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.
001300
Men Tshirts
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", "path": "001300.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.
001301
Men Tshirts
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xT5U2ebOyk0j36iiimSFFFFABRRRQAUUUUAFFFFACVy/jiI/2TDdKObeYEn0BBH88V1FVNRsY9S0+4s5SQkyFCR1Ge9Jq6HF2dzhdM1KO6BjDEyjPFcjrOo62l/MXlNrbFsK5QkL+VFq89h4iawmBS4gykhzxkHr+I5/GuzghSWKUOfNEh5Vh0FcbXKz1VJSSOG+yadfXEm+e4u52C4CqQRx/WlHh6wFvIn2S9kkfJO7I2j8q3bywjgmxuaJxykyHBrPmjd42WbUZ3jOMqZD8w9DVJtnQqUWtDjtRstKtpzCkNz5ijDLEwJyffpWr4e03UdLuluJ3kW2K7mV2zt9jWxY6XFLMrpCqRJgomOp9a0NalWCylQEFgACKiUr6GcoRT0Oen1UX2pSx7v3f8JzXrHgO2eHw1FNJ964dpOn8PRf0H614f4etJdZ1230u1BDXEuWbH3FHVvwFfSVvBHa20VvEu2OJAij0AGBXTSjY8/ETvoT0UUVqcoUUUUAFFFFABRRRQAUUUUAJmvMvilGUu9MnU4JV0Pvgg13mqaommxA+W0sjAkIvHA6mvJPGWvy69LFG8aIsOSgXOefWuWvWgvc6nRh4Ny5uhXspVRwd3XqPauhMrfZldCcVxenymXMchIlA/A11VhJviWI8kcE1ycx32Ib7Wra2GHtrl39oyQfxrNk12WXaDokzrncgaA8fjXQz2chjJVc+1Y015c2T+Uts7HoDjpWsWrG1N00tUJHrV35uJNGl39flAGP1qw1xLcu0jxGFVH3WbJqxZW13dRiSZNgPQVFqQ8tBboP3j8fUmkzOo4t3QeEbGTUvFNsy5MMLea/HAA/xOK9jrF8O6FDoOmrAmGmb5ppMfeb/AAFbddtOPKjyqs+eVwooorQzCiiigAooooAKKKKACiiigAooooAKz9Y0yHWdIurCf/VzxlCfQ9j+BrQooA+X7jTrjQdYu9LvMCaB8Fh0I7EexFXLGJ5bkE3DNGP4S2BXa/F7wvcPLb69p9sZAqlLvYuSAPuuf5E/SvNbLURFHnI3fWuepF3OulPQ9GPlrZlVK52461zUg2Ssob5x1FZj+I2CCPcMAdRVRb261KdREwWP+KQ+ntWLi0a+0uzUmmd8RR/M+fyrS02xEcm9uXPJNQWUEcCYHzHuzdTWxZj51rKUikr6s1rZdsWK5H4g64tjp66dA/8ApNyPmIPKR/8A1+ldDq2s2uh6VJd3BztGEQHl27AV4rf30+qahNfXTZllbJ9B6AewrTD0eeXM9kTiKvLHlW5WUAU5ZAvINRFuaYW5r1Dzj3T4d/FnT7TSYNK8RXUsckZKxXTgshTsrHqCPU8Yr2O1ure9tkuLWeOeCQZSSNgysPYividJSsgrpvDfjDWvCs4fS72SOEnL27HdE591PH4jmocRn11RXl3hj4zaXqapFrEX2GU8GZctET791/Ue9elwXEV1Ck9vKksTjKujBlYexFTYCaiiigAooooAKKKKAEooqC7vILG2kuLmVIoYxud3OABQCV9Eeb/EDw/Lc6m2raaP9OhwHjH/AC2XH/oQ7VW8Ja5BfQsjSjenLowwV+ua6p7yHU3S9gJaGdQ6EjBK44OK47xN4Vd7iTVNJfyL1h+8X+CYejen1rkk05HpQTUUmaus6RBrMJCzPG3XchrjG+HUkFx5smqTOvXaCeP1rLuPFGraWWhvraeMhgOBlSMc9KW5+ISyQqy7vOByqjgfj60JW0RbZ2to1pplqFRmZgMFm7GuP8QalJLKYLdmeaY4RBzkn+lY1pq2u6tIyW0LMW6yMNqrXZeHvDv9n5ubqT7ReP1kI+6PQe1JpRGnzbG38NtBj0m7SaUB72bPmP8A3Rj7or1evNY9Rk0i0u9RiRZJLaF5VRuAcDODiuk8H+MrHxdp3nQDyriPAmhY5K+4Pce9bUpXVjkxFKXxpaHT0UUVscgUUUUAFFFFABRRRQAUUUGgDnPELqt/agnko2PzFeeeIfDr2t++pW2WglUCSP8A55n1Hsa7HXS95qDTRk7Yf3a/h1NOtytxb7HAPGCDXzuJrpV20ehRuoo8tkth1HB7EVcsL94nUSDBU/e7fjWxr2hPY7ri3BMBOSP7tc50NdMJqaujpvc7iz1WKTrgcc1ZN3C3OAfpXEWrMjgq2PbtWirSN/Hg+tap2IaN261GOJGbgfjXJvqX2vWbe4wTFFKrkZxuwc4qa9SRo8NISD1AFYt8xs7CaVAAY1yKfN1QrH0DZXsN/aR3MDbo3GR6j2PvVrvXnHgLXN0Me5v3Fxj/AIC/+eK9HFdWHre1jfr1POqQ5HYWiiiukzCiiigAooooAKKKKACiiigAooooAKKKKAEIBGDXNXPw/wDC17cS3E+jW5llbc5XK5P0BxXTV4r8S/jCtk8ug+Gpg13nZcXy4Kxeqp6t79vr0AOZ+NmoaPYXdnoGjWVrDLaIDcTRKNy8fLHn6HJ+orC0e8W6sIJ0AXK4YDsR1rhdRmeaVpHZmZjksxyT7k9zXTeESTppU95GIrCurRN6Luzr4bkjHJNan9qQWFm1zPIFVe/9K5qa5W2QszBQvJJrldW1iXUpgoY+Qn3V9feuenRdR+R0zqKC8yXX9euNdvzPKSsKZEUfZR6/WsgyZ4FNLUwnmvTjFRVkcEpOTux+73phbnFFNP3qZIp++KtIRtxVanqaQy3G7RtlWIPtXX+E/HOq+GrhWspi0BOZLSQ5jf6DsfcVxStUyNjBFNCPrPwp4x03xbYefZsY50H762cjfGf6j3ro6+Q9F1m90q+jvLG4eC5j+66n9CO49q988D/Ee28RmPT7/bb6ljC44SYjrj0Pt+VQ42C56BRRRUjCiio5ZUijZ5HVFUZJY4A/GgB341438Wdemmvf7KhciGBQXAPDSHpn6ZFdV4k+IFrZxm30iVLm6Y7TIOUj9/c/pXkevTS39zPNNI0ksnzMx6k1yV6q+FH0WT5bUcvbVFZJO1+57FpMAttJs7dTuEUCJn1wBV2SIOnIrM0C5W60q2lDZDxqc/hW0AMVKVzjqXUnfcw7ixjk4ZQfqKyptEs4iXW2iDdc7BnP5V1LxYaqVzb5FSxxdzm47UKQAAB2ArQji2rUy2v7zkVPJEFWkkVKXQw9WlEel3qn7rwup+hBrgPhlrTaN4itJnYrBKPKl/3T3/A4NdP42vhaaQ8KtiW4/dp+PU/lXntkfs7qV4x0pSly2Z6mBwvtoSUtnofV8ciSoHQhlIyCDkGn188aR481Tw60jWpWeJsFreUnYT6j0P0r1Dwx8TNG8QlLeU/Yb08eVM3ysf8AZbofocGuynWjM8TGZXWwzel490dzRRkUVqeaFFFFABRRUU08dvGXkYKoqW0ldgOeRY0LuQqgZJNYt3qzTZjt8qnQsep+lVry7lvX5ysQ+6n9TUSr1rx8XjnK8Ke3c6qdHrIggUoWhfnHKn1FMaJoJNydKuFQQPUcg08KHXnrXkO73OlMhOyeIo4BBGCDXB+JNDfT3NxAn+jnqB/D/wDWrvWhIOUNMkjS5haKVchgQQa1pVZU3cpM8ohlPUGr8Vy2RzxVvWvCV1p4e400maEcmAj5lHse9YVjdieVoypVh6ivVp1IzV0UbbMJlxWXr1sJNKuI4+GaMgfWtCL5Rk8Cq+qFXRIz0dTn6GqegJEfw6uGeza0lzuj45r2XTdWhkt44p5lWcDGGON3vXlXhawXyILwACTmOX3KnGfxrr72IPCpOOK4aWJdGq2upjWpKZ3gINLXntrfXlmf3NxIo/u5yPyNa9v4muVwJ4Ek91O016dPMKcvi0OSVCS2OroqnYajBfxlojhh95D1FXK7YyUleL0MmmtGLRRRViCiiigAooooAKKKKACo3dY0Z3YKijJYnAA9aHkSKNpJGCooJZmOAAOpNfOXxQ+Kk2utNpGjztHpSna8i8Ncn+ieg796EgNP4q/GBZo5tB8Mzny2ylzfxn7w7pGfT1b8vWvFrKPdIZG4VagX94/PNWmlW3hx1Y9BVJagxLmIzABMZzzmujsb6z0vT4Cp3HH3B1J71zlvIxTewGSelSs2RyowelTOCluVGTjsWtQ1OfUJCXwseeEB4FU6gfeh+U8U0TvkLtyTVq0VZEttu7LBNMprF/7o/OnDOOaq4h3Wm9TmgnAoIwAKAFHWpBTI+WNPJoAcDUy1EvrUi0ATKSOhxWha3To6uGZXUgqynBBHQg9iKzRVywtLi8lMdvGXI5Y9Ao9SegpvzCMXJ2R9K/DvxgvijSPKuXH9pWoAnGMeYOzge/f3rrLm8t7OFpbmeOGNeruwAr5v8NyXXhbUBqFveBrkKV2IMx4I5Bz9717dBVjVNZ1DV5/NvrqSduwY8D6DoK4quIhDRanu4PIsRW1n7q89/uPStd+KVrbbodHh+0yDjzpMrGPoOp/SvONW8R6prD7r68klGciMfKi/RRxWWc+tMauKdec9z6nCZThsNqo3fdk8D4ZTUkzBmqvEeAfQ05ic1gelY7bwPrIhRtNlb7p3Re4PUfhXocEqyJlSCK8GW7Nmy3CyGN0OQR6/1rsNL8e+Xa5urKQS9tjAZHqc9K6adSysz5rMcsnKo50Ve56VIcmq0vPFYVj4hi1WyFxGTG2SChIyMVfgvllwrEbq0vc8WVKdNuMlqi0keWzVLU7yGyhaSVtqgVdmmENs0noM15j4l1lriRlL59gelJuyNsNh5V5qMTB17UH1bUWnk4RBtjXsBWQT81TSvnOKjSPJya527u59dSoqlBQj0I3zsY03b824VYkTCD3OKYo4oTKcdTqdC8da9o4VIb1pYV4EVx8649OeR+Br0fRPitpt2Vh1WFrGQ/8ALUHfEfx6j8a8VjFTD9PStYV5xODE5Phq6vy2fdH1DbXUF3Cs1tNHNG4yrxsGB/EVOc180aTrWp6Jcedpt3JAc/MoOVb6g8GvRdF+LETBYtZtWR8f6yDkH6qen4V1QxEJb6HzWKyPEUtYe8vLf7j0q7u47SLe/JPCqOpNc7c3Ml1KHl5I+6B0WoItUi1dftkM6zK3ClTwnt7GpY0y3NeXi8VKcuVaI4YUeT4tx6LxT8U4CjFcBqhuKOV5HWlxRUtDJFIZMim+WM5phyrbl/4EPUf40nnS4OICPTc4FKwBIFxz0rAu9I07ULhnWEeYPvTJwR7Z71Nd2Oq3s4828ijt88wxKeR7k9a0o4BHAI0AAA6Cpc5x1iWmcJr9idN4UkxuuVP9KypMzm3ccgwj+dej3+mRajZtBMBn+Bv7prhl02W3aKGQbXhd42/OvToVnUh725pB3NnwurGxWRo8Zdl47gHritbV72Kwto5JlcRM20yBchD2z6Cm6BAP7OiwCACTx65rP8QiXV5/sMEpWCI/Pj+Nv/rV50/4jZLL6bZEDKQQRkEd6kVKzdI0i4sApa7kMYGPK/hrXAoIYQySW8qyxMVdehFdTpmqx36bGwk4HKevuK5c01S8TiSNirqcgjtXZhcVKk7dDGpTU/U7yis/S9QW+tskjzE4cf1rQr34SU4qSOJpp2YtFFFWIKKKKACiiigDzD43eIX0fwalhC5SbUpfKJBwfLUbn/Pgfia+Yp2LN1r279oe5DalodqHyUgllKem5lAP6H8q8PxubFNAOiU8mkZQzljmp9vlr9KZiqAkQbUApzMW44/LrR2pgPzUAEhGKZGo35xSsctThwKAHHk4paQUtNAN6viiU4pU+9TZutNiHxYERbvTQctikyViQeozTlHzKO55oQFjGMCnLTW61veHNMguWku7pd8MJCrGejtjPPsOOO+RUykoLmZrQoTr1FThuxuk6I14ouLktFa9iB80n+77e9dGpSKFYII1ihXoi/zPqfc06WRpXJY+2OwFMxXlVsRKo7dD73LsopYSPM9Z9/8AIKYetOxQRmuc9cbTSKfikpAR+YsYw2ck8ADJoeeQqRFDz6ucfoKlxSYxTQrXM+K3kefzLl98in5cfdA9hVpm24wGOTjCjOKkK96Y6kDcOop3TepKhypqJPY6rJa72QttDYYdPxxXofh+b7ZEspboMkmvNkCNEQoAz1qw2vTWWhtZQsVeX5XbuF9PxrWErLU8bH4CVScZR67mx4v8by3UhsdOkeO1QlWkU4Mp/wAK4MvK8m6ORg3cnkfjUiwvMdxzt7VajtwtTKV2ddDCqnHlhohkUzniWEj/AGl5H5VbWSEj74H14pVXHalxUNndGDWlyCRleZFUggAnikUYOKnIGajK4fNCE4jlwKkI4qNhjBqReVpFrsOHIpORRHyCKUjBoE1dFzTtVu9Mn861meNu+DwfqO9emeGPFcOsIILjbFdjgDPEn09/avJiKIbh4ZldGKlDkEHvROCmrM8zG4CnXj2fc+ghS1y/hHxINXtRBcMPtSDr3cf411BNcM4ODsz5GtSlRm4T3QUlFFQZhSEUtFKwyMik6U81GRSaAcOaxNdtdrpcqOpw317GtoHBpt3CLi1kjP8AEpx7HtTpz9nLmKi7MyEu/wCzvDiTJ/rGXCA92P8AnNZ+k2rxDe5JYnJJ6mtCazaWGxhfAEMYYjtnpVqOJVUY7Vm5c0mymwHSlI4qTFIRVohkXSmv2p7CmOflzTEW9BmMerhBwsilT+FdjXD2J2atasO8g/Wu3r3Mvlem12OOurSFooor0DEKKKKACiiigD5m+PVwZfHixkgiGzjQAdslm/rXl9ugJLEdK9F+OCMPiTd8ffihI9/kx/SuCCeUgXv1P1qkK5HIeKYvUfnTnpIx8xPtVWGPcgIfWo6c3JoxSsAlOpKdTAUUUUooQhQMc1HP0BqVh8vFMI3jaaYER58n0xUkZ3TEjtTBxHz1XIpYDiNm9TSAnyS3HJ7AV6JHZLpumWtoMbkGZCO7nkn+n4Vxvhq0+267boceXGTM+fRef54rtrqTeTnqcmuLGz0UT6jhzDJzlWfTRfqQUZpufmxS55xXmn2Q6m0tL1oAbSEU6koAQGjik70uKAA9KQjII9acaaeOaAKYfypyvaoVja5lMr/dqzLEGdm7dCfQUyFhNwn3F/WqM3a9mx21eAo4FPApduDS4pF2ExSEUuKMUDExTWXmn0hoEw27kx3pkZIOO4qRTimSDY4bsaBeYudkoPY1McMvvUDjdFkdV5p0Um4UwXYVjtQk9qhX7mT35pbpsYX1pehA9BTRnLVmho2oy6dfRTRNhkYEV7dZ3cd7ZxXMR+SRQw9vavAAcHNeqeANRNxpktqzZaFty/Q//XrKvG8L9j5/OMOpRVVdDss0Gmg0uecVwnzg6iig0ANNMNSU0igoZTlYYwaQim96zkgINouG3YI25Uj0INOEYUYpI08q5nx92QiT8eh/pUriop7FSIivvTSKeeaQjitSSJxUD/dIqw1V5OAapAOsCX1WyXHPmD9K7uuI0FRJrcWRnarNj8K7evay6Nqbfmcld+8LRRRXomAUUUUAFFFFAHzr8d9PMfjWyvDnZNZjH1ViD/MV5TIfmNe1fH5f+JnoresEw/8AHlrxNzzVpaCZG9C8LQ3Q0qDimAg60tN6MRTqAClpKWgB1KKQU6mAtRuCpDDt1qSk4oAhkKshZe9Ro2IVHc0+RdoPpioFbOF9KAO38EwgQ6hdEchUiU49Tk/yFbMpyAfQms7wl8vhydv79yf0Uf41eckhhXkYp3qs+/yKmo4OL73f4jHba6t2PFPz8/FQSndCSOSvNSK4x5h6bc5rnPaTJh0oqNCWGT3qUUigpKdikIoAbiilIoxQAmaY/wB0049KawypoEytcKZbR0DYLDGcVHZWptgxZ87hge1WFXKD6VIANuMVV9LEezi5Kb3QgHFBFAGBilqTQTFGKXFFADSKaRT6aetAhtKcSKVNBphOKYmRmV4ztIzikRgkgx908ilc7x/tVWWTLFO6kMP61SMnKzRPcMGugmOgFSAgs57ZxVYtm9kY87ef6VZQYRR36mnYmLu2BFdh8P7vydbEJPEiMv8AX+lcgRitjwtMYPEFow7SD9aTV00cmNp81GS8j2gGpE5Garqcnipw46CvJTPimPzQaQH1oNWIKaeadSUDQw9abTjTT1pMBD82PYGkDBlozg0gfrms7WGNpD0pxYGmmmgI2qvL901Zaq0v3TVoDS8MQ7tQuJiOFjCj6k//AFq6uua8Kt+9u1/3T/Oulr6LB/wkcNX4mLRRRXUZhRRRQAUUUUAeNfH6z3aXo97kYjlkiPr8ygj/ANBrwByM9a+i/j8ceEdPHrej/wBAavnF/vGqTEwbpQCKQ8ikqrgPxzS00HNLQAtLSU4UAOUUtAFLimgEyRzSHDGnYYdKTD+goAhk3KpyMiqqcOT7VccyYIKjFU24bpipYHoPhUEeEy+Ot0/8lq83I3CqvhQZ8Iqp/inkYf8Ajv8AhVkdwa8jEfxGfomTK2DgVywjkI7NyKjaQPDsXjDYI9Kmnj3oQOD1FU+rbwMH7rCskj0pNo1VHFOFRxtuQGng1Joh1LSA0uaQxppKcaaaYDTSGnU1jmgBg6YpwpveloEFLRRQMKKWkNACUhxQTTSaBCGomOKeWqCRqaM5MjduarPJtu437FGzUrHJqjdv8yRjq5xn0HetIo4687RuW7bL8nrI24+yitJB1c9AOKp2ceV3YwTgAei9hVxxkCNfqaT3OikmopsZ/Dk96t6TJ5WpwN6OD+tVXI3YHRafatsuUb0NCMa6vFo9sjulJIH/AOs+lXI5PXrXP2U6vBEy4+ZQR7cVqxSZryLWk0fEzVpWNINmnVXR6lDVRkPpKM0lAA3So2p5qNqBjGNMyfWnMetRZqWMfR2pm40u6gBGNVpjgGp3bAqnM/OKaA2/CfNxdH/ZX+Zrqa5fwipxdyY4LKtdRX0mEVqMThq/ExaKKK6TMKKKKACiiigDh/ip4Yk8T+C54rZS13aMLmFR/GVByv4gn8QK+UG+8a+5iARg8g18W+JbWOy8UapbQjEUV3KqD0G44ppiZlHpSUr8NSVQCrTqatOpgFLmgjjIpF560ASBuKWmFSKXdimA75u1HzUgkI7Uu9j2xQA1y2Kpy5zVxy2Kpy5Byalgek+HlEPhTTxjBYO598uefyqVxhjin2cZt9D02FuqWyZ/EZ/rTW5H0rxqzvNn6XlsOTDQXkiI9apXiFCZE9PmH9avsKqXB+X37VCOyaugsbkSDHocGr+awLUlL5FQfLKef9kjrW8DSkrMmjPmTv0HZpd1R5oBqTW5JmkNIDkUGmA05pDS03NAMSlpKWgQtLTc0ZoGOppPrQTTWNAxGNRlqcTUbGmZsRmqu7Zp7moGNNGU5DHNZiSma6JYYC5UA/rWk/3ayASmoOvqQa2prc87FSalHtc6W2OUzVj7oLVWtTlBVhuQBWPU9SPwoiPypnuaSM7ZAae/JxUWcGmjGZ6boFz52kwHbkqCpP8An61vQSk8VxPgy4eRZ7bBKgbx7V1iSbGxmvOxEeWo/M+Px1L2deS+f3mvG/vVhX96zYpRjrVlJazucZdDe9LuHrVUS0ebTEWSw9ajY0wOTSE5FADWamZoIpKBoXNITRTTSAZI+BWfPKd1XZOlZ8wO4n05NVFXYHZ+FFUaQWA5aVtxre71geEXjk0JJI23B5HJPuDj+lb/AHr6WgrU4+hwT+Ji0UUVsQFFFFABRRRQAV8nfFXR49H+IWpQwtmOVxcAf3d43EfnmvrGvnX466JNB4qg1YKWgvLcKW/uunBHtwR+tAHkL/epKVuTSDmqEKtONItOI4qgHgZWmHg09DSuuaAFUhhRsFRj5TUqsDQAm2lp3FJQAxqgWA3NzFADgyuqAntk4/rVkgGrGiRh/EemowyDcpx+NKWxcFeSR6Feqsb+XGMJGNi/QcD+VU6tXSszMevNVBXht3Z+o0kowUV0Gnp71RujgGrshwKzbx/lNESpvQi0795qDH+6pP49K2+1Y2ijNxO3oFFbWadTczw2sG/MZQDQTmgCszoHqc0MaBwKjZqYC55oxSqOM0EUCEooooGKaaTS0wmgQp5FMJIp2aY/SmDGkmomang1G4I5oM2yNjUZHFScHrTGGKoyepGw4rJu12X8Tj+IYrXasvUeHhb0fFa03qcOLXuX7NG5ZnKCrZxjniqFif3Y5q7x+NZPc9Gm7wTGFvb8aZ9eae1S2tlc3r7LaFpPcDgfjTSMak4xV5OyNzwlf/Y9VjJxhsqc+9ejNMzfetlJ+lcn4Y8Mw292kl8fMkA3BAflB9/Wu3Yx9a48Wlddz5XMa0KlW8OxREh7Q7acpc9jVvKn7oP5U7y2PQCuQ4LkCB6sIh705YscmnhaYgVaXFOAoIpiIyKYRUrDimEUDIzTGp57000AQv0rJ1g+XplwfUBfzNbDCsjXzt0mQ4/iX+dbYdXmhM7PwNEYvCdnkYLF2/NjXR96zPD9t9l8P2EHdYFz+Iz/AFrTr6WOiPPk7tsWiiimIKKKKACiiigAryf46gDwzayYGdzrnvyBXrFeRfHyVV8M2EeRl5m4z2wKBx3PnQ0Dig0uKskFqTtTAMU8UwGjiplORURFOU0AOZRTcYNPJpKADJpQaT60mc8UAKzA8Cn6fdCx1azun+7DMjt9Aef0pm0DmopRkGkyou0rnql1hXfacqTwR3FUTjGcV1Nl4YbU/CmlXFq6rdGzj3o3R/l7Hsa5y9sbvT3Md3byREd2Xg/Q9K8WcHFs/RMFjqdamnf3uqKUhOD3+tZd0eDxWi7cdQazbrlTSjuddWa5R2i8Sz8ddtbFZWiwSKks5UiNn2BvUgZ/rWt0pVPiHhWnT/rzExSgUZpag6RCeKiHLU9zjpSIM80xMcBikp5plACGigmgUCDtTDUh6VGaAYlIRxRmjqKBFduGpfvLTpBkE1ErY4qiOo1vlNMY1Mw3CoG60zOWgxqpXttLdJshQsy5fAHYDJP5VdPNdP4BtvN8QmYjIhgc+3OB/WtKfxHBjZWoyZy+nBmVVUFiegAzmuq0/wAK6zqGClo0UZ/jm+Qf4mt/TIYrLxPfxrGi/viwwvrz/Wu9ifcg5q/Zq550s0nCCUEcfYeALK2Ae/ma5k/uj5U/xNar28VrGIo41RB0CjAral71l3mSBxTslseZPEVKrvN3IdMBbUNo/umtzYF6rWFpj+XqQb/ZIroBMpPSvNxi99ehzz+IYrKOg/Sng5pcgjoKMVxkBSgUgp4FMAxSEc06kIzTEMIphFSkUw0AQNxUdSvxUVAwI4rH8RDGiTt/dKn9a2cVl6/j+xLvIz8mf1Fb4f40JnoWkyifSLKRTkNAh/QVdrl/AF79r8JWwJy0DNCfwPH6EV1HevpFsefJWk0LRRRTEFFFFABRRRQAleFfHy9WSS0tAP8AUoGJ92P+Ar3Ung18wfEvUhqupX92n+ra4wnOflXgH9KluzSKirps83J5FOxTcc081qQGKcKbTu1MAPNKOKSjNACk5pc4FJTcc0AOHJp4pqjmnCgBT0qB+c1Ix7U1uFPrihgfSXhTK+FtIB6i0j/9BFdCAsi4dVdfRhmsLQovI0TT4ecx20anPrtFbSOAnWvNk7yZ60PhRk6poukSgtJp1uW9QgH8q848Q6bZW+8wwKn0r0y/fKGvOvED+Y5QdTxUtI78PUns3oEWmrB8PLO524aS/fB9tn/1qyCK9A8RaedP+GmhwkYIlDt9WVjXAmsq6tI93Jp89Fvzf5jQOadSChjgVgewRNy1SKMLUa8tUtMEBpp6U6kNIBh60Cg9aBTAU9KiYVKelRtQJjaKKSgQjDIquw2tVk1DKO9UiJDc8VE4yacDio2NMzkMxXf/AA9twlpe3RHLusY+gGf61wij5TXofhBDa+HkY8GaRpPw6D+VaQ3PIzSVqNu7Jb1TD4o80dJo1P4jiuxspA8I+lcfqjbpoJh1jbB+h/8A1V0mlylogecYrY8F6wRpOcg1mXmccVoMflzVC5BKtihmcSlYOP7SjB7nFdDswa5W2fbqMYPUtXYYB5FedjV8L9SZ7jAMU8UmKUCuIgXFOFIKWgAoopDQICajY0pqNzQBE5pgoYnNJmgBS2BWL4hlxotx/tYX9RWrIeKwPErkWUKD+KTP5D/69dGGV5h1NT4YX4juLzTnP+sAlT6jg/pj8q9Mrw3w7eNp+v2VyDgCQBvdTwf517lXv0ZXicuIjad+4tFFFamAUUUUAFFFFAGF4u1X+yPDF7dqf3nl7I/95uB/PP4V8w6+xOnkdfmFe9/Fm5MXhu2hH/LW5GefRT/jXgWtHdYP7EVjJ/vEjogv3TZyuOacaQDmlNdJzBS0lLimAtFFFABilxRRQAopWPHFN3YFAHOaAFHAJNTWdsbq9t7cAkyyqmB15IFRd810/gCw+3+LrVmGUtg07fgOP1IpSdlcqKu0j3e2QKNqfdUbQPpTpp9jYNJbDy48/n71ia3eGB8g8Z6ivNPZiruxavp8xZzxXFJF/aXiK3t+oeQDB+tdLJKZ7LcvORWT4RgM3jm1Uj7smTx6Uoq7sb35ISfkdn8UtsWhafbqMDzuB9F/+vXkjda9a+LIJ0zT27Cdh/47XknfFRivjPc4e/3NPzY4fdpj9KcTjApprnPcBBT6aOBSg0hgelJTj0ppoENPWgUGkFMBajNSVGetAmJSE5NFMY4NMgdmmScilzQwyKAvoVW4zTc5OKJOHNNB5qznb1JYkaQmNRljwMeua9JixaW8VqOkKBAB3xXEeHI1fxDaK4ypfOPoM/0r0rQLEXvii0RxlBIZGB77Rn+eK1prp3Pn84q2ko9lc6I+FAvhC7SVQb6VBKT/AHSvIUfr+dcxol1mIDPtXrmARg85rxh4203XL205AimYD6Z4/TFdVWKSVjw8JNz5k/U6cyFh1prxjYTmqFtcs8gB5Faa4ZcdjWO50NWOfnXyLxG7bq6mKXKiud1WA4LAdOa1LCQy2cUnfGD9RXHjF7ifmRU6M1g3FLkVBFIOhqfHpXmmY4GjFAzS80ANxQRTqa1AhhFRvUjGomNAEDjmmnpT2FMPSgCNxxXOeJeXtU9mP8q6Nq5rX2zqUS/3Y/5muvCr3hx3MiMbJVI6g5r3i1bfbRP/AHkB/SvDWXHNe16U/maRZv6wp/IV7FDqY4roXaKKK6TjCiiigAooooA8j+MF1m+060yDsiaQj0ycD+RryHU1DWUo7AZr0b4pTeb4ulT/AJ5Qxr+mf6153eDMMg9jXM3+8O2K/dWOSHBpCacRhsUw12HCOp1RU/NNAOxRijNGaACjNFFACgU8CmiloAK9P+FFmotNRvWB3PIkI+gG4/qRXmB6V7J8OI1j8IQsODJPIze/OB/KsaztA3wyvUR3scgMeOK5XXss3PQnnNb4fHAPWsPV/nBzzzXEj14LW4y1uFtNDLuAzBjGgPf3qDwE5fxqrPyzMTn8KoyzN5Sx9VU5UHsTWl4GQP4vtmXsST+VVH4kXWVqUmdf8U4t/hqGTHMdyvPpkEf4V48Bk19AeLtL/tfw1eWy/wCs2b4/95eRXgDcA8Y9qjFx9656vDdVSw8qfVP8yM8mm96dSDrXIfSC0opOKUfSkMU008CnU1utAhppKDxSZpgKajJp56VG1BLAdKjfpTxzSPTJZGpp/aoc81KpyKCUyrMvzVDyDVqYd6gIzVIwktTovB0BudftmGcRbmb6Y4/WvVfC9uT4oVgOEicn2zgV5X4Juvs3iOJDwJ0aP8eo/UV7L4VCjVrg/wARhGPzroo/Ej5jOm+d+h2FeT+J1EXje72j721vxKivWe9eU+Lcr4xuc+iEH/gIrrrfCeLgv4nyHwoAqso61pxEbBms+25jU9quAgDPpXMeg9SpqTDYcVL4dfzYZ4mHKkEVRvm685FSeG5f9PdM8Mh/SsK6vTkiJ/CdB5e1uKmXOKUgUvavIMRRmjmgUtIAprU49KaaYiM0xhmpDTDQBCR1qNqlbvUZFAETdOa5DVn8zXZl6hVVfpxXYMOK4O6lMniC856SkflXdhF1Kh8RYx6ivXPDE3n+G7B+M+UAfw4rypVDKfWvQ/AlwJNAMOfmglZcex5/xr1KG5li17qZ1VFFFdRwhRRRQAUUUHpQB4D8RZBJ4x1Ag/dZV/JRXDz9DXZ+Pz/xWOqf9dR/6CK4uc9a438R6C/ho5WVdshqI81YuBiVvrVeu9bHnsbT6ZTqEIdmjNJS0wFzRSUZoAXFLuxSZxSUALnNe5eDo2TwdpPOP3PTHJyxP9a8MPQ17/4fQLoGmIDjbbRjH/ARXPifhsdeDXvv0NcK23JyPasnUfmViO3BrbxiPjrWPfxkK9cdz04bnOvya6LwBAT4qjkA4COf0rnbk7DXV/DdgdeYf9MW/pV0/iReJdqMj0rUbuKw0+4u5TiOKNnb8BXzrdS+bNJJsCb2LbR0GTnFe3fECVo/Bt6V/i2KfoWFeGOcsanGPVI9DhmklCdTu7f194w9aQdaDRXEfVBSikpRQAtIwpaRqAIj1pKVqQdaZI41E1SnpUTUCY2l6im0oPFMkgkHNLGeMUsgqNThqrczvZkkgyKrg4arJ5FViuWOKETNG/4bty3iLTZIwSu8ufwBzXr3h+Xyteh5x5ish/LI/lXlPgmQnWYozyVDsP8Avk5r0i0l8jU7WT+7Mv8APH9a2p6NHzGc+9Ut5HpFeZeM4Qviwvj78KE/qP6V6dXn3jRc+IIj/wBMF/m1d1T4TwMI/wB6ilbjCDFTsdoBFQw9KsMoePafwPpXLc9JmVeA5J7Hg1X0OUx6zGMjn5f0qzdA5Zep9qzLUiLU4WXtIM/nUSV00TLZnfZyKVaYtPFeKYDqWgUGkIQ0w9KfTWoAYaaacaSmBE1RGpnqGgCKToPrXneS+sXbjndM3869ElIC/jXnVkQ91M+c5kY/qa78Lsyqe5vJAfKBJwcV1nw9lVW1C3z8wKP/ADFc7EC8Ix6VqeD5vsnifyTwLiJlHuRz/Q130naQsQrwZ6TRRRXaeaFFFFABR2oooA+ePHkgfxbqmM8TkfkAK4q5kAFdN4puRca5qM543zuf/HjXHXUmAeelce8tD0VpBGRc/wCsNVzU0r7/AJsVAa7+h5olOptOFAC5ozSUYpgKDQTig9KSgBaWkpR0oARvuN9DX0LpkgFnaovH7iPn/gIr55YZBr6C0Fy+j2EuQS9tGT7naK58TsjswfxM2xkcnBPY1Q1AKIWPUmrwDMM+WV9zVPUceUBjiuI9KJxt82HIzXVfDLnXWPpE1cdqD/vzzXZfCyMtq1xJ/CsB/UitKXxF4v8AgM7P4hn/AIou9+qf+hCvCmPJr2n4l3SQ+FWhLfPNKiqPXByf5V4t1rPFv30j2OGotYaT7v8AyEPNJRRXIfRAKXNJRQA6mtQTxQelAEbU0U5qbTJHE1G1PqNqYmN70UUUECNyKrNw1WT0qFxzTRExytkUxuHFIpxQ/PNMlu6Nrw2zQa7ayIcfOAfoeP616TIdrq3owI+ua8w0mXy5o5e4ZfzBFemT4IXH94fzrWGx89nEffi/I9TU5UH1FcJ4vH/E/jP/AEwX+bV3SDCL9BXF+M48arayf3oiPyP/ANeu6p8B81hn+9RmW67kz3qR3CimWxwuKbK+SWxwOCK5LnpPcz7vDs2TxWUhxexcn746n3rSuiFyQeDWVC5e8j+XGXH86Oonsz0JalApgHNSAV4jOa4tFFFKwhKa1OprUxjDSU4imMcUARyGoSeafI1V3amgIrqTEbHPQE15noFwJJJEPXJavQL+XbDg/wAZC/XJrlfEPhyTwr4oCRA/YrvLQs3oeq/UV6GFj7rY4SSlY6SyUeQD7VNaSi01+yuScKkg3H2PB/nVWyL+RvZcZ6CkuX3qQcggV1RdtTWUeZNHrg6UtZmg3Ju9DtJmOWaMAn3HH9K0q707o8lqzsLRRRTEJVLVrr7DpN5dZ2+VC7g+hA4q7XI/Ee9+y+D7he9w6RfTnJ/lSk7K5UVdpHgeouWLFjljySe5rl7+ULG574roNSlABrlNQfKnnqcVy01do7KrtGxXjbdEDnpSMabAeGXPvQTnNdxwDc0oekxTglACqc0pJFHFFACiijNFMAHJpwHFIODTs0ANr3PwtK03hzSXR8N9mQY6Zxx/SvDD1r2rwPc7/B+m7B8yqyHjOCGNc+J+A6sI/fsdvDHIIwzdfTOaytVI2nFaUJcxDJ7daxtTb5GJNcR6kVqcLqcuJmwfavUfhPZFNOurpxyzLGD9OT/SvJrnMt2V96+gfCVgNK8LWkZG1mTzXz6nn+VbUF71xZjPlpKPc8++J+oGfXo7MN8lvCCR/tMcn9AK4CtPXtQOp61e3hP+umJX2UcD9Ky64qsuabZ9dllH2GFhDyFopuaM1md9x1FJmjNAxe1NNLmkpiGnrTc05utMoELmmGg02mSwPWkooqmSBqNhkU+kNAmVyDmnDkUOOTSA0zK5b08nzWHZRur1CKbzbG0mHR1jP8q8ttHCLIe5wK9C0Sfz/D1qAOYsofwOf61cOp42cQvTjLzPaR90VzHjSAtY29yOsUmD9CP8QK6aM5jU+oFZ2vWv2vRbqID5tm4fUc/0r0pK8Wj46lLlqJnC2r7kz60pb94y5wcZ5qvZnPB6CrDHJ54PWuA9iW5l6hEwDfNkemKzLBSb+BMHHmDAP1rR1E5jJVvmFVtKG/VrZTjO/P5USdlcmXws7tTzUoNQL0qVa8WxyEgpSaYKC2BnFAC0hozmkJ4oGNao2NOamGgCB6ryVbdeKpznaCemKaGYWoS7r2CMdA4J/Ou18ZJZ3VrbWtxCsku8SoT1THf8elcBIxkvt5Ofm611fiSZ18QQBuRLbIUz9TmvUwulJkqN6kTNkkRTtyB7VDNHuX3qw0EcjklRmlsnhmMyhslH28dq2R220Oi8GXw+zPprnDxEvH7qTz+R/nXWYrzZJZNKv4ryEHCN8w9VPX9K9EimSeFZY2DI4DKR3BrrpSvE8rEU+WfqTUUUVqYCV5f8XNQATT7BX5+aZ1/Rf/Zq9Rr528carJqvie+mY/IkhijGeirwP6n8ayrO0TahG87nE6rNjiucuW3KAR3rW1Fiz7jWPKd2AKmgr6mmIlbQqodsgqbaKhKkPmpQ1dJyDsUtApM0wEpaSgcUALS0lLmmAtLSZooARuleufDi5EnhSOMA/u55EY+5OR+hryJmwK9L+F0rPpGoQ8EJOrKD6lf/AK1Y19YM6MK7VUeqW6qIwpbPFYOu5ywUYGM1uW7bIAzDBI4FYOutst3yOWHJrz2exT3OU0i0N/r0Nv1LyAfma938RTjTvCt/Kh2iK2YLjtxgV5J8Orf7T4yhJ6R5f8hXovxLuvs3g6aMHBnkSP8AXJ/lXTT0g2Y14+1xdOn5r8zw9jxTc0rGmg15u598thaKTNJQMfS03NGaAHUlJmigBD1phpxOajJoEwPWm5opvemS2KaaT2oJpKolsM0ZpKSgm416hzzU7dKgbrTMpE0DYDLXdeFJN2mTRHqrbwPYjH9K8/QkNXZeFZdt7HH2ljZT9eo/lVR3OHHw5sPLyPoCyfzLK3f+9Gp/QVK4UowboQc/SqGhSGXRbNj18oD8uKk1e4NrpF3ODgpExB/CvTv7tz4Nq0rHnKYiuZFU5VWIB9RU7EMu4j6VnWsgZkIcMGXk+9aBX9yV6EjiuHc9lO8UzIvkHULk/Wo/D6b9ZTIPyBmz+FNvpj5ZBUEj8qteFULXcz45VP5moqu0G/Imp8LOuXOOlSio1BqQcda8i5yjxRQKUnAoAa2BUbHsKeeaaRQAykpSD6GmnIoGI4whJrG1GULA5Bx2rRuZG2bRnk81kajEzwAAd6qNgMEfIrFSSfevQtejt5fDVheyj9/GEMTDryOR9MfyrgLiNI4D+9Gc/Wu01KUX3gfSps7V3IGPpwR/OvSwrupIm37yPqYizsAW9Oa5jw3r817q0llDbfZ4kUsWcfM5J5Nb2qy29jZMwY5KkAMepI7VymhIr65DIzBdincfb0ra9j0T0NyBCQ53cdTXT+D7r7ToEYznypHj/I//AF642/uI47IhMYA4HrWv8OBMIL7cp8jeu0npuwc4/DFbUX7xxYyPund0UUV1Hmidq+YtUzJqF0fWV/8A0I19MzSrDC8rkBUUsSfQDNfNlzh5ZJSPvsW/M5rCvsdOH3ZzGsW6RWDsB82QM1yRk2Gu21eAXVsyZ2kHIri54irFSORxVULcthV171wBDj3pNpqNPlNTH5gDW6OccPuUlGeMUUxBmkzRSUAOzS5puKWgB1GQKbzTSCaLgJIwr1D4cWE1npN1cyIcXTIQpOMKMjP61yvhbwTfeI1N5tEenxSrG0jdZGP8Kjv9e1e0xeH7zSdL86aJEiG1VUHkenFYVm9kdOHspXZatX3QhAQpA5LHJrI8QDFsxzmtezbMBAj5PTPWsPxI+LV1HYc4riPYp/EW/hHAZNbv7gjiOHA+pNXfi3fsZLGwU/KFaVvcngf1qf4Owf8AEv1S4/vTLGPwGf61kfFc/wDFRW49LYf+hGtp6UB4FKpmiv0/RHAE0mKKK88+3CiilxQADikNFITigQo4pc00UtACGozUlRNTExuaTNB6UlMgKKKDTJaEoIoooEIRULipjUbjimTIiU810nhqfOp265IKyA49c8f1rm8YNbPh1tmsWzdvNQfmwFNbnLX1pSXkz6G8KSbtCjXvGzKfzz/WsX4m+IIvD3hUXMoY+bcJEAvXuT9RxWh4ScLDcwZ5DhwPqMf0rzP9oW4Yx6JaBxtzLIyZ+gBx+denBc0LM+Aq+7UZJpOq2ur2MV9ZgLEdwIA6MDzW0zhoAW5XGCR2rgfhs+fDjovzbLp/w4FdtudZMLyrDkVySjyS5UepRfNTTMS/cq5CsWPcnrXR+CVBt7uUjksq8/SuYvtwnLbcgnkGsXV9c1PSpLYafezWoYOXWN8BjkYJHeplRdaLpxdrkV5ckLntgAHYflT/AKAflXikHxA8RW8O46j5np5sSt/Spj8S9faNj9qtwexFsK5/7Jr9Gji+sRPaATjoPypGBPbn6V4P/wAJ74sub+CL+2fKR5ACI4UXI9OhpmqeKvEDykJrV6ikkgLJj+VNZTW6tB9Yiuh7xtP+RSFCc8H8q+dV8Qa7JDN5mu6juXaeLlunT1+lZt3rur3blf7SvVQLwPtDc4/Hmn/ZFT+YPrC7H0uynoSaZ5OejN+FfLb3l+2N17dn/tu3+NIuoajCD5eo3Yz6Tt/jVf2PP+YPrEex9QtbMf4mx9KztSht0tybuVIkXktI4UD86+djqerm4tzHqt7tc/MPPY+571RvZ5rrPnTzOGcn55C2PbmiOUS6yF9YXRHreteK/DmnoY0v1nm/uQLv/XpXcWWt25+Gem3BgV7e+JUCbGEBJ6+/HFfM/kossBI2q0fP6ivVvCGqNN4ZtbS6VpooAyxoo3bRnJ4rqjhI0I6asuk/azV+h1MI0wQyw4Y7xiTe4fI68E9PwqxBLY2keIURfooyaxlt9LuIw0RNs/cR/KD+Haraadp6RAzXMsnfBbFZ2PUcktSO8vTczBFweegr1nQrL+z9GtbYqFZYwXwP4jya838O6baX/iWCO2hHlRHzpcdMDpn6nFetCuilG2p5uMqKTSQtFFFbHEYHjDUhpfhe9myBI6eVH7s3H+J/CvBpuEOBnivVvitqC2+kWVnn5p5i5+ij/EivLFKyR9c+tc1Z62O3DQ925yst6ZHdB97OAK09M8EDXNLuphMUuFx5TEfKzdwayp7fytRkjxyTxmvXNAtPseiW8ZGGYb2+pqqbsRWPAtR0260u9ktLyFopkPKt/MeoqBDxivTfGdlDfeIZlkQHEaDI69K4u80BoSzQS7lH8Lda6VqcbZjHg0uRUslnOhBKdRmojG4OCpyKdh3Eoz7VLHbTTMFRMk1aGj3p/wCWQ/OnZiuikKK2oPDGozfdjA+tWP8AhDdS2kl4RjsWNFgujniajZsCt2bwzewr80sP4EmtPSPCZjcT3ZV2H3EAyB7ms6k1BXZpTg5uyPavhhosVvoFiXjw0NsjFT/fcbiT7811fixR/wAI/KN21iy4x9a878B+IJ9H1j7FfySPZzx7UJ5EW3nP07V6F4mlhuNAYxTRsHdOQ2dwzWfOpQbNVBxqJM5a0i/cZLHgdK5/xMcWzbB8vc10tmcxlMZyKwdctnkt3jx0Gc1xo9im7SOo+Ece3wnNJjl7t/0AFcn8U5g/ipFU8x26Aj6kmu0+Fq7PB209ftUufzFeX+MriS58X6m8hyVmKD6DgfpWuIdqSRrk0ObMZS7XMKilApcZrzz7Ww2lDe1KRSbTQISkp2w0bKAsxtJT9nuKPLPt+dArMjJxUTnJqcofwqNk54piaZFRTtho2NTJ5WIKMUu00bTTE4saaSn7KTbzQTYYTTGqbYTTGX3oE4lZvvVqaOT9ug2/e81Mf99Cs5kG7lqtWMxgu4pFPKOG49jVLRnPUjeLXc9z0u9+xanDITiNz5T+wPQ/nivEvixHcL8RNUWe489lKtGM5CoVBC/h6V67xNACP41BGK8T+JU0l145v7k5EmUyMc8IBkevSvRoPofB4qHvcx0nwwzJot2O/wBoI/8AHRXdqnk27vwDnFcV8NDnQZp0IBkuW3ZGAMBRmu0kiym533DqBWNW3OzqoX9kjnrkl3k9etcj4odRd2qknPksR/30f8K7KQB3kGATmuK8X/JfWuVx+5I5/wB41ph/jM8X/DMeVnBCkKuR1zVWSWVk/wBZgD+6KkJZidwzxxVSUttKDjHbPrXo3PLZa0tw2qwPlnKkt8x4GB6fjVi8uN0oxgMQOfTPNV9PAhieVsAsu3PPAHWqst0Z5w2SF9KBDizRTM24lWUggH3FRSOwkVxjapGfp3pzOCzBegHWlbAUg59PamFyRlVRlh+VMQL6DNPQfugWOcDtTFVNxGT7UCuS+SCIJBj5XYED/dP/ANaqUkeYkIz1rSt24dC3HX17Gqka77UnsCefwFAyo2NsYJ5UY/WvffhT4fsdb+HJ85QlytzMiXEfDpnBH169DXgB+8R3FfQ/wFuBJ4Uv4MjdFeZIHug/wrKok4lRk07olufAGs2rf6O1vdoOhztb9f8AGrVp4J1i4UC5Nvajv828/kP8a9Korm5EdLxVRqxh+H/DlvoMMmxjLcS/6yQjGfQAdhW5RS1SVjCUnJ3YUUUUxHknxhsLk3WnX45tghhPPR856e4/lXm9rP5chRq+ivEeiQ+IdFnsJjtLfNG/9xx0P+e1fPd9Yy2t1LbzIY7iFyrL6EcEVy1o2dzuw09OUZfCLMVwYvMZHBwOrDuK6rUvGGm2mns9nItxPgKkWCMe546CuKe62DDkD61Uup43Q4YGphK2hpUipMtWOoXWs6vez3cu9xGmTgADnAqvfEq5FR+FQ0l/qR6DylA+uau3aebhHGJCcA4rvp7HmVlZsxZlV1TORle31NRx2SyT7EBLFjyfYVbIQKFYYIOBn2NOtiFdnyOMYxWu5iro0LSyhSbDKuVXPHrW1AIpFUALu7jHSsS3lZpDj+IVs21nIJElzjIzWjsQX4EZWJDfLmoLxnLOoY888Vblfy4umKoTN8pbvWTNEQCDz5gAMgVs21rhRnGfpVbS4P3YJ6nrWxGgzxXkYirzyPZw1LkiMbT4ruMxzIGXGOODVy1intI3U3DzKT8quOck9zU0KhVNT7d6kenNZ05O9jWcVuWrPK4IGAetJqkZktZWUAkrxxS2mG4K5IFW41EmVYcelao0Wha+F77vC86d0vJB/KuA8c6O9r4pvHgBdJX8zHcEgEj8zXoHgNRYy6pp5brMJ4wepBGD+o/WsHxkDJr11PB8zIwjK+pCiutUo1YcrOSjjKmDxMqkOp5mRtYqwKkdjxSgj1GPrXWvHDdq3moGfPzZHIqA2LREg28c/GFyADWLwHaR7UeJ3b3oa+py5K/3h+dMaaFeGkUH610N5HbwKN1qFCnlgmfwrKuHspE4aMMefmXGPWqWXrrImXFE+kF95RFzCRkSAj25pRcRHoWP/ATVyCBd/VcEHAXtWraWe3IVQSeRzVf2fDuYviau9oL8TnxPEegb/vk07zEIzhsfSust7bfcfNCvAznFaEdna7gojToCfrS+owXUP9Za/wDIvx/zOEHzsEUMXY4VQOSajCFwSiOwHcKTXoKwQRatZqsSofM3Zx3xVfTQkWm3LOynarY4xge/vxSWBj3K/wBZq1vgX4nAGWNV3EkL6kHFBliBAJOT7V1khQaZGoaEuxz+8TIwGHJH49KrfZR54dlXOccLj9O1V9Rj3J/1lrfyL8TnfMjI6n8jSgr7/ka3wrROAbdWAY/dPY1aa6CAD7ERwC2FzR9Qj3H/AKy1v5F+JzIRm+6rH6KabIGjXMiuo9Sprr4J7ORtzZXnDdQR+FT7LF34m3jIwCxpfUV3H/rLV/kX3s4E3VuM5mX86jN3b4/1q/hXoEi2spVZYLfbg/wj+tVY3siCkGn27tjqU659MU1gY9yHxHWe0UcIbiAn5WLfRSa0LS0mI81kMUfX94Npb6DrXS3jSohWOGODI6oMZ4rNtlDK80m47QwVmbpwaawcFqzGpn2ImrJJHqUaqIUCdAoA/KvPfid4Ykv7ePV7OLdPANsyr95k9R6kfyrvNOm8+xgk7vErfmBU8m0qQwBB7etYxbjIxlFTjZ9TjvAFk0HhGyllxl1Mg98knJ/DFb9wNwB35B7jtVxESKJIokVVUYCqMAfSql4rImFAIPXJqJO8mzWnHlikc5JII7xuR1P5VzfixEuZrXbtDAPwRz1Fbsyus7bgfbNcj4nuG/tdUB+WFQgPv1P863wyvO5z4x2hYxrhXgyd4yT6VGgSVdzHAHXA/SnSLJI/3ht6kmnXGQFSNPYf7I/xr0Dy2QXVxuOEPPTA6Adh/n+lQx25VlJ2nPFTw2p3AkFVx0zU5CRkELgjPOatIkrEFCysBxjgVG/OKmO5sttwTTCuef5VfKQ2Kvyr0zz3oU4PHFNLMWVSO2OtPAKMR/WlYLjoXVBK5OMZxxntj+ZqKMKbRPmxnP41BLIEtyDxvJ/Id/z/AJUNJjylA4VQM+/eoZRXcfvCfWvc/wBnpibfX1yceZCcfg1eIFAzYzz2r2/9nsbYvECn72+Ege2GqKi90aPbaKKK5yhaKKKBhRRRQAV5D8T/AA89pqA1q3iJgnwLgqOEccAn6j9R7167UF5aQX9pLa3MayQyqUdWHBBqZRUlYuE3B3PmUzIBygJ9xVeWN7qRIbeAySyEKiRplmJ6ACvYj8INLN3vGo3Yg3Z8rC5x6bv64rq9G8JaLoJ3WNgiy/8APZ/mf8z0/CsVSdzoliFbQ8WTwq3hiFILkAX8sSy3KDkRsc4XPfAxz65rC1hf3gkX0z+Ir1f4gWDQ6mLzGYp4wM+jLxj8sV5XqcT5Zg25T29K64aI4Kjbepjna8DTBdxLKxX6HnFRbSZOAAoHyj2qW1lS2utkq/u2x17EU6VCskgIwcnbj07fpW0CLliwyJsk9q6eAs6qeMDjgVyVmru4x1HWux05GWEBh2pyZJFcsTGR+NUmZidh71oXjLyAenWsp5tr7vSsK0uWDOihDmmkdDbKIolA9KvwAGudi1NBGuetaVhqKO2SeB1rx5I9xI3RgL0qaAF930rN+3Qs+0P1rWssNCWB6miC94TVy9bIqqAKm2hWJzSW8e78KkmXYprYGzJubmfT76LUoOZIDkr/AH1/iX8R/SsCTVIdR1DU7i3cukl27oT6HOK6W6jMls4yOnpXnNgfsuuapaMPlO2QD0z3rrw8uhxYuK+I23jaUR3ETETp8rEDqM459frVgXgI2zHa/GCap212VncnACYYf571dDRSAEBW45OOOvbNddjhIJUjdGdscHJzWZdW9uSPkUrjPv1qfUYo7jc0byIx4HXDYrLEd5FGSdki9gT09qaJY9NOt3uN6hk5xwauQ288bCSC5JyMlZBzVS2uZY4y0tq3XJKngVoRXdqzgYZDjncKbBF0zXkauHtgUU8FD196sWU8RbLq6Meu4VX86PauxwWYk4H86tWlwX2+aoZgp561LGXEty17HPGdwUkgA56Kf8awbZgdOu1U4BJ6e1bIuY4b62K5XzCUJXoCe+K5q5u7eOxuUV2Uvu3EjPzZI/pSW4MhikE8SmDKSEALsG5zyOQDVyZXt5AX4AkK/M3Pfk1maW0H2RzIC8Qj/eMGwT0OAauajqCXLx2rLBBCmDGocHAz3I61XUXQT7QimX3GQAeAPrUq6kpbbwygcD9ao3ESpIY0ZSCvPORnPTPSmtaK+JSdhI/hamBq/ao5UVoyuRx2qzC8DJkwru6571h2umlCPmfPAHtUkNlIkjMp25PU/rRYNTejWzKbNiqpPYDk8U25uobZMworH7oCqM5PTmqqKpYoQEjZs4UdBVjWNOFlcROLrzg65jXG3b64x2qGUY2uebb3AS4RgzAHdnOR7elUIXaNPNTLdcDbxntWxrd7HfvE0yusip8oxwwP8qxLiZ449gwuMcdsdqXQZ6N4dkMmh6fIzc+QuT+FaPMjbycdlHoK57we/meFrEAkjaVz9GNdMABgEda8+e7PWpfCmNC4xVe5XI9TWkVAx0FZt8Qh4PBqLGilcwLmJRMe5ry/WQ8/iC+jYgKk74YdxnpXqNxw+a4HxNBb2uuSyKzpLMokG3oMjBP1yK6cK/eaOXGfCmYUkjIwSNcFOcDoPc+p/lUCST+aGKKvv3+tTIzFmLYkBHDZ5ppeBCQVbgdMZr0EjzWPLFn3F88c01iGkwDu47U9DC0e7aee5B4oi8sSgkNll7VpFESGlCQRg57A0hjIyGH5VfjaMKdqDnu39KqXbgcZI9q15TJvUqhBuJPTHaoHlOeOM8VY3AQk+vFZxuBDKSUVwP72eKieiKjqTLaPLKGmO1V42jk8dKeCN+QBsUk49TVcXctywRFwOg2jintbhEz5h3DoorJJ7l3FVsZY9a9m+ADlr3XBg48uI5x3y1eOJbOwBJ+b0r6C+Bdglt4UvrnaPMnuyGPsqjA/U/nSq6QCL1PVKKKK5DQWiiigYUUUUAFFFFABRRRQBxPxHjc6TbTH/UpIVfA6ZHB/SvHJ4xuIDbh2NfRuoWEGp2EtpcLuilXBH8jXz1qllJZTsuDhSRz29qqJnJHO3saljvTj+93FVI7h4sCQ7ohwT/d9605yGyDWTNHyxTitUQdbo0ETRpJhWDYww71vEhAVxwBXk8Gr6hpc+63kKqGyYzyrfh/hXomnavBrGmLdQ/K3SSMnlG9P/r0MEtRl5kkn1qj5W87atXDsXK9u1VraUeYc+veuPFN2sd2EXvNlC9hlS/t4Y2wMbnHqK0IVNvBJK7lUUZY+gFQQSC5v5rjOQTsQ+gH/ANfNWNXKjTUgz81xIqYHXHU/oK4T0UxNPmluJUlDHaeRn0r0PT4zHp8G7723J+p5rj9GijLwRkAKWxn2rto2+ZFA4OOKuC3Y1qzTgcIgz1qDUbtYocsQPmA/WmytsUtgkKOgrJl0/WfEOmSz2Fm7wvlYmLqrBlPXBPqKvlb2BtLVuxu3EYWJec15zqkccHjc7MDzrQ7hjuDXo0cdz9jWO8RVuUULKqnIDAc4NecXaed8R4kKqzrbkxhjwTuH58VtR0kYYnWmXJIDEr7lWTOM8d8VRMk8KrtVjEJCTj0rZ1O3fS7+SOchoJMsjf56dqgSJZ0CgjZ6qOoruTvqeWzJlmLyCIyAqTncF6HNQ71aTajhdv3scg1aubHytzbmGBj371C8K+Ww2EFhnrVCEWWQRjBBHHTuKtO6AqWQEsABkVDaxRjbnDEcZK8gY6VZlg2lMMSrEc7ensaQ7CNHbOVyVDdcDirEaAMWil2gDhSarG1DMoOeO9WVgKsuTgAg8c0gJo0d7m0AIG2ZGB+hya47W7tlvLi2jPyea546Z9M115laPy2QHenI5ridVtykhKRrsEz7sHk4GQTn1BqL2ZSV0RNdzyaIYMBI0JZmByHz0FWrS3S4u5VVM+UUUAHJAwPzGaq2Vst5NDbeWQmDjAPOfU9uhretbdLRZSh64GSOTjvVp6kssR2hQoWGF5GcZp4+RCODGDjafrxTfOdz8jFQWyAehp7zgqU27skHIOOlUIfGwSXY4fGMjjg9asXDnaqIpyoA4Oe//wBemQqTMNzbTjIGe/8Ak0rwsivknPGcHmgYyGZgjKuNzfeNLc3DukSBkKp1yvJ+pqAoyOx3lBjODSmNigJySTnjt+FKwEbyLKA/DE8AgcD2rmtbmRLoRqRyOfc1vSqQDyR29+DXMXCLNr8cMkgwSV55GccVM9EUtXY9O8CQMPCttnnLuw+hatmfUY4dVtrQsN0gZj7AU7QLFdM0S3tepijCk+/f9ah07wpLr1/NrcV4I5IHe2jjkXKEYBLZHOcmvOs5Sdj11KNOC5jZLB8YrHvOJGBY9PyrUtUZYgJHV2GQWAwDWLrEyJJweWpFozJMsuT24rkfGcCiaxmwRuRkJ9xgj+ZrsZOIkJI+YZrlvHEe/TLVw2Ck36FT/hWtDSojDFK9JnHiFV3MB0xnvTtisxIZQT04qvGHR2AycjFS5kZh+75Hr1r00eQWWVgUUsCu3GB2pnlgSAYJPamxuduT+ee9Sj5mXnb3zmtIkyLKgCJgIwT1yeTmsy8Odowcn9K0EG7PzkkeveqFwBvLE4AGetbmRQv5/KhAX7x4A96oR2nmsGdtxPUe9TM32mbzDkADCj2qVYiSNrYPpisJO7LirFmG3UKFUbMelWDbgINuPXNJEZEUb1Bx1IqUyL3GMmmgYqooUKMZr6I+EtmbPwDbMRzPLJL+bY/pXgG1FIwAM19L+BoDbeCtIiIwfs4Y/jz/AFrLEaRSKp7nRUUUVxmwUUUUAFFFFABRRRQAUUUUAFePeONOa0124DIohuP3se3pz1/HP869hrhviUqtplpmIFvMbEvdeOn4/wBKa3JlseGX8EkMzBjlD90is6YFUyOlb94cuwblfSsa7hZRlTuQ8itkZGJcAM/Ira8HRsdSuzGSEW3y49fmGP61iXAO7PSuh8EZE1+vBJRD+GTQwR0zQlxu71m3NpKAwTKkjANbrLtAHpVdhvzWUqcZ7m8KkobGLBD9kVU7KOtMunNxeQy5O2EEAepPU1ozxhs49Kq+SAM4rNYaJs8XJIkS8ZYiiZDEYBHb3r0Cwne506CcZ37N3+NefRwbpFPv0rv/AAvKp09Y2x8jlD/OlVoxhTvE0w+IlOrZ9jVKNLbll6EVyOsfEl/C/h2bRbGKWLVPNfbK6cKjHO4e+eK7O1KxySxk8Z4rh/Gfh+LVL21IUCUsxDbc4AHP9K5oyszvnTU1ZnReDb2a48F2Fxcu8k8kRLuxyWOTyTWBeCG28eWdxIyqxgdU3d2BB498Zrc8Kxm08PR2bMZZIMpkDGe44/GuZ8TRSSeJdLZlMYyyg9cErxV0l79zPEK1NpnWeLrlJkhtI4lcjLseuAeB+dcq9v5AxDIUAGdnUVuyzRvMzkljwG464GM/SmzWkMo3KV3jnBPfjIrujorHkvVnNSzXYOxgHAHX0NV1lk807opNuD8yDritm5tSzMQoGOQR65qCO1MnEYVcZz/9aruTYzYrxo5ArRS898dKtJfZZR5c2M9QKupCA2XXJ7AdqnMMYUYGOvbpSbGRreR7+YZtoH93jmpWmX5dkbsD1OKhe4SJxlzuGMVOsytGCFfc3XjGKkY0bWkJeNwP4W6gfhWLd6eJjEgjEhaUBwgIyCCuc9uQK1Jnm2Hy+PYNjP41z8WovHqkiliJEOSAeg3Kf50mNF7TLRNPjZVVVckglSc9eBS3UCOZHXJY9ifu0XFykt04cP1yGHFRoZZdyrKWZh3+nFUkSQizuGyofcQMj3qVYLhMu5U4HY0+3knjX97ENoPJzVuO7jO+NyFYYBVhjPequBnA3KsCYmL46dQeKek9wJMbWAPp3NXo/JkYIr5UZUe2KbGgM/lhlILdD0ouIrx3IkYtNA7ZGDtFSSuVysUchAHDYrV2KoBRcjnOPWleNW2hgyjO00XHY5yYTld5TAJ+YEYxWLoFmLrxpZh+QjmQ/RRx+uK63UUVLaUgkkA9PpWd8PI7a6129uJ5AHVFCgjsTyf0FZVX7ptQjeoj0l3MNszei5Nct4e8T6y14dIsJE+zyb2csgPlgnk5960Nc1ArB9htGaSe5bYg9B6+wFS+FNBi0K3kZpGmkbGXfGfpx2zmuBOx7DimtUbVyfslv8xwVFce0/26+kJydnB9PpWtr1+WyFOQOAP7x9KzoIRaWwXrI2WY0hXIpn81wqj5UrhvEGqjUbuKKAF4ImY7x/G3Tj29K0vEfiCKON9NtGDSElZ3U/d/2fr6/lXIrPhEEfADcjHtXbQpW95nnYqvze5HYeWzJ8ihRjOOlG6QNk55BI4pDu35OSOoOe9L/DkHkj0rtRwMljD7F3beRxmnfxgfng1GgA2EMKlATzRz3H860iS2W48AnahOeuO1ZV+CLeTt8tbSLheuQe1Y2pkbAGPB6YrV7GfUyojhcEDFWYXQPjGfQg8VXCr2NTxxKe+PrXOaF9JFYcHcR2pwbMgwqn2YVSEDKCwbA9qsW5lBznOB1q0JlwsGPG0cEnFfVehxiLQdPjHRbaMf+OivlWINPcRwxxszu4QAdyTjFfWlrH5NpDERgoirj6CscS9kXTJ6KKK5DUKKKKACivn/AP4aa/6lH/ypf/aqP+Gmv+pR/wDKl/8AaqAPoCivn/8A4aa/6lH/AMqX/wBqo/4aa/6lH/ypf/aqAPoCivn/AP4aa/6lH/ypf/aqP+Gmv+pR/wDKl/8AaqAPf65fx7BJN4adkXIjlV29h0z+teUf8NNf9Sj/AOVL/wC1VXvv2jxe2M9s3hIASxsmTqOcZHXHlUAZ9/CdxwKypMKu1xlD1rGn+Ivngf8AEqxx/wA/H/2NUX8aB1IOn9f+m3/2NaKSMuVlvUrYopZTkGrvgecJrksTH/WQtj6gg1z0ninzFZWs8g/9Nf8A61QaX4h/szV4r9LXdsJynmYyCCCM496bkg5WexuQ0hHvVdspkVw//Cy/mLf2T1P/AD8//Y01/iTvIP8AZP8A5M//AGNLmRdjsW53bahYHBJ7VyH/AAsMdtK/8mP/ALGj/hYSFSP7JP1+0/8A2NNSRMk2dnb8OxHTHWtLSNTbS7stLk28mA+OcEdDXna/ERVVgNJ5Ixn7R/8AY0yT4heZGF/szHH/AD8f/Y1blCSsxR5otNHv0k0WUnjcMHAPBrL1K7L4+XaBxub0rxaP4jTRRCNbKQKOgF0cf+g1uWF3LfQwSybiZIw+C2cZGa5o4WEup3PHyivh1O1stXOmXztv80SsAQp4X3HvUGs6it/qUGwMv2abuByRx/WsxFJUAcYPNXWgDyO+35g46Vq6EIWsYfW6lS/MbMUrBuBkPxmiONWc5GG55XNUrWSVUKgnjqMVoROCw2ITt6kimQJLa4VFjZx67jUkVq3zYkA5OePapv8AWKy9/p0qzDES5P3cc4oAzG09wRJJcPt9FHWo5khjTcFZyM/ePU1sOuVCDqByR2qg8SpGWkwpAPHWlcZmICJA21Uz6CiVnJKqwdwf4ainld8rH8idyT8x/wAKbcXaW0HynGeuBnmmIiuHlCAqygYO7I6V3PhPwRpWq+Cbd9TtVNxcO8yzp8siKTxhvTABx0rzWHz9Suo7SLl7uRYk9QWOK+jbW2js7SG2iGI4UVFA9AMCpkCPnWUmeCSRSVKTSRBu/wArFf1xVaBpopw+8AHnpkVuX2nGy1zWtMcFVW6keMkdAW3g/wDj1ZNzbyRNypKg8Ed60WxLNSAB4wWYMSMgg80v2OKQOrAMegBHeqkMLCESRyvgHdgDr6irckjE+YuQ3GAeKBkL2aEsyN5bLg7hxmpoLR43Vmb5WHHOcmpUYsDnaQG6ntxmrMKhkjBHy4zuoAr7JUCvwRjPHUnFT/aGKbZE+cHg/hVhoUWNQCVHp704gMF3DJx6UDOf1FGeJ0xye+evrXKLZSWV4k0btFgk7lbDdK9Auo0C7yBg8AYrmL+AvMmBjg0mk0NOx1Hw90W61yPUZPtRNxbMnlmU5B3ZyCeo6Vt6jBqmkMUvYHjiPSVRvQ/iOn41Y+EEe2DViFIG+MZPfg16TMB5EmQCNpyD06VzSpJs6IYmcd9UeMqsLkXEkyPsztG4YFUbvVLWW0uFhuwspQgSAfcPrXk2qXk015NukfaXY43HHWqcEsm8j5iO/NOOHs73LeMvuizZs6jDtuYliT6+9XsBmQkhcnB49qprnGSqg9sVOA5jzJnPmAg11pHHcvJGcZDAZp8iMFAL8DjpVRpiAFxjHOcVOs6EjLDHXmtYkMWIIQBuGM9cdaUKN/XI9BRCwwcMADznApzOu8DdzjpnvVxM2WwQSflI4FYurEKY4+hPNbSMFbhhkdO9YesHN6q5ztX9a0lsQtykFBbJPSrCqNwqGIZIYgVaiXLcHANYo0JQmRwfwqzFAyqCGwO9QCP5uGHpV1fkTBXPH96tIks6L4eWH9oePNLjYbkjlMrcf3QT/PFfS9eF/BmxEvim7uiDi3tiBz3YgfyBr3WuLEP37GtL4QooorE0CiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr1jRFU6NYPjBECDPf7oryevU9Fnb+xbIEKMQIBx/sit6G7MquxuqTljjAxgY6VrbgXc4/u9PoKxQxIOD8oNb8Q3QW7gAZiAb1NaVOhNLdktvGhfj16/hV6AAYZQ2CefpVK3JSXOeD0q/GrMikYO0cn2rE2J22RycYwcEkirMRyNy9j1HfiqQViRnjHrzmtGBVRNq/wB6kwIyrLk7eq4IFZV6AvzSsCR0X0FbEkikOAwxmua1KbDc5yScE0DMS8vCs7Ak4HGMdapXEheME/Wnzq8hdu45FVZyVTYPmYkdatCOu+Henf2j40hm2furKMzH/extX9T+le5V5t8IrPbpWoagwBaecRg+yj/E16TWMtxnlPxEsGsvEltqS/6q7Ta/s6jH8sflXL3CiQmNwAR0Pr716b8SbL7V4QllCktbSpLkdcZwf0NeYRYntoieXUYDevtWkHoSyrbu0TFF6A9uoNaqxK6IzNhgOVPeqPlnPnRoA2TuBFX4W87PGCVyPY9qpgTtFExUgYZe696tQwBYyqhiD0zUEFuxc4JKhQ3vmrkZwEQMRlRwe1IY1I3IAxyCeopjx7D+8YFhxgVoBedxwcEfXFV2gXzWc88GlcDHusgYOcD2rFlAe6HfjgVu6n+7xt79hWEhzOSRg/TvVID074Xriy1I/wDTZB+S12182ywuH/uxMf0Ncb8L4RFo982SS9zk+n3RXX6r/wAge9/64Sf+gmsXuM+LLnPmv9c1HETnAPNSTf6w80luD5hxW6ILCKcdM/WrsW7Z93AyCAfWq6bvvEj24q0jP5XK8ZHzD1qkBJ5Z6spyeeKd5akKWGcnqRTVIcYLDKn1q3nKDuM5HNaIllREXaB7+lPVYVcHGcfhTUDBchgB0AyKewKkc81pEhltArN8p4PBx3rBupfOvpScj5yBnnpW9GQis2RgKW49q5tD5jgn1zTnsKK1LMaKBnHU+tWFX5eMEenpUCDOBxjHNWFVR0JrNFE0UffjH1xU7MAhJXkD+9UMT7CcH/69POGwTtx1rREs9t+C2n+VoN9fsPmuJwgP+yo/xJr1CuZ8Aad/ZngfS4XGJHi81/q53f1FdPXn1HeTZvFWVgoooqCgooooA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9JsL3TotHsd1/b7xboGQzKCpwM55oorWk7MzqK6NlNX0tY+NSs84Gf8ASF/xrXg17RhAgOsaeMDgG5QEEH696KKucnYmnFJlq38RaFuJbWNPB6gm6j/xq4PE+hiMBdd0wcd7qM/1oorM1JR4m8Pqg/4nmmEnv9rj/wAaePFOgKQw1zS8A8j7XH/jRRQBXk8V6CfmGtacARggXSf41k6hrehXUWV1iwDdv9KT/GiigZi3Gt6WE2pqNmzHj/Xrj6nmsq51WyRAq31s7k8sJlP9aKKYj3DwH4l8K6P4PsYJ/EujRTsDLKj38QZWY5wRu6gYFdL/AMJ34Q/6GvQ//BjD/wDFUUVkMrX3jDwZfWE9rL4p0MpNGUIOoQ9x/vV41FrOkWu+E6tp5KOcMtyhB+hzzRRVREw/t3Rnl3f2tZAAjI+0oM/rV/8At7Qwfl1rTsAHAN0ncfWiirAkh8R6KjBf7a08ADg/aox/WrA8UaJvXOtaaSMfN9qjH/s1FFAFs+KNA+X/AIn2l5J/5+06fnTG8TeH+B/bmlnj/n7j/wAaKKQGTea9okuCNZ04/S6T/Gsb+2NKEp/4mtlj/r4T/GiihDPT/AHizwzYaA8d14i0iGRpi22W+iUngc4LV0GpeN/Ccml3aJ4o0VnaBwFXUIiSdp4+9RRUPcD5Ie4hMufNjxj+8KI54RMG82PHf5hRRWikybFyK7tfL2vcR5PXDCpnns0hURXke4EE5kHp9aKKpSYrDheW4T/j5tyc8netTJf2gQj7Vb8/7Y/xoorRSYmhv2212/8AH1b5/wB5aeb20ZgDew4HH31FFFWpslxQXGoWqWU2y5hLldoAkBPNZMVxbqpzOnJ6bhRRRObBJE63Nrg5uIuf9sVbS7tFUYu4D9XH+NFFSpMqxPFe2QU5ubfk5/1q1Pp8thd6xa28moWkELyqjySTKqqueSSTgDGaKKpydieVXPpmPxt4OijWNPFOhhVAUD+0YeAP+BU//hO/CH/Q16H/AODGH/4qiiuE1F/4Tvwh/wBDXof/AIMYf/iqP+E78If9DXof/gxh/wDiqKKBh/wnfhD/AKGvQ/8AwYw//FUf8J34Q/6GvQ//AAYw/wDxVFFAH//Z", "path": "001301.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.
001302
Men Tshirts
{ "bytes": 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", "path": "001302.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.
001303
Men Tshirts
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", "path": "001303.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.
001304
Men Tshirts
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", "path": "001304.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.
001305
Men Tshirts
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", "path": "001305.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.
001306
Men Tshirts
{ "bytes": 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p6x+Wnq3c01uBUl2EA5FBXmkTNTBQRQKxC6/umbAOBmpvC3iN7a3iFwzPbPIVyTny+etJKMwOB6VyOgzF/ttix4Vtw9skVUXYznT5ke5qwKg5606sDw1qH2q0ktXP721Ow5PJXsa3s1see1Z2FooooEFFFFABRRRQAUUUUAMkcJGzYJwM4FRKu2Pnqck596JG3yqgx8vzNzyPSiU8Hn8KAKDjN4jf7VSXfLj8ajQ7rlc9N1SXH+spgRIcCpKYOKUHvQA40mMZxS0UAI3fHSvGYt3h/wCPM+8Yj1QYGOOeK9nxyK8a+LZOj+NfC+tjhEmIY/QjrSA9mik+XaecY5qR2Lgg8iqdtMJYYpVOVkUMD9RmrG7B9vUUwGlGIIAqPyWJ9PrU/bNJnjmgCMQKMZ5J6V4/8Sn/ALX+JHhbRExtWTzHz/vf4LXsQIxXjGihvEnxyvb08x6aSik8j+KkwPZoYxFEkY/hAH5DFOPWlA7jpSGmAelFGDTgKAEHQ1Ig4HFIo5qVeaAMHXJfL1nSie0hq1HF5lvfQkcMxxWZ4nbbqenjP8fFbkC4NwcfeOaAONsLt9F8RqGfbbyNsk9OehP06/hXoysGUFSCCMgivN/EtribzAOxzium8JaqNQ0pYGY+dbAIS38Q7H+lIDpKKKKACiiigAooooAKBRSUARXEywQPI3RRmuPkma4u3kf+LJNa2vXeAturdfmasS2+Zifas5voduHp2XMzJMvl+I9vZ0xTx/H9ahuELeI4HHQKxP4A1P1Yis0dUtkSxd/pUUnzPTwcCmd80MyHn7opM9aX2p23igDL1Eta3treqNwUmN/Xa3p9K0iyr1YD6mqeoRC4t5Iuc4yMev8Ak1JZSrc2cchGSRg5HpxTKJvNj/vr+dI0oH3QW9lp4RegUflS4xxjmgDL1hpDaFM7VkZVAHXk4rSt4xCiouAEUL9ao3P7/U7aA4ZUJkI+nStIYx6mgaHk/L1qBzxU2PlqvJ0oGCGrA6Cqq9RVpelAA33GrhdIfy/GN7F0DED+Rru2xtNefwjyvH0gH8Tj+VIuKvc7ay1U6P4qjlkbbb3A8uX6dj+demAggEdMV45r8e7y3A6gjP8AKvQvB+sDVtDh3tmeFRHJ7kDrWsHfQ4MRTt7yOjooHSirOUKKKKACiiigAprMFUk9AM06q7sWdY1AI6sc9ADxQAkS9XIAZzk/5/T8KZcNhT9KsMdo49KpXBwD70ICCAEyj65qaUZfmobUnzOfSpJGHmdKYDDn0o7U/HFGAeKAFHTmmuyIjM7BFUZJY4A+prnPGfjfSfBemG4vZla6dSbe0VsPMRjpwcDnqeK+b/FnxN8R+KXlhnvGt7BiQLO3O1NuejEcv9TQB9C638T/AAjoSSiXWIZ7iP8A5YWx8xs+nHH61418R/ifpXjXTIbS00y6geCQuk0sienoBXlZbikUgMD2pAe76J8dLLTrGzsb7R7lvIiSNpYZlOcDrgivWvD/AIm0jxXYG80m9juEGBIoGGjJHRh2r42mHC45wCtes/ANb5PEWoTxybLAQok+eA7sSIxz3zuxQB9EAkfL6daRmpjEgnGevFNL4HPpTAh1G9XTtMnvJTiOJdx5rzL4J2jXCa3rUo5vLklSfTk/1re+KupCy+H1/wDvNjyqEX35FXvhjY/2d4C0xTHsZ4xIQe+RSA6/7owOlNNPz8tRk4HNMB+eKeB8oqNfmI9O9TAZ4FAChRTgMcUYpR60Acb4qfGsWAz0bNdRD92T3rkfFrf8T2x9Oa6+EfuqAMHWrbzoHwDn6VzWiXw0jXIppGIiJMcnptP+B5ruLyIFCD3FcLrFt5U7EKcfpQB6orq6hlOVIyCO4p9cv4N1U3umtayn97bfKMnlk7H+ldRSAKKKKACiiigBO1RyyCKNnJwFGak7Vj65chIhADgvyfpQyoR5pWOdv7kzTNKernP0pLP7hNVLt8gY43GrlsNttXPe56SVlYolM6k7f3Yzj+VRA/MTU65+1zHt5f8AWq7DBoLkPzkVWv7+10uyku7yZIoYxlmY/oPU+1WFOawPGr2cXhO/kvYUmRYiURzjL4IXHvzQtWZSdlcm0PxdomvnZZXq+bkDypfkck9MA9fwrXu9RsrFoo7q6hgeU4RZXClj+NeN2fgWzufh4uvm4ltr6OGWfqSrKpIAx1HTPHrVJ7KXxWnh37ZeSRXtyjWsbtEXUxx8KxORjrg49M1pymCqtdD2z78oGDz/ACrnF8ZaJpOqXGlTzSLKpVgBHwS3OMkgZ5/nWB4MuNQ8Oa5N4f1UrNEIHuY5lYnAABIye38q86aL+1TqGtXWoW8UqyF0ikG5pTyQAPToO9CiE6rR9G2lyl3bx3EW4I4yu4YOPWotS1C30yBLi7fZE8ixBiMjcxwBWD4I1z7b4Jh1C+VLdLdWWRwoRNqdx2Ax/KuI1SXW/Hmo3F/pB+y6daDyQ80pCyYOdwGCCen6UuVmjqWSPRY547abUdTm3eVEhB2jJAXluK2LaZLi2jnjYNG6h1I7qehrz3TNbXX/AAHrFraNt1CCCQTK3frkjjocGrPgHxZbN4Gdrhv3mkQkSrwCUXlfzAx9aOUpVFdI9AwdvQ1Vl61558Op9R8Q6/q/iC5urgW4cxwwMxKHdkgY/wBkY/MV6HLgHA5HapZUJXVxqnmrSHiqq1ZUUrljm+6a4Gf5PiCnvtP6Gu8fpXA6gSvxBhY9MJ/Wk2XDc6vVIhLb+4FR+BdRNh4i+zu+2KbKnP6fqBVufBibOOnNcucwalHKuQMkA+nOatOzMpx5k0z3oGlrM0W//tLSobg/eIKsPcVpVseY1Z2FooooEFFFFACFgASeg71WgUnMpyCxyAR0HYU+U7isWBhvvc4wKkxSuA2TtVK45Bq5IDVOf7ppoCC1/wBYfpinSH95im2QzIadL/rTTAeo6U78cDufQU1TTxxg4z7UAfG/jXxDd+IvFN/f3LsQZHSJC2RGgJAUe3f6muaJ4r13xt8Irq31S8m0C+tLxfMZ2sjKEniBOQME/MOa4Z/AfimNtr6JeA+6j/GkBzVKBk11Nr4F1NpguoXNhpMecNJfXSoB+Ayf0rQSx8FeH5w1/fT+IJkGfJsVMVuT7yMQxH0FAGHoGiy+IL+Kwimhh3ne007YSJB95mPoAK29Z8S2ujw2ei+FppEtrGYT3F4Dj7bcoeJMZOFGBtHuaw9T1aPUNUuJ7Swi0+CRSkdtATtRfQk8msUknrzQB9l+FdbXxL4V07WF+/cQgy+0g4cfmDj2xWhLkHHevCfgZ4wa01Gbw1csTFdAyWhduI3UEsoH+1/MV7k80bziNJo2YH7quMj046imB5X8ablr2XQtCh5luZGcgenT+leuaXbfY9NtbbAxHCqfkK8fgX/hKfjk5Yl7bSvlHGRnmva9yhSzMqgDJycYoAcw+SqV5eWthbPc3tzFb28fLyzMFVB7k9K56/8AG0dxf/2d4btf7XuVyJp0b/RbUjr5kgBx06LkmsHRYX1nV9TTWbyHUtTgYS2EE5K2e0rlWjQffAOQWIJUjjFAEviXxhqTaRNNpjtpKBC8dxPCsksiDo6xt8qRk8B3PJPC5xXb+FHvn8KaS+piT7ebSM3PmDDb9uTn3ryzW9Ju4praG61zztRPzy2mkx/bLi9fPVlkARFXspG0YyBmvVPDdnqNnolvHqt09zdgEszkEoD0UkAZIGBnHOKANYUZ4xS9BmkHOTQBwvi4f8Tuxx6H+ddlEMRL/uiuO8VnPiLTk+v867BThFHoBQBDMMg5rm9ZtRJE3511TBSpzzWPqkQ8ts8CgDjNN1CTR9UjuVLMqn50BxuHQivWIZ454UljYFHUMp9QeleR38W2Q4Fdd4I1Uy2z6dNKS8ZzCGbkr3A+n9aAOzooopAFFFFADSQASelcjqdx9ovJXByvRfpXQ6rcG3s2Kn5mOBXIv90mom+h1YaH2ilcYaVBj7vStGL5YKoY3TAntV8N+5HpisjsRRT/AFs7f7IFVnYeZiracJMfcVnu2ZTQDJ4+Tn0rg/iyzy+HrKzi5lnvUVVH8XDcfmRXexD5feub8R6FLrGt6LMHKwWU4nfockEEDH4VUTKabWhzWmfDHWLq0FvqviO4hgKeULeIlhtznHJAxnBxisvxFf2PgzxrptvDameLS7LZHGrYLStk5Y/Xnv1r2SADbms7U9H0uac3kunWj3BH+teBS2emc4qkyHSutDyK71jUJX1DxFd6fLZwGyayhWXqXk7g4GeAe1JeaH4f0Dwfavq8YbWJoHZYQ5Dhj90nHQYPf0ro/FNlNqdtZ2UUTNHJfReYeoVeQcjvxmujm8F6aJ59Rvd99eFV3SXADKQv8Kr0HAp3I9m7tGNpsV/efBWVZQY5fsknl7Y9paME4BxjOQOvvWB4R8U6VYeDI7K5uY7eWK5Z5V/ideCMdznGO9ep6c8baeIQqlFymMcFewx9OK4Cb4XaPf6pdvFdXUEQk3NGu0jLZJAPGMdOhpJlShK6sV/hVYyy3Or6vLDstbnKREsME7yWGM54yK4zxNp13o/i3UtG0t8x3jqogiYHeGIYIR6g17Rd48N+GpV0m1hzbQ5iiZwqnHr0z6+pNcz4D8Jyy3R8Va2DJqNyxlijcfczn5j7kdPSmpEum2lE63wloyaH4YsrIQ+VKIw84DZJlIG4k/UY/CtCYnOTVsdKqzjis3udKVlYYpqxGcmqydKsRnmpKHyDivP9VO3x1CxGeE/rXoL/AHa8/wBY/wCR2iPosf8AWkXDdnYlTIjGTBBH3ccCsC+XM27vuzXQjmP6isS7XMx+tWZt6nb+Cb3aZbJmG1h5i59ehFdtXlWjXJtb22uOyuCRntnFeqBgwBHI9a1i7o4cRHlmOoooqjAKTcAM9qWqtyxYLEMfP972WgBYcuzSNyGPA9MdKsUxFxjAxT6GBFITyDVO4OB7VZmJBqnOdwxihAMsv9Y1PkXMppbVcPnFPcZkIpgNQc0/pjv7etOC4FAHANAHjnx38ITalplt4gsojLJYo0dwAMkxZ4b8Cfyr57itri4D+VDJKEG5tiFto9TjoK+37yGK6tJbeeNZIZUMciHoykYIP514H/wjY8AfF3TBHBNJpOqXIjtzG5Qx7m27Cc8gZGQfvA0gPOU8F643hS48StZmPToXVd7DBfJ25UdcA4rb+FPh/QPE/iebTtddvngJt4w+3zJM9M+uMmvpTWdAtPEXhy70SceTbzRBMxjHlkHIIHoD/KvnfwhZ2fgn4xpZ65NGiWMzos7nCBiMo5POMgjv3oA2fHvwstvCGgNfWU8twi3W8tImCkeAACe4HXNeY6roN/pqW1zPAVt70F7aVeVkHGcfTIr2b4sePhqVs+i+HGhv7bYTf3MUfmJGCQFUNjA9d3Tmsb4WtpOp31naeIh5s1m3l6Ysp/dCXJLqexfAUjPXHHNAHO+GPBF/ZRW3iDV57jSYBIpswgCXFy5ztEZb5U5x8zY610c+l6HptxcT2EsH9rzBHw9yR5Cg5fDBsu394+p+UY5r0Px1cxXVnNZ6vEY9GwFW1Rh5+qSYBRYgMsgVgOcc+wFeZeMdB1TS/DP2250zT9Ps5ivkWkWPPRuxkfGZGA7570Add8HxHFBr/iO/mjgS5nyZZXCqF5OcntzWzJd6p8TL+SzsGn07wpExjnusFW1IH+FMjIQgDJ9Caq+C/hmt1oFgPEOoPeWIRZYtORTFEhPOZMH94enWu+1TWLDw/bW9siK87J5dlp8HDysBwqKOg6ZJwFHJOKAJ7DSrLQdNjsdNtktbaI/LHHxzjr7njv6V5VFpE+t/EA2mjXckekaXcGR7pVANvIxLPDA47OSd2cgHNdJqOv6tryroWjugu5Cf7Rv7Uhk0xCc+WGHDy4BXIOcjOB0roNA0y10awgsLOPZFEMZzks3die5Jyc+9AGlonh3StCimTTbRITM26ZgSWlb1Zu9a2cDGabGMIOKXqaYCkjbilAOw4puMmnMcJQBwPibLeLNPX6/zrspPlA964/WB5vjTTh7muynXNADA2frVDUPmiYVbHGap3vCZPQ0AcbqS7ZeaqWtw+mahbXiclGD/AF7EfiMj8a1Nag2GOQZKsM1Qht5r+IW8ETSzA4CqMkf59elMD1Syu476zhuY/uSoGHPTParNYnhjS59K0dbe5fdIWLkD+DOPl/StupAKQ0tQXM628Dyt0UUBa+hga3dedc+UpO1P51jv901JJIZHZmJLE8n15qNzxWMndnp048sbEAHzk1aJxDVYD5qmc/uwKRZWVh9lkPq/9Kzk5kNXulk59X/oKoxDnNIbLqj5aqnmbJ/OrR+WPPtWe0uwuxZAf4d5wM9qCGbFup2KCa5G78WRNplxcyQFR9qe2hQMNzlSQWPbqM1CPH0+lXH2bV9Fnt51GSqyA7vcYGCPoa8+kn+1GRyuYWuJJVRucF2JwPfJxmtIxuctTEKOx3lt4h07T7uT7VOY9sfmOVG8D/ZBHVj6V2EF1FdQq6goSodomxuQHkblzxXg1wzBvLVDHxkhTkZ9APfvXQaF4qn0Fnlms5buS52K0kk3zRovRcke5qnDsRTxV9z0L7R/ZE8qSxyeUf8AVlF3AgdAPfGPyq1pcDQ2RaQkyTMZTn0PIFeQ33i2+n1CeWTUpULHzYRknyh1AHbODivTvCWrSa14eju5ZRK28pvxjOAOvvzUNNI6adRTdkbDxpKNsiK65yAygjPrj1qyhquOKnQ9Kk0RL2qpOeKtZ61Vn6UimRITU8ZqulTIeaLAiy33a4DWB/xWkZ/2Y/613zfcrgtYH/FYx/7sf9aRcNzsVPy49qyLtfmJ9DWkp4H0qndrxxVGTH2n3Melei+Gr/7bpSqxJkh+Rs9680tXwxFdV4Vvhb6kYGPyzrgc/wAXaqi7Mxrx5o3O9ooorU4QqCUMGMgXdhcYHWp6TFAFdJg+QpyQefb6+lSl8oSOwzTZIEc7iPmHRhwR+NRukkceBmTAxnvQBFLJu4FV25NTKF2kk4+vX8qgiG+c9cZxzTAswL+dKR+8561LGAH4FI4wc0AMNA6UEZpBkUAQTHAzXLeKRYHQ7ie/uYrYWxE0Fy6hjFMuCjKD1OQBj+Lpxmt/VLuKxsZ7qdgsMMbSuT2VRk/yrxOynv8Ax9qE3iq6S7Oi6ZcAWGlwjL3MuRtHoDkrk8459M0AcjqXij4jaBrkWpXWoapDNdg/ZzNHhJY88bYiCo6g4xkZrpfC3wk13xpet4g8W3UlvHcsJXSRT58+fUcbBgcfhxXrGi+Fmur5da8RFbvUV5trdvnjsFP8EY6MemXIzkGtfxF4t0bwtp8lzql5FEwUssSsDJIfZf8AGkBDa+EPDujaHcaXaaZaw2c0flTKVyZR0+djyx78mvEtB0lI/HOv+D4FjEdzIFhkZz/ohUkiRT13qBlRkZIHrW/a+JfEvxW114dJSXStBtflkmJJB5zuOBhnwOF5APPaqviHSrfwb8U/DM1ozokwEc0zsS8rkkFnYk5Y5BJoA9I07wXpWn3lvqEjXN/qVvGES7vrh5mXjGU3EhPwxXnHxX1KS+8W6JoUUL3BV9zQR/8ALRyRgfr+Fezna6by424zkeleBaVot34/+KWr30epzafBYykCeEZkXHACnjB460Aes6/4w0/wdoMUdzd2g1BYlC2nmEuTwCAoGT6c4zjqK5LRNA8R+LJRqFy91pNvINtxd3Y/026jJ3bYl6W0ZyRhD3Oc13Oi+BdA0aRbmPT47i+IBe8uiZ5XYd9z5wfpiukC4/D9aAMix0fT9A0sWWmWsdvCPmIXqzdCzE8liByetNtifOHarl6xENULZgZFOetMDoY/uCndDSQ4KClbrQAD1pkxwpp69KiuDhD9aAOKuhv8aab9WrtZhxXGyDPjXTM9DurtLgADrQBmtIRMB2PFRamhNthepOBVpLaSW4baMJk/Meg+lX4bSOPBb53H8TD+VAHOR+HZNSWE3bNDEn8BHzMP6V0Flptrp8fl2sCRL3wOT9T3q3j3paQBiiiigBMVg69cECOAdCNzc/lW4zhULN0Aya4+8uDcXMkh7scD2qZOxtQjeVytUbnipDUbj5ayPQGJy1PmOEzTV4IpJmylAFVyfsJ/3v6VVi7VZm4swPUmq0AyQKQ2W5eIRz2rnvEEMM2gXxuIjJGkTSfK+0jAzkH1610Fw22Lg815d8RY7oXdjMly6QspUxktgspJz6dDVRV2YVpWic21y0pi8+WQmEALkdM84ByQM9ap3etWwheGNTvJxxgAHPXOKh1aVorRVBxIW24XPQ5P+FdV4C+HEHiS2uLzUriRY1OyOKJ8MWI6k4rabUEebGHOzj7e+nu79QVLRoTjavTgnrVq9k1Fp5PJBMJC8EjsOcfXn9K9xvfC1vaeHLG1t7YSRwXcckoj2o0ijIPPrnFc7rfhNbjW43lltIrq4Xi2tM7EYYC5BGcN0Jx1OayVdM2lhbbHkmyW5fCREMI8lQcKMDJx78H9a9e+GaOng90cEMt5MCD1B+WuU8ReC9X0nWIlsWtZFvUO1RIoMZVOVYnjvnGcGu58F6VeaP4ba2vxEJ3uZZT5TBlw2O446g9KqUk1obYeLjLU3M5arUfQVTB5q3CcgVmdKJR0NVZ6s9BUE3SgpkCcVKh5qAnipIzQNFpj8uK4bW+PFkbD+4n9a7jqtcTr2B4ohPqi/wA6RcdzpYmygNR3C5XNSQD93TZzlce1BkypGMOKvRM8UqzRnDo25T6VTUcg1dH3RQnqLvc9O0+7F7YQXC/8tEB69+9Wq4vwhqqRyvp0pbc7bovTpyK7TtXQmedOPLKwtFFFBIUmKWigCGW3imHzqCR0PcfjVcQPCdy5kHp/EKvUmKAK0bjf1GR2PWlk5INF0iiLfj5lIwT25FLL1oAjIyKZ071IegqBmwRTA5P4hCWTwNrccJIkazfBH4E/oDWF8H7d7fwZGOsDuZIWDZJjcZwcdCGLKfpXZ6okc0EkUyho5VKMp6Mp4IP1GRXmlt4L8Z+FLqZfBmp2jaZcymUWV0AREfq2e38XXgUAep3+q2WkWTT3szRxgcbULk/7oUE15F/Z158V9WuU06zl0XQFlLXN46kzXxzgDJ9ME46D61c8ZWXjyx8GXWsarrsDxwFPPsdPtvL8xCwDBpQckY6113gXxNa6ncXumW8Vtb2dr9nWyt4l+6rQCRwfoTjPrSA6jTNKs9E0i302wgEFtAgVEH8z7muA+LPhqXV9OsNQtp44rqyk3xqw+9yDxXp0uMYz+I7V5n8UbueOCOOMt/qjj3ORxQwI/wDhOWTw7JZ/Z0kvVtfLDpJ1bGKyfgjZy20nidboFbn7VEzKRzhlY/1qnaW9mmjESpsnEXmKwGcN6Z9TV7wXftYfESOzP7uHU7FyxJ++6EEfjjipTuNqx7HGOBQx604HA57CmMCwqxGffHENZkHEifWtLUfljArPtgXmUD1oA6SFhsH0p55pka7UxTs0gFBwcVDONysM1LioLk7IjTA5Rba4ufFtlJDEXS23NKQQNoOcda7MQbiTIc5/hHSuc8OuZNeviTwIUH/jzV1eKQCYpaKKACiiigApKWigDH1u88qLyEbDP1+lc2zAVpa2T/acn+4tZMpxzispPU76EUopjs5NMb9KeowM0j/dqTcjqOU/JT6jl6YpAQTf8ei59/51BbDLVNcjNon4/wAzUVtxzQNkl02I+vXiuP8AGmnrdaIlwUd5LeQFFRS2cnB4rq7s8gfjUluCOAapOxnOCnFo8DvoG3O0iusgIZY3G0qQOuPoa7nwLPLpkDteS3SaYYvOkSLgvIMADOOOp4rrfF/hnTdS0m7vDDFBeInmC4C8kgYAPtWdaeLbXR/CMVhc2Sf2tAqqIScq+BxMGHBGPQ5p1HzKyOSNJUXdmzdeLLGG3Ml1dTwW1xbtJGsxBferYUDjuRXEw+Lry51Zbm1jtrSaVgr3MqBm5IBJ7ADk8VzepXtzqV2093I0kh4GeiAdFHoBT4QNpJGc8A5/T86cMPFK7M54mUnZbHb20R1n7Ta6wJ47+3kkeGTy8faY2OCV7HAwVxwAwrpdOimt9Mihnl86RMgybdu4ZyDj6YrA8G62upyWel3L/wCnWWTYSsSd6/xRn2wMfT6Vti/V9QNtCrNEUZ2kZ92x88x57gHOD3FYu6lY6qTTjcnH3uatwGqWfn/r61agNWaosk8VBL0qU9KhkoLK7U6I4prdaWPqaALYPBrjfEAx4htTjnA/nXYrXI+IFzr1ofXFJlI6GP7g+lRyCpo0IUUkkZJPNBkyqFAPBqXccABaVVA5IBNTIrE8LgcUgH6dM9vqNtccrskBNeoK25Qw5B5rzOK3e4mWCJS0zYIUDJx6+w9zXotlHJFZQxy48xEUNg962he2px17Xui1RRRVmAUUUUAFFFFAFe6/49z9V/mKc4yaS8/49j/vL/6EKcev50AQn7tUmbJq1Mdq1mFvnpgVbptzAdeauWw2ooH5VRlw0wHvWhFgDPpQBR8W2C6l4M1myIUmaylUZ7NtOD+deUfs+Jc3l9rupTNkJHFD+J/+sgr1vxJc/ZPCOs3OAPKspXznGMKa5j4LaJFpPw7tbkLibUP9IlOOepVf0H60gPQpRlQe+MCvKPip4js7LWtH0Z4PMubsMxKnoD8qDHqWBH4V3HjPxLF4X0F7wKJbxv3Vpbg4aaVuFUevXJ9hXknw78N6h4m1i/8AG/ih3eSKRltlmGAXwTu9Aq54x3B9KAIrYS+ZFZiWZ43k2xwFf4gehruNW8NPpPha11W0gEmr6TKl+gUEs4A+eIf7ykjvUdhawxHTJFSPLXTEMOc/N1z+Nd1earp2mRlr6/trdAOfNkUfpnmklYLk+j6hb6vpFpf2pBhuIVkTnPBHT8On4VbAI+lcH4CvrNNZ1fStJvk1DRw/2m1ktyWS13E7oM+ucsPY16AR8gHGfancDG1XjFULN9k696vat0FZtq379D70wOoX7v1FLjvTYuUFO7fjQA6q94P3J+tTfx1HdKzQsABxQBg+GQBrV/z/AMsl4/4E1dZXJeGVZde1EN/zzXH/AH0a62kAUUUUAFFFFABRRRQBn3mmxXeWb5ZOxFc9f6TcQcsAUzwwrsMUhUMMEAipcUzWFWUThMYQewpj8cV1lzotvOCUBjc9x0rBvNMuLcnKFh/eHTFQ4tHXCupaGbUUvSpiCDgg5qGbpUG6Ibni1QeoP8zUVsucAdTxTrk5gT0wf5mmRt5cRf8AujP5c0CZi2GpXmoXEpuLXyYHLNbt3ZAxUE/iDW/bDkdveqF+VtpdLgiTzJ5LILGo4DEyE9enqaJhrNlPtBtp5kILWsELP8vXlyQFOOeRxxS5kJM3CQflPX0/+tXGeJLHzbY2zBTApZonP3rcnkgYHKZ5I/pxWkmoatea1D5cZtbKEmO4gkwzO2A2cjIwBgZB6kVn+JI7i7uILNAywSAmeYHqo/g9i3t2qkyJxUlY80uoWhmMbrypxwO3bHt9K6fw8+iORZ6wsoMiNDDJHgqHc5yfQjsemM5rI1hLK1vrZjciK385IHATcIlPcdsAdq6ib4c3ztIYdQtwi8kTo6sB1B4BBHH6VpKorannqjKEtCaDwfqOh+LdNuIttzYteKokQ/MEJ/iyB27jj6ZxWrb3csrR3sxVEkuZYVQKV+bO3cdwByce49DVTw3ZaidRfT5NUjkh0qWNV3qcBnBI2cZI+XoeOe2KufERB/wizzOVWVbyz3M33QQ/OPz5Pf8ACsXK8kdUY8kS/nDE9B0yeKtwEZx+lcVfG11jxBPqEkDRaPbL5VvEzMpuZuhYDPQkYXsauf8AE401RHpk8MsjZk+xSIz+Xkg43Z4AyeTV20NVI7HtUUnaqStrbCM7dNXKgupkc898ELUkF2LnejI0U8Z+aJ8A4/vD1X3pGilcR+uKIu9D/fpkR5P1oGXUPFc1rK7tcsc93ro16VkXWnXuoa7ZCztZJ/KcNJtGQoPc+gosF0ldmsGAQDFRS/MefyzXSW3hO5fBuJ40XuqAk/nW7aaFp9m6yJbhpFAAdyWP154B+gqlDuc068VscTp+kXd+A1tCSmceY3yqPx7/AIV02m+GEgZJrxw8qNnYgGw/mMmukAAoxVqKRzyrSkRQ28NvEI4Y0jQdFQYFS496WjFUZBRRRQAUUUUAFFFFAEF3/wAe5/3l/wDQhT2xTLn/AI9z9V/mKdJxzSAp3L4Ws3cN54q5dMc1RXkkmqAgODcAe9aMC/L+NZjjFwv1rUtgMCgDK8efJ8OfEhH/AEDZ/wD0E1P4EhEXgTREXgixiOPqoP8AWtLVtLj1nQr/AEyU7Y7y3eBm9AykZp2kaf8A2Voljp+/f9lt44d2Mbtqhc498UgOQvtDm8VeMft9+klvpWkrJDaI2P8ASZXUh5R6KAcD1IqXWtY0LQdLi8OxTIs7QfZ7ayh+d1XGM45woHr6V0upCWSzmignEEzrtSUjOwnocdyO1c/p/hnTNDtL6eFGkv7hCbi9mYtLMe5JPQew4oA5CGWASQ2kcz2qQFTlTyrEDpXY6V4J8OWFxHqUemQy3+BI13ODJKzEZJyx4/KuKtrVH1iXcmVeVFWvWI1ASPHQKBj3xQBwfwztU0vxD420uJdsMOq+YgHQBlzivSm+5WTpmiW2n6rqmowFvO1KVZJgemVXbxWs3TFAGFqp4GazrYfvEq/q3WqFsSZEFAHUW/8Aqh9KccimWxzEPpUhGT1oAQZxmkchgc0vQYNRzHbESKdwMnRABr9/j/nmv/oRrpK5vQTu1q+b/pmv8zXSUgCiiigAooooAKKKKACiiigAprKGUqwyD1FOooAzLrSYJxlAI2A4IHH41z2oaFeQhnQeao/uiu0xSYBqXFM0hVlDY8wu4/KVIznI5IPb/OajXG0A9DwecVf10BdVuABgbqzCTjHX2HesrHop3Vw0/T49SsNBVpCLlUb7veIMQ24Ht0/Osu4u7+ay1GWFiv26+MDRsP3e35VVyeDj7iHHqcdKnt9YttCnnm1C4aJFt3W3dASQCemB/FuIxjrmki1a5utT0/Tb/QYDZSRlrdBukkjKkjc/8KrnPckZFZNEvew2ylgs4oItO04qvlhLaFDgxx8F3Zj0XcQD6laqanBdTTqLidVQZ3RQ5Ct9SecCtvSbeGC3nKFWmMzGaTABbJyM+nykcVzJvZbrxBq8LnMdtIkaD0ymT/MVotgjqzAudMtrhZtNdVjt7v5Y3x8qSdF47k9a9Bi1yaz0lUv7K4iuEQRHbllkIAAZTzzwOMDmuTto0kvisih0JwwbkH611UNhc28Mk1pqF0FEZKwNtdQccYzyPTGaHFNajnGzuQeHtWhgOqX9zMY/tc6siNne4AwAO55zUHiT7TquiyCfTQ9oJY55LdnzK6oc4GPl/A1f0ZYHt2kKBrtW23ErgbywHBPpkEEY6AgdqtzjKNkBwR0Pcdwfr0pRgkyXqcSLtdRvY7oBZYbZhHbxoQ0fnsMDnuVAJPYc4rrdNt1t4Su7e7HdJIRy7ep/z6VymmyxWjJDDE8lrbTSqJoUHlsWIxk5HzDocDiuwtCNvXIzx+NaNijoOvb6GzVPOdQXyQHbAOBkn8BVa6WRBFqCwhZlQCWPjcyHGQT/ALJ5+oqvM32/XUREiltYgVkdhjaV+Yjn/aMX5GrfmS3gl2Ksdq8ZCSOPmYkY3AZI2+lSUnccxDNuByDyD6+9RRf6wj3qHTy40+GOUgzRDypMHPzLwf6VIpxKfrQXcvJyPwrX8H867eA9fs6n/wAerGjPFbXg8f8AE+vD/wBO6/8AoVVHcyr/AMNnbgdKdSUtannBRRRQAUUUUAFFFFABRRRQAUUUUAQ3P+pP1H8xRKeDRc8wn6j+Yom4WgDJun+cCq6jrTpzmfFABC5pgU3P+kDFa9sMAVinP2ofWty1BK80AXk5XFKeFOKF+7SP900mBkX03lsTnB9aybi7MlpMgHVCOKs60+0nFY8Mg3hT0NMDFsIJk1ixidSPMmBya9LVd3H4VnW9nbSGKYwgyR8qfStWIHjIxQBKq4xjj6U5uKcookxigDn9W+8KzrYkSLV7Vvvis+3/ANatAHS2jkoM1ZB71Wtl+QVY5xSACRTJcmJsUpBxmkJ/dmgDN0aLy9XvDjGY1/ma6CsXSznVrr/rmv8AM1tUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUh4FAHnWuHdq0/+9WU5xmtPWGB1Kc/7RrJY5NYs9SHwoztZsJdQ0qVbZzHdxfvraReCki9CPTuPxo8F+IbvU9JtYrjUY7+/SV4rmMhTtXkh8jB28gHcDyeD2q5c263FjNG7BUK5cnoVHJH4jisTRvCN/pMW1rz7bpsuyd7EYgPmDGM4HzDGByRnjIpNXViJN8x0lrAIb+7dWJWVI3IJ5yNy59uFUfhXNPAINa1WYdZ2V/yXH+FU7u98SQeJLm8stOuobFrdDKt3GAqhMnAI78nofwqe8eRNalZ1KrLGQD6HAbH6GklZFRl7xHaEfbwf9oV3tscxAZ57E+tee2siLdglwBuHeu6sby3eL5ZVY+1BpIyp1n0nWZJLW1EsV223Cg7t53EFvQAk5ODw3sKfcWMt5AF1K43gjLQQZjj9R/tH88H0q1q0L3kcUcAuFlVt6SKOFI6Hk4PY/hWc0msGVLZJojsVTJI8WMegAB5JAJ7AVSMpaMbcx5tnWJBwmFVBjOOn+f5VYgvfM05JoAVkchcMBmNs45HtyTn+7TJCAT3GfSoLjSI7yWCdUjVt4EzNn549pUqQDzwSOaGFh2jWst+lzLcRNHaswSPacNcopJDsfQkswxjIbB4rff7vHT1HGaagAACgAAcD0p7DjNIajoZyKiTTovXzPMb6sM0nSY5pANup3AxxJGjA/TK0Mcy/hSBFuM8Vu+D2/4nl0PWAf8AoVc+hrb8JHHiGUesB/nVR3JrfwzvqKKK2POCiiigAooooAKKKKACiiigAooooAhuOYT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"path": "001306.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.
001307
Men Tshirts
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", "path": "001307.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.
001308
Men Tshirts
{ "bytes": 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", "path": "001308.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.
001309
Men Tshirts
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", "path": "001309.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.
001310
Men Tshirts
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", "path": "001310.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.
001311
Men Tshirts
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", "path": "001311.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.
001312
Men Tshirts
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", "path": "001312.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.
001313
Men Tshirts
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", "path": "001313.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.
001314
Men Tshirts
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", "path": "001314.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.
001315
Men Tshirts
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", "path": "001315.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.
001316
Men Tshirts
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"path": "001316.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.
001317
Men Tshirts
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", "path": "001317.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.
001318
Men Tshirts
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", "path": "001318.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.
001319
Men Tshirts
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"path": "001319.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.
001320
Men Tshirts
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qdeK+BZfJ8a2PJHmrJGf++Cf6V7VWFVe8aQ2CiiisywooooAKKKKACiiigBKKa0iKcMyg+5pvnR/89F/76FBN0SUVH50f/PRf++hS+dH/AM9F/MUBdD6Kj86P/nov/fQo86P/AJ6L/wB9CgLokoqPzo/+ei/99Cjzo/8Anov/AH0KAuiSio/Oj/vr/wB9Cjzo/wDnov8A30KAuj4FooooKCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+3/AAJ/yTzw1/2CrX/0UtfEFfb/AIE/5J54a/7BVr/6KWgDoKQ80tIaAPDryPyNQnjI+5IwI9cEigrujHHPsKveIoPI8S3yYx+9Zh9Dz/WoIk3qM8Ae9dd9Ec73K5iwfu+wp0qiOD5evQZ/nVhlRQWbt2JrPupWkG1RhfXFAFC6kVUITlc8k965u5bfMfQ9PpW3ecrhVwAOee9YlypV+h/rWkSWES8SgZA2cEHv2rpPh1aC9+IdmSMrFJJN/wB8qQP1IrnICCDnoSo5+td18G7cS+Kb25IyIrQgH0LOP8KzqPRlQ3PcAOKWiiuQ6AooooAKKKKAOb8a6SdW8N3CxrmeAefF7leo/EZFeHDAbAJ2np719JsMqQa8B8VaX/ZHiG8tAuI1k3xf7jcgfhnFdGHlZ2MqsepDbTNkA8H+dXElPAJ6Y5z2rIt5Tg5PT9RWjG4AGCOeOtbyRkmWH9smnRucFd2R/nio+WA45XuRRnng5DHvWbKCQHPHA6cc1CTtkPU5GOv9atSLj1JIzVeVcMCF6Y57fjSGw0yf+zdfsLrPENyjMenyk4P6E177Xz3cjeCeQTx+Ne5aDe/2joNjdZyZYFLH/axg/qDWdVbMun2NOiiisTQKKKKACiiigAooooA5nXB/xMf+AD+tc/HqazTSRw27uUZlI3KDlfYnPPaug1v/AJCX/AB/WucXSE+1x3Es7ytG5dcooOT2yOce1ejQ5eT3jwsXz875O4JqjPBNKLCbbCSG+ZScjqAM80wavuImSIPas6xo69Wc/XsOlW7az+zRzKszMZXZ8lR8pNVxpCjT4bQXMgWGQSK2wZyDkfqa2Tp3OZ+2stR1/qsVhcJC0RdnUsNrKPw5pV1JXu2tlgberBWyyjGRn8R9KhfRjJMsz30rSqGUOY0Jwfw7dvSh9FEzhp7ySVgwcFkXII98ZxTSpW/4clzr3dv0Gxa/bzeUEhfdLKYguVzkd/pT/wC1Hml8i3tj56ORLG/VVHfPTnoKii8OwwzJKtxJ5iMrA7F5xn/Gr8NmIr+e781mMwAKkDAA6US9kvhCH1h/Eyt/a6i3uJ3s5UjgJViWX7wI4HPXmp7LUI755VjTHl7cncCDkZ7VG2lI9ndWzTsVuHLs20ZUnripLPTxZyyuspbzAuV2AAYGB0qZeys7b/8ADFR9tzK+x//Z", "path": "001320.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.
001321
Men Tshirts
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", "path": "001321.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.
001322
Men Tshirts
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", "path": "001322.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.
001323
Men Tshirts
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", "path": "001323.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.
001324
Men Tshirts
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", "path": "001324.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.
001325
Men Tshirts
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", "path": "001325.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.
001326
Men Tshirts
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", "path": "001326.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.
001327
Men Tshirts
{ "bytes": 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", "path": "001327.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.
001328
Men Tshirts
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", "path": "001328.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.
001329
Men Tshirts
{ "bytes": 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", "path": "001329.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.
001330
Men Tshirts
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", "path": "001330.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.
001331
Men Tshirts
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", "path": "001331.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.
001332
Men Tshirts
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DIZYyRwW6gGq3jpLK4tbD7HcwXO7cR5Mgf09On416b4SshB4ftYwDlY1FFV6k04p3Z4INOd5HtGUiRT909Rjgj61WTRZmmKENnPHFey+LPBjXGrw6ppzpBcniZXXKv7kDv2NZC6Dqtw+x7O0t8cGbzt+PouBz9annGqSYnw508w2F6T9w3GAcdcKM/rXp9giouQOK53RtGXTLWO1hz5a5PPViepJ9TXQ2+UHtWTd3c25bRsaPmBV61l6pcHEa4HX1qy8vuK5zWb9BKgB+VSd31HYe9S2xJGxHdNDYl0UswbpjOajtdLgnVb11DTk7kB+6n4etVbW9gh0wSXDhU37S2ehPTNaVncxLEwSYSjJZcdh2FQi9i1pbITcKhJ8uTYWPdgAT/OtGsjw2rf2R5jHLSyu5/Oteu+n8KPOqO8mFFFFakBRRRQAh6UlKTSUgCiiigAooooAtUUUVABRRRQAUUUUAFUr7URaMsaoHkIzg9AKu1y99MZtRnYdFbb+VRUlZaGtKKlLUfd6rO8R8xwidwg61ltf23l7hMpXGc5pdQkMVuX2FgvJweR7155q1y93JMNPLqXIBC/xeuBXHKbe53xhFbHcSSsCJkJaLGSPb1p63uEE0DnIGcqcGsPSZdQht4oL22khPl5UycFh04FTx27adNHvOYb6MzR/7PJBX+X50lctpM7TQ9dNyyw3Eoff/AKuQ+v8AdNT+JZFFjEh/ik/kK8wv9QPhiJGkniuPNbPlREl48/3gelQXPiSbUbOK7h1GSVLdds0csZ/dgsSDxzjnGeav2j5bMwnRSkpI64RqT0qVUB4rA0vXre6hVmdMHgOrZUn0z2/GtY30UfVhXMbJ3LbW6e9RtCF6Vnz67bRLudmCjvtNUW8X2W8JH+8JOOKaQXNiR9gxisbWrD+0NNlgxliMr9atQ6xBdEYjcZ9qsPtPQ0XsG55UbSSC3VZI2Xy2IkVhg7vX6VnXF0kUpQc9ifSvUdVsFvbN0ZcKRye9c1a6HavMY/JUqB8xIz+NbQq6amMqbexzCW0txHmKN5CB0Vc16h8HdGdbi/1WRSoUC3TIxz1b+lV7GFbCzMGmRRx4Bwzck969A8DzvcaBulUCTzW3ED7x9a0p1eZ2Jq0HGPMdIOlLRRXScjCiiigAooooAKqy/wCuarVVZf8AXNVIljKKSlFUJnE+LMnxFYgf88h/6FXQLvitFeG2M2ByA4B/DNYPiMeZ4ot1/uQj9Sa6fTX/AHOPauKavJndTbUEeZ+IboX+rL+6lRoQcrIuCv4+lR2V1HayQsgYMrfeAwpHSun8V6a7XkdyoBQferCS1aaZsJ8oQDH1rJnVB3O2kto9U0S6hllVVnQMjN/AQOD+dYSX7ajpKWrxHfERliMDjj9atadDctALaf54sbQpHGKmuLaO0Vi/C7eD3+lW22kTG0W7mdoWkrfeII52UeRZAPj1k/h/LrXeEeoB9azPD9t9m0uNiPnnzK/1PT9MVqV1042iefWqc0zmPFmhWc2hyywWsEUkTCUmOJV3eucDmpdBuIUsIwXAAUVuXkH2qxntyceZGy59MivA9T8XXmnTT6dCqlUyjMeoI9Kmqm3oaUZLlsz2tr3T5pCGuot2cAbxWDqDNFfNPACYc4OOhx3ry3TNdXyUV7aJ3LZLkcj2rsj4zgWAR7d4Xr7+2KxlBm0ZxR21tPHIobuQKuMQBxXKWN/Fc26XFqWERPI7j2qTVtdNtaMVONoByKixTdzU1C8WFGAOTgn8RXJ31yhvQCC64Lgj+9jrST6mJbaSQNlvkYH+dZV7dKnmsh3dNtKwJm74clGpRXNlOm5epOfQ12yQrFbhFAGBjgV5x4FkLX8hVsgplx6E16YR8gqeo2x2iLs0yNP7pYH860az9MYLFLF3WQn8DV8HNd9N3ijz6itJi0UUVqQFIelLSHpQAlFFFIAooooAKKKKALVFFFQAUU0k5NGaAHUUlLRcBsj+XE7/AN1Sa5GNg25j1Y5NdFq83ladJzhnworlPM28VzVZdDrw8dLj7sgxEHvXLeEbzT9C1iZ9RikdwxSKZRkIM9cevvW9dT/uyO9ZU2nJdQZ2jd1yPWudSs7nU43VmdP4mtH1NLXVdPZbiFEKvsPOM5z/AI1zurarDeaZp9naxBpbVRumJPHqo9e1VxbTtYNaSTOIyckBsA/UUWlgRKlvbxmSZuAqDk1Td3oFOCilzPY5zW7O4umQkmV5HXbGBnnGK04PCUukaFfzySgXU1uVZQuVReuPc+9d/pPg9IA1xeuHvCMR7fuw98j1PvT9StC9hc28qeW7xsBn7pPsehqJxlHUipWjKVkeDabFLb6h5WN8cgKsu4ru7jke4HNdR4rt5/7JtPleEsfm/eE546Ulnoz/ANsRFlwu7g5612Gv6a2oaWYlA3oQ6fUVle7uaqNjxuNbyykDK8qg91Yit3SdRlmuo7aeJZ3lO1JDgOG7fN3H1rU+wBh5UqYIqew0hYryF0AOHBBx703WT0YOn1L1nbXQbfcFFI6IjbvzNbUUWVy35CnRxgDJ7U53ABxUXuKxFOoETfSsqwhSQXAxgFsZHbirN7chYmUtgnioLKMtFwNyBi5GaroPqRW+ktbypJHI6ovLAnhq9U0Cy+waLbwkYYje31PNcxpVol9fQBlHHzHA6AV3NdWGh9o58XUulEKKKK6ziCiiigYUUUUAFVZv9a1Wqqzf61qa3JZHilFFFaCOH15tvivJPHlJj9a6PTJBsFc14u+XxDA3cwDP5mtbR5wVC57Zrim7TO+mv3Zr3MC3ClXAIPHNUINNiilPy4JUdPatYj5Bx1qNmUDPpUNK5SbIo4UjNZepW7alcRWsefmf5iOy96vT3IVScgetP0qH921yer8L/u1cFd2InJxVzTCqiqqjAAwBS0DpRXWjh3Ada+cfE1ill4y1OK5jb552ZAO4JzX0f2rx74t2iWniDS9SAIEoKSehwf8AA1M1oXB2epxttZpIyrDAeT1rbg8M396CYjHHGP4uv5Vgw61LaX3lxRLsDY5Nd9ba6yWayMBuI+6axdztvDlOb0K7utH1R7O6LBG+XHbNaGr3bfvAT8jjC1z2saj5+q/a1Uhei8dcVXm1VpYSXOSetLlvqZqVtDWguyITH5hAI6+uKxLvVGZyFPzNx6VVkvgEyG7mpNE0ybW9RWJfljTmR/b0+tJxsHNd6Hpfw/szBYvcvndOcqT/AHRXoaHK4rl9NRIoo4oxtRAFUDsBXSQNwK529Ta1kPt2EF7k8LIMGtRay5FzyRVm1udwCSEBhxn1rpoVLaM5q1O/vIuUUUV1I5gpCaWkPWmwEooooAKKKBQAUZooxQBaopN1HaouAmKSjNFRcBc0pIAJJwB1JpjMEUsxwo5JrCvdQa6bC5WIdB6+5qZSsXCDkxurXf2uQIh/dJ09z61izYXvV2VuKyrtua5Kju7nfTjbQgmlBBFNjuAkeM1Ud8MQTV3TtFv9UIaKPZAesz8L+HrWSu3ZG0pJLUdaWVzqtz5FsADjLO3RB6mu40jRrfSYNsY3ysP3krD5m/wHtUml6XBpdoIYvmJOXcjljV6u2nTsrs4KtVy0WwZpSflpKUdK0sYHnF7bR2viO6DHBRtyD2PNXTdRcbnArN+I63FrqttcW/yean3s/wAQ4rz+6OtXJQSyZXPBjIH8q8+Ss7Hp03zRR2OoW8EcuYirKxyB3B+tSWQTaDjBFclYl7Ny8qsXI6kkmtyz1JJjj7remetZuJpzWN5iAODVSWXBNRG7ULlmwPrVOS83jgZB70cpPMR3rh4uvIPNT6YWleGJM4dgv5msa5l2AjPJ7V0vhm3K39irg5Mik+3NXFakyeh6VY6bbaehEKnJ+8zHJNXBSE0or04pJWR58nfUKKKKZIUUUUAFFFFABVSX/XNVuqsv+samtyWR0HoaKyte1A2NmI4ziac7F9h3NU3ZAld2OT1qb+0fEU0i8xxgRAj26/rV/TwYXGBn3NRafabCD+ZNbS2yYDba8+Tu7npQ0jYtLPIVANMmmCpj1qJmMYG3n61XVHvbpYVJA6uR2FK72QOy1JLS0bUpdz5W3Q/Nj+P2roAAAAOAOMVHDGkMaxooCqMAVJmuyEOVHBUnzMWlpKM1oZjhXBfFm1im8ICZ/vxTqUI967zNZuv6PDrujT2E4yrjKn0bsaGNHzNAwWbJ56da1Zr12gUB+AMdelUtY0e90HUZLK/heKRD8uejj1B7iqLTllwuQOtYM6E9DQluA0S7x2I+lZ0kz8DHy9jR5jNgc57AVZt9OaeRfNJCjtQ5WC1xdM0u51W4WOEfLnlz0Ar03R9Ii0q0WGLv9445J9ao6BBDb26JEgG2ukLZTI9KwnUudEKdi3YnAHP4Vv2smFGe9c9YoQea2oCeKwvqatGmp3Ckli4yvWiE8CrOM1aMWQRTSQ4DZK+hq5HcJIMA4PoagdRVS8uLTT7SW7vJkgt4V3vI5wAK2hUa0MZ009TVZ1QZYhR0yTgZ9KU9/wCtfMnjPxePE2sGW0ia3tIuIwGIL/7TAHGa1NA+K+vaHBFbT7NQtYl2qk5w4/4H146V6Cg2rnE5q9j6GpK4zw18TtA8QKkMk4sL1uPIuTgE/wCy3Q12QOQCOh5FS00VdC0opKKQxaQ0uaKYFjApe1ITTdxrG4DuKCVUEscAdSajklWFS7sAB61h31+92xRcrF6Z6/WolJJGkIcxJfX32lvLjP7oH86okAUqgKOlRyyBRXNNtnVGKirIrXEwjUn06VjXNxuz696nu5suRk1g23jrQdHvZXntrm9uI2wgjCiMH1yTz+VFOjUrS5YIdStGkryO58P+GA+281FMk8pA3p6t/hXWBAowAAO1eMar8aryVdmk6VFbn/npcv5h/BRgVm23xj8TQyhrhLC4TuhhKfqDXqU8BUS2PMnjYSerPfO1IzBFLOwVR1JOBXzzqvxY8U385a2uU0+LtHboCfxZgSa5bVfEes63IG1PU7m629A7/KPoowP0reGXze7sZyxcbaH1Bf67pGlwedfanaW8fYyTLz/U1y118W/CNtu2Xs9wQcAQ27HP0JwK+cy5HOajaSumGXR+0zF4qT2R6p4t8dReMZjb2NuYrG0j8zfKMSSHIHQHgCqV1axvsaG9e2R0H3HwD+dcFpWoLZ38cj5MZykgHdT1rr5IRcWSRuT8owpXrXkZlh1QqK2zPYwFZyhZ7mjb6UHTB1G4kz3Eg/pTLrTTYNHcRXMpVWG5WbOamtIo7OzVVySPeq19eMylXHy5wFHr615r10OuUrs0ZLuGaJscECqS3gCufMIA4GayGupDGADz0JqaC2Mxy/TOQPWk0K5oWCG8uzO/3V+6K7fw/wD8hmz5/wCWgrmLGHYoCgAdMVuWbmCeKUHBRg2foahStJA1oz1bFC9K56w8baLf60NHE0sGosCywzRFd4/2W6N7YNdCOK9ZJnn3FxSUtFMQlFFFABRRRQAVUm/1jVbqpN/rGprclkZ+7xXFa3dG78QGNeUtwIx9eprrb27WysZrl+kaFh7ntXE6ZGzsZZeXclmPuayry6G1COtzYsozxkd61yoEYNQ2kfy9KnkB24rlOgpXDbUJNXtKtvJt/McfvJeT7DtVeOAXNwqH7g+ZvpWtit6MNeYyrT05ULR3pTSd66jlFooyKOgJPAAyT2FCAUUtcpqPxI8IaVctb3OuW5lU4ZYgZMH6gYqhe/F3wba2D3EWp/anA+WCKNt7fmMU7Ab3ijStFv8ASJ5NbSFYIELGeQ7TF7g/0r5d1nWLCPUJ10eNza5xHJMPmI9cdq1fHPxL1bxk7WufsmlK25LVTnJHQue5/SuGJz1oUUO51fhW7e61SSG4feGiJUEDggg11X2bY3HSvM7G8lsbuO4hbDofz9q7zTvEdneIu51jkPVWPeuPEQle6OrDzVrM6fTbhkcDPHeuutZFkhz3xXBpMoIZJEOf7rA1s2eqPEuCP1rlcJdjrTXc6+B+elaUEvIrD06UzxiRmCrjqxx/OrMuu6Npo33mqWsYHJzICfyFChJ9BSlFLc6iE8CrgbGDmvN7/wCLvhuxjItEur2Tt5abFP4muK1r4wa7qAaPToYtOiPGR88h/E9K6oYebOSdeCPaPEHibS/Dlm0+pXKxnHyRZy7n0C968B8ZeOtR8XXPlkG301HzHbA9T/eY9z+grm7m7ub64a4u55LiZuskjFm//VTF+ld1LDKGr3OOrXctEKoxmlzSUma6jAdkYrsPC/xE1vw0UhE322wB/wCPac5wO+1uq1x2acrVLVxo+n/C/jPSPFdvmylKXKjMlrJgOvuB3HuK6DGK+R7a5ntLlLm2leGeM7kkjYqwP1Few+C/iyk5Sw8RkRynAS9Awrem8dj71hKm1saKZ6vS5pqurqrKQysAQw5BB6YPenYrMu5LUN1dxWse6Q84+Ve5qG9v0tFwPmlPRa5+WWSeUySksx/SuSdSyOmFLmLFxeSXcm5zhey9hUYpiinZwKwu3qdSjbRBI4VeazLqbrzU9xJuPFVoLdr28jt0+8x5PXA7mpbb0QjhvGOvm1jNhbPi4kH7xh/Ap7fU1wDKSm4dua774heBZtDmfVrSWS4sJpP3hfl4XPqe6nsfwrh0AINfS4KnCFJcu/U8HGSlOp7xCiZzk0pTBoDYbjuBTicmu04rEDdajYVO4phGRVxYIrN0qCQ4FWXUiq8inBq0aQKxkrpNL8RR+QsFzIIpFGAzHhh9exrlZMg1ETzWOJwsMRG0z0KFR03dHpSak01uPKPmIRkMpzTFW5nIUJtBO4knk15/a3lxZyb7eZ4z/sng10uneMJUwt5biRf78Zwfy6V4GIyqrDWnqejTxMH8R0sVjkZfOe9a1rasoAA4x3rOsvEGjXZAFysTHtKCn8+K6O2ltpEBimjcdirg15E6VaDtOLR1RlTezJbaHyxjqTV6PHFQrtAySAPUkVn33iPTNMBE1wJJAOI4vmY/lwPxqYUalR2ignUhBXbDxaIF0J7mTK3MDK1rKpw6SZ4wa2fCfxftLiOKy8R/6PcgBReKMxyH1Yfwn36V5XrviG51udS6+Vbx/wCrhBzj3J7msfNfS4XAuNHlqbnz+Jxl6t4bH15DKk8SyROrxuNyspyGHqDUlfNng7x9qfhOQQqftWnFsvaufu+pQ/wn9DXvPh3xVpPiiz8/TrkM4GZIH4kj+o/qOKwrYeVJ+RtRxEZrzNrFJSnrQawNxKQmlpD1oGGaqTf6xqtVSuZEiMjyNtjQbmb0AHNNCZyvjC+wkGnoeWbfJ9Ow/PmoNLiyorDkun1XVpbx/wDlo3yj0UdK6bTYiqr71x1Jc0jrhHlRtxLhabKcg5p6fdqGY9h1JwBU2HcnsU2xF+7nP4CrlMRQiKo6AAU7tXbBWVjkm7u4tFZmu+INL8Nae17q12tvCOADyzn0UdTXgni74za3rE8lvozvplgDhTH/AK1x6lu30FWiDrviV8WLzRNYk0XQTEs0HFxcuoba391R047mvHdS8X+IdYBW/wBavp0J+40pC/kOKyJJXmdpJHZ3YlmZjkknqTUQ61qoiYHrSZPrTiKTbQ4gIBmjBqRV+XNOC81cYLqTzEW2jOKsxorllPaonjKHBFJwGpDoQx53EfjVoS3I4Wd8f7xqCEEIDUm5jVciIlJp6EjNcy/6y4kIHYucUqW4BzwT60xd/eplBPU01FIlyb3JVAGMGnADFNAp4NUSKKWkooAKKaTRTAdSikpDywQdev4UDJQeKXg+9MHp6U6gDuvAvxGu/DM0dlfu9xpDHBUnLQZ7p7e1e/21xFd20VxBIJIpVDo6nIYHoa+RtuRzXrXwg8Wusv8AwjN5LlXy9mzdj3T+o/GsakOpcZHfHdIxZiST1JpQtJnmjdivE3Z66HcCoppcKfWh3xVGeXc9N6FDZHJ6VyHifXNZ0LU7K6sBPbxKCRKU/dzEnBU9iOOlb2q6gmm6bPdydI1yB6nsPzp/g7x3p3iK0XQddt7eOWRdihv9TP7YP3W/yK68FSk5Oo1dI4cXUVuROzNnw14r0vxvpktjdRIlw8ZS6s3OQynglfUfqK8b8S6K3h3xDeaWzFkjIaJz1aNhlT9ccfUV1njPwZdeDbpPEPh+SX7JE+8r1a3Pv/eTtz+Ncx4y1+PxHJp+tKnlym3+z3MY5CyKSQR7EHI+mO1exQilLmh8LPNq3cfe3RzfQr/uj+VSCo3PzD6UoNdxxCsOKYBT85pKaE0RstV5I+tWzzTStXcFoZcluTzUBtWPStcxg9qTyh6VXMbRrNGUtoehqeO1xV7yhTtnFHOEqsmQLDgc1Kq7ei4+lPC0uKhpPcydRiZbHU0ozS0lLkitkJzb3A0lBooIDNWbO8udPuo7qzuJILiM5WSNtrCq1KOlJpPRgm1se2+Dfi3DfGOw8RFLe4OFW8AxG/8Avj+E+/T6V6kpVlDKwZSMgg5BFfIQNdx4M+I9/wCGmSzut93pfTyifni90P8AQ8fSvPr4O/vUzuo4tr3Zn0Ic0lU9I1nT9d09L3TrlJ4G7r1U+hHY+1XC4zXmtNOzPRTTV0Fcf431AQWosUbElyRu9Qg6/nXXlhXmPil2m8V3Sscqm1VHoNoP9aibsjSnHmkV9Pg3SAgHFddZR7VUViaXBwDXS2y4Fch1yLA4FRBd10g9OamYcUy1G6aRjzgYq4K7RlJ2TLtVb+7FpBu5yeMj+H3qpr+v2PhrRZ9U1CTbBEOFH3pGPRV9zXz7f/GTxJc6s91AlrDCT8sBTcAvoT3ruUX0OK5d8f8Aw/1y1E+tLqcusW2TK7OD5iKe+3pj1xXlvevfvCHxV0jWJl0zUbUWEsuFQFt8Lk8Fefug5PWuJ+KngOPwzqQ1HTAf7NuH2sn/ADxcjIH0I6fQ1Sb2YHnap8tMC5cAVZI2pUaf65a6bIzuBTnFIE5P0qR1IkzTmXb+VFhXY2JN0RoU81Jb/wCreo8UwCD/AI+cetWpI1lyveqkR23KVYkDLJn1oBhHG0aFSO9P2jFM3H1pQfWgkcoqQVGnJqTNADh0pRSDgU4HigQ6ik3UAgmgBh60p+WkUbmLdh0oY5KjuTTAfnHJpkPQuerHP4USn5go6n+VKG2rnPA6UDH5p9MjBxluv8qfQA4dKltriW0uobmCRo5onV0ZTghgciohS0nsB9H+bR5marl8npikL4FfPnu8qJJZeKoyP8+adI/WoCcnFTIZwHjzV2nvItNjY7If3kvux6D8B/OuTRuOpB9q9U8S+GItathJCoS+jXCP03j+639D2ryyRGhkeORSkiEqykcgjqK+ky6pTlRUY7rc8DGwmqnM9j3D4d+LP+Ej0mTStSKy3tumH8znz4jxkjuecH865BPBtnp/j658K3audO1SAzWUo+8m1t2AfVQGX6GuN8P61LoGu2upxE/uX/eKP4kPDD8q+hWhs9Q1ix1FE8x7aBjBIBnCy4/oKmvejL3dmOi1UjZ9DjNU+DVhKpbStSnt37JcASL+Ywf51w+p/DnxPpe4nTmu4gf9ZaHzB+X3h+VfQwODyDTscZFYwxdSO+o54aEtj5TuLS5tCRc208BH/PWJl/mKhHzDIwa+r3+dSsoDqeocZH61lXnhHwzqXN1otkzH+JYgjfmuK6Y4/wDmRi8H2Z8y0hFe93fwj8MXBJgF3aZ/55Tbh+TA1h3fwUQ5NlrhHotxB/VT/StVjabM3hZo8hC0uK9Cuvg/4jh/1E1hcgf3ZSh/JhWFeeAfFVgrNNolyyjq0OJB/wCOk1qsRTezM3Rmt0c0VppFTzQy27+XPFJE/wDdkUqfyNMx7Vqpp7GbTW5GBSYp+2nBad7ARYxSYqYrTQvtTUhMixRipSlNxzTJsMop22kPBp6CEpR1ooosI2/DfiXUPC+pre2MgweJYX+5Kvof6HtX0R4c8R6f4o0pb6xfB+7LCx+aJ/7p/oe4r5crpfBXiubwpra3IBktZgI7mLOMrn7w9x1/OuLFYZTXMtzqw9dwlZ7H0pXneuRbvFN656Bl/wDQBXoausiB0YMrAFSO4PQ1xGtRD+3bpvVh/wCgivCrbHu4drmuPsF2oCBwa3IeBmsqzXCgCteIjZXMdDHs3FOtFIRie7VDIcfQV598TPH8/hSxttM0tgNSuo/NMxGfJjzgED+8ecelbUVeRhW0ibXijTtC8S3EEOsh/Jgz5aO5RCT1bgjniubv/gp4c1CIvpl/LZtjhkcTxk+46ivC7q8vdRnaW8u553Y5LSSFs1PZXt9psglsb25t3HeKUrXoKD6HFzJHV+I/hP4n8Mxm8WJL+zjO77RZncVA7leorotX8Y2/i34ZTLMwXVLaJY7mNurFSNrj2PP0NJ4R+NOr6XItvrw/tC0OAZQoEqD+TfjWt4/8I6X4ogsfEPg5oRLqD+TKIjsSXP8AeH8LetTJNPUadzxeUfJVU/LIDXY6z8P/ABXoij7ZotyUI4kgHmqfxWueutE1WBR52mXseem6Bv8ACui6sQk7kUq7kBH1ph5iBq5NY3dnbqLq0uIMj/lrEy/zFUiy4C55p3RIsBxG4qNBkmnxEAMCw/OiMfvDyKLoCKUFJFb0q86l4Q49KhlUFD64qeDPkAY4xQDdysoNDMelOb5OKagzzQImXhc1IBxTFGenNPY4XmgAFO6U1fqPzp2RnqPzoAWg8CjFDDIoATG2Oow2Z1HoM1M4+XpVaFs3R/3aYDgxJZu5OBT4/mIP8K9Peq7sVITHJ5qzGMIooAmBpRTR0pwoAcDTqZT6APfy+DTWfPSoS+WNJur5094ezDFJEN0hJ6DpUDP2qxDwoqGwLFec/EDSBBdx6pEuFnOybH98Dg/iP5V6FvxWD4tRLrwzfKwyY4/MX2KkGuvBVnTrJrqc2KpKpSdzyUvird3rt9cTWBF3NGYLNIV8uQrwGbHQ1XtLG71K4ENrHkswTexCopPTLHgV6da/CvSZ44FmurtJ0iVHeJhtJA5IBHrmvpMTXpQcec8ahSk4uxxlh4z8Safj7NrV4AP4Xk3j8mzXVaZ8YdetiBfW9neqO+0xMfxXj9K0Lr4MgLmw1o5/u3EP9VP9Kwbz4V+J7XcYYLe8Uf8APCYZP4Nis1Uw1QTjWieh6Z8WPD1+ii9E2ny+kil0/Bl/qK6O08TaHfYNrq9lLnsJlB/I4NfOF7p95pkvlX9pPayf3ZoyufpnrVcgHkgH6iplg6ctYsaxE1ufWETiRdyEMPVTkU/oa+VLa+u7Jw1rdTwN2MUrL/I10Vl8RfFViAE1Z5kH8NwiyD8yM/rWEsFJbM0WKXVH0XjIoXI6V41p3xn1KIhdQ0u2nTu0LGNvyORXVWHxb8OXOBci6smP/PWLev5qT/KsZYepHoaRrwkdtdW1veRlLuCKdD/DKgYfrXLan8OPC2qZJ077JIf47RzH+nT9K3NP8QaRq4zp2p2tzntHIN35Hmr+OcVmpTgU1GR5Nf8AwVlDFtM1lWXsl1Fgj/gS/wCFc1qHwt8V2ILJZJdoO9tKGP5HBr6CSnVtHFVEZSw8GfKV5p97p0nl3tncWz+k0ZT+dVsV9ZTQxXMTRTxJNGeqSKGB/A1yWq/DDwxqmWSzaxlP/LS1bb/46cr+ldEMavtIxlhX0Pnrmmsten6t8GtTt9z6XfwXido5h5T/AJ8qf0rhNV8P6voj7dT064thnAZ0+U/RhwfzrshiKc9mc8qMo7oyscUmB3p3HakNbXMGhuBTak7U0DNNMdhvWjtQeKTFNk2Po74bav8A2x4IsWdt01qDbS/Veh/FSKj1dc61cccbh/IVxfwU1Mpf6ppbN8skS3CD3U4P6EflXcat/wAhi4+o/kK+bx0OSbR7+BnzRQ626jitBDwKo244zVxWFcCO5hM3HXivMNY8KQeJtXk1DVp5pZQvlIsZEaIgzgAD+del3DfKx9qxbW2DncwoU2noHKnucBN8ILK6TNje3Fu3YSAOv+NcD4h8I6v4Zm239s3kk4S4QZjb8ex9jX0rBHtUcVLPZwXttJbXUKTQSDDxyDIYe9dNPEzjvqYVKEHsfJYWuj8F63d6T4m02CKVvs1zdxpNET8pyw5x2PvXR+P/AIbyeHg+qaUrzaYTmSMctb5/mvvXCWEv2fV9OnP/ACzuonP4MK71OM4No4XFxlZn2cg/cjHFVrpS0RHWrFuS0PQ49cVHMQo5I5rmNStbiGeLyLiOORR/DIoYfrUU+i6YG3DTrT/vwn+FRSZimDVpxyrNFjuRTuLQyz4c0S4iKS6RYuvobdf8Kybf4f8AhISzj/hHbAhuuY+n09K6iE7JGU9qEUJKSO9HMFkcfcfCfwROCDoSIT18qZ1/rVaf4J+DrqLbBBeWjD+KK5J/Rs13xHNSxNjinzMLHjk/wB0RZ+dY1Fl/u7UH61rWfwa8GQIqyWd1Ow6tJdNz+Ar0O+BVt/rUCuMe9PmYWOfh+F/gpU2/8I/bH3LNn+dTxfDTwZBKHTw/aE/7e5h+RNdPHwop+aV2Fkc63gDwievhzTv+/VK/w/8ACUkXlnw/p4X/AGYsH866LtTxRdgcTP8ACXwTMSToqxk945nX+tZF78DfC06H7NJqFox6FZt4/JhXp9GOKOZ9wseA6r8BdTijY6Xq8FwMH5J0MbH8eRXIP8IfGVojznTY5kUEsIp1JwPavqhz8jCqfkq1nOH+66FTg44PFUqkhcqPkHSPCWva8xuNO0m7uYt5QOkfy5HbJrp4fhL43mIH9imMf7cyD+tfSelWFrpdjBY2UKQ20KhY406KK0FzT9qxOCZ852/wR8WyEeZ9hhH+1Nn+VacHwF1lsedrFlH67UZq99xSgUvayD2aPEE+AEpGX8QID7Wv/wBeib4ByiFjD4gVpcfKHt8An3Oa9xxSEZpe0kPkR43uJJppfHeojJ1pvLnA4HevFbPYJ0+Y57VYD7RUAcKABSqstw4jiRnc9FUZNTcAknxWTf21/wCIFm0XSlV55AFnlbPl26HqXPqey9a6+28IPNsa9uTHGfvRwHDn23dvw59xXR2dja6dapbWcCQwpyEQYGfU+p9zzXXQp8slNnPWqKzjE+UtRtLqyv5LG43LJbzFWj3ZCuDg+2fevpa2ysqO3XAzXgXjVWt/HWrlcbkvXcZGRnORWrYfFXxBacXMdneDdnLx7GHtle34V9Di8NOvGEonmUK0YXUj6HjHFKx2mvKLH40JtUXeiOD3aCcH9CK3rT4teGrrCz/a7Rv+mkO4fmpNcDwtVbov20Hszu5ILe8hMV1BFNGeqSoGH5Gucvvhx4UvGZjpKws3e3kaP9AcfpVrT/FugagQLXWLN2P8JlCn8jg10MbrImQQV9QcipTqQ7j9xnm1z8HNGlybTUb63PYPtkH8gawL34OavEc2Oo2dyP7sgaNv6ivZiuDxSqTWixVRdSHQg+h853/gXxNpoZp9InZF/jgxKv1+X/CudcPG5jkBRx/CwwfyNfV/vVK+0vT9Sj2Xtnb3C+ksYb9TW8Ma/tIylhF0Z8t5KsHBIYchhwR+NdFpvjnxLpiqttq87Rr0SfEq/wDj2a9W1L4WeGr7c0EM1jIe9vJ8o/4C2RXJ3vwc1CMs2n6nbTp2WZWjb9MitlXpT3MnRqR2I7D4w67Aw+2WlldL3wpib9Mj9K6/S/i/oV5tS/gurFz1Yr5ifmvP6V5lf/D/AMUafln0qWZB/HbsJB+nP6VzssMttKY54pIpB1WRSp/I0exoz2D2tSG59P6fr+j6sB9g1O0uCf4UkG78utaJX1yK+TBkMGHDDoe9dDpfjvxLowC22pyyRDpFcfvV/Xn8jWMsG18LNI4nuj6Sxio5VSSNo5EV0bgqygg/UGvJ9K+NTYVNX0kE95bR/wBdrf413Gj+OfDuvFUs9QRZ2/5YT/u3/AHr+BrmlRqQ3RvGrGRka78LPD+r7pbRG026PO63GYyfdDx+WK8u1/4deIdBDStbC9th/wAt7XLYHuvUV9Ck7WxTZCQMjORVU8VUpkVMPCZ8nFvlOKQcDNezfFTRdJfQZ9UFusOpI6LG8IwZizAbWA68ZOevFeZ6T4P8Qa1IiWmmTbT1lmHloB65NepSxEJw5nocU6EouyMInPNFer6d8HVZAdQ1Ylh95bWP5R7bm6/lW9B8KPC8eA6Xs+Ope4Iz+QFKWNpIaw02ea/DjUP7P8eaYxbCTObdv+BjA/XFex6r/wAhe4+o/kKhtPh34XtbmKaLTP3kbq6MZnJDA5B6+oqxq3Or3B9x/IV5GPqxqNSiengaUqejCBsDFWlbNUYjzVtDXmnoBcHCN9Kr2oAQCpZTuGPWo402kUkMvwjIq0qADNRQAbRxVjoK1Rm2MdFdCrKGVgQysMgg9Qa+d/ij4I/4Ri5F/pyY0u4f5VH/ACwk67foe1fQ7PiuY8b2cWpeEtQtplBV4yQfQjpVwqOLM5wUkfOtn4z8S2pHka9qSAdALlsVuwfFjxtbRBV1+Z8dpo0f9SK0PD3wev8AX9FtdRt9Xs41nB/dujZUgkEE/hVjUPgb4ttl3QfYboA/8s59p/IivRThY4ZKV7FE/GrxiEAknspcd3thn9Kt2vx28SwFfMtNOlA65Rl/kaxLn4T+NYeToruB/ckU/wBaybjwF4qts+boN7x3WPd/Kn7g1c9Kt/2gr0ZM+gWzkjrHcMv8xVxP2hGLgv4cGO+275/9Brxs6DrETESaTfKR627/AOFNbTr+P79hdKPeFh/SlaIO57vF+0BYHBm8P3S/7k6n+lXofj34dc/vdO1KI+oVGH86+dysqffikX6oRTfMQdTRyIm7PpKf43+DpohufUEbPQ2uf5Gs6T44+FomxHb6nKPaEL/M188PKpOQRTVYZp8iK5j6MHx+8PdtL1Q/gn+NL/wv/Qj00fUz+Kf4187B8U7f6fpR7NE8zPopPj7oBIzpOpgevyH+tadr8cvCExUTDULbPeS3yP0Jr5ojYnnBAHcipN4I4IIo9nEXMz6xsvif4NvyBFrtujE42zAxn9RXS2up2N/Hus7yC4GOsUgb+VfFSkHqKmS6msj5ttK8Eg6NExU/pSdHsP2h9pA7twrlvHXiyHwZ4X/tGW3a43zpCsSuFLZyep9hXz5onxU8Y6PjZq7XUQx+6u1EgI+vUfnUnjv4k3vjnSNPsp9OW3a3laWRomLK5xgcdu9R7Np6lc1z0W0+P+iEDz9F1CMjjCujf4Vbk/aA8P7R5Ok6k7ejbFA/HNfOyK2eQamXIHT9Kv2aFzM94k/aDtv+WXh6c/71yo/pUP8Aw0HJn5fDq497v/7GvEkhlf7sbt9FJ/pU4s7r/n2n/wC/Tf4VSpx6i5mezf8ADQcv/Qup/wCBf/2NTQfH9C48/wAPMEPUx3QJ/UV4p9juf+faf/v03+FDRSxLmSKVB6shAo9nAHJns2QW65q3a201z8tvE8h/2RmuvtPDWnWpDGMzOO8hyPyrVVEQYRQq+ijArw1Qb3PUdddDlbLwxK533cvlj+4nJ/PtXR2tlb2Uey3jCep7n6mpzTO1bwpxiYzqSkOopvHrS+taozZ81ePct491v/r6b+QrmnXng12PxIt/I8f6rwPndZBj3QVyLcmvqKLvTR5EtJMtQ/cFB60Qf6sZ7U9hmn1M2RnnrzV+x1zVdNINlqN3b/8AXOZgPyziqRGKSpkk90CbWx3OnfFfxRZYWa4hvUHa4iBP5rg10ll8apcgXuiofVreYj9GH9a8jBwakDelYyw1KW6NVWmup71ZfFvw3c4W4W8tGPXzItyj8VJrpLDxJouqgfYdUtJj/dEoDfkcGvmQGlPY45HQ1hLAw+yzRYqa3Pq0Z79KdXzFYeJdc0sj7Fqt3CB0VZSV/I5FdRp3xd8RWu1bpLW9Qdd6bGP4r/hXNLAzWxqsVHqe7L1qO5sLPUE2XlpBcp6TRh/5ivOdO+MmmSlRqGm3VsT1aJhIv5cGuv0zxv4a1Rgttq9uHPSOY+W35NisHSqQ6GqqQkZ2p/C7wxqAZobWSxlP8drIQP8Avk5FcNrHwf1S1Bk0m6ivl/55yYik/wAD+de1q6ugdWDKejA5B/GmMeaca9SHUTowkj5e1LQ9U0htuo6dc22P4pEO38+lZ24Y9q+rnCyIY5FDxngqwyD+Fcbr3w38PawHkig+wXJ5822GAT7p0P6V1wxiekkYTwr+yzyfQ/Huv6CVSG8Nxar/AMu9yS6j6HqPwNeneH/ipourlbe+/wCJbdHgea2YmPs/b8a828Q/DrXNDVp40W/tByZLfO5R/tJ1/LNcYxPI5PbFbSo0ayujOM6lN2Z9IalrukwX7Q3Oo2ULJhyZpVG30IGeTVMePPCaEodbtzzzjcc/VsV87S2l3HJm5tp4gOnmRsv8xTwwwBkfnWawNPrI2niJLZH0rB4w8PXJAj13T/ZfOAx+eK04dU0+cjyr+0kz02zqf618sYB7ZpNgHO0flR9Rj0ZmsXLqj61iO9gV5HqK5zVGJ1q7X0Zf/QRXjnw4uLoeOtIhiuZkjeb50WQgMoUkgjoRxXrWsSmLxBcE9Mrn/vkV5uNo+yajc9DBVfaO5JHJtb1q4sgK8VQUg81OpCjNeeei0T7tzgVKhAcE1XgO5yfQVZpIlluNsUrzECq4cAVXuLkKpyaq5HKWXuMA5GK5nxRfgaTNGD8zjAFOudV28BuKj0/QD4gf7RfhxZDomeZP8BTinJhJqKKXwp1GSbQ7yPY3k2966wyY4cHBOD7HNetQsJoAfUVgTQR21pDFBGkUMWFREXCqPYVo6TcBg0Z7V2rY4W7sW4Xyz7GqjgE8Vp3qho/Wscsc4PBpoRfjjXYDjmpkhR1YMi/lUNu3y4NW1xjIqtQKsdrbSM8ctrC/+9GDVefQNGlOH0mxbjPNuv8AhVvcEud3Y9aZcTAXaHJ2sKV33AyJfCegbudFsOef+Pdf8KmtPDWiLCQuj2IGf+eC/wCFaj4LipoF2xUXfcLIxv7B0ZZSBpNiP+3dP8KdJo2kxqGTS7EYPa3X/Crk/wAkxJ6HpTJHDQEA0XYWRJb6Rpk0BVtOs2QjkGBcfyrIvfAPhO9LC40CyJPXbHt/lXS2H/Hun0pZxg5ouxWR55P8GPB14reTa3No/Ywznj8DkVyWu/ACRIi+la9uz/yzuogP/Hl/wr2y2YecR61PcjMXHaqU5IOVHybqXwx8W6IG87S3njAz5tswkBH4c1638IPDqWXhP7ReWii4upWZhLH8wUcAYNekXV3HaQLPK4REUksxx+tZbeI9Ctv9drWnIe+blf8AGhzlJWEopO5px6Tp+c/YLXn/AKYr/hU/9k6d/wBA+1/78r/hWIPH3hGHh/EWnfhMDTD8TPBannxFZ/gSf6UrSHodIlnbRcR20KD/AGYwKlESEf6tP++RXK/8LN8Fn/mYbX/x7/Cp4viJ4Ql+54hsfxfH86VpBodKIo8f6tf++RUNxYWt1EY57aGWM9VeMMP1rNg8YeHLg4h1zT3J/wCnhR/M1owahZ3XFvdQS/8AXORW/kaNQ0Mg0maTdn2pprCxqBNJRRQMKXNJnikoBniPxfszD4thusfLc2qn8VJU/wBK8671658a4sLo8/tLH/6Ca8ir6PBS5qKueVXVpss25yMe9T1Wg4f61braW5g2RMM0mMVIRTSKQJjaB1o70E4oQyQGn9qrhuamByKAFpjcGn0jDIoJ6jVfPFSBgevNQ4wadnikUadh4i1XQ336df3Fuf7qOdv/AHz0NdvoXxou4GWPW7RLmPvNbjY4/wCA9D+leZS8rVUcVEqFOa1RpCpKPU+otH8ZaD4gQDT9QjaU/wDLGT5JB/wE9fwzWu3K5Br5LR9pBBwR0I6iuv0H4keINExGbj7bagY8m6O7A9m6iuKrgOsWdMcUvtHvU5PlGuY1Dwpo+qazbX72iLdQOsheMbfMx0Djoefx4qjovxN0PWFEF65024bos7ZQn2f/ABrHT4taHDqNyj2N26LKUWWMqQwBxnBINcaoV07RTN+eEldnqEShjgoHz/f5FE2kaZcAfarCykH91rdD/SuLtfiz4ZkUBmvYfdrfP8jWlD8SvCD8nVCp7+ZA4/pR7GsujH7SmzQuPBnh28P77Q7AIP7sIU/pWXdfDLwpd/d0z7OR3gmZf6mtKLxt4avCBHrtj9Gk2fzArVtr60vF/wBEuoJwP+eUiv8AyNK9WPcF7OWmhy3h34aaXoHiOLV7S6uW8lWCwy4YAsMZz14p/iAg65dfVf8A0EV2sA+Un3rhfED41+7BHdf/AEEVzYmcpK8jpwsFGegtvITGM81Z8wBCT0ArPtZlPy9KvKvmDb2NcdztLtqMRAnqeanYgUxAFUAdqjuJRGmcigW4kkwUHJArGvLoykhTgUt1ceY/y8CnWGmTajJ8oKwg/NJ/hTUW9hNqKuyHStIbVrs78i3jPzt6/wCyPrXcoixqqIgVFGAB0Aplraw2dusMC7UUfn71NXdThyo4alTmZzHxBn1K18Eajd6RO8N5bKsysuDlVYbhg+38q8Esvi14ztbjemsnnj5oUYfyr6av7JdQ0+5s3GVnieMj6givjGaJra6lhb70TlD9QcVvFIxPVofjf4ugAE5srkd98G3P5Gmn466x526XSbFvZWcV5okgkQeveq0y4atXFWIi3ezPaLb9oKVCPN8PRn/cuSP6Vqw/tCWzLmTw5L+F0P8ACvn9eDVpF+XNSoJ7jk2j3UfH7Snf99oV6g/2ZlNTL8dPDckimS01FAP9hT/Wvn+Y4IqM/WhwihxbZ9LJ8dPCJUFl1Bef+ffP9atH45eDRgB78L3Jtj/jXy+g5qc5280ezQOVj6YufjR4JkhBF5d7u2LVqrRfFzwfKAP7UZCevmQOK+bGOBjtUWcHik6aBSPsKy+JngsWiZ8RWQOPVv8ACp/+FheEbxxFb+IbFpD0Bk2/zr5G09vkcZ70XXHB6elNUbic9T7OtbmOXbNFIkkbdHRgQfxFav31wehFfFGjeLNd8PS7tK1O4tQDnYrZQ/8AATxXfad8dvFtuFFz9iux33w7T+YqHSfQrmPQPjtqElh4IjtUbb9rmEbe6jkj9K+awASflFdz8QviXe+ObOxtbmxgtVtnZ/3TltxIx36VxEW0j7taUo2Ik7omQEjHap0BFMjPtU49q1MhQDS446UBuOadQA3aPQflT4ppYXDRSSRsOQUcqR+VHakosgPrXNLnmkpK8w7h1JSUUAFHem0uaQHl3xtmQaXpEB/1rTu4/wB0KAf1IrxtTkV6F8Zb/wC0eLLezVsra2q5A7MxJ/livO0619FgoONGJ5tbWTLER+cVdHSqC9avocoPpXRI5ZC009adRUkERFNNSkU3bmgtEWcU9HoZCKi5U0xlsc0VHG2RUlIl7kT8HihelPYVFQUhX6VVbhjVsjIqo/DGqQLcUGnK1RjpSg4pjaK1zMRIcHilthkZqpKT5jHGRmrtryo+Qj8ad0byjaBeiHAqShAAOhFOOCOKls4mMPNLHJJBIJIZHikHIeNipH4ijvTWpOw02j6C+FN5qOoeEXutRvZbpmuXWNpTkqqgDGfrmoPEfHiC7Puv/oIqT4QNu8BoP7t1KP1BpPEkZbWrraQDkf8AoIr5rHL3n6n0GBd0vQzI2+b0rUgmCIMnmsBmeNsHt6VLC9zcSCKFGdz/AArzXnpXO9tG+9+APvVRlu5LmQRxKXfsoq5ZeGrmYhr2Xy167EOT+Jro7WwtbJNsEQU45Y8k/jW8KLZzzrpbGNp/h4sRLfH38pf6muijjSNAiKFUDAA7UUoOK6owUUcs5uWo4UtNBpc1ZmKDtIPXBFfJPxA0/wDsvx7rdqBhRdNIv+63zD+dfW1fOvx1037L40gvlHy3tqpPH8SHaf0xVR3A8ygkIkAPSppkLDNVBwwNW423jGa3i76ES01KvQ1bhbcmPSq0q7WNPt3wfaktwlqh9whxuFVq0JAGQ1RdSGNVJBB9BU7VP2qqDg1aTDIKIsJkUlRVNKKhpSHEu6e2GIqa8/pVW0OHq7c4MWatbEPcy+9W4h8tUz1q1CfkqUORNbabeardtFZQNK6jnb2HvXSWXw28STgEW0KA92lArT+G9uPJvbkjlpAgP0r1uzGBjtivNqYqSm0j0KeGjKCbPLrT4Sa5KR5l1ZRD3Yn+lacXwX1JgN2sWgz6Rsa9XgAxV+PpU/Wqg3hqaPIk+Cd4fva5APpbk/1qUfBSb/oPR/8AgOf8a9dBpCcUfWqncX1en2PHZ/gxfIpMOs27n0aErWLqHww8QWMTSRi3ulX+GJ8N+Rr3aSTFULiVRkk0li6l9w+rQZsE5oopM1oYi0hpM0UAFA5IFFZviC+GmeHNRvScGG3dh9cYH6kU4R5pJCk7K587eLtQOreLNTvckpJcMEz/AHV+UfoKxQeakkBHeosc19TTjyxUTym+Z3Jlq5C2VqiD0q3Ae1KRkywRSU6kPSoRDQhpM4paa2aYJgWqGSnnNNYZploZG3FWFbNVOhqWNqAauWD0qE5BNSg5GKY4wOKQkMBzVabhj71P0NQzjoaaKW5GDxQTimZ5pWPGc1ZdjtvDWg2914Av7m6hDG71SOFG7gRoScHty36Vct/h1BKu6HUJEB6B4w38sV0dppraV8NfDUDgiS5lku3B7FxkfpitWw4iUV8li8dWhiJKEtD3qOHpzormRx0nw2vlUGG/tn/31Zf8apzfD/XIh8otZPZZv8RXqYPFDdKI5pXXUyll9F9Dxqfwrrdvnfp8jf8AXNlb+RrJubS4tGxcW8sJ/wCmiEV7bPVORVkBVlDKeoYZFbwzepf3kZSyym/hdi78FxjwleHd969bjPT5Fq/rWg6pe+IbmeGSFLdyuCzc/dA6Vt+E7G1sNCiFtbxwiVmkcRrgM2cZ/IVfnP75vr/SipJVnzWCneirI5q08KQIwa7nac/3V+Vf8a3oLS3tU2QQpEvooqXtRSUIrYJTlLdjhRSUtUSLS0maKYCil70gooAfXj/x904SaHpWoj70Nw0J+jDP81r2AcivJ/j5Ns8J6bDn796SfwT/AOvTW4Hz4RinRttOKUYKmo+hzW22pO+hYlG8A1AOKlRsjFRuMNVPa6JXYuxNvSo5Y+CaZavhip6VadcpVJ3Id0zNIxU8B+Wo5RhqIzg1C0kaPVEsgyKr1aPKk1WPWiYoksBxIB2rRcboPwrLj+8K1InzFVx2JnuZLjDkVLG+Bim3A2zGmA4qL2Zdro9b+H8Pl+HImIx5kzP+uP6V6NaHke9cH4OHleGdPHqmfzJruLRxgV4jd5yZ7MNII3rf7oq6hxWfA4wM1eRsighk5NMdqQnio2brRcSRFO2BurNlzNIkS9XbFWrh+uDRo0HnX7zMOIhx/vGnCPNIc2oxNgmkzRkc02us4Re5ooooAK434o3f2bwRPFnDXE0cQ9+dx/Ra7KvLvjHdnbpNkDwTJMw/JR/WtsLHmrJGWIdqbZ5JIBioCvNWXBqIjmvpjyou41eKnjOKhxUiHBpS2FIvA5ANLTImygB60+sSWFMYZp5pKaAiwaQg1NgZpdo9KbYylIveot5U81oNGD2qtNbZGV5pXKTQ6KTNTNyMiswMYpOtXYpdyiqYOPUaRg02QZiNSuMCmHkYpIVyhmr+i6XJret2OmRZ3XUyxZHYE8n8Bk1QddrkYr0f4KWK3XjC5u2GRZWpK/7zkKP0zSrT5KbkdFOPM0eleOI44bfSYIlCpGXCD0UKAKzLLhRW148hJtLG4HSOVkP4j/61YNo/yivh8Rf2zbPo6H8JI1g4xTWeq5kwKTfk0hjZjkVW9TU8vSo4YzLOkY6swX9aFuD2PQtLj8rSrVMYPlg/nzSTf65vrVwDaoUDgDAqlN/rn+v9K9WGx5kgHQUUg6UtaEBS5pKKAHUtJS0wClpKWgBQa8d+P8n/ABKNGjx1uJG/8dFew14z+0A3+g6Gv/TWY/otAHiEZycUkiYNNRsHNWGUMgNdEVzIhuzK6tg09jvHFMK4NANTHsPcFJVga0Y3EkYxzWcelTWsu1wD0NUnZ2Jkrj7iPA3VWU4NaU0fmJgVmkYPNUwjsWQcpVZxg1LGeMU2QYpPVCWjGoeRWjAcpWYOtaEDEpTgxVEV7xcSZquKt3gyM1TU4rKpozSGx7P4YOPDem/9cR/M11ltNtINcX4Uk3+GLD2Qj8mNdNC5IUg14zVpM9ePwo6m0m3jr0rVjbgYrnrEn5TW9DnYKYpIsM3FV5JMZqVjlapSv1qJDiV55MKTW7pFv9n0+MMPnf52/GsG2iN7qEcI+5nc30FdYAB06V1YaHU5sTL7JTooorYwFoo6UmRSAWvFvirdC48WpADn7PbIpx6sSx/pXtI54r568YXX2zxnq8oOR9pZB9Fwv9K7MBG9RvscuMl7ljnmWomWrZXNRlK9xSPKi2VcYoXrUrrUeCDVXuXcsxHnFT1TRsEVcHKis5bgBpKWkoQB3pc4pKKGA8MKCRim01mpCIZ4VcHAGapK5hcq3StDdVe4jDrnHNUioy6MlDB1zTOlVo5GjO1ian3gimNohuBz9a9c+A0IFtrtxt5MsMefoGP9a8mkAYfSvYvgZ8ui6yo6/aoz/wCOGuXHP9yzow796x3fjKLzfDVwR1jdH/XH9a4mzYiMc16Frqeb4fv0P/PBj+XP9K87slLRjNfI4le+fQYbWFjQXLVOkfeoYxVxMBaxRqyGVMLT9Fj83XLVD037j+HNLKRtqx4bGdejPojH9K1p6zSInpFncE1Sl/1rfWrdU5v9c/1r1InmPYBS0ylFWSOopBS0ALS02lBpgKKXvSUtAC14v+0D/wAeehH/AKaTfyWvZ68Z/aABOn6I2OBNKM/8BWgDwsGrcLZQCqYqeFsNg9K1pvUiauh8qZGRUBGKu4BHWq8qYPSraFFkXagfKc0UVLLNGCbevJ59Kr3MW1ywHFQwSGN81pcSR+oNaRfMjNqzM0Ng0rnKinTRmNj6VETxQ9EUtRvertsflwfWqQqzD0pRCexNc8xGqHer78xmqLA5qaq0uKD0sem+B59/h5U7xysuPyNdnZncFrgPAJP9lXHtN/Su80/LTBB3rxamk2exT1gmdPp6cLW5DnaBWVYptTB5xWvGPlz7UkNhMcRk1kTzgEjNaV04SEmsLm6uViT7zttH40mrsNlc3/D1uRC90w5kO0fQVt0yKJYYkjQYVFCin16UIqKsebOXM7lOiiioKA9KbTm6U2kAy4uEtLSa5kYBIUaRifQDNfMrXD3NxJPJ9+V2dvqTmvbviTqX2DwhLCrYkvHEA/3erfoP1rw5AAa9XL4Wi5dzzsbK7USWgjNKKXtXoHEQstQlOatECm7O9UFyv5RPQZqaIlVw3Bp24Rjmqsk5LZpMpJsug5oqtHMD1OKsA5FIdhTSDrS9KTNAgNNPNSBcimmMrzRclsiZSp4pvPepgrdxQy4HSmmLYpTpnBxUKt29KvsgNVJYSvzDmqNYyuKDkV638D5QItch7h4Xx+DCvIVOK7/4QaibTxq9oT+7vbZlwT/EvzD+tYYuPNRkkbUHaoe36w2NDvif+eD/AMq4KyiPlrxXaeI5dmhzLnmUrGPxP/1q5uCHCAYr47E6zR9DhtIsRY+RU4XinrHQwwKyRqV5enNXPC4zrLn0ib+lUZ244rT8JoDf3MnpEB+Z/wDrVrRXvozq/AzraqTf61qt4qpN/rjXqI8+Ww0UUg6UtUQKDzS5pveloAdRRRTABTqaKWgB2a8o+PcO/wAJabLj7l7jP1Q/4V6tXnfxsh834dyPj/VXUTfmSP60AfNNODc02imnZgXozuA5qRkyDVWF9pxVxSGFdK1RhJWZSkjwaj6VfdMiqzR4NDiWpENWrWYIdjdD0quVpOR0rOzix7mpIgcZ61Rli29KtWs3mptPUUsyAjNa7mezM08GpYecimyLg0RHDZqFozR6os54IqrJ1qw/TNV35NFT4RQWp6J8PY86Ndsf+ev9K7/RoWa/j44wa53wZpDWegwq5+aX94w+td/pdssb7lHQYrw6jvNnsU1aCRpwoQeBWgvC1FEAAKldsJkdaaAztQYCIjPaq3hqLz9SaU8iJcj6nioNYnxEVU5JPatbwlEq6bLJkFnlIJB6Y7VdFXmRWlaB0AozSUV6B5yKmaKbRxWFzUeaTAxSHNRzzx2tvJcTnEUSGRz6ADJoSu7DvZHkXxS1T7X4gi05G/d2UeW/325P6YrgMfPV6+v21PVLu/k4e5maTB7ZPA/LFV2TkGvoKMFTpqJ4dWTnNsFFO20iinVoZjdtRv8ALipqhm7GmFiN4WkPB4pn2I45qaOXsajku5FbG3ihmqbWxG1sU5BOaWJ2TIJpjXuTyuahefccgYosOze5oCTdxmlHWs4T471MlyBTsJxNJPSo550hGWNQpcp3NRuglbd2pKJHLbcik1dUJCpn61VbV3Y/d4q21pG38AzUTadGw6YPtV8qNYul1Q1NUQ8MpH41ZW4hlXAYc1nSaY4yUOfaqzQTRHLKwA70i/ZU5fCzYaFTkqav+GdQ/srxRpV9uwIbpCx/2Sdp/QmuXErj+M/nU9q0s0yQICzysEQDuScClO3I77FxotPRn1P4gcSXMFtnIjBdh7ngfpz+NUET2qC2ErIhnl82UKodzxuIAGf0q2FIr4eo+abZ9FTjyxsJjFQu2AalY81VmfrU2KK0zZBrovCUf+jXMuPvOF/If/Xrl5XySBXaeGo/L0WNiMF2ZvrW+HXvmNd+6a+aqTf61vr/AEq1VSX/AFzV6C3OCWw2lFJS1ZIUUUUALSjpSUZpgOopAaWgArkvifp0mp/DvVoYvvxItwB67GBP6ZrraZcQJdW0tvKMxyoY3HqCMH+dAHxYw7im1q67pUmi67f6ZKCHtp2j57gHg/lissjFVJdQFBwatwyjgE1Sp6nmtISJauagII4qN0FQxSc1YByOa2MdiuyCozHnirTJnpTDGScUNXDmZVUtE+5TjFaSkSRhh3FVWhYikhdoG2sODUrQp6odNH1qqODzWmwDDIrPnTaaJLqEXfQVm+StDw9pjavrVvahcoWDSeyjrWYG+XbivV/h7oJstNGoSrie6GQD1WPt+fWubFVeWB1YenzTO2sIFQKAmAOg9q6K1RVUY61l2kXPPatmFTgHFeMj032LaAAUy5kCRnmng4Ws2/kG3bu5NaE2Ma/mUCaZiNsSljn2Gaq/BjV5NS8P6msz7pUvjKcns6g/zFUfEl0LPw3qUxPIhZR9TwP51h/A+++z6/f6e2CLm2Ei8/xIf8DXbhY+62cmKeqR7t2pKBRW5zIp0UUVgaASa4f4na19h0FNNjbE18SH9o16/mcD867gDJA9a+fvG2vpq3im8nMn+jxN5EOT/AvGfxOT+NdWDpc9S72Rz4mbULLdmKi4epiBis83MsuRbpgD+NuBSrBNJk7pZPp8q16lSvCDtc4IYebReApw6YqibedT/rSvsDmnj7VH/Erj3FZfW4FPCTLe2o5I9wx0qD7Y6HEkRH0pRqEB6kj6it41oS2ZnKjNdBGQJ3zTVUPQHimbPmDFTIYl4DL+daXQrNEf2ONucU02KdqtBlI4YfnS5wexouPUzpLPHTNQtbuK2e3Smsm7qKakCZigMnrTxOy/StN7aNhyKiNlF2zVqSDnXUrC5OOlPWcntUws0HrS/ZkHY07k3iRh80rDcCCODUnlIB0NNchR0oIv2Mm6sdgLx8juK1vAVj9u8X2eVysGZj/wEcfqRVd3ODxxXWfCuy3anqV5t4RViX6k5P8AIVxZhN08PJo9LBNzmkz1i2Hy5qwTxUUQwopzN1r4+KPoGRyN3qjO45qxK4xWdK+SRTJGZLuAo5PSvR7SEW1nDAP+WaBf0riPD9p9r1aPIykX7xvw6frXed811UFZXOWvK7sOqlKf37f57VcBzVOX/j4auyJzT2G96XNJRVmY4HJpaYKeOlABS0lFMBwxS5FMFL3oAdS9qQ8VFNdQW4BnnhiB6GSQL/OhAfMXxSs5bH4j6t5mSJ5BOhPdWAxXHunG6u7+LniCx1/xkW08K0VpELczqciUgkkj2GcfhXDwMDlG79DWifQl9yvjmippIShPpUVFmh3HK2OlSrckdRUSjJoKEVabSJaRaW6HdaX7WoP3KpdDU21XHHWmp3E4osfbEP8ACaa80Tr3z2qsyFaYQc0nNroCii+lwu3bmmT4ZeCM1TAIpdxpOp3QcuuhteGdHbWdaht2B8kHdKfRR/j0r3K0QKiqq7QMAAdhXFeAdLFno/2p1/fXTbh7KOld/Zx5wfSvJxE+efkj1aEOWJo242gVpRnAqjEOQKtBsCs0akk8pVMg8ism6kLDLVbnfIrMvJBgAHmpuNHC/Em98rQY7JTh7qUZ/wB1eT+uK5b4cX50jx3pEzv+7eXyX+jgr/PFN8bal/aPiWWNXzFar5Kn36sfz/lWVodtLf8AiPT7S3J82W4RVx2Oc5/SvZw9PlpanlYifNUPrf8ADFFJ0PXPNLUMlFOiikyKwNSvqNwbTS7u5HWGB5B+Ck/0r5TiEl/qAAG4E7mPt3Jr6q1RYJNKvI7qQRW7wOskh/hUqQT+tfOlnp8drEUjbcmeZMYMnocdh7V24eqoU5LqzGavK4wLGvEUYbb0ZugP070jLI5y0rA+wqyxVeAOKgduc1k9dRkbow6Stn3o3Sjowb6igsDSE+lIYokBHzriomiikBOBmnMeKi3BT938qkCM2Sk/KSDTDaOrf41YVw33WH0zQGYHmndrZisVjbSDndijy5F7t+Bq2JVPBGKfwR1BqvaT7icV2KiGTP8ArHH41bUM1urebIG3EHn06UBBjOKQNsgwf+eh/lT9rU7hyR7EbCfI23DfjQ/2uNseaD+FOVizADrnippz++YenFXHEVV1E6UH0Kfm3nbaaPNvT/CKn5A4FKC2KpYur3J9hT7EAku+8QP40vmXB62+f+BVOVcjgUbHxVrG1UL6tTfQrlmwcwMPpzXqnw8037H4cSZoykl1I0xB646Ln8BXm1vBJc3kNsoyZXCfma9w0+FYbeOJAAiKFUD0HFcGPxk6kFTZ14LDxhNyRdXgVDLJgVKxwKpyt1rykemQSsSTVKQ81PI3vVnRtP8A7SvwjD9zH80h9vT8aqMeZ2Ik7K50nhmxNrp3nOMST/N9F7VtZ5pq4VQAMAcACiu6MbKx58neVxy9c1VlP75z71aFVJv9Y31raJEhtLSDoKWrICnA02jvQA7PNLSZozTAWjvRRQBheNNdbw34Q1DVI8edEgWEEceYxwv8818qahqd7qV3JcXt1NcSuxZmkcnJr2r476z5Wm6ZoqMN00huZR/srwv6k/lXhB60ALuJoViCDSYooAuJOsnyyD8abLb45Q8VVBIqaOdk75Hoa0U01qTy22Gjg4p+CwqUNFP1AVvbvUxjGAAK1itCZSsVPIc0mx4z0q6qEcU4qMU+RC5ymH3DBFIVqy0Y9KjccVSQr9iL+H3p1tC1zdxQKPmkcKPxNRscV0Pgiz+1+IYnIysCmQ/XoP51z12lFs2px5pJHrem2yW8EMSDCRqEX8K6C3UIoAGCazLSLlV9K2YlGK8bd3PX6WLMIGakc4qKPgikmY5piIpW4rmPEOqppmnXV4x4jQ7R6seAPzrbvZtsYGe1eWfEDVA0sGnK33f30o9/4R/WtKFPnnYitPkgziA8jNI8pzJISWJ7nvXd/B3TBd+PY7hlLLZQPMfZj8q/zNeeeaTODjAz0r3L4H2sJttYvR/rS0UX/AcFv517En7tkeQtXqeuDpRQDRXOalT1phPFOPemMQMk8Ad6wLOB+JmpMtvbaap+WQ+bKM9QMgD8+a8yllJ4xgDtWt4l1JtU1u6uTIzoXKx5PRB0A9qwXbmtoqyIEZutRFqGOaiZsVQCscU3caaW9aTcBSAcXweaC4PHGKYTmmEA0gHuiv0GD6ikDyx8ffHv1qMMy/SpFlU8UAPWSOT5eVPvTvJwchiKj2Ix64NKFeM5Vs/WkMnBI69KdPausKSnBQjPyn7ufWollzwRg1oJ5USRnJdfL+ZeMN7UmBStky5Yk7U5Y0rHc5b1OaeXzGEACoOw/wA81HtpoaHDBp4IHGKTilzmgNBwpT04oWgjmmGhseFLUz68kpAIgUv+PQV65ajbECRjivP/AIf6e0r3d0y/u9yoD64yT/SvRGG1D2rzcQ7zO6grRIp5OKzppM96sTsQDzzWe5JrA6LifNJIEQFmY4AHeu70jTxptisXBkb5pD7/AP1qxPDGmgs19KvH3YgR37mup712UIWV2cdapfRDvSigUVuc4q1Ul/1rfWrY4qpL/rm+tVAmQg6UoplKK0IHUUneloAWikpRTAdR3H1pCwUEk4A6n0rhfFfjIJGbPS7oxkgiW4RcsO2FzwPrTSbA8T+JGsPrfjvU52/1UMht4l9FTj9Tk/jXJ4716TFpukRE7rJZCed8nzEn15qpfaDpNycxqLdj6DirUdBXOB2k0FSB0robvwxc22XjcSxj+JRms8WEi9WX8RSfKMzMUYrS/s6Vv4VP0NB0u4xxET9DmlZAZ2SKkjndO/FTPYzLkGN8+61D5Djt+tCuthOxYW8JwGUVN56Y61S8l+wzTcN6GtVN9SOVMvtID0qGRhiqpZhwWNG4+uaPaoOQVjk16R8OdPKWU12QAZpNin2Xr+tecRq0kiooyzHAHvXu3hjTFstMtrcKP3aAHjqe9cWKqaWR2YWF5XOgtUAxxWlGuBmooIsAEAc1Y3eWcEZrhO+4m4DrVeeQYPNSSEEZrNvZvLGT0oAztUvI4IpJpW2xxIWY+w614jqN7Lqmo3F7IMGZywHoOw/Ku28d6x/o66dG3zSnfLz0XsPxNcOORXo4OlZczPNxlW75UUZ1KEEcV7Z8BZS0GtIT0MJ/9CFeOSIjNsZsEjIz61618Aw6XOvKwIASHr9Wrrnsc0dT2ylpKWuc1KGa4nx7r0trEulWsgjedSZnHVU9B9f5V6gdATOftD/98iuT1n4V2+s6lLeS6vcxmTGFWJSFAGO9ZKOpTkjwidkUBU6DvVBzzmvcn+Btk/8AzHLsf9sUqI/AaxP/ADHrz/vwlaXJueGlsZqMtXuh+Alif+ZgvP8AvwlMPwAsP+hgvP8AvwlO4HhTHFNzXux/Z+sD/wAzBef9+EpP+GfrD/oYLz/vwlFwPCCcGmmQgV7wf2fbA/8AMw3n/gOlIf2fNPP/ADMN7/4DpSuB4UJFI60nBr3X/hnnT85HiG9/78JS/wDDPVhjH/CQ3v8A34Si4XPCVdk9xUwkVh15r3Afs92A/wCZivf+/CUv/DPlh28QXg/7YJRcLnh4b8qsl/3Qx2AFe0f8M/WI/wCZhvP+/CVKPgJYgY/t+86f88EoC54eMk09RzzXtw+A1iP+Y9ef9+Ep3/CibH/oO3n/AH4SkB4oNo60uAele1f8KIsf+g7ef9+EpR8CbH/oO3n/AH4SgR4rx24rW0LQ7nWbrCZS3U/vJcdPYepr1i2+BulRTq8+rXk6D/lmY1UH64rrIPA9pawrDBcNHGowqrGABWdTntaJpT5b+8zkLK1isLWO3gQJFGMBR/P61MZQOprrT4OiI/4/Jf8AvgVE3geFv+X+b/vgVyOhUZ2e3prY4qaQMaxNa1OPStPkuHGW+6i/3mPSvTD4BhJz/aE3/ftaxNc+ENvrkkJk1u6iSIHCLCpBJ704YeXN7xMsRDl0Mb4c+MRq9sNKv3UXsQzC3TzV9PqP1Feg1xNt8D7a0mSaHxDepIhDKywoCCO9eiw6SUiRZLlpHCgM+wDcfXHauvltscdyiOtKetaX9lr/AM9W/IUf2Yv/AD1b8hQ0xqSM6qkv+tb6/wBK3f7MX/nq35Co20aJmLNI5J+lOKsKTuYdKK2/7Fh/56PQNFhH/LR6skxR1pa2f7Gh/wCej0f2NF/z1k/SgDGqjfarBYwsS6tJjIXP8627nwyLj/mIXKD0UL/hWVL8OrOZiX1K8Of93/Cri4dRO/Q8+1TXbu7VkluZGiOcxodij8q52VoXJyn5GvWH+FOmv/zEb0fTb/hTP+FS6Z31K9P12/4Vt7WmloTZnjskQbJUjjoCM1SmMMfy3EJUHoy84r20/CPS/wDoI3o/75/wprfCHSnXa2o3hHphP8Kl1IjseENFcQAy2c25euM1HHf2dx8l9bhZP7wFe4j4JaQkhaPVtRQHqo2Y/lUd18C9CuW3HUr9T/s7P8Kzc10KPGjpMEyh7eQEelVpLG4hJIBP0r2yD4F6TbuGj1rUxjt8n+FaC/CHTQMNql831Cf4UrxA+f47mWJsMA3swqVVsrhXM1ugbGcgdTXu0nwX0WVSGv7znuAn+FVv+FGaLyP7U1DB/wBz/CnzJAeUXnhfTHmlSO1VCoXlGKnOBWFc+EWHME5x3Dc19FH4VaYzs51C83N1Py/4VE3wj0pjn+0Lzrnov+FPnQHzbf8AhDUrRQ3lJMvrG3P5Vz01vJC2JI2Q+jDFfW03wp02YqTqN6MAjjb/AIVRn+Cmi3AxLqF6w9wh/pQ5oVj5z8G6cb/xBCSMxw/vG/Dp+te7aZbsIQMfjW3o/wAGdD0WWSS2vLvMmM529vwrpofCNrCu1Z5fxxXFWpynK6OujVjCNjlo1KrzSSDPNdcfC9uf+W836Uw+E7c/8vMv6Vn7GZp9YgcRPIUU+1ctrurR2dtLPK+EQZI9favV5/A9rPnN7cr9Av8AhXP6x8HdN1mNY5tX1CNAclU2cn34ojQlfUUsRG2h8wXWqS315Lczjc0jE/QdhUYu1B+6RX0Z/wAM86D/ANBjUvyT/Cmt+zvoDjB1fUvyj/wr0o1FFWRwON3dnzq7Q3Azu2sO5rvfhNrtxpHjKGzkkBtNRHkMf9vqh/Pj8a9K/wCGcfD3/QY1P/xz/CrenfAXRtMv7a7h1rUi9vKsqghMEqc+lJ1E9wSsdwOlGa1f7Li/vsKP7Li/vtWdyi/RRRSAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA5/8A4Tvwf/0Neh/+DGH/AOKo/wCE78H/APQ16H/4MYf/AIqviCigD7f/AOE78H/9DXof/gxh/wDiqP8AhO/B/wD0Neh/+DGH/wCKr4gooA+3/wDhO/B//Q16H/4MYf8A4qj/AITvwf8A9DXof/gxh/8Aiq+IKKAPt/8A4Tvwf/0Neh/+DGH/AOKo/wCE78H/APQ16H/4MYf/AIqviCigD7f/AOE78H/9DXof/gxh/wDiqP8AhO/B/wD0Neh/+DGH/wCKr4gooA+3/wDhO/B//Q16H/4MYf8A4qj/AITvwf8A9DXof/gxh/8Aiq+IKKAPt/8A4Tvwf/0Neh/+DGH/AOKo/wCE78H/APQ16H/4MYf/AIqviCigD7f/AOE78H/9DXof/gxh/wDiqP8AhO/B/wD0Neh/+DGH/wCKr4gooA+3/wDhO/B//Q16H/4MYf8A4qj/AITvwf8A9DXof/gxh/8Aiq+IKKAPt/8A4Tvwf/0Neh/+DGH/AOKrcgnhureK4t5Y5oJUDxyRsGV1IyCCOCCOc18CV9v+BP8Aknnhr/sFWv8A6KWgDoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvt/wACf8k88Nf9gq1/9FLXxBX2/wCBP+SeeGv+wVa/+iloA6CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD/9k=", "path": "001332.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.
001333
Men Tshirts
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", "path": "001333.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.
001334
Men Tshirts
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", "path": "001334.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.
001335
Men Tshirts
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", "path": "001335.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.
001336
Men Tshirts
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", "path": "001336.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.
001337
Men Tshirts
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", "path": "001337.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.
001338
Men Tshirts
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", "path": "001338.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.
001339
Men Tshirts
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", "path": "001339.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.
001340
Men Tshirts
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", "path": "001340.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.
001341
Men Tshirts
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", "path": "001341.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.
001342
Men Tshirts
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", "path": "001342.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.
001343
Men Tshirts
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", "path": "001343.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.
001344
Men Tshirts
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", "path": "001344.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.
001345
Men Tshirts
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", "path": "001345.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.
001346
Men Tshirts
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", "path": "001346.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.
001347
Men Tshirts
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", "path": "001347.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.
001348
Men Tshirts
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", "path": "001348.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.
001349
Men Tshirts
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"path": "001349.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.
001350
Men Tshirts
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", "path": "001350.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.
001351
Men Tshirts
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plZVYsB3q9DPtQc9Ko6+qQarIqDGQDgUQyeZCMda4Zxs7HpU5J6m/b34XHzVdGo5XC81zEQYtjNbVg8MTAOQT6E1C1LbJbnUorXbJeNtQ/wAR6VTi8SaTNdBbe5RyvXaelb1zY2+pWpimjR4z/Cea4LWfA7Q3Ym0qNIWb5WxxkVry6C57nbHU4LtUEbA85HNaccqSIAa4DQvCV3aanFczag5VBzF2zXVmXyGKtxWUk0x6F+VwvQAVRtLWM30t6V/eEbQ3tTDdbuhyTV6MYjAHStsPHW5zYqXLGxJS0lLXoHmIKKKKQBRRRQAUUUUALiiiigApelJS0AFFFFACj9a868T+GNSutWuLm3t/MRzkYr0UUuTnqaUo8xpTqOm7o+ZvFeg3lqdt1atBN1AI6iuJYEHBFfTXxO0v7Vo0N4qbmhfDH/ZNfPOsWJtbtiPuscipi7PlZU7zXMZeKBinBPep4rcsDWplYr4I6igNjpVs2ch7HGKaLOQ5PpRcOUhClzgVq6XpDXtzHCikliOlQQ2p3AHv6V6x8MfDnn3H2yZTtjxtyOtKUrIqnG+pf0rwNqi20McEYSHHO44zXqOk2A07TorfOSo5q4ihFCjoKWojDW5pUrtx5VsFFFOAqznG0UpFJQMKWjFLxQACjFFGKAAUuaTFKKYCZopaTFAhMUuKMUYoAxqKKBUjFoFFAoAWiiigBcUUUdxQAuKWjFFABRRRQAUuODSUCkwPPvFrNFrLSjO3ABqhZX2Gxng10Ov2y3E04Iye1cS260l2uehrhnqz1KekUdlbOrlTkVW1bwzc6mRNa6jJbyryAOhqDS5Q+05rqINzIAM9KyTcWbrU4SPSfFqTGKPWVDA8BjjNXjrXjfRIybmw+1xL1Zfm4rd1TTruUZhyG7Gsq3bXraTy2lcoTg81spdyrIvaT8QtOvwUuR9luV6q3GTWleXwnQOhzkZBzWdN4U0u+iNxc2488chunNKsOxo7eJdxHyhazkuZ6EuVtWaWlpLcTE7sAdDXRICqgMcnuarWNqLW3VMDOMmrVdtKmoo8uvV55WFooorUwCiiigApcUlLQAYooooAKXAopc0AJiijNFABRRRTAUUopKctICK/to7vTbiCZdyMh4/CvnDXtPEkbgYyjED6Zr6Wl/1En+438q+fr5Abqbjgu386wrOzudNBcyaOEXTnZvumtWz0iUkARsfwrobSyRpR8orq9OskTB2jp6VLr6Gyw1zlLbw5NLED5B/EVOPBN5MSRbYFeh2kSddorahAC4GBU+3NlhkkePw+CLw3ix+QyqTycV7L4Z0uLSrKK1jHRfm+tKigNnir9njzvwp8/MzOVFQi7Gnj0oxS0V1rY84TNLmjA9KKYg60mKWigAooopDCloopgFFFFAgooooAKKKKAMWlFJSipGFAooFAC0UUUALRSgZooAWijNJQAtFJS0AFKOuaSmyPsidj2FKTshrc529PmzS/WuO1q3DM2APWurZt7u3qaxtUtGlVsV5vNeR6yjeJzOn6nJYyhH+6DXe6ZrMM8KlXGfrXml/ayoTjPFVrfUJ7KTqQPrVctxKVj3W2v4ZVAJBNTSfZcE7VzXjcPii6jOUP61oQeKrqVgOXc9qGgUtTu9Ru0jARPvNwqjqavaTpn2ZRcTjMz8/Ssjw1ZzT3Bu7zmQD5V7LXWVvQprc5cRVd7B+NLSUtdZxhRRRSAKKKKAClpKKAFooooAWiiigAooooAKKKKYAOtPFNFOGcH2obsFriXTbLKZycbY2OfwrwadWknc46sT+ter+JteSG2ksbX55nGGI6KK4EWAHPXnrXFXkmzuwtNpalTT7fDAkV0cK4xiqMNsV6CtOFTgYrnbPQhoX7UHNa8KnArOtI26kYrWiGFAoTKbHqvFWrQ4nWoBgVJCwWZWPHNXCXvIwqq8WbFLQDu59emKK9Jao8aWjCiiimIKKKKACiiigAooooAKKXFGKAEpaMUUAJRQaKAMWlFFFSMKBS0UAFFFFADh0ooFFABSikpRQAUd6KO9MBSKzdXnMdsY1PzMasm/tftbWwnRp1XcUU5IFZ16hkkye9c9apZWOmhS5ncpxQ4SobmMbTkVe4QH0qpNmXgVwLe56Vjl720Dsxxmuev9Nd87Vru5rcIpBXrWTc277xsUkH2rRSJ5TkLLQppZcNkV3Wh6DFaOrsoLY6kVNp1gSQxXBrbhiERGaiU+hSgka+nRLErepq9WdbYZiQ1Q6lf6rYnzLfTftkAGWCSYf8q66FWNuU4MRQlzcxr0tYujeJdN1sEW0uyZeHhkOHU9xitr/OK6jj8gooooAKKKKACiiigApaSloAXNGaSigBaKTvWZqniLStGjZ72+iiK/w5yfypgalISB1OB6ntXmGr/GSxhyulWbTt2eQ4Fefa34/8Qa2GWW6MMLdY4flFFgPT/G3xLj8P3EdtpnkXU+T5oJyFrhbz4veIrqPy1jt4lP8AdWvPypY5LEn1JzmlosgOnHjrVOWMMJPcletSf8J3qWOYYOnpXLilFR7KHVGirTR1C+PdSXjyYPyqeL4iajGf+Pe3P1BrkNuTTttHsodivrFTud1H8VNTj4FpbmrKfFvUlPNhbn8688CgUuKPZQ7B9Yqdz0c/F2/x/wAg63/M1HJ8WtVI/d2dsv4E157SZo9lHsHt59ztG+J3idrpJVvAqKf9Wq8GvQfDnxdsL0pb6zH9lmPAlX7prwsHtTs8ba0SSRi3d3Z9b2t3b30IltZkmRhkFGBqftXynpmuanpEoksb2aHHO0McH8K9D0L4yXkBEWsWi3EfeSPhhQB7TRWBovjTQ9eUfZL1BKesUhw1b/X09iKACilxSUCClo6UUAFFLRQAlFLRQAlHFFFAGLRRS4qRhRRRQAvFGKSloAKWgCgkCgAo4AJ4/E4rntc8aaToSMsk4mnA4ii5P4+leWa/4+1fWS0cchtbZjwsZ5/OnYD1PWvGuiaJlZ7tXl7RRfMa4XWPi3cTQPFptn5BYYErnJH4V5u5O7c2Sx6sTkn6mmkHGTRYDe8N+MbnRvED3l0xljn+WYnkkHvXs9pqdnqdmt3bSq6MM9en1r5ylXIPerui+IdR0KYeRIxhJy0ZPBrCtQ5tUdFGvyaHvjyhm45pUQE5NcvoPjLTNXiRGkEFwRyjcDNdPFKpAIIIPoc1wuEovU9GM4y2IroEY4GKijaPHTmrkyLJH1FUhFg4xU3NEi9bDLZ7ValQkDFVbZX4AFaccO4ioZSQtiCBz1rZiT5QzdqqQWuDk4ArnvGHjiw8N2TwJKs16w+SNe31rSnBt6GFWaS1PL/Hko0/x3dzWEnkvkNlOMHFT6P8T9bsPkuSl5EDghhg4+tcbeX01/eS3c7bpJGyTUPO3kV6sVZHkzab0PctJ+J+iX5VLnzLSQ9Q4yB+Ndba39nfR7rW5ilXrlGGa+YM9u1WrS/urCQPa3EkRH9xv6U7En09RXhml/EvXbEBZpFuox2cc12WmfFjS7jC39vJbMf4hyKLAeg0VR07WtN1ZA1jeRTewYZ/Kr/FAABRRUVzcwWdu9xcyrHCgyzseBQBIenFc74g8a6L4cQ/arkPNjiGM5J+vpXnPjL4rz3LyWOhExRDIac9W+leXSzSzytNNIzyNyWY5Jpgd74g+LGsaqWiscWVt0G3lmrhp7ua5fzZ5Xkc/wATtk1XbmgLxQBIGJ6mnjmmBeKeOKAFxRinDmlxQAzbShadgCloAbjFLRRjNABRS4o4oABTT1p1NIoABTgaZT0FADwakHscUwDApwoAcjPG4aNmVh0KnBFdp4d+Jut6GVilk+2W4GCknXH1riu9L170AfS3hrxnpPiWAG3mWKf+KFzg59q6PHevky3ubi0mWa3laORTkOpwRXo/hr4uXliqW2sRG6gXAEi/eH+NAHtlFZGjeJtJ16FHsbyNiRkxk4YfhWxQIKKO9FABRRRQAUlLRQBiUtJS5qRi0UmeKUUwD8RQWCgsxAHqTWB4i8Xad4fiIkYS3JHyxKec15Tr3jjVtbLp5pt7fPEacfnQB6Zrvj7R9G3RpL9pn/uRcjPvXm2tfETW9VJjXFpbMcbITz+Ncue5zye9N4xjBosA8hpnMjMWY9WY8mnCMA1FGSr8Hg1MGHemNCMueAMrS+QpyDwexp+QORTd4zzTGU5IiDgjkelV3hBrSkXcMjrVYgd6RNigYHRt6Ehh3FbeleM9X0nahkMsa8bXqgRjoc0whT1xUuEXuVGco7HpGm/EzTp1Vb2J4W7sORXWWHiLQrxA41KAE9mOK8De1VjkVC1tIPuEgVjLDxZ0xxco6H0mut6HAuX1S1AHffmqV38S/DGmqfLuTcyDosa96+dts3dyfrT1jYnPWpWFiOWLkz0vxB8WdT1FHg05PscTcFl5Y1wUk8s8rSzuzu3JLHJNQKuOpqTIHrmt404x2OadSUtyZc//AFqcSWGabGSad0yKsgYDzTt1R0oNAE2RTt3FRZx3o3UAXLW8ubKVZ7WVoXU5BQ4r2fwH40XXovsV6wW9jHyn++K8PDfJVzTL6fTr+K8t3KyRtuGO9AH0536gepNeD/FPxu+p6m2jWMpFnAcOyn77V6DrnjWGP4fPrEDjzpE8tRnkOeK+b3keWcyOSXZizE+tIC6U4BpmPep/4QCO1RtxTAbinAUgp9ABinAUgFPWgBQKXFApR1oASjFPIooAZilApaKACmnrTqQigBKRqWkNADakUVHUqCgB46U3dg0+o3GaAJFOadUCNjrU4ORmgABpfem96XNAElvdz2kwlt5GikU5DKcV6b4S+Kl3aulprZ8+3yAJsfMv1ryvksKsg7U96APq20vLe/tY7m2kWSKQZVlqevCPhl4wfSNS/su7ctZXDAKSf9W1e7jpx09aBBRRRQAUUUUAYlFFFIYtcr4z8Vx+HrHyojuvZR+7A/h9639S1CHS9OmvZyAkak/WvnzWdVm1rVZr2cktIflB7L2oAr3F3Ne3D3FxK0krnJY1HUeaUNmmA4mmnOM0E0ZFADN7AcU8TEgBxgetJxRxjFAE6HI4zinFaqpKYjgn5T0qcvnqeaY0P5A4qGZPMXIHIqWM5NSgAHPrQMzVPY0yZDt3KeRVi7hMR81fuHr7VHG4dSKQmQwyrN8rj5umakaI7cBjVO5iaJt6cYNWbW5EqYb71AhpibP3v0o8tu5Jq0wphFAEKxgf/XoIwafTX5oAkh61IetRw089aAGMDTFPOKlPSoWGGFAD36imscKae/QGoZPu0ASRvmMfWpQ3y1ViOIfxqYNmNfrQAuoXNw+nfZPOf7Oj+Z5eeM1iRf65RWvcENIyeqVkRZ88Z7HFAGtj5agYdqnP3agIy9ACAEDmnClcYApFNAEnagCjNOWgBRTgKTFKOKAHFabTxyKaRQAlHaiigBBSNTqaetACUn40pNDLgA+tACAVIopoWnrQA/tTGFP7U00AQHhqmRuKhlGOaI2OOaALOc03JzSA80hJzQA9OXz6U8t5n502MEgn0p6YJwOaAJEJhIdThgcg+9fRvgPXP7d8NW8zNmeL5JAfXsa+bpSV6V3/AML/ABING1kWs74trrC8no3agD3rtSUAgjg596KBBijFLmkoAwxmlpBxTZZVhhaV2wqKXP4Uhnl/xR10vPFpMD/Ko3ygHv6V5p61b1vU5NR1+7vXbcskhA+gqrkHlTkUwKxkw5BqVW+Wq04IkJqSI5WgCZJAeDjNSY3Dis6Vij5A71bgm30ASFT2pNh9ak60lADCgIweadEfL+Rjkdie1LmgqG47UAiwuM8daaXOcA1FHu4Rjg/wn1qYRheT1plAS5UqwBU1SkjNtIDnMZrSDADmopWR1KFQRQBRlVZIulZjbreYEdK0wjRExtyOxrPuhnI70hGlDKJFBpxGaz7OYqNprRByKBEZFMcVI4xyKhY8UASwmn1HCakJoAXtUbjvUmaRhkUANb7gqCQjYanI/d4xVWU4oAFO2A/WpFP+rHcmoAf9HP1qaP8A5ZnuBQAhO7UVGOMVVu7fyLwY+63IqW3YvqDMelW76HzIQwHzKaAI+dlMRfmpUyUB9aeo5oAZKtRL1qeTkGoAKAJCeKenSoSeKkTtQBLRTscUhFAAKdTO9PFADSDSU/mmt1oASmnrTqaetACHrTskgA0nenDmgAoopDQBIKRqF6U5hxQBC65FQjg1YNV2HNAEwNLmo1btTgMmgCVmKQFh3p1upUFvWkkTciDsTUpIUUARynLYq5buYdsiHDKQw9iKoj5nq4vyrQB9NeGdTXV/DtleA5ZowG+orXrzD4QaqZbC60x25ibegPoa9O7UALRSUUCMSub8d6idM8H3sqth5F8tD9a6SvN/jBdNHotlaqeJZsn6CkM8kiICYbkd6giugtyYsfKTxUyfePpWdNxeY9TTAv3I9KbA2Ac0rNvi5+8KZEetADZvmzTLeXY+3NPYjJFVGO2UEUAbatuXrSmqsEpIHNWN2aAFPTNNzmmlqUUAO5IOew4qeGXeuG+8KgzSocPmgCdm3cCnJH60IyMOMZqTcpHB5plDJIlZcY57GsS8j2vzwa3C47mq13EtzEdoG5RxSEYMbbZK1oH3Ad6yJFKSY71btJDkAmgRoOM1Cw4qcZKmoXFADUO2pN2ai7ULQBMDShucYqxZ6dNfBjGFCL1duBn0pyWJMZklcIM4UDv2qXJIqMXIr9QapXAxWtbabNdF8MqBCQxY46Vm6hbm2n2FlcEBgQeoqifIqvxDx/eFTltkOfQVA/8AqR/vUXcm2IL7UALYcyO/rWqfniIrNsl2qCe/NaERypFAFcLtJHanYp8i4OaaKAI3qEjBqdhUL0ANqRKizk1JHyRQBaXpSEUq/dr0Ga40fwhpWnQnR4L/AFC6gE00lzkqoPQCgDzo9aevPv8ASuj8R21hd6XZ63p9r9jWd2imgU5VWHp7VDoH2a2s7zUJ4hKYgAinpk1nUnyK5rRpqpKwzRtKhu1lubxmS3hGTjqaeY9G1J/s1pHJBKchGY/ePpVw60dT0q8t1tUjfbkeWOornLaQw3cMn3SrA4I6c81ywc5Nyk7Psd01TpqMIq/mQSRtFK8T/eQ4NCRmRwiKWZuAAMk1o+IIRBrErDhXw4/GtLw+y6Pp0+vyRK0qP5NordN/c/hXXCXNG5wVY8knEqxeEPEEqIV0i6w+Np2etbd9pPhjw7tstTN3e6iBmZYCFWI46e5pPCeta9qfjK0B1C6kkeQlhvODgelc5rS3Caze/a43SdpWZ1cYPU1ZmaGraLYLo0es6TNM9m0vlPHOuHRutc2a7DWkbSvA+l6dJjzbqRrt19B0X9K480ASL0p56VGh4p2TQAx6hep3qFhQAyPrUy/eqAcVNDyeaALEjbSo9BTWbIpkzfvce1KvOaAHxDvVtcEVVXip1NAHXfD3Vf7K8V2zMxCTHym/HpX0Jx26V8qW8zwzxyoSHRgwP0NfTWg366nodneKc+ZECcevegDRooooEYgryr4xv8+kp2+Y16qDxXknxgkH23TVz0Rj+tIZ5rF1rPvhsnyK0YuFFU9QGeaYD4pN8Yb1GKdGACRmqVtLtBU96tI4bJ70AQzOVc1CrZYk9BUl0B1HWqyttBFAF6CdQ2KvhulYkIzKOa1Yz8uKAJc8ipM1DTwfegB2aEb5xRkVGD89AFgBll3DoetTkqvIFQjkUqPtbBpjuPVQ7c1MoC9BzQu2ms2OlAzO1O0Dr5sa896yoZNjjNdA02AVIzmsW7tSjbwODzQJmjbyB060S57Vm2c+xtp55rUOHQEUhFcE9DTkGSaRlwTU9jby3E4SFNzYzigDoNIjkNkiRuVVoXdsrlRtOSfyqK4iiNzK0T/ugisHHoTmrWlv9lns4ZWIceYjQEcNuHesq9l8m9lj+zOCVCEDpWFV30OmimtTeji3xyyxeVHFGRBGzH7xblq47V5vOvpWGMBtqgdgOK6CK8DymMRExgqAgP8AFjrWRr2mCz8qaJiY5OGDHJVu4qqTuiKsbO5l9YV/3qgnzJc7ewqbnyl/3qZGP3rseua1MSyny4AHSrcB9qpA1agPSgCZxlaixU/GahK80ARtUL9KnYVXkoAizipouT1qGpYuGoA7y0udO8KaXbSnT4b3VbmPzczjKRKenFbmuaXP410XTNfjuLG1cxeQ8buEG5fSuT8RWc7Q6dqaI7W89qo3qpIDLxir1vbyX3w2uGUcWV0H/BhyaBoi+xyx+FNU02Xa01lOtwNjZG3ocGsqxDN4evwoyd6nAq54RkkHiKO3ETzRXYMEqgZ4YYyfp1qwbKfQItctMFZIJQvzDOR61jXfuo6MKlzO/YzfDkjJqqqh+Z1YDNVL++mmd0mSPcpwSFwc1LpVyw1u3lbGS/JHFWdW06R9flt0IUO27cRwBWLklU97qjZJyp+73JtXtWv49JkiG6W4URAf7XSug1/S9NGgW2gWl/GdU07dLPG5wJGI5APqKn0Owgd7CQSmRNOLTOwGOQM153d3T3moT3Lsd8sjOTnpk1ph3eJni48s16HX+AopdPfUtc2OsdlasY5OwcjAwaz312TXjb2mowJcXDTKFuiMOAT0PrWraW9xY/Ce5l/en7fdKiKuT8o61neGPDmo3uuWTJZyeQJldn7BRzXQcg/4i3Am8WzwIMR2qJAg7AAVx5+9Wx4juftviDUJ853zt/PFZBHNAD1p1MHSn0AIeagbripzUD9aAGGrEA5FQDrVmCgCG4b/AElh6U5G4qrK5+0yc55qaNs9aALStxUqmoFIxUqmgCdD3r2z4S6l9o0KeyYkvbycD2NeIqa7r4Xar9h8VLAz4S6Uofc0Ae70UHrRQBiAdq8U+K90JfFCQ5z5UIH4nmvbPxr548dXYvfGF+6nhW2D8KQGJH71WvlyKnjqK85WmBk52vVmB/n579KrPwxqSM5H0oAmujxVOrMrblqsetAE1uPmJrQiPAqjBwpNXYuRQBP2pM03NKOe9ADs0g+/R+NNLAN1oAtoeKGGaSM5FOJoARZgrKrnBPAqVvMJwRWbqBPlA9Mc8Vb06+W4j8t/9YBwfWgZIItxpske9NhXg1ewD0FAA7UxnL3MDW03QgVfs7jeuDxV29tftUZXb8w6GsEb7WcgjBBoEasoAJyKlsLj7Lch+WUjayjuKhV1njBzzUfQgelIR295PZNY7QCLpEEsMp6Oo/hPuK5u61km5WVQWLD51PTNT2MwuYY7SV1RlP7mRjwh9/aq+p6JLBLvBQoTgkHjNZSgr6m8Kja5UWLXUGMqo8QRSc5XrUfie5VngtEUKsSljz94nual0iBftyy3kqCOFMkZ6gdqxdUn+1X0s5/jYkD0HYU6a1dhVZSaVyAf6tf96okbLN9alJ/dL9TUUI6n3rQxLC9atQmqoqzF0oAs9xTH6in/AMFIwyAaAIW6VWk71abpVaSgCGpE6iogeakTqKAPSdb1C+0zwF4dtbOcraXELmXgH5s9KZ8N8ahql5okr4TULZkG48bh0P1p2h6dP4l+G1xZwspm0+5Dje2AsZHPNVvAU+kab4liudS1B7eSCX92UXcj/jQBZ1C/XwXDLo2l3QfUA/765SMZXHYGl1GV9c0+5v1BeW6t0MmO7gYNN+J+iDS/FclxDza3w+0Rt6561i6RczLo+pQhyFVdwAOMGuev8J04Vrn1KFjp1416ipFh4yGIJ963fF0s9tNbtE3lmRPmwOeK5aO5nimWZZX3+oNdF4ol8/T9Olzu3Ly3qcVhOMvaRcjrpSj7GfLuT+F9RSHS9RW582SPZ+8CNg4IxxWDYWmn3+qm3a5e1tpciJ3+bae2at+Gjvu7m34PmxMvXrUVpoUqv512628CPklzjdg1pCcYTcWYzpyqwjJI9J+IF9P4R8M6Bomm3QQ+X5jugBDe/Nct4L1S7l1e+v7m4kIt7KRmwcA8YHFO8YXa+KLmCeznjYW0KxJDnniqOgD7N4S8RTkYYpHCM+55reFRS2OWdKUNzlpX3szHqxyagPWpnx26VDWhmOHSnCmA8U8dKAA1A/U1OahegBicmrcIxVWPrVtMBC3tQBjM/wC8cnuxqzE/y1UyN7E+tWopY8YzQBaQ8VOhqBMHoalTrQBYU1f0u7aw1K2ukOGikDfrWctSqfWgD6os7hbuzguFOVljDj8RU/Fch8ONT/tDwlAjHMluTG39K66gDBuJRb28kxwBGhbn6V8x39wbvUric/xyM3619BeNL02HhO/lU4YxlRz6186JyaQE6VFdj5M1KlMuhmKmBjyD5jSwkA0SdaYPlNAEkxwcDpUVOY5FIBQBMh2oPercL4WqQbGB6VajbIoAsF6VDmo/elVsUALMWHSoPmLZNSu+RTVXJoAuwn5alNQR8AVJmgCvcp5kZFZql7eYOuQVPatd1yKrvCCPrQBq2l6l3EGX7w6inMWLcVhR+ZZSCWPJX+IVtwXETxqysMH9KBonVyFwayNSsiwMq8nvWoSGORUc+TGVA60wOetZzG209DV8kHDVTvLR4G34IFLbT/LtY0hGnGcxlRWnrFxDc2lmiXCEBV3rnBzjmsqIgH61TuxtY0mrlRlbU2F+zwpcbCoDoAoBzzWJcE76ltDkGo7jIkOTmlGNhylzCycW/pgGoYHytSTH/Rz9KpRvhh6VRBpL1qzF0qlG27mrkZwKALWPloxlaRW+WgZ5oAjaqs3Q1acdaqy0AV1PrUqcmolqVKAO28MSyL4M8TJGWz5cZ4+tcyuRwOD2rpfh9fwQX93Y3kbtZX8BhlZRnZ6Gp5/C+mW0Vw0GrLduhIiiiX5j+dS5pFqnJrY7jUE0rX/hvpOtalNJImnIYpIk+856Bc9q4i3vbbUbe/gsdMitQIsAISzN9a6Dw/qFjf8AhvUfCcNq0DyW/mI8md0kw61x2kTy2MOoSr8sqx457HNY1tYaG+GVp+8Z8ukXNvCHuCsRbhVc8mtqcac+iw2VzeqJY+VdRkD2rnbm4muZDJNKXc8kmmmZvsvkkZGc5xzUujKSTkXGvCm5KK3NfSNSWx1FI3dQgIAdEHNWvFPEreeS7Ow8oZ4C+uK5y3VnuIkTkswA/OtHxDO02qOjdIlC/TiplR/epmkcQ/YtC2UvnalZ/Zy4YMAVx09a249T0syXemSQyRw3EqmRgfvEVh6VILKCe+IywGyPJ7mqlvFLd3qAfeZsk+lNx1bRMal4qL6nXRS+HVuZrebw7EIISPMkN0d+OmR61heMNEttE1lUspWktJ4lnhyeQp7Grtxp0+p+IjY2sayCdF3MRwijq2a6U3vhbxJq0Ph67tXWSKMW9tqCv95h6j0ropy5opnLWiozaR5cOlPFWNTsJNL1O4sZvvwSFCfp3quKsyEJqFzyalNRP1oAI+tWsEwsACTg1XiHNdP4Lto7zxXYW8yB43fDKe4oA8+Oc0+IgE5r0/4ifC+50eebVdKi83T2JZ0Ucxf/AFq8uCMTwKAL9uxPerqHpWdbZQfNV+M5xigC0hqVeoqBTUyGgD1D4Ral5WoXenO2RKu9fqK9fHX8K+cPCGonTPE9jOGwpk2t+NfRyspUYORgHNAHk3xbvfI8PQWwOGnk5+grxhOua9D+L18JdbtbUHiGPJ+przxMmgCZaS4/1JpQKSbmE0AY8lRmpZODUZoAbk0UZooAUnnNW4myo9ap1ZhbAoAsil701TkUtAAetOSmU5OtAFtOlPpi8AU+gBKTFOooAYVBUg9KgCtaMSATE3XHarXIpRhgVPQ0ALFJIMY+ZT0q0jb8cYqiqNFwpx6VNEzA4Y80xj75VkiKEZPaudkRreXaRXSNhhzWbfWu9DJ1agGJbTBgKTUBgbvWqVs5jl2nir1981urCkIgsWz2pbj/AFpFR2LfORT7g/vqAG3JxABVJetW7o/uwPaqgFAFyIkcCr0ZzWdHxir8R4oAuL0p1MU8UtACSDHNU5uhq7IvFUpjigDX8MeFLvxJNMUmhtbSAZmuZ22qnt9a09X8B3en2v2zTry21a1X772h3FfqOtHhi3Ou+GtR0O2l8u/8wXEMZOPOAHK1j6TqupeG9TM1pK0MsbYeNs4PYhh6UAaOgMx0zUreL5bkpxgc47ismJ3hk3AsrjuDg13epWY1/SU8W6FbfZ7mA7L63QcZ7sAO1Zllp2k6naT6nd/aY1+6ywJkB/eudrlk2+p1uXPBJbol0a8kvilwvy6haESLION4HY1seIbWC51SQ2lrHEl/aiZWjPVh94fnXI6TK1vqoFu5MbHbuIx8tdULmWbR7qMAAxFjtxyjf7J9DXPOTptxWzOqlD2kVJ7o40aRcsxDYjYH+IGmzWVvAERpW3k/M+07Vqa0u9QeUrFcNlQW+Y54FW7fxGZF8rULdJoj1YLyK0cqljJQpbbXC0s7bTLM6qsyzkfLEMY+b1rIlL3sjzSMDM7crjk5rpdRjtLXQIpLUGZd5ZB12k+tVba4trOCC61CPfdbztwMbR6ms4Tb942q0krR6EE1iz28NnANwjO6Z+gLHtTBarp1q3nExy3DFQW5KpUscJluFeW5RbRH3ja3Ld+lQ6xeS6nPua1YRIcK4HO2q956E+4tepuap4gi0nSmsdOh23l1GqzXRHIjx90elR/DzwrPrGrpqcx8mwsz5ryN1dhzgUkegJqt0LuWQx6ZaW6NPL3x/dHua2bTxFZT+HdXurUS28VnB5Nnbj7g3cFm9Wrpo/AjixH8RnB+INQGqeIb+87SzMR9O1Z3SkHU0tamAhPNRsKkNNI4oAWIV1PgS4jtfF+nSSdGl2/SuXjGDWhp9x9k1OznBxsnQ5/GgD6kvLVLqzntpF3JKpUj618ha5ZPpGu3tkwwYpWUA+meK+wIpPMhjcdWUNn6ivm/4y6f9j8cyyhNq3EauD6mgDioJUZfm61cQDsaxkB3VpQuQvJoAuA1MpHFVFerEbAigC3G+xg6/eUgivpPwzqK6p4csroHJMYVvqBXzSpA5r2L4R6t5um3GmO3zxNvQexoA8p8c3hv/F9/KCCqvsX8KwYuBzT7yY3F9PMeryM361ErcUAT5pJBmJqFOacRlCMUAY0ow1RNxU1xw/FQE5oAbRQaKAHL1zUqkluKhBqWJsdqALUdSYxVbefSlEjMaAJsc1KgqNQalWgCZaeDTMHAxTxxQAuKMUtFABjikHWlpMUAPA3Hn8KRgAcnPFGaX73HegBgmy2MGlmlIHtU6KjLuIAqrLiSbavQUDMu6jKv5ig471Y3edYMB1FX5UQ2/lkDJ4rOhjaGR42GB04oAgsjiY1PcDM2agthtuQDU8/+uNAivdHGBVdeamueWFMUYFAE0Z5FXYSAKpIKuQnigC4h4qTFQqeBUooAcRxVGYZJq91qlcDa2KAIbe4mtLhJ4ZWjljOUdTgrXpFnY6P4z0l714pxrcYAnihIzIP74Xua8yHJ5rR069udNu4ru0maKeNsqynBoA7HwVcXtjrVxZQ3bQ2yhwS+Bk9sqa7vTn0jxJpmoaVppisdaEnmmNWHlysP7v1rl9dt7fxr4XXxNp8SxapaAJfxR8Fx/fwK4CyvJ7G6jubaRopkbcrjg0nHm0KjJxd0dVr+kXOg3S3Elt5EhyskLdA3qKzLHWJ7W7aRj5iyDa6HuK6PXtUfxBZ3Nw9x9okWOM/Q45ril7Hv61zRgppxZ2TnKm4yjszprq50vTY50hiYTyJ9QM1ypz6CrE00k775DlsYqA1rRpKCMK1f2j8iS21C6swVhlIVv4SMioppJZZTJMxZj60w1qW9ot5bwS90k2SY7jtRJRhqEeap7pldxknipkuJo+VmYfU5FRyY8xtowMkCm9uKt2tczTalY7BX1rULeOx02YeXJbiSWMkAOB6561FqsTaR4FtLOWBobq9uDLID1KL0rNuYZZ7jSoICwlkRUXaSDya0viJdbtdh08SFksLdIck5+bGTUUvhLr6yOQzRmiitTEOtJilpAaAHp1pLtikCsDyrg/rT0qHUP+PTb3JoA+qfD9wLnw/p8wOd9uh+vFeX/HbSWlstP1RFyI2MbkfpXefDyYXHgXSW3ZIi2n8Kd4802PVPBeowOm8rEZF9QRSEfJ6kgircTZFVfusRU8LZOB+lMZaUmrMLYPNS6foWq6iw+y2M0g9duBXZ6T8KtZvCr3Tx2yHr3IqXJIpQk9jlEIPPWu2+GsV8fFVvNbxuYOVlYD5cV2Oj/CvRbQqbx5Lth1BOFru7LTbLS7Zbexto4Ih/Co60oyT0KlSlFanyRyTT4+DzTQuOtOXANWZj+hqUHNRHmnqcYoAzbxMMapVr3ce4ZrKZSpoAYaKWjigAAJqROKWMbgfamAkNzQBNU0a0xCrCrCrxxQA4U9RTcYp69qAJh0pc0g+7SHigCQHiimA0oNADqTrRmigAApyjmkGc8/pTjgCgAcFBvXkdxT4oVVN2Rk1Gj5Y+hq3pdjLqOppYQIXkl+4M9PUmgaLmk6JPq9/HbwJkk/Mx6IO5NaviCTTFsV0nT0RraFv3tyR80zjuD6Vd1G7ttDsH0XTZdztxe3Q4LH+6vtWDpuntrty4ZxBp1uN1zMf4VH9aBnIPA0F/hskHlT6j1pZebg1q+ItUttU1xGsoRFaQoIoRjBKjufesdzmdjQSV5j89ITkAikk5NOQkj7tAD0Y1ciqqEbghaswg96ALiZqZagTOOtShqAJM1WuhxuxU4dR1Bqvcy7l24oAo96sxjIqtn5qtRdBQB1HgnXV0TXMTt/oN2phuRn+EjGfwqDxT4dn8O6oyk+bZy/PbzryroelYZBxwa6XRfE8a2R0jWka60xvu93hPqpoAzdJ1BtPnLAbo2+WRB3FWdSsEhK3FuQ9tLypH8J9DU+u+G/7LtotQsLlbzS5T+7nHVT6MO1VNNvhFm3nXdbScMD/CfUVhOPK+aJ00pqa5JlTrTDVy+s2spscmJuUb1FVCM1rGSaujCcHDRkRHStXSphDazFzhd64rMI4pPMYR+Xn5c5xmlUipKxdKbg7iSACVwOm40gG7AAyTxSd+a1tC0tr29WSQ7YEO4kjrjtUzkoRHTg6lQ7XwnpaSeJYr+4A+zaTZ+e+em7HANed6nevqGq3V45yZpWf8zXo2pX50T4f3DY23etTEKO4iXpn2NeXU6SaiKv8AGwooorQyClxSClHJoAkXrSXKb4lGO9OApZMeUc84oA93+EVx53gSBM58mVlruJFSVGjkUMjDaR6ivMvgnMZPDF5F2S5zj616cMZFIaPnvU/BumyeK9QjTekKzHagPSuw8PeD9Hs1DrZI7Du/NUbxSnirUFbqJia67SX+Va5HN3sd9KEbJ2N+xtIYoQqRoi+irirqxY7DFMtiPLqcdKdi1voCjBFSk561Go5qQnPFXSVmYYh6WPkBdx6nNSKor268+Fmg3AJt/Ntz/snIFcV4o+Hj+HrMXcV6Zoy23DJyK3bscZxHFPCqae8QiHJBPtUH2iNT8wI/CkpJlOEkOlA2VlXCAN0rUJjmBKHNVLiIEcU7iszNop4Q79o/OkddrYpiFiba4q41uJOR3qgOtXba5A+VqAFS1K9zVpUKinCRe3NMaTNAAeaVe1Rg808HAoAsqOKY1CPQxzQACjPNM3UA5NAEgPNPFMAqRRQA4Ux2pxOBmozQAinmtLSNQl0vU47qIlWAKlh2B61nKvepD3GO1IDaj0a71DVv7OtJFltj+8+1dFRTyST7VH4j1m2FsuhaOSNOgPzyDrcP3J9vSubtdWvbdJLJLqSO3kOGRWwDSsQG4/Cmhob5edkmRx1qsT8zmrygEEetZ7gpvBHc4pgxyWtxMoeOF2X1AqzHp16cAWzD6ivYfAeh2kvhi0MsQZ3+ckiutXw5Zk5EK/kK5Z17Ox1Qw3Mrnz1Ho2ovx5RH4Vfh8NX7dSR+Fe8Hw/B/DGPypsmgoF4QA/SsXiWbLCo+e7m2ksr5oJCcrjrUydMVt+PLUWnit1AwGjDViJXZTbcbnDUVpNA3SqsvNWWqtJ3qyCpj56tRdBVX+OrcXSgCftUZyDkVIOlMNAHR+FdchspJNN1EF9Ku/llUclD2YV1H/CrZbi2nvtP1mymsUG4SbskL7+9eaKcGug8NeJbzw9eiW3YtC/yzQE/LIvcYoA03n0q1sfsM12b5923eqYVB7HvVHUbC1sJI18iaRXA2OD96tfW7eLRtTt9V0yGGax1FRJD5qbgjZ5XFafiq5Wea8WIIs1qEYbVwM7RnFclaLg7xO+jONRcszj9pi3RfY/K3DlypYio4oLOBi8hdweoeIgGmvrF+Tn7S/wCFNOqX5j3G4YjOMED0p8k+olOn0Fnk0pWDRQys47Hha2PD80Ut2ZZZlMUcRzCg+6P8a5ebeW3ycFua2fC677m6U94CKVWFoBQqc1TYZ4p1069qQkVTHbQoIoIz2UVgmpZBh2X0JqMiumGyOOfxMaKWkFLVEiinCmCpEGTQBItJN8tu3vTgDTbjmMCgD1T4HSYstVhyeHRsfhXrecCvG/gmStzqqeqq1ex9qQjyzxBD5HjK8HZ9rVtaa4+Ud6oeNlEfiqJ+heIZ/Cp9KfkVyVFZnpUn7qOxtHIWruQazrN/lGavIaIvQ0asTAUd6QUVvTWhw15XdjOHSud8bW4uPDcy7clWBrohWfrcPn6PdRjnMZOPpTlsZw3PEf7HM74wK1bHwSl243r19q1rC3BkHFdppduqBTiuCVRrRHqQppq5g6f8NNIjw8sZY+xq7d+AtAEBBsEyB1rtYUBXpUN4gMZHNJVJXKcI7Hzl4u0GHSdXK2y7Y2XIHpXKSLlmNet/EGyY7LjHCnBNeVSRnefrXfSldHnV4crKZUg9KaODVlo6jZOK1OcFnK1KtxzzVYqetABPSgDTiYOKmCEis+B3RgD0rRjkBFAAqHNSeWacGGOKUOPUUAM8sGlEYFI8oHeojPuOBQBOSBxTgeKrAEmpc7VoAGNApgPNOoAkHbmnccmo1qQc0AUJ7MOjOn3xzx3psTb1XPXvV4cMcVTnXyLgYHyPQCJtvQiql2pMq4HDHFXc4HFVbhwkiMexBoZR7j4TuI47KC0jYbo41JGa7i2Xcgxj3rxrwVeNcXqOfldmA3DuPSvaLEAoABXn1o2kelQleJejhG3oM1HNEoU59KuRghahuOjfSudmqep4B8U02eLIiOMwiuSTpXa/FqPb4jtJB/FD/WuJTpmvTo/AjzK/xsVulQSAYqduRUEgrUxKZHzVaiqs/DVZhPFAFjHFMYVLjimMMUARd6mQ4qE9akU0AeoeDrJPEfg+azmdVOm3KXALHgR5yRXPy3w1DUtcnU/JIrFfoDgfoK2Phkkt1YeI7WJGcyWRwoHJNZen+HtVsYLiW9spYEkhKJ5gwWPsKyrfCb4f4zlm+7xWoLVDb21wABG8gUj3rPNvNux5L5H+wa0D9pbSktlt5dyPvGFNZVZXiuVm9GNpvmRBr1q1tfCM9AgxVvwiP+JjKp7xGjWYLi9ktpI7eV3EQD/IeDUuixSaTNJe3oESbCApPJ/Cs5PmpW6mkIctbm6HO3S7biVfRzUBqa5lWa5llXhXYkCoTXXD4Vc4arXO7CUUUVZmKBUqDBzUS1OgzQBIo5qOYZwB2qdRUUvU0Aei/Bg41fUF/wCmIr2bFeNfBwY1m/8A+uI/nXslIR5n49lA8UWyDqsQzVjSsHac9qxvG1x5vjeQA8Roqn61paOSQuDXJU3PRoL3TtLThRWivSsu0J2gVpr0FKOptPRXJwOKKQUV1xVkeXN3kZ1RzJ5sDp/eUipKUetD2Etzzq2Qx3LIQAVYius008DNYF9CbfW507M24fQ1s6ZJ0zXl1FaVj2KTvFHUW/3KJkyp4pLVgVqw4yDUje55z4708T6NcKB8wG4V4VIvLcd6+kvEluJbGZcfwmvna5hKTyLnoxFdmHeljlxUNLlArTRFuNTuhBqF28ts12I88cLb2p3lJGMtgU1blW6VBMJpH46UALNcJ/DUAncHg80v2dzzinLbN3oAUXcgoF1IxpwgAPK1PHCpoAYjO55q3HF3NOjhUVNgKtADcBaY5yaGamjmgB4AxS0DpRQAo61KtRDrUq9DQAwghuKjuIjNAQvLDkVM1CnFAFa3bzEwTyOtV7zip5R5Mu8DCt/Oq0+WzmgDr/BN2POhGcNuFe9aduWOM5r5v8HOF1KIFgMOK+j9KmSSGM+wFcWIWp34V6WN6HJXJqK4Xg/SpYcY61HckKK5GdK3PDvi+mNVsX/2MV5/GeK9H+LaeZPC/wDdIrzdK9HD/AediF75IelQPUx6VEw4NbmBTflsVNCaicYNSQ9RQBdHIpHFKnSlPNAFcg5pVNKwxTAcEUAa+lazqGjStLp908DuNrFO4qe61zVL6RZbm+nldfu7nzisdDVhaTSe44ycXdGl/bV+Rjzz+QqNtVvz/wAvcn51UoNR7OPY09tPuWP7Vv8AH/H3L/31VKWaWdt00jOfUnNOIphFNU4rZEupN9SEjFNqVhULVZAneloooActToOKgWrCdKAJgOKifrUw6GoW5NAHo/wfx/bN/wD9cR/OvYWZUQuThVGSa8e+EH/IavR/0x/rXU+OvGlppFhNp1vJ5l9KmAF/gHvUtgk2zgb6+XU/FF7dqco8mFPsOK7HR487Stef6DbtJA8h6qea9B0B9xC9xxXJJ3Z6VJWR2FonAq+g5xVS1RhiroGB0q6a1Cu7RHUZpM0ua6bHmGfRRRSGcz4mt9lzBcjo3yk+9Lp54BBrW1m1+1aZIo4ZPnFYGmynAGOnWuHEQs7np4Wd1Y7Gyf5etXx83esaxl6VrISFrnOiSMnWY1aGT6V85auEh1K5j6EOf519LanFm3f6V82eME+zeILnjJPIrpw7uzHEP3TNdNwBHNV5Ygy89antnaSBc8GnOhwa7zyjHkhaNsjpU0N2E4dattHkc1A9srA0ATpLCygjFTLGhGRWYLR8/KTVmF5Iztck0AWjCCMHFKIwOgoXLU/oKAAcCmO/GKHbC8dagLZoAVjnvT0Apirk5qRRQA6ijFIetADh1qVTgdKhXrUwPFAARmmdKkWmkCgBpjEq7WqjcxGEFWPQcGtAdKivLc3EfB+YCgB3hmXybovgZXmvoXwtcpdWUcinOQK+c9Cyl+0b8ZFfQng20FtYQKCSDg1y4g7cKdvF0qG55Xmp4qiuMYIrhZ2R3PHPikm6OU4zsCmvMYvSvVfiKvmrfr6RA15RGeAfWvQw/wAJ5+J+MmqNqk7CmOK6DmKkgpYfvCnSCmR8NQBfTpTj0piHpUlAED1GRU7LURHFACoasKelVFODVlD0oAsDpRTVNOFACGmNUhpjUAQtUZFTEVGwoAiNApG60q5oAkTvViMcVBGOatR0APPAqFhk1I5qM0AdJ4U1a50mS5NqP3kyeXuz0q5qPh26lsf7TfdJIGyxPUio/BVml3ezK3JCgqPevVLe1j/soRyoMqpyOxrCpozqo2PP/DNiW0iafGPMfArodCikt9TETqRk1ntI2mTeTa/Pa53vFj7p9q7rSxZXMUNwiAvwTu4bNYKKbO2KsjaiQL07UpOTT24jHHJ9KjrpjFI4q876C0UZpM1qcpRzRSUtSAYBGD0PBrjzE1jqk8J+6W3L9K7Cuf8AEduR5N4g+6drfSsa8eZHRhpuMi9ZS/drcjkJIB6Vy+lzb9ldLCRuFefax6u4++Tdatj0r5y+INv5PiYP2Za+k5BuiP4/yrwn4q6eUuIrhVz822t6DtI5q65oWOAhkGSO1WSMjOKzJYpLeLexwT2NT2d4rgKx5xXo3ueZJWZZKikEee9TMoZeKpOXhY+lAix5A60pijGC3WqRvGFMa7JoAvNIi8Comkz0qn5xJ5p6yZOKALBBIpAhzzUkZBAzUuwHtQBCFp2KeVI7U3FABTaU9aSgBQcGpRUOealQ8UAKDg0p6U09af2oAaKev60z8aeoGKAHW0f/ABMrecKOGwwr6B8OMGtoSowCoxXgEMvlSK3cGvcfBl6t1pkMiMDgAHB6GuXEp2udmFetjuozUVxwM1NHgrkDtUN0MR5riex2R3PJfGQ8y7vkx1iP8q8khOVHNeueI28zU7gYzkEfpXkScSuvoxH6124Z6HFiviLPamtSr0pD0rqOQgcZqNR81TMKZ0NAFiPoKm7VDH1FTjkUAMYVEanIqNhQBXPBqVGNRsOetOXigC0hqUdKrxmplPFAD8U1hTu9BoAhYVGw4qYjrTGHFAFV+KaGqWRcmoehoAsxnNWY6qQ9auJ0oARulMPWpG6UzGaAL2mahPpl0lzbsQ6nOPUelenzeO7OXS4fIjYXDr8y44BxXkwIVST0HNadviaBHhl3ZHQVjV2OvCrXU3LfVzJfs79H+WvWtKhjk0y3d1+bA5HFeFxhoJFY9m5r3Lw3cx3ukQtHIpKqMjPNc8HZnoPY2BbQxfMgbceuTSg0MW3e2KQV2R2PIqv3hD1opT1pKozKVLmkoqQFqve2wurOWE9WHH1qxR0pNXVhp2ZyGlyvFchJByh2muutpg2DXL6xAbPVRMv3JuePWtawnyq5NebKPK7M9ijLmidKmGWvOfiNpq3GlzSZClPmBNegQuNvWuV8fQC58P3ioQCIz+NOHxIU/hZ86zo10jYZWI9KymV4ZPmBDCrtqPKcjOGzgirrpDcLtkUE+temjyJO7ILK93fK/Wr7Ikg5rJn094juiOV9utS214futwwPQ0xE0tmCSartaFTxWgsyt1p5AbtQBleQRTCjKc1qlF9KY0KkdKAKsMpDAGrgeoGhCnIFPUk0ASE5oowKXFAER+lJTzxSE0AMp6saaaAcUAS54609TkVEDxTlPNADiacppvTrSqMnigBSdprtvh1r40/VPsU7YgmOAT0BritoPJNOV2R1dDtZTkH0NTOPMrFwm4u59W25JUfSo77PlE+1cd8OvFi67pq20zf6bbjDAnlx611l/JiI/Q15tSPK7M9KnLm1R5Pq0gbU5mPQsRXk83y39wvTEjfzr1LVzi4lb1c15fqCgatcf75NdOH0OfFjlPFKelNToPpTj0rrOIjao8c1IeuKAKAHx9asDpVdfvCp1oAU0wjNSUlAFdgM0zoamdaiIoAcjVYRqqjipVegC0DTiBiolbNSqeKAIzxTDUxGaYRigCCQcVVbg1ccVVkFAEsJGelXFPy1Si4q2vSgBW5oApe9KATgLyx4FAG7o+jxyRrPfDFrMGCt24960rPR11K2SDSY0t4rYsfMxlpfr7VrWKzW2n6do99afuSN/I9fWu3s/D2mJaPHZS+W7DBMf8q55ttnp0IRUbs8x02zu77UDYJbLI0Z+Z0YCvXNE05bK2X92Y3AGRijT/Dum2DrLDCFn/icfxVrM2RShT1uFbERjGyEJyaDRQa6LHmt31EooopiKVFJS1IBS0UUwM7W7QXOnPgfPGd4rI065yoIPbpXUbQwIIyDwRXIvCbLUpoegzuX6GuPER6nfhKlvdOptLong1x/xT1UWHhsQxt+9uW2jHXHeugtJMkc9q87+LQleSxkwfLwR+NY0VeWp04h2hoeWTxHcJoxyOoppkIXcpqXeYpOeVokiDqXi57la9JHjjYr0Z2k1O8UFyM/db1FYzghzxg05J3jxz0pgX5Iri3yR869sUxb4qcNkVJBqHqamdba5+8ACe4oAiF4D3p/2tcVXl02RcmI7h2FUnSSM4YEUAaDXYNC3SjqRWYM9s07y2NAGqLpSeDT/tA9ayRFIPWpFWQUAaJmHrTfOBqou49c1Iq0AWQ6mlqEDFSKrOeAaAJO1KuSeKVYD1c8U8yInTFACqvdqduwOKqvcgHrULXWehoAv7vegsPUVnBpZOgqzFGx+9QB0fhTWX0TxFaXiNhQ4V8d1J5zX0JqEwmtvNQ5Rl3Lj0r5iVCCMV774cvZLvwPayz5DrEUy3fFcmJhtI7MJLWxw+t/LE7Z7k15beSLJqEjg5BNekeK7nybYIDjdxury7aUlkDHkN1qsPsLFPWxeQ5A+lPNQxHIqQ10nINPBpRQelC0APHHNTL0qEVMvSgB1JinCigCMioiMVOajYZoAhpRSlaQDmgCVGxVhGFVAaerGgC31pp60xW6U/OaAGOmaqSrxV8cioJl4PHFAEEXSrS9Kqxct7VZRtz7R0oAlArq/AWgDWtfVpGXybbEjA9TXK8AH0Fa/g3XTpXiCC9jb90zeXIOxHrRa4H0HNbwXC7ZYUIHHApYbeK3TZEiqv0p6OsiK6nKsMjHpTqnlRbqSEAHpQelLSHpTIuJQaKDTASiiigCjQKKUVIC0UUUwDNY+t24DxXIHI4b3rYqG7hFxayR9yOPrUVI3RrSnyyMiGRd6844ryf4n+Ijc6ylhCQ0duPmPvXbXesf2ZptzNKPmiBAz614fdzveXc08h3PI5YmsMPT1uzrxNVcqSFWZJ0wRgimgvAQVPHpVYRkSDGRk1YaQwnDDINdZ544iG7XnCyevrVSW2kiY5BI9RUjgN8y9adDdsnyyfMvvQBT6U9ZXU8E1eMdvOcqQDVd7N1PGCKAJIb90xknirS3sUv+sVT9ayzE69VNM5FAGwbW2lOVO0n0pPsLr9xgwrKWR16EipkvZkOd2aAL/kso5Q00qf7pFRLqcgHzc0/+1Tj7tABnBwRUqQPJ/CQPU1XOqNn7g/Kk/tST0oA0Vgjj5JzSvOidMAVjveyP7VC0jt1Y0Aacl4Oxqs07SHjNQpEW5q0kHegBqxluSTViOHPanogAp4YDtQBIsYUUpdVFRHLdTio2XceuPTNAD5L148NGuT613PgTxnNHbzaPfSF43BMTHsfSvNmLxTDeMg1ciJt5454z8yncMVNSPNE1pT5JXOv8b3rrEYijD/axwK4UcSHHOQDzXpV9Z/8ACSaPbzhW+YDdgZyRXCazpz6ZfiFkdRtyu5cZrOlpoaYh8z5hkJwOamJqrE3SrAORWxzCnkUAUU5RxQA4CpV6VGDTxQA/tSg5pB0pQKAENRkVLTT1oAixSEVJikIoAYADS7aUdacBQAwZFSI+KQgUmKAJd/HWjcGUqe9R4oKtu4oARYNgIDjmpo12DA5pipzU2AuOKErgR3qsbOTbwcVl6TcmOXyycDOK3JwGsyMdRXMp+5uzzjmrsB9PeBNU/tTwvbs7Zli/dt+FdLXk3wi1Pdc3Nix++gdR716zUMAoPSiikAdqQ0tIaAEzRmiimBRoooqQFopKBQAtA60UUwPIPi5P9gMdpGcfajvIHYCvKojya6z4oak9/wCNbmNmykACKPSuRWiCsinJslUZmFPmh8zGe1JFgvmrGMiqEVFtwvOarSAhiO1aJUCoHjVifeiwFZYzjKj8qcJJUOMnHoak8sA8HFMkkZeCAw96QhwuM8MpqNvLY8Um+Mj7pB+tMOOxoAGQZ4pmKdgUuKAGUYqRUJp3l0AQ80oUntUvknPOeaeIlHBNAEawknkjFSJEo609VjX/APXTvMRRwBQBKq4GFWpVVu9UjdkHgCmm8kPQ0AaSr70pdE6sKyDPI3VzUkD7Wz1PvTsBdkmbH7tSfeqbyTLIHbPBq+hDgZHWmyRgjHUUWAkUJdwA4G4Co4RtzEx78VBbO0E/+z0q9KgJDr19aYz174P3Amsb2xmRHWJ96bh0z1qH41adH/ZthfxxqGSQxkgdjWf8I7jy9fnhJ/1sJ49xXovjrQTr/ha7tIxmZR5ifUVHUG2fM8LA9O1WR0qqY3gmeORdrqdrD0NWV5AFMQ+nL6UgGaeooAMVIOlNxT16UAOHSg0YooAXrSEd6WgjAoAZQRmlxRigBm3BpwFLilC0AJiinUuKAEC08DnGDmnxx7/QDuTU4mit1Ah+eTp5h7fSgCN4vIX58b25C+lV8ktk06Vi7FmJLHqT1piD5q1irAWW5hA9a528TbcZxxmuj6oo9KxdQUeYeKbEdb8Ob/7H4osmzw58s/jX0R3r5W0O4NtqFtKpwUkU9fevqS3kEttHIDw6qf0rJjJaKSikAZoNJikzQAtFJRQBS4paKTNSAtFGKXFACUd6UUEHBoA+aPiDF5XjjUQT1fNc6OPeuy+K1uIfHNyQPvqrfpXGDpirQE8J+erQNUo+CKuA8dRTGNJzSEU6kYjBoAiJHpVeYZ5qY4pjj5aBFQ0U5lNNxUgLmkyfWjvRigByswx8xqwrMRwxFVqlV8U7AOm38ZY1CSQepqWR9wGDULdaAHIctyTVpUUr0qrH96rkZoAjaBfSoTHirpxUZUelAFMrilTOandaiKnNMC1BIQQD2q5ncKzozirSOMdaAEkTPNWLd8oFNQk0qEA9aBnc/Dm5+z+MrPnG7KH8a99YcEZOcGvmnwxdC28SafID0mWvpfcSM+ozUMD5S1pk/t7UMnBFw+T+NQIyY4cUuv8AHiLUv+vh/wCdVUjVh6E0xGgCD/Fmnp0rN8hl+67fnRmdT/rDTsBpnNPHSsrz7hTxJ+lH225AwSD+FFgNcHilrJW8nb+ID8KeLi5P8Y/KiwGnSsOPastrq5A/1g/Kqsl5c5wZDRYDdGSPu0HA9PfnpWp4A0w+IY9ZtZTucWhMbdwRzXFS+bFO8UhYMhKkZ9KXUDcNxEh5kAPpTPt0WcDc30FY8bfNVtG4p2AuG8cn5Y8fWhZJG+8/5VAOalT0q0hFhScdTUi/Xiok4qQU7AK5yaRPvcUh60qdaYFsfd/Cse9GXNa4/wBWaybv7xoAZaHaemMHNfTvhu4+0+G9PmHOYVr5ggOCPWvor4e3Bn8HWRJztypqJjOqzRmk4ozWYBzRSZpM0AOoxTc0uaAKnFFeb/8AC7PDf/Plqv8A36j/APjlH/C7PDf/AD5ar/36j/8AjlAHpNFebf8AC7PDf/Pjq3/fqP8A+OUf8Ls8N/8APjqv/fqP/wCOUAelZpM15v8A8Lt8Nd7HVT/2xj/+OUh+NvhvHFlq3/fqP/45QBxnxhx/wmXHUwLXnwfFdN478T2fijxCb+yinjhMYUCZQG4+hNcqTk5FNAS+Zjp1qZZmIqqGpwkHvTA0FII60hqsl0q9Q1KbpP7rUDJMUEcVF9pX0aj7ShGMNQAjAZqM4pWlU9M0wsKBDT1ooJFGaQC+lOI4pmakHSmAzJ9aCc0h60UAOQ4arcdU1+8KuJQBMeaaw4pe1ITxTAjNRkHNS4pnGaAGjINSr0puKkUcUAOFNJ5p1FAy3p0hiv7eTPKyKf1r6qtZfNtIZP7yKf0r5Usl3XUQ9XH86+qLAY0+2B/55L/KoluB8reIuPFOpr/03b+dV7fkVb8VLs8Yamp4/ftVGDhutXFCZoKoxwKa0We1PjqQrkVpYRSZMNTSmRjFWXSou9FgK/lY6VImelSYz2pyrSsAxlPpVG4XBrSIqjdDrRYD0j4Hgf25f56eTXL/ABG0j+yPGd7GqbY5W8xPoa6f4HnGv349YK0Pjjp6b9O1AL87ZjYj9Ky6gePIcVajNVFOKmRuatAXkapk6ZqpG3NWUNUgLCnipVIIqEdKlXpTAccUqYzTTSqeRQIsZxGTWXdDJrTb/U1mXHJoAjiXbg17x8K5d/hMoeqSkV4Oh6V7R8Ipt2j3sf8AdlBqJlI9IzSE03NFZgOpKSkzQA6iko/GgD43ooopgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVKOI+aiqUn92KAI6KKKAFX7wq5HVNfvCrKH0poCx0FNY0A0EUxkbE0UGkoAOKkQ8VFinLwKBEmRThyKjxUiUDLmngm/tx/00X+dfU1rxawegRf5V8u6aP+Jhbf8AXVf519RQcW8Xsi/yqJbgfMnj+LyPHGprj/lrn86w4Dhs11XxUh8rx5eHHDhWrk4z0NVERr25zVgrxVK3OcVoRjK1qiSB1PpVYritB1yMVUkXDUwIe9PX6UYpwHtSAQ1SuhwTV09Kq3AzGSaGB33wSOPEd4PW3NdX8abfzPCkMo6xzCuQ+CxI8UXIz1tzXoHxXi83wLdHHKOrCsXuUfOPenqfmqM8E04E9e9UgLkbcirkdUIjnFXYzVoktL0FSKeKiU8U4E+tMB9OXg0wGnqKAJ3P7qs6fqavSHEQqjPzzikBDH1r134PyHy9Rjzx8prySOvUvhE2Ly/XsUU/jUyKR6zmgkUg60h61mAuRRmm5o3UAOzSZpN1FAHx3RRRTAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAp54VaKKAG0UUUAKv3hVhetFFNATZ4pCaKKYxtJRRQIXtQKKKAH09e1FFAGnpX/ITtf+uy/zr6ejOIk/3B/KiioluM8C+MiBPGIYdWhBNcBETiiiqiI0rdjkVpRHiiitUSSE1XlHNFFMCAmkB4oopAFQT/cxRRTYHbfB35fGMwHQ25r0z4joJPA2og9kBoorBlHzMeDSjpRRTQFmI9KuR0UVoiSyvSniiimA6po+tFFADp/uKPWqE3XFFFIBkfWvTfhMf+JpejsYxRRUyKR63mkPIoorMBKKKKACkoooA//Z", "path": "001351.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.
001352
Men Tshirts
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", "path": "001352.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.
001353
Men Tshirts
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", "path": "001353.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.
001354
Men Tshirts
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", "path": "001354.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.
001355
Men Tshirts
{ "bytes": 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", "path": "001355.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.
001356
Men Tshirts
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", "path": "001356.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.
001357
Men Tshirts
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", "path": "001357.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.
001358
Men Tshirts
{ "bytes": 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", "path": "001358.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.
001359
Men Tshirts
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", "path": "001359.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.
001360
Men Tshirts
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", "path": "001360.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.
001361
Men Tshirts
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", "path": "001361.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.
001362
Men Tshirts
{ "bytes": 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", "path": "001362.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.
001363
Men Tshirts
{ "bytes": 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", "path": "001363.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.
001364
Men Tshirts
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", "path": "001364.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.
001365
Men Tshirts
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", "path": "001365.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.
001366
Men Tshirts
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", "path": "001366.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.
001367
Men Tshirts
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", "path": "001367.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.
001368
Men Tshirts
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", "path": "001368.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.
001369
Men Tshirts
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", "path": "001369.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.
001370
Men Tshirts
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", "path": "001370.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.
001371
Men Tshirts
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", "path": "001371.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.
001372
Men Tshirts
{ "bytes": 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", "path": "001372.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.
001373
Men Tshirts
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", "path": "001373.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.
001374
Men Tshirts
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", "path": "001374.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.
001375
Men Tshirts
{ "bytes": 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", "path": "001375.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.
001376
Men Tshirts
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151XMUtIK57OGyWc1eq7HY6r44eQeXp6FR3kkHP4CuRu7y4u5C88ryMT/ABnI/AVESfqaaTjBrzquJqVHds93DYCjQWi1I2Hy5PNNifJweKsFQcjFVnt2XlRyOaxO9W2LkTvDIHT8R61vQSC7gHlsFcdjXNRzcAMOan+1C1xIHIPZR1P4VrTq20POxWEU3eO50P2FtpLMQ5PVOMVYt5rqP5HCuOgI/rWVa+IF8n9/GwI6YOcj+lbFjeRXoLQg/LwQetdCkpbHlVaFSmryRYjRvvEc1DKS5NWI5w8jRjqOKrP+53bhnJzxV20OdGHqz4Kx9jyazYwACQMbj0q1qtzAbgbpEUDlizAY9uarRzRSKWjkjkH+wwb+VctaTeiPawVLlXMxclTmlS6nt5BLbyPG4OcqcVExZmwOlHO1jWMZOOqZ3TpxmrSVzudF8boVWLUwUfH+tUcH612FteW93EJLeVZEPdTXi4/GrdlqF1p8vmW07xnuAeD+HSvRoZhKOkzw8Xk0ZXlS08j2XI6d6ZJNHEPmYfSuIsfGnmARXYMfH+sTkflW5b3VvdLvimSQHnKnJ/EV6lKvCorpng1sLVov3kX5b9s/u1wvqepqiuWm3Od2epNPZST7UbMDNdKRzGf4o0g61oMkUS5njIlh/wB8dvx5H4159ZtwFYbWHBB65r1e3bsa5/xD4Z+0N9sso1E3JkRePM9/rn+dcuIo8yujqw9bl0ZzPYcCpoo8oRjPNQxSbGCSDDDjkYq6g9DgV5jVtD0ECwjacqM0iJtJB4qULxnNRzsscRbPTvQhkNxIscZYnAAzmuj8JaX9msTeSpie4bcMjlU/hHsO9c9pti+rajHCR+6yHcf7PpXoyIEQADAAx9K7sLSu+ZnHialvdRDMCXAoWR4WBB4x0pTyTSOPu132OEuRXCyDB+VvSpc1mkdj+dMlmuRbOkMiq5Hyuy7tv4VLQjSkmjiQvI6qo7scVyet+OtP04SRWn+lXC8Db9wH3P8AhXI+ILfX1kLak81xFnKsh3Jj/dHT8q59FEkqA/XFZSm0cFfFSjokbl74h1HViGupcRk5EKcKKzwCyg9Khc7efyqdDmMGsm7nBKpKTuyoYzDdh1HGcn3ro4EDRh15BHNZDjcOoz9K0tIu0DNExwy9Qe9c9SHU97L8appQZoxKcjHNWtvTPSo/lLBkIqbHzgdcisGj2UxoY4IpgBXNWhET/DTHXKkYoSC5RnBK8DrWXdkIxz6VsOVRSXrn9SlDXKBSDnpVRVzKpUVON2UUh/0gycZFSswXJJFNZmjUjbn3qoyvISxJ+ldcVZHymJrOtU5jrdE8W3GnWyRBBPGnWNmwwH+yf6V3WkeINP1mLdbTjd0MbcMD9K8ft7fozDJxTVZ4LhmjZkYHIINaKbRVLFOFkz3kEYoryzQ/Gl5p5Ed6WuYPc/Mv0P8ASu403xRpWohVjuVSUjJjk+Uj+laqSZ3068Jo3aKaGGKXNUbi0UmaXNABRRRQAUUUGgBpFVby+t7GEyzyKi+9Pu7hbW1lnc/LGpY/hXlOr6xPqt2ZZGIjz8iZ4UVy4nEqivM7cDgpYqduiN7VvG00haOyXy0zjzD1P0rkppnnlaWVyzscsT1JpuPWjGa8OrXnV+Jn1mGwdLDr3V8xppMEmn44pvSsDuFK8c0xhwaduyMUc4oARGDgEZ96czKoyzAfU1F5ZycMQDThEgP3fxoEyCS6UH91E8rDuPlA/GoooJZJRLcY8wAgBfuqD2FXwg9qRhgg00wTKrnyx05961/D939nvChOPNX9aziqlsEUoJikV14KkEVcZWdyK8FUpuJ2lqpBZ2IyxqnrGqRWrLCq+ZMRnGeF+tR3OrJDbK6kGSRcoPf1rjZzPqErN5zpF/EwPzSH1z6V0zqK1keThcFzz5p7Iq6tZLrEr+ZIWVT0Q9++aoWeiTaXci5sJnBH3o25Dj09q6O3to4YwiIFUdMVYEYrBVWlZHsckEtiKGVJBnOCex4qQkBWGf1pTGpByM/Wm+WoOdorF6jFp1AxS4oBiY5qe2uZrScTQSFHHGR6VDijtVRm4u6ZlOnGatJHoGia5FqUOyTalyv3lB4PuK2VTKDPavKFcxkEEgjoQcYrtPD3iFrhhaXXzS4wj+vtXtYTHKVoT3Pmcwyv2d6lPY6ONCrfyqw8iIu52Cj1J61Axcj5PlP948kUxI13Dfl2H8TcmvU0Z4eqMzVvD1vqLvcwZinYZyThX+o/rWRc6dPpwQ3IUo3ygoe/+f5V2rj93uHUDoaoX1oNSsXg+6+Qyt1w3+ePxrmq0YtNrc6aVdp2ZyUksaJ8rEk1XWGS42xoMsTx9aakLSThMlmBxj8cV1enaSLXDvhpm4z2Ue1cVKjKUtTsqVVCI7R7ew0qMQecn2gj94Tnr9a2x8ygqcjsQciqrRIwKlQfXI61EtqiHMTNEf8AZPH5V6cVyqyPMk3J3ZaxyabJxt+tCOwGJByO470SlTtAPOaskO1NIGMUdaKBkZGARjIPUetcnqPguKSZ59Pfy2Of3L8qT7eldeRTSMVLimZ1KUZq0jyjVNLutP2pPCYyehzkN9DVNrqOzgElzKkUY7sev07n8K9curWG9t2guIw6MMY7j6Hsa8r1/wAHDRLkXO7z4JG+WR8sy+xJzWMqdjza2FcNVsc9eeI7mUMml2Rcdp5vlXPsvU/jRpF/eI228uvNuiSVcgKCPQVoCBMcj6e9Rz6fBcR7JI1Zc9CKzaT0MoVeR6HVaNei7cxMSswGdp4z9K3OhVs8rXmUb3mkMHaRprdT8pH+sj/HuPau60XV49SiG50aRecr0ZfWuepTtqj3sFjlU9ye5vCfKZ4zVcLkEk9TTwUC57Vha1qzQv8AZbf/AFn8RHasoxuzurVo0Y8zF1vUYbZDFGQ8vcZ6fWuTu9Qe123TQvOpbaVjIBUH0z1qream/wBqe2slEtz1eVzlI/r6morezvJpvNvrsz4BwgXCr+FdUIJHzuJxcqzd9jRg1eyvmCRzEPj/AFcilG/Xr+FXEQZIPB9Kz/sMLjDIDz0qVUkiXbHK6gdAeQPzqzgduhoAYXjrVWcfv2PYqDUJlugMGVD9YxTwXb5pHDNjGQMUEhjjPWkBYc5P0p4wT1prex4o2GnZ3R0OleMdT07ZHIwuLdcAo/UKOwP+NenWGo2+pWqXFtIHRv0Poa8PJI9q0NK1a50q5E1tIVI6g9D9RVxn3O2himnaR7bRWJoOuxaxaBwNkyYEiZ6e49q2hWydz0oyUldDqKKKChKD0oqGeVYoHkY4Cgkmk3ZXBK7scj4z1oRW7WERO9wN59BXBKcnirF/dNd3kszsWLsTk/p+VVVJVuK+dxVV1Ju59tl+GVCirbsnGe9IfanA5/KmmuY7hrHjFNPtTjikxntSKQgGaU8CnKOtIRk0CuIKcMUYpccUA2LTSM0/oO1NJFArkci45qIuD8pqeRxgVSkO3c45zwKaLjqhXLynbn5B8vPU/wCAqxFDhenA7U+FECAheSKmC8U2S5W0QwLilIp2KTHFSTe43FBFLQaBpiYpR15paMYoBsMCjZzRzRyOaCdQK0JI0UgdSQwOQQaUc0xuKabTugaUlaR6B4c1M31gI5XzPEMEnuPWtnvmvONCvPsepQybsJna3+6f85r0cHPI6V9Fga3tIa9D4/M8MqFbTZliM/LSkDHHFNi5GKGJVq7TzTCj0o/8JBcXBTEKkNGvZiR/Ic1uBPLjJJyx6k06NQfmNE3AAqIxS2Kcm9yLGKTtRmkzVki/jTT0xS0YoABS/hSUtAARmmkU+lwOtAEJXmo3gSdPKljV0bqrjIqyfamj5VZsfSiwmk9GefeJPDi6e7XdmP8ARicOndD/AIVzm3nGOfSvWLiFLiGSGQAo6lTmvLpoGgnkhbhkYryK56kbHk4uioO6KrRAoQccUy3ZtOuY7qE4Ab51HQj6Vb2ccjtVKY4gkj3dR1rNq6sc0JuEk10OmvtcitICwZSxXcM9FHqa42Y3eptuMkkUL8tg4eQepPYe1WIbY3e2RvnTqozwB6/X3rQSIDOBxngVEYKJ1YjGTrWTKFrYRW0YVECgdh0q0qAdqsFO9NIx2xVnHdkeMU0jnmpAfUUmPagCHGTSZ4qUj0FR45PpQALyelA+9xwKU4Dp70qjHJ/vCgBQm40jJg1KgA39OBSlfkHHWgETaRqc+l30dxC5BU5I7Edwa9g07UYNStEubd90bcZxyD6GvESPmAFeg+BL7aZ7Nn4IDoM9D3/z7VpCXQ78JVd+Vnd0UgNLWp6Y0nNc/wCLrw2uhyqpw0pCA+x6/pmt8CuK8fy4htYQerFiPoP/AK9c+Jly0mzqwVP2leMWcJyeaawz0oJx06UoODzXzbetz7yKsiRH5wehGaa74Y4qLO3B/u0SuMfzoGokinK7j0pyNuPAqEfcXJ4xUkZ98UNA9CbGB9aULxSZ+b1p+OKRncbtHrSYAp/tSYGaBXExSECpDjFNPNAXIpeIs981CkCyghhwP51PLyoHuKdEuNwqkVzWQgR0AAIIp46cUrP+lAbA4FJkXuLtpp+lOzn0o6j0pCGY96MZ6U/FJ+lBVxPxo7UGkHIpgBFAPODTWJHembiXUe9BSWhP90ZqFyTTicnHXFIfXtSBKwiMVbivRvD2o/brEK3MkWFJ9Rjg15wvWup8H3AW+khLcSR/qK7sBVcKlu55Wb0FOi5dUdzG3oKGQygjOD60R9zUqcEn1r6I+PGQR+Sm3OaSU5apSOagf71FgQwikp1JQMSilxRigBMUooxQKADNL2p2AFyaQen4UAKBmomJbPp2qb7qFs81Fj5SaAIGGK43xfaCO5hvFX/Wgq/H8Q712jisXxHb/aNFmABLIQ4xUTV0YYmCnTPP97Zwo57VQltzd7oN+3d8oPpWkMAE/wAXWq1qMlJCCAWP41zHiDo42srZISjEIuAwqxEwZQVOae5XawJyM9qaAIz8jcHvQIccnjFMKj15p/QZzzTSCTk9KBjDHTdpB61LgntijB7igCLyzTdhIIAFTYwR3+tHRvQ0AV5EA47rzRINiM3H3qLhgJFJOAflNMnX90o7k80AS5y0oHTIFSNxnOcZ7VVV/nz2Lc1ZXjax+uPSgCEjDGtDSr57G/jniYhkOfr6/nVJhntSxZVwTTWjNINppo9tgmSaBJUOVcAg+xqU9KwvCVz9o0CEd4iY/wCo/Qit7tW6Z7kHdJhXnnj+Qm+t07LGT+Z/+tXoRrzbx25bWI0zwIh/M1x452os9PK43xMTlO3NL/ACBkg4/CkXBODSj5XIPQ18+z7YZJwc/wAJqrOxi+Y8rjBz6etW3XGV6jtVaXOMn86aLjqRvKZJI4weMbmxV6FsjpwKwjN9lnQyEbD8isPT3rYgYFRtNVJaEyLeeamBwtVgcmplbPAqTKSJOMUmBRSj3oJGEmjOKU4BFJ06UDEbkKM96f06MKQe9Lk9xTENYZPOPwoBwKUtkYpAaQ0PA55p3HpTQeORRuNAmO49KYaXNNJ4pAhM5+lN3YzzTWYZpjHJz1plqI2V9mD1FNMmSCvccVFdMfJODzniq8UmZQA2cDGKaWhqkrGnGMLgfnTiePbtUKtxUgJP0qSGhM4P0rU0CUxatanP/LQD8+Kyupz2q7pp2X8DZ5Ein9a1ou1RHPioqVKSfY9YjHJqUDFRBgDmneYDX1Udj4GS1H1A/LGptwI61A33iaYkJSUtJQMWilpKACk6UtNJGKAJVYFSKbHy7exNRRt8+D0p4YKrA9WJJ+lADnYOwA6daa4wAPWkU7jnGM849KQksc+nSgBj8Y96hkQOpRhkEYqd+W+lQtwR9aTFJaHmV2vkzzRDqrMuKrhQFGNwA9e1XtXGNau8DH7w1S3bQATzXLJangTVpMHUGMENz3FKucc0m/d3xRjnNIzJ15B5xTuhHcVEDhePypwPvQMU4HFMwOtLv46U3cKBitjp1qNmHTpQzYqBmGeaAG3GJYXXOcj9apG4YwxsTgg/N7EVPI2Of5VjX04hfbuyGfOB1PrQXGNzZt3XbvY8D7qn+KrcZ3jeTnPT6ViWrvcbS2NvQY9PQfXvWyJAAEB5A5oJasSkZGSfoKZnng80q9Mnp2prA5oBM7zwJeHNxZbRjb5wbP8AwHH8q7ntXnPgMj+1Wx/zwYH81r0atoO6Paw7vTQ1/uE15J4lu/tWs3Dc/KxTn0BNeq3UgitJX/uqTXi1zK0sjSN95zuP4815+YztFRPo8kp81Vy7EXbPpUpXeob1qIfe9jUsZxlT0HSvFZ9WxvUYNQTfKMnkd6sSDByKglOcgjPahFRMTURALd1uNzQ5BO3qOe1aNnMktupiBVOig1RlQvcxxA9X78/WraPGh2spRu+BxWrfu2G1rc0Fb05qxHwM1RiYEjBq0jZ4JrNmckWN1BPNMXoaCM0Gdhc5pe1N+lKPSgdhxxgU38KXtSdPxoEg5H0pcGk9OOKX9KAFBxwTSE+9HemscDqaAFzxSE8U3PHFNZjmgdhGNRMeCelOdqqTzIIyGJJPYUI1ijMl1KK8eS1hkYkHDMB93FX7RAFAXpWTBEE1CUFcBlBwK3rYBVGK1nZKyKjsywicc1IBnp0FCrupxx07ViZtjDU1o22dG9GBqA8U+M4NVB2aM6sbwaPXkO6MH1FLVbT5PN062k67o1P6CrNfVwd4pnwFRWm0B6U2nUmKsgTmloFL+NABSUUhNACFxUbN70rNx0qBmwaAASbZB64zipwdy4/En1qgyLJcLIW+VVwUHc9jV6LkZPagCTkDA6mlACgn06UopG+YhR070AM/hye9QN1qd+TjNQN1pCex5xrHOs3ef+epqns4zVvVwBrN2f8ApqarqOOa5XuzwKvxsjK/gKOFPrT2XjrTcEjtSMw9hmlycjihRzzQ3FAxpf5iKTzM9Ka544AFRlj1oGOLZPWoZDnrSlue9V5H29TxQNIiuplhheVztRRuLHsK5pbptRnWXG23APlj+Jq1NZmkS0kEcQfcpAz0FZ2noBHEcchRlv6UI3VlG5u2YcKQmM+3b6VqRIIwAeo5x1/H61XsxtjAVRn19KuhMdOT60HO3cUjGfXHA9PeomyMjNTMNoPdv5moW4OOKBo7DwF/yFm/64t/Na9HrzLwPJjW4lBxuRwff/OK9NFbU9j2ML/DRleIJfJ0G9cdRE2PrivHm64r1XxfcCDw3cDIDSYQfif8K8n53HuK8nMX7yR9hkUPclLzJR7jmnEHgjrTV5NSqMV5Z9AxrHPNVpuPxqw/FVZz8tCKgZcbF9TjGOQjN+PArQKP9frWbY4fVpT/AHUx+v8A9atgjsa0lo0O4kce05znNSqPekUccdafwDUXJY4Gn5OKjGc9KkBoIE708HvTeKWkJjgcUHmiimSLxikHTBo56ZpOaBjulMbpwKPx4oIwfWgLDM+opsmOxqTGDmonzQXHcjJzULxjrgVKwqFxxyaSZqkZsuEvlI6Y21qwcAVlSqfMVtuMt/jWnAcqK0mPoXUPentjFRocipD06VmYvcjPWlDYOfSkNNzzQnZjtdHpvhibztBgBPKZj/I1r1y3gm43WE8HdZNw+hA/wrqRmvp8JLmpI+CxsOSvJeYUhpaQ10nKApaSlNADcio2bnFP71E/3qAGufl4qHOeDmpjyKbtB7UAZ6+WmoMkbDc43nnn0/pWxGMIAO1ZShBrAwv/ACyJPp1rUU8UAP7Un3VJ7mjPPPNDcn2oAYeAT61A3Wp2qBsmkDPP9Zj2azdZIP7wmqYXnJFaXiBPL1uY4xuAP14rPzk4JwBXLLdngV1abE6GmuBngU44z1pjEYzikZjMYOTSN9DRu9utNYkL1NAIjYEc84qI7ueakOR61Gx5NA0Rscd+aqTfOcDtU757H86rNkMTzSLRn3Pn+WyLjG05LVU087ljG4NwBn1960brDRkMeMfnWZpp+bG3HJAHtk1S2NF8J1dqflAHA4rQGBgVl2pJA/lWmgGwGkc4yQ8k/lVdwRweasOMnI7VDICev6UDRt+E5vK1+zOBy5X8wR/WvWx92vE9JuDBqdrJkLslQ8+xGf0zXtangVrT2PWwb904Tx9d72trMHgZkYe/Qf1rhvLKtxyK6rxlY30WpyXjoXt2ACso+6MdDXL7vUEGvCxjl7XU++ylQjQSixVOTjNS47iohjPY08HHqK5D1GNkqjcnCGrzgt3qheRkRE5AAojuVEx7GVo76aTGcttz/n8a3Fk3jNYtmgKK38RJJrXgHTitZ2EmWE5qTIzSDHQCnDHeshsXFPHSmA+/FP5x1oJYuaUcCmd6fu4pEi9e+KXimk0Z4piHGkPTmkGc0NyelAgpD0oHGc0HkdaChrHAqInNPcHHWowO1BcRGHFROOKlIqN8UjVMrGBpo5nX7sEZlb6ZA/TNSwY2jBzxW14WtYry+vLeVd0ctqyEfUismKLyXeFwN8bFD+BrpnC1OMjkp4i9adN9CxGOKlyAMZqIAAdKcAPQVzG0hSMngZpAjemPrTs4pQ2R60EuVjc8KZj1mIbz8wYYHQ8V6HXmugSNHrNrjqZAuO+Oa9KNe9lrfs7M+Qze3t7oSg0CivSPJEoJpaTvQA01FJUp5NRvQBFRnilpCcnAoAz55dt9GwAAxtJrWTpXO67ejThbt5PmGSZU25wOT1rpI4yVH50iVLWwtFTLGO5zTtoHQUx3KxRj0FIIPWrJNIBk0Bc4jxlbiOe1lA+8pU4HpXLg84x+ddx43jAsLZu/m44+lcRkZ4rmqbnjYpWqMXJxTCM9cZpSQRgUdeMVBzEZ9qY7AcfzqYr6io2XmgYwgEYz+FRtH1459am+X0prd+aARTkHPTNQSgbDxz2q2yjNVpR8pH5UFmXdglG4/KlGkXGnafpt5LtWO+EjR4PPynGSO1TvC8zLGv33YKPx4r0Lx74fis/DGilSQ1httyF6EMACfzANVFaM6qcOam32OLtm6EZNaKSDbjj86z4oUCcA/jVuMbQMAKKk4WSElun+FN2MTycewp24YxkHmk3DnrQOMW3ZEkSruwB+Jr1/R5vtGj2cpO5nhUkk5ycAGvIkVuNoOfTFetaCiJodkEGAYVP4nk/rV03e56uEpziveQzxHbfavDt/EMA+QxBPsM15XYWMdwSokkUfmK9Z1yQR6HfM3AED5/I15tpUe1lOOcAY/OsMVCL3R72Bqzpp8rBvDNyVJiljfvjoaz5bC8t8iSCRceq5H5128Z2rz2oe52jjI/HNcUsLF7HpwzKqtHqefksp54+tUtQb/RXz6HmvQbh4pVO+JHPuorh/FsUcqKqRKoBy2wY4yBWEsPyno0Mf7R2sY9rFgLjPAFasQxgYyKrpEI0TA6gZq3H8vNc82ektiTHPHelxz1oJoHqRWYx20Y60ooAx0NLQQ2L1ozg47UD8aO9Ag5oznil/Gl75oEJzSkccU05zR1pgLjNHY0HpSZoGMfpUYHNSv0qIGguIhqN8Y5p7dajYc0FI3fBQzrUq+sDfzFJ4i0x08SyLEoVbhBKD2L9G/kDT/BQ2663vC38xXT+K7bdpsd0AM20ob/gJ4I/WvYo0lUw+vQ+bxeIlRxt12OMTRdQc48okeuRV2Lw1fOcu8afVv8K2bKbMa+taEUg+b1NYxw8CquYVtkc//wAIyFGZbnJHZVqKTTLeIZIdj0+Zq6KbODWVODtYmq9jBbI53i6s92GhGOLXbcIg+ZiP0Nd0etecabMItatHJwBKufxr0jpXo4W3LZHl4xtzTYgpc0lFdRyBSE0tNagBtRuaeTUZ5NADaQdcnpSkYqNixGBgZoA5DxpK4jtnDYG8sPYjGK7TSrhrrTLaeQAO8asR745rjPGYJubRB02E4PTrWloOvwwaJbw+W7vGCmMjHFZKSTdzlptyrOJ2FLjj2rnX12eX/Vokf/jxqjNfXMykSTOR9cVMq8VsehGg3udLc6jZ2gPnXCKR/DnJ/Kuc1HxokPy2VuXYn78vA/Ksa5OcnnPrWPdDJAyaxliG9EdEMNFbk95qt7qsrPeS7gGyqLwq/SqoGOSaZETtYe9P6tjFCbe585mCtWaQ4ZPbFAGOBS4ORmlAAyKZwjGGBTM4zxUjdKiIwMg8UDIm655pjk1JIwA/pULKSM0AiIn3NQSk+9SsecZqvI3vQWi1okSzeI9NjP3TcpnH1r1bx5D53g6+whYptkGB6MDXmnhGD7R4r01Qudsu/r6AmvabuBbqzmt3HySRlD9CMVrBaM9LCx5oNHh9ra3FyP3MTuD/AHRx+dbtr4XnYBpbiOMkcgAmo9HYxx+S5+aN9jc9wcfzFdNG/wAg9a53I66eXUlrLUzE8N2sKZkmklJ6j7opJbaGBSscSqAPStd2Gys+55Bwe3es5NnoUsPThsjEfIlPpXqWhf8AICsv+uK/yry6fhz68V6b4dkEvh6xYf8APFR+XFbYfcnE7Iq+LrgQeG7o5wX2xj3ywH+NcVpi8HJweBn+ldF48cm0sbc52yT7j7hV/wATWPYpnI27QOtZ4h+8Xhlanc0t21BgkDHaqc8pyfmxirEvCHGfSsmZxuZD17VjJnRBEu/MLMM/Wuc1JDPb3hPTzIYgfTlmP8hW/M3lwhF/u81iM4ewuRj5vtq/pF/9esp7M7sOveVu5RK5YZ6UoXB709gcA0A9v6V5rZ9H0FBNOUknGKMYpUHNSJj84pc0hOaQdaCB/GKTr0xSGjNADxx3pTTVajOaYgxmlzgdaaTS4GOlAB1pCKM4pCeDQNDHP0qMH2xTic02g0QjE+lRnIpXJppzQUjofBh/4njE/wDPBv5iu7vbdb2wntieJEK59OK4Twf/AMhxv+uDfzFd+oNe/gVejY+OziXLiro4GyuXhLQyqVkjJVh6Ef5FbMFyDg9sVn+IIhD4klxwJo0kP15B/lUcUjRtjNYTXLJotJVIKRulw68VQuOFPPFOt5zJgGnzn5T3pXuZJWZzxIju0kz0YN+VeqEg/TtXlt1GobIGGx0r0mwuPtOnW0+MGSJWIHriuzCvocuLWzLA60tNBpa7DhDFNY+1Ppj96BkTGkApD1ozQAN0po+lDGlHTNAHnvi+883W/IHSFAPxPNQaVL+6ZcjAbj8aqa6wk8Q3zc/6zHNNsZCJsY+8D0/OuOerZ51Gry4m508cox15p4b5TWVHKcA1ajkz1NYM+lQXHc1j3nyjOePathzuHXIrJvxwcjj09KjqWirCQQw96nH4VXgH3xjkEVOoJB5rojsfJ5lpXY8EelLx14pgBwTSZ45FUcA5vrUD5HepWOB2+hqNyu3PT6UDRDgc5b8Kic4z1p7dc81GWBOAOfWgaImA6k49qgZc1YbCgk9aauWfB4FBV7HQeAbYyeLYXGcRRuxx9Mf1r2DFeY/DeHOuXcv923xj6sP8K9PraHwnr4VWpo8m1i1fR/E93EcbJn+0R49GPT8Dn860ILoOoHtVn4jwhH0u7XG4SNG3uCM/zH61hRMyqrA9RXNUVpHrUneKN1ZAVHJqGf5hkY+tV7efIFWWyUyeKzZujEveWOOvevR/Cp/4pqy/3P6mvPL6MMSRnI/Wu38EziXw7GnOYZGjOfrn+orXDvUxxS91Gb4+OG0vBP33/kKyLNwMbCc960/iE4WbSgehaTj/AL5/xrKs1UDA4HYZ61nW+MvDr92i+zhgVzz3rIvB5coI5xxmtNlI7gdgBVC6XIIPrzXPJnVBCXDq1qWH93muWtLhpZ7yL+FZg/4lFH9K2Z5tlq49jWBpXzNcydmlP6AVjVlaLPTwcPfVy+3p2oA5xilftQDzXAe0L2wKUD3oo4pCFzTgaYD6U4dKCRc0tNpTnFAhRQTt44pAaccGgBvpS7j0pQKGHAoATBxmmmn47dqaRQCIzwOajPrUr1CaZrEaaTvSk00fe60DOi8HD/iduewgb+Yrv17Vwngtc6pOfSH+orvUXpX0OAX7pHxecO+IOQ8ZR+XqFjOOrxtGfwII/mayJ5GQLITtGK3/AB0CtpYMp+bzWH/jtcxPP50ccODk/erDEaTNcJrSRd0xnkO5j9K1nwy4OcVmWcZhjxjGOlWnYMBhtrdsjqaziE1qU7qEB8jIPvXZ+G2dvD9qX4IBA+mTiuKuWYthj8w7iu38PD/iQ2fOcoT+prqwvxHJi/hRpilpBSivQPOCo2zmpKawpDIiKYakppFAETHtTGlxGw9jintULJuIPvQB514ntjBrkzbcLIAwPrwM1StG2yx+mcfnXS+NYcmzl9VZT+Brlk+TDAgEHIrlkrNnkVPcrXNmD/VEH738qUTgd6bES7uzYy3zED1NV2wJQvbNcr3PqqT5oJ9zSjl3L1NU7zkc4I71YjA8vI/SmSESJgYb+lSzRGXB/rHAOMjNTE8YBqHAF2MAYOasDGMCt6ex81m0LVb9xAMc/pTdx6mpdpP+FR42seKs8kbjJ3GmyDI7fhUuD1xTXPOKAKzD5agOQcAfjVp04yM1CQM4I5oGiPdyeAfrTOVJOPyNTMCO1QucL6mgrc7P4b3aLql5bEqHkiVx6nB/+vXpleJeDZWh8Y2ezjMhjOfQqcivbQeK2hsexhX+7sc543hEvhO+bAzGFkBxn7pB/CuDifNuAM5x1r0/XI1m0K/jYZVrdwR68GvK7CdZLIZ4wozWNZapnp4d7olS5YOi+1acUjFeTgn1rDtzvuWkz8ucCthJMrjPNc51ogu4ztJyOeuK6HwFcn/TbNs/LtkUfXIP8hXPyzZVkZSOOeO1bfgME6hfNnIEajP4mtKLtIzr/AU/iM7f2rpqcbRG5wfUkVS01sjp+vFXPiRhtY00Hp5bfzFULFcdxUVvjKofw0awXjjofQVUuUDDA4FW0CgHJPPfPNQyJtUrn72TWL2NoPU53UwEtpSePlPFYui/8eb8nBkY1sa78ttKc/wmsbQpRLpwwOVZgfzzXNVXuHsYN++aLUY460MM0cYwM1xHri9s9acOlAXNHfApEsAKWgUHgUCuA4pTik60UAFOzxTQKdigQUc0v50UwEzSdaM80UANYcdagP1qdx8veq7Cg0iNPFNzjmhsCmNQirnVeB2zqVyp7xZ/UV3yDNee+BB/xOLj3hP8xXoqDFfRYD+Cj4rN1/tDOV8etstrD/rq3/oNclYL5s5Y+tdD8QZ1N1YW4PKqzH8SAP5VkaZGEHPrz+VYYjWozbC+7QNeFQq7e2elLKg2HkbhyvvS8IB8wz1zUczhUOMnPXArJIlu7Mu6lG0jHPHFd7oOBoFjjp5eR+Zrza4YPMSAQVOSGGOfSvUdNh+z6VaQ/wByFB+g/wDr114VanJjHoi3S0mKK7zgFphp9NNIZHSMKfjFIRQBCw5pmBzUrDNMZcIxz2oA5XxnHnTrVsdJCM/UVxm3HB9K7fxiyjTLde7S/lgVxgQswXP3mC/nXNU3PKxK/el3f5Rznqo/lSwIXcsT1qO4XE7oDnY2M1YhGwA4z61yy3Z9NQVqaRIc5GD+uKrv3PKtnt3q4cMuSBgdx2qndEBueB7VBsiqhzdkY5APJqzjaMcVTt23SzHqAAKthxj0reGx8zmsr1rdh3QdeajPXrzT855NNOTyKs8oQDio3IFKWAGCKjkAI79OBQAhbAwKjJz1pm4Zxk8Up4xz1oARsjOM/hVdxz1wKmbI54qrM3FBpBD7O4NnfxXWTmOZZDtPPBGcV75bzLcW8cyZ2SKHXPoRkV89kERZJr27wjci68LadIM8QhP++eP6VrTZ6WDle6L2snGiX3/XB/5GvFUl/cxovTaP5V7J4jkMXhvUXU4YWzkflXjFrGZHUDPH+FZ1z18P1Nuwiwg9/Wr7IevJB/u4qG0jwikHnPerXUEAAY7VzM7EUpX25BJ49a6bwBHtXUX3AqXRRjtgE/1rk7x8Fjjn1Pauw+H0f/EpupOjNcY/JR/jWtFXkZYl+4ZfxLiAuNNmIySHXn8DWNpkoZcdhXUfEm3MmiW1wBkxXA/JgR/PFcdpLryAeRWeIVpXKwzvTsdLFgDOOT3qCcZxg81KjEgDOCRUVwSqkgYPr35rF7G0dzmNfcfZp8f3T/KsHws27TZM9PNNafiSbZZzN/sGsnwwNtiU6HhvxNc9X4D2cF8ZunGRR+FBGMUueenFcB649elGO1IG9KM80EMcvFIeaUHrSZpgHSlzSdhRQAtL2pv4U6kIQcEf40rE5puMHtSkjv1oABgUcUlHvQMRxUB71M3SoTQXEjK5phXnipvzphGTxTRR0XgYka3IPWA/zFejpgV5t4NmRPESR/8APSJkH1HP9K9K59MV9Bl7/cnxecK2JPM/GLm48WeVnAiWNP6n+dTWqbUYgdDWdqk4u/Ft7MDlTNsB+mB/StiJdoDdmrCo7zZuvdpRRMzARgf07VUuXdFOD16Z6VYdlz0OMYrNu3MeVZjtPIOaghIq2dt9v1m2t+VaSTaT149T+tetdBj046Yrg/Ben+dfyX7DIgG1SfUg5ru844r0MNG0bnn4qV5WDNG7mjjvSEDNdJyXFooFITQFxKKWmk0Bcaw4qGQFl25wDUzNxULPQK5znjFcaUDwMShsEe2K42AZmXPOOfyrtfFkbTaW2BkqQ35ZrhoWyXPTCdfxrmqrU4akb4iKLELGVi7dTj86vRfLnv3qnbqShI9c1bGeo4Irkb1PpYqyQpcIWDcd6zL1zjgr7CrjyBQd3APTuKyrpyWOGyf0pFElkylJnOckirWRnOTVeFWS2j4wWG4/jTvmznGa3irI+RzCfPWZMWwoPU0iscHsfSmYOc8fSjtnAzVHEtBGcg00tnmlJyD603HHSgBD0qM9xUhHBpnrQMZJwQKrTDParDkY5PAqvLgc0FxInCmPrXpnw1v2l02509gmLZwyYbJIbPb04/WvNXH+jkdfwrs/hhJ/xObtBj5rbLD0wwA/nVwep1YSVp27nYeOpjF4QvivO4Kh57FgD/OvMdLTdGHPUsa674o3DJBpUALBXmZmAY4IC459eoNczpcZ+xpg469e9ZVnrY+hw60Ne3IVCvryKRpCnTBHfNOAGwkcHFV5n2rlhuU9cfzrBnWkZ148bblAAJ969E8BIU8MIT/HK7D35x/SvM7glyRjJyMevNew6DZNp2hWdqy4dIxvHox5P6k1vh1rc58U9EjP8cQiXwjf/wCygcH0wwNeX6JODLg888DHSvY9Zh+06LfQf89IHXp6qa8Q0ybZKBznvSxK6jwb0aO3VyCD61BdEmMKDg5pbaQuvfgfh9KiuZCrZ4A71xvY7IrU4/xMS6MmeoA/WoNITywwAx8o/rUviJgzqB3ZR+tOtExjPde1c1Z6WPbwUdLmiMkU3PNNDMOp4o61xnoofRnBpPxpf50A0PHNIBz2pBn1owT3oJHUmOc5ozRmmAtGfem59aMGkMfigigGkJoEJRmkB+tFACGmEdafn6U1sGguJGaRTyRilOKaSBQUWtEuhZ+ILC4YkIsnzH0BGK9baQAZz0Ga8TdiA+OoBYH6V6s10B4aN1vBxZl8++3/ABFe3l8/ccT5XOqd6sZo8yst0s7zFvmaQt9ckn+tdYoBVscZ5FcppylYYh1JC5HvXTD5cDJ44rJu8mwmtEhsspGSO3YVj3UhYZ5q9evsDkAHPI+tUdNtG1bVI7RM7ZHyzD+FO9VFXdjFvlVzvvCNr9m8PQsy7XnJkb6dB+grc4piKqKqINqIAFX0A4x+VOFevCNkkeLOXNJsX8KU0UlUQFIaXpSEigBMikJoNNJoAa54quxNSuxK9KhA3GgZnawN9m6nvG38q8+iXELn3Ar0TV+IgR6EV590iw2dzNkfh/8ArrmrGSjfEQLFqfk/GpySikdce9Q2xADKBwe1SSsoUso+tcTZ7yRDO2UPOCKyZSZHCqDuPbHWrU8rDj+Hv61XtWdZmkDcrwPqacFdmVeoqVNyZYc7W2joOAaFJyBkgH0pvU5zTgxBzz/Suix8ZUk5SbJAVU8jNNd89P0qPnPU80Y65oJFyc0oH1z61FyejEVIrYXk8+tACkYpmDtp+c9Tmmk9ucUARFfU8VBIOcVYcAioGDBSMfSgpDXGYCBwDXR/Dif7N4nSNm2ieF4/qRg/0rm5Dth6VY8PStH4k06UYJF0gAz6t/8AXpxdmdFCVpJnYfFE51LS1ySBHIcduq1laQP9FHTAPQ1d+JHzeKLNDzi26emWNUtOICcc8cj1rKs/ePp8OvdLzn7w6Cqc7jyzkjOcVZlf5fdRgH2rJu5ABztP9RWJ1JEukW327XbO2I3K0oLd8AckV7QBxXmnw/0szarJqTqTHCpSNs/xnr9eCfzr0wdK7aMbI87ESvIRgCpB6GvCtQs20vxHd2xGAkrbM/3Scivdq8q+I8H2fxFaXAO0TQ4Jx1Kt/wDXpV43iVhZWnYksS/lDJyOvA70y8wwww59KisZR5Aw27jmkuX+csDngcV5sj1IrU47Xsm9gT1kyauW6/d9lqjrfzahFg/dBP8AKrVnK2xcnrXLXPcwmiLhoB4pc5o4rlO8UmnrTBzThx3oEx5/Gk/OkzxSZ5pisGetAP1opOKB2HE8dKQGk+tAHvQA7PNB60me9BJ/CkIM8UZpPejOaAFwO1RsBmndfWmsKCojDUbkDNPY4qCRl/GmgbCNgz47kEV39/L9m+G5z1a0VB9WOP6155C2Lhce5rsPEV4j+E9EtY2GZgjMueQFU/1r1MG7Rkz5/NI3nBeZjWEe7qeBg/l0rbLcM3ZhkfWs3T1CISw+Uirc0m2M88qc/hQc03rYp3sodWYZzjkVt+A7XfPc3xXG1BCpHcnk/oP1rlrl2lLLDy7MFUDvnp/OvVNMsIdL06G0iUAIuGP95u5/P+ldmFhd3ZxYupyw5V1LoPalFNFLmu88occ0nOaTdzS5pgKelMzS9aSgBKaakxUbcZoAjYcVGuFbJqR+BVd2waBozdWfdGcHsa4SQn93uPAzXa6qfk25/hJP5VwztuZAP7v8zXLX2HRjeuizbZw/f0qSQjaw796igbGQx4PSm3Ep8vB6jue9cPU9pIz7mRgxxyDxkU+Bf3Ck5yx3Y/lUDKZblFHGThvar8jBm/T8K2po8bN63LFU0QEhTwOfenK2epoZRnqKaRg8GtT5wk79qRjjvSb+KXII7UAMJ9qQOS2MD8adjJ5ox7GgBRj1A+lLjI65obaMY/Gmk5PSgBwRWGec1A+PMxzn1qZW5x/OoZmCAtkZxQMq3TAEKKn0Eg67pw/6e4//AEIVRkYvuc9qv+HIvO8R6VGHK7rqM569Gz/SmtzopL3kjqviDIH8WxJjGy2TJ9cs3+FUbFSA7DnKjH51F4mu/t3jTUJMMBE6wYJ/ujqPzqa1/doO4xk1hVfvM+roL3UWJ2wPw4rDusMcA4PpjitK8cJGRk4FVdOsJNX1a3sY+DI3J9AOT+lRBXZtJ8sWz07wXYmy8NWwdcPLmVh9en6YroaZHGsUaxqMKowB7VJXoJWR5Mnd3CvPvijZmSysL0dI5TG30YZH6rXoNcz47gWbwheF1yYgsg9iGFKavFl0naaPPtMmMixxr/Fx9B3NXblPnJAwOmKz9CGdsz4ABwAOprZu1ypOTyD2rypI9mL944bVEJvCw6KOeaktv9UuKddoGunJH8GKZaD91tz0rkrHu4XZF5T+NOqIH3p4auY7h9L2poNKKAFzS5pB1paBBn3pO9FLxQMTmgA9aWg80CEz2pc0nSjNAC9RRTQeKCaAFOKQ8j1pN4pu8Uhoikfjp0quwLHJGBU8h5yKrSlskk8VcUDFhUG6GOwzVwyf2jewSLkCG2SAZ9QST+p/Ssy1crPv3Y9zW9pFozxLKV2oxLE+uTXZRutEeTjeW92bFnGBGysMZwKoXMm3KnkqSDWsZVic5U424/p/SufvmMl06qCdxxgdyeldKV9DyW+rNTwhpbXmri6ZT9ntTnnu38I/Dr+Feinnv+dZXhvTTpWiQwyD98/7yX/ePb8sVrZr1KNPliePiKnPMUUHNANLmtTAbTgaQ0ZHrQAuaM+1JQDQA6mOAOaCajZhQA1zxVdvepXPFQSNhTQMxdRJlaQIMnYQAPpXFAASlcHAOP8AP5V2VzcCFZpiCdqkgCuQiXcBz855PvXHiGdeGppyciXKqBkYz0qpdyZU4POf1q5cjdbg4wUNZU7GRlQfeZuK5EtTvckldktqi/PcMCWPyoO3uTUhHGAT9aaQVAQcBeOKAx4AArpirI+Pxtd1qrfQRiccZ/KozvzxUxPqKBtJx2pnGRjcQKcQwPtSjuAaXdxzQMbk9c0oyOc0DBPTmhiOnegALA9RSZzz0FIRxTce9AEm4DPHFUrhvMfA6VK7YOKg4HOOaC0iGQbUI7Gt7wGqN4vsTJgLGry89sIcVz8x3HAFa/hSdobnVbpF+aDTZipHYkAU1odWGV6iBLj7ff3d4QcXE7yDPXBORWyGMUALDg/oKzNPgCwqmOwAxxWxIpaFoyM4UACuaTu2fV01ZIzb6QFD7Cum+HentNdz6m6/LGvkxk92PX8gMfjXJGKS8uY7eIEySuI1HuTXs+k6dDpOmw2cI+SMdfUk5J/M1tQjrcxxM7LlNAdKKKK6zgErI8TwmbwxqaqMk2zkD6AmteuX1e8v5b+4slktI9P8pYpGKNLKXkDAfdYbP4eqnOaT1Q4vU820OXcqKOu3r7V0lyn7rlsBhXIaZZPd/wBnRyvJZQuZGyZyrTYibaB5ThsbypIypwprft4xP5d00pfTYUtxDm+liVg5YM7ZLNISwChWJXjrzXnuk5XaPU9sotXRy+oMUnb15H61FaNuzitPXrJbS019UlmN7vtfJMgXZAHeRRtAHJ4OSeuB6VTuNLCtNYaXG4kiuHimuIZ5LpokVclnUjO/AOAvy5NYTwk2ro9TD5nTg+WaJgc8U4ZFT/2XAmpyPKJ4LWJbQJ9umlhUB8+YTjBd+mARtz1pLa0ghnjilE73FzHPNueVv3QRuF2Z2jA4JxnPeuaWElFXbO6GZ05uyTIwTTgaBj3pRiuU9EcMUuKT5fUU4FeORSENo/Knnb/e/Skwv96gLjenelIz3peB34p2Ae9AmRkUhH+cVIdvc0h2dmoAjIPYU0gn2qX5fUUh25oGQ7D2NJtYelTEgUxpVHbNMdiBgQeOT6VWmjYqSwCr9asPcMM7Iz9azL24kf77KoHTJq4RbYpzjFaj7ZBdXKW0YPznk+g713tnCogRR9wDaFNY3h7Rjbx/aZ8F26ew7Ct0yRjGwgY49676cbI+fxdXnloU9RcBcdOOeah8PWn2/wAQwK3IRvOb328/zwKi1CUEEt1PAro/A9mRBc3jKcsREhI7dSfzx+VdNGN5nm4ifLTOryevejBpSDSYI9a9Q8cUcGndqaBS0AH5UflR+FLigBKKMH0NGD70ANPSo8ZOalKk9qaUbHQ0AQuMkntVKZiFY+lX5oztwMCs672qm0HJ9BSGjmtakK2W0Hl3C8VjxRhAC3JwTWjq0hkv/J2Dy4eBj1xzVYgKhJPI7VwVpXkeph42iUp5gsTg8ZBP0rNt+JC55KDIGe5qe+kHmj34qpc+dBChSTAYbmwAaVGm5vQxx03Gk0ty2Gzj92T+NPUnP+rJ/Gs1J5gpcy7l9hyKe9zOi+ZG6uvpjkV1vDzPlnQmX95/55t+dJ5g/wCeZz7NWadRuA3SIj3yDViO+d5NjJECYy/DHjHapdGaF7CZZMi/3GpPMUfwtUctxJE8a7Ebeu7O79KqtquJEUxqd5wPmo9lIPq9TsXN8WckMKXzIgeGYH0xVE6oyhiYIwFOOX6/pVObxG0RAbTJGB43RuMUvZTD2E+xteZGRktj8KYWjJ6g1BbXhuo962pUY4Bcf4U55tpO6Hn03Ueyn2D2MxC6bjk1XllQd6leZs8QHHuwqnLM7OFEQBIzljR7KZUaMxjv6ZJrotEj+yeDdWvvIYSXzx2cUh6FSSW/l/KuQu551O0bBnuAa6XRPtU9raWzTu9vGTKImPAf1x60SpuMbs9HBUXz3Zu2lsIo1LfM3bnpRcTmLqevpVxDtGOhI9KxtQkOc45zXEfRpWRs+CNON94h+0Ff3Vr+8JPdj93/AD7V6qOlcd8PbPydFluj964l4P8Asrx/PdXZV3UlaJ5laXNNi0UUVoZHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXs+k6mINA0tGs7h/8ARIgCuMH5B714xXtOjRv/AMI7pbtE20W0WCB/sCplho4jSXQ3oY2phG5Q6lttTkI+SzkGf7xFRfadQkP+rjCj0BJqyY1YA7mA9KjYuHIUEcetOOXUY9DSWc4mb0dijdyXxQ7JDk9MACruheHpLq9W8vsvGOUV+rH6dq1tK0mSX97NGSCOFxXRww+SmCn5DpXLWdOHuwR10Z15rmqSJoV2oVXA747Zqhe5jLuccDr3zVtt2DhW/Ksy7aQhosHB9RXLc3SdzNuZPMESkEjcSB6mvVtDtGstFs7dhh1iBcZ/iPJrx29EkS/xKSSAR/nisSSSWJiJDIyE8EMfzr0sLRduY8nG4hc3IfRxVuuD+VG1j1Q/98183Ge5Q7rW5nUg9FdhTpdZ1RSWW/vEYHtK1dfsmcXtD6O2HP3P0owf7o/KvnSHxJ4iF2hGs3oRFYsHmOD8vcemaoS+LvFH2h4hrmoblbHyzHOKnkGpXPpvDdl/Sl2v/d/Svm5fEfiGW33y6xf7gBz5zcnP1qKLVtYnmCtqmoEZ6ec3Jp8gnM+lfn9D+VIdw7H8q8RW4vpbcbrq7GRg5laoozcopHnTEZzksaORh7Q9xPHVwPqahkmt4xmW4iX/AHpAP614tmUnDOxPuTTy23DSA4xwaOUOc9Wu9Y0m3jZ5b+3AUZOHz/KuZn8Y6RJOILaSSaRumyMgfma4O6WS8DwQKWZxxkcZrZ07S1so/uF5j95yP0HpWNWagjooU5TZoFsFpHJLPk1TmmDbipIPTFXivyYORj2rFvdyydCAenFeY3d3PYgrKxWnzJKikc47U6aXBIePAHfH86W2TfO0zAlEXI46ntUE05l3KFJBPavTwUbLmZ5GPneXKivNCHBaBwAeSKrKzxuDghu1PdHDEqCDzzjpQHYP+9RumNwFd55xXmnBl3DAz+tTW8ytKW3D/UuOeKpXIYv8o4zxxzUCvJ9qlKKQvkNzjPpSlsVE2bq/VLaOYHOxccfSseG7eZY5pF5VtykDpWbLcSSxgLuEecYPY1fkDrboSP3cYCr8uDnrUlpdSUzeZNtc4U8+ua14rVTagK7fNyKzdHtDPcgbCe5yK6hrERxfKrKQOBjimQVLeHyrU/M4/rUy2ke4NIHYnpmrUMMmwEJ0PJxUwVy3A6deKkCsttvUrgCql3axQyRH52JQjCjPpWsCoJ3DB9KzdRMrSRCNC7bW4zjHSpbtqUo3MW5jeaVYre2wzHALnGfyrt9N09LS1jxywHOPX1qjpenPvS5liYS4IA67ff61uxqQMMrY74GDXm4mtzOyPWwlDlXMynPP83IK8d6yLtxhcnIJJNaF+GwzKGxyOlSeGNIOta3DHJHut4QZJgeAR0A/lWEFzM7KklGLZ6V4btfsfh6xi7+UGP1b5j/OtftTVUKoUDAHAp1dyVjyG7u4tFFFMR//2Q==", "path": "001376.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.
001377
Men Tshirts
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", "path": "001377.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.
001378
Men Tshirts
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", "path": "001378.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.
001379
Men Tshirts
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", "path": "001379.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.
001380
Men Tshirts
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"path": "001380.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.
001381
Men Tshirts
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4U043Fwd9w4PkQA8ufX2HrXzj4k8TX/iLUHu7+be54Cj7qD0A9KAL/ivx1q3ii6Y3EzR2oY7LdDhFH9T71yjOWb9KaTk9aVevPSmkBeswEy79FBJrFe/N1dGOI4i5ySOTVi7mmlgMEeUVvvt3Iqpb2wgywOc0NDR6T4P+IWo2t7FY38pnt2CxxZGPLx/OvZYJkuIRKpyMZzXzRaIkesRxo2/yyMMvqRnH4V0HjPxvdm0XRbCcxQKo89kODIfTPoKwnTvKx1wnaF2egeMPiTYaVBNYaVcR3GokbTIhBSL8e5+leI3DPNK0kjFnYksx6k96yGJdu554qeOOcDIkI9auEVE551HLcueXS7MCoVE//PY/lTsS45lJrQgbKN8gTqAMmnKuOelAXHJ5z3p1AC0UlOFADlqa2imubqG3t42kmlcJGi9WYnAH51Dj3+uK9S+DXhFr/WD4huo/9GsWItwekkx7/RR+pHpQB6N4V+H+kaHptm11YwXGqqgaa4dd21/Rc8cZxx6V1+MtnqfU07bgYoxTGhuD6UY9qdRigYmKMUtFAEoztqKa5jgUluT2ReTQV3YyWwKUKq/dUCgClGlxdSiZyUU8FD2q7sAQhjkEYNKODTsAj2oA4TWoW0y82dYZPmjP9KqwP5pGDmus8T6SdS0aRY+ZoQZIz3J7j8a4LRJ2dwOcg4wP5Vy1I2eh20Z80dTql037bGkPZvvn2rXvlSDThawExjAQbeoFSwRiysQ8nMhHSqEkjSMWJyx61pCFkYVZ8zsUYxqVvJ+4nJQfwv8AMK1be4kl4nj2PjqOhqKFSD0q4vStEZj24jY9sVVgUKqgDtVjYDSbMEYqhEigEYpTHjpSDgVIGyKAI9qtwwqJoth65Bq0RmkC7gQaAMjVtLttSsyky4ZfuOv3l/GvNtQs5rC7eCcfMDkEdGHqK9UuDjag/WsTXNIXVbHagAuY+YmI5/3T9a68NXcHyvY5MRQ51dbnnmaXAPB5qMhkYoylWHBB/hI/zilDV6yZ5TRNHMYxiRiU7Meo+tSm5hjALTIv1aq2ai8mLfv8td3rTuS0F9r0kMRWztzI/wDz0ZSAP8ayIzd3EjTXBZmf+92+npWw57UgqXqWtDNt79huYkALkcjrjisPxuZLqW3mx8uA2a6ZoELMSoyayfEwCaUpxkbtpPpmuTFU+aF10OvC1bS5e4mhIGhVsD7tdzAC9jGrvulC5XnJx6fWuR8N25NkjkYyOK3Y0RNS80g5B4IOO1OMPcRMp++0XUuniYMjFWB6iu48P+LllVba/fB6LKT1+tcBOf3jY4GahDsD1NZToqS1NI1HFnuyMHUMCCDyCO9Ory3wz4sl0+Zba6YtasfxX3FenxSLLGsiMGVhkEdxXn1Kbg7M64TUloSUUUVBYUUUUAFFFFABWT4g1m30DQ7rU7jlIFyEB5djwFH1PFapryz44XzwaDplqrYWa6Lv9FX/AOyoA8h8T+ILzXtVlvbuQvI5yB2VewHtXPk5qSdvmUn0xUfUUxiVIMCmYpc8U0AHGaikx0qQmom5P0oAfBMLRvOHHl/N+NZE0r3Epdj8x5P1qzfTYAjXvy1NtYcpvPU9KLahd2sEEG35m6mrIAFKOmKMUgCloxSkUAJSd6WigAxTlWkHWng0AO247V9R+AbI6d4E0WBlCt9mEjD3clv618wRL5ksaYzuYLj1ya+v4Ylt4I4EACxIqAemBgCgESnqKaetL3prHmmULRR2ooAKKKKACiikzQAtP7A1HmnA5B9qAHhhXH6T4fNn4mv5ZEItIm3RZ/iLc8fSus71XuZCzhAQQO9JxTKjJrYqX0pcqoPU9BUMUGeTVkw5fJHIqcIB0FAEKR4qXbgU8LRigQY4ppHzU+mkZNMAIBFIMilpKAHg044BBHQ1FntUkR3IR/dNAFG74vSvpUZB7daLiQtqEnsAKd160AcL4v00QXqXsS4juOGHo4/xHP4GubxXo/iK1+0aHcDvGBKPw/8ArE151XsYSfNT16HjYqHJU9RAKWlFFdRzojIpuMU9qjzzSGBHOaoaxCLrSLqEdTGSv1HNXyarXSGS1kVfvFDipaumhp2aZb0BVGkW7YAPlg/jUpcByc85qPTEaHQo9wwyxiog2cVMlZJFwd22XTJu5PNJ94VXR8Vat8OSOOayaNbkRYRuCRxXqfhK/V7RbNm3BV3RnP8ACecV5fdwOE3Dkd66PwffkX+mgnnzDCR7Y4rnxEeaJtSlaVj1eiiivNO0KKKKACiiigArxj48OwGip/D+9b/0CvZ68n+Odn5mjaXeDpFO0Z/4Euf/AGWgDwiYfMPpTQDjmpnQ78kcU0+wpjGZwMU00NSGmAh6VGxx8x6CnmopgWAjUqrSHaC3QUAUFBuJyxHU81oYCrtA4HSrup2lhZtBFZkeYI8T7W3Dd2OfU+lUqACj6UuKMUAJz3paKKADFGKWkNACA4NCt8340vrUQYBzSA674fab/a3jrSLVkDIkwmk44Cp8xz+IFfUROTnoTzXgHwPuAvjW5gKg+bYPyR0wymvfT0/WgaH5pj8FaAaHOQPamMeelJQDlc0UAGMUUtJQAUmKWigBKQHrS0AUAKx2wF++Ko28T5LMOpq5MCY1X1qRVGwCmBX28804DFDcMaKAEooooC4YpDS0hpDEphOKWmtg9aAFqS3Hzv71VaXyzk/dHWrELkMGHp+dAGYTvvJj2MmPwX/69TY4qCJf3jkHIyce/wDk/wAqsn0oAr3Efm28sXd0ZfzGK8rKFeDXrJO1gfQ15tqFqbfULmHHCSMB9Mn+lejgJbo83HrZmdilxTyuD0owa9I89ED59KjqdwMVCetSUNNNAywB6U80w0Ax9lP5mnXEWc+Sxj/I1EDg46VXtCY7y/i6B1WQfyJqyPmXJqJ6sqGiHA8VJG+xwajFAqLGlzcjia5hZoSPMA+4ejCq2kS+TqEUsXyhZVbHdWBxj9adpdw0Uo9q0n0sLr9s8GNl6y7QOz7hmsamkXc1huev0UCivIPRCiiigAooooAK8/8AjDZtc+BHlQZ+zXEch+nK/wDs1egVh+L7Rb7wfq9uy7t1q5A9wMj9RQB8sY3zmJegUH8KrOME1fskPlTzHHACD19az5T81MZCaQnigmm00AuarON9yOeEqwKYEAZj60AIMY4ApwoxS0AJRRS4oABS0AUuKAEpD1pTTaAEqu7FJhnoTUxbBqG4Csuc0gPVPgXbGXxhfXR6QWBH4s6j+le/dMe1eL/s/wAG63128b7xaGEfTDMf6V7R2oBDemfrRnPFL1HHUVGfWqKJchU5pwOQD0NVTIGaNc/WrIPNIBaKSloAKKKKAEpRSUCgA64qQdKjDD1p28AdaYEbfeNNpz4LcUlACUUUGgBRTTRTSaQCGoWPNPY1A7c0DEch1IPcVDDdlbAOT8wO0Uu454rJSUyyIqcAZCD2z9/+goA04A2TnBPU46D2qwM0yFAEG3oOh96mxgUAQvXH+I4QmryNjiRFb+n9K68+tc54pjPmW02OCpQ/gc/1rrwcrVLHHjFenc5dlGaiYVM3JNRHrXsHkFd1qBhzVp6rtUspMjNJSmkpDKxQjUI3xw0bqamUYFOKjcrd1ozSKQtA60lKKljLNu22UHOK7HSWDXekydfKuto/4EK4qL7wrtfD0TTXNkB0W5Rz+Ga5sRpG500dz0yiiivJPQCiiigAooooAKiliWaF4mGVdSpHsRipaQ0AfJTRtA2oQNwYpNuPoSP6Vjzdc11/im0+xeN9dtAMK00jD6E7h+hrkJ/vmmMgNJTqbTQCUUUZpgFFGaKACnKM0nanL0pAKBTScU/PFRsaAEJqNmoZqiZuaAHM3FRsARjqKQtmmc54NID3z4BQGPw1q0p6Neqo98R//Xr1yuF+D+ktpvw5sZGIZ752umx2B4A/Jf1rusGgaG52tUMh2k4qZxkdaqu/BB6jrTGQSShPn7KeavJJuyO461j3MojV2kGYwp3e4q9pqSLYQGWUyytGpeQjBY464oHYv5o3CmbqTNAEmaM0wGlzQIdmmk9aM00mmAUUUUALRSUZoAKQ0E0hPFIBGPFRM+KexqF8UAIz8VXduakdqiJoGVNQvEsrYyORuPyoM/ePYD+dZlhIzzbnPzMckiovGTLHpcExiDNHdRYP9wFsZ/I0mmPulBHSgZ1cP3BTm5FJCMr+NSbCR0xQIrN6CsPxPk6WjbckTA59Mg10Zh561jeI7fdok2wZKlXP0B/+vW1B2qJmFdXptHDGomqU+tMIr3DwiJlqvItWzUEo5pMaKppKcw5pvSpZYU2loxQUgpRSUopMZIhwa7/wW6m5h4yWJH6E15+BXc+DWxe2KHgtI5H4Ia5cT8DOih8R6VRRRXknohRRRQAUUUUAFJ2paQ9KAPm74hzxt8Sr9lwVLiM49dgB/UVwdwCshB9a2PFZmg8TagrytI6XUnzseThjzWddqsipMnRxn8e9MZRpO9L60negBp60UHrRTAKKKKAHUA4pM0hNIBxPvUbNQTURJoAGNNpaMUANIox607FIOtAH1h8N/wDknOg+v2QfoTXUYGOleR/C67vrHwPZ7ZmKvJI6o/zALuwAPQcGvRrPXYZgFnHlP69VNRzq9jX2ckrmk6huCcVSuI2ySOWH61d8xJV3Iwb3BqrPkE81omQc14gMv9h3qR5WRoiFHox4rqIU8qCKMH7iBfyArC1QPLDFCuD5s0a9O24ZroWANBQyjNLgUhFAhaWm80tMQtNNKKDQAUUUUAFJS0hoAaxxTS3FOYcZqPNIBCxqJzUhqNhkUAQMc02pGWoyMCgZi+Koml8NXwVQWWIuue2MN/SqeheVLFDMsm4OoYY7jFbt9GJbKeNgCHjZT9CK5LwVITo1orZJiUIeMHj/ACKBo9EtwNgwKnYZFUI7+0gjBlnRTjoW5/Kqtx4jgXIt4mkPZm+UVLmkNQk3ojVYc+tUb5rc200Mssah0K4LAZ4rmr7Vr+6BBm8tT/Cny/r1rIAHnKx5YMDk8mpjXSkrGksO3B3KbKQOQAajNTPnceahYGvpobHystyJuM1HJ2qRhUbdaTBFdxUbCpmFRuKlmgyjNJRSKQuaAaAKAKQyaMEsAK7bwouPE2nwDrHbSSN7Z4H9a5LTrZp7lFHQnmuq8Cyfa/F19cfwpEYl+gNcuI1gzpo6SR6dRRRXlHoBRRRQAUUUUAFIaWkPSgD5N8cW8tr4s1SCZCjC5kIB9Ccgj9Kx7KTzYnt25IO9foa+i/FnhPSfE93Kl/EyzjhLiP5XAwO/cfWvMNU+F914eWXUYb+K6s41wysuxwCcZx0/KpVRXsaum7XPO5V2OR3qLJqxcYNw/IPNQkYqzMbRRmjNMAoozRQAUhpaQ0ANNMIqQ000gGYoxTqKAG4ppp5phFAHvvgVdvgjSRwcxM3H++1dKtc/4OtjZ+DtKhY/N5Ac8f3iW/rXRR9Oa4Zv3menD4UMknkgG+ORkf1U4qtL4nv7c7HEc6+rfKfzFS3RATHvXP3fMhojNrqN04vdHR6Vrv8Aaut21t9l2BSzlg+QMA+1dhnI6VxvgzTy80184xsG1fx6/wAv1rsq7IN21OKrZSsgFLjmjilzVmYh4pvenYz1o20xCUlOxSYoASiiigAppp1NNIBpORUZHNOpDTASmsKd3oPSkBAw5qF+tTv1qBzzQMpX7lbKY+iN/KvLXa5fFwXKAkRskZKjgAA498V6hfgm2kA7ivPreHzLaWPpnLL9Qc/yNaxp89KTW6M5VeStBPZmjpIBjHAz61s44rD0o7cAnkcGt5TkDFeYz1iCReKpyDmtKReKz5hgnNStx9LFCY7ZGGO9QliasTqN+R3A/lVdq+vou9NM+Lrx5akkRk81G3WnnrTDVMhETVE9StUTUrGiZEaWgiipsNMKegzTakj60mUbehribOASAT+lafw7fZrJRR99WLGqOgJuudueWBFbHgi0OnaqqOQZHDA4rhxNSMU0+p24elKbTXQ9KFFIKWvOOwKKKKACiiigAoPSiigDl74gapMfcfyFY3inEnhfUlz/AMsS35c1q6mxGpz/AFH8hWJ4gkH/AAjupE9Psz/yrkb9874r3D50cZlY+5pj1KB1+tQyV2HExlFLRTEJRmkopAOpDR2ooAQ0004000AJRmik70ABNCI0siRryzsFA9zSGtvwdYf2j4s0+Bh8iy+bJx0VeT/Kk3YaV3Y97tolht4oF4WJFRfoAB/SrWcCoYQWXeep7e1I8gDda4HueolZEdw3FYd02ZCM9q1LuX90TWdp0QvtbtYByHkAP0zz+lVFa2CTsrno2h2X2LQoFIw7gO31P+RVw9auOo8ogcACqh9a7Y6I8293cBS0UVQBRRRQIKQ0uaQ0ANooopgGaaaWkNICM9aKU0hpgNpp6U+mHpSAieq7nmrD9KrN1oGiCWMygpxyMc9K4K3Hly5AzjB578f/AFq7m/cxWNwy9RGf5Vw6/JOAONyfyNelgo3i7nm46VpRt0JIEEN2Uzxnj3FbkRG0ViuDiOTuvyH8K07WQMgzXiV6bp1HE97D1FUpqSLT8is+478Ve3buBUc0O6M5HasDdGPIdyofbFV26VYYYDKeobI+lQMOK+nwM+agj5TMIcleRE1RHrUrVEetdZxkbVEwqU1G3SkyxlNxTsUmOallITvUkZ5qIjmnrwallI6LQnEd2jf7VdBpbeT4mjXp++I/OuV0uTbIDkDmumEgj163mH3WKN/SvKx0dVI9XAvSSPRRS0UVymgUUUUAFFFFABQelFNJwKAOUviJNRuGHTdj8hiuX8XSNF4Z1LacfuSPzIFdCZPMuJZOzMT+tct45kC+GL8YPzIB+orj3mektIWPENu1DnrVVzkmrsxwvA7VRPrXaecN70UoFBoAQ0lGaKAF7UUtJQAhppp1NPSgBlJSk0lAB/nmvR/hVpu+a/1FlztUQIT6k5b9APzrzjrxXungWy/szwpYgriSZTO4/wB7p+gWs6rtE2oR5pnWKNkeM/jWTcTlJgM9a1ZCDGMd6x54fMl+nSuRHoMLrc0BxVjwLb+d4iMpXPlKx5/L+tVNVuzGn2eMDeANx9K2vhzF+9u5epChc/U5q6a94yrP3Gd/IMxMPaqZ6fgKtz/6lvpVQ9K7EefEaKdTB1p1MoWg9KM0HGKBDaDRSGmAlFFFIApppaYTQAjU3NKx4qMtTAdmmseKTdSN0pDI3YYquxyalc1CaARW1H/kHXX/AFzNcRMuJYGHqVP4iu31A/8AEvuc9PLNcZdKFUdcq4P616eBfus8vMPiQpOY2AHXmpLWchPpQgDMFNQ2w+YrXDmkLVFJdT0com3ScX0Na0lMj4NaEiboyoGao2kQVhgdRWkOF5ryj1jnruDy5+nBqm6nkVp6mwBOKzpDk59ea9rKqu9Nnh5vR2qIrMOaiK1Ow5qJsgV7J4iIG60w05zzUeallIDTaWkPWpZQnelHWkNKOtSy4l20JGDnvXQ/aBJaW04PzxNtP8xXPWnWtW2O2ykU55kXH4Zrgxi/ds9DBtqaSPW7eUT28coPDqG/MVPWH4Yuhc6JECeYsxn+lbdedHY6pKzsLRRRTEFFFFACVnazdfZNNkfPzN8q/jWjXLeLJjvtoQeMFiP0/wAambsjSlHmmkZEEpIJ965zx63/ABS10R/eT+db0XYdqxvGUXmeF7/P8Ch/yIrkhuejPRHi0w+SqDCtG4yIc1nP2ruPLYCmt1pRmkJoASikpaAHCmmlFBoAbTWpxNMPWgBMUmKWg0wHRJvkRMZ3MBj1zX0VAqQxxxRgiNECKCckKoAGa8P8HW63Xi7TI2AKicOc/wCzz/Svb48s7Z/P1rmrvZHZhVuy4GJTrxVab5TnvUudpxUM/wB0msEdTMa4O6SRzyW65rtPh5GRZ3cp/idR+QP+NcZcLlSO5r0PwPbCDw8km7JmdmPHTB2/0rWluYYh2gdFP/qW+lVeoq1cf6h6qr0rpOGI3FLRRiqKCjFFBoEJSUtJQAlJmg9aSgBaYRTqYSfWgBjVH1NSN0qPoaYCDrQ1HU0rdKQyu/Woj1qVxzUZ60AirqK79NuxnGImbJ9q4+4G6I57rXV602zRrnH8QA/UVyg5iAr08EvdbPLx799IIW5T8KIVUS8DrTEO0j2NTIP9I4HUmufNI/DI6spkveibVuvyKfQVO/3ajhGEA9BTpWwnFeKz3EYeok5NUc7o19V4NaN8vJNZi/cYZ5611YCfLXRy5jT58O/IQkVDI3HWpGNQtzX1DPk0V35qPvU7KKZioLQykNPxTCKBiZoHWlAoqJFxL9ipLDir93KYPJgB2nBkP17VHpKbitV9Sl3atNzkKQo/CvNx0rQserl8Lzudr4J1JVupLNjgSjK/Uf8A1q7s14vZXT2t3DPG2GRwwNexWsy3NtFOp+WRQ3WvNpyurHbiqfLK66liigUVqcwUUUUAIa4rxO+7WAv91AP6/wBa7WuG8Rj/AInkn+6v8qyq/CdGG/iFWEZrM8SL5uhahH6wNWtbLhSxrM1dw1ldL6xOP0rmjud8ldHhtx/qB7ms6Tg4rSnH7lPrWbMfmrvPKe4L0pp60qnimFsmgQtBpuaKAHUUlBNACGkoJpCRQAlFFHrTA6r4eRh/FkTEf6uKRv8Ax3H9a9igwABXkvw3XOv3D/3bZv1Ir1q3Bx9BXJWfvHoYZe6T4zUc3AI9qmXk1BOck1kjdmPc/eX616f4VjEfhuzA7qT+pry64P7wema9W8PqU0CyBHPl5/rW1Hc5MVsjQuP9SaqCrVycRfjVTNdByRHUUUVRQhooNFAhtFL2ptACHrSUGkoACaYaWkNADG6VHUjVHQAUtJS0DInFQtU8lQvQCM3XBnSJh/tL/OuVAwK6zWADpFxnr8p/WuRFergn7h5OP/iDcfNV9YxvjK91U/mATVE9a0LQbkRvTI/WssyV6V+xrlUrVmvI1I/uinP0oj5ApsrbRivnz6NGVfjAxnrWRlRIenTHFal+x4rJjZTMB1//AFVpRdqsX5irq9GS8hDUTVKe/wBaievruh8V1I2php7dBTDSsUhKa3SnYpGHFIoaKB1oAp2KiRcTd0FQ5yf4eTWO0nnXcsvZ5GP61r6CQsVw3ojH9Kw7cHCkV4+PeqR7eXLRsvjKjOK9M8F3f2nQxEWy0LlPwPI/rXmo5UZrtPh9OBJeW+eSFf8Az+dedTfvHoYqN6Z3lFFFdR5oUUUUAJXF+I0A1csT96NT/Ou0Nch4qjJ1K3Kr1jOT+NZVPhN8O7TMzzgkRrD1S4HkOO5BFa0ihIME5b0rmNTlJfaejd/SuVbnp20PK5+I8ejEVly8ua1bviWRAOA7fzrKf/WGu9Hjy3HBcJkVF1JqQ8Rio6YgxRilpKACgiilNAEZWkxinmkoAbR2NFKBmmB2vw0ONXvzjP8Ao3/s616tbEyL8oxgV5X8Mx/xM9Qz/wA+4/8AQ1r1ayA2muOt8R6GF+AsBSi5J5NU7hsZq45wGrOuzhck1kjdmXNl5gByc8CvZLCIwWFvEeqRqp/KvLNAsf7R123iYZQPub6LzXrddNJdThxMrtIiuj8qj3qqOtWbk/Koqt3rdHPEWkzinYppHNMYZozSUUxhSGlpDSENNJ3pxptADT1pD0pTSGgBh71GakbvUZ60AFGaKSgY1qgfrVg1A4oBGdq7EaVMcZAK7vpuGa5QrsZl64JFdvLALq0uLcjiSNl/HFcbcrtlPHUA/iQK9HBS0aPNzCOqkVm7VoWDZjZT2NZ79Kmsn2TAHo3863xlP2lFpHPgqns6yZ0CHAH0qG6PT1qSNsgCop+a+YZ9WjNuhx8wrGXH2teOM/0ravUUxZLEEdqxEGbtOcgMKql8aHU/hse/SomNSP0qJq+uj8J8VL4mRk5pKU0lA0JQ3SikJ4pMpDQeadUQPzVIKzkaRNfS22WF43TELfyrKsj+7GfStC0JXS9QJPAhasuydcqM142PfvHuZd8JpdAMGuk8DS+Vr+wn/WRsv1xzXMtzW14TfZ4ksye5I/MGvOg/eR6VVXps9ZooorsPJCiiigBDXL+KQRdWrDoVYZ/EV1Fcx4uO02TepYH9Kip8JrQ+NHLTyld3tXG6xeATemDXW3RBiYjqBk15zq1w0t6Ux3rkjuerJ2Ry9yQZ5v8Afb+dZTfeNaFy376Yf7ZqgRzxXctjx5fExZOFAqMVJMecVFTELRSUUALS02lzxQAhptKxpmaACng8Uyl7UwO5+Go/4mOoHPPkKP8Ax4V6rZ4Cbe9eR/DmbZrlzET/AKy2J/Ig165Y4MWe9cdb4j0cL8A+Q4JrOvDk9eMVfuT82AKzpRukUD1rJG0mdX4FscLc3rr1IjT+bf0rtcVleH7dLbQrREIOYw5I7k8/1rVrsgrKx5VSXNJsr3JyyioMVLcn94PpUWa0RKHUYoooHcawptSUhHFMBlJSkUYoGNNMNPbim9T0oAaTimmnN1pp6UANY0winEc0jdKAG0lKetFMBpqF6nOBUEjY7UhiRttOa5PVoWivpUbHytuAH9010yud1c5rTN/bBBHyvAu3/gP/AOuuvBu07HHjI3gZD9KRSRgjgjmnTAbPfimj2r12rqx4y0Z0MLZjVx3GadIuR0qvpzl7UZ6o20/TqKtnBr5PEQdOo4n2GGn7SlGRk3p/dEgEnpWEhK3I7fNW7enaSOxrCYk3IH+1WdJXqR9Tes7Um/Ikcc1CambrUDV9gtj4p7jDzTTTqZSAU0xjSk1Gx5pMtCcA1KpzUHepYxkYqGXE0h8mh6i3/TE1z2nz5Zc10T8aFfL6wN/KuOs5RvUgivFxy949zL3aJ1ituTNaOiymDWrOQH7sq1jW8gaIDdmr9q22ZD3BBrzdpXPVesGj20UtQW8nnQRyA/eUN+dT12njsKKKKAENc54sH7m0/wB8n9K6M1z3icbvsg/2m/kKifws1o/Gjhbvf5LuDgqORXmxb7RqU7ZJ2Ek/hXrVzAJVaMrwwIzXk1yh0zUdSjc4co5XP0rmij0p7HGpN529z1Zif1pV5NU7N/8ARlGe5q5EciuxbHlPcikOWNNFK/JzTaYhaKSlzQAHrS0neloAaVzTSuKkppoAbiiilxmmB03gF9nidQTjMEg/TNexWrKIgVBDEc5rxnwOAfFcC+scn/oJr2GyUBcueR0rkr7noYX4WWZs7SxrNnkWC2uJ3cIscTuWPRcAmr8x/dnBrl/G1z9m8J3QBw07LAB65YZ/QGs4K7NartFs9d8FytP4K0OVjlnsYSSfXaM10Fcp8NnMnw60Jm5P2YD8iRXV12nklO4P778Kip8xzMaZQMUGlz7UgozTAXNGaQ0hyKYxaKbmjdQApphpS1NLUAMPSkoZhTd1AAaacUE0h6UAIabmgmkpgNIqNxUxBqJwaaGViOTWN4gUKbO5xna5jb6HmtiQVl68N2kNn+CRG/p/WtaDtURjiFemznLn5Qwx0P8AWgcdKkuxmMN/eVTn371GBzXtLY8J6M0dLbbLJHn7y5H4Vog8nPSsa0k8q6jPbdj8CMVrscEivBzSFqil3Pocqqc1Ll7GZqziOEnHzg8YFYaOJbmM4wfT8K2r8+Yj8gjoR3rAtx/p0fqM/wAq86l/EXqepW/hS9C03Wq71Zeqz819gtj4t7kZplPNNpXAaaY1PNNNItDMVPCpJFRYqxAOQaiRcTR8sNpt1H2aJh+leeWz7CvsK9Jtl3ROv94c155eWrWl08RGME15GNXvHsYJ6M2bG4GAK3YGy6sD6CuOtZykgHvXTWcpdvavMktT2IO6PZfDdx5+h25PVBsP4VsVyfge6Eunzwk8pJn8CP8A61dZXTF6Hl1VabQtFFFUQJXM+KZMS2qDrhjn8v8ACum7VzPiSItfWvHGw/zqJ/Ca0fjRjxjoCMiuT8XeDRrm+4tJPIvChX5h8rZ9a7iOL0FSpCG5PXpXPF2PSep80+KvDlzoF/sW2kFoI4wsuOGYKNx/PNZVvICh9QK+n9S0qC7s5obiBZY3UghhnNfOXiPSBoGvT2iKRCw3x59PT8K6IzucFWly6oyiaSmkk0orQwFooooAKUUlLQAtNNLSUANpc8UlIDzzTA6XwKQPFkBOcCKX/wBBNey2O1kO5cEHqa8e+HsZk8VRnH3IJGP5Y/rXtNug2Me+K5K/xHoYT4WVpyMkdq86+KF2RFpNoDw7yTsPoAB/6Ea9HuUAIryD4mz58SWsXaG3X8yWP+FFFahiX7p778J7hbj4baSFbJiV429iHb+hFdtXkHwE1NZ9A1DTS3zQTiUD2YYJ/MV6+TxXSecUZOZHPvTaVs7j9Sc0lVYoWikpCx9KLAKTTS2aXOe1NNABmkzRSUwFPNMIp1JmgCJhikoZsnFJQAE0lLQBQAynAUEUoz6UwEaoZPapiaYwz0oGUZM96zdaG7SbgZ6AH8iDWtKMZqndIGsLreuV8l+v0qoO00TUV4M5Gb5rBGH8OQfzoHJ/E0hH/Esf8D+opV7/AFr24nz81qKMqQR1GDW2ecnseePSsUVtxAPboDxlVH6CvMzSPuJnrZPO05RMm6w25wMHHNY8aqtyvPf+lbN9GQoCA45BrGIPmqRyQ3SvFpfGme/WV6TRJJmq7mrMnP51WcV9fHY+Ke5GTTD1pxFJigLDTSU8jg1GaRSFFXLNdxPqKpirFq+yYYOM1Mi47mtA+x8HvVHxpoYSO21KGPEVzEG47P0Iq0vBB7A5rrLGy/t/wXcWbDMkEjeUT+eP515mMjpc9LCTs7Hh8ZKy49DW9YzsQu01maraPZ3R3Lj5sflV3TNrxg56V5ckezSlqen+AbnZqUsTEDzY+B7ivRRXkHhy6+xahbT7uA3OfSvXwQR9aunsc2Kjadx1FFFaHOIaxdeUEwHHPzD+VbVY2vZCwH/aNTPY0o/GjMjxjAqjeagbOXcAWjH3toyRVvDLG7KMnbxXlHjbxdq3h+62KiKJMhXH8Vc9j0423Z6xYX9vqtp5sEgZclTjsfSvN/il4Tkv7EahaJm4tckqP4k7/jWD8LvHN1P4smtNRnURXkf7oEYHmA9B9Rn8q9c1mNZbRkOSzggL6iqV0Z+7PRHywrbhTq1PEeltpmtyoBtjl/eID9cEfmKy8H0roR5848rswzS0gFLTJClpuTSUAP7dKaTS9qaaAEzRSUdqAO4+GMeddu5+ojtyvT1YV7FAF2nPAIrxr4aSMuuXSA8GDJGfRhXr8ZyoArkrfEehhfgILg43d8fyrxX4kSbvGEgHQRRf+g17lJF5kZGO1cPqnwzfxB4hk1C8vhBZlUUJGMuSowfYCnSdgrwclZGd8CtTFp4we0Zwou4WjGe7Abv6GvcfEWuJa2sltBKBcOMEg/cB/rXA6P4I0Tw/OlxYW0huEO5Z5JCWB9ewH5VrzWYuP9Z8xJzyec/WrlU7GUMNZ3kdzbgNbxY5GwYJ54xUxXjkc15BH4la3nMaahcI4bEqhu46nb/DnHSnzeMdfbDWGqwlSePNA+vceldCWhyvc9b2CjZXj4+IHiW1cC4v7KTjlVs3b9cgVYuPipqluNqxWDnsWz83PTAJwfxp2Fc9Y2UhiHqa8bX4za0rkNolo4BxkSOv9Kvw/GO625uPD4+sdx/iKOVhc9T8oeppPKHqa8xX4zFjj/hHpun/AD3H+FSr8XmIy3h6cDGTidf8KLMLnpBjX+8fypDEv98/lXAJ8Wbdmw2i3anrxIpqza/FHS7r7RjT75TAgdxtU9Tj1pBdHYfZ1znfS+Qv96uPPxL0wwpIum6iwk+6BGv59ahb4paOspiNhqHmDkLtXJ/WgLo7fyV/vU4Qrj71cEfixpAIH9m6jk8DCL/jUy/FPSScf2dqP4ov+NOwXO38lfWjyR61xa/FHRySPsWojHrEP8asJ8R9IljZ47e9KqPmPlfd+vNGoXR1DQ+4pFt89xXKD4k6M7FBFdFl+8FQZH4ZpX+Iem+WzRWd85Hbywv8zTA6OWBc1m6xLBbaZOZ5khV0ZFZzjJIwAPfJrkdT+IV8yMLK1ghwD88j+YR/wEVw11qF7rJmnlunuLjaGMzn5ETOSBjhc9PU0LR3CW1jr9+NPcE+g/WpR/FVK3kElowz947ufqKtg4P417sHoeDUWpItaiE/ZoRyPkFZa89BnPQe9bpg2rGMZMagflXnZpJezSPTyiL9o2Ubk/uSo/i9TWDg+eR3FbV5JsUgqeO9YTXH70sB7c14cNz6KSvEkf3qu9TsDtGRz3qBkya+up35UfF1FabIjSU4jFNPSkIRm+U1HSnpSUykgqSJsSA+lR0o60nsNbm5xsGOhrrfAV2ouLyzJ5bEi/hwa4pHIjUegrX8LXQtvE9qWYBZA0Zz7iuHER5os7KMrSKfxN8PraTtdxr+6mJcYHQ9x/WuE0udo22kcGvfvGGnf2l4cuo1UGRF3rkenWvn61Qm9SJRjDYGa8iWx7FCV2jr7Z/3SFe1ex6PdrfaVb3A6sgB+orxdN0ICkZ+lei+Bb0vDPZsc7cSr7A8H+lRTepti4XjzHaUUCitzzxO9Y3iMEWKOOofj8jWxVLVbU3VmyKfnU7l9z6VMtUXTdpJnOWk6TLg53AYIrkviJ4ObxFpDeQUE8fzxDGOfTPvXQxt++LRnBB5FasbrNFhhz6Vzp2PUex8taBoF9deJbPTkSWG4Sf94wHMWO/t0r6Il8R6dozx22sXUUMhT93JNwHHrn19ajMlnogdIUUEks745c+p9a8p+JN6dXt8kjdG2c9gKaldkKKpxZn/ABF13T9a16FdOZJI4Ad0idCT71yZqrCu0Z7VYzxW60OCpPndxaKQmm5qjMM0tJSimApNNpaQ0wEzSZ4oNJSA7b4YKH8TT5GcWrHP/Alr2O2jyM/lXknwoj369fv/AHLXH5uP8K9ih4QAdq5K/wAR6GF+AUqEApsV15TMh5ibGR3HuKfMNwFUXGGOKmLN5RuaxQFcr0Pf1FVp2CQyEjhVJP5VBpt5zJbyHO0hlx6HjFRavOI7C5bOAQFGfc4/rTS94lv3WctdWdhqLmSa1EkyD/WocMeM8n1xVUaRpbMgWe7t2YglRJj+YqW6hxKr25A38sh6Hv8A0pFWK/BUgfL94NwQfpXoI8kr3WkWSvkSzzjP/LSXOT+GKzZ7cQsPJhjiIXqF/wAa2TZNFu/fPtUEhDzWfcR3O/5WRgMZyKtE3MuadjKwkjUg9CFqYTAoCoO08FcUyZZy2HtwygdUPNOtriPkSRPGuc4Iz+tMRbit0c7lCjuMj9KuwWqMGIUfMeV7Uyz+zTphXXvxu5q9EkdquFzI3XPagCWC3iV/9UBxVK7hjgtdQ2BVLQpvI9d1acBZoyxB561lsG8rUm7GJSN3+9UsCe6cRaXabcKqMqgjqaz7mRIZtnmRjzE+7j52P/1qlvJ3k02zGAPn6e1VJJTJPJvJBYH7oBAAI6nsP50rAQQhVQSMBkMAM9qswojyM2Uyp4JPFMIBifamQOoJpscMJbLggYzwaoZfwh3BQrZxxnFRz6bFIyy/Z5c9MpLioFs4gVMc7r365/OrMLTl9qXLKemCOPegRSbQMlnN28W4dOGz9aYNEkiYn+02Rc7vlXGTWyLeViA84OMg8c1HJpyBjLPI+B93C/0qWirmI+l2UZLtPcXB7BmYAmn28i58lEEcCHd5aDjPbPr+NWL+ZPIzCqhF79d341m28jAlgQAevvSHc3bC6CxIWPDbR6+lbqOHXIOaxLXQ7iXR7W9tWLiRAzxHhlwcHH4itDR/Me/jhYZAPze2K9OnXi6fNfY82rhpqdmtzqbLTnt5BJcLtlABVD/CPU/4VeY4FIuWJJOS3JJ7miQcV4OJryqybZ9DhcPGhBJGbqMYkhwSRXNiD/SVQ8qWHNdPdf6vrWC5Czr/AL1Y0/iR0zfusilJLMfeoWIFW5EUnhgPrVZ4v9oV9fD4UfFT+Jld2GcU3qKmMarzkmozjoBikwRAetH5049cDk08Kx9aCkRgU5UyaXbjqQB7nFLE8TSECWMleqhskVEpKxai2y6CdoAGB/OoJbgRfPCd8yEFVU4IP1rOvL+RrjyIztjAzkHkn0pscKkAkupODuQZauGrV6I7aVLW7PfbO4i1DS45UdZFliG4g55I5FeFTacLPV5g3+sWU5HoM4rvPAOoDTPDuqefLuhth9oXd1Awc/yFeeW1++p38l1Jw8rlyPTJrzKisephviNhVLyDHBrpfDM5sdXimYkRN8j/AI8fzrn4lyQa2bZ/LUZGQeDXNHRnoVI80Wj1QHilNZGh3q3lgo37mjwpPc+hrXFdSdzx5KzsxcUhFLRTEc3qehyyXDXFkVDHlozxk+xrNdZ7Z9ksbRyY/i7/AOfau0xiua8YzyW1pbyR9A5z+XH9azlTTOiniHHR7HC63ZSRiS6nl3DHRfSvHPGOrmeZbSFCsecs5HX2HrXq2uaw2pWn2PyCruBuZW4qnJ4fsNVsxBc2wKKDgjgrgdjSjSaepdXEKStE8WjPygkY4qTOa9MX4c6YLW0cy3PmT5OCRwKRfAGlq+PPaRdx5V+QPQ+9bKJyXPND0pvNer2/w70ibH+uI7nfRdfDHTzEfsty4kHRZHGKfKFzyjml5rsbzwdb2s7JLNPAB/eUMM/UUyHwjYynadbhjJPG9DRYZyNNJrrm8EszBINVs5GJ243Af1qnceDdVhlWPFu7MSF2zLg4/GizA5ykY469O9as/h/ULYkSxIpGOsq+mfWoLO2jTV7UX0b/AGVZlMxUE/LnnkUmmNK7seofDDQJtO0afVrkFXv9qxKf+eY5yfqf0FeiW+M80xriyuLK3Fg0TQKox5Z4Axx+n6U+HhS2eQK46mrPUpx5Y2HXLBYz6npWfaOLqGSRP4WKn6iotWuzDAxJxk8E1k+FLx21TUbYhmhkKzo4XKrxgqT2PepRotTUSVLa/ikb+MmP9P8A9VQa5NmwueMpuU4/EVbuYEXUbIyfcE6bh7E81W8SNHFp8kargM4A9ue9aRV5IyqfC0cxLKZI4ivy8fLjipntVmczKdsgHzY69e/r2qhGzS2g+XgkqKkgme2gQurMOuSc8V32PJLy/aWyrRnAyN2azbnVIkYKyuGB+bIwKvteoNxVxuPXPTBrOupY5mAkUSL74qkJlYzLIpdCNrZAxVqESbdyrycen41nypZucbfLxwQDVmGILKgimkXA6ZyKYi7HbxsW3wjJ4O3g082kSOqxyyxgAD5mqCGS5QDLI+e54NONzLLK3mQnjng5oA17cTrGQXV19T1NRXoSTTb0BWR9qgfnUUF4pVcZyTwDVO4mlI1QBycwq3HT71QBQ1aZodMhQqVbcF59an0+N5smUR+UFO992FRfoOp9qwtQvyzogmJHBOfWnT34iuIreDy5FVdzs46nHb3pgaty2+8cQOrRsMhgO1UyzPgK2Pl6kVFYz3IU8rtkHp071dhjYBWPTkHJpgVPMuYmT5CSepz24q0Z7lGDYUMTwT6VYKq2H6r6HtVqONSp8xVAGTjPegCKC5kkCuzYG7GPXrVmW2vWsftEaPIgbBbP3R71VEgMgQ4xu/Crn9omKwniVJTEx4AIB98n+lJjK2babw+LJXRZQ5IJ6cHufesONwrBV9ep74qyxR4vLOQCQSu7rxWdeMsJAU4OOKljPUPBTpceFLbHzASSLn3Dk/1rSktIbe9MqxBXKAEj6muY8FXQg8Hg7huFzI20f8B4rr7vP2hhIMOqBWUHOGA5H6muNyabsenTipRjcBMAQM89MVK5G2uRutTk/wCEm0+1h5Uh5JCfQcf1rqg+9BnjNZNM3aM/UHwoAPPesSX/AFgrV1D/AFjH2rK+82e+aS3B7CPfaeGKvd24ZTggyDj681Xm1TTFGTewD33iq13ZWC3bu2lpIWJy2epqq8GjpIpfT4lGf4os178cY1FaHzU8HHneoy48RWCuY4Xe5k7LAu79elUp9en2ny7ZY27eYcn8cf41ZuPs8mRAkccecAJgD8hWRPBy/A4689al4icio4aERkmp38xPmXTDPZAFx+lOihnkI3TzuM95T/jVeCLLYY9ea2re0JZMHjqeKyc5PqaqEVsh1pp0eQXjU+7ZOfzqGxjjt/EWoCONVBjjchRjPzYrWt8mQgA4HAz3qgbdodWu5CMCS04OfRqltl2RPqcX+mbl2gDoV69e9JC9ypVwyEd6nuVyxZeoUOVPvWXJdGIDHQn8KARrzajNY6Nqxdwkc9lJE2PUjIP5gVi+GHM0TMCSVHStTRdSto7+2lv41kto5VMqOMgqTVi68PDwv4vuLKFy9nOontW65jY9M98fyxXNWOvDP3zakAgsy7cBRnNXLWZZ4FII6dqzfEjmHw6WTALuqEk9MmsTTdYY36WlsN+SA0hHyqO/1NciPTdrHpPh++NlfLkkRudrD1ya9Az3ry0LiMHJBxnNdx4c1QappoLnM0R2SD+R/Ef1reDPPxVO3vG5RRRWhxhXN+MIxJYQqe8h/lXR9q5nxk2LGHD7GJbB9DgU1uB5lLpnk6hvtjn1Q9614UWazmwCp8o5XpzVGzl33gWdtkg5Oeh+lb8EaNvUqMmM4PrVskxbqaWOeJV/5Zw9z3PU02MpLDuBDBgclV2//Xz71W1BmOtiID7sQJJ5FWb4m0ht/lk3OmQr43L9atAJDbXCcW0230VzmrsF4QhW9gPTBKjP41iJqbQygNkY4JPSte11KCbY29SMYOaGJMtiW3EJEHllX4IYf0NZ8kGj+eyy2Nu7N1wBn8xWpiCT/lmmTwDioZreygTLRRhR1buDSHcy203QZPmk0rYOoycjHtiqE1poysPK0mBXzkb93StW6uRJIsagRrjJUpzj1rFuZfOYFlDR5xuxjgdKB3JI7uNURbW0sYJDkEiJdw+vFZzWtzc3Qm1B2McLblSMqFYe4GatIyraJH5bBieHxgZ/Gs/U0kaK5uHmiFui/KWJLM2MYGKYXL3gS5hXUbu3VisjxoQpJ+bCg8fTJruo3G1lB5/pXisFxcaZqkV7HGQIJlPucBQQT+Fe0x+XIqTRnKMAwPqCMj9DXDWjZ3PRwtS8eVkccMc/iLTElRXjMuCrDIPHpXcaraR/2bIIo0TaQ+FXHT6Vw+qM1p5GoQx757ZxIiHOGI9cVx1/8UPFGt3X2TSrZVDNjyYY97N6gkilFq1h1acnNNHYauDJGNvHHB965fXr2SXTiz8b3H54PH6V2MsU9xaqrwmKbbl0k6ocZxXH63byQWMqsyELMOD1Ge49s0U0+Y0rNcjZj6FL58MgZBmJd759Park0IkgxESF9ufarHgix+0a46TqDEI2P1PTHuOTS6zaz6VqDosYMcpEm0HoDmu655LMue2a2YsrbvlwVIBHbmqSs580BOWOOR0raW+t9uxuDjByuKpTywmQGN1CgZ+pq0IpsHSNQwzu6jFSxQsrmQAKF/u5pDIpTOT1zkVbtrhAuc89/egRXRyJc7iSMDBX1qSOeTe2VC+9WYljld9rHB5Oe1WFtlCnIyD0JFK4EULCQqpC8cEjvVa/ZodOvREMyyKsYB9M1eaFUT0x6VnapE5hCFeWGSGPoQalsaOJZS820lOH5LfrVtLZ533RIojVWVT/AFNOfTZBcqyKoEkjDOcA884roIrFbTT/ACoyXbhmy3WhDaG2my3t4xtBkWMA571Y81JWbAKY6c8VQmd43UkbsDnaKPOlCkFGOeaokvgozyEYZTxjNTeW6QqAuATknrWetwYlUbQGZepFSJqLrEFyflHTNAEkuQ/yKuN3QDmmOWd8suABzig3okTaQFZgCSvYU9jEiMyy7lbp6j60DM6VdjjGMnknHtWLdyCS/hSVwFLgE+1bNxK7btq5C57dea524y98vs2f0qJDR3PhK5jSI6eXyxuXfaOhUBc/59xXdSz8SZ5Y8n3zXJ/Dy3mnsL4pECPMRtxHI+XkA9u35VualcrbWUs0oKgAjHc/SuKfxHr4f4Fc7Tw5odpd6BHNfW0cjzSNMCw5UHpg9RwBWSxjj3bCdoY7c+ma1bbWWbRoBabPs7QqEODnbjA/GsC9zbWw3YDbcDHSibVtCaUJqTcjL1K6AkIU8mqAlB+6pJ7CqzSvPcyHHAbANTtMLWFzgGWRGRQe2RyfyqYRcnY0qzUINmQk1yj750BG4kFec/4VOPKugCjqw9P8ajhfZMpOcHsG64p01gsjedCdhI3MycfnXoo8S93cqy2ECF3Uc9sGs25sIyWfc30DVq4mYspAKjuOKx7m/PnbHiZOMUyiCKwQTEiRwPTNalvaSohKXTAA9D1qhbXcO5i4bn1FaUd3brHkHJ6YximSX7KK4Q7jKCMZpLtxJJOjhQ6WrgsOnJGKZb3AUYDdfesg3INtqlwzHDzpCDnrjk0rlGpHOI72Rj83lwLgZ4Jx39qrbI5T8u0qQD7Z9Kwo7kSoUUHMj8n2HQfjW9HF5USjbtAHShCZXv8AEVpJgAfIa7jXpXuE8JvcQxRznTydsTblC/LjB+mK4bU8myk7/If5VtRaxb6tovhQQ3Kvf21u9vPGTyAG+U/kKwrLQ6MP8aOth0y21xY9OvNwilbbkdj2P54rm4/Dt3oviA6WzRv5TbxIOmwjj8TXUWMn2Ca2nuHVYlcMzn+EZ5NTajeQ6n4j+3W2HtTEo83GCWBOePTpXKtj0Wpe0XYZeJ5Ftgnkit3wLbuBd3ByEJVB7nqT+ormr6fzrgR8hUHNegeGYBBoFtxhnBc/ic/yxWkNzHFStCxtUlfMP/DR3jD/AKBuh/8Afib/AOO1jzfGnXbrWzq13o+hXN0qIkJmt5GFvtLHdH+8yrEtyQecD0rU84+pdV1iz0e3Sa8aULJIIkWKB5ndiCcBEBY8Anp2Nch4w1u1uLDTpkF1i5aRYoWtJlmcjAOIiu/t/d6c968Q1L47eJ9Vks3nsdJU2srTR+UkyHcY3jzkSZHEjYwQQcVn3fxf8Q300clxb2TeXbtbL804YIzKx+fzd+cqOd2SODmhbgepPdQw3kdvcApLMwSNGUhycE4C4z2NaFtqCRagtohlnkUAuI4Hk8sHpuKghf8AgRFeNRfFnxBBqEd6ltp3mxrsG+J3+XBG3LOWxz6/pxTLT4q65ZySSR21lve4NwSDMnz7VUZCyAMAFGA2cdqvmFY9RuLjzdZuJbZLmaGBWEkyW7mJHTPy+YF25/GqNprdteTTzYldI0zJI77gjEZwT0HHOK8+l+K+uTXf2p7Ow85YWijI84LGGzuIXzNuTk8kGq0XxL1eLSzppstMe0L7xG0BwDt2now3f8CzTUkFj1S0jjvLMTCC5ELcq8tu8at7qWUBh7jIqZdLRogI1ON3PPavL/8AhbXiJrq7neGwf7TGkZjaN9iBOm0b+vuc/hQnxa12Pdts9MyRjPlSf/F0+dC5T12GJ4sIwGSPvf56VNqWnXMFwIpxEsLhWRx3+teOL8WddVsmz01vZo5P/i6Lr4t+IruYSSw2BKjCr5b4X6fPS5kOx7dq81rcaPbxQNG0oZQxTqK5b7GUlKSMFA5K78kn0rzST4pa88m8QWEZxghI2AP/AI9TD8S9YIGbTT8j+Ly3z/6HQpILHrMib7ZHZidp+Ven61lanabNKuJXcuDHtVFQAAk1583xR1t12ta6eV9DG/8A8XVa5+IWq3Nm1q1rZLGzBjtWTJwc93NPnQWOw1C0Laezbl8ppXICjnO4j+ldV4F1z7RY/wBkXTYuLcER/wC2nbHuP5EV40fGmqNGEZLcqG3AFW65J9femweMdStrqO5hS3SWM5VgrcfrWc0pKxpSqODufSd2wmtmHBOOBnvXHpca3otnKmjyW6SuQZJEgUSc9g+K85b4ueIWJJttPJJyf3b/APxdekaHqya1YW8uw/aWhjlmXZhAzKG+Uk9M1zezlHY9GNejNWkVLHVfEumXpu9Sm8+2lZfO3EyuB3Ix3x26V3uv6Vp7+AbjUbCU3PnGGcTNgll3DgenBPFV9P8ACE2tW4mkmjity21gB8xA64rr9asoLPwfd2lvEscEFsVSMDgAD/61awTvqc+JqRdoweh5V4bvja3cKMi/O4BY8NjHSp7iOW+u3upc7mOAp6Adh/OqtqUjZ0zhlJww9/SrazBFWQyK+DghjW5xmdPbl3ZZEHUckZrLay+U8AFj1zxXRSXbSr80QzntVORoXbaI2FWmJmP/AGZE2Uy4AOeHNSRaDx/rXUHnk5rZLReUFEbFs57e1RG68vIZQpz0zmnckz49IMDMd03Po1TxwSR4CySZ9Cajm1dFkYIHbnsv+Jqn/aki4dxKSOQoUUtB2LryeRlXZuexbvVSfVoWKqCWdVOCR8w6VSvNVcLlrZhnkb3AOa5C61O7ub1Y4gIyXVAE5OSQOtQxpHelLaKEPH/rJJHJ3AYqNrhuQyHJIK7TXU+PfCaaNZ2F/ZxFLd41jmXJO2THXn1rgvOkHGzp05ppg2XnuEWU7lbDjOKtxTxHAwPTn1qG2kEyJ+7HyjnHep5bYMO20n8aokklVWOcL0wQe9QywBFjOF2n2xQ1iEx855PynOeaQW9yRtzu29MUwLMVnG0fmMvzY4XAIqVIoPJKooB6gletM2Sx42jIC8YNPiuWCYkTII6jjFAypdxKkTYYNkHpXF7N+ppHzhmwTXYXxJDd8jjFYD24imWU4yGJ5qJDR33w8MzWeowRzhPLkU5K5Byp/LpWjr+k+bEJHlZ3QE4zgE/Ssf4fXFvGl4jyKjSOgjzwGIUk/jXR38xeZlJ8uJG5bu1cU7qVj1qHwJmD4ButUSzurO8gZLCKYm2eQ4bGemOuPQ1p69fb22Anjt60yfUTEmy3GT2A/wA9Kxbu6htT5l7JhtwAUcsSen8jUW5noa3UFqy1ZQjAVzjPU+nqazrmdZ59235ckIQafcaqslv5OwRBvvEjlhnj/IqvCFBaQhNr5IAzxmuylTcdWeZiayqOy2IzI0a5jzvH4/pU0V4ywB3YZIwex5p6QeYGUMu0gt9PxqORHjj2FVx0yMce9b2OWwkl2HBkDAZHy89frWVM4LEkq3Hcfyp0sDqVYY2jPBHUVUVXbKrgAHP0oGWIDukHyjHvVpAjbeBnsMUlpbkoWB+Ydc1oW9gWO48AelMBj+XDC82wAL29TXL6pN5UMOnKwKozSSse7scn8ulb2svtZLUDpiSTJwAB90fia56Kxe5vZJp/ljJG7Pc1D1GTWtuY3jmJyoAZV9q0ROxYkucntmqsvL7U4XgAegpyWj8MXqkJlt5Y2tXjYE5XFZ3hvS79VuLu1hmdLU7pWVchATxn/ParSRYyGZiO4HavRfhcsdnrM8RC7byHbg9yvI/TNRUjdGlKpyO6MSC9udStFWYr5ffb0P4+lX21FYisURyw4wBmu2vfhzps95JcWs0lqrnLQqA0efYdvp0pqfDxI1wmolfpCP8AGuL2bueisXBrU5ezhe4IXJ8yVgqj68V61bRLb20UKfdRQo+g4rndJ8IQ6bdpcy3UlwycoCoUA+tdRWsFY5MRVU3ofANFFFWc4UUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXuHgNZJYbKOMDbJHArD1xEuP5mvD69/+GoEdzpMO0MGW2lBPbMaAj+dUgPdrO1Szs4rZB8qLj6+tQ6zEJtEv4/71vIB/3yavgYqG6j82zmTONyEfpUgeDgmILIw/h5I71cieFh8nJYdCOhpktuWijGRhRg++DRDCSuM/NgnNaiLccUYJDhW7jvzTmt4iwbaBkZ4FS21sHBzjPrU8UPzBeM7c5/GgCFbQED5Bg1VuLFX+YRgrmtjyzjHGCar3COsXylc570Nisc/d2cECAMFz6Y5rGMf78vIq47DqBXQ3tu0CuxYM2M5rm5pWO4UDMvU33sVGSRU3w+8N/wBueP8AT45E3QQObiXPovQfniorhCdxz2r034Kacivq18cFx5cI9cY3UnsB6P4k09dV8O31oygl4iVz2IGQa+c5bV4wTgkDqa+oioIIPIPWvnrWIPs+qX0Sn5Y53Uj15pQBmJaBt5KvtPTHtWhE7tG0UjZYHhgKqvGY5A6nBrQtYjMDnb0rQQRStkKQOuAD/SrES8kqDjHIFWI7UKpV8Mc4B9KmgtFHzBjnO3mgCERBVY7jnFNCgx7SoPpxWh5DB3ClQKY9s4Jyy4HYUAY9zCpTOMBevvWFewFiAPxrfu0bnkY9KzWQySc4pMaLGlT21l4Yu47hA1xPcBoj/d2r1P4kVQtdTu7YhGujNDnd5Uvzj8KkksjPArGTCAt8o9fX9KrmyZH5KEjocelZ+zT1L9q0rIlm1e9kudpkFvCXIBVOB7E5zjFZl5cbZC/2mO5JnBJQtlRtx3+hq9NZ7mBDcFsHJ5/zzVGSJ1IibYVjYZwo9OO3P41ailsTKo3ubhKyWwDNnCDkinx2z7GKy7OhBHeo7J1cFXX94pIOD8p4q41o8bCMsNrcgAnitCC74fhllEwn2SBSA5YYAHoPem6zDDYXKR+YAsmWAbqBn8c1reDTCl7PE6bjKcA4HGOaPHdlEDZyCNPmZkAPYHmob1Gc1tjlj5cMABjBqlJEiTfLUj2IVQUcrx2NV4rVpLhYzIevXNUBpWQRQAzDk9O9bpMcUG8YVAM5bioNN0uOACTh2J/i5rnvF+qTR3osU4TbuNJgQ395byGRy26WV9xHYY6VmG5Y7l+Ug1lSSOsmSc5qaINvXkUgLxd/NBC8dc1cS4IILKSOnHan20GRzg5UGrkVupLrgVQFaKYMWXy8ZHBrsfBjlfEGmjoRKAa5+K3HmAEKcCuv8HQA65ZkheHBpPYaPYMClxRRWAxNoHaloooA/9k=", "path": "001381.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.
001382
Men Tshirts
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"path": "001382.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.
001383
Men Tshirts
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", "path": "001383.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.
001384
Men Tshirts
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+c4rpk6cfUyXM9xbPVNb1iQFLK009H5eRVy34eldPa2zWAykskqsMOW65rJ0+Oe0ijWfAfGGPrWxFOpXBxg9awdRtmiikjY0WS2VTGiBZCSScda2h6elcV81vMJIyQOo5rrrS4Fxbq4OTjn612Ual1bqcleFncs0UmaCea6bmA6ikBpaLgJS0UlMBaSiloAKSlppPbvQAHqK+e/inon9k+LWuo12w3q+Ypxxu6Efyr6BdudoPNcT8U9AbWvCUksMe+5tD5qAdSO4pDR8/jGc9P8akX2qEYbLA5BOfxqVKCrEoFSqeAKjyKepqWVYsKelSqagU1MtJgWENSqeagQ+nWup0fwheapGJQ4RTUCuYkZ+ZAele+aEirotptAGYx0+lefH4cPHbl2ucsB0xXf6ErJo1vGxyyKFzQiWyvqniC3sXMBjkZyccDgVp2ZRrRHjAwwzVDV7zTYreQXEke8Dp3rltF8axQTPbXCnyd3yOB0prRiN3VfENzp+8NaHb2YVh6X4yup79IWClXfBrsv8ARdVs9y4kjYdxXmOp6f8A2N4ttxH9xnGKezA9O1Kd4NMlmiOGCEivH5fGOqCeRnm3DDLjH1r16/G/SJf+uZ/lXz9dqxu541BblsChscdTj2FRNU71E1dRJCaYalYUw0DGUxhUtMagZGaYRUhFNNICM0mKkIpKAIyKSpCKaRQMjNPghe4njhjH7x2Cr9TSGtXwxaPe+KNMgjXLtcIfwB5pMR9GeBvh9pXh7R4Wkto5ryRQ8kki5wfQV2yoEUBQAB2xwKIvlQL3AxQz4OKybJY40jHFRl6ieT3qGwJi9N3VX30u73pXAnLUm6odx9aTd70XAlL00yYqIk0xjQBIZajMhphpApY0DHbgTyce9QahbLcWMkasG3Dg/wC161K7rEpLdKx7+8nMZa08t3Xord6ynKyNIQb1RzVtcbZXQk5ico49CK15o49T06S0kO3eDyOzVxN3qqHxVHcRK8QuF8m6hbpHIPut+OSPxFdXaMVCk8bT0rlnGzujsjtZlDw9ZXGmWrW91y6NgN/eFdBHdLwrVVuH8wZ/i9fWqZyGBz0rJu7LNO5UP83U9qijPakjk3x5zxSgYOaBFqM5Xaa1NMuvs8uxj8jfpWShHerCdeaqEnFkSXMjrA+R6inZzWbpdwZYjG3JWtDPFejGXMrnDKPK7DwacDmohUo6VomSLQaKDVAIDS0lLQAhNMYgZY9qeahf5yFH40mwCEFmLkdakdQykEZBGCD3pQMDFBPT60ID5t8e+Hx4d8UzwRLi1l/eQcdj1H4VzINe0/GTSxcaNaaioJkgco3sp/8Ar4rxUU2aRJVNSqeajUVIvWpGTLUqmolNSA0mCJ1Ndbo3jS60qBYlQOF6c1x6mpVNSFjvZ/iJqE8TIsagEeteg+Ern7VoULs+5yOa8GUjj6c1v6T4nv8ASovLglIXsKCWj1q98L2F5K80u9mbk5NR2XhzSlQp5SNivN5vHOqupXzzg+lZv/CR6kkhdbuQE+hoFynuca21hbhF2xxr615T4r1uC78RwyRMDHC4yR3rnrjxBqV0m2a8lYegNZbOx6nOeppNjUT2ufxLYnQWf7QmTHjGeeleS2N/BBq8txMoaM7sflWZ5pwQScemahkOUboBtNCY0jnnFREVYcVERXZYzIGFMYVMRUZoGR00inmkIoAjIppFPIpCKQxhFNxzTyDRigBmKaRUhFNIoGRkc12/wkthN8QrN2XcsSMxH16VxJHJr1H4I2Rk13Ubxh8scAVT/tZJqXsJnvIm2lTnqMGpHkzWY0hyec81YglEkePSue5JKzn1qEsSae1MI5pXAUGnA0iipMUANzRT9vFKV4pgRdqaeaft5pQgzQBGEyaeQEFPxiopGwKQGbqoeSxkEf3sVytretGxDk5zg1017Nn5VrBvtN8xTLF94dRWNaN0dFKVmU9Z8PWevwNLG/2e82kiVehPUZ/ECn2kNzaWsKXODMEAcju2OajtrsxvtyQR61bluQ6Zz82K5G3ax1rV3IZS45zxUaybuDRFOWUq470x1AOVqBluFijbT0qyWwBWakpPBq9CCw5OaCWW42ytSq5FV4xsP1qyozRezDoaujMRcsueq1tnjH0rnLGTybpG9TiujPQY+td9CV42OOstbgDUinioulSIa3W5iPFLSUVotgFNJRSE1LATPBpic80p+6aVAAKVwHUU3dzThzTQGD4y08an4S1G3xkmMuv1HP8ASvmblWKkcivrSWNZYnjb7rAqfoa+XPENk2n+Ir62YY2TNj6HpVFRKKGpQeagU4qQGkzQnBqQGoAalU1IiZDmpQagU08GkCJ1apFaoFan7qQEu7NBbimBqN1Kwxd1IWppamlqBjiajkPyN9DQWqNzlG+hoQGU4qI1O4qJhXYc5C1RtUhqM0DIz1pKcetJigBpFMNSGmkUFDDSEU6kNIBlIafTTQBHzux2r3f4OacLXwjLesoDXU7MD7D5f6V4Q3Q/Q19JfDtVT4f6UqjA8sn82NRMDpMYABohk8qTGeDQeRzULcHPpXOI0twbBpKhgfcoBqUmgQ9TUwqup5zU6mgCQDikNKOlBpgNooo7UAITgVTnfCmrTcmqU4J4pDRmPyxNIOBVh4uM1AwwcUFXMHV7Mo/2mIfKfvL6VnJLnHNdXJF5iMrDIPWuY1G1NpNlPut90elctWHVHTTqdGPAyMg04HsaqwThh/OrgXcMiuaxu3cjK+gqxaTbH2mo1HY0OAGBHalYk2U2tirEeKyoJTgc1fjkz0oAur99frXSxnci45yK5VXzxnmtnTbrIET9exrpoTs7GFaN0aLcUKaC1IODXb5nKTqeKdUanin1aYAaaetOph60mA1jikDFuBxSOMuBUdxeWthEZLmeOJAMlmbFK1wLATHWnAAVwWq/Fnw1pzMkdybmQdoh/WubuPjlbqx8jSbhl9Wcf4VSTA9gPQ88V4B8WNOey8XG424juEDA44Jrctvj1pzSBbnT7iPnk7gQP0q/4j1fQviD4VnewuEa7t13oD973FOxSPG1NSKagRgce/T2qVTUlonBqRTUINSKaBk6ninqahB4p6mkImBp2ajBpQaTGSg0ZpmaTNIBxNITTS1IWoACajkPyN9DSlqjdiUb6GgCs9QtU7ioWFdZgiBqjNSsKjIoGREU3FSEUygBDTSKdSEUDuMxSEU/FIRQAzFIacRTTSGRS/db1wfyr6d8GwrD4L0lF6fZlP5jNfMUo+U/lX1H4ZQxeE9KQ8H7LGcH/dFZ1ANFqjapCc00isAEgk2vg1cByKziCrZFWopCRQInDc1PG1VM96ljfmgC4ppetRqaeDTExMUvaiigBrDioCmc1YamEcUAUpgFWqTrk1dmG5jVdkoKTEjiUxE1g6vYfa7SVUOHA3KfeugUfKRVZ4iDwO9A07M80sNQWSRoJfknQ/dPU1uwS44z2rJ8ZeF746imoaXGxZz84j6ipNMi1YWZbULYRuvA2nkj1NclWmt0dcJ3WptrhqlWEselZ9vcgHB7VqR3MbIMdawsX6E0EIXIbFWFiI+5z6+1VRLkcUsl39jheechYF43k9G9KcYc70E3ZakzXSRbi7hNgyc+lVIfGemrcCJlfg48wDiuP1XXZNTnZVUpCpxjufc1mbixCAAc8DFd1OgorXc5Z1rux7/a3CXVrHLEwaNhkMO4p+cGvL/BHij+zLs6beMfssjYUsfuN6fSvUXAxkcjGc1o0Yiq3NTg5FVFNTI9EWBNTGpd2aYxqgPP/iZ47k8G2Vt9mRWurrIXJ4AHUmvAdW8X6r4gui99cySxg/dzhRXVfG/Vku/G8Fny4s4MY7Evyf8A0EV5l++mUDGE9hVxirFpK2pck1IL8sYAqANNcN8xwKlh07BG/Aq2DDCvAyasNCFLbgDGfwrY02+l0p1njbay8emRWYJp5OETHvipEgdjmZ9x/uik0hGlJMtzLLKi7A5yF9KUGolTYMY2+xpwIzmoaKJ1NSioFPtUqmpKJQaeDUQNPBpAShqdmoQ1O3UATbqTNM3UZpAOzTSaTNNJpDFJqNz8rfQ0pNMY/K30NMBZBUDCrUi1AwrqOZMrEVGRU5FQt1oKImphFSNTDQAnamU40nagBKb3pxpKBiGmNTzTGpANjAa5hRujSoD9CcGvq62jWGxto0+6kKKPoABXycxwwYZyDkfUV7x4Q+Iuk6pp1taXVylvexIsbLIcbiBjOazndjO5706o4pY5lDRsHB5yCDUnT3NY2EMdaiBKN14qxmopFzSAlWTNPV8GqStsbB6VMrZoA0o3yMVOpqjC3Aq4h4piZJRQKWmA1qjbhalIzTGXg0gKbDJNRsmRUpXk0hFBSIQuOKRosnNS4FPUAjmgDOuIuMEVnywc4ArcljzVR4c1LSHdnOXOmpMSFGxuxrPaGa2ba+SP71dW0AB5rPv4kSMsx+WsnTUjSM2ijDIoi3Fs5HA9a5zxTNMyW7MHjhRdpX0fuT9ePyroLXy4j5q/vCeR7VNe2Ueo2rrLg7h8/HbtVUochU53R5o03QLwAKaJ3VgwzkdxU2oafJp900Tg7c/Ifaqu5VX5m6eldKdzltYutMspD7yrDnJ9a9C8I+J7+4sVs3PmLCf9afT3rzW3t5r648mBdxz8zdl+td/oFsNKgMKct/GfWsqs1FGkINs9IhmSeMMvBxyKlVq5W3vpIzlOCO9c/wCJ/ipH4Xvhay6XOxYbkkz8rVlRqKWhdSnY9PVvemTSiONnPRQSa8In+Pl8QRbaTCP99jWePi94k1+6j06KKGIXLhMKOxOK6eVrVmVjlNUtdS8ZeNtTudPsproy3BCFFyoXtk/nXfeH/ghqNwFk1i8S0j4+SFdzfTNeq6IthplikVlapBGqgZAGW9a2I52kOFzRz9Aucrpvwl8Jaeo8yw+1t3Nw28H8DW3F4M8MQDEegaeB7W6/4VscgU5QTSuxGLL4P8MSgiTQdPP/AGwX/CsfUPhl4VvIyI9P+ysf4rZtn6Cu0CUvlinqNM+afGfg2bwhfpH5puLSUZhlbqD6GuZB565r3P4y6e0/haG7RSwtZstj34/rXhQyTmnctakwNSBqhFPXrSKJw3FODVCDTgaQyYGlz71GDS5ouA8H3pQ3NMBozSEPJzSE4puaQmgYE01j8rfQ0FqazfK30NAFyQVXcVaeq7ius5kVWqFhVhqgakUQsKYalamGgCM0nalNJ2oAQ0maU009KBoQmmtSmmE0mAxuTVBzmVmP3s9avnrWa5+Yn3oKNrSPF2u6GwNnqEoQfwSHcv69K77TPjhdxqF1LShKR1eButeSbyD0prHdyaTimPlPoGy+M/hy4wLkXFq3oYi38hWzD8S/ClwPl1aNf99Sv86+ZCf8ikLD0A/CodNC5T6gfxx4ZlBC61ZBj0/eitjS9Ts9St/Os7qK4iB2lonDD9K+R+OoA/Ku/wDhZ40g8M6nPa38jJp9yBz1EbD/ABz+lS6dkHKfSUAPer0Y46VycXjXw4sCyDWbTYB3Y5/lVK7+LfhSyBH2ySdh/wA8UyP1IqOVk2O+A49KOPX9a8juvjzpCEi1025nx/fYJ/jWPcfH6c5Fvocaehefd/Sq5WFme6bh6jH1pCQR7V88z/HbxCwIhtLGL6xlv61mzfGbxfKDtuLWMnvHDj+tP2bHZn0fKAp9vrVctzXzLP8AE7xlODnXrpB6RkAfyrMuPGfia5OZddvm/wC2g/wo9k2FmfVbEjsaY91FEP3kioPVjivkeTWtTnGJtQuX+shqv9omJ+aWQ/WRv8aFSCx9aT+INIgH77U7NP8AenUfzNY9z488MW4O7WrRiOySBj+Qr5haViOST9Tmoie3H5U/ZjsfQt/8WfC8GRHcTTt22QsAfxIpNO8V2fjGxmbTwySRcNDJ1x61885wMDj6d6v6Jrd3oGqQ31q+1gcOB0ZfSj2ZSR7razNYSKZDugfhj/cPr9PX0roIpQnsvbjrXPafqNr4i0tNTsSvz/LLGedh7g/jTLnX7bRdNlmvJMCHhVJyxHbPvWTiwsaHiHT7e6tS8kiRg9HY42muIk8M6nHKPtHlx2w/5b7wQw9QK2o5zrUEd07bonG5V7VaSxhUKMZHuc81zyr8uhrGimiK1s7dYUtrJiLcjLschnPv7V0dmoRAKoQoFGB6YNaEZHArknNy3N1FRL6EcVR8Q+HrLxNpL2V4MEDMcvUxnt+HtU6Sc1ZjkwaiMnF3QNXPm3X/AA/e+HdTazvYyGH3XH3XHYipPDUwtdetJj/AwYH8a+gtc0PTvEmnm0v4gwHMbj7yn+v0rxzVvBV94U1aLzMzWRb5JlHv0PpXqUsQprlZy1INHtfhppb6JZpGIXsD6V2cCCNflrk/B0ZOnwccbcjFdnGoUc96rqYDkjyMmpOgrF1jxTougwmTUb+GE9lLZY/QCvNtZ+PFlGXj0bTZLkjgSTtsH5DOa0UQPY92Rnj86Qtjv+OOK+ar/wCLPjHU8+Xew2Sn+GCPDD8SawbjxF4hvSTda9qEme3mY/pVWA+ntcsYtZ0W808lSZomVRnOCRxXyxJE1vLLDICjxOUYHqMGrOn6xqmn3aXFtq15HIpzln3BvqKseIZkvtVOpQxhTdIJZUUcK54I/T9aTVkXEzs4PTinA1ENw/hb8qeFkPRD+VRdWNLMkB96kBA61GsMxxhDUnkTDrGaXNHuPlYoNOzUR+X7wIpQaS1VxEmaXNR0m6qQEuaaWpmaTNDAcTxTGPyt9DS5pjt8p+hpWA1pRjtVZxxV2YGqj11nMiq4qFqneoG60DImqNqlaompAMNMNPNMNBQ2mk0ppuaQCGmE080w0DEHXmqEi7WwRzmrzZAyRx2+tdJ4j8DXmk+HdM1yLMsFzEry8cqT/TGKARxDKKbinsNvQcHkU3cKCxmRTGFSEA9DTWFMBgbHFIDskDDsc0jcGgHg/SkPoaW4soO736DmoWUg8cVb+xSwWFtO6/u5wdhquwpaEpEY/P60tJ0paAFHvS0ylzTAdQaTNLQA2gUuKDQAmab3paKBjD9KYQTx0FSkUwigZq6D4l1Lw5O8unzhRIMPG4yp98VQvb661C5knup3lZ2LsGPGTUW2kxUtIaO8+HuveUx0u4bgnKEn9K9LT7vHSvnqGV4J0miJDocqR617R4X15Na0tX3YlQYkX3rgxNK2prTkdJGcCrKvzwapI3FTK2K4Gjcuoxq3E3rWcklTpLhhSEaCOVPsOau2lrBqMwt54VkiPzMjDIP/ANes0SY+b0611Wg2nlWvnMPmkORn0rfDwbmZVmooYbaDQLKaZFP2eJd5AHQV4r4u+NN9dSS2ujKbSAZUzMP3h+lfQTKHXawDKRghuhryX4g/B+31cyanoQW3vACzQfwv9PSvUUdTjR4Fd6vPdzNNcPLPK3JaQ5/nVf7dP2QAe1ab+HdUguJIG0q68yM4bETED9KqSQeW5SVGVh1UjBFa3RWhB/akw/hXI9qkTWZh/APypwWIcGDj1Jpxt7eTqpSgehNDrMbuBJGR/tV1vhryby5EBwyuCyk+tcW2mhwfKcNj3rT8K3b6Z4hs0nyI2lA57ZrKtHmgy6btJHqEegQFeUH5VJ/YEA5CiukmiCKTgZqmsmXxXzsqk72uenGz6GYmjRDjYPyqVtIiCcoMVvwwh1HFPnt8RHiodSXcd1tY8t8Q2kVu2VUCudD11HjJSj5Fccsma9nCNyp6nHiEk9C1vzRuqENTt1dRzkmaTNM3Um6gCQmmMflP0pN1Ix+U/SgDoJqqP3q3JVV+tdJyorstQsKsMagagohYVE30qVutRNQBEajapDzTSKCkR02nkU0ikMaaaRT8UhoAjK5xnucH6V9Q21pb3HhextJ4hJA1nErqe42CvmJBukQdOf619R6bIsmi2BXBUW8YH/fIrKegmeNeJ/g9fRXUk+gOk1s/zC3lbDJ9D/SvP7/wnr+msRd6RdxgfxiPK/nX1ZjIyKa4Ei7WAPpmpVSxVz4/a3kjJ3xyKR/eWkAbHKH8q+s5LKIkkxJ/3zVdrG3B/wBRH/3yKHVY7nyxDp95dNtt7OaU9tiZrpdI+GuvanKrTwGzgz8zydcfSvoJYI0+7Gg+goMIJ4pOqwbPM/FvhCLTfAEC2wLtZNuLt3U9cfjmvKzhhkfhX03eWa6not3YSgEPEygGvmeeJra6lgYHdFIUOfbNVSldaiKrLTM4qcjIqJlxWwxBS02loAWlpBS0ALRiiigBDSU8jimnrQAlJilyKQmgBpFNIp9FIaGEcVteGNbfRdXSVj/o8h2yD1BrGIHemsueP0qZRU1ZlJ2Z9CwTLLGrxsHjIBDeoqyprzDwH4mdZV0i8kJQnMDHqD/d+leloc15Fam4yOiEicGpFfmoRxznj+VaGl6ZLqdyFX5YB99z0x6Csoxcti3JdTQ0Swe/mEjjEMfJ/wBqu5i2qihRx2HpWfawxW0KxQqFjXgD19zVtH969KlTUFc4Kk3JlnNGfpTFanhhW6ZBGUVckKFJ6kD+dcb4l+GGg+Jr9by4E1tMPv8A2baok+uQa7fvTQQWIxTuFzkNO+G3hLS8CLSI5H7yTFnJ+uTj9K2U8OaEEwukWWB626n+la7AHqBTfLU9hSbHcwLrwR4bvIysujW3PdF2n9MV5v44+DsX2Rr/AMNlklhO/wCzMc5xz8pPNeylSrZp2c845FILnkVnfvcaFbSTIUm8sLIp6hhwc/jUEMhaTIre8ZWiWt7mFQqyfMQoxyaw7NOBXhYhWmz1qDvBM3rE8CrVyuYCap2rYwKvy/NCfpWdroTfvHmPjODfCzV52pwcV6r4pgLwOMZ4rymT5JmXpg16WAl7tjPEq5YQ5qQ1AjcVIG4ruscg7NJTd3NBbmmgFzSMflP0pN1Ix+U/SgDpparPVuSqzgc10HKVWqFqsPUDCgaIG61C1WGHNRMtBRCRTTUpFNIoGiE0hqQimkUguRmmmpCKYRQAgbaT9MV7v8PNeTUvDUMJYNNbjy2XPPHQ/livBTnJX1Bq1oHiW88P6gt1avhhgSIejj0qZq4z6iVw3Q0MpPIrjfDXjvSfEKIEnWC6I5hlIB/CuwWX+Eg5+lc7jYBGI6GqsqlelXjGGG4dPWonXjBqWBn85zT1GfanSRkNwKgubqCws5bu5kWOGIZLMeCfSmgLke2ORSSOTzXz38RNHl0nxdd/uyIrhjJGccHPvXt0F417BDdKCqSgMq+x9avalpGn63ZfZ9QtUniIwNw5X6GiE7OxbjZXPljPY8VGxzXruv8AwakG6fw/dhx/z7XBwf8AgJ/xrz3UfCHiHTXZLnR7wEHBMcRkH5rmulTTFcwMUoqybC8DFfsdzu/u+S2fyxUi6PqrjK6Vfke1q/8AhTuBUorXtvCXiK7I8jRL9s+sDL/MVsW3wt8a3RG3RJEB7ySov8zRcLnI/Q0fnXo1t8EPF8zDzTZWw9Xk3fyrZs/2f9TYj7Zrdko7iFGJ/UUuYVzyDdnimn3/AEr363+AGjx4NzrV5Ke4WNQK2bb4MeDbcDzbe5uCP70xXP5Glzhc+Zs89DipEgmlwEhkYn+6pNfV1t4A8JWGDBolsxHeUb/51pw6dp9pgW9hbQ46eXEoqfaBc+UbPwrr2oEC10q5kz/sEV0Np8JPF91gtp/kKe8pxX0sZn27c4HsaiJJ9KnnC54XZ/AvVpMG71G2iHfYdxFblt8ENKix9q1Waf1VE2g/jXq5zjrUMhJ4JP50nJhc4ez+GXhbTpElitppJkOVYydD+VTX1i9nMNqs8R6YGTXVutRBijZH6isqkebcqM2jG0zRJ7tg8v7uDqexauvt4YoIFiiULGOgHeqsU28Dk/SrCtShBRQTm2WgalVqqg1IrVZmW1epFc1UVqnj55qriLDNtXJqOFsqWPeqt1cZIRT161IJMAKDwBTuKxa3ClBqsHp4ancZYpjDByO/WkyWTg0K/IU9cUXBnD+OSpmh9QP61yttJjrXXeOYdscU34VwschB6968TFL32ethtYHRWsgJrVBzCa56ymyRW9C2YsVjEclqcvrqBo3BHY147qieVqDjsTXs+tD73HavIPESbb3cPWuvAv3rCrK8LlKNsipQ1U0bFTq2a9Y4SWkzmkozQIWkY/KfpSGkJ+U/SgDrpBUDirUi1Wk4roOUquOaiYVM9RNQNMrsOaiYVM/WomplEZFMIqQ0ykAwimkU+m0ARkGmsKlIHrUbCgYxAC5z2BrHlH7xsZBBrYBw3SqN3Eu4sPvelFhopxXMkbhgxBHQjgiuz0L4n69ooWJp/tVuP+Wcxzj6GuJZQ3I4pgJB+bipaTKse/aR8Z9GuEVb+3ltn7leRXTJ8QfDM0O9dUjAxnDda+XsE8g0uD35+lQ6aFY9/wBZ+K/h+yQrbl72UfdReF/OvL9e8bar4puYoZnEVoJV226dMZHU965EEDjbjNdh4E8L3OvazbytA62MTB5HI64qZJRVylE+gbG3SOyto9m3bEq49OKvqpUbe1Vz8qqVPAAAFTROXPNcdN3kaVNh/Jxjt2IqUTN3wfryKaMA/WlKYroMCRGgzk28WfXaP8KmWZAMCNB/wGqmMGng0XAuLO3bA+gp/mk85yfriqqmpFNFxWJt59TS7j60wUtAiTJ9aQ80CgUwGMKhfrVkioZFpAQ0HrTwvFNI5oGNxmmMvFSYpp5oGV3Wq7rV1lqu68UgKwYxtmrsc24A5qo60yFtkuGbAoA1lfipVYmq0SgjO7NWFkjiHJ5oEWo04yeKbcXaxLtSqkt47/KvAqEAk5OTQMniOSWY8mpg/FV1PtipB0piJxJzUqye9VhT1zQIvRvmNuehqO4fy3jcHjpUds+5JvY/0p1yN0A/2eaaYHM+PJP9BiXuTmvOozz+Nd345kJgtW7FTXAI+ZOOleVidZnq4X4DYsj8wrpLcjy/wrmrI8it+2f93iudFT3MzWFBDH2ryPxRFicHHevXtXU7G+leV+KYiQWrbCO0ypK9M5UdamU4qsCc1ICa9qx5xYDUZqJWp+7ihgOzQ2Np57U3dSM3yn6UhHdSpVWRetb2oaTdWJIubd4vQsKx5o8V1HFczpBULDmrci81WYUi0V3FQuKsP3qB6CyFhTKkNRmkA2m96d3pvegANNY0pNMY0DNrwfp0ereKLawkIHnh1UnnB2HB+lUtW8D+JdIkeK50yaeNDgSxfMrD6daXw9LLD4n0xoGZZBcJgr1OTgj8q+nJlUyOCWHzHgE8VlKTQ0z5EbS75Dg2F2D6eSw/pUTafd55srr8YW/wr64a2Rursfqc037JEO/5ip9q0Fz5HWwumbC2t0T6CFv8K3dM8D+JNVINvpc4Q9XkG0D86+nViiToqn/gIFOZ17lvpmj2rYXPHvDnwljhnSXV2MzA58pPu/j616bPZx2NvElvGkMQGFRBgDFae8FgAhHaqeoeYjeUVOByCRWFSV0aQ1ZWhmZuGNX7ZsuQRWciOHzjir1s5MoHtWEHZm81oXMcVNEAwwaiJxnBGP1pQfLbGa6jkJJI+aZirIIdeeajdAOQKQDAamQ1CBUi0wJgacKYtPFBI8UCgUtMApjjNSYpCBQBDimsKeab1pARHg0mOKcwxTPwz9KChCKhdeKmYgd8H3NMbBH+FICpIvJqs65q1M6Iu52AX1JxWJf+JNGsEL3Gp2ygdg2TTswL0U21tjHiriYOCTmvONS+KHh22JEDS3OOSYxin+F/ihpus35sp0NqzH900h+96UWYWPTEwOlSKapxy5Ckck9PQirCvQBYHWpFqBWqQPQIsKM1IBioEerCOKBDYR5YkHqanPzJj1FQSMAcDvU64AFNAcR47BFhaH+6SP1rzuBiZcH3r0jxzzaxoOofIrztU2y5rzMR8bPVwvwWNq0bpW5bMNtc/an7tbNuwC1xN6mskN1EgxsK848UQ/uGr0G+5B5rg/EgzA4PNa0H740vdaPPM4JFPDVEx+dvrSg1762PNe5OGpwOahU09TQSSUh6H6UZpCeD9KAPsbUNOttRt2huYlcFeCRyK8U8U6G+i6k9ucmM8xkjqK9464rzn4oRp5VpJx5mSPwrSDOSSPJJRgmqr1dnx2qnJVgitJ1qu4qw/WoHFBoRNUbVI1RtSAZimmn5qM0AITUbGnnNRtQM7L4VWNvfePbQXABEKPKgP8TDAH86+gHjYMeMnua+cPh7K0XxB0cq+3fKUPuNjV9KlXAAxzgfyrCoBAIye2KDH70/y5T/AAkUGF+9YgQmMegphiiz3zU5iI6mmrCM8nNNAMVI1wS1QatcRR2BdhlhwD61eaKP0qpfabBqKJHPLIsa84Q4zU2uVB2Ob/tQBeBxjr70QauEnQMRgsB19TWN4otDot6kVvOZInG4A9V+tc413c7w+ehBqVT1Ohz0Ok8YfEGXwj4mhsprMzWk1sJdwPIyzLj9M/jV7R/iR4e1jCC6+zS9Nk3HP1rgPjV+8vdDuf8AnpYqOPXJP9a8xyCckcjoT2rqjBNHMfXltcJKgZHVkPQg5/lVtWDcH8q+WvD/AI01rw9LvtLp3jzzFKdymvS9K+NemSRAarZzW0o7xDeD/hUumwsetEDkUmK4KP4ueE5eTeTp/vQkf1qYfFTwm3/MTA+qVPKwsd0vFOBHvXDH4qeFVGf7TDf7q5qGT4ueFUGRczv/ALsJP9afKxWZ6FTsjHWvLpvjZ4dTiKO+c/8AXEis+f45Wig/Z9Jnc9t0gX+Yo5WFmew7sdePrSFwR1rwS7+NurSsfsmnW8A9ZWL/AMsViXPxW8U3Jb/SooM9PJjx/PNVyMLM+kGdR1YAe9VLjU7K1XM11DGP9psV8vXfjPxHeZE+sXTD0BA/kKx5ry6uSTPdTyezSMf60/ZjsfTt5478N2mfN1WAkdlbNc1qPxi8OWuVt/OuW7BVxmvn/APJA/KkPHQU1AaR61ffG+4ckWGmqoHeQ1zl/wDFbxPegqk6W6ntGK4jPHH60lNRHY0r3xBq9+SbnUbhyeuHIrLdmfl3Zj6k80tIRVWQDP1HvzSg7cHJGOeODR3oosikz0vwT8T5tO8vT9adpbbpHP8A3B717TZX9ve2yXFtMssTjKup4r5M5PXnPGO1ev8Aw81KaHw1CI5DmNmBz061z1moK41Dm2PYg4zipA2e9c5pviC2u3ELMI5+4PQ/StsNz15qISUloTKDhuW1epllxVQNxShzVEWJ2l3OD6VL9rwQM4xz+FUWfCkmuf8AEOsfY4PIjb9/L0A6gVEp8quVCHM9Cr4m1Jb6+2RnKRjGfU1yc5USDHrU7SHb1z7+tZcs+ZsE15Um5zbPWpw5UbVswwOa04pgo5Nc7bz4HXmrQnYjrWLWpdrmnczAg81xviIqYH57VtXFw2CM1y+uSk27fStqKtNB0Zwjn52+tIDTWOWP1oB5r3o7HlsmU04HFRg4pwPNOxJKDQTwfpTQaOcH6UWA+1HcIrMzYAGSfSvH/HutpqeqbIWBhgGAQetP1rxrqGpRmMHyYiOi9TXHXEu78a0jGxxt3KEveqsnWrMveqz1TGis/WoXqd+tQuKksgaojUzCo2oAjNMNPNMNAxhpjU5iRTTSYyxpt8+maraX8Yy1vKsgx+v6V9XaJq1rreiW+p2v+ruF3AHse4r5HI7jp0r6G+F1yH+H2npG25kLqfY7zWVRAz0AAsM54prBO7VGiuV+Zse1LsGeeaxsIglZB0zUPmHsKtsq/wB2oHHtigCHzCDyKincxwyTKC2wbto5JqxgYpoAB6cHg/SgZ5FqepNqF/JcSkhix+U9qpGaP1FT+LrCW08S3KRcRud6/jzXPnzI2KsatK5peyLnxSb7V4c8L3akEMkkef8AdJrzHNeheK3Nx8PdIY8/Zr2eL81Vv6156epraK0EhQaCfSkFIetUMMnPWl3H1zSUhoEO3le/5Um7PP8AOk+tLigB29u1G496QUUALn3ozSYpaADNIaUijFAXEppFPxTTQA2ilIpBQAYoIoooGMIpKkNNxTAQV6R8P3/4kV2ufuz4H4gV5x0r1rwHor2vhFdQmUqLuZsKfQcZ/SuPGL90a0XaRpRW4LK5+9144IrqdN1mS3VYrgl4+gbHIqg0USxgAciq7HHfivK9pKD0OyUIz3O8guI5kDxsGU981Lvrg4L2a2IMUhX27Vb/ALcvHXb5ij8K644qNtTklhpXOg1HUI7SJifmfGFUVw9wk1zePczsd7HOf7vsK1klLgvK25vU1SuZBurmq1nN6bHRSpcpmXZMURx0A4rBV2kmP1rW1CU7GqhZRhmzWcdEddjQtYz1NWwMUQJgYFWFgZv4azbuxXsZ1yetc3rI3W7fSusvLVlUmuW1Vf3bD2reluhbpnAscOw96TNLONs7j3pmTnpXtR2PLluSZp4NRA08HirESKeaf2P0qENzUmflNAHrGuW5sNau7Y8eXKVH0zxWRIc967f4l2X2XxAlzgBJ4wfxHFcI5rZO6OKPYhk71XarD9KrNUlkL9ahep2qBxQNELVE1SsKjakMiNMPWntTDQUiNqYae1MNADTXqnwY17yb640KU/LN+9gyejdwP515Wa2PB9w1r4x0uVZDGRMBu+p5FTJaAfV+1VXc5x6A0zz4QcAE1AjCWRmlbgdBntVgSIOEUflXMIDKCPlhNRSM3eMD61Pl2HXFRtHnqc0gKpPPYfSgAOcZ59qlaJR2pgQcgcHsaAPJPGdzJJ4hlJjKhRtAPtXGXFyXuSCBXYfE/VY18RJbRpiSKMbzjrkV5+bjdNuPetYJdS1dmjqZ8/4f3S97fURJj0DIq/8AstcCRXfRf6T4X1+LHAjgmH/AXbNcGeTgYNa6dA2GUUvX/wCsaTpTGFJS0lACUopKM0ALTqbTu1ABS0gpaADFBBpaKLgNox7U8ClA5ouBGVFMwBUxxjpTGz6DHtRuAyikJA6/pWhpuh6rq8wisNPnmJ7hcD8zSukBQ/KkJHfGPfrXp2j/AAW1i6CyapeRWad0jG9v6Yr0bQvhv4Z0ArIln9quRz51ydxz6gVLnYLnjXhT4e6t4muI5Hha3sMjfNIu3evooPX6ivbtWsINN0CzsrYYhtwEXj04/OugbpgYAHQAYArI8Sj/AIlBPcNXLXleDKp/GjlZJOOtVnmGKV2JGPTisy8nEOcmvJimz1EtS41yB3ojuQT1rmpdSG7ANT2t2XOacqehpY6n7SNnWqc0xPeqyz5XrVae4K1CQrEV7N8p5qTT1/d59ay7ife4FbNlgRqa1cdBs2LWNYxvc9Oeajm1mGF9gIrNv9TGzy0POKxJbWa4beGNEafVmbOoGoJcnrxWRrVqphZ1x0rPQy2wAzmpri/Mlqyn0pqNpJoaZ57ejbdNj1qDNTX7ZvH+tQV7UHeKPPn8Q7NKDTKcKogfTg2AaZmgHg0xH1J8UNPFxokN0BloJBn6GvHifWvojxFZDUNCvbcjJaI4+o5r55lUxu6HqpINVBnE1ZkD1XcVYfrUDCrLIGFQuKsMKicUhorNUTVOwqIigZA3WmGpWHNRnikMjamEU9jUbUDGnimCRo5I3RtrK2VPoac2MdaiIHNJge7fDXx9L4iK6RqCKLmJPkkH8YFepw4UEDGa+T/CGrtoniuwvt2FWQK59j1r6shlWQCRT8rAMD9eawmkmFi2OetIyihTmnYzUE3K7iosAE5+tWnXioCh3dKWg9Ty34iaLHPrkd1t5kjAJ+grmI9DhUbigNekePAI7K1nI53ba4xLpGjx3pOTOmCTRP4R0iyn1eeynjDwXNu6SKe49vzqDXPglbTM0ujXpiYjiKXkD2q/4Sk/4quDn70bj9K9MkHcZ/KqUmjOorM+ZdV+GfijSQS1gZ4x/HEc/pXMXNldWjbbi2miI/voRX16srL3FQ3NpYXwxdWkEoPXegrRVe5Fz4/z70pIHXA/Gvp3Ufhd4S1Ylmsvs7nvEcVgXHwI0Z8m31O6j9BtB/rVe0Q7ngHHqKQjmvarn4CEEm21cn/rqv8AhWVL8CdZUny9Rs2+u7/Cq50HMjyv86dj6/lXo7/BLxGn3Z7N/ox/wqufgz4pB+WO3b3D0c6HzI4ED2P5U7HHAP5V3n/Cm/F3a3hP/AxT1+DPi4nmCEf9tBT5kK5wI57H8qD1r0u3+BviaXHnT2cI77mJP6CugsfgJEAP7Q1lvdYVyPzOKnnQrnigIFPjSWZtsEMkh9EUmvo/TfhD4S08hpLeS6cd5DXWWWiaRpwxaadbw46FUBNJzQXPmPS/APijWWAt9MkVD0eTgV2ulfAu/kKvq2oLCndIq91aQAew6ADFQSS4zg/TFQ5sLnC6T8LfDGkkSG0+1yD+Kf5h+VdXDDBaxCKCJI0HRVUAVNJJnvUBPvUtthceXqMsc4HApKXPFIBVHPNUtci83RpgByDmrgNEiCaCWI/xIQfrUVFeLRcHaSZ5jcSbVOKwrmGa5fHODWxN8txJCxwUYgirluluAC2DXlX5T1Yvqc4miII8sCTRHYGA5GcV1by2wHAFZ1zJG4IGBR7RvQpNsyydqnmqFzcAZ5qzdyBFNYNzPkmtIxuWSLJvuB9a6IP5dqMdcVyNnKDdjmuxtIhcBFPSrmrESZkiOSSTcQeTWtBHiIAjmtW6sYo4kCqM1AsOCBjis3LQgzfsrOzEjIrKvozDDISOK7eOOFYCTjOK4rxVdLDauFxzV07uSQXsrnnl0267cj1ptRF90hY9zUgORXsRVkcEtWLTgabRmmSyQc0ucA0wGl7GmI+4JFDIVPIIwa+f/Fmnf2d4ju4cYVmJAr6DxXlfxQ07ZeW96q/fG1jTgcc11PMitQuKvPEcnjpVd460BSKbConFWGXBqFxQUmVWHNRNUz1C1IoiaomqVqiNAyJqY1SNUZ6UgImqM1IajNAxjZ42/eByK+m/hrro13wZaSM+Zbf9xKTzyOR+hFfMTcA+ld58N/EraXLeaYz7Yr8KA391vWoqLQEfQN34j0+yJiD+dL3SI5H4ntWZJ4ovJjiGKKEf7R3GuPgzFIynqDgt61qRNmvJq1ZXsdcKStc0JdUv5gd11J+CgVUN1dI25bqYH3bNOHIqORMisfaSZpyRS2KHiPWZZtNjtLg7/nyGNciZY0OQwrS8Xo4toXXjBxXGMZD1Y16NFc8LmEpKDsdp4ZvETxZp+1vvPt/OvY3QEV8/eGAU8UaVIW/5eE/nX0KnzLn2rRxsYzld3KLx4qIjAq/IhwaqslSTciVyO9Txz46moGU0nIoGXhLxwaPNOO1Uw1PDcUCJ/Mz1o31BSg0BYm80ikMr9jUdLRdgP81u5pwZjzmmDFLTESAmlzTVpSeKBkcjYqm7k1NLkmoilAEbdKZUpXimbaBjaKcVo20ANFOHGCOvU0bPQU4IfSkB494vlbTPFNymPkY5H41lLrBx1Ir0Pxxo0V1LBdOmTjZmuNbRYM/d7V51VxjKzPYoNOCM1tYOfvGo21Yt3rQfQomBFRHw7EahOBoY9zqO8dayZrkFjzXVt4djA9aryaBGO1bRqQQmjl7SYfaxzXeaZKSEINc3JpKQyhgOhroNIGGUE96KklIlnTOfMVc1H5eTxVtoh5a471JHbZwa5ramdygUOwjPavM/GU5WTys9TXr7Woxk968w8faKyEXSA/L1rfD6T1Jk/dPPV9amXpUI71KvSvZaOMfmlpBRSExR1p2cA0wdacehp3EfctYniXQhr2nrbFthDZDelbeKMVKOdq5wQ+GdkYyGun3Y6gdK5TxF4BvNJia4gPnwLySBzXtFRyRrJGUcAoRhge4qlNk8i6HzDNHt/Hn6VSkrtfHOirpGvTJGu2KT5lrjJRjNaXuJFR6gap3qFhQWiJqiapTUTUDImqNqkamEUgIWqM1KwqM0AQt0NX9FYLqC59Qaov0qxp8gjvFY0NFHtlncm8sYrjq6jZJ/vCtK3fIFcT4Z1ULfC1kPyXAxz2bsa6+AlJCjfeB5rysXT5dTpoyvoay8ikYHGKISCBUjCuJbG7MTXrUTae2QPl5HtXCzm3RDnG7FekXkQlgljPIZTXkGoThLiWPOGRipFejhW2rHNViuY1tAnQ+INLw3/L0mPzr6JtGyn4V8w+HpdviTSgD/AMvcf86+l7RyDg10z3MGi665FVZE9qujkVFJGMVmSmUGWoytWXXFREUDIMEUoJzTyKYRg0DH9aWmA4p4PFAC807NJQBmgBRTgaZSimIkBpRzUdOB5oARo8mmtHxU4OaVgMUAUitR7cGrZTmmGPNAXIQmRTxF7VMq4FOx7UBcakQp4h56VJGvtVgKMUxHMeMLTOhCVeqODXnsny84r1XxHEZ9Buo1HO3cPwryd2YjntXmYuNpXPTwcrxsQM5zTC7CrCBWHvTmtyeRXLodhT83HWkeePHzVO9ucdKo3MBAPFUmmBn3csbE4NTaa4Vway7ldrnNXdPccc10W0E9Ud3b4mt1PfFXoUyvTpWZo7BotpPQVsRMq5Ws7q5yzuiOVflrnfEdkt5pkqFc8V1L4KkVRe3E0bRt0NClaVxxV1Y+cruA29y8RGMGo0Pauw8a6E9pevcInyEnOK5Ba9qjNThoctRNMf2opAc0oqzMB1pexpKXPBoA+56KKKRgNJxQxGMUMwXknFc34i8W2Oi2zgSLJcYwqKcnP0oSJbsef/E+5SXXvKUgmNBmvOZeprW1S+kv7ua4mYl3bcSax5Dya3WxCKj1E3Sp2FQsOKDREBqJqmaompDIWppHFSMKjPXFIZE3eoiKtCCSQ4VT+VWI9NIGXNQ5pGkKc5GVsLHABqxb2bCUOT9BV9/JgXoM1U+1sZl2jAzWbrG6w/c6K2tLtQkkYIZCGU+9ekW8xubaC4IwzDDVg6btNkpI/hBrc0w7oJYsf7Q9q5as1LRm7w3JDmRrW8mQBVxeRWZbvhuT1rSU4X2rz3fmsgXwpkMw5rzPVvDyPq8z/wALtmvSrx1hTe5x3xntWfd6HNc3NvMgUwTD5ZFOQPxren7SOqHTdKU7TOH0nQI4NX0+bP3J1b8jXvMORg15Xe2Mmk6pBFLynmKVbt1r1WPlc1005N7mOMhTVnTNGM/KKeQGFV4WyKsCtjiZXki4zUDpir5ANRSRA9KQigeKjIqy8e3tURXNAyA8GlBp5WmEEdqAHA08Gos05TQBLRilHIFBFMYynA80mKTODQIlBqQc1XDVIre9AiTbSADNODcUh60AO2UmAKUGnYyKAHIBUvaokpJ51ijLHGaYFe8O+No+oZSD+VeSXEX72VR2cj9a9SkkY28rD7zDj24rzmWAiZ8jncc1wYx6o7sG9zDdZImytT214Sdrgir7QAnpULWak8CuFnfcsKEcVUu4VIOBU0cTqcA0TQuT3NTew0zk9RtyASBVbT8+YBXTXNkXQjFYM9rJaS7gpx9K6ISurDOt0uQKvB5ArTMuOQea5PS70McE4NdBHcRooLEVOzMZRuy/HKzHnOKf5gGTVBtUiQcAVUudYXyzgVGrYlApa9HDdW8iSYOa8e1GBbe9kRPu54r0PUdQaTdg+tefao2bpifWvSwSldozxCSiVM0opoNOr0ThQUdjRR2NA2fdFFFFSYGJ4qhln8OXawsyyKhYFTg8V4FNcu7He7M3+0c19JzRiWJo2GVYYNfNutWjafrd7ZkECKUqPpWkDGa94oSMSTVZzUzmq8lWyyFjUTVI1RNk8daV7FIhaoj3rRisJZv4cD3q/DpUUIzJyaxnWjE3hQlLoYcVpPN91cCr8OlIg3SGtCSeKEbYl5qjNNJJwTXLKu5baHfTwijrIWSSC3UiNQTWZPcSOTg4FWxAX7U4WXzc1KbZtaMEY5jZz0Jp8dkxYN6Gtr7KqjgCkMWK2hFvc5aleKeh0Wm3Gy0RSe2K3tLvUSRQe/BrjbW6WGPDVI2twwAMG5HvXHOlPn02O9VKdSjZvU9Ezsc9lPPFdNomnJdxtNIYy6DKwhsnPYkVwsWtxf2GmqBTIgUDA9c4/wDr0/RNVm0xH1i5kyNvkoyn/Xnrk+wrSNDW7PJq1GvdiaWuaJM+qpPqtxGEjyyQQj5j7HnpWx4YuItV0GSx0q3jiiUkOsj72z6iuGUXvii9e6eWZIIzumuTwuOox/hXYxRizslj8PQZRQfPckRucj72fTNbrTcxeu25mX1xdJMllrlqsNu7+XHOrBzDLnjOO2MfrXe2sm6MgdB71ysFlA8iTSkyymHy594+Rm6gnuSM9c1fsrmSywm7Nv8AXJA+tZupBOyK5ZuOp00EnzYq6pyKxbS4SSQFGBBrVR8itEzJxsTUUgNGaokRkVhVeSHHIqzRjIpAZ5TmmFK0Hh3dqrtFigZTZeaTpVhkFRMlIYqNUuM1W5U1Kj54oAeRUbCpaay8UwIs4pwakIptAEwY08Nmq4NSAgdTQBNmpV6VVMoHvS+eAPmOBQBcBAUmqEwaaTP8ApXneTCIMA1chhwgB9KYiosPynPoa4q5t1+0Sf7xr0MRfK30rzm/vFhvp4zwQ5rjxaVjqwz1IWt1zUZt+eKY2oJ6imDUFz96uKysdfvE62wDc1M0AKgbagF8mByKnF8m0cis2kVdkTWmf4aqz6Uk2Qyjmrxvk9RTDep60rDvI5W/0WW0Pmw8AVRW8lYFGOCK667vI2jKnuK4i4kUXzhccmtoa6MtX6lr7Q3c1BcXB29ahkc4qtK5Iq1EshnYFT71zN9ZmaYkV0Ep+U1kzORJXXRbiZ1IKWhnDS5SOKY2nzr/AA5rVW4YCn/aiPvAVu6zvqZfVomGbaYfwGmmGQZyh6VvrcIfvKKk823ZTlexqlX7oiWGfRn2DRRRWx5o1hXh/wAUNONn4oNwBhLmMMPqOv8AOvcD1FeffFTS2u9Ht7uNcvBJg8fwkf8A1qqL1IkjxdjURUueAc1q2+lzSgFxtBrRjsbe2XJALe9TUrxjodFLDTnqYEOlzTHJGFq9HpsVuMtg49avS3SgYjGKpuWk5JzXFUryeiPRpYSMVd7g86oMIoqnI7yHJPFWhbsx4U1bt9KeQjKmsbykdDlCCMYQM54FW4NKeT+E11FpoQCglf0rVisEiGNtbQpN7nNUxaWkTi20h1X5VqvJp06nOw/lXoa2kfUqKJbaArgqM10xikcE60pnmzW7qeVIpj2/GRXeTafBIDhBVCTRFJ4Wtk0YWOHuYW8sgCsOe3uHyixsSeK9Jk0TBIxUP9mLCcmPP4UaBdmRolvdQ+C2tJJfne7DKvdMc5+laFw7avq8WlW20Wtr8mR0MfVn/A/0q4m2IY8sAd+Kh0qN9KsHkKsJJ2ERZR95ecjPbJK1nJaFxkdTaym1lOm20Bm0llXdKOh45Jq5bCCAyQ2QZLVjyCfv/wD1qzoUS0h+yW7TKhw8qM2QGx0FXIXxt7AdhXn1qrfunTTp9TTQgAD06Y7VMrKwIYdfWqaPkU/za57m6Q/z20+6jlyTEThh6V2UEgdFbqCPzrinKzxMh5BrR8P6uu42Fw4WZPu7j95e2K6qNS+jOetT6o6wEdqXNRRuSOlSA11HKOzShqj3ijevrTAmzmkKg9qh8z3p6yjHWgBrwA+1V3jK9at70P8AGKQsh6kGiwrme6E1CMqa02RG5FV5IV61JREr5FOZuKjIC9KaXJ6CmA4mmEgU1pMdTTBuc4UcetAD2lAHpUZcseMmpBAM5c5qVcAYCgUDIVhkY5JwPWp0gUfeOacMnrS5xQBJHGGlXHQVdHFU4Xx2q0G9RTJJAPmFeO+O1fTfEco6LKodfzNewBguS2BgeteI/EvxFpuqeIUgsp1me1TbKyHIz6fUVjWhzROjDO0zBbUmB+9xSLqRz96sV5gf4qRZgO+a4/ZI9K50I1Q8c1MNUOOtcybjkVOLjCipdFFXN86m3rS/2iWHWudN0OmaUXRHSl7IRsT35IPNYgn33xz60GZ2OMVBCjLd5PerjBIdzUkPGaqu3archG2qUhHXFCGQSH5ayZ1BkrUlIKHisOdz5p5rqoq7M51FEnWMkcUGJvSmQTnoatpKp61bi0yVWi9yrsOelKUIU/StBFWSleFAp+hpal88D66yKWo4n3xq3qKeK6zxEBrN1y0F5o11CRnKEitKmsMrg9DwaQ/M8AnuGR2jUYIOPyqm29+pNdB4j0p7TxDdQqOGbcv0NQ2+jySkZFcE4vmPYpVYqCZiLbs5wBV610d5CCQa6m00RFALCtVLKOMDaoqo0X1MqmK7HPWmhIvLCtVNPjjACitIRhe1MdgK6IwSOKpVcmVvI2rUTFamYsx4qNkwcmtLGZEyk/Somi9TU7sdvFQEsc0BcQKi9eaY7huAMUmGJxS+UQRxTEV2jYnrTjbqw5FTiLJqdIqAM37FGTkqOD+dOfSoJ7Ywtv25yNpxyOavyx7VyKls9pyW7UAZMlu0eTt5znJ6mhH4rduWhK42isOdPLkOOhrjxFJbo6qNToyzDLx1pk9yYfmP3arKxBzVkMkyYcZU8GuFo6USW90khVlIPsDSahbJdoroxWeI5jkXgqaw7mNtLuPNhJ8lj8wPataG5WWMOp+UinH3XoXyXN/w74neVxZagMXCDAYdG9zXWi5jZeBXmVxa+cVliykycgjvXWaFqDXdqPN/1i/K1dtKfMjgrUnHU3nmUjioWdj0FSKMijFbHOQZm5xSbZzwePxqxTWbBoGQhJl6SClDTr3Bpxao23HpQBILmReq0PeE/wAFQkNimeWxoAVpyei4qMsx6mpBAaeLc0wIVqVdx9qkWCpREBQFyIIakVfapBGM0/aBRdBcjC0vlg02a6it4y8jqgHdjXFeIPir4f0QMguftNwP4IvWmlcdmzugFU4zWNrvjHRfDsLSahexpgcRqcsT9BXg/iH4x63qweHTwtjAeMry5/wrz+5ubi+nM1zcNLIed0jE1agCiejeNvjNqOuRyWGko1lZtwzg/O4+vYV5vY6g1tdrKxJGfmz1NRMg9MVC0eCfpVuC5bGkHyu6PSI7aOaJJE5VxkUG0A6VBoDk6JBvJ3YrQODXkzbUrI9SCurlY2uSOKSSHHQVcUgdaRwDzmp5mVYoCFSeanEK7eBUnljrTguBRzBykUUODyKjIC3QxVtRVOU4uAaLsLIsSH3qtJ1xVlxwKry4AoiMpTHANYU5zKa3JuhrKMYMhJrvwxx4ljYUOM1cjjZjnHFPt41birsjRxR4xzW0jlQxBsTgc4qBtxLZz0NPWbPSlJZkbjnBqR3PreGMxxqpPQVIKKWtDmQneg9KWigDntY8PrqN4lyoG4DBzVX/AIR2WBeFDD0WuqwPSjip5UWpO1jj3tWjbaV20woFFdFqlqJIfMQYZeuO9YRjY+9OxFyo2TUZiJPIq+IhjkVE42ngU0h3KhhI5HFQuFA55NXHSR/UVAbbJ5osFykV3npxR5A9K0VgAHSnCADtQFzPEHtS+R7VpbQB0qFkOelICoIMUNGR0qyy4GaiMi5x1oArOrEYqPaydKt/eNKyogycUgKZR361FcQK0WC3Iqy8pcEIKg+zs7bnJoaTQ07GUCVYhqljdVp18mHyvI7mqRYgZU/hXmVYNM9GnJSRaukS4tnVvSqmj2V0VuigLR25zt+tSxXG4FT365rHf4lQ+ENYls304XSSgPIyvtZD0x0547U6UOZlTnyo7CwKkEn8Qe1bOmQf6UTGPlPWuQsfH/gnVGEn22SwlY5KzJgZ+ozXYaZ4i8ObALXWbSTPfdj+ddEaTizkqVeZWOgjDKOacTzVManZS/cvLdv+2q/408Xtv/z3hz/11X/GtrHPZlgijbVc3sP/AD3h/wC/i/40n22DvcQ/9/F/xpWCxZMYNJ5YFVjqVqvW5g/7+r/jUUmt6dEP3l7bj/tov+NOzCxe2ilCCsWXxf4fgz5urWq46/vM/wBKoTfEfwnAPn1u2PsuSf5UWCzOq2ClKqK89vvjL4UtAfLnuLg9vLj/APr1y2o/HsYYadozNjo8sv8ATH9aaTY+U9ryoqKa6ito2eaRY415LMQBXzXqnxh8W6hlYrqKyU9BbJtYfia4+/1nU9Tk8y/1C4uG9Xc/0qvZsfJc+ldZ+KPhjSARJqKTuP4IPn5/CvPda+O07hk0jTgmekk7Z49cda8eyBkio8kseatQXUpRR0GseM/EGvOzXmoTMn9yLhR+VYKjJ57/AJ0oGce1OxnnPNWopDvYTAFIGOadg0BcUxXFpVGSc+lB605RQLqdtpHOk22Bj5B/Kr+cDk1ylvr32W2SHH3BgUreJc9jXmzoScmz0IVYpHSlju61Jv461yh8Rn+7Sf8ACSN6VP1eRarROr3jpmnDGetch/wkpJ+7Tx4lbuDR9XkHt4nXFgB1qlOSZ1Irnz4jY9jUq+IEOGYdKPYSD20To34TLelU3cE+1ZUniFZBwOKrHWwTgLTVGQOtHuas5AUkGssuWcgCn/aWnA96kSIINzCuqlFxWpxVp870J4AI0z3NRSOWbk5pTICMUiRmR+BVmdxE3ZwK04Isoc/3TTIrVQc96urFtRvoaTBs+qqKKKsxCiiigAooopARyLujYetZhs+vFappCoNUmSzIaz9qhe1APSttoxioGh6niruIxjAc9KYbbJ6VqPHg9KquNpxSC5SaHb2qNkJ6Crjozc9qjZljGDyagdysIT3pjhUB706SaRhhQcVAqMDlqRRXlLMeBUKx7etX3K46VCy7ugoArHrgUotml5JOKn8nHJp2WxgVIFfyBEtRENJ0q75JdSTUAXZmmBTe3VVO8ZrKv1htoxcZCqWwR71sygyAis2+s2k0+dAASFLJ/vVMoKSsXCo4s5/VrmLT7F70yAbRke/tXi9/eSahfTXcjZaR91aOu6nqNzM1vdTMVjYjb/SsPueMZ9KKVFQNnU5kOHzHJoyQfvH8DSAUHrW+5JIJpV+7K4+jVIL26Xpcy/8AfRqtS0WAsG/uz/y8y/8AfRo+23RGDcy/99mqxpAOetLlAna4nPWaQ/8AAzTDJIRy7H6mmCndKdgAZ65J+ppCBjt+VGSDSMc0WEh4OBRnPNR5xRmiw7Emcdz+dGajJz0pQcCgBGJNKgwKQfM1SgYoAAPanjHpTc04UyWOwKaxHalzSbcmgQ0Ak1Mo4oVKc3Ao2ArSj58+tR4qwVDCo2QA96LjuRGm81NspNhoHoRgZpcU7bilAosALxTwDt9aaKnVcrRYVyIUKPnGKP4sU6MfvVPvUsa2Ny0j2xhjVzY03Cjiq8LZRQOla1mEUDIqWSUksm3Yq7Fb7OMc1b3xhugp4KdTUsERCPAzzmmlztbr0NTtKnSnKIyjZ9D/ACpDPqOiiirMgooooAKKKKACk70UhOBQAjHFQPJjNEjnNQOwwSapGbYrPmq0zqp+bGaRp1Bxmqsn7053cUAgkmL/ACpmq5hfdlzVhWAYDHSmXcpRM0mUkRl0QYNVpD5jfKDWfLcyvL0wtWIr1UAAGTUFE3kkcmnAAdBQrvN24pZCYxkigCOQdagguF80q1PM3mZAFJFandkjrSAkklOSFHFRbCwzVrycA4qNVO7GKAK4hz2qOSLkccDj61pEBF5FQSMGDADkc0X1A+dfHdj9h8R3S4wrnePxrkyOa9Y+LumiE2t+FxuO1q8oY849K3WxpBjc4oHWg0dqC7BQeKPpSUAL1oA5pB1pe9ABjBpTSZyaQmgAppPNGaM0DDNFIKUdaAFo7UfXpRjPSgAQc5qYDIqMAAcml3gDrQxD6dUJlPYU0sxPWhCsWQBUi49apZb1pQz5oCxeyAKjdyaiDtt560ZoEWIV3ccVOLcN2qtA+11rditgyqR3pMlsyZLJgOKi+zyehreaHtinRWZJztzQFznDbvn7p/KmtEyjJBrqltVJwyCmy6Ykg4FFw5jlAOasR+lbEmkBR0qpLZGI0XC5myja9JHzIOe9TXMezk1FaDzbpVHrSZa2N2AYRTV1JSFyKuQaQXgU47VJ/ZLAcCs29SStDIGb5qvx7X4qjLYyxnimos6HkGkBrCxWTkGkazkUNjptNUku54/4Tiri6niJgwwdp60Az6i70tJS1ZkLRRRmgYUUUlABimSYAp+aikcHIFAiu0yg4qrNIzAhR1qYxZbNMd1Tg1LYjLkhcZY1Ua6Mb4Fa0p87gdKrnTQ3PejmHYqi8AA45NOaRZRz0qZ9PAXmqEkTKTzxS5h2FdYvujFOt7SLO7is+cOo3Lmqq6jNEfmB4oGdL8ka8CqFzcqxIxWQPESF9j9atR3ttOM5waAJrYgsTir4mUCqkZhUZVx+dOBRm+8KAJzLnpTdwBz3pRH8uR0pu1VOSaVwsJuZm56U5goHFMaZScCkH14pXA4P4q2wuPCu8jmOQGvBiMMR6cV9MeMrH+0fCd/AozJs3L9RXzXcLiVmHAY7vz5reD0KiQmmmlOc0hqjUKKUYpcChiEoFOxzQcCkA3vSGlJFNzTGJRQSKQnigGIXxSBieKfFbS3AkMa7vLXc3sKjWgm+pJhsdaMNR2paCrAM96Mc0opcUMBMU4LSgcUtIQgFPA4pKM0CsHenDpTRnNPHSmIcBXe2Wlv9iicjhkFcDXsVsoOk2aqv/LIVMnYmRzzaaWYYU1ft9L2INy810NhZeYQWWtU2KgfdqOYhnGSaaNudv6VUe3Cdu9dnd26BMBecVkixySzjijmCxhfZRt3EVnz6eHJbHFdSNOaVzj7oourFIo8Y5pXGea6xasg+UH8qzdNVhfp8pJz6V6YdLinX50z9RUltoFrE4dUGR7VSkO5b0eJZbZAy4OK0/wCz0OQKbZKkLgEYqe5n2H5efpUMRQm0pCeRWfPp6qcAVqi5LE7jSBfMycUhpmJ/ZxPaopNLyrfL/Ca6CMASYIqWcKIn+X+E/wAqAue64oFJkUm7mtDMXvQaQHJpGYAZPFA7jgaTcAaYckn+dGRjJ/UdKAFZs9KjcqBz1pskoHA/z71VZy+SDkDqaTEDyMSQKjCFjlqmSM9ccetKxVevH1qWNDFjAGcVFNcCMGkkuR0QZz6VX2eY3ze1SUiBr1pHKgU0oW+9UxhVSSB06n0phlXJUcn07mkMabeMryKrS6dFKpCryauxRmQ+1XUhCrkCmmBy3/CNxNLvZOaW40REj/d8V0Mz7eg5qmIp5m/2aGwOWaxuV4Ria0LXTroR8tzXQrZonzEDNBdUOMUrsDBd7m34YEikW6EnDcGtG8lDKQBmsyKyeWQnoKBjicng0u5/WpxYle9RyRlTgUCsV5gzxOhGdw2n8a+cNeszaancwFdpimdCPQZ4/SvphU5G6vEPifphsvEslwFwl2gl/Hoa0pvUaPPiOaQr708jrSDjrWrNBoU07GKQtTS5oAcTTC3PSjmimMbmgCnYoJAoBCdKaTn2oPNIeKAZ2Hw7sRqerXloVz5lsw/GuWurV7O7mtpBh45CpHpXdfB8f8VW5AziKovijoDaV4me6VSILr5ge2anm1I6nDUtJ0pao0FFOzxTaXvQSOB4pRTc0oosAuaO9HegUWActPqMHmng0EgThWPsa968LWK3egWUjc5jArwU8jHrX0D8O2M3g2zfPTI/Ks6hLOgh06OFeBRLGqjGKseYVHJqpNP8xJ6VhcVihLbAtubpVKS282UKg4rQZzO2AeKvQWyQx7zjNUBn/Yo7W3JbrisZ4PtdyVUcVr38zzyeWvTpxUtlbJAm9/vUXCxlyacIosYqisZSTGOK3b+cY+XBrLUeY+TTQMdBY+e4NOubMQnpmrloSnSkuiXYknikFjGaEM+MYq5FCEjqMOBNVmVgqcUxFdEXzunepZ4VaJ+P4T/KmW67pMmrE6DynJ/un+VDGeh/8J14Qz/yNWh/+DCL/wCKqpe/EbwXZRebP4n0t0J24guVmbJ/2UyfqelfF1FaEWPtG0+Ing67tlni8UaQqHO0S3SxP+KuQR+PXrWTrXxL0631S0s9I1Pw7eLNDJLLPc6wkUce0oAuVDDLbiQD2Vq+RKKBn2Bb/EnR7XRru91jVvD6zwBnS307VkuWlUKD8uQpLE5G39aoaR8ToLw2z6rceHLSC5HSHXIpJIGxkeap2gDgjKljnAxzkfJ1FAH1Td/E22m1q8stKuNAlt7VVDXd/rKW6zOef3QXduABHPHORV/Uvif4W03QV1JdTs57p1BjsYbmF5N7dFbaxCgZ5OcAZr5HopWFY+t9N+JNk8qprF94ct1kj8xHtNbjn8sjqsm7bg88bd3Q+2cg/FW11Ge8ewk0cafbybVkvNVS3nnA+80cRHTOdu5lzx07fL9FFhn1DqHxGsBrMdhpNxoc37gTTXF5qqQwoTwEV13bn67uMDA55rWtPHXh+Wziluda0iCfkSRf2jC2GU4JBD8qT0zglSOBXyRRS5QPqC2+Jek33iAWi32nRWBhkeO7nvo0YshUYKnhQQ2VBOeDxTtc+IuiaTZSSWGoaZqV0sZmMIvkCFV7bhklz2UAknrgV8u0UciHc+xV8aeFUUA+JdHyFH/MQiOc/wDAqePHPhcjH/CTaMM/9P8AF/8AFV8b0UuQLn2P/wAJj4TJyfE+i5/6/wCL/wCKp6eNPCiqceKNF/8AA+L/AOKr41oo5AufYUvjbwupyPEujsfa+i/+Kq8m2+ijuYJElgkUOkiMGVlIyCCOoI718X19keCgv/CB+Hj6aZbf+ilqZRsBbFpj7351P5KIvHWnSSBc4xmolV5D6CpKIJnO/AFIqADLDOamaHByaTzY0UhjTAqzIMgivN/inYC60GK5C/vLVwWIH8J4/rXosg3sdhqpfaRDqGnXNpMoImjKZ9z0/WnF6jPliRcP9Cajar+qWklhqE9rKpV43KkemKoNXSUhlIetOPWkPWgYUoFJSZx0oAUmmHmlJ9aO1AxpAppp1IaAPSfgqP8AiqpzjOIa9W8c+G18SeGZ7cKPtEY8yFu/HOK8p+Cz7fFM/PWA171vGATz0rmm7SM3oz5BkjaKRkcEOrFSD2IpBXYfEvSF0rxpdeWmIbn9+h+vB/UGuPFdEXdGiYtLSd6O9MQtKOlNPWnCgBaXpSUooAUCnCm96dnFBIucGvbvhbfZ8JmE/wDLOQgfjXiHXmvUfhXOxsL2D0cNUVFoJnpTyuxJB4qu4eXC04B2YAdK0I4VRNx64rnQipFbGIA/jUd1cyD5Fqee9UfIvWq5TP7xqYDLeIRgvIeTVe8utvRuKkuJgy/e4rIuJwzbc5piHLK00m0HNaUVptjBI5qlYQgOGIraWQMQo7UXBEQjEcRasu6uMEgd60b2bYmBXPTuWkzQkMnjjYHee9NllJcLUnmjygajt0M8u41Qi3bRsOaLvf5b8/wH+VX44QsdQThfJk/3T/KpuOx8x0UUVqQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9e+EJCfA3h5F/6Btt/wCilr5Cr7D8FeUngXw+xkQH+zbbguP+eS1Exo1ords7mqVnWMc4qKW8iQH97Hx6OKxrvUQ7ECRP++hWZVi9d36opAPNUkV7vnkU23t1lIeSWP6FxWirwxLhZIv++xSKEjtwigGnMn+NOaaLb/rY8/74pgdCD+8j+u8Uuojwv4t6F9i10ahCMRXg3Hj+Lv8A0rzQjrmvpX4h6NHrPhSfa8Zmtx5i/MM183SqEY5PsfrXTTldDRCTSZpSOetJjHetCw6UhNKeRSYBHWgQhFB6UUE/SgYnakpT0pp60dAPQfhCT/wlTqveE17oZHUBSDXgvwkmEXjSMFgAyY5OK+iCsRwTJHk8ffFctXciR5R8YNJ+1aLaaqi5a2cxuQOSp6frmvFhX1P4h0231XQr2wMkeZYyF+YfeHSvlyeIwzSRN95WK1rSd0UhgpTSCgnmtRjqUU2jP0oEPyKUGm9qM4oAeTzQOabnmnD60XJF7V6T8J3LS30Y64Fea557V6V8HnQatfI7KP3eeTioqbCZ67bwqv3gKbeyiJML3pl1dxwrxIn/AH0KyZL9JWyZEx/vCudIRJFEWcyNz9ajurphlRwKlFzH5eA6f99CqdwoJ3GROf8AaFNCMy9vXVdoqrZ75pcsDV2a3jJ3b0/76FXLCCLO4un/AH0KsC5bxhI+nNSLlDmngxjjzEx/vCqt1cxqDiROP9oVIxl1MCcGs4x5OcZppmEsv30/76FX4IVaPcZE/wC+hVC3KbqduAKu6fBgZpY4Ukk2h0/76FakcKQxcyR/99Ck2A1gBHjNUZPuSD/ZP8qmmlQf8tE/76FQh4/KkO9Cdp/iHpSHc//Z", "path": "001384.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.
001385
Men Tshirts
{ "bytes": 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", "path": "001385.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.
001386
Men Tshirts
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", "path": "001386.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.
001387
Men Tshirts
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", "path": "001387.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.
001388
Men Tshirts
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lOVo7mPe3MulX4t7uVJonXcjou115xhh0/EVbikjnQNC6uh/iBrkJZZr+4e4uJGd2ILORjNTQTy2zh4W2kdB7e9c0qaex7n1G8FrqdYVweaXC1Qs9XhuAElHlSducqavnnvWDvHc4Z05QdpINvtSggdabyD1P400tk+lLmRny3IrixtbrPmwjJ7jg0ug6DHb6/DNDMcCOQbG90I6045I61f0PP9rx/wC4/wD6Ca3o15KaSZlWpLkbINYlA1m+BTOJ35x/tGqQnUZHlgfQVd1iKQ6zfEZIM7nr/tGqDJJjhc/Q11t6nJHYd9oQ4+Xp2xTHliYZKgfQ1EySjOFYfhmoysndW/KpuVYcxjJ+8RSfIe5/Sm/MMgxk/hUZXOTtx+BoEShFZgq8sTgAdTXqHh7SV0nS0hI/fP8APKf9o9vwrmPBugtNMmq3KgRof3Kn+I/3vp6V3hIA6itacepnJ9CvdyBIX9cVy85PUfjW3fyggjNc9cyHJC/kK1SBbHM+IdJv/EGn3Gn2Nu07zYBUdhuHP4VQ8JfCTxHpOtW1zcT28VoSwnAl3Nt7cYwSf0xXrmh6b/Z+nkyKBNL8zew7CthR+7/CrWisYyld3Ryx8JKTiK7YAf30/wAKWDwkYpSZLsFD1CrgkfU108S7Vz3NErYTNFg9pLa5WjigsoBDAgUDsP6188/G3ww+n+Jk16GI/ZNSwJSBwkwGCD6bhg/ga+hFO5s1R1zTbLVtOl0/UIFntZhh4z/MehHY1SRDPBfBXjy2l0+LS9WmWG4iXZHPIflkA6Ansf512yt5rBo3V1PQqcg/lXmd38JtckgmutI8m+jSWRGg3bJVKuVIweG6ev4Vyk9jrmhyeVPb6jYMSQFZXjyR6ev4VEqVzWNZx3Peb3ULfSbNrm7fYi8AAZLE9AB3PtXPy6tZQzR6v4kuorcp81np+7e0f+0VHV/0Hb1ryeOLXtUaMJHql2UOUwkjkH29K6PS/hT4x1ciRtO+yI3PmX0nlk/hy36UKnYcq1yTxV8R73W0kstPD2lg3DNn95KPQkdB7CrvgH4VX/ihor/UQ9no4OdxGJJx6IOw/wBr8q9C8I/BnSNHeO71iT+1LxTkRlcQIf8Ad6t+PHtXqsaqqgY4AwAK0SsYtt7nMzeAtEa2txZW502e2ULDPZ4RwB2bs49mzmnxfatMIh1JF2dFu4h+7b/eHVD9ePQ11HmYHAo+8CCMg8EGrjNx2E1czRuIBjKtnqKsKgZeeCPemppkcCt9lAiUnPlj7o+g7fhVU3WycxOmyQfwNwSPUeo+laKXMZNWNJZHUffz9aet0Bwy/lWabhiePyzQbs55UfgaPZXBTsbCyo/3WBp+axTdbunyt696empSR/fG9R36GpdGXQpTRpyyLFE8jttRAWYnsB1r5RvtQbX/ABXqOqNkm6uW2Z7LnC/pivevH+vhPBmoRWO83c8fkqoU5UNwT+Wa8H8N2o/tBFxxAMn61zVbpWOqgrvmPTrKH7P4KEargC/AwB/0yql5chyNuPxrYiwnhHBJz9uGf+/dZm4kcHHtTURSm02QeQ3eRacsKngncaXPOKdzgdxT5UQ5NihEXACDP0oL8AHbgdMUJlgCSRTwgLcHPvT2FcYD6mr2mac1yTK7bIlPQdXNQQwNNIEHf9K6O2iEUSxoPlFRJ9EVGN9TzvxV4BGq3gubCX7NeLJvJQEeaBzx/t8ZB79OtdP4d8UW2pxfYpLrzNRtIx9oYch+28kcA+o9enWtu6txIh9axygtJZ5RDGsk7+ZNKqYMjYxub1OO9LmVtSrNO6N6OZS2W5qw1yMEZBH1rl/7USzQm5G2JQSWZug9aqxeJbG6jaa1uo5YgcFlbOPao0N1rojqXdfY1WcRnO44965WXxPErkI2celVpPFDMMLET7k0nOC6m8MJXltFnW3F1bW9q0juoCjJJ/nXlmt37ancySFj5YPyIT0960tR1ee/iEZAVO4HesCVSrHHIrCpU5tEetg8E6XvTWpmSxB88YYVHbM9jfxygYV/lI9T2q865IPeo5IxLGY2HP8ACfftSizath1OOp3Olz2N8qeVOomxzG3B/wDr10MUZVQK8sjjZ4RJC33h09DV5dY1W1jwbm4VQOuc4que2jOGeX3XNF6HpUtwLWHeyszH5VRfvMfQf54qKC8s9MWSa+u4ftUpy4U7j7KB1wB/U9684S5vtQlWe5uJJDg7Q7fdB9PrVpLfqSQM9gOlKU+iHSyzm1kzp9T8YzTq0OnK0C95W++foO386wo4mdi8pJJOSWOSx96iUxpwo5HepEcgEk81Dbe561HDU6S91FjgDHAFIelCYZaRj2pHQSR8jpWlZak9udkoMkXbnlfpWfEMAVMowKmUVLRmdSEZq0jpY3SdNyOGX1BoZCO1c/DNJbvvjbB7+h+tblnfR3YxkLJjlT/SuWpTcdjzK2HcNVsPC+4rR0Uf8TSP/df/ANBNVMKT0rQ0ZQNTT/df/wBBNKj/ABI+pxVv4bKeruz6rfIXJXz3G3d7ms4QheijjturF8QeKrm28SapD9lhZY7uVFbcRnDGqK+M5MDdYRknsJf8RXoyTuecmrHV+bMmNo4H+3mg3M2PmjVh74NcuPGaBgTpzDP/AE1B/pT18aWxxvsZl5xgMKVmO6OhaViObWP8gKy5bxZ/E2l6FHH5cl3MvnOvWOLknHoTjFUJ/G9jFG5+zTFgCQDjGfTOa4CHxFeWfiVNb3hrgSiQ7uhHp9McVrSpt6mc6iWh9bxIkMKxxqFRQAqjsKguZtgOKw/C/i/T/EujpdWkoLYAkiJ+aNvQj/OauXU24HBrVIEUrqYnPNJpFmbvUldhmOL5yPU9h/n0qtOxz0ya6fSbX7JYBTtEj/M/Pf0/CtErImTsjRkPY05CdvNMcZAx1xTUY9DTSMR4J9ajun2xAd6UHmq11JufFUkAsB9RUN1ukPpU8YAXOKqzzRwI80pxGgyTTA5WPU7Lw9LqqXsvlAXLTRpj5pg4DAIOrHcSMDvVzQNHurm9/t3W1zqDriC3JytnGf4F/wBo/wATdzx0FLp72+ta1LdyWTI0J227yoOV7svcZP0/KuojXC80XFYQLtGAcD0FM2A81KaTFAwRcdKmx7Ukad6kxigBoXmpAOKYTzTi2BSAQsBUF5awXluVnBCjlXU4ZD6qexpxJdwBTJH3ybQflT9TTSEzItCZXntZmBuLdgrnGN6nlXx7j9QakkiKA5HHqKp6zcQabq1jfTypDFcK1nK7naM/fjyfqGH/AAKrZbcgeNwykcFTkGuqnJmMkQtxz1qB5gAck1NJxzjFZ11IBnB/AVuSlqZWqS+YSOtc4thbxTvKluqPJ94qMZ+tbN07Fz6VVPJ6ZNYVFzPU6INx2Lagjwo+/vqAxj/rnVDKZHGMj1rWaInwsAoHF+Dz/wBc6yWhbdj5fxNcjVmU3cYeD8vH4UbtysAcj8qXY33TTXjdecgKO9AhPNCnqoIpklzHDFJJI4WNRuZy2AoqRbYMN5YAc5PtXmPivxOb9pLKybFiG5YjBlI/kuenrQB6L4HvW1vUtR1FgwhQrDbIT91erHHqeP5V3ypgV5F8LfE2nW8cmm3EqwXDMWQyHCv7Z9favWftCN3rCW5tHYJMlTms65UFSCKtyTKFPNYWr6rb2Nq808yxxqMszHFJspHI+KkhltjZPIxSX/lmGxj3FY1tGlvbR2lsgit05CDuf7zep96wl8Qyat4jmuLg7IpE2xR/3QDwPr1rdSVMfex9eKwq8y0PeyyFGUOe3vDJ5GSTeM8dRVtCHjBB6+lUpgHVirA8U+xlygTPIrGx66dmWSPSoHXOcVaI4qIocd6ZTRR8rPHSmtDmrbpgZFNAyaZLRQike0m2kEpI3AA7/wD16nluI7o+WMhFP7ztk/3f8ane3aVo1jQvIWG1VGSTnsBSy2oMjMqldxLYIx15zVLa5ytP2ns76bjRJ0C8DsBUyBj3OKbHDt61ZQdxUnVFAq4+pqZenWmY5qQDkUiyxHwMU1gd9PQcUFe9AEqnHGKlBqBcmpN6IuXPFAmSdQKRR8wOSMdCDzTDIGGR0/nQGoZNtDp9Pn+02oL8upwx9a2tHUDUkx/df/0E1zWhMS06A9g3NdNpIxqScfwv/wCgmuSPu1kvM8PGR5eZHm3ibwpeT+JdVnV12S3krr+9A6uaxpvC2oRrny2YDnhga6/XCp1bVw8zhlvZSuDkD5zwRVS1nnhjkaaaRrcDIKEMVP49q9drU8VbHFfYJGuhbzSeVIThVkTbuPpmrl14Z1CwikmuIysSLvZuMAetdpeLp2oWZttRuDFvXdHJJByh7HI7VwXiDW2ura2s1kZhANsjBiQ+DwPfHP6U4wUhSlYw7mbfwrEjrk96zpzuNWSwK7M5Zf5dqqSDNbpWVkYN3JtM1e/0S8W6065kglHUoeo9CO4r0rSfjKTEItXs2Lgf62Dof+AnpXlGKRRzRZDUmj1rV/ikdQjS08P2dz9tmkRI5HAyDuHCqOpPT8a90dFZFd4/LlKgnaehxyPzrxj4MeDlmY+KLvbmNmjskbu3RpPw6D8a9hnlaIESLtpNFc19Wa0Em62jJ5yo5pM4aq1hIXsLdvVBTg2ZOtOxJKZQgZmYKqjJJOAKydM1jT9ft2u9Nuo7mBZGiLoeNynkVY1K0g1DT7mxuV3QXETROPUMMGvnvwnrt38MPHN3pOpFjYGXyboAdh9yZR9CD7jNMSPpBuF4NYWvQXd3YC0szGJJXyS7EbVUEkj3zjrxWykiTwpJE6yRuoZXQ5DA9CD6U7yA4+8VbpkdcUDMnQNGl0+SaW4Mb3D4DumeTjkH6dK3jxwKFQImAOBRtpAIFoC804CnYoAFGCKfTM4pS3FMBCKRjS5wKgkk5+vSiwDmby4mk79B9aiRcL796WQ7pVjHIUc/Wh+OKpEs5jx9awXXhSRri3juIobiCV4pPusokAIP4Ma4FNCsbNy2k32r6LID922n8yL/AL5b/GvS/FkJuPButxLy32ORl+qjcP5V89Wvju8iYGRQ4PJFb05QWkiZJvY9Ej1LxjZriHU9J1WPsLlTbyfn0ol8U63GP9N8MXI45ezkWZf05rl7fx9ZSKN8RU9wa1rbxlo8gBaRUPuK3Sg9mQm10JG8baSpxdi7tW7rPbOtSw+KfD8rfLqtsM9mbH86mGs6Vdpj7RGwPZmyD+BqSSbS9QtjBEbRLkDCB0Uo3scjj6iodPzKU/I2obq1vPCpe0uIZkF6BujcEA+X7VnZwM4zgU7Q3hbwjOiWUdrJHqIWVYwAGbyuv5cUhxzjnIwcdq45/EaohlG9c7e/GDToflUjGSB35p+4KhVyAO1c14w8SLoOnqlvj7dcq3ld9i92P06D3+lSBhfEHxJ9nYaRZybTIoa628YHZfx6n8K4AuJEx36g1WmkeaRpJHZ3Y7mZjkk+pNNSXbwRxQA8jArptI+IGvaRCsCzrcwLwqXA3bR7HrXMlg3Q0zvRYDt7j4o63MhVIbWLPcKSf1Nczf61qOrOGvbl5QDkKeg+gqhgUgNLlQ7sWQFkIBNOhvrqNAEuJl9g5qMsKYD85GadkNScdmd94B1LSNR1ldJ8RrKBdsEgu45fL8t+gVgOCCcDPY16NL8KTHcyDTdWdMHhLmPd+ox/Kvn1GZJVdGKspBUjsexr638Iam2ueGdM1V2DyXNurSsP+eg4b/x4GodOD6G8MZXhtI4G5+H3iW1UbLeC8X1glGfybFYN5puoWOReWF1b44JkiIH59K+hYRkDmrDRiRSrAMp4IIyD+FZPDR6HfTzmtH4kmfM5UMvGD9Kj2kEc11usX9vea3qbnSNL+xQXPkx8m3c4z0dSMk7SeawL+58O26RyTHU9NWRigkZRcw7hjgEbW7+9ZvDTWx3085pS+NNGZNcSWxWaMlcAjcATjPHbn8q6vxXeyaq9lqptPs9vcRFLcsoDOikckAngZwKy7bSH1AK+kajp+oM3+rSKUpIT6BHCkn2FP1m/uRbadpt7ZPZNYxPGI5FKk7m3cAjp0FFnGDTQvaRq4qNSm01bUoKM1IAQKSNlKjBFScfWuc9lCdjTh96lXHp+FOC/N8v5UDJk6cU/A6Uka5HSpCMA+lADRxx0qjJMLi6KA4SLkn3p97di2t2c9eij37VUt0KxBSfnf5nPv6UAXldpGzjCjpU6moVwAMDipVNA+ht6A3+mSL6x/wBRXXaRn+0E9Nrf+gmuJ0SYR6km87VKsCT24rudJGb+MjGCrYx/umuVxftos8PMWryXkeX+J9WhTxXqihB8t5MjjPXDEZqtaa3ZW7ukigo6nHpzXMeMLor4318Z6ajP/wCjDWGbpiOW4r2WjwEz0jUvEOnDRgYolaYKVUE557GvPsS3M8cUSmWWVwqqvVmPAA/Go1lZo92TjtXqHwY8JnVNcbX7mP8A0TTziHI4eY//ABIOfqRWkVYyk7na2fwj0dvA0WkXsapqbDznvUUb45iOg9VHTHevDfFXhLVvCeom11KDCsT5NwnMcw9VPr7HkV9dEgVmavYWOrWMlnqFrFc28g+aOVcj6+x9xV2JPjVuKs6XYS6pqlrYQDMtzKsS+2T1/DrXsOufBbT5blpNI1WW1RjnybiLzVX6MCDj65rV8IfDSx8LXR1Ca8a+vlUrG3l+WkWeCQMkk+5oUWI6fTLEaVYQWdq2ILdBGi9sD/Oavtqe1Cr9MYIPINRupVcKM8Vi6tci1haRj2wB6/8A1veqdhncWOPsMAUBRsGAKevDn0qHTs/2fb9v3S/yqYjBPqagSGsuWryz4z+Dje6ZH4ktI83Fmuy5Cjlos8N/wEn8j7V6wi55p8kUcsLxSorxupVlYcMCMEGgZ4n8HPHJSVPC2py/I3/HhI5+6epiJ9+o/EV7gPavlLx54Wn8GeK3toS62rnz7KUcHbnpn1U8flXuPww8ep4u0j7NeOq6vaKBMOnnL2kH9fQ/WgD0A03rxSk4HNc94n8Z6J4RtfM1O6AmYZjto/mlk+i9h7nAoC50AGDSk14RafGzUL3xlYNNFHaaKZfLlh+821uN7N6g4OBgV7qWz3z7igYpPvTdwqOUkiqzyNGRTSuK5cJ4qpI/+kqOyjdUkcgeNiT0qnb5ubyQg5Awv5UAXYEIVpG61GZNzmnXU4UCGPkjimRR7FyeppoCLUozLoepLjO60lXHrlDXypJpyuisowSoz+VfWk4C6XdsenlP/wCgmvlm3nDRqe20VrTSk2mS3Yy/7MLDrUbafMmCua6ABSNwxzS4BXkcjrWnsELmOb+zXCkEZHvQUvFIId8+ua6URoy4x+dDRInbg9KPYdmHMdp4Bubi58DXhuWLONVVSx648gVsMSeTgLnHA5rP8KKkfgi7Kjh9TBP/AH5q+0g8vdggjqCOtcs1aTRaZHPJFBC800iJCgLO7fwgdTXiHiXWTrmtz3ihliOEiUnog4H0z1/Guh8b+K5ri7n0q0k22qfJMV/5at3H0H61wxNSMWmYpaKAEx70dB1paCQvbJoATGOtP3+xpFmU8MMfWnmPIypoAjJB7EVFkCTjPPrVmK2muJlihUu7dAP89K0b7Rk0/STM7h7gyKGweFHPA9frQBkMMjPeux8JfEzXvCdulpavDPZKxYW9wmQCeuCCCP5VxwOe9JjmgD3/AEb9oCyYhNY0WaI/89LOQSD/AL5bB/U129j8VfCWrW7JZ61BBdsh8uO+VoBuxxkkY/Wvk1elSI2B1oA94vtH16PSZlFik1rLOZnubNluVkyAvQenJHQ8muW8Q3mnXA07SvKVGtbwTJa3LgecNjBuowGZlX73GSB0rg9K1zVdFl8zS9QubNzyTbylAfqBwfxFdMPiTf3qLF4h0zStdjwF3XlsFlA9pEwRTuBp6rplu9jNYrdQRzvJbQWxjUxq0rfMwwgIV8DBA+UMeDU1xruu2yQxTaraT2DiNUj1mHzwXcsUUEAsvyAMTkAZFU/7d8FajdQXJTXNCuoZBLDJA63UUbjvg4b+tWbiwTUXEmla14c1cRsjxQ3c7Wro6LtU7H2hhgAEZI4H4m4JtO6HQ6tafaYbfVfCd5ZPJ5ZaXTbrcgEjFUOxwQASCMbuxr0G7+FV9ESbHU4pcdFnjKH8xmuW8O6T4iu/Eug6drugXVusV6LiW9IDxSQxoXRCy5U/vCSOf4q9+zn0rJ0oPodlPH4intI8LuvBniKxJMumvKo/jt2Eg/Tn9KyzDJBJtnjkiYdpFKn8jX0OBzUN1ZWl3FsureKdPSVA386zeHXRndTzuqtJxTPBEx1HWiQ4Q4PFTfE7xJ4Z0i4/s7QLWN9TR/38sTERRD+7gHDN9On14rzk+NblIzvtlJHcOf8ACsnh5o9CnnFCSvK6Zv3MzXuqrAnzRwYLAd3Pb8K2ILXaNzn5jXn1l4sa0Mj/AGXzZ5GLMzPgZP0FSN4z1OQnbBCv/fR/rR7CbBZtQSu3qeh7Ix3FKNmfvD6Zrzg6/qjjc80cY/2Yx/WoW1vU5W4vJR/u4X+QprDy6kSzqitkz1jTwpuhgjIB/lXW+Hnkj1WNFJ2FHJX/AICe1eUfD66nutXu1uJ5JSttkb2JA+YZ/GvVtAIXWYxtOfLfqf8AZNbQpKKszxcbivrFTnSseBeNn/4r3xDz/wAxK4/9GGsFmJwK2/G//I+eIv8AsJXH/ow1gjrWjObodBpWm3Gr6hZ6ZZpuuLmVYkHoT3PsOT+FfWmhaNa+HNCtNKswBFbIF3Y5dv4mPuTk15L8CfCZKzeKruPAw0FkCOv99x/6CPxr2eZsVaMhkknvVKWXJIzSTzcnFU3m96tIQ9mHPFOgRZIySOCapl2kdEHO9sZ/nVfxF4o0rwtpZuLuVY0QYUHksfQDuaroIv38ttp9m80zqFAJJJx/kV4V4r+Ia6jqa2Gk4lMkqxtcH7oywGFHf61zXjT4gap4tuGjZ2t9PB+S3U9fQue59ulYvha1N54s0e3AyZLyEfhvFZPco+zLeMQ26r3UAflxTtu5qeQSOPWnKnegEIi8U5hS5C0fe6UB1OQ+Ifg9PGPhmS2jVRfwZltHP97uv0YcflXzXouo6n4d8Q295Yh47+3l2iLByxzgoR3z0xX0l4p+JPh7wqHimuRd3wHFpbEM2f8AaPRfx/KvGtC1v/hI/Her6wtvZWWqT2zyWI80Rqk+VGQzceYU3YJ/i5xQB0/i3423ZtEs9E0+Wxu2jHnzXaYaJu6op64/vH8q8dury4vbmS5u55J55Dl5ZW3Mx9ya6z4i332i90yznvGvNTsbZobyYyCQbi5ZU3/xsqkKW9RXofwz8AeD77SYNZM/9s3HG9J12pA/90x+vuc57UDPLfDngfxB4qIOnWDG2Jw1zN8kQ/E9fwzX01oFre6X4fsbHULpLq6t4hG8yKQHxwOvPTA/CtVFVEVFUKijCqowAPQCmumRTQgzvQ45NUpXJGDVqNij4NPliWQHFNAZTy+VE7lsKqlj+HNS6Xui02Pb/rZRuJ9Aec1W1CAfZZIZBlJMRkeoJ6VsWseIlOMNjGMdPahgNjtxHy3LdzUqpuOBUwiJ604lY1O0c0hmP4quxY+FtTkXrHaSv+SGvlaxk2wxox7AGvof4mXf2f4f65ID8z2/lj/gTBf6181rNsYA9q1g+Ui1zYilOGX0aratuGayIpdzcd60oWyQR0rqhK5LVifOPanFsqAeRSEcZNMyD34rQR3nhgj/AIQa5JwB/ao/9E1l+ItbTSNHuJlk/ft8sIA/jPQ/hyfwptvq39i/Dt5zE0gfWAmFxkfuCc4PWvPvFet/2lNCkTO0Ea7iWXGXP+A4rzqvxs0jsc7LIzyEsxYk5JPUn1pmfemkgZ703dmsyiQU6mAinZoAUnFA5pCaFIBoAY47VZsrSa4ciI4UfeY9BV7TdDmvJVknUxwcNzwWHt6fWtU7YF8mNVVE42qKQC2yxWUYEQBJ6uepNU9cufMsWQLjLLmpGO0/MTjrx61l6jNvgAxglqAM0GnDnrTMVIn3c0wHdqQNg0ZpD7UAWEcY5p+4GqYYiniQ96ALO4UM+4cgEeh5qv5lLuJoA2tM8Ua7ohH9maxfWoHGyKY7f++TkfpXbaV8dPFdlhb1LLUEHeWLy3/NCB+leY9hSE0AfQumftBaPMqrqWkXtq5OC0DLMv152n9KxPiN8ZV1GyGl+GJpo4pV/wBIuyu1mBH3E7j3P4CvEyfSgEk8mgCUN+VRXH+rPucVJ0FRTYbapOATQAsKxquWb8qmEwX/AFcfPqaaluQPump1jCDLkCgBiJJKQXJqfcIxtWmGYniNfxp6R4GWoA7P4dsEvr0kZJjQfqT/AEr13w8d2rRjBHyP1Of4TXjvgYgSXb9CSgBzjHWvWvC7q2pxcn7j/wDoJoA8H8cD/ivfEP8A2Erj/wBGGsHKg/Pnb3x1x3xXQeODjx54hx/0Erj/ANGGucySalmnQ+1fDxsIfDOmppwVbIW0fkAdk2gj8aLq5AJAOfpXz34G+KsuhaVDo2pxySWsXEE8fLRr/dI7gdsV3cPxN0J13prVuh64dSD+RFaxsYtaneeXcTZKxkL/AHmOAKhK26HMkxmP92P7ufrXES/EjQ7j7+rm7wCwihViOB34AH41wWvfFzV7pZINHtUsIzkCcnzJce3Zf1puSQWPSPFvjvTPCELmci41aRcRWcZ/1a9tx/hHf1NfPuva9qPiTUnvtRmLyH7qD7sY9FHYVTkaaeV5pmeSVzud3OWY+pPembKhybHaxARzXXfC21+1fErRF7RzGU/8BUmuUZSO1ej/AAQsmn8ffaMfLb2rk/ViFH9aSBn0+F+SgcKSeg6n0ryvxh8Z7PSZpbHQYI765jJV7l2/coe+Mcv+gryu+8UeMfHU5tTcXl6rHi1s0IQfUL/U0wR7t4k+J/hjw9vje+F5drx9mtPnbPu33V/OvGPFPxV8QeIw8EUv9m2DceRbvhmH+0/U/QYFaOhfBLxFqJV9Tkh0q36lW/eS49lHA/E16t4c+GPhrw2yTR2f2u7X/l5u/nIPsv3V/KgDwTQfh/4m8SMjWOlyrbuc/abj93H9cnk/gDXr3hr4JaJpkPm62w1W6I5UgpCn0HUn3P5V6jS9aAPk/wAe+B7rwVrJhIaTTpyWtJyOo/un/aH69azPDHijUvCerLqGmy4PSWJvuTL/AHWH9eor6u8QeH7DxNo8+l6jFvglHUfeRuzKexFfNupfDLxDZeLRoMFq1y8nzQXAGI3j/vk/w47j1oA988I+M9L8YacLmyfy50A8+1c/PEf6j0IrplwwrkfA3w8sPB1llCLjUZlAnuiMEjrtUdl/n3rrJB5CEk0wGzbEGScVnTaiE4U1Dc3DzvtH3ap3CbY+tUgJUvDc38IJ+VG3sP5V0QuFwNiiuQ0VWfU5FPQAc+/XFdaAkK7ifoKTAmLHAyeahl3uhWMcmq8lzuY4amJclXznikgPO/jFcCw8BzQSN+8u7iOJR64O4/otfPhfc24ng17f8f4Z59M0SdBm3Esqt/vlRj9Aa8bvbW4kdZgsKI6LgA+igZx2zjNNtgh1s3zVuQD5QRXMJBOG4lA+ik1aR72LG24f/v1WtOdhSVzo2kGOeveqU0wj+lZj6heKOZ1P+9FVSa+nlyCsf1GRWkqyJUTuLiYT/C4tnga6B/5LmuLkiUjkZHpXS2pI+EshJGT4gHfp/oxrmGbrXLJ3dzRaFCe0XkocH0qgQyMQw5HatdjVWaMSdufWpApBqeGyetMaNlbbjk9K6bRfB17qBEt4j2tsO7DDt9FP8zQBh21tcXtwsFrC80rdEQZNdhpnhA2kQu9R2ySjlYVOVU/7R7n9PrXTadpFppUXl2lqqn+KRjl2+p/yKkuxujxnleD7+lIDDuiifPJnnoe1Zks8KsdoJ45x0NWtSRsN1weRxWLM3bOOOwosBFNNnO3OKzL1y21SfU4q4SBnntWfOS8h9uKYEAGTUoUkcVDuKmp4JATzQACM07YfSrK4I4xQyg0AVvKpvl81YK4pMDNAEISnbaeSBTGJJoAQtTcmniMn1p/lYoAjAzTlFKRg0tADSarTHdIo9KncgAmoYxvYtjODQBZVpEAVWJJp43DmRMj1qSPbtB71MGUjmgBE8s9BSk7jimsVH3etSRrge5oA6vwirRwXD9FZ1AO3PIH/ANevUvCm4atCD82I3BI/3TXm/hhVXS8kLzIx+YZHYfh0r0nworLqqEElfLcj/vk0xHj3jLS1k8aa9J9vsVLajOdrTFSPnPXK1zb2OzOJ7d/9yYGtbxvk+PPEI/6iVx/6MNYAjJ6VmWPeCRVzjj/eqSB1ht5iGUzOAoLdh3x79Kh3MnQ81oaNNtu7maWMSJFbsSp6en8yKA0LXh3T7m8kkEN2bVMjfKwyuB3xiq+qi0S7kVLye9IODKw2Bj7D0qSfxHeyWK2UG2GAJtYIMFvcnvWWqMx3NRqN2IyzA/Jn86kiS4mYhe3U+lTJGM/1NWA4RNq8D+dPUkzpY5VO1mr0/wCF+h6hdeEfElzp7Mt9dqLO3cHGDjJ57ferziYZ5NfR3wt046d4H0dWXD3Aa5b/AIGSR+mKuKuSy34Y+D3h7RrWN9ShXVLwAbnmz5Sn/ZTpj65rvbO0trKLyrW3it4/7kUYQfkBUw/1VKtAIdgAUhUGnAUm2gZHjFKB7U/bTgPagBoXNLsHXFO4xVee5WJTk0gJJJFiUmsW7umnfav3aSe5eZsdqSKLuatKwhiR8VUufnzjoBWhLwuB1NUpl2wseg6Zo6gSaFaIsEl0vzu0hHsuOK1DDJK2WPFc78O9SF/4ZF2TlZry5I+glIH6AV2WwHvSAofY/wDapPsJPetDCqMk8VVnv4ogccmjVhY8n+ONyun+HtKtWYM8t20mD6KhH/swrxpTJOisemBj2rqfjFrcmseODbFv3NhEsKj/AGm+Zv5gfhXMwOFVU68VcY3dmItQW68ZFW/IQnBFVI5AFqVJ+fftXTGKIuEtgjcfrWTc6XIMlRnFbyOCeKkDKcZFN0oyBSsQFWt/hI4YYz4gX/0mNckXPXPFd94gQL8K+B/zHQeP+vc157n5a4prlk0aLYeDnrTJBtNAbjPalkYMn0qRjIpHgmjmiYpLG25GHY16DoPiiLVittdgR3pPAA+WU+3v7flXnnpSAlSCCQQcgg4IoA9ekGfmOee/Sqzr+5LEgA8cc1geH/FH2vbY35H2kjCSnAEnsf8Aa/nW27sxI8xTz2pAY1+j4O45xyK564BA7ZrrroI4csDurmL+HbIcDOfSquBjSPg8/lVUHe5+tS3Hy5yeKrwtg80gHyRj2qDBU8VOzljxQIiRnFADYpWQ8niraSK3pVfyiRgihUZDTQFzBNNMeTxSB8AUplxRcBvlHvThGBSecPSmtPkUgJMADmmFsnAqPeSacoJoACD1prGnNwKgkfA4oAjlfsKfZ5Uluqngg1XbnmrdumAM0AWQYz6in4TH3qVY1IGaXyVoAAFHcVIjKGyTnio/JAPWjG3tQB3nhlWksLcLgZyeDg9T/wDqr0fwuF/tOIbApCPxn/YP+eK4Tw3Ci20MYO1vKXOR1zXf+H8/2xApUsPLkbeO5KGmxHhfjZv+K88Q/wDYSuP/AEYawg+K3vG6/wDFeeIf+wlcf+jDWFj2qShu6r+ngCxv5T/Ftj/XJ/lVHGAT2FXEJTSo4+7uXNMRX4B4pQR3/SlC/SlEdKxQBvQU4HNATFKq80CJLezfUL63sogTJcypEuPViB/WvrS1tEsUtbWIYjgCxJ9FGB/Kvn/4TaSNU8f28zjMOnxPdMT/AHh8qfqc/hX0QR+8g9zmriQzXQ5jApy0yLpUgPNIaH0oFNzimSS7OgpDJcjFNMgUc1AZhjrVK5uGbIFNICa5vdvC9aznZpGyTmnBCxqdItvWrSsIiSHuRUpAUGnngVEx3d6GIjIJyxrC8Z3/APY/hO/vc4MUDsuf72MD9SK6HGcL6mvN/jlf/ZPB8FoDhru5VCP9lfmP8hUFGl8H2Y/DXTwTnE04/wDIhr0iAsF+bpXBfB22VfhppbnozzN+JkP+Fd8Sx6DFBIyeKWXODgVSawP8QOa0kdgPmFPyrYPendoZ8WapNNd67fXNwxaSa5kdvruNOWcbhz2rZ8caZHpvjXX7a2xtiuJXGT0U/MR+tcmspPempDNpJuetWEcnk9Kxo5PetCCXK4JraEyXE01k56VN5gP1qnG2ByeKGmwDg1vzWRFje1xg3wqz/wBRwf8ApOa87HpXb6lMW+Exbr/xPwP/ACWNcLGT1J5NcVR3k2aLYeOMij+VIDyc0fSoGIBzjv2oIz/Ol5zxSnAOew/lQBGy5BFdR4e1zzFWxu3YyniKQnO//ZPv6etcyVwSPSm8qcglWHII7GgD0FnLP7evrWTqYXhg2AOvGKy7fxLcpGY51V2xjf6+/wBapXmoXF5nc2F9BQBSuZFeUn+EdPeo1Bc4C4FPjQseRVhY8CgCALtIqXcFHNNYYbikMZY80AKZR2qMyk9jUqxDvUohSgCsJKlUhxTmgWo8BG4NACsuDTQualClqkCBRQBGsdKSFpJJQowKrl2agBZJM8CoWpxpjc0AN6kCtCNSCOKzwCWGBVxZZEPJTHuaALopwOeKrrcs3/PI/Rql84gfNG31HNAElPhiM00cY/iYCoklikOA4z6ZrR0uHzL5TjO0ZGPXtQB32klRgr0K4OeR/nArsvDTt/bKg7hmNyeP9g8++a47SEYJtO7GcfL+ddh4cA/tyPe+f3bgE9xsPFMR4p41OPHfiDj/AJiVx/6MNYYII6Vr+Nmx498Qj/qJXH/ow1gmQDrSGOmbhUH8RqcSbgM8AcAe1Z7S7pC2eMYFPSYjvxQBfBpwqskoIqYPmgZJR0GaaD71b03TZ9Z1W0022/11zKsYP93J5P4DJ/CgGez/AAW0Y2vhi71eRcSajcbIyf8AnknH6tu/KvUesikdqpWOnQaRptnp1om23tIViQY7Adfx61ajJ381otDM1IW6VN3qpE/IFXAMjOKhjQj5xmmEb196eT2qIHDYoGVZm2jFQpGX5xWk0SPyRSeWR0xTuBTCY7U4gd6tCPJ5HNNeDI4ouFimRmkIAHSrP2c9hT1thnLc0XCxXhiLNuPQV4F8fdUE3iTTNMVv+PaAyuM9Gc4H6L+tfQN9dJZWruew4HvXyR8Qb2bWviFqTxo0knmLAqryWZQFwPxpeYz6R+Esax/DHQ07tCzn8XY1220VznhDTl8PeENJ064wk0NqiunUhsZYce5Nbq3HmZ2xyDH95cfzpAS7B6U1gi8niqS61YNfNYPcRx3gXcYGYb8euPSsP4iaq+ieA9WvrdsTGHyojnozkKD+Gc0AfMnjPU11XxP4gv4WHly3Em0+q7wo/lXMID2rWhtDLBNHuZQduXAzwDmqZs0Lf6+Q/gKYCRdRwa07f7vTmqsOlQy/8vMg/Crq+G1cfLeuPqK1hGW6Qmydg2M5rLurl0YgMc5q3L4ZlRCUuGf25rJktTA+Hzkdc1VRzW6JjY6h5Gk+D7M5yT4iX/0lNckGrtHt3ufg5M1vGWEWvCSQAfdH2YjPvXDBiK5yydTxS1GDTwaAHZzilHYY68UgpaAF7A/gaawwxFO5wfTrQw6H8DQBCwFR7zC21+V7GpmFIyCSMeq/yoAmTayjbjFSDFUEYwtkcj07irayhwCKAEkjG8kdaP4eaHBzmmbT0oAfnjAqMh89c09VYVIo45FAEIVz3p6w4OT1qQsqjmoZLjstAExZUHNVpJs9KjLO5pyoaAI+WOTTscU8LTStAEZ5prDAqXAFRkbpQo5oAEQ7c5xk1ZiQ/wAKH67c1PFb9Nw5FT7SOOKAIF5HzxI474GCKRY1bm3lKkfwtzVgjI5FRyxCTkkhh0YdaAI2cFwk8WGPQ+v410nh6EQDIJ3PjBPOM1zQZ7oi2ZP3uflI713unWhCKQSE4AJ6YpoGdDpyhcADB3Efexmus8NmNdYiXaAxjc4Awc7TXM2UYESggFui5PzfjXQeHG/4ncYG4jZJ1O7B2HPHpTZJ4l43GfHniH/sJXH/AKMNc80Cu43EgZ5x6V0HjY/8V94h/wCwlcf+jDWJSKGXVvbYDW5lAAGRIQSfyquFC96tip4JxFnfBDKp7SJn9aQFBXweKnSYdMirjz2JPzWMQz6DFNdtNbH+h7cDHySkfjSGMVwe4r174LeF2uLyXxHOh8qPdDbZ/ib+Nvw6fnXlOmaamsataaZp8Ej3V1IsSBpMgEnqfYDn8K+utG0aHQdJttNtECwW0SxLx1wOT9Scn8aa1E2XWX16VGY8NmrHJ4IpGWrIGrxVuGTK4qqFpQSpzSGXsZNROMGovtAxTGuKLATK+OpqUODWeZ8njinCYevNOwXL5cU3fnoKq+YaBNjvzRYdy6SAOahknCDiqzzMe9Ub668mBmY4wKloLlHU7hry9SBT8iHc1eZ/DjwSmt+O73xLdRA2trM7RA9Gn3HB99o5+uK7XUNXs9A0yTUtRkKhiQiL992/ur7/AMq86tPjFqukmO30/S9Oi0+I4S32tux7vnknucUn0sVdWPoaKBIixUHcxyWJyTXlPxN+KsWiLPouiOk2okFJrgHK2+ew9X/lWD4t+Nh1Hw3FaaJFNZX9yGW5d+sKj+4w6k+vYe9eNsxJJJJ9Sec0IQ6DUbyx1FNRguZFuUfeJSxLZ9yeteieK/itbeIfh7HpMkciapJPGZVA/d7VOSwPuccV5ocZx2NRRWjXV2tuvU8g/wB0dST7ADNMRoG4KwEIeH5OKrqecmmF40G2PcU/hLdSKYXHamM0YJlUg4rUgvE4Brm0mx3qZbgDoa1hU5SXG51qXaFfaorizt7vll/EVzyXpXjOanTVHU8HFb+2UlqRytHoGjWf2D4c3CD51fWg3Xt5FcJrnh1Y1e7sEOxeXh5OO5IP9K7nQbr7R8NZ2zyutBc/9sKzZiUDHDAdTnjFcc7czsaLY8zBqQHirurWiJdSTW+PKJJKj+E+3tWeDUjJQaeDUQpwNAEmaMYXn2puaM0AKw4/SkGA3seKXJOc9KRu1AEMqkMcHHcU1dyklOGH3k/wqa4XKFvTmmxgSqsnIboSPUUAPjnDjGefepMiq00Y8zDNtkPRugamebLC22QZoAu7sCmNIT0pkdzG2Awwfep12NyMUAQ+W0nU0C274qyVAPFJQBEIsdBRsxUpNMLZoAYVzTGX3qXPHWn2Om3us362NhA80zAnavoO/sKAKbZZticse1Wra08ol3BLevYVr3vhzUNA2Jf2M1v5nR3AIb/gQyPwqsBihO+wPQb0HFJSkYJIAz3HY0wkHkHg0ABpme1LmpLeEzNuI+RetAGho2mMXN06jJUiMZ5+tdlp9uojXcOg5FY+nRF87TgKuQN2Cfyro7QogBClt6EsuM4/xq9hGhHsSMEhhzwuOQP61q+HHQ67CA5fMUnzbR/cPFZAw25xgIvzbm4ArT8MytLr8eSAdkoGRyRsOM/571LBHjHjY/8AFfeIv+wlcf8AoxqxFatrxwM+PvEX/YTuP/RhrBBxQMmpQcVGGpc4oAkwGpjRjPJOD39KXPpTuCPbvQB0Xw98RW3g/wAYW+p3kBmg2tEzLyUDY+YD1r620zULLWtPgvrG4S4tpl3JIhyDXxLwQQefrXQeEvHOu+ELotpd2RGWzJay/NFL9R2PuKQrH2HJB3WoNpHevP8Awf8AGjQfEXl22pEaVqDcbJm/duf9l/6GvSlMcoDKyspHBHOadxWK4XPpTWQ4qy0I7VGYiKLhYqlSO1L5YI6VOUIPPNG32p3AqmKmmM9qubKDHRcLFLD0057mrpiFRG33HngUXGQZBrnde1K3tWZrmYR20A8yVj29B9T6VvX1zFbAJGN8rcKo6k1z174NsNcdpdZEs5fkQrMURD68dT7npUSmkVCDlseGeLfE0/iPVWuHylunywQk8Rr/AInqTXNsa9C8efDaXw7E2paY8lxpwOZEfl4fcnuvv2rzhmojJNXQSi4uzGyfMOuCOQaYGDLnHPf2prPg1HDukuPLRWd34VVGST2AHc1RJIqSTypDCjSSuwVEQZZmPQAetaGpeVpIfToHWS6K7bydTkA94lPoO57keg50ryNvB1gEjjJ1m5QrJcg5Fmp6xof+ehHVu3Qc5Ncju4oAfuzGOelM3kUzPUe9HNAx27HQ0oc+tR0A4oAl8zFOWQnvUOaM0XA9T8JSKvwvuy54/tsDr/071zmraxEv7uMgsRhjnNa3h2ymv/hTcRQuU/4nwLEHGR9nqtD4SiJ3O5kX0AxSuBx01xJISEQkY71C1ncpGZGhdVAzyO1egDSYrVCYolQDuF5qhPCiKXfB3dCx60rgcUrU4Gruo2qeaXjCqfQdDWfkqcEYNMCXdTsiog1LmgCTNANNDUuaAHPgqB6giorNudpOAf505jwD6c0lumWY/lQBeeJJBhlyB0qA2zcq2JE7c4Yf41KpdMZ5FSb+KAM9rUEnZnI6g9RTfKdDwxFXZdjckMpHQqeRUTS4GC4cehGDQBAJZlzkhsU4XeOqGn74XOAcH0akaMdcCgBBcoeM80bx61Z07Q73W52h0yxubyVRuZIYy5Uepx0ruPDHwhvtRVbnWHlsoDyIFH71h754X9TSlJRV2OMW3ZHH6JoWo+Ir77Jp8W4jl5G4SMerHt/M17z4Q8FWPhuzxEPNuZAPOuGHzOfQeg9q29G8OWOi2UdpZWyQxIP4Ryx9Se59zWwsar6VyzquWi2OqFJR1ZVn061vLZre6to54XGGSRQwP4V5F46+Hn9ixPqmkCR7IHM0B+Ywj1B6lfryPpXs7NgcVTuZFeJlfDKwwVPcVMJuLHOCkj5gLce/eoc/MRng9frXVeP9Bg0PWleyRUtLlSyRr0jYYBUe3f8AGuZhtmYh3HyjnHrXZF8yucjVnYSOFpDkg7c/nWtbR+XlVUFcce1VVB8/09zWjAu5Qc8bhVCZqaaNjqvy56nHY/5/CukC7lVioG/AGB/SsHTVDzjJ+YDHNdJDvRM7crwAOuM1VyRzRgAKSwZuDjsO/wDn1NanhdguuwryfllBAAAzsJxWU0h+Ygkj19q1fC7iTXIgHBAikHTH8BqGUeK+Nz/xX/iMf9RO4/8ARjVhda2fHJ/4uB4jz/0E7j/0Y1YQagCTkUvJpuc0o9qYD88U4EHNRA9s0A4JGaAJCeh/Oo5gQwdTjsadnn2oOGQg9KQCq4dcMufUd/wrrPDfjvxN4bCjStWd7df+Xa4Jkj/I9PwrkACeQcMKevJ3Dhh1xQB9B+Hvj7azFIPEWmSWr9DPbfOn1KnkfrXqWj+KtD16ESaZqlrcg9kkG4fVeor4yS4fow3D16Gp45UWUPHI0Uo6MpKN+dAj7d+Qml2Ka+RdO8eeLtIA+y67cyIOkdwfNX/x7n9a6ix+O/iW2wL2ws7lR1KFkJ/mKAPpExik8uvFbD9oPT3wL7TbuA9yoDj9MGut0r4ueHdZ3x2dx5lwI2cQ7SrHAz3oA7e5mt7S2kuLmRIoYxueRzgKPU1yOn/EHQfEd3LY6PfLJcJkASLs3D1XPUV5J478Van4klWO4neCyOR5CHAH+8O9edxzz2F9HNayPFcwtujkjOCDSaY0fW0FmsBLs3mTN95z/IegqRiEGa5/wjrF/rHhy1u9TgEN4y/vFAxn0bHbI5/GtK6uAgOTzXM1qdcbW0G3ssUsDxSqHR1KspGQQeoNfMfivS00PX7m0h5gzvi/3T2/DpXvGp6ssQPzYrxLxa02ueLY7ayjaadkChV/zxWtNNMiqvducoN0kgVRlmOAK9P8MeDW0vRF1fKSaowLqyNu8mM/3O27rk9s8Vzz+DJbKzV5nWSaQEZQ/wCrI7D1rT8KeKLjQL4afqGfJz8y5zj0da3fuv39jBK+qLNxptrdW7IwV4m4ZW/x/rXBa3oU+kSeYA0loxwkmOh9D717ffaPb3ajULEKUkG5kT7rj+8v9RWNcaSJ7d02LLGww8TDORWUk4O6N0lNa7niDHkHtjFGa6TxF4PuNNLXNorS2g5YfxR/X2965kQy4zjAqlJS1Rg4uOjHZHrSbhS/Z5D6fnSeQ3tTJDcKUMMUC2c9/wBKUWrdz+lAz1v4e4b4Z3ef+g0O2f8AlhWk5weO3JB/wrO8AqYvhleqCc/2yMf9+KtuGdRgn0696QFW5lKHC9+eeAKxbm2MhJckk88cc1usvy52bT255+tVpoIycMmRjhs4FNIDj7qyJPynP1NYtxblTzya7qe0BGFTIUdCelZc+nhwcqOOSMU7AcaTtOKUNWtdaX1KA5HY1lS28sJOVOPWkAu6jNQh+lO30AS596dBxkE96g30+FvmIzQBbZwvr+dN88j7oJ/GomcA428/Whd56IB9RQBJ9plPAiBpDPIesSf99Uo3g/MR+YFbekeF9b1plFlp0jRscec67Yx/wI/0zSuh2bMIzfKSYkP4/wD1q9Z8K/DXSsi41yWS4mSNZWsoSUjwegZure+MVueFPhpp+kPHdXyreXq8gsv7tD/sr3+p/SuvvrUQf6SFyoQo20DO0kH8sgH8KydZXsjVUnbUjjuVtrUWllbw2lqowIbeMIo/AdfxpEvpLeTepzkcg1ReUxvtbnuCOhHqKYGkncRxIzueiqMmolUexahY7KKZZoVdejDNQTSbc4qlZrcafa+VdAqx+ZVznANU7zUURWcsAqgksTgAe5rNrU0T0LM93jua53XfENtpNm9zdS7Ix6DJJ9AO5rlNT+I1rJerZ6Wv2liDmfJEa/8AxX8qzJIbnV/3t5Luz90EdB9O1aRpN7kSqpbHOeIPFP8AwkeoxSLCY7eEERhsFiT1J7du1VYiG5yR/Kt+68JQSrviYq/95R/P1rEuNMu9My0qb41/jTt9R2roiraI5m76sRRyoIGc4BrQt1AGxhwBzzVO1AuX+o61rQQgEKScjrjrVkmpYRqGBbqBw3Stvd5UajG9m+UHrz247H61lWUK4wxx34PWtW3X5gcZEY4LdeaQIVQEUDAzkZ7kYrX8Lxr/AMJDEu75vKkJ5z1Q1inaXKevv0NbfhYqdbiA6eXIf/HDUlHh3jr/AJKB4j/7Cdx/6MasDNbvjs/8XA8R/wDYTuP/AEY1YFMRKDTw3vUApwOKAJs59M0nvUYanbqAHk5pN2ME/Q0zNLn8qAJRkH3pw5bcODUKtwAeoqVDz7UAWFUbemSajZG7HHtUitxRvJ6CgCISTR9DQbmcnlAfqK1NK0PVdcuBDpmm3F25OP3SEgfVug/E16v4a+Bu5UuPEl4VJ5+yWjdPZn/w/Ok5JbjUW9jyHSrDUdcv0stP0+W6uHP3IhnHuewHua998CfC2Hw7byXuq+Vc6lPGY/LXmOJT1H+0T3PT0rudH0PS9AsxaaXYw2sI6iMct7sepP1q+7DPFYym3sbxpJbnmfjHwSuuEyw3Is75QzvM6ZjlA9QvIb3HX0qf4dfC7QbfTLLXLyRtSnnjE0fmLtjXPTCH+tdve24uEIIqbSP9GtWtTwIz8o9AaunK7syKkLK4aoyQuswCqpG09hx0rhdf8QpCr7ZVRAMs5OAK6vxTbXt/oN4mnqHuo08xEJxuK87c9iRmvk/W/EOoazKftEhWJTxEvAH19atx1CNS0Tq9Y8cNeXX2awcspOGmI6/7o/rWTaXf9mXguYGfzXOWd2yzfWuWtpfKuFY9M81u3B5Vh909xWUpOEk0UmprU9MsdSstVtiJNpLfMUJxhu+Ky9X8NR3IIichwN0UhOSue2f6VzmmCRQrR5HvXUWUtypwSCGBU7ueKJYyElaRcMNJaor+F/E9/oOof2XqQZVU8qew/vLXpXkW9yi3NuQQ/J29D/8AXrldT8PW/iDTliyY7uJd0E/Xaf7p77TWF4b8SXfhnVH03Vo2TadsiP0x6j1HoalVLbaor2evmeiNpVvOS20K+MZ9fY1wfiX4cqd9zpKrHNyWgzhX/wB30+nSvS7UwzxLeWcgmgcAlQc4q8baKeMDGV7Z6j6GtElLWO5MlpaR8wTWzwTNFPE0ciHDIwwQfcVJ/Z0jqHQBlPpXuXijwPaaxCXZSlwo/d3KLyPZh3H+RXkl5Y6h4W1L7PfQ4if7rdUkX1B/yRVp9zCUbbGQNNn/AOeZ/Kj+zpx/CfyrZm1SS3ZTgPGwyjY6j396fFrkLcPEPyrZKL6md2jrvB6m2+G92rry2sqBk/8ATCpWA5yDu6A9Kn0a4S5+H0zRLnGrgYXjP7iozCTneoGDwe9Q0rjIWRgrBsFge9RNBvVsoW9ulWypVAdi5Y9SalKgAuF5HQOOCPpQBki1DqFB454FRSWeR07Dqa1pslA+Tlc7RtPHqMVBKSVJJwmB0HWgDn5rUEZXJUdDnBIrNutNLA7lPPGcV1bWckpG1BlhkHPIqN9MBO1jgHqMc09BHnlzo/zEAAMPTvWdLp88R9a9Rm0yJE2smcHu1U5tOjY/c44APTPFKyA8xKsvDAg+9em/D34Zr4ggXU9XeWG0b/UxRna0g/vE9h/OtrRfh5FfvYXl9Cy20371UZT+9Tsc+h/lXp0hWzVIYwASMBRwABWNSVtEbU4X1ZzT/DPwfAdo00Ej1mfJ/WrVv4C8MRL8miWpPrIpb+ZNdDausalnUMx7mrShZskDHoBXO3LudHKuxi23hrR7NgbfS7OJh0KQqCP0rUS1UYwMY7VKcJ1pA+elTdsqw4Iqj3pzEbMEZB4NCGlklRIyW9KBGfdWEa27lFWcE7gs7N8p9mByBWvZm1tLcC2t0jJHYZJ/GuafVFvr99Ps5YnugAzRBwGVT3I9K6ZNN3QCN8uCMEcgEd+ldNNaHNUeuh5v49+I1lo+oSWUSNc30SjcgOFQnkbj9OwrxnXfFWq665+2XJ8nORBH8sY/Dv8AjXVfE74eT+E746pZvJPpVzKRvc5aGQ87GJ5OecN3789eL0u2NxqEe1SUX5mPpVqKvcjmdrHReHtO+Rd+dxbc3tXYwx4XCggfw9cfnVXTLWJLfy9o3cdT1P8AStVFCgDAOOOT29qbJFjTkhhtzypz1qvNaxvuiO1icsAefwFTmUyxkQKVXuX4yP8AGpI7Uq2TkKOh75ppCZzM3hgxP9otGEbsMFSMqfqKo2y3Ftd+VepsY/dOMg+uK9CjiUIO/PTpiia1s5Q8dxGjhhjaVyf8adxHPQL9nUn+Ejkde3WtGLAtg3lANjcQT7VRvrO4tEaSMtLEoH7v7zjnvjqPpVsXCGxikV1kDIMEDr/hSY0MVAsZyM8ZyelbvhQj+1oc8jy5AOf9g1gIRhUIyXIyT2+grovDmT4gh67fLk/9APFIo8M8fJt+IHiH0Oo3B/8AIhrnK6vx/EX8b+ICOo1K4P8A5ENcnmmIWjPtSdaOlADgT3oyKbn2paAHA0ob1plGaAJO+RUitxUIapowCMY5oAcZOMCvQfhh4Gl8W6mbu+Uro9o4E3bznxkIP6n0+tYPgjwtN4t8TxaSskkUZieWWWNAxjVRwcH3wPxr6V0TTbLwx4XttPtSBFbx4dzwXfqzH3JqJuyNKceZm3awW1lapbWcMcECDCxxKFUD6Cp81Rt5SbKOVgV3qG2kc89KfBK0jFjnArA6bFgk0BTnmkWQF6SWZY8knimtQFcBVJ71h6XqUM+v6lDPcCJrdIxgtwAcnP6VF4l8S2WhaXLeXcoREH4k+gr5s1XxRq+q6vqF/BdzWqXoCPHG2MoOADWsI21MarVrHqXxP+LMEFpPoHhqXLuClxdqegPUKfX3rwJ+DVw25Wq8qEVqzAhzWtY3fmReRIcsvKk9x6Vk0qsVYEcEVEoqSsVGXKzt9Fu0jb7JMxCv/qj6HPQ13dnavhWKBcZB3eteVWc4u4hyBIpz+NdzoOvvdRrbu5E8Y2c/x+/1rxsZSkvej8z1sNUUlZnY2krQzAudwDDI6cUa74ag8UwmJnWK8Rd1rcY6f7Leq/y61niaQkZGR6A1oW91KHRhlAhpYXE291mtajfVHKeHNc1Pwtqkmm30bI0bYlhY9fcHuD616vYanFd2yXNuwaN/vL6H+lc3rmgw+LbBplKwX8H+omP/AKC3+yf0rj9L1K/0LUDa3UclvcxnDxuOv+I966avNSfPDY5ElL3ZbntcbpNFuU7l7juKztX8PafrVhJbXkCzQv1U9j6g9j71kaNr8V8VwRHIewPX6V1dtMkoyeCOP/112UcTGqrdTCdJwPBPFHgq78MQybt1zphfdBcgZMZ7q/ocd+hxXO2en/awWjAIXrX1FNZW93E8UqK8UilXRhlWB7EV4741+H8/hnzNV0WN5tMBLywZLNB74/iQfp39a6bWWhzNK5a8NWnkfD24TcBu1UE/9+KXCgcScHjpnB9ap+Dp5LnwBeySMZGfWRlif+mHp/Sru0bSyjcR/FnoaSJY5kP+tAyAMMwAwO1RvvYsiRkY9DnHvVyCNMcR8jpmpvs+AVfPPOF5/M0XAzBatI25izgj7pGetS/Yo4kyygKRycc/lWjHEpJjUFGBPQ9T6ZpnkgEHouee5pXArCMBVwgxkHkdfwFV3Xv8uBkbF4J9OKvfMpABOc/MajdQozhVX0bqaLiM4wud2xdg/vHqcDvVaS1ZvvHIfsOjA1pyFz3YK+MMf51HGkTTgzKW29QDjnsT3NFxpXPRzrkj6Ki3FgnmqF/1ZyvAxle4qjbh5R51yVMhHOOg9qy7a+CtBDK3BX5cnqa0kmWZmVCCinn3Nc8pN7nVGKjsTojSy7s4QdvWrTShXEceS57DtVRZy0ogjIDkcn0qyWhsoiWfAAyzE/rUWLuShTjMnNM3IHwK4DxD8WdJ0y4a0tFe+mXhvJxtU/73f8K5iX4rajOrG305UY9DJJwPwAp+zZLqRXU9mlvIbdCzMBivPvH3jdbSwkstPnxfzjau3rGp6sfT2rzjUPEuuaq+bnUHRM8RwfIP8aywgDFuSx5JJyT9a0jStuZSq3VkJYXF9peoR6hZ3MkV4jbhLuySff1B969cb49wxaNEF0SR9TIxKpk2wg+oP3jn0wK8lY/pVWVQT0rYxNHxN4v1vxddiXVLtniVi0dunyxRfRf6nJq94a07ECzOMtMcgA84H+TXPWlqbq8jgBxvbBPoOpr0XTbNd67gVRT8q9M/X2oA0IUwEP8AD02nt71dVBIu0ljkce5pxjJcmONS453cfN/9f9amjh8sq753MOAozn/PrQAkFttI3qVLdqtZRDIijBU4bB/maYhd0Cgps7HOQfbPf8OKGGCu5s/7Oen9KLgAkBywPXjgkdf19aCCOp69FHqO9IwaMBAqrzgYOcVFIRjbzkc5NAD3cpGrKSoPcetZr2qySyMpZATuYDoWxycdKtu7Im3O/Bxg9BimRfPk84PXHekxorb2WUPIoKqMBlH8xW54WdJNdjdX3fu5eB0HyGs04LYAHWtDw1Ep8QQyDg+XKMjv8jUgPnu+1a+1K+uL27n8y4uJGllfao3MxyTgDHJPTpVPcc5pKKoQuTRuPrSUUALuOMZo3NjGaSigBdxo3GkooAKcsjL0OKbRQBveH/Gev+FjOdGvhatcbfMbyI3LbTkcspI6npWnN8VPGdw5aXWdxLBjm1hwSPbZXHUUWuNNrY7Z/i746cYbXM/9ukH/AMRQnxc8cxoFTXMAf9OkH/xFcTRS5V2Hzy7nbr8XvHSnI1zn/r0g/wDiKbJ8WvHEv39bz/26Qj/2SuKoo5UHNLubGs+Ktb8QPG2qX73Hl8qCiqAfooArOF5OP4//AB0VBRTJJjdzt1f/AMdFWWUtCjHqQDVCvW9J+CfijV9D0/UbeXTRBd20c8Yedw21lDDI2dcGgR5W0BEYcfj7VDXsQ+AHjEEjztJKn/p5f/4ioG/Z58Y7jtn0nH/Xy/8A8RSQzymCZ4JldDgg11VoDLiZG2ThtwYHnNdX/wAM8+M8/wCv0n/wJf8A+IrWtvgh4ugZW87S+Oo+0Pz/AOOVhXg5LQ3oTUXqZ+m6yLtRHL8lwBzno30961bef96u5jjPrV9vg74kwGWXTw45yZ26/wDfFaEPwv8AEqopeSwDgDpM2D/47XlPCT5rpHpxxdO1myxbzKlvhSeehHrU+vaNZeI7OKGciO7RcQ3CjlD7+q+oq9YeB9ct0KTNabfUSk/+y1fHhHV1ZCHt/lOf9Yf8K9emvdtJHHUnBu6Z42j3mialJp9+vlzxHg9mHZge4PrXb6F4lIKJcv04WT/H2966DxZ8PbrxFpiGFrddSt+YXLkAjupOOh/Q1z9j8MPE9uAJXsPwnY/+y151fCzhPmpFwrwatI721mWdQyEAnsDwauqQwKOM5GDkda5nSfCviTS2A8y0aL+75x+X6fL+ldZFp12yDzhEGH91v/rV6OGqzatUVmc1VQv7rOI1nw1p+haHMumReXFd6iLgwj7iN5RUhfQHGcdqwo7cBfnwD27D/wCvXo2v6JfX+lR28Cq8iTb/AL4XjaR1P1rnV8H60udtvDj0WUf1rdvU5zBj+RWG3gjg7vX2pxVgm1cAnvjkmtw+ENZ3HFvH7jzhzn3p3/CIaz1MMRPf94KQHOeXM/yNgMRyMd/6dqVgY0y+M9ziugbwfrHCi2i2jp+9FMPhDXOn2ZD1G7zl/SgDmZIyueCfUDqaryKPvbQSOQCeCPYV1D+DNeYbRBEOOnnDH4+tRN4F145VbeMD1My8/hQBzHmNIpAzgen86gaZQB8pLZxweMf1NdY/gTxAx/49ojk/89lqtJ4A8QsdwtIsE8jz1zQBymo3Ty2G1WIkTmNvQ9qqPrt1oyyXQlO1Yy0igZzj0rspPh74kZDttIeTkDz1GKxNd+GPjC901ra2sIWZnGSbpBheuPfnFRyIvnZylr8TP9LmeXzwS2Y3VM8Y6EZrM8ReM9V8SJ9m854bE/eQcNJ9fb2raj+CPjdf+Yfbf+BaVZT4L+NhjOn23/gWlNRSE5to89ht0jA2qBVlVxXej4NeNB/zD7f/AMC0p3/CnPGn/QPt/wDwLSqJOC6CmlsV3x+DnjXtp9v/AOBaU0/Bvxsf+Ydbf+BaUAcAzcc1A7DnmvQm+DPjc9NOtv8AwLSoz8FvHBP/ACD7b/wLSgDB8KWZeWW6ZQVH7tT39Wx+GK7uzt5OBwTn+Edvc1raT8MddsNNt4ns4QyJlwJ1JLHk8/WtqPwNrgbDW0JQdF81cfl3/GmBzqyhAqhhyQNwHUe1SgAEuE+Qk5/+vmugbwTrmDttouucGYU0eCtdLHNvEMnP+uGfzpAYE0u07dx4PORS/IFZGzsIzwcVvjwRrnQ20fAwMTKKafBfiAKrLaQls8/vl4/OgDnnGPlJ2/MM8cgfWovMKsSMD0xxnmukPgjX+1rG2OgM61CfAniPJ/0WE554mUUgOachm2swPP3fSpNyoOuMjHFdAvgLxDuBNrFj089aePAevNId0EKKeS/mqT+AqW7FI5lCZXCopOTgKOprV0KeC016Fbh1a48qXaiHKphGzn1PWrF54P8AFqQNDp+mwKGH33uU3H6n+grM0H4feK9L8QpqeqwQm2ihlDMs6kruRgMAe5rH95KV9kae5Fdz/9k=", "path": "001388.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.
001389
Men Tshirts
{ "bytes": 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equhNRys29pFnTyKApNVM85rOu/GXh/yPkv0Zu4VTWDeeObGNCLXdM/YYwKOVlOS7nUX1/b2Fs088ioijJyeTXkfiDWn1vVGuCCsS5WJfQetGsa1d6xLmdtsY6Rg8CsvaaqMbGE53Hxsy4bPzV3nhnx28Gyz1ZmeI8LPjLL7H1HvXA9KcDVmZ9AxSxzRLLE6vGwyrKcg0+vHvDniy60KTy2zNaH70LHp7qa9U0vVrPV7VZ7SYOD95ejIfcUCLtFFFABRRRQAUUUUAFFFFABWZq2v6doqZvZ9rkZEacsan1PUrfSrJ7m5cKqj5QOrN2ArxvWNTl1bU5b2YYLnhf7ijtTA6bVviLczxNHp0AgB481yCT/QVxdzdT3UrTTyPJIerO2Saj4Hfn1pCRQA3JP1pNppxYU0tQAhFJRuppPNIBSabxQTTaAA+1NpaTFIBDSYp2KKAExQBS0UAFLSd6WgBQaKTvS0AFKKSlFMBTTc0p6UlAC5oLU003PFAD95q9pOqz6VqUN5A3zxnJH95e4rNB4pQeaAPomyu4b+yhuoG3RSoGU+3pU9cH8M9VaexuNMdstCfMjBP8J6/rj867ygAooooAa7rHGzuwVVHLHoBXmviTxDLqs5iiZktE4VR/Ge5NbnjXVzGi6dEwywDTY9Ow/OuAdsk4poBHaoH5pWNMJoAaRTW4FPHpUbdaAEFBo6UUAIaUdaDRigANJS0hoAKQntS0hoAD0pKKKAAikxS0lABSUp6UlIApKWigYVe0zU7vSrpbq0lKOOo7MPQjvVGlBwaBHsOgeL7HWYkSVltrs8GJjw3+6e9dF/nrXz+DzkcHrmuw8O+ObmwdLXUmM9t0WQ/fX/EfWmB6hRUVtcwXluk9vKskTjIZTnNS0gCiiigAqK6uobK0kuZ2CxRjcxPpUtcV8Rr8waZbWStjz2LP9F4H6n9KAOL1/xBca3fNK5KwjIij/uisV3zTXfJ56nrTCaAHFs00mmk4HFNyTQA7OaT8aTmjn0oACaSlxRikAlFLikpgFGKKKQCUYoooATFLiiigAoopaACiiigBRQaSimAUGikPSgBO1NJwKWmt0oAbSjrSUooA6HwfqZ0zxJaSlsRu3lPz/C3H9Qfwr3KvnGNyjgjtjmvoawuReada3Q/5bRLJ+YBoAsVFdXEdpbSzynCRqWP9BUtcr431AwWEVojYMzbn+g4/r+lAHC6lePd3ctxI3zyMWPtWaX5p8zZNVz1pgPLUwmkpCcUADE5zQecGk6g0qnK0AJigdKWjFACdTQelKBSHpQAlJS0lABSGlooAbRQaT2oAWigUUAJSUppKACigdaKACiiikAoNOBzxTKUUAdb4J8QHTNRFncSbbS4IXk8Ix6H8+v1r1bORmvn4Hkc9K9f8GaudV0JFkbM9v8Au3JPUY+U/l/I0wOiooopAFeTfEK7afxI0Ofkt41T8/mP869ZrxDxPMZ/EmouTkee6j6D5f6UAYxOaZTmpKAEzS0UnNAC0UgJpaACkpaKAEooooAaetFaFlo17qMbSW0QZAcElgOaoMpRyrDBBwapxaSbW5KkuglFFJmkk2ULSV0egeHlvY/tV2SIv4UBwW9yewrX8vwysggItgScfez+ua6I4ZuN27GLrJOyRw1KqM5wqlj6CpbmNY7uZEIKByF2nIxniruiaiml3xmkRnQqQQmM59uaxjD3uWT0NHJ2utypHY3cpAjtpW+iH/CrI0LUypY2cqqOpYYrr9K8QRardGFYnTC7huYc1R1DXryC4miSO3RUJXdI+T/MV2vD0Yx5ua5ze1m5WscesbNyqMc+lIQVJB6irtxfXJG37Sdp5whIxVJiWYliST1JrikorY6VcSkPSlNNPSoKEJpjGlNMJoAWiiigB6enrXu/hGRpfCenO3XysfkSP6V4OhwTXt/gaUS+D7L1Xeh9vmJoA6OvMfGV59q1yVc5WH92Pw5/mTXpjsI42diAqgk59BXi2o3Jnu5Zm6yMW/OgCo5zUR607J9aYetMBKaacabQAUittZh1oqMH983vQBOOlLSDpS0AFNp1FADKKK0tB0K/8S6vHpemxpJdSIXUSOEGB15PegDMNIav6tpGoaHqMlhqdo9tcp/A46+4PQiqFAEkFs9zHdSI8Srax+bIHfBYZxhfU1APvDmiVQ+0nkr0zQPWgB1FS21u120qrPDF5UTSnzWwGC9l9zUYwRnHWgBtJS0hoAKKWk7UAB6GijtRSAKAaKQdaAHA11/w+1E22uG1Zv3VymzHuOR/X864+rum3TWWo21yoy0UiuOff/8AXTA93opFZXUMhypGQfalpAB4GeMAZr5/vJvPvJpScl3ZvzOa921KQw6XdyKcFIXbP0XP9K8Bdv3jZ9aAEJphNLmkJ4oAAeeadUdOB4oAcOtLTQaUGgBaQ0GigCa2s7q9Ypa28kzLyRGufzxmtOPRdSUBTYQp/tSsF/8AQmrG6CpLeQRMWMEcueAHBwPyI/rUSclqjSCg7JnoenWs+j+HYbq6jjCSThd0TAgZOB0rlPFulPp2qGTy2WOf5gcY+buK7HxR/ofw10uBUWNpGQlUzwQM9/rU9+P+Ev8AhxHcIN15arkg+q/e/MVj/aUpU1zrS9rnU8BBSbjvY8rSQp0Cn6jNXYLiEtGjQOXYgEjaByf901n+2Me1S2pAvIT0xIufzrrhNReuxwuLei3O41tzBp0VpEsyq4wTCoOAOxrlZls7ZRm0dif71wP1AGfzrpfH+lXFubCUgOsikLt59xXJJpl8/K2c+PXyzj8+1bVcXGp8D0Ijh5w+Nai/ak/gs7cZ7nc39arM29i2Auew6Crc2n3EEXmyBEA4wZFLH/gPBP4CqdYc1y3HlNnwxJs1yBR/GGX8xR4lMketXCbzsfDBe3I/+tVTR5PK1i1fpiQDitLxgmNSif8AvxDH4f8A666t8OzB6VTne3pRRQTXIbiHpTT0pSabmgAqInmnseKi6mgB4PFFN704UAKDivYPhndCbw7NBnLwzk49iAR+ua8gFdv8N9VFlrj2ch/d3aYH++On9aAPRvEt19k0C5cHDOojX/gRwf0zXj8hy1ei+Prvy7S1tR/GxkYfTj+tebk5pgMNFBooAaabTj1ppoARjgVGvM35U6Q/KabBy249aALFFLSCgBaKSloA7DwN8PpPHNnqbwarFaXVo6qkLxlt4IzkkHIGe+DWVeaf4g8A+JYHuIWtL62ffFIMlJR32nowPfvWfperX+halDqGl3TW9zHyCnRh6Edx9a9i074ieGviDp0egeLrL7NdScJOgzGH/vK3VD9eKAG+JfEvhX4i+AhNczfZNctziGBULzCX+6AOWVq5PRfgr4u1aFJrmK101GGdty53j/gKg/rivZvAnw+03wZaOYljub52Obxhl2TsPbj0612h4AxgCgD5+k+AGpqoA160L+n2d8fnmua8QfCLxToELXAhgvoF6taOSw/4CwB/KvpO+vLWxVrm6mjhSPq8rbQPxOBWPqV7qs6xHQ9PivGkHyyyThIo/wDaPdh7AH60AfJTRgsVdSGQ4Kt1U/TrmnHPOBk17l4++GmoXvh2fXprm3uNehJkn+zw+XHJEP4QO5HqeteGA5AIPB6UAK4iCxmORnZlzKGQqImz93345zTTS4G7AHJ6AdT+GKTORkc0AFFJRQADrRigdaCaQCE0gNBPFNBoAeOtSocEexqEGnoeaAPcfD8/2nw9p8mckwKD9QMf0rSrA8Ftu8J2Oewcf+PtW/QBQ1whdA1EsRj7NJ/6DXgch/eE17R44u/svhW6AYhpisQx7nn9Aa8Xfk5oAaTTc0tIaAAmhTx1pppit60AWFp2RUatxTs0AOopM8UtABVuymuTLDbwzSIruFwpxkk+1VK2PClp9s8UadD1BmDH8Of6VnV92EmaUVepE9j1zRtK1KxtYNWl8uOIZUGUJk4x361DokXh3TS2naXcwOZvvRLPvJ49z6Vw/wAV7jf4ht4AeI4BkfU5rjdLv30zU7a9jYgxOG49PT8q8eGBlUo353bex60sYoVOXlWha8T6U+j6/dWrD5d5aM+qnpWYkSsm83EaN6HOf5V6J8SEsb+xsdUt7iFpxhHRZAW2kZHHXivNq9PDSc6S5lZnn10oVbr1PZpIj4s8DxCxuMXKIMFHK5ZRgqfqK8iuYJ4p2iuEcSKcEODnNbvhHxbL4bumV0MtnKcyRd8juvvXoR8ceErhRPPKhk6/vLYs4/HFcSdbDTcVHmTOx+yxEFJyszyKbT7m2tYriaF0imJEZbjdiqwz6H8q7Xxh40tNae3isrNWSAnD3C5J+g7D61y0ms3cilB5CIRgiO3jH8hmu+lOc4JzVmcNaFOErJ3K9s2y5iYfwuD1rpfGlvLFLZvJGy5UgHHHY9a5UMQcgjOfyrY1PxTqmqwwxXEw2wfcKfKfxrp9rUiuRLRmChTfvN6mN0HP5009KlkuZ5VKvPKynszkioe1SDt0Eooo7UCI5DgVGKfJ0NRjrQA4U4daaOlOHrQA8da2/CrlPFWmEd7hB/48KyIIJbiTy4Y2dz2UfjXceD/DLrqVnqNywKpKCsaHlW/2qTkloUotq5b8aXn2nXHRTlYV2Z9+p/WuRPUitO7kaaWWV2JZmySTyahsbSK51GGKeYQxO3zMR0qiSt9mmNt9p8pvJ3bN/bPp7/WoDW14huJvthsTCbe2tvliiHTH97Pc+9YxFADDSGnEYpjHAoAhnbApbU5zUUzZqa3IWMcDNAFikzRmkoAX8aCaSigAr2T4AaSk2o6xq7qC0KrbxnHTPzH+leNZr2/9n/UoI7bWtPdlWUzJKue424oA9u+tcpq974rutTaw0aytbS0UDfqV4+8H/cjU5J+pArqsjA5qhqVwsMLOzKoA6k4x+dAHGJ4NsGvRfavcz61fA8S3pBjj/wByNflFdhYw7Dt7AdqzbWeG7AlhmSVCesbhgPatm1jwhbGM9jQBNcRpLZzxv9x42VvoRzXxxY6Leavr50nS4TPO87pGoHAUMRknsMV9S+NNf/sbRXht183U73/RrO3U5Luwxn2A65rzG9vdM+Dmg/2dp5jvvFt5HumndM+UD1zjt6Dv1NACXyaJ8HtFEEPk6j4tu48b5FyIVPU+yj8zXjEjvLI8kh3SSOXc4xkk5NTXl5cahey3l3M81xKxd5HOSxqDpQA0/eIozxSN96koAXNBNJRSARjxTAeaJDimKeeaAJh1p6HmogakQ96APZfBS48JWWe+/wD9DaugrG8JqE8Lacq8jys/iSc1s0AcR8S5iujWkQ/jm3fkpH9a8tevQPiTqCy3lrYrg+Spkf3J6D/PrXn7CgCKmmnkU0igBh6VGwqUjFMagAjapqrKdsgFWT1oAUdDQDSnhKYDQBJmrFnf3Om3KXVnKYpl+66gZH51VB4ppJzSaTBNx2Ld9qF1qNybm8uJJ5zxvkbJxVekA4opKKQ276sXIpKKKoLsKOlBpKBB6+9FH0paL9gatqxDSVas9PutRlaK1i8x1XcQCBge5JqymgagzFfLVccZLirhTlP4UKUlFe8ZlIelX7nSrm0kCSNDkjIxKKrPAyAktEeM4EgJ/nRKEo7oSlF7EFBHFFKOlQUMaN3RmVSVX7zAZxnpUABJ5Fdv4Mtl1HTNdsNoMjQLKnHOVPT8c1y91bmCXcB15H1pAV4rd5WCgAZ7k9K6ceF47W2ledjK4P7vYeDnpWLbldwzlie1eg6VFu06ETrnByu7r1qJysaU43djN0eCOC+eyMSq0e4RuFwce/rW/pC+Vq1snKgHbg5wT1zRPpsNzcJMS0cq9HTr+PrWzZxg3EG4ZKuMEjmuZVLzOv2XutnM6r8P/Emn5Y2H2iNeQ9u2/wDTr+lcnIjxsVkVkI7EY/nX1Wq1n6p4e0nV42XULCCcn+NlAcfQ9a6ednM6aZ83XepG90+G3njDTwnak+eQvofWs8oDXtGpfCHSp9zWF3cWrdkf94n64Ncdqnwu8RWBZoEhvYx08mTa35NirUkQ4M4RlFVZGIzWpf6de6dIUvLWW3cdpEIrKlJz6GncmzRXep7cZWq7dat24wgpiJsUlLupvWgApDSnpTSeKAEJxzWz4V8RT+Gtdjvo13wsPLnTP3k9R7isQnNKCP8AIoA+lrb4jJJaWqaT/wATa6u1/wBGt0zuyP7x/hA7k1BrOlRfZE1bx/qiyBWzHYR5W1Vv7qqPmlb65+lZ3wYs9F0/wdPq1rJBJq028T72G5CPuoR1A+lVrjQNWvdWXXNZ1hZLnH+pEAaO3HomeB9aAL3hVYIvEd3rMWm/2VYSQiKGzRQpl7+Y6ggKfbr612F34hvjCU061MsuMJHkZJ+vYe/NYVu0c8aNC6SB/lDI2QTXbaZYR2sW1cFj95qAPKvEmq3PgO2XXdVT7b4qv1aK1GCYbRO4U+v6n6V4hc3dxfXUt3dzPNcTMXkkc5LE96+sPHnheDxZ4Tu9Pdczopkt5O6yKMj/AAr5JIdSySAq6kqy4wQRwaAEoo6Cm5oAHOAKbStytNBzQAtLkAZNJ3qKZsnaKQDS2W60o600CnDrQA5ffpUqcsOOAajAzUydcCgD2LwROJ/CtsB1jZ4/x3E/1rozyeOvNcf8OWz4blB7XTY/75WuvxQB5B42OpSa3K99beUinER2YDJ2O78a5ZhX0LJFHNGY5I1dCPusMg1wl/4Os7+eRoFWCTzypC/KFH06UpSUdyopyPMSKbXeTfD2XyQyySRuCVdGwduO/HUVm/8ACv8AW5ZGW3SKXAzlXAB/Op9pEfs5bHKN0qFq6C+8I6/Ygm40udR6oAw/TNYc8EsTbZInVvRlIqlJPZkuLW6IUwZRmrSjJzTLSxnuhcSQoGFvH5j/AO7kD+oqVRheKYhrntTBnOKVzk06Mc0ASLEzgKiM7n+FBk/1q3Hoepsu5rKWNf70g8sfmxFJaeducR3y2oI53yMN34KDWlbw6JHHuv797iXkkw7yMfRlH86ylO2xtTgnuaHhrwQ2umZZr6OExkDbEyS5B/3W4rlLmE291LCTkxuVzj0NepeALvR/7TuIdOSUF4wzM6EZwfdzXB65ZKPFWoW8k8dugnc+ZIDtHPA+UGuWlXnKvKD6WOvEUIRoqUTEFT2ixG7h+0BjAXAfbwcfXFaEel6aOZ9cgA9IoJWP6gCrsGhabdLutZ9VuVBwXh0/gH/vquqc1Z2ZywpPnV7F3xp4XtNGtLS707zDDJ8rF23c4yP0rjOAPbFewXto2seCXtRDcLLFH8i3EXlyEp3wScZryKNR5qKcDLBTntzXNg60pwcZatM68bRUJRktmekatpen6d8OIpxZ2/2uRI180oN+TyTn6V5t0r0Px7qMR0XTdOtyXUYL9uVXpXnfbrWmFhUhFupu2YYqcJSXs+xqaC5TU8AkbkIOO9atxqc1vctGs1rGFP8Ay03E/kBWLopA1SI+oNXNS0m7utReSGLcrEEHcB2+te1Rc1RvDc8qo052kJd6ibqQM+pIuBjEULY/WsieV5ZMtIz44DN1xUt5Y3FhIqXKbGZdwGc5qr0rlqzk3aRvCKtoBoHWiisSztPhfME8TTxH/lrbED8GB/pUHjTSRY6pcKi4i3h044wf/r1T8Bz/AGfxpYnOBJuj/NSK9A8e6YLrT1ukX50BRvoeR+tJjR5ZppjWYF8NgjANd/BceeqvnsMYrzmBH+0BFzkN+Vd1YNiNR6YFc1bY6sOjoYiDgg1o2Z/0iL/fH86yLVhgitWzP+kQ/wC+P51zw+JHZL4GeugcU1mxxSk44qJzXWcREzio5H+THakkaoJXwhNK5djN1WGCe3dZkV1x0cZFeTa54f0uQvKtusR7eWdo/IV6Prl5styoPLcfhXnHiW+FvZylTzjA+pppkyWh5xcqi3LpGcorYB9RU8R+UVVxk571ZjHAroRyD80m6lakFAC5pppc0YoAbigUppB1oAmguLi0l822uJoJD/HFIVP5ipbnUr+8G261C7nX+7LOzD9TVbFFAHoPww8Rta3h0SeQCF8yWxP8L91+lfRWjXsV5Z71bDn7w9K+X/CHha6vCuvz3AsdMs38w3DDliOuPbtXT6h8X3tJyug2eQP+Xi4JGfog/qaAPo0DAr5S+KWiLoXxC1CCJdsNyRcxjt83Jx+IP51uQfHbxbFKDNHp0yDqjQlc/iGrffXPCvxftIrDUoxo/iMDbazHkMeu0N3B/un8KAPESflpta3iLw/qPhjVpdM1SDyp0+ZSM7ZF7FT6frWTQAp5FRr9+n0ij95jFAA5Cj3qsTyTXW+IPD0en+FNJvtp8+cnzTnswyv6AfnXJHrSAUU4DNIKeKAHqMDFSx8UxAWIAGWPQAEmtix8Oapf4KWrIn9+T5aV0hqMnsd/8Of+Rcn/AOvpv/QErr6wfCOlPo+jNA8iyO0rSHHQcKMfpW99OlMQDqM9M1BOsUl0Vg+WbcdxC8EAcf0qcf1qwbFbi1cYG4ncpxyDXNXlax00I3TsQRGK/kjtLsbp4zujkU7d3+B6cVsrDHGvyD8xTbW1VFSRlHnbQGYDknvzU7jC4xXM5XOqMe5kaqw8lh6g1454r2724GR7V6/q5xE30NeN+KmzI9VT+IKqtE5vTr5bL+0F2k/abYxLx0O9T/Q1CflXFV1BMmamY5Nd62PNYzGTUqDApqipO1Ahvep7O8nsJ/OtnCSYwDtBI+gqCjPFDQ02tjt/AetX0/iqKG6u5ZI5I3UIzHbnrVD4jW/2bxjckKAJUWQfiKz/AAnci08UadMeAJgD+IxXTfFa2Ca3Zz9pIMZ+hrgfu4pPuj0LuphXfozgKcssq/IjuM9lOAabTG713JdDz+Zp6Hd+CtUk0v7VBfBmilXdGA4JZh29RxXMSWmfEhgC4V58gexOaoWk5t7qOYdmGa7KOxE2vWF0gyhQ5OPQcV04XCUrucfi6k18XUaUJbFDxm/+m28I6pHn8zXNGGQ/djkIP+zXS+IdVX+2J41luwUwm2OYKv8AKsC5vGkIKPOF775C2T+VVX5XNmVJysSaUCuqwKwIOcEGtvUtZl0+cQpFG3yhssT/AI1g6WxGq25JP3xWvrthc3F7G8MDuvl4OPrW1KUlRfJ3M6iXtPeMrUtSl1OZJZURSq7QFBxiqNXZ9LvbeFp5rdkjXgsfeqY61yVeZyvPc6IcttBKO9B60VmUaXh2TyPE+mSZwBcof1Fe73tqt5ZS27jIdcfiOlfPlk/l6nayf3ZVP619Fng8djQPY8PvbL7BqUsZUqQ2K1rCXgDNbHjzTvLvI7xF4lGCQP4h/wDW/lXN2kmw9a5qsTsovQ6i2kAYZNbNjIDdwj1cfzrl4ZxxzW3pUu69g5/5aL/OuZfEjpk/dZ7Yzc1DI2BUjdarzHArqZypFWaTFUbq6VI256UtzMATXL6zqDRQtg1NzSxnaxf+a7Nnp0FeZ+Kb8zTrApyBy1drb282sXLwxttVRlnPavM9Q3G6dicknPNawj1OetO3uoqqPmq0q/LVZOXq6v3a2OcjYUlSFeKibpQAU6mrTqAGtSDrQSTSgUALSH7h5x71e0jSb/XdUh03Tbc3F1L91QQMDuST0FepWn7PusTRD7ZrVnbkjlIoWkx+JIoAq/FK5/svwf4V0GxHl2MtsJ3KcByAOD68nNeVA5r3bxx4TsD4G07SL/xFYxahpYPlXFywUyqB9zbnP868JXp2znHtQAo4GBQMg5DFWyCCDg8dKKQ0Aer6Hep8TvCUvhrVZFbxDYoZdOu3GWlVeqk9fb3ryeSOSGZ4ZUKSxsUdG6qwOCDXReB9YsvD/jGw1TUHuktrdizfZ1BY5HQg9V9cV6df2fwj8Q6nPqjaqI7i4bzJEM0kQB/3cCgDw7FW9LtPtmq2lt0EsgQn6kV1XjjSfBWnwQv4a1d7i5L7ZLcFpE2+u5gMH2yaw/CyeZ4o05R/DOp/I0Aev6hpNnqGm/YZ4VkgVcIOm3AwMV45q2hRWN88QLKFYjk5717hXnvjWwKXnngcP81JjjuclZaJbTsN8j49iK6rTvCmkYVnt2kPq7HFYmnttYV2emHKKaybOiMEXrTR9PtV/wBHs4Yz6qgzVsoAOgp6DjNBHFZtmqRZs/8AUn/eP8qsVBaf6o/7x/lU9bx+FHJU+Ji+hrWtAPKHHvWRWtYf6pa58VsmdGEerReHSoZO9TgcVBLjBrkR2GBrTYhb8a8c8TkGV69g1tv3LfQ1414kOZnrWluZ1fhMdNLkbQn1XcPKS4EJH1GaqKp6mu90rTPtPwqvSFyxkaZfqpA/kDXDV3o8yW4gFL2ooPSgBtJS00nBoAsWMnlX9vIP4JUb9RXpHxXaGW20pkdWkG7cB2BFeX7gDkdasXGoXd2ALi4llA6b3JxWUqUZTU+xtGu403DuQE+lRk804mozWpiLyRXf+GtQhk0yIzSRq0Xy/MwB4rz8dqlHQVvQrum2+5nUpqaVyxeyme/uJs5DyMc596qGnknFMaspO7uWlZWJbOX7PdxSkZCMDj1roW8WKuQlkR9X/wDrVzIrTj0+1NlDO+oRhpGCmLacrzyT7f41rTrTpq0SZU4y1ZPqHiF76ze2MCoGIO7dk8Vid6vpFY+RCZZZVkLOJQOeBjbgY+vemRfYBdS+b5phDHZt6kds/hUTqSqO8hxio7FQ0gqW4MJlYwBhHngGoagoUHbKjDsQa+jLeXz7aKYf8tEV/wAxmvnJiQwx25r6D0Z/M0LT3znNtH/6CKAMzxnb+d4fdx1hcP8A0/rXmAl2NgdjXr+vRiXQb1D/AM8WP5c/0rxNiRIR71jUR00Wa8d0c/erqdAffeW/P/LRf51xVtGXccV2nh6EpfW/++P51zNWkjpv7rPd2qrccqatNUEq5FbMyic9e5Ga4/WjugkwMkdBXe3VpvznNc5qeiySZMeGYEfKeM1PU16EOl2CafaJCmCert6mvCtVXbeyL/dcj9TX0DgrgEY7YrwPXEK6xdL/AHZX/ma615HnO/Uowj5s1bWoI14qYcUCHN0qA8mpXaogKYDgMUUUlABikFKaBQBPaXlzYXKXNpczW86fdkhcqw+hFal14w8S3UHlT+INUkj7o10+D+tYtNagBHZpHLuxZj1LHJpw5FMHNSLwKACkoooAKaQPSnUhGaAG1seGbhLXxJp8rnCCZdx9ASKyMU+NtjhgcEHIoA+gqwvFNl9q0xn/AIkrVsbn7Zp9tdcHzYlk49SBmpJ4hNBJEwBBGKQ1ozyCEGKcqeOa7DSpMIMVzuq2htb91x0Y81o6ZdBAMmsZHVTOxhbI61K3Ss+znEg4q+ORWRrYsWv+qP1qeoLX/VN/vH+VT10w+FHFU+JhWvYjEC1kAc49a3bVNsKj2rnxb0SN8KtWyYsQKrTPwakkfHFUpZ0LiPcA5GQPUd/51yJHXexia2/7h/xrx7xGw85vc163rj5gYg9Qa8g8QENcevNbUviM6r909L8H2YfwTa2zjCzROD9GJ/xryC6ha2uZoHUh43KkHtg17rosH2bQ7GEjBSBBj3xXkvjgxN4tvxEuNrLnH97aM/rmu885nP5HrTS1GKTbSADzzTWNPIwKhPJoAXqacq4FCCnOeKAIyaQ0UUAL3p46UwU9ehoAQ0w04mm96YCilpBS0AFM70+mUAO7U0UueKRetAA4ycV7r4PmM3hHTXPJEW0/gxH9K8LbrXs/w8m8zwhbg/8ALN3T9c/1oA6C/j87TrmP+9Ew/MYrxOSLM3Svb7xxHZTueixsfyFeM7d0/wBKzqbG9FFuxg+YcV2OjJtuoDjneP51zmnx/MM9K63S4wJ4Tj+Mfzrk+0jstaDPYGFMYZFKz4PNAda2MCJ4u4qnNbcGtJmGOKYyBqLFXMG4sg45XJ9RXnHib4areXMl3p8/lSv8zI/KsfrXr8kANVZbfNNSaJcVI+Z77QtS0hyl7aSRgcbwMqfx6VRz1r6UudPjmjZHUMp6gjNcNrnw70+9RpLQC0nHRkB2H6j/AArRVO5lKh2PIWbJpRV3VdEv9GuzBeQMn92Qcq3uDVKtE7mLTW4GkFBPNApiA0g60N2pR0oAWmtSmmnrQAd6fTQM10fhfwZqniqWQWgWOCI4knl+6p9BjqaTdhpX2Oep8MM1zMkMETyyseERcsfwFetWfwbtI2Vr/WJJB1KwxhM+3OTXX6fo2h+GoCum2McTkYaY8u31JqHU7GkaLe55fo/wt1K8hS41OdbFGPEWN0h/oK3NR+FOmxae4tb64F4q7lZyGVuOmO1dVdaqgLZYfn0rj/EvjaLT7eSG2lM14y46jbH2596hVGzp9lGMTnfBHhW21yW8fUA/lw/uwitt+b1z7Yrm9Y02TStVubOVWHluQpI+8ueDXpHwpEtxaXBAwsUjNI5/jLYx/I/nUPxM0fzYI9Qhxvt/lc+qn/Cnze8ZzpL2d0aXge7+1+FrcH70LNEfwOf6/pXRVxfw3Yto1ypztE3Gfcc/yrtK1OU4rxfahJvMGPmGa5OC4ZJQvOM12njhSba3K5ySawNM0SS6ZJJQVHp61lM6aRtaVM7ICB2roIydnNRWenpbxgKMVZcbFIxWLOkntOYm/wB4/wAqnqvZ8xNn+8f5VYrph8KOCp8bJbdPMnReozW/GAFArI01MyM3pWu42xn6VxYl807HXQVoGbeuCjqGwcEZ9K87i8UGKa2lnDGSC3eEg/xSDnP0OK7i/kKgkdK5O70AX12HiYLE7FnXHqAD+gNRTaW5dWLdmhby4MmjwySSF3aMEn1OK83uojd61BAB/rJVQfiRXpus2wjszkhUUfSvPNNKz+MdPVR8onUgnvg5/pWtPWRNXSJ7EihFCjov+FeB6xc/bdev7odJZmYfnXut/ObXTrq4HWKJnH4KT/Svn8t95j3JNdpwDCwBpDIKZyTRsNIAZyaRRk04Iaeq45xQAoG0UxjmnOeKjoASiijvQAoFPHSkFBoAa1IOtIaUdaYDqKKKAENMpWpKAFoHWgdKO9AA/HNev/DNt3hVh/duXH6LXkL9BXrfww/5Fqb/AK+m/wDQVoA6fWX2aLesf+eLfyrySAZYn1Neta2u/Q74f9MW/lXk0BwwFZVNjejub2nR/MDiuqsEImiP+2v8653TFyAa6WzB86L/AHx/OuP7SPQfwM9TkORxUBY1EJ898U4vxXQzkRKsgHepA49aqA++KbvIPc0Bct7xUbYNR+bxSZpgI6A5qrJb5NWc0owaCkzD1LR7bULV7a7hWaFhyrDofavNNe+GFxCzzaO/mx9fs8nDD6HvXtCxhxQ1sKFJolxT3Plm90690+Xy7u1mgYf31IH51EOlfT95pVrfxNHc2ySp/tDNcbqfws0e8DNbJJbP2CNx+RrRVO5k6PY8Obk07tXa6j8MNZtXf7I0dyo6Lna1cteaXf6fKY7u0miYddy8VakmZOEkUiaaKk2MxACsSfQV0eg+BNb124iEdlJFbsRumkG0Be5Gepo5kJRkxPCPg7UPFV7sgQx2kbfvrhuij0Hq3tX0Dp+m2Xh3S4rCxjEcMWTjqWPcn3pNI0q08P6ZDYWUYSKNfxJ7k1O8XnH5ySKzbudNOmonM6lrrxSuEOFxwcV5t4i8b6it49vCoTH8b85+gr2C50u1l4ZM++K5jXPh/YazCU80wy5yjhc4qFvqbP4bI8cu9b1K8z593IQf4QcA10fw508X+sT7rLzx5WBJIuUQ55yema7LR/hPpVqRLqU8l44PC/cT8fWuvhSw0m2+zWEEcES/wRqAKptWsjKEHe7INJ0mz8P2kkVuixpI5kZVGBmud8TKL7RdSjzn9w+M/TNX9U1ZQh3HGeFUdW+lZERluknjl2rC8bKccYyKlbm8vhaGeCY4I/ClqYDkvuaQ992f/wBVdF9eMVwPw2viY73TW6xnzF/QH9dtdpNOZXaCI9Pvt6e1b3seck27Ioajbfb7tP4o4+g96u2tiIUHAq1BbiMdKmwAMVhJ3OyEElYgZOOlRSJxVl+lQOeDUlhbjEbf7x/lU1Rw/cP1qSuiHwo4qnxs0tN4Vj6mr8zZQgVQ08fJ+NX3+7XnVX77Z6FNWgjHvoyYiPaszTwEL7z0JNbN2pxjPWsK6JgD47ioRVjB1+eW/lePI8lM7QO9cZpce3xlp4x/y2/Lg13LbI7SVsfMRiuT0SESeObJcfcLufbCn/61dNHcxr/Cd14snNv4V1GQdfK2j/gRA/rXhrDK7R0r2Tx/J5fhG4X+/Ii/rn+leOV2nANC4FLignFHWkAoFBOBQTimE5oAQnmmmjFFACUd6Kcq5NADhTSeDT6iY0ANp/emDrUlMAoopCeKAGmkoooAUUtJRQAN0FevfDJceGJD63LfyWvITXsnw3Tb4SU/3p3b+QoA6S/jM2nXMQ6tEw/MGvHIW+cHPQ817Wwyjd8ivEEG2Vl/2j/Os6mxtRep2OkkFVFdJaf66L/fH865bR+dtdRag+dH/vj+Yri+0jvfwM6ZL+derBvqKuRaojcPlTWTRXe4pnmqbR0KzqwyGBHqKcsgrnld0OVYg+1Wo79lOHGfpUOn2NFUXU2C47UnmEVSS5WThGBP6+/FDSkZzx6ZqWmjRNPYu+YPWlWQCs8z470huqRRqrOFGeKDdKe9ZX2n8qTzx60hmn55Y1Krjb15rLW4FPFw3Y0rlF1wm7dxmmvawXC4khRv95Qaq+cTUySEii4EkenWUWClpACO4jFWC+F28Aegqm90V4HWkWUk80yUiycnucUu7aKhEpIqN5DjBI/OmirBJNzxURm569aikkjX7zflVeS5GMRKfqaAJLqb5Sd5/Ose7uXWJyg5IwM1LM7u5yNxqhIzmQhhSKM6C0lnuDLcMdx6s3b2qDxNKkHhm/2v5X7s7WBwWPoK0bmVba2ae8lWG2Qdz1/xriUsdT8aagJZ5DFpyOdgAwNueMD1x3pozm+iKvw68+PV7iWKMsDAUDY+XcSMfy/SvUbO3ECDgljyWPc96rabpdrpVstvaRBEA+pNaG/HUU5SbJp0+XUlzTWYUzzDzUbMag0HO2ahY5oLc0daLdhNpEkP3D9akpkYwvSn10x2OKbvJs1dPH7sVcPSqentiMZq6egrzJ/Ez04/AihdAc1z+oqCpOa6G6HU1z+o8KalFHLX8xjTHrmszwdmfxhNKRkJbsf1Wp9Zk2g0ngBd2tXz+kIH5t/9auqhuc1d6Gp8R5Nvhbb3a4QD8jXkleo/E2TbpFnF/fnJ/If/AF68vxXYzhGkZpwXaKBxTWOaQCMc0ylpDQAU09aXNJQAdTUigimKuTUh4oAaxqInJpzNkU0cmgBwFOoFFMAprU4mmmgBtApaKACkzS9qQigBRya9R+F+oF7G809jzE4lQexGD/SvL1FdR8P7/wCxeLoUY4S4UxN9T0/UCgD2jGOPSvFLqMw6hPHjlZWH5Gva+nX8a8g1qLb4hvVHGJnP/jxqKmxrS3NvRDlVrqrVSJYz/tj+lc1ocQ+X6V1UAw8f+8P5iuH7SPQfwM1aKKK9E8oKKKKAOF+IF3JDc2EcUjRsiu+UYjrgD+Rrm7Xxnr1gAseoO6j+GUbx+taXj2YS66UBz5USqf1P9a45xziiw+Znb23xQ1BCBd2UEo9U+U1qw/E7TJP9daXER/2cNXlxzTccVPIivaSPYYfiB4fl4N1JH/10iIq0njHQX4XVID9SR/SvEicDFNIzS9mivas95j8SaVL/AKvULc/8DqzDqtvM4WC5ikcnAVHBJr5821reGZb2HxLp76dEst0JR5aNwrex/wAfapcC413ex78TexqWazlwPTGfyqBNYi8zyzujkHVXGKnk1eS02LfbYp2HzDdkZ+tXYp7W5hDMscg9QA361k0diirFQXSyEbSN3pUzTleuPzqnqNhYS7WCtCT0aFtprLuNIvSubXVWBx0mjB/WgTjY2ZLjIwG/WoGl9ck/WubfSvEpB8u9tWPqEqhIviODIku04/uxg0xWOwaRj0GKa0rkbRgDua5CK41bgPdknuQgFWVnvXcIZnJ7nNArHQuTg881i6jqF3bsY7CyNzcn+JjiNPx70ZlK4MjN9TSqGJGSeKA6WMuDw9e6pdLda9eLIF+7bxD5Vrq4Uit41jjRUVRgKO1VImIqbd7UE2JmkG6lLgioDyelPAoGOLU3OTTwuRQF7AZoSbJcktxu0VIicZIpyoBTq2hBROapUvsHUCiiirMi9ZyYCj3rTX/Vise0A9O9ayn5BnpXl1PjaPVpv3Eyrdd65/UuUNdBc85rntSbauD3qSzg9dJG6rPw5G671J/RYx/6FVTxA21SfrWj8NY/9D1Cb+9KFz9Bn+tdlBHHiHoQfFF8W+mJ/tSHj6LXm2ccV3PxNn3axaRA8RwbiPcsf6YrhsV1HGBPtTCcdqfTWpAMJyaQ0tIaACgCkpyjNADkHNI5+andAahJyaADGaUCgCnUAFBopD0pgIelJ2paSgBM0o60YoFABQBS4o6UAKKlsbp7HU7e6jPzwyLIPwNRds0xuoIoA+j4ZVuII5k+5IgcfQgH+teV66ufFF8B/wA9P6CvR9Bk83w7prg5zaxj8lFecaq2/wAU3x/6bkVnU2NaPxHQ6JHjH0ro4eJI89Ny/wA6xNJTEe78K0lkIu4F5OXH864l8SPTl8DNyiiivRPHCiijNAHkniiXztfvnzn97s/LA/pWCy1p6jJ597NL/wA9JGf86z2680wK7LUZUirBqNhmgCArnpRsNT7BQVoArlals7uewvIrq2fy5om3o3vQV5pCo9KQXPZ/DHi/TvFdpHZ6iscd9ja6NwHHqp/pWxP8P1jk+0aRqk1pMOcAkqfYj0rzT4aDR21u4g1JVM0yBbYv2bPOPevXJm1PRIVMMb39mPvYP72Meo/vCsZKzO6nOUonL6hJ4s05wJ9OttQjX/lpC21vyqsnjRoSFvdDv4OxYLvH6V0CeJbK6usJeRqf7jna35GtJbxHwMBwe/UVJbZl6dqtvfx5gD8/3lIqzcn91tCAE+1aCTRKxCrGD3wAKju/K8vduGaLFK5z72aNkkY+lRi3CDCAVeZlY03K0Espi2qRYQB0qbjtTxk9BQS2QiPAp6ISMmpQh/i4qvf39pplr9ovJlhh6Bm7/QUWuHMupME9qeFFYOkeLLHWdWaytEfaqFxI/G7HbFdCBjtVxhfcxnVS0QgX1NO6UUVrY55SuFFFFAgooooAmtjhyPXpWtEcpn0rGhbE61rxY2DmvOrK1Q9Ki70yO55BrmtVJBOewrppyCMVyWtuQrMDUGpwfiOUFCAe9dN8PYTH4Z8zHM0zt/T+lcXrshKk56mvRfCUQt/CunhvlBi8w+27n+tdlBaHFiGeaeOroXHi282nKxbYx9QozXN5qzqNw11f3Nw/3pJWc/Umqiniug5R2aazc0uaaRk0gEOKQ80u0mgDmgBAKeBgUAYpC3FAAxpgAoJzRQA7FGPem5ooAcabk0UUAJSU7FIaACjNJkUmaYD80bsngVGTnpT0UjmgBWOFpjdMinOc8UjD5R6CgD3fwe5k8I6YT/zyx+RIrgLkeZ4mv/8Ar5cf+PGu+8GKR4O0zOc+Vn82NcJb7ZvEdyTwslw5/NjWVXY2ofEddpsQSEc1cjIN/B6+YP50WkHlIQTxSRqBfw+vmD+dcUfiR6MvgZvUUUV6R5AVFcyeVaTygf6tGb8galqhrswg0O9k6fuWX/vrj+tAHkcvLHnvVRzyasOaqt1NMBhOKSlIooAKQ0Gmk0ABppNBNNNADkd4pFkjYq6nKsOoNew+AviM2oTx6bqSH7Tt+WVRkOB6+hrxs1LaXM9jdxXVs5WaNgykHr6ik1cuErM+jdZ0Lw/r0O+7tInfH314aueHgPRQf9Gvb2AD+7Of8aTR7ttd0eG/0q5UTFSJoGOdre4rPu7zxDZOUWzgcZ/iZs1hax2xs0dDBpZtMRxXskwHHzjNTS2s20naT9K5eDUtaL/Pbwqp6jnNaUGqzMuydWVv9k1JokWNuDyKcFz14pgnjRC7nao6sxwB9SazLvxVotqCZNQhJHZDuP6VSVzKckjYCgHHeqF/4g0rSyVvL2OOQDPl9W/KuD1z4hzXEcltpSGGNuDO/wB4j2HauIkd5ZGkkYu7HJZuSapQMJVOx3+pfE2cyMmm2kax9BJNyT74rjtS1W91e48++uGlbsp6D6CqGT1704GrUbGLm2bvhG9Fj4mspWOFL+WxPowx/Wvaue/Wvn2JjHIrr95TkV71YXIvrC3ugQRLGr/iRyPzqiSxRRRQAUUUUAFFFFACj/WIfQ1rRHKDisg8fhWtaMHjAzXFiVaVzvwrurDbk7Yi3euP1sgQvzXYXQxGa4zXFOGGK50dB5zrh+UAcnJIFemzKdO8ISR9DDYlc/RK83vYTca3aWw/5aSov5tivRvFs32bwnqDAjPlhBnvkgf1r0KPwnBXfvHiB5XPrUeMVKTxTOtanOIelJTsU0jmgBRQTzSZpDSAUmmHmlpKACijmlA9TQAlLS4FJQAlJS0GgA7UwmhjSdaAE604LTlWnAc0AIqD0px4FLTHNMBucnFPWNpXSJFyzOAB6k9qYgznnqK7vwN4Pub6+g1S8h8uwQ703dZD2/CplJRV2XCDk7I9LsLYado1vbHJ8iFUOB1IH+NcVpGgyRBZZgS5O5s9RmvQbi9itYsYy2MYxWNLdNkSRwrknmuWpV5kddOjyO45g0cfbFVYiWv7f/roP51Gb2ackMoCg8YpsE27U7cD/noB+tYw3R0T+BnT0UUV6R5IVheL5Nnhq5B/jZFH/fQP9K3a5fx3Lt0WGPPLzDj6A0IDziTg1WPWrE33qrniqsMYaSlNJSEFNOKcaaaAGE0hp2KaaAENFFFAFvTtVv8AR7oXOn3DQv3weGHoRXc2PxTEsezVrIbwMCWHn9DXndMcVPKmXGbjseh3XxKtVBW2sJJPRnO2saT4h6oxbyrW1jB6ZBYiuR75pKXIh+1m+ppalr+p6scXl07p/wA81OEH4Vm4o7Yop2RDbe4UUUUxDqWm5paAJEr1/wABXLT+GI1Y/wCplZB+hH868fWvTvhtPu0+9t/7jq4/EH/CgDuKKO9FABRRRQAUUUUAHar9iwCD64qhVmzzyB2OcVzYle6mdWFfvNFu9IEPvXJa2BsLEgeldZeBjHntXI69xbsCOxrjjudrOHsYxc+N7FM8CTef+Agn+ldJ8SJjH4ZSIH/WXCqR7AMT+uKxfC8Pm+MI5P8AnnC7H+X9aufFByLLTk7NJJn8lr0aXwnnVviPMiaaTg0rdabWhiLmk3CkIppFAD8imk5pO1FABRRS0gAUYopc0AHFJRSE0ABppNBalAzQAzGakC8UoXFLQAgFOpKKADNROeakNNCZNMBAQFPrXqui+ObdtJt7XeqMkaoVzjGOK8sKADrzTNgznPNZ1Ic6sa0qrpPQ9U1bxfFLcxWlmUklb77g8LXQWZH2ZcnLYyc14zpUywX0RYgJuwTXrdtLtRQOSemK5alPl0OynU5yeRVRcgc5pNItzPfGVuFjOc0k7Er7Vs6bbfZ7RRj525NOjC7uFedo2MP/AIWJ4V/6Cn/kvL/8TSj4ieFcf8hP04+zy89c/wANeEUV2nnHu3/CxPCv/QU/8l5f/ia5Pxd4y0jVLq1is53khjVmaXy2AyccYIz0HX1PpXmtFAHQT6vamXCFio43Y4/x9f51DJqVuMkNvPbCnP61i0UAbP8AaNuU3ZOf7uOf8KQahbkcuR9VJ/z+PpWPRQBrjUICxDMQOQCQcYph1CLdjkgdwKy6KANVr6ALlWyewwaaL2HbnJHTjHJ/pWZRQBppfQnrlfqM0gvov9ofhms2igDU+2QZ+/8AoaQ3cH9/9DWZRQBoNcQn+P8AQ0huIf7/AOhqhRQBe+0Rf3v0NSAggEdDWbWjF/qk/wB0UAOpaKKACiilFAD1613vw0m26jdwk8NCHx7hh/jXAiuo8DXotPEtuGI2zAxn6kcUAev0UUUAFFFFABRRRQAVPanEuM9agp8JIlXHesa6vTNqL99GjckmDrXH6+2Ym+hrsZRutzkdq4vWznenoDXnx3PSZgeC0DeIrlz/AAwFfzYf4UfFH/jz00k/8tJP5LVrwTCRqOpuR90IoPvkmnfEm187w9DMOsM4H4MDn9QK9On8KPMq/GzyY+9Np/XrSYFWZDaQ07FJigBuKTFPIpMUANxS806ikA2incUZHpQAlJQTzRmgBMc0uKX8KNw9qADmloUM3RSfpU0dncyHCwv+VAEHFBNaUOgajOwCwnn1Fadr4H1OdgGAUHuaAOYzRurvofhncOPmuFPriuksfhtpcUamYeZJjnLcZoA8eCs5+VSfpV+x0S+v7lIY4SC3TNezQ+DtMtnOyBT+tXbPSLa2m8xYgCOhHalcDgLL4dFLdZp5szI2XjI4K9ePfrXY3kUVq6+WoCsPk9vUflWvIRG+cg/j39Kx7gF1khbkxneuPT0rOpHmVzahPllZkEMX2i6SPsTu/CujAwAB0AxWVpMZZ5Lg9+BWrRSjyxHXnzTPmGiiitjAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArSi/1Kf7orNrTjx5KcfwigB2KSjd7U4AE9KAG80oq0tuhUdamTTkZvvkfhTAoitHSZzbapZzrHvMcyvtHfBq7FpVsiIzBnJ9TXQeHI7aHVIQtshHvzRYD0n69aKpf2j/0y/8AHv8A61H9oD/nj/49/wDWpAXaKpf2gP8Anj/49/8AWo/tAf8APH/x7/61AF2iqX9oD/nj/wCPf/Wo/tAf88f/AB7/AOtQBdoVgkqMegNUv7QH/PH/AMe/+tSHURx+57/3v/rVFT4WXS+NHUMQ1sxx/DXAaqTJIwPua69dTzb/AOp/h/vf/Wriddu/LkV0QqWOD83/ANavOUXc9NySRa8JQbLe7lxy8/X6Af4mrfiez+3eGb+BcbvK3KfdTu/PjFUvDl+F0vPlE7pXJ+b3+lbAv1ZlVochjyC3/wBavSh8J5lR+8eFPp95GSHtZ1I65QioTBMOsT/98mvpVtTHeHPHdv8A61M+1Quwzap+n+FO5B82/Z5z0hkx/uGjyJf+ecn/AHzX0bJdxKSBbKPy/wAKhkuYGHNpH+n+FFwPnkWs7HAhkJ/3TTxp92f+XaT8Vr3ZntGLMbKPPr/kUyUWhB/0Rfz/APrUXA8Sh0a9uDhIcfU1M3hzUV6w/rXrTQWZBYWihh3DUouIVITyMj/e/wDrUXA8pg8L3877QFX61qQ/D3UJsfv4xn2NejCSArv+z/Nnru/+tUv20AACMjH+1/8AWouBw9t8MHY5ub4KP9letaafDTSI1Je5uJGAHRhiuwW+wv8Aqz/31VP+0Rk/ufb73/1qQHOR+AdJSQ/u2Zfc1bg8E6Up4gGB3NaS3+W2+XgD/aoXUcHHldv73/1qAI4/C+mRthLcdOD1q3FpFlG2DCoI74p6ajwP3R+br83/ANahr8BdxhyeOrf/AFqALK2EK5Cp19BVjyVReNpx39KpLqI6eVxn+9/9apP7QUf8sep/vf8A1qAL21Uxkgk+lSFcgcYHtWeuoDP+p/8AHv8A61Oj1Q5/1R/76/8ArUIC8UAGVz61A0qoMFTuqB9R4x5R6f3v/rVSk1DcAxjOc/3v/rUwLMxDg8dBnHvWVOAJ0kzwV2ECpP7VO7b5XB/2v/rVRmvRtP7r7rcc/wD1qQHQ2kQgtY4x2HNTVQGojH+q/wDHv/rU7+0B/wA8f/Hv/rVXQD//2Q==", "path": "001389.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.
001390
Men Tshirts
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", "path": "001390.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.
001391
Men Tshirts
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"path": "001391.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.
001392
Men Tshirts
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", "path": "001392.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.
001393
Men Tshirts
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", "path": "001393.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.
001394
Men Tshirts
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", "path": "001394.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.
001395
Men Tshirts
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", "path": "001395.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.
001396
Men Tshirts
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", "path": "001396.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.
001397
Men Tshirts
{ "bytes": 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", "path": "001397.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.
001398
Men Tshirts
{ "bytes": 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", "path": "001398.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.
001399
Men Tshirts
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", 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