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.
000300
Men Tshirts
{ "bytes": 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", "path": "000300.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.
000301
Men Tshirts
{ "bytes": 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", "path": "000301.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.
000302
Men Tshirts
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", "path": "000302.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.
000303
Men Tshirts
{ "bytes": 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", "path": "000303.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.
000304
Men Tshirts
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", "path": "000304.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.
000305
Men Tshirts
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", "path": "000305.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.
000306
Men Tshirts
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", "path": "000306.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.
000307
Men Tshirts
{ "bytes": 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", "path": "000307.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.
000308
Men Tshirts
{ "bytes": 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", "path": "000308.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.
000309
Men Tshirts
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zGXG4ckZ6VwGqavLqMuC58sHgVcKbkzGtWjTXmN1fUTqN4ZAPkHC1Rifa+O9RM5zgU6NDwTnNdkUoqyPJnNzfMzrdA8fa74WvVayumltMDfZzEtGfoP4T7j9a9x8KfE7QvFAjgMn2G/bj7NOwG4/7DdG/Q+1fMbnc7A9RSK5U9aocZtH2pRXzZ4U+LOueHvLt7tjqVgvHlzN+8Qf7L/0Ofwr2zw1490DxTGFsbwJc45tZvkkH0Hf8M0zVTTOoooooKCiiigAooooAKKKKACiiigAooooAKKKKAEorC1vxZpGgoRd3QM2OII/mc/h2/GvLPEPxQ1TUt8On/wCg254yhzIR7t2/CuilhalXZaGc6sYnqmt+K9J0JSt3dKZ8ZWCP5nP4dvxrynXvGt/r0TI5ENsW+WFDxx6nua4Y3LPdLJIxZmbksc5Jq0khClc8ivXw2ChS1erOSrWlLToPnUSAg81qeELz7LeNZO3H3ovp3FYctwB8ucmoDci2dLgzCNkOVY+tVj8Kq9Ky3Ww8NWdKd+h7LGwbBzSsik8iuL0zxfbPHGtw4jfoQRXVWt4lzCHRwwPcGvkatGdN2mrHuwnGavF3J2gX0qMwKo4x+FP3jGM00gNnkGsrGlxgVVNQTyAKcUXU3lJycVj3t8sUTOWAAGTTSuJnNeKbvamzOSx24rK0+MW8KL37moru5OoakXI+RORn+dSqfQ19NleEdKHtJbs8bG1+eXKtkeueBfGFnaacmnX0nlqrHypT90A9j6c9/evS1dXUMpBU8gjvXy5HcSREkHg10/hz4jaloEqWr4ubIAfuZDyn+6e306U8TgeZudPcypVre7I9+pawtA8U6Z4jgD2c4EwGXgc4dfw7j3FbnavKlFxdmdaaauhaKKKQwooooAKKKKACiiigAooooAK5LxX480vwvGYnf7RfEfLbo3T3Y/wj9a5/4k/EdNBhl0vSZlOokYlkHPkA9h/tfyrwW5vpbqVpJZGd2JLMxySfUmlczlO2iOq8S+PtW8RSMt1clLfPy28JKoPqO/41yTzEj/Cq7GkyQaDF6jzJmmhvemGgUAOGC3NK7fLgUmaQ8igCXzQ0StgGmFmPHQVEWkQbUVcE5JNMk8x1wX2/7vFBNgmuYoMKxLOeijrTIZ5VmjmGUZCGTae/vTGhBAXuvKmtDRdQXT7p3kadFdCjNBt3gdwN3Az0oLWmx1egeLbyed4bso42bkIXBz3re1vxR/ZmiieFVNxKdsYboPUn6V5raXHlX/nqNgaQnaOgB7frUut373c6IDlIl2KPQ9SawdNOfkdka7VK73KWo311qUjSTPlid2Rxz+FU4bsplZwSvZ1/rUm3aTjPTr60hjG0VsklsckpNvXUuRbHG+Ng3uDU3A9qzfIATK8H1HFSx+auMyMR6GmTYlZgZCR3NKKaFG6pAOKAEpVdo3V0YqynIYHBB9jRg4pKAPSvCnxe1vR9ltqn/EytF4/eNiZR7P3+h/OvbvDvirSfE9r52nXQdgMvC/yyR/Vf6jivkgE1o6Xqt3pd5HdWk7wzRnKujYIouXGbW59iUV574B+IsPiZE0++ZIdUC5BHCzgdSPQ+o/L29Bpmyd9haKKKBhRRRQAUUUUAJRVLUdStNKs3uryZY4l7nqT6AdzXkHin4i3mqM9tYM1rZ9DtPzuPc9voK2oYadZ+7t3M51FDc9D13x3o2h7ojL9quR/yxhIOD7noK8z134m6xqQaK3ZbKA8bYSdxHu3X8sVxU1zuY81WaQntXsUsFSp6tXZyyqykTzXLysWdmYnkkmoS+RxTCxppJOOa7bGYj5K8de1ObU49/wA0MoPcrgikppAPajULDZr47P8AR7cl+xkOAKxJI7prxbi5kMgB6Dov0FbmMelMZQwNROHNuxp22KyzlSFzk4yD2IrvfBOrZD2kjdORmuCaD90dnDKdy+xqfT76eyvUu0I3LjjPUD1rmxmFVenyvdbHRh63spX6HtmN44709Ym7k4rJ0nVEvLWKaM5Rxnr0PcVsecPL3e1fIyi4tp7o9pO+qMbVJCZxEvQdTXC+IdTWWY28DZVeCw6Vp+K9bRpns7V8sD++dT/47XIEFjk49sdK9rL8uulVqr0R5+LxWvJAsWfDMx74qySN3Fc5dS3CX6SWsmNqgMvVWrXttRiYDz0MT988j869yM0249jzJR6l9mwhHaqLsPtEnscVc3JIFMbqwPoc1nNzLIfVjVsUTSs72a0nSaCV45UOVdGwQa9S8M/FYgJba6m4dBdRjn/gS9/qPyrx5HxVhJcd6wq4eFVWki4zcXofU9lf2mo2y3FncRzwt0dGyP8A61Wq+ZdH1++0e5E9ldSQN32nhvqOhr1bwx8TrO/2W2q7bac8CZT+7Y+/93+VeTXwM6esdUdMK6ej0PRaKarK6hlIKkZBB4NOriNwooooAKKKKAEriPiV4zHhLw/i2Zf7Su8x2w/u/wB5yPb+ZFduelfLfxH19vEXjC7uQ5a2hPkW47BFPX8Tk/jQROVkcnNcSTSM8rs7uSzMxyWJ6k1Ercc05+cGoc7ZivryKRgTZyKXHemA8CnA8UAKabTjTTQAtITRQTQAnekNLQaAIn6A+lNZfmLCpCM/jTR2oAjLHb8vU9KlIJOTUGCLoD+HGas0ARkc4oIp3U0Y5oAMcUooNAFADxj0pwptLmgBSM0lJmigApwplLnigZoabqM2n3sF1A+yaGRZI29CDmvrPQtWg1zRbXUrcjZOgJH91u4/A5r48U/Oo9817N8GvFPlX8uh3En7q5zJBk/dkA5H4j+VBcHZ2PcKKKKZsFFFFACVnavrFlolk11eShFAO1f4nPoB3NaBOBknFeBfEDxH/a3iJmhcm1hUwxc9cHlvxP8ASujC0PbTt0M6s+RFbxX4qu9fvjJK22FeIoQeEH9T71yskpNLI+45zUDHmvooQjCPLHY4W23dgWpMnNKCOlNqrABoFGKPzoAM0UUGgBMUDAoNJkUDF+lQBNuRjpUxPtTWBByaANnw1qps7lrV2/dycr7NXTa5rxs9PWOFv38o+U5+6PWvOnZ1lTZ97PHtRfalNPKUjO+TGC/ZfYV5dfAwniFVe3Vd2dcMVKNLkW4XV2kH3julPYdT9apF7i6Pznan9xaWK0Od0nzMepNXEjAHSu20nvsc10hkUAUDipwvtSgUtaJWJI/s8ZYNtww7jg1NtAXAoFOwaLAMPWnK3GM0h+lNBANMCUOQamhmO7g81UzgmnxNhx9aQj0/wD48k024i03UJt1g5wrt1hP1/u+3avaEdZEDowZWGQynIIr5Nhn2kNnGDXuXwp18X+hf2bM+Z7fLxgnrGTx+R/mK8nHYdJe0j8zpo1Pss9EooorzDpCiiigDnvGeqnR/COo3anEgiKR/7zfKP55r5Wujl81758atQFv4as7PODcXG4j1Cj/Eivn+U7iTSZjUepA3SoJzt2SehwasMMrUMi7oXU0GY4HKinA1DET5SZ9KlXpmgB/akzRSGgB1JQKWgBKQ0uMdaSgBvemvwV9zUlRSH7v1oAYhDuxAORxn1pFEglbd93tUkC/Jn1JNSGgBi85p2KB0paAEoFKaKACloooAKKMUtACGkP3aU0wnIAoAVepPrxWpo+oTafqEF1bsVlhcSIR6g5FZWanhJBDe9IZ9h6RqMWq6TaX8JHl3ESyDB6ZHI/A8Vfrz34P6kb3wX9nZiWtJmQf7p+YfzNeg1SOhO6uLRRRQM5L4ga0dH8NSiNsT3J8lCOoBHzH8v518/XLGYHH3hyK9I+LmomTWrezDHZBCCR/tMc/yArzB2PJHBFe5gafJST7nDWleZEZNy/zpJDyDTZG2tkcBxn6HvSOcxqfTivQuQPQ/N7U4k56UyE7iT2Ap+3nkgUxCe5NFKcUcUAJn2pDmndsYpKAG7aUKKXHqaOKVhh0pr4IP0pxI9KaxOKAKZkJjZ8H5vlyByPelijCJjFLCu6M+oap9vy1CjfUYKKdtoHQGncVVhDcUdKdj0NJigAzRyOhpfwpDQIQyDo4x701hg5/WnlQwxUDZi6cr3FIY92xg54PFLGcketMPzREjkdRRE2SppdQEDFnKjoDzXWeFdZl0XW7S8QnbEwDr6qfvD8jXJwrtfZnkkljV+2f5gfxrKcVKNmF7O6Pq+KVJokljYMjqGUjuDyKlrkPh3qh1HwpArNmS2Ywtk9hyv6H9K66vnakeSTj2PQi7q4tFFBqRngnx01HzfEWn2Ctxb2xdh6F2/wAFFeTk9K6r4h6j/avjfVLkNuQSmJD/ALKfKP5VyvapOeTuw7GoW4/Gpail4BNMkRF+RR7VIKYpG0Ed6kFIBaQ0ppO/WmAopaaKdmgBCKQinU3vQAmKin4TI7VNn3qOU8cjvQA6NcRge1DY6Z5pByPvHFNAO4c0CHil5oAooGJSiigUALSUtJQAUUZpDQMCcdaiZsY+tOc4WomJ8weijP40ASE5bFWF4ZQB0qvHwcn61NEernv0pAe6/AubNrq8ROfmicfkwr18V4h8C5sapqcJP3rdW/Jv/r17eKaN4fCLRRTHcIjM3RRk0yj568f3ZufFuovnIEuwfRRj+lcievXg1razObvVLiYnJlkZs/Uk1j88ivpqUeWCR5zd3cgK7g6dCORUSPvR0PBHJFTTkriVeq/eHtUMigXCup4YdfUVYIdHN5VsznqSAKWIswDsTVaaNm+zwj+KQlvoK0F+6AOBTi7uwMQAnk07AApcelH1qxCH2FHNLRQA3bRSkUnAoASmP9004nvTGPFIZBb5+cD+9VnPbNQKvJxxz+dTKuBRHYBUJIFO4pF6DANO/nTEJSkECijn1pAJQaXmkJpMBCM96YzcYkHH96pKQ9MEdaQyln7PMAT+7enQts3K38BNRXcZVGUdCCy+xHOKjlLMgCfen2gH8Of5Vk5WZRZt2LK0n947R9O9X4eAWPfgVSjUM6xRj5VGBVtTucKBx0FNbEs9i+D93+81CzzwyJKB9Dg/zFerivD/AIT3BTxSYl6PA4PPpg/0r3CvDxitWZ2UX7gVmeINRGj+Hr/UCcGCFmX/AHsYH64rUrzv4xX5tfBq26tg3Nwqn3ABb+YFcpo3ZHzzduZZndjksck+pqt2NTS8moTUnMNzUMrEcjnHUVKeDVeYkfMvUdR6imA+PGwY6dqmGKpwv1APynkVajORkGkMecU2lJ96QUxC0opppc0AOpDR2pDQAlJ3pfxpKAF4pABnrS4pcCgBRxQaKM0AJSUpNJmgAzSE0E00mgYtITjmkPSo3fbjJ68UgEuHwoXuTTVIZye1UpJ2kKDvjH41bjIChc8DqaBsn7AetToQWAzwv86gXj5u56CplG1Qo6nrQI9J+DuofZPG0MRbC3Mbwn643D9Vr6Mr5H8MagdL8QWN6px5E6OfoCM/pX1sjKyBlIKkZBHpTRrTeg6sfxPe/wBn+GtQuc4KwMB9TwP51s1598V9S+zaFb2SnDXEu44/ur/9citqEOerGI6jtFs8Sun/AHpI9arTcPuHQ80+Y5Y5qPdvi/2lP6V9KjgGc4yeneqrptXbnhTlT7VaGMVE46+ooaGRnLXCHjhCOPerYGKyZ7j7PPFJn9391q1A24Ajoe9TGSu0DQ/PpRTc8+9HNaJiHZFFNB6UuRTADTaXNIaBjTio2PanmmEjNSwBcAmpAcjvUYNSKeKaYD1GB1paQGlGKYhMCjFHFIaQB9aTNGaTNSMXPPWkz+FJRmkwI7lQ0ak9m/8ArVTyVMYHLKm1fqev6VNezCNFz65/KmWsbZ82T/WN0H90Vi9ZWGtizGhij2g/MepqzCAgLHt0qEDJpWbcQgHA/nWgjv8A4Vy48ZWpLYDiRPr8hNe/V83+CLgWPizSHJwBcKrHP975f619Idq8XHq1RPyOqg/dFryH45TYs9JiB6vKxH4KP8a9drxD44bjrGnDflRbH5fT5jz/AJ9K4WaT+E8eY/MeKbwae3WmkZ+tIwGNgc1VnOOR1q05wMHms+4bBKn8DTBEHmbGyp+U9vQ1dtnLIM1kPJ82Pz960bVsIBQXJWRfzRmmKadmkQBpRSd6cBTAWkNKaTNACYpSOKKDQAn40tIBS0AFGKKBQAlJSmigZGxxSZ4zSsO9N7UgEJ4OKqXLkxHHUHIqZmIPNUrt/lOKBrchgJL579vatKLGM9R/Osy3x36Dr71qQ8gN27Uxz3LCcHPepF65qMU8etIktW7BZBX1d4L1D+0/B2lXWcsYFRj7r8p/lXybGcMpPrX0Z8G7oz+DHgY5MFywH0IB/wAaEXT3PRK8X+Ll2X1+C3B4itx+ZJP+Fe0V4P8AFXnxfPz0jjH/AI7Xdl6vW+QV/hOBY5NMXCvyODwacwI5zTWGRzXvHIJgqxBHSopjgZ/A1Kx4B9ODUMpGDkZB60MEZd7iSNkP8X86uadcie2TAI2gLg9sVlX7eVkE5HY+tXtKB8kFu/OPrXPF3qWLa901ehoI49KQUOSMV0GYcUuaaB8maTOD0qhj8+1MJOOlOB4qMtzTADTcCl5oIOKmwxB1qRcVGBzUijmhCHjrS5pqj5qaxIamA89KZzTgeKa1DAaW9aTINBwaZ0NQwJOlIzAKTnGPWm7sYB71S1WQizlUNtPHPtWc5cqbGld2K7z+fcmVz8inbGvqfWtGDpk9awrRtzA4wq8AZrbh3MvBAHrWVF82pclYsM+0dealgXYu8jnsDUaxgHOMn1NShSTzW5mXbCd4blJQfnRg4PuDmvqWyuVvLGC5T7s0ayDHuM18qwcSAivo7wHdG68GacxJLIhjOf8AZJH8sV5uYx0jI3w71aOkrwz4zed/wkUBdCI/syiNuzcnP6mvc64fxnZ2+oXqQXESyx+UMhhnua8apPljc61S9p7p82SIMnGKi7cjH0r03VvhqkpaTTLgRN/zyl5H4HqK4XVvD2q6O2L20dU7SL8yH8RSjVjIwqUKlPdGNIcVnXRyvPbpWg+apz4IPFaGaZnxW09wZDFE0nlIZJCoztUdSfbkVdt8hQDXceB9NEfgTxvrLx5VLAWiEjvIwzj8h+dcNCNtBpJ3SLqmn9aiXpUgpEDhTwPemDNOHTpQIU00UpopgFBoo7dKAEpfxpKXvQAhozR+NFAC96YetPph60DGnpTc1JgGo+9ICKVdw4PNZdw3OCK1ZDzWfdKCpOOaCo7kFty3P3RWvDkqD+VZzWs9ndyW11DJDNG2143Xayn0IrRhOFHymmE9ycCngetIucdP1qVY8nr+VIi46Mcg5r3b4I3QNhqloequkg+hBH9BXh8USZ5JNe8/BeONdI1FlUBzKmTjnG04o6lU37x6ga8B+J0ok8Z3qg9FQfiFFe+k4BJr5q8U3jahrl1dHgyTMwz6Zr0stjeo5eQYh6JHPZ60nBHNOYYJpDXto5hjdPaqcrbcqT06VcY4FUbtspnuKmQ0Yl++4GM9CePatm0+WJRntWJMd9xGO26tuAgKK5qOs2y5bIux8mlbl8URn5CaE+Z66zMV+O1RjmnStTUGSOaYDydqVFnJqSQ4FMUUAOAobOO9PHFI3IoAiXOakA5pg608fShAOA+eo5eGzg1IfvCmTcGhgKpNOYd6ZGeKk6igCI9ajk+WUehqXFRzjhTWcgI5TgAis3VjvtS3tzWi53R/Ssy+f/R3U85FYVfgZcdynYAYGV/Ougt+VHpWTYwfIpzW3BGcYyKMPG0UE5akygelPCmlWNsDGOuKlWAnHzCumxncSMEGvf8A4XknwbHk5/fyY/MV4RFbEuPmWvefhnaNa+EkLPuEszuPboP6V5+YL918zag/fOy7iuN1txLrMmP4AF/T/wCvXYswVSx6AZrgWmM9xJM3V3Lfma+cxEvdSPVwq95seVGM1BNtKlWAIPUHmppGG09qxrq92ORnpXKdbRj6t4b0a53NJp8G4/xIu0/pXB6l4b02KbbFC2SeBvJr0K7ut8ZINZ3hfThrXjC0hcbo1fzXH+yvP+ArWm23ZGFSELXaOu17w1Ho/wADb/SoY0jZLISyYGMuCHYn1PGPwr5pCAH8a+xvGEXneC9bj/vWM3/oBr48Va7Tzqg8CngUwdqkA4FIyFpw6UnNKaYhKBRRmgAPWg0UvagBBR3pKWgANFL1FJQAfjTWp1FAxoprD5qeBQy8UgK0o4zVa1hN1qdrb9fNnRPzYCrrrkVoeDrL7X460KHGQ1/Dn6Bwf6UFR3Oy+OeirZePYbyCPi/tVdsDq6HYf0C1xVjouqXmBb2M756HZgfma99+MVjuh0bUQmTDM8Jb0DAEf+g1zulPmNSayqVHF2OmGHVTVs4Sz8Aa9Pjfbxwg95JB/TNb1r8MZiAbnUEX1EcZP6mu/gcYBPNXEAYVzyrTex0RwtJbo4eL4e6dBgvNPIR7gCvUfAWm2mmaPNHax7SZiXJOSeBisaRBtre8JSbRcxe6sP5U6FRuerKq0YRheKOnNfOHiWGObWLyWMAbpnb9TX0celeJeLvDN1Fq949jGZYfMLAL94Z5IxXu5fWhTm1N2ueZXpzmvdV7HnbxlSQaZjir06SxSbJYyjD+Fhg1VcKeT19691OLV0cevUqyEVn3RwDitGVVx1NZ9xEDnk1FTYpMpaVo1/rerx2unwGaYK0mwHHyqCSfyFXYOgxXtfwQ8N/ZdNvNang2tcHyYGZeSg+8R7E4H4V5f4m0waT4r1SwUYSG5cL/ALpOR+hFcGHqp1ZRRtNe6mUTxEPfmlhACsTSSHBx6cU8cRD3r0EYkErZfFSRdM1XyDIe9Wvup6celNbgyKQ5brTowBzUZyWqZRgU0A+mPT8U16bAiBFSA0wAZp4FJAKccU2c/LTyOnSmyj5aGBDGc1YXBGKqRkbqsKeaSAMc02Qfuvoadj5qR/8AVuD9aiQFTOMg1q+DPDS+KfFsWlSELE0UrsxycYQ4P/fRWsphhd1emfBGyMniPUr/AANsFqI/xdv8FNcWKly02a01eR51a6Fei4lt4lDtE5Q845Bx3rdt/CeuOBtsyf8Aga/41u3cA07xlq1vjhbuQ49ic/1rs9NIMakHORXlPMq1PRWO+OEpyVzz6LwXrxAzaAfWRf8AGra+C9YA+ZIR/wBtBXp6EYFKyA9qiWcYjy+4tYCj1ueZp4T1KNvm8v8AB69m8F2U1h4XtIZ/v/M2M5wCSRXNyxhc8da7TRDu0e2P+x/U1H16riPdqE1MLTpe9AfrE3kaVcuOuwgfjxXERnsM12HiE40aYepUfqK49BxXDin7yOrCr3WEzEKeeK5fUZD9qRezNiuluPumuV1QHzVYdQwNYxNpEt5GIbYnHatr4TWSyXeqaiRym2BPx5P8hXPa1fBLEBf9Y4rtfhNCyeGbmZh/rbpsH1woFdFGPvHNXl7p1Xif/kVdX/68pv8A0A18bgcYr7G8Unb4S1g/9OU3/oBr47wN1dbOCoOA7dqeOmKavWnikZBRQaKYhRSUopO9ABSjpTacKAEoopKAHdqSigc0AGaM0GigAHWgigdaU4oAhYV1nwutvtHxJ0VcfdnMn/fKMa5VhXc/BoKfiZY56iGYj67DSLjue9+OdMGqeEL6JVzJEvnp9U5/lkV5JpEhKLt5Fe+uiyIyMMqwwR6ivn23jfTdWu7QjiCd4yPoxFY111O+g9bHSq5H0rStZC2Kx5pQLdWU/eq/ZMSgNcjVjruaTMCK0PDk3layEzxKhX8ev9Kyi3FS6ZJs1m0P/TUA0U3aaY6ivBo9CZgqFjwAMmuIaTzriSU/xsW/Wus1aXytMnYHB2bR+PFcfHxXRiJapHPhY6Njbu1t7hCJ4I5R/toDXN3nhvQ5mINmIz6xsVrp5T8tc5fSFZ8Z6nFKFapH4G0XKEZfEjBu/BmmAFoprhR6bgf6VnaZ4Kh1PXrewieRw7/OT/Co5J49q6ifcsR3Guh+GlkrzX+okZIIhQ/qf6V1U8XWlo5M56tClFXUTv7a2hs7WK2t41jhiUIiKMAAdBXz58VLQQfEW5cDAmjil/8AHcH/ANBr6Jrwr4yRbfF1vKQMNYrj/vth/Wu3Av8AfHHW+E81LbpOlPmOFx6CmxgNKPrTLlySfevfOMZAu5x9asStxio7ZcAk+lLIRmmtg6jUHzVOKiTpUi8+tNAPxTGAp+M1G34U2AwDmpABUf8AF1qQCkgFxmiUZX/69FD9OtMCmDiTFWFNVm4kzU6k4qEMkPXpSuMkD1FN7ZpzkeWh9DipkIpEZUivafgfaFNB1S7I/wBbdLGPoq5/9mrxdztlPpmvd/g0R/whk6A8rfSZ/FUrzsc/3ZvR+I5vxzCbb4g3DEcTJHIOOuVA/mDWppblUAB4rU+KGkGW2stYjB327eTJ/utyD+Bz+dc5pU5KDrmvn6y1PVou8TroXGBVkcisOK5IYCteCTctc5vsLKuVrpvDr7tKVf7jMv65/rXNydK2PDM3/HxDnoQwH6VdB2mZ11emW/Ehxo7j1dR+tcog4FdD4qlxbQQ/33LH8B/9eufiHy0sQ7zHhlaBFcDKGub1GPJJrqZV+U1zerDaprFG8tjl9QlLdewxXt3gqw/s/wAIabCRhmiErfVvm/rXibRfabuKH/no4X8zivoeKNYYUiQYVFCgew4rtoLqcFd62MnxgceC9bP/AE4zf+gGvkBhzX2B4sXf4P1pfWym/wDQDXx+rZOK3ZyVBVGafSDrS0jIKKWkpiFWkNFFABSikooAWkpe1JigAoFFAoAU4pKD1pDQAtLmminUAMau2+D7bPidpnukw/8AIZriWrsPhQdvxM0cju0g/wDIbUio7n1P2rw/xDCtv411cdmn3/moP9a9w7V4l45yvjjUVA+95Z/8cWorfCd1H4irFIZnVB90HNdJZrhBXO6egDCumtR8orgkd0UTsPlqTS0LazaKB/y1H6U1/u1JpLhNZtCT/wAtAPz4pQ+JDqfCzrvEH/IKk/3l/nXLRiun8QvjSyP7zqP61zUYyM10Yj4jDDfCMmPy1zGqErKrD+Fga6icfJXOakmcmogaSRHqsiJYmQkYI4rsvhogXwpuxgvcOfr0Feb6lMZYkTPyqK9c8G2n2Lwlp8ZGGMfmH6sSf6100kctZ6G9XinxtUDV9Nb+JrdgfoG/+vXtdeCfGa88/wAWw2wPFvbKD9WJb+WK9LBK9ZHFW+A89i4DN6VXlO5+1Wfuw+5qso3yYr3jkRZQbYh781EeWqWTgYH0qJRk1YiQDAxTxwOKTPanj60wCmGpKY2aAIud1SrnFR96kHSkA7BBzSOTilH1pHJpgUpuuakVvlps470Rn5ajqMmGCKcRmFvbBpq4xT0GcrnqCKUthFObnBr2v4JT79A1SE/wXSt+af8A1q8UY/KeK9Y+B9wRcazbc4McUg/AsP6ivOxivSZtR+I9P8UWwu/CupxNj/j3Zh9VG4fyryTQLkSqqP8Ae/h969m1NQ+j3ynobeQf+OmvC9HXEGScEDIPvXg1VoenQ6nWSN5c0a+tbNs/7uucila5uI2/urz9a6K3UbBXM9DpWpOzccVoeGnI1Z1zwYj/ADFZrjir/hof8Tgn/pm39Kml8aHV/hsm8Uvm8gT0jJ/M/wD1qyYunWtDxO2dVA/6ZgfzqhF7UVn77Cj8CHSj5TXM6yQFaumm+5XJ63JwRWZbMbTl363YqBkmdP8A0IV9B14h4Lsvt3jCyXGViJlb/gPP88V7hXfQ+E4Kz94xfFj7PB+sse1jN/6Aa+PgBmvrP4i3H2X4fa3LnGbVk/76IX+tfJwA3VqzkqDxRS4pKRkL2pKWimAjUgpWpopAKetLSGgUAOFJRRTAKBSZpaAA0hobNNzSGKpp9RA81J15oAa3Sun+G0ph+I2hEDObnZ+asK5huldH8PP+Sh6B/wBfi/yNA47n1oK8Y8egDxxcn1iiJ+u2vZ68V8eE/wDCdXe4EDy4se42iorfCdtL4iLTlyVNdHAMKK5/S+u0fUV0UQwozXns9CI9+lRWrFdQtyOCJF/mKfI3FQwf8fcRz/Gv86I/EOezOz8StiziHrJ/SsGLpWz4mb/j1X3Y/wAqxounNb1n75hh17gSjIxWDqC7QxNdC/TNYWq/cNQjVnK3MZkcIOrHFe8WsQt7WGEdI41UfgMV4dEvm6jAnPzSqP1Fe7jpXZS2OGtuFfM3xDumu/HmrNnOybyx/wABAH9K+mDXy74nJm8Y6w7d7yXn/gRr1MvX7xvyOKvsjEm+VQvoKZbj5yfSklbc5+tSxDZF9a9pbnN0EkbnHNJGO9Ixy1PAwtWIUcmpBxTFz1NPpgLTSfenHpTGoAZnmpBTM4PrTwaAFFIx4pRQx4pAVpuhqKPFTv0qumA1Q9xosKKcMqwPpTBTs0+gEE42zuvbNem/BDP9tat6fZV/9DFea3Yz5b+q4P4V6n8Docza1PjgJEgP1LH+ledjNKTNaXxI9hmiE9vLEekiMn5givArImNTF3Vip/CvoFTgg+9eF3kK23iLUoE+7HcyAf8AfRrwqq0PRovU2dMjxg4rpIBhRWBpwziuhhGFFccmdkULJwKveGyBqxHrGw/lVGXocVNoUmzXIQT1DD9KKfxoKusGSeJD/wAThv8ArmtUIq0fE6Y1RW/vRj+tZsWMmpq/Gx0fgQ6VsRnNcfq77pT6V1F2+2ImuR1Fgzn0qFuVI634X2Gbi/v2HCqsKH68n+lemVzvgrTxYeFrUEYecGZ/+BdP0xXQ16UFaKPMm7ybOK+LLbfhtqvPURj/AMiLXy8B81fTHxim8r4c3i4/1ksSf+PA/wBK+aEHzVTOepuKetJ3pT1opEBRSUo6UxCGm040lIA7UCikHWgY6gYooFMQHrRSHrRSAQ9aSlakFAxDxUg6VGacvSgBW6VteCbpbPx1oU7Y2rfRg/idv9axT0pbWc219bzjgxSpJn6EH+lA1ufateVfFCxMOtWN+ows0RjY/wC0pz/I/pXqMUizRJInKuoYH2PNcx8QNN/tDwvK6LmW1YTr64HDfoT+VKavE6oO0kzzvS2/eD3ro0bCVyenSbQprp4myi5PWvOluenAlds1HBn7XFj++P50OQO9OsU8zUrZRn5pV/nSj8SHJ+6zqPEx/wBKgHbYT+tZcX0rR8Sk/boRnjy/61mxHoK2q/GzKj8CJJPu1gau3yGt5zlSK5rWX4IzUoplHw9AbvxTp0QGR5wY/Qc/0r2yvLvh5aed4gmuSOLeE4Puxx/IGvUK7qa0OCq/eA9K+VtaYjWdSckljcynJ/3zX1SelfKfiFturagPW6kA/Bj/AI16eX/Gzjr7Ix/vPVluBj0GKhgG6TPYDNSPXsxOcYOTT+TSKMCnirEKKcBSAU4CmAEe1MI5p5HFNIFADMU8UgApwxQAoxSNjFOphpARMOOlVWG2SrjCq0q45qGND1p4qJDUgNMBZhvtG9UP6GvS/gjqkUd1qOlPgSTqJ4z/AHtnBH5HP515tGNwePH3lIH1qTwzrT+HvEum6kpO2GbEgzjKHhh+RNcOLhzQaLpuzPq5PvD614Vfsf8AhJ9UBzn7XL/6Ea90jZXQMjZUgFSO47GvFfFFqbDx1qKYwssolX6MAa8CotD0qXxGzpvKofat+P7tc9pLZUr6Guhj+6K4ZHdESXv6U7RzjWrc9Pn/AKGopSTUmlY/te2/66ClD4kE/hZoeKlxfxMe8WP1NY8XA61veLEG61f1DL/KsBOnHSqrr32TQfuIrag+YSK5iO3e/wBTgtEHzSyBPzOK6DUHIjbOKPAll9r8TG4YZS2Qv+J4H86mlG8rDqu0Wz1SKNYYUiQYVFCgew4qSiivSPNPOvjUcfD2T3uoh+pr5uFe7fHu6dNG0e0ViEluHdh67VwP/Qq8KpMwqbiGgUUYpEBRSUUwHGmtQCMUHFIBAaKUUUALRRRQAhoobNJmgYjHFJmlNIKAFNCmikB5oAeelROflP0qXtUZHNMD7E8LSmfwno8pOS9lCSfX5BWlLEksTxuoZHBVge4PWua+HN0bz4d6FKTki1VD/wAByv8ASup7UzoWx4bPZNpetXNg2f3MpUE9x2P5YrftzmJfpU/j2x+z+I7a8UfLcx4Y/wC0vH8iKr2ozEM151WNpWPSoyvFMdIfbpzVzQYzLrlrjs+fyGapTHtWx4Rh36uXwfkiY/ngUqSvNFVXaDNHxLn+0IfTyv6msyPtWv4mX/SYGx/AR+tY8ZyRV1fjZNH4EOk+UGuW1d9zn2rp5z8jGuQ1B9zn61MdypHe/Dyy8jRZrphhrmU4/wB1eB+ua7Cs7Q7T7DodlbngpEu76nk/qa0e1eglZHmyd3cQ18teMoBa+KdTtv7l1L092J/rX1KxAGT0FfKPiG9Oq+JtQvB0nuHcfQk4/SvQy9PnZz19kUo1Kxf73NIetPfrgdBwKaBmvbSOUToP8KcMf/rpKcKoBRwRx+VL7UlKDQAEfSkIP+RTuaQg0ANA+lPA5poHNOwaAFxmmEU/HFNNAEZBqGRSVqc5qNhx2qWBBGe1SA81Fna/NPBFJDJVfY6sOo5qrfRbHfHTdkfQ1PT7hBNaK4+8Mof5isayugR9EfDbVzrPgXTpnbdNAptpD7pwP0xWN8TdNK3NhqqLwQYJD7jlf0z+VYPwL1M7NW0pm6FLhB/463/steoeItMGr6DdWmMuU3x+zryP8Pxr5+tC0mj0KUtmeb6Q/wAwzxkV0isdvvXI6a5Qr2PFdVGRge9eZPc9OIrmpNJwdatcdfMFQSNjOOtW9BAbXLcZ6En9DUw1khVPgZueK1za2/8AvkfpXNJ90jmuq8TqDp0bd1lH6g1zCLWtde+Z4d+4YuqttjY103w3s/L0y7uyOZpdgPso/wATXL64Nq/U16L4UtPsfhqxjIwzR+Y31bn+tPDx964sS/dsbdFFFdhxHi3x9YFdBTPOZj/6BXiZr1n463XmeJNPts/LDaFiPdmP9FFeTUmc89xKWk70ZoJA5pppxphoAWlpB0pwoEJRS0UDClpO9KaAGmkFDUlIANAozSimAGm96eaYRSGO7U3vS5pM80wPpf4L3f2n4c20ecm3nliPt827/wBmr0KvGvgFeFrHWrEk7UljmUf7wIP/AKCK9mpm8Xocj4+tll0m2nx88VwuPowIP9K52BdkQBHauy8WIJNBkB/56Rkf99CuSRML7VxYhe8d+G+ErSj5utdL4Ljy15L6bU/mf8K56VM5yOldX4Oj8vTpzgZMv9BSoL3ysQ/cH+J1+W3fHdlrBj5rpvEi5sEYD7sg/ka5lBmnXXvhh37hHdMRG30xWDYWX9o+IrS16q0g3f7o5P8AKtq9yFzml8D24m8Q3NwR/qYsD6scfyBpUleQ6rtFs9GHSlooruPPMzX7g2vh7UbgHBjtpGGPUKa+V4UwWlPb+dfTfjVivgvWCDg/ZXH6V82XKeRDHH0LDca9TLluzlrvVFQ0ZozSA165gOHTmncDpTBS4NMB2eKcCTUYpwOKYD+TSHNJmjPFAAD70uaTPNIaAHFvrTCx96X86SkA0t7mmk/5xTqaalgQSr3pVPFPcZBHFQrwSPSp6jJuoqa2+cvCT98cfUVXHSnwnbMvpmlPVAdh8Jrg2PxBih6LcxSRH64yP1FfRCnuK+a/BbmH4iaS3T/SBn3yCK+klNeFjFaZ10X7p5Pqtp/Z/ie8tlGEEpZR/styP51tQEtGp74p3jm18rW7O7UcTR7GPup/wIqO15hFeRWVpHq0ZXihZSRzjkVp+GIxJrIf+4jN/T+tZc3XHFbvhBP9LuGx0jA/WopL30Os7QZreJV3aYP+ui/1rm0XHGK6XxEf+Jeq+sg/rXOLWlf4jLD/AAmJ4ggLxbwMgda9Os9hsoPL/wBX5a7fpgYrhb2ETW8iY5ZTiu409lfTrZlIIMS4x9KvD9ScT0LVFFFdJynzZ8ZLjzvHlygORHFGn/juf6155xXV/Ea4a68dau57XLIPovH9K5POKRzS3FpKD0ooJFppHNOx7UHpQA3oKcM4pvWnY4oAU0lLRxQAlL2pMUtAEbHmmnmnOp60zkUDCnrTOvWnCgBxPFMzmnkZFR85oAOc0ZozRxQM9j+AUmNY1iPPW2jb8mP+Ne8187fAm5EXjK8gJ/11k2PqGU19AXd3DZWz3E77Y0GT7+w96DaGxh+KrgNHbWYPzO/mN7Kv/wBf+VYaRgJTWuZdRvZLuYYL8Kv91ewqc8DFcVSXNI9OjHliU5V5ziur8LJs0tz/AHpWP6CuaZcmuo8Ncaawx0kP8hVUPiM8R8JJ4gUnTDgZw6k1yycHjpXXa3j+yZ8+gx+YrlEGadde8GHfulO/P7v0zWn8Pof9Hv7jHLyhM/QZ/rVC/jzbscdBW34Fh8vQnk7yzu35YH9KKC94eIfunU0UUV1nEYPjJPM8H6qn963YV806jL5t7IV+6DtXHoOK+jfHt3HZ+CtRkdgCUCoPViRgV80vyxJr18uXuN+Zy1/iE6UCjA/CgcelemYB+NLSUoBqgDFOGRSYNKB/nNMAz9aXNFGB9aBATSE8UtIfqKAEzSE0vFJ3oGJwaa1OIppANSwG/hULjDA569amxzxn86bIu5SKhgNU+9LnawNRo3HenNzSeqGdD4clEXjLR5zjBuIxn6sBX00Opr5UsJzFPaTg4aGVW+mCDX1UjBwGHRuR+NeNjl7yOmhszm/HMStpVrIfvJcgD8VP+FY9sAIVB9K6XxVEJdDbIyVmjYf99Y/rXOohC4NePX3PTw/wkMoO6t7wgGM90wHyBVBbPfJrEkUHnHSul8IpstbnpnzB/Ks6K98uu/cNPWYvN02Q90IYVy68Guv1D/kHz/7hrkwOa0rrUjDPRkRGW5rW0HUBC32GVuCSYSfzK/4VmuM1VuVLR/KxVhyCDgg+orKEnF3NakVNWPQKjllSKJ5HYKiAsxPYDrWZ4f1M6ppwaTH2iI7Jcdz6/iKq+OZ2t/A2tSoSGFo4BHXkY/rXcndXPOatoz5h8Q3g1DXry8UHbPO8gz6FiRWO4wxqe5bcy461FJ94H1FI5mM6HrT1NNIoXIPIpkkgHNIaM80poENGd1ONA+lH50CuJijFFBz70x3DFJj2pckmm5agANIQCKDn1opDG7KTBFPyRSZ55oATNGeaODSYP1oGIQDQBzj1pGJxUQk5Bz3oA7z4TanDpnj6ymuW2ROskTN2G5TjP4ivYNX1ltbvwkZIs4z+7X+9/tH+ntXingjSjd6485GY4VDj0LHp/WvYrC3welc9Wf2Ud+Gp6czL0Ee1Rip2XikUBcA05uBXOdyISMmuz0yAW+nxJjBI3H6nmuNXG8Z9a7xfujHpXRQW7ObEvZFLWFDaZMD6A/rXLRLgcV1OrgnTpQPb+dc0gxSrbjw+xFdR74CvqK2fCPy6GIipBildST35zkfnWY4yuK1PD0q7ZrY4BDeYB7Hg/wCfelRdpFYhXib9FFFdZxHn3xgk2+DEXOC90g/Rq8CIPWvbvjTOU0PToM/6y4Zj+C//AF68SdcAGvZy/SkjjrfENH1p2BTVAxzTuBXooyDOOlKORSbqUk1VgDFKABSfWjApgP49aMUmDjvS9qBCUhwP/wBVB69Kb+dAC8DtSH6UlFAwzTTjHWl4NDDIqWBERQDxSnp1pnQ1DGRP8kmR0NOzxSuuQQevaolbjBqNmMtWz/eQ9CK+ofC19/afhfS7w/ektk3f7wGD+oNfLEb7XGD1r6L+Fc/2jwLbLnJilkT9c/1rzcfHRM2oPVo3fEjY01Is8yTIAPXHJrD8vIq7q10L3UFSM5it8gH1buf6VARha8Gs7yPXoRtEpyLg10fhZdsNz7uP5VguuTzW/wCG1IjuDg4yPz5pUfjCv8BrX/8Ax4T/AO4a5ReTXVah/wAeE/8AuGuUj61dfdGeH2Y6QBVJNU2YOmVINTXzFYTg9e9c1pt5LFfS2coyo+aNxyGUn+eawZ0pXR1XhaXyNZubcnAmjDge6n/A/pV7x9G8vgTWUjRndrc4VQSTyO1ZWjADxHaMeCQ4+vymu77V10XeJw117x8UsWDkMDkGmzZ3DGOnpXsHxl021j1qOaK1hRjbqWKIF3Hc3Jx1PSvHZxIrY4z9K1UWcbgxV/Cn4HqKpyTTR4+5z7Go2vrhM5jj4780crJ5GaOMHoKX5vasc6tP/cj/ACNH9rXGeFj/ACosHs5Gv83oPzo3Njt+dYx1a5PZP++aP7TuTjLKAfRKLMXspGxlsdvzo3N6CsZr25zgSDB/2RSi6nMMh807lweg6Zx/UUWY/ZM2MnHb86aWPoPzrE+13Wzf5rbc47Uw3twR/rWo1H7Jm5ubsBn60w+YfSsUTzt1lf8A76pVZ34DM3uxOBTsHsmuprN5neRV/ACoy6ZwboZ+tVEtS3Jck9cCrMVoQgLKufSmoByeZYVWIysu4fgafggZJH5VEttuJxlc/wB3tStFIDtDMeO/NJwDkIzIxNRlQWBB60bZg5BTp1INWbe2a4kVQpBLBRkdzUtNAos9j8AaesPhu3nKjdNlifYcD+Vddoc7XEl2T91Zdqn2wP61kWiLp+gJDH8qQRBB+Aq14ImFzoYmGTvkckn13GuFu7PZhDlhY6J8ZqKWTBGKWVwCeelQsflyaRfQdH886J/eYD8zXfgYGK4TTY/N1O3TqC4P9a7uumgtGceIeqGTRiaF426MCK5LbtYg9QcV2FcpMuJ5B6Mf50V1omGHerRG3K1CJZLeVZoTiRDkeh9jVgDioJF9K51o7nU7NWZ1lndJeWyTIeGHI9D3FWK4mz1BtMv43JP2aVtkq9hno34V23auyEuZXOCpDkZ5T8a4max0qUEYEki4+oBz+leNTdVr2/4xOBotkpiVm81mDHqMAcfr+leKTc4PHIz0r3cD/BR59X42QEknA6e1Lt9aQZNOxXoIzDb7gfjSnGOTTHlhiGXkRfqQKrPq1hHwbhCf9nJolVhH4mkCTexbJX0JpRu7DFZT+ILMcIksn0GKrP4jbnybZcert/hWMsZQj9otU5PodEAfUUvPqfzrlj4hvSOFiX/gJP8AWom1/UAeZEH/AGzFZPMaPmP2Mjq269TTTnHBrmJddvklZQyEA90pv/CQX3QiP/vn/wCvS/tKj5j9jI6jk96OT3H5VzA8RXg6rEf+A/8A16kXxJP3t4j+JFUswovuHsZHR4Pt+VIRxnArBHiVv4rdfwf/AOtUi+I4mHzwSD6EGqWNov7RPspdjWI+oppUYxmqKa7ZvjJdD7r/AIVYW/tpfuzxn2J/xq1WpS2khOMl0Hcjio5F53D8RUowTkdPamkj1olrqIrNMN1e4fDHU3tfAsiJkTTXT7D/AHVwoJ/PgV4vY2cuoalDZx/elcKOOnvXvWj2MNhawW0C7YolAHufWvHzGtyx5erO3CUuZ8z2Rq28YQY796mcUqYxStXhnqlcjmur0eLytOj45fLGuUPU12lsNtpCB2QdPpW1Ba3MMQ9EiLUiV02cqCTsPSuSV8EV25AIwRkVymraabOXzIv9Q54H90+lVWi9yKEkvdICiPe2hkVWj85chhkcnFWPGeq2Wmafa2boPPvZgkKqMY28lvoB/OqiyB4iuSGHI9q858balqt/4ttRcCL/AEVM25jBUbSeS2T1yMVnGSUWjdw5pJ9jqnvns7y1u0ViIZFZsemef0r06KVJokljYMjgMrDoQehrzCGQX1mrbgjAcqD0Nd14Xn8/QLVSwZ4gY256YJA/TFXQ00M8THRM8y+M6FdStH7Nb4/JjXi05jIIYYfdgV7v8Z4cppsuOodc/TH+NeB3TH7XJuztyeK647HEyrKMgYzwPSq0pAATBLAAmrsuxl5BzVa5QqUHAPGTVEMozJg5AAB7VX2k5wKvyoQVxzUIGFO8DI7AUrDTKqMytletPdsJgqM57VJGoV8kEg0DYZGYrtA5pWHcYjBlILEMDkVYgC5dP+ekZAXPoQf6VSf73BpwlwVYZ3qc5zRcdi84EMzRvCqhhlNjZx6VTmRYmKbg7dyO1TzO8wkdELKqqWZRkKOgz6c4/GqYBz05obBIcg3HBGea0bW3Y4wpJzxUNnbyySjaBg9a6eztBHGvzKMnGD1ppEt3KcFoTkcZ9avC3KxKCoBz6VoRWitjH6VK9vgZUHauBzTAxTEyMAowTySKZPGFQbVBbuSea1dnmMVCAMOh9KrTwMDkgHPU0DMkJuU4yea6Xwta/adagVwNivvJxnoK5+QBZR357V2Hga6sLTVy93OIwIyFbtnjis6nws0pWc1c7nWZFs9CnffnKEBe5JrV8HWE2leE7WC5wJmBdhj7u45x+tULu1OsXkLGMrZRsGBckFzkHOPTAPX1roZJRIwCn5RXntdj1ZPSxFLPm42AZ4yTSSyM2EBGB94+lV4RcXdy620Eksjc4Rc4HvXS6T4Ydtsuo8KORCD1/wB4/wBKcYOWxjKqorUPDVo81ybtlIiQFUJ/iNdZimoixoERQqgYAAwBTq7IR5VY4ZzcncD0rlrr/j7l/wB811NcvejF7MP9s1nW2NcO9SNahnIRMmplrL1t5PsjrH94g4rnSOtK7EuEEsTDqGGK67Q70X2lxOTmRPkk/wB4f5zXnmj6g95ajzFZHBIYMOQRwa6/wlIFN7CTzuWQD6jH9BWtF2djLEwsjP8AigsbeFkLxoxNyihmHK5znH5V8539xLHMwDLt7cV9I/EyIyeFAc4CXMbN9MEf1r5s1FD5j9Se/uMV306k4q0WefKKe5nyXtyG/wBbgHuFGRVK4knkAJuJGHs2P0qcrkEZ6DNQhOwGD6VUqs5btiUYrZFV7dTyTz700wquOKsSlmPOCOnIqFhgdBWTGJ5ShNwFARc8DGfakyAMZPNOVemH69qAAxfLkAfnTQjPx0PuKcG2naxzzTwMkg//AK6YEN2oFy2O+D+gqDZggk9a0JIo9qSsTuEajAHGRxyfwpk8SyFXi+fPJalYdyjtXnjNKFL8AVIUCNgNuIoG5upAHtSC4nlqOGbn+6KmjRecRjp1anwxjsBVpICRyARTEQR2/bcuD7VMsCc4TPsaui0+Veg/nT0hC43ZBPpTsBWigEaZViD7HGBUjSEqqrIwOeec1YaHyxkgcj7uaqkBGBwACeapSktmFkzvPh3pTTai99JhliTCnHc//Wr1i12/aDHkblXJFcT8OoxH4dM7DHmykjPcDiul0Wb7Trd64PyqFU/qf61wVpuc9WejQhanodCQV6UkhwKczVBKS1Ymlhhbmu3tRi0hH+wv8q4YfM4X1OK7xF2xqvoAK3odTmxD2H1FcQJcwPDIMq4waloroOY4G/hn02bZKPdWB4YetZpS2vpCz23msDy2zNeiX2n22oxCO5j3gHIIOCPxp9rZ29jbiG2iWKMfwqP85rn9hrvodKxFltqebx6E1zcBbO1ud564JVR9SeK7bQNCXRrZ/m3zy4MjDp9B/jW1wKBWkKaiZ1K0pq3Q8z+McYbR7BueJHBx9BXzpcy5uXzww4Ga+nvipYm78JeYvLQyhgPqCP8ACvmC6Ui4JYd8H1reOxgyqN5AAXIJ5P8AhT54wXHytkAEEHg04REOMZ78elTCMnjgfWqIIuRgMgx9KZJbAoC2TnkgVox2sjg5GSKVrCX7+TgDHFAjF8jcMbTxwM8VFOPKTDAc8dea0bmKaMAg57c1j3TlnAbqKY1qyCTA+Udqjp7YzxTKye5oi5bXlzBbXVtDMyQXKqJkHRwrBhn6EA1Eqb5PlOB2zRCMh/XGBSwkMwB7dKpCbN/SlCBScZPGcVsBFY/J2Pc1laWATk9APzrbijLHaoUZ4PPFUQi3CCYi+duODihpS7FPuqM8kcmp1g8hd2F7DPrURjAcyKQFPY9KBkMaIqnDfNzjnk1XmwYtvHr9auiPLKozk+hqKeHHyErz0x3/ABoGc/c5Vt4bGKvaMBJOocYBHOPT0qtMgLkMD8p6etaemRbZBIBtUHPAz1pMEfRPhvw1aXPhLSnn84TPbI7OshzkjPf61fh8J28c4drmV4wc+WwHP1IrX0uEW2lWcAGBHAiD8FAq3WHJF9DZVJrZkNvaW9opW3hSME5O0YzU9FFWQFFFFABXNashjvnJHD4IPrXSVUv7Jb2Ap0cco3oaipHmjoaUpqMrs5sOARUTi2N9Gb4J9lAZnLnCjAJ5/KmyrJE5RwQynB9qh1Gzi1PTJrWTO2RCpIPI965Vozu0loc2PGtn4j1VIrGzEFvb7o4n6F1+nQf/AF62tH1QWPiO2DHEVx+5f0Gfun88fnXk9rBeeHtdNv5J2QMF3dQynnP416UgW/sllt8DjOQMkGnduVzSVJcnL0O08a2/2jwhfr3VQ4/Bga+X74sswftuOR619QGcav4NnMoHmPaurj0cA5/UZr5f1sYkYAjAJzxXdBnkSVnZmS7B9zKoHtUB+XcVGSOBU/m4wABg8c0wkEO+cHHarJKxOQcnrzioGQk9OKtIm5TgZ5NRGFhgnPX1pAVXj+YHJp4i2IGKk1KQWY/Sk2lwBk8eoosBA6FQCTyadFIXJBIHvT5QxYqSR9KpOSp4+lIC/DcslvPGXIwOD7Ej/P41VlnYMyxHCHuO9Rtkxk5wcYqbIllaVYli3nIROij2zR5AQogz1JqzBFu+tRKBvOSa1rG2yd2RwM80JASW1nuALDHtV+K125JT8hT0GwKAnTuRWlCuACcYx161QFT7OFVVwR9e1I1qOGP3V9K03iGwszjk9D9OtV4I8vuIJX07igClKgY449jWZICs2wDODxmugnQCMvgZGcetZ+kWZ1HxLaW+wsrSbm9MDk5qZOyuVFXaR6xoEf2Hw/BbnAMcIH44yaseAppLmPUZmC+WLpgD3PC9ai1hxYaYcRgzyERxKv8AEx4FbmgadHoeixWSENIcvI/d3PJNec731PYaSjZGrJJgmo2YCPcTVFpHlv8AYrYjjHzAd2qcZnlEUaFyTgKOrGkZ3si1p0T3V5boo+824+yjrXcjpWbpWlrYQ5bDTuPnb09h7Vp1104cq1OCrPmegUUUVoZhRRRQAUUUUAZHiaz+3eHL+ALuYxFlHuOf6V8lakgW6kAU5zyPWvsplDKVIyCMGvk7xRZLZ+Iby35BjmYEY9zVRJkYSRrI+WB/nWrHaQsAGXbnjOOKW2hUhcrjjr3rREAOG7YyeM1ZIQWqKHwA2cdKk8jaS235TxUsLIPnIxtBqVwPKLA4H3qAOc1C0Xy228gHn6Vyd7bKHL/dHXkV3t2iOCq9WFcvqFuFJBJz7etMTOadQoznmoqnnXEhUHOKhx0rOW5otiWHgnNSIo37WOCDWxoWgTarFqbxYzY2DXbg91V1BH15/SsmQGKdjgEZ4zVR2Je5v6eu0EYBXPArahTIA5B9ugrF06Qkqc4OK3Ip03FlBy/DA/wmmSiZRJ8pGWJzk9hUrudhDMM8nj/PNRNOzc5BB9KTczKOu5Tn8KBlqLdnBUcr8pB46VDLgAFmwT1qeNm2ZJOMc/nUdyGkcHb8nXNAzJnAZiQOPf2rY8PWxuZ0gz880iLnr1YD+tZZhCs5y3Oefeuo+H8An8W6XAVzm4Q49l+b/wBlpPYEfSoAAAAwBS0UVmWFFFFABRRRQAUUUUAY+r6Y1yPPgx5qjBX++P8AGuWNx5fUEHuDXoFZVxoFjc3n2l0fJOWQNhWPuKxqU7u6N6Vbl0kecapo9tqlyJzIUkA25HpTrUDSrA20NnFNKzFjcSyEfgAMV6O+g6Y4x9iiX3UbT+lRxeHNLil8wWwZh0EjFgPwNSqUkzo+txas0zP8PyXF9oU8UtlHboyMqNGTtkyDk88/jXzP4ljaC8kjxjaxUj8a+vlAAwBgCvmL4l6aLLxNeADYDK2BjtnINdMNNDgm+Z3OBzkg5wcd6cgPlt8wLEcEinrGSCCMheKfHEdg256VZBEqHJwQPYU9V/ifoo71ZitSxyA3BGau/wBmnOGHHemBitHkD5xjrUbhACevfrW1cacYwOmCOKxbqAxbsLyKBFBmYqcDnNVj1yec1YOQCPWoSo3DOfpSYyNmwu2rRG2JCvWquzc/T86t7CIUznlAwpLcbHIACMDIrWsiQyqvryPWsmPII7jNa1gSMnHOOlMk1EBYnePcVoW+dhGCAejHpVGMqSCwOM5xWiJ4NuEU5xjrxTGRkMLo7vvf7XT8KejMpORwc5OOtP8AlZCcgkcChF8zZjjPPB96AK04PknBGfT1qHw/q50PX4rplDRnKPnsD3/AgVoTkEjaABn86xLu1HnE4wTzg8VMldWKjJxd0exRqt/c2+oXU6ShDuiWP7i+/ua2DeKAZCQcDjvXF/Ca3abxFarkmJGZ9ueMBG7fXFe7y2FpMMSW0TjOeUHWuV0X3O362nujgtO0XUL2BJEQqszE+Y3Qeprs9M0W20xcxgvIRhpH6/h6VpKqqoVQABwAB0pauFNROedVyFooorQzCiiigAooooAKKKKACvnP4p6aLPxneuo/12JR+I/xzX0ZXjHxps9uo2F1t+WSIoT7g/8A16cdxM8thcgYOSMZHPSr0dycMhOfQdKzEZhIAR3qyF+cOM89cf1rQgt+dvOCcY5qWSdiArEBCeoFQqpaIKeT6jrUcyOXUdcDAoAeyF4z2xWVeRgkkjIIxn1rZZG2e+OMVi6pJhQV5xxgUCZx93CI5iO2fWookDyKeik4+gq3dRF2bBHy8YplrGwlAxnJH0680NDT0PXPhFpH2nRvGkzJgHSvs4H+8rtj9BXlV5HiUMAGDAc49s5r6I+BunCTwbrMzDi8u2iz6qsYX+prwS/tHW5MQXhCYz7FSeP0qY7hLZE2mpmME/y6CtmCLG1mJAPTFULEA7ArbW4GK1iGWL5lHy5xjirEEpWKID15IB5pYiSmeNx69qiJSRFO85xyDU0I/eFuBx0BpAh6SnIDABh6VPPIwjZOq1A4/wBJyfYdamdd6MpxjFBRkyl95PO3pxXpHwn0/wA/xXb3RUk28UknPbKhf/ZjXASYUADjn0616r8GdzajqJOSEhAB+rf/AFqmWw0exUUUVBQUUUUAFFFFABRRRQAUUUUAFFFFAB2rxH43aYY7yyv0HyzqUb/eXH9MV7d2rz/4u2QufBpuNu5raUN9AeD/AEprcTPm+ON9xAH4Vo2sLAH5QMe9RwL+94AX3Na1soYBcZ7GrJEgiRsgxkNnt0q8Yg6gkkI2Og6VGEMRAUdBk81PHJ5jbcfKo5x1zTAqXEZCYwDtNc7qMAWQ44B5P1rp53CyMAByOf61k3cYdG4G8daBHJTKVbgY9MVTILye5rWv42VRkZz+lZwXALYPpmkBHAhYucfQ/Suu8S+Hv7K0Lwtern/T9N8x8/3g56f8BZa5qKMiBz0baR+Ne8fFjRBF8MfC8yLj7CIoTgdA8YH81FT1K6HgcZIJFa1rjIPAJ6GsyWPa7Dv3q/Z5+UDPuKok3YVO8Rg5JG76irIiG3G8KCc8VQjlfbtzgD7pHUVaBLA8Yxz14pgT7lRMrgYPOTz0/SpYFT5TuwwPPoc1VTJJGSQevNWYcIOSeD27UDH3A8uI7CBnnGKzXV3nIKnGc5rVMayLud/mHT3rOmkVZOnJ7UAej/B2EvrpfJ/dwMfxOB/Wvcq8e+Ddsftt7c/wiAJj6sD/AEr2HtWb3KQUUUUhhRRRQAUUUUAFFFFABRRRQAV558XbA3XhqC4A5gm6+xH/ANavQ653xxZ/bfB+ox4yyxeYv1XmhbgfM6A7/mPI4z6VbWLzEJGQSOSKpuXWXjGSeg9avRMDhAe2TWpmPC+TjbyV6e1GQ8q7SfU05AdxHGPY0qxFTv28AUALJJuAxghT29Kyr62L5C4Pfir7F0zzgN0JqKU7c9NzcH2oEcfe27KrMq7TVGLIuo0Uc7hnnvXQ6jGVLlR05rLsY1Wd5HUcZb6UMEfUfwat1g+GOmOBgzvNKfxkb+gFeB+LbRoPFetQxjaYr6UEf8DOK+kvhzaGx+HOgQEYIso3I92G7+teBePoFTx5ru4kN9sJ+oIDY/OojuXLYwrCLYm4qu5ezd60opGkQRyt7gmqdsxRssuVPQ5zVtFST5MnIyRmrIAqiyBT1J+lIN3nEYAUjA9qRwCVY5wRTU2AFl+8vc0ATL98scE9asgAwbsc+ntVRJkLpkZA9atrICQNhIx1oGVJsZGGIznOK9c+DNpIIdTuzxGSkS8dSMk/zFeUSIsr/KOD396+gfhzpp03wVYq2fMnDTvn1Y5H6YqZFI6yiiioKCiiigAooooAKKKKACiiigAooooAKyfEtiNS8NajaFd3mQNge4GR+orWprKGUqwyCMEUAfIssWy5dfTgip1kbYSTkgc4q/4nsGsPEN/Znjyp2APTjPFZkAbac9O9aEFsSvKAQeSMYp6PztPynGc1BGFV1GQO4xVnYGVnPbjnrTERK28kDnaeCepFJOgbIHHv3FSW0A8zg57fSmXI2r8o/wBk80Ac5qDKV2/XqaxsfOPY5rXvY23vVB8bsYGccigC1p0H2i5hgHWWVIwOv3mFfUfxP00Xnw01WFB80EKzJ7FCD/IGvm/wTGt34y0K3ONr6hCD9N2f6V9c6nZjUNJvLJhkXEDxH/gSkf1rN7lI+KbkAvnGGPzHmrdnGAASRhvWmy24ibZNndE2zPrg4Iqa0U/dUbl6c1oSasUXyF+Cc8elSu4ERxyfX0p8UIAJU4IHKg8iol3qGDAMDzk0ALDwMsPvnr61MyGIgjvxTFXayllPXjmppDkLwSee/SgCdfnjQYGcVSaEMCz5/KryKeOAcdQKjdCTnnBI4HagZ678HUAsL8jI2lFwfxNeodq8u+DhP2TVFC4XdEST64PH5V6jWb3KQUUUUhhRRRQAUUUUAFFFFABRRRQAVWv4ftGn3EOM74mXH1FWaKAPkvUIVt76ZBkAMSCaLVGDiQMuAfWtbxzYCx8VX0AHCTvgD0PI/Qisi1ICgA47c1qiDTWMh84GT6CpnUiBfug9x7VDBuJXdn8DU0mNm0YO3saAKjcIVHrn6VUaE43Yx39a0tmZQSAAe2etV55fmKYC+woEYt/AHBOTk1jxxlY7rHURsPbpXQzRlgMrnB/KqE0Ahtp+nzKfwpMZ9caJGItA06MDAS1iUfggr53+JkJT4hayCMbpI5E98xrmvovR2D6LYsOjW8Z/8dFeA/FiL/iv9QJHBihdfrswf5CpjuOWxxkb7U2joTnpV+3USAkAZGc8VnQOxfYegNakbqF2Fhn6VZCIn+YEKmAOhqp5bbGOc/w5q6r4/dlcLnjPeq7fu3MY780AMUFXHHpmtBWyuQenBUVTyWm+TGBUkRwcZORQMntozNdRwxscySCMficCvqS2gW1tYbdPuxIqD6AYr568C2X27xvpkIjDosvmuSOAEBb+YFfRlRItBRRRUjCiiigAooooAKKKKACiiigAooooAKKKKAPBfi3pq23iprgJgXEaycdz0P8AKuFiwNpBBPWvX/jRYh9OsL4A5jZkbHp1H9a8agfypC38PoR1rRbEs0tiAZYZOPSkYsp3YBB4x2FMhYSxk4JxwcGrEce9AoznPft9aYiBDtiLY+8ee1EgGGJ5DDOPQ1NLCIwq9u/eqzKIjyM46YNAjOvLVWj3DOeuPasK8QKGIxu6V0rYfzCfTisK+izj5fzoGdB8MrQSfEDw+Mj/AI/PMP8AwFGP9K+s+1fLnwrAHxE0PIyd8p5/3DX1J2rNlI+R/GGnjTvGmu2m0+XHdSMOOm47h+hFZtlGqOABkEfdNdt8Wrb7L8RtRdVGJ4IpcHv8u3/2WuNt13sMEhhk8HirWxJdQGNmK5JHOPUVJI42bkAHbpTEdzg43cYNTMmSwCnGBjimIhdlfaMNlcdKnA5yACeMiq/m7HHPGOaPMPK443dKANOBWVT3J4wfSmyI6jZnAz+tRx/NGGZjjPapc/vDuUlR0oGe2fCqy+z+EzcsuHuZ2bPqF+UfyNd3WN4VtPsPhXTIAMEW6sR7sNx/U1s1kywooooAKKKKACiviD/hO/GH/Q165/4MZv8A4qj/AITvxh/0Neuf+DGb/wCKoA+36K+IP+E78Yf9DXrn/gxm/wDiqP8AhO/GH/Q165/4MZv/AIqgD7for4g/4Tvxh/0Neuf+DGb/AOKo/wCE78Yf9DXrn/gxm/8AiqAPt+iviD/hO/GH/Q165/4MZv8A4qj/AITvxh/0Neuf+DGb/wCKoA9r+L2nrD4mFwMj7RCr8DuMqf5CuAtNpccYCjBB9a4e88Sa7qLK19rWo3TKMKZ7p3IHtk1U/tK+/wCf24/7+t/jVKVkJo9UikUAYHIOfbFOkmzuVeB715X/AGrqP/P/AHX/AH+b/Gj+1dRH/L/df9/m/wAafMKx6V5jsSVznOOtMnVV5bgnuK84/tTUP+f+6/7/ADf40h1K/Yc3tyfrK3+NHMHKd+4LZIJXvkGqt8B9nkLHqprif7Rvv+fy4/7+t/jSNf3jjDXc7D0MhNJsLH294Vbd4S0gkk5tIuT/ALorxn4y25Xxojj/AJaWcbfXBYH+leOReNfFcESRQ+J9ajjQBURL+UBQOgADcCql74h1rUpVlv8AWNQupFG1XnuXcgegJPSknYfQ7K1jAIyDjP51aXk7iv3uPpXnQ1G+ByLy4H0lb/GvQdPDSadZyZZ3eFCSTklto5q07kuJKWAJVs5A9OtIyrK/zNhtvH+FTsgeIKylWXv60wrtY8HpwaYiEqyfKflBHzGk2MgwBuz1PtUzRh1JbJI4/GnbPk27foaBnofwbsWl1m/vXQ7LeERoT/ec/wCC/rXtNeefCO32eGrq4xgS3JUe4VQP5k16HWb3KQUUUUhhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHH/EmzN14OuHCgmFlc8duh/nXzm7BZGRgTg44r6u1azGoaReWhUHzoWQA+pHH618q3cbxXTKRhumAO9XEll62REwOcEY79auRqm7k8ZFZ8BLg5HQ4JHrWlEMK2CcdQDVCGTrukYhT6mq5iaU8DIHUelWZDtILNg452mojInlOFJ56Y70AVJ4xEAcgnvWVexeYGAAz2NabEkEMD649aquE34wdxHPpSYG18NF8v4h6Dg/xuD/3wa+oO1fL3ghzF8QtBbOP9K2/QEYr6hqGUjwX44W4TxVp1yq/NJZFfrtc5H/j1eZQgE4GBxxnrXsXxzgCTaFd9/30ecc/wmvGQcyjae9XHYl7mnahmII5HPerLjdJsRsDr3GfrVaFjHGGAyc4zUzkvjB2kdRTEQtGBOoYHB/ipPLATI45qaQFoSy8MOOv8qjA3AAkYzkmgCeB/L+Uc8dPWr1lbfbNQgt9xHnOsQOM9SP8azhgSAR8KPyrq/AVt/aHjXS4yARHJ53thQWz+eKTGj6EjjWKNUUYVQFH0FSUUVmWFFFFABRRRQB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV6ZpSAaRZbQSxgTqf8AZFeZ16fpMZ/sqxfOMW6c+20VUSZFnGyRTwVI5GadcRHyh8p8sEkH+lPkIGHIwcE5prSZjcqDg4ypqySNYlaEOcoOvWn28Rm2oQSCfSmsHCquRt64711nhPTPtes6fayDcs8nzYHRACT+eKGNHqvgOxbT/B9jHImx3DSlfTcSR+ldNTVUKoVQAoGAB2p1ZFhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV80eNbM2XijUIV+VUncrkdic/wBRX0vXg/xNtSPGV8xjwrRxSA54YFdpP5qKqO4mcXblhF909ckjpVsSSdcnc3y1mpvRtoJHt61pRFsgy54GTxntVkkMm/y/Q/WmqBvLMxPb6VNdAiP5c4zwPWqCBhuKthgNxJPSgB8znzCuPlqJkxg//Xp7P90Hkg9aaSViyc8frSYFzwf/AMlA0MYyBeJxn6V9T18s+Dk8zx9ooHH+lI2B2+YV9TVDKR5J8dV/4lOiv3F04H4rXiyxhSCDgYyOK9s+OyO3h3THU4C3fP5cV46YxnKgEEdxVx2Je5KAcLkYQDHrT1VnXK4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"path": "000309.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.
000310
Men Tshirts
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", "path": "000310.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.
000311
Men Tshirts
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"path": "000311.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.
000312
Men Tshirts
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", "path": "000312.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.
000313
Men Tshirts
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", "path": "000313.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.
000314
Men Tshirts
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", "path": "000314.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.
000315
Men Tshirts
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", "path": "000315.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.
000316
Men Tshirts
{ "bytes": 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", "path": "000316.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.
000317
Men Tshirts
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"path": "000317.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.
000318
Men Tshirts
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", "path": "000318.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.
000319
Men Tshirts
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", "path": "000319.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.
000320
Men Tshirts
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", "path": "000320.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.
000321
Men Tshirts
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", "path": "000321.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.
000322
Men Tshirts
{ "bytes": 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", "path": "000322.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.
000323
Men Tshirts
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", "path": "000323.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.
000324
Men Tshirts
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", "path": "000324.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.
000325
Men Tshirts
{ "bytes": 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", "path": "000325.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.
000326
Men Tshirts
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", "path": "000326.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.
000327
Men Tshirts
{ "bytes": 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", "path": "000327.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.
000328
Men Tshirts
{ "bytes": 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", "path": "000328.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.
000329
Men Tshirts
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"path": "000329.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.
000330
Men Tshirts
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bW/r/APqYP94/yrCqkAUuKMUuKLhcQDFLRRSEFFFFABRShSelLtNADaKXBJ45o2nFACVNZ3stnqEYUgJKNvvu7VFg1W1CKR7UmMlZUIdCOxHIpSjdFQlyu50lvJJfarbi7n2Q7s+WDjca6e7kC2JXaenSvBr7WrvU/EFnNZtJkqNyrxsI612k/jXVLrSj9mtRJcoNrkDGCOOR2rn5bHanzam9qKQWthLezXklu6DKhGwB9R3qj4f8VvewKt+ipL2ZRww7H615TrI8U6tO8l/LKLdPmK5wqiq39uXVjcxxwys3lD58DKkfWjkDn8j3e61S3CZDKa4/WdSErFE6VjaRrTavZtIVKlOG5qjqN9GjEBsnBxz3qLa2K5la5keIbtPs8iZ5B7VveAYWTw4JHGPMkZh9K4G8ll1TUEs4TuLNliOwr1rR4oodHtYoRhEjCgfSumCscdRt6l3FGKWjNaXM7jSMUjDIxT+tNIoAZ5Z9RTSMHFS01hkcDmiwWI6KUgjrSUhCYpjKWIqSkNMZ1dKKQUoqQFp2aaKWgB1LSCnCgAFLSUtACiq97p1rqMSx3UQcIwdT3Vh0IqwKWgE7HH3ts2lXzRRg+SRuTPPFV727AsXlC5IHSup1fTzfWoMf+uj5TJxu9RXI7l/eJIpUfddGGCD9K5KsLM7KU7q3U5yX7XezIrhEiVudxxXTaYNJsL5rlr55QYwnlnC4Pr71kz6HbXMpn4Mo4yen0q5btYac8QksIzIM4KRjOfrSTvsdMIQ3mzrLe+iukxYadLKx+UM7bQR3OTXQ2h2QtGVK4/hNUNIk3wiYx7Sy8D2pt3fOJ8ISqk43cVO7Iqcq+EszziRlt1OWlbZ/PJ/KpSoQlRwBxVbTI1lmN5jI+7GfbufxP8q5fxp8QYvB+tw2l1pc08U8QlWaOQDuQRgjtj171tSfvWOaqrxudjRXNaJ498Oa8i/Z9QjhmbrBckRuD+PB/A10tdBzBRRRQAUtFLQAlFFFABRS0lABSUtFACUtFFAGRr3+qg/3j/KsOtzXv9VB/vH+VYdMQUUVIEFAEeKUKSak2j0FBOAKdh2G7D60bc9T+VPopjEAA6UtFFABSHHNI7rGhd2VUHJZjgCua1PxUiBo9PG9u8zD5R9B3/lSbSNKdKdR2ijeuby1s1DXM8cQPTcetWNFil1xmlhj22AJXzmPMhHXaPT3NeTXGp3M2qN9slMhcAK7fp9K9R+GOso9tc6O5w6EzRe4P3h+fP41lObtodSw0VG/VHH6xpjeFPG8c27NvKcgluxPStLXLfS7uT7Qk/kXDdHRymfbIrofiRo73+lm4iUb7Ybxzg/nXnE0/wDbGmqisPMQDPr71C1VyIy5DWjgiuD/AKXfvc4G3a8xYEe471cntbJLF8KnlqPugcVxtjayWkjNJLjB6DtV3V9bU2IhjyGHXB70OLuN1VbYyZNVfTWuIraTETnjHasqbUri4KxR5Z26ADJJqpsnumCxqzux+4BXXaF4f+yKJ5lDXB6k/wAI9BV6I51zSehNoekpp1sZW+e5kGXY9vYVdudS1nT9kmnToY15a3lQFW/HqKveWMYqpJy20io5ne5tyK1i/p3xB0q5lS3vlksbg8P5n3Fb69vxrrFIZQykFSMgg8EeteG+J41j1MFQAWQFvc0/RvGusaIEhjn861Q8QS8qB6A9RWydzmlGx7hRXIaX8RdFvtqXTPZSnr5oymf94f1rqre4huoRLbzRzRno8bBh+lMkkIpKdSEYpgRMGJ6U2pqiYYbFDASkIpT1IopCOppwpopwpDFFOFIKUUALS0gpaAFp1NFOFAAKHZY0LuwVFGWZjgAepNLXnXxf1KW30C10+GfZ9rkJlQdWRR0+mSPyoAl1z4uaHpwuIdPWS+ukGI2C4hZv97OcfQc1g6f4iufFlvcam9vDBcxuEeOPJVlwMHk5z1/KvJDzKd3Nd18OZ/8AT7+2LcPGrge4OP61NVe6aUviOssL6KN8u5wD86Hgg966OxbTr+RWkAJUEdelYN/pMVyS+SjgffTr9D61UttE1FmVY9QiC/7hH8jXNaL1Om8loejpq1naWhELrtAxg+tVbdzrV15cAIt1b97L/wCyj3/lWbovhD5mm1HUZphtwYk+XP1PWu1tIYbeFI4IUiiUYVVGAKNFsLVvUswxrGioowo4GK4f4q6FYar4UmurqUQT2Q8yCXGeTxsPqG4/Gu+C7QDXifxh8TLc6hFodu+YrU+ZcFT1kI4X8B+ppwi3JWCbSi7nlf2aLZtwc/3s13PgH4g3ujXUel6lI0+n5wN3LRD1U+ntXEbi3OCB/On6bE9xq646IpJNdhxn1TDNFPGJIZEkQ9GRgw/Sn18+2OoX+jMZ7G6kgk3ZUoeD7EdD+Ne2+G9Z/t7Qre/KbJWG2VB0Djrj27/jSA1qKKKQCUtFFABSUuKKACiiigBKKWkoAyNe/wBVB/vH+VYgUk46Vu64cRQf7x/lWN+FUkFhoT1p3NLRTGFFFAoAKKWsfUfEVrZbo4v38w7KflH1NJuxcKcpu0Ua7MqKWZgqjqTwBWBqHiuzt2aOzK3cg4JVvlU+5rgPEWrahqV6UmnbygoOxThR+FUdNmS3uNrHCOME+/apb0NKcIxqqNQ6S+1K71CQtcSll7IPuj8Krhc85pypnmn4zwKyPdjCMVZGPq0WPLlGeMqau6Fq89heQXsDAXEDZ68MPf2PSlv4fNs5VA5AyPwrDt5PKnUnOM9qpao8+tL2VbyZ9EWup2fiTRftEBBV12yRE8o3dTXlXiDwncaddSXGnylgxyUxjA9BVfSNcufDuofaIcPE/wAskRPDj+h967W41G11qx+2WTlkPBU/eQ+hFZO8XoTVo6nl8mn6yjmPbuyNxwOKlsfC99qlyzXT/Z4Qfm4yT9BXRy3bRSFT0FSx3ZVN6twarmZzezXUt2ui2Om23lWsOO7MeST9aa0ewdMCoF1bB2ueKkuLpWi3A8YqS010IGYDvzVSbAycimG5LPwKoaxerZWrMzZdhhVHc0Achrk3n6rKwOQuFrJPDc1d2NLIWPJY5JqO5g2FW9a2izGpF2uNEQI4FW7Sa6spVltp5InHIMbEU20XzI+nI4q2IT+NJs2hBSV7HUaZ8QdTtkVL6GO7A6vnY+P5Gu30nxLpmsKBb3AWbvBJ8rj8O/1FeReXUNxbttEkZKunIIPNNSJqUNLo95IpK8v8N+Pru2K2upA3MIGFf/loPx716PYahbanarc2km+M8ehB9COxrRM5bO1yVxzmm1MR6ioipBxQI6kUopKUVIDhS0gp1ABS0lLQA4UtYWseMNC0F3ivr9BOoyYIwXf6YHT8cV5zrPxd1G43R6Tax2kfaSX95IR9Og/WmB61qGp2Wk2j3V/cxwQqM5duT7AdSfYV8++LvELeJtfnvgpSMARwox+6g9fc9T9azdW8Q6rrcySaleSXRQEKHxhQeuAOlUkwzZB4NFgKUv8Ars/nWnoeqPo+rQXqDKr8rr6qetZ9zEVbNMVuKGrqw07O6PfrOaDUbVLi3dXjdcg1MttsICgg15D4X8UT6FcBWy9qT8yenuK9r07UtO1mzW6s7mOTjLAN8y/Udq5JQcWdkKimjb0dZWhAkPI7etbartKjNYFrexwqfm3MB0BrL1f4haZpattkFxcKPlhiYE59z0FJJvYqTS1Zs+NPFdv4S0B7lmVruTKW0Xdn9foOpr5luJpry5kubhy8kjF2LdWJ5JNbfiTWNR8Taq1/qEqg42xxKCVjX0H+Pes+10+GeRRNfRRKSQd2c8DrgA4Hua6qcOVHHOfMzOkZuAoLMegFdBpVolrZ+Zw0rjJqOL7NZgpGgkc/eYcn86DPOf4gg9FH9asgtTFY2+cZk7Lnp9a1NF8Za1oUXlW10HgyT5MqhlH07j8KwFHViSe+TS7GNAHpNn8WXGBfaUp9Wgkxn8DXS6b8QfD+oMEe5a0kJxi4XAz/ALw4rxMJg85/CgIMHNKwH0nHIksYkjdXRujKcg/jT6+e9M1nUdHk8ywvJoPVVOVP1XpXbaH8TLprlY9XhhaAjBlhQh1PrjODRYD06io4J4rm3jnhdZIpFDKyngipKQCUUtFACUUtFAGTrgzFB/vH+VY1bOuf6qD/AHj/ACrGqkMKKKUdKAACquo38OmWbXE2T/CiDq7HoBVvIAJJ471wGo6l/bGryTqSba2/dwe5/ib8aTdjWhT9rNRJb7VL+8Q75yiHrHHwMenvWbtxgVM7gDnoOtVbW7jumkVeGU/KPUetZas91KnTtHYyNWGLz0yoqm1uVWOQ8hhkf4Vp6uoFwhP9zH60RQ+fpL/3o3JX8qpPQ8etT5q0ki1p0/n2oBPzpw39DVsADNYFjN9nulJ+43yt9K381LR6eDq+0p2e6AqGGCOCMVzE0WyVk7qcV1Paud1Ebb+THfB/SnExzBe6pGrHtmtEJ53LVFr240q5V7W4MTt2HRh6EdCKii1F4YBGIwcdCTWbeSvcSGRzk9OBwBT5TGpiocitub58SwTt/pcRhc9XXlT+HUVbi1G3kiIjmRh7NXK29o0tuWbJBOB7VUmsGVuB+lRyoizlHmOmurwh8gmrqajG1uiySKo7ktiuEeN4xlicdOtNEg/u5+tHIZXUXZnb3PiGxtFxbL9ol9vuj8a5W6upL273zuWkc/gPYegqoZWIwML9KnsITJPvIOE5z71SjYaqKUkoluOAKMYqDUF/cr6bq0gnNV76PNo3tg0Lc6KsPcZnWk6Qb94Jz6CrYvoc9G/Ks7aRRiqaRwwrTirI24sSxh1PB9al2DGDVfTjm09gxFWqjqelB80Ls59v3VycHG1q73wPqf2XVWtHfEV0ABz0cdPz6VwNwf8ASZf941a0+SSNPMRyrK4KH0I5q/M8+D1lA98NRueRVXSdRXVdJt71CMyL8wHZhww/OrbKDk1fQwatodNQKQU4VICinimCnCgB1eaeOfH81rO2maHOodQRPcryVP8AdXtkdzTvHfjUo0mj6XNgj5bidD09UU/zP4V5mI9wPsaaApy+ZNI0kjM7sSzMxySfUmojGSa0PK5wcfhR5PzYA/SmBnmBiOlRtDJHyAa1hDnPTinLGM4YcYoAxlcSfLJge9Mkt0jA+cDdyOta09lbtDI6qQwGc0qW0c9lbGVckAjOe1AGKFH/AD0FXLP7RDJ5ttM8cg5DI201ppZwIAVjUe5oFvsbKEq3UFaAJZda1i4txBJcTvF0YZwD9cdarL9pJz5gj9gv+NXAGfBcZPt3pRGu/IwD0pJJDbb3KksTmMsZ5iQMnBxSaXCDBJKzEsy85Pviprv93ayZx0p+nLt0wZHXGP50xC7APlVQB24qVYCRk9KeicZFPz8pHFADfKVQVC/iaQ8ng0/JwMZFIc/WgBu31x09aULxzjNKFxnJpVXjgYoAYADx61JGoHOOlC4DDI78UgYAenNAHV+GvFFzoLbF/fWrH5oS3f1U9jXrNhfQ6lYw3lu2YpVyPUeoPuK+fYpcN1AGa6/wh4lbRr/ypnP2KYgSD+4f7w/r7UmgPXKKRSrqGVgykZBByCKWkAUUUUAZWtj91B/vH+VY9bOt/wCqg/3j/KsfB9KYhKUChRk4qG+u0sLV55AWVeMDqSaClFydkYHjDWRp+mtbRNi4nG3jqq965W1j+z2kcZ64yfqaj1e+OteIdxUKidh2xU7E9aiTPXwNLlvIp6pcGK22g8ucfhWZY+ZJcoY22lOS3oKdq0u+5CZ4QfqadpK7PNfsxC0WtEym3VxKXYs6sQ8MMvcHFM06X91LH2BDU2/OLVkJ6OGH0NVdKYyXMka9wCfbmkvhHOyxKIJYZI7qROihuPp2rftJTLBGTycYP1FUtUj2yRv2ZcH8KfoknnecvZDTewYa9PEOPRmo3yrWFqYxdZ9Vralbc+B0FZOqriSI4/hP86Udzox6vSZnhGfhVZj7DNPj02eZhlCi+rVd0p/3ko9QDWl9apyZyYbCQnFTbKZt0SNY1GAoqtJACelaJAxiomTrUHouCtZGDqNv/o5IHRgazIrdpZVjXG5uma6TUI82Un0rHshi8i/3qpbHlYmmvbJdwXSJc/M6Ae3JrSht1gjCIOnf1qyFOaUr6Clc7KeHjT1RDtqG7jzaSD/Zq5tPcCopkzA47lTQXOPutGJZAfbIwRkHitgxRn+BfyrGtsrcxN/tCt3bVSOTCRTTGLGqcKoA9hTDwalOMVXlYqpNQdTsjCdfMvWXsXxVhZFjla3T7qkkGq8RP2oMOu+kf91qGN27DYJq3qeXGVnfzPS/h5fZW809jyCJkB9Oh/oa7g9DXk3hC7+y+J7PnCykxH8R/jivWCR071UXoTVVpHSinCkFKKRkLXN+ONfOhaC3kvi7uSY4iOq/3m/Afqa6UCvFPiFq/wDaniWaKNswWg8lMdCR94/n/KmBypkLNnPPrU9u2dwPrmqe7PPapI3ZZB7jpTAulVPOSKdsGc9fpTELHkH8aeduSD1oAQ+uAPam4xx604gbRxQScnJPXvQBVvSUt36AYqeIbLa3GOi1X1AE24GDywBzVxhh0UAABBzQAvbavPfpT85A7HFNGMepFKRgZwBQABSWwB+nWlVTnI7dqUdeeRmjG0+57GgClqmRZE/yq3bkfYIcZIB6dOwqC/TzLSUbe3anadIX0qM8Z3YxQBbGcDJI9sUozjAHWmg4GQPxp27HocehoAAM8Y9xRwDnnnvSjDYx+lIM4JxQAnBGcDOelSY+XB/lTRjgj6EU7A2cn+tACMcLknAHYetV5WzgDHFTzECNQCBk9PwqovzSHp1oAlDbcZ7VajlAIH6+tUi3B75OakDnj0B4GaAPXPh1qZnsJ7CSXc0RDxqeyHrj2z/Ou2ryf4c3aReIRG3/AC2iZF9j1/pXrNJgJRRRSAy9aB8qHHZj/KsgFuc1sayP3UP+8f5Vld6pAIFHUVz/AIxMiaL5qY2JIC+T2/8A110NcT8SADplnifa3nH91/f46/h/Whlxbi7o5DSgW82duWLYrQZqhtYvItUj7gZP1pLiQJC7Z6KTWO571JezpamBcTCS5kY92Na9nGY7NQepG6ufYnuK2YdSt2gXL7SgAIbt71cjzcJOPtHKTH3w8y3JHdefrWHbTyQyMY3Klhg4rcmYMrAEMGG5SO9YFvFJPd+VGAW5OCcUo+ZWMTck47liW4ZYGdmLHoMnvWpoQMEEvOXbHFZV1bG2ijkl+Zg2EjH8bev0FX9EV1mmaVsyOowo7c03sZYdShXXMbka5yxqhrAwsR9yK0wNqY71l61zDF/vH+VRHc9PGK9FlbSWzdOB/drW7g1jaScXjAD+E1rt1py3MsD/AAhDSGlNNPSkdiKt9/x5S/7tYdkpN7CTwN1dBOQbaQEfwmucikP2mLH98fzqkeXi9KsWdE21RjvQq561Go3vk1YHAxioPQREQRTWUMCD6VKRxTOhoQpI5kZSYf7Lf1roWwKwp123EvbDH+dMN9c5wJmxWrVzyaNZUnJM2m6VVmbLYqlDezvOivJlSeRipbiUJGzHrg1DVjp9spxbRmRyBJ1J6KSahY5mLdyc0KMnNBOZcD1qjgexvaPIV1qwYHGLhP8A0IV7W2Mk968T0KEza9YRr1adP55r2pyCacdh1t0dQKcKaKcKDEp6vfDTNGvL0n/UQs4+uOP1xXzrPKXmLscsWJJ9TXtXxIuvs3hCWPPM8qR/UZ3H+VeHyHn2NNAJnEjLnjNPB5HsarM2JFPqKnzlRTAtxyH64qwvPPFUEOOM1ajYE8HNAFkY46ke9CkDP6DFNVdxHepNvB/rQBVvBvEUXUu4HqastlZn9B8vFQY/4m1qPTJ/GrOSXZuoLHvQAKcDkAUo6cDNLjI6fjQOn3vbFABn5skAGgd8jORxSrkdRSAfMemR60AMmG6J174PSq2kkjS+BnEmKtuMqxxj3qvpYC6UT6ykCgC4MbeAR7UAZHb601eQcjp7UvPGD70AOPbIFHIG4Dn86OSODwaMAdRQA5V3EZ4pQpPAz+dICBjBx9O1SgknJzkUAVbv5FHPqBVUHCZxzUt62JApJGBms+WUgbR1NAFneeBg8HpUoPz4FVI3yyg8kDJqyACKANzw/ftaatayp9+KZWHuM8ivf+tfN0LSLIkkJ2yIQQR617j4R8SL4i00mRQt3BhZgOh/2h9cUmB0FFGKKQGZrH+rh/3j/KsmtbWP9XD/ALx/lWTVIYh7fWuG8arBd6taLkl7ZDvHbnBA/rXc496801O5a91K4uiykO52hTwFHA/QUpOyOrB0+epd7IpMetUtQbFlLj+7Vpj+tU7/AJspR321kj1qr9xmAXBOx+PQ1EzFD8w4/nT0YGZFkH8Q5FassQBKGKJnxnawwJB6g9jWjdjxKVF1E2jJspjDcAGQ+X1Azxg1PYOYdUmcAsygqoHdieKqzmBGcxqVyMGNh0+lOsb8RTM2wtI+BuzjAHX8anc2i1BpSexvXcRSyeV233GRvf0HoKraS4S+XPJZSM02XVVmt3hELKGGMlqqQTGCdJR1U5x600tB1asPbRnFnW781n6vzbp/vf0qi2tTH7saD65NV59QmuFCyEYBzwKSi0dGIxlOdNxRa0s/6b0/hNbBNcvHO8bbo2Kt6inve3DD/XP+dNxuYYbFxpQ5Wjo2NMPrzXMtczH/AJbP/wB9Gomlcjl2P/AqXKavHr+U6K6ciCT/AHTXN22TdRZbjcKaWLA8k0kalnHHH0qkrHLVxDqyUrbHURvGvLSIPqwpxurYdZ4/zrniRgChFeQ7UUsfYUuU3WOk9EjcfULUf8tl/AGojqVqP+Wp/wC+TWWbScIWMTADkk1WJ96OVEyxlVbqw+6dZLiV0OVZsg1WNTpDLPnyk3Y64pklrcKTmFsfSqucbjKT5rEUbqJ0OQAD1p97MpGxWBz3FVZEdSdysPqKgJyaVrspTcYuJLvwvFOt13yZPbmoVBJ4q7GgVNg69WpPQqCcnqdF4MaM+K7HfwMtsHvtOK9cJya8c8L3sen+JbGWVNys/l/7pYYzXsVEdhVviOrFLSCnUzI4L4r4GgWPzYP2rgevyGvHJBnI716X8WL4yahY2Cn5YYjKw/2mOB+g/WvM5Mg5zzVICEncv+0KkhcMMVBL8rbx0PWmhyrbl7dRQBogYPIqxExAqAHegYHNOjYjuaAL6sO4HsKkwM9+nNQROMDjr+lTA8ZOR9KAK9sd+sM3URoTVkD5c55NVrA5lvZD/u1ZUnAH+TQBKPuc9R6ClG0DHT0FN3cZzzigZcZ6Y7mgBckNgf8A66TPORkULg9+R70mQM8857UANdyiM3XjOMU2xBXSLfHVmLEVBqEgS0f1IwPxq5tEcFtEf4Ih0oAfyV5OT6UvQZIBpoI4IwcVJ26fr2oAQDjnHNLwAcrge1L1pCDnGBk9qAFyCgIHPSp4wvfr3z0qMLuwv6mppSYrd5MEhQT9aAMHUpdl2ADms/zAXZyflU4plzcGUrIwIkCkMD654/nUGc7E7Dk0AalsMrvPU81cU5Pt296owyZAwcir0ZAAyM/SgCxC5Vhjqetei/DYzLrFxsUmFoMyHHAOfl/XNcfoXh/UNenSOxtztz80rjCJ75/wr2vw/wCHrfw/pYtYiHlb5ppcYLt/QelY1aqgvM1p0nP0NOigeh7UtWndXRm1Z2Zmax/q4f8AeP8AKsitfWf9XD/vH+VZIGatCM/XLgWui3T5GWTYo9SeK87KrtwPl9u1ei6toz61arbwsqyo29N3TpjFcTqOkX+nSFLu3eP0YjKn6GspvU9bAKKg29zJdCPeqN+pNlN3+WtBs9vzFU74kWkvP8PcUkddX4Gc2v313AdRWxMgKbXBKDnIPK/SszcC4JC5z7itiZlxko3TtVSPOwtrMwdRXK7nIbj5ZFHX2NZtuyK5ZyfoK0NSkiBYKJFJ6jIwaoQQM/Paqic2Iaci0swboMCtSHTvNjSQTcMM/drNWHA9vatuwcCyRT1BIpSuPCwjOTUjLmUxTvHnO04zTB6VPqC7b1j/AHgDVMyHtxVLYxqR5ZtGvYW8M0TNIuSGx1q39ntx0hWqOjndvXP8QrSlZEbBYAe5qG9T1MPGPsk2iPyoV6Qp/wB81R1URiCPAAO7sParclzbovMyfnWVqFxHOqBJAcEk4oVyMRKCg0iG3KLcRk/3hXRAAxsg4yCK5ZQodSW7iurt14ByTTkRglzJo51YjnJPNX9M4nk9l/rVa4IjmkUdmI/WptL+Yyt9BTexz0Y/vki7eyBLOUnuMVgE56Vr6mxFsFH8TVlBcDmiJeNd6li9phx5v0FTzyYHUVUspAkcp9wKqT348xl2kgHHWoaua06ihSVxt/L8mM8tWevOafPN50m7GB2FMXpVpWRySlzTuWIhzVxFGOKqR9RVyPLD0HtWbOmC0EYmLEkf30IcH3HNe42swubSCcAgSxq+D7gGvJLDSZLs73XbCOpP8Vep6RL5ulW54yq7Dj24/lVRfQxrx6ncindB7U0VXvpTHaNjq3yj8abdlcwSu7Hn/jbw/Nr1wdQsyDOi7PKbgOo6YPrXll1BNbTNDPE8Ui8FXXBr3rHy5rP1XSrHUrfZeW0cuBwSOV+h6iuaGIa0Z1zoJ/CeEOeCKgBIau21rwnZ27M1tPKg7K3zCsGDQxLKwMxIHoK6VUizndOSKdnId5j/AISMjPrVknDdea9G8C+ErCW/fzofMURNvL84yMcenWuG1nTZdJ1W6sZh89vIUJ9R2P4jBqk7kNWIoicjk1PuAjJJPHvVKNjuzn8Klmk/0dsdxTETWAxYSP3kkq4oyPb2qrZE/wBkx4/56YI/OrPTjJGKAHN0xnnNBOMA5wKTOF56fSkI5wB/jQA77hznmmnkj5setOycdunYUwNj0/EUAZ2pHmJAcguK158m6IbjCjn8KybjEmpWsX+2OlaUzlriRs8ZxgmgCTAIzyDUnpjOKhDMDzyvvTy3Ix09zQBJgHqaUckDPApgOfvAflUin5hjoPagCaNQHyAPepJ+VwelOhUkZ6exNJLuPHT2oA0Ph54YtNW8WXk17bJPaQWpBjkGVZn+X+W41nePPh2/h26SfTpDLYzZKrJ96Mj+HPfjoetel/DSzEOh3N0R808+M+yjH8ya6bWtJh1vS5bKbjdyj4+4w6GkwPnfQfDGo6pIqp5US55Z3/oK9b8O/DfR7ULLfM99L12v8sYP+6Ov41xWnrcaBr01hdKY5I3wR2+o9q9V0i88yNea5alSWx2U6cbXN6G2htoRHBEsaL0VRgU48UIwZKa1crN0MPDUtJnNL2rrw8rxscmIjaVzM1n/AFcP+8f5VljpWrq/+ri/3j/KsqupHOXNLH+kn2FdF5aSx7JFDKezDIrnNNOLkj1rpEb5RXJU+I7afwKxiah4K0G+JZrJY3P8UJKGuY1P4WWlxC6Wt/LGGHSQBsfyr0TNNY8YpczRrzyta54defCDVY8mC8tpB7grXP3vw68RW2QY0Yeqy19B3DEZ5rmdbm2RNzT9qzH2aPnPV9LuNLlEd0Ash7ZzVWGV1GF6Vs+MZzca469QigViwjkCumLujlmrMn86UjGMVraFFJLJIGzgANVSKJcAmtnSyqRSsn3jgUS2N8Iv3qKOugJcRj/Y/rWKqFjketa+rxNLNG31FVo7baBRHYnFL96y/oMG2SVz1AFN1bBCE/3jVvSUKJOT0wBVLV3ASMHuTU9Tq2wxkO3PSm43DNIWHpUiDdgYqzzREiyf1rsIuIEPqBXNxxqBmt6OQG0iI/uipkehgHZtGHqLYvZlH97NXtKTFsTj7zGqF8P9Oc/Q/pWzpsWbOL35ob0ChG9dlXVAAIl+prKmYKtaeruBchf7qCsSZy77RTWxz4l3qsmSUpbE+pJqkBk5P1qxKNsIA6dKgxtC+4JqUEt0uw3ySWx0NXLfS5JiAsi8+tamqaW1lBaSdVmgSRT65FN09vnUUNsUYq5csPCLzYMt0qj0Vc109j4W060G8q8zjvIePyp2mH5RW0ihlxWEpM6oopzxKi4UADFX9BY/Y5E/uyH9RVW5TCmp9B4S4H+2P5VVL4jOv8J6MKz9Vf8A1SfU1o4rE1WTN6FH8KgVVZ2gY0FeZARgAVVvX2ofpVgGs3UZhsbtXHFHazkdalyCAeao6RbnyppSM9AKfqD+ZKVHrXT+FNF+2NBGy/u93mSf7o/xrpijnqM7DwjphsdJEsgxLcYY+y9v8a4D4s2EcOuWt2g+a4g+f6qcA/lj8q9fAAAAGAOgFeXfFsA3mmD/AKYSf+hCuhKxyt3dzywEhuKV2IQj2oYEMaa/3KoResWzpEq5+5IDU6MSRj06mqenf8eV2DnHB6+9WoyMc8CgCYc9+SelOYEjGSfpSYFKfYUAKEzkdMCmtxyV4FODEA87R+tMclVLZzxk0AZ9uPtGvIf4Y8sePQVdB3OzHrnNVNHybi6m7hCBV1c9B+FADuSQAP1qQYJwD+ANIq4OeM08DPXrigBUG4dc81PEpyeR9fWokGcYPIqzGCvY/TFAE8Y+UGmSD5+eKlUnaM9BTHAyMjv6UAeu+Bk2eEbM92Lsf++jXRVieEE2eE9NHrFn8ya26kDgfiTorS28Gt26fvLb5J8DrGTwfwP86qeFtX3qqM1ejSRJNE8UiK8bgqysMgg9Qa8s8QaBL4RuvttsxbTZHwpPWIn+E+3oaxqwvqjoo1LaM9NtLgOvWp2fd3riNC15LiJcnmurtpxIAfWuKTOxIsq2DT0PH0qI8GpE6/WtaErSMsRG8blDWP8AVxf7x/lWTWtrH+qi/wB4/wAqya70cBb08Zus9gK6JOgrB01QzufpW/H93GOlctT4jtp/Ah1ROcDNSMaikPy1Boijdv8AIcVx/iCXZbOSexrqr1wqH1rhfFM2LN1B+YjAoSuwZ4lqspl1e5kPdiKS3VCM4Gal8QW/2fxDf24GBHMy4+lUIpXifB6V2ROKp3NRmxwBWlpA3xSgdcisyN1ZRWzo8alJSO5ApS2NsH/ERHqkZVIcDPJrNV2HWtXV8rJCo6BSazd6gcgU47Cxf8VmjYuRaSH1bFZOryAtEvoCav20mbQgYxuNUbqze5mDbwABip6nRJOVBRRlgbjirsEQ25q7baGWxmX/AMdqJ0ETMoOcEirTucU6M6avJCOVVOP51fs332cfPTI/WsaWQk4rV0sE2gP+0amRvg3+8sVr5P8ATTx/CK3rRPLs4h/sCsm/iP2tMd1H862J5FghOeNo/lUs6qC5ak2c3q1wDdy/XArNhG+SmzymaVnPck1a0+Lfvb0qnscEffq3G3fyqi/jVdwcKf8AZqbUHBmCgdBzUTHMaD/Zo6FNJzZ6brFh9p8A6XcbcvDCmTjsRXFWXEg+teuWdis/he3snAw1qqH67RXkyRmC6ZGGCrEH6ilNaEwep2GlngVvIetczps2FFbyTZHJrnkjqiST/dNSaIOLj/eH8qiYF14qbRjt+0L/ALQ/lV0viM63wnpArmLuYSX0r543cV0U8nlW0sn91Sa4q4uCqsQeTSxD0SJwsdWyxPdLEM5rm9U1ENuUNWZqmqXMTPkbk7Y61zj6i882MnrWMIs6JtI6C0tGu7gE/d6knsK9a8Oaf9h01WZdrygNj0XsP6/jXE+B9LOoS+ZKMwxkFs9/avTRXVBdTiqS6DhXlnxaXGo6U3rBIP8Ax4V6nXlnxaJ/tHSR/wBMZP8A0IVqjI8xlHzcConOF96lmGDUDAE4FMC7YrtsLhj/ABkLViPoOeD3pmPLs4Y+csSxqaMYwRz+GKAJAPm44p38fehV5DYp7bieCDnoc0AMPGc8VBdFhA7DIGKsDgjPHtTJow0Lg4z6UAVNHUraTN/eHpnuKuqDnIPIqHTRttiOB1H+f0q136kZ9KAEyd2PX2p+Tjjk/SkxupwUqD3P86AJRuxyOfapoxk5PPNRKSQDnk/w1IgLZz2oAtZyB147CoX9scenepAvy5546/LTD8xx0PT6UAe3aBH5Xh7TkPUW6fqM/wBa0aitoxDaQRDokar+QAqWpAKq6lp8Gq6bcWN0u6GdCje3oR7g81aqG7uobK0lurhwkMSlmb2oA8k0m4bSdQn0W4TN5aylGIHBHZvxFehad5roGZsewrjtMtH1PXbvV7hSJLmQsAf4V6KPwGK7+ygCooArzalubQ9Wm2oq5Y6LRHJzipHUAcVBnD0o6MJWaIdY/wBXD/vH+VZNa2rf6mH6n+VZNeotjyjQ0zhm+tb0fK1g6cMMT6mt+MYSuWfxHbD4UI3AqtM9TTPtWsm4ueevSoNEVdSn2jFcNqjfbdYsbTrvnXP0Byf5Vu6tqAXd8w4rA8PhtQ8Svct9y1iJz/tNwP0zVQV2TUdonnPi2yI8d6rG3AacyA+zAH+tYskayO5A4zxXafEFoV8XXRjH7xbaPzD/ALWP8MVx8IOMGupbnNUa5EiOPMfynp2rd0U/u5R/tCsp4gwrU0BW82ZSOAAc0p7GmCdqqG6wxF6oweEFZkrZFaOqMDfyZ/hAH6VjTyZ6cU47GeId6rNG2P8AoaADrk1ZtYDKc44qrbR7raFfUc0pvri3doo3IVTgYAqbXZ2qpGlFORvoojXpXKXMpMsnP8RqxJqN0RjzmrOd9z85yacVY58ViI1UuUTOWxW9oy7rZh6PWGgy3Sui0RcJKvbINEhYL+Kh16gF7ag9/wDGqOuX2ImjU8vx+FXtSkC3lu5/hVjXKXk5uLljnIzSWp0Yifs+ZLqQjk1qWriCxkc9d3AqjEmBk0TSHyljHQndVNHBTlyvmI5pPNkLdM0EkEewFMA71Oqb93sM0PQcLyuz6CsjnT7cjvEv/oIrynxHCtt4lvUUYHmkj8ef616lpbb9Is29YE/9BFeYeMT/AMVVeAeq/wDoIolsKGkrC2NwVC4NdHZ7pGHWuV09SxUYrt9JtjtDHPSuWR2w1L4h2xYA5NQ6aQt3coO4DVqNEBFkE1lW52awy5+9GadP4iavwndauxXTJAP4iF/WuRuIsoTiuv1dC2muR/CQ361zTrlSD3qcR8QsN8LOP1K3OCCK51bOM3GDwexrutQtN8Z9e1cjdxFJM4xipgzSoj0X4bvts7u2f/WKVc/qK7mvKPB+rJZalFK7YRh5Up/2T0P4HFesV1wehw1FqKK8p+LT/wDE20xP7tu5/Nv/AK1erCvI/iww/wCEhsh6Wn/sxq0QeeTdagAzIPrU01LZxo93EJOF3Ddz2pgWrhl8+OPP3UAI+tTRMCfu1RLGS4eQ4Xc2celW4z2J5oAsqCucYwevFOc4HXj6UkZVlwBTsZOSOe1AEYwcjPIpV+YkYJ9s0uOMjGfSkUnYc9O2KAEWEIvyjv0BqVEJyR070zK84Oaepxx696AHKoHI7/jTlGFJ3HjtSL8vH5HNAJGf8aAJUztyDgVNHzjdUK5HBHXvVlDgHjg+9AEpUheCMZ4561JYRefqNtCRgtMq49eRUJAB7/X0q/oGP+Eg00Yzm4T8PmFAHtx6nFJiloqQEPAyeleda3rj+ItS+x2jf8S23kG5h/y2cd/oO351q/ETW307R47C2Yi6vm2DaeQn8X58D86yPDWlhUihUc9WIrCvOysjow9O75mdFptisKgYxXQwxhEB7mooLYAcKBVk46dxXEjtbIpTgGqiEvJgdWOPwqW5kxwDTrSLavmMPmbp7CtqUOZmNWfKitrH+rh/3j/KsmtfVhmOL/eP8qyyoAr0EcBo6YuQvtk1uqPlGetYWjtl3X0xW6Olcct2d0fhRWuen4VymrXXkKxxxXV3Ckrx1NcV4pRxbMQCMVJaOP1TUwytzW/4Ns2g0c3Egw91J5nP93oP8a4mC2fU9Yt7EE4lkw3so6/pXouuXa6R4bvrhMKsFuwQe+ML+pFb0l1Oes7+6eG65qB1LxLq13klZJW25/ug4H6CqkZ9KYkZjtHZvvHAzSJ0yK1RlUjayLqselbukRhLZpO7nA+grmlkYHmun08402N+gCE80pnVgkuZy7GBeyB7qZs9XNZkhyetTzy7iT61WZuarZHHJ3k2b9jGGSIH+6KqXo2Xco4+9WppcZaNGPQKKxtSkxeTf75qY7ndilajEqu2TUYBzk01WLNU8SbmqzziaGPpkVtaXIIlnPsP61mqu1aal0UeRQeNuP1qZbG+Hly1ExdVut7lgeFBA/GsaNCxzVi4Jk57E0KuxaUdh4mfNMa2RhR1PFRXAw4A6AYp6HdP9KW4Xayn1FO+pCj7lyschRV22H+jyP3C4qk2WOKsJJ5ULr2YChq4qUknqe76E+/w/p5ByPs6fyrzbxQvmeK772kx+grvPB83m+EtPfOcIV/ImuL1WIy+KL44z++NKeiKjrItaRZ52nbXc6fbbUHHGKw9JtwEXiurt1CRg4rlZ2R0RHcKVXHFYAIXWYj67h+lb12eCQfwrnUbdrMPsSf0op/EhVPgZ6bJGJYnjbowINcmUKOUccqSp+orr657VYfJvywHyyjd+PQ1pXjdXOfDytKxlTwllyBXKa3ZOoJCjB9K7QA4xVW9tFnj6ZrlTszsep5zZTNBcYPTODXtnhq9N9oVu7HLoPLY+uOn6YryTUdMa1uSwGAeleh/D6fzNMuIz1V1b8xj+lddN3OOrGx2Arxz4qvu8VQrn7ton/oTGvZK8N+JVx5vje6XPEUcaf8AjuT/ADrdHOchL24poHBpZSMgH0pVI25HNMB6ZJwOM1MpwcZyc9KiTO3hD+IqZVYrwBn9aAJ0bAzz+FPEhIGTzUARgMbgPoKkAOOJPwxQBLjIzkDPWhvlAORmmBcnBY49BThGM43OBnrmgA56k9ak3nGCc56mmFFyBl8fWnhATgufxoAkUMBxyMelHQ4IO4+lM+4QC549ga0dP0jUtUV2sLaS5WMfP5adKLglfYrDtnjjvVlMBQR1p76TqlqT52mXUYXq3lkioVk3nYMbl4IHrSuhtNErNkk5568d60PD3PiTTjyf9IT8PmrKLZY85rQ0F9niLTOgJuY//QqYj3OlqGaeG2heaeVIokGWeRgqqPcmsSTXrPWZTYaTfwTZH72SGQEgei/41nKSirsqMXJ2RzF1YS+JfF09+2fssB8m39wvU/ic12ukactpCTtGTx+FSWmnxWkKRxqAMcewq+owOB8uOK4JScndnoRSirIcMAZA6VXlfavualkfbGTnBbiqLs00vlp17n0FCi3ogbS1YQx+dKWblVPPv7VdpI0WNAq9BTq7oQ5VY4Kk+Z3M7Vf9XF/vH+VZea1NV/1cX+8f5VlgVqtiEXrDMVwp7OvNby/cHesKL/URt3BrYgfdGK43ud62QS/dNYmq2sd1bvG4zwa3JDxWfP0PfipLR53o+lra+Jt5GSInKn05AqL4l3fkeFRbD711OiY9h8x/kK6WWDytZilHRlZT/OuC+J8zSX+mWwPypG0p+pOP5Cumm/cOdx5qqRxP2TzbB41wGxkE1VXTrkR7gFYAZOG6VrW7hJMdcjpTdRljhgWJODIcn6ChM661GDhzvoZUcJdgMcngVv3bCz0zyVPKxkH64rKsmBu4++CTU9/vnglPPCnpTe5lhly05SOaZ2Y8U+K3aQgEkA1ZS2C9RVqCMeag/wBoVZwx1kjoo0S0tFA4wBXHXIkmupCFY5Ynp7101/cZPlpRbW+xdx+8azTsevWo+2tFdDm0tZB/yzb3+U1Yii2feBB966RF3sBWPesBdTN2DGqUrnDiMMqMU7lOeXy46pRZfJH3nP6VHdzmRsDpWjpdvuiEhHWiWxlh480yO4hEUcY7nJqnK2BitLUuJ1X+6tZLks3Smia699olsU8y4C9eDWjdwR+WpccjgVU0xdt5GW4B4q7MTPdbAOAamW500LOmZstt5YRgOGqGYYwK3LqJTbHBG5eQKxJ8bgO4powrwUZ6HsPw/JbwfbD0kcf+PViPGJtevZMcGd/51ufD8bfCFr7yOf8Ax6szT133c0mM7pWP6mlV2Cirs6TTYQEAAFdAq7Y6o6dEAg461oyqFTj0rlOxGXeMNprnbXL6wvsGNbd820Nk1j6SvmXU8x6AbR+NXTV5GdV2ieoVT1K0+12hCj94nzJ/hVsU4V0NXVmcSbTujkx8wzzT1HysMds1f1ayMLm6iH7tj+8H90+tUBntXDOHK7HoQmpK5SvtMW9tzuxu7YFL4GZrPU7ywm+WQoGUeuD/APXrWs15wckU+6sYVuoL6J1jnhbcreo7qfUEU6U+V6k1Yc603OjHX0rxTXPCuva/reoatHbRpFcTM0SyyhWKDhTj6AV6hdav5ibI1KqfvEnkism+1q2srYyzSqsY4yTgCuiVbW0TCFDrI80X4fa5Iu6QW0fYBpsk/kKsap4H1XQ9E/tKc27W4YKdjHIzwDgj1rpT460RwVF6hYchcE1zvijxdLrdnHYxhltkfeSTy57cdhThKo3qhzhSjG99Tmo15A79c1MoGM9/SokHNSjhcVucwoAJ6Y/Gl69CMjuO1GRtx09s0pPA9T2FACqMHJ//AF0sZzzz/Kmn2XHY09QS/Tp+FAC565B+nWlU/LyKQgZIyPfmnjpxigCnd3S22QBuatrwL4+bw9qTx3aAWkx5YD7p9/asa5sTO+7P41W/seQ8Fh+VKUVJWZUJuDuj6XtNUsL+0S5hmRkcBgytkVbhisHJdYoWLdSFXJ+tfN2nW8+ng+Re3UQbqIZCorsvAHiW4t9bfTtVuWkErARzOQBnoM/Xv71yyotao6lXjLRo77xX4ItNbt/OsfKtr1f4guFcejY/nXl8el6joviSybULOeIQzpIzCMupVWBJBGcjFe+eSUTJOSKQruU4yCR1FTGtKOgpUoy1PA/EXjz/AISTWHtbiPyNFTIjjkiLM7f32APX0Hauh8PeG7fW9O0m5ks3S7NvKY7mK5WPlBkYxzu9u3NelX/hrS9WsmtdQtYp1PO7aA6n1B6g15FqFnP8O9daO6to72ynikFuzNtyp4z7MOM/WtY1FPRmU6bjqju/DWu6gl0mh+IE8vUzFvglJH79e/T+IfrXWMQq+gFeU6sl5dIGttPhTV9OEDRTQz5GAM/LnnBxz65r0Kz1EavptndwLgXMSyhf7uRzn6HNZVKeuhrTqaakkszTzCOMc9vb3NW4YVhTaOSepPekghWBSByx5Zj1JqWt6dNRMalTm9BKKKK0MjP1X/Vxf7x/lWZWnqv+ri/3j/KsyqQy1avmJkz0ORWtbvhR05rChfZKCeh4rYtiCoHcVy1FaR2U5XiWHJ21Tmyc1cfpVWUEHNZmiMbUEYIXX7yfNXk/xCuBJrErqeI7dAPbjP8AWvYrkFkevGfiFbG1upWJyJ4xt/litab6DsleRw8eozKwLYf61LJdG5ZCRt2jFZqHkZHHeuhj0+3ZQVLrkZ4Oa2OamqtVOKZVtrhYLkO/3cEcCrs+oQPaSRxE72HdfeoZ9K2QPKs2QozgiqWzYOTTtfUbnUoLkfUf5vqKRLhUlRmOAGBzUZNRpA105RWVTjOD3pnNG/NoatteW0tyWaQY+hq62o2hOBLwPY1nxaPKkWfNQZ9jSpo0zfKJk+uDUWR6caldfZNOHUbQZbfkdsKa5u/uMlsHknJqeQrbxkZBI7jvWS7GWU88VSRxV8RKrpIail2zWpBftBEsKopA7mo7CCN5QrjIxWtHYWynJjz9TQ33Kw9Kb96DMi8uGmJcgAnjiqyJk5Iq9qccaToI1CrjJxVVaaZjUTjJpgzmIblOGHQ0yNZ5GLASEnqRmlRwblF98VuRgpGqipbsa0KXP1MoW8yIXeNgo7mqbBXm5OBnGfSuluUzYyg9dpNcwBlqE7ir0vZtHt3g6MQeFrGMHIwTn/gRrO0aMF2J/vH+dafhIbfCmmc5/dA/qah0SEAuD2dh+pqKuw6DvJnUWSgKKsXPCUltGAgAovGAQ81zHUczrM3loeeSKi0eMpYhj1kYt/SqmtTeZMFHbitaCMQ28aD+FQK3orqc9eXQ7wU8VGDTwa2OUVkV0KMAVYYI9a5y4tja3DRHnHKn1HaulFUNVgDxLKOqnB+hrOrG8TWjPllYzIRt4BINQXhlYjByR3FTKCAM96GOwEGuJo7UZ97eW+mabLfTufLRc47sew+prx7Wbm91y9Msr4Vm4QdEX/Peuk8d6t5t4mlxPmK3+d8d3PQfgP51zELHaVx8xHBrtowsrnJWnd2RHY2ipNI+AQp2LV8gZ6DNESrHEEVunJwKXdnI25x3rYwEUcYB59qXgkCj1JHHSnbhnP8AKgAP3eAAPrRwO1A56gH09KXGOf1FAB06gYPtTlzuJIB/CkPOBgce1KOn4c80AKM7uEpwyOcAe9RgkAHgj+dOXJHPT1oAmX1zS9BxgjvUS47nP4045H880APV2BGOmaUKTNkAgtzkVHuAAzjBOCakDAkY5HbigD3zwlrDa34atLiRt06L5Ux9XXjP4jB/GtwJwOwryv4Wat9n1G60qQ/JcL5sf++vX8x/KvUmdu5FcNWNpHZTleI8YFcf8R9Fj1jwncuf9daAzwtjuByPxFdVwfvMSfrWbruo2Fjpc8mpXMNvblGUmRgM5HQDufpSj5FM8b8FzxT2QjbT5ZWVwpuI5cMQxG0YzzgZ+nWvWfDmnnTNAtLVlKsinhjkgFiQD9AQK4z4d+EHt7GLUr6LasjCWCJ8hgATtJHuD3r0euxHE+wUUUUxBRS0lAGfqv8Aq4v94/yrMrT1X/Vxf7x/lWZVIYnetayl3IPXpWVVqyfDlT65rKrHS5tRdnY2W6VXkIH1qwSGTiq0o5zXMdUSjP3968z+J9gZdHjugCWt3yfoeD/SvTZQfTNct4ttVvNDu4WXO6M/pzTi7MbjzKx4BdWz2zAkcMM/TNdBYMJbaMjptFU9XUNAp7kLiptLG20QGuh6odCCp1XFFq/bbYSY74/nWFvYnAyfatjUPms5ME44/nVHSomN8vPQGqjsZ4qPPWUSnIxA5GD9KSyci7jcf3sfhW/dwLOrIwByOD6ViQoUYDHINCdzGdF0Zo6jZyFHWpLj/RbCWT+LaalgjBwx64rM8Q3WyxaMHqQKhbnr1ZctJyOZuZWmk2Lz7U6HT7hgDsH/AH0KSwTzJ2J7CtkHC4XOatyPJo0FNXkUrS2mS6BZRgD1rVdtq0yJQgyetRO5dvaobO2nBU42Rl6hlp1Hov8AWnQWXmW/meYB14xTL8k3W1R0UVZg/d2CDOWYmq6HEoqdV8xlhSsx55U9a6G3YShW9Rmsa+AjlULjlea2tNjxaxk91Boexrhly1HEW/k2Wkh/2SKzLe1SYDK4O3g1Y1mXEXljuafZDFuHP93NLY1m1Oo0eh+Arvz/AAykTHLW8jRH2Gcj+da2nxbL24X/AKak/nzXG/Da7/0jUrQnhtso/PB/pXc2q4vpz/t/0FKprE46atUaR0FuvydcVnanLtQ4rVgH7r6iuX1i42b0zyDXOdRiqn2jU41PQHc34VumsrSU8yaaY+yj+dalddJWRxVXeR2wNPBqMU8UzIkBpWRZEKsMgjBpqmnigDIu7GSFd6YZB3HUVjanfpYWFzdScrDGXx646D867IV5/wDEuB7Pw/O8S/urh0Q4/hOckfQ4rGVJX0OiFZ21PHp55Li4knlOZJWLsfc0iSMjbhjjtTeAcmk3DHoa6DnL63W7qPrVlCr889OxrIyc5zxUkMzxNleRQBqgeufrSDIHGRUUVwsgxwG7g1Nk8jA5FAAPmxnPPpR8obGWFGAo7n260mD179KAFBHQsce4pyjAOMmo9xIHy/40pYgYHBFAEi4JIPWjdz8xNQHcc8gd+tO52g859SeKAJhOgbABp7OHAI45qFQSMnFSdMBmNADWG4c9fenxsqjg8Co5DkkLj61W+fdkselAG/o2ptpWsWV+jD9zMrN/u9D+hNfQmTIm/O2M8gg5JFfMcbhgUJBBGDXsP/CawWPhDTZZ233cluqrEp5ZgMZPoOKxqxvaxtSla9ztCSeE+Vf1qOS1t5mRpreKVk5VpEDFfpnpUen3C3enW1yuMSxK/HuKs04QUURObkwzRRmirICjtRRQAUUlFAFDVPuRf7x/lWZWnqv+ri/3j/KsyqQwp0blHBptHehq6sNOzub1u+6PjvTJRg/41T0+fnYe1aDpkH0rikrM7YO6uVGTcOlY+qWwe2kXsQRW6R82BVS7hDq3y9qRomfNOvBoZEQjlGZSPoauQFFiQDjCipvH1sbXxPJDtwjgSL77qrRjA6dOOK6F8I6TvUbH3zBbLr95gKg0x/8ASHx2T+tR6ruMKAf3v6Umiq5nkJJA2/1qlsZz1xCNhFLHJB61jKhe6wO8nH51vrhUZj0AJrH09d99HnsS1KJriVeUYnQyyCKEnpgVx+s3JnlC54zW3ql3hCink1zN1kyLn0zRHceMqe5yotaUmfMP0rVAAqhpIAikPvV8t2BoluTh1amhskmflWnRQ+uSaekOTk4qwwEaZqToUerMPVCkNzwOqio7YsY1J54zUGpyma9YjoABWhbwHy1UelU9jgpq9aTRnXW6W5xjoAK37IgWEZ9Bis68g8q4zjqoqe1lJtWQdmpvYdGTjWaZS1Qlvm7FsCrEb7NHLd9mKi1RdsUI9WNRmT/iTle+7FC2By5aj9DofhxKB4hkUnBkt2A/Ag16dbH/AE6Uf7Q/lXkPgeTyvFFkf7zMn5qa9r0mzaa+lkx8qkfnilU+ExpfHc1WwlvgnBxXEa64+0kg9ua7fUOBweBxiuE1VDJdBf7zhf1rnS1OmTsi3psRhsowRgt8x/GrDNtpcbFCjoBTXGVDV2pWR57d2dsDUgNQqakBqREoNPBqIVIKAHg1V1bTodY0m5sJwCk8ZXJGdp7H8Dg1ZBp1AHy9eWslndy28ylZY3KOp7EHBqCuk+IMEtn451JZBuSWQSqwPOGAIrnAAVyCCDVAIDjpUsZDD396iPFKvNAE/Qnj8qsw3ZXIfp2NUx7k1Ki54zmgC8HHbHPelVyWJOTiqwG3v/8AWpTJgjGPpigCx3GOv1qTa2Mn8eapmbpzk9OlPache+fpQBZC7jzyPpSlR6/Xmqq3rKcY4I5zTg5fktx6CgCYzKOFPPrSiTf94r/jVVjtGMg1G0wHysOPrzQBpL6E80eXkH5hkVVhYPjY24+lTrKzRNhMYPVuKAJI4dsisxAGKbFK9xqBAb91CMZPrVdvtMj/ADuQmM8CrEBWNSqLx1PPOaAPdfBjM3hHTyxzhGA+gY4rernvA3k/8IhYiFiQA2/JzhtxyK6GpASilooAKKKKAEooooAz9U/1cX+8f5Vm1pap9yL6n+VZtUhhRRRTAcjlJA2cDvW3C5eLNYJrS02bKmM9R/KsKsepvRnrYtt+FRzDMLnGMjFWCB1qCVWKlexNc51XPG/ivo5aaxv41PDeU2B68j+tcUu9eGH4ivc/F+lf2jodxGFy6ruX6ivFCMcEc1rB3VjSlDVtGfqL/LEpPqan0YcSt9BVLUmBuFX0WtDRx/orH1atbaGNP3sQaF2/lWMrE8ldo/GsqxlEczt6JU2rXIwkAOcfM39Ky4ZT+8x1Y4o2Q60+asrdCaVzPce1VL5AtwB6KK07eDYm9uprPvlL3jZ9BRFE4le5dlnSwzQsF6butaSpt4xk1iRzy20eyJ9oPJxT1ubhuTM350OIqeJhCKVjfVcDJqndSHoDUtvITYxlmJYjrUPl+Y3Oamx3OXNFWMCYNJcvj+9iungjWOFScAYHNYs8QiuZBgD5uKjeVjxuJA7Zq7XPNp1vZSldFjUpxLcnyzkAAZ9afp6kQsxPVqzZJMd6v2wKRIDn1NDCg3Oq5sNWGI4j/tVnoJbjFvBG8jseERSSfwFaN/G9wIYokLyPIFVR1JPQV7j4O8JWPhjS4naJG1CRQZpcZO7uAewFS5JIqrFyqux5b4Q8G6/NqtrcfYJbaKKZXaW4XYAB1wDya90ghWzgATsPzprzDOR+FQTXamPGaxlO5pGKRn390Wkwa5S4cyajED/fzWxqE+3J45rFsx5955h525J/pRBXZNR2iap4BqEkmnMfmODxTa6zhO2BqRTUIqQGpAmU1IDUANSA0ASg0rOqIzucKoJJ9AOtMBrM8UXBtvCuqyg4ItnAP1GP60AeFeKdbHiDXrrUFXCOwEYx/ABgfoKwlKgnqM9qsSL1HbtUQX+/gD3qgEBz3pM9eaXMY6Cm7x2QflQA5ZdvU5qXzScbarkljUkaMzDPSgCcbyevWnAHPLA+1OGAoG7pQz+vNABsycdfwp/lEdM/lQCuDzTlZWODnjvQA0R47HPsKUQyclWOD1qXCjnBOKInAcDGAT3oAYsIYY3KrUklsQBnGanmgWVd0YIJ5qvFcBd0NzGCp9aAIxbSxyB4XCsOnNXYbqUuBNGpI7iojZwyfNHIy57BqDpwB+aR3H1oAuSyruPzDg9DTRIhHLKAemDWl4W8N22ua0mnyyNErRu+9VDH5RnHNd3/AMKo03GDfzH/ALYqP61cacpK6As/DG+D2t/Y9o2SZc+jDB/Va7/Ncl4b8HReG9Qe6hv5pw8RiMboAMZBByPTFdR5h9BR7GfYCWiovNPoKPNPoKPYz7AS0lR+YfQUeYfQUexn2AkoqPzD6CjzD6Cj2M+wFPVPuRf7x/lWbWvcxC5VQTt2nPFV/wCz1/56N+VUqUxlCir/APZ6/wDPRvyo/s9f+ejflR7KQGealtpPJuFbseDVv+z1/wCejflR/Zyf89G/Kk6MmrWGnZ3NPGV4pnfpzSRyGONVPzYGMmk3+1czwtTsdSrRI54Q6HpmvDvGmitouvSeWD9muMyR8cA55X/PrXuu7I6CsTxB4ctfENl9nuHaMhgyOiglT7Zpxw1RdC44iK6nzRevvvJDjocUsN1PCmyOUqvXANevN8FLBnZjrl5knP8AqE/xpP8AhSdh/wBB28/78J/jW/sZ9jjc3zOSPHZpiSSSST1OavafbEoHb612fi/4Z2vhrTYL2LUp7ktOI2SSJVGME5yD7VzqgRoABWVROLszqwlO752LgYxisnUCFvDj0FbC81k6go+2HI7ClHc2xn8MpqC5qUEKOcVcsIreWNt6biDgc1bFrbg/6lfxp8xy08LKceYbZPvtF5HBNWVwBUWVjGEQKPYU9QcZPWoZ6VOPLFIy9TyLrP8AeUVSKuykqrH6Cr+rDDRN7EUmmMCki55BBqr2R506fNVcShaqguI2kXK7hkVszMNzKoxisq7QQ3DqOnUfQ10/hnSbnxLLHbwJwuPNmPSMep/wpSelzTDvlbgzpPhr4bGpXn9t3AzDatthUj70mOW/DP516Jd3qQy7ScegpLRbLw9o0VhajbBCuMnqx6kn3JrgZvEP9t6+tjaSZJciRlH3QOtYNtmr31O8eUSIHB7dqz3uDtYCnzyCG3EanoKyJLkrZvJ2Y8H1qbCuU9SuSWK5qeyh8q3XP3m5NZaAz3aLnduPNbZ+UACuilE5K8ug1hhiBTTSk5Oab3rVGCO1Bp4NRA08GkBKDUgNQipAaQEoNYvjKPzvB2qqMkiAsMexBrYBrI8Wk/8ACI6qA6oTbkAscenH49KAPnqXLMetReUx7GrUkbbyAMt1IHNSwyRgbZOP9rFVYCiIW5wO1L5eOoq40hiOVZHjJ/GpZvLmh8yPG4csmaAKC5GcAflUihz3P4U9GwSFIPsRSrLnuQO4x0oABE3dT+NDjAxinlzHJhnOw9CBUzwq0e5WyMZyKAK6IxGQvFShcHAPBogyy/eORwRTiPL5DE56j0oAkIJHTPvUfpnnuaer/Lzz7mnFdw+UZP1oAfE2ByKkkhhmHzgfWq4ZuQUwRTzLtA+UepzQBC1kqn5JCKPssvXd+NTm6jUBmKqPU0wXsJwFO/theSfyoA674bQmPxjCSxP7ib/0GvZq8Z+G0wl8ZxAKV/0eX7x5+7Xs1ddFWiCCiisvxFrsHhrQrjVrmKSWGAqGSPG47mC8Z+taN21YzUorzWD42eHpJQstjqMKH+PajY/AGvQbG+ttTsYr2zlWW3lXdHIvQj/PahST2As0UUUwCiiigAorn/GPihfCOiDUntDdAzLF5YfZ1B5zg+laWi6kNY0Sx1IRGIXUKyiMnO3PbPeldXsBeooopgFFFFABRXn3ib4nf2J4lfRLHRZdRniA80rIVOSN2FAU5wDXewS+fbxS7SnmIr7T1GRnFJST2AkorC8T+LtL8J2aT6g7tJKSIoIhl5MdcegHqa5vRPi7oer6kllPb3Fg0jBY5JWVkJPQEjp/Klzxva4HoNFFFUBxHxRBPhq3x1+1L/6C1eRiNupIH1Ir3Xxd4dk8TaOLOKdYZEkEqsy7gSARg/nXj2teGdR8PShb+BQjHCSo25G/H/GvPxH8Q9LCtcljOCj/AJ6J+BzWVqVvm6DF+Co/hrSMsSdXUfjWdqc8LiMrIrEZHBrNXHiuV09ybS4olEi7yTwfu1o+XH6Mf0rCsLyKG4y7AArjJrROrWi/8tc/QE0NO4YatBU0my+EjGfk59zTWYdkFVYNSiupxDCGdyCemBwMnk0pupDC0ogYKvJywoUWavE0l1IdRi8y2Ztikpz0qhYOUuQuAA4x0qebU5NuBACGGOTVJBcgo0abjkEALVKDOCtVh7RSiy/qNqzx+aMbl64HUV7t4V0OPw34Tt4RGhnkjEk7r1ZyMn8uleEebqsmVECKD1zWynj7xLp9munu0TCNAiuwJOO1KVOTRTrUubmR0nj/AMUG0Q2NpL+9cY4P3B61m/DKzhS9ubie4jEmMLzk/gOpNcOI57+4kubmQs7nczOepqzs8v8A1cqFlHryPoe1NUPdsYSxF5XPc7y0MqCNmEK91X53I9yOBXOatKsri2g4iQdBXn1t4v1rTovIS4Z4wMbJOQPxqCTxVqTBtvlpu64B/qaz9g0afWFY9F0yENK0h6LwK0GOTXOeB7gz6RNLLIzymY7s9uOK6KtUrKxzylzO4hFJSmmmmhI7MU8GvJR8Z8f8wD/yc/8AsKUfGnH/ADAP/Jz/AOwpAeuA08V5EPjWR/zL4/8AAz/7CnD424/5l70/5ff/ALCiwHrwri/iXe+VocFkHw1xLuI9VX/65FcsPjd/1Lw9/wDTff8A3K5fxV4+fxNeQTf2f9mWGMoEE+/OTnP3R7dqa3E9ilOR5mVyMHrVdmkY/P8APgcEHmqg1fjDwbvfd/8AWph1NS2RBj/gfT9K05kTZltlV84PNRiNkOVZh9DUH9prnJg/Jsf0pp1AE8RED03/AP1qV0FmStvzks2frQWkGCHOahN+Cf8AVf8Aj3/1qab0cYix+P8A9ai6HqWvPn27S5I96dHczxghX49KpG854j/8epPtfX93+tF0PU2bIyTQPNvIIYjj6A/1onkuEkZd/A43YrOt9V8iBovJJySch8YyMelOk1ZHdm+zfe9X+nt7ULlE7lkyyEHMpyOmKj82bkeYx+hqH+1F5/0f1/j/APrU3+0137hbgf8AAv8A61JWB3LIWZurOT9amjt3OdzrnPOSTmqZ1fLZ8jH0f/61btrZxzW0UpkK+YgYgdsjNWrPYTbQ23D27ARn/voZH61p2005kwba3JP/AEzQf0qulmoHyzHp6CrEdrFld5cjHHNPlQuY7LwE8v8Awk0KtDCgMMhO1UB+77c16nXlXgKGKPxTF5fH7iT8eK9VremrIuLugrjPir/yTjU/rF/6MWuzrjPir/yTjU/rF/6MWip8LKR5VB4i8Kx/Dg6TPpPnayUcLceQg2sWJVvMzuOB2/CvRPAVy3hb4VtqWrK8cKNJcJGRhijEBQB/tHp9aPhl4e0W58F6bfz6VZy3hMhM0kIZuHOOv0rV+J1jcX/gDUY7ZC7x7Jio6lVbJ/Tn8KhRcVzeQkcVYeK/iR4oeTUdDtIo7BHIEeyPa2P4dz8sfXFWvDXxC8Rav8QLbR9QgitISWSa28rDK6oSeTyORmtH4c+M/D8Hg20sbvULayuLNWSSOZtm4bidw9c5+ua5nSdYtNe+O8WoWPNs7MqMRjfthK7se+KSdnGz3DodZ41+IN7pusJ4f8PWq3erNgOSpcISMhQo6tjk54FYw1r4raNJFc3+nLfQO4UwrFGxGT0/d8r9TVN72Lwj8bLu91gMlrdb2jnK5CrIBhvoCCp9Oa9DvPiD4UsY43k1u2kDsFAgPmEZ7kDoKad9W7D6nOfFuWWf4d2001u9vK9zEzwuwJjJVsqSODiqdz47j8MfD7QLGxCzaxcWMXlx43CIH+Jh3J7DvV34vzxXPw/gngkSWGS6idHQ5DAq2CD6VwVrpl54Km8PeLnthqOnTwxu28ZMLEY2+xHVTSk2pO3kB7P4TXX20dZ/EU0bXs2G8mOIIIV7A46t6+nSte7uobGzmu7mQRwQIZJHPZQMk1BpWq2et6ZDqFhMJbaYZVh1HqCOxHcVQ8ZWFxqfg7VrO1BaeW3bYo6sRg4/HGK1ekdAR50PGvjnxheXD+E7NLewgbbvZYyT6bmfjJ64HStvwd4+1G519vDfii0W21MHEbqu3eQM7WHTJHII4NZ/wr8W6JYeGW0q/vIbG6gndz57bBIGxyCe4xjHtWZd3sPjD40aZcaKTLb2ZjMk6ggMsZLM3052j1rJNqzTvcXQwY5PFg+Kl29pFEfEO6TKkptxs9zt+5719CRb/Jj83/WbRvx/exz+teRad/ycPef9tP8A0TXsFVSVkPqcR4g+H/8AwkXjO01m9vY3sIFRTZNGTuVckjOcYJNcb8X7TS/7R0jTtMs4F1VyQy26BTtbAQEDvnOPau28e+PrXwjZ+RBsn1WZcxQk5EY/vv7eg7/SuL8AvoEN8/ijxL4hspdXnJeOOWTJiz/E3H3scAdh+ky5W+VAexWsbxWkEcrbpEjVXb1IABP51LTIpY54UmicPHIodGXowIyCPwp9bgZ+saqmkWiXDkAFwnNcN4quh4m0ya28vIxvUe45FWvi9cta+EYHUE5vEGc9Plaud8Iagbm3TcQTjivNxOlS51UbOPKecPb2eT+7bP8AvdKj+z2+7iNsZ9a6PxZpY0rWXG39xNmSMgZxnqPwrn3KEDBOPcVvGzVzindOzBba22k9D71E9vEM8jI96C2OAc/hTC2AfamTqXNG/caxGwKjCPkt0+6amM7Pbuq89AT261R06QrfF842xuc/hTTckRldxOcZoTsJouXUqrDGpO/r0OO1NGpSRwIkSBQPbvVNpVcKvAABxxUxwY8ZyAOuKdwHnUp+2R9BULC5uCSw/E08SKi8d+tONxgDPagLDYrJ2/1kuB6AVd+ywJCCBlsdSTVT7aQcetAvWI2kHA6Yo0B3IJQSxxge2KYI88E1cAEr8A8+tMMEvmH5cD1bilYLnd+CCo0eaMD5lly34jiulrkfA+Qt7j7oKjPqea64mspblobSMRg80tRsOfrQUeE0UUUgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK66wYizgAzgxLyfpXI11unatpUNpAk0nzqihhsbrj6VcHYmSZfj3YJC1biBwCcEZ5qFfEGgqTiRcEf883/wAKmHibQlB23Cj/ALYv/hWnMjOzOu8CxY8TxsMkLDJz+Feo1474c8ceH9P1hJ7vUgkPlsCRBIcEjjgLXY/8LV8F/wDQZ/8AJWb/AOIrSEo23NIaI7GqOsaPZa9pcum6hG0lrLtLqrlScEEcj3ArnP8Ahangv/oM/wDkrN/8RR/wtTwX/wBBn/yVm/8AiKtyi+pZ0ej6RZ6FpcWnafG0dtFnYrOWIycnk+5q91rjv+FqeC/+gz/5Kzf/ABFH/C1PBf8A0Gf/ACVm/wDiKOePcBt98K/Cl/fG7axlhLNueOCYojH6dvwxWhY+BPDuna1Fq1lZGC6hXamyQhANu37v0/XmqP8AwtXwX/0Gf/JWb/4ij/havgv/AKDP/krN/wDEVK5F2A3db8OaT4jtlg1SzWdUOUbJV0+jDkVztj8KPCVjcic2c1yVOQlxMWT8QMZ/Gpf+Fq+C/wDoM/8AkrN/8RR/wtTwX/0Gf/JWb/4ii8G76Abut+HtN8Q6aun6jCzWqurqkblMEAgdO3PSpI9F09NDXRvID2CwiDypDuynoT/Wue/4Wr4L/wCgz/5Kzf8AxFH/AAtXwX/0Gf8AyVm/+Ip80O4GtoHhXSvDCzLpSXEUcxBeN52dSR3APQ+9bdcd/wALU8F/9Bn/AMlZv/iKP+FqeC/+gz/5Kzf/ABFNSiuoEutfDbw1rt695cWjw3DnMj28mzefUjpn3rV0Hwxo/hq3eHSrNYd/+skJLO/1Y8/h0rF/4Wr4L/6DP/krN/8AEUf8LU8F/wDQZ/8AJWb/AOIpJwWqsBqxeEtHh8TP4hSCUam+d0nmnbyu0/L06VuVx3/C1fBf/QZ/8lZv/iKP+FqeC/8AoM/+Ss3/AMRQpRWzAm1b4c+Gtb1SfUb+1ne5nIMjLcMoJAA6DpwKp/8ACpPB/wDz43P/AIFtU3/C1fBf/QZ/8lZv/iKP+Fq+C/8AoM/+Ss3/AMRS9zyA6y2t47W1htoQRFCixoCckKBgc/QVLXHf8LU8F/8AQZ/8lZv/AIij/hangv8A6DP/AJKzf/EVXPHuBH8VbFr7wJdBBloZEmA9lzn9Ca8f8HayLa6W1kk2qfusa9Z1L4jeC9Qs2t21hSrZDBrWbBBGP7leH3VlYQX0otNatZIVc+XJsmUkduPLrjrpTk0aRly2aPVNe0V9d0kiAB7lPniA7gdR+Iry94gjFSCrA4II5B967Hwt46h0hRDf3ltNGBw6+bn6Y8usPxHqOm63r1zqEN3awRzY+QiXJIGMnEfU1nRvH3WFfln7yMSQJk4NQtn1q8qacchtUtB/wGb/AON0pOnqm1dRtCfUrN/8bre6OazKVqCouXAPEeMjtk1BgtzzjPU1pobFBPu1C0begAG2Xr/37oc2ksSBtTslIboqTfKMf9c6Wg9SuqIsZIXcAo5Ydyakb/WHaNox0NSuLHLKurWnlsQfuzZ4/wC2dEjWLSbv7TtWz1JE3/xundCsysYn79PpTxasRzn8KlY2TZ/4mdoB9Jv/AI3SA2eNv9p2mPpN/wDG6d0FmC2sYxu69/mpyi3VssF4pFFjvydVtAP92b/43Qy2HONVtPxWb/43SuhWZKLqOPlOPTC1VkuWkLMTye5qXy7Bs7tYtFHsk3/xujytNUDbqtqxz1Kzf/G6fMg5Tr/ArYs7sH729T+GK6uuK8NaxoumR3BudVt1eQjGI5jwP+2dbn/CXeHP+gzB/wB+Z/8A43WcrXNI7GyeRUR61kt4s8OnGNZg/wC/M/8A8bpv/CV+Hv8AoMQf9+p//jdTcbP/2Q==", "path": "000330.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.
000331
Men Tshirts
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", "path": "000331.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.
000332
Men Tshirts
{ "bytes": 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", "path": "000332.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.
000333
Men Tshirts
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", "path": "000333.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.
000334
Men Tshirts
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", "path": "000334.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.
000335
Men Tshirts
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", "path": "000335.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.
000336
Men Tshirts
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", "path": "000336.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.
000337
Men Tshirts
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", "path": "000337.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.
000338
Men Tshirts
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W+noal6IZ5wsskozEu1D/ABNSxxRxuTguxOSTVa6uhZSvBOjpMhw0bDBBrMn1SSTIT5R7VzzqvZGkYdWdA9/BByzAsOwqrceJJtpSJtin0rmnnYn5m5qEyccGueS5tzRO2xrPqDSNlmJ+tN+1+hyayw5xzQH55NTyIrmNT7T83NP+1D1xWV5ox70edgdc0uQOY1RcjHBpHu8DBasnzzSbyaOQFM0Wuvbik80t0zVDzR25p3mn1p8hXMWzJjqSaaWJHpUAcmnbZQrMUZkx1x0o5RcwshDxlTXT/Cdz/bGvRnORpMxz/wACWubjhintXPnYYMAAK6r4ZQtbeJdcEo5GjzZ9D8y100VZmNSVzt/Gv/IxN/1xT+tc9XQ+Nf8AkYm/64p/WuerqMQooooAKKKKACiiigAooooAUUU09KTdQA/NGaj3Y60gYlgoBJPQDkmgCTNS21tc30ojtYWlc+nQfU1uaV4VlnCzahuiQ8+SPvH6+grqgLTTrQkCK3gjGWOQqj600BkaR4Yists17ie46gD7i/Qd6s674k0jw5aG41S8jg4ysefnb/dXqa888X/GW3tPMsvDarczfdN24+RT/sjv/KvGb6/u9TvHu764kuZ36ySNk/h6CmI7/wAYfGTU9ThltdEjOn2hBXzWwZnH/steTSSSTSmSV2eRjks5yT+NXnAcFTjFQG1G35W/OgCtIPmB9aYeeKnkgcLjGagIIyCCDSGj1z4Xakt7pz6e7fvrbkKepU9DXoRteMAV846TfXuk38V9aTGCaI5Vh39j6ivffBXjnR/EKJHeTRWmqA48iQ4V/dT/AErKcTWEuh1mk6d9njMrj94/6CtURZpyrxx0qRRWR0Ih8kUeUM1P1pMDNKyLEjUCrAx2qDIVSzEKo6ljgVz2s/EHwzoUbifUo55l/wCWNt+8c/lwKaT6Gc2jqfxrK13xFpfhu0Nxqt2kAxlUPLv7Be9eRa98a9Sug8OiWqWKEEefJ88n1A6CvMr3U7zUbt7m9upbmduskjbj/wDWrVU31MXU7He+MPitqOurJZaXu0+wPBIP72Qe5HQewrz3cSc5HPJqINlsdakY7P8Ae9K0SsYt3HHAGT+VRnMxyTkD0703JlAYn5Qfzp2eOwHYCmIUEgY6U8Gm59qUH5c0AO5pc4pu7NA60wH54oOeKaDinZpgKCe9OjkMbrIjsrqchlJBH40wt3oySKAPQfC/xY1jRGSDUCdQtBxk8SqPY9/xr3Dw34r0vxNZC4sLlX4+eMnDIfRhXycKtafql5pV6t3Y3MlvOp4eM4z9R3pAfY46ZprV5X4B+LMOreVp2tukF6TtSYDCSn+h9q9TZgwypyD3oGcR488Hprto19aqq30K54H+sA7GvEJleCVopUZHU4Kkc19QOcHivNviP4QjurN9asYgJ4RmZV/iX1/CuerTv7yNIS6HkTNnvTajL5pu/BrCxexNkigtxUW7NOHTk5osTcUt2HNJz9KUHilpWC4DA70bxViGwnnHyxkD1NaMGiouGlbJ9BT5WO5jAM5AUE5Par9vpU8h+f5RWtJbxRLGEUAbh2q8Fp2DmZSttLhhwSNze9Wp0VIGG35dvIFTqKbPxbufalYZyV7ZyWkpmgP7t8HbXcfDa+W+1PWF8vDro8wz36rxWTcWy3FvscAhl4OelXvhhAbLxDr8RP8AzB5W+mGWtabuzOR3HjX/AJGNv+uKf1rnqn+I2sQ2fjB4HLg/Z4zkDjnNcwmu2rf8vJB966bMz5kdDRmsePVIn+7cxn8anW/z0dT+NKzC6NGiqQvOOgNPW7U9RigZaoqFbiM/xfnUgcN0IoAdRSZpaAGOcCoi9LcHCj61ULk4VVLuxAVR1JPQUCLttDNe3UdtbrumfoPQep9q9B0Xw/BpcW9gJLk/ekI/QelY9sml+BNFfVNauo455Bh2PJ/3FHevLvFnxh1LWFe10ZDp9ryPNJzK4/8AZf5015gemeK/iZoPhgvbeYby/Xj7PCc4P+03QV4d4p8dav4sm/0yYxWin5LWIkIB7/3j9a5osWJLEknqTyT9TSVQAW9KX0pvQU6kwGnr2paQjml7UgDOKYQrncANwp1MIxyDzQAw5701CQ1SA7zg0/ygV47etFgOk0L4g+I9BQRWuoyPD/zyuP3ij6Z6V2Ft8b9WRQJ9Os5j6ruSvK2i244/KlGRzz9KXKi1Jo9Yl+OGoMv7nSLRG7lpGasW9+MHiq5ysM1taqeP3UOT+Zrgtp96BGeuDS5UDnJmrqXiTWdVJ+36ndTjsrSnb+QrLLEj/ClKADO7GKTMa8HJNUS3cbuPABpwQnk4A70wzFchFGfYUbJZOWO0H86AHNMqcL1+nNRiNnO5z77amSNI/ujn1PJox3FAhAPyFL6UnpS0AKOlOIzTRx+NP7YoAaDSgc5o707mncBD0pc8UmaaTQgH7qM0zNNLc0wJM0mcDJpm7NGCeKQDgxyD/KvYPhp8T5IJYtD1ycvE/wAlvcueQegVj6ehrx9VOaUjHJpgfZZIYZByD0NROqujI6hkYFWBHUEc15z8J/Gp17SzpV9IDf2a8MessfQH69jXo+eaQz5q8W6M/h3xHd2HPkhy8J9UPIrEDCvZfi9oBvNNg1iFR5lqNkme6npXjUURfG+RF/GuZx10Lvcermpo1eRgEUn6CrdvbafHhppnc+gGKnl1WzsYAtvESQOpNHIwcgt9IlkwZDtX0rROnQW8QO3JyOTXMN4zuUc/6MhA6c07/hNzKgWW0xyDkGmoWJbO1CgDgUmRWJaeK9PuiELmJj2YVrrIjqGRgVPQioehSG3R+WP/AHhVpaqXP3E/3xVhpI41zI4WovconWmz/wDHu/0NVlvQ7FYIi7DqTwKcYp7hSJZdqnqq8Uiitqd/aWGnCWc/NtAVQeSan+Fd8b3xB4gcgKP7Fnx/30tYXi6wRNHV0TJRxn6Vo/BsZ1nxB6nRJx/48tb00nqZT3Nr4t/8j5J/16xf+zVwpxXXfGO6tYviFKkrMrfZITx/wKuCN3ZY/wBY5/Gu6GxzS3LhdQcZGR2zS+cF/jI/Gs8SWEjcTFT7mlY2SAAzE57g0xGot3Kn3Z2A/wB6ob7xVe2ESCNlf3YVTVbM9J8+xNZOrhQNqHcueDWc9iobm3H8QLxf9ZbRN9OK1bTxyZE3Palf91q86/grUs/+PcVi2bHosPjy0ziWJx+tXB440c8NKyn3FeY55qrccyc0kwasep3vjDSzGpW4DAtjC9q6PwJdWOq6q96JVaCxiMzsf4T2J/U14OAcYrt9K1NdG+FuqLbygXeqXq2zY6iMLlqoRS8beLLjxb4invGkb7HGxS1iJ4VPXHqeua5vNBAHQUmR1pgOFB60zNOzigAOOaUGkzSd6ABmpM8UHJzml7UAA600jPSnHpTlFAEe0Hgil8qRc+W+R6Gp1GBnFLjjPGaAK2+dTjYD+NO82bvH1qWjtQBBvlzjax96XMxGNv61Jgil/SgCPZIfvsFHtzQIQOpLfWpcetKBjigBAo7KBS4oJwaXPFACYo7UtGAKAGY6UpFLjPQ0AfjQAYxS4OetB7UvbigBKKaeTjNKCMUAGMUmKCfalxnvQA0nApuCTUpWgDmmAipTtvfJpw4pjSAA5oACwWopJB61XmuscDtUSbmbcenpQM3/AAzrsugeIbPUomI8qQeYB/EhPzCvrO2uEubeOaNtyuoYEdweRXxqi5OD3r6c+Guotf8AgXSpHfc6xeUxJ7qSKAOr1Cyj1LT7iymwY50MZyM9a+UNbtZ9F1q70+bIe3lZDkY4B4P5V9ahq8K+N2iLb6/a6umALyPY/wDvL3/KpYzzL7c/QH9ad5zy8HNQRw7mra07TTKQcVnKVgSuZElucZIqm6kE11mo2Igi6YrmJxhjRF3HJEK9RXX+Fr2dFkhIaRAOPauSQDIrotOsLy6sM2s6xDOD70SSYkdPPdoQq3FzHECeADzVyGGHAcYfPO4nOa8917Tr6wjie4dZEPAZfWl07xRqGnpHCdskY4Ct2FZun2KUu56PCu26lHYgVcXGK4yfxYLaNpEgV52A+XPApNI17VNR1OITlYYCeir1pchSl0Or1OJZ9OuIzzlDiq/wetphq2vnYwB0edQSO+5auzXSRqQqAe5rc+HsyNqWrhccabKcAe4ohKzsEo6XMT4v28Mvj2QvGGP2WH/2auGi0mGdwkVvuY+grv8A4sbP+E+l39PssP8A7NXIJdmJB5OVB7ivSj8KOF/EzNn0aCCQpJGoPcCoP7JtSeAR+NXncvJkk5J65qzCYomDH5iPUVVlYV7srW/gm8v7drm3gdYVGTI3ArltUhMDGEnJRsV6JN4iu5LUW7SsIVGAg4Fedau++diP4mrmmmbwsZx6Vp2v+oGKze1aVtxAuPSoZZJjk1WuCPMOO1WeSaoyN+9P1qUNj1q1mRbSKJshCzOo9e1VM4FdV4vtU0+Hw1bqgUtpayMR/EWYnNWSjmiaaeaCeaTtTAXOOlKDmm0oIFADh1pcU0H2p9ADe9HWhqO1ACgZFPXtTQMCnHpQA8HPWgtTMYpCaAHseKbzxRmjNAAeeOlHGKTNLx60ALjA9adn2pgalz2oAdwaOhpp+lLmgBWJPAo7UlGRQAEH1oHFL70YoATPPWlpD1oHWgANBHpSilpoBuPWnAUUooYB25pRgUdaRuBQgEZ8c5rPubgAEL1p91Ps6VRRTK5J70MB8aFzkjiriIAPamoNoFSk4FIAOK9v+Ceoed4fvrE4za3O4fRx/iK8NPPWvQ/g9qjWPi57Nn2xXsJXb6uvI/TNMD6IX7tcb8U9JTU/BFzMRmWzImT27GuwRwQMVHfWaajYXFlL9yeMxnPuKT2GfLGm2DzygBc13mnaOtvbb2XnFN0rS4rGZ45Mb42KNn2OK0NQv0hhKqR04Arjm2zaKOO8SSKhIFcTM25ziu1fw5r3iS6IsrCZ0J++RgV1OjfAy6l2yaverCvUpHya0hoiJas8igjaSVUUZJOBivQtNsJLS32FPLQfxPwDXrGleBPC3hpRJ5ETyp/y0m5Nc/4/1/w+ttFCLJbu6b5YkHC03JN2BJpHmfiq4sZdMMCXQkmDZwgyB+NcdHBvWIrl3DfMPaux1DRmv9yJbJ9oUZMcQwqfU1Q07Qz9r+yXDi1m7K3VvpTUkLlZUvp4bfagibcQO1JZXt208eyBgAwwcVs2Nok3iSaylPnQwr/F610wgt4FxHGijtgVnKolojSEG9TOKyyAb2LE9a7X4bps1HV8/wDQMl/mK5KaZFB5rqvhxP5mp6yAOmlyn9VrOn8SNZ/CzK+METv8QZSkwX/RIeD/AMCrhds4GDMldt8ZNPFx8QZZPNZT9khGB/wKvP8A+yMjmZ/rmvVjeyPMk1dk3lXJyQ6sKkj+2R/8s1IqmNLmXPl3TgU4W2oxj5LjP1qtewtOhfKTSISUK8cnNcpqP3wfetzGr7Cu3evfFYWoZ3KCOlY1Hc0pqxVrWh4gGPSsg9q1o/8AVD6VizVCg1SkH741dGKqTcSH60ojYuOMV1HjSc3dv4YmPX+ykXP+65FcqDxXa+MdP8nwn4Pu1X5XtHjY477twFaCRxxGDSZo7E0lAgoNFFACjrTuaaKeDQAdqUA0gqULxmgAxx70h64p3t3pp9c80AJ0pKM5ooAO1FFITQAtFNJ4pc0AKBRnmiigBc0o4PWkxgUhzQA6jrzSYzSjHWgBw4pc03ijFAC0lFFADhSd6QmkzmmgHil7U1aCccUAKDnqaimfap9KccY61n3s3AQHk9aQFeVzLJx0qzCgRR61Xto9zFiOlXAMUDHUrGkHSlPXNAgwTWt4XuZLTxXo8yZDJeR8A9QTj+tZOOOnJqzpcyw6xYPnBW5jbPphhQB9bW0hbPGMHirQY5BqvEoA3DHPORU+eKBnBt4Ee68Q6jcS3xS3acuqIOcHn+tbsGieHNIQNKiM4/imO41l+MNQurDUo0hkZI5oQSR3IOK5CS8eRizyZPqTXFUlaTSOmMLq56HceL7G1TZaxbgPQYFYd54tv7jKo6xqf7o5rkjdqDjOaja+9KxcpM0UIo07i7lcNJLKzY5JJrhdT1bT21hdQPmz+Uu1UAwAfWuje63qyseCMV55dxlZJo+wY1vh43vcyruyViWfxdeRGUWSLB5pyzH5mP41X0WdtR1NxeSu7MpIYnlSOeKx5uGotp3tphIhweldDirGKbR1fhq6iTUbppWO+Q7VY/xYrpJZc8ZwK57SrCKbRFV+GZiwYdQatW13IHNrcn96v3W/viueaubwehbkdckda7H4Z/8AIT1rA/5hUv8ANa5JLXzY9xODmu3+G8Hl32r8g50yUcfUUofEgm9DO+LQz48lJPH2WH/2auGHoK7L4wNKPH8uxcr9lh/9mrgjNMP+WRP416sGuVHmzWrLQ5YAdTVu3gjDg3B+XPIB61kC7dTkxsD9KmjvkOQwbPuKpu5KR2dzr9qumGzs7OG3TbgvjLN9TXkupNuuPxrp5pSY3KnIxXJ3xzP+Fc1RJM3g7lc1rRH90PpWV3ArXUARCs2aCZ61QZt0hz61fz8tZ5H7w/Wkhsk/hyK9s8W6Sl/8HNOngX5rK2iuAfbGG/nXieOK+jPDcP8AaPwvsbeT/lrYPFgj6gVbYkz52yCKb1JpEUx7o2JJU457Y4paYB3pTScE0p4NAhR1pwHekHWngYoAeF4pSfl4pM0UAHbPekoxkUCgBMelA570daOlABikPNLTDQAuaKUfSmmgB2aWmilzQA7t1oHPWkHWg9aAHA5NIMjigce9OoAQZ/CindaTpQAhyKAeKXBPUUhGOlMAJ9qT1ooxSAFOOKVmpOlJ1FACFutZErGSY/XitC4fYjH2qjApaTd6UAWY49igDr3qUZFCjinAZoATpRnHJ6UNxUDvubap6dT6UAOaRnfYh57n0qaNPLjZVPzEfe7k1FHheAvHrU69ulAH1d4bvf7R8Oabd95rdGP12jNbArjvhlP9p8CaS2fuRGM/8BJFdj346UxnBfE3MVtps4PRnjPvnBrzg3bfQV6V8VI8+GraUZ+S5H6g14/5p55Jrlqx965vCVommbsZ65ppuz0ArPEpNBf3rPkK5i6bhj3rB1OF4r2UOMM3OK1IpAJFbYXwelZ2piQ3ZldWUv1zW1GPKzKpK5zc64aq3ORir10vznFVPLatjM63RFuYIViYh0xkYGSK2X065ukDIio4OVdjyKyNK8Tw2kMccsPIwMj0rrxfw3UCy6e6O3de4rmqe67mqZRgEkiYlG1l+WRenNdx8OgBe6qNoU/2bJ0Oe4rgrq4MNwJf4pDtce/rXf8Aw/AW91QbgWGmS8fitRBe8mEnocr8aLe8f4hSvbyhV+yQ8f8AfVefhNVQZDg+1en/ABc/5HyX/r1i/wDZq4YdDXqQjeKOKctTLW61CMfPbhqcNTlUfvLI/gK0hgdKuWVkbuVFdkjQnlm7CqcbdSU77GDLq6SW7QiBkZvaufvf9ePpXqms6boFnpbraM1zcbeZCMAfQV5Xen/SPwrnm7s3grEA+8v1rXB+QD2rJH3l+tay42VmyxAPlqgSA5z61eLYUms9juY5pRGyYFD/ABrk19V+HbJbPwro8W3hLdN34ivlCOBZJo15BZgBj3NfZFtbkaTbwPwRAi/iFFWSj5L8QWh0/wAT6paMCpiupFx7ZyP51SAyOSK7T4t6abDxy9xs2reQrLkd2Hyt/KuLz+tMBNgFKQPQ0uKU0AIMZp2abSjrQA8UdKQdKUnigBOacAaQGjJFAC96aRTj1pDQAwnFJ704jim0AKDxSEniigjI+lABnigUDpSjmgB4pACRQOKXNAAMil3UhP1oyMDigB2cikyOtGQBimHPrQBJuHrQDmolPOCaf+VAB9DR+NITSZOKAFPNNx70ZpCeKAKd6/AX1pbdNsY45NQzt5s+B24q4vCigBR0xilJwPSkz0pgVpzgHCD7zf0FADSWmbamdvQt2pwjCDC1OQqRhUGAOgpirnnNAxAtPHA4OaYTjpQpJ6UCPffgteGbwjc27NuNtdsF9gwBr0wHivGvgdMR/bNuScZjkA/AivYsjFDGcv8AEaHz/A98QMmIo4AHoa8NjguJj8sTc9zxX0P4kh8/wxqUeODAT+XNeNpHgZ/pUyjdjvoY0WlyvKVdwuBnArQi0u3TG7LH3NWB/wAfTf7oqwOlLlQXY6zslkmWKFFBPt0qLxtpFtZ6bayQjdJuJkb1NXobuOxhLZHmN+grF13VVvLJ42bOORVJE3OFljXJqq2AD6dqsTP1qo7UDGM2DVy1vprGZZreQqQeQDWczUqK7nCjPepcUwPQLG6i1aFpiB5gALDPeu8+G8pOqawpHz/2VKT7crXi2mXpspQxc+hAr2H4YTLcaxq7xg7G0iU5PrlazULMq+hV+L86x+PpVP8Az6wn/wBCrgxdRd2rsfjReNB8Q5E+z71+yQndj/erz3+048fvLUj3xXdCWhzSjds047mMNkMPxq0l0XThx9AaxVvNPf76EfhUyS6cTlZSv41V7k2aLd5dN9ndSTkiuPujm5NdPeS2/wBkKxSb3J9a5e5/4+mrGpua09hiDMij3rWIwvNZUP8Ar0+tazHKYrFmqI2HyGs7nNaTD5DVDHPSiIMkhbZLG/8AdYH9a+yLCUS2FrKf44UP/jor43jXfNHGf4mAx+NfYNjAbfTbWHOdkKL+gqkI8t+PVhF/Zmk6gijzEneJiPRhn+YrxFeVB9q9j+OWo4h0rSg3Ll7hx7D5R/WvHI/u/SmBJnFBNM60D3oEOFOHWmjpzSE4oAl7UZzTASRThQAop3emjPpSg4GKAFHJPakNOJphoAaelITz0pT1FJj2oACO9HUUGkU0ALinDim0ueKAFzS03vTqACiiigBSfpTT04xS000AREfNUqtx1qNutIDgigCfFNNAbNDGgBp5pjfdzzTm5qKZtsLH2oArQJvlZvTmrgzj0qrBgJ0qYks4RfvH9BQAuDM+xThf4j6e1WQFRQFGAKRUWNAq9P5mjigBCuelOAxQOKXrQAgjVjTwoUECgYFBIxQB6d8E3xrWrRjktbofyavbckivCPg1KU8YXEOeJbRj/wB8nNe7LywGOKYyK/j36Rdpn70Djn6V40gG0fSvaL7mwuFAz+5fj/gJr5gu/FepW0nkrAi7eASM5FJgdeF/0xx22ipmG1S2OgrF0TU7m5DT30YBYDaF4qTVdeNptihiHmOOcnOBSAo3t/PLIwRHI+lY863TglhtHuanN1e3P3Axz6CpbLR73U5zFvWPb1aRsCtLEnPyIQxz3qIxMx4BNen2Xw/0tAH1HWE/3Yhmt+20Hwnp4Bh06S7cfxStgflUNodjxKPTrq4fbDBI5PZVJzV9tOvNNaHzrJklkBVQ/FextrWxHgsLK2tx93EaAH86wNU0m6u5YLqeJ2APzE9BSGefQ6A4HmSyDGfmUdq9S+EiBLzWiMgLpcoAP1WuMvpLWG7KElEJ+b6V3vwvmtn1LXFt5AytpkjD6ZAqbagir8XAD48lyP8Al1h/9mrhCileVB/Cu6+LrAePZRnn7LD/AOzVwwYYrrhblRyzvzMjNrARzEv5VJa6CupTpDb2u+RjgAcUsZTJLnPpV+G/ktlzASnuDVS20FHfUg1zwWNBsvOmnjM//PJGziuBuf8Aj5b612+rX7z2TKzEk9STXDzHdcMa5pJp6nTFq2gsP+vT61qHO2suAfv1+tajAhazkWhrsBG2emKz92TV2biI1n5wKIiL+kFDrlgJBlDcJke24V9ifKAAOBgYz6Yr5A8Kxi48W6VG2SrXSZx9a+kfiV4hPh3wXezxHFxcD7NB65bgn8BmqQHgvj7xAfEfjW9vEbNvG/kQDPAReP1OTXNxnlqYMDpTk4Y0wJM0oOTyKbS96BDi3FNo6jNFAD1paav0p2aAHUo5pF56U7GKAEzkUhpe3FJQAmKTPvSnP4UxjzwKAA0gHNGe1B6UAGcClHPNJ/Kl60AA5NP6U0AZxS/zoAdSE5FAPFIWFACU3OPrTqbjnJoAQnIpuO9OYU3nmgBVODTi1NHB6UvSgAJ4qrdMRGAO5qxk1Vuc7kFAxwbYqjrxgCrkMYiXJ5dupqlbKZJdxPAPFXj0oAdkU09abuxnigHPTAoESc09Rge5pi4708tQAUwkU4n8qacHg0Adl8Krpbb4h6ervtWdZIfzXI/lX0mFCLgV8laHetpuv6beJw0FzG364NfWjNkZH1pgZupXHk283r5b4A7/ACmvmKK3FyQ7/MTzk/WvpeS2fUdWMI4iijIf3JBGK+doYvs8zwEYMUjofqGNa0knKzJqO0To/DHgm412CadMrDCOXZsCs2Cwt4L2dXKyGPO0tyOK7Cz8UrpPgoWFqB5sud571xO7cGY9T1rojST3MXNoSLy7eSRkd8sSdo7UyS5mnd3htsIoG47uaEPDHFR22Hu1XPBPIpTSggi3Jmxo4uTCXmDBDIAu6t3WJZodGuJLdtsirwRUZTdBHjgBxWlJEk1u8TqCjKQRXA3d3OuKsjjPDt2zXaPNIzknJr0y8uhJpRC25xtwCTXmOiRCLUnjxwrkfrXpLndpp+lNMk8i19f9IkLDFdt8FkzqOrMvONKmT/x5TXJeIIszyYXJ9q7T4J208eqawDE4V9OkAJXGTuXikOxW+Ms1qnxClWWQq/2SH/2auCBtnHy3WCfevQvjFZQXHj6R5EBb7LCM/wDfVeftpNqR90j6GumN7HPJq49YGP3LofnU6R3I4MisKpHSIwPkmcfjSjSbjcBFcuSeg609USSajG0UI3kbm7CuUk/17fWunv8ASdTsIVlvQ4jb7u4VzD/61vrWE3dm8FZElp/x8CtN+lZlp/x8CtJulZSLRHN/qmrPxxWjL/qm+lZ54pxEb3gPYPHui7wNpuVzmvQ/jxqgbVNM0hZOII2uJFH95jhf0Brifhz4evdd8XWrWxEUNmwuJ526RovJ/OqfjPXf+Ei8Wajqn/LOWUiIeiLwv8qpbgYWBinAfN+FNyKUE7hTAdTsUCl96BBS5pVII6Uh60AJmlyaTilFAEiHAp+eaYvSnUAHAFITilPSkNACE0zPNPzx0ppoATGaRutOpp60AJuIpc+nWmHr0pw4FACgnNSDpUYPPvT1NAC4qNuKkJ60xqAG56UvUUnWgZP0oACaTOcY6UvWm8igBTSZOaUdKaePrQApIqpcZaZVUc4q0PSoldFvCW64AFAFhEEMar3pC3Wlc+nSo+ooGBbvTfMxSEetMY46UATrNTvOGOtUy4FIXOOBTAvebg4zzSCTnk1UDk04Ak0gLyyYXcvVeR+HNfWWk6gl94dsL8Hie2STOe+Of1r5HiyCK+jvh5dtffDbRoFyXUvAfba3+FMR2umrtiEpGGkfef6V87+IYvsnjDWYdoGy9kx9Dz/WvpREEcQUcBRivGvFHhSXWfiFrDQnaB5chAPXcv8A9arhJRldikrxscG85wBmmGUhDXpunfDq3QBpzub/AGmzWmPhlpFw+6aWQDOdqcCtnjKaMlQkeQRyjyW5pbZJVbzo4WcryAF6171YeB/CenqN8ETe8r5rWW+8J6UmIltEx/cQGsamKjJaGkKTizx+y0bxPqtsjw2nlIfmUFDn8a6vSfA+u3UQN9GYnB5+bg1103xC0a3G2FXfHQKuKy7r4njBFtZc9izVy86NveKGn/CV4L6S4mvAFZt21Rmuxg8H6dFB5cpZx7nFcJdfEXV5f9X5cQ9hWJdeKtYuid97KB6A4pe1XQORnqf/AAjnhezO+S3tQR3kINXLHUNEV5obB7fdFE0jrEBwo614XNd3Ex/eTSNn1Y10/wAPs/2jqxP/AEDJf5iiNS7sDhZXMj4uf8j3L/16xf8As1cKeldb8ZPtw+IcpgTdH9kh/P5q4Ay6io5gBGe1d0JWSOSUfeZqRJv6sABW1pepxaRKJoYY3l7NIM4rkheXSj5rV/wqddSDrh4JF/CqbTElY0/FerzapEHmkLNn8q89fmRvrXT30wnRVVWyOea5hwRI31rnkknobxd0TWgxOPpWixOKzrPm4H0rQ5JxWbLQ2X/Ut9KzjyOa1pYcxHntVE2/y5zTSYnudv4Z8Rx6D8NddhiUpf38iwRSAfwn73P0zXCsBtwB0rU1yVbdLTT4/uQRhmHqzdayQwYU47GtaChLlQDml6GgCkfgZ9KZkP7U4UxeakFAhRwKTPNJ1pccUAFKtJgZpVFAEqnFLkZpF6Ud6AFPSmE04UhoATrzS0DpS0ANzTWBHenkdqa1AEfSlzSkU0AetACjmpF4poxSj60APHWmsMmloK0AQnOcUvSnEe1NPIoAKaTS9RTTQAucGgjNJSk0AIevNUbg/v2Iq+RWdP8A65/rQxlpJtyDd1p+/iqcbYFTKelAEmeaaRnipAmetLsoAgKZpwjIFWAo6U8RjrigCBYc4AqYQgHrUoGKWgQwLgYHFfQfwOdZvBEsbDLQXso+mQDXz6a9v+AV0ps9csmPKyxzAfUY/pQB7C65FebeJ5ZdF8bTXKJuS+s4z83TchINekzyLFGXYgADJJryrxvr9hqupwQWb+a9qh3yAfL8x6A9+lRUfumsIyettCN/Et8R8hVPoKqS61qEuQ11Jg9gcVkecx7GmmU+tcZoXHuJXPzSu31aoWc561CHJ6mmiVD/ABCnZgSk0h6VGZ0HcCjzN3RWP4U+VhzIcR70w5pyrM2f3LY7ds0rwzCMsUwB6mmoNi5kQseK674ekHUNWx/0DZf5iuaFlKRyVA9hXWeArQx6jqjFiSdNkX9RVxg0yZS0M34oxq3jaUn/AJ9ov61xgiXArs/ilKieNZQzAH7NF1P1ri/PiKDEifnXpw+FHm1PiYvlKOOKGijQbnRdo9RQZEOMOv51Dft/obgNzjtVvYlFPWBENgRFGRnIFcNL/r3+tdneLIyq7K2wIBkiuMmH75/qa5JnXT21JLP/AI+fwrQH3h9aoWY/0gfStAD5x9ayZoi3IP3Z+lUlGWjAGfmH86vSDMZqvGp3RheGLcGrWxN7MgvG+0Xc8jclnJzWeyFD7Vd69aRwCnI5plOV3dlVc4oPJxUhXjio++aBD1GBinZqJTlialHWkAueaKUAUEYFACUqUmKco6CgCQEEelO9jSKOKdQAhFNJpSDikoATtSjpRRQAE8U08incUhAoAjPpim9DUmOaYetACjkU7r9aaOtPFADsUuOMUAZpxGBQBGV96jPFSketRNQA0nFIelL9aOKAG0d6U4pAOaAHelZs3+uf61pAc1mzf65/940hjVIBqdGBqvTkbafamgL6HI4qRRk1Wiccc1djCEA5oEKq+gp+D0pVK0/gDigCPafWkIGPenE8c1GzDB5oAaxrtvhZ4kTw34nnmmRpI7i0aPap/iBBH9a4QuKtaVdCDVLeUnhXwfoeKT2NsPGMqsVPa57RrPizUdd3Ru/k25PEKHt7nvWRHbSvKZEUEbQKrREbciuj0dC1luAB+auON5T1Psc3oUsPgmqSstDNWwnZiW2gelNm09kUEvyWA6V0ZjJ7CqV/F+6Vu+8V0qCPiuZmaulR/wARJ/GpU023U8RitExE9aPK+tOwXM2e3jQwhVA+cdBVrylz0pLxQrQY/v1oIi8cUWC5QKZ6A1XvEZbdiQcGt2BB5nQVT18D7OOMcU7BcqpbyyICqEjFdP4LtpY73USy4zYyAfmKzrIAWifSui8L/wDH3ff9ej/zFFgvc4j4qWUM/jeV3Ulvs0Xf/eriTpsG0fKw/Gu4+Kcyp43kBYA/ZouM/WuUhZZVPQ4NdtNLlRw1G+ZkVron2pmEJzsXJHtVmyht7CaSRoFuTj5Vk5ANTNhbbKZUng4OM1WK8rtODTlBNExnYq65q7ahAYmVEC9FUYxXm83+tf8A3jXfX1uFV2yM964GX/XP/vGuNq2h2xdyWz/14+laIGXGPWs+y/4+PwrRjP7xfrUMouODtIx2qFcrGJfuiMFiTVlvumq2rA2unWqFjvuAZWX0TOF/Pk1potCN2UEORzTiMjFVY5gOCfzqyHQ/xCgoiIOcUjJU7KpGc81GSB1oAqqpEhHarCimO69B1NPAzjFIB4opcACkNACDjingc03NPjz1oAcOBS0c9qOhzQAEU2nUYoAZRSnvRQAg96Kdxim4oAa3Q1HUp61GwzQAoHFKDzTV4OKcOlAEgOOlSZyKiU81ICOKAEIzUZqYjOaiYdjQBE3Wmd6kcY61GSMZoAQ9aBxzmmk5pw65oAdycH0rNmz5z/U1pjms6fmVz/tUhkVFFHU0AKpKnINPE7jvTkt2buBUi2XHMg/AUANW6Yf/AF6txXe7k1Etkn94mlMSoQVyKYFgyYqF5MZFNyW96eIGbtQIrs2elLCkxbcoOM9auLbKpyVFTMdqsBxxQ1oVB2kmjv7CUvp0Dnq0a5/Kur8OOGtJY88q2a4KG+S3jigD/KkS5Pviux8LXkKaV57t80rEgD07Vx01759nm9eDwKi3rodLt4qjqK/uV/3xQdViyVAYkdgtVbu9adAqQSEhgemK6z4svY6UhFVRezt921P4mo0vbyUNtgjGDjk5oAW+GHgH+2K0VHArLmjvrhoySi7DkYWptl+yktOR9BQBpx/KwJOKz9dZZIMg8CqtrBcXZcG5f5WI64qw2hCQESzMw9CaALUF1FDbIrOAcetbvhK+hnvtQVXUlbJ2IB7ZFcx/YcAHJzitXwRBHFrmpoqjH9myDp/tLQBxHxqm2fEKZR977JCQf++q4zTb+dxj+PpjNdh8al3fEiVR1NpB/wCzVwKb7S4BJUEdcHNbQk0kYTinc9Y8L6Vpl2A2ozuVI+6D3qp4q0e1s5GfT5XKDkAnrWbperaVaxRmWSacFckR/Lg1an1ldWvre0ht1ggZsE53Mfqa0u9zNRtoc3KCbNic/jXAy/65/qa9h8T6WLLTGdRgZ6V49Kf375/vGueTurnSlZ2JbI/6T+FaKD94p96zrH/j5/CtFD+8X61myjTEZdig6scD8ayfFdyX1uaIfdgCwKPQKMVtRP5dwj/3XU/rWNqECX97PcO2GeRmP51bWqHFrlZgb29acJJF7mtRbGCNs5z9aJLbf0INCQjOW6lH8VKbpj1FSvYvk4BqubeQZ+XpSAPNJ5NacbbkBI6isry3H8JrSgJ8lfpTAnxRikBo70CE25OamQfJgVGDgYAqQDCjnnuKAHdqYcmlLUGgBM0ckdqMZpO5FAAaBxR2oxQAv4UlO7Uh78UAMNNPtTj3pvAoAZnFPXmm45pRQBIOKkHaogccVInSgCTFRsKeDSEde9OwFd+lQleOKmYZzng1Ey4HFIBpG3nOaUU2nCgB69RVKaMbHbvvNXByKrS/dx6sTQMp1LBCJmI3hSBxmowpZto61Ijsh2KvzZ59aQEhinj6DI9RTfNmXqD+VPLTxnlWFKLxs4YUwGi7ccEUpudx5FPE8b9QDn2oAtm4I5oAI7hQc1ZS5Q1VawLHMLqR6ZqFreePko1AGn9oUjg8UhlJPbmsoO6nHNTRTEuq46kUNjjujodLSfV9ThsYFO6VgGb+6O5r3K00u2s7SK3iQbY0CD8K878La3DaWj3cGmqzIoDqo+ZlHXB9a9I0/ULXVLGO8tJN8Ug4PcH0PvWMGmejj4VYcvM7xa0K8ManULgFRgAYFWGjTn5RUVv/AMhK5/CrUlanmlR1ABwKpacMxSZ6+Yavv0Jqlpw/dSf75oAtgUN90/SnYxSN90/SgClpB/ez/wC/WsTnNZOkjEkx/wBs1qHAoAaxxmpvBn/IxamP+odJ/wChLVZ2qfwWc+I9T/7B0n/oS0AcB8bAf+FkS/8AXnB/7NXn2xlGWBA969A+NpI+JEuP+fOD/wBmrztg033mY/jVq9jNmnpSrNcBGnSJGOCWPSvRLLSvD1gI7mfXhLMnzCOJO/pmvJ/s644JrRtSfJLZOVrRXehDstTv/FfiCDU7EwW6YGeprxucYnk/3jXYiTfDuHpXHz/69/8AeNZ1I8uhpCTepLp//Hx+FaSf61T71m6f/wAfJ+laS/fH1rJ7lmzBH5k5zgBUZz9AM1yf2ie4lWOLqe9dbA/lzseTujZMfUVygRsbIYmGeGYd/ard7grctyRI7d28vzDJIO5JA/CmPbTqTsDL9G4psiTRjbGFX/c5NNWS4QYLuPqtAhBJeR9QSKabo7vniqb7RN3mQ+zDFI88xADRRuPUUDI/tSHHy4qeF1ddy96rl4WO14tp+lWIUVRhTgdaBEtLx9aMcUuMUAGcVIeuKYgy4qRv1oAbz2pOe9OoxQAg4NHWjIFJgHmgA+lAo74pxHORQAmaTOacBxSECgBn0pGA604imtxQAyjvSjpScfjQA4dalXpioFPNSA8gjmhAT9KD7UinJ5pxGelNu4EJTPWoGGM5q0wqu6/pSAgJ5pVJpDwTSKTQBOpA61XmADD/AHjUmeaWcAiInuTQMz3UpNx65FT4CyLK8nzd8CnTIGQkfeXkVA0EuzzdvBpAaAvImHIFSiW2cDKp+VYyozNgdalFpOfurn6GmBq+VasPuLzTZLWELlIg49utZ6wSpjzRIq+oFXBaShQ8Nwfx4pgQ+VFn5TJE3oRTwbpAdkiyCpN17GDkK4FMN46sTLBj8KQCXCtLbEvGqyLyMdxUWmwLcXsUbnClhuPtVhL23c/NGATxViD7OWzGFUg5FJxbWhdKUYzTlsdfYBjMn2ZCka/LkDjFdb4St2sZ7uGJj9nlAlCdkfocexrjtE1eee7FrcsrBl+QhQuD6V2eiRLdyzDewWPglTjJrmUXCdmfW4yrh8Vl7lHob0eRf3OCM/L/ACqSUso+dhj61VGmwgk5fJ6ncahu7GBIkIU5Lgcsa6T48s+bGAcyoPq1VLCaBIX3TIDvPVqsf2XbEZMa/lSrplsB/q1/KgAN7aL1uE/OmPqNpgqJh+VQXltFFJAFjUZcdqu/Y4uuwflQBlWWoW8BlyxyXOMKeank1uNVJG/j/ZNXvs0QH3BVDVECW5CgD1oAjfVSwz5Uv/fNbXgeR31vU5RE4H9mSct3O5aoogManHOK6Hwf/wAf2ocY/wBCf+YoA8y+Ng/4uPL/ANecP/s1eeoOcV3vxwnMfxKlXA/484P/AGavOlumDZwK0i9DNp3LgHBp0UvlnB6NVVb0/wB0VG85cDjoafMLlNeF9oKnoea5if8A17/U1vW8m+LI7Cufl5lb61M3cdNFjTx/pB+laS/6xfrWbp//AB8fhWiP9Yv1rJ7mi2Ok0uw/tDVEhaTy4gjSyuDghFGTj34xXOz3Ud3cSXAjWFHOVjH3UHYCtbajyqsk7QRt8ryKfuqeD+Fc7JBbW0sqSTCYI5Vdp+XGeK1ZMWStNEDkOPwqNrqEnGHb6LQJXx+7tPl7Hbik8+bvB+ANSMRrmA8NEwHqVqMxWsnMcmxvY1IbwL9+J/xFL9ptJAcqufcUAVWjlRCwcPjsaS0l3u4b0qw0cBIaJtvHODxSLEituGNx70DJlPFL1pqmn8GgQsX3yfQUrEGkTgMQe+KQk5oAcv8AKlJpFpD156UABHHvR0HvRx2pKADvmlyc0lHegB5P40ZxTc4NO60wGnrzTGp56009KQDCKaR2pTyaaRzQAd6lVuOOKjpVxnrQBOpx3qVTVcc1MmBzTAHAPUVC459qsHniopFNAFZlxUYHapWAz1qMsAeKQBnbSTNkQj0yaXqc1FIc3Cr7ZoGSY+X8KbDf+Xwy5GaXcV47VX8qINhnI9qANAS2dwfmVQfypfsi5zBKUP1zVFUszgM7D3q0lirJuhuTn3pgPZ7+Jegce1QC8k3YcOme+KmFtfJyswOPU00y3yffhDigQzzpwAUnWQeh4NC37K+Joxinfa0OPNtcHvxSbrKcYIKfjSGK8Nrc8qwVj6UyOxlSQbXB5pG084L28oYDtnmmLPcodgJJ9KAOy8DwxXnjfR7W4UPC8+JQf7u05r1bS9Lj0yCaKKTzFaZmD92GeP0rzP4faLqcly+qiCT5R5cfy5Y5+8QPpx+Nes2i4tYxzwvfg1L1Zqqk1TcL6MUj2qtejEUf/XQVdK5FVb5f3Mf/AF0FMyJQOBRUgHAo20AZmoD99b/74q/iqeoJma3/AOugrQK0ARFeKy9WX/RzWwy4rN1Vc2xx1oAei/ugfat7wiMX2of9eT/zFYwH7tR7Vt+Exi9v/wDrzf8AmKAPJPjoP+LmS/8AXnB/7NXm/Ga9L+OYz8SZT/05wf8As1eZkcUySRcA0DBNRKWJ61Ko5qgLFs5R2APBrKk5lY+9acP3z9Ky3/1jfU1LGi1p4/0n/gNaA/1in3rP07/j5/CtAf6xfrUy3Q+h1vhyyjvfEFv9oZFtIP39wzjIEajJzXK6pPpsur3dzpkBtrN5C0QkbcwHb8T19q7rwrFpl7Ya1pt/fLYyXtsIop2GQpzk59uK86urNFu5rWGdbiOJyomQEK4z1APNXLclbDftEa8pKHb1c9aPOjYkumPccimjTYR1yfxpf7Oi6q7L7g0hijYTlJMj0zTmghkzlBn8qils5Ryrh/Zhg1CZp4OGDD/e5FACy2W3JiJHsaZEsiOAxBFSLqBJ+dQAe4qvJcAyZToKBmiBS0yNtyKfUU89KBDlwE/Gg0g4UfSigBwPakPJpM4ooAKKKKACiikFADuacOlNHtTzjFADW9qYelPJAFMPSgBh4pnfpTjSUAHOelJjBpaD1oAep4qVWFQCpFp3AnU0MM/jSJ0p/ai4FeSL8KqSAqcVolQc5NMMIbtSAoK+ahLZu+D0FXZYhGN1UrRBJcF24UcmgZZCkpvOQvr61Cz2gfJRmP1rS8+IrswGAGMUgjiB3JGgP0p2FcpRXECdLTOfUZp32yJXysRT2xWgGI9CPpSYRuqAj6UAVRqCZ+9Thfo3HanSWcDHITGarvpoIyhINAycXFv3cU1o7ebsp9xxVNtPYZ+amRWtwbhIo87mOBik2BdS2ETbo3ZR6VveGNAbxT4it9LilEMkiO4k25A2jPPsayrfS9SmmZIoWlROWcdAPf0r2P4cw6N4f00yJcx3OqXXy3EyDiFO0a/1NLQLGdoWqaxpN+lrcQASxP5TDoOuOa7KeS/nuZJQkChjnHpWN4rsZL74i6JJCcWxhN1Oq9GKHapP510aABaLajb6GcGvmmeLEOVAOfrTZre/lULmEYbPSryD/Tp/91amAoEZZj1IHgxVHA9/NvwYflYjoa2HHyn6VR08Z87PXzDQBVmtb+do2LQgo24cU8x6mM/ND+Va4FNcfKfpQBiwNfzvKu+IbGx0p8un3txGUaeFQe+2prAfvroH+/8A0q2VoAzjYXwGPtkPA/u1reEEuI9W1COSZHBsJCMLjByKrMPar3hNcazf/wDXhJ/6EtAHlPxyGfiVMP8Apyg/9mrzUqQOa9J+Of8AyUyX/ryg/wDZq84PIx1p9BMjVSDmtG30m/uohLDbSOh6ECqIH4Vet9Vu7aFYopmVV6YNAh7WF3akm4geMY/iFYT/AHz9a3Tf3VyGEszOOvJrDf77fWkNFnTv+Pn8K0R/rF/3qztP/wCPn8Kvg4cfWkxmwkgjmDHoOCayFga2aSJ/vhiDWoieY+O3U/Ss5pA26Vzyxzya0luTEaaTGKs6fYX2sTeVptjc3b/9MoyVH1PSukj+GXjKaLeulxoPSScA1m5JdTRQkzksUjDKkYBz610F94I8UaZGZbrRpiijJMLB65qS5WNyjo6OOCrjBB+lNSTE4tblO5s1+Zo+COoqirbcgjitd5A4z6jNZUo74780CNG3fdApqU8iqtid0JHoat45ApgOak70rfeNJkUCFyKTNHUUmKAFoooP1xQAdKBxSfjRxQAu7nvT+nNMFPoAbnNNb2p2KafagCNgR1pO9K3NNzigANNPWlJpM0AODYp4OKiAp44xQBOpPFSg8VApxxT1IHagCUmomlP4UhbPrUTyBVNAFe6lyoUHrSW7KkSLtDu54BPAHvVeVg0hx0FPgQtLx2FAzUTIONsJxxin7wrEMm33HIqiIZOvNJvlj6E/Si4WNJSrfdYEe1Iy8k5rOW5Uvz+7b+8KsrdAcSjg9HFO4ibcRQZOKUFWXIIINIFwetAERmGcMMe9d98PPA7eIVu9QnbyYxEUtj6ue/0rlNG0iTXNdsNMiPzXU6xk+g7n8s19Rab4etNJ0+OzssqkfTPf60AfP5W80DVp7d4/mVtksbdCK04oYRm/sVZWx+8iUfeH09a7X4kaCHtJNVjTNxDGQ4A+8B0Ncp4WgvptLiu7u1eNnYMqIOq+9Zy2sUjq9MjkdVu5w3mmIRqW6hAc4/M1qpyKzvtu1ctBKoH+zU0eoxbM7Jcf7hpoG7smj/4/p+ecLVjHNZyXsX2uV8OAwGMoam/tGAEZYj6g0xFt/ukVR0/70p/6aGnvqVuRjfg+9VrO8t08wmUDLnrQBrhfl5yPSo2Hymolv7Ygfv0/E0rXUBBAlTn3oAqaeP311/v1cYVRsZohLc5kXl/Wrnnx/wB9T+IoAY4wKveFRjWb7/rwf/0JaoNIh6MPzrQ8KkHWL1sj/jxk/wDQloA8k+OZx8TJf+vOD/2avOM16b8blB+JExIyfscH/s1ec+WD1WmmKxWB56UpJ7VaCL6CjYAeFFK4WI4SeazW++31rXIwvSsl/vn60DLOncXJ/wB2ru8FwO+apad/x8H6VOXL3AJ7HFIDWnnFvBK5zjZt/Oux8DfDxNXhj1TXCxgcBobQcZHYt7e1cbLD9qQRAg7mUY9eRX0Pp0axQpGgwqqAAOwAxWeIm0rI2w0FLcv6dZ29lDHb2kEcEK8BI12jFawFUrdcDNXVPFciOxpEFz92uK8T+DdH8Qxsbm2VJ8cTRjawP9a7S6bAFZE561SbWwnFNWPm3xF4bv8AwxfGC6G6Bz+7mA4Yf41hL5P2gifOwAkBepPYV9GeKtKt9Z8P3VrOATsLRt3VgMjFfN6gtcbX6r1/CuunJyRx1Ycr0LNqmzd6mrQ5ZfrVeM4ccVYXJcVoZDmPNJ1pM5NB6UCFxSHOKWk60AA6UvWgDFFACHijmlNFAAKdnjim0o6UAAPWk6UcYoagCNiSaZ1NSkVEetADT1NNp1NzzQAoODTwc1FnIzSqaALCtzT6hU4IqXOaAGyMccdKqyk4J7Yq03PFVLo7I8evFAFRT1J71qadDmLzCOWP6VmRxmVlRerHFdDEmyFUXgAYpDHBQOwphjUnkDPepMkCmjvnnNMCtJaRSYAGD7VRkt5IMgHK9cVrcA8fnTWwSclQM45oAyEnMZyhI/2T0q9Dexv9/wCRh69KhuLdcbkxVQL8+1xxmlcD1n4P6VNfeMo9S8kmxso3MkuONzLtUA+vNetXmuzaLdNBcAuuMo3qK8s+G3j5rc22gXhiht0GIGjXbuOf4vU+9etavZQ63o7kANNEC8ZH6imBzmpeIP7YzDswjrhge4qBZCqhVOAOAB2rMhjWO7I77BzV2MbyQDUgy2sjNE+Tn5TVm0kZbaMA9qohsRSf7pq1ZAPbp82DjvTAt+Y3qPyqC8ORDwP9YO1WBDx94VXvBjyR38wUAWGRCfuL+VNMMR/5ZJ+VPJAcLkbj2zSsrL97auPVhQBRuoIvtNqBEmN/p1q4bO2PWBPyqjfTxW89u0kigK2TzTJfEmnocCTP0oAumws8/wDHsn5VQ1O0to7QlIVU5HI+tVpPFlpn5EJpJNXttStGEZw4YZU/WgDRNhZbfmg7dmNbHha1tY7y+aKIqTZup5zxkVnN0H0rW8L/APH3ff8AXo/8xQB5p8YNFvr/AOIEs0EJZDawrn3+avP5vDupwtta2cn2Ga9M+K+vjTvHskBLgC1hb5T67q5u18UrIRi4Bx/C9FhXOWXw/qbdLWT8ql/4RfVSpb7K/HavQLXxJGVAeFWx3Q1oJrtqw+7g+9Fg5jyq78P39lZm4uYyi9hXJsfmP1r2vXb03em3EYMezYTgrmvFX/1jfWgE7lrTv9e3+6adyZCQD17U3Tf9e3+6alEjRllXjccGkxlm0J+1wEMeJF/nX0vY42574r5iiYxurZ6MD+tfTGmP5lrFJ/eRT+lctfdHVh+puQ/d+tWk6VVi+4KsKe1ZI6XsQXZ5FZE7c1p3bgk+1Y9w/NMRy3jLVF03RbiTPO045rwGGMu7TN1Yk16H8UNVM1zHpyHqcsB6Vw6xhBgdK66SsrnHXd5DUX5s1KvD8+lCjAoB+9x0rUwD6UlGaM80AGKUGkoJ5oAdRRRQAUh68UtJQAo6UelJzmndqACk7UvFJ2oAQjio2GQalpNvNAEAXFIR3q0seT7UGAHOKdgKRNIrc1PJBt7VXK4PegCZPU1MvSoFOcVKp4pAKxwDWZcyeZL7Cr1xJtiPris1AXkA7k0DNOxjjt1EsrDeRwPQVfFzC5AU8nsa9A+FPgmK6kbXNRgEqBvLtEdcqSPvPj07CvV9Q8IaJqduYrrTrdgRjIQAj6EVlKqk7G0aLkrnzVvye9Iw/L2r0vxF8Ibq2LzaHc+Yg5FvN1+gb/GvNruC50+5e2vreS2nXqsi4z9KqM0yJU5RIgxGOM0gIIAHLY446UrBQefxqMqR82e/IqyBG6YOcVUnj4z3q0T1J6jioJmyrZIHvSYEFtcNBINrFSpyrA8g17d8N/GcktoILyUOIyF3MeTn1rxe20HVr21N3bWE8sGfvohIroNB0nX9Ot5L97d7e1yFJlXBJ9gaVwPS9TvBb65fwwqrbZcRjPGDz/WqUms3Fv5fmQr8zY+VulY6SRAqJTI0soyWPVjVm2tS7l58nHAB7UwOoiu4ngb5xkrxzWhZyL9nj5HT1rLtoYfLXMSdPSra28GB8gGPQ0AayPu/iNJcDPk/9dBWVbwRteTJucBQMAN0rRWzBA/eyjHI5zQBg6811Bfu4PAG4NuxgVztnd3WquRb3DuS+3k9TXfXWmC7UrNMXDDadyjpVXTNLjtlYwJBGVcgfJQBiP4av2kjWe4GWOOTmrsXgzH+suvyFb0kF1JJG++Jthz061OWvB/yxjI9moAwf+EPslU7pZWP1xXLzwf2VfRNuPlmbYQT7130d5NIXAtSdpwcNXnni2VvtkZKlP3+dp60rAehs4MYK9CMitXwqSby+/683/mK5uK9xZxZgm+4OdvtW54Ru0l1DUECsGFk7YI6jIpgebfGi0eb4iXEikALZw/+zV5luZTnNejfG5mHxIlAJANnB0/4FXnOOeapCZdtEu5VZ4XYbeuDViPXL234Zg+OzCs1ZpIlKo5UHrimdeTQI6BvEXnW0kUkOCykAqa4pvvt9a6K3e1SzYSKTLyB9K55vvtj1qRotab/AMfDf7tSPG2/ftIXPXFM0wZuG/3TVm6uZJPLjIKqByMdaQEbDKEV9JeHlZdHtVf7whQH8hXzcxxGT+NfSehyCXSrOQdJIUP6Cuat0OvD7s6CNsRirEYwm49aqxfMQPSroGExWKNyjckYbNYF9JsVm7AE5rdvDjPvXJ+IJmj064dAWYIcKoySew/OqWrsD0PCNevDqXii8nJ3KjbVP0qBRmokhmilm+0Rsk+871YYIPpipl5ruSsrHnSd2NYYNNzwakkxs9+1RD7p+tMQc9qTvS0YoAKAPxoHWnqmRwaAEop+3jmm4oASkpTSD3oAM0403BzT+1ACEcUlByKAKAAdakWmqOtPA4pgOHIp3akFLQAx1yvvVWaMjmrhPamSYZcYpAUV4PtUq0EAHFHSgCpevgBO561peFNCl8QeILWwiyN7bpHx9xB95vyrHmYyzk9cV778LfCT6Lov2+7i2316AcHqkfUD6nqfwrOpPlia04c0j0PRrCCys4obeMRwwqI41HYCtPFJBHshANPrkWx2IaVyMVia94W0nXrUxX9qkq+uMMPoe1btRTHHfrTWgM+c/F/gDUfC8j3VtvutMP8AFj5o/r6/WuSDh4wV78819U3iJNEUZVZSCCGGQa8L8f8AgY6TK+qaSuLbrLCP4D6j2renVvozCpR05kcI5wc9vWpNMsJNY1KO1jUlT99vQdzUAkWePJ445r0fwRpUNn4YN8wJnuW4yPuqDWzZzJHp+hWUGmaJBbQxkoqDAAxWR4tZP7GQXG1VMy8H0z0rfhmK2qBWOAoGfeuF+INw8WhtKW3lZUbB9jSW4HP2dpMPFal9jRAHC5+56VuzRKt68Ami8wfMUDcisDStV/tK7W6RfKmldQQOelCOW8a3MYwsgBy4HWmI7C3bEa/SrasMVmwviNRuyauQnIFAyxbHGoT/AEWtaNuKyLc/6fN9BWop4oAnBqpZ/NHLj/no1WVOBVXTiPLk/wCuhoA0IeF560MeDQDikfoaBFK1Yh58f368/wDF/N9GT/z8V3lofnn/AOuhrhPFo/0uM+txQB3NvKy2cOD/AACtTwqxbX70k5/4l0n/AKEtY0Df6JD/ALg/lWv4SGddvgvU6fIP/HloGeZ/G0Z+I8v/AF5wf+zV51jmvRvjb/yUaX/rzh/9mrzqhMTE25oI4p9JVCE6IfpWO33zWwfumsc/fb60mNF7Shm4P+6aewJkJYk46Zpuk/8AHy3+6akYfMfrUSGhNhcqgHLMAK+ldBt/I0y1izkRxKv5CvnC1IF5bk9BKufzFfT1oirAgUYG0fyrmqnVQ6l+3HBNW/4KghXCg1YUfLk9ayOgzNRO2EnpXPYee7QRpuKsJMHpxW9rIP2dgPWuba6ubN0urWFpvKdTMi9TH0bFa01eSInpFmv4s+HGmeL9NjdNltqkcYKzoPvZ7N6ivnrWdDvvDuqy6bqMPl3EfOByGU9GB9DX1PLrGm21hLrYuEWyhjLTsTgjA6Y9a+XfEeuz+JfEF3qtwTunfKqT9xBwq/gK7DgMiT7hqBeM1ZcfKaqg/NQIeOtKaaDzTxzQAqj2qQcUnSnA8U+gCGm9D0p55NLgU7AQt1pKcRk03vSYAOtKc8UlL1pABpR0pOlKKaAMU8Z203IzikUnd7UAS0UgNKPXNABjJ6UEUZoBoAhkXvVeZxHGSevarT9DWr4U8I3fjHXBax5jsocNcz4+6voP9o9hUtpK7Gk27I0vhh4IbxHqf9pXsZ/s62cE5H+tfqFHt619ExxBFHAzVfStKtdK0+Cys4Vit4V2IgH6+5Per+3jiuOcuZndThyonHyqAfSm5FNycc0FsUkixS3aqk8oBqSR8Ak1mTznJNKTGgmmx1PFcT4s1WJLOaJyCGUqcnoPWtfWNUS0t2Zj9B6mvFvEmvNqVy8UTkxA/M394+n0p04ubJqzUYmT4a0aXWfEcVosbGDfmU46J3r23VYYrDTFiiUJCgACgYAry/wbrVvpF5PJcByCvVa6vXvGWm3NsI0llyVB27a7Gjz7nZ2uv6Q9uqrfQBlHILgEGvP/ABpd+Zo94HvIpt8gMaqwOBXGrB9quLiXJC4B/CsqeQNdOASUAwOaLCR1/hCSOO4t2ccB62ksi3iy8ugCE3smR9K5/wAIr5upWkZ5zIK7jVof7K8SCyRg3mAyv7Gn0GRJBx8srg4q5ZrcuqlZ1J9GFVom+br61b05wEQ0AXIUvo5nk2xOWA6HFXheTwqDLZtgnAKnNJEc81Ynx9lQntIKAEN+EB328y/8BqtZahbxxtvYqS5PKkVuAAoPpUZiRh8yKfqKAK0d/bP0lX86S4voIYWlaQbVGTiq2oWsHm2/7pB+854qvrdhaxaZNKkQUqOMGgRLp1wkyTSowKO/Bri/FZBuF5/5bVueULHw7DdQPIHbaSM8HNcp4nnaK5jViW3HeDQM762f/RIef4B/KtvwlIE1q/c9F0+Q/wDjy15/pep3F7bbY9qFEHXnNdf4BuJp7/VHkC5j0+RT7nINAHDfG3/ko8v/AF5w/wDs1edivRPjayj4jy5cA/Y4eD/wKvPN0YGTKooEwpCKTzIs/wCsWlMkOeJRVXEGDg1jt/rGPvWs0sXOJFrIY/MfrUsaL+kf8fLf7pqVuGP1qpYTiCZmboRipzc256yH8qTQzU0KzbUdcsrVRnzJlB47Zr6ZSPYqoOwArw/4U20F14imug2fs0WRkdycV7lvBkH0rkqv3rHXRWly4gwmKnTkCq1ucjB6npVmMgdaixtfQoamgKgHoSBWTowWDWZFlIWNF3MW6bc8k1d1nWdKto2Se+hRwN23OT+QryP4j+IbHU7C2/sfVQ580pcRxMVLKR3HcZrWkveM6j9wq/Ejxxb69fS6boyCLSEl3uy8faXHG4/7I7D8a4NTk03oP5UqnmuxnCOY8GquOpxVhweagOQ1IBq8VKrADnpUOeaXOBQBOGyacGHFVt3PFSK5zxQBY/nSmmKeOadnNO4CE4qM9ak+tRkY5zSABR3xSUZ5oAM9qeAAKZ34p46c0AN70A80/FNNADx1pxximCmykhKYDt43YoLKB1FVCzClQSXEscMKs8jsFRVGSSegpAaGm6dd69qkGm6fGXnnbavoo7sfYV9K+FvDNn4U0SHT7UBnA3TTEcyv3P8AhWN8OfAyeE9N8+5Cvqlwo85v+eY/uD+tdttyc1y1J30OylT5dWKq/hTsUuKDWRtcaeKhduac7iqNxc7RhaAGXM/BWsPUdQS1iZ2PAFWLu5EasSeB3rl5dM1LxTJILNdtrGcGVujH0FEVzOw5NQV2crrN5da0ZAjmNOgIPb2rlpdCuEzjaw/3a9Wb4f6pBGNoR8DoKoy+FtSg/wBZavj2Ga7IxUVZHBObk7s8qms5baNsgKWGM5qC8O4RnPIUA16Td+HFmUrPbuPwxWTc+DoSvyGTNDvcnQ5jTpDJb3a8D5MVh4+Zj3rppvDOpQu4gU7Saij8H6tPyIQM8E5xVE2LngpyuqWzjlg3ArvtThE2rtcvFiUp97Nc1ovhi/0yaJ5Ezg/w11t3GxnHynGzHSkMyo9wG4DOBVi0do4lBUg0+PT5BGCAwqSK0uFbqaYGpZzKw4P51ZuZFFsi5H+sFQ2ySbcMq/iKlkhRwA6A4ORigDTWRdg57UocetZoQAggsPxp+5l/5afnQAl+4M0Hp5grO1yeS4je2RwqAfNx1q5PFLM0ZDKQjZrF1i0nW6eVZJNrc4XkUgM65n1MaZHaPCPIDAbsdqxfEdvLd3drHGNzHj2Fa51e7t1KspK9MMKbDqb/AD7bNJcc89aAG6baTaXhZFD5HVDmux8CMP7Z1gqGT/iWyZDDociuS/tWN8hrF1Y9xXT/AA5vZJr3VYpN25NNlPzD3FAHCfHd9vxLl+XP+hwf+zV5mZf+mZr1v41qp+I0uQM/Y4f/AGavPgiZ+6PypgYu89ozRuY/8szW3sXso/Kk8sHsKAMQl8f6s1H3rfZQEPA6Vgt94/WgCxZRLNMyt0xmp/s0PTYKj03/AI+G/wB01aP3hSYHTeA73+y9VuCi7Y3hJkbsoB716JdeNLhmVNPg+QIN8kuQW44P+yP1Nef6Iba00W2cqHmvr4QuxP8Aq415OPfniupubtXll063trq+V7orDcFBhxn5VQjgAY5J54rnlG7udMG0uU6jQvEA063na+llmuz878jC/UnhB7cmt+2v9Z1lAbaIWlq45kIwWHtnk/pWb4b8Nx20iXGorHNd87IwP3cPso7n/aPNdinyjAqObsbcvcyU8L2Ks0kgMkj/AH2I5b61zHi3wFp+p6VPHbW8cV3jMMqjGG9D7V6F2qtIuSQRkGkpNO43FNWPlG7s7jT7l7S7ieO4jO11cc59fpUajmvofxd4Os/EdiRIgS6T/VTqPmX2PqK8L1vQb/QLw299CRzhJB91x7GuuFRSOOpScdjMc8dKgfJbOBVg8rioSOcVZkQP94U5RmmTcMDQjg45oAkZRQuQeRQc0c0ASqakHWo1qRc96YDu1RnHSn00jvSAjPWilPWl2mgAXmnkUoXilxQAzNJmnlaidSBQA4EdacfmFRA8UokCrzQBHOm1SxP5V6X8GNL0iTVLi6vJEbVYgDbQN/Cp6uPU9vavNjnCyyDJbiOP+tWNMnudPv47+0naG5jbckidQe/4UpK6sVGSi7s+uF6U4CuG8KfES11hYbXUFFtfEKh9GY/+g5966m313Srm6uLaG+iaW3k8qRd2MPjOK5HBpnbGakro0O1MZsDNOY7jkdPaoJGHJY8Ck0UV7iXaKy55QMmrE8u5iRXJ+K/EMGi6XLczN2wijqzdgKnV7FqyV2Q3epQX/iXTtCNxse9lCEr1C8k/yr1a2s7LT7WO2gCRQxjaq18fab4jnXxnaa1OzM6XAfAPQegr1m4+JNw7HybM9ertXVCHKcNWfOz2p7m0j6yrx6Gq8mp2S5z834V4VceN9Zn/ANWEjH+yKzZtf1u5P7y7lx/snFXcyPdLrVdLIPmQw4/2iK4rXdZ01HJt/sygehrzF3vpT88szA+rGozbTEZKsaLgdNceJ1GQpX8BWXca/OYm2Oy+4rK8iQdVpsiMI247UXA27LVL2RFdL9w2B8rCtiDWdXHOYph78VxEEjxIpGRx6VuWNzLLgKjN+FFwOjTxDcqP3+nMQO6c1Zi8TafnEsUkZ9xWdA0iD94VjH+0wFMutXsYRh5I5T6KM0XA6W313S5R8twq+xq7HPazfcnQ/wDAq80udbsGU7bBSfXpXOXWuSm4K2+6EA8AMaLge6+QCMhgRTTAT2rzrSPE0wt0SSVg4AB5rdi8RzLgiQN9aYHT+QMc5qJ0WNcswH1rIXxNJjlFaoJtehmP7yIjPegBddaJ9MmK7dwxyK4e+kkVVZHKvkciuumhs9UjCLdGHnJz3qvL4USb/VXMTc8bjSYGTa79w3zuCR2NegeAbZ4b3VWaQsG06XqPcVykfhTUI5A4micema7fwVDfR3OpRXEShf7PkCsO5yKEBwfxnXPxFlOP+XOH/wBmrz8RndXoPxldf+FjyoTz9kh/9mrhQvz9aYEQSl28YxVgR0pjoAqPH8jfSubbhz9a6uRMQufY1yZ+8frQBb0/idiP7tXG6Z96pWPEx+lXCKmQ0Wbe88mF7eVd9u53Ed1P94Hsa9d8I2kdxBZ6rBJm2hTZGgPAc4DHHrXjD/6tq9n+GCD/AIQJ1DZMdw2R6ZwaxqLQ2pP3rHeRyeXcxN2zya2OAcVgHJUD0rYhcyQI3fGDWJ1tFocionHenK4xTTyetAET5wR2NYuuaHZazYSWl5CJI26ccqfUGtiZwvGetJjclCdnoPlvufNHiXQZ/DesyWUxZ4z80MhH31/xFZDDPNfRni7wrbeJdJeCXEc68wzAZKH/AAr55vLWXTr+4sLkbZ4HKMPX3rspz5kcNalyu62KpQSDGMVVeNomOORV7bkfSjGRyM1ZiVULEVJ+FTCNccCgjigCNalFRd+DT16UAPoooPAoATaMZpaRaccdqYC5FICXbaoLH/ZGf5V6H8P/AIfw67A2qasrm0ziCEHb5vqxPp2HrXrNloOl6dEI7PT7aFB/dQZP41nKokbwoOSufOdloWsai+200y5l99hA/M10EHwu8SXG0yrbWwPZ3yf0r3lUCDCjaPYVNBAoO4jJ96y9s2aqhFbnjtl8Fp25u9VA46RR/wCNYXj/AMEQ+FFsZrFZp42UxyPJz+8659uOK+hiOK5nxxpD634ZurKJd0jDeo9SO1CqO+oSoxtofOum6dJqV5HFvVfMIEkrcKg/oP51aVJYdUksbJ4p2jcp5+PlPTI/DFTa3qFvp9smk6WrqwjC30jjBll9h2A5FY4zZpbq7OltJw7p95lz82K6W+qOOzueteGfDfh+JP7V1TxHbqJEKyASBfmH90evvWFqI0O5ihsNI1WGALO1zJvfPmPz8xb/AHRjFecxRRXOsrHbxsYHmAVG5wua6kaRa3OnwQjTgstzMAlz5gUueQQo7KO5rKc+haXY6zwP8U4tJ0u20zVvPm/fNvuWOdqHp+Ar12WbzYVZGDRuoZWHcHpXybLb7ZvJiJLH5eejHOMivYvh34zvL0Xui6rLvubUBom/2R8pUfTis5xVro3o1LuzO7vbiO3iZpGCooJZiegr538c+J28Ra05iY/Y4SVhX19W/Guv+KHi5gh0a0k+aUZuCOy9lryeON5nCKMk0UYfaY69T7KHW77LiNyMhXBx6819b/8ACvfD2qWMFzHA0JliWTMbccgGvlC5hSCBFHLZ5PrX0rofiK9tdIskVyVWBAAf90Vuco67+E6Lk2V4D6LIKw7n4fa1aZK2yyqO6HNdxb+Mm6TxA+4rVt/FFhN95yn1pWA8fk0C9hbE1vInr8tRtaWkIInuEQ+havdYryxvFxvicHsazNQ8GeHtUBM1hFk/xJwaLAeGT3GkROS1x5mOyjNUZNZ02M/u7V5P944Br1bUfgxpFzlrK7mgPYHkVyWo/BnWbYk2k8NwOwzg0mBx0niJ9u2K0gjHb5M1Sl1q+l4MxA9FGK073wN4isCRNpk2PVRkVlyaRdQAmZCmOoYYpagVnnlk5d2bPqaaCak8uKPl3H505buwhAL/ADH0oGQnc/AGazIlMmrKDyN/etW81xGiaO0hCE8bsdKybbKzrITkg5zQhHQ+WYpD9avQXOON1Yj3TOxJzzTopz3oVwOkWcE8ZqQTMOhrEguiTjNWxJ5iFd2CRirA1UuD3IOfapheOo4OKxo0mjhkw3JA21LbPIfMEmRzxmgDbTVZYxw7D6Guy8A6pJcXupozk7NPkcZ+orzodK7T4cf8hLWP+wZL/MUAc78bLRm8fST7Tj7JCMj/AIFXncU7RMBIMj1r2v4n26zeLZAQD/o8f9a8x1HQjy8A+q0XArROkigqQRU3ljtWJtnspjgEEHkGtK1v0mGD8rUAOmXED/Q1xZHzH61207breT6GuKP3j9aALFlxKfpV7jNZ9mf334VrLEY1WSReoyin+L3+lTIaGmPywDIOCM49q9a+E17FNp+pWfIBmB59Sv8A9avImyxJPJPOa9C+FrmODUnjP7xJ4mH5GoqK0TWi/fPWSpCnjotX7dysCL2xWbFI5bLYaNu/pV63bEMZ68YNcp3F0c04moVODUpOFp7hymfOSrkk96lgmyuG/Oor3HlMWPasfw/q0N/5sCyBpImwwPXFK2paWh0Mo3RNjoRXzl8VreWz8ayyrwJoUcH1wMV9Hgfu8V4/8Y9KZ7Kz1NU5t5DE/wDut0/WtaTtIwrxvA8igvscPxmrqyqVBz1rKeIN2waj3SwnrXUeebmR2o75rKS+bgNnFWkukY9aYiww56UdxTfNUjGaPMUY5oAkXp05pQM0zzVx1pjTADg0ATH5Rmt/wf4YuPFOrCJQVsoSDczAdF/uj3NUvDPhvUfFN/5NqpSBSPNuWHyoP6n2r6C0PSLPQNIh0+zj2RpySert3Y+9Z1KiirI3pUnJ3exctYo7G3jhgQJFGoREA6ADAFXFkLis1pXluBFF16k+grShTCYrk3O7ZEqLuIqxjaMUyPAHbipMirRDdxhJx0qKZcJn0qYmoZWyMCk7DsfP/wAVNGh0vXUuI4gDeKXBB6kN/OuIjgu3a8WOPIiXEhYcIOp+leufGXTXu9MsbyPG62lKsfRT/wDXrzCyAudZMNy5W2uJUM5zx+Xf/wCvW8JXiclaFpXH6PFc6bo9zrBtyXDJHbs6+vU4+lb2kX1oszXuv2UkwY+XbRLJ5eSTk4HYfT1rd195NTRNO00BFiYvcXZGUiiUAcAdSP8A9VY0fhfUHgtdTWZr63kmlgV5YyDbg9Hb3xk47VD95ak7bDfGdvov2EPoVsIgmBOyMXVDj7u4+hrK8Oaii61qGsbGRbWyLkBgAzYC8/U1Y8XafFodxPp+m3ryWzKJJlZ8gY+7n3briuHZnHcjI5A71cIWjYUpWeg67upr67kuZ2LyysWYn1q3aw+THk/ebqf6VHb2oV/Nbp2Hoat5rZIzfca0YkYEjp0zXremeJtKls4ITP5boiqQ4x0FeTKcnmrwXikB7LHcQzDMUqOPUGnEsOgrx2OeeAgwzOh9Q1a1r4r1W2wGmEqjs9AHpqXE0Zyjsp+tXrfxBfW44mbj1Nee2vjmMnFzakepQ1sW/iLS7sALcBCez8UAd/a+N7hMCZA3vWtB4ytJTiQFK84SRJV3I6sPY0vPWgD1uHWLO4UbZ0OexNNutN0zUFPn2lvKrDByoryYTSKch2FWrfWry3+5M/50AdHqfwn8L6kWYQPbue8bcVyGo/AleW0/U/8AgMq10Fv4yvYsCTDite28bW78SxEe4pAeM6l8JfE+nklLZLhB0MbZrmrrQtT05yLmxniI/vIa+oIPEdhPjE4B9DxVxpLS7jw4ilB6hgDQB8mDOPmBB96VGKmvpm/8G+HdRB87TogT3QYrlb/4PaPOSbO5lt27BuRRYDxeOQitCGXgGuyvvhBq9vuNpcQzqOg6GufuvCWvaaT9o0+XaP4lGRTAbFJkdan3dKoKskR2yIyn0YYqwr0AWlxiu1+G5/4mWsf9gyX+a1woJ7Gu5+GvOo6x/wBgyX+a0AXviP8A8jc+f+feP+tcbJyT0r0Tx/Ypd66/ZxCmD+dedXUbW0hWTiovqBmX+nR3K5bAb1Fcxd6bJbvx26EV17up71WkVJFIIzn2p3A5MXUkUbROMgrwa54n5j65rtr3TAYpJeEjA5Zu3/16wFtIUUFVJYH7z9/w7U1qBFp9ukeZrhSf7kf976+gq5JK8zl3OWP5Aeg9qackkk5J6k96AKpIA6jnpXZ/DOYLfalEeN0cbAfQkf1rjcEV1Hw5JHiO5QAkNbE5x6EVFRe6zSj8aPaLcZ2qecoDVmA4ide4ORVO0kG+I/7GKutH5aBv7wrhPStpcsQv5pUd6tN0I9KwLW/WK52lh1xW1G+5T6mnFmkl1KGsS+Rps8vOEjZiAOeleM6V49gPjmze1gEFpIgtpWPBkJPDH6Gvbbpd8RQglWG1h7HivlHXbX+zfEV7bR5UQ3DBfYZ4rakk7nNXm4JWPraGYSxBgRWD4q0mPWNGurKTgTrgH+63Y1m/DfxCmu+F4HdwbmIeXMO+4d/xFdXOnmR9Kzd4s1VpL1Pla+sJbG7mtLhCk8LbGXHeqbQ9iOtesfFLw425dat1yUGy5A7L0Df0rzMIz9I3I7/Ka64S5lc82rDklYypLfHK8VCyuh/wraks5QAphbntimf2ZcNj93tz61RlcyVmdf4j+NSi7bAyM1c/smdm2+Vz65pG0eQc74lHozimBBHcB2ChTk8ADvXo/hn4V6lqkcV9q2bKyOG8o/62Rfp/CK5nwwYtA1yDUbhLG7MWSkUk4ChuzH6V6Yfiy7RMGOkwbgRkyvIf0FRK/Q1pqF7yO/03TrPS7OO1s4I4LeMYSNBgD39z70Xt0EUqOT0AHc15fe/E5QESPVLVhj5jHbPx7c1veCNSl8T3jaiTKbW3+RWdcB5D7ew/nXNKEt2d0KsNkd5p1qYYcvzI53Of6VpBdq1HbgY47dKmYbuM0ki9xsLbtw7ipSQtVGLW84Ycoww1NE3mHrmjoRbUleYk4FRNwpZjQSEBY9BVOW5WQ5YkIO3rUlpGfqunwavBJaXUe+3k6ivFfE/he70S+YoCkeT5THkEV7pNrPlKFSyOMd6wdYZb+zl+3RgRspCj0Paqi+VmdSPMrM8c0fxfd6bG9vCsSpKBHKBjdtBzgZ6Vsat8TDdabfadC0wtZZEeMIArdPmyf0rHvNKiWUsYhuz3Fc7rMEVuyFVKu3UDoRXRF3OKUWhdT1Nb2TZBCILVMbIQckn1Y9zWW8hLZP3vX0pC/HHWmDg1oZmhbTqtqYsfOX3En+VTGQDgGskEjuaXJ9TQBpNcqmSTk9hWshJjUnqQK5jOcV1SD92v0FAEttay3T7YkLH2q3No8luu64gmhB6SYyK2fDskVtBvV08xj0PatjU9alj02UMqMjDawK8VjKTuUloeeTRNA+xiGHUMO9IOlNupQZCF4XsPSljyVFap6Ek8V5c2+DDPIuPQ1pWfizU4ZHWR1lUf3hWTt4qFB++l/CmB2tv4xhbi5t2T1KnitSDW9PucbLhQx7NxXnZppoA9SDK4yrBh6g00kg9Oa80ivbm3OYpnX6GtODxVfRYEm2Ue9AHceYy8gkVLFqV1A+UmcfjXLW3i21cbZ42jPqOa1INVsbkfurhCfRjg0AdTb+K9QgIzJuA7NWrb+ODkCaIfga4rGVyCCPamHg0rAenW/iuwmODJsPvWkmo204wkqMPrXjxcjoacl3PGcrIw/GgD1i407Tb4ET2cD57lRmuevvA+iTljEjQse6GuWt/El/APlmJHoa1IfGMh4mjB9xQBDc/DqRRutr0N3wwrX8D+Hr7StQ1UzICH0+RFIPU5FPt/Ftm4AbK103h3Ure8uLkxTBsWzMR6dKEwMTxtIU8SuO3kp/WuUu44LpCsgGexrf8AiBOsfil1Jx+4j/rXIvdpzjJNZPcpGTeW7W0hB5XsarRIZmI3KiAZd24Cj3rXmuIjbyS3BVIUGWdv5D1PtXDatq4vtkEWI4FJ2x5+ZvdqpJtivYNW1P7fMqxki1i/1Sf+zH3NZp55PWkJoGa12EL2pw4FNpetAC59q7D4aKG8S3QOf+PJv/QhXHngYrqvhrK3/CZoq/de2kDfTrUVPhZpS+NHqJuPs8lvL/yyYENjsa245PMj5JI7VkT2LQl0cZilOV9j3FT6UzJvtJT80Z+UnuvauGx6l9LFXU7La/nqNuDyRWvpF758Ko+S47+tWJLbzYCmAQeornRG9jqAgV2VXPyDPfuKaXUlNvQ66VAUxXz58WvC02ma+dWiUta3zZJ/uv3Br3qzuhLCF/iql4h0S31/RbjT7hAVlQhSRyrdiK0py5XcipDnjZngfw58TL4a17y7psWlyAjt2Vuxr6OsrmK7h3xsG4yPpXyRqVjPYXtxZzqVlt3KMD7V0fhb4i6t4bKx7zc269Ec8r9DW0oX1Rz0a3KuWR3fxp12fT7rTtGtSFgeL7RL/wBNGzhc+oHpXk0mr6jLw12/0GAK2vHPiuPxjrUOoRwNCEgWJlY55yTXMdK0jojmqO8iY3dyetxIe/3qjeaZ/vSuf+BGkBz1ph607kWFyx6k/nSAA9qUHijODTuMMKO1JTjz0pv8J9qVwLFlZTahfQWluu6WdxGgHck19S6Do1voGj2unW4AS3TBI/if+Jvzrzr4a+Ajpt9Ya5fyo8s1s0lvCBnYfU/QH9a9UmdYlJbj2rnrS6HZhoLckS5EXJ/AVMt1uGcYrnk+0T3e4Phc9K11iZOpzWKZ2SStoSSytIeelJGUj5fIApwC8knAFUZZzcS7I+Il6+5p3EodSSecTNtU/IO3rTFXYDI3J6D2qSG3X5m3Dj1pGUMxLsFQck0iSsyeYS7nCjkk1mXEX265BdcQoPlH9TVua5+1PtT5YAflHrVLU7pbSxf5gCR19BTE9jj/ABelvNCbldsaRfLkcZHrXjmp3YvLx5FJ8scID6V0vjHxOb9zYWzfuEPzMP4q42umnGyuzhrTu7BRRT0QscAE1oYjAMnFKUZeoNXIbVslmAxip/JGPWgDNRSzAAE812KoNigjtWIqKpHy1vDoPpQBEyFfmVipHQila+uvKMTSFkPY1IwyMVCV5pWQFUxIWyRzU6gKvFO2ineWO1OwDDVeMfvpfwqyykGoIgfPl49KAHEGk4pzdafbRefcpFj7xpN2AYsRYZO4D1C5pGtCVLQyLIR1Xoa9DsksrSAJ9mDHHU1g+JpbByixW6wXAGd6cZrLndyrHH7udpGD71IDjoSDUUrlnO77wPX1pyHIFapklyHULy2P7q4dR6ZrTg8U3kePORJAO+MGsTFBGKYHWw+JrKU/vUeM/TIrQivrS4H7q4Q57E81wBHNHK8gkH2oA9E28YppU1wkOpXluf3dw4HoTmtGHxRcJgTRq47noaAOpOQK7H4ds39oasMnjTZT+orzaHxJZzECQNE3v0r0L4aXdvc6hq5hlV/+JZLwD7rQBY+Jb7fGDjI/494/61w91qEFjbG5uW2pyFUdXPtXT/F7VLbS/FbyS4eVrePbGDjPXk+1eOX+oT6rdfaLg4UcRxjoB7e1ZpXZV9CfUtX1DVJPmzHF1VAcKPw9apxxbDuJLv6n+lOQADPc80+tUrEigcUZFLSgYoEBPajpTTk0oFAxW5Fdf8LlLeN0I7W0mR+VcgWyMV1/wv8Al8cRndj/AEaTI9elTP4WXS+NHuGrQqLdX7Ag1QuIfKaOdMEjCk+1a2oESaeyZBbFUbLbeafsbBOCp+tcjR6Vy5bSb4x61x3xD069k0tL3TSRd2kouY8d8dR+Vb+my+W7QvnKnFaN9D59kyjr2oiFuhyXhPxBHrWlRXsbAM3Eif3HHUV1Szh0wevavG476DwR49u7KZvL07UEWQekbHv9M5r0e01OOYLtkVwejKc5okrMqD5lZ7o4b4p+DGuN+v2KkzAf6TEP4lH8Q968VdArkdjyK+uBsu4yjYII5B714P8AEbwadC1T7VbRMLG4+YEDIibPQ+xrWlPozlxNH7SOBQbcjGaceaUqyAgjmoya3OIfwB1peCD2Apo5HWlQ5IVvu9qYDiuI92etM64qR3XGM1GevFIQE13Xw28GHxJqn268QjTLVhvGP9a/UJ9PWuW0LRrnXtattOth88rYLHoijqx+gr6U0jTrTRNMg0yyULDAuAe7Hux9zWdSdlY6KFLndwgJ01Y1J3vG7GJD784+g6ACoY9fsb6CdmkZZ4SRLCRgqR6+1N1y3W9s2VZGSUHKSKcEEV5l4s8ZQobnTrRC168axNJGAFDHqMf55NZ351Y35fZSv0PT/D1y95G16yYilf8Ac+6Dv+NbzyYJNZ+gWL2Hh3TrabJljt0Dk+uBUl/IyQMEYBiDlm7CsXobxd9TP1PX7e3l+zeYN56heT9KmtZ9kBYjDEZwaydJ0u1kZrpf3zMT+8PJPvW0Ujt18xwW2/dX1pWNG76DZInkCq7MrHnCnpUE7ysDbqx8peGY9WpPtbhyXHzH9KUny48yHk/MxJ6UCsiMssK8kDA/KvJfH3jHzXewspPZ2HpW54+8V/2fppt7diLm6+76qnr+NeQx7nmMsqu+TknGa6KUL6s5MRVt7qCK3aQ73zt/nU7WsbdBtx6Uv2gAco/5UfacDhGP4VucQxbEZG5iR6CrccSINqrgVXN2R0ib8qabi4fISIg+9AF1nVD1FV3ukXuD7Cohazyn532j0FWo7SOAZHLeppgUZJpHZVCkKefrXVRkmJCRztGaxWjUushXJAwK241ZYlyc8CkA6mFfanjFBFAEO3nFP7U7AooAYwz0qvGP30tWsVWjH7+agBzJmkjaSGQSRnDDkGpOaQjigDRh8R3MOBNGrj9ap6xew6iY5IlKOBhgarFQT0pjRjPpU8iC7KLRSmUnAwanjjKgZqQqQeD+dKM9xVANxg0hHNPPNIaAGHnFIcUtIeTQA00wrzUhppoAjYV6P8GjjWfEGMj/AIkk/wD6Etec16P8HBjWfEH/AGBJ/wD0JaAPJr7VtS1O6+1ahqF3d3GAvm3EzSPgdBkknFV/PlznzXz/ALxqOigCT7RN/wA9pP8Avo0faJ/+e0n/AH0ajooAk+0T/wDPaT/vo0faJ/8AntJ/30ajooAk+0T/APPaT/vo0faJv+e0n/fRqOigCT7RP/z2k/76NS2+oXtpOs9teXEMy/dkjlZWH0INVqKANg+LPEZBB8QaqQe32yT/ABpsfirxFEMR69qiD/ZvJB/WsmilZD5n3Nb/AISnxDvL/wBvapuPJP2yTP8AOpD4v8TEYPiLV8f9fsn/AMVWLRRZBzPuWbvUb7UJRLe3lxcyAY3zSs5x9Salg1nVLVdtvqV5CuMYjnZR+hqjRRZBzPua6+KvESfc17VF+l5IP60y48Sa7dxNFc63qU0bfeSS6dgfqCay6KLIOZ9x3mPjG9sfWusW+8NJ8Ojaizd/EMlzlp2HCRj0NcjXQaXdLZW0yC2gcXMPltLIuWjB6lfemK5jjAo6UHG47fu54+lJmgAPNKvJwMk9hSdq7f4YaFHqfiI310ga008CRlbo0h+4Pz5/Ck3ZXKhHmlY7/wCHvhH/AIR7Szf3seNRu15VusMfUL9T1NdJe6gtuCzuFXu3+HvT7u+BViG57815l408UtaRNBAw8+QELg52jua5NZyPSaVKJc8X+OxDazWlm+2ZxtQd1Hdj6Vj/AAq8Jf2/rrareqWs7Fg5DdJJOw/rXKeH/Dmp+KdTEFpGz5b97O/3Uz3Jr6T0TRbTwvoEGm2YJSMZZyMGRz1Y1q7QVkc65q0rvY0p5SOh61zHiG6mnCabaEG5vH8lcc4/vMfYDJrTvLsRRMxOD2z61S8JQm9abXZV/duDFZ7hzsz8z/8AAjx9BWaV9WdUtNDbgsodPs4reBcRxKFHqcDrWNr2prptp5oQyXEjCO3iXrI56Cte/vkhjO48AdB3rH8O2razqza7cjMFuzRWSnoT0eT+g/GkldibsS6dotza2Qm1CbzrxhulH8KE/wAI+lc14012PQ9Je5mO5nbZBF3dvf2FdnruoLaQNucIMcsT0HcmvnfxNrcvivXWmJIsrf8Adwr/ALPr9TVU4czM61Rwj5mTJJda1eyX99Izsx5J7+w9qugALtUAChQAoAGAOABSkcV1rQ8566kTBajOM8CpSKYVpgMKnginEk5Jxk04U3pQAmMc0kjcDFBamdcUgHEEoK3wCAB7VgoCzqo7kV0bA5pMCMrmmFKmK4ppHtSAhORRkVIVGKaUzQA3rVeP/j4mH0qfac1BHxcTZHPFFwJiOKZinhgaOKYEZFNNSEDtTCKAIyvejFPxSUARlaZgjpUxppGKAIiMdRTMjNTdaRlHpQBCaQjtTyvHWm8igBlei/Bz/kMeIP8AsCT/APoS150a9F+Dv/IY8Qf9gSf/ANCWgDxqiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACphM4QIGO30zUNe26J4uW08PaZB/wjXh2by7SJPMmsdzvhAMsd3JPUmgDxYyNjHFNy3rXu/8Awm6/9Cn4X/8ABd/9lS/8Juv/AEKnhf8A8F3/ANlQB4Pk+v616R8MdY07T7XUoL+dEd2R0VmxuAyD/Oux/wCE2X/oVPC//gu/+ypW8aquMeFPDH/gv/8AsqUldWKhLllc5TxN4xhtpSthOsm7PyBshR7muL0hYtb8SW0ep3BSGaTEjA449B6Z6V66fG65/wCRU8L/APgu/wDsqcnjcDDDwr4YBHQjT/8A7KpUFFaFyquT1Nax/svw3YRx2iRW9sh3Mu7qfU+prYg12yv8CC8hdiMkK4JFYLePbiWIb9B0FgeoNmSP/Qqr/wDCdSWz7ofDnh1G9VscH9GrP2T7m0cTboP1LUrbWfEcPh2C5X5ztuGRuUQDLgH1PC/jXdXFxDZ2qRRhURFARF6Ko6CuEt/H06XXmR+HvD8cuM+YlkQ2frurfPji8e0SVtN0sls5BgbH/oVN0nayYfWbu7RzHinX4/tdppkdwqT3koQncMxx5+ZvbjOK76z1Cwj02KG0eJY0TbGisPlUdK4S58fzPeFpPDnh2RwfvvYkt+e6np8RLsEKug6AobqBZkZ/8eo9lpuL6zd3scf8UvFDX1+ml2V0rRgZlKN39Ca4q3RIolQEe/Nexw+M1kVnPhfw1uz1Fh/9lVkeMB/0LXh3/wAAf/sq1iuVWMJzc3dnjg2/3l/OkYj+8Pzr2b/hL1/6Frw7/wCAP/2VH/CXr/0LXh3/AMAf/sqq5B4uWX+8v500svqM/WvaP+EwH/QteHf/AAB/+ypP+ExH/Qs+HP8AwA/+youB4szgD7y/nURcEfeH517cfGIx/wAiz4c/8AP/ALKmf8JkP+hY8N/+AH/2VIDxMsCeCv50/CgfeH517SPGQ/6Fjw3/AOAH/wBlTz4xGP8AkWfDn/gB/wDZUAeMWaLLdKNwwOTg1vhl/vA/jXqdl4oSTc3/AAjnh9SMfdscf1qyfE6g/wDIv6D/AOAX/wBegDyTKnuv50xsZ4I/OvXf+EpH/Qv6D/4Bf/Xp3/CTL/0ANC/8A/8A69IDx87Seo/Omkj+8Pzr2D/hJ1/6F7Qf/AL/AOvR/wAJOv8A0L+g/wDgF/8AXoA8cIHXcPzqtEVNxN8w7d69rPidf+he0H/wC/8Ar1CPFK72/wCKc8P/APgD/wDXosB4+dvqPzphOOdwP417MfFC/wDQvaB/4Bf/AF6b/wAJSv8A0Lugf+AX/wBemB41vX1H50u9cfeX869j/wCEpT/oXPD/AP4A/wD16afFSgceHPD/AP4A/wD16APGyV/vD86Qlf7w/OvZf+ErXP8AyLnh/wD8Af8A69O/4Spf+hc8P/8AgD/9ekB4vlf7w/OkLL/eH517P/wlSZ/5Fzw9/wCAP/16P+ErX/oXPD3/AIA//XpgeKll7MPzpu5f7w/OvZv+EvGf+Rb8O/8AgD/9lSHxev8A0LXh3/wB/wDsqAPGSV/vD86YSOfmH517T/wl6/8AQteHf/AH/wCypP8AhMB/0LXh3/wB/wDsqAPFGK/3h+deifB3H9s+IMEf8gSfof8AaWul/wCExH/Qs+HP/AD/AOypH8cXEFtdLa6Lotq0sMkbPb2pRiuDxkNQB//Z", "path": "000338.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.
000339
Men Tshirts
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", "path": "000339.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.
000340
Men Tshirts
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", "path": "000340.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.
000341
Men Tshirts
{ "bytes": 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", "path": "000341.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.
000342
Men Tshirts
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", "path": "000342.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.
000343
Men Tshirts
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", "path": "000343.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.
000344
Men Tshirts
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", "path": "000344.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.
000345
Men Tshirts
{ "bytes": 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", "path": "000345.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.
000346
Men Tshirts
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", "path": "000346.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.
000347
Men Tshirts
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"path": "000347.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.
000348
Men Tshirts
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", "path": "000348.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.
000349
Men Tshirts
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", "path": "000349.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.
000350
Men Tshirts
{ "bytes": 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", "path": "000350.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.
000351
Men Tshirts
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", "path": "000351.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.
000352
Men Tshirts
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", "path": "000352.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.
000353
Men Tshirts
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", "path": "000353.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.
000354
Men Tshirts
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", "path": "000354.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.
000355
Men Tshirts
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aPJq5sFGwUAUvJo8mrmwUbBQBSMXFJ5VXCgpNg9KAKZiFJ5VXCo9KTYM0AUzFTDCfSrxQUwpQBSMVNMVXSlMKUAUjFUZiq8yUwpQBQaHiq7w1psgqF1HpQBlSRc1XlirUkj61VeOgDNaLmoWirQdOelQOvHSgCg0dRMlXmSoWTmgCmyUwpVpl5NR7fagCuVqKVf3Un+6f5VaZfaopV/dSf7p/lQBQxTwtKBTwKAGhaeq04LUiigBoX2qRV56U5VqVVoARVqZFoVanRaAFVasInHSkVasRrxQAsa81YRMnpRGnPSrKJzQAka81ZRaSNOasIlACKtTAUBealVaAEVakVacq1IFoAaBTgKkC04LQAwCl208LS7aAGhaUCn7aULQAzbSgU/bS7KAGYNNZhHGXbhVGTUu3jpWHrl8cpZwn5j989qipLlVy6cXKVjKd3uLmWRnLAn5akCnHWmxqFQKO1SYrzJ1HJ3PUhTUVYaQoXgCmquaR27UqnArPmfcrlXYcEFKRgYpm4g08E96OaXcOWPYu6NceXetCxwjjgH1rewcdK5NiUaOROHU5FdVaTpd24kU5I4I/nXfhavMrM4MVS5XzIdtpMVLjnFJtrr8jl8yPbRtqTbRtoAiK0mKmK03bQBGV4ppBqbbSFaAICDSYqcim7aAISKaQamK0hFAEBBphBqwVppWgCuy0wrVgimkUAVWXioHWrrDioHWgCk68VWdfarzrVd1waAKLrzUDr7VckHNQOOKAKbLUDLV1lqBloAqMtRlatMtRFaAKxWoZl/dSf7h/lVsrUMy/uZP9w/yoAzgvNPC0oFPAoAAKeq0AVKFoAFWplWmqtTKKAFVasItNRasItADlSrEacU1FqzGvFADoxzVlFpiDmp0FAEiLUyrTUFTKKAALzUyrTVFSLQA5Vp4FApwoAcBTgKQU+gBAKXFKKWgAApQKUUtABilHHNAIxyOe1Vb/AFCGwiJkbMmPlUetJtLcai3oiHVtQTT7UkN+/b7ork4S7yGWU5djRPNLdzGeY5JP3T2p0TfNjHFedXq3dkenQo2jdk4+U4704niozjcfmqSJXlOEjY/hWHLLojXmit2RMCaTLY4q6bO47W7UxrK6AyLdqPZT7C9pDuUmZl5pUncckU943Q4kRlP0pFXIPHHrUtNblJp7EgnU5yOtWNO1EWM45/dNw3tVRUA9DTXiDKemO9VCXLJNClHmi0zuFdJVWSP/AFbdDS4rl9G1Q2bi2uGJif7pP8NdSCCOTuHVWFerTqKZ5dSk4CYoxS89+tFaGQ0ikxTzSUANxSEU7vSGgBhFJin02gBpFNIp5pp6UAMIppFSU00ARlaYRUpppoAgZahdastUL0AVHHNQOvNWnFQOKAKcic1XZauOOarutAFV1qFlqwwqJhzQBXZaiZasuKiYUAVmFQzL+5k/3G/lVkrzUUy/uZP9xv5UAZgHNSKKAOaeooAUCpFGaQCpVFACqKmUU1RUyLzQA9Fqyg6VGi1YRaAJEWrCDio0FWEHFAD0FWEGaiUVPGOaAJU61KtRqOakFADxUgqMVItADxTxTBTxQA8U+mCnigBRTgO/amilHJ460AOHtk/hSjk47+1Zt7rumacrteXiR7BkgMM1yMfj/wDt2SaHS18tEODIepqZS5VcqMeZ2Ox1HV7fTlwzAyn7qg1yM00l3cmeVssegPaoNjlt8rGWRuQT2pvmJ5gQypH6ljjFefOq6jsj0IUlSV2WiBvB4yff+lXLbSbi7I2qyD1NaekWumbFk+0xTy+u4cVvqVx8pH/Aa1p4bqzOpiraIzbPRLe3UGT5371pJFGn3Y1A+lKM9xilrqULKxySm5O4vIozk5NNzS81ViRskMUgO6JT+FZd5ocbo0kGVfsta2TRkk5BxUzpxa1LVSS2OGnW4tnKzQsMH7wHFNFwAMgZxXdSokq7XC7T1BHWuZ1nRYYoXubeZIgvLKWHSuKphbao66WJvozJeQSDJA561oaTrv2U/Z5yTEehPaudttRt7jIikV2U4PNXDtZcEA1hGUqbOmUY1Ed4l5bOEKzLhunNTcZxnnrXk+uXr6bpUkqSMrDlOaf4T+KUbItprPysOFkr0qVX2iPNrUvZs9UJoNQWl9bX8CTWsqyIfQ5qb1rUxDvSGl70hoASm06m0AIaQ0pppNACU006mmgBppppxppoAjaoXFTNUT0AQMOtQOKsN3qBupoArMOagccVZYc1A44oArOKgYYqywqBxQBA1RkVMwqMigCEioZv9TL/ALjfyqyRVeYfuZf9xv5UAZwHNSAUgXmngUAKoqZRTAKlQUAPUVYRaiQdKsIKAJEWp0FMQVMgoAlReamXpTFFSLzQBKoqZelRL1qcCgCVakFRrUgoAcKkFRipBQBIKUU1c9xTun1oAeKeOeACT61g6v4q0jR0b7RdIXHRFbJNeca78Vru7Bi0qHyUHG9hzQB6vqOtafpMJkvblY8Dpnk15f4l+Ks04ktdHj8tSMeaeted3t/d6jKZLy5kmJ7MeKqnoB2FAE095cXkjSXFw0zscsX/AKVu+Db77JrBR3CpKOa5w89aVWKNuU4PrUzjzKxUJ8rPSdc8YW9ijJbkSS9OK4G+1a9v5TLLMwyeFBqixJbJJJ9TSZyeeazp0VHU0qVXIsw397bnMN5Mh9mNbdn468RWYAi1BiB2aucBB9qXJJ5Na2MT0C1+LOuwgCSKKXHfFakXxmuV4msEJ9hXldA69aYHr0fxmiP37Bvwp5+M9ueBYyfjXj+fQ4pdxPegD1l/jMwPyWGPc1TuPjHqTAiCyjX3IrzH8aDz1NAHY3/xL8RXqlUnWEH+7XOXeu6vdownv52B6jccGqP8vSkwOtJ6gtB1tfXNnIHhkdT3GetdVpPjmWJlju13g8Fz2rjXII5ANM3cY/SolSUtzSNZo7bxT4gj1KCOG3OU71yzHnntUMWQnNP9feiEOUJz5jZ0TxRquhTB7O4YoD8yMeK9a8OfFDTdTKwX3+jz4xk9DXhgJ78j0pxOcE9R0NaGZ9WQzxXEQkgdZFPdT1p+c9Mj2NfNei+LdX0KQNb3TsmfuPyK9P0D4q2N8Et9SQ203Td1BoA9DLcE9KQHK1Bb3lvfwiS2lSRSMgq2ak+7wOR60AONIelGexGDSE0AJSE0ZppoAQ000400mgBrdKhepWPFQuaAIm71A1TN3qFqAIW61C44qdhzUT9KAKzCoGFWXqBqAK7ioyKmYVGaAIiKhnH7iX/cb+VTmoZ/9RL/ALjfyoAzgOetSKKaBzUiigByipkWmKtTqKAHotTqKjQcVMooAlQVMgqNRyKmQUASjpT1pgqRelAEy9amBqFKlWgCYHinA0wdKcDntQBIOtO3qi7mIA9TWHr3ibT/AA9b+ZcuHlI/dxg815Pr3jnVtZfYsrW0B/5Zp1IoA9T1rx1o+ixlTKJpx/Ahya821v4javqu6K2f7JAf7n3jXHj7xYDJPXnJNH+eaAEkkeZy8rtI3dnOSabwepOPSg9aKACiiigBKKWk70ANao+9TEZppWgBgpwpAMUuaAFpaaDmloAKKKKACiiigApjtge9Kxx3qBiSaADJIp0aFm6cUIpNWVUKKBh7UUUUCAUtFFAAOvXFAAJyMqffvRS0Aael69qekSrJZ3Tpj+AnK16FonxaPyRavB7GROg968rzRn6/hQB9M6drWn6vD5tlcpIpHQHmrp4xnv0r5hstQurC4We0neOT1Q16R4c+KcimK31mLKnj7QO1AHqp4OKaTUVtdQXlslxbSCWJxlXB608mgBSaYaUmmk0AIaiepCeKhY80ARtUTdKkc1EelAER61E3SpT1qJulAELCoWFTtUL9aAIHqJhUzCo2FAEJ61FP/qJf9xv5VMRzUM/+ol/3G/lQBQAqRRTEHNTgYoAeo4qZBUSDkVOKAHqOanUVEgqYUASrUqmolHFSLQBKKkFRipFoAlSpRUQNSKckDuaAJ154zisvxDrsOhaU91Lt3sMRRZ5c1avdQttOspbu5fbFGOfr6V4Z4k8Q3HiHVJZ5GIiU4Reyj2oArapqVxq97Jd3Tl3c5we3tVLtikz75pM0DFxxikyaXNJQIDSUtJigBaKKKACkpaTFABSjmkxR0oAQpUbZ7VNupMA0ARg0uacVpNtABRRQThc0AFMeQDgdaYzMxwKVYC3JNAEeWfNPSInrUqxhRTsYoAAgUcUtJS0AFFFGKAClpMUoFABS0UUAFFFFAD/ek3YB9+tGeKTtQB6B8OfFi6ZdnTr2Q/ZpyBGWPCN6fSvYCenI6dfWvmANtZcDvXsPgDxf/aNt/Zd8+bmEYjdujj0J9aAO8JpCaD9RTc0AITxULHmpGPFRN1oAY3NRVK3SojQBG3Woj0qVqiNAETVEwqVhUTUARNUbCpGqNqAISKgn/wBTL/uN/KrDVBOP3Mv+438qAKgGDUi0xRzUqigCRByKlUc1GBUqCgCVelSCo1qYUASL0p69ajFSLQBMKetRA1KpoAkFSBgAdxCr1LelRgHIOck8Yrh/HnilbSA6TZSZmcfvXB6L6UAc/wCO/E7azetY2z4tIDtOD/rG9a44dOMBaTORnuDj8PWigBaKSigQtFFJQAtFJRQMWikooAWikpaACiiigBMUZpaWgBtFKaKAG4oxnjFOoxQAgUDtS57UUUAJRS0UAJiilooAQUtFFABSikooAWikpaACiiigB3ag0gpeooAYWIIqza3U1rcJPA5SVCGBHqKpycMKkU5FAHvnhTxNF4g01HbAuo12yx/+zVvEnucjsfUV8+6HrNzouoR3sB5zhlz1Fe5aXqsGr2Ed1CwYEfMo/hPegC6x4qInmpCeM561Ex5oARjURNSE1Cx5oAaxqM1IaiagBjVC3WpjULUARPTCOKkPSozQBE1QT/6iX/cb+VWGFQTj9xL/ALjfyoAqqKkU+1NAp6igCValWo1qRaAJFFSio1qQUAPU1Io96iWpBQBJ0+lSr3x2qIHtVXVdWg0fTXvLlsf3V9TQBU8VeIo9A0xtrA3cwxGueR714vcTy3U7yzOWdzlj61a1jVLnWdRmu5mJZ2yinooqjQAvv3xj8KCaO1IaADNKKTtSigBaSlpKACiiigAoopRQAUUUUAFFFFABiilpcUAN60YpaKAExRS0lABRRRQAUUUUAFFFFAABmilFJQAUUUUAFGaKKADNGaKKAHA0oNNFOFAEU3UUqHgU2ftREeBQBOD82e9dN4R8STaDqK7mJtpTiQE9K5jdzT1OScfjQB9FQXENzAk0LBo3GUIoZgD3ry/wN4pNlINPu3zC5whJ+7XpxYMqkHKkZBoATJ7jBph607OeaY3WgBpNRtTmpjdKAGE1E1SGmGgCJqjYVI1MbpQBHnmoLj/US/7jfyNTGoZuYJf9xv5GgCv3qRajHJqVaAHgU9aaKegoAlWnjrTAacDzQBItSA1GvSl3YUseg5b6UAPlnitoHnmcLHGMsTXkPinxFLr16dh220ZxEn9a0/GfiY38p0+1fECH5mH8XtXH+vv+lACGkpTSUAFBopCaAA0q00cmnigBaKKKACiiigAxRS0UAJS0UUAFFFFABSikooAdTTS5oxQAlHalIpKAEopcUGgBvenU3vTqACkpaSgAooooAKKKKACiiigBKBRRQAtPU80wU5RzQBFcCmQ9Kkn6GoYz0oAsinA8U0Uo6UATIeQc4PY+lek+CvFImQadeykuOEkJ615mpxU0MrxSI6MVZDkEUAfQHTr1phPNcv4S8TpqtqttcEC6QbR23e9dQ/Bx+dAEZPNMJpxph6UANJqMmnGmGgCN6Z2p7Uw0AMfpUE3EEv8AuN/I1O1QT/6iX/cb+RoAgXrUg60wcGnigB4qVKiFSrQA+nCmCnDPagCbpwa4rxh4m8hTp1k2ZG+/IO3tWh4p8QJploba3cNO/XHavM5GeWQyMxaQnJJoAiIHbJ55J7mkpxwDgU09aAA0lKaSgAPSmGn0w0AIOtSCo161IKAFooooAKKUCjFABRRSE0ALRSZpaACikzQDQAtFFFABS5pKKAFNJRRQAUGikoAO9LSUCgBaSlooASig0UAFFLSGgAooooASg0UGgAFPXrTBThQA2UEqarp1q1J92qy/eoAsClzxTVPFOGKAHA08GmUoNAFq0upbS4SeFysycgj0r1vw54hh1uzGSBcoPnB7142Dzn0q9puoTadex3MDEbTkr60Ae3t1ppPFZ2kavBrNl9oicCTH7xavE0ANaozUjVGaAGtUZp5pjUAMNQz/AOol/wBxv5Gpajm/1Ev+438jQBB3py03vT1FAEiinimjpTh1oAdzjPbuaztb1qPR7JnJBlbhF7896l1LUoNLtGuZW5A+VR3ryzU9Sm1W8a5mY4P3V7AUARXV1Je3T3EzEux6moSab3oNIBM8YopDSUwFpKWigBKiY/NUtQMfmoAevWpBUac1IKAFooooAUUUgpaACkNLSGgApaSloASk79/wpTQOWC8jPHFHqAvT39/T61c0/Sr/AFWZI7K0lnY8fuxn+XSu88E/DGXU4Y9U1rdb2Z5jiH3pB6keletWVpZ6ZbLb6baxW0YHJRQGP49alNydogeM6d8JvEF02bvybNe29gx/HBrXb4NSr/zGYXP+yhXH516rk8g855yetJweMZ+tdEaT6ibseXRfB1P+WurA/wC4hqynwe08fe1Kc/QY/pXpHOcDr1wBSkjqSOmeTV8i6k3bPOG+D2lnpqN1n8MfyqtL8HoOkOpsP99c/wAhXp+4bQdwKsMgjkVbt9PubuMvDEWA4yOKOSKHe547/wAKanOdurRe2UIrK1T4Watp9nNcxXEU4iXO1VOW+nvXvJ0bUSR/ozdc5qnrtrNaaLbNcK0P+npuYnGFwef5VlVdOMboa3sfPcfgLxPLCJl0i5KY/uEH8jzWdd+HtZsc/aNMuYgvVnhYD88V9Nz65ZQc3OtQxc4/1x5x9KfDq9pfpmG/t7xAcYbDg/g1eesV3Rs4Hyb+efQ0cZ65Pt0r6T13wB4c8RJI0ll9hvJDhZ7bpn/d4AFeJeLvBGqeELvZeIJLZz+5uI/uyD/Gt6dVVPhZDjY5miij/P0rUkKKKKACkNLSHpQAlPFMpy9aAFl+5VVfvValPyVVX71AE604U1acKAHgcUUDpRQA4HnPenbtvNMFL0oA19D1ubR7wTJkxn7ydjXrFnew6hZrdQNmNumOteIg45FdF4W8QvpF5tlJNs5wVPQUAepNxxUZojlSaJZY2DI/KkUh6kdxQA00004000AMNRTf6iX/AHG/kalPWopv9RL/ALjfyoArg81ItMAqQUAPGe1RXd5BY2r3E7bUUce5qQVwPjSe7OqeXKCLbH7r0JoAy9c1mXWLsu2ViB+RKzDz7e1KcjqeabnmkAd6DSE0lABRRRTAKKKO1ADTUHVjU7dDUGeTQBInSpaiiqUdKACiiigAozRRQAtIaQ0UALRmkpaADtVzR7qKx1e2uZolljjkBZG6EVSPSlQbmC+pxSe2oI+pLe/h1OzhurZibaRA0eOgHoKkC7iAB7YFYvhTwpqWjaBYrZSCa48oSXVpOTsc+i9w3p2p3/Cd+Foba6mlupLW7iSRfsswy4cZGARx1qqNWPI2lsOxoQXPnXN1CsZ2wPsLn+//ABL/AMBqwPeqOgFn8J6RPKD51xbrNIx6szDJJq9W1Ko5xuZz0Zna9f8A9laBe3ok2NFESpBwa8Ih1PXdTuorT7fcSNM4UKZM9T616T8V9USDQbfTgSJZ5PMz/sjg/wA65f4Z2FtJrUup380MaWgyu9wMufb24qZSfNY6acFyXPXdNsk0zTILSPd+7QFiTklsc/rXYQ3UWieGnvpUZ1iUytsXccHk8CuWhmhuoBLE6yRMeCp6n1rf8TyfZPh1qLjIK2LED3xRUdomG8irH8TvC7SJFc3Mto78gXMRQfrSeLmsvF3gPVrfS7yC7ZoCUaGQEgjntXl+m/Ca2lhiuNX1Ged3UMUzkDPOBXRWXw+0KwZZbZbuJl6FJiB+Izg1wvFRWjOlUup8/orGQmIEMQxKkHORTY7q8tbhJVlmjkQ5DZIK/wCFe+6F4A07RNdm1QXEl0xUhEkRdo3deMVv3+g6JqsapqmlW9zEOnGxv/HcVH1qFrNBOD6HkvhT4rXliyWet5urfccz5/eAfXv9K9kil03xJo5tbjyLvTbpeTwVXPQ/Uda4/VPgnomrB5dDvWs5iOIZuUU9vesnwrZ638P9WXSNeiMWnXTbYrj7yBu2PTPHWiUIW56Zld7M898c+EZvB/iKSwc77WQbreT++vXP4dK5fPr17+5r6W+JWgp4j8BzTCNFvNO/eRt1LJ6fjnNfNRHzHr171005cyIeggPNLRRVgFIelLSHpQAlOHWm04daAEl+6KgQc1NN90VFF1oAl6UopDQKAJB0paQUtABmlopc0AApeOrcgcEelANHegDtPB/iP7Ow026YmNvuMf4fau7YYIJPQdfWvFEO1gwOGH3frXqvhu6nvdDtpLlSHAKAnuB0oA0yaaelKetJQAxqimB8iX/cb+RqVulQzf6iX/cb+RoAjFOBpope9AD88VT1bTYtWspIZAN4H7tsdDVoU9R2J5pDPIb6zmsLt7edCrKeM96rf0616nr2hQ6zbHgLOo+VvWvMrq1msbhre4Uq4PGRjNAEGKKWkoEFFFFMAooooAa33TVbPNWm+6aqd6AJ4alHSooelSigAooooAKKKKAEoopO9ADhRigUtHUBD1A9q6v4caKNb8Z2kMqhreL99KPVB1/mK5M9CB97oK9t+DOk+TpF3qZhHmzyCKBv9kZDfrisMRO0HYqO56J4l1lPDngrU9XLETMnlRknoTwMV8pvO80zSyMXkdizM3JJPNe2fHjVlgt9M0CNiuxfOYf3gen8q8Qzg/jTpwcYWE37x9PaKMeDvD4/6cY/5Vax29aq6O2fB/h/H/PlH/IVZ7VvhHeApnnvjTwfrnirW1ltXtFtIkEce+TBz34x6ivO7Xw3dXfihdD+RpxMYpHj5AA+8c+wr3+/u1s9PuLtiAkMRY5rjPhzoclvZTa1exkXN9kqTyQnY/jW7j7xpCpaNjtdOsLfTbO3s7ZdsUSBPqc8mul8Zj/igNVGf+XNh09qwUJ3rnpkVv8AjMj/AIQHVD2+yH+VZYnSJC1Zjwj/AESLGMLGvX6CoLjUbG2n8mW9t0mOAI2bDHPtUhlSDTfPY4WOAOcdeF5/SvELHxPeal4rdXuZUjncrDjBIOeO3p1rwY0fatnYtj3ZsBx6EYX0Of6U3pwAAPYVS0a6a70eJyhSaJjbzj+64+8MfjV7FZSiovlKTFR2RtynnP459jW5G1lr1jJZahDHLj/WRyD8j7VhgDcM9Ppzn2ryRfHWq3HjN7e1uIY40JYS8jcF52jnocYxXVhOe9uhnOCZ6pHZyaJqjaTdt9o06+heO3kk5IY8iM56nuPYV8t6lbGy1O6tWJYwyshYnlsHrX1trBbW/ArXkbK1wsQnjZR9xx1/qK+Tdbu0v9e1C8jBCTTs4B7Zr1YKyOWRRooHWlpiEzSGg9aKAEpy8mm05etADJzgCmRdKdcdqIR8tADjSCg0q9KAHr1p2KRRTqACkpaKAFFL0BJ7UdK2vD3h+bWbldwK2yHJYjrQBY8L+HpdWulmmQraxnJPqa9LRI44RFGoWNOFUUy3t4bS3SCAbUUY471IzHPbFADDTc0rGmUAB5qGf/US/wC438jUpqKc/uJf9xv5GgCLPNLmm96WgB4NPWoxTxQBIOnHWsjXdAg1q3JVQtyo+Vv6VrDnFO60AeNXdpPY3DW9wu11PXHWocV6tr2gw61athAtwv3WHFeY3llPp9ybe4UhwcZxwaQFbFFKfyNNNMBc0ZpKKABj8pqme9Wz0NVD3oAsQdKlqOCpKACiiigAFLSCloAQ03vTjSUALRSUtMAwzYCgFicAV9T+ANHOnaBpFk2OIhcN7buSP1r5q0C1N54gsIVXcXmUEe2ea+sIJY9M0y+uzxHaQkL7ACuLEe9KMDSOx84fFPVpdX8fajI774oHMcJ/2B0H864wdverF9M09/PI7FmeQtk+uarnt65rsasrEfaPp/QsN4H0Jh/Baov6VZPfNZng24+1/DvTpAQdq7OPbFaeOfwqcC/dkgqbmfrNk+paeLFSBFNIFnPpH1/wrQRFjRY0QIqDaFHQUdiPXrS5zXbbREJgDhgfQit/xUjXXw/1NIxlpLNgo98Vz7fdNdtYKtxo8UbjcpiCsPXisa8dBxZ59qTF/B9wycn7Gw/8cr5002Z4b60liyrq64I7HPWvorRl+2eGVtZPvlHhk/2ckjn8DXitp4bng8bnTrlH+z2826ZlHHldjn8q8mg1HmTO5PQ9001XtrvUrNpEkCutwZF/ieTr/IVfrJ0COP7HdXSBgt1ct5ORy0QxtP481rcKcHn1xXHWl71gSHJneMc45A96+Y7AY8TWqyMV/wBNUOfQF6+gdQ8Qxafrlpphj3ecCZpQ2PIXsxHpXmus+DJbbxwLhI9tpLJ5iRs2GZ/4dv8AeGcGurC3Qpux7V4LCP4FdM7499yMn03tXyRcgC6lAHG819Xanc2/gf4aTM8gDCI7VY4LSPyVHvyfyr5Nc5kY5JyTya9KKsjkkxKWkpaYhCKTFOptABSj71JTgO9AEdx2oiHy0XHanJwKAEekWhjSqKAJVPGKWmDg08UAFO7H+dJ36Vr6Foc+sXShQfIHLN6+1AD9A0GbWrkcFbcfeY16fa2sFjbLb26bUHWltLODT7VbeBQAo596l7UABIzxTSaCaSgBpppNONNNADSaim/1Ev8AuN/I1LUc3+ol/wBxv5GgCHvS5pmaXPNAEgp4qIGnZoAkBp4qINxTg3NAEwPfvWXrmhwa1akFQtwB8rCtENTgxxx1FAHjd7ZTafcvb3CFXU9T3quRXq2u6HDrVscKEuVBKN615hdWktjctBOhVlOCT3oArUUpFGOKAGnoaq+tWm6VVNAFmEYWn96bH92nCgAooNIKAHUUUUAIaSg0CgApaSloa2A6/wCGMAuPH2nKwyAWP5KTXvHjW6+wfDbWHzhrkGIfU1498GrYS+LZJyM+REW+mcivT/ipKIvhfjON9yOfzrjk74hroabI+az94nrnmkJ5PqOlL7UhyAQeoNdj7mZ7/wDCef7T4Ce3B3GCViR6A11I5JHc9K8Z+GHje18Ktd21+kz21wRjyhuYEZ4A75zXoVt4/wDDNwvzXxtiDytym0g/Tms8NLknJMpxbVzpO+KKyY/FXhluf+EgsUH+0/8A9apR4n8KA4bxNp6/8DyP5V3OotLGaiaXsOa6vw7L5mlqmeUc5+lefy+M/BlupLa8suP+eEYNLp3xZ8N20xttOtNXv5G4UR24wf1rOpNSQJWZpwQi08Qa1Z42q0/2hF7BSAAfpkGsfU/DY1a/WX7HdbY+cQMo8zuSc9q5Pxv8T7+x8SPNZ6W1lctAIZY7pMsACSMr2OTXMRfEXxfrtyljDODcSfKEgXyyT2xivIrYao5c0djpjUR7fZ3NtcKy25ZfJzGYypVk9sH9DVkdOCBn1rxrwp4i1e38evDr12Um5gnSZzkEfdDe4z+FeuSXtvDeCKa4iWMxeZvZhjrjFc9ShNNOxoqiPNvFsdwvxMilkhnfTpYEjuGjRiNmPm6fhXbX3iyLwv4J03W9TsxPqLx+XHEy52uCefbjFT2viXR3mnS61qyRY2O5w/QVw/jrxjo+oeBzp0k0c+pStuURDIjwevtkCuugpXtJETkjznxX421rxhd+dqVzmJCfLhXhVX0x/WudOM8DA7D0ooruOcKWkpaACm0/tTaAEpwpppw6UANm5ApV6USDOKB0oAY1KpprnmhTQBKOtPHTNMHT0rY0PQrnWLpVjBWJT87noRQAuh6JNrN2qKCsIPzSdq9SsbKDTbVba2QBV6n1NJYafb6baJbWyDbj7/erJ/UcUABPHvTSwpDmmmgBSaTNNJozQApphoJNJmgBCajm/wBRL/uN/Knk1HKf3Ev+438qAIM80oplOFADwadTBSjmgBwNPFRgc08UAPBp+T60wGjNAEoNY+v6DDrVsSAFuFHD961Qe/eng/nQB4zcW8trcyW86bZV65qL+EV6f4k8PRaxbmSJQt3GMr/t15lNFJbytDMpWRThloAhk4FV+9WJQcdKZDBJcTpDEpaRjgKKAHx/dFPqzeadcaXOLa5XEgXJA7VXoAQ0gpTQKAFooooAaaBQaSgBaWkFLR0A7D4eeJG8M6vPcNGHhlj2ygKSSOox6HNbPjz4hXPifTF063tlh06Nw+0jL7vc1wem3a206lwCqksRz3GO1aOr3VnJp1iIEaOQBzN/tnPyn8BQqUb8/UdzB7AHijoTjvS5POfqKShiOk8AgHxzo+QCoukJz9a9g1Bzo+rarbiO0uEuLjziCmWjyoG39M/jXj/gEE+OtH2gZ+0p16YzXrPiC3W28VahIk6tJcN5zKvJTgLg5+lck/4yiKo2oaGXcW9reHM1nbkey4rI1DTdOikg8uyiUPuzx/dGa0r66WxtJLllLBF3EVxN/wCNWuWXZaoFT7pzzz1rs+E5qbnI6vUH0/TrIzRWqB2ChYkGGBOBnJ6CtrSV+z3lgHdXKsu6QD881j+EbuzvfAuvarrVu10FkRCF4YLlcAfjg1q2/wAssLbSFDBh64rONS8mip80Ucv8a4SvjmWQjG9QR+Vcx4GuorLxlplxM4REkHJ+mK7H45/L4ts/VrZXP6ivLwSGyCR7jqPpVTTtyo6IvTU9G8T+FbvUfiVJAgeJLqXd5hH3QT94+ta1p8Ihd391FJ4g2eQ4RWKMd3GfXiua0L4oaxpK+XdRxX8QG1VmX5l99/3vwzXTW/xkgOTNpio3X92e/uTXNL2sXaJquV7iWPwhiuo5lOshXWZo1JjY5IPBrA8Z+DdM8P8Ah2yvLfUEuLueRhLEvG0j2610snxktVQ+TpuHPJOcc+tcd408dDxZaWlsNLt7VbYkiSP7zE9c1dOVRv3gly9GcZRRRW5kFLSUtAC9qbTu1NoAQ04U00q0AOf7oNN7/hUphkkt2dELKvUgdKhLAhcDqOtAETU5OvvTWFbPh/QJ9auwqjEAPzuf5CgCTQNCuNbuAqArCp+d69XsLCDTLNLaBVUAc47miwsINLtEtrZQqgcnuasH9aAG84IpM0pptACE000pppNADaTvS5ptACk00mg0hoASmS48iX/cb+VONRy/6iX/AHG/lQBXzSg0gp1ACg04Gm5pRQA8GnA0wU4UAPBozTc04GgBwNOBpmaeDxQA7P3TuwR0x1FYXiDw3FrEZlhCx3Sjhv79bgpc0AeNSaZeNetai2fzwdu31+leg+FvC8elxLdXQBum6Keoro9qbt2xd3rgZp56g0AebeN3J8SSjr8o5/CucH3R9K6Hxqc+I5foP5Vzx/woAQ0CiigBaKSigBDSU40lAAOlLS9qAOnfHIFAHT+CoNEudQMWrO6OxAjKHH511Xjjw1oOi6BJvunfVRMDGrS5/cnJHHr0571zXh3wTrt/Il/DZusEZDFtwXv6HrVzxt4R8QWqf2ld2Ur2zZLOHDkD8OlWtgOGBIxxnPSigZJ5bOMj6jtR/BUAbvgy5Fp4v0yZlLATrnH1r2LxNbQReK7qZblXmuIld4h1Udq8I0+f7NfwTknCODtHevefE8VoviSG6W4b7bLYxmSPHROx/OuWa/fRYTV4M57V083SLxCM5iOK8gddjsmMYJr2xVEpKuMhgVb6V43qdpJYalPbTD50faa7GtLnPh3o0enfDieCHwD4ga5gE8KbWaI/xZKgfqa1oyBGpACAcAg9KyPhnPHb+DPEMs0SSxqgyj9D8wrTU7rdCQVYpkH0rko/xJF4jaJnfHpceJ9Mfu1in8zXlFew/HiMG90Sbr/oajP51470GK6TRbC0D6CgU6gY3j0zRn8KO9FACUUUooASloooAXtTacKQ0ANNKveg0DrQB6B8PoIZtP1FZolkVnVcEeoPNYniLwhc6XLJNaxmWzZs5H8PtW78Ohi01E/9NE/ka7RsMu1gCp7GgDx3QvDtzrN4IgjJCpy8h7V6zYWEGl2i21soCgcsO59anREjGEQL9BijPrQA7tSE0maaTQAE0maQmkzQApppoJppoAQ0lLTTQAUhpaQ0ANNRy/6mX/cb+VSGo5f9RL/uN/KgCuKWkFLQADrTxTKUGgCQU4UwU4UALinCmZpwNADwKcKYDTgaAFBp1NFLmgBaXPOKZmlBy1AHmvi87vEU59h/KsDGK2/Fpz4iuMc9P5Vin+lACUUUUAFFFFABmkoooAdnA64qS2ZUuod4GVcBiehFRqCxAHU17B4P8BWGnaKms6xH5jvH5wjccKnXketJyWwHbadruk3trGunTiZxEo+ywjLqe4IPHvWpbau0Wn3NpP4X1yeCcEOGt1KAe/zVTluLSws43VQiSY8tVTDEHpx1qzf31/bS2+madcLaBo/Ou7o9R/dUemQTz7VrayA+ZdX06fTtRmgubd4WVyRGwwQCeKpdsV7v4m8Mjxhp0n2bWPtl3bkkPJIJGPtkdDXhdxA9vO8Tgh0YqQeuQcVLQDYSFmQkZwc4z1Fe86rJZXNtouphmN1eWQiBxwUUk9fXNeB8Y+blRyQOpr2bQrixvvhlaX9zGzy6XceVEyn7pbA5Hp81ctZWnGSG/hZYHQj0HT1rgfiHpqWuuRXMRZkuYllkbHyqxzwD3r0AlcbifbA6VS1/SP7d8LXFsgC3FkWuIVHJZf4/0FdSd0cVB2bTKHwtufI8NeIWMCz7IgxjYZBGQK1Ydslqp6LIgPJyVz2rJ+E08trpHiJoow0yQZCEZyMgVr2zl7SF2IDMgLDHSuWkv3kjbEfDEX45JusdDkAHNuBke2a8W68+te2/Gb5/Cfh6XGSVK5rxL0roNVsFLmkooGFBooNACUopKUUAFFFFABmgmiigBKVetJSr1oA9C+Hv/HjqP/XRP5Gux7Yrjvh7/wAeOo/9dE/ka68nmgBefWj603NGaAFzSGkzzSE0ABptBNJmgBcUhNGaQ0AJmkJpaaaADNFFFADTUc3+ol/3G/lUhqOb/US/7jfyoArZpc0zNLmgB+aUU0UoNADxTqYDTs0ALmlBpopRQBIDTgajBp4oAUmlzTM0oNADs0qdVHuKZmnp/rVHuBQB5b4kfdr1z/vVk9hWlrpzrd0fRyKzT2oAKKKKAENFLSUAJSjrTc0ooAt2GP7RtdwyvmrkfjX0f4pj2rpEKfLay3turBejJn7v418zhiGBGcg5GK9Fg+KEreFrPTLm1827sp45obstx8hyMr3rnrqWkkUj0rxACNY0NgCIhdSBz2VdhAz/ACpfFtnNd2EL28nlxTxtZT7v75I2EnqAApqKPxL4Z8R+E7meTUYraYR+Y6SybSso5GPYkCuTf4n2V54QvdNureX7dcKF81Pu5HBYHt9K0pVuf3XugcXudJ4V0efwze3eqanNBFBGgYrF91kTknnvivCdXuYrzWry6hYmOWeR0z/dLEj9Kt6p4l1XU0MFxfzy264GyRyckdDWOeTz1rVskM7fmK5wDj616J8KtTtzqF1oV9H59tfR8IzYHmL8w/kK87qW0u5bG9hu4m2ywuHVu4IrKpHmiw1PZIZWdplkhMUkTtG0LDkEHAq1bTNaXCyoN209D0cdwfappb6fxZolhr2kxpLPGPLvraNMyMf7+fw6e9VSQBk5Cn1/lSozukupx1ouL5kW9G0+Lw9qOs3Nkym11G1aS0yOkmfmQ/qR7Vm2Lu1nbNL98xDeuMYOKvQzr5L2024wynJKcOjYwGB9R/LiqsyyWciwzyecjf6idBgTgdRj+E9MjtVwg1Jsc588UkN+LrsfAHhc93LD8q8Y9/WvY/iq2/4deFSGVm82ReO3y145jAx6VVjqjsFFFFAxveilxSGgBKUUYooAB1p3amjrTqAGmgUrU2gBaVetIKcBzQB3/wAP/wDjy1D/AK6J/I115PNcd8Pjm01Af9NE/ka6/NAC5pCaKQ0ALmkNFNJoAWm0pPFNzQAtIaM0E0AJSE0U2gBaM0maM0AKTxUUv+ol/wBxv5U+mS/6iX/cb+VAFM0CkNKKAHUopKUUAOBpc0lFADhTgaYDSg0ASClzTAaXNADs0oNN3e1AOaAHZp8Z/er9RUZpU4cH3FAHlWsktrF0R/z0NUTVzUznVbk/9NDVQ0AJRRRQAU00pppoAKUUgpwoAD+P4UDcOQFyKKWgDo/AtrbXvjHT7W7iE1rI+14mPDCu38X2NvbeEfEFvaRJFFDqUaoAv3Vw3ANcV4AOzxtprf8ATUV6F40ZR4f8Rw45N+rflurklJqtZG8dYNnjHf8ADA9j60fXrSGlrrMApp9utOpp54o5mtHsGx1Hgjxjc+EdX8+Ib4Hx50bHg16tdaXZzWkviLQpfOs5x5ktsmSY3PU46/8A6q8BXoTjIAxXS+E/GOqeE7xZLOVmhb/WQOMqw9OelYVaTi+aANRmrM9HtriO6t1kifcGz83T2xjtVqCVUiME0S3Fu3DxS/zGOQafb3mk+NYVl8OzwWGqocyWsqhUfI5/DPf1qteCTTNSGmX22G82q23JIYn0NOnWT0loc0qTg7oq+L9G1TW/ClnY6Q4vLWwkZ/KkI89AR0x/F+AryGa3ltpDHNFJE68FXUgj6ivaopXhmWe3d45U+6yHkfU1oomneJpYdO1vTLe5eZ8C4jPlyA47lRz+Nb+hcat9DwHtntx+tFbvi/TrPSPFV5p9ixa3hkKRlu4rCpGwUhxQaaTQAtFJRQAo606mUuaAA0lLQaAAU4daaKcOtAHdfD8/6Pfj/bT+RrsTXFeAG+a+T1ANdnuyB7jNAC0UmaM0ALSGjNITQAhpKXNNoAKDRSGgAFIaKQmgBaSjNGaACmS/6iX/AHG/lT81HL/qJf8Acb+VAFPNGabnmloAcDThTBTgaAH5ozTaKAHilFMFPFADqWm0UAOzSg0maM0AOJoBwT7U3rQx+Rz6KTQB5TqBJ1K4P+2arVYuzm8mPq5quaACiiigAppp3SmmgBBS0gpw6UAA60tFFAG94KfZ4y0s56zgV6H47O3+3YP70u/H515n4ZbZ4p0xh2uE/mK9M8e/8hPV1I5Kk/nXJU/3iPodFL4GePd6KB3PrRXWc73CmmnU00ALTgBTRS9KG7Aeh/Cmwj1G51qBoldxZFosjO1sjBHvXXWOr6rDp9tDqVvBqyIFBhuP9YjDuH/+tXMfB+OSXUNbjiIEjWDBcnGOfWt2yjkisII5XywjAZwc5965FT56kias+WCNGG006/1Bp4NUls4pVOba/jIXeB92NzgH8KozeIZ/CQupJ7TZqDQlbP5w6EnA37hx0q3424+GWnzBV3pO4U45A2ivGPtNze3EQnmllCsAFZicD0Faxg4bsIRU3oek3HwzOp+HItTttWjluvKDzszZTf3GewFcBfeHNV0+0iu7i0k+zzk+XKi5VsHBH6V6FLHNHpL20N5exyiIxNGAoWQY6Ef161YsdSu7GyS0eTzbdlw8cihhnHb0/CsvrHK7M9ell8qkTyAoy43KeT93v/8ArFMIGWUdB39PavW/E62knhRftsUX2p8sJokC+Uo+6PfI/lXkpOTwOOw9feuqEuaNzzqlN0212EooopmYtGKUUtADaKD1ooAUUo60gpwFAHYeAWP2y8XP/LLNdt/d9hXDeAj/AMTW5H/TAn9RXcA8YoAdSZpKQ0AOzRTaDxQAE80U2igB1ITSZpKACg0UhNAC0lJRQAtRy/6iX/cb+VSUyX/US/7jfyoAod6WmmlFADgacKbmjNAD80ZpuaXNADgacDTQaUGgB+aM0gNGaAHZozTc0ZoAcDzSOcQSf9c2/lQDzTZf+PW4P/TNv5UAeVXBzcSH/aNRmnyHMrn/AGjUZ60AFLSCloADTSKU000AGOadSCloAKXFJS0bh1NDQePEWnH0uE/9CFep+PCBqOpnuUFeWaDk6/Yf9d1/mK9R8exSXGp30UYJZ4lAAPqK5Kn8aL8jppL3WeO5yPxoq3qOnXGmX81pdKUlibBUnv8AWqtdZztaiU00+mmgQClpo61JgHvzg0Aej/B9Gl1TWolYIWsGAYnpzW5YQtBYQROysyRqpIOeQK898J+Jn8M3d1KsAdLqAwtz612Glazb22j232rStUkto4wPPiGFyO+SKxiuWo33Iqx54pHSeNMH4UWp9Llv5CvD45DFIsicMp3A9xXe+KfiHDrGgJoljZCC0R92+VgZG+uOM1wAwT/EBnt3re99BxTjsdlpGuz6vfww3pQqgUlzOYi4HqwHGa3YZw/muqhIVY7I1k3jb7N/Ec1B4R8C67Eg1RI/JldGESrIoO0jng0t/BJosb2d3DPCtsDM275s88YYcE7sdK5a9O7Wh7OCxcoJuTMLxnq/2gw2kT7o1jG8Fdp6cKR7dK44+x4PT2qzd3Ut7dy3M77pZWLt9T3qua3grRseXOo5Tk29xKKDQKogcKWkFLQAmKCKWigBB1pQaMUDrQB1fgM/8Tm4H/Ts38xXddPyrhPApxrM/wD17N/MV3P+FADs0U3NFADqbmijNABQaSigAopM0UALTTS0UAJRQaKACmy/6iX/AHG/lTqZL/qJf9xv5UAUCaBTaBQBIKKbSg0AOxS03NFADxThTBThQA6jNJmkzQA+imilJoAWmzti0ufaJj+lGaiu226fcn/pk38qAPL2Pzt9TTDTj94/WmmgAFLSCloAQ0004000AKKWkFLQAUtJS01uBo6Bxr1iT/z2BFezano/9ueMZraWUx2iwRyTSKecY+7+P9K8W0Vtut2jZAIfIJr3E6xBpHix0uW8u1vrOINIR/q32AAn0HXmuKt/Eib0n7rK7WfgzULv+zpYN0jsQJncsWIHOG6lseteU+M/DJ8K+IZrHzfMhGGViMHBGQP1r1m28M6XZ6ib19XhSxjPmxpuGM9hu6H6V5v8SPElt4h8TyS2bbrePCIdvUgYP4da7fsmUtzjfqOcZppp3+HNNNIkB1px6Y/WmDrT6AHcFvQHivb7DxFpsPwz/ss3cLXnkMq2jlhvJxgZxXiUQLSooG4k8CvYNYtoZINJWSMeZFaRH5Rt+bb29K5MTPkd0dmBoe2lYxL7wzpE0N0v/Hs6JuRyM5IGcH+Vc/4E02LU/F9tb3ADJuyUPfHaujuhEuIZ5J1t9oQKnIYscfN7DOaz9OsotE1GK/0q6F3dCQrBCq7MYOCfx7e1Xh6l43NcbhnTlZI9rJQBS7LGq4wTxj34rxz4la495frbx+dErNuFu55THHGOx+9+Ndjc+JNSv7U6f/wj97b3LMFICkxY7jdjGD61ieM/hqyaFLrdjcyzTW2DcwyHLDPdT3xnFdmjimee1Znk/HUYxnk+p703NLkE/pTazFowNApppRQA8UtMFLmgB1FNzSigBc0DrRSigDpvBLbdZl94GX9RXd5/wrz/AMHEjXCPWI/zFd/2H1NAC0U3NFADs0maKKADNITmiigApaSloAKTNBooAM0lFFAC0yX/AFEv+438qdTZf9RL/uN/KgDNzS5ptKKAH5opBS0ALmlBpmaWgB4NOzTBTqAFzRmkooAdmikozQApqtqbbdLuj/0zqxVTVT/xJ7o/7IFAHmnc0UneloAKWkooADTTSk0lACiloxRQAUtJRQnqBPZHF/b44PmD8RXtWvwC51J4z90afE+MZyAorw9SVfcOvY56V0kvjrWZrGS1klj2vALcyCMB9gGMbuvasKlPmkmawnZWKev6t/aGsXk9qHitWkO2LfwB24rHoJ3NkjrRW60VjN6sQ0004000CAU4U0U4UXsF7F7SpY4NStppBlY5VYj1APSvStX8T6Rd6hPc26XarK5JVmTansPYV5SKXtWU6KnudFCvOi7wPQ2120I2mJiD6kUxNasob60mWLCwzCRsYyQAeK4EO/8Aeb8TRubOdxz9aUKChsbVMfOorM90HxM0VgCbW72kfdVlz+tVta+JulSeF9RsLO2uhcXihVd2XC4IPb6V4pubOdxzjGc0hzjGeK6ebSxxN3dxrMXdnP8AEaSiioYhppKU0lADgaWkFLQAUCiigBc0oNNpwoA6Dwg2NfT/AHDXoPtXnnhM41+H3GDXoOfmoAWjNJmigBc0uabS0AFFJmjNAC0UUlAC4pDS5pKACikpaACmyf6iX/cb+VOpsn+ol/3G/lQBmUozTc0oNADqKTNGaAFpc0lFADhTqYDTs0ALRSZozQA6ikzSigAzVHWjt0K6PpgVePSs7xA23QLr6rQB54BxRS0GgBKKKO1ACGkoNFADqKKTvQAtFHaigAo4oooAM5paSjNAAaaaUmmmgAFOFNFOFADhThTe1KKBDqMUlOFAxKDSmkNADDRQaKAGmkpTTe9ADxS00UtAC0UUUAFOFNHWnDrQBueFv+Rgth/eOB9a9C7mvO/C5x4isf8AroK9E9aAEoopRQAUUUUAJSikoFAC0tJRQAtFIKWgBKWkooAWmyf6iX/cb+VO7U2T/US/7jfyoAy+9GaaTmlFADqKbRQA/NA602lFAD6WmUtAC0UgpaAHUA02igB+ay/ER/4kMue7DNaWayvEp26I49WFAHCHikpWpBQAUUUmaAENJQetLigBaWkpRQAUUUUAFFFFABSUtJQAU006mmgBKeOtMBzTxQA+lGKbmlFADqKKKACg0UUAMNFBooAaab3pxpvegBwp1NFOzQAUUAZpcUAA604U0DFOFAGv4cOPEFif+mor0Unk15xoBxrtj/12H8jXopGRQA6jNNozQA4HmlptFADqaKXPFJQAtLSUmKAHUUgpaAClpKWgAFJL/qJf9xv5UtNlH7iX/cb+VAGR3pc0hNGeKAHZopoNGaAHUvam5ozQA8GlpoNLQAtLmm0gNAD80ZpuaWgBc1jeLH26RCP78jD8sVsVh+LD/wASu2H/AE0P9KAOOakFLQaAENJS0hoAb3pwpop4oASlFFKKAEopaSgAoooNABSUUUAFNNOppoAaKkFRipBQA6lFN7U8dKAFopKBQAtFFJQA09aKU000AIab3pxpKAFFLRRQA5aU0i0poAKUdaSlFAGpoX/IdsP+uw/rXoua840X/kMWf/XUV6QeCaAEzRQTSCgB9FJ2oBoAWg0UUAApaSjvQAopaQ0UALS0lLQAU2X/AFEv+438qdTZf9RL/uN/KgDHo6UlFACilxTaM0AOxRSZpc0AKKdmmiloAXrRSUlAD8UU3NGaAHZrA8WH/iXWo9XJ/lW7WB4sP+jWi+5NAHKkYptONNoAKaadTTQAU4U2nUAFFFFABRRRQAUGig0AJRRRQAU006mmgBo4p4pnenigB/alFJ2pRQAtFFFABmiiloAaTTSaU9aaaADNJRS0AFKKSlFADlp1NWnUAGKBRQOtAGjo7bdWtT6SCvSG6n615npp26jbH/poK9MfhzQAlJ0paSgB3aiiigBw6UUlLmgApaSloAKKKKAFpaSloAKbL/qJf9xv5U6my/6iX/cb+VAGKTRSGigBaM0lFADqBSClFAC5pQaSjigB2aM0lJQA7NGeabS0AOBrnfFh5tV/2a6AGuc8WH97bevlg0Ac0aO1K1J2oAKQ0tIaAEFLSCloAKUUlFAC0lFLQAlBooNACUlLRQAlFLTTQAnend6aKcOtAD6KKKACiilxQACloooAb3ppp3emmgBKKKKACnCm04UAOWlNItOoASlHWik70AXLH/j+g/3xXp8v+sNeXWTYuoj3DivUJv8AXsO1ADKUUUmeaAFpQaQUtAC5ozRRQAopaQUooAKcKbThQAUtJRQAo60kv+ol/wBxv5U4U2X/AFEv+438qAMI0CkJozQA6im5pc0AOopKKAFpc0maKAFzRmkooAdSUmaUUAFc54s/4+7cekQro65nxU2b2Ef9MhQBz7UdqDR2oAKQ0tJQAgFLRRQAUUUooASloooASiiigBKKWkoAKaadTTQAgpwpBThQA6iiigAp1Npw6UAFFFFADe9NNO7000AJRRSigBKcKSloAcKdTRTqACjFFA60AT23E0Z9HFepTH963rXlSNtlT/eFeqTcyMR7UAMoopRQAopabSigB1FJQKAHClFIKWgApaQUtAC0UCloAWmyf6iX/cb+VO7U2T/US/7jfyoA580opDRnFACmgGkzmigB+aM00UtADs0lJS0AKKKQGlzQAUuabmjNACk8Vy/ic51CIf8ATMV0461yviM/8TPH91AKAMftSUtJQAUlLRigBKKMUYoAWiiigAooooAKKKKACm4p1FACU006mmgBBTqQUooAd2ooxxSgUAJilFLRigAoxRilzQA0immnk5phoAQ0lKaSgB1AFApwoAUdKWiigAoFLigUAKo+df8AeFeqSfe/AV5aOCPqK9RfqD6gUAJSikpaAHUopueKBQA6gUUtABSikpaAFpaTNLnigBRS0gpaAHU2T/US/wC438qdTZP9RL/uN/KgDnjSGkozQAtGaTNAoAcDxQTRQKAFBpaSjNAC0ZpM0ZoAWikzRmgBy/eFcj4hb/iczD0bFdYOoPvXJeIjnW7j/fNAGXnmjNGKMUAFFFFABRRRQAUUUYoAKKXFGKAEooxRigApKWkoAKaaU0UAIKcKQU4UAL2oFLRmgAoFJnmnZzQAUlLRQAlIRSmkxQAhFJikI5p3agApRTe9OFADx0oNA6UUAAoHWgdaWgBe34ivUSc7f90fyry3OMfWvTo23wxP/ejBoAkFLTQadmgApRRnigUALTjTaBQA4UtIKWgAp1NFPFAAOlLRSigBabJ/qJf9xv5U7tSSj/R5f9xv5UAc1mikpaAClpKSgB+aXNMFKKAHZopKSgB1FNooAXNKKSigB3PGBnmuU8RDGuT56Fq6nmobmxs75g9xCNx6sDzQBxB9+KMAjjmuqPh7Tz0aUD03Uf8ACOWGOJJM/XNAHK7fY0mK6r/hHLL/AJ6yUh8NWh/5eJB+FAHLYxRx711H/CL23a7YfVc0f8IxB/z+H/vj/wCvQBy+KUCul/4RaH/n+P8A3xR/wi0Pa9P/AHx/9egDm8UYrpP+EXi/5/T/AN8f/Xo/4RdP+f3/AMcoA5vFIR9a6M+Fx2vf/HKafC7drwH6pQBzuKQj2rov+EXf/n6X/vmkPhZz/wAvK/8AfNAHO/hSCui/4RR/+fpf++aB4Uk/5+l/75oA54D0pcYroB4UkH/L0v8A3zS/8ItLni5X8qAMDj1pRj1rf/4RabH/AB8rSjwrN/z8rQBz+F9aOPWug/4RWb/n6Wj/AIRWb/n6WgDAwPWjFb//AAi04/5eRSf8Itc/89k/OgDApK6H/hFrrtKlJ/wi13/z1j/OgDnTx60fhW+3hO9/vxfnR/wid9/fi/OgDnx16U8Ctz/hE77PDRfnTh4U1D+9D+dAGGBxS4rd/wCEU1D+9D/31Sf8IpqHdof++qAMMDHajit4eE77+/F/31Tv+ETu/wDnrH+dAHOOeM9ulemWZJ0yyPcwLmuUHhC5dwJJkCDk4PWuujjEMMcSHiNAufWgCQU6mA0uaAHU4UylBoAfRSA0tADgaUU0U4UALThTacKAFFLSCloAcKSX/US/7jfypRSSf6iX/cb+RoA5fNGaOKQ9aAFzS0lJk0APzQDTQaUUAOzRmkooAXNGaSigBc0ZpKSgB2aM02loAWgUlKKAFzQKTilB5oAdRRkUmaAFpQabmjNADs0UmaM0ALmgGkzQKAHZpabRmgB4opoo4oAdRmm8UooAdnilGabmgGgB2TTgTTM80uc0AOo/GkAp1ACjPY0uTSCigBc+5pQT60lFADsn1oz7mm0tADs/Wgn3NA6UUAKD70uTTadmgBcnvRmkooAeKO9AoPWgB1KKbSigB1OFNpQTQA6lpBSigAFPFNpwoAcKWkFLQA6myf6iX/cb+VOFJJ/qJf8Acb+RoA5akozRmgBe1FJmigBaKKKAFzRSUuaACijNGaAClpM0ZoAWjNJmigB2aM03NGaAHUmaAaKAFzRmkooAXNLmmZozQBJmjNMBpc0AOzRmm5ozQA/NGaaDRmgB4NLmo80uaAH5pc0wGloAdmlBpgpwoAdmlzSUUAPBp2ajFOFADs0tNNOFAC0UUUAFLSUtACjpS0lFAC0UlLQAopaaDS5oAcKWkFLmgB1KKQGlFADqWm06gBRSikFLQA7NOFRinigB4paaDThQA4Ukv+ol/wBxv5GlFEv/AB7y/wC438jQBwP9v6Z/z8/+Q2/wo/4SDTP+fr8fLb/CuIooA7f/AISDTAcC4/4Fsbn9KD4h03r9pB9vLb/CuIooA7f/AISDS+n2o8n/AJ5t0/Kk/wCEj07zNvnMBjO4xkr+WM5riaKAOzl8SaahUK8sgPJKrjHtzUieIdLdM+e0RJ6PGT/IVxFFAHaP4l0+NvlaR8AD5U4Oe/PORTx4g0vAIuSMdjG319PXiuIooA7RPEmnOxBkljA+Ybo85PpxUh8QaZtJ+1ZbHI8tsH6cdT0rh6KAO0i8S6a7kM0sY253suefTilfxHpq42yuw6jahO32Of51xVFAHaJ4k06Qnc8sYAyCyZ59OOvrSN4k09JMB5HHBJROD9M4wa4yigDtx4g0zaCLnaT2MbfL69uajPijTxwBMecbgvUfjXGUUAdv/wAJFpjRk/aWB6hfLOc/lU6al56I8dlfeW4B8wQ5z+tcDX0BZP4sh8D+E5ND1OytrX+z8zRS3EcLud7Ddl+wGOfagDi2UgncrL8vPHPtxRjjt+FXtZl1GbUpG1SQyXWBmRiMMv8ACynoQR0I61R5Oc9f50AApaAKKACiiigBaKTNLQAClpBS0AKKdmmUtADs0opg608GgBwNLTM80vWgB4NKDTKcKAHg040wUtAD+1ApuaBQA+gU2lzQApPNGabQKAH5ozTaKAHA0uaaKBQA8GnCmCnCgB4pwNMFOFADqWmiloAcKWkBpcUAKKcKbThQA8U4UwGnA0APFJJ/qJf9xv5GgGiQ/uJf9xv5UAeF0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV30cWqTaVZ2z6beNm0RY5WUtGsbKCCuM9c9PWuBr1XRPE+uWOiWNtaazeQQRwJ5cSSkKBgE/rmgDR1eFbLwx4d06Vh9ut4pPNDnc4RiDHuPpgcDt7ViA/h7en1pZZZZ5pJ53aSWVjJJK/Jcmmg8dQfp2oAXNGaTNFAC5pQaSigB1LTKWgB2aM02igB9GaAeKTNAC5pwNMzQDQA/PNOBpmacDQAuacDTM0oNAEgNOBqMGnA0APozSUoNABmjNGaKADNKDRQaADNGaBS4oAAaXpQKU0AANOBpopwNADwacDTM0ooAeDTqYKdQA4UuaQGnUAAp4plOFADxThTBThQA8Ukn+ol/3G/lQKJP9RL/uN/KgDwyiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvQdN3f2ZaAdPJTt/sivPq7Sw/48Lf/rkv8hQBrEHnAwfX0oO4knHX2qhRQBfwfQ0c+lUe1JQBoYPpRg+lUKKAL+D6UvPpWfQKANHB9DRg+lZ5ooA0OfSjB9KoUUAX8H0o59KoUUAaAB9KcM+lZwpe9AGiAT2pcH0NZw60vegDSwfQ04A+hrMpe1AGqMnsaCD6Gs1elFAGmAT2NKAc9DWYKUdaANLBz0NLtPoazO9L2oA0wp9DS4PoazBS0AaWD6Gl2k9jWZSigDS2kHoaXB9DWZ3ooA1QD6GnAH0NZVKKANYA+hpQCexrKHSlHagDWCnPQ04BvQ1kd6cKANbafQ04KfQ1kU4UAa4U+hp20+hrHFOoA2Areh/KiUN5EvB+43b2rJpJP9S/+4f5UAf/2Q==", "path": "000355.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.
000356
Men Tshirts
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", "path": "000356.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.
000357
Men Tshirts
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", "path": "000357.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.
000358
Men Tshirts
{ "bytes": 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", "path": "000358.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.
000359
Men Tshirts
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", "path": "000359.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.
000360
Men Tshirts
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", "path": "000360.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.
000361
Men Tshirts
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", "path": "000361.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.
000362
Men Tshirts
{ "bytes": 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", "path": "000362.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.
000363
Men Tshirts
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", "path": "000363.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.
000364
Men Tshirts
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", "path": "000364.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.
000365
Men Tshirts
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", "path": "000365.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.
000366
Men Tshirts
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", "path": "000366.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.
000367
Men Tshirts
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", "path": "000367.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.
000368
Men Tshirts
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", "path": "000368.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.
000369
Men Tshirts
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", "path": "000369.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.
000370
Men Tshirts
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", "path": "000370.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.
000371
Men Tshirts
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", "path": "000371.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.
000372
Men Tshirts
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"path": "000372.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.
000373
Men Tshirts
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", "path": "000373.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.
000374
Men Tshirts
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rmmrY4AMl1Eld3P8ADTT3P7q8mQehOaWH4YWJ/wBbdyP9TWyrx6nL7KRwrpp8f373kDnaKaJ9KjGR5sjDuDivSofh1okJGYS592rTh8HaTAPlsY8ik68ewKizg/DHiU2+qRRRLO0Ttgh3JFeriezmGcfkaz00S0iP7u2QY6AAVYWzwMFcCuapLmd0jeEXEn2WbDPzD8aYYLM/xkUz7KAcdKGtFABBJzWdmWO+yWx6OfyqNrKHHygtThat2b9aa8cidzRYYLZRgZ2kUfYQ3IJqMvIOrtSNNIDw5FADzp8hPDn86a1lOB98kUguJOP3lH2iUEguKaEIbeUDBc4HaoQkgJBcEVObiXHGDTDO/eMc0XAgwc9CPeu88DaV5Nm2pSqPMmyseR0XvXJ6VbvqOow2scf32+c+g716tBClvCkUShUQYAFaQWpE2StzVeRcKWz0qc1UvH2QGtWQjJuZgXIzVGYB1PNPkJLkmq7vkHHFI2PKPiJ4dklP9pwIfOT/AFwH8a+prg9I1eXSdTivbdgMEBwO6+9e+XSxSB1mG9WBU59D1rwLW7BdN1y8tohiNZcJ9D0FbRd9GYVNHdHv+i6vDf6ak8TgqwHSrwkYseK8V8H+JX02UW0z/uZZAuT2NesQTMQcnvUNWZtGd0aqAE57im3JZomA9KrLNsA680POeR1pMtMh0p1liMmMMjkGtF3wOD9Kp2EaRK/ON5LHNa2n6Xc6i/y7o4u8mP5UrDnOxkySzSOFQF2PRQMmuB+IniTVtDvk0iD/AEaRohI8pGWwegFe/WWlWmnoPKiUv3c8k14l8fdIaLU9K1ZFJjlUwSMexByKtRRy1KzeiOF8CaxPb+MrOaWRneRmR3kYsSCPWvcpmzyOlfM1pdSWd4LmHiSP58evrXvfh3XI9d0aC8jIwwAcD+FvSs6sR0pdC9PGGORVby8GrUhxVd2xWVjpTHKBT1Wogc1MvaqQMmVeKmVQB2x601PlUHHFc54j8TjTmSxsU8/VJeI4AM4z3PoKpES0F8SeI2smisNPUT6lOcJEOoH94+1aPhnw/wD2Nbu07ibULg77mY9z6D0Aqr4Y8OHTQ97fv9o1ScZllPO3/ZHoK2NT1my0Wya7vp1ihHIz1b6etXe2hG+pdu9Qt7C1lubqZYoYlyzngAV4T4w8bXXiTV45Ld2hsrc/uEU8/wC9/n1qDxd40u/FFzsUmPT0P7uEcbvdvWuYBHXIA7knA/8ArVrBdzCcr6I9X8HeJ01RFsruRVvRwp7Se31rsTBG5xIgBBwwI6GvM/Bvw117xPaNqELiyhX/AFUswIMjdsD0967Sw1q98O3MeleLFkEoO1bhk+X2+boa2TT0Iu0dBb2iK4ZU5HQ1qQfaR9wtVuyhhlVWQK2RkEHqPWtRYVGB/Kt4pJGUpD9Hvpt4jnz9TXQAgjNYiIEwRVlZnC/K5/GsqkLvQEzTHSlzVAXMuOetKl4c4dcD1rHkaK5i9RUazI/RhT8ilqVcWijNGaBhRRRQAUUUUAFc/wCNNWXRfCmo3m7DrEQn1PH9a3ya8b+OuueTYWWjxtgzHzXHfA/yKEC3PGLV2mlaRsksd34nrXW+GIka78x/4a5uwhAhBI612Gh6cYbVpS3LdAa5l78rHctInWZUnG0VJxjARaVo2Y0MpXr+lYXERgbTkqR9KDLtPAal3rgjBNM3pn7pFMQpnz3IpPPYfxGmsVPYge9KQpGduaLjF+0+poNx6HNREKSRjmmZVfvZAouBZNw3YCl85scgVVJjJ+U/mKblcZyDRcCw8o44FM3K3UVD5YPPOPrSiP0zSAefL/u0ilOyDHvUWxwvHb3poL+4pATkLnpj6UmFz3PrUXzEd81r+GtIfVtUXfkwQnc57fSmtWJ6HWeENI+y2rXsqYmmHy57L2rpxTQiqAAMBRgAdqdXRFWRlfUazY7Vl6hIShFX5mABxWRdNuJzTKRnvyDVKQ7UPvVyVgoJJ6VRuGG3AOc9MU7FXMmdZJCfL5ySOa4Y+A9Y8RyXtxHZuR5hG5xjp0Neu+HNLW9vDNKmYoucdia7AgKwA+72HaqWhjUl0Pn8fBbxD5NpKjWokl4njZsbB2Nezad4W0+w0u3tZoxPLGgVpSeWNdCv1P51DMcMMVTsZq6Mb/hGLCUkoZI/oaRvCNswO24lH5Gt6JflyalxxSsPnZz8Hha0gcM7vLjoG6VtxxrGgCgKo4AHSntwKru5xjNFg5m9wll5wK5vxr4eXxX4TvdNKgzFPMg9nHSt4Lk04gL8w600SfFbwywXLQTqVmjYxuG7Hpj9K1/CHiu48M3TDJks5WxNGece4969d+KXw2bVJG1/RIl+1KP9It14Mg9V968CdWjlkU5DKxGTxg+9PcE2j6H0/VLPWrVbiwnWVCORnlfYipJEbOO/pXzza3l1YyiS0uJImBzlDXTWXxE1u1AWdorlR3dcGspUux0Qr23PYY0bNWQpBHFeWR/Fa5jGDpUR+khpl98U7y5sZY7axjtpZOBLvzgewqVSZbrI7DxF4oNtcDTNK23GqycbRysQ9W9KteHfD8WjRPqWoTCS9lGZLqUgYHdRntXkumeK7nSQ72ttEblzl55PmZj65qlqmu6nq7l76+lkH9zO1R+FWqZl7Y9X174l6XpqvBp2L256fL/q1+prynVta1DXbv7Rf3DSNn5U/hT6Cs3sOOO3PFa2g+HdW8S3Yt9Ks5JyThnxhB9TWiikZSm5PQzUQu6ouWZmwMDJJ9K9g+H/AMHZ7wwar4kTyrYHfHZ/xP8A73oPauz8C/CrT/C2y71ER32qdcsMpD/ug9a9HClic5J9apImxDBDHbwpDBEI4oxtRF6KKL2wtdStWtr22iuIW4KSoCP/ANdWkQCpMChjOFfwvfeHZTLoLG5sOSdOmblP+uZ6/gfzq/pOrW+pqwjEkc8fEsEw2yRn3H+Ga6nC/wCTis3U9Ds9UYSOjR3Cj5Z4jtdfx7/SrjNrQlxQBA6479qYkUivwcj1qjEupac4ivXN1D0S6jGCP98f1rTSYHAUjnpitFK5nYmQN3FPMY+tQeYR1OKkBcj29qTQh3ljsMUuXXoxqIyheuRSqwbvS5R3ZMLkr97n6VOk6P0NU2AHfNINr9iDUuBXMaOaXNZ4kkhyd2RUkd9GThiQalxY+YuZopqsG5BzS5qHoUmNfgGvl34m6sNb8fXZU7orc+Sh+nWvo3xNqqaN4dvr52A8qFiPrjivkq3eS7uXuJRmRmLsT1yTSk7Rua0o3ka9jHvmiiA6npXe2kORHGRwo7VyPh6387UFkb7q967i2zy6jrWFJa3OuWisXwqt900vlt1BzT40CjkVJ5gX7qZ/GuclFbyW74pjxF8HcOKu+c458lfzpou2xg26CgCl5TkD5lpGhk//AFVJcPJMPkjCY6kVFtmAB3HPuTSuBGYpc9KZtkGQVyKtp5wI+6frmp/MIHMcf50XAyWDg8J+lBVtvMZrZEkeDuRR9DSE2zD5iV+jUDMUjOchhSByB3z9a12htW/5eZR+v9KabaHtdN+KCncRkFwDlsg0cYyWrSe2QD/j6U/VKztRurfTbQz3Fwh7IiJ8zk8AAUIL2JrGxk1C8jtoCS8h7c4Hqa9U0fSodJsVtosE9Xf+8fWsnwhpDWOnJdXMKpeTgEgDJVT2/LFdMOAMVvGJm5XFOBTWYAUjHFV5ZAFPPNaE2I55SoPesudwcmp5pic81nyvmmkUVZ2BBB5B7VWW3e5nSCIfMxwAKllI3dTW94Xs8h711PPypkfrVWJk7I2tOsU0+zSBOo+8fU1LjL1Kfl6VEOGo6mN7k4HFQyLmQVMDTJPvA0wHjgClzUYalU5NNCElOFqmW5xVm4bC9apA5egCZetSHGw5piCllbCUAUZZCrcemB6V4sPhvpXiLUddtDI9nfWt6THOvzAqwyAV79a9jlOWOK4/T4vI+IGtgj/XwwXBz3wCD/IVSEeRa98IPEuj5mtUXUbUfx24w3/fJrh7i0ubOQx3NtNCw6iSMr/SvsdHKnK8HHQV574s1q58Uaq3hLQUikc8X98UDLAv90HuaYtT51fCfewD/dOM/wA6QEMe59Mc19WaV8OPDGn6VBayaPaXTR9Zp48s341t23h7RbP/AI99HsI/pAv+FID5EtNK1C+dY7WwuZmYgKEibk/XFdppPwd8V6nsaeGGwiP8Vw/zD8O9fS6RrGMRqsYxjCAAGkZWJzmgZ5NoXwM0qxuBPrGpPqGMEQomxM+h5JNeo2FnaWFsLeytYYIVGAsaBfzx1qcJz6A9cVKqgdBQND1HHpUqnFNUU6mAbjRuNIRQopAKM09c0gFOHSkAY3Zzz9arT2IcZiIR+p461a70vWndolq5zj3Ziufs12DDJn5C/wB1voanWR87d2D6ZrUurSC9haG5RZI26qw6e49K5q7jm8PuDJvuNLLYMpG57fPc+q+9bRqdyJQNEuSeG/Ol3MO9N2KyhkIIIyMdCPY00q2OtbqzItYd5jj+KnCd+5qHB9aQnFPkQrsseaW6k01nGCPXvVbefWgyH3o5BXZYSWeJspLkehqwmtKmBMh9yKzTKcYqncykoRSdKL3KUmc98WNX+36LDp1pveOU5lZRwMdq8U8o2ylOea9rvVWTIYAgjoelcbqvhS2vJfNjby2HYHg1xVqD6HZRqJFPw9B5Nn5hHzNXVQny4VGB0rPtrL7PbxRYPy9Tirbv2BGKxhHl3OltMv7U9Tj3NBjGeHI/GucHizSm+R1uQf8AcqxF4j0jaAJnHsUNcNg5jbYkAAsc+1JlcgFjWSniDSXPF0oPuDVga5pcnAvIAfdqY7o0QqnoxHvmkMQPHmH/AL6qmuqWJxi9tjz0DiplvLR+RPEf+BjFArkrR4PEhH1aozAT/wAtCfxp6vA/Qq3vuH+NJhR24+tILkXlFeN5GfejyWAOJGqziHHcH6U3ggcn8jTC5XCSnjzGxSGKYf8ALZuvrVrAx/8Ar/wowrDJBzSAqiOZQWadgACST6DvXBWt7P4k8c6VG777SK5Py9jtPBrT8ca/9ltG0y1kPmyf61h2HpXFeHtW/sjVbe5YfLGwLA9h3rpp03a5jOetj65Rgygink8VjaHqsGoWEU8DiSNlBBFazMAOKpDY2R8CqFxJ1qeaTrxWfPIcmqQyvK/vVOVutTSHNVW5yM1okAiQm4kWJQd7kAV3FtALeKGNf4AA1Yfh2z3O143QfKnv71v7sOue5oZjN3HyNg1HnNOk61H0pEk69KSSmqxxQ/NVYQA1IlQjOKkziPPegCtctnIqqgOcmpJ2yxpEXNVYCeM5FRygnvUqjC1BI1JAVynPvXKa2r6b4qsdTKE2ktu9vO4H+rIO5SfbtXYIu4/pWN4jgNzAlosbN5jAttPIx0p9QOY8QeLzcxR6J4blS61W8Xb5kbZW2jP3mY9j7V0PhTwva+HNKjtYiHkY7p5mHzTN/ePtntS+H/DmnaJGUtLOKHP3mVcM59SetdHGCTk9aYh6rjpRin4xTaQxrUYyKU0YxTATGKeBTetPUUgHgcUuKAKUUwExSgUtJnmpAeBS4pAeKXNADScCmbvelc1EDk4oAnQBuTUVw0bo8LKGDqQeMillkEUWM8mq6HIyetWkS2c7ospsdQutAnO37P8AvrVm53QH/wCJ6VumJCvXBrn/ABWv2K80jXkHNrcCCf3ifgg/jzWweGxuJArWBnJitEygkAEVXZhnDDBqQswOATimu285Oc1vFMgiYD8aiZiKlIOc5qGTmrQiNpSDVG5m4qWVmBxjj1rOuXIoZaKNwd5qi8fPSrckgPSoid1YT3NIldVbOO1RSWwPKnFWyhx15oCcYIzWbjc05rHmaXSFQMqW9dpo8+NAMyL+NRNpDhwT5oGfSl/s9lHLMcHrtrzOU6LixyR5L/LyewNHyyOcbB+FRNaNnIZhg9SpqP7JIrEmbg+xo5REzNHgqzJg9tlAMKLjcoz3xVcW0+RieP8AHNSCCcqfmjYD35o5QuPQxHlZz+ZFOMjIqn7Uw/4GRVfyp1Odgb6Gms07kKIHLf7nSlyhcufa5woKXjj/ALampF1O9RPlvpun/PY1n+TNgkxEE9iMU3yJd2BCvGO/WjlHqa66zqCxhjqE/wD39NRP4h1NPmF7KfTLZrPZJk6AqP0qlcSsTtJyRVwp3ZEp2I7u5kup5JZnaR3OWZupNZ8h2uSPxq0zZqpIOTXVa2xz76nceA/iDJ4duhb3TlrCRhkZ5jPt7V79p+s22p2iXFtOssTDKuvQ/hXyEQQa29A8V6p4dnVrO4Ijz80bZKt/gaiUeqNYTtoz6oebdnFU5WBNee6B8U9N1ECG9zaT9PmPyk/WuwTU7ecB4pVdT0K8ikomvMixJx3qCOFp5liA+8cE+g70k1xEqbmkVR6scVyB8e29v8Q9H02zmV7QylLqQdGLDCgfiasUnZHsVv8AZYYEhWUDaB3qbfGSuGyM8VSmtIWJABHvVYxtbMCrZXcKkxNtue3SomX2qUtnNMbpTsIappzdKjBpSeKpIBwpJD8tIjc0yRs5FFgKkjfMamhBK5qLHzHNWYx8oxTYDicAVWfmppGIFVSeeaEBS1jUhp1svzBS3U45xnoB3z/SuN8vUrjXotUuLxbYhlSK2V8rKOeT71b8X6sq6olraT/6faRCYRMQFdWJB5PcDn8ar2cEWoX1vNeQsZwyJbBznJA6gDIz6mjqB31ofNt0f+8MniraLTLWHyoVTdnAxmpsYobAaTSUpNAFCAbijFOK0mPrQAqjmpVFMUc08A0APApKXNFADDSDrTjTcUgH9qYxo57009KAGs3FPiQHk8YqPBY4p88ghi2jqaYmyvI3nTZ7A089ajjTC5qSrQjL8RWf9oeHNStQPmkt3C+xAyP1Fcl4b+Iehalp1rFcahHBeLEqypL8vzAAE5+ua9AZFkBUjORg/jxXhdh4N8OatBf29+JoNQtr+aAyxt23ZXj6VcU76ESPYY54LhQ0EiyKf7h3fyppX689O1ePH4eeIdMPmeHPEgYf882cxn8qD4n+Ivh3C6npzXUS9W8vdn8Ura7juTZHrrgqefyqtK4AOcivPLD4yWRwmo6fPbt6odw/I1t2vxC8N6hwt+iMeglG2q50CRtzOxHtWbMS/FPGqWVwu63uYZAf7rg1A8yk5AOPak5ItIqvGR0FMIwOlWSysT2qN09OazbuWQgFjuHAqQKTT1XAxipUQHgii4HPz6pCw3fZomGO1RQahpks3lPYRq+OPeqGnyCN/LuAGj/vEc02/tY1fzreTndkY4rzjpNCY6Ysvz2e3PHB4q1DZaVMuRCuBzg8GqDW/wBus1OdkgGCM4zVTTIyk7LKzBQccH3pWA0zZaW0hXyyCPy70reHrCfGEP1U1UvbSS2k4l3xcgEfXNVbe7uLe5C+cQOvNGoE9x4WjckW8hXHY1hX2kappZM4RmjHXHpXbGGdSJBcRMCoIIq7BHeN8kgjkjbj5qAOP8O/2bq52XClJRxj2rSufDenQXEivcCNFG4Me4qnrPh+fQ9ZhudnkwXB2q69FY1l+L9WjuoLZYspM8ZEy5+7g4/WtFG+pDkc3qFyJL1oYXPlgkhvUDis58g80OcLE4/h4P0pZOcmtUtDFu7IGNV3NTNUDigRGTTWpcUhFACBiPX61dtNX1G1TbBezxr6BzVKnAUDuaE2rajcjE99cOPQyGut+GHhOfxL4pjunyllYMs0z46sDlQPXpXI6Xp13q2pQWFkjSXE7BUUDv619ReFfD0HhLw/b6bCF81RunkH/LSQ9TQM6JnDAFTj1qpcOQnP94Uvnc1VvZdsB+tS0M6AHIB9qQn1qMP+7T/dH8qQscU7EilhnilY/LUAPzVKelMBofb359+n415B4v8AjGum+IYrHSEE1tayf6ZKw+/6hfpXrpOCeM182/Fzw0dC8XNewLtstQBkQgdHx8wP5igEfQ2l6ha6tpttf2j74Z0Dqc+vatEHC8V89/CDxwNIv00DUZSLC4Y+RIzf6pz2z6GvoIZxzjnpigYj8g1DtBPI4qV6EU5BoAxU063vRfXF1awy+bMI0Eig8DArWhtYY5khtokjhgXauwYGT2+lLJauxURylVznaB3qzDGsShRz7nqaVgHKB2FBNKaTFACd6cKQCgCmA6kxzTsUAc0AAFLR3oyKAHDrRSA80uaAGmj8KTPNFIAPSoyaczVEzU7ASR/eJPQVWmbzrjHYVM7COD361BEDgk9TTSJZKBgAUE0vQUw9apAOXk15BdQw23jTxJbHKk3KTgHvuX/61evL1FeH/FG8bRfiDPKOBc2sTjHtkVpCXLITV0bKGRcmKZgvoDViO/voAFWdiPQnivO7bxgUb5s1vWXiq0nAV3w1dqqQZlytHSXRstQ41DSLS5Pdmj5/Osa48I+FbwsV06a0Y8Zgl4/I1Yj1q3IyXBPrmrEOpW8hxuHNHJFiu0c5L8PbTfu0/XLm3I6B0zj8QarN4Z8U2OPseuQzqOgaTaT+BruI7iIj5QuPY04+U3JAqXQix87PPpb7xtp4/ewecPVU3D9Klg8UeKNmW0SSUDusZruXiQEFGq3bSxFDHJkD1VsGs3h0P2hwI8dajBxdaHMp+hH9KsR/Ee1X/W6fcKfb/wDVXTa4t5psJuI5PttmR/Fy6VT0jUNMvzsnt4y+ejqM1Ps0nYvmOesZwxWM/eIAP5VJPFNFJvHUtx/+qsK2uijKd/zZBJFaseohwhIDD5hznivLOw0GuGuotqqEbHy46rUEE0tvKu+MFj1zUT30Uc25QMjgjt1wBikmv7d1dGALqpyw5GPT3p2FcnuJw22RN+0t3bp+FTWlzDOR5kO8AYPrWRa6hGyeW4B5Bz7CrEV7FFcZYAHdnj0oC5fuYvJvINvmfZ3Xn/ZNWLozW6BrW6l2gZHWpJ9Tt3iQ4XAIJq5NqFq+mqUVQAe30pDOV17Xb+TTGtLht8eQyls5BFcTc3DzO0kjFnOMk1t+KtUW8vlhgwsES5yO7Hr/ACrm5GwnFbQ2MJ7iFsrgnAbqcVZk0/UrSwhurqznjtZziKZl4etvwJ4Wl8XeI4LHBFqg8y5f/YB6fnX0xqPh7S9T0QaNd2yvaBNiqBgpgcEehqiD4/kB5NQEV23jj4f6h4NujIVa40yRv3VyoPy+gb0P1ri2FAyEjmkxTzTCaBCYpVpB1q7pWny6rqtrp8A/e3EoQe1AHrPwY0JbXzfEd0mHbMVoGH/j1ezreJMMSID7iuTsNLXTbC3sYCBDAm1AP51oRvJCQM5Wq5QNp4I5BmKTb7GsjU1migw6HHYrzmplvQeDx7U2W8yoXOQSOD0qWh3N+IhoY8f3V6/SlkPFCkFV9cUOOKARCuc57VNn5ahHWpG6UARsa5Xx/wCGB4p8J3Noig3cQ823OMncO34/0rqT1pyqcjBII6UCsfGjI0UpjkDJIjYYZ53DrX0L8KfHo17T10fUpQ2o20fyOx5mT29x0/CuG+MHhA6NrZ1u1jK2N8wLhRxHJ3H9a89sNQutKvor6xlKXMLbo2B6Y6/nQM+xduf8fWnqOK53wV4rtvF2gRX0WwXCKFuIs8q/fjsK6Ye/8sUAIKkUYGaYBzUnagYxhzS9qKM0AJ+FGeaMGgDmgB45paQUE0AFNIpaQ5xQAg604mm0UALmgnimZoJ4oQDXbFQI2+cL270+U4BPoKrWzcPKe/Ap2FcmupN7hR6/pUsS4HFV4k3yEmrZHlrQAyRsUwGmM+WoBpgSL94fWvEfjva58QaZMn3ntWB/A17cg3OK8m+NsQbUtHOOsUg/lT3Yjw47wO9KJXByCR9K1ZrIdhVY2hBxinytPQdyNNSuEA+cnHvViPXLpCCsh496hNmzUw2TDtTvNC5Ua8Piq9TgSHP1q9D40u0A8w7sVyjWzqemMUnlv601Vmg5YneQ+Oh0ZeakbxohYEHn6156EYtigo4yeapV5oXJE9TsPH1sMxTjdGw2sp6EVlau0cM4msHARhuiK9cHsfpXn43j1/OrltqU1u8auxKq3QmlOs5LUEkmaMc6qB941J9vKIQSMZ7Vj+eRUTzE1xHSasmonzN69e319aEvmAY5yWrIMhOOacsuCKYjYS7KAY7DFPlvzJt5wRWKZj2NJ5vHWlYZsf2rIAF3cZqb+25/IMe84ycVgLIBnJqWNtynNNRJbHysWYkkksajlztx+X17UpOXFdt8LvCh8S+LIpriPdYWJ86Xjhm/hX+f5VqjM9g+FnhRfDPhSJ5VH2+8USztjkA9APwruCTnpSgbVxgcelNpiIbu0t762e1u4UmgkGGRxkEe9eF+Nvg3cWbvf+GgZ4eWeyY/Mo/2TXvBbA61BI/oefUUBc+MJYpYZXimjZJFOGVhgg1CRX1V4m8GeHvFEf8AxM7QLMB8txB8kgP4dfxrzK/+CB80nTvEETIf4bmIhh7ZFFhXPIcHpXp/wf0I3GpTa9LGfJtFKRN6ua1dL+CMEcyS6trXmRryYrZCCfxNel2un2elaZDY6fbiG1j+6g6/U+9NRAeuOp5pXb5e1P2gKKryEkYqwIJW2HNVvOYTxKTnc4AH41NcZJCj71ZMd0v9rWsEfzlpQGJ7fSpGekJ0H0pzfdpidKceRioYkQqfmqQ800jbQDmgYBcmpQKRFqVVoAy/EWg23iTQbnSroDZOuFb+43Yivk3VtLuNF1a6027XbPbvsb39D+WK+xzXkfxo8Hfb7BfEVlEPtFvhblQPvR9j9aBnlngXxhP4N8QJeDL2cuEuY88Ff734V9T2N7b6jZQXlrKJYJkDo/qK+MOTn+R6Yr1L4S/EE6JfLoepyk6dcMBC7HPlOeg9gaAPocU+mKc4Oc575zT6BXENNFONAHNAXCkd44oy8jqqjqzHArjPF3xM0PwojQmT7XfgfLbxEEj6t2rwfxT8Qte8VySLdTmCzz8ltAdqj6+poC59WqQVBBBB5BpDXGfDDxJ/wkXgy1eR83dt/o849SOh/KuxJoGLTGfbS5qN+aEK4nm89aBJULKeoqIuVPJqrBcuhs0pPFVElyetW2x5QPrRYRUu5hHAzHpUMRxEFA96h1BwVEfUswq3bRkgHHOf0oHYtW8eADSXEmB1qaRhCgFZkjs7EUWAFYs1WAKZDHgAmpeKpCJIB8/avMfjVEv/ABJpu/myJ/47XqVsuSTXl/xtkC2Wj/8AXy3P/AamHxCZ5LtB4prwdDSRygsKnD5Fd1kyWQeSoNOMCE9etTBcfSgcNkjI9aOVBcqvarkkjioxZoTx/KtE4x04pqFRzSdNBczmsQegpBZjpitUoO3FKY8rxjIo9kguZB08HjFUNSsjDHuUdK6M4IzxxUN7Cs1q3GSamVFWC5yRemlqj38CjdXnHWP3U0yc0wsM9aYzc0CJfMo8yoc+1KWwKAJBIWcAd60UGIwAOcVmQfNMK0gR5YPftVIzk9R1tBNeXcVtbIXnlcRxqB/EelfVfgbwvD4Q8M21hGAZyPMnfP3nPX8q8r+CXhMXt7J4kuo/3VsxjtQR/H3b3xxXu5I54xVEidAajZqGaomamJg7cVBIeKHeoGc5ppCIpQWqAwZO41MzU0txiqQERT5gtLLEwIHanRndMFq2FB4amxoo+Wxpklvt4x8x/StPygq+55rG1fUI7aKRVcbj95ielS2Oxj6ndLCGjibJH327n2rntHmSTxVYQFhvMm7bnk4Fcn4u+IcFpI1rpjCefJDSfwqap/B+a61b4kG5upTI0dtI3PQdBxUtgfSUQLD2qQrinQqAtDH5qQETDpSKvNPxk08LQAKOKkApAtPFAthrVFLDHPGYpVDxuCjIe4PBqU03FBR8qfEDwjL4R8RzwImbGZ99s/8Asn+H6j+tcqRx1PPPFfVfj/whF4v8NyW2ALyDMltJ3B7j8a+Wri3ltrmSCZGSWNirqwwQR1oEe9/CDx//AGtaf2Bqc/8Ap0C/6PI55lT09yK9ayK+LbK8uNOvIb20kaK5gcPG69Qa9oufjqg8NQm0tBJrDrtkDH93Gf71AWPVdb1/SvD1k17qd5FBEBkBvvMfYd68K8Z/GPUtZMtloebGxPBl/wCWsn0/u1wOta7qXiG/N5ql29zMehYkBfovQVnZxQFhWYu7M5JduWY8lj6k0n16d6BzU1rZ3N9OILWCSaU9EjXc35CgLHdfCLxP/YXi5bWeQC01FRE4J4EmfkP519KFgRmvnrw38GNZvmiutXmGlxDDKi/NL9faveoUMNvHFvZ9ihdzdTgYzQBa3A01ulRh6kGCKaQMhJ4NV5gOtPkYqxFQO2RVCEVsEZqw11iMBetVKDwuT270MZU8w3OqPH2iHP1NdFEFggDnGcVzugATmS4JyHdnLevpWvNI074HAqQI5pnmfg8ZqWGDAyetSR24Qcipu1O4EZ46UY5p2Klijy3Pak2FiSIbYia8Y+Od2F/sWDPWd2/8dr2a4kEcZAr5++N87S+JNMg/552zPj3Lf/Wqob3EzioWG0HFPLlX4PFU4pMd+Knl+aDepwa6osmxd8zMYNPB3LVKJy0QqaNj3rRMkse1Az0wMUgNJ1PFWBJu5FPRsGoOp608HFFwB1w2R0NMJwdp6U/cd3NQyN6ZoYjiM+1ITmkINGK8c7BPpSY5NKeKAcZ96BCZoJzQetJQBNAcSZrV0u0n1S/ttPtlLTXLiNcDPXvWPHneBnFe6/AzwgZC/ia8iwq5jswR19WH8qtbGctz17w7olv4d0C10y3VQsKAMQMbm7k1eY1K3AqBzxTQiNm4quz8U5361VeQ9KpEg71EXprvULP71YEhcGo5JMDioy/HX/69MUNJeRxdcfM3sKAL9hA2DKw5J4qy2ApOdo9TTZLtII+grg/Gnj6y8PwMJpDLdsPkt16/j6VLYI39f8T2Oh2D3FzcLFGoxuY8n6V8++L/AIi32vyTW9ozW9iW7H53+prA1/xDqHiK9a5v5mbP3I1Pyp+FZB5P9ahlif5+tes/AK33+LL+X+5aD9TXk44r2/8AZ7tf3+s3WOyRg/hmgTPeRwtRk81IRwKTbzQJCAU8DNOwMUuOKBgBxRSZxSZyfegTCm1JjoKr3Vxb2cDT3U8cESfeeRsAUDJRntkEd68I+N3hWCwvYPEFrtQXTeXcxbgCW7MBXQ+KfjVptgrwaBH9tulyPPcERofUf3q8R1rXNS8QX5vNTu5LiYngv0UeijtQB2Xgjw9p9lpcni7xLC0unxv5dnagZN1IeOB9c1qeJLDwr4h8Ban4g0XRX07ULKURzREEEZPcVY8N6XeeKvhfpdtpFzbDVNIvnliinPDAknBH403xPdR+B/CV/oV3LFe6/rjmW88s4WEHoBQB5Ac9f1qxZWVzqVyttYwSXEzdEiXcf/rVBEER0LgugYbwDgsB2zX078NbnwreeH0k8OWkVtKuBPH/AMtUPcsepFAzz7wv8EL26WO58RTi0iPJtYsF/wA69i0Twvo3hu3EOk2EVv2ZwMs3/AjzWsDx1PT6UgNAgYf/AF6jZfeputNK0wKxODU0bUx15pFODVCJpIVcZ71Ukh2g1eV8imuoYUrgZB4OKr6jLJDplxJCMyhDs+tac8HGQKzL47I40P8AG4GKGxkui2hstGtbNjmRYxvb1bHNbMUaxqOORVSyQ7AWH0rQAzSAbRjNPCEnpUioByaQESR5PTipmIReKC+OlQSOcc0DZWuJC7YNfPHxeu/N+IckOeIbSNfxJzX0IzAt1r5g8f3BuviLrDk52S7B9AAK0WhG5jK9WVctEVzWbvx3qeOTjrWikNouxOcY6VZjznrms9HDY5q9G+B1rWLJsWlPzVIahTJwasAd62RIzbR0NOPFMOCOtAAT81J2NKOv1pHBoYjiDjFJxTSTRn3ryDsFIpp6UuaKBDe9LRSE4oA2PC+hTeJPEljpUWf38gDkdlHJNfY+l2FvpWnQWNrGqQQIERV/Wvkj4da6dA8c6bdnAjeTyZCeyt/9fFfXSyqAQh4HvVx2MpbkkhqpK+B1p0swwcmqE04PerSFcJX64NVWkpGMj/dUmnpp9zJwSFB9aoRWeTgk8UxFknYLGpOe+KvPFY2n+vk3v2VeaZJqbKCIkWIdOeppgVrry7BBvHmXLcRoOcGn2sLW8LyTNmZhucj/AD0qtNPBYRS6lfzJDEgzvkbr9K8a8dfFifVC+n6EXgtDlXuSMM/09qTkgOg+IPxMj0x30/SnWS+IIeQHIi+nvXiF1dz3ty9zcytNNIcu78k0hyWJYliepbk5+tIeazbKSIzSYpxFNpDDFfRHwBtwnhi9mIw0l0Rn1AGK+dzxX1H8GbQWvgOyPG6UtIceh6UyWej4yKTvUgHFMYc0Ahe1L7U3r6ZHaqepavp+jwGbUL2G2QDOZHAP5UFFtuDUNxdQWMLz3UqwwqMtI5wAPrXlniL44aZarJDoVq99KOk0gxGD/M15B4g8V614onaXU72R0PIgQlY1+goJPX/FPxs0+z8y28Pw/bJxwJ3H7tT7eteP674o1vxHM0mqajLOpPEYOEX2A9KyMZ+gHfgVe0vRtT1qbydNsZ7qQ8YRDgfj0oAzjjIzgen/ANYU6G3murhYLeF5ZnOBHGuSfwr1bw/8DdVvCJNau0sYTjMUXzSN7Z6V6/4d8F6F4Xh26bYxxzYwZ2G5z+PagZ4roHwc8TS2U17Lef2ZP5ZaCAMQ8jf7XPArzjU/ty6lOmpyyyXyMUlMxJbcPWvs4jPJyce/9a8q+Kvw5/ty3fXNJjVdShT94i8ecg6/U0AfPfY45HrWloWvaj4c1SO/024MUqdR/DIPQjuKzWBU4KsD0wRgj2ozQB9T+B/Hdh4008NEfJ1BF/f2zdc+o9RXWZr4307Ur3Sr+K+sbh4LmE5R0OPwPqK+ivAXxJsvFcCWd2UttWVfmjJAWU+qn+lMTPQFp2M1GDg4qVTmkNDSme1RNHjmrJNQyyBVzVoGRq2OtBmAHWqc1yAeDVKS6JOAaLCNGW6UCswyLdavDERlUBY1WluSAeadpbBpnnI5JwKmwHVxQIqj0FSgItUknJQc0u5mbGaALe/PSmliTQAFUUwkUhocTVK6mCrgHmrRORx1qu9pvJJ5qlYGUFYlufWvlvxFcLP4w1mUHO68kwfxx/SvqHVpk0vSr2+YgLbwNIfwH+NfIklybi5edzzK5dj9TmqbEhdwqVCcdag71IhqUyi7CwNaEAyKzIsZ4rTtsnit6bJki7HgDFTq2RxUCqBxThlDXQnYzHsTjFVnyGznipGkHrUEjZzTb0AcX5zmn+buwuazZJSDTVugDnPSs+cdjBZM0zyyO1Wjtz2pAoIPzCvNOorbeOnNLtAqwWQAbeKru+TQIaxxUTNk05jmmYoC45WKMrqdrKdwPoRX0r8PfiBb+ItDggnmCalbqElV+C/owr5qXNTwzy20yzwSvFKpyrocEVUXYiSufW02pjON3Q81ENTjQ5KFjXgOl/E7WbKNY7tI71R3b5W/PNb0XxcsyB5unXCt7MDitOZGdj2Ua/sXK2+Pqaqz6xd3Qw0vkxnsvU/QV5NJ8WrNJVB0u8MZ6ncoNLF8Vbq5mVdJ0aOBc/PPNJvcfT0p8yG0ergpbR+a7BAeSXbDfXJrkte+Jnh/Q1ZIJDf3YziODlQfcnivJvFGtajrN4/m3FyyZ+4GIU1zJtnXgqQtS5AkbniXxlq3iq5D3suyBT8ltGSEUf1rAHFP8ps9aDEajcuwwCkK1LsxQVNArldhSGpmjOKjZSKYiJ8hSRX178Orf7L4N0mLBBW1XI9zzXydZWzXd/bQLj97KiDPucV9bjVdP8K+HGvb+Xy7a3QRjHVmAwAKYHVF1RGZmUKvU7hgfU1w3iH4r+GNBkeAXJvrleDFajcAfdugrxfxj8R9Y8XTGJJXtNOBOy3ibBYerEda4k4Tjpz345/rQI9P1342a9qe+LTYI9OhPG4fPJj69BXnd7e3mozme9u57qU/xzPu/IVd0nw1rOtuE07S7qcn+Py8L+Zr0XRfgTql0UfWdRjtFPJig+d8fXoKBnkTMMgMcntkfyrpvDvgLxF4lZTZWEiQH/lvONiD8T1r6C8P/DHwv4f2vDYLc3C9Jrn5z+XSus8sKoRVVVHQBRgfhQB5b4a+Cmk6cyT61OdRmHJiA2xD8O9em2Vja6dbrDZ20NvGBgLEoGKkA5/rTxxQA7GBgHHrx1pc+lN70tAIQ0jDI69sD2p1J7UAeJ/Ff4aeYZfEWiQfNybu3jH3v9sD+deJbeB/hj9K+2GUMpBCkEYII4NeGfE74YSwXj63oNsZIJmAntY15Vv7y+1AHjYHseSAMc5r2P4afC2dpbbXtbEkQU77e2BwxP8Aeat34d/CiHSPL1jXVSa/xmOAjKw/X1NeriIenWi4WK4RqkXIHNWNlRSlUXJNC1AheQKM5rMubrPANOuZ92QKpbCWyapaAN+ZuSail4XgYq2qY96r3HHFO4GTcM27A78VpaJiW2iK8g5Oay70lYJXH3gOK29AhEEUcPooOP1obEbUcRUYq1Gm0ZNCYRctxUMtwoOM1Ix8sozUDS81DJNuOaYXoEWBMFarUcwYVmb80+OTaetMDkvjFdPZ/D68VGKtcukII9Cea+cNEjt212zjulH2cy4kHoMV9O/EjTV1r4f6kjffgQTpx3XmvmK1hIuhu7nj6UgK0zIk0ihvlDEA+2ai89R3rcu9JsImIjRuefmNU/s8K9IxSsyiiL0A5GfwqxHqpQjAaplj5+WNPyqVYpeyIP8AgNWm0Aia6qnmNj9BVhPEMfO6F6gMdzngLj/dFNbzV7Kf+A1fPJEWRZOu2h52SA/SmvqVlJ0kKkjuKosXGfkUe+2q8gDfeH6UOqx2LM1zG33JM1UeUjv1phjQ9qkijiJKkckcVnztjsM3rnkPnHTaaaWj3YywPpivS5tS09DiJw390lBVK711IvmTyiQO8Sk9PpWFzWxwLMmcB/z4qPCnkOPpmuqbxhKJGJsLCQYx89uP6VEfEdozl59A0tjjghGH8jRcTuc0Yxj7y/nSbOe35it59b0lid3h+15/uMw/rVSS/wBNcMDpcaemxif5mmFjO2HHb86Qrgc8VaeWxkOFtio9z0NI0Vtxt9OaAsUi2OBkj2rQ0uGGJpLu7TfHEMhPUnpUDREH5AMVLDNMkxjSNZDMuwof5j3ouKxXuZ2uZmcnIJ6DsKvadPeWVqTBJH8/GMZNVVtbhyFS3ZWPeu08M6FPBB5skCgLyXcUc1h20MYDxJfwCNLeRYgMkrEF4+tZM2nTJkzzqpzyC3Ndf4m8W3kyGxt5RFCnyny+M1w8kpkJJOfrRe4rA8YQnbLkUzzWUY3UYJoEe7vTCw77SaQ3BI4WlW3LEKBWhFYpFGC+Nx7UXFYzWnbB+U1C7MRnvWjNEuCAKplQFzimmJnQeANOfVPHOmQYyqSec+f7q813nxcu7671vTNGhWSSLyvOjhjGS7lsA4qr8ENL83WtR1F1JSCERBscbm6/pXtmnaFZSa4mtyor3cUPkR5A+UZzmrSJZ5j4X+CN1eolx4gu2tVOD9lh5fHue1em6T8PfC2iAfZNJgaTu8w8xv1rqlAI55pp64pDGwxRwoEjjRFHRUUAflUvbHNNAp44oAMZ60bRRmlzQMjK+lJg1ITTTzQA3mloIooAUUYpQKcBSAbj2o2jGOn4VIBS8etK7AYFzS8CgkVDJKF6mnuJsdJIFBzWVdXOcgEUtzc5zg1QPztVxVhBgu1SbeMAUqIccVKq4oYERUAc1QlyzH2q5cNnAFQbeDSGY11by3P7iEZkcgL+dddaWiWgDMQ0uOfaudt7lIdesEbrJKQB68GuuaDcdy0wK8szN61CFZ+dtWxBgnNSqgA6UgKHkuf4aDC3cVo4HpSbeelFwsZvkt6U0wPngGtURA84p4iA60rgcv4kc23g7WXl4QWcgJPqeBXzBFcJ5Ue5R5mAM5r6H+MmqR6b8PryLcPMumESL3IzzXzLC7PcxjnAOKaEazzeY+TTVQk9KkWHPPap40UEZNaRjcbYJb89KtRw4HB5pIyAcDnFThhW8YEcxH5PPTJqE2/JytXFIByKecGtORCuZMtpuyQKzp7VgTxXSbO4Gagltg/IrOVK41I5V4ipwaYMgniuim0/dyBVCXTmB+6awdJl8w/7Q2Mg/hVS5kJjbJ60qhUOWLZqG4beeK5TYpsMUZOeafimlaBXGGmkYFSbaUJnrVJE3IgGHSnAkdamwBUbKTRYLieeQan0tzJq8WckngfWq5Tg1f8ADcYfX7ct91CXP4DNFgudHd6tZWutR3CRrtjjUeXjjIqjqfi++vGkVD5UbDG1TjisO+Je8kbqCeDUCISeamw7g8jSMSXJJ60ipUqxgHpThgdqaQriLHxTwnoKBUikKDiqESQqI8MeSKe0pbc2eahD8ZNNLZPP6UADZI5qqw9atMaryKW+UDJPAFHUTPfPg9pxtPBIuWGGvLhpP+AjpXp2l/c/E1z3hnTf7J8KaTYd4rZS31PNdDpn3PxrXoQbCfdpjD5qev3aaetQMWnU0U7tQULikIp1FADMUuKdigigBuKXApwGaMYpAIAM07ikxSE4oAdxTWfFMaQDvVSe5VcjNO1xEs04jzWbPcljwRUc0zO2cmoiC1UlYHqNbL1Kic9KVEqZV9qYhFUikc7RUh4X3qGQlj1pMZXYZOTTJBtiLZqYpyBUV3+7gYd8UkBx732fid4bsM5b97Mw/wCA4Fen28mVCmvC9Ovvtf7QdkgOVgiaIfXbk17UjbTmhq4jRKUmw0RShgKlpFIi2GnhQBzQWAqtNchR70ATlwo6iq012qA81QmuyQcZqjLM3zM5IQAkn0AFUkSzxf44eIWv/EFnpEbfJaR75P8AfbkD8q80tF/eL7GtHxTqi6x4p1O+Bykkrbf90HAqjafe6c0dRo1VcAipSwyCKpB8v1qcP8tdEWJlpWA5FPEgzVUSU7PfNaJmbLqygU4NuwapK/zVODxVXAsq2cinoQTg1CjACn8dRVoCQDqKY0YJ6U0PjvUhYd80WA4lm5prPTfrSFa8mx0NgXpu40Ec0YoEG6jd70hoxxVAO3e9IWpuB2oxQApOQfpWt4cTE1zcj+BCo+prIPEZx1IxW5pK/ZtHllJ5lbj8KBGdOo8w4qMcU6QksT61Hg0hodml4PU00ZFFAx4KijdTMHNPApAKKcBTOc08CqADWt4Q0k634z0uw25V5hI4/wBlfm/pWSelenfA7ShP4kvdWZCVtIvKQn+83/1qaIZ7a6jc2OFUBRU2ncJ+NIR+7Y/WnWH+r/GrINdTxQetMQ8U/tUFAKfTRnNPoKF7Ug5oozSAXB7Uc96MikLYNAC9qSkL0xn4zmiwEm4DrUMkwAPNRSz7RWfLcFuKpIRPPdZ4FU3bdSZzzSqm6qEIFp6x1IkVShcUAMVB6U7binUxjxQAxzUainnk0uOKljRGq7nNUdXlEELyMeEUsfoBWnAuQTXG/EvUv7N8I6nMrbXMXlp7luP60hnkfw+v3vvjJZXrdZ7iX8sHFfSFfMPwnB/4WZogP95v/QK+oFXJxTRDJYiy4xV5WJXmooowFFPOM0MaI52bGFFU3hdjk9K0lUHmnFAaXMMxvsuetc944kk0vwZqt5EcMlswUjsTxmu3aIHtXLfECwN74E1mBAS5t2OB6Dmq5hHyMiFcbucirlv8vPvUG/eiBcgkc1MxEe1fQUkUWfM+cVKH96zhL82akEvvWikFi8r5PWpg/A5qgslTxvnitEyGi2D3qwH4FVQRipEfjGa1TJLKvzUwcVVUY5p2TVpiLBYdafu5FVt+OvSkNwFGAc0cwHKUGj8qM15huNxRj2p1GKBjMUU/bzS7aBEdIVzxTytOAAwfSmIrzZyqjqK2ZT5Okxw574/Lr/OsiECW5U9gcn6CtC4l3hEHRR+poArYz1o208DilFAxm2lC/T8qdRQMbinAcUUuKLCExTgOaQdacKAI5TtU19FfCTR/7K+HtvcyLtmvS1w3HOM4FfPdpZy6rqdrp8I3S3Myxj8Tz+lfWttapYabZ6dFjy4IxGMegpoiRPIu2AfSnWP+rFLNymPQU60GEAqxF9OtS9qiTpUvaoKAGlBpo605etAXFzQTTWOKAeKAuMaXmk8zNNcc1H0osFyVn4qvLNgUO+BVWQ7qpILjJXLd6jAyKkCZp6xc0xEapUyJinhPpTttFwExilo5pCTQA1jTDzSnrRigBoXmlf7oFL0pMbiKkdiWNcRY9q8d+O2oeTpVnYg/NPMWYD0Uf44r2cDbHn0FfNnxu1I3PjaKzU/La24B/wB48mkMg+DsHnfEiwYgHYkjfjtr6fhh4DnPrXzR8Eo2f4j2xXkLbylvpivp7aTQJjGc9qZk1PsNG3jpQBErEGphJnrTdo9KNpPTpQBJkGobiCO4gkikAKyKUII6gjpSlXB4zSqSAS3agD441SzGnate2gxiCd4/yJFZF4skU+1wVYqCAfQ9DW14in8/xDqbj+O6kP8A48ayNcuPO1Qt/cjjT8lApjK4apFaqytUivRcC2jVPG2DVNGNTx5NWmBoK+VAqYcmqsYOKsqcLya2iQywpx1pGODnNQ+Z0GaY84BwelXexCRM8mF4qvJMR1qJ7pehNU7i6QZwePaspVDRRKQanZqM0oNc1ih4bmnZqMNz0p27PakAu6lDU2jOKAH5zTJWKRnHU0obNV7h8sFBpgPt/ljd+7fKKsKxKjPXvVTftAQdualWQetAyzkUVErZqQGgY6lpBS0AKKKQGl60ALihjtFHNQyuaQmegfBnRP7V8eC+kXdDp8Zkz/tn7tfQQO65Y9hwK4r4SeHj4f8ABKXUy4ur8+c47gH7o/Cu0i+6T3JrSJmyVzkVJAMCoC1TwnimIuIamB+Wq6Hip16VBQtLRinCgY1hTA2DipeKhYYOaBMewyKruMZqdWzTXTIpjM+VucUwDNWXgyc4pyQqBzTEQqnFPAxU4RcdKPLBouBEKKk2GmlaYDCRTCacRSbaQDQOaUjilx3o2lulIdiIjJxU0UJzk1JHB6irKqAOADUtjK8/yxNk4AGT+HNfHfjTVP7X8Zane5yHnKr9BxX1N401Y6b4Z1GVG2yLbuV/lXx0HLlixyWJZj7k09guet/AaLPja5mP/LKzY4+pxX0upBGa+bvgFBM3iHUrgD5Etgn4luK+joVKxgE80mBJxRilpKEAUYoprEgcUAO4rO1q/j03Rr28c/LBA8h/AVaeRuleX/GzXzpfhRNMiYC41Ftv0QdfzosB89PK1zc+YTkyuT+JNZ16CNRnDHJD4/LitHToxJfW4GBGHUn6Dms6V4pLqaUsSXdm/M07iGCnqMVGZUHQUv2gdhQMsq3NWojzWb9pPYVIl7Iv8Aqk7AbcbHAxU4BI5FYa6pOvRFp39sXQHCrWqmkQ0bLKRVO4O3kGqLazdNxtWoZL+eU/MPyolO+w0h00u48darHnntT13sfQmrcdttkAchlAyR61je5RW49aKbx606kAlLmikIzQAu6k380mKikDDkUASmULmq+7c+4mmokkpKqpY+gFLNBPB8skTp3+YYpAO3ZOaerVWBNPGaBllZDmplkz3qmM1IrYoAuB6cDmq6NmpQ1AEoNOBqMEetKDQMkJ4re8DeHf+El8X2Vo4P2ZG8yf3Qdvxrns5Ge3rXuHwX8PyWukTarPFiW8fCZGCEHf8aETI9UdFS3VEXCqAFx0AFQ4wMVcIBUCmGMVojMq4OasRNimMmDT0FAyyrcVZjbiqa1MjYNSBco5pEYGnHpxSKGGmN0p5Gaay0CZGp5qZTxioduKUNg0xkpUUhQUBs08c0BYi2GgLipcUY9qAsM2DFI0YNSfjSUAQeSKaYjVjNLj2oGVxD61IIQtS8UhIqQG4xVe4mEUZbPAHNSySgDFc7rd8VjESEEtxQlcTPOvirrLxeF71h/y3ZYEGex5P8q+fUVs4C5A4Br234sW3naJY2ynDNKXx6kCvOvAvhO58XeI4LFQVt4mD3MnZVB/nTk/esCi1qe1fAbQJ9P8M3Op3cfl/bZQ0QPXYor1qa7gg/1kiqeu3vWfFbyxWkNrZReTDGojV24KqPQVdhs4YFwqAnPLHkn86QyH+1FZsJDKw/vFSBU4mkZdyqKn4HGMVzHjXxdaeEdElu5pU+0MpFvDxl2+npQgNWbV1szm8UwpnAZuB+dXILyC4wUYNkZHNfIXiHxv4g8SyN/aeoO0W7KwKcIv0xXU/D34jTaTcJp2p3LPZuQqSseYz7n0p2EfTLBSM18z/Gi+fUPH80Bc+VZRLEg9GPJr6FsdQ+0xqQ6sGA2sDwc9K+YviDcrc/ETXXyD/pG0fgooC5zlopScFV3EDgU+e1tYVwbVFapLRxDIzsOgqvdTmZ80PUZBiH/nkKkRYB1hWoQalTtVJAXIobM4zAKuxWVi4x5NUYRyBxWhCdp61vBIlj/7IsH/AOWVB0OyxwpAqxG3PWrKnPeulU42MnIw7jRI1BKCsiezMLEEV27YK4qhd2KyqfWsqlHsVGRx2MdsVYSSN4hHJuUj7rjtV240t1zgE1nSQvGSGU8VyODRoUgecGnqaYeelAPI/WpGS0oPamA56UvuaAHYpCPzopetAEtrdTWTM0BCs3Vsc1LPdy3ZLTvvJ9aq0mOaAIGQBjgcUmAKtAjHQfjVq2XTXkxdwsq4+8nNIEZJNKrCt/8AsnSZEDJJLzUZ0WzLfLcOB70hmOHC1IsoJ61qR+HYHY/6cFHbNRt4emLEJdwEDplsGlcCqrqe9PDAdxSnRb9WIBhYDuHGKYbCWMBppo0GOcHJp3HsbvhLQpPFHiS10yIHy2bdO46LGOv519T6ZYxWdrFBEoWONQqAdAo6V558IPCiaP4V/tOVD9r1J8qzjBEQ6fnXqAIGAMCrSIbHbaQin5oxmmQRFaQLjtUpFMoGKKUHFIOKXNICxE/PNThgaoq2DVhHyKBk9I1MLYppcUWAGqM9aUt70wsKLDHhh61Iriqu+nBj607CuWg3vQXNVt5pd9Kw7kxam5zUe4nvShqLASqMmpCQKr+Zimmf6UWC5OW561FI5HOahMvvUUkuBSC4y4nKoTnFc07NeXxY9FOB71d1G5YLtB5NQ2UJXJxk9eaFoM85+J2Df6dEeQImbA6k57V3nws8Gp4e0aW9mTF7qAWSQHsB0FVNXs9Ds9cttd8R3cUdtbRbbeB/vO2c5xWjafFrwbNcCFdRMJbABkiZV/Os+V81y5SVrHeAYo4FVrS/tb63FxaXEc8JH+sjYMP0ri/iN8RLXwdYGGBkl1aVT5UJP3B/eNUQWPH3j/T/AAdYYZlm1CQHybcHkH+8favmXXdc1HX9TfUNTuTPMxJAJyqey+lM1HUr3Vb+W+vrh5rmU5d2/kKp8EdKaQEbAMM9TUOTGTkZU9hU2NhproGXFUKx2/hf4r6l4V09rWaL7ZCAfs5Y8x1xEmpTahqc17cPumnkMjn3NV8A5jbpUcVvK0gWNCzE8AdTSCxsmTMfHcVXJJNLho2KPjK8Gmk8mmMVSM04P71EaTdzTTAurJ+lWY7g/pWaHzUivjvVqRNjWjueQatpc56GsFZSCOalW4IPWtVVJcDfFxx1qVJQw5rCW5P96plu8Dlq1VUlxNg4YcjIqvPp8Uq5AGarLfjGM0+O86kmnzRe4ao4sUnegGlxnNeebADg8dKdmmegpQaAHg04dKjzTgaAHdaWkozQAuaUUnWlBoEPDsucMefemvcSL97JHrRQee1DQxRcErknj1pPtP8AtH86jePunXuKj8repKY+hqbATm7wDya3PBmhTeLvFFppyA+TvDzN2VAc1zLRsOK9p+AdzYW0uoxTMgvJXQKG67PahID3dLOKCCGGJcRxIEQegFKYhnirS/OufWlCZqkyWVCp9KcBUzxccVEQR2p3uIQrTcU78KMUMBNtG2nUY9qAGYpu4g1KRxURGaBi+aaTzDSUbc1SAazntTCzVKVphWgBgY96cJMCjZmgjBoFYcJAaeCDUBFKDgUDJy1N8wioiaTk0ATb8001HzTjQMOtVp3wuanPFY2sXXlwlVzuJwMVIimGN3dFuqqar+JvEtr4V0xZnCyXMoPkxHufU+1Pn1G00HSJb+8YBIx8oH8b9lrwrXtcu9d1GW+u3LM5wqHoi9gKRRHrWs3us3z3l9O0srdj0UHsPasoue/880Mxph5oEbfhvxbrHhW9SfTbthGD80DsSjj0I7Vk6rrF3rutXWoXrk3EzE4znA7Aewqux7etQTLhg6/eFAD2I7Uw0qlXjBFBHpQhjTyKaG5xS9KYxwwx36CmIinXBDe+M1sQRtpuh/b3+W5uzstz3VP4m/pVjTdHhNg2tatuXTUbbEgPzXLjnYvt6ntWVq+pTalcC4k2rzhUT7qKOigen86BkTHCjBpm73oyNhFQlqAJt+aaSR3qPdSlsigCRW4pwkquG5pd1ICyJe9O87iqm7igNRcC4JT607zcdDVMN70bveq5gsi+JiOc0fam7GqQY+tOD+po5mKyKganA1CDTwagY/Hem9KUGl4NMBM0oam4waXtQBIDTqjzSqaBMfnFHvTaAcUDHg07IpgpaAHdqYQQd6/jTgeKPbtQANtcfMM0trc3GlXsdzaTyRupBVlPIpnCtj1pSOCKAPoz4a/Fe21tI9L1h1g1AcJIxwso+vrXrSSKwBGOfevhWJykgUsQQcowOCp9q9N8HfGPWPDhS01RTqFkvGSf3iipEfUG3IqN0BrnfDHjrQ/FVqJNPvIzJjmF2AcfhXShgce/Q0CK5UjtTO/SrZGe1NMXFO47Ffj0pTtxUhSmFKYWG4B6UwpTyhFN2mmIj247UAY7VIM96XAPWgBmKTbUm0Uu30ouBDtpNntU22jbTuBAUHpTNlWStJsFK4yuU4pmQKslaidM07iIdwzSjNSpBz0p7qIwc1LYWK0jbUJPQVx+o38K3ElxcybLeH7zHp+Fb+pagIkZF5YjAArmX8Bw61OZdanlNsvMVrG5UEn+JjUykluXGNzyrxb4ol8QXo+Zks4MiGH/ANmPrXKu+eT3Oa9s1v4PaZcQltKnktZgOFdtyH2rx/WtE1HQL9rPUIHjkBIUkfKw9QaSmmEoNFAnNNJoJx60wmrJEY03Izz0pGamFqBEYPlyEfwmpGOM81XlPpUsfzR+poQ0IW4P1wPrW94Z8ODWpZby+f7Po1p893cMcAgfwD/aPpS+GPCzeIbqWWadbTS7Zd13dycLGPQe57U/xb4pt9Rjh0fRYja6HaHEMYODMf77+pzTegij4n1/+3tQQwxiDT7ZfKtIE4CIO/1PU/WsNjlTk980gOcmgcgj1pFDg+VHuKYeaZGfkwe1LnmgBeaAcCkzSfjQAtGaSigBwNFJmjNAC5NA60nGKM0ASBh3pwYdqhzSg0AQbqdmmdyKAaQEoNOBzUYNAagCU8000A0vUUwClBxSUUAPBoJptKOlACg8U7NMBPSndqAHZpe1MB4p2eKAA889xQG496Toab0f2oAZOvO4dRUkMoeMKx5FK43JjvVNSQ5HSkBo2s9zp9wtxZTyQTKch0bBr1fwj8c9Q08RWuvQfaYh1uEPzAe4ryGN9w+X7/vUqmOU7ThXoFY+xPD/AI10XxDCsljfwuxGfK3fOPqK6JJlfowNfDsaz2soltpJIpBzvjbaa7nQPi/4o0LbFOyX9uoxtmzuA+tAan1WevSk215Z4b+N+gaqyw6hu0+4PGJfuk+xr0q01Kzv4hLaXEU0ZH3kbIpWYFgpmmmPjpUisD0PP1pc5psCv5ftSeX7VZxRtpXGVvL9qTaRVnbSbKq4iDBpQPapStJtouBGVpCvFTbeKTbSuBBtFHl8ZqbAJ9x7VUlvbfe0aTxM69UDZNFx2FeVY1Oaw77U2klMUILuTjAp93JPdyGGDOe5PaprOwitUwvzOeS1ZSnYuNO+5Ws9OEbCa4w8p6A9BWhngClxQcCsXJs6IxUdgOAOlc94q8NWPiXS2tLtF3Kp8qTHKH61tu/NQSSDB3HAoWmw2r7nyxq+l3GianLp90reZGcBiPvD1FUCa9l+KegLfWS6jAAZ4Ac+pWvF2bgGumnK5yThysaxFRluaRnzTc9enTvWhIyQ9a3vCvhu48R3Dxh/s9nCN91dP92JPr3PtTvB/hqTxHrkaMrCxiO6aQcDHpmvSNRsv7NSPTbO3S0sFYtHGv8Ay0Pq3qaLO1wVmzJ1uayvNIj0CwQwaVD9zs0zf339zx+VeZ39hNp8/lyqdp+6+OCK9QNmpUugBB6+q1SvNMiuoGhuk+RujDkj3FYc0ovU39mmtDzLPrRn9KvavpM+kzbXG6M8q4HBFZ+QDWqd1cyaa0YnRmHryKXIpsh+6R2NGRTEOGKKTNIDzQApNFJ+NGaAFopM0ZoC4ufWjikyKXPpSAXFApM0m6gB13D5UmQMq3SoBWnIgljKZ+lZpBUkEc0ALmlFMpVoAkBpQaZSg0ASClPNMBpQaYC5NKppB1pTQAE804EYphoU0AOJ7U4NxTG6UoPagBxNIeme9BPNIp+YigB6nvUEy4cMBwakBxxQw3JtJ696QEZDA5HWpMrMvo470xfu57igoVbcKAJo7mWLggketW1khmGDgH0IqkCJFA6Glxjtz60AXHt1PAGQa0NK1vWdCcPpeoTW+DnarEqfqKx1mlj+78w9DVhLiNzjJU9waAPU9F+Ouu2m2PVrKK8Qfxw/Kf1rv9J+Nvhe+2rc3TWch6rMvA/GvnLAbuGAprQK45x9MUCPsOx8V6RqKB7S/gmB6bHHNaS38Lfx4P0r4nRJLZg9vI8TjoyMRW3Y+O/FumYEGrSso6LKN4/WgD7CWeNhlXUj61IGBHBFfLVl8afEtvgXVvbXAHXHyH9K6Ww+O9uSBeWVzD6spDAUAfQHFFeUWHxk8O3WF/tFUY9pFK11Nl43068UeTeW8oP92QGkFzrjVa7vLexgea5lSONRkljWRe+KLSz06e6kPyRLu47+1eOeKvFN9rqykSMkO35Up2Yrmv8AEL4s7Ym0/QJMsykPNjgfSvHrXXtWs70XsV5MJQcsxckGpjarNASRiQc/Ws1yFYhsClYs+h/h946tvEtssEjpHeqMPGTyTXdMxx6fhivkDT76502/jvLKUxzRnIYcA/Wvpfwbrlxrvhm0v7pGSeYHIPfHesaiNqctbHT7hULyAHimmSoJHHepsajZZeapTTYpLicLzWNdXuMjIppDKuvyrJaSqeQVPFfPd7hL+dB90OcD0r2nWL4C3fLA8GvEbyQSX8zAjBY81dLdmdeyRC2KkgUb0eRMxlsYboa3tE8JXuqqZ5EMMA5w3DN+HpWhdaUsVs1o0OIuxxyD610Sg7HLHVnT+DPEltEgsZkigUn5Ci4H413F7Ypqdm0EpHXKSg5x7ivBIWm068+zT9x8jnvXpXg3xYFC2F6/y9I3PUVNKty+5IuUL6ointrvTb5obhMOPuk/dlH+NNfc2SgOzuO613t9ZQapbC2ucYPMcg6g/WuXl0+SznMMw+deA/8AeFFWn1NacuhiT2UF5bGC5TejDAI7H1rzrXvD1xos2/79qx+ST/GvXG09ZFynDDtWfc2YkSS2uYw8bjBVq5U5QZpOCmjxndlSCDTd1dN4h8JT6YTcWivLaEZPqnsa5gqc8jBrdSUtUcri4uw7dS7qYFY8gE0ojcnpVCFL0bqPKk/u0eVIOq0AJmk3U7yn9qXyX9RQIbuo34p/ksf4qPIb+9QMZvpC1TC3z3pRbD1oAvd6qXkeGEijjoat0x13oV/vUAZmaWkYFWKntQOlAC596cKbRQA8GnA1GKXOKAJM5p341HmjNArElIQRSClP1oAUnIpvNHfrQTgigY+kJ5pM5o60ALnjIoPIyDTRwTSKcOV7GgB/8QPZuKcD2puMHHY0tADSCjZqYHcopvUYpVXnFAD05B9qR+eozUqjaKRgWoAhVwnKuy+3Wp0um7sGH0qFo80wwnsaANBbiNv9nHvTso3Rh+JrK2yL0IoMkg6rmgDRaPPGAQffNQtAO45ql5knoRTxcTr/ABnHuKBEzW+RjtSLHJCd0UjRkfxKSP5U+1lubmZYooDLI3AVVJJr2TwT8IJpmi1LxKqxRDDpZq2Wb3Y9qUpJFKLYvw/0rXZ/BUs0jBzPeRgJdscND/Eeenel8UeHW0dXuLWUXOnsSqyqv3D6H/GvYpbdEhWCJQkaqAqjoBisOVfsUVwGtvtUToV8lvuknrn0rONR7GjpJHzpc3Aj3/NhhyMnrWS8zXcwCoS7dFRcn9K9Z8TfC7Sks7jVrbWxY2sY8ySKaPeIhjop713Pw/8Ah94d03SrPUbZPtbzIJBcyj5nBHp2FXuRLQ868C/Cu+1mSO81OIwWfUq3Ga9ji0tNFmaGE/6OwAjXGAgFdKdqKFUBVHpWbqQL2xI/hOaJR0Cm/eKbOAM1n3M4UFiSKWe5CR5LYGK5bVNSJbah/Gs4xOos3upoMrurn73UA/8AEBj1OKydW1i2sIDLczBfTnJNedar4quNUl8qDMUHfB+9TtZCc0bvibxJFEr20D+ZMwx8vOKyPCtjbDUI7jUU3DduVD0z7io4DFswY134+8Ryaa1yVlDDgrxTp1FcyqJyPWpbj/SLe6QKI2GxlXoBWZqttL5xnjiMkTDkAZIrF0HWg8BtpTkNyMnpXV29wHtlXcNwHavQUlJaHLZpnDanBDqNs1syskiHKllwVNc5BNcafc+RcZVx0bGAa9R1C0S5tkuGUZDbWPc1z+p6Cl9bMmPnH3SeoNclanfU6abOi8JeLI5bdLO9YtxhHz0rsp7eK+tgsjBgeUkH8NfPaNdaPem3udysOh9a9M8JeJgY1hnLMnAxn7ufSsY1XH3ZbFuF9UbsltPbyFJRwDwRSy20c8Y8xNx9cc1vsIpY8HDAjgiqfk+TJgnGejY4+laNJ+hUWc1cWUsBYbQ0Lja24ZzXF+IvBG9GvtKQbhy8B7/SvXxGN2xgBn+E1DcaYp+dVHHPHasXSafNEq6ejPm9oWjYxyR4b+6wINBhHVGP0r2rX/CFrrUJbYI7kdJVGMV5Vqui3ui3ZgvItpB+V1+61XCd9Gc86bWqMopj1pDFnmrH1qaGETnCkbuwPetTNMoeWPSgR89BV9rGQE/KTjg0w2r/AN2iwXKojxRsFW/sr4/+tS/YmA7mnZjuiptApdtWhaPjOKT7O4/hpWYXK1JyOaXBoxxQIpXibXEg6MOarZ960Z498JHcc1ndBikAZpc02loAUGlBNNoFAD80oNMFLmgCTcKM5qPNKDxQKxLmkPSmilzQMAetKDxTciigBx5APpSP0yKQUDoRQBIDvj460qncMVEjFGqQnByKAHL1xUy1CDlhUgNAE46Uvao1NKz8UAOxmkKimb27GlG4+tABs9qQr7Cnw29zdzLDbwSzSscBI13E16P4X+DWs6u6XGrudNtTyVPMjD6dv/r1LkkNRbPNkjZ5BGkbO56Kq5J/Cu98M/CHX9eZZrxP7Nszz5ko+Zh7D0r3Lw/4K0HwzEFsbGPzQOZ5V3sT9TXQnis3UNY07HM+F/AWh+EolNlao91j5rmUAt+HtXT9BnGM80mTigsAOazbbNUrCHnPSqd1AGU56VZLc9KjYb+D0pDOT1rTV1DSrnTZVLQXA2tjsP8AIro/CpEGiQWSji2XaB7dKZNbbjgCl0/NtehOiyCtIS1M6iVjcZqq3GGjdD0INSs/FVZCGIGcn0rqRzJ2Z5lqet/vGiL4CkqfwNcD4h8bQWgaK1PnTdDzwtX/AIxaLqfh3URcW8hOmXhyHBwVfuteQud2TnJPX1qLGrqFm/1K61KYy3Mpc54BPC1Dbt+8FQ0I21gfSk1oQmdNHlolYHpUEmGffyM9RT7CUTQE56cYpkwKyZ7VxJNSOq90WLV2WRdpIWul07U3hZcucdOtczAxYrt6ZrXiicknHNHt3A0VJSOpi1ljEYiMqTmr0cqS2ZcSDzFwdp6VzsEEjOoJAwM1fs4ix3Mfl7VSxd92V7DTQv6poFt4isRDKnkXIGYpwOM+h9q8/je90S/e1ulaOZG4Yfxe4r1m0lcRIVC5AwAe9VvEfhm38S2AYoIL2IZjkXv7GrbjURHI4speGvFryYSXEnQYJrv/ACxPb+dbMHjYZwfWvnpGu9Hv3t7lGimjOP8A69ek+E/GSKFhuGCEkZJP3jWcKkoO0thON9UdjHLtk8th/wAAPb6VoCJgoeM7h6jtSvBDexiWMgNjIYdabbu8LmNzj3rqjO5LjoRzWfm5aL5G9D0NYup6TBf2rWt9bB0PYryPpXVhVcdAD6014ElXZJ19f/r1Tpp6ojma0Z4D4k8GXmiO08GbmyJ4cclPY1zit5R3DDR98V9IXVmUVgyiSNuORwfrXmfijwDvWS90dDvyS9t6/wC7UpuOjIlC+qOXsZYbxRHJIFkP+rk7E+hq2IoQ7RuipKhwy+vvXLKz2kzxyKyENh1bqtbhkbULYMp/0iFfvd2StFKxk0X0t4M4wtP+xRHOQprnDfOrHOc96lj1Nl6mt1UiyDeOmx9gBUbabHnGcVRj1g8DNTDUsnOarmgBy5P0pufrRSgYrmLGnAxnpWdPH5chHY8itLbmqt3F8gbuP5UAUqKWikAlLRRQAZozRSc0AOyO9Ax2ptFAD+aAaTNGaAHZozTc/Wl/GgBwNL3plKGoAUinKeKQnpSUASA1IDUS07NAEwbikLc81CWOOlABJHyZz0zQJlkSqBgjOeOO9eweAPhINVs4dX18vHBJ80VshxvHqfasX4UfD/8At+6Gs6gmdPt3ARTx5zj+gr6K8xUARRtA4AHAA9qylI2hDqynpmhaVosIi06wgt1XpsXn8zWhkHJPX1pm/I5oBz0rJu5vYdSEijNNOT2oGBYU08ilIzSgUAIAMc0bRTgPal4xTERNtU59qxdQv/KuoFiTdJuGAO9a9wflbHpXDXGpiz8eWMLygeZExRT61cY3In8J3zGRjtjXc56e1SlYdPt3ubiVQQMtI/QfSqlz4h07TrE3EkgU4zt9K8C+IfxUuNZeWw02XbBnDSjsPQVuchV+MPjxPE2ox6ZY7TYWjFt3dn715aTUvOTyeepJ5NRuMUihuaSiigC7YXX2aUA8q1bMyhsN1HY1zPetWwvN6eS5OccGsasOqNacraGhbSi2uU3jMTHBGK6xUzC7xJ+7JG0+tciAHXaRz2rY0XVfLT7BcElAcr7GuCvByV0d9GaTszqYIN5ZgeeAD6VetoYz8pOMcVFZ28h2I/3nOePStKC1SNXBPRuleW6mtjuUR8UyKwjUEkd627GRpWIBHAzyKw9ixyDCYBOc5q5ZzNBOXB4PUZrrw1az1MqlO6K/ifw7aeKLfblYb6MHyplHf0b2ryUpd6RqDWd3G0c8bYZT3+le4NtSVZ4vunr7VB4p8IWnivSxIjCK/hXMUq8E/wCya9SyqI4pXizmvCPi17bbDPJlCcAk5r0uG4hvrdZVIIPevntUu9I1F7K+jMM8TYYHp9R7V2/h3xBNZMil90ec4auKU5UpWZaSkj1OOXyzsfkf36tDcgycFBWVBdR3dukqEPu+bg9qnt7toW2tyldtLEpmNSkaQRShxyD2IzVKWyUtvQYI54HSroCSLvjb5vSgNk4cbT6126SRz6o8/wDFXgS08RxGVVFtfIDtkUfe9mHevHZrPUPDWq/ZL6FoZVOVJHDD0HqMV9RSQq45498Vg+IPDGneI7L7Leocj/VyfxIe2DWbjYb1PAdStF3pPF/q5RuH171REBzXTeIvD2o+GE+xXqNJCGzBcdRID61gROJH28c8VStYxa1IlgbHFTpbsQMc1sx6YPLVufwp4ihtoi7qeOlLmQ+U43jHFBBp2KQ0xADTXG4EGl59aXqcd6AMlhhjSVauoe461V2ntzSASlowaNpoASgUu04zRg0AFFG00bTQAUUbSKQ0ALRzRRQAooFJmjigB9HBFMz7U4GgCVFyKfjFMQ1MBkZ9KAI9wHNb+ieGdT1jVLCyWynRL1htlZCF29zmsmzsJtU1G2sLSNnnnkEahRnrX13aaPJouiafb5VhaxJHwM4wOaT2Gt9STSdKttC0mDTbRQsFuu0AfxN3NPeb94BnrT5LhWi3hs5HNY1vLJe62qJzDEMuf6fWuZnZFKxvg/u+etI0uyiRsKcjntVB3LP1pDRfjlLMPSpmOarQLhAaezkZoHYmTHenMQtQRvmpJDxVIli7hjNRu+ATmqs0+0hRVa4vBHEWLYAGTVpE3E1G8EMLuz8AV8++OPFznxxHeWJDGzXah9+9b/xF8fskj6ZYSZkI+dl7V5SsJdmeT5nbkknqa1SsYzlpY3fEnjvWfEieVOVhhxgpGMbvrXLhTWh5K+hpjxAVRjYpkVG/SrbR1A6UhleilIwcUlABTlYq2VOCOlNooEbdnciZAM/OOtWJlIkWVDgg8kVhQSmGUOvbqK37aVJ0DDoeo9K5asbao6qUrnceHda+0wmOd/8ASIxiEj+tbUd9vjBcEMTg/WvLvPmsbxNoZcEEGu00nUF1FAhceYP1ryMVh7PmR6lGppZnRNcgKB+VPR2dgQRVMRqRg544xTkRxwDiuWE0joaNgXBSEqOa0tH1Bt4RuR/KudiV/wCJ+KuRP5WFTueTXo0K9mc9Smmiz4s8L23ie2JQCO/iGYpR3/2T7fyryqJrjT717S8jMc0Z2kHJx/8AWr2jSHzM4ckdxVDxX4Qt/E6/arUrFqMY4k7SAdjXo1KSqxujhTcJHKaVrMtoylJDgcYzkGu6sdVgvVADASgdCeteRFbzSb1rO9gaKWPgowxx6j1rZtb8psIJ9jnpXjzjOlI6FaR6xbzmNtyNx6VpRThxlxzXC6Trn3EmIz03n0rqoZ1ZVcMGU+hruoYtbMyqUupsIpH3fu9gaGgDKSn41Hb3GVG059qsrKGP9016kZJo45JozNQ0q31Szls76ATQuuCrDJHuK8Q8WfD698LXX2m3/e6b1WTvH7N/jX0MGDHnOaJbeOeJ4J0SSKRSHjcZVh7irsmQz5jtdQyXkml2RR/eA6n6Vm6hqM+oTNsBt7b+FT1PvXeeP/hxNoIk1TRI3k03q8B+Ywf4rXmEm2Uktwe5U8Vm4k3Mbzpf+ej/APfRo82T/no//fRplFAh/nS5z5j/APfRo86UjHmPjr940yigB5lkK7S7Eemabk+ppKKAFyfU0ZPqaSigBdx9T6UmSe9FFAC7m9T+dG4+ppKKAFyfU0lFFABRRRQAUUUUAFL+NJRQA8MRViObnB78VUp6Ng+9AHpPwp1Kz0HxT/al5ZS3MIUxiRFyYST97H0r6Mh1awmsfMsruO4ilHCsfmzXm3w302zg8H2JEKebKpkdiOTmunvbCw2lhGI3A++nGPyrP2lmdEaN1co6rq81rqcFjZxmaW4k2BB1BPf6V12nWSadaCIEFycyP/easDw1oLWk82p3UjTSyDbCH/5Zp/ia6KWXAOck461he5vboMuZsAgVQsDJeXrFRmFP4uxNNPmXt2IEyAfvkdhWwscdnAsUaBVXt60AOZwik4xisu71GOBGYkbidqj1NGoXywws8j4VeSc8YrnfDDz+JtWl1NlI063YrBnpI3c/SgaWl2dtaIwt1Lj5iMn2pLhtqZ9KlZtigE84rE1nU4bOzeeV9qIMkniqimyGyrfajHbZeVsDtzXlPjr4hsitp2nNmRhh2U5xXO+LvHlzq1z9nsJNsKkgsD1rk44juLPkuerHk10JWMJ1F0GrE7u0srb5HOWY9TU+wYqQKKKZgM20x1zU2KaRTC5VcVBIme1W3WoXWgLme6fMMd6ayMp5qy6/MPY1JLGJE96lsooUUpUqcHtSUxCirNndNbTA5+XuKq0Ck1dajTsdSrrdFHY7gaswNLp12ssL/L3x2rMsm2LGSeMc1uoyzIBtXAHQd682ro2uh6FJ3R12n6hHfwglgJAOe26rJlI7dK4dGltWLR5BBrpLHUkvIwHIEij8682pR6o76dTozUWb0NaNplwCTn2rEWQbht5z1rQsLkLxnIz+VVRTT1LnZrQ6e1UoMj7x61dsp2ivNuc5rLhkLpuQhqs2jlJ98gIr26Teh59VJ3LHiXw3Y+IbUxzgR3A/1Nwv3lPv6ivIr+0vvD+pPZXybXU/KwHyyD1Fexy3Z6ds9ah1rQrTxNo/2WcATLzDKBgqfrV1qEaq0MIylDc80sLzcoKnOeoNdJputPbSDDExjqp71ws8N3omqS2N4DHPG2Mj+IdjWpbXgkxyR714Nak4M7YyUkeq6ffJOnnW79PvLnkVuQypOi44avKrG+ltmWSFirdMjuPeu00nWYLzARtk6/ej7H6VvhcW4O0iKlJNXR06syna3I9asxtwMnI9aqW1wsoxn8xVjaV5U8V7tOcZq6PPnGxM8SyIykKysMFW5Vh6EV4n8Rfhp/ZzS61okJNkTma2XrEfVfavaUcd6kzuBBGQeoPT8R3rXRmTR8O0UUViIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoopaAEpy9abUsP8ArU/3hQNH0p4diksvDOmqFGVtk49yK0rHzb/UVikOEX5nHrjtUNl/yCrb/rkv/oIqbRv+Qjc/hXI9z0o/CdaZQPlA6cAD0rM1C88tcLyx4A96nzw30rI66rBnn56GQkdBptsLO0+b/Wty5PUH0pLqcqpPpUsvWsrUOg+tAjhvFuqy6pq1n4atGzPeShZdvVI+5r0mzS20myhs7eMRwQLtVcenWvKvAIEnxT1pnG5kj+QtyV+npXoupE7W5qge5YvdVhjRmLgLjkk14B8RvHT63dnTNPkZbdDiRgfvH0rp/HM8qaNJsldeD0YivGLfmZs8/NW0EYVnbQtW8IQfMKtgDFMTrUo61ZzgKSnd6KYhtJml7U2gBGOR0qFxmpu1RtQBUkXvUcb4OCeanl6VSP8ArKiSKRLPFuG8daqGtBfun6VSl+9REchlFIKWqJNq3P7pfpWpZT+W+GPBrKg/1afSr0VefVV2dtM6EJ+6STcpDHGM1Cx8ht2SEz1Haktegp95/wAexrh+1Y60a8NwJlUcK+Mhh0arMM7JIFbG4nn0rG0Xk4+lbc4AQcUWszVSbRu6fdqjhGO3JraBycg4HrXGW5Oxee9dXY825zzXpUZO1jGpFblmSRiu3r71o6ZN8gDNyPWsw/dqa0/1tbwk+YxnFWIvG/hca9pP2m2VRf243RMBguB1XPevIrS8wdp4ZTgg9QR2r6Hs/vr9Vr5314BPGuqKgCj7QeBxWWMpRauY0pNOx0dldqxAJrRjlbcG3EMOQwOCK5mzJ2jmt2Lqv0rw5xSO9HZ6V4ibCpdybZQcCXsw/wBquxs9SWcBX4Y9D2I9vWvKDzBW9oLubPlmOG7murB1pKVjGrBWPRgobpwRSrIyHDfnVa3JKIc9hU719BF3Vzga1P/Z", "path": "000374.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.
000375
Men Tshirts
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"path": "000375.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.
000376
Men Tshirts
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", "path": "000376.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.
000377
Men Tshirts
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", "path": "000377.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.
000378
Men Tshirts
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", "path": "000378.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.
000379
Men Tshirts
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Zohyr7lJBHcVft9UZfllG4eo61mK6yIHRgyMAykdwelPArenWnTd4sVzoILqG4XMTgkdR0I/CrFcuflIkUlXH8QrUs9SDYjmIB7P6/WvToY2M3yz0YzUooorvAKKKKACiiigAooooAKKKKACiiigBKOaDwKwta8U6XoikXNwDL2ij+Zz+Hb8aTkoq7Lp051JcsFdm5nA5rB1rxZpWiArPN5k4H+pj5b8fT8a83174h6jqO6G1zaW54wh+dvq3+FcXLNJM3zMTk+tcVTGJaQPewmRSl71d28l/mddr3xH1bUmaGyP2ODpmM/MR/vf4YrkoriS4u2kkdnbBLO7ZJP1qux7CpLdQque3FcU6kpayZ9FQwlKgrU42Lkj7gKrSgOCrDIPapfvjArMvdYt7SQxIDNP/AHU7fU1mk29DplKMFeR0ei601lttp8mMcI5PQehrsIruOWMOrZBryGKee8w8srIv/POPgD6nqa2bHU7myAWGVlTPKnnNaqdtGeRiMr9pedLTyZ6ZvVlppK9hWJpurGeL95jd7d61UmVx0rY8Jpp2Y55Agz/Ks+5ugqsScAUuozbAFHBNcxrV8yQmFSd5H5Ui4U3NqK3Zk3cn9oas03WOLKp7nvVlTgioLaIJCAOmKlBwa5pSu7n1WGoKjSUPvOw8PeONQ0aJYHxcWqdEY8qPQHtXq+j61Z65YrdWcm4HhlP3lPoRXz3u4NWdP1e80m4S4s7h4ZM9VPDD0I6EV00cTKGj1R5ePyinWTnT92X5n0dRXn/h/wCI9tdhYNVC28vTzR9w/X+7/Ku8imjmjWSJ1dGGQynIP416UKkZq8WfK18NVoS5aisS0UUVZgFFFFABRRRQAUUUUAFFFITigAqrcXiQ5A+Z/T0qC7veCkR47tWczV5mJxvL7sPvAknuJJWy7fh2qA0ppteXKbk7sQUYpKUVICKdjBvzqK5vJQxitotz93b7q/41NSEUhNGXBpixyPNITJO53PI3Umrf2dGGCoqxijFFhWIEi2N7HirScqM9e9Mp6HBx61DViWrHMazZf2dcLPCuIJD/AN8n0p1vMJIsiuhv7Rb2ylt2/iHyn0PY1xtpM6S/Zwp8wNtK98134epzRs+h6OHqc8bPdGilm1xOIlJ55YjsK6GCBIYljRQFA4FNsrUW8I3cu3LGnXN1FbKN7cnoo5JrnrVOeWmxzV6vO7LYDG4mMnmtt24EeAFHvnqTVK+igv0EJAkCtn1HTmlHn3bEykpF2jH9fWrKIqABQAPaszEht4GtoViikIRRhVYZwPQe1Sfvj1lx9FFSYopjsRrGAdxLMfVjmpgabS4oGXIL2WHADbl/utWnb30c5Cn5X9D3rBpwJHIrro4upT03QHTUtZtjfeZiKU/N0U+taVezSqxqx5ojCiiitQCiiigAooooATNZ2q6xZ6Pame8mVF/hHVmPoB3qh4k8S22gWhLYkuXH7uLPX3PoK8Y1bWbvVbp7i6mLu3T0A9AOwrmr4hU9Fuerl+VzxXvS0j+fodNr/wAQNQ1BnhsibS3PGVP7xvqe34VxMsrSMWZiWPJJOc1GzEnrUZavNnUlN3kz6/D4SlQjy01YUnmm5yaDSCoOmwbaRjIowjAfUZp5yOtNPNA7ET+dKu15WC9wny5qk2mRA5RdpHQitHBoI4oTaJcU9ykkZUHsw5PofepCNwUrjdnBwO3r/KptnzA1GnyMU9DQaRVzd0eZdhUn5k/UV19myMoI64rz20l8m4Vux4NdhYXKraFiQPUnsK3pSvGx8zmlD2de62lqN1WQRu91KcRrwPeuMupjcTmeQhVPrwAKseINbNzcfJyi8Rp/U1z/AJc1026ZifQdhUSfN6HoYLCqiuaSvJ/gVX1u7tNULIxktA20Ljgr/jXUw3Ed1Ak0TblbkGsYWKEYKin28Etk5a3PyH70Z6H/AAom4yStodNKnUpybbun+Bs54qJuNn41Et+mMSK0Z/2hkfnTnk3uuMYUdRWS0Ol6omWQitrRvEupaM+bO6ZUzzE/zIfw/wAKwKUEirUmtUY1aMakeWauj2TRfiRZ3e2LUozayHjzF+aM/wBRXbW9xFcxLLDIkkbchkOQa+aUmYd63dC8Uahok4e2lzGT88T/AHH+o/qK7KeLa0meBi8ji1zUHZ9uh7/R2rH0HXrXxBYC5tjhxxJGTyjen/162K7001dHzU4ShJxkrNC0UUUyQooooASs/UZ9q+Wp56tV2WQRRs7dAM1z8kpkkLHkk5rgx1fkhyLdgxSc96bSDj+lL3FeKK4h60EU1zg0/sKQCYopcUlABSUtJQAlFLSYoAKcpptAoZL2CWVkJAXIHU5xgetZ1vpKNrb6oeBJGuI/R+5/LH61oSspAGASelROzzHyYzhBw7Dv7ClzWWhKm1sMur5txhtVDP0Lnov+NQwWmG8yUl5D1Y9atCBIx8op4FCHFCAACilxSgUyxMUU7FFAhKTPNOpuOaBjhSKc0oqJGw5X0NAiSNj5ikfw8/jXQWdwLiAN/EOGrnc7VdvfAq5p1x5Uyg/dbg12YOv7Odnsxo36KKK94YUUUUANrK1/WIdE0ma7kwWAxGh/ibsK1eleOfEHXv7Q1prWJ8wWuUGO7/xH+n4VjXqezhfqd2X4T61XUHstWcpfalPqErTzyM8jnLMT1NUWbimM2GZe3UUpOQK8hu597TpqCsg3YPNNf71IelK3K1JoLnNGMGkHSnA5oAKSlxRzQA2ilxRTASonGJM+oqamuhOCO3vSGiMMAKtSaoU0oxKcuzbT9KypZju2qPmJx1pRiS5KgZWPj8apXRhVpQrSi39ljUtyx3OcseSasrGAKftApcUrmtrCAe1KAKWl5oATaCKUAKMAcUYpaBBRRRQAuacDzUdOU80xNG3oPiC60C+FzbsD/C8Z6OPQ17zp19DqWnwXkBzHKgYe3t9R0r5q35kPPC16h8MNfIeTR53+V8yQZ9e4/r+BrrwtXlfK9mfPZ1glOHtorVb+n/APU6KKK9I+UCiiigDO1STbEqA/ePNZHer2pvm5x/dAFUa+fxk+as/IBVORtPHpSg/MKaaceCG/OuUl6Mikbc20djU1UraTfLNn+CRgfwqyCX+lJMLkmRR1pAMClFMYUmKdSYpAJSU6koASkp1IaYhhj3SZHGBkGpFVI0CqKRQQ2e2AP51IakzaI25ApMU49qSqRa2ExRS0UFCUUtFACUh9adTaBDXbbEzegzURINyCOjKGqUAMCp6EYqtagtFAW6hSh/A0hXsTv0VfxNPQ4xUW7fIfrTwcnIqkUtjpreTzYEf1FTVR0x91mB/dJFXq+koy5qaYwooorUDM1y/XTdFu7w9YoyV/3ug/XFfPdxI0srsxyzZJPqa9g+Jt59n8NJCCQ08yr9QASf5CvGC3zZrzcZK8rdj6zIKPLSdTu/yIZMlQ3df5U5Tlaa3EmD0NCDbkVxn0aHEUvalFFIBoFOFJS4oGLSGndaQimIbRS4pMUhiGmP8AdJqTFNZAwwehoEVtgMhcAZHAqWOILk4HNPijCIABkfWlckA84x6UFjcUuKVRwOc0tMhiYopcUYoEJQRS0UAJRS0lAhM0ZCgsegGaTvQ33DmgBiAiPJ+8xya0dMvn0++t7qMkPE4cfgapAcU4cEU07Gc6anHlZ9M2V1HeWcNzEcxyoHU+xGasVyPw5vDeeD7dWOWgdoj9Acj9CK6zPH4V7cHzRTPzvEU/ZVZQ7Ow+iikY4Un0qmZGBetuuZD71WHWnytukJ9TmmV8zUfNJsBSO1CsOh6Hil6jNR9GI9elZiexmQuy395D3e5GPpsBNa6jAqiwU38EuOGDAn0IH+FXqUSYjqUUlLTKCilopANoNLTaACkoNJQIM0c0UtAWEp1JS0AFJSmkpjCiiigANNNLTTTATPPHX0qojhVfHZmC/ieanmYIu7OMVTtm88mT+AHj3qWS1qWlBVQP4m/QVJ0wBSD5RuPLGhQSev1popG3pBzC49xWnWVpDD94oI7Vq19BhHejEYUUUV1AeUfFu73XmnWan7sbykfUgD+RrzTmus+I159q8ZXKA5WBUiH1Ayf1NcpjvXjYiV6jZ99llL2eEgvK/wB+ojjcme4pF5ANOpn3W9jWR6JIPagilFKRSAZThSHigGgY6igUpoAaaSlpOlABmmMeKXNNOSaAHKAqjmkbGetIaAM0BccpwKdSUtMBMUYoooEHNJS0UCEpDS0UCY0jBzSHnApW4ANHU0AOxRRRQB6z8JJt2m6hCT9yVWA+q4/pXpFeTfCOfF/qMGfvRI+Po2P616zXr4Z3po+DzaPLi5/L8kFQXj+XbOe5GBVis3VXxEiepzRiJ8lNs84yW5JpF5FHekXhsV86AoPUUyTpnuKf3qOQ8UgKMsgjuNp6H94nOOR2rRRtyK3qM1j6qG+widPv277h9O9WtLvEu7FJEPHSpW5C3NHNOFRA08GqKHZpabmjNADqQ0UlIBKKQ0UALR2opcUCClpO1FAAaSlpp60xi5ptFIaADNNJoNRs2AfamBQ1eQskduG2hzudvRR/jU9qB5S4GEAworDN4uoX5kzm3Q7UH9/Hf6VvwfcBNTuxE5zn3NKzbRsHXvSbiOF5Y/pSbVTl2x7d6YzQ0twlyq4+8MfSt+uVgkxIpC7Vz36muoByARXs5fO8HHsMWmO6ojMTgAZJpc8/hWJ4uvDY+FdRnBwwhZVPu3yj+dehLRNl04uc1BdXY8F1S7OoaveXbf8ALad5PwJ4/Sqw9KMc/SjpXhSd3c/SoQUIKK6BikYZ4xwadQRkUihgYjg9qlyCKrSMQPfsabb3G8Mp4ZadhX1sWSaTNM3Z5zSg0ih4NOBqMU4H0oAcT7U00ZpKAEJpppxPFMPWmAtOHSmd6eKADNKOlNJwadkYoACaTNFJ2oAWjNNpTQJoKTNNJpC1BDFdgMD1pYzkZ9aoSXKtPsGTxir0bfLTaCLuSUlJnFJSGzuPhfcCHxWEJx50Dp+WD/SvbK+ePCV2LLxNp82cKJVDfQ8H+dfQor08I7waPjM9hbEKXdfkPrH1Y/vUH+zWxWNqp/0gD/ZpY5/uWeKZ1KfWil6ivCACe9QTHA9jUp6EfiKglIZSPXpSApviRJoW6OhFZngsSDw/E0owzu7Y9AWOKmnmdJ02KS7NswPU9/pWjpkAtrKGDOfLULn1xUpkdS8op45poNSAYFUUIelMB5p5pAOaAHdqKDRQAlFHaikAClpKUUCFpKWkoAKa1OpDTAZigjin4oIoAhI4NU7oGSCWIEqXRlBHbIq+RWVqsjQWssiDLKpIHrQDOb0HLqruu3AAWP8AugetdbBkgcnnvXK+Hh/osZb77DcQexPPPv7V19up29PxNShEgU44+Ue1IEUdBz6mpgFxySfYU4Zx8qgCrC5Gg54B/Kuis332sZPXGKwcOT97H4Vr6YCIGy2fm/KvQwEmp27lJl6uP+JblPB0wH8csa/+PZ/pXYVxXxNcDwuqd2uEH6E16lb+GzswCviafqjxU9aKUjBpOleKfoiYCnCm07PFAyrdDCE9jVG2lZmkwB15PrV26cLGc9KpWYBjyvQkmr+yZP40i8nOBUh44psYwMmlHWoNR3QUJ60daVaADNHagiimAlBFHelPpQA2nAmkoJ4zQAp5pM8Uo5FNagBRQaBQaAEFB6Uo4pT0oAjPSql9MY7OR16irfTrVK8AEUiMMqykU47mVRe67GVZSEvuPU963YT8vPWsDT/lIPAP61uxH5RV1NzHD/AT5ozSA8U4frWZuya3cpIrDgg5H1r6Q0y5F3pdrcg5EsSv+YFfNsX3hX0F4McyeEdNZjk+SB+RIrtwT95o+a4gguSEvP8Ar8jerI1GMeeTnqM1r1lXzA3BXIyFBI71eOX7r5ny72M8qRSAVL06Uny9/lrxBc3ciYYqjcHYT6HpWg68cYIrPugShGKTC6Mkky6vbY42bmf34wP1NbcQwKwrQP8A25kj5fIYfjkVvRnipjsJbky1JUaHJqSqKENAFFLSAKKKKACkpaSgApaSloELRRRQAlFFLQACkp1JQAxh1rN1WBprOVUOGKkCtM1VuVJTA6nimBzGgqsdsiouNvBJ65HWumiPqc1gIqaZdTwTNtZZWAUck8+laEV8WOI0Cj1bk0405N2SHGlKWyNqPntQ08UWd8iD2zms7fJIPndj7dqTYMdK6o4buzojhv5mWn1O3QnHmP8ARcD9a3NGmFxZmUIyhmIAJ9K5GRfauq8PNnS1H912FduEpRjO6HVoxhG6NXvXn/xSjkfTrEoRtErZX1OOD/P869A9a4X4kW872lpMgLRozBgOxIGP5GuvE/w2b5Y0sVBt/wBWPHnBDc03rxVyZQW+YVWZeeD+deNc/QIEVIZByKGyO1VZi2OhpjKt/MVBGevAqW0UKu0dBVG4Yl0Vv7wrSth82at7GUVebZZxgUg65paPSoNRwoHWlFHegANNp5ph60ALTT1p9MPWgBRQaBS0wAdKQ9acOlIRSAB0oIpRQaAG0vakPWlB4oAjbg1Q1Bh9mdj1VTV+TrWdfQyy2s5jQsI03vj+FcgEn8xVxV2Y13ywbMqwPyrzW9CcgVjWa8jGK2ochR0p1HqRh42gkWAPanYpUQnqfyFSiNe5JrO5vYbGPmFe/eCnD+ENOI7RbT9QTXhUMS7h8te9+Ewo8L6eFXaPJHFduC+N+h85xB/Cj6/obdcrrjEaspUkMqDkH611VchqEnnanO2eA20fhxXXiPhsfNYdXkPS6bAEgz7jrUolRujD6HiqZ6VBLKF4NeZPDxe2hrOhGW2hff6Y+lULl+DyfzqpJckA7WI+hrMlnu7mdIYppCzkKAD1zXNLDtbMxeGfc2rCwl8mTUHyELiNAe47n88CriccV0MWnrBoqWIO7ZHtye7ev51z45P86vE4f2PKvL8TC1mTpUlMQfLT65RhRRS0gEooooAMUhpxptABinYptOoEFFLSGgBKWkpaAFpDS0lADTTraIS3sKnkbsn8OaQ1Z0td17n+6pNbUI81WK8xo57xtaLFqdvdqgHmxlWIHUg/4Gs6zbpmuq8a2hn0YTqMtA4Y/wC6eD/SuQs2G0V31o8lV+Z2UdYm1GeKlHIqpG/FWY2DVasbjZEyK2vDcn7qeI9mDD8R/wDWrKZeKtaFL5WplD0kQj8RzWtJ2miKqvBnU1h+KBmwi/66j+RrdrnfEsvzW8I93P8AL/Guqq/cZy0VeaOUm0eyu1zNbIxPcDB/MVkXXgyzkyYJ5Ij6MNwrqh92q8soXrXnOEXuj2aWKrU/hk0cDd+D7yIExTxSD8VNYV1o99DkPGPqGFemzzAqcGuW1ZwwIHWs3Sid9PNK+zs/kY/hjwQ3iSa9llmeKOzjMnyLku2Dhc9ulY8K7V96948BaL/ZvhjdKuJrwmV89QpGFH5c/jXiM8RgupYj1jdk/I4q69JQhE6MrxksRVqKT2tb8SMCkPWnCkPWuY9sUUtAoNABSGlpDQAvamHrUnammgBBTqbTqAAdKKKKAAUppKWgBh60vakPWlHSmBHJ04rqPAPh5fEUmt20jlEksTBvxu2F2GDj/gNcw/Q16t8HbYpp2qXJHEk6xg/7q5P/AKFW+GjzVEeVnFV08M2t9PzPIpfD8mn65daZJMpe3maIuBw2D1rprDwikwBe7I+if/Xqx45tvsvxCvvlAEpSQY75Uf8A161tKc+Wo6/WrnTjzNHkxx9f2acZfkJB4MsV+/cTt9MCra+FdNj/AOWcj/7zmtWBgetWwM/SlyR7GMsZXlvNmH/ZFlAPlt0H4Zr07TQq6bbCNVRfKXCqOBxXDzpxXZaHL5mj2xzyF2n8DiunDWTaPPxcpSSbdy9K4jiZz0UE1xKNuYsepOa6/UTjT7n/AK5t/KuPjqsQ9UjPDLRsnzxWVfsVyRxWmx4rL1AZQ1yTehuUtz7fmNafhO1F1rokPKwKX/HoKz5gPs+72rd8Ark38n+4P51VKN6kUZ1n7jO3rlLqPyryZB0DEiuqrntVjxqBP95QarMY3pp9mcDIV4UUtA6UV4wCiloFFIBKWkpaYBTaU0hpAFOFNpRQIdSGlpDQAlKKQUtAC0hoPSkoAD0q7pA/fSH/AGQP1qlWhpA/1p+grrwavWiNF+5gS6tZYHGVkQqfxry9I3trmSBuGjYqfwr1avNvEcYg8TXIXjdtf8SOa9PFx0UjooP3rCgkrV22Py1QibdFz171dt/uiudbnVctMeKZBL5N7BL2VxmlJOKqSn0q72dyrXR6B2Fcdrkvm6vIM8RgKP5/1rrLdi9rExOSUB/SuL1Ek6tdHP8Ay0IrpxD9xHLhl77Ghvl61k6q5VNwNamflrI1TmJh7VydDvW5lpcPJHuz8tVLa1Oo69Z2fUTSqp+mef0zUunkNaOp6qxFWfBIWbx7b45EayEf98n/ABpwV5IuT5Yya6I9iCKkYVQAFGAB2FfO3ii3+zeKdUhxgC6cj6E5H86+jK8A8eJs8bakOmZFP/jq1vjF7iZpw/L/AGiS8v1Rz1NI5p3GKaa8w+xHCkNKKSgAFKaKKAFFIaUUGgBnelFIetKKYCmig0CkAUDmg0CgBpHNKKD1oFMBrda9q+FIUeDxt+99ok3fXP8AhivFXr2H4RsT4bu1zwLtiPxVa6sJ/EPCz5Xw1/NGb8WNHK3NhrUS8f8AHvNgfip/mPyrB0qbcgx1r1TxlZLfeE9RiIBKwmRfYr839K8h0OZZAF6N6etbV42nddTwMNPmpWfQ6WK4wwGa14X3IK5522SIPU1t2zgxDntWSLZPL0roPC0260mgPWN8j6H/AOuDXOSNx1rU8LSY1KePPDRZ/I//AF60ou0zGur02dJqX/IOuP8Arma5CPpmuq1l9mlz84yAPzNctEeK0xHxIxw+zHsOKz7pcg1onpVK4HWuWex0GPct+5CCuw8D24j0qabHMkuPwA/+ua4+5XPHvXoXhmMReH7QDqylj+JJq8Krzv2Oeu/dsbFYmrp/pMb+qEfrW2aydY/5Zfj/AErfGq9FnIZopaBS14AhRRRRQAlLSUtACUhpaQ0AFOHFNFOpCFppNOppoBBS0lLTAU02lNNoAWtLR/uzfUVmVp6R0m+orrwP8Zf10GjTrgPFsRXxAHxw0S/pmu/7VyHjOD57O4A/vIf5j+tetilema0naZgxEngdK0oBhRWfbrgA1owjiuGGp3ExHFVJRVw9KqTHmtRo7ayObGA/9M1/lXHXxB1W7/66mur0mTzNKt2/2MflxXHzP5l/O46NIx/Wuiu/cRz4dWmxcfLWVqC5Q1rnp71nXy5U1yM7YnJPKbZJgvVuK3vhlZ+b4iuLkjiCAjPuxA/kDWDqQG8iu5+Ftvssb+c9XlVPyGf61pQV5orEvlot9zv68K+I648c3nukZ/8AHRXuteHfEnH/AAm1zjqIo8/lW2M/h/MeQf70/R/mjke1NPWnGmnrXln2g6kNKKQ0xgKWkFOFABQaKDSAjYc04ZpCKBQA45xQKDQKAENAoOaQdaYDjQKQg04UgI2BxXqPweu8x6pZk9GSVfxyD/IV5e1d78I5NviC+j/vW2R+DD/GujDO1VHk5zDmwc/l+Z6xqyeZo94n96Bx/wCOmvAdHztDg4I5Br6HmjEtvJGeA6lfzGK+erdTbSyQdCjlT+BrtxPRnyuBekkdAspuJ4j3A5+tdBbqNgrntNT5ga6WAfKK5NzqkraDnHHFX/DH/IYb/rk39KpSDirvhpgus49Y2H8q0pfGjCt8DN/XzjTcesiiuciroPEZxYxj1kH8jXPR9ela1/jMKHwEx6VSuvumr38PSqN0eDXPPY2RjzH5se9ekaGu3Q7Mf9MhXms2S/HUmvU7KLyLGCH+5Gq/pWmCWrZzYjoT1max92H6mtOszWPuRfU1rjP4EjmMwUtNFOrwBC0UUUAJRRS0AJSUpppoAUU6mCnigQpNMpxptAIKdTaUUABpKDSUALWlpJ+aUewrMrQ0k/v5B6r/AFrqwbtWiC3NisDxYgbSVYjlZVI/Wt+sbxLF5miTH+4Vb9f/AK9e1WV6bNIfEjjYewrRh+7WbCe/etKI5UV51M70SnoaqTZwatN0qpKc1qUjqNAk/wCJMP8AYLD+tcpGea6HQmxo936Asf8Ax2udiPA+la1XeMTKirTkWv4KpXg+U1dHTiqV6cI1YM6VucZqfEjV6N8NFx4flPrcH/0EV5tqbfvmr1T4f25g8JWzHrKzSfmcf0rXC/ELGu1JI6mvB/iI4k8bX2OdoQfkgr3duh+lfOvie5N34p1OY/8APy4H0BwP5VeMfuJHRw/G+IlLsv1RlGm07tSV5p9iKDQaSloAbThTacKBi0Gig0gGHNAzQaB1piHc0AUdqO9IYhpBSmkpiHUCjnHSgUANau2+FB/4q2Yetq//AKEtcU1dd8L5li8aIpODJbyKPrwf6VrQ/iI8/NFfCVPQ9zrwrXrQWXi7UoAOPPLD6N839a907V4p4yJXxzqGeMsmP++Fr0cT8J8dgPja8ifTuSPSuigGBXP6X8yL+VdDF0FcSOyYsvQ07RZjFrlv/tNtP4jFMkqKxYR6rav2Eq/zq4aSRjNXizrfEZ/0GL/rp/Q1z8R4rofEg/4l6H0kH8jXORda2r/GYUPgLPbFZ94cA1ePHNZ92c5Fc9R6GpW0y2+16zaQkZDSAn6Dk/yr07HFcR4StvN1WScjiKPA+p4/lmu37V04SNoX7nHXd5WCsvWDxCPc1qVlawfnhH1oxn8CRiZwpaQUteAIWkpaSgAopKWgApppaT8KBCilpop9AmIabSmm0xjhS5popaAENJS0lAC5q7pbYvMeqmqOeKs6c2L+P3yP0rbDu1WL8wR0FV72AXVnNAf+WiFfxqxRX0LV1Yo8yRSjlGGGBwR71oQN8gqz4isfs2o+eo/dz/N9G7/41RgfBxXl8vJJxZ3wfNG5aY4qrLyKsHkVWk9M1Zoja0Fz/Z1+M9Fz/wCOmsKI81ueH1zZX/uuP0NYMXbj61pU+GJFP4pFwMAtUNQOI2NW8ZXNZ2pSYjI9aybOiK1OPvsvKQOSTge5r3PSbQWGk2lqBjyolQ/UDn9a8g0Oy/tDxRZQFcp5odvovzH+Ve1966cLHRs5sfPWMRH+4T6DNfMt5L52oXMp6vK7fmxNfS9wSLeQjqFJ/SvmDO6U+5rPG/ZPV4dWs36fqSHFNJFKe9NrgPqhad2puaWgBCacKaTThQMdTTS0hpANNApSKTGDTAfSUdqO/WgANJ3pTTc0CHUD60gNGaBga0PDd7/Z3ijTbknCpOoY/wCyTtP6Gs4mo3Yo6uDgg5B96qDs0zDEQU6bi+p9SYyM15F8R7RrfxWl1j5biFSD7rwf6V6vZy+fZQSnq0at+YBrk/iPpn2zQ0vEXMlq+T/uNwf1xXr1o80D4DDS5Kyv6HGaU3IHrzXSxH5RXJaU5BU+nWuoib5BXno9GpuSSk49arwkLdxE9pFP61I7HAqvkGdPXcBkU1uZPY7vX13aYx9HU1y8Z5ArrdXXfpc/qFz+Rrkk610117xzYd+6TseKzLk5Y1oucL7Vl3H3q5KmxudR4Qh22M839+TA+gH/ANeukrN0S3+zaRboRgld5+p5rRr0qUeWCR503eTYVj6sczoP9n+tbNYeqHN2B6KK5sc7UiSoKWkorwxC0maM0maBC5pKKTtQAuaQ0UhoAUU6minGgQlJ3pc0lACg0ZpKM0AGaSjNIKAFqW2O27iP+2KioB2uG9DmrpvlkmB1VFIDkA+tLX0yLM7WrQXemyKBl0G9PqK4iI/OK9HIyK4G+tvsepzQ4+UNlfoeRXFio6qR00JdB/bNV5Dg9OtTqflFQTdcfyrE6rm/4ZizZ3eejkL+n/1651cKx9q6rwwuNNkPrIf5CuZuU8m9mixja7D9a2qL3ImVJ+/IeDmOsbVX2j8K1s/KcVh6s3y/hiudnXDc0vh5aebrdzdEcQxbR9WP+ANemVyXw/svs+hvckfNcyFvwHA/rXW9q9CjG0EebiZc1VkcozFIvqCP0r5hRCLmQHqhI/WvqBulfNmoQm21PUkIIKXMi9MfxEVzY1aJnt8PStKcfT9SlRQKUV559WJilpccUUDG05aSlFADqQ5o7UhoAQ5pM0hozQA7NGaTNGTQAp6U3NLmm96BC5pcn1ptKDmgAzUcg3L+lSUnegmWx9FeFL7+0fC2m3ORl4FDY9QMH9RWpdW8d3aywSrujlQow9iK4X4TXvn+GZbRj89rcMMeit8w/XNegV7VKXNBM/PMVT9lXnHszxR7N9M1K4s5PvQyFc+o7H8q3bV90CtU/j2x8jVoLxBgXCbW/wB5f/rEflVKwbMQB+tcNSPLJo74T54KRckIqCPBuogeCXA/WpJM0aenm6paoeSZV6fWpirsmWiZ6NcpvtpU/vIR+lcRGOx4Nd2eRXC42yHjvzXXiOhx4d7jpPu9aoLGZ76KIfxuF/M1flPyVHpCeZr1sPRs/kK5GrySOiTtFneKoVQo4AGBTqKK9Q84SsLUDuvZPbA/St2ueu23Xcp/2jXn5g/3aXmDIqSikrxiRaSjtSZpgLSUUUCCkzR0ooAcKWmilJpCCk70tJQAUUhpaYCZoooBoAO9B5FFBoGdJatvtom9VFTVS0t99in+ySKu19HRlzU4vyLCuZ8UWwWe3uQPvZRvw5H9a6esrxBEJdLY942Vh+eP60Vo80GXTdpI5hfu4NV5B81WcHGKhkTNcVjvOn8ND/iU59ZGrn9YXZq9yOOXz+YFdJ4eG3R4h3BbP51g66pXWZiR1Cke/FdFRfu0c9J/vWZ5H7s/Suf1Y4QjPeuh52YNYN7H519BCeryqp/EiuVo74s9R0a2Fpo9nBjGyFQfrjmr9IoCqAOAOBTq9NKyseO3d3GnpXz14wTyvE+pqDnNy5z+v9a+hWOFJr5t1y5N3rV3OT/rJnf82P8ATFceNfupHu8PxbrSfkZ9OFMHWnivOPrx1NJFLmkJoGJkUtNpaBC5pCaXJpDQAhNJmg0maAF7UZpM0o60AO/Gm96CfakJ9qAA0AmkJpN2DQK47NMY0u4VGxpktnpPwjvQms3tozY8+EOo9Sp5/Rq9hxXgPw4u1t/GNiGON5ZP++lI/nivfhXqYSV6dux8VnMOXFX7r/gHOeNbL7V4ekkUZeBhIPp0P6GuK01iUH0r1K7hW4tJoWGVkRlP4jFeXaWuE57HFTiI6pmOFl7jXYuycJwal0UZ1q16f6wGopfu56VJowZtbtFTk+YCfoOtYwXvI0qfCz0c1xMwH2qYDp5jfzrtq5C4QC/n/wB8/wA66q+yOOhuyCRcxnpUvhq38zV5JT0iTP4nj/GnEfJir/huIRyXZ7krj6c1zwjeojeq7QZ0NFFFd5wiHgVzDtukc+pJro522QO3oprmM815eYv4UJj80lIDRmvLJFopKKYBR9aKKACiiikIM0tJRQwFpKU0lABRRSUDA0Uh6UCgBaQmkJxTS2KANrRZMxSpnowP51q1z+iS4u3TP3k/lXQV7uDlekvItC1n6yQNKmHqAP1FX6x9bnBEduDyTub2Hauio7RZdNXkjD2Z5qKRMGrWOKicZriO42/Drf6FIn92TP5gVl+Iip1UY7RjP5mtDw/kPOvbANUvECD+0VPqg/ma3lrSRzxVqrMtU4rNNr53iHT4z0adc/gc/wBK2FXiq2xk1aznRNzJMvGcZycdfxrnS1R1t6M9BHSlpB0pa9E8sr3fFpNg4OxufTg18xSvulZs9TX0R4vvjp/hPU7jOGWFlX6t8o/nXzlntXn416pH03D8Wozl5r+vxJVp4qJeakHrXCfTIWmmlpKBhRRRQIWkNL2oOfWgBpNJ0pTmkoAMilpKKYXHHFN/Cl6ikzQDA9KjNPNMYUiRM8VGxzSg0xjzTREizpl49jqUF0hIaGRXH4HP9K+oreZZ4I5kOUkUMp9iM18ox8yD619L+EZzceEdJkJyTax/oMf0rvwb1aPmc9h8E/kbh6V5u9t5F9dxgAKs7gD2zXpHauBkIlvLqRfuvO7D862xGyPHw27Ksi8dOtWtAULr0Bz6j9DUcifLUmkgf2tak9nFc8PiR01PhZ39cldAi+nz13musrnNWi2X7MBjeAa6qy0OOg/eKo6Yq5pMwivShOBIuPxHT+tU+xppyDkEgg5B9DXPF2dzqlHmVjr6WqGnXwvIfmIEqcOv9avV2ppq6OBpp2ZWvjiylPt/WuaJwxrf1aQJZFe7EAfzrnnPzmvIzB++kSyUHNLUanaak5xmvPJAUUGjFMAozRiigAoopKQgp3amiloAKKWkoAKTNLQaAGmkGaU0lAxjHFMJ7ZpzVEaBlnTZvK1GE54Lbfzrra4NpTFIjjqhBrukcOisOhGRXr5fL3XEoiurlLWBpX6DoPU+lcw0jzzNNJyznNT6vefaLwwqfkiOPqe9Qr0rarPmdux10ocquDcioiKlPSo2PNZmxuaJHttnk7s2PyrO15CNQDHoUGK2NKx/Z0WPf+dVteiDW0cmOVbH510yj+7OWMv3pgKKhmBB3DqDkfWp14pkozz2rkO1HX2N0l7aRzJ/EOR6HuKs1xuk3/8AZ97tkbFvL9/PRW7N/jXZAgjI6V3U58yPPq0+SVjhfircGLwh5QOPOuEU/QZb+grw4DFe0/FhC+h2ePuickn/AICa8YP3c54zXn4t++fV5IrYdPu2Kp96l6AVBH8zACrDY3YrkPdQUhpadigY2ilIoAoASl6UYNH1oAbSU48mkIoENpeKPwo/CgYvbpTe9O6000CYUw048imEUEkTjBqPJzUz9KhYcU0QxEBDKR619IeAznwPpH/XAfzNfOSYDgnp1r6I8CyJB4B0ySVgqLCWLHsNxrtwnxM+fz1fu4+v6GvrF79isWYH94/yIPc9/wAK5OGPagHpUl9evqV2ZTkRLxGp7D/GlXpitKk+Z6HkUockddyFxmpdPjZtQt9o58wfzpjjFaXh+Lffl8fcQn8TxUwV5IdR2i2dVWFrI/0tP9z+prerD1oYuIj6qR+tdVX4Tio/GZ46UxxT1pkzBEyeK5bHYQ/aJLOdLiM/Mh+Yf3h3FdhFKs0KSIcq6hgfY1xTsGXI6Guh8OTebpYjJyYnKfh1H861ouzsYV46XGazJuuIouoVSx+p4rLxz0FdTNawTnMkSsfXvXhXifxpr+l6lfQ2zWyJFcyxIGgyQFcgd/SuWvg6lSbkmtTlZ6go9VH51Mq5GNo/Ovnq4+JHi1yQNTEXbEcKD9cVl3HjTxVJy/iC+/CXH8qxWW1erRNj6c8s4+6Pyo2P2Uf9818ryeJvEEhPm61qLD/r6f8AxqjJrurOfm1O+b/enc/1qv7Mn/MKx9alWxyv/jtQSzxw8yTQx/75A/nXyYdX1NlKf2hdlT1Xz3wf1qtJJJM2XLufdif501lj6yHY+sX1zS4/v6rYL9bhP8arnxPoQ665p3/gTH/jXyp8ox8nFOaNCQQuKtZYv5gsfWMWtaZMB5WqWUn+7Oh/rVuOZZf9W8b/AO6Qf5V8jKu6ORNozsJzx2wabC1xGu6KWRCOmxiv8ql5Z2kFj6/Oe6D9RSYB6qfwOa+S7bxLr9kf9H1e+j2notw2PyzXRaf8VvF1iVL6ilyg/huYg2fxGDWcsumvhYWPpHC+p/Kk2j+8K8UsvjlqSnF3o1rKPWKRkP65retfjbpcgH2nSL6I/wCw6uP6Vi8HXXQVmemFM9CPzpuxh/8Arrjbf4seFrhfme8i/wB+2J/lmryfEPwnIoxqsa5/vxOP/ZaydCqt4v7g1OhdWqFg2elZH/CceF3+7rNt+bf4U1vGHhthxrdof+2lL2VT+V/cUmXZlfdjYcV11peCPQUuH6xx4I9xxXm7eJ9Bllwmq2zHthya6q3u1m8JiaCQSW8sw2ODkMM8/qDXdg+eEnddDSKu0in5oV1MjfNI+PqTWgB8vFczfXCnU9Og3cmYH8smum6IK6UehJWsBPy5NV2bmpHbIxUB4oFsdTpH/IOj+p/nTdaGdPPswqTSv+QbD9D/ADNM1j/kGyfUfzrqfwHEv4nzOcA5odcrQtSEZGa47Hfcz5VGCD0NbPhPUHlhmsJmy9vgoT1KHp+XT8qxZpUM5iyM4zil0u6FjrlvKx+SU+S//Aun64q6cuWRNWPNBl/4lQJL4OnYnDRujJxnJzjH5E14TKhWMCvpHxDpx1bQbuzUgPInyE/3hyP1FfOl/sikaOSVFYHHLCoxcHzJpHrZHXgqbhJ2dyG2jIJc8Ac08DJ65rOvddsbBBF5hmfqRFzj8elZb+LQAfJsyR6u+P5CuaNCpLVI9ieZYWk7Tmr/AH/kdRgelPx/siuKfxbfH7lvAo9wT/WoJfE+rNyJI0HosY/rWiwdQ5pZ9hI7XfyO859BSFyOuPyrzw+INYYH/S3H0UD+lINf1Yf8vsn6f4VX1Kfcy/1hofyv8P8AM9F3H2oyfb8q88/tzV+v2yQ/l/hSL4g1jPF3J+IH+FH1KfdB/rDQ/lf4f5noRJ9B+VIT7CuBm8Q6sgT/AEsgleflHXJ9qjHibVx/y8gj3jX/AAo+pVO6H/rDh/5X+B6CT/sj86OMciuEXxZqiH5nib6oP6VMvjO8HDW9u34Ef1qXg6hpHPsI97r5Ha/L6GmlV9TXKJ4zlx81lHj2kI/nVhPGNu2N9pID7ODUvDVV0No5xgpfb/B/5HRbR64phXHcVkJ4r09wN0c6n/dB/rUo8QaZIf8AXsv++hFS6NRfZNo4/Cy2mvvLzA+nFQsrYIpqX9lMf3dzEfbdilaRQpO8Y/3qnla3Rp7SlJXjJMQAtOqkEAkZr2q01Jn8K6PYqhjCwBpE+hIX8DjP4ivEbLFxeoBImNwG4twMnHNevafAbHT1WV9xiTBbPp/St6XNG/meFmU6dSyTu0zatx+7FWe1V7ErLapIOjKCKnAIJ5rWx5L3I5OBWz4bx51we+0VhyMCSK2/DIzJcN7KP1NXS+JGVb4GdJWLrgw8B+v9K2qxteUiGF8cBiCfrXTP4WctL40ZiVl60ZGtXRGAJB5Jq+smDU2nBH1eMSorqyMF3DIB68e/WuZK7sdt+Vc3Y5jSrq5ltgLuB4ZOeGHDY4yD3HvXU+FZcXF5CT1CyAfmD/SpfFkOLO2uBgGOTafoR/iBXPaLqQtPEVuGJEc2YWPYZ6fqBVJck0Zyftabkkeidq+cviLbmDxNqSkcNcO3PocN/Wvo7tXhXxbtvL8SNJjiWNXH5Af0rrW5ws8mkCHO75WDYFVpBwBnp2Iqa6JFy3JA3ZqNijLjBGBVEldsBQOdxFQyD+IDHtViVdsQPHPQ96idPl4OT+dICrgk8YpF8zcfUVYAIJ3DjsBTQMENjvQMYzNyOCSfSmh9uQwqU5LbiPpUD+uABQIsxyokiE8AgqTjoCMf1qSZnjkDCQtlAWDD9KzxKWHlt0ps80jyJGSRkAEetAyaWaPOyEE+pNNQHPv703ZsUAHGPSp4oWZgMmkBNDEWPA59K0IrUgjOc98VLaQBAC5I45NaUCIyjrimIrw2oCtg5AFPNqdpwOa1BAMBQFGTk5qFwUYKjZ749vWmBT8nZFt5OfTtUBQxn/Z7Vr+RGwwuWZhniqF4QqEdh39aBkulbftCtzxj617Razi28JaLZofvGaYj6yNj+ZrxHT5/9JRQQRnmvXtEjuH0e3N0yuEDbeOili2P1rGt8NkdGGjeZQub6VPG2kRQuB5pZSSOqlTn8a713wuO9cR4ftE1LxTcaswPlWYMMA7bj1P5cfjXVXVwfJZlOG6D6muNHfNK5MHyxz0pu7czAew/GqyOI41XOSR1re0LTjMVvJlxGv8AqlPc/wB41UYuTsjGclFXZu2MLQWUUbfeVefrUWrLu06b2AP61eqG5i8+2kizjcpGa62vdscSfvXOQWpWP7s1CwaKV43GHU4INKr5Vl74riPQSOXu7fUptdjksoXmVQVmRB91eobPTirkky+XFP2Rlk/Ig/0q5qHj7T/CenW9tNGZ7x2bMSkLgZ4JPv2rGW5F7ZGWGIhZcuI852g84z7VUklaxS5paNWR61kOmVOQRkGvk/xLAVvZF4ypPbvX0p4Sv3vtBgEv+vg/cyZPp0P4jFfPfjiF4PEWoxABSkzDA7c12wd9TzJJxbRwrxfORjHOKgMY3HjHofWtCZhJIflAIqsQN+cc9ce9WTcquGCgYBx7VAQcdKuZPfAz1FV3TJ4yRSsFyLpznHtSqrHkMPpSPGccE09Yjt3EFhQAnKMQxpdp3Y7dc011ONxOPShJCXCkj2NAErQK8MZd9u3fnPPcY/nTZYFaIMnJ6YXtUttOYpJFJ3DBIP4Yqs87IQYm5IwW96AImi2n5jjPOKApz8qY9zTQGY7ixOfzqaNCTjNIASHcQW+Y1ZWAf3Pxqa3tmfsR7mr8VoAeQcU7BcpR2fyZC59/SpltsD5gBjrmtNLYCPOcgnj2pWtWIAwQOpp2Az/sq/eK5X1pn2eMAkKPpWo8IZQuMjsR/KqcqGPKtyCelFh8zNnw3ZrdXK269GO09u9es6vdrb6XKR3XAHrXm3gyJmvS+PujJx1rq/FN/JbafbyQ4MqzJtBG4FsjHHf6Vx1371jvwsPd5ju9LjMOmQRtkOqAEHqCBU7NjNNiLRWy+YcuwyT71F5mWwT061ia9QYck+tdD4ZXEVw/csF/z+dcy8n70KOnUn2rr/D1u0OmhnBBkYuAfTtWtJe8YV9ImxUU8KXELRSLlWGDUtFdRxHG3trJZ3BiY5HUH1FJHOYmjnjwXjORn8sVv61Ztc2u+Jcyx8gf3h3Fce9wEOOxrlnHlZ20pc61MrXfGt/qN0LIWX2aCF8ygncZCPQ9hVgqLq1WaEgDGVI6g1UvdGtb2drkNiU8k54P4VWhtrizRo42bbnjDcVDbbuzpjCKVonqmj3/APaGlQXDFfMK4kAOcMOory/4ywZu7OTBw0JB98N/9eu58FrCmlOscbrNvzM7dHb2P0rB+Lenm50W1uR/yydkP/Ahkf8AoNdkHdJnl1I2k0fOdwwM5DevU96rknLcZyas3KlZWDDkdc9RULJ3GRz0rQyGumY0BDfWlGQo+WpAp6frUscDNx1HagCsYwwJI5J4FReVyflwO1aYsZHxjPHaq01s6A4BBBoAoyjylOD+lVJG7YqxOCPlJzVduQBSAgPytn86fHiWcNjlVprghCCetS2cTbmcLnC7j+Y/xpDH8HjHTrVu1UK3XiquCrnA4qzBjIxTEbcbhowSOT61cg/dthm+U9RVOFlChcg4rRtUTBLSAN+gpgSysY0/d4UE53etICFKtt7dSeTUrYcMincp9ulIAA5UZ70AIWJYFRzjoD3rNvc8jHHetVUUxZfknOMVQu4t8YIwGHp0xQBnWSss4kHHPH4V7va6de3vg+wu7aVhDKrLMET5gASAV9sD8K8UsIv9OjVsncwFfTXgWIxeDNOU5+6xGfTecfpWc48ysa0qjg7o5Gwii062MEELRpnnKn+dXIrefUJBHbxlyg3HFeiFQRgimJFHHnZGq55O0AZrH2PmdDxLfQ5/TPDKKqzXxZpSc+WG+VR6H1rowoUAAAAcAClorWMVHY55ScnqLRRRVEmFrlhvT7VGPmUYfHcetYCNtfk13LKGUqwBBGCD3rj9Wsv7Puflz5DjKH09RXPVh9pHVRqX91nAfEPRBcxRapDGXlgGCB3Unr+B/nVbwlqbrbm1uRsQHg9x9a667kiuYGgmAKtwQe4rFl0eyiT9x+79h3rE9CElazOw8KBoNXlWFWa3miyxAOAwPBP5kV5J8VoPI8Xaiq8b2D/mAa9X8I6Tqkdwt1JdXMdqB/qpGOJOP7p6D3rzX4zW5h8TTuFwZERwfwx/SuulseZiLe0djyoSFFzjgdTS5DOM8Y7imHlQMEc/hT4xliS4Ocgd63RzECrvdjjP0qN4G5JBHPSraoxbOVBxTwhYjfyOvNFgM5gSwX0pu0lduTx7VfePcOGUAnPNMZEAyT+tKwFKQOMJnHFU3yp44xVl2J3YHfgVWYnOW/nSYIUZKE5wQOKbAucsRnngUE7VI71JEv8Aowb/AD3oGGPnGTir1pbmRxjnPSqq4bDMM56j3rRszt+7jPYUxGnHGsanK854xWhAgIVivB6E1WXLEKVIXGKu2gCnaScH2707AT+RuXoNoHpVcIfOZQSVHDY7VNKX8xEPyj+6OM0oJVydgHt6UARvBGVJA+Ve9Y982GGeOe1bjEndjGDzyaw75WyePpxQwPQfh1p0j6fNdncqyNhTgcqP/r10EVi2reKImliIs7IeYrFcLJJnAx6gEH8a5HwJqFw0C6N5syq7/uzF1Jb+H25r0200a+sYjFDp06oO+wmuKonzPQ9SjUgqasye4uQI3cdE6e9VLci3tuTl2+Y5PUmkmhuJriOzEEglLDKFSD+VdFYeEmkdjfnaijaixvyfckVnGLk9BTqRjuU9DsTqN6N4Jt4vmkP949hXdgADAqrZWNvp9ssFsm2NffJJ9SatV1Qhyo4qk+d3FoooqzMTrWNdeGbC7uGmcSqWOWVHwCa2qSk0nuNSa2Mj/hGtM8vYISPcOc1HH4V0xH3NHJJ7O5IrcopckexXtJdyOKKOCNY4kVEXgKowBWT4rsRqPhi/g2gsIi659V5/pW1TWUMpUjIIwRVEHx1qKbLuRcYO4iq6DeFBBwK6Xxnpw03xHe23IKSsPwzxWRboCvTIz1NWSEMEZUZU49QK0Le3iUqVIIpUhDLgdRU6YU7McZxmgQGDJ4CjHYVSu4VctxgsOtagZZST0HTmqUzArgDOKAOWuYsE5HT9az5PlB4FdBeQDOQuc1h3C4kK4xjrQBTYHB4713PgLQU1l9dgaMN5eiXEicdHBQqfrxXHKmWVffNe2fAbT1n1PW5ZBlRZxwEezsxP/oNSxo8VPADCp4MHp1qzrFg2naneWTAhred4jn/ZJFU4WIkAzTEbluGYZ6gDk4q8ke7kLxnOB396zLSTYucZHcetX45iFwMhVHAHUUwLSxlW+ZsDPAFOU7pMZK4yCcjiq5LE4z16cVIvzEPxn6dadgLoRmQbjllzzngiqN05UMMYAPOKuqccDuTnPBqGeLyh97cTzmkBVs/luo26dev1r6k8OxmLw7pyHqLdP5V8wWuJJlVc5B44r6m0pDHpFlGRgrAgI/4CKllIu0UUUhhRRRQAUUUUAFV7q0gvITDcRh0Jzg1PS0bgnYrW9ja2kXlwQRxp6Bad9lg3BvJj3DnOwZqeilZDuxBXjnxu04OLO9Ax+7KE+uD/APXr2MVxHxW077b4IuJgPntWWUfTOD/OqW4mfMflksRjP8WSetEcHULnOT2qz5T+aQMc8YFXrSF88qAcc84NWQZ8doX4wcgZNXxpjEZYcEZrVt4lYkNF24K8Cr4iDRA8hRwRigDmJ9M8tQRjafzFYt3bGItwciu7uIQsbIPmANc7qduA28cbuTTA5MgqxyKgZenb2rSnTY3AAqg+536c5qWhpkLDLnGefWrES/uVz0JI/X/69NRcysCM44roV0GX/hA7fXR906i9qRj1QMD+YIpdQMBNw5zn2rUsQDKoxx1+tZwysp4rStBnax4poDZjO8dSOO/atSE26RqfMIJ5+tZ0KkbclSW6fWrogIDYAGR1NMRMEEgGRkKMjP0pANynaCOcDmm7RGrcksBzzjvT4l3ZYPtbO4c8GmAs6qFwF+YYyT0rKvIN0m5eM8YramTarMMHPqc1lTszyhSCcgfzpAdX8MbMS+JrHCA7J1bJ9sk/yr6PNeDfCSESeKIyOkYdzgexH9a96NQ9y0N2jOcDPrTqKKQBRRRQAUUUUAFFFFABRRRQAUUUUAeD/GHSVg8Ri8C4E8atn3HB/lXm0JK+/PT1Fe7fGKwM2g214oyYZCrfQ/8A6q8IbcPu/dqkSy8lwYsckDoRT2mY544Pp2qqPnQAjB61NCcZ+btyKYifzWEZ2vhR1zUakPzyAR+tDxYjznGeaWGI+WcnpzxQBTukAQkcAVg3oBkJHXNdBeAhWUA4PPtWDKvzDIyO5oAqwjL8+ua+jPgXZpF4b1K7A+aW7EZPsiA/zY188R4UjjIr6Z+C8ezwCG/56XkzfkQP6VLKR5B8WdOFh8Q9VULhbgJcKex3AZ/UGuCUHzMA/Svafj1p/laxpGpBfklheBiPVTkfo1eOLEUfOQccg+1NCZft1+QcHitCNBH8pHXnPaqdptdwMkHmrsiyLHyMk8cj2piEmfLBVz/KplBkGFYjtUOQWDBSGFTwcE5zkkZyKYEsEh83B5xROCUHJx/Kmx4804BIJ5qwV+XGDnt6UmBHpsSxX8RZsAEEgV9UWv8Ax6w5/uL/ACr5at/luAS2OPSvqKykWaxt5U+68SsPoQKllIs0UUUhhRRRQAUUUUAFFFFABRRRQAVmeIbQX/h7UbUjJkt3AHvjj9a06QjIwelAHyGE/wBJztCnPU9q1rVRkKck/wBKm8U6d/Znie+tQMCKdwPpnj9CKpQsQm3rgEVoQaXleWRtAySSeanjl3sqY6ct7VnJOzoOcEcAVIjEMEcbW9aYFm4cJIAo5xWRdxiRWBA3jp9Ktht7FBzg5DGknQMML19TzigDjtQiZELYyD0x2rKROd2D8vU4rpNR2bCnJ5xzXPMBnHvmkIIUwd+Oc817Vp+g/aP2bJmCZlSU3w/4CwB/8d3V44gGHbsAW5/Svq7wroqv8J7PSimPtGnFSPd1PP61DLR8mTxYkz1J6VYscjA5zxS3UbKAsgxIBsJ9COKfYx5YP26c1ZJtQSlVCADHUE9QauI7PwSdxGc+tV7eDcpJ6KM/WrSsoQnHOOg7UwBCQc568YxU8CYyD932FVImO4uc+nFWGUx4fd7YzQBcMf2hMFgAORjv7VnzssbgZJwcVdjO6Fc+uc5qnJD5jsWOAuevakB6X8HrYvrFxc8gJbkc+pK17P2ryv4OxqsF+RnKhOT3yT/hXqnaoe5SCiiikMKKKKACiiigAooooAKKKKACiiigDnfG9j9v8IX8WMlU8wfgc18yTReXOyE556V9b3EKz20sDfdkQofxGK+U9ct2tNXubdztKORj6GmhMijG7jGe4qZYkQ5HJJ5561VikCJk9T0+lWiMgHcfUHFUSNdyFIYZI6U8NsRV5x7U8xlxgen6UySPL7c4PQU0BFMgKbT94cAisq7tgjZHIrTZtnXOfr+tVp13RZOd1JgYqxZnVARivqL4TQiH4c6ecY8x5n/8iN/hXzNHHi8BxxuFfUHwtdX+HGj7eySA/hI1SykY3xs077X4HW6VcvaXKPn0U/Kf5ivnMx7wrA4ycYNfXHjOx/tPwZrFpjJe1cj6gZH6ivk4bTHGSvzY6jvTiJlq0DCI4OH6dKuRN8qo+dvVT6VUtiycqAVParce1jsIwKYhdypIARgChCDKfmzntSHHDU0SKFIIxjoBTAsqCDjBzjOat7S0aqB06ms+OZhIuOParqFhyX5x92hgTWUT3N/DAF5ldY8Aepx/WvqCGNYYUiQYVFCgew4r568D263njHTEOSfPDkf7vzf0r6JqGUgooopDCiiigAooooAKKKKACiiigAooooA8H+LVh9n8XNKBhbqFJM+4+U/yFcNbq4Lc/wD1/pXsXxh05JrCwvduWRmiJ9iMj+RryGLHt/hVrYlj0CKw5xuORgd6uBA25j/D60BE4LDJ74FIcqAwAIwARVCI7eBTL8pJ56HtRdLtQ7RkrkHmpIyQjvjljg9qHCkFjyGHIoA5PUEbzXOPyrKcAEfL82OldVfWivFvGck5/CudvYwgZxgMB3oEVocOTGg+8VX3POP619q6Xbi00mztwMCKBE/JQK+NdEsWm1KyQYJlu4UH4uK+1QMDFZstHyF4z0xdP8X6zZHISK8kKH0BO4fhg1lWwCv8gLLnOK7/AOL9h9m+I08gU7LuCKYj8NpP5rXEWUSCUMM4JOR61a2JZr2tsSi7crx8w7/lSZcSNuTcG6GlVWSQuC24LkA9celTs6bN6KAe+aYEKqMYIITPTtVmXBQA5+90qB3VolXLAjqBUwXIBHJwOPWgCeNSVXK89TjrTJV6kcDHap7cEEtjjHANDxumV6A+/NAHqHwhJC6ku04xGcnr/FXqBrg/hZZGDw3LdOCHuJj17hRj+ea7s1m9y0LRRRSAKKKKACiiigAooooAKKKKACiiigAr5y+KFkLLxje4QDcRKp9Qwz/Ovo2vGfjVp2270++C8SxtExHqpyP0b9KaEzyWMJI+3cQPatGJRsALHisyIlWxgcDnHpWhENx6kA/rVCLcIC4Oe3QVC4weMkds1Oudq4AyePSo3IG4M2Bn1oEQeSZDnse9QSqFLKMe3FWpH/cjYTnuKqsd3UHI4oApLFm5RugzX0l8Kv8AknOlDHTzf/RjV88oBjKg9e9e/wDwkkL/AA/tATkxzTJ9P3hqWUjtpohNBJE3R1Kn8Rivjy6tvstxPbMceXM6qfTBIIr7Hr5R8X2v2PxlrluQABeSMvtk54pxBmQhIU4Bxnmr1vlgc8Y71mxE7iOq9a0o5AmFO7nmqRIp3ODj7gqBYwQ+CeOKmywYkfc64H86bKCrKQOG5JoAaEIZRmr0UoYKM89j7VUC7nyeAo65qWJuTjlR0oYHoHwotWm8XrNwRBBIx/HAH8zXudeS/Byz3TapqBHRUhB/EsR/KvWqhlIKKKKQwooooAKKKKACiiigAooooAKKKKAOR+JFj9t8FXuPvQlZR+B5/Q189RMFmD8gdee9fUWu25utCvoAMl4HAHqcV8w3eIbp0IPXOOmKuImXbdxMr8HI7Z5qzFGGTaM9e/aq1mkahSAQCOQSa0EVM9eMj61RJBLCI1C+5z3/AM//AF6quoiPIyB0wa0Z13SHapz39PaqxhaY8DgdR6UAZsh8zeTwMcCud1GLI4BrrJ4RCAeCe/0rF1CLerjbkgHBoAi8JxqfE2iq44+3xkjHYV9hV8j+F0MHiXQ26kXicfjX1xWbKR4b8crYp4i0a7HBktpIvrtYHH/j1eWWy+YygfKeMAcivafjpbh7HQ58cpcSKD7lMj/0GvGYeX4ABJJ5OMGrjsS9zRR34O0EjipSgPAXgr6etQ2u8t0yPrVyQHzBHG3J6nPWmIp+b5bA8cdfegykbgBjnHvT3iHnqrZ5ONwpnlAKWB6nmgZeiLPECzkL04qfrIFbcUA61Ut38rC9eOff0rQsbY3d/bwBiBM6xDjpuOKAPfvCdr9j8LadFt2kwhyPdvm/rW1UcUawwpGnCooUfQcVJWRYUUUUAFFFFABRXxB/wnfjD/oa9c/8GM3/AMVR/wAJ34w/6GvXP/BjN/8AFUAfb9FfEH/Cd+MP+hr1z/wYzf8AxVH/AAnfjD/oa9c/8GM3/wAVQB9v0V8Qf8J34w/6GvXP/BjN/wDFUf8ACd+MP+hr1z/wYzf/ABVAH2/RXxB/wnfjD/oa9c/8GM3/AMVR/wAJ34w/6GvXP/BjN/8AFUAfb9cF8WbRZ/CAm2gtBcIwJHrlT/MV8u/8J34w/wChr1z/AMGM3/xVQ3XjDxPewNBd+I9XnhbBMct9IynHI4LUAdOQQ5AC4PpV1JGUjAIIHGa85OoXp63c5/7aH/GnDU78dL65/wC/rf407isekl22lRznmo5d2R+tedf2nf8A/P8AXP8A39b/ABoOp37db65P1lb/ABp3Cx6GoUZyck1DlmYhs+1cCNRvR0vLgf8AbVv8aP7Rvs5+2XGf+urf40XCx6EV2xsfQV7n8HAR4CUk5zdzEfnXyX/aV+Rg3tzj/rq3+NXrPxZ4k063+z2PiDVbWHJby4LyRFyepwDikwR9z18zfFK1Nv8AEbU1xgSeXKD9VH/1685/4Tvxh/0Neuf+DGb/AOKrr9dvbjUtQ0y4uWkklfS7QPLKxZpG+zxksSeSS3eiO4MyoY8N04FXNxDFsYI6CodhRycE4OQasABlA/iHTmqJF+7ggZXrQGBK7l3DNSplQVYqVPWgoVG4AYTOaYEbIEC4OQOcAU9UDKGAIGc8UqEbSfbOcVIoBAIJ9MUMD3L4UWa23g8y4+a4uHcn6YUfyru65b4dw+R4F0sEYLxmQ/8AAmJrqazLCiiigAooooAKKKKACiiigAooooAKKKKAEPI56V8z+L7E6d4lvoMbRHMwUAdRnj9MV9M14l8VrLyvEfmrwJ4lc/L35H/stVHcTOHtsspVhkgc+3pWrCMK2M4xnBrNtCwjYkZJ6kdKuiSTrk7vu/SqJJH+XBY4JXsai8xPLfYx5Py471FKZPK54P1piqA+52Ppj0pgQO24Mr59frVKYIWIOdxBJFXp3PmFcHb7dqrTJ0J6Z70mBW01vK8Q6XIBgLdR4A7jNfW1fI1tn+27IckC4TP619c1DKR5h8bod/hSwl7xXynP1RhXhTHdNlepP519AfGgf8UCx9LuE59OTXgyx4w3C9eo9KqOwmXLcmOMPtJwccVYcs4BU7SOv+fSogPkUHATpUqhnXK4Z/6VQhJVZoSQPmHHJ/lUQBdQCRgnkntUxYsGxjjjFPdVYE4wxxlRQBGu0SYj4A/Kut8BWwv/ABlp6EAiJzN7YUZz+eK5eOMyKysuCOPevQvhPao3iK5n2jMdqcc9MsB/Skxo9jooorMoKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr1PxD5cJ8PDBG/SLFmP1t1/+JryyvWPGimKHwcQB8/h6zfp/sbf8aaEzLkboFBH1HFTLjZuKjOcZNVULFTu5A6Yq5CimIZ4PTrVkj9h2ZJ75BA7VMF8xdpYKSPTqKavyqRwR0570gkO7DAY3d6AFjBAfd2PA9KdGpdmB69sdjTET5fmwTWhpcKz6xY22D++uI0I+rAUAfR2jW4s9FsbYLjyoETH0UVfpAMDApazLCiiigAooooAKKKKACiiigAooooAKKKKADtXlnxXt3a80yTaSHilXIPUgggfkTXqfavOvisD9g05hkbZW5x0yKa3EzyDa0bkISoP8quwsx2GXjAz0zTvKXbhTlvp0qFHZX2qCcjHWtCSS6/1Xy5wTxnvWdGGG4qwDY3HcelajDgMwA4wM+vvWfI4fOTjHXHagBryZVQ3JyDUTsRHk8YyTSSEh8sfck0xm+UrnnsKTGVbXL61ZlCAfOBUntjNfXNfJ2jqJfEmmowyWlBbH+8o6/jX1jUMaPPvjLGZPh1dY/hniJ+m6vDFQMoYYY45yOua94+MIJ+G2o4/vR/+hCvBopWeErtUMvBBPP1qoiZaiOExIBg8VPGDGQwk5HHTiorVsA7jnHqP0/KrSIXUtksWGMcZqhB5RkOF43cg4qOM7znaferEWPKAckJ2x2600IFnI3/IBxzQAwD5h13Z6EV6X8JoWOo6jOMbBCikDsSc/wBK85JyM9QBmvW/hNCRoF5clQDLcbcjvtUf40pbAtz0CiiisywooooAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvavHMQbw94Efo39gW4/8dWiimtxM5WEmMBW+YdavWxy7DHRc/jRRVske2HdRjDEEnnimhtyAnrxz3oooAdCxYHJJx0ya6HwNF9r8caRG+MLN5n4qCf6UUUhn0bRRRUFBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAB2rz74qjGkWTgkFZT0+gooprcTPKg/moSBgnrzSM6xSMNucdKKK0JIm3vk7sAn8apDJkYg8sMciiigBkihGIxn8e9QzFSyKV6nnFFFJgWvDMZuvGekRA7RJNEvTpmQH/2WvqiiiokUjg/i6C3w9ukBxunhB+m8GvA4bfEyMGPIwc0UVUdhM07Rc7sheBnp+FWgqrkLkCiiqERu7q5GeCBnFSIMvIeu455oooAjYbWDAnl8V7h8NohH4JtGAAMryOceu4j+lFFTLYaOvoooqCgooooAKKKKAP/2Q==", "path": "000379.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.
000380
Men Tshirts
{ "bytes": 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", "path": "000380.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.
000381
Men Tshirts
{ "bytes": 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", "path": "000381.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.
000382
Men Tshirts
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", "path": "000382.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.
000383
Men Tshirts
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"path": "000383.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.
000384
Men Tshirts
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", "path": "000384.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.
000385
Men Tshirts
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", "path": "000385.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.
000386
Men Tshirts
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", "path": "000386.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.
000387
Men Tshirts
{ "bytes": 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", "path": "000387.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.
000388
Men Tshirts
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", "path": "000388.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.
000389
Men Tshirts
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"path": "000389.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.
000390
Men Tshirts
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", "path": "000390.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.
000391
Men Tshirts
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", "path": "000391.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.
000392
Men Tshirts
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", "path": "000392.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.
000393
Men Tshirts
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", "path": "000393.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.
000394
Men Tshirts
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", "path": "000394.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.
000395
Men Tshirts
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", "path": "000395.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.
000396
Men Tshirts
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", "path": "000396.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.
000397
Men Tshirts
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", "path": "000397.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.
000398
Men Tshirts
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", "path": "000398.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.
000399
Men Tshirts
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+QqT8y9sfWq7RXswkie2fzY3Vg4iJUg9seoyB70Ac7PbWs8rNH+7mhBUxgnIYnd06EE96zbSx+1XksRBjcOduzjZk8gV1lxpb3MyoLebcmU+aNsgZ65A9RmsOw07UodWvd9jdMquNu2JvXkgkfz9aAKnh9WTw9q+zoPuEjovmgZP0qeSyZUEm0gY2kL6dR9D/AI1r+H9Ku00rWoJLS6L7WUK0TqGHmZwpxzmoH07WDZwb7K485pVDL5DABM9MgccUAZKReWhkMingHPYZ6jPfFZcsIj1KEtHtJjzz65OOa62TRrpshbS7TIBCtbM3OT1GOax7vQ9R/tSN49OvG46eQ+3jrzj8aAINIgH2XWeCMBsj/gS4ps0YQqoX5mGUHXj/AOtWxpelXqW2tq1leZkLFQ8LLu+ZOBx35/KornTL63YF7S5kYMQv+jn5QefSgDKeEHnvjtWVexEXdsxUlt+PoK6k2F78waxuck5yIWOf0rI1TSNRcxeRZXe7fuP7lh098UAVNKRZIrjevJMwx+IqMQbIgMFmJwxPWtPSNO1FI7mN9OuYvklZS8ZAzkDHSlk029Viwsrgg458o8cfSgDE8tR8npxVe7QqE4/jFbbaddD7tpPj/rmao3mn3zBQtpcffB/1ZoAz7MExT/70nFQtE5VsAZH61p2ljcos3mWsyZ8w5KEfSmGyuQf9TJj3XmgDGdtgUOjqrfxe9I0Qba4bK9Tjoa0prOV1KtbPg9QVqj9inhlASOUx8/Lt9qAIbQH99xk+lOYcYHU1ZhglXziY2GR3UimS27ED5SrKeuKAKYGCzU1Bm8iP+0P51MFyzryCCO1ESsLmD5f4vT3oAtx3V3/ZQcSuJPOK56HGM4qm+p33KG4k4681ekdU04sfmUXPb/dqm0YbLY60AD6tqS4/0iQcetLBrGocj7S5B9eabJGPJUEkse/pS2UKlmHGeRg0AbMGpXx0e9mMzefG8Sp8uMA5zVP+3NVV+LqU8ZPy9KvW6LHpV8+BgSQnB5B5PWs1Rlg7LhMfNjpQBYGtawy5FzP+C9Kittf1tpNov7ojPTNSyuIo1KRshHdujfiKr2zPtWSNCxDAlRQBv6HrGp3FzqSXF1Ntjs5ZBnPysBkGs5vEGulVdru5BTqvOM+tXvD8yT3+pxEMA2ny7gVz0BJqHaItjqVMe0b0H8PPUUAV/wDhI9cSRla+uckZxuYAn161BB4l183SltTvDkn5fMYj+dX3EXnyK2Csi5VwcqvUc1DpMYkmCgIHLfKW6D/9dAG94c1zWrnXporq6naJLWVirE4UrGxU4z681lR+JvEbhXW5usMdzFd3QcDHNanhaUXPiG/XYInNtL8rEdPLaqdsjcwMBHcFAhlHKHkH6rx7UARyeJPEaxkre3IIIIX5j9c88VXsfFniN53A1S7c5zgyHAx26+laOokW0FzMzgKCkeMct3OPz61mafBEb4yAFo5DskRfmOD0I96AOo0TWvEcllr5kubiaSGzEsAc52sWXoM+hNVk8TeJiY/9IuWZm2BRCeuM/wB7rxWroG9JPEgEbTeVbKBlMFgCvUeuB1701JFW+jCIwOS6lR8pbn34+tAGNHrfio3XmJd3kkcuWIIJC49BuqG18Q+KVu033102DyrEsMnpxurqNoilLbGjMgHmbD9056/Q9KyYSRfTmNEaTOVJGBwc4/pQBf8AD+peI59U1aO5uLjKWTsqsCQHC/KQN3GfaqTaz4oWV2Ml3llA/wBVx0/3uDW74cljm8R6lJEHTZZsGSXKlDtOQabaJOJZ4pNzrkyjanKg4wD6kAk0AYaar4pl3r5tyNjEfNGOo/4HWfZ6v4mjvXxNcSPxuQqWxz2BbvWst/enUiLaCN0nOXUSgoVC4yB1BwKbpCLJqXmEZ8xs4bkAZ9R70Aaej6xrbQ+JGedzJHaLJCpX7hyvQbvQngVXa88XXAiO+YFDuX5AO3+/W7oSLPeeIwGdBsVWXHIPynnP0rRuTHDmXjk4JPTnpQByEmpeMyzIJCGCk/dUYH/fVYCat4qe4dWu7jfggKGPPPpurvJ5IvIWY4V8BvRsDJ5z9T1rlLR431N9ykiRSQG69aALuk6p4lmsdaZ75nutsPlNnKoCecc8ZFZB1LxR9rLHUZxtGwq0o7HOcZ6e9bNhcPE+snILssTDPGeOM1y2va55OoxpDHGZIgQzEevagC3eaj4qF1Gv9pzI5RgEEmNw65GOv1rKXVdfmjaKTVZ5UZlwrTk8huDz3zVWXxBfTuGcpuBG0quCv09KufYtQjSKS6uNPsmOGWK5kCyYHIJXqPxoCzOt0i68Riz1/wC0ajO9zGsLRtvyEJb5senFRGXxbI7FNUmYFtoIYEfj6Vzv9ua5ozzhhbtHdbSZVAZHI9CO/rUsXjfUIXDC2tTzkgAgUAdDFL4uMTmPWn2qoZ8yeo+lVLN/FjX8lqNcuVPXJlJBNbui6zFq+mvPGy20u7y2j3cK2M556A9KTTI2bXChdd0gfMiHIDccj6GgCzoieKrg+Iop9an+0osYiffxG2VOR2GVqK6tPG0khVvEchKESgCYLnqMcDNdJ4eSV7/XDdDy5jHF5iKcrnC8+1O1KFZC8EDt5kyvbhyfkTClsnPQ8cGgDiJ/+ExSNJj4huEefYIVll2hyeAOeM1Wjl8YfaJ2GvXgW3Ybybk4XJwOg9a6jULGBvDJt5LKRi0aKBNllU5wdpPIxjt6iua0C3v9LdJbeaG7sRKsQjZ/3sZJxjHRwMnvQBpeHn8TXdt4kjOu3Uk0aIEJnOY23jJBx6VDcWHisgyx+JL2VWB3YuWHAxyPXFbWhQ3cmq+I/snkxlxwk6sArBxnJHOPSr1sLmxWQz2pJDEvPENyA4yeOo5H0oA42Ox8QupVfFV25PIPnuOPbnnvWb5fiOPVBE2v37rJN5Sus8hOcZyRn0rv4orWe5WYWyhkV8svUKTkNjsCc81jQW5TVr92dAIpQSuDgA4y1AGX4fj1KXR9Ykk1m5ZJRshma4YlSJcfLk9x3rOg0vWb22nuH1278pH2g/aXywBx69K7PQ7SC40DWrRlUwiebEajlR5oGR6CqunaXBY3htIEbabbLJK/TDfeyeGHPI7UAc62hajOP3Wu3xJBOfPcgEcY69azZtMvk1WGy/ti+aQgeZ/pD5Gfx9q9AXT4VixHuYh9yN2OBjHt2Fchb24bxZcSAouXchCpDKQMFffB5oAj8O2OpmHxAs95csFtzCjidiQwkTlcnjio5tGuNoMWpX0uULALO24EdiC3+TXR6FAY4vEhkTzowjpIUBDM37voP1p0hiv7dxE4UCUo5CYIQfXnPT8aAOSj0151V4NUvpVaQoNkrZAA5JyeMHj61nz2F217HAt/dhWQ/M0rcN/d613E+mxxLvtoWG5gz7GwSSB+ZNc9LNG2s26SLI4AZSrrtzzx9eKAINCs5ZLW/LXdw8vkTpy7fKQQBjJ69apHSTIGKXl26gcjzSDnPXHpXSeHyqjVFKqY1S4dXXv8w/rUcsUiKroEJKk7R6+35GgDmn0V3k+S5nZMfeaQ5U+/NVZdMWOaMLcTYkyDuYkiunk2Ou05TBw2RySO4x1FZt8f9ItQQCS/VeaAM3TtPl2XjCRy3lyoF3dxjn+dUYdPmkj3GV8jO7n3rd09XzqRw20LOV9M8UnkFLdNvyuVBYk8Ef40AYracWJ/fSdeMmqs1o6yIFlfngkk1uPHtBGAM9S3p7Vm3EconiVdvfA/xoAht4G33IErnCEAk9OlRvFIjMWlkC+vWr9qm2S6U5AC8AjkdKZIpRU3/Nk4OKAM9I5GY/vnFKqzLewqJXwWHOT6/WpSNsr7R/EAT7U1GzeRb1I+cDjvzQBbfP8AZTcAN9pHUcZ21UbcseduMj+KrrLnRTxkm5B9/u1VmWRUy67toGQe+aAHSbfJGfvZH4VDakpKWU85wRj8jUjDMHA+Y8kYzgelJaAq7NsY8jGFOc0AbVkmNJ1EEFyZIcgjqctVERmNXdDtUgbk6q3Y8e1adqh/sjUhtcgvDkEYJwWzWf5Mi4lVHI2bsAfn+lACzMptiwztXtiq9nOYUZ/lZQwDdTirko3W7oqHa6ZXAPzHHI+oqLTIGG4PE+CBuAB7fhQBr+HIov7X1RYmWTNjN045K9M1XRUVY97HBByx6A56Ve0CJ01fVG8uQA6fLwfXaeBxTIraRoyWRyhAbhT274xzQBUuQnkM2CAAVyD1z/Oq9gjFg6gHy/m2M23n2Pb61cuoZEsJVEUjMjAbBGST7jik0mEmKZnhlBjU8NGctnr1HOKANPw8gfxWrufmSwmGAAONjcHFUChgmMsfmjzNsiMRkKcdM9v5Vs+FrSWLxBIzQyACyl52Huje34UfYbh0jZIZ0UKMAAg5Iwe3Q9xQBmXItriOaBjt3klFfOcjsD0OearaPbwK6xSRg75lVQT09q2n0uULcD95LEzb1Uo3HHPTp+FZ1jaPDeFXtZ5YHXL4iOVI+6fX6mgDe0BJLKbxKF+0P/oG8oTuYfMMrnvgVZZTNbbHUhpFyCnCgdvfHFW9D09/7U13zTKVOnAZ2suc4P8ASmLBJZPskhm2kZDhSw6njd60ARTQrJNKkgVreWNY2fcRsYA9MdR04rntMVPtxkYtIIyYyQ2CrD39K34oFms5EMEojZ/m+V1Oc/e6cdqxNLtxbamXVJEZ35Dxn73cNxjFAHT6bayDxJqkSr+8bSmA3Hgna1EjXEd3KvlvGGjR4ycYLA4ILfl1q1oSFvFd9KjzD/iXuGaWIkZw3GMcgdKjubS/gSLEiOJFSLy/LJUvg7mUHkfKO/qaAIxbQJp/2m3tY/Pc+Zyv3ieuffnisPSo5J7h+kMhVgOMbeTyRXVSQzWqIhgkeAKAxCngY6/yrnbKGZL9lWGYfKTlVPHJ4/WgDd0Rl/tTxCivKZzaL/rF255XkgcA9KR7zz9PJeHKOdjDOAexqDTobuC81iOON1IskRCwJBxtx9TjP41XO2KJmCFWJy20E5596AH3cscsMkLcqY9pz+XXvXFxXHk6jgq2yMABwcnHrWnd3LvJMRE6yDgE5wV9BXJyXclpJ5kwfIU4BUgHNAG5/agtE1WSTaHcIUUHOT2Ga5Al5HaSRt0jHLGnT3LXUxlxtBAyoPGQKaKANPQAqalLcEKz21tJPGp7uo4P4ZzXYaHZ2d7YQ3WoWlvfzTwNL5iW3IYA/fc/efPGK4O0upbG8juYSN6cYYcMD1B9iK6SPW9Pl022tEW2iity22K583Kbjk4ZDhh6E81LVzelKK3LOoxJGt5p7LbeU1i9yiRW5haJlIIZgf4jyK40NlRng966HXfEEF2jpaRqZJoUglnUEL5afwKDzgnqTya5sZzRFEVWm9DofDOqxWGoeTdjdYXI8uYd19GHpjNdjosUNrrqQw5eJw2znkkd/bPrXmK1tafq88RSEJ5shyqMWO4ZxwB+H1qjM9i0y8WHUvEV3IPupEoZv4vugE/jWlE4WzNvO28ytyOuWxluf6VzXh6+nu0169+z+ZFNBHIjRA8jAHGercE/UYq0ZTf2UMRkkF5E4uFkSByrMFxk/nyOvBoAXVnmZ7KMW5ntVmDXIByu0DOc9lzyeD+lc9pNu0V9NDaTI32R98mzkvk5yueAcEYPTGa37Oe9fR5QbSWOODzI2ldG3SEcFsY4X0rmvDumzWmr3d3FZSeQzhZFiYgbc/eII5GTwB6UAdl4bgeO91uMO8iLIQjyDnHykA471qXEW8D/AFi5PzAMOAev15xVTw2ly1zrsQtLmFg+1DMcg8KBz3p051Py2S3gVJPlZRKGABBG5cAcjnqKAKNxpCv9kVJ5EMDA71xl0/ut/j7CsuJQniaWAzjdcsCquv3gMZH5f1row9yb+ZLizmikSPzFcKWVl4BVSO/sRWC1jcXXiK4gaK42NL5sDeQ2OBxhsdD9c/lQA/w5B5lvrVs0ZicXMilkOVH70YUH0qTUQlxOyPG9tPaEPvXGAG7j1BA5FXfC9o83hzVmls7uMy3EhCSxMH+8COep57io7mynaV4Yra6jLOsiuIWcbj3Ix9RQBWt44kAUc53OqZyGy3YdgeoHpXKyWcsPiJGhuhIrEtEkseSGJxgsOfXr6V0dxp2ttYTwQ2pt5WZvLnjt5NqAdGH17j/CsiHTPEEHia1drOSbZEPNYRPtkPTKnHB/rQBZ8MM9qPED3QLSBWLFHO0j5OOPbv3pkEBmM0k0bTL5mQm4Bo+emcYK8Z9a2dD0i9RvEUd9ZSCFtxG6FlL8Jjp6Y7ehq3HpF0LaEtFdLMMqJlQkkejcYb8aAMG4hki1Jmjdth5iOPlPy/db2z0PvXK38Tw6xBGyMZY3LI2c5XGcZ9iSPpXoL2V48oaG0uSQSWXymABxwMYwOmfxrlJdJ1JtdtZTp2oK2dpBtmZT15DY6e1AB4XjZ9Pv94wXju8qOQDkdxTZo1hh8pWyYxvOPvDtx3rb8NaVqMNpqKSWcsbMLny4zCQM5BGOOc9hWW+latLbLAbW5N6S6tN9nYBQfunOOfWgDHEUlzHHLiOWPJCOqlXGOuc1TulTzoxtyFBJQe+K0rOLWfPktNQs75HifYjLasVkHruA656UkulXsl5IzWN5mOMKH8lsZyfbB4oAoaFGj/2lFncxSYlSc5HFRPFiIKpVWUfKPqe9bGh6XqEMmpE2E0eUn2boSMkkYwcZNRPpt3L5wewuFKlcHyz8w7HpQBg3IkMgZRtRSVyMEjB7+lUHZftoB27lBI3Z59s+tbtzo90JXlSK5BIBB8tsrj6jn6VkfYtQ/tQRTWtwUVcZaE4ZvXpQA2BCbjUFUkErkHPTpmomAV9pPX19avWFvdJdX8r2s6ARnG+MjJ44qGSGcjdJbsrnttyKAM4EB5frUGSbtQP7y+3erIhfc+Q6tu6bTUSRt9vTdG2Aw5K8UATR6hfHQZbg3EvnLcqoOexU5FUn1jUXUI11Lg8455q8Ix/YEwLAf6UnJ7cGqTiTIHDKANp6HHp70AP/ALb1NdmLyX8CRili13V1ZsX9ztPHDE7fpUcojKLgbS7c+9SWsQZ5FjO1s9+nFAG5ZaxqT6Fqdw1xIZYGhCEs3GSQx/His7/hJNZ+YreSkkYwC3y/StOwcNoursUwzNAdqtx944qiTGb3YYyCcAY5K8UAQDxJrJjA/tK6BAxkM2TTYvEuuCHI1S4kx0UytkCrV4gjsZI+8hBbgfhSWsIdI3iUlwCmB09OaANjw94g1O9v77zb+eVV06aVEDNgOq5BHPWs2PxNrj5zqE/KjrI/WtHw/EY9Yvd5CltKnwwGMHZzVSOBW2MZHRWXKMTlWbuD+VAEbeJ9dW0Cf2jPknjBcH8DRZeJddeXaNQumbcNo8yRs/rUt5EBCyGIgk7/AJD0PqPam6XC8TB8CVWYx7W4Ktjg8daAOi8N+ItYu9bmWe9meEWMzBRvA3KrYPJ9RVFvFniDaf8ASrgA4Bwj8Z/GtLw7bkeKzuRFWSym3YGC3ytkmoBZORJ5YydoVct95h3P0oAoHxZ4hA8tbu4ySTwJAemPXpxVa08UeJBdBhqV45XACszkE9hjPeukaFxC2YlZzAclRyOep9utZVjaLNM8SqPNc/K56L70Abeh654maXW/tE1y0iacXjRyw2vvAB6+5HvUEnifxeqMXa4ABJY+WeO3973zWnploJ9Q1iFTw2lFSSfvEMOfzFT29kqyxrImJGy7/vNwz3x/SgDnW8UeLXWSOK9ugT83CnP4fNz0rMttf8Zfb/3eo3e9s7oyxIwePWvQfssZlJYhlJyqMo+T6HsOlc9bxpHq6gr0Zu3agC94b1fxPNrzJeS3RT+zpWRGzjcAcHG7rkfpUB8QeMWSAiWc7myGMQ5x3Pz8d629OZT4oyrcNprfMpx/exz+NVrh12OF482HZhjwDn+fWgDIm1/xijMDNMoIPzFP/sq54+I/FaamIzqdyHYlQpfgH6Zrqp7qNJQGDYjQsHHT6fkK4+7kZdSMjg795wxA59P0NAGvZ67rvn6ybm9leSK0BQM3CSZGDjOMnmsLUNb8QEbJLqQAsCCo7deufrUs99BbXGoLcSKqSQIignkgEYH6Vzt7qpvtqJGY40fcpPXP+FAF261bWcbpJ2G7n5sc/rWXJNNcozzSM7I2OT0zUbM0j7nYsemTSohYSqCBlQeT6GgBFOKtRwO3X5R796s6ZavcM7W6LtRQWllHAyf4RWwmn+Qu88sDy55wP/r0AYht9owqs746YxUAhnkm8tYznGcDsPWusS3MjuofAQce4P8A9eqAgMU6SDYWUsQig8jPINAGZBo1/cRzlCu6FQxXru57etUpoLq2ANxCyL0D9Qa7KzRBNqSBjEpjjYlWztJPQH0p8KOYnjl27Ax4UYJ9CQeM0AcOre9PyeDkjvxW/e6LZyAyLIYJCM7gvyNjrkdq5+ZJbYkSDenQSJ900AdN4X8U3WjafcW/264iFxBiCTflYJN+d2O3Ga3TqHia+mMcWuXe/aMMt0qq4PORgc1wW3EEA7+UOPrVzT9VvdMkLW0gAPVGGVP4UAdpDN49WY2b6hfYKncBcKTjGR+J9KSy1HxgEeR9avEj3eWS04IU89eOPasS38e6nbX8bSRwGE7dw2nPHU5/vV0GjazDe34ltWC53bY5PmXnsR1Bz3oA6HQm8S3K+Ic65cu6wqIWafPOV+ZSB6fz6VEbDxgUt0bxDd72ByftDdAOT09xWt4Skihk1lFZyrnzV3YOAQp25HHBrYknhNw67NzwLnGOgxwfz4oA4hdI8ZyXyx3fiO8wuDHKszfMTnt1HTvVd9M8Q/2jPG/iXUP3S5L/AGlwoJ7H05xXZtuuL9VZPLbasi7ZsNtPVWHp9729KypJvO8QyGIK8b/NIr/KxK9gPw49aAKvh+y1t7HxCk+t3bOzeUjvcPlGDryD2zms6HSdc842z+IrhZeSqC9kDMB/FtPWuj0aaNJ/EsEm7Yu9m28jLOuMHoT/ACqjDNqP2+GLVLKYJChewuYgGYf7MhHQ4/PFAGRfaVr1g0aSaxqEv2gYiEd1ITuyc8bs/jWZb2mpz6u9susanvhXYd80oKv1xjd712B1Ca71fUopraJoY0H7t5GDjaeqcccEZ9/Wq0ixp4jjLuk0/ljzIg205I/n0oAoeF9N1aR9et59ZubpBbNEtwLh22vhTkDOQcUxvD+qMQjaneCUkqNs8hQn1zuzj+VdN4ftFtNW19YeYwflYHhcxqe3X61OzRRuBI4VcnG91+Uj0HbP60AcBdaRqMIVjrV4hYcKbiQgn0zu7VQlstUi1OOzOsXAAG5/9JkJ64zjPTNd/epbTFpGklEcg3AgAbTj5Wx6Z/rXNXlvcSatHckw+bHCuBD8/mknBBweBzn6UAP8J2WpPZamZdSuvOaC4hjLTO3lupHvwff0rJZdalsg8V3I5UBv+PuX5l/iA+btwfzrrPDlqFhv5UfZLi8DHdwPmBB9fUVF5cQS6jkXfvt8MyLkkZ4x+p/OgDkTFqMsTA6ldwBgSvmSS4OOnO7HOaqpFrhmeIajIzhVdUM8m1wfx4FdEsLoY8t/o5bYfn3kN0A+n8qLq3aJYmt1QNJCQvOD8pBNAGb4fOoTJq2b6ZnS3nVVLt8rDbjqfrVIW+rO7CS+kjXszs2Cx4x15rpvDiqt1rSmMoEa4LE8gZ2kc96rXaGWCQIOWwM7c7eR2oA5J4tUkjk3XpjwpzktkHP19qpgamzqgv5FAXcRubn6811OoAxGZFh3lmBLAYHvx61kyybNTRd2AU5JHG3H86AKmmm/Lair3ErMtszKSScEbcYFVZ/7SVfM+2uSFBIFbdhHiXV2A2EW52+oGBVBLeRbcszMzK/DFsr7UAZMa3pkkP2uRWbls5pitfC/hVrqU8g/ePrWiiqrvnJz3J6VWYY1WIYxyo6+9AEyLjRrhThsXMWRj2aqkzDyiy42k4B6/wD6qvAEaHcH/p5iP5BqoTjMTMRlhw/v70ARTkfIOPvDk9j6fiKdZo5mkZPldW47g59ahljWRo/Kd9zKM/KetS6es32o4RtzHAQ5AP40AdHboZ/Der7du4pACAcEkPWPqAw0TlykhwoYdh61tafKreHdYnt0YSL5B2sD1D8jpmqr5kYeYnOMgMpAx6UAUp3eG0EciIzONolB4JB4/SpdKBZmDOyKTtYJ94fhVVYydOliZJctIGRDETgDvnpVjSUY5Ty5VbO5WKEHPqTigDd8NrJNrV0GKsRplyA453fL39+abFbAMPkKEcggcZrT8O28iatcfuiAdMuBuUEckfTrTltpUuFdhIYzEqBNpPPcnjrQBkyK4gmMqfu1AMRUYK56g+1GjxnewCl5N29ARxwOmfetm5hD2sw8tlYZHKHn9Oap6RCfNmbDAocbXRiBnoaAN7RoUPixS+7BsZQPTBBqqobEUaRjd8oxu/h43fiOB+NX9DikPi2GRIGjjFpOSrgk8A8e3+FOERVi0inMnT5COcdOKAKwZZhJMBiJUO0Hhgecn6e1ZGmbG1FQQeU3Icc57fr2rZvSYLKRtrKqx/eCnBz1B4+lYGkSyfbkdreUFUBCOhX5gc9fegDqNJtZLfXdUcSMxk01mA29MkD/APX9acZnyrOHw5CEggpgkk+4YHHTtmn6SqNrupNEkqqNNPBUjaSailVvPbg4DA/dPUdO3egCXT7iSNCs2TIJCGzyMZ7e2MVy0l+41FZ0BAEjMFzzjODW4Hlg5Bkwo6bTg9x/OuSbzBqKvsfG5yMKTQB11pcqviJFTiMWLJgfjVC6ulQFDIxCphScEdQc/WsmO/aLVvNK7VSBwHbIHQnn061gXfiMKjRwIHOeCT8o+lAG3NqyBroTvtUv8pLdVwOh/OuX1TWhPO3kAkbt288YPsKzJp5bjHmuWAOVU9B9BUWB6UAPmnluZGklYs57mljWmYpDyMUAbOk6VPq1wIrSPzCO4IA/M8VLf6TqOn3hS7065tkKsqtKhCtx69Kl0fxteaSFjeys7qMDZ88exsfVcZ/HNdBd+PNO1HRZrJbW9tbiTaUAkEke4MCOuMflQByVh4hu7MyfLHMsihWDjoB9K17TxbbbNl1bS9eSCGBrtGn8F6yQbuTSZJyo3+dGbeRW7/OuAec9qYPhx4f1VDJp7XC98W10k4/I8/hSuBza69o8sjP5rpuIBDJwB6isw6hYpfRTpMpAbliTnHvXQ3fwuEWdmpTxf9d7M/0NU/8AhWs+fl1q0x6tE9MClBrmn+dftIVCyqAFAyHwc9O1Ml8RWS52rKeOy1op8M52OG1m1P8AuQyGrUXwt3ghtTlc/wDTKzY/zNAHLTeJpHi8tbcbjwSz/wCFZMt7PKpTIVDnKqMCvTbX4VWi3DLO+puqjOTGkQ/Uml1rwp4Z0XSp/JiglvCoEYmvfMYEnqFXHP8AKgDzWfe2oeXGkkgjCriNcngenanPI9sQsyMM+vWu91bxToNnoy2VndyTOVAkFrbiJWPu/BJzXnl5qZuZD5FukQPHJLMfzoAWaVXkBXkAcZp1nfXVjcpcWs7xSochlPNVEBCjPWpBwM0Ael+E/iDbQXN2NYTypLpcGaMZTPqR/DXpEE8N1CLm1nR9wBWaI53AHgH2r5sPPWtTRvEOpaFP5ljcFVP3om5Rh7igD6Ic7wG2phhySMsmewrjrK4uV1gJfxK4eYKY8jliTjH8/wACO9R+HviLp+pxiG722V10USHMbH2b6461pQQl9SuAsbbAco4QkexHH15oA0/CUkM8WuAJGqvM4Aj5A+Zc9e/rWgGEcrI3mkQhduOSAv3TWVoby2qa/nS3GQGWIIcEsVUhT9cnNaGn2V2dwXzNrIQGCsWjb0yRnHp9aAKt1pV/Bo1tcWzwvqFvctcHzRxKCSWjz2GD+lYlpdB9amluo0S6Cq7KU4U+me/Uc11l3ObaFRCJmkfMp3wtsBx2YDg8fma5iM6gvimSFtNlNnKd0MtvG2VbGdpzjnOaALeiQGPVfE1jAy25brgkqj4BIz6f5FMEH9pQ3Wn3tssVwDhyq5BAbIdD7ZFbOh2Fx/buuvNC5QxrtLo3zjaDnp+nappNOHH7u6BG/bNGCHTPbIGMd+eOKAMe5062cxStblxFGy7GG7Kjng9zk9PSsi3tbb+1Wa2iSLbGNzoMEc/rnoa6e3sZUtNgguGcuMsUIBHYj2qraaeV1S5KW9wQqqu4wsAT3PSgCv4ZjS4h1NHiHkNNdglevJHH0rNOmZt2BZ1mZChZpMEj8MZxx0rpvDllNby6tm1mVhc3G1mjIypwarz2csQjH2K6Z+SCLckg/l0oA52LTmSKRjGBlio8x+dvXk+5yR3FUMNJr8TmNmjEOS7LkHsa6KGw1CUM5srg4yP3kTAjuO3rWDqOi6lBqDzWljdGJpIxMnlvtkLckAY4Hf65oAXw2nltrRJCYa4+QnI+6vGfyotVZmcIUeIYcFWw2emMemM9+1X/AA7Y30surtcaZcQ7/PGxoGAJKKPTB6VHJpepQhJorOcOqlNpiIyh9sdcc0AY96Gi3hwDmT5MHj1/xrnZIzLqmZeA0edvUZrsrrTL9TJutLokYx+5YjcBx25rmJNNvP7RjVrK824YtiF/lJOeDigCLTY1kn1nZ1NoT368evSopYjvYq52qcAdVB+la2j6VcxX+rs1ncpvs+MxkBm9OnUVHPZssY3QMhOD908dqAOcVFTzfl+XIGaqiMDVoRzkFeT9atyJmaXBIVZOhHpVaVwdVjJztDLyBx70APttWvzoF9ci4cTxTxBWyehBz/Ks+bXdXkiKNey7cdCx7VpWkeNE1AFAB9ohIA+jZrOugBaeYT1I5XoOe4+lAA3iDWkKg31woHI+cjIpYfEeusp2ajce53mo3dRJ805kUEcHoB6VFYyRLdvG7lImzhsfd/DvQB1OjeINXm0XWbqS8lae1jh8pmZsLufaT+VZo8T675kh/tObkEAl3wPetvSADo2tgqACkWNrdvMxWJbxxx7olypIKvCTynowPpQA0+LNeWIL9uuRkYLCVvz60608Va+1yv8AxNLlh0wZXxirFwkS2CQNlnCbt+Dg89B7+1VdMG29c7NyqMjB5PYD60AdR4f8Q61dX94st88kUWm3MqoruVLKMqTnuKrf8Jh4gMQf7cucf9Neta3h+FRf3hjwoOmXHOcjoKEjRrdcOyqGALHuMc0AY114u8SLb4W+2E8blaQZ47E1XsvFfiTzoyurysoILK8jkNx0I61t6kIWtVG0t8oCkchec/niseKJQI4VLI9wDHvCk7R1zgc0AdJoXiXXbvxJGLi/EluLGdvLilfaxCMQSD34qp/wlnimVQwvWUkKc7ZTt4rf0K3SDxHZRhQFFpLGRjr8poDIQBnJA59qAOen8VeKjA6G+lxneHAlHHP5VkW/inxK92yDU7vdsAK7pD+PWuqvnZLOdHUMuDhs849/xrnkkWO/8zG4mJeg5z0oA0dH8SeIZ7jUWubyUiPTpGjiy2A+4YIGeT1rCuPFvid5DE0077GznDdccgjNa32pVvLkglT9ibBxnHzVg31+FlDZIBBJx35oAdL4n1/HzTyE+rKQf/QqxpfEurNLn7ZJxnI3HH86rX9+1y5VCRGOv+0fWqNAFu51C7vf+Pi4kkHoTwPwqr3oooAKKKKACiiigCNuDSqacRmjGBQBPdfNNv7MoaolJVgykqR0IODUkh3W8J9AVP4VCKALQ1G+VSFvbkA9QJm/xqSDWdTtgRDqN1HkYO2UiqVLwe1AGn/wkuuDprF+PpOw/rRL4l12RAj6xfso7faG/wAay6DQA+SeaZi0sjyMepdif50+2+VnkwMKhPp7f59agzipA2LKYg4DMq/1osBTZiTjPFPiQkhj0pqxl3x2qyFA4HSmAAZpw60oApp60ALRRSjrQAmDWtY+JNXsVjjXULwwIMCNbllAHtisuigD1XwZrz6pHqsDaxdedNEvlRTXb71wwztOf5c1u2+lagEZ5dSuwFJZi17NwOx69K8NUskiurFWU5Ujgg/Wu30D4i3dlELLVUN3asNnmfxoD1+tAHcT6LqS27ldVlRWUFT9umyM8Z64rAn/ALch1ArHe3d0qSImxL6QBiRnjnnuTXZWt8J7NGE4nheNTG3AL85BPYHHGKzkgtbXxOrhSjOmWSMDg+mDxngUAXdDsdR/tTWbdr25f/QcIpuJWVcgHgE5B4om0LUkEmL58bcpm4nOT6ferYsGCeKtSmL/ADfYFZljfIJAI4zWpc3ccUMY2tI5IXIH3R/eI60AcBe6XqdttIud5kw2Gu5xx04O6q2l2d3qM9yY7l9qFVKNezYz3xhq6a8Sa4FxFhneMApnH3Cw/wD15rAWV7DUkRU82S5nbLxYBC+o7dqANLw9p94j62huWYfv4kD3MrbcBeBlunPXrWTc6Xq63ckZvWwFAH+kSkDJ7fN9a63w1AiNrYYhnW5l5Udcop6VWkSO4nLM7Eh/lZcqEbPAPf3zQBxz22qrPFH9vTawwHaWU7iPX5qz7iPW5L6aC3umMkXRA8gJPoPn9Oa9JFtEZHG1PO3bsdfYkVzeqaMuo308yO8c0DRbWjODjnIPselAGZ4ck1d7zWlk1Jz5Vrcd3wreWCCMk1U09fEcumwXL6vJkrly5YkZ6Z5461teGLW4h1PxFI5LyCOQMzN94+XnqB0qOzlnki811KSM2zMfKtztA+oGaAMXUbfxJHGHi1l9wBd1VmBIx255rEWbxBNcWyw65eMsi5/1zAj2Izwa7jU4ybb5XGIZdjEHJ5Ht7VylvMJdUt0yySxhhKAuCG5Ax/jQA/RZtWN5rEUuo3Ukkdi5jDSMdr5HOCeDwfzqvINeV2Q6pcY28EStx9a29Kjb+1tRVo9w/spiwA5HIwPc+9RfZWCsxO8u3Y8f54oA5kNq/mTN9vmJyM/viKqNdarHeqjXspyVyPNP96tplxPcqP73ArIuiBq6Z4xsH47qQFq2wmi3hOTieHOOvRqxplYWjK6sRgjd/jW5BGTod6vczQf+zVlzRvHEzEkqcfKB0oApyQReVGFBIk4bb0BHSl09Eywlz8j4z6etTPFGGh8tGU8cIOD6596s2Kk3zRumRk84/SgDasLSBNC17awiElvAWZB/01/xrIW2VZR58szMq5RxgNj09xXRW9uyaFrzxx790EIRG46SDj+tZaqZSrmNlbYuSQcHHt6/zoAqvAwtfNebzJMcg8fLnjI9aXQ0zduSpUlgcHtmpr+KZ0aRIX3F8SBVyXOOH6YqKxdjeLKkEqQkgMxBXaR3PHAoA7TRIcXl2qR7WOnXRVR9BTPL8i02j5iFHBwcnjP8/wBKn0MzNrEkoRwv9nXI24yM7QcVAXZr1IGtZCZE3M2DtwO31oApaqES0jfaBnHQcfX+lM02wjnntZTLse2clOAQx9f1q5dR/wChAKpCHCgbTxz/APrqDSEB1F0MTFCTsJU/Kf6UAa3h6aX/AISS1M8gkAinCkdSAhP+NR7yjJKChSYksADnOMg/j0NWNMhaHxXYy4zG0EwIVT0CH+lZk0jgJOGfyRFt8ooQc+3+FAEd/cOtrIrYO4EHPauaku4jfOhHylB+VTaneORIwL42nopOSOxrCLqty3lrkFVPJ6e1AGl9qcXVy28sn2d1BJySM5rA1G6Mr+WCQMYIqaSdgXZicGIjnjnNZRJLZPU0AOB6ClpBTqACiiigAooooAKKKKAClpKWgCQKXtXwOEYE/jxUIq1aEETRHb88ZAz69f6VVoAWjNIaMUAGaRmAFBDGmlM9TTAYX9KuvFssIlJ+dnZiKqqgBHHGatTnc8SgD5Yxn65zQBEoAHFOo24ooAAcUUUooASlHWikzzQA6im5NOHIoAKOpooHWgD0P4d6ukrto14Q0eC9uH5+q/1rsvskF54uMeAWC8KwOM4HB/LrXiVpdzWF/b3UDYlicMvPcV6r4evrnVNdl1GO0uzbzcpJGhwV284PrnIoA7e2gig8UamqEHGmqxUckNjj8elVrj7TJYyzQQ7JwoyW4Zhn7ufUZzUOijVxrN99qga4nmsGxNFGU5DcDkYyOn4VdlguJryFEtrlZIpw8kTo22VcEEggdP60AU/tL28pWVCCVCMCcj0AB+uT9TVLQ3t01e5S42EBlRAV53DnHXr9Kvm2vJorYXumXMcjTeU6qpYLgZBDY+6eKzNO0e/d5T9kuQrXjSRlonyrKOO360AdJoUn/Ey8RqeQtyxOB/0zXFUn05TaW5gcM8ExZQJCpXPHX3z0Oal0GG6XXPESSWd0C2WRjGwDqYwBjjnpU5srjdDCtrco2VIcRkjI55/nzQACxE08czlwwQq+OBnPQcZ+p6GqUsapql2AzbmVGbrjGD7fpWxP9tiZSLO5ZWcIX8s9Mdcda5+a21J/ENxcwQ3aI1uAQI2AJHPp+FAC6BCv9t+IwuGjLeuc5gHakltI2j8u3RQCCy5bA6cj2PpS+FbW+tvEGtK9ndRRsDMuYzjmPpg/0Nan2WZbYukEoDct+6IO7v2oA5K5tdkigxZYImx92CWAAPHT7pxWDeqtvrUL4jDAtjBG4nBAH8q7e4jlaKNjbzksBnEJJA5GenfFchd2N1ca8rSWFwsarsI8k4IIPXigBulSodU1MqXC/wBkEKeckBhT3Zykkm0AbdwTOTV7TNMkh1zUI0hmjjbS3x8jcHIqGUAWocrsJDDGD6//AFqAOWtx5v2p1JPzY6Y/nWTPiTVY8MOqH9a2lKrLdbX2sz5Poc+tYhiC6qCC331GeuefpSAns9V1GXw7qM6XcomjmhWOQEjAO7P51lSeItXljG+/mC45XccGtiBCvhvUkXJzLbEcgnOW4rFkllWHyx5ZK4BGNp/+vQA5vEeuRMijUrtRjgbzUsfijXy7EajdN04MhqHaLi4iBjZfMDDB7H0H407SBGjuMs7x/Ng9SR2oA6XSvEOrXXh/Xpm1GVpre2ikiOSNh8wA8+pBrK/4TDxApSQX1yqHjO9iPrW7pAtv7E13YnyvbIzpjkfvl4+tZoOblIcrskLYO3b07H3oArf8JT4kYDy9Wun2jJZXb/Ip0HivxJFOT/a9wxOOHkarl3FMkbLlPLkYb9hIb0xxxgUyCNm1N1Ta7h1jz6ccsaAN7w74l1+6vLzzr+Uxpp9xIEBYDeqZB5/OqUXjLxMVX/T5CGI/vkdBznNbukRAam8JVjGtpcptPG7MY70ywijt7YI5OAcRgjIVfTPpQBg3PjLxGo/5CciNnaSpcY//AF0y38ZeJY2ffqcrHdn5y5A/+tWzqsTNYtOU5JUAEZAI9+/HSqUCol852ZVcZBoAs6L4i1u6162im1B5IfLnZkG7DHYcdfQiucvfFmu74/MvXUZJzhutdairBrenGNQuFmAA4/gNcvezxu5AHzMuNvuO1AGHc+INVlQ7ruQkjGQTWa+p3ruS08h9Rk1oX2FRioGQc5rJkIMzdqAB7iaX77sfbPWom/1gNSCopThhQBMeaQdaFOVBo70AL2ooooAKKKKACiiigAooooAnsXMV9EwJB3dvfg/zqJ0McjIRgqSP1pY/9av6VJdj/SnOAM4bA9xQBCKKBRQAUGiimAgXc6g9CcVZuyDdPgAAYHHsB60y1GblO2OcmmMxd2YkkknrQAZ7UlFGKAFFLSUUCYtFFFArBRRRQMKctNpwNAEZY+Zn0rrfB+o6h5v2KG6u/KU+Z5KXTRrjvgA9jgn6Vx5Pz1paRf8A9m6pbXRyVjcFxnqvegZ7NoI1RdV1KCa5uMtpztGhupWTr97JPU+opz2OsxxiRzI2OoXUJs/iM1raQ8cfiS4EUzTRNpZZGx1UnI/nWtNbNdWQG5VlJHKNjpQBzkOl6hIu8lmyw5Ooz/L7YzVK1sr+S8vIyZHZJsANqEoAwM4HzciuvtbYw7mcjJPQNn8TWXAiszy+Q0zi4LDb94GgDH8PpqiajriSGfaLeQost5IwTKhlUZPHfnrTvI1yWbMVsqRlAdjXcpK+2d1bOiZfXvEiDiMxo2CMZJi7/hU0d4YpGieNyQRuCpkKuOCc/wBKAOZvbfXIFWWOCM4cZP2yU59Qfm6dTWVLPrqXUsKIfMhdUdftcgAz6fN0x1+td7fyxeUkCxu6yuuSBjb3zn0zx9TXO6fYodQvHkVlPm7nOSDjByCD04oAh8Mf26df1Nbud0ENuw8tbh2VGMRIwM81VjvvFjRyxJdxb1O1AzMCD3HJrZ8MyRQ+LtXinn3kxqyhMtuUREH+nWtFJYrlGS2dAFn2yMFz8oGTn6/yoA4h7/xkbAyHUfLI+XO9h83YdTjP9aw7nVfF8V2vmardJJty6mUgRjvn6V3RuDEkkMjJ9pZiRFg/NjpyQO3T8K5m8kMniJJTFMnmQhwmQPzx39qAJtA1DxFc314tzqcrzjS5JI4xMSsb9iR6j+tUbvUPE4cBtVuPmYBSJuD0HWui09I38REhNhk0iUuFXHcED37VmSGSa4IdARE5IYYwgxwR6/0oA5yO51wyXWzVLsbXwxE5Hzc/nVE6vrJvUX+1bx1yoI84nOSK2oLcmS82lcq2HyMhvQ/hWRfQrFqqggEEI2ffNABGceF9V5JKS25DA8gFjWZNlAyFVYAcMP5H0rYaNh4a1Ty4ny0sCgBD2Y9qr3ETeQxKMSfvHyzzSApOkbyorv8AIQQWHUHHBFR6ezW9wGKiSQHbu9frSJDP9u8sQOYeoby2I6c84q7Y2jGeUpHKrBgg+QkYb3x1oA6rS1WHRtbePGGgQ9unmrmsyW3Xy1dIxtaUPw354PrWjpcEx0fWFdJTvgTBERBP71cgDH41kzaVqTl1tjdDYzMv7sncPfjrQA9jL9mk+dnjjYfKVBweMHI6ik0giPVJzFjcwOzJztJ559uD9Kr3dpqcdxNENNvljkYOfLRjk7R2xV+z0vUf7Wn2Wd6sRiADfZmBAwD1xj1zQB0unSBNR8oxERrZXLn5ueYumfX3qGJFlhSW0ldomjAx1UjOfw/rV7QLfUBPvktpSiW9wSxgYE5TjcCMZ/xpqWV3bWaRRWdxGgQFVEDEj2PFAFLUHaHSp0cqTuUj5SPTsf6VlW0jDVHKx7jtUjH8R9/zq5fw3LzXkEtrfMoVWQm3chmwM4IGMVSaG6XUSq21wMhesTYxjp0+lAFhnP8Aa9m2WwGmwe4/dmuYvFWQAshVuobuffNbu2WPWbXcsrYEhyUOBlCPT1rn7h5GBDIwwMEFSDmgDIvJgVdccA4rPcZlY1bvM4+6cnqcVU65NACCopvvVMKin7UASJ9wUtJH9wU6gBKWiigAooooAKKKKACiiigA/HHvU9ydxRjj7gAP0qCrEuGt42HY7TQBBRQaSgBaKKKYE1sABLIw+VRj9Ki71MmVsSdv3zhj6En/AOtUPvQAoHFLim5ooAWikooAdRRRQIKKWkNABSNkLSikkOBigCIdQalHOBUPepVoGet/DbWpbqO5icM8tlpzxjjJK7sj8hXo1nexSwxLlcsm5TGeD6/zrwjwHry6F4mhkl3G3uFNvKB6NwP1xXulvZSwMqLBOgG5CFiJAHWgCwxRS7fLleM47+9ZOhFpbSTzcBhK/AOTjP8AOtjynuFlEdtMoUZwY2DfTp9Kx9M0udJonS3uo2WWRHYxMDKOCCaALuiGKPxP4gjUgYii+uPKqVY4p724aIglAoO5exGRz3GPSq9hpmrr4s1e6SF4lNqED+V8sjbCARnuCMY96s2cV5NcpO9jMnmxlOIzgkHqfTvQBiazdzQIAkIa2nIXkkFZMcAA9QRk/Wq0Ktbz37RNvmKK4LDhyBwAR/niuh1HT7q9hYRWkrhMFd6Hac+gP4frWMmm6nFPNixukVGG0iLcAT1IyfX8xxQBPokSWvinWxEVwsEWC2MZ8puuOvvTTp4a6WST78sKxzbOAxCls49ff6VPo+natD4u1J2sXME1ugMrRkB2CN9309MdcmpWstV8qRTYzIwiZo9o3bj059yM/rQBhWWmXFoJ4pA00BJQCdyTHj074xgDmsPVXjm1uHJ3A4TG7B69Ae2K7m6sb9IZXgtH8tgNqhDuBx09/UdxXGXmm6rceKHRtLukhTBE/kHawPOeB17e9AFrTl268m2bzw+k3O2XncwyOo9ayoXnja4RoUY/eXIKnGeQT0B9D+FdBaWF+viOWV7C7iVtPuhtMR2oeOhHr1ArMubVl8lmhmhYp8+Ub5jx8pyOOOaAOftpht1I42jzxjJxgmsi/Jk1Bd2ACIxx/vVpEAy6iDE20z/MqRsM8DHGKxrgyy6ozlJDh0G/YSDjmgB1vql+/hzVbl72482KSEI+4jaCzZwM96y31rVGgKtqdyV7ne2D+ta6nd4X1pTkgNDggY/iOKxiPsySboncMFKyKOE9QRSASPxFq6t5f9rXgXG0HzWH9as2/iLWCGJ1m8wp5w5P9ajkitp7qEfI8TjBI4/P3pdNRY4iWX5ctiROgweAfXpQB0ek65qdxpGvPNqV00sFissbFjlG8xRxz6Vmt4i1x0JGpXO05zlmUjjr1rc022B0fWJGiG2XTlVguOR5qGqFsoSOWAW5EayN827OF/x9vagDIl1vW2mB/tW72BQMCRxnjr1qS117WlmY/wBq3R3qQzSOxwMY45rQu7MNdJPHMNi9EOMuPbHGTUeimKK7kt2DK5b5BOmO3f6UAbHhPV9XubmaK5u5XihsLjYCWySqZBPqQfxrKj8Qa2gjzfyui8k4c9fXJ5xXY6CkqXAMoHmLb3DSck72MZJI9PpWbKrW4eRD5kEuCDGeVHfj2OOKAOZuvEWuhNqalcEMehDA8+mDVQ6/q63DP/aMuSBnJbHHtmuh1RJHQM5jwWABUlWx6f8A1xWSF2XN0Dhirg89+1AEdhq19c6pGs11OU+clWUgE7WPr9K52XVb6VP3kzEHuQa6FSI72EjjLMcf8ANYcoycDGMdDQBSa4nlHzSMR3GaQUpPzHjpSUAIKimHSpRUcvSgAgPyn61LUMHQ/WpqACiiigAooooAKKKKACiiigAqeP5rSVSTlSGH50tjbfbL+C237PNcJuxnGa6bUPB7aTOtu14sqyv5ZbaRgEHn9KpRuZTqxhozkT2orvNP+Gz6hG8iamkYTeSGTn5V3f8A1qoL4LyB/p3PoEP+NV7Nsy+uUe5ydB+ldvffD42LsjairurbCBF0I69+xOKpN4O2ozfaxwCfuUezkH1yjeyZz9ypjtYkYYyclSOeABn+dVh0qxfMrTDByQvzH1NV6hnUncKKKWgBKKDRQA6iiigQtIaKSgBwpkvUfSnimS9R9KAIxTxTe1OFAyRSQQQcHsfSvWPDlw2q6LFdEysUTZLK+pSLhgQMkZ4ryYV3vwwvU/tW50udo/LuEEiK6A5deo/KgDsrqyuYZmZbR9o/ebv7QlwuBz1PTjj61V0d5JIHuptPnniSTljeSDA54OW5rsotPKbI0LBByX6gg9Rg9OtZ9tbwpZzjIS3EjxbAMBQwIB/CgCl4XgmHifV0W2YYsQdrTvsGQfU9TjqPSp7PSphax+fpdo3H8V3ISCTxnJ/+tWjoUFvN4j1e0WcuF06FC+NrDhskVqKsH20WryTJMYd7TRHh1GFPPqOOPrQB5/c2dxBc5i0m1njjkZNondj2xuOeR71i6XDeiV1is7NpFlMZSYsdjZzxzzgGvRobSG1t5HVJY5HkZyCcscnPH1/wrHsRaZvWMTSWxlx5yY3rnncCPxB9KAMvwvbXMfi+8UxQW7JbMPKDMTko2PpnHP0FSWtlqsLuBZacEZi6+buYnpwD9c1t+Hty+PrlgYpY5LNHEiDjIVtpPrkd+lTWUaCYMx2xwtsdiP4Mkj8M45oA5G9j1z7UYhb6dCFGxsMRzyRwDx6fhWPPe679pKecm/aBticrgY9j14r0G4tBc20h3BJGZgQDt+YDGTnnOMc81x72eNRhs51ZnULEZUI+c9zx3NAF7TP7eiv5Y572R2bS7mSBFkbG4KMHHfrWFPqXiU7mttVuHDIJCiuwYccnnv2xXYJOp1pWjVjIumXfyseVOBwQOlUfLV4Le5lyHC4cD1OOPpQBxtlqXiUSThdSvFkLZciQg5qide8RLfiNtWvywdcDzyRyf1rWuJzBqFyfNIV2CuOn0P8ASsp23ahuKoQsiYKdM+xoAnjOzwrrmGO4LCCMf7RrNnuDHaFSodWYBTuwGyO/pg1tpAW8N60BG4Z1jAABJJye2Kzp7KRbMuYJCDGqlTGcHp7dc0gKJWNJ3kaCNEMW/A7ntU2jOF6N5eX5U8AGnQ6cYLjasU+zZv8A9WeO+OlWrG1uRNJ5lnLtfOD5bYI9DmgDWsLNoNJ8RCGXbHJYAouP9UfNTjPpUSxHYhe5xcgncyr8r/X1z61r2MTtpGsxNby7zYqNojP/AD1TgHHOKlezujtJt5MMSjKqH5e4PT/OaAMaeAiCJwFXDfKoUEDHYegpNJikuNTk2lPnwG5xg+1aD2V5+6XyZXG/I2wn06e2afpGnXIurg/Y5gcjkxMP6UAb2jCUX8QdeTbzrkNlc+Wc4HYHrWZcKIWi+dAzcKAMck+w6mug062uVvlc28gxFLtOwjH7tq5u9gv4HYi0mmGd8RaNgQMfMPTjsaAMm/y1kDlTHuySvXcG7/yrBmbF7OmMq+M7TWzdpcACEWVyI8A7jEw3c5/PNYbRXI1CYtbTKMghjGRz+VABIQLuHnPzt3/2TWFMdqnJzWoVkF1G+1giufvDttIrrvB/wzfxb4Zl1Ca7e0laUrb/AC5VgvXPsTx+FNK4HmfU5oro/EXgfXfDEh+32bG3z8txH80bfj2/Gue24FOwDajm+5UlMl+5SAjgPb1qeq8XWrFIAooooAKKKKACiiigAooq/YwQrF9puYzIhcRxxZI3knn8KADRTjW7M+koNel+LADBDc+myQHtwRn+dec2Max+JoUQYQXGF+ma9Q1lDc+H7XGMmJ0OfWuimtDy8bK1SJbtd8OliUMcNDNICPfao/lVLS4wLtZWG5YFMpHqR0H54q5Yt5vguKXJObRM/Uvg/wAqdokP3riQYjVtze6oNx/XFbp2VjyqsWqlkUdT3i7MTsWaMYc56uTlv1NY2qymLS5yCAzLtX3JOK0HkaV2kk5ZyWJ9zWdewvf6jYWESgu8hcg9MgcfqaqbSiThVz17nntzJ5txI+MZbpUdehn4K+NSc/Yrb8LgUf8ACk/G3/Pjb/8AgQK4GfVx2PPKmigMsU0mQFiUMc98npV7X/D+oeGdWbTNTjWO5VQ5VW3DB6c1Xk/cadHFj55jvPso6UgKlGKKKAFooooEFFFFACio5fvfhTxTJfv0AMzTxTDTx1oGPFWrC8fT9Qt7uMkPDIHGO+Krxo0jhEBZicAAZJrr9E+GXivXSrQaY8ELHiW5/dr+R5NFgPatKliuraO7tpFMNxEHAJ7kdPY1k6PM9s1xBP8ANEXIZGH4g/rWj4X8J6n4V0OLT9RaG6fcxRoQTtB7E47djUNrp1xM94HtpowT+7dojlT6igCXRbmGbxvqLtAylNNTAZMDq2SPUVo6zI0enyyxDDbQMhQQo9T7VleHNMvU8VXD3FrMY203aTsYKzZPHPQn0rYNpLBa7nhfCf6wFCQR649aAMuA3Vxpql5IS5ZfL8n7m3I/M9Dx0rml02Q3V55CJA0lwWinHDI4OdzAcHv+ddnLDJCIJFtp2tyGV441O3b2JX2rCtzdjUrmNLKdoZH3CVIzg5HcH6YoAdo4kTxrdxrBGYhp6KwR+hwxG32P6VYjcf2bLcRhmEiGM93Q7gCMemetSaMl2PGk0n2d/JayTawjIUcP39RxUl5DK1qY1imjkbEimOIg7u/1/rQBlaletuk3xqVeIOmDh0foRk+wFc0sk0PiKV9ivAtxmHY+do28r9STn8K6f7PcvKgnt5WaQAvtjbDHpjOPb6VinSy/iJZI4poYd5BYQsNvHUDGKAL0EyPraXiKSTY3SHHPIQcYrFuwIlGwMUkl2MgycccMD2+hrb0+Gd9WcCC5hX7LdtvSM7V3KMEcd8fnmsu5jeEid5Lh5GGwhUb5V9MY5/8Ar0AclLE2+6DqsqFxuz3qtDEJdTZSBt89AAf93NakSxPNMAJETOMBG6AfSqYIj1EybWwbgHJRv7vXpQBDa6ndt4d1iU6jcvJCsRjdicpliDjnvWZNrl+1p82r3RBAyCCf681oIHXwxrYKqygQ/MBjI3Gscon2NW+UrsBzjNICUeItVW4/5C96EC4ABbH5Zp8HiTWF3H+2r9SSeXZvTp1qpAT5E86IrMoGPerNh9ncxrKVTfkEvxtPagDpNG1e/n0vxDM2qXks8Onb49zNsQh0+YYPXtUCeJNXAYNq14FxywQkfzpPDtsItG8QShgA+lkfK/3vnTJxVt/likZwmwjAGODzgUAZz+JtYMsZ/ti7AzydpX+vNTWmvaytxMTrV4VJ4ypb9M8VFd4mkfMIYLhVCjoOpOKm0cNGUdXz5zMdvU4HagDe0TUtSudaDS6ldyItpcfu2QhCRGSCRnkg9Kw5PEOqmHLatcHjvB3/ADrp9JvQb8BQM+RPgY/6ZtkVhSTtJBGZYPLXcqDauAwK9fYZoA53UNZ1GQrt1G4YBh/CV/rWLJqN28soe9nJJ7k/48V0OpzxtMqqdpLd17+mK58xs87Fyu8k8r04oAdp8l1d6jBb+e7GR9mD0/H+f4V9B+BfEdpJBZaB/Z11ZOsObV5BlbpB1cH1PWvE/DNl9t1RIDPHb/aG+zxTOcBC2dzH6LkfjXpdo2qW90bOPUBe6hFMNH0y5iUBIo2UNLIMfxBRj0FXED18BXRo2RWU/KysMg+xrg/Enwi8Pa2WltEbTLlud1uP3ZPuh/pVSDTF8IeK5INKvLmUHR57m78+TeN6/dfB6En+VdDoPi5dTXSbIwSXOoXNmtzdNbqPLtsjI35PGewGaoR4V4l+FviTw4Hm+zfbbJT/AMfNsNwA916j9a4eYEJX20owCPXrXnvj74b6DrWnXF8sH2S+RciaAbQ3+8vQ0nED5gi+9Vir+p+H7zSH3SqrQ5wJEPFUKgYUUUUAFFFFABRRRQBJBC08yRr1Y4z6VfidJtWgRf8AUwH5R2woJz+NQWh8m2muD1x5afU//Wpto21LiXuse0fjxTQE2kEtrdozdTKD+tetpC1xoUaopZluCMD3H/6681060tLC/spJ5GkmdlKRI20D1JPYV6Ta3sjaDO8FoLeyH+unmc75SOMRgdBzya3jKyPMxlJzmmiroczjw/qdi3W2zGpXpgSbv5GukinFr4QiARPMlidACOSGbr9T/SuNttVltf7ViitoVhu4opN2/kYO0so7knsa6PSPM8SfZ9LYNbpFKftODgpGowqg9i3J9qrmMJUG5XRglgilnwFUbmz6VX0ZC3iaKSQZkXYSewLMOPyrQ8QWi6drMmmQO08cRDtIke7IPKgj8qxbOW4mnvGnIRJpkidl6nHUKB3605O6M8LQ9m22z6bNxEiKzyIobGCTjOelO80DjIryS/1DxJ9u89tFmeGwiWWzgP8Aqo+OHc9XcD+HsTWhZ6z421m1tL22tLOCJCFeG4Jja49W9VUenWuV7nuLZHmnxfgFz8ULgOcRJbRPIfYDp+NedXE/nzs/RScKPQDoK9D8e6tPa+KrlNSlWa9ULukt4QgBxwoz1X0Ncc+rxRwJ5EKNI7F5BLGGA+nvRYZlDpnt/Oite61x/wB2tqFXA+YmJev+z6VkvIZHLu2WJySe9ACUUUUgCiiigBV+8KZIpaTABJ9B1/Knrwwr6J+FXh/ST4LtNUNhA19KXDTugLcNgdaaVwPD9M8E+INVZDDp8kcTciWYbF+vPWvUvDHwV094km1i+luG6mKD5FH49TXol1BuuQcDjpntWnYDZtXgA1vyInmItD8KaDoCY0zS4Ldu8gXLn6sea6AHvXBX3xM0mHVf7N063vdSvEk8uRLeL5YyDg7ifSqXiDWPEl74o1HT9H1Wy01NPhSVFnwDclucZPb+VZtDudX4xls5dBmheeL7WBvt4TcGNncdAMEH8K8j0vWr9riY/wBl3Fwi/KFFy525z0y3auyvNFttR8XaRca3bQyHU7Exu0cmVjuVHVWHXj+VZosU0bUpbGRiJELFJMcyBcE5P0qGMZoFzqy+JLozQzRR/wBmyyiJpmKDryOT7Uy61nWxIHSwuFfYG2+ew3KRyOTyD69RiugtAh8cmKJsodKYKMZwd9RXVg8csjeeXtSDvRwxKY5+TH6j8aQzmH13xLDEZG0qWOLaSxNyWIHrkHOKyNO8UeIZfngiuyin/ViZiGAz3P559a7ieJbkRMjn51CkAbSoOCAQf5VhaTpzQ3t8Y3cxx3BQkHgr16dvw9DQAeHfEPiDVPF3lS/aEVrFvlEpKowVscHvnv7VGmq+MFtNvl3J6IA9weT3INWvDMLL4+SFlidZNPwZYRgHcW5Bzxn6Vu295HOssAgKNbttIJ3DIOOPTp3oA5Br3xlHbGALOckbSJck49CTWKde8UW+sPHPcXCuWyYvPbbyOmM+n616HOkjXAMQXLrtbd/nrXJXMJGuFtvyC4cHqSPlH50AWtN1XxDc6kZJ5rgI+nXDRpuOCyJxnnB7Vg3OteJAAz3l+RkglWOAMd+fU9a6fToXTWLdJH3ZsrrhQQB+7AJx79arXiwwuioBE8n3QBkKAP8AP50AcVBrHiITT7L+9DFxvKuTyPXkVDB4h8Q/aYy2rX53OcDzSRwfTNdBYvHJPePtbAfJUjGDWHawB7yNiSPnkKbc5HP60AUrQxzeG9cjTcCUhJJ4z8xqj5anTDIW/gGK1bEE+HdbAIBEMIzg/wB49yKy8D+yRuMg2Rjgr/8AWpAV2QJZAJhWPTBOG+orUtY2B2zojRiPax65GOKzZfMW3jYxTKQAFRAcE988Vq2mWAV1dl6DahFAGvpNvHb6Rr4CEMdNdnGOAN6cD2p8kbNBKUbAwP4cgY9QO3f61YsU8zStcZI7kltNlLKYzjO5OKzby2v2tQ8LzAhjvURttkBx8p4oAz7PUI3u7m6lkCLubdt425XbkA9q0tPRf7OsXTaVifdy2c44J456c1Tjs5ZbWbzNMYooyoMJ+X8cVbsLeaCxe5S0mVVyyqkLbgx74x/+ugDe0u7gHiJbXcwPkTMFKdBsPf1rInlZYV2bWjOcgHgjH9OtbOj4bUIZEhlZRFIwZ4yOGjYY5rAmjkjgx5UgI+8uw4z7UAc7dXomu3iZQHVGU9weODWRGSqK2PmB5960ru3MOpiZA7FvmO5TWXJKyb/kwSSeaAPcPhrpnhfVfCCabM1pe3crNLPFIAJEY9h3GAOorqdX8JXNpFo0/hSC0gm0yVykE5KxsHGGyeuelfL8E81vIJYZXjkXo6HBH416H4c+MfiLRQkN8y6nbDjExxIPo/8AjVolnq15ZXfh/wAO6rqd+6Xmu6vttfkB2ru+VI17hR1rpPC3hqz8LaNHY2ygy4BnmP3pHxySfTsPasDw58UvDXiJkha5+x3Zx+5usLz7HoTXc7geQQQeQR0NWgHVna6N2i3Q/wBitEHIqjrPOkXI/wBg1VgPnTxqu3SphzxKtefV6H45502T3mWvPKznuMKKKKgYUUUUAFWLa1+0IztcQwop5MhPP0AqvRQBrz29kkUUMt8V2DPyRFtxPftQIdPSxLfabgxSSY3CEA5X0GaynkaVyznJOBVq4/d6dZp2be/64pgzV0xtNl1q2YfbJ5i4CiRlVW46HjIFezWyaneaT5B02xW1SFVKpPnKjIxjHXmvC/Dw3eItPHrOte8JK7acwjdlCW652n+IvjmtInn4p2ZyV5ZR2+saPcMF8t2aIhhwQFDD9a721kTT7ZWfbkhVyeM9z9ee5rl/FFpt8NfahybaWGU4/u5XP861Tcb57eJUSSTcoKn5gB2Hv65rSxhqldGPqZzfTzNgY+Yn1Cj/AOtWZ4chIs7Od8Fnk83kdCWzXR+KZ4Y/DN+BCiM0YWIBeGdiEY/Xrg1XXTX02SC2YYEaoB9OKCLNanoZuB0zQZwR1rLNx9eeaT7T7Guc9iPwo8S+LbmTx9cN/wBO8Wf++a4ccV2fxQcP44uGHeGLr/u1xtAwooooAdRRRSAKKKKAHD7wr6c+FC5+G2ne5k/9CNfMY6ivpz4RP5nw30/A+68in/vqrgJ7HQ3KZl2gc0+IeXt56VLeR7Zw/ZhUIODW1yDhNbOt+H/HUieG4LLf4hQMGugdsUqA7iPcjnFWPFOm6MNM0m58ZxTSXe77PNqFn+7WPjIL99p+lbviTQf+EjsYIIbx7K9tZ1nt7lBkoeQcfUGjQPCNrof2uSe8uNRkvABcvesHVgOfungVmy0cd4csJb6x1m38MzSXdnp17FdaXLP3kA+dFJ6qQP1roX0bWAbjXPEJgjaScP8AZ4fmSJNu3JP86NX+KfhHwrEbOyIupE4EFkoCKfdulec6x8b9e1GZVsoILK0DAtGBveRc9Cx7H2FQxnpNlLGfHcMEUe2RdMlz0AZd2QeK0r11hgL5JBUgKp4Y/wBDXNeG47i616z1C2s7kWs1lcGJpFyAny7RxwO+K35nuSqLFaXIznHyEKcDGG9jn88VIzHup4FSGaCYSCQqVjyMMGO3t3BFV7WPytZ1GBWdCzhkkU4AOen5VHPZ3i20JFrcRzq4RGSM5YHg9B0x3NM0q2uJLy9kayu1iLBAJImUrt/n/wDXoAXSbFNO+IrhFwr2JkjKDp97OccE5PpVrRrv7fPcbkjG3JyjZByff9fepdKtrgeO0EttIP8AiXMHcIwRnJPQ44rAvJtR8KPDOto11DPdCN2wzyJHjPOByAe9AHQvDNmOVp3GHIC8D25x+lcnc5/t+QO8mUvXKMpxtBA6V19xd2T20YluDH5ig7gCpX39ugrinv4BrEZYPJF9ocmR0bJAXqeO57igDd0lCNXh3FgBbXO0yHLMPL7mo7hI5YZPMQqT0J7454/KrGl39tdX4VCSYrW6kwFOQvl4rEfULFQSb/5TgbWzgD6HvQBgWNzvlv3hVPnkJwxwehwT+tUbJ98lmcY3NJ/Om2d/DDe3zzXUBzJhHUEbx0yfeqtpfW0ZtA86K67yRg8Hdn0oAs2Op6j/AGHq8ravMzxJGY3DH5CW5x9ax5NY1V7BS+v3JZk3bGbIzW3a2sQ0LWEEagNHH/6FWRBZwto6O8aN+63DI70gFTxDrZsVI1+7RweQGII/Krkeu61Cuf8AhJrotjI3NkZx35rKMKHTpHVcMSApxWpY2dvIY3MK7WQcjuaANfS9e1e4g1sy6zPcG30yWWAiQrhgVO7HqOetQL4g1WSFSPE91krkgg9cdOtaVla29vputvHEqt/ZkwJA6jK/nVJ9MtpbNE8pWIAYY+Ug4/WgDNbxNrASdf8AhIb3cy/KuTk/rU663rDwLjxNPuZQpBc5HrjJ61Ss7dIBMJVVhJHkMV+ZTU1ika28ErpG0e1gzbMkNnrn8aANHRdX1KbX4Fl12e4ikSVnickDhCRjnsa5yTxBqkrbJ9bfhcApkj2/Suh0N/M1a2mjgiWJ1kKHgkDawrn7i2UCMlVAyCCgxtOOSfY0AZdzql3JKSdTuHBHXJH9azpJpZQPNmeT/eP61YuYpklKtKjLjOQMVUoAQDFO7UUUwFHXoPxFdJ4f8d+IfDQVdP1CTyFP/HvL88f5GubFFO4rHvnhz45abdhIdctHs5TwZ4/mj+pHUV6M2p2Os6HNcaddw3ULRkhomz/+qvj0cVc0/Vr/AEmYzWF3NbyEYJjYgN7Ed6pSCx2njds6Y/8A12X+tefVoXviC71Gza2udrkuH8zoeKzx0qW7gFFFFIYUUUUAFFFFABSliwUEkhRge1JRRcDW8Nc+JtN/6+Fr3S3TbY3g/wBlR/49XhnhYbvFelj1uVr6AtbfzIbiPpuZAT7ZrWLOHFR1RX1O1F54fuLB8k3NiNuBnkcYx+ApvhqCyn8H6bfo8hunj/ebjjBU4OPbPWumtY44ZVmXEqJAYXA6DnIrj/C5NtJq2hOpIsryRUbdn5HG5Rjt1q2yYx92wzxLH51/oGnZWRZ7oXDbTn5UXJH51q6iJGj8snfHC5CkjDKDz/h1rBZHufHTMMbbCxjQcc73+Yn6/wCNdLq7CSYXEWVWaAEgcDI6ipuJxs0ij9pwBkn86Bd56E/nWT9o960UvYjpRjbT5JWAZvtG3Cpn3HX8ayO9HkPxEbf4wmPPEMY5+lctXReOmD+KZW55iT+Vc5QMWigUUAOoooNIAopKWgBR1FfTPwa5+HFr/wBd5f518zdK9h8DfFDRfCHgOOxuY7m6vhNIywwgAAE8ZY8VUQZ7XfJmLPpXOatr+m6JAJtRvYbdMcb25P0A5NePeIfjR4h1VXisUg06A/8APIbnx/vH+grzm6vrm+uDPdTyTSk5LSNuP61pzE2PY9a+NlvDKy6FYtKQNvnXPAP0Uf1Nec65448Q+IwU1HUpWh/54RnZH+QrnM80ualyKsPJzSg8VFmnKahgesfC7XLia7i0/wA25f7JZ3LiMOcMNoKjHtziulPiXUnmYDTLkNGQVVZGBK7cbj2P4V5V4E10eH/FdtdSECCUNbykjorjGfwOK9wjtCZGlO5TGSItud3PfjsTg46UhnLTeINYFxHcR2N4jxHDfv359iOmKpWXifXEurhTBdOk7FvLaZ8oR/d9q7JSyByRE0pfDDaxJB79OnBNZ+lJFJrl29vaI6+by/ABU+nuO9AEuj69q114tthcrPDGbB3MJdscE84/SuZ8VeMtSm0tEs7m7t7hnADpIy8dsd8V3kVuE8e2pQAD+zpe3+1WPqGipqd0rbMQh8PkdPUfQj9aAM+PxN4kS3hWThkGGHz56Dkn3rAj8Ya8NSAe+uNwd90QZvlB6fL6Cu/mtwyZhYhkGxy/BIBz9K4SyaM6vBuYMQ8rbv4cHp79ue1AG5o+v63d37iW9mXZZzuowQoYJlcj2/WskeJvEYQGTVpj0x+7YdhXXafAjTeZgDdBMpx2HlmsG5VLZIkZQ8IADHJLEY6j1xQBycXizWYb66I1WSMl+QFJ55ptp4u8QyS22NYnYEHfu+v61Ki7rq/KKrR9VfOMj6Vn2MWLizYjI8skH1O7FAF20H/Em1b/AK5If/HqyoE3aBHgjiIGtPTFnl0jVy0Mg+SMAFT3Yce9ZCwzjRIkltrgFEwrKp9fpSAqlGNtKyHIR8njtjtWpp5U2ybo9oiTeSTww9RVK1trlreSP7HcKxH3gjdPTGK1dLsLgW0brbSptyuDG3zDsOlAGvZIf7G1fczFv7Kl3jrgnafyqGV5RZwMkDFTgOpPzY29QfrV200y8ew1R3tZVkbTpo8IjDLccEYqWLTLpo498FzgKuV2MPm9enXGaAOdMeLybMIkDoMn0Hv7YpmmBvLAHETE7lI6EenrkDpWtNpt6l2/+g3LII87jE3I/Ac9qrafZ3ccKibT7vmRv+WDAEflQBYsowupxBXySxBBGOqN+NcqyGFV2jMeMMozlT9O4rsbCxmW+hkNrKgRmIZ0PA2n1rnp7Gfe/wC5m29ceWx/X0oA5W9hZpdoPXp9KoFCCR6da37myuPNXEEpxnGUINZyWl15jEwSgk8ZjOKAM+itUaezSAGFwpOCcHj3qk9pIhPyv1/ummBABRzTmDIcMrL9RSZFACc0h6U+kYcUAVV+9U46VEnDVMOlABRRRQAUUUUAFFFFABRRQelAGz4S58X6SP8Ap5Wvoy3j2Wc7gcsQo/x/WvnTwf8A8jno/wD19JX0tDCfsyL2abBFWjnrxuZGv6pH4c8OX15InmPsiESZ+85PArxO417VbvULjUnv2gurgbpBC5QDHAGAOwr174k6Vc6j4aP2eNneBI5yi9SqkhsV4mHDRkrJ90EY3NnrQ2OEUkdJ4S8QTafqs32lmuIrl1FxI5+dOyvnuOma9ok8PahNbqAI9oQ7R5g718+W9vPqeoWtrDG01xczeXHGHPy8jk+2K+m4tElstPBh8qe6WPCmR/kjYLwQKVxuEWeW6tpt9ok8UN9EI3lUugDZyM9atLcgeFGZMgrhWbdjILc8Y5rO8Vx6va6lHJrN4lzcSxFw0b7gFB6DHTvxUzB7bwwq3fmRK2SilceaeowQORznOaRaZ5d4vO/xBI3qi/yrBrZ8Tv5mss3+wv8AKsagoUUUCigBc0E0UGkAmaUGkpRQA4U1zThTX60wGZNJ3paSgAB5pw5qOng8UgHYpRXQaL4J13XNr29lJHARnzpVIX8OOfwrvPC/w2hikaTUrCW6ePGFljYR5+n8X40AeeaJ4d1XX72K10+1d3lVirt8q4A5Ofavf9HsLnTtHt7W6ImuFhCPPGThiByMdj0x9Knh06eLXtLENtJtjtrnO2HYqkoMdsCrPkz+QqyxzZDBwyoy4OMYOB2/KgZlLBKL2dnV2Vo4wWQnLEHIP+zjPPrVKweNtVlnU5jSbdvU4yG45rUM01qB5tteQNlofMEbSAtj5e3H16ZrA0I3Vq0slxYzxyEqMSwt+8OW9Bj69uaAOmhKSfEDTGBJA02Y/Kf9qrckYHbnqQfSsnS43Xxlp8cUZjT7DcANgkLlga0HvbaIDfdJz1yD1/LvQBnahMoZo0dAzdd3zfpXF6fE/wBrhkWGMo0kgV1O0r6gDtzz71rancrLczFbjAkTBMa8xcnJBI56dPc1z9iVtI4ZXmuGMbynY0Z289G24z37dvpQB3WkSx3Fw0aOPMWCbcDzj5DzWe8e6AEkAkbVYY4OMf5FWNEv7Oa53KyJMlpMXjAbP3ME9ORWNLq+npGGe/PJG1UVhgd88cigDBeNYZ74xQgAFtoPCk89fSud0q/STVbe0bzEZUMZ+Xqc9P1rQvdUgV9T8i4kO9vlIztbJ56jNYv2qOPW7G5cDYBuZgPuk4FAGhZ3lwmkarONTu5JY44tjGQ5jy4BI+oNZA1XUZdPy2tXIwMgM5ORnFaOkpCdB1p9n3oYsg/dGHHSsOGCN9LaXYCCeSOuc4pAXrbXdSVXzrt0o3YUNITxViHXNUWFJF1u7cAncol+b2xk4P0rPjskNr5mxd5GKnito7UxvLZCUYKtg/Kx6ZNAHVaFquoTWOqiXV7mWWDTppI13EbWAGG69aym1/UTHFLFrV3LLJtDBiQMc59s1oaRbQRHWxBCY1bSrgjcf9n9Kx7d7eUndbupth5i+W2C+VweD1H0oAfLr9890q/2tebF+8SOPccGqNvrV4rFn1O6KsxMe4k/nk0+FvsiEOrmGJsBgBjzD6g9qsWlqs0DklQZFHLDKkZzwOxoA1dC1CS61q0ik1CaVXcjY0fDYUnFYdxfXMsBH9pShGJGfLwRzx+FdT4cs3g1+BCYQTMWO0Efwt0FY13ZxSW52kCZpMLGVwOOoI/Ec0AYUt3NIU3X0nyjBKrgZ/rUKSSF5B9rcDPUjr/hWy9sv24kj5Y1+YDoT61DZ2++I5Tc7yYOCMigCvajzb+3iNxI4ZuQRx0rLaWQr/x9SY55Fd1ZWS/2hB0zu9PasqXTlcOVRcHHGPSmByEjsGIMsjqetRjBc/NW9LYbLhODtYdB0xVSK3WN5AF6NQBnDrgHOOaMg1otHgt8mPlNUpEC5IoAp5zIamphXDgjv1p9ABRRRQAUUUUAFFFFABS0lKKAN3wYN3jbRR63aV9QW1sZREvbzGYn2FfOvgm1t/7Z0G48omZr9F8zd05PbP8AIV9M2ibbcsPQ/wA6qJlNXKkse8oQMgxFfqc15dL4W0nWfiLq1tc2xES2kUwWJimXJ5bivXzEDeLjkb2riLOLZ8U9bjUZxp0GT36mgSMfwHollp2r6/FbwBRDfCBHblwmBkZ69a9GurTS1gvlkgmZbeBmkAbquOQK4rwhx4o8XJjOzUFYZH+yDXaXEV3dwX5t4cvcwvGB0GSPWgZ4z4stNKsjo9zo8EsFtf2f2gpK+5s7iBVVbeNPC/25rmfDsAYUmG3OcAlSPUfWm+ModU01dE0/VDYiS1sTEgtZS5VQx++em7r0p0ckcPgRpCInMgCbQ4DKSxw2NvX2zmgDzvXHL6o5JycAfpWfVzVeb9j/ALI/lVOkaIQ0UGigB1AooFIANKKDQKAHio5OoqQGrdtpF5qI328WY1+85PAoAzcUqxSytsijZ3/uqMmu20nwZbyRLPczGYHqq8LXQWeixRAxWkcUTmMhGx90Z7nqcUwOG0vwdf3sgFyDAmxn6ZY4XOMe+K6rRtD06wWKaTSJnuPLOPOOctxj6Gu8sdPWW9iAiCgxyKQOW3bDgY/Wrxt1a3+Zd8fAOB2HDE+mPzpAc3Bd3LXMkqaZdyKE27C5Hvnbnrz1pltrt1byK7WE8iucJGhZiP1rqYbOeG6mljdhFLkmNj0wPlKn37isuzgMGoyKhUFlC/NnCYJO4fjQBNpesXF14jst9vcQ7ILlnTedrEJkfU1ZtvEmqeZcuLCcwTKrQK75CgDB+meDVyKA2viHTZJpMhlu5CS3IzEDj6DsKvXWq6faW7M822FFUzMwOFUjg0DOUu/E2pkvG1pcxMAsmYp2GMf0rL07xPrFr58063eC/wAyy3Lbc98HtXeXUUE0AMDYj8vKMufmyOMetcna3hkurlYESdGuArlBv4AyQQeuaANDRPEN9e+L9MEzS+RJZzybPNbBIAxn1weKsP4tvJI2EbDeGxje4wffiqmlrAvjjRmhDKrWVzHteMqVwcZ9+a354F2MoADNg71XPGOo9/5UAcTP4w1ZXJW6dPLyw/fOwI9+OvpVKz8Ya15sMsl7MUZnLF5GAHpXQXtnbK3kedBbyKq/NuHUHgMPQkmsHToPmtN48vZLOrBHHDex/lQB0Gl+JtTuJ7nzLwEJazzA73wCq8Vz8PjjV7iVRDqSkIgBJlYk57niuq02BkuX+4ytZzhi43H7vQ1yuiWNulo0saoY5nZkYDBwCeMEcUAZCeJdchn1IrrDhpG3ECQkliOcZFQQeMfEEjwq+qzOGHKue+enTrirhhJnv0+z5BJ54z04xWPa2qtcWkmAJzEdvOAW7YoAfYD/AIlmr4VShhQbf+BisYMv9hA7cEbtx9ea2rMY0fV1G8bYUGQhOCXH51zgMq6VtaCb7xBOw4PPakBZVglmoVfv4UHOP89elT/vFnkZM+egw0bH759R61SYM3kII5ducsNjcn34q8BLGFiEcjOuPmKNtUehoA39EcPZ6kSGUtpd2VR+w2istL6x+yKXE+6OIIQQWBBAJUfzrX0aCZTqqNHMW/sy5+UglTleo44OeMe1Y8kN5DaQiFZIxtVypgbuuMUAZk8MEqeSJ2kKbZDuAyM9vf8A+tV+1WOEhDG6MpaNhE/yZA+979c1HcWRhg+0pbTszjazJGc5z9OhrT061kWaKRrOUwzIdwMZBEnIJxjqeKAOk0aOJvEGmptIBlxgjoNjcisrdbJdqBIPlQKQ4IGPr6mtbQYbtvFelhoJGEU3zyqjfMNp4Oe/QVGdLZI5iLWcec+MFGGBjggY6igDCWINe3hYhlHypg53L6n3qOxs0ks1EvCKWIZT8wGe344rSeznikuGNrOCIgeIW5/SjT7G8W0hAtJgVIc74m/LpQBa0W33X9ssgy6uFY4I7dazbiATDy42aMoQxIx0966TSba9Gt25NvMYpJSzkwsNnynA5HI4+tczbQ6nLq92k1hN5KoFB8lwGzwccc/0pgZM+1rsK+AyjGfrWVOojWeUEmPftk9V9DXQzaZItw6tBcKEGVPlk9vpWHPFciwl8y3ckHcA0ZG7noeKAK4Qqjj/AKZHt7VmSAkEGtnDlHBidSsTAgqeOOKyZ0ZR90/lQBSc/MtLSMDnkEfUUtABRRRQAUUUUAFFFFABS0lLQB3ngNEbUNAztyNRjHT3NfTMKqsKI65Bz36c18w+AbmM674fi3rv+3xrgdfvZx/9evqRE7c1SIkMQYYkf32IrzjQpr3UPitrMhhO2MeS85IwsajhAOpOSDmvStuGb6muZ8O2qR+JfEcw2lzeDJHb5F4/Shk2OX8CXsd74x8TSqR5txcBymOU2/L8x9T6V6Veb3sZlulVIfKbcwkK8Y657VynhCwjt77X3VArtqMhJA6jORXT39y0On3MzqJRHC7bHGQwCk4NA7Hzb4xh8P2mrxDw7qE17A0eZnlfdtfPQHAyMVEEvf8AhEJLg3WbMOoELwng5P3Wxjr1qh4j1zT9Zuba40/R4NKZYys6QNlHbPDAduK27uaNvhxE0QuY4/kXY77hkMc44+4c9fXigm55/fHddsar5qa6O64Y1DSNI7BRRRQMdQKKBSAWiiloAUV6H4NhMmjLtB3eYxC9j/iK89FeqfDy3M+j71EgaNm2/KSCSe3rQB0Fpp32adgqKSyhjGOg68ipdGtJP7QUzfMu1sD05/WpbiC7Z3MVteQ3SB8NBHlHB6DkEE8fhmpdAF611FDdWU6yiPccxEA57emRjkUwN62sYoL9JVGGcNux1JCGkUIsroVAMi+d6Ar0yR61bhiuG1BsQ/u03gMSwOdpPIxx6fhVbUrTzoo7MvcHzhtlUoduzvg4zn6H0oAbK9q8UiLMvyxeawHVV6g464rmbOWG41nfCwxNIInZ2O3bngemeK1LjT76a3niZW86DBguShDsmeUfAwePwPWsy0VEmMMkT25EuMGHIY4PzjPGPSkB0EsjtrOmQ+VCZEjugEH3X/dAVUuGgttK8u9jBhMiRlUbdtVjgk+qfypLKLdqtlbRsUlVLos3l7TGfKAB445xnjvmp7oxTwiWS8hIe0aFonUAMeOo9fQ0DKji50uxt4Au8RYDNHlsJkgYz14AqlopjVrt0hEMjMXIAJV8d9o+uKmGowBVVLxFeIGIx3DEkKB/Cfft7Vn6ZrWn291JNIzq07gBtp+Qd8+n40AXdJuVn8c6TLH942tydp528DH4Vum+hnto1yA3lkkDpjufbr9a57T7iGfxxo2xtyR2lyAySblb5AQPXscClt7uyif/AI+dywhseYducjjtz6c9MUAU9YiL20sCWMEcrybVdvmJUjk/lisPR7dYEsU+aUqJcE9SPQ8dK2Te2VzfNLcstuxh3EEZBJPt3GPxFZkF9awRxSKxd1MhYlGHU/TigDqNPhZnuUuLjbmylVnyP3YKHqB25PNc9odq9hp8EUD/AGlY87ZnYkMh5b3xwMe9b+l31nc30zW86yyrZzMVCtuxsPtXPJrmkwW6I92xYICGKsT9On69xSApO5D6mAWBzkEdqxrXf52nNt+7GSeDzz/9epV1uz3X/mXC5lY4wDx6ZqjaajZwyWeZlyFbzM5POeP0pgS2U961hqrnU7x3SFGRjKcod46Y+uKwX1fWjbgnWb9t7EBfMOAB71q6XEo0zVvmY5gXr/viueMCPaIodsh2BGfekBqHXdbDJHHrmoBwQNnndOKsprWtiUq/iO+VuMgylevQD1NYUtrGkqF3kJxuBbtV62tlul3Eqrqv3s/xe1AHTaFrWpzXGpRza9eziLT7iTY0hyGUDDDHeoLXX9bns4JX8R6ikjorEGTik0SzEd3q0o3BxpNyoVhwcrzXN2vFoE3eWSR5QYH5xjkDFAGq/iHWxGzJ4k1Bi0vlgCU/5FXrLWtbYpv8TairxoS8bMc88cZODiucu9Oa3khmjcESqWMbtjaR/LjvV+zijlP7+KWGTcAcyevRsdxigDpPBWs61f8AiS0+06xfS2zyDdFJOctkHgj8Kk/tXVZMBvEt6AB8wDjr6fpVfwolpL4n0yQLJFcJNyjLx9085qW3sIftDloQ8JJA3DkkHoD360AUJdZ1iMPjxDesGzn9/gjj0/wq9bTaq9vDK3ibUV3qMjzc4PasXUNIt5LhblVMbhcqc4Xhug/DtW3aaZAixgqUJHQnI98j0oA09BF62uWEc/iG7nQzYMUj4Dgqa52K51MXMiXmv36Ychdr5Cg8j+VdD4Zs4W1yyuDCpVXxGNzAg4OT6dc//XrnroC3eKOe3lKysWDxYOOOhJ/OmBUuLi6ZLhv7dvmxyg8zGazXnu5IF26rdliOcy+9aEkEDWjBFzMwJAPWqSwhY1JC8rnp29aAK2XRXDXc0j+WxIZ85OOKypXYAnz5TwP4q1W2kMwUcxt2welZLqOAR2H8qAKruSQfMZvqacKZJ/rKctAC0UUUAFFFFABRRRQAUtJRQB0/w/IPjnw+ufm/tFDj2xX15t5NfIHw+/5KH4f/AOv1P619iheaaEyAJhsjrVOz0m006S5e1jKNcymWTnOW9vStTZSFOelFxWMLS9JmsLvUpZbgSJdXHmooGNgwBg/lU+rx40W/P/TtL/6Ca1tg9KoayuND1Dj/AJdpP/QTQFj4yB4rsUDv8PHWWZECANGSXJI3/cPy49wM4/OuKBIA+nrXY3drOngWKaHW5JbLAH2YwbBndyuc9QecY6GmYI4qb/WNUdPk+8T60ykbx2CiiigYuaUUlFIB1LSd6KAJExmvRvCdw8Oh2qwSziVJH3IpYqyse4B/UV5wvWvUPBsEcnhyN5RK6pIzI8anfC2euRzjHNAGydadbaQIL4uPugu7LnJBUnPQcc9ams9ct45GF5JfOcq2FldsH2Gema0IrZkj81L154CgI3qDx1yCO5zUekJ9quHJigBCKGOd2ecZBHToMqcHNMDW0rVo21ASQyXsYjhnZ42YspAUnIB7/j7VT/4SiKSOa4K38iyokiL5rAKOxx1HuK3o/kv41aGQKUlAkTG3bsPHqT14xTfKsvPjg2eUqxMyydmXgfhgevrQBzd14vaK1ZkGoKMfeMxOAvGffv8AWoLfxtcfYJMy3RmikB29VdSOBknjrVzWIA+lXMVtGysImdRsGGXv+PTj1rK0WzsTYQSXEiSBmVwsoAIHPy89MnjGcikB0dj4tGpalZhJLiJkhneWNnGRtj74PY1Qh8ZXgnkiuJbiJth8sZ+/0x1PXrWjNZ+TeQBVG1orkJyN+DFwOBkYx3qpa2cL6cZ57bfdRM0Pm4D5GR8wxwDjAI60DM9vGeqLI7SR3ipjJy4BHp68+1VLDxbqSQbmu7mQmbHmSz7MD0ORz9a3xbWxVWRA0mMgAD5VHr/SsfTFgeW9iks2mJdXUREZGOeGPfHY0AWtP8VapdeObCzkeZIDDM5QyjEmEyM/jTb/AMY6otrLGZdhd9sciy/MD7gj1pdPgaLx14dlM0c0ElvclXK4Ykru2txxjOKvXkciT/vtPV4igUtEN5Dc8kemOM+poA5CLxT4jsoxDdX5cozASrOSXB5GR7dKmsPFmtyz2TPezFDG5cGUgE54zWldwW73C+REoa3xJ5Sp8zg8EAmoLa3T/RXaIyfJKxVQOm7jigDV07XNQur2aJrp9v2aZ123BO3ahIx+NYL+KddXOb48IuGNx/P/AOtXTab9ma6ykagtBMAdmMjY36Vg3VqsacQxvGVAwMAr6nHfigDn4vE2twy37DUiHLE/JKSc1X/4S/xGxt0GqXH3VPLjAOR1461btYbeddRbYmcsVwOcYyMjtWTFBELjT3YDa0fPOcnPWgCHTBt0zVR2ECf+hisBR/oox2d/510GnfNpuq7Rn9wo4HfeKwrcE27gq3DMPun+9SAUsJrlS0RDBCpz1ORxir2nwmNwWYnZjYSfzzUZiLX0XyNjbn7p61Yje5ikIgiDSDkblPT16UAbeksJJ9QjDjA0y6BYnphOKw4bSI6fb5jDIFQkBvuErkEfXvW5osDvNqKpBKP+JbcqyvGTn5OCPY54rGtLLGjxfuZvOaEKQyt09On1oArX8ZuLQOhVZIiFEZI7n7xNaEMouoUjCLHLBHtdZU/iB3Z9xis19HjW1t5Y7WcuTtfCnOc/yrY05J5gsNyZnljOVl2EFfpxzxxQBu+GpQdb08pCVUyrgcFQMNjHfH1qWIkjbncuTtAXGaXw/YMPEGnunnjbKCAE4bg8H2qv5jISPJuMkkEBGyOfpQBm38Ak09XLqo84BwQQ23PY/wA6uQ3AEhRnYsQGDLjkY/g7HA6014GktLiMwz+WBkfumPfPHvmn6VbzJ5CLDM0QUHy3hYDdnJ7cigDptIhWPULYRrsCNtwpwMYOPwrmZ4f9DhjkjfY4BDNjgZ6nn16V1Om29z/alqot585OHMZK9D1PY9KyJbOZ7aDfDOrRxg/6sgjjp+YzTA5S1QgXDZyuzIU8FT3OazuZLSMeZjapQ57A961/IuhDPm3m3MnJ8sgHHtWGq3EcahYJSHJDDYev5elAEEwIZwf+eTfyrLl+6PoP5VrSo4L5Rs+W+eD6VkOTtwQQR6igCnKPmFA6UsvWkHQUAOopKWgAooooAKKKKACiiigDW8L6nDovinTNTuFdobW4WV1QZYgele9/8NB+Gf8AoHan/wB8L/jXzdS0AfSH/DQvhof8w3U/++F/xpP+GhfDP/QN1P8A74X/ABr5vxRigD6R/wCGg/DP/QO1P/vhf8araj8e/Dl5pt1bJYairSwuilkXGSpA7188YoA5oEWK7eVsfCyMebHtMgGwwnOdx6Hp+J+lcQOgrp31iwPgYacZ5zfAqAhHyld5bb9B1z15pmMUcnL96mU9zk5plBqgooooGLR0opDSAcDzTqYKfQA4CvWfAlrHL4WjlkDkrK4QLIRznrj+nevJh0r2j4bI8vhONfLDKJnbOehByKAOq8t2gaJUjDCMlScFM9xx26Gq1jAsUjvEFQmJGdkT5WJOM4/rWqoZYXkeIjG4rhTnpzUMLPEGkVH3LGgAAIBGf/r0wNi3iP8Aa/mMFOGYq4GCQUI/p+VM1FIGjQzHlR5g5xnHb365qWyDPcqixtsTIDEHn5P8imSCdo5RIzkqTsG0r8p+npQBzkKrLY3LRo6hGLCMHew6Mcf561mae0c8txF5SSb3BYMcA5+7jI5HYg9Dmtm6tJxp832e1CziQmRSpUuMY4I4BIxWJpx1D7RcXQt51dZNu2VCoVcEAgYwR69+9IDpop2k1G1Js5IzH54DPgkkRnt9OaSK5jW3Dq4kBdUCAYVj3J/Ic+1Rlrm9mtbcWzCRredtiBj1jIxu6Ec9fWshRO3h+Axw3NhcQnbEr9Yx05z99fUde9AyTWwLMxSSXU9uqMX81WwXJ4IJIwRzn8K5WyvdasNRlfy5LlLqISK0KAtGQSGBGeSeuB6itq8kElyfPui88DBnifeYnJHVCRgjnoelRadLao0E5kaK4gJRSHIOwc4OeCM0AXbS88/xtoMaiV2jjuShuBsfJi4Vh0OOmRV8StCqSfP+7QF1xzk/zGfyxmqwu47/AMcaAUnjl8pbolowSFBiwC3Gc+1Rpq1qiDff2q7AwYxhhvGOOCOD3/DFAEsyBTLK42ozZ2DrnHLZ7D2HGKy9PGZ7MKuWW3kA5wp5OOTVmXWdNZCH1O32qmcnOWOOmMcVi2OtabE1pm8jj2W7Jzu4JOcdPxoA7S1RDfLnGVt349AUNc3qkqx2fLBBwCzHAHFW9I8Qadf3pW2uUZ/s0zEIGOAEOT096wLvxDo8tt5MlyH+TaS0bMCD7EUAYdtdTJ9skleIrjDOvrj+oxVdUkb7Em7GIgQf7vOearHULDyL2OMlUZsKNjAYxgfyp1rqFsLpP3rFBHgLsPHNACWV1fNY6m76jdF44FZG38qd4BP5GslNV1SWJ9+r3uNxAHmcdat6X5p03WlkkywgAOB0/eCsYREWuehMjAgHPOaQGs2p6uLtI01u/UFRj99wKkbV9agk51nUZYB990lIK+lZTxrFLF+8ckOARj2qzFbmIMFmlO0YIzjqcCgDq9HvL+Rb6RtZv7gfYJpY0eUjDKmQfqDWTBq+tiwW4k8Q6gqyRKVPnkc9+KvaJaiGe+2Pkf2bcjbxnOysOOEyaTE5LkiJCFPfigC3NrWuLbp5PiS/GCNyvOR1q/b6xrbhXbX9XABOS1zxkdcetYU9vGLNZ0cu+8KqnBrRtLK2kG+aORYwMqUJPzdsD170AdN4dvtTuNcso5ta1SbEwR43uMqwIPb0qm+oawFaQa7rCjcTgXBIYeg9Kf4eht4vFNiqO/mC5XIZTtYc8g1WliKWzu0RAXpscnIzigCOLUtXFnMW8SasshAKRm5IJz3/AKfWprPU9RLxxz+IdZRySrA3ZwPccc56VR8mGS0kmaPZKm1Rg5BUnqP1q1LpqOIQzTOkgVSVbKoM9T7dOBQB0OlvdRa3YRvrmp3UbzlGje63KRsY8juM1h+ZfSY363qikRgkNcHA7/8A6qs+G7FI/EVhKC29ZSGYMCjZBwR6e/pWesdtLYpJg78YIHGQD/8ArpgZct1cywyyf2rqG8Enabg8D396oK88lsCdSumZhnHnGr1xFbvbTOqHcGyTjg/jWcbcGNDtwccn19KAIQ8quwee4Y+W5G5/brWQZGblp5DkZ5bvitcBdznbghWB/wC+ayHjxGvrjFAEG4k8sT9TUlR4G7ipKAClpKXNABRRRQAUUUUAFFFFABRRRQAUUUUALRRRQAUUUUAGaKKSgBaKBRQAUhpaQ0AKKfTBTgaAJF6ivWfAOsC08MRRFpVKzOcpnrkED6V5MODXr/w8iE3hFAUDHznJB780COkk8USBJTFJeA4UBcYH4VDB4ye1LXFzLdGIbfuSE8DO47T7dq1JvKWORfKB+QkYTtjn8aoW9vayzyIYInZpEjVJQCrHbzz2Bz9aANfSfFFtqd/AkZu1jaCSQCXIB+U8gg8j/IrJ/wCEreDSoGa6vHIO6bGT8p+6M+xx/WtLTYbZL9JYofLlWD5U6LgI2Bntzmo10y2uIbeeK38oS7SOpw2OgPufX2oA5rV/GEgH9oWT3jbtqbDKVVgTyR2BGB+VFr4zZp5Q1zcsjqoXa7lu43AHpz1rQ1LSbeSF4JLIgwAOHA+RiTnb+HPWstdESy1KwujbzyQI8hdoQHK9Mbl7rg9R0oA6C28UvLqoghado4YJpsO7fOAhPIzzgiqFz4quU09Z4bq+/ehG+cHGCOcEHp/9ar9taw2mswW8ksPm/vFYleimJs8jqBVGCPS/tElrCEdRn7ykfLnpz0A9enNAyjL41vobhraM6g6rGuWd8bRzgn0+tRWHivU5Y5ZFuL9VcnA3GRVOO3fHsKz9W0tbRNQVWml+0kXCeWmdhyBsz6Y59jVrTNKneSNLaFVZUMoSYcxEDoT2PU/Q0AaGkeJtYu/Evh+3luptkiTNOscjYdvLJUHP0z7VDF47126t3iNpLbyBCMvdAKOfvep6VHp1pLH4v0Gd7dIGLzrGInLpKPJYgqeuBnGKrvbx3Nukq6Ksk23MtsP3bAH+EdiON350AaP/AAm2ubZC8d0oRSzN5ykDjPX1rFg8aa6J/Ja+vm+QscEAjcPl57e1T3Oj232ecQ2Mu1I8CWVwDkeo9cY5FZ629vG3mygIPsqyMFGc5J+7jr9KAOn0HxFr9zdKL25uGCQTEHzAN2EyM49xVM+JPEIjz9quWyARvmH+FW9Ms1S4Q/KA1pMrEEnnyz09OK56/W30y3jeRLh4dyx+Yg3AEjjNAGfL4n1+3j1Gb7TIu+Tk7lPP5UxfFWtvdoftRfKA4AT+eKzbr7Msd0m9ldpPlV+Mmq8NpIt8yEEAbSuPQmgCTTf+PTVBkHNqpyPQutYwQSQMMjAkfj1Gela2nljY6o0SHItgAu0/89FrJgSYJMJI3A3txtODzSAkxIZoYnQqyYywOSewq+mFlkuiTKAoypPAxxx71X8p/t6FUcDacrsJ/GrcMZUurRSGN1wcIfoP50AaejSKNUu7dCz7NOuiTjBIKAjmqVoD/Y9szFSTANuByCP/AK1bGiWMz311cFJmxp8yfNGf7h745+lYGm2tzFpyI1pMsn9x425yOMdqAJLm1CNCwZQrtvIc5AbH8JHbNWrKB4tsjAxEZ2/P8uT3Pv1qO8s7yRrYC0ugAdrDyWyPfgVs29rfK0nl2lw2MlVaBj6e1AF/SlQ+ItNijykkdysrJnkA9x6jms+5+z7GeR9nlngYP4fr3rb0SxuH8QWcot7lSt0uGe3cY9RnGMVmXOkam/mPDYXZLI0f+pc4O88gY6YoAoyxM+mOzPtyV2gjIA749M8ZFaEAaO0SRQhARcohPPI4+ozVO503Vo9NhVbC/kZ8cPA/y/XA71r2OlapDHGTYX2AQxLQsT9Dx0oAuaamzWrTagC+bubA65zXPw2pjtyVUKHZnJHGT0zXV6XYXqaxbsbS7VC427ojjHJPJ6VkyafexaeubK4DhPumFs5z9KYHG3zulow27kKfNs7HPb2qlK6RwRZzgAYI9f8AGtXUtL1FbUH7NchSpVozEfXI7df8Kz2tJlK7rWfcqgOChH07UAUZQC5YADCNlfwNY7YIB6cVtyRTGQbo3GA3VcdVrGdH28q2cDPFAFT+OpKZtPmHgge9PoAKKKKACjNFFAC0UlFAC0UlFAC0UlFAC0UUUALRSUtABRRRQAUlLRQAlLmkNFAC0UlFAC96cKaOtPHSgB3evXPh5NJF4etyqll82QHb9eK8jHUV7B8OYpH8LxMsMjjzZPuqT3oA6y4mEtoqq08L7/lwvII9c0tvEWTMRKZZnZ0IJR8HDbT1X6dKWezuzhvs8zq3P3WBBzjiltYJxaXBmsbiTaXVEVGDH3B7HGaBF7w7KJYYp32SGTLB1JIY7SCQDggZHSm3u8xRTxD94ekIchHYDI/4EMcGq+hCSJrCwt7a5+yLCXjleMqwGCNpGOCOPrU13HdXNvblI334DMzxsmDgjAOMgnnmgDIimMtncTkPE8sgUwsc4YHDYI4YDIptsXkvZ7afi1k3xwzKfnGR83P17US29xaWc1okTpPAoZMKWDHPJzjrxj/9dS2ENsYINzNHbMWUxMpVs5yreqkHJoGarOiNa3KujP8AOfNC9T5LD8uP6VmReXcCyEluFJjEiykFNzHll6nA6HB4PbpU2jsJZrLcSS0ksskIjPygo/K8cD1HvT/tVo1r5Lzgxtj5WBUgAcY47EmgDN1K4RrGSOAQKsyYwAcsMcAdj71V0q78prV2haSOaPOYyQRIONvXIyPy5qhJcWdoZorABIniDeUwkwCoxhCeCT3HpirelXlotrBvvDCSS43xt8pPBUjHH1980AX4VNv4w8MxFZPknmdQV24/dNwB2pkBxE0jl41OThSdo/vbh/nNMh1NtY8a6DF5akwTys7RI23HlNk7sdO2azxLpsaQmGSVPLb7u9/l7Hgjnt+GaALl8hXS5xuBG0tgZwPTg1iqIpZ/ILujxwRrlOoJ53fQVd1DWrD7DPB9oXcsfylVY568dKyzq1ibplku22eXGFYAgDjoBjrQB0Gms0TuN27bDL83XI8tsHHtWDO8OoRwkgE7FLZGN46jI+v9K0tL1Szu9SMVpOruIJmKqD0Ebc9K55tbsFZf9MjIC9Cp9Pp60AY93bhjcOzAqsoxkZ71BNfi21XDBnViqk4pkurW7GVVkRg0ucAHoKqNdW015HIJShD7j756D8KANDTry/NhqHm6jdM0cAZH83G1t4GR+BNZhv8AVZfPiOr3ZAYhQ0hIOPWp9PRjp+rZcc24A4/2xWUm8yToGwwZs+3NIDQi1jWfPEI1jUEIA483IzV+DVdYckHXr4N04lzisZkWWeI7sZA5HatC1tGkmDZVWB5AGDmgDpdDuNRmln+0azezRraznmQ4QhSQ2PUGsCPWNZktYD/bOo5IyAs5GRWtoVt5F1cuZSd9lOCcf7FczbQSmC0YTMA4OwkcfnQBoSapq32wLHr2otGx6C5OQfQ1dh1G/ku44v8AhIdRXzSQN8x6j0/wrAmgaW4CscSY3Eg9xV2C18/yRNN9oST512jBVx1GP60AdZoLXzeJdOin1e/nV51AjeU7W55Bx2rMv9QvVuBEmtaltffhBcFQGVjx9PSr/huyEXiTS5UuSU+1R4z169KydRsojO7MzkszMhVeQdxz+FAFq7luksrY/wBs6nukfP8Ax9ELip7O1v5ZoTLq2pwuCRJm6bacZ71j3No8Uix+cJoWxIE6FQc9u1W7BFnnS3SeePcu4KSQSM4/CgDd8PxXc2vWgl1S+kWO4COss7FZBg7hj0rGMdyLeWR9T1ABt2Cl0cDB+7itvQYEHiDT2Mx3rOCEY8mudayVLR3VmYEsSobjljnFMClfSyRW/Go3+9ugNweapv8AvIyTfXjHH/PYnJ+tS6jCgSNgXOPmwT2Pp71m3NtJDMzB/wB3jJHTFADlDJIP9IkfKnhmyDwaymc4H7yQHH97rWnGqq/ysSdpzz7Gst0GwMDnjpQBGGZiAWJ+tSVCn3h9amoAKKKKACiiigAooooAKKKKACiiigBRRQKKACgUUCgBaKKSgBaKSigAooooAKKKDQAClpBS0APHavTvA1wtto0HnSKIGdwy5IKtng8HGO3415iteneCI45NCh3puG5+B9aAOsvL+BVUwXRXoNwdywOc889MVRk8VR2Fobks8oLBWj8xgVJbGQfSr/2Oz2pBGgWUsCQTgke1ZR03TbiKW9nineNWaNkiPzPg4IH+c0AdhpN9HLLbiK638SEYlbuCecn/AD2rnm8UXGngW0uqTvAy/I0jljxzg45wecH860tItrFtdtBZ48sB0LqcdUPG0/j9KP8AhHbCOIRNkHaGJJHP50AZWs+MFm+yfYb6Y3CSCRoVnZdydGGfXuKsWvigpbzq17etGpLJIZG3JjqDnqcc8cGuZ12ybT5pZIJJI7hlV3gdAwcDggY6HpVzTNNiurFBfTCc/dlNtIcEdtp/zmgDqtE8S+fqVpFHezTLI7Nu3NhwEYg844xjimQ+JN1q0cl9dLKVKlirZAI6j1rL8J2aRa3Evmvi3laGNJIyrhdjct2YdCCO2M1PeWdtNC7YnjdCilkJ2vx1xzketAFPUfGVxHJ5Md3fbwuJCCyqMjrk9Dn+dR2HjKbykN3f3bSqWcbJGbceyke/8qqajp+m3NnPcWwBaFN3lCVufXPrn09RWbpyWcNjbz3K/a0BZgImHmKBwTjjntQB1ml+Iry98U6Jam8vzC9w6yB2K+YBEzYx9cfkKWXxncLs2SXiOeCGfDZHaqulW0f/AAkegrGsiuLtkBk+9jynG7B6Z/pWMNKRIsNHLC8bMrSGbdIDjq2eoPUY9qANC+8c3L2bCC7vA7NgZBwOex7YqFfFl288qNf33IHyLIQV4/SufuNL8q0eTe6gYyqOSpbP3uRxQtuovbhfMJRyvzI3sO9AHT6f4h1F9VMceqXckDQSSAtIwYMIyR17cVlN441COBWOqXjrgdR3NLpKumqIPMl2iCYEOwIP7tumPSueltZVjRt0inYDuYA+nSgCSbxZqcM0rpd3GGfL5AJP1pkPinVHuFP2qRlZh1Rcj26VjyRuZ2UvuYvjPqfemxBkn++NvmBWx/OgCxYsp0/UgPmzbL0/66LWXDuDzEDcNzA89K0NJBax1MumMQAEBevzCs+KPEF2MSgBsqVBpAWEjX7VEoIBCA8960rZuGZcBhngnvWPDHdyOjqGLJgYMZOR61tW0Em7cYXJXvsIJoA0tAuZJdVvEliMax2kvG7JJKGsS0G/TrZQwCqSACffmt/SLW6XUbvEUgDWU287D94LjP8AnrWJpthfLZwCa2ueCdqiBgcc+1ADJGVNQgaTCdsk/LxVyCKbMiiLcY23Iq8EHr+PWmT6feLfsfsd1IjDdgQM3I56YrXtLKdkMq2d0C4z80LDB/L86ALfh9lHiHSZU37HuUGd3U5PaqM64AM0O5hM+xgc5+Y/kBWroej3H9v6O6WUwjguef3bDBznis6ey1g42aXcOiSufuMxIyehx70AQ6g0ltqFlNMsboy42pgn8fXrVx7b7PLLcI25Fj2nA7Dnj3ycU270+9kW3eTTLh8sGOIHyBj6cHNaBsb9LlnFldbXQBoxC3zcduOoFACaVFEPEWmAbw5uVIbO4HqTg+xrmXvt0jwGJVCRsSQduWL4/EV2+habdQavZSLb3CwmYeXGIm2oPUZGRXJS2V8sO99Puv3bfKDbsx5Y+35j6UwMS9nkMaxzoCyzMqyL36dv61HM4YvI+ACucfSrt5p88iyOtleKqOAQYG4B644ziqVzZTfvB9nmMb4xmM0AVdoWTIGAQT+hrJJxGD7VppbzwzKjRsRg5bB9DWYVkWLDI2QOcigCGMYYfWpqjVWD8qakoAKKKKACiiigAooooAKKKKACiiigAozRRQAtFFFABmiiigAooooAKKKKACiiigAooooAevJr1TwKNvhyN8A5lbjHv/npXla16z4BDP4YRRDKw8x+VQkdfWgDrJkSR4GQ7TG4YKOtUrS08pxeQqvmGYlkGMv83IweOgqS5t7wKiw288u11IZo2zgdsge1TWGmz20rSC3nxu3Ntjb5h+XUUAT+GxcNcaXLdQqHYSSebHz5gKttPHfqCODVt4YJbMxvlolJXL5DDI9e3Jp2iaZcI1piKaEIjqdqHa42tjkdAev8qmhhnMItJLWaI42YlRiGHrkevvzQBg38Usc1qzyY8gAeYqjeCeoI7qR+tQ+HrJvOUSZdFkYKgPyjB4PqOvTpWre2M00QSS0nLKdvEbHHJOc4/nWNaaPcQ3AmWK5jkRyy7YnAAJzj/wCtQA/Q5p4tX01Z3k3CWdXRkOQuxsY9Rx179Kdavb3eLieefa6dY3ICYOQQDyARwRWvp8KtrFtcxW7orlnCCNuu1s9uO1UII1njZngeKR0UlpI2GPYAj60AZF9p8SRfaJZCs3nELJGMEqcZz1HocUlhGql7Zl/dJLvhkQLh1bsQOnfrV3VUWW08mO42SDGHCNhvbpWVpd0Ut4wXaMzb2kjuEbaCGwMccZ6igDVtWjHifQJEMvnC9YBiuBjy3H06is6OKFplvABJK0WxiGBzk5zj9Pwq5ZzrN4s8NGDllui0kVvu248tx+GP61Rku4HvIpNyQsCVdHRuCQcnIHA/rQBHqtsTaW727LE6uE2OpIYZ4z/LNZgCSPe29wm1S20KrY2HGMg1f1PU7P7OiC4VlV14Cse/0rI+2Wf2m4Z7gNmXOJAc7R05A7UAbOmYXUoUbO4RzL908nyW/KuckP8AokXyjAiX+Vbmjahaz6tFb28u9ikuAGLZAib24rmH1G08tMXCbQoAUA5HHfj1oAz9we+kVHUsG4x2PvTrctFKCVDq0nz4HI96qCa2XUppi4AbnIHFOtbm3FwGMiqTICM9PSgC3aXd4ba/Y39y5jhUqS2Cp3Af1qh/ad/JHNE+qXIO4gKW7VJZyMLDUz/07/8Asy1khS6SOcllPakBqw6nq5kAGrXQTgZWTGKsfb9UaJ2Os3a4HQy88e9Y9vK6sSo5x3/lVyF3nGduNuQQB1oA3PD19qlxc3C3GozzQ/Y5njPnHAYLkE+4qlbanqk0ULSa7foW+9mYmrfh2F4bud+MNZznBHcrWHZxs0cO04IGcZ64NAG1Ld6qLoD+2NTKryWEx4/CrEN5qsm1zrWojPX99jFYNvLK128e4K3T5ucitP7PLNHtXaWHIIPOc9MUAdD4eur+fXbCCfWL+VPtCmWJpSQVJ6e4qjJeX8od49d1VMOwCecUAG89PUVNoH2hfEGnNKAA06DkdcHpWZIr+YU88BUmkYKDkAljxQBZvL3Vop7fbreqkOD/AMvJ6e2OtSXE2ttiSLXtVZCcMBO3yjsGHr9KxZ0nhjaLjz4syBSeMHnI96vWcs5g8i2lUGRAwMp5Hpn8TQBreFrrU5PEFlZXmo6k/lzASLJcEoynsRWRq2oXyGBo9T1NgzOXZbpiFG49queF47g+LrCediszTL5iseWA459aw3SILJunYvJJIWTPAAJFMAmurwwwzf2pfusr4+aZsqM96rTvdM0jG9ugd3AaUnP61PfI0UMR8wPGT8uOKqzqwQktkbckUAQZkW4VWllc85y/tWc5YAESuf8AgXSr8a7bhCTnrgfgazDQAKzFuWY/U1NUEf8ArKnoAKKKKACiiigAooooAKKKKACiiigAooooAKBRQKAFooooAKKKKAENFBooAKBRRQAtFGaKAHCvTvB12sHh6ANcNEQ7/wARHGa8ySvR/B2nQ3GiLJIG3FmH4ZoA6DUNVJmt0TUrxBuwDDJyPUnnn6Vp6bqMrRpvv52Vvm5kIII/H9DxzWPLpkNrKqxhmLtgjG4jjParGlaLFeBJXnljZgc7MDpwOKAOtsNQSa+t4kupOWLAMSwYbG4POfSs2+1oLbJI2oTRlsbfKlbH489Kl0XREtdTiaSQiTLEfIOCyHIz6VSg0e2eMvIpJUqfugcgY4FAFDUPFjKbcxX88pMnBE7DAxk/hn+dVbDxPf3ipPNezKu47VSdlxk9cemP1qXWvD9pHHHNAFMqNgblyBk9OPx/OqVto/nxQzMksStKY8RfOFA/h9x3/CgDrtD1iCfVbW2hv5ZEMkjOskzMWJUkj14PNVI/EK26JFPqc6hNwEjTNk88Z568/SneHrS1/tS1nj3lZ5ZNjMuMgo3XuOKoT6TCIQqNK0ka7g3BBB4wfagCrrfiieBlZNRvJI2ALPHIdwK/dwAehzg0+08TXbpBJ/adwhZCGjkmORnv/wDWrN1HTkRZti7mi2xhFAHUAnJ71VtLXzHj3GVIzGSVGDznHHrxnI4oA6O08QX954i0y3a+uljN2I5ALg7ZF2t789jVafxXeeWmzU7tVxyFkJP41R0a1MXijRFd8yLfqVfOAylXH4kZ6Vmvaxb3dLq4QEEnco5AJBAHrkigDUvfF+pKkK22sXBclQ4aZhkciqcXizV4TNI+r35haT5GMw2qP51mXkERijw7/LINhIwHH+I54qr5brcXUYAZQx5AA3etAHS6V4g1S51WCFtWmZWEmVWYkMwRiD6j1rG/4SzVmhj3atc5KhipYc/pU+hxGPWbc+WFGJBkKB/yzauWVJDawFlVZDGMgjkUAW4/EmqLeTquoSfNljvwc/pSw+I9SZlaW7xz0IU/+y1jJkX7lcEgd6SIyiWN0TcN/G49D7CgCWyy2n34x/y6n/0Jap25/dXJ4+9ir1qCLW/AH/Lsf/QhVFVPkTMUcHfwdp6YpALE2N27AUcn69qvW8kiSjB4bOTnoPaqcEUjggI/zdjGeavRxTbsLBL7fIaANjQ3LXswDDH2SYkAeqVh2RIigG0Ec856c8VvaFbTC7l2wSgfZJR/q2H8Jx2rKs7G+SKPdY3Jxu4MLev0oAS3YC5JyQGweeme9allIvmvxyG9cj86ofYLlriaM2N2sezKsIWIz6dKu2thNvkVbC4RSAMGFgVJHUcUAaelTg67psZJbN3GqMegOcnj+tYNx9se9cxTR/ebAznGHJ/Cuj0bTby11fTI0sbmSP7VGdzRthOeTms5dKv47yWZdMuSfOdeLd8n5jz054I5oAybi4S4lgnxEsjqTJ8pKjtgntUs04t543kUxAoYmkjPCqff+ta8mg3iSrHHYXJMkR5+ztgn0OB7VFBpWqS2yQy6den5id4t3GR2BGO1AGr4auI73VrVWZJJIJ0LMoGSO34VyixH7SyPGdrs4HQhvmNdfo+j30XiHTpDptw2blN0pgZPLAyMk1hf2XqXmqz6deqm5w2YiB94nIOOO1MDMulAht4QgAByF/HtVS5KMpZACRk/l7Vbu9L1QXinyLp1ReT5Tdc/SqptrtbhmktJ1JHURnrQBVAVp1dTlSDj24rII4z7VqQxXKygSQuBuPO3HaqDxSBBmNvyoAhiOXqeoljZTnaRUtABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABQKKBQAtFFFABRRRQAhooNFABRRRQAUtJS0APWvU/A+f7AhAClt7Yz0615Yn3vavUPDem6lBoVoVtXkDx/aImCNtGSeDigDrLmBXMR3AEHBycfyq5pKRiSXHJhdgrYwSD61mX6amghVdPu3Mjg71iJC4GcHj2p9npesfbBKPPEYlEjwmErvzx1x264oA6KzDPqtq8SsYFmcSjfxko3r6e1ZdzNaB4oHumtZC++M44fAyMj+Id88HitjT7G7Grwt9kKJ0UqpBHB6nHNZc1jLCqq63W6ONlUtGzAkjdxx14oAoX1q01yq7txOSGHXJ4I4PIAHHfNR6DJ8rxIxbEpYq6kEEc5U9CMdc+tM86d/JnngmVFcf8sXVsjrxjj2/Wsm4D3ubaeOW2lMpeK6jgc4QkFkfA4JAAoA7zTSz6nbuZs7mOQ3IYFTiufu7xzF8iRxyRggI7Y3gDJAx3q7oVxHPrFoFDF1YBVEbDOFOe3FYF1fn94DHNgcLiI/njHbJBz14oAj1CQy2ReJ3jZmzgHHGMciqf2uI2dlHMDE77rdnbO0ADO78//rVHqbI0MaRl/MEilysDDoOowOtMhv4zbR+fGzRIjBUKMDxnAxjof5GgDXt3H/CRaTuZEl+2xOFQ8SrhsEe9Z8kglmdJQGRiysu/OG78dR296t6U8D6/pENiij/TIiUWNh0zjGR+dZNzNDIZzPGiytIc7kbKMGxnp1wKAKurJGDHB5jsUcHBweOOM+tZ9pM3m3LtGZCHIdQOlTapcWkxhYO28E8CN+p6np7CqcN3CstyZFIRzuBAOSemelAHRaa6/wBqW2Q3zbsYXgAo3WuVVpxbwBiG+UMvHXoMVtaFfRTa3axx7vMZmHKsMja3tWGL+3FvEkhdXUYK7TxQBUhTF9MRnODwfWnWgzIylsL5mDgc9euaiF9CLqRmkOT3IotLu3Mo+cnL+nvQAW13dGC8ZrudikBZSX6HcKrf2lfvE6nUrg4bGNx5otX3W2ocY/0Y/wDoQqhkhHI/vUgNOC+1Eq2NTu8j0Y8VYiv9QJC/2reg4z/rDWZbTMEOQT7A1YWRi5YLzQBv6TPePc3CzX91KgtpWAeU8ELkEY71l2uo6nLtZtXvxkk8SmrGiuzXlyzBhm0mXGfRayrN5FSMKMnP9aANMX2oRTuDqt+VBxxMc5PSrIu75rgf8TnUQnBbMp+X347VmwvIt25VfnBzxyKsQJMk8jlMhxnaTQBt6XNfSa/p6PqV5LC88aypJMWBBOCPpWRNqGqtqM6Lql9GFmkVU+0MAAGwAOfSrejvKniHTy4wr3UY/wDHqyipfVb0sjlTK4XDcg7jjBoA03vbwXcdums6m3yHOJ2ODjNPhubvAY6vqjLuCjFy2cnispS0dw4jQrIAScNj5qb5tz5UcWGiMYDbwM5A56UAdlopuJNdtBLfX88ZmUFHuWIYdwRXLz3V6rqxvb/ZvZWBuGx944wM8ADit7QHnbXtO85cEyqdx4Nc20UmM+YBumfAA77zTASWWV7jy1uL1QR/HOetV2WRiQ9zcZU4IMp60txG0dxyGB5+X+dU5PN6FgME9TQAIrrdIrO7fNgksTmqEjH+8351ciLi4iBIIz1FUG6UATWltJdPII8sUQyEew607jt07V0/wvghuvHllbXCgwzJJG4PcFCKq+LPDVz4W12fT5kbygxMEmOHTPB+vrTSAwqKXFJSAKKKKACiiigAooooAKKSgGgBaKKKACgUUCgBaKKWgBKKWk70AJRQKWgBKKKKAClpKUUAX9J0641fVbbTrVS01zIIkAGeT/8AW5r2vxLaw6N4hSwjk2pb2MUf3iuNq4z171X+BfhIKZvE10vPzQ2gPrj5nH8s1N8SbG3m8byTebtmitkbYoySCD27/SnYDCvbsG2MZm+4m8BHcE5II70ml6n9i1ZZBNdzadOoAcSs3kyKeVOTxmqyaUlq8auGdJRwwPJyOnX/ADmks9JnKzXcbqHkO8xIQCy91xnknHWgDtNF1MX2qQSGSQx3DsQvmEqygHDdent3rOHiCaER3X9oTtMzKrgSFd6g8hRnG7H8qZ4cjg/ty08maQqjFBE0e0qNpJJPcDI6VzcekfadQS1dYxGsYKSyvhVkJ4+YdyKQG7c+I0lvv3V9etCxLPJ50itGSDlCM/LxtI6ioNO129jRSus30kDMFKGXey8kZJJzg5yR+VcxLZ3ds0UgVpEUtDMwUv8AKR1P09a0LPSd8kM0TIhzlsg84HQj9aAOr0LWhL4jgsHutUR1KyIskzlHyGyPQjvWNe69rUcYeO+vZFXIObnDE7h2HYCl8O2N/B4isRcYWJZyu5G4bg8/Q+tY32abznBAkkUEqrcOVzyw9aALOqeI9UgtvPt9SvmVzvjf7Qw2r029eDxn8auQa9etBCZNXvGR4/3hS5O5T1yKwdVsAnmDfGjqQpCjp8ufyqjNBdWM0JSOAweXhgR1z6UAdroup6jFqun2s2uXV0k95GrFrg/cJPXnrVKTxReCaSFNbuyAzdbo9N3bmqmjafIPFOk3U8ccTm9hG2POAe/41mXen+VJKHETZkYIpHzZJPIzQBoyeLNUKRMNXvQ275lMxGOaYnizVDcTBtbuwC3yr556Vz1wHRLdWKISepToe2agjglluZAHjLA/xDg8UAdhYeIdSutTt7aTVrmSN2IZTKeeDWQvijVXgTfqlwTgZzJk1FokJ/4SO1lKKMuc4P8AskVjxwloEJUc96ALH9t6iLyTbeyjccseDn8xS2+sXxYGW7J+fsFzjP0rNMZ+1EdfWlt4wJSdgJD9PyoAjtsC3v8A/r3P8xVTaPJf13VbtRm2vc8/uf6iqoPyPnPX0pAS2o/dnirKdcggY9arwEmPAzj6Vdhj3LuK854+U0AXdI3G4uBlR/o0oz3ztrKsNygcEjJyR9a2tJidZpzsY4tpein+79KyLa2nEWWt5wFYniI9PTpQBPCRvklJIJbA9xVhZo2gWVnAwc4J564qtHaXUkYWOCduclfLPcfSp20+7IjMdpLggFkaJiGGeg9KANSwRpde00BxgTxuAO/zVSVA2oyHjiVzyP8AaNaPh62uTr8CPYXK7JE2sY2wAD64qJdMvkuZ82V0AZHAbyW4+YkGgCjHse9kIO5ScN6jtV+CPy0BJK7xnAOc/SoP7P1KS6LLa3SEEEk27Hd+lX49Pv1t+bW6ZlwP9S31B6UAWNFATX9OwTjzwMDoPw9655DvkWPadm9yTn/aNdZpVne/2zYP9kuQBMMsYiOPxHFc+um30RBeyugdz5/ct/ePtTAybkM14Dg4A+8OlViWkG/ORjoRWnd2t79uGLO6CFeSYWA/lVGSC7QEG2mAPQiM0AU4+J4x71QYfMfrWikM4nRmikAB7riqLxsDyrflQB1XwxIT4haZzjJYf+OmvVPjbAs/hmzl2jfFPndjnBHNeUfDkMvj7STgj94Rkj2r2b4q25uvCbxqMsFL/lzWkdgPnbFGKAc0VLASig0VIBRRRQAUUUUAJQBRQKAFooooAKKKKADNOHSm04UAFJjmlo70AIKKKKAEPFFDUDpQAVreGtGfxB4gs9LRinnyBWcDO1e5/KsmvRvgzZfaPGnn4DCCAkexJxTjuB9GaNp1tpWlW9haJst7dAka+w/rXmnxIj87xXGmQrfZkAfOOSTwf8a9WgGIwK8q+I9rNN4qSSJJXYWyFAIyyZBPGQPXFW0JHFyypPHJI10jgP8AIVG5NwOM5/h6EVc093iv42a3CoxUK6HOe4z7iobTTLrZKj6ROgm4kAhYiRj1OPerS6NfKieVau58sqyNE6B2AwN3XHpnioGbWluJNdspNxeSSc5iaPaYjghhnuD6iuda2jt4Lq5tbue3EjiOaMFWVSOM4I/wra8P2d2NW0+K5t5820imCQxuTjByDxjI6H1rEns7+MRWstlct5gYSTrCxyd+Tu446YpAMu1nijeVXDsIssjISQrH09VxzVlFhnlSIgYDK+ATxxzgjkVBK92txPusb44+UFbdyCOmV4/OpxbvDPO+25QPGrrstXLK4Uggcfz70AaumuU1uyjLiONpl2KMYbg5GOx9q5a/0tbu5tS08ySRs+2QPnofun2rodES5fV9PWSKfzBMFfNuy5YdSOOhHes6U3qSPGbGcqwLA7HVlYkj05xjIoAyr5WSVWuokJG0O2DyQODnoagj1KCM21zcSDZMgBV1wEcHgjHQkfyqxP8AbZbXbJHel1TGHtm5565Ax+NCbJERbi2kGGDHfbOeOhPT60AXLOUt4o00hpGCXkZyGDJnPY9cc/h0rPvYZTcysLt4s7vlCqw6npmrWiWUNtq2nQWTTNG96jCHy2Kj5s8HHoKr3V5AlzOr7k2M3Bibnk+1AGPdbvMik85BIM8zHKggdMVDas5lmaTarbssAOAfY+lWJ7y086BlDbAdzfI3H0yKqJf2sWVLb97nJKEYFAGzYBF1a1cc75MDHuDWIhHkRjI6dK0tNv7OTV7SGJyzeYNoCn0NYTXcQjVckOvBBXv3oAajA3jZ78DNFoCblc5H7yqpuYvtDOAeOQCOTUtvcoZiSTzICAAcjpQAQ3VyYbpjdSkpFuXLdDkVWbUL0xMGu5Tz0LU21Ytb3vP/ACx/9mFVWfIZfekBoR6hfqi4vrgA/wC1Uy6jqAA/4mN19A9UVkHlrzj2pxm2Lkc4oA3bC8u5prhZL26lUW8jL+8/iA4rNi1DUzCzNqF4B2IlOBzUulzZlutn3BayH8cVQhmYREDuSDzx+VAFr7fqyqX+33m3+HEx/wAatW95fTlQdSuyAPmAmI/CqEM4RON2BnHGRUkcqidZVGWxhh0/yaANnRpbybV7JZNQupYPPTcplb7pOORnpUbT38jzbNVu48SuAnnMBgMcYNRaNIE160ZjgSTIAMd92aiMxja6EbHf58hKkZz8xoAltrq/kVydTvjj/puwznt1qXzdSJwNWvQuMnMzZz271nx3HlQkHJJ7kdKuRStuVgjDBJFAG1o/nS65aCbUL6SIyLlJZyQ6n2rD8+7lkJN9d43PwJjgDJrW0aR21ywyDgzqM/SudDMPNxk/O4/U0wEMssjvm7uenGZTUB3MCBcTsR/00NR72QE8s2evtUT7WQtgg9sUAIpb7WivIzAt3YmoGY5OWbqe9PiGJ4z/ALVQvne31NAHT/D1z/wnukfMT+/7/Q19CeJrOTUbdIEiZhtYHHTkYr53+H3HjzR/+u4/lX1RH1raGwmz5rPwv8ZZ+XRZWHYiROn501vhn4zX/mXrtvddp/rX1CqipAi+lHKK58ov4A8WxnDeHdQ/CLP8jUZ8D+KlHPh7Uf8Avwa+t1GOBkClO7sT+dHIO58iHwZ4mHXQdR/78GpI/A3iqY4j8P6gT7wkfzr62JJP3m/Om5IzzRyIVz5Xj+GPjWQZHh65X3dlX+tS/wDCq/GYGTo7D6yp/jX1AcY6VBJ8yEY60ciC58xH4ZeKu+ngfWQUv/CsfFnbTQf+2q19FzjAz1qNZscHJqvZxC58+r8KPGLDK6WCP+uy/wCNL/wqbxn20jP/AG2T/GvpGB90QxVqMUeziO58x/8ACqPGg/5gx/7/ACf40n/Cq/Gn/QEc/SVP8a+oMe1AA9KlwS2C58vN8K/Gy8/2BOfpIh/rTf8AhWPjUf8AMt3p+mz/AOKr6nUAdqeMUnED5Nk+H/i+LJfw1qIx1/dZ/rWdc+HdatObjSL6L3a3b/CvslCcYBpx5680rAfEslvNH/rIpEx/eUj+dQ5XONw/OvtWa1t5lIlt4XB6h41P9Kyp/DOhztul0ixZvUwL/hRygfH5APQj86bivrKbwH4VlHzaDYjjHyxYqlL8MvCExz/Y8Sf7jEU+UD5ar2r4FWBMOp35HBkSEfgMmutm+EvhYtlLA49A5re8P6Dp/h2A2WnQeTHu3MM5JPrmmo2A6iD7gryD4pXdxZ+MLZ4y3l/ZBvVXxjk817Bbj5RXh3xggnu/GkCREqotYycj0JNKQHLy6jcxI07zXMe85cCdmAGeuB/StJtUvbmzjbT9Sukd1Eq4kYjpyCpPQnrXLRzyI5TY53naAXAO49x60sT3E2f3arFCQkYLlTlTyM/iazGdr4a8Rarqd3ZrMyvC10ElaO4Y7QR057Z/nUUev38jyxvcXkMoDEE3DbWUHgkZ61l+GrSa31+w2/u43u1f73XsVI6fjVB4Ft9S3Sedu3MY3Y85ycjjr60gLU2t3ssnlz6rfxLGqhsXLDOOexq4ms6yupALf3dxZyx5VjKwaJgOj89PeuVDTZk8sq8ZYoVJPPGBmrEYnunHkySgbMEZ7r685yKAOv0bU7q61aw33c7RyS7WUXTsrc4Hf8eaoRarq0V3KW1q8ljLERxSTEFcHsQfwqtocM9t4h0uM27xKZ1zl8jFZ727XBmlUyKwd1XEozwecUAaOpaxqjorQarfIUwxAuHBJ7jOasRa7qcgUy6hfjK4IW6bcK5lhLGxLsQuMq5fqPep4lMgJEWcd/MP86AOo0vVr19QtIW1W8nR5VV2adlJBYcHB6VXufEOoRyyoNVu2WN2G0XDHHNZujwyJrNi5QH/AEqPB35+XPNZdwMzTnyRne/LNjPzGgDSvfFuoRCPydRuyS2dpmPA9KjXxLqTtKP7SuiNw25l7VzrI48veqgkhl7kinbS5dymQW4x0zQB0lrq9/NeW8Ut/OQ77Tl+Tway01jUXUFr+Z854JHr9Kj04KupWpKHPmD8OKy0VNgzu6n+ZoAmbVryO8l/0htrNzkD/CprfUrl5AWmyd4xlRWTgNK/3iKfa5+0RjGRuHH40ARWnFvej/pkB/48KqOPmNW7XJt7v3hH/oQqtICGNICUFQvoenSpI13R5ODk1GOdu4g5HpUikKpC9+RQBpabtUzjAH+iyZ/KqESjyN3fJOPxq3ppO+8LdrZ+n4CqaOFtycHBJHAoAUErMiZXafmx6+1aEHlkYK7SScgn+VUCqtEwCHBGRkcg1dt2JiCMVyvQ+tAGjp0e3U7E4Abzk3Z+tUJW2tcMnXzXyMcj5j3q/phMus2ikSbvPTACn1rPuIJo7uZvImaN3kVsIePmPNAC25gubYmQlREflO3vjirMLlYkMgKqq/wt39ar2sM6bInjkKEZ+VTVv7HPNbyR+VNu++rCM5Bx24oA1dGlzqtgHCKfOU/KcjNc5AxR53JBUu3Xt8xra0ATDU7AfZrjc0yllaIgKcHNZkNpdK7k20y/vGxmI+p9qYGaDv3EEcsSKa6fKTnkGrJhnDyHyZff92f8KieOUjHky/8AfBoAqLjzo+o+aqr/AHj/ALxq35UnnJ+7fGR2qs8bh2GxvvHtQB0HgA48d6Qf+m4r6pjxzXyl4Mmjs/F+l3FwwiiScbnfgAe57V9NjxDokMYabWLBc+twtawdkS0dBHzUg61zS+OfC0ZI/t6xJ9paevjrwyx+XWbQ/wDbUVV0Kx06ilIrCTxl4fYZXV7E/wDbwg/rTv8AhL9CP/MX04fW6U/1ouM1m4NA5rDl8YeH1+9rWm5x/wA/S1Xk8c+G4Vy2uaYOO0+f6UXQWOjKccVXYEEjaTXMSfE/wtEMnXLNh6IGb+lZl38WvC8cjGHVFZj0X7NIRRcLHZPHvHCms6VWViTG2PWuBk+M2nRttjPme4gYVH/wurTud9tI30janzBY9StcCPjP41ejxivJofjRoYIDWtwq98Ia0rf4zeG2wCtwufVT/hRzID0vFNDLu2muKtvit4auWVRcohb/AJ6Sbf51sweLdHuiDDe2zg+k6f40cyA6HbgUi8tjNVV1qxMY/eqf91lb+RqrP4k0u2Y+ZMygd9lK6A3UGBTiK5f/AIT3w5Gcvfqo7kioj8UfByHEmsxIfcH+lJsZ1LocZqAqfUVzUnxR8FsuBrsH4q3+FM/4WN4O/wChgtP/AB7/AApXEzpygI6im7MDqK5d/iT4NTk+ILU/Tcf6VWk+K3guJsf2tv8A9yFz/SmmB2QqvKgM4IyCeuK5Ffi34NY/8hCb/wABn/wq9b/EfwjcsCupkEc/PA6/0p3QHZxDCDivFPisGfxkilR/x6qFbOfXsK9Nh8a+HJmRI9ViLN0wjf4V498QtXGp+NJZdMjuLiBoEjEqRMUBH4VnJjORtIp5reO3kEPnxnzkYnIGCcZ9KdpMc8BkkuYY4mTJYEnbICdxJxyCPUduKSS11XzMQRMoxj5rdwQR0wAKlUa/aW7g2i3EjDG5YnDHPQ9McVIzodFnibxBaIJQ0nnRgjbjPPX2qpLKHkkkjk2IkjAqD8rnJBHseSad4cluJ9T06T+zbq3uROq7XhYAfMM4OM4PvWNf6bdx69OYILmMZZ/nhfYX3H24yM0gIo7ILauckr5u/OPmBz0JBxV63UgbU3KzDLbQN3J7e3Ss77LL9oZlF4kJQOIxE2EOeRnHNW0lmTyyrksgCFntGJxQBp6NF/xN7MurM63KgkuGxg8Gq04ENxMQqR7nYKC2QWPr6VJo6BtfsAImZvOTaVVhubI7EVnz3a297IpicSCRgWER+Ybj196AIr1N58xY/wB04xIqgHbj0p6QQLIoUlQVBKjqB7VUnulkmYkMqFSOVYNwetH29AUXzlWMLtLOpDDnIxQBr2ARdXtE8xi5mQ8/WqN0xiaUgggSMMEZ4LGpNMv7ebVLVEcO7TLj5Dk89uOKpXGpW0dzLGzYIdtw2nIO49aAIWVRcqo/hQ8dKhi4hGPU5pk2oW3m+ZHJjt9081Gt/bLFgs2R3AoAv2n/AB+wN6SDH0rLQkRj6n+dWba8ilvbYI55kGBtNZ4uUjfazHCswI2+9AEIOJJxnvxT7Y4mix98sP51AsyeZK2cg+1SQyDzIQp5DqeB70AEGoSmGctOFYKNo455qF9RuWBBuMgn0H+FUKKQGoNRuhx9s7Z4x/hTl1O87XpGBxyKyaKAOittTmPnGXUDxCxXDgfMMYFVxrd+yE/2hID6bh/hWLRQBurrOoEZbVZhx2lFSf2zegD/AIm1wc9R5w4Nc9RQB1dnrN0uqQJPrMrQeaobdcYUrnnOKjl1u8DOY9ZuVG9gFFxxgEgfpXMUUAdLHrl2yvv1q8Ur0/0j7wpf7YuiVzrd3ggAH7ScA+4rmaKAO1tdVP8Aatl5urTGISjzg95lCPzrMOpzuZCdVuAQ5Cj7RxjJ9652igDZN9Oy86jMW6jM5/xqFrpyP+PyRj3zKazKKALwmPmLuuCV3DOXJqu8jb2w525PeoaKAJPMYjl2/OlXNRVKo4FMAXduHPentkMwPY96VV+deO4pZ123Ei+jEUARfl+VKPoPyoHPanDFACoN0ijA5NNdsHj1qe2QtcxqByWquR8xB9aAE3t0Bo59aNuKXrQA6MMZAOefekLncfmNT2yFrmIZ6tioGA3t9TQAjFuzGk+f+8adil2+1FwCEu0ihiTk9KaQOantoXN3CCpGWqEq3PHSgBuKUKSaAORT0BJ4FACopLquOpxSEkGpoI2N3EMfximPG2Tx3NAEZYnvRlvWgowPIp6ozdqABNzSKuetODHGafbRMbuIf7Qpu0gkY4zRcB4kfH+sYY6YNaFvLKnziaXIOfvGs0JuXHftVmFZc5VxgditAHR6bPI2p20byT/vGwV8w4PX3ot9XuUkkilu7pBw6yGRgD2x7VU0KOQ69YklRiXoAecg1CHLYV5h02lWGfwx3FAGnDqupRoAmrXxHmA8Tt+hz0rUh1rU5490l7eRhCBgXjq3Bx178VyzrLBEwjRflPUfdFWbe4maRWaQFBj+GgDq4dav28TafCdRvfJnmWORWuW2tyMHrUV3ruoQ3M7W+q3LBS8ew3L4Bzx39qxdKlaTXtKJZlKXacMByNw4FVtRkaK8uWRkB+0S5XZgthj+dAGvL4k1Ro3EWq36sMbdlyxz/h9acPEupiWMtqV+gZc7WlYgnoR1/WuX84bDskdiOWyuOKsM8zx7DLkbQy4Q5HOaAOwsNa1CS8t4X1K9dXlRZMztyueg5qpP4k1OKSZBq17Gqs+wCZmGA2MflWRpksv9r2n75tvnRnG3/aFVLjet1dbpJMGaTO1ePvGgDXm8S6skzN/at8RtGB5zfLRP4i1byty6leE4AwshJ461zkszDjzJOfaguSS6ySBvcZoA6XT/ABRe3s0cZuboo0qowZiBtJ5qKXX9RWaVRqE+xXYLlzngkD9Kx9PkxqVv+8dlMyEADjrVe4Ym6mBLEeYxOB2yaANV9d1HzCDfz4IyPmqo2t3+zJu5GLcDcayiV837z9O/eq0uViUhiwHOD0oA3bfVrmW4iU3TEFgCBj1+lVjqV0S2bhjyeoHr9Kp2bIJ7U87t47e9QsAXbkj5m/nQBL9unMshV8ZPdRS297cGdQzqfmH8A9fpVL5vmIIxmpYBiWM55LCgDPooopAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVfhiYopGOQKoV0dnptzJbwMLSYq6AhhGcEYoApJD+8X5e4p1xFi+uAQPvkCtaPS7s7R9jnB3D+A5xT7rR7xdRuj9jnYCViuIycjP0pgYEUXzNk4xxnHSpRbqSCVXrycVeGlagJmIsrnHoYW/wqQaXeAKfsVwcH/nmaAKljAv8AaNvGed0gGaqxw75JF4wGP866LR7C4bULRXtpQd4yGQgj8xWZDp90ssxNrOFDt1jOev0oAz1h2u2QCBwKlCDB3IOnYVbSyuRvH2eYEnvGRwPwp8NpM00iPazH+43lsMZ/CgCKyhEmoW7KCCZRwOhFUmgO4kL/ABsDx710GkaXdDV7OMW8+wyLkNERj1PSq8Wl3yz7TZ3P+sY8xN6/SgDHW3zIRsx7jmnx27jqmfatUadeCVybC4weOI2qzDplxjiyuW3HGBG3X16UAZdjGW1CCMryZPkP94f41X8jK5I+XcwHPfNdZYaNctqNsTaTDEqjd5ZAHPrWTHot+uAdPuSDIxJ8sggZ47UAZDW379fkwV65qSG25ccZB9OtaR0y/W6LiwuWABz+7bn9KkGn3PmbjZXIZuCDGeP0oAp29v8A6ZACP4x/OqzRgxscfxN/Ouh0/T7k6nbg2suPNT70TDvVP+zbrEoa1mUrK3WM8/MaAMby/nUY+vHeplhJbAXvzV02F0bggRSBsZyUPH6U9bCfcMRS9s4B7HI7UAQW9ti8h4OS4Aqv5IIPb5iOfrW/YWFzJe2f7mTJlGcocdapyafNzm3mDKSNpjb1PtQBmC3UmMEAZH5Gr1qrBijIBIRkFe4+nrVn+zrhmjb7PN90/wDLM/4VchsJGiYSW0x6gFUII/SgB2kxyNq1kyp8omAbP4//AFqrrAjQrIyoAMg5UHP09DWvo1pcHVLXZbzYMo4ZCD/KqJhkETI8MiMAR80Tdj9OaAMeSH9yypLMsRJBTaDx65Panw2U73EAc7lAOcHGfSpX+0S24ElvKHL55jICgf41IihePMKEg8HPyk/WgC9pUwfWrR2j2EOiD5QMKGBGR61XvG8u5ust8jSOzblA2/MRmn6fJnU7NQ6sTcIoZlOcbhTb26Ed1dxMq4WaUlX/AN8n/IoAy5o1ZcjazByF285HrViNXyuxsHHRgcEd6p4gWLbuRctyOeB61Yju4FyDMgweu6gDSsiI72DO0nzUwR7sP0qrMX+0SsrDHmOGBH+0aS2u7Z7+3WKVWYyrgA85yKhnlSO7uAzN/rX+U9jk0AUJQzMw3K3PTOMCpYmGzp93jK/0qCRz5jMo+bIGQvbv2pWm2noD7qDzQBaslVbm3C5wsijkY70yUDz5QevmEj8zRbSh7uAAtuLjAweeajnnUTShlIIkYZ2+5oAgcZZ29BgVB5ZkiKeq8H3p8koKscHn2NNDgjlWz/umgBbUeW1vuGGVh/OomA3v6b2/nU8TEzRqof7w6qfWonBEkgKsMO38J9aAKo6OPQ0+DK3EJ+XG8dRTQGy+EfB/2TUsAYNHlWHI6qfWgD//2Q==", 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