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.
003600
Men Tshirts
{ "bytes": 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", "path": "003600.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003601
Men Tshirts
{ "bytes": 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", "path": "003601.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003602
Men Tshirts
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", "path": "003602.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003603
Men Tshirts
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", "path": "003603.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003604
Men Tshirts
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", "path": "003604.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003605
Men Tshirts
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", "path": "003605.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003606
Men Tshirts
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", "path": "003606.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003607
Men Tshirts
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", "path": "003607.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003608
Men Tshirts
{ "bytes": 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UVy/BFNIRyevSn7TEg55JIr0X4a3/ANo8Ovbs2Wt5mUAn+E8j9Sa8t1aXfeSPnhflFV7DVLrTmjms7iSCYHIdGx+fqPY1rDQ8OtiEq7ktlofSFJXmGh/FF8rDrEG7t58A5+pX/D8q9C0/U7PVbYXFjcpPGe6Hp7EdQfrWydzqp1oVPhZdpajklSFNzsFHvWXPqrNlYVwP7x61nUrQp/EzRtI0Z7mG3GZHAPYdzWZNq0jEiJQo9TyaoMzOxZiST1JpBXnVcZOWkdCHJiu7SMWdizHuTSFN0I+lLTogCCPQ1yNt7kMijYg46Cql7agOZlHB+9/jVySPBzTwQ6YYe1OE3GVx05uEroxWhVhyKqyWyqcgVqTW5hbI5Q9PaonUEV6EWpK6PRjNSV0Z5XjFSQx7RnvUvljPSn7cLxVJFlS5Pymp9Ct/LtZblhzM/H+6OB/Wq8kT3EghQEsxx9K15ilvbrCgwFXArmxEuhy4menKaOlajHbtIkhO124Ydq6FHWRAyMCp6EVxFucoSfWtG2vJrb/VvlT1Q8g1dDF8nuy2OeMrHVUlZttrEEuFlzG3v0/OtEEMAQQQe4r0YTjNXiy07jqKKKsYUUUUAFFFFABRRRQAUUUUAFFFcV438eWvhm0kt7aRJdTYYWPqIs/xN/Qd6ErgWfFvjrTfCsPlyE3F6y5S3Q8j3Y9h+teC+J/F+qeKLvzb+4/dqT5cCcIn0Hr7nmsrUtRnvbqS4uJWlmlYs7ucljVDJPNapJCHMxqM5zS0hpgGaQ8ilxSUAJuznI+oqAo0UgIzsP6VOQfxpC67cHJ9u9ADgRsJbGByTivQvAPjHTdL02a31S9nV3m3IJFZ1RMADB5x9K81Id8hsgDkL2q3awRyq/mOV2jtjj3Oe30qZRUlZlRk4u6PpIBZlV0bcrDII7isjX/EOm+GbWOfUHceaxWNEXLMR1qj4J1yK48FwXNzKF+yRmOZmPQJ3/LFeR+LPEDeKdXku2DJEh8u3jPRUHc+5Nc0ad5WZ0SnaN0dBr3xVnupvI0mI20BH+ukALk+mOg/WuDubuS5kZmYs7nLMxySahe3yhHfqDUlugA3H73celdEYpaI53JvcWNdo561MOtNx3xV7TNPl1K7WCPheruRwi+tXsS2krsZZWVxf3Ahtoy79T6KPUnsK7PS9JTSSk/mmS6XpICQE/3e/wCNW7WK3srYQW0YjQfeIHLEdye9BYuea55VG9EeTXxcp6R0Qjv1JPWoi/ze1SOh61EQQazOMTPSl9uKQU7GcUAIOJOf4+PxpzR7xnoaRl3KQe/emGafosAz3LPgE+2BSCxZtZ5beVXBKup4NdXpOuQXzGMkJMg+YZ+X8D/SuAmN3M+2eQRxHjbFx+Z6/wAquR2pEY8p2Cgfd7Cix1YfFSw701XY9NBDLkEH8aZ5bGuY8M3rwzTWsobLHIBGMEda65GDLmpaPoMPX9tTUyMrhTWHq96tvGRuG9hwP61n+LPFb2Eq2dgw80HMr4BC+1cFeX+pzTNcwzs8jnlG5V/X6fhTUTkxOMteEN+5o3tz5kpjWowrKF9MVWtblXUPMjQSHqsg6H2PerhKsVKkMAvY1VjxWmtBQa67wbpmqT3a39vcy2cCnBmQ8yY/hA6EfWuYs7SW+u4raEZklYKPb3r2PT7eOysYrWL7kKhB7+9YV6vs1pub4anzSu+hclkeV90jFj70zBpQM04YrzJNt3Z6IzFGKfikqQEoU7XHvxS4ppGeM0gJiuRg1GyBFLMwC+pOKYA/eV/0/wAKja0ieQO672HQuc4/OmTYhbUYpcw2y/aD03fdQf8AAsc/hmmm3lVAZFHvtOQKvIoHamOwVwoAORnB4OKunVlBl05uDKXlCo5V2oTUzEo7IexxTH2spDfdAy30r0nKKjzdD0XJKPMYWp3ep2dtHeabOi4G54niDBx9eo/CrmmX7a3aQXZhaLzFyyN2IOPy4/Kr0dsHUl1G09F7AVJaWaWiFYcqp5CnkD6egrypScm2ebK8nceF2gjFOXilOc80oFIQpXI4qSG5ntj+6kKj06j8qaBigrkVcZOOqYzXstXEzCOcBGPRh0P+Fa2a49lxWhYaq0JEU5Jj6Bu6/wD1q9DD4u/uzLUu50NFNV1dQysCp6EGnV6BYUUUUAFFFFABRRRQBgeK/EUHhjRJb6XDSn5IIs/fc9B9O5r5k1bUZ7/Urm5uJDJNM5d3Pc967D4leKDrniaSKKTdZ2RMUIB4J/ib8T+gFefyZPPfrWsVZCGt8wNKpyo+lIpzzRGPkH1IpgLmjFI2QacOaYCUhpxpKAExmkxjNOo6UAMI5zTSo9ORUmOKb0JpAalnrT23hzUdKBOLl0cfQfe/ktZKgbcUnUt+Apy80krDuJtBNBQY6CngYFIaYhbe2e4uEhiBZ3OFFd1Y2Uem2gt4sFjzI/8Aeb/Csrw5Y+VbtfOPnkykWey9z/StvliTWFSV9DzcXWu+RbDVJ3EE9eamQYqMrgZA5HNS5+UHtWRwBIwG3PQnFRjnIPai6P7jI7MDTiDkNQJkRwGxRipCuVpgB6GgBQBSlaAKDn1oAY67kIqWA4GcA9iCMgg03HcU6H75HTIoEy7ZS+VexTejAED06fyrf17WP7J0xmjOZ5PljHv61ywfehB+8OMVDqF22o3ccj/dVAAPT1pNandhsW6VGUer2M0RsVMsp3Su2STycmiOEM7P6cD6CpgRNOcfcTofelI/gTPoTTOW7GbAx6cUbdvQAVKFxwKfFA9xNHBGMvIwUfU0C6nYeBtK2xSanKOWzHD7D+I/0/Ou0j+VsHvVeytUs7SG1iHyRIFHv71a25Bx17V5FafPK569OHJBInWmp1Ze4NIjhkBHcUE/v1/2l/lWRoSUYoAooATFJinUhoGJRS0UAA60oVQwYqD2zSd6dz9RSJZUvY8SK46EVEsWTgjgcn6//Wq3c4KpjnByBTQm1AK0lVbgoFyqtwUSMLxinAYp4XFJioJGEUAU8im0AFL0pKRmwOtACtVaTg1KG3E1WkbOfY0Aa2i3vlzeS5+STp7N/wDXro64VDtAI69a67Tbv7XZq5Pzr8rfWvVwlW65WXB9C7RRRXaWFFFFABXPeNdYOh+E7+8R9svl+XEf9tuB/PP4V0NeV/GvUPK0fT7BW5mmaVh7KMD9WpxV2B4fM5ZySc/WoWOMH0p568004Kn3rYQwjYxx0PIoh5U/7xpM74wM/N2pLdv3Zz6mkA56F570N1pBwaAJMelJQKKYBR1opcUANK56VHJlMHFTcd6ZKflB96AKzON6Kc4PNWRGwUYI/CoREHcMw5A4qwGA9RSQDNjd6kggaeeOFPvSMFH40Fvetbw1D5urCQjiFGk/HoP1NDdlcmcuWLkdP5aQqkMf+rjUIB7CnKtGMnNOBA61xngyd3qKfWos4BX0PA9qkJBFVpWC7T6HB+maBElyd0JHckD9am4Cj24NVi+6VR/d5qUvx9OtAMeKaR+HvTd+Tz+NPB9fxoEMpelO/CkxmgBtKhxIp96PwpCDigTEvQYZQy9JPl/GqEpM0nlRnCqMMwqxqNyUs94AyBuGex6VHaYaxjdVA3DkD/PNMpaRuLGAkYVBj0+lSAYFKAMZpaQhlbvhG1Fxr0bkZWFDJ+PQfzrExXY+B4MRXlyR1Kxj8OT/AErOtK0GzbDx5qiR2Kipk+9iolqRuAD6V5B641fkmdOxG8f1pWPzw/U/yps5CbJuynn6HimuwFzEmeckgfhUiLfFLimKafTGFJilooGJikpaSgApynkU2lFDE9incXCx30SFSQ5wD6Hp/OrRHGKjWNJJ97KCyklSR05qU/yqVuShuKQ06kqixpphp5qM0AITUMj8U9j71A9IRLGcKTVX73A6k1Kj/IaYOm72wKYheO3Stfw/MVuJIT0Zcj6iscVf0ViNTi98j9K6MO7VEVHc62iiivaNQooooAK8C+MmpfavFCWqnK2kIQ/7x+Y/zH5V7pe3cNjYz3c7bYYUMjn2AzXypr+qyaxq93fTf6yeVpCPTJ4H5cVcF1AyvcUnuBkd6UYwfWlHB9j+lWIrPxlQevzLSxPuTcO/WpZUDr6Ecg+lV4/lBGO56UDJSaOtNpwNAhwp1NpwpgLRRiloASo5OUNPJppOVOemKABVwacwpVGVzkUMeO1ADMV1nhm1MWmT3TcNM+1f91ev6/yrl4InuJkhjGXdgoHua71ES2t4rWM/JEoUe/qayquyscmMnaHL3FHSl603Pr+tPG0jtXOeSMbP41QumHnoP4ZAV/wrSZeOlZWojagdT8ykNj1oHHcLa5Mkpz7Zq2JlbgDism1KkPjuxrQjIAFMclqWgRmpM5z9DUK4HNSKefakQScDNIeuelKORSlffvQBHnjFNP5804jnNN9jQIgcb8ADgYH1GKlcYRcfTFCEFsbWwKdIAQoGc+9MGNxhfajbx+FKYyOaVVIFIYw8DpXonha38jQLc4wZS0h/E8foK892MzBV+83Ar1e2hFvbQwL0iRU/IVy4uVoJHbg4+82WVXMealX50FNh5yppY/lYrXnHoEZQFHjbkEfpVSFi0sW8fvIwyk/lz+IrRdc8jqP1rMuXEN3Ex6SfJ+OOP8KliaNBTUqmqsb5ANTg1RRKKWmA0+gBCKQ06mmgLCZoGeaaaVTzSYnsOUYY49T/ADpzDJpFILUp+lIgZSGnU00zQYajapGqFqBDGqCTFSMcVBI1IBobBI9aeTx7VUaQmVY164yfYVaXn8KfUXUT2rS0Vd2qRn0BP6VnVteHIgZZ5T1ACj8f/wBVdOGjeoio7nR0UUV7JqFFFV7y7gsLOa7uZFjghQu7scAAUAeb/GHxItnpMWiQv++usSTAHpGDwPxP8q8GcknOa2/FWtza/r93qEpP75yVX+6o4UfgKwxWyVkITk98Gnqc8fnTdv5UrD8xQA12wOTmqqNlm+tPmk4PNVUI88j1FJjLeefWlGaYuABTx9KYDwaeKYoqTj8KBCilOMUoPFITgUwI270gUMQPTmgncacoxSGOzx2pjcjincYoCF2VFB3MQAPc0wN7w3YPFIdQmTagUiHP8RPGR+tbu7JzU0lr9kgjtGDAwoE5HPAqAAqeuRXJKXM7nh4iq5zdyQelSDOM0xR0xTm471JgMkYqpwfyrGvp8qRmr11LtHWsO7lzn096DSCuR6fcZkkQ9mx9a2Ym6VztiMyPIG4Y9K3Ym4ps0qLUvq3FTA8mqqHjrVmMgkfX+tIwaJVPf6mngY/CmIM4H0qUHAyAe5z9KAsRutQn73erDnHFQck/KOlAWHIqg5Vsc0SAllJ6AUg/SnhcHH4ZoFYRc4/KndunvQpAIz/nvThjofYf1oGXNFt/tGt2iEcCQMfoOf6V6SvWuL8I2/malJPjiKM8+hbj+QNdsorzsXL3kj0sJG0L9x6fLIPent8sgYfQ0wjgEdqkPzJXIdQE1j65GZNOlZHCSJiRGPZgcj8+n41qk4H6Vka2QdLnXbu3YXH1NJiZJp1yZ7aOQjBdQ2DWkrcVl2e7yI+McCr6k4xTQ0WQ3vTwagXNP3UxkmaaTRnjNRO1AwLUoJHPc01E3HJ6VJjmkIeHCjHSl3g0w0CnYVh2aQ0hpCaChjGoXNSOagc0hETtVaRwASegqV296pXMi5SJjjzCf05xQhDrbLZkYctz+FWx09zVaMjhR9fwq0KSEJWjpF4tpdfOcRsMMfT3rOagA54ranUcHzId7HeKQwBByDyDTqz9JLHTotxzjIH0zV817UJc0U+5qtQrgfi5fraeCzb5+e6mRAPYfMT+g/Ou/rzL4u6Ne6tY2DWeHaAyEwjqQQOR+XStE0ndjs3seByHDZpAeORx6ipLiKW3maKaJkcHlXUgj8Kr7scg4Na3ETAjHBqKRxjrTWkA6rg+q1XkfPRs0XGNkfOarBj56fXFTxQy3dzFbwI0k0rBERRksxOABXoHjf4e2/grQ9FDTG41C7mkNxLjCqAgwij0BJ571F9QOHFPzzTMY4py1YEnTilycAYptJnmgCdOlRSPk496kBAQmq8fzy0ATKB1NOJoz2FNbgUwAcjit/wbaC98V2MbjKoxlYeyjP8APFc+nQ5ru/hlZl9SvL5h8sUQjB/2mOf5D9aibtFsqKvJI77UNIh1GMk/LKOjj+tcbf6dcWExjmT5T0PY16GlE9tDdwmKeMMh7GvPUrCxWChWXMtJHmiSYPzdPWlllAXOa29X8MTWu6a0zLF1K/xL/jXLSn7wOVNappnhVKE6UuWSKt5P1rIkUzJINwBC7sdyKu3MTsCQV/OsOO6L6moUnYcx/UVcY3NqFPmu+xrWsQRAT1rQj4AqvEhUDmrS9KRlLcmUkVaiJwDxxVRMlsYq2uQo9aRkydXHr/nNSbxtGc8D+Zqrn5go6VP91BgAAY/lQIbI+WA9en+fyp6j04I/z/SofmMwyeACf8/lU45HHX+fagGNON4GeP8AOaf075yP1qGQnzcDoal9v8/54oEDcd6M/wAqa5IUH0/z/WkVqAOz8EgtFeAscb0OPfBrrhGQPX9K47wXcxww3aPkNvU5xkYxXZRypKMowb6GvNxMffbPWoJ+yTDgDkEfWlAwKfmmFR1Hyn24rmsakcvKmsfViWsJVHU4A/Otdw+OGB/3h/hWFfySeekOxdrHLHdnpUPcTZfthhB9KtL1qvAMIKsp0qkUh+aVaQc09aYxHbApigu1DfM4AqdF2iluAoGBSUpppNMYYpaAKU0wGmmNTiaYx4pCZG1V3NTOcA1WkOaQFeRqydUEflRSTMFCTKyk9AcH/E1rMKv6PYwahJc21ygeKSEgg/Uc1rCHO1FdQ3MW1+UfeLk8lvWr6HiqYthYXD2cpCtE236jsasiSGMZaRcemaycWnZkkwG76U4ssWAPvfyFVjdEj92No/vtVC5ufMUpGTt/ib+9WlODky4Qc3ZHoGhyrNpEDqSRz1+prSrA8JPu0RV/uSMP6/1rer24fCjVqzsFcjr0/n6mUBysQ2/j1NdazBVLHoBmuClkMtw8jHlmJNTWfumtFe9cqX+j6bq0PlX9pHMOxYYYfQ9RXC6z8MIsmXSbzb38mfkfgw/rXoTrvHT9aqyW46hnH0auaNSUdmdLhGW54dqXhbW9NJ86wlZR/HF86/pWNDZXd5OILe1nmmOcRxxlmOOvAr3u6ilIIB3fWr3gm3srTW57y7eKGby9kW8gZyecH8B+ddEK7k7M550kldEnwv8AhzD4VsE1LUYkk1i4UFiwz9nU/wAC+/qfwrH+PCFrPQG7C4lH/jg/wr18EEAg5B7ivLfjhCX0DSpgP9XeH9Y2rdbmB4E3BoHFDn5iKQGtQHE0Ly1NLUqdfegCaYhYqithhC3rVlNPvdQYRWVpNcN/0zQn8zXV6T8O9SuAn21hbJ3Cje3+FTKcVuUoSexyQHvTJOBk16uPhrpG0Brm/Dd8Ff8ACpI/htoC4LtfSn/akAH6AVHtol+xkeSL908ivYvBNh9g8L225cSXBM7fj0/QCqUvw20ZpMxyXkaZ5TeCPzIzXWRosarGg2ogCqB2A4FY1aqlGyNIUnGWpajFSHgVGnAqOefYDmuRs2FkuAnBNc9rFnp12C8kYWT++vBNWLy5yDtPNcL4l8QvYjyYzmd/ug9FHqaumnJ2RjVUWveRjeI54rJza2z7nYfN/sj/ABrmk+S5ibp8w/nTpXeVjI7FmY5JJ5Jph6K3oa9CMeVWOTkjFWijsgB16fWnDAOM80kfMIPsD+lKoJI9/euY8aSJ4gd26rOQAOeTUEQ5JPSnOcHHf0oMnuSx/M5I/Cp5Dl9pPB44qG3UYz3+lOzufjvzn8zQIcoBLE+nH+fxqZScD1H/AOuon4XHvipF4GOo6UCZC/8ArwKmI4x37f5/GoW5n6HOamP9f6//AFqAYkp+XP8An/PFQo2DmpJfuZ9ev1qDPOaBo6/wsuLW4fuXAz9BXTRjJz3rn/DCY0oMP4pGP9K6ONeBWM9z6XBxtQiiwkrqMbs/73NSG4AHII+nNVmO0VXkn4rGVKD6GkqMGWpr2FEJaVFAH8Rxiua07Uo9YmmuIuY1maNGz94DHNUvFepfZtKkRWxJN+7X8ev6UeDrYw2LIRjErHH5VhKiowcjjlCMZNI6+L7oFWRwBUEfNWAK5yRR0pxOFpOppHPakxixjBLGps1GowBThTQ0KTTRzSmhfpQA4CkY0tRE5NAgFI9OHSo3PNAMikPBqq1TSnNQHpQBG1bHhvjUH94j/MVjnmtnQONSx6xN/MVvQ/ixBbkXjKxRLZdRRcyKVST0K84P51x8V7gfLHGD+deo6paLfaZc2z9JEIHsex/OvIEQ7iOhrtxFKN+ax1U4RlujRNw0pAZsn0HSn7ODVeBNrdDn1q8BlayiktjoSS0R1ngx86dcJ/dmz+YFdLXI+DJsS3sHsrj9RXX9676b91HLP4mV71tllO3pG38q4Inmu51MFtNuAOvlmuEbhjUVTSiSBs07YGqAPUquK57HRcRrcGq0llnjHWr4YUvBosO5UsrjUdMb/RbkiPvE3zJ+Xb8KreKUvfFulpp92IokSUSiSNfmyARjB+taeB3pCOOPwqlKS2ZLjF7o8uuvhhtUmDUmyBn54wc/kapx/DDU3YZvbZVPs2R+FeseWAc1LGADVqtPuT7KHY87i+E1u2PN1SfOOQsS9a2NM+HGi2Dh5VkvHH/PY/L+Qrs/lpRtAodST6jUIroU4LWOFBHHGkaDoqAAD8BVkRgCnkjijI9akoAqgdBmoLqYQoXKnaByQKkaRR3zVWe5A4zQXFMzrfXbW/umt4BIWAO5jGQBj3xVtDzTjOsiFV7CoVNJ7ES+ItbuOKjlUsvNIrHNPIyKzYzn9QtJEJeMZHcCvHdYuvtuqTz54L4XPYDgV75LGWGDXG+I/BVpqheeDFtdnkso+V/94f1FbUJxg9TGrByWh5R1WkIzF9DVvUNNu9JuTbXkRjcdD1DD1B71VXlGrvTTV0cux18JLWkR9VH8qmh5y2OlQWvGmW59UBqwmVhH+036Vys8Was2TRnGCB7UmSzk4796N2EyOopYfmYkkdaRiW1JWMcdP8KRAS3X/PFOcnaBkYwf6UJgkdev9RQIR92VHc//AF6lQdOmD61GWxJ7CpFAxjsRwaBEIH77nANTMW4z24I/D/69Q4zOfrU7Hn09fzoBjZPu/wBaq5qzIMR4FVGODnNA0egeGUxoluTjLbm/MmuhQYWuf8NuG0S09lI/Imt9W4rCW59Th/4MbdkV7p9orNklOCavXillJrPuz5Vq7L1CEj8qzZbdjzzxHfm91KRQcxw5QfXuf8+lesT2KWepStEAqTBZto7bgM/qDXhwYsSzHJbkmveLphI0EoOQ9vEc/wDAarEK1Kx5VKbm5SfUWIVOPWoohhalz0HrXms1HL0zSAZalPAoWkA8UvekpRTGIeTTgMUgzTqAGu2BTFHeg8tTwMCgQh6VXc8mppDgVUkahgROcmmsPlp2MmkfpSERDlhWxofGqqP+mbf0rJTl/pWro3GrR+6t/KtqP8WPqC3OivX8qyuJP7sbH9K8khjJfp+NekeJ7v7No0ig4eY+WPoev6VwUS8mvTrO7sdtFdSSOLkVOQETFEY4ps7YFc5ujX8GnOrXX/XEf+hV3FcP4JGdRu2/6ZAfrXcV20vgRy1fiGsodCrDIIwRXB6jZvZ3UkTA4B+U+o7V31VL2wt79Asy8jowOCKqUeYUJ8rPP6UNXTy+FYyCYrlgfRlBrIu9AvrXLeX5ij+KPn9OtYumzdVIspCT1NP3+9VWDKcEc0wyEVHKWpF/zB60eaOg61mvMRUZuSM4PSlYdzVMgo3Aiufl1qK3/wBZLGv+8wFZ9x490i0z5t3ESOyHcf0oUWw5ktztY5OMGnNIoHOcV5//AMLW0FVI8u6JHTbH1pq/FnQm4eC8j9zGD/I1ooPsTzx7noBmz6YpvmL6D8653SvFmjauubS8idu6E7WH4GtYXUJP3x9DUtWLTTLRdScYIqrLbxlss/X3pTKhHH5g1QuHQk759i+u7mkWi5FZ2cDNJCgEzDBbqSKQ5BrnbzXPD+mMGnvhvU5GZyzZ9gDUmheLdP18mOMmC6BOIZDy47FfX6dRT5W1czk0nudAjVZQjFVOlSxtgis2guWSmRVaa3zzVlHFP4brSsFzldc0KDVbNre4jyOquOqH1FeS6rod7ot00dzETEchJgPlb/A+1fQDIrdsVRutOiuY2SRFZG4KsMg1rTquGnQidNSPJ7P/AJB1vz0jHtVmT5ZEQD7q811954RhWMGzIiKdE/hPt7Vyl9Z3Nlct9pjKjqCOQfxq1NSZ4eIw1SDcmtCORuMA1YtxhQSOMVRL/PitKHOwD2/wpnC0SFfmP1/rUgI5JHfP60wMdwJHU/1pruSgGO2P1piYJ0Oec1OowCB6/wBahVRgD8P8/nUqevf/APXSERRjM2cdalccY79v1qKLHmn0qUnKjsQP6UAI/wDqwfTg/pVKTjP1q85+U/571Rl+tA0ehaCnk6PaL3Kbj+JzW4hytYWiuJNHs2H/ADzA/KtuM/LWEtz6mh/CjbsglXcpzWTdJmCVT/zzYfoa2GIIrPuk3KcdxisnoVNXR4tnA9/Svc7STztN06Trmyg/9AFeJPEVlkVuCrEY/GvYtAl8/wAPaW5PP2ZF/Lj+laYn+GeLh3q0bSD5RTkOWz2FMzgVKowuK8w6hTSikxzTqAQtKKQU8dKBhTWOBilJphOTQIFFPPFA6UjnAoAglaqzHNSyGoeSaQAOc1HJnNTYwKgmNMQQ/eNXtOfy9WgPq238xVK3qeFtl/bt0xIv86qm7TTBbieL7nfqEVuD8sSZI9z/APWArAjqxqs5udWuZs5DSHH0HA/lVeI816U3eVz0YKysWAcCq91JgGpieKp3LZ4qDQ6rwLHlLyY9yqj9TXZVz/hG2NvoSOwwZnL/AIdB/KugrugrRRxTd5MKKKKokKKKKAKtxYWt0f31vG59SvP51Qk8NadJ0jdP91zWzRSshptGDH4T0wNl0lk9mfj9K8O+L01xpvi86fp88ttarbRsYo3IG45yf5V9HCvmz4uuJfiHfg/wJEv/AI4D/WqjFXByZ5s8ckhy7sx9WJNPFrhRV1YwWpGGTx0rTlQivHbLjmpXt08vGBUgHNPIBIp2AzZLTYyshKnsQcGrcV5qkYxHqN0oHYSmnSctihRzS5UF7E8eseIIkKLq90EbqN+apzC5um3XN5PMf9uQmrYAoKCjkQ3JlFbZEb5VGfWribkIZSQw5BBwaNg3U/GKdiTq9C8e3dmyW+qbrq36eb/y0Qf+zD9a9Kt7qK4t0uIJFlhcZV1OQRXgjda2NC8SXugzAwN5kDf6yBz8re/sfesalFS1RrGo1ue2JIKlD1y2leLNL1UKqzfZ7gj/AFMxxz7Hoa3RIV68VySg47m8ZJmiGB4FGPxqklxzVlZsioKEePcc1FJYwzgq8asD6irIcHinjA5oGc/ceD9NlLMsOwnuhIxWZP4TnicCCZWQD+MYP6V3HVelN8sHOapNo56mFpVPiicGvhq7B+aaIH0GTSSeGr3jY8TADpyK7o24yDgUoiX0p80jF5fR7ficD/wj9+vOE/76qtNZXNsSJYiBjggcfnXpAhQ5yBTJbaLHQVXMzOWWU2vddjy+MfOT2zzUpHGD6f0rurrR7WdSGhXn+IDBrEuPDZiBZZjs9Mc0+bucdTLKsfh1OfboD9f51SlHBq/OoiaSMNu2nrjFUJehpp3OBxcJOMt0dn4Sn83STETzDIR+B5/xrp4+lcR4Ml+a8gJ/hVwP0rtYTxWc9z6LBS5qMSU1VmGQatN0qtKOKxkjr6HlGvQfZ9Xu0xgF9w/HmvSvCylPDlgD3j3fmTXE+NIfLvo5V/jQg/UH/wCvXf6RH5OlWkeMFIUH44FKvK9JHixhy1po1F+ZgKnz0qCIY5qYda4Wbj+RS5popaAQ4GnA0ylpDHGmhaXNKKBMOlRSN2qRjxUDmgCFzTVBpWpy9OlIQ08CqspycVZc8VUbl8UAWIeE6U2Y/MCOCOakjHFRS/6zFUhIwpMhqdF94Ukv+tYehNOj4r0D1IrQfK3ykA81Whhe7vIrdOXkYKPqadM4Ct9K2/BdgbjUXvHHyQDCn/bP/wBbNVCPNKwTfLG53VvCttbRQJ92NQo/AVNRRXccQUUUUAFFFFABRRRQAV8w/E2UTfEHV264lVfyRR/Svp6vlXxtJ9o8c60wOQbyQA+wOKuG4GCo2xlqj6mp5xtVVqA5wK0EKtPNNTOKc3Q80AQsfmoXmkxT1GKAJBwKKTJx0pR9aADpQeaU4pDQBExpPSnOKae1ADiR0rQs/EeraYoW1vpRGOkbnev5Gs0H1prdqTSe4XOws/iRexMFvLOGZe7REof6iuhsviFpFw6pI01szHA81cj8xmvKW6063TzLmJBzlwP1rKVKLLVSSPoC11K3nGUlRv8AdbNaMbhselePaiksMaLEzKy914q3ZeKNW0aGMlzcKeqS88fWuVw7GdPHRfxI9dB4pN49a4TTfiZp08oiv4JLUn+P7y/j3FddBeW97GsttMkiN0ZTkGk4nZGpGXwsvb+fWlDrVTzCvUU7zBj1qTQs71Heqt0TIpWNtj9jjNJKJCuUH51nyTXEOW8mST2jGTQ2UkrFKWbxPbSMBaWl1Fn5Sk2xse4IqhqHiW5srYtqOmXNqh4MhAZBn1I6VrPrlumFm82I+kkbL/Sqmr6tYy6VNCZYpPNQqF3A5zS3FKXLFyOZnv4L0rJbuHQKBuA61TkGV6ClRFjRVQAAdvxprjitkraHytao6k3N9TR8LXAt9dhRjhZVMfXueR+or0aJsHBryJJGhmjlT7yMGGPUGvVbadLiGOdDlZFDD8aia6nq5ZO8XA0OoqCUcVIpBFNcd6yZ6iOJ8X2/nSWSY5ecJ+ddpDhRtHQcVjajZm6vrHjPl3KyH6DNbERy55rCq/dSPOqxtVk+9i/H0FPBqNKfXKQSA8Uuajpc4oAkzS5qLcaA9ICWnA471EHoaTA4oC4rt71CTmgvTS1AXENOHSmFjmnA8CgRDI3vVdeZKmmODUcS/N0oAtL92q0h/eVa6LVNz8xpoDHn4uHHvSkkKaLgH7a/1p5HyE+1ehHY9SD91FAs07rFGCzOQoA7n0r1PRtOXS9LhthjcBlz6setcZ4J0r7VqEmoSrmOA4jz0Ln/AAH869ErqoxsrmFaV3YKKKK2MQooooAKKKKACiiigANfJ+ssZvEOpTHktcyH/wAfNfV5OBmvkzUm/wBMun/vTOfzY1pTAzJ23SHngVERz0pz9c004xViHpj6Uj9OtKvAprc80AMxzTxTR1p/NAC0CkyKAeTQAvejPtTc80oxQAh57UxhipcCmOOKAIwc0HmgDikzSAibrV7Q4/O1uzQjP7wN+XP9KpN0rb8IQ+b4hiJ6IjOfyqZbMio7QbOrvIPMnCdccVWuLdZJNgAwOBWgxBlaT0ziqu75s54z6VyniuTMW60lHXIGDUGmX+peGr0zWjbomP7yJvuuP6H3roWxtIPINV5bdJF5HFM0p4iUGdbpPjbTdTVVeTyJz1ikODn2PQ10aTxyrlCD9DXjN3pCODtGDUNpqOuaK5+x3UgQ/wAD/Mv5GpcT1qOPT+I9pluJIxheRUA1CaPl7SXH94LmvLV8b+I0+8kD/VCP61YXx9rZADWEJPqCwqORnUsXS7npDa/Zq22aaOMn+GQ7T+RrhNbe0vdfkvLRU2bApZOjEd6x9Re88RXEV1fqqmNdqRoOB6/jV6KIRRhV4xn+lUo2PNxmMU1yQ2JsYPfr/WmtzyfTr+FLkk9f85pMZGPb/GqPLKsvHFdr4RvvMtJLRz80R3p/unr+v864yVc96t6Tftp97DcjOF+8v95e4pNXR0Yat7Kon0PVIyMVIwytVoGV41ZTlWAII7irIwawPpkZtwfKcS/3DmrVsf3h5qK7j3jA6d6bZuQFJ69DXLWVjlxC2ZrKeKdmo1ORUg6Vgco4GlNIOKDQIKUUg/CjNIBaUAYOabn3pCeaAEYc0w080wmkAw8dKmUfLTFHNS8YpiKU/LAU6Je9JNgy1Igx0pASMeKpP1q4/SqTdapDM65XF459QD+lMcMdqINzsQqr6k9KsXa/v9x6FRWj4YsTd6us8i5jthv/AOBHgf1NehTXMkj0YytTTOv0rT00zTobVP4B8x/vMep/Or9FJXctDl3FooopgFFFFABRRRQAUUUUARXDhLeVz0VCT+VfJN8+6QkdzmvqvW5PK0LUZM422srZ+imvk65OZDWtPqIrEU0inHvTR1qgH4GKYx9qeBTCKABeadSDilNABnFGO9JS9qAG45pRS/SkHTmgBTwaax+U0vag8qaAIh6Uh6U7HHOKaenWgCNvu11HgiLEt/c/3Igg+pP/ANauYNdj4OTbpF6/9+dV/Jc/1rOp8JhiXakzZk+SIj1qup49aknb0NR4yOMZrmPGYPgLxnigAEDt7UjHjIFP4JwRz0piEMeQD/X/AD6VEbdWGSAQRU/vnn/61GMgjg/5FAXKptEwSFHHGPxpv2dFHCgYyP1q4OvT3/WkJGACD0HT60D5mQhOTntnpT2HB79fw5p5BwTjPJP600nHr1PH5UBcj6Yxzyf50q9s9v8A69Kep+vr70vO459f60AQSKCOlQfdYDFWySRt9qrzcYNIaO68J6h9o0027HMludvPUoen9RXSAnFea+GLs22vwoThJwY2z+n616Sg45rGasz6LAVfaUknutBZELLiqaqYpCvbORWoqgrVe6h+UsByOaxqQ5onRVjzRsSxNlamBqnbvxjFWwa4jzh46UtNFLQA6im0uTSAKPwo/ClxQA00w9akPSmDrQA5RTm4WgdPSkYjpQBVcbpalAwKQqN1OpCGSn5aqHrVp+QarMMd6pAVrtiu046rXX+FrYQ6QJiAGuGL/h0H+feuRvEMghUdW+Ufia9Ft4lt7eKFfuxoFH4CvVwy9252OX7uKJqKKK6jMKKKKACiiigAooooAKKKKAMTxfMIPCGrOf8An1cfmMf1r5XuP9Ya+l/iPcfZ/Ampf9NAsY/FhXzPMcSGtYbCISaQYzQ3WjPFUAue9MJqTjHFR470AOGaXvSDNKaAEpQaac0o96AA5zSA4+lKfekH0oAU0dBRnIox1oAYelMI608d6aw96AIzXceGoxD4djJ/5ayO5/PH9K4g132lxGLQbFT3i3fmSf61lV2OTGO1O3mSucnNN9hwR3obqDnn60nOOn0rA8phjJ4Oak47nBHT9aQKe+BSkjH3e2OPpQIQrkHnIwf5CnHIbgdT/UUmMZx7gfnSnJbj1/rQAgwSuegx/M0Y4Xj0/nSjoAV9P60AAAkA9qBCEqc8Y+n1prd+vf8ApTyOPu+ueKaehBGOtADCOSc+vWkUneR7/wBacw4PHr0pgHzZ/wA9aBiMMEH0/wAajlAMY+gqR8e3emkZjx6UDRVDtHJHIpwytkGvXLOcXNnDOvSRA3515HIv7vjsa7rwbqnn2bWL/fgG5D6oT0/A/wA6iauj08tqqNRxfU69DxihzlSKap7U5hxWJ7hQTMcxU9OxrQU5FVXXcPQ9qfBJ2bANclWm1qjirUnF3WxbBoFMB4p4rE5xadimilGaQC9KKAaKAGmhRz0paAaAF3YFRsaeelN25oAj5zSsDtqQLimvzxQIrMCR1qBhg1afgVXbFAElvHv1GwB6eev8/wD61d/XD6cCdRtMDJEimu3r18K7wN4u8ULRRRXSMKKKKACiiigAooooAKKKKAOD+LUuzwVs/wCelzGv5ZP9K+d5vvGvdvjLexJo1hZF8SyTGUD2VSP/AGavCZjzW0PhEQGkHBoNKOeaYC9hSUo6daMUwEpT1pKKAAnFJuHpS8Z4pMUgAmijFHHSgANHbmk/Gg0AIR3pCMiloFAERGR9a9IKeVbwxgcJGq4+grzuOJpbmOJB80jhQPcmvR7nAYrnOBWFXocGOekUVSefWk6nA/Cg9R70q+/FZHmsdnKg9CKeeMjr/kCm9ODjvS985xzj9aBDQA3c8/408A5/z60gHTP1z+NLtIPUdTQAKSApx6f1pCcqMnHH9aUBgOOcZ/nSn7uCOmR/WgBGHLYPrTSRux16/wAqdwW+pH6im46E/wCeaAIycgdsimjnn2/pTiMDrjj+tNzjPtQMCcgcUwEY6daU4A78f4032oAikGUcY7Vs+EFlbXIzG21VjYuPUY6fniskg7W+ldV4Gthtvro4yqrGp79yf5ConLljc6cNrVidjEwIx3FTjmqcTDI+lW1PQ1mfT9AdOKoudr4Jwe1aJ5WsXV5jbxecP4CCfp3pNDSuacUu75T94frU4INZyMJII54zkYz9RV6J42AO8fka4q0FBnBiKahLTYmFLzmgeXj/AFn6GnDyv+eh/wC+TWF0YBmlJ9qP3X/PT9DSjyv+eh/AUXAb70dKePK/vN/3zRiP1b/vmi6FcjoqYLGezn8KNiejUXAgJNNINWCi/wB1qYQvo35UXQFST6VXbNXJEX1P5VA6qB/EaLgWNJYLqlsT/ex+YxXa1wVvMttPFM/ypG4Y/ga7tHWRFdGDKwyCO4r1cG7wZrDYfRRRXYWFFFFABRRRQAUUUUAFFFFAHivxqlm/tXTo2iIgWBij44Zi3I/DA/OvIZOW44r6X8eWMN7a2iTxrIm5vlYfSvKr7wJYzsWt5pYCT0+8K6IJuOhm5pOzPOMGjdiuwl+H96hPlXsDj/aUg1AfAuqHpNak+7kf0p8rHzx7nLh/85o3V0reBtYX7q2zfST/AOtULeDtXT7yQfg//wBanyvsLnj3MDdRuGK3T4R1QDLLBz/tU0+E9RGQRAPxNHJLsHPHuYeR6/rRu9x+dbR8J34P/LA/Q1G/hy8jDlvJ+UgH8cf40nFroNTi+plbxjqPzpN6+orZg8NXcwP7yFSvVcE4qyPCF6Vz50I/A0+SXYXtI9znd60bh/kV0g8G3pAP2iLn/ZNTDwNet/y9Rf8AfJo5Jdg9pHucpuH+RSbhj/61dgvgK6PW9iH/AAA/40//AIV7cn/l+T3/AHR/xpcjD2ke5yNmFe/tlZwgMq5Y8Ac9a76e5gdjtmjPPZwayrzwFPZWM9298hWFC+0RnnHbrXGzRDGRjnBrGrHuY1aKrW12PQOGJxg04KRyRxXmhd0OFYr9DipI7+8i/wBXdTr9JDWXIczy99JHpRHpSEMeoPX1/GvPRrWoj/l+n/F6Vdc1MHIvZs/WjlZH1CfdHoQB9D7dO/NLzjjd3rz4a/qy8C+f8VU/0px8Taxgj7SvPfy1pcrF9Qqd0d/yRwPXr70Ese3fNedP4i1diS16/wCCqP6Ug1/VCc/bps/h/hRysPqFTuj0YD8Mf5FRkHPU1wa+IdVC/wDH65+qqf6U069qhz/pj/kv+FHKw+oVO6O7bOTSbX9B+dcA2valni9lPvx/hSDW9Vb/AJfZf0/wo5WP6hU7o75g3PGfxph3ehH41w41nVO99L+n+FPGt6mD/wAfjn6qv+FHIx/UandHZkH3qa31y70FWntmBRnVZI3GVYZ/n71xS+INRX/lqjf70Yp0msXV7A0EwjxwcquDxS5L6MqlhakJqR7/AG7hlRh0IyKuI424JrgvBfiyLVLJbSchb23QBgf41HG4f1FdQ9yY2DH7rHAPasZK2h9DBp6mq0wHFZGuwNd6TcxISGaNgMdaW4afyfMhwZE5Cn+L1FWEmW4gV0OUYZGetTujS2ljlvA3im31aza0D7pYflIIwcfStDX/ABZ/wiVqs8ljJdRPJsGxwu3Izznsa808QrN4H8cf2haL/ot1mTYOB1+ZfwPI+td9DrOg+M9EeCeZMOmHQthgfX2IonTjJK+xjKKqQcJbox3+NoH+q0Fv+BXQ/otQN8brz+HQoP8AgVw3+Fea39qlnqNxbRzCZIpGRZB0YA9aq4q1hKPb8zh5Ej1VfjZfMedDtsf9fDf4Uknxtvhwmh2v/Ap2/wAK8qGQaQkmn9Uo9g5Eent8a9YP3dJsF+sjmmn40a7/ANA/Th+D/wCNeZDJ709V9aPqtL+UOVHpQ+NOu/8APhp5/B/8ad/wujXccafp/wCTf415uAKdxT+rUv5Q5Ueij4ya+T/x5af/AN8N/wDFU8fGLXO9jYH8GH9a84+lOBo+rUv5Q5Uekp8YtR/5a6RZsPVZXU1FefFzUJY9trpdrC3993Z8fhxXndHel9VpXvyi5Ud94U1PUfFHjLT7bUNRm/fyFVKgbUO0kYXp2r6O0qwGm2EdsJXl2Z+ZuOp9O1fM/wAMCv8AwsDRcn/l4P57Gr6m7VuopbGl3awtFFFMQUUUUAFFFFABRRRQAUUUUAcv4w/1Fr/vN/IVxzg8812nizmO1H+038hXIMhyccV1UvhRzz+Iplgo75oB3HAPPYelTNAOO+RSPAMbuR61tczKz+YGwrHk1C0s4G0qW/rVplj7kg5qGQoBjeQapEsgllzgSR4z781A0sTIcEj61Ofnb5WJHqRTTGCPmkQnvxTQituBxyOe9V7i3guC6CXBkjwwA7jp/L9atyJGAuAM/WsnUr1LSSBAR5jn5QPQUpbDjuaEEUUbsEGM+tXEbacBUPHOKzbeV50QjGdoBJ9a0I7V2XIm2nocigC2rt08uP8AGrCyYA+RBnrVEWt0o++CB6CpUS4CnkHnpSGW/O6jAFJ9oI5DAfhTUjYjDAU8RgZwlSx2M/WXaXRL4Z3DyGOPoM1405BQfSva9UJj0e/YKDi3kOD/ALprxCQlcgegrnq7m9PYrtgmmkUpptYmgpGaYcjpTuaQ5oAbuYUnmdiKf9aaVyM0AIWBpvelKimn60gJc4XNRFy3GeKaTgYpOc0DJV2jrTvMHYVEE71IoAFMBfMJ7Uu5iaB9Kd+FAgGe9WLPmbHqpqv1qe1P78H2NAD4b2fTdRiurZyksTblP9D7GvafD2vWet6cksYHlyDbJEf+Wb91+npXiVyAWNP03WL/AEaV3sptgfG9CMq2OmR/Ws5x5jWnU5Xrse/CX7O4iYkqfuN6j0PvUSz/AGW4Kk4ilJK+zdx+PX864/QPHFtrsaWN3ttr1uBz8rnsVPr7VuTuzMttejZuPySA8E+x7GuaSaep3wlFq6KvjHRY/EulmFMC5iy8Lejen0PSvFPKkt5mjdSjoSrA8EEdRXvcU/2c+RNhn/hf++P8a898faLDDMNWthgTNtmX/aPQ/jV0pWdmYYindcyOIzSE0uaQ10nGJnimBuO9aOi2LanrdhYopZri5jjx65YCtn4jQWVt8Q9Zi0zyvsqT42xrtVG2jco+jZ/WgDmQ3oKeD6img07NADw4Han7wR0NR7qUOKAHgj3pQabuFKCPWgQ4nNJS5GKTNMDrvhsQPH2iknH+lL/I19XV8k+A9w8baJt6/b4fy3DNfW1IYUUUUAFFFFABRXwBRQB9/wBFfAFFAH3/AEV8AUUAfbfioZW1+r/0rmDHzXyXRWkanKrGcoXPrJ4wqknrTDExHGMV8oUVftvIn2XmfU8iOo5jU471RlXGMED6ivmaimsR5A6PmfSJWUgkMvHBxUDoRwzsDjPSvnWiq+s+QvY+Z9BScf8ALQ5xWHr1qtxa5iZhNE6urj/PTrXjNFS8RdWsCo26nv2hQBdNQpOXZsllfs2a11ztORtx2r5qoprE6bB7DzPqGANhtre9W0GeXQHPWvlOvpfwqM+E9H5/5cIP/QBVQqc/QmVPlNvYjc9O1L5CAZ3c05ABkkZNP25A44xTbFYoX9ssmnXaFgQ0Lr/46a+f5htUV9GTBQrAjIII/SvnW5GBgdqxqGtMqmkpSaTIrI0ExSUtIaAEJppal4pDxQA0k+lMPWnk800gk0hjGBByASPWlVvakkDEqMnjkc09MjhvzoAcGNOBPpSZoDUwHhiO1Lu9jTQacDQIXPtU1t/rx9DUBNWLTmfH+yaAFnGXqq65q1MSGNRUDKjKQciuu0Xx1LFALHWla5tsbRL1dR7+v161zJUGoniBqZRUlZlQm4u6PVJtW0+3s4p5L+KaxdgEZXzIn4dTj9K53xlr0d1bQ6daXkF1Dne8ka88dBmuJEODmpBxURppO5rOvKSsL0prCnGlIzitDA734O6V/aHxEsHZN0dqr3DcdCBhf/HmH5VxN4sqahfJcbjOJn8wnru3HOfxr3L4A6QI7PVtXZPmkdLaNvYDc36lfyrzj4p6M2i/EfVU27YrpvtUXYEPyf8Ax7dQBxY5pdtA4NKKAEwaXHqKdS9aAG4pwoApwFAC0ooxRimI674coX8faGB1+1KfyBP9K+rq+WvhUm/4iaP7SO3/AJDavqUdKQwooooAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvpjwn/yKui5P/LjD0/3BXzPXr2ifFHRdN0XT7Oa11BpLa3jiYpGmCVUA4y3TitaTs2Z1Fc9XUYBNPB+Ueorzj/hcfh8DH2LU/wDv1H/8XTx8Y/DoOfsWqf8AfqP/AOLrVyRnZnoEpIRiemDXzxdHJY+pNejP8Y/DzKR9i1ToR/qo/wD4uvKJdZt3zhJQPcD/ABrKbTNIIkPWm1VOpQ+kn5D/ABoOowf3ZPyH+NZmhapuc1W/tGH+6/5D/Gk/tCL0f8h/jQBZOfSm4J61B/aEP91/yH+NJ9vi9H/If40AWQBRnnFVft0Xo/8A3yP8aBfRA52v+QoA9Kv/AAJPL8JNH8T2sYLwvM10B94wtJ8rf8BIOfY57V5+/DkV7hofxu8F6b4VstEk0vWJYobVbeQeRFtf5cN/y06Hn868Luru1a9nFqsvkh28oOAGCZ+XOCecYpAOoqv9uix91/yFH22L+6/5CgCwAacBVb7fF6P/AN8j/Gl/tCLsr/kP8aALPerNmcXK4PUEVmC/h7h/++R/jUsGpwRTK5WTA9AP8aYGjcffNQ1Wk1W3c5CSfkP8aj/tKH0k/If40AXKOKp/2lDj7r/98j/Gj+0ocdJPyH+NICyRSYqt/aMP91/yH+NJ/aEXo/5D/GgC0adGAW5qn/aEP91/yH+NXtN1Cxi1C1kvUnNoJVMoiALFMjIAJAzj3oA+tPhxo39heA9KtXXbM8Xnyjvuf5ufoCB+Fcr8bvCi6t4dXXYAoutMB8z/AG4SeR+B5/Oqa/tGeDkUKuma4ABgAQQ8f+Raral+0B4L1PTLqxm0zW2iuImiYGCLowI/560AeCsNrUoNVTqEJA+V/wDvkf40DUIf7r/98j/GgC5waKqf2hD/AHX/AO+R/jR/aMXo/wCQ/wAaALgpwql/aUPpJ+Q/xpf7Sg/uyfkP8aALuaUVR/tOH+7J+Q/xpRqcP92T8h/jTA9N+DyB/iLp+eixzP8Akh/xr6cr5E+HvjbS/CvimLVb+C7kgSGRdsCKWyRjoWA/WvW/+GjvB/8A0Ddc/wC/EP8A8dpAewUV4/8A8NHeD/8AoG65/wB+If8A47R/w0d4P/6Buuf9+If/AI7QB7BRXj//AA0d4P8A+gbrn/fiH/47R/w0d4P/AOgbrn/fiH/47QB//9k=", "path": "003608.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003609
Men Tshirts
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"path": "003609.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003610
Men Tshirts
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", "path": "003610.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003611
Men Tshirts
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", "path": "003611.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003612
Men Tshirts
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", "path": "003612.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003613
Men Tshirts
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", "path": "003613.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003614
Men Tshirts
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", "path": "003614.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003615
Men Tshirts
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", "path": "003615.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003616
Men Tshirts
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", "path": "003616.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003617
Men Tshirts
{ "bytes": 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bUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+ZTSjg0poAQ9aKQctT6ADoKbSnmkoAKSlpBQAUjcU6mtzQA1elJk7qcowKQj5qAHdqYeTT6Z/HQA1lwc0lSkZWmBSRwCfwpgJwaQikORmlDZFACFKYUzUh4FLwRQBWK44qMpnirZXNRhfm5p3AbY3QjuBZsfvAsn+Fa1ck0pF/8AaQcCOYKD+PNdaKmSAKKKKkApCcDJpailOcLn3NAEc2ZlKAkKfTvWNL4btLiUvMrSZPR3LD8ulbijGaTJ7VSdguVBY28URXywRjGDXPRwG3eWzUHylYmP/ZTjj8DXUsm4c8iqz2ali3fGB7VSY0zMjjeTGOPSr8Vu64yRVmO2VVGBUwTHpQ5CGocAA/nUwNM20u30qWA2SCKYESRq2fUVEdPtj/yzx9DVjJFG4+1S4p7jUmtmQrZW68iJfxqDUyIdOlKKMnACjjJzVwsawvEF1Itm7R4+TIyfXoP1pxjbYd23qeU/F24WC/gh3h7kL19O2PbpXjlxIYpQjnLjIA9z1Jr0H4hSl/E08U0jSTqoyT2NcKLMJNJI44Vsk+1Q9zbokU/KMY3EHB4qozAPlumeRW/cGM2XyR/us5WVhgk45A9qxTCGG5yQT0FMlliFY4XWRWypGSD2qSM7IIpoQfllIZfpz/KqnUABSMelaVtbS2UqTzxNNbj5pFQ/dHTn9KAPUPh54ej1W5bVpIgFdvLhjxwoP/1smveYohEAFGB0ry34TzR/2SgzkLwoPp616oGDAcir6ET3sSjnik7UKaaTxSIIphlTWekxtbkSDlTww9qvyNxWdMuTVoDbVg6BlOQRkGn1laZcEEwOfdP8K1azaswCiiigAooooAKKKKAGucKaqN9+rEhy2PSq7/eqkA9OhH404HDfWmKcMD2NK36jpQA/vQT1poboadxn60ACjilJoJxVO/u/sdv5xaFVB+YzPsGO+Dg80AW6QmvE9c+PNhY68yWNtd3NpD8jx7I4w7jOfmO44+gFOi/aN0VgDLoWoIcchZEYD+VK4HtOc04CvGG/aM0BV/d6LqbN6Fox/U1zXiP9oXUr+0kttD0tNOZxt+0yy+bIvuowAD9c0XA+gr/U7DTY/Mvr23tUxnM0oT+dcnffFvwPp/EmvwTH0tkaX/0EV8lXt/ealctcXt1NczMSWkmcuT+Jqlmi4H1Hd/tA+DrckQxaldf7kAX/ANCIqqn7Q/hVo976dqqMD9zZGc/jur5moxSuB9Dal+0bYohGl+H55G7NdTKgH4LnP51xOofHfxreOxtpbKxU9BDbBsfi+6vO4bC5mPyQtgDJZhtA/E8Vp2fhaS55n1fR7NfWe9Vj/wB8pub9KAN9Pi942eUfaNcuXi7rEI4if+BBOKt2Hj/xJf6itxb6dJfyrwgeS4uMn33ORj2G2uz+HXwv068he+TXhdIrDLJpRXB/2JJ15H+6K9q07SINHh2QSzvxjdLJn/ACmBy/gfUfFmr27T+IdJj0eKMARQRx7TJ65BYsAPoPxrrgdjc9Km6VHIO9UgHkZXNRq2CRToW4KntUMRyjf3gTQBOhyTUd2/kWzy+gp8IyxPaq2sHMUUA6yPz9BR1AxrgGCwgz9923n+ddgpyoPtXH6u+65ES9I028etdgn3R9KJAOoooqACqYk3yFqsTNtiY+1UEODVRQF5TkGkzUcTZP1qTFAATR1paM4oATBpcGkzS96ACiuR8RePdN8P3DWrtAJFUFnuLhYo1J6DIDHP8AwHHvXKT/ABw0aBiJbq1jP92JGuAf+BKR/KkwPWaK8ij+P/h1WxKGceqRuv8AMGtiw+N/ge7YLLqbWzH/AJ6QyYH47aLgehtWBqZ81lgPKg+a/wBB0/X+tLY+N/C2p4Fl4g06Z+0a3Chj+BOaTUSttYXF07BkwZHcHIXA6ZHbHFUionzp4vla58TXTbiW8zapI64GP51SeNrnUYrJIWc9TGvcgdz6d6m1w7tZmdAQrSGTceuG5x+lOtrC/RX1kCRCo3yEfwxscD8Kz6m7MzVEb7S0Ukit5Rx8o+UH0HsKbJZpDZlJYyZ3I246gUt2oXWmX70JmznOeCOK6210yX/QpjEGw32dgeoYENn6dKLXEctdeHHtI7FmY5uGBb/ZGcD+Rro9MtWgecynzLdYnT5hwRjnmup8W6UEtIXiwyRRqrkDng5Bx/vZ/wC+vaqdppr6rbRiOMxWud7Y5ZvX6DsM9TTasxrVGz8MEMaLGoO0puPscgD8817HEBsBrj9A0JNMs0uEUfaWwzqOm3so+grrI3LIPSqSsjGo03oTZ25+lRb8rmldvkP0qKM5iPtTSIJF+YVXli4JqzEPkFKy5JFFwMkhkkDocMpyDW7FIJYlcdGGazZYDtJxyal06ZQXtST5ijfg+hol3A0aKKKgAooooAKQnAzS0hGRigCEjJNMcfNU2wj3pjVQEQHJQ9+lLywwfvCnEBgKCpIBH3hQBAxIyPyoMwZBn1xUpAcc9apXgaGNpVAO3kg+1MC6p49ajurO3v7dre6gjnibrHIuVP1HeiCUyxI+0ruUMVbqM9q5b4n6nqmj/D7U7/R7lre7h8siVQCVXeA2M+1JgfMnxEktJPH+tfYYFgt0uTGkaIEA2/KcAcAZFcnVu9vLjUL2a7u5WluJnLySN1Zj1JqpUgFPUBmAJCgnqe1S28ElxcxW8S7pJXCIPUk4H619ND4GeHF0uC3WA/avI2y3byOzeZx8wTIU9+D7daAPHfD/AMOhrNqt0Ly+u0LY26ZpkswPr+8fYgP4murX4JXE0kLWemax5YOZBfzW8GfpsLkV9AadYW2jabFZWNukcECALHEgXOB6DAya0e9AHjOn/B6aBAE0Xwzan+/ctcXz/qUX9K6K2+GlygAk19LYd10zSba3H5lWb9a9DzmmnrgUwOOi+G2hg5u5tVvj6XOoSFT/AMBUqP0rVsfC+g6WQbLR7GFh/GIFLf8AfRyf1raYhRluPrxVeW6t4hulnijHq7gfzNMCYE56k049KiimjmUPFIkiHoyMGH5ipe1AEfemSDIpxPJphPFMCJX2PUQOy7Zc4DYp0p/U1BcNiQN3FMDTgHFZt5Kp1Mux+SCPJ+tXxMI7Yyk8bd1c3cylwwzyx3Of5ChAR26teaimeryAn867euW0qEJe24b7zkt+AFdTUyAKKKKkCvd8xhR3NVlQ1bmAYr7VGABirT0AagIINS5qKWZYlJNOByAfWkA/JqnqGpWumWj3N5MsMakDc2Tkk4AAHJJPAA5NWway9b1K10rTzdXMYkKHMSYyS+O3pgZOewoAw/EXjJ/D+jyancWRgiUZSOdgjN6buoTPp8zH0HOPnbxV8UvF/iCd4bi9lsLfqLW1zEAOoyfvHj1NfR2meHpNTkXXNdVZtSYE2kMqbo7BT0CIeN/Qljz24Fef/F34dz6h4Zi12zsYW1i2y9+bZT+/THL88kjGeecE+lID53Z2dizEsxOSSck1HRRSAKK7DwD4Ui8V63LbXN1Ha20MDyNNLIEXdj5Bk+/P0U17Nf8A7PPh59OlSw1G+ivdo8uSZldA3uoUHB+vFAHzTmtay8QatpyCOz1K6hi/55rKdh+q9P0rtNT+BvjXTyxgs4L5AcA20wJP4NiuL1fQdW0G48jVdNubOQ9BNGVDfQ9D+FAFyPxJPNePNqK+eJWzIV+Vj647V7F4J8QeHfEOhRaUbuOLUtvlmCf5WkBGCFPRvoDn2r58oBweKadiudnq2qeEL3TC87Wk0unl3j8yNckBWIDfhiq+na1eaeygutzGowgJ9Oh+vFL4H+Ll/oDQWGtI2oaUnyjP+thB/un+Iex/Ovc9P8P+EfFOnx6tp0VtNb3AyJIlA57gjsR3FFuxaqdzB0XxNZ63JaIIsXE5IdNn3MDJPPb3q5o2gpHM01szR/vWLgHKlQfkGP1rdtPCmlaPctPYxATsu3YOc/Qdq09P05rK2WJuSWLvznk1W+4OSS0JrRHUYdR/wGrq4X6GhVAWkcDrQZDZmBQ1HH90j1GaZI+eKSNsKPbinYC3H92nqKZGMKM1IWVFLMwCgZJJ4FSAkm1ULMQqgZJJ4Ari7TX45PFgmRv9Gb9wD6jsfzqPxR4hN2jWdm2IDw7/APPT2+lctGShBz0rnnV1sjsp0Pdbl1PaBS1maLfjUdMhuM/ORtf/AHh1rSrY5GrOwtFFFAgooooAr3EggtpZT0RC35CuF025urX5oLmRQTkoTuUk+x/pXWa/L5OiXRzgsuz8zj+tcha/dFc9aTTVjrw8E4ts6a11yNsLdR+W399eV/xFa8bpIoeNlZT3U5rjT0yKlgnkt/midkP+yaIV39oJ4dbxOtb1qrct+6I9eKyV164jUeYiSj/vk/4fpWVrviqOPS7lVtpRM6FEwwIDNwDn8a3jUi+pg6U10Oi0m7e70+OeRNrMWxjoQCQD+IAP415d8Y/Elxa+FNX0gi7aSa8hTzHhCxiFl3jYwHPKlTnnPsRXqemSK+m2uF2kRKCPQ4qr4js9H1bSX0nWjG1veERrEWw7NnjYOu4e1WzM+I6K7PxKujWWjf2dprqlzHqVx50LwEyiNWKxEyHtjPyjuc1xlSB0/wAPLIaj8QtBtiMhr2Nj/wABO7+lfWfinxZpPhDS3v8AVbjy0ziONRmSVvRV7/XoK+MLO8ubC6S6tJ5IJ4+UkjYqy9uCKLu+u76TzLu5muHH8UshY/rQB7PrX7ReoO7JoejW8CA/LJeOZGI/3VIA/M1yN78a/Hl4xC6ytsp/hgt41x+JBP615+iPIwVFLMegUZNbOleFdf1meWDTtIu53jx5mIyAmem4nAH40AbUfxa8dRBgviS6O7ruVG/LK8VQvviF4w1JSt14j1JkPVVnKKfwXAq+fhfr8OPt0+lWJPRZ7+MsfwQsanh+E+vTMPI/0oHvBa3O3/vtogv60AcS93czOWkuJnY9Szkk11+g+HfG0yqdN0KeRGbh57NDn/gTjOPoa7jQPgxdtIh1Dw5NwfmN1rKIhHqFjiLj8SK9q0XwfoWgMslhp6Rz7cGWSRpX+m5yTTA534c6f4vs7SZPElvY2UakGGK1RAz+u/bnpxjvXoHam44pw6UwK7HDGo2fnFPc/MagbmmA2RwTg1UnbcFb0pZmKyYJqrJOBjPTFUBPqF4Ps8MCHkjJFVIIw3zyHCLyaqiRppcLyT1PpU0jM6iGP7g+8fWgC1plx52uxOeAchR+FdZXDafIY9TgdegcD+ldzUS3AKKKKkCOQZxVaV9gJ60mpXYsdOmuSm/yxnbnGeaxpdbs7iEMk6Ln+Fzgiqi1ew+VtXJJpjLJjPFacD7kX6VgRTLJ86Mrj1BzWpYS5UqT0q2tBGmKbLBFOmyWNJF9GGRSqeKdUAOr5r+NfjG1v/ElpBo99exXmmmWCfaDGuSexzk9x0r6H1C8+wWclx5TS7SAEVlUkkgdWIA69Sa+TPi7Naz/ABO1prRAqrKFcjozhQGP50mBwtFFKOtID6M+C/gazvPA0l9qMSyRakZo2jIILJwg59sPj/fNe2BQoCqAAOAB2rC8E6eNL8D6JZf88rKPP1K5P8638imBDMxSMsFLYGcDvXCeOf7P8SWVlpAuGkE848yBUDYQfe3ZGVx2IIINegkVVuLKKU7giiQHO4KMmmNWPmrUvgh4hnu55dGhtjafejWS6GevQEgH8wPqa49/BWtWtzPY39lc2l6DttopIjtuZOMxq/TdtOR64x1xX2BbQSwuoBQQhfu7Tu3Z9c4xj2qLW9EsvEOkT6ZqMXmW8w+jIezKezA8g0mhM+IJYZIZWilRkkQlWVhgqR1BHaum8G+OdY8D6l9o06QSW8mPtFpJny5R/Q+hH/1q7bxx4Nvb/wAPanqd2EfXNBufs17Kgw17bEAxzsP7+Dye+DnkV43SA+0fBfjbSPG2lm6019k6AefauR5kR9/UehrpiM18ReHPEWoeFtZh1TTJjHPE3Iz8si91Ydwa+x/DWv2vinw7Z6vZ8RXMe4rnJRujKfcHNNAaxqvK+BUjsAKozy/WqSAiklIDY9KLeQvIQ3sarTK0yOgJUMpGQec1buLX+z7MXLyMwRR5hx+vFU3YC808cMDSyuFjUZZj2ri9Z1ufUiY4t0dsOi929z/hSajrJ1FxEmVtkPA/vn1NVjtK5xXDWrXfLE76FC3vS3MyRTtyetVJPlNacq5BGKoyJxiudM6rHT+B9S8u5kspG+WUbk/3h1/Su9rxm2uXsL2KeM4aNgw/CvXrO6jvbOK5iOUlUMK7KUrqx5+Jhyyv3LVFFFanMFFFFAHOeL5NmjqnPzzKD+p/pXOQEBQK6Dxjn7BbY6eeM/8AfJrmoj0rjr/Gehhl+7NEHIFOHTPeoozlRTz93rWaLaIJyAOKx7i3N5e2kI/iuFz9Bk/0FaszcGmaTF5niCyGOMyN+Sj/ABrWkryRM9IM7KCERRqo44FLPEcGeGKFrtEKxPIPu5xkZ6gcAkDrirBXDYpQK7Tzj5U8V2Fhp9j4oGq6ef8AhIBq6pFPFxGiMN54HABAOO/PtXm1fWWseHbbUfEHjHTbmIOmraRb3CZHSSPzEyPcEIfxr5NNSAVraPoepa9fJZ6XYzXdw5wFjXOPqegHB5NZNex/s9aq1t4vv9NZ8JeWm4L6vGQR/wCOlqANv4aeAPEFve3tprM8ujiJEYiy8rz5OSBmVQ20Db0BB/r6zb+DtGgfzJYZryZuWkvLh5i/1ycH8RW+ABkim7QM47nPXNUAy0s7WzTZaW0Nun92GMIP0Aqw3PXmmrTmoASo+9SUwjnNABSigUUAVZjgmqwkG7GetT3Xy1lyS7GDdxzVIBL6XbMfYYrKmmUkgngdabe3yLMqNIvnSk7ELAE/Sn2sQd1LheOcUwJraNmXgbc/pUtwvlRbVGO1aEaYUYHA9K5zxDrdtpeUYiS4PIiB5/H0FJtJXY0m3ZGrp1s893GsQxtYMT6AV2Ncr4Gv31HQzcShRIZ3VtvTjGP511Paocrg1Z2FooopCMLxTJ5ehzf7ZVf1rzuQeYm0813PjSXZpkSf35f5CuHUZXNc1Z+8d2GXuGesc1tMZLeV4m/2GxW/o/iW4t7uKO9YPEx2tIRhh/jWZMgwaoiR47iN4/vqwK/UHiphUknozSdOMlqeyQzpIPlNTCoLfLQIXUK+BuA6A96sgV3M80qz29tqljcWl3biW2mVopYpV4deh49DXhPjr4RWZ8aaXLY3Rt7PVrtYGgAJaNghZiGPYheM9zX0DXnvxRkS3uvBt1JnZFr0G4g4xnjrUsD5W1OzksNUvLKVDFJbzvE8ZOdpViCM98YqgK6TxxfWmpeN9avdPkEtrPeSPG6jAYE9R7GubpAfb3hTVLLWvC2m31jKskElugBB+6QACp9CCMVt4r56/Z01yVNY1XQncmCWAXUaE8K6sFbH1DD/AL5r6H60wGjNLmlxRigBKKKXFMDyX4oR6jZ675mkQedNq+i3VpND1EnlgMpx3YKz4r5ePWvsHxBexx/ESwmYr5WjaRdX0+T93fhV/Pa35V8iSv5szuBgMxP5mpAhr6K/Z11Z5tF1jSmYsLeZJ0BPQOCD+q18619Bfs66c8Wna5qZBCyyRwKT32gsf500B7ZNK6j7tUJZmY9KttG8nV8Cqs8iIPLj/Fq0QEcKmS5jX1YCugZQylWAIIwQe9ZGlx77oueiL+praqJbgeb+IdIOk3wkhB+zSnKf7J7iqkLb1r0PVNPj1KwltnxlhlT/AHW7GvNlV7W4kglXa8bFWBrirQs7o9DD1eZWe5NIMe9VHUYJ71bdgwqrKSrGuc60Z1wvHHWu68Ban59nLYSN88R3p/unr+v864edj2FWNB1E6ZrFvcZwgba4/wBk8GtqMrSMMRDmgeyUU1SGUEHIPINOrtPLCiiigDmvGf8AyDLf/ruP/QWrloWzzXUeNP8AkEwf9dx/6C1ctbDKgVx1/jPQwvwGjFytSN0psQ+WnuODWaNJFKUfLmrnh6PdrkLY+5FIfzwKqS+laXhhc6rO39y3UfiWNbUV7xlWfuM6lvviih+MGlrsOA5nxA4sPE/h7UH4hnkl0yY+0yhkz/wOMD/gVfIviXTW0jxNqenshX7PcyRgH0DHH6Yr7I8U6M2veG73T4n2XDoHt5P7kyENG34MBXzJ8UYG1DWoPEcUPljULSOW5j7xTqTHIp+joR+XrSYHnlehfBUyj4p6V5Sk/LLv9l8tsmvPa6TwN4h/4RbxlpmrnJihlxMB3jYbW/QmkB9pnpTGqGfULO201tRmuI47JY/NM7NhdmM5z9K8A8T/ALQOozyyxeHLGG2twcLc3K+ZIw9Qv3V+hzVAfRC+g5ps9xDboXnlSJB1aRgo/M18a6j8SPGWqs32rxFfbW6pFJ5a/kuBXPzX13dZ+0Xc8uevmSFs/maVwPtw+INFCb/7X0/YRkN9qjx/OsLVPib4M0lWNz4gtHZf4ICZW/Ja+Ns0maLgfTd5+0J4WglKW1jqdyP76oiA/wDfRzVYftBaZcgraaNIrAZzd3SRL+mSa+frHRNV1OVYtP027unbgLDCzk/kK9M8NfA7VNUijl1WO+08N95JEiTH47y35oKAO+0z4uW+uXQhlOiWgJwN99JuP0zGAfzrpLrV7Y2lxcJIJFhUs+0HsM45ArnI/gd4Q0q2Msq3t7Koz+/nwM/RQua0NQjSTTZrWJdsUcDRooPAG3AFUthpXPO7jUbjVbo3lwf3jHgDog7AV0Wk6rqUYAW8lx2yd3865a1X99s966iwiworjlJp6M74xTVmbE+q6jJCQ15N0/hbb/KuUuP9YSeSepPeujlXEZ57Vz1yuDms+Zt6mjilsj1H4Yk/8I7Pz/y8t/IV21cX8N4tvhgsRgvcOc+owBXaV1x2R51T4mFFFFUQcj46OLS0/wCuh/lXGxnjFdT4/lIFlEP9pv5CuRjcbea5K3xHoYf+GNuGwOtZwY+cCOoOauXLfKap26mS5VByScCpjuay2PZ7KTzrWKTj50Dce4q2Ko2cBs4IrZjkxoq59eKuqa9BnlDxXB/FiDd4c0y6xkWms2czew8zb/7MK7sGuV+JVu1z8OdcCD54rb7Qv1jYSf8AstSwPmD4maTaaF8Qda06xTy7ZJg6IOih0V8D2BYge1cdXffGF1m+J2p3MfMdwkEqH1BiTFcDSA9P+AzsnxOgA6NaTA/TGf6V9V18qfAh0j+J1srZy9tMq4GeduefTgGvqumAtLSZpM+9FgF6VXvb6306wnvbyZYbaCMySyN0VQMk1NkV478RfHGnzQb7giXQoJMw24ODq1wp4A/6d0PLN0YjAzQByXj7xRLD4dvZ5QYtW8VOsphb71tp6cRIfQt94/U14rWrrWs32varc6pqMxlubhtzt0A9AB2AHAHpWVSAt2dncahfQWdrE0txO4jjjUZLMTgCvsTwf4di8JeE7HRoiGeFN0zj+OVuWP58D2ArzD4K+AZLL/iqtWtykrrtsYnXlVPWTHbI4Htk9xXtDOO9XFANlkIUgd+9UW64qw53ZJqsaoDV0lMRSP6nH+fzrTqpp6bLOP1PzH8at1m9wEri/GWmbHTU4V64SXH6H+n5V2lVru2jvLSW3lGUkUqaiUeZWLpzcJJnl8b7lqObnpS3MEljfS2kv3o2K/X3ppO6uCSs7M9eLurooTE5zVQnBNXblfSs8/eNKLKktD1rwjqf9paFFubMsH7p/wAOh/Kuhry3wLqZstb+zOcRXQ2fRh93+o/GvUq76cuaNzyK0OSbQtFFFWZHMeNjjSof+u4/9BauZsgSBXSeNmzp9snrNn8lP+NYVjHiMVyV/iPQw38MtD5Rg0O+R1pZBhapyS4PJrJGrVxz+9bnhi3MZuJjnMoQjP8AdwcVz1vG+oXkVpCfmkOCR2Hc/lXcWkC291OiDCKERR7Ba6qC6nLiJWXKWZB8tC9BQ/IpqHiug5B3evBviVY6bpvj/wAq9M0ek6vZSJcuYz5dtK7AiRW6Z3ohI4Gc5PJr2qf+0WvYUgEKWYUtNKTmQnPCqOg9Sx/KvCPiFoPiTxzrmo3FjcSX1jpSMZEAKQRuAT5cI5Mr46nHLHA4pMDxaaPyppIwyuFYqGXo2D1FQVp2+i6pd3ZtbbTruW4D7DGkLFg3oRjg1KfDutR6g+ntpF99sRdzQfZ3Lhc4zgDOPfpSAguNX1K7tY7W5v7ma3iUIkTysUUDoAM4rOq2tldOJyttKRb/AOuxGf3fOPm9OeOa7Hw54I8YsTqNlpj2saoW867hUdORtVwSWOOMDJ7UAYtr4L8S3unPqEOi3n2NF3mZ49ikeoLY3fhmtrQ/htNq0KStqQZ2/wCWFhaS3jr/ALzKBGP++6+mNO8IaPHHFc3dr9vvWRTJcX5MzlgOuHyFPsAMV0igKoVRhQMADoKdgPnCx+CF7KFxpt4e++/uordSPdIxI3/jwrqNN+BqQvvmvbO0LfeW2gaYj/gUpI/SvZqbRYDiNO+FWh2SYmutVuxnJSS+kjjP/AEIFdna2sNlaxW1umyGJQqLknAHueamFIaYFHURutZB6g1w+3KsvqCK7q95hb6Vxe3Ezr6E0xo8viTbqTr6GussB8oNc1OPL1u4HpIR+tdJYnCCuKa1PQgXJh8hrnb1cV0knKYrAv0z09KzW5o3dHrXgaIReELDjBYMx98sa6TvXPeCmDeENOIOf3ZH/jxroe9dq2PMl8TFooopknm3jqYtrSx5OI4V/MkmubDHbxWz4rLTeIbsYPDKo+gUVjPBIgJ5H4Vw1X7x6tBWgitcPxVnw1F9q8QWcXUGVc/QHJ/lWdcuwUlhW58PSknieIv1CsV+uP8A9dVS1ZNbSLPV7pdpWQfQ0I2anlQPEynuKowOdg3dRxXctUeYWxzVTVrIalo19YN0ubeSE5/2lK/1q2jhhUgAoA+LvGUsl/Jp9+ccafawPnrvSMof/QDXKV6x4w8NC207xrbqpM2l6xFcqB/DbSh8Y9gXFeT1IHq/7P0yxfEd0bGZbCVF+u5G/kDX1Dmvjj4Yar/Y/wAR9DujwjXAgf8A3ZAUP/oWfwr7JxTQDajmnit4XmmkSOKNSzu7BVUDqST0FZOueJdP8PRoLgyT3c2fs9nbp5k0xH91R2HdjgDua+fPiJ8Q7rW5HtLuWNolbK6bay7oYyO80g/1rD+6vyj1NAHS+PPjDaXUc1npAaexyUL8oLojqM9fL9QOW7kDg+J6tq95rWoNeXsvmSkBRjhVUdFUDhVHYDgVWuLmW5lMkj7ieOmAB6ADgD2FNtrae8uY7a2hkmnkYKkcalmY+gA60gK1e7/Cv4TvL5HiPxHbARjD2llIvLejuD29B36mtf4b/BePSjDrHiWNJb8YeKyOGSA9i/Zm9ug969iINUkBWwRxTSM1YK+opu0Hvj61dwKsgwlVjyauXO0EDdmqqDMoH+0KAOhiG2FB6KKkpBwMUtZAFFFFAHB+O7Dy5oNRQcN+7kPv2P5Z/KuXifPQ16Z4kgjuPD16smMLEXBPYjkV5TbFi464rjxEbO56WEneNuxPccgis11+Y8VsSRZQn0GelZsijfXOmdfQZBK9vNHOhw0bhgR6g5r2+CUSwRyjo6hh+IzXh7j5TxXtWmgjTLUHqIkB/wC+RXZh3ozz8YtmXaKKK6DiOX8ZRlra1fsJsfmP/rVlWigKK2/F7KumQk9fPXH5GsW1YFBXJW+M7qD/AHZJP9w1iXmcYHUmtmbkH0rHvBtbI9azsbJl7wjmPxCFbndA+PzFd0VAuHI7gGuG0RgniGzfoG3IfxU13ZP+kEf7Irro/CcWI+MG6VEpwam7VCRzWxgKwDoyt0YEH6Gq2nabaaUkkVnF5SSSGVhuJ+YgDv7KKsilAoAVVVWLBQCepA5NKcbtwHzYxnviijtmgCrFZ2ls87wWsETzvvmaOMKZG9Wx1PuasDJIzzTW5OKenWgBWRXUq6hgexGRT6O9B6c0ANpp6U6mt0oAAaD0poNLmgCpe/6o1x8gxdv781118f3RrlZx+/B9qpDR5rqqhNduCB1kP862bGQbB9O9Y+uZXxFeIOnmZ/MA1atJtiDNcU9zvhsjcMmFrNuYy2cCrNsWuCcDirktmqxdOayZqjtfh5ced4Vhj7wSPGfzz/Wutrzr4c3YhvdQ05v4gJk/kf6V6LXXB3ijzqqtNhRRRVmZ5j4iUnxVd/7y/wDoIoEKtFggGpvEqGPxRMf7wVv0x/SlhwUrza3xs9ej/DRkXdhEUPyAVQ0hv7K122uVOFSQFvp3/SuhuEBU4rDni+ckU6Tsx1EpKx7MT8hI9KzgCSRjHrTNFujdaFazZ+YxAE+44/pVzaHXcK9OLPIas7EYVk5HIqZJc8HrTUPGDSlAabEZF/4a0nVf7SaazTzdStha3Mo+86DOPbIzkH6V8za/8OJdH8N6ndKZDqGjXxt76I8q8DgGKZfQHOD/AEwa+sVyp56VQ1LRrHVbS+guIEP223+zTNjlk5wD643Ej61LA+L9Ggna8a7gXIsdt1JzyEV1BI9cbh+GT2r7H1nxTo2g6XHqF9eKkM+PIVRuecnkBFHLE57V8o2mm3HhDxq9nqTLaxJJLaTTzRl42iZWRjtGCwKk9DVn/hOdQtraOx0ZS9/GGt11Zt0ly8IOEWINnyRtxwvPvSA634o+N9d1OEwuYtFtpQEGnhwbyWPrmYr9xf8AYJH414xXRaX4W8Q+JtWezsbC4urvdmZj0Q9y7ngfia9u8G/ALT7Ax3nia4F/PwRaRZWFT/tHq/6D60AeOeDvAGveM7oJptsUtVbEl5KCsSfj3PsOa+lPA/w00PwPAHgT7VqbLiS9lX5vcIP4R9OfU12Vta29lbR21rBHBBGNqRxKFVR6ACpCB1p2AaRUZGKkNMqkAwg1E9S/dOOopjMvcU0BRl5ei2XddRD/AGhSyEbjjrT7AZvY/wATTewG7RRRWQCUUVl61qqaRp7ztgyH5Y1/vNQ3YaTbsjA8YaqP+QZA2WbBmI7Dsv8AWudtbUADioYjJc3DTSsWdzuJPc1rRqAtefWnzM9ahT9nGxXuEBiINYdyoXpW7dNgHNc9clppxGgLMxwAO9ZRV2bSdlctaFpcmsavDBg+Up3yN6KOv+FewgBVAHQVheGNDGj6eA4H2iXDSn09F/Ct7tXo04cqPIr1OeXkOooorQxOV8b5GnWxB4FwMj/gJrGsJMxjmt/xpF5mhF8f6uVW/p/WuV0yX5QO9ctb4juw+sLGnKeKzbtdwNaEjZWqUw4NY9TdLQTSZM6rp47+cAa7+Q4u8eq155peF1uzz0E6/wA67+V/9NH5V2UNjixHxFmomHNSA5pGBNbHOMpQaTFIRjmgB/Wlz6U0dKdQAzndT1HNBpoOCeaAJRR2poPFLQAnemtTj1ppoAj70uaQ0mcDNOwFW9OUI9q5ef8A1o+ldJeMTG/5VzkgzKPrTA841zB8U3f+8P8A0EVbt0Rk5H51R1jnxBeODyJSPywKt27b1wOtcc92ehDRI2NO24bA+lacoBjxjtWbpybFA6561pvxEazZau2VvDM32TxpantNuiP4jj+VeuV4rBMbbxHp0wP3blOnucf1r2ntW9F3icmJVpC0UUVqc5wvjOHytVtLkDiSMofqD/8AXqjAfkFdH4ztTNonnqPmt3D/AIdD/OuXspMoOa4a8bTuenhpXp27E0y8VmTxcmtZ/mBxVGdflNZx3NZbHTeELrdoz2+fmilI/A8j+tdDCcZX8a53wnABpMrqPnaY5/ACtz94hDdq9OHwo8qp8bLZUE0AYpFbIBFVri9gth+8cl+0aKWc/wDARz/SmQWZJEhjaSR1SNRlmY4AHqTXkvi7432VlM2l+E7c6xqTfKJUUtCp9scufpx7mtPxL4J1Tx3fs2p315YaMMFbMSAuwH+yvygk92LH0xVrR/h1baVbm1sFTSbZhiRrTD3Uw/252HyjjooFIDwy80HxL4s8QJceI7mRr2dQVgij824ZeSAkS4CqM/eYqvueler+FvhFHDbqb9P7Pt2Hz29vLvuZh6Szj7o/2I8D3Nej6RoWm6FA8Wm2ccG87pHGS8h9Xc5Zj7kmtTOKLAUtN0mw0aySz02zhtbZPuxwoFH/ANc+9XTRuoyKAExQaXiimBETg00mnSDIpgORTQDGPtUTPgYIqyWAFV5GB7U0BUmIzwMVNpozecf3TTJExGznj0qbS1Pnu3YLih7Aa1FFFZgROyohdiAqjJJ7CvMtd1R9a1UshP2eP5Yh7ev41v8AjLW/Kj/s23b944zKQeg7D8a5Wyh5Brnrzt7qO3C0vtsvWkO1elW3OF49Kanyp6VDPLtU5riZ3oo6hPtjOT+ta3gfR/tFw2qXC5SM7YQe7dz+FYNraTa1rEdnDnDNlm7Kvc16zZ2kVjaRW0K7Y41CgV1Yen9pnHi6tlyIs0UUV1nnhRRRQBl67b/atFvIgMnyyw+o5H8q87sXxz2r1SRd8bL6givKrZNkjxHgoxH5HFc9dbM7MK90a4OV61BL3p8fCYpknQ1zHWij5rW8yzIPmjO4fUc12unXRvLC2uz1kQSH8eTXEzL19wRXT+E5RLoFmM52ps/KuvDvc5MStmdQhyoNKTg1FAfkx6VKRkV0HGGKaVoU9qfQBCCQcGnA5pxANIBigBG6Uzd81OeoMncaaAsg5p2aiU8VIDSAU000tITQBGaYxwKeajPJpoChfHZbOe9YQG6Qe3NbOondEVHqKysCNZGJ+6tAHlOoSF9XuXz1mY/qau2hyQM4qjqMZhv5VPUMc1bsTllFcUtz0Y7HTWI+QVdk+5VWxACirMxwprNmiOe1B/LuY5OfkkVuPYg17ijbo1b1ANeEaoS8qoOrNgD617tEMQoD2Ufyrehszlxe6JaKKK3OQrXVulzaywSD5JFKn8a80t43tbiW2l4eJyh/A16n2rg/Fdp9j1aO9UYjuVw3s4/+t/I1hXjeN+x1YSdpcvciXBWqdyuAatQHegNRyQvK4RRlmOAPU1yo7Wb/AIQ3f2dKGBCmUlT68c10GOSKqWVsun2cFuOQi4Y+p7/rV7AIr0oq0Ujypy5pNoiQbX29j0qQIE+6APoMU1lOPcdKkQ7lpkiClpDxRQAZpaSjNABikwaUGloAbkik3040h5oAaSCKTAHFKVzSbSKAEJUDkVG0iKM4FLMp2Zqoys/fAqkgIriYynHYVb0kfNN+FU3TDYq7pZ/1w9CKJbAaVZetarFpGmyXL4LdI1/vN2q/JIkUbSSMFRRlmPQCvKPEeuPrmqYjJFrEdsa+vv8AjWM5cquaUqfPKxWSSW+upLiZi7uxZifWtmGJUQe9U7G3CqCRV5mxz6VwSd2erFW0Fkk2jFZN7cFsRpksTgAdzT726CggHmuj8KeHWUpqd8n7w8wxsPuj+8ff0op03Niq1VTjc1PCuhf2TZebMv8ApcwBk/2R2Wukopa9BJJWR5EpOTuwooopiCiiigBO1eYajGbbxBeR9hKSPx5/rXp9ef8Ai63MGvx3AHyzRg/iOKxrK8TowztOxFHz9KbIMHFLbndGPYUsi5Fch3rcozDpWl8P5/N0crn7k8i/+PGs644C8d6m+GzZtb5P7l3IP1rqw27ObE/Cd/Hwx96mqEetSA10s4RGGDkU4HIoPNMHynHagCTNJR2pp+tACNUB+9UxqA/epoCZelPBqNOlSUgFpD0paQ0ARtUbdCakaoz3pgZNwxOfrVG9j8qxOfvOcVq+UPMJYjrWVrMmZUjB4AzVAeZeIoTFfluzgEfhxUenn5lrW8UwYiik7hiPwNYlg2JBXHVVmd9J3SOws+UHrUtwcRmorMkxg029ciM/SsGbowZP32s2seR806D82Fe9gYFeC6epn8Q6eO7XMf8A6EK977V0UdjjxXxIWiiitjlErH1/Tv7S0maNR+9Ub4z/ALQ/zitiik1dWY4tp3R5tpr74ucg1uaRZma+ExX5Y+c+9VIdNaPxDeWicJv3j2U8/wBa6y1iSGMKgAUdKwpUne76HZVrK1l1FOCCDT1bHBpGQZoxjpXWcRLjNRnMbZ7HrSq3Y0/GRSAUEEUYqIZQ8dKlBzzSsAlFLxSE0AFGabzSbT60wH5FJxTMH1pduaAH8UhIFGMVBI/OAaAEncsNq9TVZ1KqRmp8Y5qNlJUsRgCqQFZVyc1c0v7sx/2qrIMQMe/rWFruuyaLo7rACJ7htqv/AHRjk/WlJ6Dim3ZGf458S7mbSbN/lB/fsD1P93/GuX06EuwY1lxlp5yWJJJya6awiCICa4akrnpUoKKsX4xsQCqt5dCNetSXMwijBz1q/wCG/Dp1aUX9+p+yqf3cZ/5aH1Pt/OsowcnZGk5qC5mL4Y8NtfyLqN+n7kHMUbD759T7fzr0PoKaAFAAGAOABTjXdCCirI8ypUdSV2LRRRVGYUUUUAFFFFABXK+NbQy6bDdKOYJOT/snj+eK6mqWpWovdNuLY/8ALSMqPr2/WpkrpoqEuWSZwFk/yDnirbjisuxcrlXBBU4I9DWpkFRXCepcz7oEdqk+Hi+Xc6zF/dvCfzANOu1zGPaoPBsvkeLtTtjwJ4o5198fKf6Vvh371jHEr3LnoueKXPFLgEU3Fdh544OO9KeeaZszQCRwaAHZFJ+NFFIBGNRgDNPNM4z70wHin96avWnUmAtIaUUhHvQAxqrtnJqdvrULZqgIfL5yegrn7477uRuwOBWzeXBjTaDyaxpfnZie9MEc14mg36axA5U5rj7RsSLXqsWnR6jMbSVQRLDIAD644P515TEpjuGjbhlYg/hXNWWp10H0OvsXPlCi/bMRHeoLBiYwMe1WbiLKkmuRnYkZnh2MSeLdKjbp9oBP6n+le6dq8Q8J4k8cafnnEhP/AI6a9v7V1UfhODE/GFFFFanOFFFFAGe1qE1OS54zJEqfkT/iKlj4OKWRszcdBxSjrmqWiC9xzUnFO601hjpQAjDHNKH9aUHIpdooAMg0DFJ5YPTijaR3oAdmjGaQGloANtBFLmikAmPal6UEgc1G0go3ASV+oHWo1jA5NJuJPyjrTwhP3jxVAJ14HQVBO5PyKKmdsDatNiiH3zTQFedfKtQvc1xvjWHfpMLgcrKB+YNdfevucKOgrA8Txb9BkP8AdZW/Wpn8DLp/GjgrK2wwPNbaP5aDnis+1O361r6dpk2tXQgi+SJeZZMfdH+NefZt2R6l1FXZa0bRW168WSQMtlEfnb++f7o/rXokcaRRrHGoVFGAoGABUNnZw2FrHbwJtjjGAP6n3q0Oa64QUVY82rUdR36DqKKKsyCiiigAooooAKKKKACiiigDzfWLf7Hr91HjCyN5q/Ruf55p8bfKPetXxpb4e0vAOQTG38x/WsWElk61xVFabPSoy5oIdOoMTeuKyLKX7H4z0qfoswe3Y/X5h+ua2HIK4rn9Z3QxxXS8NbTJOP8AgJ5/QmnSdpodRXg0etqeKWq0M6yW0coPDqGH4ipBMOh4rvseYS01sU3eDTSPeiwD85oH0popRwaAA4qPjPWnkE03aaYDlqSo1yKdmkA7NNLCgnjFJigBuc54qGdxGhY1OxAFZWpTfJtz1poDPnlMrk/lTY4i5yafDCX5NWHxDCTTAbpP/IwRjPCxsB+VeaeJbL+z/GV/Dt2q0xdR7NyP516BZTeVqkM3YSqCfrx/Wuf+J1l5Ov2N8owJotjH3U/4EflWNZaG1F2kZ+nj5cVoXC/uT9KoaaNy1fuT+6PHauFnpFDwGhfxxb5GdqSN9OK9nryH4cR7/GM7nP7uBsfiRXr1ddP4TzcR8YtFFFaGIUhOAT6UtQ3DYiI9aEBXT5mLHqalxxUMZqcdKtghVNKRkU0jmlBpANII6UoY96fSFc0AGTRk0gOOtOoATmjtS0UAJzRupabgUAB5703ap7UHjpSYJoAcABQTgUdBUZG489KAEGCfWnyEJETTlUKKq3L7vlFPcCk+Xck1Q1yPdotyCM/uzWntCmqOsqz6ZOqgljGQB6mnLZlR+JHB6bYXGo3qWtumZGPJ7KPU+1ep6TpcOl2K20XOOWc9Wb1qp4d0SPRrIBlBupADK/v6D2Fbgrnpw5dXua163O7LYWiiitDAKKKKACiiigAooooAKKKKACiiigDG8RWv2rQ7lQMsg8xfqOf8a4m2b5Rz2r0p0V0ZGGVIwR7V5w0Jt5WjPLRuUP4GueutmdmFlo0TOMDNZ+oWyzQPG33XUqfoa0c7l96rzAeWc1h5nWkdF4SvlvdCgikx58C+U4914zW4Yga4vwysa6jLEXKvJ8wweuK7RQy8Mdw9a9GEuaKZ5dSPLJoYYcUBD61MD60hXPSquZjAMCjmggik3EdRQFxd3FKGFM304MtAXHZ5pe1NDLSbxQO4/NIWwKYXFRvMqjrRYVxJZABWVdDzJ0GKsySZ+Y9O1U5JucjrTAmyEUAYFVbgGTAzxSbncnrThA7YzxTAz7wiGEbeocNx7c1P8Srb7T4dtrtRkwTK2fZhj+eKj1FAHROpNa+t2p1HwHNHjc/2UOPqoB/pWdTU0g7NM8/0o/IMVfuyBESelZ+kkMiHsVFXr4/uTmvPZ6qLHwwizreqTf3Ywn/j3/1q9Srzr4WLldXk9ZkH6GvRa7IfCjzKzvNhRRRVGQVWl+ZWJ9Ks1VlYKfLyNxGQM8kU0BHEOKlpIwAop+3NUwCm04KaCD6UgCgNSCgigB2QaMUzFGT3oAfikwaAaM0AGDS8UmRRQAvFIaT8aD0oAMZowBSZNNOe9ABI+BxVdh8pNSkZNNfGKpAViMtgVFcBd6hhkZGR+NWVGZM1VuTmRsVQG/RUUDiSCNwchlBqWsQCiiigAooooAKKKKACiiigAooooAKKKKAGgcCuF1iIWuuTqRhJQJV/Hr+oNd3XMeLbQPbQ3YHzRtsbHof/AK/86zqK8TahK0/UwCw24HSoJmBTP6VKFxH16daY0O4ZrjZ6cbGPfNJCFmRnR43DBkbBBHvXoGk6pJcQxCdTl1BVz3+vvXHzxpIhWRSV6GrkWoX9tpf2W2S3mAH7tpg2R9cEZrooVVFWkc2IoudnE7o5xnBpQayvD+py31kq3Kql0g+dVOR9R7Vs4HpXUmmcEouLsxnBphGKl2ik2A07iIGx3FNwGOAasGL3NN8ojpincRF5ZHfNG3aMk1IQyj7pNVpfNc7QrAUCI3kJJAxULMfWpPs8mMBDR9jc8cDimBQlZpG2rzUkdkcAtV+KzEY7E9c08rj8KdxlXykiQnHNR7gELYp7q8jbRgDOOtV77csYQOAD1pAZUz+fdM56KCfyFddZwiXQ4IWGA9uFI+q1y6QKkE74zhMZPua6vS/M/sy38z72wfl2/SpkV0PKNMiMUjRf88yV/I4qbV22WzMT2xU9syHUr8gBQJ3/AA5NZ+suGjbngVwS3PWhqrnRfCh91pqg7+ahz+Br0avMvhUr+ZqhB/djYD9ef6V6bXVH4UeZV+NhRRRVGYV534vurp/EEXl70t4I8LNG2CHzyPbtXfuSEYggHBwTXmd9JNJctJHM5Ysd2MN+DKfvD3HNb4de9cyq7WLdt4j1e3XInguUB4WYc4/3hz+ea0YvH9nEQNSs57X1dP3ifpz+lcvNLboPmitQ+MkktGevpVIyWkshR4V28/MLmul06cuhkpTieoad4j0XVVLWWpW0pHVd4DD6g8itbhhkcj1FeKXItmgFrAkUaLJvwuGye5JPU/yq7avcQxbLO8urbC4XZMePTg8Vl9WvqmX7dLc9eGKMD0rySLxB4ltwAurs5HB86NWzUsfj7xJbkB4rG5HPVCmfyNS8LU6DVeB6sVHpTdorzaP4pXcKsbvQ1JXvFcYz9Nwq/Y/FTR7qFpZLK/iVCA7CMOF+uDn9Kh0ai3RaqRfU7nbRtrm4fiB4XmiWT+1Y41Y7R5qOnPpyK1YNf0i5/wBTqlm/sJ1z/Oo5ZLoVdF7YaTa3vQk0Un+rkRvowNSjn3pDIdpp3apMUlFwI6YzegqfFRnrQBGAx7GmspPQVNSHHXp9adwIfLI5JqnIgDH60681aws1Jnu4lAGSA2T+Q5rm7jxlYyGRbOOSYr/E42r/AI1WqV2C1fKtzrdJZm02LeMEFh+RNaFZuh3LXmi2dw4AaSIMQo45rSNZA9xaKKKACiiigAooooAKKKKACs+71nS9OnhhvtStLWac4ijnnVGkP+yCefwr5Q/4Xb8Q/wDoYf8AySt//jdUl+LHjZdQuL8a0PtVxEsMkptICSiliFHycDLt09aAPsDUb630rTbrULl9lvbRNNK3oqjJ/QVR0zUdSuIHn1PTVsE2eaiJOZnC4yQ4CABvZS319flC++LnjnUrCaxu9b8y2mTZIn2SBdy+mQgNMtfit4ysriee11SGGa4cvO8dhbqZWJzliI/mPXr60AfVmn+IheWN7qM+n39paQTFIfNtpPNnjCr84i27xliwAxkhc98DI1fxBPceFYZ30iW3ur+WRIre5fyvKRN7ebKxH7seXHuIwSMheTXzdbfF/wAd2jXDQa6VNxL5spNrAdzYAzynHCjgcVWk+J/jKbSJtKfWmNlOrrJGIIgWDks3zBc8knv3oauNOzue8yXlysdjFBDb3V7dzPCiQ3B8pSgLOWcqCqqBk5XPIwDkVNNc3cUdrDBawXN9czmBUiuD5SMql2LOVyqhRnlc8jAORXzxZ/EDxRYW1tb22p7I7bzDHm3iZgXBDksVyxOTyST+Qp0HxE8WWtrc28GsyIlzI8spEabyzKFY7tu4cADgjGOKxdI3WIaPf7q5uESzghtre5vrqZ4ESK4PlKyAs5ZyoIVQMnK55GAcirdusqQBpfILhijeRIXUMMZGSAehB5A6ivnS0+Ifimyt7eC31TaluZGjJt4mbMgIclipLE5PJJ/SnWvxG8V2cUscGrELNM08m63iYs5CgnJUnoqjHQYFJ0botYl6XPo/7TLC4Kuy8YJU4P51M13q4jL2esyg4yFnRJF/kD+tfNrfEzxe/wB7V8/9u0X/AMRSD4k+LgpUaucHqPs8X/xNChNbMHWpvdHpUnxy8SaTql1YX+nadeeQ5Xem6LI/Amtuy/aF0t9ov9CvIT3aGVZB+Rwa+ervUry+uZLm5m3yyHLNtAyfoBUHnyf3v0Fbpu2pyytfQ+sLL41+CLwhX1Ga1J/5+bdlA/EZrpbPxn4Z1FA1pr2myA9B9oVT+TEGvirz5P736CmmRj1x+Qp3Efd0csVwu6GRJVPeNgw/Sgxtn7r/AJGvhaO8uYTmOeRD/ssRVj+29VAx/ad5j/rs3+NO4tT7e8tvvOCo96jM9umWaWJR/tOBXw/JqF7MSZLud8/3pCakVnZQS7nI/vGncD7XfVNNgX97qFmh/wBu4QfzNVJNa0vGf7TsACeP9Kj/APiq+M/rk/WkJDDBUYouB9hP4i0S1QtLrWmrjP8Ay9x/41yWq/FLwfYuxfVftcg/5Z2kZf8AXgV80FEP/wCqk2getHMB654h+NlzdWk1roen/ZRJj/SJ2DyAeyjgfjXufg2+efwFo15cOZJPsEbysSSSwTnJPfINfGccTSyLFEpLyEKoHJJPAFfXGt3f9laFp3h+FiZjbojnGCI1AH4ZIx+BqJS6lxi5OyOdtFdoZpz1nkMmT7nNUNXAa03cgA81tyEJCOBwOlY+rDzLbaMCuN7nrR2sdR8KoNmkX0/H7ycL09B/9evQRXAfC+YHTtQt/wDnnOG/Mf8A1q78V1R2R5dX42FFFFUZlHVJvs+nTydwuPz4rza8khSdnYMCevpXceKbgQ6eibsGR/zwM1wjCOUlXxz6967cMtLnNWetiP5JwEE746EMarvpYbLIAT6jFTfZWjcleR2U/wCNRJKEOxgOOua6l5GHqMSN4M/ugR3I61ZjeFxgvsJHRhion4VSDkEdKZIyMoVhxj16UxE8tucA7Qy+oxVB7YsG2+pNTkSxHMbkpjpnHFSG62oRJg7uORg+tUhMyzIkUcgmi8xOO/INJZRILee6iUK4fEeB8rgdQQe1SzFIo5AwBDH+IZAq74dKxaS+zdmQs53JuHB54zz0ok7Dic9qUcX2yzhS2+Qb5vKlw2Aflxx2yvFWYdOS6ky1qkSDqQMCnRMZPFl0NwjEMaRZXjB2ox/VjWuUOWQEn61ELWuOd72M5NHijZjDKUx/EDjmryQagqKIdTu0wOguG/xqYwgR5J59BSDzCxPG3FNpME2CXerwMNms3557ylv51Yh1zxM84SLVZgg6s6I39KgjdyCxToPxxU0D7QDsKA8DmodOPYanLuak3ibWYMBr1Pm6ExDNY+q+MPELSqun6rGJCvzQeUm/PYjPXPpUt2iXMQIHIrAe3ZSy7g0ZOcH8v5VHsovVItVHs2dOfEGoS2od72UEAByx2YOOT2qF7qOdA/ntOhHLM5NYMe/cwVnKnqpG4Z3DsewXNakUhjTbDFEU74sev4etLlUSruRR1W6MNk/2QGQsQVEa7iR6ADmooZJ40YXEXlSSoGVG++Bnv6H29q0He/dAqRyQRdW3lYVH/fPzVhz3ER1WOKI/M4KkgEKSAOmee9Y1namzfDRvViezeE8jwtpu7qYFP51uVjeGCv8AwjlgFLHbCFO7rkcGtmuNbGs/iYtFFFMkKKKKACiiigAooooA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKtI3yL9Kq1YXOwfSmgHbqTcTQBTuKYCUUuRSHpQBq+F4WufFujwqMl76EY/wCBivpG+kN/4r1GdicRSeQg9Agwf1yfxrwj4VR+d8TdAXAIFwSQfZWOa9waQrqGqyt1N3L0/wB41jU2OjDK8mLcnKt3xWbd8xkdeKtLMJCRVe8+5xXM9T0LWNv4YybLzVIOMkI/8x/WvSq8o+Hb+V4puFz/AK23PH0INerV1Q+FHmV1abFoooqzI47xtuElm2TtAfj8q5E7fPKudpHQetdx4uhlntLYQx72DEnkDjHvXHSaXeScNDn6sP8AGu+hJciuctVPmIvMeErgb0PVW/pSeZbXIxu2uT0epxp+oqu0Q5C9iy/40jaPcuqq9sy+6uv+Nbc0e5lyvsVbi1eNiVXI7EY9KquCSd/HHpWmNM1KBgkaZU9FLgj9TTbjTryaLBgAfpkMP8apTj3E4vsZ29txAwwIHT1oMuUAbBXr8w9qtf2Re7si3PT++v8AjVefSNQdCvkHjH8a/wCNPmj3Fyy7DgscllJhM7s8EZxxUmi25fTGVgxKNIFycEcdRRFpupJEBGChPYlSOn1q7o9hdxrcgw7QWOcMMAnPQZ+lRKS7lRi+xyJjlbXdVeIZK3cgPHYJCP61t7HU9SOAelOsdIv4vE+ok237qSYuDvXusfbPsa07/TblZSyQnJH94cfrRCaSSuOcW3cotIRC2Hzg8Y7Ug80ImHyT14p40vUBEQ0R2dR8y56/Wpk0+9VN3lMSO25f8avmj3I5ZdhiK7OPlGMY5FSBjlVKgjH8JqeO0ufJA8hsZ5O8Z/nVqPS/M2qIXUjqNwx/Ooco9ylFmZK8aRgYP55qhMsZAJBzgnmukbQ94AKMAOgyP8ajfQFYcxHj3H+NJTiuo+WRzohU4KqAoHUCpROYYigkIP8AeJrZ/wCEXcn90Dk9mIwP1qufCd3JJuYqR/vUOcX1Dll2MtYRcYTzySeW+npVm20uGfUY7S9QrZzsGjuUI3wSgY/FSMflWivhaeD+M/QEVastBu5dRt7eTCxF95bcCcDk1lUcJRabNKfNGSaO20rThpmnRWnmmQR5+cjBPOa0KQDAAHalrgOptt3YtFFFABRRRQAUUUUAFFFFAH//2Q==", "path": "003617.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003618
Men Tshirts
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", "path": "003618.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003619
Men Tshirts
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", "path": "003619.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003620
Men Tshirts
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", "path": "003620.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003621
Men Tshirts
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", "path": "003621.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003622
Men Tshirts
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", "path": "003622.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003623
Men Tshirts
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", "path": "003623.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003624
Men Tshirts
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", "path": "003624.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003625
Men Tshirts
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", "path": "003625.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003626
Men Tshirts
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", "path": "003626.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003627
Men Tshirts
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", "path": "003627.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003628
Men Tshirts
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"path": "003628.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003629
Men Tshirts
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WkPLvKd7ufUsa6uG0B5bJJ+9k5J/GrgjVVwBS53sjZU0lrqzz64s/LmCAYGQOlW9f+0w6MHhiV44XXG4ZH41o6yiR3IwO+alvri0bw/dQ3hxDJH0H97tj8ahuxcNGQeHpr+/j/wBLRPIb5dqDA/KuZ1YBfGvh5Qc+VI6Z9QGbFdt4d0y50/QLfODdSRhlQ9EB7muP8Qxrb+ONDhHLQ7Q59SxOf51VJ3mhV5L2bR044UD04opBz9Oopa9FnkIa/wB2mU9/u0ygAooooAKKKKACiiigAphU8mn0HoaAIqKKKACiiigAooooAKKKKpOwDH602pCoJpCoxVAMoooqWzMKKKKkAooooNAoopR1FABg+lOTpTqKACiiigAooooAKKKKACpAB6VHUvagAooooAKKKKACiiigBV61JgChIJD8wQsB6c1fttOaQFpXCKOx71lKtCKuVGnOTtYz8jOMjNGR6itsw2NvHnanHdj1rOk1fSlwhMO4dcHpWX1pP4UdkcE2rtkUULSH0AGeeKx7zxFZ6XA128iEo5QJuG5sdwKqeNvF9va6E4spFMsh8tDGeQT1rlvCHhi31eGLU9SukukB3JaqxIB9X759q0py5736mWIUKHLy/Edza/FDQpYmE1yYiq5yy9fpiuX8XfEpr7SpbXSY7mGOZhG10y7Bg9dp656Uni7QrPUJxBY6awuQSZZkG1ETHc+uak8E+HR4j8Ha1ol/gSxXAEMzDmNtuQc+nFZyowg72Gq1Sd43OStdMaSFXLmVVyAIz8v6UzUIbs27wNYlowcoTwEPtU/hVLvQfGqaLqqNGk0nkSK3RSejD617FDoFu6GORA4Bx06CiXuvQcE6kfe3PItFTUdXiSKQbUhby2VVCnjpXsOiaYtpZxHywHwOe9Zmk6JBZeMdThjiHlm0glf0V+R+orrFwMgAADpWNR30OinT5Rjt5I4GfpTWcKpLNgY9ac+ASSQPbPNZ9xIcHPSoRsY2sOZbmNGOFJBLd+KLeMXUMKyqCNwIDDpzxVaWQXMjuc5DHGapPe7UkRiVJHDA9D2oauJux6PEfIjZpQQMcszdq8x10b/GFvd8FGkUg/Q1sabd3dxYqJrh5F6EGs7VIgDFMw5janTVpGdeL5NDoWGD0wOw9BSUiv5kaOOcqOaWvRTvqeYHWmOMEU+msCTTEMop2w0hUgZoASiiigAooooAKD0NFFADFHPIp2B6UtFACYHpRgegpaRvu0ANbHGKbRRQAUUUU0rgFFFFWS5CYHpRgelLRUtWJIyOTxSVL2qKpAKKKcoBzmg0G08L0OaXaPSloAKKKKACiiigAopygHrTto9KAI6VRmn7R6UAAdKAE2e9OoooAKKKKACiiigByrmpILdriZYlzuJ59AKZHkkKFyScAVv6fYtAG84Dcw/IVjVq8uhvQpc8tR8csFjCAw2ovVz0/Gnf2pYtFvWWFgQcFXBzS3em211CySnIbg84rzLxb4O1DTbaS50WZmQn95HJwyD1WuNRu7HoWitzvtSsLbVbB9jEMRwY/lYV5hqPh/UNOvnS4DJCybxcn7rj0Hv2qLwv4o1zSb2C1ki+1JK2xRnJzXba7q8s8MdrJbKBIcg7s7cdeKvktuJ8smk3Y4iHwat9CZbjcD0CE48seh9/epPCMMfhrWZrS5dhbXZK20xPyMw6pnoG9M9a6eW9WHT3duqqST68VNb6db3WgpaXcQljlUM64/i67vr71pRb57GGNjGEYuJo/I0ZQkOCME9iKueHLOKCfUTGNvmurPgdSBiubj07V7E+XYajBPbdoryM7l+jr1/Gum8MQ3EH2iS8uknllOWEabETHZRzn6k5rSvsc2Gb9oVfEvhbTtYgV5UKXkbAxXSj51I5HPeqEcviixZY5rnT54RjbO9sS+PfBwTXWz3McUh3lQvvWBrPiDSobaSL7REz8gIjc7uw/OuZzk9z0FCK2L+lJFDFI3mvPdTEPPNJwWPQYH8Ix2FaGMc+tZ1kAtlbOxCSvEpZD1Bqz9qHQ9qkpaCzxq3zHr2PpWbdSBCw64FWp7wCsO8ulMchY7WzgYrO7uDMy4kCMVXpknNYV+580bWOKuXl0qRB9xPGW96xFu1upVVf4jkfStUjKTZ2OhvmMbhgFc4qzfW+8MCPlIqjpBIAGenArflQPGB7VEXqbXurMzdLkLQeS3WPgfSr1Z6g2txvVeDw30q59otifluIwOwPWu6FRcqucM8PNybgrklFSxpA43G449krQttIS6B8q5yQO6VaqQvuZvCVkrsyqQjIxUs8TW07o/O046YqOr5k9jn1TsyNlxSVIQD1pjDB4oGJRRRQAUUUUAFFFFABSEZGKWkbgUAMYYpKUknrSUAFFFFO4BRRRRdkPcKKKKLsQ0tzjFMqTaPSkYADikAgUg9KfRRQaBRRRQAUUUUAFFFKBk4oAVSB1p/WmbPenAYGKAFooooAKKKKACiiigApygqcnpQF6HNPxmlJu1kFrvXY0tNt1TddSsFRR371ia/4qt41MVnK7SZ6QqSR9eK62zQNYKoyvHJBrkPFOo2VkjWzTqJCehcGvPk7u56tCKirIyf+Eq1W3WIF0YvySV5/St/TvFFnfqEutsMnQiQ4B9cVwGWuJCwDBDwT0J/Cp/8AhHpLq5he4OfmHA4CqKkttrVHV3+naLD4htZrRo45XBJjRgVJI4NJcfvL6Xv5KrH9D6VHbaNEuDtIdTlWHY9qntLYxl0lB80N98/8tD6k9zW3MuWwo0YupzsybuA3VzBar96SQA/TvXTJyoIGFP3R6Dp/SsW0Td4gOT/q0J+hPStteVHGOOnpW+G0VzgxmtQNwzjNPWZ4DvjI3Y79Kj285zTu4z09K2aUtGYqTi7o4LxjrWoCdrZQQ2RuZGwAD2qlpceDDO0ZLKeuc11HiW02Q/b44RIUxvB/nWUF1K/8nyUt7dTy2zk1yTg4vyO6lNzW92aF5rrSkHfsRFAznFO0bxAJdQWB5Q4PYmks/D9kbhXnd5ZOdxdup+lGt6bZxW5khjCyqeGXisZbmrVtza1O4+zv1ym3g1iXd2ohJBDEds1mf2rNKgEj/dGBnvWXc3rPduBgKw7dqEmPmViHULsmVyGzHj8qNLQI4fvIP0rJZ2luTExxzlvpWxZENKMDAHAq2nYzeux2WlKVFb8IBAzWFpTBgK6CBPlzmuV7nVFaFWeDMhOKw9V0meKQahZsSR/rIj391966oxA9aktrNpp/LiGc8nI6e5q4tbDclHVmP4aWfVSUUEKv3zjp7fWu4ihWzg8qMfL6nqada28Nhb+Vbxqi9WIHLH1NIys7DnitzKdWVSWuxj6vC0sXnoMsvDewrHrsWtlZHRujDHSuQmRoJGSRSMHGcda6qclY4cTH3uZEb9qZTmOabWhzBRRRQIKKKKACiiigAoOBRSEZGKCGmNYg4xTaUjFJQCYdaUgjrTguCDmlYZoKuiOinbPem96CWFFFIWwaBC9qip+/2plAEtFFFBoFFFFABRRRQADrUgUCmAHI4qSgAooooAKKKKACiiigApygEc0J1p9ABSE4HFLSN0pdSjpLACSzVXAIx0NYPiDQ7eaEyQ20SyZzuCjJraspNtomPSn3LBoxnHNec9z1aJwNlZCa4UsqgoCuMd66q20naxJUFQoxn361VgtF+1uw6A5NdDZvujjJ/uAH9ahSuW42Kf2REjJVcEdKwdWcxowU4HUexrpLudVyuRXF6vcNMSg5ydvFWld2J+dhugwyPJdXb9HIjX3weT+dblQWduLS1jgHRBg/Wp674R5Y2PLqy5pNhRRRVmYyVFkjdX5RlwwPpXG6jHd6XusoJiuxfMRgOXU9q7Wue8VQFobecKcBirEdh2rKqro2oy5WZ/hn7RJK7TnIIyGJyatardIyGIJwSdxJrNivY7e3kC8OyBSOmMVhXupNI6qG+UctXJytnY5q1mF9NHHKAsgGPTmst71VjLSHDFsYqpdXpkn+VepwBTo7N8hpjnH3R6Voo2JRNbhwvJzuPXHNdDpNsSQGrLtoORx9K6rSLQlgTmpnOyNIQuzotMRVXAA9K24gAnFULOILirmGLKiAlicBfWuXVs6dEieOOSaZY4xyep9BXR2lrHaxYTliPmb1qHTrAWce6T5p35cjoPYVakHAA7V0Qio7mE5cw1/u00MV6UmN3FPWMdzVEihiRkrn3qpNDHdjaAAAcs2Acn0q25AAjU4Y9/SkRkGYlKlgMkdxTTaDRrUyLjQIZTuhd4z/AHW5zWZc6Le24z5e8dtnJrrM46Dmq6QW9okkwZlzyxdjgVSm0YyoQbuca6FDhkZT6EU2uya3tL6BH2pMrchge3tWZcaCqkvBL16I44H0rdVLmEqEl8OpgUVantp7Y/v0K+h6ioTjFaXRg7p2ZHRRRQAUUUUAIQD1o2ilooJ5QooooDlGsxBplOf71NoJCkIB60tFADdoplS01vu0AOooooNAooooAKKKKAHhhwKdUVPViTigB1FFFABRRRQAUUU/YKAETrT6QKBS0AFHY0Uox3oGX7KciLYc5BxViYsyDBqtZxHyyw7mp/MEZO8r+Jrz6iSk0j1sN70U2QbljRiBhj1qS2usIAGAx1rOurtSTtYZ9MVn/aDGhZWOT61z69DdK+he1S+2oTn8aytOt/tdwbqQHYp+XPQn1qKFJNRujGSdg5Y9vp9a3URY41RAFVRgAV20ad9ZHFiqsFHkQoHJbuetLRRXWear21CiiigYVHNCs8LRSKGRuoNSUUDOSu/A6SzAwX8iRDgJIu7FMg+HtisvmXF7PN/sBQq/zrrycCpI4XbkjCDkt2FQ+WCuyoqdSfKjzvxb4ZtrTSlTTrUo6fMCnJxXn8N7NHN5c24MDyDwa9W+IOqNp2h2ktpJtmluBtYdwvb6ZqjceHLTx5o0OrWMYtNSdTgcbJGXqD6Z7Vhe+p6fsWo2W6MjSlSZEY/rXZ6ZbjjBGK43QbG5ExtJY3S5jfY8ZXBDDt/9evQLeG30SPzLtxJOR8sa9vrXPV7G1Knzbbmva2plYqu3AGWJ6AVv2Fnb243h0lb+8TnHsK88vvEWo3CmK3UxR4+7EuKztN0rxJcTm5hvJrXnI8tiM/X1qYaGk8NJrV2PY2YAjvkUzqa5Szu/ElqgWb7HfHuWBib8xkE/hWrHq9xgedpd0h7hGRv6itr3OX2bjobKoM1FPOIQgUZd22qMc/8A6qz/AO2pSPk0m7bPGWaMD/0M1NbxySXMt3MzB5FChN2Qi+g4oItLqWowVyW5Zvvf/WqCG0gtneSNMPIcuxOST/hVgcDFQ3UMlxbSRRSmJ3GA4XJH4UDJc84pskayo0cih0bqpplrbva2scLyvKVGN79TU1ADRGkSJGi7VXheaaynuaqXkeoteW32WeKO3U7pUfq3tVxicAEduT70+ZgnYglaMbUkMf7zgK5xn6VjX2lqMvbDGT90/wAhWreWFvfoizpko25GBwVPtT5AqIdzYzz71cJ23B041N0cewKsVYYI6ikrcvLOO5iWWM/PznjGaxGBViCCCOoNdEZcyucFajKm79BKKKKoyQUUUUAFFFIxxQJuw1/vU2lJyaSggKKKKACkIyMUtFABRRRQW2FFFOCnINAK4mD6U5RxyKdRQMTA9BS4HpRRQAUUUUAFFAGTinqCKABRxyKdRRQFwooooAKdHH5sqp6mm1a09d11nHCdaio7RKgm5pI1VtxHGFBHA7VRuEZBkyHnsRWipJXntVK/I8sGvPPWpaHN3b7CV37j9KyprlgGAPIBNX7twXZwDj9aq2VsLnUFVx8ifvH+npVU48zLlNRjzGtplqbe0AkyJpP3jeg9BV6gHIz680V6EYqKPFcnLcKKKKYm0goopUBc8Aj61FSagtTbD4aVZXQ5Y3KlhgAdSacLd2G4MpB54NSHyjEwmKrEo3OxHapUTBVUAx/CB6VzOvOWx6UMDSt7z1ItiRRlxE8rDkIACT+dWN8DALICGC5MaDdj24GP1qxCieaI3BL7N/HQDOPzqyYt6FQQnGMgdqlylL4i+WnDSB5x4t0C68TkzkPa29qQlvGwALZ++5Hb0FbGjeHYtLea2gVhFK6Spg4Ckenaupi0yKO2MIDFM9WOeTz1qzHbKoSQ7QQMcnAqdTX2sEtjFu9Phl1L7Tbwg3rIA8w4P/66rDQ1kkJbMz5+Yk8A/wBa1L+5kigY2tu8qbsMUHLH2NaltGPs0f7oJlQSCeQaFG+5Ma/KtDA/sFhHi38pJDwXdeQPUD1rbt7NY4kXHIHJI6n1qztK89hVaDU7a41CayjYtNEu5uOMfX8arlS2MJ15yZP5ShTkZPbiqVmuofbJxeLGLbP7naOf0rSprOqKzMcKvLE9B9aCLt6i7VznaM/SormSSG3kljjaVkXIjUcsadDPFcRCWGRXQnAZTwakoAgs5JpbOKS4h8mZhlo85281McEEHvxSPIke3c6LuO0ZYDJ9KdQBSuL+SHULa1jtJJRIQzyc7UHTGelXA+OCBn2oYgDLZ49qhizuyRjmgLExIKkg1Hk/dz+FQXrzJaSC0UNPg7FboTVfT5ruPTo2vlAuSWUAAfdzwTQNLUuSTLH8oGXPaoFXc5LkZznk0BQBuYkueaoztqKa1a+UQbF4yJAQMZx60Fl+WJJQAQSQcgqcGse+s0liM8MgkwSCV55HWtfOPf2qsltHBczTouGmwXXPy5x2Haqg7Mcoc6szm8jOO/pRVvULXyZwygYbkVUrrTT2PIqR5ZOIUUUUzEKY54FOIyKYQRQXESiiigl7hRRRQIKKKKACiiigaHBcin01Pu06grmCiiigadwooooAKKKKAFBwc09WzUdOTvQA+iiigm2oUUUU0rlN2CtjTIdkbORy1ZaoGwO54rft02QKp64rlryWx04eDUuYc4wprI1Enaea1piQh7VgX7sWILHGa5TvjroYc52t9OataRERbNK335G5PqO1VLvnco6sNo/GtuKIQwpGBgKAMfhXRh4Pcwx0uVKKHYA6DAooorrPOClCkjIpURnO1Rye/pT1dU+UHdg4J96ic1BXZ0YbDurPyGSJiPPc1BZW0qXU07XEkgfgRsBhfpVmXPkoR1JNS26XDXiIkOICMvKe30rhcnN6nuwjClDlSLtvFEIy8xAC5bkdP8algjAmyTnPINSxwiSIo6fKQQynuKn8gZyB06U0rGDlrchuLiCxge5m+VEHzEDJPtVkDcOeMenemNGMZfaVU5O4ZFMs72K9Exh3ERSGIk98elUYjbq0kuHh2Sskcb73wfve1WsLMQo2soHPGRn0owM5xS2tnFZo6R5+eVpTuPJLcmglyJRwoA4IGPl4H5U3hSqgKC3IHTPrUjADGKzLvTftOp2959odPs4P7sHhs0EmjTFjRGJVQCepwMmn9qOew5x3OKACopreK4ieOVdyuMMM4zVXT4tQiWZr+eN2ZsrGpzsHoKv47d6AIre1gtIVht4xHGvRR6+tS1n6pdXttZhrK28+ctjpwPY1diLmNfMAEm0FwDnB70AVL7S4NQlgedpMQtuVFbAJ9auk4GaWqcupWqajHYM5+0SLkL9Of6UAF9I4t22Rh22kgep7VX0Wa8nsfMvofKlD4C7ccfSprpis8ag8E1PKzAKgYg9c0GlrJeZE0oHzt26e9Q281vdF5YpY5Tnkofu+1PRRITwNoBwD0FVNP0y20uOQW27942WLdfp9KALrdabweSBnscdKbJIEUs33QCxI7AVWsNSt9StRcWriSLJB4wQfegC3VW3vIL3e0MgYRuUcdxipg2Op/D1qtDY29rcTzxR7ZJzl/mz/APqoNI7EWpBfIbecMCACPesSuhmijlVkdQykjg1h3EXk3Dp2HSt6TOHG0+X30RUUUVueaFNfoKU9DTCSetBcRKKKKCXuFFFFAgoopGOBQAtKAT0pKcnegByjApaKKACiiigadgooooHzMKKKKA5mFOTvSAZOKeFxQNO4tFFFAr6hRRTguRnNNOxTRNZRh5wx7Hit1CVHHWs+wjCgH1q9naxHtXnTk5S1PRpxUY6EdzIGXnrWFesB1rXmOVJrEv8A5s9qg3pbmYkYlvolPTd/LmtsnP1zWVYLuvXbOQq8VqV2Yf4Dhxk26nK+gUcHr0op6IG5Jx9a1lJRRhCEpyUYjlV41JIwOoOahhEa+YY12l3LsPUnqakmuGSdE8iR4iOXXBC0rRhnDxnGO/rXDOXNK59Fh6SpQUUXDDlEb2BqWWYW0CMEZ2dwihfU/wD1s1ZTbJEvrtGfbirMSIqjdjjnJ6ChIynN6gsW1uBxSRxSC7lmMpKlVVU9MdTToLiK6i86Ft8bHhh3ouZJI7aR4YmlkA+VU9aowbuSHleB+GKT5YoyTtRFGTgAKKSISeWvmkeYFBfHc024t0uovKkzs3AkA9cdj7UENkygt05pt1cC0tpJyjPsGdqjJJqVMDkDA7D0pRwaCSCzuHurZJpIWhdhyhPSp6O+aKAKf2+H+02sPM/ehd20CrlMEMQnMwiQSEYL4+b86fQA1nWNSzMFAGST2FEciSxh43DoRkMpyKbNAlxC8T52upU4OODTLGyh06zW1gz5S5IDHJ5oAnoJwPais3VdPmvmgMV2bcxNuyFzk/mKAL/nY6HiogttJN9o8pPPA2+YVG7FSDGACCT3JPWq7xLGN65GKBpXIL6QJe22TwxI/lVRtSlm1uWzMIEMMfmNNg5+noaq6xqUcV5p8JR2kaUSKR029CD9f6VIkzSXVyu7OJAgPoNoY8fjig6Ixul5GouDGGPBcfoTSsfn29gKyzHqX/CQec0q/wBnRruC4HJ24x09eavxP8m5+CecelBKiOk2spUgkEEEZwCDUFpZ21jbrBbx7IwScdfz9fap8M3OMD3pp4zQPlQZwKY55x6VR1azbUrA2ySmFiwbeBnGPxFWVHlRRpuLFVAJPtQNKxW1K8axtDcJGX2SLuUdcetV9SRdySLyG61eZdzE8cjGCM1DdxebAQOMdKunKzsKtFSpNMyKKXGADSV1ngSVnYRvumo6cWyMYptAJ2CiiigQUUUUAFNZgRxQWwcYplAEtKCR0pKcpAzmgBynIpaBz0ooAKKKKACiiigAooooAkCgGlqNfvCpKAuFFFFACqATzUsaEuoHQ1GvBq7aR5YseKio7I2oQdSVi9boEwAOlSSHDUsY2rg+lBbaM1wPc9RqySK033ax72MkEjpWtK+4HNZN+wK4BpFUtyppgAafHqB+GKv1V04Ytm46tU8kyxLk5z7V3RajBHm1YSqVmoj6cruv3Tg1mzGW+iZIppIc9WQfOv0rTtLXZGiKS4VfvN1zXLOo5M9bDYeNNX6iTTwWkHnXToq8KGb1NW0A2Dbgg8gjvTpLKC4h8q4iWRD/AAsMipVjCKqIoCqMAAYAFZnW5MsWQBRif4iM/hV1QCCpGQRgis+B2j8zy1+Y8getaSnJPpgVqclW6EhhjgiWKJAsa9FHQU/A7jPNVprQy3tvcmVgsAYiMdGJFWcYHb8KDDUrNewpqMdj8xmaMycdAPerNJgZzgZ9cU7B9D+VAineHUPtFoLJR5XmfvyxGCv49KuiQE4ptJuUFQWUFjgAnBJoAi1IXhsXGnlRdcbCwyPep7fzfs8fnkGXaN+Ome9OQHn8qGdExudVzwNxxmgBSQBk5x7VRtbm9l1K5jmtvLtk/wBW5HJP51foJwCaACkJx/8AqqOS4hikSOSZFd/uhjjNOLH6GgCnY6rFfzXMSI6Pbvsbdg5+mKuMc4qNUjjz5capuOTtUDJ9eKUc5pWHbQbK6xIzuyqqruLMwVQPcmo/OWRA0bKyHncGDA/Qior+FLyzlt3cqko2krVS2hj0y0FsS8iKzNuLepzTKgncJIoZJhE8aMR80e5ckfQ1jafdqZpQ7YdbsxvnuQuP6Vp3sqtamaLlo/mXHtXIX4eXxTaxWUzLDfzRXTlewC4kX/gQC1LOxKyO0UmRI4iep8x/x6CrQwCW9wT9KijB2DcMFjuPsanUEE5BqjEx9Ksr+1nuprm6Eolc+VGG3bRn1wO3atU9DTmBJqpqUs0GnyyW8e+VU3Kvqc/4UBckBxTHGDUVjJcTWEMt1H5czgllxjFTMCTxQWrGWNUB1qXTvKbckauG9QatyM5ifY2G2nBxU2AGzgZ9cUh6ULccUmmmYsqNHIUfhh1HpTKt6iirOJAchlxn6VRb71dkHdHgVYctR3G0UUVRGgUUUUEsKKKY/WgQjfeNJRR1oAn2H1o2H1oDEmn0AIBgYpaKKACiiigAooooAKcFyM0KAaeBgYoAjX7wqSkCgHNLQAUUUUAhVGTj1rTtl2gCs1P9Yo9TWpD1rkxEk2kelhIqMWWw3QU13HSkqCdzXOdRDKwANZN4454rQlJCEism5csTnFBpT0dzKm8RjTWNqLdj/FuX0qayu49QIlil3nuncfhXNeIGEWrLxkGME5rQ0eFmdZFZhIMYYdatuVtQg4xqPQ7OCDkNgbh04rUgUMw3DB/SqVi7bVWfAc/dPZv8K0wNowKlK5tKfYdsOT6DvVK11K3vZp4oG3PC21x0I96u7xjDH6Yqu0EMcrzpEiSvjc6jBNDEm2IZfLlSTPyg4NaomjjkjiZgGkzt96wLmbjbxzW3aeVc28M+MkZKk9qtNBWi7JlocnHTkiq1jLPcmdp4hGqORGR1I96tZ4pCeDzgUzkkHOKoRWU8erTXf2lvKZNqxZJwfU5/pV2KaG4jMkMgdQdpI9adQJK4gGABVe6sku5raR3ZTA+8BR14x1ptzqVta3lvaSORNP8AcXHWrY60FdBwYZJxVTUNOj1OKNJJGQJIH+UAkkfy/Chr6FNT+wNuEoj8wkDII71b5Qlcg0EDxwKQjIqre6jDp1p9ouSwTdtJUZAJqdZA8YkQ5RsFTjtQBVvNPgvLmCWcOxhJZBuIAP071ZLZ6mlJzUEk8EUiLLIqlzhdxxk0WRUUS81k2N9fTXtxHc2rRRISUcjAIzjFabyZXAODUDk7f5+9A4xbYshwSCMAHGfWqcgYKdhDDvmpDcPGASoZB1zVV54Ln/Vy+VIOz8Clc6IRa3MuDULe6luPs0m4xNtdcf54PNZlm09r4rtbRVQ2EnmSqxHKN/cz+PFasqNY7zDYbw5JYwKCWP5isC11UnxTY272V3DiQljcKFC7lI7E9cDFSzokvcO+k3RRs6qXZVJCgck1U0e7ur2yWa7tzC5+7u6uPXHar68qCeuBS8nqT3qzklsFRvyeO1VtU1JNKtRcSIZAzhFUHBJNSQTpdW8dxGGCSqHXcMHBGeRQKI5s45JPuTms+91S20+WCO43gzEhSq5H4/nWiRmoJ7G2uWjaaJXaM5UkdKCxWQ7j9ap6hateWMsCStE7AbXXqCDmtIqCSTk55NV2XacYPr+Hv6UFXRQvosWoJOSoAz68CswKSMk1tXihrV89hmsQMQB9K6KLutDyswilNNClcDNNpSxIxSVscAUUUUAFMfrT6QqDQA0LkZpQuDmndBTFYk0AWMD0ooooAKKKKACiiigApV680lFAEox2opikCng5GaACiiigAoopR1oAfBgvWnH92s226mtFGAWvPqPmk2etQjaCJMn1qvK2Gz1oMhyagkc7uelQbCTOCh6Csifqa0JnGKz5hnmg1jscbr1v5+pQHd/yz55966HRINqKPTFZN7H5urqnonP4mur0u2CooA6YzVN3Mnq2zaihBh55+tWEk8tdkvQfdb/GhFwgAqOYq/y+tJOw46EsrLjGRnriqkt2kMY3uwy2AQM8+/pVZbnEhgZhnsT39qq3DkjBPB5/Ghu500lzE17MFUkgDH860fCeoreW08Jxm3mII74PSuUvr0srSZ5XgrVvwNfp/at3AzKPOjD/AIggf1oW5Vf4bHcwRTRPOZZvMDvuTj7q46VKyhlKnkEEGhm25z0AJzVaxv4tQtftESuFywIcYIIODWhxNXFsrODT7UQQLsTcW5OevvVnI9aRiACT0rNt7+SfUrq0NsyJb9JMHD/n35/nQNaFuW1t5p455IY3kj+45HK1Yz3z+NHHIHY4qne3c9ubcW8PmeZPscY+6uKAZa8tPN83YvmEY345x6Z9Kdjgn86U/eYY4DcVnSzXa6zFEIQbRkJaULyD6E0E8pcuIIbqNFmijkVWB2uoIyO/NSDgBR06AUmflz7VHNMscMjkEhVLEDvgZxQHKS5A71malpVpqc9vLcGTMLZXbJwCOhxim6Tqf9p2zymAwMj7GQ9OgPHA7GrjDOeRQUkMdxjGenf1qF3AH3v1pZCADk4xzWXYaxbanG72yuQhAO4YPPQ/Q4NJuxtCOpFq9k2o26QpdPblZNxdOpH50wx5iUE73Cqpkb7zYHXirkl0FJzb596Yb6UKxitFMgB2jbjnFTe5tbUpNayOh2eZkf3axNR0uVSl7KTGLd1k3yv6H0rftJdYntQb0xROxOETsKjurGIxmW7LyEdFbgH8O9I2T5tGbWnzT3CyvMEMe7MMit95SPSrtZGgyOdPVZRhkYgj0XtVu51O2tLyC1lYiSYZXA4/GtDiqaOxZkijmULLGjgEMAyg4I6HnvTivykDAOOKcQVJBGCOopORyOtBmnYqz3VvbtFHNKqPJ93nrU5Ug4IH1Bzmqt3pVnfXMFxcRlnh+7hqukknJAHsKCuYjwfQ/lWXHpRi1qfUBcNtlQL5G35fr1/StYuobaSA2M4zzj1qPcPpQVfS5BIFKEEDGMc1zjA72471s6hLPHbSvax+bIoBCDvyKzrhdlzIMY+bOPStaGl0cWYR0UirRSlSOaSuk8sKKKbuFADqTI9RTWYEU2gBSeTzSUUUAWqKYpJPWn0AFFFFABRRRQAUUUUAOVc08DAxUYJHSnjpzQAtFFFABRnHNFHfmk9hrckgOBn3q35uODVODvUjnmvPn8R7MVaKJjIOTUJO85NMLgA8UzzcCpKElIwc1nTkcjJqeWQsDyazbiXbnPag0Wxlxkz60744UBa7SzTaqn2rk9Eg8x2uCM7nJwa62B9qc0EGiWAUHPNULmYJzmlln+XrWNfXmVIz+tBUURXtyCrbWAkHKn0qsupefGf7w+9ms+6k3kD3qGD/AI+4hnCs20j14q0tDanNRdiSZ5JJ2CKWL9B2zXV+HNKSwmieVF82Tkkdvaq+l6YltHvkO6XtntWojlHDjqpzXRToq12cOJxnNLlp9Nzpi2/jjb0wRkU+NFQLtVVAGAqjAFVJJJg1q0EatG74lz2XHWr33ffFZS0ZopJh1x7GkAxnJJycnJqjp0d9G1z9rlEitMTF7LjpV+kMQnnqPx6mhRt6Hms+5tLuTVre4juVW3jX54z1P0rRzjB7ZoAC3ynnnsPWoiQTkZGevvTGt5WvYpfOxGikFD0JJ61Iwwcd+9ADiSV4GR3IORVaWQgEDiodQtpry2SOC4EEiyB1k+nYVMU3pnIJ4GRQOO+pXNwehxxxwKYbog9qJITyeayNRtdQlubZrK4WKONgZlb+Id8+vtUNu5vyxNVphJwQv49Khjt3RSsMcag8tsAGT3JprWsjjKN36ZppgvU4Qkj60rstpLUmFnNJ94lV6Z96sJZYILSqCKxL3Try9nhL3M8XlHIEXBJ9jV4wyucPOQfRaBb9bFt3tog5Lbn+lYQvjqOumxMLgRqH34yOlaUdqGbAyx9TVmZFs7R3YDd696BpuL0Zk2F4V8Sywg/u/KCYPTIP866F4o5JlmZFMq/dcjla4iBZZLtZIH2TvKHB7ACu5t1d4ULkbsckdDTg21qLExSegoGKhW7t3u2tVnj89Rlo93PTPH4VaMWBknis+PTdLttQlvxlrlznru2nocYqzlLoBJwKds9aiNwxx5FqxH952Cj/ABpr+ewy1xgekadPxoAp3OjQS6pDqUk7x+SOEDBVY+pqeS9tE481XPogLfypv2a3KmR43mf1kO6huFJwB7gYoNUrldrsMSI7SVlPUt8grLvCTcEkAEjJGc1pFmL8kms/UBi5HHG2taPxGGNinT1KZYkYpKKK6TxQqM9TUlRHqaACiinKARzQA2ilPU0lAEwODTwQelR05O9AD6KKKACiiigAooooAcpA607cKjooAlopobJxinUAFNflDTqV1whI9KmWzKh8SCIELUhPy470xCdvIqCacqcgfrXndbHuL4QdmQnNRmYsOKgeYueeKa7gLwaCRZpQw5NZF/LlRGOSxwKsSy9QDk0Wtm00qyvjAOQKBl/SrYRQL61ed9qnB+tQiVEUAHpVC6vMAgH9aDV6bk1xdlUxmsWWXzMgc5pDI8r4G4seiKMk1ftNGllIacmNT/Cfvfj6VrCDexjOvCK1epnRQzXDiOBdzn26Vv2GiRWrLNMN849egrRhgit4wkMYQDuOpqSuinTs7s82ripz0ewE5OaM7Tn0opCMjFbM5lub2my+baKvdeKvKwPHcDNYulMd7Dsoz9a0xahr1LvewZYimzscnrXHNanr0WnDQsk4GajWeJ5JI1lRnj++oPK/WpDyCKpQ6ZFDqU18HkMswwwJ4xUmhdqOSeGFkWWVUZ22qGOCTUnPc1Wu7CC+MBn3HyXDqAcDNAFmqt1eW9rJGs8qoZCQgPfFWySepyapXthbXrxm4jDmIkockYJFAE54JFFFIQD1oAgt760vZp4IZg8sP31APT1HrT5bQOPeoYrG2trqW4iiCyync7Ann256D2q8HBx29qA5pIzWtJYwSrcDnrVPTdYj1ASG3JIjIDEqR1//AFV0RK+gNQxW1tCCEhRMnJ2jGaC/adyr9oB+8hJ78UxyPKdo4tzBSQMdTWl5cXcYz04yTSIkaehoJdRfZRmaPLc3FkJry1+zShiNm0rx9DWdrU/m/KORmtm7uQoPOfqa5t5Y7m7aISL5ijcUHUD1qJ6qx1YeKT5pEGlaIf7YTUnlbEabViBworp7dzMj5dgUbaQtRwRKkZHbHNZOn6oqeKrvTJGVQbdZhubHQgH+eaErEVPe1RtssZbcytIf9o8flQuQSFjRc9kGKQ3VrGSpnQnrgcmopL9R/qYWf3JwKq6MLFokINrfKfemyAgbiCF9T0/Os2W6vWBKzRxD/YUE/may5YDO5NzNLOe3mNwPwHFJzSBJs1rrVrC0z5t9GCOqod5H4CsmXxRaE4gtLqb/AGioj/nUTRxwjbGiqB0CgD+VUpBg8Gi6sGvQc3iG8kc+TZQQgfxOSx/Spkup7qJHuGDSDPIGBWY3GSTV63/1C4rTD/EcmKm+WzZLSEgdaWmv0Fdh5zdxrHJpKKKBBRRRQAUE4FFMzu4oAubR6UAAdKjpykDOaAH0UA5ooAKKKKACiiigAooqRfuigBi/eFSUUUAFOBJOD0ptH44pNXQ1uSAEwKfzqhcOvPFOnW72MbfaRjlG/mKyHvJ1kxcI0eB1bp+dcMqTUj2YVYzil1LJkGSKqzy8EKcUSXCsBhgQe9Up5EB5YDnvS5GVcejAvud8Yqw16I1ARsCqkMM85xbozE8ZA4FatroEgx9plwPRetUqTMp1ow3KH2mV/lQksegC5q5b6PcTkSXTrCnp1P8A9atuC2ht12wxLGO5HVvrU1dKpI454ty6Fe2s4LVcRJg/3jyfzqx1OTyfU0UVcYpHNztvUKKKKoTdwoopCcdaAW5f0twtyynuta9vcrKHC8+W5VvwrD08j7dHzW/GiRncEVWPVlHJ+tctTc9PCu9MjgvYp7u5tVDCS3IDluhyM8VOxIximqiRszBFUt1Krgt9akHPSszoM+bVIrfVLexcMXuFJBA6VoUxowzhz1XpTzwMmgCnfagtg1sGjLedKIxjtVvaO+c+9LwfQ0hYDqRQBE7bEZgpbAJ2jqapaVfvqNn5zwmJgxU8nB+lXu9FADHVieKp6g93FYTSWke+ZFJUYzk5/pV4kDqccZpaAKunTXc1lFJdweVNj514H445/nVsknrSDkgDqajZlZgARk9u9ANEGpx3M9g8NlN5c+VYHcVBA6qSBxSRyTLaRpNIsk23Luq4BqfPHFQN900FQik7lOZs7gec1Ts9Lhj1CW92sZZUEZJYYCj261LHc2968qwSrIY22uB2NacEQ4qHudLlZXJdoCceleW+JbpbL4iWNw6hkBEbZHQNx/WvSNVnntNNlmtYxJIgBCkZzzzxXj/jIveakzuhSRQpKnqp6j8KszhK8WeqFhvJTHXGQPTigyjvjP0rH0LUDeaTDK2PM2AP9auNKRkHrWV9bEtXLMjgjIHNVGY5PNIjlmxSv1FRLcErEMvNUZzjNabqfLHFZk4yDV9CeUz5WJPXvWnbcW61jSfK7A9+lbcIIhQHrtFdNCOtzz8Urj6a/QUFhg80yuo4WrBRRRQIKKKKADtUafeFSUE4oAlooooAen3adUYYgVJ2oAKKKKACiiigBQuaeBgYpE6GnUAFFFFABRRRQAAkdKG+cYcKR6bc0UUNX1DbUqyabYSnLWq59QSKI9MsEO77Mpb3OatUUrIfM+4o2ou1BtHoAAKUPx0ptFMT13HhsnGKdUa/eqSgAooooAKKKKACkYZFLSMcCmtxrcktQUuo3XlweBW+09yttG6RZc4Dr6c1zsTESowOCrDFdTk5HJrmrKzO/BtuLQ9x8rAYrOWa/OuTQNb408RApKw/i9q0WyBkUwnII6A9cVidhIDuAPtWffSX63NqLJA43/vs9MVdDhdqnqelG4k4zj6UAOH3nwABu4xVDV2vxbRjT1Bl81S3Tle+avMQi5JAA45PWlx6ggn16j2oAjBJGTjJ64oo4B56D0pkc0UoPlyI+DglDkD2PvQBn3kOoNq9rLBchLZB8yFup5zx7jFXxKGXPTPvSuMDcOvrVdscsfqaC1FEgbB5ww9KzbjTBPrUWo/aHQxKAECg5x2z6e1S2N5Bfoz2sodUYq2QQQfTFXxEMc0D5UJnIz6+9VpXwpXmpbiZLW3klb7sYLH6DrWZaahFqVrFcRbgkmeCOQR2+nvQXTinKxJY6fBaCTyUVd7bmPcmtKIYao4VG2qt6+pR3toLGJXhZv35YdB9e1KyIqSaVjRYFUJBGRzXjniVQ+vXkoB+YgEHnpXss52o3pjmvG9bJOo30h/hdsADrimVS2LXhi6MMrQFiEYZGT0NdQ7ks3PeuI06QSRx3MQZRwcH0rsIXMiBuxqGktSmrGhbLhckZNWjDuwcVBbnFaMZyvNZS3JKEqEDGKzLoBQRt/Gt90DE5rGvwNxHaq6EXdznpxmZQO7YrdA2gDOcAVlxwo9/EGz971rTU5UH15rsoHm4hvmsNK4Gc02pSMjFMYAV0HJIbRRRQSFIWxQxwKYTmgB28elIWyMYptFAFqiiigAoyaKdsPtQAJ1p9NVSDTqACiiigBykDNPqKnBgBigB9FN3j3pQc0ALRRRQAUUUUAFFFFABRRRQBJke1GR61HRQBJketLUVP3j3oAdRSBgaCwBxQAHoajp5YYplACg4745zXVooYRPu/DPWuTxkH6V09rKHtlYAgL8pz7VjW2O/Cdhi20q6lLdGZvLkiVPKPQEHrVmn5Eke5SCOuarfaoPtItvMHnlN4j74rnO0huLKSfULa5W4ZEi+9GOj1dX71BBBwetV7i7gtWiE8mwytsTIPJoAbqdguo26Rm4aHY4fcoyeKuAgDr+Pr700jHfNQ3FxHa28k8pOyMZbau4/kKAJc4OcZ5zis/T9Ig0t52hklcyk53dByT0/4F19quwypcQpNE25HXcpx1FPoArkNnvT0g3Kdy5DDoe9VtU1eHSIoXmjZ1lk8sYGcHGc+vatDzVK7gSQRkZGDQPnexVtLC102NltoRGWbc/U5/E1KzFunamtIXbvVG/v57G6tlS1aaNzlyqkkDOPpQIszqDEwcAg8YI6iq9nEufljCqOAAuBUt2zNIUXnmpo1VIgSO4oOjmtHQXjPHbrirMeRwenpWNp0WoLqNy9zOj27HMSDOVraXIUZ645oOdvuVb5wls5JAwDXkdyvmXM7Z+9IxHuM16pq6LNZvCSQHUrkdq8rt4phLOJkICzFUz1wKls66UXa5PDb4TAGBt6AVr6TJ5luEJ5VitVlj/dHaOcU7Q45VgkMhAJmcr9M1Nmwq6WubsJaM7SDnrWlGxbb2qkiElD3IrTtoSVyccUro5pbjZelZF+PlNb0sa7awr/AO6aHsJGPb/8fqmtBuCayTL5NyrHOM9q09/TPPGa7qLXLY8/EJ81wYjB5plFFanNcTIHegkYPNNf71NoIYUUUUCCiiigC1RRRQAU4McgU2lHUUASUUUUAFFFFABRRRQAUoOKSigB28+1AYk02igCWimKSTT6ACiiigAoprZzxSg8c0ALRRmigAooooAUHFBOTmkooAKKKKBrcM8H8K6i1UfZlGOB+tcuen5V0kBlVINnIaQBwey4rGtsjtwvxMt7QkYVRgDtVP8As63Ooi+KEzhNgJPapri6MFxBF5TOJdwLDouPWpW4OK5zuEqC4tILpojPHvMTb0yTwahvdR+xXFrF5DSefJtyOcD1q7QApOe2KiuIIrqBoZkDxuMMp6GoNRvJLCzaeKBpnBACAZ61aRy8aMV2kqCR6GgBsUUcESxRIEjUYVV6AU5jgUNnacdfpmsyyutQm1e7guLUraoMxyFcYP8Ad9/XPtQBecLJ95VOOhI6cEf1pNrepP1qbA9KkAG0cCgCKKH+I06eQooCnHB49apadHqcc90b2RGgZsxYIyBVl/mbnnHTNBUbX1GQRDb5j9aRyCQM/TjGaSdmaB4lJBK8EdqoaPpr6baiB5fNIbdnso9BQU3Y14kBH0pl/fQadbefcFgh4GFzk+v5VOmAoplzbQXEIS4hSRQ24BxkZ9aDGbuzN1GRZYFKnIYAj3zXDzQ4nbj/AJaN/OuzvMbiBjAHA9K5hlDTMSB99uT9ayPTpL3EhiKpgZlKtjqB2qbS0zBFgZ3M7gH61DDp66elxMJZG8zL7W6CtHTEKJEMcqgGf51pDZs568ryijTt4/UVfHyAAd6ghHHSps1i431MJbjJXOO1Yd6Mg1rzt71j3x4OD+VV0JOcugS59Aa0bdt8CmqU45bjrVrT/wDj259+tdNB62OPE7XLFFFFdRwN3GP1ptOfrTaBBRRRQAUUUUAWqKKKACiiigBVODTwc1HShsDpQBJRQORRQAUUUUAFFFFABQOTRQDg0APVSDSlgKbvPpSE5NAEmeM03eKQN2xS7B60AG8U08k0MMUoXIzmgBF+9UlNC4Oc06gAooooAKKKKACiiiga3AjIP0NdTbHEKH1UEVy2cA/T+VdVbgLDF6BRWNbZHbhfiZJjjJIz7Uh4FRQQyQrIJHVgzll9cVWvGv1vrT7KV8g5EwI+mD/Ouc7i+CODgZHQkcim5GAT0P6UuAOB0qpqCXzxRGyZVfzsvnn5aALfTv8AiKKQZIye/JHoabKJDG4iPzmNgh9DQA7P19KCQKqaXFdQWQjvpFkn6/LVsjNACb19enJ9qPMIqjq2nvf2SwLN5Y8xXY4ySB29vrUkCtBBHE0jSlFCl2PLe5oLSuWWcsMGoJpY4tvmSIm47V3NjJ9BTt59Kpajp0OpiITM6iNtw2HHXg/pQO1i39CCPUVLUKqERUGcKAoz6DgVLG29iOmPSgHtcd9ugiv0snyJmUMOOMfWpJztjIJOcnrT1t4Vk88QxiUjG/bzVe4chDnmgxiuZ6mDqVzJCB5UJkzKqcDkA1kWrw3FzMI3y0cjK6+hzXQsc5z36+9ZOm2sEc9x5cYVmmbc3c81melGXKg1Fdtodv8AENtWdPQ846dKi1c7UjiUZLNxVqxXCE571S+C/c46s06ll0NBRsXmmscmgtkdKY7hBUEN3IZ+9Yl2duTWvNJkZxWLetkEYoK5VYypX+YlulXbU5t1/Gs+c9R+NaFqMWyfTNb4f4jz8VtYlb7ppqdTTyMjFIFxXYcAjKSaZT2bB6UygAooooAKKKQnAzQBbooooAKKKKACiiigBQTkDNSVFTk+9QA+iiigAooooAKKKKACiiigApdx9aSigAJJ61Iv3RUdKFPpQBJRRRQAxiQetAY5HNDKSaTaR2oAkoqKnqQBzQA6ik3D1paBrcZISOn9010tvJII8uMIAgX3yK5w9D9DXVQ/6mMf7I/lWNbY78H8THl1QM8jBVA+YnsKX8QQQCMeh6VFNCtxA8LkhXUqSOuPanxrsjROcIoUfQdPxrnO6W47pR3J7mqepaempWywPI0arIrgr14q5QKw2R1RdzuqKOrMcAUqnK5ByG7g5zVe/tEvrKW2kdo1kH3l6j6U6zgW1s4oEZ2CLjL9TQInY/Lz+lQC7ha4e2WVTcR8vH3WpmGVINUV0+1GpnUWjY3OCPvZUZGOBQMt5NMKjBwOe1PYgkfQCk/SgNTPg1S0ur2ezhZ/NhzkMuAwU7SR/wACqyxIIxUaWttBK8sVvHHI/wB90XBb609vmIxQaLQTcQM5qPQtRTVIpZFhaMo3Tdu/WrEUQJ5q4iCNcDpQZ1H2HsSF4NYmtyXotVFjzNuBYf7OeTWvKxCjAPIznFZs5LcnvQVRWpUuZPKjGOGPeqWmgtLMf9vJqS7k3zImRk9vYdak0uMLPck9nH8qyO52tqZupzs+twQhPkSFpN3odwH8q17QKIl29CAaw7iRZNbuMn7kePxJ4rcgbKDPXFaSVoo86NnUZYqKcAilXr+FQS9DWZUtyvKSFwOlY91IGbFaUzDGKyLg7XzQS27Gfc8H8DWpBxbx/wC6KyWYyS475GK2AQoAPUCuugjhxjWlh1NYkAYplFdBwgTnrRRRQFgoopCQOtADSxyeaQkmg8k0lAF+iiimgCiiim3cAoooqQClBwc0lFAD9/tSg5GajqRfuirSsAtFFFKW4BRRRUgFFFFABRRRQAU4NgYxTaKAH7/alBzUdPTvQA6kb7ppaZkk4NADaKk2ijaKAGhehzT6KKCkhrHCn6Y/OunVTLaRBW2HAOetcvIePwJrqLKQSW4HTYdp/Ksa2x3YT4mOjnMlzJF5bAKqsGPfOf8ACkvLuKxtJLmYkRxjJx9cU9c8D0AFLLGk0TRyKGRuoPeuc72mxUdZEV15VgCPpUdzcR2ltJcS58uNdzbRk1KAAAAMAdhUM0aXELwzIHjcYZT0NAX6CpMlxDHLHnY6hlz1waerYGMUxEWONY0AVFGAB0FLQLlZDaajb332gRbgYW2MGGOfapqZHDFDv8qJE3nLbRjcfU0+gpKxV1G9Gn2MlyYzJsxhQcZ/HtUtnOLy0juApQOoYKevNS8YxgYPXjrQSTnJznkmgTTvcMBuMVn6tcXllDCbK3M7vIFZFXOR6Z7fWtAHFPXnJ9Rg49KAbuh8A/dqzKFJAJX0PpUhzg4Ut7CkX7vAA9hTJH+U4ZWGdpKnIz6UGTMme3u/7b+1faj9l8vAgznJ9/SlmbAqxIxLfTgYrP1C7htQnmttLsFA9TQdNJcu5mtZRy6xFeM0m6NGRVzxg1a09blLnUHkK+SXUIAeeB1p0C7pQf4s1MR5VvcuQOD1xWd7G0pJu5y1nL5+sakx6bgn0rorOTfEGx2rk9CfdDdXLdZZSSfcHFdVZDbBgdq2qfAmebSd60i5nHNV5X4PFSbjUMw4rA6Grsz7h8c4rLupOpxV+7Yise5kbOMjH0pkkMHz3ajpzmtZjuYms6wjD3WT2BNaJxn5eldlLY8vEu8hKKKK2OdK4UUUUFXtoFMfrTmOBTCc9aCBKKKj3GgDSyD3pajBwc07eKpqwDqKQHIzS1IBRRRQAUUUU1uA9O9Opiting5GasBig55zT6KKmW4BRRRUgFFFFABRRRQAUUUUAFFFFAD1IxyadUVPDAnFADqKKKAEPQ1HTyw5FMoK5hw+6foa6uHCQpwBhQTXJjp+ddPJNJG9qscZZWOJD/dGO9Y1tkd+D3bJVi2gjrubJyfWorM3AhYXW0OHbbj+7k4/SpmlRCgc7N7bVz3NBOegrnPQIb+eWCxklgj3yqvygru3fQU63kea0ikmQxSuuWjx0Poaeenr/KjoKBcoh45Jx256VR0q8ubyBmubfyXR9oOOCPWrxznGMGlGe5yfpQMTkr6MRWdeXGoQ31qltB5lu+4ykjgHI6ntWlnjPOOmaa/QUDFBySf19aU5xxjPbNNTpwMn0FKTg4IOewx1oIcraGfbw6mNZuJJXX7Ec+Wm7cQMcY9Oc1qKCOtIv3qV5EiAaRwikgZJ7mggd2IrM0/Tzpto0BuXny2/J45+laQIKgjoRmq8r89DQNRvqVmON2TWVqFvHdNFvQMYnEinPfpipbzUreK9itGYiaUEqMdqRcuT396lux0LYmiQKCc9OaravIYdIvW6cEfpU2oNPBp0j2ieZcLwF9/8KztZlll0JzPhZWiy4HrmjlTGYfh2Ly9GjB6sxYg101iCUXrwTmsTTVCWESgdBW7YcRfU1tVVoJHn0f40i5jI4FUrgsvGDV4HFUbo5Ncx2GXcHJJNYl04DZFbVyQoJNYE7gsOD1prcxlpc0NNXbEXP8XQ1abGeKZEoSFFAwAKdXdTVkePUnztthRRRWhCdhCQOpo3D1pr9abQIexBHBplFFAEbdTSUrfeNJQBfooorQB6fdp1RZPrUgI9amSAWiiipAKVRk0lFNbgP2CnAYGKap9TTsj1qwCijI9aMj1qZbgFFFFSAUUUUAFFFFABRRRQAUUUUAFKv3hSUUASMcU3eabkmigAooooAM849ia62L/VI3qoJHrxXInp+Brq4SRBHnP3RWNbZHo4LqK8aybd43bW3DPY0joGUpyMqV3+maIFlTzDNgkyOVA/u5GKPOBu3gweADntXOegRWVu1pZxQNL5pQY3+tTtuKMFOGIOD70SNhCzEAjk89qit547qFZoZA8Z6Fc/rmgCDS4Lu3tCl5N5sm8kN7VdpOAPSmrLGzuiyIWTh1DDK/X0oGUxDeLrMk5uFNqybViz0NWyxNPIyOlQSzRwKGmkSNScAuwUZ/GgCO9ikuLCeGNwjFDsY/3u3SjS7aaxsYLd5/OZSfnPPGKn9PzFHAz6d8UCaRKDioL6xTU7YQSFhhw4KnHSlN3bi8Nn5q/aNobZzyO2DVlDgHnvQZDEUQxrEmdqKFGevFVJnI5HarkpB781hQapHqF3c2yIVaE4354YDj8DQVG9yOW3jlulmMa+aowHxyBV6GHPJpYoRu5xTdTW7Fkw09sXGVxgjpnnqKVjWc1FaErtsPGB6n1rn/EkoFn5Y/iO3Pf1raPmmBPNx5mD5mPWuY8SMRDB1JLipTdxp+62LYsGtUx24rbsf9Un1Nc/Y/LCVzySTjNdFp4/0deOeK1qO8UcVH+LItOAqEis2dzhjxxWnLwhrFu2IBwfyrA6zNvGJBNZEama6jT1NXbuYgYyah06PdM8n939K2grtHJXk0nY1GIOAvQcU2iiu1Kx5ckFFFFAkhj/AHqbTn+9TaBPcKazEGhjxwaZ1oEB5NFFFAF+iiitAClHUUlA4NAEtFNVsmnVLTuAUUUVQBRRRQAUUUVMtwHKwApwYE1HQDg5qUBLRTN59KN/tVtAPopm/wBqVWyalqwDqKKKQBRRRQAUUUUAFFFFABRRRQNbiqAXXPTIrp1uIvtRtlzuVA/I4x9fWubgj82ZVyRlh+XeuoCBXLDGSMZx2rCs01Y9HAxfK2ObDDGdvPWm5XBcDknBqO4g+0RhPMZMOrZX2PSpsgA8dawO8ZLGJEKnow2n6VFa2sVlCsNupWMdic0lo8zJIJotmyQqrdmXPWrFAxCM8diMGqkWnRQ6lNfJkSzABznj8qWxvlvTOoRkaGQoc9/pVugA6cDpVPUtNi1S2WGZnVVcONhxkj1p01/DBfQ2chIllGVHrVqgCIIEAAz0HWjvTnwAWOeATgcniqun39tqUHnW7MQGKsCMEGgRJ/Z1r/aAvvLb7QBgNu4/KrRx2+tJVTU73+ztPkudm8rgBc9STQSk0ydvvGq4RQ5IAUMdzAADn3Peltbj7Xaxz+W8e8Z2P1FSbB60FjcDOB1+lGD6VT1O1v7iOFbCfynEgL84yK0GcIOdpI6ketAFC58yNC6kKPVq4e51GPULu52zFxC2wDGMV0mpXNxcytEvyxrnJ9q5SWNILsIsao0gJx/ex1P5Uk76Fu1tS7pknmE4B445rr7EKsKZ67RXI2Tm2cZi3KxABX3rr4hsRfp3qZPoYqFndC3DAg1z95L1wa2bpvlOeK5q7YbmG41IpbmZdyEkgetX7FAlvnu9Zko3S7c8HvW1DGI7dFydw6110UzhxUlsOoooroOMKQkDrS01+goAaxyaaehpaQ9DQQ9yOiiigQUUUUAX6KKK0AKKKKAHJ1p9RUUAS0VGOoqSgAooooAKKKKmW4BRRRUoAooorRuwCjqKfgDoKQMMAU6obuAUUUUgCiiigAooooAKKKKACil2mnKCDzQBf0iATzSKzEYTA/Hit1YtiheoUY+tc7aa3pWmTC2vrpLae4BMTSNtDAYyM9O9dBb3EdzAs0R3Rt0Ycj865J8zlsephbRhZEFrLLNCGlhMbZbI9s8Gpd0fmrGT+8YHavqKsEEdeKhkt4nuIp5Fy8YIQ/WotY6uYCAST1oqQCqOn2dzawstxMZmLswb0B7UF3LIAGcADPoKWl2kdjVNftv9rFTGv2Ixj5jj7386AbsTNbQNMkzQxmVBhXK8ipaTPtVXUrmazsnngh82RMYTBIP5UE8xaZVb7yg47Go4LaC1iEVvEkSDoqDAp0LF4UcoyFgCVY5INSAZYD3oDmEpj9RVC5ubuLUreKK2Mlsy4dthyOfWr5VtxyMHPSgalcbRS7TWZcWNxLq0V2lwY4kQAoMnPtQM0SSBkHmothaInNSEP1VTgnIGOg9KZKsxhI28n3oGc5Jdpd3sllHGyGFsMW71yvi5/sV5p12oxElwI5Mf3WBFd61osIkYBA8nJx1BrmvEmlR6loLW74V2ztY9mHT9amHxGk4+6VdId5dQRcny9qnPrxXa5GMjkVx3gdJbuxS6kQB4wY3wf4wdp/kD+NdhKu1AvcDFTL4jJysrGdfS5UgcVzl11NdBcqWUgdq5+5PzEd6Rm3cpwxmW6jH+1zWz3z61n2SL5xY9utaFdtHY83EazsFFFFbGAjHg1GST1NKVI5pKACkPQ01/vU2gh7hRRRQIKKKKAL9FFFaAFFFFABRRRQA4L0OafTAx4FPoAKKKKACiiiiwBRRRSsgCiiipuAd6eGyelMoBx0pAS0VHuNG40ASUVHuNOUk5zQA6iiigApwXI602np92gB3ajnBwMnsPWg9DTFb5gSNwHOB3poDyn4k6gl3rsdsmCLSPaxHXcTk1z2l+J9b0VgdO1K4gGclQ+VP4Gk12d7jXL2RxgtM3H41m7RVcqKUmtj0XTfjNrkEsf9oW9vdRpn7v7sn+n6V2+m/GDw5ekC9S5sWI5LpuQH6ivAmAAyKYSSScnnris5UlJ3NoYicVbc+qNH8RaRrsZeyvraRgcbFk5P0Bwf0rVIKffJUeuMV8iROyTqVOD1z3rUg8U+ILAgWutX8Q9BO1YuibrGy6o+p4XjnQvBMJFBwSpzg+lSBXPRuPcV8zWHxA8VWUMnkao5HmFiJI1fn8RWxb/GTxRFjzfsc4/wBuAr/Iij2JqsVF7n0BubodvPbPJoIyMba8LT4wah/aMV5cabDIY1wUjlZR+WK3IfjnAw/faHKp7lJ1P88VLpMf1in3PV8qCAy4J9B1pfkIOMfWvNY/jZobj95p2ooMEEgKwHvwaZpfxa8P2cJjn/tCUuwx+4X5QBz/ABdzS9kw+sU+56Z8uCNmOfXtTQFXhYwB3I/rXn7/ABl8MKfltdSPt5aj/wBmqpP8atCKlY9Kv3DfLhii5/Oj2c+w/rFPuekrNvBMYR1HcHNBZwOFya8bg+MFvpwZbLR5SGOT59ypH/joqne/GfxDNkWtlZ26+u1pCPxz/SmqMmH1umvM9sJuGzltoAzzxVGzka/jkLLJEUYjJJIb6cZ/SvBrj4p+MpQduqeUD2jhQfrjNY0/jDxNefLPrd86+nnED8hVexa3JeNgmfR9zBBDxI3Pua5DW5IFMUiXEYEUm4qrZDc9M5rwqXUb2R/3l5cP67pGP9a6PwNoMviHXo0kD/ZICJZ2HI45Cj3PSk6PKrlxxzm+VI9v0S3is7MskewzSPM65/iY5/wqzK5GMnOKd5DKmcg55GOgHYfh0qtcsyp17Vx3vI2fqVriUBX5xXNzSfOW65NaN3K/IzxWdJGCyhX3Dv7VokQ2y3ZAYY461ZpttEqQqcckc06u6CSWh5lRtzbYUUUVRAwtkYxTaKKAGP8AeptOfrTaBNIKKKKCApCcDNLTW+7QBoZB70tRr94VJWgBRRRQAUUUUAA61ICD3qOnhcHNADqKQtik3j0oARQc0+m7x6UobNAC0UUUAFFFFKWwBRRRU2AKKKKQCr96pKjBwc07ePSrbVgHUU3ePSjePSoAdRSBs0tABUc8pgt5Zh/yzRn/ACBP9KkrI8U3YsvDGoS5wxhKL9W4prcDxO/uDdXc854aVy+PrVYOwAGKUnJPsTSVYCeZng0Ag0rAEcDmoyrDoaAH5APWl4Ycnj1qEkg4I5p4YbSvr3oYE0bjy5F46cVECMDpRCwEoB6Hio2Oxip7HFQgJuOtKjDPWoPm9eKenWrAnyp9KNw9ajpR1FAEhwOtIJNvSkk5OaZQArMSSc0hPc0UwtkYoAdlfajcPWoicUqnPPoCKLoC3p+nXGr6nBZWab5p2CqP619F+GPDlr4b0WKzhwZOXlkPV2rzr4Q6NvmudYlUnZ+4hJHHTLfkK9cds9K8/FVG3ZHp4OnZc/cbJJhcYrLuznmr7ghDk5rPu+lc0UzvMa5G5iDWfGu2T2Jq5evtYqOpHWqCPg884Nax2MavY2B0FFNjcSRqwGARTq747I8aSfMxCQOtMY5PFOftTKYkmHSmMQQMUFsgim0FBRRRQS0woopC2KBWGN1NJQTk0UCL4ODmnqSaZRWgEtFRZPrUgI9aAFooooAKdvNNooAUnNJRRQAU5O9NooAlopF+7S0AFFJkeooyPUUpbALRSZHqKMj1FKIC0UZzRQ0AUUUVIBSjkgUlFAEgUClqPk+tPXOOaAFOccde1cF8UL8Jp1lYIeZ5DKw7hV4A/Wu9JwMivH/iLMZfFk0ZYkQxIoGemaa3A5OjDfhRRk+tWAjHaM4zTRLjqMfWn9KTg+hoAaZFJzTSMilZeeB+lIwOOhoYDk2sQrNt9DTbkhpiV54FRkHuDSVmBKOlOTrTU/1fvTl61cQH0UUUwFLEikoooAKiqTI9ajoAQjNKikkqoJJ4A9c01j6Gt7wZafbfFFlEy7lD7yCMjA5rObsmy4Q55KJ7d4VsF0Xw5Y2XAcRB5Mf3z979K3I5FckKe1Y73CiM/MBxxzVfSNT+1PM27GyTYea8yXvO57sYqMVFG/M4UYNZ94f3W4VYaYMrHg1m3V0vkbWLZ3cALQNuxk3RLyEnsKqlAFVgep5FXJfLZGZmA59eaozOhKbTjAq47GE3dmnaHdZo2Mcf1qUnAzUNoQbSPntTsn1rvjsjy5/ExSSaSikyPWmQncQqACaZT2I2nmmUDCiiigApj9afTG60Et3G0UUUEl+iiitACgcGiigB+8UbxTKKAJeoopgYgUbzQA+ikU5paAADJxSkEUA4OaCc0AKGAGKUsCCKZRQAUUUUNXAKKB1p+wUJWAE6GnUgGKWgAAycU7YaQHBzS7zUtaANIwcU7YaXG7mlJwKSVwGj5eTS7xTS2aSq5UBL16d68J8TXX23xJqNxnIadlX6DgV7bd3QtbKe4bG2KNnP4Cvn1pDIxZjlmJY/Uk5osgEooopgNb7tMyR0p7fdplACZejL0tITgZoYDXLcU360pbNJWYEsf3TRQvCZ9aKuID06U6mp0p1MApCQKWkK5oAYTk5prfdNSbBUbfdNADAeK9B+Flh5t/eXjAfuYwifUnn9K8+AzXsPw/tf7N8PCR1+adzKx/ujoPwxzXPiJWideEpudRPojd1yVbO0kYtgAHpWR8PpBeaZdy+Zvc3B3e3pVXxnqH/Euc542k8fSs74VGQvqJWVhFtTKdi3rXKoLkbO+Va1bkWx6YzoqYB74qhdzDbjAqpf3ggJXgc5rFutW3uUUfjUJXNpNLctOGfdyMA55qpK4DMew71BLenaMADioYTJcTpAM/vG5+laQim7HPUnFHS2XFpH781NThCsahF6KMCm12LRHlSleTCmlSTmnUUxpWIqKKKACiiigBGGRTCMU9jgUwnNBmJTGYEU+m7BQBo0UUVoAUUUUAFFFFABRRRQAoJ7U9elNUgdaduFAC0Um4UAg9KAFooooAKKKKAAdRUtRUqnB5oAkopNwoyKAFopAwNLSb0AXJHejJ9aSilEAoooodwMPxjc/ZvCeouONyeT/wB9ED+prxTAHavXviFx4Tlz3mj/AJk15DVAFFFIWFACN92mUUUAFI33TS00sCKGAyiinxfe+lZgOZh8qgYopjNul3HoKfVxAenSnVFT9w24pgDHjim7j60lFAC7j61FknvUlRVMgLNjbvd3sVvGu55XCKPcmvdobQQQpbopjESBFHpgdq8t+HKWj+MrU3jKqqrMm48F+wr2XxTq9hp+nmWSdVWNeOmc+g9a56ybR34SSju7Hlvju4Mfl2isDJKclVHau18E+H5fD/hxjdYW5uT5zxlcGPjABNcDoNrdeKvFqX8sRayhlBkY9Ao5A+tenavqipA+WAJOT+NZT91KKN6K55uozntbuN8+eehrKtUllj81xweB70+WWS9uo7QHG85YjsKu3c6xRbI0CbQFwD+FRYuT1KC4dz6LxWxotsZLlpjwkYxuHXNUdO09r8OitiFT8zD9RXUW9tHaQrDF9xemev41tShd3OSvUS0RKcDgcCoqVvvGkroOLrcKYxOeDSv2plBYUUUUBcKKKKCGxr9KZTmII4ptAgopCwqOgDUoqPcfWjcfWtAJKKj3H1qQdKACiiigAooooAKKKKAClBxSUUm7AO3+1OJwM1HS7jjFMBd/tRv9qbRQA7f7Ub/amgZOKk8vHWgBASego+bNSRgAHFPoAjBwc0u/2p20elG0elZgN3+1PpNo9KWmlcAoooq0rAcZ8S5tvh63i6F7kD64BOf1ryuvSPijIPs2mxd/Mkb9B/jXm9ABTSvfNOo7UARUUUUANLYOMUypCoNR0mwCpF4hdu44pnany/KqqOAeagCOpuqCoT0zT0JK81SdgHUUUVQBRRRQAVFUtRVMgHJI0bBlJDDkEHBBrr9E8N3niKBb68u3+zbsZZiSSODXHVs6Xrl7ZpHaLdvHal/mxj5azkm1oaU5JP3tj1SGSy0PSVsbYqqpzkNjcfU+tYN3fm7YqDu56A1mXN1ptsqme/Epburbv5VSn8VW1rDssoFdicZYYFcyhJs7p1oWvFnQWim3M0qoxnkwq7RnArXtdAknVZbyTBH8C8n8ayfh9dz376lc3BBK7FQYGFyTnFdwc5963jT7nNLEXRBb20VrEsUKhEXoB3Pqamooq0ktjnbb3I2+8aSlb7xprHAplJiP2plKST1pKrYbdgooopN3IbuFIehpGJB4pu4+tIQlFFNYkHigBrfeNJR1ooAv0U7Z70bPetAG0U7Z70bPegBtOUgDmkK4FJQBLRSDoKWgBQCelPA4pqtil3+1ACsMimbT6U4Nk4xTqTVwIicHBpdp9KeVBOTS0wI9p9KeowOaWigApVODzSUUASbh60bh61HRQBLRRRUtAFFFFEQCiiiqA85+KEv7/TYvRJG/MjH8q8+ruvie3/E0sFx0tyfzauFoAKQsPWlqNvvGgBKKKKAI2+8aSlb7xpKzYDkG447HrQ5y304pY+NzelMPX60AFOj6Ee9NpydaAH0UUVotgCiiigBjA5ptS1FUyAKKKKkBc0bueaSlXluaAsj1T4aRgaLdyHpJPtz9E/8Ar12ZOSTXLeAIfK8KxH+/K7fkcf0rqKaVwCiikLYoasAxvvGkoJyc0ULcBj9qbUjDNMIwcVbVxt3EoopCcVDVhDX602lJyaQ8CkAE460xiCeKC2RTaACo8EDmpKQjIxQBpbzSqSaZS4PvWgElMDHOKT5venge1AARmk2CnUUAHSiiigAoopMj1oAUHBzTt5ptFAEinIpaiyaloAKKcuM8075fagCOig9TRQAUUUUAPViTTqipcn1oAkopqkY5NOosAUUUUAeW/E1idbswegtv/Zq4qu0+JgI1y0JH/Lt/7NXF5xQAVG33jUmc1G33jQAlNYkU6muCcUAAAYZNMHWl5FJWbAkxtgJHU8Go85qR/uKP0qOgAHJrasNCkufD+paqwYJa7VXtliefy/rWKOTx1r2W30X7H8M57EgmZ7Z55Dj+Ijd/SgDx+ilY5Y8Y7j8eaStFsAUUUUAFRVLUeD6VMgEoooqQClBx0pKcnBz6UAe0+D4/L8J6eP7yFvzY1uHpVDRIvI0HT4/S3T+VX6qIDN5pCc1JgelMfrRLcBtFFFNWAKjb71OftTKYBTX6CnU1+gqZAMpD0NLUZzz1ppaDEoooqBu1gooooJNBfvCpKaFAOadWgBRRTN5oAcTik3j3ppbNJSbAfvHvRvHvTKKYD9496aTk5pVXNLsFADqKKKACnhh0plAODQBLRTN5pynIoAWiiigAooooAKKUDJxTtgoAaFJGakpAMDFLQAUUUUAeY/E9T/ati3Y2+PyauFYZFd/8UFH2zTW7+W4/Ij/GuBoARRgUxvvGpKjb7xoASkJxS0x+1ACE5OaQdRRSqMsBWbAdLw+PamU+U5k/CmUAbfhTTRqniSzgdN0e8O49VXk17lPGJbaWLaAjIyYHoRivPPhbp4232oupyMQxt6d2r0ccMufWriB87zoY53Q9VYr+RxUdaviW3a28SahEy7cTEgex5rKpgFFFFABSEZGKWmhiTigBpGKSnv2plS07gFPjUuxUdSMUyrukQ/aNWtIf78yL/wCPCm9gPdbdPLtoYx0SNV/ICpaBjnHTJ/nRSiAhOBTGOTTn6UyqAKKKKmzuA1hmmkYOKexxTCcnNNq4CU1+gpScDNMLZqWrAJQelFB4FO6saLYjKkCkpS2RSVJmFFFFAGpRRRWgBSYHpS0UAJgelNYc8Cn0UmrgIAMDikYDHAp1FMBqd6dRRQAqjnkU/A9KWigBMD0pCBg8U6igCLB9KevApSQOtMY5NAEmaKYFPBp9ABTwBgdKZRQBJgelLSBgTS0AFFFFABRRRQB598UYv3Wmzd90i/yrzmvUfiZEZNCtZu6XOB9Cv/1q8uoAKjb7xqSo2+8aAEpj9qfTH7UANpyffFNpV+9WbAVzljTaQdTWjo1m2o6vaWigMZJVB9hnJoA9l8Haf/ZvhayiK4klTzpeO56fjjFbgGSPqBSKixqET7ijav0HApauIHj/AMRbYw+KmlxxPAknTvjaf5VyeD6V6V8T7PK6deAclmhY/qP5mvONwx70wGUUUUAFJgelLRQAYzUbcGpKjb71ACVv+DIPP8V2KkcK5fn/AGRmsFfvCus8AR+Z4nB/uW8rfpSewHrXGTgYGScUUcZJ9TmilEBr9KZTmYEU2qAKKKazAigBH7U2iigCMk+tJRRSauAUh6GlppYYIqGVzDKKKKCQpG6cUtFAGpRTFYk9aViRjFaAOoqPcfWjcfWgCSmlsHpTdx9aQnPWgCUciio9x9aVSSaAH0UUUAPDZOMU6oulPUk5zQA6iiigBCM0wjBqSkIB60ANDdBin0m0elLQAUUUUAKDg5p6nNR0oJHSgCSio9x9akoAKKKKAOa8eW/neEbkjrEUk/Jsf+zV47XuPiVRL4Z1KPH/AC7uW98DI/UV4afv4oAWo2+8akqNvvGgBpOBmmE5qQjNMYAYxQA2lj5OfSkp6gBXI7VmwIxXQeD/ALeviS1l0+AzSxtuYY4CdCTWBiu7+Fqsddu3UkBbU7sHrk8UAerHrRRjHFFXEDnfG9l9t8K3mAS8IEqYHp1rxU8Hg5r6Hni+0QSwEZWRChH1H/1q+fJ4zDcSRHqjlfyNMCOiiigAooooAKjb71SVG33qAEBwa6z4fMx8VJtOB5Eu76ba5QdRXZ/DdFPiOXI/5dm/mKT2A9TxgtxjJJxQehpScnJ6kZNJSiBFRT2AA4plUAVFUtRUAFFFMYkHrSYDaKKKm7AKaV6nNIxIPFJuPrSASiiigAoopGOBQBoUUUVoAUUUUAABPSpFGBzTU60+gAooooAKKKKACiiigApV+8KSgHBoAlopu/2o3+1AC7h60Ag9KjPJpQcGgCSikBzS0AFFFFABRTS2DjFG/wBqAHUU3f7UoORQBT1j/kCX/wD17v8A+gmvCehweuMV7j4gmEPh7UXPa3f8yCK8OJwOnOaAGv1ptKTk0lAATimMQcYpzfdqOpluAVIP9U1R1IP9U1SBHXovwqEXn6kS484qgCd9uck151Xd/C6FH1q8mKsZIrfKYPHJ5zQB6quQoz1xS0HrRVxAacBhk9+fpXgmuR+Vr+oR/wBy4kH6170/WvGvHFkbTxZckjifEy++RzTA5uiiigAo6UUwtkYxQA7cPWmMcmgDNBGDigBK2vC2sNomuRXXWM/u5B/snrWKBk1NBFvlVScBmAJ9OaLoD6AUgqpDbgQCD6jtS0yFBHDHGOVVFAPqMCnnoaAGsQRxTKKKAELD1qMnFK33jTW+7QA1iDjFNooouA0sMHmmAE9Kds96VVxUvXYBVGBzUZ6mpaiPU07qwBSEgdaWmlcmoAaeppCcUEYNIRkYoA1aKjU/MKkrQAooooAUEjpT1ORzTU60+gAooooAKYWINPoxQAwMScU+oqMn1oAlopqkY5NOoAKKKKACipAOBSMOOBQA0EjpS7zSqODkUhByeKADeaN5ptFAATk5oopwByOKAEUAnmngYFLRQBheMTt8J6iR1KD/ANCA/rXjD9K9z160a/0C+tk++8JC/UcivCnzu5PPOaAEoopCR60AMLEjFJRRUy3AKXcduO1JSjrUgJWjo2r3Wi6hHd20hXaRvUdHXPINZo6mloA+hdO1G31S0jurOVJIXHQHlD3VvQ1crxLwj4k/4R3Ui8gaS2lG2VAenow969ogniuoY7iBt8Uihkb1FXECQqD1rhPiVpX2jTYdRjGXtm8t8f3T3/DpXeVS1ezjvdGvbZ1LCSBwAOu77w/WmB4BRTnXy2K55zzTcgdTQAU0qAM07rQYwByeKAGJ3pxQscijIToQc01mJOc0m7AKdgHHWlQszYHUgio6cobIwDnPFStwPdtFuDdaJYzk5LwISffaAavnoawfBcvm+FLEA5KqV/Imt49KsCKmsxB4p+CO1JQBETnmoyxIqzgelReVQBFRUpTbRgelDVwIqKXafSjafSklYBjMQeKZUpHqKQjg8VL3Ajopdp9KNp9KQDSoJprKAKfRQBbX7wqSvGh438RA5/tH/wAgR/8AxNL/AMJz4j/6CP8A5Aj/APiavmQHslFeN/8ACc+I/wDoI/8AkCP/AOJo/wCE58R/9BH/AMgR/wDxNHMgPZVODTwcivF/+E58R/8AQR/8gR//ABNKPHXiQf8AMR/8gR//ABNHMgPaKK8X/wCE78Sf9BL/AMgR/wDxNH/Cd+JP+gl/5Aj/APiaOZAe0UV4v/wnfiT/AKCX/kCP/wCJo/4TvxJ/0Ev/ACBH/wDE0cyA9l2GjYa8a/4TvxJ/0Ev/ACBH/wDE0f8ACd+JP+gl/wCQI/8A4mjmQHsuw0+vF/8AhO/En/QS/wDIEf8A8TR/wnfiT/oJf+QI/wD4mjmQHtIGaXYa8WHjvxKP+Yl/5Aj/APiaX/hPfE3/AEEv/IEf/wATRzID2scCivFP+E98Tf8AQS/8gR//ABNH/Ce+Jv8AoJf+QI//AImjmQHtdFeKf8J74m/6CX/kCP8A+Jr17RriW70PT7mdt0sttHI7YAyxUEnA96E7gWtho2Gn05RmmBFsNPAycU/YPegKAc0AJsNGw0+igBgQ57H2ryPx34ebSdTa7hT/AES4beCB91z1H09K9fHWor/T7fUrGWyuY/NhlGCvp7g0MD54zmo2+8a6HxP4Yu/Dt2VbMtq5/czgcN7H0rnicmo5mAlFFFJu4BRRRQAUUUUAAJByOteg+APFa2ky6PeylbaQ/uHfpG3p9DXn1OQkNwcZpp2A+jyCCQRgjqPSjO35j0HNcn4E8Tf21ZfYbtz9ut14yfvoO/ua64KCmevH51aA8M8XWB07xRfQbQFL+YuOmG5rEyR0A/GvS/idozGG21eMEhf3MxHOB2JrzTsDQAbn7bfypDuIwTS0UARlSKUKTT94XrTTJk8AUrIA2becjijzMdBzTMmioA9R+GtwbrR7qz3Y8mUMpP8Atf04ruNpNeYfC+58vWbu2J4lgyPqK9S+lWncCJ0OKZsNTP0plMBmw02paioARhmmEYOKkpCoJzQBHRRRSbsA1lyaTaQKfRUARUU/YPemsMGgBhUk0mw0+igDwSiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvorRNMvLPwfolzdQosM1nCYpEkDBlMYbngYOOoI6jqetfOtfR/hrTZdL+FthZ+Zc3MV6I7x7l9vloZIRiKMBiRtxg5Ayc+tNAUdIGv+J1lu9Fs9Pt9KRmRL/Up2jSdgcHYFBJHXnGODz2reu9K1DTY4zewRpv+68MnmRv7hsD9QDS/2Zep4N8P2mjWLaobK3+z3EFvIkRV8ZMm1yAQT3681L4es7uz8Ja/a6xLAuqfaY7+SxhkL/Y1kAVFY9MnYxIHrnvTuBnUUUVV0AUUUUXQEgxx0paiHUVIGB6Um1YCC9sYNRs5bW5hWWGRcFWxz9PQ+9eOeKvCFzoVy0sKNNYsSUmPUezen1r2uop4kuIXiliSSJxh0YZ3CoA+bqK7Lxl4Nn0eeS8so2fTG+bI/wCWWezVxxBHUEdqAEooooAKKKKACiiigC7pmo3Gl30V5bvtkibcOeo7j8a960fVINa0uG9gf5ZeNndWxkgmvniu6+HOvjT9SbTLhiILrGwseEk7fnQB6td2kd/ZzWkyb45lKsvrmvnvUbV7C/ntm4aKRkPvg8V9EnnI59iK87+JXh1GiOuQqPMUqs4AwGHQHFaXA8vyfU0ZPrQ33jSmMgZOMVMgG8n3p6x5GelIpVfWkZjnjpUgP2AdxTWxjjFNop2YHTeBbj7P4rs+n71jEefVT/WvZq8E0KcWuu2E5OAlzGx+m6vez1NNaANbpTcH0qSkJA61V0BHSYHpTicmkqAGMOmBSYPpUlIWANICLA9KMD0paKAEwPSmEcnipKQ9DQBHRgGiigBMD0pGHHAp1N3igDwGiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvo7wbYJofgNnudTjvLzWLa0lWGJcLbRrGNoPbdtxk8En6V841794dJHhnSQOB9jh/wDQBTSA0rLS/FF7BczWN1ocTieRI1uZ5ImEWAUYlc7upyMDp3zV7T7FPDfhqfTZNUOpavqFx9o1K5XlNwAGxTjlRgD8+nSquB6UU2gDrRRRUgFFFFABSg4NJRQA7f7U7qKjqQdBVRAq6jZRX+m3NnOf3c0ZjJxzzXhXiLRJ9B1aaxmLPsOVfsynoa+gK5jxt4e/tzRi0CZvLdcxY/iXup/n+FEtwPESCDg0lOddrlfQ4ptSAUUUUAFFFFABT0kaORXUkFSGBHYimUdTx1oA928I64Nb0CCZmHnxfuZVz3Hf8ay/iVcTx+Go44ztjlnCSn2xkfrXF/D/AFr+zPECW8pItrvETkdj2P5163f28Vzp9xBcRLJG0R3KwyD1waadgPncjBx6UZJp5Az0o2r34FDdwI6Kk2x/3qNsf96kBHRUm0elNYADgVfMA6NthVx1Vs/1/pX0JBIJbeKQdHQMPxFfPK5GCfu56V7voU/neH7Bv4vs8eT/AMBFS3cDSJwKYTmgkmkpAFFFFACMcUwnJzTn7UygAooprEgDFAAWwaQvkdKaTmigAooprEg8UABbnGKZRRQB/9k=", "path": "003629.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003630
Men Tshirts
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", "path": "003630.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003631
Men Tshirts
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mX7opU4UD2oHFIoKYRzT6jPWgApQabmnDpQAjdaaM+lL1pVx3oAFbHahyGpT7Ckz7UAMYPg7Nu7tuziqMmjLdyrJf3Ek+3pEPlj/KtE9aM0AJHGkKBIkVEHQKMCn5NMooAXFIRzRmkzQAGkoooAa471NbNkke1RHoaLZsSMD3xQA+6t926WMfPjlQPvf/AF6pA55rYA4qjd2+wmVfuk8qO3vVJktFajNJRTJFopKKACikzRmmFwZgilmIVQMknoBXzR8RfE58TeKJWicmztsxQD1x1b8TXq3xX8V/2JoH9nW0mLy9BXg8rH3NfPqrUNlJD1GOlDUU1zUlDIARc1oGs+H/AI+BWgOlADDSU5u9NoAKBzRRQA6lBpvfFSPFJGQJEZCQGG5SMg9D9KAEoo6UUAHSlzSUZxQAtGcCjIooA78/CbXn8LQ63aTW12ZIxMbaIktsIzwehPtXJaRpVxrGtWulwI3nTyiLGOV55J+nX8K9G+E3jQ6Hp2qW968ktpAqSxJu/wBXnIbGe3SvUNE8PeHr7V4PGmmRES3VvlSF2qd3VtvZu1AHmfxd8H6T4d0jR7rTrZYZS/2aUrwJcJncffg15JxXo3xA8Yy+KbO8jkVo4rTVQkEJ6qnlspz75GfxrzlqAF4py9G9qYDT06NQAzOLgVeUZqkwxMDVuNs0ATDjivUfhVrw3TaLO3UGWHJ/76H9a8tq1pmoS6XqUF7AxEkLhhjv7UJgz6ZoqnpeoQ6rpsF7AcpMgb6HuPzq5mtDMKKM0ZoC4U0nsOp/Sh2KjIGT2FTQwNwWHNJsaRJBFtHT/wCvUpHzVIowKb3qSyQUnNFFAAajPJqSmEUAJilH3aSigAooooActNPWndBTCeaAA0U3NKOTQAtFK3AppbHPpzwM0AKabXEaX8VfDmp+IX0U/arO5D7Ee7QIrt6eqn61d+IniUeFvBl5eRyBbuQeTbDPJc9x9BzQB1VFcF8JPEd/4l8ISTalL5txb3LQ+YerLtBGfzNd7QAVCrbLke+KmqtMdswPsKANPJ9adkMMHnPBzUSnKinqcGgChcWxgbI5Q9Paoa2SA6kMMg9R61lSwtC2D90n5TVJktEdFJmlzTJuNqK5uYrO1luZ2CxRKXZvQAVLmvMvjJ4iNhocOjwSFZrw5kweRGP8aHsJbnkPijX5vE3iG51GYnYx2xKT91B0H5VmDFRKOakWszUU1E55qaopBQA2H/j4FXx0rPhP79RWijbDu/ukH8jQABGZXYIxVBljjhR0yfSr2n6DqWqm3+x25kWe4+zRtuABk27sfgBkmu6uddaxl8WQWltYwSRwxulxHCDJId6H5icg9eOK4ODWL+PUIrkX7xSJMZllxny3P3nAHegC/r3hyDQo4Q2o/a55oVmUwQnysEkffJ55HpS6NZ2Vtot7ruo2v2yKGZLeC2LlVeVgTlyOdoA6dzXQ6946TUfDo0iK4udVuJoEikmuIRGqsrE71Uc7jnrnoOlc7oF5runSyw6fZC6juog8lrPbiWKVRkhip9OeaAO006z8M3PhK31S+totMhurlHkgBZo8puVWyfmWNjjd16Vw/iWLU49duDq203L4YFCDGU/hKY4CY6DtVbU9Z1O+uZ1vpCC21GhC7FQITtVVH3QMnis/cTjJJwMDJoAfik5oHSloASkNKeKbQACnAim0vTk0AdP4I0271rxANFtVBj1BPKuSRnZEGDMw9Dx+te7eM/G1r4Ej0ext4Ube6qY8/wCrgXgnHr6fQ15b8FtdsNM8Vy2l2Akt/GIYJiOjZzt9s1hfEbWn13xrqdwH3RxSGCADoFTgfrk0Aew+Nfh3pfjK2k1LSHjg1ID76HCSnGQHHQHnrXzzfWdxp95NZ3cRiuIXKSRt1UjtXo3ibxnqnhrWJrPSL2S3kE63LAKCrq8EfXPXkGvNbu5mu7mW5uJDJNK5d3bqzE5JoAjFSL901BnFSxnrQA6T/WVNFx0quxy1TRHmgC3/AA5qPPNSD7tRtQB6f8KvEJSeXRZ2+ST95ASf4u4r1avmCwvZrC9huoGIlhcOpHsc19HaHq0Ot6Pb38JGJV+Zc/dYdQauLuRJWNGjOB0zRUkUDMfnHzH9KbdhRVxbeLLMx+Y+tXlXaKbHGIwAKfUGgUgFLRQAh4FA6CkkbahNKvKj6UALRiopriG3MYmlWMyNsTccbjjOP0rJtvFmj3rXEVrdCa5g8zMCg7m2DJwKANkjmkxXBa98Q5NJ1Ozs5baOwEiRSXD3IZ2QOTwqr1Ixk810F3rjN4On1rSmGoOIGlh2ptEpBx0/P8qANtyI4zI5CIOSzcD86gW/tW1AWCzqbow+f5YH/LPON2fTNeXa0yXHh22l0fWrvU9WuonlnRpy8Tx7Tv3R9Ex0HfNdf4Pt7+y8yPUIXmluESdL9TlXQqNqNn7hXsvTvQB1JJpppx6U2gApV6ikpR1FAEjD5ajPFPZhio6APJ/ih4C/4STxJp09htgupIH86XGFIQj5m+gNeTnVL7xLqWjeHNc1gfYLSfyEuT8wRWIBOe/TjNe1/F/xFBoHhxURQdSvEkt7d84MSMPnYfhgV5povw5W6+FWo+IbkOl8+JLPJwPLBGSfr/SgD2zwh4ftPDUd/YaemLIvFJE3XzMxgFs+5FdJXz/8OvHOteHNaTw5qkM97aPIY49oMjxMB0Q919u1fQAOQDgj60AKv3qr3a4cfSrC/eFRXvAB9qAJoHyoFTVTtW+UZq51oAkU5FNliE0ZRuhoU4qSgDImieF9j/UEd6jya1p4EnTDcEdCO1ZckbxNtkGG/nVJ3M2rEZIAJPQV8weONak1/wAXX10xPlo5iiGeAq8V9MXgf7FPs+95bY+uK+TbhWF1MHzuEjBs+uaJDiRAVJ9aaKfioLExUUvepc9qilNAEUH/AB8LWkozmsyA/v1rTTpQBPJcTzSSNJLIxmwspB5ccfn0FdzL4c0a1e7YadPbzQnFj9unHl3r7c4IOMY69cdBXAsSOR1HStfS9Nj123mn1PVmhSKaO3UzMXyXBIGew4OaAOksNR0exto7XWIbNJ3lV7h7RFPlOFfYfl47gNjjkVyem61PZvN5lzM0ckEkQUMeCV2r+VdHYaJ4c06e6/tdHeCEbYJfO3LcZHLhV5AHH5nvTbzxNpdq1mmm2NjbGBSJFWEShsrwQx64OOvPSgDiDncSSST1JPenCmbnkkZ3OXY5Y+pp9ADx0paQdKWgBrUlONJigBKAcUGigCW2leCdJomKSIwZWXggg5BqxK5md3kO5nJLE9yetU0+9VntQA+/v7rUbjz7yZppQix7267VACj8AAKoseakbrURNAC5qSI8sPaoh1qWP+P/AHDQA1W3GrCdKpRNVpOlAF+PlKYy9aIG+XFPYd6AK5yK9D+FniA2ertpU8uLe6GYwx4Eg7D61581La3MltcxTxErJE4dSPUHNCBn1KDtOQDn0/pV+Bg4Dg5Ujr/SsTTbpr3TLW6ZSjTRK7KeoJHP61cileByyjcG+8hPB+noatq5mpWNWkb2psciyLuU9afUmgUCilFAEN4wS2ZvQgVIn+rX6VW1MZtU/wCuyfzq0v3B9KAMzWLQXn9nh4VmjS7VnRhkbdrDn8xVbRLKLSBqQkWGCOS9Z0YhUBBVRwfrW5XNeLdKm1U6esOnRXvlSszrNKUQAqQCcdcHmgBnim00m/VYNU1Z7aKIi4MUTKjHbkg7sbvoAfXFLpGsaZa6dHa6NaSz2NuoKtD82FK7w2DySSfzrNbwsLbQpdMvdZtlt7h1eSV0/eFh91QzH7oOMd+vrRpF94X8K+db2+qo807IGhiBb51UKdoHqRn6k0AdBot4NQinm/sg2K7yuZEVWlwSMkDkfjWsqj0FZ2m30V8bjyYJ4hHKQ/mrtzIeWGPbI/Or+eaAFIplPPSmnrQAlFFFABRRRQBwPxR8Er4r0y0uoiwurGTIUDPmRsRuH14zWz4n0oW/w61PSrCM4isGihRBn7o4AFdLQOOlAGB4Q02Gy8NWLiIrNcRJcS+YoDLIyAH3HSt+jrRQAo61HfL+6Bp9R30mLdR60AR2x4FXk5FZ1oc1pIKAHYqRelIBxQSFUkkAAZJ9qAHMQikkgDGck1kT3H2h84wo6CnXV0Z22rkRjt6+9VqpIiUr6CZrxHx/8Or631G41XSoWuLWUl5I0GWjPfjuK9toNU1clSsfJONpwwwRwQaWvf8AxR8NdJ8Qb7iACzvSP9YgwrH/AGhXlOr/AA78R6O7M1mbmEdJYDuH5dazaZakmcmRyaikqy8TRuVdSrDqGGKhkFIoqw/8fC1qp92suPi4X61qR/doAV+BmoRI4G0Odu4MRnuOhqWQ8VXHWgB/ToB+VHbNJQfu0AIvU08daYnWnjrQBIKAKUUCgAPWmtTj1pjdKACgniikbpQAqHmra8rVNOtXE6UAV5OlQmpZTyahHNABU0JyJP8AcIqGpYf4+e1AEUY24Jq2g4qpJxHER0NW43DJQBMpxUobIpbKxutQuFt7SB5pWxhEGTXp/hz4WhQtxrkgPQ/Zoj/6EaaVxNpHn+keH9T1648mwtmkxw0h4Vfqa9R8M/DCw0t0utTdby6XkJjEan+tdva2ltY2629rDHDEvRUXAqerUbEOVxRwMAYA6UuaZRVEEscpibI5HcetacUiyoGU5H8qx6kimeF9yH6jsalouMjXxSimRTJPGHXj29KfUGhVvxuiiX1mWrI+6Kr3hANv7zCrAHAoADUcyeZDIo+8yED8RUhppOKAOIs/A9zbeTO2ojzjbmGdZU81TknJXPQ4wK0LPwXpVqIQIs7FYNgkbsng57MBxkV0hOabnmgCOK3it9/lLje29vc46n34qTPNFHegBxpppTRigBtFFFABRRRQAUUUUAFFFFAD0Gapan/B6YNaC9Kz9U6J9KAGWfatWPqKw7aXaVHvW0rrGu52wFHJoAsEqqkk4GOSe1ZN1dm4IVRiMHP+9Tbm7a4+UfLGOi9z9ar1SRnKXRDuaM03NJVkhRxTaKBDuKM02igDF1vwlouvxn7dZIZD0lQbXH415vrPwauU3PpF8kq9o5vlP517FRSaTGpNHyzrXhTWfDtzGdSs2hRjhXzlSfrUSfdr2v4wIG8HRtjJS6TB/OvFE+7WbVjWLuhsh4quOtTv1qEUhj6Q9KUUhNADVODUi1GvXNPHWgCZaKRelAoAD1pGp1MY0AA6UjdKUdKa3SgBY/vCrq9BVSMc1cQfLQBSnOGNRLUk5wxqFTQBJ2qzZRPNN5cSM7twFUZJPpVatXw3ObfxDYSqcFZ0PH1oAxEE7SfYnhkEyuVCFTu+mPWvR/Cvwu1PUkjn1MtY2552kZkb6Dt+NevjQNJXVn1Qafb/AG1+sxQbq0atRM3MzdE8PaZ4ftvJ0+2WPj5nPLN9TWpkU2irsQO4o4ptFADuKOKbRQA7ijim0UATwTtBIGXkd1zwa1EmSWPzEOVHX1H1rEoB689fek1cpSsWprj7RewBMbEkHzf3q1OlYtvzdQgf3v6Gtn2qZIuLuBpjU8009KkojpD1paSgAPSkFBpRQApoopT0oAZRRRQAUUUUAFFFFABSgZNJTlODQBKBgVk6uz+dGFXK7Mk56HP8q1qztQ/1yf7h/nTSuJuyM5BmQAEY4y3YVclnaX5efLHRT39zVcIqnIp1Wo2M3JtDuKOKbRTJHcUcU2igBKKbmjNMQ6im5ozQA6im5ozQBxHxZAPgiT2uIz/OvDl+5XuPxW58ES/9d4/514cn3aynuaw2GPUA61PJUA45qSx/ekalFNc0ANHFSrUQ5qVRmgCZelFA4FOjjeV9qIzNgnaoyTgZoAbTWFdB/wAIdrxvbSzj06eS4uwWhQLgsvHzew5HJrrLr4X6f4as0vvGHiCO1VhkWloN0zn+6Cf54oA8ypjVr69eaPcXYXRdNktLZBgedLvkkPq2OBWO1AEkJ5q6vSqcI5q4OlAFC4+8ahWprk/NUSdKAJKvaQQuq2x9JVP6iqIq1YErexMBnDj+dAH1KDkZpaiiOYUOeqj+VPzWyMB1FNzRmmIdRTc0ZoAdRTc0ZoAdRTc0ZoAdRTc0ZoAntP8Aj8i+pP6Gtmsay4vI/wAf5Vsis5bmsNhDSN0paRvu1JZEaO1Bo7UAJS0YoFAC07GRxTe1OLLHGXdgqgZJJwBQAw8Gk71hr4u0WW+urf8AtC1U2oZpy0o+RVxyfbkVyN58WEv9Rk0vwlpE+s3Y+VZNp8oH+9kdvc0AelYpQKwvDlrr8UL3HiDUIZriXG23t0Aii9gepNdAo4oAjNFKetJQAUoOKSlAzQBLnms/Uv8AWR/7p/nV4/eqhqX+uh/3WH61UdyZbFSim5ozWhjcdRTc0ZoAdRTc0ZoAbRSUUCFopKKAFopKKAOK+Kpx4Il/67x/zrw5OEr274rn/iinHrcJ/WvEU+5Wc9zaGwyTrUI5yKlc84qIfeqCx+KY9SZyK6r4eeFf+Eu8Vx2bgfZ4UM02f7vTH4mgDlZrae0maG4ieKRcZR1wRkZp0KNJIqKMsxwB717J4r8IRa34s8Ww2UDTXttbxPBGo4VtijA/AV5rBo9xpniawtLqFo2a4UAOMfxYP65oAs2HhTU7yxvpo7R5Gt4Ul+TnaGPOfwFd38D9BtdS1DVbq7tfNSGNYkLDjLZyPrivZJ9MttM8LX8NtGqg2j7io6kIRmvOfgdfve2+owRoIrO1WNYoh3JyS7Hux9e3SgC/8VvGmoeDks7XR4II5rmI/wCksuWjUHGBXz9qGoXep3T3V9cy3E7nJeRiTXr37QXy3+insYpB+teMHigBtNalNJmgCWKrgPyVTiq3/AKAKE/Wo0qS5IwaiiOaAJjwKntTtnQ+jCoPSpoTh1PoaAPqC3ObaI+qL/Kpar2ZzZW5/wCmS/yFT1uc7FopKKBC0UlFAC0UlFAC0UlFAC0UlFAFiy5u1Hsa2lGBWJZnF2mO6kVuCs5bm0NhKRulLTW64qSyNutA6UpwM1HJNHbxPLMwWOMbmJ7AUAQtf2q3v2MygTiMSlf9kttz+dWe1eCeHvFN14g8deI9TSYLDHZybAT0RW+XHpXd/D3x/ZeIorXTVdjdpFh1YcnaMlvpyBQBq+JPHWl6Fa3ommMc0AGNw6ksBgepxk1g/E/xZbP8NYr3Tbsq2oEeQOVZ05DHFeNfFG6lm+IWsxOxMcU5VB6Dr/Wu58S2MNv8B9N1FW8y5uEt42kPOxBkbV9B/OgDkfhn4ft/GPiqe31Sa4MIi82QRtjzSCPlY+lfS2m6VYaRbC30+zgtogAMRIF3Y7k9z718/fAeTb41uEx961Y59MEV9DPd2sdxHbyXESzyfciZwGbHoOpoAnqYfdqGp+1AEB60UHqaKAClFJThQAoOTVLVOsJ+o/lVvvVTU/8AVRf7x/lTjuTLYz6KSitTAWikooAWikooAbmjNNpc0wFzS5plFAD80ZplFAHG/FNd3gmY/wB2ZD+teHp9yvdPiYM+B7vPZkP61xvww+Hf/CXzSXuoM0elwNtIXrM3oPQVlPc2p7HBW+nXl9va2t3kRBl3A+VR7noKl0/Qr3UtYi0y1j33EjbRt5HP9OK9l+IGveH/AARb/wBjaRZW81/5eBGeVtwe5HQt9cmpvgVpltdWGoazcQrLdmcKspHK4HOPTrUFnjfiLw9c+G7y3s73/j4lt0nZMY2bs4H6V7N8CNJSx8O6lrs8Zjad9gduhjTkkfif0rn/AI76bDbeK9NvpA/lXFoYyE6goeP/AEIV6BqkS+FPgdLFG/ltDpYQN/tuOf1NAEvhfD/FLxhMoyhS1w31QH/CuC+KlnKnxY0BjgQTiLywB0Ik+b9TXeeAZRN4l8SOcZMdhk/9u4rj/jROLbxx4TlyAU5JPp5goA9lv0J0y5jUbiYWVR6naRXj3wGBj1HxHERt2mPI9DlhXthwyk9iK8p+EsVtF4j8XeU/743QBQD7qgn/ABoAPi54ah1q70m8v9Ug03TbZZBPNIfmOSDtRerGvJvFOt+G20yPRvDOkiK3Rw0t/OMzXGP5Cu//AGhJWD6FFn5T5rfjwK8TJ+Xk0ARtTc80r0xfvUAWI6tdFqtF61YP3aAKFzxmo7fnNPu+KZa9DQBYp6nv6Uw8Uq0AfTumvv0u0b1hQ/oKs5qhozE6JYEnJ+zp/wCgirua6OhzD80ZplFAD80mabRQA7NGabRQA7NLmmUUAOzRmm0UAWLM/wCmJ9D/AErfHP5Vz9kM3i+w/qK1NT1K30fSLrU7s7be1iaWQ+w7fjWUtzaGxFrGu6ZoFp9p1O8it4z93ceXP+yO9c7ovj228QXU6WkOyK3BMrsclV9TjgfnmvELGPxF8XPGhWW7lW3Ql2dslLWLPQD17Ad69vm8PaZ4N8BarBp0axottJJJI/3nbbwWP9O1SWcxJ8V0vfG9jounFDaSzxKbhWzuzncv48Vs/FvX49E8BXsWSLi+P2WLBwQTyT+Qr5t0C8Np4k0y6yR5N1FIT6YYZr1v4/XEQi0WOF3Iunlu2BbI5CqMenFAHJeBrZ9LstW1CYYjutJmMee43hc/nS/BS++x/ESBcA+fA8PPvj/Cuqt9NW38BWJK4L+G5JG+pnz/AIVx/wAG4BP8RrMn/lmjyfligDL+JJb/AIWPr248/a2H6Cu+1e7juv2bdNIwDHcpEw9wxrivitGsfxN1wA5zMG/EqK6W5tHn/Z4s5xPIFivjmIfdbLdT9KAMH4U/2q3i82+jSRQ3U9u8fnyjIhXu2O544Fe9+HfAtnouoNq15dz6prLEn7bcnlMjnYBwteL/AALXd4+fjOLSQ/qK+hdQ1iw0sql3cKkr/chX5pHP+yg5NAF76VKDxVeOQPCJGVoxjJD8Ffr6VNGwddynKnvQA1utJTn4NNoAKcKbSjpQAtVdS/49Ub0f+lWag1If8S8n/bWmtxS2MjNGabmlzWxzi5ozSZpKAH5ozTKKAEopKKBC0UlFAC0UlFAHMfEOB7rwbdwxjLs8aqPUlhXT3ZT4efCtmsIwZbe2AViOsjfxH8TmuZ8e3n2HwpNcYyY5omx9HBr0JotL8Z+EFj3LPY3sAIYHpx/MGsqm5vT2PkC4uJru4e5uZXkmkYs7uckk85r6R+BcUcfgAyqPme7k3n6YxXh3jPwfe+D9aezuVLQOSbebHDr6fWvcfgQc/Dth6Xsv9KgszfjNpZ1yw0ySMjzLTU1tnA7LLjB/Sr/xxulsPhk9sG2maWOIL7AZ/pRqdxBqHxP1PwxcHal5b211A392WI7v1FcH+0HqoufEmn6Wkjbbe2Mkibvl3MTjj1wKAPQvhe5k13xExzgw2H/ogVxnxrU3HxG0CA9PKjGPrLXV/ByYTSa3KSNzracewhArlPjTL5HxI0KY9Eijb8paAPfSNsePQYrx74TAr478XccGUf8AoRr16NvMt1bsyg/pXknwldT4y8ZKzDeLjGM9txFAFz4t+D7vxRd6XMt3b2dhZxyNc3Vw+FjBI7dzxXj15LotlINO8N2UuqXmdp1C4jLb89o4hwB7nmvWvi1caBNc2cGt65KlrApZ9Ms+ZpnJ4JPRRjufWvJb/wAZiOGSy8NaemjWTDa7RtvnmH+055wfQUAY2oaV/Zpb+1LhReHk2kRDOp9HI4X6DJrJYqzkqu1SeBTpDnJPJ9T3qJTk0AW4qnP3agi6VMx+WgDPvDTbXoaW76U216GgCwelPTpTGpyUAfSegtnw9px9bZP5CtCszw8c+HNNP/Tsn8q0q6Ecr3FopKKAFopKKAFopKKAFopKKAFopKKALNgR9sA77a5P44Xc1t4B8uMuEuJwkhXgEYyAa6qwOL76J/WrHiTw9aeKPDt1o938qTrhJMZMT9mH0rKW50Q+E8p+AWo2C2mo6cXVL+WQSBT1kUDjHrjmvSfH0XneAdcjzz9kc/lzXzXquh+I/h1r8U0iy2sqOTbXSD5ZAD1B/pXrlr8TLLxd8PddinjFtqkNlJvg3ZEi4xvX8TyKko8M0C0XUNUW0dWJlikC7eu4ISv6iuu19b3xjfeDtPM8STzWKWw3n7jBmU7gOR92sX4cvHH4+0YydPPVQPUmvZNL+Hk1t8Zr3WHgaLS4P9JtDj5WkbgqPoSxoAteNLP+x9BliUDy7bQjAPT/AFi15d8DyB8REz/z7Sf0r2L4o2s0/ha8aKJnU2zRuR1A3q39DXjnwTP/ABcWH3t5P6UAY/xRJPxK10nP/Hx/QV2Rfy/2b0ORh77aPzNc/wDGSyFr8SLxgf8Aj4jjnP1Yf/Wqzp+tSax8MIPCFjpVzPMt0HluwcRxFn+XPr1oAy/hta6leeIJ4tP1NNLj+zsLq8cgeXDkZwTwCeBmvaNFvdG0t/sHgzTpdVvpsibUpCzRqf70kp6/RKq+FfgppGjDztZmbUrggbouUhB64Iz84z68V6TFDFbW6W8EaxQoMLGihVUewHFAGdZ6RJmOfVL1r65XkYXy4VP+yg/ma2ExwAMCoh1qQcUAK9MpxOaYaAFpR0qPmnL0oAU1FqAzpr+zL/OpSKhvzjTpc+q/zFNbilsYtFJRWxzC0UlFAC0UlFADc0ZozRmmIXNJmjNGaAFzRmkzRmgDivim+3waw/vToP51xXw++It54LmNvIjXWlyNueDdyh/vJ6H27113xZfHhOJf71yn8jXksFooszd3LlISSqKPvSHHQegHc1jPc6Kfwn1Ncw+HPib4UwkiXNpMCVkHDwvj8wRUPw28Pz+F9AudHnId4buRhIOjq2MH8q8R+D2t3mm+P7Syhdvs1+THNETkHAJDfUY619OlUjZ5CQMjLEmoLPnn4sarN4c+LlnqtptaeCCKYK3Rjk8H2ry/xDrVx4i1691e7AE105coDkKOyj2Fdb8X9Uj1T4i6i8UgeO3CW6kcj5Rz+prz9mANAHv/AOz3dtcWusI4y0XlLu9Rj/61Yfxrm/tn4gWWnaYr3N5DbrEY4xk7yxYAfhXOfDLxxH4Ns/ETs6i4mtFNojDIeYHAH65/CuUbUrx9Qk1AXEgu3dnMyMQ2T1INAH2dp6vFplpHKCJVhRXB9QozXhniX4l6bp0WuaZ4ZsTp9zJJg3qrh5ZN+HP0xnrWxr3jtbX4Q6VHa6gF1S8tUjODlwo4ds9jx39a8JdyxJOck8knJ/OgAlleeZpZXeSRzlnc5JPuetMPFJQTxQBG54pqfeoc8UidaALkfSpWPy1DHUr/AHaAM+77Ult0NLddqbbnk0AWWPFOjPNMbpTo+TQB9HeHDnwzpn/Xsn8q1M1leGz/AMUzpn/Xsn8q1M10LY5XuLmkzRmjNMQZpc0maM0AGaM0ZozQAZpc0maM0ALmjNJmjNAE9h/x/N/uD+ddDH0/CsDThm5Y/SnavrLre2+h6bmTUbrO+RCD9jjxzK47dcAetYy3Omn8KLOq2Wl+IYJtHvIEu4Sv71cZVDnjDdm+nIr5f8a+G5/AfiuSyScyRvF5kbj+KNsgg/livqvda6XY/O6QW8K/M8hAAA/iY+vqa+fNekX4rfEiVrFWXT7GybdKR1SMMc/ixAFSWcz8LrBtQ+IujxqMiOQzH2CjNfWHevH/AIE6FYpodxrzW3+mtM8CSknIjwMgfnXrFze2ljCs13cxwRMwQPI2FyenNAFLxNC1z4Y1OGNcu1tJgfhXn3wW8GnR9FOu3tugvL0YhyckQ/0yR+Vdjq3iiawuprWOyQyRqr7ZXH79GIGY8deMkg10aiMIojCiPA2hRgYxQB8z/FbQbm2+IEMDXc13PfojLJN0BZiAo9hwK998HeGYPDHhWz0fCzNGPMkcrkNITuJ/A9KuXOh6bearb6ncWkct5boUikfnYD6DpWonHFACOO9Qmp36VC3SgBOKfUVSDpQAtMpxpKAGnrSikPWgUAPPSq+oc6dL7EfzFWO1QXwzptwfRc01uKWzMPNGaTNGa3OQXNJmjNGaADNGaM0ZoAbmjNJRTELmjNJRQAuaKSigDnfGOiJr+lxW004t7aGX7RczY/1cKAlj9ew98V4prepR6pfs9vF5FnEPKtoR0jjHQe5PUn1r6D1OPS77Rr/SdU1VNNS/h8tJ3YKODkjnj8K5KytPhX4JkW4udTGt3qfMqovmqD7AfKPxNYT3Oin8IfBvwVPZXT+K9YiNvBDEfsomG08jmQ+2M4+tah8eJrfhbx7qZmEdvEFtrQFscFSFx7sea4jxt8W7/wAUWzabp8J0/TW4dd2XkHoSOg9hWH4Nm0hLfVI9YjaWJY1mRGJ8rIOMsAecbhz25qDQ5BoZngknKyOikB5CCQCemT6nFadr4aufsmn6jcQSy2F7IYh9nPzo2cAkHoCemeuCK6HxH4h02Z54CGu4Z4Y9yWz7USRcHAbGCAc9AOvWso3/AIo1bR0srcS2+kQKyiONdsY2jcQW6lu/PWgCXxBp+k6fYSQWMlvJJHdKsU0cgZpYthDEjsd45rnkzn0ruNJ+HdssFvc6hqEeJSzPGfkO0IHBBPX3Hoc1jeI7ewguYfsflLKykzRwbfKT0C7Seccnk0AZSEsuMnHpmoZOCa0dM0u91FytpbSy87SyrlVJ9T0FRarp8mmzrBMR5xXdJGAQYzngH3wM/jQBQH1obpSjpSN0oAhc0sXWmSdafB1oAtx1M3Soo6lPSgDNvO1Mt/vU+8ptvw1AFrtSx8EmkP3aRTjNAH0X4YP/ABS2l/8AXsn8q1qx/Cxz4U0v/r2T+Va9dK2OR7i5opKKYhaM0lFAC5ozSUUALmjNJRQAuaM0lFAF/S13Sv8AX+leYjxhL4P+Ifiu5vdA1C9uL6ZVtmjGAY16AcdOnSvUtHHLn3/wrZ2jG7Az64GawludUNkeJ6wnxJ+I4Ng+l/2Ho8hzIJhtDDqNxPzN9ABXc+Cvh/Y+C9KubaOT7XdXQInuGG3cMY2D0HWuwOSeetZd/r+naemZJxISDgRYfkdiQeDUlnB6NHrFisei2WnS2WmQ3EkPkW2Sx/vM8h4x7ZHUdq6K58M3eseH7TTdVuEtbe0ky7RvveQDIUFiAF6+9Z9/4p1m4eWHR7SG0kS4RZPPXJkDjhgemc4yMdsZq7D4fudWtbp7q4upvtcEZiN3keRICd48v+EE4ODmgCS51jQ/DFvGsaT3riRULg+a+QducnrgccUmh+LbrXNZ8uG0U2rZG3o0YBIMhPcHHStNPC+jfaZZGt4ml3BnUH5UOB0HYcZxXN6/4vv9J1G60+y0+3tltmyWIDFhjdnaMAZyfWgDvWkWNd0jBFHUucCobTUrW8uZIbaTzTGMuyDKqckYJ9eDWO0Nxruk6bdqsYkTMhgvIiVclcfMvGcdan0Hwxb6KFeKaUzks0rIxVJCfVfbt6DigDcbkVC9WMcVC44NAEVSLUeMGnjpQA402looAYRzSU80wDmgCQdKivP+QXdf7lTL0qC8H/Euuv8Armaa3FLY5/PNGaTNFdByC0ZpKKBC5ozSUUAJRSUUALRSUUALRSUUAeafGFwbHTITg5lZufpivK1AC4HT0r074wcLpZ93rzEjFYT3Omn8JLBaXFxuMEEkirgMVXIXPqeg/Gui07wfcyvKl/N9mbyndIUwWk29Rk8D9fxqpoOtwaZZanBcJJItzGvlqoBXeG6nPHTIzg1Um8Q6owtVW6kT7IrxwMp+dUbqu7qfQe1QWdVeSeGfD9rpEllZwz3QKPffa8szKSQcKeDzz2xj3rlD4p1FnFvFPJPJHemaBvXcNuNvTnimaHBY3+spFq80v2YRu7MrfMSAWxn3wa29am8MvoulNp9wLaSBhLhI8zscdGxxnI65oAwre7vdV1G20/UdQljjadYy0uT5Z+7kjrntXc6j4M0fSPD011DJ9ouC2A07bGiUZXO3IHUA8561wN/qNtd6mbuxtXt38wyl3l3szE5z6Dmi5vbrULg3F5PJPM3V5GyTQB0Gla7Hp9lbjbcC5tJXlg8pwI3ZsffHtisvV9Xu9Wn33UnmYYlSQMjPbPUj0Haqsf3ailOM0AR5xSE8U0nmg9DQBE5qSHnNRNU1v0NAFyLtUp6Go04qTqDQBmXnamQfep952pkH3h9KALfam9DTh0puKAPofwkc+EtL/wCvZf5Vs1ieETnwlpeP+fdRW1XStjke7FopKKYhaKSigBaKSigBaKSigBaKSigDZ0Vf3cjccuR/KtY/d5rK0Qf6O3++f6VqPWEtzrh8KGjgg1ymn+B7W3W/iu5RNbXU/mrCgICfMGBz65HpXV0VJRCLS3WeScW8fmyYLttBLY6VxevW/irVr6VLKZI7a3vNqoCUMi7Qd5buOcYPpXdUhIoAzLezvm1Br2e6jiEkao8EC5Dbc4Jc8557CrSWFpHeyXiW8QuZBh5do3EemasE0maAF/En605TimZpwNAEo560xxTlPahulAFc/epegpxXnNNxQAtFKBmigAxTAMGn03vQA8VFdLmznH/TNv5VKKZcD/Rpv+ubfyoW4nscwOlFNX7o+lLXScgtFJRQIWikooAKM0lFAC0UlFAC0UlFAHlvxgf5tLX/AHzXmZ6V6P8AF8/6ZpY9I3P6ivOO1YT+I6afwgOlNfgU7tUcpwKgsryMQcqSD7Gq2MVI5qPvQBYt+Tmri1Tt+9W160AWo+lQz8N9amj6VDccOtAEHelPSk60rdKAISMmp4BgVCOWqxEMUAWkqTsaYg4pzHC0AZd5ywFNh+8KLpvmH1psTcigC6OlB6/Smq2RT+tAH0D4PGPCOl5Of3ArczWF4Obd4Q0w/wDTEf1rcrpitDke7FozSUUxC0UlFAC0UlFAC5opKKAFzRSUUDNvRP8Aj3P++a0nOTWdowItM+rH+daPesJbnVH4QoooqSgprcU6mtzQAwtSbqaxwabvoAmzxSqc1X8zmpomyKAJgcU5ulMp+MjrQBGabTyMHmmkUAA6UtA4paAG0YzS0UAAGKbMAbaXn+Bv5U+my/8AHvL7of5ULcDlF+6PoKXNNH3R9KWulHGLmjNJRQIXNFJRQB51/wALn8Od7LVfp5UfP/j9RRfGnQ23+dpuophiE2BH3jsTyu3vxz9ea8QorD2kjp9nE9pb4zaab6Yra3YtPs/7oGBC5mz1b5x8uDjGeozxnAaPjBpqwFPNvnlZlxMdOjXYvO75RPhjwuOnU56CvGKKOdh7OJ7Q/wAYNNZYkWW/QqDvm/s6NvM9Pk8/jI68/SnyfGbSTeWYitb4Wu4/aiYE3kbTjYPM4+bnr/8AX8Uopc7Dkid34w8Y6f4mEU6z3YmiBCQGxSNACem8SknjuVJ7cVzputO8u2xd3ZdiPtA+xqBH0zs/e/P+IX9axqKTdykkjWF3YteCNp7hbQZHmi3UyEdjs3gen8XvzUFxdwGV1hMrR5+RnQKxHrgE4/M/U1QopDJmlUk8Gmbx70yigCzFcImchvwqcX8Q/hf8hWfRQBrJqkC9Vk/If41HNqEUhBVX/ED/ABrNooAvC8j/ALrflQb2PH3W/KqNFAFsXSA5Iar8LBlDDoRmsWultdH1KS0hkj0+6ZHRWVliYggjgjigQR0SH5SK0V0LVQgP9nXf/flv8KbJoerkcabd/wDflv8ACnYLo5m6+/j0pIjzWnceHdaaYkaVen/tg3+FNTw7rS9dJvf+/Df4UWC6Io+lT7eBVmHQNZI/5BV5/wB+G/wq9D4Y12RgBpN1+MZFFmF0ey+DBjwfpmf+eP8AU1u1meHrSWw8P2NrOu2WKIK49DWnxXTHY5JbhRRxRxTFcKKOKOKAuFFHFHFAXCijijigLhRRxRxQFzTsL+C2gEcm7OSeBnvVv+2LT1k/74rB4o4qORM0VWSRv/2vaesn/fBoGsWeesmPXyzWBxRxS9mh+2kdF/a9j/z0b/vhv8KQ6tYkf61v+/bf4Vz340cUezQe1kbT6lasciRv++G/wpv9o2n/AD0b/vhv8Kx/xoo9mg9rI2DqFpn/AFjf9+2/wp8eqWaA/PIf+2bVicUcUezQe1kdB/bVl6y/9+zTxrVj/wA9JB9Ym/wrnOKOKPZoPayOiOsWJ58x/wDv23+FM/tey7SP/wB+2/wrAo4o9mg9rI6D+2LL+8//AH7b/CkOsWeesh/7ZmsDijij2aD2sjfOsWf96T/v2aBrFn6yf98GsDijij2aD2sjf/tm0/6af98U1tYtDG6gSklSB8n/ANesLijin7NC9tIBwuKKOKOKozuFFHFHFMLhRRxRxQFz5GooorkO0KKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6i8KFv+EO0T5j/x4Qd/+ma0UVrS3Mquxsbm/vH86Of7x/OiitjENzf3j+dHP94/nRRQAZPqfzpuT6miigAooooEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAf//Z", "path": "003631.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003632
Men Tshirts
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", "path": "003632.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003633
Men Tshirts
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", "path": "003633.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003634
Men Tshirts
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", "path": "003634.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003635
Men Tshirts
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"path": "003635.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003636
Men Tshirts
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", "path": "003636.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003637
Men Tshirts
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", "path": "003637.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003638
Men Tshirts
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", "path": "003638.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003639
Men Tshirts
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", "path": "003639.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003640
Men Tshirts
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", "path": "003640.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003641
Men Tshirts
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", "path": "003641.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003642
Men Tshirts
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", "path": "003642.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003643
Men Tshirts
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", "path": "003643.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003644
Men Tshirts
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", "path": "003644.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003645
Men Tshirts
{ "bytes": 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", "path": "003645.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003646
Men Tshirts
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", "path": "003646.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003647
Men Tshirts
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81L4mFFFFBIUUCngUDSuIBS4p2KMUjTlG0U7FNoCwhFJTqTFBLQlJS0lBLEooooJEpKdSUyWhKQ0tJQIbSijFKKCUPFLSDpS0GqCiiigYUUUUAFFFFABRS4pyryKClFtnl/xN1MNOtor/ACxLyP8AaNeKaiMzbh3rsvGGqNd65fFj/wAtmH5HFcXcNvbNUloe9QhyRsU8VKjYNIVzTR8vWjY6S1I2EBFJjcuagZyQAe1WYsMmM9KtMkROKfS4xRitEITFGzNFOUUwI9pXp1qQTOExtJPrinYpwNAFZVCuWI+Y+tWrS5ls7y3uoSBLBKsqE9MqcjP5VG655popWuB23jPx+3ivT4bGLTxZx+eLmcmUuXkAxx6LyeKm8A+KhosOr2E84iiurR3iY8bZlU4/MGuFp4GankVrIBwJMSjpwKzbube+1T8o/WrV3P5UBAPzNwKzI1LEYyaUn0BEiYq3FFu+Zhx6VEkBDZcECrnalFDYmMdKdjNJThyQMgZ7ntWohm2jbXZReCrcaAt7danJHfeWsz2yWpZIFZN6+Y+QBkFfu5wWGe9cnPC9vKY5Mbh6HI/OojOMnZFOnJK/QixTT96n5GaaRmrJGGkzgc0Ec0nXtUMBjMCKZ71JtFNfCjNTYpDexp9jF5s6KByTTMgjiup8A+HrjXfEFuiRsYInDzPjhVFZNiqSUYuTPo3T0MWmWqHqsKD9BVqkAAAUdBwKWg+Zk7sKKKMUCFFSgU1RUgFJs3hESkp1JSLaG0YpaKCLDKKdimnimS0IelJTqQigloSkpaSgliUlOpKCWJSUtFMkjp4pKcKCYodRRRQahRRRQAUUUUAFA6iigdRQCJQKcB8wpBS1J0w0Z8reJ98fiPUYmHK3Dg/maxDnvXXfEC2Ft481ePGA0+/8wD/WuXaIE8cVvBXij3UQYFDJkVIYmXpRg+lOw7lUqfSpImwalMZYdDUK9aSQFsHI96CaauPWlq0AU4Um2nCqELS0lLmgQtIy8UtO6igZFnFOVsAk9KCtX9I0pdVungluGtrdIzJNOIy/loO+B160XA52d/PmLdugqW2iPmg44FXtZ0V9C1h7BpVnQKssUqggSRsMq2D047VHEm3msUru4yQgE0mKU0da1QhtKpIORg49aTFOQfNTGjprZvOsrdGeV4lUGOOVy4T1xk8Vmav5TNGQ4Mq5UqDnjtVXzpRCIxIwjHYGqx61y08Py1Oa57OJzKFTDqjGnba78/IbiilPNJXWzxRpHNNxipKQjmpsBFimuoK81KeOlIIfOkjjzjc4GfqaiQzo/BPw/vfFl15rFrfTo2xJNjlj/dX3r6E0bRLDQNPSy0+ARRL1Pdj6k96fpGnW+k6Ra2NsgSKKMAAdzjk1dArE8PE4mVR26C0U7bTglBzKLYzFPVaeqU8LSbNY0hoFOxS4oqTflsNpKcaSmJobRilpKCGhKSnGkNBLGUUp5pKZDQhpKdTTQS0JSGnU2ghhSUtJTJY0U8U0U4dKBRFooooLCiiigAooooAKB1FFA6igETUtJS1J0I+ffivB5Xju5f8A56xRv+mP6VxGenpXffGLK+NFP962Q/zriLK1+1ylCxVQMkjrW8ZqNO7Po8LQniJRpwWrIeoxQ8TxgF43UHuRXRwWMEGNiDd/ePJqYRhyQSD6jOa5JY3XRH1dLha0f3k7SZyg5HFVXt3ByBnPpXQanYLComiXAJwwHSs3FddKaqRuj5vHYOeDqunMz4yUbDA59KsqQaSWIk5FRQkhzk/hV2OMs0YpM570nOKoB9N70gJHWnA5oAXNOzTe1OzVIAPIqSz1bUNEvY73TLpre5XKh1APB6gg8EVHnIqBhk81EkBYvr+91bUJr/Ublrm7lILyMACcDA6dAPSo1OKYKcKEgFPSlUU2noKYDaVetKRikHWgaJSeKjYU4UpP0qdS7qxGRim96c3pScVRmJ0oPNKcUlADMc04EqQ3oQaNuT1p2OKmWw0fUmi3P2zQ7G5znzIEbP4VqRx5Ga5b4bym/wDBWmY52IUP4Gu6S3C4yM1yTlZ2PJpYSU5tvZGfNJHbpukZV9ATyagS/tmbG/H1rB8ViSTVI40bGOar26NGuC2TmpSb3PRhRhDZHYI6MMqwP40/FZVqp+wq+eQa14lDRqT6UOJrywfQQDNG0e9OGAaOAanlKSgtLIjIo25HWpldM4K5qcBNuQBTszJ0aT6FA8UlTXTAWxnA5XORVeGWO4iEkbAqaalbc5auEe8BaQ06kqzz2hKaadSUENDaQ04ikNMhjaaaeRSUENDaKWkoJY0U+minUxRCiiigoKKKKACiiigAoHUUUDqKARNRQOlAqToPCPjQP+Kvtj/06L/M1xWk3CRXBRuN+ADXefGuBk8R2ExHyyW2AfcNz/OvNEyrBgeRzV8nPTsfT5ZinhqkKq6HVXEipbtvcISOMnrUdjC24Tbhhl7d6wmaad9x3Ox9BmtezM9pa/vUIBPGTXLKhyRstz66jmf1vEqtOLUYmlPEJYWTAOQRzXMTQPBIVcYIrpLe485ScYxVHWYcxiYduDU4So4T5GbZ9hoYvDLEU+hilciqkybH3Y4NWlcdKJFDocjtXrNHwNyup4yD1p6OG471WjcI5RuB2NSsMDIqLjJsZpDxTIpCTg1IwqgFAyKUimqcU+mgGHimsOQakIyKYRxSYBjJoxSKflGaeOaBXGEc09DQy0goAc3SkB9ad/BTcc0DFFKRSY96lt7ee7nWC3heaVzhUjUsSfYCmBXbrSV3OlfCjxPqQEk9vHp8P966fB/BRzXcaR8FNITDalqVzdMOqRARr+fJrN1IoDw7pVmz06+1F9llZ3Fy2cYhjL/yr6Ws/h54S08hotFtncdGmzIf1NdFBHHaRCO2ijhQdFjQKPyFQ63ZDPnPTfhT4u1AqW09bOM/x3UgTH4cmuz034FxAK+qay7HultHgfm3+FetNLKf4v0puZyMgBvxrOVSTGiPw/oVj4d0uPT9PjKQISRuOSSepJrV9c0yEnaMjGe1Pc4Q/SsOpWiR4t8TvGreFfF+nKbZZ4JYmaZScMOcAg/nVrQ/Geh68VFrexRyn/ljMdjfr/SqHxJ8N2viLX41uNyOsJEci9R81eY6l8L9ZtAzWTJeKDwEO1gPoatXQJJn03pyF7Uoem7g/wD161Vwq47Cvkyzm8eeHYttq+pW6KfujdjjJ+mK1bX4uePrEhZpxOfSeFSe3+fxpi5D6bY80wmvnsfHLxWmHk0u0ZB1BhIB6+n0/Q024+Ofim5y1rp1nEnQEREjt6/55FMOVn0QoXdyasqRjGa+Zf8AhavxAlzGiqrE8FYBnv7e1MuvH/xMhTzZZ540JyCIcY68dPf9KTDlZ9KXR/4l1x9DXPaPO8YEYXcpySPSs74d32q6l8NlvtankmvJ5ZX3SdQucAY7fStLRBmRv9xv5VNrhezNtcOoIPBpCMVmxzm2lVFyUEKsVrUUiSMMOhHBpJuJy1sLGavHRjc0lKRikNaJ3PKlFxdmIelNp1IaZmxKaadSGgljTRS0lBDGinUgFLTJQUUUUDCiiigAooooAKB1FFA6igCUUtJS1JueZ/GmzSXw5Y3ZX54bjYG9mHT9K8RAr6B+Lce/wHMcZ2XER/Wvn/8ACtaXU9nDO9JGlpN15M3ln7r/AM632VXXDAEda48Zzmr0WrXMKbTiQdt3UVjiMO5vmifW5RndPDU/Y1leJ0YVFj6YXrxWNq92rRLDGwIzluazrjUJ7nh5Dt/ug4FV85FTRwji1KT1KzLP41qToUY2ixhcg9KDKcYxTzG5HSmmFq72fLIpStl81YhkDpg9RVeVcNg8GiFtsg/Kskxlk8HIqcMHUHNRMOKIXO4g1ohEg6040mKXvTuAZINGKRuDThzRa4ETLjpQsoBwalK5qOSMNyOtFiSQEHvSY4qFGKHBqbdxQMdnimnrxSjpRQMQk5r2P4MaVLa2t/rc1rhHKxQTMOSOd2326c1xHgPwXN4w1rym3R6fb4a6lHp2Qf7R/TrX0tDY21pp0dhbRLHBHGI441HAA6VhVn9kaMlneSQkuTzWhaQjAdjkntWdHmO9WMgZDYOa1ppEtwO3tWKdxsWUbAWxwKZG6uMqalhYzJk9DxVD/j2vSmflJoJLUhCjrioIbgtMEA4zVa9vP9JWJfpT7YbblNx702gNe3k3tIuPuORUkg3RsB3BFVbY7bi4UkZL5/MVcNZlHnHiizeO4hnK/cJDH61nJ8wFd54j04XmnyhRhiMgj1rgLdmZORhgcMPQitEJHLat8WE8Ma3e6Wuim5aCQxPI1ztD49ttU2+Mfh+9YG/8JvwMZjmRj+qijxB8INd17xDe6rDeWCw3chlVWZtyg9jx1rFm+CHihD+6azl+jkVWprob8Hj74dX8nkXejXtnGRzIY1cD2wvPeuk8P6j8ONU1KPT9Muv375ZUe32A4GTyw64FeXT/AAg8aQfd01Jh/wBM5lz+pFJp3wm8Z3l00TaVJaFUJElywRD7BhnmkxWR9Gx6fYrhoTJgej8fpVhjGq4C5x681gfCzwvfeHPDpstW2m53s5USb1GT2Ndy8UI48tM/SpbIM25Yr4fBXjd0xWXpTeXORj+Bv5Vo63Mo2Wy/dUcgdKxQ5iy6nnGB+NCQmXLUb7m2Zud6f0wK0dLkLQNE3BjOMe1UF/carbW6j5YwB9eKvNG1vcGZPut96nYLl4xg1G0JHTmpFbcoI708GpatsRUpwqfEimRjqKaatyrkZqsVx0oUu559XByWsNUMopT1pKs4GrbjTSGnH1pKCGNFLSClpkIKKKKBhRRRQAUUUUAFA6iijvQBLS02lpG5ynxItjc+AdSAHKBJPyYV86lSDX1Zf2aahptzZvjbPE0Zz7jFfLd/azafez2U64ngcow9xWlJ6tHqYOV4W7FXOO9QyyH+CnlGzuY/hTGFbs6x6JnGcGpSoFNQBRkmmXFwsS568UrgW15XFBU9hWV/aM7DCAL9KaJJm5aRj+NPnQkiS9GHyBUCjgUrBnUqvU9SamSLgA4rJLUomjO+AnuOKjDbZBVmNFVcAVWlXbLxVgWjxRTFfco5p9UhAeTTh0pi807JqgFbpSdaQk0UBYa8eenWhTkehp9JtXOcc0mgGHcOa0ND0q98QarBpmnQ+ZczHAB4CjuxPYCqiIXYKqkknAA6k19FfDrwVD4Y0nzZkX+05wGuXP8AyzHURj2Hf3rOpLlQHS+FPDlr4X0G3022AJUbpZMcyyH7zH+ntW03+uQexqqdRsYjiS9tkPcNMo/rSG+tpQs8FxFMittYxOGAPviuLcorXSLb6vHIw+Vx1PrUOqO27cCdtaOp2/2i0JX76/MprIa5jfTdrt+8xjHWqiJmtA6wWcbucDaCc1zkt4Z7x2ydjHjPapLu/D6fFCSd4P6VX023FzdhT0AzVWEWrKJ5bwu3O3k5rSZMXSZ9RipordIWJRcZpk3/AB9x/hTAtooFy7Y6qKtr0qADnParArNlIRgGGCMg15xr9gNJ1pyo/cXI3p6A9xXpNY/iLRl1fTjGuFnT5o2PY0kymjH06USWUbZyMVcDn1rlLGe50y78i5jMZBxJGf5iuoTDAMOQeQRWyZBIucdacOKFwKXmhgXNPOWk+gqJ7hDrsVs0zKxiYiIDhsYJPtjI/On2R2CQnnAFNsVCNdXrTNKJGOAQMJjggEe4rOQIytaP+nN9Kq2yCS5jB6A5/KrF8WuLgyZ61BAfLuEJOBuxVRBlqxje51CS5Y/cbOPetcMJQQOcHBFVdITZ9pQjkNS2rn7RKM8A0wJV3Ry7R09KtqOagC5mDVLI2xN2aBE5UMuO1UrhfLYAZ5q1A5eMGo76PciMOqmoY0yo48sKHI3N0FMxiotRkCX0JydqjkVfSFZUyPwNJOxy4nCKo+aO5VzSU9lKMVPammtE7njSi4uzGClpBS0zMKKKKACiiigAooooAKO9FHegCQUtIKWkbICcV5T8V/B6yKfEdlGfMGFu1A6joH/oa9WIzUc0MdxbyQTIHikUo6noQeoo2d0b0Krpzv0PlBunNUnl3SCOMF5CcBVGSa9dl+C17c6rLH/asUGl78oVTdKR6Y6CvQvDXgfQfC0f/Evs1a4P3rmbDyH8e34Vbq32R6k8RTit7nzRc2eoWyKbyyngD/cMsZUfhmoHiDptbmvrbVNMstZsJLLUIFngkHKt29wexrxnxZ8I7vS4Jb7R5jd2yAs0LDEiD2/vUlU7ip14T02Z5C0TI+KtQqGXrz6VK6c1CybTuU4rVI3JguKcOOaZvVhnNOQ7uKpASK1MmXOGpwQDvSsP3bVQiOKrHaqsLfvADVodKEAg6UpoHIoNWAg60/FM53U4dKQmBWm9D7U+tLw7pg1jxJpunEErcXCIwH93PP6Zobsrgdv8LPAl1qmpwa9exeXp1s2+EOOZ3HTA/ug96r/GXxvfJdDw1ZySW8TIs146nBmLcqv+6Bz7mvf3WOx04pBGqRxR7UQDAAHAFc6fBvhzVZEvtR0azu7t1CmWaPccDgD8K4JScnc0jofO+lfB7xfr2kWuqWiWhtrqMSRmS5AYqemRR8LdS1DRvH0OmJMywXDvDcxA5V9oOD9QR1r1uf41eENBebSYLG9jWyZoFjhgUIpUkYHPTIrx/wCGKi9+IaXBDfIs0w+p9fzqbF30PrGxk86wifOcriuP1KJrfUJYwTtJyK6LQZA2nlAeVc1S8Q2+Nk/cHB9xTS1MmZNtbtcyiMNtJ7muksbNLSPC8sfvN61l6Va7lFwXGR0WtoSYxViJ6qXSNvEgPTirCyBulOZQykEZFJgBbzLYkHkrT7W5WS1WRyF7HJqG3QoWQnKnpWVqGmiKVXcM9ueoU/dqGVc07nXNPtgd9wrEdoxuP6Vjz+LJZcrY2f8AwOc4/QVbi0rTzGCkWc853U8aPZ5/1X601EfMYyoNVJOpI1ztOV+XAX6Yq6/2a3tsW0bIqdVyTx7VqmOKG32RhUAHAqrFlpdrAFcd6tElK3uEnjWSNwysOCDVpeRXL3cD2eq3EcYMaq+Vxxwea1dJN7cv9/MSfeZhn8PrRcCp4v8AET+GtC8y3AbULyVbayQ/xSNxn6L1rbMK6PoVnpwZmdIwrOTyxA5Y+5Oa4yTR9U8T/EKDV72NrXQ9ElCWsUi/NcP1aTHZc459q6/VZfOvDtbIUYqN2MrqSamjtd+Tj+EmmWUZml25xW55PlRuVPRT1qthGbo8hexnmP3yeT64p9kuUMh6sc1BpThdHdT94sfzq9YJ/owB6gmgROg4qpezciNefWp7tzDAcdTx9Kq2cLXFxuJ4XrTuM0LRWjhAPB6kGrJVXXkcGoXIDbR2qRpPKt2dugXNZsDntSYPesBjC8Ctew5tY/pWGwLuWPUnNb9jCYrZd55Izj0pgmV711FysfRiu6oO1M1VozewypJ8yLggdOtPHIB9aIaaHmY+nZqa6jKWkpas8pBRRRTGFFFFABRRRQAUd6KO9AElFIKWkai0tJRnAoKAZxzS7goJJAA6k1Rn1GKMYQh29e3/ANese61SRh8x3N2GMAfhUOSR62DyqviGmlaPdm615H0QM/vjA/M1VvdRS3h3Tz+WrHbkDgZ9fasUXlw45cjPpUcsLXKkSZIqHJs+iw+SUaTvLVnO3vwq0a8eSWGW5gZyXyjhl59Aa4bxD8ONQ0iOSa2f7XCoJI24cD6d/wAK9g0/zbJfKLFoOyk/d+n+FaVxDHeWp2jPFNVJJ7mlXBU3pax8qbdu5SOafb5ZsDknsOTXreueGLKW7FzNZpIVPPGPzx1qOAWlttMcEUTgYBRADj8q1+sJdDnjlc29WcPY+FNdvwrw6dKsZ5Dy4jGPxroIPhrqDrme/tIieqruc/yFdfa6hJj7m8e/WtuFd8avuyCM1DxEnsdUcqpL4m2cDbfCuIENNqshI/uRAD9Sa0Y/hvpMZHmXF1IMf3gvP5V2se3OO9Q3TFZlHap9tPubLL6C6HLr4C0KIBWhmf3aY1dg8FeHlHOnhu3zOx/rXRNEkqAEcVVmglgHmRkkDqtJ1ZvqWsHRX2UZcngvQOG/suHaGBIy3T86iXwj4bnZo20xEOODHI4P863vPD2TuDyFJIqvAN0zsv4UvaS7lPCUXpyo4/xL8PLWDTHvtFefzIxue2kO/cvcqeuR6Vk/CqEzfEbTBz8hkc/ghr1YEmHP91sVk6Xp9lo/i9NYjtwJVRlIXgOGHU+49a2jXdnGR5uLy5L36f3Hp+pHFmRnqRTYgkUaDcowAcFgKie4i1OxLW7hj129x7V83/G2y1OHxu+oSRTpY3cMQt5QTsJC4K59Qc8Vmjy+XWzOr1X4BPeXupapL4hRFlkluAiW2cZJbBOa434Lhv8AhJdQxzGLbDfXcMf1qe2+OGvWXh6HR4dOsBFDbC2DsXLEbduevWtb4LaU9vpV/qcqFftMixREj7yrySPxP6VS3K6HuGgjEUx9SKs6pD51sy+veotLieG2y/Bc5xV5sOuCRVWMTkLKdoLgHng4YV0fzEAhSR2rFmtlXVGiBAEh6+ldCJEijVdw4GKYyAMQcFTSrIwYbW49DUsc4lYhR0NJIFDYIwcUASLKp5PFNYse+V9KaFyvFEZKkg0WAgMMkTGS36dTGeh+lWIblZkyBgjqO4qYLmo2gVJTIowSMHHegCKVc8nrUPQ/jVhzmoWFAFKTTDf6gGLbQR8x9hW5FbJawLDEgCKKxrm+k06PzokV3J24Y4FZM2v6pLnFwIuf4EH9aizuM6G9Y2Vu3koD5jEsDzmuKi1i9unwIYwOhPNWpNS1GUYkvHce6iq8cQjXCrgegqkI0tOmvGuRHHMsZbOWVAcD8a0ZNKN0wa5vJ5cerYH5Cs/R2K3ZGPvL6V0MbAnFOwEUdpFb5MYIz1yetW7ReWph4qe16GkwKuqHbGqj1qXTFK224j7xqpq7bnEY4PArSytvDGuegAA7moARgPNJPrUWqPs05sHGSBVhlLHdUGoWz3luIIyFyw3E9hQBnadALiYs3+rTkmrFzPNdOYLY7V7t61m3cwANrAxWCM4GDyx9TUGnzvFdAK5/HmgC9Y2n+nvHOdzR/wAJ71bmH71h71liWRdSUzHaWbJY8CtJ5EklOx1Ydcg5ptWaZjio81JojFFAorQ+eCiiigAooooAKKKKACiijvQA77w5oZgq5JAA6k0E4rkPEmtPFI1uHCgdQKmUlE9HA4Gpi6nJD5s3bnW7WBSEcSP2A6Vlz6pLc5JJC9l7Vx32yRnAU4zWlbX24bJFwT/EOlYubZ9lhMmoYeza5n3ZsCVnHFRtGWYZp8Q2oB7VKAD2qT1loJGgAAxVtMYqjc3UdqgaQnLfdReWf6CsS/1FrhxFK+1CcLaRHLyf7xHX6dPegzqVEjRv9T3KUtJFSMnDXLdB/uZ4J7Z6D3rN0W/u4NTjayVv7MZ9sxlJJkzxuGecj171MunC9VZL9QFX7lsPugf7XqfbtUtzIIkCRcseAB0FHoSoOa1LOuwiOVwfumuXktRJk7ehrrdbUzWUEoOSyAk+vFYFrh3ZGGeM0mi4bFSBwreWeGA6V0Vk2LVM1l3NjuQSpw0fJ9171ammS1hAQ7i33AO9BZdt2Mt0/onpTbzIk3HpUllbNb2yqzfvG+Z/qar3xZmVD3NAmXIW/dKc9qsROHBB+nNQRj5AB6VGGKycHBoAlksEkDBPlYj14NZ2m7kkeOThsZGfyrUkM0ZWSP5lxyBWTJPi4t5R0KnP4k0AtzYX5bdv9p6qXgwI5ccKdp+hq2CPswHX5qhkCvC6ucKwxQFh1rPLbSrLC7Iy+lbyTaTrtobDWLW3njLBhHOgZM+vPSuWRpjGuFUNj+I4zUU51CPBiMAPrtJP6002jjxGChW12Z2T+CfCttbyyReHdLHyH/l2U0/SNCt9OtkEcSIqjEcSDCoPpWD4Z8QXQlfTNRzukOYWIwPoK7eKGTOWPFapngVqcqcuSRSacqSmMYp0chP4VJfWrMd6DJxyBVBZGiJ4OatO5i0Uda3C5jccVpWm6a0jZhyRWZq8m9Y2PJ6Vr2DLJYROvYYP4UwLEKYao7kgXKj2qSGQNKVz0qG9GbgewpdQJ16UuKZGwZetP6VQhwPIqXAZahzmpUqGBWkXbknoKgaVAODuPYDvVm9TdbsPUgfrVeK3VJt4XkGmncZRn0+e9k3ORHGo4zVWPR1lY4lJA68Vv3LFbZ29qqaf/q9x6N0pgU00OAHlmNWls4ol2og/EVdbPamemaAK4gYchPyqWONl5IxU0pMcW6oo2LkZPFADjjOKsWuOeawfFmt23hnw7davciUxQqAREAWyxCjAJAPJrzyD4mRW+lW9vDq7FxKAL2WRJpZlDAkPCVUgsNwOD8vHJ5qW+g1Fs9R1Ef6enpuWtTYGl3enSsy/xKY5lDbXAIyMYFasY+VfoKkQpODt71Q1e6a0tPLi/wBbLkA+nqas7v8ATwueFTJ9qwbu4N5evJ/Avyp9KQzOELAc5qrNO9pqEEgOIyMMP61tBFbrVHVrcGSPjjy60SA2Wt47+3UsDtIyCO1ZuniSLUZ7eQYZB6Ve8Mu8mmsj7j5UpjVj3FQ3DBfFUidzbKaiRnU/hy9C1RR2orU+bCiiigAooooAKKKKACiiigCOU5KL2ZufoOTXl3jjzY9ZXdko5yTXqDAlnbsqgfmef5Vx3jbSjd24mjX515rCpufbcP01ClzdZHKWWW2k9hWihrDtNStokKSzKJIztZACW/Id6lk1htpMUQiX/npcYH/joP8AOs1ofQyqJHZw3UcdlHLM4Qfdye5Hp61WudYeKFioW2UnAebBY/7qe/v+VYmmzvqUca2ZDShcSXc3YeqDv9BitxbSz0yB7qZ1YqPnubg4/nwB7UXMZTlLYpR/aLt3a2R1Drhr2f7zD/ZBH6cU55tH0C1e9uJ1iRMI9xJlnJPYdz9K5jX/AIl2FurQaYGvZOhflYx+PU/hXmmr61fa1Msl1ICE+5GowifQf1pNmMq0Ybas9si8T6TqF1LZ2F6kzxgbinQj1B71sGBVK55ry/4Z+Gpby5bV5/Pigi+SLAAWbIIbk9QPb869YKAAAdBwKaOijUco3ZYni87RSAOYsj8K5W1bbdDPTkGuytQZYZoweXj/AFrkp4jaTMjDDZ4oZUN2i4Z1jWqllbMNY2MxKqN6ey//AK6hLs1bSxCJbe84wnySH0U9/wADQaE8rmPaT3IFV71d0qgdcipdUUpErAfdbNJO4PkS9j3piJl6VEg3XAxVhcFcjmoIPvk980gNCE4Ow1j6paGGLcoOEkI/A8j+tagbBBqSVoZY2V2X5htb+h/OmTs7mTZ3Ly2eOrCTYPfgY/nS3yMEKRjfJ6ZP9Kr6fA9nfXEc0yqsLNcYYZyu3GR9CK4XX9Z1HV2PlzPBaM+EgQlcr6sR1J9OlJ6Gqi5OyN+a4aI/vrSMAnAYkkfTOaqPAtzLui8y3lPRoZWX9M4rA05Ly0BEU5jB6gAEH6g8GtNL28jJVWhVj0kWBQf8KEaOm4m4j6nFAoubi3ljU/61xsb8/X6V6H4f8RwXVjAl1ky4wZFYkNjvzj9K4LSLh5rGNpXZ5VZlcsckHqOfpW1CM4I4+lUnY5cTgYVleW56aojkQOpyDyCDVC9i25Y9PWq3h+7aWJo3bJHrWlfJutW9ua0iz5atSdKbg+hyF/Jl4lyOXPFbGhz77WSE/wDLPkfjWBdHOp7eyrWrpkixW1w2OeOlWzI1LA77mQelEz77lx6Gl0mMeW0p+8xqLH/Ewf60luBIo2mp1ORSlB6UKuKsQoHNTJ61EOOacJlXjdzUtAOlUMBk/wAQNIEB96UHeKcoxU7DKOqny7B+eTxTNOU/YIT/ALNN18n7GoHTNSQkW2nxHGAEHFUmBZI9ahkYAiq6zT3fMakKKsrBj7xJNMB92GMaKoyD1qjLObYDCFq0d6r94ioX2Ofug/hSQHn/AMS4NW17wh9g02ze4L3MTTRIVD+Wpydu7vkCvEo/B/iRLrbc6JqhM7qpVrcsJN0oLBnH3eADkV9U7EX+EflUsYDEDoBziixSlYWeMG3VRxjgD2qxacwIT1xUcrA8d6mtxiEVLEjPupvKW/bncdqLj3FZMagIBVzViVaUdjIP0FVohlRSiDJlXgVW1BRvGT0Qf1q8gqvcRi4v0hHJwFP9aoRq6XALfToUxgkbz9TzWLARe63e3wIMcYEMZHcDrV3Wr82sCWtv/wAfE/yr/sr61FYWq2NksA5PVj71G5jXqRhTak9yWiiitj54KKKKACiiigAooooAKZJKka5dgBRI4RCx6AdqyGuRPcgHvx9KmUrHo5dl88XOy0it2WkuS0sTgBkl4JB+71wP896nvLdbmBo2AwRWB5r2M8iHPlls4/qK2ra8S5tw6sCe+Kx3Pt4YZUIRjT2R5p4k8MyRT+fbSNC2fnKoG3j/AB96yLPTrRW82UyTyf8ATY5x+Feu3Nok6/OOT3rmdT8LxT5kj3JL2ZOCP8alo6lyy1Zm24mGkXH2KaNL6RW8pioIjbHy8V4jqmr6pqcpXU765uHQkFZXJCkdeOgr15tOv7Fm8yMyqOQ8Q/mK5xPDulXetXGoTRvI0j7zbycKrd+Op5qWjKvTcrWOF03Q9V1lgNPsJ5wTjcqYUfVjxXpfhz4X21oi3OuMtzOeVto2/dp/vH+L6dK7DTLyGSBLdESIRjCxLwoHsO1aYbcccUJIUMMlq9StaMqP5IQIsahQijAAHYD0q9HBLKrmKIyFRnaCAT+dU7tUjlikzsOQN/p9fUV0WloUtVZh8zncR7dv0/nVJdyqlRQVkZumTBrpo2V45Qp3RyLtYfh6e4rC8QQsl2Ce2QK6i/vBbaxZROcJMjru7BuNv0zzWT4jg3RM+CCvNNrQdCfM9TnIvvAV0lsqvbmJhlHXaw9RXMxHDKc9DW9BcLGVLsFH8zUo6iQhntXt5DmSI7GPqAOD+IxUVgyzQNbSfeTpnuKts7SFpnUKcbVGOQPc9zWdITDOlwnY4b3FMlFgbrZip+4aW3ymcjvUt3GJrfcnpkGoLRi8fzfeXgihjLW4njtTXTecU1ZDvK4qZMbs0h2MzxBbs2kz3IzvWBomPs20Z/KvPHXBAx904r1efypEMUiho5RsdfUGuA1bSXsNQW3YlkY5R/749fr605LQ2oSs7MzogKtogdcHj0PpSJZss7oD8gOVPtWlDbKuOBUpGsncl0ycKDGww4HOO4ro7Tay8H8a56S3QNHOuVaPqB3Fa+lzK8TFHDqrYyPzqiW9LG3bo0u1Iw27ePu59DWz9jNvEGN3OfVVjJqhoxBvIycjc2Bj/dP+NdOUAHNax1R8pmP8dnKNZzS3kkohkweACOakjidJREQRuIyK62MACsqdAmreY3SrueeaUEYjUKBgAYqgozqD1oqwODVPYIbh5ZGAz0o6gWcc04AYqoL5W+4u4etNeaaUhVXb60xE8ksaggsM1FaJ50xY/dFNS0BAMjEn0q7DGkS8AAUmMbAPlcn++amGAeKoTSbMqDwWJqe3RmUNzUAUdZbfLBD71LqfBhTt6VC0X2jWUB6Idxq1doZr2KPHQbqNgH242xgCnyKT3xSsyxIWY4ArLOoSSyt5ZwB0AFWmBfeEkj5vzqVI1GKzjLdOPlLflSKL1uS36UwLt1gMuKSLqTUCxTk5arMaleooAmVATU6LtUAVEh9jVgdKzkxow79Fmv5rPP74xieP35wRVGI7W2tww4wam8RH7NqVhfxj95EGBx/EvcVPmK5TzflZGGVzTQmIhGap2VzH9sur2TCQxZLEnoegqnNqkdrLKjoWG3Cqh+Yk9MVQhguLwx25URRhs+WDnJ/vMe5pt2QI1bDzNRvpNTmUgE4iU9hWr1pIolhiWNOFUYFL0oirHiYir7Sd+gyiiirOMKKKKACiiigAxRRWRreqLZ27Ro371hzjtSbsdGHw88RUVOC1Yy8v1kuDCjgqB27+9UJn8orKp6HmsaxeSS9D5J6lqvtPukC/wng1zuTZ+j4PBQwtFQial2iXFp5y9cVl6Zdtb3DR4JBJOK0lytuY/wCGsO3OdTj4wN+KR0xjo0zrEuQ6DpyMg+oph+Y1myzfZZQXP7lupH8J9auLIR1x9QeD7imY8lthzWqMOVBrPu9Cs7sHzbdGPY45H41qJL60/INILtbnIzeGDGxNvcsvoG5A/HrVc/2rp8scTlZ3bJRV+YsB1OOuBXValdRWNsZWjaRydscSfekb0H+PYVRsYJIy896FNzNguQchB2RfYfqaLFKVyu/nXOng3Fs0bFgGVWBIGeTXUIXl8mW12mDBUxFeT2HPbH45rMZRGwWT5FfhcjhvYU6AhVlsX3FJFymGKkjvyOelOxzVo3d0VdRs5NR1cwO7JE0Cyq+3Ox0JBA9+VP0zUWsXSHR5J7qSOBo/klLNhQ3sT2PBH1rSLXAYYCBQ2cAk49DmuO8eaW19ZRyRBzc2sgdVH3XU8EY9RnIP1p9C6UGmZMWpRysBaqZ29cYX866K3t5PsMFzPtadsklei88Aelc3pVjJahhKuG7jOea6rSTvSaBxlQAwPoelRY7GTCQ7Kgj/AHjOjDg1PMnlqe4x1qKAqitI7BVAJJJwAPekQWbF2XMT8jPymluI1gJkUYB64qreS3NpBa3EdjLcWsrHfOkiqI0AyXwSCyjuR0HNTpe217YiWOZJI2GQ6HINUTCpGTai9ghXK789elTxjNV7XItEz1PIz6VbjGBmka3IpV2g5qvrWn/2lprCMf6TGRNAfcjlfxwfxxT7ht74B6GtCzDCBVYYYcqfUdapEz0SaPPoJPNjSRRzjBFWkkwRmp9b0qfTb6a6t4WkspW3kIMmJj1BHp3BrPhnW4XMWWPdQMkUjoU1JXNWAGVWI5A6j1qv4fmVNVv7JWBxtdQDnPUf4VLZs8cUsc37sSD5Dn5wSPSlN5b2enalJHaQ27xDG6OMBypHGTSFKVlobGka5Hda1NaW/It1wsgPDN/F+XA/Cu+tJPtEKv5hYnqPQ15V8N7GSbW2G04WI+YfQkf4mvQbaT7FqbRE/KTtNbw2Pk8frXZ0ScCs7U/9fER1PBrRTpVLUYyxRl/h5NPqcZag+4D7VjyFrvUZIy3yq2AK2IHDQKw6YrKsUDXlw/feaANBIUiQKqgUp47flUgXIoIAp3ERBx6GkMrBcYGPeiSWNAdzc+lNjdZhkdqYEYeN5VDjnPSr5ZY4i57Cs2W3JcOmNwOean84yxYZceopNDIbUE3zzdiK0lRWlEhHIGAaqwwFjnPFSXt2lnbEk/OeEHqamQGXrN6C/wBnToPvEU/TbYxp5jj5m7GqWn2zXt3luVU7nJrWuZQjgCnEbJ92FJ6D2qKObeeBRJnyTjkmlSMRpk/jVEkhcKOajMy/3G/KnjB5FP5xQMVJxgAI3NWh0qBOlWO1Zy3HE57Xo2uDAqDJLkfpSfZylukeAFRccfzqxPIDdgehxTzSV7mFes6VtDiJo1/tNS9xBy/JV84H07Vu6Mnmebc4whO1D6gdTWnJZ20jl3t4mY9WKDNPVFVQqgBR0AHAqrNvU5q2LUoOMVuLTacetNqzzWMooopmIUUUUAHWiioZZPKTj73ak3bU1pUp1ZqEFdsq6lqK2cRC/wCsI/KuGu7p7iUgZZmPJNa2vJL8rknBOTWEjmORXHUHNYSlc/Qcry6nhKdlrJ7s0o2FlbEEDe3U1NZRl0Dyc56VnvKLy7RQflPGK2kUKoA4AFZnq3L4G6AMOw5rBkzDqSuP74OK3rY/Lg9DWLq8RguFfnB6Gq3ITs7GlervgPHSobGfbAVfcyDsByvuP8KsxET2yt13LWcC1tNtI+VjQFrmurggMDlDyrDoabPdR27Rx53Ty/6uIdW9/YDuahiJQPsI+ccgjIz6/Wq8EC20zzbmknkwHlflm/wHsOKZDi2MksbtNS/tGR/tUgQoFPCxqeoQdvqetTQXKy/uQGXaOA3XHp+FaEE2/wCVsc1majbG1uVmj6E5pBHexfkdbldjAqzFS53cfL0wP896sRKsj+YF3NECV/EYrPSUNEsg/i/SpZ9Ut9I0ie9my43YVR1duwFVe5E6aitCjcTxadNJq95fTqmzykgLfICeu1B95jjvmueufENxqrOQghjPGDyxHuelY1/f3Wq3purpsvyEjX7sY9F/x6mtHRNOeeYvMCIQM4/vVLZvCmkrs0dLsTNGp27Il4z6/St2KFY4pViXB259zihDtAAAAHQCpBKFkBA5pDexV3eZFg/rVS6tYrzTby0eJp4pImjdA23fkfdB7Uup3Ox/KTgnrjtWkIlhiWNeABQS0mrM8e1nxXcapBJs04W0jZiiE8/n/ZiqKjJEpAEYKjrjJJPNaXgfW836aXdS3Jtrty9oZmDcgcqT7kH/ACaseKfB15d6/NdWENr9nuY13u2FMLg/eAHJJ/XNbPhXwrp2myNeFTPdqflkfomRztHbP51Otzjo0PZz91HWDBOMcUSyHesacZ60MdqlqjiTc281R3PclWFQPU1fji861G1isiHIPpVUDjgVds26r3pmdS9ihJfRo3l3Trby9AScK3uD/Ssq6he4faJSE+vWumvLRJojuVSO4IzXlkdneaZrd/b2t1IkCysRG3zIA3I+U8Dr2oeg6ck1odbDaQwDIQZxyxrnNW3yX0tpEN32oIMD/ZbP8s1d0yXUL1JHntIvkIVWViu5j0G339q6RfBRvrSO5nnjhKE7o41JOcYIJoirmOIxNOkrNlr4cWohhuLjg+eTtP8Asg9a6DWrUqwuY+D3qjpIWxmghhACINmPaulnjWeJkYdRW6Vj5ipPnm5MisrkT2scncjkU+5O6FvWs2yP2RzBJwM/Ka0vvDHrTsQNtQRZj6VFptsFjeVursSKuxxgR7QABisjU9UEP+jW4G4DBI7VAFm71FLdtiEMx9KqrPcXGdoxUenWDAefPy5PANaioqngAVogKaWztgyD9auIoQYAxSkhRk0wNluKYiQjdQLct3Ap8YzU+VRCzHAFQ2MiJS2iLOwCgda5m7unvLonBxnCirOoXD3cpUMQgPAqTTrRUJkYBmzx7Ukhmjp9sttbKq9W5Y+pqlMDJflB2rVB2rk4wKxYZt2ou68g1SEauBgelRXDkbR2NSKQRUUxBcD0pgSRt8op2+oQ20CnK2TQBOjGrWcr0qugFWB92s5DRztySmqIP7zf0q5VfUFxq8P+e1WDRHc48btEDTTTjTas8xiGm06m0yGMooopmIUUUUAIRXPHUkvLiWPBjuIXKsvqOx9xXQ5A3E9AM1zer6Ul7ItxBIYblRlZVH6H1rOofUcN0ouUqjXkPuBFeWzwnCuq5x6j2rjZR5cjKeorWvdTe1e2juswXeT8wGUJA6+4NZd5LBPN5kTqQRkgdj6Vi0fYxjbYSBiJA/ocg11O07Q2e1c7p0SXEvls2DtyvufSt62kbAjk69BUjHpcGN+c4qS/iF7ZsBjcOQaZcRZjJUcjmlsZww2Hr70yX3K2k3BMTRN1SrV1Es0W4clTVKeE2F+twAfJc7X9vep7tZrLE6HdEeGQ9xTAfCP3YqQ4NVo5lIyudp5FPMpPQUrlEyNtNXb2D7ZYZUgkDIrKDOW+9+FaFgShcPnawoTM5p7roZlhJ9+B85rL8So0klpbhjsRGfafUnGfyFaUg8rUGK9GqC+VbrVLZpfljeIAnOOQTn6VVy30ZkabpSvMsj/6sHqe59K3QiwzLt4Vhj6U8Q7f3arsVUyVBzsbPGD7jnHb8aawLgOeOcH61NilLmRbVRVqK3V13Vnq+ABmtW3OYM+1BE9FocpqChtVKKcksBW7eI2AyZ46isJ/3msjPP70Dj61v3EwjjYnn0FG4NGdcsY7dmYGl0yIxW+WU5c7j9O1SuCLTzJhkP8AdAHSktm8uBUJyBQPQkn5ZQOhqYLtAFR7j1FMecA7Qct6ChgTb36A4qWHzFcNvNVY45HOWO0VaXahHc0AzUVma2Jbqa8z8c3M2lf6dAgJkxG2ex7H+lenNhbcHsRXJ+JdLXVNNuLdgPnU4Poex/Orja+pyNScJcm5xHw41zUbvxkhuLgyqttLtRh8qnA5A9fevatNmXMkLn768A+teE/DeNrXxuYrgbHSCVSG45wK95sbJo1N1OpVU+4D3NdFRJPQ+bnKUneW5lwtm7Yf3ZMV1ec9DXH2zeZcM453SHGPrXVpmkQxk0CyHJANOtwwJVh06GpetOEfOc80mA6ZwltI7cBVJNcxpUaT3zlhnaNwzW1rDeVpj5ON3FZ3h+HHnTEHHCipiPoawBBxTqSQ4xjvUkSLjLD86tuwhix7uDThEFOBTGvI1B2jkdKqm7u5DhYwPrSvcDTXCis7ULwsphiOR3NRmK9lPLqo9jQtnIOpU0WAqW8BeTJ4xWvbxhQoA6VXERiIzjn0rQiUbQaGwK+pzi3tTjhm4FZmnJuRpTnk4FO1+cZjiB5HWrNooW3jAH8IpRAsRjio3x5+D3qdSFHJwKrTfNLuHQVQD9gpyjFMDZxUtAFhBTpZPKiLd+1MjpblS8PHbms3uNGXLGZZo5mJ3KevrUnemTTKjJFn5nPAp9Edzjxz0SE70lLSVZ5bEptKaSmQxlFFFMyCiiigBkx2wSH2rPIa4tJFiIEq8qPU1euSRbSDjBGDmsW1lZH6kVlN6n2mQUn9Wcl3K0sNtq1kYrmJZB0ZWHII/ka5DU9Au9PlZ7T9/GeSjH5h9D3rrtXgmtbj+0LbBVyBLHjv61FHeQagmBxKB80bdR9PWs2fRU5XVzkbFmVPnJEgPIPBWumsp5J7cO4BION3r9ahutLiuFyMo/Z16is7y7/S5Nxl3x/31HH4ipNjpAxI5qJomWQPHwagtNR8+HLx7WBwdvQ1Z+0jI+U0MViZGFxG0cq5JGD7094R9g8lzuC8An0qKNgXyARj1qS5mEcBYntQiGtTOdorVME8/Wmwme5G5fkj9T3qtbxG/vN8gJiTt6mtWZ1iRQTjNOxd7EltbL0Vst3Jq15Lxkgtmqtu5jw4OTTzKzNlmNBDu2VbuFw5bGfSoo4xMjDH7xMtGfc9R/n3rWi2Sna+OemaqyWr20jMv3eoPpQF/slEEhFKZUjgikL/ADDPCtw2P51bmQGTeowHGSPQjr/j+NQ7A1IaZVEuyUhuoNb1md0RHqOKwrqI7FlxyPlb+la+ksZIwPShCm/dOehKjXEB6ebitWQ+Y7IegrI1WNrfVWI4OdwPvWuCJESdeN6gnFAy7CVaLymAxiq0tvHCSwHBPalViG3KalUiQbWGR6UCK2GlGF+Ve5NRqUhYKnJPU1LdSpBGEXqeKhgjLfORj0oBF0Lxmo3BzkUkjMF+U0q52jNAzUtZhPCYj95V496y533OyEYHep7ebyJlfGQOoq1e2aXKedHwSMn3pmXwS8mccfDYfxjpepWxGZGaGceuUIU/0/KvUtUdoNMAJyQNpP4V59O0tpKksZ+eNgwx7V1erakl9pMUsZ/1qjIHZu4rSMm9zw8woezqc0dmVNLG14PrXUL9K5myUieEHrkV1I4Ga1POEBPpUq5qIHLYqwoqWxozdbieXT8r/AcmjTAraVG0eCQDn65pusyP5awID85qfT4BbWaxE/NnJ+ppILiI3mjnqKstkQkjriqch8m69V9KtLKsikA9ulNq4Iq28a5JYA+lWSAM46VFGh83aOlTN8pwaaAbuGQD34qQjauT2qEj5wR61Yn/ANQx9qGwsRRg3HOMJ61K86Qr16dqSzG20X1rI8xpZWBOeTUpXArXpa4ukkI6sBitmNNq46cVVW1DyKW6A5q6xWOMux4FVsBBI5aURr0709lAIXuRUdkBI0spzjtTULSzMx6DgU7iJAMGpc4FJspdvvQBPDylSycQt9Kjgx5fHrUzKGQqehGKye5SOVjVpNbLEnaFyK1DVRYjFqsqnstWu9OPU87HP3kBpDQaQ1Z57ENJQaKZDIxS00U6mYoKKKKBlLUJNsLDn7v61j2uWk984rU1M4jb3AArFjDq5Tkb1ZQfcg4rGpufoGSR5cEmutzyvxz4tv8AxZrK+H9B82azWTy1WDO66kHU/wC6O3bjJp2maxqmh68vhzxD8t1HtENyHyQSMqC38QPTP86k+EMV5beJNRQ2CtHHCYZ7hxhrdgeFHqWIII9s9qT4yXmkXGq2Udq5fVrdSlw0RG1E6qrH++Dk+wPNZeZqpyi+ZM9BsL03Q8uUATKOcfxe9XnTdEVxkGuL8JarJf6XZajcL87ApIQc7iOM+2euK7aGRZEDKwZT0IoPUhJSimc1Mt1pN4TGx8hz8ueQP9k/0rZsdTjujskUJL2A6N9KtXFtHcxNHIoKsMGuZuIJdLu1VssgOY5D0+h96CzqsjNVL4loh6dKbBfxXKlzlADyv/16mMsEyFc4pifcLCEQ26r3PJNTTwLcxMPQU5GWO33ZyAKSwfc77ujCgh9yjZ7o2aJ26dKtHLcZ4pL+1Kkyxjp1qK1lDqPUHBpFJ6E90TAqkZ69avW04mj2v3HWqt8u+0PqBUOnSeZCOeVNBDV0WLpPLkBVSVPYe3/1v5VBFFsX942e+BU12/zRpnBLA59Ki3bFAHOKbHG9h7xLJGylRhhx9aZo5aCby2yOelKG45/KprZA10j470CmtDP8UQbJo5gPY0zTH32Crn7pK/1rS8SRCSzLY5WsfRTmKZfRgaT3Jpu8UaKrjOKkyEQsewoUZrO1G5PEMZyx4OKDQjtybq+eZ+UXgDtWiTjjFQ28Hk2qqv3sZNSKd4oEShdwpm4Z4pWYomPWkACJuNADx71pWcwdBF3A/SsxXDCrNq2yYH2oRM43RFqVmDnA5B4xWfYTOsy2jsfL3FgPeujdBKmR1rndSiNtOsq8FTmqTs7nJiKftqTj1R1Ol2zT3Qk6JHyT6+1brZ6dqzNJu2m0qFraNSCPmye9Wi91n/VJ+dbo+cZZiwrGnSS4YKDVMtenoiD8aILad5w0rAjOSAaTQhdSmEIgO0M27vVR76bftiBzU+srvMMYHfNOswqAr/F70RBkcFvPKzSTMRntVyOLyzkEmnk4FQO754NUNFlMKSTgVFO245Haq585uCcipY4iFwxosMEfccGrDtvjK9zVZ12nOKmg+ZgDyM0mIlJ8iyLei1j6XEZzLM3I3cVq6idti+PTFUtMASxAX15qYjLDOI+oJ+lV55mlQooIB61axmm9G7VbJFtl8qxyRjAJqC2JZSfU1PcsRZPg4OKht12wgnuKSAlyd2M0Zy9AHy7u9JGCWJNMC7AMR/jU1RQ/6sVJ2rJ7loy7kD7a59hUdPuW/wBOcf7IplVHY8nGP94JSGlNNNUcTEoNFIaZDIxThTadTMkFFFBoGZmtgfYHcMyuo+Ug1yiJIG3G4lB/3q7DVIPtFm655yMVzB32shRkzzxWFXc/Qchb+pxT8/zLVuVt4JGijVXkfzZCFxvfAG4+pwBXn8XwrS/8X3c88pj0Jm85Nj/vXLcmMemDnJPbFegQ3QfCMmM8etecXnxant/Eirb2G3S7d2SWB8CaY4IyW524OOB+Oazuup24iMUlc57VrO4+HXjbZGZX02X50Gf9ZEeoPqy/0HrXqWi3sckeYpA8MiiSNh/ECOoryDXdd8Q+Pb9F+ztLHCSYra2jysIPcn19ya9B8G2E1jpWn292rJLGjF1J5UkkgfrSROFk+ZxWx2onUH5jTJWjuFZDCrgjo44NMV7fOFO5vpmp9jbC2MD1NB3nHDUJrG9ntArI0b8qw4I7EetalrqKSNsuIBg/xJxj61V1eEy75Y4mkZejjjB7gHvUFtIssasDlSOtA7nU+SGULnEYOSPWn79jhkHA7UkTI8CMmdpAxmnjHSmS2WkZZU+buOayGQ2mqKD9yTvVuSc25GemQKNVi8yFJQfmQgg0E7FyeItbtj0rH0yXy7x4Txnmt60bzbfa2M4rndQhew1BJwCFBoZKerRq3uHZT6UlvGJF5qKGZLpPMjbI/lUyN5Z46d6CuhWkykpVvWrlq+ZF5GKW6iEluzAcjmqVpJhiO/WgW6NnV4hLZtt545rmtFjLSXMeQCFBxjrzXVRMs9oVOOmK5x4m07VRIo+Rsg/Q0GdJtJxLlwDawMxJ+tY9gnnXLMecV0k8S3OnvnB4rltMZlv9o5XBzRY0i7m0G8uQZ6GmlfLnIHRuRTpV82PKY3LShXuYFdR+8Q4IoKY4fN1psrjGyiNyAd4IIqrGxkuySepNAiwiHrmpeVpF4oZwxxQM0LGYyRlSckVQ1qPdATTrfKTqwqzrMPmaexXqBmmYvSXqTeCbxX097Qn5423AexrqD615r4fvVtbqNy21t4Df7SntXpT/AOpYitoO6PnsbS9nVfmJmpI+vvVeEllzViMYPNUzkKWqNi5t/QjFJJCQA6n8KTVeby2Aq3tB4xUooTnb+FRxneM4qW7cRQ4GATwKihTYgFWmBIuBQxwaTpj60sy4oARsFeadbKQ1NQEip4hjNTJiZn63MwjSFf4z1qS1h8iBUPUcmqd432vV44l+5Hyx+laXbinHYQISSfSlZM801cipVO47e9FwKl8StuAOhIqVP9Wv0qLVBiJfqKfG37tR7U0A5jxgU+EZNRYyamhUlhSYFqPhAKcehpAKUkAEk4FZdSkZVypGoOSOCoxTaJLhbi4kZTlVO0Gm96uB5ON0qAaaacelNqziYUh60UlBDYylBpBSimZIWiiigoZIoZTnoRiuf1KHlGI56GuiPIrNvbdnt34+ZP1HY/0/Cs6kbq59Tw/jVFuhL1RgrHisPU/BPhzWruae7t5YLqRgzy20pQse+Qcjn1xXQxkBSWzgVVa5j81srj3Nc59fKEZrUfa2Wm6VYR6XYQJBbkYEa8lj3Zj1J9zUP2aGwkuHk/1YICE+lNsxNc6rJNCV8tU8vzTyFPt6mrt7ZRiHzCTLIDyzj+Q6CqsJJR0RHZtLcjfGgWPszjGfp61orboVHmEyEevT8qp2s4KKM89DV6Ilzikhy7lG/tfMQ44rk3jNpfNEMCOT519j3H9a7i9uLazh33U0cS/7ZwT9B1Ncxdxf2pdKLaCRIVYMJ5Rsz9F6n8cU2hwdzV0uRZrILn5k4NXfLHBqnZWa2ittYszdSauAkCgQ2/tTPaHZ95eR70y2mW+scHiRPldf61Y8w9M8VlyRSafqKyxkmObgikI0YmaEjaTxV+9s0vbVl9Rwaz1cMRV2C7WHaH6U0RUT3RycMkmm3xDA7c4dT3HrW63OGHQiq3iO1CzrOg4YdaNNk82yUE/MnymkXF3VzThcMpU+mKzruJrSUSr9wnmrSkqwIqy8YuIGBGcjvQD0IrW4KgEEEHmjUIhMFde3Ws+1JgmaBs9fl9q0YNxcKOhoBrW46dxbaU2cgha5zRUL3Mz44C/zNaPiC7KRrAuct1plhB9kgUHljyTTFFEzP5NwehVhz7GrFvhbjcD8rdaSSJZ49yjmorZmWURtSKZNfgR5zwDVOBMuJB07VY1fLvDGO5/SlntWjUSwyBccbTQJPQV+T6VCzAOEHUDrSSylYs55qG1fLkt1I60DLsTEEEda102zQAN3FYw68Vds5Tu2k0yKiurmdd6TGjsY8g5zxXb2E63Wkq6nLBdrD0IrDmXI3YzVbTNQbTtSKyH/AEabAf0B7Gri7HnY6i6tPnW6OntyNuKuRDJqoMRzkD7pFW4SCa0ex4Zmvm41gqOkQq/wDzVO2H/E2uD7VNdSFWAA60kMrysbm9Cj7i96tiq8C4csepqyBzVpWERMSJOemakfLDilePcKhEvlkI3fvSuMmjFLcuYrZ3XqBxSxjkVV1SUhEiU/ePNJ6gVtMiCoznlmPWtNVz1qC0h8uMJ3xzS3lx9njCr99ulG2guoXM6QAAEFj0FPskYBpX+83aqNvGJSzyDcfetGE7RgdqXQLGfNK11KwYcKeBUqkhQKjssyz3EjY5bAq0XjT7zBfrVRYMRQSelW4V281XF1AP4xSNfIOF+bPpSkCL+aq3zlIDt6mpYssgJ4NQ365g/SoKMm0XEJY9XYmpzRjaAPTig1cVoeHiKnPUbENJRRVHMxDSUUlBDGU4U2lFMyQ6iiigsO1RSD5Q4x8vX3HcVJnFLQaUajpzU47o5nUgtuGZVZjjJA6D6ntXPPA11IPNYEHoi8D8fWuxvIBIkkGPvj5T7j/wCtiuTeGW0mKOMYPFcslZn6ZhKyrUlNdTR0uTy99uQABytavliSMjGc1gWxe4ul8tWznI2jNdBNpd3dWXlLdNaZ67B85HpnnH4U4pvYxxWYYfD255WZzVxMljcyICzuvPlxjLYpRqN5dMI1nFlGeCYsNIf+BHhfwH41uXGjO1v5QjUOB8pUDD49T6/zrmHUJKUI6Ghqx04fEUcTDmpu6NSDTbSFvMAaSQ8mSRyzH8TzVpfLj6D8BWbABEMkkAe9Ngke9vUxkQxtuJx1NRc6DVZ5icCEKP7zN/hSNKIx8x3N6Cp2O4elRhY1OcZb1NVYm4kYd/mfI9qsu0ckW1sZHSozyODUZCR/MTk0hPUCyIOAAPWmAmRhjpVWdXS+RJchJFyuavxgR4AFA0T6vEJdIDHqoHNY2mLIkRkUAqev1rpFC3GnvF7Vz9iTC0kLdN2RQzKn1RaWXJwauW74BFQSQAqHXr1pIHxIKC2rjb6Ii5WRauW4Aj30yZTLtAxkGp5wIrJiP7vGPWgluyscvds13qwXPAbvWyMAdKxtNAfUzuHJBxn1q/ePJZusv3oz94elBoW1cowx070y4XbKsy/dPUilRldAy4KsMg05GEeVf/VntQIdKnn3cEqnI24xTb6ZYJVjk44yCaInCNlGBAPFV7phqk5hHJReWx0oJsxzxLInpnvUP2V1xscfiKZpjsYZImJJifb+FXgcGgoq5mi++QR7VYt7gBgT1BqXKN1pjW425QUCNbIaEHOc1lXsfBxUttcMm2Nhxmn3XJ4xzTM1G2hr6Fffb7AK5AmhARh7djW1Dwa4PTLltN1eNx/q5G2P9DXdxcycmtou6PncVR9lVt0IOE1bjADrzTrofvlplwWGpQbepFTXOGdFGM00rHOwVQKfnBpDxilPWqFYdnmobiIMR61MqkmmyuofaaQyCG42zFHPAXioZg014jEfKtPmhWQ7gSG7EU5Mj7xyfWlYVy1B96qOoKDNuJ7VftxnLdqzbkm41BoxwF60dQRPAoEKY71ciUDnqKgUAKAOlWU4jNEhmfAoW6uNh+TNTMqOfmQH61VsmyZf96rWcEU0Az7PD/zzWp4LeIMCEGabU0RoexJYAwKx9av2tZLSIAEPKC/+7WncTrbwNIecdK5+e0ur/F3OVRFOV3dcVk0Ui63NNPWgmkrWOx89U+JhSE0E0lMybCkoNFBLI6UdaSlpmSY8UU0GlzQWmLRSZpaBlW6hEkTAbgTgqQM4I/8ArfyrC1Sw1G9mt4ra2RV4M88nHfkKPf1rpuBTqlxTep6tDNq9GkqcLWRWtbOCzi8uCMIv5k/jU9L0pM1Wx5k5ubvJ6jWUMCD0P6VyniCFoGWdAoDZDgjPOea672rK1iBZreRWHGN/9D/SoqK6PcyDE+yxPs29JfmcSGMrANlV+vFbdpCsUKhMY9u9Vmst0DMw2IB8oPU0uhy5EsJOcYYf1rmufetmkBxQIdxyTins204703ecYqiBrybTsAH1poQPIGbnHapAq596U9aQDdbtTPaJcRfei9PSmwEXtnHMjYbGD7HvWjask0bQSDJIxz6Vgt5mjai8Lf6lzke3vTaMYvXlLsGoGzuTDdfKG6MehpJoB9rLLgoecirdzaxXtrtIGSMg+lZAhvbVvKDMyjpSZpG17mmjYGO1RFQjE9s1UWa5LDKN+FWXDm3IHD0FCtcyKw2RbhnrT768CxiPcckcrWWl7NbKUmjbH94VNAYbglw24+/agVk9SEWe/wDexkq4OQa2JY1udKYyAb8Y/GogAo46VoLEHsc56jmiwpu1jm7JpIFMZOVz8o9KvmRfLJkHHvUexLd25/OqRD38+1TtiHU+tIomaZ51K264HrWlpcCwqV7ty2ahVFiQKowB0qWOTa4OaYmroznU6fqkgcERS9/5VcPWrGrWou7QOACQODWbYT+bFsY/OnBFMSd0WulOWbZnJ4pQoIzSFFPUUDHLPEx64PvUpwV4OarGJGwMU+OMIOCaQEEqg5JrrfDt+b+0Kvjzojtb3HY1ykiEnFX9BnNjrEQYgJN+7b+lXF2ODMKPPT5lujppf+QrHnqq1aZUGXbrVdCTqkvHan3L7mCDt1rU8AjDtJIT2qcdhUUa45qUdcmqAc7+TCW/i7VXijLNvkOSadJ+8l9hUgGKlIBCBTduTTzQgwwz0qmIniURxc1jW5MmpXD9gcZrTup1it29T0rO0+MrEznq54qENF8cCplP7o/Q1GqlhTpHWCBi5xgUMVyhZrtZ8jGTVraM1RS5Mrfuo+PerUZl3fMw2+lWhk3Sno3OKZ2605PvUnsIS8jMyRoOhbJ/Cq2sSeXZqgOMsBWmoyKxddP+qX/bX+dZjQp60UrdTTTWkdj52ppNgabS0lMxYUlLSUEsj7UopBQKZkmOpaSloLAUtJS0DQU6milpFIWkpaKYxOoqGaNZI+RkDOQO47ips0UF0qkqc1OO6Odv7fbCwBzxwfUVz9i32fUPQEEGuxvYMxsAOByPof8A69cxfW6q2U4cVyyjys/ScDiViKEai6mk3zYOc8U4LwDVS1m/cqH+8BipPtBHC0rnYSlG3ZBxQVlHQZqLzpSvAFEVy68MhPvQImimKSK2NpFT6xZi/sPNjAMsY3e5HpVdmSVfRqvafJtby25BGKZnUX2l0MvSNQDW/wBnY4lj6Z7r/wDWq75oJOSKyby1FjryBBhG5H0NTXORtK0io2eqLrMSeAOaRUZm61S8/aAC2TVmNZEBZu46UFFs2UcsZUjORWA8L2F3wPkPFbVpejzCjcVLdwRXMWcDNBF2nqU0kWRcg1qWbD7IwPQVjiIw8dqvxuYtNlYdwaExVFdHP3DtfahIicIpwa0o0EaBVXAFUrZBbxs5wXc5Jq9E3mJuNI02Hhc0v2cSLwxBoUVPCpKPjqBkUxNjbG4Ku1vIeOnNZmoWn2LUPPQ4jc/lT7a4AncOQsgOME1pShLy2KNgmmTazuUD5mAV5UjtQsnHOc1FE0lkwikBaMng56VayjjIpFEJlwamhmVzjvUbIGBFQkGMhvegDSkX5d1U592MqfmXkVdjYSRfUVVb7xFApK6szp7O7+3TwzRkjMXz/wC93rR2BX9TXOeHJMXs0J7ruH9a6Yjmt46ny1aHs5uIHinhcrUXLSAVIz7UKjtVMzIUGGPvUtQxnJp7Pg8UwHinADFRKxNPd1RPc8CkwKd9+8CgdM81ZhiCoo7D1qGOPzHANXJnWGLcelLYRFc3S26bV5c/pVNYJLhBLMxK56H0pAPPmBx3/SrlwRHEAOnTFK3cLEaKijCqBUg+lRx/dzUlWhgc5AqVIuQQTTAO9WIqmTEPX5VrF1wZeI9t65rUunKxHHFY98jSW4Ofuup5+tZjRKx5NNpW+8aQ1qtj5uo/eYU2lpKZkwpKU0lMlkdLSUooMhRS02lFBaHUUlLQMWlpopaRSFpaSimMT+LNLRRQBFKAVzt3YB49R3FYN3p5Z3ZDkHke4roveq0kWZcZAXBK/wBR/X86zqRurn0ORZh7Go6M3o9vU5XYYFO/jBpYn34ParmshRIoX05rNh+U4Jrnsfbp3VzRjwRUgAJ5qKPAHSpRimA14lGCv41LASsgqIE7vap4hzQJ7EmpQR3CJMTh4uc1z8l15twEQkita+nWKNtxwCMVjaVATPK7fdGMe/vQKEbKxoQwBCrMMt6mtBPmU1XIwMirFuQTzQVJmXNmC6zg4q3Hcgjg/hU1zbo5O4dapmzQ8AsPTmgS1LDSK+M8VchdJYDGSOlZn2Rh/HTgPK5JxjvQhSVylqAMVx5eflFX4CPJUYxxWeFa9vC5ztXrWn+FK2pQYqxbZRiexFV6tL+6gLnoBmmTLYy2SGXUJItoYdeRTFeTTrgISWgfgf7NMs333UsuOv6VpSRpPDyuSKB9CtJLFcxuqkb05x3pAP3Q9ao30RhX7RESrx+ncelWIpt65zSAduINPBBFNIzzTQcNTEXbcjGKbcLtfPrRH2IqaVPMTpzQMZp1wLXU4JScLna30NdpzmuC9jXb6Tcfa9NhcnLgbW+orWm7Kx4mZUrSU11JsYO6mxfMjMe5qZ0KjpwaRFC8KMDvV3ueYV1HBx605cnrVgRr6UuxRVXAgHFIU3VPsU0m2lcBqKsKlj+dUpnkvJcAERjpV5kD4z2oVAOgqbARwxAMuO3eo9TODGvqauopyCO1UtSQGVD3pMBUHyCn0qfdHHGKeqqf4Tn61SdgAAkVNF0pNi+n61KqgDgVLYiKZdykVk3r+VtiA+8R/OtzHWsLUTm7jQ9N1T0E3bUD1NJR3pD0rZbHzc5XbYUUUlBmwpDS0lMkZRRRTMgp1NpaQ0LSikpaCxRSimiloGh1FFFBYUUUUAFMdN64zgjkH0NPooHFuLujn9Xi3/PjDDgj0rFTLOQvJBwa6rUIN6sR3XP4j/638q5mFDAzkjOSa5pqzP0jKsV9Yw0ZPfZ+pdjBCjPWnsflzUNvJ5jY9elWZRsj6VJ3sjjG6rOQi5NQ24OM1V1O6McRjQ/O3HFAFC5d9RuvITlFPzHsBWpeRCBYbiIYSMbSP9moNPtvs9sOPnbljWghSSNopMbSKBPQjRgwHPUZpqEo59jTJLRkiHktynSm285lyrjDjrSQFl2MhzTQ4UgHrT0HPPSq3mKtyYm47qfWmBbGO9VLlGkuFiH3SM1LyR1p/wDFuPWgCJEVBtUAU8daCMmkyE9zQBIo71De3Gy2ZR0IwaV5wi5YgVnTs1w+EBIJoYWCwBWMsejcgVfimMbc9DVdFESqp6int1zQmBO6R3CEY4Iwax1VrK6aCQ/L/CfWtOJ9jD0qPVot9ssyjlTzSARTwKUrmo4H3xKalzQA+LKVdhbI5qosb7dwANPWcxEFgQKYmMvItrb1/EVoeHr4wXRj6rKMcnv2qrcsJIQUIOetUdNlKTtzhkYEZprc5cXSdSjJLfoegtcM2MqPzpvnEfwj6ZqBJBLGsin5WAIp1bcp8S8TUTsSi5P/ADzb8xTvtI7oar0Ucr7j+uT7Is/ak7I/5Ck+1JjlW/Kq2aSizKeOfRFr7ZGf4ZP++DR9riB5Dj/gBqtk0hJosyvr8f5S4t7Bngv/AN8mq91Ks0ikZwB3qLNNOaFHuYzx8vsosrcIvY04XaL/AAmqfFHFPl8zP69V8i616Oyn8ab/AGg442CqhNJijkRnLG1Xsy02oSnoqiqkj+ZJvbBb1ozRQooxnias1ZyEoopKo52FFFJTJCkNFJQS2JRSZpaZmFLSUUDFpRSUUikx1LTaWgoUU6m0ooKTFooooKCiiigCN03oQOvUZ9a56/tghO0cMMiulqhfwh429fvD+v8AQ/nWdRXVz6DIMZ7Gt7KT0l+ZzNuSs4XPer19MPs4wSDniovIxcK3Ydaq6xIVkjUcDGTXOj7lmpGfLs1kbjAzWZbKby7M7nKp0FXNSkK2kcadJMYxS20PkW6oBg9TTJWpKvSmEbWp2QvWh0yd1ACzSvDaecoyAcEe1Q7kYiTueatfKbd45B8rjH0rLWVYwIYwZXXjgUmCuXxOMHgD3qs8SXDb+c9iKVLV5eZn4/urVkRBFAUcCgCokE0RzG+R/dNWRIAgL8N6CnEkKd2FAqEyN/AOfU00gHNIcckKPWq7zkHbGMn1NPMTMd0hyaeiqpyAM0ncCr5DyHMjc1YiVYunSlkw5yOKaOlIB8se8Aiq4JDYNTeZ2zScZzRYCEtg89auQlbm2aI9elQvGJFx0PrUVq7QXAV+9NAVYs29w0DdulXKj1eBkukuEHXGaYk+Bzmhh0NC3fHynv0qzsUjGKz4pY2PXBq9Ed4oQEMlmhHGQfUGs2axaJjJHLJu71tkE/SopAo9z7UxGloF0bjTArH5oyVNa/UVzWgu0eoTRqPkZc8djXR5wK6I7HwGYQVPESithc0UlFM4WxaSkzSZoJbFzSE0ZpKYrhRRSZoJbFzTc0UUEthSUUUCuFJRSUybhRRSUEhRRmkNAriUUUlMhjaWkooIHUUgpaCgpaSigBaWkFFIpMdThTRTxQaIKKKKCgooooAOtMlTemB1HIp44FJ1NBUJODUluYcsOyTgcHpWFra7ZY2x14rrruLA3AcE5/H/AOv/AErm9bjDRK4xnNc048p+i5bjFiqKl16+osb/AGvTbdh/rI8Kfw/+tV0txxzWXo27bImPlyCPrWt5ZAJFSejaxnXBd5BsODV2AsyfPWZZFn1aSM9OTjPcVfvrhra2ZlGXxwPegRVvp5Lmb7HbsR/z0f0FWRHHaW6AcLkKW7k+pqKztjBCNxzI/wAzn3q95YnheI9GXFFgbsRNC+MpJg+/SkElxH1Csvt2qC0uHUmCY/OvAPrVovxQIgaYFvmBp52quRSMVPYVHmgY4OTSMD1BpD04pEJxzQArcdKQHnBpTTcYOakBJBhsiiNt2KkOGiPrioIiU69M9aBDpXMRFDEOVcDmm33JUjpimI4CgUFI0bsCaxDDlgOlZcRBAJGKvxEspUdfeqMsDxXAYKSD61QJWLqxIygoOfWp7cbGw3FMhilmcJFnf1OK04dOcgec+PXZ1P4/4VUYtnm4zNMPhtJSu+yKUvztsiDSSf3F/r6Vbg0ovhrlsDqI0P8AM1oQ28Vum2KNUHfA6/WpelbRppHyuNzytX92n7sfx+8ZFFHAu2KNUHsKmBplKKs8bnbd2SZozTQaKRVxc0lFFAXCkzRmkoJbFzSUlFBNwoopKBBRRSUxXCiikoJCkpTTc0EthRRRQSFJRRTEYf8AwmXhj/oY9I/8Dov/AIqj/hMfC/8A0Mmj/wDgdF/8VXyLRWXtGe9/Y8P5mfXX/CZeGP8AoY9I/wDA6L/4qj/hMfC//QyaP/4HRf8AxVfItFHtGH9jU/5mfXf/AAmXhf8A6GTR/wDwOi/+Ko/4TLwuP+Zj0f8A8Dov/iq+RKKPaD/seH8zPrv/AITHwv8A9DJo/wD4HRf/ABVL/wAJl4XP/MyaP/4HRf8AxVfIdFHOH9jw/mZ9ejxn4X/6GTR//A6L/wCKpw8Z+Fh/zMuj/wDgdF/8VXyBRR7QpZTBfaZ9gf8ACZ+Fv+hl0f8A8Dov/iqP+Ez8Lf8AQy6P/wCB0X/xVfH9FHtCv7Lh/MfYH/CZeFv+hl0b/wADov8A4qj/AITLwt/0Mujf+B0X/wAVXx/RS5xf2VD+Zn2D/wAJn4W/6GXR/wDwOi/+KpP+Ez8Lf9DLo/8A4HRf/FV8f0Uc7D+yofzM+vn8Y+FWUqfEuj4P/T9F/wDFVzuseJvDskOI9f0p23c7byM8fn9K+Y6KmT5lY9HL4PBTcoO6fQ+l7XxR4etrdVGuaYW6n/S4+v51s2uoLcxCUMskLIGjeM5DA8gg9xXyfX0H4buJIfDGlhW+RrKHIP8AuCs7WPocLinXk01axuaOTJrDP1wGJ/lWm6ie43v91T8orGsLpba5Y4wjrtb+ea3QAVDDGD0pHX1HZqSJsOD71FQOtMCLVLcI6yrwT3qATsCN44NaV1D9tsCiNiUDKn3rIs7tblzbzL5dwONvZselJkxZaDq1BTcDg80wKUJqQH0oKIw2xsGpDtPTpSEK55qNQRQwH00tg9KcDzSEZpAKrZXFMV9p2MODT4vlJVjjFDRbmyBzQD01YSoWUY7VXMTbgQOa1La1nmXhen5fnWjbabHFh2O5vQdP/r1pGDZ5WMznD4e6T5pdkYttaXMr5RGGOD7VsQ6YBgzOTj+Ef1NaAUKMKAB6AUo962jTSPlsZneIxHup8q8v8xERY12ooUegFOxRRVnjt33CiiigQUCiloAUUuabRSKuLmkzRSZoC4tJRRQK4UUlFBNwpKKKLCuFFFJTEFITijPFJQS2FFFJQSLSUUUxBRRSZoEfFVFFFcx9wFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV77oOP8AhGdKXOD9ihOP+ACvAq+gdOt2ttC0Q9Fk0y2f841pS2O7AVFGryvqvyLvSr1rqD28fllQ6dhnpVDqM0qnmoue0bcOpQysFYMhPTPIq8Oa5sDmtK0vJWmRGO5W45HNMRswNtfHYisrXrIBftkfDAjJHH41eBOQatSRC4tHjPOVp2E9HcyrG5F/bfN/r04f396cwMcoU9CKwVeSxvMgkMh/MeldE7x3MCTRnKkZBqbFjdu4EqeaYGHOetOibD89DT5Y0GD3Y8ADJNFhNqKu3YZtPXNKm4twv49qu2mlTSYaQeUno/LH8K2ILSGD7qZb1bk1caTe54OMz6jRvGl7z/AyYtNkuAGYBR6mtCDT4YlG4eYf9ocflV3pSZ9K2jCKPmcXmuJxOkpWXZCgADAoooqzzAooooAKKKKACiijNABRRRSAXNJSUZoC4tJRRQK4UUlFMVwoozSZoFcWkopM0CFpDRSUCuHaikooJuFFFFMQUUUlAgpKKKBH/9k=", "path": "003647.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003648
Men Tshirts
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", "path": "003648.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003649
Men Tshirts
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", "path": "003649.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003650
Men Tshirts
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UGvehsYnzb43/AOSr3P8A1+Rf0r6Qj/1a/QV83+N+fivc/wDX3Ef5V9IR/wCrX6CrAdVPUP8AU1cNU9Q/1JrzM0/3WZVP4hunfcP1q/VDTf8AVfjV+llS/wBlgOp8Q2iiivSICkoo7UANpCaWmk4zTAQ1E7U8mq8j0AMd6zLqQANmrkj8Gsa9k5IoAzZ3DycUlpdJ9peMMMqQDSMMmsfUHaw1aMr0uZE/wNAHoX/LCOtO2P7sVlx8wIPQVp233BQA28G6Fq5Yj99n3rrLn/UNXMFf3x+tAGtY/cFaadDWdaDitJBigCC7H7hvpXAx/wDH/L/vV6BeD/Rmrz+P/kIS/wC8aANZgDGfpWXbny9WU+tag+7WRdEx38TA/wAVBnUV0d7bNmIfSp85qlYPvgU+1XO1ByC0UlFAi9RRRQd5k6z/AKk020INvF/u0usNmI/So9NO6yiY/wB2gC5T0qLnNTIKAH9qKWigAooooAhP3jTJDhDTz941HMf3RoAqhQ0gfuKkUmoIX3bvrU/SgC2h+UVIOtQxn5RUwNAD+1OFMByKkFABRmiigAzSZpabQA6kzRRQMM1Fdf8AHpN/1zb+RqWorr/j0m/65t/I0AfO3w14+Jtt/vS/yNfRxr5x+Gv/ACUy2/3pf5Gvo40AI33ayYeb1v8AeNajdKy7f/j9b/er5/N/4tL1NqWzNcGg0lFe9DYxPm7xvx8V7r/r6i/pX0fH/q1+g/lXzh44/wCSr3P/AF+Rf0r6PT/Vr9BVgPqnf/6irdVL/wD1FeZmf+7TKp/EN03/AFZ/3jV3OKpab/qz/vGrh60sr/3aI6vxhmiiivSICkPSlzSUAITzTWpTTTTAjaqsjdasSNiqFxMBkCgCvcSEAisW4csTmrl1PWa7ZNADO9Zev2kk8ujupPyXQLfStaMbnovFDSWkfGfM3fhQB0kJ/dLzWpbn5BWNandGorZhXCCgBbk/uGrAKYkz71u3TqsJHesqOMyN3xQBcs0JFaIGKigTYgAqbtQBVv2xatXAQnN7Kf8AaNd1qTYtHrhIOLt/rQBrKTtNZepKQUkx0YZrRV+MVWv0Elq47gZoIktDptIlD2y47itTtWBoDq1snOcVv9qDjYUUUUEl6kNLSHgE0HoGJrTBYCT6U7Tl8vToVPXGara024BPUgVfRdkagcYUUASL1qZKhj5qdRQA6iiigAoPSikPSgCJutQzHMTVK3Wo3GVIoAzrNtzOBzzV7GaxbRnTXfKGdpBz7Vu4xQA9OABUymq4apFegCYcU8God9KH5oAnopitkU+gBM02lpKAHUUUUDCorr/j0m/65t/I1LUV1/x6Tf8AXNv5GgD53+Gv/JTLb/ek/ka+jK+c/hp/yUy2/wB6X+Rr6MoYCN0rKh4vT/vVqn7prJh/4/T/AL1fP5v/ABaXqa0dma9FFFe/T2Mj5u8b8/Fe59ryL+lfR8f+rX6D+VfN/jb/AJKxdf8AX5F/SvpBP9Wv0FUA/tVO/wD9T+NW6qX/APqa8zM/92mVT+Ibp3ER+pq5VOw4j/Grgp5V/usR1PiDFFL2pteiQFIaWkPSgBpIppNKRUbcUAUL25EZ4rHmuNx4NWNTJD1kO3NACzyg8VXzmlbk0BaAJYRhs1VmmWTWkjDcxJyPc1bj4BriLLVGbxtfZPAIGKAPVLEfKpxWuh4rE0+dXRa2FOQMUARXILuFqa3t1QcinogZwSKnoAXAFNY0pamE0AUdS5tnFcPHxdv9a7fUP9Q9cUo/0xh70AXMkc05kEkTA9SMVIYm8onFRQH9+qn1oJexb8OHEe30OK6gdK5PRDsu507CQ11a0HFPcdRRSUEl+mv92nVHKcLQegc9fnffwJ1+etPtWaP3mqoey5JrRcgdKAHxHmpwKiiXipxQAUUUUAFB6UUHpQBEwqMr1qU03bmgDHdY7fWlkJAEilRn1rQZ65rxussel/aICVeKRWyPrW/A4mt4pR0dA36UDJMmnBqQDNIBQBKGyakXk1GgxU6CgCVRgU6mg4pc0ALijFLRQAUUUUAFRXP/AB6Tf7jfyNS1Dc/8ek/+438jQB88fDX/AJKbb/70n8jX0Wa+dPhr/wAlNtv96T+Rr6MPWhgIfumsmH/j9P1rWxxiqyWYScyZ69q8jH4WdapCUejLhLlTLQooor1orQg+bfG3/JV7r/r8i/pX0hH9xfoK+b/G3/JV7r/r8i/pX0hGP3a/QfyqgHVU1D/U1b6c1UvpIUtmknkSKNeS7tgCuHMKUqlCUYbsqLs7iWI/dfjVuqOn3NrcWweznjnjJ+9G2RV3OaMvpSpUIwluhSd5C54pKWiuwQYpppxpjHFMBjGmGlJqNzQBjatE3LdqwXPNdPqB/cdK5qVeaAIQcmnr2puOaeo6UAO6Ix9jXnmn2zDxtfD1w1ehuCUIrm7SzEfjJXxzJEfxxU3A7fTkIjXjrW6hwgrMs12qorRFUA/zivSnpLIx5HFMRAzVZVQKAF5IppNPqOgCtejMDCuLgXOqMPeu1u+YjXJQx7dTY+9AGoU+TFY8ziC+QZ6sK3SMrgVzmsIUlVzwA2aBF3TG26xdL/00zXXxnKA1xlowGtFh0dFauyhx5Yx6UHFU3JKSiiggv1DccR1NVa8bENB6Bi2mDezn0FXOpAqhZn55j6tV6Mb5B7UAXY+FFSUxOgp9ABRRRQAlHaijtQAw0gpTSCgDmvFTiRYrA/fuGBH0Fa1lC0NpHGegGBVa+0/7Vr9jMwJWNGzWuY8CgZEFoCjNSbaAvNACKtTKMU1RTxQA6lApKcKAHYooooAKKKKACoLr/j0n/wBxv5Gp6guf+PWf/cb+VAHzx8Nv+SmW3+9J/I19GGvnL4a/8lNtv96X+Rr6ONACUUUUgClooPAzTA+bvG4x8V7n/r7i/pX0fH9xfoK+cPG4/wCLr3P/AF9Rf0r6Pj/1a/QUwHHoa89+LOkapqvhqJNNjkmCS5mij6sK9CNNqWB5T8H9D1jTIb2W/ilt7aXAjilGCSO+O1eqCjbzySadRqAUUUlACmonqRulRtwKYELnFRlqdIajoArXg3RYrnZV/eEe9dJcDKVz04xM1AEHl5NOCU/Gaeq1FwI9nFUJbUJqlpdL1DFT9DWuF4qvcLst92PukH9aANiA4ZfStRF3YrIhJ4Htmta0cEc9aYFlFAGMU7NFBpgLUZqSozTAhuR+6Ncs/wAl6T711UwymK5u7j23WT60AXk5TNYmtR70bjOK2ouYwPaq97CHgJIGaAMC0l/0i1fPO0qfwrurR90S/SvODIYbhR0Cvmu+0qTfbLz2oOOruaNFFFBkX6p3x/cGrlUr7iE0HoGLYnKyf71aduvOaytLOUnz2etmIYQUATLxT6YKfQAUUUUAJRmg0lADTSHgUp60jfMMUAKmGb3qRhio4lKtU2MigZCaUCnFaTFAwFOFNFOFAhacKbTx0oAKM0UUAGaM0UUALUNwM203uh/lUtNPU8dqAPnX4boV+JluSrABpeo9jX0ZVaKxtYpPMjt4lf1VADVmgAxRiiigBcUhGVNLRQB83eNgzfFW5YKSPtcXIHbivo2M/u1+g/lUElhaSyeZJbQs5OSxQE1ZFMA60YoopAFGKKKADFJilooAa1RSdKkY1E5yMUAQOajzT361ETigCK4bCVz9wf35rcuT8tYM5/fNQAgNSK1QA1Kh5FICwtNuoJJtNuI4iPMZCFz605BmrYH+jScdBSExthHKLWFZQPNVdr/UVoRlo2BxUiIBeyAjG5Qw/kamaIGgSdySKUOBUtQJGEPFS5plDiaZ1paMUwI5B8tYGoj98DXRMPkOawryJpblVUZ96AJLWP8AdqfalvABA1WoozHGARjArPv5CUYUAchfJiR3/Guq8P3O+1Q5rn7yAtCT61J4bvtpMTHlTjFBzVY63O9ByBS0yJg0YINPoOcv1nam+Ijg1o1iaxMI4Wz+FB6BW0dcwEn+JzWwo4rP0mExWCb+pya0FoAeBilzRQRQAvakpR0ooAbRSnrSUANNCLuNOAzTxtRcngUAMd1jwGYAnoPWnhuKryqW/enBAI25HSpGODQMkJptM3UbvagY6nU0HNKDQIcBT6aKdQAUUUUAFFLijFACZpKKKACloooAKMUUtABRRRQAh4pM0rU2mAuaM0lFAC5ozSUUALmkJopD0oAa1QuakNRSHigCCQ1ETTmJzUTnigCC5Py1hz/641rXZO2siQZcmkA0VJH94VHUkQJb6UgLUfUVc6W03+7VWJSWFXJF2wP/ALhoJkaTFd9tJ2cYz9R/jVnFU51K6dH6oFb8qstJgD6UCgO6c0zeM8GomkZqFGaDQsA07PFMVTT8ADmmA1zlCKqCJd26nyXC5IHNVS0jHAU4oAtdazbmAszA1YxJ6NUbbsHg0CMC+hKoUFY9lbuzSyx582FvmA7rXS3kMjZO2otH097M3l3cYVHGFU9xigznHQ1dIuhcWy89q1Qa5jw9JlTxxk4/OumUZFBxF6Z9iE1zs6m+v1j/AIEOWrS1O68tSAfyqhprBbdpZUZGdsEt3FB6BpYAAA6CpFBIpIyDyCCPaphigAUUppOlLjNACUU4Lml2GgBlGKft5p2OKAGgYrnvEmsiyg8mFhvP3z3Arbnn8ocVxOuafLcrNKvzO3X6UAdosqXOnrJEcqyBlNKw4zWD4PuXl0WW0fO6D5RnsK30y0CE9cCgCPOKUHikcYNNBoKJQaeKjWnigRIDTxUQp4NADqWkzS5oAKKM0maAEooooAWiiigApaSloAKKKCcUANY0lBNGaYBRRmigAooooAKD0opGNAEZ4qvKasMaqyng0AQvULc05n5qJmxQBUuz8uKzWPNXrtuDWex5pMBB1qaIc1EvWrEQ5pAXrZAeas3Cf6OR0JIH5mm20TBcmrEwDSQRnoZFz+HNApNJEmoTCC0GerYUCoRcM5Hp60zVoWurmGPJAAZvxFMijZVAwaCKe1y9GcrzU6gAVWjyABVhc4oNSQGmtyMU4A04JTAgW2QHOMmpgijsKkC+1LtoAiYVEY1J5AqyUNUbuRlcgDFADJ3ggXcQM1ymtas8m6POFwelbN4GdAFBZvSuW1fQtYnR7i3h3AD7meaCJbGx4a4hXnOea6oHiuN8NyyRKIpgUkUAMpHQ12CnIoOCfxDZvKF4plwFA4z61baOKZBnDL2xWdrMQaHPeq2k2M9rGJVuPMMgyVY8D6UHoGt9jQfcZh9KkWEr/ETTFEuc5qwu4DkUAM+7Tg4A5p/HpQUUigBBKvrinCQHoQaiMKntVeSyjfJDOp9jQBeJqNjVP7HIPu3D/jSPFOgzvLUAOmiaVuOlQ/ZFHVaetw6jBBpwuCT8wpXArafai0v32KBHKmcD1rRhyYiD2J/nVeOTddIAOn8qmjBWaZe2QaYxWXIqIjBq0RxULrjmgY1TUgNQjg1IvNArEgpwNNBpQaAH0tNzTs0ALRSZooAKKKKACiiloAKKKKACg9KKD0oAjNFB7UUwCiiigBaKKKACmtTu1MagBhFVpvump3OBVWZvloArN1qFzUjNVeRqAKV0etUmq1cHLEVWpMAXqKt26kyCqqCtOwi3PmkBpxKdgBp2CbyAAZADGnquBTY8tfsegWID8Sf/AK1BFTYddBgUmUZMfX3XvUkW14wRgg9DUmP/ANdVmP2Rgc/uSwBB6KSetBlSn0LPlDPSpFTFKKdQdCFC4pwFNzS7sUxi5A61G8oHSkYFs00+XGCXYD2NACNI5PFV5PNY5EYb61IkjSP8g2p3JplybkIVtlUt6k4oAgeOQ/eCR/jVe81W30y2bLgyY4qu4u5RmZWDdxXJavpF5qOsrAJXVduR6ZoIepetrszapvGPm5PvXZwEmMZrz7SYZLbVjbykF4ztJHevQbf/AFS0HDU0YusLmA/SqmlFIbSMklmfJOe1XtU/1LfSs/QrYtBIzMSu/wCXPag7zXjuEY46VYyp6GoFgWnCADoxoAlxSZxTNjDhWppW4zwVxQA8yAfwmmF/9k0v7wdcUYegCNpmU/KpNKJQRzSt5gHGKhaJ2OTjNQBN8rdhTGEaglgMCqshmiBxyPQU2MT3HymNlB/vDtTAvWyAkygDphfpTtx+0kEcFamjTYgUdAKZKcSJ7nBpiH8EVHIuRUgpCKY7lRgQaVDUsqcdKhHWgZMpzTxUasKkWgBadTadQAUUUUAGaM0UUALS0lAoAWiiigAoPSjvQ3SgCM0maU0lMBaKKKAFooooAO1MNPPSmGgCKU8VSmPy1cl6VSl+6aAKjmq8hwDU8hqtN92puBRkb5zUXenyfeNRimA9DzW5p0RChsVj28fmPtxXSW0eyJQPSkBKRxUFoMzXD9twX8v/ANdTyDEZNRaeM2u49WYsaDKrsW+nNUNRxKgiz8oHmP8Ah0H51oHpVK8tmdXeIrnbghvzoOenoxba7DRKCeQMVaSTPNc/bNOsS5wCRnFXEaUgbmIHtQdqZr+ag6mmNcqfu81VWP8AvNn61YjQDHFNDG7p5Puttp6WSbt8pLt7mp1AA4FLzigBvlgfdGKaYVPJHNSZf2qNy4HagCCVAoyFz+NZl3Oiq25NrYxnHNabyFeuKydTmdYnZ4d6f7PWgk5aC3NrrJcvvEpyDnvXc2zZiWuDM8ZvY9pI+bgHtXcWLboFNBw1dyzqpxAx9qr6ZmCwj3HG4kj3qTWG/cHHpUWkQYtI5ZXLsegPRRQdxpxsx/hNTKOKarcUu6gB+MUuOKYGp2aAEIpOKUnNNoAQim4U+1K2e1QSy+ShLKaLAVdQEkXlvG5CB8up7itNCrIpXoQCK5+6ujKrK54IwK27JNlnEv8As0gLGKinXKE+nNTVHOcQv9KBAhzzT6hgbMa/SphTGNZciqzLtNW6iZc0DK4ODU6nIqBhhqehxQBNTsU1afQAmKKWigBKKKKAFo6UlONABmjNJRQAtIxpRTWoAa1JStSUwFooooAXNGaSigAprcU6mv0oAgl6VSmPymrcvSqM33TQBVc1WlPy1LIearyt8tSCKjj56Yo5pznmljUuQKAL2nwF5N2OBXQxgBapWEHlwrx1FXwMUAV71wkLMeg60+1QR20YHQKKrajlgsY6SMFq8OOB0AxQc9Z62FzTSm7I7HinUUHPcy7iF7fbtiDpwo55FSwgjblEBzyAcmpLvh4dwypf9ccfrU8a5+YqAfag7Kbuh4+c5CD8RUqqRTgQBShvamjUKMU7cBSGRRQAYprDIoaUAVEbhQeQfyoAjmXj7uay7y4gWMqW2H0atRriM9Cay72e3kUx3EYdT6igVjkr+GNr2K4iIO1ucV1+mPut1+lcXqMAsb5DbktbTNg5/gNdho/MC/Sg4au5c1kZh/CprICO2hQf3aNUTdCR7VV0uYyggn7h20Haa4p9MFP7UAGOacKSnUAJmjrSUooAbUcwDJ8wzUh60yX7lAHP6nbfKjR8EsB+ZrooVKRIrHkDFY17xCW7jkfWtqM5jUnqRzQA+oblsRbfU4qbFV5wSUH+1k0CCH5cipgagT79WOKBi0hGaWkoGQSrzTFODU7jNVynzUAThqkB4qCM1KDQA6ijFJigAooooAB1p1NHWnUAFFFFABTGNPNMagBrHOKKQ0tMAooooAWiiigApjHin9qjY4zQBXmPFUJT8pq9N0qhN901NwKch5qlM2AatTOBVGRgSeaBkROTWhYwliO9VLdA8mG6VvWUQU5AwKAL0KkRgEVKBg80KOKcRigVjNuGDalbR56kn8hxWgOlc1e3RTxFZjO1d2D+NdIDQc1bcWkzRRQYWKt0f3tuOnzEkn+VC3GX2oDmpZollRkbj0PpVWwjcKxkfed+EfHJWg6aMrqxooH/AIjUoHFNXmpAKaOgTtRilxiigBu0elMYD0p5qNuaAK1winnGDWHqZURYY89q3J+lc1rTHYQO1BLdjBllMqOh7MMV2OkDFun0riLVWlukjHPzZNegWEQSAcUHDWeppXaBkOemKx9KG2a4X3rcnGY/wrFsBt1GdfbNB3G0nSn9qYvSpVFACU6jFFACYoHApaD0oAZTJBlDUmKbIPkNAGRfLm3ataDmFD/sis+8AFu5q/aHNtF/uCgTJiarnm6P+7VgjNVlOZHPvj9KBAwwRUq9KikOKfE2VxQUTUlL2pMUDA81G64WpKGGRQBWQYbmplNRup3AinoaAJKKM0UAJRRijFAC0UUUAFFFFABTWpxpp6UANooopgFFFFAC0UUUAB6VG3Snmmt0oAqTVnzn5TWjOMA1kXLgZFIChOxLYqttyakkk3PU1vFvIOKBlqxtl6kVtQxhQMVWtoQABitBEwKAHqMUkmAhpwqG6cJCST0FAHCavM39qrJwdjZruYnDxI4OQVBrz+5xLO7Zzk967TSZhNpcDDqFwfwpHNWReooooOa4yT/VufY1DZD91GOwRf5U67OLZ/f5fzqSJQFwBwOBQdNHa5ZUVIOlRrUgpnSGKMUUZFK6Aa3WoyKkamMcUXAq3IwK5XWDw1dRdH5a5XVmB3A0yZ7GZ4fj8y8cnsa72JQsYArkPDcQy7Hua7CP7ooPOqPU0JP9WawrXjVpPda3ZPuGueLiHWIieMkig9E3lqRTWZfavb6enzndIeiL1rM/tm7ueUxEv61m6iWhcYOWx1G4CmGZB1ZR+Nc0rySHLyyMf96nAKeqfrUuqjRUGdF58X/PRPzpPtEP/PRPzrn9i/3BR5K9wDS9sHsWdEHDDIIP40j/AHTXPFQvKMyntg0+DUbi3+Sb96nqOoqlO5LpNGlcAGFgR2qzaf8AHrF/uiqTzpPaM8bAjH41et12woP9kCrTMpKxKzbRmq0Q4J7nn9ammOI2PtUSZ2j1AAqiRrnLmnRtg4prcuaRvkw9BRcB4opqkFQR3p1AxKDzS0lADCKaBipD0plADhTqYOtPoAKKKKACiiigAooooADTT0pxpp6UANooopgFFFFAC4pcU2igAamMaeelRmgCtcNhMmsG7kG41t3pxHXNzEs5pARqhduK1LWDbtzVa1gbcCRwa2reEADIoGTxLt6CrK9KjVakHSgVwJxWfq0uyzfnqKvOeKw9fkItCBSbA5YDPOa6bw5Jm2kiHVWyPoRXNLyAK3fD7lLx4+zp+opGdWPunSUUUUziK9183kx5HzSg8+g5/pSXGo2tmn7x8v2QdTUGqSm2gFyFz5Wc+2R1rlrQmWQyyHfIxzvPWonLlO7CxujpX1S4mUeUoiB9etMFxcMBunfPsapx/eBqyKxcztUEDPITzLIf+BU0tIORLIP+BUppjNxUqTL5IjHvLuPlLh/x5qu/ia7tCTNCkyD+7waS4kAU1g30/BFP2nKJwT2Olg8T6bqL+SJTDOP4H4z9DWPrEhWQ9x61wWqThnO3IdejDqK2NK1SbUdLMc53SwkLn+8K2pz5tzlxEFFHaeHImEAbHXmunXgVjaGmy1QY7VsjpWp5M37xpOMg1zWpjy72OX+62a6U81i6tAGjZu9B6Zws91Nc6hLLM+Xdj+A9K2bWUbBzXPzBkunPua1LFice9cc9zvptcpuIeBip15FVY2wAKsRmoZbJaDRQelCERsahYnNTNULVSArteGyk3H/VSDa49Peuut3WS3jkXoygiuI1Ib4lX+8QK7a2hEFtHGDkKoFdNPVHFWVmJOcoF/vECjpTJiTNGOwJY089K0MSI/eoYArg0d6UjigodbsQNpNWBVJciUYq6vSgYtNIxTqKAI8mkpSKbQAoPNOBplOFAD6KQUtABRRRQAUUUUADGmnpSmmnpQAlFFFMAooooAKKKKAEzTG4p9NagDN1A4iNYkSb5ORW3fcowqhbxd6ALVvBgA44q/GuKhhU8VbAAoGOHSgnFIWxUEswCHNIjqE0oC1ha2xa261feXcazNVybf8AGkykYqD5gK0tPkMN/buPu7gD+NZqffFXUDCMsPYj8DQOSvE7KimRNviRvVQafQebLQp6rxpl0TyBETiuTsTkLXWarg6VdgnH7pufwrk7AcL9BWVc9DA9TVjqcGoo14qUCua56FhTzUT/ACjJqXtVWZsDFMCjdSLhua53UJguRmtm8k4bpXMajJz2pMaOdvZQ0hA61ueGbciTYBw5Fc5KQ1xx3rvvCloCyMw9K3oo4cY7I7qwj2QoAO1XxUUCBYxipa6Dx3qzTxVHUI90B4q/UF0uYTQeqeZapFsuXOKfp8vzqtWfEMRSUtjFZdo5WQVy1VZnXRd1Y6iJuauR+tZ1s+QK0EPArG5uTUHpSDpSnpQhEb1ERUrUw1QGZfcvEP8AbH867leg+lcQw36lap3aYcfjXas4RWYnAFdNLY46/wARXUlrqQ5+6dtSscCordCIgx6uSx/E1K3NamJDnmnikIwaKCgbjmpYpBjBqA5NKnDDNAFyimqwIp1ACGoyKlpCKAIxRTiKSgBQaXIpuKWgB1FIKdQAlITinUxqAEzRmkooAKKKKYBRRRQAUUUUAIaYx7089Kic8GgCndrvUkVBCgUYqzKecdqiBFAFqPAqTNVhIAOTTHuQM4OKBk0kwWs+ecnPPFRTTFyTmoCxY4qSSVDuNV9WGLQE+taFrbkDcw4qhrmBAQKVyrGBGfnWtiJMgccYrGj++K6C1TdH9KCraGvp7FrGPceVG0/gat1m6c+Hlix6MPxrRzTPMq6SKOsf8gi5/wBzFczp68L9K6XWT/xJ7n/d/rXPaf0FZVj0MBsaUfFSUxetP7VzHeI/C5rPuX61dlOErMuj1pjRlXj4DfSuU1GVsnmuhvZMA81yuoSAseaRVrFO0iMtz75r1Tw1blYF47CvONGhMlyMdzXrmiW/lW6celdVPY8fGTuzZUYUClzRSVqecatMkAKEGn0jcqaD1jivEtsTGzEcVy0Z2sMV3uuW++3YEVwJBWYrjABrGqtDejLWxu2kh2jk1rxMWUZrCsm+QVtQHK1zHbYtr0pT0pq9KcelBLRG9RMcDNSv1qvO5SMkYpiKto3meIrNCO5P6V1t8P8AQ5PpXJaE4uPEq7hzHExFdZfgixlx6V00tjirayJ1XCge1IwxTl5UH2FI/NamaI8UmKM80tAxNtJtp+RSZFADkOKkDVEGFOBFAEtFIKWgAIpMUtFACYpcUUUAGKKTNJmgBx6UwnIoPNGKAG0UUUAFFFFMAooozQAU0mlNIaAG5qGRsDrUjnaKqSsBQBHI3zVDu560kknzVCee9AErSe9QSPkUHNIRUtjIxz1q3bWwY7iPzpba13sGYcGtOOELwBSFYjCBVwOlc1rrnzAgPFdPdyLDCWPGK4m/m866POcnNBSRFChZxiulsYWEeKxbKEl145NdPbRYQUFEVtEV1FzngRD9Sa0KrRj/AE+b2Rf5mrNM8ut8Rl+IeNFn5I+7/OsOw6CtnxJ/yB393UfrWNYDAFY1tz0cAvdZpIaeTxUadKe3Suc7iKVvkNZV2+M81oznCGsW8bOfpTKMO/k4bmuXum3S4Fb1/IF3Z9K57PmXPtRHVim7I6LwzblpUyO9erWUYSFcelcJ4WtclWAr0CBdsYFdcVY8CvK8mTUlFFUc5qZozSZozTPUuZupx7oSa85vkK3bcY5r0+9XdDivPdbiKXWcdaiotDSm/eG2TfIK3bY/JXPWjYUVv2Z+WuM9GL0LqvtKgg89x2qQ+lNU4pxoEyKT1qjdSBYzmr0g5rKvm4NMRL4R2SazeSAfMiKufYmuvuxm0kH+zXHeCOdR1I+gT+tdpIN0bA9CCK64bHBWfvBCcwqfYUjU20JNumRyODUrCrJRDjmhkJHFOPBpQaCiAxsKbhh61bxnvSFRQBUyRTg9TtCCKgeJh0oAmRvepQ2ao7yvUGp45A1AFjNFApaBBQelJmg0ANNJS4owaAEpc0YNJQAUlLSGgBM0ZoopgFFFGcUADcVGzgDNK7AVRln6gGgB8s2c1SkcsTSkknmkEZJ4FAEJBLZNKFJqytuzdqnS1AqbgU1hLHpViO0+bkVaSELUoFIYkcaqvTpUh4HpRiq17cCGMjODQBka7eAR+Wp+tc3bwPK+9upq7ds11c4xnnk1cgt1VRQO6Q7T4G81a6KNNqjNUbGHDg+laVANlKPnUbk+gVf6/wBas1VtfmaeXs8hx+HFWhTPMqO8zI8SH/iUH/rov86yLH7orW8Sf8goj/potZdkOBWFV6nq4D4GXkFObpQowKHPFYM60UbljyKw72QgEkjpitm5JyfpXPajIACKZRz+otlTWbZReZcDjNWNQkycCrGh2/mTocZzVU1qYYidonoXhi1CQKSK6gDFZmlQCK3XjFagrrPBqO8ri0UUUEGnRRRTPTI5RlcVw/iWPBDAV3bAEVyviKENC/sKTLWjOTgzvHpXQWrYWubhfBxW5ZuSo5rikrM9KDvE2kOVBqTtUUP3BU1INyGQc1j6j9xq2X6msXUv9W1Mdi54GwU1A9/MAz+FdhXH+BP9Xff74rsK64bHnVX75Ba5RpoyeQ5YfQ1Z61WJIvuB1Tn86sA1ZKGsKbUpGaaRQUNHFLmlxSYxQA/tSFQaQNTgaAIniB6iq0kRj5Wr1NIBHNAEMMvGCasBgaqvFj5lpY5CaBFiimhs0+gAooooAKTFGaQnigBKTvQTSZoAWik3UmaYDqYz7aM0xxmgCrNISTg1DtLnpVwRhjyKeI1A4FAFRYPUVLHCVPTirSxj0pcYoAiCYpdtS0UgGAUuKdgCkJGKAGO4VcmsDUZjK5XPFaV9NtSsfaJHyeppDIoICWzjFaMUG2nw25CjAq3FESwoB6ksEe1frTp5PKt5H6bVJqZVAGKo6l80SQL96Vwo+mcmkS3oJaoUtowepGT9anFLxRTPNl8Rj+JP+QWPeRazLMYArR8TPt0+JcfemFZ9pnaK56m56+A+Bl4dKY7U8dKgmbaprFnWU7o9ea5fU25PNbl3KSDzXNajKOaZSRg3ZzIK6bwvah5FIHSuYY77gDrzXoPhS22xgkY4rWkup5+NmkrHY2qFIgDVgChBhRTsV0s8cSiiigDTooooPUCsXWYleBxjnFbVZupRkwsfagaZ5sy+XOR6GtaxblR7VmXw8u/Yds1oWBwRXHU+I9ClL3To4TlBUmcVXhf5QKmzxUGu42SsTUf9W1bMn3c1i6gfkamKxe8Dfdvh/trXXmuR8DdL/wD3lrrjXXDY8yt8ZW3Zu3zzhQv49am3GqUdzGupzwseWIYH8Ku4yKsFsPVwadjNRBcU8PgYoKHUYpAwNOBzQAmKUUUUAFFLijFAhrAGoHj2kmrFNYZFAyEHpzUgamEe1NBINAiyKTNRq3FOzQApOKYTTutJigBpNM3U8imlaAEJozQRTSKYC7qbmmnNJ+NAEopwNV8nNHmUAW8jFJmq4c04NQBNmjNMBozQA6o5HCqc0pOKq3LELxQBn3Tl2wTTra3ywLdKdFCZJckZrTjg2jmlYYxExgY4qyiBR70BPalaRY13OQAKl6ANkkWJC7dBXD+IvEc9ncxT2qq3lscq3cVoa1rOSY1b5K4vVblZwEXJOaTY+VNWPQNC1yDXbITRqUkHDoe1awrz3wor2d9E2cJIdrV6EDVI86tT5JGH4lI8u1UnrJn9KrWy/JmpdeCy3ttGeqAsRREBtxiueq7M9TBaU7kg4FULxiO9XmrOveQayZ1Ixrpzhua5y+bk1tXshAIrm71y2c0F7Iis4zJdqVXIzXqfh6Dy7cZUjNed6JB5lwmOma9W0uLy4ACeldVNaHiYyd5WNAcUtJRWpwBRSUUE3NSiiikeuL2qpdpuhIq32qCdSYzQB5vrUXl32cYy1Os3wVqz4kiIfd6Gs6xfcwrmrKzudmHdzpIH5q3ms+BhkVfQjArA6xH+6axr9fkatpyMYrJvh8jVRJb8EDH27/eWutNcv4NGPtv1Wunc4WuuGx5lb4zmb9XW5aVf9YHYj3Ga0tO1VJgI5gUkHr3qpGpuCoxn3rQi0qLIdh8wqwWxo4BHFNK05VCjA6UuKCiPFKDin4FIRQABqUGmkUcigB9Gabk0nNAh9FIDS5oGNYVEV5qfqKaVoEQ9KdmlK0wigCUGlAqMcU7NACmkxRmloAaVppSpeKTimBDs9qTy6nxRigCsYc0eQKs4pMYoAr+XS7MVNijAoAhxRUhFIRQAw1WnUsABVoikEYZgaAI7WHapJHOatYpQABUU06xDJ5oGOklWJNzVzmq6izghQcDoKu3Estw3AOPQUQ6UXO+ToexqWBx76bc35aTBHoDVGPR5mkyU6GvSltEQYxxTGtIeu0VJSdjkBbPbW+9RjYQ2a7GNtyK3Ygc1i6nAgiZR0NaGmTiXTYXznAwfwpnLiU20Zd+fN1dyB9xQlPUbRVSCUzyyyk/6x2P+FWgMVyVJXkejRjamhZDhc1l3cnJq/cNhcVjXTEk0jdIxdRblua5u5Ys+BW5qbkbiK59MyT89KcdxVHaJ1Xhm2PmKcelelW67YxiuO8LW3yodvau2VdoxXZHY+dryvMdmikoqjEKKKKBGpRRRSPVCmP8Adp9NbtQBxniaEtGxHauYsWxOBXa69GGhf6Vw8PyXSjHasqqujpoOzOmgNX0OayYHOK0YXzXKdyZOR0qrdRB0q32qORcimAeGWW3ubmFurgMPwrorhgtu7EgAA8n6VyyM9vcRzoOUOcetXNU1dJ9EkkgGJVI3RMcNjPp3rppSVjzq0GpXLulQEKN3XHNbGOMVl6dcJHZxF0dWK5ORzWikyyDKsCParuQh2KWgGlp3KEooJxzTd1ADqTGaXNGaYBijFHSjNAhuKMU7FJSuMdjijFIKWmIaRTCKlprCgCOinYxQelADRTs02igB2aKQdaWmAtFFFABRRRQAYoxRRQAmKTbTqKAG7aUAClppoAZIxUcVVMBmbLdKtkcc0DAGRU3AYkSxjAAp7OqpnNMlkCLk1lXV+Wby4QWY9ABmgZdkuUUFi6gD1rNl1VnzHbJ5re1Sw6VJcYku5Mg9EXjFXwlpZrjEUQH8TNipegM8l8V+LtQ0vUntLy1ki+XcjLyGFdF4Ov7iTwbJf3GQJXYxDPVT0pnxCtNN1/R3a2l8y9tiWRo13fUEivFJ/Eer20Cafb6hKtvDwsSNgA9alysNU+d2PfLFT26AVdrwfTfFviDSfm+3vKzDOyQbgK7rQ/iZbXYWHVIhBJ0MinIz7jrXO1rc7lHlVjtLtsDisW7kCgk1dlvYbmESwSpJG3RlOQaxr+ZfLbmiwzm9VuSzEKeO9VNOXdOPSotQm/e4FX9GgLSA44Jp09zHEStA9J8NxbLdD7V0tY2iRFbdCR2rZrsWx8/Ud5XQUUUUzMKSlpKBM1aKKKR6wZpppaQ0AYusQl4HwO1ee3AMc5JGCtepXcXmRnjtXAa1ZeXOzAcGs5/CXSlaQyzmLIOc1rW8hDda5yxl2MUP4VtwOMiuRqx6cXdGuGGKU8iq6PU6tQPQbsFWrWyDuskiq2DkbhTYUMsgXtWmqbFAHSri9dDnqNXsKec981C1uP8AlmzRn1U1NS1qmc9hI5LhFAZg+O+OalF7GGCNlT70wUjKGGGAIquYLFoSIw4YH6UjKT0qqsSgccU4BlOQ5P1p8wrEhEi/Sk87b1qMmc/8tBj6VFLHKw++KOYC6JFYcGgNjqa5+awvGyVnb6CoRHqsQ+WYsB2bmjmA6kOp6GlDCuVXUdSjb5olYD0qRfEMyNh4CPai4WOnpawofEdsxxKHQ+44rSgv7a4XMcyn8aq4rFykpitmnZp3EGKMUuKKLgR4pdtPoxRcBgWlxS/jRincBMUlLRTASlAzRQOtK6AMUYpScdKbvougCjNIZF71DJcIgJJAAouImJxTC1ZtxrdnB9+dB7Dms2XxBLPuWztZJPRjwKlyGdC8gA6isnUfENhpqM004JH8K8n8qxp7PW79P3t0tvH/AHU+9+dMt/DVrE4eQea/Ul+ealsaGjxFNq8n7i2mWPsW4Na1q96i/uo4Yf8AaPLVJBbxwDCIB9KmOKVy7FG8jvpUwNQlj94wBUcujW9xp3lSl5m++WkbJJq+y5pYiVGO1G4mNtbeGO2URIqoVwygdfrXinjjwWPD/iBtSijEmmTfvFA6o/XafbNe3R/u5GTPB5FNvbOC+tWt540kjbqrDNSy4OzPBfC8en6jfOt7KkcrDKhuhNWvFHhazhXz7dWjduBsPyua63Vvh/Z5ebTS1tOnT2PtXAa1q2o2GLO+RluEX5FYfLn+99aho678xlWHiO/0C+MVvJugT5HhflT6/jXYWXimy1aFzv8AKlUZaNj0PtXm8+6RyxOWY5PHU1FCCs/DY28k1NirHYLcm5unYHK7uK7DQUZ7hAOlcLpE8mp/Z3DwI9um0RDjeme59ea9B8OQFZYpS3yv+lXTWpw4x2ienacuLdfpV3FVLD/UD6VbrqPDYlFFBoEGaSiigDVzSV8w/wDDRvi//oG6H/34l/8AjtH/AA0b4v8A+gbof/fiX/47SPVsfTtFfMX/AA0Z4v8A+gdof/fiX/47R/w0Z4v/AOgdof8A34l/+O0CcWfTbAEYNc7rViJFYgV4N/w0Z4v/AOgdof8A34l/+O1FL+0J4smXDabon4QS/wDxykCi0z0aaNoJ/oav21yHxjg14lc/GHX7lyz2OlqT/dik/wDi6iT4ta8hytppv/ft/wD4usJ05N6HVTqqKsz6Fil9+atxsWIFfO6/GXxGv/Lppn4xSf8AxdTx/HDxLE4YWOkkj1ik/wDjlT7GVzZ142Ppmzi2Llupq2DxXzQP2g/Fg6afov8A35l/+OUv/DQviz/oH6L/AN+Zf/jlWqbRg6iPpaivmr/hoXxb/wBA7RP+/Mv/AMco/wCGhfFv/QO0T/vzL/8AHKfIyeZH0rS180/8NC+Lf+gdon/fmX/45R/w0L4t/wCgdon/AH5l/wDjlHIw5kfS26jdXzT/AMNC+Lf+gdon/fmX/wCOUf8ADQvi3/oHaJ/35l/+OU+RhzI+ls0Zr5p/4aF8W/8AQO0T/vzL/wDHK+gvDmozav4Y0nU7hUWa8s4biRYwQoZ0DEDJJxk+tJpoE0zU7U3j0pc03NIY0op6gVUms0di20Zq2TmkoGYtxp4Y5Aqk9lLC25QR9K6UqDUTxj8KdxGFHe39v9yZsehq7Dr9xGf3se4+1WZLVGHSqklgGNFwsX4vEluSBIrr68VbXW7NukoH1rnpdOYL8nX3qs1jJ3HFVcmx2aXtvIuVlQ+26pFmVuhH51wZtHU8Lg+opUt7oN8ryD/gRpXCx3vmD1pd/vXEhdQX7s8g/GlJ1Mj/AI+ZPzouFjs94pplUdxXnN5PqyS4NzMF9jSRC8lXJuJj6/NT5h2PRGuolGTIo9iaqvq1nGcNcIPxrilsJXPJds92YmrEel/KM4/Ki4WOhl8S2UeQsjP/ALoqnJ4kklJFvZSsOzHgVBBp0aAZA/KrscaxjCjilcVim13rV1gKqQg+2TTG0e4nfdd3kjf7KnArWU0uc0rhYpQ6RaQkHYGPq3NXURUGFUAewpMmjJobGkPJphA7ClooENozQabmgY480w/LTs01uRQA05JVs9KnL5AYGqu7HHrRG5wU9KRRW1GNmInRsFeo9a47xVo9lrmn7biLEyj5JR1U12szqWMLfxDg1ymqSbYpExypIrORvTl0PFr/AE2exuzbyISwOFYD71S6NoU+sa1b6Mj7Jp2+cn+Ff8iuovrm2Nwkl7CZEicNgHBNN02xtbfUZ9VDyAORKnlk52Z5GaSdzWb90veJvDNt4TurbT7WZJVZN54+YH3rW8LlnZQScDGK48XEuo3hu5S7CQkRl2JO3PvXo3haxCCPbz07VvFHk4mppqd7YjbAv0q3nioYl2IB6VJWlzymwzRmkoFMaFooopjPheiiikeuFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9k/D+S6f4e+H2u4Y4T9ghWMJLv3II12seBgkducepr42r7D+HdzFc+AtHSO7S4ktrO3ilVU2mImJGCn6BhzxnNTJaFR3OpzSUUVkaCUUE0ZoAKQjNLmjNADdtNKU+igRCV9qNgPapcUdKAKxt1JyRSrCqnpUpooATyl9KYUUdqkzTGNAFC8hVuSKW2tUMY4qW5GUp1n/AKv8aAHC2QdqXyFqakoAj2ADik21JiigBmKMU80mKAGUU7FGKACkJxS016YhO1JRSUDQuaax4pc00nigCvLmqpm8uVGbgN8jVZmYCsu9z5EmOcikxss3bs0DbeJouQPUVzetSAiOfjbKn61sPdDZaXLHO4bHrm9YIWymjxzFNlP901MlcqDszz/W5WzIBx82K0PDpNzoTQysF3MYgx7Z5pYoon1pXuLVbq2zl4yetb1lo63FxL9mgMVq5yidce9KEHcdavGKM/RtKLXKRleEAAFeraJYi3hU7eazNG0MW4VsZPqa6yCLylArpPFr1ObUlA4ooooOcSgUUCmhoWiiimM+F6KKKR64UUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX178MtFt9F8Baa0Ms80l/bwXk7zMCdzQoAi4/hAUADtivkKvs7wT/AMiF4c/7Bdt/6KWpk7IqKubtFFFZGghpKU0lABRRRQIKKKKAEoooNADTSUZoJoGFRvUlROeaAIZxlabZHIYehqVxlahtBh3+tAFvNFFFAhueadTcUZ4oGOopmaKAHnpSYptFADqY3NLmm5phYbmiijNAWGk0wtxTjUbfdoCxUuJOaoPKpOD3qa6JAOKypHw1AFWa5EVvPbZ5XJWsW8ujcpKD95ohn6irOuN5ckc6/ePB96zYxvnY+q0iW7FjQ9M891+X0zXpGnaYkUQwoHFYvhqxRYkfjNdnEoVK0ijy61S7sMjiWNcACpOaMc0ZqznDiikopWFYKBRQKaGhaKKKYz//2Q==", "path": "003650.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003651
Men Tshirts
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", "path": "003651.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003652
Men Tshirts
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", "path": "003652.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003653
Men Tshirts
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", "path": "003653.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003654
Men Tshirts
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", "path": "003654.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003655
Men Tshirts
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", "path": "003655.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003656
Men Tshirts
{ "bytes": 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", "path": "003656.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003657
Men Tshirts
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", "path": "003657.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003658
Men Tshirts
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bUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+ZTSjg0poAQ9aKQctT6ADoKbSk1i+INRudH0/wDtOGA3FvbNvu4kGXMP8TJ6lfvY7gHvigDZpKpNqUcmj/2jYL9tiaHzoRAwzMuMjafcdKNL1KDV9KtNRtSxguollj3jBwRnkdj7UAXaRuKdTW5oAavSkyd1OUYFIR81ADu1MPJp9M/joAay4OaSpSMrUeKYBwaQikPFKGyKAEKUwpmpDwKXgigCsVxxUZTPFWyuajC/NzTuA2xuhHcCzY/eBZP8K1q5JpSL/wC0g4EcwUH8ea60VMkAUUUVIBSE4GTS1FKc4XPuaAI5szKUBIU+nesaXw3aXEpeZWkyejuWH5dK3FGM0mT2qk7BcqCxt4oivlgjGMGuejgNu8tmoPlKxMf+ynHH4GupZNw55FVns1LFu+MD2qkxpmZHG8mMcelX4rd1xkirMdsqqMCpgmPShyENQ4AB/OpgaZtpdvpUsBskEUwIkjVs+oqI6fbH/lnj6GrGSKNx9qlxT3GpNbMhWyt15ES/jUGpkQ6dKUUZOAFHGTmrhY1heILqRbN2jx8mRk+vQfrTjG2w7tvU8p+LtwsF/BDvD3IXr6dse3SvHLiQxShHOXGQB7nqTXoPxClL+Jp4ppGknVRknsa4UWYSaSRxwrZJ9qh7m3RIp+UYxuIODxVRmAfLdM8it+4MZsvkj/dZysrDBJxyB7VimEMNzkgnoKZLLEKxwusitlSMkHtUkZ2QRTQg/LKQy/Tn+VVOoACkY9K0ra2lspUnniaa3HzSKh+6OnP6UAeofDzw9Hqty2rSRAK7eXDHjhQf/rZNe8xRCIAKMDpXlvwnmj/slBnIXhQfT1r1QMGA5FX0InvYlHPFJ2oU00nikQRTDKms9Jja3IkHKnhh7Vfkbis6ZcmrQG2rB0DKcgjINPrK0y4IJgc+6f4Vq1m1ZgFFFFABRRRQAUUUUANc4U1Ub79WJDlselV3+9VIB6dCPxpwOG+tMU4YHsaVv1HSgB/egnrTQ3Q07jP1oAFHFKTQTim8k8UAYPjfUJdL8D61fQCYywWjshhcoynHDAjpjr+FfNnh74w+K9G1j7ZdX8mpwMux7a7clSPVf7p9/wA81qfGe917S/GNzpsmt30umXUQnitzMQqq2QUIHUAgjntXktID0Xw18Vdc0H7PEgieyivTciFVxsRid8S9gpzwOxAx3r6k0T7G+kW8+nPusrgG4hI6bXO4Y9ua+Fq9w8D6pe3XhKxks5ZhqOnwTGBlkPz/AGeVHMZXoQYp2GP9kelCA+iGoApsTrOiyIco4DKfY8ipcYoAZimEfMKlIphGSPrTAT1NZ91rGm2dtLdT39rHBEpeRzMuFUdT1rybU/j/AGlle6vp7aLOWtzJDbSCYHzHBK/OMDaO/Ga+eJJnkkZ2Y5YknHFK4H03c/H3wlbajJbJFqFxAoGLmKMbWPfgkH8cVav/AIx+H/7YsbLTb+3miuIy89zKSsduOD8xPU7d3yjnOBXypU8cTzSrHGpd3IVVHJJPQUXA+3IdVtrme0S2EsqXUBuElRCUVOMFj2znj1wasg7G56VzPg5PEdolpp+qLE1nBpkOZBGAfPJOUXH8KoFBzzmuokHeqQDyMrmo1bBIp0LcFT2qGI5Rv7wJoAnQ5JqO7fyLZ5fQU+EZYntVbWDmKKAdZH5+go6gY1wDBYQZ++7bz/OuwU5UH2rj9XfdciJekabePWuwT7o+lEgHUUUVABVMSb5C1WJm2xMfaqCHBqooC8pyDSZqOJsn61JigAJo60tGcUAJg0uDSZqne6pYaaEN9e29sJCQhmkCBiOuM0AXaK4y+8SQaTd22vw30V34avXFvdTRSB0tpc7VlBH8JPyt6HB9a1L3VriLVbI2jQzWTXP2S9THzxOy5jYEdiSuc9mBFJgb9FA5xRQA1qwNTPmssB5UHzX+g6fr/Wt6RgqFj2rC1PFnZXFxN0wZHY/w4HT6dqpFRPnPxfK1z4mum3Et5m1SR1wMfzqk8bXOoxWSQs56mNe5A7n071Nrh3azM6AhWkMm49cNzj9KdbWF+ivrIEiFRvkI/hjY4H4Vn1N2ZmqI32lopJFbyjj5R8oPoPYU2SzSGzKSxkzuRtx1ApbtQutMv3oTNnOc8EcV1trpkv8AoUxiDYb7OwPUMCGz9OlFriOWuvDj2kdizMc3DAt/sjOB/I10emWrQPOZT5lusTp8w4IxzzXU+LdKCWkLxYZIo1VyBzwcg4/3s/8AfXtVO0019VtoxHGYrXO9scs3r9B2GepptWY1qjZ+GCGNFjUHaU3H2OQB+ea9jiA2A1x+gaEmmWaXCKPtLYZ1HTb2UfQV1kblkHpVJWRjUab0Js7c/Sot+VzSu3yH6VFGcxH2ppEEi/MKryxcE1ZiHyClZckii4GSQySB0OGU5BrdikEsSuOjDNZssB2k45NS6dMoL2pJ8xRvwfQ0S7gaNFFFQAUUUUAFITgZpaQjIxQBCRkmmOPmqbYR70xqoCIDkoe/Sl5YYP3hTiAwFBUkAj7woAgYkZH5UGYMgz64qUgOOetUrwNDG0qgHbyQfamBdU8etc34/sbzUPAmrQ6dcXFvdrCZYmgcqzFPm25HOCBiugglMsSPtK7lDFW6jPauW+JuqaxongO+1DQ5DHdwFGaQIGKR5wxAPHApMD5M1jWtT1y4iuNTu5bmaKJYVeQ5OwdBnv1rLqeaZ7ieSaVt0kjFmOOpJyagqQCvePgFYf2hBNOJAp029MjKRnes0DIR+aqfwrwevoD9ms/6L4lH+3bfyloA97QAYAGAB0pxpi9adTYCGuP+JniS98K+B7zVtNCfakaONGcbgm5gM4712FeZfF7U0T4aa2t1biPdOltArOCXO4HdgdOMkA84Ge9AHy/qWo3Oq6lcX95IJLi4cySMFC5Y9TgcVRoPWikAV6D8IfDLeJPHlo0ibrTT/wDS589DtPyr+LY/WvPq+m/2fdGWy8FXWqsv77ULogN/0zj+UD/vovQB6x1P86ZIMinE8mmE8VYESvseogdl2y5wGxTpT+pqC4bEgbuKYGnAOKzbyVTqZdj8kEeT9aviYR2xlJ427q5u5lLhhnljuc/yFCAjt1a81FM9XkBP5129ctpUIS9tw33nJb8AK6mpkAUUUVIFe75jCjuarKhq3MAxX2qMADFWnoA1AQQalzUUsyxKSacDkA+tIB+TS5poNKKAIprmG2geeeRIoY1LvI7AKqjqST0FeA/HLxpo2vaVp+n6LrFveeXcNJcRQ5Yfdwp3Yxx83Q969h8S+L9B8LvZwa5di3W+Zo490ZZSBjduI4A5H518f+IEs4/EOpJp5U2a3UogK9Nm47ce2KTAhj1W/i0ubTEuplsZnWSS33nYzDocetejfBzxpc6b40jsb65kmstQQQt5rF9joCYyM+n3fofYV5TWho119g1uxu848i4jkz9GBpAfaula3p+tiVrC48wwkCVGQoyZGRkEA4IOQehrVrhfAVhIsj6gD0ik0+dT1zDO5jPv8shH4Cu6pgROS8oUdF5P17VjeI4d9vCsgZrUOWmVRnOB8uf9ndgmtonY+T0J61V1W4S10q7uZMbYYXc59gaY1ufOj6UmueML2GE5hkmckp/cHcVqf8Jp4c0TSIdI1eK8N35Q3tFArqVIxjJYHt0xXDa1quo6Hd2t5Yah9muGLNIkLjcp4I3D0Oehrkr+/udTvpby6k8yeVtzNjH5AdKlM0nK2hdv9WBu5kslxbbiqGQfMy5+Un0OMVbi8Y6pFbxQiQgIyncDyADxj09K5inqpdgqgkngAd6COZn0f4X8XL4lh0sQxwxyyyMtxG37xkjVT39Txz9a39G0FI5mmt2aP96xcA5UqD8gx+tVfCHw20/w/Bo98rytqMNs5kiHR5JQuSfoAR6c+1d1p+nNZWyxNySxd+c8mr33K5rImtEdRh1H/AaurhfoaFUBaRwOtBmNmYFDUcf3SPUZpkj54pI2wo9uKdgLcf3aeopkYwozUhZUUszAKBkkngVICSbVQsxCqBkkngCuLtNfjk8WCZG/0Zv3APqOx/Oo/FHiE3aNZ2bYgPDv/wA9Pb6Vy0ZKEHPSuedXWyOynQ91uXU9oFLWZot+NR0yG4z85G1/94da0q2ORqzsLRRRQIKKKKAK9xIILaWU9EQt+QrhdNubq1+aC5kUE5KE7lJPsf6V1mvy+Tol0c4LLs/M4/rXIWv3RXPWk01Y68PBOLbOmtdcjbC3Uflt/fXlf8RWvG6SKHjZWU91Oa409MipYJ5Lf5onZD/smiFd/aCeHW8TrW9aq3LfuiPXisldeuI1HmIko/75P+H6Vla74qjj0u5VbaUTOhRMMCAzcA5/Gt41IvqYOlNdDotJu3utPjnkTazFunQgEgH8QAfxpNRvLEuNLujuku7eVhFsJDRqMOT2A+YDnuRT9MkV9NtcLtIiUEehxVLX7fVbi2il0ZoTMrlJopzhZYWGGAYfdYcMD6jBq2ZnxddKiXUqR/cV2C/TPFV62fEei3vh3XLzS7+Jo54JCCD/ABA8hge4Iwap3lnc6fOILyCSCUor7ZFwdrDIOPcEGpApV77+zY+B4kT1+zH/ANGf414FXs/7O2pR2/ifVNPdgGurUOgPco3I/JifwoQH0iDzTwahqRTVALXnfxG+HUPibQ9VmsXnGpzeXOkRkJikkjXaPlPAYr8ufpXfi2h+1G6Ea+eU8vzO+3OcVIwyMetID4vn8J39jpus3OowvA2mTR28kapvPmvyAxBwq4B59SAOtctXvM8kl9pvxfEsam1E4dXJ53qxwP8Ax0V4MetIAr63+Cs8E3wr0lYWBMTTJIoP3W8xjg/gQfxFfJFeo/BLxTcaJ41g0ppCbHUz5TRk8CXHyMPfPH0NAH08xwxqNn5xT3PzGoG5qwGyOCcGqk7bgrelLMxWTBNVZJwMZ6YqgJ9QvB9nhgQ8kZIqpBGG+eQ4ReTVUSNNLheSep9KmkZnUQx/cH3j60AWtMuPO12JzwDkKPwrrK4bT5DHqcDr0Dgf0ruaiW4BRRRUgRyDOKrSvsBPWk1K7Fjp01yU3+WM7c4zzWNLrdncQhknRc/wucEVUWr2Hytq5JNMZZMZ4rTgfci/SsCKZZPnRlceoOa1LCXKlSelW1oI0xSimqeKdUAeWfHSLSLnwWsF7fwW1/FL9oso35aYqMMoA55DfTIFfLVfTvx98L/2p4Si1yJsT6W/zr/ficgH8QcH6Zr5ipMApR1pKUdaQH3LoEcS6FZSJGqmeCOV9oxuZkGSfc1qVm+Hm3eGdKPrZw/+gCtPIpgQzMyRlgpbAzgd65TxJqtpf2EWk28pka9lVJUQfNHGDl8+nAx+NdiRXPeJV+zrZX0Om3F48N0u6O1xuwwK7iP4gM5x+PamNOx8d+J7Z7PxRqlvIQWjupAcf7xrJrT1yS4l1/UJLtStw1zIZFI5DbjkVnEFSQQQRwQakQ2u/wDhB4bHiP4gWkc6brWyH2uYHoQpG0fixWuAr6D/AGbrJBZ6/flQXaSGEH0ADMf5j8qAPddoGSAMnqaQjNPNNJqgENV5XwKkdgBVGeX600gIpJSA2PSi3kLyEN7Gq0ytMjoCVDKRkHnNW7i1/s+zFy8jMEUeYcfrxVN2AvNPHDA0srhY1GWY9q4vWdbn1ImOLdHbDovdvc/4Umo6ydRcRJlbZDwP759TVY7SucVw1q13yxO+hQt70tzMkU7cnrVST5TWnKuQRiqMicYrnTOqx0/gfUvLuZLKRvllG5P94df0rva8Ztrl7C9injOGjYMPwr16zuo72ziuYjlJVDCuylK6sefiYcsr9y1RRRWpzBRRRQBzni+TZo6pz88yg/qf6VzkBAUCug8Y5+wW2OnnjP8A3ya5qI9K46/xnoYZfuzRByBTh0z3qKM5UU8/d61mi2iCcgDise4tzeXtpCP4rhc/QZP9BWrM3BpmkxeZ4gshjjMjfko/xrWkryRM9IM67ZJbWbNBF5siplI923cccDJ6fWrcZJRSylWIBK5zg+lOK4bFKBXaeceV/HDQLCbwm2vG1j+3Ws9upuMfMIt5G36Zf+VeT/GbRI9N8dvd2zFrXU4VvIyWz14IHtkcfWvfvinafbPhh4gixnbbeb/3wwb+leNfGSOxHh/wU9oyD/iXgLGGyQhVCPfGSaTA8erX8O65d+HNes9XsmxPayBwD0Yd1PsRkfjWRRSA+4fDevWfifQLPWLInyblN20nlGHDKfcHIrVzivnT4O/EXSfCmg6pYa5etDCJlmtlEbOW3AhgAOn3QfxrtLr9oHwjFxBb6lP7iFU/madwPWVNKTjBrxu3/aH8NvIVl0rU4kAyG+Rsn0xmq15+0dpKhhZ6FeSnsZZVQfpk0AcX4lvdRtbP4iWFpGfIbWoftjjqsZaTH4FlUfiB3ryeu3n+IM0lz4rlTTrcJ4iAEqO5bycEnK+pyc81xFIArZ8J3BtfF+jTqcFL2E/+PisatbwxCZ/FWkRL1a8hH/j4oA+1pzh3+pqsJBuxnrVi7OGb6msqSXYwbuOa0QCX0u2Y+wxWVNMpJBPA6029vkWZUaRfOlJ2IWAJ+lPtYg7qXC8c4pgTW0bMvA25/SpbhfKi2qMdq0I0wowOB6VzniHW7bS8oxElweREDz+PoKTaSuxpNuyNXTrZ57uNYhjawYn0Arsa5XwNfvqOhm4lCiQzurbenGMfzrqe1Q5XBqzsLRRRSEYXimTy9Dm/2yq/rXncg8xNp5rufGkuzTIk/vy/yFcOoyua5qz947sMvcM9Y5raYyW8rxN/sNit/R/Etxb3cUd6weJjtaQjDD/GsyZBg1REjx3Ebx/fVgV+oPFTCpJPRmk6cZLU9khnSQfKamFQW+WgQuoV8DcB0B71MZFQAuyqCQoycZJ6D613M808u+LGpfZ/CHiWwuNQDXE8FvLbWZQLiISIrsp/iO7cT6DHbmvlqvufVND0vW7cwalYW90hR0BkjBZQww209VyPSvnKX4Ty6V8QP7Gn238UlpcXdpCrlDMEzsRm7EnGcf1qWB5LQKeylWKsCCDgg9qZSA+3vBsy3XgnQ5lIIexhOf8AgIrbxXlPwL8Wwaz4UXQ5XH27S8qEJ5aEn5WH0ztP4etesdaYEEzTLA5gRHlA+VXbaCfc4OKmByvzAZxyKXFGKAPG/H3hjQrf4m+E7xoFiudVvpPtDFuHKogU4PGdxH1Jr5/8RWUmneJNTs5pXlkhupEaR/vPhj8x9z1r6P8AiU9vF8S/AEl2yi2innkYt0BUIQfzAr5x8S6kmseJdT1KMER3VzJKgPXaWOM/hikBj16/8CvGUOha9Nol7hYNUdfKlP8ABMMgA+zZx9QK8gqxbzPbXMVxGcPE4dT6EHI/lQB9459aazHsKgsbg3WnW1wTzLCkn5qD/WpJCQODVICGaV1H3aoSzMx6VbaN5Or4FVZ5EQeXH+LVaAjhUyXMa+rAV0DKGUqwBBGCD3rI0uPfdFz0Rf1NbVRLcDzfxDpB0m+EkIP2aU5T/ZPcVUhbeteh6pp8epWEts+MsMqf7rdjXmyq9rcSQSrteNirA1xVoWd0ehh6vMrPcmkGPeqjqME96tuwYVVlJVjXOdaM64XjjrXdeAtT8+zlsJG+eI70/wB09f1/nXDzsewqxoOonTNYt7jOEDbXH+yeDW1GVpGGIhzQPZKKapDKCDkHkGnV2nlhRRRQBzXjP/kGW/8A13H/AKC1ctC2ea6jxp/yCYP+u4/9BauWthlQK46/xnoYX4DRi5WpG6U2IfLT3HBrNGkilKPlzVzw9Hu1yFsfcikP54FVJfStLwwudVnb+5bqPxLGtqK94yrP3GdS33xRQ/GDS12HAZPim2+2+EdZtcZ86xmTH1Q18m+LL3U/7P8AD9pd3PmW40qJ4I8DCKWb9eOtfYlwgktZkIyGjYfmDXyh8QdLaDwp4K1Hy8CTTTbO3q0bn+hpMDzyiiikAUV0fhPw+niTWWsZJruHETSBrSya6ckY42KQQOevau90n4OSyQZ1DTdeuJCTgQLBaoB2y0zbv/HaAPH6MV9F2fwUtWQZ8O2yD1vdZldv++YowP8Ax6tW0+CttDKJFfS7Nh0+zWksjD/gUsrD9KdgPmy30+8uXdILWeRkjMrBIySqDqx9APWqVfQPiL4f2Wl+ONFspdT1G5i1q0u7eR5JRGN6R7kUCML8uSvy8g14AwKsQQQRwQaQDa2/CEy2/jLRZX+6t7ET/wB9CsSuq+HNrBe/ETQLe5UNC94m4Hvg5A/MCgD7Avx1Pua5rUr1La2mnfJWNS5A7gDNdFqhP2N2B5xmuH1U/arO6jHTymA9zg1a2Glc84uNRuNVujeXB/eMeAOiDsBXRaTqupRgBbyXHbJ3fzrlrVf32z3rqLCLCiuOUmnozvjFNWZsT6rqMkJDXk3T+Ftv8q5S4/1hJ5J6k966OVcRnntXPXK4Oaz5m3qaOKWyPUfhiT/wjs/P/Ly38hXbVxfw3i2+GCxGC9w5z6jAFdpXXHZHnVPiYUUUVRByPjo4tLT/AK6H+VcbGeMV1Pj+UgWUQ/2m/kK5GNxt5rkrfEehh/4Y24bA61nBj5wI6g5q5ct8pqnbqZLlUHJJwKmO5rLY9nspPOtYpOPnQNx7ippIYp1VZokkCsGUOucEdD9arWcBs4IrZjkxoq59eKuqa9BnlDxXnPjGC5h+K3ga8tXRXla5t5N+cFNm4jjvjOPfFeig15z8UpJNOufCGrxbi1rrUSEKOSrjawH1ANSwPnP4gWC6b8QNftUXai3sjKB2DHcB+Rrl63/F2sjX/E9/qjQzxPcTszJNIHK9gOAOgAH4VgUgOj8HeIZvC/irTtXgYgQygSqD9+M8Mp+oz+lfafnR+SJd6iMgEOTgEdjmvgmtCfVtRuMfaL65lwABvmY4A7daAPtyTW9KiOJNTsk/3rhB/WibW9KgQPNqVnGpGQz3CAEfnXwoSScnk+9KWJxk5xwM0AfRPxS8UeHrzxX4KuYtXsrmGx1Am8Eb79kTNHknHbCtXhGux2EOuX0elzedYLO4t5MEZjz8vXnpWXRQAUo60lKKAPuHw8SvhnSg33hZw5/74FXJH9KpaY4GkWIB4+zRY/74FTs471okA2WQhSB371RbrirDndkmqxpgaukpiKR/U4/z+dadVNPTZZx+p+Y/jVus3uAlcX4y0zY6anCvXCS4/Q/0/Ku0qtd20d5aS28oykilTUSjzKxdObhJM8vjfctRzc9KW5gksb6W0l+9GxX6+9NJ3VwSVnZnrxd1dFCYnOaqE4Jq7cr6Vnn7xpRZUloeteEdT/tLQotzZlg/dP8Ah0P5V0NeW+BdTNlrf2ZziK6Gz6MPu/1H416lXfTlzRueRWhyTaFoooqzI5jxscaVD/13H/oLVzNkCQK6Txs2dPtk9Zs/kp/xrCsY8RiuSv8AEehhv4ZaHyjBod8jrSyDC1TklweTWSNWrjn963PDFuYzcTHOZQhGf7uDiuet431C8itIT80hwSOw7n8q7i0gW3up0QYRQiKPYLXVQXU5cRKy5SzIPloXoKH5FNQ8V0HIOGCQD34r50+J0YX4Q+GAfvRX9zH9MPIP6V9GL94fUV85fFKQf8K302H/AJ5a5ep/4+5/rSYHitFFFID1/wDZ2i3eO9Ql7Jprj85I/wDCvpQ9a+af2eJnTx5exA/K+nOSPcSR4/ma+lu9NASLTqaKdTA8z+MoksdM0HxFCDv0jVYpWP8AsNwf1Cj8a+a/FFsln4p1WCP/AFS3Unl+6FiVP5EV9dfEDSP7d8Aa3p6pvke1Z419XT5l/VRXy/c2kWt+Hda1xTvmtksd5x90kMjD/wAdWkwOMrV8P6i2j+ItO1EHaba5jlz7BgT+lZVA60gPua9kS4sDJGcxyJuU+oIyP0riduVZfUEVY+HOtf298NdLuHfdNDEbaXJ53J8uT9Rim7cTOvoTVoaPL4k26k6+hrrLAfKDXNTjy9buB6SEfrXSWJwgrimtT0IFyYfIa529XFdJJymKwL9M9PSs1uaN3R614GiEXhCw4wWDMffLGuk71z3gpg3hDTiDn92R/wCPGuh712rY8yXxMWiiimSebeOpi2tLHk4jhX8ySa5sMdvFbPistN4huxg8Mqj6BRWM8EiAnkfhXDVfvHq0FaCK1w/FWfDUX2rxBZxdQZVz9Acn+VZ1y7BSWFbnw9KSeJ4i/UKxX64//XVUtWTW0iz1e6XaVkH0NCNmp5UDxMp7iqMDnYN3UcV3LVHmFsc1x3xFg87TdEcjIh16wc/9/Qv/ALNXYo4YVzvjxAfDG/HMV9ZSD8LmL+maTA+RfFlg+l+LtYsXBJgvZUz6jecH8RisOvQ/jVbJb/FLVSgx5gikIHqUGf5V55SAK6SHwZrE1lY3fl20dregtFNLeRIoAzy2W+XoeuK5uvsP4a6Fptt4E0KcadZrcvaI7yiBA7E85LYyTQB892XwvmuiM6/p0pPRbCKe8b/yHGR+tbMfwTvZceS2rzk+mmrCv5yyqf0r6i6cZNFOwHzJr/wo1PRfDFxqf9l20aWaiaaS4vC0jqDyAijaM9+a4bxtpjaT4ouIClqqyJFOgtYzHFtdFYbVJJA59a+vvE+nf2t4V1fTh1ubOWIfUqcV8k+MpjqFj4c1Ns75NMW3kz/fhYx/yC0AcjU9vEZriOIEAuwUE+5xUFSo7RyK6nDKQR9RSA+2tPtjZaZaWu7d5EKR7j3woGamIzVfRL6PVdB07UI/mS5to5AfXKjP65q9tB74+ta3AqyDCVWPJq5c7QQN2aqoMygf7QoA6GIbYUHooqSkHAxS1kAUUUUAcH47sPLmg1FBw37uQ+/Y/ln8q5eJ89DXpniSCO48PXqyYwsRcE9iORXlNsWLjriuPERs7npYSd427E9xyCKzXX5jxWxJFlCfQZ6VmyKN9c6Z19BkEr280c6HDRuGBHqDmvb4JRLBHKOjqGH4jNeHuPlPFe1aaCNMtQeoiQH/AL5FdmHejPPxi2ZdoooroOI5fxlGWtrV+wmx+Y/+tWVaKAorb8Xsq6ZCT189cfkaxbVgUFclb4zuoP8Adkk/3DWJeZxgdSa2ZuQfSse8G1sj1rOxsmXvCOY/EIVud0D4/MV3RUC4cjuAa4bRGCeIbN+gbch/FTXdk/6QR/siuuj8JxYj4wbpUSnBqbtUJHNbGA8H5h9RXzJ8UZyfC8MHp4i1H9Cv/wAVX00vUfWvnPxNp9rqtn4k+17iumSajeRKrY/ePPGik/keKTA8XooopAe9/s6aUoXXNXZQW/d2sben8Tf+y/lXvK8kV4/+zxz4K1MDr/aP/tJK9hTrVdAHilo70HpzQA04IIYZB4I9a+dh4Um0mP4meGxEQhtEv7QgfejVy4x+Ax+Br6JqKWGKVXWSNWDrsbI6qe30oA+DaK9k034cQ/avHHhm5tQ13ZQi70+4K/PtBJXB7hhgEev0rxwjBweDUge6/s/6szafrmkOflRkuYx9QVb+S16HIMXb+/NeP/COYeHvGMMN46iPWdPzbSA8FtwIXPrlWX617JOP34PtVrYaPNdVUJrtwQOsh/nWzYyDYPp3rH1zK+IrxB08zP5gGrVpNsQZrjnud8NkbhkwtZtzGWzgVZti1wTgcVcls1WLpzWTNUdr8PLjzvCsMfeCR4z+ef611tedfDm7EN7qGnN/EBMn8j/SvRa64O8UedVVpsKKKKszPMfESk+Krv8A3l/9BFAhVosEA1N4lQx+KJj/AHgrfpj+lLDgpXm1vjZ69H+GjIu7CIofkAqhpDf2VrttcqcKkgLfTv8ApXQ3CAqcVhzxfOSKdJ2Y6iUlY9mJ+QkelZwBJIxj1pmi3RutCtZs/MYgCfccf0q5tDruFenFnkNWdiMKycjkVheOJR/wheouePLVJP8AvmRW/pXQoeMGuc+Iaj/hXniBh1WxkYfgM0MR86fHIg/FTUcf884f/QBXnFd58Yp/P+KOrsDkDyQP+/SH+tcHUgFfanw5uPtXw68PylQubKMY+gx/Svi9Iy8iovViAPxr7l8P6WmieHtO0yNQFtbdIuPUAZ/XNAGjRRSYqgF479O9fKWveHDceL5vC+4GSPVrgQqOqxunmDA9M19Wdq8e8Z6ONJ+N3hPxJs/0a+lFrKewl2lV/MMPyNID5norW8Q6e2keI9T04gj7LdSRD6KxA/SsmkB9S/A/Wv7U+HcVqzFpdOmaA5PO0/Mv4YOPwr0V6+ev2e9XNr4o1HSWP7u8tvNUf7cZ/wAGb8q+h2Ze4q4gUZeXotl3XUQ/2hSyEbjjrT7AZvY/xNU9gN2iiisgEoorL1rVU0jT3nbBkPyxr/eahuw0m3ZGB4w1Uf8AIMgbLNgzEdh2X+tc7a2oAHFQxGS5uGmlYs7ncSe5rWjUBa8+tPmZ61Cn7ONivcIDEQaw7lQvSt26bAOa565LTTiNAWZjgAd6yirs2k7K5a0LS5NY1eGDB8pTvkb0Udf8K9hACqAOgrC8MaGNH08BwPtEuGlPp6L+Fb3avRpw5UeRXqc8vIdRRRWhicr43yNOtiDwLgZH/ATWNYSZjHNb/jSLzNCL4/1cqt/T+tcrpkvygd65a3xHdh9YWNOU8Vm3a7ga0JGytUphwax6m6WgmkyZ1XTx384A138hxd49VrzzS8LrdnnoJ1/nXfyv/po/KuyhscWI+Is1Ew5qQHNIwJrY5xi9R9a+cLt3kj+KwY5WEKqcdN1xuP619IYxz6V4bqGhS2ulfFiZ0YB5VCMR94DEnH50mB8+0UUUgPor9nOYt4f1qHP3bpH/ADTH9K9sUc14b+zeP+JZr57ebF/Jq9wBwTzVASijtTQeKWgBO9NanHrTTQBRbTrVtVTUvKC3iRGHzRwWjJztPqM8j0NfMfxi8Hr4Z8YNc2sPl6bqIM0IUYVH/jT8+fo3tX1MayfEPh3S/EmmGw1a1W4g3b1zwUb+8D2PNFgPmaw0TUdT8B2WradIZ30a63/IPmiRmBI/4Cw3/STPY173Od0gJxn26VY0Hwrp3hHRn0/TQ3lud0jP/G2MZI7cAVA6jzAAAAOAB2ppAec65g+Kbv8A3h/6CKt26Iycj86o6xz4gvHB5EpH5YFW7dt64HWuSe7PQhokbGnbcNgfStOUAx4x2rN05Nigdc9a034iNZstXbK3hmb7J40tT2m3RH8Rx/KvXK8VgmNt4j06YH7tynT3OP617T2rei7xOTEq0haKKK1Oc4XxnD5Wq2lyBxJGUP1B/wDr1RgPyCuj8Z2pm0Tz1HzW7h/w6H+dcvZSZQc1w142nc9PDSvTt2Jpl4rMni5Naz/MDiqM6/Kazjuay2Om8IXW7Rnt8/NFKR+B5H9a6GE4yv41zvhOADSZXUfO0xz+AFbn7xCG7V6cPhR5VT42WyoJrm/iAP8Ai3fiL/sHzf8AoJro1bIBFc78QT/xbvxF/wBg+b/0E0yD5s+JWnwA2uub3a61K5uAwJ+UJFsjXHvkNXnlegeNpJJfAPgaaU5klgvZWPqWuCc/rXn9SBd0jH9tWG7p9ojz/wB9Cvu/1+tfBdo5S8gcdVkUj86+8UcMgYdG5H40AOIpDRuoyKYCYqCa3hn2edDHJscOm9QdrDoRnoR61Y4opgeFeMfA9lL8bNPfULXzdL1+N0bqNswQg4I6HhWH414fr2lSaHrmoaXKcvaXDwk467TgH8RzX2nqWmWupJB9piDNbyrPC/8AFG69GB7HqPoTXiHx98Hqv2fxXZRAbyIL7aO/8Dn/ANB/75pWA4j4WzjQPHGg6vdsq2N3JLa+bnhHK7cH05ZD9DX1Qz4GCv518peF/D974o8GavZae/nXNnIt7Hbj7wKjadvrvUn8YgO4r6d0OeSfw3pks7bpns4TI3q2wZ/HOaqIE0xGeBiptNGbzj+6aZImI2c8elTaWp8927BcU3sBrUUUVmBE7KiF2ICqMknsK8y13VH1rVSyE/Z4/liHt6/jW/4y1vyo/wCzbdv3jjMpB6DsPxrlbKHkGuevO3uo7cLS+2y9aQ7V6Vbc4Xj0pqfKnpUM8u1TmuJneijqE+2M5P61reB9H+0XDapcLlIzthB7t3P4Vg2tpNrWsR2cOcM2Wbsq9zXrNnaRWNpFbQrtjjUKBXVh6f2mceLq2XIizRRRXWeeFFFFAGXrtv8AatFvIgMnyyw+o5H8q87sXxz2r1SRd8bL6givKrZNkjxHgoxH5HFc9dbM7MK90a4OV61BL3p8fCYpknQ1zHWij5rW8yzIPmjO4fUc12unXRvLC2uz1kQSH8eTXEzL19wRXT+E5RLoFmM52ps/KuvDvc5MStmdQhyoNKTg1FAfkx6VKRkV0HGGKxPF9n9u8Ga5agZaWwnVR77Dj9cVsqe1OZFkRkcAqwIIPcGgD5B8QeHbHTfh34U1iGFkvdQ8/wC0NuJDgOQvHY4HauGr2b4qaRJo3wy8JWUgIa0nuIDn2ZsfyrjPhppFrrXiae1u41kUafcuisP4xGdp/A8/hUges/s6QlfDGsz4+9eKn5ID/WvZd3zV5f8AAWza2+HLTkY+1Xskg/4CAn/stel5O41SAsg5p2aiU8VIDQAppppaQmgCM0xjgU81GeTTQFC+Oy2c96wgN0g9ua2dRO6IqPUVlYEayMT91aAPKdQkL6vcvnrMx/U1dtDkgZxVHUYzDfyqeoY5q3YnLKK4pbnox2OmsR8gq7J9yqtiAFFWZjhTWbNEc9qD+Xcxyc/JIrcexBr3FG3Rq3qAa8I1Ql5VQdWbAH1r3aIYhQHso/lW9DZnLi90S0UUVuchWurdLm1lgkHySKVP415pbxva3EttLw8TlD+Br1PtXB+K7T7Hq0d6oxHcrhvZx/8AW/kawrxvG/Y6sJO0uXuRLgrVO5XANWoDvQGo5IXlcIoyzHAHqa5UdrN/whu/s6UMCFMpKn145roMckVUsrZdPs4LcchFwx9T3/Wr2ARXpRVopHlTlzSbREnyvt7HpWV4wspdQ8F65ZwIXmmsJkjUDlmKHA/PFa7Kce46VIh3L702SfLXxO0mbTPAfgKKeNo5I7KQOjDBVm2uQR2PNeVV9VfGHSU1OfwgJYhJEdZSKQMMgq3UH2O3FfPfjuxttN8c65ZWcKw20N5Ikca9EXPAHtUgc9D/AK+P/eH86+8LYYtoQeoRf5CvhewheW+tUVT+8mVFOOpyK+7BxwB04FNAGKTBpQaWmA3JFJvpxpDzQA0kEVXvLG01GymsryCOe2mXZJFIMqw9CKsFc0m0igDm/DngzRfCJum0m3aJrlsyFmzxnhQAAMDJx3561vtIiDoB+FLMp2Zqoys/fAppARXExlOOwq3pI+ab8KpumGxV3Sz/AK4ehFOWwGlWXrWqxaRpsly+C3SNf7zdqvySJFG0kjBUUZZj0AryjxHrj65qmIyRaxHbGvr7/jWM5cquaUqfPKxWSSW+upLiZi7uxZifWtmGJUQe9U7G3CqCRV5mxz6VwSd2erFW0Fkk2jFZN7cFsRpksTgAdzT726CggHmuj8KeHWUpqd8n7w8wxsPuj+8ff0op03Niq1VTjc1PCuhf2TZebMv+lzAGT/ZHZa6Silr0EklZHkSk5O7CiiimIKKKKAE7V5hqMZtvEF5H2EpI/Hn+ten15/4utzBr8dwB8s0YP4jisayvE6MM7TsRR8/SmyDBxS253Rj2FLIuRXId63KMw6VpfD+fzdHK5+5PIv8A48azrjgLx3qb4bNm1vk/uXcg/WurDbs5sT8J38fDH3qaoR61IDXSzhEYYORTgcig80wfKcdqAPKf2g7L7R4Dtrpf+XW9Un6MpWvPvg/4bndL7xQY5Vis0mjDEYV0NvLux6kNs6etfROt6JYeItIm0zUojLazY3KDg5BBBB7ciqug6JHpWkXOm+THHbPdXDxxR/dEbyMwGO3B6UrAUfh/pX9i+ANEsWXbItqskg/23+Y/zrfP3ql2hECqAFAwAOwqE/eqkBMvSng1GnSpKQC0h6UtIaAI2qNuhNSNUZ70wMm4YnP1qjex+VYnP3nOK1fKHmEsR1rK1mTMqRg8AZqgPMvEUJivy3ZwCPw4qPTz8y1reKYMRRSdwxH4GsSwbEgrjqqzO+k7pHYWfKD1qW4OIzUVmSYwabeuRGfpWDN0YMn77WbWPI+adB+bCvewMCvBdPUz+IdPHdrmP/0IV732roo7HHiviQtFFFbHKJWPr+nf2lpM0aj96o3xn/aH+cVsUUmrqzHFtO6PNtNffFzkGtzSLMzXwmK/LHzn3qpDprR+Iby0ThN+8eynn+tdZaxJDGFQAKOlYUqTvd9Dsq1lay6inBBBp6tjg0jIM0Yx0rrOIlxmozmNs9j1pVbsafjIpAYviXSDrNtYheWtb6C6H/AG5/Q18ofFKEwfE/xChGM3Zf8A76AP9a+xRlD7V8y/GDwzfX3xamWyt2k+3w28gboq7sQgk9huA/Ok0AaNo8OoaN8LxFGPMl1W5WYgckCVGOfoAa+nuvNcBpPgqLSPEHhyGFFFvpqXt020fKssojQAfnJ+Vd+TQgCjNN5pNp9aYD8ik4pmD60u3NAD+KQkCjGKgkfnANACTuWG1epqs6lVIzU+Mc1GykqWIwBVICsq5OauaX92Y/7VVkGIGPf1rC13XZNF0d1gBE9w21X/ALoxyfrSk9BxTbsjP8c+JdzNpNm/yg/v2B6n+7/jXL6dCXYMay4y085LEkk5NdNYRBEBNcNSVz0qUFFWL8Y2IBVW8uhGvWpLmYRRg561f8N+HTq0ov79T9lU/u4z/wAtD6n2/nWUYOTsjSc1BczF8MeG2v5F1G/T9yDmKNh98+p9v516H0FNACgADAHAApxruhBRVkeZUqOpK7FoooqjMKKKKACiiigArlfGtoZdNhulHMEnJ/2Tx/PFdTVLUrUXum3Fsf8AlpGVH17frUyV00VCXLJM4Cyf5BzxVtxxWXYuVyrggqcEehrUyCorhPUuZ90CO1SfDxfLudZi/u3hP5gGnXa5jHtUHg2XyPF2p2x4E8Uc6++PlP8ASt8O/esY4le5c9FzxS54pcAim4rsPPHBx3pTzzTNmaASODQA7IpPxoopAIxqMAZp5pnGfemA8U/vTV606kwFpDSikI96AGNVds5NTt9ahbNUBD5fOT0Fc/fHfdyN2BwK2by4MabQeTWNL87MT3pgjmvE0G/TWIHKnNcfaNiRa9Vi06PUZjaSqCJYZAAfXHB/OvKYlMdw0bcMrEH8K5qy1Oug+h19i58oUX7ZiI71BYMTGBj2qzcRZUk1yM7EjM8OxiTxbpUbdPtAJ/U/0r3TtXiHhPEnjjT884kJ/wDHTXt/auqj8JwYn4wooorU5wooooAz2tQmpyXPGZIlT8if8RUsfBxSyNmbjoOKUdc1S0QXuOak4p3WmsMdKAEYY5pQ/rSg5FLtFABkGqWoabBqUHlSfKwZGDqBuG1gwH0yBVzywenFG0jvQA7NGM0gNLQAbaCKXNFIBMe1L0oJA5qNpBRuAkr9QOtRrGByaTcSflHWnhCfvHiqATrwOgqCdyfkUVM7YG1abFEPvmmgK86+Vahe5rjfGsO/SYXA5WUD8wa6+9fc4UdBWB4ni36DIf7rK361M/gZdP40cFZW2GB5rbR/LQc8Vn2p2/WtfTtMm1q6EEXyRLzLJj7o/wAa8+zbsj1LqKuy1o2itr14skgZbKI/O398/wB0f1r0SONIo1jjUKijAUDAAqGzs4bC1jt4E2xxjAH9T71aHNdcIKKsebVqOo79B1FFFWZBRRRQAUUUUAFFFFABRRRQB5vrFv8AY9fuo8YWRvNX6Nz/ADzT42+Ue9avjS3w9peAcgmNv5j+tYsJLJ1riqK02elRlzQQ6dQYm9cVkWUv2PxnpU/RZg9ux+vzD9c1sOQVxXP6zuhjiul4a2mScf8AATz+hNOk7TQ6ivBo9bU8UtVoZ1kto5QeHUMPxFSCYdDxXfY8wlprYpu8Gmke9FgH5zQPpTRSjg0ABxUfGetPIJpu00wHLUlRrkU7NIB2aaWFBPGKTFADc5zxUM7iNCxqdiAKytSm+TbnrTQGfPKZXJ/KmxxFzk0+GEvyasPiGEmmA3Sf+RgjGeFjYD8q808S2X9n+Mr+HbtVpi6j2bkfzr0Cym8rVIZuwlUE/Xj+tc/8TrLydfsb5RgTRbGPup/wI/Ksay0NqLtIz9PHy4rQuF/cn6VQ00blq/cn90eO1cLPSKHgNC/ji3yM7Ukb6cV7PXkPw4j3+MZ3Of3cDY/EivXq66fwnm4j4xaKKK0MQpCcAn0pahuGxER60ICunzMWPU1LjioYzU46VbBCqaUjIppHNKDSAaQR0pQx70+kK5oAMmjJpAcdadQAnNHalooATmjdS03AoADz3pu1T2oPHSkwTQA4ACgnAo6CoyNx56UAIME+tPkISImnKoUVVuX3fKKe4FJ8u5Jqhrke7RbkEZ/dmtPaFNUdZVn0ydVBLGMgD1NOWzKj8SOD02wuNRvUtbdMyMeT2Uep9q9T0nS4dLsVtouccs56s3rVTw7okejWQDKDdSAGV/f0HsK3BXPThy6vc1r1ud2WwtFFFaGAUUUUAFFFFABRRRQAUUUUAFFFFAGN4itftWh3KgZZB5i/Uc/41xNs3yjntXpToroyMMqRgj2rzhoTbytGeWjcofwNc9dbM7MLLRomcYGaz9QtlmgeNvuupU/Q1o53L71XmA8s5rDzOtI6LwlfLe6FBFJjz4F8px7rxmtwxA1xfhlY11GWIuVeT5hg9cV2ihl4Y7h616MJc0Uzy6keWTQww4oCH1qYH1pCuelVczGAYFHNBBFJuI6igLi7uKUMKZvpwZaAuOzzS9qaGWk3igdx+aQtgUwuKjeZVHWiwriSyACsq6HmToMVZkkz8x6dqpyTc5HWmBNkIoAwKq3AMmBnik3O5PWnCB2xnimBn3hEMI29Q4bj25qf4lW32nw7bXajJgmVs+zDH88VHqKAOidSa19btTqPgOaPG5/socfVQD/Ss6mppB2aZ5/pR+QYq/dkCIk9Kz9JIZEPYqKvXx/cnNeez1UWPhhFnW9Um/uxhP8Ax7/61epV518LFyuryesyD9DXotdkPhR5lZ3mwoooqjIKrS/MrE+lWaqysFPl5G4jIGeSKaAjiHFS0kYAUU/bmqYBTacFNBB9KQBQGpBQRQA7INGKZijJ70APxSYNANGaADBpeKTIooAXikNJ+NB6UAGM0YApMmmnPegAkfA4quw+UmpSMmmvjFUgKxGWwKiuAu9QwyMjI/GrKjMmaq3JzI2KoDfoqKBxJBG4OQyg1LWIBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFADQOBXC6xELXXJ1IwkoEq/j1/UGu7rmPFtoHtobsD5o22Nj0P/wBf+dZ1FeJtQlafqYBYbcDpUEzApn9KlC4j69OtMaHcM1xs9ONjHvmkhCzIzo8bhgyNggj3r0DSdUkuIYhOpy6gq57/AF964+eNJEKyKSvQ1ci1C/ttL+y2yW8wA/dtMGyPrgjNdFCqoq0jmxFFzs4ndHOM4NKDWV4f1OW+slW5VUukHzqpyPqPatnA9K6k0zglFxdmM4NMIxUu0UmwGncRA2O4puAxwDVgxe5pvlEdMU7iIvLI75o27RkmpCGUfdJqtL5rnaFYCgRG8hJIGKhZj61J9nkxgIaPsbnjgcUwKErNI21eakjsjgFqvxWYjHYnrmnlcfhTuMq+UkSE45qPcAhbFPdXkbaMAZx1qvfbljCBwAetIDKmfz7pnPRQT+QrrrOES6HBCwwHtwpH1WuXSBUgnfGcJjJ9zXV6X5n9mW/mfe2D8u36VMiuh5RpkRikaL/nmSv5HFTau2y2Zie2KntmQ6lfkAKBO/4cms/WXDRtzwK4JbnrQ1VzovhQ+601Qd/NQ5/A16NXmXwqV/M1Qg/uxsB+vP8ASvTa6o/CjzKvxsKKKKozCvO/F91dP4gi8velvBHhZo2wQ+eR7dq79yQjEEA4OCa8zvpJpLlpI5nLFjuxhvwZT94e45rfDr3rmVXaxbtvEer265E8FygPCzDnH+8OfzzWjF4/s4iBqVnPa+rp+8T9Of0rl5pbdB80VqHxkkloz19KpGS0lkKPCu3n5hc10unTl0MlKcT1DTvEei6qpay1K2lI6rvAYfUHkVrcMMjkeorxS5Fs0AtYEijRZN+Fw2T3JJ6n+VXbV7iGLZZ3l1bYXC7Jjx6cHisvq19Uy/bpbnrwxRgeleSReIPEtuAF1dnI4PnRq2alj8feJLcgPFY3I56oUz+RqXhanQarwPVio9KbtFebR/FK7hVjd6GpK94rjGfpuFX7H4qaPdQtLJZX8SoQHYRhwv1wc/pUOjUW6LVSL6nc7aNtc3D8QPC80Syf2rHGrHaPNR059ORWrBr+kXP+p1Szf2E65/nUcsl0Kui9sNJtb3oSaKT/AFciN9GBqUc+9IZDtNO7VJikouBHTGb0FT4qM9aAIwGPY01lJ6CpqQ469PrTuBD5ZHJNU5EAY/WnXmrWFmpM93EoAyQGyfyHNc3ceMrGQyLZxyTFf4nG1f8AGq1SuwWr5VudbpLM2mxbxggsPyJrQrN0O5a80WzuHADSRBiFHHNaRrIHuLRRRQAUUUUAFFFFABRRRQAVn3es6Xp08MN9qVpazTnEUc86o0h/2QTz+FfKH/C7fiH/ANDD/wCSVv8A/G6pL8WPGy6hcX41ofariJYZJTaQElFLEKPk4GXbp60AfYGo31vpWm3WoXL7Le2iaaVvRVGT+grJj128tNIu9T1zTV0+2t7drjak/nOEAyQ42gBvYFvrXyxffFzxzqVhNY3et+ZbTJskT7JAu5fTIQGqknxI8VSQ30R1CFVv8/ajHYwIZiTkliqAk+/4UAfV6eIZ7PTLu+12yi08W9q14Yo7nznESjJ3Dao3DphSwz35GaOq63MPDeoT65Yx2BitTcrDFcefJtHYjao3ZwMAsOevIz8x3/xR8ZaozG81jzS0D27f6LCAY3KllICdyi/l7mm6h8UPGWqszXmstIWgktiRbxLmNypZeFHUovPUYOOpyNXGnZ3Pemuruwsbi41a3t4JLe3a4a2t7jzplVcbgRtAyCyj5SwyetTG6ubCyubjWYbW0MFu1y8MVz5siIuN24bQMgsAdpYZPXpXzzF8RfFcV9NerqzG5miELyNDGx2Z3bRlflBIBOMZwM5xUc/j3xPczXU0+qNLJdQfZ5WeKM5jyCVHy/KCQCcYzgZzWLpK5usQ0fQlxLfWWj3Wo6nYx26QRCYwRTGWUA9FYbQA2SBgFue9T2kd/GGS/gtYJ1XeYYrnzWQZAO75QMgkA7dwBPXpXzvJ8QfEsv2kte26tdMzTuljAjSknJLEICT79u1PPxI8WnUpdQOrk3UsRhZzBERsLBiANuBkgHIGeB6UnRRX1l6H0d9plhcFXZeMEqcH86ma71cRl7PWZQcZCzoki/yB/Wvm1viZ4vf72r5/7dov/iKQfEnxcFKjVzg9R9ni/wDiaFCa2Y3WpvdHpUnxy8SaTql1YX+nadeeQ5Xem6LI/Amtuy/aF0t9ov8AQryE92hlWQfkcGvnq71K8vrmS5uZt8shyzbQMn6AVB58n979BW6btqcsrX0PrCy+Nfgi8IV9RmtSf+fm3ZQPxGa6Wz8Z+GdRQNaa9psgPQfaFU/kxBr4q8+T+9+gppkY9cfkKdxH3dHLFcLuhkSVT3jYMP0oMbZ+6/5GvhaO8uYTmOeRD/ssRVj+29VAx/ad5j/rs3+NO4tT7e8tvvOCo96jM9umWaWJR/tOBXw/JqF7MSZLud8/3pCakVnZQS7nI/vGncD7XfVNNgX97qFmh/27hB/M1Uk1rS8Z/tOwAJ4/0qP/AOKr4z+uT9aQkMMFRii4H2E/iLRLVC0utaauM/8AL3H/AI1yWq/FLwfYuxfVftcg/wCWdpGX/XgV80FEP/6qTaB60cwHrniH42XN1aTWuh6f9lEmP9InYPIB7KOB+Ne5+Db55/AWjXlw5kk+wRvKxJJLBOck98g18ZxxNLIsUSkvIQqgckk8AV9ca3d/2VoWneH4WJmNuiOcYIjUAfhkjH4GolLqXGLk7I520V2hmnPWeQyZPuc1Q1cBrTdyADzW3IQkI4HA6Vj6sPMttowK43uetHax1Hwqg2aRfT8fvJwvT0H/ANevQRXAfC+YHTtQt/8AnnOG/Mf/AFq78V1R2R5dX42FFFFUZlHVJvs+nTydwuPz4rza8khSdnYMCevpXceKbgQ6eibsGR/zwM1wjCOUlXxz6967cMtLnNWetiP5JwEE746EMarvpYbLIAT6jFTfZWjcleR2U/41EkoQ7GA465rqXkYeoxI3gz+6BHcjrVmN4XGC+wkdGGKifhVIOQR0pkjIyhWHGPXpTETy25wDtDL6jFUHtiwbb6k1ORLEcxuSmOmccVIbrahEmDu45GD61SEzLMiRRyCaLzE478g0llEgt57qJQrh8R4HyuB1BB7VLMUijkDAEMf4hkCrvh0rFpL7N2ZCzncm4cHnjPPSiTsOJz2pRxfbLOFLb5Bvm8qXDYB+XHHbK8VZh05LqTLWqRIOpAwKdExk8WXQ3CMQxpFleMHajH9WNa5Q5ZASfrUQta453vYzk0eKNmMMpTH8QOOavJBqCooh1O7TA6C4b/GpjCBHknn0FIPMLE8bcU2kwTYJd6vAw2azfnnvKW/nViHXPEzzhItVmCDqzojf0qCN3ILFOg/HFTQPtAOwoDwOah049hqcu5qTeJtZgwGvU+boTEM1j6r4w8QtKq6fqsYkK/NB5Sb89iM9c+lS3aJcxAgcisB7dlLLuDRk5wfy/lUeyi9Ui1UezZ058QahLah3vZQQAHLHZg45PaoXuo50D+e06Ecszk1gx79zBWcqeqkbhncOx7Bc1qRSGNNsMURTvix6/h60uVRKu5FHVbow2T/ZAZCxBURruJHoAOaihknjRhcReVJKgZUb74Ge/ofb2rQd790CpHJBF1beVhUf98/NWHPcRHVY4oj8zgqSAQpIA6Z571jWdqbN8NG9WJ7N4TyPC2m7upgU/nW5WN4YK/8ACOWAUsdsIU7uuRwa2a41saz+Ji0UUUyQooooAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAq0jfIv0qrVhc7B9KaAdupNxNAFO4pgJRS5FIelAGr4Xha58W6PCoyXvoRj/gYr6RvpDf8AivUZ2JxFJ5CD0CDB/XJ/GvCPhVH53xN0BcAgXBJB9lY5r3BpCuoarK3U3cvT/eNY1NjowyvJi3Jyrd8Vm3fMZHXirSzCQkVXvPucVzPU9C1jb+GMmy81SDjJCP8AzH9a9Kryj4dv5Xim4XP+ttzx9CDXq1dUPhR5ldWmxaKKKsyOO8bbhJZtk7QH4/KuRO3zyrnaR0HrXceLoZZ7S2EMe9gxJ5A4x71x0ml3knDQ5+rD/Gu+hJciuctVPmIvMeErgb0PVW/pSeZbXIxu2uT0epxp+oqu0Q5C9iy/40jaPcuqq9sy+6uv+Nbc0e5lyvsVbi1eNiVXI7EY9KquCSd/HHpWmNM1KBgkaZU9FLgj9TTbjTryaLBgAfpkMP8AGqU49xOL7GdvbcQMMCB09aDLlAGwV6/MParX9kXu7Itz0/vr/jVefSNQdCvkHjH8a/40+aPcXLLsOCxyWUmEzuzwRnHFSaLbl9MZWDEo0gXJwRx1FEWm6kkQEYKE9iVI6fWruj2F3GtyDDtBY5wwwCc9Bn6VEpLuVGL7HImOVtd1V4hkrdyA8dgkI/rW3sdT1I4B6U6x0i/i8T6iTbfupJi4O9e6x9s+xrTv9NuVlLJCckf3hx+tEJpJK45xbdyi0hELYfODxjtSDzQiYfJPXinjS9QERDRHZ1HzLnr9amTT71U3eUxI7bl/xq+aPcjll2GIrs4+UYxjkVIGOVUqCMfwmp47S58kDyGxnk7xn+dWo9L8zaohdSOo3DH86hyj3KUWZkrxpGBg/nmqEyxkAkHOCea6RtD3gAowA6DI/wAajfQFYcxHj3H+NJTiuo+WRzohU4KqAoHUCpROYYigkIP94mtn/hF3J/dA5PZiMD9arnwndySbmKkf71DnF9Q5ZdjLWEXGE88knlvp6VZttLhn1GO0vUK2c7Bo7lCN8EoGPxUjH5Vor4Wng/jP0BFWrLQbuXUbe3kwsRfeW3AnA5NZVHCUWmzSnzRkmjttK04aZp0Vp5pkEefnIwTzmtCkAwAB2pa4Dqbbd2LRRRQAUUUUAFFFFABRRRQB/9k=", "path": "003658.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003659
Men Tshirts
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", "path": "003659.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003660
Men Tshirts
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", "path": "003660.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003661
Men Tshirts
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", "path": "003661.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003662
Men Tshirts
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", "path": "003662.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003663
Men Tshirts
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", "path": "003663.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003664
Men Tshirts
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", "path": "003664.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003665
Men Tshirts
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HETHKSf7revsa+dugNEE8tvMk0UjRyIwZHU4KkdCKaYmj7Borl/APidvFXhmO6m2i7hbyrgDuwH3vxHNdRV3ICp7T/j7i/wB8VBU9p/x9xf74oYx+o/8AH/J+H8hVWrOo/wDH/L+H8hVTNC2E9x1fP/xY8Rtq/jFdJjkzaWHybQeDKRlj+HAr2zxBq8WhaBe6nKRi3iLAHu3QD88V8o3k8smrtcTOWlllMjse5bqamQ4mivAApaRuDQKksU0dBxS496ToKAIcbJoiBwW2kfUEf1ppyxw6ZxxkUt0D9ncjqvzD8OamJBclScHkfjQBCEj/ANrFKkcCZcR8Dkk1LUc3zR7P77BPz/8ArUAPQ7o4yeuwE59+f60ucj6UrEM7EdM8fSkJxQBGxPpUTAZp7nniomP7zFAEJkPlyAHBJ2j8a6zw3rsuh6nBfwnBtzh1/vp3BrkIR5lyE9ZBWl5my2EafekYj8B1oA+rbW6hvbSG6gbfDMgdG9QRkVNXnfwl1sXvh99Md8yWRGzJ58s/4HP516FmtEZvQdVq86W3/XEVTq1eni2/64rQwK9GaTNJmgLiTTJbwSTSHCIpZvoKj8Lyy3CXnn43t5c49g69PwwKzdflLQQWSfeuZApH+z3rd0SBbfV7+BR8qQQoPwXFJlJGko29uKlChh70MvzEGkAxVDFxjr2rK8SQK2nQ3ucNY3MV0P8AgJwf/HWatdTVTVbf7TpF7bgZEkDrgdeVNS0AS2cDzeY8SO6gqHI5x6ZqE7I2wAFUHJp+lXAvtGspyRukgQn64Gf1zRLpSXLfvLmXYeCq4X9aegzzrxN9p8SeKBYacDIUiETH+FctuJJ7dBXoWjaVDo+lw2UQysa/MQMbj3P4n9BWf4StreOwvJ7dAsdxezGPHJ2Kdg57/d/WugP6UbgJ15PWgilFDcDNAjOcl9WtIx90MzkfReP50aggE3mKOPuv/vY/wp1v82sgnoqNT0iNzBcLn5mO9frmpBmfRmmg5FLmqMxasv8A8g2L/rqf5VVzVh/+QbF/11b+VDGmQZpryKis7kKijLE9AO5pc15v8XPFH9l6KujW0uLq+H7zaeUiHX/vo8fTNDBHl3jvxPJ4o8RT3IY/ZIiYrZewQd/qetcifvj61YPSq0mQ4PvWZZYNNpaTpQAE0hPFIc02gBaTJHSipYLaa6k8uCJ5X9EGaTdhpOTsiLJ9qXJPWtu18J6rdIzGOODHQTSBSx9qy7qyuLGcwXMTRSDs3f3HqPpS5k+ppOjUgryjYhBp2aTGKTPNMzFpRTM0ooAeW+Q1EG/dn6inOcIaiT7oHbNMD074O64dP8UNpsj4gv02gdvMXkfpkV75XyNZXctjewXdu5WWGQSIRwcg5r6r0nUotX0i01GEgx3ESyDHbI5H4HIqokPQvZqa0/4/If8AeFQZqazP+mw/7wqmJbkmpf8AH/J+H8hVSrOpf8hCT8P5CqUkqQwvLIwVEUsxPQAck0LYHueTfGvXikdhoML8yN9onAPYcKPzyfwrxrUhtnU+w/StnxLrTeIvFF5qbE7ZZT5Y9EHCj8sVkaoMojfUVDZaWhoMcop9RQp9qap3WiN/s0kXIA5pDJhSHmnY496Z3oAR+VIPQjFRQsXt4W/2dv5cVK1QW/8AqWTukpH4HmgCf29abuzdIOMIrOfywP50oNMj5lnk9NsY/maAJF9KUggZpqn5sVp2uiajqCo1tZysjiQrIVIRtilmwx4JABOKAMZvvj0phV3lJRWbbydozgV0kfg29Onf2ndXEVpaGx+2o7AsWBcoqYHdiOPauwg09NDvb3wmyW3lyxQtLdQDbcyRySL8rt0Bweg9qAPJbEf6Uz/3ctU1tJ5m5iPljhwPrnP862da06307VW+xQbLF7dWjcyby5wC2T6gnnFYUHyGaL/boA7bwHrP9g+I7G4diIJR5U3+63f8Dg19EfjXy3gBV9AuK+gfBGtf214WtpnYGeEeTL/vL3/EYNVEmS6nR1avult/1xWqmatX3S2/64rVMkrUUmaq6hci1sJpc8gYX6ngUxbmZbE6j4rV15ig+UHtx1P511GlHPiPVuemxfyArF8HWpBDsc7gTz6VqeHnMmtawxHPnY/I1L2NDckHzUyppKjpoBBS4zwe9J0NAPNNgZHholdJa3Y829xLD+AYkfoRV7UrhbPS7u5OAIoWf8hVLS/3Oq6tD0BmWUD6jB/lVbxlIR4cmgU/PcukKj13GkMteGrc2nhfTIW+8LdS31PJ/nWqvIpEjEcSxr0QBR9AMUqd6FsAh46US8R0NSSnKYpgU7Rf9Nlf/pmalsn2zon95TSWi4uH91NQwNsvISfTFK24iK/h8m7YAYVvmFVq2dWh32wkA5jOfw71i0kRLcWrT/8AINi/66tVTNWX/wCQZH/11b+VNiRn397b6bYT3t3II7eBDI7H0FfLviPXJvEWv3epzZBmf5Fz9xBwo/KvSvjJ4owsfhy1Y9pbog/98p/U/hXjwyTUyZUV1FJyahl++v1qXvUD/eFSUTE0mTQTmkFACmm0402gCW2ge6uYoIxl5GCqPc17d4W+FOom0jkEcdqkihjPPku3/AB0/HFcH8Lr/TtJ8S3OpX0fmTWllLLZoQSpmA4z6cZHPerPiP4hatd3C3dvqerxCQjdi62heB0VcAc549MVMoqW5tSqyp6x3PXV+FVx9mYyauguP4VSD937ZJOax9Y+GOpJbh9lrqKKp3KV2lPXG7qPoaw/DWueIL74d3+sX2q6hKsdxuVRc4keIEZ/Hrj1wfSuEvPHOuW+pCWLW9VQSHcN92W2/XPBGfUVHs49Eb/Xq32nf1E17w2ECy6fbyrIGCvbhTu56YB5/CuZuLO6tGQXNtNAXXcnmxldw9RnrXtUc9z4/wBK0m6tFRtXEDC8IfyuA2EcZ/Pjpmuu8a6HNq3wlvJ9ZtrWXVbW086OVRgxsvUhvcA5A4OaqN1oTiHCdpxVr7o+YaVaSiqOUSU/uzTY8FgKSU/JSwDvQBZye1e2fBnXhcaVdaJK4822bzoh6o3X8j/OvEs1v+DNePh7xVZX5J8kN5cwB6o3B/Lr+FUnqJq6PqCp7P8A4/Yf94VWDKyhlIZSMgjuKns/+P2H/fFW9iESal/yEJfw/kK85+K+v/2P4PktY3xcag3kLg8hOrn8uPxr0XU/+QhL+H8hXzX8Utf/ALb8YywRPm2sB5CY5Bbqx/Pj8KWyBL3jjEGGU+9P1IE22fegDG2pL0brJvpUGg+Ak6en+7TYSOgos+dOT6U2E/OQetAF0Z24pnepF+5UZPNAA3TNVYP9dcx+oDj8Kst0qkhxqKZ4Dgrz9KALYwOpohGLUN/fYv8An0/QVFKxELY+8RgfU1aK7E2DoowPwoAgjb97Xr3hfxHpdr4P0i11q8Mey6nWHblnVCjKeBnjDkAdSx9BXj0f+urd0rW7vQnmuLJYfOki8vdJGHKc/eXPRh2PvQB3Op6zqWraTHpdt4ct7TSBFHDA+oPsKphVR8E9jz+PtXP+J9Vgkuru9n8Q28mplDDElipYIFIKgyY5AI4PbmuT1HXdU1m8B1C+mucZba7fKD9BxWTMf32BQBdl1O51Hebh1KwWwiiVF2qijHQD8ye9VoTuuN3rUVr925/65mpbUZkFAG4RmP8ACu8+FOtfZtZk06RsRXifJn/novT8xmuBhffFn04qXTLyXT72O6hOJYJVkUj1BprcT2Pp3NW73pbf9cFrK0++i1LTre9hIMc8YcY9x0/A5Fal90tf+uC1bMyrmsHxBPvkgtF6k7iP0FbpIAyelcn5v2zWRL2Z8KPbtQxxWp3Hh6ERrkDAAAFM8Prt1jVh/wBNj/OtHS4/Lt0+lUtHGNc1T/rsf6UPqaG245qOpmqMipiwGE0wGpGqHufrVgZrMIPE/wA3AuYwo9zjP/spqhroa78R6LaA5RZhK4+mT/7Ka09T2x3NvOcZCgg/7rA/yLVl20TXXjWS6z+7toXUD3JCD/0F6kDpcnHNLkDJzgeppq81HcoZLeVMZO3IHqRz/SmBBc6rYWikzXUYx1wc1Vh1iK9ine1UOsBw5ZsfkO9Y+uW0N3qnm2of7V5Ss+2AthCPl2ngZ696fooubWAwSW48tgdzGQPL06YUYA9s0rgdLaj9/ntVF223Cexq5p+7ZFuHzAAH61TuRsmX/epoRusBJGVPIYYNczIhilaNuqnFdLC2YlrG1ZAt0rgj515HfI/z+lTF6kyRQqLxBqq6J4Qn1J13C33uF/vHHA/OpasTxpLpCRyIro0jBlYZBGO4qmSj5E1G/uNT1C4vrp9887mR29z/AJx+FVB1NfQHiX4VaLrKNLp6DTbzsYlzG31X/CvHPEXg/WfDM5XULRhFn5biMbo2H17fQ1DTRaaZgng1Ew5FStUUnTikMeORQKB2paAGmrmkWsF9rNjaXUrQwTzpHJIoyVUnGQKv+HJNFNzcWWuRYtruMRpdr960fOQ49R2I9K9H0P4Y6baIJrqc31yRuhKuYoxIp3Lj1DLggng1EppblRi2Z/hDwpDbeO9X07+0jYNp82C11EGjlhLcAnI2t0wTwa7y4+EPg23kjlv76QqZC4gSfCN1O1UALEe2aoWseuW3xFv9S0+G1k0XUbaM3M9xgpHtTo2OSRz8o4ORmvQ9Fgul0y8naxihkkw8Bii2MUwB06qxwTjtmiLuhyVmYn9s2NvrGnmx0eAaPa27QszMqSpnG0LEecAKRg4PJwPXDvfhN4F8QX81xb3FzZyyZY2qyeX5Zzz+7YZAzngV65HBEIwFjUDHTH86y9U017iOcbEmMrxiIOgbyzkbj7DAp2Fc8J8fJ/whN/Y3mk69F9ph/dWlvaRDbEoAD+YxJDcYAX35rG8ca54jk8OaINR1y9k/tS2a4ubQgJGvzYXG0DgjtXUfEjRdb8VQx2+nx2MsumXEkcun2yBZId44YsWwwKhew61pap4U0vxBZ28V4iST29rFaRzpKQUfG5z6bVGTk5qJTSLUWzwICgDrXa+JNJ0LwnZ3WnxFr/VLo5R502mzhzlTgcb2H5A1xQ6VadyGrEcvI/GpYsbeKjbpzUsf3aYh1FA96kihkmlEcUbySHoqKST+ApgfQ3wy8Q/274ThilcG6scQS88kAfK35fyru7L/AI/IP98V4v8ACvw14i0vWTqFzbva6fLEUkSY4Mn90hevWvZrI/6dB/vir6GfUyPiBri+HdH1PUiQJI4wsQ9ZGGF/U5r5TRnmkZ3Ys7ElmPUk969s/aBmvzLY28cMn2DJklkUZXfgAAntxk/jXitupz71LLSJMYIp9xzZyD/ZpSOabcHFpJ/umkMNP5sF/GokOJ6fpx/0ED3NR9LkfWgDTH3DUR+9Uq8pUTfeoAU/drOmbZKH7owb9a0SflNUYVS6vhCzEKc7sDJIHagCeXJvUT0YyH6Dn+tWGP7vNbVta2iWk8ssEzROAiYQnGOoPcZHIPqKx5lCB1Ab5Tj5hg0k7jsU4iDKauS/6uqcP+tJq7J/q6YjMi+a6b2FQy/6+prb5riU+1Qzf640ALbf6u5/65Gn2Z6N7U22/wBVc/8AXJqS3bbb59qANjT23W7E+tPTi4YdiKh00/6IfrUqnMwPfGKAPXvhVrXnWVzo0r5eA+bDn+4eo/A/zr1K/wDu2v8A1wWvmzwzqr6P4is71CSquFkA/iRuCK+kb45S0IOQYFq4mcjB8Q3xsNIkdNxlkIijC4ySa5XTdUUanCZFABdFCkFCCeg7j+VWfEOr6dd+IU0m4nKfZ4/MZ9uVVz6kcggfzrR8P6fBqF68m5WA4EsJ4AxgY7dPWp503a5qqclHma0Z3Fhq1pLbowYojdHblfT7wyKr6NIsmq6nIrAqbggEHOelZ83hEo/nWlywkEZQbSIiRjGCF+U+vQc1F4FgltbCdJm3yG4bJIGTg4zxx2ql1Edqw5FMwDmnn7wpo+8alARPxUDcGp5BUEnWtEBU1ZFeyEjHCxsQT7MpX+tZ/h5d0dxc5z5jImfXagJ/8eZq09SRptKuoo1V3KAhWPBIIOKyfCru/hq1aRkaUvL5hj+7u8xs4qeoHQKeao6vfNp2mTXMe0yKAEDdCSeKtq3Nc/4wnC2dvAOskm4/QCsMXU9nSlJdjfDU/aVYxOeTx3FbXBgutN80KSAY5d3QAn5W6DB/Q1q2/jzQbxUX7SYS/QSJj+X0rz+8N017KAEkhAUiJgrfXjr/AJFVoTlXdrP7O6kOxHALFf8ACvIp5hUjBN6nuvLKU3bY9v0e6gvYBNbypKgYjcjZGa57WvEUEV1LbwxSSTRMQVAyepHQc44PPFX/AAPbrB4atAAAzr5jY7ljn+WKXVNPtxfyzFCzS4LLnjI74HXPvmvbptySb6nz9WKhNxXQpWuo6pqIwqMiHgfPxswMOFXJzz0Y0xbK7tEW6urnzS8uwRhMFAMjmtYeINM0y18t5oy6jmOLHH1xwK5m88TPfuxtIRErHnAwz5Hc9ccdu9aKnLc5p1orTc2qtv8A8guH/rq38qzraTzYFYghujBhgg+/vWg//IKh/wCurfypsSdyrmmyRpNE8UqLJG42sjjIYehB60tFAjzHxR8HrG+L3Xh91sZ+ptmJMTfTuv8AKvH9b8PatoMwi1SyltmP3SwyrfRhwa+rqhubW3vYGguoI54W6pIoYH8DScSlKx8jilNdP8QtLttH8bX9paQrDb/K8cajhQyg8fjmuXNZmgqmvffBSJd+B9Kh1y2nhaKFhAGOBPBuyrYzzwSMH614CB1HqK9/8L/GTwqmgWVnrVlLb3NnAsQxB5yMFGBtPUZ96iceZWKjLlH/ABCudQ1XwdeWui27CKBVmuT90+UpzhAOp4HpwO9V/hh8TGdfI8Sau0glwi3FwRiOToAT2BAHJ759atah8ePDFtp8y6TpV5LcSAkJJEsSbjx8xBJ/IV4PZ6hJbXMrlQ8M2RLCTwyk5x/9epjFxWg5Su7n2hf6pZ6RpU2pXt0kdnCm9pW5AX8OteJ678ZLjXmFtoaTWFtFIz3V7LgHygOFH90sfxriLFdbvtJu9I06/wBV/s2RUaXT2TeAjfMuCeAMAYPFcxf3scVsdNs45Iolc+a0i7ZJCD0YZwMY6U+dPRBynXfC6TVT4uu9SsIGktIone8VmOShPAB7vnp+NexXFzo93Mt9PA6yxheQBubngcHn6dOa8n+FvxOs/A1vdWOoafLNbTyeaJrcgurYAxtJAI465r0dPjd4HETstjfKycqn2NcsT1wc4H44qZ0+ZlKdlY8P8cQ6mnjTVG1a1a2u5ZjKYmOcK3K4PcYxzXP44rp/HnihPGHiy51aK2+zwsqxRIfvFF4Bb3Pt7VzVaJWIbuRMOMVe0zTL/VrpbbT7Oa5mP8ESFsfX0/Guj+HPhuz8TeJza6gGa2ihaVkVsbiCABn8a+hNP0yx0m1W20+0htoR/BEmM/X1q1G5DlY8i8O/B29uds+v3AtI+v2aEhpD9W6D8M16povhvSPD0HlaXYxwf3pOrt9WPNalFaJJEOVxc1PY/wDH7B/viq9T2P8Ax/wf74pPYS3E1uCK5uriCeJJYnUBkdQQwwOoryfxJ8JbeTzLvw+/kynJNrIfkP8Aunt9DXrmrH/iZy/QfyFUs00k0DbTPly8srrT7qS1vYHgnjOGRxg1SnGbaXP92vpjXvDOl+I7fytQtwzD7ky8On0P9DXlmq/CDWFmePT7q3uLd+A0jbGUe47/AIVDiy1NdTzjTv8AjzH1NRynFyv1rrfFfhOLwhf29hFcvcB4BKzsoHzZIOPbNchc8Tr9aks1o+U/Con61LDzGMntUUg+agA/hNZwR4rzfC5SQHIYVpDlaoSkpcg4oA1oNYuDayR9FHzBM/KGBALAfjULEtEWYkk5JJ71Ys9Otm0T7a0su9reRtoAxu8wYFNgtbi7Ux20MkzhSxWNSxCgZJ47AUluNoz4D85+tXJf9VVW3Uda39D0G58Savb6VaOiST5/ePnagAJJOPYUxHL2HMkpqKf/AFxrrNf8JL4VktgLxrg3CuSfL2gFSBxz71ylzxPQAtsCYrkKOfKY8VDC37gj3rtfhVHHJ45ghmjWSOWGVGRhkEFam174Xa7aeI5rTSbCS5sJWLwSggKinsxPQjpTsK+py9nJ/o2wdSa1dG0q/wBZvfs1hbPPKPvADhR6k9hXf+HPg6sISbXbze3U29scAexf/CvTdO0yx0m2FvYWsdvEOyDGfqe9UodyXNdDk/DHw7tdJeO81Erc3i/MqY/dxn+pr0HVphDbQStnC2wY4qrVTxZclLewgXrJApP0FN6bEq8jz25s47wXF3cQSrcXGQZY1yAScYIOCKi8M22r+HZ3ltJmnQP+8SFtxAHqnXnHoa9ItbBJdHSN41dSAeRnB9vSo5PB0N0qSQSFZVbOX+8R/d3AdOOMjPvWE6EZanbTxE4Ll3Rc0fxra3szWl0vlXC/K20ZGaf4Vb5XT/bc/wDjxq5cadGfP1S4t/JmhTCKCDlVXjJHXk/pVDwev+jqx6kE/qadGNSKak7ozqOD1irHYk4Kmmj75pW+4DSL941aMxsnWoJfu5xU78tVafsPerWwGfrGojStJuLtmAKKNpYZGfcelcx8OpryTQpkmEjwLJ5kdw4C72ckuoH90cYPvjtVrx9G8mjJGqghnx9/bzjgU74eafd23hKKS7RUadEZVGSQAMck9fwoe4HSxN85+tcZ4vvI21jyS4BhjAwT3PNdep+b8a4Xxbo+rTX01zbae0oeQ5I5yuOOlefmUXOlyLqd2XyjCtzS6HHXf2driWYK6uCS0w+bgYXGM8e1SNHssjEGLE/dOc9f/wBdVHW4WRormycL3LKVGfTB/nVvR999rFrbAkgzKHQ/wgH/AOtXjqhK8Yn0Ua8EpS8j2Tw2AlhHEP4FC4+gxXL/ABJ/tdktodLaYCXcsghHOcZGSOi9a6Lw7J88qf7WaXW2236L2KjP619PTfI0fIVffbOA0vwbPo0VvPJdrezSEhkQ7Bg9ueSD6jGK6y08P3Ms0jGNI7d1IWPZtC5x+JIIrc0aCC3UrFEiH/ZXn862OKJSk2ZxpxRy1xph01I1D7wwwSBjkVK//IKh/wCurfyrY1OJZbCQMwXb8wJ9RWK5/wCJTB/12b+VCYmrFWikzRmtDMWikzRmkM8B+Ly7fHch/vWsR/QiuCNeh/GNceNIz62kf8zXnnNZPc1WwDrStSUHpUlCUdKKKAOoi8az/wBnPp1xZRzWjRwIFV/LYeV0O4DJz6H8K567ne8vZ7pwA80jSMB0yTn+tQUVMYKL0G5N6C0o6Ug60pqhDhS0gpRQB6V8Fkz4l1F/7tpj83Fe3V4p8FeNe1T/AK9V/wDQ69qzWsNjKe4tFJmjNWQLVix/4/oP98VWzVixP+n2/wDvik9iluSar/yEpfw/kKpZq3q//ITl/wCA/wAhVGiOwnuPzRmmZozTEePfF4j/AISGx/69f/ZjXll5xMleo/F1s+JLJf8Ap0/9mNeXXmfNSsZbm0djVh/1YpkoxzW34S8N6h4q1BdP05EMgXzJGdtqqgIBP69K6Hxp8MdS8J2gvGvLa6tXkESlco+49PlP9DSKOO0nTbnWNSttOs0DXFzII4wTgZPc+1dhrnwY17TtMW7huLe8u1ZvMtoc/dHQqT94+1W/gzpZuvHfnSKVNhA8pBHRvuAfqa9Y8Za8NHWxt44zJd6hP5EAz04yT+A4HuRQB81QMY9GltmKq6SMhjY4f76np+FfRHwr8PWWneB7W9NrH9r1CMvPIeS6ZO1fpjtXhWs6S9lp8c7S7mF7PDIrrhwwxjJ75A/PNfRfhO68nwJaBxgWlnGPkGTjyw3T8aLWG2fN/irRj4e8Valp20rHDMTFn/nmeV/QivYvhh4cXQdHXVbwZu9Uj2xRbeYowC2SfUgDj6U7xf4GHinxpoV2BiylhP2yUDHCYYD6tnFdBeaxYW2p6Zah0kafzIctgLHtjYnaO2Bhf+BUCPIvik5+26REMbPJlkz7lwP6V5bdf68V6P8AEiSNtX0xIjlFs2I/GQmvObv/AF4NAHX/AArJHxAsPdZB/wCOGvojOa+d/hYM+PbH/dkP/jhr6GzWsNjKe4/NGaZmjNUQPzUusWkF0ll5qBituuD6VXzV3UPuWf8A17rSa1GmQ284hKgoCoGMqcGtqyuraUBVkAb0bg1z2aM+1KxSmzc8SSi38P3j5x+72j8eKyPB5BsUI/u/1NQXYa9sWtJZZDC2DgN0I6Vb8LW4tY5LdWLCPCgn8TRayLUrnUkZhpqGnj/V49qijNQtihW+9VWf74+tWT96q8vLVSAint4ZyhliSTacgMMir20CEKAAoHAA4FVH6VbQ/uh9KJCMsDEhHvVxj+747VWlGyf2JqHULi8t7PfZWy3EhYAqSeB68dcelAxzRRzbhLGjqezKD/OsdtC0+31WK9gtxFKhP3OFbgjkfjSDVdWFtHIujO8rSFWiGQQAAQc9hkkZ9qguNV1FbM3EukyKdoxEN27dzkHj1A/MVDjB62LVSaVkzU0Y+TeSL/tn8qXxGSt7E2P+WP6hv/r1Hp0jfaIZHXY7Ab0znBq74gUFrY47MP5VXUzbtqQadqMMS7pWOcdFGTU8+uu3ywRBR/ec5P5CsfpRmq5TNzfQnmuJbht0shY9s9B+FWJP+QRD/wBdm/lVDNXXP/Enh/67N/Km0SnuVc0ZpmaM0xD80ZpmaM0AeE/GN93jONf7tnH/ADNee133xdbd45YelrF/WuCIrF7my2AGgkEUtNNSUJS0lOFACUtGKTmgBaSlooActOHFMXrTx0oA9N+DB/4n+pf9eq/+hivac14p8GT/AMVBqP8A16j/ANDFe0ZraGxlPcfmjNMzRmqIH5qxY/8AH/b/AO+KqZqzYf8AH/b/APXQUnsNbkmsf8hOb/gP8hVHNXdYP/E0m/4D/IVQzTjsJ7jvxo/Gm5oyKYjyf4iaXfa343trOwt2mkFqmcdEBY8sewp2pfCe107QXe8nlfVPs7zBlbbGhUZAA6np1Neg6l4z8PeE3lk1DfJqBUNHBHHlmXsc9Bznk1han4hvdZ8J3WsXypDJNp80scMYx5cbZCAk8k45z71hLc3jsQ/ACxzFq2pEDBEcCn82P9K2PiLcHWDqdsYEkt9DktpSfmzvf7wOO204qT4EW4j8AyTdDLeOc/7qqKk0mOK81P4gC8h85Hv441TGckL8v5cGkUZ3wl0+Gw8V+K4YySsRiCFjk7SS3NP8WNPd/GvwxahXMFtA1xx0/i3N+gFZWha1FoXxh1aznkEMN+ypkthVcAFQT2Bzj8a9RvtPsxqK6o9uhvYoDAsvcIxyR+YoA8Q+IumRWlgZIJN73GpyOw9CUA/nmvSW1A+HfAmr6mgSVrRFhRAcrhURMEe5zXmnxO1WOTVLLRrbYHhfz58cBXb7oz9Mk/WpPEPimyuPh7c2EIImvL/cGQFVZE4yeeeAPzoA9o8KJcw+GYmuSWaQtJEHIJEZ+7nt0rw7X/FEGo+MLq4Ewjs7GGdLUnAzJtOW9yXz+QrU/wCF0Xg8NPpi6RBFN9m8iGaKQgJ8u3O0j0z3ryxji2f2WgDT8QX8V9qFgkQIFvYRow7AnLYA7da5q9GJhS6cxMrEnJxRff6wUAdf8K/+R7sv9yT/ANBNfQWa+fvhT/yPNof+mcn/AKDX0DmtYbGNTcM0uabmjIqyBwq7qJ+Wz/691qhmr+pH5bP/AK91qXuhrZlLNJmkyKXNUIXNaXh9cSXR/wBsfyrMyK1dA/5eD6uP5VMti6e50K/cqvGcFqnXoBVZTiRh71nE2JDVd+9Tk8VXfrVoQ0nIq3AcxAelUmOBVm1b5cUmBWvlwdwrJ8QR3M2mRC2WRn8wE+WecYrav1/ck1Q1GN5dMlijGWkQx5zjGRjP60dAOMhs9W5/c3nfgbqbNDq0eTsvVwOeGqtbTWn2h7RrwnDFh5RAk4DKBnHYgng8Y4xWhp3m3txbN53nJHGoWFBgARn5mByASWJzx3HWosM2dIdzbWrSFi4X5t3XNa+vHKWx/wB7+lZFk2JSDnhs81ra0d1rbN6Mf5VfVEy2MbNGaTNGa0MB2auv/wAgaH/rs38qoZq7If8AiTQf9d2/lUvoUinmjNJmjNUSOzRTcijIoA8E+LLbvHc3tbxD9K4Y12vxVOfHl17QxD/x2uKrB7m8dgpD0pR1pDUlCUoNNp3agAzRmlpuaAFzS0lFADl+9Tx0qMHmnigD0v4Nf8jDqH/XqP8A0IV7Rn3rxj4ND/ie6kfS1X/0KvZc1tDYxnuO/GkzSZpcirIDNWtP/wCQhb/74qpmrWnH/iY2/wDvik9hrdD9Z/5Cs30X+Qqjmr2s/wDIVm+i/wAhWfRHYHuOzRmm0UyTyr4hWA1T4gaTYs/lxzwKJH/uoGYsfwANXfHczWvhKKzsIXabUpxbooHOOPlA9lVV/Om+L7lbf4maKXQujwrGyAZLgufl/E4H0zXWa7pUVpqUF3ctGLqwtSsDN91JCMvLj1yT9KxludEdit8DdU3eGLnSnfbNa3bMYzwwDYx+GQRXo62Fjov9q6gD5aXUn2m6ZzwAqAHH4D8zXy9pniefQ/EA1PQT9n2DZ83zeeM/MXB/vdcdq9MXxH4m+KmnnSbK1t9OsgQL653sVxnheee33e/rUlHlWt6k+r+IL3UnG03MzSBT2B6D8sVu6X4q+ILafNa6VNfXUCx53PD5nlKvPDMOOP8A61ewaf8ACrwroUCT3cP2+4BGZbskrn2jXj8Oav8AiLxHDouk3U72MqW9rDvKExx8dsJncPbjvQB4ronwv8U+IpfttzJBELj95JNcSHIzySRjOav6n8LbnSxmfUfta7isSWMO9pT/AHQSQN3tzitq3+JLazZraaTYxSX7uDGJoJJIkGOS54yeoAAPIqtv8aatC9tq99a2scgIUZPmRqRgBIYvu/8AAhn6UAcxrnhfSdKtA7a9aJdDhrIN58mfQlBtBHcVx8h/0aXP9010+u+H9O0mQxxa0k0qoS6Og3M/oFUnb9WIPtXKznFvMfUUAUtNHzt9Kkvhz+NM004Y1Jec0Adb8Kf+R2tf+ucn/oNe/ZrwD4Vf8jtbf9c5P/Qa9+zWsNjGpuOzRmm0VZmOzV7UvuWX/XstZ9X9T+5Zf9ey0nuilsylmjNNopkjs1raCfln/wCun9Kx61NCbLTD/bpS2NKe50qmqrcTNVlccVWn4mNZLc1FzUEh+fbUinNV7o4kU1YDpeBxUls3aonIZM5p1uefoaGBPeLut2Fc/rh1P7HD/Zhi37j5nmAHK44x+NdJMcwN7iuW8UxTvpSC3DlxIDhDg45qegGabW/md/s+m2M2/GTNGgGNuPqTnk59OKtxr4ghjZxp1mrKCNkahcnPGDnpwCa5eyfVVkKp9rXr93d/Srr3OtRjPmXo9yG/wqRmzAzR6iPMQoX+8p6qccj862dTO7S4W9JMfoa5i0ad4ori4ZzIXZW38HiulvCH0YH0kU/zq0TLYyc0ZptFaGA7NXpP+QNB/wBd2/lWfV+T/kCwf9d2/lSfQa6lLNGabRTJHZpM0lFAHgPxROfHl77JH/6CK42uv+Jxz49v/pH/AOgCuQrB7nRHYBjNNanUw1JQlO9KbTqAFpvelzSUAFLSUo6UAKKeKjFOTmgD1D4Nc6vqh9LdP/Qq9izXkPwaTF/qz/8ATGMf+PH/AAr1yt4bGE9x2aM02iqIHZqzpv8AyEbb/roKqVb03/kI23/XQUnsVHdEmtf8hab6L/IVn5q/rZ/4m830X+QrOzRHYUt2OzRmm5ozVEnmfjU6jH8SNFn0q0kuryGNJI4kTcWw57f1rrfGmn614ltGtYEj0tLkfvjcPvkVP7uF4ye/PTiu10WGMRzziNRKx2F8clR0GfTmq+rL8u/HQkVhLdnTHZHDeFfg1osMC3GpXM2oydogfJj/ABxyfzr0NzpegW8NjZ2sVtAkgAjjjwC3oo/jb37dTWXDqr2WmGTz7Gyj/wCfi9k+QDuQoxn864LxL430W0a4n0i/m1jXpEEX2+VcQwJ38pOg/D8Sako7vxL4qtdJjJ1fWo9N+UstjZ4kuXHoW/h/DH1rx3U/iRotv5g0rwjbqzc+fcy73c+rHBJ/E1xV1PJNO0krtJI5yzs2Sfqe9ZN6cEUAd03xM1a6hMaWtpEvp87rj/dJ2/pWVfeJNY1JQlzfzeV08mMiOMD/AHVwK561PyirY6UAPTGT2qC6AEEg9qsJ3NV7nJUj1BoAqaePvVLdDjINMsM7WxTpjnIPWgDrfhTz40tj38uT/wBBr3zNeB/Cs48Z23+5J/6DXvWa1hsYVdx2aM03NGa0Mx2av6n9yy/69lrOrQ1Q/JY/9ey1L3RS2ZRzRmm5ozVEjs1f0J8XM6/7Q/lWdmp9ElA1WZPXBqZGlPc7FTxUF2cEGpUOVFRXv3BWa3NiJDTL1d8YI6img8fSnzH5KoCFX/dAH0p9setVt2FIqeBhv+tAGi2Gjx61i62dkGPetdWyBWJ4hfEFFgMfTZvKvo2zgE4rsslk6nNcHbNh1bHGRmu2s5A0S59KAMrWUJVGPOGoY50SX2df51Z1eEtF9en1qojb9Iuh7A/qKBS2MzNGaTNJmtDmHZq9J/yA4P8Aru38qz81fkP/ABI7f/ru38ql9Co9SlmjNNzRmqJHZozTc0ZoA8A+Jhz491D6R/8AoArka674mDHjzUPcRn/xwVyNc73OmOwUw081GTUlBThTM05aAFpKWg0AJS9qSloAKcvBptKOtAHrfwaUEau/f90P/Qq9VzXl3waX/QtWk9ZIx+jV6fmt4bHPP4h2aM03NGasgdmrWmn/AImdt/10FU81b00/8TO2/wCugpPYcd0S62f+JvN9F/kKz8mr2tn/AInE30X/ANBFZ9Edglux2aMmm0UxHMeI/ib/AMIbdHTo9LNzNIglV3l2Jzx0Ayelea678VfFOro8S3UVlE3VbRNpx6bjk17Dqeh6XrKKuoWUVxt+6XHK/QjmsGT4aeF5CT9jlTPZJ2FZuDuaxqJKx4abu5u5A9zcSzP6yuWP61bgb5xzXsJ+F3hnGFiul56ic0D4YeHlOVa8H/bb/wCtU+zZXtInj0oySTwfpWXfD7uK94Pwz8Pt1N4f+2//ANao3+FfhiT78d23HGZ+n6UezYe0ieHWv3Fq4p557V7IPhX4bVdq/bVH/Xf/AOtUZ+FeiHGy6v0I771P9KPZsPaRPJFxtOemKqTk8Y/hPNexf8Ko0oEEalfAenyf4U0/CXSDIXOo32Cc4+TH8qORh7SJ41bLsiLdiaZckb+o/OvoLS/APh3SkwtkLhv71yd/5DoK028OaG4AbSLFgOmYFp+zYvao8e+F0bHxhasoJURyEn0+Wvds1TtNOsbD/jzs4LfIwfKjC5H4Vaq4xsZzlzO47JoyabRVEjs1f1Q/LY/9ey/1rOzWhqh+Wx/69U/rSe6GtmUc0ZNNopiFJ4pNIfbr0v8Au0fjUFoJLfWjcH/UsmCRzg0pIum9dTu4jlBTbsZgNUE1qzVQC7HHohpsmvWjIVCyn0Oyos7m113HRyAqeakd/lwKy4dUSORtyOUPQhRmpjrMO0gRyZxxwOtOzDmj3Hs2CR37VNAfmVj9KpS6rBIpHlSgkcEEcGlTWUVMGGQ8dcjrRqLmRuJnFc/4nfbAPqKtr4gjU/6iQ+vzCsvWb06khSJDHnn5iDg0ahzoybGRXkKMe2RXX2kmyNOe1cpaQS20wcykjGCFxW3FqojTa0bn0O4UWYc6N6TbcwFe9ZJjMFpdxsD9w4po1xQc+S+f94VFc6uLiJ0EBUsu3JfNFmJyVjOzRk02irMB2TV+T/kB2/8A18N/Ks6tCT/kA2//AF3b+VJ9Co9SjmjNNopkjsmjJptFMLngvxQXHjy8PYxxH/x2uNNe0eM/h3eeI9bbUrS+t4i0SqY5VPJAx1HrXlUnh7WYp5ITpF87oxU7IGI4PrisJRaZ0RasZlMNa3/CO65/0BNS/wDAZqB4Y8QOeND1H/wHaosVcyKcDWx/wifiM9NB1A/9sDQPCfiQHnQdR/C3NFgujJ4pD0rZ/wCET8Rn/mA6n/4Dmnx+DfE0pwugagP96LH86LMLowqWuj/4QHxURn+w7n81/wAagm8G+Jbf/WaHfAAZysW7+VFmF0YeKXvU0trcW0mye3liYdQ6FSPzqxY6RqOpswsLG4uSnLeUhbFFmF0el/BucbdVt88ny3x+Yr1XNeQ/DbQNf0vxEbi60+4trRoWSRpV259P1xXrlbw2MKnxDsmjJptFUQOzVrTf+Qna/wDXQVTq3pn/ACE7X/roKUthx3RLrv8AyF5/+A/+gis6vDNS+N3ifUjMzWumQSSrt8yGKQMnGMjLnmqH/C2PEYgigQWixIMMNrs0gznlyxYd/ukdalTSSNHTu2fQHmICo8xMvnaNwy2PT1/Cmi4gZC6zwlQcFhIpAPpnPWvA4vivq9uLMQaVosa2iLHEBbu3yqcgfM5x+GPzqKb4oapcKFm0jQnUSNIFNlxkxlBkbsHaGJGc8nvR7UXsmfQhZVzuIGBk5OMD1pBLGdmJEO8ZTDD5vp6/hXz/AD/FTWLhrp5NO0sy3ESwvJslyEVgwUDzNoGV9O59aE+KerLdxXR0nRGmiCiJmtD+7AlMny/N8pO7aSOcAc55pe0D2R7+ZohuzLGNhAbLj5SegPofY0+vnZPiVq32S3tZtP0m5igZnxPbFzIxVl3OS3zEbiRnv+Vaf/C6fEWB/oOkjAA4hkGcDH9/v1+tP2iuN07LQ92zRmvCf+F0eI/+fLSv+/Un/wAXR/wujxH/AM+Wlf8AfqT/AOLp+0RPs5Hu1Ga8J/4XR4j/AOfLSv8Av1J/8XR/wujxH/z5aV/36k/+Lo9og9nI92zRmvCf+F0eI/8Any0r/v1J/wDF0f8AC6PEf/PlpX/fqT/4ulzoPZyPdqK8J/4XR4j/AOfLSv8Av1J/8XR/wujxH/z5aV/36k/+Lo50Hs5Hu1FeE/8AC6PEf/PlpX/fqT/4uj/hdHiP/ny0r/v1J/8AF0/aIPZyPdqK8J/4XR4j/wCfLSv+/Un/AMXXs2iXsmpaBp1/MqLLc2sUzhAQoZlBOM9uaaknsTKLjuaGa0NU+7Y/9eqf1rOrR1T7th/16p/Wh7oFszPozSUVRItFJRSAWjNJRQAtFJRTAWikooAWjNJRQAuaM0lFAC5opKKAFzRSUUgFq/J/yAbf/ru/8qz6vyf8gGD/AK+H/lSfQqPUo5opKKokWikooAWjcfU/nSUUhi5PqaM+9JRQAtFJRQAtHFJRTAOKWkopAIyJJ99Vb/eGaERIxhEVR6KMUtFAC0UlFAhaKSimAtWtM/5Clr/10FVKt6X/AMhS1/66Ck9mVHdHxzRRRXMdQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX114O8P3E3gjQJVmiAfTbdgCDxmNaKKuDsZ1FdG3/wAI1c/894fyNWbzQ57hbcLNGPKhWM5zyR3oop3dyEir/wAI3df894fyNH/CN3X/AD3h/I0UVXMxWQf8I3df894fyNH/AAjd1/z3h/I0UUczCyD/AIRu6/57w/kaP+Ebuv8AnvD+Rooo5mFkH/CN3X/PeH8jR/wjd1/z3h/I0UUczCyD/hG7r/nvD+Ro/wCEbuv+e8P5GiijmYWQf8I3df8APeH8jR/wjd1/z3h/I0UUczCyD/hG7r/nvD+Ro/4Ru6/57w/kaKKOZhZB/wAI3df894fyNH/CN3X/AD3h/I0UUczCyD/hG7r/AJ7w/kaP+Ebuv+e8P5GiijmYWQf8I3df894fyNWX0Oc6bFbebFvWRmzzjBFFFJtjikVv+Ebuv+e8P5Gj/hG7r/nvD+Roop8zFZB/wjd1/wA94fyNH/CN3X/PeH8jRRRzMLIP+Ebuv+e8P5Gj/hG7r/nvD+Rooo5mFkH/AAjd1/z3h/I0f8I3df8APeH8jRRRzMLIP+Ebuv8AnvD+Ro/4Ru6/57w/kaKKOZhZB/wjd1/z3h/I0f8ACN3X/PeH8jRRRzMLIP8AhG7r/nvD+Ro/4Ru6/wCe8P5GiijmYWQf8I3df894fyNH/CN3X/PeH8jRRRzMLIP+Ebuv+e8P5Gj/AIRu6/57w/kaKKOZhZB/wjd1/wA94fyNH/CN3X/PeH8jRRRzMLIP+Ebuv+e8P5GprPQbi3vIZmmiKq4YgZzRRSbdhqKuf//Z", "path": "003665.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003666
Men Tshirts
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", "path": "003666.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003667
Men Tshirts
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", "path": "003667.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003668
Men Tshirts
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", "path": "003668.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003669
Men Tshirts
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", "path": "003669.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003670
Men Tshirts
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p5B9MruH41ZNp5Nl5DQeZEimNRkZGR6n8Kw1sXdpEERRWyCyNjNNSs7hJXVjT8VeIotU8Qxw25byLSMAN2LsAx/IYH50uh+H7jxTrU92byS2jsQoiljRW3SkdCDwVAzkd9w6Vif2dHZKxb7454/j98evavXPCuk/2RoNvbsMTMDLMfV25P+H4V00vflc48Q1TgoRM+C2uLV5IrkwPOCNzQKVQjHGASSPfmsXxHoWnasfNv9OhuJUGElK7XX2DDmuq1eyvWuPtFmofKhWXIByOh5ryDxh4y1nStdutJuB5JhVSTFg53DI5Pt7dqJwd7io1ItJM6XStJ0+32i2hEaI7AKCcK3cc966HASIHtXluk+OVs9Lghji8xjIzSl8lmyclie5Ndfp3iCDWLFpLd8Mv3o2PKn3rB36m6kivrmpxC4uYThdkYYt+NcTcApJIYyvlqWcJnkcZJ/Gp9Yu3i1CRpWwu50P+6eQP8+tc8bnaSqu2TFnB649PyqooiTKeoTxm5Z1b5XOefWu08FyyNb7jkKxGB7AYrzG4nZ3GDuboMeteqeFrf7JaQQ5yyqN2fXvTqK0SYO7O0C7lPrWfeWIkUkfe7VpRAmnPFvNcrNzmEhltpkkVnSRTuR14INeleHPEyahGtreuqXoGAeiy+49/UVytxZqyjpUK2ZZRkHPtWtKs4GVWkpnq2aWvO9O1fWopPIt7oTRJwTOu8L7buufauhGv3KD5oomwO2RmvRhLmVzz2rOx0dFZFvr8MmPNjZCe4Oa0obiG4XMUiv8AQ81QiWiiigAooooAKKKKACiiigAooooAzKhuruK1j3SHnHyr3NQ3t+louB80p6LXPyyyTymSUlmP6VzzqWRvClzFi4vJLuTc5wvZewqMUxRTs4FYXb1OpRtogkcKvNZl1N15qe4k3Hiq0Fu17eR26feY8nrgdzUtt6IRw3jHXzaxmwtnxcSD94w/gU9vqa4BlJTcO3Nd98QvAs2hzPq1pLJcWE0n7wvy8Ln1PdT2P4Vw6AEGvpcFThCkuXfqeDjJSnU94hRM5yaUpg0BsNx3ApxOTXacViButRsKncUwjIq4sEVm6VBIcCrLqRVeRTg1aNIFYyV0ml+Io/IWC5kEUijAZjww+vY1ysmQaiJ5rHE4WGIjaZ6FCo6buj0pNSaa3HlHzEIyGU5pirczkKE2gncSTya8/tby4s5N9vM8Z/2Twa6XTvGEqYW8txIv9+M4P5dK8DEZVVhrT1PRp4mD+I6WKxyMvnPeta1tWUAAcY71nWXiDRrsgC5WJj2lBT+fFdHbS20iAxTRuOxVwa8idKtB2nFo6oypvZkttD5Yx1Jq9HjioV2gZJAHqSKz77xHpmmAia4EkgHEcXzMfy4H41MKNSo7RQTqQgrth4tEC6E9zJlbmBla1lU4dJM8YNbPhP4v2lxHFZeI/wDR7kAKLxRmOQ+rD+E+/SvK9d8Q3OtzqXXyreP/AFcIOce5Pc1j5r6XC4Fxo8tTc+fxOMvVvDY+vIZUniWSJ1eNxuVlOQw9Qakr5s8HePtT8JyCFT9q04tl7Vz931KH+E/oa958O+KtJ8UWfn6dchnAzJA/Ekf1H9RxWFbDypPyNqOIjNeZtYpKU9aDWBuJSE0tIetAwzVbV+dMjPpIP61Yp11D5+lyIOu0kfUVM1eLBOzRz1wqywjJ7Vy9zp2GkdOucjHrXQJL/CfTvVO6wvTvXmHrx2JYAHgBYDOA304qlcmOMNtCg9jSvceXCGYlQBj61mrHdazfR2tmA0j85PAVe5PtVRjfQUpKKuy/4e0X+3NUW5nyLe1cFx/z0bqF+nevTVHFUNI0uLSdPitIudg+Zz1du5NaFehThyqx5VSfPK4HpWHq/hbR9bLNfWMMkpAXztuJAB0w3tW5R2q2iE7Hz6/h6Oz1S4ivLlmCSMogGI0XnjOOW4wai1y1i0OCLUtIYQyRgK6jneDxz610nxm0+GKbTr6KMLNMskTuON2MFc+4559K831bWZJrNIGYHagUn+8QOT+dck4+9Y7lUUopla+1tb2T5sqJDuIJ4DEnP4dKxGudyAsxBTIx3NVZxllQ53cEgdcV0ng7wTP4muftFxMttp0LgTSH77dyqDucd+gzWsaaSuZSmU/Dumfarv7ZMn7mM5QHo7f/AFq9L0iMpt4PuTWTcWNhpuoLa2Ushsx/qDKMHA6qSOMj9a6fSIDJtMSNIT2Qbv5VhVTbsjWlZK7Nu3GYwfWrCqfSpEs51X94Eix2dufyFSiEYALMfU9M1lGhORU68YkTmKNV3n5j0QcsfwqutnPdNmb9xF/zzU/MR7nt9BV9IkiGEUDPU9zSlm6BTiuqnh1HVnNOvJ7CRxRwRrHGgRF6KoprsT0Xj1zSt5h6cCoyh/vE10JGJGxIoWaaJg0blSOhBqTYaQpmgDTtPEc8WFuU85fUcN/9euhtbyC9i8yCQMO47j6iuJMdLDLLbSiSJirD0NAjvaKxLHXkcrHdYUngOOn41tAg8jpQAtFFFABRRRQAUUUUAcAd0jFmJJPUmlC0meaN2K87dnoodwKimlwp9aHfFUZ5dz03oUNkcnpXIeJ9c1nQtTsrqwE9vEoJEpT93MScFT2I46VvarqCabps93J0jXIHqew/On+DvHeneIrRdB123t45ZF2KG/1M/tg/db/IrrwVKTk6jV0jhxdRW5E7M2fDXivS/G+mS2N1EiXDxlLqzc5DKeCV9R+orxvxLoreHfEN5pbMWSMhonPVo2GVP1xx9RXWeM/Bl14Nuk8Q+H5JfskT7yvVrc+/95O3P41zHjLX4/Ecmn60qeXKbf7PcxjkLIpJBHsQcj6Y7V7FCKUuaHws82rdx97dHN9Cv+6P5VIKjc/MPpSg13HEKw4pgFPzmkpoTRGy1Xkj61bPNNK1dwWhlyW5PNQG1Y9K1zGD2pPKHpVcxtGs0ZS2h6Gp47XFXvKFO2cUc4SqyZAsOBzUqrt6Lj6U8LS4qGk9zJ1GJlsdTSjNLSUuSK2QnNvcDSUGiggM1Zs7y50+6jurO4kguIzlZI22sKrUo6Umk9GCbWx7b4N+LcN8Y7DxEUt7g4VbwDEb/wC+P4T79PpXqSlWUMrBlIyCDkEV8hA13Hgz4j3/AIaZLO633el9PKJ+eL3Q/wBDx9K8+vg7+9TO6ji2vdmfQhzSVT0jWdP13T0vdOuUngbuvVT6Edj7VcLjNea007M9FNNXQVOzBLF2Y4AUkmq+4Go9Uk26SADgMwU/QmplsO2qOadD1A5qhcsVDFhWyFBXPXNYt/8Af2jvXms9NPQytQuQLc9fwHeu98J6Mmm6XFLIubu4UPKxHIHUL9B/OuIs7E6hrtlaFTseTc4P91eT/h+NesKMDiurDx6nHiZ3dh1FFLXUcolFFZ2q6rDpdt5j/NI3CRjqx/wpgZnjLwzF4o0N7J5vIlRhJDLjIRxnr7HODXzfrvg/X9PldJ7SRwr7C8Pzr7EY7GvbrrUr/U33TSsEPSJThQPp3pvk7HjVcgYqJRTLUmtDxzwv8O9Q1G8MurQXFpYK2W3jbJMf7qg8hfVvyr0aaO1063FtbxpCiLsijQYC8cV0bKVTgc4rFudKNxMrsOQwNAXOa06K5kuSgJDxthvfvXf2JmW2VGkbHoDgfpVNdMRZFniGyXGCB0YehrRjAAAHGO1NIlyZMDjilJJHFNwaOcVQkOAJ70hRu7YpQTilPNAxmw/3jShfenCigBAtG2nAc07GaAIymajZQPr2qfFRsMtmgCF0x71raJqhiZbSdvkJwjH+H2+lZrAVCwKkMvUHNILnfUVlaJqP2y28pz+9jHfuK1aACiiigAooooA8582jzM1XL5PTFIXwK849TlRJLLxVGR/nzTpH61ATk4qZDOA8eau095FpsbHZD+8l92PQfgP51yaNx1IPtXqniXwxFrVsJIVCX0a4R+m8f3W/oe1eWSI0MjxyKUkQlWUjkEdRX0mXVKcqKjHdbngY2E1U5nse4fDvxZ/wkekyaVqRWW9t0w/mc+fEeMkdzzg/nXIJ4Ns9P8fXPhW7Vzp2qQGaylH3k2tuwD6qAy/Q1xvh/WpdA1211OIn9y/7xR/Eh4YflX0K0NnqGsWOoonmPbQMYJAM4WXH9BU170Ze7sx0WqkbPocZqnwasJVLaVqU9u/ZLgCRfzGD/OuH1P4c+J9L3E6c13ED/rLQ+YPy+8Pyr6GBweQadjjIrGGLqR31HPDQlsfKdxaXNoSLm2ngI/56xMv8xUI+YZGDX1e/zqVlAdT1DjI/Wsq88I+GdS5utFsmY/xLEEb81xXTHH/zIxeD7M+ZaQive7v4R+GLgkwC7tM/88ptw/Jgaw7v4KIcmy1wj0W4g/qp/pWqxtNmbws0eQhaXFehXXwf8Rw/6iawuQP7spQ/kwrCvPAPiqwVmm0S5ZR1aHEg/wDHSa1WIpvZmbozW6OaK00ip5oZbd/Lnikif+7IpU/kaZj2rVTT2M2mtyMCkxT9tOC072AixikxUxWmhfampCZFijFSlKbjmmTYZRTttIeDT0EJSjrRRRYRt+G/EuoeF9TW9sZBg8Swv9yVfQ/0Pavojw54j0/xRpS31i+D92WFj80T/wB0/wBD3FfLldL4K8VzeFNbW5AMlrMBHcxZxlc/eHuOv51xYrDKa5ludWHruErPY+lKr6zzpkC+sgP5ZqdXWRFdGDKwBUjuD0NVNYOYLVPUsa8SrpFnsQ1aM9Pu1g3RzMa3hhUP0rAuBiRj71556L2NPwtEJPETvjiK0PJ9Wb/6xruxXG+Cgr3moP3Cxr/M12YFd1H4Dz6zvMKWikJxWpkV7q6hsrWa5uHCRQoXdicAADJNcFcXras0d6wYLMiuitwVUjIHtxUPxcnvZvDclnYt+7iZbi8XODJCpBKg/qfXFc1pXxH8O6mwWedtOlP8F0ML+Djj+VMZ16xAEH2p2MSj6VgTePfC0DbW1mByOvlqz/kQOazJ/ij4aimAVr2RP+eqW/yn8Cc/pQB2uM0nlrnpzXGP8VPDKgbGvpfXbbEY/M03/hbHhzvDqH/fgf8AxVAHcBcUpUH61xC/Fbw0x+YX6e5t8/yNWU+J/hRgM306H/atWpiOu2kd808dK5hfiJ4Tb/mMIv8AvROP6VOnjvwpIMLrtnn/AGiV/mKAOgorITxZ4ckAK65p5z0/fgVZj1zR5seVqti+em24X/GgZoCnVFFNFL/qpY5P9xwf5VL2ycge4oAKD0pMil4pAJTKcxA9qydZ8Q6XoFv5+p3kcAP3UJy7/wC6o5NAGmcY5rnvEfizSPDUX+m3G64YZS1i+aRvqOw9zXm/iL4s6he77fRozY25485sNMw9uy/qa88lnknkeSV2d3O5mY5LH1JPWgR6HZ/F3Vbfxba6gyrFpkb7ZLSMZ3Rngkk8lh1r6XtbqG9tYbm3kEkEyCSN1PDKRkGviDHf8a+kfgdrN7d+EW02+gmRLRj9kmkXAkiPOBnrtOfbBFAz1ailooASilooA8oL4NNZ89KhL5Y0m6vMPVHswxSRDdISeg6VAz9qsQ8KKhsCxXnPxA0gQXceqRLhZzsmx/fA4P4j+Vehb8Vg+LUS68M3ysMmOPzF9ipBrrwVZ06ya6nNiqSqUnc8lL4q3d67fXE1gRdzRmCzSFfLkK8Bmx0NV7Sxu9SuBDax5LME3sQqKT0yx4FenWvwr0meOBZrq7SdIlR3iYbSQOSAR65r6TE16UHHnPGoUpOLscZYeM/Emn4+za1eAD+F5N4/Js11WmfGHXrYgX1vZ3qjvtMTH8V4/StC6+DIC5sNaOf7txD/AFU/0rBvPhX4ntdxhgt7xR/zwmGT+DYrNVMNUE41onoemfFjw9foovRNp8vpIpdPwZf6iujtPE2h32Da6vZS57CZQfyODXzhe6feaZL5V/aT2sn92aMrn6Z61XIB5IB+oqZYOnLWLGsRNbn1hE4kXchDD1U5FP6GvlS2vruycNa3U8DdjFKy/wAjXRWXxF8VWIATVnmQfw3CLIPzIz+tYSwUlszRYpdUfReMihcjpXjWnfGfUoiF1DS7adO7QsY2/I5FdVYfFvw5c4FyLqyY/wDPWLev5qT/ACrGWHqR6Gka8JHbXVtb3kZS7ginQ/wyoGH61y2p/DjwtqmSdO+ySH+O0cx/p0/StzT/ABBpGrjOnana3Oe0cg3fkeav45xWalOBTUZHk1/8FZQxbTNZVl7JdRYI/wCBL/hXNah8LfFdiCyWSXaDvbShj+Rwa+gkp1bRxVRGUsPBnyleafe6dJ5d7Z3Fs/pNGU/nVbFfWU0MVzE0U8STRnqkihgfwNclqvww8Maplks2sZT/AMtLVtv/AI6cr+ldEMavtIxlhX0Pnrmmsten6t8GtTt9z6XfwXido5h5T/nyp/SuE1Xw/q+iPt1PTri2GcBnT5T9GHB/OuyGIpz2ZzyoyjujKxxSYHencdqQ1tcwaG4FNqTtTQM00x2G9aO1B4pMU2TY+jvhtq/9seCbFnbdNa5tpfqvQ/ipFa+qvm8hT+7F/Mn/AArzD4KamUv9T0tm+WSJbhB7qcH9CPyr0nUCDqLn0Cj9K+bx0eSTR7uDlzxQx8+Waw74FCTjg1vEfLWRqCFo2NeYepc0/AfMmpn/AGox+hrtBXFeAeG1L/ej/ka7Wu+n8KPPq/GxaztZ1GPSNGvNRmXcltE0pUHG7A6Z960a4TxNNb667WE0UVxYxtkpIuVdh3I7gdqszPnHVvEupaxr97fTXMoe8LCRQxA2H+DHTAHFY+CX969s1T4a6FqBElpG2mXGR81vyhHuh4/KsqX4OIzZttdcA9pbYE/oRTGeXbjjGaY3zdTXqB+DkuONfj/8BT/8VT0+DWQPN14/8Btf8WoA8pK06vWT8GbfoNck/G2X/GoG+DLj7uvIB6G1/wDsqAPLaTrXpsnwavAP3et2xb/at2H8jVOX4Qa6v3L3TnHu7r/7LTA8+z6E/nQxJHU13DfCfxMpwv2F/cXGP5rVeX4YeKo+ljDJ7pcr/XFAHGnnrjH0pMD+6Pyrppfh/wCKos7tEuTj/nmyP/I1nT+GtctgfO0e/THXNuxH6UAZqSNEcxsyH/YYr/KtG28Sa3ZkfZ9XvowOyzn+uazZI2hbbKjRn0kUr/OmnP4Yzkc0AdjZfFDxPakCS9iuk9J4VJP4jBrp9O+MyAqupaQQMcvbS5/8db/GvJTgimHOKAPVPFHxbedUg8PAxIyfvLiVMSK3oqnj8ffivMrq8mvLh7i5mklmc5aSRizH8TVUZzWlo+h6lr10LfTLSS4fOGIGFT3ZugoAo9ea1ND8N6r4inEem2jSjo0x+WNPqx/l1r03w/8ACSztNk+uzC7l6/Z4iViHsT1b9K9Fgt4bS2WG3hSKGMYWNFACj6CkBwfhz4Z6XpAW41JhqF2OQGXESH2U/e+p/Kusk1618NEateyeXbwEB8Dkg8bQO59BWD4j+Iei6GJIoZBf3g48mBhtU/7T9B9Bk149rvifUvEV5597KNiE+VDHwkYPXHqfc80AfZNvPHcwRzwuHikUOjDoykZBqavPvg5rX9r/AA7sUZt0tizWj/ReV/8AHSK9BoAKKKKAPGdxJNNL471EZOtN5c4HA715DZ6pOnzHParAfaKgDhQAKVVluHEcSM7noqjJqbgEk+Kyb+2v/ECzaLpSq88gCzytny7dD1Ln1PZetdfbeEHm2Ne3JjjP3o4Dhz7bu34c+4ro7OxtdOtUtrOBIYU5CIMDPqfU+55rroU+WSmznrVFZxifKWo2l1ZX8ljcblkt5irR7shXBwfbPvX0tbZWVHbrgZrwLxqrW/jrVyuNyXruMjIznIrVsPir4gtOLmOzvBuzl49jD2yvb8K+hxeGnXjCUTzKFaMLqR9DxjilY7TXlFj8aE2qLvRHB7tBOD+hFb1p8WvDV1hZ/tdo3/TSHcPzUmuB4Wqt0X7aD2Z3ckFveQmK6gimjPVJUDD8jXOX3w48KXjMx0lYWbvbyNH+gOP0q1p/i3QNQIFrrFm7H+EyhT+Rwa6GN1kTIIK+oORUp1Idx+4zza5+DmjS5NpqN9bnsH2yD+QNYF78HNXiObHUbO5H92QNG39RXsxXB4pVJrRYqoupDoQfQ+c7/wAC+JtNDNPpE7Iv8cGJV+vy/wCFc64eNzHICjj+Fhg/ka+r/eqV9pen6lHsvbO3uF9JYw36mt4Y1/aRlLCLoz5byVYOCQw5DDgj8a6LTfHPiXTFVbbV52jXok+JV/8AHs16tqXws8NX25oIZrGQ97eT5R/wFsiuTvfg5qEZZtP1O2nTssytG36ZFbKvSnuZOjUjsR2Hxh12Bh9stLK6XvhTE36ZH6V1+l/F/Qrzal/BdWLnqxXzE/Nef0rzK/8Ah/4o0/LPpUsyD+O3YSD9Of0rnZYZbaUxzxSRSDqsilT+Ro9jRnsHtakNz6f0/X9H1YD7BqdpcE/wpIN35da0SvrkV8mDIYMOGHQ966HS/HfiXRgFttTlkiHSK4/er+vP5GsZYNr4WaRxPdH0ljFRyqkkbRyIro3BVlBB+oNeT6V8amwqavpIJ7y2j/rtb/Gu40fxz4d14qlnqCLO3/LCf92/4A9fwNc0qNSG6N41YyMjXfhZ4f1fdLaI2m3R53W4zGT7oePyxXl2v/DrxDoIaVrYXtsP+W9rlsD3XqK+hSdrYpshIGRnIqqeKqUyKmHhM+Ti3ynFIOBmvZvipoukvoM+qC3WHUkdFjeEYMxZgNrAdeMnPXivM9J8H+INakRLTTJtp6yzDy0A9cmvUpYiE4cz0OKdCUXZGETnmivV9O+DqsgOoasSw+8trH8o9tzdfyreg+FHhePAdL2fHUvcEZ/IClLG0kNYabPNfhxqH9n+PNMYthJnNu3/AAMYH64r3K9/5CcmfUfyFZVp8O/C9rcxTRaZ+8jdXRjM5IYHIPX1Fat+f+JlK3fI/lXjZhVjUtKJ6WBpShoxx6VnXYwj/SrjP8vWqd380ZI9MV5h6SLHgWULe6jB3YK4/Akf1rtycCvLdCv/AOzvEVu7HEcrGFznoG6H88VJ4w8crK76XpsuUztlmRvveoX29664TShqcc4NzOg1vxIk0jafYzISRiSQMOR6D/Gs2GAIvQ5rnNJtBOi+ZGGHXkdz3roUhltuEZ5Ix/C5yR9D/jRGvFjlQaRI67SPeuAPxbsIpHjl0e8VkYqSsqHocV3jzqVBHUHken/16+evFdsLLxVqtsn3EuXK59D839a3TMbHpi/F/RCOdO1EH0wn+NPX4v6JkZsNRA9dqHH614t+NGaYHty/Fzw6x+aHUU9/JB/katx/FHwrL967uI/Z7Zv6V4OM0c+poA+g0+IXhWQZ/tmJf96Nx/SrkXjHw1N/q9dsD9Zdv86+cMkc5P50hOcZ5x60wPqGDVtMuQDBqNnLn+5Op/rVpSsn3Crf7pzXyngE52r/AN8ipobq4tzmGeWI+sbsv8jQB9UYA6ig44wcY9DXzXa+LfENkQYNavlH90zFh+RzWxb/ABR8UQYD3UE47+dbqSfxGKAPeJbeGdds0Uco9JEDfzrCvvBHhjUNxn0S0DH+KJfLP/juK89t/jLfx8Xek2kvHWKRk/nmtGH40WLL+/0W7T/rnMjfzxQBY1H4R6BKGNndX1o3YbxKv/j3P61ymrfCy806yuLuDVraaGCJpHWWIo2FGTjGRXTH4vaHIcGy1Fc/7CHH/j1WLf4n+GJnCvNdwg8fvbY457HBIoA5zwf8MEvreHUNaldUbDizVcMQeRvbt64Feu2tla6darDbRRW9vGMhEUKqj1P+JrzjVPiU+h3+o6d/ZgluorlgskkuI8YGCQBnpXAa74x1zxBlb69YQdRbwjZGPwHX8TQB6v4h+Jmi6SXhsj/aN0uRthbEan/af+gzXlmv+Ote1/dHcXZhtWP/AB7W3yIPr3b8TXOA5o2ksAActwBjqaAGdsdvSpra1uLy4jtrWCSaeQ4SONdzN9K7Xw58MdV1ZVudR3adaHBAdcyuPZe31P5V6zo3h3S/D9t5Om2qx5GHlPzSSf7zHk/TpQBX+DOhal4ZhvbfUpI0N6VlS3U7tjKCCS3TJGOB6V67XnscjwTpMn3kYMK7u1uFuraOdPuuufpQBPRRRQB4bkFuuat2ttNc/LbxPIf9kZrr7Tw1p1qQxjMzjvIcj8q1VREGEUKvoowK8xUG9zudddDlbLwxK533cvlj+4nJ/PtXR2tlb2Uey3jCep7n6mpzTO1bwpxiYzqSkOopvHrS+taozZ81ePct491v/r6b+QrmnXng12PxIt/I8f6rwPndZBj3QVyLcmvqKLvTR5EtJMtQ/cFB60Qf6sZ7U9hmn1M2RnnrzV+x1zVdNINlqN3b/wDXOZgPyziqRGKSpkk90CbWx3OnfFfxRZYWa4hvUHa4iBP5rg10ll8apcgXuiofVreYj9GH9a8jBwakDelYyw1KW6NVWmup71ZfFvw3c4W4W8tGPXzItyj8VJrpLDxJouqgfYdUtJj/AHRKA35HBr5kBpT2OOR0NYSwMPss0WKmtz6tGe/SnV8xWHiXXNLI+xardwgdFWUlfyORXUad8XfEVrtW6S1vUHXemxj+K/4VzSwM1sarFR6nuy9ajubCz1BNl5aQXKek0Yf+YrznTvjJpkpUahpt1bE9WiYSL+XBrr9M8b+GtUYLbavbhz0jmPlt+TYrB0qkOhqqkJGdqfwu8MagGaG1ksZT/HayED/vk5FcNrHwf1S1Bk0m6ivl/wCecmIpP8D+de1q6ugdWDKejA5B/GmMeaca9SHUTowkj5e1LQ9U0htuo6dc22P4pEO38+lZ24Y9q+rnCyIY5FDxngqwyD+Fcbr3w38PawHkig+wXJ5822GAT7p0P6V1wxiekkYTwr+yzyfQ/Huv6CVSG8Nxar/y73JLqPoeo/A16d4f+Kmi6uVt77/iW3R4HmtmJj7P2/GvNvEPw61zQ1aeNFv7QcmS3zuUf7SdfyzXGMTyOT2xW0qNGsrozjOpTdmfSGpa7pMF+0NzqNlCyYcmaVRt9CBnk1THjzwmhKHW7c8843HP1bFfO0tpdxyZubaeIDp5kbL/ADFPDDAGR+dZrA0+sjaeIktkfSsHjDw9ckCPXdP9l84DH54rTh1TT5yPKv7STPTbOp/rXyxgHtmk2Ac7R+VH1GPRmaxcuqPraE72BU5HqKytQ/5CMvPp/IV4b8OLi6HjrSIYrmZI3n+dFkIDKFJII6EcV7fqLf8AExl/D+Qry8fR9laJ6GDq+0bZEWxUU2DE30oLgCmOwKN9K809CxzeoKPMwRwRziuJtEcao0R5KSFSfoetd9epnLDtXJWsP/FR3S8cvu49wDVJ6Akd/pEYWJQq1tbABgiqOloEiHsK0WYAZNIGYOqq0CmWLAPcHow9DXMXngbRvFFzPqU8l9BcMyo4ilG0kKOcEV0utyjYV+lQeHLgSSXUBIzlZM569j/SuijJ3sc1aOlzkpPg9p7D9zrN6noHiRv8KpS/Bu4GfI1yJvTzbcg/oa9X6GlFdZzHjE3wi15CfKvtOkH+86/zFUZPhd4pj+7bWko/2Lof1Ar3aigR8+SfD7xXF10WVh6xyI39aqSeEPEkf3tC1AfSHP8AKvo6nLTA+YZtI1O3JE2m3sZHUNbuP6VTYeWcP8h9G4/nX1ZuP94/nUMltbzrtmgikU9njDfzoGfLHB5Bz9KjYmvpa78HeHL0Hz9EsmJ6ssW0/mMVhXXwt8KTZK2txAf+mNwwA/A5oA8EJOKaSa9pl+EegNnZqWpJ9djf0qBPhHoQIMmq6i49Aqr/ACFAHjQDHtmlWN5WMcas5PG1ASf0r3W2+G/ha1IzaS3BHeaUtn8OBXQWWkWFggSxsIIABgbUGaAPAr231u6ml1PU7WVS6qGkZNucKFBx9AKzihLhQDuJwFHU/h3r6Uu9IhvVUTosuOisMj8qr6Ro+i6ZcPHYadaW9xGBuaOP5uehyee1AHkWg/DXXdZ2yzxDT7U/8tLgHcR7J1P6V6t4e8DaL4bVZLeHz7vGDczgM/8AwEdFH0/OujVv8mnEUARkcUY9qk20uykwIClbnhy9CO9k565ePP6j+tZLAKpJOAOSScYrJudW8twbJv3in5ZsfdPqB3/lUSkojUXLY9Qoqlpd0bzTba4JyZI1J+uOf1q7Vp3Ec6aTNJuz7U01jYsCaSiigYUuaTPFJQDPEfi/ZmHxbDdY+W5tVP4qSp/pXnXevXPjXFhdHn9pY/8A0E15FX0eClzUVc8qurTZZtzkY96nqtBw/wBat1tLcwbImGaTGKkIppFIExtA60d6CcUIZIDT+1Vw3NTA5FAC0xuDT6RhkUE9RqvnipAwPXmocYNOzxSKNOw8Rarob79Ov7i3P91HO3/vnoa7fQvjRdwMset2iXMfea3Gxx/wHof0rzKXlaqjiolQpzWqNIVJR6n1Fo/jLQfECAafqEbSn/ljJ8kg/wCAnr+Ga125XINfJaPtIIOCOhHUV1+g/EjxBomIzcfbbUDHk3R3YHs3UVxVcB1izpjil9o96nJ8o1zGoeFNH1TWba/e0RbqB1kLxjb5mOgcdDz+PFUdF+Juh6wogvXOm3DdFnbKE+z/AONY6fFrQ4dRuUexu3RZSiyxlSGAOM4JBrjVCunaKZvzwkrs9QiUMcFA+f7/ACKJtI0y4A+1WFlIP7rW6H+lcXa/FnwzIoDNew+7W+f5GtKH4leEH5OqFT38yBx/Sj2NZdGP2lNmhceDPDt4f32h2AQf3YQp/Ssu6+GXhS7+7pn2cjvBMy/1NaUXjbw1eECPXbH6NJs/mBWrbX1peL/ol1BOB/zykV/5GlerHuC9nLTQ5bw78NNL0DxHFq9pdXLeSrBYZcMAWGM568Vraq+NVmH0/kK6KAfKT71y+snGrT/8B/kK5MXOU4pyZ0YaCjLQiLDtSfwH6VCHOKUtlcZriR3WKV0AENcrbJ/xU1wR/sf+g11tyoZcVg2VsW164fHy7UH6U+gHZWTbYhz2qaabah5qnAdkYpl3KVTAPJqUFjD1W5aSfGfrRoLeTq8RH/LQGM/iMj9RUMg8yUsT1Ndd4d8NOlnNqF0m1zEwgQ9Rx94/0rekry0Oes0ok5HpSdKdGcqD7UrL3ruOMbmijaaMUCClFN5o5pgP6UhPFOxlabjHFAxpYimbietSFaTaKQETDNM8se1WMCmsKQEIQA8inqnoKeFzT8hFyegoAYxCL/tHgVzuryPY6stxDwRGoYD+Ic5H61uxsZpd5+6p4FYXip9kEsijlQACPWm2CNu2mW5gjmiOY3GRVgA5rjvBmoPtksJGyBmSLJ9/mH9a68zIg+Zxn+6pyfyFJyQ7PoSgVXuL6OBtgVpJf+eadfqT0A+tRyPJMxw2yLpgfeP1PamCJI49qKFHXiuapiEtEb06De5UuBLdLm4YbeoiT7o+v96qUw4J71pNWdcDG6uNyb3OuMFFaHbeCbsTaO1vn5rdyPwPI/rXT96898EXRj1ea2bpNHkcd1/+tXoI6V6VF3gjgqx5ZM5nNLnmkpKQDqSkooAKO9Npc0gPLvjbMg0vSID/AK1p3cf7oUA/qRXjanIr0L4y3/2jxZb2atlbW1XIHZmJP8sV52nWvosFBxoxPNrayZYiPziro6VQXrV9DlB9K6JHLIWmnrTqKkgiIppqUim7c0Foizino9DIRUXKmmMtjmio42yKkpEvcifg8UL0p7CoqCkK/SqrcMatkZFVH4Y1SBbig05WqMdKUHFMbRWuZiJDg8UtsMjNVJSfMY4yM1dteVHyEfjTujeUbQL0Q4FSUIAB0IpxwRxUtnExh5pY5JIJBJDI8Ug5DxsVI/EUd6a1J2Gm0fQXwpvNR1Dwi91qN7LdM1y6xNKclVUAYz9c1b1o41ef/gP8hVH4QNu8BoP7t1KP1BrQ15CuqSZH3grD6Yx/Svmcevedu57+Cd0jNZgV460IxIqFhzQGI715qPRFnYjOOvamWtr5OWJy7HJpPvSAk8Cpw2elUBZL7VqnIkl1MsUSO8jHAVRkmtjTNDutSIfmK37yMOT/ALo7/Wuv07SLPTEIgj+dh80jcsfxrWFFvVnNUrpaRMPQfCSWbC6v1SSfOVjHKp9fU/pXUsmY2XHUEVIBxRiuuMVFWRxyk5O7OGQbRt9KlBGKbcIY7qVfRz/OkU1YiSjFIaXNMBCg/GmlcU/NIeaAGr0pStBHoKVTnrQMbjFGKeRmo2kVTywFIBCOaNuaQyp2Oc04HINABjA6VSnmMh2Ifl/nS3ExIKA45596W1jLHeRwKQE0Eflx479TXMeI1NzbMBnBkya6a5k8qBz3xWHPGJU2kZpMaOXtUazzMg5T5hn1rvrmylsXjVwQsiB1OMA5GSPqK599NMoCKMF2VR+JAr1LUdOjvrIwHAZR+7bH3SKynDmRpGfKziw3rQzjFRTq9vM8UqlZEOGFQ+bniuCSszujJPUmaqN0nDHsRV1AWXNRzR7kINSaFPR7z7DrdpOWAUSAMfY8H+detDpXi8q7JM+9etaTdi90m1uQc74wT9eh/Wu3DS0scOJVpXMYnNFFJmtjIWkNJmigAoHJAorN8QXw0zw5qN6Tgw27sPrjA/UinCPNJIUnZXPnbxdqB1bxZqd7klJLhgmf7q/KP0FYoPNSSAjvUWOa+ppx5YqJ5TfM7ky1chbK1RB6VbgPalIyZYIpKdSHpUIhoQ0mcUtNbNMEwLVDJTzmmsM0y0MjbirCtmqnQ1LG1ANXLB6VCcgmpQcjFMcYHFISGA5qtNwx96n6GoZx0NNFLcjB4oJxTM80rHjOasux23hrQbe68AX9zdQhjd6pHCjdwI0JOD25b9KuW/w6glXdDqEiA9A8Yb+WK6O001tK+GvhqBwRJcyyXbg9i4yP0xWrYcRKK+SxeOrQxElCWh71HD050VzI46T4bXyqDDf2z/76sv8AjVOb4f65EPlFrJ7LN/iK9TB4obpRHNK66mUsvovoeNT+Fdbt879Pkb/rmyt/I1k3NpcWjYuLeWE/9NEIr22eqcirICrKGU9QwyK3hm9S/vIylllN/C7F34LjHhK8bOd163GenyLXa67pstzbxXUKF3jUq6r1Izn9KqeE7G1sNCiFtbxwiVmkcRrgM2cZP4CustuYFpVWqzb7hTTpJJdDyyWUK+1lZD6OMfzpu9T/ABL+Yr1Z4I5Pvxo/+8oNQjTbFTkWVuD6iJf8K5vq3mdP1l9jzmz027v3AtoGcH+MjCj8a63TPCtvagSXZE8v93HyA/TvXRBAAAFAA7Clx7VpGjFGU60pDQMDGKWlorUyFBozSUUAclqSbdQnH+2TVTOK0NaXGpSe+D+lUCKaAercUZpg4FOpgKDTs8UynA4oACcCo2Zj0FSZFLkVIERiYjLP+AoESD3PvTyc0gHNAChV9BUFzOqrsX7xp88wiXHf0qiiGR8nNMBIoyz5PStBBtGP5UkcW1RTLmXyIiQcMeBQBTvpd8oQHhev1qttycUoGQzHk5qS3Te24/lUtAWbKASX9omOsyH8jn+leg9TXG6LHv1u2H9wM5/L/wCvXaAcUwZzniPSDdRfa7cfv41+ZQPvr/iK4pT82e1ersARXDeJdHW0uPtsC4ilOHUdFf1+h/nXLWpfaR0UKlnyszrdgRj3qV1BWqNpLhuelaB5U1xs7rmLfRc5A5rs/A975umPaMfmhbKj/ZP/ANfNcteLkUzQtQOma7aSFsRO3lSfRv8AA4rahK0jCvDmidcTSZoyOabXYcgvc0UUUAFcb8Ubv7N4InizhriaOIe/O4/otdlXl3xjuzt0myB4JkmYfko/rW2FjzVkjLEO1Ns8kkAxUBXmrLg1ERzX0x5UXcavFTxnFQ4qRDg0pbCkXgcgGlpkTZQA9afWJLCmMM080lNARYNIQamwM0u0elNsZSkXvUW8qea0GjB7VWmtsjK80rlJodFJmpm5GRWYGMUnWrsUu5RVMHHqNIwabIMxGpXGBTDyMUkK5QzV/RdLk1vW7HTIs7rqZYsjsCeT+AyaoOu1yMV6P8FLFbrxhc3bDIsrUlf95yFH6ZpVp8lNyOinHmaPSvHEccNvpMEShUjLhB6KFAFZllwora8eQk2ljcDpHKyH8R/9asG0f5RXw+Iv7Ztn0dD+EkawcYprPVcyYFJvyaQxsxyKrepqeXpUcMZlnSMdWYL+tC3B7HoWlR+VpVqmMfuwfz5rdtf+PdazQAqhQOAMCtG1/wCPdPx/nXqw2seZInoooqyAooooATApcUUUDDFGKKKAOc1xcX2fVAf51l1r6+P38R9U/rWQOaAE706mnrQCc0AOxQaBS0AJRS4oxSAQDNJLIsSZ79qR5BEuSfwquI2lbc+f8aYDERpm3tVqKPFPRQBS8DntQArMFXJrHnmaeTPYdBU13OZD5a9PambPIgyw+dqAIG/uir0EPlp6k1XtUEkm454PWr/CrmkBf8Nrv1aZscRw4z7k/wD1q6wVzXhNQwvJvV1UfgK6WgArO1mAXGk3UeMkxkj6jkVoiobkf6LL/uH+VKSuhrc8zht9pAzkmtAYCCq6DBB71MDgV5ctz046opXg5rHlX5vQg8Gtu5HBNY02C5oi7MbV0d3RRRXpHnC0UdKTIpALXi3xVuhceLUgBz9ntkU49WJY/wBK9pHPFfPXjC6+2eM9XlByPtLIPouF/pXZgI3qN9jlxkvcsc8y1Ey1bK5qMpXuKR5UWyrjFC9aldajwQaq9y7lmI84qeqaNgirg5UVnLcANJS0lCAO9LnFJRQwHhhQSMU2ms1IRDPCrg4AzVJXMLlW6Vobqr3EYdc45qkVGXRkoYOuaZ0qtHI0Z2sTU+8EUxtENwOfrXrnwGhAttduNvJlhjz9Ax/rXk0gDD6V7F8DPl0XWVHX7VGf/HDXLjn+5Z0Yd+9Y7vxlF5vhq4I6xuj/AK4/rXE2bERjmvQtdTzfD9+h/wCeDH8uf6V53ZKWjGa+RxK98+gw2sLGguWqdI+9QxiriYC1ijVkMqYWn6LH5uuWqHpv3H8OaWUjbVjw2M69GfRGP6VrT1mkRPSLO4JrRtP+PdPx/nWZWnaf8e6fj/OvUieY9ieiiiqJCiiigAooooGFFFFAGF4gHzQH2YfyrFHStvxB/wAu/wDwL+lYWcNQA4rSCng5FIVpgA6UtJRQAopHcIMmlFRhfMkJI4HApAMVDK2+Tp2FTAU7HFJQAdqp3E5A2rU877YzjvVe3h3tuI4HWgAtoOfMYc9s1XuZPOnKr24+tXryQQwfL948CqNgmZS3YdKQF2CLy4wKjupCseBVkkAVn3T5BHoaAOs8LxbNI345kkY/0/pW5WdokXl6PaKRzsyfx5rRpgFRXH/HtL/uH+VS1Dd/8ec3/XNv5UnsB54nIB9qex4qKM4UD2p7NxXlS3PThsQTnKNWNIvzGtef7prKkGDmpLO6ooor1DzQPSm05ulNpAMuLhLS0muZGASFGkYn0AzXzK1w9zcSTyffldnb6k5r274k6l9g8ISwq2JLxxAP93q36D9a8OQAGvVy+FouXc87Gyu1EloIzSil7V6BxELLUJTmrRApuzvVBcr+UT0GamiJVcNwaduEY5qrJOS2aTKSbLoOaKrRzA9TirAORSHYU0g60vSkzQIDTTzUgXIppjK80XJbImUqeKbz3qYK3cUMuB0ppi2KU6ZwcVCrdvSr7IDVSWEr8w5qjWMrig5Fet/A+UCLXIe4eF8fgwryFTiu/wDhBqJtPGr2hP7u9tmXBP8AEvzD+tYYuPNRkkbUHaoe36w2NDvif+eD/wAq4KyiPlrxXaeI5dmhzLnmUrGPxP8A9aubghwgGK+OxOs0fQ4bSLEWPkVOF4p6x0MMCskaleXpzVzwuM6y59Im/pVGduOK0/CaA39zJ6RAfmf/AK1a0V76M6vwM62tS0/49k/H+dZdaln/AMeyfj/OvUR58ieiiimQFFFFABRRRQMKKKKAMLxA3zwL6AmsJ+tbOvn/AEqIf9M/61jNQK4qmn5yKhBpwNFxklFJmjNMBSM05RhaSgnmkA6mMfegtTCfWgCKbJ47VNAmyOmbQzj0pl5P5abFOGb09KAKd3MZ5cDoDgVcto/LjUY7c1UtogzBmHFaOAAPfigBkzbVrLkJYkDqeBV24YMpqKwi8/VLWLGQ0q5/nQB6HAgjhRAMBVA/SpKRetLQIKilTzIXT+8pH5ipaQ0mM80wUYowwynBH04px6VY1iM22sXSHu+8fQ81TDfLXlz0kz06bvFEcxBBrKmPWtOWsqflj9ags73NFNo4r07nmjzSYGKQ5qOeeO1t5Lic4iiQyOfQAZNCV3Yd7I8i+KWqfa/EEWnI37uyjy3++3J/TFcBj56vX1+2p6pd38nD3MzSYPbJ4H5Yquycg19BRgqdNRPDqyc5tgop22kUU6tDMbtqN/lxU1QzdjTCxG8LSHg8Uz7Ecc1NHL2NRyXcitjbxQzVNrYja2KcgnNLE7JkE0xr3J5XNQvPuOQMUWHZvc0BJu4zSjrWcJ8d6mS5Ap2E4mknpUc86QjLGoUuU7mo3QStu7UlEjltuRSauqEhUz9aqtq7sfu8Vba0jb+AZqJtOjYdMH2q+VGsXS6oamqIeGUj8asrcQyrgMOazpNMcZKHPtVZoJojllYAd6RfsqcvhZsNCpyVNX/DOof2V4o0q+3YEN0hY/7JO0/oTXLiVx/Gfzqe1aWaZIEBZ5WCIB3JOBSnbkd9i40Wnoz6n8QOJLmC2zkRguw9zwP05/GqCJ7VBbCVkQzy+bKFUO543EADP6VbCkV8PUfNNs+ipx5Y2ExioXbANSseaqzP1qbFFaZsg10XhKP/AEa5lx95wv5D/wCvXLyvkkCu08NR+XosbEYLszfWt8OvfMa790181qWn/Hsn4/zrKrVs/wDj2T8f516C3OCWxPRRRVEhRRRQAUUUUDCiiigDnvEH/HzEf+mf9ax2AxW14gH72Fv9kj9axW5FAiMdaXdQcCm7SaAJFfJp5x1qMLijeAOtAxzvjimFyT0pFUsealVQBzSAAmeTUbEFsCldmY7Vzt7mmMyQKWamA55Bbx7jyT0FUEV7iUse9SBJLpvMc7V7A1cjiVF+WgAiQKoHpSyt90DuaHIRCTUanc2T0ANAiGQhIyT6Va8NReZrcRP/ACzVm/TH9azpyWlI7Ct7wjF/pN3Lj7qqgP15/pSYzrRxQetAOaQ9aBAKDQKU0DOL8XQiPUYZsf62Pb+IP/16wl6V1XjKINZW0vOUlx+Y/wDrVyy151dWkd+Hd4EUpwKzJx82ema1JcYOazLjmTj6VlHc2eiO5ooor0jzgJNcP8Tta+w6Cmmxtia+JD+0a9fzOB+ddwBkgetfP3jbX01bxTeTmT/R4m8iHJ/gXjP4nJ/GurB0uepd7I58TNqFluzFRcPUxAxWebmWXIt0wB/G3ApVgmkyd0sn0+Va9SpXhB2ucEMPNovAU4dMVRNvOp/1pX2BzTx9qj/iVx7isvrcCnhJlvbUcke4Y6VB9sdDiSIj6Uo1CA9SR9RW8a0JbMzlRmugjIE75pqqHoDxTNnzBipkMS8Bl/OtLoVmiP7HG3OKabFO1WgykcMPzpc4PY0XHqZ0lnjpmoWt3FbPbpTWTd1FNSBMxQGT1p4nZfpWm9tGw5FRGyi7Zq1JBzrqVhcnHSnrOT2qYWaD1pfsyDsadybxIw+aVhuBBHBqTykA6GmuQo6UEX7GTdWOwF4+R3Fa3gKx+3eL7PK5WDMx/wCAjj9SKru5weOK6z4V2W7U9SvNvCKsS/UnJ/kK4swm6eHk0elgm5zSZ6xbD5c1YJ4qKIYUU5m618fFH0DI5G71Rncc1YlcYrOlfJIpkjMl3AUcnpXo9pCLazhgH/LNAv6VxHh+0+16tHkZSL9434dP1rvO+a6qCsrnLXld2HVqWf8Ax7J+P86ygc1q2f8Ax7J+P867Ec09ixRRRVGYUUUUAFFFFAwooooAxPES/uoW9yP5Vgmuj19M2Sn0f+lc4OmaVhETDmnrwKdTWbA4pgNd+MUirk0qqScmpAAKAHKAPrSY3Zpe9FABgAegqtt+0zZz+7Tt6mpJjuAQHG6pUUIm0dqAG7QO1LkAUjMRUZYnrQA2Q7yM9B2oLbEZsZwpoNJJ/qXz6UCK0acOc966rwpCU0x5j1llJH0HFcvnZaFsckkV2fh7H9hWuOwP8zQM0160HrS0UAIKU0UGgZheK4hJoMrd42Vh+f8A9euMj5Fd9r0fm6HeLjP7on8uf6V5/AwMea4MUtTswr0ZHO2M5rPCefeRRA43Oq/mat3h4NRaMvm69Yoeczp/OsKavJHRN2izsqKKTIr0TzyvqNwbTS7u5HWGB5B+Ck/0r5TiEl/qAAG4E7mPt3Jr6q1RYJNKvI7qQRW7wOskh/hUqQT+tfOlnp8drEUjbcmeZMYMnocdh7V24eqoU5LqzGavK4wLGvEUYbb0ZugP070jLI5y0rA+wqyxVeAOKgduc1k9dRkbow6Stn3o3Sjowb6igsDSE+lIYokBHzriomiikBOBmnMeKi3BT938qkCM2Sk/KSDTDaOrf41YVw33WH0zQGYHmndrZisVjbSDndijy5F7t+Bq2JVPBGKfwR1BqvaT7icV2KiGTP8ArHH41bUM1urebIG3EHn06UBBjOKQNsgwf+eh/lT9rU7hyR7EbCfI23DfjQ/2uNseaD+FOVizADrnippz++YenFXHEVV1E6UH0Kfm3nbaaPNvT/CKn5A4FKC2KpYur3J9hT7EAku+8QP40vmXB62+f+BVOVcjgUbHxVrG1UL6tTfQrlmwcwMPpzXqnw8037H4cSZoykl1I0xB646Ln8BXm1vBJc3kNsoyZXCfma9w0+FYbeOJAAiKFUD0HFcGPxk6kFTZ14LDxhNyRdXgVDLJgVKxwKpyt1rykemQSsSTVKQ81PI3vVnRtP8A7SvwjD9zH80h9vT8aqMeZ2Ik7K50nhmxNrp3nOMST/N9F7VtZ5pq4VQAMAcACiu6MbKx58neVxy9c1r2XNqn4/zrIFa9l/x6x/j/ADrWJEixRRRVkBRRRQAUUUUDCiiigDO1sZ0yQ+hB/WuWHSut1VN+mXA/2M/lXILQId+NJjmkHWnZoAXNJmkzSYzQBJmkY8UDikILGgAjXJJPapKYOBQWNAA/IxTAPWgk5ozQAgAzRKoMLj1FHvUbScMPRaAKt3Jul2gjavNdb4Ul36WU7pIR+B5riXO6Qkd66jwfJ891EfRWH8qLgdZRRRQAUGiigZT1JDJp1wirktGy4zjgjmvNbVv3IGQSOOK9RnwIJCem0/yry22G2HI74rjxS2OvCvdEF+cLVjwjGJfE1rn+Dc/5A1Uvz0rS8GrjxLD/ANc3P6VzUl76N6vwM6H1phPFOPemMQMk8Ad69A4DgfiZqTLb22mqflkPmyjPUDIA/PmvMpZSeMYA7VreJdSbVNburkyM6FyseT0QdAPasF25raKsiBGbrURahjmombFUArHFN3GmlvWk3AUgHF8HmguDxximE5phANIB7or9Bg+opA8sfH3x79ajDMv0qRZVPFAD1kjk+XlT707ycHIYio9iMeuDShXjOVbP1pDJwSOvSnT2rrCkpwUIz8p+7n1qJZc8EYNaCeVEkZyXXy/mXjDe1JgUrZMuWJO1OWNKx3OW9Tmnl8xhAAqDsP8APNR7aaGhwwaeCBxik4pc5oDQcKU9OKFoI5phobHhS1M+vJKQCIFL/j0FeuWo2xAkY4rz/wCH+ntK93dMv7vcqA+uMk/0r0RhtQ9q83EO8zuoK0SKeTis6aTPerE7EA881nuSawOi4nzSSBEBZmOAB3ru9I08abYrFwZG+aQ+/wD9asTwxpoLNfSrx92IEd+5rqe9dlCFldnHWqX0Q70ooFFbnOKtbFl/x6x/j/OsccVsWX/HrH+P86qO5MixRRRVkBRRRQAUUUUDCiiigCOWMSROh6MpFcOQySMrdQSDXeVzOt2BiuDcxpmN+Wx2NAGSDzSjNNGMj3GaeOtAhMc0oAoxzS4oEBpR0oC04CgQ2jGe1PwM07bxkBiPUCgZCRgdKZU5Bx91v++TTCvy5PA9TxQBC2TVS6YpFhT8zAirEs0SAkyxgDqS4AFc/rPiPRtNjDXmp2ycEhEcSO30Vck0mMtoOxre8NM0eqxnB2yKVz2NeJa18U5nLxaJZCJOguLsBm/BBwPxJq38J9X1TU/itYzXeoTzPJBMkpdshkCZ246AZAPHpSQH02OlJSjpSVQBRRQaBmfrNz9k0m6mzyIyB9TwP5151ENsIB69DXTeM9QAigsIzl5HEj+yjkZ+p/lXMbiVGa4cTLWx24aNlcgulDDPpWv4LhZ9fMgHyxQtk/XArBuJuWHoa7HwIieVeSD7xZFz7YJqKCvMuu7QYua4nx7r0trEulWsgjedSZnHVU9B9f5V6gdATOftD/8AfIrk9Z+FdvrOpS3kur3MZkxhViUhQBjvXco6nC5I8InZFAVOg71Qc85r3J/gbZP/AMxy7H/bFKiPwGsT/wAx68/78JWlybnhpbGajLV7ofgJYn/mYLz/AL8JTD8ALD/oYLz/AL8JTuB4UxxTc17sf2frA/8AMwXn/fhKT/hn6w/6GC8/78JRcDwgnBppkIFe8H9n2wP/ADMN5/4DpSH9nzTz/wAzDe/+A6UrgeFCRSOtJwa91/4Z50/OR4hvf+/CUv8Awz1YYx/wkN7/AN+EouFzwlXZPcVMJFYdea9wH7PdgP8AmYr3/vwlL/wz5YdvEF4P+2CUXC54eG/KrJf90MdgBXtH/DP1iP8AmYbz/vwlSj4CWIGP7fvOn/PBKAueHjJNPUc817cPgNYj/mPXn/fhKd/womx/6Dt5/wB+EpAeKDaOtLgHpXtX/CiLH/oO3n/fhKUfAmx/6Dt5/wB+EoEeK8duK1tC0O51m6wmUt1P7yXHT2Hqa9YtvgbpUU6vPq15Og/5ZmNVB+uK6yDwPaWsKwwXDRxqMKqxgAVnU57WiaU+W/vM5CytYrC1jt4ECRRjAUfz+tTGUDqa60+DoiP+PyX/AL4FRN4Hhb/l/m/74FcjoVGdnt6a2OKmkDGsTWtTj0rT5Lhxlvuov95j0r0w+AYSc/2hN/37WsTXPhDb65JCZNbuokiBwiwqQSe9OGHlze8TLEQ5dDG+HPjEavbDSr91F7EMwt081fT6j9RXoNcTbfA+2tJkmh8Q3qSIQyssKAgjvXosOklIkWS5aRwoDPsA3H1x2rr5bbHHcojrSnrWl/Za/wDPVvyFH9mL/wA9W/IUNMakjOrYsv8Aj0j/AB/nUP8AZi/89W/IVahi8mJYwcgd6cVYUnckopcUYqiRKKXFGKAEooooGFFFFABTWAIwcEH1p1BFAHyUnifWtFvLttNvpY4/tMymGT95HkSH+E9OPTFatv8AGPWI/ludNsJz/eUvH/U11s/wL1OWS4Ya1Zjzp3lwYX/ibIHWs9v2edXLZGvWP/fh/wDGgRmf8LnvcgtoVrt/6+n/APiaH+NVz/BoltjvuuX/APia0pP2d9YcAf2/Y8f9MH/xqMfs6awP+Zgsf+/D/wCNMCl/wu25K/LoVrn3un/+Jqhc/F7xBMT5EVhbDsFhaQj8Wb+lb6/s7auP+Y/Y/wDgO/8AjS/8M8ax/wBDBY/+A7/40hHHT/E7xbKCo1cRA/8APC2jQ/ngmsS78Ta5fEm61fUJgeoe6fB/AHFemD9njWO+v2P/AIDv/jS/8M86uP8AmP2P/fh/8aAPJTf3bD/j7uRnv57/AONF/qV1fSmW5ndmIAxuIGAMdM163/wzzq//AEH7H/vw/wDjTH/Z31hiP+J/Y8f9O7/40AeLMAxwc8+ppoAHRQPoMV7T/wAM66xnP/CQWP8A4Dv/AI0n/DOesf8AQwWP/fh/8aBnjK8GvVPgPbmb4gvNjIhsZTn0yVFaY/Z01gf8zBY/+A7/AONdz8MvhhdeBdSvry71GC7NxAsSiKNl24bcc5/CgD02loooGFU9QvY7GyluJPuxjOPU9h+J4q5WNr+l3GrWsUEM6RIJA8m5Sd2OgGPeple2g1a+pxErzXtzJd3JzLIckdh6AewqJwADXTnwjc4AF3EP+AmmN4OuWH/H3F/3wa4HRqN3aO5VqaVkzhpx1rsfAM4zeQ55IVx+GRTZPAd044vYQT/sGtLw74YudEvmmkuo5EaMoVVSOcg5rWjSnGV2jOrVhKFkzqqKKK7DjCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAOf/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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"path": "003670.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003671
Men Tshirts
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"path": "003671.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003672
Men Tshirts
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", "path": "003672.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003673
Men Tshirts
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"path": "003673.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003674
Men Tshirts
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", "path": "003674.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003675
Men Tshirts
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"path": "003675.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003676
Men Tshirts
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", "path": "003676.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003677
Men Tshirts
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", "path": "003677.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003678
Men Tshirts
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", "path": "003678.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003679
Men Tshirts
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", "path": "003679.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003680
Men Tshirts
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", "path": "003680.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003681
Men Tshirts
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", "path": "003681.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003682
Men Tshirts
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", "path": "003682.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003683
Men Tshirts
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", "path": "003683.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003684
Men Tshirts
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", "path": "003684.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003685
Men Tshirts
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", "path": "003685.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003686
Men Tshirts
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", "path": "003686.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003687
Men Tshirts
{ "bytes": 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", "path": "003687.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003688
Men Tshirts
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", "path": "003688.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003689
Men Tshirts
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", "path": "003689.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003690
Men Tshirts
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", "path": "003690.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003691
Men Tshirts
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", "path": "003691.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003692
Men Tshirts
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", "path": "003692.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003693
Men Tshirts
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", "path": "003693.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003694
Men Tshirts
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", "path": "003694.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003695
Men Tshirts
{ "bytes": 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", "path": "003695.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003696
Men Tshirts
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", "path": "003696.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003697
Men Tshirts
{ "bytes": 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", "path": "003697.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003698
Men Tshirts
{ "bytes": 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", "path": "003698.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003699
Men Tshirts
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", 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