yza\/27AhQOhdy7o27flFhbGh7zISUnkFRczWSxoJYa9DDi\/H7w56U1QwLl9wTdPFRXkatg8\/Kw6AAAQAElEQVQ0RZeCromotFx2UqxOw1YICTrq5g25RRwmS0hOUz\/4xsmEkOd6jVvnJMenRIXlpaUwmQKDjC+X0mC+bP7X68x\/HQDxTxD4WwREJKWZwuxsXJGXWKKYTB27VqbO3XCBrmHRyHHiMgkFZR07R5tuw7iFBYJLbb7g9ymZQsJq9WyV9OvV7zlKt3Hrxv0ncYuKcLKo32OEop4pn88tyEpvNmKOprW9XhNnU+ceJk5dNSwbFxcWwIkQW1SvsbOmVRMjh05OU1aJyyrpN3XGWUBCXtmqo5u0qnZxQUGTwTM0rZsateyoa+fIYDCMW3Ws59xDx65VuTCQHWAo6JqKySnq27dhCgkzyEIQqFoEwsLCYmNLv9lTtZ5rr7c6ObN6pqazxg3XzHgTcXbrg20LAw6tLnx6sbmVsZubmxj5qsZv7hLickpWnQfLaRoYNndtOWahuKyiqXN3vaZtBDy4IJ\/BZ2jZ2Ft1GshgMDSsm9Rr20tMRq7VxOXC4lJymgbmLr2FhEXqOXe37TVas34z8\/Z9oQaRVtHCR5WopHROcpyGZWPLjm6SimpNh8yQ09CjmEw1swb12vZki0vK6xi3GDOfJSxs2KydcavOnPzcosI8FWNrh\/GL4bcgM43H48IaLUyW4DNLTEaBLSGVnRSn28ixycBp6BKVkhWTkQfVllJSE5ORQ0JKWlXLpttwGVWtRgMmSaloFXMKDZu3q+fcsygvtyg\/R1HPtOXYRRiooGNs0X6AhLyyor5Zs+Gz0VINhZDmarhRSEi\/h4CEvApbXCo54jWfz8dIimJqWDZuMmhaI7fJlh3dZDX0GAxKRErGstPAxoOmWXcZLCEveHSYJcxGHWq6dq3Y4pL6zVyaDp7WeMBknQYOUsrqJo5dGvQeY9G+v5ComKZ1U70mrRV0Ter3HGnq1JXBYLDYImhUMbGWVtHUtm3BZLG0bJqhhWIyVevZNuw7rsng6WZteopISus2ctSwEnyZTLeRk75926\/DCL19VkHPRMOiEYMstQuBkydP1q4JkdkQBL6LgLCwcPNmzWZNnThnWO80\/1uju7SeMHrk0KFDFRQUvjuGdHwHAVFpOdPW3WTUtCkmy7rLEGOHTnKa+rY9Rgg+0ToMoEo+ZYwdO2O0qml9w+btWMIiKPG5g4+bem16omLs2KXJoKna9ZtjLNRoUTa0sOs\/EWLRYYC0soYQW6R+9xH4CKMoJrpgQVhUXFZDr2Hf8QwGJamoatV5cKMBk6w6uuFjq17bXk2HTK\/fY6SyoQWjZMEnXf0ewxkUJadlYNN1KNzR1hgMRkbs2+ykD0hFiUhKq5jY1O8+HKJmZksxmeoWjRq5TdZv2kZCUdW665DGA6dadRoEHbv+EzAQ3o0dOorJyMtrGdr2Go2Waih1iDRXQ\/RJSBWCgKi0rLK+WeKboJzk+B8YpCiKKSSEAjqaNvY9159BnVkuv4s6U0gIvSVCMVll9ZIGBkPQQlGlK9\/\/w2SxWMLC3+un4FWoNAzctyrIybLtOVpYTOJ7+qS9hiLQoUOHGho5CZsg8AcI4LSnoaHRvHlzGRkZBwcHc3NzERGRP7BDhnwTAXwgCT6eqO9+AAk+nhgMismkmCwGo+TTCn8+F8GHj4goRVGfN397jYK2wFSpMlNImGJ+YozoZQmzP46kWMIiDKpUs6iwQN2ysbpZA0owHM1MOjZamSVU+uFIMZlMISF00+01pfwEQU2JmMRJEPgCAYpiajVoUZidEfPiIY8r+Im+LxS+XhWTlteq3+zr9qpuoSjnqWsMm7lWtV\/i798hgPshkB\/7hwKPJ3iI6JtqaIQCBJW\/FEdHRwuL0tTRX5oiwwkCBAGCABBQN2\/YdNB0aVXB6+ewWsuEkOZatkHr6HTEpOWsugwOu3sxPuR5hZCJf4hjTY\/\/H0JX\/V2DCt+6dWvv3r0\/DvXcuXPDhw\/\/gc6qVatWrFjxA4Vf7GrVqpWZmdkvKhM1ggBBgCBQgQjURFOENNfErUZi\/gYC6mYN6zn38vPY\/OGFD4\/L\/YZGTWhC5DHPH9aESEmMf4IArogKSpbs7OwnT548f\/7c09Pz6dOnaEtOTr53796NGzciIyNTU1OjoqJycnICAgJQh6fHjx9HR0ej7u3tffv27ZcvX8bGxnI4HLRfu3YtKCiosLAQRnx8fK5fv\/7q1StujT0EMFkiNQKBxMTEmzdvnv1qSUtLu3Tp0lfNZ0NDQ2vEvEiQBIEfIEBI8w\/AIV01DAETp871XPs8O70r+OYpTv5nb6CrETPh5OW8vnHi+Zld\/zpa4r+yEABpBicODw9\/\/\/79okWLzpw5AwY8a9asR48eob5582ZU3r17R7uPiYnZuHEjCDFW586de\/78eWSgFy5cuGfPnhcvXvB4PH9\/f+SbwZJ37tz59u1bLy+vmTNngmfDBSHNAI1IpSKAC7\/g4GDsb19IXl4edtovGrGakJBQqfEQ4wSBKkCAkOYqAJm4qCIEKIpp7NCxYZ+xca\/8nhz+LzP+fRU5rgg3GXHvHh9aFx\/8zK6f4HvEFWGS2KiOCOTm5iKFXFxcDM7h5OQExow6ssVIPLdr1w6rzZqVPm0P4gudoqIiTCMjIyMpKQmU2tHRcf78+fr6+hRFnThxAo2qqqrgKCDi0AkJCdHT02vSpInw97+KCmtlAn1krMtWSYUg8OsIGBoaTpkyZdlXi6am5rx5875qXtaqVatfN15BmsQMQaCCESCkuYIBJeb+LQJgEprWTRv1nyQkKn536\/y3j25xiwWc499G9WPv3CJO5MPrd7cuFJGSbew2WcOqyY\/1SW\/tQAD7qpqamqKioqysLLgv8nM6Ojri4uKioqJlE+TxeEhO06scDicrK6tevXqWlpa6urpMJhOpaDk5OXV19d69e4PBdOjQYeLEiZs2bVq\/fn1hYSE96scl+XGTH+NDegkCBAGCQHkECGkujwapVxUCleqHomQ1dBsNmGjTffiTI\/9dXzY2KyGGUV2XzLh315aN8Tu53bbXqIZ9x8uo6VTXSElclYUA2LOysrKUlNTTp0+RhM7MzKQ9iYmJ8Xi8sLCwe\/fuJSYmgkxLS0v7+fmBKyOpDDKNRDUqLVq0GDJkiJGREZj37NmzV61a5ePjgxQybeTHJdzl5+f\/WIf0EgQIAgQBggCNACHNNA6krG0IsITYOg0cem44q2nb\/PSUbl6b58aHPC\/IzuBVg8QzYkAkccHP7mycfXZGHx07xx5rT2nXb172AsvatjHIfMohICMjIy8vLywsDKIsJCSEHiSbjY2Nu3fvjrxvkyZNwIAlJCTQi9vczs7O27ZtW7NmjYaGBlbbt2\/v6enZt2\/f6Oho5Jh79uyJsS4uLp07dw4qWdq0aYM74x07djQ3N4dlIpWOAHFAECAI1CUECGmuS1u77s1VWFTMpssQt71e8tpGTz02+e5fE+p1PiE0IC89mc\/70XtwKwMqeMxNS0oIfRF655zvvtV+Rzcp6tcbsPuWVaeBiLMyPBKb1Q0BsOSJEyeuX7\/ezMzs3LlzJiYmiHD\/\/v0jR47s0KHD\/fv3nz9\/jvYBAwacOnVKREQEys+ePQOZRhJ6zJgxYMlY9fb2fvTo0cqVK9XU1C5evBgYGHjz5s0GDRqAdsMC6nPmzGGzy353AB6+K2DekpKS3+0mHQQBggBBgCBQDoFaS5rLzZFU6zoCIpLSNl2HuszepNPQISUqLNjz5Itze1+c2\/P20a20mIiigjxGZS6wn\/b+zVvfmy\/O7g44v+\/1jZOp797oNHJ0nbPFuvNgxFaZzontmoQA0s8guxRV+sNadOgSEhJM5qcTtaioKHToLpQsFgsK4OKoQ6CJVVR+UcDUbW1tf1GZqBEECAIEgTqOwKdzcR0Hgky\/1iMgKiVr0My12fDZ9XuMUDWx4fN48a\/9Xl44cG\/74keH1gsy0GEBuenJDD7\/b6Hg83PTkhPCkFE+\/+jgOth\/efFgfPAzGFY1rW\/bc5T98FkG9i4ikjJ\/64iMrwMIVOoUjYyMVFVVK9UFMV6nEIiNjZWRkQkLC6tTsyaTrTsIENJcd7Y1makAAZaQsJymgUHzdvV7jLTuOsyiXX8jh45SSmqp78IDLxy8uWby2Rm9b66Z4nvAPejq0bePbsa99kuJCs1JTchNS+IWcQQmSv5zOYVoQXtyVAh0oBl0xcN3v7vnmilnpve+6T4l8OLh1PfhUioaxg4dLdr3t+k2tH6PEWDtcpr6iKHEBikIAgQBgkDtQSA1NfXMmTMgzXv27ImMjKw9EyMzqQgEaocNQpprx3Yks\/htBJgsIUlFVSVDcx3bFvXa9rLrN77l2EVtZ25sNXGFUauOEgrKGXHv3ty98uTwxjsbZp6Z1vPU5C67e1hvaadPy+5eNqcmd0W713+zofPm3pXM+GhJJRVjx05Ok1e0nflfyzEL7fpOqNemp7ZtCyUDcwkFVSZL8K0vBllqOwJZWVndu3d\/\/vy5o6NjRkZGbZ8umR9BQIBAQUHBnTt3oqOjFy9erKGhsXXr1rS0NEEH+U8QqEUIENJcizYmmcqfIUBRSP2yxSRFpeUk5JUVdI31Gjtbdx7SYuQ8lzmbu6052mfLpSGHHg498mjspZCJ19\/SMvZiyNAjvkMOPeyz+SJ0XGZvbj5ynlWnwXqNWsvrGMMOrLHFJGCZ8fkjqoxqt5CAKhIBPp9\/7tw5Q0NDCwuLRo0aeXh4oKUiHVSordu3bwcFBVWoSWKsLiKAnfz169cPHz7s0qWLiYnJ9OnTi4uLsfOjrItwkDnXXgQIaa6925bMjCBAEKhyBBITEx88eNC1a1dhYeEhQ4bcu3fvw4cPjOq6INRffKNzdZ0BiataIPDmzZuTJ0\/a2to2bNiQxWJJSUmNGTMmLCzs\/PnzVfgi8GoBBQmidiNASHPt3r5kdgQBgkBFIpBXsnzPIpfLRe5WR0fH2NiYoihtbe0GDRpcvnyZ5Nu+hxhprwUIxMfHHzt2TFVVtX379mUvb0G+uVu3bk+fPvXx8fnF36esBVCQKdR6BAhprvWbuBpMkIRAEKj5CBQVFfn6+i5duvTIkSPfm01cXNyrV6\/s7Ozk5eWhIy4u3qJFCyTh3r17h1UiBIHah0BaWtqePXt4PF6vXr2UlZXLJigkJNS0adNGjRrduXMHBwWuJ8u6SIUgUHMRIKS55m47EjlBgCBQdQhkZGQkJye\/fv3a29v7m15BC549e4YEM+5QM5mCUyvqZmZmioqKDx48qJ7JZgsLC6TDvzkd0vgNBEjT5wgghXzmzJnY2Njhw4draWl93slA1rlt27a6urq42YJj54teskoQqIkICM7sNTFuEjNBgCBAEKhKBOTk5Nq0aVOvXj1Q4W\/6TU1Nxc1opNbAkssUZGVl0RISEhITE1PWiAqfz7948SJuZ7u4uFy\/fj04OHjIkCHNmzcfP358SkrK8ePHly9fDjXobNq06datW506dVq8ePH8+fPPnj3bsWNHpf1\/xAAAEABJREFUZPWQ1U5PT588ebKDg8PatWuR8IP+7wr5cZPfRYzol0fg5s2bT548mTBhgo6OTvn2srqMjEznzp1xPXn48OGyRlIhCNRcBGoJaa65G4BEThAgCNQIBHC7WVxcnMVifZM0gwSHhoZGR0eDWJdXQL1Zs2b5+fkvX74EdSibaURExObNm52cnECCQcRPnTrF4XAWLFgQGBiIlsjIyBcvXkAZBoOCgkC4r1y5kpeXV79+\/UOHDg0ePHj79u1KSkrnzp0D2wa9RokUOPR\/VzCj8r8v+LvDiX5dRuDx48fnz5\/v3bu3paXlD3BQU1MbNGgQduy9e\/f+QK02deEsEf\/s7qqGYkT+FQJHhztKSkpWxk5FSHNloEpsEgQIAnULARBipIe7dev29ZkaxLRdu3a3b9\/OysoqAwUcV15eHglj6EMhPDwcOi4uLsg9Q7NMrawiKirq7u6OpLKhoeHu3buR4YPHa9euIdl8+vTpt2\/fIs+NljL971Vyc3MLCgq+2QveD3L\/vd5vDiGN1RkBHo+HC61f2aDQxDVbYWHhbz1EhCzygAEDWrZsSYOAsbhJkpOTQ6+ixB4Fm4jBwMBg0qRJ6urqaKwLYmRkhIMd06+h8uHDh9atW9fQ4Omwi4qKtm3bVhk7GyHNlYEqsUkQIAjULQRwpn7\/\/r2ent43p62lpZWUlITzeFkv8rugKRkZGWgBZZGQkMjOzgajRSkrKysiIoJ6WlpaZmYmeqFDC7rGjBmDZDZy0s+ePVNUVFRQUOjateuqVauaNm1KP0hNa36vBCO\/detWWS9YDjzSq2BXV69e9ff3p1dJWaMRAGm7f\/8+eAOu5ZDl\/fFc4uLiDh48iNsdkOfPn2PP\/LE+9hncV9HX1we1EhMTo5WTk5OxH965c4dexSUc7q4cOHBg\/\/79vr6+NjY2uCCku74uExMT3717B9r9dRdpqaEI1NawCWmurVuWzIsgQBCoeARatWrVpUuXr+3ihmynTp0uX778NeEAVwZVBalFUrlsIDgE+O6mksXT07NJkyZIHi9btuzRo0cgwdbW1kj2gIKAbWB42Sikk8GVQbhVVFTAqnv27AnaDRIMdgK\/FEWVaX6vAjp+6dKlhIQEWgEsGSSJriNd\/fDhQxinV0lZcxHAvoH7Dzt27MBFF5goLudwAQb2vGfPHuwqaImMjARLvnLlCnYwTBMMeO7cuVDG3rVy5UqsYq\/YWbJgLKx5eXmdP3\/+0KFDx44dAznetWvX9OnTYSE2NhYsefPmzejFBRj2K\/BpGIQ8ffp0yZIlISEhqKM9KCjo5MmTqGPHxuGAPRkZ6LNnz27duvXo0aNr1qyZN28eIkSiGvskDIJqh4WFgc2jF\/qYy5kzZ7DrwrWfnx8YOa7xLly4gOEIICIiAmoIEqQfLogQBCoPAUKaKw9bYpkgUA0RICH9FQIuLi59+vT52gSTyXR0dEQ6+dWrV1\/0vnnzJjo6unnz5mU5OSioqqpOnTrVwcEB1FlXV7djx45ubm5IVE+ePBn3u8GwFy1aZGFhgbzy6NGjW7RoAbqDUeLi4khaKykpzZkzB4329vagGkj4KSsri4qKQuGngiFSUlIg97QmiDKSfHQdrB030M3NzelVUtZcBMA1z50717Bhw\/nz548cORJ7F1gmLqtAhcE+wXoDAgLQde\/evcLCQnqa2IFHjRrVrFkzcN\/w8PDt27djZ8aui1w1yDToLBg2mPfatWtxkQaujN2Gvr4C90UFZm\/cuEGbossDBw7A4+LFiydMmICrO5BmjEUXjHt4eMTHx0N\/3bp18vLyIPFIM4Muww7UsOfDNa7foIb7Hrh0BCdGJMuXLwenf\/DgwYYNG8DjfXx8QKARG8j09evXccGJKSMYuCBCEKg8BAhprjxsiWWCAEGgDiGgra0NmgtKUUZEMHnkifExD4psampKUZ8yweAolpaWAwcO7N+\/P6gzMsfdu3cfPnw40tggtRDwDNBorIJtGxkZoQ5raMdq3759kdUGBZeQkEBl2LBhGAsmDYWfirS0NGyCr0RFRZVXRkYQBMXZ2Rk2y7eTek1EAAQULBl7Y9mlFDarpqYm6CkSwFlZWaCzwsLCU6ZMwUUUPUHot2\/fHiwWexrUAgMDwa2hBq6M5DHSuvXr1x8xYgQuq5DoxZ0QXOBh31NTUzMwMMBtFnBoMFraFF2C5jZq1EhOTo5ehSlEhTqMg9rCHWLDXgcvuM1ibGyMey8IAGlmxDljxoxevXrhig6Sn5\/fo0ePoUOHImBcTKIO2g1rJ06cgFPM5cWLF\/AFm0h+9+7dGy6IEAQqDwFCmisPW2KZIEAQqEMIgMXi4x9JMlCBsmkjx4zPeHzYg++WNZZVQJ0h9CoqQkJCFFVKrCmKAhehu74o0Y5euhGV8qt0449LpKjBeJCcK6+GVCJyzCAu5RtJvYYiAD6KyJEzRgkBQ0XCGAlaXJthP+Tz+WhEWldDQ0NERAR1CPY9cGgkgHHtBwWs1qtXDzc9VqxYQe9gkpKSGCsjIwPCCv6K3RUlctWgs7gyNDMzQwk7ZQJfoLxlq6ggDJRlgps24Oj79u3DLRfYhBc4Rcy4wpSVlUUGGpog69jDsYqLPdxmgeDODNohqamp0EQ2HWGD0EMNezUU0EWEIFB5CBDSXHnY1lXLZN4EgbqKAHgnPtSfPHlCJ5uRVEP6DfQCKbfqAwniQUIOGcewsDAQFxBl3LVHmrlbt27oqj5xkkj+GAEka3H9hvsJL1++jImJ8fLyQh23EZAYzszM\/ILd0l5AOtu0aYNc79atW8GMQbuxM+C2BlgprgZpHbpEu7KyclpaGvYfJIaRJMa9C7BtEF+wbVoHJW6bIF2Na7PY2FgcEUg543rS09MTPJtOOeNi0tXVFWweyWZw5Xfv3iHUjh073r9\/\/9GjRz4+PnR2HKbKC+KkV+EUBrW0tJo1awaCjqjodlL+PQLYAcaMGfP3dmqlBUKaa+VmJZMiCBAE\/gECyNu1bt361atXSDDDPajA3bt3O3To8AXtQNe\/FWTmjIyMQF8aNGgA2nH58mUnJydkFv9tVNXOe40NCCnhYcOG6ejozJkzB+QV1LZnz563bt0CzcV1HTgrWC9Yddn8wGjBj7H3ImurqKiYn5\/v5uZ24cKF0aNHHzhwAO1IJINwQx\/DTUxMsIrK3r17raysoDxt2jQwV+R9DQwMwF+hBkGWesKECaDgCGD37t3Q7NGjx\/r160GRcZ0mKSmZmJg4b948KAwaNGj8+PEYsmvXLlxetmvXbv78+SDNnTp1giPcpQFRBom3tbVFyhkCHSS50WtnZwfNBQsWgMFDDRaIVAgC2DrYYSrEVO0zQkhz7dumZEYEAYLAP0MAhAC3kh8+fIib0WCluOlcnp38s7A+d4z74I6Ojkj1RUREvHjxArnA7t27f65C1mo2Atra2itWrDh+\/Di478aNG0F\/z58\/j8rBgwcbN26MS7tDhw6VzRDXTmfOnMEqLqX2798PdgvOjYGnTp0CJQWNnj17Nm5KQAE0F1RYQ0Nj3bp1SBKD73p4eBw9enT58uVYXbZsGdLVUIOAaoMuwyyM7NmzB1QblmETBHrlypWg161atQIjh0ycOBEh7dy5093dHWwelnEVd+zYMdBiEOUjR45gdwUX\/++\/\/8C8LS0td+zYgVSovLw8PEIT3B0UH\/pwSqRCEMC9CFxfVYip2mekRpLm2rcZyIwIAgSB2oEAuEKvXr2uXbuG283gJWAVSJJVt6khdWdqagoicufOHdy4xy14XV3d6hYkiecvEcBWBrmkH\/NlMpnYM1EiR4vyVyxjv4V8TxNEFqbQCx3U4YvNZmP1C8E9FlxDlnmkgynTQXtZC4bjChNdMIVGRIv6jwXDYR\/ef6xGen8XgYyMjC1btvzuqDqiT0hzHdnQZJoEAYJAFSFgYWGBjN24ceP09PTq16\/\/A6\/\/sAt0Cre579+\/HxkZ6eDgAP7xD4Mhrms6Au9jYtp36tL286Vdu3bIK9f0qdXB+DkcTmhoaB2c+K9MmZDmX0GJ6BAECAIEgV9FAKmvsWPHvn37dsaMGXQ27ldHVqEesnog98g3N2vWTEtLqwo9E1e1EIGc7Ozw9ELjKdvLi1irgQEBAbVwtrV9SqqqqsePH\/+tWdYdZUKa6862JjMlCPwzBI6dPCUqJcMWl6wjYmhqFh0bb2JuWZ3nq6al475h45QZM2UVlatznBUYm4KCwj87Bmq7Y5awiLSKZnkRl1Ms\/z6N2g5A7Zkfrqh\/8b3vtWfOvzwTQpp\/GSqiSBCoeQhUl4i5nMImg6bNeJBChCDwDxHILSyuLocEiYMg8JsIFBUVcTic3xxUReq5ublv3ryhnRUWFn748AEt9OpPy+zs7LLvHRYVFSUkJMDCT0fRChkZGRgbHx9Pr1ZBSUhzFYBMXBAECAIEgW8gwOPxCnOyigrzSULuG+iQJoLAJwTqdI3L5b59+\/bYsWOXLl3CSeMfYvGuZEE8X8QQEBAwYMAAujE6OnrlypXPnz+nV39aPnnypOwNd2lpaR4eHnFxcT8dRSusW7du1apVT58+pVeroCSkuQpAJi4IAgQBgsBnCBRzCqL97vrsW+W9Zd69rQuen9mdk1J1yZLPQiErBAGCQPVGAFnbV69enTp16ujRoyDNkMTERDq9Cv56\/fr11atXb9y40c\/PLykp6XjJewbBJg8cOAAOCuUXL15s2rRpw4YN4eHhjx8\/Pliy7N69G\/lget7I9cLI6dOnd+3alZ+ff\/bs2TVr1pw7dw5JXFDYy5cv\/\/fff+fPn0cMy5cvnzdv3pEjR5AMhiPYvH37dl7JAq5MW0MXYrt\/\/z5Gbd++PTMzMzY2dv\/+\/QgS8WMuUMdYrO7btw8x5OTkgIoXFxcjfk9PTygj34y89datWxHJtm3b\/P39MeratWvu7u6gyIgcvpBoOHz4MHSgLCMjA30ED5tACQGARmOWCB5h7N27F2Pp2P6+JKT57zGs2xbI7AkCBIHfRACn+7ePbnltnhv\/2l\/ZyFJCQSUvI7moIO83zRB1ggBBoE4gICoq2rRpU3t7e\/pNfOC1YJ8gtTiThISEgMiCOL5\/\/x6s8dmzZyiDgoKYTOaOHTuuXr2KrC1YZlZWVkpKChjnnTt3QFhhAXwUFmj4MjIy0AiSDf4KugkqDI9eXl5QAOul36RBk\/KEhAQWi6WoqIiBqID+wjjINFbLCzgu8scgsojt5MmTSJCDtoLfgyXfvXv3wYMHGAWWfOPGjQsXLhQUFGBsREQE+DEYc3BwMIZjCqDIiPnly5cgx7du3cJlgJaWFtpBrBEehgANaBobG8PyiRMnfH19UYEaKt7e3rhOiIyMBL3GdAAC9CtECGmuEBiJEYIAQYAg8KsI5KUlvbl7KTctqdnwOdZdhjTsO6FRv4kyqtpJEa+urxh\/wM3+7P\/6xgT4FBfm+5\/Ydm\/H4oLsjDcPrl5aMDTlXdira8c9V0266bU5F64AABAASURBVD71\/By34sKCJ0c3HR\/fwWOk8\/sXD\/l8fqjXuePj2kOCPU9zOYW\/GhDRYzAYBASCQHVFgM1mKykpgSlSFIUYUendu3fnzp0pirp586aCgsLUqVMHDx4MyguKCQ7arl27MWPGNG\/e\/OHDh69fvw4ICEAqFxnfK1euZGVlaWtrDxo0yNLSEu2wBsGpg8PhdOzYcdSoUSDTycnJMTExGAgBLUb70KFDwVCRt9bU1LS1tXVyckJIsINeZK+hDCPlRUhIqGfPnkuXLm3VqtWZM2dAoNu0aTN58uRGjRphFVwcRqZMmeLi4gKOjjw3vK9YscLU1LR169aoIzuOywDw\/v79+2MgmDoSxiDEsOno6IgKgsHcYRzEHS0qKipIinft2hUuLCwscAEAI7A2adIkBAxAMLB8eH9TJ6T5b9AjYwkCBAGCwG8jkJeRkhH3Xt2ikayGLkuYLSwqJiIpk5eR+mDX8pjAR\/YjZ2Unx3qunpwcFZLyNjQxNAD0NzP+\/fvnDwuzMzI+vH1+bm96TKR2gxZJbwJ99qxSrWfbcswCOXXd\/Ky0y\/OHyWkZqlk09DuxNTky+LcjIwMIAgSBao8Ai8UCF0TaFZGCBMvJyUlKSkpLS4NKIoXM5\/NRERcXl5GRKSoqAmUEhbWysgIf3b59O5iosLCwhIQEhoB9wgIt4KCwIyUllZ6erqysjKz2xIkTQWrRDk2xkgVcFq5hDYLs74gRI+ACkZS3Q1sDrVdVVUVCWkdHp7BkgXHYAb9HVhuCClbRiPAwHHGC7iN4DKQtoESoiAcTQaVx48YfPnyYM2cOUuyurq6ysrJQQBh0CQuIDcHAJq4uQO7RjjnCPsZiCrCDlgqRGkCaK2SexAhBgCBAEKg2COA0TnGLOHweryyk9Ni3mXHvTFp1NmjiUr\/H8PzMtKSwQAaDj38MLHy+oF7yX8XIynn6ugY9R8uo6UqraobdufDO7x6Pxw33vsgt4uRnpmbERHE5nMLcLIwjQhAgCNQyBIqLi5EkfvHiBebl7OwMunnnzh1vb2+Qznr16oE0b9iwAQndCxcu2NnZmZmZgTuiCylYExMTZIgx6geCHHZcXByoKlLRYM8gnbQyzllgzqCkwcHBUVFRIK\/IN8Md0tJI68IprUaXiDA6Ohp5bsSABDBc3717FxF6eXl17NgROfJ79+6hDjE3NwfThTvEfOPGjfPnz4P+0kbKl8hqq6iogCUvXrwYEdI6CAk6KNVKljIXPXr0QHslCSHNlQQsMUsQIAgQBD5DoGxFQl5JTks\/Ptg\/NvBxblpSQVZ6VkIMn1vMEmYXZKZx8nMK0lOZLCG2uCTFYhXmZWcnxSZHvCobLiQiwmQJTt1sCcl287bqN3UOOLcv4MLBokLBo4FCbFHDlu2aDJ4mq6lXNoRUCAIEgZqOgKGhYYMGDcARQVJ9fHyeP38Oqgpa3L9\/\/02bNnl6enbr1g06UGAymXv37m3RogXoqZ6e3uDBg589e7Zw4UIwaVNTU2SdAQUItK2tLSoQsGFY1tDQQB0svE+fPtu2bVu7dm1CQoKDgwN6YRCOjIyM2rVrV1xcfPz4ceShY2Jibt261axZMxBxpH6RAMZwCHLecHH79u3Vq1cjhoEDB3bq1Ak097\/\/\/jM2NkZI0ASN3rhxIyaCVQMDgw4dOjRt2nTYsGE5OTk2NjbIGSMYRAJr4MoNGzZEKhoBv3r1CkaWLVuWmJiILqTMQcFxSYCUNqg5UtHobdWqVfv27eHI2toaOkhpI8UOTFCvEBGceSvEEDFCECAIEAQIAr+CgJisommbngq6Jg92Lbu7dcGD3cufndnFFBLWa9I6NvCJ7\/41rz3P6DR00LBqIqdpkJMc9\/jwhsSwl4yvlvQPb4M9TzEoSkZdV0xaTr+Js45dq6SIoLhXz5LCgwqzM78aQRoIAgSBmopAly5dZsyYwWKxkJcdNWqUm5sbuKCIiMjMmTNPnjx56NChfv36gb+iEWqnT5\/etGkTqCeys8i8enh4QGHp0qXQGTNmDCBAZfLkyahAkD\/GkJYtW6IOirxy5cpTp05t374dbBsJYFBS0NN58+a5uLg0btx4y5Yt4N\/gwSdOnIALcGvYb9SoEexjOERHR2f58uXohezatQvDwaG3bt2KIEFq4QtEFqOwumPHjvr164Muoy4hITF69Gi0wyaof\/PmzXfv3g1rYMyITU5ODl4mTJgAov\/+\/fvs7Gx0SUlJ0ZcB4PRg5\/AFO+7u7uDc4P0TJ06EDtg57EAB9QoRQporBEZihCBAECAI\/CoC+FTTrt+89ZQ1jdwmgxYr6Zvp2jkq6prW7z7CfvhsGTWdRgMm2Q+fJa2iaerUteXohUYtOzpPW9t68mo5TX3jlh3sh80Sl1dmMBjicoqqpraKeqZNBk01d+2roG3UZsa6Rv0myGsbqhhbicsKvuHOIAtBgCBQ6xAAiwVdLpsWmC79NLC6ujqYpbKyMgglRQm+NUjrQBlC139aUhQFg2Db39SEHSZTQB3pCkg85GtNGJGUlERJd8EabNID0YIKVtGI+q8IEtWRkZGPHz8Gtx4+fLi2tvbXo4AJbJZ5\/FqhQloEM68QQ8QIQYAg8K8RqBj\/c+fOPXv2LDITs2bNQirC398fLUhyrFu3Ljc3F\/fjcLutZ8+eOH9VjL86aYUlzFY1tbHs6GY3YKJ116F6jVuLSstJKWuYtu5q22u0Rft+8lqGAEZaTdvMtbe5ax9NG\/t6bXuKyympmNoYtmgvIiGNXkkFVYsOA2y6DTdx7CKhoMygKEV9M8uOA217jqzXpoekkhp0iBAECAJ1BwEkcXv37i0vL1\/LpoyEMTLroMsQFxcX+grhn8yRkOZ\/AjtxShCovgiAFgcHBz979uz27ds2Njaenp5Xr17FHS7c8IqPj8c9OAcHh\/bt2\/\/vf\/+rvnOoIZFRFFNYRIwqSdt8DJliCQl\/rAv+UkwWg6IEtW\/9pyj0f64gaBFiUN8d8i0zpI0gUK0QIMH8IQIURdFPaPzh+Oo6jMVi4XpAS0tLTk4O9X8YZm0gzbjmYH72qfMP8SSuCQI1HgHcCOPz+Tj5duzYcejQoc7OzklJScuXL8\/Kynr79m1ERMTNmzefPHkSHh6ekZHx67Pl5OXmpiURIQj8QwSwY\/\/6Hks0CQJ1E4GcnJzTp0\/Xzbn\/dNY1lTQXFxeHv333xP\/Zg4cPTUzrxcTFv4l6xykq+umEicJfIUAG1wEEOBxO+VlaWVkdPnw4ISFh4sSJYMni4uKNGzfu37\/\/qVOnxMTEymv+uB5y8\/SF2W5ECAL\/EAHys4s\/PkhJL0EACEhKSvbq1QsVIl8jUCNJ84f4hF37DsxZt33qpoNTN3tcDPqw5OD5uet37tm3PzgklOQSvt7MpKU8Anwej5Ofk5eenJUYk\/ouLDE8MD7keUyA73v\/e++e3Hlz\/2qY98Vgz1Ovb5yg5dX14y8vHnxxdm95CTi\/\/9XVo7RCSXky9M55jH3reyva\/9775w9gMyH0RUpUSEbcu5zUxMKcLB6vuHwY1baenp5ePrbAwEBkmu3t7YWEhFRUVIyNjYOCgpBmTkxMFBERKa\/547p11yEDdt8kQhD4hwiwxSRK91LyhyBAEPgOAkVFReHh4d\/prOvNNY80v\/sQu2j5yuN+kaLWrRsOnN56+trWU1c3cJsmYu18MSR59eYdd+\/dw\/3lur5h6\/z8ce2ErFJmQkxCWEDUkzvBnqefn979+PCGe9sWeW2a83D3iidHN704swd8N\/zupYiH198\/u\/ch8HFcsH9KVGhaTGR2clxOSgItuaC8udnFnILyUpSfm5eRQiuUlPEZce8wNjE8IDbwccwLH9h8c\/8q\/L68cNDv+Faffau8Ns712jzP94C7\/4ntQVc8oBD3yg++8rPSeTxu9dliS5YscXFx6dq1q6urK6KSl5cvLi5ms9mzZ89u2rTpmDFjbG1tc3Nz\/+2DZQiMCEGAIEAQIAhUOAK4o7hly5YKN1s7DFY70vxjWHEBtP6\/jdHCqo3cpug0dJBUUGUJCbOERSQV1bRtm1v3GssxaLL32OmAgIAf2yG9tQwBHpcLahv36mnwzdOPDqz1dJ96YfaAi\/OHPNi59NVlj5gA35zUeKawkKSSmpp5Q70mzobN2xs7dDJx6lavTS9zlz4W7fpadnCz7DTQqvMQm27DbLsPt+05qkGv0aXSe0zDvuPs+k0oLw37jW\/Qe0ypQolm\/e4jMNa6yxCrToOsOg2ETfN2fc3a9jJt3c2kVWejlh0M7F206zeT1dAVFpcozM1KDHsZeufck0Prb6yccG5mv6vLRt\/bseTF+X1RT70Y\/3QZPnx448aNW7ZsCYqMQIyMjAYNGjRq1CgnJydQZxsbm\/Hjx0+YMKFHZf7qEvz+lvC53PzMtKKCPHoUJy8HtwKAML1avsQlCnaS\/IyU8o2kThAgCFQGAlevXm1HlpqGQO\/evY8fP17Tov5JvBW1e9cw0uzl+zQoJs2sXX9RKdmvIRAWk9Bp1j5HwfCG563MTPJi\/68Rqj0tvOKitPcRr26cuL9j8blZ\/Q8OanZmRm+\/49uSI15JKCkbOXRsNnJe2xnrW01YZj98dqP+E226DrNo179emx4gr\/pN22g3aKFh2Vi1Xn0lAzN5HSM5TQNpVS0pJXVJBRUxaTkRSRlhUXEhEbFSYYsymawvsKMoJktYpFShRFNEQgpjxeWUJJXUpJQ15DQN5LUMFfXrqZhYq1vYadVvrtektUHzdqZO3cxd+1p3HtKwz9img2e0HLvIeZq706SVVp0HKxuZF+Zkhd4694Wvf75KUZSwsHBZGCwWS0hIqGy1OlRyUhPub1\/87qk3HUxxQX6kj2dGbBS9Wr7kFRVlJ8Vxiz57bptW8No4Jy0mgq7\/fUksEAQIArj23kGWmobAqlWrTE1Na1rUP4m3og7GGkaanzx9KmlSX0xa7nvzZ7FF9OwcXr+Pj4uL+54Oaa9ZCPB5PF5xMZdTmJua+Obh9fu7lp2a3GVHV\/MLcwfGvnwsparZaMDE\/jtvDD5wr8uKQw7jllh1HKzfuLWyobm0qpakoqq4nKKolCxbXFJIRJQlxKb+6YtWwD6ZQsJCbBFhMXERSRkxWQUJBRUpZQ15bUMta\/t6zj2bDJzabt5WRm1fwHGx+XZ2Nb+zcXZGwvtba6dv62C4t4\/t87N7cFvg8sJh2YmxfD7\/0vwhb+5fSY+JRMvV5WP3uzVOinjlMdJ5b7+GLy8fenRo\/a7ulnv7NHj\/\/D4Pmeas9IKsdK+Ncza76J6fNSA3LZHP59FAZifFhtw+Q9cLc9LjQ\/wjfT1397T2XDNlX\/\/GuDWBxP\/dLfP9T24\/M7WHz95VtCYpCQIEgb9EQEpKSpcsNQ0BLS0tUVHRsqhrR+Uv9+Sy4TWMNKcnxosraTLLJb3KZlJWEVPV+ZBZkJWVVdZCKjUOASSS8zNSM2LfxYc8D71z9uHelRfmDz43s1\/UPa2EAAAQAElEQVTkg2tSiqr2w2YPP+E39Iivy6yN9buN0LRqKvqtOw+YNZ\/HK8zNLirMB3\/Ky0jJS09G408FacispNjiwoLymnw+H+3FnAKU5dvpekF2BpgZXSfl9xAozM3KjIvOSogJvXOuICujx3+nm4+ckxT2MurJ7S4rDzcePD3K92ZCyPPs5Dgut4jB4GcmfijMzeFyCjPjY1hMVocFu4MuHxGTke+14Zy0kkbE\/autJiyz7jr0yZGN\/JKHwt8\/f\/D20a3mI+fpN2+bl\/7pAYz4kOcB5\/bz+XwEVlxYmJ0Qm5+Zlhn33qxNd7t+E2Je+qbHRJq16yssKt5p6X67AYIfX4UmEYIAQYAgQBAgCJRHoIaRZm5xEZOJ+8JU+Tl8UadYwkXFXB6vNMn0RS9Zrc4IFBXkpcVEvPPzfnXt2Itze\/1ObH1xZk9yRLCSoYXj+GVue++4ztlSv8dITeumopIyyNr+eC75malvfT39jm8O8Twd\/8o\/6MqRlxcP\/XgI3QtWd2\/bopR3ofQqXeanp4TcPPP6xsmgq0cRIffz+\/sRD6\/f27GE1qyqsrL8HK\/o5cKFCx8+fEC4iWEB\/qd2YMvGv3qmZdNMSc9MREImOTxIxaS+prW9pmUTtrhUZvx7mt0yyi1MlpB1l6EqJtZGLduDbT\/x2Bjp44m95cPLR7j\/ICotV1yYD3VwXwVdY+sug6w6DpRR12F8XIwdOvX679wXOwzFZGnZtlTUryfEFuXk5bLFpSgmU1xeiS0m+XEc+UsQIAgQBAgCBIFPCNQw0iwpK8fJSedzf\/SqgeKsFEVJEbHfeYPsJzxI7V8gAAKK\/GLQFY\/HR\/5DGe1\/Ly89RcnA3KbbMOfpa1uOXVTPubu8jhFF\/ehi6YvAC7IzAi8feX3jBJMlzGQJ5WWk5KenJoYGoPHlhQO5qYnFhQUht88+8dj49tFNTn4On89\/+\/g2Vl9dP54R9y43OZ5bWJiblhRw8QBYGoxnJX3wO7EVdgqzM+5smJUcGZzyNuTF2T0vzu3LQkI0OzM3RfA8QGJYwLNTOwMu7M9JSUgIeQZ3r6+fCLhwIFPABXkRD67BReid87DD53Gjntx5fHhD0BUPxAMX1UTCK3p5+\/ZtTk4OZqeoX8+y4wAz194SCkrZSbGFudnc4iIJRdW89KT8rLS8jFQut0hCXhn7Q15aUsaHt0Ufv9iHsbTI65g0HzU3PzMtNugJr7hYzayBZUc3+6EzWWxRKAiJiBVkpeemJheVcGi00FJcWJCX8SnxTDfSJcWgKEpwGhQWFUMlL+2X7kXQY0lJECAIVAQCxEb1QkBERMTa2rp6xVRtohF8WlSbYH4eiL6hce6HiGLOZ\/fNvxiWGvlaX0laUVHxi3ayWt0QAGtMjQ57fmb31aWjAi97gDYp6ZsZt+zYoNeYxoOmGjl0xCpb\/A\/TfukxkUhG6jVp02TgVIsO\/bUbOvAFt\/tjQMUCLx0Ou3vpw0vfQCSe+fzwu5dS34UhEq9Nczl52eJyiqBRwAqM7f6OJRmxUcyPjwOBYKkYWYrJKaKFLSHJZ\/CFxSQifK4\/O7UT+gJBE58vIikdcvvc89O73z97gPR2YW4mXITeOZcQ9vLh3lXcYo6otCxMpUSF+u5fwxaXSAx\/GXb3kmB49fi\/qKKXadOmmZqaYnLiskrKhpZK+uZGrTqnRIVcWzrae8s8BR1joHF18aiHe1ZIKqkZNHeVUlb33rLg0eEN3MICimKUX5DjD719npObrdvISUnfLOD8\/qe47Hl8G9dFUNOwbFTEKbi2YtyjQ+sLsjMYjNLB0c\/u317\/P37J4xmMrxeKAS9i0vJats3ubV8Ueuvs1yqkhSBAECAI1BEEZGVlJ02aVEcm+7vTZP7ugH+r7+LYkhsdmJOa+L0wOJkpyUG+DS3NVFVVv6dD2n8VgUrTKyrMj\/T1vLJ45O0NM3PTk+p3H9l44BSbLkNNHLuomTeUVFSlSpJ\/f+O\/IDtTSERUXseIKVT62geKolRNbOz6T1Q2skRiO\/jGqdy0RKR4E0NfpkVHvLl3RUxartGAKXqNnCQUVPh83tOjm2CksdsU9scfRODxeQEXDj45\/J+ygYW4jIKYtIKQiFhRfm7U0zt0qHAhLqfEFBIqys95++QWMqaSCmoW7QeomtgkR74O8Twlq6bTsM84nQYtRWXkoh7fyU6MzYr\/kJMUF\/vycXHhjy4Fafu1plQ3a9h+\/vYmQ6bbdBuuambbbsGOJoNntBi9oOngGYp69ZynujuMXYx6j3UnDZq5ymrpt1+wXdHADNPXb+Jcv+dI3Hxo5Da59XR3h\/FLsfOYOHaRVFR1mrwS2HZass9+6MzGAyZ3WX5Ir3FrDIGomdliu1MUhbq8jnHHJXutOg0afOg+VpUMzVpPWaVqWp8pJNT2f\/+1GD1fy7Y5gywEAYIAQaCuIiAkJKSj8+nxtroKw7fnXcNIs5aGepf2rv57ljK+lTTiFXGi7l9S52a4uLhgq397xqT1nyJQXFz4\/NyeIyNa+x\/fVq9Nz64rjzQfPkervr2MmjZbQvBQaUVFxxaT4BYWFGQh3VhmkhIWkxCTkWdLyvCKi9EloaiqYd24yeCp6hYNc5ITxGUVRQQxsCiKyeNxU6NC8tOTRSRlGB8XJpPZatySQQfvx4c88zux9d72BdH+d5X0zXgfnxdKjQ6\/89+shNAAFSNrbpHgpWYsYWG2uKSwuCSfy8uMjxGTVWCLSVJMgQtOThZbUkrNwrZe2571e46gmDXpYPzw4UPcX7yghiXMBnlVq9dAUddEWFRcRk1b07qJunlDCXllJoslpayhadNUTlNfXttIVEpWiC0qq6EnLCr4yW5xOeSqLVSMrXCFI4nNZ9kInFtaRRMGpVW1xGQVMErbtpm8tiFERFKaUbKIyypq2TRllCxCIqJymvqwo1TCwoVExKRVtYVLroskldQ0LJtIKKiUKJKiFiFApkIQIAgQBCoCgZr0OU3Pd8yIYTYaso\/WT85JiOEV5jH4PAaPyyvIzU+Njzy\/jR32cMaM6UpKSrQyKasFAnx+UUF+WkyE34ltR0e0iX\/l7zprY+\/NFwxbtBeRkKaYLAaDYlT0oqBrrGxsFX7vUtKboNT3b2JePOSXvGCB8XExde6Wm5IkKq2gbGQtIa9i7Njpw0uft49uZXyIyktLZrGEW01alZeR6r15XtnjQLhSy06JTwoPRLjZSfF5mWl6jZ2LC\/K5Bfm0cZBmHrdYr3Hr\/Kw0UHb+x2+jQp9BMczb9X7\/\/EG0\/730mMiC7Azdxo4FmRkMiqViYiOrrscSZn8MrVr\/zczMXLduXYMGDebMmVNdAxXg\/VVs32z8Sos01FUEeDxednY2dm\/ux2vguooEmTdBgCDwXQT+MWn+blzf7xAWFt62ZbOTmXaMx9J4zyPv7l+Junsh4cbBuCOLjVjZGzasNzQ0\/P5o0lPVCBRzChPCAgLO73+4ZwVyq52W7OuwcJe6RSPqrx\/A+PFMRKXlbHuNRp7ywe7lXhvnxAY+RmpTQdeEwWAo6BojVWlg76Jt2+LpkY2PD2\/IjH+vYdXUtudo\/5PbffavTokOU7OwUzY0bztzQ1ZCTGbsOwaDISIpo2nVxP\/Y1oBz+6DZdMh0NVPb4JunpFQ0FfXrickqqJs3hFl4Cbx0WNnQUkHHBJlsZWMrBoMhq6mPLt3GzsatOj09uvnx4fWp78LVzOxse4x8cWbPg53LQKYZNWQpKCho06ZNu3btaki8JEyCwE8Q4PP5KSkpjx492r179+nTp+kvrf5kDOkmCPw+AsXFxRkZGdjBsMv94mho4rZeeHj4L+p\/rVZYWPj27dvc3NzyXVh9+fIlTublGyuqjjmGhYXBRXmDycnJmEWFeISRkJAQf3\/\/\/Pz8hISEx48fR0REwBeADQgIKCoqQr3ypOaRZmAhIiIyb97cBf+b2kSVrZ8WGHhwpbFY4expU1asWKGmpgYFItUEgbSYiOdndgdePlKUn9Nk0PSmQ\/8nr2NUZbHJaeo7TljeYdGubqs9Wo5ZZN1liHWXwfBu1WmgXf+JItKyraeu7rbmmOvszUoGZkLC7GYj5vRYe7Ld\/O22PUY6jFusoGui3aBlt9VHFfQEX2KDtTb\/W99j\/alOS\/fV7zlSTtPAftjMzkv3Nx8xp8vKI+aufVuMWSCjpuMwZlGnJXvth83ssuoIPDYaIPg6hWnrbo0GTGaLijuMXdx97XGXOVs0LBux2OwmQ6b3XHeqw8JdZm17MWrIoqKiYm1tXVFvp+HkZn946Us\/ykIDUJCV\/vbxLU5eNr36g5LP42YlxeZnpX9TBzZT3oZkJcR8s7fCG4nBGooAPsvv3bu3b9++q1evSklJ2dvbS0hI1NC5kLCrMwKgdHfu3MGF2fr16+\/evfuLofJ4vAsXLuzc+fG75t8Zhr0XVPWbnbh5cvHixfj4+PK9UVFRCxYsSEpKKt9YUXXQ8c2bN79\/\/768QVyUbtu2rUI8vnr1asOGDd7e3iDNq1atOnjw4Lt37+AL1Hn27Nnfw4FRQUuNJM2YO5PJtLW1HTt27PLly+vVq9elS5f69etTFIUuItUBgaKCvNfXjz\/cs4JbzLHs4NZowGRlQwsmS6iqY6MoUUnBQ7Hf9EsxmUIiohSLVdbLEmYzBY+LlDX8qMJkCTGFhBkUJcQWKdNjCpU0MhjlG8t6ocwS+syFkKgYU1j4k0LdqBXmZIZ5XUBZkJP17qk3l1NYXFgQfPN0QbbgN2L8jm3JK\/fTJN+EJC89+cmRjY8Orn12ckf0s\/vpMZGwU1QgeFszrQ\/SnBD2MiM2il4lJUHgCwTS0tJu3bq1ZcuW69ev41LQrWQxMzMj34f5AiiyWiEIMJlMaWlp0BUQR\/AW2ExMTIyMjEQFSdmjR4\/OmDFj+\/bteXl5ISEh4ILgf0+ePOHz+WC9uBPy4sWLZcuWzZkzB5QUQ+Lj47HrQufy5csYNWXKlCVLltBcHGx1zZo1J06cQO\/+\/fuRi42Li+NwODwe7\/jx4\/\/73\/9AwZF7Rjsy39HR0VBGu4+PD8yeOXPm5s2bfn5+CGDr1q3z588H2YUauhAJUsWrV69eunRpYMmCCq42EZWvr29RyQLLM2fOPHXqFO0Ro9AMO4gE1B8xIwO9cuVKxLZnz57Q0FC4nj59+q5du5AORwDu7u6bNm0Cm3\/27BmixXAIKsBh8eLF0Dxy5AjoPiw8ePAAsECZniBmB02UCQkJXC4XZBqRQB8GgTBazp49C4UKEWaFWCFGCALlEciKf39\/+yJQGdvuIxr0HK1mZgtuWl6B1Os4Al6b5nptnnd7w8yY5\/dTo8N5PK7Xpjl3t8y\/tW76++cPCrMyQaOfHPnvzLSe97YvykoszRbnZ6TEvPSloXv\/\/GHUkzsmjl1NW3cTkZDy3iKw5r15btSjm1eXjnp6dLPP3hVZ8dHxIc\/QiNULcwc+OrgOpBxkOuTWmUvzh5yZ1uP87AHR2YCGggAAEABJREFU\/vdpg6SsOwiAoyDnt3bt2mvXrpmYmCD50rt3b9BlcXHxugMCmWkVI4C9q2nTpp06dcL9cFyYgQuCOyLxDDKKpCnIX\/v27W1sbLKyskBhcUWnrKyMXZQOEjwbfBHkT05ObtGiRaCYly5dun37dsOGDXV0dOTl5UFS7ezstLW1oR8bGwtKCvKtoKBw6NAhXBMGBwcjzw0mumLFCl1dXYyibxXC15gxY7Kzs8FB\/f39MRZHxP3798HLQXwRMBgq0sNQQBcEoywtLUHKwdeR7kXMmAh4qoeHB2g9ZgE6C7\/I+6ampkIf4unpiawzvKMRNBcGwXR9fX1lZGTgApcHiAd2QPcRHog17vYgWtgHA8ZwCKg2FBCDnp4eSDZ61dXVNTQ0MF8LCwtA0aJFC3RBs0wQCeACMpgI6PLjx4\/B2st6\/7JCSPNfAkiGf4lAcsRrry3zJJTUWo1fqmltz\/7TFy1\/abeur1e7+VPUn9\/YUbewE5ORr99jhISiaurbUD6Xq2nTTFhU3LbnSCVDc0w1+vl9\/xPbGw+cwuNxIx5eRwsk\/MHVW2um4DMGdVFp2ZyUhPC7lySV1OW0DOW1jZQNzW26DyvmFIbcPJOV+EG7QauM2Hdp795EPfZii4lZtO8fevtsbOCT5MjXQVc8rLoM0rRtnhoVqmZmC2tE6g4CyNgtXLgQZMLU1BRZMdBlfGyDH9QdBMhM\/yECAQEB4JFDhw5F4nnYsGHILlMUhRsdHz58AGVUVVUF3QSnBDVEIhZ3QrCKaME1QWqR3o2IiAAJjomJARFs27Ztt27dQBytra1BXlu2bElzRx6PB8bZv3\/\/wYMHI7GNUWCWaDxz5gyuDEeNGtWgQQOQb7TAO6g5LhpxUgUjhyMMRG64uLgYRBy3XmABrsGD0YU4JSQkYAoM\/unTp1ATFRXt169fq1atECT4N6IFHUdyd8iQIbCPIZArV640a9YMjX369AEhhhfIqlWrQL7Dw8M7d+48evRoXEuAdsMpLidop2DkWAV1BkQg+jDet29faGLUvXv3zM3NNTU1GzduDNeAERUcy\/BVJqdPn7a3t8f1QIcOHcCbYVxfX7+s9y8rzL8cT4YTBMoQwIGXEPri7rZF2g1a2vUZLy6nxKCosl5SqU0I7Nix4+DBg787o8hHgpdz31g1EUyXLS4pp2XAFpXg83h8Bl9aRVNIVAz0V0RCGmYjH3hSTObrG6eSw4My496DCqPRutNgt33eFCXYqXQbtmo1cXlc0JPdPa3eP78vJqsIkdXQZwoJM1nCztPcVUys+XwehEExDFt01GnYSlJRLTspNi89hWKxJORVVU1sios4RQWffT8GXojUbgSw6548eRJZrokTJ+IzGDe1y+aLG8TIWimVLAYGBvjoLevCHfCSZkHRo0cPfN6XdZHKbyJQR9X5fP6bN2\/WrFnTq1cv5JuBAjgouCkqYLFIxwYFBbVr1y45OZnFYmHPBKE8evQoiCkUMFZYWNjW1haNSJ2inp+fLyIiQpUsYMy0DtZQgUC\/oKAAq+CUELRAMjIyYI1eRRfIK9LDSBuDnkK\/qGRBIzQhPB4PDVCDPkq0IDBcbSLDDSIO12hBO7tkgQ4sgDrLysqiS1JSEo6gAMEouhGMGV1ogWDi9BCMxmShDC6OdnhHMOiCYBUXA23atMGRCB1MGY1IddNRwTUELVBDiToqZQId2MQo2MdEkOHGwLLev6wQ0vyXAJLhnxD48PLRzTVTpZXVFXVN4oOffQjwJfJnCHzCtHbVsGOYufY2de7GEmbzeVyclcvmV9LC45a83BqNbHEJJptt7NChyZDp1p0HMVmCp+F53GIGn49eCCc\/V9euldue2+rmjZ6f2skUEuIVc\/hQQN+3hKIYFIuFHmVjS4rJ8j+5PfDy4UYDJknIq6CRSN1BYOrUqaDLyGDhVvKdO3f+97\/\/lc0dKbEHDx7gYx4SGRkJclPWNW7cODTSAtZibGxc1kUqBIFfQQDUbffu3YmJieB\/ly9fBst8\/vw59kCMRf5YRkYGlBSNyKoieYxsLmifgoIC+CUUcDME3BFjwUfRiPRwo0aNkNm9efPmo0eP0ILMLjLQCQkJUIbAzvz58\/ft2wciDmtogfTt2xfpalwKPnnyJC4uDmGAqYPpIu8LL+g6cuQIIsFYKKOydu3avXv3wjXNOBEYGDaILJfLzc7ORk4aamVCURTyvt7e3shnI5uO5DRa0Ovi4nL79u1z584heQwejxZaMAVDQ0PEf\/78eRx0iA3t0Fm3bh2cImZcCSB3jkw2DkMEcO3aNWj6+fnhuoK2jBKCUXSJSpngshYXwHAKiJCWHjRoEEIq6\/3LCiHNfwlgLRr+d1NJfRfmuXqSgq4xmM3r6ydwB5zIHyPAqKWLjJqufpM2unZOUkrqfB435NbZnJTS73RLKqkJsUVCPE9lxgu+c23s0IlfVBz7yi87Ma64iMNkCfhuYthL\/1M7aN6MK7QXZ\/cEe56CHXWrxjKqWlkJMW\/uXeHk5XwfPBBnhhBbVFhUHClnJQNzkPgymv79UaSnViGAPNnkyZNxfxzpqGPHjuGGCT6J09PTa9UkyWSqHwIcDkdVVRVM8cWLF15eXggwKioK3BQkFenVu3fvIomLPbNt27ZgiiDBuDYDBwUjtLGx6d2798CBA5FSxR2S+\/fvg0936dLFxMQEQ2AKGdwFCxa8fv06NDQUZiEYpaGhERISAsbZoUOH9u3bg6TimnDUqFGg6RiFzG7Xrl3NzMxwCwV8HfRUXV39zZs3yOw2btwYFmAzNzcXSeLhw4cjSYwWWOjWrRsuJmEZQWpra8M42nV0dJycnGCkQ4cOYKuIB+QYLXQSHUNgExNB3tfR0REeQWExCvoIgGbDCA8G0YhVpMOB0siRI5EkRgsE7vr06ZOYmAjejMMWszA1NXVwcAAICBJXvwgMahDcBurevTuMODs7t27d+saNG4gfQMFv+WtjaP6NVGvSHBgYiHtnM362QA1XJz\/TmnH06FFc\/fwNWGTs9xAoyM54dMDdqvMg13nb2s3fTuQvEfgezrWmXVpVs2GfcUKiYpJK6o3cJrPFJMXlFBsPnCosJimhoNKw7zidRq0cJ69kCbE5uVk0S8bcKRZLWKT0q1qSimpscUlwbhOnrvW7j9CwbGzq3J1ishR0jB3GLYayiIRUvTY9IY0GTGJLSjOFhK06D9SwELwg3Niho6ZVU25h4eND61PeBkOZSK1C4GeTwcetnZ3diBEjwEXwWY7c2J49ex4+fIhc4M+Gkn6CwB8iAG43ffp0JJtpAa8FwwMlRQVUctasWcj4jh8\/Hjtnw4YN16xZs2nTpjlz5mD\/BBnFvtqiRQvwnI0bN0ITQ5B4Xrx4MVLF8+bNQ54Y3NHd3R25Xjo4KMyePXvnzp24qYKs7bRp0\/T19UFDp0yZApa8fPnynj17zp07V1FRsXnz5vAFZgnjaMftFxBfGNHT00N969atsImkL1pAnQcPHvzff\/\/BCJSRQl66dCnawenBccF0kfBGchphL1myBPdzNDU10QsiC2WMWrZs2YQJE0B2N2zYgHYmk1m\/fv0VK1YgHkSCKaARbBjBbNmypWnTplBACwQIgATDCDQxEWjCCNiztLQ06mgEFFCDIGZk60HHESqg27ZtG+xbWlqCWwNYKFSIVGvSDLhxVYGrhB8L9kXcqvixDnqxXwoL17l3e1XIXvJTI6G3zzHZIvW7j2AJEYR\/ihZRYAiLipu07mbdeZC6hZ1lRzchEVHsOcaOXay7DgX9NXPtIy6nZNq6W5NBU226j1A2sqQhUzG2tu05kkFRWFU2srDpNqyR2xRcqkkqqEooqFi072\/m2lvZ2KpBn7FQEBaT0G\/aRq+JM9rZYhJMlpCxQyclQ4v02Le5aUni8orFnMKc1AQWWxTKROogAvhkbdCgAXgABIk93MzFp\/XTp0+REayDaJApVz0CoIPgc7RfiqJAl+k6SvBUcFw0ol4mIDBoLFtlMplQo3VQlpkyMjICeUULcq4oy\/TpCoxgIF0vX6Id8dAt4Evg92iB0C10iYFogU2UdMsXJbrKz4Luxaiy2OiWshLxQx+jIGDhY8eOhWVImUJZBY3QLFv9aQVOoQ\/7P9X8XYUqJc2\/G5yamhquMHCZ9WPBJQ5uLvxYB724rAHuvxsD0f8pAnkZqW\/uX7XpOgxM6KfKRIEgQCNAUUyKKXjogl5FifMmk\/VZC1NImGJ+OkdBgSXMhuZHoYTKUV6KyYLNj13f\/Sujqg3JTU2S0zHouHifvDb5AdHvYlUXOkCdkU9xc3PDB7aiouKzZ8\/IDcm6sN1r8RyRbaSzxX88R9DuNm3a\/PHwPxtYr149pJD\/bGxVjmJWpTPiq1YiEBv4WEHPVF6n6n7qr2pg5JcsleSrxHbpd9oqyQUx+00ExGTkjRw6Nhs+27rTYGWjP\/zBnW9aJo01FwHk5EAUxowZA+osKytbcydCIicIILnwlxlWWMAnVBUjidww6\/OkSRUH8IvuCGn+RaCI2ncRSI0Ol1bVEBIW+a7Gv+vg83l\/5pzHLX5z7\/K7p95\/NvzHo3g8bsyLB5E+N+rUt9ByUhOT3rwiQhD4hwjg0PvxsUl6CQJ1CoFvTjYuLs7V1fWbXaSxDpHm9+\/fX7x48VTVLsnJyeH3r4TcOluLJfblI3E5ZdxJr26HU8rbkEgfT05u9h8ExuNywZhjAx\/9wdifDuHzePGvn79\/\/oD78Q1rPx1SCxTeP7vvu281EYLAP0SgTh1xteCkQaZAEKhuCNQh0pyZmRkaGhpctUteXl7au3Cwt1os+RmpFJNJUVW9byPD\/ezUzkeH1r99dCsnJSHM+2L43UvFhQVRT7wi7l\/LTo57dHDdjZUTnhzdxOdxY4OePD262f\/kjuSI11jlFnGendoRcf9q4OXDLy8cyE6KQ\/TQeXZaYPD9i4cMBl9B11hWU\/AzQkUFeVFP7jw5stHv2Ja4V08ZDEZOSuLLiweRin5+etfr6ye4RUVopIXHLUYkELT7n9iWEPycV1yUlRgTdMXDd\/8a+MqIjaIoSkZNW17bkMkS4uTmvDi39829KwHn9kGnMCcL02EwaGO1qjRr26vrag8iBIF\/iICwiFitOqjIZAgClYCAiIiItbV1JRiuDSbrEGm2tLScNWvW4qpddHR0mgya1mL0\/FosBs1d89OTucXFVXlAFBXmPzqwFlwzJzXh4d5VieGBiWEv7+1Y8uraMa9NcwpysxAMn8dFTpfP5RbmZnttnBMb+Pidn7f\/ye25qUnFhQV3ty68v2sZLDzx2Pj2kWd2ctzNNVPCvC+B0Rbl5fCKikLvXHjre5PH40b734PlxPCAt0\/u3Fo3IzU6LCshxnvLfL\/j28K8Lj7YtSwpMgjuaMHAlxcP3tkw6\/2LB6+vn\/A9tC426OnTo1v8T20vKsx\/fm6v7wH3nOT4aP+7b+5d4RYVFuRk3t2y4PGh9WD8Pof2PvMAABAASURBVPtWxwY95v\/pIyV0AKQkCBAECALVBgESSM1DQFZWdsKECTUv7iqJuA6R5irBsy46kdMyzEqK43IKq3LyCSHPY174MIWFKT4jPSYy\/X2ERfv+opIy97YvRgbXpFUnSQVVGQ09MVlFM5deET7XE8NfstiiPA7nw8tHuenJDD6\/uDBf2ciysdsUKRXN1HfhTCYrK\/FD6tsQXnGRgq4JxWRBgcsp4HI4EQ+uUxTDttfo+t2HIU8c5nWBz+My+AyDZq62vUdzi4tSIoMZHxc+g1FcWCClotF85LyGfcfHBT4Jvnk62v+etm1L+DJs0e79sweJ4YHFHA7U+Hw+g8\/jcYu1bFs07DdeWFQsJSpUp6HDR2N19++Ls3uDrh4rm3\/Eg2sBFw4Aaj6PlxkXnZUUywd0Zd1fVRJCA3D59FVzxTcUcwoRD\/aZXzGd\/uEtLpkYP4z8V+z8mU5Rfm7a+zeFJdeT37MAnTf3r+Dg+p5CRbVnxL0rys\/7A2vZSXFPj23GbkCPjQt6+vzMnlwc0fQ6KasZAmfOnLElS01DoFGjRj169KhpUf8k3oo6Mghprigka5qdiotX07opPmWzk0t\/2q3iDP\/IUk5yAkitMFtMRlOn2YhZ6hZ24vJKIlIy+ZmpolKywmISFJPJZLEoihISEUt9F85gUGxxST371g37jZdUUGFgoZgyqlqSSmq4Y8vjcoVERIce8dG2beG73\/3B7uU5qYlQEQifB54hLCouJiOPgUyWUH5WBtqFRcWkMVxBBS284k+PZ6ALIi4jL6WoJlHiCHEioywhrygiIYVGXnFxUcFndIElzJZW1ZRQUGUJi8AUSlioxcIpyM9NT\/rxBD+8fJwY+rxMJzkyJP6VH5\/LLcjOODm58033KVmJMWW9X1eKOYWFOZ9+FeVrhb9subp0DGgf6O\/ra8ejnnpxub90m4VbXJyfkfqXrn8w\/Nba6cnf\/62WCJ8bR0e7PD+7p5hT8D0jfD6fk5eLy7nvKfxle3LE68dH\/svPTMv48NZ7y7w\/sMbjFhdkppcNzIiPjg18VPSjn4Es0yWVf4BA165dfchS0xC4cePG+PHja1rUP4m3ovZ+QporCsm6a0dSUVXXzvHlxQO8r7hj5YGiamojraad+iFCWllLVl0PH6Uvz+1DACaOXZBifHP\/Cj7+xWUVCnIyPgQ+1m\/SRlhMPC8jWVZDX1xGgUFRXweWm5b07qmXbe\/Rxk6d8zJSC7JKP5hZwmxt2+aZ8TFhXhdfXT+JgYbNf\/614uTI1+H3r7w4t1dWS9\/EqQuS32Fel6Kf3Q\/2PC2joaNkYAY75YViUOVXa3c9\/f2boCtHMUcet\/jV1aNHR7U5PNzxQ4AvLifCvS8eHNT8yPDW8cH+2IJJb4KOjmp7wM0+5Nbp4pJbGbFBTxl8ilHMSwoXPBKTHhN5YlyHw0MdfA+tzUyMubt1waEhLc7O7JP05mVCWACnIM\/\/5HbY393TenNbbeSqH+xaenZG79PTenqMaJ34JjDo8qEjI5wuzhu8363JzXXTjo913T+gSaSvJ7eIE3TF48iI1gfcmr6+cfzlhf0eI50vLRh6ZLjTmwfXriwa8era0atLRj\/cuyoh7IWyoTmTYnqunnRgYNPrqyZmxr3LToq7tnTMwUHNLi8Z+er68aMjnY9P6BDz8lF2wrvoZ\/e5xcVv7l89Mb7j3j62m5w1\/U\/tDLp8+MgIp0sLhx0Z7hR+91Kkz3UEfGP1pP1uTS4tHHpuZt89fRoEXfPg87gxzx+cnNgZQT7x+C\/i\/uU9vW0910w+PMzR7\/i2e9sXv7x06Mqikb771wDb\/My0sLsX8z6mYAuyM3E\/RFpFKy7gMSc3m8\/nvX18G8gcG9cu8MqRywuGHRhof33VhNz0pMTwgOzkOBwC15aPwxR2dDE9Nrbd6xsngNvNtVMPDXU4P2tA3Gu\/2+tnXJg76NhY130DGt\/bsfjQ0JYX5g5MiQrh5OXc+W\/mvn52JyZ0DLl95tbaqZcWDD0+oaPHyDYfAh\/fXDvtyeEN11eMl1JSxzES\/eweQuXkZr99dDP9QyTqkJOTuzw\/s5vB4Id5XXi4b1VWStzFuQP39LEFOAgjO+nD+xcP8zNTgcOePg38jm7hEMYM1KqrCAkJiZGlpiFQVFR0\/Pjxmhb1T+KtqEOEWVGGiJ26jIBVp0EZsVHh9y7zuNyqwUFOy8Bx0gpFHeNnAs7hER\/sn5+d0WTwdJfZmwyauX54+ZhbxNFt5GTSqnPQFQ8FHSPnae48Dsf\/+PZIX8+i\/FymkLB+E2c5bUNhUXFVUxsFXRMGnxH16M7D3SsZPEbD3mMV9Uw1LBupGFtD08Spq3WXwe+fPcj4ENVi9AKdBg6iUjLaDVpKKqiISMlq2zaXUtZgfL6wxSUjH94oLsy36jxYr3GbpkP+p6Br4rtvjYSCSvOR8+R1jJUMzNTMGsC4EFtU185RWlVTREJKw6qxrLpuLabPOcnxiaEBKW9DshM\/xIc8z06K07Jt4TR1DUuY\/fT41tz0pPD7V1VMbWx7jeRxi5HHDb55hsUWaTRwsricIo9bxOfzg2+esu46RFpDJyHkeVFBXqTPjfTYt+3m77DpMgxbJzboSZNB09tMX8\/lcPJSk9Lev4n2u9ts5NwWYxZirF5jp\/yMNAkFFYdxi2E25OYZUEkmk9VowEQ5TYPc5IQ2\/9sop6X\/6vqJ9A+R2JkNm7tadR58b8eSvIxUJkuosdtkJUMLeLTqMkREQqrtrP80bZrCrLCYBLajTY+RzYbPSY549f6FT9wrP1D2tjM32g+ZEfP8gaKBmeuszaomNpz8vKz4mIKsNBjRb9bWecZ67D9mbXogDIpBNeo\/UcXEJtL3Zl56al5ainWngSatukC\/fs9ROg0dHh3aUJibHXLnnJSyeoM+Y0Eos5MT8tNTrTq61Wvb88NLXzXzBiKS0q5zNzfsJ3gYMS8jJea5T2F2JqNkyUqMyU1Ptuk2NDs1Ie3dGx6XG\/ngmrSKluvsLRRFJUW8ajd3a4uR81nCInDNyc2J9vOOf+3XZ+tli44DsXPKaejlpCRoWjXpuHhPeuzbaP97eempCtqGTpNW5iTF84qLWo1fXpCVHvf6GXhwpI+n46QVamYNgq545KQmyWsZtJm2tiA7I9rvrrFjF+0GLVtPWyOnbSiroY+NiOgKc7NiA5\/kfLxVpVavQaTPjeyUhOhn9+W1DN\/6eKZEhcJvvTY9oh7fTot+k50QG3T1aE5qgv2wWfJ6xsXfT5zDOBGCAEGAIFCBCDAr0NYXpshq3UFAXE6x+ah5gZeO4HORX1WPbGrXb9515ZGe6093XXXYrt\/EVuOX6to5isspdXc\/7jhxuRBbREHXxGnK6p4bzqDR3LVv93Une\/53pt287bIaesJi4r02nrNo318CLHbU\/Prdh8vrGHVZdQTKHZfsMWjmAgXn6evsh89mMBjisor2Q\/\/Xc8PpnutP2XQbxmAwFPRMOy3dp2XbXFHPtMOi3fpN26KxvMio6bSbt63bmmNWHd1YwsIalo2h1mPD6c7LD+o0aMkSEm40YFKrCcvYYhLi8kpdV3sYNG8nq6HXZsZ6U+ceDIoqb6o21bOSY+Ne+ydFBGXERccFPgVnevfUK9r\/rrCIGDhQUV5ucUG+QTMXc9e+KibWmHhG7FvdRk7mLn00re2FRMQyE6KjHt0C4c5KiPnw8lF2Yqy+fVvQL599K6P9vBV0jIBz4OXDARcO8MG5GQwWS4gpJJz+4W12UqyMmjafxwW2Mmo6yoYWcmDJJU\/giErLq5k1RKO0mpaMuo66hV1BRkpuanJeekpmXHRBVpqygTm3uEhcVlHFxEZOy4CTm8OWkGRQTDFpeSZLiMFAlZUOku19MelNEEVRnLxsdYuGqqY2PvtXv7l3VcfOMSM++umxLVkJ7xl8BhaKyWQJs3NTkzJi30nIK\/N5PDSKySiomtaX1zIoys\/l87hQUDO3k9cxAkWWVdfVsGqcmxxfXJCXHh2Zn5WekxQno6bD5RYLiYgI1LQMKQbFZAlRTKaYjCJ2KhhU0DF2nLRCVkvw+hcetzg58nVC8LP0mIjC7IzXnieYLJZBc9e8rNQnRzeJSsmpmFg92Lsy+OYZ\/sev8yIAislKCg\/i5OWIySjw+TyKyVQxqa+gYyylqFaQmU5RlKymvmo9W3E5RVkNXQVdQahF+TkpkaEUSwhbFvOSUlJHKa9jrKhfT05TPy89mS0uIcQWFZWSRbQ4QovyBc8pSSlrNBsxR9O6KcKGGDl0zM9IfXX1KK+4SNnIMjH4BeaoVq+Bar0G3KLS51vig59r129h7tJbr1FrUUlZjCJCECAIEASqAAFmFfggLuoCAipGViCCQVePRj2+xa+qfDODEjypTDFZ30MYn80gZHQvXceHPb36zVJYVAxq3+qihNiiTCHhb3V91sYSErbuMsS8Q3+0YghKWuBXRFwKJb1aN0u1erbIE5u27q5h2ah+j+Estkikzw0FXRNRKVkGj8cUEnDQrIQP+VkZ3JJHfdjikuCaeRmp3CKOIPF845SaWUM5bSNlYytOfm7q+zdscanWU9coGVq+vHQoNz0Fxi06uD07sT0j7h2DwZBR15VQVI0Pfo49pPVUd5Fy7Ipifnbqo5gUgwFhMIXYDAZDTFpWREIKjLNe216tJi5nCQsa0U5Bj2KIiEsjmLyMZHE5RXQVFxa8OL8vMTRAw7qpkLAIn8cXFpVoPHi6qXOPZyd3iEjJNBk0PTPuXYTgt2wKYUREUkbJ0Dz1XWhhblazEbPF5ZXRWCpMJoMhCINBLxTFgDAYTJYQGgCXpLKamKyCUatOzUfOE5MqJYsURTGYlLCoONh4TnIso2QBgHlpydwiwdP2RQV5cUFPVUxspFS09Jq2efv4dkF2pqK+mf3QmQUZaTEBvg37TTR16vbs5LbkqJCS0QwNqyY8bnFMgI+irolN16FCIuKMjwslCPLjCoNBsRAzg6KYFIvFYDBk1bV5RUUYbtNtqGXHgcySyNFOMVkMimKLShQV5Bbl56IlOzlOueTSCI7yM1KLCvLRCJFV15XR1Au8eFhaVVtaWUNe1zgjNiovIyUnJZ4lLMSWkIKOuKxiZnx0blpSMSefX1VX6QyyEAQIAnUeAcH5rkaDEBsbKy4uHhERQU6d\/3w7ajdoadnJLeTW2VDv81ywnH8e0L8IgCkkZOrczbhlx3\/hvLr7pCgmWJSolKyMmjYTBFNSpiAn6\/npXdhbcpITGBRDycj8+Znd11eMS40KZVBMvabOkY9uXlk0IurJnWJO4aurxxoNmGTbc1TjAZOU9M3eP3vwzs\/bd+\/q2MDHchr6yKE+P7Mn5OZpaTUtURkFYFFUmF+YnfnuyZ2I+1ffPrrF+fzFERQ0ykvZekkOVdO6acjNM7fX\/8\/\/5A4EXU6REpdXUjdv6PXfnJTIEAkFlezkOHE5paSI1wHn9nKLi8Dt4kOf+XlypAelAAAQAElEQVRsCve+JKmsjow4JsjJy5FT12OWMEgBR8zKiA9+DoWIhzcKMj\/7aiBVFgbt8uM6RVEiEtIG9i6JoS\/vbJj5+Mh\/sEOrlJQUUNVt5Hhr7YwXZ\/egJS36zb3ti0A3UQczTnkb2rDfeEDXdMj\/eMXFb+5deXP\/6rMTO0D9iwpyn53cHn73MjLHUvIq0IcU5GRycnOCb5yKeHA9\/rV\/8RePQHwRJEOwTjEoiE4DBwUd4zsb53htmhvp60lRFKzRwmSx5LQNkKW+u3UhNhzFZOrYtkBXdlKs78G1sUFPUIeISEjp2TnhskTZyIItLmnq2JXLKTw7vffTY5uVDC2lVTShY+baK\/FN4MV5Q157niou\/O73GqFJhCBAEChDgFT+HoGaTZpzcnIuXbqE8siRI2\/fvv17OIiFv0EAH4r4yKzfY0SY16XAK0eKC0tTR39jsyaOZQmxmb+Qk66JU6uQmGXVdUycusGUhmWjzkv2tZ+3o938Hf13eSKz2KjfpN4bz7f93\/qB+7wcxi4ybtlpwE5Pl9mb+my64Dpn85BDD7QbtKBAHyWlnae5Nx8518Sxq\/OMdW1nbnCctELTqon9sJmOk1f233Gj6aDpnZbtF5dRcJ7m3mfr5RajF771vZEQHthq\/NKGfcbBtePE5a2nr7XpPqLj4t1YbTZ8TouR84VFRG26Du2y4jC4WqMBk7qvOeHyv40O45bY9hzdbv42BoNRv8fwtjP\/ExGX7LzikOu8rYbN25m79AH5s+kypN+2q23\/91939+ONB0zWsmnectwSx8kr+my+2GTgtNbT1nRddcSgRTujlh1HnXkhJCJm22Ok257braeuTo9+E3b3kk334R2X7IF96y6D287caObSZ\/hJP6watezgOmuTjLpOycCX2KmMHDr2XH+63ZxtjhOW12vTc4iHL9R07Fq1m7tFydDcefq6zisPmrfrh0Z5bcPmo+YDatSlVDW7rfZAzpiiKClF1WEej+o597DsMMBp2prOyw\/ClOOkFY6Tlndfc0zJ2KrN\/9abt+srp6E3aL93N\/djJo5dIh5eZwmze208L1fysEfHJfsAV9tZG+u16QnjA3behClxOSWnKWusOg8Sl1fqtGx\/1xWH20xd22TQNNe5W40dO0Otw4IdLUYtUDay7LzyUKsJS8F0W4yaLyIpgy4pZY3GblPVze1QhzCFhM1cervtva3X2ImBgFU0ev53tsOi3V2WH2rQa5Ru49ZDDj9Qt2g0+MD9dvO2dl91tOOSPTJq2hhIhCBAECAIVDYCzMp2UHn2eTzey5cvw8PDlyxZ0rRp0\/\/++4\/D4VSeO2L5VxBgslj48HMYu+j9s\/s3103PSY7nVdmjGh\/jK8hIjXvlFx\/8DJIZ\/55X8njrx04Gl1PIK7n1X9by4wqGRz68EXj5yI\/V+DxeTmJc3Gu\/xPDA3LSkr12kvgu\/vmI88mdf2uHziwry+SUPtn7ZVUvXKSZLiC2CyeGvpJKalIqGqJQM6B0SusJi4rIaupKKauKyimwJKZYwW1pFU0ZNW0xWAQRLXF4JQxiChUKviISUsKiYhLyyrLoeW1ySKSQsJi0vp6EnJiMvLCYuKiWLHeDh3pWBFw89P7OrmFOoVs+WjSFi4jCAioiEtLCoOMwKVsUlYQEUDS0YiBYhETEZdW0ZTV0xaTlhsVI19IpISkMNOrLqukKiYjJq2obNXMVkFOS09CUUVMTllMRkFTA7cVkFeU0DUSlZEQkpaWVNSUU1lpAwiy0ChZyUBJ99q56d2hlw\/kBW0gdNm2bCH8MoqUgLiYiKyyoyGAwhtqiIpAxgERiUU0ILS5gtpawuq6UnLqcoJAKwFOlGgRpLiC0uqaBtjJJulFXXgQ7qTJaQqLQcxWShzqAoMVkFYTFxqEkra0gpqaMiLqsor2VYYoQlIiEI4NW14w92Lw\/2PB1y64yolKysugAH2GEwGNhYbHFJEUmBGlbFZOThhWIyMVNUYB9d8jpGUmpaMIW6EFsUaiJSMhgFC5IKqpKKaobN2ykbWaIdwmQJSatoiABYrJSIkIiohIIKS1hEsIaApeXktQ1l1LSFRMRYwmwxWQVgIqmoKqepj7qolCxFT41BFoIAQaACENDQ0Lh9+3YFGKqNJpg1dFJ8Pv\/NmzcXL160s7MzNDR0c3MrLCzcuXMnss41dEa1KWw5LYMOC3apmthcXToq5PaZrISYr0lk5c03\/P6VU1O6+Z\/aAXn\/7F7au\/CUtyHYYQpzspIiXj3cs9L\/1E608LjctOg38SHPM+OiC7LTkyODM+OjE8NeouRxiyEZse9wDz01Kqy4mMPncWEhJyU+IfRFfPAzzKiYU5gZ9y7t\/ZukN0EpkcGFuVnPzuy6vGiE7wH3kxM7v755mscrsR\/8LDnyNXqxChD4fF5OcnxKVCgCSI54XZSfmxD28sriEe\/87uZnplUeJnXTsoqxlXXnQUqG5pYdBwzc6y2tIriz\/8+hkJBXrt99hKZVEyOHDn23XVPUNfnnIX0dgGnrbuaufWQ1dO1HzG49dY2otNzXOqSFIPAVAqSBIFDLEaippDk1NfXMmTOqqqrOzs5iYmIqKiqTJk0KCwu7fv16QQF5xO3f77VCIqK2PUc5TloR\/9rf\/+SOkNvnMuPfg3pWTWRSyhoOYxY5jF1k6tzjfYDPxXmD40Oev\/Y86bNvNSj1W9+bkb6eKW+D72ya7XdsyxOP\/97cu3Jl0fCQm6efeGy8v2NJZlx06ruwe9sXBV4+FHb3YurbYJDj\/KzUx4f\/892\/+vHh9fe2LUp6E\/jo4LpHB9a+OLfvypJR8cHPkGPTa9waN6aVjSzfPfVKfR9+a910KN\/duuDN\/atZ8dHvXzws5hQGXj7stXH2y0sHb7pPjXpyJ+iqR7T\/vUif6\/Tjp1WDTx3xwmKLKBtZWbTrp9fYWVS69Gtz\/3zuTBZLTlPf1Lm7UYsOUkpq\/zyebwaArLB2g5bWnQdrWDQSFpP4pg5pJAgQBP4hAjweLy0tLTMzk88veS\/Pt0IBHXrx4kVMzI9+Cupb4yqxLT4+\/tatW184wBSePHny\/v37L9p\/ZTUhIeHVq1e\/olkhOjWVNCPHnJGR0b17d2Xl0u+eW1pa9ujRw9fXtyrhq5BtUBVG\/pEPZSOrVuOW6jZ2So+J8D+xLejq0azED1UQS25a0rMzu16c3QsmWs+5u5SKxp3\/Zn144Vu\/6zAFHeN6bXsi1RfseSo3NVGtnm3a+4ikN0H5GWnGrTrZ9Z+Yk5qY+i4sLy0pNSpUzayhmUtvLofDyclODH2JWTR2m+o4cUVeenK03z2krpUMzO2H\/o8lJPzuqTeDwU95GwranZnwHiwt1PO0iKS046SVOg1bxTx7gCx1XloKg8\/n5OVIKqja9Z0go6aNUcatumC1Yb8JKiVvEmCQ5SsEgNj7Zw9+monnc7kF2Rk87i\/9ON9XTv62oaiwAPcQkt68So4M\/ltbfz2ezxP8jGUx5x+kD3BocEt+huZ3J1GQlR7pc4P\/8Wmu9A9vox7fLswpfc\/071oj+gSB2o1Abm7uvXv3Dh48uHjxYtDi7002PT19\/\/79jx49+p5CpbaDp4Eif+Hi2bNns2cL3uVavh0XAJs2bXr48GH5xh\/X79+\/Hx4eDrYdERFx584dVH6sX1G9NZI04zLFy8urZ8+eurq65YFo0qSJubn5lStX\/ux6pbwpUq8oBIRExfQat27Qa4xBc9fc1CSvTXMe7l6RHPm6UndxMWk5Y4dORi07SCqqickomLTqHBf4mMctUtAzYYLhioghqrToCGExCSEREZ2GDtKqWgyKktMyklRQZYtJFhfmq5o1MG\/f79W1o3e3LOAWC56Vz0tNEpGUkdXUl1HTkVRWz06MxRAJRVUpZQ2U9Kc7j1skJiNnP3SmiWNn2JfXNpJV15XTMijMzS4uFLxujFGyiErLwSNGgQ4Ki4pRLCZbTILJEirprP1FMacQ7PbX51lUmJ8Y\/pKTk\/XjIZkJMQ\/3rMyMi\/6x2vvnD2Je+HB\/\/bl2Pv\/ZqV3ggj8wi5350QH39Ni3oHqZsVE\/0ITfF2f35mWk\/EDni67QO+eTIn4vj5KfkeJ\/fFtsYOn7KL4wWLaKmy0RD64Vff6j7mW936w8OrA2Oznum110Iy5BX5zbR9d\/qyzMy\/kQ+ITPF7y1GgNTIoNDb5\/P\/\/qZJfQRIQjUeQSEhYW1tLTs7e0DAgJAh\/h8\/ocPH968eQNgUD9\/\/vzgwYNnzJgBhopsNDjl5MmT582bl5yczOfzAwMDZ82aNWjQIHd398LCwsTExGXLlmF10aJFMAL9hQsXjhw58vTp0\/n5+ZcuXRoxYsT48eNDQgTvo4yNjV23bt327dvRAs2VK1cOGzbsyJEj2dnZiGTChAmbN2+Gr2vXrh06dGjOnDmTJk3as2dPWFjY7NmzUUdaMycnJykpCXFCuFzumTNnhg4dOn\/+\/Hcly759+2AHXRs2bPD09MzKyvLw8ECcMIWMMlwPHz4cBjFBTGfKlCnogjWEzePxgAMCwER27NiBq4Xjx4+vWLECfumxsFkhUvNI88uXLwFit27dGjRo8AUEYmJibdu2ZTKZV69exT2LL3rJ6r9CgKIE3z0CN7XtNcph3BIxBUWvzXOvLhkF+lJcOa+LEhIRUzIwV9Q3ExaXyElJ8Du2xX7ErJSo0PfPHgiJimUlxvCLi7VtmxXl5WrZtrDpNlxB15SiqFJ8SioIzKJ9\/zb\/+w8Z5bSYSHTJaRvkZ6YidZ2V+AEpZ0WDemikhaIExxHFoJT061m066\/byElYVFyrfrOE0BfwlfI2REJBiS3+5T1uiqIwHJyeyynM+fhzaGip9ZLx4W3IrbOYJo9bHHLz1MmJnc7NHpAW\/YZbXBT58Mbpqd3PzOiVGh2ek5p4ecGwY2PbvTi7G7cCOAV5nNyc2xtmHhnudGhwi5trp0U+vH5+9gDfkofInxzZmJMSlxgagOuQmBcPzkzr6bVpzpnpvULvnM9JTbizYdaRYa28t85Hat9r09zrKyfccp8a7ed9bmZfr81z72ycfX\/H4rTocIR0a92MiIfXE8MDLy8afnSMS8DFg1eXjXmwa+mVxSPD710OuX325MTOh4c6+OxbnZuW5Hd8C8K4OH9QyK3T758\/VNAxzox9+yHo8e0N\/7u7fdHxCR1vrZ0OflxUkP\/ywoHj49qfn+N2ZdHI+zuXYOcPOLcXavd3Lj05qVPglSNPPTbCe\/CNk\/4nt3Pycx\/uW3VkhJOn+1Tf\/WvubV90ZdGI2+v\/l50Sd2PlBHhHMGnvIz4EPDwzo5f31gV+x7diLAS+3j6+iUoxpyDlbUhuWlJCyLNTU7o\/2L381OSuz8\/szklJeHRwncdI58tLRiZFvLq1bgbkxsqJb+5dPj1NoHZt2ZhHh9ZF+9+DkXtbF76+cSIrKdZzzZSjo9o8PvLfrXXTffe7X1owNODC\/uhn94AegvHaOLswN\/v1deFSlgAAEABJREFUtWMA6trysbziooiH1+JDnsNCMacg8U1g9keSfXnxiJA759COixZMMy8r9e7WBYeHOZyZ3jPS92Z+RkrSm0AM8Vw16eiots9O78rPSuXzuNAnQhAgCHyBAJvNBm8+d+6cqKhou3btioqKDhw4sHfvXj6fHxwcDLLYsGHDkSNHqqiooAV008DA4NSpUxcvXsQt+pMnT4LvOjs7nzhxAsQUeUYfH5\/WrVuDrV64cGHr1q1I4k6dOtXOzg4sfOfOnS4uLkhQbty4ETFgIIzcvXu3TZs2GPj48WP0gq1GRkZGRUWBp+Lmv5SU1LFjx4SEhMCke\/Xq5ejoKCcn16FDByaTuWXLlvz8T6\/VevXqFdxhIlwu9+3bt6Bt3t7e0dGCxAeMBwYGQhm+wOiMjIwkJCQQkqur69mzZ+kcMyx37NgRPB7JZvBmICAvL4\/AkLTGKBB0QNGoUSPYxNwRfIWI4MO+QgxVjZHExETca7CyskKaGZvkC6cURWlra3fq1Anb\/tGjR9gMXyiQ1X+IAEUxRSSk5TT1G\/QY3X3NccPm7R7sWnZoeCvfg+65qYl8Ho\/x\/QezGL+1UFRi2MsNrVQhoBrXVowzaNmhsds0eAy9c1ZeU\/\/Fmb0X5w8xa9ubyRI6OLC5xyjnhJBnFKvk3QIMBg5sislMiQq5MMft9JTuqmb15bWN0aJibK1qXP\/U5G57etlIq+toN2hJUUzscggNvUwWi8FkstgiELrRrE2vwpysXd2tX148qNuotZiMPJPJpJVpBQaGsVhSSmqKevUuzB4I4oLe2i04fWNDF3MKC3MyUWFQlIa1vcucLZycTJ99q7MTY19eOoTN1H7BThl1nUf73fOz0nquPwX0MuOiiwvyQ+6cifa\/227BDnldYzlNfZYw+8MLXyU9U6vOg9\/cv5IYHkijhyuQ+Nf+unYOKsZWIM1PPTa98\/Put+N6Y7cpCvqmCjrG5q59mo2am5ua+O6Jl4ikjKZ104Swl9hYGP7h1ZOkyNevrh+nKAphGDt0sOjQny0u6TBhqbSqVtAVD4MWri3GLgy6dOjdU6\/kN68SQl6Ytu6R9j4C+xVTSDgrMTb9\/duE4Ofi0nIOYxdF+npGPbmTEPws5NbZZiPmtP3fBrN2vcVk5B3GL1EysowNfJz6Lqz5qIXpH94mvxVkcdJio5KjQt\/5efkf395s5FyHcYsNHTqIyyk1HjjFfsTsMO8LuGZrPnp+UX4u9uTM+JioR3eEhEWMHTohckik743LC4bzcShhpUTy0lNint1XM7UxduwSfvey\/4ltEQ+udlq6z3HicikVLXXLxjoNHVqMWcBgUG99bhXl55o690iODM5NTWAwGLEhz1Kj34R5nU+LiXCeucG686B6bXtxCnIxVqt+c\/BpeW1DQBHmdQE2U9+\/iX35WMOqibKJtaSiemzgI1jITor12bvqwwsf1CHCohK4KuAWcZDeZgoJxbx4GHj5cPOR81Tr1Q\/xPJkaFZoWFfb6xsmwuxd1m7TG8ViQlYFRRAgCBIFvIgCKyePxwFaRdgWHnjt37uLFiymKun\/\/vqamJnKuJiYmampqLBare\/fuyPJaWlqCpCIvC3bbpUuXQYMGgSgjSQzKC+KLzHT79u0fPHgAtefPn9N0HBWQUSSbkax88uQJ8r58Ph8uFixY0LVrV\/hF782bN0GdwXSLi4uFhIT69u3r4OCABLakpKSIiEiDBg0MDQ2FhYUTExPhFwFArWw6oaGhCgoKS5YsWbVqlYGBAdpB2zApVHAZgDrcod6nTx\/ks0GacYXg7+8PpwUFBdLS0mYlC\/RhE6ZQQnPgwIGNGze+fv062q2trTF3zAicEHYqRASf4hViqAqMACbk\/LElRo0a9QN39evXxzUNNOPifnQb8QcWSFdlIyAsKm7q3L3\/zhudl+1n8PhnpvW8tmzsq+vHEsNfZifHcfJy\/oZAW3UaNPtpDi2uszf3\/u+cY8kPVreasKzHutP2w2cPP+nfbc0xcQXlgXvvTPKMHn70if2w2WPOvwKJlVJWR5eJUzedBg4Ib\/jxJ\/22XW01fknbWRtZbBGHCUvGX30z8ca7zkv2K+qZdl5+wMylN7DquupI25kbW45Z6DxtLVZpEZWVd9tze9LN6BEnnxm17GDYosPUuwnCYhIOgjf4roQOzIKWCYmIdl1zdOixR0YfqQ+6aqtEPLx+a90Mn\/2rQSJvrJz46srRzPj3aOTk56bHRYnJyCsbmgffPB3ufZnL4Rg7dkqPeet7YG1uioDDAZPclERxeSUmkykqJVtckMctLmKyWEatOquZ2YpJyxdkpkOHFra4lL69q6ppfQafp1qvPp\/H83SfmhYdIcQWFRIVF5ORE5dVZDAoKWXNZsNmSZe8VaPsqzQFmWm5yfFGLTvKaeiJyypBmCwhSQXVnMRYEQlpg6Yueo1aa9o0i3nuQ7GEzFx6mTh2yc9ME5OHQQa9UEyWjl0rdXM7eS1DMHhZTT0pZfUnR\/6LCXgkLqvEFGLDmrCoGEuIDcqoYWHH+HyJvH9dr7GTfmNnUUkZCTllXBtIyCuLyyjEvXyq17StfpM2+vZtk8JeYfoScootRs+XUdehDVi2dxt7KZQquTajW1AiSMOWHdXq1WeLScioabPFpbw3z0sKf8USEhKRkGZLSEnIKTFZiEXUafIqeW0jDCkTuEgICTBs5qpiaCkmoyBe8uOFkkrqRXm5xXl5+k3b6jVqbdDMNfKhJ0UxdRo6WHcejJjFpOWyE2JhRE7ToMuKwyatBe\/kxqpFu35ZCTHBt07nZ6ep1WsQ43dfv0lbGNFv3IZXzM1OEpyuY174GLXs1GzYLIv2\/cRkBb9QwyALQYAg8BUCYJMWFhbr1q2bOHEiEsy8kgX8GIrgmlgDX0IdFZS0gFijwmQyQW3BLzkcDjTBa9FOr6IUFhZ2dHREdhkZ6IULF+bn54uLi+MG\/pAhQ7Zv3w7OCgtlIiYmpq2tjQzm5s2bkdClKIruggsIgqEoCmGkp6fDFFgsyKuExGd3XBEDhqCEaziCPgIG4c7NzUULusrLnj17hg8fDm6tp6cH+xAMLFOAO7QUFRWhEfPCRMq6MN+y+t9XmH9vomosAMd79+69evUKiWSA+2OnuNDBldaOHTtwUfVjTdL7DxHAB62Snpn9sFlue++Yt++T8eGd37GtTzw2vbx48M39Kwkhz7OTYosr4ctMYA84ODFxisViS0gyhYRR\/1ooiikiIf1FO8aKlHuh7Be9X6xSTFiQEmKLfNH+xSqTyRIWEfuisVauGjRr23rKqqaDZxg7dm47c4OMhs5Tj40sIWEFbWMGny8sJmHRYYCxU5enRzfFBDxUNbV1nLwCic8X5\/YWlTx3a+zUNTUqPODiQba4pEHzdkIioozSBdvqW6cyimJQTDktQ5c5m5gsodvrZ+SmJrKEhIoK8vnc0mdnYQBdPC6Xk5uVl57M5RRSTBbFZBZkZ\/KKi3jInYiI8fn8ooI8IVFxVDh5OUX5eZz83PK7gaKeaU4J54O18kKxBLcvxOWUGrlNVjNveHP1pOykD3wet6jw0w1K6LOE2DCbn5mGGBg8nrC4ZGFOJlrA9SmEwmKhDjURSRkoIB\/Myc0WFpegKAqN5YVbXMT97vEisCSlotly3GJpNe3LC4ZkxkezhIURCkaVGYE3bIjC3Oy8jJTiwnw4EBJmF2ZnFnMKeVykkdhoKcrLZrHZTCHhQgEUuYW5WaLSn72QLjctUdHIHDYRP5dTyP\/43T4FPWMpZY2AM3sl5FRk1LRFpeULczOL8nM5+TkUi8kSZmMIg0EVF+YJ5svj47hgkIUgQBD4FgLZ2dnICl++fBmkyNbWlsfj+fj4IOkLXbBe8NStW7devXoVqWK0lBclJSVjY2NkFXHTHhni\/v37Ozs7wxRW79y507JlyxcvXiCJ265du7y8PCSJ5eTkkMQF98XZj82mD9JSe0hXJycnI+\/L4XDQRVE4PZR24Y+8vLyOjs7Ro0eRooYOct6g4JmZmTCFXlrq1auHUA8cOHDlypXU1FT4ReIZfB38OCEhgaI+M4jAwJjhKC0tjaIodXX1W7duYQq0KaTVJSUlT58+DWshISHIndPtFV5+65Omwp38tUHsEEDh7t279vb2VlZWrJKPoh9YlZGR6devH65UDh48iH3rB5qkqzoggM9LXTun5qPmOs9YZ9a2J1tcMu61f\/jdSy\/O73\/qsSnw0qH3zx9kJX7g88uygdUhahLDbyPAZAqx2CIiyG7KK6ECRlVcxMlOii3MzSrITMdNhrjX\/vxiroS8MrewMCbANzP+vZSSOjRp4sUSZvN53MzYd6JSsjhp0o2lQVAUgyqtlv+DtuSI1xBpVS22hBRFUeDQHwJ8Q26d4fNLeTPcicspBlw44Hdia1FONuqq9Wxx2fbo0PqAiwckFVQk5JUCzu4FmxSTlnt+ZvfDPSty05N0G7cuc6TdoEV2UhzIZVnLxwpFMaiclPiEkBfCohJicooi4lKiUjIvz+1PfSd4hJpWUzI0T4uJ8D3gnhDyHBM0bdM9NzXxwa7lz07vzIyPVtA1DRFk3y8Z2LeNDXz8YM+KqCd34BFo0MPLyoSQFw92r0CcZS1fVDJioxLDXorLKYnKyPOKimTVddHy+vrxwtwsWlNEUlpaVevNvatPPTblpSQCed0mrWMCfHz3rwk4v48pJKxiYv3s5M7sxFg5bcNgz5MIJuVdmOnHXDKM5GWkcArytG1boJ6fmfrqGm4flT42wxaT1GnYKiM+WlHPFHlr41adkXh+sHt50NWjYPMyJb\/qZ+TQIfbVU5\/9a6L8vIoKcWlBwQ4RggBB4AsEeDxebGzso0ePwCOXLl2KXlAd0FxUQB\/\/97\/\/paamBgUFFRcXg9paWVmhvVu3bsgZg5h2794dbDgqKmrgwIFg2G1KFqy2aNGiffv2oJ5gyWBZuKUPDj158mT4evbsGZ2CVFZWHjRoEEoYxDgQLQx88+YNeLOpqenUqVPRrqurCxco58yZg7GIavDgwUj3mpubu7m5Id88adIkqEHMzMxGjhwJMg3jMAv6DgUtLS14HzduHPgegunQoUODki+wjR49Gvog2bBmY2MDfVVV1ejoaCS5+\/TpAw6N6SBx\/vbtW9jHXFxdXZs2bQovuABAshWVCpGaQZqRq0duH8nj1q1b\/zTNTOMC3EeNGoVtiWsRuoWU1R4BCvd21c3trLsMaTZ8tkUHN127VrKaekg7vXvq7Xtw7fXl4x4dXBvmdSHpTRAaGYwayqGr\/Xao5AClVTT1m7aFEzVzuwa9Rivq1bPrNx5bnC0uARonqazWaMAk3UZOclr6UsoaOnYOzYbNdhi\/VFZTly0u2WrCMp2GDplx0cG3zkgoqDj\/bz3siMsp2vUdb+zQ2X7YLBk1bXXLxk5TVqFd1dSmQe8xauYN4BHtDmMXy2sZmjh1MXPpA8saVk0cJy2Hmri8MjzqNStJcN8AABAASURBVHHWtLJvPc3dqEUHU+fulh0GyKjryKjpCIuJw6myibWshl6DXqO16jeX0zJsOWaRhgV21MF6jZ1hQV7byLx9v8zE9xbt+zXsO9ZeEIYO2hu7TTJo5iIiKSOjriOppOo0eaW2bYuWYxcrGVkq6Jo0GzFHWkWDwWDoNGjZbNgsVdP6dv0mWncdqmpS32nyKiVDcykVDTFZhQa9Rus3c8UctW1bNOgzDr6gA7MaVk2dp69jlFvEZOWVDQU\/sycmo4CJa1g0UjayajdP8DVBGTWdhn3Hw4KMmrakoqrLzP+UDc01rZva9hglq6GvWs+2\/YLtDAZDRELaqtNAs7a91C0bIQZTp656jVvb9Zsgp20graotIiHZdtZGNQs7aRVNC9e+xi07yWsZOYxdpG5hZ+LU1bLTQFhIfRdm2b6fjKo26iy2iKyGrujHPDRLSNjEqYvL7E06dq0oJlNRv57jxBXyOsb6TdtadRqoYdXEacpq\/SbODmOXKOgam7TqAr8SJQ+EMMhCECAIfI6ArKwsmOL8+fOnT59uYWEBSgq+C1oMLdQ7d+68fPnymTNn9ixZ6tevj3boQ4fJZIJ6YtSyZcvGjBkjJiYGBjx+\/Hisgh+DZdnZ2U0rWcCYwUFdXV1ByufNm0cbB08dMWKEiooKDMrLy4PaLl68GCQViWRw4tkl75IDj4cvdXV1ELYlS5aAQCMehDp06NBZs2a1atUKnB7DIeLi4n379oX9sWPHTpkyBfTX3t5+wYIFiAc6IL4gzfDbuHFjKGMW0ESQCAA8uHnz5nCH4WDGoNosFgstc+fOxUQGDx6MBDmIMixgILzDCCoVIjWDNCPljrsA2N7YUX592oaGhgD0xo0bfn5+vz6KaFYHBIRExOS1DbVtW9Rz7mnVeXD9HiMa9hln2dFNQlENjPnJkf\/OTOt5frYbEmAhd84lhr8sS5VVh+BJDD9GQFhMQrrkMWIxaTkDe5d6bXuCiZq59BaTlle3sKvXuodhi\/YiktIKOsYmjl1MnbqqW9jpNWktJqMQfvdyZmwUrpcy4t5RDEpaVQsK8MUWl9Syba5kaK7XpLWotJyMmo6RQ0e0SylraNrYK+mbGbZoZ9a2t4ZVY4rFgmvT1l11cT2moQdHUGOyWKomNpYd3AyauRi36iSvbSilpG7s2MXctY+BvYDcazfAfthdVlNP0cAMjVadB+k0aMmWkFK3aKSga8xgMCiKae7SR8XYWrWeLeaiVxIGg8HQbtBSQc9UVEpW27aFWZueBvYuLLYIxpq27qZsZAmaLiIpAzUomDh1M2vby6hlBw2LRkLQsWtl2WGAsUNnWXVdeR0j83Z9MRG2pDQCtuo0yLhVZ3FZRRk1bWPHzoxyi7yWgRWYK0UJi0lo2tjLCJi6Wr02PaEiKi2rVb+ZwGnj1oBCt5ETxRISk1UwbNle376tvLZRvba9GAwGxWSiDndGLTsaO3ZWMjAXlZI1bN7Ool0\/w+auwmISGpaN0atoYCajoWvq3N2q8yD9pm2FRERhWd28IYPBUDa0NGzeHhWIiIS0XuPWclr6qAuEoqRVNGFZUlEVq0whId3GTpgOJg6nEgoq2GoikjIwa9G+v1HLDjoNHdgSUtAkUl0RIHH9SwRYLBZIJ0o6CFSEhYXpOkpQZyaTico3BcpsNpuiKLoXmlhFWbZa3hTqsEZ3fVFiSPmBX\/RiFbQbJdRggaIolFgtL2ikdcoa4Q76ZavlK3QXehE\/2uEaZXmB\/a8byyv8ff27mP696YqycOfOndu3b\/fq1QvZ\/t+1iSsPXDadPXv23bt3vzuW6FcHBPApzhaXlFJSV9Q10bKxt2jXz37YrHbztndfe6LpkBki0rIx\/vfvbJi1t0\/DPb1tz88a8GDX8jDv84nhgQXZGYyasxRzCtM\/vI16esf\/1I7ry8fXnMD\/NlJsX4oSnIVQoW2hgtNoaR01JouuozRq0V5GTZvP5zVym9zYbQoIFhp\/TSgm65MdrDCo0k+LsuFM1icFNFKCRRAY6gxofwyDKjlhM75ahERERSS+fAK+vBb10QKMUV99mJV4K3MnGAcdNApqDAbz41i0MFkslHT7VyXFFPr5276ZrE8zpSjm19bKuxa4gAaF2ChBncFglgXDZDJZn0zRvSKS0iy2CF1HSTERLcaiWiowVlor+cNksajP0YAC7JZ0koIgQBAgCFQvBD47nVWv0EqiCQ0N3b59O1LryMDjZFrS9hsFrmC6dOkiKip65cqVzMzM3xhZo1Vra\/D4hGexWMJsEBRRKVlV0\/oNeo5uO2tj\/503xl4M7rPlUv0ew8XkFN49uXt32wKPkc6g0ScndLq6dPS9nUtenNsTdvdi9LP7KW+DsxJiclLic9OS8jJSCrLSC3MykajmCL7VlFdUkA\/+yi3i8LjF5YTL\/\/pxajTxuOV0irnFRRhbXJhfVJBXlC\/4glRhThbs52ek5qYl56QkZCfFpr+P+BD4KOLh9cArR3wPuHuumXx2eq+Dg5rv69\/o6pJRr64cg75e09a1dQP+5bwkFVUtOw1qOniGrp2jiJTMX1ojwwkCBAGCAEHgawS4XC7u7X\/dTlqAQLUmzampqR4eHk2aNEGaGbH+mSgrK\/fo0SMmJsbPz6+4+N\/8xO6fRU5G\/ToCTJaQtIombjo37D3WZfamPpsuDj\/uN+jAPef\/bbDo0F9R17QoLy8u8Gmw56n7O5ddXznhpvs0r81z7+9Y4rt\/zeMjG58e2\/L8zO6AC\/teXjr4+sbJ4Ftnwrwvht+7TMub+1felrxwN+rJnTJ5+\/j2m\/tXaQVBeVfwyxcYG3jFI+DC\/ufn9sLmk6ObHh1c+2D3cu+t82+tn3Ft+fjb\/80KOH\/g3VPvnMQ4CdyPbtmx+ZiFvTaeG3nqmdue252W7ms+Yq5p6+4MshAECAIMBoOAQBAgCFQ5AgkJCf369atytzXDIbM6h\/ny5UthYWE3N7e\/DNLIyAjM+\/Xr17m5uX9pigyvKQjgvoSIhJSCjpFOAwdz1z64oe84aUW7uVu7ux\/vvfFc+wU7Wo5Z1LDvOJPW3XQatFA3byirriMuq8QWlSjKy8lLS0p9F5Zc8tYFlIlhL6P97oIiQx7sWn7uf30f7ln59tGt+ODn6C2VyOCcpFiMZTJZYtIKUopqsKlp3cTIoaNNt6HNh892mbWx53+ne\/13tuOi3c7T3O2Hz7LuPFi\/aRsVI0sJeWUm8+d31RlkIQgQBAgCBAGCAEHg3yHwh6S5agKuV6\/e0KFDVVUF3xr5G4+ioqJOTk4dO3YUExP7GztkbO1AgGKyRKVkZVS1FPXqaVg2Rn7awN7F1LmHebu+Vp0HNew7rrHblOYj5rYYNZ+WlmMWOk1Z3fZ\/G5qPmKNiYm3Rob+qaX37oTMdxi2mFUrKeU0GTW\/Yd5xNt2EW7fuZufQ2sHfRb9JG09pe2chKVvAzGYos1qdvadQOJMksCAIEAYIAQYAgUHcQqNakWU1NTVtbm6Kov98eMjIyBgYGlf21yr+Pk1iozgjEBPhSLJb9sNkIMjboCUoiNR0BEj9BgCBAECAIEAR+EYFqRJpzc3Pv3LkTHBzM\/\/pLV784G6JGEKg0BHKS42OeP9Rr5CSlqKpt2xz1nJTESvNGDBMECAIEgRqPwJEjRzTIUiUIVKCTBg0aPHz4sAINVgdTFXUsVQvSzOPxbt682aZNm7Fjx86dO3f9+vWFhYVFRUWYZEFBAYfD4XK5oNQ5OTloRMugQYP8\/PygQ7dnZ2fn5+eDaqMXanl5eSihhhICHdhBF4ZDiouLUYcOBHV0ESEI\/BQB7F3xIc9YoqKa1k3v7VyiaWNPCQklhL5A+0\/HEgWCAEGAIFA3ERg4cGAsWWoaAm\/evDlw4EBNi\/on8VbUAVgtSPOrV6\/c3d179eoVGBh44cKFoUOHLl68GFeomOTMmTM3bNjg5eXVpUuXwYMHg1tj9ezZs+DW27dvv3r1ardu3VxcXHr37h0TE3Po0CHUJ06c6ODgMG3atAEDBrRs2fLSpUug1Pv37+\/Ro0eHDh327duHetu2bUHQ7969CxdECAI\/RSAnOS4++Lm6WUO2uOTjg+tFJWVUTWwSQp7npiT8bCzpJwgQBAgCBAGCQI1BQEpKirw943tbq1qQ5vfv3yPZ3KxZM1FRUQSK3HBaWhryx6gnJydnZGR4e3sLCwsvXLiwRYsWYM\/i4uIg2ah4enpi1O7du5Hw8\/DwyMrKYrPZkydPNjIySk9Ph46pqenp06cjIiJAr+3t7TFkxYoVqampyFIjXU3\/NiO8ECEI\/AABXnFR0ptXDIpSNa3PEmZDk8UWUTOz5RUXJ0cG87jFaCFCECAIEARqNQJkcnUFAdyNj4yMrCuz\/c15VgvSzGKx2Gw2s9zvQoEEQ8rmgnSymJjY6tWr\/f39UYGmvLw8FMCMbWxsLCwsbG1t0QV9WVlZKysrTU1NdXV1LS2t+vXrQwfMG2VKSkpxcTGS0Cj19fVbt26NyykMIUIQ+DEC+ZnpCWEBivr1JBRUoKnTqBVKSSU1BV3j+JDnBdnkR3MYZCEIEAQIAgSB2oFAZmbmli1basdcKnwW1YI0GxoaioiIPHjwoKCgAIw2Pj5eSEgIZXBwcFJSEuasrKy8ePFiEOWLFy9CASQ7OjpaQkJCTk4uKioqMTExNDQU7BmatFAlC+rIT6NUUlKSlpbW0dHp06fPokWLQNDRWHuEzKQyEeDzuEkRQZzcbLV69YXYInDVZvp6lEJsUTWzBgVZackRr\/k8HlqIEAQIAgQBggBBoKYjUFhY+OrVq5o+i0qKv1qQZj09vTFjxoAQOzo62tnZ7d69Gwz47Nmz48aNi4mJwcwvX748bdq0Fy9eWFpaIn\/coUOHkSNHHjlyBGljlK1atQKH\/uI3UECbMZAWAwMD6Ozbt69Xr14LFiwA56bbSUkQ+CkCxZzCmBe+SobmMmo6tLKCrjGjZJHV1FPUN4t+dp9XLPjSakkbKQgCBIE\/RYCMIwgQBAgC1RuBakGakVdu166dt7f3iRMn7t27t23btlGjRr18+dLT0zM8PHz16tUTJky4evXqrVu3RowYISYmtmfPnkePHv3vf\/\/r3bu3j4+Pb8mir68PYn3u3DkA7u7uvnbtWmhOnjz5+vXr4uLiUPbz87t9+\/bx48dRP3nyJNSIEAR+ioCwqHjLMQss2vVjsr780T606DV2UjY0o8o9WfRTg3VTAbeSnh5Ys6qhGBGCwD9EQELky6O4bh6PZNYEAYLAnyHwS6T5z0z\/7ijkhnV0dKSlpemBEhIS+KCl6yhRRwsqtMjLy9MVUVFROTm5X0keS0pKlhmnx5KSIPAHCNxaP6NslJSyhmnr7kwh8lN\/ZZB8u4Lr27y8PD5Z\/gKBhIQE3IX7CwNkKD81NfXbOyhpJQgQBD4ioKGhgQzjxzXy9zMEqhFp\/iwuslLnEeAVF3Hysmkp5hQy\/u4nb5LeBGUnx1UIqM\/7pXotAAAQAElEQVRP7aoQO8RI1SNQoz2mp6dfu3atRk+BBE8QIAgQBGo0AoQ01+jNV0uC5xVxkAQrmwyvuJjP58UHP\/PZt8b\/1E7IhwAf7ufPDce\/9s+IjeL\/MpN+fGjDu6fefC6Xz+OWOcJwXjF5YVwZHqRSgxGIj4+\/cuVKaGhoDZ4DCZ0gQBD4NQT+WAufetnZ2bjlUvzLn33v378\/fvz4H3usZQMJaa5lG7SGTYeTm\/3m\/lW\/E9t5XMF36YoL898\/f\/D8zG5OXk5ieGCkzw0lfTNI3Gv\/p0c383jcrISYl5cPRzy8fm\/7Yq9Nc5+f3lWYm+V\/cvvt9f8LuX026U3gw70rX984eXfrgtA755Glfvvo1p3\/ZvkeWJsR+7YoPxfJ5lfXT0T73+MWcYAUJzc7\/N6lN\/cuF2RnYPUXxahVx1\/UJGoEgSpDwN\/ff+7cuceOHasyj8QRQYAgUOMQSE5OXr9+\/aZNm+hXk\/1K\/K9evVq4cOGPNc+ePfvmzZsf63yv9\/Dhwx8+fPheb3VrJ6S5um2RuhJPflZ60NVjD\/es5HI4Ri07IAcMivxg1\/L095HaDVoIi4gBCCZLSFRKRkxaVsXEOujykaArHv4ntuenp0gqqhYV5CkZmKlZNIx6fAvMWMnIIurx7Xd+d19eOMjnFonJKgRePvLm\/tVnp3bkpifnZaSkf4hiMBhicorqFnaZ8dG31s8Iu3uRYjLV6jXgcot99q4KvHwYNqHzU2kzQ\/DKue+okebajACfzz916lSXLl0GDhz48OFDPz+\/kSNHtmvXbt68eXl5eUePHt2\/fz\/mf+LECVQePHgwZMiQZcuWbd++HV09e\/YcMWJEZmZmTEzMtGnTOnfufPDgQYzCZ9iECRO6d+8OHQ5HcC0HC38gDRo0GDBgQJ8+ff5gLBlCECAI1AUEkF3Geens2bO4JYWTD\/LNXl5emHhhYeGFCxdw9hg6dGhiYmJ6evrs2bM7deq0bdu2jIwM9EITvJY+cR04cCA3N5fH461ZswY64NNr165dsGDBqFGjli9fDms4T\/r4+MAUTmuXLl3CTbDJkyfDOPw+efIE7Rs2bFi0aBE0IXv27MFYNPbq1cvT0xMt3t7eO3fuxAm2X79+MN6jRw+wapw5cSLFyXbs2LHh4eFQ+1dSG0jzuXPn8MFThiC2SkBAQNkqtjR5ELAMjWpSyYh9d2PVxNy0hCaDpxk7dpLXMfJcPTn8\/tUGfcZadBygbGjBFHy1jp+ZEPP48H9PPDaJyypadR1yc82UpIgg2+4jpVW0RKXlVEys1Uzrh966kJMSHx\/kFxv4NDPuPa+oyMy1r2GL9kwmCxlllrBIs+GzHccvlVHXZjAY4OIKOkYW7fq1Grc4KTzo3P\/6CIuLGzt0aj5ybnFhwa7ulllJsVD7sUgpqf9YgfTWVgSCg4Px8eDq6opUjYKCAm5ZCgsLjxkzBh8MV65cQT6GPvPQlXfv3p0\/fx6fUuLi4iDE+EQBtxYREcEnBz6WsIrzUlxc3Lp16\/ABtmPHjrZt2woJCf0xdOrq6tOmTTMzM\/tjC2QgQaAcAqRaCxFAdtnDwwP0VFRUFNO7ceMGrv95PF5YWNihQ4e6deu2ePFiWVlZEOiXL1\/iYh55AXRBEzo4cSUkJODEhVE4cYHa7tq1C2e\/cePGOTg44Ew4evToYcOGQRksee\/evXJycji52draSktLgxM3adIEbPvp06cgbDg3whc0Ibjax0lyxowZLBbr9OnTRUVFKFGHr9u3b9vYCH69DqQZp1CQ5uXLl2tpaWEVA\/+VMP+V4wr0izuS2BXKDOJCCncqy1ajo6OxkcpWSaU6ICCppGbdeVDauzdB145mJX4oys9r0HcciyX0\/MzulKgQTl4OLlUZDErZ0KLnhjPd155UMbWRUlAREhFDV1FRPsVkUhTF5\/EYFMVgMKSUNQwd2jtNWaFmbosWJktIIEJCRQX5FFSxKiQsIi7DYDAwhJOflx4b5X98Oxw1Gfo\/IRHx7MQPr64ee\/\/8fpv\/rZdUVIXaj4WTl\/1jBdJbWxHAGR+n7EGDBikrK2OOOK137NgRiWfQ6DNnzmCnxUcL2lFCsAq1JUuWODk5ycjIbNmyBbcv0X7nzh18Zly9ehWfRjhxtWnTBqQZGZ3s7GyKEuzPsPBnIiwsTFF\/ZeHP\/JJRBAGCQPVHAGck3PgCSdXR0UHyGNK\/f3+chZhMpoqKiqqq6r59+168eIHVy5cvIxF58eLFkJAQMGAulwteCwpLn7hwvsJl\/+nTp3Fm69ChAwZqamoiHaCvr49Ld+AAtfz8fFBztKAL9YiIiMDAwPfv3yO9jdPU5s2bwYahCVFUVESywNjY2M3NDcHAbGZmZrNmzcCbweyRq0amWUxMDMGAT+MOHtg8bQdj\/4nUBtL8T4D7Z05rhWMhtoh+07ZtZ\/6npG\/ud3J74JXDSoYWrae5G7fqHHrnwvNze4sKcjHR\/My0yAfXIx9ef3P38otz+7qt8aAoyv\/oVpSSSuoxLx4mv3ll4tgpPz2Vk5fLFpMSFhGjKAoDaZHXMijIyQi+eTrKzzsvKwWNuWlJr68df3XFQ7dp626rjqqbNYx8eP3Fuf3S6jodF+81cezKZLKg9mO5te7TK+d+rEl6axkCLBaLw+GA3WJeFEXh7I\/PAwg+CZBNwakfFZzxUeLzCTq0qKmpzZkzBznggQMH4sMDmmDePXv2xCeHiYlJ06ZNN27cCDru7u6OsfQQUhIECAIEgYpFAMQX+cTw8HAkm589e\/b8+XOcu9AIL7hvNmnSJHt7e5Rgt7jIB40GYcWNNWSImSVZKpy4tLW16RNXvXr12Gw2TnSwwOPxcGKETm5uLkxBUEdjTk4OStjHmQ1UGENkZWXLnxihCcFZFOdSjLWysoKLnTt3GhgYgIijCywZ\/DstLQ2jMBYewdGR\/\/7f\/\/6HOhT+iTD\/iVfilCAABIRERPWbtnGauELJwJzB57OEhNXNG7YYOVfXrhWDYioZmGnZ2Ef6ekb6eMYHP2vQZ6xuQ8fmI+eJyshziwot2vdjsoTjXvvrNXE2atkh5tmDaP+7bHEpy44DGAyGiKQ0LBs0c7Fo1y8rISYx5IVxy45KBuYUi6XbyLH5qPmaVk2hRjGZSkYW9sNmGrVoL8QW3K5C408Faemf6hCFWokA8h+Y1\/r16w8ePPj69Wt8DCD\/sWHDBnz89OvXD8mS4ODg\/\/77D7kQLvfTS1qQqsEHlZGREXIq+ABo164dUtQYEhMTgw8bX19f+gMDHzD4EIL9uiJkngQBgkAVIoCr+iNHjsydO7dz584WFhZmZmYhISFgtKCkqampyB+DE4OtIseM5C5a\/Pz8cKMevRSFT05W+\/btceIC26ZPXG5ubjit4WQICp6SkoKzH+75009Ig\/UimY3VPXv2nDp1CkaQM87IyEBS4OtTnLy8PHIH4MpIM9vZ2SGtYG1tLSsrC2CQnli5ciXu0YFMwx3yzffu3YuMjMzKysJcoPBPhJDmfwI7cfoJAXBlbdsWKOkmJktI1bQ+W1Rcq35zl9mbaGk1YVm9Nj0ZFKXXxLnxwCkSCqqa1k0dxi+x6TYMHLrJ4OnOM9Y1Gz4HvQ7jl8KOuKwiutQtGll2GNBmxrqmQ2a0GL1Aq34zCTklOS0DljCbUbIIi4or6pqyxSUZZCEI\/AICurq6s2fP1tDQQL4ZuRncf2zZsiXuS06ZMgV8um3btiNGjMANyuHDh\/ft27dRo0YLFiyAVQkJCXFxcWRcFi1ahFyOq6srFHDSp0oWfEqBLhsbG48dOxZ16BMhCBAECAIVjgDON6YlC+jv+PHjQW3BZXEegyNUJCQkcI6aOnUqzmkODg5IOePMBsaMtDFywODWLi4uOHEhMQx9mLK1tZ03b56kpCR0cH7DOdDc3BynMvTC5tChQ3EPDbkDGIHNBg0a2NjYQKd169arVq2CTplAASdGPT09nBJx8oRZuINTKCAqnFchyC47OTktX74clgsLC+kYoPBP5Buk+Z\/EQZwSBH4XgTLuSzGZqKP8hgWK+vUU8jeGf6vJvH2\/bzWTttqPABLDzZs3nzhxIshxq1at8KkzbNiwyZMn9+7dG+d3UF6s4nMFSRH04uNp0KBBAAUnenxKYQhINpvNRr55wIABMNK\/f38ZGRlLS8shJUv9+vWZTHJCBmBECAIEgUpEACeuNm3aIJuLZDNORGDAOBHhmh\/nLlztgwFLSUnh1hl488CBA1VUVKA\/atSoshMXTl\/QB8ft1q0bhuMsB8oLsgsi7uzsjLhxHoNlnPHGjBnTo0ePxo0bowtnv8GDB4ORjxw5EjrlBakE+ELy+8mTJ6DayFLTvYgEAaALCuD0iBD8G2aRj6AV\/klJztH\/BHbitAYjgNR1DY6+LoVeSXMFdcanAm0cFaQ98KlTtopeuv5Fic+Y8mrlV9GO1S\/0ySpBgCBAEKhUBHDmwWV8mQuchdBCr6JSfpVuxOnui0ac7qBJ9+JMSFfoEsoQ1KFAq2EVdbR8LRiLPDfocseOHemQkHc4f\/48hsBjmT7UYKps9Z9UCGn+J7ATpzUYAREJ6RocPQmdIEAQIAgQBGoUAnUhWDU1tYULF1pbW9OTlZOTa9iwIV2vViUhzdVqc5BgagACOSnxNSBKEiJBgCBAECAIEAQIAhWKACHNFQonMVYHELj16ZVzdWC2ZIoEAYIAQYAgUJcQKCoqevv2bV2a8W\/MlZDm3wCLqBIEgEC49yWURAgCBAGCQG1BgMyDIPAJgczMzK1bt35aJ7VyCBDSXA4MUiUIEAQIAgQBggBBgCBQhxEoLCwMDAyswwD8aOqENP8InX\/fRyKofgjU7zWq+gVFIiIIEAQIAgQBggBBoHIRIKS5cvEl1msfAm2mr6t9kyIzqv4ImJqanj17tvrH+e0ISWudRGDXrl1CZKlpCOjo6Hh5edW0qH8Sb0Udf4Q0VxSSxE5dQeB7b5qsK\/Mn8\/x3CDDJr5\/8O\/CJ5z9AYPTo0cVkqWkIREdHOzk51bSofxLvH+y93xzC\/GYraSQIEAS+h0Da+zff6yLtBIGqQSA9Pf3Ro0fx8fFBQUFfeywqKsLHHnS+7iItBAGCAEGAIPDHCJBM8x9DRwbWUQTIK+eq54avU1EFBgYih\/d\/9q4CoKpli96ku7sRJFRCRMHu7u56dnd3d3d3JyoqKiiISoh0d3fXjb8uRxEV+Ralw9tvnDOzZ2bP2mfOWbPncnn69OmmTZu+nXh+fj6qQkJCvq0iJQQBggBBoGoEhISETE1Nq9b5Z2sJaf5nXU8m\/osIRL159ostSTOCwJcI4EDx\/Pnzc+bM2bt3L3jwiRMnTp48uXz5clxmZWVlZGSg9vjx42vXrkXw+MiRI9DcsGFDYGBgQUFBfHx8bm5uampqcXHx48ePlyxZgqq8vDyMUFpaiiA08uDNK1euRCcrVqy4f\/9+YWEhaokQBAgCBIEqEJCRkZkxY0YVCn+8qh51or8fdgAAEABJREFUSEhzPXIWMZUgQBD4qxDw8PBAqLhZs2YxMTHnzp27ceNGZGSksbEx+LGzs3N2dvbtsh81NbWXL1+CPevp6YWHh1+9ehVV5UCAQ4Nqo8re3p7FYqG8qKgIdBmcOyoq6uDBg1wuF+Vnzpwhf7AA4BAhCBAEqkaAzWYbGBhUrfPP1hLS\/M+6nky8cgS4nNKshKjIN0+9bhx9tnuxw+qJV2b0OjXK7sQwm31d9Xe1U+VxObvaqe3vpo+SU6Ptr87s7bD6v2d7lnjdPIZW2YnRPE5p5V3Xv1JicfUicO\/ePcSDQYj9\/Px8fHxAdtu3bz9kyBCw5ICAAB6Px+VyR5f9gFLb2tpOnjy5V69eIMRpaWnllklLS6Phw4cPxcXFRUREUI6GJSUlaAtBMHvYsGHdunVDJjk5GbVECAIEAYJAFQjgoXTlypUqFP7lqpojzXw+\/18Gmsy9DiLA5\/FKiwqKcrMy4yKCnt18tm\/ZtbkDTg61ubNslO\/9i3mpSQoGZg069G05ZVXfTecH7ro55bb\/nGeJSzwK5zxLmHzLb+Cum302nrOfvLJBhz4K+iZ5KYm+9y\/cWjLixFCb6\/MGPt+\/PPj57ay4SPRfWlSIsX4QARb9BxWrS40s1epC9pt+QWolJSU7d+48c+bMCRMmMBgMhIQh4L4gvpQ68gj8gPIKCQlBAXk4CELVItXW1l65ciUYM5hxfHw8Sr4SNIGg24qtvtIhl\/URAeLQH\/YaUfwJBHCQdezYsZ9o8C+p1hxpxuvhXwKWzLXuIgD+WpCZmhLqG+76yOPygac7FzrtWpTg66HSoHHL\/5aOPuMy+pRLr3UnW01e2ajHCEP7bmomVjLqulLKGixhQRiPmhhLWFRKWUNWXRe10GnUYyT0e607Neb0y1FnXOwmLFYyMI\/3efN010KnnQs9rxyIcHNMCfUryErD6FQP30ulWbzvVdVMOVmqNYMzRunRo0dmZmZqaqqMjIyEhASTyURhpTJ8+HB3d\/dr1645Ojrq6enJy8uXq6WkpBQWFo4bN05JScnLy6u8nGSqG4FaXym1bkB1I0z6Jwj8EQT+4EqpOdKMSMkfmTzp5K9CoGYnU1pUkBzywf\/hJe+bxz\/cOxvj9VJSWaPZyNl9Np1rN2ujSedBKsaWQmKSv2mUsJikakMr0y6D283ehFC0zYjZEopq0R7OH+6d8b5x3P\/RZfD10uLv\/kqWrhj3Nw34zeZkqf4mgD\/e3MbGZsmSJW5ubnfu3EF0p3v37ioqKmjepUsXKysrKSkpBKERSEZJmzZtevfu7eTkJCoq2rdvX3Nz8zFjxpiamoJ283i8gICABw8ejBgxomPHjlBG9BoZAwMDTU1NkGmUKCgodOrUSV1dHXkifwqB0tJa\/iAWWap\/ypWkn78bgT+4VKuLNH\/7ByCKi4vJWdLffV\/W5dlxS4pjPF3enNsFzpqblqiob2Y1eEqb6evMug5V1DNhCX0OIf\/ZWbCERRT1Tcy6DWszY73VoMkYKzcl3u\/hJVgS6\/2S+81LV4hBM5HgfGXDt6vpK4Xfufy2c7JUfwfPn2orJCQ0ffr0gwcPbtiwYejQoTNnzgTTRQ\/Tpk0Db1ZUVJw8eXKjRo1QIiIismDBgv3790MTfBqkeceOHa1bt541a5aamtqECRNQvmjRIqhBWU5Obvz48dbW1mZmZjt37kSJhobGxIkTjY2NkSfyRxDA6wwr5XNXZblvV1NZ8Z9Jvu0cBsCMP9M76YUg8JcigDWClfLV5L5dTV8pfO+yukgzxqNsQkoJwiHf2g01IgSB6kYgOfTD4x3zA55ck9XQM+8+HOS1QZsesup6DKbgqwZoNfKDsWQ19Bu06Wk1aIp5t+Eyajp+j6482TE3JeyLP05hKlGqKMSnlgxSGo1GpbTq\/KGGQEoJWarVCXYlfQsLC7PKvvWikroKRfDO9zRRBf6NtII6yVYvAnidcblcYE4JBkMGabUKNQRSSshSrVa0Sed\/BwJ\/dqlWI2kG3FjYSMulsLDwDwbJy7utOkNq\/2UECnMyX+xf4bh5lpaVfatJq4w79FfUNxUSlaDR6LRa+aHThcQkFA1MG3Yc0HryKo0mLWCby6E1RbmZMEdbhGspWcqg05GnhE7\/nKdKqiml078YiCzVasKZdPt3IIAXGdYInf551dDpn\/PVOkc6\/YuBYAaMqdYRSecEgfqLAFYH1gid\/nnV0Omf878wr+olzTCIXuEH+\/Lc3NySkhKUEyEIVCsCfB4v3vftnSUj+DT+sEMPTTsNFpNVYLKFqnXQH+8clojJKpp1GTp43z1OSdH9FWNZ0V72MkXSLF6FFfNba\/vHjaE0K45LliqFSZ1KcchIHp51wSPwQl5eHtZIxSVTk4ZVHBdmkLdqTYL\/L4wlJSVF\/S5EfZ9sdSzV6iXN5WubwUD4jI4Ux0k5OTl44nA4HOTxGqjvXiH210EESgryAp9c97i832Lg5FaTVrKq7SPLvzN3MGIGnSYpLtZn5sp5K9f11ZdQFuZjjWDVUCkykN8Z4sfbYiBKqKGRYnmSpfrjANaAZnBw8ODBg2tgIDLEtwjgVYUVgddWfn4+1gWoKtYIlgyVIgP5tlV1lGAgSqihkcIwmETeqtWB9r\/Zp6Sk5LBhw6pv7tXac3Uv1eolzRQ05Sscyxt5TAnPnezsbCzygoICRM5\/U6ysrISEhMo70dHRUVdXL7+UkJBo1KhR+WUNZ1q0aNFQhtFAtIRIDSJQrJYfo5gePGzsxB6dOzaUotXg0D\/haEPREjOxYlupoh7KnN6NtDTUVLE6GGU\/yECo5VOTKQaFlJnAQOaPL9UaXn1\/2XBsNtva2vovm1R9mU5BQQFeWNRrC+sCq6N8mSBfk4uUGguDQsptgEl\/9q36s37BK7h9i6ZfPWmbqMuYmZn9bFdEnyDwOwhU91KtXtKMVV0uWN5MJhMpJdiyAxecK+Ex9JsyduxYbIzKO7G3t7ewsCi\/VFZWHjRoUPllDWdmzZrVW5PZRa6ASA0iUDisidq6BTPGtzbvqlBUg+P+tJfbyBQ2kShRFOKVLwwmU5AtXzXIUO\/I6k4xEJ3+McEKZTIFZiAD+YNLtYZX3182nLi4+Pjx4\/+ySdWX6eBVhRcW1gJWBCVMpmCNfFwzZf9U9yKl+i8b6mMCS5hMgRnIQGAejISpNY8qglMrZ0z46mE7wkqrf\/\/+NW8MGfFfRgD3P1YB1gJWBCVMpmCNfFwzZf9QS+nX0mokzbANNiGFUKYjZTIF1lMZlBMhCBAEmMzPiwJLgxIKFmoFIa1WwVjoHymEGh0pk\/nZKpQTIQgQBJjMz4sCa4QSChZqBSGtVsFY6B8phBodKZP52SqUE6HTCQb\/OgJM5udFgTVCCQUKtYKQ\/ppUI2mGQZSJSGExkymYA5PJZLFYSKkSZCjBJRGCwL+DAHXbUylmjUzFdYESrBpKsI5qQKixkGJoGEOlFU1CISWoIkIQ+HcQoG57KsWskam4LlCCVUNJDaxTDEGNhRRDwxgqrWgSCilBFRGCwL+DAHXbUylmjUzFdYESrBpKsI5+WaqXNFNmUVbCYswBKQSZivJtScVakv97ECAz+YTAt\/c8SiCoR0otGWr51GRKjQsDKDOoDPLl8m1JeRXJEAT+SgS+vedRAsFkkVJLpiYXKTUWNS4MoMygMsiXy7cl5VUkQxD4KxH49p5HCQSTRUotGWr5\/E5a7aSZMpRKYTesh4D+s9lspEQIAgQBNluwFrAuIFgj1GKh0t9Z2z\/blhqRSmEGjIHAO2y2wDxkiBAE\/nEE2GzBWsC6YDIFB6fUYqHSn11uv6NPjUilZKn+4\/ckmX6lCLDZ1bVUq50049FArW0qLV\/hzLLPaVQ6W1JIEPinEMBaoASrg1omVIq1U8NCjUulMIayCuk\/5Q4yWYLA9xDAWqAEq4NaJlRaw+sUw1HjUimMoaxC+j3LSTlB4J9CAGuBEqwOaplQKdbOb0pNkGaYSJkL68uFms8fT0mHBIH6iED5ukCGWixYNbUi1Ogwo1zqI57EZoJANSFQvi6QoRZLraxTDEqNDjPKpZqmTLolCNRHBMrXBTLUYsGq+X2pIdIMQymjkWIC5QJPII+UCEHgX0OAuvORlgtWByVYL7UolA1Iyw1DBt6hUmSI1AACZIi6gwB15yMtF6wOSmpxnWJoygak5YYhA9yoFBkiBIF\/CgHqzkdaLlgdlGC9\/BGpOdJMmQvrkUEKoWYFj1IZkhIE\/ikEyu98rAUItS6Q1hEpNwkZyi\/lBlOXJCUI\/CMIlN\/5WAsQrFAqRaYuCGUMUgjlkXKDqUuSEgRqEYGaHLr8zsdagGB5Uikyf0pqmjTDbszhKwGmX5WQS4LA341Apfc8Vkedkm9dUKnZ36qREoLAX4NApfd8nVqnMOZbtCs1+1s1UkIQ+GsQqPSex+r4s1ILpLnSCfw1biMTIQj8CAKVroKaLfzF0X5kdkSHIPDXIPCL66QONPtrXEAmQhD4EQRqZs3VFdJcM7MloxAECAIEAYIAQYAg8BchQKZCEKg5BAhprjmsyUgEAYIAQYAgQBAgCBAECAL1FAFCmuup4+qD2cRGggBBgCBAECAIEAQIAn8LAoQ0\/y2eJPMgCBAECAIEgepAgPRJECAIEATKECCkuQwGkhAECAIEAYIAQYAgQBAgCBAEvo9A\/SbN358XqSEIEAQIAgQBggBBgCBAECAI\/DEECGn+Y1D+Ax3lx\/v5xBf9AxMlUyQI\/F8EPlycv8sx+f+q\/ZjCj2oVRPkGxBf+qDbRIwgQBOoDAmRd1wcvUTYS0kzh8KfS+Ee7Np748GVvf+jlmhvidGL\/1sUrNs5fsXHxhj27HIM5X47zB66SHTeW9Y8hIIu3Hb3qHlXhDR329Jqja9wfGId0QRCoTwjkBT+9cHDFGsHSm79m68bDjmEl1WY+HhcV1uCK\/RcfBaR9HizizZlb7vGfr0mOIPAXI5Af9uTMmnVl627V1hX7r\/jm1NvJ\/jPrut566EcNJ6T5R5GqXb34JwfXXPJj2Q5atWrp9nULV43pYNdAnlUtNukMX4chlm5fM3fhANPClxc3XvD8xJsbj16zcJBBtYxKOiUI1FEEEh23brvxlmU1ecHC7euWbl4wqK+NjpxQdRorZ7WAWoOrZk1uJR166+jWJ594stng7cv6kyVYneiTvusKAhmvLhx+y+46da5g3S0aPbqFmZJUXbHtV+wg6\/pXUKtzbQhprkmXcKJffNo3r9m69ZZPLjV4QfCjkzsFIeRVW7de8czgUaUV0iynqy6ldmNmjbbWERUwZZaouqmNroJAo8j\/3uE9VAxs8ZYzzomCMvzPiXU6vG0rosWQFftv+OahjEbjpb29cnDxKsHGfc1Jx7CCssLvJQwROV270dM660Q4nvGgPpPheWLFwUfUgfR3xqVRc1m3c8W6rSu27FyzZefGe8E0GgLwBx\/FRj09vhP2bHUSdJHscXHrpjILMRImNqsAABAASURBVOtb\/h95ObbjF1wF0YWyqN6ak87xeZ\/AWbPz8KtP1OF7NpPy7yJAKn4NgbSntzwLrQcvHdxMXaxs7YnpNLQ0kvuqs8qXQ2XrnZfle+sgtWDnr9uzzyXqq56+uGSJqzfqPmNcY47L9VuxZTVYIJ8+E1IY4rBrx8ejJ8FK+fTcKIx0PLxl6+JNOxev24oFuGbLnlthaIvFe\/Ftns\/VXYLlf8YPJfFvET6nwnjrDl4NykcRJPnJwY2OPh8fFGVrMzfd88zesqVaQQ2aRAgC1YpAdHSanE1rG3kRjMISUzawNFVGrkwyvK5sLbt18dZ7FPnx1qVxop5Sb1K8LJ4Eu14qP\/XFzf\/pzSVo\/sVlpV2VrYLg8qX6xeuyQHDuRL1GF+9wEKwt9Em9+HBGhCVT6UscOuVS5bqmVf4woZF1XY5f7WYIaa5B\/GMdT7+kdZ1XFsddNm10WwNJweBpzmdvfFDvtx6xpVX\/tSl22vfw6\/dosmdwvKpZa22B9tf\/iyhbdh6+ShB+XrqsNefeZepDllH3Lnuy20\/DBh1h6aWDWxtICNoF3jp5j9NsmUB54Rjl8MNX33ykqoLK7\/wvZtXChBUWCuL7pULl4xa9vXrjjXz39Svmrlsxracqh2bWb2lPo7KWeW8uP0i2GbV53dKFbQWPPin1FsPnCUJ321f01gm7c7H8My1Bzjd5rQVGrurfMN111w6n0vZT0WrzOKMMRwfn+ns8V4YCSeoZAqmeXokKdi31\/4\/ZlS6HytZ7odedM1Hak1eUPQQWDR9uqfN\/eka1qp2den5oiGCriatyEVUy7Tl+LpbG9jVTO9BczziVbSmL3pw5HSQ3aO7mJXM3z2uvUcJsNGxW34+h6aSHpz3k+gnidqNN0I28eqveq5YJLNk8Qjnw0h3vT7Q745Wjr+GwzWuWbl9gJ\/X+zpqjwQ1HCVqt6irude1RIJoSIQhUPwLa6goZfu5hXwd3aLSQG7sectvMEdy664cpeJ2+\/lYQ1SnyvnLVWbj1Mty3q2Z25TndC\/oBEyvvStAww83BS7PsaFewvjwvPKfey4L3tTPNaqFgCS9cNcZOXaArKKz6JS7Q+ur\/76xrWqUPE7Kuv0Kv9i4Jaa5B7HllH0Km3kwscWUZccHYyZ6u2aaDO+sIolgMGRtb\/UI\/n2hBxef\/E5KyaLIKcp8LKuYU1HUVBG1pNEldDbmM9ARBJZeGUXilgiyNJaqoIIocz9Ptg3yX\/laSAp+ztFuaqof7eRWh4v+InJQELSnp6zc2rdJx0zMyaRq6RmX2iGurSuTGR3+MptM4tAbthzcqM1VgAE1UVUddqGxolpGhGi05ueyVjwKGflcKDZZRM2MRmm6zntplkQbNJpZyaWHUgwtqRAgCNYBAYnoKQ1pZ5v+OVNlyqHS9lxVysDzRpZCCXNluFtkqRUZKkpaS9M0vE8joGMiwBA0ZMgaaMhkpSYJ8dlYGT9FQt6xcTEVdIj8u9lMcjlYkZz2kQ9lqojGgK6Kuqc4SZGgsXR0NXlZyKgrLRLFxD0sZQU7CylybJmfZ2kZG0KGktZlhSXL0N88CgSb5nyDwpxGQa9Wvr3w0jk22XnD0Tvz8rvJ+F6zesZ9N2dphadrZqcZ7fSiiFXm+CZKw6\/DpBde5tbngnv0\/NlXeFdVIxrSLNfXCkrFrop4bW\/Yui3Z9kajTb2gzOUHnLFF5GcG79Qde4lSXX6bfWdeVvlvJuv4Su1q8Kntk1uL4\/9TQ2h2GWxbf3LH1i0dAcnpGnv8+HOtQci6Yk5ef8eOwcJLf3jq6seyDEGtO+nxqqN9lkGnOw4OL91589CH+4xs6NS2Zl3xrg+Bwdj7G2uYaTyvOzf6xkZjfqH07rkBFXk6WFhcdLsjS8qMT80QVVcqi6YICkGnBP5\/+zxX8XuPONWWW3wz7VIp\/ZWSUkJaJiIiIpGzZy7vskiQEgTqKQKXLobL1Lmrdu69S8KENO3fdcg3LKttF\/+CUGIK3dEVdTuqbq4f3UCtov3vWxyppGTlGalR02VVBUnweS1mpbHMuKJAx1C3P02i8rMAXF7eWLcA1W5xCBQqf\/pdXUP6YFRETpsnJyn+8Iv8QBGoSAYaC3ai5m+f0txOLvnt054qzrmWfXYxPTqGF3RN80k\/wIltx8F48LSM7nZadl0GTUf5049JoMvJlrLpKe7\/TFdVGqXwV0GgsNq2wSBDyzs7PlZFXY1Aan9LfeYkzvl7XtEofJmRdfwK71v\/9yvm1bs\/faACnlCYqIiaYmbhB9\/82LxneUSn94dGda8o\/yFv++wHrBOdN29cNsxAof\/5fTUWGlp31KWT7uZxGS3M+fuJegdWMBXNXLZq7alzj8mi0qG73OcvmzmgjH+90ZvGOG4Efd+mffsnv40BTu3x+xFTs9ot8Rk4eTVHlS8XvjStiM6i7jt+VxRt2rthw4CGn2eTe1GczvuhQcBFyY+uFYKXeMwVmL5rb7+PxsaDmq\/\/ZIiJflZBLgkDNIaAqr8TLzvg\/Hwr63nKobL2DBwyfu35Wbxua\/5ldO\/e5fTpgqWpKWTm5NCUllS9Uspz37XfOtRlNraDptp\/2liLNRg9U8Tq+ccWWnSt2vSptO\/x7v7kbeOvoiQ\/Sg+eVPToWtTf8ovcvLv65NfjF7MlFLSPAktG36\/vfqgW9jZOdr346G204kHpXfkyXdlT\/ZSv\/TFf\/7yVemXmVrevvvdPJuq4MwVopI6T5z8IuLipKy8mo8BVRNFpYbDpLUaE84EoTUrfoOGzprGZSXj5BGFxWWjIrKboIue+KcgNtyXj\/F4nfKkSHxct8OpCiYav9xcudIaLeqPP4Of91EQ92C6HRqK0q9etE3\/b0vZICV+cPNAuLxl\/Wf3fc3Pcevsqt1y+bu27ZwlXjWqt\/5\/7CEW9hg2Y9NalNtuDZ8WX\/5IogUDcQUDQylEpzfV01tf3uchDM4av1LiiiUTxg3VDt+Dd+\/\/\/DDtHOL+IVLK2+3LfGxMfLNP74IQoaTbCzLeuZRst66xau3nPuukVYg7Mm23+PTMRHx3AatumuTS3BnLycj83JPwSBOomAmKmJGi0jM51GkxecZ8Z+80E9URFRWl76pxMXGq2osOQ7Eykqoj65+N2uvtNOUCwtLpmVnsATZD\/\/\/wMv8c\/K5blK1zXtew8Tsq7LgavlzHdITS1bVfnw9aFUxsZeP+P51VtBaYIPRfCK4j2uXHgv0sbeVGB8VlRYepEgQ6PlhsUliwgLmLRmszaq8fcuuyZTR7UlaWHxX3Bugb5m+35mRc4nTzyiuqXROHnJ8YKuZOQksqIiy54TJeH3nlGfi0CLtPjIMgOQzQuPTmdJItAt0qx1o2LXW3cCqW\/S4OTHx1b5VxKg8MFh3x7neOP2\/YzRUUX53riCz1UrRToLvglkheBzIBV\/qb9ieylpYVpCVJhgypwMD8cX\/584VGxN8gSBGkNAp0tX\/UK3C\/ue+GdQ7+CSrOTEtC9\/g\/Y7y6Gy9V6YGBVfILjvsYijw9M54tQZ1Hemg6eB+5WNp\/1F23Tv8CmU\/FFV8PKOCytby5xoh0cBVJ+olDHQlvl8eL1m53e+c0ZeUpoWF1n2Xe+ctLcOnsnkVQDwiNQhBLIC3\/rE5+QL7mxeUUbQnSch4g2NsQkUsWlhxHn74FZI2YuPximMjxL8yS2pZnb6ac4OnrkCRsuJdnR8I\/g4BTUfeTmpLC+PqLKust7eeBP28W7\/TldUo0pTbetm8lF3b3hmCPrC0MmCj0Rq\/sBLvGJvVaxr2nceJjSyrisiWJv5j\/dObZrwd40tajZ4Tm\/lqHsnBV9Js2rnYXdum3H\/ffwURG74vZN7yz6GtXHDc1qHUb3LPpWg0HrCsA5sn13UF+hsu3AvtOxN+AUsIuaDZy7oLPHhVlm3KzYu33P5qSA6rd+lt1HOk4Poc\/GuV1K9u5sLUc3yAh0vLC\/71rb5u9xLWw6iPv\/QsO9\/o\/WTr+4Q0Nn5m45ccE8TLHyqxec06kIZ352\/7sBhlySNjuNXDbUS\/VxL5b4zLo6Mj4c3nCD4Rfvt65ZuXjK4UbbrVTfq0UY1\/JiKWnfpKR99HBau2nk81mxCe4WPFeQfgkAdQwAretX01lLBjlup3wfYdPTEi\/AvF853lkNl652T\/ubCrq1YsPNXbD0eqTx6WGvBzvmrKWd4bqPW4KaTV9\/TbIZOXdgeXOFLJe0Og5oU39smWMsbnCQGDaR++5aW4XZiX7D2DMGv9uPkeuG6Ud\/7zhkRu652ykE3BPvbTVejLAZ3Vf2yf3JFEKhtBDjRrof37BHcoqt27nLIajR8dF\/NMpsa9F84UD3qluDFN3\/Vzo233pRtaEVsBvW3K3besGrj\/DV7HzIaU7\/LWtZAp+8IOzm\/i4KuNlwMbNi5Q\/mn9CvvqqxR5Yl6lwn9m+W+KvvCu61rLroLSDPtR17iOA\/6gXVNq\/xhQtZ15d6ojVJCmv886nKW\/ecsKPsytXVL100f1vrjhxBoNM325eWbF4zuUF7O0mk9fKrgC55ANJfNmtOm0m+hYilbD1645GO3m5fNGl32SBA17l\/23TdLNy8a3VrVdPgK6vPQOh0mz6I63L5i1uQ2ZV\/NgYkyZMy7\/0d9P932FXMXDmz89QtbufPSjx93Xrp9zcJ108f3tVamzm\/RmkazGr\/u48egKx032dM\/Wu\/jl11AnyWmr6NEKyzMp9HUu8xZOr4Ryj4JQ731uLll35a1cGFfU3X7\/z5+KK3RsO1zOpefQyt3nPqxXNDum04EheR\/gkC1I8BSbDZ6+tyPC2rVwqVDm0lizAr3aqXLodL1Lmk2eGHZt7xhV7luen9zCXT0paDb8jWIsSYP7tCgQpAZtR8XiHjDvh8fGoLPQRn33zzcikZLfuuRbNimu\/bHzTNLVFdFGaE4QWD88+KlUT+qrScvArFeun3F1EHG6q0nf1zaWHTbBV1RSjSL4RVX7jedfNQi\/xAE\/jgCMuYDp677uP1bum7e6C4VFoKkWe851N0reE8NNpcqG13MqAv1Wlk1d3JHHaqsrIJGq3C3j7Y07TLz492O2kq7+moV0D6vOxpNMMrH1+vmBVTki0b7vy9x9PBD65pW2cOk7q5rAPivCeNfmzCZb\/UhoKwuz4oKfvspUI5T408HatU3JumZIEAQKEdAWVuVFeVLnVDTaLyiaMc3gVLaDcu3oeWKJEMQIAjUGwTIuq5DriKkuQ45o96bYtxjgk3pw10bF2\/YunjV1jX3si3LD9Tq\/dzq1wSItf8oAg2797YrfrVhzcYVGzbO33DwSprR+CndK\/2zSP8oQGTaBIF6iABZ13XHaYQ01x1f\/AWWiBt0HL1qxdLNyxZuFpyaDfviZPkvmB+ZAkGgjiPw6ex43bKlgo9gDW\/fUKKOW0zMIwhUgcAvV\/1dH+cj6\/qXb4Q\/3ZCQ5j+NKOmPIEAQIAgQBAgCBAGCAEHgr0OAkOa\/zqU1MyEyCkGAIECQMNIzAAAQAElEQVQQIAgQBAgCBIF\/CQFCmv8lb5O5EgQIAgQBgkBFBEieIEAQIAj8MAKENP8wVESRIEAQIAgQBAgCBAGCAEHgX0Wg7pLmf9UjZN4EAYIAQYAgQBAgCBAECAJ1DgFCmuucS4hBBAGCwN+EAJkLQYAgQBAgCPwdCBDS\/Hf4kcyCIEAQIAgQBAgCBAGCQHUhQPoFAoQ0AwQiBAGCAEGAIEAQIAgQBAgCBIGqECCkuSp0SB1BoD4gQGwkCBAECAIEAYIAQaDaESCkudohJgMQBAgCBAGCAEGAIPD\/ECD1BIG6jgAhzXXdQ8Q+ggBBgCBAECAIEAQIAgSBWkeAkOZad0F9MIDYSBAgCBAECAIEAYIAQeDfRoCQ5n\/b\/2T2BAGCAEHg30GAzJQgQBAgCPwGAoQ0\/wZ4pClBgCBAECAIEAQIAgQBgsC\/gUBdIc3\/BtpklgQBggBBgCBAECAIEAQIAvUSAUKa66XbiNEEAYJA3USAWEUQIAgQBAgCfysChDT\/rZ4l8yIIEAQIAgQBggBBgCDwKwiQNpUiQEhzpbCQQoIAQYAgQBAgCBAECAIEAYLAZwQIaf6MBckRBOoDAsRGggBBgCBAECAIEARqAQFCmmsBdDIkQYAgQBAgCBAE\/m0EyOwJAvUPAUKa65\/PiMUEAYIAQYAgQBAgCBAECAI1jAAhzTUMeH0YjthIECAIEAQIAgQBggBBgCDwJQKENH+JB7kiCBAECAIEgb8DATILggBBgCDwRxEgpPmPwkk6IwgQBAgCBAGCAEGAIEAQ+BsRqB3S\/DciSeZEECAIEAQIAgQBggBBgCDw1yJASPNf61oyMYIAQaC6ESD9EwQIAgQBgsC\/gwAhzf+Or8lMCQIEAYIAQYAgQBAgCHyNALn+QQQIaf5BoIgaQYAgQBAgCBAECAIEAYLAv4sAIc3\/ru\/JzOsDAsRGggBBgCBAECAIEATqBAKENNcJNxAjCAIEAYIAQYAg8PciQGZGEPgbEKgrpJlPfggC\/xIC9ffh8S95icyVIMAnS5XcBASBeoFAzSzVWiDNX6GPeaIEaZ2V4ODgvLy8Omve7xpWb9u\/f\/+ey+XWU\/Opex5pRalrc6loG\/Iwj0qRIUIQ+EcQoO55pBWlrs29om3IwzwqRYYIQeAfQYC655FWlD8+95omzZhM+RzoZT+4LPu37ibnzp2Lj4+vu\/b9q5bt3LmzpKSk\/s6+\/M5HBoKlAUGmjkhFYyiQYRiVISlBoC4iUG02ld\/5yECwNCDI1BGpaAyFAQyjMiQlCPxTCJTf+chAsDQgyPxBqTnSDNN5PB5SWE95EZl6IWPGjNHU1KwXpv5TRi5YsEBYWPgvmDK1HJBidfB4H9dILc6rohmwClKLxpChCQJ1BwGsBUoqrpFaNK+iGZRhtWgMGZogUHcQoJYD0opr5I+YVxOkGYbCbkowBwhK6pEYGhqKi4vXI4P\/EVMbNWrEZDL\/msliXUCoZYK0tuaFoSmBMZDaMoOMSxCoswhgXUCoZYK0tuzE0JTAGEhtmUHGJQjUWQSwLiDUMkH6R+ysCdIMWymBxZgAUiIEAYLAtwhQq4NaLEi\/VajuEgxKCQaijEGGSDkCJEMQoBCgVge1WJBShTWZYlBKMChlDDJECAIEga8QoFYHtViQflX7C5fVTpphZbkwGNU+3C9A8H+b8Hi8\/6tDFGoegb\/SL1gj5esFmZpEFcOVC8yoyaHJWASBeocA1kj5ekGmJu3HcOUCM2pyaDLW34HAPzULrJHy9YLMb869JlgsrITAUIryI1O\/5MyZM7GxsfXL5n\/B2q1btxYXF\/9lM6XWCNYLpOanhkEhGJcyAxkiBAGCQKUIUGsE6wVSqUK1FmJQCIagzECGCEGAIFApAtQawXqBVKrwU4XVS5phIiUICoLs\/5RldUf56dOnqampdcceYgmFwI0bN0pKSqj835IK5oGVgvVCLRykgqLq\/x8DUYKhYUD1D0hGIAjUewSwUrBeqIWDtGbmg4EowdAwoGYGJaMQBOo1AlgpWC\/UwkH6O3OpRtJMWYYUAnMpsv87tpK2BIF\/AYGKyxvzxfJBWq1CDYEUQpZqtUJNOv+bECBL9fveJDUEgTqEwB9cqtVImgEY3sHlQkgzACFCEPgRBMpXDTI\/ov\/7OhioXMhS\/X08SQ\/\/CALlqwaZmpkyBioXslRrBnMyyl+AQPmqQeZ3plO9pJmyDCZCqHx9TNu3b6+goFAfLa\/E5r+oqF+\/fkJCQn\/RhD5PBesF8vm6pnIYFFJTo5FxCAL1HgGsF0jNTwODQsrHzSvh3vGNnXn++eBdN3puOEOkagR6bzo3+sDtbffdw5MzeXx+OYx1P5NaULrPOXDcsYcDtl2peo7\/Tm3vjedG7r+16a5bUEJ6Fd7EeoH8vourlzTDREpw5vv7ttZWD6NHjyZ\/3KS2wK9i3IULF\/4df9zk2zlivVALB+m3tdVRgoEowdDV0T\/pkyDwhxGoG91hvVALB2nNWISBKMHQ1IiBKbnTzjptv+uWypRWamxn0qE\/kaoRaNC2t5ih5esUzpjD904\/9+bWhy\/IArW\/6Rs\/eMfVWx4hfCVdjWbtq57jv1Nr1K6PpJG1ZwZt4vEHhx97FJdyqHXxVYr1Qi0cpF9V\/dRl9ZJmmAL7KEG+ngqTyaTT6fXU+L\/YbPjlb50dtWSQ1uQEMRwlNTkoGYsgUK8RoJYM0pqcBYajBIMGJucce+HT1Ujp+FDbTc3lxulwm6uwWSwWk8j3EWCzhWTllYwbW1u17XbJO27L7VdFJZUzLSBcF6SEy7vmFeUdHL6yd7OT\/RuvaCw6WJNvKMsmXgYCLDZbRk6xgbmlddtudwJTt9x5VVhS+q3XqCWD9Nuqnyr586S54vC\/b1\/F3kieIPCvIVBjK6jGBvrXPEjm+48gUGMrqOJABaXcky7+jSU4rldPzJo6aeTIkUO6ttPICZcVJlGeH7rvxMQlLOzaOkdnXnj5voqT\/R\/qq9qUeHyaR3RaVHK6RmHC\/rWLJ0+ePGzI4N2Lp6uVpIqxiKM\/4y4qJt64eUv3hPzTz714QO1zzRe5iivoi4ofu6hG0kxZhpSSH7OnLmqFhYXl5+fXRcv+bZv8\/Py4XO5fiQG1ZJBidlSKTPUJNQRSSqpvoPrVM7GWIPB\/EaCWDFJoUiky1SfUEEgpeRKUGBqfqqykqGVsvmHf0UtXr+fl5bk8f6Yp\/gff7PySwry8tCRuSXFRbla0h\/P\/nR2fx81Jji3Kzf6\/mnVBAXFKU2v7hx8iolIy64I939qQW1TqHBTHoTFpTGa73oNO3XTYvXt3aGhoUkSQtNBn0oxborSooDAnoyg3i1\/lB07yUhPjP7gX5\/2cgzjFReicktLiwm\/tREl+elKC\/ztkflYKMlJh0s+2+lafxWIbW9g6+ISHJ6d\/VQt8KEE5Mkh\/TRi\/1uz\/tvodm\/5v5zWscPr0afLHTWoY8x8Z7q\/84yaVTrxaV1O1dl7pdOpL4bGTp6ZMnTqF\/Pw\/BKZOnXrgwIE64tbXb95MmzHj\/5n8x+q\/mnW1rqZvO7\/wyldRU1tWQ8+iSZOXLi47dmz\/43\/vKTHQ88W+FW8v7fN3vJoRExbqcp\/G5+enJ4e7PiopyPtq+rjMz0h2O7XN\/ewur+tH4z64o6Tui4iYuLyq5gu\/iLppanpegVdcJlNSrlW7TqIiwlcuXap0uZUW5gU8uuJyaO2rYxtfHFhZlPN5D\/DVvFIjAnzvn89LT\/6q\/KvL1PCA2PdunBLBXxDj83gRbo+ddi9xPbkVEvfeteLdGOvtmhLqy+fxcpLjBduqH\/7dynjfN0lB73lcTm5qYuQbJ9xaX9nwC5fwppqW3hOfsKrbVrS\/as2vaquLNH81TL2+jIyMLCgoqNdT+CuNDwwM\/FsjzX+lv+rdpB7cv5+gZpNr2Y9I1QikGrS9fv16HfFvgL\/\/mxRO1Qb\/wdranXV4TLyuhmqi98sd61d5OT9u2MDwj\/+mh\/f1E6VFhaadB2s0bs7jlKRFBpYWFz7fu8xp1+Jne5akRQR+uHvm+ryBj7fOyYgJBRqR7k7Rb5+bdB5k2KqbrLpudlLM24t706OCUfXy8NqQF3f9H150Prjq6a6Fj7bM9L51AuV5qYkf7p3zuHLo\/uqJd5aOSgzwyEmKdTm8NjnYB7XBL+6+v30KmWoVETnVwPjUah3ilzsvLinNKyrWVxA\/d2Dn9dNHA964NGvW7FvOh6OAxEAvJluoYccBYS8fhL56EPj0BryDcUOe3\/1w\/xw2OS6H1txaNOz9zZP5Gal8Lqe0sMDt1NabC4denzfg+b7lmbERfg8u3lw45OH6qaEvHV7sX\/F0x3znAyuL87L5fF5aZGBBRopp50EQRX3Twux0p50L4a8nO+Y\/37fcccucl0fWFWQkZ8VHFmSlwemvjm+6v+a\/h5tnet88cW\/l2DfnduUimnzvLAx4tndpbkp8or\/Hi\/0rcefgxijITMmIDUuNCnqyff6N+YNcDq0pys+JevvMcctsl8NrHm2cHv\/Bnc\/jYi4\/IhKKGn4x\/2dL8CP9VKpDSHOlsJBCgkANIECGqNMI4BmtamKpZdlyYJc2G4d1ODymw+bhHYZ0batr1RKFPy54weQkxyGaotHI9sdbUZpqpk2lVLRUzZpSl9WRyqjpJgf7CEvI\/HLn6ua2dWf7yufxpNW0MZfO7VqvGtweXts9ssOk3u0aN2+Fwp8SzSZ2DCYT73IFvYZalpU7nVarP7k5OXISoskxkWw2e9GiRbm5udnZP3fm\/n\/NF5GWjfd7m50YI62qxSkqTAnxYzBZCgamUioajXuPyc9M8bx2uPmY+RKKqh\/unUVvIlKy2cmxoc73pZQ1xeWVi3Kz4967FWQK+GiY+5PU8IBEf89IdydFfVNRKXn309u5XE56dHDg0+thrx5oNGmu1bQNoqQ0Gi01zC\/G6yW3tMTzykFJZTWUVKvQhcUycuvohzC5XC6fyxGl83zfe7Vo0QJHrN7e3kVFRZUCAsSSQ97T6DRty1YpYX4J\/h5QSwn3SwzwCsb249ZJWW3D0pLCwmzBpxfC3R0\/3D3bfNwCESlZBoNRkJXifeOY1eApstoGAY5XJZU1VE2szHuNYouKoxMIp7ioMDutOCdDSEzS4+KBlFDfNjPXN+w0UFhC0sC+s1mP4XnpKRnRYSUFeXHebpyiAoOWXX3vnk2PCtG0bBX26mFSsI+qiZXdhCVgwB\/unhNXUBGVltVt1s6s54iCjJQkWOh0syg3w6Tr4Ki3z8JfPsiIDoWmSkMLTmlJwONrJYU\/GrtkiEqk5VRyDIIp\/L4Q0vz\/McTzCPfT\/9cjGjWLgLCwMJ3++RNdNTs4Ge1fQaCtKivj6fluzcw1FGVbmxtIhL2SYf\/c3Auz0vwcLkS9ceJyKvmd7m\/7Ks7Nzis7OQ1zfXR8iPXJ4bb7u+gicvOtZnkJp6jw8rQeW5pJbG+psL+bvvuZHbwf\/rh\/NmKBkP+seAAAEABJREFUF\/Ymh3iX91Z1pjA7o\/D7J79Vt62xWnM5pkyYy8hOLTSV5Mx11dxObdcWKmGWPS2KYH92xo9YAv4d6+32\/saJggwB5ytvwufz49677u9ueHP+4PLCWsnweLxMrpCsSbO8\/IKWLVs6PHjYuUvX0LAw2Qofdf1Nw+zGLtRv0enxltnP9y0ryErjc7l0BlNCQVVEUkZOyyApwLukIN\/3\/oWUYJ+M6LDSwgIDuy5tZ6xHpPPkMJsYr5c4cOfxuPyy83q+IMOj0eiGrXo07jW6ce\/R+Rmp4a4P4j64c0tLcNtHujsl+XukhvozWGz1Rs2TAr2Cnt2k0+m6Nu1p1f1DZ3A4\/Ooe5Jf7L+Hw05jSrXv0P3HypJ6eXlp6homZeU5aiijzyy5xZ\/q89r1\/QUpRg8fl8Hk8CDSAP5\/Pi\/Fw1rXt0GbqGoAvJiv40xNZ0eHiCsoyqtoy6rolRQWxXq7Y5AQ8vJIS\/CEnKY4tIiIuryynocdgstAJjcbPjA1\/f\/PU+9tninIyNK3sUsP9fe+dYwmJCIlLSZd1QuPz+NyP8WB182bG7fqKSsspGZrqNG0jJqdUmJnGLS2NevusOD83Iy5MSEwCDaVUNGXVdPl8flF2ZkZUqIFdt4bt++s17xTy\/B4KxeWUG7TupWZiVZCVzuOUlJnx\/xN6dXqTkOb\/74AxY8aQ72n+\/zDVuMZf\/D3NNY4lGfC7CDSQoj95\/mLVxq3PXF5paWkdO3aMGSEIvPE4nIKMVBxPp0eFpIT5oX1eWiJe84kBntmJMXhjoSQnOQ4lmXERnGLB5wJRwikuRHimMDujtDA\/PSq4ICsNhfkZyUlB3gn+HtlJMTnJcUcHNrm7fAyiLGqmVoP33Zly219R3+TdhX1Un9CHFGanJwf7lBZ98es4KqbW\/XdckVLTCnG5nx4TkhUfhU7SIoMgXE5pdkJ0or8H7MlLT0IPKIFhGDc3JY56z5UU5qeG+xflZpUU5KVFBBSWMWMel5OTFJsY4AkpyEzNTog62MsY57Z5qQnopM6Khhj97t07A0aMCYmKnTx58vXr18NcHOjFedmJMft7GDrtWgScYXxxXk5KmF+879vU8IDi\/ByUlM09ECXJIR9KCj8Hq3JT4gEjH5yAz8+IDnE\/u6skT6CPJrUrBRx+trLJ1iuO72PSkC46er3f4u1+WeCmf8YuHo\/XZtqaDnO3xvu4ZydEo1M6ncZksXhcDpdTyhYWZQmLGLTsajlokt2ExUw2G6AZ2Hcbc9ZVQc\/E59YpOoPB5\/I4RYXAnlf6xaZRRk1H17a997XjKSF++i06s4RFNRrbmnYd0mfzOREpWVUTy4KsdK+rRw1a9UAntH\/+Jzafr9Vp+CPvUDgaXp6z\/5JGu0HJhV8SfTrDtMuQ4Ucfc0qK3p7fw2Cy8MApKcjlFBXQ+HxuaQmfz0cJHaSSKdj6G7TpkRYR5HZqW15qolHb3mIyCiwhET27Tk36jW87fS1LSJTHKeV9\/lAEXdPCvs+m873Wn0YQWqOxXccFO2O8Xd+c3Yn+MSKGoH3zw2QJBqIzmchEuD95tnuRmLySom5DKMOtOMnhlBTzy\/ZUdFywhDglRQIpLWaLipV3hio6vWzLW15UexlG7Q1db0Zu06aNvLx8vTG3oqF\/db5Xr144BPirp0gmV\/sIhOTw123eXsAS27n\/sGfZz+4Fk55sm5saHhD8\/M6txSOcdi16jbdOWtKzvcsct87B5dOdC1JCffHof7pjwYMNU\/0cLuYmx1EzyU6Mub1kZOQbp\/ToEMcts0JfPuAUFzkfXP1ww1S3E5vCXR\/FeLqAT2fGRQQ\/uy0sLg1aHOH2uCgny6TLIMbHeI+gp2hPl\/trJmYnCkiM4Lrsf7aQiKSiuoS8Cp1G5xYVuZ3cfHfF2Bf7VnhcPQSu\/GTHvGd7lz7aPOv53mX5ZR89fLRphtPuxcFPb5cU5KKD1FC\/eyvH4zAdxjusnRTt8QKFWfFRT3ctfLJ9ntvJzfF+byLdn3KKChP9PeI+vEFtnZW4Av7ydZtUDU0v33N8+vRpXFzc\/cun0+Jjot89B+BJQd6xXq\/Aj71vncBMMbUH66f43j9flJcd+OS6w9r\/Xh1d53H5QDm8eWXO9X94hc\/j5acled08LqOhp9ywCY1Or3UEuHxaZC7vZnTp4eASpPdjS58nctKK\/hhp9r5x9MO9c8khPrJa+kISUpgvnc6QVNIozssOfX5X0cCULSQa7\/smLzUJ9yqDxY569+L9rePBT2\/SGQxFI3MxaTkRadkgp5teN44VC7ZhXyBmOeC\/2PduwuKSxu37yWropYYHYIEU5WSzhITltRuISsvlJsfrWLfGiBj3Hxfsjt5ncE+HlsDR8PKDuFKvdE7+19FxflKgl++9c6CkCvom8tqG6dGhHpcPJpX9sp1e847xvu4eV4\/EeLuWgkbT6MLiUiy2cGFWuoqxhbisopq5DXyR4OeRl5LA5XBkNfXSI4PCXzlySz7u+TNjw7xvHPe+eTwp0Dte8CFjnrqZDZMtJCarGP3uRdTb55X7iP7R6bkpCdga8TicotzM4rwcOp0ho6YT7\/M68o0TGgpLSCkbN4l4\/cTzyqF43zdG7fuisA4KIc110CnEJIIAQaBOIMCi0zXZRbs2rnl49nCg5+v8\/HwTE5OBU+ZFvnkW9upBaXFhYVaaTtPWzUbODn3pgMe9eY\/h1kOnpUeFBD27lRDgAYpp3KG\/SZfBIlKy1Hx4XE5hdga3uIjLKS3KyeLgSPS9a7DTbeMO\/drP2dKgVU+Dll2ZwiKK+iZN+o7jlpYmB\/v4OpzPS0sSk1Hkl8VjaGU\/yoaNmo2cKy6nVHb1McG4Lw+v5RQVmnYbKqupX5yXW5CVZt5zRONeo4Ke3c5OjG06fKZZt6EhL+6FuNyP83mdnRjTuNdo3ebtmUIi6ILLKSmCbaUlyBRmZ3KKi3gcDiaVFh5oNXBSu5kb1c2aGXccwGQLaTdtg3NeNKk5+ZmRmDSaMqv0xL6dt4\/vfXbjvIeHh6SkpG27rnLK6g3a9QGx07SwN2jZLTU8wO\/+BaUG5h3mbwe98HtwMdL9if8jwUc5O8zbZjdukZSKFobFjsLjyoGi3CzrwZPBHgKfXE8N9VM1sWQwGIW5WVD4u0VWw6A4L0dEStZy4CQdm3b2\/y2j0ekKesbmPUbRGEwZDV27iUuZTKGCjBQeV\/D3QSQV1elMdlZilFG7PubdhonJKVn0HS+raSAur9Ji3CJdm7aGrXvo2LSlQIMjWk9Z1aTvOCllDYv+E+S1jQoyUrllp\/DCktJiMgq6LTpKKKnTyM8PIMAWFTdq21vVxIpXWmo9ZKp5j+HAGSnKTToNNG7XV9+us82wmXwuR1GvoXn34eJySnQ6o+nQ6dLqOkmBXh8czguLSzUfu1BIVCI\/I4XP5+k0bavXohPcijydwcCqh09Li\/JLC\/O5pSUi0rJFedkSiipWAyfZDJuhYmJVWlSgatrUYsBEUSk5s+7DFfQawurmYxeoNrQUkZQx6TyoxdiFWHcl+XkW\/f9r0KYXncFAh+rmzfCoAWtvPmaBYavuWpb2nJJi8+7Dta1aaTSybdx7NDpRM7dBc7aIOPK1Loxat4AYQBAgCBAE6iYCIiyaWGHG7du3O3bsaGNjw+fz1dTULFq25\/O4RdmCb3SSUFDRbtpWxdgiIzaMLSyqZGCGF5KYjHxOUlyinweDzVZpaCGnbSgq\/ZE0U9Pk02h8Hg+94TLWx43BYikbWYBYSCiqikjK4k3GEhIRlZFni4joNe\/UbtYmLctWb87vzoyLoH36kdXUN+s6RFRa7lOB4F8JBZUmOFedtRFHtEy2EIrkNPT17TrLaRrmJseLyykp6BipGDdGVUZ0WGqYP5orGprJ6xqzhIWhDBEYBrO4XCS45PE4ySE+AjUDM1ktQzFZRRFJGRqdLiQmISwuCYW6KWwmXaw079L5c7a2tlOmTDEyMoqNjb1z\/ni4t5uwmKTAflFxYQmpgszUkqJ8ZcNGMqraSgZmeJcnBfnkZyQr6ptisjIaegJlGq20uDDe921RTiZmXZyfkxDgmZ0Q5XX9WHKIb0qob91E4A9a1bDTAJvhs5oOmabRqLm8dgOrQZPROW4D0y6DG\/UcIamkjhusxbgFVoOmaFnYo0rVxNJy4H+2o+aZ9xghLqfMYLI0GjdvNmJ2o+7DLfpPVG9kq920jXqjZtCEsISErYdMUzOzpjMYqiZWTYdNbzp8RsMO\/VGVFR+VnRyrY9NWpCy8jRIiVSPAEhbFVhYbeKvBUxCmZYuIi8spW\/b\/z2rQlMa9x+g17ygqLW8JgjtiFi6xSxeVkY\/3fcNgsSTklbEzLC3IZwoJ6dq2bz5mnvXgqTpN20qpaDbqPcak80CWsCidzlA3b2Y7ai4lGo2bqxg1seg33qLfBFVTa0UDM6uBk4za9lIyNDftMlhYUrpBm56ymvo0Gg0KivqmwuJSBvZd9Vt0btJ3vNXASQ3a9DTrNowtIiavY2QxYKJxuz4K+ibmPUdIq2lDwXY0bp6RQmISysZNYCeNRlNu0AjNWcKCvT0ua1d+lzTXrvXVNLqjo2NoqODbc6j+Hz9+nJr68RdBCgoK3N3dIyI+v70oHZLWAAK3bt2Kjv58Hn3lypXSTx+Sy8rKcnZ2TklJqQEzyBD\/DgI4Ek0VVrK0tFy9evW1a9fYbLavr6\/rrXNMtrCqqRVwoDOYdDodGXUzm+K8nBjPlwn+Hrkp8YoGpqoNLTmFhUFPb\/o\/ulzOroTFpLglRTFeLh\/uns2MCUNDFaMmJQV5wS\/upIb7ZyfFIIQjKiOfGRuen5lamJ1eWpQvpaJJZzHB8PgVfo8w\/oP7k+3zcz596oNW9iMmq6DbrL2inonwJ0ZLZzJRw2QLKegZZ8VHJgZ4Rb9z4RQXqpvbKOga5yTGhDy\/43PndGGW4FfpYVtJQV60xwuf26fzUuLRkMFgymsbZsZFRLx5mhYZlFNWKCQmga6K8\/7wtzRguD8lJVx+BkuqQ5duO3bsmDVrlrCwsLGxcXpCbPjb5wibiUhIZ8ZHFOVmSatpIx\/5+mlWQjQcJyojp2ZqJSopE\/ryQVKQN1xQWPYNA2LS8hb9JmREhz7bu0xMRqH97M1DDz7ouea4cgNzuJj2D\/wwmExG2SdTK86VzmDQGYK7C4Wope405CF0Gp31Jb9hsFi0smWC2q+EzgAJoVOFDCYLQuVxl6qZNYXQP41ClZP0pxCgMxhwX3kTOp3OrOBKZaMmeFYUZKY1aNen2ci5otKCj6EyWGw685NnGUw6HQ4q7+CLDKoYTBZVVJb56EeqpNKUwWTCJFQxmJ+GQA\/0zw1RCwvp9M8lUK5T8l046pSVNWzM+\/fvT506VT7omTNnEKigLuPi4m7evJmcnExdkrQmEcB25caNG+Ujbt++vejT1+4EBAQ8ePAgO7vuvsjLzSaZuolApVbx+DS3DMb6M7fCwsKnTigZqZMAABAASURBVJ0qLSsXn5x6ePNaTSt7BHVogj+7xefzeHwe17Bl90a9Rr46tvHB2imqptZmXYZqNmlh2mVwwKOrYc4OIpKyND6iy1xRWXndZu3BpDNiQsXkFGk0moFdV6vBU33vnjsxxObV0Q0gatZDpoCnXp3ZO+Dx9SP9Gu1urw6K3GbmejltQwxESWpEwPtbJ\/LTk6lLHo\/Lp36Q+SQIZ6N\/PpfHZLPNug5VNDC9v2qC64nNlgP+M2rTC2aoGDV5e35vblIcky1M4\/EllFQ1zJv5OVwsyE4XlpRBczqDYdJ5sJZVK+f9q44PtvZ7cJHH5TbuPRr2vziwslTwsUhaHfzh0Wj+OfShy3fGxcdv3LTJPzDQ189PRkO\/cdfhmJHlwInhrxyf7lggo6ZtO3puYqD34T6mKWH+NsNmNmjd02bE7OLszDOjWp6b0D4xyJvP49EZzIYd+5t0Guhz57Tvg4vicorSqloQprAoW+Tz7yrVQRzqtUmqJlbNR82TLvuETL2eSF02HkugcZ+xduMXG7frK62qSRdsYOqyvXXCNkKaK3FDnz59\/Pz83r59+1VdUVHRq1evZGRkcN73VRW5rAEEhg8f7uPjg1DfV2NlZGS8fv1aX19fVVX1qypySRD4TQQSC3iXI0rHnnTasf9wZnZ2ZmGpnE6D7Pio8xM7+Nw9wykpvrty3PEhTU8Ot410d5LV1JfTNkwN8788vcfxoTbxfm\/BrricUjqTifjlmTGtT4+yT4sKllbVLsxKZ4uIeV07emKYTfirh7IaevK6Rgl+7y5N7e5x6aC0qhanuMj7xnE5LQN5HSNhcSmwaoxSLu8u7pdR172\/eiJVcmZMq7y0xNyUeOoS6enRLdMQG06OOz3aHpfX5vRHrBS2wcJwV0eUXJ3dNysxWkpFMy89WUJR9c35PRcnd\/lYkpooKi33+tR2qF2Z0Ss1zK\/MjAb+Dy6dGNo05MU9DI3QbMTrJ7S6+pNZzH8UV7rMo+C\/eUtFFTVktQzzCwtvrxx7YqhN4OMbMuo6iQGeZ8a0dj2+WVRaVkGvIVtUzOXwWszX+eAqlogoSoDA8z1L\/R9dLi0quL1kZIzXS1kNvbfn90CHkuz4KOx86ioAxK5\/FwEy82pFgJDmSuAFJ27Xrp2Dg0N+\/hffdp6YmAgybWdnJycnV0kzUlTNCJiZmZmamr548aKw8PM3bfF4vPDw8NTU1GbNmklISFSzCaT7fxQBLauWHeZusew\/YfiRxxOvehEBAkZte9fxu4HOYMLOapVaRyAuMpzI7yOQGBNV666swoCC\/Lzfn+O\/00NCTGQVYP5mFSHNlQPYt2\/f5ORkT09PVBsbG1Ns7MmTJ9LS0k2aNEEhkZpHgMFgtG\/fPjIyMjhY8EdZLSwsmEwmFf7X1NQ0MDCoeZN+ZkSiW48RYDBZRu37tpy8UlxeuR5Pg5j+tyHAbyKUWcclL8xbLjuyjhuZnflDf++mtm4fWUZJHQRQj5MY6+NWBw3LSk+rPk8R0lw5tiBh1tbWLi4umZmZo0ePxiW4mqurK0gbeHPlbUhp9SNgaGiopaXl7u6el5e3cOFCERGRkJAQRJoR\/hcXF6\/+8ckI\/y4CLCERIVEJOvnY3797C9S5mTPo9Lm97Gtcfm5ESz21framddxI48aWdc67FQwyVlesgwCO79BUR0m2DhpmYtG0Anh\/OEtIc+WAIqjZpk2b7Oxsf39\/sDRRUdEbN26AOoNJV96AlNYIAgj529raRpf9ILQMNzk4OCBjYmJSI+OTQQgCBAGCAEGAIEAQ+EcRIKT5u45XU1Nr0KCBq6srgs2BgYHPnj3r168fQpvfbVDrFf+AAWDJCDYj2I9gc0FBwfv37z09PTt37iwkJPhW2n8AADJFggBBgCBAECAIEARqBwFCmr+Lu5iYWPPmzbOysj58+HDnzh0bGxtLyzp9gvPdmfxdFfLy8i1atAgODg4PD7906ZK9vX3DhoK\/PPR3zZLMpk4gkJeWlJMcR6RqBIoLcv+wt36vu+Lc7KoN\/oO1v2cpaU0QIAjUMwQIaa7KYdra2hoaGmvXrkW8eeDAgVWpkroaRMDU1FRcXHzGjBlBQUF9+vSpwZHJUP8WAi8OrHqwdjKRqhGoa989F\/jkRtUG\/8Haf2s9kNkSBP55BH6ONP9rcElKSiKoyWQymzVrZmRk9K9Nv87OF8HmNm3a5OTkdO3aVU9Pr87aSQyr7wj0WHVkyIH7RKpGoGH7fnXK0U36java4D9YW6cm\/rPG8Hi8zMzMhISEkpIStC0qKoqNjcVzFXlKkC8oKKDyNZZyudz4+Pi8vLxvR4R5b968qbTqW2VSwufz4UGAWf4lrRVdjMKYmJj8L79Xt5pAoyzBnVZcXPzVEL6+vh4eHl8V1uXLmibNAGjW7FnT6s\/P3r17ExMTX79+PXPmzPpj9UdLYfO9e\/d+\/\/6bN3\/exx7rzD8nT57Mzs52cnKqMxb9iiELFiz4fe+QHioi4Ojo+OTJk4olleZJIUHgH0cA3PTt27eLFy+eO3fuwYMHwUeRX7Ro0erVq\/38\/MCubt68OX369Bs3btQkUFFRUTBg9+7dO3bsCA0N\/Wpob2\/vM2fOpKamflVOLitFACex8On8+fN37doF0CDwL2TdunX3798\/duwYcJ49e\/arV68qbf6nCrE3A\/Fbvnz55s2bz5079xVvvnv37uXLl\/\/UWDXQT02T5rDwsMDoIH1bg\/oi5u0ajV04rv2QDgbNDeuLzeV2FguXuLi4\/P5ttH\/\/gfI+60imcYcm01ZPb96rRR2x59fMOHXm1O97h\/RQEQEHB4dHjx5VLPk2j2e0p6cngh\/fVpGSuoNAdHT0hg0bECqrOyb9TZbk5uaeP39eXFy8W7duWBFbtmwBJR0+fDgAv337dmRkJIfDiYiI8PLyqslZHz16FEP37t0bDA90igqBg2aBcg0dOhSMOSUlBYQebG\/QoEGbNm3CJdRAChFDwYpGMGXbtm2TJk2aOHGiv78\/SmrS+FoZq4pBgQawApjOzs6I5h4\/fhzbIcAIbN3c3Jo3bz5y5EjEm\/fs2VNFJ79fhZOBK1euwImDBw+2s7NjsVjwS3h4+KxZs8aNG\/fs2bOsrCyMgjj0woULx44dC0KPhQ9Oj0KELE+dOoXd3ZEjR4YMGYIwE3pDeS1KTZNmPo+vpKJoYWvZvl2HUX1HTRs6bfLgyYN6DrJraY\/COiIKSopvXd42aWZRR+z5ZTN0jXSxyfv924vH5cIGW\/vm\/bsPmDR4Erw2pt+Yju07obAWRVlV5d3Ld\/XaTb\/vmr+4BxwjdOrUadKkSXjOnjhxAsfEL1686NKlCwJjeMHfunWrffv2jRs3xmMUz32cBeHd37FjR1dXV1xCH49dgHPhwoXt27eDH6xatcrS0hLPaMSx8ALG22LKlClQIFIrCOzcuRPn7FUPDT4EL8ObVauR2l9DAHQqOjoaS2zYsGGysrKPHz\/GCuratWvr1q0R7pWUlATZUlVV\/bXOf7kVKDuGbtKkCUwKCQnBykVXIPGgy7q6urgEwWIymXgmgHLhTAmMGQwMpD8lJQUMG08GkDB1dXXQL01NTTqdjub\/rGDD07lz54EDB+ro6CDqTLm4e\/fu9vb2mZmZ2traFhYWyCgrV+8fbMrPz4crcb9dunQJOyL4C566ePEiqLCKikp8fDwu4SP4vX\/\/\/g0aNMDTOy4uDq7Etg0Nnz9\/DsYP2o1HPR7gwsLCUK5FqWnSTE1VQVw+LTSlX7e+SvKK2upaR3YcFmeK0+m\/cn\/DAZxSTnZGNo\/Dozrncrh52bklRSXIFBUUlhSXQIB+YUEhBIVoUlRYVJgvuBRUlXKKiwSfs0EVLkHreXxecWExuoUaqlBeWlIKfVzyuKjkQw3l6A0lyCODFA2hVpBfgMJyNZSjFso4C3N\/4X791LWMtIzcrFyqhDIYPUOHy+FQl3UzZTPZYiWiB7fsN9Y3UpCVb2fXVp4hy2KwftBaYA48czJzuCVcqgkAycvJA85cDhfTB1AQFBYBv4JCLoeDJsVFxRQ4qEJzAIu20MElNgPwBBS4HC7KkYECp7QUXUEE+PP5UEM57gEoYFmivKS4GA3hJqrbimqohRpKPrz7cOHQ+bSkVLgJJRgOg0IEhuUX4EZC\/geEqPwiAgC8sOwnLS0tODi4b9++HTp0APfFYzQ5Ofnly5cKCgpNmzbFMxcv+F27duF9iecpTv3odDo0EUTBnRMTE4OnLSzAoXNYWBjeFocOHdq6dSsCVAMGDNDQ0FiyZMn69euhUHcEZvP5Hx9isIrP4\/H5fGSqFh6Xw+OUVq1TF2rBw+Adc3Nz7GH27t2Lg1pwNYQDAwMDwdXwUsd2KCAgoLi4GIWGhoZ4O+I1z+EIngPYPuHFj5drzUyEW1oCqZmxanEU3F2AV0hICBwUwT8gLyoqymAw2Gw2yrGawE6Q1rCFiIOCIiM9f\/48HgU8nmBFgBxjsW\/cuBF7XTk5OaocdwUeEVjptra24FtPnz7Fo0BLSwuXYNLv3r3DXGrY+Lo2XGlpKZwIHCj\/4rFKuRiXcDHeiWCxINaTJ0+uVsvhLxxZwBh9fX2EPPCIxtB4tuMJAJ+C1sNIGABfJyUl4SGAJzaeCVBDyBkPfGNj4zZt2oBz79ixAymMh3ItSu2QZglhCYf7Dr369EpKSULIAQGk+Ig4YdbPbSAAcVZ6VlhA2MPrD66euAKXgIRFhkS+ePgCl8kJyZ6v3k3qN+nAxgPXT19\/dP3hqmkrl0xc9PCaQ6h\/6PLJy5ZOWrJgzPzDWw49uOqwbvYa+MDT1ePotiNJCUlpiSlerz2huWj8wp0rdro\/f31ix7Flk5esnrHyrcubpPjEHUu37V+\/f9X0lTOGTD+588TS\/5bsWb0rLCD06NbDyyctXTNzlcerd4mxCVsXbT6wYT86x3Bvnd9cOnLh9oVbZ\/ac8nB9d2LnsddObnFRcQV5BXFRsVeOXX7u8Cw6LConKwfPMhhT1wT8OC0xtbik+NHjRx8+fMCj6vr163Jicv\/XTkwnOzM7PCj8ye3HV09czsvLK8jLx0xfPX559cSVmIgYnzfeE3uOP7T50LkDZ184PAfIcNPdi3fiIuNWTFmG\/OLxC\/ev23v\/yv0lExZhuMD3AYc2HoiNiElPTvN293p27+ncUXP2rN794sGL8wfPo8nyyUtfPX2Zlpx2YP2+XSt2rp29dtrAqaf3nEbVtiVbg3wCz+0\/s3zKUly6ObmmJqbuXbMbzTfO27BgzHxvd++z+8\/cu3Lv9N5Tb5zdz+w9DTsxVl5uXmJc4o0zN5zuPo0KicSM+Lz\/T2hgLZGfRcDT03PZsmWLFy9GQ7wLO3fu3LNnTzwoceegRFFRcenSpbip8GpHXLldu3agYg4ODoiX4IW6aNGiVq1a4SUBTeggpeTRo0dt27aFppSUlJKSkrCwMFJ5eXmqti6knOKiRH+PcLfHRbnZsCcvPSnE+V54gzGKAAAQAElEQVRmbDjyVQiPy4l0fxrgeBU6uakJJfl166vfYBW8hthSeHj42bNnESMEHwIbxhsRLBkbHlDnGzduyMjIgO7As1evXsVTxd3dHe9yHBlra2vDiQgyLV68GAcOCB+iwxoQtxNb3M\/u\/L8DZSfGlBbV9C\/J\/V+rflxBSEhITU0tOjoax+Lp6elWVlY+Pj4I5cbExGB1wCmfuqrRfxFC9vX1nTp1Km4SbI\/FxcUxPKgSlWJp41GATTIUsLMyMDDAHYJAacuWLe\/du3fgwIHp06fjfB9brPXr12OrDJKAhvVFwF9DQ0Oxe\/lTBhsZGYGApqamItyACG6zZs3w7kYsH6EEPP2cnZ2xfb158yaQ\/FMjVtqPiIgIwhx4Ao8fPx57HoQz4DXwZpBpTBb3IfZm8BQI9IULF0xMTHDIoKuri8f14cOHgQkysBCMGf3gdQDjKx2lxgprhzTnFectWbakkWWjZy7PcJcAi5+dMI\/L83L1dLz56L27t56R3tjZ48ICQ0F\/37xwl5AUH\/LfME09TYQJM1LSrVpYNWzU0P3Fa1NLU7t29ucPn3d+5CynKDdnzVwzKzNEHEFbM9IyYQD0QYa4HEHkMjU5FTwJwcsu\/TqXlJR6vvbsOaRXA5MGT+8+KS4sxtPf2NxoyqIpSXGJMvLSg8YPTo5Pfnj9oddrr97D++gbGTjdd8I6z87KNjIzmrZsRlZ6ZnR4TKOmjW1b246eObZN17bjZk\/gcnkvHjwHlcRTYMjEoVIyMs4PnZ\/effrhrQ\/GhT11ShDOMjY3njBpQkxizGv319Sz7EcshIOwY4Gz1LRUR00fDerpcOW+m9NrJosJ3AxNDbFssMNpZG3erLWtq5OrTgPdlh1b3Tx7ExgKiwjPXjPX2r5pYWExqHZ6SjpGRPw4KzO7tBQ0oygtOQ1HP4gBt+3eTlhUGHuVdj3aWzSzdLjiUFxUhB2IrpHexHkTUxKThYWFhk8ZiZIH1x54uHp06tO5kXXjB9cffFRroDtp0eT83LxAn4Cm9k2b2DQZM3MsukLKZLIEfrnzFPHpAWMGKqoouTi6PL3z1NPNEyWwh8ifRQCPy8GDBw8dOhTdIjQSGBiIpySeqmDJKKFETEwMJdnZ2eBkGRkZeLniKYxL3Ax4rUIHD2K8\/vG2wFLF4xgMALQACshDAaE15KH248IpLkwM8Izxehn26mHk66clhflFOZkRr5+EON\/Pio\/k83g5ybGoivF8CbKb4Pc23M0x+PmdvNQEqEW+cQpyupUWGcTnfTxm+XbcopwMjysH760Ymxzkzefzfe+dc9w0M9L9KZ\/PS48KRleBT64nBXlj3MSKZhTkgbeVFhdmRIc+37P03eUDsBAC5XA3x\/z0ZBqfDxvCXj6I83mdEur77bjVXRIZGXnmzJnjx48jUoiHxoYNG7ApwgMf3sRrW0JCAoEl8CREB5EiD6LTvHlza2tr7JeEhYW5XO6qVatMTU3bt2\/\/a6Zi4xHh9jjq7bOQF3ezE2NyU+IpNJJDfOC4UJf7wCr+gzuPywFc8GCoi0Ny6If89CQepxSIAXyMmxzskxruDx3AGOR0M\/6De9wHd8fNM71vHkdtPRUsIgALwBG3Ak0ZNGjQ+\/fvwTtxaN64cWM4i5oXFhqVqZkU6xRkDrssnCzhroCRGLd79+6IOIJCYUOFZwJqscXCvZGZmQkKWFJS0qNHDzwosPxxF\/mX\/RFf8Gksf15ZoBo91AvBTT58+PAjR464ubnhyfb7Nrdo0QJg4ngNEIFAYx\/i7e29f\/9+OBqLa9++fSoqKi4uLqCqvz9WFT3AiaDC8CCeA3Ac8hi9UaNGCCSfOnUKjoMr+Xw+3Ir7sKCgAA9tPL2xT0YTPAeaNGmCxwh4P2g3bsvExMQqxqqBqlogzXQaXZghfPrE6ROHTty7cQ87IdCmn50qFkN0eHRsZIyqlqqOoQ6LzUqISQjyDZSRkwEPE5MQo5X9iIqLturcikan5Wbn5mRmwzdgrjHh0QbGBlr6WuIS4nSGAAE4rEz9iwQPC3UddYvmlqC8sDkpNklIWFjHUBfnGlQVCJmktKSiqpKmjqa4pERUWCTex4mxiWBv2vra3FIu1DT1tdS11RVUFPLz8oWEhYREhGEbnUEXERMxtTBF80CfwNTkNLYQ28TCRENXM8QvODoiBrP7wpRKL2q2kEVnIVq8e\/vuq+euenp44lH1g+MjTBsVGqmkpqRnpI\/pY5vh5+UnISUOCo7tDdUJCDRYL0AA1Pk5eZySUjMr8\/DAMH1jAx1DHQkpCQALzcrdRKMrqSo1bdkUlJfL4aYmpjKZDENTQ2w8gL+KhgrcJCUtBR11LXVpORl4n8flpSQk454xaGhAqcFHGjoaymrKuE\/gPnhKTFKcwWQgb2plKqsoF\/QhEJajiZG5kW4D3dCAkIjgcPQDq4j8WQTwVEVEBO9LdJuWlrZhwwaEQxCYRDlKKEHgAXFHvF2WLFmCONmwYcPwSrh06dKWLVtw6gcdvPXxCF6zZg0YABZs\/\/798X5FwHL79u2Ic4ArILQJfWj+oBTlZL6\/ecLP4UJigOfz\/ctjvV+VFOZlRIeAcnldP1pSkBvv4\/587\/J43ze4dD+7K8H3rfuZHR7XjkS4P\/G5czr2vavX9cPFZZFgxIPB2\/weXKQk+t0LygYhUXEGi53g71FSmB\/49KaCvgmNRs9LT353aX+468M4HzfXYxuTg7zf3yo3Y0WMp0tWXERmbEROSlxioHdOUmyk+9NXRzfEer\/6cOd08Iu74NMIYDtumR3kdCsnOY5W4z84LscWaMSIEZqamtu2bZOWlj5x4gR2LIgUpKSkYF2rqqrCg9j5xMfHI2SILRMinWBOHA6HyxU8QnGegGgT2NIv2I4nRsSbJ69ObIrzfeN57QhcE\/\/B3XHLLKCRHOLz\/vapIKebse\/dnu9bnhzsE\/jkhvuZnYFPrqeG+WGzUVpc5O94JezlA4zr63Ah8MmN1HB\/lyPrEvzf5aYlpUUEJAV656YkoLaeioiICNYFFhqcsmDBgl69es2YMQOUpXfv3p06daImhZUFwkrlayblcDhgRbgfcHAEkkQNih3X5MmTCwsLzc3NYdK0adNQBWoFXoWTJbwucSiBbRjKsQ1DBrcWaDRmhNuM6qFepJj7u3fv4AvE0ZcvX3737l2443csBwKADgwV6GFlATRkEM7r168fQrajRo2ysbEBepDfGeX\/thUVFYUlGAsTnDVrFpgxgho4DYANMAY3GOzBowCnBDASux24VU5OrmHDhrhFUQVl9AAo4Fa8Dixr+2\/MCSjj\/53zn1Vg0Jm8Yt7VK1fNzMxwkoIg0C\/4DIuhY++OXQd0y8vJv3riKoJ\/LdrZDZkwVFhE2OGqA4K+OZk55cfnMrLS4pLiymoqbbu3HT19NKgqSA9O+SOCI0qKiiWkxcGn46PjEmLiS0sq+XSgqqYKh8sBD+syoGuXfl3B7coBgaeRBwmGqGmplZaWIrTctX+3Tn07s4XZqKKEQWcwmUxRMdG8nLziouK0pNRrJ64+uOYgpyA3aPwg0Pcndx5fPXEFT+o+I\/q27dYWpI1qWHdSJo0Z7B+MmB8CEsbGxj\/usnY9O\/Qa1hvA3jh749n9Z5bNrUZMHSUlI\/3o5qN7V+5npGbQPvkJ5FhaVlpeSaFVl9Yjp46SVZCl3AT2XFRYCA9mZ2XDR3GRcSXFgs+gfwUOaDGNQdM11AX4vYb2rojhRzfR6ciAGfNpfDD4zn079xjc8ys1BpMBNxXk5eMIIiMl\/fa5m7fP3QK5HzBmQANzI+eyT\/7Ag5hR535dhEWEvrKBXP5ZBBCMHD58OJ6hc+bMQTjZ3t7+6NGjGAKPVBQOGDAAr3yc8uNxPGbMGDxzwbbXrl3733\/\/4VW6adMmRG6WLl2KcgsLC4RV8M7AS1dDQwPvJLx68XRGVz8oiCUjpqtk2Mh68FQRKdm4924iEjKKBmYsYZFor5clhfmckiIGk9Wo50h1Mxsmm23abaiubftgp5thLg9K8nOFxSSj3r7Iz0jBcAwWS1xBRUpFkxIxWUUUQliiYmpmTeP93sa9f4UnBjqn0fgpwT756SmWAyfbjV\/C5\/HQSWlhoZKhOcwQlZKN9XYtLSrkFBXIaxuJySoYte9bWpgvpaxhN2Gprm3HRL93hVnpnJJiNLToN17bujVGqWEBIcPLD7sUV1dX0GUQYux2QI7hKQTAENfs0qXLy5cvwZBevHiBSBgyCDLhdT5z5kwQCDw2J06cCG+uW7cuMjLyF4znFhcDKIu+4006D0QMHtsbHpcLNKSUNbPiI826DrObsERIRNz\/4eWkIG99u8524xdLq+vSaHQ8jQXYFhfSaLSSovzSooIgp1sS8srNRy8wbNVdy6o1W0wc7kZtPRXEFMA1QTSx82zdujXCgVhEWC\/Dhw8v36D26dMHi6gmJ4h7AyaBOILQ4+ahhgZJwP0wf\/58LG2QLaz6efPmYRVjPwYLQa0QT4X9Q4YMQR6n+VjyEyZMwH6Mal6\/UkSFfXx8sDTw0IMvjh07lv+rX6WM5yeek\/AvqDPwAfuEi5ctW4ZzPAShASCqIMCqWiHCnYaox+TJk+fOnduuXTsWi4UShDlwiX3alClTunfvjhLchHAx1j40GzRocP36dT09PTy0YRu23LAZ9wCe22z2Z2aFqpoXRs0PyeVzaUK0Nu3aIFY\/fvx4RJoRgc\/LzmXRmT9hDJ0mJSttYmHaukvrLv27FuQVMFlM0Bq7jvad+3YB\/QLvwSuH6lBNS72xTZMH1x1Wz1x9as+p5u1aeL\/x3rlyZ2xkLEhSo6ZN0Hbl1BWuTm6VckEzS3NDkwY7V+5YN3uN4y1HEC+qWypFEBoZpObWjQxMDLct27p+7tqnd57gJkB5uQixWXpGepHBEfvX7f3g4Wto1qD74B62bW31jPVzs3KVVJVwCeONGxmD05e3qjsZDq1UQ08D7zPc5YjS4WwlNCRUlC38fy2EL4wbN2zZqRX2GzwuD\/rYfrRo36Jzvy4KSgp52XmIBqEQoqiiaNnCysXRec2s1cd3HGvTtU2wb\/D2ZdtC\/EPx7jRpYiorJ7v0vyXPHJ6hHzoafClG5sbG5g2Pbj+yeuaqOxfvfO0muqAFnUaHMdA8uOkARrl\/5R5ugIrdsJhMnBKkJqXuW7vH081T21C359BeuGHg2aKCIhl52S4Dutp3amnSxAT8nlbWZ8XmJP9nEcCDHo\/7QYMGYZ+GR626ujoVA4Nz9fX1ERLDaxJMGqEUhCgQk+jWrRuiFwgzS0lJIQ8FvEERmYACXhIg2V26dNHS0qKUbWxsftJauoiUjKi0nKiUXGF2ps\/d0wghg5AxWSwQLHTFZLPF5ZVFpGSFxCWFxaWk1XRAl4tyskRlFeS0DZoOmSYiIQ214vw8xIODn96iJNbHDYWUaFrY56Umup3catShL1NICIVFudlsUXEJeRUxWUUxOcWCzFTcdCKStLa+iAAAEABJREFUAjNEpOXA5KADYbDwHmKwhITz0pIlldXF5ZQkFNVKi4q4pSWoRbm8jhFbRIxWez\/gXiA6q1atAi3DuxxR\/507dw4ePBiEGGR69erVSPGChGsuXry4cePG2bNn4wV569YtELv169fv379f9Ve\/yYHBFhKTUZBS1uBxSvl8GostLK9jxOdyGQyWhIKquKyipIpGVkJ0SUG+nJYBqqSVtWh0Og0\/eDZV+NWFzJhwKSUNUWk5JovNEhKh0xksYRFo1WthsVhsNptOL5svjQbSyWDUAiuoiCGdTkdkEelXhbCzvITFYsFO6ODVgEKcI4FpycnJIQ9BIWqR+XHhlxY\/uXQMG7xaFARTyw1GUDYiIuLOnTuLFi0C8S0v\/9kMoABXBlBUQ2TwMPxZcKi2v5nCZZCKncA2SHkJbIMCUqowKSkJeyc8ySkFlFe8AajCWkmrWh7VZhA\/syhr+qLpUVFRH3w\/XLl95fz1841tGxdzKgkfVm0DcBQVF1XVVO3Sv4uImOD5JSQspKSm1LJTSxVN1dZd2159eR094JB98IQhh24e2XFm5\/JdK1p2bHnh6aW9l\/a16doWDwyc4J9+dHbPpX37ruxfe2Cdho6GXceWDt4Ph04avnTbMjSXkJZcsm3pkTvHNh\/fOnzKcE09LWSaNLNA1fmnF9v1bI\/D\/VX7VoMFLt+54sjtY5uObxny31BtA52tp7abW5lDbcPRTcOmjLBsYbXtzI5FW5a069GuSbMm8krybCHBexEkElXKasrCIv+fg6K3WpESbqmWiY7jM0dscm453Lr\/5P6ydcvSCwSfBf+\/9sBN8A5w7tC7g5SsFPTZQmxQ5ObtmmsZaLXoYP\/I9zEK4Tsw1IM3Du84u2vFnpXA5OKzy\/suH+g2oBu7zK1nHp\/D5e6Le4CwfkMDm9a2dz3u9xnZb\/PxLWiOUPSs1bMP3z665cS2ifMnqmiorty7GnsqVJ17egFkV1FVcdHWxf3HDJi7bh7cBLVxc8araqqtObCuRXs7qMFN4+dNBKvedmrHsh0rOvbpZGFroaCsAMNQq2OoY2VnpaqhKiIquNNQQqRaEejVq9ejR49w83zvEY9y6vFKmYFLKFN5pMijBJlywSUKqUvkqcyvpHR6aVF+iLODvn0XaVXt0sICkKsv+xFQEIzFEhZVNmrM43B0m3Uw6zZcTE4QVBaTVbAZNrP1zPWUNO41urytrIaevK5Ror+naZchVKGCrnFBVmp6VFBWQlRKqK+qiSVVjhT9I6VESEySJSySER1s0LJL7Hu3zPiI5CBvCQUlYUkBTad0ajdFsBDRo0aNGoExw3LwGysrK\/BgvMINDQ2bNm2KWoqxgSVj24NLxDvBofEeRVvEnFD7a1NIjwjye3gp8MkNCUU1BvNjaAZbGh6PkxrhD2BjPF30mndgi4rG+77NTootzE3HLojBZAqJigPJuPeuWbHhfB5Pz65jtKdzdmIMp7gIOxAmi51aGx8T\/zUQ\/u5WiJWCNP\/OHOls4Y5DJwbW6g9iBNQUQHOxIhAg0NDQAHHEjpEq\/3dSPCK2bNmCcEkdnHKtkGZaEacoIj3qRZiLc9jL9\/EfPiT4xWbHl\/I41QoQjt3FJMpiLXQaaDTYtqS0hIycDAbFGxQBUWSqEEkpSTSpQoGqkpSWxEBU\/ttURFSExWZ9W173S3h8Xmp+qkes1\/NQZ89Yb3gtMCU4r7iSv3T6m3MBRKC\/WDPoR0gEZEAMl7LysvARSiRlJJFWIRKSEh+9XIUSjQZ3V+FNjFvx0zVV9vQXVgbVjZ\/o6Oi8vLw\/YssvdBIbG4tz0nLvMlhsCUVVYXHBlk9SSU1GTUfXtt3bC3sT\/N6JSsnlpScJS0hLq2pDH7FnCQVlBpOFEgW9hsbt+hblZF6Z0evuyrFFOVlQwL0NgiskIkYJky2EQuiLyykJiUk07jWq5aQV4rKKEHSlqGdi0Lzzsz3Lrs3up2nVUtOylYSiqpCEwAxkJOSVxWTkxeWU2SKipl2H+Nw+m+TvLamgen3OgGhPF337biKSskLikjLqerRq\/iktLY2Li\/sFnP9sk\/DwcNwzX821pDAPZwJJgV6Ne48WlVGQ0RCgIaOmY9Cii+flQwBWvUmLhh0HGrTsFu3x4sG6ycV5OYCUJSyq16JTVnzky2MbBd6RVzJs3UtWU\/\/a3P43Fw\/Nio+w6D\/B5ciGr8aq+cvwpIw6LtkFRYmZuXXcyLyc7Jr33bcjYn9obm6O4zLsLRE18PPzW7JkCQrzikrqIIAxaVmFxaV10LDcbMGT9lt4\/0gJ44\/0Uk876dS38\/DJI9hC7Hpq\/z9idsvOrUZOHQk2\/I\/Mt9aniQN0IidPnkxN\/fzXesXlldvN2mjYuge802HuVvDa5qPmjzz+rMfqY4P33VVtaNWgTa++Wy6g1qz78Jb\/rRCVljNq23vgrpvKDZsM3Hl91MkX\/bZcQiEUKhUxOaXmo+frNmuvZdmq+Zj5TCHhZiNmm3QZzGCzrYdNH3Hs6ejTLu1nbZbV0G07c2OD1j3RSYe5W+3\/W241eKrdxCW4NO8+fNiRhx0WbO+1\/vToMy8H772j26wdg8nUt+sy5MA9KFSrZGVlnT17ttZvm61btyJW+NVM1c1shuy\/N+q0C3AzsO869KADFBgsllmP4UMPPxp9+mWPlUdEpWUbdugHhw7ac3v4YUdASmcwtCxbDjv0aNDuW0P234d3RCVleq49MfbsqwE7rquaWFkPmTbq5HN0VYvC4\/O333ap4+IRHn\/dzbeOGxn43rMW\/UgNjUhz9+7dra2tBw8efO7cuWnTppV\/OCEgLoUCsE6lxx6\/jUzJqFMmUcb4e72lIK2O9J8mzQgJi0uK0en06kCW9PmnEPgYe2YQN\/0pRP9PPzfJz82bq1atUldXrwIpOoPBEhKmMxhMthCdXtXNyWCxWSKi0Kyit6qr2CKiQmISVeugli0ijhQDCYmKwyrka0wUy74\/u1pvHBxSz5o168SJE1WMcuTIEZxrl88aXlFq0Ei3eUeWEI74KvnwGzwoJCYArawJnSUswmR9EUMBjJCyWkFCp8PdwvC54IJG+xGnUJrVlDLo9EOT+9RxaW+uP6N7izpuZNNW7arJRz\/eLYLKw4YN27lz5\/DhwxUUFCo2tDHQqIMArhvWyURTuQ4aZtv249e\/VMTwT+X\/adL8PRB5PF5USGRm+g99YPd7nZDyX0MgJzPH\/YV7fHQ8mhfmF8ZFxiFFvgrh8\/gxETGerp75uflVqP2xKj4tJjzGw9UjN6f8b0n8sb5JRwQBgkClCAQFBZ0\/fz4hoapveUOtk5PT5+Z0upaFvVnXoZ9LSI4gUFcRmD17drdu3WRkZOqqgcQuAQJ\/FWkGc5o5ZPrFwxeKCooEk\/vV\/4sLi9fMWu109+n3OigtKeVxBV8E8T2FHyzncrilpZV8yd0PNq\/7agX5BdMGTlk3Z214UDisTUtOWzhuwfzRc0uKBb\/Uj5JvJSkh6eLh8\/5e\/nw+PyQgZO\/aPaEBId+qVSzBJue9u\/e1k1fSU9KocpS4Pn2FoSGzh8+8dOQit5RLVf1+yqfxvV57XT91LT0p\/fd7Iz0QBP41BCIjI+fNm7d58+bevXvPnTs3MTExJiZm5cqVKBkyZEhqauqCBQu6du2K4+nQsj+Qhghcz549Dxw4kJKS8vr160WLFuHhkJaWtnHjRm9v76dPnyIy179\/f0Sg0e29e\/ci3B6nR398aAjC\/MIi\/xrCvzFf0pQgQBCoCoG\/ijQ\/d3ju5+X3+rlbTGRMVZP+f3XCwsKzVs6ya29fqaLDNQfwsKiwqEprf7wwLip2XPcxLxxq+VNxP27wL2hiVxDoE+jp6uHn6Yvm71698\/fyC\/YL5nK\/S2E5pZysjKyiwiI6na5noDt25hgdA120rVoKCwqzM7O5nI\/d4p2KTlDS1L4Zg8E6ve+U\/3v\/qnv4qVpqOA6nen919adMIsr\/AgI8Lic\/LSk9OoSSgqz0D\/fPvb20\/8\/OPTcl3vXE5uK87D\/bbXlvWVlZz549k5KS+u+\/\/168eHH9+nWUgPt6enqi5O7du+\/evUMGtPha2c+RI0csLCzw0EAJYsloiwVeUFDw6tWrt2\/fHjx40MDAYO\/evZaWltbW1vn5+eqNmkmrapUP90cyaZFBTrsW0fj8P9JbtXaC55KPj4+Liwu2H\/wfMDgjIyM+Ph7wfmVVUlKSo6MjNipUeWFh4Zs3bzw8PHBZXFz84cMHjFJU9DE+lZ6ejtrs7P9\/z+Tm5rq7u0MZnkJX\/1fgcQilVlJSgkHRFnOkSspTbL0ePXqEKVMlsNbd3R13FC4pa2EwMriE4EbCnZOTk4N8fZSAgACsAnjt\/\/oXOGBj6e\/vD+i+nSlAg4sp0AAONAELQk7QhGcBta+vL8pxmZeXh+WGWwX5KiQoKAgLGXvg\/2sYRoEahqv0nklOTn78+DFSjAXLYQacjgx16efnB1MxNVwipW515GtG\/h7SDLLl6vSqVafWCTEJ4YFhcElBbsGI9sPWzVo7Y9C0OcNnebx8l5uVO7TN4PWz184eNnPG4GmuT10RM0bDy8cuj+o0AlXbl25LiI4HY9u6dOszh2dgtLOGztwwd\/3wdkOX\/7e0tKQkPjrO+cHz8MDw9XPWJkQnoHzzwk3TBkyd1GfijVPXEEYd1HLA62duuGOCfINWTFk+pPWgWUNnJMYk+rzxmdp\/8sZ568d2Hb1o7IKSouKrJ67C1FN7Tro\/f\/3\/nV1vNegMemlJabBvsOBzF89fgwoLpsKnRYZErpu9BpjDEfFR8eC4W5dsGdNl1Ln9Z3KyBM8yYIj49JFtR8KCwt66vJ0xePoAu36IUgf7Bj2+9Xj6wKm4XDJhUXb6dx\/TYmJiFrZNWrRrjhFxepAYm7hl0eZhbYdMHTA51C8UhZlpGQc3HhzWbujIjsOf3H4MO88fPI88dHav3JWckJyfm49baO3MNQvHLHh2\/9mze06wcNaQGV5ugjcHeiDy7yDALS0uzErPz0gpLczn83iF2Rn5VJ7PL8rNujq7X7zfW2Q+6hQVABkel1uYk5Gfngwpzsvm83hQQL4gM41TXMTllKKT4rycgszUwpxMTongOzdLiwqK87\/7sR8w5qe7Ft5YMMRx62xIUsC77PiozJgw9IZO8jNSuGWdUD3jsqQgD0PcWjwiMdCrpCC3ODcbBmB0Pp9flJMJS2Att7QEUpCZCguRogkenjyuYEMoUMvNQj9oyOOUoi2aIEU5ZvezApK0YcOG0aNHgyijbY8ePTp37tylSxfqV\/dYLBaCze3atQMbQHnfvn1xVO3j4\/PkyRNcrl27dsKECUpKShga5qE5lQkKCkLDIUOGqKura2hoQAFVwhLSLCERZCB8LhcIYAqYWnF+DuAtyhH8Zj3QxiWmCfzz05OBBo\/L5XE5yBTlZudnpCIDHf9HV95e3JeTHMdDLYeDNNT5\/uvT2zJiwwAX+q9rgu0HgkD7RxUAABAASURBVO5jx45ds2YNAMQOBPwyOzsb\/AOMBzQRSF65cgUcF5YXFxffvn0bmI8ZMwZVKCmX58+fz58\/\/9ixY7a2tmfOnEHzqVOnjhs3Dl6DB\/fs2bNq1SqMghIQUDgUhwOrV6+eNGlSbGxseSdfZeAysB94Fj3PmTOnffv2wcHB8GZmZib6h5EwftiwYeBAlDG5ubm7d++2srLCAQK6gsL69esHDx6MCcLj3AqRFycnJ+gcP368RYsW586dA92HJePHj+\/evTumhk5gLcxGCUDA1BYuXLhixQrMCLwTPdcjASaDBg0CCFu2bMFBzcmTJ8FuUQgA4VNkDh48ePToUbBhTAqI7dq1Cx4HXJMnTy4oEDyUUE4J2C3OeaBsZ2eHYxxABPDhHSijH+xC4dCRI0di3Tk6Os6YMQNOHzRoUEjIxzMcqpPyFKwa90O\/fv127NjRp08fNMd6RyF8gTsEHeIuQmFcXBxuAxywY1wcHy1fvhwjfuWFly9fwkFQaNq0KezfunXrgLIfzBp3LCaIVhMnToRDcawEw44cOYLbEky63Jhqzfw9pPnN89eFeQWd+3fR1tfGYX1mWiaPz0uMS0yIjW\/VpXVJccm9y\/dyc3LAhCJCI1t2asVise9fuZeZnunt5nV670nbNs1HTx\/9wcPH8ZZjYWFhSmJKfm4uMiH+wUIiQtZ21m9evgn0CVJUUWrUtLGCssK42ePEpcST4pNA\/qzsrfLz8p\/cedKinV1BfsHzB88KCwqdH7xIS0kbNG5wZGjUtVNXS0qKw4PDS0s5Fs0tA3wCPnj4tu\/RXlxSvPvA7ubWgu9yrlY312LnYK5N7ZtGh0e\/ePA8JzMbeRhTXFTs6uQaEx7Td0Q\/QH3h8PlQv5C3zm869OpoZmXOYHy8LYtLitNT0lMSkq+euIzC1XvXjJ8zES7Q0tMaPnlE\/9EDvV57vXN9hw4rlcyMzBtnrt84e8PG3qZhk4Yer94FvA\/oNrB7UWHxlROX8LB+\/+a9i+OLnoN7Lty02NTSzPOVx+VjF1t1bjN04tB3r94+vfMEW1vcQrFRMS07t1LVUHW4el9OQW7SoslCwpX8UlGlNpDCvwMBMOagZ7fvrBjjuGV2uJtjUW6W67GNd1eMdTu1rSAj5c25XRFujq9PbnXauej+mv\/urRj79sIeHqc0KcjLYc2ke6vGnxnb6s35PVlJUfdXTbi9bNTdFWN8Hc7Hf3h9bU4\/lyNrH26Y5rBucvDzO3w+z+PKQa8bRwEaGFtGTGhqmB8l2QnRKITQ6QyrAf\/12XC274ZzWlZtUMIpLPC5cwrj3l0+5v2dUzwuJ9rTBYM+3Dg9yOmmy+E1YS7335zd5Xvv\/OPtcxzBtrfMzEqMurdy\/B1YsnxMmOujGE\/nM2NauZ\/bdXfleNcTmzOiguI\/uIN5gyw6rJt8f\/UEr5vHYn1eP9ow3XHzzLcX95aW\/Z08DP1TIiQk1LFjx+HDhyMwzOfzIyMj8VIHYZKQ+OJ3HMXFxfHgpURUVJRb9oP3PZqwWCw2m40XJ17GIFgcDgePBdTjErXIoPYrkxIDPW8vHg40ri8Y7HxwFQLzmA50ot4+czm0Jis+0vvmsQfrp9xfNzk5+H1mbLjD2kmvjq57uHHq3RXjwl499Lx62Of2qbcX9gKTGO+XuSnx7y7t\/3Dv3N1lowEvj\/fxaAsd1hHZt28feAl4p6Oj48CBA8F6w8LCwCDBh0A+jh49evbs2b1794KLwODS0lJdXV1wUDk5OVxWlDZt2pw\/fx6HAMi4uroiIgiQL1++jD3M\/fv3QXRu3bqFTU502fdCQgfMDBwdrkSfFfupmOdyuYcOHcKIoGvg2bgNli1bBvPAZceOHQvKCwvv3r2L9NKlS2iIe6B169bgQ3Q6HZfh4eHYX4G6PXv2DBNEHoWUgPdfvHgRxxL29vZubm7u7u5oi0tEKx88eAAmB2vBtNBDfn4+ZS12a7jTqrCW6rmupadPn4Yv4BHMa+bMmXCQl5cXNiGgs9gmwbnw+OHDh+FfrAhpaeklS5Zg7osXL8Z25avJYtMCnIESdhroFuAcPHgQ2w8E7LHzwS4IDSkHmZubb968GVRYVlYWq69STHBvAPnXr187ODjgxoB5uMTOBDchkMdAcD1s27lzJ1yDlYs7BwZgFKxZOKVin3DimTNnMDXslrEFws4ZRBxO9\/DwwC5r1qxZ2OnhfktKSsItBMMwhKKi4vcMq9jzH8l\/ZCd\/pK9a7ITL4d48d5POoL9\/411UWPT+rQ+4Dm4aFovVrLVtr2G9jcyNE+MSSkpKaXSajX3TXkN7m1mZJSckQTnwQyBbSAhqjW2aaGhrgN6VVPjErbKacue+XZq3t8PTGRFQIWEhCSkJ6KtoqjFZTPzYd7Bv1729spoyeFXX\/l0UlBUL8grAxaPConhcbnJCinEjYwZTgDP4Fohyq86thUVFsjKyZBVk0VxOSV5c8ot3Ri3CWB1Ds4XYhqZGJcXFD2880DPSk5IT\/LWFvJy8sIBQLo+Xmpyqb2wAJP29\/eUU5aztm1rYWgLhipZgW5KalAoHmVmZg\/uKSYilJqf4evklxiTw+fy87NyKyl\/kcZRKpxfmF5hZm0Mz0CcQHslIzdDQ1hAWEcY94\/PWBxTcplUz7FvUtNRgg4iYiE3Lpk1sLVQ0VCJDI6HDYrOat23Rc2hPvCDhNVhoYmEKS74YiFz87QjkpiZGujvp2XbotvygXvOOQmISpt2HaVu3jvZ0yU6KNe7Qn85g2oyYxeNxRKXlDFp2C3K6XZyfG+byQERKpv3crQr6pirGTSLdnuSlJXVeuKthxwFx790yokPzUhNVjS1bT1sro6od994VpC3W86W2VSvAySkqSAr0jvF6RUlqeAAKIbiToz2d39884XP3NC4hGbFh4a6OqiZWurYd3M\/uLMhIjXj1SFHfpOuy\/cYd+pn3HCUsId1y8gpNq5YFGWnSKlqtp6wJenKdzmR2WrRbw8Iuyv1pbkpiflqyScf+TfqMS4sISI8KyU9P4XN5wc9ucYuKoGY9eGphZlpquL\/lwMkW\/Sayf+lTwng72tjYUH+yAbPYv3\/\/xo0b8SJEoAuzKBeQJJAevFxB+\/A6RzgNLAEkAG9NUGcdHR2Qb7wpL1y4ABpnZmamoKAAvoWQ27179zQ1NdXU1ABsQZbg1xv4PF7Ii3uSyhqdFu5SN29WWpCPOHpBpuCbBEuLCgqy0\/l8mkHL7laDp+SlxEe8fsItLUHoXaNx845ztxdkpmQnRquZ2xi27tFi3EI6nZGXmiQqq6BpYa\/brD18nRTgCYVys+tIBnhaWlqCvOLdZ2RklJaWBuoDwgSivGrVKpBdPT296dOnL1q0CAZDrXHjxioqKnQ6HZcVhU4XlCCsGBQUBHKDvY28vDw4k7m5ubCwcEJCAjY8GAvNpaSk4E3wGASwVVVVcVmxn4p5qEVERJiYmIiIiMCJ1tbWPj4+N2\/epNPpBw8enDx58tChQxFkQTh51KhRaKikpGRhYQEjkYeAWmFSGKJBgwaSkpLYdKGQEvSADBgVDG7Xrh2sVVBQgLWNGjWCtQi7YosFaylkYAYwuXHjBrpCP2hYjwTxVOAGkEEesBZKSkpw27958wbRdGw2ELuFg4YPH7548WIKE6QZGRlYQVhlwLziTFGFS\/gX+xaE8+EUZWVlY2NjYBIVFYVagPbu3TtUYXcBJg0uDo98u79CJxD0g8UIms5gMHDmgxS8GRwaCxn7HIT8YXa\/fv2WLl0qKioKS3Dp4uICoo8Fi1sLPZQLhkY+NDQUt0fLli1xCR1DQ0PMGk7HJQ4iPD09GzZsCGOwAQOlhrvBm9GqBkRA5qhh6nUaGhAK6TeqP2KQNq2bCQmzEWzmlHJ4fAEtiwiOSE5IVtfWgKtofFpaSlpkaGRCTIKqhhr8p6qpyuVwokIiE+OSwIrkleSxMsvRQJ7JZMBPn0vYLFDA7IwsHpdHo9NACul0Gp1OZ7FZdIbgB5oYSFxCHORbTUt1wOiBlrZWKGTih8WEJh0XNBqlDHoNNdpf\/aOsrqxrqIddhLm14BGGuQIrSSnJ0pISJVWlPsP7NLW3kZKVzs3JC\/YN8nb3yv2SB4uJiwLkIN+gxNjEjNSM2IhYhyv3k+ISQLLpdHp2ZjY6rFSggM5btLNDpB9BZSkZKUT6Udh9UA\/bNi3QVkpaMjM9Izw4HKQ8JzMHvLmkuDQ6LBoDYYOkqKwId9JpdLaQ4O\/RiIqJsYXY4UHhIX7BH976VDoiKfxbESjKzuQUFSo3aCIiKSMkJhnn4+b\/8FJRbiaNxueWlrBFBV9bxmCx89NSuJwSHpejadGCx+WKySrkpSXFer1isthomBrqr2RorqBnoqhvAj5XlJPFYLJMOg+U126gZdUqOzHm\/e1Tksoa8jpGNPzgBmUwoUAJnfn5WS2pqK6gb6qgawItSGFWOgh6cV42g8HQb96pKDcrPz1Z2bCxuKySkKiEkJgEjU4XlpBisYXoDKaOTTs5bcOUYF8lAzMF3YZKBqaFmFpxIaoUDcylVTWZbGFOyccPqiYFeCsamsmq67FFxDQt7XVbdHQ\/u8Pr2mFMGeP+jtDpdJAbvCwRJGvdujVeigggIUWfuMSRurCwcO\/evUGgEW1CvApcCm\/Z\/\/77D2FCvGjx+sTRLU7k27ZtO2XKFFA3sAe89U1NTYcOHSr45DE2zOiLxs+MCcdM5TQNhMUk6AwBhkBeUFP2f0Z0MALJaRGBIpIyxfk5gjI6Q067gbSatriccmlhPktIGHMHjDQ6HbUMBoMlLALRtmotqazp\/\/AyCuuUiIuL5+bmUibh4F5ISMjb2xtsBsjgZQfc2Gw2WJGEhASlU0WK0CNOybt164Z9DrpFnBgBQmxUELBEt2DJoM7gZ+iTTqeDkwF5UJn3799X0aewsDB2PpQCukK3IPSgtuB\/yFNdgezCVEqnYoq2MB6TQg8IK35FksD8YC3IGU4z0BWshZ0YAimsBUtOSUkZMWIENYS9vf2QIUNAJT98+FBxiLqfBzKgjJSduOdxQwYFBWEjhN0F7n\/MDijBuXAxpYObAZsZBHexD0EVVViegpiCXmOVQdAVUAW2QFhBQQFbFOwr0tPTARo6xH4Dqw+c9cWLF+XNK2YwOtCmSoA5Mrh\/1NXVsWwxLgyDAlYxusLdghsJkWb4HeMmJSXhbAT6FSUiIgL0GvcewttwH0zCFGAenI48zjqggPsNDxBsEhBxh3MfPnxYsYfqywseItXXe431\/PTuE4tmFr2G9QYfGjBmYMPGJs6PXgBiPo8fFhB2bPuRuKhYu\/Z2ILIwCazo6PYjoQEhtm2aS8tJ27axte\/Y8ub5m4c2HxATF2vbra1I2V\/khmaloq2vI6sge2Tr4cS4RIGC4Fkq+JdG+5yDQvueHSQkJe5dvnvu0Nl3Lyv5qm3UImb58PqD189fY4XT\/t4fWXnZdj3b9x89oGHjhiwWExOVlJbb1nbMAAAQAElEQVRs26MdWOmjGw\/PHTr3+rmbtb21ipryzbM3fN6+5\/F49M9Y0nQa6Hbq0xn+Wjt7ze5VO9NT0pTVVaJCo9JTMxC6fvX0JbY66PNbodPo8PjQ\/4bR6fTLRy8amxtr62s73Xt6\/tDZV09cEN5u1aWNmpb6+YNn185a7fbMza6DPcLM105fPbLtiKy8XJtubdlCn7+0VUNXo3m7FgHv\/fet24tdE4aj05EQqXMIVIdBwlLSTDY7PSoYhLKkIP\/d5YMsIRHlBo35PB6NzxeRkKbT6cU5mSCdwuLShq162I6cIyolo2nVqiQvl8fj2gyboWpipWJikRrun5eWmJUQzWCxRKQ+frcUncFQ0DFisoUCHl7RbtoGLI1Go7GEROR1jZWNm1Aiq6GPQggGUtQ30bVpp920NXpGiZickrCYpJSKVsNOA5uPWSAqIy8qK58WGVhSkFdaVCgiKcPn8\/LTkmgVflQaWqRFBsES7EFFZeRZIqI06ge90xlUFqmSkXlqmH9+RgpYMp\/LbTp0RrORcwMfX08J9UPt7wjGAb8BY8axsoyMDF7S\/fv3xysQfUpLS+N1OGvWLLzmQaOlpKTGjRuH4Cj4GWg0ShBOmzt3Ls5kISBbTZo0QZBy0qRJeAGjK4TK5HQaiMkqoCsajS4sKZ0Q4IFNTnKID6e4UFRKNj8zLSMmNDMmjFtSHPDkRk5SrEGr7nwenwZX0ir8wCtwuYhYYXY6p6SQqqAzWWxRcWxLUNmgbS+f26ep8rqTIpiH6CAYJNgSSCG4cosWLRCxi4mJAVNhMplgMPHx8XzE2L8xGqQHVVRxamrq4sWLtbS00CEeyAjKIu6IThD+Z7FY4CjXr19HBBqsCPqIOmPf0rx585KSEkR5UVKpYPSWLVsi4guehP4RaETnCDwjeopLvK9BqtA5mFmlzUGmQewwNTQELdPV1QVrpzTRHIwZJeBYeJniJgHbi42NRXwUHUINpLlDhw6YBSYOZGBts2bNMCIsp3qoLyn2kNiZBAQEgERiO6SiotKqVStwX5BITByzA6tOTk6GIzAjoPT48eMnZb8VQC0uuBhooAoCJy5YsEBPT69Xr15YOPAyaO6LFy\/QCc4okLl79y72SxgCiOFGwkDAH1BDAc2\/EmxfAwMDsQUCqtiKgLVjf4sbBrahZ9gG5+LcA5QXDWEedED0R44cCXaOwDbScuoMtZUrVyLsjQUOko07NiQk5NWrV+gZFPnNmzcXL15E59ra2jAM6x1Dg5EnJiZWahiG+7Py+fn4Z\/ut4d5GTR89f9NCeBTjSkiKz1gxc\/PxrSBMWKVWdlYLNy3ecmJrqy6tWWwWjU5r1LTxgg0LodCpbychYSFJGalZq2ZtPbFt2Y4VK3avbNjEREJK4tKLy8Mmj2jbrd3WU9sbmBlZ2Fqcd7rYtGVT9N+wScPV+9Yu3bZMx0DngtMlMHUNHc3lu1b2HNITHGv7mR0LNi3CQoXy2kPrl25fvnjrkjGzxza2abLn8j4rO2uTJiaHbh6x72gvLSc9d+289Yc2gu4zGUz0\/PcJNgZH7xw3b2pubWc9YupIRVWl4VNGnHpwRkxCrHHTxqv2rgZui7YsnrRwsoaOxoo9qzYd3bJk27IT90916N2RTqdb2FruvrS3edsWvYf32Xdp3+zVc2asnGXR3HLi\/P\/WH944fu74Tce3LNu+XEZepufQXhuPbtbU\/\/gr80wms32PDqjVa6gPsnv41tG1B9e36GC3dMey1fvWLNy8ePLiqehfz1hv+Y7l6w6uR0nLzi2lZKVmr5m7+diWlbtXLdu53MDEAPafe3qh3+gBcA1ulUHjB28\/vXPlrtUr967eeGSTtoEOyon8CwhIKWmAznpcPXR6pN3dlWOVDM38Hlz8cPcsp7AgOylGWEKqQZueTrsWI2ob6\/3q6uy+DzfN5PG42YnRqeH+b8\/tfn1qW3LohwYte7DYwmfGtH51bIOysYW0quDPbtPKfqRUtZQbNJZUUlMyMGMwWShjCYso6ZuomlhRIqf5kTTzebzn+5Yf6W9+pJ952MsH0ESVtnVrzyuHrszo9XTPYlFpeb0WnUNfPjg9yu7W4mHC4pKajZs7rJkc+PQmlCkx6TgwPzURlvjeP6dl3UpE8iN9F9TSkQj+xz8NOw1E\/PXs2NZXZvb2uXfGcfNM54OrFA1M5bUMUfvLYmRkdPr0abyMEUPCMvy2HxSy2WzqeY5a6hKZckHD8jwy0IQg85XQGXSD1t2j3zk\/WD8tMzYCwGpZt2awWVdn9Q1xuY\/djoKuUWKg170V45gsVk5SXHH+F8dWLCFhFeMmcd5ujzbOBA7onMliKxmapYUFPNo4Q9uyZUGm4EMgKK870rNnz2HDhmFDYm9vD6qB6CD2HlpaWrgEt3j8+HGbNm127tw5derUijYDYVyC8cydOxcZCDSdnZ3PnTsHrjlnzhywTHhtwoQJ06ZNAz0FYwYVQzkYOYgRYpmNGjVCLRgYTvPRvFKBj4YMGQL2hmAwGBio7fTp00GMwNRtbW1hM\/gc9kVjxozZsmVLxR4o8zALqK1fv37s2LGzZs0CG5s\/fz6lBnIMJn327FlYu2DBAuyjGjRoADX0j+OImzdvYjpoAmsx1qVLl2AtkIEONKke6mb6rVXYqAB\/0Fw7OzvMGnMEXNh4YDcCF8NfgOjGjRs4fuHz+djnYLIIweISWxqEqL28vBYtWkR1i3KAdubMGYB25MgRHN3gSGf8+PGLFy+GwoULFxzLfv8PoB0\/fhxstW\/fvgjhQ5lyB3QqChwKqOE+6J8\/f3706NGwDa1wv8GkgwcPWltbP3v2DJaAH4PZd+nS5cSJE7hdse\/C0IiXl9+TUHv+\/Dk6wX0Cd2OmW7duRYdwmYiICAzGvQfXo3z\/\/v1g3thIYEOIrio1rKKRfyT\/l5BmKRkpBC8\/IkKnIy+vJE9n0IVFhUGdVTRUVDRUhYSFwJgBuriEmLK6spqWmrCIMNVEXFJCXUddx1BHWk4GfItOpyuqKIE6I+SM03y2EBttFVUUKX0QYgVlBYQ\/cYlCBKcRs5SRkwERREM5BTlpWcHHdkHQEWFFKFRdSx0l6EFeUR4pekNzEVERPEHAm7UNtMHVYBhlyV+WwgWYLN5wQIOaMqBGCYACaEBbt4GuhrYGWC\/QAHRq2moI0kNBVEwUUAAuCjRAraCiaGRuBMCRh2vUtNSAOQSOgMvgBTSEa9CKEvgOJXj1Yix0Iq8kAB+OANPV1NVEFdQwqJSsNFUiLiE4YUfP6joacAo00S3sx4hUFfRhFe4TJXUl1KIHTAqFRP4FBJhsoUY9R42\/6D76nOuA7Vda\/rfiv+s+g\/fdG332lUmngajts+n86LMv+227NPac29gzroN23WQJieg37zTNIXTIwQeyWgbhrx6xRMWGH308\/tK7MWddmw6ZpmvbYfJtfwZLcJrB45SWFuVrN2srqaLxGU\/cu5+ERhcQWUlljd4bz855ljD9QTjEpNPAlpNWdFt5uNmoORMuvRt90rn\/lksMJtPArsvYs6\/GXnQfuOsGW0Ss79ZLI44\/sRu\/eNCeWzpNBb87iFGGH3cSWHLmVcP2\/Rq06TXvpeCTvqoNLftuvmA7au74S2\/F5ZWklTVHHH0y4arXkAP37MYtHrDzxuD9d\/tvvyosKXjEfbbzJ3OIOYGECQkJ\/WS7X1CnN2jVfer94DFnXxl37A+opZTUJ13zgY\/GnH7Zb+tlTGrCZQ\/MceDuWz3WHNdsYj\/i2BMlQ8FvZg\/cdd1m+Ex9uy7Djz3ptf4UvD\/rieCbTLUsWw498qj3prPwJo8n+I6RXzCr+pogLLdu3TrEIEEs7ty5A0ohJyf3+PFjkBJwEXBWnGUjAn3o0KFyGyZOnAhqJSsrC5plaPhxO4S4PiKRmZmZILIgo2BLoC9ubm4IA4Mrg5wVFRVBAbUgymAzCEyCwx09ehSX5T1\/m9HQ0Dh27BjouLu7+6lTp2AbmOvLly8RbHZ0dMRdAXYF48uJHXrYtWvXhQsXkMHUcKQAG0CXlyxZgpJyaxGwRHiSsvbkyZMIT27atMnV1ZWyFvSr3FptbW0cSsBaDAcQcFKBfuqRYNUAHH9\/fwcHB7i1Xbt2cBw2LcAEqMK52DJh4sCWDhqjqIjtDWLSlKcQTsZMDQwMkEJAQzMyMijQ4FC0pbAFKcdpD6K55aCBocJH9+\/fx0BmZmZo+63gVYttSXBw8N27d0F5sQWCYfAFTgbQdunSpSD64OgYCPcSi8XCrYjh4AgMpKamhlA0dmVUtzh9wt4mKysLdxfuYRw0vX79Gj0vX74co6BPhJwR8EYtWD5mDR0MWsVujer2T6WMP9VRHexHXEL89MOz\/Ub3L7dNTFzs\/NOLQycNLy8hGYLAzyNAWvyjCDDZwmwhERoILJ0uJCYBesoSEmaUBYZpNJqwuBRSRIiFJCTpDMGj9d3lg67HN3nfOJadEK3RuDkTbel0EUlpIVHBDg3K5QKFnKRYzSZ2wmKStF\/6YYuJs8UlypuCILKFROl0gRlIhb7pFsbDElhb3qTSDCbCFhZlMATBbwaDISopW6laHS6kw34ALi6nJKmkDijoDIawhMBTlM1CYhJMthAKvwcFdh3lLqaaoEMmS8j\/4WUdm7ZUSV1LsS1RUlKCv8oNQwkIB3UJSgRGReUrpoi\/gh5VLPkqr6CggBjhV4XUJaowIpWvOsXQ4MoVbWAymegWKdUQZIvKVJqC+YEToxMEicvj4pVqKioqottKq37c2kqb13qhsLCwqqpqOWKwB\/4V+rQLBT4Vq1BbLpaWlrNnzy6\/\/CoD5NH2q0LqEi4DtaXyVaS4x9TV1cGJy3VgGKylLim6TOWRokpKSgquRN7U1BTEGplKBXeLpKQkpfmVAmzGTuyrwmq9FDxSq3WAWuwcEMspyiE6WG7DxxJxQRSzvJBkCAIEAYJAdSDQuNcow1bddW3bd1ywQ9e2A3jq90YRlZY17zFCzdT6ewqk\/DcRMOs6tNnIOUyWIK7\/m11RzVVNrNpMW0vl6236heEgTKCkXxTV4QtYCy5Vhw2si6bVWdDAp2Vl68eG\/G8mzZxSTnZGNpfz9Vdp4hAqPTndz9Pvq29p+N49npeT9+Hdh9QkwfHlVzolRSXer71TElIEfaakp6ekf6VALgkCBIF\/FgFRaTktq1Z6th2lVbW\/ilZ+hYmEoppe806i0vJflZPLP4UAW0RMSEyCRqf\/qQ4N7LsqN2j8p3oj\/RAECAL1AoG\/kzSDwj67\/2zzok0b5q\/fv35fXFRcRWegNsg36OLh8wkxCRXLv5dPiE04ve9UgPfH70mtqJabk3tsx1FfT18Q9Jtnb9w4fY331a9gV9T+8TzR\/IQAh8N5eP3BmpmrI0MiP5WRfwkCdQ6BrLjIgMfXvjILj5r89OSUMF\/q18i+qv3ZS\/RWkJWeGRfBKSn61JaPnnOSYlGC2vTokJzk+E9VH\/8tLSpMCf2Qo30XKwAAEABJREFUlyr4qh9uaWlGTGhGbNjHur\/+Hz4\/xvuVv+OVX5goj8tJ9PeI9Xb9hbY11oTH5087cqeOyzPf8AMPX9dxIz1ePqsxr\/3CQO\/C4uoggCsvPQmITa6Dhrm\/ePwLIP9gk7+TNIcFhF07eZVOow8YPcDAxJBZ9jVnFREpyM9Pik8qKRb83dqK5ZXmS4pKkmIT8\/Pyv63lcrkJMfH5uXlMJtO2dTPbNs3pdPq3aqTklxFIiktyfuTs\/OjFkztPfrkT0pAgUN0IFBfkZsVF0Pj8iNdPwl495JT9OWvvm8euzx3gtHOx69GNWfFRVdiQFhH44e7Z4rwvvr3hK\/1I9ycvD699sm3eu8sHSvJzUVtaWOhyaO3jbXOj3j57umP+q6Mbbi4cXJG756UlXp\/T7\/7q\/24tGRHgePX16W13l4+9Nquv6\/HNaF4TUqtj8Gm0pACvSLefe3S4n9mZFhnE5\/HyM9Ow56nVGfyfwek0+uyednVcjkzpu35YpzpupFEji\/+Dda1WG6sr1kEAl\/Zvc3724DpomEmTptXnrr+TNIPgIgbM5XCaNLPoNrCbqoZqZHDk6pmre1p1H9pmsK+H4PvMORzu7XO3hrcdunbmajwfM1Iz9q7d07953+kDp0aVBTWzM7N3r9o5suPwcwfO5ucKGHOwb\/DsoTPfOr8J+hC0cOx81yevyh3D4XCe3n36+M6TvOy8CT3GbV+2bcagaVCOCRO8KUuKSw5vOTy8\/dAVU1fMHDLd4cr98oYkUzUCEcEgIjQNHc0ntx2xRYFyWlLa\/vX74amB9v3hguKi4ivHr8Ct\/Wz7YKcEqO9dvodLoH3\/8j1cPr79eErfST0sum1euAmXXm5ei8cv7GHZbVKfiYUFH79+Fd0SIQhUgUB2UozT7sWR7k+hc3\/VBI+rhzyvHLw8o9eVmb3PT2ifEOCRmxSdGOwd+94NpNZhzX+3F4\/wdTj\/8sj6DvO2DNl\/r+2sjRLKas\/3LtvXVe\/ogMZe148W5mS8PLLuUO+G5yd1TIsKur964tOdC24uGJoeFYwhKhU9244dFuzQad4+PTK4pCAPOrHvX0W8fszjckNe3C\/Oze4wb1urqWvcTm5FHrUQn9unaHT68MOPDFv3cDm8NsHvbcd527uuOAz2nJvyxfkblP+IREREzJs3j88HX\/26v+zsbBcXl6SkpK8rvnMdEBAwcuTIjIyM79T\/UDGfy+GWlvB4nPe3Tx0bZLGvi67TroWlJUWxPq8vTulyuI\/pu0v7i\/Nzbs4fdKR\/I7fT217sW+F2asvVmb0fb52TGROSGR\/B5Za+ObcLnjrQ3fDVsY1Z8ZGourty3MmRzS9P7fFDRlSbEkI0hmoKRH4fAUlp2Wrz0h\/oWFJU+Pfn+O\/0ICVTDd785Ma\/kzQ3bNQQcV+vN94Teo579fhVVkbW3ct3okIj566ZO2\/9AmV1FUw\/KS6Rw+WaWpm9evrqw7sP3u7eHi\/f9R89oJTDuXD4Ah76Ib7BLx+\/bN+jvUFDA1yiSUlxcVJCUmF+IYhackJyQYXYMxTS0zIyUtN4fF5kaGTg+wADE4OU5NR3rzw4pZzo0OgH1xxadmxl0rhhYlxiXk4eeiPyfxHIy8719\/TTaaDTY1CPoqKi5\/edAObrF26uT18OnjBk0eYlOoa6YNWXj12062C\/bPtya\/umqUmp+9fttWnVzK6dHTB\/7+595dglHo+38cjmnkN6wXGOtx4lxiau2LVq3OwJQsJCNPJDEPgBBLilpYjalhQI4ruZiVEFiEFmprLYQvYTl4rKKgY+vl6Yk5WbGCeva6RhYWc1aHKXZftCXzgoGzVWb9SCzmBAYj1dwl469N54psX4ReGvHvrcOhXj6dJj9fHe689IKWsad+ivb9e564qDsmXfx\/z24t5HG2dQ8vrUtqLcLNhYUpj35uyO4Kc39Zt3FpWRz0tNeH1qq92EJQw2W1RShsspLchIKc7NLC3Mz01PpJX9pMeEajdtIywpo2piVZyXIyojL6GkqmVhxxIRzYwLp1XDD7\/sBx3n5OTExcUlJCTExsYWFBTcv3\/f1NT08OHDO3fudHFxmTNnzrVr10CgS0tLoQOqHR8fX1JSgoYpKSmRkZGoAl329fWFAtZ+YmIih\/Pr3++WFhEU6ny32cjZfbdeiHz9NNDxKkTRwGzYscdm3YexRcTsJ69sPmY+NkXSGjpisoo91hy3n7Q8PyO1MDM9KdAr1OV++7lbu606EuHmCK\/lpiTIaeh1W3YwIy4MBhMhCBAE\/h0EGH\/lVIVFhSctmjJp4WRJacn9G\/bePncLwWPL5lY2rW2t7a2VVJUwaxV1lT4j+rbv2YHJYiYnpvi89eFwuaDC0rLSHE4pnvy+nn5KasotOtg3b9dCQkoCTT4JKiGfrr75V1hEuE23tn1G9FNRU87OygFj83rtJSUj1aK9nZW9tZwC+V2fbyD7TgH84uv5IT0lHVF\/Op1++8LtrPQs33e+ug30wJLhSnUddbenr6RlZdp2awdsdRvoerp6cnlcnAzk5uZLSEmKSYrZtG6Wl5t37uDZpPhE+Nrc2pwtzD63\/0xsVGxRAYk0fwf6+lNcc5byaRXjp3QaXUpFU928maKucUHmxz9ywWQLsfH0kZAWlZLjckqklTXLzUsK8FJq0FjLoqVmYzsRSVmmkLCslsGbC7vDXz1CV0LikmwRcTEZeQZT8OVuus3am3YbSomeXWe2iJigHzpDVtNATtMg6NmNnOS4Z\/uWy2oZ8rmcouyMMqqn4HHlsOCzGXRQdEEnaMJkC3NKimE3r7RE8AVkmAKPxy0t4fN4DFa17BhBeV++fImhz58\/P3z48M2bN48ePfrOnTsgzQYGBuvXr9+0aVNycvKNGzdOnDhx5syZN2\/eTCj7kxkTJ050d3cHOZ48efLMmTNPnz6NPPoBk4YmGmZlZeHy1yQ7LlJYTErLopVGoxYqJlYRro8LszN0bdpJKarDUzlJsbHerimhvojfC8BjssTllETEP34tXXpEkKSShpYlHNdCTsswJcyfzqArGTVWMbZQ0DGmkZ9PCHC5XOyUij996BHue\/\/+PbZMqamV\/A79p0bk3\/qBALasubm5eXl52MR+a3FmZiZ8XWnVt8r1veTvJM252TkpiSmtOrcaMGYgwrrx0fEsNjsxNgGcGPQLoWK4jcVmsVhMwYuERqPT6aJiIjwuV05BrteQ3m27tafRaOC+iCXHhEUHfQgsLGNXbCGh0pLS+JgEBJLzcnKhU6ngkSosLESj02h0\/E\/Dj6yCLHoI8gl8\/9o7KyOzvBxVRL6HAI5Vg32D6QyGmqaakIiQha1lsF9wiF+wsIhQRlpGQmwCCDTIsYiYaGFBQUxETGZaJnwtKiZK49Pg1uZtbBFalpWT69y38\/g5E7CeLx+7FBUahb3T2Jnj5BTlT+46HvC+kl\/u\/J49pPxfRoDBZNJofDAtEKzSgvyKUNAZzI\/rnEYD5WWyhUoKcnmcUr3mHeI+uOckxvD5\/OL8HGFJ2cKcjKLcrMLcTC74tKq2zbCZ2k3bPtu9ODUykC0swiku5BR\/\/A2\/nKS4zJgwSjAiesOIDCbTuH0\/k86DclMSCjPTmCy2iLRc7Hu3\/PRkPpdnN2Fp02HTNBs1F5WWE5WRL8zJLC0qUNI3TQ7yLsrNSo0IEJdXwbhQTgz04vN48tpGtGr4KSoqAidGx3jFiouLz5gxw9zc\/MWLF4MGDWIymUuXLr1165aRkZGamtrs2bPBj+\/du6enp7d7925DQ0Nw66tXr6alpe3atWvWrFmqqqo8Hu\/69esonzRpkoIC9Zex0fdPi7CkNJfLKczJKM7LLsxOl1LVZLBYeenJ2D9wS4rfnN8d995NydBcSFScyRaGQwuyPu6CMJKotDyQLMrJLMrLgh\/FpOVQSAmdibuCypKUhvOBbdu2PX78GPcA4Hjy5Mnq1atfvnzp4+ODSyL\/F4G6rODt7Y3tLk6K9u\/f7+fnh4VZ0doPHz6sXbsWS75i4d+a\/ztJc2RI5MldJ3Ys2\/7g+oOGTUw69e3cslPL5Pikg5sO7Fq5Mzwo\/Ct3CgkJQUFdW+PtyzeP7zzyfu3JoNOtW1qLS0pcP33N49U7UC46jSavJI\/Ys9O9pzj0537zTXZf9Vnx0rKFZcNGDZ85OHm99gTtBu2rWEvylSKAJ6+nq0fbbm3HzBw7esaYCXMnsFisV09f2XdsibfvmX2nd63c4evha9\/RXktf+8aZ6ztX7nj5+GUjm0ZturYN9g16fNvR7ZlrbGTM7fO3Xj9343K5Ooa62Mw4P3wOR+Tm5OgZ6SuqKFU6NCkkCHyFgKiUrIyGnt\/DS64nNxdlf\/Mp20\/bY5aQiIKecazXK8+rh43a9VFpaPl054In2+Y6H1wtpaaJiK\/jppmuxzeJysgLiUuEujggAiqhqCYsKi6jrgs6+\/bC3rw0wUd+9Zp3MOs+jBJ9+y7ssj+GEuJ8D119uHtWQd9EQlG19bQ1TYdON+7QD23F5ZUCHl3xvnE8wPFqo96jucVFXteOJAZ46jXvWJCV7rhlVsTrJ416j5JUUnc\/t+vF\/hXmPUdgRrRq\/pGRkQEV1tDQKCgoaNGixfbt201NTY8cOfL+\/XssYUlJSRERkZiYGBMTE9BopMi\/ffsWGcSkRUVF2Ww2lu2pU6fk5OTAvH\/HWEV9E0kFVbdTWx9tmllaXGjadaiaWdPAJ9efbJvrdnobohjYmST4vi3Jz+NxSlSMG7ud2OL\/6ON3bqiaWiPq\/Hzvsqc7FtCZTPXGzX\/Hkr+1LV6ROCi4cOHCtWvXsO3BNEGhEGxOSkpC+JnP5zs4OMyZMwfEKzAwEAxszZo1CxcuRAaaROo+Ar6+vjgdwsL08PCAlxFaPnfuHBy6YsUKNze3\/Px8OBquRwmINVxf92f0yxYyfrllXW6I4\/u+o\/rZd2w5YurIuWvnWdhatO\/VYdmO5QNGD+g\/ZoCOoY5NS5ulO5brGes3bNxwx9ldFs0tjBs1nLN27rg5E\/qM6NdzWG88RvUa6C3YuHDq0umTF03Zfnpn83bNEYdeuGnRzFWzpyydtvXU9qatm8nKy24+vtW+U0u2EPu\/BZOgKSEpAeV2PTuoqKvMXDmrx+AeePRLy0q369525LTRIGrATUlFESmRqhEQERUZOW1Ux94d6QxsWGjqOho7z+0ePGFwE1sLeGH09DF9R\/c3MjfS1NOas2butKXT+ozoCz8qqihOWTJ1\/qaFvYb16TOij3EjY2Q69u383\/xJE+dNBL1u1aVN90E9Rs8Yu2jLYi19raptKKslCUGAJiQuaTVwcqvJKy36Tui39VKTPmMb9x1nM3wmjUZr3Hes3fjF+nZduq04RGcwjNr2tp+0Apfi8iptpq+1Hjpdz66zWbdhmo2ad1qwq1HvMdaDpzYfPV+1oZVBq24N2vbqs\/m8nHYDlYYWbWduNO7QT0RSGn3SGUwGk\/VRGB\/DmepmNgYtu4RjWq0AABAASURBVDXpN95+wlKQZgl5FUkFVc3GLTrM26Zt3VrXtr2ubYeOi3abdRkiLCUDA2Q19NFztxWHTLsMAcNu1GOkzbCZlgP+azl5hd34xTS6YFlhrOoWOl0w0NOnT3V0dPr06YOtLzi0kJBQVFQUk8ls0KABWFR8fHxAQAAYNrg1KHVcXFxJSQl4GBRmz579+vXrmzdv\/oKddDrdpOuQlpNXikjLNxs5p+mQ6eY9RnZeuFtR39Sk8+DWU1abdhuKvY3d2EWtpqxq0m9Cl6X7dZt3bD11jc2IWYDUcsBEq0GTxeWV0IPFgP8a9xrbdsZ6NbOmbaat1WxiR6PR2s3aiJQIEMjOzkYAsnv37gkJgk+xgyWjsKSkJDw8HCcPQUFBiESqqKi0b9++sLDw\/Pnz2A4pKSkhFA01IvUCATabLSoqilWpqanp7++\/YcMGPT294uLi06dPw+kZGRnY8fJ4vEOHDjk7O9eLGf2akX8naZaUljS1MG3TrU2jpo3UtNRYbJa4hLh+Q4NmbWzNrcylZKSk5WQMGhqgUEJKwqSJCUqgo6GjYdncEgxbz0iPRqOxhdi6DXQbWTfSaaAL7iUjL8tkMQUlTRuBdhuZG8nIyUAHVSDTDAZDS09LS18bOiDiCsoKwiLCUFNSVaIz6AiaHt56ePPCjY63HW3btjCxMEP\/RKpGAO9LAAhPUWpAGMBqG+gAWG0DbWt76yZNG8sqyKJcTUsNTBq+w0YFlzgQgJebtmxqZG4Mr8GbTe2bogSnBPCXura6RXPLxjaNNXU1oUx1TlKCQNUI0OkMCQUVbcuWYLcqDS2llDUgMuq6aIWMrKa+mKyikqE5LkWkZDXMmykamIKxSSqqaVnY67fopGZqLSwhLaeN\/XpbLatWUiqawhJSinommhb2SgZmdAaDLSKm0rCJinETlrAoOqlUpFW1dW07CJorazCYHz+1zBYVl9duICotL69jpN+is7qZjZCYBFtYVMWosaSSKp3BUNQz0bfvompsKSQuKamkpmPTDrMQk\/n1jzrQfv4HUCBg3KhRo549e6qpqXXu3LlLly6LFy+ePn06SlxdXZs0afLixYvevXuPGDFCTEzM0tLS3t4e5\/tYodCcOXPmmjVrEOv6+ZFpcIGclgEMkFRW17K017VtL69jxGAyRaVk1cyaajZpAfwlFFW1rVqpGDdRNbGUUlKXUtEESvCplIqWtJo2nc5AqmPdWqdZW1kNfbaImJwAcDkajSavY0SrTz\/VaCuiy9j2jBo1SkFBAY7jlP3WJqgzeDP48bNnzxQVFRGGbNq0KUrevXuHA\/3g4GBHR0fELKvRLNL1n0MAzHjLli3R0dE4O3r06BFOhCZPnjxkyJC8vDy4Enx6+fLlWKc4TcK+988NW+d6YtQ5i\/6QQXhK4oGLtGJ\/X11WrKLyUIBQ+Y8p\/eO\/5f98rVBe8f2MpJTkBadLR+8cP\/Xg9MJNC2XkZb6vS2p+CAGBF+iffUMv+6nYEgXll4L8Z10aLiHltSRDEPhRBOgVbqMq2lRUo+Pn82MWF5DyphXzNBo6h9Cq+IE+5HsKdMbngWh0dAUR6NLpn8vpdBRCBOXV8X\/btm1jYmLodPqiRYsuXryIIebPn3\/27Fmc7UZEROBs98SJE7q6uqhFYBInudbW1m\/evAkNDQWRatasmbS0tJOTE17MOPPFCxhvX5DsefPmgWP95ic0YAkNZtG\/mvunyy\/L6fRP5YJmZf\/TBT9lOZJ8jQDIMYgy4ovYAj1+\/PjOnTsIJ1dUwtkC4pTUGxnKOGfAvgjHDrgrhIWFK2qSfJ1FAAdBOC8aMGAAFVoWERGBQxHbQooAM\/a64uLi8LKEhAROk+rsLH7fsM8P09\/vi\/RQBQJsIbaqpqqUjFQlOqSIIEAQIAj87QjghYowZPkswY+pPMplZGRApKhLkFNErf7u9y41078mRVwZdOrkyZPx8fHIgCJ\/9WHl9u3bYyt15swZ7IVw7mpgYJCUlATWBb+DbP01OPzdE8nNzcWJQVRUlJycHA6FfHx8rl275uDgAD+CTxcXF8O5N2\/eDAoKwk74L4aCkOa\/2LlkagQBggBBoAYRIEP9kwiANFtYWLRq1QpxRzMzs3HjxuHIHhlEJVu3bo3z+kaNGs2ePdvd3R1BaHCvUaNGgWndvn3b1dX1nwSs\/k3a2Ni4TZs2oMhaWlpwZZcuXaZMmQIOnZKSMmjQoObNm3fr1g1HDc+fPx88eLCtrW39m+EPW1wLpNnD1fPAhv1EagCB+1fu\/\/CdUJUil8etAWv\/wSHyK\/x9nKocQOoIAgQBgkBdRQAnA6tXr1ZUVISBODFYsGBB9+7dQZeXL18+YsSItm3b4txg5MiRBw8e3LhxY69evVq0aLFly5YdO3YsXLgQTYjUfQTgMrhv165dixYtwnYIHp8+ffq+ffu2bt3aqVOnxo0br127dufOnSiZNm2ahETFv2tR9ydXmYXfL6sF0qympWbTyoZIDSDQwKzB913\/EzUMOqMGrP0Hh2ALsX\/CDUSVIEAQIAjUWwTYbDZC0ZT5yAsJCVF5ktZTBISFhSs6kU6ni4uL19O5\/LjZtUGaNVWbtrQhUgMINDD9M6QZi6EGrP0Hh6j4xPnxRfsva9bk3PECuDytx8GexkSqRuD0KLu6E1sSFhb2urCnaoP\/YG1N3pDfjsXj07b5FhP5fQS+xbZOlQRk835\/jv9OD9Xqu1ogzdU6H9I5QYAgQBD4IwhcuHAhKzEmKyGqTsndy2ef3b9Zp0wCSg8ePPgjmP9+JyNHjsxMSaxufA5u3xjs\/Qaj\/L7Bv9ODkqzE6aMHifw+Ak43zstKiv6OL3627Y\/rs5mMjMTY35\/jH+\/hxL7tO+eM+ePd\/n6HDy+dlJMS+3GEf0qzlkkzn88vKS4pl9KS0p+y\/ltlHpdXVFiUn5tf3md5prCgMDE24dsmtVWSm52bnpJW6eglJSXJCcmcUk5BXj4ylerUWiGfBjeVo4oMMP9NY+AyeKcgr4DH46ErDoeDEhof2aoEOvHR8VVpfKorLipOS64c6k8qH\/\/lcrjQhDEfr8k\/BIE\/gUBWVlZSUhJ1e\/9mf69fv\/bx8fnNTkjz30Tgxo0baWk\/9Ej5zYGqbu62cbL\/vjlEfh8B3z2zd4\/rUTXatVVrpK74btu035\/jH+\/h4ZJhTdhZf7zb3+\/Qb+\/s41P7VZO\/apk052XnPb375NGNh\/cu33O85fjqycuq55kQE5+alAqq\/T217Iysdy5vHa45BPsGvXjw\/Mntx3cv3X14\/YHzI2cvV48tizZ\/r+HPlkcER2RlZP1sq4r6Lx2dLx4WfI9pxUIqnxAVf2D9vsz0TC83z\/3r91GFdSQFo33zwv3pnSd3L955cO3BiwcvEuMSq7ANG4CwwDDQ1ip0PF+9e\/Xk1bP7TtjtQM3zlcf1k9cyUtOR\/1ayM7NjI2KxowjxC14zc\/W3Ct+WxEXG3Tp\/q4rbprxJdmb22X1nArz9y0tIhiDw+wjcuXNn165deXl5VXQVHx8fERGB9VWFDqkiCBAECAIEgVpEoJZJM41OQ\/QlPCj86Z3HmWkZyIMMuTxyvnriyhtnd49X757ceYySnMycl49fgsqc3nP69N5Tz+8\/+x5kRUXFSfFJ4QFhaMLlchGMvH\/5XmhAKI8nyCfGJ3q99rp++prHKw9UhfmH3jp388aZ6+URaMRNMei1U1fBsx\/fcowMicRAUWFRaJWXk4eSG6ev+3r4+nv5Hd16+PzBc65PXuVm5YD3Xzt59cO7D3GRsbfP33Jzcrt19qaLo4vTPaebZ29EBIejEwinlBP4PuDW2ZsOV+9jdESaI0LCoQMLE2MTUev84AVs83T1yMnKSU1O5XI4+Xn5acmpaFunhMeHo3h3Lt728\/Ll8bg8LheuuX7qGuYeHhjmdO8pHCqYziPnpLgkhysO4P33Lt1N\/H6YPyk+OT4qPjosCl2BN2Of8+C6g\/OjF4j4erl6RoVGYfruz18HvA+AFzDQkW2HH954kJqYkhAb\/87l7c0zNz688ykuLPb38r9++trVE1e83b0B71uXNy6OLvev3M\/PzUtNSH7j\/Obm2RsQ2All+Nr54Qsov3V5m5+b\/+7l20tHLj5zcMJNUlRYjBGJEAS+RSA2NvbgwYP379\/fvXv3gwcP8vPzQXZPnjzp6Oh48eJF1J46dWrbtm2XL18uLCzMyck5e\/bs3r17nZ2dExMTESG+cOEC+oyOjn706FFaWpqbm9v27duPHj3q4uKyadOmpUuXnjt3rqioCDpECAK\/hwBpTRAgCPx5BGqZNEtKS\/YY3NPa3lpNS71Nt7bte3bw8\/K7d\/kuJvrayS0sMAx8CLwHJWH+IShMSUphsVjikoLf0AQrenTj0ZXjlylxeeQCBTlFuZadWg4aP8jMyqxL\/64QRRVFyxZWnft2UVBW4PP4Pu7vE2MTwZW9X3vfu3IPnWSkZFw9cRVtIcF+wXcu3JaQlBCTEHd\/4f7svhOY97N7TjGhUc\/uP3O89UhJTUlYRLi0pBThVXEJcRFRkXcv37k5uaLkyW1HULfTe06hw\/DgcHC7lIRk79deV45dRs+QhJiEe5fv4Y0oJSNFpwv+4lRmelZ0WLSLo\/OLB8\/BMnl8PiKy0AkLCoN+3RQWm9Wqc+seQ3rKK8qbWzcCwiwW++bZm+DRyfHJMD7EL+T2uVsPrjm4Pn0lJCyUn5ObmZYJR0MNM3r9zI3yF9KH1x6kl31qwq6DfYfeHdCnuKRE0IcggN+uR4end59mpWe5PHZBRBkNsX3CdgKjIMBfVFAoKSnJYDLB2HHDRIZG3rt0z+etD\/Y\/GakZhfmFoMJBPoFP7zzBIQYIMYLW4UHhIiLCIiIi4NMPrj0oLi7G5ufB9QcIP2Png33auQNno8KiQ\/1D08pMwohECALfIhAeHr5mzRqQ47i4uAMHDrx\/\/x4lGzduvHfvXkFBwe3bt8GGscYPHz786tUr5Pfs2fPhwwc\/Pz\/Uvn37FgQafYaEhIBVv3nzZv369SkpKWpqanjOJCUlIcwsIyPDqPiH\/aBNhCBAECAIEATqBgK1TJo\/gyAgkQIeiThlZnpmZmoGWA5YafO2LQ5vOYToLxiVuraGnIKcqYUpSDAaioiJNGnWGAqUNGzcEIVgtCoaqvoNDaTlZOh0QYcopCOgjX9oNCaT2WdkX9B0Ho\/r\/uI1wqKpiamFBQWvn7sV5BVABbQKnAmhTX1jvaYtm4LA+bzxiY+ON7E0lZKWigyJRABbSVVJXUcDxNrKztrU0sz1mSuIWnZGlq+nb2pSWklJSbue7Vq0ayEqJmLZwhJ00M\/TDz1DQDfzcvOiQiJV1FXAJmGUhrb6gDED0El0eDQUVDRUSotL46PjkuOScFnnBfjSYWSQb2BMRHRqQgroabBvUFP7ppgCovUde3eUVZA1NG2A1KZVMwUVBSg3MDOi\/IW0STMLCWlJFGLiGjoa2gY6TBbT292rgalYSBy4AAAQAElEQVRhxz4dsccI8A5APBhMAjrYTmBfgV2Kpq6mho6mdcumYhJi0IdDO\/buWFhQ6PbMFYHqnkN79R3VD2oI\/JeWlrZo16Ln0J6g2hwuFxRfVVM1Nyu378i+aPvM4VlmWkZmWmZYYCii2iJiopMWTeo\/uj8cjeGIEAQqIgCWvH379iVLliBIDPo7bNiwCRMmSEtLBwcH4\/4ES0ZV27ZtPT09O3XqNHv2bEtLS9DiZ8+e2dnZgVJ36NBBWFgYNyQi0+gWTRCHRnQZe7ZFixZ169atSZMmOjo6jRs37tixI\/lOFUBU84LAP7Y02MnU\/NBkRIIAQaC+IFBXSDPIFwSo5WblgBmbNDEdOHaQha2loYlBVkZmfn4BYpB0Bh2C+CKDKTAb\/PX2+dtn952m5MndJ2j+rYDZfS6k00DgwMXxWirMLwDl0m2ga9HMcubKWchDzcDUYNzsCYE+gXNGzNYx1EX45875W4hVK6oqte7aevjkEVdPXrlw+DzYG41OZ7GYDAa9KL9QSVXZzNJ87Kxxymoq6ASETFRMFPQdzFhaVgadoBCipqk6bNLwgvzCxRMXwXiUQEFKVkpcQpzH5zndd9qycBOoG3oDyUNtHZdyYIsKi4AnNipN7ZuOnzMBwXgJKQnEg8UkxOl0OoAtTzGj5w7PKX8hvXX+VmrSFx8+SYpLCvEPObrtyMRe4+H0V09cwCogaPhR6DQGkwERdEujoWdZeVkAyGaz8vPyEUhGXkxcTFxCrCA\/n06jS8pI4ZJGo9FpNGyH7l2+a2Zp2qpzKxaLlZedg2C5aRPTweOHYBsjLSOFrmQV5GA8jfwQBL5EQFRUVF9fv2HDhrjHUCMuLo6zDhRSq5vBYKirq+OmwgmGnJwcqhQUFNLT0xMTE1GupKSkrKyMNYKGFZd2amqqhISETFlomc1mY0uPHiBQqx9Sf6y8efPmhQsXsFGpwuS8vDxXV9eYmJgqdEgVQYAg8I8jIGCfdQICkJoyO9p0a4vALQKQ+iYGBfkFV05eXblrJaeEc\/nYJURqZWSlIwLD0pLSoCunKAeKtmDTIkoGjR+EwkqF\/qnzj7VllzqGOuKS4qC\/GEhbXwccF7WpianKGspz184tLSlNjEnQMdT1cvcyaGggLSMdGhBq2675kInDkuOTCvMLpGSkfD0\/5ObkWTS3yMnKlleW1zc2EJcUFbAzdPRRykb6mKdlZ+WIiApPmDdRVk7Wy83zU7HgX+g9u+\/UxNbCwEgfQWsEor5gigKVuvg\/BWwDswZgsWAPhmYNFJQVXz9\/La8k39Su6Zm9pxB7Rr6kqDgsIBShYsyhz\/A+lL+QTpg\/QV1bHYUfhU8L9Q9R11I\/9\/TCww+Os1bODg0Mg4NC\/EJcHjonlkXfQSlk5eXSk9NiI2K4HO7HhmX\/NDAzysrKeu\/u\/f7N+3gcDjQxLSv+mIDZP7r5MCMt07KFdU52LqwFdc5Iy5CSkQLdb9S0cXhw+BvnNzhMyM\/N\/9iG\/EMQ+IQASHDfvn1HjRqFDNbmihUrEEiOiIjQ1dX9pEID\/TUyMnJ2dn7x4sXz58+hb21t\/eTJE0SUo6KicAalpaWVnJx89+5d1CLk3KpVq8jISFwiTUlJUVJSCgsLQ58ViXV55yTzUwjgQGDYsGE2NjazZs1ycnJavXo1XDZ16lRsYwYOHNioUaPWrVtfu3YtOzsbkX4zMzMUvn79Gp4F+K9evYJr4IifGpEoEwQIAvUVgZ+xu06QZjlFeUMTQxExEViOc3wrO6trp66AJSP42q57+xbt7cfPm4A4Yk5mdstOrdLTMp7cdoQmnU5nC7OFRYUpAZ1C4VeCYHDDxiboH+VSMtIWtpbIIL4LgoXYcKc+nf29\/Y5tP4KBUA4BTX98y\/HS0YvdB\/Vo3q6FvpEeDNMz0gMpzErPunjovJ+nb4deHbUNdLoN6BbwPvC5wzOYp6KhcvHIhRtnrjNZLJuWNuhHSlYaQ4iJiyF4adnCCiUQsMbXz90vHblg2dyyRXs7NU01w7I\/PqKqqWpgbNhvVP\/UpNRXz16ZWprKKSkg1i4sIqKoomRuZY62dVBMLEyV1JRhGLYcXQd0c3vmenT7kUe3HpUUl\/QY0mvUjDHyygqRIRHKasrW9k1fPHwRFxkLZZYQi\/IXUsTe4EQUUoLXFV5aZlbmcgpyiLrZtrVt0qwJiHhudo6Hm4eRuZGmriZCesaNjJVUlZ7dc6Iz6NZ2TdFWTFK8gWmDRtbmrTq3fnr3yc2zN+w62JtZmRmaGsopykEBlphZmaNzSSkJBJsRyc7LzbNpbdvYpvGVk1euHL+Mk4RmrWzR8M0LdwMTA1kFWbQiQhD4HgKgvE+fPu3evbulpSVodLt27aCJAHPPnj0RsNy2bRti0sgPGDBAUVHx0KFDKARRa9u27aBBg06cOIGQJ\/icvb39+PHjjx07tnLlSvBs1OIhdv78edSiNyK\/gEBRUVFQUJC3t7ejo+OHDx+OHDmyePFiIN+8efMxY8Zs2bLl3r174NOnTp3q0aPHo0ePrl69+uDBg8OHD589exZqGNHX13fz5s2zZ8\/W09PDJRGCAEGAIFARgTpBmk0tTAdPGKKoogjLxCTEJi+aumrvmtlr5kxZPKXXsF4grHbt7WasmKmiodrE1mLe+vnDp46E5o+IsKjI2NnjGjVtBGVdI72FmxYhIyMnM3zKiEY2jRHVXrZzxZJty0ZNH4VyiI6hDqLXc9fNnzj\/P4R7YyJiQA1VtdRQZdPaZt76BbNWz27VpTWTxWzZudXS7csGjB2opqU2Y+WslXtWz1g5E1R49b61UNY31h8xdaSyurJxY+OFmwWDohBUb8jEIXPXz5+ydJqwqHDLzq2H\/jcM5WB4A8cPsutgt2rv6pkrZ01aOGXYpGHIgLqBcE9dOh06dVAAUbPWzWAYi80CaV61d82SrUsnL5o8ctooTB9ILtq8GFRVTEJ89IwxmA4CulCuQuDo1l3btO\/ZHrsaqMkryc\/fsGDQuEFwEGCH7zr07ohydW31SYumTFw4ybZti5V7VqFEVUN16OThRubG3QZ2X75r5aq9q+EXZXWVoZOGU1uOxjZNlu9cMWbm2HWHNqB21Z7V0jLSktKSkxfjTls9a81sc2vzSQsnrdm3Fk6cvnyGSRMTdEuk1hGomwbQ6fQ9e\/bcuHFj3rx5cnJyIFunT5+GqdjRWVlZgYEhhLl7925UgTqfO3cOtWDGiGiqqqoePHgQIep9+\/aBKBsYGEyZMuX27dvgcOPGjQP\/Rvm6devExQW\/6IwOifwsArm5uY8fP75+\/bq+vr6FhcWqVauQh79EREQkJCSkpaXd3d2xXYGbcAhQUFDw4sULQ0ND7F5ERUUBO\/btV65cgR+xHfrZoYk+QYAg8C8gUCdI81dAI4IoLCKMWONX5dQlGBUeglT+91P0BqnYj2B0UWGUFBUKvvjJ2s5aVEwUlxCwuorKMBKFEJiKcjxqka9aYDk0kVaqhip0glHQYaUKdbkQxrOF2JVaiBmx2KxKq36kEN1+BQh6+6qkvB+YUe6X8sLvZYA2lD92RaeLin909Pf0STlBAEwXZ\/1YwmJiYki\/BQTRYlTh1qKqcCksLHieUJdoAn5G5akU5y3QKc9\/vBupa5L+JAKgxX369BkzZkyDBg2WL1\/ev39\/7FLCw8OBeWZmZklJiampaURERGpqanx8PJg0djVxcXGxsbGgy8XFxfBOy5Ytk5KSbt269ZMjE3WCQFUIkLq\/BoG6SJrrCLgy8jIIWJKgYx1xBzGDIFAXENDU1Jw+vY4e\/tQFfGrXBuxAtLS0EDwOCwvbvHnzzZs3scnR1tZu3Lixk5MTaHSvXr2ys7ORHjhwAPHmkSNHwqHg2QMHDsSZAEhzu3btULh48WJPzy9+7aR250VGJwgQBOoIAoQ0f9cRbDZbUUVRSORzlOi7qqSiviJA7CYI\/BwCCCFXjBz\/XGOiXVMI2NnZ7dixY+fOnRcvXlRWVkbI+erVq6tWrdLX179\/\/\/758+evX78+YcIEMOzTp08jrgwODaJ84sQJsOdJkyaBMTdqJPhQX03ZS8YhCBAE6gcCdYs0+7x5P3vYrIK8gqvHLztcdag+CMMCwo5uPeL+3P34jmPUxzC+N1ZCdPyOZdtiIwS\/xPaVTmF+IZfL\/aoQlwX5BRcPnV81bcXloxc3zF23dfEWFFKC88HSklIq\/++kUSGRR7YcdnNyO7n7ZF5O3vcmnpWeeWrXidfP3L6nUAPlTneeHN5y+KuBcrNzLxw6\/\/Tu06\/Kyy+9XD2W\/rckJyvn3IEzLx48p8ofXn+4f90+Kk9SggBBoCYRQMhZTk4OFFlSUhLxY1xqaGighMFgyMrKolxdXV1ERARVUAB1VlFRkZCQQB47IijLy8sjaFKTBv\/2WKQDggBBoCYQqH3SXFRQFBkcERoQmpWRlZOdExESDiaakpSSmZbB5\/NTElKCPgQG+walJaVmpWfFR8eVlpRkZ2RHhkSiFjQrPSUdmfzc\/FD\/kPjo+BC\/kNjI2OiwqBC\/YHQICIuLiqNCo4J8g1KTUrkcbmxEDDqMDImIi44vLCjgcjjQ4XK4cZGx0EmISSgpLkmMTYROTEQM8kVFRXFRccXFxVDDQOB8YYFhsBY9bJi3\/qWjS1J8Un5uXnhQeFhAKNgVdLzdvZ0cnCxbWIUGhvH4\/L4j+6EtBG2vHr9y7dTV8MAwmBr4IRBNYCSaoLYeSX5ePhDAFARoR8RGh0cL0E7PxBSAGMAHkqmJKZxSDnwR5BMYERIJtLGX4JahzePyACl00AO8kxSXBChiwqPRbWJ8IjBEP5DszGwAFR2GzkMy0zKBEo\/HE3T4IQhuglpUaCQ8FREUDmChCZPycvOgEx8Vhw6xL0IPhfkF8BTUQvxDkBbmF2JoCO4W9FxaUlqQlx8RHBHsG4QhMGhGWkZSXCIyEMFvgobjbgnCnYBC3CHwMpQxR9Ria4ehMSi4cnZWdnRYFPST45MxKGoh6SlpQCZaYH8wblTMOjEmIdAnMDosqrhQcDtBhwhBgCBAECAIEAQIAvUFgdomzXx+RmrG8wfPz+w9fffinaKCworAZaZmnN5z8srxy5ePXb545OLLxy9P7DyREJvoeOvRhnnrstKznB86uz9\/TePTwHGXTV76\/P5z6B9Yv\/\/+lfsHNx64ceoaKNSHtz6ndp+4efr69VPXgn2DtyzafHz7sce3H+dm5+Rk5gS8D4BOTHjMwU0H75y\/9f7N+7zsPI9X7x5ce3B48yF\/b\/+K9oAtIdx47sBZ54cvntx+7O3u9e7l2wAv\/6S45Of3nY7vPP7w2gP05nT3KWi9p6tH4PuA9OQ0r9cfPxsHjvj6uRvKH914tGvljmsnrpzdfwZN8nPzK45S9\/OhvsGrpq548eDFmX2n9q3be\/\/yvUObD107eRW81s\/T7+SuEzfPXL926lrQh6DtS7Ye23Hs0c2HuVnZABwEGswSnBXeuX3urSvtbAAAEABJREFU1nt379ysXC83z0fXHx7cdNDXw7fi3N+5vN2yePPjW45Hth66efaGgO9Gxh3edPD2+ZtXT1x59dhl+7LtyDy4\/tDpnhOQhFPA1JNik3av3gVsz+w7\/fimI\/yLSP9zh2cw6cTO4x\/e+ZzcefzWuVu4Q7Yv2xb4PtDtqdv5g2dh\/I0z12F\/RQNwt+xfv\/eZgxMOQDgcrv97\/+unrqEV5gjNlMSU5w7PcGs5XHHglFZy4IDbMjEu4dKxS7tW7bp76S52bvvX77t36S7uZ593PhUHInmCAEGAIEAQIAgQBOo+ArVNmul0GXkZa\/umCsryIEmFX5Jmfy+\/tOS0cbPHD\/1vGDgKwnWIKSbFJeGgH\/Fd79deyQnJyurKdAYddDYnK6d9z\/ZturUtLiqya2\/XvJ0dSHZpSSmV6hnpgzA9vu1YVFQ8bu4E27a2OJgr5ZSiFQjQyycuYuKiE+b916FXB2k5aXPrRk3tm2akpvu8fV\/RhQgWgviiBP23695eWER4wNhB9p1aKqooWtvbSElLvnryErU9h\/RCyYAxAxuYGTVrbdt9UA8UQlTUVTR1teza28spyCG+\/t+CSR17d0K0EnFT1NYjKSkpwZlAu+7tOvTqWFRYaNvG1q6Dvduz11wO18XRubCgSN\/IwN\/bD2gXFBSOnzsBcNHodE4pBxFZPo8PHSFh9oR5Ezv26QTvm1qaNWvVDM6FQyuCUFxcwmKzeg7p2b5nRz8vP8Shn959kpqUatjQMDk+KTQgNDsjq2nLpv1H9y93iqqm2utnrnA6sG3bvS104iLjcnNyW7S3GzB2UFZGJuLEeXl5Jk1MRk0fzeVw3J67vnZ+zRYS0jXUc3nkDF5e0YD05PSosGhzK\/NmrZux2Extfe3BE4ZISku8dXmDm0deSR73rbSsjNszV3RVsWF5Hue\/3QZ0a9mxZeD7gCd3HocHhxuZGQEBbLc4ZUH3ck2SIQjUdQSIfXUPgfnkhyBQewhs3LgxKCio9sb\/uZH\/1PKtZdIMfuP8yBkROzZbCDFa8ImKE0tLSZNVkAUTUtFQkZKWFJMQU1JTcnvqClps0tjk5ZOXudm5oDtUEwaDoaqlqqCsICEtKS0no6GjAQrO43LRCdituKQ4iF1OZrauoQ44k6GJoaS0JNUQKSLN6toaoEFCwkJgNhePXAA5k1dUALVFbbkIiwqDKQoLC5\/cczI2SvApZ1Ex0dLSUqf7T8GcxMTFwSYRXxQRFWEwmeKSEugNgkuqByaLCRESEUpLToV5KhqqqlpqMLveRZoxHWxUKLQBI9BW11YvLirm83nADfOFp1q0tcvPydPW1xKgbdpASkYKrShBzBVow1MAJyos6vLRi0kJyQpKCvAXpVCeCgkJKakra+pqYrsCV8ZGxoqKiwmJCDdp1kRdS4PBZFjYWmLX1K5HO2ERkZO7T4QFhCKMramjCWzVNNVofH5Bfj4ILsyTV5QTExcrLirCpaKKAnwtIyeTlZGVm5kjJMSGee17dsAdWD40MhbNLTr37XzzzI2rJ69yuTxVDVUdQx1FZcW83DyYipsWd6CIqAintJTP50P\/a6HTFFQUG1k3amDWgMlkxkfHwQAmk2HQ0NC0ielXt\/rXbck1QYAgQBD4fwjsID8EgdpD4Pjx41FRUbU3\/s+N\/Hkx\/V6ulkkzyIfzoxcGDQ0QhUUk8qu5aBvqJsYnIbQMSU9Nh1oD0waI84GItOnaxuu1F6LCsopf\/vE2cCIaHf2AjOJfJoul10AXlwgKIgBs3KhhgE9AfHQ82Db4OsopadjYOMg3EJHFkuISp7tOdBq9Xff2hYWFfD6PUqBSEB0ZBdmJ8\/8DAwv6EAQmFxcVm5Ga4fHSw6SJKUjYx\/Ah2tNodDpN8EOlghwNHFFUTCQtKdXAtEGgT2ByfHJcZCyfxpdTlCurr4eJYJKCGTJAomk0BoNp0FCfx+Na2Vn3GNITmAT5BoHFfoW2maVp4IfA1KQ0oP3iwXPw0Y69OuJO4H9DPVOTU50fvvB49Ra4IR5sYdsEhBWh326Deug00KHT6YAMrYD8xAX\/KSgrvnV5C2wDPgQA25jIWAaTKSNX4fYo00cTSuh0uriEuLKGMvZULdq36D2sDy6pKiqFSQPHDRo\/Z4Kvx4fUxBSqEK2Qyc7Mdn\/h3tC8obyi\/Lf3LRQogW0IkIcHRYhJiDdpZoF72NCkQZcBXS2aW7J\/44urqc5JShAgCPzjCISRH4JA7SHw4sWLVq1a1d74Pzfyn3pW1DJpFhIW0tbXObHruLvz64KCgqzMHOp7\/pkMwX9mFmZ6DfSm9Ju0cOx8bQMdo0bG4GGSMlL2nVq1aGcnKy+DSwZDMAUGg84qYyHgNIjmIoWw2UL4r2Xn1nHRcZP6Tlw8YaGppRkiwVP6Tzqz7zRIM5PBYJW1atO1HQjc2G6jZwyeJioq4vPu\/Yyh0yQkxVMSUvKy88o6FACOQLLDlXvzRs+JDo3GmXvXAd3WzVl7\/eQ1WUW5\/ev3hgQE52TlJsQkYOiyJnSklHmCxjQBaW7ctInzQ+dXj11UtVTHdR9zePOhho1N1Mr+4iClUy9SOoPBZgv+jgmDTmexmEjpZfgzmcxWXdog2Dy573+Lxi8wMDVkMBhA++TO44CXwSxDm05r060d2O64bqOnD5pKpzP83\/tDBxHr9NSM0hIOnYHKjzBkZ+ac2nvq1rlbzdu2kJSSaNejg6S0xLRBU2cPm+nv7U\/5Dn50uHp\/3qg5USGR2Bq17dYWUWRge2r3CVMrU1VNFUqNBlNhnyDWz4KDMAC8IycvZ9fe\/u3Lt+N7jlsxbTmNToORKKeV\/YT4hcwfPXfr0i3G5g0RukYVihlMJpvJAr1WUlU6uOWAn7cveDzsxPYMdqOWwRTckAJNOsPX88OwdkOunbxiZW\/dqU9nbPZmjZgJcB7fdqTRoQ4tIp8RIDmCAEHgpxDQJz8EgdpDQEtLS0xMrPbG\/7mRf2plVaH88QVfhUa1VuF0e9LCSZeeX9lyctvxeydHTR910\/22pLTklKXThk0aLiQiNHvNnCsvr118fnnq0mlQRiDz4PVD5lZmMgqyJ+6fbN6uOWVeszbN73rcR97C1mLV3tU6hjq2bW3PO12g0+lG5kaHbhy54nxt\/7WDppam559euPjs8tE7x7ed3t53VP9jd0+AAMkry+84u+u6601ojpk99vTDs6cenlm9f+2S7csa2TTefmanvrEBOhcVE50wd8Lxuyf3XtlvZm0+adFkdDVn3dw5a+ZceHZpw5FNZx+f09TTNG5kvOfSPl0jvUWbF\/cd2e8jaUN7Gq1l51aHbh5Zd3jD5uNbr726cdrxbN9R\/cDsyyrrTdK0pQ3cBHOxCVlzYJ2esb5NK5szj8\/R6DR9Y\/0D1w9dcbmGtLFN4zOPzsK5R+4c23F2Z\/\/RAw7fPCorLysjL7P99M4bbrdwOX7u+BP3TgKHVXvX7L6wZ9Xe1R17d0LPlBg2NDh+98TVl9d7D+\/NFhaSkJLYeW73NdcbR24fGzV9NG4YUXFR3BUIBlNOadS0kZiE2NaT2wXYPjzbc0ivJraWpx6cAcIYd+Xe1SOnj95wdJO5dSP0v\/bg+uFTR9i2bY5+YOTeS\/twt\/QfM3DFrpWohdh3tIeFuCVW7l01b\/18uBKFc9bOnbV2Dm7RGStmwvubjm7B3TJk4hC4XlZBbu66eRgUapBhU4Y\/eP\/o2svr555e6Ny3s4S0xLpDG26+vn3C4RTVFXSIEAQIAgQBgsBfhgCZzl+MQC2TZiCLyJywqDCDwcApOVgLSr4S0CDIx0LEC9ksGl0QpRPE9soyH6u+\/w9oK9gV4oxQoTMY4F7IfCUwABwdxqBcREyExWIJSoSFcPmF0OlQYwsJ4qwoF5cUR4rYJGU8CBwuqxZ0jp6hg0n9iD4065cAOlFx0arRpjMEMFZEW1Ai\/AXaCOWaWJjiLAKIUR4HDoBOTFyMxWYh\/1notIpOQTmwxU2FzI8IhoDBMOBbZVhIufjbqo9OZ9AFA9EFN+S3OigREhHGXgsZSmCY0JfTpMpJShAgCBAECAIEAYJAHUeAUcftI+b9swhY2FoMnzLij06fdEYQIAgQBAgCBAGCAEHgFxEgpPkXgSPNqhsBhJMRVK7uUUj\/BAGCAEGgviFA7CUIEARqB4G6S5pTE1POHzyXnJD8f4F56ejy4KoD\/8vvXogKidy9atf\/bVuFQlZ65o1T18IDw6rQqaIqPSXt8tFLsZGCb6arQg1V7s9fO1y5\/9WXMMSER+9ftw+19UW83LyObTtabm1cZOyhzYe4XG55ST3N8Lg8X48Pbk6uP25\/YmxikE\/Qj+sTTYIAQYAgQBAgCBAE6j4CdZc05+bkerp55OXk\/V8Qw\/\/H3lUARLV04S26u6W7QQFBBRXF7u7u7u7OZ3d3t6iAioBICUpLd3fDsvzf7kXE\/H0+A3XwMM6dOXPmzDd37v3m3LtLdFxkaNQHpBmc1evRs\/\/b9gsK5WUVIQGvc7PzvqDzhaqykrLgFy+L8gu\/oENVJcQkRr6O\/IBf5ufk+Xh4Uwq\/RQqW\/OKpb4OrBXkFvo996jif+ALjyorKAxv252TmNCg32cy2JVsTYxOrKqtwMtBonxhLY88T3iRcPHKxqKAoIiTi0Y2HjatIniBAECAIEAQIAgSB3x2BX0yaa9m1z919Zg2ZMX\/UvNCA1xWlFduXbRvbffTWJVsSohNQe\/PsjfHdxy6fvCw1Mc3H3WfuiNkTe42\/e+E2KHL066hZg2dM7jPJx90bYdr7l+6tn7MW8+Ht5nVw0wFwMuhAYsLeLBm\/aELPcWf2niovLYdCZmrmullrpvSbdOX4lbLSMv+nL8Z0HoWw9PSB066fvp6bmbt18ZYhbQdvW7q1uKCwgSn5PfEd32McCi8cOo\/A8IxB0yb2Hv\/4rkeAV8DsoTPnjZwT5B0I+\/+s+mdst9Eb52+IiYhh17LvXro7qdeERWMXIuTs7+k\/f9Rc+H\/zzHW4ER8VP2forIm9Jjy597i6qubh9QcrJi9DeYCX\/\/71ezNSMjh13G+JTnyTuGzSEvh\/fOexkqJiKDQRyc\/J3zB33eS+E88fPFdSVFJHqwOYGxdsHNVpxKk9J0uLSwA+XE1PSlsxZRn8P7z1EJg0SjbMXX\/n0u3tS7f6uHlfPHxhYu8JY7qM2rt2D7YZNBoNU3npyEWYXTB6fkx4TG1NrccdjxmDp88YPO3JvSdpiWmrpq+c1GfC6b2nslKzdizdhtNjxdRlgV4BZ\/adntZ\/yvLJS4sLigO9AqlJCfAKQKgYZjGt6+fA20nokdqJ4ey6dfbm7GGzVk1bMbbbGI\/b7lUVVZj6SX0mHtl6OC8778Q\/x91uPcKpeP7QOQT+qyqq0XZK30mT+0x88dgXCnvW7IJNnLqzhswMfxmOw8vHLu5cvr28pFRVUzUuMm7u8Nmzhs7AzNZU18AHIgSB\/4MAqSYIEAQIAk0bgdGjR589qToAABAASURBVLNY3G9u1dLSevDgAZ1OFxAQ0NbWzs3NbdqOfx\/vfjFprq6q9nvm10xbfeaqWbomev7e\/i+fBy1Yv3D6shnK6soYooKywoyVszJS0kFPETnWN9HvNrD7jbM3Kisqn7o+FREX7Te6v4iYKAgQGFteDjcqXFFWUZhfQAVuQVaeuD4RFBbsN6p\/iF8IwrewKSUjNXD84JZt7X0f+4D6lJeXFxUWderT2amzEx7EgydFhISPmzu+RWubslIuyUYTSHlZeU5mtoWtBfz08fBp4+LYqVfnk7tO+Lj7yKsozFo128jKONj3pd9T33nr5s9ePUdNU41Oo8srKUxZMi0zPfPx3cfPHnlipD0G93S96sp17P5jFj\/fgLEDJWUka9ns8pLy3GzuOVdRXlmQX0j9nRQOh\/Pk\/mP03n\/0gOjQqMy0LOSbiIiJi\/UfM9Cpc9sAL3\/sQ+AVqLOptWnbru2w\/0lJSEUJxOPu44qKyoFjByXFJKYlpmIT0n1wdyU1palLp8NCiF\/wiCkjFm9dGhUa+cr\/FfSZTKaDc6uZK2aXlpS433bLSMt47uHj6OK48dAmawdrr0fP6uo4y3eswISGBYfhhBk7Z5yistKVE1dCA0O7D+4xbdl0QRFB36e+ckryM1fNNrE2YTC5J7m4pDigdnRp4+f5Ipv3zk8dra60pExQSGDopGHNHZrfv3IPF4Jew3v3GNwj7GVYfHScY2cnfgH+6UunG5oZFRcWYxfk++R5r2G923Zpd+30teqqqsL8QhUN1alLp5WVlL70fdm6Y2uzFuaTF0\/tMqBbn5F9nz18hm3P7DVzMRzWB1\/3gXESIQgQBAgCBAGCwO+GQJs2baSk3v3VMNw39fX1+\/btKyQk9G4of26Oyyd+4ehASmxa2+ZkZF87dTUrLSv8ZZieib6+mQFoLvYuoDst27U0bW4KApSenAa1\/Jz8wrxCVQ1VxHSzM7LBddp3b29saczHz\/0OuPffauYOq5ZdmxiTCBoNniSrIFtby43dxkbGvnj6oiC3AMybXcOGHr8gv4G5AcxizxT\/Jl5DV7Ndt3ZtXFqjCWobRFxS3LlHh7paTklRcXpyOlidpr6Wlb1VUX4RSFtaUlrEqwgdQ11DCyOu\/4Lc79Fr0aaFmY2ZoopiRmo6mGVRXiGGgP1AZXklLKAt\/AfR5BcUQC91Hw0AJXFRsdWV1Vlpmdw\/HAii95EOGv4SiYuOe\/HUFxFc7HxqqqvhAzzs2r8rdiOi4qIVZfX7jZjw6NoaNrY92BswGAyMQERUBMxYTFIsLydXXEIc061rrNtMs1lSbCKM5OXk+Xv5hQa9FhIWLiooysvKBQg4B7BBgtn46HhDcyNQVWFR4cQ38YKCgnGRsThPjCyMDM0Nnz3wvHvpDkLLdk52oLlXT1wGTadeEeF5+yI3K6+qsqqm5l3cV1JaSsdY19LOqrCgKCk+ydfjeVpiGqe2FueGkLAQzgcxKXE+Ae433GWkZmCkcBJVys2Uq6tq6Ay6mqaqhq4GDrFPExQWwvksKiHKZDExEHBonMMXD5+PDoumfEAhEYLAf0SgefPmRkZG\/9EIaU4QIAgQBL4Ngd69e+vp6TW0lZWV5ePjc3Z2JqS5AZMfmAHtAGEaOH5wVloWGJicgiyoJ2gl4sRUqJXqm8lgCIkISUhJyCrItenkOHb2OGERIUFBgayMLPCqGt6zbxFR4ZLCYhBTkGmKCqMt6JSisoKIqIhdW\/thU0YoqCiAgd08d7O8tExdWx0crvGLqmBIEFEx0bzs3Nys3Iqyyk9yHXEpcUEhQTVNtXbdnMfMGqtrpDt00lC4Ab4lLSOVnpKel5XHqeV84D\/onZSMJGhla5fWo2eMxXAwBFD5ovxCrv91NGEx4ZKikqy0zOy0TG4JvKfR4I+ymrKAkKCtU8shE4dRtJ7WNH6un75elF+kqacJkKm3fUGFwUeBHo3OaPjiC1V1VWxpbNrYDp4wBPySTqcLi4pgM1NaVCIpK11ZWVmQmw\/08nLysTXCyPw9\/YJ9g02tzTC\/dXUccGWE2zGtaFJVUSWrIAv+XVpSCogQrkZzaCI23L67c4deHTv36\/Lo5qPIkEh1HXVMCngzngmA48LsjTPXcXrAATjZeN+RnZEV9TrqTVi0pJTEpaOXMH3YtjFZLETEQZpxhuS\/faldRk4abbUNdDr26jhw7EDwY5ilBGoYF\/SrKioryyqoQmwSRs\/CRAs\/ufsYA6QKf3lKHPjdEWjfvr2tre3vPgriP0GAIPCbIiApKTlo0CAEmOE\/7n2IDdnb2xsaGiKPkj9efnGkGdTHy83r9nkui1VSVWrTyUlYVGjF1OUb560P9A5sjL6svKyFnWXg88D9G\/ZeOXlFQFDQws7Kx8N7y6JNrwNeITRo2sK8uqp688KN\/l7+oFlUW9C1lu3t05LT9m\/cd\/7QuQoeoRETFwt6HhjiF1xWWpabldeYGdNpNAsbi8rKqpXTlp87cKastJSGIsrW2xR02cjC+OGNB\/s27Ll17qafpx8IWXFBEThcq45tJKUlVkxbvn7uOt\/Hz9+24P4vKS1p7dA8NCh034Z9l09cYvGxmrey8fcO2LRwY5BPYG0t29jKBMRrw7wNz5\/4gnPTeB0z6HSHDq1ys3Pg\/7mDZ8GqaU3mByMK8Q8O8PIHqnlZufA5Jytn2eSlJ3efVFZTUmqmTHmKTQ7c3r9p35n9Z\/JzC1AoqygrIy9zaMvBqvJKeWWFPWt3L5+8jF+Az8LWArVikuK52bnnD5\/DCszLzpOQlNA30b907OKKqcuObDvk4OyQ8CZh5ZTlO1ds19DVxDlzYPP+I9uPPL7n4Xr1vvsdd3glpyT3\/PFzTAo4PRQANczCTrDfS0BdXlbO9ZbDQSG2TCkJKQc37X9w3bV1xzYKSgqRryKeuj6urqqCD9jY4FHGwc0HXge8hrKusZ6OkQ482bthr\/ttdybzvbWDfZ2KugpGenT7ETwVgX7Q86DLxy6mJqTgxMAuCyVECAI\/CIHc3NxTp04VFHDX1wddVFdXBwUFZWV97ZtdmZmZu3fvjo2N\/cAOOSQINCkEiDO\/EIHhw4dTb2ggVVZWxuMvJSWlX+jPz+z6vRv\/z+yY6gvhus79Ok9eOBUkyL69g7yy\/LoD65ftWD5l8bRew3uv3b8exAiai7Yu6TuqX6e+ndfsWztz1ezx8yYguunUxXH7yR0zVs7afHzrtOXT1bTUdl3cM3\/jwrX7181dN8+5Z8fj908yGAyrltbrDm5AyYQFEyWkJUBMx84du2bv2pmrZ285sc2shZlDh9YHrx9GL5b2VrPXznXo4LDtxLb5GxYiv+HwJquWVqiCQG3vpX3IIFA6ZOKQlXtWT18+c\/SsMS69XSYvmrpk2zLHzk7wf\/XetRjLlCVT+4zot3zXSkMzQzRZvG3poPGDEA1ds3\/d7NVz4D8K7dvb7zy9E8PZcGTTzJWzELLdc3nfgk0LV+1ZvWDzwo69XQ7fPEqj002sTdcf3Dhv\/fyJCybJKMigYRORUTNHrd2\/fubq2ZuObWnRxqbLgK5n3c\/P37Bg+T8rhk8bYetot\/fyfiaLicDt+kMb529YCP9BYeG8qKjI0h3Lpy+fYeVgPXbOuMVbls7fMH\/RliVg0qht2bbl6t1rZqyYuXDLooWbF2PIfUb2XbVnzayVs0fPGmtgbrhm37oFmxZNmD9Jz1R\/7YH1S7Yvm7x4Ck6PQeMHowvMKcirSy9qUpa27doOGyeYHT17DBrC283HtqJfnBgopNHoZi3MF29duvPsLvg\/dMrQjUc244zCCdOhZ0ecnHPWz1u6fTl6nzB\/oqi46MSFk1fsWjV1ybS+o\/vJKsrNXj0XVJtGo83dMH\/kzNFaBto4dcfNm6CgoohCx06OUxZPm7tufr\/R\/cG\/UUKEIPCDEMATHpDdxk+3qI5ev35tYWGxhPfj7u5+9uzZ+\/fvQ5mq\/WRaWFj48OFDWPtkLSkkCBAECAKSkpIzZswAm6qrqzM1NQVppgLPfwMyv5g0A3Q8x5dTlpNRkEVEEIei4mKKqorS8tIoF5MQYzK5r4eKiosiVgcSI68kr9xMWVxSHHPDx88vr6ygoKwgISUhIioCGiQlI0XVioiJCggKIOgINfA2sDEQKdRCByUioiKKakqolVOUo8zCAsr5+PhExERYfHziUhIauhroBUJRLtSid5QjAxEQEgT\/QwQRHgqJCMkpyckqykKT578o\/EePwqLCCGmzeJ8A4\/ovLAQF9AgP67vj55NTkldUUcQh+oVvcAl+olNRMa7\/KEdfQEBaThrlUrJSyKOkiYiwiDAQkJSWlFWQFRIWAuBAWE5RTlVDFYcYLPwHIAwmA57Df4wCc8F1nk6XkJLA3AFSaCo1U1LTagYEoIxaICavIg+bouJigAuwwDIycsryQBsISMpIKqgoIMUqFRUXReAfZ4WIqAhq4Q8sw87bSZGDG7AJeeetItdblEAQ3sYcYb5gEM6gI8wORgFXYRl20EpVUxUzgtnEIbzFQNALuoNj8BmtYAfzBU34Ji0vg6lHBoU4tWQUZGAZZnH4B0h+fv7atWsvX778B4zlDxsCpsbPz6+qqurmzZvW1tYjR460s7M7c+bMsWPH5OTkUHj06NHq6uoVK1ZMnjx51KhReXl5ffv21dLScnR0fPLkSUVFxezZs3V0dFAYEBAA8o2HdTDYunXrhISEPwwrMhyCAEHgvyOwYMECERERXDqUlJQMDAz+u8HfxcIvJs2\/C0zEzz8PAXDu7oN6INT95w3tP44oLi4OzOnVq1d46I9AQkZGBp7v4zA7OzspKSknJ6eysjIsLKy8vP6znv+xO9L8vyOAGUlNTUUIuaioqLS0FMzYxcXFzc3NwsIiKytr1qxZ\/v7++vr6VlZW8+bN27Vr18WLFwsKCs6fPw9ufePGjSu8n5MnT54+fZr6lCHmF5pz587V1NT87+79nhaI1wQBgsBnEeDn5584caKuri4uNVSc6LOqf1YFIc1\/1nyS0fwbBASFBRFR\/jct\/grdSZMmbdmyZeXKlcePH0egcf369WvWrAGtApnG+MHMbt++vWHDBrAuHBJpagiIiYmBCoMiY6acnJz27duHyPH8+fOfP38uICAgyfvx8fFp2bIl1Fq2bIm9EOg1HrC2atUKoSNhYeHa2lq0kpeX79mzZ1MbHfGHIPA3I1BewwlMzr0XEnfdL\/LK89BfK0rN24ob2MRV8v1aN77Q+\/UXEa4hsaEp2WzeN6d9lzPntyHNeLYYHRadlpxG+y7j\/gojuNPERcUlxDShp5OFeYXPHj6j0agvq6AV5hU8ufe4orz+6xq+Yky\/RqUgt8Df0y8pNinAKwBPkD\/nBAYS6B2YHJf8OYVvLn\/u7hP5KpJqnpuV63HH3f2WG3VI0o8RQKhy8+bNw4YNCwkJuXDhQnh4OAg0xNjYGIFnb2\/v69evjxkzRkVF5eO2pKSJIMBgMOh0enRJMkVSAAAQAElEQVR0NNgwtj3i4uKYR5Dm\/Pz82tpaHR0dRKbz8vLwGAFV2traycnJiEmjClQbDR0cHGJiYkCmm8hwiBsEgb8cAdz1X2cU7XsUtNPt9dHAtLPh+ReiSn6t+JRLybmMvp5Q\/Wvd+ELvZyMKjr3M2PM4\/J97730xw385l34D0nzpyMWczBx2DTslLjn3\/\/3t5bSkNO9HXuVl3+HBMaeWk56UlpmS8TG+IH8RIRG4wXxc9ZUl5w+eA3v7SuUGtdKS0ld+IWUl5a5XXYsLiwHL7fO3yhv9BZYGzSaVgZ+P7z1Oik2Meh3Jrn73HckfOFlWUvbsoWdsZMwH5f\/98MGNB8Evgik7ng+evvJ\/paCiQB2S9GME9PT0tHg\/IE+vX7+WkZExMDDg4+MTEhICafbz88vNzTUxMfm4ISn5dwj8eO3r16+PHj166tSpeH7asWNHS0tLlGBHNGDAADw3GDp06MWLFxFsHj58OOLTOMTzVldXVxDuvn379urVa8GCBRERET\/eTdIDQYAg8CUEwJhfJObeDY5VlBKb4mi0rKvV+A7NW9laG5hbEfkCAnqmlhoGpixl3cASwS\/h+2\/qfjFpZtfUPLrxcNOCDRvnbVgwZn5oYGhFWcU\/K3bMGzkHdBAs6tSeU2cPnNkwb92NU9dAiPNz8h9cvT9r6MzF4xfGhL3B4andJw9s2Lds0tJNCzYiMLxnze79G\/f9s3xHRko6cCgpLNmxbPv80fPuXb4XERyxZuaqs\/vOzBk+69CWQwh\/psQnb1qw4fSeU7OHzdyzdndORs5zj+dLJiyeNmDK8Z3HKsrKYSQvJy8pJnHT\/A1n959ZMHremX1nnj14dnjroe3Ltu5buyfwmf+qaSt2r961ePyi03tPr56xav6oueFBodwmCzbCz0c3H4Lu+z99gSr4tnLqcgRTD20+eO7g2Y3z1t8+d9Pz\/tNF4xasnLYiN5P75wDhM+ThjQdn9p0uKy175up5aPOBmuqae5fvoiFCyzHhb3Ys335sx5FtS7a88g8pKSm5e\/HOzMHTj24\/AhqNtj9B3oRGAaUT\/5yYP2revvX7\/lm5E6P2foQQOC0rLWvHsm0zh8y4de5mSWHxwY0Hpg2YemrvyYK8AriXEB2PnUZVedXhrYdnDpl+bOexzNTMi4cuTBs4Zdeqf9C2sqICcFFDePHEd92ctXvX7X16\/6nbzUdzhs+eP3pudGgUeFtYUNjqmavmjpj9+O7jovwitJ02YMrG+RsS3iQA\/KUTl8DyuQNnXzz2XTR2warpK3HmVFdVo+FT1yeXj10K9A7wuO0e8Mxv7ew18B9RZ9ifN2oujFw6ejEvK\/fCwXO713C\/CA\/zcu3UtQWj5x\/ctD+b93cE4VtVRdWulTvnjpxz8+yN0pLSN6HRSycsPrXn5OJxC2+du4XCk7tPlJeW1bJr0dbv6Qs0+b3E398fcUcEGuF227Ztk5KSwsPDgV5ZWRnoVO\/evTkczt69e1FLpIkggIcA165dU1VVxezcuHEDXnXt2nXHjh2rV6\/evHnz3LlzDxw40KpVq1GjRu3bt2\/s2LGGhoZnz57dsGHDoUOHQKA1NTXBnnfu3Llw4UKQ7OPHj7dp02b+\/PmwiSpYI0IQIAj8QgRickp8Y9LU6SXuR7eN6eo4wtnW89B6Y5Ea5kdfiftrnGyqveKGxS8gKCktq6HL\/R6z7+LmLybNHE5dekpGYV5hx14dRUSELxw6z8\/P33NY7679u3k9ehYfHWfnZFtdXT1h7sTWLo5Z6ZmIF96\/6jp2zjiHdq0uHbtYVVkZFxXL4uMbNGHwS9+gl89fmrUwM7IwGjlztJySPABCbKzPyL7O3Ts8vf8kIiQcZEtDR73nkF6v\/IIDfQLLSsoRMFZWUxo8bkj4y7Drp6+53Xpoam06esYY16v3A7wCESIF2yspLgkLDlNpptpnZD\/fJ8\/BZRVVFbv06zpsyojszOzEmERbRzsxcVHY7Dm0F51GP7nn1OP7T0TERAaPH\/z4jgfC3tkZ2Yiz2rVtKS0vA08s7SwrKyrHz5ugZaDz6PajTn07z149W1JWEg5Tws\/HF\/DMv7y03PW66\/PHz6NDo5PjkplMBqhYQmxC646t5ZTkxswaq2eiT+PQykrLew7t7fv4eWhgKNX8R6eF+YUIeBuaGVrbWwd6+xtbGquoq144fAGE2NP1aUV5xYipI4J9X967fO\/2xVst29qLiokW5OajPDkhuZbNeeHp6+fpizkdMHqAlIyUfQeHFTtXYa7db7\/3ykR2elaIXwhCwsKiwq7XXIdNGd6uS\/tzB88V5BZgdmTlZRZvXQokfdy80HbktFFgdaDXGakZ\/s\/8kNc3NUArMUkJbQOd5LgkYEKn081tLAzNDZ17dBwyeRgmJeRFsKyirKS05IPrrm27tB0zc+zD64hJh8S\/iWcyGD0G93zpG5Qan9xzaM+oV1HUtzXDDovF6jG0V49BPb3dvOMiYgvzC175v9I11Gvt0sbH3SsvOx\/l2CFUlFW433qkpPb7fXulmpoaQstz5syxs7ND9BH8CdKsWbNly5bhGoSqxYsXHz169P79+0CDSFNAQFBQELOGpwHi4uLIwCVEjhUVFZWUlHR1de3t7ZWVlXFpRSEeEaioqDCZTA0NDSsrK8ymiAj3q4egaWpqCmV5eXkoCAkJQVlbWxsZWCNCECAI\/CoEqmo5vtEptOoqr3vXRQQFwiMiNm3adPPq5bTXL+SFKAqHSDTkVzlYR2v0B8Nw863jcLglyIHhIY+DRgr\/x8uv1\/w\/ht6rZjC538P2XtG3HlCIf2vr79ROSU3ZulXz9j06pCWnlZaWJr5JCHsZhghieVmFmLgYaKiMgqyImAh6i4uMrSgr97jlFhsZU1JcWlFWgbu4oaWRiZWJtr52TlY21IREhKVkpcBsoF9SWhIfFRf5KqIov7CyvJJGpzt0bG3Z0krfzCA7g\/q2f7pde3szW3NzG0tQKBaTZeNoC2datGoR\/OIlLFCCe4y9s72BqYG0rFRleYWAAL+EtISEjARqxaTEbZ1stfS1VTXVtPQ07Z1bgR9HvY4EUQvw8s\/PzS8uKKbRaZIyki1at9A10q2srBQSFkJDDEpNU01VXfXepXsBXgGcRi+q65kYcDicmLA3sIOufdy84Ziiaj39EpcU5+Pnl5aTERAQYLKYA8YOcHB2ALksyMuH2Z8jDBbDrp2dkZUxvNLU12reugW4LIbwKuAVyChCvLlZuaFBr63tmw+dPLTH4B6yinINjvl5+rVobWNsbSImKcap4yDA\/OTe46rKqrzsd7F2rjKdhh1O\/9H9iwqKSotLnt59jCh7aXEpgAWGDs6tZRVkMdEg1jatbVq0sbFpY5OakAI7INnj5owTFhFi8jF7DukxfOpwfVN9rkEaTVhYWFBISFxSFA1RAvwHjh0Im9Iy0rZtbK0crPVN9LG5ojPoOkY6Ldq0kJWX0zLQNjAzVGqmXFpSiiYQBFyxU8LoiguLysu4LwIBDZweaIuZ1dDTkJCWePH0hdstN009zWba6mjyq+Tb+n306FFmZiYizdOnTwdz2r59e35+flxc3Pnz5w8fPjxlypQOHTpAoUuXLt9mn7T6Lwjk5uYWFhb+FwukLUGAIPAbIZBdXP4kLqdYQGrOum2DZy9\/HJ0hIiIiKytLDaGiMC\/uuVuC35PUkOelORkcTi1V\/rm0trqqvCCXU1uvVpqdHu\/rVprNfQ01NyGqKD2p7qtpK4ddk5cYHfX4ZqT7tezY0Nqa6tqaqucnNt1eMTox8Gmc78Oby0Y83rUkOcgr6PIBMOfPuUSVV5YUJr\/0evPsbn5yDIf92dc4KeVfmDYJ0lxUWISwYm5mjqiYyOVjl93vuKvraIhxv4y5jk+AH4yToiaASVhEmI+fz9zGwqVP5\/FzxnNrUcoTkEuEEhF1rqmuaXjEf\/noJc+Hnho6GqLiotiI4WzAE\/zigqKy4rL6CEpdXWJsInhtSWExuA6NTq8oKwe9RjgZTXiGGyV0GoPBBENisljQqePAJI36oXM\/dUNHnl+AHypiYqKKKkptXBxnrpglIy+DckoYDK4e5TY6QhfdBnVv7tD85O4ToMhwG+FYaCI8CQSunLhs1tzMwtbC39tfSFRIRqF+kaA5zviqqipoUoKBM5nfbSNF2fyaFP1iRNDkY\/EhT6PTxCXEZORlW3VsPXnxFGU15eqqKsTLa2s5jd0TEhIE\/oi1g2R7P\/I6f\/Ccpp6WgrIi7HxShIWFECQzbWHWobfLpIWTQUxpdTQw3draWiAmKiFaVloO3NCRoJAA5Q9lp5ZdizOnqrKKxcdHlbxNuTP1Nk8TEBasra2FBbgEEREVbqjCngR5DI3agyEPuXzs0qObD3FSiUuI4\/Cd0OnoXVJa0sLGwvuR96ObDzr0cnlX+1vlELDEBqPBZSEh7hQ0HJLML0Tg2LFj1AsYv9AH0jVB4Ccj8Dd3V15RlV1SoSYnGfrc8+y2ldd2rV2zZk3DzjkrOuT2slHxL9wCLx94vGtxUVpiYWpCvO+jeF+38sJcdnVlTmxYelhAUuDTlJfeVaXFkW7XPHYujH\/+sKqkCKgmBjy5vmCw3\/ld1RVloXfOxHrd5bBrMiKC4rwfZEa+rKksz44JzYmPAHfKT47NTYjk1LKzol9VlXLbpoUFuG+bl\/jCA2TXbevcBD\/3WC\/X17dOK+ia42YYcG4PvY5u6NyHXV3FrqpEX8XZaYl+j+FYcVZqdVlJ6qvncT4PuRS5thb2g68d8dy\/MjMqBNaqykvKCrIT\/DwywgOhn5f0Bow8+83rWG\/X9PCAmsrysryspEDPeN9HhemJ7OrKtFC\/OJ8H8BNq6OiHShMgzXW02IiYU3tO4RG5bRvb\/Jz8ujpOTkZ2GaLERSWINOsY6Nw8cz0sKBRAIEKM+GKAd0B4cFhmWmZjKoNaMDNFVcX8nDy3mw8RnkRJQV5hLbuWZ60M\/InD4Vw4fOH03lN52bm6xnpQqKPVXTt57eTu46mJKR17ucjIS9+\/cv\/U3pNZ6Vm2jnZQ+EDAtkAgEKEM8PZ\/9sCzcS0ddbxjMHuLlpYZqekvfV\/GRcUxmO+BDC3wKh1DnZtnbyAeGR0aDQUpGanKyqrUxFR33rc6oMSqpVV8dDxYl6WdVWV5hZpWM37+euYnpyiHgbteuZfOe2+b1ycS9A\/byPxUQa\/1\/dFpwN\/WyQ7YBvoExkbEmlibJcUlAUxvN6+Ksndf8eHUpW1SXOKZfadvX7gVFxmH\/UZKQnJFeTl4MLumfvtLa\/Sja6wrrywf9Dwo7GVoRnK6ioZKM61mHnfcsSNyvXrfvn2r6LCo03tO+Xn6GVkaCwoJUk3lFOVx8ty9dBc445Sg0z8LDuZCUFjw2qlrp\/acLC0pw5aMsvB++q457xStwxlSVlpWUlRS2+gRAZpAz8G5FU4nPj4+EysTlBAhCBAECAIEAYLAtyHArq3lsNmKQowLxw+xIBAvPwAAEABJREFU2ezOnTv36tWLwXjHKxCtaTt1jUmXwaUIPcaGBVzcG+vlGvHw8uvbpyqLC4IuHwy+fiTB74n7zoVJgU+TXj7LjA7JTYiqLq9\/diokIZUVFZwS7E19MVdeQpTnvhXxfu4hN09kRYdEuV\/3OboRXNnvzM6AC\/sK0xKCrx1BSBtjAckWU1DtMH9Hh3nbFQ2sAi8eSH75rLqspLwoFzS9MD2JXV2RkxBZlJaQmxBVWVoYfO1o8M3jmVEhRRlJIOsB5+HnPbhXVVqIOHR+UoyIjKKxywCz7iOFxKUzIoJc102J9\/cIvnHM78w\/xVmpWTGvU0Oeex\/ZAH4c9uBS0JWD6WGBxZnJ6aH+vie2ojD46mGowbEfKu9w\/6HdfMk4nQYOamln2Xdkv879uwyaMKiNixOe+w+fNlLHUJdfkH\/asumG5kZgw10Hdnfp7TJs6ggTaxPwTml5GUkZyT4j++rx6G+\/MQPadW2PR+S9h\/dRVldl8f4U36BxA1t3bG1qYzZ82kiEBhHm7dCzg2lzs2FTRoCKwSs6nd62S1s8fx8xbaRdW7suA7pZ21urqqtOmD\/R0MLQuVfHVs6tVTXUJi6YBINgw31H9TNrYd6+h7Oji5O0nLS5reXIaSNhx65tSwS\/hUSELWwsJi6c7NC+VY8hveCznLI8GDCI79BJw6CGtihHw5krZ6NTGXkZ6CA0O2zKcAwqPzc\/Mab+G+6sHKxnrppt2dLSzMZ82vLpZs1N0VzLQGfu2nloNXzqSA1dTQ1djTGzx4pJiMG3fqP7WdhZQucniDbPDXSkpqnWf\/QABWUFbUPtKUumYhlbOzQfMHagcjNlOSU5sxZm05ZOa6bZDBuAQRMG2zrajps7QURMGDuf4VNHqGupyyvKO\/fs0G1ANwTRh0wc2mdk355De2F2YBli1dIahcjIKsohY25jLiklKasoKyIm2rG3i2MnR3kleUVVJWMrY\/igqqnm0selZXt7YyuTOWvmopW0nHTv4b1btm2J6UO\/OA1QyOJndR\/U3aaNDfi9hZ0VziUUAk+ce0YWRpj3EdNHGloYYY4oN8bNHW\/V0kpUTLRL\/y4YGpQhGItTZycjSyOMQs9ET8dQZ85abo\/wp\/eIvhq6mtgC0ei07kN64qkI9IkQBAgCBAGCAEHg2xCoq6tj19aW0QXV9QxjYmKuXr3q7u4uISFRVpgvwGNwdRzOg00zXl49ot2qU01VJQirgKiEiLR8pNu16vKymooyOW0TmyHTBETE00L9VMzsZDX0TbsNFZXjvfBJp8loGiiZtAA5Ls3NgIcRj64UZaaIyiiWZKVlRoYoGlikh\/qX52fH+7rlJ72Je\/6QX1RMQEwCmkWZyVJqOkw+fgaTJaOpX5SRZN5zjKCEjJHLAPOeoyRVNLXsOxm7DKyprKgpK81LiM5LiDLvMdJ22ExZTcM3T+9Wl5eKyCgkB3mV5GTQGQzT7iM47BpEwaPcr9VUltfWVLNrqs26DrPoOao4K6UsN1PR0FpOx7gkNyPi4ZWsqGD9tj1tR8xWNrGJdL9eUZQHwp0Z9aogJR5wwbcfJzzIf5z5r7CMyJy8skK77u2de3SQU5JX11bv2KujnZOdfTt7dR118DADc5DXDvqmBsaWxgi4giJ36tMZ+mA5eFJv1sIcZAX9WNha6BjpiIqL2jm1tHOyExEVQaGGnmaHXh0RM3ZwdgCTw8SAMHXp39XSzpIKSdJpdLDkrgO6NW\/VQlhUBCHMtt3aderX2creGsb1TfQ19TRBze3bO4Bm8Qvwg8IqqioqqSohXAqSqqKugoboCG4bmBmAJCmrK4MdSslKte7YumMvF3iCiKOKhipFueCDibUJvwA\/KBfGiyYIRjp1cUKAVkBQADwSdA3WICBebbu2xSgkpCTsnFpKyUqjUFZB1qlLWxi0srdq1bG1pp4WhoaGQMncxkJFXQU6P0HAceEGOpKUljS3tRCTEINjDs6tUII8sHLp3allO3uA0Kpjm059O2NH0dyheTNtdTsnO34BAX4B\/hatbTAv4LiYMqeubcGAASYaghkrqfFWMo0GHmxlbw2bGJ2OkS5sYq9ibGWCfQ50HDs7tevWvkXrFpgmoNepb6fWHdtIy0rjXEIVWjFZTG1DHbSyb2\/fxqWNlr4Wt5DJhAV4ApuAC16hEHloYjow76bWpiJiIpgUzBSq4DDmDjs37KCwtUMJBCcJb2ZbYozqOho4aZ06t0U5xm7Wwgxk3d\/TD0HuVh24gKCcCEGAINDkESAOEgSaLgIcDi25iuUwZOqWnbtmzZo1e+22lbuPNmvhVFzDfUcUxEbJqHleQrScrglCtjQ6XUhCUkZTz7LvOF7wGIfSwlJywpIyNRXlLD4BOpPF4hdCK2rA\/CJiuq26FGckp4b44ml8cXqyoJikqIy8disXJSMrNctWDD6+oCuHhKXlBMWk3jy+JamiiQzaCopKlBVkIQMpy8sWlJDmE+CaZfELsgQEGTzOxBIQQC2kvDCPTmdIKDVj8vEzWKzyghxBcUlxRTXzniOExKSgoGpu5zxni6pZy+DrR6mAMfRFZBURzEaTlBCfp3uWghxLKjYry8+qramRUFRHd+irNDtdQExSTF7ZuFN\/CSU1mPqh8otJM1hmr6G9hk0eDuJCZ9CpoTKYDBAjSqgSgE9lqBQKDMZnPYcdtKU0kUIThxAEBbef2oES0CkarysQqfWHNwqJCDWUoBb6H3SHwo8FPnxc2LgEPUIHaePCxnnUUofokVKTlpdupt2MKkRKFTbOIE8JqtCKyje1lOsbkzuDlGNcbKnc+2nDNDEY9crIvK\/y3hHgaqyAXmCB0kAeU4aUOmycotUnyxvrUHlowgiV\/78plGGWkg+Usc2trq4ZPGEI2PwHVeSQIEAQIAgQBAgC34BAQVVdcLXkA4bhXabJM5rGM5p6YIU4CmGKzmAYdx6kbG77+vZpISkZOo0uKq9q0mWooXNf0Eoo1Av3jsUQFJeqKimsKHz3sXsUKxpZqVral+RkcGpqtBw6lOZkKho3N+02QsHAQgj0u0W7wAv7jDr2l1Rulp8SJ6msCU5Mo9H02vVIDw0oSI0vzc1MCnxi6NyHxqCjnEanc4WGhE57+yOlplVTVZYRGcyprWVXVioaWNSy2Rq27U27jxSVVcR9EzFsIQlpeT0zNOOw2WhXXV4SfO1ovK8bu7IiztddWErOtNvwiqICERkFJh8rPSKQXVVRVVKkZuVQXV7azKo1HJZS1aLT33UKI99dPks9v3tPnzRIp9MlZCTxfPyTtdzC7\/crICigpvXeLoRfkF9VQ7UxFft+vX2LJaAB+ZaWpE2TQQAz2H1wdzwJaTIeEUcIAgQBggBB4PdGACHl2jpaNYcrNRwam0PDIQqZ\/IJicsr8QiIth80pz88uzcnQa9vD68DqE0Ptnh5YRWeyBBEAFhLB4IUkZIQkpWW1DPiFRR9tnZsTx\/27RXyCwkISsix+QV3H7uo2bVGl59hD2aT5lZl9Lk3rlhjwlEaj6XfoLSqnaNihr6plK\/XmjpIqGiiE6Lbpptmy\/bV5Ay5M6SKna2rRawyDyRIFo2Wy6HQ6OC6fkDDU+EVEhSSlpZvp6jn1fHFq24lhdk\/2LTNo17uyKP\/CxE43Fg0pK8ih1XHC7188NarNswOrDNr1klDiRg857Jooj+vBVw+DWzcfOCkr+tWlad0lVTQERCQ0WrSNeHDp5MhWd9dNNGjXh19Q+OLUblfn9s9LekP7wT+\/mDT\/4NG9M19TXZORkoH0XdG35qoqq1Lik+MiYwvzCt6EvykuKMrNyvlWY394u+LC4vjo+H87yMqKymTeNyv\/24aN9ctLy9KS0mCqceE35EuLSzNSM77csKSwGOfDl3VI7d+OABk\/QYAgQBD43gioWTqMOcf9E1ryeqZDDjww6z7CbsScMef8Rp70cpm\/U1RWscO8bQbte6Nbl0X\/tBq\/VFJZo8f6U323XZLTNkKhfrvenRbtQkZR36L\/tisWvcfyi4r32nRu\/KUgWNNx6IQqDWuncVeCxRXU9Jy6d191VFpNh8b74RcSbT1+6YjjT0eefOY8ewu\/sKiEUrMhBx9IqWnzCQp3W3XEsH0fGo1u0XtspyV7GUyWRa\/Ro888H3nGp9uKw\/L6ZoP23hlz3m\/grptwks5g9tp4Bm4PP\/bYesBkmKLRaEISMoP33Rt3KdBuxByDdr2HH3sy7IhH1xWHOi3ebdZj5IjjT0ad9e27+aK4klq\/ndfHXgiAQTltYzT8ofIbkOaAZ\/4lRSXfjALaRr2OysnMeXzvcUnxt9tpcCD6ddSlo5de+r4MDQzdsmjzm\/AY\/2cBtDps+RpUaIV5hTHhMdVV1e+K\/qZcamJqSkJKbW1teFDovvV7vnLoBbkFMRFc0HKzcm+dv1X3PqQfGwl7GYYmH5dTJfHRCVdPXMFOiTp8+TyorLSMyv+rNDku2dPV88vOhAeH7VrDve78K8tEmSBAECAIEAQIAt8dAT4hYZag0OfMMll8TD7+j2sZfHx0JhPldDqdT1gEh8hzhU5nsbj6dDqDq0Cncwvrf+n8wqIQOr1xYX3dx\/8x+fgpU6hisPjgJ53B7RGHEJaAIB8vKI68hGIzA+feDPgqKEKnc43zCQoxWCw6gwEjUGCw+FgsrlfcPJPJJyTMYLKQ\/9Hyq0lzHS0nI+fqyStn958BtY18FXnr7E2MOT057dkDT1CiJ\/ee7Fm3+9Sek6DOSbFJl45ePLLt0INrrtWV1a8DXl07efXGmevnDp71cfc5vfc0ajNS0uOj4i4cOnfh0HkEGkFbUXhg0\/5b524iFljLruXUctzvuB\/dceThjYeF+dy\/EVDHqXty\/wlK7l+5B24NNnxi1\/Ej2w77Pn4OfYSTXa\/ed7\/tBh+gEB0WffHoxajQyJrq6sqKipzM7JLCIgSbQZkjQyJP7z11cveJEL+QC4fPH9y8\/\/qpqwW5+RjOHyaAxf2WGxBzu+WGSXl893F2RjbGeO\/y3ejQqNSElFO7TxzZeujOhdvgqSmJqY9uPsL8RoREYDq83bwObz10\/fS1xDcJj+96YCoxfTjMSMk4f+j8wU0Hrp+6lpGcnp2ehVWCvcedi3eO\/3PsuYdPeVn5w2uux3YexSlRVlIW5BMIZVS5Xrl\/79JdOOPt5l1RXsGuYd+\/fO\/o9iNPXZ+AfOMQjt0+f2vvuj3nD5yLCA6PehV5Zt9pTDGC2Xho4Pf0xd1Ld6+evBr+Muz0nlPut90x0Q+uP0ATZDCc0uJiTGJpccnjO+4Prz84d+AsTjnsxNKT0i8fu4TDuKi4irKKvKx3r4ihRyIEAYIAQYAgQBAgCHwbAvK6pm0mrfy2tj+01a8mzTQai8VSVlXOz80HxwIPvnflLgacmZrp4+ENUisoJJCZlqljoC0kLPTkngeIjrSMzI0zN14FvALLAa\/l4+N78cTX8\/4TFXVlHIJR8QsINNNWfxP+BvSLzqsWOgIAABAASURBVN0Z0es4HBk5mfTktJrqalDzayeuyCnINdNqhq7RV0z4m3MHzkjLSmvoauZm5t46e4PBYEhJS147eRWMELzN4457RnKGvJICj3nHiYqLIq+hq8VksRCAzErPykhNR8PrZ66VlZSat7AQFhVGOYxo6GgKCNZ\/dJT2Z\/2ISYo302zmcdsNjNnr0bOcTO4LKo9uPIwJjwEslRWVEtKS6rw\/hlddWQX0gKTbzUfBvsEXj1zQ0tfCTun+1Xvej7ziouKlZWVunL4e\/CK4ro7DZDE1dDWqKisxfbW1HP9nfs89vNGRnKI8k84Ul5JQVFZ0u\/UIMWZ+fn5wWU0djezMbB8PH3lFeb+nvtgmvQ4MBScuKSpNT04vKuR+ATuAx8mDEwz9stm196\/exwaVj8UHHl9VWRXg5Q+DdXV1WWmZV45fZlezsU26e\/FOdXVNQnQ8tl5g3snxyaVFpc8ePkuITpCW43nrG8zHz6eirpqRmnHz7I2amhr08suFOEAQIAgQBAgCBIE\/AAGEjRHAboIDYfxin+g0ASEBBpNZlF\/0Jiy6sqwCwUi4BMJUU10DsgtqC+JrYWclIiYCGtSqQ+seQ3samBk8ufu4trZWTkmuY28XVQ01WUW5Ni6OxlamCW8ShMWEq6tqEBp8HfiawWSoaqrJyMvqGOmAkIEbedx119LX7tK\/q4GpAWyiryeuT9S0mnUf1MPQzDAzNYPJZHbu16XboO6SMpKwwKnjILDavHWLDj07SEhJFBUUwiUlVSVjK2M+Pu6zADabXVPDjouKra6q7jawu4WdhYaOhkozZXllBZPmpsK8b75DL3+SAFVsQrBPAKFMSUjGTHE4HAywuroakyImISYtJ62pp2lsZYKdg7ik+IBxA1q2bQnonj30xEYo+nVUWlJq9OvoyspKE2sTACuvLA87ymrKCsoKps3NsNMAna2uqgL+FraWTl3bahtq8wvxS8vJoMds7FJS0hVUFAWEBM1tLVLiU\/Jz8hJjEiNfR+IMCfT21zLQnrRwUqe+nbG9gVcQHUMd2IQyzMZHxydEx+dkZPs\/8y8tLoXD1g7WPYb0EBQWYtey23VvZ+NoJy4pZmFj4dChddTrKO78Vldz6upQa9rCFN7KKcrFv4kTFBak1dUVFxRHvY6EEfRChCBAECAIEAT+OwLEAkGgySLA+LWeISR57uA516v3VdRVhESEaHQ6+AenFhysllbHdY3BZNJp3H91vGN+AX6Eh4WFhaoquX+VkcFkooRPAHFDFLNERUUQ+Tuy9XBo4GtNXS06tx0dOjBEp9ORQsDOBYUEoU1n0PGDkpKCEiEhIaoEDImP98Pi4xMQEKiproYCBGFFFh+Ln5+\/jlOHVmgLOojyBqmsqKLT6Hz8\/Nxa\/DK5r+lArUHhT8p4PfRaNX2FiLiomqZaHYdTh99aDiaujvcWMkZPZ+C84v6PUQMoBHq5WyMGA3gKiwiDB2Nb0mdEXwaDycfHArACgoIcDofBRCsamuEXDWG3orRCUFAQ2xgUetzxWD19pbikhHIzFXQEZTodWvRaNhsstrlD87GzxmEjBBYrISmO7kREhWEWGhAmi7u9odO5zxzQo76Jvl27lou3LkUetZhoCJ1rjYbTiZ+fDz8sFlNEVAQdQYESOo3O4uNj8bHAv4sKik7vPfX0wVMggLOCd25SWiQlCBAECAIEAYLA90QgLTH23plDTVwuH93TlD38XvPBpSnfy9Y32EF0NuFNvL6pPovFKispk1WQKSks8bjjHuQdVFHBpcUI90rJSvk9fQE+JqsoH+gd6OPhExLwypH35yQ+7JFOwyP7kqISPWM9sGruG65sNmwi6hwbEVNTzX2G3rFXx7DgUBiJDo0C9YEFBBcjXkV4PXoWHRotqyBXWlbm+\/j588fPwb9NrLl\/hw867wnY03vH3ANdI51aDvup69M3YW8SYxNl5WXgSfTrKAyQW\/2H\/NYP45V\/CBBGxL0gtwA7FiaTFeQT4HbzUWEe9x1xEFbEoROi4xJjEhqTTjS2dmiOSUF8V0ZeBgFpBjZEKOUJTgAUFuTkR4dG1fA+QCkgwG\/a3CToeWCQT2B0aPSLJ76GFkbKakqFeQVVlVVgtNKy0n6evrpGulS\/0vIyeHRgbmPx0u+l1yOvuMi4yvIKnm2ajIIMyPfL54F4VoDTCfMuKSOFDL\/g51+eoVNNP52Wl5anJ6UbmBigurysnM2uRYYIQYAgQBAgCBAEvjsCXaz0X\/0zs4mLrJhIU\/bwe03KLybNiEG27doO9BQBPMuWVvomBt0GdX\/p+1JIVMja3hq8CgqjZ4yJiYjJSsts3bEVm832euiJZ\/3Wray19LWNLY0BhJGFMZgTjU7T1NPCQ3mrllaRoZFqWs3MW5hXlFWoa2vgUXtOVi6e+wuLiFjYWTp1cnru4f3sgWdedh6ao7xz386+T3yf3n\/CL8Dn3N05Ijjcx927fXdnbQNtMXGxFm1sxCXEoAkPtfS1tPS0DMwM+fj5FFQU23Vtr6WvbWJloqim1KVf17SkVETNI0Mi4A+inqGBoWDwaPiHiXPPDkIiwn7PXti1tQP4jp0cc7NyM9OyHDs7gUmD\/to52QmLigS\/CAZEDrw\/jCevJG\/Wwhwx5n6j+gf4BDy88TAzPQuHckryAAdThuivnom+rrFeaOBrASFBnBUsFl\/LdvYauhpP7z\/1ffLcuYczMH8V+MrWyU5aTobJYvYe1iclMRWeWDlYP3v07NlDz+LCYltH29bOrV889S0uKja3MReXFId9MGwEtqNCoysrKjv16VyQX3j\/yj24h6CyobmRhq4mdOQU5dEFMuDuOElExcXgM0aEE6l5qxbCosIolFWQhYKVvXVz++atOrRKik8UkxTDKGQV5Fp3bIMqIgQBgsDvgADxkSBAECAIfAsCv5g0gwaBpM5cOWvwxCGTFk3WNtIZN3f87DVzRs8c0290f4pRdezjMmPFTPv2DuA3kxZOnrt+\/vCpI0CDUNKlf1cMulOfTq1d2tDpdLu2dqjqNaz3jOUz+47qN3PVbAlpCQQUB00cMnHBpOnLZyCP5++DJgyZs27+2LnjtfS10Bw+DBw3aO66eePnTzC2MgFdm7l6Ng67DuwGZfgwZOJQeWUFaMKmXduWYHLtezgLCgnqmejPWj2bcoPJZKJ81qrZ05ZN7zGkJ1oNnTx82NThYGBo+IeJobkhBj5h\/sSB4wZ3H9QDaMxaPWfk9JGTF03BvgKDBfcdP29C\/zEDEKofP3cCVQJYFFQUeg7ttWDjwsmLp3Tp3wVEFrsL1GKu23RyVFBWGDZl+NApwxGQximBXRA496iZY3A+jJoxGsjPXTtv3NzxOFXad2+PqbF3dpi9ak7vEX1GTh81Z+3csXPGKakpiUuJT1k6DeXQHDR+MHqEfUiPoT1x8pjbWtg42s5YORNn1MBxA0G4O\/Z2Ac+Ggo6R7tx185EBh+49vI+sgqyOkc6UJVMt7axgR0pGqu\/IfthEQQHedujd0aVvpxkrZg0cN2jq0mkt27WctGgyqogQBAgCBAGCAEGAIPCnIvCLSTNgpTPoCDOD8rJYLDqd+1AcfAjljaWhBPFF5Ol0rlpjhcZ5BpMBNTqdDjZMlYPRooTKI0UVi8VkMN4bO3xoKEFD9ALNfyvoBUK1Qgb9Uvk\/LwVEgAtzh2FidIALqCLTIMDzg5KGKihjrhsOG2dg7QPQ0AsKKVN8Anw4hDTo8Atyv6YRJbCJlDIFZaqcOqRSFMJnKs+HH34+Kv\/NKbpj8bFgFuk3GyENCQIEAYIAQYAgQBD4XRB4jzj+Lk4TPwkCBAGCQJNGgDhHECAIEAQIAn8cAoQ0\/3FTSgZEECAIEAQIAgQBggBB4L8jQCy8j0ATIs1XT1w5vefU++5xj3KzcqkvvuAefOa3IK+guqoaat6PvJ7ef\/IZrfeKs9Iyg3wC7166i8x7FeTgmxBIfJP4z6qddXV1VZVVJUUlHA4nNPD1lH7v3vTNzsg+set4aUnpJ83XsmsL8wtra2vjo+NWTFleVlr2STWqMD0pbeviLUmxidThv0p5bpyAG3C1ILcA\/TZuXlleefX45eunrzUuJHmCAEGAIEAQIAj8jgjgrpqQkHD58uUrV65kZWUVFBS4u7ufP38+IiICVaWlpaGhobdu3YqOjmaz2T9ngLj5FhYWvnjxAv3GxsbCjQ\/6Xcf7+aCwiRz+etJcWlz6OuDVS9+XsVGxOVm5IDHRoVH+z\/zio+LAg+Oi4tbOWu1xxz0lPrkwr+CVf0iAd0BOZg6nlvMm\/I2\/l39MRExMeMyOZdseXHOFcnV1dU0Nu45Tl5qQEuDlD0mJT6ksr4iNiI0OjQ72fRn2MgysDujnc7\/dLNrr4bOigvq\/G4dCIl+DAJBPjkvCiQ5s05LSMGVvwqJBc8E4Kysq71+5f2zH0ZfPX+bn5CXExMdHx2NzkpqYitmsqqgqzC1AVUz4G8xFRkoGjFA9+j7x3bXqH9\/HvllpWSmJyUmxSZi72MhYbIRyM3OgHOgdUPD2b5JXVVWlp6QlxiZCJ+p1ZHVlNXVu+Hn6RYdGwWZxYTFOlZfPg\/Ky8zC\/cCA2IgYW4ExVRSWEVlcX8iJ425It3u5e2JWlJaWhFuchyHReTl5BbgHlVVNOiW8Ege+IQHZ2tr+\/\/3c0SEwRBAgCTQGBxMTE5cuXX7p0af\/+\/ePHjz9x4sSqVasuXLgwffp0VMXExNy9e\/fGjRsrV65MS0v7OQ7jDr5v374dO3bcuXNn0aJFDf3m5eU9ffr08ePHr169Sk9Pr6ysfP78uZubG4g1CD0uUJGRkfCwuLg4LCwMhw8fPnz27Fn127+ngaqfIL+YNAMIv6cvjm47cvv87ejXXLqTEJ1wavdJUKjbF24nxydHBIdHvIpIeJMA8XT1dL163\/P+E8SkQaqObT\/y4vFzZKATHhwOhaSYRHDlzNSMvJy884fOe9z1eHLvybmDZ9+Evbl87OKDq64g2btX\/RP1OgrIKqgoWjs07z6oOzI4JPL1CLjdfHR632lQ5AuHz9+9dAeM89rJq0mxiZiF8tLyEL9gcOKE6HiwZOxtHt\/xuHXuFqYsMSYBjDYsKHTL4k2B3oH3Lt\/DFBcVFFH9ghaDeSe+iS8pKkarZw883W66ndx1IiI4wvWaK6by8d3HMEIpI0UkO+BZAOZ3\/8b92Ajh3Lh+6hq2QIe2HIqPikf5jTM3okOjC\/MK4yLjNsxfH+gV8PD6g3MHzka+iowOi2Kza8Gko8KiEqITCnIKUuKSXwe8PrLtiI+7N4wTIQj8SQjgpoi4zpdH5Ovru2DBgi\/rkFqCwI9AgNj8oQiEhITU1dVt3Ljx+PHjHh4eDx48GDduHPIMBgNVFhYWLi4uCgoK6urq3D\/U9UNdeWscNPf169ddu3ZdsmRJZmZmJI8KgyJfv3592bJlhw4dgmO4xVdUVOC6dPbs2V27doFDnzp1CvooDwoKWrtwGrTcAAAQAElEQVR27YoVK8CnAwMDa2pq3hr+Gf\/\/YtIMXvUq4JWRpfHwqcNVNdXodLr7Hbfc7Fx5Bbm0xNTENwkm1qaY2m4DuzXTahboEwgFGXnZJ\/cfP77nISIuOmLaSMdOjtYO1sIiwt0Gdm\/ZriUinYA+6lVkYX7B4PFDhkwcWlpcGhoUWlFeoW+mP3DsIBYfK\/xlGKCVlpPWN9Vv1bG1hJQEDol8PQLGlibBvi8RoA16HpgUm4Rtj7SsDINBB98VERPRM9LVNzXo2MdFVFwMc9euW\/uOvV1ysnIyUzNKikuwxUSk37lnB\/v29hkp6SC1VL8WthaKqoqd+nZRbqaCVvbt7AdNGFxRVu7z2Od1wCsBAQEZOZn7V++DqVP6DDrDsqXVyOmj6mo5L576RodG2Tm1HD1ztKS0pMcdj4LcfASbDcwNlJspgYKXFpW2696+17DeON\/io+NwSuBZRIvWNlIyUl36d9Ey0Gqmo65nol9VWfniiS9ln6QEgd8UATxpCQ4Oxh0F4aW4uDjcb+bMmYMwkqenJ8I2S5cunTFjxsmTJ3GnSUxM3Lp169y5c+\/du4entFlZWbhLgWE\/fPgQ6\/Q3HT5xmyBAEGiMQElJibi4uKioqKamJh8fH1a6srKynJycpKQkljz4tJeXF7hpeXk5+Gjjhj8uDzf09PRu3bp1+PDh5OTkvDzuX8woKiqCG87OzmDGYPAge8LCwi1btlRSUvLz88vIyOjRoweC0ODTIM0gCRiXhIQECqH241z92PIvJs14sg9yo6GjoW2graymzGQystIyRcVEpWSlHZxbqWurA1w6jS4gKIg7ASgUqpRUFfuN7JcSn6KorCgpI8XHz8cvKAB8BYQEWPz13yNWmF8oJi4mpyQnqyAjISlelF9Io9MkZSQhoMjU3xr8GAtS8j4Cnz2ytrcG6XxwzRVElo+P5e3upamvJSgkiAY4lZko4mOB5mJScAhKKqcox8fHx66pf1+KwWSiREJKErW1b1+iwjzikF+QHymdQYdBeWV5YVHhovyCmuoazLtyM+VB4wdjhaMXCIyraaoqqCiIS4rjFAIDgL6MgqyymlJ2elb7Hs4q6irHdx4L9guhLgSoklWQExEVAW9Gcwi\/AD+dweAXFEhNSj1\/6BzYfzMtdWyuUEWEIPD7IpCfn3\/06FFcMDt16iQlJaWoqJibm9u6dWuswRMnTmClGBoabtu27cmTJ1evXg0ICHByctLQ0MB4sVJevHhx+fJl3F+hjBIiBAGCwO+OAMgxm83GNhiPmxDilZWVLSgoAEUGe1ZVVcUNd8CAAfPnz4+JicFm++cMVlBQcOLEiUOGDGnWrBmILzxEv\/CtuLjYyMjI3Nwc\/B63eASe\/\/nnHyaTCVqMITg6OqqpqSFGHhUVNWzYsClTpnh7e48cORLsGc1\/mvxi0sxisSQkxSNeR2SlZZUWl3A4dc1bNQcHMrYycenTSUNPEzSXwWSkJiRLSEuCBAsICoBMd+7X1aZ1i9Cg12gFDgS6xuJjJcUkNKCGhtkZ2WmJaekpGempGRq8P\/lG1WImOJzarPQstKVKSPpvERCTFGvRuoXrtfvturYDZwWYqhoqTD4W7DBZTFFxEYT5y0rffeCPjn0PflHdSLgF9HfHEtISFeUViBC\/K6LR6HS6nKK8qLgoenHq2rZz3y5CwkK093+gIy4lLiohFh8Vn5ma+TrwtZW9NS4EExdMwmOKIO+AstIyTl3dtVPXXvkFZ2dkSctKUwYkZaRqqqpzM3Ne+YVUlFW079a+qKCIw+FQtSQlCPx2CJw7d27w4MHbt28XERHx8PDArRE3G1NTU+xg7e3tqdvkoEGDxo8fj9vSmTNn8IS0e\/fueEiKGxXWEWI5CEt36NDBzs4OK+i3G\/7nHSY1BIG\/FwHElXNycuLj47EfFhMT09XVDQwMBN1EIfbPiPLKy8tja43tNOTnwISrDbzq3bs3usY1Sl9fH\/2CSWO7jm18SkoK+D1KDh48aGtra2VlVVZWhngZFECRT548iUuZsbFxx44dT58+HRER8ejRIyj\/NPnFpBkkuGU7h9cBr1fNWJEYk4hAYJtOTggfLhgzb9H4hZGvIkGYeg\/rs3vtbk\/Xp606tAn0CZw6YMrGBRtaubQB+5kzfNaisQtSE1I69em8b+P+07tPIjYpLCKsb6xv1sJs9YyVyycvNTQzMLYyFpcQp97XEZcUp9fRb5y+\/vT+Y1pd3U8D+g\/rqH33DgjcOnZua2RpbNXSGnFcAQF+aTlpJpOpb2JQXFC8a9U\/xYVFKMHAmSyWuISYkIgweCp2ONKyUijk4+cTFxfDrgl5iJKasqKK0u7Vu96ERUtKS9IZWFZ0MQlxTV1NbJPuXbk7uc\/E7cu30Xg8m2tQShwpGoLBq6gp27S2eer6ZNbQmThhWru09nbzXjh2\/pvQaIf2rUTERNAowMv\/2D\/HdY30DM0NKfsy8jJGFsa71+wqKSzBhm3FtGUIXVdVVtFodJxFNPJDEPjdEAD37dGjB+4lU6dORVRm+vTpnp6eWJIYB7UbBBWGYGkhkIwbJEI7VC0UIChBTDorKwtRahwSIQgQBP4ABCwtLfGgCdeEDRs2HDlyBPtqHx8f7Jx79uwJ5nrt2jUQ0EmTJmGr3LJly58zXoSN0W+LFi1WrFgxatQoFRUV9CspKYmHY3fu3EHkOykpSVxcvE+fPuDNCC2DTGNLj1YITouJiTk7O4NVz5kzp1u3bhhaly5d0PynyS8lzTQag8mwa2t3+OaR3Rf27rt6YPLiyWISYmsPrD9+\/+T20ztAfAHE+PkTDlw71HdUPwdnh90X9x6+eXT9oQ3gvqv2rDnpenrbqR3gbQPHDzp6+9ikxVOGTRkxdNIwPgG+0bPGHr1z\/MidYxMWTFLX0Zi\/cSECkLC2aOuScXPHj509rtfwPjQ6HSVEvgGBFm1aHLx+SE5JDg8E5m2Yr6CsYONod\/zeSZjSNdbFDK7Yvapj705n3M6hRNtAe\/bauT2H9tp2crtLn85Hbh9DoWlzs1lr5mjqayEPAZFdvHXJxqObMS87zvwjKiaKHdT8jQva93Du3K\/LgeuHDt44vHrvGmhCmmk1w+zDLPILNy\/uOax3y3b2\/5zfffzeifWHNkpISQwcO\/Cfc7s3Hdti5cCNOtMZ9M3Htpy4f3LSosnWrVpsPbkd3fEL8M9bPx\/5oVOGweH9Vw\/OWDkLJ9jEhZMGTxgCy0QIAr8XArg74o6I2AxCNbj9WFhYvHnzRkFBAbef+\/fv42aDoA7uSQg44Tns0KFDEYR2dXV98OCBl5cXWDWe1eI+hBIICPTvNXbiLUGAIPBJBLBDnjt37osXL6Kjo7Gpbt68+ePHj8PCwpYuXYpHUhMmTPDz83N3d1+\/fj3izZ+08N0LESzr378\/ot3+\/v6TJk0SFBREF\/Bz0KBBuDRhq4\/yTZs2zZgxA0\/Dbt++\/fDhQxBotEItGDbiAri4Icz85MkT1OKyhuY\/TX4xaabGCfqCuCOVR4pYCJ7CAyDkKRESEaIy0BQUFqTTuWQXTAjkGLSbqvo4OghNRJ2p2vdSOg0NEeR+r5Ac\/BsE6HQ6i\/c+BiYL8kFTzGbj6fug9nOHTBYT8\/vJWkwWQtSfrGooRKc4B+AYtwRTzM+HEuQRUW7frT2c5NYyuGcOCinByQPLyKNfFm841CFKiBAE\/gUCTUwVURk8srS2tu7VqxfiNwsWLIiNjQUPBqVGhObp06djx45t37497kNaWlrQxA1VR0dn+PDh7dq1A5murKxEELqJjYm4QxAgCHw7ArgOCAgIUO1BUrGFxj2ROpSQkJCS4j7+pQ5\/WgqyixBy\/S37ba9CQkLUSwEoQBUO8TQMJUhRcu\/ePQTIsb1HHrVojsxPliZBmn\/ymEl3fxUC6trq05bN+KuGTAb7NyOA6BGiOGvWrFm8eLGamhqgGDNmzLp161q1agVOjPjNrl27EMLBHcvQ0HDlypXbtm2bP38+Hs7iUSnurFAeOHAgjKAhEYIAQeDvQqBpj3bYsGHY8P9aHwlp\/rX4k95\/OAIIJyPG\/MO7IR0QBJoSAnjWScVm4BRCMgjVIANBOeJMyFCCaBMeCkGBOiQpQYAgQBBosgg4ODgoKyv\/Wvd+MWmuq6srLiwuzCusqa7JSstKTUhNS0qrrqr+MiiJbxKiXkcF+QSVFJXkZeehVWZqJprUceqKCopwSElpEfcLHGAtNiImMiSyrLiMxvvgH7oLDwpDQzShJDsju6SwBHkox4THQJCvqqyKCX\/z0vdlUmxSbW0tSoj8UASKC4quHL8MwBv3gsKYsDf+z\/xzMnIal\/9teTJeggCFQIsWLYyNjak8SQkCBIG\/AQG3V7GtFh9s4pJfWt6UPfxe58kvJs0gqddOXDlz4HR8dNzSSYvXzlo9feDUYc5D7py\/Vcv+LE8N9A589uDZ9dNX0eqflTuWTV66aPyCoe0Gx0a8uXDo3OzhszYt3AgJ9PYvzC9YMXXZ+rnr\/lm1Y+7I2THhMfHR8RN6jls9c9XSiYtDA0NB2f9ZsXN055G3zt8ABT+wcT\/0Zw+buX3J1rKSMh\/357fO3XrlH9LwHcPfC\/ff2g6Hw8GOAvscpGw2GzsfpMhDUAV5dOPhw+sPSktKMb+ogkJNTQ2nloMMSpBy21ZUIg9lCBqiBPoxEW9yM3Ow+UEVUqCUlZ7l7e5z6eiF5LgkHBIhCPwcBJatXC0gKs4vLNrUpFO3Hq2c2jU1r+CPiLjE\/v37f87skF5+XwSI59+AQAdzHe+Nk5q4SIsKN2UPvwH2Tzb5xaS5sU9MBnPN\/rWXPK8MmzzizqU7oKqoLcwvTE9OQ\/gZglB0ZUUlCjX1tQzMDKxaWouIiuDx4tg5Yw9eO4Rnkd5u3njO6NTJcdPRzRDHLm2vHL1Mo9EPXDu078oBEyuTcwfPnDtwtnXHNkduHzOyNH4d8CovM9elj4u1vTWNRnsT9qYgr2DV7tW7Luxxu+OWl5WrZ6JnZWeprqOBJ5hQIEIhEBrwekKPcSd3n1gyftGJf45nJGec3Xdm8biFi8cv9HH3xkOAKyeuXDp68cSOYyi5ePgCJm73qn+euj7JTs9eOGZ+anzKqukr54yYvXTikoBnAS99Asd2G7N\/4\/4Lh87DPjh0sF\/w8snLMtO5Tw8kpCT0TfRatLKRV1ZALRGCwM9BgF1V0WPN8XleuSt987YE5u0Myt8emL\/WL2+Bdy4K\/508y5l2P2bKnai5ntmNG+Jwlkfq3Gc5jQs\/l+cpp32lcoMR6E+89nra\/diGku+SmemWPPlm+GyPtMbWHGduqqio+DmzQ3ohCBAECAK\/BIEmRJqp8fMJ8PH+LLYIQowoiYuMAxWmJMAroCC3AIVQaNOpTd9R\/UTERBG2DAsKxWN9MUlxy5ZWOIyLirt\/+e6Dq\/erq6pjI2N1DHUEhQVZfCxtQ5305PTUhBQdI10JaQklVaXiwiJZJTlDCyMGblvPmgAAEABJREFUk4sDIp2iYqIS0pLaBtoCggKlxSX27e17DutlbmPOZDHR7x8t\/2JwVZWVeTl5jp2ceg7rjcj943uPA7wDOvTqaGVnfe\/yXQVlBT1j3Q49O46YMcq8hcWLp74ZqRmBz4Oiw974PX2h3EzluYcPnU6bu3aeobmhn+eLvOy8rLRMU2uTboO60+poMRExN8\/e6DG4p5KqEnwCV7Z3dhg0YbCalhoOiRAEfiYCMgJ0M2aOXNQjiaDLUmF3LGnpUnz1\/eNSw+F89mlYvRLvP04tO+z+Bf\/zu2sqy3kF3CQ\/OTbM9WLgpQORblcK0xO5RZ\/5RUcZEUGhd88GXTkY63W\/sph7DYTNz6i\/V1xbVem2bW6E25WGUg6bHf34ZvJL74aSf5upq+NkhAd6HVmfnxL7b9sSfYIAQYAg8FsjwCWLTW0AtbW1uC4LCnO\/Zk5IREhKRkqaJwg6gvt+7G1qYtqNszfA4XRN9Og0upCosKyCnIyiHIPB4OPnq6mqf0O6pqpGXEoCRspLy9BFVWWVgKAgk\/mODQsI8NPq6thsNuLZSMHIP+6LlFAI0Bl0hOGV1ZQAWnJcYi2bnZ2WBcC1DXRAfPn4+TFxwqLCTl3aIroc4vtSSEgwJyPb282rZduWMZExukZ6Wgbauka6RflFVVVV2JO069ZeWk6aU8d58cS3prrGsqUl1RFJCQK\/EIGWCqxHhzY\/vHklKirq5OED3ldOKNJLGXRadUWZ74mtaa9efI1vdRxOTkxYRmhALbv+WoRWRRlJuQkRYMAeOxb6ndkJHRR+UgrT4p\/sWQbSXJyZkvrat6I4\/83TO8HXjtZWV31Sv3EhuHW8r1tubERDIbu60m3r3MALextK\/nWmjlaSnZES5FVRmP+v2\/6MBqQPgsAfjkBWVlZsbGxRUVHdV\/yBtsrKSmiC81CggNsUFhZ+\/J2SUEtKSsrLy6Nscjic3NzcxMRE3KDRsKCgID4+vuFREozAgeLiYlR9TlAbExOTkZFR9xVOwqW4uLgG+3AP9tH2A+MwBa+Sk5Mpr1ALt6GJQuTRPCEhAaaQh2AI2byfhrGj8L9L0yLN5WUVuZm5j24+FBQS1DPWw\/DEJcURuZRXUYDIKsoKCNV\/0SCqKAF7c+rsBHly\/zFiljQ6TVVd1aF9K\/u29gwmw6aNTVRodHZGdklRSVhwmIGpAeLKka8iuSHnxFQFZQV0RNlBKiUjVVlZhQh3yItgBp2hptUMhUS+hACd+yOvJI\/\/NPW1OvZx6Tmkl7CYML8gf1F+IbuGraqpioAx4tCOLo6V5RWZ6Zl6pvqaelqpiSn5OfkZKeniUvV\/qZHqBbBb2lmWFpU8vutRVlKGCDRVTlKCwC9BoIJd5+jSdfDMpT2Gj5eVlT2Nn9WzKooKXt084XNso+e+FUmBnnAsIyLQbeuc28tH+57eDjaMkuzYUI9di24tHel9dENxdhpKKAm9d\/bllcPgsipmdg5jFtqPms9gMosykml0Oo33kxbq575jfnFWKu+ImxSkxufGR0o10241YanN4OmVxYX+53b5HN3otm1ubU119JNbruum3F87OcLtCruK+\/ZaTWV5pPvV++um3Fs9IcH\/cR2HAyuluZmBlw6khvjWcXifhuYlKKckPTzg0ZbZd1aOC713Lu21n+f+lZnRIXV1nPLCHJ9jm8ryswtS454f33R7+RjvoxuryrifmaYakpQgQBD4mQjU1tbu3r176tSpa9eunTdvnre3N0oaO+Dp6enj41NTU4NCsMawsLBFixatWLEiM5P7uiPY9rp162bPnh0cHAyFBkHtsWPHNm\/ePGnSpIsXL8ImjEyZMgWHGzduvHv37urVq9FwyZIlERER4NYHDhw4cuQI3ADTbTDSkKmrq\/Py8po7d+769eunT5++Y8cO0NmGWmTKy8uPHz+el5eHPOTZs2erVq3asGHDwoUL4TBYLw7nzJkzfvz427dvQ6FB7t+\/v2bNmuXLl8NySkpKTk4OnJzJ+zl37tz+\/fu3bNkyZsyYW7duoQtXV9e9e\/fOmjXL3d0dLjUY+Y+Zn0ia\/5+ntZza5VOWLpm4GDHLUTPHKKlxn86rqKuYNjcz44mBmYG4hPgHZugILYsID5syAvHj4zuPYbIf3ngwsc\/4ib3HP77z2LFLW01dzZVTly8cO7+6qrpT306d+3VJS0pdNmlJeWm5kaUxg8lFAEZoNHozbfVmWmoHN+7ftWbX8CkjECulkZ\/\/jwBd39QAcmT74bWz19y5eBv7EAMTgxdPXxzYsA9R55bt7LmB5O7tpeVloCYqLurY2SkjNXPeyDkedx9b2FqIiIm864ROw6R0G9jjzP7TZ\/edPv7Pse94rr\/rheQIAl+HAEhzczPjJ9fPbVq+ENfrZs2a6RiaMlksGQ09OoMp1UxHXEG1MC3hwaaZaRGBCvrm4fcvBl7aX5yd5rl3VZyXq6q5nbSaNp3BvcjQaLSkgKdeh9fL6hgxGEzw3eBrxy7P7FXLrmk5aj6dTocCpLwgNy0soLqc+80\/OIQo6JnLqOtGud94uHFGeWGumLyKgKgEv4iYmmUrMOzHuxaza6tpDPqz\/asSA59APy8hGvna6golIyt+YVGU1FZXhT+4CGVROSU6vb4jlFNSXVHquXdlcWaqrJaB\/9ldKa+ep77yDbt\/gV1ViU4zIl6yBIRwmOD3RNHQAkHxMNcLVEOSEgQIAj8ZgTt37mzfvn3BggXLli3T1NQ8ePAgRWGdnJxGjRoFjrhw4cLJkyeDKdbV1SFem5+fLywsjNBsWVkZXIWylJQUwq9UaBYllEhLS\/fu3RtmjY2NQY6hfObMGV1dXVDeBw8esFgs8NIJEyYkJiY+fvxYQUGhb9++OAwICADHpSw0TuPi4vbv329iYrKU9wMWfvXqVT8\/v+HDh7u4uFy4cAEeogYWnj59ioampqawj8LU1FQ3NzeQ3ZcvX4IZOzs779u3D0OADiW2trZg\/AMHDoS10NDQs2fPIpgNGq2mpgbHunbtiuEDFuwoBAUFW7ZsCQINTogNANX8u6T1V\/PvYusbjAgICoyaNWbakul6JvqHbx09\/fDswRuHFm9bamhuyODdaej4YdDplNA\/vNwrqSmt2L3KwdkBT\/ZPuJ5asWvl5EVTr\/vePH7vJMS5p7OElMSMVTPXHdhgamUKGwh\/Kqoq7r64d+eZXcv\/WaGpp0n5jIZDJw8TEhEaPm3klhPbjt0+3n\/sAKqKpB8j0KKN7S3\/OyjXNtBevmtFq46tZ66ate\/KgfUHN4yZPZZOp7ft1m7bqR0zVs7CnmTA2IHbT+1E2H7WqtmLNi8SFhFW1VD959yunWd37Tq\/u00nx1Yd29wPeQBrcoryi7cuxa6mY5+OF55cGjN73NQl02ENVUQIAj8fAX4GzUigvIW1VXhIUHV5KcI28fHx4vJKfILCCnrmTH4BBT0zKTXtlBCfwpR46wGTzHuOUm\/RJi3UP+z++eyY11YDJlr3n2TUcYCoLHf\/X5iZ7LpuqnmvUc0sW9HodCaLX1ypmaSqVkVhfvj983V13HgwxqjbusuIo49lNfWRp0REWn7AzhtGHftHuV+\/s2p8cVaqsJSskISMrmO36Ke3GUyWZZ9xVv3Ggx\/HeN6r43AQZuYXEW8+aJpVv4nKxjZ0BiM1zP\/17dPGnQdJqmjQPryI0lKCfXITozgcdkFSbGluJo1Ol9UyinK\/hiGHXD+m59i1JDst9dXzmoqywuQ4Tk1NyksvyjGSEgQIAj8ZAQRNDQ0NbWxswGjBIDMyMrCZB81F0HfXrl1gmVpaWgMGDFi8eDFunSCOrVu3hnLD17S3aNGiQ4cOH\/\/pIigoKytraGiATOvr61dWVoK\/goh36dIFFDk9PR1MFI\/aqqqq5OXlYTYqKqpfv34wDmsfIwBqXlRUhL7gpKWlpZGREUK\/J06cEBMTQ3y6bdu2PXv2hB3Ev+EbmoPHw76cnBz6RXeRkZEWFhZmZmYgx4WFhfAEOpTAB2gKCQnBYQkJCbD2zp07W1tbY+DoEY5hCGlpaYCIwWCUlZVt27YNnHvw4MFAg7Lw39NfTJoxAAyGDj5Lx7WdwWAy8IMSlH+lNOgjA4EprhHYYXKNwgiDwZBRkJm0aMqUJdO0jXRRwsfPJy0vjRR5StA31SlSKVkpYTFhZKgqkn6MAMAByCjnZhhcnJERlxQXFRdFhipH\/Jh6AR2a\/IL8KMQhk8VCBoK8hLSEoLAg9CHQQSEEeUpQwifAJy714YMF6BAhCPwcBFgMWlFpWU1NDRVW0dPTKygo2DprTOST2zTeaVpbU1PH4dAZTBqdxqmp5rBr6mprcciuquTUsmsqytk1VfgfOnCYxS8gJCkTevtMUTr3yxNZ\/Pz6Tj26rDio69g9xut+XmI0jfdTU1VZVpDNYbN5R9yktoYbSO64cGfnZfsKU+LSXr+gMxic2hp0B8ZMq6vjwA02u45Tx+Ctryrw+1p2TWV5LVyq5drhFxLBYZz3g0rehwhhlAP\/qirhJxThZx2Hw+QTUDZr0XbmOs0WTho2bek0+uPdS8oL83SdekCHXV2NviSbaXdYuMOkyxBYIEIQIAj8fARAK0EcqX7BHUFvnjx50rx58\/79+4NEKioqIq4M9gnqSengQkVlqBSHECrPTRv94kJ3+\/bt4ODg+fPnU8V1vB\/k8T8o6dGjR2G\/TZs2KKmqqmrXrt2LFy+uXbuGww+EzWaD1EKocjiGEDUs9O7du1mzZjACxiwgIKCiogJvKZ3S0tLDhw\/LyMiAUqMEPSJFnALeUnkcUgJGfvnyZVBqBMWpEqSUDrxCGBuEHiFzFMINdXX18vJyxONhCiXfRRjfxUrTNwIyLasoKygk2PRdJR4SBAgCTQGBcjYtiSU3f+W669evb9y4EbcrPASUkFWoLi9hsvgkldWTXz7LjglVMWkhr2sacv34q9un0sMC1cxb6jl1UzCwCLl5IvDSgUj3a6U56TQaTVRaof2czbXVlY93Ly3Ly0wN9Qu9fy7i4ZWC9HhZLUNEjqEDSQp8envpqIK0eOQpyYwK9jv7T7jrhazIEEllTUkVTSlufDovzPWClm07Jh\/\/q5sn0BduGzoOnXCP0bbvyK6uCrpy8OX1o+nhAXUcjryOic3QGYl+HuGuF8GeYTY\/LS7g4l5Iwgt39K5oaAnWXllSXF1WVl1WombhIKWmHX7vvHGngULiUhKKas0sHarKissLcmurqiqK6t9EpJEfggBB4OcigMCtn58foqdghLGxsYgZgx+XlZUVFxfX1XE\/qcDHxweaWFv7\/7\/YBzolJfWfT4A1T0\/PkydPzpw5E2QUfBeMNiEhITk5OS8vD8HdHTt2xMTEgIxKS0tD2cXFZfv27Yglu7q6Uv02hgGcGMZBlJGii9DQUFNTUyiAN6Mt2DkYM6oaXnSG\/wgJh4WFLVmyBLxZW1sb\/WIU4eHhGA6sVVdXozkEYYs9e\/bgKjdu3DhRURD2xYkAABAASURBVFGYBctHF\/ANUCDwfObMma1btyLcDq9wuZ43b97o0aMfPnyI7tD8u8jfQpq\/C1jECEHg5yBAemkiCIQXcjR7Tpy8+TCiI7GxcTGxsQw+gaLUxJdXDzP5BeOfuz3ZszTK\/YaguHRmVMjTvStKczIqSwoT\/Z7wCYmUZqc\/2bUE4nduF7h1UUZyVmQINBNeoNXy50c3ua6bcmfFmOL0ZAFRidC7Z1+c3gEJvXcu9ZXvyyuHkack6PLBF6d33l014dXt0\/wiohmRLwtSExAkdts6NynoGb+IWPiDy69unQZ7zoh4+eLMzsyIlwgtR3vc8tg+3+\/0Dg67Ojc+oig9qaayIujq4Rcnt1dXlObFRT7dsxzy7OCaiIeXBETFi9IT4erTvcv9z+99fec0dGh0emVx\/ovTO0JuHK8sKaouL31xctujrXMDLx6I9bpfUZQf8egyatnV3E8fNpH5Im4QBP5sBHr16oVHXuvWrQN39PDwcHZ2HjNmDNjnqlWrEE8NDg7W0dHx8vLCPr8xDmCZjQ+RRwnY8P79+5GHpKenI5CckpLi7e0N44hhW1tbP3jwYP369eCscXFxW7ZsYbFYx48fB7cGQz1y5Mi+ffsyMjLs7OzQ\/APR1dVFHPru3bt79+6FNVlZ2SlTphgaGiJC\/M8\/\/5w+fRqMHF2cOHECltEWA0FUAkwaJVTgHDwY3PfAgQMtW7bEoIKCgqAGuXXrFpg9alEFko1ewOw3bNjg5uaGzQMYM6rA4zdv3ozQNeUA0IARhOTR\/LvI30WaczKy05LSYiJiivKL0pPTYiNiC3ILsCP5LlD+PUZqqmvysrlfTFNeWp6blZuXlVdRVvFlGMtKSgH4m7A3xYXFVZVVaJWfk1\/J+1M1sIZDSooLimt5fwkS8xIXFYe0jvdhf+ikxCdnpmY2gFxeVl5SVEJ1yq5hoyF0UJudnpWamBobGYtecEiEIPBfECirqQsrqPXIYdaYdeq4eHfnpftsxyyUUFEXlVU07zGi89K9Rh37i8jI67bu3HnJnq7LD7SZvELZuLmwpIx2yw4uC\/\/puuKg45RVykbWln3H2Y9ZIK6o2mLwVOc5W5pZtTJy6d9l2X40aT9ro46DC5pQgoadFu9W0DOjDpFqtHDqOH87TLks3GnWfbikUjNVM1unaWu6rjgoraZj0Wt0l2X7INb9J4grqEBfQqmZdf+JKOmy\/IBJl8Gdl+4z7zlKTtuozaTldsNnyekYwQG0paT5gEmSyhqaNu0obzvO367bpguMWPUd32XZfhUzO+QhSoaWrScshcGuy\/c3HzhJ066d07Q11EjpNDqN\/BAEPoMAKf6+CIBuIuhrZmYmKCjYr1+\/QYMGIfYMxqmvry8hIYEwbd++ffv06YNMQ79WVlaTJk3Ctp8qUVJSmjx5MiwUFhY+f\/6cKkTUdtiwYSi3sLAwMDBApBnsHPbRdtGiRebm5qDIiC6jCgxYTEwMYV0OhzN16tQhQ4aAf1NGGlLKGtyAHTgGQg8KPnz4cNhEc7BbOTm55cuXg99DAa2aNWsGEtypUyfKPlKEtKEGC4gTR0dHN7zWjA0D6Hvbtm2hIy4uDrNr1qzB0GAcMmnSJOibmJiAtYPiAxAmk9mhQwcEsJFBR99F\/i7SHOwb7PXI68rxy4kxCT7uz6+evBIT\/oYiXt8Fzb\/ESHRo1JpZq0BSH153XT933aaFGxeMmXd2\/xmsos8hkJGS4ePmc\/HI+bTEVH9Pv9UzVv6zaue62WtePPENDXy9dOLifev3Qu5cvF2Qm3\/\/8r21s9fA4JbFmx5cf1CQW3B857Hty7atnLYcVaDIgd6BG+etRyHyORk5Bzbu37Z0C6YSvQf5BHk99Lp+6lpJ4Ze+QhKaRAgCX4mAoJiEWY+RRD6JAJP\/w68B\/UpUiRpBgCDwDQiAho4YMWLs2LHdunUD+wQdbNOmzfjx4wcPHgwqrKGhgUzHjh0bLIOSOjk5gWJSJZKSkiCdqqqqCCEvXbqUKpSWloY1BK0pAQ8GEwUjh9kWLVrY2NhQ5UjB0dEWXaAKTUCCKQsfpHCsR48e0AeLNTY2RqBXU1MTBuE5WvHx8cHDgQMHqqlx\/2YZmDo0KQEPpkYEBj906FBtbe2uXbu2atWKsm9vb0+pIdXS0gIz7tKlCzR79+5tamqKFOUQEGhEsjHqcePGwVVwaKr5d0l\/MWkGzXrt\/2ruiNkzBk175RdSVVG1Z83uES7DZw2Z6ePuE\/IiZPOCjSBGRQVFKPe47bZ37Z7da3bPHDyjqrxq95pdY7qO2rN2d0ZyxsXDF0Z2HD5\/9LzYiJgv4CIoLCgiKiIqKiIoLCQsIoy8kLAQ\/W+MlHwBpP9fVV5aFh8dX8fhIFqsrq2+fOeKQeMG3zp3E\/K5xji5hUVFAL2gsFBxYVFdHW3h5kVGFsYedzwyUzMS3iTM37AA0m90\/8TYpBtnrk9aMGnehvm9h\/d1v+12Zt\/p5LikGStmDZ8y\/Oqpq+lJaSwmU1FFqaigEBuenIxsDR0N9IvYM1JMqLAoZlaYj58fh0QIAgQBggBBgCDwJyEADooYLahtw6BQ0nAI0tmQb1D4OINAbPPmzT8ubyiBHdy4P2kKVQh1N2h+LiMgINC4OZyEUMoohxEq\/8kUA4QyUlBeMPhP6lCF0IE1Kt84RSGqvtxLY\/2vzDO+Uu+\/q4HffGyksrzS9ZqrvqnBqr1r9M0NgrwDvN29Zq+cbeto++yBZ3x0XFJcEog1m81OSUjOy8lPikssyMsfP2+Cj4d3WFDogg0LR88ck5aU5n7Hbcn2Zc3tm9+9dIfq6PFdj62Lt2xasBGyf\/2+6NBo9N6mk2P3wd1nrJqlb6rfdWDX6StmmLYwozPoqCLybQiw+FjiUuIOHVphEn0fc5\/1JMUlHdx0ALBT4nrlPixr6GkC8Lnr51Ff88fh1GakpCe8iVdUVRQQFODUcfye+vp7vkAcOik2QVZBTlVLDVsaVQ0VERHhVwEhyuqq8sryLds7cGprK8rLLVpaKqkpYUXBspGVsbG1CdY28hCnrm17Du05ddl0CWkJHBL5BgSoFfQNDUkTgsBPR+Cv7pAs1b96+v\/b4MEpqXvofzPzw1vDT8gP7+arO\/h5pPmTn17kF+A3a24e\/jIM1KqksCT4RbCVrZWlvZWlnSW4cl72hx\/TZrKYvYb2MrE2CfAOsLSzMjA3FBUXTYxN4NRyPO8\/AQ+rZddSL7OCDfce1rvviL6Qzv26qKirfDUmRPFfI4Brt7CIEJ8AN7grpyjXqW8nwE6Jlb31B+agnJqQum722vKyCpfenYREhGl1tDfhbyC52Xm1tRx+AT5qkWBJCwgJ8PHx13E4aIVnDjBFZ\/y8kxbd\/Xz55Er5mW78cgd+5mBJXwSBb0bgl6+UX+7AN0NHGv4rBPJKyv1jUpq4VNfWNlkPo1Ky\/hXgX1D+Yfzjoz4RLf6ojIbIefNWzXsO7e3\/zM\/X47mopFhhQWFZSVlJcSmDQRcVE6muqi4uLM7Lyq2prmncXFxSvDC\/sLysHFcNMXFRsCsLW8tug7r3HzOQj48PmpkpmZGvIiNeRUBiIrifP0Mhke+OALYrFWUVb8KiI0IiWjm3hv3ykvKY8FjATkl6Cvf7tlDeICDEqpqqA8cNYtfU5GTlgBBj+sbOHj9m1jhre+tmWs2yM7Kz0rLAkrPSs2DcvIV5QV5BaXFp9OsoBpOppKbcYOqPzNTUvHeq\/\/wxfnKp\/nw3SI8EgSaOAFmqTXyC\/hj30vKL7wRENXHpam3QZD30jUr8XifDjyLNIEYfuFhVVQUa9EEhLjqv\/EOS45OERUUQp3RwbgUqfGDj\/nuX7yqqKlnaW4uIiR7chMN7iB83fouibdd2YGMHNx24cOi8jLystLzMgxsPvNy8kmKTEI1GL8ZWxl0GdO06sBukfXdnPM1HIZHvi0Adre5VQMjBTfsvHb3UxsXRsZMj7MsoyLTr1g6wU2JuY47CDwRPGGwd7TDFdy\/dwYxzOJy96\/dA7ly8raKuiv3PmX2nT+0+eefiHV0T\/fY9nFksJrdk76lWzq2wR+Jaa3Q2IPvx+cbV+Q1\/sUawUj5w\/IeO7mPjcABufODDX3gYcvOE+\/b57tvnk\/T\/IuB9ZENOXMRfdZJgjWClfDDkj1fTBwr\/5fBj43AAbvwXm6Ttb4GAmbri2iEdiHwbAmsGO\/exMfhgoj9eTR8ofO7wR5Fm9Ef5hJQSECOscJQ3FhaLpW9mYGplOnDswFbODpp6mjNXzbZ1tO3cr0vXAV21DbWnLZ\/eqkNrlz6dkGnt4jhm1lhNPS1Y0DHUmbxoSsu29qbNzXRN9JB36uxkbGGsocf9TBgUELwEe4Z9CDLwAYVEvgsC+qYGq\/eswSanU5\/OkxZOxrz0G9VvyKShwqLCsA+oAThgpwQTgcLGYuNoi1ZSslKDJwzuNay3tUPzjUc2OTg7QIwsjOSU5PqPHdC1f1dRcZGU+GRZeRnlZkpDJw+zaWPbf\/SAPiP60uggyTTsrwZPHMri4\/6JQUVVRfSua6zXuJffNI81gocn9Lc\/GAWySH+oUF0gpeSTS\/WHOtA0jSsaWGrZdyDyNQg0s2otIiXbNOfxB3lFluoPApaY\/VEI\/K12v+9S\/YGkGRNEp3P5DTKUVFRUILRM5amUwWSoaapZOVib21qISYozmUwDMwOHDq1s2tjIKyvw8fHpGum26eQILmVkYQxupGeiLy4pjrZgS0YWRnZt7RDIlJCSANtu1bF1izY2sIZaIj8UAQlpSSt7a7BhVU21Fq1tmrdqbmRpLCYh9pWdyinKG5gZ0ul0RVUlU2tTpDBCCeZXUEhQWlYap0T3wT1X\/rPKzMZcUFiombZ6G5c2tk62kjKSVC8KygraBtrwAYdCIsLahjo4DZD\/rQWrA2sEyDSMonG+ofBHZD7oCG7AmR\/R0W9kU9HAQqtlRyJfg0Az69bC0vK\/0eT+R1ednJyEhIQar5rG+f9o\/MvNP+iILNUvw0Vq\/3IEcCPDGmm8ahrnvwGcH0ua4RD8axCE0BQVFW1sbFCCqgbBIaThEEzog8OGqg8yH6g1PvxAkxz+dggICAooa6hgF4SINZxnMBl\/6vxidJDq6urS0lKsEQyzQVD+06ShU2TgRklJCVz6ab2TjggCvwsCWBdDhgyRl5fHSmmQn+l8Q6fIkKX6M5H\/O\/vCOZaWlnbjxo3Y2Njo6Ojx48cj82Uo3rx5M2bMmMTExJCQkCVLlvyql4iwVL\/7XfXHkmYsaUoYDC7jQWpsbNynUx8pliQ\/g59BZ9Bp9C9DT2oJAn8wAiw+Pg6Hw2azy8rKiouLcW3CGsGSoVJkID9n+OiIEqprpHAMLuGKA\/eQ\/1VXvZ8zfNILQeDLCOD8xyrAWqCWKg6xRrBkqBQZyJctfK9adEQJ1TVSONZElur3GiOx03QQQPRk48aN3bt3P378+MGDBz08PKKiopKTk8PCwsCJEcfFuQccWLCpAAAQAElEQVQmDcHNorCwMCYmBuVQgBpCvLipQTAcSi08PBw6OPxxgrWJFdGwVNE71giWDJUiA\/kvvf9Y0kx5Bhch8BiCjABLQFFIQUVIWY5fTpIlIc4SI\/KDENBU1jQwMMCJ+x+lR88eP8jDv9zsgH79caEpKipCiqWO1YE1AkEGQi2fn5miUwgcgCADl0ARKPfKy8v\/41n0ezXX19e3UpfVE6om8pUI2OqoaGho\/F6z\/PXelpeXY5FSawHrAqsDawSCDORnLlKqL3QKgQMQZODSX7tUv34Sf1NNAUadobL0r3Ie3Bdh43379l2+fHnt2rXt27e3t7cH9925cydKcnJyQkNDD\/F+oIa48tGjR1EODt2qVSt+fv6qqioRERE4jyaHDx\/etWsXdHD44+RHL9UfS5qxmBsEa5vJZCKlRIgpKCMgRbFnEGgiPwIBR6s22CAWFeFS\/59k3959P8I9YnPJ4iW4dmBPTC0KpEwmd400rBpkqHvkj07RUYM0uIEMBO7BScQb\/tM59Ls17ty582gHg07S5US+EoGJLjYODg6\/2zx\/rb84\/7EKsBawIihhMslS\/Vr0iN5\/QUCMRethqfVfLPyXtmpqalu2bNHU1KSMSEhIzJ49u3\/\/\/uvXrx8xYgTWgra29gLej7KyMoJ0qEV5375958yZA7qspaU1YcIEhJlhYf78+WvWrIEOZeoHpT96qf5A0ox7MO70SCFAlhImk3uhQZ7JZKKcCEGAIIC1gBUBacggT8FCrSCkP1TQF+wjhaBrShqcQQblRAgCTQCBX+wC1sIHqwOHlE\/UCkL6QwV9wT5SCLqmpLFXKCdCECAINF4U1DJBSsFCrSCk3yY\/kDTDIcpFpHCXGgNSFouFlCpBhhIcEiEI\/D0IUKc9lWLUyDReFyjBqqEE6+gnCNUXUnQNZ6i0sUsopARVRAgCfw8C1GlPpRg1Mo3XBUqwaij5CesUXVB9IUXXcIZKG7uEQkpQRYQg8PcgQJ32VIpRI9N4XaAEq4YSrKNvlu9Emr\/YP+UlPMYYkEKQaSwflzSuJXmCwJ+HwMfnPEogGClSasl8cVX9kEqqXzhAuUFlkG+Qj0saqkiGIPBHIvDxOY8SCAaLlFoyP2Q1ftEo1S8coNygMsg3yMclDVUkQxD4IxH4+JxHCQSDRUotmS+uqq+q\/OGkmXKUSuE3vIeA\/vPx8SElQhAgCPDxcdcC1gUEa4RaLFT6VYv4OylRPVIp3IAzEMwOHx\/XPWT+CiGDJAh8HgE+Pu5awLqAYI1Qi4VKv9Mq\/CozVI9UCjfgDARe8\/Fx3UOGCEHgL0eAj4+7FrAuIFgj1GKh0q9aY59X+uGkGV1TjlIpvMcYKPnLJ5UMnyBAIUAtB6RYHdQyoVKsnZ8sVL9UCmfgEiWUnyQlCPzlCFDLASlWB7VMqPQnr1N0R\/VLpXAGLlHyl08QGf47BP7uHLUckGJ1UMuESrF2\/qP8DNIMFyl34X2DYDBECAIEAQqBhnWBDLVYsGp+iVC9w40GoTwkKUGAIAAEGtYFMtRi+SXrFJ1SvcONBoF7RAgCBAEKgYZ1gQy1WLBq\/rv8JNIMRymnkWIADYKxIY+UCEHgL0GgYZjUmY+0QbA6KMF6+YVC+YC0wTFk4DaVIkOEIPBXIUCd+UgbBKuDkl+4TtE15QPSBseQwdRQKTJECAJ\/FQLUmY+0QbA6KMF6+S7y80gz5S68RwYphBoVZpTKkJQg8Fch0HDmYy1AqHWBtIlIg0vIUPPS4DB1SFKCwF+CQMOZj7UAwQqlUmSaglDOIIVQM9LgMHX4g1JiliDQ1BBoOPOxFiBYnlSKzPeSn02a4TfG8IEA9w9KyCFB4M9G4JPnPFZHk5KPp+CTbn+sRkoIAn8MAp8855vUOoUzH6P9Sbc\/ViMlBIE\/BoFPnvNYHd9XfgFp\/uQA\/phpawIDIS78Bgh8chX8FoW\/AbjERYLA90Pgt1iVn3Ty+2FALBEEfgMEPrkKvnthUyHN331gxCBBgCBAECAI\/M4IEN8JAgQBgkDTQoCQ5qY1H8QbggBBgCBAECAIEAQIAgSBJojAN5HmJjgO4hJBgCBAECAIEAQIAgQBggBB4IchQEjzD4OWGCYIEASaOALEPYIAQYAgQBAgCHw1AoQ0fzVURJEgQBAgCBAECAIEAYJAU0OA+POzECCk+WchTfohCBAECAIEAYIAQYAgQBD4bREgpLlJTV1ZWtirtMom5dI3OPNnjOIbBv6JJqToj0Mg7cHODcdef3JYP\/vMz4\/1iy38pCekkCDwpyLwhQX4M4fcRNz43JCDji3f\/yDrc7Wk\/NsRIKT5a7ELPrdh3vJ6WbR+\/7Gn0RVf2\/Tr9WLdrzz0Sf16\/R+rmXRnx6fJQdbDDW+hACaLth6+\/CKxERpNaxQ\/FiNi\/Y9EgFMY6XZqw\/r69b5873n3hLKvGOg3nvkV\/sc2uKV9yj73xowlVi9rd+284ZNW3qCY5X\/fwzWCsOYGQEjmByLww0y\/f5LjzrLz4W9M9l6fr1+tGMjqLVvO+SSxKeQ+M8zGN9OVW1YfvOafx9XPctv\/zg5MUfJJZEqj3c\/tX76ad7FavWXDwYex1VwL\/\/3389el\/277N7ZASPO\/mDzpNiO3rV2ybe2ClaPMa3yuHX3+3W9X5iNXLxig8y9c+pGqhYlfCnprDOVCsWTb6jkL+hlXeJ3fcC7oLW9uUqP4kQgR238mAmnu+\/cfCxF0HjVzE07ylTMn2TF9Tu479vr\/8uZvPPMTU3j3yc+Aadgf1xyubJrSzaYycOfO88H1vFmh04wl0+0lP9OOFBMEfhsEGk5y7h12tovCb+P4pxyVtp6P68baJZtmdjUs8dlz1u\/tnZH2mWG+vZkuHTNAJevywWuxNJpChylcKGCnvwbtrcFtHyOT8XDL1mv+LOtJ8xdAf9P8Ab1tNKT5P+XVvy\/78nXp39v7Q1oQ0vwNE8kSUnHo3lwkKSGOalyR8PDgZt4+b+3+Uy9zqUKkJWHXtqzlli\/afck\/6uGW+m0id8fZKILb+LDRI5XX5+edC4KFDdhBrrwUCnM0Wv7LS\/UGN596UB\/6QvP9dyKCTu3ewt2Yrt1\/Oarwndrua5H191cajZPrf2n\/opVcf1YffxhbX85r\/ubV5b1bFmEvu3rHQTcqgp744OAp1wxazJ0dqzfv2OP9+Z0\/Q1Ba02HkVBeN+IenAqk3SxqNojL8zsFd1CZ40eZTnhm8YSApj35wfMeitTuWr92yfDO3iw13omk0NDzvX\/rq8k6uk6fCoJfmjz00D8N53KG9ZS1ccHxi3U6tBjjLN6w+7plWyjNIDcH7k0E7WCNCEPj\/CFQEuj8o0Bg6faCNiggL6iwRleYDF3SViXz4NAmHlOS\/W3GNljxO4HePRN8tw3erlds4\/+W1ndTlYvWWY\/45wVf2nw9j57+4hIW2+kY4V+MzvywZbYfB4waopZ67TN2GsXg3NFxJsgLPb9nIuwis3LLlRnj9fZpa9Wu3rF6\/ZdFG7kJbfdInn0ZDHGuDW2LS02PLcUHYzQ3sVby5t3M77yJALSgO5QRGdN7n7fWNt4QL31t39WqUMkkJAt8PAe5F3i\/p6anVvOs\/9x7aeGtZ\/Orybt7Z\/u6exe3606vgi6beX4+8Wwy1arA0uGuh4V5Jo7ET3XHb4t5lsMQyWRLcHr\/wy5I07t5ZXywuLuoLSo2r+GUNu9oaVmbFfv5+21idRst1vxFU0XzgkoG2KsK8a5WwhqGVvvRbpYoUj08wk8\/clN+\/Jtx7+tXXpbe9\/S3\/E9L8jTPNrq6lMbinKa3Q8+DpOJUh3H3ettnW7HvnbqTwbGY93HMly3AUt3zTGJ3QG0HZvOJ\/kaR7HnguOXTxkm0rB5qi2ZtrO11rnWZzY07rhsi+PHnVn+Ko8OBGtOEYbkcrOwj4X9i\/M1JjHFqtntJHMu6Ua\/1tOPLG8Tts26Ur0XzBKIW4g\/X3Xdgt9LwWpTFsDjeoNteW5v3gAdd\/jU6T+jlJ0nS7z1m5cM70Vv9v5y9sbW\/Eio0B8YXBRiKoYOUydCW30yVLHdl3LnJvzzRapf\/la34yXdctn7N2+dTuSmyaSZ8l3fV5zTJdTwZK95mDTfNIIxTIqLTpuXIpfF6yaZhC5IVbwQ036SjP6xxH7nBW9jXM89m53aOm\/RQMYdMY\/fyH9zyL0ZYIQeBbEIiNSROzsLUUfK+tUHMLw+Lol29Zc6RP\/YrbNMm44t7xc2\/eU+YefG61ovxWls4g7hm+bfGY3iZylv2n9NGhSdsNxEJb2duY2\/ZLvyI2dtqshETEoj7QElexHzqXexHYtrynRuyt87y3rpNcz10uM1+6dMHKpQumWwmWKDgsGOUgzWtZHHLrUp7F7OVLtk3jBvaE5I27j+VdBFZPcab5nPJI42khSbxxh915LtbggnEGhXcO7r\/OabUUrVYOMSvyufw9n7ahLyIEgUYIvPG4VNVqKff6v2CceublO9RekasQ6RmuMYK3iOY68L2g7lnc8k+uAm7F50x9uB5FoPyZe2Vl8KXLngKOS1fjjjxnpFSI+9urAZp8SRhMHlH4ksq7uurKGhww8PsVkhP0MkPWobX2Z1QLfZ5XduYRhk2j1NNu3asnDJ++KXNtNLomdHX6d9clbvO\/5PcrJ+cvQeNrh8lO8rgewra0NkeDrIDwYiuX7mq8dSFqa29U9TqEG4FO8g\/P17N9W249oLUslP+dFEs4DGuvjkctvFkKDohW6dDHRpRrg6Xm4KCU9vJ1PWuWt2tPlYtZGOhwRGza2UrDHYakjYUqOzmVu2vlBD1\/LdOpr7UY1xRLvbWxSlzYy\/rWNOnmrWwk0YBGE3Ww0i5LTPqW106kxUVpmZncvrgONvzKqmjK8kzTxDRVpfPz0rk1efkFNFVNfV65iLqSaElaUgm3HL+V0s0HOavzCAvXVUEVNRUWN0NjaWqocgqzcqDDE4Z2ZxcNrgWWvq2BIE3TtjuvFUvNwko6NzaRp0MSgsC\/RiAtLZMmJMxbZo3bMhRVpCvzi+qLpG0cqRXHknPsbMEKDnpVX\/H2v8+s1kof72ihVj2pc5XGLyst\/LbB1\/8vISrOyUv7aKUJKWmo8POssPR1lWlZWVzWm19YJq2mwVv1NBUlSVpaKreUp8XmqPbpbc27UPCOJTV0JFncHENSR00yPzuTm+f9mrbrqs6tYelYaIhxVJw6aHOXJEvD3kQyLYl7reNpkYQg8O0IRF7hPl3kPixdvmGDW8NJqtGBOtloLB0bHemU1IbrOncBUqerqK2p+rt71idXAc+tT5r61HrkfOZeWRnkFyXq4Fx\/D1VwsjPlLgqe7c8k7LzwG7fC2WYmpm8VPjPMt9Xs3OA7frEqxjZyb0u+\/H9GXjZDQkHys0qGTl25\/IFGw23RVDwrJpnS\/ORNmVv14TWBW0Z+P0SA8WHBx8ek5C0C+c9OUat60flUqzFTh+pxK9KzC0v8L1HlSI+FsEuKPd5U8QAADIlJREFUuaQzv7hSWl6Rq8H7FQOn5GX+RSKtqvPunpqWlU2LvbMDXfBk\/500Wn5R\/fMqGTmFerOCgnw0UWmp+qN3\/+XkZnGybrz9YNO8rT5ptKqStwxAQUGlQZOPSauo4D2iaij6+gzzI1V2lv+Nwxt4L2CsPv4Kz4V5GjLwMLX+dluWlFEqJKcoxqug0SR1NUXqs\/iPUxj59PwWqvlmjxiUNIikpPzbvKCgoJjU568cb9XI\/wSB74VA4yUjryBBy\/lgu\/i51ZqHRde47bf789GVu+SNx7G9vBcwNu+4HltvWFpSJD+l\/kO6aRmFNDlZhfoaGk1VQ6eREXaO3+WDu1bz1treF9wr2FtFSYWGWzguL6KSCo1avdUh\/xME\/hMCjV\/2XdJBpd6WpIxyw8mG57rVVW\/jPDSFz9yzPrkKuNY+bepT6\/Fz98qi0nyapMK79SMpI8o1\/Inf\/KCty7l7gGUHPfPN+i5o9Pjo08OkJZ7j6c9bffwpf\/slExylP2H0G4okVd55S+NjsCsp+D59U+bZf\/+awCsiyYcINJySH1aQ448RqP8g4FwHlcqyYoZIg0J9+Vo8weTJUOuGqu+babzktq1d8u7i8l43QsKC7x2\/PXj7aYN6P6d0arSi3up8+\/\/5xaU0OcX3TeZ6Hj12p9x6+vw53EfPY8zfXgsEbQZ01Qi7tGj9juXr97mybSf1pN7N+LD3yBuHj72WGDiX13xhe90P698d8wl+eszvNEiOIPBVCKioKNIqyks\/1OVkpuULSn\/uLUZ+wXfb27ctv261vtX++v+LSosZMioNRJZq+ObalnPR8j1ncBfawjl93n6YWL1zP+dKn+Vrd6xev+VgjMLYYY5vd6dUs7dpoeeevZ4lNiOp5tPsPr8F5Scr7S1o5P+mhsBnVsG\/d\/O\/3Svffm5v09IpY530qec8X\/ShvruxFrSsIrbQ15MyJRl5TlF+8Rdtf1j5uZvyh3rk+HMIfP38fM7C31cu6TikDc3nCvV6Lk0asZy01PqP3TQCQ1CQVVxY2FBQUfmxClVZWVFNZb6c8qKzKQ2Pp76s\/FGthKQ0Iycx5aPy71VQ7uP5mmZpaf6+vaTYNMm3z7NoNNzs31aXhASGKjiuWzpn7dIFK8c4qnz6NExLSmYbOnVVp56CFZf+u4vD277I\/wSBf4WAjq4Kzs9IznuNKgJDIsX1rdTrC6mXH6iD7Kwilpzs+2RUhvssJeXj1SojJlH\/4gTV9t+nZT7e0TSTdw98KQtZSVkVDS+D0QqL377tRIt\/4VOmP33pnJVLF6yd1tfwY2pPtU9OS5M072ZVz5W5G2CqnKQEgd8Hgc+ugs8O4VPr8XP3SglRaVpp3rtb+lfeuD\/b98cVhl1dDFM8LodVflz1YQl1LKevK57r49vwNgtV+uX0szflLzcjtQ0IfJqtNFSTzCcRUGjb06E2iPqsjLqDhUqC56kXWWyeKjsvLo23rgxtjIXCPO+k8IpLg857NLyEyL2hxoT4lXDvyuykhw\/9ynkt\/08iaGOvz\/a\/f+MNzzqNXZH2xW+E+8CaoK2jWZXPjVuRVASNXZaWkvY5Fv+2qYiQEC0rI+3t4Wf+h6nX9\/bs8kwzaN\/H4AMdSWnRwsQEnsPVcXcev3v9UUxTVT7Bk\/t9HbzHUquPe6Zx0figOfeKlpoQzUWQnet\/LyiLnK0fIEQOfwACQs2dO0nFndp\/LTiDd\/fCGR54acu9PEMXp7ecmZYf6OlfyDsxU+5dCmTaNv\/gA3yfW62CVjbaFS\/uPUjiWa7OTcvjZrgb7IzM\/7ceseRf3Th66E6W9sCuH3RHE5cQoKUnxvI8yg98+LThYqOooVEdvmcl92HxvOUbFjX+Op3G0EmIiBWmxvIuDuykew8iuIYa15M8QaDpI\/DZVfBZ1z+1Hj93rxS0ttLO9bwXRN24s7y9X37VjfuzfX+iQtB8QGeFyFu3QrlXhU\/Uf1Sk0amzdsXzc3vcwvOp0Ft1YVZG7hevJJ+9KX9knPZ116WP2\/3hJYSGfNMEM1S69zGueHbPE4RQ0nH6OAc+\/1MUBVx90iOSCvOodZ3eUybyJPdrcRYdjzVt+fY9LZqgzYCeVoWeq3EnW73bldG++4dc8zMu6fVd0F8l8QbvO89X7thww69+nXxG\/YNiw94TRmpnXd7Ou31uPHTuRe7\/uzFK2nQ2F\/Lnvsa95d1NuMFqYv1rWGv3HXyWqdph7MrB1kINlfUZ7U499Yt5X9K+aKe3eM+upvy8CjwLPhpnOI732ee1SzYtHviZj+ELOnR2UIi6xgV24+VEy4GdlXjNm3BCXPsjEFBxnjJlpH6p63HeRwhwhr+gOU+YOtas4Y0s2U6D9CNPc2sXnUxS6Dm0dwObbhj\/Z1arkMnA2V0lXp\/ltp238fidGO7t0bC9o27Gw+UgtZfCGww0ZN5+eGjL6tM+WUoOs+cPtPwoYCzUvFN3maSjqzfMW7njaIrJuPay3Oac8Mt7PGkuEzZRb2Qtn9BdMu6U6ye6oKk7D7CourOVe3FY7yE6oD\/1IV2uDfJLEPgJCLw9ybln4Lz672b9191+ehV80cyn1+On75W4cfd1qPJcz7tx36iw6\/SVN+5GDvzfYQpZ9euuFHf53qcWaSM7DVn4v3Kao3j0wy3UB5Y2Hj72NO6Ld\/bP3JQbLDbKfPm61Ejx78oS0vy182059P13iNV7rlw9wZH3PJOl5jB2Bu\/LntYuWTt3grNavU1pq4ELlnPfct40Y6CNNF99Kf4TNh5A6a+cM6mDvsPgJWPNUAqxHrv27avGZkM+\/iZzMZOesxdyDW5bjYetA03F0USl0+yG5jiEhSGW+J+SxkYYkqZdJ1Df\/rZt+ZwF\/c15D5Q\/aE5rPEwh9a6zef4vcFKg7NWnCi5LqNswUq4nY3s3V6DeoeApwIf6UQgZ9K1HYOFIRyXjocu5vmUFhSdp2XbnfdkF9FnC2hryNN6nD981RDlXlBwnUeNdPmWAgYrjpHqztMbjotEUOkxp9Hr3hyPi2iG\/BIF\/hQBD0rDDyCXc77paQq01BxWRtwZwgk1w1rQeSS3h5VNGWsm+rXrv\/0+tVq4C97JAWV65YBL19rCk7Vjeeb5p4AchZPTFW+9YaNzt5ZRJXW0brTRubf2lg6HiOGYOlxyvXrCgt7FKqwncFRER5i9o3K25bP3a5JfVURKlPg2EJbPtvY9eiBj2nrJpNbcv7utSBn031de+vySx8Bv9eYWPjHBHR37\/DAR+4ii4p\/E23hlen1Ln2PsXeRrOvbXc2weNxtWvP+15Xr67Z31yFUDns6ZQR\/vEemR88l5Jownrd6JW2Yc3bq6d+t8P+qovxX9ct+sHSA2WGua7cUEHIuIwZsnavo2uA581CGWusORsR06bQy3ebSsXLBlsK8Ytfn\/lNgLtkzdltPjEcv7sdQnqf68Q0vz3zv2vGrmCigwrMdqf9ywYPuBxsNsbEUODhkg8yogQBH5DBMory2ksoY8euPyykajKqhTG+afUB57YhX53\/Qt19Bvdj3+ZZ6RjggBBgCDwWyJASPPvNW1\/hLcG3cbZ1Lju3LBo\/ZZFK7esvlNkNXRk77fh+T9ihGQQfxsC4adWb5i32Ydt396G+\/ynaQxfsv3InjKRp7fMW4uFtmH1sVdiLmPHNRdsGs4RLwgCBAGCwO+HACHNP2vO\/t9Dlp\/lR1PoR0Snw8iVy5dsWrpgE\/ftjiHOerzXXJqCa8QHgsC3IGA8ciX3RY7ZnbWbTqAZ46h\/9LwcC4375tiA916jQv0vFNI1QYAgQBD4\/RAgpPn3mzPiMUGAIEAQIAgQBAgCBAGCwE9G4CPS\/JP7J90RBAgCBAGCAEGAIEAQIAgQBJo8AoQ0N\/kpIg4SBAgC34AAaUIQIAgQBAgCBIHvigAhzd8VTmKMIEAQIAgQBAgCBAGCwPdCgNhpSggQ0tyUZoP4QhAgCBAECAIEAYIAQYAg0CQRIKS5SU4Lcep3QID4SBAgCBAECAIEAYLA34MAIc1\/z1yTkRIECAIEAYIAQeBDBMgxQYAg8JUIENL8lUARNYIAQYAgQBAgCBAECAIEgb8XAUKam\/LcE98IAgQBggBBgCBAECAIEASaBAKENDeJaSBOEAQIAgSBPxcBMjKCAEGAIPAnIEBI858wi2QMBAGCAEGAIEAQIAgQBAgCPxIBGiHNPxReYpwgQBAgCBAECAIEAYIAQeBPQICQ5j9hFskYCAJ\/OwJk\/AQBggBBgCBAEPjBCBDS\/IMBJuYJAgQBggBBgCBAECAIfA0CRKdpI\/A\/AAAA\/\/+NYX65AAAABklEQVQDAOGfCkc8uY5HAAAAAElFTkSuQmCC\"\/><\/p>\n<h3>T\u1eeb ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean sang s\u01a1 \u0111\u1ed3 (Tr\u1ee3 l\u00fd AI)<\/h3>\n<p>Tr\u1ee3 l\u00fd <a href=\"https:\/\/www.cybermedian.com\/introducing-visual-paradigm-ai-chatbot-the-worlds-first-purpose-built-ai-assistant-for-visual-modeling\/\">AI Chatbot<\/a>ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t tr\u1ee3 l\u00fd th\u00f4ng minh hi\u1ec3u \u0111\u01b0\u1ee3c ng\u1eef c\u1ea3nh v\u00e0 thu\u1eadt ng\u1eef chuy\u00ean ng\u00e0nh. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 g\u1eedi y\u00eau c\u1ea7u nh\u01b0, <em>\u201cT\u1ea1o m\u1ed9t s\u01a1 \u0111\u1ed3 l\u1edbp cho h\u1ec7 th\u1ed1ng \u0111\u0103ng k\u00fd vay v\u1ed1n bao g\u1ed3m ng\u01b0\u1eddi d\u00f9ng, ng\u01b0\u1eddi \u0111\u0103ng k\u00fd v\u00e0 quy tr\u00ecnh ph\u00ea duy\u1ec7t,\u201d<\/em>v\u00e0 h\u1ec7 th\u1ed1ng s\u1ebd ngay l\u1eadp t\u1ee9c t\u1ea1o ra m\u1ed9t m\u00f4 h\u00ecnh c\u00f3 c\u1ea5u tr\u00fac v\u1edbi c\u00e1c l\u1edbp, thu\u1ed9c t\u00ednh v\u00e0 c\u1ea5u tr\u00fac k\u1ebf th\u1eeba \u0111\u00fang \u0111\u1eafn.<\/p>\n<h3>Ch\u1ec9nh s\u1eeda s\u01a1 \u0111\u1ed3 v\u00e0 tinh ch\u1ec9nh qua h\u1ed9i tho\u1ea1i<\/h3>\n<p>Kh\u00e1c v\u1edbi c\u00e1c M\u00f4 h\u00ecnh Ng\u00f4n ng\u1eef l\u1edbn (LLM) th\u00f4ng th\u01b0\u1eddng th\u01b0\u1eddng y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng t\u00e1i t\u1ea1o to\u00e0n b\u1ed9 \u0111\u1ea7u ra \u0111\u1ec3 th\u1ef1c hi\u1ec7n m\u1ed9t thay \u0111\u1ed5i duy nh\u1ea5t, Visual Paradigm duy tr\u00ec m\u1ed9t c\u1ea5u tr\u00fac h\u00ecnh \u1ea3nh b\u1ec1n v\u1eefng<strong>c\u1ea5u tr\u00fac h\u00ecnh \u1ea3nh b\u1ec1n v\u1eefng<\/strong>. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 \u0111\u01b0a ra l\u1ec7nh \u0111\u1ec3 &#8220;th\u00eam m\u1ed9t b\u01b0\u1edbc x\u00e1c th\u1ef1c hai y\u1ebfu t\u1ed1&#8221; ho\u1eb7c &#8220;\u0111\u1ed5i t\u00ean t\u00e1c nh\u00e2n n\u00e0y&#8221;, v\u00e0 AI s\u1ebd c\u1eadp nh\u1eadt s\u01a1 \u0111\u1ed3 ngay l\u1eadp t\u1ee9c m\u00e0 v\u1eabn duy tr\u00ec t\u00ednh to\u00e0n v\u1eb9n b\u1ed1 c\u1ee5c v\u00e0 logic hi\u1ec7n c\u00f3.<\/p>\n<h3>Ph\u00e2n t\u00edch v\u0103n b\u1ea3n \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI<\/h3>\n<p>C\u00f4ng c\u1ee5 chuy\u00ean bi\u1ec7t n\u00e0y gi\u00fap thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa c\u00e1c y\u00eau c\u1ea7u ban \u0111\u1ea7u v\u00e0<a href=\"https:\/\/www.visual-paradigm.com\/support\/documents\/vpuserguide\/94\/158\/21306_modelingandd.html\">thi\u1ebft k\u1ebf ch\u00ednh th\u1ee9c<\/a>. N\u00f3 tr\u00edch xu\u1ea5t c\u00e1c l\u1edbp mi\u1ec1n, thu\u1ed9c t\u00ednh v\u00e0 m\u1ed1i quan h\u1ec7 ti\u1ec1m n\u0103ng tr\u1ef1c ti\u1ebfp t\u1eeb c\u00e1c m\u00f4 t\u1ea3 v\u1ea5n \u0111\u1ec1 kh\u00f4ng c\u1ea5u tr\u00fac, \u0111\u1ea3m b\u1ea3o r\u1eb1ng kh\u00f4ng y\u00eau c\u1ea7u n\u00e0o quan tr\u1ecdng n\u00e0o b\u1ecb b\u1ecf s\u00f3t trong giai \u0111o\u1ea1n m\u00f4 h\u00ecnh h\u00f3a.<\/p>\n<h3>Tr\u1ee3 l\u00fd h\u01b0\u1edbng d\u1eabn AI 10 b\u01b0\u1edbc<\/h3>\n<p>\u0110\u1ed1i v\u1edbi ng\u01b0\u1eddi d\u00f9ng mu\u1ed1n ki\u1ec3m so\u00e1t chi ti\u1ebft h\u01a1n, m\u1ed9t tr\u1ee3 l\u00fd h\u01b0\u1edbng d\u1eabn d\u1eabn h\u1ecd qua m\u1ed9t tr\u00ecnh t\u1ef1 h\u1ee3p l\u00fd &#8211; t\u1eeb x\u00e1c \u0111\u1ecbnh m\u1ee5c \u0111\u00edch \u0111\u1ebfn thi\u1ebft l\u1eadp c\u00e1c m\u1ed1i quan h\u1ec7. T\u00ednh n\u0103ng n\u00e0y cung c\u1ea5p th\u00f4ng tin t\u1eeb AI v\u00e0 l\u1eddi khuy\u00ean h\u1ecdc thu\u1eadt \u1edf m\u1ed7i giai \u0111o\u1ea1n, ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t gi\u00e1o vi\u00ean theo y\u00eau c\u1ea7u v\u1ec1 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p t\u1ed1t nh\u1ea5t.<\/p>\n<h3>\u0110\u00e1nh gi\u00e1 v\u00e0 x\u00e1c minh ki\u1ebfn tr\u00fac<\/h3>\n<p>AI \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t c\u1ed1 v\u1ea5n chuy\u00ean gia, ph\u00e2n t\u00edch c\u00e1c thi\u1ebft k\u1ebf hi\u1ec7n c\u00f3 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh<strong>c\u00e1c \u0111i\u1ec3m l\u1ed7i duy nh\u1ea5t<\/strong>, kho\u1ea3ng tr\u1ed1ng logic ho\u1eb7c m\u00e2u thu\u1eabn. N\u00f3 c\u0169ng c\u00f3 th\u1ec3 \u0111\u1ec1 xu\u1ea5t c\u00e1c m\u1eabu ti\u00eau chu\u1ea9n ng\u00e0nh, ch\u1eb3ng h\u1ea1n nh\u01b0<strong>MVC (M\u00f4 h\u00ecnh &#8211; Giao di\u1ec7n &#8211; \u0110i\u1ec1u khi\u1ec3n)<\/strong>, \u0111\u1ec3 c\u1ea3i thi\u1ec7n \u0111\u1ed9 b\u1ec1n v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng c\u1ee7a<a href=\"https:\/\/www.archimetric.com\/visual-paradigm-your-comprehensive-solution-for-integrated-enterprise-modeling\/\">ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng<\/a>.<\/p>\n<h2>T\u1ea1i sao Visual Paradigm AI n\u1ed5i b\u1eadt<\/h2>\n<p>Trong khi c\u00e1c LLM th\u00f4ng th\u01b0\u1eddng c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c \u0111o\u1ea1n m\u00e3 s\u01a1 \u0111\u1ed3 c\u01a1 b\u1ea3n (nh\u01b0 Mermaid ho\u1eb7c PlantUML), ch\u00fang th\u01b0\u1eddng t\u1ea1o ra nh\u1eefng b\u1ea3n ph\u00e1c h\u1ecda &#8220;\u0111\u1eb9p m\u1eaft&#8221; vi ph\u1ea1m c\u00e1c quy t\u1eafc k\u1ef9 thu\u1eadt nghi\u00eam ng\u1eb7t.<a href=\"https:\/\/www.method-post.com\/visual-paradigm-review-integrating-generative-ai-into-enterprise-architecture-and-agile-workflows\/\">Visual Paradigm AI<\/a> l\u00e0<strong>\u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o \u0111\u1eb7c bi\u1ec7t tr\u00ean c\u00e1c ti\u00eau chu\u1ea9n m\u00f4 h\u00ecnh h\u00f3a \u0111\u00e3 \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp<\/strong> (nh\u01b0 UML 2.5), \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c quy \u01b0\u1edbc \u0111\u1eb7t t\u00ean, c\u00e1c c\u1ea5p k\u1ebf th\u1eeba v\u00e0 c\u00e1c lo\u1ea1i m\u1ed1i quan h\u1ec7 l\u00e0 ch\u00ednh x\u00e1c v\u1ec1 m\u1eb7t ng\u1eef ngh\u0129a v\u00e0 k\u1ef9 thu\u1eadt.<\/p>\n<p>H\u01a1n n\u1eefa, c\u00e1c m\u00f4 h\u00ecnh do AI t\u1ea1o ra kh\u00f4ng ph\u1ea3i l\u00e0 h\u00ecnh \u1ea3nh t\u0129nh. Ch\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c nh\u1eadp v\u00e0o h\u1ec7 sinh th\u00e1i<a href=\"https:\/\/s.visual-paradigm.com\/\">Visual Paradigm Desktop ho\u1eb7c Online<\/a> \u0111\u1ec3 ch\u1ec9nh s\u1eeda n\u00e2ng cao, qu\u1ea3n l\u00fd phi\u00ean b\u1ea3n v\u00e0<a href=\"https:\/\/guides.visual-paradigm.com\/introduction-to-data-modeling-with-visual-paradigm-erd-diagramming-code-generation-and-reverse-engineering\/\">k\u1ef9 thu\u1eadt m\u00e3 h\u00f3a<\/a>. Kh\u1ea3 n\u0103ng n\u00e0y cho ph\u00e9p m\u00f4 h\u00ecnh h\u00ecnh \u1ea3nh \u0111i\u1ec1u khi\u1ec3n tr\u1ef1c ti\u1ebfp qu\u00e1 tr\u00ecnh tri\u1ec3n khai ph\u1ea7n m\u1ec1m, kh\u00e9p k\u00edn v\u00f2ng tr\u00f2n gi\u1eefa thi\u1ebft k\u1ebf v\u00e0 m\u00e3 ngu\u1ed3n.<\/p>\n<h2>K\u1ebft lu\u1eadn<\/h2>\n<p>B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng n\u1ec1n t\u1ea3ng Visual Paradigm AI,<a href=\"https:\/\/blog.visual-paradigm.com\/the-future-of-collaborative-modeling-ai-as-your-teams-co-designer\/\">c\u00e1c \u0111\u1ed9i nh\u00f3m<\/a>kh\u00f4ng c\u00f2n ph\u1ea3i l\u1ef1a ch\u1ecdn gi\u1eefa s\u1ef1 r\u00f5 r\u00e0ng v\u1ec1 ki\u1ebfn tr\u00fac s\u00e2u s\u1eafc v\u00e0 vi\u1ec7c giao h\u00e0ng nhanh ch\u00f3ng. Tr\u1ee3 gi\u00fap t\u1eeb AI cho ph\u00e9p c\u00e1c k\u1ef9 s\u01b0 ph\u1ea7n m\u1ec1m v\u00e0 chuy\u00ean gia ph\u00e2n t\u00edch kinh doanh t\u1eadp trung v\u00e0o<strong>c\u00e1c quy\u1ebft \u0111\u1ecbnh thi\u1ebft k\u1ebf chi\u1ebfn l\u01b0\u1ee3c<\/strong>thay v\u00ec t\u1eadp trung v\u00e0o c\u01a1 ch\u1ebf c\u1ee7a c\u00f4ng c\u1ee5 m\u00f4 h\u00ecnh h\u00f3a. B\u01b0\u1edbc ti\u1ebfn c\u00f4ng ngh\u1ec7 n\u00e0y bi\u1ebfn UML t\u1eeb m\u1ed9t g\u00e1nh n\u1eb7ng b\u1ea3o tr\u00ec th\u00e0nh \u0111\u1ed9ng c\u01a1 t\u1ed1c \u0111\u1ed9 cao cho th\u00e0nh c\u00f4ng d\u1ef1 \u00e1n.<\/p>\n<ul data-nodeid=\"321\" style='line-height: 20.8px; box-sizing: content-box; list-style-type: none; padding-left: 24px; margin-top: 6px; margin-bottom: 10px; margin-left: 0px; color: rgb(34, 34, 34); font-family: \"Open Sans\", \"Helvetica Neue\", Helvetica, Arial, \ub098\ub214\ubc14\ub978\uace0\ub515, \"Nanum Barun Gothic\", \ub9d1\uc740\uace0\ub515, \"Malgun Gothic\", sans-serif; font-size: 13px;'>\n<li data-nodeid=\"412\" style=\"line-height: 20.8px; box-sizing: content-box; position: relative; min-height: 22px;\">\n<p data-nodeid=\"413\" style=\"margin-bottom: 0px; line-height: 20.8px; box-sizing: content-box; color: rgb(34, 34, 34);\"><a data-nodeid=\"658\" href=\"https:\/\/online.visual-paradigm.com\/diagrams\/templates\/analysis-canvas\/strategy-tools\/deep-learning-ai-canvas\/\" style=\"background-color: transparent; color: rgb(75, 150, 230); line-height: 20.8px; box-sizing: content-box;\">B\u1ea3n \u0111\u1ed3 AI h\u1ecdc s\u00e2u | M\u1eabu b\u1ea3n \u0111\u1ed3 ph\u00e2n t\u00edch c\u00f4ng c\u1ee5 chi\u1ebfn l\u01b0\u1ee3c<\/a>: Ch\u1ec9nh s\u1eeda phi\u00ean b\u1ea3n \u0111\u1ecba ph\u01b0\u01a1ng: B\u1ea3n \u0111\u1ed3 AI h\u1ecdc s\u00e2u (TW) | B\u1ea3n \u0111\u1ed3 AI h\u1ecdc s\u00e2u (CN) Xem trang n\u00e0y b\u1eb1ng: EN TW CN \u00b7 Visual Paradigm Online (VP Online) l\u00e0 ph\u1ea7n m\u1ec1m bi\u1ec3u \u0111\u1ed3 tr\u1ef1c tuy\u1ebfn h\u1ed7 tr\u1ee3 c\u00e1c b\u1ea3n \u0111\u1ed3 ph\u00e2n t\u00edch, c\u00e1c lo\u1ea1i bi\u1ec3u \u0111\u1ed3 kh\u00e1c nhau, UML, s\u01a1 \u0111\u1ed3 d\u00f2ng ch\u1ea3y, s\u01a1 \u0111\u1ed3 khung, s\u01a1 \u0111\u1ed3 t\u1ed5 ch\u1ee9c, c\u00e2y gia ph\u1ea3, ERD, s\u01a1 \u0111\u1ed3 m\u1eb7t b\u1eb1ng, v.v.<\/p>\n<\/li>\n<li data-nodeid=\"414\" style=\"line-height: 20.8px; box-sizing: content-box; position: relative; min-height: 22px;\">\n<p data-nodeid=\"415\" style=\"margin-bottom: 0px; line-height: 20.8px; box-sizing: content-box; color: rgb(34, 34, 34);\"><a data-nodeid=\"662\" href=\"https:\/\/chat.visual-paradigm.com\/diagrams\/swot-analysis\" style=\"background-color: transparent; color: rgb(75, 150, 230); line-height: 20.8px; box-sizing: content-box;\">Visual-paradigm<\/a>: Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u1ee7a ch\u00fang t\u00f4i h\u1ed7 tr\u1ee3 nhi\u1ec1u lo\u1ea1i s\u01a1 \u0111\u1ed3 trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau, bao g\u1ed3m UML, m\u00f4 h\u00ecnh C4 cho ki\u1ebfn tr\u00fac ph\u1ea7n m\u1ec1m, v\u00e0 c\u00e1c khung chi\u1ebfn l\u01b0\u1ee3c nh\u01b0 ph\u00e2n t\u00edch SWOT v\u00e0 PESTLE.<\/p>\n<\/li>\n<li data-nodeid=\"416\" style=\"line-height: 20.8px; box-sizing: content-box; position: relative; min-height: 22px;\">\n<p data-nodeid=\"417\" style=\"margin-bottom: 0px; line-height: 20.8px; box-sizing: content-box; color: rgb(34, 34, 34);\"><a data-nodeid=\"666\" href=\"https:\/\/chat.visual-paradigm.com\/diagrams\/pestle-analysis\/ai-examples\" style=\"background-color: transparent; color: rgb(75, 150, 230); line-height: 20.8px; box-sizing: content-box;\">Visual-paradigm<\/a>: Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u1ee7a ch\u00fang t\u00f4i h\u1ed7 tr\u1ee3 nhi\u1ec1u lo\u1ea1i s\u01a1 \u0111\u1ed3 trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau, bao g\u1ed3m UML, m\u00f4 h\u00ecnh C4 cho ki\u1ebfn tr\u00fac ph\u1ea7n m\u1ec1m, v\u00e0 c\u00e1c khung chi\u1ebfn l\u01b0\u1ee3c nh\u01b0 ph\u00e2n t\u00edch SWOT v\u00e0 PESTLE.<\/p>\n<\/li>\n<li data-nodeid=\"418\" style=\"line-height: 20.8px; box-sizing: content-box; position: relative; min-height: 22px;\">\n<p data-nodeid=\"419\" style=\"margin-bottom: 0px; line-height: 20.8px; box-sizing: content-box; color: rgb(34, 34, 34);\"><a data-nodeid=\"670\" href=\"https:\/\/blog.visual-paradigm.com\/how-ai-chatbot-can-help-you-learn-uml-faster\/\" style=\"background-color: transparent; color: rgb(75, 150, 230); line-height: 20.8px; box-sizing: content-box;\">AI Chatbot c\u00f3 th\u1ec3 gi\u00fap b\u1ea1n h\u1ecdc UML nhanh h\u01a1n \u2013 Blog Visual Paradigm<\/a>: Ng\u00e0y 17 th\u00e1ng 10 n\u0103m 2025 \u2013 AI kh\u00f4ng ch\u1ec9 thay \u0111\u1ed5i c\u00e1ch b\u1ea1n t\u1ea1o s\u01a1 \u0111\u1ed3\u2026 V\u1edbi AI Chatbot c\u1ee7a Online, b\u1ea1n c\u00f3 th\u1ec3 luy\u1ec7n t\u1eadp UML m\u1ed9t c\u00e1ch t\u01b0\u01a1ng t\u00e1c, tr\u1ef1c quan h\u00f3a m\u1ecdi kh\u00e1i ni\u1ec7m ngay l\u1eadp t\u1ee9c v\u00e0 nh\u1eadn ph\u1ea3n h\u1ed3i gi\u00fap b\u1ea1n c\u1ea3i thi\u1ec7n li\u00ean t\u1ee5c\u2026<\/p>\n<\/li>\n<li data-nodeid=\"420\" style=\"line-height: 20.8px; box-sizing: content-box; position: relative; min-height: 22px;\">\n<p data-nodeid=\"421\" style=\"margin-bottom: 0px; line-height: 20.8px; box-sizing: content-box; color: rgb(34, 34, 34);\"><a data-nodeid=\"674\" href=\"https:\/\/blog.visual-paradigm.com\/why-every-team-needs-an-ai-diagram-maker-for-faster-project-kickoff\/\" style=\"background-color: transparent; color: rgb(75, 150, 230); line-height: 20.8px; box-sizing: content-box;\">T\u1ea1i sao m\u1ecdi \u0111\u1ed9i nh\u00f3m \u0111\u1ec1u c\u1ea7n m\u1ed9t c\u00f4ng c\u1ee5 t\u1ea1o s\u01a1 \u0111\u1ed3 AI \u0111\u1ec3 kh\u1edfi \u0111\u1ed9ng d\u1ef1 \u00e1n nhanh h\u01a1n<\/a>: B\u00e0i vi\u1ebft n\u00e0y gi\u1ea3i th\u00edch c\u00e1ch t\u1ea1o s\u01a1 \u0111\u1ed3 \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI gi\u00fap \u0111\u1ea9y nhanh giai \u0111o\u1ea1n kh\u1edfi \u0111\u1ed9ng d\u1ef1 \u00e1n b\u1eb1ng c\u00e1ch t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh tr\u1ef1c quan nh\u01b0 s\u01a1 \u0111\u1ed3 UML v\u00e0 s\u01a1 \u0111\u1ed3 th\u00e0nh ph\u1ea7n.<\/p>\n<\/li>\n<li data-nodeid=\"422\" style=\"line-height: 20.8px; box-sizing: content-box; position: relative; min-height: 22px;\">\n<p data-nodeid=\"423\" style=\"margin-bottom: 0px; line-height: 20.8px; box-sizing: content-box; color: rgb(34, 34, 34);\"><a data-nodeid=\"678\" href=\"https:\/\/www.tech-posts.com\/\" style=\"background-color: transparent; color: rgb(75, 150, 230); line-height: 20.8px; box-sizing: content-box;\">Trang ch\u1ee7 \u2013 B\u00e0i vi\u1ebft c\u00f4ng ngh\u1ec7<\/a>: M\u1edbi nh\u1ea5t. Gi\u1ea3m t\u1ea3i nh\u1eadn th\u1ee9c trong c\u00e1c nhi\u1ec7m v\u1ee5 m\u00f4 h\u00ecnh h\u00f3a ph\u1ee9c t\u1ea1p. M\u00f4 h\u00ecnh h\u00f3a tr\u1ef1c quan AI \u2013 H\u01b0\u1edbng d\u1eabn to\u00e0n di\u1ec7n v\u1ec1 m\u00f4 h\u00ecnh h\u00f3a tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng UML trong Visual Paradigm.<\/p>\n<\/li>\n<li data-nodeid=\"422\" style=\"line-height: 20.8px; box-sizing: content-box; position: relative; min-height: 22px;\">\n<ul data-nodeid=\"321\" style=\"line-height: 20.8px; box-sizing: content-box; list-style-type: none; padding-left: 24px; margin-top: 6px; margin-bottom: 10px; margin-left: 0px;\">\n<li data-nodeid=\"430\" style=\"line-height: 20.8px; box-sizing: content-box; position: relative; min-height: 22px;\">\n<p data-nodeid=\"431\" style=\"margin-bottom: 0px; line-height: 20.8px; box-sizing: content-box; color: rgb(34, 34, 34);\"><a data-nodeid=\"698\" href=\"https:\/\/guides.visual-paradigm.com\/mastering-use-case-complexity-with-an-ai-powered-plantuml-analyzer\/\" style=\"background-color: transparent; color: rgb(75, 150, 230); line-height: 20.8px; box-sizing: content-box;\">Chinh ph\u1ee5c \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng v\u1edbi ph\u00e2n t\u00edch Extend &amp; Include Use\u2026<\/a>: Ng\u00e0y 10 th\u00e1ng 9 n\u0103m 2025 \u00b7 Visual Paradigm: \u0110\u1ed1i t\u00e1c m\u00f4 h\u00ecnh h\u00f3a c\u1ee7a b\u1ea1n. C\u00f4ng c\u1ee5 ph\u00e2n t\u00edch tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng Extend v\u00e0 Include l\u00e0 m\u1ed9t v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh v\u1ec1 c\u00e1ch Visual Paradigm gi\u00fap m\u00f4 h\u00ecnh h\u00f3a ph\u1ea7n m\u1ec1m th\u00f4ng minh h\u01a1n, nhanh h\u01a1n v\u00e0 tr\u1ef1c quan h\u01a1n. L\u00e0 ph\u1ea7n m\u1ec1m m\u00f4 h\u00ecnh h\u00f3a \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI, ch\u00fang t\u00f4i cam k\u1ebft cung c\u1ea5p cho b\u1ea1n c\u00e1c c\u00f4ng c\u1ee5 kh\u00f4ng ch\u1ec9 gi\u00fap b\u1ea1n t\u1ea1o s\u01a1 \u0111\u1ed3 m\u00e0 c\u00f2n gi\u00fap b\u1ea1n hi\u1ec3u v\u00e0 ph\u00e2n t\u00edch ch\u00fang.<\/p>\n<\/li>\n<li data-nodeid=\"432\" style=\"line-height: 20.8px; box-sizing: content-box; position: relative; min-height: 22px;\">\n<p data-nodeid=\"433\" style=\"margin-bottom: 0px; line-height: 20.8px; box-sizing: content-box; color: rgb(34, 34, 34);\"><a data-nodeid=\"702\" href=\"https:\/\/guides.visual-paradigm.com\/case-study-how-ai-powered-modeling-software-builds-a-complete-online-shopping-system-uml-diagram\/\" style=\"background-color: transparent; color: rgb(75, 150, 230); line-height: 20.8px; box-sizing: content-box;\">M\u00f4 h\u00ecnh h\u00f3a UML \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI: H\u1ec7 th\u1ed1ng mua s\u1eafm tr\u1ef1c tuy\u1ebfn<\/a>: Ng\u00e0y 9 th\u00e1ng 10 n\u0103m 2025 \u00b7 D\u01b0\u1edbi \u0111\u00e2y l\u00e0 h\u01b0\u1edbng d\u1eabn t\u1eebng b\u01b0\u1edbc v\u1ec1 c\u00e1ch m\u1ed9t nh\u00e0 ph\u00e1t tri\u1ec3n \u0111\u00e3 s\u1eed d\u1ee5ng ph\u1ea7n m\u1ec1m m\u00f4 h\u00ecnh h\u00f3a \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI \u0111\u1ec3 x\u00e2y d\u1ef1ng s\u01a1 \u0111\u1ed3 l\u1edbp UML ho\u00e0n ch\u1ec9nh cho m\u1ed9t h\u1ec7 th\u1ed1ng mua s\u1eafm tr\u1ef1c tuy\u1ebfn\u2026<\/p>\n<\/li>\n<li data-nodeid=\"434\" style=\"line-height: 20.8px; box-sizing: content-box; position: relative; min-height: 22px;\">\n<p data-nodeid=\"435\" style=\"margin-bottom: 0px; line-height: 20.8px; box-sizing: content-box; color: rgb(34, 34, 34);\"><a data-nodeid=\"706\" href=\"https:\/\/www.archimetric.com\/9684-2\/\" style=\"background-color: transparent; color: rgb(75, 150, 230); line-height: 20.8px; box-sizing: content-box;\">ArchiMetric<\/a>: Visual Paradigm cung c\u1ea5p c\u00e1c t\u00ednh n\u0103ng AI m\u1ea1nh m\u1ebd \u0111\u1ec3 t\u1ea1o s\u01a1 \u0111\u1ed3 UML (bao g\u1ed3m c\u1ea3 s\u01a1 \u0111\u1ed3 g\u00f3i khi ph\u00f9 h\u1ee3p) t\u1eeb c\u00e1c l\u1eddi nh\u1eafc v\u0103n b\u1ea3n, m\u00f4 t\u1ea3 ho\u1eb7c \u00fd t\u01b0\u1edfng.<\/p>\n<\/li>\n<li data-nodeid=\"436\" style=\"line-height: 20.8px; box-sizing: content-box; position: relative; min-height: 22px;\">\n<p data-nodeid=\"437\" style=\"margin-bottom: 0px; line-height: 20.8px; box-sizing: content-box; color: rgb(34, 34, 34);\"><a data-nodeid=\"712\" href=\"https:\/\/www.method-post.com\/mastering-multi-language-support-in-visual-paradigm-ai-chatbot-a-step-by-step-guide\/\" style=\"background-color: transparent; color: rgb(75, 150, 230); line-height: 20.8px; box-sizing: content-box;\">L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 s\u1eed d\u1ee5ng t\u00ednh n\u0103ng \u0111a ng\u00f4n ng\u1eef c\u1ee7a AI Chatbot Visual Paradigm<\/a>: H\u01b0\u1edbng d\u1eabn t\u1eebng b\u01b0\u1edbc s\u1eed d\u1ee5ng t\u00ednh n\u0103ng h\u1ed7 tr\u1ee3 \u0111a ng\u00f4n ng\u1eef m\u1edbi c\u1ee7a AI Chatbot Visual Paradigm. H\u1ecdc c\u00e1ch chuy\u1ec3n \u0111\u1ed5i ng\u00f4n ng\u1eef giao di\u1ec7n v\u00e0 t\u1ea1o s\u01a1 \u0111\u1ed3 UML b\u1eb1ng ti\u1ebfng T\u00e2y Ban Nha, ti\u1ebfng Ph\u00e1p, ti\u1ebfng Trung v\u00e0 nhi\u1ec1u ng\u00f4n ng\u1eef kh\u00e1c.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li data-nodeid=\"424\" style=\"line-height: 20.8px; box-sizing: content-box; position: relative; min-height: 22px;\">\n<p data-nodeid=\"425\" style=\"margin-bottom: 0px; line-height: 20.8px; box-sizing: content-box; color: rgb(34, 34, 34);\">\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Trong l\u0129nh v\u1ef1c n\u0103ng \u0111\u1ed9ng c\u1ee7a k\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m hi\u1ec7n \u0111\u1ea1i, Ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a th\u1ed1ng nh\u1ea5t (UML)\u0111\u00f3ng vai tr\u00f2 l\u00e0 bi\u1ec3u \u0111\u1ea1t ch\u00ednh th\u1ee9c v\u1ec1 h\u00e0nh vi h\u1ec7 th\u1ed1ng, y\u00eau c\u1ea7u c\u1ee7a c\u00e1c b\u00ean li\u00ean quan v\u00e0 logic v\u1eadn h\u00e0nh. N\u00f3 ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t s\u1ef1 hi\u1ec3u bi\u1ebft chung thi\u1ebft y\u1ebfu, gi\u00fap c\u00e1c nh\u00f3m \u0111a ch\u1ee9c n\u0103ng chuy\u1ec3n t\u1eeb nh\u1eefng cu\u1ed9c trao \u0111\u1ed5i tr\u1eebu t\u01b0\u1ee3ng m\u01a1 h\u1ed3 sang c\u00e1c thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng c\u1ee5 th\u1ec3. Tuy nhi\u00ean, ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111\u00e3 ph\u1ea3i \u0111\u1ed1i m\u1eb7t l\u00e2u d\u00e0i v\u1edbi m\u1ed9t th\u00e1ch th\u1ee9c m\u00e2u thu\u1eabn: d\u00f9 m\u00f4 h\u00ecnh h\u00f3a tr\u1ef1c quan l\u00e0 c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 r\u00f5 r\u00e0ng, nh\u01b0ng n\u1ed7 l\u1ef1c th\u1ee7 c\u00f4ng \u0111\u1ec3 t\u1ea1o ra v\u00e0 duy tr\u00ec c\u00e1c m\u00f4 h\u00ecnh n\u00e0y th\u01b0\u1eddng c\u1ea3m gi\u00e1c nh\u01b0 \u0111i trong m\u00ea cung m\u00e0 kh\u00f4ng c\u00f3 b\u1ea3n \u0111\u1ed3. N\u1ed7i \u0111au truy\u1ec1n th\u1ed1ng: Chi ph\u00ed cao cho s\u1ef1 r\u00f5 r\u00e0ng Tr\u01b0\u1edbc khi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o xu\u1ea5t hi\u1ec7n trong c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf, vi\u1ec7c t\u1ea1o s\u01a1 \u0111\u1ed3 UML t\u1eeb \u0111\u1ea7u l\u00e0 m\u1ed9t c\u00f4ng vi\u1ec7c t\u1ed1n th\u1eddi gian v\u00e0 c\u1ef1c k\u1ef3 t\u1ed1n c\u00f4ng. C\u00e1c k\u1ef9 s\u01b0 ph\u1ea7n m\u1ec1m v\u00e0 ki\u1ebfn tr\u00fac s\u01b0 h\u1ec7 th\u1ed1ng th\u01b0\u1eddng ph\u1ea3i m\u1ea5t h\u00e0ng gi\u1edd \u2014 ho\u1eb7c th\u1eadm ch\u00ed c\u1ea3 tu\u1ea7n \u2014 \u0111\u1ec3 v\u1ebd c\u00e1c m\u1ed1i quan h\u1ec7, \u0111\u1ecbnh ngh\u0129a thu\u1ed9c t\u00ednh v\u00e0 t\u00ecm ki\u1ebfm s\u1ef1 nh\u1ea5t qu\u00e1n c\u1ea9n th\u1eadn gi\u1eefa c\u00e1c s\u01a1 \u0111\u1ed3. Quy tr\u00ecnh th\u1ee7 c\u00f4ng truy\u1ec1n th\u1ed1ng bao g\u1ed3m m\u1ed9t chu\u1ed7i nh\u00e0m ch\u00e1n g\u1ed3m: suy ngh\u0129 v\u1ec1 c\u00e1c l\u1edbp, v\u1ebd th\u1ee7 c\u00f4ng c\u00e1c h\u1ed9p, k\u1ebft n\u1ed1i c\u00e1c m\u1ed1i quan h\u1ec7 v\u00e0 s\u1eeda l\u1ed7i c\u0103n ch\u1ec9nh. Quy tr\u00ecnh n\u00e0y kh\u00f4ng ch\u1ec9 ch\u1eadm m\u00e0 c\u00f2n d\u1ec5 m\u1eafc l\u1ed7i do con ng\u01b0\u1eddi v\u00e0 thi\u1ebfu nh\u1ea5t qu\u00e1n. Do n\u1ed7 l\u1ef1c l\u1edbn trong vi\u1ec7c c\u1eadp nh\u1eadt th\u1ee7 c\u00f4ng, c\u00e1c s\u01a1 \u0111\u1ed3 th\u01b0\u1eddng kh\u00f4ng c\u00f2n \u0111\u1ed3ng b\u1ed9 v\u1edbi c\u01a1 s\u1edf m\u00e3 ngu\u1ed3n th\u1ef1c t\u1ebf. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn kho\u1ea3ng c\u00e1ch nguy hi\u1ec3m gi\u1eefa thi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai, n\u01a1i b\u1ea3n v\u1ebd ki\u1ebfn tr\u00fac kh\u00f4ng c\u00f2n ph\u1ea3n \u00e1nh \u0111\u00fang th\u1ef1c t\u1ebf c\u1ee7a ph\u1ea7n m\u1ec1m, khi\u1ebfn t\u00e0i li\u1ec7u tr\u1edf n\u00ean l\u1ed7i th\u1eddi. S\u1ef1 chuy\u1ec3n d\u1ecbch nh\u1edd AI: T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh m\u00f4 h\u00ecnh h\u00f3a Ph\u1ea7n m\u1ec1m m\u00f4 h\u00ecnh h\u00f3a \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI\u0111ang hi\u1ec7n \u0111ang c\u00e1ch m\u1ea1ng h\u00f3a l\u0129nh v\u1ef1c n\u00e0y b\u1eb1ng c\u00e1ch thay \u0111\u1ed5i c\u0103n b\u1ea3n tr\u1ecdng t\u00e2m t\u1eeb v\u1ebd v\u1ebd sang di\u1ec5n \u0111\u1ea1t. Thay v\u00ec ph\u1ea3i v\u1eadt l\u1ed9n v\u1edbi c\u00e1c giao di\u1ec7n k\u00e9o th\u1ea3 c\u1ed3ng k\u1ec1nh, c\u00e1c nh\u00f3m gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 m\u00f4 t\u1ea3 h\u1ec7 th\u1ed1ng c\u1ee7a m\u00ecnh b\u1eb1ng ti\u1ebfng Anh \u0111\u01a1n gi\u1ea3n v\u00e0 nh\u1eadn \u0111\u01b0\u1ee3c c\u00e1c s\u01a1 \u0111\u1ed3 chuy\u00ean nghi\u1ec7p, chu\u1ea9n h\u00f3a ch\u1ec9 trong v\u00e0i gi\u00e2y. S\u1ef1 chuy\u1ec3n \u0111\u1ed5i n\u00e0y c\u00f3 th\u1ec3 so s\u00e1nh th\u00edch h\u1ee3p v\u1edbi s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa \u0111\u1ee5c t\u1ea1c m\u1ed9t b\u1ee9c t\u01b0\u1ee3ng b\u1eb1ng \u0111\u00e1 c\u1ea9m th\u1ea1ch b\u1eb1ng tayv\u00e0 s\u1eed d\u1ee5ng m\u1ed9t m\u00e1y in 3D cao c\u1ea5p. Trong tr\u01b0\u1eddng h\u1ee3p \u0111\u1ea7u ti\u00ean, m\u1ed7i \u0111\u01b0\u1eddng n\u00e9t l\u00e0 m\u1ed9t n\u1ed7 l\u1ef1c th\u1ee7 c\u00f4ng r\u1ee7i ro cao \u0111\u00f2i h\u1ecfi s\u1ef1 kh\u00e9o l\u00e9o v\u1ec1 th\u1ec3 ch\u1ea5t. Trong tr\u01b0\u1eddng h\u1ee3p th\u1ee9 hai, ng\u01b0\u1eddi d\u00f9ng cung c\u1ea5p c\u00e1c th\u00f4ng s\u1ed1 ch\u00ednh x\u00e1c, v\u00e0 h\u1ec7 th\u1ed1ng x\u00e2y d\u1ef1ng c\u1ea5u tr\u00fac m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c, gi\u00fap ng\u01b0\u1eddi s\u00e1ng t\u1ea1o t\u1eadp trung v\u00e0o thi\u1ebft k\u1ebf thay v\u00ec th\u1ef1c hi\u1ec7n s\u1ea3n xu\u1ea5t. Visual Paradigm AI gi\u00fap c\u00e1c nh\u00f3m l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 h\u01a1n nh\u01b0 th\u1ebf n\u00e0o Tr\u1ee3 l\u00fd Visual Paradigm AIcung c\u1ea5p m\u1ed9t b\u1ed9 c\u00f4ng c\u1ee5 to\u00e0n di\u1ec7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf nh\u1eb1m t\u1ed1i \u0111a h\u00f3a l\u1ee3i \u00edch chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a UML trong khi lo\u1ea1i b\u1ecf c\u00e1c \u0111i\u1ec3m ngh\u1ebdn th\u1ee7 c\u00f4ng. Nh\u1edd t\u1eadn d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n ti\u00ean ti\u1ebfn, n\u00f3 t\u1ea1o ra m\u1ed9t c\u1ea7u n\u1ed1i li\u1ec1n m\u1ea1ch gi\u1eefa y\u00eau c\u1ea7u v\u00e0 bi\u1ec3u di\u1ec5n tr\u1ef1c quan. T\u1eeb ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean sang s\u01a1 \u0111\u1ed3 (Tr\u1ee3 l\u00fd AI) Tr\u1ee3 l\u00fd AI Chatbotho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t tr\u1ee3 l\u00fd th\u00f4ng minh hi\u1ec3u \u0111\u01b0\u1ee3c ng\u1eef c\u1ea3nh v\u00e0 thu\u1eadt ng\u1eef chuy\u00ean ng\u00e0nh. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 g\u1eedi y\u00eau c\u1ea7u nh\u01b0, \u201cT\u1ea1o m\u1ed9t s\u01a1 \u0111\u1ed3 l\u1edbp cho h\u1ec7 th\u1ed1ng \u0111\u0103ng k\u00fd vay v\u1ed1n bao g\u1ed3m ng\u01b0\u1eddi d\u00f9ng, ng\u01b0\u1eddi \u0111\u0103ng k\u00fd v\u00e0 quy tr\u00ecnh ph\u00ea duy\u1ec7t,\u201dv\u00e0 h\u1ec7 th\u1ed1ng s\u1ebd ngay l\u1eadp t\u1ee9c t\u1ea1o ra m\u1ed9t m\u00f4 h\u00ecnh c\u00f3 c\u1ea5u tr\u00fac v\u1edbi c\u00e1c l\u1edbp, thu\u1ed9c t\u00ednh v\u00e0 c\u1ea5u tr\u00fac k\u1ebf th\u1eeba \u0111\u00fang \u0111\u1eafn. Ch\u1ec9nh s\u1eeda s\u01a1 \u0111\u1ed3 v\u00e0 tinh ch\u1ec9nh qua h\u1ed9i tho\u1ea1i Kh\u00e1c v\u1edbi c\u00e1c M\u00f4 h\u00ecnh Ng\u00f4n ng\u1eef l\u1edbn (LLM) th\u00f4ng th\u01b0\u1eddng th\u01b0\u1eddng y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng t\u00e1i t\u1ea1o to\u00e0n b\u1ed9 \u0111\u1ea7u ra \u0111\u1ec3 th\u1ef1c hi\u1ec7n m\u1ed9t thay \u0111\u1ed5i duy nh\u1ea5t, Visual Paradigm duy tr\u00ec m\u1ed9t c\u1ea5u tr\u00fac h\u00ecnh \u1ea3nh b\u1ec1n v\u1eefngc\u1ea5u tr\u00fac h\u00ecnh \u1ea3nh b\u1ec1n v\u1eefng. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 \u0111\u01b0a ra l\u1ec7nh \u0111\u1ec3 &#8220;th\u00eam m\u1ed9t b\u01b0\u1edbc x\u00e1c th\u1ef1c hai y\u1ebfu t\u1ed1&#8221; ho\u1eb7c &#8220;\u0111\u1ed5i t\u00ean t\u00e1c nh\u00e2n n\u00e0y&#8221;, v\u00e0 AI s\u1ebd c\u1eadp nh\u1eadt s\u01a1 \u0111\u1ed3 ngay l\u1eadp t\u1ee9c m\u00e0 v\u1eabn duy tr\u00ec t\u00ednh to\u00e0n v\u1eb9n b\u1ed1 c\u1ee5c v\u00e0 logic hi\u1ec7n c\u00f3. Ph\u00e2n t\u00edch v\u0103n b\u1ea3n \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI C\u00f4ng c\u1ee5 chuy\u00ean bi\u1ec7t n\u00e0y gi\u00fap thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa c\u00e1c y\u00eau c\u1ea7u ban \u0111\u1ea7u v\u00e0thi\u1ebft k\u1ebf ch\u00ednh th\u1ee9c. N\u00f3 tr\u00edch xu\u1ea5t c\u00e1c l\u1edbp mi\u1ec1n, thu\u1ed9c t\u00ednh v\u00e0 m\u1ed1i quan h\u1ec7 ti\u1ec1m n\u0103ng tr\u1ef1c ti\u1ebfp t\u1eeb c\u00e1c m\u00f4 t\u1ea3 v\u1ea5n \u0111\u1ec1 kh\u00f4ng c\u1ea5u tr\u00fac, \u0111\u1ea3m b\u1ea3o r\u1eb1ng kh\u00f4ng y\u00eau c\u1ea7u n\u00e0o quan tr\u1ecdng n\u00e0o b\u1ecb b\u1ecf s\u00f3t trong giai \u0111o\u1ea1n m\u00f4 h\u00ecnh h\u00f3a. Tr\u1ee3 l\u00fd h\u01b0\u1edbng d\u1eabn AI 10 b\u01b0\u1edbc \u0110\u1ed1i v\u1edbi ng\u01b0\u1eddi d\u00f9ng mu\u1ed1n ki\u1ec3m so\u00e1t chi ti\u1ebft h\u01a1n, m\u1ed9t tr\u1ee3 l\u00fd h\u01b0\u1edbng d\u1eabn d\u1eabn h\u1ecd qua m\u1ed9t tr\u00ecnh t\u1ef1 h\u1ee3p l\u00fd &#8211; t\u1eeb x\u00e1c \u0111\u1ecbnh m\u1ee5c \u0111\u00edch \u0111\u1ebfn thi\u1ebft l\u1eadp c\u00e1c m\u1ed1i quan h\u1ec7. T\u00ednh n\u0103ng n\u00e0y cung c\u1ea5p th\u00f4ng tin t\u1eeb AI v\u00e0 l\u1eddi khuy\u00ean h\u1ecdc thu\u1eadt \u1edf m\u1ed7i giai \u0111o\u1ea1n, ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t gi\u00e1o vi\u00ean theo y\u00eau c\u1ea7u v\u1ec1 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p t\u1ed1t nh\u1ea5t. \u0110\u00e1nh gi\u00e1 v\u00e0 x\u00e1c minh ki\u1ebfn tr\u00fac AI \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t c\u1ed1 v\u1ea5n chuy\u00ean gia, ph\u00e2n t\u00edch c\u00e1c thi\u1ebft k\u1ebf hi\u1ec7n c\u00f3 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnhc\u00e1c \u0111i\u1ec3m l\u1ed7i duy nh\u1ea5t, kho\u1ea3ng tr\u1ed1ng logic ho\u1eb7c m\u00e2u thu\u1eabn. N\u00f3 c\u0169ng c\u00f3 th\u1ec3 \u0111\u1ec1 xu\u1ea5t c\u00e1c m\u1eabu ti\u00eau chu\u1ea9n ng\u00e0nh, ch\u1eb3ng h\u1ea1n nh\u01b0MVC (M\u00f4 h\u00ecnh &#8211; Giao di\u1ec7n &#8211; \u0110i\u1ec1u khi\u1ec3n), \u0111\u1ec3<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_title":"AI trong m\u00f4 h\u00ecnh h\u00f3a UML: H\u01b0\u1edbng d\u1eabn to\u00e0n di\u1ec7n v\u1ec1 AI Visual Paradigm","_yoast_wpseo_metadesc":"Kh\u00e1m ph\u00e1 c\u00e1ch AI \u0111ang thay \u0111\u1ed5i m\u00f4 h\u00ecnh h\u00f3a UML. 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