question
stringclasses 5
values | questionId
stringlengths 6
6
| question_types
stringclasses 5
values | image
dict |
|---|---|---|---|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003300
|
Men Tshirts
|
{
"bytes": "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",
"path": "003300.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003301
|
Men Tshirts
|
{
"bytes": "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",
"path": "003301.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003302
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAI4AgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKK5jVvFYstW/s+ztDdzRKr3LeYFWIHoMn+I+lAHT0VR03UodUskuYQQCSGU9VI7Gr1ABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUVXupxBEMPGJGO1A5wGPpQBYornrXxXYNcyWt5IltMrYAZ8qR9a21uIHUMs0bKehDDmgdiaimLIjj5WVvoc0+gQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRTGZUUszBVHJJOAK5/WPGmh6GALm9R5CSBHCQ7dM846fjQFjo6K8nl+N1is7JFpUjqvczAH+VaGgfFzT9ZvDazWL20mMgiUMD+eKCuVnpGKMVwWt+NFkfyLG7FtJFF5sjcNls4C88Y65/Ct/w5r8WsaQtxLLEs8bNHKAwAyvf6EYNArM3qKz7fV7K4uXto5gZE6gggH6E9a0KBBRRRQAUUUUAFFFFABRRRQAUUUUAFFFcb448R6holukdlBC5mUgymXDxn2XH65oGlc39Y1q10S3Wa5EzBjgJDEZGP4DoK5DXviZp8ehPPpE4N7vCrFPEQcdzg9RXCan8RdRvLSSKUJDIBnzo2IY49a5WTUxqpW4k2q46sFxu9z70rmip9z0eH4yXT2gVtPtxdBsMTIQhGOvqDntU8XxqgCETaSTKOvlzjbn8RXkbwp5m7jafvYrOlia3O/7qld34ZpXY3CJ6zqHxnnug8FvbxwbyApydycjqc/0rjrbxLdTQz3Ak3zzymSXfzzjAPvjJri5VVmRweWP6Vo26FFBJwO1BUUlsd34U1CTUfF2mm/u5zCZAH/eFfm7ZxjPYe1e23muwQ3v2G2gmvbsAFooAD5Y7FmJwv8AOvm2wkFvcrKh5UBq9k+H+qQW+lBWG+e4fLbBlnkz+gxilF9BVI6XPQYHZ4UZ43jZhko2Mr7HHFTVh65qC6fpRuJpXimb5Iljfq5+79fxrF8J+LpNT1rVNKvpoTLaOixuMLvJGGXHcgjtVmNnudtRRRQIKKKKACiiigAooooAKKKKACiisjX/ABFYeHbIXN85AY4RR1Y+lAFHxT4ttvDVtkwtc3BGRCrBcD1JPAH1rxvXvinrGrW7WzW0XkMSVATGMdCGBzVTxXrj65rk975Z8qYqTEckKFGFz61x2oXNzMxjRQMZwowPyqGzaMOrCXVL+fcskxYHt90/nSwaxdWY5a6YDpiTgVmqrbT5iOSPSp4FgkZQ0xRi2OeMUrFJs6XTfG1zaSiSGS4hYLgmOTtXf6F8YpoHWPUfLuIB1YHEgHt2NeULpoVzl1ZM5JXuKJLKOzuvLkGYpBmJz0z6GjYHG59V6J4j0rxBCZNOulkKgbkPDL9RWvXybpN7faBqMN/p9yyoCGQ55X1U+or6P8KeKrbxHpKXGUiuFwssZPQ+1UncylDlOjoooqiAooooAKKKKACiiigAooooAKKKKACmlgoJJAA6k0EgAknAHUmvF/H/AI9a8vZ9O065IsoBtlKcCV/94dVoGlcPH/xIP2qXTLKCK4sCuPMOSWb19wD2NePXdzJMhMhOQfvetTtJLcXLliOpIx0qCWMPaTPkbg4GKRpsVCxWAyg8swUEd+Mmm2uoNaylxhgeGU8hqn1MRw2MUcfRcDPv3P6VnNAVA4460WC+prjUpZJBJI7FAAuAe3pV2wvna781LiVJVIMZ3Yz0AH8qz4EWW3EZAGwnPue1VhviCFe5pDud7e+J7+6litzPtkgKqT0O5f73rjmuysfi5LZWMcBtFuXjOWZpCDjuAPb1PHSvFzcOZC7E7n5JPerkMjFCD39qLsbsz6t0LxBYeIbBbqxl3AqC6HgoT2P681r14X8NPEq6PcC0linmS6woEQBw2epz0GPSvclYMoZSCCMgimncynHlY6iiimSFFFFABRRRQAUUUUARyOkUZd2CooySTgAV89+K9Wu9Z1qS4uJfukpGI+Bszx9a9E8ZeI5Vub7RpFWOBUUlxncwOD/n6V5PeQNLcnHzbTgbf4qmTN6cNLmQ/l3ExwVOODniqr3+24S32BUzg4PBrWvESC2PyISeDlefzrlbg+WHlAwQ3yj3pIclY2bUfaY8I2AG2sx7AHNUrt3czgg7N2B9O1LbForGNC2GlO5/x7fU1JqBRNKkVMM5l5PcnGKA6EdtCiRQOfmBBAHuTS6lNHHMI4ySEUZP+0RVKScjTLfByUJJI6dagvZGd0lDfKwBosK5fjvzFJ1H3AMfjXYaF4pfRYzcxlTk4PbJ7c9fyrzidwzZTgnmrVtN5tuyOcGMg4PpTsCl0PQtX+IN1fXeYEWVmiKeY+SFyP4QfSoPDDPBqen3RlZDFcJMx78Hv78n865G0iZLo8/uyCcjsK6nS7mH7BMs+C7xlEx1z/8ArpMqKVj6dUkqCRgkdPSnVk+G0mj8OadHcSGSZbdA7E5Ocd61qs5mFFFFABRRRQAUUUUAFFFUNW1KHSNMuL+4zshXOB1Y9gPqaAMvxV4qg8O2g2p513IMxxe3qfavDfE+vXniLVEuLq5jKr92MDG0egBq74h1e91fUJtQviERxiOKNs7R2Ga5KeYGYSOwCZ5DferNyudCp8pd1PVTJbrAoA2LgADGPrXP2UV5czttHmDd3X+Va2n6e2q3621vGQrHljzur03S/CltZIqlBuA5rKUrHRCnzbnnMeizOVdoyrjvjrVhPDLykiW0yp/ixivXYNMto+ka59xVyPToGH3fwrL2jNvZRPILTwhcGYpGSUPTd/WtD/hCL1ohbSoHQdD3FesxadbqcqgFWDAijgU+dk8iPFbrwXf2Vq+Y/MjHzH1rW8Ey6bp16bXWoo3t3UKj8gp75HNeovEjqVKgivMfHmgSWckV1ZqBESfl9PWqhPUmpTXLoekxy6dpuq2Uel3she5fZ9lMpkWRcZJGSSMDv0rsK8d+FSWX2u6nQM2qqgB805xH3CntXrsMyzpuXscEHqDXUnc8+SsyWiiimSFFFFABRRRQAUUUUAFFFFAHK+OtWl0rQHaCRI2kyGZuuzHOPfkfhmvniVF+ZuqkknHT61618Xrp/tGnWkjBbYo0gyP48gZPtj+ZryV5Y4y8bYA/3s4pM2gtLmfNst90Y5PesuVzuY/TIq7d5Lknk46+tZc5YNkZIHWkgaCfMkC7j0bOPapbhikUDgZIAyPpTSn7pGA3Y5I9aePLaMA5dP8Ax5f8aZI5JVUMYmyr7WB9x/8AWpWf5UOB8p5qt5TwtuT5kznipmkUjjoR+RpDRL5iTXJLD5VGQo744Aqwk/7wxqM567ay03CRsdccU+1laOXLcHOefrQNHpWjfu9OdYMi6JBU+4xj9a9x8M6gLqza0Zgz2uIw/wDz0UAYYfTofcV82WmoeWkbpIykNuJBwa9V8G607a3pzksY7hTCmCefY/Tk/WpjoVU95HrtFFFaHOFFFFABRRRQAUUUUAeJ/EOQR+K7tJn2llUxZ7/KOK44Sk2zsZF839fwr0X4t6S128E6xgZTAkAP3h2P515MYbiNB5rYx3zz+VZvc6oP3URTyedkOSTzisK8wy7OeDkV0sFhcXzbIo2dj0wOTVLUPD95DJ80L89sUuZIpwlLVGMs7nygeAvPvmppGLWoU8jJJ981YTSJsbTE+fXFW49Gu34NtJgjGcdaOaJPs59jnlY7PJweOgpyoVQxseOo9q6NvDtwiZNsze+05Fa2m+CprlPMnHlqeQMcmk6kRqhN6HEQWkkkowpYn0FX5dFuLZBcEEq3XAx+FepWHhK1tANsZJxyauX2ixTWxjKYGKxlX10OmGEVtWeM/bmCPCAQdvBx6dq0NFaZWj/eAIpO3J6f5z1q7rOkrZTsoj3J16c4rU8LWlvDrdjJMFETyRht65CqSM8f561vGSkjllBwep7d8PYr19EF7dzvsl+WGH+FVHf3J9a7HtTI40ijWONQqKMKo6AVJWqOZu7uFFFFAgooooAKKKKACqGrWEGpaZPa3K5iZcn2I5FX6ZIgkiZG6MCDQB81XSJHDcNJjqThjgcHjFc/puly6rqiKA3lk9SK6DxTpxj12aDJCJKVUHpgHtWv4fEVtcRyE8dcVzt2R2rU6Lw74cXS5N+0B8eldFJkNuJH4U22lEyKwzzzTpASawlqdMNB0ZyKtRVSRl3Y3DI96uQupwAwqbGvMXF6UhNOTB70pQDnIqrGd9SBmrP1i1W+0qaBwGyuea0pPLQZd1UepOKp/abaWQxJMjHHQN1qbNO5WjVjzvwpcjRPFtuX+WFpPLZieADXtcRVL07UP75dxbPBI4/lXiHiS3+weIDEBlJCHUHp15r16whltksvKbfExBCSHlAV5wa7KTujzq8bM36KRWDDilrU5wooooAKKKKACiiigAooooA84+K+lz3OmW15ECywFlYYzjPPT04/SvCp7f8A0go3ysDgjFfUXilXbwzqHlIWkERYY6jHUj3Ar5nYeZdfNnBOSfWpZtTd1YsaP4fl1d3ijztXnJqeTwPqMc+IoCxzwa9F8GWS2umCTaA0nOPQV023nOBXK6kr6HfGlG2qPGE+H+srwtsApPTIAGaqah4A1a0+Y2bYPXYciveFRiOppu3qDz9aftJC9hDsfOT+H7pG8qSCRJP7pHNadt4D1O5jBMRQEZBavcJbSB5A7wozDoSORQ0S7elDqyBUInkFr4FlgfM2CfcVU1zwssEBliXBHXAr1i6iAByKwtUQNaSpjgg1n7SSZr7CDjY8ksFCxssh5bKj8CK9k+GkEVvcQX9yQDgpGpPQkY4zyT9PWvIZIQt8UbjDEfhmvc/hvptrNaF5LGORlO12c5KH+RB9K61qzzpLlTR6f2opoAAAAwB2p1aHOFFFFABRRRQAUUUUAZmuaWur6VNaEhXYZRiM7WHSvnrVxPDfz28ojGxsYRePSvpevEfiXoZ0vVDPCmIrlS6t15ByR+tS0a0pa2I/Admst4ZmUYQcfWu6u9Nhuzho1P4Vx/w1G+wlcdA+Ca9BUVyz1Z6MNEjFj8OWi4xEB+FWToVqgwIxn1rYjHOKlKe1JRQOo0zn20aFR8sYz9Katgq8BR+VdA0eRioGhwalwsNVLmUbUKvSqE8YyRit2ZdqGufv722t3/ezxoSeAzAUnEuMzkvEmnK1s823lRWJ4M02bWvENlABtVZBwOiheT/I16Dd2qXukXDjDAITxzms34SWe/Vp7hRhIY259SxwP5GtqKexz4lpq6PZaKKK6jzQooooAKKKKACiiigAooooA+c/FNw0/iG+lljIdp2Ubf4eeABT9L3PfRIeF6AfzNO8bF7TxVdq+FPnMTgY6+lUNIugNXjYsdjEKBisJK52Q6HrdlDstkHt1rI8Q3UwK21rKUJHLKOa3wCLUEDHy1yGq293cs6xHDN/F6Vi9DqirmSbMpGWuNY8gnuzYqnDc3VndE2usibns2c1o2+gQrBPbXANzJKP9a/VT7VoW/ha1hgjceYHjO4uwzv4xhvUUm1bcqzvaxqaNrs90ojkA8wcHHFal9d3EER2nDEcHrXMWVoy3/7oFEB5rpnj+0WxRuT61kjRpWONu9k9wDqmsPtLfdQ/oK0bCz0S8IayuXZkP3g/ORUk/hiKS1a3eFijNuEin5wfr1p2m+FYLK8iuYGeNkXaR/e+taXVtzOzbMvxpbmTVtNz1dMZJ7hq9W0eZbm2SaNgYVURoR/ERwT+def+KtIvNUl06OxjZpwzrwOmQOvtXo+lWZ0/SrW1JUtFEqsV6E45NdNHa5wYnSVi9RRRWxzBRRRQAUUUUAFFFFABRRRQBDcrvtpVxnchGPwr5f8As7vqKxgctIePTnpX1NXz9e6eun/EuezcBYvthZB/styP51E9jaj8R3mlW3kWUSjsoFaIx61Xvbq30yzkurhxHBEMk1ws/wARpmuGe0sC1uPulgcmuWMGz0ZTSPSUzspMZrz2y+Kdu8qxTWcik8EqcjNdxp2q2+pQCWFuD2PWm4NCU0yaSPNQsuAeKvOVK1zes+JrDSQRK5Zj/CvWpUexXNYkuzkmse9h8yM4rmr34lW7OVgtt2Tj5jz+VX/Dviu21e+jsrmI280nCBvut7Z9aJUpBGtE42+0/bq+1uMNn9a9v+GljLb6VNO4Ko5CKD/Ft/i/WvMtc09n8bfZIxncIwB6k9BXv9laR2NnDawqFjiQKoHtXTTRw4iSu0izRRRWpyhRRRQAUUUUAFFFFACVyHxI0z+0fCM8qjMtownU+w4b9Cfyrr6yNd1C2tLX7PcMircgxfP05GP60m0ldlQjKUrR3PN/hsVGj3SgDcJycV0mq+ItO0KMG7mAkcfJEPvNXK+CrWbSvEGp6a5JQKHU+oBxmt/VNHsJb0309uJZSAPm56elcsklK56SvaxlP8T7GFQ0lpIFJ5IPStDSfiNpeqTeUqyRt23jArNuLjSTmCW0tF3HAWQDc30UAmuOu7/QFvGW0iiWWNgD5aOgB+p+lPmurpC5NbNntyXUUiBlYEH0qvfX8dtA0jn5QM1yfhyeeeOMAsFYAjcc8Vq+IB5Nod4LZGMetRzl8iTscFr3i3WdRne10uKTO7AKr29STwBWXaeD7m+Yz6zqSRuxz5SNkj684/KtiJPPuJork3MCBTs8qHK7uwz3rE07RNelk33c8sSr0+cHdz/dAwOMVSk7CcEpWep3Hhrw4dIsr9Yr6SaGWMgRMcgHHUVc+Ekqw2s1qT+8kXzMY6YYjr+NR6W8tuEVgQCMVp+C7JbPxBfIp+7vUD2JDD+dOnJtoitCKi79j0Giiiuo80KKKKACiiigAooooAKKKKAPNvF+lRJrAE1mlwupzBBI3WPA7Vzd54atNP1SxktxhPMC+9epeJLWKXTvtcg+azf7Sn1UV5fHc3ev2Go3pmDPazJNEg4wo64rmneMz0KVpUrpbHoLKBBt9sVlSKm4jAp9nfC8so5QeHUGqsj7ZDz3rGep0UtCdEXPAFFw+Y8egpiPxUV1J5Vu8pBIUE/WsLM33FtIlAJGMk1oQDKke9cPdeMV0zT4Whspbhn/ANYU5ZefStbTfFAuLQyRWssjEZ2KMt9K1irIVmdWvpS7etUdMu5ruAyTW5gIONhOTV8ttWotqQ9C/o8atOzMPmQfKfTNblYWiPuuJR/s/wBa3a76PwI8vEfxGFFFFamAUUUUAFFFFABRRRQAUUUUAVr66Sys5bmT7saFjXifi1JL3XrPxHC6PHO8SExggAg4B59f6V7Jrdr9t0a8t/8AnpCwH1xXnGohJNL0iw8obvNgLHptGRWNWTTSOzDU4yi31NnUrK3vrVUuU3oG3Bc8Z9/WuevdYg02aO1htVMjcIu3lj6ADk11U/zcdqzriximO6WJWxyDjkfjWF9dTsitDz241bS9av8AyRpa+eRklYip6kclSccg9fSug8PMsTKIGdVHqc/r3pzeG7O2vjd2cLQzHILK57//AKzWvpWmx2doUWPGWyM0Sa6CjGy941ryVobHzGIHGSa8l15rOa7keaOafGXIU4AHc8c16lrQD6aFz6Vxw0eGaYPLbguBtDe1KL1K5Lo5fRtVs4opZbPQogkQLNISpOAcHqc9a6/Rp7DUpoLqSzVWDAghcYNTWvh+2twfKs4Y89wtTmzFs2R19qcpLoTGDStIqxyCL4qiaVFZFliALjI5GAR717R715gtgkviqxlON7+S5HrhjXp46V003c4MRFJoWiiitDnCiiigAooooAKKKKAErn/ElgLlrG5xn7POCR7HiugqK4hWaB426MMVMo8ysXTm4TUkcHGyP4xkkSMIptCgOfvENk1stCkowwz9aq38DWskdwV2mCcGQeqsNpI9uQfwq4HCkg1ytdz0k09jMl0WOG5a7to0SY9WUAE/jXL3Hgi1utVe7mtk3SNlssTn6AcCu/Mm5cCmRx/vNzfhQuw/Mr2WnxWUUMaIFWMAADtUHiCNZIVDDvWqSGbAqpq8Svbc9uaLaCjL3kc5b6YrnliRV1NNhixhcn1NQ2k+19hB9q0t+cGs2bGZLHtuFUDvXQ+G7PbfahekAB5PLXnrgAH+QFYbANeKx6A5rrPDZD6DbygY83dJ+bE1vQXU5MVKyt3Neiiiuk88KKKKACiiigAooooAKKKKAIZ4Y7mB4ZVDRyKVYHuDXltzoFr4VvG+z+cRNG0bRZyGBPWvV6yNX0GHVXWQyPFIo27lAOR+NZ1Icy0N8PVUG09meceG70yWk9uWyYJCv4dq0ZGLEH1rO13RpfDGsOLIs9tPGHJc8s2apQa4PMbzlxsI57GsJROyE1ujqYkyoNJO0SIRKwVfeq1jqUdzHlcFQPvCsvUma6vsyAmBF4QH7xrCSN4ybYy8gtJJP9FgDOTyQOK0YoY4rWKKzKpIc+YQcfnXMNqF9K5SC1EEaHGG4qe3GsmbH2eMjGd4JzVpHVGg5LmbOzsrvyItlwnlkfxdjWl5iNHuU5UjINclaz6gZlt7m2WWNuu1uBWvbFdPs3BJ2biV3HOB6VLWphUi4s6TQCDc3A7hRW/XGeDLlrvUtRkzlFRAuPqa7QV201aKPHru9RhRRRWhkFFFFABRRRQAUUUUAFFFFACEAivP9f0x7Y3LR5DQqHj4yHUHcPxGCK9AxxVO/wBOg1CERy7hjOGU4Iz1qJx5ka0avs5eRyjSCRVkU5VwCPpT1QOlZWlzFrIQtnfA7RNnr8pI/pWtC2OK5JaOzPUhZxuiBolL4Ip7KAuARSyfNLheveqF9ez2uxbfT5bqQnnY6qAPXmpuUP1WNms+T71m2bKeM81e1LUoV09t6neB908YrCtbyOdlKptcfeAbIoY1sdKigpnHFZV9zKFHrV2G4DR1TmZftCuxAVeSaL30DbU3dC05rrXhfMD5dtGsec8bgOn65rtqzNBiEej27BdrSr5re5bmtOu6Ksjx6s+eVwoooqjMKKKKACiiigAooooAKKKKAKOoabBqNu0U24BlKkqcHB7VydvO5VoZM+dA7RP7lTjP48V3NcFr4bTfEM0ijCXCrMPQkfKw/QGsqsbx0OnDzalZmpE5wM1K/T3qlaTrOm5TxxUeo63Z6WFFxIFZugrmVzub6iapf31lAv2Oy+0TM2AGk2Lj1Jqte68E09nuAsbBctlsgfj3rC1HWrnX4wum7ooA5R5TwCMfyzXPJ4dkkkK3WrqLdRlkUlsn0q7eYLXZGvpniS2vbjYLhHI5DY25rooLyOYEJIrEdQDXl15o+iWsnl/brkTLklVX5sf0rU0DSb7T7qO782c2rAsUkbLAY4yKmUUivfW6Ou1W/W2hfnDEEE+ld/4cjEPhvTUAx/o6H8xmvELjUZb/AFSWKJsrO4hUehY4r321gW2tIYF+7EioPwGK3oxsjgxMrtE9FFFbHKFFFFABRRRQAUUUUAFFFFABRRRQByHjzTjc6bHdJw0G4Fh12kV4tfyyWbmCXcIscY7+9fRep263OnzROAQVPUV4Z4nsW0xma6t2msifldedg9DWM17x10X7pHo90LXYIpHYP/Awz+tdJIdy7yMVx1tLDaRo0LtsbuvNdRpV2kwIlbdngE1zzidUJIhuw7ruQEkc5FNsNbv5ZRBHDISvBb0rplitkAOFye1W4lt4HBUIpIyxC1KbOqNRpFexikChpR8561W164VLCYOwCqMkk1stcwi3aQY4BPFedapc3PiHUTpNoSC75dv4VX1NCTbuY1JnoHwstpR4euL+Xpdzlox/sLwP1zXeVmeH7eG00K0tYfuQxiMfhWnXetjyJ35ncWiiimSFFFFABRRRQAUUUUAFFFFABRRRQB5PNci08SatEq7VW7Y7SMcNzn8627a4SSASgjBGetZHxHtGstaj1OP/AFcyrHKfQ9F/rWNompsmoPCriRCANvWuSrHW56dCXuIlufGjpeywWtnJM4bC453f/WqnqJ1q/eRjOtsuFO3fjPv+FbNz4ctdStpTJB5MpJ2PGxBP1IrFg0w6fMRsEzKfmhnY/oaSfY3jDnM6bT9YvLORLu/i8rGFG/JNZSWWqaSRLbXtucrzucBf1rq3nmKSKmk2URxtDZZtuR1wTWPb6Aup6gJLgtMqsC7EYX6AdBTvYqVDS5Z8Na7e3dxJBeRgcZ3g8YrQe+OoXX2eDn5wmB3ycVJqsENlZO0KCOTG0OB09qT4aaa+p6+Ll8mK2/eynHBbog/PJ/CiC5nc56k+SJ7PDEsMEcS/dRQo+gGKloorrPLCiiigAooooAKKKKACiiigAooooASsHxVpUup6UWtxm6tz5kQHVvVfxH6gVv0UPUadnc8ZsdXltJowsmVdhuTpj2q9qOnW+t3isxkV2XcGPIFXfHPg545m1zSYWZw+65t1Gcju6j19R+NZ2hast4yKrZBH+c1yThZno0qikipJ4eeOPybvU7po24V0IUD8AKH0RkZSusyKoBHyqoP54rr7jTFu7Ypv2k968/1jwNrklyxg1Vkg5IAY/lSXmdUaqS2J7XQbMXWIvnyd0srHJc/j1revXSG1ZN2G2Vl6Jpg0OErPNJLN/tcnFZ+v3b3Uq2tn813OdqDJ4Hcn2FJq7JnUuUvCEDX/AIwF6+1rezk8zp8rSZ+Uf1r3Oz1exvUiMV1D5kg4jLjdnuMda8qt7SHw/ovlI2BEhaSTuzdyazvB8UjyvfuCJ5W35/ujOQK2pTu7HFXpq3M3qe70Vl6Vq0N9GsbSKLhRhl9fcVqVucQUUUUAFFFFABRRRQAUUUUAFFFFADSMiuA1+yVXngkQPHzlW/iBr0Cua8S24MiSf3lx+VY1l7t0b4eVpW7niGpeHbiwzPpIYxsfnt2OcfSspdXubXcJRIkiH5g3GK9RaFUlww6niuO8TafFcXBkZPmPG5etZKd9zrdPsVbfxdj94SWz0Ga0JvFJNsrJIAxPQnrXJ/8ACNlnUrMePUVp2HguS7lBluXVf9kdaTcBxc9rGmfE9zfuLWy3PNINgVfWu28L+Hho9s0kx33U2Glft9BSeGvDFhosZMEeZGOTI5y2frXSgcZNZynpZGkY9XuB1qfSrSUQ2/2hsFlQtj61ydr8StY1nVVtLOCCAJzN8hJQehz61tanKkKZY8noKxbW1iinmuEiVZZ2DSMByx7ZrCpiJRVkzkxUYJ3W56bpN8b6xWVseYOHA9avVx/h3UFtrkwSHCS4GT2auwruw9X2lNPqcYtFFFdIBRRRQAUUUUAFFFFACVR1PU7PSbKS7vZlihXqxPU+gHc1e7V4/wDE/WjeakmnRPmK1GWA7yHr+Q/rWdWpyR5jswGDeLrKmtuvodPf3uneLtPkEeJrKWPZ8wwTz1x2weleWyQXXhLXjb3JLwSn9zOR98dAD6MO9avgTVPLnfTJDjjdF7+ors9R0u21Wze2u4RLE3r1B9Qexrl9o5ano1sL9Xn7PsRaHcrd22T61R8SWN8YjLZKruv3QRz+dcvJ/a3gqWUO0tzp7n5J8ZMXsw/rVyDx5DIhy6E7guSfUVSj1RkpW1OfRvFEtxslswkeerL1FdxZo1pYr52zfjOFqhd+KrTyRKXjaPncT6e1c0vilbqTybeKSSZziONRljTa5hOpbd3NfUHu9WuE0y2i8+5uH2xorevc+gA5PpXrfhXw7b+GtEisYiHk+/NLj77nqfp2HsKwPh7oEljDPqV/GP7Ql+Tg5Eaddo/TJru63pxsjz69RylYWiiitDAKKKKACiiigAooooAKKKKACiiigAooooAayhlKnoRg15P4j8KOupPf6Y4t75Hyy5wkv+8Ox969armdZQfbXI6MBWdTa5vh371jyibxnqunSAahZzwSdwykqR7EdqavxFhk3iWU4559unSu8miifKyRq6+jDNZ76VZM4P2ODj7v7scVzuaO1RfQ88k8Q6trV8kenQPKikjewwM+pNdRoOiNZOby9l86/cENIPuqv91a2TaJENsaKgHZRgVQ1G9+xQHYpeduEQDOT7+1Q5OWiKtbVsz/ABDO17NHpcGWLkNNjsvYfif0rd022FvbJGEIIrI0zTnTdI7Fp3O6R+5NdHFGsUIQNhiOtdtKnyo4qtTnZH86ybkJDDnI7GtqPxRPp8ObtllhQDczfeGTgAHuc1kxoZJMr0/z/wDXqn8msTfu8G1gk+Vu0kg7/QdvfNaGVrnpFrq1ndqNkoVj/C/Bq/XAQw/u8MCT61dt729tCAkzFB/CxyP1pWJcTsqKxLXXNxAuI8f7S1rxTRzLujcMPakTYkooooAKKKKACiiigBrMFUsxAA5JPauQvNbtNaEosmLx28jRGTsWHXFaPjGWWPw9OkJKtINuR6V5B8MtcWY3ujS5W5WeSVc9x3rmq1HflR0YdLmuzqr87GLe9c9qg85RwOTXS36CWNhWG1tvYA9q5zvWhStLHeVOK6fT7VYyOKhtLZI15rTtQCT6VLKv2NCEYGO1JdXcdpCZJCMdh3J9BUMt0lvHu6n0rImaS6mLynJ/hXstZVKiirGFasoLzGSTNcTmaUZP8KjtT1Zep+tMbZCMZqIM0vQYWuCT5meZKTm7stLMoG5vr/hWpZeLb+3CpLGlxGOB2YCsDPbtThgGtadSdP4XYDu7Xxbp0+FmL27njDjj862ormC4QNDMkinurA15YDnipIyY2DRM0bDuhIrthjpL4lcZ6rRXB2fiXULYgSsJ4/STgj8RXT6frtnfkIH8uU/wPx+R712UsTTqaJ6gaho7UVQ1TV7HR7Vrm+uI4Yh3Y9fYDvXTsOMXJ2S1L9UdQ1aw0uEy313FboO8jAZ+g715d4h+Kd1db4NEjNvF0+0yjLH6L2rz66vJ7ycz3M8lxMeskrFj+tc1TExjotT3cJkNaquaq+Vfiej+KviX9pBtNCkeOMjD3BXax9lz0+tebyTvKxZ2LMeSSck1Vkc54PI5pysGANcVSbqO7PqsHgqOFhy018+rJEklhmSeByksZ3Kw7EV654W12LXdPDHC3EYCzR+h9foa8izVzStTudF1GO9tu3Dpnh19KUJWZGY4JV4Xj8SPabi0jnUqyAg8HNchqPgDQ7uQyNZ+Wxyf3TFRn8K6nStWtdYsY7m3cFWHIPUH0qxKoNdHmj5JpxfLJHnDfDrSYyNzXTKD0MpxW3pPh+x0+4ijtLVIwW5YDk/jXQTxZWq1kCL9c9gaabvqDStdHV6LqNrO11ZQvme1ceap7bhlT9MfyrZHSvDfDfiTyPi1ekv+4uLhrVufTAX8mFe4Z9K6qcrr0OHF0HRkuzVx9FFFaHKFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJXFa3rIHjC30jaMyWjTZz02kf0JrrEullm2R8gAnPr9K8p1ed3+KyzMfmWzbHPuOKmfws2or3jp3UbskVGVX0qwW3RKfUVXJxzXCz0EV7lQsZNU7fR8ym5nXMjjgH+EVu21p5rLLMPkH3VPf3qWWFnkAUc966aNK3vM5a9X7KMdY1VTheBSLCzyDOcVsLY4A3HNcb4j8VCB30zRiHuW+V5l5EfsPU/wAq6jmG6tdPqOojw/p5Krn/AE2dT90d0H9fyrqLGxW2to4okCRooVQOwrK8KaINMst8uGuZfnckHP510wAwP6CgZAIwhPzU87XXAIFS7Qo6cfSlZAeRn8qAKm3HUg05JWgcPG5Rh3FWPIDdC2ajkjKITgE9lPc0CLsPiBkOydA3uODV+DWbSYgMxiJOBv4B/GuYaPgsc5PU0wOUBB5HQ+9KwrHdg5GRRXNaVqS258t2IiPY87fpXSI6ugZCGUjII71JLQ6mkgAknAHU1T1DU7PS4DNdzKigZA6k/QVw+o6vfeIt5ZjY6OvLAttaUf7R7D2rCrXjTWu4G/rV/b38KQW0gkUNksOQe2K8Fe5j8OfEe8u7RkdCSjBTkEnrzWt4x+Idva2kmleHZA0pXY9yowsa+i+v1ry+2kwAHLctliDyT/jXPS5pyc56XKjJxd0e56ZrsWoOwJwSOQa2o9PEybl5rxXRdfht77yppWCHpIByv1r2jR9Xgg0fzpG3gLkY5L/SlOPJq9j0KdWMo8xBeFLKIvIwVR1J7VlN450q1jZV3hgpwSOGqtqc9xqspdkIVvuqew+lZdzoNvNEImVQW67R0965HU5mcdTFSbtHYmj+JGkTvi4NxE3r5e4VYHjzw7/z+yfhEayD4Q07aFCkD+Ju5qxb+FtOhYHyQ2PWpkqLOdyvqyzJ4+0IH9zFdzk+kZAratNVTU7RJ4YZIVbs4wapw6ZaxgBbeMAf7NX402gBRgDpispcn2QuSb/SlBoWPvUoTAzioECjFSKaZQDg4oGTA9qdjNQqc8k4FHm7xhflH971osK5tW3iG8srZ4y6SKFIQyknae2fUV5l4ibVLi9N3qk7XLsfkcf6sD0Udq7UKoIPU981JLbQXlu0M0asjjkGt44iduWT0PTyzHxwlXmlG6f3r0PKnfNQk1e1TT5dMvpLaXtyrf3gehrPatUfoMJxnFSi7pjSeaRW2vz0NFJjNMZaTGcGpMZGKqRseFJ57e9TrIMVJrFpmnoet3Gg3m9Mvbuf3sXr7j3r0+01i21C0W4tpg6N+h9D6GvHyc0221SbTbgyWU5WQ8MoOQ31FaQm1oeTj8uhWfPHSX5nsEt8QOoNVPt4gDzvwEUmuHh8XXJT95Art3IYitLVNST+wDchsLIuevtWsZJvQ8OtgqlGN5o800i+kfUZbhmO8zs5PqS2a9c8K/E2bSrttL1xmntFbEd11eMdt394e/X614voyMZDIAcMx/nXT6rbuGhm/vxL+YFNzcJ6HbSwkMVhoxqI+oba6gvbaO4tpUlikG5XQ5DD2NT181+E/GupeF59sL+daM2ZLdz8p9x/dPvXvPh3xPpviWyFxYyfMAPMibh4z7j+tdlOqpo+dxuXVcK77x7/AOZuUUUVoeeFFFFABRRRQAUUUUAFFFV7i6jt1G45Y9FHWgB80yQpuc/QetZ9xfGXMcYwvc+1Vbi5adg5OOMYB4qCa5uYrOQWccTTn7hkGQKpIqwuoapFoGg3+rXHCwQkoDxvbsB9TivPNcuJF13RNcFqq29xBtndTkrIyg7W/pXT3Ph59WcPrt3LflTuEJO2JD7KP5mrc2iQTQJEuEt1Xy3iC5DDHy49CDSnG6Lpy5ZXFtCJrCFv7wpt0YbVGd2UuBlY89arafdC2tbhZuWtZDFx/EwH+HNYN1fS308zqcqPkXPc96wp0tbyOipV6RLjeMJrX5JLZLl84REJU496spr+v3ufsegxRZH37i4yB+AFQaBoaxuZ5wS59RXVKoXAFdJzM5ifSPEGrKU1DVxDC33obVNgP49an03wlp2mOrxxb3H8T10J49qTJ7GgBipt/hxj3pevU/TNKQSeTRjnqB+FADWVh1z+FKqnOTvH40/ae5Bp3TJyM+lAhrE+u72qs+Xk+Ukqg6H9as7lAYsBgdfSq8WRIwY/NtGc+poAGAKtnrVMhVODwTxV3aSQDxjjPtVe5McZO8/8AHaonOMFeTHcqMjcYx61YXXbiwtWhRw2egxytUZ7wlSFxiqeC59zXl18c5aU9CHK4Pvvrn7ReOZCOQGOQK5bxdpN/rPlxx3kohUndGDtU/hXXYCLgde9QSIDXApu9ybnmkfgQADcentVlPBEMUoO0MjHkHsfWu9MYHYVDKAFzgDmtfbzJPEtV0ia21uS2t13yedsRR3z0r1PR9LbS9NgtGkLsvLknq3fHoKq22lo/iu61SRf3SIvl5/vkYJ/AVtSTbG4AOTzg8rxnmtsRXc0oLsHNbQQgL/vH9Khbk8dT3pxkDcmlRN3Cg4rjAYE5GRUqqT2qVYDnmp0gxRcLESIcjIqYLUojxS4xSAaBgd6dn5RSZppNACk80zOZcUZy+KiViZSucE8/hQBJI2W2joOtCHvUJOSWB78VMBgACgROG+UdamjaqwNTIcGkxoxvF2m/bdPF3EMywZzjuvevPG5r2JdrAqwBVhgg15ZrNh/Z+q3FuAQobK59D0roou8bH2XD+Mc4OhL7Oq9DOooxRWx9HYCMj3pGaYkY2D3NOFFAyvPHPKuDOwHooxTooVWPAUBh6d6lNHQ5HWi5KhFO461V5WcfN8np29z7Vemuftfho2ZO1lfcCfQj/Gs2VQTux9aivJCLJmX+Hmri0mrHHi6Mp0pJu9tUQaZbmFdp/hJrch1K0vbQ2k7FJIiVViMbh2I+hrPtIitmGPVhnP1pkK+XJSk7tsqnBwpwiuiEmjKM2eo+9j+dXdH1i90W+ju7GdopVPUdCPQjuKJx5yB1/1ijj/aHcVR2gEEf6tuh9D6U4ye6FUpqXuvVM+hPCfj2y8QRJDcFbe86FCflY+x/pXZdq+VbK5kgmBVtrrXuvw88TvrulSW9w+66tSAWJ5ZD0J9+CPyrso1ub3ZbnymaZWqC9rS+Hqux29FFFdJ4gUUUUAFFFFADHYIhY9AM1z8kjzSGRzyT3rV1GTbAsf99sfhWPnp71SKQGlHY80HGcfypD2zVFDieffpTkPX60w5zxUdxcCGzkc9R2oEc7rcz3MxitxnJ2rj17mtDT9HS2ijjIbCDn3NM0q1Ekn2uTOP4VxWzkDuaQCYEYAUgUmSec/lTuWOc0h46k0DF4bg0AAcc0mQRj+tCnnGB+dADtqj0z9cULtBA5OaU4xRhDwPzFAhkn3twHT0NAbcmcDPrSSAkEZJI6UxJQAOeo5FAEOozmHT5W7thRx6kD+tKp3Xcwx+lVNdlKaWc9pFJPsDn+lSK2NSlP8AA6Bsk+1IESXt35GAuBIe57ViyzMxJP6067m813f3/SqiEuTk8V4GIqupO72M29R4y5yRxUuQv17UKvFGMtzXOIADTGqRjgVEzUANx3rN1O6S2gaRscCrztxxWLqdv52wPnaWANNbiLKHGmCVl5dNxH1pltbbysilmX/aNWJRui8odOlS26hIRH0xTvbYVkMFnEWGQc1OsSrwBTgOKd0qRiAAdqXPPSk706kAE00mhjTC1MAJ4phNI7UzPegADYnC+oqBJAb65YdIlCDHr3pJnKTQuOithvoahhHlT3oBzvmDD6EVSQFxR0FSA96gDY79TgVITjj0pCJlPNTKearK2MYqZWpMCyp5rm/GunLJaRX6Ab4zscjuD/8AXroVbpUk1ul3Zy28ihldSuD706b5ZHdl+JeHxEanTr6dTyErzTcVauLd7eeSGRSHRipB9RUBFddz9KTTV0MxRinYoNFxEZoBoNJTJFPNU7x9kLIejcVbzxVS+UPbn1BBFNbkVPhdi+r/ACuv8KIo/Gos5pScFl/vEn+lMGRQS3fUnR8Ae1RMqhmB/wBW3XHb3oBxTiu5eKQWuiJwyEH+JeDjv6GvQPhRfND4vEIPyXNu6ke4ww/kfzrhUG8eW3XoP8P610fw9kaDxvpwzjMhU/iCK2pO00cGYQ58NNPsz6NooHSivSPggooooAKKKKAMjVXJuI05wqlvz/8A1VnRjLe+Oa0tVgkeUOi8bME+nNZ6lIxtB3P3x0qkUthSCpIGM+tNP1yfegks2RilIAPX9KYw68c1n6jEblIbXcVWV8McZwBz+XGPxq+SG7496RYg0yv1CjAoAECouxY1VQBgAbe3OB2FA246Yp5XHIUimYx0oAdgdzigYJ+9x9KaT0xmnKfWgY7g8Lj64pwHc4FJuA4FOU56E0CDAJ55prIMfKv51Jye9Rsxx9KAGh1VsPlW7Zqq0Y894ycK3IzxmppJEdSG7+oqjMfLADOfL7N3T/61AGbrMjz+HrxgAJYVYEZ9ATT1uN/kXMf3JbNSD65A/wAajF0jas1lOqj7REcc5D4B5H4VX0tgnhiwVvvxoYT9EYqP5CscRLlpSYMiuJhEjliAuRz9aZaltih/vHk1m6yzzKLWMgNJOi5PYdTWlbMHmkPZeK+fsZMvA0hNApDUgNY5wKjY84FObnim4wKBCFO5qtdwCUJ0GGB5qyTgVFgMSzdAOKAIh5inH7vP1prpLuVt6DnOBTwq5xt/WnqqgcLTAepyKUmmJTs0gFBoJA/GkyADzUbNzQArNzUeTSFuaTP5UwFJzUZOD7U/NMY9qAGSKGI9H4/wrP8AOAubkHj7gH1q9NuWLK87eRWPct/xM8qflkVX/SqihGvEcnPZf508HcwH4moIztgB7nmpkG2PJ6mkwJQ2WFTKwBqrH3NTIe9JgW0PFWom6dKpJ05qzGw4waQ0cL4rthDr0xAwJAH/AD61glea7PxrCC1nN3Ksh/mK5Flrpi7pH6XldT2uEhPyt92hXIpCKlK0wiqO5ohYc001IwphFUZsZmop1DQyZ/uk1KRTHAKkEdRQRLYGBYxv/eUH9KXPODTVOYYc9QoFP6802SkLnmno2DUfenjrSGTyxEx+YoyB1x1HvXQ+CUEvjfRpU6PJlvqoOf6VjWMgEgBGVPBHrXVeCLL7N48s1XmMSF4/oyHP8jWlL40cOPdqE35P8j3mijtRXqH5+FFFFABRRRQBl62ZFsN8ZxtcFvp0/qKyLOB47OKSQfPKN/0Ga6S6hFxayxH+NSKyrkGLy4TjEaKB+VNFIqNzxTcU4k9h+NNyT0xiqKFHuD+FPTgdaYMr3Wnr0+lAhjk8Z6Glx8uQfyocMTxtxQueh5z7YoAULng5NBOD92joeg/nSEHdw2KBkwKkfdAPvTgTt+XFRgkjnn604DigQjMRk96jeTttP1pWJGcAfSq8kmOe9AAx2jrmqM8ikFSAald+cFuneq0hJ48xT9aBmLrRS1igujkNbSrIjgdB0YfTBplnNM2jsZAhxNIybOhUtkVZ1OBp7WSJJFQsMZ38frVLTbeS10WG2mkV3UEblPB5NcWOdqVvMUjKvZA2pMM4ZFWZfyIrR0Zi9kkp5L81gavN9n1C2n/gcNC3sSOK6DSAF0u1UcYiGRXky+G5maQNLmo80uayEKaaTikamk4oENds9KicnbjNSN06VE5pgNzz1qQNx1qHJzTgec5oAmziguB9aZupjNQBJ5nFRM9MZ8CmbiaLASZzSZxTM0E0ASBu4pCQ3T8aRTzTXBHzL+IoAU524H+fasO9QLNDIvGcx49Oa21YMuRWNq0nkXMQIwvLg+pq4iNOMg7V9OtTt8x2joKzrCQtGGY/MRV9WyeDSe4D+gCCpRwABUSnI3HrUkfzNmpAsA4AGKniPNVlOWqeNuR3pDRmeLog+kRyd0kGPoa4Y16RrUXn6HdqMZCbufbn+lebdea6IP3UfecOVebCuPZv/MawqMipTTGFWe+yEio2FTMKiehGUiM03GacabmqMxuMKB6cUooJpKBDhTge9IKM0AyzAxDCvQvA6mbxdpEmMgRTZ/Adf1/WvOYTlq9R+GibtfhY/wANrLj8WStaK99Hm5m7YWb8j16iiivTPgwooooAKKKKAAVj6moWcHuVH41sCszVsCJH/iyR+FNDW5kMGI96cqnGcfnSBuMk4PrSg8ckmqLF6ZzgZ9KXDEDmjgcjFGSe/wCdABkDrjNJyxGOlG05J4xSDdnGD+dAEipgdeaUx9s596iIwc5NPGSOG/OgBQfx5xTycjjP5U3AA5GDTGKryGbH0oEMfgHBOfpUD7s4/HG2pS6Hkh/wFQvJFyB5gNAyrJHkksg/WomjRc5QZ96ssdw4VvxNMyQxAAWgCvjA4iXH0qhf5QLkAEr0Fa+wOuTz9TWdrCCNY2I4xgj0rixyvSv5ikcRrkAuLeWDON+Cjf3WHSr3hG5ku9PkaQYMYEZH91gTkVW1MYEkT8kcD6VW8IXv/E0urRuDMuSP9pe4+o/lXl2vBmZ14PvS5GetROwDEU3cetYgyYsM8daaSO/SmZPehmAGKCRSajkNG8etMdvxoAbnmgtSA0096AHBqRz6UxT1pSM0AJ2pnQmn5ppGRmmA6gHnmkU9qUjFADgD26U8YIxTFORT8YpAU52a1feBlD1rC8S3iGC1ZTwWPP4V00oWSNkI7V5/4pl8iWO2zjbIGA9q1pLmlYDd0u4LxBieelbcZyqqMZPJrltHk+RQecGuotTldzd+KU1qBabgBR1NTIAiAYxUCDfJuPQcCp/vEelZgSRjGalj/rUYNSR9TSAssiy28kZ6MhU/iK8rIKsVPUHFeqxnBFebaxH5es3i4/5asfz5rWm9LH1vDFTWdP0ZSNNanU1jWp9cRtUUlSseKhemjORETTacRTKoyCiigUEjhR2pBRmgbY9DhgfSvWvhgobWi39yyJ/76kH+FeSxjc4Fet/Cw/8AE7vk/uWsafTnP9a3ofxEeRmzf1WR6xRRRXonxAUUUUAFFFFAAKydUfcrRfxKwYfTFawrD1Ntl+PRkANNDW5QIx1pysMc00/Kxz1FIpy3PX6VRZLx2BpMHrj8zSYyOOB7U8Dtt/GgBOfWkw4PU07B+gppVs5I4xmgB3zZ6npTTuBILbe/1pCTjhgMnilAz1x9RQAM4PU8+wpucHg9fWnFev8ASk8o54OfqKAGkkj1qMZH8KgdM4qx5TYwFx74pjKoPLYHtQBAecZAJ5NNK45GCTU7bNvGc44JFR5GBgf0oAhCu3UECs7WFH2ZSRwSRWoWPIwfwrM1gs1icgjDdK58Uv3MhPY4u/QsCzHODg/SuNuZ5dM1WO6gJEkTbhjuPSu2vXAjPYkVwmqMGnz2zxXk0tTM9Qt7uG+tIryEgxyruHse4/CmGbLYzjFcV4Nv/Jka0eQ7S+5FPTkY/wAK6INIty6yHndmspw5XYGawYHmkdqgiO7NPc81mSKnLUOeeKWLuaQnk0AIDSGgUlACDrS0hpRyKYDTwaO1DU0/doAUdad1pq0vIFACjg1MCGFRjkU5cikwIZ38o5PSuF8f2wltI9QhP7yMgMB3Fd/MiyIVb061wPibfEstmzBkcZX2rbDu00C3H6AfMgjkJAUqCST1rroZ4QAFcsemFFcLo5LRxbjhQAAP89a6+2OVAVSP0p1FqD7GskvpG3TvgVKruQPlUD3OapxlnwF5PTAGa0IbC8lHy20xB/2cVnyNlKEn0AM7Ywyg/SpFEgI/eDHstSppGoHj7O3/AAJhUg0e/Vf9Tn/gYo9nLsV7Kp2EXzgMqUb0BGK4nxOuNakYrtLKpI9DXc/Z7m3XMsEqqP4h8w/SuF8SSiTWpipyMDn8KqEWr3PoeHITjiXfs/zRjGo2GOtSMx7AVEQT1rQ+2Gnmoz3qXFNIpkMgYc1GamcVEaoyY2ikPWighi0UlA5NMTLlhEJJ1z90csfQDrXo3wovl/t65z966DfpyP0Fefw/utNu5e/l7R+JAru/g/YPPq818wIjgjIU+rHj+Wa1oX50eXmsorDTUux7XRRRXpHw4UUUUAFFFFAAK53WZg9z8vOwbT9a6IVyOtF7bUZNnKvhueRzTQ1uPH72NX6H+tORccnrVfTbsXCzRlVDKAflOc1ayB2qihC3HSl3E8LjFI3IpoyDz0oGSBgo5/Wl4J3ZpAu76HtTwgXvQAxQuT79qQqo53gfjSsOew96RY9x5Jx6YoEOBTjaCxprFsDCY7cmpcIGxg5IppOBwpPHegCMs+fmICj0FMLL1Bz9akcFsZbYPpimNsB4O7jsKAGYJIyc9e1MblecY+tSs5I44qozHeeB19aBi5XooAHvVDU0P2KQg55Bq4VzkFl+gFVL7CW2Dnls8/SufFO1GQnscHrDlFJUdsj6Vw99IGYntXa62pCOqnBXJU/0rhLo4ckDvyPSvLpIzZXEskUivFIyODlWXtXf6DeT6naQXNyB53KMR0OO9eeOef5V6B4NcSaLKp+9HIR+YqqyXIB0NsOCfSnN0NLGNkR96Y3piuMklQbUqNulS8hBUL9KQCr0zSUg6c0vemAhFCnAoJpPQ0ADcmkbpS9TQ3SgBENOIpq9KdmgBV471KOahxT0bHFJgK4rznxxvhukkHSvSG5FcB47iJVWNbYf40C3KvhZP7RGA+3YfmPWvT9M0m0QLuQyH1c/06V5X4BJS5u1J4+VhXr2nNkLXXKK5rHpYenFRvY37SKOJQERF9gAKvKfl61RgPAq4vSq2OgdgZpCFpwpDQCRVmwGrxjVmY6veFuvnN/OvaJhXjGscaxef9dW/nWVQ97JP4kvQoMabTjSYrI+iEprDAp+KY/SmD0K7nmo6c/Wm00YMQikp3am0yWJSryaSnJ1pknT6DYwX8MsFym+M4JXOM4NeneCPLttRMESKkZiKqqjAGMGvN/C7fNIP9mu+8LSmLX7cZ+9lfzFb0HZo+czq92vI9Looor0D5YKKKKACiiigBK5nxQuyaBwv3lIz9P/ANddNXN+Khn7Ljr839KmbaV0aUleaTMjRv8Aj5uGCkHyx1XHetXYcdKoaEyu1xn7ygDFaUrY6HFVTk5RuyqkVGVkR456H+VNHXAwMH0pBwM04KccY/GrJHfdG4lqkDbsHNMCkj5tppSMdun4UADqrc8/nS5CgYBP40Kfl4FAznk4oEICCd2DnpyaXzMDAUZ5xR5fyA5yc+tKvHqOvSgCJz8wLKDz6Uwk5OAoGemKmd19MnPQ1AZH2njnHpQBH1YhyOOmBUbOE4ApS7hs4HT0pkjHshHvQMh3MzdCSaq618tvGDkHFaVuNx56D1NN1KzhuYFV8ggcMOormxcXKk0hqLk7I8r1ssu4q1cbcsXc5Ar0PXvD9z83lSI47dq4a70bUI2bMRP0Oa8+nFrcl0pLdGMyDPeu98DoDpl1g8mQfyrh5LK5QndEw/Cu48AJIlrfRuuDuUinW+AhpnVuAFAFR85qWQfMQe1MxyK4CBT92mNytPY8YpnagBo5FGabnBp3rTAbnmlJ4ptK3SgBRSkcU0U7HFADV64pxpMDdTiOKAEBpw9aizipkORQwELVyvjS3E2nFu4rqZBnkVz3iXDae6nnirpO0kC3OR8EOU1OdD3jB/I169pr/KteM+GH8nXkGcb1Za9c0qUFBzzXfL4j08O/dOrgf5RV1G4rKt34FaET5xQblodKaTSg00nmgaRDL9015H4pUDxHeYAALDp9BXrcp+U15N4r/wCRju/qP5VnPY9nJf4z9H+aMPFJTqQcmsT6cMYqGTgGpmNV5D1pomWxAeTS4zSd6diqMRpFNNSkcVE3SgGhtKvWmnpSoeaZmdV4ccrcAeqkV2ujT+TrNrITgCVR+Ga4DRpvKniJ9a62OUrIGHVTkVpSdjw84p3afke10VBazC5tIZ1ORIgb8xU9emfHhRRRQAUUUUAFc14kbdc26HsjH9f/AK1dJXKa7IJdXwG/1Shfx6/1rOq/dNsOv3iKOmxFdTJQ4VozurVlOeKzbDI1AY6bG61oyZ69/SnQ+E0xHxjccYGBRtPHH40gGOaUZPY8+9bGI4ZI4pcsBgnJ9KaOnPH40vC45/GgQokUkDGKUkk9CPSmk5YYzTjnI3D9aAFHPvxmjBGMU0DceuBmjcoGMk0AMLEEc555qKQ5HQ5weKee5PT2FMdkwOe9AyAs2AcEYqLLPyfwzU65DEAAj1JpigtLgKCfYE0AS20e3BK5I70Xh5x7VajXCjg+2Tis+/fDkVz4l+5Y2oazOe1Q5zXKXvQ10+ovkGuWvTwa4zrZz93ySK6bwZBtF0fVVNc1KN0wHqa7Hw0BClyO+xazq/w2c9X4bl+UkufrTR70Pyc00VwHAwcj1ptDUgpiGnrTs8UhPNL/AAUANHJpzU1KexyKAGjpmnjkUylU9qAHEc0o6YpDSg5FAETjGadEc8ZpsnfJqNGwaNwLJrnfEny2rjsRXRj5196wvEKb7Nh6Cqh8SBHm9tIbXUYph/A+T9K9W026ACkHg8ivJpTtkf2rt9Du2NjCGYllUZr0JbXO6hKzsej2t0GA5rYt5N2Oa4Swvm81Uz1rsrEkxqTUo7DXU5FIxwaSM02U80FIjlPFeT+KufEV19R/KvVGfINeV+Kf+Rhufw/lUz+E9jJf479H+aMXFKBRRWJ9OMfiq0lWHNVZGyapGc2IopcUDmnUyUNNRNUx6VC1BMhhoXrSUDrTMzXs8+WNvUGutgl39a5XTBuZR71t28hDFveqprU8vNH7sUey+ELv7VoUaE/NCTGfp1H6Gt+vM/AmrGHVWtHb5LgYH+8On+Fem16VOV4nxuIhyVGgoooqzEKKKKAILqdbW1knf7qKWNcCty9xO8rn5nYk10viy48nSPKHWZwv4DmuTt/vAe1c9Z62O7Cx0bNOwbF+me4I/StVs47VjWx23kJ/2q2XGRjr24rSg9CMQveIfmP/AOunBinXn6UhXBwM/jRg554FbmA4Nk7jj2zSkgncfu+1AC8An86CQuAAP60AKDkkAAAUw5ZieDinBgRwefcU5ucigQwMegBwOuKGZumcAdzRtI5Bx6A0pL4++p9aBkDOWGAcGjbyOjHPU08gseD37ClPyr90569aAIHGN319aWNHc5/meAKJFYDO3inQn/659aALSxjaOBgDvWFqU48wc1tTNtiYnJOK5LVZsSsPSuPFS2R04aO7M29kznmuevT8prTuJw2eax7pgQa50dDRmwR+beKD611elxul3OwOECBTnuawtMjzerwDXWwoIoivc8k1nXlaFjmrO0bEbgkn0pOgpzHJppNcJwsaelJQQc9aTvQIaaf/AAU00oPy0AInLU8jimJ9+pT0NAEJpV601sihfrTAloB9qZnpTgenpSARwTUHKmrDYqBxwcUICeF+1VNYtzJaMyjPFSRN2qwcSRsjdCO9PZ3BHj+op5dy/bNdXaj7PbR9BuAP4YrM8Uaa0N0zKOGzitSI+fZ2jLyWjXA98V3OV4pnRBm7ocRnvs4+RRXoFkMKBXMaFZ/ZrdARyeSa622jwMmkj04qy1L0ecVFOcKakztQGqN3cfwDkmrGhC/HFeX+JJEl167ZGyN2P0r0rBxmvK9VOdVuz/01b+dZz2PbyWP72T8v1KVB6UtNbgVkfSEL1WP3qsOagAyapGUtx4HFL39qKKGA01EwqU1E9NEsjIpB1oNFMxZuaR97PoCa0oDkDBrL0g/u5fZDWnbHgCqpnk5k/eivI07K4e1uo5oyQyMGH4V7jZXCXtlBcp92VA4/EV4SoIIZfxFes+Brprnw3GrHJhdk/DqP512UHq0fN46GikdNRRRXSecFFFFAHJeNWytlGO7Mf5Vh2q8ZPQCtfxgx+3WqDBxGxOfc1lRfLFyeTXJVfvHpYdfu0KXZZEI7MMfnXRtwx/TFc3Dh7uFPVxXRM3t1FbUNmY4l6oY30oOR0P4Ug68j8adjC54roOcEY59ads3cg01PUjipP4cjkehoAhKlCe/41IhDD9TTWjXOTjPU80qyAcDZz3oAcy8cMM9KjJA4J6dqlD7s4yRmmlAVywGccUCEO3HHPbr0o2A4wP60gGDgZJ6c0Mp6qD+dAENwjONqtgn2qaCPy0GGBI9aYFdjzjJ9O1TYwMZHpxQBXvG2RZJ4Aya4TUJy0zHPU112pTZicDoePwrgtVcxS7h0z0rzKs+adz0KUeWFilNIfNK1SnbJIpLuf9+sg6GqtxLnoahGjNfRkDXi+3Jrom6GsDw0n+vlJzgAD8a3XauWvK8rHnYiV52Iwfeg0FhSE8YrE5hucH1o5zSjik3ZyaAEY8UoztpOfSnDJoAFHzA1Jio/xp+eKAI3FMFPNMI9KYDj0pB060gzSjg0ASDpTWAIp4HFNPGRUgV9uDTy+FzSsvPWq80myM81W4IwdfKXEZU/eHINWfDNgZ7eAsMLGMD86zbpWv79bdOcnLH2rvdHsBbQIoXAAArqgvdsd+Ep395mvZ24AHHNa8SYXNVbZMY4q2DgYrWK0O5sZNJgYFVbePzZmkPIHSpLhsggdalgQRxY/GgZXn2oD2AryK/dZNQuXU5VpWIP416d4gu1tNKnkJ/hwOccmvKc81nPsfQZLT0lP5BTXp1Rv1rM91leQ4pqUNySKcoxirMXuKRSZ/SlpvekMSo3FSUxunNMlshIpKU9aaaZizY0k/u5v9w1sWwyoNYmln5ZR/sVs2bHGKuGx5GY/GvQvq2BjNegfDafdBewk8hlcD8xXnZOW4rtPhtLjVrqLs0OfyYf41vRfvnhYtXps9OooortPICiiigDivFjA6tGO6wj+ZrKV/3XI5q94lJbXpc/dVFH6f8A16yJXaKMdMda46nxs9Sj/DRZ05xJq8Az0yf0rpnBKKfauP0Rw2uQrnlg2AfpXYsB5QyvA966KHwnNiPjITkjBH60Y2jnOPSgHng0pBJyTmtzAVHU8Z4qQ46AA1Dxu6cfSpk6EBeKBDWBI9CT1xmoWJB5I+pFWug4x+dRNnaSR37GgBqSYwDUxHGMgCokK9jzUoCsOp9jQA0kAdeevSomJLY5wTT2C54UkCkJIHCkfjQAKm7uR60THy4XOcdhTgGI4GM8ZNQXZ2okZOe5rOpLli2XCPNJIxruT5SM8VxusLuYmutvB71y+pKTurzT1HscrKSTg9qryvmrlymGJqg/WqRmzqfDK/8AEvlbuZcfpW24FY/hfH9mSe0mf0rWY5rgq/GzzKr99kZFJ3pGzSZ9RUGIrHOQBmgdcChTtUnFHTFABnmjODSkUY4oATPNOzTM+1OFAA1MbgdKeT7c0xuaYDQTinLzikFJ0oAsr0pjjFKnIocVIER5UmsbU5wiketacj7ARmsR1+16ikY6Zya1pxuyoQ5pKKLvh3Tvn+0yr8z9PpXc26AAdqyrC3EaKBgVuwJ09K6kj2oRUFZFqJSAKlxgEmkUDAApsr4Bq+gt2QMN0tSGTaMZqJTjJqlf3YgiZ2YDaCc0io3eiOY8bX4byrRWByd7D09K4yrN9dve3sk7kksePpVasZO7PtMHQ9jRUevX1FqGQ1Marv1pHS9iIDk0+kxg0p5FUZiGmml700mglsO+KjelJ5qNj70EtjT1ptBNApmRoWL7IpW/2f61qWc2WHpWTCNto5/vMBVi1k2sBnitILQ8fMX+8S7I6DPIIrrfAB2eJEw334nBH6/0rjY23RjHUV0fhCfyPEVjISRmTYfxGP61rT0kjyMQr02ez0UUV3HiBRRTWYKpY9AM0AedavKZdZu3IJXzCB9Bx/Ssq7mODn8Kum5E8zsVPJLdOOTWRqExLEdK4pvW568FaKRPoT/8T63Y4yWI59wa7s8pgY+grzbTXK63YKucmZa9JXviumh8JyYn4kRUnOeM57mnlc/ebBppAXqPyNbnOBbHGCakiOR6496jCrxgYzSgAnnpQInJPXgcdc0mCcYxgDsKAynCqRkU8ZxgMTz6UAQOX644+tIpwewNTY5GcH2NNZQAMj9KAGMoJzuYnpT0BAz2680AbeinpSs3G0YyegoAU8j2rOu2PmnJ6CrzPtXk9ay52PnOSMisMQ/cN8MvfuZd02WPNc7qGDmuiuAMnFYeoINpNeeeg9jkr0YJrOIya0r77xrOAy3TpziqRk2dL4aYrbzL23D862j9aqaZbi106KM/fYb3+tWzycVw1HeR5dV80myM5FNLA05iBwBmmYA5xUGYrDA4NIh5NKWGKbGQTTAlPIpf4KaO5B4qTqKTAgJ5p24CkfjtTVOTmmA8etIeKUHIzQRSAYeKSnFc1GeOopgTxHtTnPHSoI2561I7fJzSsBm38xjVu1Hh+zaRmuXH3j37VVvSbi5SJeSzV1Wn2wigVV4wK6aa0O7CQ+0y9CuMDpWpAuAKpRJ09avw8VvE72yxnC1WmbJwOtSu3GRVUncxY9qZKGyv5cfXmuH8V6k2RaRt94ZfHp6V1Gp3qW0EkznhBXmlzdPdzvPJ95zk1EpWXqexlOG9pU9pJaR/P/gFfOTS96QjmlzWJ9QDHioG61IzcGou9MlsDSZyaDTCaozYGmHpS5phbigm6EPWo2NOJqMnmmZyYlOUZNNqSIZegk0BETYZA6NmokbYwzXWeG9DOraJqrx5MtuiOqjuMnP8q5a5hMUhBHStoJqKZ4OMmpV5Ltb8jStZjgYPGa6HSrg293DKDyjhx+BzXHWk207c/Wuis5shGHIxyKfU45q6PoONxJGrr0YAin1maBcfatDs5e5iAP4cf0rS7V6CPAas7BVDWJzb6RdSrjcIyBn1PA/nV+sfxJIU0llB5d1H65/pSk7IcFeSRwjF0tN2PoKwLiXzpivvXR3qs0LDcDxmuSRtskknYDpXIlc9cu6J+88VWSgZ2sT+QNelLndknjrxXA+ENNludTe/ORHbL8x9S3AFd8o75GR+ddVJWR59eV5AwGfekZQO+T/KnsuSDk0YXuK1MLkeB3JP1p3bAwfpSFV9KTjGKAuOHUE4OKeOASDgnpUY2+nWlD7eoAoBk249eOOuaMsRwMc1GHB+XBJNLk+w+agQvAyTg80gHOcAD603JbhSPelOQuOM/SgCOdMjAIxzist/vuPTitAqTjOcYycCspydzkf3jXNifhR14X4mVZgeSaxtQH7s1syHJOaydS4iJrhSO5nF6gcSEVBYxefeRRf3nFPvz+8P1qx4ej36kGPRFLU5aRZzVHZM6l+elN/SnFjjmmZyOteeeY2JnkmggY607aB1pmCWz2FAhMACmpgMeKcw5oAwaYD93bFSLyKj3YpydcUmA2QGoRwasSDPNV8YNNASKe1SVEnJqXFIBKjepRTXXimBAGwabPKViJzQ+FBNZN9d4UqM5qoq7GWdKh+06k0pOQnArsYY/lFYnh6yaKyUkfM3zH8a6WNMACuqKsexRhywsSRCrKHiowuBS5KrirRbElc9BVaWUqMDqaWWTAPNYOt6qLG2O0/vW4UU/UunSlUkoQ3Zi+K7/eyWiNxyz49a5YHg1Zu5TJIrMcsRyfxqsetYSld3Ps8LQjQpKEQzmlpopc8VJuNamU9qYTVIljSaYTTm6VGT1zTM5CHrUZOOKex4qNjTM2xCaaaDTaZFxaltxlqhzVm1Gcn0oYLc9a+EBButTjODmJDj8TXP+PNAOk6xMI1xDL+8j/3T2/A8Vo/Ca68vxJNB2lt2H4gg/wCNd5490b+1dAaZFzNbfOPde/8Aj+FdlNc1FHyWYTdLHS7O35Hz4hKMfWtyxk2qvJK96x7yHybgj3rQsixCgH5e4rJo1Z7l4CuhP4bWPdloZGU/Q8j+ddVXnnw5vAJbq0OBlFcfhx/WvQq7IO8UeHXjy1GgrmfFjFhawgkfMzNg9uldNXI+IiZ9W2Z+WNAv4nn/AAoqP3R4dXqIx5Io5UCd8Yrh9Thmsr0Qsp8uR8K3au7aMYx0x3FVbi3WQDzFVtrBlyO4rniejK7Wh0em6V/Y/hZIio86Rlkl+pPT8BTouvJ6VDJ4igvrFIXxHc7xvj9h3HtT1IIBH8q7I7HmNNPUsHHHJo354qLd70gDE5zxVEkgODjPHtSFST8tLkHsPrRnoQKAGBSB89G7Hr+dPzkY/rSfL360AKuO4z+Jo3H+EDI5pwyV4UYpN2cgAgj0oCwq7s5BP0pJC46/zxTgSf4eo9aYRyeMUAQEl8jIAz2Oayh827B7mtknCHA5we1YwZVjB9a5MU9jswq1ZXwCevNY2ruFiNbEjrk4FYOrH5DXIjrkcXfH98R6mtnw1Cd80nbbisS4PmXm0etdnpVmbXTlDDDSfN+FKs7U7nHXdkPJABpuQe1K6hWINM4zjNcJ544nJAFLtAPtUanBz2qQEBT1OaQCMMfSmkU44xScd6YDAfWnq2DTSF5po46UATscrVdiM81NkVC4Gc0kAqFc9amyD3qtjBz3p3mU7ATA4pclhUStmnlgFNIClfPtQnOOKxtOtpNU1ZU58pTuYirOpzNLIsESlnc4AFdRoejrptoFPMr8uf6V00lZHXhqXNLmexqWsKxRqoFXEX5qZGvNSpwehrZI9JknQVXmkCjjrT5ZQowDzWdNNk8GrRJPbwvd3KoTtTku3ooGSa8v1bVWv9QlkI2puO1fQdhXolxci38MaxdI+H8kQBs92bH8s15DI5Zj65qZ25UketkyTcqnyX5l9nDEc9Bimk1WRsnr6VLzisGfTxehIKdj3qEE1IDkUigbpUZqXio3PNNEyQw1Ex5p5JNMx1qkZSIzjpTG61KelRHrTMmNph6081HTIYGrVmfnI9aqVZsj++A9aGKO56N8Kmx4vK7c7reTn06V7cyq6FWAKkYIPcV4x8JiP+EpuRxk2rY/76Wvaa78P/DR8bnTvi36I+e/HuiHSNZkiUHy85jPqp5H+H4Vjae5CFcc9MntXrXxW00T6PDfKPmicI30PI/X+deU2cBbeT90N0qKiszTD1HOmjtvBd2bLXbaWRxiRvLb0w3H88V7H2rwC1YrJHIrkFD09DXuGj339o6PaXZ6yxgt9eh/Wroy0sceNjaXMX64i6kM1/O5OcyE/wCH6V2kjiOJ3PQAk1w0WXJfHLc/nV1NrEYVatjpgqx5qFoxKuAfpVfUL6NQYvMXcByN3IqjY300OoJaXABSQfJIp6t6EdjWDep6Sg7XKPicS2MUd3DndCS/T07V1GiXy6hpkNxGQVdc1m65Ek9oytyCMH8apeADJBpT2MykSW8hTnoR2IropPocGJjszsxjbk4xQCc4AO2lHH19zS7CeWKj8a2OUYxIwEGfWndsYYH1p4QdmXHtTvLXoWJ47UCIgMdznrzSkAqBk5+lOEKKSTu596ftXPy7j+NAEYUkdf0p4jOc8D8KcA4PRfzp+SV7fhSAjCv6nHHQUjRkclfxJqU7jxxjrxTSrcdfwFAEEybYXYjHynv7VgMQ0W0VuXwkWxnJ3L8h61zihgucHB6Vx4roduE6kTbkLBhxWLq8g8piewreLMRzXNa+3lwMSeTXNBHVIxPD2ntquuBNpKAlmPsOtdzfPvvXKqqqPlVV6ACuW8M6oulN5ENo097dEEuzYSNP5n1/KulyjAkpIT60sYuWEYvqeXWnzPQqzREngVSKssme1aqhOeHH1FMkgjI64+tcFznKCsRgHFPxTmt8EkSLgU0bd3D/AKUwDYRzSkAjpzUisucFhTiEP8QpAU2U5xTeelWWRO7D61EYl7SL+Jp3AQEio2Jx0p4j/wBtfzpfKJ/iH50AQMSRx1pjZKZ71Z8g4IqM27KQeTRcCCGYbsZ6Ut3eJHETkdPWoLqJ4vmQHFVtNsZdZ1QRspFvH80rY/IVpGPMy4Qc5cqNTwxp/nyyajNjceIge3vXUxIWPelgt1RQsaqABhVA6CrccezgcV0pHsQioKyFVNv9aHfAwDSs+GxnJqrPIEUk1Y7EFxNgYHU1l3UjMrIhwT1NFzcEkon+sb9KdDCTBhuWrKrUtojjxFW3uoxPEM8tr4Y+zqGCSzbnPY4HH6mvPt5Jz0Oa9jmtYrmwEFxGHhkDBgRXmOv6HJo14WTL2rH5XPVfY1UV7qPeymrGNKMShGxD+1W15FUIpAT2q/Gdy8VnI+mpO6FzTweKaVpVBqTYdUb9akIphoEyOmEkdKkx7U0qT2qkzJpkDMabjFTlO5qCQnoKozku41yAuO9Q04oeppNppmLuxKnteJN3pUO0+oqxb4AOaGCTudz8MJ1TxzaBmI3xSqPc7c4/Svfa+cPAdzNbeN9MeFAzPL5ZU/3WGD+nNfR1d2G+A+RzyNsSn3SOa8eeSfCN2JmCjKbc9zuHArxyBAEYKPvHNdD8QPEb6rrx06B82tqxTAP3n7n+grFgQDFTWd2LBw5Kd31JY4iEJxgmvYPCDh/C1kB1VCp+oJry2KPd2r0DwFOWsbu3J/1coYD2I/8ArUUHaRljVeFzp70gWU5PQRt/KuJsJ0kQgH5h1rtNQikm0+4iiOJHQhfrivNgskExlizwfmQ9vWtavQxwiTTKPjfRReafJcQkx3KAmORQc59yK5L4UadqPiXxa8moTSvaachdlY8eYcqo/PJ/CvWLW6iu4MHqRyKo2FwPDd9ex2mnI63QWZpAdg3j5cE9+PaojbqdFVTlH3Nx0sMrBolQGUEhix4BHrWJDq9n4X1U/wBrXSQ2918iuMlQ4559OO9R6lrmo2Es13diGfe27EY2Y9sV5br3iObxHqh3xCOGE4VQepq6K5pWROJfJS97c90Hinw5s8wataNgZ+Rtx/ICqFx8SfDVtIYvtFzM3T93bnH5mvNdOt0jsZJgoVyoUHH+fakltkjEihAdqBQSM8mvSWHXc8d1md43xT0vINvpeoyrnAYhVB/Wq7/Ey5kOLfQSuejT3HT8AK5CC3SONMhunQ8YpZX4CgDj0rSOHj1IdZm3qHxI16K0uJbe3sg8QD7BGzZXODg57dap2vxG8TXkXmpNaKrDIItwf5msRhIkqtGxDIcgevsale2URlrQJEOphb5QP90+nt+tL2UIy1Qc8mtDaHjnxJNz/aCLzjCQIP6U9fGniB8/8TN+D/Cq/wCFcqwntuZ4JEGeMjg/iKjS7jcgevp2rRRp9hNy7nYL4p1xyd+r3JJ6BWUZH4CoJNY1K5bD6ne7fedq54S8ZXOc5Gactz8vzjkU+WHYm8u50+iLJc6vGXnlcgFvnkLfzNd5KqrGB29q4jwhi4vmlUcKmK7mQE8H8q8bMGvaJI9fAK1NszuhbmuV8SyAyLExwvVj7DrXVS8SkYx9a4HxbfLHctGkmJGIHBxhe/6/yrnw9PnmkbV6nJBsi8N6haLq009wcPIu2MD09PyFbv8Awk+nSTCOFbguc4/d8H8a5PR3eTU7dZZDsyQxx2xV5bjz7i6eKPZGpFtAAPzPvXfXwVOtPmkzyIzaRsp4x0d8hppYyOu+M8VNF4q0ZzhtShKnuTiueuxZpIYBBHtjG0nOSwA6muZvdGjldnQBRjccVhLKIW0bEqiZ6dNrOlug8rULU59JBVddVsgf+PyAj/fFeQXOmz2coYJkdciomZ5DgrtNY/2Wl1Luj2VdX049bu3z/wBdBSvq9iOPtcP/AH8FeKGJZWxgA077EcYYUv7M8wPaV1KzI/4+4D/wMUpvrM9LiDn0cV4p/ZxJ+8R+NWItFml+6/fAOTS/spvZhdHsazQt0kjPpgg07emD8qn6V5/ofhcTG4+1yzptCogjP8R5P6UviHQhpulRTWV5cCR5SgIkJBxT/sqdtGLmV7HoIZCvIx+NI7qg6nH1ryRI/EEYQQX9wzk4276uWD+K7u+itBNO7OcYPPHvWEsuqRV76FJczsjvWWa+uRbWwYux6g9PWuy0vS4tOs1gj5PV37sfWqnh7RBpVqrTOZbpx+8c/wAhW7GoLc1nGHLoerh6Kpq73FjjCDp17U512rUrYAyeg6VA2S+4nt0rSxstWV5VYHcKwtT1COIqGkXcThQTVnxJrUGk2OXbLsOFB5NeczpPeXcOoXHBlzGq5yEPVfwPQ10UcPKorrY58RXVP3ep3lpChXeGEjNySrA1dK49vrXmNj4Vsk1FhFeanabwXV4Xyq+o/Ctizs/ENrexwW3iVbiB+A88fT2NZzy2p0dzzHO+53MTBQYWxhiSp9DWdqVjHPE8cqBkYYZSKqG71Szv4bfUIo9gZVlkUYHJwSPwINb2pxAQMRwRUKlOn7sz08DVla3RHjeq6XJo+oeS0byQPkxOoySPQ+4ptrJGWKq/zDqp6ivRtS0qLU9KJfIBHDrwVPqPeuCjtkiv7u3nRXkikOXYctwMH2rWNCNRb6nsLN6mGa5lzR/ElGacODjAq+mn28skYRpI0IGcHP1oGnoJ2VpZdqtjGBnHbmoeBqLY9CHEeFfxJr8SienQUhFXRaK16LZmmiYkbRIgHVSR/wCPKw/KoHsGWcxSXDrkfKwUYpLBVRy4iwi2u/l/wSt+ApjfUVpw2sKSqDtdOPnPOfr6VeEFqYMLgsowWQDGPetVgZdWclTiWkvgg38zmXyRxk/hVdxg4IOfpXXSW3yApcOCMdDVYwTfOC0ZCgtu28nNaLBLuck+Iqj2gvvZypdFODnP0NKoLDKxuR7LWjc2shlyURgDxtOM1fsLcSICpxg/MCKr6lDuYPPq3SK/EwGRkiaVo3CIMs208CtC30+YpG7rtSQZU+tb1+E/sW+CnP7ph09qWKHfo1od53IgB9MlQaawkE9dSJ55iJKyshdLtGttRsntnCyiZOOQzfMOnvX0HdyNFZzyJ95Y2YfUCvBtFeWPVbVZV3H7QhDDtyK96ukElpMh6MjD9K1kktEeROcpy5pO7Pmu0JnnM5fezuct6k8mtz/UhCSOTWP4etmaNU7Kx/On6rflNSS3jHywDc/1PQflXE9WezF+6jq0IWNTXTeBroLrM8I6SxdPdT/9c1xllc+fCm0/UZrofCz/AGfxNaHOA5ZD+KnFVDSRjXV4M9UrkfEWlNaznUrVcxsf36eh/vD+tddTJI1ljaN1DKwwQe4rpkrqx5lOo4Sujzplxm5tT7sorH1jXSiKowGYV0epWcmkXp28o3K56Ov+IrmLvT59f1RYNMtlMp5kkPCxj1Y/0rmad7HqxqxceY5HWNRLQs8jEAjgnqT7Vy+mWACbmyTuJJ963vF2lvp3iCewacz+QdobGMnHJxUVnAIbYFhzXpYWjy6s8nF4j2jsti/bti0QYGN+fp/nFLFIsinedo35J9MVVScpZuAM7Wz+HvTrGUO7APncMgV2s4kW5JCckkkY6mqpPBwuSTxVqbajEs3BqhcapHGwCrz6CruktSdyVoLiVcZCDrjGKc1rkguMlQfmHB/SqsWoXNww2x/Kvc1ZErMcFQCepBpaMeqG+XdpJuhuHPIwCMdPWpfLvppkeSztpQV+bO0FvfmnpNgnchPP4n0p0jrJIM5GPUVPImPmZG1kxQGTSRuwd7Rfp0P0qGSztwo32V1GCQDw/T1zzSESqcq7g9SRkZp1s98sgJumAzkbsmlyeZXMjq/A0EK/apYA4XIT5ieMfWuywXwCPxrn/BzGezldjkh8E4xk4rqNvGa8LF/xme1hF+6Ri3riJzwTgE5ryTUb2W9u/N3YDZABPoT/AExXsuoWxlifaOSOK8cu9NRbhFmV0mjHzDPB+Y9K6MvitTnx7aa7D7ImOcM2dqoxPPPQ1q2oW1ijdiGEablVm6s3+A5rLhi/eOR0CMefpVm6dhpyRsFPnvuBOM+n8q9L7Vjz76DLsRRuyhgwJ3bu5qntYfLwCev0przZchTkAnBI71YGwRqzACQ8exrW5nYrrECSrHI64NQ3Glxlc7Rk85FWXcbsbSDgZp0dwhTDLkA9+KTSGrnM6jYNFiSMce1MtbhXBilxz3NdDO0ExKxMr8/dNc9fWoilMkY4zyPSspRtqjSLvoydoto5bj1FLHI8LZVsjPNV7e4+XaTkHtUsgAj3A9aLq1x2Oj0vXFtdJRZWLSyGWUN+gqve6n9t0ZLc4DRNvB75rO0zTLjWpbSx0+JpLnYSR/CBuPJPYV6r4c+HVjpTx3GosL28XkD/AJZofYdz71hUxEKas9zWnh5VHc5Pw34R1fWfJuJna2tcH97IPmYHso/rXpel6DYaPCI7SDDYw8j8u31NbITC4xjtgelIUryqteVR+R6dKhGBCEx2qQR7RnvUiLgZNDntWNjZsif5lqJ5IoIJJZWCxxoWdiemKmGMkE1558RddEarpETFfNXMxXrt7D8a1pU3UlyozqVFCLZzeo6nLrOsS3k7gQnIgHZR2rTtIcQmCXLwz4XcP+WZ7N+dcwkbtEixSKVJBAI6VZF9qFgA8ZG4de4YfSvfhBQjyo8KcnN3Z1sN9e6ZFIYI4zNEdskMq5ViOuPYjnNV45bfULOS9jg8l1b50DdO+RVez1M6lCly4zcRqFn9Gj7H6j+VMihSKa7sxykvzx4NEdGKWxsJqM2qaaLKZgLnzVQN/eQ8An6HFbN3czLaqs4AlCAP9e9ceGazv7eZTlIpFJI74rpvEBkltLr7O+2XYdrehxXBjoJTTPRy96NlLwtqq3trcWjHc0crL+Ga5jxdZSab4kguVHyTpsz23Dp+n8qqeA9S8rVTE7fM7ZbPfP8A9evQPGWlJqmmbRw4GUb0YdK5Ivkkds/3tPQ5e0ZlhDIQdyjBq2IpHMshTcXXjaME4rL0ScyWhSUYZMxnAztOef1rRaNwBKTu29B3xntXfe55L0MbVLm7NxG/2NomCko/zc7fnHXvw1akG6Usk+4uV3AEgjr6d6nnvPN06NxCzbJwGYDI2k4Pf0aqKLHEkDyl2bGzbvxtI+Uj9KEJl17KHyzJ5YUp3XjA96qta28cgkZXLnHzA8j+lTiRWHlRAYfk5bPFQsQAAyHgbPm/SmA547q1CvFIHjI+64wR9KVrvzBiVWV2HH/66WC5CHycsCRyCBg4qZpo2YsgQEn1pDMe8lhkcIrqCDzn1qPSp2e/ls2KrKpwr+v19qtTQxXMpZoVORjjr9ax7Nlh8WzLGPk3AZ9Dj/Gk2B01xGTpF0kyhHEbZ9Dx2p8KhNNZOd0RAwfZVU/rTdYul861s8ZDnfIfRF5P59Kqw36yB0ClTLkY65PU/wBKBlzQrhJNcs1kYqpnTcfQbhXt/iPUl0fw5f37n/UwsV92PCj8yK8W0EGDXbGZLdrh0mVhCmMyEdhnjNd98Wp3Hg2COMEGe8iUqeuAC2PzArOoVFXaR53oSCCHk5O3P1r0P/hAvDv9hPqV5aM87W3nys0zAbtuc9a4LTY2MMcRGHkwoA9+K9H8c6kun+HItIQbpbxBDjP3UAG4/wBK5aatds9CvduMInmnh6BILQEA4JzknJrZtLxoNYtHiBJSZDgd/mFRiKGxsUSNQGPGAK6HwToQvdROoTjMNs3yA/xSdf0/wpR1ehrWlGMW2em0UUV0nkFa7s7e+gMNxEsiHnB7fSo7DTbPTLcxWkCQoTuO0ck+pPertJQO7tY+ffiDGP8AhN78YHMgP6CueuHdduOmK6r4gID40v2/2l/9BFcvdDEIwOnc16NJe6mcs9yNHMsTKGxuG0/0p+lLktK8fCp9Oc1SRjGwYHjuK17OWKUTKqhQyEqFPBpvcRRvrxi+1T196fp+lvKBLMflz39KgkeK2E15Mu6OJQwX1PapbXU7rUY1kVCEZeOMYFO6vqJrQ2vs6IgEYCL3z3qsbUlyS2D1x7VARemPLZAI9aAbjDBjjA655rW5NidAyjHykDrk9KDIFXB6+3NV0VyG3O5PvTjGQFySSfSi4EokUtwuCOhNDN94jvxzUapjaefqT3p2Gxwp9OfekB6R4OtDBoMOVA3kvx71vtxVXSI1g0uCNQQqoOv0p00nynHavnK0uabl5n0VCNoJEjLkGuH8Z6apVLlFCsvDE+ldZaXq3AIBzWZ4uCjw5eOR0T8uRVYaTjUVicVC9NpnmqN5cMz5/wCWR7Vn3NzEzomA9xGgUMM4I9600hE1rMPWJz+hrkfPBPofWvZk7TPGiro0TM8jDPB7gVoIZQUMigj0NZMLoyHLbSvTjrWjbzGQL1OPetEyGi40kROPL2MeScZzUGIDIFJBUirkSlifuHjGKRdMjduc5PQg0AY97YxKhmt3ywPIFQ2txDfZt58CRR19a3vs8MaHC5IPBPWsXWNLUD7VacOvLe9J33Q1qZF1ZPZ3BHOD0poYthQpLHgADJJ9qupqCajbeXLgTpwM123w88LwXs/9r3Y3JC2IUPQsO/4Vz1aihFyN6VNzkkdT4J8Pnw3oMTXCr/aE6jzT/dHUL+Ga7C3QouTyxqin+kXrZ/1UPU+relXxJuJrxpSc3zM9eMLR5USEjOBQACKjV8k04tj60ilcVjwR3qI/rTiepJphOeaQXKepXaafYy3LkARqTz69q8Q1Qy6nfTXk0x8+Rs8cgDsK9J+IV80GirAjYeaQD8BzXm0cjyE+YoI9RxXq4GKUXJnmYyd5KKKax3kWNu18dCDVhNVkR/30D8cZxmpxHGzcMVxUbJIWymGz6V6HocJd0u4tFkZ1ceW/3gCcYPUH0rcmiTzIY1kUyQkFHQ5DxnkHiuRjhiLiTDrITwI+C3tn0rb06/8AMuIba4jCBAfLcnAPqh+vrUvuh26GteQxySbo8YlBYgetdWlsZ7Zd3LFAfrxXD3N2Fvo2iOV6hfSvR7bBtIJV5DRg/pXHj37sWd2XaTkmeGahDN4d8UyHJ/dybl4xuU817Jpl/BrOixzxMJFZe1cn428PJqNxFdLxKhIGDjNctpWoat4XuykJVoXcboX+62c9PTpXDpPbc7taLbex0l7YXGiavJM4Bt7k/McdG9xU7XUcSAbuSpbBHb2qtqWs3GtwIskAjQOpOG3H1qSZVcoyRZdRj0B9uOldlO9tTzq7i53iUptW+ywzWxSTZICM4z1GBkH8KS1votShlidSzE+aoUcfNgkH3zmmgMssi8BmQ7Rk445wcf0rPVI7W9R1CkEyK+OeAcjB/P8AKrMjdktkt48LGwlHIHQ44PNMVWaB5F+ZScDPp/nNOu7qVjuYpKnAB9qgF5GqF9jqMYwq59PyqgJRCDKknzEcgsvXNVbgOXYwlsuCCDzz1rZhkEunC5XcRvJYeWeAOOfTvUNxGYZUUqFYruAJFTcZixyyR3AIXDkcg+tSx6UI9X84A4m/eA+h71fe1jAyOuRjmqOramnmfZI/lWEASsDyAew9z/LJpMClfXy+fdXO795Ptgt1PXyl6t9C35iptCUv5kjOCEXYpPRj1OKx7ZJr26e7dQIs8kcZA4AGa2YJFjiKpgDsB60kB13hEb/FGmLnpcA/kDTvip4rkuteGj27mS3s2VnWNf8Altg5yfYGk8ByJL4p08c7hIT/AOOmu88TfDzT9aae7tGFpfSnez4yjt6sO31FZ1U3sbUZRjK8jyS31m5cwNDFJFLGQyuxHykc1q3GrXmq3sd5qUxkljXYnAAUdeAKl/4QzxFYzPAdLaTaeJIvnUj1FTx+C/EM3zvYznH8GFQfqa5bM9NVafxXVyKFmuZd2C2DhF9Se1ew6Fpv9l6PBan/AFgXc59WPJrlPCfhO8trxLvU4FiWHmKIsGJb1OPSu+rSnCyuzhxNVTdo7C0UUVqcoUUUUAeG/EFQviy9/wBog/8AjorkboZgHpXa/EdNvie4Prt/9BFcZN81sq5r0qfwI5ZfEZLHOV9aWGV4GBB56j2NSttyaiJULx3ptAOZv7XddOCqjSuN474HP410i2yW8ISNcRqMBf8A61c5phVdWtZScGOQYPseMV2moW2yTgnHtSjvqEtjHlZpTgMQPyFNKgcEZOfWrIUKxIBOM8VCwbaSeuOlakDCDgdcUxSTIBg4HFPZ+NoHTikUYYHn6+tAxSrFsk4FT20Jub+GBcsXcAioskHJyAOTWn4cQSaq0rKMRIWB9D2rOrPkg5F04881E9MCrFAsacAADrVC7lVDtLBe/JxUdldPMoDHJ9ax/GkZbSZT8ynGVYHkGvnd2fSwXKiDQ71112+t0IlgB3rInIGe1amt5vtIurVWwXQjI7Vwehyf2Xd28APRsSnd1ZuP04r0mKyka3Y/KFPBzzmtp0pUXFmMa0K6kvkcJpugpdRtGPMZ2UgAluDjr1ryiKQNIUBOQSK+mfCWlmTVpp2UeXAD9NzDH8s187XsXlazdIIwpWZ14Hoxr0efmloeOo8qaZesrPzEViCSTitOG0lVcYxg49M1mWrzIVKhhzW3E0zqoDHPtXSjFl2CxmYZyqjHStSLSdqAtJk45PSq1hG7sFZuvBJrbjhYIGO3B/Gk2CRitpsaAlpBn6Zqrc28CJ1ZhtyeMCuiuLcDDZ3E8Y6VhaoWSP5doXb3o5h2OOm8PXGoazbW+mRF5bhwm3PT3+gr160tP+Ed0+DT4CskqqI02/xMeprgvDviW18O31zc3ETM8sWyNwM7PXj3rutAeW7H9tXalXlH+jxHqif3vqa8vGNt2a0PVwMUot9TZQPZwLBu3N9529W705LwKu0nk1UubpILeS4mbCqMn/AVk2Ru5Ukubn5WlO5U/uL2H1riO2J1sMimPfmpBIXPB5rmVvZYf3ang1p2WoKAfMYD0zQNo0ymWye1RzSrFEzkgADNRpeRyn5G4rjvHfiL+z7KK0hYCW4fnnog61dOLlJRMqjUIuTMjxMJNYvhIJMQIMIB6+tYiaNPGSTKCn0qzY6kkgG7OD3rTNxuRkRwynoM4xXu04KMVFHhVJOUm2YL6O0hB83a3TIqhc6PexxHy7pGw3APBrfmjlXLAHH6VUkluAMNCcdjWliU2c35l7bvsnj5B+8oq4tyrxbJQ204IPoR0NXpQ0+VZCR6EVn4MJ2lSVz0I6UbBdMtAySFiJAzFgVI7c+lesaP9u817KGzmnj2hlkRcqhwMgnoK8hL8LJFgMvUdzX0d4CIfwbYSeb5hdSzHPQ5ORXHio8ySZ00KjpttHneuI8Fw63h8sq20qOcH0+tcpc2sD3kLySKbiV1KpycIOv5evcnFd98QNKmbV2dIiROu9XwcAAAEfXP51wz2stpKZHich8ZkPUf/WrmhTUXc1qVpTVmy+YVigyE3Ajb8q4xTXj2r90gDBGeAPypjBp3jY4IXJGTx6UySNSWUu4O3IABHTtnPvXSkc5QuHSGdncK43fdBKn6gjisO6DbVlhhkhUSbh5ku4tnIPGPatqdVkiLlGwvBYH5uP51BLpSXBIgD+YVLD5RtyPm+vrTsItRNJKnyAEEAE9QeKmVmQGNEXI4Pofes+zkjV1RJGTPDYIwD61eEshJDrHIoGBt4I//AF02B1fgrZi6t5G46lePunvz/nmsPxRpkMOs+YgwsuDhWHykD07VBBPLZXJuQxUfKSecHn271sa3cLdXSSKm2AKrgkYLZ6Gs7NSuWtjn4bbEw/eSEqemc1n61DHBqEkPCxsA+B3JAP510qwwjlGGeMjNcn4guBJr12oxhSEH0AAp7i2H+Z+72gAAYwPSrCWq+TvJOaoRWxYIVYgdeD0q6GmRQAMr65pgdV8P4QPF1kQWyrHOf9017vXjPw4h8/xPG5UgIrP09Bgfzr2aspbjCiiipAKKKKACivn/AP4aa/6lH/ypf/aqP+Gmv+pR/wDKl/8AaqAPoCivn/8A4aa/6lH/AMqX/wBqo/4aa/6lH/ypf/aqAOg+JEGfEbtjrGh/SuDuV2wnjGDVLxJ8Zx4hvVuD4f8AIwgXb9s39M99g9a5+T4giQH/AIlWOc/8fH/2NdtOtCMUmzGUG3c2GBLccCkMfqOa53/hM1/6B3/kf/7Gm/8ACZDr/Z/P/Xb/AOxp+2p9xckjprdFW6jwMfvF/nXo1/Cdu445Yg14knjAJKjmwzsYNjzuuCP9n2rqp/jEJlI/sDbk/wDP5/8AYUvawT3DkkdYYsxndnqcVSlYjdx39K5N/ipu6aNgZz/x9f8A2FU5PiLvOf7Kx/28f/Y1Srw7hySOvIZgNq9+ooPUlSvtg964pfHxX/mG85zxPjH/AI7Qvj4gY/s7juPP/wDsar29PuT7OR2srEgnsABTbDUTY3wZ+I5AQ2P4QOc/pXG/8J9/1DT/AOBH/wBjVWfxn5rMUsCm5SpxNnrj/Z9qzqVYSg433LpxlGSke8abdgKsqsGRsMCK0rwJe2LoVDHsP5YrwnR/ibJpUTRHTTOh5ANzjb/470rVi+M8sTAronT/AKe//sK8mVFxneOqPYp4qDh7+jNRrSeGVwQ3mI+4gdWwc8flXZ6L4nlaziifa5AxuIPPbP415pd/Fu2vHR5fDmHX+Jb3B/8ARdehaRbw3el2mp26pGbqFJ2iZt2Cyg4z3xmuutVhKK51qclCnNTfspKx6t4dtTb6UjsuJJz5rZ9+n6V80+M7ddO8f61aum1DdNInsG5Fe32PjO/SSKK5t4HjBCt5eQ2On0ry/wCMtjs8fNPjAngQ5+gxSpTUn7pNanOm/f6nP27Iqg5wH6DOa2YsCJc4x7Vy9oGXarNlRyvrXRWSqVUOWxzj3ruj5nHI39ORBIhA/Ct6KM7NuB7CsbT4F2jYxJ9DW3ECI8NyTUsaILtxFGd2wHrj0rktTYnLbgFzzit+/kwZOgCr+FcpfXCOSB361LZaQzQ9PstQ1SWW7wYbfDCPOC5PT8K7ldRWFWkcqsI568D6V5QLma2neSCRo5MYz7Vq6Trq3EyW+qy5XduRzwPoa4sRSlJ8x34atCC5ep3sFw+rTrKyFLWNt0akfeP94/0rTmnSGFpX4Ve3qfSucHiLS9PCo97D85AVVbNXY7gS3aTTyIYV5RQwI+pri5Wjtck3uXrS0dVae6JMspzt7KPSql5PJLerZWgG/G6WQ9FHp9aZqPiC1t5BG1wgduh3VXsNW062imc3cXmsSzMT1NNU5Pow9pFdUWLidtOheR5doUfnXA6npmoa5qbXUsnLcIufur2q7q2qXGp3nyNmBD8o7n3qTTrxYwocMV7t/dr0sNh+VXlueXicQ5vljsWdI8LyqSBIfer9z4fkRPlfLHpx1ra0q5iOP3gyfeteWJHA7nGQB0rp0Ry62OBeK7sxtb51HUU2K6ikOOFPTB6V1l9BHsAZcCudm02B33cIe2BxWsGZsr+Sqty4z7DNNKq3yogc55yKsxwKkgRkB981YZkiB8slSDg/KCaokpHSLZxvu5YrRcckjLfkK9d+HF1aT+FxDZxFIreVo9x/jPXd7V4lqMTMCUnZmzyWr174QxND4UnVyC5uWJwfYVz4he7c1p7nflQ3UA455rzHxgQ+sXYK4VSBwMdhzXqFedeM4fK1h3YHbKqke/GD/KuRbmx5+gktHDMMYOQwHYmoLkrLcF4gRtycHoPXr161o3UKt9zCgHoecetVPLCBmT58nrnn8a2RJnSbkZivy5PJQc//AKv8auaRLKJQNincCMnr+J+lJGilGBCZI2gtjg+uPw606aSSGAiEnIYZ46H1pgjFvY1S9dhkOeqtjBq5avmRDjDZzkDjmqmqlReb2U7m5DA9e/8AWlguDt+YHA5AB60xHQ2kkci4xgHOQegonCEoWO7AIVfb0rMguV3DYh789PcVZF6s0bM0bZzkdx1qWNF/To1NwQUXcRgVxXiGIR+Jb0HP+sz+YBrstPlPnB1+pNc34kRT4vvRjIJXt/sip6jG2DIqllPIUVpRYcLjHuKzbePA3KOGPQCta0t2EgQjgd6dwPTvhnYhEvLsrg8Rr9Op/pXoNcv4EtxD4cV8EGWRm/p/SuorJ7jCiiikAUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfSPgXw/rd94d0qS1WFLVrWLMk3I+4Og7183V9s/D3/knPhvjH/Ett//AEAVMoqW5pTqyp35Sxpfhey0/bI6+fcDkyOOM+w7V5p8bLIPqGn3AHzGEr+R/wDr17RXmPxlsWuNJ0+4UhfLlZN31H/1q0pJKSSInJy1Z4hDGeM9q3LJmKgDJI7ntVG0hkWQs6KwxhhWnbqIyVKZx0xXYjnZ0unPxt7+tafmYjwG4x1rF06TC7Uzn0rTkkOzBGAB0NKRSMy7cYYnB3cfWsK8gEgOz5T7DpWveEZ75Ht0rEuY3bJLNg+lZlnP3wkhyGAbtkCsl3QZySD6V0FxIwwpGQT+VZNzZxyMWRuc96AuUZV8xQAoHHBxUYuZwvls0men3zipZFkjX1UdDVdZTJIseOSealoabNiLGEGSwx35rXhAwDgFfQ1gwgLEjBvY1s2eduAeVGRW0TOTNSAxEnamT6jsKu2cURRhgFCOr1lrcu0Y2r7fKK07Obe4BGPcVoZrQ3NN098Bo5NmPyNdLarKyDzQAVGOOhrK0z7gBycHrXRQPjCkDnrms5GiKl1DHPHtYDOOma5u+g+zyFkJwB0rsJ4d3zKBs7GsS+AGd/A6BsYpxZMkcxNMCQRjJHUdqrNOeRuBz3rWurZVlLAqT7dDVaWMBAPKU7uePWtkQZYIlcIvc16l8L7hTcaraxn91GImA9SQcn9K4e1gjYv+5UHHpXVfDciPxPdoi7Ve3yfwI/xrKvrAuD949WrnvF1mt1orShR5kJDKfY8Ef59K6GqWrR+bpV0nrGT+XNcCNzxW8XYrS5Ib7pFUFljSUpMil8cMvBOf8/rWrqZPzrjrgLjtWQJ/nUNgsOnPNboTElaaOY+W2FfAxgn8ahV5EiulysjEZUYI/wA96kuFkQB22phSQT1/Xp2qFNzLlpVYt/EAAR7fnTEU5ZGutOdriMlkI2lUIxxzn8qq2KJ5ww2IyOvcVrtEFinWbMuQQBjb83BB+uAaxbaSNf4SVBxyOT1poRfRf3hGVUdRircUbKQRjAHRqqqCwDKg79TV1MhwD94qOO/Skxo0bBds59OhFcz4iiJ8UXRJxnaf/HRXT2ikvkDHOaxPE0QOvs/TMUfP/AahlFeD92gxyAeK2dOBdhuBOayLX+FSOMV0WlIJLpVUEEnp+lAHs3h6D7PoFlHjH7sN+fP9a1KigjEMEcQ6IoX8hUtZAFFFFABRRRQB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9heDPGfha18C+Hre48S6NDPFptskkUl9ErIwiUEEFsgg9qKKAN3/hO/CH/Q16H/4MYf8A4quR+I3iTwxq/hCaK18SaPNNFIkixx30TM2DjgBveiinHcDx611bT4eXvbU8EcTLz+tXhq+jvtY6haepBmUY/WiiurmZnY0LbW9IjbjVLAZ9blP8avf8JFo5jO7WdP6dPtKf40UVLkxpFC417SGbK6nY/hcKf61nXWr6YxJTU7Q5GMeevH60UUrlGLcajZgkC8tm7ZEq/wCNZlzfWz/cuIsegkFFFJSYrFR7yJvlM8eP98VFFPALhMSxADncWFFFEmCOj8R2mk6VqcdvYarZ3dvJCkiyw3CuEJHKnB4IOahh1GzVE2XMKkD5syjn9aKKuEnYmSLUepWY63tsvH/PZeP1rU07V9NjbD6hZhT1JnUf1ooq+Zi5UdhpXiPw+gyda05OeQ90g/ma2l8T+Gs5bX9J/wDA2P8A+KoorOUmNIml8V+GvIwPEelH/Z+2R/41hX3iXQ3Qous6ZIMcZu4/8aKKcZMGjBm1nStxxq1hyM/Lcof61E2vWB+X+1LEqBx/pKf40UVqpshxQDxDpw6anaKcdftCf411vw+8ReH7HVZ5rvXNLhzEV3zXsa5OR0yaKKipJuLHGKTPSP8AhO/CH/Q16H/4MYf/AIqmv448HujKfFWh4Iwf+JjD/wDFUUVxmx49quvaKJSE1jTpVBOGW6Q/1rHOt6SjEjUbIndwRcL0/OiitRFiTX9HeEA6jY5OcgTpx+OarrrumKrAX9kDn5SJ0yAD9aKKYDo9f0eS6aBtQtEhdsl/PUYPTIOfQmqJvdGUYi1C04yRuuE/xoooTFYni1jTSi79SseOcfaF/wAatf2xo7bf+JpYhscn7Sn+NFFFxl2113RlYBtX08DPX7SnT86yte1nTJdVEkWpWUitGMss6nkZHXNFFR1GVY9X0zcC2oWnX/nuv+Ndd4U1vQU1e1a51nTIYxIGZpLuNRgc8kmiih7Aetf8J34Q/wChr0P/AMGMP/xVH/Cd+EP+hr0P/wAGMP8A8VRRUAH/AAnfhD/oa9D/APBjD/8AFUf8J34Q/wChr0P/AMGMP/xVFFAB/wAJ34Q/6GvQ/wDwYw//ABVH/Cd+EP8Aoa9D/wDBjD/8VRRQB//Z",
"path": "003302.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003303
|
Men Tshirts
|
{
"bytes": "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",
"path": "003303.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003304
|
Men Tshirts
|
{
"bytes": "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",
"path": "003304.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003305
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAGvAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAoopCcDJoAQkAEk4A7muM8UfE3w54VDx3F2Lm7UcW1v8zfiegrzf4m/FeeWa50LQZDFAuY57pThnPQqvoO2e9eKs7SOSSTzk5NA7Hs+qftBX5dhpmjQRRdmuXLN+QwK5m5+NnjKdCovYIec5it1B+nOeK4CKJXVssd+ePemiI7sYOenHamB6bp3x38V2ki/axZ3kY6q8Wxj+K/4V3Gh/HjR7spHq9lLZOcAyRt5iZ/mBXzuybcgHBB5FIOh6gntQB9s6Xq1hrNhFfadcx3FtJ92RDx9PY+1aNfHvg3xtrPg+9E2n3BaBmzNaSEmOQe47H3FfTvhDxZp3jDSRfWLFWU7ZoWI3xt747elIR01FFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRTCQqkkgAckmgCK5uYbO3ee4lSKJBlnc4AFcBq3xJs4ZWEVwYkX7qhMs3ufT6VxXxM8ef2hfNZ2VwVsYDtDKf9Y46kfSvLRfyXLnywcZ+8eaVzaNNW1PZZfjBfRsfs9ssi9mkIH6Zp9h8YZzcj7bAApOCUYED8K8PnnkXJLlQaqpcTSSbY3JJ7k0XZTUV0PpLUfi9YQoy2dpJPIV+Uhhge+ay7L4zKswW8sJgp6sHVsfhXhMeoT2jeX5mQDzkVbXUIpR8yKrHuBkUXYlGNtj6b0/4keHdSISG72yHHyyDZz7Z611kFxFcxLLC4dD0Ir42uZTCFZmUZ6ELius8IfETVNAmXE7zWxI8yFzkEe1FxOmnsfUVLWF4d8Tad4m0yO9sZ0OR88Zb5o29CK2wwPQimYtWHUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXAfFXxNL4d8HyLaSBLy9byI2zyoxlmH4fzrv68A+N9+174otrBCSlpbjIB/ic5/kBQNHj7I0sh28nP51oaf4evL+RUgiZ2Y9hWjpOjCW5jDsQpPJxXt/h/SbWwsY1ihCtjJJHJrOc+VG1OnzPU8NvfDmoaM4W4gZNw4Yc/jWG8LpKSAdo6+9fVT2MFxHtmiR19GUEVzGu/DXSNYBkiBtJT1aLofwqY1O5cqS6HzrKFKh+jH+VMCgrkGvQ/Evww1bS4vNs0W8jUHJjHzfitcU1lcx7vNheMrw25cYrRST2MXCS3RUTDYUnkdDiul8C+LJ/B3ie3vlZ2tWIW5iVuHjP9R1Fcyd2SAOM9anEUkuHWJto5JAqrk2PtS1uob20huraQSQTIHRx0KkZBq1Xl3wS19tU8KSaZNzLpknlq2eWjbJX8uRXqNBIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAleZfE/xqunonh6xfN3dL+9dT/q09Pqa6fxZ4rt/DdhJNKu5gMKnd27AV83axq0+p6xc6rcY8+UgBR0RR2pN2NIRvqzD1ESXuoNCmRGhwTU+UsYABtx6DrVZtSO4iMDGePc+tV5YJpVDsWYuevpSNOtytcXTSyEk5J/SiBzG24npzUaxMXwBk1sadokt0hcA4A6etDaQlFyZkNIXkLE9ealtxmUKSAp71pNoFwHKhPmGcL64NUI42ilKsOclcGhST2Dla3NFrZBBIskvA6DNZ6rLbycMGUVdcGSBUySzKPzFUJWdXXI4I4z3pgzofDniK/wBA1KO9spT15Qnh17q1fVehXtrqujWWo2q4juYlkHqMjkH6dK+PYsFAyHGDXsPw/wDHj2OkwaZcM6IpKo+75Tk5/A80LsKcbo94orF07WBOojuA0MnATzFI3++elbVMxCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBK+bPH1wb74haswwyxSCMf8BUCvd77Wmtr4W0UO4hQzM3A56DPavCNa0rULbV7y/v4iv2i5kPqMkk/yxU8yvY1VOSV2iPSrORpYniGGyAOK9a0uB47dN4IbA4NYnhSwWDSopWQF35GewrozNHAu6R1RR3Y4Fc85XdjopxsjShUbcnNPk2hc4rLh1a0nfZDdxMfQOKu4d19aNkVbUrSYY8H8KzrrTbW6BWW3icEYO5AcirUwdX6VDM7KuazZqkc3feGtMVSEtIl+iiucl0q3hcoqKFPbFdtcTq2Rn865rUfkYsKqLdyZLQf8EI/svijxBajIAiQgfRj/jXuNeLfB+NpPFmuXOz5fISMt77s4/IV7TXWjz5bhRRRTJCiiigAooooAKKKKACiiigBK4/xf4xh8PwuiyIHC8t1OewA9a6W/uRZ2E05/gQke5xXy1491e4vdcmTzjtTqc9z1oLgrvUZrvie61a8aa5ldl5Kh3zj8KwmuTcwPt78fhWfNH5UEfXMh+pq1Yyb4BgY2kgn8ak1v0LWg6fHczF3XcVUsRVh7kRu9tsAKfKT71seFrIxwahet/qgwhH1Yf41zt87NqUrbeZm3ADsc/8A1qz5ryZqo2imWLTSmN7GAmWA+YY613Ph6xgaGQRkErzx3FWvDfhR9XtTeSl42ZcBgcHNZ+q+G9W8LznUbSd2jT5nyOQPcdDUSaloaxXKzbu9FSK/gkA+WQMv4nmvPPE2lfZtWkaNSA43Hjoa9Fs9WOqaYkbBfNQiRMdx7VzXi59489cZaP8AI8ZFRB2kVUScThrhAjRsc88Gq+fOhMTgFd2R6g1JPKZQM8AdR6Uts0XmHPB2k/iK6kzjaI5QYSqqe4JB96v2Vw9uXVXYL0IqpcSxT2w3DLKf4eKjgvIzIEk59Ce9MV7M938FeKkutOWzuJ1IjwAknGBjsa9M0fUBcgxhw+BkHv8ASvlvStUGn3iTR/N/s54I9K9l8Ia7DdywTWUoDscSQseDx+h+n1qlqTKPVHrFFRRSCWFJAMB1DD8alpGQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBzGqwqmsmVyNrqrH6Diub8Q28OsaKYoCsp3hkIIPRvX6Zrd8TBZr6KBn2RMUWZs4wvJqsYILeONIY1RAcAL0rml8eh3r+Gm+xDZ2wtrSOFAAEUCszVdE0+8/e6gHkUDgM5wv0FbyDJwKnnso7m1MUqAhhzkVLvfQastzzO80/wbIgjttRS0uQdoeKbOD9D+FMsbvxVo90qf2gNQsc/K4G75fr2+lbmreCrG41Nb77IjSKMMoOFfHTcO/SrWm6I1vLI+RErHPloOAabnpoNQ6s17K/W9j3shQ9we1F7Pboh3SKPqah1qdNP0eSSJQCoySBXl+q3Rv7eS6up7tYImAlMCghM8DIJFJK7sNuyudjdXVszER3EZYHswrJnb7Q2wYJ9q5C30TQL5Way1i7+0D+CRQh/Tg/nWzosN3o8ki3pe7tvl2bThzk8jPrjNWoJMzc2+h6v8NNA/sfQZbqRMT38plJPXYOE/TJ/Gu3NVLN1eygdYjErRqRGRgoMdPwq2a6Die4UUUUCCiiigAooooAKKKKACiiigDH8TRtLoF0qEhtvGO9fKHihR/wkN3Hu3HzWLE+tfXmoANp9yGxjy26/SvkDUWE+rXtwxyBIcE9yTQ9jSmVmjjEMfmkjb931NPtI1k/dqpCDk+pqjPNtfzJeSegrV8LxXWoX7LGmM4246AZ61EnZXNYq8rHYyzwaTolvZ5XcCssvP8AF15/E/pVLw34Xk8Qams0SkR7iSxH8qtt4HubyRzNqIUAbuRnJq1pMXiXw4v+gXkEyg8oemKxi49zpal2PZtI06HTrOKFQBsXGKq+I7VbnSLmFY97SIUAA9a5bQPGWpXNyttqdgYmPSROVNdsZgybjg1LatYSTvdnnmkeFZ7cAupTA+UGqPivw1IbEyRJukj5Yf3h/jXZ6z4gtNIhMs5yOwHJNcTd/EWS53x2uiyyg8BnPX8MUlFvVFua2Z5TfWxt3eI5XsCR+hrLtZFF9Gsp2rnaT7Gu/wBXtdR1oGZtFaMf3lUg/wD164PUbCa2lYNC8Z/usOa6Is5aie6IWcrKy578VX+84x1FTYLbWPXvTobYuT6g1aMWaNhlSBJyPU/yrsvBl9JbeIYhEx2NkEZ/z61wrO0SgZ6EHHvXYeCIvtev6YvP724IyOuOKOpfQ+prElrC2YjBMSk/kKs01VCqFAwAMAU6mYBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGDrlkZGjuFGQo2vx2rEZNrBF4VegA4FduRkVx9+VGozhFwN/aspwV+Y6adRuPKOi4+Y1pAkx9M1RgHy+9XYmwMVmjVkBt/Nbmq77I2KgDirM8pRsKawW1lU1T7L/Zt3Im0sboIDH7gnOc1LsWkyj4tcnTdgztfg1g6NZxXFk0MkatkbWBGciuk8S3mn/YCkkqIXYKgZhyT2Fc9pcn2eUp3BwaT0LWpR1HRYVEcaRKFjbepAxg+tb3hXRzqeoQCTb5FufOlB/i5wo/HFR3zq2FUfMeK63wBp7W+mzXr43XUnyeyLwPz5NXSbk9TKs1BXR2dFFFdJwBRRRQAUUUUAFFFFABRRRQAUUUUAY/iK8Sx8OalcucCO2c/jggfrXyReMBuT+M/O31Ne/8AxS8ReVoUunRFgZj8wHdQeSfQZ4HrXzpcSlr1jntSZrBaFS4mRX3uu7j5VPQmvQvhbYtcte3knJyFH5V55cQ+YPk5IP5ivYPhHGo0OfPXzjn8qxru0Degr1B2s30+n3ATypnRz1iPNQz+NZ9JK2c2keW7hSBJNl2Bz/wGu61Tw+t+gIXkcjFZt14ae6MX2i1EzRDahdM4Hpn0rCE4pao7JqT+GRVsbk3ISaOF4nKiQxsuCAec4/rXbx+Y2mCTvjNZlppssS+dN/rmXZknOF71tSjZp2BwMVLtfQG7pXPOp1fUr6Z5jiGE/Mx6D8ao6trWi6MFgS1uWnYAgmHGc5wQCckcHnFdDZWUc17PDKgaOQ7ipJAyOhqHxJ4cTW7iKa6iDyRLsVuhK+hPeqhKNveCfNf3Dl7fxWhdYyzKkigqsiFeD0xWTq9kdUV3VDgZ5IrqJvDVxc3kTuqhYgFQBegFX5NOW2spEcZJ55oc4p3iLllJWmeNalYtEzHGASDVS9t2heOVcqGXPB7f5/nXQ+JV2HIHG7FYdzMJ7CPB5UbTXXB3SOGpHVkKSC4Qp3HGffsa6jwJdGDxBphzzHdgY9mGDXHRZiVjmtDTbp7W6imRirI6sGHqKohan2ojbo1YdCAakrifAPixdf01Le4KC7iQdD99fXFdtTMmrBRRRQIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBK4ggm6lJ672zn6mu1Y4Un0Ga4ub5Zy/wDC5Lfn2qJmtLdk6SYwfWrAmCrk1RA4G2pD867ScA8da59jpQ+SVpCzIAwBxxWfdyNAgLxshkYLnHFQXOk3ETM1vqE4jbnaTu2n/Csu6m1qBGi/dXYA4IOz8+oNPzsb06LktzD1qxVtdXGMhdwLDOD6jNWILcW6BixLHqTVC51KQ3iLfQPC5ICHdv8A1H+FXjvE3lscgc0mrileDszU0fTG1nUVtt5RSpLMOqr3x716nb28VrbxwQqEjjUKqjsBXJ+A7XEN3eEfeYRqfYcn+Y/KuzrohGyOCrNykLRRRVmQUUUUAFFFFABRRRQAUUUUAFV7x2jtJXT7wU4PpVio3RZEZHGVYEEe1AHhHjiVZbHUbqXJEt39niHokQwfwyTXlRtUluVXcF4YnPr2Fet+MdIuor6606TcUiEk8ZA++HYEn647V5PqhEE7spxuJxRI2jsY0oeG7YIe/SvY/hOP9AnXcCHYOPbtXi7MzPktz1r0P4T6xLF4jOnuw8mWJmUejDFY1o3ia0ZWmfQVqgIGRmrhhXHIFZ9pIMA1PcTkJgVzxaSOiUW5aFS9ZVmCjvUN3vNjhT0qpeXCWY+03UixgdCxwBTLzxFZnTN6SRsu3IIP9ahK92apWtYxbCbOqhD1zXZm1BjDbQa83tdQt3mhvYZQ5MnQcH3GK9Kt7oS2y8jpQkuo6l9GjPuIAmTiub1ohYSR6V1N+4EeRXE65cYt5ef4aXLqUnoeQeKLjM3lg9zWNGQbNiO9WNen868kReobBqCGNIrYFjkEZHv/AJNd0NjzZu8mQqoCDcfvZqWJ12eYB8uOnpVRmYoQfU4/GrQjCwJjrkE1dyEtT0n4eapJa6lH5b5WKaNlwcbgxwR/nvX0wOlfMXwp003utjOFW2KzsT1IB449utfTETF4lZhhu496a2IqbktFFFBAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFRu6opZ2CqOpJwKAK1/J5VlM+cHbgfU8VgGFZoCpFWdQ1OK6H2WA7xkFn7cdh61HHxxWM3dnTTi4rUzAxgk2SDK9mqeMqxwDU9zErnkdRzWbLFNbKWT5k9O4rNxuaXtsXZ7d2Q4PXuKwLmzmjkOLlx3O4Zq8mrBUKb8kHoetVNSvQbckDk+lJxa2NYTsc7eWqi68wncw7mrNpZ3F5cJDEheeU4CjsPeqRugCXlGWHIQf1r1rRNLtrCwhdIVE0kamR+pJI559KunFt6mVeroWNJ05NL0yG0U5KD5m9WPU1o0UV0HEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAee/FZI7fQU1MECWJ/LP8AtKeor5t1V/tN8zZwMcCvd/jXq8Y0GDT0bLvLuIHovU/TtXhk0W9Y3GCW6/Sk2aw+ExWQ7lUjBzg1teE74aV4q0u6c7U84Ix7Yb5f6/pWaG3swPVT8pqvKxaJB0KsSDSavoNaan1pbsQuVPaokuWklJkkCgEgKe9c94G18a34etZncGdFEcw77gOv49a3b2wgvGDSLn0IJBB+orhkraM9CMrlm4igvLfyp0SROuGGazLjQrOQlUiCBVztXofese5jvra4MRvJDHn5S/p9RTLldY3JFHfxfZyMs/mHNNK50Rotq6ZZg0W2tpPMCDd1ya1Ir5Y8BHGf7ua4m8W/WQJHftuboFz0/Otzw9owtx9puZnuLh/4nPAHsO1S0TOLibt7Mzw5PGRXE+IpNlo7twiAk5712epOCNgOABXlvxA1VFtksVbmY4bB52jrTgruxlKVo3PNZFSad55XzucttA6596fGPtFyqk/UDsB2qGa4Qv8AIgVUGFA7+9O018TSO3UjaD9TXcedfUnbCXDkoMYwoP4Vas4kNyBc/liq1zKHkWMYyo4Pv/kVI8kkjxsAQwQAj3FBSPTfh7Mum+J7baBskYxE565GcV9C22RbRgnJCivlLwdrYfxBp0Vw4RRcqxYn7vNfWK42Db0xxVGU9x1FFFBAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRTHkVBlmAqu12M4RfxNCTYFuoHuFXIX5m/SoDvlPzSfh2p6RFeuKqwFPV47uXTybW4eGVTuJUDJXuK52GzOGaR3cnkl2Jz9c12Y6Vj6haeRlkX92x7fwmsasW9Ub0ZpaMybdB5p44FXl4GBUcSbefWpO/Ws0rI2buxknUelNBUIQ3NOftUTDHJ5pgYmo6fEyO+wDnOelclNJKCRvO3pjNdXrN0XHlR8L/ABGuYkTc+B061JZFawedeQRHPzyKv5kCvc0AVAB0HFeFSM0R3KSrLyCOoPrWzpfxG1W2uII74pPbhwsp2Yfb0yCOpq6bSMa0XLY9goqKCeK5jEkLq6nuDUtbHKFFFFABRRRQAUUUUAFFFFABRRRQAVl6xqS6dYPIFZ5WwsaKeWY9BWpXH65d7dXUlC/2aMuqD+KRztX8gCfxoA8r8f3EchmtJNhvAAZ5Oy8ZCL7Afzya8xjl2tJFFiXgjcD19hXReLL1d10JFJv5bmT7TMTwOcBFHpjvXKyWzRWIlclTJyoHYDOP5UGy0RXRGjnidh3GRUV0oQ/J91icA9uauGFxBGSSXYE49KZc27mJJFjbyt20MRxn0qR20Oi8H+Jn8NaujyE/Y5EVZ1Hb0Ye4r6AsryG9t0lhdXjkAZWU5BFfKsrsHHXpXp/wt1u4Frc2ZdmELK6oT0Ujt+I/WsK0NOY2pT15T1y6083CEAA57GsObQL8udoUL6k1u2WpRzR7gefT0qy94vqKxSOqM5R2Oaj0CSM5fGT1PrV4lLRAM8irNzfrGhJIzXIaxrIG7DfhSauO7erF8Qa9HZW0krMMD9a8R1bUZ9T1R7qY4BOEHoPSug8Q6hLeT/O2QOi54FczKrSXkaAcAYUfWuilFLU5a076EMNo0xlbOFT19aSJSsnycgfritC5xa2bIANxOPxqtarvaMqR6fjWxztEL8ykZPBrQtGeWzndiOB1Jwfwpj226U7AdgP3vWuo8FaP5usiO7spbryAZRbI6rk9eSew701uD0MC1stt0gJKsUyexBIr6Q+E2v3Gu+DlS8YvcWT+QznqwA4/TivBNYu/+KnlkW2W3UuT5aN5gXtjI4r6C+Fug3GheD4xdqFuLt/tDIeqhgMA++KZMtjuqKKKDMKKKKACiiigAooooAKKKKACiiigAooooAKKKryOXbap+WhAOa4RTgHcfQVA88zHAGwe3WlKhRkCnDBFVoBCE3HJJP1pylAcMBUmBRtVuCBTuAbFI4pQGXoc/WmGMocofwo8xu4pAShj3FOZVdSrAEEcg96iD08PSAyrqwaAl4xuj/VaqZro8gjNUrnTY5TvjPlv+hrOUOxtGp0Zkk1XuWAX/CrFzDNbt+8jIX+8ORWdcPvHBB/Gs2bLXUxNUwM+prOjhAizjk1p3MBlk+nWqc390VBZi3o+8AOtTaFoJ1O+Xev7mIh5D7dh+Na2n+HrvVpwUQpAPvTOOPw9a7my0u3061FvAuEHLMerH1Na06d3d7GdSqkrLczUjubN/OglaNs5IHQ/UV0On6rHcoqTFY5zxt7E+1U5YgwxioJLRJEKsvBFdLVzkOmornrO/ns/3NxukjHCsev51uxSpMgeNsioasBJRRRSAKKKKACiiigAooooAK838RXU6a5cQWnzXU7BImPAjAXlz9BXpFeT3rXlz4h1RrWFnbYbUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+ZTSjg0poAQ9aKQctT6ADoKbSnmqr6jZxXAt3uoFnPSIyDef+A9f0oAs0lIZEDlN67wMlcjIH0qjca5pFocXOq2MJ/6aXKL/ADNAF+kbisCbx54Tgz5niPTBj0uFP8qpP8TfBIyD4l07PtIT/SgDql6UmTurloviV4KfhfEunZ95CP5ir8HjDw1ckeRr+mPnt9qQfzIoA3e1MPJpIZ4rmPzIJY5U/vRsGH5il/joAay4OaSpSMrUeKYBwaQikPFKGyKAEKUwpmpDwKXgigCsVxxUZTPFWyuajC/NzTuA2xuhHcCzY/eBZP8ACtauSaUi/wDtIOBHMFB/HmutFTJAFFFFSAUhOBk0tRSnOFz7mgCObMylASFPp3rGl8N2lxKXmVpMno7lh+XStxRjNJk9qpOwXKgsbeKIr5YIxjBrno4DbvLZqD5SsTH/ALKccfga6lk3DnkVWezUsW74wPaqTGmZkcbyYxx6Vfit3XGSKsx2yqowKmCY9KHIQ1DgAH86mBpm2l2+lSwGyQRTAiSNWz6iojp9sf8Alnj6GrGSKNx9qlxT3GpNbMhWyt15ES/jUGpkQ6dKUUZOAFHGTmrhY1heILqRbN2jx8mRk+vQfrTjG2w7tvU8p+LtwsF/BDvD3IXr6dse3SvHLiQxShHOXGQB7nqTXoPxClL+Jp4ppGknVRknsa4UWYSaSRxwrZJ9qh7m3RIp+UYxuIODxVRmAfLdM8it+4MZsvkj/dZysrDBJxyB7VimEMNzkgnoKZLLEKxwusitlSMkHtUkZ2QRTQg/LKQy/Tn+VVOoACkY9K0ra2lspUnniaa3HzSKh+6OnP6UAeofDzw9Hqty2rSRAK7eXDHjhQf/AK2TXvMUQiACjA6V5b8J5o/7JQZyF4UH09a9UDBgORV9CJ72JRzxSdqFNNJ4pEEUwyprPSY2tyJByp4Ye1X5G4rOmXJq0BtqwdAynIIyDT6ytMuCCYHPun+FatZtWYBRRRQAUUUUAFFFFADXOFNVG+/ViQ5bHpVd/vVSAenQj8acDhvrTFOGB7Glb9R0oAf3oJ600N0NO4z9aAI5ZorW3eeeRY4kG5mY8AVkXPie1toDcNDc+RgkSGMjcOuVU/Mwx3AxU2s6h/ZlrmKAzzuQI48HGc8E/jj3J/MZcvhI6yjS+I7uS+Zl4tCSlrH9UUjf/wACJ/rSA8o8afHW2v7G40vRdNnEbkZubiTYTg5xsGcqcYIJHGRivMJfHevMClveCziPSO1QIAfUdx+BrX8c+ANZ8NwtrOpnTI7a5u2hhis2A4wSGVBwFwPUkZGa4if7OsmLd5JEwPmkQIc9+AT/ADpAS3Gr6leHNzqF1Mf+mkzN/M1TLFjkkk+9Nr0Pwt8JfEHifaYp9OtU2eYfNuAzhclQdi5I+ZWHOOQfSgDzyivTbf4F+OJ7vyXs7SCMHHnyXSFCPXC5bH4V0q/s5X0dm8tz4hiEqrkxW9m0mfYEsufyoA8Npea9oX9nvV21K3hXUlNnIu6S6Nvt8v22F9xb8Me9dJ4j+Gmn+EvBdzqN09nrP2SNfMW+thGzqCF2pJGQ6nGAMluaAPn611G90+VZbO8uLeRejRSFSPyNegeHfjV4u0SWNbu6XVrUH5o7vl8e0g+bP1z9K5XxdaaPZeIZo9BuJZbEojASctExGWTPfaeM1ztAH2Z4L8faN4309ptPkaK6iA8+1l+/H7+6+4/SuoIr5A+Feo3Om/EnRXtmb99OIJFH8SNwQf5/hX2A4OevSmgIyKiB2Nz0qao5B3qkA8jK5qNWwSKdC3BU9qhiOUb+8CaAJ0OSaju38i2eX0FPhGWJ7VW1g5iigHWR+foKOoGNcAwWEGfvu28/zrsFOVB9q4/V33XIiXpGm3j1rsE+6PpRIB1FFFQAVTEm+QtViZtsTH2qghwaqKAvKcg0majibJ+tSYoACaOtLRnFACYNLg0maWgAooopMAopaSgBrVgamfNZYDyoPmv9B0/X+tb0jBULHtWFqeLOyuLibpgyOx/hwOn07VSKifOfi+VrnxNdNuJbzNqkjrgY/nVJ42udRiskhZz1Ma9yB3Pp3qbXDu1mZ0BCtIZNx64bnH6U62sL9FfWQJEKjfIR/DGxwPwrPqbszNURvtLRSSK3lHHyj5QfQewpslmkNmUljJncjbjqBS3ahdaZfvQmbOc54I4rrbXTJf8AQpjEGw32dgeoYENn6dKLXEctdeHHtI7FmY5uGBb/AGRnA/ka6PTLVoHnMp8y3WJ0+YcEY55rqfFulBLSF4sMkUaq5A54OQcf72f++vaqdppr6rbRiOMxWud7Y5ZvX6DsM9TTasxrVGz8MEMaLGoO0puPscgD8817HEBsBrj9A0JNMs0uEUfaWwzqOm3so+grrI3LIPSqSsjGo03oTZ25+lRb8rmldvkP0qKM5iPtTSIJF+YVXli4JqzEPkFKy5JFFwMkhkkDocMpyDW7FIJYlcdGGazZYDtJxyal06ZQXtST5ijfg+hol3A0aKKKgAooooAKQnAzS0hGRigCEjJNMcfNU2wj3pjVQEQHJQ9+lLywwfvCnEBgKCpIBH3hQBAxIyPyoMwZBn1xUpAcc9apXgaGNpVAO3kg+1MC4AGC7hnByM9j61y/xD8U2HhXwvNNqAuNt4HtIvIQMQ7I2CckYHFdLBKZYkfaV3KGKt1Ge1eafGm7trj4d6pFNCySQXcCQs+Pmc4Yle+NpI5x3pMD5mkup5Yo4XnleKLIjR3JCZ64HbPtVOiipA2/C+jvr/ijTNKQZ+1XCRn2XPzH8ga+w9C8OWWgWlvFbpumitY7Vp2HzSKhYjP1Lsfqa+a/gbaJdfE61d1z9nglmHsQuB/Ovq3tTQEi9fwpxpi9azNY1yx0K0FxfTiMMdkcagtJK3ZUQcs3sKGBpOyojM5CqBkknAA9a8l8aeJ9P1G0XUtRfHhWyl3wR9H1i5X7qoP+eKnkt0J9hWJ45+KFqS8F6gmUH5NFilBDHsbuReMf9MlJ/wBo9q8V8QeI9S8SX5vdUuDLIBtjQfKkS9lRRwoHpSAqanfy6pqV1fTBRJcytKwUYALHOB7VQoruvh98OdR8b6kCA1tpcTD7RdkcD/ZT1b+XegDqvgP4Nl1LXT4luYyLOwJWAkf6yYjt/ug5+pFfSZHFZ2j6VZaHpdtpmnwLBa26bI0H8z6k9SfWtHtTAj70yQZFOJ5NMJ4qgIlfY9RA7LtlzgNinSn9TUFw2JA3cUwNOAcVm3kqnUy7H5II8n61fEwjtjKTxt3VzdzKXDDPLHc5/kKEBHbq15qKZ6vICfzrt65bSoQl7bhvvOS34AV1NTIAoooqQK93zGFHc1WVDVuYBivtUYAGKtPQBqAgg1LmopZliUk04HIB9aQD8mlzTQaUUALS0UUAFFFLilcBKKKKYETkvKFHReT9e1Y3iOHfbwrIGa1DlplUZzgfLn/Z3YJra+6+exNVtVnW00q7uZBhYYXc5HoDQNbnzm+lJrnjC9hhOYZJnJKf3B6V6H4Z0qPUfCscDoDKF8t8jqMbSPpxXO+DFttOuZdQ1C6tbVpQf9dMqYz9T716BHquhaPat9m1XTFkkyEBu49u49z83QdaI9zabtoeKap4RvdMLztaSy6eXkj8yNckBWIDfhiq+na1eaeygutzGowgJ9Oh+vFe2z+N/A2mwwW0/iPT2ECBPlYyFuOp2g81zdx4o+E91OzNfWwdupS2cZ/8dpW7Eqoupd0XxNZ63JaIIsXE5IdNn3MDJPPb3q5o2gpHM01szR/vWLgHKlQfkGP1qnp2seBNPvPN0y6JuJRtVFhfJz6AjjNdtpVvHb2EXznEjliXBUljzjDAHoP0qt9w510LlojqMOo/4DV1cL9DQqgLSOB1oMhszAoajj+6R6jNMkfPFJG2FHtxTsBbj+7T1FMjGFGakLKilmYBQMkk8CpASTaqFmIVQMkk8AVxdpr8cniwTI3+jN+4B9R2P51H4o8Qm7RrOzbEB4d/+ent9K5aMlCDnpXPOrrZHZToe63Lqe0ClrM0W/Go6ZDcZ+cja/8AvDrWlWxyNWdhaKKKBBRRRQBXuJBBbSynoiFvyFcLptzdWvzQXMignJQncpJ9j/Sus1+XydEujnBZdn5nH9a5C1+6K560mmrHXh4JxbZ01rrkbYW6j8tv768r/iK143SRQ8bKynupzXGnpkVLBPJb/NE7If8AZNEK7+0E8Ot4nWt61VuW/dEevFZK69cRqPMRJR/3yf8AD9Kytd8VRx6XcqttKJnQomGBAZuAc/jW8akX1MHSmuh0Gl3zXFjBLKhV5WYLgZBAJwfbIAP41g+Nfh7pvjLS70BRb6nOiBLkM2MocruXoRyRnGcGui0uVX021wu3ESgj04q8DjkdqtmZ8e6v4Lk0rwvNqxJkaHVpNPlZGwibBwcYydxzzxjb05442vavFtzZ6d4W+IOhzTBLga5FPbRs3L7yCcD/AHVYmvFakD0j4L65ZaJ49ifUJkiiuYHt1lc4VXONuT2Bxivq53WNGd2VUUZZmOAB6k18E12mvfEfX9c0jTtKluStlZQpE0QJIuGUfekz976Hj2p3A928TfF20s99v4atX1SdTte82N9lhPqWH3z7D868d8ReINe1Ce4nL3N1cSIY5LuQGPCnqsanBVfbCj1UnmuMuNd1O5I33kyoMARxtsRcdMKuAKz5JZJXLyOzsepY5NIBjAqxVuoODTaKKAPT/CHhTwIEgvPFXi2BnPzNYWwYAezSY59wv517pp3j3wBZ2UVnp2u6Vb28Q2xwq3lqo+mK+Pcn1NGT60AfcVlr+j6jg2Wq2NxnoI7hST+Gc1qducj618GK7IwZSVYdCOCK6jRfiJ4r8Psv2DWbnyv+eMzebGf+AtmncD7DY4Y1Gz84ry3wL8aLDxHcRabrcMen6jIQscin9zK3pzypPocj37V6c3JqkA2RwTg1UnbcFb0pZmKyYJqrJOBjPTFUBPqF4Ps8MCHkjJFVIIw3zyHCLyaqiRppcLyT1PpU0jM6iGP7g+8fWgC1plx52uxOeAchR+FdZXDafIY9TgdegcD+ldzUS3AKKKKkCOQZxVaV9gJ60mpXYsdOmuSm/wAsZ25xnmsaXW7O4hDJOi5/hc4IqotXsPlbVySaYyyYzxWnA+5F+lYEUyyfOjK49Qc1qWEuVKk9KtrQRpilFNU8U6oAdRSc0tAHGeMviDpnhC2k+1uFumyLdB+8Dnj7wXlePXH1rlbf9oDwuIB9phvmlA58uAAE+wJ4/Ouj+Ivw/h8aaIbS1lhsbtZhMsvljEh5BDkc45/OvmrXfAPiPw/cXy3el3L2tk+2S8jiYwkcYYNjocj86kD22X9ovwypPl6Tqr+mRGo/9CrK1L9o6H7PINL0B/tBGEe5mG1T6kL1+mR9a+fcEVetrG4uJYwtrcujMB+7iLHGe3qaAN7V/iL4s12Z2vNevFRj/qYJDFGB6BVwPzrnJb67nJM1zPIT13yE5r2PQ/gjNdWVvcXFheM0ih2W6vEtNuR0KCOVgfqRXQWnwEt4bx7hmswhxtgnaS4VPoR5efxzQB86EsepJ+tNr6H1Kw8D+F7T7Tf3WmPGA6oLKygeSWRW2sqqwZsAggsSBmvFvEmvHXtRaaOEW9ohIgg4+RfcgDJoAwaXJ9aSrdnZXWo3cdpZW8txcSnakUSFmY+wFAEIlkDBg7Bh0IPNfQHwaj1fU7ZtU1C0murezUxWjyTYDscZ68sRx8zHCjgDNUfCXwBuJkivPE1wIA3zfY4Wy4HozdM/Tp/L2Pw74ZtPDdo8Fpn5sDaBtRFHRVXsPc5JPJJpoDXt/tH2aP7UIhPj5xESUB9s802V8CpHYAVRnl+tUkBFJKQGx6UW8heQhvY1WmVpkdASoZSMg85q3cWv9n2YuXkZgijzDj9eKpuwF5p44YGllcLGoyzHtXF6zrc+pExxbo7YdF7t7n/Ck1HWTqLiJMrbIeB/fPqarHaVziuGtWu+WJ30KFveluZkinbk9aqSfKa05VyCMVRkTjFc6Z1WOn8D6l5dzJZSN8so3J/vDr+ld7XjNtcvYXsU8Zw0bBh+FevWd1He2cVzEcpKoYV2UpXVjz8TDllfuWqKKK1OYKKKKAOc8XybNHVOfnmUH9T/AErnICAoFdB4xz9gtsdPPGf++TXNRHpXHX+M9DDL92aIOQKcOme9RRnKinn7vWs0W0QTkAcVj3Fuby9tIR/FcLn6DJ/oK1Zm4NM0mLzPEFkMcZkb8lH+Na0leSJnpBnZQQiKNVHHAqwKUrhsUoFdp5x4n8RPDFrqF947lnXE8en2ep2zgchkEiP+BCkH8PSvnevqX4lzf2ffXTtazTjVPD95ZbYQMhkZXBOT0Adz6+1fLfepASrS2lw8D3IhcwIcNLt+UH0z0z7VVr3r4B6PoerWeo3F9Yx3V/Y3KmJpsusauvBVD8oOUPOM8D0oA4Twj8JvE3izZcRWosrBuRdXYKhh/sr1b+XvXoyfs8WMNhI02t3VxdKhKpDEkau2OBls4yeM17iKQ07AfM2m/s+eKrva95dafYoeqtIZHX8FGP1q3f8A7PHiCK7C6dqWn3FsVGZJy0TA9xtAP86+kFpzUWA+frL9nOVYi+oa8pbbny7W3yc+gLEZ/SqV/wDAK+66ZfSvlkULdQqnB5LZDngdCMZz0zX0bXDeIvFE8y3VnodzDbpbA/b9Zm5t7EDqF7SS+ijgHr6UAeQXXw30zSbbxPBeXIubTTLJWbURiPy77BIiUfxAgqCO2R3rx+uk8T60b+7ks7K7u5NJhmZ7dZ2+aQn70rju7HJJPPOO1c3SAUHBGK+vvh9rE+reBNGvLpy1xJAFdz1YqSufyAr5U0fSbzXNUt9NsIjJc3DhEUdvUn0AHJPtX1jo2nReH9DsNMhO5LOFUDf3j3P4kk/jVRA0L6XbMfYYrKmmUkgngdabe3yLMqNIvnSk7ELAE/Sn2sQd1LheOcVYE1tGzLwNuf0qW4XyotqjHatCNMKMDgelc54h1u20vKMRJcHkRA8/j6Ck2krsaTbsjV062ee7jWIY2sGJ9AK7GuV8DX76joZuJQokM7q23pxjH866ntUOVwas7C0UUUhGF4pk8vQ5v9sqv6153IPMTaea7nxpLs0yJP78v8hXDqMrmuas/eO7DL3DPWOa2mMlvK8Tf7DYrf0fxLcW93FHesHiY7WkIww/xrMmQYNURI8dxG8f31YFfqDxUwqST0ZpOnGS1PZIZ0kHymphUFvloELqFfA3AdAe9WQK7meaA+tKDRS9qkAzmoLuztr+3e2u7eOeBxho5VDK31BqfFGaAMS48H+HLmeCabQ9PeS3BERNuvyZOeBjHWrsum2swVZIQUUKBHkhODkfKOODV4GjrQBFIkjgBJWj9SoBz+dZeu6/a6PbBZZT9rmytrbohkkmfHAVBy3v2HciuY8a/Eqy8Mo9paPFNqG4RvJJnyLUkZ/eMOrY52D5j7DmvDPEnxGlkmuYtEvLiSe5XZeavOoW4uB/cjA/1MQ7KvJ7mgDn/FulyabqT/b9RtrjVJXZ7m3tgCtvk52lh8u7/ZXIHrXL0V6x8HvhzH4t1N9U1WBm0e0bAQ5AuJf7v+6Op/AUgMPwT8M9d8bTLJBH9l0xTiS9mU7fcIP4j9OPU19K+D/AWheCrPytNtg1yygS3coBlk/HsPYcV0cFvFbQpBBEkUUahUjRQqqB0AA6CpScUwDNNZj2FKTUchIHBpgQzSuo+7VCWZmPSrbRvJ1fAqrPIiDy4/xarQEcKmS5jX1YCugZQylWAIIwQe9ZGlx77oueiL+praqJbgeb+IdIOk3wkhB+zSnKf7J7iqkLb1r0PVNPj1KwltnxlhlT/dbsa82VXtbiSCVdrxsVYGuKtCzuj0MPV5lZ7k0gx71UdRgnvVt2DCqspKsa5zrRnXC8cda7rwFqfn2cthI3zxHen+6ev6/zrh52PYVY0HUTpmsW9xnCBtrj/ZPBrajK0jDEQ5oHslFNUhlBByDyDTq7TywooooA5rxn/wAgy3/67j/0Fq5aFs811HjT/kEwf9dx/wCgtXLWwyoFcdf4z0ML8BoxcrUjdKbEPlp7jg1mjSRSlHy5q54ej3a5C2PuRSH88CqkvpWl4YXOqzt/ct1H4ljW1Fe8ZVn7jOpb74pGUlSAxX3HWlfjBpa7DgOF+IUUNlDol4UznURazSudxEc0UkZyT2yynFfIrAqxBGCOCK+0fHmjSa94I1SxgGbnyvOt8dfMjIdf1XH418oa/pnk6fpGqxqPJ1CB2YjoJVkYOv4ZX8DSYHN19H/s53Mb+FtYtRjzY71ZG9cMgA/9AavnCvVfgRr50vx5/ZztiDU4jEQT/wAtF+ZD+hH/AAKkB9RHpTGp5qKR0jRpJHVEUZZmOAB7mqAlWqmparZ6Xb+ddzrEudq55Z2/uqo5Y+wrznxT8YrGwSWHw3CNTmQ4kvGO21h/4Gcbz7A49+1eKa18SNc1O5eSK+dJWBU3CH95tP8ACrYGxfZQo9QetK4Hs3jL4jWVpvi1S5ms4AONLtJB9tuB/wBNXBxAnqud59uh8L8U+OdR8ULFaFYrDSYOLfTrUbYox2J/vN7n9K5ZnZ2LMxLE5JJySamtLK6v5xBZ201xKeiRIWY/gKQFWtjQfD+qeJtTj0/SbN7m4c9FHCD1Y9APc16N4K+B+ra4ReeIRNpdiDxEV/fy/gfuD3P5V9BeH/DWj+GdPFlpFjHbQ9WIGXkPqzHkn607Acd4F+Glj4E00yuy3Orzrie5xwo/uJ6L6nqfyFa2pXqW1tNO+SsalyB3AGa6LVMi0cg8jmuH1U/arO6jHTymA9zg1S0Q0rnnFxqNxqt0by4P7xjwB0QdgK6LSdV1KMALeS47ZO7+dctar++2e9dRYRYUVxyk09Gd8YpqzNifVdRkhIa8m6fwtt/lXKXH+sJPJPUnvXRyriM89q565XBzWfM29TRxS2R6j8MSf+Edn5/5eW/kK7auL+G8W3wwWIwXuHOfUYArtK647I86p8TCiiiqIOR8dHFpaf8AXQ/yrjYzxiup8fykCyiH+038hXIxuNvNclb4j0MP/DG3DYHWs4MfOBHUHNXLlvlNU7dTJcqg5JOBUx3NZbHs9lJ51rFJx86BuPcVbFUbOA2cEVsxyY0Vc+vFXVNegzyh4paaDS5qQFpBSZrP1TWLTR7YT3chAY7Y40G55W7KijkmgC3LNHBG0srrHGilmdyAFA6kk9BXnPi7x7bWummY38unaSwO2eMf6Xff7Nup+6vrK34etcR47+LEPnNbqkN5cIf3doG321uw6NKRxNIP7o+RT/eIrxvVtYv9bv5b/U7uS6upD80khz9APQD0HFAGl4p8WTeJLiKGG2jsdKts/ZbGIkqmerMTy7nux5NczWhpmlX2sahFY6fay3NzKcJHGuSf8B719D+APghYaOItS8S+Xe34wyWo5hhPv/fP6fXrSA85+HPwi1HxXJFqOpq9nouc7yMSXA9EB7f7X5Zr6c0rTLPR9NhsbC3jt7WFdqRoMAD+p9+9XFCqoVQAAMAAYAFGadgFzTGNKTUTtweaaAXdUMj+lNMlRs4HU1SQDZZCFIHfvVFuuKsOd2TVY0wNXSUxFI/qcf5/OtOqmnpss4/U/Mfxq3Wb3ASuL8ZaZsdNThXrhJcfof6flXaVWu7aO8tJbeUZSRSpqJR5lYunNwkmeXxvuWo5uelLcwSWN9LaS/ejYr9femk7q4JKzsz14u6uihMTnNVCcE1duV9Kzz940osqS0PWvCOp/wBpaFFubMsH7p/w6H8q6GvLfAupmy1v7M5xFdDZ9GH3f6j8a9Srvpy5o3PIrQ5JtC0UUVZkcx42ONKh/wCu4/8AQWrmbIEgV0njZs6fbJ6zZ/JT/jWFYx4jFclf4j0MN/DLQ+UYNDvkdaWQYWqckuDyayRq1cc/vW54YtzGbiY5zKEIz/dwcVz1vG+oXkVpCfmkOCR2Hc/lXcWkC291OiDCKERR7Ba6qC6nLiJWXKWZB8tC9BQ/IpqHiug5B3euB8T/AAy07VPBd/o+npsnNxLfWhc/6uZuSoPZT09s+1d93pc0AfFvinwrP4bXTJWZnhv7RZgXXaUkHyyxkequCPyqf4f+bbeNNG1LawtrbUIBLKOibmwM/XmvpT4j+A7fxh4VntoEC38LNcWhBwPMI5U+zfzOa+Z/DsckWp32kXVwtl9ojMMouG8sI6sGBYnoVZQffGO9SB9mSyxwQvLNIkcUYJd3YBVA7knpXgvxK8e6Pdu72n2/WbQP5casxi05XHXJUAzHvgnH1rmdc+KEepabbreQTapqCKAYrp8WMLLwGWJf9aTjOXOOelcJqWpavr13FJfyzTyMAsMe3CqD0EaAYA9lFO4EOp6zeatIpupR5af6uGNQkcY9FUcCqkMMs8yxQxvJI52qiKSWPoAOtei+E/gp4n19o57+L+yrJsEvcj94R7R9fzxXvvg74d6B4KhVtPtfNvduHvJ8NKfXB6KPYfrQB414L+BOp6oUvfEbPptocMLVcGdx79k/Hn2Fe9aB4Z0bwvZC00awitUxhmUZd/dmPJrYptADhSd6UUhpgUdRG61kHqDXD7cqy+oIrur3mFvpXF7cTOvoTTGjy+JNupOvoa6ywHyg1zU48vW7gekhH610licIK4prU9CBcmHyGudvVxXSScpisC/TPT0rNbmjd0eteBohF4QsOMFgzH3yxrpO9c94KYN4Q04g5/dkf+PGuh712rY8yXxMWiiimSebeOpi2tLHk4jhX8ySa5sMdvFbPistN4huxg8Mqj6BRWM8EiAnkfhXDVfvHq0FaCK1w/FWfDUX2rxBZxdQZVz9Acn+VZ1y7BSWFbnw9KSeJ4i/UKxX64//AF1VLVk1tIs9Xul2lZB9DQjZqeVA8TKe4qjA52Dd1HFdy1R5hbHNLmkRwwqveGWOyneBoUlWNijTkiMHHBbHb1oAzPEXiW38P28YMUl1f3BK2tjDzJOw649FHUseAK+bvH/ji61O5uIDfrPdyDy5XtHPkwr3iRv4h2JGAf8Aa60njzxnJNNc2Wm3c1z9rXF5qzrsa9UEjZEP4IAQQFHXGTmvNKQBXfeAfhjrHja5SdVNrpKtiS8kXg+oQfxH9B39K6fwH8LdPg0pfFPjqVbLSwA8NtO3l+YOoL98Hso5Ndjqvx68L6RCLTQdOnvFiXZHtUQQqB0A74/AUgO88H+BNE8F2Jg063JmcfvrqXBlk+p7D2HFdNgntXy/q3x+8V3rMLCOz09COPLj8xx/wJv8K4zUvHvizVyTe+INQcHqqzFFP4LgU7gfaDyxxoXeRFVepZgAK5/UPH3hLS8i88R6ajDqizh2H/AVya+MXuJpdwkmd9xydzE5PrUIBJwBkmi4H1RqXx38E2YYW9xeXzDoILcgH8X21yF/+0UhJFh4dbHZri56/go/rXjlv4fvrhVkJt4YSf8AWz3CIo/M112h/DEatKijWFmDEcafZzXA/wC+yqp+tF2BuyfH/W5XONOsLdR02I7sf++mwPypbL4peNNZuALSwv7pc/6uztwv/jypmvU9C+F2h6KiEok0qgfOLaNf/Qgxz9DXYw20UEYji+RBwAWJAqlcDgfD2reMr4Kt74cbT4m63F7d+b/44CGBrrIxL5aiYoZO5QED8M81fudoIG7NVUGZQP8AaFUB0MQ2woPRRUlIOBilrIAooooA4Px3YeXNBqKDhv3ch9+x/LP5Vy8T56GvTPEkEdx4evVkxhYi4J7EcivKbYsXHXFceIjZ3PSwk7xt2J7jkEVmuvzHitiSLKE+gz0rNkUb650zr6DIJXt5o50OGjcMCPUHNe3wSiWCOUdHUMPxGa8PcfKeK9q00EaZag9REgP/AHyK7MO9GefjFsy7RRRXQcRy/jKMtbWr9hNj8x/9asq0UBRW34vZV0yEnr564/I1i2rAoK5K3xndQf7skn+4axLzOMDqTWzNyD6Vj3g2tketZ2Nky94RzH4hCtzugfH5iu6KgXDkdwDXDaIwTxDZv0DbkP4qa7sn/SCP9kV10fhOLEfGDdKiU4NTdqhI5rYwHZqC9v7TTbSS7vrmK2t4xl5ZXCqv4mo7u9+yqFjtp7iVvuxwr/MnAUe5IrldW8B23iy8+2eIzJLGP9XZRzsUQemeAPcqAf8AaIoA5HxN8drWOZ7HwjZvqN0cgXEqkRg+qqPmb8cCvLNS0nxL4l1j7b4juFspbltwSSP945/6ZwINzH8Pxr6W0/whpunRmKztLbToCMGOwjEbMP8Aak+8fwx75rS0/Q9L0p2ksbC3glf70qoN7fVup/OkB4t4a+EU7IjrZjTYz1vdSRZrtv8ArnAMxxfVizdxivU/DfgbQvDLmeytDLfP/rL66bzZ3Pf5j0+gxXRN1wKenWmA/vS0d6D05oAbTT0p1NbpQAA0HpTQaXNAFS9/1Rrj5Bi7f35rrr4/ujXKzj9+D7VSGjzXVVCa7cEDrIf51s2Mg2D6d6x9cyviK8QdPMz+YBq1aTbEGa4p7nfDZG4ZMLWbcxls4FWbYtcE4HFXJbNVi6c1kzVHa/Dy487wrDH3gkeM/nn+tdbXnXw5uxDe6hpzfxATJ/I/0r0WuuDvFHnVVabCiiirMzzHxEpPiq7/AN5f/QRQIVaLBANTeJUMfiiY/wB4K36Y/pSw4KV5tb42evR/hoyLuwiKH5AKoaQ39la7bXKnCpIC307/AKV0NwgKnFYc8XzkinSdmOolJWPZifkJHpWcASSMH3pmi3RutCtZs/MYgCfccf0q4AGUMOtenFnkNWdihfX0OmWFxfSM0kNuheQRDewA9hXkvjr4laHqmnLZSXzLYBWkurO3kzLekHCw714RD1Y9ccCuq8d+Bp/E+jXUAvBbR28byWtvbr5YeQAn94xzwfYfjXzEfDetf2TPqh0u6FjAwSWcxkKhIBGfwI/MUNiG61q93rupveXRiUlQkUUS7Y4YxwqIvZQOg/rUWl6k+lXy3kEUDzR8x+fGJFRuzbTwSPcEe1QTWd1BFHLNbTRRyfcZ0KhvoT1qW30vULq9js7eyuJbmTGyFIiWbPQgYqQLOteJNZ8R3X2nWNSuLxx93zX+Vf8AdXov4CmaX4f1fXHK6ZptzdYOGaKMlV+rdB+JrrbX4SeNA8cp06O2m2mWKKWZPMfbjOEBJ7jrXv8A4f8AAOn6b4ftYtbZ9TngjDyG5YmJCBnCxglQB049KAPmd/A2tx3tvayWm6WU8rbsLgxj/aEecfTrXcaR8Er24CNNYajJnqZ3js0/Xe//AI7X0lb21vaxbLaGKGP+7EgUfpUuBTsB4zp/wKt1G6cabAR6Ry3Lfm7Iv/jldPYfCTw7ZkGV7qZu4jKWyn8IVQ/mTXoFMIHWmBh2Xg/w5psoltdFslmH/LZog8n/AH22T+taxG0YHA9B0qQ0ymgGEGonqX7px1FMZl7imgKMvL0Wy7rqIf7QpZCNxx1p9gM3sf4mm9gN2iiisgEoorL1rVU0jT3nbBkPyxr/AHmobsNJt2RgeMNVH/IMgbLNgzEdh2X+tc7a2oAHFQxGS5uGmlYs7ncSe5rWjUBa8+tPmZ61Cn7ONivcIDEQaw7lQvSt26bAOa565LTTiNAWZjgAd6yirs2k7K5a0LS5NY1eGDB8pTvkb0Udf8K9hACqAOgrC8MaGNH08BwPtEuGlPp6L+Fb3avRpw5UeRXqc8vIdRRRWhicr43yNOtiDwLgZH/ATWNYSZjHNb/jSLzNCL4/1cqt/T+tcrpkvygd65a3xHdh9YWNOU8Vm3a7ga0JGytUphwax6m6WgmkyZ1XTx384A138hxd49VrzzS8LrdnnoJ1/nXfyv8A6aPyrsobHFiPiLNRMOakBzSMCa2OcZSg0mKQjHNAD+tLn0po6U6gBnO6nqOaDTQcE80ASijtTQeKWgBO9NanHrTTQBH3pc0hpM4GadgKt6coR7Vy8/8ArR9K6S8YmN/yrnJBmUfWmB5xrmD4pu/94f8AoIq3bojJyPzqjrHPiC8cHkSkflgVbt23rgda457s9CGiRsadtw2B9K05QDHjHas3Tk2KB1z1rTfiI1my1dsreGZvsnjS1PabdEfxHH8q9crxWCY23iPTpgfu3KdPc4/rXtPat6LvE5MSrSFooorU5zhfGcPlaraXIHEkZQ/UH/69UYD8gro/GdqZtE89R81u4f8ADof51y9lJlBzXDXjadz08NK9O3YmmXisyeLk1rP8wOKozr8prOO5rLY6bwhdbtGe3z80UpH4Hkf1roYTjK/jXO+E4ANJldR87THP4AVufvEIbtXpw+FHlVPjZb285qja6ZaWlmbVIg8TMzsJPmLsxJJOeuc1dVsgEU6mQUrzStP1AQC9sre4EDbohLGGCHGMgHpUwt4RN5whjEm3ZvCgNt9M9ce1T0lADs8UtNozilYBSKQ0bqMigBMUGl4opgRE4NNJp0gyKYDkU0Axj7VEz4GCKslgBVeRge1NAVJiM8DFTaaM3nH900yRMRs549Km0tT57t2C4oewGtRRRWYETsqIXYgKoySewrzLXdUfWtVLIT9nj+WIe3r+Nb/jLW/Kj/s23b944zKQeg7D8a5Wyh5Brnrzt7qO3C0vtsvWkO1elW3OF49Kanyp6VDPLtU5riZ3oo6hPtjOT+ta3gfR/tFw2qXC5SM7YQe7dz+FYNraTa1rEdnDnDNlm7Kvc16zZ2kVjaRW0K7Y41CgV1Yen9pnHi6tlyIs0UUV1nnhRRRQBl67b/atFvIgMnyyw+o5H8q87sXxz2r1SRd8bL6givKrZNkjxHgoxH5HFc9dbM7MK90a4OV61BL3p8fCYpknQ1zHWij5rW8yzIPmjO4fUc12unXRvLC2uz1kQSH8eTXEzL19wRXT+E5RLoFmM52ps/KuvDvc5MStmdQhyoNKTg1FAfkx6VKRkV0HGGKaVoU9qfQBCCQcGnA5pxANIBigBG6Uzd81OeoMncaaAsg5p2aiU8VIDSAU000tITQBGaYxwKeajPJpoChfHZbOe9YQG6Qe3NbOondEVHqKysCNZGJ+6tAHlOoSF9XuXz1mY/qau2hyQM4qjqMZhv5VPUMc1bsTllFcUtz0Y7HTWI+QVdk+5VWxACirMxwprNmiOe1B/LuY5OfkkVuPYg17ijbo1b1ANeEaoS8qoOrNgD617tEMQoD2Ufyrehszlxe6JaKKK3OQrXVulzaywSD5JFKn8a80t43tbiW2l4eJyh/A16n2rg/Fdp9j1aO9UYjuVw3s4/8ArfyNYV43jfsdWEnaXL3IlwVqncrgGrUB3oDUckLyuEUZZjgD1NcqO1m/4Q3f2dKGBCmUlT68c10GOSKqWVsun2cFuOQi4Y+p7/rV7AIr0oq0Ujypy5pNoiT5X29j0qUimMpx7jpUiHctMkQUtIeKKADNLSUZoAMUmDSg0tADckUm+nGkPNADSQRSYA4pSuaTaRQAhKgcio2kRRnApZlOzNVGVn74FUkBFcTGU47Crekj5pvwqm6YbFXdLP8Arh6EUS2A0qy9a1WLSNNkuXwW6Rr/AHm7VfkkSKNpJGCooyzHoBXlHiPXH1zVMRki1iO2NfX3/GsZy5Vc0pU+eViskkt9dSXEzF3dizE+tbMMSog96p2NuFUEirzNjn0rgk7s9WKtoLJJtGKyb24LYjTJYnAA7mn3t0FBAPNdH4U8OspTU75P3h5hjYfdH94+/pRTpubFVqqnG5qeFdC/smy82Zf9LmAMn+yOy10lFLXoJJKyPIlJyd2FFFFMQUUUUAJ2rzDUYzbeILyPsJSR+PP9a9Prz/xdbmDX47gD5ZowfxHFY1leJ0YZ2nYij5+lNkGDiltzujHsKWRciuQ71uUZh0rS+H8/m6OVz9yeRf8Ax41nXHAXjvU3w2bNrfJ/cu5B+tdWG3ZzYn4Tv4+GPvU1Qj1qQGulnCIwwcinA5FB5pg+U47UASZpKO1NP1oARqgP3qmNQH71NATL0p4NRp0qSkAtIelLSGgCNqjboTUjVGe9MDJuGJz9ao3sflWJz95zitXyh5hLEdaytZkzKkYPAGaoDzLxFCYr8t2cAj8OKj08/Mta3imDEUUncMR+BrEsGxIK46qszvpO6R2Fnyg9aluDiM1FZkmMGm3rkRn6VgzdGDJ++1m1jyPmnQfmwr3sDArwXT1M/iHTx3a5j/8AQhXvfauijsceK+JC0UUVscolY+v6d/aWkzRqP3qjfGf9of5xWxRSaurMcW07o820198XOQa3NIszNfCYr8sfOfeqkOmtH4hvLROE37x7Kef611lrEkMYVAAo6VhSpO930OyrWVrLqKcEEGnq2ODSMgzRjHSus4iXGajOY2z2PWlVuxp+MikAoIIoxUQyh46VKDnmlYBKKXikJoAKM03mk2n1pgPyKTimYPrS7c0AP4pCQKMYqCR+cA0AJO5YbV6mqzqVUjNT4xzUbKSpYjAFUgKyrk5q5pf3Zj/tVWQYgY9/WsLXddk0XR3WAET3DbVf+6Mcn60pPQcU27Iz/HPiXczaTZv8oP79gep/u/41y+nQl2DGsuMtPOSxJJOTXTWEQRATXDUlc9KlBRVi/GNiAVVvLoRr1qS5mEUYOetX/Dfh06tKL+/U/ZVP7uM/8tD6n2/nWUYOTsjSc1BczF8MeG2v5F1G/T9yDmKNh98+p9v516H0FNACgADAHAApxruhBRVkeZUqOpK7FoooqjMKKKKACiiigArlfGtoZdNhulHMEnJ/2Tx/PFdTVLUrUXum3Fsf+WkZUfXt+tTJXTRUJcskzgLJ/kHPFW3HFZdi5XKuCCpwR6GtTIKiuE9S5n3QI7VJ8PF8u51mL+7eE/mAaddrmMe1QeDZfI8XanbHgTxRzr74+U/0rfDv3rGOJXuXPRc8UueKXAIpuK7Dzxwcd6U880zZmgEjg0AOyKT8aKKQCMajAGaeaZxn3pgPFP701etOpMBaQ0opCPegBjVXbOTU7fWoWzVAQ+Xzk9BXP3x33cjdgcCtm8uDGm0Hk1jS/OzE96YI5rxNBv01iBypzXH2jYkWvVYtOj1GY2kqgiWGQAH1xwfzrymJTHcNG3DKxB/CuastTroPodfYufKFF+2YiO9QWDExgY9qs3EWVJNcjOxIzPDsYk8W6VG3T7QCf1P9K907V4h4TxJ440/POJCf/HTXt/auqj8JwYn4wooorU5wooooAz2tQmpyXPGZIlT8if8AEVLHwcUsjZm46DilHXNUtEF7jmpOKd1prDHSgBGGOaUP60oORS7RQAZBoGKTywenFG0jvQA7NGM0gNLQAbaCKXNFIBMe1L0oJA5qNpBRuAkr9QOtRrGByaTcSflHWnhCfvHiqATrwOgqCdyfkUVM7YG1abFEPvmmgK86+Vahe5rjfGsO/SYXA5WUD8wa6+9fc4UdBWB4ni36DIf7rK361M/gZdP40cFZW2GB5rbR/LQc8Vn2p2/WtfTtMm1q6EEXyRLzLJj7o/xrz7NuyPUuoq7LWjaK2vXiySBlsoj87f3z/dH9a9EjjSKNY41CoowFAwAKhs7OGwtY7eBNscYwB/U+9WhzXXCCirHm1ajqO/QdRRRVmQUUUUAFFFFABRRRQAUUUUAeb6xb/Y9fuo8YWRvNX6Nz/PNPjb5R71q+NLfD2l4ByCY2/mP61iwksnWuKorTZ6VGXNBDp1Bib1xWRZS/Y/GelT9FmD27H6/MP1zWw5BXFc/rO6GOK6XhraZJx/wE8/oTTpO00OorwaPW1PFLVaGdZLaOUHh1DD8RUgmHQ8V32PMJaa2KbvBppHvRYB+c0D6U0Uo4NAAcVHxnrTyCabtNMBy1JUa5FOzSAdmmlhQTxikxQA3Oc8VDO4jQsanYgCsrUpvk25600BnzymVyfypscRc5NPhhL8mrD4hhJpgN0n/kYIxnhY2A/KvNPEtl/Z/jK/h27VaYuo9m5H869AspvK1SGbsJVBP14/rXP/E6y8nX7G+UYE0Wxj7qf8CPyrGstDai7SM/Tx8uK0Lhf3J+lUNNG5av3J/dHjtXCz0ih4DQv44t8jO1JG+nFez15D8OI9/jGdzn93A2PxIr16uun8J5uI+MWiiitDEKQnAJ9KWobhsREetCArp8zFj1NS44qGM1OOlWwQqmlIyKaRzSg0gGkEdKUMe9PpCuaADJoyaQHHWnUAJzR2paKAE5o3UtNwKAA896btU9qDx0pME0AOAAoJwKOgqMjceelACDBPrT5CEiJpyqFFVbl93yinuBSfLuSaoa5Hu0W5BGf3ZrT2hTVHWVZ9MnVQSxjIA9TTlsyo/Ejg9NsLjUb1LW3TMjHk9lHqfavU9J0uHS7FbaLnHLOerN61U8O6JHo1kAyg3UgBlf39B7CtwVz04cur3Na9bndlsLRRRWhgFFFFABRRRQAUUUUAFFFFABRRRQBjeIrX7VodyoGWQeYv1HP+NcTbN8o57V6U6K6MjDKkYI9q84aE28rRnlo3KH8DXPXWzOzCy0aJnGBms/ULZZoHjb7rqVP0NaOdy+9V5gPLOaw8zrSOi8JXy3uhQRSY8+BfKce68ZrcMQNcX4ZWNdRliLlXk+YYPXFdooZeGO4etejCXNFM8upHlk0MMOKAh9amB9aQrnpVXMxgGBRzQQRSbiOooC4u7ilDCmb6cGWgLjs80vamhlpN4oHcfmkLYFMLio3mVR1osK4ksgArKuh5k6DFWZJM/Menaqck3OR1pgTZCKAMCqtwDJgZ4pNzuT1pwgdsZ4pgZ94RDCNvUOG49uan+JVt9p8O212oyYJlbPswx/PFR6igDonUmtfW7U6j4Dmjxuf7KHH1UA/wBKzqamkHZpnn+lH5Bir92QIiT0rP0khkQ9ioq9fH9yc157PVRY+GEWdb1Sb+7GE/8AHv8A61epV518LFyuryesyD9DXotdkPhR5lZ3mwoooqjIKrS/MrE+lWaqysFPl5G4jIGeSKaAjiHFS0kYAUU/bmqYBTacFNBB9KQBQGpBQRQA7INGKZijJ70APxSYNANGaADBpeKTIooAXikNJ+NB6UAGM0YApMmmnPegAkfA4quw+UmpSMmmvjFUgKxGWwKiuAu9QwyMjI/GrKjMmaq3JzI2KoDfoqKBxJBG4OQyg1LWIBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFADQOBXC6xELXXJ1IwkoEq/j1/UGu7rmPFtoHtobsD5o22Nj0P/1/51nUV4m1CVp+pgFhtwOlQTMCmf0qULiPr060xodwzXGz042Me+aSELMjOjxuGDI2CCPevQNJ1SS4hiE6nLqCrnv9feuPnjSRCsikr0NXItQv7bS/stslvMAP3bTBsj64IzXRQqqKtI5sRRc7OJ3RzjODSg1leH9TlvrJVuVVLpB86qcj6j2rZwPSupNM4JRcXZjODTCMVLtFJsBp3EQNjuKbgMcA1YMXuab5RHTFO4iLyyO+aNu0ZJqQhlH3SarS+a52hWAoERvISSBioWY+tSfZ5MYCGj7G544HFMChKzSNtXmpI7I4Bar8VmIx2J65p5XH4U7jKvlJEhOOaj3AIWxT3V5G2jAGcdar325YwgcAHrSAypn8+6Zz0UE/kK66zhEuhwQsMB7cKR9Vrl0gVIJ3xnCYyfc11el+Z/Zlv5n3tg/Lt+lTIroeUaZEYpGi/wCeZK/kcVNq7bLZmJ7Yqe2ZDqV+QAoE7/hyaz9ZcNG3PArgluetDVXOi+FD7rTVB381Dn8DXo1eZfCpX8zVCD+7GwH68/0r02uqPwo8yr8bCiiiqMwrzvxfdXT+IIvL3pbwR4WaNsEPnke3au/ckIxBAODgmvM76SaS5aSOZyxY7sYb8GU/eHuOa3w6965lV2sW7bxHq9uuRPBcoDwsw5x/vDn881oxeP7OIgalZz2vq6fvE/Tn9K5eaW3QfNFah8ZJJaM9fSqRktJZCjwrt5+YXNdLp05dDJSnE9Q07xHouqqWstStpSOq7wGH1B5Fa3DDI5HqK8UuRbNALWBIo0WTfhcNk9ySep/lV21e4hi2Wd5dW2FwuyY8enB4rL6tfVMv26W568MUYHpXkkXiDxLbgBdXZyOD50atmpY/H3iS3IDxWNyOeqFM/kal4Wp0Gq8D1YqPSm7RXm0fxSu4VY3ehqSveK4xn6bhV+x+Kmj3ULSyWV/EqEB2EYcL9cHP6VDo1Fui1Ui+p3O2jbXNw/EDwvNEsn9qxxqx2jzUdOfTkVqwa/pFz/qdUs39hOuf51HLJdCrovbDSbW96Emik/1ciN9GBqUc+9IZDtNO7VJikouBHTGb0FT4qM9aAIwGPY01lJ6CpqQ469PrTuBD5ZHJNU5EAY/WnXmrWFmpM93EoAyQGyfyHNc3ceMrGQyLZxyTFf4nG1f8arVK7BavlW51ukszabFvGCCw/ImtCs3Q7lrzRbO4cANJEGIUcc1pGsge4tFFFABRRRQAUUUUAFFFFABWfd6zpenTww32pWlrNOcRRzzqjSH/AGQTz+FfKH/C7fiH/wBDD/5JW/8A8bqkvxY8bLqFxfjWh9quIlhklNpASUUsQo+TgZdunrQB9gajfW+labdahcvst7aJppW9FUZP6CsmPXby00i71PXNNXT7a3t2uNqT+c4QDJDjaAG9gW+tfLF98XPHOpWE1jd635ltMmyRPskC7l9MhAaqSfEjxVJDfRHUIVW/z9qMdjAhmJOSWKoCT7/hQB9Xp4hns9Mu77XbKLTxb2rXhijufOcRKMncNqjcOmFLDPfkZz9V1q4Tw1qNxrdgli0VqblYIrjz5No7EbVAbOBgFgM9eRn5lv8A4o+MtUZjeax5paB7dv8ARYQDG5UspATuUX8vc0mofFHxnqpJvNZLk28lsdttEn7typYfKg6lF56jHHU5Ghp2dz6AtvtqJKNRitYJ4UEjwQXBmdFzj5hsHOePl3c9+lMTUmi0W81a9srmzs4TIY/tEbJJLGiqS+xgCoJJAB64z3r55tPiD4qsp7ueHV5DNd4E0ksaSMQCSACynaATnAwKWX4heKZrOezl1UvbzuzyIYIvmJAB/h44UcD+prF0tTojiLH0BcXF1Y6bc3WqWkVu8EPntbQz+bKq+hG0DdnAwpYZI55FWLSO/jDJfwWsE6rvMMVz5rIMgHd8oGQSAdu4Anr0r56uviP4svJ5JrjVfMkkieJibaLlXZWYY2/3kU56jHGKD8SfFp1KXUDq5N1LEYWcwREbCwYgDbgZIByBngUnRQ/rLuj6O+0ywuCrsvGCVOD+dTNd6uIy9nrMoOMhZ0SRf5A/rXza3xM8Xv8Ae1fP/btF/wDEUg+JPi4KVGrnB6j7PF/8TQoTWzG61N7o9Kk+OXiTSdUurC/07TrzyHK703RZH4E1t2X7QulvtF/oV5Ce7QyrIPyODXz1d6leX1zJc3M2+WQ5ZtoGT9AKg8+T+9+grdN21OWVr6H1hZfGvwReEK+ozWpP/PzbsoH4jNdLZ+M/DOooGtNe02QHoPtCqfyYg18VefJ/e/QU0yMeuPyFO4j7ujliuF3QyJKp7xsGH6UGNs/df8jXwtHeXMJzHPIh/wBliKsf23qoGP7TvMf9dm/xp3Fqfb3lt95wVHvUZnt0yzSxKP8AacCvh+TUL2YkyXc75/vSE1IrOygl3OR/eNO4H2u+qabAv73ULND/ALdwg/maqSa1peM/2nYAE8f6VH/8VXxn9cn60hIYYKjFFwPsJ/EWiWqFpda01cZ/5e4/8a5LVfil4PsXYvqv2uQf8s7SMv8ArwK+aCiH/wDVSbQPWjmA9c8Q/Gy5urSa10PT/sokx/pE7B5APZRwPxr3PwbfPP4C0a8uHMkn2CN5WJJJYJzknvkGvjOOJpZFiiUl5CFUDkkngCvrjW7v+ytC07w/CxMxt0RzjBEagD8MkY/A1EpdS4xcnZHO2iu0M056zyGTJ9zmqGrgNabuQAea25CEhHA4HSsfVh5lttGBXG9z1o7WOo+FUGzSL6fj95OF6eg/+vXoIrgPhfMDp2oW/wDzznDfmP8A61d+K6o7I8ur8bCiiiqMyjqk32fTp5O4XH58V5teSQpOzsGBPX0ruPFNwIdPRN2DI/54Ga4RhHKSr459e9duGWlzmrPWxH8k4CCd8dCGNV30sNlkAJ9RipvsrRuSvI7Kf8aiSUIdjAcdc11LyMPUYkbwZ/dAjuR1qzG8LjBfYSOjDFRPwqkHII6UyRkZQrDjHr0piJ5bc4B2hl9RiqD2xYNt9SanIliOY3JTHTOOKkN1tQiTB3ccjB9apCZlmRIo5BNF5icd+QaSyiQW891EoVw+I8D5XA6gg9qlmKRRyBgCGP8AEMgVd8OlYtJfZuzIWc7k3Dg88Z56USdhxOe1KOL7ZZwpbfIN83lS4bAPy447ZXirMOnJdSZa1SJB1IGBTomMniy6G4RiGNIsrxg7UY/qxrXKHLICT9aiFrXHO97GcmjxRsxhlKY/iBxzV5INQVFEOp3aYHQXDf41MYQI8k8+gpB5hYnjbim0mCbBLvV4GGzWb8895S386sQ654mecJFqswQdWdEb+lQRu5BYp0H44qaB9oB2FAeBzUOnHsNTl3NSbxNrMGA16nzdCYhmsfVfGHiFpVXT9VjEhX5oPKTfnsRnrn0qW7RLmIEDkVgPbspZdwaMnOD+X8qj2UXqkWqj2bOnPiDUJbUO97KCAA5Y7MHHJ7VC91HOgfz2nQjlmcmsGPfuYKzlT1UjcM7h2PYLmtSKQxpthiiKd8WPX8PWlyqJV3Io6rdGGyf7IDIWIKiNdxI9ABzUUMk8aMLiLypJUDKjffAz39D7e1aDvfugVI5IIurbysKj/vn5qw57iI6rHFEfmcFSQCFJAHTPPesaztTZvho3qxPZvCeR4W03d1MCn863KxvDBX/hHLAKWO2EKd3XI4NbNca2NZ/ExaKKKZIUUUUAFFFFABRRRQB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVaRvkX6VVqwudg+lNAO3Um4mgCncUwEopcikPSgDV8Lwtc+LdHhUZL30Ix/wMV9I30hv/FeozsTiKTyEHoEGD+uT+NeEfCqPzviboC4BAuCSD7KxzXuDSFdQ1WVupu5en+8axqbHRhleTFuTlW74rNu+YyOvFWlmEhIqvefc4rmep6FrG38MZNl5qkHGSEf+Y/rXpVeUfDt/K8U3C5/1tuePoQa9Wrqh8KPMrq02LRRRVmRx3jbcJLNsnaA/H5VyJ2+eVc7SOg9a7jxdDLPaWwhj3sGJPIHGPeuOk0u8k4aHP1Yf4130JLkVzlqp8xF5jwlcDeh6q39KTzLa5GN21yej1ONP1FV2iHIXsWX/GkbR7l1VXtmX3V1/wAa25o9zLlfYq3Fq8bEquR2Ix6VVcEk7+OPStMaZqUDBI0yp6KXBH6mm3GnXk0WDAA/TIYf41SnHuJxfYzt7biBhgQOnrQZcoA2CvX5h7Va/si93ZFuen99f8arz6RqDoV8g8Y/jX/GnzR7i5ZdhwWOSykwmd2eCM44qTRbcvpjKwYlGkC5OCOOooi03UkiAjBQnsSpHT61d0ewu41uQYdoLHOGGATnoM/SolJdyoxfY5ExytruqvEMlbuQHjsEhH9a29jqepHAPSnWOkX8XifUSbb91JMXB3r3WPtn2Nad/ptyspZITkj+8OP1ohNJJXHOLbuUWkIhbD5weMdqQeaETD5J68U8aXqAiIaI7Oo+Zc9frUyafeqm7ymJHbcv+NXzR7kcsuwxFdnHyjGMcipAxyqlQRj+E1PHaXPkgeQ2M8neM/zq1HpfmbVELqR1G4Y/nUOUe5SizMleNIwMH881QmWMgEg5wTzXSNoe8AFGAHQZH+NRvoCsOYjx7j/GkpxXUfLI50QqcFVAUDqBUonMMRQSEH+8TWz/AMIu5P7oHJ7MRgfrVc+E7uSTcxUj/eoc4vqHLLsZawi4wnnkk8t9PSrNtpcM+ox2l6hWznYNHcoRvglAx+KkY/KtFfC08H8Z+gIq1ZaDdy6jb28mFiL7y24E4HJrKo4Si02aU+aMk0dtpWnDTNOitPNMgjz85GCec1oUgGAAO1LXAdTbbuxaKKKACiiigAooooAKKKKAP//Z",
"path": "003305.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003306
|
Men Tshirts
|
{
"bytes": "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",
"path": "003306.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003307
|
Men Tshirts
|
{
"bytes": "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",
"path": "003307.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003308
|
Men Tshirts
|
{
"bytes": "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",
"path": "003308.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003309
|
Men Tshirts
|
{
"bytes": "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",
"path": "003309.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003310
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAJqAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDzQqHjf1BG1h7Cs/R32R3GDu+Y7vetF8JADvj6E43iqOgbGlus4GW+UE0xnoniUMfA3g6VfvLDNg+nzD/GuMK88kHnBQdK7DW9zfD/AMJOOgS5UHPX5xxXJgLz8wyDjGRQBEwOEG7lcc+/+RVouNio2ThWIHrzUDmNf9Y20ZzkMKsMEEfyyJiUnJLDn3P0oAxb5ANYsYy4AJBIHPBNeifDoMfG1sCpG6G4znudted6iw/tmxwVb5ApPpXo3w7lCeObBGdHJSbnd0+TpQBx8qD93tH3t24dNoFPcPDF+7wUVf51LcgSKuSowzLjPXmogwbCrLGu3C8sOQelAD0jtljMW/aHHyE9x61meIoSthE55ZQA1aRhRvOVXXdGdyncOBWbr827TVG5ZGY9mHQUAXouLbHZVyT712XxBwNYtJs8mytuP+A1xyy+XaNtaMkxjjIyScV2PxBU/wBuacQyox0+DaSeCAvIoA5GQOzt9SR9KkEeVlfgBsBc9Qo60Mm+25ZAAeTuFLJhl+QBAF+U5oAZgBSCMgHd/wDX/SsjTSR4hus8/KRWznbApx93nr3rI0yBk8R3DSbQNu9gDnmgD0PwQqI2u7yNv9mTYA/hFcuudsBkwJnUK/Gdrdh75rqvAiG41PV4ywA/sqbrXMPuAg6YwoVSehzyfrigCBsqwTB3SNjYT3qZYmWVmOARlRiiWLYysgztOQfU0Qp5CqGYsVdg2epoAq6k7Jo94Y2K7o1EhXj8Ki0gF9Ht5e6k8eq9KdqoJ064kB3qOpHTHrTtCiZ9Kt1LKo8rKsT1JOOKAO811mXw94WkRxHN9kdBI/O35jmuQ1AozM4Rwvy7Q/XHOP8AH8a6vWyJPCvhjKt9oaKRd68AAOcmuOjHmlgrEM1ufkK9XDcfmMmgCQMSgL/vA3AB/h9xSI2Wk8sKAwJy3r6VTL7nw7MFVeBjrQZ2CBkBJ6kDsaAKrCOTxNH9/mDc4J/i712ngKZm1vWUwABpdwBj6CuE3GPXlkGSGh7Cuw+Hyz/29qjMOW0m4/kKAInGYsqDyB0OO/SmPnzXkDFQ67W28beaTeJFKPwEGF+venIHYJJJ91mKv7CgBNF2/YdadgD/AKcoAPqUNOu/3enXD9SUYsPU7cCjSreY2usYjOP7RQg/3vkPT1pb5M6ZcFx/yyYj8qAM3woS2iW6sflZ259K77XFH/CP6D8wGLJuvs9cL4OQz6NEijARya7/AF2DzfDXh9PW2k/9DoA5XaqyebzwMsAeWqOVdsrSAY47+tTxJI+9V+Y8UkaAuyHn5fwoAZkmHOzEsgCEH+HBycVga0Ma/paL9xSxH49a6NA+1OeQoJ9gOBXO6upk8RaOo4zxzQB6F4I/ea1L23Wcw/8AHa50rgDH3tmAa6XwWDB4gEOchraYE/8AADWAYnLRtj5DwaAIIwQoUfdHBOO9OHDA+nNOw6qJNmVpzxMmzIPzKcn+7QBBcDyrN3XkBHZf++ayPCq58PxH0dm/nWzMjS27KOVWJ+fWs3wrEV8PxjHzHdj9aAO28UL8miPkAfYo85/GueuMpLtBBVnwGI4FdH4qt5H0zQScgCyQkepDViToXMaeuHI/pQBTuIHCs8Q3uvODwMd6HKS20J58wtnYwwVINTEGeIkBlDjgH+970bH3RsUGQMtjtQBg3uP+E6tzj79v81dx4cULpHiNF4H2LP0+cVwt2c+OrccD9xXoHhpS1l4gVQCW07HP+8KAObnibygULuGGE3dWPpUbnNsvzEcBnDdRj2qxIN0wXo2MEdhSPG0bFyN2R1+nSgCtMu+JWyBzjn0zUOoZitbyYjL+WQF7dKsqhM3myjJQbhz1NVdTJbTLl2PS1O4+5PSgCjoH/Iu2w6grtP8A31Xc+MwB4glPrBD/AOgCuK8Mxeb4ftsjIGciu38cB/8AhIhsBI8iIkAf7IoA5KWPMbhkGGYMTULDF4ZmBcfdbH8NXSEM05BJJwWP8uKjVCrnIwwP50AQTRu7GTI2kcAdqxdTwdS0rJxlmPH0rdY+Uzf3AMkHpWPrC+Td6PCeMTZVf9mgDtPDwkbwd4j3cYSE8/79cxKTu3n7o6iuu0aPy/DXipV4Aih/9Crl3icNnHB7e1AGjJ411BApez0cgH5gdOUf1qrpnxD1S5WRk0zQowG25/s9eaw5OIt/VWO3/wCvVLQ9rm8RD+7eT5TQB6vqXiq9t/Avh65jt9O82drgsrWgZBhgPlXPHWudTxrrJ35tdFX5uP8AiXL/AI1d1MKfht4WJAP724UZ7HIrjGyEEZORnGPSgDpB431k7f8ARNFOfvY05flqQ+NtWG0iDRyh6ldNXj9a50OAsgPHb8KVQVBkAyMgAjt7UAac/wARdZi1GCAWeiS7tvzfYFBGfxrsPA/ijVdU8badbzx6b5L+ZzFZKj/dzwc+1eQzgf2/ZZOAAK9B+HjZ8eaaASNrScD/AHTQAyfxnq8UruLfRtm52I+wAsoU9/emf8JtrKx+Z5OhrjqP7NXj071kX7AXU+VztlZf/HjUMSmUxKxysvyhx0THrQBut4113zWV7fRV+XODpo5/WqOo+P8AWLaDfJYeH5Pb+z1H9aoAkhZGLujEbj1zg4zWXrkDnSy8ow275fr6fyoA7KLxpq09gbhtP8PgMCNjWAz0rqPG3iW7sW08R2ejz7rCGXbPabzuOeF9BXm8OVs1PdI/lPviuy8dnfqGhxnodLiB9+vFAGfJ4t1NSsMmjeHieuDZY4/OkPi++UFTonhxsKeRat+XWseZMFN/3+EI9ff9KapYwMAcFTg/71AGu3jC6C7D4d8OsVw237Oec/jVaPxmrak8B8IeHROF5fymBPtwapRqIyj9PmwR2z2FYVjl/E0wc/Mc0Aeu+Ddca51S6MugaRbMtlMzSW+/5sL0bPaubTxGs7K7+ENCZwc43ScjHWtDwNuPiG5TGW+xXKsOx+Tg1y8u4PsJ/eeXhscZB7fhQBr/APCS2zSbW8GaI5Y7yRM4xSt4isx5kz+CdK4POLqQVjFAu7b1zsx7VC21YXhDsoYHjNAGvc+ItKaCRp/BFg0QQ71S8ft7VFZ+J/D7WsTJ4HtPL2/L/pr9/wD9dc5qUyrpLKf9YoOT9aqWEnl6bbIB/B1+tAHqGr61pcXg7w7I/hqG4VxOYbc3bJ5KhuRkda5YeIdBO5m8F2vB3cXzjnPWpdfmDfD/AMLuo43XQ+vzCuLdyq+WOnf3oA6v/hI/Dw/5kq2/8GD0v/CSeH8NjwVajvzfvXGk5pQ+VIoA6uPxH4Ye68r/AIQiBpQOv25xit/RvGHh7S7szJ4cS2Q28kLiK8ZzIrfw8ivPrcLEk8+MO+FU1AWLHk5oA7keK/DiggeEYRkHO2/bB/SnDxZ4cIJPhKPPr/aDc/XiuCNXtN0q81VpPssassWPMZn2hc0DsdDpfi0x74dYgfUbVW3Q24uPLEQ7fNjn/wCtWr/wmPhZ1kU+DpMSDacah/8AWrnovB2qyuEU2mScc3C1jyReRO8RdWKHGVOQfpSEdxbeJfCVpbrHB4NmQKTjGof/AFq1rv4j+G3s9NtT4fuT9nJTa9ztC7j/AHu/NeYHpVe4UPGwPcYpgesjWdKMzRr4PmJVivGojt+FJ/bOlISx8HSksctnUen6Vz+g3323SYZXbc8aeVIf9pauOSWYgbmK4x2JoA1Drejl8DwfIxkUHI1PsPwrOvte8NQ63ax3HgyY3S4SHGo57fSmg5nXADBY2LDuD6Cua1Nd3i+w5xhN1AHq/hLVNOu9fg8nw0bR/LlHmNeb8fLyuMfrWLLq2nxsyDwfGeSfm1Jh/Srng7bJ4lt5lOC8UgAz1+Q81hyn5scnLEY9/X6UAW11eyIdR4NgH+9qDHP6Uv8AbNsuQvg2zAAGSb9jWcWzOuVGxssxP8PtUkTbkZ8cZxgdfrQBYbW7ZLWeV/CFjsRTvP29uBUWj+JNMudPR7TwVp8cGCF8y9cdqp6mmNNu0B+Q2rtt7A+tZ3hIlvDUAJ/vCgD0fWtVRdI0WVvDtlNvtdwWW4ZRGM/dUjrWG+ueVN8vhHSOAPvXj1o+IAf7H8PsBn/Q24/4FXOyr+7d5DgIoOfXmgC6viBWH/In6OCSCQbh+OtK3iEBnH/CH6Qe3/HzIaz0XdKVJ+bGce9KARITuIAG3I7Z70CGv4rsz4gS2PgnRzeNEJA4mbG3GcZrrvDOsxXkOtH/AIRzTIPLsWJSKZmEvzfdbPbmvMJTj4gJt2sGgwpHfivQ/DIaCHWVz8psHI/OgDOGuje//FJ6GpC7yTPISwph8SSSIQPCeg5HUCWTgHvVQp7/ADevtUWFDSNjLKV2/gKALx18gZ/4RLQuGx/rJKiu/EvlWs7S+DtDeJE3Ohmc7h9KqKFAwOQMHI7mqeqD/iV3jOnLQFeOM/SgDS0vxXa3FpCLbwVokUcynaplYYrqvFurxQavGD4e0y6K28Z8yaV1OCvT8K858Pof7AtGX70ZBz9TzXceNlZtYt1TgtZxnHrhelAzKPiKInnwfo+5kzjz3zgUN4hgCkv4P0UbeObh81lyneS6qVKDlweR7UjmMMiYCseWI70Aaf8AwkNr5p/4pDRBsXdu+0P/AIVTvfE+kpqVulx4J0h7iU5jfz3wv1OKrSER3SAZKyIVyT3NYWsJ5WtaSPvBNyD8Pfv1oA9P0TWra50PX5f+EYs4Yo7dN8aTOVl+buawB4gsZFZl8JaQQozn7RJzV7w9x4e8UfxH7KhH+181c255MafJtAwR70AYLrhZBkcgnNZ3hxfmmizhkfefpWhKTHCWU4OzAH90VQ0KMJJf47MqfhmgD0XUlUfCrQMjO25uAPz61xrKcP3JbH/1/wBa7C+/efDHRQDjbqFwoHtiuQDGTbsTO59qgDqBQAjDcyR9sZNKxVFaXcWTAGFPLYPX9aXynTJZSvOQx4xQ7bphLgBlbcwHr0NAGXeIF8RWiAEHOOf0rvvABCeONJD8O0rhh/wE4H864a/RD4ltXQ/KwDZ9xXceB/m8caRsIYfaS2M8j5TQBh34H9oXXzdJpAfQfNwarxp5aSRru8sqH+fqf9qrepKv9sXyuMx+cxYDj+I9Py/WqrnJMgDBd4Iz1+hoARANjDA3yMG5HAUVmeJI9lpCN6nLA/KeNw71sFMzEoC6KCdy+vbFYviIKbGAKMBZduPc84/WgDVt4v8AQl3kLwMYHWuw8bqJZ/Dn3lP9mxkH8TXJJFnTEdlPzIdh7AYrrPGp/d6B/s6XEQO/LYzQByzyyNIN/wAyo27Poe1RoQXTdgFs/JjjOelPfI3RoQQfTkH+9UkkcZdQPm2ndhuRu9aAGzplB8xV2Yuo/AZrG09d3iu5I/hjPl/h/wDrrdUu9150bZdeAP7w7nNc9pHza5ezDhtvDe5oA9K8AzBvFGJM5lsp2zjgDYa5eA72a4JwGHlr9BXTfD6QN4pQSE5a0nG3HbYa5K4crb26htu5WOwdQc0ARGYJHGhyH9ffvVeaV41DuAZV6gGlm+/sZuUO4Dufeq9zJywHOMHPfFAEWtlTbyxx8hY9/wCFULJv9Dj9hilv3fyJEc4DZIPtVe2bbbxr2xQB2OsHHwy8Juevn3YP/fQrkHfcxPqa6vWGB+Fnhkg523l2v6rXIZzQAuafDG0kgAqKta1g+ywGWQ/O4+UY6CgCK5+ULEOifzqtipnOSc9ahJxTATNW7S/S2tHtZo5Gt2l81hE+1icYH4VVzUtpAs91GhUsCckDuPT8eKTQG5EkGnxpfQpLFIkWUWSXefMf7v5Lk/lWQFwuOvvWnr7hNT+xq4byBmUjp5p+9+QwPwrPHNIZHio3XNS4pppiL/hvUDYahJbNjZd4CE/wuOn512HCySAjcvXGfavOpYvMUjOPQ+hrr9C1RdTsBHPxc24XcD1cdNwpgazq7PG6HHTr/U/nWFeYfxjp2xFVGjZgPwrbllCBNyhoG+Vj7djWHqQ8vxnpMP3m8jbu/vH1/SgD0DwaGXXbRODtWQc/7hrHnjKjzFIJjffj2/wrX8IsW8WWijKxjeC3qdvQVQ1KNRdThDhujY6feoApKucAkZb5z7n0pbcGWM7Dkfez6ilYZlUoMtHuDIf4qdAvkQjyRlV/l3oApaod2mXnYrbsM9vcVn+Ew0Ph21dWyPmyvrmtDVQP7A1LB48ssTj8qr+FB/xT9v8AXdQB2+u86BoGMfNalf8Ax6uecZUj3zXQ6xzouhe1u3/oVc/vPnBDzu+UH37UCISmCzE/NuwaG3IjOBllHI9akuB5UbS9cKOD3/xp8ajy1JO1sZJ96AOXmiD+PbNozybTcQfXFd/4ZzMNW67v7Pfd9a4MDHxAgccp9mYg+vWu+8JSL9n1JhzvsJTn6dqAOfYF3HHHr6UzO5ti9cEqtWZBkHH3uCv4VGw3sHReCccdR3NAEErgWxcdFHSqWqgvpMwLbdyZc46DH3qvBxIkhOCOrYGO+Kp6mWi0fUIm5QQlVB647CgCv4eG3QrVCcFYu/Heu38XpjUbaQEbvskeAP8Ad6ZridAbOiWe3kqhBHpxnNdt4tEn9oWJ3ZQWMQP+9t4oGcuRmMHGDu2sPxqNxh/mPKnJJ6CrT8sgPOePqe1QSjcPnyjk7Tke/WgCJh+8Ht0+tYOrKBq2jxk87mrpNoVjvX93/C4HJrn9WXPiHRwOmS4PrQB3nhsZ0fxHGQQWsxt+m6ubjAd5Qw5GRXU+GEH9m+ICcECyHbkAN2rl9uxi3XLZdweooA5+UFLV84yVK4HRcelZ3h7Lx3Rzyz5c+tdzN4IvpN6DVtDCE5XN+mRVXSfh7fWMMytrGhvufORfpSA1LpB/wq3TW7jUpv5VybswdVjGGPKBTjBr0qTwzcDwDZWj3+lhodSkYv8Aal8t1I6Bumfaub/4Qq+L7zquijByv+npxQBzSl0dfM+bauPzpWRpGHyEB5N2ffrn9K6U+D7oR86vopwScG+SnJ4Mv0KbdW0Qqq7WxfpwT94UAcFKM65aSJ9woWQ/Su48GEx+MtMjQ8G7Dhj15HP41VPw7vxq6XA1bQlgjXYEGoL8v0rpvCnhW6sPE2k3Et/pEvl3QLJHeq7nj+Fe9AHIaqWGq3wO1sXEyYH8Pzdv61RyARuONpAYepxk/nmu01jwhdy61dOmoaOu64dirXqqRlicEHoaor4NvElL/wBpaKf4sf2gnWgDnSw85Uh+V2YMgPp/drI8SrD9ltRCpVfOYOCeMj/PWu+bwdqE7wsdR0UKvUpqKAg+tZurfD7UrspHbaho2I3D7DfpnPrQBm26gRBTkngBs8KMHpXUeL1aS08NsgzI+mxgR+o3HOfaoovBOqfIBd6SiIrb3W/jJ3V0PiHw1fXFroc8U1lvgsRE2+5VcsD2z1HvQB507+XiHaMI27j3pUHzg/wld2a6OTwdqz26bZNNMuM8X0dJ/wAIXrJ+4lj+F6h/rQBzoI+1CMHPBGe2awdIHl6vfFf4cD8e/wDKu4HgfxCLds21qz7yQBex9c49e4rJsPhx4qgurtxp6yCT/nndRnH60Ab/AIAlZvGkY4Akt5yw/wCAGuOnlUXg3nd5Q2t7ck13nhHwrrul+LdPurvTnghKzQ7t6tyUIA4Ncxe+B/Fj3ErjRLgmQ7nwy4PJ96AMG5uUlX5eq/dJ9Kos/wAxVj8vp71vyeB/FgjP/Eguz9Mf41WPgnxZ/wBC9e/go/xoA5y+ffB+lRwH92nsK6C48D+LJY9q+Hr4n/cFNTwL4riVQfD98eOojoAv6l83wt8PD/qJXa/mFrlVJz0rsdYtLiy+H+j6ZeRNBfQ6nOz28nDqrKCDt9Kw4LVLZ98uGdf4ew+tADbO0WLFzcDJ/hB7/wD1qe8hkYs1K7mRizVBISooAhkPzGmGlY5NdBo/gPxFrtzDGlhPa282fLuLiMqrYGcD1NMDmyas6dqR0zUYrxYYpmiyVSXpuxwfwrbfwD4iVSzaPqJOP+eOKZD4I8QrH/yL2oA55BgNDAwkuTLMzyPud2LMfUk1bDA9Oavv4K8RoRjQdR/78Go28KeJ1QlNB1NXxxmA0gKlMNasPhTxSsEfmaBqJZv+mJqpfaXqWnqHvdPurZM7S0sZUBvSgCoRSRSyWs6XEDFJU5UinYppFMZ2Wm6vBq8HK7J1H7yM+nqKzZ9p8aabDuZkihJTPbrXObSrK6MUlU5Rx1Bq9Zamf+Egs7vUGEQjyvmgZHtmgR6r4QR28TWIyGiaVnwePm2nmqt2VMzlB0Zl/WtnwXpl8mt2Fz9mlNozs+9BlMEevpVa50DV2vT/AMS26OWbpET3NAjFHMpbGAq9fr0pqR5idc/fG0Ef0rXfw3rAhkaPTbpXdsL+77AcVINA1Yxwqul3YJXcV8v7ppAczrAUaRenADNaksB35qt4YQnwzanv5YAH510F/wCGNdl02+QaVcSCSIqibOc0eHPCmu2nh+0t7jTLmOSNcFCucUxmrqZQ6B4f8z5XaB1x2+9XPyRqLnZcJlG5x9K7TUPD2p3Gg6LGLGV5okkWVRjKktxmsi48Lay5Vl024J+8emTQBgbHDpDK2YoyST6+lPlJWQ4+93Fbx8L626yf8SuU7k6EgEfr1qNPCmtiFEGnTF3UoxyPl469aBHBTwoPHkMqNhnsy2P7pr0HwkMfbUwNn2CTgD2rnZfAvif/AIS9bxdHn+yxQLGGyvP613/h3QNVs724a5s2iD2kkalmHJxQBwsw2TRMTwrH8ttMdSib1wxZTnB6e9dA/hXWpWUNpsoAXGdy8frUQ8J6584NhKh3DADrwPz70AYBVRsC/cbnFZ2v5XQr5sZxB8w9K65vCmutwNMbbnu69Pzqpq3gvxFd6PfWkemnzJYtqjzF5/WgDmtAQtoFnxj90en0rtfFpKTWz4yfsEIx/wABrO0nwRr1tpVvbT6dIrxx84deTj610/iTw/q91LZyW9g8gS0jV8MvysB060DOEI+bd6Px/s8Dn6g5pjIX+fHBJz/jW/L4Q1ry44U0uVEbCyAuvT8+9KfCfiFdijTpVX1Ei/40Ac2cBPvnCgbgP4VrE1ZHGq6GMg/vW2evTn8K7xPCHiBiY20mRgw3Eh1/xrI1TwF4nl1bSZoNGlMUDMZMuuVz+NAG14a+Wz1/vts//Zq5puHClPm25U5rv9C8Nataw6uLjTnRp7RljQuvztnoOawB4Q14pDG+lS8E8Fl/DvQJHnktrauHcW0QKKSML3rM0K3t7izdzbxPLvbBK+laWXFnNsxhs5OccVT8O/PZsp2qFkLE0hnevBbr8MbVfs8XkjVZdoK8bthxXHSWtsH+S2hXKnHyZA7/ANa7OUhfhVC3JYao3ygd9hrk5h5Myg/L84Cn60AQvZWAhIjtIt2MnKDDGnCytWCKLaEKdoUbBgk9c1MR5c7oSDj5gR6GkRWlc2xOA3INAGBJBC3iPyZLdNmCGiUfLn1Fdv4Os7eHxrpDRWsSOtzHtYAZ4649K44n/ipwo/hXbXaeFi48VaL23XkdAFDxPaWUevaw7WkZkW8kZm28HLc/Ss6XS7NNg8iE8A5ArofFAC6/q0YUZlupBk9vmNYZZRGFw3mAbWz04oAg/s2wfYotIh5h647Vl6tZ28ENvD9nRP8ASC5kTurdB9K2pFaVVVPvZAH86x9ckDfZ3XlSy4P05oA0Rp1iVw9rGWI7Do1db43gtpdF8KpLGMLpRw3od2MVyvmoQSx27xn9K6XxbMzeHPCjjO9tOY/iHoA5B7CxVBKkSYYfMCxBGKh+x2LCM+Rtdm+YByBT0ljUZdQzHrmq7y7wXThR0HpQA5rK1QyoRJuHGPMNZdou6afLyAA4ADmrTzMZA/fvVG0m/fTHb1PrQB3Hw1ITx9p8e6Vgwm+/IT/Aa5a5uHe4kInuMh2BImb+8a6L4cSf8XC0rjvL/wCgGs3SvC+teIrieOw0+V1Z2DTsNqL8x70AZH2m8X7t9dKPQTN/jWlpOm+I9bkZNK/tK62/eMc7AD8c4r1Xw/8ABrTrQxza9N9tlXnyUO2MfU969HtLK2skSG1gjghX7sca7QKAPLPC3wo1zetz4l1a8hj/AIbO3umZmH+02eBXS/EvSWj8ErJYTSWv2GVXDxyMrBD8p5r0FOYxwOBjiqOracNV0i909hkXMLRj/exxQB8xu58xpGZ5Jm+9JKxd2+pNQk5OTT5UeGRoZV2yRkoynqCvBq5pGj3+u3Jg0+2aUjG5zwi/VqYGcWxUKxvcONmMN0YnA969Fm+EeoC13Rahb3M+3mBgYwp9vWsa98IeIbCdzPpNwUUABol3Lj2oA4+1ti2pyJ50iyRYZGT5ea9G+H97fN40gifVL+5VreYgSTsw3bDzgmuCaOey1qSSe2miTYFzJGy8/lXV/DidJPHFkFZdxim4zz/q2pAZbX+qi+CtrGpFCGH/AB9vweo70G71QqM65q3zcsv22T8utZouFy2W7nrUqTpICxKBsZJ/velAFt7zVNuP7c1dTtyR9sf/ABqjd6jrNvbysmt6r+6GWIu3/DvVtHBbcOeNpPrVfUtg0idlU/d2kL9eD+HP50AVode15reNv7f1QZAOPtb/AONdTqN/ey/CrTGlv7tzNqM6ylpiS4CjrmuVtoYzY25LKG2g5zXS3kLSfCfSzHG7ldWn+VVJP3aAOUUbBhSSvqadV610DWblMwaVdMmfveWQK3YPAGruAbny7dT1Bbc1AHLCmsodSrDIPauk1Lwje2CM0IM4UZKgfNiudPDFSCGHUEYpgek/BG3un8S3kguJmtba2+WEsSisxxnGfavQvEvggaq815p+sahZ3LfeiF3IsUh/P5TWR8GNNNr4QudQdMPfTkqSMfKvAr0EjLxp2J3H8KQjx278J61pyrLfyawlsCN8qX0jAe/Ws46cQrOmqaoQO5vJMfTOa99d/kKkAg9Qa5zVPCWm6ipaNfsspOcxD5W+ooGeManE9lpV9MmoasJY4dy/6c/f1yaPDUM2o6HDdTanqj3DZy321+3Tj0xXT+M/DGo6fot9st3uIfKOZIlzkduKwPC5ZdBsw6DzGT5j344waAOuv7dJ/CPh5Zri8wqSDIuWUt83cjrXLz6Tb+eXS51EQ8p815ITnjB611esbk8JaLsOHUSAf99ViOcDOOMbSnbmmBlPo0CReZ51+BlRu+1vxnr3pX0m0Kpse9b5en2qTj9a0UJCmHt29qiDeW2CMs/3qBHOtZovi6308XWorbGyMxX7S5+Yd+td54KsIYr+UrLcMZbOVB5k7Nu4znk9feuIZCnxIlAYlfsq7P8AZHtXfeEFxrMh7fZpVP5f1oA5VtFsyBn7U3bm6fj9ai/sawiugzxXDQ7djD7Q/wAp9etbBBAZv4TkH2qGULuRV7KrH8aAMmbR7FYydkx/7eH/AMao6tpVnZaJqFxC9wsscW6Mi4b5ffrXQBjJC7ZDBmOz/arM10bNAupOo8l8/wDAh0oAo6TpttcaFbXE8ty8ssIZm+0v1/Ouz8WWEE9xpv2gP5i2EQwJWH0HB5rmfDwMehWPOFWDGOuck/412nildtzpK9dtpF/6DQM4w6NZncCtwCuVwZ3+8PxpkmkWh2gG4XKdrh+v51pFgk6bjjGfzOaZKdseUG4hsem3nBoAoDSbV9w/0kOnykfapOcjr1rJvUittY0q1SW8TfvWUi5f5gBx3rpXiVHG0DYvG8dWrA1hG/4SbRSFJVldTj1oA7bwpaxxWuvYecg2DHc07sevua5qaxtN4Z0mZtvzD7Q+c+g59667w0F+z6xhsp/Z7DHr81c5PwH4z07Z5oEcrP8AJpzr12Jg+4xzWboIIsGAI3OzHkenatO/UfZJABjKms7QDusNh5Pmkr9aQz0BXjf4TNu+/wD2sQw9Moa5STbK7OSjgHAz6114Qr8K5eQSuscj/gDda5FwJJJcFflwcj+JaAGDhuenPNPjcxSKdoYDJLHrjtSZ5dwMIvTNRyM/yYGSQN49v71AGSjE+LDg43cV1/hchfFuindgLephe5GetcZG6r4qLA5X1rrfDMjjxhopXAD3SAjGf4uDQBa8UsqeKtRPTy7qZW9vmOKwDLjiVBu7A1p+LZlj8V63jtfS4J9c9a58zY9mP60ATmRmEm0c56e/+cVj6w4f7EB0LkkDpVwylXY+pyxrK1FyZrcHnD0Aa5kaRXx8m1gMH6V1HiuR38L+Djuxu06TofR64kSFZuO9dV4rc/8ACI+DHHH+gTDH/bQ0Acu0hPzHqTmokfJb0zTBvdgqq7uxwqoMk13nh34TazrAS41LGm23UFhumP0Xt+NAHCFv3wHpXQ+Gfhr4k1xvNSzNpbMcie5+X8l6mvdPD3gLw/4dUNZ2CvcfxXM/zyN+J6fhXUYwo5JPqTQBwnhL4YaX4aulv5JpbzUEHySv8qLnrha7hIkiRUiRY41GFRRgCninYoAiIzSlcLkU/bzTwnFADYjnd69QKcDg59KQjy2D9MU5xhuOh5oA8s1v4a2reMrzUL2ZmsbhxPDbRHb1Hzbj6Zrp7K2hs4FgtoY4Yl6JGu1a1/EMDS6atygLPbt8yjnKnrWLBcgfKWBY9M8E/hQBqx81aiJXp3qlC42gnirsbqwBFCAkZEljbfHG/HO9A2aZHpOnJOtwlhaxzDOHSFVI/HFTrgj196kHTFAGHP4J8MXEpaXQ7LOMlkTbVY/DvwoxP/EniH0Zh/WumWnUAcv/AMK78Kp00mP8Xb/Gp18FeGVTZ/YlmQeu5S39a6I03FAGPF4b0S2x5GkWUYHQCEVbW2gih8uO3ijXOcIgAz61aIpjjAoApui9xn61QktFLZrScepA+tQuo7EGgDAubDccBfxrktc8IWt6rfugk54VwP516HK6xrk1T02Jb7V1DKdkPzuD+lAHRaHpsWjaDZabCBtt4ghIH3m7n86uRD9+zj+HgVKQAuSMhR0qMDZbqO7fMfxoASV/4cUxZMUrHOD36UzH50gJ1kzn2OKyNR8NaVqYJe3WGU/8tIflOa0FYjPuaeHxTA5XW/Dd2NGs7a1P2j7MzscAKTn2riSHWVreSN4m+VirjBXnp+lexBsmor3TbPUoyl3Asmf4j98fRqBHj00YDbsEZBLEioNm+GSTOBu5+ldzq/gSZcvpFy0qbcC2mOCOc/K1cdNDPaSG1uLeWOTbkoy4NAHMRuZviRdI3Gy3Ax9P/rV6H4TdG1iUY2kW8pwOmMVwIdP+FjXLBdjiBFLY4PrXofhJD/acqngGKXBHoRTAwmO6QL1zxj1qu28xbh8ybsqasS8yhem35t/piobYvDbhXyXBOG/GgCJQjeUEwHkO7aBjFZniRlOg6ksq5jaJl3Z/i3fJ+HWtV08xGJHKv8xB5C+orM8TM0fhrUUZEyY/SgB2gDOhWEhxjZjB9a7DxKT9q0+MLkiwiYnsOtcfoYx4dtk7rF830rsfEqSSNY+XhZJNPj+cHGOKBnNSqEBYKCjEDnrSkGJ1XIbvx3ofc00W0ZBKts/Hrmnhfl+V9yF22kjB57UARx/IfLZyxPIzXOauSnirQ1znhm/M10co2ITt3Ooz/u+9YGqoW8VaOShOA4z3JwDigSO78MDEWrL2+wOfpzXOhtrFJgGib5gx7Kexro/CkiNLqyq2WXT3LDHRcjn61zc8QuLZ7cuUIQqpYdQOf50DOVveLW6HdVyR9KpeH0DWAb/poa6yTX/Dv2Zm/wCEELRtwf8AiZmmWHiPwwtufsfgCTy3PX+0TSA2os/8KzdAeW1pP1Q1yMUZJYBsAqVHHQ+n0zXoEGr6T/wrm5uG8Knyf7TjX7Cbs/f28OX9K5Z/Eeg7tv8AwgJJU8/8TBv8KAMIkAjcqkr8u3HGPWmgZjfJy23bn8c1tP4l0EMy/wDCAKSOuNQbioT4o8PlQ48AoR1/5CDUAcaXI8QFhn5lwce/Wun8OOY/FWhg87byH/0IUxPFXhRbrP8AwgEbS9eb9q0NN8S6BPrWmw2/gyOxuJLuJYrkXzt5bbuuO9AGf4wcHxdrzHO0X0wOP96ueMnzZxwOmetdz4v8ReG7fxZq8E3gyO5lW6cSS/bXXewP3sDgZrC/4Sbwqf8AmQI//BjJQBzs771xjFUb0/voB6NXWv4l8K/9CDH/AODCSmP4m8JDAbwFGDnp/aElAHPsea9Ot/B9/wCMfCng0WjxxW0NpMtxM/8AB8+Rgdya3/C3gfQtZ06K/vfCSaf5mHgja6kcsOzMDj8q9Lt4I7eMRwoqIvCoowFHoKAOb8LeA9F8MR5trcTXPG65mG5/w9K6kL37+tPVaAKAExxS4pQOaeBQAwLTgKcBQBzQAmKdiiloAaRuUj1pinKlc/MlS1DINh8zt3oAchBUqwyrDBFcre2hs72SFxuA5Q/7NdSP9ZsHQjIqtqdkb2Bdn+ujzs/2v9mgDAi4AwSPxzWhDvPdT7VnISGKkbWXgg9quwtls0AXl3gd/wADUiu/cGoUbJqwpxQA7zGC5wf++adG7yruXkdOlU7u9+zQs+0kr0xUei6nHHpMaXE6LcEuSpz3PH9KANQBx/CfyqOWTy/vfKfcVVs9Tu3li+0S2wjKt5pjB+Y9tvp3qxdypIylDn5cGgCI3P4/RajMrHs35ClPIqPNAEbBi2Tz9TTDke30qRjUTnC5NAFK6f5SK1PDlibe0adx+9mbf/wHtWbFB9u1FLYcrnLn/Z711qqI0AAwBQAx/nIj7MeTRM2ZD/nilU53PTG55oAjPDUU48imEUgCmg8ZpxHWkA+UUAKpqRJMc1GBgUgBxQItB1Yc1WvdPsdTQJeQLJt+43dfoaUGlBoA8u1r4cX+leIrrWrRzeadPHh0/wCWkPOfxq74UUprUaNuG6CXA9Rtr0mJyp61XfR7A3ovxE4mEbLsjbaGyP507geRN86yRNlXZ+Dg7io5IpxVljCMMMo6f7ParN5rmiQ3pWTwp4k+0QsQV3IOenrUD+JdCMhSTwr4hVj6OmaYFPym81GX5iwxjtxVHxKPM8OahJzs8vOCOv8As/ga1k8TaEqLIPC3iBQx2pmWPr6daq6j4g8Nppdzb33hLX4raTmUtOv+P1oAh0DP9k2zI2C0K7T6fLXW+JSY5dLZD85sox/jXN6d4i8Ova2y2fhfxAYoIsIfPXG0+/4V1fiTVtNtxpm/w7qly0lksiiKRV2KP4Tnq1AzlXUBpUBIwA2Bx81OJzIAVAZmGSRwOKmfxJpBZVbwb4gBbhcyIM/rR/b2khjt8I68P4ifOj+nrQBRVTF5oLb9zFt3Tjv/AJ96wtZlEfirQ4mJLZY7scYOAP5V1B1/RQSv/CJa7lRk/v0GKzb3XvCp1ay+1eFNa+0KzCBDdJk5PNAHVeF7fyrzVQv3lsXGPbPFYF0qJOQx2vghT2bP3Tmuq8O6hpssmoTL4e1O2kWxcs01wreYvdRjvXPXOt6VLIGk8I6uwCDk3ceFoA4UiN9NuZncoBGfLX3+lZmgHGmL/vmtC6TOm3DZ+ZU3bfWs7w8VGn72BK7scUgPQ7AkfCjUn4bbqqbSR0+WuPclZt7csRya6yzG34Vauc5zq0TfpXE3MgOWLZUcZ96AI5ZiJ96ZRicNj+IVRllIXI/KpXfMOe4aqcrklhgYPegCnuxqTD0FbGkzf8VFpJX+G8hJ/wC+xWIWB1AsP4lrS0d8a7p3/X1F/wChigDU8dE/8J5rqk523slc+ea6Dx98vxA8QD/p9f8ApXO0AIa9Y+GXw6E3k+INZh4wGtLVxw3/AE0YenoKw/hh4NHijX2nu0Y6ZZkNIOgkfqq/T1r6AWPyyyhdqrwoHYUATQp8uQB6VIFpLUh0qfbQBGB8xpQKfg+lGD6UANApwFGKXFAABQBSigUAJS0UUALikIyMGiigCNAVbymPuh9DTwc/LjDelKUEikH8COoqLLBsOfmHRqAM/VbASu1zAP3n/LRB/MVlxP8AhXUA9u/p2/CqN5piXJMsRCSdx2NAFCKXBwat+YAhYsAqjcT6CsuRZLaUxTKUcevSp45crQB5rqvxN1TUdWsbXRLSGxsr648i01C+iMnnMGCkqoGAMsKs3uueMPCPiDSLbXbmw1Oy1GbycwQiN1OVBxx23A+h6VmeMba71j4maJomiyQWj6daGeNvLykLElvuj2C/nVn4dNb63qt7eeJbie58SaW7Ji8mBWBF/iReAMHOT+NAGt43+Ic2gXd5Y6Lp6zTWQX7ZdzIfKt9/3RgfeJzUat8RrrSItUsNZ0m6EsKzLbNaeXuDDIAyOv5VV+MUkQ8PWthZrF5uq30e4xgfvNq/KxI+91UZr0AG20vS0EsyQ2lnAAXkOAqKvr+FAjnfAvjX/hK7W7hu7b7Jqlk224gGcemRnkcg5BrrDzXnPw4hkv8AWvEnihI2jsdTuWW2BG0uobJb+X616GXoGI3FVpC7v5aAl2+6BU4SadtkKbj3PpWtZWAtvnfDSnv6UAGmWC2UJBXMrcu/qfSrjDd8vrTsHtTWIUY6saAGOecDoKbQev40lACEUhFO60hOR0pAJjinAfKKB0pRQAmKTFLSUAJikxS0oGTQADipGlCxjnvigp8uapyvkhR60AVPE/hz+14I7y1fy7yMHb6SqR91v6GvOHST7UYZAVljYBg3VDjGK9nRc2i1xHjTRBLH/bFtlZlIW6C/xr2b8KYjijGr742HyqcY9DWD4rZz4QuHSQrG20DHUHPQ/lWzIx3hixkGQuM8nPSsjxXEn/CI3PzkNtUcfxMKYFnRRnSLN/m+0pFww5GMdPeuu8RsWXTmYbgmnpwOufauY0cf8SK0XukQ3f73cV0/iIuIdPMQJP2JCCOowetAzBUmW5SYv5kWzDKGztboT9D/ADpv3fu/d7UoCxtcOigSBvkI/iBHT8ck00rliOqD9aAI3Y5iiIJU5G7+9x0asDW12+MtIUg7o7ZjnH9a6aNwZHic/L13nuP8a5bVzt8a6RGM7NjEDORg+lAHofhhjLDfuzMGbT3+X0rBmm3SAFcbAcrnr0wK2vDa4fUTEpKLp8mQOx9KxLkLLIpRgC4G0nj5gOhoA4iURvp10pRjOqll5wAMYb61Q8OHZppXHLtxVy/GbWQdBtDADsQMYrP0I7LUf3cn8KQHe2b7/hXrhT7v9pW9cJKxIY9Bkgg13lhIjfDDxKqcAXtsfzFeeTuqszc9emKAGyNhKqM3ep3bK1Wc5GKAKQ/4/D9K1dJ/5DNh/wBfMX/oYrL6Xz/StHTjjVbL/r4j/wDQhQBufENNvxE18f8AT2T+grnra3lurmK3gQvLKwVFHc10nxHbHxI18Y/5e8f+Oiul+Evhj7Zey69dRfurb93bbujSEcsP93+tAHrngXQE8OaHb2CBcqm6Vh/HIfvGtm4Qh2B707TV+QtT9R+VUft0oAr2Byzir4FZ1gfnb3rSBoATFJin0hoAbikxTsUAUAIKBS0U7AJSig02kA6g0lFACg4prBW6jNFFADSWT5WyyfwkdVoznleV9akB4pjIQdyHB9O1ADGVJVKyIrp23DNVJdIhkb9y5iP1yKuhifvKAfanAj+8DQBwNl4Ev7fx/qfiWa9gmFxGIYogpUquFGTn2XFVta+GlhreujVrm2uY52XbOlvJhJ/97v8Al1r0jGaWgR5p4w8DXHiVNMaC4m06fT23QukO8Z4x8uR02jFMg8AXmoGM+ItX1PWlTkW8gMULH1ZV+9+den5I6UoJPWgDBg0y4jRIYoVt4lXaF4UKOwCjoKux6UgIaWQyH0B4rRxzRigY2JEjGFUAe1SUzoaM8UAOJwKj6mlpDQA0/epB+lBPNH5UAJRikO7OeKMk9aQDscGlFIemKKAD1pP8M0p/pTSc/ligBM0+MZeo881NAMvQBO6gIaxpD/pWP7vzVuuPkNYUoxO7UAbVo2YRVS5RS728ozFKu1/oak02TMZBNO1BflD96APJdb0mXStZazPMcbb4j3K845rl/Fb7PBt4u3DsVDAj7uGr2PxFpaatpYuVXNzaqwwO8Z6ivHfELpb+E9Ut597Fl+Uk9Tu+XNMRo6MCdFs88jyQCAvPXqa6nXebfSn2/ds13sOu3P8AjXMaORFodtgMX8sFgO/y102sOBZaUFwwawUA9uvWmMxJB8uEcctuPpn3qFnCurNxkZ+ZeKliCvFHHMNssZyyE5DYBA571GyfNtRcgDBU9G5zz70ANdgsmW4Vu9cxqIx430dcllMT8/wnntXUiR3iMwAXnaUPO1c4HFczehv+FgaVhflMTFefrQB6D4YOw6ocA7bKTaw4rnnARj0YArs7E1v+Goyqaqo+bNpJlexPesIkmLYxwzHMZx19vyoAxrnwB4qlhdU0d9xzgmVO/brVLTfhx4wtrNopNIYEkj/XJ/jWDf2/2ZH8q7u/lXPM7cH86z9OElxHvkubonOeJ2pAer6X4U11PAviLTTYbbtp7aSNDKvzqvXnOBXIy+AfFTNn+x8Etgn7RH/8VWhpG5Phn4u2yz7fPtespJHzdM9a8/dOTiWYc/8APVqAOob4eeLGbA0tPxuY/wD4qmN8OPFpx/xK4+mP+PqP/GuVCt3mmP8A20b/ABpuG7zTH/to1AHSL8MPGHnl/wCy4+e32qP/AOKqdPAHijT5EvbrTVS3t5EkkZZ0bChh2BrjBJIZigmlUAZ4kNW7PzDfW/7+UjzV4Lkg/MKAPTPG/wAPvEWt/EDUrmzs1Nrdzq6ytKo2rtHJXOa9X0jTINF0m20y2/1NugUYH3j3b8ay9N8PGLx14i1+7Vi80ogtFY/djCrub8Tx+FdJjNAGlYDENJqBzFs7NUtmuIRUGocFRQBUsvlcD2rTU8CsmF8Sn2rVjOVFAElBFKKDQAmKbmnUlADaSnE4pKAEpKWkoAWkzSE0hNADs0ZpmaUGgBwNOpgNKDQAuOKb5S+lPFLQIYEI6GnAGlrmfEvjO28Oz21sttcX93Myl7e1Xc8cZON7D+Q/i7UAdNilFV7O8t7+0iu7WaOa3lXdHJGchhU/agBc0hbBFFRsaAHZzS4zUefp+NTAYoGNXrTiMikzzT8ZFAFST8acMEZ6Uj8k+tIpIHIoAVhnuR9KYpI4JJ+tSGo/85pASE0ZoFJQApOaYz4p1RvQA3PNW7UZaqBPNaVmKALTjKGsKYZLn3refhGPpWK6FYue/NACWEhScDPFa1woaA5rFhISVTW6uJYfqKAMu1lEcxU8qwKkV5X8RPCWpS2Nza6RYXF1GXV4zFHuwpPI+or02dTHKe1ZnjPTb7XPB1wmlXdxbahbjz4DBIVLMo+5+NMDirLw7q8ejwLLpt2J0ADARHrXQ6zpN/JDpASwnKpahX2rnBz0Ned2sGtyWUU03inWyXQP5YfBPqMdjXV+JLbUBpmh+Vr+qQsLQKWikAMrbvvNTAT+xNXMzg6fdED5x+6Oc5xSNomqCRX/ALLuwAcnERNc9Jp2pDc3/CYa04UhT++6ZNMWw1UJJnxZrg2k4Bl4X296AOgj0HVRdIf7OvPmfH+ob7vPNYNx4V1yfxvZXh0a+NvHEwkPktjntUcdpqkiK/8AwlutfNEHwZunPNZN1c63beKYdNXxPq7QtF5kjGfa3+FAHqPh/StQhN6s1jcxE2bqvmREbj2AzWIdE1aa1TOm3u/G0AREbTU3hSG+gutUSbW9VuXFjIymWfp0wR7+9c+9rfid9/iDW9g2BC1ywySucZFAHCai++0kwcnbnPt3rK005sx9av3Y/wBDc/3l/pWXYHFovc7un0pAd5ojA/DXxkBziW0/9CrhJDzXb6ICPhj40P8Aea0OPT5q4ZmyzUAMNNc/IcUZyuaYTnrQBBn/AEs/7ldD4S0G48R+JrKwgyFMgeV+yqvJNc6CFuGZjgBa+h/hV4XbQtBOoXEe29vgGOeqx/wigDvH5YtnJNIoywHvSsaSHmYcUAbcAwoqjqX3xV+IfLWfqJ+cUAZy8XJ9CM1q2z5UZrLIw6N+FX7U9KANAUpoFKcUAMpKVqSgBCM0mKdRQAzFJipMUwigBhphPtUhqFzg0AAPNOB4qPNUdb1RNG0W71Bk8wwpujj7ySdEUe5bA/GgDUBpQa8u8H+JdZtPC8Wp3oudVs1kkjv1GDcWMitzgL9+Lvj7y9uK9IsL+01OyivLG4juLaUbkkjYMDQBbBp1NFOoEZPifVbjQ/DOoapaWZu7i2hLrEO/ufYdfwrzbWxFZ/Ca/wBUs9RNxrV4ltqVxfD5XY71KlfRVPygdsGvQtU8Q2tvq0eih7b7TNbmZxcyqkaITtXd65PGB715fq3hW9sfCWr6VfNaTRWh+36Y1pO2VR3+a3YHnY3btmgDU8MeIL7TPFujaaLZpBr1gt9eW0A+W1mbO6VR/CrYyy9M8ivWRXjOga1ceFtV1LUtXOhXGo3Z33EMN+PtNvCo4ijU/KdoH3QeenpXr9leQajYW97ayCS3uI1lif1UjIoAmpjEAHPank4qGQ8GgBUOaL29tdMsZry9uI4LaFdzySNgAUiHIrwr4veIJbq81PSdQldHtpYksLJMhJVddxuGP8R42hegzQM9K8E/EOw8b3+qW9nE0K2jqYQ/DSxn+LHbkdPcV21eRjTYfBd34BuoEJvpkXT7mGJPmnjdQxbA/uk5r1ygRUk/1hpp5qRx8xqM9aBi5opKxPEXi7QvC0AfVL9I5GGUgX5pH+iikwN3oCeD9KSoLOd7mzguHhaIyxq+xzllyOje4qYnFAC5qFzxmpC1QufloAjzWrZjpWUOSK1bI5FAFm4JFtJj+7WbKv8Ao656quK07r/j2b34qlOM2/4UAZdbVnLuiXmsU1o6ccqaAIb9Ckn1ptjNsmC5xk1cvkDpmsgNtcEdqAOb8YaMLLUTcQrthuiWwOgf0/GqmuADT9ERBjNngD8a768so9a0mS2fIfG5HHVWHSuG1+3lg0/R458iSOBlORznOM0wOZMb/ZTGNgkZ8eYBgPznB96mc7vLWTKY/g64x05ppj82MR4yyP09cf1pso2sxySshywJ6E0wB1VGRm+Zt25h0GMGuauo8ePrVCScWZ3A85zk10krGG4M64cqoSRCOoJrnLpPK+IEI3B4TaFUYdx2H17fhQB3nhhWNxduVIT+zZEBP4YrJkZbhtrZVjFlMj7v+eK2vC4c3V1G6/KLGT5/7w9KxLmIu+9WLooOV74K8bfyoA8ruZQUnVuU5ZM9v8ms2xb/AEYj1NXrs74ZhmqFmMQCkB3OhOT8NPGmfWz/APQq4cnJrtNBbPw18bH/AK8//QzXFP8AKze1ADeBTDTxzQEZ2VUUszMFCgckmgDpfhv4W/4SfxUhuEJsbUCWcH+LB4X8TivpU8AADA9B0Fc34F8LR+FfDcNsyr9sm/e3Ld9552/gMV0ZNADG5qa2TL7qhq5ZLmgDTjHyCsvUD84rUThay785egDPkPyqf9ofzq/bnElZ8xxH/wACH86u23+soA1hStSL0pzUANakxS0UANNJTjSUAVNTvH07TLm9S3e48iMyNGhAZlHJxnjP+FZWleMtB1ryFt78RSzoHihuUMTyKehUNjcPpXQdR6iuA0q206wbX/CmsW0FzY2O6/s4pkDA2r5bauf7j7h+IoA7oggc1UkPzVx/wnlvLjwLHc3c0rxSzyG1WVixjhBwqgnnFdbIcNQA4NWP4l0u+1Wytf7PuUhubS7ju0jlUmOdkbcqPjnbn09BWoGzVLXNOudY0G90+0vDZ3E8e1Zxn5ORnpz7fjQB5v4M1b/hEtc8ZaZewzQIiNqSRSMGYNj5l3Dhs5XB74rpfhzqVhpmiWGiXPnW+rXKtdywzRFWLu24njhRjGM4rnPE2hW2j+ItAiW304yRN9qeWWNbJJY0YDyty7gxyc4IJG33rrfAmpxNd6tplxHDHfm4a8MiI6/aY5Dnf84DEKfl9OBigR2wpaT0paBnH+NR4f0wRX99pNhd6heSJbRNdw71HHVjtYqqjPT2rjvE/ha3/wCFdX1zFq1tcWkM6z2rWany7NSyiVF+Ykpt52HuBxXrOo3cNhp9xezrlLaJpWIXJCqMnFeb6qsd/e6xqw0+4sPD02jML+SdBGLmQsrIVTuwXq3fNAjlNC1W18PwS2nhnQdV1SKMpcXn2u0iZZYmHL8fMmQMqD78V7rZiBLKBbaFYYdgKRqu0KDzgAdK8x0bxnY+F59QS6s5bgavqTT6dc2LJKt0rhQicNlGXpg16n0oAU1FLwvY81Jmo2G6gZj60deFtDHoMVqzs376Sd8FU9EH94+/H1ryfxJoV94l+IGgTXl5K5F6LK5triGNJbYoPNOWj+V1K8hq9qubuDTrCa6uX2QQI0sjnoFAya8Cs/E+p3+ran41hvrfzjJJFa2jyIzwhlEakxZBzjaNwz3oEej3mtR6X421DWr77NqCwtHaRC3kZpbKNtoYbdu0sWOWw24AAdq9Hb2qlpVn9k0q1t3hijKxLviX5lDY+b689zV3GBQBA45qA9asSVWJwaBnGeK9W1pNctNEsbiHT7W4tZbl9Q2+ZLhMb0iXpuwc5OfwxXkXhi2tfHXxMsIre0K6fbE3ErzP5k0yqclpX7sxxx0GcCvUviVeLFNoMNvNbQ6p9qaSCS5l2xIuwq4c8nDBtvSsj4K+GzpSa3ezrH9pa4+ygxtvTYuG+VhwwJI5HpSEerke1MNO9ajJoGBNRPTyajc5oAav3hWtZcCspfvD61rWfSgC1c8wgerVUnH+j1anP7tf96q84zCaAMY9as2EhE2B0qBhhqWF/LkBoA2pF3oRWDOuJDitxH3pn1rMvUHmEgUAFhOUkCnpWH8QLZltoNXJxHbIY5Dj7uT/AF6Voq+1gRWsY7fVLKS0uV3xSJtZT0NMDySRGLptb9yULED7xJHBFREF1yfvN0PrirV7ZXWmTT2cqMzRSMqgd07H8qgEqSXWQpIEXnKTx8p46fWmBEjIg2PhmDblIPUYrlrkOPiHaoeBHBlPbPX9c117wTMzlQgKqAQa5S+jK+Prbdgg22cL1PP+c0Ad94aWZ7+ct/rGspkc/TnNY1w+GVoi3nEBdw65HrXQeFgRqU4UllNvMCpP3Tt6Vgvt81AJn6fN70AcNJrHgMoVPh/XzuHJ+2Lz+lQR6r8PdgC+Hte29v8ATF/wrm7wlYuvGMN9arWzE2oU9QaQHqnh+98KTeEfFs1tpeorpUcFu1zbyXIMjPv+VlbHFcs2r+Anbc3hzXyT/wBRAf4Va8N8fDvxyf8AplaD/wAiVxZ/qaAOpOrfD7/oXNf/APBgP8K7v4caF4V169bW7DRdRthYyrse8uhKjSf7uB04NeSabp1xq2o2+n2qbp7iRUj9ie9fUnh7RYPD+h22l2/KQL8zd3c/eY0AaTVEakaoT1oAK0bNMLms4da1bUYSgCyPu1k3hy5rVrHuj87fWgCjc/6hvwq/B/rBWfMcxtV+35ZD6gUAayfdp7UxPu09qAG0UtFADTSU8jNJigBteWfFnS57+/0yS3vk0tWt57eW+kY7XVsYgwuSS3t716risLxXo39r6LL5LvDqNqrT2U8bbXilVeCPryD6g0AZPw/1WPU/BNkghjt7iyQWs9umQY2XjlTyMjB/Gtlzk15T4J1u/wBN03S7tS1/Drt81teC6OJ0uVHLLJ3TaOFIyK9UJwcUCHKP1GKnTjJ9qrKee9Q6nrFholkbq/nCKTtjjA3SSt/dRRyze1AzC8WQGfxV4YSCSeK+mnljd4JNh+yhd0g/9B561meH9FvLHVdVmsZk/t2xuGt7g3rswvrZj5kRLn5lbb8u4cfLgg10Ohade3eo3HiLV4vJvbiMQW1s3P2WAHO1u3mN1b06dqna2Np42tr9PljvrZrSfH8Ukfzxk/8AAfMH4CgRJB4v01ZRbaqX0e97w32EB/3ZM7GHuDWq2raZHF5smpWiJjO4zqB+ea5f4geJbXSdBuY4fsl5eQ+XLLZyRCcCHd8zMv8ACuM4JrgPiVrem+DNWtItK8J6A8d3arcJLNaBsHP93p2oGei6j40tbtJ7TQLYazKEIlmDbLOIdzLMeNo9BkmvMfD+iSeIrfULE3VxqGiWnyQ315cNBYW+F+dkTOW2n7uTgADOKx9CvvEfxV1+LStR1J4NFh/fXUVsBFDHEP8AZHc9BnOK9M0r+wPE+iTX97NbQ+EtNZoLWwEu2Pah5lmwcsT/AAr+POaQjzB/DNr4M1B9O8RLJAJ3SbTNftAWWF16Er/d9R14zXr2k+Oxb6ZbnxJtjQqBHqtopls7gf3ty52N0yrY6151p2u6bFpiaXrj283g7WLqZdOi87dc6eFbCP6qv8vzFU9F0fWPAnxYsNEgv5vsN5OrBo2xHcRHONy9MigD25PFvh10VxrumBW5GbtB/Wq0vjDTXDJpqXGqTgZ2Wke5B/vSHCge+a4DSvESXHxK1y1v49Hh0mwm8oSyWcanJcKuXx656+tO+KPhvWL61Ett4lmTTnPy2kv7u157b047cGTj/aoA5zx74wuNdnGkC6gu7ydxGllZvvtoGzgFn/5bSc/7q+9Y1h4aGjX9h5TCXVY/O1CL5c744HAAA/2ljlYfhUfgvwVryeNLNJ7CeAxhpIpiu6NmA4IcfKcEqeD2qp4m8SSWXxKfUdKcCPSpkt7VWHBSIBcH1Bwc/WgD6ssruC/sLe8tZFkgnjWSNx/EpGanPSvLPD2vyeH3htrGP7Tp13Ct7/YwkX7ZYCT5sIDxJH/sj5hkV3th4n0TUWaODUYlnU4NvMfKkU+jI2CDQgL8gqjeTpaWs1w6uyxRtIQgySFGeKtXN5awQtNJdW6RqM73lVR+ea4XWfHMV1FJZeF4l1S+wQ1wP+PS14+/LL93gZ4HWgDzvX/GGsjxNY6lo/2exvNZhiSO08kSs8LH928jH5Qx9F6d69p0DR4NA0eLT7dmcKzSSSN1eRjlm44GT2FeU+CrWx1nxnpcVlKL238NWbRm+Iws8zMcbfRAWbb7CvZxQAp6VA5xU7dKrvQMYTTWoam0APX7wrWs+lZKferXtBgCgCzMMxj/AHqhmGYjViX/AFQ/3qrzf6k0AZMg+aoxwRUsg+aoiPmoA07dv3QqG8TK7hRaucYqeQbozQBiHg4q3Zy7HxVe4TDZFMRsYIoAPF1lps+lvqd99q22qfMbZNz7c+ntXmq+L/AX2x5DeaySybcfZOMV7BZTiVGRwGBGCD3rzTxBoyaTrE8SRAI65icjBK+gNO4GMnirwEts8Qv9cIHygmzzWdNrfw7l1yO9N5r/AJ6LtUC16j6VpgYtjMwYCQAbSOQef0rn9RRG8cac+dzTWpzgY2sKYHfeE9f8JX+tzJpk+qm4a2fcJ7XYu3HPPrWJL4t8GFhiTXjIPlVo7H1rofDhD6zGVOYvs8oP/fNYd4rwhn3eYp+YLn7pXOD+dAHil0f9Hb171BaH/RwfepbpwIXz9Kitf9QKQHa+GT/xbjx0PSG0/wDRlcY/9TXY+Gf+Sc+PP+uFr/6NrJ8KeHJvE/iK301VPkb/ADLhx/DGOtAHpXwb8KlIJPEV3HiST93agjov8Tfj0/CvXsYWobK1itLWO3gRUhjUIijsB0qWQ8UARuahPWnk0ygB8Yy9akHCVmw/frTh+5QBMPu1i3f33+tbX8FYt2OXPvQBny8oRWja9U/3RWaxya0rX+D6UAayfdp7U1Puj6U49KAEpRS02gBaQ0tFNgJRilopAfNviHW7Xwn4s1Tw1q+lG80iO9N5atFK0U1uZAG3IwPv3ro9A8crqd1BY6V4jSWaU7YrXVrNvMJxwvmocN06kZqDxn4X/wCFk+LG1TSpEt9NtY/IuNQm/wBXMykk+UOrgc/NwK4+8PgTwzcrDp323WtQjbH2nzzDAjfVPmb8KTA9AvfGN99n1CaTxJpNqlhIsdxHa2rSTbs4+XzCAT+B6Grdv4h8DeG7k6jf66dU1TbxdTEzyY77FA2oPZa5ePSriTxNquhYsrW4gsGu7Z9PtlUzORwC8m5jyevBPNdb4D8MeH9W8LaZrVzpkVzfTRZlluC0h3gkN944HI6UCK7fF8anObbw14d1LUpT91iuxT9euKZdnxLqssR8W+JLHwxbM/mrZ2sqidvq5Py9Oteizw/Z9MuE0y3jimELeRGiALvx8owPfFfNd9rVjqGhjRW0O6n8VXFypub+5k3SM4P3QOuO23pTGe8QaB4fuPBOq6ZoD200NxBIkk0cnmPI5XhpGzkt9a8Z+I839qeBvA+rbiztaPayZPO6PaP57q1/g9pWq6Z8Qp7eOVJbKC3Zb5rd98IcjKqWHyswPp6Gq3j2z+zeBNRse+k+JJEX2jlVnX+dIkk+Edu03gfxuLIE6k1sqRhfvEbJCAPqf6VpeE/hX4b8S+BbW6TV7sXkw3XDRuMROP4GQ8cfnXlfhbxTqPhHVl1DTZQr42yRuMpKv91h+VeqaTq3hPx1qRabwRqKaq6tLK2nSbA/HLZLJQM43xx8O4vC2pafpmn6p/aV9dttFqkeHU8Yzgnrkf5Fd7bTwv428B2Mtz9qvLcytK3TYFiCcZ+8C0bEN3rm7fXV0yW6/wCEY8FXHmnfEjG2eT5D8v7xjuJ+gx9aj8EaN4pn8byaxqmj6mpSzuCsklo6KG8plVV4wOuAKAMPUbnd4Q1+/kXdNqWtqofHVUDu36stZ+geOvEegKttp9872zfKbWZBLGwP8O1ux9K2Nb8MeIIfBPh+0Gi6kzF7i6uEFq/yszKq7uODtX9a5fSmudB16yv7qxl/0SdZTFLGw3BTnHIoA9ZgurNNOdUsdastZQb76Hw1I6wW+cn51Y7A/qB0+tcnoWkaZdxX93o17p135CCaW2162Ksq9NwZTg8kA/hWnf6f460i01GHSobm60LXSZ/MW38xgsnUsMbkbHHT6Vkvp9t4NsL+6adzdXNi1pFFKu15Wc/O/l53JGqjAL4LE9KAOvkit9ZC6l4i0HSY7s7Qb2Oe4hjYABV2zRmRegA7Vu3Sa7qcEDabbyT2lrCIlET2uqx5Xud+JCTn26V5l8PJbjStP1/xDFJKv2a2FpaorYElzMdqDHQ4G5uld/4rhs/CnhSDU9QsxNrC+XELiJmtZJHIO47o9vQZ7UAZd/PqVr/rrPRLaQfxal4fkiH5/MtcF4o17xPcQLbX1/CdPPEcVgyLb/8AfMfH516DonxVd0EEOtpx0s9eTK49EuYhx/wNfxrC1zV0ubjZ4w8OQW4KPKt1aqA9w2G2iORBtPJj7nhD60Aeh/B3QBpXgiO7dQLnUm+0Mf8AY6IPy5/4FXoorzv4Xa9qd7p8mj6xCI7qxjheNsAFoXXK7l7MP616LmgAY4FVnPap2NV5Bz0oGRmig0GgByfeFbFr0FY6feFa1r90UAW5PuAf7VQSfcNTuflH+9UMv3TQBlyD5jUJGDU7j5jUTjigCSBjvq9nK1mRnDCtBT8tAFO5iHNUMYbFas4zWfKuGoAfby+U4NO8SaQNd0YhAPPi+eM9/pVYnFamn3GU2GgDyBwFZ3yySKS27tx14rnrxjL49sYXPzQ2jOuONpPavSvGugNaag95bZWC5+bA6eZ6H2NeZ3LvL8QrRMnK2u1crjkdfrTA77wsTDrBGXZJIZCpH+50rKI+4yOJOcYDZwK2vDCk+IkBBCmCXBB77awidr49F6fTjaKYHil0Mwsfem23+pFdTN8OvGRix/wj10P+Bx//ABVPt/hl418r/kATj6yJ/wDFUgLPhYF/APjlQM5trbj1/e1678M/CB8OeG0lueL+9Aln4+6v8K1h/CzwbqmjW+sLr2neTHdeUqwSEMSFJbdx74r1cEOvFAEJG0VA7ZqWU8moDQAhplKabQBND9+tOL7tZUH361Yvu0ATgZWsi9GN1bC9Ky75eWoAwwcsa1rTov0rGLASkVs2Z+VKANZPuj6U49KavSnHpQAtNp1FACUUY9qSgBaq6lbNe6Xd2aSeU88LxLIP4CykZq1SN0pgfPHxM1DWtJ8L6P4bexextIYRFczQN+5uGUcKrDqpxuwcckeleOYr6f8Aizbpqfhk6REGk1K6lVrOBFLNIyn5voMH7x4Fch4W+GepaNbfar660uxl+95/kC4kj9lZzsX8jUiL9lHc3XiLwV4ltLSaSO4sfst6wQnaAvDN6DrzXReCCPDWiXWnarIlnHFqE32UzyqN8Jb5So64/wAapwQaFcZ36xrOuuuVby5JDH9D5QVAP94ikbX/AA5oqlIdN0eyYHLG6uoUf8l3k/nQB1n/AAlekFisE012R0+zW7yZ/HGKwtW1jQboyzah4Wa4fGWe+igiJ/4E7ZrmdU+J1hLEAuv6ZHtPypbadcTED/gRVa5m/wDHmiTqxk1XWpSRjyoNNtbdT+PzGmB3ln8QiLi603R9H02ygs4lmlfzlmT5mCKEWEYZyzAYz+NbEvhDV9Za8a/uNKhS8ZXuY/7JDPKyj5WbdI3IxXh2ieJvDWk6ldxR6fqSaZf2T2t2WmSSYMWDK6cKAQQOK6GT4q2g2p9u8V3UajAL38EGfwWPP60gPVYfhyq7d+tXMe08fZrG1i/DIjz+taJ8IQGMJPruusMYKjUnjB/BcV4FcfEmzkJ8vTNUl/6+NcnbP4KVrNfx5Zsyn/hGbVwOonvbiXP/AH09AH0TJ4I0R2LyXeqSH/b1WY/+zVnX/h7w/ArYtbiVQc75Ludv/Zq8Cbx3DjCeE/D6j3gdv5tTB44AfcfDOgk+n2Zsf+hUAd34m17R9Hdvs9sjkc+UdRu4mP8AT9ao+H/FjavDq0dudV042eny3QkTVJZ0ymMKUkyCDkVyZ8b2z/63wloDfSBh/wCzUjeMIIre/isNAsLGS9tmtZJImc4jYgnAJx2FAHsFlqLa/oFil9460GZJYUeW0vrWMkNt6HDqeKil8AWd/GscVl4Luh/eglmgb81dq8lt/iDqVvapbtp2jXCIgQGewRzge9PHjwlw0vhjw4/0sAn/AKCaAPUJvBjy6NFotjpsaQR3n2wHS9eRmeXbtU/vVzwBxWB4l8I6q9kq6zqniG2soMuG1C0E8Mbf3jJGxx9dtconjHQzL5kng2yhfIO+zu5oGH0w2K1rTxtoqJJHa33ibS1b5thuI7yIn3VwvGfegDnpPAuoSRmXTLuw1eJV3H7DOGfHr5bbXx+FZcNzqqxtoiSzrHNKqm1k4HmZ44P3WzXTXlpBq2lafp+leItLm+wFzCJkNncMZG3EFn+Vjnphqitv+JJ8S7G61mxu4YUuo5TFcP5shXOA27+MZ5zQB9CeGvDNt4ehmcS3Fze3LK91c3D7nkYDHX0HTit8GoxTxQNAahkNTGoZKAIzQaaetKKAHp94fWta1+6Kyk+8K1LbgCgC1KcKv+9VeZ+SKnn+6n++tVJzh6AK7j5qhcfLVjOTUciYFAFYfeFXIXO2qZ4NTRMcUAWJPmFVJUyKsk8VC4zQBRK4p8TmORTUjpURHOKANuWGDU9Ne2uF3RyLg+3oa8B8S6LfaH8S9L8+P5ZYmVJOgkA7/X2r3rTkkSL5+npVPxRocWu6WF2D7XbnzbZ+6t6fjTA4Lwzg6+E2sy7ZCCTx905rJKebcSZ6tz+OcV0vh/SL2DV45GsbmNDFIpLR4AO2sc6FqAulZNOvMRt8uIjj1/rTA8DlnulTP2y4/wC/jf40sc900Yb7ZcDP/TRv8aZdcRZpbfmBaQHv3wo8Vvq2gvp10iRSaZEiictgSKThSc/xV6IkhjkI7jrXzn4Ob/ij/HK46abG+fpJXR+Bvij9leHSfEMpaEYSG8bkr7P7e9AHtzMH5AqFuKhjnDIrxurIwyGU5B+lTE7yStAETdabUjDFMNAD4fv1qQtkVkodrZrSt2BAoAur0qlfRAgtVtX4pk6eZHigDjZflumrcsuRGaytRh8ucEDrWhpTl4EyelAG4OlOPSmL90VJ2oAKKKWgAph60+mNQAtNf7tFNc/LQBwmuLeaR4qfWo9MudSt5bAW+LUBpYWVmbhSfutuwSO4Feba94pv9R0DVdUmgXTbm1mSKKC/jEskit1wH4GO21cCvcJl+ZhVWe1guFVZ4Y5VAxiRA386BHhN/oT6prGq21/rup3Vpa6Mt/5rTb1RygYKw6bcnGBz0ot/htpT2Mk0lxfJIslghjBThpwm9OR95d2R+Ga9cuPBfhu6V1k0a0AkGH8tdm767cZpi+BdGjZWt3v7dll88GO8kOJMY3/MT83vQB51e/BfTY21VYdYu91nCsqb41YHKscHp3U1On7P0c8SSQ+JWCMoYCSx7H/gdd63ggyLdD/hJNc/0rHnEzod2BgfwelXU8MaomceL9X+jJE3/stAHmx/Z4m/h8SR/jZkf+z0n/DOlwf+Zmj/APAQ/wDxdenjw7r4+54xvgv+3axH+lL/AGB4lHXxpcfhp8NAHmY/ZykPXxOn4WZ/+Lpy/s6Lj5vE7H2Sx/8AtlemDQfEo6+MJj9NPiqZdD148v4svGPtZxCkB5FP8ENNtGPm6lrk/tBpe4n/AMerPn+G/hu0JE1v4xOBnP2OJP0Jr206DrGcnxZqC/7tvEP/AGWq0/hm8kjxN4l1ST8Ih/7JQB4CdJ8DxMyx6f4tupAcbdka/wAlpv2XQ0H+jfD/AF64P/Ta4kH/AKCle9ReHZFH73XtYk+k6p/6CtKfCthLnzbnU5M/3tQm/owoA8Gj0nUpVc2Pw42KTkNciZyP++mA/SqN14c8RTKUm0zTdPU9fmhi/UtmvpKLwj4fb/WaVBMR3nLSf+hE1rWmg6RZ4+zaXZw4G0FIVzj8qAPk6LwHqMr4M9uf+uIkmz/3wprRi+Eviu5lC2mmXDJ3knTyE/NjX1moCLtjUIv91RgU1uKAPm/TPgB4huVD6lf2divO4LmZh+WB+tek6H8M9I0YWDXctxqc9iD9mN0wMcOTuOxOg555zivQpB8pqpJy1ADBQKTtSUDFNQtUtRNQBEetOFBpwoAfGPmFaUHUVQjHFXYeooAs3RxCp9HX+dVJDljVq9OLI/7y/wA6pOcsfrQAg609xlKavWpOq0AZ7rzTozinSD5qaKAJ91Md+KbvqNnLnaoJPtQAjuCcDrVi3tD9+QfQVLBarEFduXHerGaAFWUL1rC8TeNbDw28NnI2/UrnPkwLzgf3m9AKr6/4mTTS1tabZLzGc9VUf1NeLam7z/ECCa4cuLmAy73bqehpgd34VTVpPEss154i1C5DpMRGW2xcqeVX+HHGK559P1hpE2eLdcO8sF2T46f5NdJ4RHkeI0RpGYCN8bu3y9KxZkZZRtUKEdtrJ1Un0NMDxS7/ANSR70tv/qVpt1/qfxp0H+qFIDtPCHPhnxyvrpSf+h1xxOVI9a7HwWN+g+Nk6btG3Z+jiuOOaAO38EfES78NSpZ3xkudLZ+RnLw57p7e1e8adqNtqVjFf2E6T20o+SRDwfb2r5Prf8KeL9S8JX2+zfzLWRh59o/KSfT0PvQB9QjZKMqRn0qFxisXw54k0/xJp632nTA44lhJ+eNvRhXQEpMv91qAK2av2x4FUpYyj7T+dT2744oA0gakByKgU5xUgPFAGTq1vldwFV9IG23UejmtDUeUNU9NGEx/tUAba/dFLTU6CnUAPHSlpg61IKAEpjU+mtQAlRydKkNRS/doAzpvvmoDViXljVdutABTwaZT1oAR721tpoIbi4jikuH2RK7YMjYzhfWrVxdQWVrLdXU0cMEK7pJJDgKvqa4XxlJHF4r8GSSyJGi38mWdgoHyVqePLq2ufh34h+zXMU22zbd5bhsflQB08Wo2Ul0tql3E1w0QnWMNy0Z/jHtT5dSsbe6NrJdwrOIjOY2bBEY6t/u+9cRr9vJp/h7w/wCLLJM3GjQRNOq9ZLRlXzF/AfN+FQaZG+s+H/FPi+4BRtUtZYrNZOsdoinYPbcdzfjQB1MPjjwrcTxwQ+IdOklkYJGizjLMTgCt13WJGd2CqoLEnsBXn3w7jKeHNCe5v9EktzZptgWBVnDbflyxJ59ePSu51b/kD33H/LtJ/wCgmgB9peW1/ZxXdnPHcW8y7o5Y23Kw9QaqT6hZn7Wn2qLNpzcAt/qvl3fN+HNc18MtQs4/hxocZvLYSCHbsaVQ2dx4xWYTnVviUQesSdf+vc0AdXLqlhBZQ3kl5CtvMVEUhbiTf93b657VUu/E+habdNb32r2dvMvWOSUKRxmvPtAe+tZfDV/4kijXTGs0h0zy3zHbTbQA0nH33X7rdulXIllPxM8S+VfabbfuLbP22HzN3B+78w6d/wAKAPS9L1Cz1S1S7sLqO5t3JAkjOQcVoy3dvarF9pnji82QRR72xvc9FHvWfYGI2yeUYiMdYcbCfbFeb+MNRj8T+ILyzjGom30WM/Y5LK1eZW1DqGYqOiYC4P8AeNAj2IDimnmsbwlr6+JvDdnqYG2SRNs8Z4Mcq8OpHsa2WFAyvJ0Iqowq3Lxk1Uc8k0AMpKU0hpAIelRGpGNRMaAEpwpg5NPHBoAniGVq7B94VWiHy1bhHIoAlvh/xL5PbB/WqbdauXXzWMw/2DVNjkZoAaOtSjpUQp4NAEEpG44qEvj2pZ32k1DFE8zfMpC980AKC8z7I+fU1fhhWFTjqe9LHGkahVGAKJ5UgiMsrqiL1LHGKAJSR/EwUAZJNcdrHiwM8lppcm7adssw/kPb3rO1zxLNqc4soDJBbA/MO7jpk+x61zRRROikKvy/MRxn0AoAmKNCCC25mLNn3brXKagd/jjTgOVa2ZVj/vY/p3rrpDvrj74N/wAJ/pY2r8kDHn0Pb8KYHoXhTa3iKHLF90cnJXG5tprJmGWchWjbbtI+n8xWt4SLt4ht0PzErIuf+AmsZvnu9jYVkOQMdTk4zTA8Ru/9T7dKdD/qh9K6qSb4cuuPM8Ukf7sNCTfDYKB5vij8PJpAWfBDf8SnxmP+oG3/AKGtccTnH+6K9P8AB7eEH/4SIafLrTWn9jTfbBc7PM27lP7vHfPrXNGf4bj/AJa+J/8AyDQBytJXUef8OOz+Jz+ENJ5/w59fFH5Q0AYGi63qGgawl7p1wYpVXLDsw9CK+hfBnj2w8VW6xZWDUkH7y2J6/wC0nqK8ZWb4bjJ/4qfPrmGpoL/4e2tzHc28nimOeL5o5FeEFTQB9LKROm1vwqII8DAsPkPQ1yll4z0u3vNK0y/uzFfXthFdLJKAEkZh0z2NdrbuWU5xg9qAJ0+6KkFNUZFKTigCnfn5T9Kp2H3F+tT6i+EOfSobHiKOgDZToKdTFPyin5oAUdakFRipKAEprU+mtQA01Xm+7U56VXlOVNAFN+TULDmpnqEmgBtOWkxQpoAq6pa6VPYyT6xa289tao0pM8QcIAOSPwqh4Vl8Ha9p962gWtm9vJiG6CW2wP3CsCORVjxP/wAihrf/AF4T/wDoDV5f8HvEeneF/A2t6jqM2yNbxQqD78jbOFUdzQB7Rq+o6RoWiS3GrSwW+nomxxIvykEY2hcc/QVD4d1nRfEWj/8AEoCy6dGvkY8hkjIxjaARyAOK8j0Cw1H4za8+s6zMseg2M2yOwif+Lg4PpkdW78gV7laWkFjaxW1rDHDBEu2OONdqqvYAUCOKlm+Hem+K4dDew06LWBInlxiy5ViAy4bH0rsNQu7ex025u7tgttFGWlJXcNvfivCfEo/4yYs/+u1t/wCihXsHjgf8UJrv/XlJ/wCg0AVtH0fwZq9lBqmkaZpU8JIaOaOBflYc/UEGti5sbUNcyi3iD3QxOdv+s4x83rxXzl8O28U6Bo1x4q0MG8sIZ/Jv7Dn5kCht/wCG7qORivd/D/i3S/F+irf6ZMDjiaFuHhb+6w/ke9AGNp3iDwz4lNxotgYLmO2QCS2eH5VUELjkYwMVo3OhaNfTtPe6bZTTHrJLEpYj6mvJPg+wHjXxEpPLI2Mf9da0vi14j1CTUbLwnpk0kX2oK0+0437jhE+nUn1oA7Wbx54J8Kp9k/tC1jEZ/wCPeyiL4/75GP1qPSvi78P4Ga3tbl7KOWRpGJtGRCx5ZjjuaueEfAWheF7WGKGzgnvMZkvJkBdj7eg9hW/qa+HJ1+w60mmFWGfKuvLHHrg0DNHSDpk1n9t0n7O1teN5/mwKAsrN1b3NXnqppE2lmyS20mW0a2t1CBLZ1ZYx2HFXHGRQIpz8ZqnnPY/jVu5OBiqgB9c0DENNNPNMNIBrGo2NOb7xphNAADzTxycVGOtSp94UAW4/u8Vcj4xVRAdtWk6CgCW45s5v9xqx4rkPGpJ6itwjMLj/AGTXIW0hNumeaANlZAaZLOqDJ/IVTWYgcdaAdz7m5agCSKM3D+ZJwPStFV446VDApK5IxWN4l8b6B4RVF1S8/wBIcDbbQjfL+K9h9aANi8v4NOgMk78H7qDqx9BXJ67qkmqaBbXJjCKZpfkHP3R396xJvGHgvV5lubrW7x2ZeFOwbR6D0rTn1rwvb+ErK6k1K7+xvNKkU21Msw6j+VAHMgNFbxxc4jUtG4/u54X9adKvys4xy25TjgVK3iTwCcf8Tm7TjnlOtN/4SjwGzSMuuXwLnJ4Q/wBKACF8SBgPkYbQP9quQ1L5PH2kvz80R4Ix0rrF8W/D5V8waxqA+blQi81l3Ou/DiXWrW/Oq6y0iD5SFUqv+9TA7Dwsd3iO12fN98nHptNYhOGlMiqdsjFHB4IJrX8J674Lu/FMI0nUtTkvJUZVjeMBTgHnj8axrzxd4DhmdHvNXMoJVgkIJ689qAPEpwvlAgAfSkiRDGDipZ4cIeyjvUcJxGB1oA7X4eoBa+LMD/mX5z/48tcWEQqp2jJUZrt/AA/deKV9fD9z/Na4kcovsBQAm1f7oppRT/CKfSH7ooAgwhcrtFSOiiN/lH3ahX/XnmrD/wCqb6UAdp8RFQ6hoI29dAtP5V0HgP4qTaW0Om65I89mW2xXZOXiHo3qtc/8RT/pvhw+ugWtcaTQB9mWdzDd2yTQuro43KynII+tTMM18veCfiLqfhCfyv8Aj601vvWzdV9Sh7V9GaB4l0nxNpyXumXSyoR80Z4eM+jL2oANUGI2+lMsuI4/pT9V+6aZaDAT6CgDWU8Cng1EvSpF6UASCpKjWpBQAtNNOFNNAEZ6VXk+6anNVpPumgChd3ENpbS3FxIsUMSF3kc4CqOpJqNXV1V0yVYBgSMcdq8/+L+tPpltoVuXdLWa/SS5x0ZEIO0/57V6EjpLEkkbKyMAyFTkEEZBoAKF60tFAGb4m/5FDW/+vCcf+ONXjvwa8C6b4le41PVcz29lKqpZsPkdiuct6/Svc5oIrq1mtbhBJBMhjkQ/xKRgimeHfDGj+GLaa30ezFtHM4dwHZstjHcmgR5P4g0DVPhJr/8AwlXhwvNosz7bq1OSIwT91v8AZz91ux+teweG/EmneKdFh1PTZd0b8Oh+9E/dWHrV+a3hu7eW3uI1lhlQo8bgMGU9QRWVoPg7QvC808ujWX2UzjEirK5U+nylsUAeN+Jf+TmLP/rtbf8AooV7B44/5ETXP+vKT/0Gi68GeHr3xIniGfTlfVUZWW48x8gqMLxnHAA7VrX1lb6lYz2V3GJbedCkiEkZU/SgDyz9nz/kS9Q/6/2/9ASpvF/gXUdC1dvF3ggiC8+9dWCj93OO+F/mv5c16BoHhvSfDFlJaaRZi2hkkMrKHZstgDPzE9gK0Lg4TFID53+C0rTeLdWmdMO0BYqvGCX6VqfFrQr+21Wz8W6fG0n2YKsxUf6sqcq/06j2r0uLQdLstdu9WtrRIry6QJM6cB+c5I6Z6c1ohQykHpjBoA5/wr8QvD3iGyRlv4LW7x+9trmUI6t3xn734VV+IGleCbzSb/VtWNg2praMkDNdYdiAduFB5OfSrV18M/B2qzNLPokUbsMkwM0X6KcfpTrP4PeBrZhnR2mI6ia4dv5EUxnMfs6j/iQ60f8Ap5j/APQK9pqnpelado1oLXTLG3s4Ac+XBGFB9zjqferbnAoAz72WGEATTpHuOFLuBk+lRAAKDnn0p+prbPZTC7WNrYoRKJB8m3vn2ryb4PeLLjVpNV0WaaSeK0Pm2bu24iHdt25Pp8uPrQI9UNMJFONRmkMYT831qMjmnkUwigBRU8Q+aq461YjoAuJ92rCdKrxHK1ZXpQBZT7tcdbglD7Mf512KfdrkdwS6niP3hI386AJBxVi2QySAAVTknij3b3CqoyxPaub1bxQw3QWU3lwsds0nQtxxj0BoA6DW/FMenF7OwZXuwMNJ1WP1+prxzxzpltHpkt1JHuubm5UyTPy5z97muvvrfMe5G2OoD5A+9nFct4zlkbw95UuPvgxyhs5UHpigC3Y6NpyaPau1lb70TcJRGM47Z9a6q506xbwbp8EtrCYRcOyps4VsZ6fjWLppzp0UZHyhBge3St6Zd3hG0QHGLqUKKAMD+y7BX3R2dv8A7X7pePSojYQxzmeC2gVmX7vkCrcTSRyeZs81XX5gD1bHWkmPyfuehPIPVh60AVZYbOSMP9jjYqfmHlgmsPVbe2PjLSpEhi+dJAy+WMHAHaukfeZGdcEsnltg+/8A9euZ1tox4002WNP3qoyyDP4A0wPQfCcUUfiOxMcUabiyjaoBHynvWReBJd29E8tW6qoHIrV8LFY9ZsBnO1m/9BNZl2EEkrRvkZkB2n86APE58i2fnIbt3qC2GIVzV65jKwHdwfSq1sgeEEigDtfh9zJ4mX/qX7n+a1xI4VT6qP5V3Hw7H+meIR66DdL/ACriAP3af7o/lQA2kpwFIRQBWA/0mpyflb6GoE/4+qnflGA9DQB2XxC5m8MH10C2/rXHYrr/AIg/8yq397QLf+ZrkaAExV3TNf1Tw7fJfaVdvbzqeSvRh6MO4qnUFxwtAHv/AIf+K2l+IbWO31VU03UcYOf9TIf9k9vpXolv0T/dr5Dh4KfVf5ivrmx/1EI9Il/lQBqL0qVelQJ0FTL0oAlWpBUa08UAOFNNPphoAiNVpPumrJqtL900Aed/FfRrjU/CX2yzUvc6ZOLpU2hsqOG478c/hXLeC9fu77T0/sK/gtLhAd+k3KmWEd90RX95Gp5+XDAZ7V6zqF9aafbNNezRxQ9zJ0r5c8W3WlL4vnn0CK5tLVXDKDmNg3UsoxlQeCBQB7dL4p8T20hik0LSZCv/ADz1RV/8dfBFQnxn4jA/5F7Twf8Ab1eJRWf4E8TTahpsccesDUJUUCSG6TEq4/P8Tg/WvQbecuq7rZST18t1YD88H9KQjll8ReNbgAW2m6FCexN1JN/6CvNWLab4hXLEtqOiwgHGIdPlYj/vrFdnEOD/ACqW5e4EJ8mbY/Y7d36UwOPMni+L5pvFWlqQOkmmYH/oyoZ/E3i/Stzy3PhnUlA+55r2bH2y2Vz+NReIbzW1tndfFx089MmzU4Hpt2jNec3V9rV2rSNfz64n8X2jwyrLn/eIzQB6NYfGfR/tzWHiGxu9Fvkba4mXfGPxHI/KvRLa7tr23jubS4juIJF3JJE4ZWHsRXxbqklw94/2mDyHHyiLDAIB2AJOB7V0fgP4g6j4K1EPGzz6dIQLi0ZvlYf3l/ut70gPrOaeK2gknnkSKGNdzySMFVR6knpXmfiH4yeHbCUw6dHcapOThPJXbGx9mP3vwrzXxv8AFCLxZrsMbW9w3h62w32LzfLNw/XMh578ewz61x0niO9m15dSUmN1+SOO2/diKPsiYztAHHHNAz26PxP441GMSx+HLCwB5/0272nHrtxmpDe/EH74/wCEfx6BpD+uK890/wARTRRoLZ/DdoeSReT3LMT6tvyM16Dot1rZtkluP+EcdezWiMwP05WgBw8QePrRWaTTtBnjAxxd+X/6FVmHx74zj/eN4Ktp0H8Vpfq35V2WmGSSFftEcW7AHyDj8jmtFrW2mJMttE+f76Bv50wOKX4mawFXf4B1vcRz5e1hTJ/iJ4quW26f8P71R/eu5hEK6+Sy0mFMpocMvqRbRqPzbArivGmtyaTo81zZW+j6SwVlS4lRHfd6KoBGfoT9KBHK+L9T1650qS68ZahBa6WT8uk6Q+57hv7skvQD15P0qT4JaSzPq/iE2wtorhxBbonQKDlgPx2jPtXn+jaPq3xH8VNHPqskyxgPNdXLgMkef4Vz3zwo/GvpHT7Kw0XTLXT7PyobeBBFGu7H/wCsk/zoAtk1ETUjCompDGk4phNByTSHigBV61aiHPNVR1q3FyBQBai6cVYXpUCDip1HFAEwOK4bUZRHrs0LMV3XAUY9T0ruBXmmscfECTcuQbqPHPHagCrq8s3264tnL+WsjJGfcH7xrGls5SrbZV8tlbzEdeGzWr4j3HxHdyqWGyeVNp6Nk9Kz1ldodrr17igBqy4WMOpCxr8p35xWD4viR9DuOABG3mqCM/N6f59K3C0ir9wSJ91vYVgeKJcaDeK+V3bY4iR/tD9aAN3TQv2GDaDgxKx9+nSt6Uj/AIRPTWA5W9kxnpXPaVMw0a13L8jJtU+mO1dHLg+D7MblDNcS8GgDFXajP5ZITP3B0HuKYxLn5CFkXnBPHuKNylBhQkucEN06ZyKSFX8+RkIxkk5GcdqAGiVsqV+RgSxVlzuA965rWYo5PF2kGWFcukmec59Oa6ZQGUsq4w3QfrXMaqqf8JZoTxnhlI/SmI7/AMLps8R2CknO4j5+v3Tz9Kyrst5kzD5SZWArW8PLv8T6a5J3K5HsRg1kXD+bNOsh+cuwA988UDPKdQD+U7MoUqODuHNULEZsjyPveorrpvHFgkZCfD/RFH+15jfruqO38fIE/ceBvDqJ6/Z2I/8AQqALPw7OdW14f3tDul4Oewrhyy+VH86Z28jcOK9Y8B+KJNR165P/AAj2k2P2fS7mT/R7faJcD7rf7NcinxE1WNVaDQfDqBgCP+JahoA5IyJj76/nSb0z99enTPNdafiV4gX7ulaAv+7pUX+FNPxQ8T+ZhItMTtldMh/woA40FRcZzkewqf74O0MT6bT/AIV1D/FPxYDt82xH/cPhH/stL/ws7xiR/wAf1uvstpEP/ZaALXjuKSS18JOsblf7ChBIUnHzGuREEx6QzN9Im/wr0jxT4u8Q6Lo3hRNJ1CS2jn0lZpMRr80hY7jyK5U/Efxtn/kPXA+ioP8A2WgDDFtOf+Xa4/78t/hUc1leOvy2dyR6+S3+Fb//AAsnxzn/AJGG7/8AHP8ACmSfEbxug3N4gvQP99f8KAMmKwvSUC2V2TkceQ3qPavrGzbEUOevlqCPwr5oh+I/jUvGD4hvsFgCNw55+lfSlqxKpuOSUUk+vFAGrH0FTLUEZyBU60ASinrTBT16UAPHSkNKKDQBE1VZehq0aztRtReWjwNNPErdWgfY/wCDdqAPP/iB8SLPwkj2lm6XOrMvyRA8RZHDPj/0GvCJdO1TXLe78R6pchIpGZmu7k4M8n91B1Y/TgV7B8RdC0Lwx4MklsdNt1NxcRRzuxzNMu7cw3tlsnB5HNcFFruhoE13Wk/tTUmz9i0mP5bezjHCq3/xI+p60hHITaVqWj2dhqj7rcXW5rYhtshVf4sdh7112hfGHxFpYWO9EWpxKMfv/lfH+8P61znii71vWLxdW1iJo/O+SBSuxVQdFRf7oqXXtJi0LQ9KtbiPGrXQa7nB6xRNxGnsThmP1FAHrOm/HXRHj/0vT7u1cDqu2Vf5g1Nd/GTR54dtveWhz18+yl/9BDc/nXkGiaH4d1SFVu/EX9nzkdJrfKZ+uRXRX/wZ10WX27Qrqy1y0PKNayYdh/unj8ASaANa6+J00kgisdbeORjhRY6bHbZ+ruzVmXvhzx/4kBnjur29jIz5bamsr/lkCuCTSrxtUj014Hiu5JViEUwKEMxwAc9OTVuJ9c0O4u44Jry0eyk8ucRSsvlsG2/Nj34/GgCPV/DmuaLIRqum3VsTzuljOD+NZFeveE/jJqKONN8TGLULOZggmnjXcv8Av8YZenbIq14v8F+H/EOnJrXhNFtp5i+22Rv3czoCXjA/hlA5A6MAcUAeLk5rS0my1S5vFGlQXMtwDgG3QsRXceAvA9jfKureITssijyxQklQ8acPLI38MYPy+rNwK6jWviZDYQpo/gTTLeFdm7zI4RiJT3I/vf73TNAGJaWHxMtIklvg0duP4bxYGP8A3y/WtG18Y/2bdmK4n8PGXuDDJbn/AMh5WsBrrULS3Or+KtRuL5pW2xQNIzRsR1HClc1xmt6tFqs6yQ2FvaRr90RIAT9T3oA+grH4maPEuZrrToh3P20uPw+XP51cu/jP4Nsowy3sl056rbxMcfnivmi4spbWKCSYbfPTzFU9dvYkeh7V0Xh7wmdQutKS6cI2pxTPaIy9TH0z6hirLQB3+ufHPUtVkFroGjJEXYIk1z+9fcegC/dzXn3iSz8S31nBr+sXEt4ksjQNI0m4wSKcGN1/5Zn2r0jVfBq+GrOfVtI0832lzoG1PSpM4eLrvibqrIe45GQema3PDM+nXRltpbabUYL5AJYrmLbcMoGB5g+5cADpIh39OKYHkXgDwxpnirVzY3etNp1ycGBBH/rvUBs8H2r37w74B0Xw2yTxLNd3i9Lm7kMjL/ujov4CvOPFPwz0HSrpdU0nxINFZXDLBqKMnltnI2tjP6Guwh8Va54skis/D0EKWjDZeaypby0P8SxBlXc3p1AzSA7pjUTGnJGIYkiUkqgCjPX8aa3SgZGeTSHilpKAFXmrkH3RVNPvVcg7UAXEHy1Oo4FQR9KnXtQBIK821sN/wnLOyhl+0x7WX+Hpwa9JFeY6v4s8RQePp9Js7Z2tluIU8zYhGOM89aAK+uMTr1+n7zb55zkcY/vD6VlRkeTCJIJMNGPm2ngGrniXxr4nsPEd9ZWWnSPFFK4ikBQBlz2yKxh8Q/GZgaRNNOzA6SLx6Z4oAueSzwyKm87G2/OhBK+vTrWL4rimm8Oy7EklZ2VtiqzFce2Kvnxz4/ZZBHZsjx/fLOvy8Z9Kz9T+Ivj8aa8nlfYzGA7uHG4qemBQBq6bbzQWkQi8xcqG/wBUxDE+2OK6W4Rz4QtRsk3m5kP3DzxXJWvjzx69rG5h3qxx5jShWJ/75rqpfEPjD/hC7C6iijOoyXUiyRGUDKAcc4xmgDIeGRJUYRyHBwp2H06UFCFwIpEZsZ+Rj/SqH/CX/EJyV8mNDywJnH+FJ/wlvxFyyj7OdrdWm/8ArUCNDypkXfskk3P0WNvl9+lcvqljdDxhpTpZzvGqtuKxtgg++K1j4q+JJUsrWqopyf3uf6Vk3fjb4ixa1aQHU4UeXcFjRgUOPU4pgd54chm/4SCydYZgokOAY2HGD7VlXMLG6uVaKUhnY/6puuetT+FvEHjmfxHY2urahavavJh1Tk9Ko6hrvj+PUZ0TXrZI1lYgFc4Ung8CgDzC5JeBsnoKpaeM2gH91iKuT8QP9DVLTMG2b2agZ3Pw2DP4ivVK/K2k3QYf8BFcEvy2cOeuzkV33w2OfFFwPXTbof8AjlcIwzGv+6KAKznK49aaTg4/2s/pUmKjPOaAKrf8fS1Y/wAKryf8fS/SrAoA7HxuN2j+DW9dEUfk9cfXY+NT/wAU/wCCX/6gn/tQ1xuaADFQ3RzEv1qcc1Bc8wg+9AE1v9+L/fX/ANCFfW0BxHGf9hf5Cvku3/1kX++v/oQr6zh+5EP9hf5UAakPSpqrwHIxVgUASipF61CKlXqKAJBSmkFKaAImqpL901baqc/3T9KAPn34z30upeMtO0NJljhhiU89BJIfvep+ULXUaV4U8NeCdFbV9XhRTEM+dcLukY9sL0BP91fxPWtm68IRXPxRHiOeJHtoLMFN3I84MRnHsCCK8a17xG/jjxgg1C6+yaTFIVQP92GEH5mx3cgfmcUhHRR3Fvq9/c/ETxFbLDpltiPTLHGTcuv3V9wOpP8AhXGW6X/j3xTPNe3QieUSXE9yykpDGq5yfRRgAfWuh1i4XVtJbX9QiMWjW4+xaHp68CQgY3t7ADLHua4eHV7m20q70+Eqkd2y+c6j5mVeiZ/u55x7CgCHT7dLrULe3kcoksyxsw6qCcZrttGOv+CL7VrqzuWMOlXawahZ5I8yIsVD46Yz3HILCuT0/Srm50y/1aJlEWnGJpM9TubAx+Veu3dnEPjVcabcK32fxHpXlShjjLPFwR/wJB+dAC65qekfEzwyuolBaaxbyCBLk4Vo5sFo1c/3JArAf3XHvWdo1zZa9fprs0Mby30I07V7ZiQPtGMKzdlEoXAb+GQCvOrF9S02016zji3wGMQ3gP8ABtkG1vwYY/GtPwtFcxafdajawtOyo4ubOQHZeW+P3gUj+NOG9Rww+7QBvXHw9sbHVxDdSyrYADddDgrBIdsdxj/YchJF7HB71jWl/qHgqXXfDWp+bE5A2eW2PJuY2DRSqfT39DXqvhm/s/FGnwedJ57I5Hmucb1kGxg//XRflb0kUN0cZ474waE1pBpeoSMzXMW7TbqQj/WGPmNz7lDz9KAOSu/GFzeeHby1llaS+v50+0yYAH2eMfJEvou4liB6Cus8Mabpvg7wevinXIRd3l+caXpjdJCDw7L3Geeegx3IrymNQ0iqzBVJGWPavYvD89r4y+IEupNHu0Hw7ZD7LC/TbGuEyPU4LfgKAOQ1uw8ReI/GcGnahcifU5lXem793aKRuK+iqq4JA6fWtOx0Gx1W6OoeWI/CejbgHkGGvAnLN9XbaPYMB2q7aWl7pnhfxL4qu3LanqkaRWxxl1FwzFvoxX+dbfifSprLwXHoFmNhe9t9LQ+u0bpGP+85zQB47quoz6tqU97cn95K27A6KOyj0AHFe7T6JYDRPB+rxny1021tHE6dY1ZirN/wGRlY/WvALmFra6mgbkxuyE/Q4r3H4Ya3Br3hIaDetuOn74ZEPO+0n+U/98NtP4D1oA9g0+NdiQyRiOTLBcY4cHlfw5x6g14/438JXPhHxZY32l3V3BoGpTGOWC3umgW3lbspBwueq5GM8Hiu/wDAusveWd1pOoMf7U0aYWV1z98KcRTD6jrXQ+KNFtvEXhu90i5A23UZRCf4ZOqt+DUwPmzxbpmt+FPEWmzajqFzqumPKs1tNcOzq6huUZSSFYdx719EadFGguWhjSOJptyoihQPlXOAK84t9OuvGXwjWK7ty1/ZaisaZ53Mjorn8ct+VeorGIIgg+tADX61E1SGompDGUlFJQBIn3hVyLtVJDzVyEdKALkfSpxUMfSpxQBLjivMdcxH8QWzKEVpox0/i4r08dK8y18Y8eFyAyiaPPzfdzjBoAp+IgTr+obTtb7SxzisVgqzGbcVLIVYjuO3+NbHifA1+8O07FndWx74rJYoJOSSjHuehoARGYymYEfvlHIPBwOtYXirc+gXUywjziFiZh/cBrbVSmAAuzccY981heLyR4encAnlcFBjvQBsaNIDodlNjd+5yw9hXRyw/wDFG6esWQouZHUj3FctpDY0i3UDJ2gqexPpXVznf4KtXCBnN25CHjt+lAGGroIyJhu/2u9ISEwqjlT1pwKSMbfcuZF3x8/e9ajQOQhQA7eOTg0CIbhkgUyqMozhXx1Xd/FXO67uTxppBEg2sDtI+nP8q6SVgfMITDKPmjbnqcVy+tnZ4r0RCP3a5T8KYHoXhsL/AMJJYMBjdLuP5Gs6/wApeTFRu2OWA9cE8Zq94c/deJNPSQ7W8/j6HNZ+ojGoTjqN7D65OKAPLbhMQlR124xVLSx+5f8A3utaEhyo3DlVx+Q4NZumHEU49GH86BnefDMf8VY6ngmwuxj/AIBXCE/ux7rXefDU48Z49bG6H/kOuEYfuwPVaAK54qM8VMwxUR60AVH/AOPlasdsVWk/4+Vq2BQB1/jEbvCvghvXSJB/5FNcdiux8WH/AIo3wP8A9g2Yf+RjXHCgBf4KhnGYDj13VNUU/EdAEtqQ8luR/wA9U/8AQhX1pBwiD/ZA/SvkywH7yD/rqn/oQr6zj/hoA0IDVsDiqURxiroNADh2qVeoqJamWgB4pTSClNAELd6pz/cNXG71SnOFoApOO/Y9RXzL4j8Hm1+JZ8O2DFkubhfJ7lFfn/x3n8q+jdW1SDS4BJKk0rtxHDBGZHkPooH9eK82tPC2sw+NZvGGqRoHeznn8lW3fZZAm1EJ/i+U9R3zSEecfEXVo7nXxpFkNmmaSgtbdB0O37zfUkfpXEmus8EaN/wlfja0tLnc0MkjTXH+0o+Yj8en41leI1jTxNqscMKQxJdyqkaDAVQ5AAoA7jwXpAv/AIX+IVP37q8hhBxz8nzf+zGuk8aTLafEzwDqC8F4bZmb234/rUnw4hRPh1p6kY+1arI7e+yNv8KzfiYSL74eXCnn7FD+Ydf8aAItLskj+N2v6CxVIr/7TbgEZ+YrvQ4/3gprrdN0m2thBfWUCWHnpHcyog+WJ9xRnx/0zl3Iw/ijkOfu0/WNOS08ex6z5YWeLxVHE8n+xJbx4H5/zroYBHZ6sVxiKHXZrSRf+mVymcfjJtP4UAefXdvF8NPHsEk0JXw5rGd8ZJ/0Unh0B/2T+gU9VrQ+LqrN4QnjllVry2u4PNA6t8rKr4/2lYfiCK7vx14Xi8T+A7uwZAbq3jaS3b+7Imf5gEfjXzv4n8WDWtI0m0jEnmw2MMF1I643vGW2/UAMKAKCeHGfS9GlyRPqtxIsK9vLQqufxYt+Veg/CC1M2geMbaPm5a38tfX7jgVffRIbLxB4Wdm406PTLNU7M0xldz+Vc14X1W6+H/jLULy6hk/sh7yTT7p1/hIOVOOuQOcemaAO68R26yeDrU7cpFcaZcv6bSFjP6g/nV3WoVlhlk6Pp/iOOdz6Rkr835N+lbd1p1jquklbSdZdPu4HiWSM5Hlt8ykH/Zbn2pksBh1GP7eqiLVrdbe5A6LcKvynPuMgf7tAHz98Q9CfQPHGp2jD908pniI7o5z+nI/CrPwtvTZfETSoyf3V25tJQejLICv8yD+FerfE/wAIz+IvCsd/FHv1TTE5K/8ALWL+L6+v51478O42k+I3h9Ryft0Z/XNAHvAtJtI+Odq6EeTrOlss6/3mj4z+i13muTvb2ds0f3zeW6geuZBVeTSRceMrLVyMi1sZIlP+07rn/wBBpfEU6pHbykBkti12VI6lB8g/77ZPypgQ+Ho0i0t0RFQfap2woxnMjHd+NXJBRptm1hpFpaMcvHEocn+91b9c0SjBNAyu/WomqV+tQnrSAZSU6koAcg+arkPbp+dU1+9VqLrQBfj6dvwqcVXj6VYSgCYdK8x8R8eOpgNhYvEVB7nIr04dK8w8SAS+PNnIZZoiCPwNAFbxG3meILxsnKzEq/qO6H2NYp/dPjbuXsqitnxKP+Kg1IHkF3J+m3/69Y6IywRbGZlAGT1PtQBCG2yFVkO2UYQHsaxfFsjHws7hihZwr49cg8/lW3KxRxwUORn39xWP4vWN/D1w4cBmdSB2xQBc0lpPsdqg5jlBJz/C3tXX7yfBsTHGVvXzgf7IrkdGZZ9BsWQbtyDPONvHWuudwfBKMwIH2xl45/hoA5pkB2OEwc/Njtnrj60nnXMKAGPzRG2c99tWMBmLBjt4GR/Ooml8pkJdiTxnGcUCHZSRUnjbcpXaRj9K5PxBEf8AhJtHQ/ebdg/yNdeI0iSUqwbBzgelcr4gK/8ACQ6Nv6fNz6UwO58PvnxJpZk5zMOT7LVK/b/iZ3PBVhKSCDwy7jmrWgQMPEWnbCX23C5z6c1V1QONRmTON0x/nQByE2m+EmDO/jdPc/2c9VbfRfBiFwnjkFWOT/xLn5rnGtLcEMYRxmqVpbxStMHXO1vWgZ674DsPDsXi21bT/E/26VorhGjNm0e1DGdzZ9q5CXSfCABQeN5FAJA/4ljHvV/4W28Mfjm0KJgm2uR1/wCmLVwzWsBhDGPJbJ6n1oA6FtH8I/8AQ8t+Olyf400aL4Qbr45P/grk/wAa5hraEAYj/U0xoIieF4oA6htB8GMFL+OmDe2lyf41K2ieDR18cTN/uaY+K4qWII49KnS2jODQB6frOn+H5/BXhNb/AMRSWkcUVxHbSR2jP58fmn5sZ+X6Vzg0jwX/ANDref8Agrb/ABqbxNGH+HPgUgdIrof+RK437PGM8d6AOtOkeC/+h1vP/BW3+NMbSPBJ+940vCPT+y2/xrlBAnpUcsaCMkDDdqAO1stF8F/a4QnjG4IDqQDprdc8DrX0TGMYzXyRpsYN3ak/89k/9CFfW8QwFHsP5UAXY+1WwciqqdqtJ92gCRamWohUi9aAJBSmminGgCJxWfdda0JDgVnTnLUAVCSOhI/rVe4iS5t5YJBlJEZD+IxViTrUQ70AeGfDrS5fDPxal0u+UpJ5EqRNjiReqsPYgVQ+LXhaLRdbj1KAyFNQkkkkyQQsmc4X2wc17nqWg2Gq3tlezRlbuykEkE6HDr/sk91PcVzfxP0iHVfClwsjxQmEedDJIcKsi9if9pdy/XbSEYXw1XzvCHh+L+7JqDn/AL4OP51P4r0hNR0Hwrftgm0srJUz/wBNJ4l/lmqnwZm8/RYIjz9mu7mPB6gPEpH8jXUC0N58PdCkALOv2GMj/duUz/I0AWvFkGI9emVCXi1uwmU/8BiXP86XXCRqmuKhOf7Y0l149WT/AAq14kz5niGLs5sZTz/t4H/oFZWvalBZ+ItTd1aQtrFosUYXO+SK3Z1XPpuC5PoTTA73TZhOLs9UW7ljH/AW2n9Qa+PPEtqtp4v1O2jPyR3kgH03mvp3TNVh07SEknuMWmm2pvLqZjnzC2dn/fRDP/3z/er5yWxk8RweJdeVnE9q63flgZyryYbPpt4NID2bx5Aum+HZtWCE/ZtS0+ZgvXbGi/41Q8XeHxqdx4q0+3AZ7+3h1uyI6syDa4HuRj/vqu9msLTxd4KezMmINU06Jkfrhto+b8DtriYL+5sPDfh/WbsbLzQLr+ytTQn/AJZEiNs+o/1bfnQB5H4V8a6z4RuMWkqyWkjBpLSf/Vtnv/sn3Fe+6f4h0zxRBNpV0j2WoiMF7SV13r0ZXjYHDc4IK+leReNPDiQHV7aJNk+lP9pgYDAmspWyB7lGP5H2rlI5NURtHkN2YFClbO43Y8vDcqW7YPbtuoA+lLPV5tNv4LbU9qrM+zzx9zf/AAv7K/I9m47iuB1/wta+B/iTYeK7aAnSJJjuSPpb3DDAU+iktkfQitTwrrsfjjTNR8L+I4jBrVtGyS4GPMXGN4HqPl/MEVENYa0tZPD3iqaO5tpIFglugf8Aj4tWO2K6T/bjb5XHXof4aAPYjdwrM8W7LpGX/wCAr3rm7W8GuarbwKcwp/pUhHIaNWIjB/3pN5+kXvXl/jLx3cWFhfaRJcbb/wCwPZtMrcF9yrIB/vL8wP8AtV33wgtLhPAttqV4we5vsMGH8MSDy0UfQL+ppgdu+c1Um6n6Vdk61Sm60DKpqJqkaom60gGmkpaSgBy/eq3FVQVYiPFAGhGasJVSI8CrKUAWB0rgNd06zm8VNNLq1vBKHjby2gcsPxHFd+OleP8Ai/SPtXju7ul1C6jZHhJhVvlPI4oA2/EGlWcms3U0muW0TM3MbQMxX8qyk0rTQ+7/AISK0I5JX7NJzWP420IXnirU5Bf3ke5l2xpKQoOOtc1/wi0Lszvd30g3bNwlPBxmgDvzpeklw3/CRWozyF+zud3vWRrmj+H7nQ50m8UW0MLbf3gtXO3muZXwdZFGZru8cLjcBOazNb8LWFpodzNHJcmROhabI6+lAHo2laP4eg0+JIfEiSxqNob7KwTj/wDXXQPaaTD4S2DW1EH2riZYScMR93FeQ6D4f0S9tU+1G58zZu/4+DjP0rtU8PaY3w8+xvDI0cOoMzRGVvmbZ/e64oAv/ZPD68J4lUKSOPs5oe08Nvu8zxGp3cf8e9cW3g3QB0tZDzt/1rU3/hFdBVTvsmPPaVqBHYfZfC0SyY8Tkhuwh6frWFrFj4QudSsJX8XmJ4j8qC137v8AOKz/APhFdCAPl2YPqrM3P05rnfEGj6da3mliG0RFZz5u3+L5uKYHrmgS+HBrdklt4kSeTzcpAIVG446ZHaqWpyeEUvrhJ/FGy4SV9w8kHa24/LnviqHhfSNKtfFmlywWECP5qneFwVqjq2i6XNqV87WNs7yzvyy9W3UAeef8s1HpWda8XV5/vf0q+wYMrqRx94HvWfanddXPqXxQM7r4Zn/iv7Af9Mbj/wBFNXFsoTIHqf512fw0yfiFpw25yky5/wC2bVxk/LNjj5mH6mgCu3SoT96pX4qLvQBWufvpVlPuiq9wfnWrCnoaAOy8QDHwy8DMegF4D9d9caa7LXju+Fvg3ttlvV/8erjBQAGmTfcp+KZN/qzQBJpx23lrkH/XJ0/3hX1rH1H0H8q+TdJ/4/rP/run/oQr6zj6igC2narcf3RVNOoq3H9ygCYdKlXrUSVKKAHinGkFKaAIZfu1nT/erQm+7WbMctxQBWfrUY61I9RjrQA9azfEOlRa34fv9MmUMtxCygns3VT+BwfwrTWqupXf2DT5rrynmZFISGP70jnhVH1OKBHhnwc1EWPiK50ufcpuAJYcdTNFn5R9VLCvYdMjVfClzbNz9kuZ1Q9sCVZU/wDHWFeKQ+HNbX4g2GhQXkCXloPtTTxqStuW/eMW/vYzj3r03wp4gttUsry+t5f9CuZVuJULf8ekhBjnRh2UbhKvqOO2KAOh8UkDX54T0uIbPavqVutv8nryDxF4ijvPiTqdjPKBZR6jNIwMnlrJ8ixlHb+FPkwcckFh3r0fxhqSwad4U1q4kaOK0vxa3+D93Z2P/A41r55vYLq4nbXLqF/st1cmQuf4izEn+tAHU+MfHUms2h0TSnk+wtN5l1Oy7HvpegYr/CgAAVOwA9KsfBq4t08X3Gj3wU22q2klrIj9GbqF+vBqjqfhVYPEviOzsGMc1hGL+yUdWh4fj32MG/CttfDiX3imHUNLLW8+qWH9qaTIjfKLlOZIj/wJWH5etID0vwlcXHhqwv8Aw7feY0ugy+ajEczWL9HH+7zn02+tXfEGkw3FzfwJsaz8QWhhfb0EyqfLf/gS8Z/2RVZNV/4S/wAPad4v0aEHWNPBS4tB/wAtFx++t2+v3l+gqhZanbPp01hbSlraNF1TSpT1MKsGaP6xEFcemPSgDkNWlWfRdD1m6I33egXdjcMx+88aErn15BrD8N+F5da8ESW0zqyO32yykRslWDeXKh9OqH8a0fiEIYvhzpIt2BiTVLpYf9ws5/wrV+ErG78H3tm6sJYGkkiyvDRyL82P+BR/+O0AZVo9zFo9l4yTcmraSvlXBU8y+VIEZW+sb/8AjtaPxahjk0aaWI/LDdR3Fo68ZguUYuv+7vQn8am+zCa58Y6NGjL580LRg/37rylI/m34VW8VWVzquu+DfC1pN5kckKRTMeSVhlkVSfooagDS8b/CSbVtA07WvD9ugv47OL7TZooUT4QfMo/ve3f69e7+FF55/wAPrG0kjeG6sC1rPFIMOjq2eR24Irt41VI1VBhBwB6UmxFJZVALdT3P40wGMKpzDk1dNU5+5oGUmqJutTPUL9aQDaSiigBwqxF92q46VNH90UAX4ugqylVo+gq0lAE46V5Z4n3x+PbhlDHcI8AH3716mOleXeMkYeMN5QFQ0fJbHPpQBT8VSj/hIb3puDhXB6j5Rg1jGNY243bWAyB7Vr+KY93ie8YjG8jJ7/dGOaxGm2xo8xcbWKsVFAAR5e50yrfez7isrxS4TQLrqRLHlHXnDe9bUaxyZ2PvT+E5rF8Q7BoF7EXdd1uQoPTg/wD16AJdCbytMtCFZoDGMkD+LuK7Tz4j4LcJnP20jB/3a4jw8Y49FtkOYl2AjnIOexrsNrN4JwCq/wDEx+Vl7/IaAMeddkjuvyoSAwP3fXn3qEtjKoQCDgI4xj/IoAYsWb5tw2/N/F9feo7gok0QfcRI23cei/8A66BD5SqElzsIIC/jxXKeLiyXel72U5kHzKOpHXNdVM0SAxB9r7d2xjXO+KvLlvNFyhVhOUZe+DTA7nw6d2s6VLt3Fp0+6QcL2qjrR2Xt4pJCR3LM2T93LVN4WAGtaV8pTZcANjjIqtrDMNVvmUsA0sikMPlPNAHmJOVyOjVn2YxdXI9TmroZSo/eR9T/ABj1qhbSxi7nJdRnpzQM7z4Z8/EPTO3+uPH/AFzauMnBM0ntIw/8eNdf8MpUPxD0n5l+bzv4v+mbVxtxKgnmUuuRK4PP+0aAIW61E3BpzyoP41/OmF0Kht4/CgCC5HyrViIfdqvcOjKu05xUySKADuB/GgDstZG74WeEn/6e70Y/GuPrr9VOPhJ4YOD/AMhC8H8q48sg/iH40AGajlHyU8un99fzpkpBQ4IP0oAn0n/j+sv+viP/ANCFfWada+TNII/tC0HpcR/+hCvrJCD05HrQBbTqKtx/dqpH2q1F0oAsJ0qUVFH0qZaAHilNIKDQBDN92st/vGtKc/LWZJ940AQv1qMdae1MHWgCRaRlVseo6GikoEcYmnrpvxkF7MoFtrOntDG5HBmUDK/UqM/n6V5t4f0W88L+Pdb0+bz1a1jPkQb9qXm+RY40bsVZZPw+or3y8FgLFp9SMaW0JEvmScLGy8h89j6GvJoL/UfiL8QLjUNEglSG3jFraTvGRFCATmdz/EwLEqnrt6YoAv389nr+ga/4biukuLqaJpYMNlmuYOD/AMCZVGfVgx53VVg8MWfiGDSPDewK0nh03VuxPSYqgDY9m3fmanbwlZWXxYsdB06J7VobSG5i1AH94qx7i7c8MzscEntXbr4fu7K6sNQt7dPtmjtJGkcPC3NpJklFz0ZeoGeq46GgDyl7ySzfwx4wliYTaXING1uJv4duVBb1DIT+QFdJaWCaHrVtpkLEpoviGCe0bv8AZLpSuB7bsflWfqmt6bdfEe40+WW3bTPEcYsL+NVKvFN0jkYf3gSP1zWx4faeXxN4ahvIt1xcWAtrlvWSzuD8x/D+dIDFbXrP4d+I1uYI2WyuNRvLO+hTncqSBklA/vKJMe44qD4lXEvh+Wz1jRWU6fe3DXVrOhyscjpiVMd0cHdj1zXO+Jrn/hILa/FmzST33iWWOCMt91SBtA9NzNz9BXRfETUIY/DN/plw8b2gnjgsJVHzm4h+Wdv905xn+9mgCmbS21a3+Hvha9+5PFNczqjYb59xU/jg/lWx8KpzBYTaVcBVurO9ltmTvhhu59tytiqGlaTc67f3ms6dDNDquhPax2FpL8haFI8lWXsXGSPrW3qXhuW91GHxl4TfZeShhdWTtsYsVKnAPCyqOzcZ5oAtaLLZ3Ora1rxkH9n2d9JczS9v3EXlxL/6G34irvwt0S71CZvGGuWyxXc0At7KLn93DyS//Aifyz/erY0vQtJuNAtdKjtpY9OVleW0mXa8jA5/eeuWGT64rs4MBcBQAMAY9PSmgLANKelIlKaAI2qnP901cNU5+hoGU3qFzzUz9KrsaQCUUgpRQA4dKmj+6KhqZOtAF+PoKtJVSPoKtpQBOOleXeM53TxeyhMruj3c16iOleW+NAn/AAl0jGRQVEZwaAKvisINfvXTJcbTgDr8orCZwtwnzbdzY56HjpWz4lnjTxVqMTkqXA2kjgjaKwp4o5IzlzwQwx2NAD0SK2uSFG0s3I96zfEn73QbvcSdqFueo/zxV9ndk2MxEigYYLncKpa2FudBuAQA+1lyB1IoAj0FoTosMbcMU3KT/F7V2WNvgQkgYF8OT2+U1x2gRudFtl2kSIqjkHr/AJNdhGu7wRKsgIP9oA4AJ/hNAHNXLfZWXG5EUb2DNuBHaprlmZgwCP8AJ8yHqw9qWQo5LAsyYwybD+lNW2RSqK7gglQHVs59jigRHJsuUKLyZE+QE85HpXPeJ3K6norZG9Zdu4jJPGK6OW23sQyHYP8AZOVPsa5/xTaXMtxpAENxIyynJWJm445PFMDsvDQQ+JLAsMSNcJuwfTiq+ssh1a83dDcMMfQmrfhyK5i8QWCyQSEi6jDERMpx65xUWs21ydWvsWs4PmuUYxNgnJ9qAOFPxH8Sj/mHaMP+3CP/AAqIfE/xIJmT7LpG/HT+zo/8KxycSAegxms+L/kIy/SgZ6f4F8ba7rXjfR7G/h09IDIzgw2iRsCEY/eAzXOXnxI8TxXlwqJp4TzW2j7BD03H/Zq18ODj4jaF/wBdJB/441cpfDN5cD/prJ/6G1AGx/wsvxSeNun/APgBB/8AE0w/EvxWO+n/APgvg/8Aia5x+HzTT+lAHSn4peL1XmaxH/cPg/8AiacvxR8XlQRcWePUWMH/AMTXJXH+r96fF/qVFAHp15401yx+Gum6rbyW6Xd7qtx5+61jZcqowApXA/AVzI+J3i/teWy/Sxg/+Iq1qP8AyR/QD6axd/8AoIrjhQB05+J3jD/n+t//AABg/wDiKP8AhZ/jAf8AL7b/APgDB/8AEVzFDfdNAHX6b8TfFdzqFvE91aujyorf6DCOC3P8NfQqCvlDQedUsh63Mf8A6FX1en+sagC5F92rUX3aqp92rMP3aALKdKmWoY+lTLQA8UppBRQBWuDyazH5NaNyeTzWc3SgCButIKVutIKAHUlLQKAM688K2OvTA6xJPd28bBktTIVh+rKPvH/ezXTWNnbWFqltaW8cFugwkUShVUfhVa271fWgDB1/Q5JNW0zxHpyBtR04tG0ROPPgf76ezd19/rW8rCRFdc7WGRniph0ph60AcN8QPAOm+I7C51OG3EOtW0LSwXMfyszqNyhv73SuDtdXL3+veJLN5bia/b+ztGhXq0kgVrhkz1xjr64HevbNRE39m3P2eMSTGJljQ8ZYjA5/nXI+F/h1Z6J4SXSr6R7m6ljHmz7vmjYNuXyv7oVuR6nk0hHmtt4Mi0a+h1Kxk3WzxqbO9kYtHBc5Ajldf7kmCpP8DHB6CuW8JxXus+LtLj1zMllpdwIZEdhiN2ZiA3+9J3r35YoNDt7iPUrdRbXLM01xHFugkZvvO8eD5Zbqw+6TXmOreCLrw/rl1q/hnybjR7mJXubL/WhoS3z7RnDBcbhg5GOtAHc6vpdzbawniDSkVrjYIL63JwLmHOd3++vUHv0rct5IJ1+0wbSsqhtyjG6s3R5ruM/Zbl1nhZRJZ3SD78fo+ejDj6in6Ppsmm3GqHcBBc3hmhjHRFKgNgdstk4oA2kbHatOE9azIjggYBrSg+7TGWlpTTY+hpzdKAIzVOboatNVWXoaAKT/AHartVh/umq7UgEFKKYvWnigBwqWLrUYqSLrQBej6CriVRiPzVdTpQBYHSvKvG/jmbRPGZ06G03rsjO8WqucsfX0r1UdK8n8dYHjFwxwAsRzQBX8ZfES+0TXrqwhtJXCFSHS1Vg2VB6kGsF/ixrZVNlhdjj7v2WP8T92t7xeQ3iK5UHOPLf/AMdrEj8xirKchcg5/vdDxQBAvxX8REEtYXhO7qLaMf8AstVZ/ip4qW0uVhtZYm25V2iiAX3I281dDjcI8srj7vv7Y71Q1lidHu0wF3IZNu7A3dwKAH6Z8UvF81rC4tridm58xYo1DfT5a6+Lxj4lfwLNqH2KUXq34i8srHuVdpPpiuD8OvNJ4ctopVO5GDI45HtXc2zTt4Hu5JiGLX+B9NlAHOD4i+NnYj+z5N46jfH/APE0jfEPx4pO2zZQOzMn/wATShgsjEZbIHTr/wDqpshlQLJG24Bhu560CFXxp4+dT5ccaj085f8A4msrVfiD4/sobOSa8S3EjbQRtbf7dK0nDRzDy3ZXPO3PFYHjDiGwj7efyaYHaeHfFXjmbX9Ljv723aynuVjkAwxK+nSma74j8eR63dwWmrW8cKyyeUpznaD0xim6DEItd0tQm3/SoWPPX5utR+IiYtZu5kblbl2V0/i+bkGgDzM8gD0rOjGNTdTghl7VoAZIB71np/yEyfbFAztPh4//ABcXQv8Aru3/AKA1ctfEi8ucf89pP/QzXTfD3j4kaAewuef++Grmr8Yv7wf9PEw/8fagCi3Sm05h/KmA5FAEM/8Aq6fF/qxTbj/VGnRcxrQB2d//AMkd0L/sMXX/AKAK481198c/CHSD6a1c/wDosVx2c0AL2ob7poFI3Kn6UATaBzq1j/18xj/x4V9Xx/65v96vlHw8P+JxZj/p6j/9CFfVyf69v96gC4vSrMP3aqoMnpVqLgYoAsx9KmWoU6VKvWgCQUUCigCnddTWcelX7s81RPSgCu3WkFK1IOtAD6BRQKALltV9elUbar60AP7U2njpTKABqUU2lpCILr/V8Vzdtpcen6g81o5itnQ/6Io+RHJyWX0z3HSuiuTxWY55xtNMCJVCKFAwBwBTulJnnoRS5HahgTRfeHI5+taMGOOQazYh83p9a0YBjHI/CgZcTvSmmqaceaAI3qjP0NX3HFUZxxQBTkOFqo7c1Zm6fjVVvvUgFWnioxxTwaAJBUkXWoQamiHNAFuH71Xk6VRi+8KvJ0oAsDpXlHj1f+KrlY/d8uLP516wBkCvJ/iBs/4S5wylCYYyHz156fWgCn4uC/29esEZSBHkMONu0DOe4rm7SSYAxSKyXCu/LdGGcjH4V03i9m/4Sa4HTb5ciN9UUEY/pXPRNiFVZyQPug8igBN5dn3sChYYBHIYVR1s7tHu5WgV41Rtyk8p6EVdYYcOFzn5WDcE+/uaz9VQ/wBiXib2KGMhAeduTnAoAZ4Wd5NAELDDooKn1B6V3EC7fBNwDhf9PXqevyV594dMsejWNxFg7m8pgwxmu9QyjwTcl4422ajGBt5BG00AYDo2ZMYVSMkk/dIPNMdRjLcsDmnSsrbvl4wCDnrTHbLEdD3B449aBDDGhnRvMfKDpntXP+Ky32Wy3c4uAQfWujQoIwXB2yEkMO1c74rDJp0PHSVCSP4eev8An0pgdj4bc/8ACRaduRhuuISH7Nz/ADpNeES67f7uB9okGT2+ameGwia9pTIuMzxZGTzzUmvqV12/xls3MnU8daAPLXYrHnOSCMVSxjVTgcMm6u2bwSNhz4t8MD/t7b/4mq6eB4DeF28a+GFO0jb9qc4/8coGHgDn4i6D2DXa/wDoLVzuqn/ibXw/6epv/Q2rvvCvhqHSvF+i3qeJdDvzFeIPItLlmkbPHAK89azNW8GW/wDamoB/F/huI/aJDtedwwyxOCNvXmgDhXNMwO1dYfBdp/0O3hj8biT/AOJpB4LtP+h28MfhcSH/ANloA46fmM0+H/VLXWP4LsiuP+E38Mj/ALbSf/EUR+B7JYwP+E48MH/ttJ/8RQBLdf8AJIdK/wCw7cD/AMhiuQxXp8vhqCX4aRWDeIdHjitdZkZb15HEEpaMZVCFySK5o+D7Af8AM7+Gv+/kv/xFAHLU1uFP0rqv+EQsP+h38N/9/Jf/AImj/hD9N/6Hjw1/38l/+JoA53w7/wAh2y97uP8A9CFfVq/65j/tV8/aN4M06DV7KUeNtBlZZ0cRRtJuchhwPl619AocsW/vc0AWoj81W4+pqpH94VcQYWgCdOlTLUKVMvSgCQUUgoegCjdnmqBPFXLrk1SbgUARMeaQdaRjzSqaAH0CilHX8aALltV9apW4q8BxQA8dKZTxTKAEpaSloAq3ZwKzH5Y1pXeKznzuNAEdFIevejP1oAnhzxkk1owdVrMjOGz835itGBunWgC6tOpq06gBj9Ko3FX3+7WfcUAUpelVW61ak5FVW+9SABThTTQKAJRU0R5FQrUydRQBbiPzVeQ1QiPzVfQUAWM4FeVfEAA+Ln3gFTBH17c16qOlec+NNOs5/EJuJtasbNmgRTFPGxY+hyKAMTxkwPiC4HAXyoyBnp8gFc2qyCBUZAMHJO7pXbeJ9J0+fW5ZJtetrcyQxKYzExJXb3x68EVjLpWkhhnxRYMPuYNu/wCdAGATvnATY3OSCar6oCdNuY2wFkQg4PTjg10b6Jo5Kq3ie1ZcdRatn65pt/ougy2Myt4ojRNh3v8AY3IVe5oA47wxK66RCjLuiYfKyDJQ+hrv7GfPgq9Yw7At7GuP73ynmsfw5pHhiDTAlt4uE6bzlhZMvv0rp4LLRbfwlfRnxE0lv9ojMk/2UnZ7Y7/XtQBxLK0ts8Mobgkbl7qemKhcvnY27flcM3cV0iWHhsRDd4n3cEM32Run500aZ4XcMreJy4UZXbZnK/maBGDZzyG1fgEIGDD/AGs8fzrnfFg3aYiL0aVQv9a7tdM8IRytJF4klBLZwLTgfrWbrlh4Jks0S58VzxpHKrK0diWOc9+aYEnh8BNS0o42kTxAf4VY8QsIte1FChJMzsPfBzirmmDwhFf2Ah8VSPJHcxsqNb7Q53fd61L4jm8Hx+Ibo3niOWG5jnYughzg+nNAHiTWMA2Zd/mOOW6VT+yr9u8ne2wjINamRzvGfrVHA/tMKDkKuRQM6TwBaRp8Q/Dx5P8ApyDk/WsfX7Yf8JJqvzN/x+Td/wDbatzwO2z4heHm67r+P9aytdGfEmrf9fsw/wDHzQBim1X++1J9lX++1TtxTM+9AFaSDauQ7fnRFAjRgl2Galm/1ZogH7laAO0uRu+C1gD/AA69MP8AyHXFmAf3m/Ou0lOfgzaD01+X/wBFCuRPSgCv5A/vN+dL9nX+8351IaKAJ/DS58R6cfS6j/8AQhX1ahyzfWvlTwv/AMjLp/8A19x/+hCvqpfvt/vmgC3H1FW1PGKqJwRVqM5NAFiOp1PFQpUg6UASikfpQKGoAzrrkmqTccVanJLkVVk6mgCBjzSqaaeppV60AS0q/epKVPvCgC/bVdHSqdvVsdKAJKZTxTG60AJS0lBoArXXTtWdJV+76VnNQAw9aAPSg0CgCSMfNV+D7wqinWrsHUGgC+pp9Rp1qUdKAGP92s+5rQfpWfc9PxoAptVRvvGrL9art96kAhpV6000CgCQVNGelRCpUoAtxHmr6dqzozmr8fagC0BXi3xT0+5n8YpKt/cQwNbR5SLkDBOcival6V5R8RHB8Tv3C2qtjv3oAwPH2kT3nid3TVbi3H2eH5UIwfk6iuSHhmYli2r3RKnH38V3HjeWOLxQxdHKm2hZWAzjCZxWFMRJEzqdqNtYHqE9fzoA55/DpcAPqmoM5HzK71FdeHlWzmY3184WPcymb/PFdIH+bZgYI6enuDVe9D/2bPGzl1VGGTwenSgDl/D2iW13p2+ee4VwTwjkLj0rvdP0Szi+HWr2m+cB72EkmQkj8a5Lws6HSEV3CuWyCeh967+xYt4J1XcihhcxHKHg8daAOEfw5pe1tsly7A/cSU5I75FDeFdKClkilYbd3zSE55xWrK5EW+Te5BX5lHIz/OkhcLLcIOFbDIf7vHWgRmL4b0h22i06jI/eNWZ4h0bTbTSxLaW21nkVQS5Pf0rqNyGRdzsnBPJ4P0rE8UHGkoeMeYMkHoaYGloOk2EWpaVKlnEk3mxEsF4JznNafjHTLd/F2oXItIfN+0MXDqGD+tQaKhN/ppOR+8j6H3Fanipv+Ko1VOr+exz68CgDy4nO5cH05qguV1En1XFaGfMzk4PUVn4P9qD/AHc0DOo8F8ePfDx9NSj/AJ1meIV2+JtXHpfTD/x81o+Dj/xXmgN/0/w/zql4m/5GrWva/mH/AI8aAMRjlutJ/DinMPmptAEUv+rNOgOIx702f/VGli4iWgDtHIPwbj5+74hb/wBFVyBOa65Rn4Pn/sP/APtKuQNACUUYoA5oAs+FufE+nD/p7T/0IV9VL99v9818q+FP+Rq04f8AT2n/AKFX1Wn3m/3jQBaToKtRVVWrMfFAFpKkHSo4+lSigB4pGpR0prUAZs5/eGqr9asT/wCsNVX6mgCB+tKhywpr9aIvvigCxSoPnHIpDQn3xQBowD3WrY6VTgq6vSgB4pjdafTKAEoNKKDQBUu6zX61pXPes1/vmgBhoFBoFAEqdauQdRVJetXYf4aALyHBqUHIqBamHSgBG6Vn3PT8a0W+7WfcdKAKD9art96rD9ahbrSAYaVetIaBQBIKkSolqVaALMR56ir8bY7H8KzoThulaMDZXFAFxeleRfEpHPi6KSMhGNoEZ+nqRmvXE+7XkfxLdF8ViJiAJbNfmPQYJoAqeOj5euiRzgfZoQ3/AHyK55JTFfPA6HDDBI6D0/Ct/wAZjOuRxjOGtIefT5P1FcxLFKJYZYZmTjbgjcNvbigB86PC4EfyMpJTPKsD2NR3bGS2uN0ajKjOW5BHp61MZJXXy327uzD/ADxULu4hkXgfKcgrmgDH8LPt0nPzELKwbb6Zrv8ATgIfBurgbV3XUH8P15+lefeFCf7MfB5Ezfzr0HSSD4L1ncrKFnhx3GKAOcY4Ynn8DUUcsbriUKHB2k44Oe9LM+GXapY7if0pj+W6+ZGykMPmGeR7UCDKiaKI8gllJHb/ABrH8UZj0woD0YD65rTnUO0ckZO+NtzAN271meKX8zRWcLgoyqM0wN3RZCl1YgkgCePBJznpxWn4zCDxXq567Z9p3fL1AzWNpR3/AGAtx88av9cjmtzxoMeLNS3plFm+Y9ewoA8sCkypjtx1qox2ap82B2611R8e2g6eBtCH/bs/+NRt4/tzPn/hDPDqHjBNo3+NAxvhAj/hONAwQf8AiYQ9/wDaql4m/wCRs1scf8f8x+9/tGt/QvGcWpeItKs/+Eb0S2868hUTW9sUkj+bqpPQ0/xX4yFn4t1e3Hhnw+/l3ci+ZJZFmfBxuJz1oA4Q/e5I/MUhIBPzD8xXRHx+4/5lbw2P+3D/AOvSH4g3P8Phjw4P+4aKAOYmYeWeR+dJE6CMZYfnXUD4h3iZ2+G/Dgz/ANQxacvxG1ADjw94cH/cLSgC7GwHwbuGyp266p6/9Mq40On/AD1j/wC+q9KtfF96nw41PV107SvPfVoYjB9jUwjEZ5EfTd71zZ+IusDppWgj6aTF/hQBzJkiH/LWP86QSIf41/Ouo/4WRrn/AEDtE/8ABVF/hSf8LJ8QdrPRx9NLh/woAw/CoB8W6YAykm8j7/7VfVSfeP1rwLw78R9dvfEOn2ckWlrFNcKrGPTolbGexC8V75EcsfY4oAtIasRnOKqp1q1H2oAtpUw6VCnWph0oAfTX+4acKbL9w0AZU/8ArDVZ+tWJf9YarS9TQBWelh+/TH606H79AFxqan3qDSp96gC/b4wKur0qlb9OcVcXpQBIelMp9MNAAKDSUGgCpdHrWc1X7o9az2oAaaKKKAHr1FX4RwDVBetX4vuigC2lTDpUEZqcdKABvu1QuOlaDfdqhcUAUG61A/3jU79agbrSAjPWgUNSUAPWplqBOtWF6dqAHqcEcYrQgOOaoAE+n5Vbgdsj/wCtQBfV815P8TjjxErdV+ygMBnOK9XUk9a8r+JvjjVfDniKO0sdzRtaiRgtur9/7zfyoAz/ABmN2qwrHuwbGA9fRfpXPB2IAdJAxY5whNdN418e6zoup2kNskzrJZRSnyYU4YjnqP07VzB+KviXeCIb4/8AbJP8KAB0ZVLhJTj+6jf4U6aCWWEbIZmJXaR5Tc+/Sox8UfFpdWQX+Q2WXYoBH5VG/wAUvF4HyC/C5wvzL/hQBmeGLK8itZgbW4UiZuHgb/Cu+0lH/wCEN8QAQTRnzofkMbZP0rhtM+KHjWVXU3l7cNuwCWVcH+70ruNG8ZeJ7jwX4ivLn7Wt9ZtCINzrnDHntQBzb2kskYUwz4HzDMTce1Qi0fzHjNrcMGGQ4hbj9KRviR45Vlyt0GXg/vR834UH4j+O+xuv+/ooEDW87qAttP8AeHSJv8Ky9fsLufRpoks7tmEqfdt2Pf6VpH4i+PWXG+4H1l/+tVe/8f8Aj5bCV/t08ITBLpOCQKYFvTLG8jS1Bs7o/vE6QN6j2roPGdvdSeK9T22F1KvmjDxxMQ3A9q5zTvH/AI8dbVm1AmF2X53lBJGRXQeOfFPjCx8Y31rpmoOlrHt2hptvVR0oA8qYYbb3FUSc6gf9yrhDff8A4qpA/wDExfj+GgZu+HDjxTorYGRfwdf98UvjLjxtro9NQm/9CpmgEJ4l0hs8fboMf99ipPGo2+OdeH/T/Kf1oAwGphp5NMzQBHL/AKs02D/UbqdL/qzRbnEI6d+tAHZWfzfCDVT0xrduf/HDXIkV1lh/ySPWR6azbf8AoBrkzQAUmKKKAL3hZQPGukj1uk/nX1JFwx96+XPCn/I76R/19J/OvqJPvUAW0OWxVqPgiqkZ+arcfWgC0nWph0qFOtTDpQA8U2X7lOqOX7lAGVN/rDVaTqasy/fP1qrL1oAqv1p0P+spj9afD/rKALZoT71K1C9aAL0HSri9BVKDoKur0FAD6bTqSgBBQaUUGgCjc96zn+8a0LrvVA9c0ANooNAoAevWrsB4xVNOoq3DQBciHJqwDUEfX8KmWgB5+6aoXFXu1UrigDObr+NQN1qeXrUB60gGNTae1NoAVOtWF6VXXipkOTigCYElcAmp4eHGR79agBx/AT8v901NE2Wxtxx3BoA04+leTfFKM/8ACSRN2NrgH8a9YiHtj8CK8q+KI3eIrePJO626H6mgCj40ctqFhnH/ACDoen0rl1iQdBn+Ee+K6PxoQt3pbHcudMiII7HBrlshDjzChOPlAOM+tAA6Fm2rncp+XBxSq5LYbkFT/KhmxE5YZAOG/Oh1VlLK6nPoaAOe0JlMd6R2nr0jRpy3g7xOG6BbcAnjPJrzTRGdJdQ2ruHn/MMe9ek6NJEfCniYkqyiGLd7fNQBzEnmI3BjDL29fx9aYz4UjOMjr1pWXyZGjZCVX+KoSxMSIeQc4PT+dAhVdwyBiGRjgCsrV0Q6JcSBzgoOn+9Wskm5QCOVOc1ka8CujzgeoO30pgaWnPsgtOM7Qv49K6fx4Uk8ZXwbkAIWHoNo5rkdPkIsrZivzBVGc11nj2SSPxrd+W20bIypI9UFAHmgBY9QADjBqj01Rv8Adq6DmTGCPrVI/wDISY+1AzX0Y/8AFQaV/wBfsJ/8fWrPjgY8ea+PS+kqppTbde0s46XkJ/8AH1q746H/ABX3iD/r+k/pQBzpplK3BptADJf9Uajtz+6H40+YfuWpluP3YoA7Kw/5JTr3tq1qf/HWrk+tddpQ3fCzxKPTUrM/o1ckKAEopaKANDwl/wAjvpH/AF9J/Ovp9fvV8x+EBnx3o/8A18rX06PvfjQBZj+9V2PqKpx9RVyPqKALKdamHSokqQdKAJKjl+4aetMn+5QBlS/fP1qrL1qzJ98/Wqz9aAKj9afD/rKY3WpIPv0AWjSDtQaF60AXbar69BVC3q+nSgB9JS0lAAKDRSNwKAKF11xVE1duW+aqTUANNAprUCgCVOtW4app94VdhoAup1qYdqgTrUy0ASdqpXFXO1VbmgDLl6moD1qeXrUB6mkA1qbTjTaAFFSxZ31EKlj+8OKALn48+2KehPmf4Goh1HH6VMg/efw0AX0PHQj615P8U2ceIrYISD9m9OvNerp+FeVfFR8a9bADIFruz680AZvjF2SfSCilx/ZcIOPxrlnmDdeCvrXS+MSPL0ZzuAbS4cY/GuacK6IQu4gYNACSHYRwzAjkjo1RjaY96D5TnAzQkqIFVnaInqr9j7UpidJNvByu7j0oAwNDIW61FSSDv4OK9C0JCfDPiZfW1iZh/wACrz3RN66nqm5vkLbTx+teh+Gznw74nQhgy2SZbbwQG60AcySBMRgYOV4FRnIZlCfLnJU9vcVI/Dtkk8A81E7MjB1weMEZoEFuqSxll45wx+lZuuv/AMSaUjnntWhHt81/LO3fyw9DWdrRP9nSo2CcdQMUwLFocWML4yQo4rrvH6k+KLnChh5UJKHv8grjrIf8S+3b+6g/nXX/ABDUN4mDOMiW0t2Y9MfJ1oA50/DvxWWy2mIv1u4f/iqrD4Z+LPtHmtZWqj0a+hH/ALNXLNDej/lqmPUiqpjm+0OpkQ4GeaBnfW/gPxFZXttfXFvaLBbzxvIRexsQu4dga0PGfgrXL3xhq95bxWZhuLkyIZL2KM4IH8JbIrz7ToXGpWhZowv2iIZA5++K3fiVE8nxD13iMf6T/dz/AArQA9vAHiE9V0xfrqUP/wAVR/wr3Xh1fSR/3Eov8a4/7M//AEz/AO+KPsz+qf8AfIoA61/AGrtGQb3Q1+uqRf40Q/D7VFXH9qaB/wCDOOuQa12qSSv/AHzTYoS8bOuwYGelAHqeleFruLwX4k0l77SxLLLaXAnF6rQBQx4L9m9q59vA14DzrXh0H31Jc/ypuhgj4aeKog3yia1bAA/vGuSNspJ5/QUAdd/whM//AEMPhr/wZD/4mj/hCpR18ReGh/3Ef/sa5D7Lj+P9BR9nJ/i/SgD0Lwt4Me28XabeP4h0GVYZg/lw3e539lG3k17qn3q+ZPBMap470cdf9IWvpxR81AFqPqKtxnkVTjHIq3H2oAuJUg6VElSjpQA9aZOfkpwqKc/JQBlycsarydasP1NVZetAFZutSQ/eqE/eqaGgCwaB1oPShaALlv2rQQ8Vnw9qvRn5hQBNSUtFACUh6U40x+FzQBn3P3qptVy5+9VN/wCtAEZoBppooAmT71XYapQnLVei5xQBbTrUy9RUCVYWgB3aqtzVvtVS46UAZcvWoD1NTy9agPU0gGmm0HrSUAOFSp171CKkQkMMUAW03cdRz71ZRSGyWJ+lQQuxOKtJwaALANcH4/stJuNSt31LWVsGW3KqpgZ9wz1yP5V3i81438YbD7X4ksHN3NAv2XDCM9fmoA1PElhok1po4uNfMAWwjSMx2bPvUfxH0z6VgDTfDTqSPE82VHawIqj410zz9M8L7Lu4jCaWi5V/vc9TXGP4eTHmfb7og/8ATSgDv5tM8LCAA6/cH/tw/wDr1GbHwrbruXxHchF/6cP/AK9cKfD8ZZsX9yfo5pv9hQ8RyT3a843ebxQB1tlYeCYb67ZPFN47ytmRDYcfTrXXaDaeHrey16K11yUwvYfvGa1wY1z97/arxO00qFtSuraS4nCx8goeteheCNMitrDxTAZ5mSTSmQhz/tDpQBYNp4TdCf8AhIrs9v8Ajx/+vURsfCYGD4mvFHYGwJ/rXF/2FbAY3z8cf609aibRLX+OWYr3+c0CO5+xeDUYEeK736Gw/wDr1BqOneCJbKQS+Kr4JjBP2EcfrXF/2PZbiG8/gZGJD1qK60eyWyeSMy5CbuZD1pgd1BY+CIraMReKL0gLjP2Ac4555rpvGKeGJ9VhOpa3cW0zWMBVY7QOCu3hsk968etdJsp7GOXEhZlJI3mu1+I2nw3OracZIQc6XbYJP+zQBw+Nufc5rOX/AI/zWgxxVDpqIHrQMv2w/wBMt/aaM/8Aj61ufEYbfiFrp/6eM/8Ajq1hwHF5B/vr/wChLW58SOPiHrY/6ap/6AtAHLZzUdPyBSbQaAGEZqG1/wBWfrUxyoKn061Daco31oA7DQhj4e+L/wDftP8A0M1y7HLE10+hHPgbxcP9m0/9Drl2PzEelACE0CiigDW8Fj/ivdH/AOvgV9NIcmvmbwWP+K90f/r4H8q+lkPzfjQBdj6irUfaq0QzVjpQBdSpR0qGHlKmHSgBwqKf/VHNSioLk/ujQBmOaqynmrDnrVWQ/MaAK56/jU8P3qrnrU0H3qALJoWkNIvSgC5F2q9H1FUoegq6lAFiikFOxQAhpj/cp1Nl+5QBnXH3qpPVuf7x6VUc/jQBHRQTk9MUgoAliJLdvwrRiTHcVmR/e6gVpxHIoAsp1qwtQJ1qUGgCXtVS46VbHSqs/Q0AZUvU1XJqeb7xqA96QDD1pKU9aBQACpE6ioqkTqKAL0A+araA9aqwHBq6vC0ASJXlHxZXZrtg6oGP2U5B/wB6vV1ryb4tbjr+mEMR/o7Dj/eoAzfEfz6H4ZIX/mH9B2w1ceh/dSCP5XyAN/I/Kuq8SPJH4f8ADDgtuFg27b/v9a5U/LK5Ugo3zLigBS6kmQEru+8VHQ0xleQbQ/Pr6UwhMSR+aAQPWlPnGPMjKwQgq69vrQBj6dl9au9xyR8ua7/wpue08R/NlzpMoUevzCvP9O+XXrzvhq9A8Hr5kOvrkjdpUnT6igDmNyNGAowdgyPTFRZjlXCMAfQ9aCQFT5tpVRg/hTWGMONrAfjTEJt2scHdmqeps0VlKw4Oz+dW3BZ2yT93goKoam5OmTBsMdmcmgCTTiE09N3A8rrXbeOJC91pW3gnSrc499tcPZlhp0JbLKEwcDmux8dDzJtCIDD/AIlMHfHrQBwWVdXU9WO4VnNkaiMnoKi/tj/ph/Djh/8A61QNqG6487yscdN3/wBagZtIf3yezqc/8CFdD8Sz/wAXC1f/AHk/9AWuK/tbkHyO4P3/AEIPp7Vo+JvFn/CR6/dap9i+z+fs/d+bv27VC9cDPT0oArYzSdKpjUcf8sv/AB7/AOtSHUMj/Vf+PUAW2GVb6VBa8I31qL7fwR5fUf3v/rVHFdeWCNmfxoA7jQR/xRPjAd/KtT/4/XLsPnNWNO8T/YNG1nT/ALH5n9pRxJ5nm48vY2c4xznp2rMN/kk+V+v/ANagC1ilxVP7f/0y/wDHqDf5/wCWf/j3/wBagDpPBQz4+0Yf9PA/lX0kpwa+VdF13+x/EFlqv2bzvsz7/K37d3XjODjr6V6R/wAL0/6lz/ye/wDtdAHudvyoNWcZrwyH4/mJcf8ACM5PT/j/AMf+06mH7Q2P+ZX5/wCwh/8Aa6APd4T8tTDpXgo/aK2jjwr9P+Jh+X/LOpB+0cBn/ilM8cZ1Hp/5CoA94FV7s4jrxD/hpD/qVP8Ayo//AGqvXrDU/wC2fDum6p5Xk/bbWK48vdu2b1DYzgZxnGcCgCN+9VZOpqy561Vc80AQHrU0NQfx1LFQBZPSkXpSE5pY+tAFyHoKuxnIFUUOBV2I4WgC0tOpinIp+aYAahl+5U56VBN9w0gMyfk5qs3SrE34VWY8UAMJyeaQUGkoAdGcNWpG/wDsislD81akHK0AXU/pUoqJKlFAEo6VVn6GrI6VWuKAMqbqaqnqatT9T9aqv1pANPWgUlKKACnoeRTcUqdaANGDmrg5qnbY9c1cHpQBOo4ryP4wLu1jTACQfJY5H+9XramvJvi4Cda0zaMnyG4/GgDn/EjSJ4b8Jylhu+yMOf8AfrmnKOmw4zjiuk8RiF/B/hRgwx9nlXnP98VzCPG8ePvHuMGgAV1fy96kvjbnFMKKjMyjBYEHn2pWJODswwbqc1E+05J37G745H6UAZ1ofK1657/uxXe+B2WSbWEDsQ+lTd/cVwcSG38RTOUd02g5UE13fgSRE1nUUU/e0u4IAGOwpgcn5nkp8y8ZAJ9qDgfMjgof0qVpIpIt3zEbRghSe1VvM9FfBHXaaAFE0o/gTHYnvVbU1/0S4HomasZDfeTIzjDCq+owyNYTAJIfl/uk0xEdg/8AxLU4/hx+ldl40J8nw4wP/MGj/nXH6dFItmkfkzb1XdgxN/hXZeLwzaX4YZIpHB0hfuo3Xd06daAPGKKKKkAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvsTwof+Lf+HB/1C7b/ANFLXx3X2B4WZf8AhAvDY3oo/su2ySw/55LQBfc9aqufmqxK6Bf9bF/32KqPKmP9ZH/38FMZH3qWKoAysMqyt/usDVmNH/uN+VICSnp0pmKlQUwJUNaEX3RWeg5rQi6CgCyOgp2aEGVpSKAAVFMPkqYCkkUlOASfQCgDHmAx2P0qsw+laEsXmnAGG9KpBeSD2oAgb6D8qjyPWrG0t0B/EYphQgcqR9RQBEMFuGrWth8lZYXBrVtT8uKALi9qlXqKiWploAeBxVa4FWh0qCcZFAGPP1NU39avTo2eFJ+lUnGQe34ikBFupwOeQKjxUkR+bFADgfrT0Ck8c07YR1GPxFPiRifuEfWgC3b46Yq6gqpbo2/pV0K3pQA8CvLviv4z1Xwrq2mwWDsqzQszAQq+CG9xXqJBjG58Ko5yTivFfiprFlqPiazhs5lmNtGUkdTlck9M0AM1z4hazY+EPDGpQuwkvknaYi3TLbWwO3B+lcyvxd8SK7YmnwB0NrH/APE1qa2pk8D+FSjINpuc59n/APr1zDISvmBtpPoKANFvi/4jGMXNx74tY8f+g01/i94kYbftU+T0zaR/4VmIWdDnBPqKj3bmIc9FxigC+Pi54tOoSAag4jxxEbSMN9Oldb4I+Iet6/4gnhuZ5GSOznlG+2jXBVDjkCvL4Ao8Qyp935RgH6V3fw9A/wCEqfY3LWFwuP8AgBpgZp+LniVCALuVvlHS1iHb6U3/AIW54rDsv26Q88AWsOf5Vkb8xKNoJIwSfpTZBls8DJ7DFMDZ/wCFt+LR/wAvdz/4Dw//ABNRTfFrxcY3Zb2dTjOTbxYH/jtY5LjqSw96hvCr2Uw/2DSEdBbfFnxgxVpL+4lbHzfuYwPw+Wum8U+OfElho3hmSzup/Mu7FpZfLCjc27GTx1rzTTpUS1gD5AYYzjpXZeK5MeGfBr5/5cZVJH+/xTA8joooqQCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9A0uec/C3WgZ5W2Xtoq/MflBRuBXn9dzo//JM/EP8A1+WP/s1AHPl5SMGaQ/VzTRI4/wCWkn/fRopD1pjJEubiPG24lH0kYf1q4PEWtW6lodWvkI6Ynas+o5v9U1AHRW3xA8VQx7hrVw3tJhv5iu28WfEnxHoXiu5sbOa3NsiQuqSQhvvIGPP1NeSJ/qDXYfEb/kdrr/rjb/8AopKAN6L41+I45D5tnpc3v5bKf0NXk+O2tpgf2Ppx/wCBNXkx607tQB6s/wAfdfYHytK05frvqlL8dvF8kuEj02Iegg3fzNeamok/19AHrrfE3xVdfD+61JtQWK8j1OOBZIolXEbISRjFcVP488W3IPm+Ib/n+7Jt/lU1t/yS/UP+wxB/6LauZoAuy67rEpLSatfMx7mdqYmsamjZGo3f/f8Ab/GqTUDrQBoP4h1qFd0er36n/r4b/GtDTfGfiWO6t2Gt3pzIgIaTPBYVztx/qjUlj/r7b/rrH/6EKAPSPFfxB8TaN4y1azsr9RbQ3BSON4lYKMfT3plv8a/FMBHmQ6dOPRodv8jXN+P/APkftb/6+j/6CK52gD1P/hfPiMdNM0sf8Beo3+PPip2+W00tR6eUxrzDvTe/40AehSfHHxpK5VLi0iPqluv9avn4i+LL/wCH+p3s2sSLdRahBEkkSKu1WVsjp7V5Qn+vNdfp/wDyTDWv+wpa/wDoJoApTeJ9eux/pOtahKT63DCoRdXLD95dzuT/ABGVjWeKsp9xfrQBqW8krxlfPkIYcEOT/Wobq9u49SswtzOgbhsSnmoW/wBe/wBBUV1/x/Wf1pAd/wCFtQuX8UaTFLdTFGukUgyN83PTrTtU1vU4Ne1KFdSu08q7lVQJThRuPA9hVHwx/wAjZo3/AF+xfzqTxQB/wlWq8D/j7k/9CNACnxTrydNYvRxniU0w+LdfJH/E8viCMgmcgfjWXF95/wDdqFR8p/z3poCfWtZv7vSphNqNzKVGc+cxH86z9Mc/YI85J659/Wn6iqiyucKB8npTNI/49bWgDtdXG74feG2T5j510Mf8CrlTvHCbs9g3Wuu1f/kRfDn/AF9XdceetABFJKEdCmCOdwqNgWIbcoPqetL/AANTPX6UAUPveIH3NgbAMj1rvPhwc+MUWTq1rcbff92a4GP/AJGNv+udd78O/wDkebf/AK9rj/0U1AHJMMsvryD749qaRlVPYjpUif6ofU/zpn/LFaAGMc1Wu8i0l4/hNTt2+tQXX/HrN/ummhEWl/NYRrXbeIm/4onwfwebWdePZ64jTP8AjzWu11//AJEXwh/1xuP/AEOgD//Z",
"path": "003310.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003311
|
Men Tshirts
|
{
"bytes": "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",
"path": "003311.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003312
|
Men Tshirts
|
{
"bytes": "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",
"path": "003312.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003313
|
Men Tshirts
|
{
"bytes": "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",
"path": "003313.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003314
|
Men Tshirts
|
{
"bytes": "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",
"path": "003314.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003315
|
Men Tshirts
|
{
"bytes": "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",
"path": "003315.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003316
|
Men Tshirts
|
{
"bytes": "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",
"path": "003316.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003317
|
Men Tshirts
|
{
"bytes": "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",
"path": "003317.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003318
|
Men Tshirts
|
{
"bytes": "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",
"path": "003318.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003319
|
Men Tshirts
|
{
"bytes": "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",
"path": "003319.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003320
|
Men Tshirts
|
{
"bytes": "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",
"path": "003320.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003321
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAE/AgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD36iiigApCOKWigDxzWrNLTxFqEeMfvN4/Gs+7US2cin+JSBXT+PrUwa5DcgfLNCVJ9wa5hnDWoPpxRJ6nTB3ieX3ceC4/usRVLGTWxqUYF/cRgd8isdg0YLHoKmntYxrbnp/wtEaWGoMFHmNwzewxgV1hnWdcH76cH3HY1yXwtRjomqz4IBkVFz3OMmt6WN1k3q2GHStakrJBRjfU1ouuDyDVoADp0rGtr9dwjlGxx+R+laccoI61zM6R8pCjPpWWLme91OOxgOGKl2c/dRR3NX53Owgc5rLVXt5XkTq4w3uAazkXE3Lqxs7aFUlvJFJ43K4BNV9A07T5tcF5b3dzcGAFNsk29VJ749cVzuoXAY/vyxwMDB6Vp+CN1vFIqKyl5S2XGM0km2auyidL4t19dFt4iE3s+eM44FM8K6qmqafDejH70HIBzgg4IrnPiJpxv76zZpWVPJKsqk8nNVPCN8NMtTZkt5aOShPoafUnkvT0NLWLw2vxNDzygQ/Ywsa+56n9KveJtRf+yIJImLKJlBRRyxxxz2FZnjPT11JbPVbY4ljPlyMOTjqKhkZv7LgiJJJkUnJ5GKNSoxjZM7HQlmaFZrhgZWHQdF9hXMfGXwufEHgs3tuha80smdQOrRn74/LB/Cup0iQeSuemK1S4mDwRqrsykMG+7g+vtVQOasrnxDnFSliVArrPHehnQ72a0n0tbKeJ/lC/dZCSQwP8QPT2xXIAgitzlRIvPFX0VNoDLVKNSRkVJi4KFgDt9aS1B6F4CADO2rFqkctxGoA61inzq3dG0q9jeG8nUpG7hVDdTVqyauKzex0erRxwWsLpEgfbycVWtNbulUJiHaPWIVJrchdxGoJx6CsuKCfIxDIfoprSu43HTTsdFDMl2v76KMn1CgVDewRw2r7EUbiOg+tVrWG9422sx/4DVy5juRYyfaYWj/u7u9ct1c1a0MvQX8vxJp7d/tKj8+KvXybdRuV/2xWTp8nlazZSDqtzH/6EK2NTyNauh7n+ZrWJkzW0xv8AQI/bNXd1ZmmN/oij3NXs169J+4jzKi95kiviZD6MDn8areL/AN34wjk9LpD+e2pC+Oe9J47IbX45lGMywt+i1y474UdODXvM5fxsHPidMSOubWPIViM8tWPFYxuMsm4+p5ra8ZZfxJb4/wCfZB/481VIBx9BXnROye5Elkg6KBTxZrjGBWjZ2N1fziGzgkuJf7kSliPyrvtB+EOsX6iXVblNPjI4jADyH69hWljM8y+yoq54Aq4dKmisor17eRLSV9kczrhHbrgHvXv+jfDHw5pDCSS1N9MP47o7h+C9BXDfHJHjXRPKAS22SoqrwobK9unSqilcDnvA/guDxNfSXN6wOk2zbGjViDcSYyAT2UcH3r1e+jjiKRRoqIqhVVRgADoAK87+D+sRiO/0t2xIWFwg/vDG1h/I1311N5s5I+lZTupWN6exBszVaaLJ6VdFI8eaykjoTsGmnau1q1QR2rPhj24NXUNTYHuONWIe1QDrU0Z24oSJZzHxC8ODXdCkliJjvbNGmt3HcgZKn2IFeKWFybqzSWTAfkMOnIr6K1u5jtdDvbmUgJHA7HPpivmS2uzHF9pjABEjShWGR1zgit6Uea6MauiTNvG7GOc9MVKtpPJysTY9+K9qi8D6Vr+jWeoQR/2fcTwK7CFQEBI/u1zuqeAdY04F41F7FjrD94fgefyqZRaM00cNY2Esc6SyMBtPQc1rHAAqmNQs11D+zy4S7GcxMCGGPXNW2rPqUGfWmNQTxxSE0mAmeKOvWkzRmkMKcMU2jNMD6NooorqMgooozQBzHjfTvtugvIibpYDvX6d68st5AySRHB4yK9n1K/tI4XhldSWGCK8Z1LTrq31NntV3R7uD7GiUZctzWjNbM4rxBGYb3zgOG4NR2WivfvCFQyPKQqRqPvE11N3oMl2TJduscY5NdP4Gj0qSzlvrKaOZ43MA29Y8dfz7H0qYxaV2E7SdkL4Zt0sfDkloFVZYruZJQOzKdv8AICrLIOc1Uv5G0HxBLcSf8gzUWG9u0M+MZPoGAHPrWmYwRuHIPSpm7msEkjMmgDA7h9KgS5ntjg5ZK03Tiqzx+1Yt2NUWLe8jnTG7n0NOmCqCc1mmL5/l6+1aUFn56AOzUua4NWMeWGS5mLRxM6r1IXgVuaZtgjTBAfnjvUVv4q0dNRn0U3CJdW7+Xsc438D7p6GrziGcNj5W7c96dmtSlaS3K2vQz3dqJhKQyDbnGdo9RWPZ6cscDyuSxXI3E9a1dQGoRaYy2UiGRgFO9c8d6fFbCbSliVsnbyT3PemvMuN0tRy3y3VrDaoAxcjdjsBSXFqI5T8uRnNOsLVLVg2Oe9T6vqFtY2MtxcOEiRSzMe1WRexYsZ38wW8HLOM5PRB6muhjkXTIQqje8g/drnDO3cn296+e9D8Z63eeO4Lqw+ZZGCLaSMfLMQPJf+ee1e5wXDTzGeZsyN+QHoPaqaUUc0r1H5HMePvhmPGlvDfC8kXU4ARj+GRSc7QDwuO3615R/wAK1hgmaGeS5WRDhkbAINfTFu3yjvXM+ONMZ7NNTtx+8iIWXHdex/A1nKUraCUUmeNQ+ALJCMpI31etGLwdYxxhDACvoSa1xLcZ+9j8akAdid1wOPesVKXQ15YmZF4V05DkW0Qx0+Wr40yABQwBC/dB6CnhAeWnA9s0bEBwGLVLu9WxqyAWNt1wmfWpFtbZcfOBTAqD+F/ypRjtGTSbYycC2X+P8hWD4nMTW8QjOeHzx9K2QjnpGfyrH8RxuI4Ay7QwfH5CqpfGiKj9089D+VPHJ/dkVvyNdBqw/wCJ1O2eu7/0LP8AWucuOEf2zXT6sAbxJP76KfzUGu+Jysn01v8ARyM9Gq/urJ05uGrSzxXpUZe6cVSPvDmbg/SjxmktxqNssKNLJIkLKiAlmOB0A+laGi6DqOv3Pk2UBKA4eZuET6n+leyaN4asdGjSQIkl4sao1yyjcQBjj0HWsMVJSSia4f3dTyN/hNr3iPU4b2Z4tOt1jVcTfNIcEn7o+vc11mk/BjSbU51K/ub3/YUCJfxxk/rW5r3xJ8PaBM1vJcG5uAOY7f5sH0J6A15/q3xq1KZiul2sFqn9+U+Yx/oK5o0n0NpTcj2DTNG0vQ7bydOsYbWLv5a4z9T1P41W1PxXoOjoTeanbxsP4A25vyFfOOqeMtc1hj9t1KeReoUOVUfgKyPtY6mtVR7sjmPbNW+Nel2smzTrGe99S37tf5E15n448dXfjOGGFrGO2gt5DKiqSzbiMHk44rA+1p61HLOsiYU4atFTiieZlGw1O70q/jvLKdoZkztde2eteueFfHtnrmy2vCtvfE4C5+WQ+x7H2ryGWMOeF2v3XsfpVX543xyrDn0OaynTuawm4n02GAOKsqAy14Bo/wAQ9f0hRE0y3duvGy4ySB6Butdvpfxe06RFXUbG4t3/AL0ZEi/0NcsqckdKqo9LC4p6nAriB8T/AAyVz9rl+nkNVK8+LejwKfsttdXDdvlCD8zU8kuxfPE9JVxVLVde07RbVri/uo4Ix03HlvoOprxfUfit4gu9y2iwWcZ/uAu35muRvr+71O5a6vp5J5m5LOxP5elXGi3uZyqrodr4y+I03iWFtOs4jBpxbLFj88wB4z6D2rjUkRXRWUsm4blHcZ5/SqyknhetTR/u8kgFj39K6owUVZHNKTbuz6T8J/Ezwxq1pDai5XT7mNQn2a4bGMdMN0Nd1G6SqHjYMp6MpyDXxmRntWzpHiTXdEwNN1O5t0BzsWQ7Sf8Ad6VLp9hXPp3V/DGja3Ist/YxSToCEnAxIufRq5HUvhpIFL6ZehiOkU4x/wCPD/CuP0b40axbBY9VtYbtM8yR/I+P5GvTvDnj3RfEnyW1x5U2MmGb5W/D1qJUn1BSPLNS0nUdHk2X9q8WTwx+630NUdwI4r6DubaC9t2huIklibqjqCDXF638NrCa3eXSd1vcjkIzZRvb2rCVPsaKZ5eTxmkzUt1aXNhdPa3cLxTIeVYfqPUVDnms7F3FpQKQHAoyKEh3Po+mllUckCqZmkbqcfSk+U9efrXXydznciY3ke7ABPvio5LwlSFGPqaYSgGAaryRgtuL8DtWkYInmZmXOnJK7OxYlu+awtVtrewt5Li4uFhhjGWd+ABXQ3F5vla2sYWubleqLwqf77dF/n7Ult4XjmnS71kpe3CHKRFf3ER9VU/eP+02T9KuU1aw4pnifjCTxBqehT3mm6XcLoaH95dfxSj129Qn+TXCeHPE194a1MXdm25G4lhJ+WVfT6+h7V9hSxZQqVBUjBUjjHpivFPH3waEpm1TwtHhzl5NOyAD6mM9v938qwlqaXa2NvS9Z0jxfo7tCVljddk8EnLJnsw/rWZb3U3he7j07UJGk02Vttpdufuf9M5D6+jd68TtL3UNC1Ey20s1pdxNtccgjnlWB/ka9CsPiZYanZtY+I7EKsi7HliXeje5XqPwzWLizaNRPc9KkAK5FVHOK47TfE9ppE8do+pR3ulSHEF15mXg9Fcdce/bvXVS3dnsyby3H/bVf8aykmbxmmSptLZxU9zqEOmWE15cNsihQux9AK5y78VaDpgJudSi3DokR3sfwFeceMPG83iJfsdqrQaeGB2n70p7Fvb2ojTbJnUSMmeabWdekliDebd3AKKOoZ24/nX1PN4RVLeM20pEyRqrI5yGIABIPbNeN/BnwfLqWv8A/CQ3UJFhYsfILDiWboMey9frX0MkxR/m5Brdroc0ZNO6OEuY5Y1lhdTHIoIw3Y1Ws5RDbxxnOVXBNeh3Vha6goE8YfHQ9CPxqmPDOmKP9S5+shqOU3VfSzOHmudoJxn0ryn4g+KW1Fhplu/7mNj5pH8TA9PoK+jhoembWhNnHhhjPUj8a86uPgXpjHzI9VuN5lLnzI1I29h+Hr3qkupE6t1ZHJfDfQ4rXTE1ObDXN1k4x91AeB/WvT45D27VgW/he78MWsNtPIsqAny3T7pGePocVtW/OG9qlq5pF+7odNp0nmW4z1FW5okuIHhlUNG6lWB9DWTpkpQkZ61sqcjNSTI8j1GwGl6lLaSbiYzgHHUdj+VRI0Kj/Vk/UV3fjDSftVn9uiTMsC/OAPvJ/wDWrgBInYVzyVmWndFgTQjpbr+dKLleixAfjVcyJn7qn8KcJQOVT9KkosCZmIITn61IZLkDgKBVdLg+hH4U4XDnOMkfSnYLk2+7H8Y59K57xSZcWhmYn74B/AVufaJOgH45rA8VF2trVm7SEfp/9atKSXMRU+E87uAMOPrXR6od0GnSf37aIn/vjH9K564B3v8AWtm9k3aNo7f9MQv5MRXZE5WPsmw+PWuo8OaHP4h1ZLGFti43Sy4zsX1+vpXJ2hAlXPXNexeGZrbwj8PrjXrgBZ7rLLnq3OI1H1610xm1CyMJRvK5vahr3h34faSlmZcMilkgQ7pJCe5+vqa8d8U/FXXNeaa2tj9hsHG3y4z8zD3br+Vczql5Pql9PeXUzSzTMWdie/8AhWW4Kk0RprdlXFzk5PWmknOaaDgmndRWgDMkmkyaceKZmgQ4YJ5p6qo5J5qHPNJnmgCdyjcGoZFOOzr6MOR+NGaSR9uAO9JgitKqfw7ge4PNR7farLkFcUxVGeKhq5aIQo6c08YAAFTiP3o2c9aVhkaqT2qVIs9T+VKFGKkUHFNIlsUKF4AwKUgUvWkxV2EA68VIDxTAopadhXJA3FPguHt5Q8bFW9QagFJkkUxHpPh74ra1prJFcOt5bqANk3UD2br/ADr1Lwz8RdJ8RzLa/Na3bDiOUjDH0U9zXzPGCxrTtHZQMMQQcgg1LpxkLmaPpXxV4Yg8RWXGI7yIHyZR/wCgn2NeKSxS29zLbzKUmico6nsRXZ/Drx5cSXSaNq0xlEny28z/AHgeyk9x6Gr/AMTtDVFg1m2jUZbyrjHfPQn+VcVWm0zeErnnZNAOaZuFOB9KxsaXPdxdP0GAKTzmB5xUSxlzgDNMvZRY2xkKb5CwSKPPLuxwF/P9M16b5UciuySa9EeN5AycKqjJY+gHerkNrJOgecGMEfcBwfx9KTT9MFsvnTutxdsPnmx0H91R2X+fetAMK55T7GqgRRQRW0QigjVEHQKMU4sRUlNZazLG+ZntTHGegp2KMVQHG+LPAHh/xYpkv7QxXmMLd252SD6/3h9a8g1f4G+IbNnfTLuz1CIH5U3GKQj3B4z9DX0Y69aiMY9OKAPkHUPCHiLS5GS90O/iI6t5DMv5jIrIe3kR9skLq3o6Efzr7XUEdCR+NMltoplYSxRuGBB3IDkGlYR8e6Z4W13WXVdN0e8nD9HWEhPruPGPxrtYPhDf2ENvc61dwRvJcQxJawHexLOAdzdAAM9M16mqzeBdRWEu58MXUm1QxJGnyE8f9smP/fJ9q0dZVbnVtGtcgt9r87H+zGjNn88c+9MDo9Ltra0t47W1hSC3hXbHEgwFAq6/B5qlbFkarrkFc1DGOt3y2Kt54rNgkxLV5jjp0oAa6/vVanyLlaaD8wpZG4xSAoanp66lpzQ8Bx8yE9jXGRCSF/LkBVkJBU+tegx+lcv4jtPLvFu0Hyy8Nx/EO/5UrGkJa2G2kgBBzW7BIGUc1y0EmK2LS4PQ1LRozXIDKQcEEdCK8y8TaE2kXZlhx9kmY7OPuH+6f6V6TG2RUOo2UWo2UtpNkJIuNw6qexHuKzkrgnZnj445wPbin5fGNh/75qrpOqR3E91Y3Meb2ymeGULuw4U4DAZ78VrrPB0Fr+YP+Nc70ZqncqBZCfut+AxShJScbZMVeW6RfuWyj6LTjeSEY8th9MUrjKixyf8APMj8ax/FSMulQswxidR+YNdCztKBuEtYPimPbo44b/XKefxH9a1o/GjOp8J5tct+8f61pXRz4a0pvQOP/HjWZdD96/1NajKJPC+ngnkO4/WuyJzM0vDmmNrPiCxsFBxNKA5HZRyx/LNb3xk13zteg0O3Oy10+NQUXpuZQf0GK3PhPpMcNvf+IrnCpApiiZunAy5/DgV43rWryazrl7qUjZNxMzj2GeB+WK3gZtBDdE5DduKkchlyKy45NtyQTgNV9W+XFap3JYwnFAbmkcYpg4qgJic0mKYDmngigBpWgIOtOJ5ppNABkZqOUZXNSDrSNyCKTArjk1MgwKaE5pwUg9aVh3HUmKUUtFhXEUc08Ug6U9elNIQAcUuKKKYBR2o70Y5piDimtTjxUbnFAEkEyo/PIrUgZWUMOlYYHzVoWbsuR2xnPpQmTJGnNMYLdpFbBHQg96920m+/4TPwJc6fK2btYFUt/ebGVP5ivnaa68/ZGvKlwT7gf5Feq/C3WDbeMV00t8s9sUI/2lG4f1qa0VKNxwdmcwCQ2GGCOo9DT81q+LbJdP8AGGp26LtTzfMUezDd/WsgV5r3Ok95WRyMA49MVRjBvvE6BiTFp0G8j1lk4H5ICf8AgVcW3i7xjqy40nwythC3AuNTk2/jt4rpPh+t9JpF7ealcR3F5cX0gkliGEby8INvt8prvqGEUdaknlOP7h4NSsdrYqFhlcU+NvMgx/EnWsWaInVhSseKhQ+9SZ4qCgHNGKAKeKaAgdajxVlqhIoAYBzTgM0YpR1oYFO+s4by3ltriJZIZVKujDIIPauX0jSLLw9q6QCYhJ1KwLPMXZMfwpu524HTtXaMma4jxTboupxzXEUZiUZD5IlQ9ihHbPBoA6zG1gRyD0NWSN0dc74cvxe6SGLZZHIwfvAHkZHYkc4roImytAEP3Xq+G3Rj1qhMuGyKswN8mM0MCVT81DtTAwzRnJqWgHx9c1Xvbdb2ykhYgFh8pPYjpVoYUZrPS8uZDmNEC/3mpDRyi7o5CjZVgcEehrQt5CCKzdX1axHi19IMi/bvsy3DKOAwJI498DJ+tWEnVACSB+NDNk7o6G3l45qDW9XtdJ0ya7uZRHFGuWYmuS1zx7o/h2FjcXSvMAcQRnc7fh2/GvEPGPj3UvFtxtf9xZIcxwKc8+rHuajlbFKSQo8TSr4ul1iBNqySsXj/ALyseQa9Qt9Ssri3jnjuI9kihl3OAfxrw23961LSbHy+nSlVpJq6JhUaep7Cb2yU83cA/wC2i/41G2raYq5+3Qg/9dBXlzTE4bZ29D/SjziqklAPX5TXNyG/Mem/27pSctqMP4PmsnxDqdrf6PMLWYSlNrNjPHzDHWuLFxkfIFJx2XNXrR3bT79HVhmEEZXHRhWlKNp3M6kvdMO8B81vrWlG2fDtmvpI/P41nXgxK1aNohuNBtYk++ZzGPqTXUtzBnrV1INB+BJKcPPaA8cfNKf8D+lfPY+UkAcA17z8XZV0vwFYaSnG544wB6RgV4OeK3iSRy54YdRV2F9yqfUVUJ3cVJasQpXPQ007MTRcJB61GeKd701q0uIBRmkHvRRcQ/NFFIaEIBSjgUAUvbpTGM704daTpRmgB1NJ5oBpD1oAeCaeDxTBS0xjxn0paKQnFBIo60opue9KpzTEDdahc8VI7VA3JpMY6MZarVwfs9iOcPIf071FbRmWUKO9Vb+5+0XTbT8i/Iv0FTeyDcu6MnmXu9/uxqTz7V1fw+vmHxG0qbP37jafxBH9a5aAC106Rv4n+UEVqeCpTH4z0l1xkXKY/Oj7Nh21PVPihZ/Z/EUF0OlzFz/wHArigeK9S+LFvu0zT7kD/VzNGT7Muf5ivLa8+W5sjq7jU4hJm4u3kI5OWrvfA8Pk+CNJO3BliMx/4Gxb+tfLr313PkmRySD3r6z0aAWvh7SrcdI7OJf/ABwV3VKnPsZKNjQBzTUbyrgH+FuDSBsNSzJlMjr1FYsomPDkU9elVmlDQpJ3HBqWN81NiiWn9qjJpQ3FACmmkUAk06gBuKYalPFMoAQHjFVbu0gnAeeFJEAKsGXPynrVvHFLjK0rAYVhp9tZyyGzhijikRS4jGPnGRk+pxj8q0ozgVOyjGAKi2kGmBDe3VvZ2st1dSLFBCpeSRjwqjqTXmPgf4oX3ibxvd6b9j3afKGktmXhoEXu/qG/Qmub+MHjwajcP4b0yX/Q4X/0yVTxLIP4M/3V7+p+ldP8G/C50fw++s3MZF3qP3MjlYR938zz+VArnqaNyTSq43EVGh4poOH9qALLNiNjnoCazbeTMaHPGBVyY7beQj+438qx7DzZbaM7dq7R8zcVLQ0zyj40eGbiG/i8WWTyBWCw3O0nMRHCMCOgI4+teWv4m13yTF/a94UxjHmmvq+8trC5sprS+X7RBOhSSPHBU18qeKtDk8O+IbvTXJZI2zE/9+M8qfy/lVBcxHkeRizsWZupY5J+tKDikApwWgkniarcJJIwcVUQHoKuwwXEsMzwQSSLCoaVkUkRqeMsR0FAHSeGp7G6ke1v/MLtxAV/i5xzW9q9nAmox6ZotsWuTw7ueF9a4C1uHt7iKSJtjxkFD6Ed69A8Oa9EIbiZrBZ7uUhfMc8Ivt7k5NZyilqawl0JoPC8NuB9svRI+eVQ4FQava2FmjRWZBZoZN/zZ7DH9a2pLuZZbcJDbBpGxsCZ2+5rA1dI4pziQu7xSbjtwM47CphuVP4TjbwZcn1FdH4Jtvtt7pFseQdRXP0HzH+Vc5dHOPpXcfCe3Fxr9qT0t2lm/wDHCB/OtI7mXQ1/jpJ+70dc9Xmb/wBBrxdua9m+N6F7XSZeuySRfz2/4V4wxrckQ8U6FtrsPXFRbscGljb98Md6lPUGX0ORS0xDgU8GtkRqIaRRilJpM0wHCl5poNLn0poB2eM0uc0zNJk+tFwHMOlJSZ4oz61NwFApMZNGcUpIp3GhegpRzTQeKUHFCAkFLTc0pPSqJFI4pBT9ueaSmIikqMEVI9MAzSAt2p8mOaf+4hbP4VkWgMsoz0HQVqXx8nRXx1lZU/Dqf5VVsYwi7qzlvYqO1y3eyALHGD0FaPgoFvGOlD/p5j/nWFcPvkJzmuh8AKX8a6X7XCmkxn0P8SYPN8F3T4z5UqP/AOPY/rXi+eK908dJ5ngXVx/0x3fkwNeEbq457mkdjnUslSNsLyRivquKMx2NqpGCsKLj6AV8uGYCVR6sv8xX1W4Bto2HYCuyqkmrEJlRm281YiIljwahZNykVFDKYJcN0zWTKHOu0SIejdKktn3RKT1p9zGJIxItUbB8M8ZPIc8fWgDTJo3D1qCeQRnFQpI0nSlYLl8EHoacDzVaIkGp80noMeabtriPil4vm8KeFw1jMI9Su5BHbtgEqByzYPoOPxrmvCHxts70paeJY1s5ycC8j/1Tf7w/h/lQK5653xSio4ZoriJJoZUlicbldGDKw9QR1qXtQFyM8V5v8WPHI8NaT/ZlhNjVb1CAynmCPu/sT0H511XjHxVZ+ENBl1G6w8n3IIM4MsnYfTuT2FfKmqanf+INamv7x2nvLqTJx3J4CqPTsBQM3fAHhOTxf4oitHVvsUX767kHZB2z6sePzr6h8lIo1SNQqKAqqOgA4Arm/hz4SXwj4Yit5VH2+5xNdsP72OF+ijj866x1oEQJxSDmTFKRtNCjLZoAfJxGwH901zCakSgHUjiumkOVNee2NyJpHQcNG5yvfr1poRvMWnXLtx6V5n8W9AE2jQaxCpMtq4ilP/TNun5N/OvSYienUGi7sLfULaazu4/Nt7iMxyIe4P8AWrtcD5Qp616pqPwTuluGbS9ZtmtyflW6jZXUe5UEGtzw18GNMt5Vn1zUDfkci2gQxxn6sfmP6VFmFzzvwd4H1fxheiOxj8u0RsTXki/u09h/eb2FfSXh7wfo3h3QH0e1txJBMpW5eQZeckYJb/DtWjYQW1lax2tpBHBBGMJFGoVVHsBV0HNAz5S8a+GZfCPiufTjuNs37y1kb+KI9PxHQ/SovDmsHS7xgeYpRtYHoD2Ne6fFrwmfEPhc3trHuv8ATsyxgcl0/jX8uR9K+cFb5uD1GaTVxrRnplz4vtzdKyhcKuBge1Yr339q3owACRJ/6D/9auLeYhiCxrZ8Nzlr8bjkZA/MEVnFWZpJ3iVbg/IPpXofwZXdq14f7sDfqyV53N/qxXqPwSti6atddldYvzAb+lVH4jN7F74xW4l8MrLjPlTKc+mTivCHHPFfS3xDs1uPCGpq+AFhMmfTBzXzUynB56GtyUQstIjYkUnjmnnpUT1k9GMvjpUgPFRKdyKR3FP4roRmxTyMd6MUhbmkz70xkgpaZmnCquSGMUUZ5pRSYxvSjHNKfakzSGLikI70UZoAUg8YpaQnAoBz1oAkWnHmmr0o71aJZIDSZoB4pM0yRpGaWJMtRVqzjzKM80htkWsptt7WL1Yt+QH+NViwjiwBzUmqTiXUioPEKhMe/eqcjk1nLctLQax5rqvh/wDu/F+ny54Eq/qcf1rk+SwrrfCrC1v7KbHLXcKA/wDAgTQgZ9N+JIftXhTU4QOWtX/lmvndSWUH1r6XkQS2LoeQ8ZB/EGvmgHadvocVxz3NIs5m+nKRFl6rzX1rpNwL3SLaTOfMhRx+Kg18fzSBkYdeDX1F4HvTc+DtEuAc77KIH6hcH+VdU3cjY6EoVJBpkkIkXpzVxlEq5H3qiKFTzWVyipC7W7bJOYzWbcZtdXQKfllQgfUcg/zraZA64YVi6xA+LZ0Yb4J1bJ/iTow/I/pQBO8rOfmNSwuFFV8FmwKuw2ucFqoCaM/Jup3mc0kmEXaO1RICaloR8+fGSXWbvxa017Y3EGnQL5NpIy/I46lsjjJPbrwK85zX2ZJbxXEDwzxpLE4wyOoZT9Qa838UfBfRdV33GjSHS7o87B80LH/d6r+FIZ5D4T8e634PmAsZ/NsycvZzEmNvp/dPuK978N/FLw5r2mS3MlyLGe3iMk9vOcMoA5Kn+MfTn2r568SeDNd8KzbdTsnEROFuYvnib/gXb6HFafgrSdKudN1fVtX06TUIrFoIobdJzEryyPtG5uw6UDKvjvxhc+MvED3r7ks4vktIT/Anqf8AaPU12HwY8F/2jqZ8R30WbSzbFqrdJJf72PRf51y3iTQdNttU0y7tJjZaTqjN8kp3tZlH2SqcfeCnoe9fSug2+mWeg2Vvo8kT6fHGFgeNgwYeuR3J5P1oEaQpSMikFPoBkDpmmqoFTsKiII5xQAkq/JkV4PH4ttNP8a6npV4/2aaG7dI3P3W5yOe3WveuqEV8k/FW38j4ma4uOGmD/mqmgD6R0uSK8gDDG7HIH8xV/wCyYbJ4Ar5o8F/EnUPDM8UNyWurAHoTl4x/snuPY19D6F4l07xDYx3dlcpJGwxweh9D6GqTAtsqrKRinoFU8UXsTRkTr0Aw1QrKMA1bJNKKUcVaSSspJatxS571LQGirZr5p+KfhEeF/FHn20ezTb8mWEDojfxp+ZyPY19Ixv71z3xA8ML4r8IXNmig3cX7+1PpIo6fiMj8allHydejBVgcdq1fC0h+2E5z86fzNZF2WG5JFKsDgqRyCOorR8MttnlPYFD+pqOpX2Sab/Vk/WvaPgtCIvCd9PjBmvSPqFQD+teMTjCOPRmH6mvePhVbmP4eWLYIMs0r/wDj2P6UQ+IUtif4lTiHwTqz5xmDYPxIFfNfVc1758ZL1bXwj9k3fPcyooHqAcmvAg3H41uSiF+GNNapnGRVdjt6is5IaLVuSYV9uKmwfWq9qd0RHo1WR0raLuibCc+lLRSYpiCn0iilx3qhXDI704U2ndqQCE80lB5zSUDFoXk0h60q8mi4A3SkB5p0nAFRjrQBYXpSsORSRnpUjDvVLYkZSE8UtFK4Do1zWlbKIUaWT5UQFifpVO3Xcwz607XZmg05Y0/5bNtP0HJ/pVN2VybXZitKZZXlP3nYsfqaQtUag4FSKua502zYkt4y8owM810c062VzYRqwBgkSR/Zsj+grP0iFVkaeQZWNd3NQyyNNI7Mcs2TmtUtCOp9j2biWziYHIZa+abhTHeTof4ZXH/jxr6E8KXH2zwrpNyTnzbaNvxwK8B15fJ8SalGOi3coH/fRrjqI0iefo+5iCeMGvoz4W3e74daTg52CSP6Ydq+bkjkkDmNCxRC7Y7KOpr3b4GX633hq901z89nc71H+w4z/MGtkwZ65byB4wwqfcDwRVdYlt+VPXtThIDUtBcmKKeh5rP1SzaW1kOcEKcGrcgJAdT9aqXMz+URQFytZTxPEkmRlgDWgJFx8pFcklwYJ3hBwFbge3WtGG7dRk5IppCNgqXbNSLHioLW6WQe9XNwxQxjG44qte31tp1lNeXk6QW8K7pJXOAop1zP5MMkpR3CKW2RrlmwOgHc18yePPHupeL74wsr2mnQOfLsycHI/ik9W9u1IRe+InxMufFsrafp/mW+jI2Qh4a4P95/Qei1zPhrxBc6DqDFLdb20ul8m6sJOUuUPYj1z0PUGsTpzXuHwj+G5j8nxLrUOH+9ZW7j7v8A00YevoPxpDOF8fwa7HJp66j4cTRbC2gEVpFBlo1VjuOW/vZPOayfDni7XPCs2/Sr54kJy8DDdG/1U/zGK+tZ7S3vLd7e5hSaFxh45FDK31BrzTxF8ENF1Fnn0e4fTJjz5WN8P5HlfwNAEfhj416TqJS31yD+zbg8ecDuhY/zX8a9OhuIrqJJ7eZJYXGVeNgysPYivmHxH8NfE3hsPLcWRubVf+Xi1O9QPUjqPyrL8PeMdb8Lzb9KvnSInLW7/PE31U8D6jFAj64XpSN0ryTw/wDHTTrgJFrtjJZSdDNb5kj+pH3h+temaXrWl65bifS7+C7jIzmJwSPqOo/GgZd28Gvl/wCOFqIPiNLIP+W9tE/5Aj+lfUmPlr50/aCtQniHSroD/WQPGT67Wz/WgSPHcVteHvEupeGb8XWnzYz/AKyJuUkHoR/XrWPingCkUfT3gvx1p/i+waNG8u5UYltnbLL7j1HvW7Gj7zbg/vUHAP8AGvqP6ivk6xvbvTbyO7sriS3uIzlJIzgg17b4P+KlnraQ2OusllqKkCO46RSn6/wk/lVqSJaPR1kKttbIPoasxygGoftpYAXEKyjHU8HHsafELO4JENyYn/55y8GqEakEoNaEbZFYIEsHLEEeoNXbe+TAG4VLQXPn/wCN/g8aL4gTWrSPFnqTEyKBxHMOv4MOfrmuD8Pna1wcdl/rXrPx+8RI1tpmhQupZnNzMO4A4T6Z5/KvJNAOftH0X+tZ9S1saN4nlyTKezmvon4awgfDjRNveFmP13tXz1qXNzMexw3H0FfQHwtuFm+HWkqD/q1eM/UOf8acPiCWx5f8btRNz4rtdNjOVtIC745+ZzkfkB+teX9/euv8Y6jFN4w1W7YeY73MgB9gcD9BXJyzCaUvtA3c4FdHLYzTuMaoZKn7GoJOlZzLQ+0OGdfXmrVZ8DFZ19CcVfqoO6Ex1LQvNPrRGbE7UhpSabnNMYtL2pKdjikAztSZpTTaQx2aVeDTKkSgYS9BUdSyjioc0MRNGeatKMpVOM81oRDKVcSZaFZhg0mOankX5jUOMtihoLl6yiLMDWbrl6s14sMeDHCMf8C71qpKtnYTTn+BSR9e1ccrE5JJJJyT71lWlZWRUFd3LqOGOKtQwl3AHeqVpGWkzW1FiMA8UqeqHLQnnZYLUQL1PLVQQHeBUkr7mzTYx8x+lb2M72PqP4ZzGb4faNn+GIp+TEV4jr8vm+JNSkHQ3cp/8eNex/CdwfAFiM/ceQf+PmvEb5g+pXUnZp5D+bGuKrozWBzEFi8FrcSrckhozGybeqn3r1v4CWEkEOtai5wh8uAL6nls/qK8meR7eNm7AZr2P4G3S3+ka1aBsOlxHL+BXH9Kq1hs9QlnLt1polxzmp/sJXvSi096LiFhulAAbp71LMiNESvQiojaEdGpEEkZxQBx0ykapLk5Bwy/Tp/StW3UMlGs2UcV3BOnytKpUp245z+tLB+7Yehp3GSLvifcprXs5xKApPNUGQYz2NMVmhcEUbiN7yBjNeb/ABD+Fdv4mWTUtM8u31cDJyMJcY7N6N/tfnXoVpdiRQD1q5wwqWM8F+G3wpnmvzqviS0aKG3kxDaSjmRwfvMP7o7ete6AbRgdKl2UhXFK4xtGaQikpgIx9K5LxD8NfDXiYtJdWIgum/5ebX92+ffHB/EV14UU/FAj5+1r4F6zZlpNGvoL+IdI5f3Un5/dP6V5/e6Tr3he98y5s7/T7hTxKFZPyccH86+wSKhlRZFKuoZT1DDI/KgDwDwh8ZtV06SO318nULHp54A86P39H/nVz45rbat4d0fWbKZJ7fzf3cinhkdeP1WvQvEnwu8NeIIXdbJLC7I+W5tRsOfdRw1ec6n4N1HTPhTrWjX7CWWxne4t2X7rIpDAr6A5bigR4gFJPFTKhHaoVVuqk81aEFwULKc47VLZQwxnsKQxEjBFMLy9CTSqRnLrn8aWg0jqfD/jLxLogSGzu3ltlPEEw8xR9O4/CvQj8TrBIIn1KxuoSygmWFQ6bvTaSCPwryfTItPmuUWW4nsyTxLH820/TrWj4g0iexgYvqJv4SQySKxwffBqlKwctz0cfFTQBHvJvVGcDMJGf1rM1H4w7I2Gk2btIRgSXJAUe+0cmvMLWVVt7iCVkMTpnBOTuHTb71XER3YU7gKHNi5Sxquo3mr6hNf387T3Mpy7n+Q9B7Vc8P8ABuPov9aoraysQNmM9MsBWrpds9v5hfZ82MBXDHv6VBT2L96N0m7PWIV6d8KPESWfhDXLV2Hm2Ie7jB7qU5/8eA/OvMrojZGefuYrovhpplzqurapDE3l2kthLbXEp7b8bQPU5AP0Boi/eJa0OKlfz38yU5Z/mJ9zVG5iMJBHKnoa6PWPB+u6JJMtzbI8cClmmikBXaO/PP4VgGcSRGMng11uSZCRAJQVxjmo5DkUrIVJIGRUZYdOh9DWLdyhmSCCO3NaecjP41lswxWjE26JD6qKqm9WEiZGGKduFRDrS5ra5mxxOaSkopAkPp2flpg60/8AgoGRk02nNTTQAo7VLH71EKmjoQMWTGKrHqatSD5RiqzcE0MELGcMK0rblazE61o2rEcdqqG5M1oSypUCqfMxirjjK8U2KMeYK0ZCfQpa9KY7OK2XOZPnb6D/AOvXPRrkmtjW5PMnZh91RsFZKtg9K46usjensadiqjnvV7tWPHMydBVqO6LcE1pTmkrCki5tBpyqAahEwI608PWqkmZ8rPdfhVq4j8HatCW5s1aUD6qx/mK8qUlvmPU8n8a6L4bXbsuv2C5LTaZKVAPUrzXORn5RwcYFclf4jWGxjXRDwuO2K6T4P662h+O4oCcQaght2/3uqH8wR+Ncoz53VUtb6bTNQt72HPm28yyr9VOa0luM+0YbuOUDJGanwrDIrmrBmurOC7iyEnjWRfowB/rWrbzSpw2SKlxBF/yzRsCgk9qcrhlzVS4nJyo6VINnI+M9QFtrXh1ScLc3M0H4+XkfqK0UG6NT6iuE+Mmof2bH4Wu8kGHUmlJHoFGa72xKz2SupyMAg+1MEWYTlcUSR57UAbcMKmHzCmgKis0LcE1pW14CArVUeLNQ7Spp2uI6FXDDincVj294y8NyK045lcdahqxQ8gE0mKf9KPwpAMxRin8UlMBpGKYakNRmgBf+Wdc7q1ul281tIMpNGY2B6ENkf1roj9ysO7BN2SOwzVRIZ8fT2rWd7PauPnglaJh7qcf0qzFIU6HB7V0fxL0r+yviDqSqu2K6K3Ufphxz/wCPA1y56Vm1qWh8yLIxdQAT1FVjEO1SlzxmkJzzQMrYZGyOtdBpvil7e2WzvLeO5tQfuuOR9DWMfemMinpU2Hc1L57KXRJZ7aHbKs/Jx0UngfzrIE5IHGPcVo2yFtH1CIc5VXH/AAE/4VmIF2inYLgxdxg8iu7+GXh6y1ybUheiQiER7VR9ucls5x9K4hSBXp3wfcLLrHH8MPfHd6wxLcKTkjWiuaaTPQx4U0OGFFTSrY7ehkXd/OtfR4YLFXhisUMLYysEWAD+ApjuTFwBn2Gam/4SRND0S4ubmMi2tlMkr46DP884Fedh5OVZanXWjy03ZHkXxc1FJPET2NlqX+jhBHPaIMeW4POSOvb6V5kYxzn5l7Mtaev3Fpf69eXtuZfKnmeZQ33l3MTg+vWs0cH5XBNe8zy0M2v/AAtuFByeGXNOYZ6x59waiPplwPpUMoa6DIxxVu2P7hPbiqZHP3s1bteYPoTThuKWxYFLTQcCnVuiQoHJoxSigTHDrTj0pOtKelAEbU0Glam5pDHCp4xUC9qsR8CqQmOk6Cqj8k1ckHHWqjjBNEhRETtV63NUFq/aAsaI7hIvoNyU5iIomfuBx9aF+U4pl2coqA9eTWvQzsYOpkCJB3Lc1n7M9CKuawxE8S/7BP61Wz8oKc+oriqayOiOiFWKT1X8aetvK7YVlyfemfKR8wdPpUsCRJMjNM5AOSAtJJDZMul3rcgfkaeLK/iG7y3IHoc0+Zpp5s2/2gjsB8oxUlvDqySo6rgKQ22R8g+xrXlSM2zufg+1wPGSXzoUsbaGQ3c7jCIpX+Iniotdks5tfvZNOAFk07tFgYG0nsPSvX/7Qsbf4SPfS2CWqT2Z/wBG8vHzHIAx355zXia8gZrnqPUuJxhn5PNPMTyMBGu/zBhR7nis93rp9AaBdf0U7f3bS27MDzzuGf1rS4z6x0XT/sWi2Fo4+aC3jjb6hQDWkIlA6UM5BIApnzHrS1YgJVTgVFNEHQlakEQpQhU8UCZ4j8fEb+xdEOOPtUoJ+qCux+G2of2r4I02djl/IVHP+0vyn+Vc/wDtAx48LaW+3/l9OT6fIarfATUftHhy/wBPJy1rc7gP9lxn+YNA0enheCPSlQ4NPddsp9Kbj0FNAyQc014wRQpwakqhFNkKmnRTNGeOlWCm7tULQkdKANCC5Dgc1ZEmaxU3IRzV2KUlalody+HFBqoGJPWp84FKwXJDTCOaXtmk70BcY5wKyZRm957rWrL0rMlH+lqfaqiSzxz45aVmLSNZRfubrSUj3+Zc/jmvIO1fTnxD0g654G1iyRN0yILmEf7SHd/IEfjXzEjB4wR3qWVEbg5ppU5qXFJipsURYNJg+tTECkKiiwy3pbjzXhY/LKhU/lWSF2goeqnFXYX8qdH9Dz9KgmAW9fGMPz9aZJFivVPgwiGXWt4BwsOM/V68vKEV6d8HwRJrABxlYf5vXLjHaizfD/xEevDasfBArK15bS88La1b3cwitTaM0suM7AMEHHfkCroHyYJFU7y2gvbC6sJifJu4zDJjrg/5zXlUaihVjJ7HdUjzQaPmxhGpLKHA7FelRk5Gc59yMVbvY7WG+uI4w5jV2VZeQWAPBx05qoNoOVZSPfivpOh5A3cuPvN+dMY+jtUjLu/hT86ieMKOQR+NZFDSeOGzVi0OYm+tVSo96tWo+Uj15qofEKWxYpc03pmkzWxI/NOFNWnUAPFKTzQvSkYcUxDG4qPPNPPvTM80hj1zkVaj6VWXtVmI8U0Jj26VVlHJq444qrIOTVSEiAdRWvpe0ls9e1ZOOau2Umx6mD94JbGvJEQ3tVeZcmrisJIwe9VLlhFHJKeirn8e1btaXMjmtUJa7LY+VflBqtGEbO4gccVNfFlaIHOCpP1Oarq3tXnz+I6VsTBHX7kmfxqWCSVJF+uKiQqCd+cH2pweJTkTSD8KpDZuXMFwXG26EUIHVepp+l6j/ZWox3NvfSSToflJAdR9QRisUXKE8l5SP75OK2PD1vf6xrUGm2NtG885wiZ27uCTyeOgrXmM+U+nor2aHwE974lS3ZhbM0wi5RlP3ce5BFfP4XHsPSul8Uarepaad4cufNjk0uAQXKl8pI/BBHqAOhrnARiuSbuzRI87ZSRwM/StC3le2hs7iPO9RuX6q3/1hUaWVvvA3SD6Grs1r5NtFEN5UElWfGea1A+w9E1WHV9Gs9RiYGO5hSUEe45/XNaQIPQ5ryr4F6i954PudOmbP2C5wh9EcbgPzzXpN7qdjpkDTXdzHDEoyzOwAFKwF2iqdterdwrNChaFhuR8jDD1FON8gYh45VH97YcUmB5f8fdr+BoCeDHfR4/FWFedfAnVxZ+NJ9PdtqX1udv++nI/QmvY/iroz+Ivh5qMdignuIgs8aL1YocnHvjNfNHgm/bS/G2lXPKjzxGf+BAr/WqQH2JLBvTIqsAVOCKNJv8A7ZaKW4ccN9avtEr9hS2DcoEc04HHapzbkdKBATVJisR4pNhbtVpYQBQUxwKdxFJ4DjgU2IMr4xV8IT1pwiUUrgMjXAyadks+KHbFCdM0AyTHFJ3pRzSHgUhkMp61ny/6wGrcj8mqMx+biqRLAkechYZQ/KwPcGvlbxVozeHPF2paUwIjimLRe8bfMp/I4/CvqUgkfSvLfjd4bFxYWniGBf31tiC4/wBqM/dP4Hj8aUkNM8XNJSA8UhNSaAaQmml8VG0uBQBIXqrM2VBzyp/SmtLnvURk5OT1oEXg4IB9a9K+EshWTV9pHKw/zevKoZsLsJ6V6R8LLuKBtWaWVYxti5Y47tXJjf4EjbDfxEeuJIXJyxx71Gjt++aFd0qRSui+pCMR+tYEnia1jLLCJZj6gYH61BHr96JA8KJEexBJNeLTl70W+h6c4NxaPHDDdSIH3jkZIyKrSROvDDg+orU16B49cuxMxZ2kLlgcbs85wPrWayJgcMfqxr6te9FNHhvR2ZAU9MUwo5PDjHpVjy19KYyD3rNxsO5WYFeC2TVmL5HUdsYquy5cD1qdjhh7UouzGy2QDTdtKOQCKfiuhIzuNHFKOtLikoYIeKQ0tNJpANPSmd6e1MoGPWrUVVAasxNTTJZYYZGagkXOasn7tQkHJ4rRoWxTI5zVi36mo3Ta1PiOGrO2pXQ2rVsriqGrynMUAByx3N9BVuyIJJJwAKy55vtl8ZQMIAFX6CtHLSxnFalG/cqVi2qd6ckrkjnt6VSAVf4jV7U0JmVgOEjyfzqmjKw+Zea5JL3jdbBkE8/MPY1dWC1RQ7c+zGqoWPP3cVMkUW4cN9c1UUDZcSaFSBGnX0Fe6/CvwXpE1nY+JDcXEl7GeYSQEjfn8T1zXh1vbROQGZwex219CfCZhpPgW4vL+cR2glMiyScAIABn86qekSUzkfinDDF44meNwZJIkaVR2OABn8K40Ve8Q6qut+JtR1FN3lzzFk3ddvRf0FZ+cCuJvU1RyB4brVxZzLAEY8KciqAbuTTwcrgMBnjJ6Cukk9P+EHjLTNAbXYNRvUtRIkcsZkOA23IIHvyOK5jx546ufF2pFYyyafG37qInlv8Aab39u1cTJbSW9wwnGHQ/d96sRptXc3U9aRNjt/AHxAvfBepZlM11psvyzW28naP7yA9CP1r6d0XWrHXtLi1DTZ1ntpRlWHUHuCOxHpXxgo7nrXVeDPG2peDdTE9qxktJCPtFqx+WQeo9G9DQ0UfVzWqmXzUYo+MHHRvqK+bPH/gZfC/j1L23hK6dcMLmEfwrJuyyj6dfxr3aLxz4fk8Mw+IH1GKGwlHytKcNuHVdvUsPQVwXiP4j+CvFlpJpV1HfxoTmK8MAxE3ZsZzj146VDu1oNNX1Or0+4Npejn93MAfxrq4bgMBXIbFm022lhljmQIpWWI5VsDqK1dNvDJEpJ571b1EdEGB6U1jt7VTWcg1KJ9wxTQrk4cHtTgwqqXpPMosFy3uFRs5qAyn1qPzRnrRYLlgc9alQDFVlkX1qVZRigRMOKink4xQ0ox1qszFjzQA1uahZMmpiCaAOaYhipjtVDXNMi1jRbqwuBmKeJo2x2BHX+v4VqYxzTWYYxQCPj7VdMuNF1W6026BE9s5RvcdmHsRg/jVAt7V7V8bfCqy2cHiS3BR4G8i6ZRnKH7jH6HI/GvFfsLv1vIAOnO7P8qzehoncieQc1Xds1oppUBJ83Uk6cbEJoXS7P+K8kPrhQKLgZWM0ggZ3Cg4zWtJa6ZFGQr3EsmOOQB+NVSqqfkXFMTCWxt1twy3TGbuhjwPwOa6XwPCA17kk8Jz+dc1+Ndd4FVC1/vYgAR9O/wB6ubF/wJHRhf4qOtRACOlXYY+Oh/PimLGjYG0VVu/EWmWWY5LpWcceXB87f4CvFhTlJ6I9SdSMdzjfEoz4iuxjoQP0FZJjGORWlqtwt5qMt1HGyRyYID9emP6VnkE9BX1NJWpr0PBm7zbIHXB6VA461cZGPY/lVVlIyMHj2okBXAzKPbmpCMmkRT5jfSn4xURQyWEnGKmNQRHDVYwMVutiL6jKO9J3pakaHCgmm59KMk9aAsNbpTQKe1NoAUdqniNQinocU0Jl8fdphHzUivlaCe9aXJFZMiovLKnpVjIIpyR7zihq4XGySGCwI/ilO0ew71XgTaucVJOBLOR1VflHp9aeowuDSsIy9UkdJ1CnAeLDfTdVJc5q7qhxcRj1jI/WqkfU1yz+Nmq2JY0BPNWUhBNRxgcVZi61tFCZYt7dg+UPNdR9puotDkgmmfy5SoEe4kEgg5x04rBsx+8H1ra1L5bW1XGM5P8AKqq6U2yI6yKaE4FSA1Cp5AqUHNeadJxHmU9G4J/Cq1O34Qmukg2Ybf8AtqzhSEZ1C3Qjy+88Y6bf9pR27j6VQ3ZYCoYZpIJY5InaOSMhkZTgqRyCK6a8tk8R2E2tadGovYV36laIMf8AbdB/dP8AEB9089DTEzCByacW2Lk89setRIxP0pVYPJnqF6UmFy1GziFY2diFJYLngE9cDtUqtg5qsrVMDQB3ngTxm+hXQs7x2bTJjhhn/Usf4x7eor2K3lW2vwAwaKUZUqeD7g+9fMqSbTnpXpfg/wARX0Glx21/a3X2KMj7PeGFikfP3WbH3fQ9qV7DWp7apyo4pxbFVNOn+02UUgPJHSrLBl6iqTJHbzTjJxTVG7tT/L9qdwI9zGjaTU4j9qcEoCxAqGn4I6mpQtIVJ7UXAj5z1qUDigIB1NPG30zSAYRSYAqYjPQUCNj2FAWIsZ4AqQQnHIqdIgvWor6/tNNtHuryeOC3jGWkkbAFK4WKOs6Zaanot5YXqBre5iMcmfQ9/wAOtfF+oQPp2q3lkknmpBM8SuOjBSQDXrfxL+MD6ur6T4bkeOzbKyXWCrS+y+i+/evIVATnkt3JpbjQ0PJxnPPQU8K2csSfbtSqOcnknrSk0WGBptGaTOaYC1qaNrVxpK3At0iLzBRucZ24z0H41kE1LbnJb8KipFSjZjjJxd0ac+pX14CLi7mkU/w7sD8hTI1xj09KijVncIilmPRVGSfwFdTpfgbXb/Y8kC2kLDO+c4P4KOa55VIU1q7GkYzqPua/hDwxYa/o8k92ZvMjmMYKSYGMAiuog+GuhEfOLpvrMaseGNBTw7bPbrcPOZXDuzLtGQMcCurg7Uqdf2keaL0N/Y8uklqcuvw88OxgZsGf/fmc/wBaqan4M8P21tI0emQghSc5J/rXelQR0rn/ABGNtpL7JUzlJLccYq+x8/Xkccd9MsShVDcAVX5zVif/AI+Jv981XHNehS+FM4p/ExRwc1MDxUJGKlh9DWyMxpJzTgc1IyAdKjxg0hi0UUDmgBDSYpxpAKAFxQKKKAZMG4pd/FR7sCkDU7ktFqNs1YZvJhJB+d+B7e9QWwyQT0zUsozMTn5RwKtMSGRrgClNAPakJGeKoDK1XP2iL/c/rS2On3V65W3iZz7Vbl/5C1qR9P0NdP4TUBhgYyBXDWk4ybN6UebQzovBPiFkDpYFx7Ouf50j+GtatAWuNLu0Ud/LyP0r3jTol8mM44KitmJFx0qI4iVjaVCJ842cLpNtkRkI/vKR/OtLVvv2yAjAiz+Zr6FSytZkZbiCOSPHzB13Aj8a+cLuf7TeTOvEYkcRqOiruOAKueI54crRg6PK73Ih1qRajBwakHNc5ZwVITnC+ppN1IrfMT6DFdJBNu5rS0CTUYNYguNLlaG5iO4SgcKO+fUHpjvUGk6TdaxdeXAuEXmSQjhR/j7V6Hp2k21jAtvCNoHLMerHuSazlO2i3LhC+r2MnxHokVxbS6zpMaoqruvbRB/qSesiD/nmT2/h+lcXC/FeyaVaG6v1W2LR7OXkx0Hv9RxiuW+IHhW203UP7Q09oIoply1sPl2kdWUeh9K1SfLdkySTsjjEfNThsCqQbB4ro/COnR6xr9vbzYMKnfKPUDtSbsriS5nY9I+G3w8huIYtb1qESBvmtrZxxjs7Dv7CvYtiCLywq+XjbtwMY9MVlWc6LEqIAqgYAHpWjFIGHWuSTbdzrjFJWKRtX0+Qy2qkw5y0Q/h+latpeQ3kQIxnvSYHWqlzBFbFrxJFiKjL5OFP1q4zezMp0+qNYRAcjpTwlef2vxi8MvrQ0ySSVU3bPtZA8rd/PHvXosbJLEskbKyMAVKnIIrfmMLDAlJt9qsbARS7PancCttNHlmrW0Cj5RSuFiusNPEVOaaONSzMAB1Jrldd+JXhXw+GF3q0LTD/AJYwnzHP4CjUDqggFQXV9a2UDTXM8UMaDLPI4UD8TXg/iL496ldFofD2nLbJ0E9zh3PuFHA/GvL9a1zWdfl87WtVnue4V2+UfRRwKLAe6eLvjppGlh7bQo/7Suxx5gOIVP17/hXhniPxbrfim5a41m+eVQcpAp2xp9F6VimRcHYMKOrH+lVpWMnToTwKAsSxsZGMh/CpM/N7CmgBEx3oHGB+dMY/OKTNITjFNzxmgAJ5oJxSdeaQmgAJrtvh1oGm65LqB1GF5VgEexRIVHO7OcfQVxGK6zwVq91pYvxa7A0ojyzLkjG7p+dc2L5vYy5HZm+GSdVJnsFnp+naVCPstpBbIB94KB+bH/GqV14p0q1cr57TOOoiXP69K4S5vLm6Ja4uJZM9mbI/Kq+B614Cw3NrUdz1+ZLZHbWfi43mrwW6W6xwO2NzNlie3tXd2rhlFeHw3X2W6hmBGY3DD8DXs9jJ5kasp4OK9HCxUFyrY5q2upsKMisDxOuLC4PpHXQR9BWN4ij8zT7keqYromtDGO587N808477zVX7rEelTgkXtyh7NTZ4/m3Dv1r0qXwI8+fxMj3A0qHBFQkFTUw5xWiJLSsH4prAVErYp+7NMVhCPSk6U7Oaa3rQCEzkUd6SgUhjqKQU5RQDDk05V6U9V4qSBN0gzwo5NOxFyZTFEgQuPMI3FfQU1nzVaQF7p5QOGqTJxQmOw7dzS5yRUeaevJA71SYEMp26jAxPAYAmur8KoSVPtiuQvurn0Ndr4OG4oD34rixJ04bc9i0obrKL1CgVrxDpmsrRBm12nqDW3EnSuaOx0y3KniC/GleF9SvM4KW7BT/tEYH6mvnONCuR717P8V7prfwnBArY+03Khh6hQW/nivG1PPNOxzzYoHNPUGk708VRKPOikg/hNbmg+GbzWZN+DFaKfnmI6+w9TXXeH/h7PeCO61MNHGTlbccMw/2j2HtXosGgRwKgICIowkSjCgVo5N6RLhT6yOa0zRltrRYLaMRW6d+7H1J7mtK30Z7yXyojtA5eRuij1P8AQVvLYmZgm4Kq98VW1rW7Tw3YbVVWl6hc859TTjGMNWXJvZEeq6nYeFdH2RRr5jDKIfvOf7zV5Nd3F74j1F5JGeRAR5sg7/7IqS7u7/xZqsr7m2Z/eSY6D0FdPpOhmKFUWQwwKcAAZLH61cb1H5GbSgjmLvwbeSWxvLKIHJx5GeT/ALvr9KZ4HufsfiNhLlX2FcEYIIrv7u9g0qHdvOy3X5FzyWNec38r6hqx1CCUQXIbO4DhvrWlaMYxM6TfNc9207VFfaNwNdHa3AdRzXhejeMo0uFtbtlim6Bwfkf/AAr0XSdd+ZVkxg9DmuW19jrujv1kOK8d+L3izUluv7Atw0FmyCSSVeDLn+HPoO9epwXQeHcDnjil1jwXo/iXSPsd9DiTJdZ14ZWPU0QjqZVXofK9rCs7qi4AHVvQV6d4F8Z6n4f3RNM89irAeVIc4Ht6Vj+J/hV4i8NXaPYodTtJJNq+SP3me2V7/hXV+DfBtxZRi51qBBdhwUsHOSPRpMduDwPxrW6WrMUnLY9LufHuh2drFPdXkVuJIxIFmcK2CPQ81zF/8cPDFplYrtp2H/PCJm/XpXMfEb4Y3Gp2dtqmjpJPcWsXlyWzNueRcltyk9SMnj0rxGVIraVo5gySIcMhUgqfQjtQmnsJxa3PbL/9oPORp+kzSehmcIPyGa5m/wDjT4uvwVt1tLNT3RC7D8WP9K82+1wr0Vj9eKd9vXHyqP50xWN3UPEGv6wxOo61ezg9UMpC/kMCso+VDnlQTz71Ta5kk7HHtxQgYnkAfQUDJ3uW6Iu0f3jVdvmO5yTj1qVkyvBqFssQOgoAYcuc/wAI6CgAb/p0+tOJ7AcU3O0Z9P50AOzkjNAOaZnt69aUGgBSaGNM96XqcmgBR0opN3tTS1MQ4mtvw2+Guvov9awCa2PD5Ym425zhf61hiP4bN8P/ABEdG0/FQPOTwKUW0zdj+NWY9NdioYZ+leVdI9NJszySxFev+Dr03Gi23mffC7T+HFefxaUQRnA+nNdn4aU2q+XyEzlc1dOdpBKHu6noMZyBVHW03WE3+7xVu2bcq0zVE3WEv+7XZLWJyrc+X7gmLXbhfViP1qc8jNGrw7PEN6cY2vxSoQR1rvofAjgq/EytMncVCrEDFXWX16VUkTa3tWpBLGu+phbPiqsUuw1oxTBhVRSZMmQGFgM9abt7Gr/BFMdRV8pNyn5fNPEGetSleelSL0oUQuRC2AoMQU9KmJFRO3NOyQXuIBzinSnyoQo+8/U+1OjXq56Coi5klJPPPFQxkeTT8nFOKD6Uxzt+tK1guG6rECZUue1V4ULtV2RdlvtHVqpCMm9P7hm9ea7/AMCRmUqQOmCK8/v+LcjvnFem/DqPjJGPlFcOKZ2Ybc9U0ZcM6/StpFxWRYgo++txANueme9cyN5b3PGfjJrhHiHT9MUbktrfzH5/ic8foP1rgYbmKU4Rvm/unrU/i/Uxrfi/VNQDFo3nKx/7i/Kv6CsPGDkHBFaJHM3qdApzipB0rMsr3fIIpfvdFPrWmBikCPbIbIxgchn/ALx4A+lQTbmnEcQLt3b0/wAK0ZTu+RG+p7Cub8ReJ7Xw9aNHCQ9ye2e9VUqwhodMYylqM8Q61b6DZkbkacjoOi/4mvLkXU/HGsNEjMsKndPNjIjX296ZBFqnjXWWQSkRLzNO33Yl/wAT2Fel2+mWOiaTHZ2cbLDjO4nlz3J9TWPM/jnsWo30Rgizs9GhjtoohFAiHb3Zj6k+pqhPrkkUexFAVSTx6mta/RbhSwKlcYIrAvLUKmWTsBx9axePs/dNfq11qc5qt7cXJ+eRiM9Cay4MksuTz19q0dYjSB0VWzI2eO4HqazRIttA8rnp0961VSVRXfUwnFQdjM1N83GK2NA8Y3ukMkUxae2H8JPzKPY1zcshkkLseSaQHmuuKsrHI5O90fRfgvxXBrF9a29vNvWRuQeq4GTxXrkUmQCK+evgLqGi22s6hbXoCalcRhbaZzxt/iUehPFe/lZIH2uMg/dYdD/gataClJyMPxdbDU20+Fs5trlbtSDj5l6D6VYsbYbi7jLMcnNOjlhvLy4JPzI+zB9qurHgDHSuebbZ0U0rEq+lcr4t+HWg+L1aS7txBe4+W8gGH/4F2b8a6cZU8U7INQnYtpPc+avEfwh8RaEXltrddTtF5822HzAf7SdfyzXCmII7Iw2spwQRgj619ogdK5nxL8PvDnirMl9Z+XdEYFzbnZJ+PY/jWkancxlS7HyqFUdxTxj2r03xV8FtQ0a0lvdJuv7RtowWeJl2yqo6kAcN+FeWsVHRs1qmmZNNbkrcA1A/FOL5WomORTENOenc0xmy2OwoLY5poGBQA7Pf1ozTCRRuoAfnFBbFR7qQmgB5bim5puaM0AKWrrvA9sLk32f4Qn/s1cfXonwss1vJtTDsVRRFkDqclqxrq9Nm+HdqiZvG3gjXnAA6mrWk28WpNIInwkZAYgdfpVrxpZwW+nweTGEGccCovAiF0vQGwQyn9K8lxPSdTQ6K106zg2lIlLDozcmpJUVLyN0XbuU5x6irHlhT8wKnvgZH/wBamXAJ8sjHDHp9KWqIjK71N3T5QyrzzVy7TfbOPasnTjhVNbLfNbNn0rui7xMZq0j5o8Q4i8TX8RGP3mR9Kz0kAatb4g272XjS4UjG5Ff8DmufEnrmu+jK0EcNVe8zSUrKMAjNQzRHHI5FVhKVIKnmrkU4mHPUV0KSZi1Yp4zzTkcqafLGUc+h6VGfSgC/FKTjHFTZz1rPiLLjNWlfrzWikQ1YexOKQMfWmM2RTQx9adxEpJpoGeKByOaUMFqW2WkPmfCCNeO5qsM7utSZzyaMgUhCl8ColUyNmnbS59qnjjC9Ke4ie3iAIGKmukxj6VHHJtIqS4k3x8mrVrC6mJfDLIh6E16z8OIgYHJ67RXk83zzDJHFe0/D+ARwrkAA4FebiXdndh9EegwRgKABUPijUzo3g7Vb4MFkjtmEZ/2z8q/qavRDa2K4v4vz+X4IjhyMzXkakeoAZv6CskaSeh4RGBsAyN3c9iaCCByMUoXAAxT9hxgjjtmtDmK2SGBXg5610VpIZrWOQ9SOawXXsOtb9qmy2jT0UVLHE9O1/wATxWNq0Nq+ZjwWHQf/AF684ttOv/GOtG1t3ITO6e4blYx/U+gqza6fqHia7khtcJAnzT3MhwkS9yT/AEr0S1tNO0Dw/CmlujwrlnlUgmQgcsSOtceHpOX7yoehOS+FDY9N07Q7CHSbBQka8ux5Zz3JPc1SvLlZHCg7UQYVabcreOBP9mdrh2VRbRsJJQzjKhlX7pIB69MHPQ1SngvWlulMLbbRS1xKo+SMA4wW6Ek9APrWWKqTd0kb0VBLceUjKEMBkjPFYeuywWFo05kBCj5FJ+//APqrQntr5LdJPIZ5HKKLeJw82XBKAoOVJAPXpg56Vyt1pOr61qF3blIY0sZzaBZJwoaUAkxpn7zcZ/L1Fc1HDVJTvJaIurXgo+69Tm555LmV7qc5kk5OewrFvbozuEU/u16e/vW/qmj6hFo/28GARCNJZIlmBlSNzhHZOoUnH5jIGRXK969ulTtqzyKtS+glKBkikp8a5Oa2MieGWW3mSaF2SSM7kZTggjvXvHw++MyXESaV4gKCbG1JmbaremT2rwpYsipfsikU0Jo+lPD3iK31nxbrfkzK6QtGoKtkHjkj+Vd2jqyjHNfI/hrXbrwpqy3tvlomws0Y/iGa+k/DniW01vTIry1kDo6g9eQfSs5xvqdFOStY6cjNIVxz2qCG4EuDmppZNo9qxaNlqOztGSeKQsOxzUZbehFVI5WEhU1I7F1p9rAV8+/F/wACJo98uu6ZFtsrtyJ41HyxSnuPQN/OvcdTma2WGcAmPftkPoD0P50zVLOz13R5dMu4hPDdKEaPPJ75Hpirg2mZ1IpxPj0q6nFIScV3HxP8Ir4T8Xtb21v5FhcRLJbBWLLwMMMnuCP1rim+UV0HKQ00txQTzTc0AGaM0maKAFzSHmik5oAKBRzRQAteofB5mWTWCI942w5GcHq/SvLs16l8HDiTWf8Adh/m9ZV3amzSl8aOw8cNC+iwvG2T5uCOhHHcVn/D58T3o6jCmtLxthvD4bALLMOcc4waw/A73K3F2tqiOxQEhj0GR07V5d+p6FtD0Muq9xj9aq3Dxgo+0D5gCfWqwnBkZZdyTA8gillTzomQ8g9x296zc7jjGzNWxI8sYPQ1uRHfEK5HTLzDhHbDdGHvW3Lq9rpNjLdXswjhjGSxH6AdzXZSd0RVWpwXxL0HTbjWbW7vVvXmlh8i3hswu+aTdwvPTjNeQTw+RdTQ/PiNyuHXDD2I7EdD716prusanqmox6hYzyR3tu4lt7AR7xHGBkNIeisSc4OMYrzKZ3muZnumbz3kZizHJYk5OT6813Ul0OGrvcqFaFyhypqZ43XnAK+oqPHpW/KZXJkn4ww4pSFzxUH1pDnsTT5mKxMzBe9OjkzVRkYnO4k0+P5etCkw5S5v4NIh+cCogfenr97NVzC5S+I8oKQxgc1GspA607zM9TitE0RZjCuTShMUhkXPUU0zqvYsfyobQ7E6rgjNRXN0I28pDhv4m9KqkysxZpCM9h2oVFXnGSe5qHLsPlLEM8a8kkn6U25uyw2pwO5poQEZNOjs5budILaF5ZXOFRBkmk3oNLUo28yItzKQd4Qop3f3uPzrb8LeIdZ0uXNnfSqin/Vt86/ka7Xwh8PYY7JzrVqk/n4OCMGLjpW1N8J7NoTJo909vIT/AKuUbkP49RXHzpux0+zkldFvS/iqhVF1LTnD4w0sByPrtNX7+0sPiPAHF66WlkHlIRcMWIAHXtXAXnhXWtHZvtFoZI920PD8+fwHIrvfD8Uvh74balfXS7JJs7UIIYcYUfiTUNJvRgnLZnk8VgsKFmOSOrGqdw6fdUDPrWntuNRIt7JN5UfO3RR+NbEvhWCw8L3GoTSNNdgDb2WP5lzj14PeplXjF2bCNGUlc5a1tsusr9jkCtMHNV0GOlToad7kpWPNKKKK6TMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6Z8EXd/pOjaRHNFJcGXT7eW2kXhdhjX5SexHSvmavrLw+om+HWhAcSxaZbuh9D5a1nUdrM2oq7aOQ+LVjq+taGbyRbSK008mZYEyXOeGYsepx2HFeAySFmPNfSmvvLqXhTUo3xg2kmOf9kmvmc04SugrQUHZB36UUlLVmIUUYo20AFH4UbaMUAJRS0YwM0AIK9R+EMbltXZRn5Yv5vXmUMfmSY7d69B8DalbaRHqLyiTftjCeWcH+Lv8AlWOJ/hs1ofxEeg+Lm3+HHypBEinn61jeAONSusf88f8A2YVU1LxNqOs6bNbrbRJAAN7Z+bg9as/D8/8AE0uc94Ov/AhXl7I9F7HoMkcU4xKgbtyKrNZyQtmBt6/3WPP596tkc1NFwCTUWTIuzgNY1tNHvbiaWKUfNkIF5zjn6DOa5s6jrXjjVYhAphtYfuqWJVD6k9z0rqvG8EGo2Zh1G/uLJIZtyQQrvW6D7Smf7pHqenpV3wtbWunaGBFGI0hz5pHJPfPvxXZHlglbcVpVN9kZWvrb+EfDBtzPKZroER26kBpH2jc8jjlhnoOB0ryyOVCojlGPRvWtbxX4hfxLrr3ewpDGnlRKT/CD1+p61hsoYYrtptx1OGo+Z6F1UGBhsio5Ie4qorPFwpyPQ1Ol2GOCMV0KonuZWsMbjgigDipWw/NNZNvfiq3C5GVxRgU49KTHeiwhMDuKeCR0pvvSg80rDH729aC59aaT2pvNMB4YdqMnNOWMnnNSBMU0hMYBT+1KKULk8dKaQrjQC2dtewfCjQLRdIfWXAkuJmaNGP8AAo6/mf0Arx9rhYS0eNz+navWfhDrIm0y80p0xJFL5646bWwMfmP1rCtL3bI2orU9Ia3TP3eDViBAi4ApdvAqeKOuRHUzA8Vz2+m+Gr27mJXaAqYOCXPAArzHxP47GreHLfRIEkYxyCSW4YkeZtGBgdepzz6VN8WfEf23VotGgDCCzJaVj/FKeMY9AB+prz0YFCWtzKU+h6Dofl/2Vb7UVcxhjgYyfWt29RZvAeqjAyg6/wDfJrnfDrF9Gt29FK/kTXSopm8H65EQP9UxH/fP/wBavIf8Y9F/wtDzdR0qReKqW0uQqN6cGri17CPLP//Z",
"path": "003321.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003322
|
Men Tshirts
|
{
"bytes": "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",
"path": "003322.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003323
|
Men Tshirts
|
{
"bytes": "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",
"path": "003323.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003324
|
Men Tshirts
|
{
"bytes": "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",
"path": "003324.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003325
|
Men Tshirts
|
{
"bytes": "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",
"path": "003325.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003326
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAFpAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAoorN1nWrDQdOe+1CbyoU9slj6AetAFq4u4LONXuJVjVnCAseMnoK5fU/iR4a01JQNQjuJ42CmKLJyc9jjHr+VeP+LvG1z4oui7B7a0i5jgWQnLdNx98Yrip3MThRy+Mk56U7Fcp9XP4k0dIreRtStgtwVEfzjJyMjjt+NWodVsLi4lt4byGSWIZdVcHbXyWl1cqnmCQ7lxg55GOlWoNSmtmLQSyR7l2sd55yMH+tIfKfWiOkiB0ZWU8gqcg0/FfM2keMNV0eaEWl1MYIn3tGJCFkOeMj056fnXtXg3xtB4ojaBl8u8iXMgUfI3rtPtkUCcWjr6KKKCQooooAKKKKACsK/8W6FpahrzU4IgXZAMkkkHB4Az179K4bx38TIrbztJ0Vi84+WS7ViPKbPIX1OM8141eSB2kcyM4TjlskkmgpRPpbRfGmia9JeC2u41+zSbd0jBd47MM9s5H/66vR+JNGltVuU1K3MTP5anf1bOMAda+UIbifcQhKqccdjVlbuUblZ33IRsw2Avc07D5UfXCzROwVZELFdwAYE49fpUtfKtrr99byrdR3UguEXYhDkFQBgf59q9F8IfE+a3EdnrPmTITsEu4vIWJ5J56AdhSBwZ7LRUcciyxrIjBkYBlI7g1JQQFFFFABRRRQAUUUUAFFFYOs+LtC0BjHqGoRxzAZ8ofM54z0H9aAN6ivK7j42aakh8jS55Y84VmlCkj1xg4rauvido0Fijqx+0yR7kiPODkAA4+v6UD5Wd1SVxfhvx7YaqJob25tYbqNvlVGI3jHYHnI6YrodP13TtTYrb3A8wHBjf5W/I/SgGmjUooooEFFFFABRRRQAUlUtU1K30jT5b67LCGLG4qu48nHT8a4bUfilp72U62EpiuBny3kTdnB/u8UDSb2PR6K8Ol+MGsPFbGG3td8bkykKdso4wMHle/Q0tp8Yr+CYG7s4pScBsMw49gDgflQVyM9worjrL4iaHc6b9tkmaABNzK2CQcZIHqc8flTvDni2XWrtUnt4YknBaFUfLrgZw/wCHcfSgnlZ19FFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAGuwRCx6AZNeBfELxKuvasyQ/8ecSAIect1JPPTrj8K9l8UySxeGb94GdZFiyrIxVgcjkH1r5u1KbDMm7d15I5P196DSC6mNdsC/y9MVFEMyknnI4p5geRhjIGeoGat2+lXUxHkwTOw/uxk07orlbKRbhkAx7HtSO5MY9cD9Kuy6Xfqw32siHOBlCKsL4W1iRd32OTae5GKXMu4KEnsjLNwTIFHArsPDerz6VPYT2TlZ45dwXOA4PBU+xrBuvDOoW0HnPGRgciqlrcvHLGrZyh6A4pXT2K5ZR0kj610++i1KwgvISdkqBwD1GR0PvVyvMfhZqs0xubadzIZVEo77CoCnPpnj8q9NpmElZ2FooooEFcL8RvEqaRo8ljFzd3CggHPCZ5PH06e9d1XhHxJnkHie63ySbEwEVmJAGATtz754oKgrs8+vXU7z/ABNyay2JYEe9XLndNISvU+lMhsJX6IzZ7Bad7GjTewxiF2sBx2/wpqsQW9+a0H0fUUQD7HPtIyC0RFNg0HU7viC1kcD0WlzIOSXYzxMYw5HUnitTRZ1S7Ej5JCmpV8JaoQRJAyfUVmSQXGmTskqlTjB96XNF6Jlck46taH0H8MvEMl9pI026ZnkgGYZG/ijzgD6g/p9K9Ar5p8H6rcWt5bMkhRIZVlOT94jtj6Ej8a+kYJRNbxyhSodQwB6jIzQjKas7k1FFFMgKKKKACiiqOq6hHpemz3kgLLEudo4yewz2oA5f4g+MY/DekGC3nC6jcAiIAZKDu3+FfP19cXeo3TXF1M800rfM7nJJPc1s69fS6xq1zqF05Jkctyc4HYfQdK565n+chemcihGvLZFW4JE7qvQGpUMhg37iW70irueQnqRkUK48nC9e49KYkaGmagtrK5dfmwCr91Ycg/j0NXI9cvBN58NxJFKCCGViCD9e3WsNpNofgfNzUiTKpCIASaVi0+h7n8NfGF3qTPpuqXaSOqb4ZJX+diTjbnv/ADr06vmHTCiRxmMg3HmAg5xjBzwfwr6A8L6udV0396264gby5fc9c/59DSTuTUhbVG9RRRTMgqtdXttYxrJczJEjNtDOcDOCcfoasV5n8Xr6S2stPRH2qGeRgPUYA/maBxV3Y5P4geKpfEN4ILWQrp8JPlgZBf1Y/wBBXCXCsqZYqcdeKlN8srMWPUY+lVpZf3TKxyRyKk6NLaFJZWcspOB0A+tTTL5agMQWPOPQVXSZVnMhXOB8o96sSvF9ldushGMn171TIQyGaUoFBIVjg47iui0G9kj1SGUXEkZV+ZEbBz9a5wShCAo5WP8AWn2199nZGFJp9BxklufVul6pDqUStBHcGIqCszxkK/uCa0q8s8KePrLTfDSJfSSOyYWJQvA9ie3Nb/grxZJ4ivNQhkeNkhIMDAYLjnd9QCVANBnKLVztaKKKZAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAUdVtPt+l3VqPvSxlV5xz2/Wvm3XtJm0/U3tpYyjqcfMQf5E19QV4N48sZI/Hn2bzC6SSI0a4wEVucAfXNJuyNaWrsbuheGLC20u2823SSbYGYsO55rpobZI0wiKg9FGKpz3lppVsjXc6QoeAXPWm23ibRLiRYotQhaQ8BQetcVpPU9ZuMVYuzQIwG5FbHqM1WniUocitM7SuQwIrltd8WaXpTNFLIWkHUIM4o5Wx86W5Vvok2uCoIPY15Pe26x6pKqjb8xxXdr4x068l2tHPHGxx5jJ8v5isDxRp4t9QV0zunIYfjWlJOMrMyxDjUhePQ9Q+GNnczabHcReVa2iP86xDLzsB/E3pntXpdcN8LdPa18M/aW3YuX3JlsgqOAcdu9dzXSjyp/ELRRRTJCvHfinoMwvn1JY2aKRQM7hgHHPHWvYRXE/E+1eXwo9xHIUMTgPgfeRjgj88UFRdmeW+B9Bgv7qe4uUDRxgKF9Sa9Js9LtLbiC2jQeoUZ/Oua+H8BTRHnfjfKxz7CtseKdDicq+pQgjryTXHO8pHr0+WMEbBiGOeaqmBFBCoqj0AxVm0vLW+h822nSSM91NVtU1G00yAzXMgVKnlexaktzKvoVBzivO/Gtuh8pwgznBxW9e+PdNllKRRTyHP8C1U1E2uvaNLcwFiITllIwyn0Ipxi4STYpzhUg4pmd8P4JJddhit4IJJ3P7t5hkR++3ua+ibGGW3s44p5zPKB88jDG4968C+GumyXvii3CFgIiZSQ2NqjgH86+hq7EeRU6IWiiimZhRRRQACuR+IrTL4RmMWNnmJ5qnoyZ6fniuuFU9SsYtS064spxuimQow/rQNbny9cyB08tVwMfWs57GTduYFe446101vp0V34h+yR58suF/AdTXp6aNYLsxaRnAAG5c1jOryM76dD2iuzwxreQEuqH1IPGKrPG7sXCEN3xX0SumWnllTaw7W6jyxWfceF9HeVX+xRgj+7wD9aXt+6G8J2Z4QbS4lA2xMR2wKkbSbyNBP5Zx3Fe7SadbJHhIIwB6KKwb+2hEbgoCOmKn6w+xosEn1PKUnk8mPGQUb6V7R8JryaW7u0dy6tCpYn+8Dx+hNeQ3tpt1B416EnCnvXsfwx0mRrSK7FyVSLkxCMAHI6Zz/St07nFNcqaZ6hRRRVHOFeQfFexuH1KKdmUwSQYUFsY2nnr16jpXr1ecfF+OU6DaSqF8pJWDPj5gxHGD26Gky4O0jw5LQtMFhYnPHFdLc+BNR/s9LlF3MwyUHUU/whp/23WMlSUhwTx3r1uJcrjsKwqVGnoehRoxcbs+fZfD2oQZD2suPULmq0llMq7XRlPoRivoySzikGWUGqFzodjcIVlt0YehFL28uo/qsHsz558p1PQkimGF9pO04+le6HwlpaLiO1QfXmsrUPD9skMiLAgyOuKf1i3QlYFvqeX28u9F3uQFIOCfzr2L4Uuh1SYCNtxtS24joNwx9P/rV5BNYPFqTwofmycD1r2b4VaXq1uslySIrJwNzOmTN6BfQD159K23s0ckrxTTPVaKKKowCiiigAooooAKKKKACiiigAooooAKKKKACiiigArzT4nWot9T0LVwoxHP5Mh9sgr/7NXpVcL44tJLycxyvi1+zbgMfxhxz+VTN2RrQjzTsYXiDTbEXkmoX8Ul1hAqR8kIPYD1rjZptIOolINIe3lUbiw3D+v9K9TmiEshBqjJpiSTB3ySvTPauXmPV5L6iae7rpDvJvBVMgE9sV53fQ3M97LcW+nRysMsC4zk59TxXp80Z+xzAd1rB06GFpSHUFgeR61Kdi3FNWObtX1Vwkd7aW/kkcqoHH4VW8ZRmZtMMEe0bGQADgEYrvLuKOK1YooUewrA1AIljZy+WJHFwSFx2xz/MVUZa3JlSvHlPTvCsEFt4W02G3fdEsC4J/M/rmtqsnw1D9n8O2MX92IAfStautbHizSUmkLRRRTEJWfrVkupaLe2RAPnwug3dMkcH88VoVmeIPtH9hXn2U4m8olT6UnsOKvJI8t8OWo1HwXLYSu8YinaOXYcFgDkjPvWRrB0GyieM6GziM7d4VuuPXNdvplnHarfIhBElxvbAxyUXP65qaaxWVCMkA9cVyuWp66p3jY5jwky7ytvFJFCCMjcSBmjxmWll8hbfzyoyFPP6V1FpZpbpsQYGc4rK1aNf7TzIBg4/Covrc1UVaxxdqus2sjpb2FtFEo64UFq24xv0m+V7dEuJYGztHUgHiunhtoNilY1zjris8BX1PDY2jOfpT5rsXs7IpfBq2RL6+uHYibyAqr6rkEn88V7HXmfw3iH26aQR7AkJjGBwQXBB/z6V6ZXXB3VzycRFRnZBRRRVGIUUUUAFFFFAHiWm6aR4+1UYz5EkmcDp81ddJeW9u6xyzxRuRkBnAOKzpSi/Ea+ltx+5u7fcGxwWXAb9a5vU9G0m3md9Tnuri5lYksr4P4D2rlmk5anq0XJQ0R6FFLFKoMciuPY5pzpkZryvQ5baxvy+m3kzR7sFZBnn/AD7V6JcXzppRuCQvHXtUySWhtBtq4t5PDBETJKiD1Y4rnJp7e8ZkimjkI/uMDXEaq0VzctPfXtyybsfulxz6Zq7pun6RLcIbNry2uIyG3s2TQ4RsJVJc1rFLXbMW2rqGHJ+YCvbPh9pkun+GIzPkPcMZtp7A8D8wM/jXlfiyJZvEdon8JiXcyjoN3J/KverURJaQrCcxBFCf7uOP0roprQ4MS3f1J6KKK0OQK5H4lQibwJqWcZRVccejD/GutNcL4pP2zULy3vZBHYRWo4IyGZs5P4YqZS5Vc1o03UlZHI/D+2jj0Wa643ySct6ACr1x43020n8tY55lBw0iJ8o+metS+E7QWfh6FR0kLOM+hPH6VHqzajbg/Y7aKRApJBHOfTGO9cracj04qSgrGnpni3RNVIjgu180/wAD/Ka29u4eoNeT2tv9smju5bBbW4aUqFj+ViR3K16JZTTQ6bvlfIQcE0S5UOHM1dluRAoJrEuyHcqe9cZ4i1u+uL5lTU1toycLjd/TrS6PZaq91DPaaxHeybxuhcEAgnkc0uRNXuP2ri7WKF1YPL4sWC2iL3DMAgA/iPAr6HsLVLKxt7ZFUCKNU+UYHArzvwJpP27xXquuPH+4ilaGAnuwOMj6D+dem11QVkeZiJ809BaKKKswCiiigAooooAKKKKACiiigAooooAKKKKACiiigArJ1zTRqFkU27sZyB1IPXHvWtSUmrqw4ycXdHBWk5kjQtkOvyuD1BHBz+VWJZVQHLBQBkkmsrxBdnRvEtyHVjFMRMvuCOSPxBrE1qwv9RvTc2kyzxhVYW7syKR+HX6VyONpWPYp1OaKZJL4tghlu42vxIG4jUQYVPYHqx+tYOl+JYhdKtzOUK5w0qhc+3FbMNsyQo0kWx14VYIFYD8SaxNRsLm9uFhiCqCfmMqK7AepGMD9adkaOM0rnXTX0VxYiRHDIw+8OlP8MWEeu6oVkf8A0a1jJK93LHkfTiuM1C3Og6fHaQSEh23Fj2r0X4XwOdNvLwriOWRUT/gIO79TTpxuzmxNVxjZbneqqooVQAoGAB2FOoorqPLCiiigAprqHQqwyCMEU6igDhbu1Ol6o8TKQs67lbsxX098H9KmVwIs1e8aRt/Yi3SZ/wBGlV2I7KeD/MVxU96+r6PLBBMbeZWAYgHn6VyVIWZ6uHrOcddy1rmtx6e0IF6IG3BmCxCRmHp7fWuV1jxWkt+s0UrPDtIIWMbfxzzmrlppd9azNFdQw/8AXZf3ruPX5v6UmoxMLfbGsgABA8yNEUfgM5+lFkdKjNq6NTR9atbqERxXCSMF6A81WurrE7pGf3so2LntnjP61h6doUlvnU7h1E6ZKqiBBj0OO9S+FzNq3ie0gOWZ7gMQP4UBy36ChRvLQyqVHGOp7Poujw6PZiKM7pCBvfGN2BgfhWpRRXWlY8dtyd2LRRRQIKKKKACg9KKKAPN4bCOy1Uwlf3kXntu9dzj+lOnsorj5niVyP7wrd8RWRhuYr9FypOyT/ZyMA/TOKzoDwRXHUXK7Hs0JqpG5g2fh62trvzUgjRQ28Ko4B9auauqnSBF2L1oTTJBC8jsQi5JIGf5Vl6pqFq2kJKGfDYIXYd3/AHz1qL3Nkkiha6HbzRnMUXzHJJQHJqS602C0i3hRuHAwMCptKu0IK+YGAOAfWpNVcPEFB70m2NRW5h6pCjz2BKlnngePjqPQ17LaQ+TZwRdNkar+QxXD+GNJTVL43kpBt7bbGi/3nHzH8Oa78dK66UdLs8rFVE2oroLRRRWpyBXM+JtO8+WC4x8oIDZGRxnGfbk10tMdFdCrqGU9QRkGplHmVjSlUdOakjz7Scf2RaA4yqbTj1BIq7JbiRKzbOVYru8tV+VY7qUIvoN54rX8zEOTXHLSTTPYpvmimjPXT1SXzccjnNJqRC6W0fZqku7p7eMu0TyHqI4yAT+ZFVtSvrd7JASUc4+QjJH1pF9TnV8PW902+a2jk5znnrWhp2lx2mqxyxgKzOC2OrfWr9k4EYBIPuKs2Vub3V4owSAepHamm20iZpRTkzo/CFgLDw9EneR3lP8AwJjj9MVvio4okhiSJBhEUKo9hUtdqVjw5PmdwooopiCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA4r4haLLqWji7s1BvLYnA7yIeq/XgEf/AF65jwvrMV7H5MjKjRryrHBUjrkV1E3jTSNV1e40Oxlee4gUySSov7sbSAQDnk5PbiuY8SeEfts39pae5tr7+NlHEg9xWFS17M78NdQuhmvaPfX0m/TtUS3U8sCOtU7GL+y4XS7umuJ+ucDFc9Ja+LbGXIhEg6blbr+FUl0bxDfXfmXDfZ0bqd2cD0AFTZW3N/aS7Mt6lJca5qSWMGGcHLSdkX1Ne7+HbGDTvD1haQA+XHCoBPUnqT+Jya8u0fR4NLtgkYLOeXkb7zGu90DxXpV5fPoCzNHqFqoBjkGN4wDlT34P1q6T1sjmxSdk2dVRRRWxxBRRRQAUUUUAQXNvHdW0tvMoaKVSjqe4Iwa8W3XHhfxDPY3h+Rm/czH7sijj8D6ivT/E3i/SvCdms+pTMGfPlwxjc7464Hp7msLVdPtPEli6XMJMUwEiBuGQkZH0PNZVWranVhb3divqEaX1iEguVjlIyrcHFclHomo2d0J9Q1cTQg5KoAaoX3h3xJprGKzm+0xLkKGO1sfXvWXdQeKr2MQyW5XHU7gM+1ZpLudntJdmdDrurx28BEZ+TGCD3rf+FGiG2nutSulxcSRhUQ/wKTz+JrlNE8MyJMtzqUpnlX7qfwqf613Fj4h0/wAKxm61BpEt5HWDei7thOTkj047U4NKVkZ105QbZ6TRUNvcRXUEc8EiyQyKHR1OQwPQipq6DzQooooAKKKKACiiigDL1+BrnQLyNM7vKLLj1XkfyrhbHVEntZGX55kTcUHU8V6aa8a1S1/4R3xjJavlbSQFoG9QedufbOKxrRurnZhKnK2irLr+oXSvBK0dhgjqCX69qpXOnXtzbOk1/cuuMr+5P5kntXYXttHNpqTKm8Io28biR6H1riJ9X00zG323LN08s7iv/wCqsou+x6CjBr3mULebUYJzb6ddvOykkqY+AB71u3uruy29u5Czuv7zH8Jq/ZwRWVm1264LDptx+npXO2dpJ4h8Xx2kJ/dyuBLKP4Ezyf8AChe8zOb9mnZnsfga2Nv4Xt2YYMzNKR9TgfoAfxrpaihhS3gjhjG1I1CqPQAYFTV1nkN3dwooooEFFFFAHkGuySad4n1GPjImMwyeqv8AN/X9KXVJ9Q1Oxtxps3lSkbmj6Fse9W/iJpMl/cSXtqN1zbjBUf8ALRBzj6jqPxqp4X1CO+iCKy7QvTIyPwrlmtbo9Sk3ypMwfKm1FVgvDemcAgB3VRn25xVPVNN+zW8P2i/u4+6GQDH0GDzXSeJzPYt9ojsjcxN95VGTn1I9ayNMWPWCGaye3RPvblwT7Z7Uc2lzq5adrB4f1i+8/wAi6CvAI9yzgEAgfWu68EOdU1Sa8X/UQJ8p9WbI/kD+dcZrc4eCDT7FDJPPIIo44/vE9ABXq/hXQ10DQobM7TP9+Zl6Fz1x7Dp+FVSjd8xw4mpyx5EzdoooroPPCiiigAooooAKKKKACiiigAooooAKKKKACiiigAoorO1TW9M0a38/Ub6G2j7eY2C30HU/hQBo1y/jzW49D8J30wmWO5ljMUAJ5Zjxx9ASa4nxD8a4Ii0Gg2Zmfp9ouflUfRRyfxIry3WfEWp6/eG71O6aeTG1R0VR6ADgCnYDpfhWsY8Q3sjN+9NvtUeoLcn9BXse3KYr5y0LV5dE1mC/iGdjfOufvKeor6A0vWLTVLGK6tpleJxwR2PofQ1hVjrc7sPJcth00KlSCuRWJNbhpeFxk10bsp6EVU8ndLnHHWsWdaZlvD5cVeVaprJ0/wCJK6lbsd1tNGWwepUAEflxXqXiTUodJ0yaduXVSVT1NeASyvLO8rnLuxZj7mtqMdbnJipaKJ9a6D4j0zxHYi6064Ei9HQ8PGfRh2rXr48sNUvtMuRc2N3NbTDo8TlT+lel+GvjVf2jJBr0AvYennxALKPqOjfpW7RwnvFFc/onjHQfECL/AGfqELyN/wAsXOxwfTaf6ZrceRI0LuwVVGSScAD3pASU1mCKWYgADJJ7Vw/iD4qeHdEDxwTHULkcbLc5XPu/T8s15P4k+J2u+Io5LbclnZPwYYOrD/aY8n9BRYCL4j6xH4g8aTuk++zjZYY2ByNg6kfU5Nez2O02sWzGwIAv0xxXzVI+8816/wDDvxXFe6emmXUgF5ANqbj/AKxO2PcVFWN0dWHkk2mdzLECc4rJvoEzhV9zW0ZEYcMKqzrvHABrmaO5MxoLb5d2K5D4izJH4fMLH5pJk2j3GT/KvRHRIYCXIAA5JrxT4gasNQ1sQxf6i3XA92PU/wAqulG8jKvK0Gej/CTxnYrosGg39x5Vyjt9nMhwrKTnaD65J4r1qvjNXYYwTXX6B8S/EmglI0vDdWq4HkXWXGPQHqPwNdbR5p9PUV5/4d+LXh/WY1jvXOm3R6pMcoT7OP64ruoZ4bmJZYZUljblXRgwP0IqRE1FFFABRRRQA3A6k1w/iWzsvEDyxF1kj42SxkEo44yD6g1J8R9dfStBNvbSbLi5OzKnDKvc/wBKzPCKKvhnT1U5/d7ifckk/wA6wqz+yj0cPhnGmq0uuiOZk17UvDe2y1KPzI04W4UfK49T6H2qtP4z0qS383y4d/OQAM/hXoF9ZRzJh0DA8EEZrnbvw7pykuLODf7xisuZdUb8rezOOGt3uvYhtIXOThpGPyqP8+ldb4ctLfQCszbmEf76Z8fM+3k//qp1pZLGcIoAHYDFLqEggtJmPA8tgc+mDRza6FcmlnqelaRq9lrenR31hMJYJOhHBB7gjsa0M14R8LvEkeh3E9veymO1nQHJGQrDofyr3KKaOeJJY3V43G5WU5BHqDXTCakjz8VhZUJ2ez2JqKKKs5Qrm9U8aaPpGqNp11LILlVViqrx83QfWt+WeOCIySMFUV5X4l0+KTxxZ6y8ZKTRtGmeiyDlT9cZxSk7K5pThzSszpbhvPupZAOHYkA9q4fWfD15Z301/o3DS8zQk4D/AE9DXa2/KqaWVe+K5Lu9z07Jqx5jF4yu7KXydQilhKjBDrj/APXUEfiiS+uzFaW0sjEYAiHBPr7V6Fe20Eg+eFWPbK5qpbWUcROyNVHoqgUc67Byy7lTw1BFod3/AG5qqebcgAbRz5IYhfl9+eTXriOsiK6EFWAII7ivJdZy9obdesrKgH4g/wBK7TQ9dtrbTILa6ZkZPk3YyMdq3ottanFiYrm0OpoqG3uYbqISwSrIh/iU5qatTlCiiigAooooAKKKKACiiigAooooAKKKKACqWo6lZ6VZSXl9OkFvGMs7nj6e59qz/FfiO38LaFLqU6GQghI4wcb3PQZ/M/hXzp4m8W6r4ovDNfzkxqSY4E4SP6D+vWiwHd+JvjPczh7fQLfyE6faZwC591XoPxzXlt7f3eoXL3N5cyzzOctJKxYn8TVc0lXYBppynikpMUADusfJPPpVrS9X1HTLjzrG6lt3PGEPX6jvVPYO4pykxsGXqOlFh3PRPCPjG/a4uLXU7mSaQkOhlPzL2I/ka9Msbh5rN5vvAKSPevneG7lW9W4ZyXyMn26Y/KvVNX8UtoHgOJonH228BjhIP3R/E/4Z49z7Vzzh71kd1Gr+7bfQ5Txv4oW6mksIiWYNiV+wI/hH9TXEjDHORUZy7Ekkk9TUgQelbRioqyOOc3OV2ObABxSLxSbR6UoqiSVHZGDKxBHQg1sT+JNUvrBLG+1C6ntY/uxtMSB/j+NYopwoAneAsN8RMgHUY5H4VAD81PV2QggkEdCKsbBeZI+W4xx/00/+v/OgCqSMZJxUYuG3jyiVIOQw4I+lKVz1/Wk2gdBQI6Sy8Za/bS2skmoXMtvC6goxyrgdQT34r1rSNY/tFk8pshufqK8G8+TyRDu/d5yR646fzr0T4a3uJJfNkCxwIWcsfuqBnNY1Y6XOzDTd3FnT+OdfTRbfE2TuGEQdZD6fT1NeI3V215cyTSEb5GLGtXxh4jk8Ta/Nd8i3U7IE/uoOn4nqaw1T1q6cOVGVaq5u3QlAGOoph5ajaPSlAxVmI4dK2NF8SavoMwk02/mg5yVVvlb6qeDWOKcKAPafDXxoWRkttftQmcD7VAOB7sn+H5V6xZX1rqNqlzZ3Ec8DjKvG2Qa+QAcVu+HfFWqeHLlnsbl40kUrIgPBB74PGR2NS0CV2fTWp6zp+jwebfXUcK9gx5b6Dqa881n4qsS0ekW20dPOn6/go/rXnd1eTahL9rmuZLhpOfNdsk+3t9Kqt1FcFTESvZaH1+X5HQ5FVm+a/wBxp3t7PqLyXFzI0ksjbmdjXa+BtRR9LFozDzIDtx6qeQf8+lee5O3FS2WpSaZdrPEf3mMFP7wrCMne56mMwkalHkjpbb/I9tbDJ0qlcIrLgiuVsfHEdxJFbyQPFuGC5cEA1twamk7bSwY9iK3unsfN1MPUou01Ymjtwqs2ABXF+NNRSOA2MTAyy/fx/Cv/ANeul8R6wmlWSjeqO44yefyryu7uGuZ2lZixbnJqXKyOrBYV1Zc0tkV1YoflOPpWpo3ibWNBufNsLx0Un5oW+aN/qp/mOazAp70mOTURlZ3R7FXDxqQ5Zq6PZtF+K2m3irHqcL2kvALr86Z9fUfka3bnxXDLFu09llQ9Js5B+g/xr5/Ud+9W7O+urGXzLWZ42PXaeG+o6Gt4Ymz95HlV+H4SXNRdn2ex7fczSzv5juWyO9Vbm2S+szAxwwIZGI+645Brj9L+ICEJHqdtgj/ltD/VT/SuvtLu3v4xc2k6SRY+8D0+vofrXZGpCa0Z4NfB18O/fjbz6EdrIWXa42SIcOh6qatPynFU2vLO8uTHBIJJIxh5YTlU9ie59qRrhBGpWXeucZHr6Vz1Kbjr0LpVVLR7jpTuOMUwIEjLHipIiJulUNXW4uJlsoiUVh87+grFRuzeTSV2UYT9vupbleYIWMUTH+Jv4j9B0/Op5UYrgZ9RirNrFA9tDBZENbRrtRgchvU59Sc1aez2DJzj2rvhHlVjzpz5pXMF7q40+VJ7aeSKTfjchx25yO/QV1OmeM5AgTUIN5/56xDGfqK5bVnhluoYImBKEs5HOD6fWraW6+WDzmqsQ1c9Gs9Us78fuJ1Zv7h4YfhV2vLxGRghGyOQR1Fa1h4ivrNgkz/aIfR/vD6H/GlYhxO6oqhYataagv7mQb+6Nw35VfqSQooooAKKKKACiiigAoorN1/UP7K0C/v84MEDOv8AvY4/XFAHh3xY8SnWPETWEL5tLEmMAHhn/iP9Pwrzw1LdStLO7uSWYkknuagq0gFpKKKYCUUuKQ0AFB6UUGgBhODUuoajcagLWKVspbRCKMegyT/Wq70iLjJ9aVh3ewqrxTqUUUCEopaKBiil9KShvu59KAH05GKkEcEUwnpS0AWLoB9s69H4b/eHX8+tVqtR/PaTR9wA4/Dr+maq0CGtxU9vqc9jbXUcDbRcx+U/+7kE/wAsVXY8VFjLfSi1xptbCIvepcYFApaBCUUtFAwFOFIKUUAKvSnA80xDjI9DSqaANfSLn94bZjw/3fZu3+FaZXdXNQuY5VYHBBzXUMwYhx0cBvzGa4MXCzUj6zh3EtxlRfTVfqR4f+9j6CoxCI2LDnPJJ5NWOCKQgYrjuz6bki3exCAxkBU45/Sui0PW49Psria5O94uEU/xt2Fc9L8uGHaoX/evxwO9aRlY4sXhYVrJ73HX99c6neSXNzIXkc8k9vYe1RRxFejfhUgUDhelPxik5mlLCxjqxvOOgpm3AqWmkVKZvKAg4an9H+tNxkZpScoCO1A1oKRzU9rfS2codDkZ+ZG5Vh6Ed6j4dc9xUUnYU4tp6GdWEZRakrpnqvhu907VLTfbQpDKv+shAGAfUe1ap0uALKVZwJVxjOdv09wa8j0TVJdK1KOeMnAPzDsR3FexpcLJZx3ULbkYbgfY816dGp7SNmfE5ngvqtROHws57RL2X7dNazZ8yFyjD6VJqmpESMlu4Eh6yD+H2H+NR6hAtvfzXdu/729jVAo/hxwzflgU6000u2TjaMAD2qoU+W7OKpV5kkjM0vShC5Kb41Y5PluVz+Rrc/suBx87St/vSE1ajttnGB+VTYwMHj3FaGRmpo0CMGVBx05qz5QX5Rj86tBcDkigIp56UAVduOcfjS7FkP3f61NIvlJubdj2psmEiVxgg0AVzus3FzC5V4/mU12mjamuqWCy4AlX5ZFHY/4GuN1AAQL6sRkH0zUvh2+NhfrubEMrCNs9uuD+dJkyVz0CiiipMwooooAKKKKACuT+JTlPh/qhHdUH/j611lcn8SV3fD7VfZEP/j60AfMkh+Y1HuxUj9TULdKsB5PIA/GnAVCh59+lTCmAtNNOpDQAlIaDSUARsMsB70/FGOaWgBMUtFFIApKWigYUhPBHtQTioy3OPagB+7P5AVIDk1Anr+VTDjigC3aHMjKMfMjDn6GqmeKtWRH2qPPQnBqqRgkelADG6UIPl+tKeaBTEGKKWikAUlLRQMKQnFL0qNjQA4ty3vinA5H1NQZy1TL+nQUASrxiuntmL2Nu3/TPH5EiuXFdLpxDadDjsWB/n/WubFL92e3kErYu3dP/ADJ8UuOKKQ8V5p9yRyAN8tVopBJKygcL+tWGzvB9qETavA5p30IlGTkmmJtx0pMe1SUYqTSwzbTalxTSKAGLwee9IPlcg9KU8U1jkYNUiHoOjbD7e1Rk/O3tTVb5wO9CHJPuaqxzud7IU8GvTvBt8bvw8bdm+aJtvJ7Hkf1rzIiux8Aylri6twfvKCB7/wCTW+GlaZ5mcUubDyfbU6q1h8+7kmdSIx8sZ9hwP8a1kUBQA4PsakSBEgWMbRtGKYUx0NekfGC4Gfu59aQjn5cZ+lJghcc5HoKcpPT5hzSAjZCO1RsCFzg/hVpgMc8k+tQuPQYIoGNSVZUMZOcjGSahRS9nNC2d8WcfSmzPyCQM/kfzqnPfbbiGZGwJSIXB/vbh1/CgBs9wZ7loycqkcY/E5b+gpkkgCKqn+Mtx7cfzzUXzI8rRjMkrkpn8l/AAZoKLGqgE7VGAT39/x5P40CPTdNuPtWnW8+cl4wT9e9XDWL4XcNoMCjPyll/X/wCvW0agye4UUUUAFFFFABXI/EuYReAdSBOC4RB7/OP8K66vOvjHeJB4QjtyfnuLlQB7KCT/AEoA+fn+8aifpUjHmo36VYEO7DcetTg8A1VPLcVZHA+lMB+aKYDTs0ABptKaSgBKUUlFAC0dqM0hNIAJpM0hNITQMCaiY8080xxxQIli6VLUMZ4qWgZLC+yVT6Glul2XUq9txxUQODmprrkxyf30GfqOP6UAQUlFFMQvaijNJmkAtJmkJpM0DAmo2PBpxNNNAhE5arA6VWThqsL0oAdmuh0Z99k6/wB1x+o/+tXPZrW0SXE8kZ6MhP4jn/Gsa8eam0ehldX2WLhLzt9+hs0hGacaYTXlH6MNbrRSE80tIQUtApaBiU04pSahLUCbsK1RMacTUTGrijnrTsiOR9rK3sRU0KkgCqcjB7hUB6cmtBOE4HNaT0SOTCvnqSfRCN3I6Dium8AybdfKZxujP445/pXMv1x2Fanhe6+yeILSQnA3hT9DxRSdpJjx8OejOPkz2MZI6VGhxxzj3FSYIPLH86CQfevVPgUM2jPA4pWAC5xSqCSeKVlOOmaBjNysOVU/Q1C7YT5QPzpX4J4xiq8xwvJoAqXL7s4zmsNyLjVPKU5CssjEH7pAI5+v9K07uYqpYAsB/d5Nc1pc51S6lnifZC0zK64IJAx1/wA8dKBHSwFXLOpzklAewHc/yFJLgxs3tx7VZhiCxhVGOMfQVBcZwIx1Y5/CgDsfCDh9IK/3ZD+oFdFXJeCpgYruE9Qyke46V1tSzOW4UUUUhBRRRQAleV/Gm1u59O02SG3eSCJ5PMdFztJAxn8jXqlY/iBsWsXPWT+hpN2VyqceaSifKLHmoZDxXu2q+BdE1wtI0Jtrg/8ALaD5cn3HQ1wet/DO805Gkt9QgmjH99Sjf1FKNaLNp4acXpqefKMygVZp7afLb75HwVRwhI9SCf6U3Fap3MGmtxKUUlLTEBpKXvSGgAopKKACg0E0maQCU006mmgYlI3SlpyJvkVfUgUxEcZqcGtG18P3WpXRWxWPa/zKGfGAe1dRY/C3VpiGu7u1t07hSXb9OP1qHOK3ZpGlOWyOHFWp0cWVs7owDFthI4YcZx+Nen2vgHSNNUPKr3co/imPy/8AfI/rmub8fxhU04gYUeYgAHA+7URqqUrI0lh5Rg5M4qikorY5xaSikzSADTT0paQ0DG0GiimIj6PVhTxVuHTDc6b50ePN83Az3Xgfzre0/wCHmuXyK6m1jjP8TS5/QCoc49zX2M9NNzmK0dFWR9SjEaM2Ml9o6Ljk/lXd2Xwut4MPqN8057pCNi/mea100uz0yCWCyt0hVkYHaOTx3PU1lOrGzSOrDYaXtFKWlmcYOlMJpScKPpTBzXlH6Otg60tGKKBBQTSE4puc0ADNmojSt1pjVSRE5CE1Geaeaaa0RxVNSk3y3qn+8K1E6Vm3IxNE3vitCM/LVVdUmYZf7tScfMG6URO0cysvUHIoY0iKzOFUEsTwAMk1mjrrNHt+m3JutNtrhsbpI1Y4PfHNWTtx1596x/C0V3D4ft0u12sMlBnJ29s/rWwTgdMmvWg7xTPga8VGrKK2uxAcj735cU0lgfvHH1zQCO4zTHIPABz7iqMRJOnzHk9KpTP/AA7gRUkhwMEDFVXYgHjigZTul46ceoNcnokwtdRurM9RM3XrtPI/PNdbMMjoPwri7mKaLxeXiAO+JSyZwepFAmehwnKA+lV7hdrl84wuB9elMsp5XjH7tVx3ZxUr/Ng/fI5yBwPpQM1/B/7q9kVzy8ZC546EGu1rzrR73ytatQOhk2sfrxXomeTUcyb0JqRcbX6jqKKKDMKKKKACsLxK2LeFfVz/ACrdrmPE8uZ7eAdcFv6f0qKnws2w6vURRhbaua53xTdbbOT6Vs+YEXBrjfFt3+62Z69q5Y7npyOak0jzfh1f6myn5L6PafY5B/mK4o17re6Ott8DbqLaC7xC4Jx33qf5CvCmruhseVN3kxKWm96dVkBSGig0ANzRS0hoADSUtJSEFNNOpDQMaKmtx+93f3QWqEdasxAiGQ464XP45/pQB03hW6McsRHWN9h+h5H9a9etJ/Nt1b2rwzQLjytQMf8Az0XA/wB4cj+v5169ot35topz26Vy1laVz0MNK8LF69b5CR6V5x48+eys2/uyuPzA/wAK9EuP3ikD8a4DxtATpef+eU6n8CCP8Kml8aNK6vSZwBNJS0V2nliUlLQaBCUhpaDSGMNLSHrT0UsQB34pAjpdPTy7e3hPG+PB+rcj9cV6R4VvC9kiN2Fef6hp17ZHM0Dx4xtyQceldR4duysqg5USKHAPvXAm3dn0OJhGCp8vZL7juJmyhHesK5Y/aME9eK1Xk3L1rHv0ZGWTuDSMY7nAScNt9DingYWnTx7L2aP+65H60h6VyH28HeNxlIOaXtSDrQUI3SoyakfpUVMTA9KZ1p9MPBpoznpqNIxTTTzzTDVo5aisQTwyTACJGdlO7CjPA6mtLTrC8v8AC2ttLMcfwLkfnXQfD20+0a/LMRlYoG6+rEL/ACzW94WY25mtTwY5GTH0NbOF4JnjvFujXmorojIsvAl1IBJfzJAv/PNDub8+grVXSbPTEK28IV+7nkn8a6mXlaw9Q69amyRy1MVVqv3mb2m86db8n7nQVZZ9pAwfrVXSW3aZBx0XH61d4PHGa9KHwo8OfxMhOB1z+NMlxxtYCnuGxuwfoKReR8wJpkFZgT3z71XcjBAGDVtlBJ2rj8+aqzA4weMegoGUZjwf8K43X4Jk1ODUIwcR/u3I6YPI/rXYT8AAd6sWWlDVvDetwFQZAI3T/eXcf8RSlsC31KOjATwK+eSPriteSBQvUmuf8POVj2Hsa6U/MprilOT6nfGnBbIy4z9n1CJhxtkUj869THSvK775GWQDpXptpKJ7OGUdHRW/MVpQ6o5sYtmWKKKK3OMKKKKAEritUm+1a1O+fkj/AHY/Dr+ua6+4lEFtLKeiIW/IV57BMXaQt1Ykn3rGs9LHXg43k5FO5vsXywj+LgVynidHN9Ah/wCWjgCt+52R6kksh+VSGzXM6hPJe69ZzSHIaUYH90Z6VlFanZN6HsmuWKnwBf2e3hdNdQPcR8fqK+WGr681RPO0e8j6boJF/wDHSK+RJRg49K7YnkjKXNIKKoBaaetLSUAFFFFAgpM0ZpCeaQxaaaM0maAFHWreMW3uW/p/9eqi9a07qAxWVpJ2lVmH4HH9KARVt5jBdRTDqjhvyNen6PctEZIxyFbgj0ryo969L0HqhPeND9flFY1lojrwj95o7Gzcyx7m61z/AIo0/wC1WdzCg5kQ7R/tDkfqK6G3GOazdYkIKn05zXMnZ3O5rmTieKUVoa5bC01q6iAwu/eo9m5H86z67076njNWdgpDS0hNMQZpDSZozSGJWho8H2nVbSHGQ86KfxYVn10fgyES+IbYnpGTJ+QJpSdlcqnHmkkdh4qfzGZRySa0tesho1xoqouGFlEJB/tc1SjhGpeLNPtG5V5lB/Otv4isX8TBR0jjiA/Hca44bM9mu9Yx7K/5IdaXLSOqkcYqzqEIktj6iqtjholx+dXblytu2PSoYkzgdUhMd4XI/wBYN349DVKtnVU8y1L945P0PH+FYrdK5aitI+uy+r7ShFvdafcMNIKWkFSdgN0qGpW6VEaaEwprUtFNES1RHTT1pTSd6tHHN30PQvhxC62l/OBgO6IDj0BJ/mKtMhsvFF2hGBKwlHvu/wDr5rT8JWTWHhu2jZSHkBmf6t0/TFQeJofJms79eDu8pj7dR/Wu9w/dI+RnWUsVN9HoahbcufasfUfuE4/GrUNyJI1w3Wku4g9ucZ6VzGqRc0El9MTDDhiOlam3vxmsTw1IPss8fdH/AJ1ttj3P0rupu8EebWVpsYduTkc1GwJHAwe3NPZmC5HPsaiLE9fyFWZDHVl68e9VpgFH3+KtMQwxuwfQ9aoznGcjNAyjKdxIUiur8FLi3vRj+Ne3sa5I9eldf4Mz5N5/vr/I0mKWxyN7af2T4jurcDCb9yf7p5FaiOCnXmrHj21CXVleqMFgY2P05H8zWSkxWJcDJxXFUVmd9GXNBMku4jLGfQV2XhW5+0+H7fJy8WYm/A/4YrmEUNFg9a0PCE/kahd2LNxIBKmfUcH+n5U6TtInEx5qd+x2dFFFdR5oUUUUAY/iabydBuSDgsAg/E1wltnZuNdd41fbo8a9mmGfyNcpFgxD6VzVn7x6WDXuNmTrGQCfasCwia58SadCOczKMfU10urcRtn0rG8IL53juwHXEm78hShuXWdos9yul32kynujD9DXx/cDErj3NfX923l2cznnbGx/Q18gTnMrn3NdkTyyGlpKKoQUEUCg0DEopaKBCGm040hpDEooooAB1rb1Af8AEm0ts9Uk/wDQzWIOtalzLv0qyT+5vH5nNAIzjXo/h3MltavyQYl59wMV5x3r0bwf8+kWpznG4f8AjxrOt8J0YZ++dzCP3Y+lZWp5bg1rxjEY+lZWqqrKNrbWrjPSR5n4wg26lDOBxLEAfqpx/LFc9XV+MRmOyc9dzj/0GuVrtpO8EeVXVqjQlIacaaasxEooooGJXT+BwW8QxKDyVcfpXMVueFpmg1mN1OG2sB+KkVM/hZpR/iR9Uek+HVik+IdkEO5UbOfU4NaXxEiI8SqR/Fbxt+TMKyvBqeZ4z08gYIYn8ADXY/ELTDIbTUV/5ZhopPoSCP1B/OueK9w9OtJRr2fVGBpQ/cjPpVq84iI7YqLTF/dD6VYudpjIbpisWUjlbyPfBOncoSPqOf6Vzp6V0soIm2ltynPauaHQfSsKq1Po8mk+SUfMaaZTjxmmZ5rI9gHPFRVI/So6aJY09aUdKGpAeaoyvZkb9aF54pzikjYxyK4HKkEZ9qtHHUTTZ7hZgrp9urcMsSA/UKKpeI0EugXGf4Nrg+4P/wBc1ctp/Pt4pgCBIgcD6jNQ60udBuz/ALHT8RXqP4T4iLaqfM56wB2JIGyBW596HnuKxtKGYAMelaUrYhOM9K4T1JEOizLDrMkQHyyqRj3HNdNkc5PPpmuKs5THrNux/wCegz+NdodoHQV1UHeNjzsUrTuRORjljz2FQkHsMetSyHnB4/Cox83AGK2OYaxCg4wP1zVC4bqB+taMhIQj5T+dZsgx/wDWoGU1PzcfyrrfBmQl6MYGUI/I1yKvh2GK63weSJLpT3VT/OkxS2HePIy2go4x8k6n9CK5OyO+FMgZHWu58XQ+f4bvOMlFDj8DXA2LZ2YPGK5aq1OvCv3bGzECBmqAvjY69aXRyFWQBiO6ng/pWgn3aw9WUsuR1B5rG9nc62k00euAgjI5FLWXoF59v0O0uM5JjCt9Rwf5Vp9q7U7q54rVnYWiiimI5XxwP+JZbknH77+hrmbYZVTXUeOAP7IhY9ph/I1zFu6CAOp4xXLW+I9TCfwzL1th5TnNZ3w9QzePISOQiux/75NP8RTbbf0zzWr8IdNZ7y/1Nx8qqIkJ7knJ/QfrTpLUnEO0T0/Vm2aPev8A3beQ/wDjpr5CkOWNfVvjC6Fn4P1eYjpaSAfUjaP518ov9411o84bijFLmimAlFLSGi4gzSZopKBgTSUUUAFJS0UAIOtXyd2mJ1ysh/Uf/WqhVyFt1lKhPQhh+H/66AK9eheBnDaXt7pMw/MA157XWeBrzy76e0J/1qh1+q//AFj+lRVV4mtB2qI9T3YgyO1ZGoEGPnIOOtaML77fp2rN1DBtiCORXEeqjgvF/wDx7Wf/AF0f+S1yma6nxaMW9lzzvk/ktctXZS+BHl4n+IwJptLSVoYhSGlooAbWho8vlalA/o4qjUlu5jmVh1BzSHF2dz2nwEqt4ut89UV8f98mul+ImoGObTbBWAExd3HrgYX+ZrlPhxIJfFkDqchonYfita3xUk8jVdKlH3lRj/48K5W+WDPYp01XxkY90/yZHp3EY+lLctncCMjGOKrWEvIxypG4fSrFwcOSemKyY+pz0uPtIwciubHQV0Uqg3p7CudHQfSsKvQ+gyXafyGP0qMdakeox1rI9pg/So6kbpUZpoiQHpUfQ1J2qNqtGNTa4rdKWEBn2H+IYB9DSDpSKMsAOueKaMqivZo9stk8q2giQHasagfgBTtRQNpF0uOsTUmnTfadNtZn+9JErHHripNQUjTrjjP7s16v2T4KV1Us+5zunLthAq3cgiPPYjmobJcpj2qa4cLER7YrguerIwJm8u6jcDhWBrviwxkY5Ga8+u85HOa7uM7rWI7edg/lXTh+pw4pbMV8v0HHrTFwvUg/hTXLY4pq/M3II9ua6DkJJQNpwB09azpB8xyMVqSITFhQKy5PlYqAOaAKmxBIQM/Ma67wjEAbp++EH865iNGacZIArrvDAAW65BO5f5GkyZbGzdwC4tJoSARIjLg+4xXllihQ7D2OK9aNeaXkH2XWbuEDAEpwPbqK56y0TN8I9Wi0vCCszVgphJA+b1rTU/u+aydQOYyCp653Vzs9BHWeAZvM0J0JGY5mH4EA11dcR8OpN1tfp6SKfzB/wruK64fCjya6tUYUUUVZkcz43XdoiegmXP5GuVRdlryR06Cuv8ZIreH33HAEiHP41xYceWozkKOvrXLW+I9PBv3DlvEcpZtnfoK9Y8B6Z/ZfhCyjK4klXzn+rcj9MV5NcwtqGu29svLSyqgH1OK96hjWGJIkGERQqj0A4rSktDHGS1SOV+Jsoi+Hmq5OCyIo+pda+Y2OSTX0F8abkw+C4ogceddoCPUAMf8ACvnvPNdCOIKWikzTGLSGjNFACUlONNoAKKKKAEoopaAGmrVmQX2n+IEfnVU1LbSGOdGB6HNACVc0q7+w6ra3OcCOQFv93of0qvMoSeRR0DGo/ajcFo7nulswClRg8ZGO9UNTPysPyqv4fvvtGk2M/rCFb6jg/qKl1NgyGRMEZ5rgkrOx7NN3SZwPixsmzHs5/UVzJro/Fbgy2iDsjn8zXOmuul8CPMxH8RiUlLRWhiFJRRQAUqHDCkNJ3oA9j+EMRuNWWYciGBwT6c4H86n+Juopd+I0tk5FpGEYg9WPzH+lJ8EbqEWusiTh4lR9x7Jzu/kK5XVb5tR1O7vG6zzNJ9ATx+mK4sU+WNu59FkVN1sT7R/YVjotBnD6fGScmMlD/T9K17o/u93+TXK+HZ8PcQnqQHH4cH+YrpJJVlgVD97HrWMHeKNMdS9niJJddfvMCc4nc/7JP6VgdhW5O22SXdjKo4/Q1hZ4rKruj1sm+CXqIxyKiqRulRnrWZ7DBjxUZpxNNqkRIKa1OpDTRnLVDAcU5DtkBNNNKuC656ZqzmvZnsPhiYzeHLNuCyoVP1BNacymaCRMcspH6VzXgO7WbRpoi3zRzngjswB/xrrRntkV6dN3gj4nFx9niZR82cvYuAuO+OaLhvkYnHuKVozb6nPF0G4kfQ80krbVcg4z1zXA1Z2O9PmSZz1zIWlwCcV38ZK28ajP3V/lXAzDfdYIGSwAI7137jbgKSuBjiunD9TixfRETsScbh+dPhXac/Kc+tMA3NwwPsatKox8yiuk4xXI8skishsuxCkVpzsEj4bB+lUFVVXOMk96AGW0X73rnFbvhqUjVrqLoDGDj6H/AOvWTbAZYgZNXfDTg+I7jd94xED8xQ9hPY7PvXF+LbMw6lFeKPllXax/2h/9b+VdrWXrll9v0qWJRmRfnT6j/JrKaurBSnyzTOLifenWqV4oMbhgT6Yqxat8wHrUOp5WDIHsa4meujS+HDkTalHng7Dj6ZFeg15t8O2ZdYvkPQwhvyb/AOvXpNddL4EeXilaqwooorQwMTxYN3hu74zgKf8Ax4V567FIgMZ4zXonin/kXLv6L/6EK84uo3NsGJ4CnFc1bdHo4P4WV/CFr9t8cWxI+WImU+2Bx+uK9nrzH4ZWxfVNQumGdkYT8Sc/0r06tqa905cS71DxP46X0n2zSrH+ARvNj1JO3+Qrx6vVvjmf+Kh03/r0P/obV5TWqMRc0UlFMAopM0ZoAXFJijJpMmgAopKWgApaSigBDQvWg0DrQIsTH96T6gH9BUeaknyfLY90A/LioqBnongqYy6H5YGTFKy49jg/1rb1AYtsetc18PXHlXytnAdD+hrptTBMIJ4Gfxrjqr32erhnemjz3xSMXVsvpEf/AEKsAiuj8WptntG9UYdPf/69c4Sa6afwo8+v/EYlFJRVmQtFFFAAaSlpDQI7z4dX7Wdn4mIbBbTuOe5cL/7NVQ8HrWP4fuXhnniVsCeEow9QCG/9lrWJya87GP30j7LhuKVCcut/0NHRpNmpxj++rL+n/wBaurAIUkr0FcZp7FdStj/00X+ddux3RYUc45JHFZ0th5tG1aMu6Ocuh887f7DD9Kxc1uzpnzhn+Fh09jXPBj3pVlqjqyd/u5LzHnpUTdacWphNZI9dsTNJQTSZqjJsM0maKSmZtiGmg8080w8GqRz1NHc7v4dXGLm6tupkUOv1X/6xr0PH515L4LmMfiC2UHG5ihx6EEf4V6xnjqa7sM7wsfK5xDlxHN3S/wAjE1dfL1RH6F0/lxVO4IMQLD71XNeO17WQc4LD+VZt6+bYAAYwDgmsaq99hQd6SMu3jEusW8YHWVcj2zXdzEk+n0NcPoQE+vxdflyx/AV2pV+gGRmuigtDkxb95IfGgB+ZR+dTEkDjoKhVFHfp2x0p247ThzWxyEFwztxn8BUBjwuSMGnuwZ8E8g+maUqNnOce9MY2BFRHJbIxTvDkn/FQR84Vgy/X5TTf+Wbbc4o8Mjd4hhJ5IDn/AMdpMOh6FRRRUGZ59q9r9g1eZVGEY70+h5/nmqd3iWAqw4YY4rpPF1uDFBcgcq2xj7Hkf1rlbhmEKnHy461yVFaR62HlzQTJ/h+xTxDdxOfm8g498MK9Lry3wS4Hi4k5zJC4BH4H+lepVvS+E4sX/FFooorQ5jnvGMnl6Jt7SSoh/U/0rjSFmtcAAjHIrsvGCB9DLH+CVGH8v61ydtHtiQ9OOlc1b4keng/gZofDZQqankYYSID+TV3lcL4bvINN1aaByEju9uG7Bx0z9c13VbU37pxYhNVHc+bvi1NdXHjy781JBFEqRxblIGAoPH4kmuGEMpGRG5Hspr3fxpdBPEcwYK0RCp8yhhu2j1rnmNsCd+nWzEgfOkY4/CtkjI8pWGRjhY3J9App4srpjgW0uf8AcNeiXLQhFG/y1JyB936Vml2EvySq65yeQcVaiS5HIf2be5x9mkH1FPGkX7dLZ67+0iLZyNwPIFaUEYClnBXHTnrQ42Gnc8yXQtSZ40Fo+6Rgq+5NTR+FtYljEi2mEJKhmcAZHWvU3ZQ1suN2ZV59OazDKi6dahmH+twfp3pWA88PhzUlHzwbOcDcetOTw1qLbfkQbumTXaufNkLHaFLlgMEfnzRE0okxsVxyPvYppCbOP/4RTUV+/wCWozjrmmN4ekXA+22xJxjG7H544rukuJSwEsDr7q2afJ9mmO6SF5MdBKmRSsFzgY/DlxICftVoAPWQ/wCFRNoTowBvLViTgBGJJ/Su6ayt/MymmxM3clOBVG/P2YbY1iiPfyk28/Wiwzkr7TprKOJJFJJZsYB6cfl9KqC1uGGRbykeuw13unOoRwSMAbg3XvyaFga7nSK2mzIx6bs/j+FCQX1shPh7YzJFeyyxugLIF3DGcA/410WpyoyNnjsBWrYWa2VmkK84HzE9SfWqGsQCQbuenQVwVGnNtHs0IOFNJnE+I7KbULS3NvCZJI3OcdgR/wDWrn4fDerXLRiKzcmTJXkc4JB/ka9N0yNYoWJPJJzn6UQyD7ZbsfkBSTj/AIETXXSXuI83EP8Aes80bwvqy7d1tw3OQwIH19KanhzUHPEa4xnOa7kzB4Ygm0kMzHIPA596jO6NRsKt1HXGa1SOds5BPCupOoIWPB4+9QfDVwg/e3MEZ64bOSPUV2wnnRVxbArjkq9TCVGj2uk+T1GM0NAmefDw/OxAW6tiD3LEY/Ailk8OzR43XtmP+2h/wruZrSzdTixR8f8ATPkn3qGW3SGEuLO2hwOP3YJzSsM5PTdHmjuYp0kSSMNgsucYx+tX6tRTFpy7Pu29Oeg74quy7XZfQ4rzsatUz63huXuTj6FjTUMmpWyjJPmL/Ou8nxBCEI5Pesjwxo5iAvp1+cj92p7D1+tdDdJvgZT371lTi0tSsyrxq1bR+zocrJIn2ltvKniuYbhyOwNdLdQ+SZZBn5VJH5VzWD6VNbodeTxdpy9BDTW60pBFNINZo9iV7DaKXBoxVGYlJTsUmKCGhKYwqTFMYU0ZVI6Gx4UcJ4lsGPQzKp/GvYTx0FeL+H3SLXrBpDhBOmT+Ne1NEqnkiu7DbM+XzqNqkX5fqY2vqfItzgcOf5Vg3JZrSToY+x9K6LW9nkwckjzD/Kuev8/ZdoQqo7nuaisvfMMM/wB2R+GAf7Z5AyI25Fdpkg4Jx+Fcj4Wi3a04JH+pY/XpXZeSQPlK/rW9H4TkxP8AEGDn8e1NY/KQFHSpQjBeoBphQEnLDn2zWpzkMK4GdtLIx24OQPr1qZoPl4P5ZpoijQdTuxTApSMojJIxR4fkMWt27gdX2fgeKmmC4b72fTFV7O4isdWtJLh1jUzKoDdSSccChh0PR6KKKzMzN1u3Fxo9ymMkIXH1HNcCxDWxbI4FemSqGhdT0KkfpXmUUYMchIOPc1hWWzO/BN6opeHZGtfFtix6tIUPP94EV67XiktyttqkFwhG6OQMPwNezwSrNBHKhyrqGH0IzTovSxGNjaSZLRRRWxxmD4px/Ziqf4pV/TJrl0BMea6Hxc+ILZM9XJx9B/8AXrnZZhBb88YHNc1bWR6mEX7spXce6NyK7nwxqD6nocM0pzMmY5D6lTjP4jFcFp16uoWs64/ewylGHt1B/EV1vgXd/Zd4pAAW8cD6bVqqT6EYyK5Uzg/Ec+7WL4qcn7U45HHXp+VZ0PmQhgoLwk8L3HtTtSna9neVfvSuzEL6ljVIXBtEVW+ZQvPrkV2paHnE11PbKP3/AATzhhWa0NtKwxEp3HIIqe5uPO+Vhuzzg9MVTCQtIrmAAAcFT+tUiGaVvaKjoy+ZHjurHBq6qyF0BnDf9dF61lwlUCFZZE4xjdmrIklaQnzlb0yPwpMaN1UG+ASqAQ4AZTnnr0rmruaSCygXneZSBjsOf6VpPJLI0Q/uyowx2+YZ/SuNvL0fbEQDfHHKeAfvcnvSKOhxHHasxZBM/KKDy3Tn2/HrVZ5Z1cg4DE8A+49ayEuJ726aMyMMuW2q3C4A4rbSFkJd2y2M5znpVIlkSXV2GCNGSMc81agv5+Yyu0DoTk4pikh8gc5wcVLPIQMKMbRg5PWgC5J9qks5Jo4y0SkAuMfLnuax9VSCSO2e3c8LiQE8lu9W3u2+zSRKQFkAGMdh3+tZs0kbEM/BAIzUlFnTnSO7bcMIYSSfoR/jXS6FFbyM9xEg67Q2K4jTrnGrF9xCLEw479OK7/SmEOixy4AJBY1lVlaB04WHNU9DaA3ISKx9VYqQqnkjNSaDftf6Z5rjlmY474ycVV1TiSQ5weMVxNHqohsCWR12qwz0JweaguQEubZo+E8t8g9juPFNhdo43KdcisPWbg2sEX95mlAHoCwwcV3UX7iPIxStVZJZP9pw0hVUUnBYgbRyM/8A6uTSzSt5jGE5hD5Vh3H0rn4r+RLWFEJj/eEswblvQVqWNvK1sGZ2IYB8M3tmtUc7JftN0o3INwx2NTpfXMZV/KILdeacVxhe2eM1Kj4hJZTk/KMmmItW0807qqAGRiMKevP1qGVRuu4bwNHcbcRqT0YHv2qGOdkY8gMCDnPI+lVrq486WV5MHzTk8VI0Z6oEglz8xAPPrx/Kr1nbG61WOORDh33Nx1HWsm/lRYWSM8kYIFdr4fIkeAOMssKkNjhgQOc1z16Smrvoenl2OnhpSjBfFp6HTwKAqqBj0qO7G2FznoKzX1Jo/EEFoMbPLZmJ+oAq9qPzQn3Irmep12sc5c5dmVuQykfmK5b584Mcue/ymupY/wCkHnIDUyMRJK5EobBxtzyOauFCNX4uhX9pVsHpTS17nN7ZDz5cn/fNBtbg7iIJThQx+XoCM/yrsGz9kchMMeBxVWWURfbvl+YwoOv+yBVfUoX3H/rHiLaxX4/5nJMrL96OVeM8qelIMkfck/75NbjuJWCtuAVQuASR269qYUHy7HK/LnjB6VX1KHcn/WLEfyr8f8zJEMpHEcn/AHyaU20wXd5LY9dtbo88kFblG7YZanSR3G3yYWI75xR9Sh3H/rFX/lX4/wCZyjsUHzJKPqhpmS3CxSnPpGa7NhcuDsUegBbIHvVa5aaOBjLcnfjoh4oWDh3Jln1eX2V+P+ZztpHIk8crIU2sCA/BOD6V0/8Aws3V2HFjYgn3f/GsCJ1V5W6Z6Fh0qtaWkt/qItLdfmLEZPRQD1NdeHo04J3PJxuMrYmUb/gd5pWuX3iSFpryC3hjhYhRDu+Ykd8ml1I/uG+bjHFX9OsI9PsY7WEEIvUnqx7k1U1a3LxsASBjpXnVZKVRuOx6lCm4UlGW5jJrVxo8L3tqkbzKm3EoJUgkDsQahPxG1/cwFvp/H/TN+f8Ax6qGsk29kiHq7/oP/wBdZeQyAofvejcflXpYWlF0031PHxtV+1aXQ6WP4ja3kF7OwbPco4/9mp3/AAsvVsY+wWIPsX/xrkWckEAdD2qNg6/LgA+prq9jDscftZHZr8SdVLD/AECzxnkAvn+dMuPH+uOcW405D7odw/76JFchgkfOxPfANSDB4bn64NJ0Y9BqrI0bnxR4mu/vaj5a9P3LrGP0qtpE0661bTzXYd1lQne5cn5gcVVEUKqx2IW7ZHSpLGWQXgO4BB1VVAzSdOy0Gp33PqoUVHC26FGznKg/pTiQoJJAA5JNeeblPUb6OwtWkcjcQQi92NcJtUR7B0xirV7fNql49w2fLztiX0X/AOv1qBlyBXLVldnq4al7ON3uzm9RgaS7CBQNzAZzXskEQht4ol+7GoUfQDFeRai+JQw+8pr16Fi8Eb92UH9K0o9THHfZJaKKK2OA5XxfHKFt5gCYlyDjsTXJ6r+8t413lEeVAxBxwSM16ddW0d3bvBKoKOMGvOtUsw1hc2cwG+MkHPt3FYVFZ3PRwk1KHJ1Ruapoen6PGktjapB5jbZCpJLccZz+NReC7vF5qFjkgtidOP8AgJ/pXAad46164uIdM1CAX0BlULLGmZEA4zx1/Gu48PW0ieKRLGZGXyHWUkYC5IwD+Iql8d0OUX7Bxnujz/Qoftl1BAdzO6OM9hgHn60kmI7l4LhfLmTKMG/pTtAmksL2OUopCysM9MDJzU09tLdtLM+JZHbe2exPpXUmeaZVxaxo+VYFSemahCRiVcAYAxipZ7LbIQOPXk4FMFiWCrvlXHQ5q0yWi2YVYpt/EZqWO0wS2OfWoUsmRlfz5Sf96rCKFyDNJ0OQzUmwSFcNHHheNozkdsVyFxaz/bF2IcnA4A4PNdRNOIUYje3GOTxiqMVxC8DTOgWTKgN6DnH86goiSzFlGmEBfZ8zKO9ILrDbmDZxjOKm855Mqu1zjsetLFKyofMhYd6tCYiXirgscsfm5qU3cEhI+7+NBkt5HGCoz144yKfFDE8jq4BUd6YiDKhd25NpwODVC7kUhiASD0461vrbx7CRGo9wBWXqnlQxfIeh9KQ0ZWl/v9TgtmAUneMj3H/1q9FnxBpZhA+UIFH0xXnugNF/bllNNypkYMMdhmu71WeO4D29tvRZFBVjz7cVzVdWkehg9FJrcd4bYm2nlOTlv8/zqpqV3514VXota0LJpeg7MKGIxgetc/Cgd2kc4ycknsPWsZPmm2jrpr2VNKRKgZY95HXp+FYWuQyTYAB4AA46ZI4ramZNxO5sccKegrNlu1lu1ikjJQ4zk88Hj+VdUY2jY8mrU55uRl6bp7yRNNMgwFwikd81beUp+72kDHC4qd7lVZliK7QSNtNDyiQMYsg85BrRGTGpdjg5YKo/+tU630OwBlA57GlM8JUq67T1HHNIVjKKylTk8iqENLJI2EZST6n9KgnkQrgEE57VqLbQgjaik9T9abPDEikn5T6YHSkCOUuZdkxfYCuCDkdcjFd54YbOk28uMkRqv6VwV2wlufKzgYY5x6c13uhXVtF4WtmVGMyLltp4xk9awqbM68Jb2qbHyMz6qmx9paUZUjOR/kGtHWbvyLfb0J6VW0eN31F7mXaU52n/AOtVTWbkXuoEL9xTWE2tEj0aSfvSl1ZTDgLudtqjkk9qc7wSDcVjck5x3/Oo7qQRR+WuCTyc9v8APWqweMsm6HJ9cV00YWjc87F1eedlsjajdI7dijMuATtPI+lZWrXUSm9kSQAyxrhcHA+UVLHgghCwwDkE5rn/ABC7LMscZPliNFJ9SFrS9mctro0bKeGC3WWUs+FO1eBuxjoT0A/Wq7MWjWRZQwYnABHFYzNLMU3BnZYwgGOFHHH5ZrehtooUGWAwenrzVollcxXA5jlxuwRnrVpReIyEMCe/FSbCMDjHOO4FTK5EG3C5buM0BYs2glmmSESbGY4yx4+lV5tkUN9Dc7WlbA8xeQhB9aijmKZUt3z6ZqOWZi7FssG5OalopMypysFs6qM8Egmux8IacIoZr11/eTscEj+H/wDXk1wurTB5Y40GSVOa9PRxpfhuOZwcxW68dyQv+Nc9ebS5V1OzB01KfM+hrIilAexrK1I4JQc8dat6Xd/bNPhY437FLD0JFZuonbMy9Du9a47Hp3OO8VI/2GCVTjZKVb6Ef/WrFt2dYlYkYJyBiup1yES6Pcg9Vww4z0IrkZJlUbBzjvmvVwcnyLyPEx0bVH5iu5ycflTQrsAcHmmpNEOWbn2qRL6NA23JyK7brucFmAiYNyOfTvT2QgjGRxSC5Z2G2M596cxcnkjp0p6BqNZtuQTS2r/vfaonX5icdqkg+8SKljR9SaW2/SbN853QIc/8BFVPEc7W2hXLo21mAQH6kA/pmneGpBN4X0mQHObOLn/gArF8Z6iqfZrEMMsfNk+g4H65/KvKm7JnfRg5zSRylzqKWkaByBuYKB9egrS8zcisDjioNO8NQeJZ53nlljFq6+UyYI3kHkg9cD+dOCLbLJGZBIqMyq+MZAOM1zctlc9hTi5OC3Rh6g++Rn/vE8e4r1vSX8zSLN853Qoc/wDARXjc8vmSOAfkVs5r13w8si+H7ESpscQrlT29P0q6S1ZyY5aIqf8ACd+D/wDoa9D/APBjF/8AFUf8J34P/wChr0P/AMGMX/xVfEFFbnnH29/wnfhD/oa9D/8ABjF/8VXP67r/AIWvpPPtPFvh9ZSu10e/iw47c7uvavkGik0mrMuE3CXMj6E1G+8NSSnfrelCQZ+aO8jb8mVqoaB4i0/Q/F9jPDrlsbcyrHMTfJt2Nwd2TjA6/hXhVFSoJHRPFuas4o9tt/EGlRSTKdTsMb3H/HwmCNx96uDxHpGFA1mxXscXSf414NRWvMch7w+s6KxAOuaeQeTm5T/GpX1bRGXA8QacMDtcR/414FRT5wPdZte0QKuzVrJj3/0pMD9aq/27pCqdupafuPJzOn+NeKUUuYD1a/1mwunSE6rbYdgpKzLgZIGSc9K9J8WN4CHh0to+taEt1bhcJFfRbpFHBGA3J75r5gopN3A9RXV7BHDjU7fg/wDPZf8AGtSLxBo8kZVtRtVO3+KZf8a8aoqucD2k61osgOdTsemCDcJ/jT49V0MAY1SwBOM5uk/xrxOijnFY9wXWdHQts1mxXnp9pTkfnTb2FbiJJVkV4nwyspyGB6EHuK8Rr2jTyf8AhHNLz2s4sf8AfApqVwKWlR/8Tq2QDGGbH5Gu4jhAfzoo08wjqx6fSua0eJTrEDkDOGIz9DXZQxKqHPPHHtUygnubUqsqbvEzrmORuJ5SQOdoHFUZHIBXYFQHvzn61tXIVQGxubngVzl/P+/wxxg5CjgCiFOK2HUr1JqzZBe3DxpyyxgjgAc12nwu8N6Zquhahf6haJctNc+WpkGSqqB0PUcsenpXmWoSNO5JbjPAr3v4c6eNP8DacuMNKpnb/gRJH6YpyMTx7xLpb6Rr93YMWAjc7T/eU8qfyqrZ3Hlph97BehHNejfFDTEF5a3+wESoY3x6ryD+R/SvOoh9nmIU7lbtVRd0Jl/MYJUj72CMUqQRM+SoJ4ORxk+9OihRgjEbRjlauQQLuyCSPQ+lMRAbXhWwVJPUU24hkZCC24+taXkNjGAMZPNVLjiNtpzweaLjORvoBC+QMnkZrptL+zJpNpGUZy8Qdx2zk/0xWPdIryEEcAc10dgsS6dbhk+TyxyPpUySe5cZuD5o7hLqaxoqhzGBwBGpNZj6nCoby1YOO7ir1xBCwxGwx154NQrafKTkKBxg0o0oLU1niqstLlVb6GSM7pM7upJ71cja3Zh+9XOO5pUjhCnAU+45zS7nV9qxscevAq2znFYxgEK3TjpWNqth5z/LgksApAz2PP61tyOQePlx75rHa4uU1HeNzouNzKDgHPQ1LGhLOxEFkef3rYY54H0pjefvYBN3ofX8KfJOQzbsoc/3uo+lSoswfzFZXUgHHetFoTuRCSRTveJvYGpVv8KqsmccZxUpuPlw8bZByCoppaJ9mxuehFO4hqyxyOQrBDxww61HNMp+6pY9eBWsiR5CqF/lmmzxogO4EHNK47HNadC154rs4iPkBywI6gDJ/wAK9H1XVY9LFlcTIXjiuFkZQcbgvOK4Xw5eWFv4muJr59ihCsR7Zz6/Sukmjj8RXkTySkWUBBU7h+9J6/hXFWfv3PVwcU6bR1R1GO+RtSjtPssMoDLGVAOMdTjua5aW7+1XjzkjYhxWnrV+DEttB9AB3rAvJodM08ySf6tPvY6u3oKxV5M6W404+SM/XtRW10yWMkeZOCqL3+v0FcOoZ24br716D4M8O23ji28Q6hqccpe2QC1WOQqFO1jt9xwK4Ly1VsMvTrivTw8eVcp4mJq+0lzEsVsCAS3NX7a3jDYwOneqcUScYZhzWnb2uckM2cV1KyORiMgBABz+FRlcE7uw9K0vs52cqeeM1GLUFmHOPWruTYzHG0ZxTYjgmrF2hQkZ/Cqyn5hxSZSPpDwK27wPo5zn/Rl/rXL+Isz61eXJkQIjiLDHBUKOf610Pw7Yt4B0gt1ERX8nYVneLvCV1qN22o2kru2F3QIQpOB27H8a8mor6HpYScYVLszdD8TwWdlDZafF589xI7zM2R5XYA+pwKoazKlrbrbwli7cc9ahxcaa4D6fcIy8fPGQc1Bb2t9q99+5haSc/dTpt9yTwKxld6HpRUI3lfcv+FtH/tLV44pF3W0A82b0Y9h+J/lXrPAFY/h7Rl0bTFhJDTv88zju3p9B0rY7VtBWR5eIq+0nfofANFFFUYhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFez2QJ8N6WQMf6FD/6AK8Yr2vTv+RZ0v/rzh/8AQBVRAt6Om6/U4+6h5rrrYKsfJyetcxof/H4f9xq6aL7p+lUxlbUJwsZxxkZ4rjr0tLKT6Cuov/ufga5uX/VmhAzN8hp7qOFRlndU/EnFfTtrAlraw26fciRY1+gGP6V826V/yG9P/wCvqP8A9DFfTIqZCOU+IFkbvwy8qqC1tIsn4dD/ADrx5olXAHA7Y/hNe8eI/wDkXNQ/64N/KvCz/rU/GqhsJlmJWUASfMeKuxhVQYYDjvUI+4PoKkX/AFYqgNDgIvHUYrPvQBAVA7Ve/uf7tVL37v4UgOZdTvcEE54rft9oiVBwQo69BgdqxZP9f+Nay/d/H/CmBoBVkix14yaljt0ZeYwRnriox1H0q+v+rekMz5YyrFIwAD2AxWaxWOTb95ycHP8AWtqf/Vj6Vgn7x/3jQgIbqaKIhW+ZjwfSvRPA/h63uPBc8s1vG8l87yR7xnaACqH26E/jXlN3/wAfh/3a9+8If8ihpP8A17J/KpnsCPAzCZLKB3XO1NrnuGHFT2UjRpkRZUd1q7/Hd/8AXeT/ANCNVLPrL/ntWvQjqXC68rjgnIIp6QoXJ2rngg4xzVcf6v8A4DV2L/XN+H86QxxtR8pK4z1KntTZ7dmQ5ckjpVo9U+tNPRvof5UDRyV9aLFOCoySTzUUl1dWmyOC4ljTYp2o3FaN599foazr778f/XIVdOKlLUmcnFaFi38T3tupEscU5xgMwww/KsvUNQutRT/SJMgE7VAwB+FQv1H0ph/1f4VqqUIu6RLrTkrNntvwXsFh8I3VwRzc3bde6qAP6mvG9VtWstXvLZxhop3jI+hIr3n4T/8AIh2v/XWX/wBCrxjxn/yOut/9fsn/AKFWNJ++xz+EzLZQGAI710lpbRFV55I61z9t99frXSWn8P0FdLMS0trhDjn0qB7cgEEc9K0l/wBT+NRydTSuOxzV/Ft4I5rMVSHGa3NS/wBZ+VY5+8KoR9CfDn/kQdJ/65t/6G1dRXL/AA6/5ELSv9x//Q2rqK82W7OlbC4poVQSQACepx1p1FIYUUUUAf/Z",
"path": "003326.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003327
|
Men Tshirts
|
{
"bytes": "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",
"path": "003327.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003328
|
Men Tshirts
|
{
"bytes": "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",
"path": "003328.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003329
|
Men Tshirts
|
{
"bytes": "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",
"path": "003329.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003330
|
Men Tshirts
|
{
"bytes": "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",
"path": "003330.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003331
|
Men Tshirts
|
{
"bytes": "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",
"path": "003331.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003332
|
Men Tshirts
|
{
"bytes": "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",
"path": "003332.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003333
|
Men Tshirts
|
{
"bytes": "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",
"path": "003333.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003334
|
Men Tshirts
|
{
"bytes": "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",
"path": "003334.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003335
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAIJAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDnf+Fo/ETU9Svhpl7H5cEzDYIYgEUsQo+br0p//CefFn/n6i/74grC8HNjUde/66r/AOhPXVhgRzUbtot6JFH/AIT34sf8/cf/AHxBSf8ACefFn/n7j/74grQGKQ8UaE3ZmL8Rvik1w1sL2PzVUOV8qHoTjrUv/CefFn/n7i/74gqHG3xIf9q0/k1aQ4FFkHMUv+E9+LOcfa4/++IKP+E9+LHT7XH/AN+4avBqdnvRoF2Zdx8RPinawPPNexrGgyx8uE4p4+IHxWIBF3Hg8/6uGk1wZ0S89oyatwnNvGf9gH9KdkF2Vf8AhP8A4rf8/cX/AHxDR/wn/wAVv+fuP/v3DVzjOBSYyKWgXZQn+I3xStYxJNexqpYLnyoTyTgVJ/wn/wAVxn/S4v8AviGoddA/svd6Sxn/AMeFaRwWJ7ZNGgXZU/4T74rf8/cf/fuGj/hP/ivnH2qP/v3DVsDAJNAYHryaNA5mUj8QPisoJN3Hxyf3cNRw/Ej4o3EKSxXsbI4yp8qEZq67ZDcdiP0qjov/ACB7X/dI/U07IOYm/wCFgfFb/n7j/wC/cNH/AAn/AMVj/wAvcf8A37hqz2pyjjNFkF2VD8QPit/z9x/9+4aij+I3xSleVEvYy0TbHHlw8GtAng1maf8A8fup/wDXwD/47RZBdk4+IPxW/wCfuP8A79w0v/Cwfit/z9x/9+4asc0UWQXZW/4WD8Vf+fyL/v3DUQ+JPxQad4Fvo/MQBmHlQ8A9KuNWZCCNdux/0wjP6mloF2XB8QviqR/x+R/9+4aX/hYPxV/5+4v+/cNSrS07ILsgPxB+Ko/5fIv+/cNRn4k/FEXItzfR+aU3hfKh6VaJrNkB/wCEghPb7M386WgXZLc/E34nWaq1xfRqGOB+6hPP4Vnv8Z/HySGNtWQMDgj7PH/hS+IwWt7fj/lof5Vwl1xfSf71UkmO7O4/4XX48zj+10/8Bo/8KvRfFP4lTWsdzHqEZhkfYreTEMn6YrzFvvH612ulbv8AhGLD/r7X+dKyFdnRn4hfFTP/AB+Rf9+4aT/hYfxU/wCfyP8A79w1Mw+Y/WgAZ5FLQLsi/wCFhfFXH/H5H/37hprfEb4pqrMb2PCjJ/dw9KtFeDUFygFpNj/nm38qNAuxkXxG+KU0KSx3sZRwGU+XDyKd/wALC+Kv/P5H/wB+4aZpfOk2f/XFf5VbC5osguyD/hYPxV/5+4v+/cNA+IPxVP8Ay9xf9+4amINIM7h9adkHMytD8SPijcKzRX0bBWKH91COR1qX/hYHxW/5+4/+/cNVNIbFtN/18SfzrR3H1p8qDmZD/wALB+K3/P3H/wB+4ab/AMLC+Kn/AD+R/wDfuGrO6mYPJpWQ7sqj4k/FBrh4BfR+YihmHlQ8A9Kk/wCFhfFX/n8j/wC/cNVoBnXb09vJjH86v4FFkK7If+Fh/FX/AJ+4/wDv3DR/wsP4qf8AP5H/AN+4anxRj2paDuypL8SvihC0ayX0YMjbE/dQ8mpP+Fh/FTH/AB+R/wDfuGqupDN5pg/6ef8A2U1ePAIp2Qrsj/4WJ8U/+f2P/v3DR/wsT4p/8/sf/fuGl5pQeaLILsib4kfFFFLNexgAZP7qGki+JPxQnhSWO+jKOMg+VCMim3XFtMf9hv5VHpmP7KteP+WQ/lRZBdjLj4s/Ee1mMM2pRrIBkjyIj/Sov+FxfEP/AKCif+A8f+FYevEf2xLj0X+VZZrRUk1cXMd3bfE/4m3kPmwX0bJnGfKiHP405PiX8T5JZY0v4y8RAceVDwSM1m+HONIBx1kY1NY832ot/wBNgP8Ax2ocUh8xf/4WN8U/+fyP/v3DR/wsb4p/8/sf/fuGkzzSHmlZBdjv+FjfFL/n8j/79w1d8N/Erxve+K4NJ1bURsdHZkSKMHhCw5Aqh0rN0M/8XSg/65N/6KNZYhWpSa7M2w3vVYp9yLwicalrgP8Az2H/AKFJXVjiuK8N3Swahq0pSVle4UBVXLcmTtXSjVEP/Lpe/jDVpasylsv66mlmmlsmqX9og9LO8P8A2y/+vR9vOOLG8/74H+NUQQy5HiS2/wBq1cfrWnjisO5vG/tmxlFldf6uRcYGW/Wrv2+bGBpt5/47TAv0E8VR+23HbTbsfVlFKby4I/5B1z/32tIYmrEvo94p/wCeLVNZsHsoG7+Wv8qp3VxcSWFwv9nzAGNgSXXjiksLm5/s22KafIw8pcEzKM8UxGjkZ4PNO4A5ql9pu886a/8A3/X/AAp32m7P/MPH4zj/AApAQa7zo8x9GU/+PCtLisbWXvG0e4DWiKuASfOBxg/Srqz3vlqRZwdB1nPpTGXGbApiMMHNVjNqB/5dbUfWZqTdfgf6m1H/AG0akBMxG4/T1qlojf8AEoh9iw/8eNShrvPMdrn/AHmqjo5vBpu1Psu0SOMsGPf600I2gM0/IAqmpvyMg2f/AHy3+NAGoMCS9nn/AK5t/jQBNv3EiqdkcalqY/6aKcf8BpwW9XJ32gP/AFzb/GqlmLz+1NRAkts7kLHYefl7c0DNk9M03NVh9tJ/1tsP+2R/xp+y7/57W/8A34P+NICUjIrNjAHiC497ZD+tXNl5z+/tx/2x/wDr1nBbr/hIJsXEYY2y8+SOmfSgDVzj2pCwqDy70j/j8jA9rdaTyrrveKfpAoosBPuHrWe5zr9v727/AM6s+XPj5rs/hEtUZI5f7dtiL193kPghF456YprQCLxKcQ23PO8/yrgrn/j9kz/ert/EQlEVt5ly0oLkgMFGOPauIuQTdMx6E54ouFmQt94/Wu10s48MWPtdL/6FXFkHfxXY6fGf+EZsWM0gH2pflDYA560DsdWeWP1oxUTQHJzeXIOf+etILcn/AJero/8AbWkTqWlBx0qO6H+iT4B/1bdvaoxa5/5ebr/v8ajubUfZZv8ASLk/u24Mp9KaAXSh/wASm0AGf3K/yq3tb+635VnaZbg6Vat5twCYlOBMcVZFsP8AnpP/AN/jTAslJGHEbn/gJpqRS7hmNuv901XNqhHJm/7+tQtlADyJOev71v8AGiwFbR4pDaSsEY/6TJ2960/Jkx/q3/KsTSbO3ks5CyEkXEgzvPPP1rQNlb4/1X/jx/xpjLHlS5/1bflSiKUKf3bn2xVI2cAP+qH/AH0f8aQ2kGOYVP1J/wAakBtujf25f5HPlx5GfrWiI29B/wB9D/GsKC2t21e+UwJgLHjrx1q79ktun2eP8qYGhtf+6P8Avof401g4zgD/AL7H+NUfs1tji3j/ACpDbW/QwRj8KQiK+DG/0wMQP35PLD+79a0ANw+/H/38X/Gsm5ghF/p2IkA8x+AP9mtAW0BX/URf98CnfQZMdo6yRf8Afxf8abvj6eZF/wB/V/xpnkQf88Yv++BTHiiz8tvDj/cFGggu5IlsbnE0R/dt0kX0+tRWDxLptqDNCMRKP9Yuen1qK7ijNhdHyYwRExBCDriprS3i+xQHyo8+WvVB6UJgcrrLq+sz7WVhkDKnI6VRz7Va1gbdYuQqgDcOBxjiqn8FbR2EdXoLxJpEYaeNSWbhnA70+ymhW51AtPCMz939utGhIo0eElEJOScqPWnaagLXx2r/AMfLdhWT3Giwby1H/L1B/wB90n221/5+ofzP+FSmMY4Vf++RTNhHbn2ApAILu1I/4+Y/wz/hVDQHR/ijbsjhlMLYI/65GtNC2OuKztE5+KcH/XFv/RRrHE/wZejOnCfxoeqKXhqRU1XVJCwCC7Uls9v3tdWL22C4+0p/30a4DSNWlsLPU7xFRmkniyGXI58w1Y/4TS7BH7uL/vgVrGKu2zCey/rqduL22/5+F/M0v22DH+uTp9a4j/hNrsDiGHPrsFB8c6htwEhx/uCr5YkanU3DrJqFhMjqyxu28j+EEVdF1Cf+Wg/I1xK+OtRXtF/3wKUePdVUEKYxn/YFHKg1O0NzAOrg/gaQXUHQSDP0Ncavj7VAfvKP+ACnf8LC1bcTvTP+4KfKg1Owlljmt5UUklkZR8h6kfSoNP3wafbwSI4kjjCsApPNcuvxF1lc7ZgP+Ainj4k60pz9oOfXaKOVBqdhuLceXL+EbVIN4H+qm/79N/hXF/8ACy9dxgXbD8BR/wALL18L/wAfj/pS5UGp1moQTXOm3EMcM290wMxt/hUyLNsQCCdiFAIETcEDntXHD4m+IQMfbDj6Cmn4leIB0v3GfYUcqC7O3ENyw4tbk/8AbJqcLa8P/Lnc/wDfs1w4+J3iRBhdQkxR/wALQ8SYI+3y8j1pciDU7j7Hdlifsd1/36NU9O0nULaAwvY3JbzXIxEx4Jrkv+Fn+J+g1OYD03Uo+JviPn/iYzcnP3qfKM7tdNv8Y/s+7/79GlOm6iB/yDbv/vya4E/E7xN/0EZv++qQ/EzxKRg6lMfxo5RanerpOpk8abec/wDTI1Wt9A1iC8up/wCzbopKFAAi9BzXEj4k+JR93Up/zoPxI8Skf8hKf/vqnyj1PQY9L1HGf7Muix9I6kGj6sR/yCrv/v3XmrePvEDHJ1CfP+9Sj4g+I1GP7RuP++jS5UGp6T/YesY5026/74ql/wAI1rA1M3YsJ9phEeNmDkHNcE3xA8Qn/mI3H/fZpp8e+ID1v5/xc0+VC1PRxoer4/5Blz/3z/8AXpRoesY5024/75Fea/8ACea/jm/m/wC+zTl8ca/IQFvpiScD5z1pOKQ7NnoFxcz6E0sM2nx/apYwUNyu7yxnqB61lvrd5NN52bVXQYGy3UcVVnku7u2h88+ZchP3kzEk/SqsZitAxYlmYYOOxryatVuT5WevQpJR1RautWvLlgs3kuF5A8laoS3zpIH226snK/ulqKa4eRSqrtB6eoqqpCtkruGRnNEJStqzVwh2NhZnnXzpY4d7dWMKnNTRzXIjCDaYxyFCDGfakQwsrBQUyMhDzTBIwBXkKe1YSrSvoWqUOxdtdWvrSXdHIrE8FZog61sWUV74huC8EEAlCAuseEX04Fcz8wOVJHt2q9YrKYZ44bgw3EiHy3Q4564rahWamrmFehFxukdXH4S1jb/x7r/32KSbwhq8kbx+Qg3KVyZBxmvJZfF2vRs0b3kwYHBG49RTf+Ex1v8A5+5f++zXsJRtc8ezPWbTwXq8FrDAIo/3aBcmUc4qf/hDtX7JDn/rsK8f/wCEw1nOTdy/99mm/wDCY6z/AM/kv/fZp2iLU9mXwRrL8Fbf/v8ACpI/AesMeWthj1lFeLDxjrY6Xsv/AH2aX/hM9bxj7bMP+Bmn7oansln8NdWtIHjE1s+ZGfJlHU1ZX4eaqR809qP+2orxEeMdc/5/Zv8Avs0n/CX63/z+zf8AfRpe6Gp7ivw51Jh/x92o/wC2goPw31Hn/TbX/v4K8OHi/XB/y/Tf99Gg+L9bYj/TJv8Avo0WiPU9si+Ft2l1Pcf2jb7pgowWHGKnX4Z3Z/5iNt/31Xhp8Ya0f+XyXP8Avmj/AITLXf8An+lP/AjQ1EWp7qPhjcYO7UrUH/eoPwwm4/4mlt/31XhH/CXa6T/x/Tf99Gl/4S/Xen26b/vs0WiPU90f4VmSWCZtWgDQkkAMMHIxUg+GsvfVLb/vuvBf+Et1zvfzfi5oPizWz/y/Tfg5o90NT33/AIVq2f8AkJWw/wCB0f8ACtuudWtv++q+fz4p1rvezf8AfRpP+En1j/n9l/76NFohqe9y/DBJoJIm1i2AdSpO6nL8NBHCqLq9qdihR+89O9eAHxLq7cG9m/76NMPiHVTnN7N/32aXuhqdd8QfDi+HfEEUS3AuBcxebvVgRkcEVy+ARjOKjS+uL1d1xK0pThSxzgUhkAzzWi2Ed7ptpNa6Hp8sqbUuIvMjPqM4zVfTMeXcnPW5kqDw814+mqbmSR48/uEY52p6CpNK5t5T6zyH9awkNGhx60Uh6Un50hinis3Q/wDkqdv/ANcW/wDRRrRFZuh/8lTg/wCuLf8Aoo1jiP4M/RnRhf40PVHN2OmvNaajZCRQ63UMe49M5kWtU/D68Gf9PtuPY0zSh+91xu63sJH/AH8evQpTjOB3rVPVmUtl/XU88HgS6730H/fJpf8AhA7jH/H9B/3wa7gn1x+dJke35incg4C78HTWcUbteRtvkWPhDwScCrP/AAgswJBv4+P+mZrpdbGdOU8fLPGev+1WixXJ+ZeefvCi4HE/8ILJ3v0/79ml/wCEFf8A6CCf9+zXZkqBy6D/AIEKb5sf/PWP/vsf40XYHHDwIx/5f0/79mq9j4Q+2Wwm+3BMsy7fLJ6HFdx50QIPmxdf74/xrL0ieJLORTLECJ5By4Hf60JgYf8Awg3/AFEB/wB+6X/hBh/z/wD/AJCrq/tMPe4h/wC/g/xpDdW463MP/fwUAcnL4KWKF5PtxJVS2PL64FNtvBsc9rDOb0jzEDYCdM11U11avbyr9pgOUYAb/aqul3lquk2atdwgiID73NMDF/4QmID/AI/nP/bOlHgiE/8AL9J/37FdEL20yf8ASof++v8A61O+2WoH/H1F+BP+FIDnB4Jt+n22X/vgVXtPCEFwbjddyL5Uxj4Qc8da6wX1qDn7Sn6/4VQ068tVn1ENOgzclhwfT6UAZg8D22Obyb/vgUf8IPbf8/k//fIrov7Qs/8An4X/AL4b/Cj7faZ4nH/fDf4UAc6PBFtn/j8m/wC+RVdPCVodSltjczYSJZAcDJJNdYb+2/56/wDkNv8ACs9Lm2Ovyv5h2m1UZ8tuefSi7Azf+EKs/wDn5n/IUv8AwhVl/wA/E5/Kug+2W4/jf/v01N+2QH+KX/vy1GoGCPBlj1M0/wCQqs/hayXVI7UTS7GhaQnIzkGumN7AOnnH/ti1UJruH+3rdsT7fs7jPknPX0ouFyl/wh9gBzLPx3yKuQ+DoNOEV+8dwE6xeZ0Y9yK6nw0ltPeNeTxSNb26s4EibA7gcAZPNSeJdaXV41UQKkgxykhIA+nTNceKr8q5U9Trw1FyldnLXN0WTy1GB3IrN2BuM/j1q+0WGJ3Fj6f41BIQF2qM/SvNiz1CkQFyAM+uaayJ5Q2Abs8k81LJtyp43d1zTCCc9AB1ArZNk6dS9GV2LvHbg0wuEfaxyp6NTkkiMYwQRjHJwaYQQcjkdwRWdtdSuZFhQpPXBqRPMSZHjOHU5HoTVVJfKXOPlPUelTxMsill4Hes7NMtO6syabwtYas8l9FbSuzktKkTH5D349KoSeFtMWGR0jlyqkg+Z3Arb0nUpdLullR2UfxBT1FbviSS3v8AQotVtIUaZxJHcFWCA4H3iPX6V6eFxPMuWR5eLw/K7xOCsvDWnXFhbyvFIXeMMT5h61ZHhPS8f6h/+/hq3pckn9lWgFqTiIYPnDH8qt+bP/z6gf8AbYf4V23OAyT4U0of8sH/AO/hpV8K6SWANvJ/38Nahlmz/wAew/7/AP8A9agS3A62sXt++P8AhTGYWm+HtMubV3lgLMJnUHeRwDxVo+F9JH/Ls3/fw1Lo8k/2Jx9niOZ5OTMR3+lXjJP0+zwf9/moAyx4Y0g/8uzf9/DSHwzpPObZv+/hrU82UdbeH/v61IZpCOIIf+/jUgMGDQNNe/voXtyViKBBvPGRk1Z/4RvSv+fU/wDfZq1ZtJ/aepkwxN80fWRuPlq+Xk7QW4/4G9AGQvhzSc/8ev8A48aX/hG9J/59B/32a0y82f8AU23/AH09G+fH+qtfzegRhT6FpqanZwrbYSQOXG484FWh4c0of8ug4/2jU0zzDWbIlLcny5MAbsdKu+ZNnmK1x9HoGZZ0DTB0skx9TR/YOmf8+Sfma0hJMM/u7XHptb/Gl3yEfctR9Eb/ABoAxNQ0bTodOnlS0RXVcg5NWYtB0woubNCcDuafq7Tf2VcZ+z8gDiM+oq+rzqAB9mBAH/LIn+tMDgLqKOC+uo4l2oJCFXsOagYDmrN6S2o3JbGTI2SBgdarMSFJ71qtiTvNJUDSbP2jFQ6Uo+wlhjmaQ9f9qnad9pXTbbbPHt8sYBhBqPShcHTUKzIoLMf9SD/Eaye5RoUnA71Hi4P/AC8gfSFaay3JHF2w+kailcCb3yKzdC/5KpD/ANcm/wDRRq4FuVXm9m/BFqj4f3f8LSh3OznY3zMBk/uj6VjiP4M/RnRhf4sPUzdOt4ntPEalDtjmjKjJ4xI/9K7MaNp5UEWwOQDyx9PrXJaSC1t4rUeoP5O9dxbkNbRNnOUU8/QVa3ZlLZf11Kg0XTh/y6r/AN9H/GmNpFgrcWq/mf8AGtPjFQv1qiDC1vTrSPSZ5Et0Vl2kEZ/vD3q//ZliAD9ljPfJHtTdaGdFvOOkef1Bq3CweCM+qL/IUdAK/wDZ9kf+XSH/AL5po0+y/wCfWH/virfWgLxQIqixtOn2aH/vgVn6ZbQbbtTBGdt06jKDpWzj2xWZpwxPqQ6YuiR+VCGWvssH/PCP/vgUogi/55R/98CpRkikwc80wI2hi2t+6j6H+EelU9GCHR7Y7EztPO0eprQK8YrN0Qf8SiH2LD/x40AXwi5+6v4KKeMAdB+QoA5p2KVwEyD6flVCwOL7UwP+e4P/AI7V7oCaoWR/4mWpj/poh/8AHaYGjye5/OjJH8RpueKWgALNjqaz9xHiA/MebUf+hVeJqg3/ACMMYx1tG/8AQqQGjuP94/nSbiB1P60IrOxCjd/L86rXd1b24/eTAsOqpTUWBJJOsa5Z8fjUmn28U11/aVyoeBEaKJFkwZG7k+gFcpfaoJZiI8Kg9DWj4duXmglgXLMGzgH1FY4uThT902w0FKep1VretNq1tESPLIdFRR8oyp6elYLOoQBiWYn7qnGMdzVmGcQanaylhtjnTgfXB/nWVrt5b6deXUc0wULK4WJRliM/oK8uFOVRHpucabFlnVSdwOScYA5NQLFM8yI+YBKTsBGCcda5a7125uCViPlJ/s/ex9agGr6lvVxeyMy/dZjnH512UsGlrJnJVxf8p1OqhdM8gRKHLg539q56bxFfKzxoY0XPICCobnV7+6VRPKJNvQkDNUHyxJYcnviuqNOMTllWlInbUrpn3NKx9u1ddFEn9hW17mRJXKq2xuOTjoa4ngdQSfWtdPEFyunx2RjiMcZUrwc8HNU6cWtgVWS6nVzadcLypWcA4wPlf8qo+Z5EnysysDyhGP0rO/4TS+5/0e3IP+yarT+Jri7ZfOt4GA7gc/nXPPDX2Oini2tGdFb3gkOGGD19jW9/aUunafpart+dXdlPKsGbAB/KuJt7uG4jPkv+8xzG5wfwPeuq1V/LuY7NQrGC2iQ8Z25GT+PNc0qLgmdaqqpZHVT6dBcwM9inkzxqDJakdBjquO1YWMjOR1x+NVdPuLiBxMkjb1x82eoqfWNStPPhuIIRFczIVuAvCsQeGx2PrVYbEty5GYYnDJR50OC/NS7MsKhtrrzlOQvsc4qyrAPg8HsD3r0bM88zNHONPY4x++k/9Cq0X5wKr6Pj+zjx/wAtXP8A49V0oKLgVn5pgJGateRTfJ68U7iKNgc6hqJ/6aIP/Ha0s1n2Cj7dqQ/6bL/6DV+kxhSGjPFA6UrAUZznW7TPaCQ/yq2x9KqSEHXYOOBbv/OrfJ7UAIBS07HFNIxzQBn60c6VKPUqP1FaC9ce9UNYBNhj1ljH/jwrQGN2T65pged3r/6dccf8tG/nUJcFDT7n5ryYj++386hK8N9K2WxPU9Csht023x2hX+VRaMudIt+eSpP6mpoW26ch9IB/6DUekArpVrx1jBrIot7OaKcKQ96kBv1rJ8On/i6cfsr/APos1qk5rH8Mtu+KAI/6a/8Aos1liV+5n6M6ML/Fh6iaAu//AIStfXP/AKFJXW6eQ2mWjesKfyrlPC67rjxMvXLY/WSum0chtFsjn/lkBVrd/Iylsv66l3oM1CTkmpSQB1qAsM0yCrqa7tKux6wt/KpLUg2Nu3UmJD+lNuzusbgesbfyNQ6Y27SrMj/niv8AKmBeB4zxS9ajXr1pwYZ60AONZlh/x/6ovpMpH4rWiz8VnWRxq+pgf3oz/wCO0AaGOKSlOcUlAAoyQPes3Qx/xLFGOksg/wDHjWmpzjg9fSs3Rc/YpsA/Lcyjp/tUwNDNApcE/wALflSqjY+435UgGMazrM41jUh/1yP6VplGP8LflWdbqw1zUF2tzHEen1pgX/WkznpTipHY89sU2VoYI987YyMhe9NK4CBSx4BP0qvOLWC7W5mfdKqGMKD8uD/Os++18Z8uEbU9RWHPdtKxLMSPSqUUgNu+10mLy4m4HGBxiucursu+XbJ70ySYnvVOU8k0MBysNxA7itTSrz7DI8hbahGGPpWMPlIb0q+gSRSvVXGKicVNWZUZOLuiS88TM0qrABtVgd5HYHtR45jKeKrmQH5Z0SYf8CUGudljaOZo2HKkiuk8WL50GiX2OZ7BFJ9SpINTGmoLQc6kpPU5oJnmnbSKFYjtTw/tVkDMUucCl8wZ9KXeMdaAE3cdaNxHQ09FMgIVGY9cKM0gQHt09aAIyc5ptS4GOlN2j0oAs6Tbm71azgAzvmRfrzzW5rOu48R6kTGGjNwVRh95AvHB/DpUXgmNT4ptpSPltw8xz/sqTXPXExmuJZSfmdyx+pOaTSejHGTi7o7bTtXjmAKuGwOccEfUVBqt2s94Cj7lRcHHrXGxyOrgqSGzwQa21L5UMSZODn+tc8MLGM+dHTPEylDlZqQ6jJbTJhsr/ED0ro7TWYZgEkUFe/tXCmVizHPTj64qaC9IODkAeldaOU7+C1t44dtqcISWCk9MnNGHA5Fc3aam0WMNlfeti31aKUBXbB6YNDimBeUGg/KKcqrIMqwz254qKVo4X2yPg+oRmFTysCjp4zd6l/18D/0GrtZ+n3EX2jUCXbm57Rsf4RVz7TAP43/78tSYDj0popBc2+P9Y/8A35akM9uTw8n/AH4alYCo/wDyHUH/AE7N/wChVfrN82P+3clpMC1xnyj3b0rQ86L1l/78H/GgBaUVGZYvWX/vwf8AGmieLP8Ay2/CA/40AVNXObWIdjcR/wA6ujO81Q1J0aG3UedzcJ1ix3+tXfNjG47bg/8AbLH9aYHnspxPKcfxn+dRE5B96WRsyuenzGm9v04rZbCPQSdumn2gP/oNGmjGmWvT/VL/ACqO4mVdMmxBdf6gjJQYHy/WpLKRVsLdfJuiREoOFX0rKwy0aYTSGXIOLe5/HaKiaZs4FrcH6sopWAlrD8KHPxNB/wBqb/0A1rrNJkf6HL/39WsXwaxf4kRMRgnzjjOcfI1ZYj+DL0Z0YT+ND1RP4Vjne615I7ny5PNUM+wHd80meO1bGjx3jaPbldSMaAEbRApxgmsvwfzqeu89Z1/9CetLSbmO20XM0gREkkUk/wC9VrdmMtl/XUuvb3x4/tRv+/K1z+s6reabbF4b1pjuxuMShAfT3/CodW8QySv9ntlLZ52KfmP+96fSsuK1nuZEvtUErW0bhTGnygD0HZaomzHW3izUZ5RHdzhYHBVikQyMiu0sL+6m8K6fZWsz2yLGWd40Back9yR29K5XUdEQW9vMkU1ulwhkiVoiNpz93PUj3NanhjV5m0uK2kkVGtHaOHAxjvz70AaccNy0YJv7hSewVRin/ZJ8c6hdf+O1MhLAMScsMnNSUgKws5T11C8/76H+FUbe2b+2r1BeXX+rjbIcZbr14rYzgVmx8eI7kDo1qh/8eNAFn7I3/P5d/wDfz/61H2Ed7u7P/bWrQHFH40XAq/YE73F2f+2xrP0qyjaO6UyTjbcuMCUjvW1nmszTP9dqS+l238hQmBY/s6EZJe4x/wBdjTvsVvjjzT9ZmqxjigDFK4Ff7BB3D5/66GqiaZHHqU88qlYGiQKfMOSQeavSz/Z4jJ19K5+/v5pUaQH5c44Oa0ihGpPqVvZwmO1yPUsc1zV/fy3DEs+aqSSu3JaofMyDxVXGPZjwScj0qMt14HNO35FRs2DSAazA8ZqJxmnMQTTeKQABVi1J8sg8lDiq460+KQQ3AOPlbg/0oAj1WDmO4HR/lP1rV1E/aPAWjzk5aC4mtz7A/MKilRZoXgI4bp7GpbUGXwJqkD/ftbuOT6ZG00gOaHHFOGab3pw6UAL+NGaQU7OKAPZ/2ftHF5f6zfOiMI40hG9QRknJ4Ndd8Z7G00v4fXDR29qs086Rh1gVWHOTyKh+AkH2bwRd3CgmW5uz0GSAoxVH9oPUQdC0ex53STtK24EcAY/nQB8+YpPzp3am5oA6PwwBBY65fd4rEop93OK5g/rXT24Nt4AvZc/Nd3iRD1woJNc3GjSyhFGWY4AoAsafbiSRpXHyJzj1PatCRtkZk7twKfHH5MS24wVXkt6mqssnmSkD7qnA+tMA/gFCg5oB4xRjigCeOQgc9qtRykAYI9az1PbFSByCKYG7a6lLCRtNdDZawsgCynIPWuGjuNvvVhbzaMgU7gdylvCjTS27HEz+Yyk98Uxm56muXs9XkifG8gdhW/bahDeYy22T9DUtCLIxx1pp59aXaVJz1pCO9RYZQQZ1+Q56Wy/+hVo/jWdH/wAh649rVP8A0I1oGgBhGD3pCuacRRQBnan96xHrdKP0q6+RG3Tof5VU1LibTx63P9DVtxmGQ+iH+VAHmsjYlYetNHLAepH86V1BctRGMyIB3YfzrboSegX/ABpNz/1xI/Sp4Bi3i/65j+QqDVPl0m6/65YqzHxEgx/CP5VkULSYp2M+g96pz6vpdmzLdXMgZf4IkyT+NCQFoAZ+lc/4LO74iW59RKf/ABxq1W8S+G3hXyZ79JjwRLGu39Ky/BYx8QbP5gf3bnI6f6tqyxKtRl6M3wv8eHqP8NT/AGe616QqvEy5LNtVfmfkn0rNe5uL2N7e0jMi+eSZVyc5PRAelXPCuhXPiVtWtodqOs0UzrIeMBnyD+ddZaS6N4WuLyF4XuNVhvHihs4V3eapUcEdhnvVpaszlsv66l3S/Dlt4N8O3GvzR293iLdErnBYnpnPf2pvhfxUuqw3cd9ocUdoQCGiTKZ64bPoOR9K2NP8J33iC4j1TxbIqwx4aDTEO2KID+/is7W/EPg6wuLmGGyutRIkRpmtSVjXb0GQMYq2TzHXar4etJ9NUJdvFNO6u9w3LSqADt9lx0FeNXljFa6Zf3diZyI7lhLIR8oIbgg/Q17JoviTTPGmg3QtY2h2jy5IpOseRwQfSuTtdNX/AIRG5srndciPVJFnmXjoRyR9KQjB0jUEvrJWBAkQAOvp71oiuY1K0bwt4gdrUmSwdvkKZIwf4Se5710kMizRJJGwZGGQRSAfz6VRUY8RYxy1p39mrRQYBLGs2Rx/wkVuQMbrV1/I0AaY6UhpM+1GT6UgDFZ2n8XupjubjP8A46K0T0NZ1nxq2pA45dD/AOO0wNEGnMQkTyEgBFLE+g9aaMCsjxFqAt9MMKsPMnIX/gI5NFgMy512J4Ixg7X4YDqprNjmMdxJCXLI43oe1UJszWUjLxJC3T1WqcN0yyRjcSA3GetaN2A0pWCPtI4qPofu4HoadPh+epNQhyRj0pAOUsM0x3J5xTieOtRtzTATNHam06kAopGG4YNKKOKAJ7aXzYypz5icE+tbWjKtxba3afxS2DNj1KHIP1rnAzQyCROT3HqK3/C86DxLZMG+WfdA3/AlI5/SgDkOfSlHSty5sILl3TKwXSMUIP3XI46djWVcWdxaNtniZfQ44P40gIR0pe1JR1oAsW2pX1iM2l5cQYPSOUqP0p+oa3qeseV/aN9PdeSCI/NcttB9Kp4pPpQA7NJjn60nNOSOSUfu0Zj7CgDotVP2fwdolqpP75pblh7kgD+VU7K0NnEJHX9/IOAf4F/xrZ1oRWt5p9uyiWS1s41VD91SRuJP51RdxboZ5myzHIHqfQUAVrpxBHgH963T296pJ8q4pxMksjSvgk9h2oApgKDS8etIKX8KAFHApcjNNpc0AOwCetOQ44zUdAPPSgC3bx73wT1q8LsQ3YhTgIByT1NZ0Eu3jOKoSXLefIy85ammB6LZTme3z1IAqckgHvXPaHemO1QyN8oOGNdL5bnouQehDDn9amS6gZsQJ1u69fs6D9TV4ZqrBG7a5e4AJEUYI3D396vbSOCB/wB9r/jUgM/Cmmpdp/2f++1/xppRj02/99r/AI0AZt+A13pwJ/5eP/ZTVqc7beXnjY38jVe8U/b9NGV/1jH74/u/Wp74bbK4OVwI2/jX0+tMDzZzT7b/AI+oh/00X+dMflsj0qS0GbyD/rqv8616C6neazxpNz9AP1FXSpAH0qlrjKdLnUSRkllAG8f3hV0uo4eaAe/mCsrDMnXtSOm2QKY8yU7V9q4JpXdmZyWZjuJ966nxgA6WsiSxOFyDscHGa5PdgdKaAeqE856/rXVeAUePxzZq6lT5chwfTyzWLpSxpL9onj3RxfMFJ4Zs8A10nhOd7n4j28skm92jckgY/wCWZ4rPE/wJejN8L/Hh6i+GtQ1K2n8QS6OUE88qr5md2xSzncD+A596t+HdYuPDd9qVxcaZFd3obdJczyYZRjPHua0PhtZW517xLb7N0URAQZ7CRgP0p/izTLSJ9fjjZIXCW8sYd+SOcgetaR6/10MpbL+upHf+I/EfjK1URRC103cN0cchHneuT1qyPF8nhXSxpsGhWCI6lFiE292JGMnjmqXhbV9dvtLi0nTNItG8pdv2x0OEX1J6Zru9D8Hafo7G7ugL/UpOXnkXdj2UdhVGZwnhWTVPD9vNJHptu7XDiUedKQUx04FWLPxZqazapZvplo6y3bTSI8rKAxA447V1fibTtdvLhotIlsLS0CAl2T52b0rjfAstxca9q2lapDFcKUbzZCBkMOODTsgM7Wb+fUbYW/2OFYo2w0kchYKx6cnofeqej65LBOumeVHH8x2mZzgH8PWvUb3TtLFncR6nFFDZWyqseBs8/jgk9znsK828Q6FIB9tZiC43QDGBtH8A9T3qGUb+7U+QY7Pr/eaqFx9uGs2RItdxjkAPzYxwaXQNYXULMJIwM8fDZ6sOxqzdkDVdMb1Z1/8AHakCT/iYY62n5NS41AjHmWv/AHw1WTikyPWmBXK6ges1qP8Atm1UbdL3+2L9RPb7tsZY+USD2rXHJ4rPhONeu/e3jP60ATeXekc3UHXtBXG69cvLqTo7hxF8gIXArtbq4W2tpp2PCKT+NebSyM8hkf7zEk00BJZTBLoq/wB1xtPvms6UGGcoR91sD2qw2VdXHY5qO+O51lXpIMn6imBejcvECDzimZxUUBzHUnNADieKb1pW9qZuoAXFL2pKU/dpAMzShqQUYoAUkGprGZrLU7W5RseXKjHn3FQjillyYuOtAG5rUMS6/fQFsP5zFRnacHkfXrVMPeQKY0IljP8AyzYZ/Q1N4ljWe/tbr+G5sopDkdTjB/lWWJbiFcrKGUdFfmmBYc2TN/pNiY27mJtv6UxrTTJCSlzNHnsyg/ypo1Nujx4HorcfkaPtds5+ZCB7x5/lQAf2bY441Lk9jEaBp9gmd97If92PFIZrLP3f/HTSm4s1OV3H6R/40aASqumR48u1lnb/AKaNx+Qq1FJPctFboiwJI6qEUYzkjt3rPbUQM7IifTccfyrQ8OzT3XiSwDlRGknmMoHZQT/SkBP4gvIY/EV9J99lk2Kq9wo2/gKw2eS4kLzHnoB6e1Olk+0XU1ww5kkZ/wAzmkYgLxQAEEZ5pBxTdxx1oz70AKTwaQE45NJz3p1ADgeKKQUtMBRj1pM84FFBoAQkjPNVIEMkuFx6knpVhuhPtVSNiOmOaQG2lwsVv5MWSh5Zj/F9Paup0vyLqwVjEpkXhiRXFh8hc9hXS+G58yyQ/wB9Mj6in0EXbe3h/tW/HkoAFjwMdODVwWsHeGP/AL5qC151fUc+kY/Sr4AqRkIt4P8AnhH/AN8ilFtB/wA8Y/8AvgVPtGKTA9KQGXdwwjU9PURR4/ecbR6VLewxLYXJ8qPIibB2DI4pt1zrFiMDhZD+gqTUDjTbo9/KNMDzpm61Lp+Xv7ZDyDIufzqAk7m44q1pYzqtp7zLWvQXU7XV44xY4WKMEzRjhQP4qvGOPcf3Uf8A3wKo6swa3hHrcxj/AMerRP3jWQytcWlvcwvDJEhRxyAoBrkb3wpeRSFrYi4j6gA4YV2pPNNJ4zgUAcpoWiLeataaJqVw2ni6c7ZSoIDdFz7VvaT4fufC/wAWIdJu5oppYo2O+LoQYiR+hrndfaSTXlETENCi4I7HOa6fTtUn1j4qWN5dLi4Nmqy8YyywYJ/HFZ4n+BL0Zvhf48PUpaHDqV3qXiOPT7iSCU3IMrRHnZ5kmR78kVq23hKybxTJBqVxNflbdH3SMRySQQfXFN8Akf8ACQ+Jg33TJg/9/Gp+tancN47s7XT5VRliEc5I4IBzitY9f66GUtl/XU67QIX06+v7eO2lhthtaMM2VP8AuirOu+J7Lw/a+bdMxZhmNF6t61WvdbtNHszLdzqg/hQfeb6CuagsrzxZrEGqalb/AGexg/497dvvP7n2qrGZYn8aX2uxG28O6fKJHHzzzL8qDv8AU1U0CG38MX+oLd3iltscss79yRyPetHXPFNhoyC0twk923ypbwkYBPTNcrHpdzqXiEy67taTykdYQflAzwDQB0th4isfEmpyLAY3ntVJto7hfkdj/HitMypcXsDLNFPflHBnkj3eUV/gVeiqc9a4298K3dv4ht7/AERliViGYE8R46j6Gurv9YttHiE04w8pxiNeXI680hnF+JNJuvDmtHVbNR9nZwXCdI3I5X6HtVuS7ivZNIu7c/K85GPQ7OQa0dQuv7WtZRqXzW3l+ZHaQ/e9nYn9BXB6fPLpepwQzFo7cTh8MPwBpNAegEnqaFBfp0pqyCUg9j0qfIHAFIYgQDpWeox4hm55Nqv6NWmBnvWS3HiJQOc2v/s1CAq+KJ/K0xYwfmkcfkK4n+LNb/iu4L36QBuI05+tYBFUgArlTUEuTb4OflPFTrznnFRuDtb6UgFtm+WrK81Rtj8pq2jgLTQCvweKYOpoLZNApAKOlOJwKB0ppPFACdBS0lKDQAoFOP3GpBSryCKANTUSJvDOjzjpGZLdvYg5H86xeo61sQDzvB94ne2u0k/Bhg1j80ANI70oU9aUCnDpQBGUz1pQCKf0oxjvmgBAPxrY8Pnyn1C67W9lI2fc/KKyfp1rWsf3XhrWZ88yGKAH6ncf5UAZCcKBQScdaTOeaM5HSgAopO1KKAFoopKAHZpw9ajpyk0APFNfpmnDNI33TTAhY/Ix9qrwLk5qZyfKf6VHDxGPekBYjILHJ4rb0OXy72I9qwU6Vq6a+24jPHWmgOrtQDqmpHtuQD8qug8ms3Tm33V8/wDekX/0GtJc4ziodwFDduKM0KSP4Qac2887AKWoGbOc63aDt5Mh/lS6oANIuz3EZpspzrluMHIt3/mKXWNw0a7JBA8v0qkB54R15q5pKj+1bTj/AJaiqT8MfrWhoeW1q1wOA/T8K1fwi6nX6n0tV9bpK0A3X1rP1AMZrDKnm6Hb2NXgDnlSPwrIYuetIPrTtpX3/CmFWP8AD1GKTAj074eeK9Xb+2rTTllgnO+M+aoJXPcUsFvf2vxhhi1O2FtdC3+aMEHA8k4/SvZvB+s/ZvCOmRqAQsAHPUYJzXl+vXX2z49ibAGbZRge0FctWup05x7JnVhoNVoPzRyHhfVZLK41m5gtpJ2mmRRGp+blnP8AhVLXPtl5r4vLW2uLa5bl1ZhlWHXFWfBdw1p/acZYo8jxxZCgsD8/TPAPHWtm5mFvfafLJF5oCyJJ5ScEkZyCeWPqfyrsjuznktF/XUoaZFfW9wL7U9JuLucEbGllG1fzrpX8QapjA0O6weo8xeawfFl6ralpltOxXT2Cyybf4+efyrcu/FlpIi2egW5vbpuEAT5EHqTWhBwOt6e1tIk6WdzbTSSHAkkDEnsBjmtgapqceo2xn0+RpvsqpjcMsAeprqNM8LSLcf2lq032q/PKr1SP6CotXjA8Q2ny/et3U5780mnuBVj1rVl2hNFkKnjiQVBfX2sahaiP+x9rB96kyDANdXbRgw4IB4HFNv7uKxtjczOqQp/rCfT0HvSEcQ82pW8q50jYW6yBvuj0HYfU5rA1KZrmzeaSzIl87/WGUttHpj+tdhbeL9L1eU2bpLblyRG8mMZ7fQ03XoLOz0f7PHEo/eoxTHUZ6sf60DMfw/rUk6Cyjt/NmQZUtIFyPSt0XWokEDTlAx1+0CuPn025sLn+0IGRFhlzlW5Vc8HHXFdzpmoQ6paCeMrnOHA7H/CoYyJJ9SI/5B0Y9M3AqlLJff27ATaRBzA42+fkEdc1vYANY+qzCDUIJs9LeYD8hQBxWpXDXOoTTOMMW6A5xVYkUE7iW7mmd6oBQcGkkFL3px5XFAFSHjcPep0POKhThmHvU0fWkgJMYpBSse1NHBoAePWkJpw6UzaWIVQSSeMDNMBaQcUqK7uEVGZj0UA5P4VJ9luRL5Zt5g+M7fLOcfSkAynrQYpUYq0TqQMkMhBA9acI5ViEpicRt0cqdp+h6UwNPQx58OsWZ/5aWbOB6lDkY/WsTv0ra8NyCPxLZg8JMWhb6MCKyrm3kt7uS3kVhJG5TaRzwcDjrSAjo7UskckT7JY2jcDJV1IP5GkAYgkAnaMnHYUAKAcUdakignmB8qGV8cfJGW/lQtvctHvW2mZcZysZx+dAEfateRhF4NjXP/HxfFseyrj+tZi29w0XmrbzNH/eCEr+eK1NUilXw9oyCJ/LWJ5XcKSAWb1/CgDF5xSg9qcgaVgqozMeiqMk/lR5Uom8oxOJf7hU7s/SgBpPFA6U94JklETQyCQ/wFDk/hSPBPCQssMiE8jehX+dADe9KaXY/mGMKxfP3QpJ/Kh0cJuKsFBwSQcZ9M0ANzSrTc0KTmgCYZx1pDyDSL0pCcUAQycxv9KjX/Vipn/1bY9KhHQUASx1ctnMcqkcYOapRmrKuwpoDsNOgWdZWEs0bZBIjfANXjZf9PN1/wB/f/rVlaJcfvlBOd67a3STSkIqGyXH/HxdH/tr/wDWpn2JMc3F0f8AtrVsnApqnIqRmQ1kn9tqgluCPs5bJlOetLq9nHFpNy6yz5C9DKSOvpVlRnX5Pa1H/oVJrvGi3P8AwH+dAHnxBLZrQ0SETaxbxsWALH7rYPT1qgWOTWr4dO7XrbPbcf0rb7Iup0d5YRLeWC75/mmOcyk9FNXf7Pi7tP8A9/jTL0/8TPTkH99z/wCO1e3e9ZDKZsIf+mp+sppPsFvjlXP/AG0armSeKfFbXFy2yGF5X67Y13HH4UWEdB4V1SK3tU02WUQor/umZuBnqOawLsKPjeoSUSqLcfOO/wC5p2p+G9aTS5Jv7NkyAGUPIIyCOQffHpXM+DpLyX4h2j35czmJ8lupHlnB/KuWtR5ac5eTOrDVOarBeaMlVkMGtyRAsY7uNzj0zIP6100HiO1uotG3OQbd2VwFJYZQgD35qp4UVXvPECMoZTKoIP8AvPWRqennQtWjcM62ztuR15x7V1RerRhLZf11PQVitteskV7aF5IzuiVuQP8AZY+p9KliL2Viq2VlbWE8rLhAu5o1/wBo+tQaGJNSijVIonEIV0ZD+5hJHp1Z/rUvimJ1t/7Ysf8ASTauRMq9Dxgt71smQaf9r2cMq2k90GuCoOAP1zWFq827WrCcoRGUlVSP4jxXMeHn1PV9eS6Fo12pI3AcIqjoM9gK6zxQYm1nR4MhFRnL4OFXI4B+tVdtCGL4q0i3nFrNOVl6NhMqD7ms/USPEOpW8M0cn9lEERyIcb2/vN7Vxuo2Sx+I/s8kiRpLIGJJ+6D03V6TpcFtp1rLHc3EcikYPlnPy47eg9qlK4zhvFXhP+wSl3bSGS1c4B7xntn1HvWqJZ77wA08kgDKyq0hXqoYYyfatyfwreazDb2nnSQaTGd/705kfPQfStDWtJh03wbd21qhWKGLK5+oqXuI5qC0lNnLIgV4xF/rZ1wsqnrj/E1zenXh8PavlnEtnKdrlM4//WK9BktJY4rdYlQxO8flR4Iw+M9egBPeuc1nRrvUIpfNLRv5m77NGu7yyf7390fXk1L1Gjo1KuiurBlYZUjuK5rxYCkNvKpwQWQ/Qik8M38tuzaTegrJE+1A4wR7f4UzxhOMW0A93P8AKpW4zkTxTB1p5NMxVgL3p4HFNFOpAVWG2ZwPrUqCopP+PhvepkHFIBxpFGTSGnKcCgB3StbwlPBbeL9JnunSOBLlS7yfdUYPWsls4qM9eeaAO70KC30T4h2tzc6hpz20rzuJIblWRQc43H+HqKku9Yms/HGk3Rv40i3Ikrx3wuQE3cgtgYHtXAADHb6YpR34Az6UAdBqmvXkniDVLtLkTmXzbdXOG/dEnGPwrrNR1GzuPh6YZNStQUtYkhjglz5jg/daIjKsO7A815sPalAAI45xQB0vg28tbXUbvzp4Le4ltWS1nm+4kmQefTIyAa63Vb3S7bx/YzT6gplexdfNlAK28zD92Sccj37V5ZImYjnkHrWx4lzOulXv/PexjDf7ykqf5CgDV8XXgk0bSbS9v7fUNZieR57mBw4EZxsUsByev0q/4KvNA0rRpV1S8RZdVkNu6CMOY4QMZY/w/MQc+1efDpjoKcoA4/yaAO90fWbPw34S1W089pbr+0gsX2afYzIEI3ZxyvSqOm+JLu38Daxaf2kyTGeLyY8/NtJO/HHT1rkRx9KXA9KAPSTqEMvw6sLW1vrUSx2UiSob8RMG3dPLx81XItV03TtM/slrlVvW0wqiTSf6PuK/ddezehrzCzt/tN/bQgAmSZE6cnJqz4hmFx4j1CQcqJig+g4/pQBq+ALu3svF1tLcTxW6eVIqySthVYoQuT9a6a11eytvE3hg6lqNrc3tpHL9suo3BTBzsUsBgketeZ4603AyQPyx3oA9UTxBpt74j8JX6XUQtYt6zG6lBmjfnIdsD5emDWfqDWd94w0uTVL62FhCryyML4XOVU5x0GCTjivPD1PvSADGMDHoBQB6i+taNP450XxLbXkDKyuLpZEEWJEBxlfQjAz7VH421bRZ/CIsdKmt3zdpdMI+oaQFnH0B4rzTGSc9x6U7Hy0AMpRSHp0oWgCVehppNKDTW460AI/ETn2qAdKnc/uH+lQL0oAkjODU2e4quDipkORQgNrSp/LKnOCrA12B+Ybq4K2cBsdj6V3FrIJbSJueVFDAewyKRV29TStwaMVIFBCP7euMDpbIP/Hqi8QMRolx7lf51NDg63dH0hQfqar+Iv8AkCy/7y/zoA4Pua1vDK/8T6H2Vv5VkgEmtnwuN2uKcdI2rZ7C6nV3RDarp4A5AlP6Vb7elU5l/wCJzaj0hc1c3Rp80sqRR8BnfooPGTWQzW8O+H7zxFqSWlsMAYaWQ9I1/wAa9y0jQdP8PaY0NrEqsEJeRuWY47moPCGn6XpugwLpk0dxG6hnuFOTIcdT6VzfxA8ZGyV9LsHHnuuJpP8AnmD2+pqoxbZEpWRw2veJDMZVjbK/dZz9egrBuY0i+NUEaABUtEXA7fuKoXEjS3tjAq5jluUTB5981cmtltPjYqK0j7oN7GQ5JJhJNLG29hK3ZlYBNV4t9zA8L3UEN1rksj4Rp0wcE5+Z6n8SXFne6V5aSfP5qnOw/LSeEBnUdeH/AE2X/wBCetjXlP8AZEjHna6N/wCPCs18TNJbL+upzGj6/Po1udPaNShk+YkkFl9CBzXVp4uW8WCZBPbWsJCPFFFujZCfm3HoOOwrM8TaQbyEXttxdwjI29WH+Io8N+J7q6uLbTvs0bdBFHzs3/3iv8R+tbRZm0dhB4u0OysyEDW8A5Gy3YLjt9a5vVNYsr7XtOvIo55LJZgGLQkqxxjI96611uJYJLdba61II2Ztqjap9B2/AVQ161uPsWmzeXLGBdxfKTt2ZzjIHStlsSYJj05r0F9NkeIsWSQ2rFwf7p9RXR22raTawbY9Puh6n7GQTWja6PfzKrNKSobIzIav/wDCPzuMtKgP1NPlsrhcx/8AhKbQD/j2v/8AwHNZeu+JLO50O+gFvehpIWALQkDOR1rrP+EaYYzPGeecg9Kx/FFhpuj6LcvfXqo0kTLHGVGWYjjArKwzEg8Y6YtjHFKt2CYlGfL6HHUfSo5NdjOnLa6daTq0oAmuWi5YA9cZ5J9azNB8AXXid4tT1AvaWTRpsjBy8gA6+wrvp/B0a2n2S3uGiBACnZ0A6jNSM8m8QtPNeDU8SQncFEjx7eB0zjvVLWL9tQmilZlJESgkdCfavZLzwfHLEALhfJJw5mUYC+v1rxXUoY4NSuoYm3JHKyKfUA8GkMosKbTjSGgAFO7Uimg8DrQBVk/14PrUw4WoZMmRanA4FIAAJqQLgU1OlSDOKAGNgCo+T0rR0uTSYrpm1i1ubiDb8qW8ojO71JrZ/tbwZH/q/C93If8AprqDc/kKAOXAO3oaMEdRXVL4h8Nx/wCr8F2x/wCul5IafH4l0eaRYoPA2mtIx2qollYsT2Az1oA5q0tri8uY7a2haWeVgiIo5LHtWzr+nafo0MGnRuZ9URi17Mrfu0PaNR3x3NdnfeItI8GCJLXw5pa646lbkRM5S3Vh9wH++e+Olcx/wlGiOSZPBemMSeStxICf1oA5Yg7Sea1rn9/4N06Yj57e5lgb6H5hWj/bfheRT5nhAIO/lX7r/OtG3vPCl34dvQNJ1CCzt5kleOO6DOWb5dwJHT2oA4Lj1pwrpzH4FmIIn161J7FY5MUHSfB8n+q8T3cR9J7A/wAxQBzFHvVjUILe1vJIba9S8hB+WZEKhvwNVu1AGt4aQPr9q7D5IC07H2Vc1lSSmaaSU9ZHZ/zOa2NA/cwaxddDBZMFPu5C1iDj/wDXQBJHFLMxWON3bBOFGTgda3/DWj206z61qwK6PY480ZwZ3/hiX3Pf2rY+G2l3N/NrNxbDbJDYtCsrHAjLnBY/RcmsbxNrFvcGDR9J+TSLD5IfWZv4pW9ST09qAMS5mS4uppooUgjdyyxJ92ME9B9OldB4T8GXviVpblmFppNsN11eycKi9wPU0/w/4Wjkhh1PWfMispXCWtug/fXj9lUdQPVq2vHPidrfT4/Cti0cUERzdRwcRq3aJcddvcnqaAOM1VtPOqXA0qORLINiIStliB3J9+tUyeDTehyBTs5zxQAxulIDSkcU0cUASLzSyjikjOKdJytAETf8e749BUC9BVg8wSY9BVccUAPFSxnmol5NTxgZpoCzExB4HJrqNNa9ktB5M0Cqpxh4ySK5aEZdcetdPokmDNGe/NDAtlNRJ5uLb8IjThFqJ/5ebcD/AK4mraJwTT1PHNSBjRQ3jatekXEQdVjDHyjzxxiq3iFLtNHfzbiNlLrwseK07U51jUj2/dD/AMdqn4ob/iTNx/y0WgDhFNa/hpJptXAhkCP5ZOSueKxRwa6Dwh/yGGI7RN/StHsLqdFLBeHWIQ14u8W7HcIh0z060zI/tAx6jcebZ2qedKFQLuf+FT/OrWS2vqMni1/9mrl9W1bfYz2SxgSPePJJL3IHAX6CoiMvaV8Qtc0HVpr3Trry0lPzQNyjD6f1rfXUm1y3+1h3R5SSxYZIbv8AUV51p1qb7UIoADhmG72FekqiRRLGgAVRgAVTlbYhxT3G6daSN4l0aOW5aVftBfBUDGBntVzUDn44qf8Ap3H/AKIosre/VjrFlCkz6erOsTA4kPcD6CsbRdcPiL4pW+omDyS8JTZuzjbERXJiJT9nNNaWZ04RR9tBruReEM/2lr2P+ey/+hvW1roLaHeDvsz+RFYXhJ9t/rx9Zl/9CetvU2DaZdA94mrVfEyJbL+upbSQ+UpzwQD+lclrFgdOvhe2wxDI3IU42N9a3ba4kmtYVt4pJ3ESkhBnHFVGee9SSFrOSRSdrgKTg1aJseh+H9TvvEnh2OC1Edn5W2OefGQeOQgHc9yaPE13ZWmnwW8lwDdx3MHLDaXAfn8q4Hw9q+p+HLi40gEpJKQY2Y4x7g9jitvxNFBcaaNUn1Fpr+Io5tvlY5DjGNv3QferTYmj0yMJukKFSCx5Uj+lThdy8jAFc3beJbKzt76S/i+yNaqklzGkR+Vm6Af3u1ZyHXfG/eTSNCY/9trgf0FaOWgi5qni55L06V4ctv7R1HOGcf6mH13NVe38GJHHPqGtzf2lqkkEmHcZSL5TwgPb3rqNI0aw0KzNrp1uIIidzc5LH1J7muf8aWeookGs6RI5u7JXD2+75JoiPmGPXnNZiJ/DLStoOjSxyII/s6rKjDII5HHoeK6UR8A9QfTrXK+CpvP8H6Y/Q+Vg57YY8Vqar4q0vw5bb9Tn2sf9XGg3Ox9AKBlSbU9TKP52iD7IXlVmc9EUZDmvnmSQSTSScAM7N+Zr1zV/izZ3un32nrpF5btNAyxySnB57keleQDoAeoGKAQ1qYTUjVEetSMUUxz8xp4qOTrQAzOZFqYVAv8ArVqzigBUHFOzgUgFKelAER5PSkIz3pTmlVWZtqgkkgAAck9hQAsaM7hFUsxwABySe2BXZKsfga03HZJ4lmT5R94WCEdf+uhz+Fa+g+Fb3QdPOoLbxNrLjMb3DhYNPBH33J6yEdF7VzOueFNY06GLULqWK+W8lby5raTzjIR1PAoAwGZpGaR2ZnYklieTk85NIMV0dh4E8R6jZyXaaeYYEBYtdOIcgem7FZenaJqmrXHkWGn3FzJu2/u0JGfr0oApbQQe9avhw+curWXH7+yYrnuUORTI/DusyQXU66bctDa7vPk2YVMdefak8KsyeJbTCMysxRwoJwrKQScdqAMYAnnPXrSjg9T/AI16dp/gXRPD2iPrfjGYMJQ4tbKOTDsOdpPfmuL0qx0C4jkn1PWJbRd5CW8MHmyEdRz0oAxse1FWL9bSO9lFhLNJag/u3nQKxHuB0qvhtm8KdvTJHGfrQBsWjeT4S1Rzx508UI98fMaxQGZgACS3AA6k+1dH/Zl9ceDbU2tpNMnnSXE7RpkIoAUZqz4YtoNH0+XxXfRrKLdtmnwN0muMcHH91etAG9qllP4K+G0Vkk+NS1uf/S0Q8pGo4jz65PasS10ix8MW0eo+I4vOvXUPa6UT1HZpf7q98d63tX8WaVZaXo89vIup67HbFjLIAY7aR2LM/wDtP04PSuc8KaJceNfFLG+uDJEubi8mmkwSo7ZPr0oA1TrF5YWDeK9Ul361fKYtLiIwLePoZAvYdlFcEWaRizksxOST1J9a9D17wrqXiHVBqJ1jRFt5iIbdVuxtixwsIHtx+dYlh8Pteursw3EMenxLL5bXF22xM5x8vdvwoA5kDPGK2NN8K63qtobqz0+R7cZ/esQinHUAnqa0f+Ff6xFeTrdtBY2cMpQ3l2/lo3OMqDy34Vem8Daz/aD6fd6isGk2rhVvrmQrBhucoD1zntQBw7AhirDDA4I96YK7/Vvh2YmS30pNSlYPiS8ukSO1Kf3lYHp+tcLdQC0vJrcTRzCNyvmxHKvjuDQA1eKkI+Q461GtSclTQBF/yykB64qtnirJJ8qTPpVYUMB6VZSq6dKsJ0poCePIIPQ5rZ0ebbqQBOcnFY0eSwq5bv5V2rDPBoYHbqPlxQQMntUQYnlTwRShveoApWgP9pakf9tB/wCO1R8VH/iUL7yD+VXrLm91FvWcD/x0Vn+K2/4lca+sn9Ka1YHDCuh8HD/iaTH0hP8AMVzy10fg4E6jOf8Apl/WtHsI6ZOdfl9Rar/6FXO634cuWu5J7VDKkjbioIyvrXQxc63cc8iBB+pq8AT2571mmM5zw5oktjK91cJscrhEPUe5rfzj3xT8ADNLBGZbmOIdXYD9aLXYpbHd6Aq2GkpgAuVyfcmvNdOs4LL4v+VbLtiZXkCjtuiJP869TuovstuYiMY4/SvL7I5+L6f9cm/9FGni1+4l6BgG/rEfUy/DE8UVxrcjyBVMyYJHX5pK1L65gmsJgsw5Q9iO1UPCv/IQ1/H/AD3X/wBDeuhu7ydrBrGOFCr5y5HNRH4maS2j/XUqeDvEUug2DSR26zCeMKWwTjHvirzePb1VdLZLGAMcnapzn8qw9A1i7hsrawVtsWWB5789aqvlZXVjyCf51akikrou63DbX+n/ANoS6qr6nI2/y1hYbfxrM0q/t7TRr62njhe5aMiNyT+65yeB1P1rUlErwwsXcgLj1Arkr6O4eW4ZcscHdt9O1CdyZxseywap4buYXkK3d/dSRqk8jQuSeMgHHvxW/F4q0/y13RXwIA4Fo5xXmvg3XhbyW93bZRYlCXse87CnZ1z346V6VB4ptLmMSRpcmMjgtxuH07VZmO/4SmwZjiPUP/AR6gfxLp6yl/s+oBeS3+iN6fyp994us9PsZLq4SURIMk7xz6Vwj6trHjN/MlkuLPRi5Kxo+2WVSemfShICTSPiBpOleGxaq7NeRPLtQrtUEsSuT/Sszw7qmjRzy69rV7Ld6mxZWJj3xRZ6YH0qFNa0vS/Ct1ocWnJdXs000UYbBcAngk9eKzBo+l6ToiTXcaXOoEjMRlIHXpge3rSA0PHGtpr7W93awsthErRRyum0yE9ce1cSBgYrX1XXb3VbGGC4lUwQMRFEgAVB6D1rHU+1IYNzULDBqY9KibrQAg6VHJT6ZJ0pAMTmZfarQqpH/rhVsDigBw6Uh4oAxQRmgBjHg12Fqtp4JtI72bybnxBNHvt4QQyWSkcO3q3oO1ce1N570AWri/u7subm5ml8yQyOHckFj1OPWr+m+J9b0i0Npp+pT20BYtsjxwT1IyOKyBSgE9aAOqtfHutRWYtrs22oxqxdDfx+aUJ9DmltviL4lttRhuxeqfJJKQBAsQz/ALAwK5UD5eBS9B0oA6+0+IWrpc3kuoLFqUd1CYTbz5WJQTnhVwK1NL+JljY2Kwy+HoYpRJmR7AiJGj9G7nHpXnnQ4H4Zpjjn0J7mgDutd1zS9L1SXGiJe3331nvpmkjQMMgLGOAPrTNV1zwdrFxHql5Zai92YUSSztQkMKsowSCOcGsHxEfOh0i+yf8ASLJQc88oSprD+h59fSgD0HTtd8A6ZfmSPw/eXEEsTbzcSBjGxH3UH1/iPNRy/ESzk0QafJ4ZsZUhm8y1jfiOJQMDIHLH1ya4Pn1p8MbTTxRDlndVH4mgD1nTfEN6NStNPsLOCC6ltBLcTg4t7WJhl2EfTOOOe5rh/GniT/hI9aL26iOwth5VtGqBQB3bA6E9ak1nX7m1vda0628tYrh0gkkH39iDGwHsuRzXLZJ60AOHSgOyhgruu4YbBIyPSlHSm80AICRjHGDkY7VcvNSvtQZXvLy4uGUfKZZC236VUxQOlAFie7ubxla6uJpyowDK5fA9Bmn3F7dXkMUVxdTTRxLhEkcsqj0APSqwp9AEhvLtrY2xu7jyP+eRlbb+WarY5zT/AFplAD1NSg8c1ADUqEEc0ARscRycdqrA5q1L9xh7VUHShgSx9KsJkDNQR1Mp4oQFiMng5qckmTOetV4cEc1KxHaqA7O0klksomWGM/KACZCM/lT2+2EDEVuv1kaqugyb9NCnqjEVqVDAxrQXour4Ktt/r8Nlm67R0rO8UNP/AGdEJlhA8w4MZJJ4962NP/1l+w/5+WH6CsrxdgWMCj++aFuBxi8cd66Pwh5gu7koiH93g72Ixz7Vznaux8BafNfy33k7flRSc+5rR7CNOE3B1e9Pkw5EcY/1jYH6Vb33HeK3/wC+2rUi8JakL65nBgxMFx8xBGBVr/hEdUIyFhIx138VFmMwDJcE/ct8f7zVq+GLea98U6bCywkNOCdu7OBzU/8Awiuqdkh/77FaOjwyeDrqXX9TWMxWkTFFDZLyNwq00mTJXR2Xi2K106eBbi4jjNwdsak4Jb+g968gjhMHxlRCMERE4/7ZGtmxXVfFkuu+I9Qu4zHBC6hm/wBWfRAPbIrkPCt9dah8R7SW8OZ1haNiRyQsRAJ/AVGKb9hL0Zpgo8teL80L4TfF9rx/6bL/AOhPXpHhfwg3iRJbl7uO2gibZn+Jj/hXm3hT/j81z3mT/wBCeuptri7t3Mdqz7pGHyDuaUfiYS0S/rqZ2lWGm6PqFymot56wzSRx7TwzButVdTtlTU5TGpCE7lBpsen3ct5NZvCTcLeSLsHqTmtfXbCazkiFwmxwoDY9alu0jemrxJLfVxaaCtj9nRllzkkZIPsateHNe8N6dpep2t9pKPcyQttmfDc7TxVa002O+0/57hIdv3c9zS+G/Cmm3l5dS6/LIlsY28gxtje4q4kVErHBW8lvbXdvObbNlKqh4txwT3BPbNe22UOjf2IuqQbjA0YIDOScgcL7HNeTz6dbxWFskcvnRzQbzkcpyRj60aN4hu9AZrG4Z5bXJYxZ4cdmHuKu7MUdXqPgrUdV8LumnzJLvf7QEd87nzyoJ5GPSqcb+KLTSobK9sbTS4I1EZu5OXKgdl7mrsnxEuorJHtnhulcKAVG2VGz8wYdOneuLudU1HWr4RQFriRcgNniME5+Zu5o5mFhkepafYW3mWqs119ok3TzL87D+HA9adYaJc6lKZ7vdBA3Oz+OT6+lXtA0WCK5u5boLNdRTbd3YcZziumCdOBz7UmwOB8QJHBf/Z4UWOOJAAorKXrV/W5DLq1y3+3j8qzkPNNASN0+tQN1qyelV3FADDTJcbakpko+Q+1ICGI/vVq6KpQf61au9qYAKM8UUh4pANNNp2eKSgABpwztP0PWmdKevQ80Aeh23gfRpY9JSTUpEub1Y3MfmJlgQScD+EDHU0l54I0uyLXDz3s0H7mPybYK7K8nQ7xwy49K4YXtyJo5xcyebGmxHzyq4xge1T2+tanaBBb39xEETy1CORhc5x9M0Adm/gLT1ZbP7Zdi6CNM05UCEqrhcezEVSj8G2ixXN3cvetHbTTqYoox5kio21Sox781zD6vqMloto1/cG3U7hGXOM5z/PmnTa9q7zxXDalcmeJdqP5nKjuKAOun8P2snhqFJhcrFbzyRQGTEbqCV4Ydzz0rH8VeGrLSbU3NlJdbI7prR1uQAXIXO5MdqZpWrahc6FrcRvJmlRVulYtlhzhjWHfarqGptGb69mnMYwnmNnbQBtaJ4T/tvw9LexXYiuVujCqupKsoQseR06d6mtvC9zpPiHSRdyxMJpDMoTJzGo3b/oe30rnrbVL+ytpLe3vJYoZf9ZGjYDfX8OK3tP1i41K8vdTuig+w6Y0USoMKgxtUD86AH6B4YbxRc31xPJNbxu4eKXZlXLSYb6kCtaw8EaTfMbtJb2G2WKVvLudsb7kYDO7spzXERanfx2S2SXk626uJBGrkAMOc/XNWf+Ei1n7X9q/tO684J5e/fzt9KAOll8J6Wmi3F+sl5K0DNI8asuREDjIz94e4q6vw+sb/AFa+tLCa7SK1t0IeYKd8rqGVfpg1xMuuarPayW0t/cPBI254y/DH6VG+qX8gG+8nPziTlz94DAP1AoA6zUvBllYeEV1R7iUXawxu6Flb52YjaV6qBj7x4riQKsyapfzeZ5l3M/mp5cm5s7lByAfUZqqKAHqM07pTUznrTqAGn+tR1IRTMUAOXpUiY7io0FSDjmgBko+VjjtVQVenH7lj7VRHNDAmjqZRxzUMWc1OOmKEBLGetPNMj4b1pWODVAdN4Zk+SeHPo1dAOfzrkfDUxTUNhP30I/rXXA9KhgZemcree91J/Ssrxh/x524/2mrV0s5huT63Un86xvF5P2a27ctRHcDkM16X8JCjXGpR4YsUTG38a8zrS0nU73SboXljI8c0bA5Hp71qtxH0bFC/B8u4bvwOKmkuGgT5rO4cY6AgfzrlPD3jfTvEul/Z7q4ktr4feSJipI9QasS6Hp7sXN7fuDyS8wOR7Zq7CZsSakkYJayuFHsUP9a8++JGspPplkIllXbcZcSdGwOM4rqU0XR0bBjlmPqZBxWB4q8O217p5h05VickE+YxOSPT0pOLC55neeIb24aVI3MUDkExREhcjvitX4fyvN46tZJGLOwlJJ/3DTG8C61FkNFESeRh85FXPBunS6X8Q7S1nKmQROx2nI5jJrlxaaoyv2Z04T+ND1QeGbqK3n1mRy21p0xhSf4pO1dLp3iCysrvz5N7cfKfKPB/KsLwku7UNeGT/rl/9Ceuj2tyNxxVRdmzKey/rqY58SIl5qE0TESG7MqybDkZUVbu9Zg1DTbZ5Xmebad7GJiCfrUECBr7UomGQZEb816102m6Zf3ekwR29tPKBkAhTis6r6m1CXQ5iTUYDpuEeUMGDZ8o4H41nWWrSW9wJhLIwR8opQsvvkV6VB4G1+502SAWnllhwZXxiuJuLSXT7qSznXEkL7XAPeqhK4qr6GDZ36PbL5hcsGbACE4GTRdtbXUQRkmDA5VxEeDVnTv+PRlzjbM4/WrRyO5/OtDAwoLS3+7K9wsRPKxQEFvqa6Kyv7G0iEVvaXEaY7Qnn61HG59TV2OU46n86AK1lqcKXuoExXOJJVYfuST93vWiurw/88brjv5BxVKzlP8Aa18M9RG36Vo3E5js53ycLG3f2pAedXchluZHJ+87H9arjhqUtknPfmm55qgLKDcn0qGUYPSpITg0s6Z5oAqE4NNflDQaXqjfSkBXh/1y1cHSqcA/fLVsHigB4pGNAOaRuTQA2iikxQAU8UgPal7UAOGccUdOtIDxQTmgBetI/wB2jNDdKANjwniTWjaN927t5YCD05Xj+VYeCvDdV4P1q5pVz9i1eyuc48uZWJ9s81Jr9uLTX7+ADCrMxGPQ8j+dAGd+dbdiBD4O1OY9Z54rcH2+8f5ViZ4rbv8AEHhHSrfo080twR+Sj+tAGLRijNGaAFNJRn2ooASnDpTRThQA5QadSL0paAA9KiPWpTUTdaAHLUq1EvSpF6UIBJsmCT2qivar02fIk+lUU60MCeMcVOMbfeoY+gqfOBgUIB8YOeuKG5JGM0ikkinHCk+tUBc0qVodRhYAElsAE4rrzJfq2BbW/BwMymuGt5dlwjn+FgRXoKsGG71waloDG0xtQFvIUgtmUzyH5pD1zzWV4qknMVuJ0RDhsbWzmt3SWLacp9ZHP/j1YfjAjbbeu1jSW4HJ9+tdf4T8mTTNRtbzTluoJSpSVGAkhlAO0j1HPIrjyTmuz8GZFlcnuZV/lWjA50pdWl9K8SSRSwHOVBBT3+lei+DvGaz7rbUJYlfaSTM4CN789DWdYASC6ldFZzM8e4jPy+n0rC1jw5IJDLYJuRj80Q6qfalGo0Jq56bPqdhJJkappwX2mUVWk1LTF4/texbPUecvSvIf7G1IdLOT8qUaJqZ/5dJPyq/bMXKeunXNKRSG1S0bnj9+tc3pdxDdfFiGWCWKVDC3zRHKn90e9cMmi6g7uq27ExnDexrofAdtLa+PbOGZdrhJDj6xmufFT5qMvRnThV++h6oveETjUNf/AOuy/wDoT10meCa5rwkCdQ17H/PZf/Qnro3bYMUvtMzlsv66mdDga1fDP3kib9K7hPE2r2Oj2UNndCKHYRwgzmuEU41yf3t1P5GuliYSaJBk42ORmpq7BDciv/EWqzAmfUrl+TxvwP0qnqcXm3CXHXzY1cnOSTUdytux2l2/DvVqXEmmWUsf3ApTnrkUQY5nNWEfyXY/u3LipnHpTrRT9p1Ff7tyT+YqQoOeK1MykdwPFWYWO3nrSmLPaljTnpQBHaHGsXfTmKM1Nq8oj0a5OeSu0fjVeHKazJ/tW6n9ai8Qzj+yGUcFnApgcgRTfpTzjHuajzTAliPzc1bKF04FUkNXrabkBulMDOlXa5FIvf6VqXNn54Lp94dqzWjkiYh1I4pMCrD/AK+rYFVIv+PirY5pAKBgUh607tTTQAlJSkcUlAAOtP7UxadQACloHSigBBQelLR2oAjblDzW54oHnXNjfr0vLONz7sPlP8qwxxxW5dn7X4K06cctZ3Elux9Fb5l/rQBgk/KevStzxNmC50+yGALaxjXHuRuP86zNNtzd6raW4GfNmRceoyKt+I7gXXiW/lH3POKKR6Lx/SgDNNIKBTsUAJiiiigAxTgOKQU4dKAFFOx700dadigBppmM1IRxUfQ0AKOlSL1pi9KcDxQgFm/495P92s9Ooq/Kc2z/AEqgnWhgWE6CpRzUcfpU4GKaAcvBFOcgc96ap5FK7CmAwn5u1d7ZP5llC5POwfyrgsHj1rtdKcvo0DEchSDSewBo4/4lUPuzH/x41heLz81t/uH+dbukEjSrYY6qT+prA8ZD99bdvkP86lActiux8IAiwmPrKP5Vx3Pau28IAf2W57mb+lWwNDSx/o8zZ+9PIf1q3zVTSjnTwfWR/wD0I1bJxWYWGnOaTn3pevNAxnrTAo2P+tvm9bgj8gKTw9/yVC3/AOuTf+ijS6ccx3LetzJSeH+fihB/1yb/ANFGscR/Cl6M3wv8eHqQ+FLhYrvXJCkjBpkwFXJ+8/atybUIywBhuB9YjWL4UBa+13BIPnr/AOhPXSMrFwSxNaR+Jmc9l/XUxvtcQ1pWEU+Gtiv+rOcg+lbEOoINHlhEF0cSA7hCSMVVmwmvWTZPMEi9fTBratJCmnX4BOQmaVTa5MNznTKzu58ifqcfuzV61vjHo32d7W7LJJvVliJGDVm0hW9tbqaS9ETxLuVGON+R0pnh+VpYtQgZicoHGT3qIyuXJGNBdKNQ1EeRcYaRW4iPHy96la5T/nhcD6xVZt8/23qOc/MkTfXirDjNbXMzN+1L/wA8bj/v0aQXKAnEFx/36q4w5pPxNFwMozqusBzDP81ueAnPBql4jnElpCojkTLk/OuO1a0mf7dtT/egcfrWR4sYiS1TPAUmmBzZoo9aBTAVamQ4qAVOvKigC0LrYnHWqNzOZW5p0hOMCq7E47UgII/+Pira1Vi5uKtimAE8UgOaVsEU3pSACaSikoAVaf2pgp1ACjpS4pBS0AFHailoAhJIBNdP4f0jUtT8O6xYw2krAiG4iO3qxbAx9efyq18PvDH/AAkOvkyJm2tsOxK5Rjn7remR0Nel+I/G+l+CdmmabbKZIkVMhN5UAkqp9xmkB5joXhbVtL1+3ur2ykSKBpSGxkOyKSdvc/WuRZneV5GzuZiTn3r2jSfihb6rcLBcRqWdTG2E8qUKfvBSMjn8DWT8QPBdimjr4j0OMC34Vre3hYqo7uXJzn1oA8sxTwDim0vamAEGkwaWk/GgBRxTh0popRQA4dak7VF0qUetADW4FRNUxNQtzQAq9Kd2poPFOPShADnNs+fSqKVcc/6PJ9KqJQBPGeanFQIDUpOBQA4mjrTQc1KOOlMCItj14rqdEnuTpBWGGJ1QvlmfHauXkAxmuk8Ny/8AEuvUJ+6Mj8jQwLmmPerplsEtrdl2ZBMpBx+VYPit5muIfOjVGEfAVtwIzXV6aANLtPXylNcr4w/4/YR6Rj+ZqY7gc3XYeGGul0s+RDC6+acl3IOcVx4PNdx4WIGikjqXc/pVNiJdMe+Gmx7ILcrliCZCD1PtVgyaj/z72o/7an/CnaUMaVbe6H9TVo1Aylu1H/nla/8Afxv8KdnUOP3dr/301WhQDhvxpgY+nG9a1coLYK0zk7ieueal8M+b/wALLg83Zv8AKfOzOP8AVH1p+kc6bH7s5/8AHjR4e/5KjB/1yb/0UaxxH8KXozowv8WHqN8JAnUNex/z2X/0J66RmYDpXOeEFJ1HXgO0y/8AoT11BHYitFuzKWy/rqZF7Js1bTXIP3pF/Nf/AK1belSLM8sTjiSIj9Kx9UUC701vS5x+amtvSY1/tCLORuyv9KJ/CStzP82KJUCwhuh5/KpNHuj/AGqbfy0RZFZfl602S0SK6ljecBVZgBjnrS27WdtqMMo3mTzAAfrWUDRlRAU8RXIPe2Qn8DirrgEcVBdRGPxZIgI+a2IP/fVWiuBzWqMiqwqOrLKDmoSv86YGdcMV1ixb1WQfpmsLxS+6+iX+7H/Ot2+H/Ew05vV3H5rXM+Inzqzg/wAKgfpVAZGMc0E0penLtYc9aAGA45qxGwKmoHQg5HSnJ0x60AMeTLECmE8VJJGUOOoqM8UAMg/12atE1Uh/1tWc9KACjtQaKAEooooAAeafTBTh0oAWiiloATrTgcdKSlFAHf8Awm1a307xFPDP5C+fGFEks/ln6AdDXc/Cfw5YajqniC+1QRXt7b3xRVlwwQcndg14LDcy2l2lzbvsljbcjYzg/Q16F4f8cPbaj/atte/YtV8tY5/PG+O+YnuAAEHvSA9Y+I/hTSBpb6lb6UIryEZFxbxBQF7hsfzrk9Kdrv4aamt188bMyR/vjHv45UN0/CtDVvE/iPxFDLpF7JpWnwOSryW85kMgVdzADrtxXBeKPGVgvh2LQNEJktjGpeVl/wBYGHzBh/eDDg+9AHneKO1FJTAXtSUtJQAoNLTacKAFHNSA8VH0p6ng0ABPFR1Ix+Wo+tABmndabT16cigBjDMMg74qpH2FWnIGc9O9W4bOG5hWWE4PcUIBkNv+581hhe1V3YFvarV3OQggXotZxegCUOBUgkFVsmnAnHvQBKZN3FbWhSeWt6pP3rdv0rIt4d5LGtKxYRzSj1gcfpQB1NiSNPtv+uK/yrlfFzbr+MekY/rXWWagWUA/6ZL/ACrkvFuRqaDt5a0o7gc7Xc+HPl8PA57ua4cV3OiEL4WzxwkhpyEX9N40y1H/AEzFWKZp6FdOthjpEv8AKrBGKkZF+FNfIBPoM1KaimbEUh9FPf2pgUdJydLt/cE/qaPD/HxQh/65N/6KNTaWgXS7XP8AzzB/nUWgjHxRh/65N/6KNY4j+FL0Z0Yb+ND1IvCs0kd7rrrA8jGZcopGR8z10Bu5c5NnOP8AgS1g+Ef+P/Xv+uy/+hPXQsOtaR+JmUtl/XUy9VupNlq/2WUbLlDzj3rVtb+4S7jddPmbD9Ny881m6wP9AVv7s0bf+PVqLkNu9Gz+tOT0JQ6V7pNReZ7CQFZt21ipHNUb6WWa5Ny1oU+YNtVl4xWxrMLnUJCqsRIiNxWZJYTucbMZyMsaxizRrQi1C7n/AOEnt5ns5UMls2EyOenIqU3czD/j0mP1YU/Vo2OoaG/BYwSRkg8HAFSLhU5FbJmRWFxNjm0l/NaTz5cc2kv/AH0tTj6UEcUwMjUJXFxYMbaXif1HOQa5fWE8zV7jgrhsYPaus1Q4Nk2OFuk/ka5TVT/xOLv2kNNAZzREAmoskVabIqBjkdKLANDE9acpwaZS9DQBNPjj1qu54qaQExCQHjOPxqvIeKAGwn95VjrVWL/WVbXpQAClIoxR9aAG0UEHPSigAFKKAKUCgBR0pR0oHSkHcUAFKOlJjFKKAIW6mmk8H6YNPfrTD90/SgDv7bnxraFsYfSc/wDkL/61cEhwAB/Ku+shv8ZaS2OJNJx9f3Zrgl449KAFNJTutNHNABRS4pKAF6UtJS4oAWnAe9NxSigBSOKYOKkqM9aAADinDim54py0ARTn5W+lFldSQI6qeDS3H3W+lQQ85oAkdixJJyTTQD3oNPQZoATbxUsMO857DrVmKBGTJqwiKowBTAaMKnA6VGrFZWKkZKkfpU7Y2ntVUSbZQc9DQB2Fu2oLBEPJttoRefMPTH0rlPFLyNqWJVVWCLwrZFdzgCMYGOP6Vw3ipv8Aibtj+4tStwMMGux0xrtPDB2JB5flvyXIbFcaOtdzZHb4P64zC386bEXbV9QFnCqx2hURrjLnOMU4vqHeO0H/AAJqsRZFvGvcIo/SnEDFSMqE6gegtfzakMWoSo0Z+ygFSDjP6VcFRXN2ba2YADLZOfQAUpSshMhV10yySOaSJmRAFVetV/Dknm/Ey3fj5oWPH/XI1z11K0d0rnlXjAz05rY8GP5nxAtGz/yyfp/1zNYV3elL0ZvhH++h6lnwj/x/69/12X/0J66RjyfSua8Ig/b9d/67L/6E9dKSOa6I/EzOWy9P1M7Wh/xKJz6FT/48K0V/1Zx6Z/SqOrDdo93xwIyauQHfbIQc5UH9KGSjU1d5mSzdWOHt8ceoqhdQLJaWzwec87H94rdORWjPJIukafKrdHaM8etZEjXckSHMjHA+7xyDWC3NfshdxSQ22jeaNrx3MidexWgniobtJkitxMGAN+pQnrgqasYrZbGbGij8aXaaMUaiMvWBttrdv7txH/OuS1b5dZu1P/PU11+tDOnA+k0Z/wDHq5LXBt1m7yed9XECttyM9qHhBXii3kVl2nrVnZ2xmmBlyIUOMUzNassAkTGOazpIzG2D+dFgHQnejxHkOPyNVGPQGp422OGB6c0Xa7Z9w6P81ICCP/WVbFVk/wBZVkUALxSZFGaTFAAaSlpKAFpaSgc0APHSgUg4pRQAGilpMUARtyxxTSM8Y68Up6mnQy+VMknHyMG56daAPQLK1uIvFPhp3gkVW0vByO+1uDXnzDEjD0J/nXpsstrZ3VnBBKxW+dp2U3RJYYGHB/hU88e1edX7pLqV1JGQUaViMdOvagCvSUtFAAKSlpMUAKKWm07NAC0opKUUAPPSoj1qU9KiNOwCCnqeaaDTugpAR3A+RvpVaDoatXIyn4VUjO1eaGBNTkPzVEXFSRI0jBVBJNAF5H+XrxUyuoTPeqpPl/I3JHpUMkwApgWJpycjNQR5edFJ6sP51XaQnODT7bm6iz/fH86QHpTOAOvGK4XxQf8AicP9F/lXbkDLY6Vw3icf8TmUemP5VKAxxXbQAjweOn+p/rXE12ynHhSMc58tR+bVTEjZQ4VfoP5U7k0mRke3FJu7Uhjvp1NaCaRBPlLudIuMjnJPHSqULhZFZhwDk/Sse81Byty4c/KyHGemeTWNVtKyJk7IseILfTIYgtoqSRocb29e9Zvgdlbx/aFF2jy5Bj38s0mpSrBcEMwaOaME46c9/wA6b4CTy/HlqucgLJg/9szWM7+xnfszfB61oeqLnhUT/atc8sxeZ5ybt2cfefpW+Te55S2P0LVh+Ef+Qhr3/XZf/QnrpCcV0r4mTLZf11M6/F22nXKFLfBibOGNLp8l49hAQkBBjXGWPpVq5G+1lXuUYfoag0dt2k23b92BVkGvDNqa6A8iJaeVHMMqSxbJ7iqub+aCcu8KNGSFQFvm79cVp6eXbSdSSPBYAMARms+VruSQ437SVPHA5FY3940Wxi6imor9kmkiAQXCYLSE89P61oFrsZ/d2/H+01Vr61nCWkkrcJdR7lL5P3vStO4XbNIuCMMR+taJkMqb7v8AuQf99H/CkL3Q/wCWcGP94/4VNikIp3EZWrm4OlS7lhVRtP3j1yPauW1xmOr3BIUEkEgHgcV2Grjdo90M/wAIP6iuJ1aUSancN6t/SqiBTyQeOKt294RhW5FUzzSUAbihZBxUctt5iEFfpWdBcNGfvVqx3YMRdz0FUBjywPG+1lpH/eWpT+JORU1zeGY9hiqwmBYipAIGiMLg/wCtLDH071JVWLAmIqzmmgFoo7UUgA000tIaAF7UDpR1FKKAFpRSClBoAWiijFAER6mmkdh1NOYc0nqKAO0tbYnW9BaHJAtHSMFFywUH375NclfQR29/LFEWMaNxu69OldhptrJPf+DnVHH2lXRWMoG7BI444rj70FdQuVI5ErA855zjrSAhooopgFFFIaAFApaAaWgApRSUq0AOHSo2qXtUbUANFOzkU3FO7UAXtMijuNQtopo1dC+CrcA596zL+EW+oXEKDCpIQBnoPStPSW26nbDOP3q1R10FddvB/wBNTQBVjhLck4FW0lW1jO0/Me9VVbZGAetJtLdelAA05YnHQ00c9aeIxThH7UARhSangRvMXaPmyMVZt7CSUbjwvrWjDaxwAqvJ9aAOijW92g+fb4IzzEf8a4zxDu/tibzCpfjJUYHSu8Qfuk/3RXB+Iv8AkNXHP8X9KS3AysmuvZLpfD8A82Hy22BV2HPX1rj67twf7CsFA6tCMfjTYFrZfknM9v8A9+jRs1AD/j4t/wDv0f8AGrhBBNIaQFPbfc/6TD7/ALo/41m6lGYLiQOMR3KY3ehHetn7zBQfmJAApms2NwyPD5DSOq/voe6Y9P8AGsptAldHLvI15ZvA4/0iEAKfVav+AGLeOLLdnPlyDn/rmap3KS2c9vdTwyxEjB3KRuHrzWj4JAHxAtcHIKSEH28s1nWf7mXozbCK1aHqW/CP/IQ17/rsv/oT10Z61zfhI/6drv8A12X/ANCeujJ5rZfE/kRLZf11EI3KR6g/yqpoJB0e3X0DDP0NW16iqGhNjTtnPySuP1rQg6TRyS93GDhniOKzmtr5wjM5ClAeWx0NXdIONTVDn50Zf0p16lvJ5HlnytoaNwTnJ9a55L3jSGxz2q2vlWzXDTofKnSTaCTxuFbN9xezHnDEMPxFZupSw2uk34ilLtNAARs44I5rRvXDrbTDhZYVI/AVa2JkViaSkyPWkJqiSpqWW025GesZriJ7QTMXVvmPP1ru7xd1lOO3lniuLtmBJwOnrWkUBlyI8Rw4IpueK27mH7RHjbz2rFdGjYqwIIptANqQEtGVzxUdAOKkCHJBIOaaxwankTcm4VXegCSLBlz61aqtbqQd2DtzjPbNWM5oQDqSl7UlABimmn000AIOtOptOoAUUgpRS9qAFzQDR2pBQAw9TTaewOKaaAN208Qrbf8ACPlkcnS5JGYjvubIxWLPJ51xLKcjzHLYPuc0wZ/KkNAC0UUUAFBoooABTqaOtOoAKUcGkooAkHSo271IOlMagBtOFNpw5oAtaf8A8hK1P/TZf51X11lbXbxlOQZDzSiRokZ0OGT5lPoazvmdixOWJyc0AKDuPNSKAKYFb0qWOJz2NAD4l3yAZxV0RLH71EFihQsTl/aozcADGRQBaMzKODxTftzgYP5VSadD1bNS2apc3sEWfvuBTuB38TZt42x1VT+lcD4gOdZuf9+vQSAAFGQOK891051m5/3zUrcDNrvX507S19ZYh+lcF2r0F1Pk6SmOsin8lpsDSY8VGWqQ9KicHHSkAkf/AB8Rkn+Nf516lrnhi31YGZf3c5ZWSVDgj3/KvKlUls5wcjHFej6d4kaGHyZsMEHIY8g4HT86wqX3LhqY914V1m5lhVzBqaJAzLHd84OeCSOnFcnYQCD4sWsf2BbEm0DNAn3QTBkkex617hpN/Zzu5VwhKiPDdfevKte2j4+RqmNq2iKMe1vWU3elP0Z0UFatD1RyHhaLfc64nmSLiZOVbBPzPW99lxwLi4/77/8ArVjeEj/p2vf9dl/9CeuhY89K64/Ezney/rqQC2YYxczj/gQ/wqnpNuRHcoLiZdlw4wCK1beGe5kCQRPIx6BBmrvh/wAJ6ndXWqIUWER3RDeYeRkA9KUqijuJRb2KFtbkXkP+l3IBbBIcA/yqa7tILeaUNc3bFJRkbh3/AArtIPAkcTLJcXpLA52ouBXO6x5sOo3cQgU7SCrN3xXP7aMn7rNFTklqc1qUKtp1wEE5IjbksO34VcW0k/saym+1XAyo+UsCAMduKv6vGraaxhuMMYm85SOnynpVPTm83wvDmUOyqjYz0GK2T0M2ir5L/wDPzN+Y/wAKTyWz/wAfU35j/CpCoppSrRJHPE32eUfaZuUbqR6fSuKiI85duSMDNdywyhX1BFcLqEP2aztrhXwJgRt7gg81UXYDTQKP4gM+9Nure3uU/efe7EVz8d0y8E/nVuO89eaq9wIrizaA8HcvrVQgrWv9pSRcMPlNVpYFbLIePrSaApo+Mg1HMm3BH3Sc5qZoTnt+dOhVRIqzD93uG786QF26tfsuj6fnIaXMjD+VUhXReKFQQWZT7oJCj2xXOjNCAXtRig8r70uMUAFNbrTqRunIoAb3p3akFL2oAUdKWm8+lKM0AOPSkFLRg+lACN92o6lPSowMmgBRzTSKeB1ptADcUtFFABSZpT0ooAWigdKXFABQOtApR1oAeKY9PXrTJOKfQBtOFNpwpAK4PkSfSs9WOK0WP7px7VnIMmgCeLrkmpXuGxgGo+i4phNAAxJHWoyM0/nGaWNJJW2xqWPoKAINtb+kaQ/m2l1IxRZJdihT82QM5qK20tbcCa7Iz1CZ/nWlpt152p28ak7FkL4/CiwG8tmy9Lu4692H+FcHrHGqXA3FjvPJ616Jn5vxrzrVjnU7k/8ATQ/zpR3AojqB713ctkTJpim5uDubu3TC9q4QZyK6yNrpzG/nudg+XI+7xV2uBt/YD1+2Xf8A33/9amGxYn/j6uv+/lUhJeHH75sVJvugM+afxFLlAsCxKsGN1ckKc8vXWTwiaykkxuJiLYB5GTHiuMMtzwC/H0q5a6lc2XneU4PnIEcMM8A54/ECmo3JvY7m1lubS6jRJDhtXaDa4zgYHArjLS4e5+Me+T7yo6flERXTaf4lsplsJL+PE6akbydlHG0gDj34rktKdJPi8ZIjmJ/MZD6gxsRXPiIJUZvyZ04WTdWCfcqeEuLzXSOnnJ/6E9emaH4Rkugt1qGYoDyI+7VxHwzfTl1/WZtQmVIEkV1JBIZtz4r1hvFGjtz/AGhEB2HIrlxNaUG4xNaNJSSb/rU1bOC1sY/KtIEjUdwOfzrK0uUJ4l16InlnhkHqcp1pE8S6PnA1GD8zXIN4gsl+Jb3Ed3H9mktkVzuwMjiuKKqTTudEuWOx6U7jywcnNeceLEVfEMu6coskJIAPtXYHxDo5T/kJ2uOP465DxTqFjc6hazW9xbTZBDEP0qsLGSmRXtbQxJrNX0trv55InXAPcnGKTwmi3eji1WHaWgIVj3INRLO7QpGLq3RBkbQw4qHwleQ2v2WSW74RnBGeBzXq3tG5xdbEx3KSrDBBwRjvTcnPTNdneWHh/VF89NVtrW4b73zjafeqMHh7SvMzc+I7Mp6I2CaiOIi1qN0pX0OaUb3VQpJPQDqa5PXNMvU8MafetbutuJZIxIRwTk17tpreGNJ2/Zri0aTI/eSSgmuG8QanZXHw4u4PPhkeDUXZIgwzgueQKUcQpOyQ3RaV2zxfB3HNOGVPBrTkgtLjJQGJu2ORVSWymizxvH95eldRiRrM4PqKlEwYbdxFViGHUYoBzQBI/mJzklfWmeaSCDzTklZVwRkelDoCu+MY9VPakB0WsTC40bTJc/eH8hWN3q3JIH8PWIz9yV1x+FVR3poAoHNFIOtADscZpH6U/wDgqN+RQAi0+mrTqACiiigAAwaeBkUzNOU0ABpmMHNPoxTAaTmmkU/FMPFIBtFHY0UAL1FNpaSgBwp2aaOlLQAtA60UDrQA9etNl5pw602SgBi0ueaQcUUAPY5jb6VShXJOKvLyrD2rPDlOFPTrQBOI3foKkSydxlmVR7mokuCByTTvtAP8LH3oAuJaWiDMrmQ+g6VOdQSBdltEsY9QOazPOIGNpx7mmvJx70APnuXdiXckmtHw2d+txAngAmscDJzWz4bUDVkdsAYI5PtQB2wxkdOtea6oc6jcf77fzr0hSuR8yf8AfQrzbUeb+c+rn+dJbgVVHzD0zXYrGgRcdcetchHzKg9xXcNLAj7QF446VohEDMikA+meGpQ8QHPX3aoHljZidyChfKYkllpiJzLDxwM567qmJw4Hr/hVQRxHkBasg5dfrTW4F+MnywMkfL1FQeHMf8LPt8f88m/9FGpVOUB/2ah8Nn/i51t/1yb/ANFGscX/AAZejN8J/Gh6nQfCIf8AFR+IhgdB2/6aNXrLRqQfkQ/8BFeUfCDDeJPERHTA/wDRjV7BtyvSvExrft38jvofwl8/zKghT/njGf8AgArzrXo0s/H1rIY4xmBSw2jH3/SvTgnPPSud1LTLWbxtpzzxBzJayjn1BBFZ0ZuLZU4po3Bb27If9HhIx/zzH+Fch4wsrc2kEv2ZCVcfcQCuykdYYyW6AcVyXiabztAnlLbPLORV4bmc7mda3LY4tbRFdlWziAEpGX96oaNiGPDSW6BLlwVKAkjdVO+1yC2knGXlPyP1/OsaLXUgebMDbWm8wEc4Br1kro4Xoz3fTlsZoQBb2+73iXmrptLT/n0t8/8AXJf8K5bw/qNrq9gk9pMruqjemfmU1tHUo7OB5byTZEg5c9q8mtRmpXiejSmtE0aC21pgf6Hb9f8Ankv+Fec+LbeJPBWsiGCNTDqx3FUAO361vyfETw9AxT7Q7YPVVyKzWntfEXhbxaLWQOjzNMnrwoP9K0w0ZwfvDrRVjxoShamS7Zeh49KqlcjNJXsI8kuNJFMPmXB9qYLWJjncRVfmlDHGM8UwJitohILbj9aQtEylUAAPpUG1P7opYbSSa5jijGWc8UAaDR7PD9uxHW4bn8KrL3rd1uBLXRrWFedkmCfU4rBXvQgFPWhaKUdaAF7VG3NSHpTDQALTx0pg6U8dKACiiigAA4pw4pBS0ALR2pKUUwGmmH3p5PNNPSgBlIKWikAopBRRQAq9KWkXpTqACik70ooAVfvU5x8lNXg05iSlAEVFKOlIaEA5futjuK2/EUNlDpVnst1W6kUEOvGABzmsND1rQ8ST+bdWsI4EVuo/MUAYYKqf71P+ZunH0pQoHAp1ADNvHJyaNuadmlHPQUACLk4xW7o9rDJfQo8asCrk5rIjBHOMEVvaGAbm3fuVlP8AKgDcXT7RTxbx/lXnd7gXcgAwAxx+delk56eleZXfN1IfVj/OhAMjOJFOM4INdY8yyKsy4CMM81ysETTTJGg+ZmwPc1sWTExT2Ug+dDkA/rVoRdXynOd6nFSq8C85Ums4IFXgfhTcgHpTCxrGeIjO5B7CpR/rFI7GsMshPK1socyLg+lEdwLqNlBg9qb4Z/5Kbbf9cm/9FGlQgR9Kb4YOfiZbf9cm/wDRRrLGfwZejNsJ/Gh6nQfBc79f14+san/x817UAMV4d8HHvF1XWTZQRTSmNMrLJsGNzd8fSvXBc6+OP7ItPwu//rV4+Lhes/kdtB/ukv63NLGGwaxdVBHiTQH9Wnj/ADXNStea6H50WFvpeD/CsbWr7WP7R0OVtFRWS6baBdKdxKHj26VhCDuaSkkjWvZPNkESnAHWvKfiD4nxdtols37sL++OerV3rajqqLLK+iH5QWJ+0KcceleE3ktndarNdzXU3mSSFmUx5IJPTrXo4eikclWoweRPKUswHmQY/EVRaUHzR6gHirzw2MsES/aZgFJVT5f/ANeqix2XmuDdS7NuFPl5z+tdkYo5pMfpGs3WkahHd2rsjKeRnhh3Br3uzuLXxDoUN4qhorqMiRD2PcV4CkOnjIN7KP8Atj/9evVPh5d3CeHJ7ezspr6FJshwyptJ7YJrGtDS6NqUnscDrmlvpWsXFpnhW+X6GtXwFNN/wkRsQx2XcTxMM8cjArQ8beXJrSyXkE1lK0Y+QgPn34NUvBKovjO3kt0luWQ7kjUBS35nik21G7O92cEc9c6YYJZbduJopGQ89wazJYmRiCOa6nxCsieJ9TEsTRP9oYlGIJXPODis2RFkXBUGumHvRTPKkrOxi80ZrQlsHGSnOBVRoWU4Ix9adiSIe9X9Kufs9/CwPBO0/Q1SZSPapLMgXKE84cH9aAOm8SKP7MjbPSYY/KuaWul8SyKdNjVVbmYcsMdq5lTQA6nDimjmnquOaAGmmmntTDQADrTx0pgqRRxQAlApc0goAUU4Cm0oOKaAWkPSlpDQA09aac04n2pOtIBtJSmkoAXtSUvakoAVelLSLSjrmgBaSlpe1AAvU0p+4aaOKU8pQAztRQCKM0AKOhx1qxri41iVT/CiD/x0VBCQZVB6Fhn86ua86ya7dFSCAQo/AUAZlJUqxljgDNTx2jH73FAFUIT24qRYnI+RSavJZgEFjmrcbLEQFGBTsBjDcrbWBB9K6PQ02yWnHJhkb/x6s27EMqknAcdCB1rVtriO3vLZCkx2Wm1gIjkHNIDaPBP0NeZ3PM7/AFNegtqEBQn96OD1jNefTcysR3NJAS2Klr6BQxUmQAEdRzW1rkwh15ZgFWRgPNCjgnufxrG08ql/bsxIAkBOBnvW9fx2mpalIzyTJtiGzbEeT71VwIZosMWXlTyKrNznJrU0OKK8tGt5v9bE23BBBxWodFsxgOjZx1BrZRbJuckxJBxxWjp98k0iq/yyJ+tbB0ezY48ticYHNVbrQLdxmISRSjjcppcjQXLIIIwD060eFf8AkpVv/wBcn/8ARRrHkTVNLI3p58XUMvP51oeCrg3PxAtZSpXKSDB/65mufGO9GS8mdGE/jQ9To/gpP5OvampxiRUT9WP9K9y7n5RXz78MJTba/dsD0uIl/V6+gScMR2ry8avfZ2Yf4F/XUaQC3QVieJFCppMvGE1GL8M5FbbVi+Kzt0WKX/nleQP/AOPgf1rkpu0jWauh3lq0kkLcB8ofxzXzX4g0ybR/EN1ZzKVaOUke4J4NfTV/H5dyzqCFJJz+Ncj408EweLIFu7UrFqcQxz0lA9a9GlV5XfuctSHMrHhzq6QOp4Cyg/nVMrtlYehrrLzw1f2Buor60mRtoOdpIJHoaojRZrm/eG3tpHdkVlULz9a6I1YmLps58IWk2gck4HvX0D4F0d9G8IW8UyFZ7hvNcEcjPSsDwh8Mhb3C6nrQwE+aO2757E11virXoNE02WdmXeV2woOue1Z1J87Sia0qbT1PMfiBdx3fiSQKeIVCfjVTwPeLZ+MbKRzhGIU/jWRNM11NJNK2XkbcTUCSG3u1liYhkwwPuKqUfdseq4WgjqviBCIPHd9jpKqSce4rAVAOp5q74q1ldZ1Oz1FRhmtUSQZ6MOKrRESINrAH3roo6QR4dZWqMeq/LzTWijl+UqPr6UpYjKnj3pB8ueua1ZkZN3EEDDHINVIxhwfQ1tT24nXPRjVA6dIhJ+Y1NgNfxESdOtfeTP6Vzwre8QY/s+056H+lYQGKQDl707NM608Agc0IBGppp1NoAQVIvSmjpTh0oAMUg4paTFACilxTelO4oAWkJ5pQeKaaaAMU00vWmnrSATFJTqTFACUUYNFADhS4pBS5oAKUUlGf5UAFPUDaeajpydcUAR4xmilcYbrSUAKh2lWHUEH9atX7GTV7lzzl/wCgqizbRmrhYyM0uOZDk0AWI2QD5QM0AkvUKA7uoNWggVck807ANMmBgiot5BPzfLUrIzDI5FVmUqeQRTAkjtjNdQhXDbmAx+NdS3/Iebn7tsMf99VhaRHv1CEgcKSxrbHza1KfS3X+dQwLErsIpOTyp/lXm03+tbPrXpMy/wCjykn+Bv5V5rJ/rDREC3pPOq2o/wCmgrtIS39sXhyc+Wgz+dcZowzrNqP+mgrs7fnU78+mwfpTYFC7zpuuw3u39zcZjfHrXSmG+dQwspWG0DAjNZOqWn22wlQcMo3KR2Irkft+tLwLi9AHbc1awqcqE1c79ra7UECzlBz/AM82pptbxlK/ZZ1J7hDXBG91k/8ALe9/76amfadVcn99dtg4PzN1q/bE2O5mt9QDJttZmCjkeXVfw8rr8T7cSRNE3lNlWXaR+6PauN36ox+9dfm1dD4C84+O7Pzy/mbJM7uv+rNcuMnzUZ+jOnCK1aHqavw8X/iob5QM/wClxD/x56+g2DbiCP0rwP4baauo+JdTtmkmRFnVi0bbW4Z+9eyHw9CGIXUtUA9BcmvMxiTmzpoNqK/rqa5B29D+VY/ixc+Fb1sY2eW/T0cGlPh1T01XVh/28f8A1qy/EWgY8M6iw1bU2KwFtrzAg4554rlgo33NZSdjq2jWeM5HBAIOPasyS0kjbcgyoNQW2htJZQMNZ1UbokYATDA+Ue1PXw/Jj/kN6r/39X/CrUlF2uKzauK08wi2um8Dsy7q5+5naPxjYPHEsZaylX5Ux0at2Tw9Iyt/xO9UB/66L/hXO6hockPijSANXvyZI5l3sVLDABwOK1hOLZDUjdkW8NpPNHEXkVCyqf4sV4Prur32s6k73hJlB2rEOi171Ho90OBr2pAdf4P/AImvFvFW/SPFN1AhSby3DeY8Y3HPfitqM+Z2N6V4mHNp93axK88exW6A9ahNpcPIgWJzvUleOoFat1r4lmDonmcYzIg61HBqWq3moW32aJZJUVlRI4+3et49WzWVSTRn3lobMpHLySM49M1FG4Rflz1re1TRNfktjcXOlSrtOS6RnNYHkTKcMkq+u5CMVtTmmtzysRF897Ftbg4ztJp4uTjBWq0VtO4wkcz/AO6hNTJZXbReYtpcGMdXEZI/PFac6ZjZjxcKTwCKHucpgBvxpqWs7crG/wCVPbTp5OsbjJ9KrQRLrgD6VC2OQw/lWCMV0WtgjS1QhPlZRkLg1zaZyOlSBKsZznFK9SoyhcEn8qicA87qaAZRilxxnNJzSAMUooUZ70oTkc0AFHFLt9DQFJOOKdgFByMUYFKFweWUfjSkL/eH5UgECjFG3NPAT+//AOO01sEcNTAZjHFMbrT+B3yaaRx3pAMz7UE8VIqrt5X9aQqOwP50AMzxSZqTAx0/WkwO/wDOgBo5pefSngKO1NwckUAA5FLQPpTsUARZ5xTlODSlaTbQA91DpnvUPPTFTIQByaa+M8DigCu3JVe5NakSOYgAy/QiqVvg3cQwCCwHI9a6v+x5YwQjRn8SKaAx44imGIX8alJbHAjJq5Jpd5z+7Rh6B6qmyuBI0XlHeBuIHOBTAhdnADGNR/umoml3KQy8U+W1uoyQ0MmPZarmKToUkx6YNIDX8PqPPuJADgLtGe1aKf8AIZuu+IUH61T0aOeGydkiRi7HmRyMfhilikvf7Tu2WKDdtQEGQ0mBp3JxbTf9cz/KvNn5c13ty959jm3QQ/cOSJD/AIVwLfeNCAv6GM61bf71dfZn/T9ROON6D9K5DRd41a3MSqzgkgMcA/jXSWkl59ovGSCJiZQGBfGDj6UMDYzmmnPrVMy3/wDz7Qj/ALan/Cjzb/8A59of+/h/wpAXOfU1n6cTi7Yn71w1PD6huH+jwY/66f8A1qpaebzyZSkMRUzMSWkPXNO4GqWNV/DX/JTbf/rk3/oo1EWv+f3Nv/38P+FO8KmQ/Ei3Mqqr+W+QpyP9WawxP8KXozfC/wAeHqdL8GQG8Ta+552qGH/fbV7IDl68P+E2rabpmva5JfajaWqSIojeedUD/OTwSea9WHi/w2Gz/wAJBpIz/wBPsf8A8VXn4xSdR2XY66DXIte/5m8Bx1qlq8XnaDqMfXdbSD/x01SHjDw1j/kYdJ/8DY//AIqorjxZ4aksrhP+Ei0kbonXi8jJPyn3rnjTle9i5OKW5q6LIZdB0+TPLWyE/wDfIq6ozXKeH/Fnh2Hw7p0U2v6WkqwKrq15GCDjuM1pr4x8Mc/8VFpP/gbH/wDFUShJPYakrbmy3KtgVzGtLt1/QH7GeRPzT/61XD4x8MgNjxFpPT/n9j/+Krn9e8VeHjd6NLFrWnS+Ve7m8u6jbC7DknngU4U5X2JlJdzsY0ZSMqemK4jxF8Motc1OXUI794ZZfvAjIrpv+Ev8MkE/8JFpH/gbH/8AFUi+L/DPH/FRaR/4Gx//ABVEOeLdkWppa3ONsvhDYxMDe30koB5VRtBre/sPTtG1zQBY26RrvmjJA5OUzzWq3i7wxtbHiPSP/A2P/wCKrA1bxToTa1oLxa5pskcd27Sst5HhF8sjJ545q1KpJ2YpVPM7EHgd/WoZIIWyWhjbPqgP9KzT4t8Mgc+IdJ/C9j/+KpD4u8NY/wCRh0k/9vsf+NZWqLoPmg+ppwxxqAqxoo6fKoH9KyPC6pL4ZWGVQyGSZGGOo3mhPFvhtXB/4SDSsZz/AMfkf+NZXhfxT4fg0h45db06NvtUxAkukUlS2VOCferg52vYiSg9LnG+IdJk0XVZLfH7pjuiY9xWQxr0DxjqvhzVdKLwa7pT3MB3IBeRksO4615qdSscZ+2W/wD39X/GvWw83KKbPPqRUZWRFq8Tzac6xrkgg/hXOixuSqsIJCp5BAro5dQsTDKou7ckoR/rB6fWpNP+bToCCfuDvW5mc4LS7A4gk/75pfsV2SM28v5V1NOXrQByb2N0i7mhYL6mmtZXQODby5/3a6PU+LJu/wAy8fjV0Z9TQByKWd1n/j2l/wC+aVrO6xzBKP8AgNderH1NO3c8mgDjPIm4UxPk8gbeTSGGRD/q2/I11Ln/AInFvzx5L1fp3A4hYJ2/5Yv+CmpVtLph8tvKf+AGuyHWpVY5HXGaVwOBYMrFWYAg4weKYWXpuXP1qnqJ/wCJhcH/AKat/OquaANmJTIGCIXK/e2jOKDHKwyLeUj/AHDWr4MYiS8x/dX+ddY5yrDJHB/lQB5ztl2hxBLtPfbTQZD0gk/I132jjOk22eeD/OrwUD+ED8KAPNvLnP8Ay7yfgDSeVMPvW8oHclTXpoP+cVT1Qn+yrv8A65GgDz7DjgxS59kNOWORjxFJn/cNeiWwzaQEjny1/kKkIJ6dPagDzkRy5IMT5/3TQySIMtG6r6lSK9F/AflVDUzlbQHkG5Tj86AOEEirwRk+woMgPRG/KvR/KhJ/1Mf/AHwKNkXaOPP+6KAPOAsj9IpPwU0qQTyMEWCUs3AG0816SAB0VR9BVC7b/ia6eQTnLnj6UAczp+hX4voJJYNkQYMSxrssdeO9OHr/ADo6+1ADMDtVCMD+27r1ECDP41odKoQf8hq8P/TKMfzoAtY7UDjpTu9GKQDOef8ACs+3GdUv84x8gH5Vot0NZ9mM6jqJ/wCmiD/x2gB98NthP/1zP8q86YfMa9F1D/kG3R/6ZmvOWPzmmhGn4dGdcg/H+VdXYfM942P+Xhv5CuX8NDOuQ/7rfyrqdNHyXJ9bh/6UDLnbpTT9Kk7U38qAGZ5FUtM/48s+sjn/AMeNaH4VQ0oZ02M+rMf/AB40gLHfpUHhr/kptt/1yb/0UatMtVfDYx8Trcf9Mm/9FGssT/Bl6M6MJ/Gh6o8/ooorY5wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACu90hGbSbXBU/uh/GPWuCrttKwdJthj+DH60Aahhkx0X/vsULFIP4Qf+BCq+0DoBSbR6Ci4C6pFL/Z0uYyORjketWxFMR/qz+dZeoqP7Pm+UdPSrUaqUB2j7oPT2piLawTH/lk1OME3/PJj+FVMKOiijj0pDGzRSrrFovltuMb8baviObH+pk/75NZE2DqlocfwuP0q6AvoKALgilzzFJ/3yamWOQEfupOv92qA8sdamXG4Y9RQB51qX/IQuOCD5rdfrVOrepcahcf9dW/nVSgDrvBwYy3mFJ+Reg9661kkCNmN+h6r7Vx/hIDzbkEfwL/Ouo2qQ3Bzg96AG6KrnSbchWPB6L71oBJP7j/981kaMqf2VANvY9/er2yPP3f1piLeyT/nm3/fNVNTR/7JuyUYfum/hpwRP7n61W1JE/sq7AU/6o8ZoAvWsbm0hOxiPLXovsKlwVHKN+VUraMfZYeD/q14z7CrD2vlMBIhUkZGSaLAP2SEcK35VnapGy/YQVIP2pe1XhGgHQ/99Gs/U4032P3v+Ppf4j6GiwXNBkb+435VGUk/ut+VSFV7F8/75pCp6b5P++zRYBiq/dTWfdlhqtjkHOJMflWnt/25P++zVC6GdYsPnfhZP4z6U9ALQ3Nk0uG96cAwP+tl/wC/hpctnPmS/wDfw0aAMCnqQfyqnbgnWL//AHIx0+tXid3PmS/99mqFsudV1D53x8nO8+lLQC6R3oxnnNIUGPvyf99mmGJGGGeX/vs0APKk9AazrFc32pHr++H/AKCKsNZW78t5x9f3rVn2On27z3uRJ8s+0ESEdqVgLepqRpd1xz5ZrzduK7/UrCCLTLh183cq95CRXAnkn600M2PC651qMjHCtXUaWpNtKezTvz+Nct4bhWfVRG5YKEY/KxFb+m6fDJabmabPmPjEhHekxGwU74pMH0/Sqv8AZcGP9Zcf9/TR/ZkH/PS4/wC/poGTvkIxPQAmqekqw0m34/hJ/U0s2nQJDI4ec7VJ5lPpVex06B9Pt2LzbmQHiQjrQBonJ7GqnhsY+J1uP+mTf+ijQ2lwjo9wf+2ppnhaJYPiTbRpuwI2+8cn/VmscT/Bl6M3wv8AGh6nA0UUVsYBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFdbp2taRbadDFLHqJkVRuKLHjOOcZ7VyVe++Hv+Ra0r/rzh/8AQBWNar7NJ2NqNL2jaueb/wDCQ6L/AM89T/75jo/4SHRf+eep/wDfMdetUVz/AF3+7+J0fU13PIZ9d0Wa3eIpqY3DGdsdPTxDoqoF8vUzgY+7HXrdLVfW79PxD6mu55J/wkWi/wDPPU/++Y6P+Eh0T/nnqf8A3zHXrVFL630t+IfU13PIH1vRGuYptmpjy88bY+c1OPEeif8APLU/++Y69ZoqvrXkH1Ndzyb/AISTQ+8Opk/SOnp4o0VT/qtT6+kderUUfWvL8Q+prueGXD6HPPJJu1Mb2LY8uM9fxqLZof8Az11L/vzH/wDFV7vRWf13+7+IfU13PGtK1PRdNeRv+Jm+8AfcjHT8a0/+Er0XB/cannGOkdepUUfXf7v4h9TXc8qs/E2i2lskPk6mwXPOIh1Oam/4S/Rf+ffU/wDyHXp9FH13+7+IfU13PMP+Ev0X/n31P/yHUdx4q0a4tZYfJ1NfMXbnEfFep0UfXf7v4h9TXc8vi8XaNGiL5OpnaoHSPtUz+NtHdtzQaofr5delUUfXf7v4h9TXc80/4TPRf+fbU/8AyHUFz4p0S4aA+Rqa+VKJOkZzgdK9Too+u/3fxK+pLueZf8Jlop/5dtS/KOj/AITLRf8An21P/wAh16bSUfXf7v4i+pJdTzL/AITLRcf8e+p/+Q6rv4n0V72G48nUv3SsNu2LnNeq0Cmsbf7P4i+prueZf8Jlov8Az7al/wCQ6P8AhMdF/wCffU/yjr06kp/W/L8Q+prueYjxhon/AD7al+UdQQ+J9FiubiYw6kfOIOMR8Yr1Wip+u/3fxD6mu55gfF2in/l31P8A8h03/hLdF/546n+Udeo0UfXf7v4h9TXc8wHi7RBx9n1L8o6gtvEuiW7Tkw6m3myGTpHxmvVqKPrv938Q+prueVXnibRbq0kg8nU13jGcRnFc9t0M/wAepf8AfqP/ABr3eg0fXf7v4lPBK254tpV/oemXfnj+03+UrjZGOv41oWniPRLW2WHytTbBJJ2x85Oa9Ypar63fp+JP1Ndzyz/hK9F/54al+UdH/CV6L/zw1P8AKOvUjRR9b6W/EPqa7nlUvijRZIXj8nUxuUrnEfGaZb+JNEgt44vJ1M7FC5xHzivWaKr615B9TXc8q/4SfRGOPJ1P8o6f4TuYL34jW09sswiZHA80DdkRkHpxXqJqSP7y/wDAv5VlXxP7qWnQ2w+FSqxd+p//2Q==",
"path": "003335.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003336
|
Men Tshirts
|
{
"bytes": "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",
"path": "003336.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003337
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAGeAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigDO1Wyhv7CaGaCOYFGAVxnnH6V45a3OCvPzYwa9yYAg14BdK9hrFzCV2+XM6MD7N/hWFfY6sM9bHWWkvmDk0+74tXY8AA9azrCcZU9VxWjdTRfY3WR1G5e9cp3oZoEaebvRwQDjJ+lGqPGlycuMsTXAQapfaNe3Mcchlt3fIPdanEl1qV9BdNO6Z+XHbFMo9FtT+4U+oBp08myMsKgjnh8ldjg7Riqd/ebIGOKRD3KWo3IKk7vwrvfAcYHhW3kx/rXd+e/zf/Wryxpnnd2yFUYwT3r1/whF5XhLTEAx+4B/Pmt6C1ZyYp6I3MUtFFdRxBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAEFxbx3ERSRdyntXB2BFrNNp5b/j3kaNM9wrHH6Yr0KvMvEyyad4mnPUXI86LHHYK36r+orKrG6OjDztKxu79sZYkAAZzWQ3ifTIPl+0h5GYqoXk59MVFBqEep6bcQuxjbGAV7jFcyfD2o6cRfaW9lIGb79whJX3FcyWp6C1H3+r+Ibj99Z2zrBuYhQn3lyQM+/SsTULTxJqESXLRNBzjaG2Z/CulUX8aj+0ppTnn/R0BXPtUNxNuUbLa6nl/6av5agZxz396stU76nOW+t6ro0Tx3thJKq9ZFGcV1eha/DqtmWTII6g1zkOiXmo3BivL6fyVyX8tioI7LWpPZJ4e0+Z7UH5h0J5xjtUyQnHlZavL8lmSJuDlS9eqaDEINBsIwuMQJwBjqK8N0VJdRuobBMl7qVVXPYZ5P5ZNfQaIscaoowoGAK2oxsefiZ3diSiiitzlCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAbXj/xKsI9O8QQXkf/AC+r8wA/iXAJ/EYrq/HvjF/DGniO0VXv5gfL3DKxj+8f5Ad68VTxdq/ixZZNXuVleBwIisYQKD9KwqST0OuhRnpPodXp8++zJXGV6D2qO81q1toP9LWVT67Mg1naZdK77ANp6EVtS2cnkHAyuO1c2x3RXc5o+J9GZfKaHdE3VtxB/lVu38SaOiIiW8gjTjOSx/lT0uYrPckyAKTwCuatQX0N7iOGLIB7Diq0sdFoWLcGsW1zDi0jmb3KbQPxpb+RksMu2WPatCKAiMMwYD3rn9buAZhGn6dqhnO1dlA3Gf3CMSc5LHtXtPhDWdP1HRre1tbhHntYljmi7owA/wA5rxaGERpnr70vhjWZNF8Vi/QnYJtko/vIeG/Lr+FONXkY5YR14vl3Wp9H0Go4pA6Bgc5GakrvWp4rVtBaKKKYBRRRQAUUUUAFFFFABRRRQAUUUUAJXG/ELT3n0Jb+3iMlxYv5gA6sh4YD9D+Fdl2qlqWPsT/hUy2Kh8SPHvC2pRziV2cEk59sHt9a7mJFeBSqqFK9AK4DxT4fufD94+saTEWtJG3T26fwnH3l9vatbw74ytLvTl3MBKDhkJ6D1rmPSTsM13XpNDz/AKLM6HpgZrnIPGsupzLAlhOqk7SRx/Su7k1rT7nbHIscm7s2MVn32oabbh5dkcXdWCgDtxRZmqqSHWyeTaqQm0dSOnNc94m1FH08hHUPyuCOeamn8R2xtizTg885Nc9Z2s3ivUwcSLYI25pf73sKm3VkSnc7T4QaS9zPda5cDKp+5twfU/eb+n516/iud8KQxW2nmCGMRxJgKAOnFdDmuqHwo82r8THUUUVZmFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACU0nAzQM45rn/Enie38P6e8rlWnb5Yo8/eb/ColJRV2VCEpy5Yq55H8Qb3+0PF95n5khxCue20c/qTXDaXbCxnmj3cyNurob+V729uLmUgySuzsR6msS8RopopVHRwDXkQrXqPzPsKmE5cLHTVI0gJIm3x/eHrXZaNrEV1CqMRvxyO9cxAFuYlb2pJLaWCQTQuVYfrXSeTY7ma3sbsYmjU++KltoLO0XMKpj2WuQt9RvHThRkehq19pvj0jGP97imI2tX1eK3gO7jjjFcjBG9zK08v3n5+gqd7KaaUS3Ehds8DstWRGI1AFAynfTC2tTx82OBWPaL+73EcscmtHVAZFHXrVZE2jiuHE1LWR7eW0bpyZ6f4K8awxQjTtWmEYXiCZ+AV/un3HrXpCSK6hlYMrDII5zXzazYT2rY0Pxrq/h9kjjcT2a8fZ5Dwo/2W/h/lXRhsdZcszz8dkspSc6P3HvwoOe1cdo/xE0fVNiSyG0lb+Gfgfg3SusjlWRQyMGB6EHIr041Iy2Z85VoVKT5ZqxPRRRVmYUUUUAFFFFABRRRQAUUUh6UAcD8Q/HTeFrZLWwCPqEybwX5WNOm73PoPauG+G/jPXfE/iS+h1LUpLiBLYv5RAC53ADoK534hX0t14r1V5nyYp2jX2VeB/Ktf4LaSIkv9Xd+Z/wBzGv8AsBskn3zxWUpbnfGiopM9baMOpVgCp6g1514h+HcUlw9zpkr20jMWwPuk+lemIvFNkjB7ViW2fP8AeaJ4qsHUPbu6D7rRuGH41VntfEuoDyWs7ggDptwK9+mt0ZSCM1mXFtGnRRmjmsNRueTaN4GvLl0bVZCiZ/1KNz+Jr0ywsINPtUt7aMJGo6CrCQ/MMVZCACpbuUopI4D4n6zf6LZ6LPp17cWsguJAxhkK5+UYzjrXcfCzxrL4r0mW31Bw2oWoG5wMeah6N9ex/CvPfi9EJNBtW4zHccfipzVD4Pavb6P4mUXMojhuIWh3McKGOCM/lXRTfuo5qlO92fS1JSBgygg5B706tTjCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooASiioZZkhQySuEVepJxQ3YEuhJnNQXV5BZQPNcTJFGgyzucAVw2vfEi3tS1vpUYuZRwZmOI1/q38vevN9Y17Utbfde3TyKD8sYOEH0FcdbGQp7anrYPKK9ezlojtPEnxNkdnttEXA6G5cdf91f8fyrzme5uLq5ee6mklmc5aSRiSaNtRuDv59K8qriJ1d9j6zDZbRw0bRWvcmB3nmo54BKrIelMj3Zq0nzcHiudOzudrgpR5WFkrRxg1sQqk8ZDVQhGw7TjB71biGOhr0qVSMo3PlsTh5UqjVtCSC1EMh9M1YPFRA+9KorZHMSY3UhjNTQpu9qLyWKyt3nmbCr29TUylYIRc5WSMPUuJ1T0ANVwOKq3Gu2bStI7uS3olQJr1izY3SLnuV4rzqkZzd7H1WGjGjTUWy7IcYFQvksPYVKzrIgdSCvYjpUWMk1jZrQ6oWeqBeK1dM8QarpDA2N7LEo/5Z5yh/4CeKy8cUorSFSUdmZVsNSqq01c9J0j4qSqVTVLUMO8kB/Ug/416BpWvafrUHmWdykmB8y9GX6jqK+d+hzU9reXFpOlxbSvFKv3XU4NdtLHzWktTw8ZkFOS5qLsz6VzRnivMfDnxKMkkdrrICk8C5UYX/gQ7fUV6RFNHOgeN1ZD0ZTkV6lOtCorxPl8RhauHly1FYsUUUVqc4lFV57uC1iMk8yRoOrOwUVwmvfFfRdMV4rAtf3C9DH8sf4v3/DNGxUacpbI9AZgoJJA+tcX4o+IGn6RE1vZTxXN83yhVbKx+7H+lePeIPH2u+IQyz3Zgt2P+ogyifj3P41iwuV2VLkd1HB9ZBrckl7dXMkj75JGLMx7sTk/zrvfg9KTossJ48mTGPr1rz+c75WNdV8MNQW11q8sGOBP+9FZS1OurC1j21Pu0MPWq8c/HNTFgRUs5LakUq/LWbPES5rSkPFU5OWNRI0iVo4/mFPlG0c1NGmGzWXr2r2+lWMk0pztBwPU0kh6tnmPxV1BJ7mz0yM7ip82THbsK4yyVVViei07ULubUb6e/uDl5Tn8PSqnmEdK2joioq2rPWfCHxb/ALLji0zVIpLi2QBUnjO51+o/iFevaN4l0jXofM06/hn9UBw6/VTyK+RFJL+v1qzZX1zZTJLbyvFIvKujbSPxFaKRhUw0Zao+yc5pa8B8OfGDV7ALFqaLqMGeSTslH0PRvoea9W0Dx5oHiHCWl8sdwf8Al3n+ST8j1/CqTOOdGUdzqaSmg0+mZhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAM60nQ8048fSuX8T+K7XQrR1SRJLthiOPPQ+p9BUTnGCvIulSnVkoRVy3r/iew0GEtcSBpiPkhX7zf4fWvJte8WajrzsJpPKtv4YIz8uP9r+8f0rGu7qe+upLq5kaSZzlmbqagxXjYjGSqaR0R9jl+T06SUqmsgJzTSKeBS4rh3PfSS0RFj2qKTAlGe4q1imTIGT3U5oHdlVWZXA4xVxV796iKDg9u/tVS71qGDMdupmk9ugqlTctETKSjqzWM8UKF5XVFHUmqsesCWcLaIGAOC7ttH4Vz9xBqF/+8kOR1C9hTraKaCBnwVdPT09a3hTUFdM53FVXaS0O4jdZSNmegzVlYzjpXK6bfTo5kRt6jgB+Mj1r0TTFtb2xWZAc9GH90+9dVGbej3PDx+DdF80djEinEMzM5wi9a5XVdRnvppO65Kr7V0XiVkgbZEfvcGudhUMpk/vVjWqe8d+WYaKh7SW7Oanhk6YNVjbSH+E11xt0c8igWcX939KlYix3zwylqZWjXTqjW7duVzWyoxxVf7AiXAkTjHarWKxqSUpXRrShyRsLjIox7U4fSngZrNmhFtpNuKmx7UhWkmKxGODXQ+G/GF94cuAoJntGPzwsf1X0+lYBWmEVrTqum7xObE4WlXg4zR9C6Rr9hrVn9ospwygfMrcMh9CO1cv4k+KOlaR5kFh/p90vy/If3at7t3/CvJre4lthKsbuqSqY5URiodfQ1j39kbRldMtbyZ8tz/6CfcV7GHxaqKz3PkcRlKoTu3dFzXPEup69cma+uWkGfljB+RfYLWKzE9zTqYwro5rgoKK0I+4q7nFUwPmH1q13qTSOg7rT9OuP7O1uzvclQj4cj+6ao32oRWKDflnbog61gnWbia6R5OIQ3+rX0osY1K0VofVmnXKXdoki8ggHI9KuEMa8e8GePP7M8q0vvms2x5c4/gB/vD0r1+G5jmt1lR1dGGVZeh9KlmEoa3RGX25qMtlqViHPFOggLy+1S1cWyK17dC0ti5/WvKfF+sNJL5chy79FHYetegeOtXs9E0yMS/PdSZ8mEd/9o+wrw7Urme5865kkzOw3Z7CmkbU17rZUuMk4HSoQhPaqkOqS8CaHePVetX4r61f+IqfQirGppgItnPfFRIMrVkzQsvyyKfSoYxxVBpcUDB4qdW6bucdKjxTxQPlTOw8PfEPxBoBWKO6+2Wo/5Y3OXA+h6rXqeh/FvQ9UZIb8SadM3eXmM/8AAx0/HFfP9PDe1NSMJ4aEj66hnjuIllidHjYZVlOQRU2a+aPCvjbVPDEwW3lMtkWy9tIfk/4D/dNe/aB4hsfEempd2cmezxsfmjb0YVadzhq0ZU2bVFFFMxCiiigAooooAKKKKACiiigAooooASiiqWo30OnWUtzO22ONSzGpbsrsaTk7I5zxr4nGh2HkwMDezgiMf3R3Y/0rx+Wd53aSV2d2OWZjkn61LrGrT6vqVxe3BO6RvlGeFXsPwqvF8yKa8LF13UlZbH22VYCNCmpPdgBS7acBTq5D2rkYSgLzUhOFJpg5GaRVwxikIyMU4igDmmMz57Ga4+WScKg6Kvf606HToIFwqA/hV4jqfWkIqud9CbIYqBRwKa0KlicDnrUtA4pXZSM57TyXZ7dzE3p2Naeg63JYX4huhsSX5WOePY1A461AyJKAJB905zWkKjTuFSjGrBxlsTa/cm61RoY2yM4BH92momI1HpVa1XfI8x6sflq8FIqakrsVOmqcVFdBmyjaT0qTFLis2ymRbPekK1LigincCIDFPAoIpRxRcAHWnY4pBwRT+gqRMi60wrxmnA4bHuRULOdxH0/nVCFNHlrcxNbyHCORg/3W7N/n1pCetANXCbhK6OOvTVSLizCkieKR43Uh0baw/nUZFbGqwCSFLpRyD5cnvxlT/MfhWQRzXuUpqcU0fOVIOEuVkeOaaWuTnDxgH0U5qWjFaEWM59MSWQySyvI57mpF06FO3FXcUuPpTuR7OPYrCPyQdoyn8q7/AMBeMPsjJo97IDauf3Euf9W3936H9K4krmqckbwHzUGQv3l/rUvUTR9JocOMflTtX1q18P6TNfXJ+VOFUdXbsorgfAvjNdUijsbt83Ma/Kx/jUdPx9a5f4i+L11LUvJhk3WtqSkQHR3z8zf0FJGLj3MjXdbn1bUJdRv5cySHGOyjso+lcxd3j3HypwnpUUkst02ZG69qligGKvYG29FsV44unFXUgBHK1IkIFWAmKd7lQhYri2Uc7RUoTbUn4UUjTlEFOFNxinKaBodgUYxQOaQnBoGLuNdB4S8TXXhvWku4pD5TfJNGejr71zx6Um7A47U0zKolJWPrTStUttY02G9tW3RSruHqPY+9XwK8P+FHij7Jqf8AZVw/7i6/1ee0g6fn0+uK9wHStU7nk1YckrDqKKKDMKKKKACiiigAooooAKKKKAGnjmvLfiX4h3SLpML4VcNMR69h/n1r0jUbxLGwnupPuRIXP4V866rfyX19PcynLyOWNcGNq8seVdT18owyq1eeWyKZbIqxayHYQezFapg81YtDlZh1OQa8Zn2sNi4Gp4NVy3Q+tP3YAPtUGo5z8mKco4qMckGpQfloGGM0Yo69KWgYGkpaQmgYm32oxxRzS07gQyDANVLltkTkdcfTmr03ERPtVFgJX2MuQScg+3SnHctbDrFgyAbcFeDjmrmc1FFEI1CqAB6CpAOaTd2HQPwopRRUskWmnrTqaetAg4oxRRmgBGGDSvkDNAOahkbZ1Py9D7U0BC74LezZqOVsTbfUr/jSSPtd8/7NRuSZyf7vzf8Ajo/xrRIl7FgHcu71ozigcAD2pGOKkxmSBPPgnh67oyV/3hyP5VgH1rdtXCXMZ/2x/OsaZAk0if3WI/U16mCl7rR4ONjad+5EetJTyKaRXccYlLSUUAL2prEZIPQ0oNRTH5RjnmgmRFb+ZbXfmQOV7jY3OfTNZ2x7u6Z2yMHH0q1cMVCRjD7m5B9KdFE6Bi4wzHccdKZg1d2Ehtgvoan2Y7U9OBS4pXNIxGgYpwoxS0IuwgFIVp2aDTERmilJA4PH1pCMc0CHKcUk3yru96bu5olOYM+hoE9h6HLAVGnz5PqxP4dqYH225fvk1JENq4/ugCgm5dsbiS1uYpYmKujBlIPQjpX1LoGpJrOh2eoJ0niVj7HuPzzXykDxXvnwf1A3XhWS1ZstbTsPwbkf1q4HHio3Vz0aiiirOAKKKKACiiigAooooAKKKKAOM+JF6bTws0YbBnkVPwHzH+VeGO+Wr1v4tOVsNPQHgyOf0H+NePF/mrxca71LH1WSQSo37slVsOoPQmpLYlJ5UPXFVmPGan3gXaP2kSuNq59DB6lgvuUe9Sbskj04qqhwuP7rkU9G3KOfvHNRaxsToS3tVgHioVOO1SDOKQyQUtNGeKcKTGg70UGikMTFFLSGgBrjKke1QRpmQN2xVg5xUMIYIORgimUmS4pD1pcN6ijGaAuwPFJQM0uKLgFNPWnYpcZpXJGgUEYp3Smk8+1AXGnrUMjDBzUjMBVWWTmmtyWyvcAhiSRytEfzP9SBUU7/ADe3vTkk2lQpG4DHPvW1tCea5ZZs89jkLSN0pgIJyvReAKRySKlIzkx0TfvV/wB4VQux/ptx/wBdW/8AQjVuI/vk5/iH86q3f/H9cf8AXVv/AEKvRwXU8TH/ABIrkUhFPppFd5wjDRSkUlAgqOU4Xd6HNSYpkqBo2XpmgTKyp5lwmegUVZfkVHGMY+lOJoISsIKUH2pQOKdt9qCkMp2KMUtAxCKTFONITQKwxlBHIqFiYsckp/Kpz0qNzkUyWMJ70Mf9Gk5xjFRg7G29u1RTMTFKmcZxQZSdkPV828RPu5FW4/u/jz9TVGLDuqD7qgAe9X0GKBLUkFes/BS6xealZ5HzRrIB9D/9lXkua9D+Dt35XjBoSf8AXW7r+WD/AEqo7mddXgz36iiitDywooooAKKKKACiiigAooooA80+Lqk2GnN2DuP0FeNE/NXt3xYjDeHrZ+6z4/8AHTXiJ614uMX71n1eTP8AcfMcD2pDJtiGTzG2R9DSHIUOPXmmy4UeYoypFcyPci7ak3nYaVQecqw/GrcRBA9AKwjOYpEDHIxjPqK07W5Ei7R2OB70Th1NFU6M0wc1KOlVkerCmsWjVSuSCnimKaeKllphigjilJoP3aQxtJRRQAhpMY6E4paPagLibfc0uKWimwEApcUZpc1IXEozilOKjJosApNQs4AoZ8VA7VSQmJK+RVR34NSO/OKpXMyxRlmPStoRu0YzkkQyzZZQOT6VagQspYn6t2rLskMsu5she/rW6kYCjJyOoXtWk0o6Ch72ooGcYGF6DPU0yTpUxHeonGBWKCSIIziZT1wafq6qt8rjrJErn69P6UiqS2RUmqjdb20nGRuT3xwf6mu3CS9+x4+OjomZ3WgjigHilJr0zzhhHNN4p9NPAoASmtSmmnmglkYXB60+il6igkBS0gpaBhSGlppoGGaaaCeKaTQJuwE1Gx4pSaaSMUzOTIZjiM46jmqt1LkgL1bFS3cmyB26Hgc1nq2/Bz+dNI56k9bGnZABd3rwKvKCR1qnajcAcYHQVeHApGsFoHArofBN+NO8Xabck4VZlVj7Mdp/9CrnGOTVi1fZcKwOCKa3FNXjY+uwcig1R0m5N3pVncE5MsKOfxFXq1PIejFooooEFFFFABRRRQAUHpRQelAHmPxW1GMWttp3O8nzie2OVH8/0rx1s7uK9K+LEyjX7ZMElIBn8WP+FecS7X5wUbs3b8a8PFO9Vn12U00qC8xU45/hPWmyp5TesbdfapACv31wPUcipVIK7TyK572PdjDQw7y3MZ65U9DT9Kl2ylGPA71Yv49qjnIFYpnaGXevbnFdMFzxsc9b3Hc66NulWUasq0uFliV1JweavI/vXJKLTszWlUui6rZNSCqqPUu/iszoTJs0ueKh30b6TRaJKSo92acCaQx1JRnNHFAC5pKOKOKAAmjNITTCcE0AOLVGzUhbFRFuKdhbCs1V3PNPdqrOwBrRIiUhsj7e9ZGpSgxlcZ5HNX3bcx9Ko3ib4nGK3pK0kclRtpkmmDjkituPYFGTmsfTEyo4B+tbcUecBFyfYf4UVU3I2pzjGKbEyz8BcL6mmlAPU1pQ6XeXA+SEgdy/FWjo/wBn2tL8xP8Ad6VMKMpM5MRj6cE7O7MeK1dz93AFM1WHZp0Z4ykhH5j/AOtW+YwB0rJ1tP8AiWSf7Lof1xXfQpxhI8GriZ1ZK+xzoPFLnNRA4pc12AScUw9KN3vTS3FAMUmmE0uc0lAgozRRQSKDQTxTTxRmgBSaQmkJppagLgTTCaU0xjQS2NJpCc0Gm/hTJZTv+YD7HNUIvmcegrUuBujYetZEZ2nHvVLY5K2kkb1qfmHpir3VRWZaNxmrwlAUVLOmD0Q5uDToT+8FQFixq1Y2dzfXKQWsLyyE/dUfzPahO2o2fTvgu5ju/B+lSxHKi3VevdflP6iuh71xfw10260rwqlteOpl81m2qc7Accfp+tdp3rVO55FRWkxaKKKZAUUUUAFFFFABQelFB6UAeMfFWJT4hidRz9nUSfmcV560BY5Bwf516L8QH8zxVcIeiqg/8dFchLp4f/Vnax9eleViaPNJyifR5djFTpqMkZC+dH2yPanmZB96E/gKv/2dd8jy92O4pslhdAfPbP8AglcUqcluj6Cni6UlozGvGhaM8SDNc9MgLYGeveumvE8tfnjkX6isCQxS3aRoSWJ9OK6KKaWxFerTklqaFlttrcAMSx5x6Vejuc1VW1XaMttI701pFAATPHc1lP3nccfdWhqLdYPHNWBKSvSs+0hZxvbgVdHJrnktTqpybROGJp4Gaag4qUcVDN0AGKcKBzS4qSgooooAKKKKAEIphHenk4pjGmBG/Som6VKxqJqoT2I3FVpFzVlutRkcVSZhMqmPioZY8qRjmrpHFRuuRWkXqYyWhF4URXmdJfm2ydDXplnbwxqPLiRfoK800Mi31qdPUhq9LspA8S16SSdmfPYicoyauXWGVrMvVyAOetahOVqldLlapnBdmS4xWNrX/ILm+q/+hCtqY/KaxdZ50uf/AHl/9CFEfiKjujkz1opSKMV0HSJSbadilxQA0CginUYoENopT1pKBBTDTzwaZQAhpppSTSUCbGk8UwmnmmmgljKKMUGmIikGRWMy7ZmHvW24yKvSeELl/DVtrsbpsnnli2HqNhHP86pM5qyvYxraT5QO9X4UeR1RFLOeijqa2/DPg+HUZF+13LrGP4YgMn8TXseheHdI0dAbOxjSUc+aw3OT/vHpWblqaq6SuebaB8O9T1HbNqGbK2PzYPMjD2Xt9TXo1jo9jo1qILO3SMDq38TH3NbjnIqjcZBJ4rJyYI3vCcu+C4j4+Vw35j/61dL2rj/CL4vrmP1QH8j/APXrsK6abvFHm11abFooorQyCiiigAooooAKDRQelAHjfj1ceLLnPcIf/HRXPwjLLiuj+IJB8TzD0RB+grnrUZYVxz+JnpUPhRoRLhhVgn5D9KbGBxST/LGee1SdCOY11t6Vx9haGbUp5T0hTP4k11msNndU3gPSF1B9UZ13LHbPJj3AOP1I/Kla6ZanytNnOtE78dqnitULD5eakRDhc9wKsoBjdivKk9T6WmuZIQgIu0UIOabksxPvUyCs2dUFYlQYFPFIKUdalmyHAU6kFLUlCHAFIDQ3SkHWgB1FFFACGmGnmmGgCNhUTVM3TioSKtAMPNMPSn4pp6U0ZNDCtRkZqUimgYrSJzz0RUjha21iKU9J4w4/Mj+leh6VLuiGfSsfxJo32Xw34b1NR96Ext9clv5E/lV3Rp1aJee1eqlZJHy9Woqkm/M6EdKhuEBjOacG4602Q/IaGczMWdcBqxNXGdJmP+0v/oQroJ0yCe1YeqR7tJuwP4Qrf+PCnD4ilo0clSc0p60VudQnNLiiloFYTFFLSUBYaaSlPTNNoEBphNPPSmEcUCGk0ZoNJQQIaae9ONNPegBtB6UGkzTATGa9/wBC8NC4+DllaSxfvjE10B3yWZv/AEE14dpdhJqWo29nCMvNKsa/Vjivre2t0t7SK2j+5Eioo9gMVUUcOKnZqx87+HybLUXhYZKsRx9a9PsJA0Q9DXDeKNMOj+MZ40G1GbeuO6nmuo0mctCvNc8tGdPNzRTRuk5WqM4q0GytV5+VqWJFvwswXV2B7xsP1Brt/WvPdDuPJ123HZyU/Mf/AKq9CFdNH4TgxK98WiiitTAKKKKACiiigAoPSimnpQB4x46l8zxVd/7JUfkorHtODk1a1mcahr97cA5WSZiv0HAqFImHNcU3eTPVpK0UaKEAVBdS/uyPY1H5uBjvVS6l+U9elSapGJqb7ia774T2AfS9Wkx98CL9DmvOrpt8mP517l8PNLOn+DoDIm2S5zM30PT9MH8a1gr3McTOySPEBGUbaf4Tj9aWR9qhRVq/QW+qXlv3indPyY1SY7mzXiTVpNH12Gd6cWuw5BUw6VGg4qUVDOuJInIpwpF4xTxipZqKOlA60fjSVJQhpB1oY0CgB1FGKDQAhphp5phoAZUZFScUxqtARkUwipGqM0zOew2kOApNOp0MZmmSNRku6rj6kCtIatI467tBs9h1/QPtvwzitkXMtrbxypx/dXn9M15lo8uFVScbeuK+hIoUFmsJXKbNpHtivn3UYBpPiO9swcCKZlH07V7dSNoo+Mw9S8pI6RJht+9SkmTis21lMxCitm2jGM+lc7Z0NFaSD9ya57U0P2O9QZ5hbp7c12My5jIrmb1FaRlP3WUr+YxVRdpIWzOAoHWgD169KXFdB0oKWkpaBiGkNKTSE8UANPSm96Umm0CFNNNKaQ96BMYaCKU000EMT8KaacelNPSgQw0UGjqaYHonwg0wXvi2Odk3Jao0pz69B+rfpX0TivJPglYLHp2oXxXBd1iB+gLH+Yr1rNaR2PKxEr1Dzn4oaX5kFpqaL80beU/0PT9aw9CuQ0K8c16fr1iuo6JeWrDO6I447jkV4zo1x5FwYmPT1+tZVV1OrCz5o27HdxvlOTUcp4qGCYNGAeKl+90rE1KMcpttQgmx9yVW/WvUFOQDXmF/HiPPpXfaFdfbNGtZj97YA31HFbUXujkxUdmalFFFbnIFFFFABRRRQA30qhrN0LLRr25/55wsw+uOK0O9c543l8rwpef7YVPzYUnsOKu0jymwh8yYZ7VrS2o2nH51S0wDax71uIgCcmuB7nrx2OUvwYiT+dYk96ScZNdnqdmHRiFFcVeWm2RuooNELo9r/aetWloOfOlVPwzzX0pHEkVukSKFVFCgD0rwD4eov/Cc2AfoGbGfXaa+hO1dNL4TzsW/eSPnnxREIPFOqoB/y8u358/1rHHTiuk8fp5XjG/HTLK35qK5pTmvDrq1Rn2OAlehF+RKnFPBpij5c04ViejEeDing8VGKdSZqPzSg0wUopFCk80opuOakAoAKTvSnpR3pANNMNPaoyaAGdDTWp561Gx4qgGGmHrTz0phHNUYzDFa3hi2+1eJtNixnNwpI+h3f0rKrrfhzb+f4xtmI4iR3/TH9a2oRvUSODHz5MPJ+R7iB8g+leB+OmUeOb8r03j89or37tXhPiCNLvxXqEpHW5b9Dj+le5V+E+LwnxsZphz0T73Q10EKbRVGxg2KOOcVoopwa5D0GNlOFrntRG2Yn3zXQTj5awNRHzNQtyZLQ4XUYjBqFzGVK4kOAfQ81VzWhr//ACHLv/eX/wBAWs0V0o3jsh2aKTFLTKCmmnU00AMPegUHvQKBCmmnpSmmk8UCY0nNJmk/CkJ5oIbFzTDS0hoEIaFPzfjTTT0GSKYH0h8JLfyfAsD95ppJD+e3/wBlru6434YLjwFpv0c/+PmuyrVbHj1fjY0jj8K8I123/szxXdwKCFExK/QnI/Q17zXjnxMiWDxTFKB9+JGPv1H9BUVNjXCu07dyW3ucQj6d61bRt6ZrG08pLGi9cj5TWxbccVzHcySeMMpzyK1vBt3tNxYs33T5qfyP9PzrOlI2GqWl3X2PXrebPy7tr/Q8f1FVB2kZVYc0T0+ikHSlrrPNCiiigAooooASuZ8ef8ircY/vJ/6EK6auc8bxl/Cd9jqqqw/BhSexUPiR5rpo+Ugd63Yxla5zSpcP1zXSxEFR71wdT1o7ENxHvQ8Vy+pWWS+0V17gFelZF9GNpIpstGB4RhMXjTSz0Pnj+tfQXavC9ETZ4v0l8YAuVya907V00fhPPxfxo8L+JybPGErf89IUf+n9K5KMECu4+K0ePFVuwHL2w/Rj/jXHRqMj0FeJi9KrPrMsd8PH0FJ2Rqvc0g5prHcxqRRiuc9eKshwFLQO9FDNEKKdTQKdipKAVIOlRgc1JjigBp6Ug60ppKQDWqM0880hHNADDTG6U+mN0qgGmm0403FUYsMcV33wpg369dzcfJAF/Mj/AArgq9L+EsQ83UpMcjYv8zXThFeqjyM4ly4aR6keBXhjg3OqXM2PvSu5P1Y17dcv5drK/wDdQn9K8VtOee55r2K2x8nhFq2aVuMcVeRPlqtbLxV3oK5jvbKs4wMd65/UTlmroLg4Rj+Fc1ft85HrQldib0OP1/8A5Dlz/wAB/wDQVrMFaGsyLNrF06fdDbeevAA/pVCuhG8PhQUUUUygJpDS44ppPNADT3pKCaSgkWmmlFIRxQJjDxTDTzTDQQwpDSikNACUq9RSUopiTPpT4Uzeb4EtBz+7kkT/AMe/+vXcV518GpVk8GOo6pdOPzCmvRa1Wx5FX42FeUfFSI/2zYyfwtDt/Jv/AK9er1578UbXfZWNzj7sjRn8Rn/2U1M1eJVB2qI5bSpAFjH92ulgUbc1y2lD7v0rqoB8o+lcp6TFn/1ZrClfbLityccfhWHdpsl3ZqeoW0PU9Luhe6ZbXH9+MH8avd65nwVdedohiJ5hkK/geR/Oumrti7o8matJoWiiiqJCiiigBO1YfiyJ5fDGoog58kn8Byf0rcqvewC5sp4T/wAtI2T8xikxx0Z4NYNskK111qweFa5C3Ro7go/DKdprqrEnyVriekmetF6XLxHFZt/Hwea0s8daoXpyhpMtGNaMIdYsZf7lxGf/AB4V7gOQK8ID/wClRkdnB/WvdlP7sH2roo7HDi17yPIvioAfENqe4t//AGauG+5HjPLV2fxJcTeK0j/uW65/NjXFOdzn0FeLi3esz6zKo2w0RqjmpAOab0p4rA9dbCjvSigdaXFJlocDSjpTacKQ0A5NPJxTVpWNAxM03tS0UgGmmnrTjTaAGUw0+mGmJjSKKU0hpkNBivVfhPGRZ37HoXQfoa8rr1z4WD/iUXR/6bf+yiuzA/xUeFnumHO31DjT7n/rm38jXitsx3r+Fe1aj/yDrn/rk38jXiVofnX6CvWrbI+Zwa1Z0FuOKuMuFqvajirbD5cVznZLczrs4Qc1zVy+bjp0ror99quM81zLFVZpHzhVZj+ANC3JOGlfzJnkP8TFv1zTKAcgUV0HUtgo5oozQMDUbdaeTUZOTQAZpOaKWgi4lITxSnrTDQAhphpxptBAfhQaKDQA2gUUCmSe9fBCUN4d1CEdVuQx/FB/hXqfevH/AIFyf6PrEf8AtQn9Gr2CtY7HlVtKjCuZ8dWwufDE57xMsg/PH9a6asvXrf7ToN9EBkmBsfXGaJbEQdpJnk+mKQ1dPBwq/Sub04810sAyg+lcbPWvdDpBuUg1i3qgPjmtiV9tYt4SZCalgjpPAEx86+hPTCMP1Fd1XnPgGQ/2zOueGgPH/AhXo1ddN+6jza6tUYtFFFaGIUUUUAFIRxS0GgDwbUkNvr10jY4mb/0I10Nlk2ysKyvF8H2bxNeAjGZS35/N/WtDSZg9ovzZOa4pK0mepSd4ovqcLnFUL7Gw/Q1oHlao3a5WpZvE5sf8fKf7w/nXvS/6kfQV4WIv9NiHrIo/8eFe6dIfoK6KXwnFjPiR4f43n8/xXfsP4WWMfgBXNH2rQ1u6+06xey5yHnkP61mZNeDXleo2fZYCHJRivIcBTwBTV5p9ZnoLYXFFJRSKHdKUUlKKENDhSGlHSkPWgYlFFFIYhpp6UppD0oExlMp1N70xBTT0p+KaRigQg7V678K2B0m8TuswP/joryMH5h9a9V+FR/cakvpIn8jXbgf4iPAz3XD/ADPQrlPMtpE/vKR+leJQQbWIPVTivcHHyGvGiuy9kTssjDn/AHq9Wt0PmcHuzXsuFFWZG2IWplsvyio7x8DFYHXLcx9Rk3KOfvE1zWqz+Tpty/QmMoPqeK37s7lA75rk/E82yCK3HG9934D/APXVRWoRV2kcyOmKKKK1OoKQnFLSE0ANPWkNBopkt6jaKXFNNBIpNMJoNIaAYhNNpfwooJEooxRigBMUtBopiPXPgfc7dU1KAkfPArgf7rf/AGVe4Yr5w+FN/wDYfGNqC2EnDQt/wLp+oFfR4PFaR2PMxKtMWopYxLG6N91htNS0lUc6PG4YmgvZIWHKOV/Imugtz+7A9qq+J7M2XiOUhcRzYlU/z/WnWsu5eDzXFNWbPVpvmimOmJ34FZl2QRk960Zhht1Z19GSjPux7VJoi94HlI8RhBxuiYfyNeoV5V4JyPE8ee8bj9K9VHSuql8J52J+MKKKK1OcKKKKACiiigDzD4k2Hl6lbXwHyzJsb6r/APWP6VzekTNExTPyt0r1Pxbpf9q6BPGgzLF+9j+o7fiK8ht38uZT/CxBH51zVVZ3O/DTvG3Y6+Jg6cdaryjhhSWDhhuz7VJcfKG9xxWLOyLMJVxqtsPWZP8A0IV7PduIrKZz0VCfyFeQWkRm8S6bH/enTP516p4gk8rQL5/7tu5/8dNb03aDOPE61Io+epD5jO5/iJb8zmqysxappoywRBnbjk00RhRtX9a8CWsmfb4de4hynmpQajGBThUnUh9FFFIoUU7NNzSUiiTPFJmmE0Z96AuPoJpu6kzQMXNIaTdTSaBMSk70tKBTATNNPJpxGBTT60Eggy616f8ACtv3mpp6+Wf0IrzGP7wr0n4Vtm7v177EP6muvBu1VHg52v3DPUX+6fpXjuzfqc+e0r/+hGvYW+6fpXlNrEHvJ5Ou6Rjx9a9it0Pl8JuzRiGEH0rOv5SBv7CtFzsU1iao5MKgdN3P51gdbdymeImdup9a8/1y58/VZucrGfLX8P8A69dpqd2lpbO7YKxqSRXnTsWdmb7zck1pBGlNdQ4o4pKKo3F4php1N70AJiinUhpk2EzimE0pph6UCAnimE804mmHrQSxaKKKBBRRRQAhoNIaCaYjT0e7ezukmjbDxtvUj1ByK+r9Pu1vtPtrlPuzRLIPxAP9a+RbJsXA5r6Z+HF19r8Daad2WjQxH/gLEfyAq4HFjI6JnW0UUVZwnKeNLDz9PjvFA3wN83+6f/r4rk7JscV6ddW63NrJC/KupU5rzSOJrado3GGQlW+ornrR6ndhZ3XKy1KP3ZrMu2URnP61qt8y8VlXKhwynGR2NYHZEl8HSE+KLUdRhhn/AICa9XrybwgNviq0H+9/6Ca9Zrqo/CedivjFooorU5gooooAKKKKAGkcV4lrunNp+t3dnjAWQvEf9lule3d685+I9jsnstRX+IGF8fmP61lVV0b4eVpHPadOyDbx1rWuV3Qgg9qwLR9pUepzXRRfvEx7VynpJlHw+ofxbpwJziRj+StXoXik48Laj/17v/KuE0WA2/jHTy33WkbB/wCAtXbeMHKeFr/3j2/mcVqtKbOarrXj8jwiXg4qLpU05Bb0qMeleC2fd0V7iEANPAxR0pak1FpDS59qKChKM0lJ3p2QxSaKQ0UWACaBSYyKWiw7iY9qCKUUYosFxMUoFH4UtACHpUZqQ0wigTEB5r0T4WSgardJ3aEH8j/9evOj8ozXb/DOUJr0Y/56ROn8j/SunCO1VHh5yr0GeuX0vkWM8ucCONm/IV5tpkbCIEjBODW/478YaT4dsRZX1yyT3a7URELnZnDMcdBWLp+oWV7Zmezu4ZIl4yrdPY+n417NTU+Uw3uptktycNXP353SYzWxPIDEHznjg9qwrt+N3U1jZnSmmcn4ru/3cNuvVyXb6Dgf1/KuX6Vo61MZ9Vm6kRnYP+A9f61nc1qlZHTBWSDNLmkNGaZaF5pPwozQTQFxaaTQWx3ppNBNw60w04nioy1AmxpPNGaKM0EhRRmjNAmFFAooAQ0hp1NNMB8Rw4NfQPwavPP8M3Nvn/U3JP4MB/UGvnsV7F8D71v7Q1Gz3fK0Ky49w2P/AGaqi9TnxKvTPbaKKK0PMGkVwniO1+z6y7gYWUB/x6H+Vd4a5vxZb5tYZx1Vyv5j/wCtWdRXibUJWmjmkfKVlagmMSKcYPNXgcDrVG/YBWzkg+lcjPURJ4R58XWp7/N/6Ca9aryDwe4bxhae+7/0E16/2rqo/CefivjFooorU5QooooAKKKKAErmfHFuLnwtckfeiKyr+BH9DXS9qpatb/a9JvIAM+ZCyj644pNXQ4uzTPG7L5plHTsK6W0GHKsQD6GuThcblOcZNdJbndGpY5I71x21PVi9DS5huoLhVBaJ965rW8V3sV34MuZ4jkFVJHccjispSsidckVDdR/aLOe0Luscy4YCm37jQcic4z7M8pMoLHdnr2qZMECupfwPbOpZLyYE9D8pH8qx9S8PX2khpDia2X70i9V+oryp4ea1Pq8PjaUvduUQKMU1ZFYAhs08HIrmfY71Z7CUcUuKKBjcUhHNOpKB3ExRiloAphcTFJT8UYoGNC0YNOopBcbijmnUh4pjuIajdwoyTikeRRxzW9ofh4XeLm/VlT+CLoW9z7VdOm5uxz4jERoxvI55Irq9bZa28kg9UXI/Oum8MfbtC1GG+nsbhli3Hy1XlsqQAPxrr4oYoYgkSKiDsOlDJEw5AxXfTw/I1I+cxWNdeLi1ozxO/k1Txb4tuLvVEdLmVxviwcxp93aq8nA+nqa79Fg8L+HWkkhAmZNqpIjAqWXaV59SvXGRWh4miSHSp9Sht/MvLaPcvP8ArFBB2OP4k45FeZeKNfuNZhiuI5Yx22R5BUnG4n1yf0Ar0Yy5jwqseV6bFU+IL63s0t7WZrcwuSksGV3LnoQfvY7Vs2XjRhDEt7bErgbpUP5kr/hXMkgwIny4VQvHGaFAMJxjORgD9TV8qMlUaLtwxNw7M2SzFsjoc8gj2OaizSRBvsq7uNjFPwwGA/WlqGrM9alPmimBNGaBzQRxSLELCmk0pHPWkoJYCkPSlpD0oAaTxTSKk470xyKCRtJQWFJmgVxaSj8RQOlAMUUtIKWgAppp1NNMAFejfBiVk8d7MkB7WQY9fun+lecjrXdfCWVYviBY73A3xyIPqVOBVR3Mq2sGfStFHaitDyRKzNcg8/SrhACSF3DHtWnTJFDoVPQjFJ66Di7O55iFJHFZ1+sqxffUj2rXMJWR42yCrFaq3SFY26EGuKS1sexB3Vyh4R/ceKrNi33nK4+qmvYxXimir9n8SWM3P/HwvU+pr2tfu100djgxa94dRRRWpyhRRRQAUUUUAGKayhlIPQ06igDwfUNOksL+9speJIHOB6rngj8MVb0i9dovLc529DXZ+PtCae3XWLVC1xbD96gGTJH/AIj+Vebx3HksJoWzG2N2OwrmnGzPRo1OaJ2EMoPK9fSpkkyCHHI71k2dzG20Fx8wyp9farpfkAkg+tQbFwTDvUM0ysuBTVPHrWfqEkkCh1GV7mm9jSOmpnXXhSyuGaSHzIJmOSVPyn/gPasO60m705v3iFo+zpyP/rV1MOrxFQj8MOoqwb2N8/d59q5amHjI9HD4+pT0eqOG3j/61LnIzXR6rp1rcRkxKscnYqMY+tcxteJzG4w68HNcNWhKDPbw2KjWWm4+kApcUoGRWB1WuAGafwKMYFJtz3pjsJSU/aB3pMUDsNxRSmmswQcmi3QW2oEgURpLct5cEbSOegFaNhok9yyyXKvHATwQOWrpreCG1ASJAq+1dVLDSluebicfGk7R1ZQ0rw6loomuQJbk9E/hT/69bHzx/MxFUdV1u00e1M11MIweAOpPsB3qjp1zNreHG6O1HO4/ef29hXdGCitDw61adV3kdPE++Hio3PFNMixKo7DtVWaclguKo5WTsUZSHAKt8rA9xXjXi7TINH11oo8mORMxDP3Pmz/9avW5Z9i5PQVyXifS4NX2zTR4kQfKV64HWtKbsZVYc0TzuFz8oKAjrk9fpQ0pDk7QD6CtI6JrD2c9wljNNa2rbZZY0yEyM1TitiUEs42xkBgn8Tj+grpXc4FFuXKh8WRapu6uxkx7dB+gz+VLSsxdiW60lZvVnrU48sUgFITS0hpF3Gk0c0EUEH1oB2DmkJNH40hH+0aCbruBBx0qF1cnp+tTAZ4LHmk+zvIx2I7Y64HShXZLkkQhT3I/OlwB1YVOlhcSoHS2cqTgHGBnNSPp11E2HttvbsearlbM/aRXUqZX1pdyY71cTTLyVWKRLwcYNWE0S+b+GNRx1o5H2E61PuZe5fU0u8f5Fb0XhXU5cGIQSbiOjdvUf1qjf6Nq1i5xYm4h/wCe1ud6/jjkU/ZyF9YgZ+4etIeaeC28K5SM8ZD9q1G8OXxPyGCVcZ3RyZBFP2bF7eHcxx1re8IXS2fizSbk52x3cZbHXG7H9aanhe8ON7AHAO2NWdvpxWtoenpompWOpXeGMd3EETqAdwyX7cDPFCg0ZzrxasfTq9KWkHSlqzzwpD0paQ9KAPPdRxHqt0M/8tWqjPGfsrY/KruqqTq90QOPMNZkzsNxycDtXHL4mevR+BGEpcXSt0ZDuB969ut5BLBG4PDKCK8SuG2z7hwK9b8MTG48OWMjdfKA/Lj+la0X0OXFrZmxRRRW5xBRRRQAUUUUAFFFFADSAwwRmvEvGuhv4e1xpLYYsrvMiLjhTnlfw4P0Ne3VgeLNDHiDQprVcLcL88LHs46fgen41MldGlOfLI8YtZ9qAr8yZyR3U+1bsN350bDdkqK5XdJp106Twsjq2HQ9VI6itW2uIZJkaPMTt/A3Q1zNWZ6kWmrm3BdMrbGPBq42JVaNuQwrIYZbG7ypB03dGq/D5gUM/wAv15B/Gha6FXUdWec+JFuo/EdrBbtIJNrKoQn5sU621/UbRlWaLd3z7etdpfQ2aXxv3AE6RsnmE8IOp/oP/wBdYl7YRaiDdxs9rJysaBQVCdSGBrsWBlOKktzn/tONOTi1dGtperW2o2/LBX6EHjmrus6LaSaYl5E/lyIOTu746GvOrjSr+1k82G7aNgMfKm0fWlVNXvVW3m1OUx+gFEstnKNmOnnEKc1KNzaVMKC3GfWkLRDq4H/AhWY+iXLrkXkjfjUY8PTlc+Y361yxyOb3kelLimC2iajz2yLkyKB7moH1bTok3NcxhB1IrOk0JwNr73H1qM6DEU8pywMnGC/61o8iSTbkc74pqN+7E2XvolskvEV3t3ztkVcg1T/4SCyAziTGcZ28fnVqPT4dM0lLO58yVUkkl8tSChGRj6dOgplrowlZZ7mJTK53AEcLW1PJaTim2c1TibEc1kkQNr9qpx5E5PslW9M1yyi1SF7iCTys/N5gxUjaVuO8QhBzk5461WvdAjnhyrbXFarJ6K1RlLiPEyTiz0W88V6I1oCJokjHzEbxmuQ1bxnCSyabtldcEc/ez2FcmNA8uZd6lvXK4rbstMSAq+1VPYbelbRy6PU4Xmk+gxdKu/EEImMoMxKMnmdsN8y+zdh64rurKJLO1ESfLt9f61hRxSxO08AJVzukjHG4+q+/t3rVttVin++mOdoP8W70I/yawr4Gy9w3pZk27VC2ZsthTj3IpgVy5d+Qo7U0XES5+bKc89ary3aXCnyZvkHpn5j9en6150qco7o71UjLVMJ5jncTz2FZ0FvcarqEVpApeaV9qL/M/QdaYyzXN0sMW+Z3bYiDnJPavVfCfhSPRIRc3AWS/kXDsOkY/uj/ABqoQbZlVqqK0LsOlQ6J4Yls4D/q4HJfuzY6/nXl82kaPqYle7sAZV5MkL7WPT8K9W8Rzi20S4bON22PP+8wFeZ6hbObktARtPzMg9/SuyETz1Np3TMKTwToM7KIby8gLfwnaf5iqVz4Hs7c5TUJpFHXKr610XkRX2CvIHBI42+1NNtcR/IZAYx97K8n6VahEv29TucVceGDG+1Jmz3yBxVCXRnjYhpDxj+Hrmuyu5JEkDeSHDAfdOOP8ayridCwBtpI9vft0o9nEPrFTuYq6JuUt52duM1di8LJNysh6fr6Vo2clsxKK4PT79bdrAki4jfOD6U/ZxJ9rPuc/F4Rh3gndnAyM96v2/hG1xna30Nb0VuY9zO6hTjbk1cSRS/yjgcYpcqFzy7nNf8ACL2sGo2c20lUuYjtI6881e0ywge61GRkX5pGVAFxgAtmtC6kc39miD5fPTp15aqml3EKpfSbmJDSNg/w5ZulEUieZlGa1hudL+a03RpwI4+Cx3D9TVSeFBPHGkSpH/cP8PPepxOraYsKFy0m4/IeV6d/rSeSivwfuttUGTd+versTcbFDHFCEROj9TVyK2Rrchky3XJHQVSZH3N5cxAz0I96nK37QgrIhC5696oRYltYn2qH2ADOMcr+NZ17FfmME3kEsqjapCMjgZ6hsVeiuLqLAkhBGccHrxU4vMybzZ9epXpUjRgPHrUcIP2cuPm58xWJ64zuqeK61549sNh5ZAwH3YP6VsiSRiWCS4Q9x6/+hVB5d7LksPLjJP8AFzSGZMsOs3ETfbJbWFW6sS0h/LNSRIm1o4y807qQ0rrt2DHO1f4frUl4qRBeSyqDk9j71XsTHKWTPzMcAn+EYpPYD6FsZPNsbaXP34lb8xmrVZXhuXz/AAzpch6tax/+gitWsRiVWurqO0gaWVsKP19hU7EKuT0rjNS1BtQudyk+Qpwg/wDZqmcrI0pU3OVitM/mSSSsOZGLHHvWVex4icqCa0nPHFVZ+UNcb7nqwVlY5WUO3y7MV7RpVstnpNrbqMCOJV/SvJLkAS7vfNexwMHgRx3UGt6PU5MZ0JqKKK3OEKKKKACiiigAooooAKTANLRQB5n8TvDtu2mvrUCbZ42VZgOjqTjP1HrXmVl5pUIyEDPDHGV9/vV754vRH8IaqrLlTbPxjPavm02d0jcXFtj3Qqa1pYdVbtl/WpUlY6tNRmMIilmjQg4zE25m/AdP0pH1ryl8tHZN5wOcsx+lYMcczRqJLkkA5Kwx7R/30au2sQSQmOIKx+87Ekn6muylhIQdzmrYypPZkxlM0xluVwN27y09fc96nW/Qv91xmlEUpXCoh+lNWK8VvliRvqcV3RSRwtt6im6SQFPKJ/CmrFGOUj21MIL/AIzHEPWn/Zbpuvlr+NVoF2NHHb8KkLsPxFR+S6D5nUHPOOacEPXeePSloA7CSRYdcHJ6VCIXNxEq5YburLVjYVXcwOB3NRoSl1D8ij7xyfZSaHsxrQzb13dVhQ/6PbhUVtoHmN6n8eav26MjLuzu2k5J46Ut/CPscCD5ixXJ6VZg4hVf4tp69KW0RbyuVxMzxEMzNxu5bNI7EKAoHFWCqAgAIOn3OnSmgoF7fnmhDKEvmBcDI9xTSs7MMOcYNaWCWJ2FgfSkCs+MRtx2NO5Niji4CjMrAdhTGD580uySj7rp1PtWp9jnkxiNcc9TSC1mKAAR5HZqTBJmOJ7uMBvLD55zG+0/XH/16RtZuQAjQ3G0djEWA+lX7uPYvzOMn0ql9lfBKSSCs5Uoy3RpGrKOxoaLPNPLNOomjeFQ0bFNmGz1r2/Rb8ano9re4AM0YLAdm6EfnXjvhu3bN0kpJJVTk/WvTPAcit4d8pTkQ3Eqf+PZ/rXkV0o1HFHqRvKkpMm8YyCPRUJAI89c5+hNecXdw7SLj5cfwg9fpXoXjOYLa2duVyJJWY/8BQmvN7piSWUcHO3PaiBnsLJbv5xuYPk3Y3DOc896lNyZVKPGwfBGccVWtbsxRJ5rfMw+Y9OlW3udisxAJ/u/5+taILlWe5tQqkunPH0+tUZHTzCRhuuDUd/DDK5IXy2746EZqq9rJHFst7tuTjnt9aoRajggK7/LjbcKsQ2VuJg8ReLpnBOKrRNfQquTHIPu8cGrUV6wZ/MgdedvHNAFsLdomftKy8nAdO2eKuWryowEkHP+yeorOe+hcKqkA7OTnFXrS5OCu5SSn5VDGXI4Y5tQt3U4bzVYAjn5a561cBb3zML87bx+JrYlvlTUbHaNyvIqnHB5PaucudQWKC4DQkIHkVuefvHFJAVI7j7XatE+CoR1H90D3rTuYVt7VbtT+43DYyA42+wPasfS50gsXnYYt0DB9/RiQQM067137S0ZeaSWOVARGibQo7ALVCsWfteZHYZJ28nvwaYNSkjkRTlc4UbveiV4ZWTyg+1VIzgD6U5bdWiDt87Kp/8A1VQh8eqxzKVcnI5yO9XLfVUDGEEgg/hVOCyiDHgY4/HrUrWaqfMP3XJHH1pDRpRX5dS2zgYznjjHWoNRu28oeWNrsMofTp1FMiR2c4+bAH3vQVe1dLWSwt54LYLI64aQYHy9/rUgZ+u2QtbO1kjkdvOVSQexAqpp0ZbAZgCzLlhjPND3l5HbiAyM8jZ3FzkAZ+XA9cUWDCFmYp8qrwD3NFtAPafA8nm+C9KbBGIduD7Ej+ldFXI/DeYzeBrENy0ZkQn/AIG1ddWD3KMbxDcm20pgpw0rCPPpnrXJq3y46CtbxVK5vYIcnasZfHuTj+lc5d3q20W5zhSQPzOK5qru7Ho4WFo3NArkZqpdnbCatbsoOaoXzEIB/erOx0mNP9/2r1jQp/tOh2UpOS0K5PvivJpTuavT/CThvDdpg52hl/8AHjWtHdnJi1ombtFFFdBwBRRRQAUUUUAFFFFABRRRQBh+K5BF4V1Nv+ndgPr0r55a3ljuHIkLKDjFe9+PpRF4Ruh3dkUf99A/0rwiRpIpWPOGOeK78H1OXEdCzCRvCkDHqaugfvC/lsF+mazkdJNu48+orUgVtiuvKr3FdxyWLELx7eR+HSp0SBy3cdsmq8MrBtrhSAMc9asx2kbqe2aC0SGOIgY7D+970390vGxST7nNRfYEOMyONvoaR9PhDZM0nIHNFxjzNEGwqKAvUmgXILHacD2qBrCIZ/eSY5z81RmCFWZQHZsf36CSeWRdjDzAfY1VSXNzAxAwA/8A6Caa6IEIJyfUmqxcC4jC4OEfv324/rVdLE3NK72zINnQ7dueKIpdvDOu3aRg8E8VWkkXa2ckb1Xr7GmwHKMyjn5ec0ntYpFwEedsIAA9KnWIktjGD3HFZXmhZGy3QmnRXO4c7mB96drEpmziFMbnH4Go1kQBsBmYenSqYlyw2Rk/WrKSTk5ERHsBipGxHuJiv7tcZ7mo44ZGbMz59hUzFsH93yfVqaxmJP7ocdyaYypLEokZvTPFMVxnn9Kc4md8/KPaqojleQ7nBA/uimTY6DQzvmlC94yc/Qiu5+HYKabqCHqLsnH/AAFa4/w0iKbsNwyxr+R/xxXS+Cr0Qa1fWDkDzlEyfUcH9CK8PEv9+z2qUW8Oh/xBuPKvNLiBOSk74+gUf1ri4ilyrHoEBLe1df8AEZR9r0d+5E6fhhT/AEFYGhxf2h9tssOiNb4O3pkt1P4VUHoYSMe7SQxiPdkEY59apOZIpG80ttfGGDemK0bmZ7a5a2vBsmEhXcRtB6dKfJbJOp3N8zY/i96vcRhedy7sTnJVcemehqIEPHvO8O/HJxV6a2SGVQB9eKimTzP4R8rdulO4XER3M64fcP8A9dWfPYSdcDk5H4U63VWTDbtoAB+al+y5lOBuUDg59+4ouFxpnhMwzncueozVhBEQSu5Wao1syX6YPrU6wgHnPHT3qWND1iMl7Zhm+VJUf8M1wuq3vmXc6xv+5Mrc546dsV2s8xjYSdNhXkdcZArhr+FkkjcbTtDnA453bf5c1F3croQJPKdJKySjyslkAGMtWjpsX2meTGdqxR8nocAf40zSraXULiP5A8KA88EA/wCR+layLHB5qgBTjGPp6/hVpiLiwIjK24Nt6jdTnQoruARjgfjVR5d/LthWPTPQ+v0qYyuTtU/K3Y81SETrvWZW+Uj0PrU0zs5Zd64Tj2qFJYzKobknjjqKlYQtv2yDJHQigRXV+WQscHPI4qKdw6gbc+XgAZ6fSnyJiXLDOV4wPWo+NoJ4J70DKYlYJ8/GO3tUqTh3KJyzDCioZwomPzA5xijTrgJqaSImVXc4z9P/AK9Jgj2X4XS+Z4MjHTy7iVf/AB7P9a7WvP8A4TSq/hq9VcjbfycHsCFxXb3c4trWWZvuxqWP4Vg9y7HJeI5ll1ZlHSNVT8ev9a47U9I1LXJ4ksIzLHbzxy3Ch8HZk/d98rWrPcvNK8z/AH3OW+tdL4KgH2S6uiOZZdi/RR/9c1ypc0mejJujSRiRpLEuyaN43HVXGCOKq3/3V/GtjWZd2rXTDohVf/HRXL6leAHaOpqWrNo2pvmimyk5yxxXpXguQP4fQAH5ZGX9c15paRS3lzFbwjLysqL9TXsOmWEem6dDaRZ2xrjPcnua0pLqc2LkrJF+iiitzgCs+81fTLC4gtr3UbS2nnOIYpp1RpD/ALIJyfwr5Q/4Xb8Q/wDoYf8AySt//jdU1+LHjZNQuL8ayPtVxGkUshs4CWRd20fc4A3N09fYUAfXmrX66Vo99qLjctpbyTsucZCqWxn8KzV1nU7DTbvUde0+xsbO2gadmtr17h8KMkFWiTsOxNfK9/8AF3x1qmn3Nhea6ZLW5iaGVPssK7kYEEZCAjIJ6VWl+JfiyaG9hOpQql7n7T5dlAhmJ6liqAk+/Xr60AfXOm6jqM1vJNqemLYgIJFSOYzOFx0YBAA3spb69M0X8TznQrnVI9JnjC3SW1pDebrdp97pGrMGXdGCz91JwM98V8tWnxW8Z2M081pqsUEk7mSZo7C3UyN/ebEfJ9zTJfil4zmhaGTWS0bXSXZX7NDzKjq6t9zsyqcdOOlAH1Zca1qel6PPeanplsJxLFDBBZ3jTea8jrGgLPGm35mX145pJ/EFzY6TcTXVhG2oRTx24tLO480NJIVCLvZVx99SSVwB64r5Ug+KXjC1tmtrbU4YIGcSGKKwt0XeDuDYEeN2cHPXIHoKdp/xX8b6WtwLXXpB9omM8rSQRSM7kAZJZSeigY6ACgD6P8YT3l54P1BLqCKO+s2ile3s5WucqW4/gVuef4e3XrXlV/pt/AlqbyBrS4ni837PLkOqliFDDs2BnHbNefn4l+L2j1BG1l2GoOJLktBGWcjGBkrlQMcKMAc4HJrOl8X67MsAkvywgjEUeYk+Vck46epNdFGsqb1MqlNy2PTIbWYL8ybiP7tadj8g8ttylR3ryKPxlr8TFk1Agnr+6T/4mpR468SDpqP/AJAj/wDia6frkOzMVh5Hs6MmUB2n6jmrYWJYiST25FeHHx34kPXUR/4Dxf8AxNOHj/xOBgakMf8AXvF/8TT+uQ7MfsJHsqyR5JBbAz2qJ3ds7fMYY7jFeQD4g+JwMDUgB7W0X/xNNPj3xK2c6kOf+neL/wCJo+uQ7MPYSPVZXcbiWcZ4xnpUGMAku+TXlh8a+IGJJvxk9f3Ef/xNNPjLXz1v8/8AbFP/AImmsbT7Ml4edz01sdtwGOcms6S62XOSQwWJj+orgD4s1tut7/5CT/CuusD9rgt5Z2Lu9sjMdvGSRmt6NeFRvlMalGUEW5NRkb5YyMs27DcGtFDOIo0ZwHcb8FP4e3581RjsHhkVneNVBwAi7Sw9ORWgP3jB1ClgeT6AdK23M1dbkqRln+Zsfh1q2sO3DecTn1HFJbgc7t3PpVsSWu394+AOOfWmwQikoF2Pxjk1Zillcf6zjnr9KRLiwKnEsYI9TVmGSwkJDTR5x3NQ9C0rkW2V2+X5hRIHDsvl9+vatNY0Zfk6etQlooWPQHNTzFcpnMH8v/Ukk+lU1jn3DgKO5Na886shxg4NZFzcSPMscZCjI3GmmJqx0fhVAft3Q/MgJ79D/jV7Tma18Y6XKsbhGkaMkj+8pH88Vh6HqGi6WZLi/wBSe2u23KkZQsjJxgtx6jFddoTQ+Jb6G/s7mF7a2lDMVOW3DoMe/wDjXh11es2e7RklhtQ+JJKT6G5+5vmQn3KDH8qyPDV3HbXWGIUurM7Fe2OOfwro/iJGHsNO3LkC7/8AZWrjrYhP34yXUMoHr9auGxxyItSkbUtQmunT9y3+rBXkKMbT+NZMlvsB2SOoHbrXQK8fV12p6moZo4cb4mB5wR+NUtBHMyG5KElwT2/+vUIFyE2+XGzZ6hu2OtbMtuyAHAJxzjvxTvsTlN4PJzwewxTuKxjRvfbWBtwB7GrUEt4JgWhQ57lq1ooNpwV24/8ArUkgiDfMe4A556UBYhiuZj9+DHuHqUTOXz5fyZ9agSdGb9yGcf7K0txMiAlcRjAxnA+vFIaHTjNnMGXZJtO1j06HrWXPp/2q6XYm6NUmDEjgNuByPzqJ7uO+1CDTbe8je7u3WGNA2csxxyRnjmte80LVfD0si3lsyI2/bIh3Kxbb0P4fWpbGUrWOO1gSHK5AAxtFRzojrKygKzHDnFVTceYG8yH5v75p0SeahUOw4PJOapCYR2EZByxGR1qxFpxVdyMSwHQ1HHBNCQTJn+XWpBdPGW3o5Xs6/TvVAVhaygAiVSCOGxyKckM24HeGC8E1bS7QTDehT5uhojZGuRgYBIbrzTAigivAQwIJHTf3qS5gmdSWZFG3gKKvlw5G1gPrSyZRVdtrKD6dsUAc9cWWBvL5ZefY8U2JFjtpWH3ljO0j8Kv386GJ+AobgYHtWXZy7rwl1zD5bbgB246UmCPWPhAP+JFqHP8Ay+f+yLXV+JsnSGhDbTO6x7vTnP8ASuS+DxP9hajuGP8ATP8A2Ra769s4r+3aCYEo3ocEGsGaRdpJnmk8bpOYzh8/KgHUnsK77TLZNG0SKKVsGJC0h9+p/U1Ut9B03R5zfzSyMYxw9w4wn0qhq3iK1vrdrezcyKWG+TGBjPIFY2UTqnN1mktjOv51eOa4kOHkO4gVxkx8+7LdhWvrF8pURoeozxVLTbC4vrhYLeJpJH6YHA9yfT3rFXkzsdoROo8DaV5l69+6nZDlVJ6Fz1/Ifzr0OqOnWKafYQ2secIuCfU9z+dXq6YqyPLqz55XFoooqjM+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9O0p1hsLEoXV/ssSn0ORkV5jXcPePb6bp23q8MSj2+UCu3B7s58RfSxoT3Th3lZgUJwHqaO6l8sMPl46ismZy52NyoONvatKCF5LdW34A+XAr0os4eW71J4r2Vs4lfA96EubmWQ7FaQHs3SrEFhGyFoyQwHO7oau6fbhpODjHLf/Woeg0rktnpt3cgFo9uex5reg8OuyqZMKcemK1tHhBiCZw2D8wFaMmmMrZadmGcYJrCc9TeMTCgsjagpHM0m6pP7NeU73LDNbsFkgz9KS5AgQkc59ahSLcTnL6JLSMRozEt2rKMW5885rbliEn7xzk521QuVCsFXgHPPetU9DKSKN9olnd2sE8yzCTaQHjftuzyPxrf+FJs9P8AEd7aGebzp4P3Qcja+05b8en613mneFtMuNEtPNhJdoVLMHOSSKsaR4R0bR7lbuztyJ1DKru2SAx5rxZ3c2z2I1Y+xUSn8RMjw9DIDzHdI3868/inw78sFPODXo/jtN/hiXpxIh/WvM5RggD+6D+Naw2OVl4hzDhsYBwOKRIEkA3L0bPX3qKGQiQB2ZsdKswyb1yQAM9B+NMCE2v75iCRjtU0lmGTG9zk889OKmDBwr8hCoBHerCwbUXnjr19qTAxzaR27cIzZPUtVGeaXcfLiSNT3IzW9JFvAOcbSazL50ij/dpgk7RntzQBh3Msx/c7mJJOBnArE1OGKEdnbuTzWux8uRicljnmsO/YzyMDgYGaYGt8KrVL34jWDOgZYUll/IHH6kV9D6nYRarptxYzAbJkK/T0P51478EbBDrup3nGYLdYwP8AfY8/+OfrXuNZS3KPmrUrZ7bUJraT5JonZHH0OM1BAPJkY7m4+7g9q7n4haZFH4nkkXAMsayHHr0P8q4iWLyZiGw2DWq2JZrQSxsoAPynGMkZOanXy1lkQgBix61VW1Uxh0VAV+YZp027buY/OTuJHtTAmeBGDBkLD+HnpTktY02suSSuBxRCR8wOchiCB0P+FXIk2qhJyMdP8/WgCibZdqPyG9CaUpcRKU+8p5z+FaMgBWP5V5yB/wDXqJvlBA5+tAGHd27M7qM49PSqbKtu+EBLbTzmtm6bCpjq/U1lzR7pG5/hxQwPUvhKpGh6gfW7/wDZVr0LFcH8KYPK8O3fzZzdt/6Ctd7WL3KPMvEeryX15LBJMUtYXKrGO5XIy3rWEbt5lEFtEWY8BVGeK9Nk8J6PNdPcS2geSRstlmxnr0zV230ywsT/AKNaQxHpuRAD+dYuF2dkcRGEbRR57pfgXUL0iW+f7NGecEZf8q9A0rSbXSLUW9spC5yzHqx9TWhgenWirjBIwqVZT3HUYooqjIKKKKAP/9k=",
"path": "003337.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003338
|
Men Tshirts
|
{
"bytes": "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",
"path": "003338.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003339
|
Men Tshirts
|
{
"bytes": "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",
"path": "003339.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003340
|
Men Tshirts
|
{
"bytes": "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",
"path": "003340.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003341
|
Men Tshirts
|
{
"bytes": "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",
"path": "003341.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003342
|
Men Tshirts
|
{
"bytes": "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",
"path": "003342.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003343
|
Men Tshirts
|
{
"bytes": "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",
"path": "003343.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003344
|
Men Tshirts
|
{
"bytes": "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",
"path": "003344.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003345
|
Men Tshirts
|
{
"bytes": "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",
"path": "003345.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003346
|
Men Tshirts
|
{
"bytes": "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",
"path": "003346.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003347
|
Men Tshirts
|
{
"bytes": "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",
"path": "003347.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003348
|
Men Tshirts
|
{
"bytes": "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",
"path": "003348.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003349
|
Men Tshirts
|
{
"bytes": "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",
"path": "003349.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003350
|
Men Tshirts
|
{
"bytes": "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",
"path": "003350.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003351
|
Men Tshirts
|
{
"bytes": "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",
"path": "003351.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003352
|
Men Tshirts
|
{
"bytes": "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",
"path": "003352.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003353
|
Men Tshirts
|
{
"bytes": "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",
"path": "003353.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003354
|
Men Tshirts
|
{
"bytes": "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",
"path": "003354.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003355
|
Men Tshirts
|
{
"bytes": "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",
"path": "003355.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003356
|
Men Tshirts
|
{
"bytes": "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",
"path": "003356.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003357
|
Men Tshirts
|
{
"bytes": "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",
"path": "003357.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003358
|
Men Tshirts
|
{
"bytes": "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",
"path": "003358.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003359
|
Men Tshirts
|
{
"bytes": "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",
"path": "003359.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003360
|
Men Tshirts
|
{
"bytes": "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",
"path": "003360.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003361
|
Men Tshirts
|
{
"bytes": "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",
"path": "003361.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003362
|
Men Tshirts
|
{
"bytes": "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",
"path": "003362.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003363
|
Men Tshirts
|
{
"bytes": "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",
"path": "003363.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003364
|
Men Tshirts
|
{
"bytes": "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",
"path": "003364.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003365
|
Men Tshirts
|
{
"bytes": "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",
"path": "003365.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003366
|
Men Tshirts
|
{
"bytes": "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",
"path": "003366.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003367
|
Men Tshirts
|
{
"bytes": "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",
"path": "003367.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003368
|
Men Tshirts
|
{
"bytes": "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",
"path": "003368.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003369
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAF8AgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoorA8X+IE8M+HrjUiFaVfliVs4LH19sAn8KANmeeK2haaeVIokGWd2ChR7k1zmseP/AA5o0O6XVIJpCuVjgYOT+I4H418969441zXCi6nftNDuZ/IACoPTgVyhunki8oJhck4HPWlcdj3PUfjvCkwGnaUJosfM002059sDH61kr8a/EDXPnJZWJt88w7WyB/vZryRIS2ARt3dN3Q1dilm05QzAlOhOOUP+FFyrH034Q8eaf4rQxIhtr1V3NA7Z3DuVPeuur5J0fXZ7HUIpoXMUiNuR04wfUV754K+IVr4puDZSKIrxYg3B+VyOGx/P/wDVQmJo7qiiimSFFFFABVe6u7axgae7uIoIl5LyuFA/E1neJPEFr4b0iS9uD8x+SJB1d8HA/SvmXxD4qvvEN9JcazOJigVY404ROey/SgD6E1L4leGNOsvtP9oLc8gCKDlz74OOK4LU/jjcNcMmladbiHGFknYu2fXAwP1rxWebzJD6dBg8VLDbttEkLbm/unjP0NK5SR6zb/GHXoJle4NhcRk8x+UUwPZgT/KvSvDXxB0jxGUgV/s96y58iQ8N/ut0NfMM0SNC00cZR1+8AdrL+HcU61muEgW5ilcBG4KnDI3tSuNpH2VSV4d4L+LN2+oWlvq8pltpUEJbGWD5wG/x/OvcQcjIqiGhaKKKACiiigApjusaF3YKoGSWOAKhvr2302xnvbqQRwQoXdj2Ar5v8ceO9Q8Q6o9tNNs0pJGaO3X5SVxxuI6mgD3O78eeGbOOdn1e2kMIOVjbdkjsD0J/GuD1f45Qoyro+nCQfxNdPg/98r/jXhs9wrhRGuE6gDtRDAJQSr4YdjnH59qVykj1kfGHxEW8/fp4TORD5Bx9M7s13Hhr4q6Xq4jt9RC2Vy52qwYtGx9M9VPsfzr548kTIVeECdR64Le4IqO0MsgkVHJ2DLox6j1pXHZH2YrBlDKQQeQRTq+b/CnxQ1XSI7a0nnee1t5cOsnJMZ6jPt2NfQunX8Gqadb31uSYZ4xIhPXBqiWrFuiiigQUUUUAFFFZ2tanFo2jXV/KQBDGWAP8Tdh+JoAvM6oMuwUepOK8/wBX+L3h3TlmW2W4vpon8tljXaoP+8fp2zXi2u+I9a8QXX2rV9ScoG/dwxNhVB9AOB+NYFy1tu8tFIA4znJ+v1pXKUT1vV/jlcSIiaZp/wBnJHzSSkSnPtjArJi+K/im8TZb6hAHByQ1sNx/z7V5slr5jDY2ffFXbdfs8hWQDzU5G1v5HqKVyrI9a8P/ABfv4J1j8Q28UkBbBmgGGX3x3FewWl3Bf2kV1bSrLBKoZHU5BBr5Bvb/AO0IfnJwc5PDA/412vgf4j3fh5IrN5PNtfMB8s9Np649PWmmS0fSNFV7O7gv7OG7tnDwzIHRh3BqxTJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvnv4teIbjWNYm02Jz9ktG2hFPDkD5ifx/lX0C+7Y23G7Bxn1r5J1eea4uZJXkO+QkSYPLNnn6UmNIwZZjIyqVzgAZ71YgtCyl8kADPTrXonhf4dxXFtHdXx++MhBXYR/D3Qz1gcn/eNZOojdU2eFSySXWI40LY9RRP8AbI4lR1cHGDn+Idq+hbHwXo1hIXhthk9dxzU154b024GJLSI4/wBml7Qfsj5uRJ4sEocdQa2PDWr/ANneJ7C583yvLuUIkP8ACCeSfavYZ/C+norKIFKnjBFeMeJdMXTfEU0KD5FbKjHY1UZpsiUGkfX8Usc8SSxOrxuAyspyCD0IqWuO+GF19q+H2mZYsYlaI56/Kxx+mK7GtTEKKKKAPDvjbf8Am6pa2UV0wkjgO2PPyhiQW/4FtA/DNeMTzCZ1GBlRjpXf/EWXzPFmsLcgl0uW8s53YHGB+WPpUnhTwCuoWyXl45CtyEUdaiUkjSEbnAwWbsC+FAH1qeE3bOUs4GYd0I3CvcrfwFoceCLbLd+a17Lwxpentut7REPris/aG3sj51ms9RRsvbypn0UinW+lak6MYoZNrdQBwa+k59NtpFw8KMPdazZdLtYyTHCgPsKXtAdM+dEllsbnawIYMMjpzmvrnwprNnrvhyzvLOTcnlqjg/eVwOQfevmz4g6atr4g3xJ8rqGOPWvUPgPck6Vqtozf6uSNwufUEE/oK2i7owmrM9foooqiAooooA84+MGoR23hmC2a4MXmzhiq/wAQA43f7O4gn6V85XErBBBKQzq2SeuTXsnxmkP/AAkVvDMCYDZggbs4O5ucVw3hXwg2vyPPJIUtwcDA5NRKVjSEbnJQWrTMNoUVYXzo5AlvGxk6HbyG/CvbrT4f6IiLvgLsO5ate18IaPayCSOzQOO5FZ+0NVTPn6ez1PAd7SRPdUIqO307UZZS0UUm/oSB1r6YfT7cptMSEem2s6bSLNTlYEB9lpe0H7M+crmK5sJ8TIyuRyDX0d8HtetNT8Hw2SSEXdrnzY264J4I9u1eZ/E3So1htriNBvyVOPSpvghctb+M/IJIFxbSLj1xhv6VrCV1cxnGzsfRlFFFWZhRRRQAdq8O+MetXN1qttpkL7bSyYSTLkgSNgHn6D+te4182fERzc6xqsbYZftrqCOuQcY/lSY4q7ODmkF1ct5RTluFU4H0qaO3eJWklQqAenrXpPhn4cWn2WOa/BeRwDsHAFdhB4G0VBj7KCP9o5rF1DoVM8I3XFwN0Nu+B0dV5H1wOar3Ud3KwMkLrIP4gDX0tZaBp9lHsgtY1X0xRcaJYy5LW0f/AHzRzj9mfNa6VfshdreTp1I61U3PE6gD5lPAr6Rm0i1VCoiXGPSvB/F1j9j8QzwqMoG4+h5qozuzOcLI+hvhZr1vrXgy2SIOs1n+4mVzkg9cj2/wrua8K+BExj1bUrQMdr2wkxnjIYD+te61qZMKKKKBBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfJd/blNfnhbJMdy6/iGr60r5qubITfE28s3TCf2hJx7Ak1Mti4bnp2kfLp8K4wQorYiNcjc+IYNLuDAYpJCvXapIFWrLxro8zBGuBE/dZBjFctjrR1eahlYYNMgvIriISRMHU9weKwtT8X6Rp7mOa5Uyg42Lyadhl+4+6TXjHjRf+J9KSmSVDZ9q9Bn8VecoeGxuXhb+LZiuV8aQLLDZ6ig4k/dtn0IyKcNJET1R6V8GJd/gd0z9y7kH5hT/AFr0U15f8EWb/hGdQjP3VvMj8UX/AAr0811I5HuLRRRQI+a/ipbi3+IOoIBhXMcp+pUV3nhQ40G2B4+QVyvxfiA+ICjBImtov5kf0roZtUh0GGCDynkIQBUjGeBWFU6aWx18LcVYzxXGW/jvS0YJcGSBj2dCK6Ow1W31KEy2siyL6isjYuu3FUZ+hNY+r+MtO0uZ4JHaSdTgxxrk1myeI9Qu4hLbabLsPTzPlyKGgOP+IULtqETBflkU4b6dq6L4GSONc1SIgYa1Vj9Vf/7Kq3iKFtU8MTXDxGOaA79p6gg80nwbnWDxfcbmVFltWQZ7tuUgCtqT0OeqtT32iiitjAKKKKAPE/jnBtv9KuAOZIXjY+uGBH8zVf4c/LpTem7FbHxzXFhosvpNIv5qD/Ssnw/PDo3hSzuHVj5g3bVGSSTWNU3pHewmrSniuJh8dWEJH2qOaDPdkOK6DTPEFjqpxaTrIcZxWJ0I1mbiqc3Oaz9Z8S2OikLdyYdhkIoyTWCPFlxqMbPYafOyjozjA/Wi1wMv4hoz6csiruVXwfbPeuc+GTvbfEHSRgcysn4FDXYM0utWd1a3lqYXKdM5B9xXE+DH+y+NdIeQ7RFdL5jHsASCa1pPoY1UfUVFNVgyhgcgjIIp1bnMFFFFABXzj4tsz/wsu+hKkq17v2nuSAf619HV4ZrkaT/GW5jwrAOG47ERD9amexcNzt7TCxxj0ArUj6CuHbxbDZTskltP5SHBkCEitrT/ABbpN8VWK7Tef4Twa5rHWjo8iopGGMVDNdxwQGaRgsajJYniubuPHWjiUxRTGd/SMZoGbdyQI2NeIeNIiddnDId3XPtXpkviQucPZzrGf4yuMVy3jywDQW+pR9ciNvcHpTg7SImroPgozR+NJV5AezcY+jKa+g6+e/hArDx6p/h+yyZ59xivoSulHJLcKKKKYgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAIbgObeURnD7TtPvjivCNN0iaDxzb3Mg5ljeVz/td/wCde+e1efarai01yUhAFzlT3we361lUvozei1qjP1K0mVQ1rhWY/M23OBXPLot7cTzPeXMdwo/1I8gA/icV3MJVgAelPlSNIyQB061gn0OhLqZ+kJ9l01otoG3PSuWutCMjyyWzLDKclWEYbDZ75rq1JFu5weaSxAYsSOh70ky2tDmtNsNURoluLprjr5m5MD2xUfjSwMnh7y4lyySKQB78f1rtXKAcACsq52yyqjDILZIqk/euZtaWJfhvo8ulTsglJja33OB0LEjB+telVj6BaLBYiXZteXn8B0rXrogrI5Kkk5aC0UUVZB4Z8R9LuLjxj9rZSQs8UYP+wQMfrXSahaPJCz2+BNjAYjOK3/GNirNb3XlBucP+HQ1mwOGAyeDXLO6djthZpNHIHRLy4vg9xezyW4XmIoOv1x0rovD1u1gksTeuelbBWPYSAKpQgs8jKM88VLdzWMbaGHe6THeXkkhU8tkhTgn8apWfhee2b5Li5Zi4bfJITgemK6S2/wCPkg8VpO4VcGhS0sDjrcw9QslbSp7c8mSMqfyrA8EeHDBFaSuHF09wue2Oa6a+kyCB3rf8LWZZ/NZBsjGFP+1/+qnBX0M5PlvI63tRRRXWcIUUUUAeV/F/Tp9QjtQgJSKJ5F9mBGf0qHSLPd4bsFKjekCkZ9cV3fiuzF3pDsEDPHyB7Hg1y1myrEqgbQBgD0rmqXTZ107OKOXu9I1O5kjBv5UXd+8QRgqR7cVraLp/9n6iWUHYwOARyK6NFQr0Gapt893gdAKhu6NlEzdcsUv7vkchcZFYw8Kut3JNHLdYYYRDKdqH1rpJCRdjI71pghUGaFK1xuFzHtrNrW2UStvkAwSe9cdo/hpRrOqXEwYKrnysenXr+Nd1dyjacVP4dtDdXSLsBQnc59v88URV9CG0nd9DstLiaDS7WJydyRKpz9KudqBS12I4W7u4UUUUCEPSvILvSJLf4n3F0y4RzK2cdcgH+v6V7BXI+JYPL1W3uQo2vGUJ9xWdRaXNKT1scnq9nenctnN5CleCEzz/AIVnQaLMtvDLMY5bsHMjCEKP0rtolRx81R3aKqBQACTXPfSx1pdSHUFW40nymUMCOhrjbnQ79JQ+n3Qt239REPu/lXZTnEarzxVi0CtGGIBpp2ZTjpY56ysrxpyssjSw4HzSKAc96reMrIyeG5441yY8MAPauwfaBwAKx73bLmM8huDSvqS0cx4S0CSzsoLpZGS6MiZ29QcjivbhXKaDZLNcK5jwkWG/4F2rrK3pp7nPXa0iugtFFFamAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACdqxtf0n7db+dEQJogTz/ABD0rapjfcb6Gk0mtRptO6PPLaX1pL68CQNGNxYjHA6VQtroec8bHDKTU9xD9pX5ZGRhyCprje53Rl0M6LUNUSPyGERZsgOc9PcVc0y7eBWS5ffITncFwMVWeGaJlDXb/UqCfzqWOzYESyTyNj3AH8qGzRqy3NOSUMgYHg1b8PaWuo3UtxMf3URA24+8TzWLPcJHHgnAA4rsPBeW0RpSP9ZMxH04H9K0pxuznqzdtDogAAABgDtTqKK6TkCiiigCpf2aX9nJbydGHB9D2NcHJBNYXTW8+A6dcdD6GvRq4TxfMtvrcJOAHhGT75NZVUrXNqMnexWuLowx8KWyKwFn1O3d3SQeW5+VXXO38a2H8u4iCPhlNZ8liYVJWWYDPZzXMjti77sLR57S4Ms8skxf1GAPoK1xcCaMtjGPWsuCxjmGXaR19HYmrDSJDGVQYUUdQk7dSxaWv2/VLe23EB25I9Bya9DtreO1hWKMYVRxXn3hOY3HiVGH3Y43P6V6NXTSWlzirSd7C0UUVqYhRRRQBG8ayRlHAZWGCD3FcFqenS6Ve7SQYpCTG3t6H3r0CuW8bOIrK2lx92Ugn2xWdRJq5rSk1KxjG48uLcMn6Vgzz3/2tri3bYmPmRhkH/CtSKZJYcbgQRVSTTlQs0byKvYK54rlO6Lu9SvG14Zku55ncf8APNRhfb61tRXgnGMY4zWTDaCY4Mk7euXNWwsVopSNQvHahhJ22YtwS5CryScD616DpmnRabarFHknA3MepNeb285uNXtIU7zJn6bhXqw6V0Ul1OStJ7C0UUVsc4UUUUAJ1rP1ixF/YsgOHT50PuK0aSk1fQadndHA28uF56is7VNRuN8ZtU3MpyQ3QirUkqx6hcwgj5JWX8M1VuLRpX8yKV0OeQp4rjejO6DuV31G/ulwqxxbOu75ia17K7QRKpb5uhrIjjn8xk+04PtGBmrsNoYTveV2J7cAUGktOpozPgGq2n2jX+qRwggDlmJHQCori4VVJJrU8F5mv7ufsIwo/P8A+tVwjdmFSVldHWWtrHawLFGMAdT6n1qxRSV1bHG3cWiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAK17e22nWr3V5PHBBGMtJI2AK4q4+Lvg+O5W1S+mmkkYRqY7dyuTwOSBWB8btVjWx0/S0kPmlzcOoP8ACBtGfxJ/KvMPCvhWW+1CLVLp8WsUoaJc8yMDx9AKcrRjdjim3ZHpGqQSQMLqIZI6gdxTLPWY3YfNz0INdB9nWe32tzkVyep6C6TmSBijdeK4b9zsOkWaCUBnIqC9v44Y8HoK5Vm1WMbAgOOhwamg07UNQYC7fCZ5A70aFO5ZiuX1OfYgIiB+Zv6CvWPDEYi0C2AGAdx/U1wcOnx2dsFQADvXPaN4/vtF+Ib6VPcNJpUkyRmJ+kW4ABl9OTyOnWtqOrMKux7tRRRW5zhRRQelAHO+J/Fdn4at1edGlmcErEhAJA7knoK4BvEP/Ca20t4LUW3lN5KqH3E45znHvWf45vk1TxNeAOHijAhXByMAc4/EmneCLRLTSngDFiZWYk9ycV57rudRx6I9yeAjRwsKtvee77eQ2HVTbuIZyVZTwT3rdt76K4jBZgRVHWdFWcFlHPWufW01K1BSJty57ine25yWvsdlJexxRFkIINc9NqUl1ceTAuWPBPpVSGw1S6bEshWM9hXS6Zo0dpHkKN2OSaaYNW3NTwesNjqI82UKzRkAsQNzEjj616CDn6V4h4xMkenRiEAv56dfTpXefDvV5tS0WWC5kMklq4QOxySpGRk+3IrWlVXN7Nk1cI3R9uns7M7Wiiiuk4AooooAzNZ1i10PT3vLpjsXgKoyWPYCvN38cp4vu5tOjsfIjgXzAzPuY84xjGBVj4n36yX9nYLICI0aRlB6MeBn8M/nXJeD7KO21i9mDEmVQMdlGf8AGuGpXbqOmtj26OAjHBrENXk/wLxvH02ZoZCQmeGP8q2bLUo5027wRTtV0pLqEnHNcqdOvrKRvs7ZH900r23OVK+x2f2qJAShGRwawL/VyZdka7nJ6Cs5LfV52A37F78Vu6VoSwt5knzP6nmi/YGrblnw/ELe/tbi6dVJlVnZjgKM+pr1VXDruUggjgjvXkviBfK0i728nyWx+VT/AAr1m6MraXcOWRofMRc5CMMZA9jn9K0hVUZKL6hLCupRlVi/h6eR6tRRRXWecFFFFACVh6v4s0HQDs1PU4bd8Z2Elmx9Bk0virW49B0K4uy6ibaUhB/icjgf1/Cvn+HS38S6nuup2KBvNnYnLS+2fc1nOpyux2YbCe0hKpJ2SO/1WYi8e+iJMcjFhjuCcj+dPsNUSQYDA5q/JZrPabCO2K5W50+e1uS8Jx7etc1+5SXY69GhB3ZG7rVW91GKMHPGK5c3upBsLEu7pnJqzBpt7qDhrptq/wB1aV0U0ycXj6jMEhzs/ibFd/4OhWO3uSBjlV/If/Xrm7bTktYMIBVjSfFdvo2tRaVdJtiuyCk2ej5wAR6H1rWm9dTOUJSTUdT0WijtRXScYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFQXN1BZ273FzKkMMY3PI7YVR7mvOfEPxi0mxV4dGjN9cdBIwKxL7+rfp9aaTewHpMkiRIzyOqooyWY4AH1rz/AMTfFnRtHWSHTiNQulyMocRKfdu/4fnXjGu+L9Z1+Vn1C+kkTPESnai/RRxWAzlvpVqCW4F7XdbvNc1KfUb6UyXErZb0A7ADsAK2PB/iBLOdbO5kAtnbKMTwjf4GuV5II/CoEYxyFW6USipKzHF8ruj6TtCGjFPntlkHSvLvCHjtdPijsNVZjCvEdx1Kj0b1HvXqNjf2mpW/nWdzFPH/AHo2DAVxTpuJ1RmpFUWqqOQKdDBmTIGAKtOgBNKgCrUJFlW7IWIivF/FE6HxK0sQAlj2hm9SDkflXpfi7XotF013JBuZMrDH6n1+grxKW4aaZmZy0jMWZj3NdNGGvMYVZdD6o8G+LrTxZpIuI9sV3H8s8G7JU+o/2T6109fIGkT6pBfx3GkyTx3URyskJxt+p6Y9jXrqfEfxA2lrDcx2iXeAGnjUn8dp4z+ntRWq06e7NMNga+IfuR079D1PUdWsdKg828uUhXtuPJ+g6mvOvEHxHnnEkGlIYYiNpmcfMc+g7fzrirq9nvZmmuZpJpG6vI2TVZslSPWvMq4yctI6I+mweR0qXvVfef4FeWUpLkmtfRdU/s+6VicwOfm9vest41mQ/nW/4X8MSXJ+13n/AB69UjP8fufb+dc9NScvd3PRxkqUKLVTZncqI7mAMpDKwyCO9UmtAj+oqOS+gs7pYYnVeM7cjp9KvRSpdQ+YPXBr0D45xa16EPlcgAVc2iOLmmIq7qz9e1ZNOtMAgzvxGv8AX6U21FXY6dOVWahFas5jxReq9yIFPCfM39K3Phtrllp73cF3MkBuGVkd2wpIyMZ7da4C4laSRmZizMcknuaFfbEQDkVwxrNVOdH1Esvg8L7Bvfd+Z9LIwdQQQQeQRT68E0HxbrGissdtO0sI/wCWEvzL+HcfhXZXfxPc2QFvp5S6I5Mj5RfcY5P6V6MMXTau9D5ytkuJhPlh7y7/AOZ6FdXcFnC01xKkUS9WdsAVwmu/EiGANDo6CZ+nnyA7B9B1Nef6nrV9q0/mXt08zD7qnhV+ijgVQJJrlq42T0hoetg8hhD3q7u+3T/gjdQvJry5a6nkLSSMWZj3JqSwvntZ0uIjkg/MPUVBtDLsP0q9oPh641K9yrFLVD+8b19h71yR5pS03PZreypUmpfCehafdQ6hZpLGwKsPyPoajmswr5AqGZrXSY4ooSsWDtABx/8Arq3bXaXisvBKjOfWvRXmfGVEuZuGxGIwBwBmrcEeyPJpoVc9aZqF9FYWTzSthVHHqT6CntqyFFyaUd2c94qvFjg8lT88nH0Hc1neCNWttK8Spc3LbYSjRl+y57n24rE1K9kvLp55T8zHpn7o7CqsLbeQee4rhlWbnzLofU0cBGOGdKW8tz6Tt7mC7hWW3lSWNxlXRgQfxFT187aTr2paNL5ljdSRgnLR9Ub6qeK7b/hatz/Z21dORrzpuL4T646/hn8a9Cni4S+LRnz+JyTEU37nvI9PkljhjZ5HVEUZLMcAfjXHa38S9F0sNHbOb2cdouEB92/wzXkmt+JdY1iUm/uZCO0f3VH0HSsMkseTVSr/AMprQyhLWq7+SNvxV4uvvE92klyEjihBEUUedq56nnqfeqvh+/W11KGRmxG3yPnsD/8AXrLK/MKjU+W5K5I7isG23dnpKjBQ9mlZHutrh4h70y5sFk5xzXK+EfEsU0KWN3KFnXiN2PDj0+td0uGTNWtTwatOVKXLIx47JUPKip4osyADpVt4xk9qWNNvNNIzuRzYWOvMvGMobU4SrfOiHp9eK9F1G5S3t5JZWCoiliT6V5BqV417ey3DcbzwPQdhSkd2BpuU+boj6L8PanFq+hWl1HKJGaJfMx2cAbh+da3avmHT9e1DSLpbjT7yWB++xuD9R0P416f4a+LFvPtt9ciED9BcxDKH/eXqv4ZH0rojVT0Zy4nL6kG5Q1X4nqFJUFtdW95As9tNHNE4yrxsGB/EVYrU83YKKKKACiiigAooooAKKKKACiiigArD8S+JrDwxpbXl42WPEUKn5pG9B/U9ql8Ra7b+HdGn1C5IIjGETODI56KK+avEvii+8Sag13eSAtjaiLwsa+iiqjG4F3xX421XxPOftkuy2U5jto+EX6+p9zXKs26mglmOaK1QCH9aSnYpMUrANOevemvH5q9cEdDUlNIOeMDNADVkEa5c4Pp610/hHxrJ4ZjlhNlDNFPKHkbeVYDAHHrgVy5j+bcSSTUsUxhSRAAQ4walpNWY07O6PpVDHNEsqkFGAYHsQec15F4l+KN+L66s9HSFLZSY47gqWdu24Z469OKXUPF84+G1hYwSkXM+62lcH5gicfqCo/OuAZS2C2DgAD27VjCn1ZrOp0Q2bUbzUJS1xLJLOx2szEkk/jXS6b4WiiAkv5TI3XyozgD6n/CqHh/TBLeG8cfu4eg/vN2/LrXTrIVbBJwa5MZiZQfJB+p7mT5bCtF1ayuuhMvlQR+VAixoP4FGBSFsjPamy/c3jqvIqIuFbjlWGRXltt6s+qhBRVktBwb94PSpck1FGpJ3Gnk4BNIs2PDOmR6hfSPOMwwkHb/eJ7Gu9dGaArH8q4xgDtWH4UsTb6YpP35j5jfj0H5V1CqMcdK9KhDlifH5hiXVrPXRaI5K/wDD9nduslxv85GDLID8w/H09qV9as9CYQXYuDHIdwmEeVXtye1dNcRB14A3CsK/immtpoSkXzIVwxOOR3q5K2qOanJNpT1RX1rxXZaSskUJE93tyij7uT0ya4KfXhqM7yXEjC6I+44x+XbH0pi2nkTOki/vEYqfbHpTZrKGcYkjB9+4rgqVXN2kfVYXBQoR5oat9f62I0Dyc1ehtVC5diAeqjqaZbQuhC7g0a8kt1A+venPKRIW7H9KyOvfQsl0QbYxsB/Wo9+aQ4ljqHedofvnDfUUikrCu3I+tTZqFRvfPapaCi1pdkdQ1WK23EKwJcjsB/nFekW8CW8Cw2yqiKMACuS8H2eZJ7xup/dp7Adf8+1dzGgAAHWu/DwtG/c+VzXEudXkT0j+Zzeo6Lb36ul6C6sMDPb3HoarrcW/hyBJHFzPDt8vCpuYd8n2rrJY1ZCCBzWPcLMjlQqY9Sa2aPPjPo9UVLjxRpNtYwXnnF0nXdGqDLH1z6c1weo+Kjqd1/pxMOD+6T+D8D6/Wk1KwNvqs4lVcsxdQv3cE1XltopQVdAw9DXFUquT5WfTYPBUqcVVhq33IdzzSEjpUqxFFLc5HekhtjbDbCfk/utzj6GpiWbAK4HsawPSW2o1V4FOxinYoxSAQncu1gGHoRVaSzB5hGD/AHc9fpVsCkYYHFXGco7Gc6UZIx3BHODlT0/nUEssanKnd7LzW1JGl1wSFlHRv73sazmixlSMEdRXZCakrnn1ISi7Gf8AaLqSTyyBEn+zyx/HtXVWHjHWdOs47aK43LGMDzl3nHpk1zzxenUcirSuGtyhQNnue1aXOaVJS+JX9T3GxuE1Gwgu4/uzRq4/EVNJthhaR2CooyWJwAPeuW+HuoCbQ2tCfmtZCoyf4W5H9a4/x34sm1i8k0yylKadE21ypwZmHX/gI7VpdWueL9Wk6rguhW8Z+NJNRuDa6Zh7WM/OXH+tPt7Vy1tqqXjGMoYpgMlD0P0NIsA6AYAoe1DOsi/K6nIYVF09z1KdKdNJQenYsty4x6U8EimKD1PWngVB1JGppOv6nok3m6fdyQnPzKp+VvqvQ16NonxdYlIdZsxg8GeDt7lT/Q15PinA4q41JR2Oatg6VX4lqfU1ne22oWsdzaTJNDIMq6HINWDXzh4b8XX/AIbut1tJugY/vIHPyP8A4H3Fe+6LrFtrulw31o+UkHI7q3dT7iuuFRSPn8Xg5Yd90adFFFWcgUUUUAFFFFABRRXN+OdaOheEb+8RtszJ5UR/224H5cn8KEB458TPFba3rsttBJmysyYogDwz9Gf+g9hXnTfexU8jlmznvULDOfUcit7aAJ/H9RStwaaDmVfoac9IBetJQvNKRTATvRS4opgNppHJ4p+PSo3ynJFIBNzbMZO0McDsKdjPTrUSnfLsz26etaelWxl1OFGA2Kd7fQc/4VEpcsXJ9C6UHUmoLdux0dtbizsorYfeUZf3Y9alA3Da3foaCSzE9yadgFeTj0PpXzc5OUnJ9T9Fw9KNKmoR2QsTcFW+hqAD/R0P93K/kaeSQwJ4P3TSxKXtyDwdx/nUm4+LG2iVWfEaDLuQqj1J4pYgQMGug8M6Ubu/W8kX91Cflz3b1/Cqpx5pWObFV1RpOT/pnZafbmC1jT+6oWr5O0YFNRORjtUoQKOa9WKPiJO7K8snlqTjJrh/E/iH7DL9niKtOw4jByeehPoK6XxBrFvpFjJPKQWAwq92PYV5OGe4unupzunmbc7H+X4VjXqcqsj08twftpc0vhRYVncB3bMjHLH1NPX1BpFGQCPypyjMm0d684+s2Q9jshA7tyfp2qMdeelOmYGQ46DgULjHNBMe4kZ2OVPTtTSMmdcdGDD8RQ+VHqV5B9RSw5aSUdsLj3oLCDFSOdqk0kalWxWlpmmNqd6kOP3SkNIfb0/GnFOTsjKrVjSg5y2R1vhS1aDRbcyDDMC5H1Oa6NflX3qGKIIioo4A7VZCdzXqQjZWPh603Obk+pEzbRk9a5bxLraabD5jMqMxO0Hq30FdFqF3BZ27yzOqIoySTXkGqX7a1qkl64Plj5YVP8K//X61NafIjrwGFdepbohWupr12uJ+HbkD+6OwpR196RACnHYU48EGvNbu7s+vjFQiorZC0tGOKKRQUmeelKabnrQIXdimyttTcaYW+YCm3JyUX3yaAI9xL8dqfeRAqsqjnAD/AF7GkgUGRmPQVMMOuw9HG01pTlyswrQvEzCM0KcZHY1atLG5vrjyLaB5Ze6qOn1Pauw0vwAfll1OX38mI/zb/Cu5Js8qrXp0/iZyNjrdxo0d55DEG4hMROcbTnhvr1/OsWMF8vjrwv8AjXfeKfDenSGKDS4VW9U58mM8yD3Ht61yl3pV7pk4ivLdoXIyobHI9iOKb0MqVSFR8y3ZUCALxSgcU8rR0qTrsMxilApaSgVhaUEUykY7VzQJitxXa/DfxUdD1YWlzJiyumCvk8I3Zv6H2+lcOx4pYnw2auLcXc5q1ONSLhLqfWfXmlrkfh7rh1zwtA0rbri3PkSknk4HB/EYrrc9a7U7q58rUg4ScX0FooopkhRRRQAV5N8btQ8vTdMsFbmSRpmHsowP/QjXrNfPXxe1QX3i97dHylnGsPHr94/qf0qoLUDzzjmmMdrKR9KcemRTWQsuAeDz9K0AjH+vUj7pz+Bp7GoAx87kdQc+xqXNACg4p/aoxTge1NAPoFJS0wCmTH5OOtPPFRuMpQwGJGA5kwN1bnh/5ri4fn5Y8fmayVXFbegLhbtj3Cj9TXNi3ajI78sjzYqC8zVHWpO3of0NRjNSJ6fp2r54+/RFKP4Wyueh9Kdaybo19+afIBsOfyqDSYJru5FpCu6TcQM9APU00rkzkoLmk9DW07T5NQvBCgwvV2/uj/GvRrC1jtYEhjXaqjAxVLR9KjsLVUX5m6u+OWNbKrtGe1d1GnyLXc+SzDGvET0+Fbf5k64jTJxXNeIvF1lo0REkoMxHyRLyzfhVnW9U+x2EsmfuKSPevJhbma5kvLkmS4lO5mPOPYe1XVrcisgwOBeJk29kTXd/ea5efa7z5UX/AFcWeF9/rTCDnipiuBxSKvAz3NefKTk7s+ro0o0oqEFoPiP7tSAw4Oc1LGP3inHTmkiGIwD6U+I8Z/2TSNJ7MrE5apFxjnp6jtUfU5p6/l9KTCI2TKjJGV74/nTLZ8M653YOAfbtVggbTVCLIv2jRSS+NqjuelC1CTtqasMD3E6RRLudzgCvQdG0xNOtVQcseWb1NZ/h7RPscRlmwbhxz/sj0FdMiYA4rto0uXV7ny2ZY728uSHwr8SeJQq5rL1rxBZ6RbmW5mSNe249TVi7u/JibB4FeRaq51jV5by4YuikrCpPAUd/xrapVUEc2DwcsTOy2RJrHiC78STbQGisQeFPBk+vt7VUK4AUDipVTaBgUgH3j6V585ubuz6vD4eFCHLAdD0Iw2cjntj/ADipfvZ470kIAz9aePvMPeoOiwgFJjFPxTTSuAw0wnrTyaiY0xERbEgNLcN+8z6LUbnmml97DJ4HWmTcsoNkW0dT1+tKDhlHpTVYYye386ReWyaERI9X8Lafa2ujwzQxgNOokdj1YmruoxNPE0cU7wluN6AEj6ZpmgoU8PWAPXyVNTyxs+QK9WPwo+LqO9STfdmOtrpXh+1luPki7y3ErZdz6sx6/T8hXIeK57zV7GG9i06dLGIlhNIu0kHjO08ge5rupdPsTMt1dxpK8PKeZyE9wOmfeuZ8X+I3g09oYraV47kGMTFcIOOfqcUmtC8PJqomjzrqfel6imgc04Vme8hpGKZUh60w0AxpNJIMoPTNNbgVGZNowelBDkSsctgdBSdDQjZU+p60p65qiGeo/Bq+Kanf2Jb5ZIRKB7qcfyavZO9eDfCVmHjEAdDbyZ/Svee9ddL4T5zMFau33FooorQ4gooooAy9e1eLQ9Cu9SmxtgjLKp/iboo/E4r5T1C9lvb2a4nYtLK5dye5Jya9U+M3iVpbuHQbd/3cIEs+O7kfKPwHP415Cea1irIA3dqcOBTQO2PwoY7VwfwpgQSkeYp79KXNVpnw4PoamBJ6mkBID708GoxUiimA8UuKFp3SqAjbrTOTwO9PZh0FInrU3AfjgfdNdBoMJ+wzv2eQAfgP/r1gRxvNIkaDLudoHqa7G3tmsrKO2AX5M7jnqT1NcOPqJU+Tqz28jw8p1/adI/mxu0A9P0qVBTMYP3fyNSwq0sgjiVnc9FA5rxbXPs21FXZHNn7oBJPAHrXa+GNBXToGmlX/AEqcZc/3R2Aqvonh4wyrdXQBlH3E7L7/AFrsIYgozXXQpW1Z81mePVX93Ten5kkUQVaimkxwKkkkwOKzr25S2geV2wqqSSe1dJ40U2cj4vvRJPFZKc4/eP8A0H9fwrnVXvSzXL3t5Lcv1kbOPQdh+VScAV51WfNK59pgsP7Gio9epCwwMUgGZFX0GacfncD86jT55GYeuKg6yyFAH0oiGY2x6VCpOzrU6h44du0DdzknmmTJ6WK5QA//AFqeg5pCDnlfyNOQjIAzk9BjrSGtBZDha6DwroIaZdUuU+bpCp7D+9/hTdL8OyXMizXibYhyIz1b6+1dxbQBUXjGK6qNJ35meBmeYRkvZUn6v9CaCEKKWZwowKezhVqnNIACxrrPnznfFl/5GnGJWxJP8g+nc/lXEonGAMCr2u6h/aGsOVOYovkT+p/P+VVlA25rz68+aR9flmH9jRTe71I2GKYfugf3jT3bsOpqNuZto/hFZHollVAH/wBemr95qYM7yM0qdTmhjJKawxTg1Nc0hELcVA7U+RuaruaZLGuajQF5DjOB6U2WURoWP+TUttxGPWq2RmneRKoxyfy9KkjG5gKack1JDw4pIVTY9pt1ENnBGOiRqo/AUjseSDUUUwltYpM/KyKRj3FZuq6zb6ZavPPIqRoOWY4r1lsfEO7mSX0sMMbT3ciLBGNzFzgcdzXmfiLxUNfk+z2qEWcb7g7DBkPqB2FUPEHiG78TT7W3RWCHKxDjefVv8KoIoUYA4qJM9LC4Zpqch6rmnY4pYx7U9hxUHpogY1GxqR+tQMfegUmMduKrSMSOOtSOxquG3T47Lx+NUjnmy7EMIKeaE+6DSE80F7I9J+Dlt5viS7uD0itSPxZh/ga9uryP4LNHu1VSR5pEZA77fm/rXrlddL4T5vMHeu/kLRRRWhxhUF1cR2lpNcSnEcSM7H2AyanrJ8S232zw3qNt5pi82BkDgZwSMUAfK+qXkt7fz3Uzs7yuZGZjk5JzVMEYyePetvWvDOraO7PPbM8I/wCW0Y3J+fb8awCxByOK2Uk9htNbkxIA/rVaeTtQ8mB0/EVUkfJ4NJsRHM3ytVuI7kB9RXfeFvhuLnwVrHibWYZ4xDaSvYwONokIQkSHuRnp64zXB7doUDkYFJMB460/Pao160/NMB4bJ6U6Rtq1HHyabO2XCin0Acg3YJqQmgDaMd6a/TigDe8IabLqeuIkQyY1L5PQdsn869I/4Qx3GTeru/658fzrnPhTbsbjUrn+EIkefckn+lemsS/yJwO5rzsTCMp6nq4PF1aFPlpuxxP/AAiV0LsRmaIxj7zrnP5V01ho9vYRBYoxnux6n6mtSOJVXpTwAKxhSjHY1r46tWSU3oMjhCjJp7tgYFDPioC25q0OQRm9a4jxlqZIWxjP3zuf/dHb8TXXXlwsEDuTgKK8o1C9N7eTXR6OcL/ujpWFedo2PUyvD+1q8z2iJAcnr3qWSTnAqG24j3GnR/MxY9BXCfVjz+7iZu5GKdGmyPB7CmsN8iJ6cmpJDiNvekMdaRNPIkSqWZ2CgDqa65fCE0yhpbtFc9QqZA/GsXwrEZNatyBwm5z+A/8Ar16IWIXav3j39K6qNOMo3Z4WaY2pRqqFN20OKufCF3FKqRzwyBj7gj3rc0vw/b2CBivmS93Yfy9K24oQDk8n1qUKK3jSjF3R5FbMK9WPJKWhFFAByRUxIUYFIz4FQu+TitTjEZs5rnPFOqGx091jP72T5E+p7/gK35XCKc9q8y8S6j9t1V1B/dwfKP8Ae7/0rKrPlid2Aw/tqyT2WrMuLhsZqy77VAqpbfOxNS/6yXHavPPsESoMfOe1JACwLH+I5okyUwOrHFShdgx6CkVYZHy7U4cAmmQ9GNP/AITQAA0MflNNU8YozwRTEyrIx3VA5qWcYaoSaaIkVLoFosAdwf1q3B0qGVQAwb7uKlgVdoCFcegpvYiC1uWe2aEbBzQw45pqoWPoKSKkjXuvHGq2NnBZWdpC2IwBPIxP/jv/ANeuZup77VZxPqd087j7qnhV+gHFaF5GPLhb6iqoWu+E24o8V4SnCo5JEargYApduOlSbeM0qjPambJAvHelLUECo2NAyOTvVWRqmc9aqyNzTRlNjSe9VIuJG+pqw5OKqocysAOhqkc03qjUhOVxSOcGo4ZAg5GfxqTIY5IpGt7o7P4Y332LxpYmR9qThoceu4cfqBX0PXz94F0SR9Vs9VulKwRSq0SsPvnPX6fzr6BFdNF6Hg5i4uquXsLRRRWx54lYniSfZaRwDrI2T9BW3XLeJJM38adljH6mom7RLpq8kZQYKvIyCOeM1y2teFPD2qMXa1NtOf8AlpANmT7joa6bINMdN2cCuNNp3R2tJ7nkOq/D2eAM1lfRzKOiyKVP5jIrpPhx8JnvruDWdcMTWMbsUtRkmVlIwW7bc54749K6q408SZJXn2rZ0jxHLpFpDZyWgkt4htUx8MB/I/pXRCs9pMwqUv5UdB4uiEngvW41GM2E+AP9w18mONuB/sj+VfVl/rmlahod5CLpEaa3kTZJ8p5UjFfMF3pWox/M1hcqoAGfKbH8q6YSj3OflfYoCgk+tKsUrPsEUhbPQKc1fTw9rMjYTSrw/wDbFv8ACqukFmVITUS/PcE9hXaaV8OdXulD3jR2UZ7P8z/kP6muu0v4baPYkPKJLqTqWm6f98jj+dRKtFFqlJnk6Rsw3KjEeoBIpfstxMQIbeaQ/wCzGTX0JBYxwxiOFVRF6KFGKkZCgCl8D0HFR9Y8jVYfzOQ+Gdo1v4Xd3QrJNcuSGGCMYArtlQACoIjjIyDg1NvzXNN3lc0S5VYkziml6TOajepKsIzEnApCfLT3pRhetVLm4C5JOFXkmgaVzmvGWpeTZG2RsPL8v+P6VwTnIVB34rQ1jUjqeqSSgkxISqe/qaowL5lwP9muCtLmkfW5dQ9jSV92Wm+SIKO9PRcBV7nrTG+eUDsKkjwXJ9KxZ6SJI+rMe5pkx/dgetOHAAps/VRSA6rwTEDPcy8ZWNVH4n/61dsiAD3riPBkwS8ngJxvjDD6g/8A167cPXoUP4aPkc2v9alfy/IkzimlqbmmvWx5lhHf0poGwFjQAByTUNxNgYFBRl6/qK2WnSyE/Ng4FeXM7bGZzlmOSfUmug8W6p9r1AWcbZSLlyPXsK54jfIqepriryvKx9PlVD2dPne7LUI8u3z3xT4xhM9zSSdFQU9QN4X0rnZ66JEGJBn+EUrn5GNJ3J9aSTHl/WkMIeIzTz9w0kYxEOKc33KAIVODTv4jUWcPUopiK1wKqkYq7cDKiqbdqaM5DHjaUbF+8w2j602MSRYWVSrDrkfyqaGQRTRyt0jYMfoOa7HQ54LyBJgg8uQblVwDgGt6dPnTPMxeLlhpp2ujlIcuQEUsx7KMmte00DUbohjAYk/vScfp1rv7WKJRlI0X/dUCppVBFaLDpbs4auc1GrQjb8TzTX7BdPntoQxYGMsSe5zWOcdM11njSHAtJsdCyfyNckehNa2S0RvhajqUlKT1EPXFOHSmLyacTig6BCefemPwtSCoZTxQJleQ1WbrU7HJ+lQGmjnkRvWxZeEp7uYIJlhlZFciQHGGGR09jWQRkH6V7Hqmm/2fNod2q4W40+JWx/eRFH8sVpFaM4MXUcOWxy1l8Mr2Qgzajbov+yjMf6V1WneANH00rJKHvJhzmb7o/wCAjj881t2UnyCrxPy0HFKvUlo2Z5XbMmAAAwwBXo1edzcSK3oQa9DUhlBHQjNbUepxVug6iiitjETFcd4hJ/tV/ZV/lXY1zXiW0bel0o+Uja3se1RUV4mlJ+8c+GqVWqqeDTlfFctjquW+COaYYl9KjEnvTxJ70DD7PHnlQajeEE8D5al80UhkFKw7jILSFCMIvHTjmrgTA4NVtwHQ4qZZARzxTQMk8teKUDA4qIyqD1yaYZR9PxqhFgnHeqd55csZRiRnjKtginM6n1qpNBubJlxmgtWGWFhb2MjGGaeR3GCZZS/8+lacQLVlRWNtBcJO11cO6nIDSHaPw6VsIQtJomW9x5GKgdstUjvkGqFxdJCCzHpRsCVx9zOIkJJxXDeKtfKIbC2b99IPnYfwr/jVbX/GsSXAtrP9/MWC5B+RST69zXPSAvcyyNlmZiSTWNdygvU9PLcPCtUbevKNRQiADsKsWy7I2c9TUWwnAA61ZYYVV9a4Ln1KQsYwpY96miX5KYeAq1KOFqSwzlqY/Mn0p6dTTcfOaANDS7lrTU7aYHo4B+h4P869KTJbBryrkEEdR0r1GwuEubSG4U5EiBvx7/rXZhXdOJ87ndPWNT1X+Rb24FRSN2p7Pmqc86xk7jjFdex4K1HSyBFJNcr4i19dPtWKYad+I19/X6Uaz4gSLKISzf3R/X0rib+V7u986Xlto47CsKlVLRHq4PASqNSmtCum5i0khLSMdzE9zU1suZS56CmbflOBVhV8uHHrXC2fTxjbRDk+eQselSxDLFqjUbYvrU0Y+WpZoKx5ApsvQClHL0SD5xQA5fuAUOcJSgYWkf7lAmVGPzVYB4qqeXqypBpiI5ugqoRlTnrVyTrVQjDEU0TPYgPII9RXQ+E5D/ZcYJ5Riv65H8658jFb/hRTtuU7ZUj9a6sO90eNmkLwUux29vPiMZNXYpPMWs2KH93mrtoOAK6T55mP4ttPP0aRgPmiYSD6Dr+hrzlzk4FexX8Ky27RsPldSp/HivHjGUndG6oxU/gcVMj1ctneLh2HKNo6Uzq3WpDjFNUd+KR6QcAVVmPOKsu2AapOdzUEyGH7hNQnFTycRVXNNGEhMcHHXFfRXimwI8IaXIRmSzEQJ9ioU/rivn+wh+0anaQf89JkT82Ar6k160F3oF5bqOfKJUe45H8q3pK6Z5GZStKC9Tg9Pmyo5rVWQEVzti5AFakUp3AGoZy2LE6ZWu206Xz9Ot5D3QZ+vSuP270roPDc++xkgJ5hfj6Hn/GtKT1sY1Vpc3KKKK6DnCmSRpLG0cihkYYIPen0UAYk3hqzkJKNJGfY5H61kXfhm6hy0DCYeg4b8q7GlqXFMtTkjzSaCe3YrLG6EdmGKgaQgGvT2RWGGUMPQjNV302ykOXtICfeMVDplqt5HmL3ewElwAOpJ4FY934v0yzYrJqFuGHUB8/yrqfjJHFB8PZIoo0QSXMS4VQO5P8ASvm42o9Kao3D2z7Hqk/xQ0yD/V75yP7iHH5mq5+L8G0bNHmY/wDXUCvNxbKqgd+9SxxKMDFaKjEXtpHo8Pxb0+SVVu9OuLdT/ECHA/LmuntPFuh3sYeDULdge28Aj8DzXiTwq5OQMCqotUJOVFKVFdAVaS3PoZNUs5siKeFiBk4cVkX/AIg0a3ci61WCP1UTDP6c14mtgmcjI+nFOFnGh4jFL6v5l/WGuh6DrvjHQp9PuLTTxLNPIhRJELAKT33E1P4O8ei1todM1mRtiDbFdsSSB2D/AOP5152kQDdKkZeKtUUlYiVWTdz3q81qxtrI3L3kAhxneJAQfpjrXlXiTxZcatK8VszxWYOOOGf6+3tXMKBg8CpAflFEKMU7sJVpNWRLp8e/VLYY4Dg/lz/Suhxkk1i6Mu7Ut39yNm/TH9a3QK8zMJfvEvI+nyCFqUpd3+gsK5Yk9qkxmX2ApyjavvSLxub3rzz6FC9X+lSk8VGgPWpO/WpKFSkx81OU0nemJjuK2NG8QtpX7iYF7Vjnjqh9R/hWRUMvSqhNwd0ZVqMK0OSauj0tNUtZrbz4rmJo8Z3bhx9fSuS1fXzcyNFaP8neQd/pXLHGScVLEa3niJSVloedh8ppUp80nzdv66iyEtnOSSainA89gO3FTAAyqPcVE3Lk+prDoek1qNRcuPbk1M45VaI1wMnvSjmTPoKRaFbkgCpQcLUS5LZqQ/WpKFXrSsOaFpTTEwxxTZPu08dKZJ0oApt9+pYzUb9aWM/NTESP1NVW+/7Vaeqsg5pilsRPwa6Dwow827j74Vh+tc/L2PrWt4YfbrBUdGiOf0rpw71PKzGN6LPQLbm3ZD1q3bLjNUoGq/b11HzTQXh/d15TqcflateL0/esfz5r1O9YBDXmWugjWrr3bP6Ckzuy1/vGvIzTyaUAUg570vRak9kgmPGBVYcnmpZTk0wUGUnqRzdFFQdWqWblwPQVGo+amjKW5o6CQviTS2YgKLuIknsN4r6onI+yykjI2H+VfJKuY5N6n5l5Hse1fVulXQ1LQ7S66i4t0c/8CUH+tdNB7o8bNI+9GR5rYgFlU8GtLZtlA9KoLEYLl4z96Nyv5HFaYO5gfWs2c5bjwEq54dm2azLFnh4z+YP/AOuqg+5TtGfZ4hg4+8GH6UQfvIia91nbUUUV1nIFFFFABRRRQAUUUUAeZ/G2Tb4OtY8/fvV/RWNeAKu5vpXuXx0lxoulQ/37h2/Jcf1rxILshLY5NawWgEB5anKO9NPAzUidKsBG4U1EBUkh4xUajmkwJl6ClpARilHJ5pgAHJNNbFOxSN0oAiHANPH3aZ0Boz0pAa+hJ+8uZPRAv5n/AOtWzGuWA7d6ztCTFlM/96QD64H/ANetZRhCfU4rwca71mfb5NDlwkfO/wCYMePrSEYAFGPyFJ95+vFch6xIowKO9GaM0h3HrTuKjzTgaQCk1DIc09jUbGmIrtnNLGcUj8EYNNzhiKYFqP8A1ufQE/pUQHPHWpIWyrn0WljAyWx0GaZHVi/dHHbik6Ln1oxkfWkPJAzxSLHqMdKU9aQYApc0hjlNP4qMU4GkFxxNRSEkU4mo2NMRXfqaRThqWQcUwnGD60wJ2ORmq0lTK3HNQv160CZG3KZq/wCHW2a4mf4o2FZ+eGFWdJkEWr2rerbT+PFdFB++edjY3oyR6PC3IrTi4WsSB+B61sW7AoDXYfLsZecqa868RqBrMvuqn9K9Bum4bNee+JDnWZP9xP5UnsdeX/xn6f5GXgdqa5wtHNMkJqT2iux5pM0pHNJ1NBmyGQ/vDTUxupSfmJoXjmmjJ7jWOCa+l/h5cfafAWjvnJEHln6qSv8ASvmc/eNfQXwhuDN4EjjJz5FxLH+u7/2at6O55mZq9JPzM7UMLrd8B2nf+dWYDkCq+tKYvEd+h7y7h+IBqazORUy3OCPwov5wtR6W+PEFr6b8foacxwKhsjjW7M9/NX+dTH4kE/hZ6DRRRXacQUUUUAFFFFABRRRQB478cmLvokPp5rf+givHbggBVHavXfjW2dV0pf7tvI35sP8ACvHpTuYmt4/CIjPX2qRelR5GKeOFpgMfrSLQ1OH1xQA4UDvSA0A9e1ABQenekBpeKAGEdTTAe1THpxUOOTSYHVaQm3SYePvFm/X/AOtWhL8pVf7o/WmabFt0+1HYRA/1oY5ck9zXzdd3qSfmfoWBhy0IR7JfkNY8UgoJywp2ayOwDRzRRxQA7Jo3U2jIoACxppORSsQaZ2NAiNxkVG/UGpT0qKQflQJlq3GYXPqQKmYbYlHdjk020Qm34/vGln/1uOw4pkrVjCeM00c85oY5GKcDgUjQO1AzRRQAuTS54pvFFAAWNITmlJBpnegRG/IqJh8o9qmNRuDigTBG4602Xs1IOKVvuUxMiGM/Wmq5ikRx1RgR+FKOtNfofrWtL4kc1bWDPQLeUNtYfdbBH41vWjfu65DQp/N0+HJyV+Q/hXVWrYXrXcfKVI8ra7C3Zwted+IH3a1ce20f+OivQLxspj3rzTVpPN1i6bP/AC1IH4cUnsdOXr9435FYsKYx5pG46mkPNSes2MakB6n0FKwphHyt9KCGyHtQAcUEe9L2qiCL+M17h8FLhX8PX9uD80V1uI9mQY/ka8O/jr1b4I3W3V9WtM8SQxy4/wB1iP8A2YVpSfvHDj43oM6fxjF9n8RiXtNErfiOP6CoLJuQa2vH1vm0tLsL/q5DGx9mHH6iuf09sgVVRWZ5NJ3iaz/c61XsjnWrMZ/5bL/OpXIK1Dpg3a/aL/01B/rUR+JFS+FnotFFFdhxBRRRQAUUUUAFFFFAHh3xqnz4is4x/BaD9Wb/AArydsV6R8ZJd/jIp/ctox/M/wBa83PWt47IQzuKeTxTQOeKUng0wGHk0+mjFOoAKMcZ70ZoHSgBMYpe1NJpe1ABUXPNSg80RJvuI1H8TgfrUy2Kjq7HchfItI07iNV/Sqx4qzdt+9cDscVWr5mbu7n6NRjywSADvQeKBxRUmwZpaSjpQIKKM0ZoADTTSmm9BQIbn2qN6kprjigRoWo2WaMe+TVdjyTVhvktYF/6Zj9earZ5psUO4g5PFKeKKKRYUvakooAKKKXNACU3NO7U2gQ3v0pj+9PNNYUCIaCeMUEU1s0wGHg0jcgmhqXGYyfcVrT+JHNW+Fm74blIWaLPQhhXbWJ3IK8/8PvtvZF/vR/1rvtLYFB9K7T5vFq1RjLw7JdpzjrXmEj755Hz95ic/jXp2tt5ULTDqqMf0ry4AetDNsvXxP0AnNH1o70YxUnoDT9OKYwAyBUtRuMc0xMgNJS0hOKZBGevSu7+D9wYvHax54mtZVP4YP8ASuFPJrrfhZMIfiHp+7+NZU/ND/hVQ+JHNilejJeR714ntDeeHL2NRl1j8xfqvP8ASvP9MkDRg+terMoZSpGQRgivJraP7LqE9tn/AFUrJ+RxW9VdTwaD3RsO2EzTtAAl8SW/tub8gaayboT9Kn8IjfrrH+7E38xWMF7yNaj91neUUUV2HEFFFFABRRRQAUUUUAfOHxTuPP8AHOoYOQmyP8lFcI3tXU+OpfP8X6tJnIN1Jj8Dj+lcq3rXQthCdvrTiMLTe9OPSgBg4NPpKO1AAaB0ozRkUAB6UCkzRQAuKs6VH5ur2yHp5gY/hz/SqoNaGgpu1qD23H/x01nVdqcn5G2GXNWhF9WvzOlnbdIT71FzUkn3qjr5k/Roi0lLn2pBQMXn1oo5x6UnegYtFFLQIaaaeKeaYaBMaetNfJWnUqjJA9SBQJly5wCF/uqBVbmrF1/rW+tVyabCGwtFJn2o70igpaOaSgYtFApaBCHpTDTz9aaaBMYaTqKWgUCIccUw1L2zUTU0JkbUv/LBv94UjUo/1D/UGtaXxI56/wALLOly+TqMRPQnaefWvQdKf72O1eZI21g3cHOa9M0DbJB5gOd3NdyPAx0dVIZ4jJXTLxh/zyNeanINeo68gl027Q9425/CvL+uDSZWA+FidxRR34pD260jvAnmmnGKXqBSUAQlcGmnj61Kajbr0pkMiJ4rc8Dz+T440dzwPtKL+fH9awmHFT6XcNZataXS/ehmSQfgwNNbmFZXg0fXA6V5fqsf2bxZfr2Mu7/voA/1r1AV594ztvs2uRXYHy3EWD/vKf8AAiuqorxPm6L94chBiOfSrfg6MHVbx/SMAfif/rVnxEm2/CtnwfGFmvmx/cH86xp/Ejar8LOsooorqOQKKKKACiiigApkjiONnOcKMnFPqrfwyXGn3MEUgjkkiZEc/wAJIIBoA+Vtcu1vNVu7kZAmmeQBuoyxP9axycmtfV9LvrCRlubdwoON4GVP41jcdjXQybij1p3amHIpfm9KAHfrSUnI7Gk+b+6aAHGkxTdx/umgE9lNAx2MUUmT/dP50fN6D86ADFbHhuMtqEkmP9XETn6kCsf5vQfnVzTb+SwuGlVQyFcOueorKvFypyUdzpwdSFOvCc9kzqHzuNMAOec1nf8ACQWJ+8ZFPcbOlPXXtNPWZl+qGvn3Qqr7LPuY47DPaa+9F/afQ0u0+lUjrem4ybofkaibxBpa/wDLR2+iGkqNR/Zf3FvGYZbzX3o0tpo2nPSsk+JNOHRJj9Epn/CUacDzDOP+Af8A16r2FX+Vkf2hhf5195s4PpR26GshfE2lseso+sZqT+39Nxnz2H1Q0vY1P5WUsdhn9tfejQIPpQQfQ1mnxDpg/wCXhv8Avk0n/CQ6Z/z1k/74aj2NT+Vh9dw386+9Gjg46Gn2yFrqMEcbhWaNf00/8tX/AO+DTjrloFZrabMwGUBU8n0oVGo3blZM8bh1FvnX3o1pyS5PWoSCaz/+EhtG/wBaskbemNw/OlXX9OPWV1+qGm6FVP4WKnj8NJJqa+80MH0pdp9DVIa3ppGftX5g0x9f0tf+WrN9ENT7Kp/K/uNXjMMlfnX3o0NhzQVPpWUfEemjoszfRKYfE+nD/ljP/wB8f/XqvYVf5WZ/2hhf5195sbT6UoB9Kxx4n0tu0y/WOpBr+mkZEzD6oaXsan8rGsdhn9tfejRIOehpCDjpWcfEGmD/AJeG/wC+DTf+Eh0z/ntJ/wB8NR7Gp/Kx/XMN/OvvRo7T6Gm4OelUh4g0w9JZP++DThrenN/y3I+qml7Gp/K/uD65hn9tfeixg1GwNMGrWDdLpPxyKDf2j9LqI/8AAqXs5roUq9GW0196GMPelU/KV56Zz6YpvmwseJoz9GFRTXsMEMpEiNIF+VQc5NXTjJySSMMRWpwg5OSsSj0BBr1bw/Ztb6bCrrhioJH4V5n4M83VdY/fRII4QGyM8tnivXoflQD0Fd/K4uzPn8TiYVkvZ7GZq67rO4AGSY24/A15WOcV67cqfrzXi2pX8tlq97beXHtimdB1HGeP0oUHLYnC4qnQv7TqW8c9aQj3rI/tmb/nlH+ZprazIvWKL8zT9jM6/wC0sP3/AAZsY7ZFIceorGGuOTxbqfoxqQazJxm1H/ff/wBaj2M+wLMcP/N+DNEj3pjCqQ1bPW3I/wCBCnf2lGesbD8qXsp9h/XcO/tEze5pkb7JA3905/KoJL+PsjH8qijvW80MqhdvPPNUqU30MamMoxWkrn2HZXK3lhb3SHKzRLIPoQDXO+OrcPptrcf88rgAj2YY/wAK6OykSaygljACPGrKAMDBAI4rI8U+VLYx2rN87yK4UeinJNdMtjwIfGrHOqP9H6Y4rS8KSN/ad1GD8rRgke4P/wBeqbjbFirPhgqmtSgnDPEcD8RXPD4kdNXWLOzooorqOMKKKKACiiigAooooA8pu0XzZAV+XceD9ayp9G0y4JMun27n+95YB/Stu6X985H94/zqnJCxJODiu5HIzFPhnRTwdOhP5j+RqF/DPh89dPC/Rm/xre8plwcjHfNRvEScnacjvVWQrvuc+fCuhlvlt1x/vH/Goz4X0vtaLjsdx/xrceNFzhF+uar+STgqH4HY1VkLmkYp8O6X/wA+iD86q3Ph+zTISyU52sMZ6Zw1dA0LKMlzwehqndXX2ZlMkhO7IwT1pSirDjJ33Kdr4fsgm2W1hDA45Wr6eHdLYg/ZrcY/2akilJY+Xk5PftVtfPTkwEj1HNOyFdkMXhvSu9vbH1+WsHxpptjp2kwNbW8KO8uCyLg42k11Ucz55iI7Hiuf8cL5uiwNtI2zdx/smsqi91l037yPM5CM9OajIp78saYRxXIdQ3NJx6U6mk0gGsPSmHNP3YppagBvQ5od8qBSFsmomb5uaQDw+O1SAu3TimIy/WpQR9KAAIx6tU9tGftCc96jBWp7YqblBnqaYDpSCeRUJ5qacYkI9KixTAZSU6kJpAMIyOKb83rT91MLUANIpS42GkLVE7YIHakA7fjtTwzHoMUxGWpgwPagBNj/AN6nhPejK07K460wFAxSmkGPWloC4hH0qZOIHNRdaeP9SwPrQO7O9+GZXzbtj13KB+VemCdUYKTyeleX/DNGW5vJj9wbQPrzXSXniC0TxULCZ5UkjjDKQMoSeeffFc1RNydjuotciuddcAOn4V4p44tWtfFNyzLhJwsqnHXjB/UGvaFdZLYODwRXm3xMsg1laairco5gYeoPI/UH86KTsya8PdPOml7KOfWkWPPLGoMt2p6ozdScV0nEWAyAYGKXeB2NMVFHapMcdKYAr57GnHkUg+lLnjpQAcUsWN6j3pCcCmjhwfegD618C3j33gXRbh+XNoik+pUbf6Viz3ZvtQnvCfkLFY/ZRwP8fxq78Ovn+GmkBDgm3YA++5hWJaHbZp/dUVhUeh0YdXbZff5o8UzS5PJ1y1YnA37T+PFRW10swIB+6cVFKdkyyDqrA/kaxW9zecdGj0mio4pFliSRTlWUMD7GpK6zgCiviD/hO/GH/Q165/4MZv8A4qj/AITvxh/0Neuf+DGb/wCKoA+36K+IP+E78Yf9DXrn/gxm/wDiqP8AhO/F/wD0Neuf+DGb/wCKoA+36K+IP+E78X/9DXrn/gxl/wDiqP8AhO/GH/Q165/4MZv/AIqgD6VlQlj65pjRAAk8d6+Zf+Es8Rn/AJmDVf8AwMk/xpP+Eq8Rf9B/VP8AwMk/xrdVkZOmfS7RMUwFBFVJo8AnyyOPWvnP/hKvEX/Qe1T/AMDJP8aQ+KPEB667qZ/7e5P8apV12J9ke/SLhuAp57moZPMGSxCgfjXgh8R64eus6ifrdP8A40n/AAkGtD/mMah/4Ev/AI1X1hdhexfc9zkdwOZB+VYGvRPIsM8T5mhcdRkEHqK8qOv6yTk6vfk/9fL/AONN/tzV8Ef2rfYYFT/pD8g9utJ4hNbAqLTvc9302IpYwkssxKglhwT9a04y2eDgkZr52XXtYQYXVb5R7XDj+tP/AOEj1z/oM6j/AOBT/wCNP6wrbB7F33PpVV3H5kB9xXOePkRfDqFeCZ1HP0NeHjxNr46a5qQ+l3J/jUdxr+s3cYjudXv5kByFkuXYZ9cE1nKsmrWLjTaZsSHDGoyw9K583M56zyH/AIGa24MtbxEkklAST9KxNR5IxTDtp2M00p70ANOKaSO1O2c0cCkBGQc5xU76ZcppkWqAYgknaAZ7sqhj+jCoxknFena7oLWvwL8PXjR7H+3PM3qVlDAE/gq/pQB5ipBHK4NKGFNzk0YyaAJMjPNT2pBuY/XdVUKfWp7QEXcZ75poCzcnErfWq+72qa45kNQEcUwDIphK0uO1NK5pAIcU0kUuyjAWkBGQT2qzbaVPfWV/dwnC2MSyyZ7hnVAPzYVCTzXp/gbQXvfhR42ujDkyRIsbevlfvCPzxQB5cnoyjIp+RTXPzEDpRjNAEm4UoK1GFPrS7fWmBLkE04Y9ahHXFPHSgB5xThnyj9aYKsW9u9zLHboQGlcKCx4FAJXPSPh3a40RpscvIxz+n9KwdQjubnx5PcwRu0aSCNX2nazAAbQfr/KtXw/f32hWjaV9m85CSUm6Yz7fWuit7B7pYX37RG4Ykr1Irlckm2j0VTbjFPobzBorNFcjceuK8X8ceITq+pfZbds2dsxVMf8ALR+hb+gr0Lxt4i/snSSYiDcS5ji9iRy34D+leRafplzqX2n7KCXtraS4YjqERct+lXSj1McTPXlRRUtn7hqVS9Rxo8YXDZBGcGpt3qK3RyDwWxT1Y9xUIcU7fTAlJxRk+gqPdmnhh3oAXnvSrywHvSbqF++PSgD6h+Gl1HH8MNMmbhIIpN3/AAF2zWTbqbt4bZSU8+QLkdsnml8GL5PwZtdp5lD/APj0pzV7RbYy67aqBxGTIfYAf4kVhU1aR1ULKEpGe2m/2Bqq6buMqvH5quq4GCSPm9+O1PuyF471u+JIIn1i3mVj5qwlXHbbnI/rWNbWr6pqKwRnAJ5b0A6ms2rSsjaM7wUpHXeHLhrnR4i3WMmPPqB0rXqG1t4rO3SCFdsaDAFTHpXQtjgk022j4BooopiCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK37Y/6NF/uD+VYFXE1GaNFQJHhQAMg/wCNAGxScAVlf2rP/cj/ACP+NJ/ak/8Adj/I/wCNMDUOSeKTbWZ/ac39yP8AI/40HU5j/BH+R/xpAben2Mmoahb2cKlpbiVYkA7ljgfzr6d+IuiRN8KdQsIEG2ytkeIenlYP8ga+W9A8T3eg6zaarb29tNNas0kcc6sU3BTgkBgeM+tdtqPx68U6vpN5p9xp+jCG5heFykMobawIOD5nXmgDhDwxpwwRWYdRlP8AAn6/40f2hKP4E/X/ABoA1RU1sN11H9axf7Sm/uR/r/jTo9VnjcOqR5HqD/jTA3J/9YahJrLfWLhzkpF+AP8AjTf7Um/uR/kf8aANakrK/tSf+7H+R/xo/tSb+5H+R/xoA0zz0pNprM/tOb+5H+R/xo/tOb+5H+R/xoA0wozz0HWvqnwD4fSz+GNlpk0e1ru2Z5we5lBPP4ED8K+RYtTlEi5jiILcgg4P616en7RXi2NFRNM0MKoAAEE3AH/bWkBwV1C1tdSwP96J2Q/UHH9KYOaq6hrE93fXFw8cStLK8jBQcAsSTjJ6c1W/tCX+4n6/40AaoorL/tKb+5H+R/xo/tKb+5H+v+NAGqBTwBWR/ac39yP8j/jS/wBqTf3I/wAj/jTA18VYjne0lgni270bcNwyKwRqs4/gj/I/40p1edsZSLj2P+NAbHotp46WICS70/zbjP3kfCgewNGofEa+lj8uxto7cEcs/wA5/AdK84Oqzn+CP8j/AI03+0pj/BH+R/xqOSPY1deo1a5uX+pXupzLLeXEkzAYG7t9B0r1f4EaLHe3+tXlxCskAthakMODvOWH5L+teG/2jL/cT9f8a7Xwn8W9d8G6ZLYabY6XJHLKZHe4ikZicAdnA7elUZXuQ+MPD0nhbxNeaQ+SkEhMLH+OI8ofy4+oNYeOKv8Ai/x7qfjLVYL7ULWyhmWIRf6MjqCAxIzuY88muc/tKb+5H+v+NMDU2ClCelZf9qT/AN2P8j/jS/2pP/dj/I/40AamPSngVkf2rP8A3I/yP+NL/a0//POL8j/jQBsYp0f3gKxf7XuP7kf5H/GlGsXAOQkX5H/GgD68+HtnFP8ADHR7aVMpJb5YdOrE5q3cX2l+GXkRPMmu3UErnLY7ZPQCvnzSPjt4n0TSrPTLaw0hoLeJY0aSGUsR74kAz+FUL74u69qmoPezWWmLK5UsEjk2kgYHBc1E+6NaSTlyvY9sN/dSRy3d64aaU5wOijsB7Cuo8J6cYLH7ZKP3s4+XPZf/AK/+FfNbfFnXZJ4mkstMdVYHY0Um0+xG/pW0P2i/FyDaumaEAOn7iX/47UU073ZrXnZcqPqCivl//ho7xf8A9A3Q/wDvxN/8do/4aO8X/wDQN0P/AL8Tf/Ha1OU//9k=",
"path": "003369.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003370
|
Men Tshirts
|
{
"bytes": "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",
"path": "003370.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003371
|
Men Tshirts
|
{
"bytes": "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",
"path": "003371.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003372
|
Men Tshirts
|
{
"bytes": "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",
"path": "003372.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003373
|
Men Tshirts
|
{
"bytes": "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",
"path": "003373.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003374
|
Men Tshirts
|
{
"bytes": "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",
"path": "003374.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003375
|
Men Tshirts
|
{
"bytes": "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",
"path": "003375.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003376
|
Men Tshirts
|
{
"bytes": "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",
"path": "003376.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003377
|
Men Tshirts
|
{
"bytes": "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",
"path": "003377.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003378
|
Men Tshirts
|
{
"bytes": "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",
"path": "003378.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003379
|
Men Tshirts
|
{
"bytes": "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",
"path": "003379.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003380
|
Men Tshirts
|
{
"bytes": "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",
"path": "003380.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003381
|
Men Tshirts
|
{
"bytes": "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",
"path": "003381.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003382
|
Men Tshirts
|
{
"bytes": "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",
"path": "003382.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003383
|
Men Tshirts
|
{
"bytes": "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",
"path": "003383.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003384
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAGTAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKa+AhJ6Ac06msMqRQB414wil0vxtczbNqylJkYHAIIAb9Qa1o7sz2MjxHkr2re8e+HW1nSXubZM3lspZB3Ze4+vpXD+HbnNt5btk479vr/n1rlrRtqdlCd1YybeOOCbzLvzHIYk8cE+9aUOtut0La2iAdh0RBjn3NbN7psM0QMeVbbg9hWRBDFAdlwilxwNxxx61lGz3O6CRak1I2AeU2qxYUeaQnU/59Kzbq/wBPvoBKw8lyvDhTyPcdc1eaXTVDMfKUgf3smnWdrHdSibb8i9GPeiVkVKKtqZ+gS3Ed0FjMojz0YYBH0PSum1PUEtYssRnHGaefLV12ooCc9K5rXLkTSjkYFTH3pHPLRaFWKKTVdatrTBJuJ1Tk9upNe7IioFVBhV4A9BXjnw5RbzxYt04BjiRxGx7sR/hXswUV2U9jgrP3h2KKKK1MgpCODxmlooA5Dx/ambw0Z14e1lSVTjkc4P8AP9K5/RtRF5bjfgSodpGevvXol7Zw31lPaTLmOZCjfQ14vEZNG8QSWUg2yK/lsPTHf8e1c9aLaOihO2h03iHWns7RY4MrLIeD6VzqxXupQq19dtDExyFHVvpW5f2RvxC8eMjoT2rn7y0uVVomkkRHG0Ej7v0rmVtjuhFSZdOl6fIqra3CoyoVYzLuLDufrU0mn2ZRPs900Ui4VWYd/wClQWdrNDZeX5Vu+7kSMSDj04NMm05hMbhnWPK4CQEhR9R3NaONkbukrbEsesappt2I5MSR8A7uB9Qa622v/tloJQCuex61y9roDXcaSXdxIQvRS3GPpWwm2y04qpOTnvWTd9DnasynrmpeXGYkY7mODtrT+HUJkk1K93Eh3SMZHXAya4e9udrOzsfqa9R8D2f2Twtabhh5t0r5HcnpXTRVmctdnTgD0paKK6TkCkpaKAOJ+JMDP4cjuI+HtrhHDf3Qcqf1IrB0TUlvrZJGIEiHa4969C1bT01XS7qykA2zxlQT2PY/mBXimlzyaZrkllMvlyB9jo3Zhxj/AD/KuavC6udOHlZ2Ok8Va7JYWscFtkSy8hh2FcxHb3mpwrLqWoPFEeQg7/Suk1TTTeyJKvJC9e4rl7y0uZZFieeTAYHGADj0ya5YWeh3wpp6mk2gWUuDZXMbbY9r+exzg9SKsHQ7eNENnfBZUUYZhjJ/TirlvLB9kCtoQkfIO9sJx9RWfrFpLdnfBapp68cxMCwx+lacrsWqfkJD4m1TSrxLe6hWWMnGV4/LtXaWepx39osyZAIxg9c1w1roFzq21bq7kMUZ+X/9ddPZQpptm6hyQp4+lYyZnKNmR63qYs4XZW/eEYHHSpPhsr3Gq6resdwEaR7j2JJJ/lXGanetLcSGVjt5wT+demfDa0EPhKGdkCyXUrzN9DwP0FdVBWOXES0OzAGOlLikXoKWus4gooooAKKKKACiiigAooooAKKKKACjtRR2oAKKKKACiiigAooooAKKKKACiiigApDyKWmscD3oAa44Jx05rwfxWsvh/wAT6g8akQPMWAXjAbJx+te7knn1rzLxppyXesXKMobcFOO3TBrCq7I2oK8jP0DVYruzCSyAtj5dx5rVudGtb+0IlUkkcY4Ofwry2Y3OhzGMgiMf6qTH6H3rptD8XSscTHG3j5jXO4dUdak1ozVtvBdrbXHnSqzoB0reMECRgJhVA4AwKxpvFdrIxVJgcjkjsa5bV/EZW7KxSAo3fJGKOS43OyOo1rUUsox8y7scjNcVJcz63qhgtRtA++R0Ud/xrNE91rc3kxbiu7lyc7f8a9B8PaDHpdqu1QWPzEnr9TQ7U1oEbyNfwpZppt9Zoq4GdvpXpYJ4rzhZXt5o5wvMbBhz1xWhp3xP0K8bZcPJZShtuJV3DP1Fb4bmnF2OXFJJndUVBBcJcwLLE6vG4yGU5FTZNbvR2ZzjqKKKYDT05rgfiBokcloNZhXE9uQsmOrpnGT7gkfhXescA/SuW8R6zo5hm0afULf+0J0+W2By7Ec9O3Tv2qJLRlR0aOL0rXYZI41dgGJxgdq2rmBblSjrlW6EV5tqlrNo9+tzHn7OT83P3a6zR/FETiOO5ZBgZBX0rikuqO+M3Hcr6n/aOlNgWwlQ9JN2B+VWtEtb3UmW5vQFiXlY1HU+/rXTR3NpeRiQkFccDFQ3F7FaJuiACqv3QetD1iae1bHbGAOeFxgVg6zqMMULqZMMgOB61Wv/ABgqRv5YTjg5PSuRAu/EmobInY24Pzvjn6D1pKFtWQ5XdkaOlW763fI7KTBC2f8AfbHT6DvXtXh050eFc52MV/XNcRpun2+m2aRqAABjIHf0FdFpOtafp0f2e8vbe2Z3LRedIF3jAzgnjNaUZ3kZYiPu3Ot5o5qCK4jmjWSGRJUP8SMGH5ipdx9RXacQ+ikFLQA0ivNPiNoS25j8QWyASRsEuAP4h2c+/b8RXpRJGfXtWL4mgS48PXSNgrtz7Hmon8JcH7x57pGu290IowxLsvAHrVy8sUuuQoEg5zivN7lJ/D2srICfs5bjJIAb0Nd7o/ii2uU/0jbG6jkda4JQ1uj0Y1OVmVfahe6cfKaxldR/Fn5T+tS6bJqeqspa3EMHdueRXXJLaXSiXKlccDuKhuLuG0UumNgHK47e1PpY09qxsUfkqI1+6B1NZGs6jHDbSKXAKgkjvUF94xtYYiUj3cYzu4zXAXd5e+INRaG35BPzSL0UH1qVT6yIc7vQ0bSN9f1IQqSsSMDKw/Rf89q9y8JALpJh4+RsYHYYFcDoWjwaPYqgHz9WLdT7n3rRuvG1l4Ks/tN7bXE0E8ioDAASp2k5IP0q6VT37GVeHuHpwpa87sfjL4OvpUjOoSWrN2uISOfqM13UF3DdQpPbypLFIu5HRgQw9QR1r0Dzy1RSLnHPWloAKKKKACiiigAooooAKKKKACjtRR2oAKKKKACiiigAooooAKKKKACkJ4paD0oAaTjJrmPFvimDw1p5dsSXUgPlRepHc+wrpmGQa8N+Ik0knjG8jdyREqKgPYEA/wA63w1L2lSxnUk0jmdT8X6xq9/JJdX84UH5Qj7V/ACur8KztPpcLSOzn5gWY5J5NeV3DPDM0GC0m4/jmvUPDMf2OwghbkovP1708y5IQUEtTowak5XNTV9GjvYWIQHI5BHBrgrnw3JBO3kyyQknOCNw/CvV4ZFYDjFV7mzidt3lg/UV4anKJ6LinueSv4e1UHfFOSp7iM1atPB15cspuXkYdxnAr0+08m3lMRVVz0qS5eMSEAZx3AqvbSEqUTn9J0aDT1REjTI4wBXSRptX1z1qtAgEmWGM9KvMc8KuBjrWV7mqVtCpcNlcCvI9fRrTW5k6AnzY89ME/wBDXrNxwh55rzzxpYC4txOhxLE25T7HtXoYCt7OdmcmKp80dDpPh34sk0+9htLiQ/YLghcMeI2PQj8eDXtUZJAzXy7o+/8As2EvxJzj86+gfBmqnVdAhdzmWE+U5J64GR+hH5V6uMopJVI9Ty6ctWmdNSHpSikPSuE2Of8AFuur4c8M3epnG9E2xKf4nPC/4/hXzVpV5PP43027mcvLLcnzHJyWJBJr0342asxutO0pZDsRTcSKO5OVXP05ryvR8f8ACR6fI3ASYNz64NW4fu2wi/fR7Pc6fFfQFWQHjoeh+tee6toV3pk7tbB2jB4TuPpXptrKmxTuHNSXunw3kOGABPevH5nCR6ripI8tt/FGo2UPliGVHHHMZOaafFOozxmMQzszcfcIruP7AiR8ljgdq0Y/DmnFRKY93Hc8Vaqon2Z5lZaHfalITcZjhLZKjk/nXouiaVFYwqsaAYGBjtVz7PBCdsKKAOmKu2kYVCTxms5VHLQuMUhRGFALckVw3xLtHutAFwg3NaSiU5/ukYb9Dn8K7yQ5X2rE1WNJ4HjkAZHBVge4PWqpT5JJkzhzRaPDrLX9Q05g1nf3Nuw5HlyEfpXW6X8V/FsF3C0mpC4iQ5aOZB849CcZrjtc0mTR9Qkt3B8vJ8uT1HaodPBy7jjOOa9mFp2seVNOG59e6FrVvr+j22pWrfu513bT1U9CD9DWpmvI/gvrG+0vtGc/NERcQj2OAw/AhT/wKvRvEWptovhzUdSXk21u8i8fxAcfrWclZ2FF3R5l8S/i1LoV5LpGg+W15H8txdONwjP91R3I7n8K8l0fxPrGr+L9Mm1LUbm7YzgHzZCRggjpXP3jyXEkksrl5HYu7NySSc5q54VhabxNYhc/JJ5h9gKzm/dZrT+JHtuo6THqlo6soYkYwRXnN/p2oaPOxXzJEB4x1/GvW7I5jB7YpmoaTDexbhgPXlxqOLPTcE0eZReNrm2tgiuVcfKwINRSeNp5oDHl3ZhgYXkV2L+G1Em5tpGefl5rSh8G6aEEgBwecdq0VaPYn2Uu55dZafqOrTBQjxRM2SzdTXpPhvQYdMhCooEnr3J9a0l063s1CQqo960LGEKmT+dZ1KrlojSMIxHCDuxJx2rlfH+nnUvDFzFGv7yPEqD1ZcnH4jIrr5DgcVi6mcoRjPfmppvlkmOS5lY+cic/dPFerfB7xpeaXrdvodxKz6fenZGCf9VKfukegJ4I/GuB8T6S2ma26xr+4mO+PA6Z6j86isLqSxu4LmIlZYZFdSOxUj/AV68XzLQ8mcXGTufai4xxTqy9F1WLWNHtNShx5VzGsi/iOR+B4rUFUQFFFFABRRRQAUUUUAFFFFABR2oo7UAFFFFABRRRQAUUUUAFFFITxxQAUhJAyKYz7c5Nc3r3jrRdBBSa4E1z/DBD8zfj6U4xlJ2SFdHRSSBEZ3YBACSx4wK8J8c6vY6r4ia5sstGEETuR95hnke2KfrXxD1fXZHjjIs7QggRRnLN/vGuTmbEI46DFergsJKL55HPUqX0CW1ja4jnKjzAMZ9s12ukyB4VdOcAZrhop9wwTk1vaNqX2eZUkbCNxnsKyzPBOp78TpweIUPdZ6DbyJ5XualxnkE1n2sisoI6GtKNsgAD8a+YkmtD1k09URmBXPzL83Y4p4tiO1WU2D73FSPKjIQtRYq5QVNr+v1qVulKEO/OKa2TwaaQNmfecLjPWuS18CSLYOgHNdbfYRGJ/CuN1OUGLH8ch/Id67cJTdSqkjCvNQg2ZEYVIwo4A4Fdh4R8VDw7cFbhC1pOw8zaMlCB1A7jBrj2OF96QS5XGa+vnh1OmoM8DnfNzH0bYarZ6pAJ7K4jmj9VbOPqO1SXF9BaW7TXM0cMajLNIwAFfNtvqV7pN759hdSW8nqhxn6jvUWt6hqfiGbz7zUZpXByI5G/dj6DoK8upl84vTY3jVui78Ttbstb8VtPp8vmwRwJFvxwxGc/zrildlcOjbWQ5U+h6066WeCQiZWVz69CPY1XEmTwOO9Q6bjHlZUXrzHsvhbWY9W0pT8omTCyKexHf8a6aB2CkPwOxJrwzQtYk0XUVnUt5THbKBzlfpXsdjfx31ks0BVgyhgQchv8K8XE0HCR6tCqpKzNJisgK5zxTVhkRSgkYoexqqkUzSlv9WPQ81bguZbclJ4yy/wuK42jos0KtuU+bFWY1AXkGmtcLLtCAlT3FPX5VAppCI5iccCsm7wzEe1akrcGsq8YR455NUkBxfiGxgu2KTKpXHzE9h6158iRxEpExKhjtPqM13XjG7W2tVgU/v5+PcIOprhifT0r18HBqN2ebi5JvQ7P4baoNN8b2DucRzsbdueocYX9dtex/EyYR/DjW9zgboQq89WLDivnC3maCRJFYq6YZSD0IPWtfxF4s13xJai0v9TZ4DgrDtCo7AYzkd+/1repTbd0c0JLY4t/vV1HgWGIXk0nWTHfsK5l43SQo6FXHVTxj/GrOl6hLpV8lzHnAbDKO4rkqQbi0dFKajJXPebOU7QvatJJMcYzXOaLqEGo2UdzbyBkbsOoPofQ1vQuxxnHNeRNNPU9a6a0JZYy4OR1HWoY1uIkMQkDIfaroYsBwAKMAY7VAJlRIMNuOSatRDC4zTHnOQmCT7VLGAqkk5oQmxkxGysPUH568d615zwfT1rkfEmpxWFm0rn5c/iT6D61cU2xcySbZ574yvFmvlgTlkGSR29B+Vc2hG7I9qdPO9zcSTyH5pG3H2pI8Bue9evThyxR5lSfNJs+ifgtrMVz4SbTWmUz2k7BY88hGwwP0yT+Venhsjg18Z29zc2bieynkhlU5WSJirD8RXp3hD443loUtPEsX2iIEKLqIYkH+8vf6irMj6BHIpaxtG8SaX4htRcaXeRXEZ7KcMPqOorXQ5UZ60AOooooAKKKKACiiigAo7UUdqACiiigAoopCaACkY4FMLkfnXMeJvG2n+H7d08xJrzHyQI3JPv6CnCEpu0UJySOmkmEabnIA9zXH6/8RtJ0cNFC/wBruR/yzh5AP+03avJdb8VatrshN5dv5ef9VGdiD8O9YhJzwa9Ojlz3mzCdXsdRr3j3W9bDo832a2P/ACxtzx+LdTXJSuXJJOT3OafI3bA+npUZA6YHNenToQgrJGXNcfHJumiHYHH51aKGQbSMCqCfI6tjgHNafU5B+n0rdIzkZ7QNA2Qc1Zhlyu04qSSMPVfyCjUnG6sCfU6jQtYMTLbXL/ITiNz/AA+xruLO4G8IeGPBHavKoGLjB610ekeIVs5I7a/fKEgRyZyV+vtXgZll3N79M9PCYr7Mj0Hg5B604KuOBUUcivJuB3LjqOavL5e0NmvnJwcXZnpqSlsQAADng1Vdtrc5556VZeTdKcYx2qGdMoSTz9aIxb0QXtuZGpuggdmYBQMkk9K4G4m8+V5AdynhTV3xBqQ1C8Nrbvm1jb52zgOR/Ss0jC5zg9uK+oyvB+zXPLc8jGYjmfKiGc7VHNRK3yk0SsXfaakRMDpXt7nAQXJysZx3xUa9PSrM6ZgbA5U5qqCMUDRIcPHslAdP7rc1m3OhpLlrSQI3XY/TP17Voe/SngkYx1rnq0YzLUmjm5Yp7V9s8bRt2JHWt7wz4jm0Oby5Az2Tn50HVD/eAqwdroUdVZD1BGRVKXSo5EJtTtbsjHI/A9q87EYFyj5G1Os4ntGm6hBqFilxBIksTDiRDx9KvBUbHzAj0rwTQ/EWoeHb+SSAbU6S28n3ZPdh2PuK9N8G+MD4kv5LKe1S2mWPehVywcDr24r5+vhJQd0epTxCkrHaJGo9AKJFAAwaWTESckE0udyAdyK5EdPS5AyAjJ6YrmtauY7cNPM4SKMZYnsBWpreqW+jWL3NzKI4l445JPoPU15F4i8VXGvu0QQw2YPCHq3uf8K6aNCU5a7GFWsqaMzU9Qk1TUJLqUEb+ET+6o6CqDsFz705zgH1PQ1CQGPevajHlVjzJS5nck3Erz1xSnJUZPU9KavK4pWOAg96omw/csqhbhBIg6bjgr9DUM2l7xvtJCwH/LNuGH+NO75p6EqeCah00yr2I9I1vUPD12ZIMgNjzYn6P/8AX969a8PeM9N1cBBIIrgD5oZDhvqPWvLpTFcLi4Tdjo2fmH0NUJ9NkiXzbYmZQcjb95Pf/wDVXDWwl1dnTTxDifSELI8Qbt1p7IrY4xXhHhzx7q+gtJHMWvYCNqxTPtKn1Df0rt/DnxKXW9attOn08WzTkqsgl3fN6YxXnzw8o6nXGvGVj0IRKDximzBUizT0GEZmGMetQyYmgx78/wCfWudLWxt5lC4lLIwTgDgk/n+FeLeMNeXV9SMVtJm0t8rG46O3dv5gV0PxC8XpaJPoWnklv9XcShugPJQHufX06V5ml4jH51K+/au7D0re8zlxFXoif+XtUbzbelKWUrmMgioMEkmuw4x63ZB44HtTidxLHqe9RKuOcVL1GRQBoaXq99pF2l1Y3UtvMpGJImwfx9R7GvYPDXx0ljVIPENr5q8L9rthg/8AAk/wrxDPNPV8D9KAPsnR9f03XrNbrTL2K5jPUo3K+xHatZTkA18X6Xq9/o16t5pt3La3Cn78bYz9R0I+tey+E/jjHIY7XxPCIW4AvIVJU+7L2+ozQB7ZRVGx1Sy1O2FzY3UNxA3SSJwymrinIoAdRRRQAUdqKO1ABQaKQ5xxQAjHArO1TVrXSLJ7q8mWOJPxJ9gO5p+q6jBpWmz31w2IoV3NjqfYV4T4o8SXXiC9MkjFYQcRxA8KP6mujDYd1peRnUnym14n+JN3qYa209HtLcHl93zsPw6VwbytI5kZiWPXJzmlKf59KaV6f0r36OGhTjojlc2xME03bjkinqCScZpGGF5HNb2RNyMjJ7ZprLzmnseeMU0CgAx8tXUfIjPqgqoBnvRvmUKibAF6HGaAepe5J46VFNdQRcPIC391fmJ/AVAVeQYkkdvbOB+lIIlUYCgA9eMUxWGi6llbbHGYkP8AG/DflzirEKLFkgHcwOWPJNRMMrtIPsau6dcm2uYbjyhIYZFkCHocHpUyWg72JnS901494ubUupaM4ZMj+R/WvQ/D2oSX+jQyu+6RRsdie4rh9T1IX9qluvnEeebhmmYEqx42jHbHUnqa2fBN35ZvLRj6SL/I/wBK8XMsNz0edrU7cHWaqWbO4jBC5OK5bxh4hWygbTbdwbmUfvWB/wBWp7fWrviDXxo1grKA1zKCIkPb1Y+wry69vhErXV27SPI2QDyXb2rhyzAuT55bHTi8T9lFS+e5iESWtwYXySeM7h2H0pkWtX0Zxd2wlX/npB1/75pkSzzStPccyP0Tsg9KsCD1r6FR10PMdnuWraeG7HmRODjqO4+oq8AcY6fhWT5CEglefUcH8xTmhBXlmx6bjW6vYixoyuNpH+yQeKoIMrxVYW6RtlVwfrVqJsDAxTFsOIOO1ADdccU7G7qP1p3G3gGgYzPFOX5hg0m00gzmlYBbizt78KJfklXhZl7ex9qpaVPceGfEdlduCNjgl8/eUnB+vFXi2O3/ANanuILu3NvcLmM9G7ofUVwYrCqpF2NadWzPZS4nZWU5RgGB9u1GoajaaRYPeXsyxW8Y5c/0Hc+1YmhanDb+Fre4u7hAlrERNJ6Be/5YrybxZ4suNfvTPMxWzjb/AEaDsPQ4/vH17V8xHDP2lmevKuuRNE3i7xNL4k1PzhujtIciCIn7o9T7n9K5IXlwo+eJXTqMHtQVmuH3Sttj6hR6VOI+MYAFenCHKrI4JSu7sWO7jnyPmVh2bipVHze1QNCrYyOnT2qRC6YDjcPUdfyq1fqR6EmMHGeKa/3gCegpfMQ9Tt+oxUZO9iwHy9OKoB6np1p44FMAA6GnbgOKAHg05WIOVJB9QajHTFKP0oAklto78AuSswBG5R98e/v71mwzyWGox3Ee+N7d1dd3UEGtBTjpU0kFvqCBZmCTZ+WbHU+jDv8AWuerSutDSFSzPcre/W/hhnVsrKgcY6DIzXK+P/Gq+H7E6fYyg6nKvUf8sFP8R9/QVm2XixPDHgi2acLJqEYMEMWch2U8N7rg15Lc3M9/dy3Vw5klkYs7N1Y15dPDtTbZ3VK65UkRM7zNvdmOTuBPUk0gTnoKlA7k5PvSjrXZY43qRbNvKjFPyRztp1IaYCDJ54pR9aSl4oAXvS5pOKM0APzTg5HTr6io80A0xnTeEvF+oeENTW8s33Rn/W27H5JV9CPX3r6Z8K+MNK8Wactxp0wEqgebbucPEfQj+tfIanDZBwR+laWk6xe6Pfx3ljcvBPHyrI2Pw9x6g0gPs1Tkc06vOPh78SIfFUH2K78uHVUXIQfKs4HdfQjuP6V6KpyOTk0CHUdqKO1ABTWPFOqre3UdnZy3MpxHEhdj7AZotfQTPN/itrnl20WjxMcuPMlwen90f1/KvLFfeue5PP1q74g1WXV9VnvZSd0jkgHsPT8sVlxsEfJ6HrX0WCpezgcc5XZYAxTfwp+MEcc4zTARxnrziu0gTO3nv9ajkOc8frQzDcPU0oJOOaQEZQ9KcFx2qUClYDrinYCMDHSlUHnJ496WkPXNACjhvWn5GOlMXilJNAC7N/U4p8S+WxXcCCOopoyenFOAww6n3oET8FTk9eT9a0dBuks9cgeV9kTBg7e2M/0rMLsrnPTFVZJDJgZGOp9qzrQU42Y4Nxlcu65q/wDaF/NqE5Kw/ciTvtHRfrWGInuLgTz4LgYRB0jHpT483dx57KfJX/VAjr/tGrqJhcAY561NKkopRjsVKd3ciSLb61IAO+KdtPFGCO1bEjPyoIBp2KCMHpQAzbznFLgZ7Gn4BHf8qTGO/FABg9iBS8juKMA9qaSF470APDe2adjNRhjge/SpA3TIzQAhHY00Hb1qTGckD6VC5y2PSpaGSX7zzeHLi3iZiFPmsg/5a47GuPWJmYSv80h6H+79K7S0l2yDjgdqwtSs/s2oSKvEbDcn0P8AhXl4qkk7o1hPSzM9UKrzzTgoFPAOaMACuYdxMc0pFLSjFAyJlzz1+tNAIxgcVMwzUeOaB3EPrilxkZFAGO2acPpQK4mMUu00oHrUnHoOKAG7cU3eVP0qQHPFRScNx1NDGmS3EJ1KxeBuXRd0RPY+lc4ARxjn+VdLbv5bgg981m6vb/Z7wyqo8ub5xjse4rnqw6ouL6GcCKMij9fekHWuc0FBpCaDSGgAzQDmkpAOeaAHUpPFNoPNADxQPemg+lOBOaAHY5pwOetMBpQaYF/Tr+40+9gubWVopoXDo69QQeDX1t4U12PxF4bsdTjIzLGPMA/hccMPbkdPcV8eITuzXtHwO8S+Vd3Xh+eQCOfM9vns4HzD8Rz+FID3hTkZpe1NT7o+lO7UANJIrg/ifq/2Lw8LFWxLdtjA/ujk/riu7bp+NeIfFHUjdeJmt1b5LWMIP948n+YrfCQ56pnUdonCysWc5OaYM4z6UH5jSjpivpIKxyE8LnA3feFD4EmT7iohwqsvLY6USsCuR7GrEMClmHPRcU9clmb+HoKa8irDkfepw+SNU9MZ+tAixEflP60j88dhSqQFAH3jSlD7c0wI9vHNGOakKHpS7MdqAIwPrTvzp54HagfWgBqrmhhwetSsfpUDNgHIzTAfK26IN0OOKosjNEFZTsduW7fTP9KtTHbAi9Cccd6bG5kh8qNSEdwzFjxxwMCokA5QAg+v6elPByDT2XG3BFMUH1qhB/nrTTkj/wCvT8UnP4UDGrkdqME9qXHvSgNjoMUAMJxjtTwDjOaQ8UNt96AAjdwSB+FMk7PjOBinbwCOeKJhmE4NAxpyIkPoaco3KWJ6Gqyzf6OmeSSRUyt+6Iz1OKVxkgYLGT37VDj5sfnT3YBgvoOKYrcfWjcB8bYbim6vB59ik6/ehOD/ALpoXrxVyJVnheFukikYrnrQ5ojWhy2DQF7YpwypKsOQSD+FKCSTmvKasajcDGO9G30NKCR2oIz0pAN6jpTSuCOD+VSgc9Ka3TFADDwMD8KToelP44GBTRgoc8UDF9aUH5c1CkmWKEfSnK2UpXAkBwBTXHPPU0MwCjPIU0Z3YJ60bgCnBHrVi7g+2aW4AzLF86f1FVwcVctJArrnueaUldWKWjucseBnOabnNWr+D7LezxKOA2U+h6VVPU4rhkrM1TuGKTmlpM80DCkPWlpcUAJnNFFBoAXI7Ucg02k3En8aAJM45ozmm55x7Uq96AJFOK1dE1KbSdWtNQtmKy28qupx3Bzj6dRWQDzUyMQQRQM+0NM1CHUtKtb63IMNxEsq89iM4/DpV4dOa8u+CmtnUPCk2myvmSxk+Uf9M3yR+ua9QXpQIR/u183+K7k3XiXU5cghrmTB+hwP0xX0g/3a+Xb9i95MSckuc135cvfbMK2xVA608Lnp1pgJBI9akTg7T1Fe9HY5hoPz4HB6imyHHzKPkYHI9DSzDkYO0k8H+6arPMRuOMZ4dT2PrQ2CEUhyq9RmrDNgD1zWdDMqORyQTxVpCXcnPepjK5TRajJaQVbDc9aqL6A9KnQAHqa0RDJ93GKQt8wABpAVBwBmnDjkimITBJxjFAPy4pGY5zSA9qAFJ461G/3Gx1xTy2c4/lTW/wBW3HOKAKswMkxdjwgwPrVqCNUXhRVcqXk4HG6rfzKoGR61Nhiv1BAHpTV64xSvnAOaRM8+tUIXoOnej6UuPejsckUAJtzyRRwf4cUHp98U08cZ5pDAjJHb8aGPbNISc9KYW9aAEmGY846elAO5SA3X1pCwIIBqAEq+M89qTYyIY2sM42vnipgwwAM881TdvvMOhwamVtoznLGoUtR2J87pHI6D5R9e9PHCk1En7tPXj8zUueijtyapMBR1q1asBIvPOarA8bjT4evXHeonqBk6kgi1Ocdt24fjVYNzWlraD7Yr/wB+MfpWaVwc815M1q0arYXnPFKO/tTWO7vS5I7Csxi8ZpGPWkzmmMx9qAGgksaZIcwt7U49RiggYPoaOhSK+799ER0IqdTnp61WUH5FPVGxUyttPHfpUIoc45wOmamXGMmoVwxqUNnp0q0SwIFSRE7hUZ6inIcEGkBW8QR/vbecfxoVJ9x/9Y1j+9b+tANpkLf3J+foRiuf7Vx1F7xtDYWk4zxRniioGLiiikoAKQ0tJ3oAbk9KEPBz60EnOaQHgmgB470/FNXpin9qAAVItR96epoGj1D4Kao1n41FoWwl7A8f1YfMv8jX0gOBjrXyH4Kvv7P8YaRdZ4ju4y30LYP6E19eL0oEV7yb7PZTTYz5aFsfQV8wXb75PN6biSa+kPE8zW/hnUpVbDLbuQffaa+a5W35BHT/ACa9PLVq2c9ZiH5hmlwWHOAw70yLglTz6U5lzgg4PY17aMBHJb5SMZ+8PUVTmTPBPz9A394elXsAqQwP9R71FIvyYPzVMkCMViYJd7Dp1FaVvMsi7ojwapXcZwQQfx9KbpKhFcCQFd2QmeVrBS5ZWNGro2ozjnirCtmqyMCDjtUoYcdTxXRFmTLCsDz6UpIyKSMcc8ClOBVCFPOKTrTc5IpQcdKYhSMevNJnj3xQzEgioiDmkMdsOcqQM0KGH8SntQdyvgMQMelKN/8Aez+FMQvORnBz6UseOfWkww5JHHtTFY7iKAJc0Z7CmHdg0q5JGcUDHnHtioyRzyKX6mmMx6cflSGKetRucd6XIJprGgBh+8OM1FJ1BHVTmnsflNV55FRd2cYODWc3pcaKxbDsjjiNjkj0qaBt2XJxn+VVA/nu79i2frVhdzEADGazjqUWlfJ/2RUitkHHU1Gqcf7I/WpIx/Eeg6VqiSYnotORsEZNRICTuNSJkvQ0BX1wAG2b1Qj9ayt2eh61sayP9Htj1OWB/LNY5PPFeRW0mzWOwpozximHr1pc1kMCaY2PrSnpTWPQUDQ0uQeKTzCflIppNITxmpbGRuf3yemc08n58DnHFRO/IxTovlGSck9am+pZOvy08Hniosd6kUkHPGB0qySU8t9KRetCjjJpVG3BpiHakN2jSHGSHU59Oa5yulvOdFufov8A6EP8a5rORXJV+I1hsLRQKQmsihaaTS0hFABmmk80pppFABnHWkBz+eaaxwRnpTqAJA2e1PBzUYJB57VIvNADhjilHBpMn8BSgjtQMuWMxhuY5F+8jBh+GTX2hBKJ7aOUdHQN+Yr4qg4YfU4/KvsrQ33+H9NfOS1pEc/8AFAGH8RbgW/gm+ySGk2RqR6lh/8AXr59d/m3dsmvavi3eeVoFta55muN2PUKM/zIrxPAxg9a9jLo2hc5Kz1sD4B+XJ75qVXBUEd6jTgFTSICp46GvWiZFgYP/wBemSD5T6elPDZXkUyX7px6UMVzKvGwOMis62iJuzKvG3Gfer12SW56io9PAZG3DjNcsleZqtjUVwRkcZqWInOT0quhUEhc8eoqVSOeTW8TNlzeoHWgPzVZW5qdTxkVoId0p244pm4YpQcqOKBClj0zQBk80mM80o49aAAkFjT1HGSfyqMnnpxSq+OnSgB0nQDrimIeaVjkcHimDgmmBJRkZpoNIODSARjg00tilJBNIcE0DDPGaYWye9DVGWPQ0mxiO35Vkao0j+XGmdpb5q0JZMHFZ88rPIq7QFz1Nc1TVFokhURoOOBV2FWbOR9fYVUjUkj0FaEQFXTWgmSqnygdh0pWGSFHXvS7sduKdGNoz3rYkVsKoUUqYVT70xQWbPYUudxAH1pMBNVG7Tkb0k/pisQc5reugJNLnBHKruH4Vz+T1rysSrTNY7Cn0NGaaeTTScHGawKSHZxUbHnqKOBTTUtjsIQahnkCLzUpb3qpc4I55xUyZQi8nJ6n9KtIBiq0XIzirkY4pR7jF5yF7mpFXPAHApqjJ9z3qcfKmB3rQhi5yQB90UhOSMUfcTHc0mNuKAJLvP8AY10Mc4B/UH+lcyDxXUyAyabdrnGY2/lXLdq5K25pDYUGjPNJR3rIsdmjNJQTQAhprdKcajY8UAMY7m9qeo70xOtTL04oAXHrTgewpBTwuDQAc08cDGKaOCaUdaYE0JxKB15/z/OvsHwhKJ/BeiyDvYxf+gAV8eRN+8X1Bz/KvrH4bXAn+G+iODkrbbTn/ZJH9KQzivi1LJPrNrbAjZDBuxnuxP8AQCvNXjdOqn8K774jvu8W3IyDhEA9vlGRXHNj1wfQ19DgopUkcNR+8ZwBLccH3p5Ug5P3T1FWyqt95AffpUZhAP7tjj0NdqRFyEfLznI9aSVuODxTzC+eFGPQGopPl65B9CKGBk3pIyc0WDYhBxnPNLeRblJQjnqKdp5AgAxz0IPWud/GavYtKWkY8YFSnsBSfNngcGlRQSc1qjMlTFTDGMCol+6TTwcVaESYAGKCTgcUhPejJPemA7JpR9aRffrR+FMQetAB60i8mlOe3FACMeKaAT1pTz1PNJyKQDhignv/AFpAR27daMZGc0ANY+tNY5FK5NNB5waBojIOSajY4Yc1MxqKT8KiQyKVQ31rPul+Uf7JBq+Sc1UumBTA6k1jK1ikPixxzV6M4XNUIWBwcVdT5iOwq4bCe5OnzcnoKlb7u1epqMZxt6Y5NSoP4j+taiB1CRheppqjHPelIaQ9+PSpEgY/eIH05qWK46DDq8bDhlKn8a53btJUnpmuqt1VCBjr3Nc1dr5d1Oo/vsP1rz8WtTWDK7AZzUZxnAqQnmkIH41wljKYRTz16U2mUV3zULKdpzVtsGq8hwDUMaEh5UVaHTFVIPu1aTp70RBliIfn2qU9gaiToD0qTaSAM/WtESwBy27HA6UE5PSnkADGOlRnrxQwRbtcMTGf4wV/MGuSxjg8EHFdRbsVlU9cNWDqcax6ncIvQPn6Z5rnrouDKvagdaXFIa5zQM0Gk7UUABqNhk088UhoAYvUipVFQj75qZelAD6AfWgU4CgBRzS0YxSZpgSR/fH1r6a+C139q+HkMbMCYLiWPHoM7v8A2avmRBwK99+Ad5v0nWbLcP3c6SgdxuUg/wDoIpDIfGfhrVotauL2VYzbTzExzeZ1zyAR1BAH6Vyc+nXcQ3PbyFe7qNwr2bx8v/Eptz6XA7D+61cpY43AgD+VbRzGdJ8pccLGorvc85xkZXke3+c00E7u2fY16rNoem6hk3Nojsf4wNrfmKyrn4fQvk2V60Wf4JRuH5jmvRo5rTlpLQ554KS2PPiTznn60xj8vPT0xXT3ngjWrfJjhinUd45Bn8jg1hXmlahaDFxZTp65Q4/MZFd0cXSnszmdGcehzmpqnlHCjd7VHZAom3rjvTtSAUYYHJNFtwvfmjmUp3Q3tqXQcnkH86fjC9aYgPPNPrVEMkU4TGRTwaaScAYFKowOTWiEPzRk0zNLu496aAkB7Zp31NNTsTzTjyaYhAMetNb8acB6U3qfpQAD3o549KkCZHNIUJosAzNANLjHNIOOn60gGvUbKSamOfaonJzSZQzJzTW5peaQk1LAgfr2qnKPkLY6HtV2Qe1QSDMLgjA61lNFRIbZTtUZ5J59AK04gMccn2qqsgaRN4BKoqZH+yMfyxWjGc7do4+lFOSFIFR89Me5qZUGfn+ambxk5OKeH7gcep4rVySV2Sk3sSjA6cCmBun1/GtOx8O6tqKB4bZ1iP8Ay1k+RB+J/pW7a+Do7XDXc3m56rFkL+JPNcNfH0qejZ0U8LOZycKSNIMLnnp3/KsHUAv9pXGORvP545/WvXI7K3tRthhSMeqjn868l1YH+2L4ek78fjXAsasQ9EbTw/slqyiQPxprHFK3fimZzTMQJ5puaD1opFDG6VXkqw/SoDyfpUMaGQ/d7VaQjPWkQKsMQ2rksTnHP+eKsLj0/SnAGKpGR3+lSg56A0K+F44pQc9uashsTnd0pRGQck5pwIA6fmacue4P48U/UE30HphSOKxteQLqQdR/rY1P48g/yrciglnI8iN5OcfIpP69KyPEYa31NLeUYlt12yA9ief61z1ZxasjSMWt0ZGaQjNA4GD1pa5jQTFJS55oxQA0mk7UpFIelAEY+/Uw6VCeuR+tTdOKAHgU8CkWpBigBtIeegp/Ao2g85pjEU4r0z4K66NN8Zi0cHy9QiaH6OPmB/IEfjXmwCitjwzqDaV4l069jODb3Mb/AIbsH9KQH0z4/H/Elg/6+B/6C1cjp68rXXePxnRoB/08L/6C1cpp4IIBrjr/ABHdh/gNuIHBGatxnAGSarxHgYqccZIas0aSHsxwScH6k1kanIfKPzHGOnatE8IRntWHq0mIG9QK1jJrYhpHlHi/D6hCMDjJ4ArMgXMSsB1rT8RwsZUvCflMrRAepAyazbXITaRx2r6TAX5Ls8jE/FoTjPpUqjPWmlcLnFSKvHFeijnDPIp9NFPHWtEINoz6+1GOQMYpT60g60wHL1p9MBApeD0FMQ/HpRt4xj8aEApw57DFADenU0uTjoaeqcE9aaRjr0oERnpTd3qKe3oKYfpSKGkgnrTX9qcetRsTj2pMYzgd6OPWmg5PXil6VLAY4yDVaYfLjA5FW8ZqNlBdc9MjisKj0KiVUH79wCM5yOOtdLpvh3UtTx5UJC/33baK5eN8XCt0w2a9h8OTK9tHz2FeTVxcqS906qNFVG7lXTPh0CVa+vcDH+rt15/M/wCFdbYeHNJ0sK1vZxtIP+Wkvzv+BPT8KtwnOCTkipt25SMYrzauLqT6nbCjGPQrzOe4G7171lXJLbj156k1qTDIPNZk6/lXDJt7nXFGbIcA4NeSa2vl69fqOnnE/pXrLDBPPUmvKvFKbPEd2BnBKn81rtwO5yYz4TIY5pmMGn49aYwGeDXqM81Cd6TNJnHWg1JQxjk0zHy1Jjml28VDGJcZF3bQqCSY8AD1zWgNPvwcfYrg/SJj/IVlXcvl6nbt/c2HP417l4eufMt0PX5QeO9c0q7ps3p0lM8sg0HWbhgsWlXrk+kDf1FbNr8P/EtwQW0/yFP8U8ip+mc/pXs8D5QZP4GrG75ayeMm9karDJHl1r8LrgYa81OJPVIELH8z/hWlB4K0axbLJJcyDvM2R+QwK7WUkqSSTWXPy2e+MVzzxE31OmnQiuhmmKGBPLiRVjx0UY/lXjPjnH/CX3nHVUP1+XFezSnk59K8c8fLs8Wz5XrGhH5f/Wp0ZNvUnEJJHM5NFA6dKWuo4RKWikzQAGkI7Up60vY0AdN8ONHi1zxzZ2M6JJFIkvyt0zsIH5EiueurWSxvZ7SYESQSNGwPqpxXf/A+NW+JduSoOy1mYcd+Oay/inZCw+JOtpjCSSCVQCP4hmkCOTAp6g01N0jhEVmc8BQMk/gK6DTvBHibU8G20a6CH+OYCMf+PYpcyRXKzB5J6U4YGPevRbD4O6vPhr++t7Qd1TMjf0FdBa/CvRLRd88t1dP/ABb32g/gKiVaKNY0ZSPHACSBjk9AK1tP8O61qMqx2WmXMspyV2pjPHvivX4dD0vTV2WljBEPZefzrd8MbYdfh2r1RgB74J/pWSrtuxrLDcsbmz4/mH2Gzhx8zz5HpwD/AI1z1lGdoJ79K0fG1z52sW9sDxFHuI9GY/4AVWsxgA45+tRWd5GlBNQNFGIXG3mnMwHFMOccHFV5ZtvcEVmWyWSTINc9rE4WJtxA4rRacvkdBXM+IJMWzhT8zDaPqeK1huRLRGF4rs2i8IeHpimDdXE8v1B6fyrmlTYBgc16P8UoVtLHwxYIMCK3Jx6cCvOmU4r6jAL90eNWd5EoJIwadnHANRqOCakAyCP5V3oxHAfjRnBoAA9TS4HGatCFDZFA68ilwMUmaYhw6U4Gm54pelADgxHQU7PNMHvTiSOwpiHhuOtNPrQKO9ADeM0hFOO3rTCQaQxDUL9wal6c4NRscnmkxkOBSnGaUjPem4qLjHD3qFjluO1SE4XGKYMZ/OsJ7MpGaPbrXqHg+78yyiOe1eX56HvXX+C7/wAt3hJ+624D2rxMVG6uduHl71j163bjr2qyjDbjPNY1ndgoM+laEUi9M5BryHoeiPl9Kzrgc8cj2rQbkcdKpy8ZOABUSNEYs/GRXl/ivH/CQ3BI4Kqf/HcV6fej5iR615r4vULrpOPvRLn8yK7MD8RzYv4TAYDJ64qEjBzU5J6YqButeqzzEN780hpe1IeakoAMmnngfhmiNOaJDhTSewFDUzm7HqEUH8q9b8EXnn6XA+ei815BfHN459Av6Cu++HV9+4lti3MbZx7GvOrRerOqg7M9itmyoq4j54B4rKtJQUVqvxyDPHTFch2iy8AisycZXOea0nO7mqE4DdKho0RkzAZc+9eSfEVSPE0RPGYE5/4Ea9bu/kz+deWfEdVGqWL/AMTQsD+DVtQ3MMR8JxQ6UGgdMUGuw4BtKBSClHWgBcUUZ5pCeaAPT/gOufiExxnFlJ/MV6X8S9MtZNc0q8ntYpQ6NEd6A5IOa4L9n633+LtSn/552YH/AH03/wBavXPiJZ+f4eF0Fy9nKsgPseDUTWhcPiMHSLS0toh5FtBFn+5GBW8p3YGcD0rnNLn3xKO+K3Y5Oma47ndYnl4XB6j2rOuACSB0xWg5DDGapTglcComXHQxrhQHQY4Oc1PoMm3XbQ7erkf+Okf1pt0vy89qZor416zGePM/pSp/EXU+Bla7um1HXLu55IeYhfZRwP5Vq22FUjYOPSsXTgQq5Gc85roIQqpgfjVt3ZMVaNgkcKnOBVGaYbSc5q3KNxx2rLlkGSnfPAp2JZMgDRZrBvo1l1SxhbGyS5jU5/3q23cpGqKMHFYdwwGv6Srd7yP+dXT3M5/CxfjBMJPFNlbr0htfyy1efMoHeuy+KMom8e3Q7RwxoPyzXIMBt6819bg1aijxam41cetSKSO9RoCT2qXp2rqRmLTuv4U0GngDFWhC4OByKTbzkmgcHilOB1poQpoyc8jim7vYUvXNMB+QaTIzim5A+tH1FAEgalBGDkVGGHQUq5PBNAC7xjpTDj0pSBjrSHpxSAQ1ExJPWnEkdaYzZ6UmMb3pD1o/Gmk5PQ4rJjGsc0AHOfrRjtTv/r/yrOfwsaMzouea0NFna21SE5+8dprO3E8VJC5SZGHVWH868iqrqx0Qdnc9js5CYQRzxitW2myQG6AVh6PJ5lqvuBWgkiqx5xivEno2evDVJm0GyBzTJQGzVS2uR71ZeTjnoazZojFukKuy5z6GvOPGkJXVIZCc74scex/+vXps/O5evpjrXB+NrXMEF0DgxsVY/Xp/KujCStOxjiVemcSeOtRMalJ6monOD7V7DPJQyk70tKvUe9IoevNMc5I96l6LxUMg+bn0/nQxIzrz/j8k+uP0rW8J332LW4wWwsvyH61lX6Fb2X/eB/SmQsYbiOQdVcHP41xVNbo3g7O59A2F0xXrxWxBOSRXNaU/nWyMO6g1qwyMhHWvPloz0Y6o2t2V5NV5UwKSGbcMZzUknTBqWaIxb3nIPUCvL/iRF++06UEYKumPyNerXaB8nBBU9a83+JEJbTbSQLytwV3DsGX/ABFaUX7xlXV4nnAGKDS5zzjFIa7TzhBQOKWk7UAHU0HrQKdigD2v9niEG/12fPzLHEg/MmvcdRtEv7C4tJBlJkKnNeI/s7Ov2nXkz822I49ua94xkA5oBOzPFtMeSzme1l4eFjG2fUV0kFyCgHcVneK7UWnjG42jC3KLKPr0NNikZCD2rz6itJo9On70bnRLLuXOOlRycng8VVguNxCmrLHIrNu6KsZl7ynNU9M+TWbMg8+ev6mr94oIxzms23P2fUbeRjwJVP5c0oPUtq8bEWnDailznIGBW1Cx247e9YenoSq5cngVsoFx8wz2ArQnoSyDcuc4A71jXalJ1Y9R3rWcnbgrjPSs26+dD7d6pEkm4NHkdcVzd8+7xNo6D732yM/rWwkm1Bk1kWqfa/H+jRDkfalP5Amtaa1MauxR8esZPHeqHOdsgH5Cubk4HSt/xkd3jnWWH/PwR+grn5clhwa+twq/dI8Sb1EUZp3bFIFJJ4wKXaR710pECjOOKdggU0ZzinciqAUAcGlbHemnkCgcCmA4dad24ApowadwBigQAADJFH0oxkUgPamA5eDQetJuFG7PtSADwDR/DzTe9Ic9aAQjD0NMPBx1pxNNJJFSyhpPFMZjincZ6008c1mwE6jpSHg80Ek9KUDJx+FRP4Roy+oFOGFzjrSAckHsaABk+9eVJGyPU/DbmSwhIzyoNad0REZSTngc1z/hO5cafb5HyFetbN3ILi4WNOVHX3rxKq95nr05e6jQ05Wwpzk9jWpnscZ9azbRSkYz2qyzFwBuwT0rBmyQy7QP+8wA3TIrjfFqZ0G5z0GD+INddK8mz5yPQ1yHjCQJoE+eN5UAfjV4f+IiK/8ADZ5w3cVC/BxUxIFQsM17p4qADP1pVHI9qQcVJGOaRTYr/c4qL7zHPripZOKij5A9zQwRT1TA1B+eoB/SqjH5fwq5qqg3aNnquTVPHFcc9GzWJ7P4UuPM0m1c85iGa23kKOef4c1zHgeVW0O13HkLjH0rotSkK/Iv3mxx6V5817x6UH7qLlhO0nPOK1SdycEfjWXp4CxgkfhWiZFQZOCvtWbNUVbpGUZznJ7VxPjyAT+FrogYaMq/Ps1d1MwaMlWzXGeNXUeF74kY3IBn6sKqn8RFX4Dxw9T6U09aXNJXoHmBRSZozQAucU7NMpRQB7V+zv8A8hnXPT7PH/6Ea+gMcV4B+zsp/tXXXx8ohiGffJr3+gDzn4iRhNa0yf8AvRun5EGseWTbCHBB9a6T4kRGS002QDlbggn0BWuZdR9hyQDuArirL3j0MM/dHpebZgmcEVtW8heLJya5O0dZ71mxwpwK6aHCop7d652dDEulJXdtz75rGueG3EHgjgVunDqdrKymsi8K+ZtPHap6jvoUNLlPlKEycgEn1FdEh/d4HBHWua0wIFA5AHGB3roomygABGfXmtrkLYeUzkLnB6mqNynJ/StFwAuT+AqlcKSM+p4HpTRLMa5BXHOKreEI/tPxHsd3HlF3/If/AF6sX7mNSfQVS8IzfY9W1bVGORY6dK4P+0TgV0UldmFZ2iYniK4S88UapcRk7HuWIPr2/pWO/LHPaltmLx7j1b5j9TQwAbFfYUVamkeHJ6iqcL1oHWnD7vSgjjkVshCc+lGD6/nSdOadgE5zTATFLwRSA4PPf2pxK+lAAMCjrzS5HpQOeaBB74oxmjr3o5J60xAOBg4oPQUA84/Whj70gGkelHQYpcnFJz1oGhp4OKYc1IeRmomPvUsYxutJ3AxSkUn4VmNAT1ApyHlfqKYefrTycAE4qZaoDMlIWWQY70zOBmnT4E747880w42HPXFeTPRs3ieg6E4j0WHHUpW5YIXbcenrXP6SpXTYFPZAeK6zTof3YHcivGrP3mevSWiNKOI7VAwfTmlaLKHCEH2709FAVQy8joRTpCQuSSAOh65rlZ0FF2VkPPPeuF8ayFNKjjB3Bphk5rsbiXBYgDPUnOK4fxlJ5mnwBSMtLnH4Gt8LH3zDEv8Ads4psUw5HU1IQTg5prDNe2eQMB5qVBjmowORUq9KAZHKetJH95fqKJDkge9AGDmpYyrqfLQN6of51RNXdQP+pH+wf/QqpHpmuOpuawPUvBqiLw7bvnJ5P610EG65ud75Nc34bJj8OWq+q5rrtMh+QOODjNcFTc9GnsjUghAjAHFSkSKq5AYDr6VLGAYwdqnPWnFV2n17e1ZGxRnAC5UYz1wa4T4hThPDJTdy8qL9ec129wxRGJxtJxwa8++I8i/2HAAckXK4/BWP9KukryM6z908zoJ4oPXrmkNd55o2nUnQ0YNAC0opKUUAe7/s7xfu9emHTzI1/TNe59q8V/Z5mQ6PrcIHzi5RifbaBXtXagDjfiQm7w4rD7y3Ee0/jXnz6g6WPkjlzwTXe/Ex9mg2/YfaVzXmFvme468da5K3xHdhvhN3S7cqitgc9a2VYxjHVTVbT4xHGvUYHpWgEPBT5lPc1yHXfUr4ViWR9ueCvYms+6ch9r43D9a0Lk+W2B8vPOBWVeMjP059RQlqHQr6Y28YAHBwa3oW2r0x9K5/T3VG7DJ4I+groICMgZ/L+I1ZC2LYKsORke9UpyDkZq62McjFUpcAuR0A61SJZz+pn72MYxzWFDci18F+I3ziS4lhtvfbyxrY1NwyPjv1rgrzUHFvLYjHlmbzyfU4xXfgo81RHJiX7pLaf6lfcZp745qO0H7lPpU0gBFfXQXuo8Z7jAc4pScHrTVxS7cnniqQC89qXPHSlU45zmjtTAZnnOadjIox6c0c+lAACM96UU3nringjFAhcAYNAXvSEn2oH+eKBB0PApD05FL70jE4oGIMA0p6U1elLg5oGNJ44FRnrzUhBGeDUTcmpYCdOppDzzSn3NNIx0qBoTOSBT3yF+maaikmnyYVST6UnsBmz8zZ6fKP5UyNTI6pn7xA/OpbsYdSP7oH4UumoZNSt1PTf/KvHraXZ0U9WkegadFn5McIoGBXU2gxt7cYrA0hAwlbnkgCult+YxjgivBqu8j2aasiw/y5PAHv3pkkm6MrnB/nTiykY4b13CqlwSiMB9326ismaIzL2TZhiRjpXA+L5d9/DEPlVU3Y9yf/AK1dvcO6s27aQehrz/xJP52syKTkRqEyP1/nXZgleVzmxcrQsYmQQDTX6Zp4GDzTW5HFeseUIoHGKcelA+tDkCgCEk7vpTh0J9AabnnPajd8rZ7jFS9iynqAP7sj0YfrmqgBfgd+BV2+U+XG3bcR+lR6bD9o1O2i7GQZ/CuKpuaw1PUNJtxHZ28A/gjGa7CwQrgdsVz2lR7/ADH/ANsKK6m2+Ujg4FcNR6np01oWsBSAOO9MnPy5XI7EdqWTjAI4I6+lVppMBgCQRzismWZtzICSA2cDivPfiFd4sLG1ONzu0rDuNox/Wu5vW3jcWGQc8DnFeYePLgTa9HDuJEMKg/8AAiSf0xW1Ba3McQ7ROWPWmnrSk5HPWkrsPPEHWnUgHNBGaAFpRSUuOKAPe/2eIn+xa7Nj5DLGoPvtzXt46V4L+z1qYW61jS2bG9UnRf0Ne89qAPPfitOF0qxgB+Z5yfwC1wukQcmTGeBXQfFS7MviCysx0SLP4sf8KoaVHsQkj5cjNcdZ6noYZe6b1sjDDA8kdD0qzjKZ4B9z2qKLmMY9M0vmlV7NnuK5Toe5Vu3cbsJyorFkMlxcLHwCxAGB3NaF66n7pI/GqukRSXOt2kRycSqenoc/yqo6sb0V2UbNNlwY3ONjbD2yQcV0dqxHb6msjVYxbeJ7+JcMRcMwGOBnn+talqQEGWJJ61UtJEQ1iXgGZCcAL/MVSuzti9M9KtiT5fQDrVK+ckhTQhHLaq+yN29jXnU7F7qQ/hXea9LthcD0rhbePdI7H1r2MsheVzgxcrRNW1OIRxU0mDUMBwgGambryeK+njseRfUj6DHFKelK+MdqavTqMfWqAAOaXaR3H50jEetNzigB547ik49aPlo4oGHbqaX8KTj3pQBjigQoNG4A96TpQSc5oACcmm04k96QcmgBVHFOBwKQcCjqcdKAGOxzUJxmpZDg1GQT6VLGhDQcYoNNOeKgY9MetJNyp+mKcgwBjFNnHyHtxQ/hAo3YP7okcbefzqzoUe7UlOM7QTUd8o+zxsOxIq14dBN5Kw7KBXi4p2TOqhrJHomiJm3zgferoIwFYr3rF0RTskTp0IraO4FHOceteBPc9mOiCQjecAf41n3DFSVBIJ6D0q3I4VueB71nXThifm79+1ZlpGZdTbFdiQFUZPtXmNxMZ7iWU8+Y5f65rt/Et79n0qUKSXl+Qfj1/SuEOOP0r1MFCybPNxkruwoPU4phIz6Up4HSm/U13nEKPpTHNPHFROeaGNDRnFKR8tL0pH6CpZdite5+zLzwH/mKn8NRCTW4j2QFjUN2f9F/4GP5VoeEU3alM+OFTr9a462lzWktT1TQ4la2Huc10Ua9BnIrF0HH2U8dHrb+65HQV5snqeohXVucEfSqFzLlechx1461bLHBB5NZ9yxzx/OouUkZ90VUFmYYAywHp1rxPUb17/U7i7b/AJayFwPQdh+WK9Q8WXZstBuZY8q8gESt7tx+gya8lGMDHTtXXQjpc4cTLWyEI4pM0ppAK6DmFoPFLR160AIOtLSAUooA9E+Cd6LP4kWqOT/pMMkX1OARX1JntXx74Au/sPj7Qp+OLxF59wR/WvsIkD86QHh3jS4N38QrlQeImSP8h/8AXrTshskGVwpGM9jXNXEpuvGV7Kc/PdPyfrj+ldfbKVjz1wemK4KvxHq0VaKLSAxABfmHYHtTHbOQwAJ7g1IXAQEdOvSq11hk3Y6dweRWDNYrUzbnLcZYsDxz1rX8D2RuNaluWJxCh49zx/jWDOxOf489ea7vwFaNFo81yy4a4lIX6KMD9c1th43kZYmfLA5HxlEsXjK6IBXesbcd+OTUtk6+X0+hPWrXxHiaPXrOYHAkgKn/AIC3/wBlWZp5OxQT1p1V7xNB3gbGAoGOp7VRuW3FiT3wKvH7p7YH51l3LGPcO/XmpRocd4jYxxSZPTNcpbDECsep61veL7gi0YL1kbaKxYl2wxj2r6HKo6XPJxr1sWoiMdM1KTn/AAqJGwOtP8w5x1r3keaOPOeKZjAJp5fPY/lTCpIqgEzx0oxmgDtiigYqjijpQPSg4xQAAjpzS5HSm96MHOaAHZwelPJ44qPkU7tyaBC7s8YoAxTe1KMgetACn0FJgk9jRnNGcUANfpUY4zTmOc8mmjmkxiNk+lIqk89frQQM0+NcVKWoxucU2bkfWntknnio5T0+tKWwIiuvmsQc/datDwwm95j7gVRnUtp0nTIbP61reFEHkM/ctXh498qZ2YRXmd5pXGMDOBWt5mQU52msrS1O5iegXitPoMHtXz0nqeykVppMDsR0NZM8hy2M47f/AF60Lp+CBxmsSeXZnzemCc+wpRTckim0kch4sn33kUGeEXccHua545Aqa6uDdXcs7clmJH07VCASK92jHlikeLWlzSbEySaCKXFKFNbGI3oKj6n3qR6YKTZSGsaRj82Pal7803PNSURXg/0Pt98Vt+C48tcNjqwUVi3gzp+f9sGun8EQ4tJJPV64cQ9zegryPSdHCpHjGN1azN8oI+8v3qy9LH7ts/w9DWjnLeme1ebJ6nppEEzKSSpI4rKuJmHIGfcjirly/l5Hp0rLnmQB2IAA568EetEVdjbsrnBePtRDtb2C5ypMzhTx0wP5tXFkcn61e1a9bUNUubrdkO2EPoo4H+feqNejBWieXVleVwPSko5zQaogSilxS0AAoA5o6GloAmtLlrC+trxfvW0ySj8CDX2lb36XWjxaghDJJbiYEdPu5r4n6g9we1fUHgTWDd/Be3uQdz29pJC3+8uRSew0tTznTnafUXuCD88zOfxY130K5zszyNwFcJoylI0PXODXbQuVjQegrzaj1PXgtESsxCHjkcEHrVO5nXZ3B9+tTT7uMHAIwQazbpmHQjcOPrWTNEirIfMkRR80hbaBnqe3869j0yyFjpltaqAPKjC8dM45rzDwpYrfeI7fKZjiJlYZzjHI/WvXF6e9d2HjZXPPxkryscB8S4m+z6dcEDakrKT35A4/Q1y+l8sWPJzgegruviJEH8LlyM+XPGc+mTj+tcFpbblPzHGelRX+I0wzvE32PHYLjmsq8O5Se1Xmf5W7YU1mXRIQj2zWSN2eeeKmzLBH1+cmqSZJQY4xVvxB+81JP9kE1XVioHSvqMsjamjxMW/fJsqOMUhI460gbgGk5NewjjsPBHan54FRg8807PGKYATQBRScUAOHWjrTR1pSeKADv1pccdaRTS9e1ACcDvTs8UxqUNx0oAUH5acOlIDx0pCRQAueKTNJuxTCxzRcBTSDA7UE+1Lk54GBSAaeT0p4GBgmm4LHrS49aQxGb2qu5JYZqZiKgkPyk56GomwRIrBrG4B54Jrf8MReXZgkY71ztkDLBcIBk7eMV2Wi25S0jXHOBmvAzOWlj0MDF81zp9P+VAD6Vcdiqc9cZBqvbgeSOeelLcP8gGecYrwHqz10Ubl94IOAa5TxPe+RpbRDPmTtsx/Mit+4bKNn5jXn3iK/+06nsDZSEbfx7114SnzSuc2KnaNjJGBjjgUuRSZwO1ID6d69k8lji3oKWm4pcigQxjluKZTiOc03NJlIazcU1Rt5pG607jHSpZQy9/5B4x25P5123g+Hy9LgBGNw3GuOkj823Ef95f1zXo2hW3k2cS47D8q87FOx14VXdzq7EKtt6bhn6VblcdRwD39D61BChjQA84I/Km3T43Y6dcV5x6SKd0zbSwxg1yXi7UVsdFkCEebOPKQD1P3vpxXSzylVJUjB/h9a8t8aaiLvVzbp/q7Zccd2PJP5YFbUYXlcwxE+WNjmxgDA6dqSnHjNHFd55omKMU7FJQA0nFFKRSZoAO1J1oJoHWgBRnIr2H4a6tJH8KPFNqWJEEo8sem8c149nmu98F38UPg3WdO3Ynub23YAHkqAc1E3oXTTckjqdNiysSr1GK7FU7DnA6eoxXL6YpVlPUDH410wYgKwPQc15cnqewlZEc74j9x69qxLou5O0gnuD/StK6lwTjoDkiswq815FEg3GRwgx70oq7G3yq7O++H2nGHTJL51AknfapP90H/P5V2ij5fwqrp1mljp8FrGoCxKFA/nVsDAr1YxtGx41SXNJsw/F1u9z4V1CNBlvL3AdehB/pXk2lMsZyTx2B7da9uu4RcW0sR/jQrn0yCP614haRNFdPAx/eKxUrjoQcf0rCuup0YWVro3s7rfeTy/3fp61nXXMZPStvYDCAPmwo7Vi6kdoZe2K547nYzz/VxuvnI54FVD1xg1c1DnUZR6BQaqDJODX1uXr92jwcS71Azilye9KRkYpucGvSOcUkHtSg4HSmZJpR0oESc0U2jNMBwznilHvzTRSgUALjLHtR070cZpO9ACH60A9iaXjvSYHWgAz70dSMGjijjtQAuRjpSd6TnFGPegBSc8YoFJg5pRkGgY4cjPekNLj1qNzSYDH71XkPyNntU7MKryt8pHrWMnoNIsaPkyuBwzYH0r0DToSECgc+tcV4ah826dsZwQK9IsIASFx8oGSa+YzGredux7ODhaFy1ND5UYdeOxqpcyfKc+mRWm6kwuD3GK5+eT5G55HFeZa+x2rzMvVNQWxsZp2IyFwo9Sa85Lb2Zn5YnOfet/xXeeZdJaKfljG5/qa54V7GFp8kLnlYmpzSsLxmlwOxpMcUhrqOUfSEYNJSEnNMBpHPemZHvTifemHrUtjEOKQsMUEcVGx4qWyrmlpiGa9iTHAxXp+mQlgiqOmK4LwpaebcvMfoBXp+mwbCHHC9K8vFS5pWPSw0bRLUjGMbW6gYHvVS7lGM+oq5ffJEjkA4ODWRcNlSCe+RXHa516IzNWv1sdLuLpyA0KEr/vHoK8ekkaWR5HOWc7iT6muu8dakZbqLTkb5I/nlwerdvyrj/rXdRjaOp52InzSshx6UnekorY5x2RSUfhS4oASkI4p1NNADRS4o70ZzQAneut8H2++ZnxgDrXI9+a9F8I2jR2Knbhn5NYVpWidOGXNM7jS49pAftxWtnClTyagsLcGFvUkAGklYxsd2eDivOZ6hTuJMTDkEGtjwTpjXutveMg8u25Gehc9Py61zlyN85x1HI9a9Y8K6YdN0OKNxiWX96/1P8A9bFdFCF3c5sXU5Y2RvL0p1IvSl7V6B5Yx844rx++jRPGGq7Rj9+QPqeT/OvQW8deECP+Rq0P/wAGMX/xVeUa14j0eTxzqI0/UtOngby5DcHUIEjBK84ZmG/GOQMkZrGqrrQ3oNKWp06ORbbieh7Vj6p8hIIzx/OoLvxVo8FjItvrmlee0kcat9pRwm51VmI3cgBi34VkX3iHSZ4ooLfxTZTyyTlGmliSFIkAJLY3ktyvA4zkVhCm3qdU6sVoc5fDF7cMD8oYZ9qpiQcnHHrV7UZNJuprVbHxFYyfbDmSW52w+Tg4JYBj17DOapE6TDqd9A2uWwsrMqBNEUke4LHA2KWAPQkknivpMLXhCnqeNWi5Tuhytntml/ACpll0DzLtpfEii2ilSOEQwxvJICuSxDOuADx3p1q+hSGJ7nxFDALiZo4I1VGKKOA8xD4QH0APSuxYykZ+yZWIIpQDU0MmipGftfiG1S5KO6xRBXjUBiAGkDZydpOADjIqqNS01l/4/bUH/rqv+NaU8RTqK6YnBolAxyTQevWoRqGnn/l/tcdv3q/40fb9PJ/4/rX/AL/L/jWvtId0TZkw7HNLmq/9oWGOL62/7/L/AI0n9pWCjP222/7/AC/40e0h3QWZaxmgCq39pWJ631sP+2q/40n9pWP/AD+23/f1f8aPaQ7oLMt4pCKq/wBpWP8Az+23/f1f8ad/adh/z+23/f1f8aPaQ7oLMnx7UY96rnUrDA/022/7/L/jVsFXRXQhlYZDA5BFNSi9mFmhgWnYFLjNJgA9zTEHQnmgjFDfe6UjE4oAaSKjcjNKSfamkZpMLkb9aryHJxVgkgdKrYMsqp2ZwpIFc1WXKrmkFdpI6zwXYNKXcDjOc16NDGkUZRR8wHJPesbw3YraWSIq4yMtXQMAkYyO5/8ArV8hiZ89RnvUY8sUilPO0aMjHnGTj1rmby5FvBNOeQoJIrZ1CT5+vFcd4suzDYCBSVac4OPQVNGHNKxVWSjG5xk0rTyvK53M7FifrUXSnCkPXpXtpWR4rd2J2opaTBpiFpGPalyAKYxGaBoYaSndKaSKljGnpULmpGPFLa20l5dRwQ43yMFBPYd6zk7K5UVdnoHgXT2ksfMx949a9AjVYY1CjIziqOhWCWFhBAgwFGPc1pyRqkR55HSvGqy5pXPXpRtEo383+jnjkcH3rntQu0stPlupWG2FC+PfsK1Lpy+VycZ5rh/H16INNjtUY755ef8AdFOlG8hVZcsTgLqeS6u5bmU/PKxZvbNRClIPpSY5rvt0PNbu7igUooBozzTEGKWjkCjFACUjU6mtQA09KQdKU9KTOBSAdCnmXCJ/eZR+tez6FaLHBEFUkjGBXkuhWzXms20aDJDZNe+aVYraWyFseYe/92uPEvod2F2uXooBHwvTjH1rN1Ntly2R8rYrRuGaIZB+UDgViajIJZV54AzzXItTtXcv+F9OOq+II1dcxQHzH/Dt+NeuDGBjpXJ+BtMNro/2qQYlujvI9FHAH9a6wDpXo0Y8qPLrz5pjhS9qQUvatjA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9J0x1GlWXyN/qE7/7IrzavQ9NnQaXaDk4hQH/vkV6eWSUZyuYV1dIvmVefkP503zATyhpFl8w4RGYnpgGo5bnyWxIjoQehU167qwXU5+Uez9xG1BLMoPl/maIWlujthglc+yGrX9m6gePsxH1IqHXguoWKRZh/cqN5XycbfyrS/sfUCCREgHu9RS6RfooOyP8ACX/61RLEw7jUTImmfbjJ/DtW94O0dtQvvtkiZhhIxn+J/wD61Z39iX8s8UXybpDxjJNeq+GtJXSNMitwQx25ZsdX7mvJx2LTjyxZ34SleVzTgtwkZ3jp6VFPJiM46f1p9yq4P3ifXNZ885XC5yDzXz8tWewihfH5kPUHmvPPFF4ZtWaIuNsIC9e55rvLuZftLt2C4xXnd/pd+biS4khUiRi3EgJ9v0ruwcdbnBjJ9DLxnqaTAPfNSLDK5O2JiB1pwtZ/+fd+uOlemeaQ8A0uaka1lA5gkB/3TUQjd5DHGjs6nBVRkj6ilcY0nrTec1Kbac8eRL/3wacLK6bgWs5+iGlcLlbuaQkAcjH1NaUWharNxHp1yQe5Qj+dW08H60ysxt0j29fMlAI/I0rlcyOcYg9B+Fdr4C0Izytqc6EKDtiyOvOC30rIsfCk19cRRfaYyZG5CAtgd+elex6bZQWljCkUaqI12AdgtcWJq2VjswtPmdyzDGsEY56dPUVFcSbsAdT2okeTJyysPYVVklVnc/3QcEV5tz0rGZKzfaHyMgGvKPFmofbdfmC5KQful+nc16deXJjs55wMsFYgZ9BXkzaRqc8+42zl5cv1HIPOa7MPHqcOKnbQzi3Tim5BPStE6RfbSTbkYODyOtRjS7ssq+QcsCRhh2rqszi5kUweaAe9XP7OutvFux+hFRm0uFBLQOB7rS5WHMmQluKQkY4FSiCVyFWJyT6Cp/7I1DjFpLz0wKOVjuilzimnpWh/Y2pHj7DOf+A05dB1M/8ALo4+uBRZi5kZmaZk/nWr/YWoHP7gfiRRZ+H7y9u4oFRQ0jgDJ6e9S7pXKi+Z2Ot+HGlJKz37IchiqkivXoE+QMR+FZfh7RYdKsY7dECpGuOe59frWrKwU/IeK8ypLmZ61OFo2KeoPiEgH3rESN7qdI05MrBR9TxWleyZEme3Q1Y8F2f2rxBEWUlIFMp+vQfrSpxvIurLlgz0+0gFvZwwAcRoF/IYqxg0KOKWvSSseM9wFL2oo7VQHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXo+mHZpFsV4Jt4/5CiiujDfEzKrsalqx82PnuK25GIuHHbK9aKK6Gc6LCgGUHAzg9BTjLIWHzHqKKKz6gPEjDcAeMVBK7BDg+tFFRMuO5oaYitIzlQWVeDjpXRW7MF696KK8uvuezhvgJrh2KLk1z14zLKADjmiisFudKMrUWbZcc/wAI/kK5meRxprgMcZoor1cJ8J5ON+MhsIk+w3DbRnHWrVoAzrkZ+aiiupbnI9hLGR5r+Z5GLMmQpPatbRTsieVQBI5yzYGTRRQZm0pLMSeeKFZiyc0UVBRKigkcDn2qK6ZvJcZ4waKKTHHci0JiYS5OW9TXUwHcuDg9KKK8ur8TPZofCirdsyv8pxzWUXbZJz2oorA6+hg6mzf2TLz/AMsh/OsMyN9ri6f6gdh6UUV6eF+E8jF/EzI1eaRWZA5C+YOM+1OiYi3jwaKK6ziWxPAzBzg1ctv3t6qv8y5HBoopiRcuWMe3YAvI6ACr7/ImV4OKKKkCAE5U0wn990HX0FFFUBc2gRy8D7o7VF4bUDVlOBlV446UUVzYj4GdGG+I9GlZs7c/L6fhWf5jhzhjRRXjs96Gxn3zMLSfmup+Hpx9ucfewgzj2oorWh8Rhi/gO6WR8dad5jetFFd55YeY3rR5jetFFAH/2Q==",
"path": "003384.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003385
|
Men Tshirts
|
{
"bytes": "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",
"path": "003385.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003386
|
Men Tshirts
|
{
"bytes": "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",
"path": "003386.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003387
|
Men Tshirts
|
{
"bytes": "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",
"path": "003387.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003388
|
Men Tshirts
|
{
"bytes": "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",
"path": "003388.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003389
|
Men Tshirts
|
{
"bytes": "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",
"path": "003389.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003390
|
Men Tshirts
|
{
"bytes": "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",
"path": "003390.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003391
|
Men Tshirts
|
{
"bytes": "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",
"path": "003391.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003392
|
Men Tshirts
|
{
"bytes": "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",
"path": "003392.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003393
|
Men Tshirts
|
{
"bytes": "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",
"path": "003393.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003394
|
Men Tshirts
|
{
"bytes": "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",
"path": "003394.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003395
|
Men Tshirts
|
{
"bytes": "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",
"path": "003395.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003396
|
Men Tshirts
|
{
"bytes": "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",
"path": "003396.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003397
|
Men Tshirts
|
{
"bytes": "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",
"path": "003397.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003398
|
Men Tshirts
|
{
"bytes": "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",
"path": "003398.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
003399
|
Men Tshirts
|
{
"bytes": "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",
"path": "003399.jpg"
}
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.