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.
000000
Men Tshirts
{ "bytes": 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", "path": "000000.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000001
Men Tshirts
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", "path": "000001.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000002
Men Tshirts
{ "bytes": 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", "path": "000002.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000003
Men Tshirts
{ "bytes": 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OzFooooEFFFFABRRRQAUUUUABpKU0lABRiiigDlPiBprX3hK6eJN1xa4uIvcr2/EcV5BYa1Eb63KN8xJ+XuvYj2PWvoC/iFxY3ERGQ8bD9K+fNb0NyRqOnkR3S/6wYwrkev5VzV1qmdmGejR1z2VxcDzLa5SJyP4jzz71e0i0ubeL/SdRR2HZWyRXmlr4ontGBu4ZkbvgFlP0Iq5D4oMsrC3trl23E4VDyfqa5+h1+8zovEusv9pSOBkHlHliMZ9ay4I5daulSMN9gjIaSbs5H8K+vuags9GvdauftOpjyoSci3B5P+8f8K7LyFgsxHGAoVcADgCpvYGkj1GD/URkDA2jH5VNVPT5hNp9tIvIeJW/QVaDcjnrXpLY8l7jqKKKYgooooAKKKKAFoPSig9KACiioJZ0t4nllcJGilmZuAABkk0ALNMlvE8srqkaAszMcAD1JryXxB8cLO3aSDQrJrp1JAuJvlj9MgDk1x/xA+Idz4ovns7OR4dHjOEQHBn/ANpvb0FefsPmJ49sV0woaXkQ5G9r3jTxB4kbGpajI8WeII/kjH4D+tYGfT8qNtLXRGKS0JbuJz9KCPlPtzSil49OKsQ2SIMCfXmoomeKQYBxnt1qUGQKFAXjuTUbQNJxJMcf3UGP1pNXGj0fw78VBbyx2OusJ0PH2lT86e7j+L+desWNxb39us1rJHPCwyrxncD/AIV8vNYweUYwgAzncOufXNT6dNqekNusdVuYE3bgsbkc/SuCrg+Z3jodNPEuOkj6gdEUYHPGa5vxT4rsPDNt+9Ky3rg+TbKeW929FrktQ+LVva+F7VkVTrksZWVSvyRMDjfjvnqBXlF3rNze3cs5imnmkbc8krcsfU1z0sLreZpPEaWiauq6xd6xfyXF9c+dcueRnAUdQAOw9qqJER1qqtsLhfNuol80nPHGKlWEIMLJKP8AgWa9WCsrJaHFJ3d2ydx+7NQ9ccUbT0MjkehoNU9RChmQqykhl5BBwQfUV22i/FXxPo9o1r9qW7i27UNyNzR/Q9/oa4jrRjNTKCluOMrHRapr2p+IZvNv9Rluj/cY4C/RegrPxt4II9jWcCynIODWlZyNdxlJCPMz8h9cdq4K2FaXNE+pyvN4KSpTil5oTFKMgj3pxXGc0hAI5rgPr13QMB6gfWomuI48ZfcfRRk1IY4z1QH3PNKFC9FH5UjOcaktrI73w38SIdljp99ZsW3LCZt4GE6Akev9K9RNuhPbI6ivmya2Ex3hyp74716z4G8WwHwvPDqc5Fxpakybj80kX8JHrz8v5etS0j5rH4GdP3kjT8W+KrXw1DsiiW5vSm/yt2Aif3m74z0xXjOqeIrzVtRkvb5SfMPy7Rwg9APSpNRvJda1W51K5GXmcsOfujsB7AcVHxjBHFNJI78Hl04R5r2ZHG6yjcjZ/nUhGFpjQozbigB9RwaFXB4ZsDsTmquetBVFpJCYNGfXmnU2gto0NI1vVPD939p0y8kgfuoOVYehHQ1694Z+MFleqlvrcYs5zx568xk+/cV4iRmkIJq4zaPKxmVUcRq1Z9z65t7uG7hWWCVJY3GVZGyDU4OR0r5W0XxPrXh6QNpt68a94mO6M/ga9+8G+M7XxXYFlIivYgPOgJ5B9R7Gt4zTPlMdldXC+9vE6ylpqncKdVnmhRRRQAUUUUAJRRSE4NAC00nFIzhBkkAVymvfEHQdCzFNdCe67QQfO2f6fjSbSLhTnN2irm3rGrWmjaZPe3sgjgiQlie/sPUmvKrSaO+tTKikJKSyqfQnIB/A1zXi/wAW3/ip2WRfItIwTHApzz6k9z/Kt/RdotbYA/IY1xj0xXHOqpuy6HqrByw8U57szp9N8mZmjG5M8p2FadpZRwRLIsY3yfNxzgVpz2alzn7pq1penQw5+bqehrJoanoR2kOxBxyewrQe32wFiOSOBV6OOCIZVBn1qK/ligs5J5mCoozn39KViVeTsjz/AFqC5hl0+7t9RuYZYZSfLSQhdoz2+tej+EfF8WpwJa3sipfIMHPAkHYivL7u5N5dPNyFY/KD/CPSq7naAQcEHg5xg+uamnXkppHtzyeE8N72ktz6IV84PY0414No3j3xBpyjbcC7ts/LHcDJA/3hzXe6R8UNKvFVNQV7CU8ZflCfZhXf7eHNy31PnquV4mnHm5bryO9oqta31veRLLbzJLGwyGRsg1OG56Vtc89prRjqKKKBC0HpRQelACE15V8aPEbWGiw6Hbvtmv8A5psdRCD0/E/yNepknPbFfLPj7Xf+Eh8Z6jdq+6BJPIh9NicD8zk/jWtGPNITdkc5nOfc009falJz1NIOoFd5kGeOlN707FIRTASilpRQAY9qBwaKOooAANx4prsIY2diMAdaeOBzSSRJJEVbOGHY0BdEcUURAkAVnYZ3Hn8qkxyf6UkYMaBdzN7scmlpJABNGCaMUZ9KYCHNIRTqDSAaBQKWlApgJ3qZOFA5HuKjx0qQcUWBGg0n2iIXH8fSQe/r+P8APNRVFbTLHJhj8jja2fT1/CrDoUdlPUHFeNiqXJO62Z+gZHjvrFDkk/eiMpc0hormPdHL+VI5ySoyNy7Wweq5BwfxAoHBpoGJCxJ5HAx/X86TM6lrJND8bRgDpSUFhRQa6CUUUUxCEUmKdSUiRKXFAFLTQJAQM1f0rVrzQ9Ug1GyfZNC2cdnHdT7H/wCvVEDNI3INWjKtSjUg4yWjPqbw9rdt4g0W21K1bMcy5x3U9wfoa1gRzXg3wl8SnTddbR53/wBGvTmLJ+7IP8RXvAxiuiLuj87x2FeGrOD+Q+iiiqOMSmscGlzjiuQ8b+L18NWsccCLJfT58pW6KO7H2qZSUVdmlKlOrNQgtWdJe6naafC095cRwRL1eRgo/WuE1n4r6fb7o9JgkvZBx5h+SMfieT+Ary+9vb7WLo3OoXMlxKefnPA+gHAHsKRYVHJHNcNTGP7KPp8JkEVZ1nd9jQ1nxdr+u5S6vWigb/ljb5Rce5HJ/OuYjh3XLDoE7e/etho6oWyyLPNmJvmbI9KwjUbu29T1vqlOlywgrK4RfuplYj5TwR7V2GhEpZqp5jU/KRyR6Vx11bzzKVWQRr32jJ/OtHw3qI0e/SOdSbZ8K5OTgeuKmnKzIx2GdWHurY9StI1vrIMq8j1p3leQOdo+pqxabbOAsjAo67gQcg/jXOeItWbyDFCxDS9x1ArobSVz52jRlVqKC6lyTxZp0EkkJ8wmPjKjhj6CuX1TxBLrkv3tsMfSIHlfr71mfZ16sSaiaxge5E7KQ4XaGBwcfhXI6jlofTUMtpUWpJXZYz/k1TvWMmIEJ3SZHHp3P9KttGwTCSlT2zzVeK2MTvI7b5G43YxgelXRlGm3J79DprwnUtFbdRREAuwY4AFRNCVzj+VXAMYGKXaKxb1N1FJWILC+v9KlEmn3Utuw5wjHB+q9DXeaJ8UJoysWsW+5eB9ogH81/wAK4kxKe1J5CkVrCvOGzODE5bQxC96Ovc9907VLTVbRLmynSaJujIcirgrwnQtXn8P6gtzA7eSWHnRDo6/T1HavbrS7ivLWK4iYNHIoZSPQ16dCsqi8z4zMcvng523TLYoPSikPQ1ueec9411Q6J4N1a/U4kjt2WPn+NvlX9Wr5RB4Hc45J719BfG+78jwTDbg4NzeRgj1VQW/mBXz56/lXVh1pciQ7OaQH5hTSwAB7ChjhuK6bkEopSKjSTealFUIbik70uaMcUDAdaMYNAGKU8g0AANLnKA9hxUe3P0qVFKxrgjFMTGlSRnBpuOalOADgD65pn40hCUdKU0lAxDRil5pRQMaOacBRSjjtTFcTgY+tKG4/Go2cEADuaUMDnn1pAPzng1fDmWCKQ9Su1vqOP5YrOB4q5atmGZPRgwH6VyYyPNTv2PbyGu6eKS6PQkNJSmkryT9DFHWnDoKaOtO6UhoaR2pMU402m0JoKKKKQBRRRTsIKO9FGcUAKeKQ0E8e+aPU00yWwjmkt5o54WKyxsHQj1ByK+pfDerR634esdQQg+dEGbH97of1zXytnivdPgvqBuPC9xZlsm1nIHsrDI/lWtJ6ny/EFFOCqroem5NFA6UtbHyYxsgV8/eNNTOq+MNQbcGSBhBH6YX/AOvXvV9OLaynnI4ijZ/yGa+Ylmae7knY/NLIzH8TXJi5Wike7kNLmrOfYuIcRlhwAcVOPug1XQ/6I3s9SxsDGPavMZ9mmSkZFJspR0pwpFkJQI/zfdPH0pJbUOnGM/zqx1BB5FLGu1SAOO1AWN/w7rWNJl0+5Pzwcxk90Pb8Kzbqcz3LSHpnA9hVAc3YKHG1ef8ACpxVynePKcdLBwp1pVF1F+9Sjj6UmRSO6xruZgoHUk1nq9jtbSQ40n86zW1iISOvlSMFOAy87vpT/wC1rcqGCykZAPyHjOf8DWjpTW6OeOKoy2Ze70vaq0eoWkjlEnQsDjB4NWe1S4tbm0Zxl8LF7UdM+1NU84pGbKY7saSKY/PGRx716H8NtXL28+kyNzCd8WT/AAnqPwNee42gCtDw5fnS/EVjcZwhcRv/ALrcVvh58s0zys2w6r4aS6rVHulKehpFOQDSnoa9g+APHvj5IRpuhxdmnlb8lH+NeIDO768V7F8e583ehQA/dSZyPqUH9DXjmMocdcZrsor3TOW4AdUPcZFRS7vKLDOV4P8ASpmJYB1PI5FI2N4kA4Yc1uSRQSAkjPfH+f0q0GzWYhMdyyZ+Ud/WryNmlFgyejocUit60VZIv4UdqTjNLigYnHSl42gZoxScUCFJGCKTtS+tGOKYCUnelxS0hhikpcGkPTNMGLmmSPtU0FsdTWffTsAqgE7jipk7IaRIr7mDA8DmrI4QDu1QQR4CgDgDmp+uX/BaSAeDljzwOKs2TZkkHqh/mKqkbYwB1OB+dWLM/wCmADupH6VnWV4NHXgJcmJhLzLWKKXFGK8U/Uo7CAc0uMUCjJ9aVhiHrSYpcUUCExRS0UAFBopCcUA2B4FQSSYIHvSySYHFVYn82c56ChnHWrWaii2rZ5PWnE4T3alRcjceM/oKVRubceg6UkaxTsNYYAH4mvTfglqHla5qWnk4EsKygepU4/kTXmY+Zy3bp+Fdb8KpDH8QrI9N8cqn3+U1pTep5Obw58NI+kqWmjpTq6T4UzNfZU0DUWboLeTP/fJr5iR9oDV9OeIYzJ4d1FB1NvIP/HTXzAB+7H0rhxfQ+k4f+2aMcgNuw9WBqaFuMVlQTHfsJ5FaMLZxXDY+ojIurzUmKYnOKkqDYQ007jkA4qSlUc0DGxxsqHa43MckmmbJ92TIPwqxx6U1uvtSKBdw60kkayoyOoZSMEGnCj6007O4mk1ZmRdaParG/wBnd0nVSyKr4+nFTuqTafBFaXdyb5iVm8xBtRf6H/GrclpBK++SJWf16VE2n27Y4Zen3XNd8cTdLmZ49TL/AHm4qy8igNHukkVkvFYrjl48kfStlcqoBO4gYye9NUBECgkgepprSYrmr15VXqd2Gw0aCfL1GtLtEmRggVJEwdg3YDism9uC1wkYf5Tkk+gq5buXAVcgtx/uisrWOhO5fzxu7dqjlcphhxtII/DmlVgSMdBUcjExM31ApxM6qvFo9/0yb7RpttLnO+NSfxFXe1YnhObz/DGnuecwj9K2z0r24u6R+a1Y8tSS8z53+NmoLdeOktVIIs7REI/2mJY/oVrzhODz+tdb8UJY7n4jaw8JIVWSM4Ocssag/rx+FcgAw+6c+1ejS0ijne44DaxUdOtKeNy9jSbz3XGKGZWHP1rW5BTKgylup6AVPGSOTTEwSWIyTUmDUDJVan7uwqNeOtPUZOa0QC59acKQe9L1oEBNIKOtLzigGFL+FIKBTEL+FJR2oz9aQxCcU1mPPFOPNNPPFDAhd/yqpJEw+ZXyvcGrrKOhHFROmAQOlQ0MdHnaFH51KCCeOi8Cq8RO35eSOKsDCrjOSKaAXGZP93+tS2xxcxt23jn26VEGAGBzRlgvCn19KU1dWNKMuWopdjVYYLD3NN7U+Rizbj1IyfrUdeDLR2P1ShPnpxl3QUUUYpXNgooopgFJS0lAgPSomY1IelRsKDKdyFxvogjG9iRxTyvcUKfmAHekzm5VzJssMdx29j1oY4UKOp6UBdo570dCSevahHSNf5U2itDw5qR0jxJp18DgQzqW9xnBH5VnkkjPWom3DkA5HPXpVpnJi4qdNx7o+wUYMoI6HpTqzPD8ssvh3TZJ8ea1rGWwepKitSuo/OZKzaILiMSwSRt911Kn6Hivl69tvs19c2xGDFKyfka+pX+7XzP4kYN4m1Rh3un/AJ1x4z4Ue/kDftJLyMRlKMGHY9q0oHBAI71nyHBqW0kymPQ1wdD6laM2ojU4qlE3SraNWZ0pkoFOApqmnZpFBSHrS0wnmgBwpaaCPWgsKAHH2oJ4qMuBSMwx1oAHbFUZ7gAMWBKjrt6j8Knkcjtn61CATy0DKT3zxTIk7mPbyfa9SdgQyqQoI6H/AD/Suhgj+Uqvf77+vsK57TFWO7uF5AEzYBrpUkCoAnXsKue5FDWF3uSEZ+RfujrikmAbIH3RxTwvlpgdTTSMkL6Dn61JcloeyeBJBJ4QsAD91Cp/M10vauG+Gdx5mi3EGeYpzx6Aiu5Ne1Sd4Jn5xjYOGInF9z598Q6RpuqeINanlgw7XjgPEdp4O3+lZv8AwrxLkf6NqDxMecSpuH5jmteJjPq1yDzuuJWP/fZrqbGPaeP0rlWIqxejOt0IOKujzC9+HPiK0UtFbx3ijvbyZb/vk81y17aT2jNHcwSQyDqsiFTX0b0UVxPj2fOh3Yfa+YyF3Ddg/jXZTxs9pI5J4SNro8ehGY1NTgVFEu1FA9KmBzXqRPPFA5pw4oHWjHNWAUo4pcDFJ2oEwpaO3rQKYhKUCg4opDDFJ+NKaBTEHUU0juKd3NIaBoYQaiZanNRsuf8A69QxleEHJBboSBirKKN20DLenU1ueE9DtdR1A/bd7REbgiNjd9Wxn8q9k0bSdN02JfsVhbQHH31jy3/fRya46uLjTfLY6oYaUlc8YtPDetXyB4NMuCnZ2TYv5mrp8F6qi5nEEXsZc/yr2W6BkUknJ9awNTT9yx445zXFPH1HtoddPCU+p5bcwPbSCGTHmIoDYPFQdq09dTbfBv7y81mdqw5ubVn32Ca9hG3YKWkooOsKKKKYBSUtJQIDUZp5pDQRIZmmSErtYdjmpCKnsbNb/UrWzZiizzJGWHbJxn9aGc1V2g2RgEjqakht5p3CQxPK57IpJr0HQfC+kpuF1btcTRSPGfNc4yrFeg+ldtDbw2sRS2ijgXpiJAv8utRzWPMq5tGKtCNzxyPwrrcyhvsDoD084hP505PCOqyXlvbAW4e4lWJSZeFJ4BNeqXGQcYJ+pzXPX0jW1xHOOGjdZBj1BzUqo+Y4KmY1akX0PY9JtXstKs7aQgvDAkbFemQoH9KvdqYjh0Vl6MMin16J8u227kUhCxknsM18valIZ9SvJuu+d2/Wvpy//wCQfc84/dPz6cGvlZ5Xt5minVlfJ5I6jPUetcuKi5JWPbyOpCFSXM7XGSdD6020fDsKe8kUg4IP05qKAjzW964LW3PqXJPZmpDIRjNXI5azEzmrkOcis2dEGaKPmph0qtHVgdKhm6FPSmEU+koAiyQaTeKl2+1NMYz0oAgds8VEN+ehNWjEPSgQgdv1oBkCISf+Wqn2OasKoA5Ln/eo2kdh+dDH5ef0oFY58/u9bukHfDfpW9aLhN7H5qyJbeT7ZdXgB8qIIrtjONxwP1qxFeAsIo1eSQ8BFBJJ/wB0ZNbqnKb0RyfWKdJPmZr+Yqnrk+g5qN5eM4Az6mrFr4c8QXy5WzFtF/euHEf/AI6MtWjF4FlALXmqHj+G3i/9mb/CtPq9vjdjgqZvTWkFc6D4WX3/ABML6z3hg0aygDtg4/rXqfrXl/gTQ4NN8SvJBPcNm3YMJHyG5HavUOxr0KKShaJ8lj6vta7na1zwDRQZ7mWQ92J/Mk12VooXrXLeFod1nHIw5YA12ESACvP6nc9iWQjb7AVxPii0OqlNP3ECckMR/dA3H9Aa7GY4jyOlc4mZddmk6pa2F1M3t+7Kj/0Kt6K95GFR2gzxaMl4kY/xKG/SpBTIRi3jGf4F/kKeOtfQRPHY8UtIOtGatEsdRikFLTABS03pS5oCwZxS5pMUUCCjvRSGgBw60hHegGjqDQMaRmkAycU4kEU1c7+fSoZSOq8JTJHLCn8ak8+ob/69etWD7oh9K8W0GXytRhbplelevaZKHhUjuBXg1/jZ9BOmoRjbqkabjK461j6jFuiYVsE/LVO9i+Q8dRXNJEQdmeV+IR+9jOOQSKw66XxNEEZ/98H865qtY7H1+WS5qCClooqj0QooooAKSilFMQwmkpx602mZsQ9a2fCcP2jxfo8frdxn8mBrINdL8PIRP490lD2lLj8FJ/pTS1OLHPloTfkzvlj+y+INUtzxtu5G/Bvn/wDZq21J2DrWb4jh+zeN7njAuI45R+RU/wDoIq7C+Y178VjNWk0fIp3hFkc659xXNa0gMTf7prqZRu/pWDrMWbdvoTWT3Kjseo+H5/tPh7Tpc53W0eT77RWnXNeA5vN8Gaec8qrJ+TkV0tenF3ijx5q0mipqQ/4ll2f+mL/+gmvEV0+z1Gzjju7eOZccbgMj6Hr+te26r/yCrz/rg/8A6Ca8csvlhQewrnrtpqx1YVaM56/8F6dndDLcw+g3Bx/48Cf1rnjpI0y7cC4abK4+ZQMflXoOoSYSuFv5t+q7AeqH9K55zbi0exg21UV2CqAatREA1XWpV61yM+oiXo2Gasq3FU4qtLUs3Q/NOFRk0qmkMkyKOtIKWgBMUlKTTCeKAGsTUfJPNSdTSN1oJZ1Phjw7BrPhnXYZoy3mxIFwcHK5ZefqBUvhu1s7OBRZ28cCsASUXBOfU9T+ddV8OLbb4dllYf66U9e4Fc3HH/Zus3dm3SKZgv0PI/QivRs1TifFV6ntMTUXmdIrA9fzqtMDlh7VNE24Co5kwTnvWUjFbjvCRB8Qyj0gP8xXeHpXA+Fv3fieRf70DfzFd8eldmG+A4MT/EPH/D9r5OnwKVwQiit1gEA4qCxiAiXAp105UVxLueg9WQ3koWEn2/Wsmxgz4V8Zauc4Wxe2iP8AwElv121Jf3G20dvr1q5dRix+BOoSZw1xbySN7lmwP0xXXhtZo5sU7QseC7eBn0FGMUpGM+1JXuI8pigUDigA5oqwHDrQR70npS0CFxRikHvS9BQFxe1JRR9RTAOKQiiloCwg44pOc4pwpP46QwHFNU/PyO1O/Gm/xGpY4mjaSeVdW8noRXq+jT/uVGeleRDov+6K9B8M34ltoiW5I2n6j/Irwq/xs+ur074anU8jvEkyMZpZl3x1Rhn3OF4zjNaAO+Kud6nnbHnPi+2Ko746DP5GuKxXp3i618yxlOOcH/GvMu1XDax9Pk870muwUUUvGao9gSkoooAKKWkpgI1N/jpT1pB96gyYvauv+Fq7viHp/fCyn/xxq5E9K7v4RKh8cozD5ltpCv6f0q4/Ejz80dsJP0PQfiFb+VqOmXw43BoWP5Ef1qlaS7kGSK6rxvYm98NzuozJbYnUf7vX9Ca4WwnBiUg9qisrSufIYaXNTt2NtcEk1m6nCGQ57jBq5C+73pbxN0Z9K52bLRmt8NJCfC7xN1hupEx6dD/Wuzrhfh5IIzqtp0KzLKPowx/7LXdDpXoUneCPLrK02Z2uPs0W9bOD9nf+VeSeUY4EYf3RmvUvFUyw+G75mIGU2j8SBXmM0oSFcfwjmufEvVHVhFozIv5XMTZGMVwkrO2vIzDA2MB+VehyRfaVZVIIIzXD3/lDXFSIhgoILDp0rm1PTofxI+pOtSLTFqQVzs+qiWoTVkNVOM4FWFPFSzZEpPFCmmZpm7BoKLYNGahEnFPDZ70gHHmmkYpN2DQcmgBCSKZk08ikPAP0oIlse2+CQF8IWG0YyhP6muZ8a2xsvEEF6oxHcx7W/wB5f8QR+Vdb4Uj8rwtpyd/JB/rWR8RLcyaJbyIPmjuVwfYgjH8q9iUf3R+eKdsU/Nsyba4Vogc9RVxD5gPcD1rB09ZPKUScYrasyHX26ZrjkdbWo7R3EHiu2Xs4dM/hmu/7GvOUIg12xlbGFmUk+gJxXoo6V14Z+7Y8/FL37nnFr/qhn0qC9yVNTQZCe1R3IyprjR6GzMW+Qm128EketXfFkwi+Bapnl/Li/wDIvSqt06rhWPYmofHswh+EGjpnBnu1OPxZv6V24T4zkxnwo8cbqTSLSnrQor20eWKDSjigCk61QgpaTHvSnGetAAKX60mPekxQAuaDQOlFMQClxSUUDF59aac7qdTW60hh3oI6GjtSkcVL2GtyyMbUP+yK6bwkxLyLngSDB7DINcx/yzQ/7NdL4TA8q9z6rivDr/Ez7idngI+iO7tzIl66k5IAFb0WfL54rDscySeY3VsGtxM7R6Vynisw9fXfZyg/3DXkhG0kehxXruu8WcjDqBXk067Z3X/aNVTZ72TS1kiKiiitD6AKKKKBBRRR2piGnvTf4qceppvemZsceldz8JWK+O4AB96GQH/vnNcN2rtfhRKsfj21U9XikUf98k/0px+JHBmivhJ+h9CTIkkTI67kYYYHuDx/WvGI0awury1yStvK8an2BxXtf8FeNXzhde1dOolnkIPodxFViNkfF4J+8zR0+UtGpzyRmtGU5Q5yRis3T1AQcVoScJwO1cZ2yWpJ4LO3xPdp2e1Dfirj/GvQx0ry/wAMXJh8c28OeJreVPyw39K9PzXbQd4HmYpWqHG+Pbn/AEazsVPM0hdsei//AFzXEXabYiNtbfjG6Mvi8pnK21uqhR6tyf5isy5IMR6ZxXLWlebO3DK1NHNXEzQxuiH7wwR7VzlxFHFcxqoAJBNb97/rGzXP3HzaiPZDWV9DvoL97H1JF+lTKM1GgqZBWDPqYj1FTL0qMcGpBUmyHjkUxlzTx0pcZoGRjipRnGcU3bTkbacGkwJQd4pOVPNIVwdy09WDDmkMQimNwDUmMU1uMmnEzqfCz3XwyCvhzTwc/wCoXr9Kz/HgJ8O8dfPj/nWzpBU6RZlfumFMfkKyvGzAeHz/ANdU/nXtv+Gfmyd69/M5KaRI7CMqMO2BV+zPlwL+dc9DIbm4Tn5V4xXQR42AE44rz27nqyVirfzeUyyMuQrBvyNelI25Aw6EZryzWTtgPPJOK9QgB+zR567B/KunC9TzsX0PPLbmEfTFJcDC9aSzbKCn3IPlsOma5ona9zm9VchGII4FL8WYRZ+AfDVsOdsq5+vlMf61X1g7I5OfT+dXPjW2PDnhtfWXP/kI134Ne+cWMex4wx5pV6Uh5NKOleyjzmOpKM4o7VRId6OlJ3pc460ALyBRmgmg0xhRz6UUevNAg6UUmaTPpSAdmkbJNANDUMBOKeDximDpTh1FJ7DRYHMMX+7XReFeftS/7p/X/wCvXO42xRj2rofCy5e5b2UfrXhV/jZ9wv8AkXx9Eei6amQp9q3EGF5FY2lg+StbLHERHfFcx4rOd19ttpKP9k15Ze/8fcmPWvSvELn7JKSe2P1rzS6/4+5f96iB7mT/AMR+hDRRRWp9EFBooFNIQUdqM0dqYDDSUppDQZscK6z4ZnHxB0r6yf8Aotq5NeldP8O38vx5pLf9NSv5qRTjujjx+uFn6M+l/wCGvFLhG/ty97kXEn/oRr2r+GvH73B8R6jt6faX/wDQjVV9kfD4L4maNkhCjNW5+ENR2igLinXbBUOa5Gdr1Zj6RMU+Iejkd2kX80avXj0rx7w5GLj4i6aD/wAs0lkP4KQP1Ir2I9K68P8AAefiv4h5PrzmTxxqQ7qEH5KKrXC/ujgU/XmKeOtSOOCVH/jops7f6Pkc5rjqfEzuo/AjktQbaz57Vziv5uoOfRK3tXfAc9ya5ywO+6uD6bV/nUdGejhVetE0kHSrCrxUKjpU4zWDPpoodT06UypE6UjQeKeBTB9KeKQxSKbjPNPpOBQAIccU7bg8Uzr0p65oAUGkccH6UppjfdI9qIkVPhPe9BkMug2DkAE26Z/75Fc58RLgxaZaQKf9bPn8gT/Wtfwhdpd+F7CVf4YghHoV4Ncv8RZd+padbjoqu5/Egf0r2akv3Vz87pw/2prs2ZOlQKsaNjll3EmtuIDbk1Q02LFlH3JHWrch8pDgEiuA76juzK1d8g9OCP516vFxEv0FeS3IM1/awqu5nlQY9cmvXB90114Xqefi3sjzPT2+QVYuztQt1qpYEgA1aufmU1yx2O1rU5DW84wO5H8xV346kR6b4ei/uyOfyTFU9QDXOtWVmnJmuUX9asfH1/32hR98TN/6CP616ODWpwYx6pHjnpTh0pop46cV68TgYmaKT3oqhC/zpaTHvS/jQAUuR3pOaPbrQAuaPxpO1FAheB3pPoaOKPxoGKP1pH+7RjHehhlTQAgPApwOaYOBmlU1IFvkxRZ/u10nhbpP/vLXMoSYVz/DkV0nhl8GUejoT9M4/rXiYhWm0fbxfNl6a7HpmmJ+6FaM3CH6VS0sAxA1duDlTgYrlex43U5DxG5+zbR/Ewrzmc/6RJ/vGvRtf/1Yz2Oa82c5kc+rGime9k696TEopKO9anvi0maKTNMQtBNAIoJoAbTWp1NPFMzkOXpXQ+Bs/wDCb6Nj/n5WudTpXReBmK+N9HOePtKj+lOO6OTHf7rP0Z9OdUrxqJjPql1MerSu35sa9l/5Z14xpv8Ax9yeu9u3vVV9kfE4LeR0kAwOnGKrXzcfQVbj4UZrPvySCa5Hsda3IPA6+d8QpG/55WTn82A/rXrXSvK/hzHv8XajIf4bXbn6uP8ACvVK7aHwI83E/wARnk/jZGh8YTORjzoo2jPrxt/mKjnQLaqmMEDmtP4gGKDxJp1zKypH9nIJY4GQ3H86wptY05iVN0obvkH+dcVbSbR3YZ3gji/ET+U+OgGSTWfZWjQ6ZaXLLhr3zJh/uhig/wDQTV3xXC93cwRWx3vcyCJNvcngfzrb8Z2cWm61baXDjyrKxhgUgYBxnJ+pzn8aVv3bZ6eDl/tMYmCgqYU1FIGakA7muRn1CWgoHFOQ800t24oHsaCifvSjrUYzThnNIaJcg0cUlOFADcU4fWlNN25oAGcAVA7E1NtBpjrigU9j2D4bMW8Hw5/56yfzrB8ejd4nt19LUY/76atX4WzCXwqU/wCedxIn8j/WsnxuWbxlEOy2yf8AoTV6s3+5R8DFWxk/mTWjFbVVUcgmi+bba9f4him2R/c/7W41Fq0myBQTjJzn6Vy9DV7h4ctG1HxXA+D5dt++b8OB+teo9jXK+CNOFtpZvXH727O76KOAK6nsa76EeWB5eInzTPL7HGBk9RS3F4onki8mbEa5aTaNoyMgdck+wBryeH4z+Tj/AIkGf+3z/wCwp3/C6UEjSr4aj85lx5hu8kcY4+SuaFCa3R2SxFO+jO005LyfxdbXyWiSLaykxQNNtlncDIwmOB6k9Kh+LEd94k1fS0t4rUTRWsrCBbjezHd82MLgYK4ySMniuM0b4w22l6tLfzeForpnjMa7rvay5+982w5B9MVS8R/FdtYvIZbDQbXToo4woTeJWDA5DBtoIxk/nXdRXJY4q01KV0K3hfUUvPsoksWl2Fwq3BIYDOcHbjA24JJAzx1p7eFNWWA3DLAsARmV2kZfMI3ZVFKgkjaew9elYUnj68lgaE2FkIyMALCo28sfl445Zj9Sac3xC1Fo1j+zwBEVljAUfugwYNs4+Unc2T711xrLuc7iHWlrG/tz/p3/APH/AP61A1zH/Lt/4/8A/WrX29PuTys2T9aM/Ssb+3P+nb/x/wD+tSjXMdLb/wAf/wDrU/b0+4crNmk7isf+3v8Ap2/8f/8ArUf27/07f+P/AP1qPb0+4crNmgVjDXsf8u3/AI//APWoOvc/8e3/AI//APWo9vT7hys2aKxv7e/6dv8Ax/8A+tR/b3/Tt/4//wDWo9vT7hys2O9L2rG/t3/p2/8AIn/1qP7e5z9m/wDH/wD61L29PuHKzXIGcYpOjVkHXAeltj/tp/8AWrWicTQRygY3KDj0zTjOMtgs0XIv9Sf97+lbvh59t1MufvR5/Ig/0rCj4jHu1a2iMRqcYHdWH6GvJxX8Rn2+Cg3l9mevaUP3IbPBq5cfcwDVDSDm0QnqBVu4cFSAa4m9DxupyXiVwlux9M/yrzcHPPrzXeeL5ttuwB6j+dcEDV09j6PKI2g2LS0gNBrQ9kMUUE0gNAhaQ0ZooEJTW6U801hkUyZbDVNbvhFgnjHRWPT7ZGPzYVhAcVu+E4vN8XaMg/5/Yv8A0IH+lNbnHjP93nfsfUZ/1dePxoLfX76LH3Lhx/48a9g/grybUV8nxbqY9Zy35jNViPhPh8G/eaNofd9qzdQPykfjV6Fw0QPfFZ1+21GI4xXHLU7EtTS+GcObnWboj+KOIH6Ak/zFehHOK5H4b2xi8NNOy4NzcySg+3C/+y12Br0KStBHl1neo2fNXxA8QXs/i7UI0uTJ9nuzboSo/dqvO1fpxz3Nc95t1drmWWY/xH59v5eldj8RfCkFp8T4UhlkSLVY2upD12vuO7b6dB+da+neHNFW3Eb2CM/3d0hz+Oa56iintqd1GbaXY43whq8Y8YaPb61Ov2O3vFZJW4ffg7N3+znGTW941uPtXjfVWByFkWP/AL5Rc/rmoNe8CQ3Dk6a627E8q43DI6EdxRqOjanFLPqNz5c/muXleEkkHvkGsar/AHdkerl3KsTzt9LGeOKXypJOowKX5QBghuO1SKz7chc1xH1SEWDHanCMDtS+a3QpSFz/AHaQx6p7U/ZiohIc/dqYMT2oGhtKDSH6U0j2oAl7UlIpyOaWgBDUbscHPapCM1BOdiNyBxQTLY9G+Dlx5ul6tAT/AKu6Df8AfS//AFqi8UMZvGk3/TOKOP8Am39aw/grqYHiDW7DORJEkw/4Ccf+zVrXBN74k1G5+8pnKqfUKNuf0r0pv9ykfD1FbGVJFxf3UG5RkIM1RuFfU9UtbKPkyELx2z1/IVavpxHaSxjqVx+dXfAmnifVLm9cbhAAiMf7x6/pWUI80kjOpLli5He28CW9vFBGMJGoVR7AYqbsaXFHY16SWh5LPgGiiimAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXU2DL9jhG4fdXv7UUV0UN2TI0EZRGg3L69a09GdBqkRLqOG7+1FFcFf42fdYV/wCwL0PWtNnhW3RfNj6D+MelS3c8QJ/fxf8AfYoorjZ4HU888X3kbMqLIpyezDtXKbh6j86KK1jsfT5c7UULuHqPzp24Y6r+dFFWd6kxpYeo/OjcvqPzooqRc7E3D1H50u4eo/OiimPmYu5fVfzpu4Y6r+dFFBLkyEtg/eH512nwzt0u/HNg8jII7fdMxLAYwDj9SKKKqO6POx039Xqeh9FC7tto/wBJh/7+CvLdSkhfxbqjedGR5o/jH90UUVdf4T47B/GycXMMaACaP/vsVm6tewrayHzYycdNwoori6noHpXhsW2n+HNOtTPCGSBdwLj7xGT+pNav2u1/5+If++xRRXprY8V7nCfETSINSax1eGeIyWAdJFDjJR8cj6EfrXOWFxDLCVaeMMB13DkiiiuWt8R2Yf4SeC5inuQrTR4wRneOtTQXFn5jxySx5JK8uMfjRRWLOyEmtjh9Wsl0nUnVXQ2kjExEMCAPSkV4woAkT/voUUVySirn12EqSlTVxN8f/PRP++hSF4/+eifmKKKg6OZjfkP/AC2T/voVIGjAAMqH/gQoooGpMd5kf/PRP++hSGSP/non/fQoooHzMQPH/wA9E/76FPEkf/PRP++hRRQHMxrSR95E/wC+hVHUZ4VgbEi5+tFFNbmVST5WQ/DnXIND8VXN9PIqR/ZJUDMeC3Vc/lXommatpTRKkeoW0kmMkeYASep/Ek0UV3y+FHxleT9uyO+uYmWVhNGfmxkOPx/lXoHhJbSy8P2w+0Qh5R5j/OOpooqsP8TOTFN8qN37Zbf8/MP/AH8FH2y2wf8ASYf+/goortOE/9k=", "path": "000003.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000004
Men Tshirts
{ "bytes": 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", "path": "000004.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000005
Men Tshirts
{ "bytes": 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", "path": "000005.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000006
Men Tshirts
{ "bytes": 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", "path": "000006.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000007
Men Tshirts
{ "bytes": 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", "path": "000007.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000008
Men Tshirts
{ "bytes": 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", "path": "000008.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000009
Men Tshirts
{ "bytes": 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", "path": "000009.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000010
Men Tshirts
{ "bytes": 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", "path": "000010.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000011
Men Tshirts
{ "bytes": 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", "path": "000011.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000012
Men Tshirts
{ "bytes": 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", "path": "000012.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000013
Men Tshirts
{ "bytes": 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", "path": "000013.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000014
Men Tshirts
{ "bytes": 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", "path": "000014.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000015
Men Tshirts
{ "bytes": 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", "path": "000015.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000016
Men Tshirts
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", "path": "000016.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000017
Men Tshirts
{ "bytes": 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", "path": "000017.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000018
Men Tshirts
{ "bytes": 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", "path": "000018.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000019
Men Tshirts
{ "bytes": 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", "path": "000019.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000020
Men Tshirts
{ "bytes": 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", "path": "000020.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000021
Men Tshirts
{ "bytes": 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", "path": "000021.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000022
Men Tshirts
{ "bytes": 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", "path": "000022.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000023
Men Tshirts
{ "bytes": 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y4tBHeQ6xErNCl6MoItgAEhUAltpwSe/PFbtrqmmRqYLQyvJI5lLCF90xzk8sAMn8B9KydO/tOIrFHr8Mt1MTIv2iAsrKfmxgEEHaR3/DtWkvieWLaNVg+xK65SRT5kZOcBWIA2MT2wfrQBqs0ssaSfYzDuH+rlcdMfxdfpxnrXCWekQ6NqWnCOG1g1CSRjNdhJJWdck+gHcDnHAFdpJMJIkkjfzQwBU54AzjI/EgfjWbKdajvAHSOGyjibG2XJkkJGAQR09/c0AbFnZQWdtsiQwGWT5mb5mbJJx6DOeDzWyFCKAAAq8gY6Vztp/aAli88RtJne8ayjap6cHHzYx7YyexAFg695Tn7RZ3iR4IMjR5RSCRgnPU444pMZr+dGyEh8jA+71/KqFxEL23BlBaLOduMDoeSc+mapwTSPGtrbHfMg+a4K5XKnHUHkj04rSSxcnfdTCQ8ZEY2oT64z1oQmeG+PvCN5p2vve6fbC5spVUuUbJRicc9/SusHiqPS9LttP1VZIry1WG4hYgbZwoIGPpyDkdqu/E65bTorZ34tJkeKRY2COWypRs+2G/76NeNX2sS3V1517M0shX7z4yAO3oPwocrE2Oi8ReLr3xHcNvzHBj5bdDwq+/vWHIFeMrIrbW4Nczc6nd3dwyWG5Ix1YdT+NWLaDW7cmTfvUjOHPUVk5XL5XYs/Pp91uB/cN09q0iPNTevOemKyDqaNiK9tzGD0fquaEvHs3BVg8R+6QeKALcz/uWU1DBmO2+bpT5rqG9tneL5ZE5dD1A9abLG4gXC7uAcCmIf5hwoP1pNxzkcVFn1BBAxg0oY8Z4oAm8wodw4Nb/AIX8WXGg6lG6k/Z2YCSPsR61zg64Ip3l9cntgUXA+ptP1O31CyimtsmORdynOfwrRHIB7HpXjvwq8RcPo07n5DvjJPavX434Ck5xxn1qug0SYpKWikMSilxRigBKKKKACiiigBcntxTSoK7ccelLSE4GaYiA2dsshnEarJjG8ZAH4dKrOsKugRwzMcMEH3vQkH8e/ar0gDgKeM/rWXNpEEkhluMctuJVnXGOnRqaYhSgksnjPRQDhP4+3X371xvxCjiv9Bv9JWGSWe3i+2JIqjZCijO3Oepxgcc57VvahbJGqrp17NDIVO542+WMep3Z+gA647U3TNIjGnXEcjmSS8H76Rxk7DwBg+i4FMR80ywTEvtXfxkjGcjuP89ajEgijaLBIJxgdyOgP61qahbHT7y4t71ZYbiOZllCvjBDDgcccZ9axpsCUIjhxycnjGfX6cVDLRt6HdXcVzLBBFDPHOghmjkTKsGOQM9jwcYNeta14h0ZvDVrBcT2832WLyfJZNrtkbcBCecY6559q8p8PR2whupZrpI5o03Rq5P3l6OOcEc46Z54xznufGM+l3/h7w/eSJD9rkSLYQBuYKB5hPGR82RyT0poTNTwppqTb57L7RMjf6IHvY9kiRqP3eF3YPIA6r+NdbLdW9ncK9xvS+QfJLcDBUZBKE/dBwCM5/Gp7CMy+DbKSGNVkWCP92Tu8zgAKScEn0Oc5p9zamey82/IktoQzxwzgHlVLc+owD1zVAMurayttItpDdiK0j+XzCwBKnJI3Hg9cfQ1S0i+kjSJdPt447SRj5U5DLGpPopGTjA5JUHJ59U1Sz06XTZJJ7NfKlCOAzM0agc/dzhSBuPAqQ6tcbLjTLONLq5ZFaASHCJDgAZ4698fSmIfqFlJFZSie5nvppTtFvny4S5GfujLL1z1NJZiHw1pVyb25jSK1Koiqm1mROF5P3mIHqasPYWFnbNPqlyVuIihnuPMYDeABn8gO3IxVO6e+1OCSzSC11CKOQul5Om2OID7pYE/OQcZxtHWgaRm6j4vtpXsiwhuDNJsEMM6kBwNwGByzqyjkgAAnqeDYg8WWGm2xlu7nLuiuk/lMxbJIxsXODkEc4ziq1rZ29v4guph4et1kkXYJtqRjK9cuB8oxnGBn1PetC8kFhplxO0Wm2dtDGokgiO9wASR+96YyeMqeT15oA5VvFlrNqL21j9uvL65dj/pFvtDZHAYkg8AMMhcAbQeeareIZfEF1b2F+tmuiWm391KZS84jTuNq4G5NvHNb/h7F9dW2pX0iZSCXyG2D5t33yCeSMbBz/EH7CtOa4iuZrVd7SRWkHloj4RjJIgXZJ1G7jdwMYI4oA8o0TVr/wAPW9xbeKJ52sLyIxmznk3SkAZTCHlFbgbh65GDWx4V1zRNHu5LeyvJG0i8IFxBcqN0MnVJASMEDB9vWvK2RjHmRirvuO45y59vf0rX0CNW1m1066gZkup4k2qnzAbhuwRyCVyPoTWdxHX+I7zdo+qhdTsr+43YmuJEWGaOIMMRomOV+bPHHf1rL0mSOODSLmFozcxXJRD5W5mTGfmI49sMCemOlU73T7NvsumaLI1xctJJ5zb3VchjtTDdDgNUkMdra6Vcl4FM1xD5UeyQBoZgzZO3qRjAz7GkBS1mW2/tW4ktYLi1aVyFgd1+RWAyOB+AHYYrtfhadRaPVorQCW5aVVlaR85OcEknv79c1xWoWRXSYtQZY188LF5SqcbkUZy/Zj1x711nwxsbq7sL94ILqRY5dzTQMBIr44IHVhjt0px3A7a/l8U6RDeXM1xa3LxqCFBdY5VBwQMnCkAn6nB7VL/wllvaOH1A3FvKCu66SP8AdrkA7S3T061sk6pFaB5WN6AjI0kiRkcqcMdvbtjvnBrhNN1CDTbeS3S6t5rjCwz3kj+VCsaMzKMtgEqWOAOvStAPQ5L1HtjqFtcoYSA0rIBgrz1z+J/GvPPE2sXfirUprHSRKlkUR5r6bKRRR4yH4+8xz0OQemK52Cz1jxnfzW2iSONOZ/8ATb4w+Wkr7jzsXg8Y6c9M9q9ZGmTQQLBBYRyGzhEEUr7Nx4wWIHI9Oe4o3Cxzfh7SND8N2x+xWi4jjMr3MpV51wPm7blz324HtXTWeuRajE72Vu11BKXVJUy4baOpPY+o65xVKPVf7MSKebS5Vv0EcQt1kV8DgFg2cbR1JPTGabceNreO7mQ6TfwBpNj3LRloQwP3Sw4OfUcZxQBpWNhPJDI1zcQJITkJEg2r/d+U/e79c9fYVqwyMgSCVAJGVgFcjsBkjHA6jjsMVjaZqen3E80lreJNISBKA6lx15OOccfpWys0V1+6wXB5xKMAj1A6/j0OKBMjjjjaIRzRIuQBtU8jH+0OfeiGUyySW/ltKpUlw6bd6bsMT+v1qvczW1mLiSW5iijT53MjADjjOT0AxxXP6544gt7WA2VpPcTyKskUqoWTZkAkgcnA5OPpQBoXGk2VrdSSQy3URVlUCF2SONeuNgOz2BxnJ61W1bRtJ023XUIp74SxMZykmoTsGxgchnIH3unrgUhvHGlyas4mt765jKCOJhNu4yCAMhumBu6ZI71BHeTLpsf27Tf7QsjmR5rceci4GcNFydwPJIGBgCgCmupa7FPZSEwytPeBoUYKjtEQMjeABnjDAjPAFdPdapezSwfZtLkljWVd0sMoZdob5xj8zzXGlY9W1W1j0S/8zTYx9ovJre4DSs5OVjMWeB+Hc16FbXIDRXMkAjQx7ZNuAI2Ax064IAAoGU4r3T7W6UWciJLcusxKv8pDdwOgJ9R16mp9Nubp3ljJinSAlUWHO3d3GWzyO/1qe6vzPcJCkJa2ckPJjIHsR1wfX0pomt/M2u5HVsScMQPQHgY7UAeK/EvxEb3xC1ruCxWnyhSSfm7k5rz2UC6mRHJCvy3uPWrOryfbvE19JclsLK5bJyTycVWR8PvwPm4H+yKykxxVzWtooFs55lwu9zFGgHYDrW0J4ZYiCMeUi4469K5SzmlIeDbkKN27uD1q/CShK7txb7+T07g1hI6YtGsui28jvHcfNjnjt/nNQX/gmRtOkvNLnEiITuhJ+7jqQKiW7lJcl9uRjOea19K8RrZ2hicgkZJb1pJsbUWjhlS5t3jnUguVO0n+IDqDWvFN5trG6D7y568iqGoX9ks0nlFj+/aRFQ/wnqCfrmsqfUZ5I/JUiOIdEX+tbo5Xubt5fWcBJmfL/wBwcmoLG+S9eRQmwoMgZ61zhAJ/r1q9p9peeessEbAKc72GARTEb7S4OMVH5ue1PaF2JO3HpS+RlgCCCPWiwF7QtWbSNZtb6L70bgsD3Hofavp7TLlb60t7iNwYpIw6kdwRXypLZ7zz8rZ/OvbfhT4iSbQW0u4kzc2xwue6npj6UxnppIzmiodrSYbd9AKlHbPWgYtHekLAHqM+lL170AJRS0lABRnFFNfIGR2oEICQxDcUsn3SPWot++ZNpyCDnPap8ZxxmmBESXjBU/MB8o9ao3V4otWWZWWbeF8th8zntj26/lUbx3YvMrc+VBu5URg5H9PrU8sEIkZlzLdYIj3Pyue69l7ZPfApiKFpCr3ctvcESSH5rgv83UcIOwUDBx3znqSasIEVnCxgnce2C2D1989aaLa4to1i27mz1duBk8n8f0plliSIARBAFAhbdnoMHmqEeF/Eq3Wz8dX44Z51SfBXIJcfNXFTjfhVKbB04Gee/vXrfxktjIdLv2TyyPMhwOMnqMn1GK8r1EWpeIWgYRmJS6Nn5X53AZ6joahlJk0LNdqZJ1/eptRo4UVD5fTIAHscnvkVp2l5cX88en6fGG8gyPBK8e5hFk8EHgBeucZ5NZOm3EaFoj5B80gZcEsmQeVz6Y6+9dJ4bs7ubxbp0cb3bC1Cb3CDiIkkHK9B9feknqHQ9s8PxpPpcOlXsaI6RBhGRkOnZ1J7Z5GOVPfIq3F8h+z3rJmHKqcYRl2kHGevB6etOubOe+t7e2jnSzuIjmO7iiVnhGOqg9Mj5T7HFNtYZIdUuY5pHlMSoN7nk7xk8DgcgVZJWu7yHTUhjeaJ2dgqxn/WOP8AZ98E59qpaR9shu7k3V1KX83KIIo+I+dvAXOOSMHpj3qj4q0qW5aUPcLFaPkq7AkI47Z9xkZoVBpkWm38SiW0lRbS6TOR1yvH49aYzroLCG4gimuJvtAQs0PyjahPBwO544JyQc1Q1xm1O6j0q0jDgc3BHRF6hMjrn0rPOtR6hcyQaQ8rzgvHNOsbPGjr8vJxweP5YqwN2g6Z5agLfXDbVMhEs08h/iVeRjuS3A6nAFK47CTX8Gmxxw3tjZiRIj80zg5UDMjYbJCjuTWVBpSa5aSXuuSeXpRmEiwoDFHJj7mf4gvP3Sdp64q3ZaO8bpqWrzrMwkDDaD1QE7pj0OMcDovalur+DW7aOZVdLIGWU27IW8/C8YPQrnPWmDaK8kH9vX8RmsRBZQkJEgXYX6jOVxlfl4A/pWtp+kwf2PdW7RxPOryPGchzHtJVDuPOQoHPXNGmxebprSyANK8TFv4tvyDgZ6DAHHfHpUGnTPAsBSaJYP7LjLvIQF5B5OOMmgVz5fCknOduOgz+PFaRhntxa3LTeXC6eZG7D5mKsOFx3BI64qpIyQwo8RIZkKOrLkDIwWB/l6Va0uD7VqdpbzMwhkdY25+6CRkr6EetZAX2v0ntJNQeB11O5mIje2O1R8uD8o6546epoijWbT7aBY8XPmrHNEwAAAGQwyQO7A9hipZJYo4Lt7lLtL21vlkS42gpgeo454Xp1Gala7fWL2++2SKLy6G23NuAFZyBwB2B479QaAKdz5jaVLdWtrJJZpMY5pJPuLuOFATscYwe1dN4A1y60XSZLeJ2t7S6uf30yFXZWxwSCQcAcn6VmPEH0jWNGNhK09m6SStH98uAAQVzggOGBP8AdA4zWv8AD/S5b+wfT7622adJdOs8sXyzq3llgBnOVI+XI7GmtwNHUfF1kQ1zPK13cr5oihjwzAjpIWJAxnBwMgjvjJrn9E8PWeq7LjULS8u72Ri7BCI7cDI2jk85yeK9Y0fwzoem+bcWlhA3lKUEgzvA2n5fmGM445wOa2LK/QWgSK2XiTYFnQR7gB94kA4646VoBxWnLfWgvJLfwxEtzaxgWxt9nXLbVJLAfKd2AM9fpViy1vX4kjS+SSPUFRVZoIjK+7OQjAcAAEHJIGSea27G8Q6pf2slm8Qhk82FoWLJyo+6xHqDzg45q5ZNfNGcWSwpzKqyNlmbqWYjrn/OKAOLuNS8eHUIdOj020uY2uGcsgVVkUHJGScofqKtwaR4ne/uL0JZwzTDy5XnfzSF7BNuTwMjGO/WtmVdVaES6MbEO8xuJxelhhX+f5SPritO6t7yWFfsdzcR3yq0IKlSFONwaT2yuAwHQ9DnIB3OOsvBuoWWqG51K4t3u5j50P2aQqxxwdxYAgcrnAOOnetrUrvxJYWazPbW3k7wsgtS0jhf7ykgE8k9M4x3zV+w0bW4JlkudRtbqRwA872p3bB/CpDcYJPOOc89KvyC5SG4W5ljVCWMLRgsVG0A5HrnPTtQK5yNto9lqM8a3mqTavPJG6+a6bEKt8pQduO4PNben6b/AGUskcMUFrYwyM0ca8xnB4c/3TnnjNYV54dvNOW3vNKlil1BGjmDxSGNJiTtKuuGwOP8a6OxeTUI7bU45/OjuI1YxmPyxhvUEnnnGKYhk4tr9iI5UsriT/Wts82OXbyCR6YyOcEZqbTpUtZBYXEUMPnxmRQhJiyDgsDjjIK53YzgAZ5qrdItk8cs920MNxJ5QSOLKyOeiqxwQPwOfWoLiQQFjLM7M6FVmVNhP90HOQuCpHv7cZQGH4msPD73st1PKbAxQsbm5WBg0iDAUA4HUg8DPSn+GNXnvLW5NnqP9ouZTMba4BEipjO0OQMtjoOh6EimaxrEtoLewu4jPLfQh455YAEMu4gITu+UADrjnNatjEt1q9uun29sSjJ5skcqyGI/3SBtPynOODnHUdADN62vNQaRXbT5Z4c4VAUGwdMnLA49sZq0utabcEySxyW8YUEtcRMgXtnBGP1qcSeRJtkhMMoVcHBaKXsORyD2/wAajurm3OTIC2eHjdf4iR1JyKW4Hy74qEcHi/VIvl2ySsdwP0xWTDISSsgAAGD+FdX8YdOax8cvMV2i5iWU4OQT04OB6CuGE7BF3H5vWsmtSos0jJKsu21BLSLggdT7VauJbq0gW5kjUxswH3gxQ4yAQKz9KkNxPNATtkniKo3ow6VqWarfaZcW5+V5oiy/76c/0pco3IoyXjSxGZWZj6Z4H4VnT3U0x+Zjj+6OBSW8pXcrYAPU+9LHA9xIAiFhnrT0QrtkAO7gfe7VPDatIR5kixrnBJ61rxeHmkVBvVGJ44q3H4QaSTa1yCOrkdvalzJFezkyvaW2nW2GBWV/7zGrhvVK/wCsXHYAYAqe28IW5izLK5YnjFXYfB1tJcLb7ZOejE1LqxRSozMZr5R/y1WkW/bLDzQRgcV2+m/DWyuN3mqwbdtU561q+BdN0u01DXPDd5BG6Sy7MsAWClR0NT7ZPYtYeTPN0vVYlXkT65q7p2tT6Tepd2d0scyHKtniuk8a+B7DSbDURYxOEt4UmjY+pOCPyryya2dLXzcEYbb1rSMkzKdNxPqjwT4/s/E1utvKY4r1QN0ZPDe4rsjJuUsgLe/pXxNpup3Wl38N7aSsk0LAqQevsfavp34d/E6x8YWq2tyVt9URcPFnAkx3WqIR3ccQB3Ekk8/SpMUvTOcjBx/9Y0UxgaKKDQAho6jHrRRQIryxM6kxfu5B90npSwzEriYeXJ0bn5WPsambJU4znHGDiqM8YQBWDSMZNokc8geoFUgIrt5C5+zovzMAzt26847HOKSCU28mWVmXb8zbcnOeTVhbcJuaRTnPEg5J+o9Kga7ED5nQHa/yiMZypA/rmm2IknlimgfbLtdOVZRg59vWqsLMtlGivuIG1XHDMy96uSrNNGxdY0t15xt3M3uOm39artbzQQ/uGWdfLOIpBjcQP7w6flQmKxxnxJszP4ClPleZJFKky7BnLFgDn3wSc14SysbcxhogpfcxxnJHT8OT+VfSN/byX2h3mnyxsjyQttUNkZH3SOOmcf4V80zlld0lwX3ENt6AjNJoZb0yZLVszjJjUvGrKHwSeSAe/AwPrWr4Ov7kePdMuvObzpbj58fdYE8jHf6VTstJstRttQvFvBbJb+V5TTAhC7Z6kAkfdPQHr2rd0PTJ7C/sb8QSG7Wcm2bKtHMxxsCsDyc5zwMDFJIdz3wOyXiRqX3EFF45U9eT79BTmnjXUGhYEb4PN3H2IH9arW99Fc2El0hciRUmCovLKoGdv1xVKWaS41xoCU8prQmTnkoWH3R6dutUSJcXsr6GtwyPHvzvV8MY2w2Gb8cAYz94VnWsU+pw2aGWQoXKzRglS5ABJYjvz+taWslmtoobSNJ5gyEwB9rdepOCCMZOOOAetWtMshJbRA3TMgZi7RDYHYt0I5OOAPwqhjlvIbRJdP0WBJroLu2rxGjEkZkYe4OQMsPSi20dobWd5bh31S6jIkvXAYqwHRF7KOw/CnaRs87UjCqrHJOfJZVKlgoCvuB7hgw+mD3qPxDqU1ppMaWnFxcSCGNsdGPU/wBagLme97LqdxMlt5cmmQo0Egdsee3Q8dcdQAeuaY4iXZBFJI08RCSwRrh1Tsn05Jz3Cn0pIzaabZ71tg32SXy4GJ2+ZOFKnjuBk024s3j00ajcz+RqEn7szHgspBxGfXOTz24PPSqEb897aaRZtOwDJjaqx87mIGAPyrLh0RLstfamUknmUtFFnairjgY74FQ6XarqFvDNcSM81guz7KRgq3Yt/eyMc98duRWvrjW8ejz/AGveIQmQU++OOq+/p/KgaPk5DICNpOVbavGQCe+OlaGk6fcarq8WnWjL9omyF3ttDKBk/jgGqG5UZWjT76DcCOjDritHwrb/AGzxBaW8Shp5GKp823D4JDZ9sf0rIDZ8Ra2NY1K5a6ia2gg8qAWaEBnKBhuJwBnk846fXNZUKebcW0iQMESVclDgICflO7t37VowXEXm31lfSpcDUXBa7nI+XBIJJP3G46+gx3qtNd3WmadMlrCXtJx9mlkkjEizKGbbyQcMcnkdsY60AW3km0TxXrUVl5t/M8EqK+cNufPJwOSCSMcDiuq+GL3i6FdXkaq4tr6JleafYUOzGDkHjb+XtWdYXLWseob7O8trqG1gWSNRtbyliUHlcELxnGe+eprc+FotL/w14iGpHfaSyCSfaoVcFPn6dARnpTQzrrmw1xpL3UTLHaG6Mf3T56hs7R8vGQdx5rR0/WbLyrixu5P9NgdVuDKm1nJ7gdMcVa8I3bX/AIPs5ZsibyirMU2E9s47D9KfPb295HGl5bllyGjaaPIHXpnp0H51oIV77T5FQLLvMTEKF6gd/u/hUB1mC6VBZQXXlR53PGu7BU4K8+45qqvhm2iuZLzTmuNPd8B/sr4QEfxBPuE888elTrFrNpqLyyLFewO4JUHy2QD+Mg8FsdQuB7UgKcl1LLFDbw2RW6AMUjSjYNpPYc8Z5A6+9atvdR23lLMxCXDgLKF5ztJ+b24qmdTtNRLW80E1swPmQieMxSg5yeeoGfTtUtmv2mZFMkSxLI8CgtuPmKOmeo+Xdn1pgbDyRRW4w3U43Ic8/QdKpyvKI/Kjgw2QWkaQR4ByPlOD83t6VFFo9rdWpWATwQOT/qneIn3wpGO/6Vb07SLO3hdVEkocYxcSvKB+Dk0DKNpHLaZW0jhe4IZAEBaDj5gXJPGc9eaLWyW0ne3kmCRvIWVj91WbqFyepbkDt0rejtYEgWOKEJCBhY0+VVHoAKrXOm29/aSQ3A/dsd2M4ww4BB6gjqCOnWpuBkah4V0W6aWS5guJZnbK5uZMI395VDYBxkj6Uy80wahp6Q+dOFWMoFbAWTPTf3z8vY9cHmrs12Y70Wj7WQxmQCQ5ZiCBkei84PuRVS7tk1WGR1kijNuQylGI2v34Htkc+uapCZxmv22pPa29q8bXAgLRKSgdLhcDCyDgjJyAwIwVJxzirfhfwhPo2qxsgC2DQkSxM2ZFkbniQYJUZxk9cdK2GhicsJohcywkukLFVErAAgAngttKjJ54+tRwX73WtCaaV7aYW4uJbZpQWVcZCODwPQkUAdJ9rvbBlicfbLcgDzSQjofRuxyehAGKsPDNJJ5ly0MkJP7uNflCnHLE87vY8d/asrRNYi1fSLa+WJgLuMMY2G447gHvzwRVlo2t1Y2krRqzFvLkOUB7gdx9BxSsB5V8ddKFxpenaxEqgwymGQLz1HB/SvD9g25HPevqbxppra34M1K0eJ/NeMtEVG4Ajnr26Hr618rCKTftOcg4PtUS0AmtpWt7iKZAdyODxW5HqthaXDXFhbzPK7sypKfkhz/Os2G2VV2+o6mr8WnpKpCkDjP0+lZuZrGFzMFujzZJ+8SWx0BrWt41O2PZz/eHFXB4fmaMEg88jjgVqafpcSyoJPnOewrKUzaFJ3KlpFcAOpQke/atmLTZpECxhtwGTz1rpLTQ0f5402rjBB61rR2AtfvRhl6A1i5XOnlSOQhs5xjeHQE8mtrSrbN1EsrEHP51vw2kNwjgA+m0/wA6sGwjVUBiww4D9xUicizpkJS4JwRsYkfX1rzrWnl034kyX0H+rYp5gHfNeq2sRTaMfMvJNee+K4IovEgJ4kdckevpT2NsOlKVjsPEdt/a+jfZgMi4iPP0HFeR674Y8vwWb6FchW3kDtg17JpEqXdlDhg2F249KxorGK88PanpoGUBdMehOaqErGFRK7TPmg+1T2N5cWF5Fc2srRTRtuV1OCDTbmIwXEkRGCjFT+dQr96u3oed1Pq34X/ECPxjpJt7plXVbZQJlz/rB2b6+td929/SvjbwVr1x4e8WaffQOQBKFkUfxqTyDX2Qrb0Vh3A+tMBaCOKO1MLkOoPQ0AO45xzRUTOV8xR94AN+ef8AClibMS9T0zmgLjxyOaGVWxkA46UingfTJoLAbcnGTg/lQApPzelVxiPKsqqFP3gOCvNTNhwADyO9RREO2xxyQQy+1NCEtXNxZ5aMpyyhM9FBIH5ioTuikBDD5uDuP+cZqO1KwJ5EjN5ZLFST0+Y96kY/IUkGJEX5cjg+1OwGbNqDWupRgxM6yRkqCehz09uMn8K+cPGFkumeMNVs1iaKNbj92D3zzn+dfTepWYnsN6KwZTu/dqC3X35z/kV4p8WtKUXVnrEMfy3KmGWRVGFx93J9T83/AHzTkB5uTcJDvy32dmKY3EKxHbHryDW/puoXdhNYWj3y29qCHSVAGVMnO4Dtg5BxioNE0iLUra5klafdb3EEUSRkYJkJBYg+yfpRd6ZFFrmqWEbP5VpLIpcgszRhiMnHHOM/jUID3vwneed4chhhEtzHauBFIMB/LK7kwvfC4BGfxptpbW8Wqw7ZXnFvZPArBslkDr94eua8++FWvtZX/wDZF2djuA1vInBBP8J7HPbPQmvRb7TJLrxPHMrL5SR4uDC3ls2OVG4c84x1q0ITWTOsWbaAuJoGYNGDk4K7ec59ePrU+m3ObaLT0uFN9LHvkaNTsQd+557dfelv9OhlvBeXM0vm24KqWnKoBjPzKpAbgYwan0H7NLo00lpGkMZkLZhQIC3HzY6c8Dn0FUM14raGAxRRqFgRcRbnJIz6k8k/j+dc74nvZbcWYtoVlmU+cYyOCR9wZ7EtitRZ5CJINhWRWYlpV7k9PwqKUtLeQxSGMyIPPYuPlcA4UkeoODU2EYsdvBALWLUL1ltYWK5cZHyqcnd/ePrUmnRx6/N/at2QtrFJi2jd+XA4yQeOM8fWq+rPcHXItJt5lWJv30pIU7AevBHTtg+tdIdFsbiFY5rO3+zJgqpiXk+oGODVAYmtztNqCX+gvI89suyUxJlHjOdykcbmHBA+vPNU7CT7Xpg1GS5Nz5Vv+6mlY8PyCojGAGyM85IJx2rtXtI1CIAOV2qzjcVPb39a4uUrpPiGWyWVBb3O66VQcKlwq8j6HG4e7GkM+clJIQYG4EnB7ntVvR4hcatEouRag8LIUL44OBx3JwB6ZqmY2jDqxxMpJweoPQitDTrK6mvo7e2iY3E6Ewxltp9z/h+nPFZAaoaGw1y1sdVaW406EuSjA/IzKeNvY5A5qPT7ow2ur2Jup7a0uBslby/MU55jDYyB35FWte1ddWSKGeLZqUTIstwAVA28AMCByOfrxVV1upNPv5JJmIDkeYzbVcAAkH1PIOPegDp/C04gW7ubbZP5EaQXiy4VWhH3tiDl+PbJPSrPw00qbXNC1fT0kEdvJcoZUPA2AZAPcK2Npxzg1y9ut7B4ZSWyim/0i6R5pXGQVQ/u0z2OQT9CK9g8DROmoajI9p9lMqQypHD9xQUHRu5/r600BvaZcRzDzYEWKMIYZYlbdskXoAOmMZ5FXrpZZSsav82Mqw4+bGef89qyLuyXRbq1vbdUWJXSGTncz7jsViO7Atj2BatKdnS2nlbynVHzFHyCydCSPUc89OlaAX7YLNapKuxpCuHDevfr05zRKbhLlUhRnByF3MAqjpz6/hUFkFkgDFtoRcjPJA69foR0pZzJNC7JKrzLzHvB2qwPU470rAXTbwi18mRBJCFwdw+8AP5msK88H6XNKDbRtZvJgO9o5gb805NaiaglxEuBswPnjJyUPXBx3pXaYQbOrsQy++e1FhmRZQ3NhOLWPVp28s48u4zKJSc4+c8r0PA96spqF1blnvLcyI45e0Uvgg8AJ94/gKtXti3kho2YcH5UbqDjP15A/wAmpLFQyKGGXVcHYMLkcUMRJa6lZ3BKR3cLlDtYBxuB7gr1BFWnBRCOQG7+oNVvJtnR4mjjlLE7gF65qsNA0+3tzDZJLYjJYm0kMZPrzzzUjINSZDK7JKBCiCKbCk5LsBww6EDII9xUN3bQvFHcRQyG5UARGMhWPUYJ7ggEkHj5RTpdO1Cyj8uyuRMiqFiiuST8wPLGQDJ+mO3WqcWpbLsRzboDtKgS/dmIIyyt2+9908nk9qpCOTuri9vPFctrCWtbiDYu15iEkQDcrEfxElnA25Py81u2V1Bd/ahPbXL27wBpExng9go6E/ewOoIPerur2dmNWtNWuIy88atHCrSfKF7sR68rXlw8bXnh74j37TWf2a0mKLd2m7cEYKAXTvknJBxyCMgUwO50XVdIt76SysJpYoYkRltZ42jERGBgAjKg+h4zXWQy72MrsGbO0svOT3GO1c9qwm1LR2udBulju5IhIl6BtQrkN2ySD6AGvO9N8a3fhXUntb2xkCqSl1EWxHC2RkxtyNp6465AFID1a5u7e0uTbzSJ+8jaTYudwUdCe2Pvda+bvGGlxaZr8lzbTRz2N07SRSR9OTkg+/f8a9osfH2h3XmW087ea42xh42zIjZyMkcjCnJ9/rXl/wASIbBb6CLRzCmmBRKkUEwdN7dT6g4CjH+yKmpsVFXdjkoWBO3OcV1ui2az7Mxge5rjowY5M46cc12XheRpblFPbBFclR2V0ddFa2OztbI+Xs+8ijgH1q9FpILiZV2SdztrU06zXAkcDp92tiKAbgScj0Nc6dzqk0jOtLJ41TaRwPzrXW0EsIRuMdasJCq8DGKkHpVJHPJsz5LXyzvWPOOmKfbxlzlhgk1eIIGBzxULMAQpHXimyNQu2QW0kTOqtICq5OCTg9K8d8dzTWesaPMpZ82oXce7AkHP4Yr0XV5ZJNQt7d1DQR7ZoXHUMNwYH3AI/OuL8W2ovdAE8eWks7hjnuFY1VtDXDycZ3Oi8E3RfdG/BbJUfStbRlTddonIkmZs+/Ncx8P472W7juVhcWwXc8rDAbjoK6HTG8q4uY+ysSB3FQtGbV7X0PmrWoZINbvYpeJEmYN+dUQpz/jXoXjPwnq2p/EPUI9L06edZpA6sqfLz7niuz8I/AgK6XXiS5DY5+ywHP5mu+Ox5UlqcX8LvA134m12G8kjddNtXDySEYDEfwj1NfVAxjAPAH4+1VLOys9Ps47Oygjgt4xhY0GAB/jVnIDZ9OKYhScH261FcHEkGOnmYP5GlkJI3AcAVDPcgQ7tnVlAP4//AK6qwEcrObmVAcBgoU+p5/wNOlYLCjBiAGBP0FQTR+Zcq5kZBsIUA8Zz1/lU8RVD8xVtygEHsTwf1FFhE8p2QNjOen6VGZAyc8EENz6d6pxXZa2SGYiSRAu4jjPfvVmZiF+XhQDnPp3FOwD42OfOUkxk8j29aR28u5DjBQ5JYc5HHAptlKu1oyB8vT3B70ssbmD5WIeM5wBwR6ewNICvDHHcacFAbDSOAcgkAsaY4ZkeJ497IpZCRyfTn6UWs0zyyYgMSKQIlyMOMZOPTBOOfSnTZnBHKtt3blPUZ9KoCeZkSJJ1ZmX+JGY4P4djXB/ETQILjw3KscnllZRNHblflRgCSR6DGea7KO5eecyBVEqny3xkhiBzj3/nWD4nlW/tv7Nt0FxLtM7R9mXKjGegOCx69jSC54tYzR6X4Zgm2v5l3qMTrInULDkknuP9aPyNM1KaWw8WX4llkjjluzOF3EDDHern1IVhTfGlutpfQaUmV+xxHzQCSokZi2QP91kGfY1Z1C7sfF2nxvaRTRalptmiSF3BFxGg+c+zL1HqMDtUjI7e8k0zXLO+ZvtUURGEDfKUHUc/7P5V7faXiR6YZHQxSqU87KjE29h8xPqR0HWvA11G5vrZITPuvQSz7cIGRRu6nqQRXpeg63PceF7A2kGbu88u28hwSC6fMGwei7FcgjPIFNEs7m4Ef9nNHMcYYjzCnysGGOvfg9RUOhtDYaDefarZbaO3lIaNiSMALhhnk54rLiMurC80+aVobeJVbeyDaysdy9+3lvycdc9ubdpKJvJtLS6jn087mO6Q+axOAmMgcZV/qKoC3Yf2ldyPdXTwMhbzIgowFJPT64x16VI9zAmpaozTJNJb7JEijIMm0ICVK9Rz+FTLdrbwshZo5xIIV4IwT2APQD/6/TBqtNaLY+Hb7flhdTyysehCyMTkHtgGgDN8PSPJqM8t9BILyVzLMHgYeWuDtQkj6V2EN3b3Ss0c8Uu0gFUcMVPpxWLZRXKald3N1IvkZXyhvwMY4yf1+oFTXVxbXDG0ijE00cbMW4UxnHBHqcke3WgA13VwJV0+3kxKxHmyAZ2L0x9azNe0mGPQLolDNfWbC4Ow/MzJ8wA9iDVqy0OaxtvtMscM1xt3kyuQyMccAAHJJyT9aW+1CWBb5riMyySsY7e2UHMmUGQMjoGzkngdyKBnzNNaXD2CarcBHFzKRuc4+fvkY4z/AJxV2G6uYpINQj3C7j3eZPMBt+b7mAOemR+Nbep6LbyaZZwafq8WowKDbTSNwkU/31EeByrfdy2ck9qwVtJrdbuzuWVLy3kHljzM7nJwRjncME/l1rIDVt0HiXV4Lq4tJSDGX1CSN1RiQpy2T3+7xj+pGfd3AuV2xoEitUWIBlw7ISSHYZI3Y4PXtQiBA8MFsZrubBEcTsvkgZL/AC5ycgZ68YPrTtL0xr29iBcRR3UTPBlwpmXJGwZzg8d/T3oA2Lkiw8JXAjmeG1W6S4sH8zPm9Mnp8zAADaQBx1Ir0L4fvLHqskxvZbmK8sUuT5rAFTuBJGPf2GOleeTZ1u6uNAa6i+zvGpshEgRBchRkHIJG5s5GePYcVv8Ag+x1Jbe4vFiS5vdPjNs8buVx5ZyqqFIzkDbz656047geqXc0VwTZTeYEmhbLKBwD8pX2POQR6UthCy6akc8++bYyNI0eGcYwBjJ28EdznrWP4c1K61GwuJ9RtJYZUICocYzyTt74445q9/akovooreFzE4YyMhAG5R9zBBJLA8YI+6ea0Au24WGCNZWK7F8tl2nkAD8/X8avfMUDBtpONvOd2O/1xzWQkhn8homc3ybne3duHUnjJx8pA/qOakSe8kdClzHmMusZZNy7s44Awe2OtAErhraRZocody+cCv3h0LZ9R/SrV2bjy2ljTa8bo0RJ6hjg/oawtTuNcG0WfkyiJR5hnhK/NnIwwOMnuuPxFaJnvLSKRbqBjbxIBlJBIxyRliMfKFGfXjNAGvF+8IlLZC9s4CioT5zMZrYhlAxJAODwTgj3x+dOtJBc2avEyvAFyAOrHtk025kRUzEjCRgMkDBHvnvSAdaXyIJPOYI643YHUGrQu43cxI6sV6kEH2rGYhUF2SRBGTuR15dc44H649+tMl1bToW+R4YyX4cDCbsZwSB/SiwG3ucmNARkAlm/u+/9PxqpqWnR3VvIXRXVxjynHy5HcHsTn9KgsdcsL0xyLI0TyRho/M+QsOmfpnHWrct0J3EaOu/nGCGBYdgRx0pAc3Lo0ElnPHEki200YSe1lOQVBIOOcqTgHOT24ryXVvByi7lv9Biurs28zRzQ3koJEinltxxuQY7kZHI617lcQTBJZAyqXGEeUfKoPXpz+ZPNebTG8vPF1zaoFt5NN2tHE/yxahB91kYNnLYGA2eRjgVQHV+HEvIfBGmvKyyTJCDsl+RJBjhc/wAIHXOO3SuNvtS1C78fS6f9ttnt7m0b7NC0QIilKkrg4+Y5A+bpjP0rvdNEYh/s5WCpaKkjWpbe6xH1VsnGPl6nIPWuQ8SadPP4+0C9tYitojPGJY4wAgBG3oRxgnt2NIDmbw+JLOKPw/d2mnXV5Ci3MEh6Spkho8kKRlmz+FYfijwtHpjxm2aUfaLZbiWN0z5T5IZAw4IDA49vzPqeoQ2+sXGtmW3NybR0ttuRuUJ8+8Hrklhkc4AyO+Zp7Ox8Qaaout6C4jWRAkmYwykglcDJHqc4PoKUldWNKbtK7PAIbbz7YqCPNTkqeprrPC0JSaMlcHGKx9e0yXRNQliyd0ZwQMHj1yOo967LwxbFisgX5cZ/OuCq2o2PQhBc10d/Yj92B9K1owCKp2URWMcdq0VTArGKFUkrj1p3vTRTua0SMWxQc1BNGzfSp8Glxu69KrluJSRyWtCSOQyRBgynzAQf4uhP4jH5Vm2EQu9XvbTA8q6tkkIPdueldlf6ct/EBu8t04VwOn19a4SWC60jXbb7RG6MhO1x0Zc9M07aBz2eh29jbw6XpsVqhwijhPSsZysOqzPnAI+Ur3yea0Ly7RIHmY8KpI+uOKwIrlLhLN3BEhYEgelZX1Nkrq56JaLHDYxMigZAJz1q9GdpAOPmHUVViiD2caZK/IOnpRFJ5llvUsWUkAH+IjivSjsjzpPVkwKpO4DE57U8kYk9jUKsmVlY4YDaQPUUryscLwCzhTTsIlTnCsOAMGq10jG0eGNl3ZDKT0GDkZqxv25brg9PWquDN52CdhXAwPWhAQpJEy2lwzEM26LBHBY9eO33aeyqUkWaNWjIBI7j0P0P6VmyPOIhJGimZSQVkz1GOeD6VtRrG8W4sCrjduA7H0pgY8lobNp7ncohdAuWySo/u57j0PatTJ8wyhgUYDcuc9OhH9ah4BeGb5ocZVQuRj+7/n9ar6JJm2Fm2A0a4jQtu3Jj5STgckdQKAJHE1rc/a15t8YZFHJX+97/AKcZ61ZEgndJoZc20qlCR7cjH5moZXeFyYvMZTwm1hyfTp9apO3ls0caBEA3GHdgr6lR+P459qALW5GmNp5xSYKroy8EBjgY98g/hWZFrav4oeykgMMyjyXJYhUO3eGAweD25/wq3HNEbqPzFZppI8AnGAFOQSQB1z2xTbyOOPULO72/Md27A+Y/JyT64HQ0wJ0WOMIsThCDu24/Tr+Ge1ZVxftD4gjtYBHEsigzSMB859AM+gYH6r61evowjR3ULxqA6q3mZIYH7q+xLY5/PNZWq6e+qagZrW2RpY0EDMTjAc5fA9V2jnvu9hQI86+MWkPZ6pbaluDx3UZT5UwV285bn0YD6AV5zY389nqUF5HIwaAqwKEDPHPbH517p49slk8LzQTozQ6dNFdK4GS8Q4Zdx6nocfSuSvfDOk+Ib211uC8sbWxlkZZTDKAq/N+6yv8Ae24DL7ZzzUtajOO1yGJrmG4tVjis7iLzowikAsRhk6kkK2VB4yBXW/Ca+jGs3ltPM0bLb74mYZC4IBP1ClvTjNdL4k0HTtQsLy1itcTgrc2d4gGGJTccAYGMfLjHJ5681wPhR00fxvYqLqO6jMhjAHybsgqA3fOT0PHrS2YM9ZvbyGzt2upWaCxjme3ljGCGjkACu3frwP8AePFbWkW0Mc0nlImy3VQF29GI4GfYAH8a5PxHb3MuqX8/k/6BC8YaMxgqxTJJGCMNgnGc59OldjosyXmnQ30Pl+XOfMUJ34ABb6Af5xzYizqPl2VwL91B3qFkViSM4wrAAHJ7HpwBWdNqUv8AwjiXc8flTfZ0m2qNwKgAshz+I/X2qfxddy2/hXUpYiFnS3ZlYHBB9fpXNeJbye40htKjtpINQXYt1sz5cWcBcZJ3KeOO4osBrLJHrcduY5DJHxhAjKenPy9Pbr0J71rwWNpprNLGVDuAXD8t1A4HpS6Mkw0ndKwiUksWA5H0Ht75qrrGsWmkFUEYm1KVT5MSDdK+SMgei8DP/wBalcC1qWoJbW0hkDFc7RGo/eSueij/AD0FMtNGjELX16Cbp4mzGH3JH1JCdD1PXv6dhj2Fp4iutSa+vtOtBxttiL3csHqxXaNznp1GAoxjknSvxr/+p+36VtdXH/Ho/wApAyBxJ3oA8l8LyeH4/D189xbiK0n23CxpMVZPLOfLLk5wwGeOMnirej+AbQeO4bi31JGtredZJbdP9ZbleVViPu4bHHpmuC0uXQm05ZdQup4ZPtCqYY03qIMZJ3HnI7Ac1Lruq3c3ixrqzzYXRZQjBmQsegc55HB5zxUXKOo8aaMI/FxltZLlri+mkkmgifcyRfKoCMeWY5JPsK5vxLoNn4YurO3i1dLm8jy7okeBCmdy5/2gScg+1ddpvj2+F/Jp3iPyXMdsyTXltCPMgY4ySV5KsAo3DuRXNeL9Z0jU4I4tK0eO3YorSzySZnJUsMEnrkYOeuAB2oAsWtkU1CW8v7w+Whl1CK5jOPOLDd97pyc5B5zkV3ngj7I2vXp0uRVtNSCXENwo3ebKhHmjaeRkgnHTHSvFYdRzFaEpHJLC2AQozJ3Ab2zx+Fej6ReaV4N8Z2Itbm4hsby0SR1dg+AwDDOein1HrihCOz8U6FfpoUi6UhgcbGSHIAk2naV3dQNrMc57Vyfh3VtZ1HxZZWF5NJJJao7eYApKqB8oJI2kDLDOO/OSBXrN79nvLeS3ntBeRzAAQFdyuOuCTwMe9Ul0aCVJhIEilkTnyuiDoPr0HXqVHoK0AbG8dzOoDuJ/uupIBBIHUrjBHtS7G0wzXAjeZAwLwbs7jtA+UeuR07/WuN1ufXvD8em2NrfpeXO5nuQsKl5FB+XdjkZyR6cV0eltPp8dvcTtM3nR+dK1w5YpuHQBuQB6UAalrOLyRTeRyDd/yxePao442no2KddyvDq8LRTzOJIiSPLVVQDgFeOWPTHoSe1Z04vpLdI4YbdYGHliMI0kRyOhyMAY454zU8FuyoYXkKbRtCqApBPB2hf85xQBegjRpZzaKbZmfEjhejAcnJ65/pUJg1GCOR4vIu23BoUUbOO4JPWmwtLBMYjJujQeUw24Xf147k4646VexM8aiJo5SOVGTgDuARwTn1oAhs9VgdUS9m+yzuSvlSL5e4e2ecY6Y4NXHCny3hDLHuGcnIbPdj+oqvKkGoWEsN2sbQt/rEdM8dwc8GqlncBvM023nmlZVDrlt2F77mPB+nX0oA0r6w0+9ll+2wqx2hmD8h17ZHfnFUYtK+yaciQ2EbgSM5itCIWHHUbcduw5NTmWEL50oMqqx3pk7cnuAevrz6Vai1FZ4zcwMHhJwuDkjt2/GkBUt4Ibi1jl069drcAgIzbn6/Nktk5ByCOuc15b8UNQOkavBZT5Xz447hJxGrn922NpBHTcCcHuea9XngkcNf2bRw3S53EKfKn4AAf8Bjd1HPrXDePU1XV9L068sNOgEsLsLuK+VCoix/Fu42g5IY8d6AM+DxTBpbaBObG8dtTt2JlaPdMyFvkVcDlehAHFa3ia3uY7BdV0a2jmvbYmeEXEKuQgILhMj7zdfbacV53q/iSPVWs5dK02dbKxulaJhDlSUGcDHKgAHA9K7+fxJINe/s63hZrKyVDd3RYj7PIynaAR0OeNo5OeBQwOJFvq9jFoep2Vn5kF3cG4uSx3sJJCVKMOu1VB6/3iPSvVILCwEUCGUxpBv+zIJSkargZAweV77TwM47Vys0+k2Ng+pX80unTm5e5jt5EJkYfIDlD90kqCCOQM+rV594j8W32u30paUpaF2aOBflVQTnoO9NIiVS2x1PjuHw9fWyy2N9Zh4UC+XAoC46YwOPy6CqGi+K9C0yGOOWS4LADJSLIOK4bfnrnrnk0ALnByazlQUhxxk4o9ms/iP4XbCtcTxe7wmtMePfCzEINUQkjqRivCRGgG7A+lNKgt04x6VP1ZE/W5vc99l8aeG4oRINVgfPUIcn8u1Zh+IujlysU6Y7GRwM814oqDA4HFAXHUcZzjrT+rpB9aZ7P/AMLH03dtF7aAgHgZbPp/jTl+IWnOQ39rWoBXH+qP4t/TFeMgKB0wM5p4COPl45yafsUL6yz1uT4g6YrZbW94CniK2JrN1P4i6RLbmJYr2/yNyiZVQKfbIyK828vB+Ru2KaFOMMCB25p+yj1E8RJ7HXX/AMQr68V4Y7K2hhbgbiWYenfrVS28WahHdxuywsgx8mzHArnkCgY+99aeDsAG7AHTFNUYMj6zVWiPonw/4l0zWrCGa2mQS4CvDu5U1q6bu+zq5+8ScY6Dk1812t1LbyCWCR4nH8aHBrsND+Iuq6UUjnK3UPTEnD4+tXyWWhSrp/Ee0TR8P5bKJDgqG6Ej1pkk8BbcJVGXCMM8hgcfmDXO6X490XVFUrOILgdUlO0rn3q62m2twhudzvJnzB+82o2R8pIHBKjAB6gips0bKSZuTK0cYYn5gMtjsOlVUuIFR4GcDPzDBOSB0/Lv9aittQi1TTX3cTwv5FygOAjngjPcehHWq97a4tnm80FBtUFmI28/L09f1xQMfdRs+4Rk4K7pDzgk9CP1HHPIp1i729v9ncMPKJKBmBcqeQCP09sYpluyXKywyMpkt2IdXIBjyBz6DPY+1MKRX7RpKwSeJy8e7BMsY+vOCOD9PTFAGi8LvC4GRMyEKAeFbHGfesu7sAwivYZZhDb4/dsxQKjdWUjkY7n0yKuSmQQCa2aJQ4BVZgVX25HOfY9KZFJNa23l36me2ZCDMVwNuOkgP3eMnPQAUANT7QrqDIkqFmYiVCGHAwqnpj3PPNV5JJY0eW4tpvLRxJuiYGWIdjgcsuSeKvR+WT5LYYqNyEt1TpnHXv8ASoZbj7NJbxlVCzyCL55ABjk5Ud/TAoAZeGP7J/pFwI4874rlApEbHud2RnPIz606SWQxwm4ijSVJRGyODsJY7dy55weoB7VHPZRXOImym9wwZWycdO3QYAHtiq9w15b3c96Jt6ODGYnQKEXOA4x1OeSW7UwI9Shmj06WzhZy8UizxoScsiyKcFj1J6fjVi+1Gyt43YykXKxqpCddzcBRj6/yNUrua3vLqOznMkM6fM87RFcKnz/K2MMuVGQK47xL4ike2lWCMwJFOs0STDDTk/dbB5AG1vY8UgSNvxVcf2pbRaJLFcwi4iB8/oPMXI2sP4hyCf8AeFeR+MPC0fhxNOeBJJIposSXIYMskwJ3qpHA29Mda9g8HacjwQ3cgeSWVZJQ7dJNxBYYPQAgYz79q8x+J0l8niAwTu4sv9fbxA/u/m+8wHqX3c0mBkabq8M8dpHeSzQ3EDbYb+F9rIB90P6qpxjuAMdK39Qh0x9XTzNTih8Qxj97MLdoIJW9+yv3JGBx0rgQM4LNuYcZNT4KQGVAOBtZDkgrnqPocfjikmB7xBZ3epaCr3aAyTTKZhcgI68HMi4wOcADA5wetS+GpG8Nakmj3ksq21/K502OQEMmMblJ9ySQB05rM8CzXp8Lx29sXMysB9mkI2/L94AHoTuXnvXT6/Auq6bJHAsMGrW6ebbSyjBgkA+82enRh6HtnmqEXPEkW7w1q8juS3kmNEXk9eMetYmkxQ3dzJqVxcNMbl2uYi2cLFI29B9eRgdqxtY8UT6v4I0+3tzJBq9xcxRCJQBllxkg90cENkcc13TR2WiaQ9yZfJgs4to2ruCKoxnA/QDvTAr6l4gmjgt7HTLUPf3h/co549WZv9lep7ZwO9R2lhFoIN5dStPNcEJNeS8bm9Cf4VHQDpz0yak0BLK9uJ9V/wBGkvLgCCVYZhKvyjIQEHgcZI9varGuOYLKW3ISUeRJtaY8AbSMMfxwPXOKAL8U29EeEgQnPQYz2qS4t45bBo8FsBicdc88g9jWZZzJDoMbxH/V20eA3O3gDB/litETSm3mhYCNyGwyngjGRj8DQB8pWBuLOaC7jYxiGRT5skZKqQ4IPPHXnmtbxDJ9ottNtHgieZbYSSXCgh2VuVV8/wB3HJHrWXaJNOksLTC3imUrOWyYxxld3BwM45H0q3cXE7R2mn3C5MCkI8bAtIGIOCf90EY9DWQy3sibR31iK2Yw3EnkRrMQ8hVdpO3JB4YAE9MOPSsO+ieSZ3uDsMoDMoPI6+npzWnbzSSaZLpbuSYMm2RUzliQSOOQCAMnnkDjvV22s7jV4FS6C2thBHJcNMYwZGzhdvUFuVOAACOaBmXc29/qtwpkSOJ7ewErYxzGigAtjvgDGasTXgtdesp5pILxEFvK0quW2oEBEecZCgcYxxVPUI4rW3gmiuiZpQY5ETdhk2g55AyOduPaorKySdTLEWyX2RRgBi7dR6d+tNAfTS30Xkwyq3kQiEyOQMjBHp6AZ/HFc/8A8JXqWtzmLw/YyyQ20m179yFhORjCkkHvnIB6Y71La+H7nxDABqO+20+3J8mFJfnmyMF2IxwRnC1rxOmmWhjZkjgDBUj24BHQDgEk9CSBjkdMZqxFHS9M1OzjkjaLTI3+YyXSyPM7AnuGVcZ5pdV8PahrFilta6klqsRGfLgBJTpjk/Lx27+1a9zefZWgN2NollCBc/eJHHI+nSr8LoyKwQbieGTt7e5pgcW8XiPSrlQ32aa1aXYilWi2RBSQxYA42j1wDjrWTeeIdU0+68mC1sEEjb5NkjssgPU5K8DuWGVGBkjIr0U3sUc0ltc3EBlVQevLITxkc4H161l6ja6NqtvIJIleMYAc/KIyvOD0+XP4HvmgDGsL/UJpEEsFi07KXa0E3KZIA+YDLEgZGBjC9ea2fLupopxKsatKDxbkgRsvqeuT7DtWDf6ZZXup28QlKThWlhljlwrsu3IOB0AxjB/iNXv+EitrCZ47mVhaScRyCMgRnC5TPrnJ3Hg7scY5ANKd3nt0aC6LvkMybhG54zj2Psahsbhb7UZ9Rt5oXi2IgjdyrRjgsXXGQcirATzbv7TArM82csECrH2yRk5IPf8AnTrhWCxSvZp9rQ72CHhs8HJwM8E9qALEerI8McttJFJCxxvPOBnggjIP41b/AHbiSJrV8qAAylQD345qrbkIIxaWyCJh8wUgbT/u9APxNZV94stND1MaVew3AndMwhUDiTP8KkH73XrgY70MDYix96P5Zc7ipw3HToPXHbNYWrmH+z797+K3jtWXE/myfLISTwR3QjA45znisDXviJZ6P5dzZKj3cp2ywo2QAvAz6HqDg44ryrWvFGqa6wF3ORCrl0iXhVJOT9RmixEqiibdhqWlaDaarp6zy6pp13InlwRqYRkcknj5V4xxkkdqy5telOpTX8UaRzSYIf7xUj+In+J+249qw97Dp/n8Kb5pA2npmixhKq3sWrm4lvJvPuJ3kkPVmOTUIRQPXPemq6sfQUuRn2qjN3YpUY6YpcA03eGPoKepU9COKAECgDJpwwVx2oGCOufpQq+lAhfmPQZpmDu5yKkVivSmOxzxzQA7APFHAGMcU3eRx3pd5PBFAwJKjAU/WjdkDOabkjrmgE96BWHb8H5RilB5zmkG00mAOCetAMlWQ568e1SK245bnHeoAvbNO3Y45xTuKxZD454OOgNbGm+KtS0xgYpyVGSFc5Az3HvXOls+tGTimNNrY9S0LxrYSRxLPdSWV2mEWcxhwyd1Y55z6+vNdzDqK6tmOxnRixUCSIhlDEE5YHGR8uD9RXzureo49BVu01C7sJN9tPJGVIICtjvn/D8qXKaxrNbnv8xa3vxhAp2AzSKerDjhe468Gi7Vp7ESyAQTq+EcHcm7tnHbA6HA5615ppXxIuxcwtqaidUyCyjDEe/r+lei6T4j03WFMlncDf3tiBls8dPpiocWjeNVMvW2oCeNQibUmQPkYwHzgoueeexIGfrVC5vLyXUDptpO9sFi89lki3ibBGVBJ+Xng1DqOlWyB2QtFO5JnjOQkgxg5wflyO46dRVrSdUjlZor3/j9hB/esOJFHGfb0POPQnrSLGCHZOJIJGt5YZMCMnKndwQp/u4JOPUD0qW8EEqMovYUYLjzSwKlMnO05xnjB5q1PaxoryKrQN94zKckcHJHXtnt3rJuwlpcWrKA9pKv7s7RhX9T2w2ec4wR3JwAC5DdeZDKbe3863V0KxMpXamOxIAP51ZuJJ5QINu+RflJVdyr6An07cZqXTrlZ7EGFiGxtZB821h8pxkDjI6/pVaMjSyssDOyrGCyuSQT/eJxxzyetMDgfEcd5o0V0zCNna23xtHIc4P7oxYI+YBZCQeuByBWD4X0u41qVrX7RNCi/NO0JwWT3PPPb8a7r4h4Nta3AYDDyIFGDnMLlmH4A8Vi+CZRDaXsoiBifaJ1RMs56HHIwTkY+hpDZ1lxa3/2ZEs9Tg09LZBHh4BKeBlSDkdQee+RXlvxKt7y507T9UuHtJdpaBZoCwLpnqUI4+bceM9a9p0+Fltt8mNx6E4zx90fgO/fmuQ+I+kpf+F7lYCPtFqfN2rgZUEsxC9e/bNDEjwD5STjnmp4nbynhESuXQ7Qf6VVzjHQU5S249QducjrioGeofC+/jN6YyMyW0ZnCjcGx0c9MN/Dx7fhXo3iWWxufCT3jp5mWWWF9hPzAgrx1PG6vE/AV7PFrVvFFcCDccYAyZT1VCfQkAGvUtM1L+2NOFteJNHqNrfOgtDz5bHkE/7PXn3q0SVho1re63b6hJdErPM0tq4yHR2AcPjuArKMcYA/CtTWvEVtqElrpnkXHkQGO/uGIRhNGpDR7fm4DsAADjrziqeg6XKtzcHUb1I7q3aRI44nwnzAMQARnIRlAI7Y4q3YeHCdTvnkt4LO3Gy1VUO9p4RgoxOcIAMcYPA696YG5PrdrLZLe2tsUa3Hmo23YRgj5R6E/dIPYmol1O5uINSuY7Z5SsCybANoY5yV+bA4HOKmjtbnSb9LTyIZraXc6yRjbsx0BUk5Pv0PpVfVAkoGnyb4YbkedKseSqBWXJJ4K5JX16GhAP0yK9/sZUnURLJDuVEznLMW6444x9K02CSTyMGKl42YfPkHGeaupbrKmWAACYUKcgA981AhheCIKBuiSSNWPcLlf6UAfLmjyXE8F7ZW2DLIheYZwZEj+fbntgjPTJq1ZM0usu+kQyeXktB5gB2ED7zDGCAMn8KzrG4trPUEaWAyqfleISEFk6EZHcj/ADitq4ms9EjD2eozvcEo0bRjiONgSU3ryJOArYPIY1kMqWw1Gwn/ALSthi7tWM7sBwFPBIHbr+tdFLdReINOubhDbQW2nYW3j5EoklAO4Ecn5g5Hpk1lanrJ1XW11a9s4WjmCK8EQIVsDkE9fQkk54rQmt/K1GeWwuTbWtxaC4iWBTsyDt2lj1HX5v8ACgZzmsR3XmQ2dz5Q+yRuQUclWDEvwf8AgXarHhBVfxFpcUkStmcMVY8H3PpiqmuWZs7422xgiFlRGkEm1c5HI4565HXrXQ/D3SZbrxRpjIFdopfNmDfKAgO0/WmgPd4VFuWAllkRfkCgKOT39fw9KsG0jISSIkS7jh85IJ6kE9sDGPrShLW3DTCCIKDuYBBwfXH9aRr23hmQzyRhnI2fvOPw/OtBEOpWs1zZvHA6QzA5ikZchXHfB/L8TUOniVlKiUrIuRcQ9DGx5AUjAIwQQcZNaLEvK+Iy3JDFj278nj0qIiR523YIdfLUITu/E9KAMm50uC8MhkSI3DALLEkZjJQn+LktkD0YVcnkeLT5s20crxj96qkZZMHnkcnjp3qWewhnto0M0yLGVaJ0kbIwOcknnHcGq76PbX8Eiu5EasJIiZCzD0IJ9DyD2xQBHLaWd/aWczR+THass8LgbFGAwIwOn3jkcj2rnrRpLTU52ntri5gv1d5I5AGSNUwBkHgowIxjb0Oc10Wn2ywG9F3ciaFpDIokk5Tgcc8BeCcepzXH+JNYtNUnnt9BmGqXFuokks4HH76PHKoRxJg/eHJ6Y70AddfSXGkW0MNglrJAsYSPz5SqoAOmep45z196NT12x0Y/aLy/ghSRym53O5Djp/hx+vNcVs8Y63ZQ286WmjwMqhQf3s8iMACGU5C4HXgYqnJpmh+E7i5udSj+2XsUiPFc3rmZ5lK7h14yOnH1pXC6W5tSeJ7q6czeHdJmisGYNPqN+xijUDhti92wcjscdK828RapbzajLMmoXepXgc7LyR/LCp/DtVcAEZYH14qPxH4z1TxFK6TTMLTeTHDwuF7BsenvXPt3Pr/ninYwlU7AZCWJJyT1IFMYmjOTRICADVGAgPzYyak8sHJ5qFPvDNXOg6UDKjA/SlVjxmpHGTim7D0/KgBC2cg04L6ZpAAPlbrS49DQA4LjrnPqKkR8HANQEHHejJHIoFYtsd3HaoyT/D0qIMw5pQ3BJNAWJehz7UcnrUSn16mnhsdaAHHP1oyB0P500Nk8E00kLyeBQCu2Sjp0pR0yelMVhgENkGkllSKMvI2FHU0XHZslBXoOpoJYrniqkFw1w2fLZIT91j/FVlcevHShaiasOA6Gl78nim4569KXJxwKBCgn14p+eev1pmeBgUuCWyenehAK+5cFc/gamsr+WGUOkrRzLyrqcHNQnA4qs4ZH3D8adxdT1Pw18SZ7c/Y9ajW4gbAMmOcYxz613E8Nvq6R6ho0+V27wkSgq3+zg+3y88AHpnBr55jmCsG5PPNb2h69eeH7hjbENDKhR0OcMp6j8qVrm0KrWjPb9OWS2VZYLmaeOb50Wdx8xwcKDjjvyfSnwIlzFPBFIgZ8pPaSAMEPUjHGOxB6d65vwJr0uvWN3Z31wxuVbzVMkm/fGTwBjrtKj866U2j3czTIqw6pF8pkAwJV/uk/xDoeOR2xzUnSnfUzLVbjSbqGB5FaZCcHfkyxjkqfVwDnPfPOa6ewlWWwHlsrqVBATp7cH+RrFvJFu7RrRnFtfQ7ZQWUYDdQVY8H6HgHNXbKCJ7VJY4JIRMd7JFjcrZzyR+tAzO8XW0aaauUjKqlwSdmSv7iTHPbnFcr4f0mTw7pdveXs523WIjtOQhKtznv6g+x45rqPEVxeCW108RGWK48xTIpAYARO64B6nKjg8HpWNqVlNqCrY3MibjNA6Ed1QMMbexyw+vPpQDNm1vHnthFkpKgXzXDjIHQE8YycA+wPvTyN0ubeIfapneMO43BCqjI59uKpXmmPZMIzIk0hfzViVcEsqj93zx3znqcY6AVNo10+qwQXM00jeWreZuQgswJGMdB6eoxRYD5/8T6RHpGvSW0BYQyRpPED1jWRQwQ+pGcVj5UFmIGD/d4Ndp8Tbaefx7eJDG0ji1hbYgyWVYxk59hXJWVpLe6lb2cSkvLIqZCZ6nGcfrUWA6Y+ENa8P2VvrrrE0SsrlonLGPPTcOMZr0O30MeLtWe8ivbm0uhCrPdQqVCsQNqbc/MOCTnk/hXJfEPxCDqMOhaf8kdiqrcMrkpNIuMYyegyee+favTfhvqsV54Rjlkj8uWOQq7NxgHox9u34U0Bwt9d+INJ8b29nqFs8198zI8WAJyyhPNGRx8qrlfUGu48JXK6Vq+p+HcLcrYW9ugmYEtKzAA5yegJ6dhVHxyBqPjDw/p4FzEI98n2iKP54iSUViceqnFYekyat4c8Vamuo3El9rN3C8dm+f3dxsX5SR1xxj2NCEegJc2UGty2a3E91qEKLJIWj+VAegBH5YOagvVk0S6lu/LY2VyhWfc+94D/AAsoOdwOTuU8AAEdwY9Bs00208i7vPMv5281y0pBJIyMEnkAZ4rVvrqOSwaKSZX8x1R2VdxOCMgqO+D+A5qgH29sscMSfbJAu1WGxhtIx16Z/DOOmBSFUjvridp18nyOZV6+ZyMY6Y27TwOpNVbFLjTpLyLC/JuaGUSln8s9AxJzwcj6YHatG2kH2aWUsd7DLK5AMXH3cHn359aTA+SoZjDdrOBGWVgdrruU+pI/i+lakVtZrD9puHna3JGDGud7hgWUseM4ycHsprE3KWbcnJ6Y6CtHTEFxDc2bM2ShmReNuUGTnJ/u7uazGdFZ2AjjuLd0ikgFvJPAodZA4Yr0bscKcn2xWta239leBru8uYWMl0F8uZmAXaOijvgcdefTisrRk8nR7a8k8uRUl2vAWyZF6h0HovIOcZ3imz3QWyJL+fYzP/qowA0cfmMSGXJwfTt70DMS+mku7tGkfdIxG9i2NxPf88+1df8ADGJD4ugmIAWEEk7uQzfKM+g5/Hp1rk9TuYNS155YlaKzMgWIYUFIx8qjrjOAO9dh8O/k8b3C2BZ7dI2WSVtpcADhlGeST27ZpoEz3a3bzjJFyu3PPUkHp+H60izRp5qlWGDhecb+nQflWelxdWsbz3jIXIGdingZAAHc9fx9qmnlEcAnkjJhHOQQcfXHT61oIlSO4W6BWYojghhszjvgk9M/0qOXUkgmt4bjJkuMrCoOVO0ZP4Ac1WXUbK/jMljL5hX73kyAqD3DdunOOtcVq3juytL4afpcEusahAhS3MKgRwA8AFs45GDkZ4PrkUAd/JcRMWijfdMpG1lXcSexI/WuYXx/ZG/jtdM0+91DzF2iSBNsa44OWfCke+cVg2Oka7dWoOt3Fra6fcfObIyh5p3+8CZM4Yn27cVoyeI/D1lK9hb23287hI9vYRF8SFhw38IycHkgcUAXJ/D95r0rG+VGsS/FtN8yqADgnHCsNx5XtVrUNFXR/Dcz6DbWsd7bwkwGOIOTKR3PU5A+pwKw7TW9SQXE1r4a1ZmnyUkleHLYP3cF8BQMgYz1rM8U+PtatrOPZYWdjLL8qbrgTSgYwQVTKjpj72fagG7K4tx45k0TTtOm1KEzasbNTtWTMcmRw0nuPQ8g5rzPVdXvdZvnubuZpXzwOgH4dqpOzygPI7OcDljQvTmmkck5tjiATjjpSnPSmbsHjtTwQfypkEWMN1p7jcmBTW9TTww28UDGxLzxwRVrlhz1qBThs1KCeueKBMTGeKYRhuKfnmmMMHOetAADyfWgjNNz1AGDT1OeTigYmBjkZpMMOQOaeMcikCgEHk+mD/OgBpBxnuKTPNKsiFmUMNw6gVSnnK3kMSMMn7240roai2XeQegx3pI7lWkZQ2SvVfSq+oGRbDzonXbv2khutVdMH2l7x8fdgZsVLkaRp6XL0t6scsSfKwkPJHam6j5trFbzrMI96OVI6nnBX9K54M3HJ45H1revX+2eFrW4B5huGjY+mVWpcjRQSZLYNutIvpisrUblribZk7U+Uc96v6VIPsRJ/gDHFZ+nRm61OMY3EvkA9zTb0FGNm2asERtbdJbmcqzKAsBOdoqa2madS4UKmcD1/GsrUIL2XfdSwusKSGMt2Bq3pTubEIWOFY8UQYqkVy8xoZ5wRTvpUQI75pwbPQ4rQ5h+MHAPShgCc7ufSmn71Ln2oAeD61G3JNCkZ5p0i457GmIhOFq1bTb4grdV7VVbjmlhYibg9aAaNew1K60e9S7s3IlibI3cD1Kn2OOn0PYV7lour2urabFq9qzJFIgiuEEn+qPc88jBOMDqGGe1eAIwIwRgDgCuk8GeI/7E1B7S6UPp9yNkqnsT/EKGjalO2jPabm3ttQtnSeNpnU/KN5Rsg/eBOBkdsVDZMgBsZZ5ZJZod/wC8fYxGcEcfxAdfXqatSKk2nWsNjdKglQLEygH5cdcEjp6Cql7pdta30N+huZpLGTdHGZM+UrDawCgc4BPBNQdRWkuIn1610u2jd7u0ikJaeQ7l+UqGbswO761zy7x4mkSCdZ9O8iMS3UUgdI3jbcCxH3QQWG098VpXVxFp3jUGGY+e1hslZjv2s8qBeDjAJOPeuG17UW0jW9U0u2gt4FZgXkji2Fh6E55wefyoA9OezvbqG5uoZrWd5ELwtjLfQ+ox+prFXULxNFS1tLOG2nvHeEJEMJCf7zZ6keg5zkdaf4S1q3utLtrVjva2fcGlX7qgffz9d3X1rOg1WTUNRuls8vHLP5ayH52Kj75VeAFzwDntnvRcLE1n4Sn1jWbLW7pbZozbCCZNziQ7ThcEjuMDnqK5zRvAiWHi9tSgeE6ZFOwtBIXUB84VNz43YznIyOOK9OuNNtZZ42Nx5UlvMsse89edvPsfu4rH0iSz0fRZxOJop4l8tk8pY3Ej5KqmGKlycYwxwcUmB4j4wvrC41uKPTpTcQWUQtzK6ffYMxLAHnGWwM89a7n4S6oIJrkXIiisxGXuSxyMAgKWz0OSfzrl47aO61XxRpcDrdySW+LeV4/naVZEJA7Dhmzn0NdJ4J0V9Ou9W0/UJY4wqxROUDFX3DcRuxywwOPY9hkpaMDrfFd48PiLQbGByrzyMX2yEBkU/u8MPQ5/rWT41j1HSdc0HVzJFtIe1kKkbVXJbKk8EAdPWs/VnbV/ifZbZlm0yeVHgmRt0ci52Ptx05Ur77a6Tx5aLqem28KXUTNDN58EKsrbs8bBz1I6e9MR1VtNGY42kGzyVVmkCkFge2ewzgge3NXZBKE2x2qzbiXbcwAXpyQece4rnPD1xJd2ULNgLbxgDaBy5I6DPOBnPvXR3YjhhM0sqqCSweQjAGMdegH16UwIVhEsijzYg8nUKpMbKvUZP1FcV4s8Wf2RGJY2mmjupGhtomdViLKMNJkHft3ZXkYJU9qg+IHiO8g8I29zos262kka2nvVIXZwMKoPJ3fMM/7PvXmmiXD6raXVjewJd29tbPNGhOJFxklUcZ25OSBg5zSbGcTkZwinOOhrQuJILNrO401ZopYs+azy7tx9ht+XPPHNTx3cKRRAWVuQhB3KW3H8zU0USX02cMXOd6xYOBj39Disxmh4Yil1XV7XT7aSSWCTJmwgV4gxG4rzzyF/DPFa10tvptxfacGRfJWUyvtAEseVClR/eGD3xz0rN02xvfD6y6vavZN9njZoxK5+dSNrbcYJYFhxkYyOtM1i5Se93xrD5SwRp5pDbdxXO45J53Fx6cdKAMq7jNvMk0TErIWaBjjcCGI5AyAcjpzXe/Cv7U2rWzLexmwti6+UEG8sUJOOMkA8Vyer2kH9mWt+jwo0kCusMSkCRtxRhnP3htyfrXafCiE3lzdSC6VZYP3YiCAMylcZB7c9ccmmgPVnklaII6SwCRsxkMA6k8nHBAHHeqGszWmg2TXd9fIi5LLPKCzNx93aOGPB9Ooqh4w8Ty+Ho9O3aeLm4MoK28Mn3xtKsfoGKjJ7msHTfDuqeMbyLW/EsjQwsxNnZRZHXAJx2HGM9etaCMjVfEWveKY5LDRLGHS9NnQs0rDYZgMZDEdOCDxz71qaL4CkgsI4B4jKWxGyVLKNUw/ruJJIz9PX2rtb3RQqi3tdzWsJVvKt9mQccrhlI28D3znmk+zwXTMqbbaP5Rc24iVSmOW6DIYg9c4xjigDGtPAOmaSsV5aymeWNswyXDNI4H90DOASOM44zmtCJxoUMtx/Zu2MnaBagH5dwAJBAJLE55J6daklNhpjP5moC3EpWeIo2QFz0+YHgnj8abc6jLAk0s8LyxxjzSzocFQCN4OfnAyOBigDHvtctPD+mXeqzXn2q7ULAB5ZRNy7mG1CevzgHnHFeF3uoTanqE15NgPKxbaBgDJya1/G3iWTxDrDOjYt4htjjXgH3IrnWYqgUHLHvQc9SV9EWicp709EJHNMiPy4PYUkdxiTawqjGwyVdrYB4PWljJ55p1yBjNRx9aASuSSMCuM801W7cUrKME1HjFAE4cd6eHyOOlV6Ubs4A59KALANKQDzzVfzkBC7hk9PenNIFUsTgDrQPlYpODTlJznH61Hndg5BBpbB/tkyxxDD79oDdM0m7DUWSrIu9Rj7+4A9sjrUN0JTCvlYVpHCbiehqgWkS8gV5g43Fii9FJ6itDU/m8P7wMbLkDI7ZB/wrNyujRRsytDLHcanOY12YULjPGQME/pWfczvLcSRqBy/BxzxxS2sqoZ5ANuI+BnvTtLi827EjDKxjcfc0jW1nc1dRtli8MqoHMNwAx+oNVvCw8zUJojz5lvIuPwrSePz9B1SI8soWUfgw/pWT4clEOtwOThdwB+mQDSYRehkMNrFSOhxU8d5LHaS2oP7qQhip9RVvULdLXXZopVJjE3IH90nP8jWp4g8KtYxpqWmMbrSZ/uSjkxt3RvQilzIpNFTQV82K7hAO7yXYf8AfNVNMc2t3HMyMQPm4649q1/DcUFi0Op3VypjLMn2VBmSTjpjtn1rSk8N6ktuNUu7Q29u5+RMfMo/hHuTxWcqijuXTipStIpXN9NfrNDkQ20xDsrjjI6fjTLWG2jmIkllCBAMQxGQk/oK9e8P+B9Jg02GS/tlu7hwHPmZ2qT7V0EWmW1rHN5UETb/ALqbFUD2GBXBLMVF2RpVdNR5Ero8Wt9Pjucm30/U5lHJJVUx9eTipRpLmJpI9H1GSNfvsrr8n1r1iw0e4huZWmS3jgmXa0KZJx9c1J/wj1nFC6WiyRljkp5hw31qHmb7HJyx7Hi0n9noWE0WpW5XrugDj8cHinJapcoXsbmO6CjJRDhwPof6Zr2a6tXhZVh05ZbZk2ylcFj781y178OtP1CN7+0lntJwC0bRpskDe4HH5YrelmUZfEJ00zzZwVOOn+8MYqYFXTrwRkVranpmo6W0cXiC32BuItSjXj2Dj/JrImhktJTHIAO6lfusPUGvSp1VPVGMoNDHUYx2qFSFcH0qZmGKgbBJx0rYhaot8bt2eCKSQ42MOuefrTQPlXnOBTS2UPHGeDQJrqen/DnxLcC5TS5mRlGXhkk/5Z5+9/8Aqr1UJG0QjhJDRj96z9csMjPqeea+a9Kv307UbO8XB8mQNg/19q9w0fW31fS7mZDJJLIwMtiXAZAepjbHKkfMPU+lQzqoyujlY72e5vDDcx+dMbHyp1I2sJPMVY5vXG8qwOeg6VzviG0k1G3s9avSEnJMDpjO/YcBj0xnJ9en5dvqX2dvEh1KxiPl6lp09rJkbWimjXeAR2PynA9cVk6gbfUr7UoWkimjhhjxztZZIxwwxgbSHcHjqKRsa3h/wpInhM3MkLmWVkeJUfAcKWwG+u45+gqO5uLnQdcjv9P09roTQuAgIVUCElh7ckk13WmiOPSrfEZB8hQYzyORkH9axbAJaXE2nz7pNm6R5nRSAHdiyHjoc5/GhDW5xb+I5/EVvC0hkCBT9pQNgShW3EIQMgnHHHtnvWj4FjvoHli163llzcBkklYFCVB2Eeh96j8M6CIb+9Xzwtk0vlooHzSIrbhs56nHI4xmtPXJ7SfWE0mx320kl7EJ3KlkIgBdUAJ43bcAjrQBwUWk3F1468SWbagkF/BDIIpUQZ3gqwOOM/3f+BCt/wAaam/h7w55lxcb9TuYk8lEAVopCgDSHruKgY7ferqtP0/TLe4n1eFPtRnR5LyUhS0roQeuOCcgfLgfLyDxXnNt4J1zxh4inv8AXZfscDSNOscvDtGThQAOgwBz/jQxHN6PNDpX2XVJbthb27eUiRpvZGIDZAyAo54Pc54r2N59J8d+F5ZNLkXz/LkRCVCNFKEOGYDpjqMGvJ9VS10PxfqumGyjl0xVBe0nJUsFGVxg5zk5HPerXw5vpNG1u4eFgYJl2vA74En90DA5+bBPtUpjOo8E+NlivGgurVzNc3ZQso+VD0LY7DOM1heMPE+r+KNbTSI7aWysPtHlLG4ZTK2cZYgcg5OABxnJ9l8FXk48ZywPaxXFxduxR2XhQVJZR7YBJ+ldt4yvbi0kn1G3tYJZNNgKWzyHASZh+8JI6lQEwPVge1MR5/49v443tPC+n72ttLXddMCDulIAI44IUADP1q/4E8Faje3K34ne202Ng5dAMy4GeM9s9/0p3w/8FSX0i63q/mJCxMiRsMNOTyxb/ZyfxP0r2Dy447FoYYxGgjZQq8bRjuB09Me1NITPnvWda0tZoAPC1qtusSNKp3xHzMAsAykN6455rlTOPPkktRLHESQPMbDYPUHbjg16DregWqQXFtbyJmALLczSDcyIOgCrnp27CuX1aO2uNXkubKCNLV4laNI0AUZB49vpWbKRetNUOrwWuhzGYmafczLzkhCBx78ZPoAe1UtOC2+szWNzbWzySEK3mt+7G3POR2/2vaqMUbRma4jdIzbxFgzDqxIG0Y74z+Ga2dS0lbePTp4riR21CLKmQ7MOOqkn+HG3B6HkdQaAJPEM8EVtFaxQxESRxTQshBVRsAYY6rkgkr0JJPeup8CanZ6RpuraxeqI5IGypHDu/wDcBHAL9PxzXJzWE12bUiCCCFkiRpxCQFZgD82BliM4x7Vp+BmAeVNQCjTUYSrHKmWLKeqqPvbQOR7ULcDtfDGlXOvatd+IdfVYnaQwiB3zDGuRiJe2PXvnFd8IJluA0DFYQCDEG+U8cDnoB7cc1UGp6dplrFZW/wC6jjbyVIGS4xnIx3YZ461RvpdfvFVtCmtbWPfiQ3Mb52dMcjpyenfHvWqEbEd5A9tIpY2skZHmxSDYWXtj1Xg8jjrVLUNd0y2xdm6gfy9zzbH3ORtGMgcsfT2rOg0S3v7xhft9rudq5+1cIFGQdpHXoOD079avjQdMeeaOWys5AQUWVE8uYKw5YHoB7jqMUAULfxpo7TRyveuqySGLGG2kk8Enpx61g/FLxSmn+GhaQS5e+Y7G6bo+5BHUdOepru0kawiXzHD2qMC86ptZOwMi+g7nt3rwT4r65/bPi6aOOTzILQeUmMY9z70iZuyOLV95BzwOQP6U8DLBzVUDn5c5q3HzECOufmpo533LMS5bdUMxCygngVZjBxx0qG8j3RE9xTM09R84DQgiok+VeahguC0exuoqXdlcgdKC7WHhvmwTUU9zFbqCfmc8har3k8lufL2lHI3ZI7VDpq3M12Iba3NxLKNuwLuJ9xUSmaxp9TShdngV2QpkZGR1FSQbbkzAOCI0Ztw74BNLqkGoaTbxNPMouA/lsqkMF4yBxVfRMstx3BR+3faaXNdD5EmV5gtxeQXKbQJj/qwfukCnSTbYLtpQrK2YkAPKkd6qW0m68t8KE2ccfjzUMjAySb8nLE/jmldl2Rd1DdFBZEEjfHv/AFxT9AuNmsQAn70in9aNZTbZaW2PvW5/9CNZkMhhnjkU4KMDxS1Y7Iu3C+RrciYxiU1uOgm8OamneMxyj8Mj+tZGtvHJr0lxCwaOVg4xW5pied9rtz0ltmGD68H+lNfCRPRo47JAIz1rd0yLyrMP0aU5/AVh7TgH8KvRak6qqsmVAwPaiOhU02tDpdLXzbmS3JyJ4Xjx6kg1zFgGjvSMdMj8q1dL1EDUoJVjceVIpbjjrRdac1nr12oBZElOAO+eaJNNkwjZWZNr9u8+qJPDD5v2uBGyB0xx/wCy1t6RLfKW0jRT9pvLxAly+N0MS/TpnHeq72N9qFzpukWLn7cEJmK9IkJ4BPqOfzr1XQtCtPD+lra26hjjMsp+8x7sTXDisTGkvMTdkZvhrwXp3h2ITMq3F8RlpnXOD/s1dsb+HXdeEQiuPslqd4Lxna8vTv6c/jVvUtUh03S3vWYgKp2YXq3b6elXtBSGHRoI4Zkm43SOjAgufvcj3rxnVnJOdTcUbvU0j/Lijvzn8KPp0orksr3K0D1zz9KPrg/WiincAHXPf1zR+J/CiijToMjnt4bu3e3uYllhkUhkcZBB9vWvJfEnhr/hH5Vt3Zn0mZiLeZ+Tbv8A3Sey+levVXv7CDVLCaxuohLDKpVlIrswuKlTmlfQVubQ+f5YpIZHimXDrw3ufWqz8E1uX1n5OpXOhSXCy3dpkW8qnPmx/wB0/wC0OlYj8qTnHHA9K+ohPnimc8o8rsPjkPlE46UgfgDOQTUcYOHX2p8PzL06VYizjKN7DjBrtvB2qzmDELZ1G2j3Rpx/pMQOXiHfOMlcdDjtXCxy5cPxgcGrljevp17FcxnHluCR6r3H49KGOm7SPYdcvv7S0nTtZjkBENxbyrOCV2K0iqTjpu2sQR0wTxXI6Xp5fxI8lrMbjDSoqN8rozqww2emc5B6EA+lb0VnY2sDafHPCml+I7Vvs0RzshuCPug/wgnkD1ArnlMRKalcXUlveMA0M8IK/OuVkiwP+Afn71B2LY9bsWFhZwQyneqqokdfmVNqgck+4NeW+MNVmtfiNLcWN0WRkiaLYxMb4UHp0I3E/rXoeg645NxZ3MCLHYwrMJieGJXcV56df85rynVLE33i+K3UF57xlmkjPRTJ8wAx1+Ur+OaAR0uu662i2NrqOkyQrNfvHPMVKlWcKN2M8gZyMCt6w0V7+Rtc89zpd4q3jrPjdE0bB1GTxtwCM+hNczr+jQf2tpWlTXEiqC6o8Y3kIzk7vTjPT+lehxQT2epQRWhWC3WFE2MN4WMDJQY4UkgfWgZxHiK51XRJIdO0EKnmB2gl8wFbKPIaUv2xkpgt647ipfDC2k+rX/inUrxZLSWARQXJnKhUAxIuAeMtkj04x1qfWNDn1S1v7QCKKZlK3OAZXw0iMuGI3D5UYn6L6CuJ8TeI7u51ZPClmsEWnx5tC8IMm+N9hY/UYzkdCTSYjlfEWoJqniae8gkMsDFVhkdTu2KAFBLfMSAACT3zV/QL2a2nnuwnmLFAwuFzsKo/B246Ng9qgvfC1zYa9e2TMBBby48+XG3ymAMbs44yykHANdVpb6N4W03VL2zuRqN9Csa7g2Id28EqpPDED5iakZb0TR7vS9OTWp5iupXT+XYKYmba7A/vH7ghNx54GOa6+w0G9uZEOsafb320YcyyZEsucmUL9wDGO244HPFaPhW0urXRo7bUbaHe1w2+VnLGXIPzgn1OBzzzVwSxXW/99M0CArHbW6kmNx/eI79OPQ1aEyzasbexm862ChScIo6KD8pP4HinJbrOswjJl8wFmkDEBCQSBx7Y/DBrMuhHqt3HHh48NGZTJEwYMo6dMA89vTntXQFYbW0ZEOOCx25568469OaYj5p0p5dYvHsYoGhWcFHW2GVU9EMjHoAccnqOx6VV+0CPRoyqgzIp346BAflFX9Q1y8ttLsm08iA3Vm0EpVQAy78H3yD0Ptn2pnibyItL0qSyzJb3NjHErbcbjGPnU+4bGePxrJovYoXz29pokMcLSb78JczxFRtGNwUdfc/nT5dKjbQbK5GpxS7kyLXcdyvuYMq/QBDnjO72qtqoglmiWzlaW3hjjhRmXBPUnP4k03SJLKG/Q30UjQBjGfLOGHow9we1Aiybi7NlbwETKgn8gtnDNtAwCn94evpitvRJJNP1m9ldobia1k/dmc7ASz7Cx9BzyMVkG0vpNTjZovNunJkaMvtLHOGYfl9fSuq092V5RdjZc30Zl+1iHdsUpkbAe46HOcHmi+ojufD7anq/hhLnS9UjingUQyQTWyyK7Doc7uMjOPz7VqNp/iuNS6zWRAVS0YuJFUkZ5x5Z4/2R3A5rC+HO6e9u7ixnQI0jedEUOACRhx09CoHGN1ehWDCBI7aUGNxlgHbcW5PTp7VomBjiPxDc2aNJDYG7VSYXV22jOME/LkA49KzbaPxfN5kbS6Xbs52MUuHU4H935Dz6V06F4A5YSIoG0lgCckk9j71K00AjcCI4PyuQvT35piPOvEV9rGiaE2o3UNzeIFkjlf7fmOTc2FLIVG4YPHTHSvB53aVnkZtzMa9e+MOtmO3tdEiZcMfNkKccdgRXj7kHnnrxQY1HcRFAHvT4y0T7lGVPUf1pq1Ki55pmZciZdowc5qSYApg96pqwglVsZQ9PY1fA3ryaCXozFdTFMT2qypyhx6dPWi6iOcntUMTE/Lz+FJl7lnWLOS7nha1ZrjbbB5Agz5YHHNZ+lzzW975kMpjfYRuHXn0rqbPUFMIs7WIRl4WE8g6yn+grkbAZucf7JrFXb1NoyujWvgX0Fm3ElbgFj65HrVbSbqO0SR5DgYII+oI/rVmRS2gXw/uyI36gVgdehwKdrBDVEkSh7lBkrluT6UlyoS5kQdA3Wn2ZX7ZGXXcM9KdfLtuSPUDimXfU09VjLeHtLm67d8f6k/1rDAOM4rpJF8/wbnvBMr49iAKteFtOsdXsbvSLgrHdzEPaztwN4H3D9aluwR2OVw5wx6D36V1ejORqVqx6N8p+hGKzxotwNRNiYmSXf5RRh82fQ/Wrwgl02+jhnyksDgMD2570RkmnYqtScUpN7mS2mZnnBdVMczJsI/hz1pq2DKD86deVI6iuv1iwggWeRnWOcS+aqN96QOMjHt1rnz/U9qqmuZE1Z8jXKNhuZ44Htl2xWzHfsUfxevrW9PfWV0YtRWBk+xW26bP/AC0kyAP1xWA3TOMkdvWtBCiaXZxvkRXN+oc+qr2/M0qkUldGKqczPSPAmiNYaS1/dAG/v/3rseqqfugfrW7qswh06Rs46DpnIq3C0TQxiJg0SqFBHTGKSWPzIynGOM5r5bEVHOq2yZblK8Rbr+y7UjMc0ykrjgqoBNdCkSRApHGqj0UYFcrcWF1ceKbMQajLbokLvjaCF4xxXVjIUZJLY5Y/xH1qamysaRegvU8Uf56Ucc+prF8UeIE8OaS12E825kbZBF6t6n2FRTg6j5UWouTsi/qWp2uk2jT3cyIvZWkALewzWTZ+LLa/x9kVrlgfmVSuUX868kYX+uXrX1y7TyseXmb5A3cADsKf+/024Vy6xuvzLNACCn1HevUWXx5d9T1IZVVdPnex7rDNHcQLLC25ZBxUhrlvA+qJfadLCzbbmL78eeMf3l9jXUnrXm1KbpyaZ5koOMuV7igFuOcdOvFcl4o8UWkVtcaXYyGbUfuELwIT/fJrqZojPbyQhihdSocfw57/AFFeR3OnNpOoTWtwp+1JnbIT/r1P8VdGCpQnLU78tw0K9ZKbMfVLF1t/t6MWv4X855e8jdSaoagEl8m7iAEVynmAD+Fu6/hWjNNcXADxwMDGcMvZqyrRXbSLu3YYezmDqp6hG4P6kV9BSdtDozrDQhZwjoivG2JBnvxTncI5Xpios85pbhc3CP2K11nzrvuOjO3p0JyavFd6g9AR09aog5I+lXoWJjHscUEnofw1uoNb0e78PXxbzY18yCRSCyYYEFfcEA/hVa00UXmnajot3cxJqdheFI5GJIlMgJPIHXCDmuM0TVZtB8R22oRHHlSAtjuvf9K73X7y2uPiPayWhKW2q2aMHjfYd/J3A4IBIyOh61DOqlK6N1tQstM8MS31yyiObZG6IQTc7BtIXuOVAJI7H2rC8ERPrmvTXsmFYrKz7R/q93RFJ7AYwal8T2Npa+CrGJJVknFyECE7zgM5O4jrjcPT37V0/h6Gy8NeC/tCRCe4aMsuFO6Rz/CPfPGPag0ZlX7X1544W6s3EUdnJ5M3mSLhFIySSevHOB+OK6Hw7qa6jfahJEru4VcyFQBIBxgDPC/qa5LWU+x2qQGYSSTO/mSKp+eVgfNYjHClSccntXQ+D2a1s5ldGDFlBZuCSxyR9T+VMCXVDKdSvrC2e4+23Ft9r85D87MhG0Kf4QMsDn+9XnMcNxo0Vx4w1m0H25pCttahQUVmG0bj2+63v3xzXoHiu+hXWEh3Kl0ICJHVTmNJDhcNkZ+dUJGO3XsfOfFwubB5Qty1zHatGihnHlxkjLKQR87s25sjhQRzzgJgY95NqmvLBPq10tvbA/uUOQZB90YUckjG3OMcda7Obw1oumeHMTNNci2uEe4iibLLcBMMrZxhe+Bn0rntH1uygg/4SO+0zzLhLjyba3ilIjdx8zAAqSoAYHvnP407RLjU769uz8lot3cPcxDsJ9p2Egkkg8A56+lSM9T8H2n2lROXmR4o1EK7htETfNt25OGBUZz+Ga6dYFIh8sCNCxz2ycH/AMe5rlPh9ayadp88AkS7utytIyy/IuOMZ6966G81a1s2Au7yLIbaUUYLNg/Ko98jmqQGVYwWFrfahAI3a6inDzM74U5HDDPQAdT65q1HfyXjNFaTNeJ84WeOPakY2/3jw/1HfNcz4ouLu51GNrex3MpjjDC4XaByQHA7jkdcfXtv6Vqt9NZSytaW9tHFuQJFIdsZ5XG3b0yCeDTJPnLVGDRWMCqd0UR3sWz1Ofw4qzcSrDPEfOYRLp4285AZlIOAfU4zVAxskG7y3BZflP8Ae55/SlkjeJYi2WkX5VyMjGCfyxWKZYlywVpPJkV1UoeARhsHp6103hfw7aa7oc0iXgj1COZmMW3JKBQSc54APf3rmDGZBJhQdiBgucnryAe5rR0B7VLy0lvY5mtg+x44XKsTztIxzuGcfiaYitMbl2j1OaUBi7BWUncm3gHP+T3rtoLjT0u2ik1Gc2EdkwN1E/mEFR8xB9WwRgY64rAu7K5XS7mAwzx7LkuYCDkFQNxGPQDkntXS+BtPbWb1nZbaa2jhBmhYAlTG2Ygf7ykhd2fU0W1A7f4YabfWOk3GoX4cT3bBojK2CY8E52+5x9a6+5868QiKJY8soWSXJIOeqgEEYx1z3pReRnZuhdQy44Hyr04I9alS1a55e4lVCCrQxttIyRglh8wPB6H69q0SEVriQRB0u5EdN4UyFtmWPbA71nLbWen3bSj7cUCbmlV3lxjnklsfpWndrZ6ZAxEaj5trFiAWJ7lj1+p9q5X4haofDngJokjS1muh5MUS/wACnqB9BVCbsjwzxJq0uta/dX8ju29ztMnXbWMx4NSNyScdeahbrQczd2LGcnmrDHavFV4/vVcK/LgigTIlcONh6N39Ks2sufkY8jis8EpJ7VPu2usg6HgmhA1oXLlAydKzwu18CtM/NHzzVBiPMyBTJRo6QAdSgH97K/oawLJfLvSpGcAitrS38vUbZvR+9U2tZI72dzGVVZXTJ9cmsn8R0U02nYtxjzNN1GPoREGH4MDVPw8lot75t1H5uwqEiPRiTV3T1Mz3EIHMlvIB9QCaqw2wtLhXjYmMBWLehqJPUqmrxbKs8RTXZVx0lPA7DtTtRt8pbyKOZCVz710F9paKl7PIyQS70niD9ZExg4/E1Db2Qv7NEdtjR3S8/wB0MMf0oTdgTu1YbpEXnade2UgIJg3EY6FeaebOUywpCm2VnCIo4JI4DZ7VZs420jxL5F821lkMcxJ7Hufap5NVs/7SiJb5Y5CjXBPBU8A49ql7m0ZRVNp7lu/1/TrowrcrPJqFuNk2oQJ8pHbI7ketZUthcThrmGdL2MnJkjbcfxHWrOkeK7XR9Mn0W4shc5mKrcQHlgffv24rPXStRQmS20maCVjuWRZWVwM9xmpheLZjNuSsxtxNNNKGuGdpANoZzyB6dKgOMnnge/Sn3eu6jp8wt79EuWA+ZJ1Ukf8AAhzWHPfS3LsAAiE5CKM4H9a3U7Iz9lI1VIkPB49qtas6yaulllo7Wx4QoM5PUk/jio/D/wBlCLdT3Nui27bzDI+HfHIwPrW3pDINMe8n2l7hy8jEA5BOAP1rOc7noZfg/bVLS2Om8G67M1+mn30+8Sx5t2wAGPcHHfpj8a7wgdDwa8WeX7Hc7IcgwyieFgeg7/1r2O1nW6tIrheRKiuPxGa8HH0UpcyIzHDqjO0SnY3kc/i+4gMcu6G2Azt+Xk10h6msPTHCeIdTQvy8UbAMeuABW5+GK4qu6aOVbIUDdwOp6V4/401J9b8UNawPmC3PkJg9T1c/yH4V61czC2tJ526RRs5/AV4Zo+Z72a4bqwLj6sxP8gK9DL6abcz08roqrXWhsxxpFGEjXaigbR0pkkSyoUfoRjdjrWdqaXQnhf7QsVsH6non+97VHb6rNc6oq26homTDA/wkDn8a9NLqfYSxdKMvq8olrw7qUuheKItznylkEbZ6GNjjn2Gc/hXtuQQCOh5FeD6urLdKVGfNiIb3xXs2gXTXvhzT7ljlngBJ9xxXm5hD7SPk82oezrXRpA4/rnpXE+NtIhQ2+tBmMocROWPyhT0x+tdsRjOK5vxxaW9z4XuZJyN0K7owXwN3071xYaVqiOLB1XCvCXmcLnIx0yOfesK4UDWdR7BrPJx65FbvBX5ejdMdKwLh1e81mQH7luifjuWvoqerPqc9lH6sjGHK5qZhuhRv7vFRKeOlTxfMrj1HSu5bHwjI1PPTNW4Sdp7AHNVIiRzgVZjJ59DTRIy6UFi3YjNatpe3NzaWc0QZ59MlR1IA2+WGHU9hn+dZ8qgwBgMMD19KqxFUuACSqONjH2PWpaNKTsz17TtMHnRwh47n7VdC8Ozus3AUegzG/wCVdpqK/atV+x2qolrpriaRuQvngAovHTaCGJ77ua858E65Fo1pPc3EkZlgi+zrE5yz4JMYHry5+ortiJtJ8Py3VzEBLGjSy8H947kt16kbiQPYAVKOncyL2ERWMuoXE7zmaUlo9wIfdwO3RU4wMZIq7p893pNnJeXtpIsUzr5oxv4Qjb8vqTgAeprldEme0vr6O+nd3kjL3ryAMsAHAAzzv9MfSu80/V5442uo4Ztv2YyIWb5JMKSBk8Anue1O4zHvtLgMkGqa/FG8wE9zJbiba8DOAY19x+778At0Nec6jDbeKLm23X8zahcHdGtw6LHCnOV2KoyeOoxnFdN470y6fSdOivHh+0Xdwb69mYBTGgGCMnsA2FHcnjrXHeGPBl74kuZ7jTLhYoYpiIZp+rgEEHb2IGM1PUZ13/CP28Pw9i1PRN9zdwvtWbYRgBiHkCnI/HGdoFV9F8MXWnPcpZXkMmoqDCksiFmVgNrbBnnDfKM5yeRiu9a5s/D0NtaX1/mAwO8m2Fy7NkmSTcOFQ9eeleU+I/F8mrazb3th5lpHpo3xK7b9jhvlkx3Ld8880mHU674eRXlta3NpCk0X2tdz3aMrFVGQNnHfPcfjXpUei6MsCfaIIppYwv7yb5mJ9ien4V518Pg2h6rPc33lma5kWAy7sIYjG0u4HsPk/LNd617calIFS0DqzfuzKfLUgfxDPLD6VSBkk1jY2swUQWywTSeWAYlxk8jnGT/F16VOYUs1uRbcxiMr5ecgErwefUYqNre9Nuyxz2DiN9xDoxYZ7deD1/DFQOCbVTHKuxRu2FcKi4zyev50xHzMEMscIQ+ZKjE7W4yB09uaclyEtzHtR2mAHzngjPcdOD/j2qSJ1S4iDkrtjbPqB/Dn07UizwnTZFjIXZNhecjBOf6VjYoaWgtre/E8W8vsSKQrxjPzAHoe3H0qRzIukLZxyoIoZy6gMAx3hfmHpjbimXigW6QKxfykLNu7FiOn5fpVazl2NkIWCg7gRkFSen6UxHU6/FbxwCwtJbiWdQjOyPuWSSQDoo/iHCnuSDXZfCjUPNuprPY0V3bQFGcr8pBfPzAc+3r3rl7i9sINSfVNPVYjJFHg2xLeQWAVgRjjaQSAM5GOldN8NrZ5pr37NMyRRRlLO+K4LfNnJQ8MD9fahPUD1a3gEJ8hWVlHIQc5P/68VQewS01NSLUeROSHlJ5VvU+3v9M9BRY3ySzNYyeWl4gCTRg/Icg42scbuMn1rRAEkEiedKu47GU/wj2rURTFvbtdhkugxRsYZQ6nAHTPTk9q8P8Aivrk9/4hTTpUCfYV2lVbKlvX8sV7RqFyNL0m5upEijW3Us5z8rqOB+J4r5f1C7e+vp7qQndK5fB7AnIFMzqPQqE8momPNPPNRkCgxQ5PvDFaQG6PPtWWh+Za1I+UFCEzPnXBpEbKMp+71FWLmPIyKpjr14pbFLVGpbuJIuvOKqNnccjvRZS7X24qWZcSexpk21FhbbJG3owP61t6xaSLcXbFf3W7zAR0G7nk+9YAxVy41G6uwfOmYgqqlQMLgdM1m4+8b0aqhdC6TII9Zt2bhS+1h/vcfyq7qtnY2EQt4GBuS+SQxOVNY+OQV4I5pxHueTk+9J07u5FOs1FoVnkmYM7M2OFJOePSrNpfz2cM0UO0LMoV8+3ce/NVlGPYelOVSWHH4Vo0mrMjW+hFdXBSMySsXkY9WOSfeseWSSViXPPbtUt1I1xd7eoB2qK39PhsNMiV5bNL25b7wlPyJ7Ad6h76GytFXZW0Wb7HbTXHmQuGBU25XLkjoy46Y9afpLyaxevb7mWZ0ZkIbJZh2rSvFstU0+ee1tY7HUrVd4aAYWZOhGOxANczpMoh1OCQlgobcxQ/Nj2qLbjunqR3cP2eRkk80TgYdZF7962rE6bptrFOkaXFyy5LzjKJ9F71S8RW0EGqM1s7tHKglBdstz1B/Gm6bo91qOHLLDaocGaQ8Ae3r+FCG9jct5LTVi8U1hbZeJyssSBCCFJB4+lGm6abvSo/LkZWJy53kjA9qfpcI/tqCOJnnRjs37McEYzgduaXS7hrHTbr5QHhm2kE89en5ZqKiPTyaUPbNT2LN/CsEtuFXeDDtx6kdf516R4PuGuPCtmWPMYaPP0YgfpXnt24mlsJRwHLH6ZFdz4DOfDRGeFuJAPpmvNxy/dHRnUEkuU1LaztIvF8cywKsk1s3zYxkgmukJyck5rlNSt5Rr+lXEF1JAzyNCcAMvI7jPc11S5CgFtxA5b1ryprRM8GHUy/E7tH4V1V16i2YYrx3Q8DKnhjCn9a9vv7b7bp11aHpNEyfiRXg0TyafcosqnzIGNvKnfg/L+lell7TptHsZNUVOrdlrWLy5KPZpanEikFsZyO3Sqfh5At86yRGJ40xtPVj3JrpEIPTHuPT2qrJp0Ul79pYsGXoAcD8TXoc1tD6apg3Kqq6dyDU1DXlrzg7W/lXqXgls+DdN64CkDNeUahMrXxKnIgjPT+8eAPrXsXh20Nj4csLZl2skIyD2JrgzB2gkeDnU4yqaGn2rn/ABtLbxeEb8TlfmTCblzlv6V0FZniGwm1PQbq0t9nnOAU39MivLo2VRNni0GlUXY8qeNntoltHCJ1Yg9q55MLp2ozBiyy3KxqT3wCf6Vt66+p6PYP9q0x7cOmFbcMAngYFYd6gtLS1sM/vI1Mkv8Avt2/AV9LRSeqPXzjGU61KMIMpAntU9sf3oBPbFVz0p8TYcHvmu4+afYePkcj0NSJ8zkA8io51xc5HRuRT422kMB1oAuY327DPQVQlU5x+tXY+mM8Gq8o5PFAkavg2++y+LLF7mMyoX2fK20j3J7/AI17H401W8TS44rMFbi5k2WsMaZk2j+LA655CkcHGRXgdtM1veQTIzKUkBJH617hqc+p61Pb6fp00sSSW8eJFT5JI9gyC/Yg7uOPrU7HXTd0c1pmharpmn3El88ttYpmSWCSURb8c8ISMkenWren6beEl0kmutYvUytrGxC20Xo79Bx13Y9B1qzNcafdaha+FreIzWN6Ns9yI2Mh44YE9F3du44r1KCGx0xfKt4gpkBclVGZG9znqak0ueH/ABWs7/S7XR4tQuIJlPmMsMKbUTGzJJ6nOR+VHgDUvs2smO4kt9PuftEMssUwMZ8lVYkDIwc71IH3j6Yrc+NOnzajfaIY8CNIZ5GZuFRQUzk9zkge5NedW5WL7Le3lt9sjXAijadUdlyflZ85UdeME0hHa6lfrqmh3emBo00qa7luzdPw7kytxhsKnTuQT2ya5jS/DRhsJ9Q1K6jsbSPAP2hWQ3K9WKKRlvTgc0/UvFuoXAL6Xptrp8UA2xbZVd4cdo88479Dya5i4Gsan9oublbudIsyTSyKRtJHLEHgZ9KVwPTtI8TxSNA1jbPLp9mUjiWXAL7Qfm2ngAdDjgZr1rSNQ0/WdPi1XTpFlWQYZ+QRgH5T34OeDXh/hbw/Pd6MqTzpZou/zZgwfKbhkgjgHtgnnNdhpWmNoGot/YkEKSSs0aouZDIQASWY428DOwA8kc8043GzvJb61jaAybrqSTLW8OdzMw4JA7AdycAVz8V41tdX+l6iqqswLwW/H8ZLfePUAnGOnGRW/ZWCQJ5ptzJLMAZp5eGdvQDt6Y9qj1+1+1addrJavGI4i6uoGcDJyKsR8y30Jje6YkgLGEYH7zHGc/nTY4Yo7xAeI4ypk44P/wBft+NWLyQyxXchQETSYyTjGB/9bFQ2qNNY3bAKZUxK6seq5ABH4kZFZDHSNGNNMsjESzTjYSP4Buzn/wAd/OorPLQ7U+UvI3OcA4AwenbJq8kcV1DdXssbCJYfJgyflMp5wPwDVVs4XuWhsYJI2aYZBZsbTj17Hj8aQD7OCeC5WOWNjgCUqcoZSecjnFel/Dt5tOs737ck8QtkFz5SgEKpXftUejD+ded3Ev22+tE3ncYUt2V34weMktnAPf8ASvXPAl5HqOrTx2t0k9r5MbLKMFlby/uHjlh+VNLUDsdTs0ltBMkaq8YBYBNxK9WAwRyRkZz0zUm428MKqXnRgFTzD85GQccdwCfyp0C3MQ+yeYG8iMYbGHYj+MfToR6kUy5tW8h9qyviRS7FlUqT/EvH8uK1EcL8W9c+weHU0xF8ma6kJZFfO5B3yR3z+ea8KPAGMH3Heut+ImtTaz4ruEklEi2v7lXAxnHX8c5rk26nHSmc9R6kROKZT2701RQShp4PFaltjZ+FZbVfsmyuCcUITJZE3IRWVMhjc1sOpqncx7lzjkUSCDsUYZTHJurWkHmxIw64rFYYNaunzK8exuo4qUypkefm+lPyDS3ChJMCowO9PckkFO9KYD2p/amgYvapIxkO39xC1Rd6u6WizXqwOwCzKY8n1PSlLYI7nN2S77xM+ua3C3OT3NYgWa1vGEiMHiYhx6c81qrPHIOHGDyAKmDS3NasZNaIspOLdJpCekbLj1yMVi6fExuA+MheeO59K0ZYZrt2jhwEXB9yalFulsoiTG5eXb1paN6Fypyp002N8Q6YqLBqNspW2nAXBbJWQDkfT/GmWUkjWKROW2IThCflHvWxYQC/srqzKlmGJ0UD04P9KZqGnLp7IqI8aN90P1PbNRGSUuVlKHNS57jdNlVZZomlMInjZBLnGxuoOewziqaaTcWFzFJqEwazmk+aaKTcpb3Pamk+vQA5qa3u4LeOSC8GbScBJAP4T2cfSrqRIw1V0ppl7VLyEyRLBJiKFCPMUZVSeg/SvSvBNu1l4XtI5D++kVpiPZjXjZhuYVigtJ47uCWQ7FTknbzyPpXtPhbU4tY0mKeCUExII5E2AFG9D3wK8nMIv2XkdmOxLrpE3iC3nksoriC6aE2kqynaAS2DnP4V0lsjJbIHnadiMmRgATn6Vnzxie3kiAyroV59DVfwrNeNYvaX06y3do/lMqrjCjox9QRXkK86Zww1N3vkdRXmPxD8OSW942u2cTSW8ihLuNByp/vivTN8eM+YhGdv3sc+n1qN7m0YSxyyxYX5ZEY4257Y960w1SVOpdI1hUcJXR4TYarDaQ7JCWjzlZkOeP8Aa96muddQqVs4yzf89G4Va73W/hxYXE7z6fG1qzj50ib5W/4C2f0qlZ+CtGtnj+1G+1AjrGy7VDe+MV6v1ulbU9yOc1o0+S+hgeDNCl1bUhPKjPaW8izOSeZ3/wAO/wCFeyn26VQ0/S4tOUGGMKSvKlQMf7I9BV/6HNeVia/tZabHjVqsqsrsKjlmSIpvIG44BPH+TTbq5js7Z7iXdsXHA/iPYV534t13UFuE0uJwLyY+ZtzxCMfePsB+uamhQlVlYyMvxdrSa1r7ykFtP0sjKE5Ek/8Ad/OuGkmeaVppG3SOdzH+tXtQmhWFLG1JNvCSxc9ZmPVj+NZyozuFRcsxwB6mvqKFJU4pGMmm7Id8uOtIo+Yc11Oladcalqk+maVHZAWyASPcpkyN3+n4VmarYCEtKkIgljlMU8WciOQDqD/dIxVKsnPlE4OxTmG6KNh1Ximn5WxTosPAR7cU1DwN3WtiCyj4TNNmHzD3FJxsbnPFPfDQL6igSKhA5FexfDfxfFJ4butNvSytYQmQMpyzpknA9xXjzrzUtveS2LmSMlSy4GD/ADqWa03ZntPw/jOta/q+vzqqKm2CNY+FYpyXHpkjOBXQ3WuT2kdxPIkb2WlzFZJHbHm5BCrHgckEgc45475rG8Iqum+FYNNNwLVDGsrSYzIMjLkfQ5IznjiiaJdb8QR6FbOy6DpRFxczBuZrjGQjHpkH5j9KVjpOX+Juo6jBbW11M6xvdbUSJckxxgE5BIxht3IIyCg5rywMA4yDu3HqPpXvPxM0m31uzspBJLcPZhma1tsGWTcABj0AIBJ54zXlFn4C8R391JCthJEyxmUichVCn0P4H34qWCOe2maVyq7yMk4z8v5fzrt/A+t6ho94mmSWDyyXs8LzzyZZlgyCcAjG0rzk1ZtvDWk6FGusNe3KW9vbswaQgC8lHVY+OFJ4w2c4z3rLuPF97eWot7W2ht2XKReUzeYigcLuJ+dccEHt0xSGb/hbw5YW+tJHqV61xG3nebBHuWKPCk/MeNzDg7QO2cnGK6vxfrNh4deOOJXN1IqC0WNuHDqyvu77QMYPBBxyRwPOhqFx4hWC5XVUsdZtWAdJpvKjnOOJBgDDdj67u1aiW3iLxj4hXT9TWK2WQLc/NCuAqcZDD5sHJA+b+ImmmOx63o2nt/Z8Av7u9u0eFfklmDJHx2KqDnGP8asz+GdImtJ18hgWjZd4nk446jJqzpcENjpcMFukjIqhU3Hn3BPpVmRnji5yVMb5XHIOOadyT5JGyeTymKkv8zMONjfeJP06UrAm3jkdishA2lT0GeuPWpUlYXpAcbvJKlVGB93axPueeaILZ2htIk2KXBkHcjgjnFQMdKEEa28aGSLdlHIZe3JAPuajijSS/liIHOCrHs2Bye3bHNaty/kf2dYiLMduuSwyFdjnccev3fyqtotnLqGuLHawmWVpSUQkKM9vxGP1qeo2i+2otezXEmqs8RijCRyrGAzyxqNqNgYAxhefSvRPAH2eHxBOII5Iovs8NxbwSfOEzGBgMO+D9cV5rb6Uuo31zbXN9DbXazM3lzN+7Yg5YBumc5wSce9dx8Kdw1qVspEkkQUxgk/aAON2T0PfAq0I9OSW2h1B7h1u5bnIGVjbapPG0dsdDj2B7Vi+KvET6RoVxeERrKqOgZZh85PGNvdu/ttPrXR3AlmWcKqiQMqpLJyR7/j2ryL4wazIzWeiCYuYx5kxIwc9s/rWiIk7I8reRppGlkbc7nJOc5qM/WnHHWo2pnPvqMJ60i0NzSqOOKQDH61ZtGwearsKfCdpxQhvY1twZKgkUFSDRHJjAPSpdobrVGZjXCYGB2NFnIVkIq3dwMo3AEiqCHbMMd6ho1TujQlbcaQdKaGzTgeKokWpFPFRinA0xDqcrFCrqcMpyD6e9NGT0HWnY4wcY6E0WTWoHSW0Gn+IpfNdobS9+7cLvA89T/GM8Z7mqn/CG3cMrOyxwQhsCWWRVBX1rGGf8nvTskn5iSfc5rndF30Z1UsS6atY1ZZbLTomgs2Se5bh7hR8q/Qf1rLP3vmy2e9U7m/WIlR8z/oKgtrwy3SLcz+TCThnVM7fwrSNoEVJTqvmkbdpeS2VwJYHCyAYz2FF1d3N7J5lzM0rngEnOPpUdzEto5j+1Qzo3KSp0YVHdxOmkG9hfpL5TLj7uRwaG18TMve+EjnnWJyrHDZCle4qXVYUXTdP1BIgSsjRzqRwW6jP4ZrHvb+S+u1nkCh8KvyjHTiuktYzf6Hf2I5fyhcR+pK9f0JqZScjS3Kc2JFhuILi3lYSZ3sF42HPGK7jSNXuIb032nqovcZuLY8JdL6j/arzsk9c9Olb0UrGCJ0YhgAQQe9S6anGzHN2PatL8SWev6dK9kzm6VTug4EqtjstcbZXviz+0ZdVlZrXy4dnMOfNRSAeMcsBz+Fc0l9BcXCT3JktLxTlb2D7xP8AtAda7DS/Ger2ceLqJNVtgObi1ILgf7S9a8+WE9lflVyU10Lln4R1LUZYNUOqTXNlPc+f5EbeXgEffwMYbParuq/D+S7vHvBqd1cqzpiCWYjeoznJ65rM07xlpthqsl1DqDrZStulsJEKGFj/ABqO59q7+213SbuBZodRtXjk5BMqjj3BOf8A9VcdaVam9EWTWFilhbeRHNNIoOczOXI/2cn0qywDjDDcPQ81WXULJzkXtu3HaUEfWoZtb0q2A87UrVP+2orz3GUndoLl/A9KMbiBydxxWE3i3TZARY+ffyDotvESM/U8AVQvJNX1F7eK9Js7S5baYLc5Zh/tHqfwzVxpO/vaIDM8XeLIlvZNI0xTJqTny/lf5dvU7j2/rXn81xHDHNBFL5884/0m6PV/9keiiuj8V+F5LGwTULExNcQy/uzD2X0PvXL3G26tkvY02FmMc6f3JB1P4+le/goU4xXKRUbsZ83Oe2fXvVq1ja3jFwQBcS8WyN/D6yH2HWiKGPY13cZ+yxfeH99uyD60g/4mO+5nJjhXh5Fb7w7RJ/U12zlfREwS3Zd8PX17p13Lc6e8bWked89021TIe+e/tUGoXsc0ZgSYzvJMZppsYDv6D2FUrm7M5RFQRW8Y/dxqMBf/AK9RBic5JOepNTCklK4pT7FiEcEdTVX7QVbGehqzCcOD2xVKdNt24PTORW3UlGhE29Cc9qljG8Ee1V7YgIw9qmhOG+tMhkL8HFMZCwwSMVPKOuahDZH06UMEz27wL4tSP4d3cskxe501HYxOfv4BKj6HgU/wt4cQ6fZX+rut9DfI0rRzlikbH5iWB+XoDk4ye9eQaDcqLs6fcTvDaXjokzqM7RuBBr3Xx5JBZeGb5hciGCGEqQuMAspVQfY5xj3rNnXTd0eOeP8AVtKv/EkQ0Pyk0+KMDFtEIwWydzEAY7D8qzdE8SHRNQFx9lilZgQr/deNT3XsG4rDWGV41bggjsc4pjfI6g9M8ipZodhfeKrhtZ+2W4MUBUq0EoG2TgZZ0+6d3cYxSXOmW+qWMN5oistyqs1zp7OC0ZH9wdSMcnPPc1iLa7A28cHD4QfdB5Un/D86tWjraOk11b+aUZZB1BBHOOOoPTP40AOg0e8axF/OVtYQVMBuFA+0HcAQmfvAZyT2xXqXwztRfede3UMZNrGlrFjoeSxJHrwCPpXBS6ourXf9oon2ye6jdPsIBfy0Qjbn1JXJ9RjPavXvAcdpaeFrHaEhe4O5lBwzHn5SevH9aaQ3sdcsu48suzgbxz1zxj14/Wn3amSLdkbUVmYdeCKbCitEsihVHJ6cD0H41INxtZGYKu5WJHfvVMhHydbypBYSsVHmXO5Vk/uc/wBelXdOG2xN8dvEaQRox/iPU1VUB9L00JnzXlZQPT5+KZPvijuIUYmGJQIx3yxGD+dZFoW3LPFbg71eNSxOeWXPqePWrlpNcwQz6laFo5kOxGGBsz359P60CNRdGPf+7jhG04yCf85p9nAy6ZPIAAgcRzSEcsr9F68Z2+n40uo2aNxDpl1YaHpdpGkd9IWEz43AEnAVm98Z4z1/Cu08AXTLrVxDLImydGdcOGMOw7AN3HVR6VyctmLawnjh8ktK0W6d1w4G0FkGCQpQ5OR1FdZ4E0s2Hiq+EVmIDF/o7xB/MHByHBIG4Fe+B16VSJPTpn+yaZLP54RQpeQOM7fU+4xn+favl7xDqkmta7d30rbt74HPG0cAV7J8TNRbQ/C8lik8rSXLFIeceXH1Kk9x714P/CB6VqjGoxCc81GelSZyKjbpQYoY1PQUwkcVKvFAxj9KbFw9PfpTI/vUD6F0MAOaeswz1qu44qBTgnmi5Ni9LexL8h5JrOuFTzA8Z4NOuot0IkXr3qkHIIHapbNIx0uaKsMU4c9KijORmn1SIZICMcEHjI96cQUcqwKsB908H2ot4jO5QMo4LEk4AwM4o1W9gnnhurVZQzR7ZVk+6SO6n0qXJplKLY4ZPy9yQKZKsj6u9nbxmV9m1VBx82MmpbB0uJ4iOQMsfbAzWO11J9skuI3ZWZicg4PNEmVTj3J7a5eS5+fJ+XoO1WL6cwxKgPzMOfYVDpUHmzj3IH+NV72YT3TN/COAPYUc1tCuVOVyuAzHjJz+ta1rZX1iReS6TLLb7TnzYW2/WpdLZbOITqitcN91mGQo9h61qwa7qltKJUvJH5yUY7kb2KmoaYOpZ2Oe1CVZVhkWZGVgcRKMGP2Na2kOb7Q9TsiSzmHzAPUpzUPii3thcW9/aRiKC8j8wxDojg4YD2yM/jTPC9yLTVYpG/1ZcK4/2TwaV9Crp6mESR/jXVaLdfZbi1nb/Vg7W/3Twf0NYeo2LWeqXNof+WcjKPpnirtlxa7DnCnn2qlawTi3axBrentYavcW+07RJlMf3TyP5/pT7A/6NtPVD0qzeNNqUySysRhFRGI64zT/ALG1rGCyYz1Ynp9aUHrY3qYWXsuaxGMjHJ+velR3jffE7I69CDRn1zmjH4fWuhq55yZfkmfVNLvRetue3QSxTEcqcgY/HNdp4Osk1nRJmu7dS8eFaNxtJbHBB9MGuMtLcy6XFboPmv7qOIE/3Ryf6V6Lp19YeH9Xvbe4uEhhkhWRGlOPnUEEY/KvJxybjyx3NtWi7qHhuyXSZdlnD50WJIztPbqvXmuksbDS5LWK4t7C3USoHHyZ6iuY8N+Ix4mS4tzblAiFWkGcMST0/DFavhK3isIL3Tl3+ZbTFTvctujPKEfhivImpxXvMcXY3xFEEKrFGoPZVwDTiAckgdMZpeg/CjuPSuVuT3KMDxYiJ4eO1Qq/aYjwPfmuA8a6VF4e8Tyyv8mlapy7AZ8uQd8V3Xi9pHsYoW2BZJ4wvzck59KueLNBj8RaBc6e4BkwWhbHR+1ejha3smr9QPCXH9tT5DGLSbTgHpvP/wAUaZdXPnhEjQR26cRRr0A9/erLJ/xKIYVXy/srmKeP+7JnqaoOeCPXkmvoKcU1cyk9bEbEetKpzTGGetKgNaGZOrdqjvR/pCP2YU4cc0XXzW6t3BoGiWI5GcdqlRhuH1qGE4BI9KeOtMlk8y5Y+9VmHTFWJOQhqA8NzQJEZB3b1IDL0rpT4ou9VtoYNRdnhhVVManhtqkBmz1Nc4euMUxYFluI1Z2RGbDkdxUzWhtSlZl9JfNmZYY9qsdxwalk0w3UpVNqHyyw3HPIx0/XrgVM0NrYxLEuWdhjcjZ2/T3PA59TWjbwCOWBfLg2ywHf85ZQcn754545A/2eawudbKakTmWOVEECyRqAny5IjUZGegIxUpkjs3tDcOJbAyK0oh5kEZGCFJ4HHT39KmgtXNoFli/0i4IjSAjIbd91ic/kKo3S7oks4pRLGyeZGzjaQwGSgx3Pb+lUBY0KQDWLdoIjEruyNlcq4cFQu7plgcfQnGa+h9JsIbHTorfaiYQY2cbeD3/SvF/A1u0+sWCWzGK0luNsqFQclUbHBzyPUdK9gtrbV7e4MUs0U0Cr+7uHGHU/3do4P1q4kMVrt7fWYYHkna3uD8isvy8dOR265/CtS6vFjjkDAmRwVC9T0qtqFrc3lhPAkmyUphZE4KH2rN0m5NzpbXFwpF3ao8Mi56HGD+WOvrVCPnP7MkUOlyCU7/PJGRgAFsg/hTLkHEhSNgSIRkdRz2H1xinXExlMDybWW3ZULds//qq40aXeoXkZO6JkVQw6Lz1H0rE0QlxvWdRFzGY9qHH93r+PzVFDNMNOOOVa4VnDfx4HHHbHP51EcvCqREsAdzyN0wAwC/jg/lWrYwqVs5niYxASMy53ZKqpwR6cil1BmpJcWg04aVoLIbtpY7kxlRI6vnlFPQqB7c9DnFdh4L+3z60t9O8c0JAQyRkfM+z75x1yOgPArjfDkto1yJVhTzAs8sDHiZ3KAKgPfB6Dsc1r6bqMvhyfVZb/AMyB43aS2jY7QyKhVACvykbsexqkQ9NTC+Ketf2r4ra3jfMFoNmMfxd64jr3qSeaS5uZZ5HLySMSSe571EeBWqOaTuxrdajY1IaYelMREOWqXPFMT7/Sptp64pARMTQn3hQ/FJGfnxQMtkApVOUENV3GEqKVAccUWEhsR3oU6is1xiUj0NX4ztIwMc1UuBif6nNTIuLLMZ4qSoYT82Knx6U0S0XtIOmGZ4NUik8iYbRPGfmgP94etV9Xs77SPJt7hkubENvglXlHB9D/AEqIKu0jHB71qWGpiCI2d7H9qsJPvxHqn+0p7GolFrUuE7aHNR3MsMjvEdu8FcexqDqRjvW3r2j2+ntDcWN0LizuATF/fTGMhh261kQpvnRR3Pahamt9Db0qPy4JJMcxwu/44rBHXcec8/Wuq0iMSzXNsOsttIqfXBxXLbDnGef5UPVk03c6G21rTpmWC609IEOAJoGbK+5DEj8sVLd2xtLloS24Agow/iU9DXLlSDg9a67UWEsVpeA/u5oEz7EZFOMraMU4Xehm6zLnTLGA9VZ2HsCcf0qrpqny2boScUy7aS7ucqOnyqvsKvW8flwBFHJHX3NFr3sE7xiaus2aXz2uosxAuYAHKjpIvBBpltpjFIhzgjvxitTQkGp6ZLZBd7wzLLGM87T8p/LOfwrUuNMVLeSeFRvjZlSN25DAZx+P9K5pScXY93L4UHS9pUKemaD9rmkTzFyRxuwS2B0x270lzo0MOmTPPcxW8qnHlznaCvbFSjR9Hfwl/ast3GL0hmmk8zDo2fugevSse3UPbJc/Y7e2jkUDzr5vMaQjuqnr9ahOTd0cuIzDmThFaFURabFnfey3DjgLBHkH8TSvcW0MywQaWZJXGR5zmQ59MLirFxf2ZOCLi6+reXH/AN8rj9aksNUmt0mvQIrW2txkLCgTe/8ACuRyecH8K3fNa7PKXKR6PZ6j4o1VxNcpp0enruG1dvlkkDAHrXX6V4Z0keKV+c6h5NuXmkuX3YckYz+tZPhjTr3U7OM21qN8kxluby4BC7iOAD3xmuw07wbaWl095c3NxeXEhDOWbapYdMAen9a83E4hJtXsEn2Nu0sILSWcwKY0lYMY1xtU46gdsjFUL26ubLxJZT2ttuW42wTlvuAMflIPqCa1biaK3gaSaRUjT7zMcAVl6bef8JDqsRWKSGC0bzX80YMrn7uB3XvXlw5ndvVExTbN+4Y/bIEYkQcnI/ibsKtnuDVG+vFiubW2A3SySA/e6VeHBrKWhqcf4q41axEpcE3Mfk/3SBnP9K7CYM4cKxViCVI/hrl/GUCvJpMmXEi3ahMdDnr/ACrqpPvMcE85rWpL3UwPEvFFk+l+I1uZ02Q35MNyMYXzhwW/H7341zFzG0UrxuMMpww/HFexfEXSJdW0CXy0UmFTMrjqrDmvI7lvtNva3h4aaPDe7L1r6DA1nOCM5rqZ7UinnFK45pg4bmu97mZYHT2pzDfBIvtkU1TuFSxjJ2+tAMZA37r6ipV4xUMPyAj0NS8kUySx1iJHaomGeafDnDA9KbjigREwyM5qN/mGOOmM1MTgYxUbIDSe1hp2dyS12tCyljuPyFF+UleufzA/Otmydo7YIIgkZJVcLuJY4yB9cc59KwbcKt2ocbkb5SM456j9RXXGJWIuQkqwoCinG4L8oJOOh5J9ulZctjtpy5kTWKfbG/dXKRMJUYLIvK45Jz1wM8VjXc6wSlEhZNhCLIch8joSOxPftzWjHH9p06ZpBIcIo3kB8bQGIPfv0HQcdqzb28t729SVvMhiZxvVTkoh4wM+nYHpSKZ6P8N7F5dSW6SYOoQ3Ea8chhgjGMblYjoBzivU1eaZlVYDHGTvLq4OT0xjFed/D4f2Y371jsAVIZTuO5X5U4PQkgE46Yr02LbkgAAJ8oCngmtCRCrAfKgAPQKetc5CrafrOphIWWGf99sz1JQBiP8AgQJrq8j6ep9Kwdes3hEmrW0wSSGErIjfdePHI+vpRcD5hVyftUJYbJh5pbuTU6PIsInBI82E7hjGCvIwT7Z/HFF0kcOoSO+cPboygdgVBxVqNy+ki2BUNGBMWxnBx92sSkQrH5F0u2VGSSPJ3HOCBz+JzViygkvdYtIopNj3CqEC9iSRx78GoYtsl9brIW2CIyMFXk54z+eKuWLWtg89wWIm8si2lUn92+eM8cc5oGzpLAeZNJ4fVI4pbd5orRp1IediMLuyPl5559a5LWtTmmsILWWZ3uASJiX3AqvC89PT8a3rLUNPi1sz3+n6kyNB5twzcv5pzmTjnA65rjdUuIrzVrq4gTZbvMxiXsq5yB+VXFGM3oVKCSaM80GtTnEqNumKkOfaom60AMBwwFWgPlqnn5xV6PBSkUyvMuOajQ/vKtSLkYI5qqqkSUCTLydKRuaVDkUpxjNMRXZOc1TuhmYVdc4znNVJVea42ouSBnA7ClIuAIcNira/c461SQgODnnuDVuM8ZpIGSDpSZ6/pSr0pducAHk9Kt7Erci1cEW9nGB0QufqT/8AWqvZwlZfMb04robiyjlmuVaF5SkKhAOAh4OT+ZrLdBGdoG0jrg5rCLuztqUuSnfuTWd09lew3KEbonDc9Dj19qs65oiQXKXtrj+zr190L4zsPUqfcVngDr1Namla1Lpm6F4kurOQ5e3l6Z9R6GipCyvE56M1F6kC6FF/aEUM3mmLIUuEK9e9W7rRbi0nbTDNmONt0fcAH0rcOuaZrAihP2uOUoUiWTaVVj90ZBzjPtVYarcXzxBgkVw8EluwHVZUwQR9RmudOd9T1vbYZRulqc9dWQsSkDFWnTLHPUZquOccn6elBLMSWJLH72etAX3rshseTXq889Ni3p99Np07y27YZ42Qn2IqfUNYu9UlimnlG+IfKU4wazguD1x6mnoCx2qjFj0UDJNJ047szVSVuVF19RWdt93YW9xN/fZcFv8AeqvcXMl1O00xGSABjhVA4wKnTSLsoHkRYVH/AD2cKT+dP+yWVs2681G3ZFHMUWWZ++AccVPNTWgasjtrRGiN1dkxWqnB4+Zz/dX1J9egrt/D/hIaqsd1qkSw2UJzDYKeR7yHuTUXhvw9e393b6tewiGEAPbxMMrEg6AD+8a9G24zgDmvIx2Pt7sB7IaiJGixxhURRhVUYCj6VS1W+eztcW8fm3sv+pgVcl8dfoKdquorpVibmSF5gCBsT7zHtj1q1otiUjOoXDCS8uQHZh0Reyr6e9eVGLtzyFFNkGmaV9sWHUtTxNcON0cGMRweyj19629q7t4Cg4xu9KWjpnJ/GolJyZqlbYqQ6dFHqE18w3TyDbv/ALqelW6oza1pltfixmvoY7rjahbHJ6Zq8aJqSSuimmle1jn/ABGfM1LQbY9JLzcf+Ar/APXromOWz61zuv7F1vQpJGCqszkE+uBXQnlsHqT2q6j9xCtYhuI1mhdHGVYYNfPt1amzt7m0I/49bx0/A5r6CeeCM7JJo1bGcFwP0rxLxHGF17xBGjh185ZgUIYEE465969LK5tSsTLY5hhUDcGrLj0qtIOa98yJom4qZThhVeEgCpxzQSxwUebJ9aeFwcVG3yS59RUnmZWmIlQYbrSPxzTEb5qkkoERGo8c081GSR3pDQ1+uMD15rodNuzcafJH5iBwA37wgE44AGe1c6cntn1q5pZMd4o3Bd/AJ7GpkupvSnZnVafKkltMHEeyQbi6kDBxgjA57dRWcsiRamreV5tukrERSIGU46Bh0IPety3ieLTIHadtkaPL8mCXOTzkcD+ftWZqtksEdjOm9E1SENtb7y5O3A9cnkdOKhHTLY9I8LaU2q+CJHtMRyfujDnuUBBU9z1wPwrsfDWpNqOnxNIB9ojciVS3PHAJFZXgO5tJPDy3NqqrG52KqgbspwM8+9WLVH0rxHc+Uri0u2Bb5BhZMHAHPHQ1oQdUDmRu6gfrk1W1CJbiwurebOJkaPj3FLE7PJIpzkfe9hjj9c03UFH2MljtkC7l75fnAqbagfJ8kTSmB2clpo9pP+6P/rVcmYLcXm3G0gxAeg2E5/SoJZdsdo+1gqrnp0GPmNTXJaS/fbjZNt28c8/L/WsikJB+6vgOAfIQE5PGWFaVzaC2sZnAkkhM3CHCsjA/ex3FZV0FR5AquhIRcg/Nw3P9K37cLf30Ml21rDHDMInmmc7vmA28d/unJ9aXUBfFV1ptxoNjdWci22ozAxTwiRi7xjgMT2H+z6VxmM5PetLxJ5Q8RXscTBoo5CquCCG79R7VlhvSt4rQ5qjuxKUnilppNUZjSaYcU80mOKAIGBBzVyE/LVVhU1u3FIctixIBjNVG+V6udRUDw7jkc0xIkjPFDOFOKaPlGKikPegLCyPxXV/D/Tba8tPEV5dRhxb2ZCE9mP8A+quOLcc9OlewfDfS/s/w+1a5YfNdK5IAydoXj+Z/KpZrBHi/QgdR9KtxnovaqpXDAHr0z+NWU4IoQpblgCpI2VZo2f7isCcDJIzzTFpSMY/SqauiE7M6U6noh1KR8XBtpYT85+8H44x6cVzUhDSuQOC2Rx2o46dM9cHrSA8Yx09KiEEjapWnNWYoGKD6HHPqantraS7lEcQU5XcWY4Cr6n0Fa1noa3eBbRX+oNnGbaLCfUMc0OpCPUxSb2MPcyEMDhlIIP06Vf1G4+y3FtqkaZiuCsmeySLwyj3Iwa6u28Daw4Dw6HbQD+/e3BJ/IYpk3gLxFrdu9t9stI4YCWESxBELex7niuWWJpSe5rFHJ6pAItQdowTHMBNHtHVWGf0ziqyxuxwqSE/7h5rt/Dvg/Wb7RTINXiiSB3hMRtlkdNp5AJ59/wAa0rfwJrdzIytrU0CAfKTbBN35UPG04aNidO7ued/YrvGfs02P9w810Gi6PdTzxWdqHjuJIzNdThdzxx54AB7111v8MpXAe68Q6ir91R619O8CRaY88kGs3xknGJHYqS2OnOPrXPXx8HGyeolCxnQeD9Ks3glK+cTy8t3lyR+YC/rVOSHS9c1mHR7O1g+zWzfaZ5QgBIzwgx9K6YeEE+ym2fV9QeHH3XZT/Sue/wCEffwXq/8AaJmafTp2CtMFAaIngAgdq4IVeZu8tR2aOy57fw9AP4fpTXYRRM+3KqM4HXFQWFw93bCR9u7cQCvQ4NM1SZ4rFxESJJmESMOOW4H88/hXnuLc7Mz6kejtHrd5/aoIe0t2K2ynqz9CxHt0H1NdAdkS4BCqDj05qpBbW2k2RaKHYiKNwjHLfh+NJb2rTP8Aabpt5JzEoPyoDTnv5G1rLQvDtmsTxN4hg0Kxw4Z7m4GIFA4J9SewrbAOcjjtXPeKNAj1a2+1xs63kERESjlH9iKqgo8/vG1DkdRc+x5uLIyQyJdyecztu80/ez259q7/AMIeIZdR8zTbwf6RaoCJSf8AXL7D1FcNE8pDrcQtBNG214z/AAmns91BIlzZSeVdQndG4GfqPcV7NWkqkND7DF5dSr4WM6J3PjSMmLSn3Kuy8BJbtwT+uK6K2nF3axT8ASKGwDnFchrGoQaz4Ls7zzTLsuY/tBGMqcEEfrXTaMbZdNhjtJC8UQKrv6jnofevKrRtC3Y+MnFxdnuMll0/MgeAybYyXIjzkd8V5L4nbSF8UummFI7e8tQhUgoBICMA56HNe1L8oUZ4HAxxWJ4l8M6d4hsHS7gUSDJS4VcMjduR1Fa4PERpTu+pD1VjweWNo3ZHUhlOGB7VWkXFb9/p9za30mk6iNt7GMwTHpOvYH1PpWK67SVcFWBwQfUda+lpzUo3MZKxAg5xmrSg96rKQGNThuRirJY6fAMbZPTFCH8aJsGBOOQ1NUYOM0AWFIDdKlYdBVYMVbJq3jIU+1Mlldgc0zZxkn8KmY85BzUL4VtzfpTdhocGCn5R9c1ExI4UkHsaUyo2B39BVqz02S+3lSERCA7MehOccfhUNlxi2zo9N1ES+HGDbN8OFwR3DHnj86qapeGe7jvY5H+SXdFnny0H3Tj/AGRxgYzitDSLG20+/tbe75huJVWWUH5Y1PBJ/n+NVp47NvEEdhOGa3B2yyr8uFJ++PYDkGs+p220PXfh+dPa2kFqnktL5U/lk8JlTnB7+9aOr6MQf7TF2xnTGCVONgJ/hB9SOew9axvhslpcaFceXI4Afygo5EYH3QG69K73y1Mexk5xtJPPy9/z9KtGZlWGp2lxHHLbypIyDEyI2Tn2zjdz9OtaCzpcxFlHCqwwecMMjH1FZ9xoNpNGWsVEE4B2OOQP9kg/w1iWGtXVr+5urZY4lZoZmA+VH55x6EEHPvQB8/Lg6fOshBydsfB6B+R/StE5h1JPPCxhIW3D+6ccVRKg6fKQvCyEg+nOan1EeYzzl2V51Bft8oHoffA/GsSyC2iluZLXzCweecbWPoD29/SrmpQNbTyoMTLbzSZlRcP0UgZ7dcfUGpLNIv7TtlYPtMfylDj5vf07n8KoaxI0bzWwuhOjS7t4ckMMfz7H6U46sUnoZckryzPLKWLu2WLHkmkOMcdaAcLgryOppAoPKnH1rdHI3cUe9NbrT9rDrzUbdaBCN2pwI701uRimgEUAPYA0J8p6UZyKUDNA2TZ4ppbrg0wEikYkj5RQKwoOTzSSLxxTVJB5qTqKQ7kEULzzxwoCWkYIMDPU4r6e07TYtN8FR2cFuRi1KOD8rHg8kfjXz34RsXv/ABfp0KIrN5wYb8gcc847cV9J/Z1gS5Xb5KGFzsU4XOOcDrik0bw2Pk66XbeSqOAHIAP1qQD5QaS+wdQuMHI81sH/AIEaeowgpGctyRWOM0byfpTAeMUd6tEWJc8U9e2BzmoxV7SYUn1KMOcRpl3PsKUnZXDyOh0eztbeOT7d/wAelsgm1Bl4Mp/ghz6dM1t6T4y1XTbwzagIRpMsg/0eNAPIU9NuOoHHFZh3nwvYWrQANq9y97O5/uhjtH6U2+2/YJ8gABCVB55xxXmz9+9z6LL8tVahKpLoeyRSLLGsqZAcZBxgkfSpMnrnkdD/AFqho19FqOjWd1GWKvED8wwc4x+VXq8Cd1JnjSXK2jkYZtVsPGN7bWWnwvBdoLgq0w+Vh8pfrxnHT2rrIyzRL5i7WIyy5yM96Z9nhFy1xtxMybN/t2/rUnUk/if60VanNoSL27UUUdDg1kAVBe2kV9YzWswHlyxsG455/rVgAkjAzmgA/hnmqjdNNIDh/DV5HBaizmcm6ExhfPI3Kdufxx+tX9Tsvtms6RG1xNEnmltsbleikjp9Kz7BkTU9VkmgX7Il9JIZ2IAjI5H60t5Lc6vrNjLoQe4+ysxeYsUgyRjOf4vwzXY4Pn5u5ly63Om1uJZdMYS3wsoQwaWSQgnA7c+tZR8Y2ZEUWnWF/fr90SRwkRgDvuIxVuLw5HcMlxrM7alcDlVfiNP91en41rvBFLCYGiQoeoIrLmpx0epqtjCg8XWhybqyvLVA20yNHuQH/eFdBHIkiCWJw8bjcrIcjHqKqjTLRLd4YYYyjNkIw3KD+NZWgmSy1O/0l2Xy1PnwKpyFUnBT6A1LUZrmiI57xnYTW2vpfmVTDdJ5ZQDoQOp9cgVz8jlMIkbySvwkSDLE+1ei+K9Fm1vRvs9u+JopRNGjHAZh2J7Cq3hrwmujTm/uZlnv5UwwVflTHZfQ13UsVGNLXc+gwub+xw/s+pm6boksfgO/WVQlxOxn8oDBjIxx79K6PQBbvpcc9vE0fmqGcN6kdaTWLhRBNA9wEBj3gdN3UYc+/b6VS8NanEPCS3E5ANpvjlAUnbgnHGPTFc0nKomzw5SlUk292SeJfEdtothKqS775lPlQxnLE+/oK5WXxrr01zFPFa2kcBU7oW6mufglGpXtzq7uWmuXY5z0TJwParQyeowB3616FHCwjHVan1OX5LCpRU6nUs6tqmn+K7I6fc2rQammWhGeFPqG/pXE3qSSRmSVStzCfJuVIwSf4Wx7j+VdFdxuxDxELOp3JJ/cYdMVV1GSO8az1AsplvQ1teAHpIvRvy/nXZR/d6I8bNcueGleOxyZA7VLG3FNdSjFSMFTihODXfe54jJpDut2x1XmmRDIyWwTTgcxOPUVUVuRRqF0X1dY/uDJ9ak80v1P19qqRnPOeK1/D+jXPiDWIdPs9vmtyWJ4A9aG7aBySZTYiLOceWec0qRu+7oVx1PWul8ZeHLLwxcxWkkz3EiRq0rKeCSfQ1lxwq0oijjljQEFRJjLjI/DFQ5M2hStuV4rKJbdGSINM6nDKckcjn64zx71Mvm26MQpO5fukYIHTJ9c4/SrzDclwoUh/L3YB2hVzz7dqlzGsKQsolUiMMqH7x+cjPrgEVNzZJJE+sLFBY6TKCGla0XzFD5UHJAIxxnGPoaqyXmpafeXVxHM8ZdTFJleuR0IPGKkujHPaLFdh0dUjUbgBnaAuOOvTjNNfUby71RXknkdvtCuzTAttCdN49Ao7cAUDPbvBjwpoAltYdqGd38tCOnfGP19K6SNt2EJUBTnIPGPSuP8NRPYeGLaAqtutyzSpPnK8+vpnpzjr64rqYJEkgjbYy5HzBuuQOf8+9WiCyNqkjoOoPpXK3+kvc65qMUsjpb3MJkQ/wAJYoF/Ejbn8a6k7GjO3cMAcqawtaa0kc7n/fx4+deWjb3Xt70wPm1STaOzcKW3MPbP+FPv1YvdAjPlxhVOfxP8qiiUy7YIydskTM31HIqxy73OwqZ5GIVRz8gUnd+lYFk9ustxqUcdnkmVMAA4yABkH07n8KyL8R/aP3aCNRkbd27nJzzWnbOImsri3ypUGMljw+QcgirumaI15pr6g8EcljakpJEp+cZJwB79eaqLsRNXOZABTqKZjBx2rof+EdgmF21hLIY7ULO5PzEQtz0wMleh57VBe+Gb63isbi2BuYL0ZhKKdw5xgjsfxrTmTMXBmQxUNwT0qI5POKtXNrcWTlLu3kgkB5DoRVYjLcHAqrkWY3d6ilKrjrSED3NJQK48R8DLDBpwU88dKjxilBx3NAwI56GnKMik8znmgM3UGjQWorJ6UgzmnBiRyKazKe2KQzq/h2kQ8UGeVHdYYWYqgOTnjsCe9eyBtRvrW9tSs85aIkrONqIOMIW65xk5Gfw78l8FdEV7K81SYgAyKkZ6H35r1W8O6CTyVdpMYUMcKe2aGbwVkfIF5H5Wo3MeANszrgdsMePpUi/dFLqy7Nbv1LZIuZASO53GkU8dO1JIznuGO9KvJzRSjg0ySUCr2nAC21Jh1+ysPpmqFaGlgvHfwqMmS1cAevSpqfCxxWp2F+JEvdKtjGqw2+lxeWQeoI61GyqyEOPkPU0t2Wlu9LuftAkjl0uIIFGNoAxg+vIpskiRIWlO1R6964Iq6PvspssDc7vwLqEN54YtYkl3zRAqwxjA7c10tcX4Oe/0/wAHwzJZQXEBDyKUk2vjrg8H0rcstR1a8tY5G0hYGZcnzZsAehxivDr07zfqfF10vaysa5IVWYnAUbmJ4wKztS13TtLs3nuLtDtGQkbbmP4Cqdlot/PYy2+sag8qySOfLg+VSpOQCTz3q9Y6Pp2n2S2yW8XlxjaWlG44H94motCL7mJXuvEtnDZS3AjuZCFyF8hhk9h07nFOi1m5ubRXt9KuzKy7sOFUKSOmSfpV06haNFIfOR0UZK44/D19azLvxZY2yFCJWuTjyrfH7yT3A7Cny32Wo9OpXdfEuq6U6bLTTpSdrDJc4B69h+tUr251Yaikel6s17fonlmNIAIYx6u27H4DJrUW11PWkVtQLafZN/y6RNmR/wDebt9APxrUijstKtAkSpbW6+nGT/WteflFdPY5vSvBTBTJrl819I8jSvCnyxbycnI7811cUaRRrFFGkaAYCoMDFU45ri/kRonMFsr5zjJl/wABV704A+lY1KkpbgHHaiiisgCsZAv/AAmcu0AAWIJx3y1bNcbZXsl14i1TXo5C1pbr9ljiUcyAdX/PNbUIc0WwOyoxkY7e3esy31IQRKL5miYJvaaZ1x9O38q5LxF8QrSaOTTtBhlvrx/lMqcImO+e/wClVTwtSpK1h6bs0fEuu2ej283m3CTE/uorQJ82/rkZ69evSuZ8HapfaXrMlhqZiig1Qb03tuCk8FSegbpwa5i4uZYLp7y+uRe6w/AY8pbj29TVO2u0ZZLe8LSW8z+ZuH31f++D/Ovcp4TlhYl1LM6CG2OmXtzpksLRGGRvLd+rx5+U+/GKtHpioZNQtrrTba11sTZtyTBqlqN4fP8AfXqPcZpiSzyhPs72moIzBQ0E20nPqp6fnT1WjPsMszekqSp1HaxLKo2nPYZrHmeP/hG7SHynSSXVfMTIxuQAA8/nW7JoOrXaTLfGDSrWMb2nnlBLD0GPxrF1HVI7+aK6ijWOwsUMNmpP+tk7v/n1px1ehwZzj6df3YdDG1Xym1a78jPleY23P1qiM1K2SSSSSTkk0xetd6VkfMLUlgOPx4q1beHdSuD8sIRAPvE9qpKSM49DXt+laZDqPhqzlVjG01sDvA6EVjXqOKujswtOM3ZnnNn4M37Dcs8g/ugYr1Lwh4esdIktzboq3ZyQe5HpVWaSGyvo7EIpWOMGWV+OD0A9+K19HLfbra7leNRI4ihiUfdGTzn1rljOTmmzvqRhGGiPOvifK2oeJ7t3k2i3ijPl46sFBx7c8d641Gk8lVc7iWBaPrkHkYOfau8+JvmN4y1BFIWPy4XIOBxsG49PrXAxLJ9sKxIryDIGO5PH9a7GcDua1o6y2mYwrDaXYyMBtVSAMDPPUjHvVmNZHZZ5oDLBAM+WvRl56nt1zxmqkMkNnclIYAypkZf72CMN7d61hssw0UBcxFN3IwRkdBnOR/8AXpFIktdgaEx73M4MOZmxkMMdxhaytMjCawktxDIY0faxPyhWY4AJ9OenpWhYi5itRgNJCpyC2DuIQZGO/p26dKr2MhOqfZwFnilcO0UjH9+pXGxj6HueCOoIpiZ7x4ds7aLw3DbKrNbSgsElIY/MOjYJGfocCo42fStU+yKEKTqTEq9tvX8s/rU+hRMdCtc7Y2K8bfukdAfoaW5Vp7qFDEoeEjfLnAAIONv1IH/181aIJ7t7iOxZ7dihIGGAzsHcgd+/FQNZWsGlOtsFPmAsZpDl3yOcn1b0qaJpAwcsQWJ3qTwxHcHsR3FVrjyfs0wyGWBy5I/iONw+nJx+FMD5uWb7NNI8aKTbJsOehx6UmnhYzcE/MwiVduPm56Y/GnRYb7SxiJQjnPYg4/n+lNMRiFy0bkNCygsx527gB0+tc5Y7ykl0dpkLgRtyRxtzwM+nOfyrfvJPs9lpFisawTqNly8bkNLnkZwcMSD+GMVzpnNvFdwGAOGUFSckqCR6fT9a6TTHmLmS5aFUVPPjjeYKgwAN2CcBh+ZyKALmgXV2NR+y2sEJSG42ST+SRiEn+JWJGDySPfmt+w1G60/xSLeTYmnyag1zbkD5JldthCA5wBncfcVlXUjTY1NL2O0068AtRHt+dnA2THaOSAQTxwQcVf0mybRo9Ogu5YswSxwBItq+YsjCXOe4x1FWgR63f6Rp2qxlL2xguFI48xASB7HtXBa18GNBvyzWEs1hIc7VDblz+NekA4QbfwPtUc0nk27y8DYhJ49ATVPRCsm7HyTrWkyaPqtzZCXzvs7bTIBwahstNv8AUi4tLYylBk7eOK7rUNJW4W71CUkymVpQM8AE0tlex+GdIiMKB7y93OGI4jGTgmuf2zeiNXh4x1kcLdWV3YyLHd2ksLN93I6/jVUkbiCefpiu9Fzd35/0u5FxG/JSQAq309K1bHwvDqdtLLbW0VxHFxJDIcMv0atFUklqYOlFvQ8r68ZFOUleMV6mnw/0i7DSLYaimOCETcPzFRy/DLSHBWGWZJj0WWQDH1HWqVUl0LbM8x6nvQ+SCuMMeBXo0vwsghjONVdn7BU+Ue2aqaL8Ppv+Ev06yvZhJbSEyuAOdq8jP1oVRN2B0XY9f8CaI2k+B7GD7pK+Y6MOrHvXRCIpC2SS4VgWPOPWpiBAqRJjCLt2+lVbuZU0+4YEjEbc++DWhSPkTVj/AMT3UMdPtMg/8eNCHgVDeSF9QunJ+9MxP/fRpY5BxQmYy3JqO4pNwNL6VRJIBxVzS5lg1OB3+5nDfQ1U7Ue1ElcLnSW29OCjyz6VvhljU5YxFiVZR6DNaFnb3HiSeCytInW1uSFkunT5UHUjnv2rDs7/AM2a3nS6+xanANscx+7IOyv/ACrq/wDhMddMVvbzaLMpg5DWQBjY+voK8+rGa+E9WjmNWnQ9lHY9Ns7ez0qxS3ttkUMYVVA4+uT61aPTJxjrycV47ceIdS86Uxw2emxSdUnl8w59duTWXea9Jcp5d7rF9eRjjyoD5Uf6YNecsunNvmZ58pK9z1fW/Fem6OVWW9tQD99S25/wArnLvxneaxMqaRYSrbMP3kt0wjR8fUcCvOF1CK3bNlYwQN/z1Zd7j8TWhBHPexwQTzSF7wGa6kJyY7ZeTj0zg11RwFOnqwT5mkjbsrzxD4ouZZhc2OnaXA217xFATjsuc5Ndho2peFLK6uEi1CKe9iUeZd3LAvIMfwk9PwrhQlvfym5jgEdj0tbb+BFHG7Hdj3NOextpIjE0K7C2cAUToxmrLQ+hoZFUq01Nu1z2MOJoVkjfKuoKt6g9Ky7PTLhrmS41SZbmUcRR4+UL646V57Y6/qHh2WIRzu2ls/71XO4xD1UnmvVbe4hu7WO5tnDwyqHRg33hXlV6MqOvQ8nFYSph58kx6gKoVOFHTAxS/kP5UfjmkbcVYKQDggHsPc1y31OQCwGNxA3cD3PtQSFyW7DJFcFqV3qugeKrPUdckV9HJKGWDJSMkEAsO3WtrxL4ksrDR3nW8Vd0QlhkVh++HTC+9dX1WWnL1Gij4w8VmztFsNL2y3l8DHA4b7pzhifpXnNrfXGmxm3i8RFABtYQwA/qc1HPdzqkl9OSt5eLtiTPMMB6cerc/wA+9ZDc4GOB0GeBXu4bCRjCxm52dkaNxc2V1KGu5dQ1FuuLiUqmf90VHJqM3lmGFI7WA9YoV25+p6n8aodsAmgZz2/Ku2MFHQzc2x5wRQPr3zShe1IRg1ZJNBdTWjFoJWQHqo5B+o6VO11azndcaZaO39+PMZ/8dIqmOKXvUuCYKUlsy9u0yXHmWVxIBzse5Yx/41DfTm4I+RI44xtjjUcKKiXrnvTnBK5FJQS2G5ye5SYdutRkYYVO4xkYqEqc1YIUZI617R4G1Dd4Qsgx4TdH+I5rxbqK9W+GsiTeHbiKQ8QXOR7ZH/1qwrRvE68HL3zorq40zWrCO5tGR5vM8oknlG54ce+P5Vq6dai3OmQA7mSVW3Z/iJyapPp5ns9RjECxwvhxNHEFdnHfA61NpJV7/TkjuTL5f72QkevT8yDXLFe8ds9EcN8VC7+NnWJTxErsByWAToPWuGtXtLe63xururKy71KjGeScHgjr+Fdv8XUm/wCE1jAZo4zAu19x67cEVwywiPU5Ybcg7kLEAZC4559uMfjXWcjLSecbuQuu+WQMreZ6DBBzWq2pltPCync8ZAhJzlQB82PxxxVHyHmillilEkaAb5XPKZ7H9a0tOZZ3tLK0hVrjDLG8jZQDGSf070BcnhM9hY2mtg7klBTGQxDdCT6Hvkc1Sgl2Sy3QJx5MgTYnDBsqx46gAlvSpzNMvhq0tYII1tyXZJI8HezD7zenGB7YpkVraT31uN32e0lwqyKdwtQfvb89wuTTB7H0BpGV0m0TIYpCgb16Zp7+XKk0+MiRQqluSSM4/U1Hplp9g0q1tlcny4wC2Mk475q2QSAehHTirRJUjxIqwygMxO2THTfxz7VWuoFtheFR5jykOox90bdufflSa0F5dw2VLEEN0x/nAqhq7TK1tLCCS8qq5XnC5PB9s5oA+cYNwtbhWGELrnkcbnH+NVpNwS4VnwrOpO3kkZFSplba+hLkIPmUkdxyP1p23zLlBuBjmQsRjHPFc5ZMYt11bm7t3VZlG0HK5A6HjnFaSWx1a11RwZJbq3jKAxgLuj46g9ecj14rKsy0cjP5h2RxYyRx3/8Ar10vhWAw2N3c3UI/s17d4X3SDEz4DBR3z846elNAWJbTTre30yNL+/jG0tIjgqBJuJG092IwcdMHNbjaxJc6XLrFzGJDPfBYIo0B8zYMdvvEKMhu5FcppMVqusQW99cJEpXa3nIWKSYBBPONpz1B5rU8QX6actvoVo53tOrxxY3IiyJjbk4ywJ4PHSqW4I90ib/R4iQQSo+U9Rx39Kp6s+zSrsjqYmHHPapLSTdp9uQc5Qc45P8AhWV4ruGt/Dd55aBpHTagzjJJGP61UvhCPxHk+o3LNZGytIi5bCO56Dpwfp/WoJvDN/q+bq3CyW8P7lEjcFgF45HrnPFamjWH263kecbXZTAEXpGM8nPck8/lXUeGtGbSEnM0yzXEzBmYDauQMA/UgZzXnRlZto7qkbpHAaVpGoXdwttDbmQE4YqPun/aB5Fd9PHb6Npf9l2zrJcy4M7jt7ZqPXnax1tZ7KYwPNat55UfeAPBPv71zWlXV5c3qxwDfvO3JGS5J/ya6vekjj+FnWRAWPhe9kxxI3l4B7etZmhQLCZJpWVd/CruGce4qxq+o2NpN/Zk58+KzjEgtgcCWY9iw7Cr+nXenaloa3p0qGO5D+WEQ5y/YA/TFDVkJO7K8rqEkYSxMN4jKqcvnpt2+tXfCNidQ1F9YOVQx+UiEYMYB/maw7rTb3TtcbUr6BDGqNgwnmR8cce3A/Cuo8HxHTPDdqkqOZJPnkO8fLnnmnTjd3Kk7I6RWSORixIByB6A/wD16r6suNHu2ByPJc/oae8sc8bK0wwwx6E/nVDVLoLol/E7HekDkAjG4AdfY8j9K6GYnyNckm5mPbef50I1MlbdPK3qx49KEbikjNotq2e1SKKrRE+tWwDgVaIY4dKKQUtMkXtjJpQ8irsWRgn93PFNFLSsg1A89cGlzn/OaTFAp2sJ3ZNbQi4u4YT0dgv5nmupRkj0bU5ijrJfXa2KyAfLHChxjPqQK5mwKrqNszHH7wc11fn3EnhO5SGKN49P1VpZwT82C3HHpXJiG7nZgre2insSoixqFQYUdAOgFOoHTPHrxRWB+nUknBcohAZSGAI6Y7H61reCdTuNM1gaTPcl7G6DGFWHEcnpn0rKqrftNFDHd28hjnt5BKjAZ5HtUVIKcXFnmZvhFWoNtao9o78YJ9jRkk4Xk44FV7JZls4/tNx9ocqH8wrsGDzVLVtbj04COKFry4cgGGLqinuT0UDufSvB9m3LlPgGtbdhniie2t/Dt4bl4EieMrulOQM+gHJNeABJLK5s765guLjSVkPlGTow74Hbnt7V2ev6pHq9/cyzTGaziIFwy/ckYfdij9s9T7VgDVpHuJDcxrLbSgK9v/Dt7AemOx+tfQYLDzhD3iedLQTUUMjf2hFKJ7eZvllXsf7jehHpWeScn0BwT6VoW9q+lzAWcgubG7OESX7jj+63o49abd2UZR7myLGFGxJE337c+jDuPeu2FRJ2M5R6ooDrS9TSDJx707HNbGYo6UtFFAhe1FJn5aKAHKTVheYT7VWFWITn5fWgCpIuajqxKuGIqBhg0DQ0jj+td18OL2OI39q+dsuw+w61wjN8veut+HirN4gmikV3MkBwExkYI9azqbHRh3aZ65ZM0UMjXEyGKEMwA78etYPha4dNZhVmAWeYsuT1XsKmv7FntJLVdQWB5Y8Row+fAPOaTw/GbfXo4liVooGjXce3ygjH1zXHH4j0amxR+Kse7xHYfvAn7kBywB+Qtjj15rzEeVb65m2k/dhhsByfMIPRsfz716N8YM/27bYiLLHbAsxztU7uM/55rzlRm9lgjbzYdwZCDjcAMjiuo5GaaT7hKIdyWzIPMVFJ3c9MdepqwLYKhild4ir7nU4BQADBA65wcY9KrWqKypHCGcspZkddpj29QDn3/lU8ULXk7ySEFYYjJJl8fKMY+p+bpQIAZrmBY45GiSNt8Q8sspBJyCPT098022uY3uIVYZlUoATj5T03emPrwKSSOSC2jhTf5jOQpAJ3Dp07HINTTXlvceIZLm4tsCSZgIWGDGpOAMD0HGKY2fRMXEKKc/cGTn2p+71NNXhE4/hH8qCOetWiSMxhrje3XbtUjtnr/Sq91HM06uHJjG9mHTjb/nFXR9ao6gZGkiSM5BSTcP8AgNAHzcLRZmvjzjC4/GooA8ssBUIGKMF3Pt6DPofSpIJGhhuXWTc7IGOTkDJyOnoKgZCgtQkmCWbnHK/Kc1gWW7aOEaNNdSSMLgFQsYGQyncDn06jmpUUpDbiWSSSS3QzqAfkJGBgDucY5/Oq8dvIsYhhfcjNhounGCfxzg/lW2/2OPw/Y6hAhguLX78W0kMHLDe2fUAAAf3SaEI2raPTvF32Wa4ktYb3zkkutn7sxwDAG5eQxIHAGMVzPiCSO718ao7SiGWaSTCDDeWZPlA69Biuhg0+1svDR1Cw33s91bFZ0ZAvkRAkB1zliwIPOeMZrBvEZbewuLhStu8sqKV7NksB6D3HX3p9Ro+hrMYsLZRkfuwSp65x3rnvHd39m0BBt3M8yqqD+JiDiugsyDZW4QggxL0Oe1cZ8Sri5g020Ft8siy7huXP+etVU+AdPSaZm6RJHp8cNsyST3DAu8ca5OTz+VXbnxFJYqsj6eCj8bGnxKfquMAVwVvr17awvGZ5FZ2LOygKW9icZ/KnaRYal4jvfKhBaHOZpiThR7knmuNU7HTOo3ojSvL+61i8kWINLLM4JCDk4+6i+w4+tdBbMPCtnLMwF3rLRkJbwpkQZ9fepreOw0Aix06cPevGzT3hUN5MYGWKjucDgUaLrV2IlsdNslQXLfu7iVwZSOplc9CcZOK2voc1u5n+H/D8t5cy3ut28vlON6hmCl2Pr3rT1l7fT9EMNtG8aRtmJYfvK2eGHr71spplvby/uTNJJ3mdyWdj1Jz/AC7VmXt3amSWJUmfaNjyRJ8sVJyuNRILNbw2mnR6ldSXdzduWjjIC4QHOTx171vTaG9yGiVreElCNpR2HuSA4P5EVl6Ta39xq4leSOR7e32RzAYWMeuO5NdE1qjHy3NxIW/uOVAIGc5HIHYc1vSjZEzZlzI2hWTubg3RjjH7sHgDI4XOWHGeu4n1Fc/qmp31/p1093ZCzfyXkjkmuNjhcYHybSGzz1b8OK7i106O1kikdVZohhH2ktk+rHkn07cmsjxmfL8J6m0yvIscLffjBBY9x71ZmfKrnJPPXnj1pU6U05z/AJJp6VPUllhOAKso2aqqcqKmjrRGbJqKQUGmSOHBpciko470CF56UDrQPanqKAbG/dIcdRg/Suq0vUYLPWJJrls6TrURguiOkcmMH9ea5Vs/hVmxu0i8y2uV8yzn4lX+7/tD0I9axqw5kaQk4tWOsS3u9PuHsL+NUuYwMAc717EetS1TF+Lq1ttG1W7W3uIv+PDViPlaPsre1Bu5LR3iv4DCIztEyktG+P7p/WuOzW59vlmb05wVOq7WLlVNSUS2bQ7mDysqKQcYJ6Uz+2LAqreeDv6Ada19I0SWZ08R6vCItLgPy28mdzj+8fQ1MpcqOjMszoxouMHe519peSXVo+hWE7TS2wENxeyj5IxjnGOp7CuK1jWongk0DRLhlsoBjUNTLZeUd1B75o1nxWdXjl0jw3Eunaeebu7xtH51yFzNEtuljZAi1jOefvSN/eb/AA7UsNhNeZnwcpWuJdXKz7IYU8q1hG2KIfqT6k1Xx69CenrSckk57/rSnp1r1VGysjn3LFlefZg0UyCS1k/1sfv6j3FasUXlyw/Z5N904It53xtuE/55yD+92znrWDn8auafc7SLSYeZazEAgcMh/vr6NWNWn1W5UZdGTXOntK0j2UbK6cS2jH5om9vVffrWcRtYrgqR2PUV0Wl6Tc6/f3MUs7LJaTeX9qt/lmYZwMj0FGu6VNZyXFveskl1aKrrOnHmRk4+b/a6frWcK6vyPcqUV0OezSE0fz70hrqMgyKUGkpQKAH7geB1qSJ9jVD0pwJBBpiJ7lRncO9U3HNXifMtz0yKpHvSYIiPHPpWt4YuVtNetpChYZIwCRuyD6VlvU+nFl1K3ZBlw4IqZ7GtJ2Z7Rpvh6MxC7vZpZJFzLs3cAH+H17etWNIeK48SpcRKYt8q+Zb9WiYfLk/7OAKqSa7aXWhQ3Ec+JOBs3fPlcggj1zg5+lT+HbR28UW93NKFdotwiU5IJJ3F/UelcMV7x6cn7tzM+Mk5h1PTgUZ0a3JIU9Dvxz615dEpivbaS4uiqMW2yJH8vXBA56GvT/jEzJqWnNGwV/s7cbvmADZyPU+1ecT2lvFNFFCHMcUr5ZixDHoOM4HXnFdRzMuMChSUoTGikEqcFjn+WM1PaWjX9tdeWruloDPJIBwqkD5SPXpT7qL7VEZRGQqqvyoeg789xnFC3MlvaPbLKyQXG0SNHwzbckcdxyeD1x7UAQtNNNFZSs7eaSJI2ZuV2gDBxjnjI+ver2nNNqHiuOG88h5prtRJn5ShL84x154rNETpLEnEzy4MMiAH5yOnPp09sVf8KBo/E1hcS+Qy79yFiTtUHGTjkY6iqQH0LjAHPQYpOaXbkjFLt5qiWIOlQXKZiLgkMoJ49Mc1YIOKjlH7qT/cP8qBHzDDFAulSu0jFzmJl2kBcHAwf8Kdchd8bFgjgZOc/TH15z+FJEjjSpd5UB+AN3fOaddEzGCZ9vz9Apx2P9Aa5zQfFFNLetNbnIRVcktgKcEZP+e9Xob6B4NdfVFczzxqsaled4ACtxxgDPXrmqlqT9rni3lXkRY2c/dUZBHP4danu1gmu7+XTgIY5XWKNGxgsFAbB9zk++aaEdD4fXRtIsdR1WO8uBG2y2Ec/wAsVy5AyCo5YKT1o1qytbW00bTruSUR3MscpYxghRjBAYcce1UU1GTRfs00ui21zDZIsUgB/d+a3zbs9mCsoIPcYrZ1O0lj0iz+2rJN9gu9szRE74mY4Xy17REHjOCOMgVQ0euacpXSrSPnAiAK5JPT1rlPGyLNLZ27/dbdx0rq9PGdHsxmTYIlx5p+b6n1Ncd4yk/4nEK43YQHHrU1naBrh1eocwnhSyYrLdX7fZcg/MMMz+g9uK2mulSL7Bp6C2s0HzKvDH3JpdRXboEpmJaZyojOMkNngLVB2ZbgqFC5chtv16Vxxk2dE4rmZJc2lv5BlkaSFVBbfE2Gbjp756V0Oh+HPKS3u7wmPy/mht0bCx8dWPc4rNXTWmv9MtLrBaWXzGh77F559iRVPxJ43keS60zTgrWxBha4Bwze4/l+NdEU5aHNNpGzf+J9PlvTplpdGS+nYRI6DKLnrk/gailgt5omWSdYdKtm8pQzbVnk/ibPfn+tecWdu1zf21rExVpZVTI7E9T+QNdxq9ql9qNvp4VXywt4VJyI4l6t9Sc1UoWaSJi+p2mj2i2tgNigFjuwOxHStCJP42HzYzz0FNhiEMSxqMBVAAp/Vjnoa6UrGT3CRSASjFD3Nch4/klXwRrO95CvlADMYA6jvXYlFIww4rjfinL5fw81DJA37V/WmxM+ZFwVpy0xVwAKkXrUIhj1qzF0FQgCpUIFWjNkwpRSKQaX6UyAFLigUUAKMZp2R60wUUAKxPamhckZ556UHrSjmgLlu3vmhha3mjjubUnmKXPH0PY+9bOlaxPp0Rh0rU1itX+9YagA8fPYHp/Wud5FJzj2HYVnKkpFKbR39nrptNsieE9FM8fKTRTKFB9Sc1j6vq9zqZkGr6iPIkfzGsrJshj7t6VzOec0hxyDzmslh0mW6zasXLi+aWNIYYxb2qHKwpwM+p9T71V4xjt6UgPtSV0KPKZ3uOPXrS54plLTEOoUkMDnkHIPvQaSgDpdM11rO6lvbK8jtLidf38U6Fkkb1XHQ1U1TVGuTOXuDdXNyytcT7dqhVztVR+NYxPvSVh7GClzDchwPHUfgaKTNHWthDuopRTaM0xMcelJk+tGaSgCzAQQVNQyrhsCljfaffNPmGGJ7GgRSYnNWdOlMOq2cqjJSdDgf7wqA9aRDsmjfgFXUjPqDSlsaQ3PeGs9GGsDdawrezLv/dgcA9z6H6Ve8HaJ9g1bUJJC2WUBctuGzJxg1xrWF6dQU3E6vNIqTMsJLAoQAAx9favRvCEOyxk3ONwkKrk54Xt+dccI+8ek5XgcJ8ZU83WNKto0PmSWj8EAc7zjk+/FebpczzPZHzPPEaspCptKZGDx3wefwr034vxefrOlIvEjWzIvOOd/P6V5nFPDcNiWJolkQrGQR8pyDn9PxrdmDNN52ZZGkbyznkqeoOP6A1HAsctxHA8nyglg/pxx+H+NDAmEEqTb4JwnLcg847cgH8DSRNGI1LEMygKSAQPX8RzSAiR9nzQvMJmf7qH5lz95h77cVd0qxnOo77YkeXtGDngs2CMnkHnApLfS5NUgluLVk3xSJEdzEE73OCAMkj6j6VLZahPeahczSSDfdYEjICoJxuOe341YH0Sg+VfoKXHz8+lJH91R/sj+VOLgN07VRLGM3aops7JMf3D/ACqXcCKhlIMchz/Cf5UCPmh5lubG5FuqxRoFIyOny/40xWObWMJujfGSRzjIqG3iw8kZT5Zbd2U9R83TPuBxSorm5hCthAzBWz0GM4/SsDQuq0trBc3MYQBGITLZ2g8c+vX+VXtRiRZdIaeVoJTANpiUH7pYhieMN+HpzWR5m7TmtmkKG4kyS5G3r14Gc8etXopPth+SEILeJ0lZcsHHHK5OR0H50AaSarDP4c1KS8kmlur6VNk0ybRKEPy4A43EYyf51tpPNqvg2S9sZXlUXXETgK7bXyuOSOg6ZrM0CeG68J6lpkyQ3Bt1a7gLnpx8yKR3x+uRWpb/AG2HSZ4TZR2TSw+fKrDMaSBuHAB+UAdBk+vtTQup6zpkvm6PZyYHzwKetcD4w1KOz8VR+cGMcdv8xQZ5z/8AWr0bSIITo1mEQRp5a4RTlQMdB7V5V8QIA/jNxIrfZkgVmVTgyMDwn05FKt8BpRup3RUGqy6lNHeR2106522qKnyqO7c9z+lSjXLLRoWklguDqR3BYpk2iM+uc4P4Vbl1nUdIhtjdC08uUfLaxcNEo77umB9KiXxF/aC+XqOgtPZtwZNu7A9fX8q5opI3m3qRaLq1ybLxDqUkjS3gtwqsOqhiASPQd65J7iNBsjbnHO7r+FekW2gaZFC9xpbNBJIuz5m3pKp4KkHt+vvUmn6Tp2jxySNbWs1xvLGVozhPTAJPStozSOd02zldC0a5gh/tq4xA0BzaJKMGU98jsMd66rwHpz3up3Oozg7UJEYJzgsckA9+tZmsaiblJ7qdittD1Y9CewA7k+grvPBNo8Xhi2mZRHJOTJt/ujt+lXF3lcTVlY2WiIZV6+ppgjJyAOhq35bg/f8A0pBGwGAw/KtrmdisVOMeh5rz74zSBfh6wHBadV+vWvSWiYj7314ryn46b4vCtpGsnDXI3D8DRcGfPoPNPTBNNAxg9etOTrQZSJADUq9qYDnrUi4OKogkXpTxTQMU8UyBMU4CjFKKAEIpKcTSUAJR34o70oFABnNFLik70AFB+tBGDik5oAcKQ8GlFIetABml60mKWgB1IeKSk70ALQKMmlFAwJxSikxzS0E3FxS4o5oPHWgBM0HI7UDrRzigBV6+lTyYaIe3FVgfWp4uQV9s0AQMBmo3GBUz8CoW+YHPpSexcdz1b7ZdxafZX0l2h82FImQRfL0456k/hXqWh2htdGtkwN5Xc+epJ5NeZeHLYara6DESxIU4GcgYPevYFgZQoAGB79qwprVtndN+6keX/FQh9Y01WUF1tyYyCAQxf+Xr7V5v9mtY4Ypty4QNGkZYFnO4DOPQV6P8VQf7Y02JgQz2bhCMcneRjmvM7e2S8uPsyOqArnc3Iz6A9T/jg1TILxle2JlZZAiRiMEYIHXjPrye1JbkTbxKpA4DY+6cDqB36gYqXz99sfMjYwq3zKR1PAA/LJ/CnTyu10dkltG6IGQ4PygdB/vYpMZUiuJbSdZlQidDnkfeI4wRx0/nVnTo4o9S3gExSYIwejZz6c0yBy0MkbkKNm4SSHJyGLHn1Oau2kMtvcSjy2CxSbQWI4CtgbvpjmqTGke/g4Vf90fyppbmpPKcqvT7o/lSGBj6VSZmRZqOT/VP/un+VT+Q/pTZIW8qT/cP8qdxHzTAoGooFVURoSSgPABOerZPSoY2Vf8AS48bISu0Zzk5xn9fxpikfaZS29ALZioP5fyogZksvsu0pu2lXY8bQwY+3YdawNC0sHmrpapOGu3mZfIMeAgOPm3fxZz0PTFaWq6bBoniD7Mr7iqAkkkDJ6jHpVKxDR6zZ3KgXAibEnIKbichTnuQDj3qTWtQm1HXZmmOBG22NEAxGhO7Zx6E8+5oA09EktdM0vWruaTy2ZP3SYGGfcf3Y9n6cc10Phq+iXw5CsltNN516zPHM+UB3fLGd2cjHzYbPFclqmYtOdfkeUAMMjnOc9PxrrtBcTeHIrcJDHbT2kiTPHwxlwQhbHUkY4PfpTQdT1Tw1JJJ4ftTMV81V2SbScBh2FeY+M7efU/GNzbwyLHHEF8xmHIU88e/Fej+FJC2iKDE0bRuUwxyccc5/oK848YRm88VX1jHIsKNhp5TyFQd/wCdRWfumlH4isur6K2qzTXKm5+zxLFblYy+R/Fj3Nben3NzNE9xPE0Ks2I0YfMqdif51m23iXSIFWCBZxDGuEljiIUkcenf1qUa/DbvIl5byRlVO7ahZVOMhS38RFc6Tsbu2rNCxuxc20k4wIi7LCoHJA7/AJ1Xvrl7e3E+oP8AZbU9FXlpD6Cquizz3yWmk6e5dQfNubpOWjQnJUH17Zqx4w0bT4YYY/PmiWTJk3kzEY/iUHPPbj1rSKMpM52yS68ZeILe0jjEOnwNu8teirnqfVj617vDEkMCQxphUQImOwFcN4FsIrdY0ht/KVV3sW5Zj2JPY4rvM59q3iYsU9fSjcopp9zSED1qxC7wTj1NeN/H24K6ZpUGAA8jtn6Af417H0x8teH/AB7mVrjSLcdVR3/PFBMtjxYdhT0HNNA5qRRVJGLZJjinR9aaBxTlHNWQTA07NNGBSmgQ8dKKRTxilNACDmkNKOKTrQIBTwaaKOaAHHmm98UpzikUHrQAvIGcc0mTTlA7HJpD15oAKSiigBDSiigUAKOtKRSUuc0AJ+FOFJQOtADsUDilHSkNAhQwHWkLBu1JSUAOFBpAaXrQOwhqSM4NM/ClU4NAmLKOT6VCfarMnKA1XAxQ9hpnuXwltPPs4LogFY4jk++416piuI+FNt5HgWykIIaQHJx/tGu3rFaHbe6R5L8XWVdZ0xcASG0dUyfvZcgj8u9eX2arB5waTEyqQAVxg5HU9vwwcV6f8XWZNb01wPlSzc5Y/KDuOP1rzCzR5rxo/KTMg+clsZXBOc0DL20xutxENiSNtTzCSw5HP6nn0ps0MhvJF2sxj3MWDHDLxk5/KpIpeLZXy7rLk4HKtkY5/Wm31xuu2EiM4Vj8+75mPqfXHP50mBYtYxiaMIr5gkds5PyY5PsVxkH1NXNNc3GnSErmUNuYEfNLubjB9AT2xxWSjTR27eUNoeMr5yLgsmOme+a19OvFS4mjgMiiVMfvByqg/KR+GKC0fQcBDwRsCCCoOfwqTAqhobmTQLCQg7mgVufpWiRzVGbVhABimSqDDJ/uH+VSU2T/AFMn+4f5UXA+Spi4MskaNkWx3L6EjHepZWMkcCxptRm2BSfvHI5/LNK+4adJJCzOxXy3RuxPC/0zUluFaW1S4VvIVDtwOd36d6yGaXh+8kstQuJPNWGzZ0hugVXldwPQntjr2ou7CwTU7eaz1CGeOSZ/MG4gRlpGwBn73GD75rFAxaX7B1kG8JsfgkZHOO/pWzBJpJ8OpBLZoNSE3mJtfCeWpPBPqST+VUI0fF2nXWhL9lmiyJ3EccyD5XXaCB7Yz0rTu7THgy5MbNJbsxKhYhmJ2/2gecg8Y4/DmorfULi7i06wjeL7CblXdZdw2SrgkFsMQvv0xjOKDqIv7fUttnHHDhmeOR8CZm64I+6FB3AYOAMZNAz1jwlci40WNgXIzhWdcMwHHPvXl/i+SSPxHq2Rt86ZEOf7oBOPzFd/8OZJn0GX7RgSNMWYFvmx1Bb346cV5941hkm8Q3x3DyhMCR34HUe5zUVNi6ejuZgmgmiBkVxlfuxLnaPU+grs/DGt6Rb6RHbX0tvA8ZJJlPyuCeHDd81zXhXUItP1SeO4i8mF7clmlXPQ9M+pz0rRsfD1trWu3iQBobcBZVjnjw0eeuFz+VZrXYp3OltVhk1O8u9EmWOOcK7tGMiQgdfpVW88OnVc6rqeoSEmH5UhGFRR0ANaMs2nya9Y6RaeW08SkyiM8JEBnYccE1g6nZ3llr8lvZyuLKXEqwSN+7wDzjufpT1Fodp4Qhl/swyv998KSTk8f/WxXR7WPV6paTE0WmQLgLxuIHFXccckV0RXumbeohAHVqOc8Cl+Wl8z3FMkTD+tfPnxxmL+LLaEn/V24/UmvoMuPc8180/GG5+0ePrgc/u41X+dUiJ7HAgc09fSmjrTk69KZkSAZFPXjFJ0pRVEjwadTBTh7UALRnml6dqYx9qBCk88Uo5qPcQaeDk5oAdSH0pcijigQucDmk3DtQTSD1xQA4ZNKSfwpAT6UuTjHagBKKMGkoAKUHFJRQAvWlAFNpRjFADqUU0U4UAPHSgikzSk0CGkY6UzvTzTCKBoUU45x1pop2KAEpV60nSgcGgGTdY8Zqu3GanQ9RUUi9aBI+m/h2u3wJpa/wCwf5mupzXOeBFCeCtLAGP3X9TXQ5rM7E9EeR/FqMSeI7GMyAGTT3wDn5vmOFxXlSSyQiIW8jecXOcN0XBH8ia9J+LM0d14shiDbZbO0wxUZIDtnHUdQeleeeRYusEo8xJZAPN3NkZHtjj6c/jUlmrbA207Lw0bPuDRvwSqn/4o1RZfmEmVCn94MLkgdMGkgl2Q+ahdlVwF2jgAHv8AiR+vpUss0tyFLRLk5AKnvk9fQZJ9entSYIuwyK0sf2qIFdhRF6bgRhT+eabE4e+Dy7l8sqrKPlYhRk4P4UwIZfKjhGxIoxhZCWYlRzzjkk5xwKk01la8ZjueNmyARyM8CkWj6C8NK0fhrT4ZAC8cARgD7Vrfjn3rnvBUwm8K2hByV3KfqK6DI7cVZD3HCmyf6mT/AHD/ACpabKf3Mmf7jfyoEfKDxl0upEbCxRocLyCdo5/Oo8MrxSJKNwQsWI9Pm49zirFt5UV7er82woobthvSoZYUkigMjEMy7mI6YzwfyzWSGxFgMkcs+FId8devQ8elbthbw3FvqEptpGuoGTyFhK/KuPmLAggjkVj2Sm4jMZiBlkn4IGMkdB9O9aenTyveol5EUspmELLD8mQWIJOOvI/lVCJbY3MtzNYx3K+QxY+apIETEYOfY9Oc8DpW5pFhANF1KY/6lAp2zLuVmAw6xtkHHUAdSO460S6Xps3ijUrN9RaFfLX99agCMbRgBiOAcYzmpLnRLqw05E+0xL5Zaa3bAP2hVBL8H5Qy84OMkD1pMaPQvAMElvbXEThGRXISbq0gHQkf/rrg/Ek8P9t6gPM/eLKH2kYzgjofWu68Bgr9rgDyPCjBEDOWAC/+zc9K4280g6zr+oRx7VjWYu8hQFmPYe3Q1FTZGtLqNu9TsdchaxtLaRnjj+0SlkChPfPc8Vc16e3vYtOSUT/b/IzNLakrtyoK5OeeucGnWn2Dw5JPb3ETO0o8wSRAyeYuMFMdsenvTdB8SWdjDcLfQN5Nw4kjIXzNoHAVl7HAFZwuOTKmg2Et3qdulrdsHtwWkuIo9rAn1zn9a1C08vi02dzdLcybl3MV2lexVV7DkH8K0p7gmW7vIEms1dRJzFgy4HDEf0qbRLSzl1a0eAJM5JmkuGHzu2PXrj2q1uTY7hV2RqrHOBj6UEAD1pecjPPelAVTXQY9RgUsOaURD0FSZGM8YppPsaAEAA7mvlb4lT+f8QNVOfuybf0FfUjPzwQfbOK+SfF832jxdqcp6tO2aaInsY4609OtIqCnAHNUYseB704dcU3bilHWmIdnFG7FNJozmgBd2aKQDmnYoEBGacvHpTTgUCmBJSUA8dKDQAUqigUo+lAhR1oozRmgBaYSKXdTTzQMUHNB4popT0oAWgUgNPFAABTwPemgUvQ0CHYpaQGloENNMOaewxTTQNAKcKbS55xQA5vu02l6UhoBjkzu4pZAdxpqNhgakfp15oEfTvgo48G6X/1xH8zW/wB653wQ4/4Q3TASP9UP5muhLY3H2OMdqze52LZHzv8AEa7F3421mW3JUIEi29dzIADx+FcYsk0u7arllG4gHnAGS1a2paj9s1vU761jlEks7zDOD1Yn8gKzxP8AZpgI2aMkbdw6j2/HuKks07GKUWsrKUWGeJXJD543A/zFNnJRsiRkUfNhRxzUMbOYld4ztBKZB4+mKc8xk5yQpAX0BI7fypAi9ZlmyFYK8QBBLdT9asae2y9Z40LYjLBSfbIrLikIMrXAD8HIHGGPpWhZy4vIJihcIvODgtg44/wpFo968FuG8OxsoC5lc7euOa6DPOK4/wCHX/IvyAZA8znng5rsKpEPccKbJ/qZP9w/ypQabIf3Mn+4f5UxHynFMC2pyZGHj3DcccY4apLhT9nRcDekWQnqDx/XP4VDcDyLa9hBHNvCYyCGxkDrj+VBu1TUZVcZVFIUnqM4x/WsupXQhYiG98y3lZwJgPMwRvG3kFT9Me9btlbS3Vk0VlGqx7nLIqYEikA7gDySDuHHTHHesS1vUWRXuF3RtIWOPoR0/EflWstjLp7w3ceEt3US28pOScZB4HTnsfWqJNHw7cJa6xHcTSr8kTfbFXpLEq5EmT7cDHPGafqCsk8aat59rLIkyW8MmfvuSPvjtz/kVh6bMQiTRsYpHmBDZ2hW+np7dq6bWvPlsIpJJrt4QY7hZOCJFVghwc/KAuTjrSA9B+H8lws1zBeyTTTQAq0kzbiqcFBn6An8K4TxTrE0MFxFZPsF1dSb5R1wuOMj61nN401GztrprWdJLi45ln24bnj9M4H1pwgttUszYpLI1whUwBVJEjv1Oe2KUlqi4uxd8D6ZfyvcX8V41rbrkK2crI/+1nqv+NdJ4V0+zSC7a/v4A5uD5iBgEIByMH+6aZrDx6Dodro0eFdVHmlO/r+ua5uCG51G8jhsgxPBJxnaPf2qErtspvQ9B/tlL/VjBYN5kccRLTKn7veeAAehwKseFnil1y4EQAjhhwoxjGSM/niqF9JHpmnfZoWRGK/vGXgE9z+dQ/Dy6NzcavcIwC+Yqox9BmnTV2EnZHoxIBGD1pGfB6/pUAZn59fwpzEZ+aQD6mumxiOZiDtXbuPY8UxBMhw7c9cU9Cu0EAnBySvekBlYsrBNjcgAnkd80gGTeX5ZdtgKgsp98GvkHVm83Wb1yMZnc/rX1teRQ2WlXTRKqqsTOBjjp2r5FvW8y+nfsZGP604mc9iNc4p+fTrTFOCKfjJqjIDSDinGkNACZJpR1oHFHWgGPpRTSKBmgkUmgUnc0opgOAp4xim0ZoAWkGfWgGlJ4oAOaXtSClxigQ2kpxptAxMijmgDmlIxQAq08UwU7BoAeKUDrmmDOBT6BAKfTR1p3FAhpFIwp5NNbpQAylB56UlLQCF6ikIpRQ1A2BwV460rHamfakWlkPyUCPpLwHIG8Fac3P8Aqc9Pc10JmUQTMr5CRkkqc+vFcv8ADl/O8DabjqFZeD71u6rfyadpF5drCJHghkkVOfmYD2qGdcdkfL97uiVJCQpmG9lRumV4Bx3I61DEjyP8iodis58xgBwD0/CmujxxxMytsPU56VCLlozGQ5z0wT+dQWX7d90ToV+TqG3cZ9cVPHFvBBIyPmCsevrj8v0qk1/JNcqNoALDvwMA1bjAi2SrMXYvxkdFxxj15JpAiVjGCrSMWU4zt9P8c1p2xcy2hUYJO5hnA39z7ZrHDFjFtyxGOGxgkcZ/MGtW1t/P8tVcRgPlSQDg9+fpSZaPaPhq/wDxKLuIcmOUdDkcg12wI7GuC+HAW2F3ak5kkRJeevy8H+dd7yTk5/GqWxL3HCmyf6mT/cP8qdTZP9TJ/uH+VMR8lbt8l2ycRZVBx1wwx+YqW8KrdXgiwcqAxI5zjPFMsh5trbQHcEknDOQecg0jqwFxjmVptxb/AGQcEH86z6jYwI01s7QxkpGCrHoCDjA/nWlpV1OFnKh3EMO+Hc2RGRxuwetV7W4RdGe2dmj+0SLIAF+9jcMfr+lWdMSb7S++XyoY4tkq7PvQk/Nye44/OqYi/p1jf6qHQXqJfrmXBAzIp6kY4OBirmvXl2fBmmu6SRqd0DQEFSCFI3sMcgn+LOPanXDWxu0n0fFpHFC0MTz8Ss46tnJBb6AD8ea0JJdVFlYWl9LDPZXkfkxyINzLH94bt3OQew4x+dSM8uSZ4mI3kevetHT9bvbGZZ7WYxyKchgOfyrp4/B9ncQm0YvHciZYYrleUPysW479AM8ckYpZ/hH4jiBe2mtbhcd22mnzLZhyvdGHP4ivryTzLqRpWPVmNaum+Nb/AE2NorNIICRl5WXcce1UpfBHiizYCTSmYf8ATMg/0rMvdD1i2Zmn06WNGXHzUc0dg5ZPYkvvFuoaoZM3cjAHucD8q9U+DEbz6RfzTnd5kwCA8YArxyx0S6mmS2ghbzHO0Fx3r6Z8L6DD4a8OWtiu0zIAXYjq5681ULdBSUlubMjKpLElWUZxWa0l9K0RR7WaN8szZKNt/wB3HJ/EdKv3Mcc6rFJI8Mjc/Kcn88VKIUQZYByoA3HGTVkmBBeEzFEimhmLYAkJ+dd5AwQCB/hWnA91cbj8yqPl2MMc+1X1JAIAAHrmot6u+FGQB1zTAxNennGj3x4O23k3bQcDivlhzukY++a+sPE+U8Kam/Q/Zn/lXyaCctnuaDOY4Ypy0wVKoFBmJSHmnYpQoxmmAynCgAd6OKAYrUgJApc0hNBIZ9qUGm9qVaY7DweKcCCMU2lBAoEHTgUc0cGkA96AHJTqbwKQHNADzjFMoNAoAB60HnmnY9Kbg96AAdKcCfWgLTtooAUU5aaOmaUGgQ4daUdaT6U4AkUCGnrSGlbK9OaQ80DQ0k0UYpRxQwEGaXGaUD9aDxwaVwYDg0/GaZkYxjNP4Kjgj6UxHtPw11Rv+EO+zxwh2jmZQGbA7HrWj4i1XUbuwnspLq3tbe4Uw+ZChdxlRkjp61xXw2Y3FveWo8w8liEPHQevAz06V2bQTTq3mWE8LpIAmwDzFBA6ZyGAOR26VNjri9EeaXng6UIixaijwjGPtCeU+SccqCQFxz1z7VzlzpB024kSS3M8YGBKVPlt7hvriva5tIN8SkttdP5gGfOgVfoMjofzqvbaNqKwCGVo2VCkexlDDHQkZGB649utTyml0eIJaI8ZMZy+ScoMcD6/WrMEQLW8bFdpQ7iG/wBW/Yn8AOPevbJNCvGRWtreydMrvjntwS2CePlx3x/kVla54FhvoXnS1On3oO7y4yGSU9SOnGf6UmmF0eXwoZovOVBsOU5bnoAe3HIJ/HrW3o+xZ7UuMh3You049Qfxp91pc0FywdTGTGGbePmx6BQBjA6/nUEUws3UNIpWPDgLztx0z/P0qC423PRfA2rRReII4yy4njMRJPQEhgfxIA/GvVAfavmWw1AJq/nWjKj+cHDE5wAwIAHbpz1wM19DaTq0epWSzw5GMK4PO1u/4VS2Jl3NYUSHEMn+4f5VGkoPHT2p0pzDJj+4f5UyT5PjBh5XGIJ4ssg4BAANJKzu7OpUbmdmI9uxqO3cGymckAibcRntmppBvlVTEATsEbZwDwcjPTrjOazW5XQjEjOtvN52TCAUU8gAZIX+f511s2tWlwYo1iSONLc3D2zhmR524PU8gAKR6ZOK5coyLJDGikjczBT94DjAP/Av0rQ0/wC2FZ7yzbyms7cpdEnLOrYzgHocbRgenFUyEXtKsLCSS1sJ0vJZT5nzwxEhVxncB3B6+1dPcWenTxKzXnmWsEhtneXERiJGCqsedoPIXPAHpXLWFzqNk8VxPEDHbuHmjm+bzIf7rZ9Ohz9K0bq9spbhMyy3cEnnvNBG+0DcSwfJ46fpU2KZt2RuYrKO8ie2uUhkVZ2MYTeDwqqejYJByckEDGK7rTr77RCoZSD3zXnemwTXWkwSCaYW+5p4YJNwFtGpBY5PDEEBRjsxxXaaNMk9pFOpIVueayqdDaktGdIOecjFUbyytrgfvUVuc4IzVy3YMSuRipZgoThRSa0Li7M5CLSrOHU1uUQKUYEfWu8ycLt5GK5ieNHmHbBzxW/Yy+ZCFzytXh3bcVdOxP5b5O1lwezGokzLvjKsjDHzeXwfpmrWOOnNGcg9+xzzXTc5Cu9tkBVcpzydoOaVoG24RwnGOFFTnABwcA9qbkcDOCxwPrTA5/xTBcL4T1TfPv8A9GfJ2gdq+UQcMRmvrbxYd3hHVSDx9mfHHtXySMZP1pGcx4qRKjFPXimZjwacBxmmdO1O3cUxDeM0lIx5oBoAXpSgA02nBhQAuBQBjrQKXNAC8UmaQnmkoAeDkUdBQDS9qYCcZpQOaT8KUDigQjHBoFLigLx1pAL7UjZBp1H1oAQGnAn0pOKUEZ60wHKDTqZk9MmnDjvSuJjvwp+8kYpMdCDxTguaYhO1RHk9amI4xURGDQA08UoIpDSEHtQNDiQOT1pRzzTBx15p2aQB3p646EZ+tJtzzmnAcUwPSfg+ytqmo27BWMkI27gDjGa9gs4ZI7YLcsjyjPOMY5/wxXhvwruRb+M41J/10bIB78V7zKqqu94w2zLABckVLOin8IyaItHIluAJVU7S4+VTjuKUQL5JjYI4xgq3INKJlmiQplC4DAkYI9j/AIUrSeVKiMGYyd1TgfU0FjFCeeIvs+1WUncOgx/n9KVoozyYhgdhwRUmOOTgnjg0pBxgc0AUprGC4ctNGkxx8hljB2/jisO68D6RcziaOzgjfg4jUAMo7N7V1G7bgHJpAqEklOowSR/Ok0h3PMtT+F1kYXmsGezvFJk8xGOHBB6gnhfYYqjpOu6p4Q1xbfVV3QCNIpGjO1GRj8r47PwePSvXFVuPvDnGAf196o3mk2l6NtxGGTdubIK7/Y+o6HB7gHtU2KujQRzMiyL0YBhkY4xx+lEuRDId3Gw8Z9qqWcH2aMwGRjFuzGG7ewIq2zAQOCx3bDx+FUkSfLMdoyq4MRw8ihiR055/Smr5g06IqRkS+YzquXRe2DVuaWS4tJrudGZJ4QdyAhVIHT64rJkeSGNtpyrLsfHA9hWKLNO1kWO0Dzwh95LK5GSODkevPB/CoLJbcSKJ0dgxy+xtpVB1z9RirMpjTSrZMAnKnr7NVK1CT3rFpCrMjEADPTgUyTudPePxTb30GnziJLeOSO0S7AJePGQAWIO4ZOG+lUL+K5W0uHuItpt08xoYwNoicYBOD8wGc+w64rmtKuRbzzx+U8kEymAgHb5buMbhnuD0GRWrqFxdz6QEudu+22iPy36Iwzg+vNIDaNpOQftUdyjJAFAW4BMatjAbB5U+/SvSPDlv5enQxlvuqBivI7C8e88QW8eVby7ZInljbh8EHJHrxXtOnoDDG68cCsJ35rHVT0hc1li5zgfhSXDBYj7VIpIGD+dU7+cRRkgjjrmnPRCprmZnXEixgyEjGcZqzZXhjkD5+Q9a4nUdRl1DUItOiyBkGZh2HpXVHi3VQMBRxWMZWeh11KacbHWo+9VYHgikZN2MHGPSs3RLv7RZYJyYztrTzXoRd0jy5Rs2hTjuKiltobhonljDmJtyEn7p6VIaBVEmR4qX/ik9VAx/x6v29jXyOpyTX1z4o/5FXVR/06yf+gmvkcDBoImOB6VKoqHuKlU8VRkOY+5pO1I1IDxQFgPNHQUhoFAC5pcUlOAOKAFFGKTpSg0AJmlBpMDNLQIdSg4pKUDJpiHDBpTQqrQ2AOOaAG5oye1N70ozSGKM5pSD1poznrTjn1oEJThSAc9aUdaYEg60uR6UzOaUDnrSsA/dj2p4IPrUeDUi9OaYmL9KY4NSDFMegkjyO9BApCM0gpFARzSj0oJxSgUwHA8UoPsaTGTS7SOQaBG94MuvsnjDTZCeBLivprhuASAe4OK+TrGbyNRtpumyVWz+NfVltKJ7SCZejIrZ+oqWdFJ6DiMrj9aAMLjLfXNPxRxig0G/Ke2DQOn3qRiB3pRjHJFACGMMaZKXUgKFOeG+lSfKvJYAZpqMsu7Y3I9RQAxQyuNuAD0OelOgiWJCqys49XbJNK0AZgxGW7HNNZCvzAAnFADwuWw20Dse9RzRGOCUoOinIJ9qAxIUOmCTxilkYtBJk4+VuSPagD5l1OddN0qLThcGSOVRcBdpXazDawIz7nBPX0FYdt+9byt58rcDIe23OM/XnH41HNPNcudxMhHBMnJwOi/TFLYTmKTAG/zx5RVuhHqfocVkUaRu5XIQhQiRGJ1x8x5//V+R9apQHyopdsZZiOHxzmrSz262d7N8guFkCp5g+Zkx82PUghePes8BWtmuI5NsiuP3RzznoR+XT2FAE+d7Okrsu+QGWMDBAA7E9TT53dpiwZlDsDI2eF57D07UXdxIl3IY1EjsEkkYpv5ABbOffPFX9I0o+LNantYpUs9zO+7aSAN2cD+QApWGaXg2zjFw17548xuPKzlsevTpXtumSM1nGw61yt34f0fQ/syabbCBnyXHmMxBI5IyTgGum0gE2yjPArnn8Z2RX7s2zIUTJ6VzPiXVFtbKRs89vr2roJ3xHjPGK8t8W6l9oujCxGxGwo96mozXDQ1uXvDUIRPtU/8ArJSWIPc+tdNPcDySQetcfFeqir5f3QAKuTamBBnO0469ayTsdk4N7nX+EbjdcXkROQpDV1LMdpIOMV5r4B1RDqN+XcImAFZ+5zXohkDK2cHBA69/SvRpaxPGxCtUZNn5QfagPu5qMMWJwQfwpH8wgeWye4I6/StDAz/E5/4pfVP+vWT/ANBNfI4NfW2vrI3h3UgflxbScenymvko/fb6mlYiY4U9KYKetMzFPJpQM0uB1pcUybiFRigKKWjpQFxCBjpS44pSOKTJFAhpoFB5pcUFBSgikxzS4oEKelKKaBTgKYhSSKQ5oIpKAAdaWkpQcUDFHWlzgU2ndqQg96UHmm5wcYpeaYCBuakWou9SjFAEgPFKDxTRT1FAmOHSmt1xT/eo2PPFBI052niozkEVIfrTGb2pFIcB2pRkA0IQRmkYnNACh+eaeGyMVXJOalV/lxTCwpO1gfQ5r6i8L3K3PhbTJic7rdQfwFfLhANfRXwyuRc+BLHLZZN6H2weKlmlI6/O0Cl3Cg9Kbk5x2pG44gelMK56dRyKfQKAM8Wbx3c1wJmd3UAI3+rUZOCB61amkmjiVkjEjD+EuF/Lg1KVzUToxUgAGmA2W4lgkDusbQEc9mT/AOK/DFSxSRyxiRWO1uQWGD+VV1kK7keRcrjJz0z6UNI0it8sZGOcg4xkUAPeWJQwaWNlx83zDOPYVVW7W6gY2m1oiGzOWO3GOqg8n059KFhs7e7E/wDZ8azEgJNFErsOvJIGVHXk1cky6SkpldjFWDZz1oA+Z9U8OXSw3s1tot3aQ27MJZXWRxhR785JGM9PWs06HcaXq0mm6pZ3QwAzNAokZRjIKnoRxz7V6po1zqVxqem2esNDdFYydyuY34XaFZXClsjgcck5rf0e21KMyxTuIVM4EKsm9/LHLbuwJ6ZzxUWKOe0DwPBrXg61kvbU22oFxdLcJBtl2AkKucfMSM5z/s+1ac/hTw19ue7vPLF1clNomIX5l4DKG5I4we2R7V0d5c77+OCQSJHISyOcKCVxwDn9Opxx3rnL/wAPaqby9uUv9PWW5mi8iS54xjcWQAZ3E5/SnYZoX3hPw5qF817JZxSlo9pKsrISRyVX+Fu5+tatjp9pptq0dlbrHFG5PlxRAbSD2A9/zpkWmxTQKJDErAozNCdmSoGeO4rTk02JoJ8SSAyJtcxtg/gfXvntTsBy+q23n6vZRqgUJGxZN3Qkjj1rW09TAdrZA9Kyb6dNL163t8hY3t8IAOnIrcgZJI8s5IPRhXFP42dkP4YupyLFau+cYBJ968c1Xyri/hcS5EkpJ9sV6P4ksLl7Uyw3pMSj95FjqvrXFaN4Uk1nWobZ5ClpCTIXHcHtWcleVjrpWhT5mZkd9EqnD5B7nGBSLJPqkvlQv5duOC56n6V6jcfD7QXsHt47Ntzp8sm7nOK4XRtLg064lgljzNBIUO49D6050nBXZdHEKs7HQ+E9KjguSuGSN1wo6FiO9d7b20WMsFaXcGY453VxyXaxKkwYDYR36V2ltMLiFJkwQy5zjvXTQeljzsXFqVx8zXKoRbLF5m4Z35xt79KlEhxll4PIxUQYq5DcAjgAdKcu7s2PYiug4ynq8ol0a/j8sgfZ5Bkj/ZNfJMg2zyqezH+dfXWph5dLu4wfvQuP0r5HuBi8nHpIwP50myJjRUidKjHSpEPFNGTHUopKB1pki9Tij2pTSd6BhmkzS0EUAIOaBRzTlBoAMUtLSUCDFOFNpw5pgIRSGkbrQTQAClxmkFP7UDG0ZxS0cCkAhPIpwNNbnpQDTEP25pwHamr1qTIoAAMGpVOKjGM9aeDg0CY8n5TUR6e9S9RjOajYYOaCSM03FPpOB1pDQLwaeRkUztkDilDUDEKjvQAB0pcZNOK49KAG17n8GLjzPDV5DnLRT8D2wK8NPFes/BG723ep2xPBVZAPzH9KTNKT1PYscng0lOxikPWkbiUoxmk4NIaAHHrntScUmeMdqOp60wAovoKhlgieMho1ZQckBck1NQTt+bNAFIWxc4JcqQdp+6yj0FPw8dtLiQMdrZ3A4Bx0/KpiiyDIJU9sVmS2Fwk3mCeWRdjKyA4AHJzj15oGZb6HaTxo0jmGfbuynIUgfLknk4/CpbrSmura4jt71opmzGsykMF4wDjv6n1q6IpZImWeLyZdvzbXDj8yKmtY/JjSMLkjqSBk+/Ap2Fcp6ZpTWdtFFd3BuWiUL5rL87H19B3qze6fHc+VviT9225C3Y+oq4ZGTjafbAzQzAkmTB45A4pBcyrbRriG9uJ2vpJhL/q4CoCR/wBeTTrO0vIGSS81D7Q7fKBHFsXI7gZPbjrWfdeNLO0v/ssltOZPMSJV6McnG7Hp3HrWtb61bvZrczs0CH5VLgKTjrgUBZ7nGfECOZLiwvlt3RYpfKZzjBz0xzW1pMmbENKCeM5XoKzNf1QeIIp9Oiwy+Uzw/LzvQjPPce9aXg+8W50uMttDAbWUjuK5K0ffud1Gf7uxR1m9tzaPHFcqxf5cA9PY1Y8JWbW085wGJVfwFUvGuj2NmY9ejHly2/MiL92QfT1qz4FuLjU7KWaYS2oDq6DADOo5xyDxWcF+8R0VX+4djrg0q5wny9cZwc/4V514ytJLPW4blF2C5QmQ+jAivSyB8q5JY8fQVzvjbSTqegO8AJntyJF5644I/ImuurG8TiwtXkmjh4onVHMkwKkZxmu38H6m19pGz+O3cp+HH+NeSx6oSgUnbjIOa6/4YX7f2reWnJEieYvPcE1zUG1Kx34xRlT5kemGJjkFiT6+1PC4AHpT8AUZBPFdp44113xOpHVSP0r5D1KMxaveoeoncfqa+vSa+UPFsItvGGqQ4xi4b9aTInsZFPSmY5xSg4NMyJaWm0tVcQvUUYyaFGetPxjpSAYFOaXFOpcUAJtHrS496Xik78UCEPHFJSnrzSYzQAUopMUYINAB3ppFOxzSE0DBaXORTRT+KAEFLn1oFHB60AJjmgKc5p2O1KENAgHBqTn0pojOKUA5xQIXqOlL0xSY/OnD0OaYMkUgDjpTGNOAGPamsKRJEWAalPI6UuznrS4QZ+agpDduKAuD9aAQV+9SkjA5oAcBkZpM5NKCvvSbsZAX8aAEP0ruvhHd+T40EZbCzQsvPf0rhNxz0FdD4InaDxppbdMzBTj0JoY4O0j6bVs9etKR6GoyMGnKw/CkdQtIelONNoATGKXORxRSHjpQAHI6ClHPUfhTc+9HPrQA4nBHFRyrmKTIB+U9fpTmzjjk02QkQvkY+Q/yoAr4LBlZe1RzXiWz+UY5WG3diNdxxkAY98npU7LIvzDaSeoppVjy4BTg4HXrnP0pgRRTi5tfOEbwo44DrtcduR2qG405LmBIZJJNuQQ0bYbI6HPpWg2wZyvA5+tHmfKCQFH40AcxL4O0S+1Fruezuo7kklpop5It2P8AdIz7elattoOm2jFY7YOQ28GZzMUbp8pcnH4Yq3LJLHIgity4fq24BV+o60Qtc7GEuxWDELsJIIzx19v1oG22OWBVRUVETHACqMAdgPavMdH1KPRtav8AT5jgpOTjPXPpXqQLktz3GPpXjnxH097TxO1xGGVZ18xW6ZPQ/wBKwrK6OjDys7M9IltLPWYF3uevQ8imqJNP1e1QhfKkymR7dK8w8P8Ai+fTisN0TgcZz1r0Cx8X6ZelWZ0DL3btXNF6nVOErWR1owGLYycdaFwAeOO4x1rHh1uzlICXCDHBBP61bj1O3aVYi43N93HeuxVE3qcbozirnKa58NrHU9RN3aStaBzukUdM+1bXhvwhp/hoM9uWmncYaV+o+lb68jjpTsU1GO6IlUm1Z7CDPc5oCjOaXilqjMaeOcV8w/Eq3Nt4/wBTGMBnDD8q+oK+fPjTaeT4yS4C4We3U/iCc/0oJkedZzRn5qRKXvQZWHqcin1CD6U7NDE0Sg04GoQxqQEYpoViXNG4VHuNHWgRJnNIKjHXrSkkjmgB5xSU0qeaUKSBwaAFpM8ZpxjPdqUKB/FQBHmgc1LhPUmgYHKrmgBmMUYP+RUw5GQMUwliOcUBcTb0p+0ew+tNMYK980ie/agB5GCORinAp60xiARSb+2KBEisg4Ck05mA6IMVEJFPtTxhh1oAer+irQXyajI9DQHVfvED60wsSZJ74oZTjOTQmZfkiDux6BBmr8Gjavc4WHTrl2PYRmldCsZm0Z5Jo8vjjk10EXgfxTMT5ehXI/2mAWrafDnxdlQ2mBQe7Ov+NF0Vys5LCg4xzRtwM12sXwr8USSEeVbxD/akz/Kp1+EXiIrlprVeccUuZIOVnBKx3U4sd3Nd/H8JrxWP2rUNoHZEB/nVyD4ZWcUiiZridCectgUuctUzzUIzfcUsfYZrpPCGj6pdeI7GSC0mKJMrPJsOAPrXsHhTw5Y6HLJHBZxKknquWH412SooHyqoPfAFClcuNPqCAgfMcnvSn/OKU0lM0HK1O6io6cpoAWkK04c0EjpQBGetNyST1pxAPejgCgBOinr+HWmscwSZz91uv0p30psn+qk/3D/KgD53Hx38UBcfYNHx/wBcZf8A45QPjx4o4H2DRyo6Awy/z8zNeX0VnzMZ6f8A8L28UZJNlpDA9jDJx6/8tKD8dvE5GDYaPj/rjL/8crzCijmYHp0Xx18URqQ1lpMrFixZ4pc8+4k/D6AU/wD4Xx4pxj7Bo+P+uMn/AMcry6ii7A9TPx78U8Y0/Rhj/pjKf/an4Vi+IfiprPiSKJL2w0xDE2VaGORSB/d5c8e1cNRSeo07G3/wlF6V2mG2I4HKk9PxpF8T3yEsiQKx7hTwfXrWLRU8q7F+2na1zeTxdqSMTiFgRjaykjp9a1tM+J2taXcGaO1sJX27R5qSEL64AcVxdFPlQOtUatc9Pi+O3iiEnbZaSR/dMUpA9MfvKl/4X54o/wCgbov/AH5m/wDjteV0U9iG2z1MfHvxSOun6MTjAJglyP8AyJ/nFH/C+/FBGP7O0b6+TLn/ANGV5ZRTuxHqf/C+/FPfT9GPHeGX/wCOVy/i3x/qnjKS3k1C2soWgBCm3RxnOM53M3pXKUUXYWJ/tcmMYX8q1ruwvdNWAXts8LXFvHcxZGQ8bqGDDrwQeeeuRWFXq1rcjWPgFO17DHJPpF+ltZzlTvRHZWYZJ/2iPpihMmSPPB70v48U3n1oIrQwuSAD1p42+tQKKmXp0pgPBTd3p+Vx0pi/SpMcelAhAy9NtKHx0UUmBn3peM+1PQLXHb2ZeABSLkjBOKYZFXglfzpvnKThQSf9kE0rpC5WTMoDYJyKcAMU6G1v7lx5FlO/0jrZtPBfiG8QMLHywT/y0aldD5WYZPPFJ0HWu5tvhdqkoBubyGHPZVLGtGL4V2yH/SNQncf7KAf1pc1hqMjzdWAXGRzTDIo5LAfjXrkXw20GMAvHPKQOS8nX8hViPwXoFsCU06I4/vEmk59ivZdzxoSqT8pyfxqSGG5lJ2WtxJnuIjXu+meHbDduWxgUDp8lX57FIY/3car/ALqgUvaMagjwWPw/rVzxFptwc+uB/M1ow/D7xFMgbyIYVPeSX/DNeuR2kryg81uW+mt5Zz6UuZsvkijxe1+Gl0ebnU4o8f8APNC388VqW/wzsv8AlrqNzL6hVC/1r0V7HMjDrzV2CxUKCQKVpdxe4jzxfhzo6BdsV056nfIa3LDwFpgwVsIhnuy5NdrFbRgAnmtGCNAowOaaTE5LoYFj4SsocBYYxj0FdJaabBaAbI1BqdAF6DBp+8DqatIy5rjsUhQGonnCjjJqL7Q7HgUxFjywDS4XHQVCJGPWjJ65oAhubSOXBxgg5qsbFdpAP8WavFsgiowrFx9eTSsFxIreONckU4GpSuSUHYVAhyp9RRsa0no0SUhz1FAPNLTNRg9aX3o60nNAh6tTgc9aiPXilDUDHkccU3tShqDzQA3NNkP7mT/cP8qfimSj9zJ/uH+VAHxPRRRWQwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvRr3xBpunfDiy8KaUsc8t2I73Urwbv9aQGWNRk8r8qk/wCyeM815zXsHhz4eWV3pFjeTR3Ehmt45fvELllBPTp1poTVzzP8h9acsbyHCIzn/ZBNe4QeBdLtFUppSs3951JNa0Gjx24Ajs1QDpiMCnzGfIeCQaPqU/8AqrG4f32VoxeENfkxjTpQD3Ne5LYTHOInx/u1IunSk/6l/wDvmjmY+Q8Xh8A67IPmSGMf7T8/lWjB8NtQc/vbuNPouf617DFp0neJv++asLYOP+WTflRdicUeTW3wtDnMt7If9xQK04Phdpyj96Z5D/tP/gK9RhtHX/lm35U57Zt2fLb8qLMV12OAt/hzo8JBFmhPqxJrVh8KWFtjy7WAfRBXUeRKP+WTflS+RIR/qm/KizHcxBpiQxkqqqB2AArV021RoPujP0pLmOUQkCJ/wFW9IglMWCjD6ihRE27CtagdABVaS0z2rZaB/wDnmaha3k/uMfwquUi7MZ7b0HNVJ7YkBB1Y1vtBIOTE35VVtbWWW9BMTBR6ipsWmyxZWCQW6qQc4qC/hVQqYGTW15MmQNhx9Ky54ZJb4/u2+X2ptEXZUgthuUY5FX3IVdvShIZRJny2H4Ur2005xtIA9qB6mUQBdOBVhO9QTW08V/gKSoGTVhIZRklW/KkN3JlK8YP4VYWZgcKBVOGNzJnY2PpVsI3TBpoixIZHIyTQrljzTdj4+6aEVgeVP5UxWHSZxQmBSurEDAP5UKj5+6aaCzJQARSsOKVUbaDtNOKNj7p/KgWpXPBqWP5V5PJprRt/dP5UbHKj5W/KmFmSAZYtnrUC/K7jHerESNjO1vypkq4cH1FJmlNNMZS02lpG4UUUmKYCYopabmgBRTgaaaTmgRJ1qOYHyZP9w/ypQxNJIf3Un+4f5UAfE9FFFZFBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfQvh3xlf2vhbSLdLWzKxWUKAsjZICAc/NRRTQGuPGt+BxaWX/AHw//wAVTG8a35PNpZf98P8A/FUUVSERv42v8H/Q7H/vh/8A4qox431D/nzsf++H/wDiqKKYhreN9Q/59LH/AL4f/wCKpo8b6h/z6WX/AHw//wAVRRTBgfHGo/8APrZf98P/APFUv/Cbahgf6JZf98P/APFUUUCHnxxqGR/olj/3w/8A8VR/wm+oc/6JZf8AfD//ABVFFAxg8b6hk/6JY/8AfD//ABVLH441BScWtl/3w/8A8VRRQhPYd/wnOo5/49bL/vh//iqk/wCE61HH/HpY/wDfD/8AxVFFNkoX/hOdR/59LH/vh/8A4qg+OtRB4tLEfRH/APiqKKkoX/hOdS/59rL/AL5f/wCKo/4TfUOv2Oxz/uP/APFUUU2JDR451Hd/x62X/fD/APxVH/Cc6jj/AI9bL/vh/wD4qiigZBN451FVLC0sQfXY/wD8VUdr451J7aNmtrJiw5JRuf8Ax6iigZKvja/yf9Dsf++H/wDiqaPGt/uH+iWX/fD/APxVFFAib/hN9Q/587H/AL4f/wCKpj+Nb/H/AB52P/fD/wDxVFFMERxeNtQyf9Gs/wDvl/8A4qpx431D/nzsf++H/wDiqKKTEA8c6j/z6WP/AHw//wAVT/8AhOdR/wCfSx/74f8A+KoopAC+OdRz/wAelj/3w/8A8VUn/Cc6jj/j0sf++H/+KoopgInjvUsf8elj/wB8P/8AFVIPHepf8+1l0/uv/wDFUUUmUg/4TrUv+fWy/wC+X/8AiqT/AITrUv8An1sv++X/APiqKKRQ4eOtS/59rL/vl/8A4qk/4TrUv+fay/75f/4qiimIQ+OtS/59rL/vl/8A4qkPjrUv+fay/wC+X/8AiqKKAEHjrUv+fay/75f/AOKpT461LH/HtZf98v8A/FUUUwD/AITrUs/8e1l/3y//AMVSSeOtS8qT/RrL7h/hf0/3qKKAP//Z", "path": "000023.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000024
Men Tshirts
{ "bytes": 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", "path": "000024.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000025
Men Tshirts
{ "bytes": 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", "path": "000025.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000026
Men Tshirts
{ "bytes": 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", "path": "000026.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000027
Men Tshirts
{ "bytes": 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", "path": "000027.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000028
Men Tshirts
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", "path": "000028.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000029
Men Tshirts
{ "bytes": 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"path": "000029.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000030
Men Tshirts
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", "path": "000030.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000031
Men Tshirts
{ "bytes": 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", "path": "000031.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000032
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+1UEODVRQF5TkGkzUcTZP1qTFAATR1paM4oATBpcGkzS0AFFFFJgFFLScUANasDUz5rLAeVB81/oOn6/1rau7q3s4WmuZo4UUZLSOFH61wOsfELwhp0c3na/ZSyvliIHMpB/u/Ln6VSGjxjxfK1z4mum3Et5m1SR1wMfzqk8TXWpRWSQM5PJiXuQO59O9UNY8RWFxqss9uZXjaVnDbeSCc45rHv8AV/tLGSB5UldiXI444wBj6Vn1NnJJGzrJaK48uVwwjbYdvADdMD2pZLNIbQxyxk3DkbcdQPWuW+2zlNhYt84fLcnIq/a3uq3N5bvCsl1NG22FSm/BPOAO9FiedG/deHHtI7FmY5uGBb/ZGcD+Rro9MtWgecynzLdYnT5hwRjnmr0tjrE/h6G71aBIrgABkjZW2oDlThehznIyTz7Yq/aaa+q20YjjMVrne2OWb1+g7DPU02rM0WqNn4YIY0WNQdpTcfY5AH55r2OIDYDXH6BoSaZZpcIo+0thnUdNvZR9BXWRuWQelUlZGNRpvQmztz9Ki35XNK7fIfpUUZzEfamkQSL8wqvLFwTVmIfIKVlySKLgZJDJIHQ4ZTkGt2KQSxK46MM1mywHaTjk1Lp0ygvaknzFG/B9DRLuBo0UUVABRRRQAUhOBmlpCMjFAEJGSaY4+apthHvTGqgIgOSh79KXlhg/eFOIDAUFSQCPvCgCBiRkflQZgyDPripSA4561SvA0MbSqAdvJB9qYF1Tx61HdWdvf27W91BHPE3WORcqfqO9EEpliR9pXcoYq3UZ7Vy3xP1PVNH+H2p3+j3LW93D5ZEqgEqu8BsZ9qTA+ZPiJJaSeP8AWvsMCwW6XJjSNECAbflOAOAMiuTq3e3lxqF7Nd3crS3Ezl5JG6sx6k1UqQCnqAzAEhQT1PapbeCS4uYreJd0krhEHqScD9a+mh8DPDi6XBbrAftXkbZbt5HZvM4+YJkKe/B9utAHjvh/4dDWbVboXl9doWxt0zTJZgfX94+xAfxNdWvwSuJpIWs9M1jywcyC/mt4M/TYXIr6A06wttG02KysbdI4IEAWOJAucD0GBk1o96APGdP+D00CAJovhm1P9+5a4vn/AFKL+ldFbfDS5QASa+lsO66ZpNtbj8yrN+teh5zTT1wKYHHRfDbQwc3c2q3x9LnUJCp/4CpUfpWrY+F9B0sg2Wj2MLD+MQKW/wC+jk/rW0xCjLcfXiq8t1bxDdLPFGPV3A/maYEwJz1Jpx6VFFNHMoeKRJEPRkYMPzFS9qAI+9MkGRTieTTCeKYESvseogdl2y5wGxTpT+pqC4bEgbuKYGnAOKzbyVTqZdj8kEeT9aviYR2xlJ427q5u5lLhhnljuc/yFCAjt1a81FM9XkBP5129ctpUIS9tw33nJb8AK6mpkAUUUVIFe75jCjuarKhq3MAxX2qMADFWnoA1AQQalzUUsyxKSacDkA+tIB+TS5poNKKAOd1vxbpWl28jNqlvDJESWDoWBC9R2H45rzXVvj/pMsKJpqX0Egb95I1sj5H+yC3H416D468Nav4p0D+ztK1o6axYmQhT++GMbCwOQvJz1zXyTrmg33h/WbzS72MfaLR9kpjO5Rxnr9CKQHv2n/tB+HREI7+11LeB/rEhT5j9NwxV0/tC+DQOLfVz/wBuyf8AxdfLtFFwPpa5/aL8ORqfs+lanKewbYn9TXH+I/2gNb1K1e20axTTA3BnZ/MlA9uAB9cV4zW5oOhf25ex2kV0kc7tgR+W7swxnKhRz9KQFPUNW1DVpjNqF9cXUhOd08pf+fSs+vYrL4Nl2PnWmv3AGPmWCK1Rj9ZHJA9yK04/gp/Z0V3qN3bwfZYozIIby8LFMDv5Sjd+YoA8KorU1VYI7pool2PGSrhU2r+HJP51l0DasLXReHwfkLxmSFJhIUDlckY9OvpXO19IfCDwXpep/Dy2vr21R5Z5pSHI5KhtvX6qaAi0nqaWgeIdP1X7FBDbrFJLkGJYwBGAMnj096vaNoKRzNNbM0f71i4BypUH5Bj9a3bTwppWj3LT2MQE7Lt2DnP0HatPT9Oaytlibkli7855NXvuacyS0JrRHUYdR/wGrq4X6GhVAWkcDrQZDZmBQ1HH90j1GaZI+eKSNsKPbinYC3H92nqKZGMKM1IWVFLMwCgZJJ4FSAkm1ULMQqgZJJ4Ari7TX45PFgmRv9Gb9wD6jsfzqPxR4hN2jWdm2IDw7/8APT2+lctGShBz0rnnV1sjsp0Pdbl1PaBS1maLfjUdMhuM/ORtf/eHWtKtjkas7C0UUUCCiiigCvcSCC2llPRELfkK4XTbm6tfmguZFBOShO5ST7H+ldZr8vk6JdHOCy7PzOP61yFr90Vz1pNNWOvDwTi2zprXXI2wt1H5bf315X/EVrxukih42VlPdTmuNPTIqWCeS3+aJ2Q/7JohXf2gnh1vE61vWqty37oj14rJXXriNR5iJKP++T/h+lZWu+Ko49LuVW2lEzoUTDAgM3AOfxreNSL6mDpTXQ6LSbt7vT455E2sxbGOhAJAP4gA/jXl3xj8SXFr4U1fSCLtpJryFPMeELGIWXeNjAc8qVOec+xFep6ZIr6ba4XaREoI9DiqviOz0fVtJfSdaMbW94RGsRbDs2eNg67h7VbMz4jors/Eq6NZaN/Z2muqXMepXHnQvATKI1YrETIe2M/KO5zXGVIHT/DyyGo/ELQbYjIa9jY/8BO7+lfWfinxZpPhDS3v9VuPLTOI41GZJW9FXv8AXoK+MLO8ubC6S6tJ5IJ4+UkjYqy9uCKLu+u76TzLu5muHH8UshY/rQB7PrX7ReoO7JoejW8CA/LJeOZGI/3VIA/M1yN78a/Hl4xC6ytsp/hgt41x+JBP615+iPIwVFLMegUZNbOleFdf1meWDTtIu53jx5mIyAmem4nAH40AbUfxa8dRBgviS6O7ruVG/LK8VQvviF4w1JSt14j1JkPVVnKKfwXAq+fhfr8OPt0+lWJPRZ7+MsfwQsanh+E+vTMPI/0oHvBa3O3/AL7aIL+tAHEvd3MzlpLiZ2PUs5JNdfoPh3xtMqnTdCnkRm4eezQ5/wCBOM4+hruNA+DF20iHUPDk3B+Y3WsoiEeoWOIuPxIr2rRfB+haAyyWGnpHPtwZZJGlf6bnJNMDnfhzp/i+ztJk8SW9jZRqQYYrVEDP679uenGO9egdqbjinDpTArscMajZ+cU9z8xqBuaYDZHBODVSdtwVvSlmYrJgmqsk4GM9MVQE+oXg+zwwIeSMkVUgjDfPIcIvJqqJGmlwvJPU+lTSMzqIY/uD7x9aALWmXHna7E54ByFH4V1lcNp8hj1OB16BwP6V3NRLcAoooqQI5BnFVpX2AnrSaldix06a5Kb/ACxnbnGeaxpdbs7iEMk6Ln+Fzgiqi1ew+VtXJJpjLJjPFacD7kX6VgRTLJ86Mrj1BzWpYS5UqT0q2tBGmKUU1TxTqgB1RvBHIrjaoLDlgoz9afzS0Aebx/BDwV9oee5try7ldmZ3numyzHqTtxzk5rJtP2efC0M5e51DU7hM5Ee9EGPQkLn+VevUZpWA89Pwa8GRtEINDgCrnf50k0hfjjnzBjn2P4Vu+F/BujeE4pBptpGJpGLNOYkD4P8ACCADtHYc/U10tLkUAVmklEcjPDjaxwAdxZfX+fFct4m1W01DTo9Itpi73sipIiD5o4wcvn06YrsiKq3FlFKdwRRIDncFGTTGnY+P/iTpp0vxzqEQUBJitwgA4AcA8fyrj69p/aE0gWmq6JfqABPbvC2PVGB/k4/KvFqT3B7iV9i/COIRfCvQVA6xM35ux/rXx1X2P8JXEnws0AjtAw/J2FIR2O0DoBmkIzTzTSaoBDVeV8CpHYAVRnl+tNICKSUgNj0ot5C8hDexqtMrTI6AlQykZB5zVu4tf7PsxcvIzBFHmHH68VTdgLzTxwwNLK4WNRlmPauL1nW59SJji3R2w6L3b3P+FJqOsnUXESZW2Q8D++fU1WO0rnFcNatd8sTvoULe9LczJFO3J61Uk+U1pyrkEYqjInGK50zqsdP4H1Ly7mSykb5ZRuT/AHh1/Su9rxm2uXsL2KeM4aNgw/CvXrO6jvbOK5iOUlUMK7KUrqx5+Jhyyv3LVFFFanMFFFFAHOeL5NmjqnPzzKD+p/pXOQEBQK6Dxjn7BbY6eeM/98muaiPSuOv8Z6GGX7s0QcgU4dM96ijOVFPP3etZotognIA4rHuLc3l7aQj+K4XP0GT/AEFaszcGmaTF5niCyGOMyN+Sj/GtaSvJEz0gzsoIRFGqjjgUs8RwZ4YoWu0QrE8g+7nGRnqBwCQOuKsFcNilArtPOPlTxXYWGn2Pigarp5/4SAauqRTxcRojDeeBwAQDjvz7V5tX1lrHh221HxB4x025iDpq2kW9wmR0kj8xMj3BCH8a+TTUgFa2j6HqWvXyWel2M13cOcBY1zj6noBweTWTXsf7PWqtbeL7/TWfCXlpuC+rxkEf+OlqANv4aeAPEFve3tprM8ujiJEYiy8rz5OSBmVQ20Db0BB/r6zb+DtGgfzJYZryZuWkvLh5i/1ycH8RW+ABkim7QM47nPXNUAy0s7WzTZaW0Nun92GMIP0Aqw3PXmmrTmoASo+9SUwjnNABSigUUAVZjgmqwkG7GetT3Xy1lyS7GDdxzVIBL6XbMfYYrKmmUkgngdabe3yLMqNIvnSk7ELAE/Sn2sQd1LheOcUwJraNmXgbc/pUtwvlRbVGO1aEaYUYHA9K5zxDrdtpeUYiS4PIiB5/H0FJtJXY0m3ZGrp1s893GsQxtYMT6AV2Ncr4Gv31HQzcShRIZ3VtvTjGP511Paocrg1Z2FooopCMLxTJ5ehzf7ZVf1rzuQeYm0813PjSXZpkSf35f5CuHUZXNc1Z+8d2GXuGesc1tMZLeV4m/wBhsVv6P4luLe7ijvWDxMdrSEYYf41mTIMGqIkeO4jeP76sCv1B4qYVJJ6M0nTjJanskM6SD5TUwqC3y0CF1CvgbgOgPerIFdzPNAfWlBope1SAZzR3oxRmgBCKTFOBo60ANGadn1oxUHnt9qMPkvjZu8zjZ1xjOc5/CgD5i+M2ttc3+m6J9ouZjpwm897pSJDM0hB5xgrtVcY4wa8or68+LPhbTvEHgy7vboOtxpUEt3BJHjcdqElD/snAz9K+fPiDokWhnw+ttBHHbz6RBOCq4ZnYZcsepO4/gMCkBw1fWnwOvBdfCvT4wctbTTRN/wB9lh+jCvkuvfv2dvEUQXU/Dkr4kZxeQA/xcBXH6IfzoA97z601mPYUpNRyEgcGqAhmldR92qEszMelW2jeTq+BVWeREHlx/i1WgI4VMlzGvqwFdAyhlKsAQRgg96yNLj33Rc9EX9TW1US3A838Q6QdJvhJCD9mlOU/2T3FVIW3rXoeqafHqVhLbPjLDKn+63Y15sqva3EkEq7XjYqwNcVaFndHoYerzKz3JpBj3qo6jBPerbsGFVZSVY1znWjOuF44613XgLU/Ps5bCRvniO9P909f1/nXDzsewqxoOonTNYt7jOEDbXH+yeDW1GVpGGIhzQPZKKapDKCDkHkGnV2nlhRRRQBzXjP/AJBlv/13H/oLVy0LZ5rqPGn/ACCYP+u4/wDQWrlrYZUCuOv8Z6GF+A0YuVqRulNiHy09xwazRpIpSj5c1c8PR7tchbH3IpD+eBVSX0rS8MLnVZ2/uW6j8SxraiveMqz9xnUt98UUPxg0tdhwHM+IHFh4n8Pag/EM8kumTH2mUMmf+Bxgf8Cr5F8S6a2keJtT09kK/Z7mSMA+gY4/TFfZHinRm17w3e6fE+y4dA9vJ/cmQho2/BgK+ZPijA2oa1B4jih8sahaRy3MfeKdSY5FP0dCPy9aTA88r0L4KmUfFPSvKUn5Zd/svltk157XSeBvEP8Awi3jLTNXOTFDLiYDvGw2t+hNID7TPSmNUM+oWdtprajNcRx2Sx+aZ2bC7MZzn6V4B4n/AGgdRnlli8OWMNtbg4W5uV8yRh6hfur9DmqA+iF9BzTZ7iG3QvPKkSDq0jBR+Zr411H4keMtVZvtXiK+2t1SKTy1/JcCufmvru6z9ou55c9fMkLZ/M0rgfbh8QaKE3/2vp+wjIb7VHj+dYWqfE3wZpKsbnxBaOy/wQEyt+S18bZpM0XA+m7z9oTwtBKUtrHU7kf31REB/wC+jmqw/aC0y5BW00aRWAzm7ukiX9Mk18/WOiarqcqxafpt3dO3AWGFnJ/IV6Z4a+B2qapFHLqsd9p4b7ySJEmPx3lvzQUAd9pnxct9cuhDKdEtATgb76TcfpmMA/nXSXWr2xtLi4SQSLCpZ9oPYZxyBXOR/A7whpVsZZVvb2VRn9/PgZ+ihc1oahGkmmzWsS7Yo4GjRQeANuAKpbDSued3Go3Gq3RvLg/vGPAHRB2ArotJ1XUowAt5Ljtk7v51y1qv77Z711FhFhRXHKTT0Z3ximrM2J9V1GSEhrybp/C23+Vcpcf6wk8k9Se9dHKuIzz2rnrlcHNZ8zb1NHFLZHqPwxJ/4R2fn/l5b+Qrtq4v4bxbfDBYjBe4c59RgCu0rrjsjzqnxMKKKKog5Hx0cWlp/wBdD/KuNjPGK6nx/KQLKIf7TfyFcjG4281yVviPQw/8MbcNgdazgx84EdQc1cuW+U1Tt1MlyqDkk4FTHc1lsez2UnnWsUnHzoG49xVsVRs4DZwRWzHJjRVz68VdU16DPKHilpoNLmpAWkFJmlzQAYpKKKAFpaTNJn3osBzPxGk8r4beI2J66fKv5qR/WvmX4k6zb6lqGkWdkd1vpul29sH55baGb8i2K+ivizI3/Ct9St4uZrt4bWNR1YvKq4/LNfNfxMt7Kz+IWrWmnrtggdYsdtyooOPxFIDj69A+C1wbf4p6VjpIJYz+MbV5/XffCC1lufihpBjOBCXmc/7Koc/4UAfW27ioZH9KaZMDrUbOO9aJANlkIUgd+9UW64qw53ZJqsaYGrpKYikf1OP8/nWnVTT02WcfqfmP41brN7gJXF+MtM2Ompwr1wkuP0P9PyrtKrXdtHeWktvKMpIpU1Eo8ysXTm4STPL433LUc3PSluYJLG+ltJfvRsV+vvTSd1cElZ2Z68XdXRQmJzmqhOCau3K+lZ5+8aUWVJaHrXhHU/7S0KLc2ZYP3T/h0P5V0NeW+BdTNlrf2ZziK6Gz6MPu/wBR+NepV305c0bnkVock2haKKKsyOY8bHGlQ/8AXcf+gtXM2QJArpPGzZ0+2T1mz+Sn/GsKxjxGK5K/xHoYb+GWh8owaHfI60sgwtU5JcHk1kjVq45/etzwxbmM3ExzmUIRn+7g4rnreN9QvIrSE/NIcEjsO5/Ku4tIFt7qdEGEUIij2C11UF1OXESsuUsyD5aF6Ch+RTUPFdByDu9eDfEqx03TfH/lXpmj0nV7KRLlzGfLtpXYESK3TO9EJHAznJ5Ne1T/ANotewpAIUswpaaUnMhOeFUdB6lj+VeEfELQfEnjnXNRuLG4kvrHSkYyIAUgjcAny4RyZXx1OOWOBxSYHi00flTSRhlcKxUMvRsHqKgrTt9F1S7uza22nXctwH2GNIWLBvQjHBqU+Hdaj1B9PbSL77Yi7mg+zuXC5xnAGce/SkBBcavqV3ax2tzf3M1vEoRInlYooHQAZxWdVtbK6cTlbaUi3/12Iz+75x83pzxzXY+HPBHjFidRstMe1jVC3nXcKjpyNquCSxxxgZPagDFtfBfiW9059Qh0W8+xou8zPHsUj1BbG78M1taH8NptWhSVtSDO3/LCwtJbx1/3mUCMf9919Mad4Q0eOOK5u7X7fesimS4vyZnLAdcPkKfYAYrpFAVQqjCgYAHQU7AfOFj8EL2ULjTbw999/dRW6ke6RiRv/HhXUab8DUhffNe2doW+8ttA0xH/AAKUkfpXs1NosBxGnfCrQ7JMTXWq3YzkpJfSRxn/AIAhArs7W1hsrWK2t02QxKFRck4A9zzUwpDTAo6iN1rIPUGuH25Vl9QRXdXvMLfSuL24mdfQmmNHl8SbdSdfQ11lgPlBrmpx5et3A9JCP1rpLE4QVxTWp6EC5MPkNc7eriukk5TFYF+menpWa3NG7o9a8DRCLwhYcYLBmPvljXSd657wUwbwhpxBz+7I/wDHjXQ967VseZL4mLRRRTJPNvHUxbWljycRwr+ZJNc2GO3itnxWWm8Q3YweGVR9AorGeCRATyPwrhqv3j1aCtBFa4firPhqL7V4gs4uoMq5+gOT/Ks65dgpLCtz4elJPE8RfqFYr9cf/rqqWrJraRZ6vdLtKyD6GhGzU8qB4mU9xVGBjsG7qOK7lqjzC0pDjKkEexp2azLp1t3EyTLbyyHaGf8A1bt2DehPQHr9eBXnr/FeTwx4qm0HxfYtbICGivYhkbSTgsozkf7Q/EZpAeq5pKrafqVjq1pHd6fdQ3VtIMrLC4ZT+I7+1WyKAG5ozTsUYFMBtFOxXP8AibxHB4esN7BZruTIt7YMFMh9STwqD+JjwB7kCgDlPHur2zeJrCO4f/iXeHYzrOoYPBkA228f+8WJOO4r5d1K9l1LU7q/nOZrmVpX+rHJ/nXYeNvFT6m8+l28xlWS5NzqN0FK/a7joMA8iNB8qKfqeTXBVIBXv37P/hiSK01DxLPGQJv9FtiR1UHLsPxAH4GvKPBvhG+8Z69DplmpVPvzzbcrDH3Y/wAgO5r690vS7XRdJtdNso/LtraMRxr7Dufc9TVRAkOaYRmrBX1FN2g98fWruBVkGEqseTVy52ggbs1VQZlA/wBoUAdDENsKD0UVJSDgYpayAKKKKAOD8d2HlzQaig4b93Iffsfyz+VcvE+ehr0zxJBHceHr1ZMYWIuCexHIrym2LFx1xXHiI2dz0sJO8bdie45BFZrr8x4rYkiyhPoM9KzZFG+udM6+gyCV7eaOdDho3DAj1BzXt8EolgjlHR1DD8RmvD3HynivatNBGmWoPURID/3yK7MO9GefjFsy7RRRXQcRy/jKMtbWr9hNj8x/9asq0UBRW34vZV0yEnr564/I1i2rAoK5K3xndQf7skn+4axLzOMDqTWzNyD6Vj3g2tketZ2Nky94RzH4hCtzugfH5iu6KgXDkdwDXDaIwTxDZv0DbkP4qa7sn/SCP9kV10fhOLEfGDdKiU4NTdqhI5rYwFYB0ZW6MCD9DVbTtNtNKSSKzi8pJJDKw3E/MQB39lFWRSgUAKqqrFgoBPUgcmlON24D5sYz3xRR2zQBVis7S2ed4LWCJ533zNHGFMjerY6n3NWBkkZ5prcnFPTrQArIrqVdQwPYjIp9Heg9OaAG009KdTW6UAANB6U0GlzQBUvf9Ua4+QYu39+a66+P7o1ys4/fg+1Uho811VQmu3BA6yH+dbNjINg+nesfXMr4ivEHTzM/mAatWk2xBmuKe53w2RuGTC1m3MZbOBVm2LXBOBxVyWzVYunNZM1R2vw8uPO8Kwx94JHjP55/rXW1518ObsQ3uoac38QEyfyP9K9Frrg7xR51VWmwoooqzM8x8RKT4qu/95f/AEEUCFWiwQDU3iVDH4omP94K36Y/pSw4KV5tb42evR/hoyLuwiKH5AKoaQ39la7bXKnCpIC307/pXQ3CAqcVhzxfOSKdJ2Y6iUlY9mJ+QkelZwBJIxj1pmi3RutCtZs/MYgCfccf0q5tDruFenFnkNWdiCW3WSF4pY0liddro4yGHoRXnXjT4enVrARxwNqVpGD5du8gFzbf9cJG+8v/AEzc/Rh0r0xDxg0pQGhiPkq1s/FHgrWJpfDV9c7oz+8gRSswHYS27cn6gEdwa7vRvj5I6C28Q2c1pcL8purEBhn/AG4n/XBz9K9l1rwzo/iKFYtXsIrnb/q5D8skf+64wy/ga8p8U/AE6hKbrRtdl8zGBDqIL8enmLzj6g/Wk0Buab8V/PwYrrR9YiPRYJ/sVyPrFMdpP0erNz8avC1sstvdNd2F8gx5dxbGQK2OMmMkEfQ14Zqvwe8caUxzosl2gPD2jCUH8Bz+lczceFvEFq5WfRNRjYdmtn/wpAe36l8bh9mb7PrVkpPe10yV3/DzWVc/XNeVeIfGd3rE80kVxeO8v+suLuUPK/oAFAVB6BRxzzzWPbeE/EV4wW30LUpGPQLbP/hXU6T8GPG2qspOlfYoyeZLyQR4/wCA8t+lAHntdX4O8C6141vxBp1vtgUgTXcgIjiHue59hzXtHhf9n7SdPCXHiG7fUpRz9nhBjhB9z95v0+leuWVhaabaR2ljbRW1vGMJFEgVVHsBTsBheDvBmmeCtFXT9Oj3O2GnuHHzzP6n0HoO361vkYqQ0yqQDCDUT1L9046imMy9xTQFGXl6LZd11EP9oUshG4460+wGb2P8TTewG7RRRWQCUUVl61qqaRp7ztgyH5Y1/vNQ3YaTbsjA8YaqP+QZA2WbBmI7Dsv9a521tQAOKhiMlzcNNKxZ3O4k9zWtGoC159afMz1qFP2cbFe4QGIg1h3Khelbt02Ac1z1yWmnEaAszHAA71lFXZtJ2Vy1oWlyaxq8MGD5SnfI3oo6/wCFewgBVAHQVheGNDGj6eA4H2iXDSn09F/Ct7tXo04cqPIr1OeXkOooorQxOV8b5GnWxB4FwMj/AICaxrCTMY5rf8aReZoRfH+rlVv6f1rldMl+UDvXLW+I7sPrCxpynis27XcDWhI2VqlMODWPU3S0E0mTOq6eO/nAGu/kOLvHqteeaXhdbs89BOv867+V/wDTR+VdlDY4sR8RZqJhzUgOaRgTWxzjKUGkxSEY5oAf1pc+lNHSnUAM53U9RzQaaDgnmgCUUdqaDxS0AJ3prU49aaaAI+9LmkNJnAzTsBVvTlCPauXn/wBaPpXSXjExv+Vc5IMyj60wPONcwfFN3/vD/wBBFW7dEZOR+dUdY58QXjg8iUj8sCrdu29cDrXHPdnoQ0SNjTtuGwPpWnKAY8Y7Vm6cmxQOuetab8RGs2WrtlbwzN9k8aWp7Tboj+I4/lXrleKwTG28R6dMD925Tp7nH9a9p7VvRd4nJiVaQtFFFanOcL4zh8rVbS5A4kjKH6g//XqjAfkFdH4ztTNonnqPmt3D/h0P865eykyg5rhrxtO56eGlenbsTTLxWZPFya1n+YHFUZ1+U1nHc1lsdN4Qut2jPb5+aKUj8DyP610MJxlfxrnfCcAGkyuo+dpjn8AK3P3iEN2r04fCjyqnxstlQTQBikVsgEU6mQFGaKSgB3B60v4n86bRnFKwCkfX86TA7CjdRkUAJig0vFFMCInBppNOkGRTAcimgGMfaomfAwRVksAKryMD2poCpMRngYqbTRm84/ummSJiNnPHpU2lqfPduwXFD2A1qKKKzAidlRC7EBVGST2FeZa7qj61qpZCfs8fyxD29fxrf8Za35Uf9m27fvHGZSD0HYfjXK2UPINc9edvdR24Wl9tl60h2r0q25wvHpTU+VPSoZ5dqnNcTO9FHUJ9sZyf1rW8D6P9ouG1S4XKRnbCD3bufwrBtbSbWtYjs4c4Zss3ZV7mvWbO0isbSK2hXbHGoUCurD0/tM48XVsuRFmiiius88KKKKAMvXbf7Vot5EBk+WWH1HI/lXndi+Oe1eqSLvjZfUEV5VbJskeI8FGI/I4rnrrZnZhXujXByvWoJe9Pj4TFMk6GuY60UfNa3mWZB80Z3D6jmu1066N5YW12esiCQ/jya4mZevuCK6fwnKJdAsxnO1Nn5V14d7nJiVszqEOVBpScGooD8mPSpSMiug4wxTStCntT6AIQSDg04HNOIBpAMUAI3Smbvmpz1Bk7jTQFkHNOzUSnipAaQCmmmlpCaAIzTGOBTzUZ5NNAUL47LZz3rCA3SD25rZ1E7oio9RWVgRrIxP3VoA8p1CQvq9y+eszH9TV20OSBnFUdRjMN/Kp6hjmrdicsoriluejHY6axHyCrsn3Kq2IAUVZmOFNZs0Rz2oP5dzHJz8kitx7EGvcUbdGreoBrwjVCXlVB1ZsAfWvdohiFAeyj+Vb0NmcuL3RLRRRW5yFa6t0ubWWCQfJIpU/jXmlvG9rcS20vDxOUP4GvU+1cH4rtPserR3qjEdyuG9nH/wBb+RrCvG8b9jqwk7S5e5EuCtU7lcA1agO9AajkheVwijLMcAeprlR2s3/CG7+zpQwIUykqfXjmugxyRVSytl0+zgtxyEXDH1Pf9avYBFelFWikeVOXNJtESfK+3selSkUxlOPcdKkQ7lpkiClpDxRQAZpaSjNABikwaUGloAbkik3040h5oAaSCKTAHFKVzSbSKAEJUDkVG0iKM4FLMp2Zqoys/fAqkgIriYynHYVb0kfNN+FU3TDYq7pZ/wBcPQiiWwGlWXrWqxaRpsly+C3SNf7zdqvySJFG0kjBUUZZj0AryjxHrj65qmIyRaxHbGvr7/jWM5cquaUqfPKxWSSW+upLiZi7uxZifWtmGJUQe9U7G3CqCRV5mxz6VwSd2erFW0Fkk2jFZN7cFsRpksTgAdzT726CggHmuj8KeHWUpqd8n7w8wxsPuj+8ff0op03Niq1VTjc1PCuhf2TZebMv+lzAGT/ZHZa6Silr0EklZHkSk5O7CiiimIKKKKAE7V5hqMZtvEF5H2EpI/Hn+ten15/4utzBr8dwB8s0YP4jisayvE6MM7TsRR8/SmyDBxS253Rj2FLIuRXId63KMw6VpfD+fzdHK5+5PIv/AI8azrjgLx3qb4bNm1vk/uXcg/WurDbs5sT8J38fDH3qaoR61IDXSzhEYYORTgcig80wfKcdqAJM0lHamn60AI1QH71TGoD96mgJl6U8Go06VJSAWkPSlpDQBG1Rt0JqRqjPemBk3DE5+tUb2PyrE5+85xWr5Q8wliOtZWsyZlSMHgDNUB5l4ihMV+W7OAR+HFR6efmWtbxTBiKKTuGI/A1iWDYkFcdVWZ30ndI7Cz5QetS3BxGaisyTGDTb1yIz9KwZujBk/fazax5HzToPzYV72BgV4Lp6mfxDp47tcx/+hCve+1dFHY48V8SFooorY5RKx9f07+0tJmjUfvVG+M/7Q/zitiik1dWY4tp3R5tpr74ucg1uaRZma+ExX5Y+c+9VIdNaPxDeWicJv3j2U8/1rrLWJIYwqABR0rClSd7vodlWsrWXUU4IINPVscGkZBmjGOldZxEuM1GcxtnsetKrdjT8ZFIBQQRRiohlDx0qUHPNKwCUUvFITQAUZpvNJtPrTAfkUnFMwfWl25oAfxSEgUYxUEj84BoASdyw2r1NVnUqpGanxjmo2UlSxGAKpAVlXJzVzS/uzH/aqsgxAx7+tYWu67JoujusAInuG2q/90Y5P1pSeg4pt2Rn+OfEu5m0mzf5Qf37A9T/AHf8a5fToS7BjWXGWnnJYkknJrprCIIgJrhqSuelSgoqxfjGxAKq3l0I161JczCKMHPWr/hvw6dWlF/fqfsqn93Gf+Wh9T7fzrKMHJ2RpOaguZi+GPDbX8i6jfp+5BzFGw++fU+3869D6CmgBQABgDgAU413QgoqyPMqVHUldi0UUVRmFFFFABRRRQAVyvjW0Mumw3SjmCTk/wCyeP54rqapalai9024tj/y0jKj69v1qZK6aKhLlkmcBZP8g54q244rLsXK5VwQVOCPQ1qZBUVwnqXM+6BHapPh4vl3Osxf3bwn8wDTrtcxj2qDwbL5Hi7U7Y8CeKOdffHyn+lb4d+9YxxK9y56LnilzxS4BFNxXYeeODjvSnnmmbM0AkcGgB2RSfjRRSARjUYAzTzTOM+9MB4p/emr1p1JgLSGlFIR70AMaq7Zyanb61C2aoCHy+cnoK5++O+7kbsDgVs3lwY02g8msaX52YnvTBHNeJoN+msQOVOa4+0bEi16rFp0eozG0lUESwyAA+uOD+deUxKY7ho24ZWIP4VzVlqddB9Dr7Fz5Qov2zER3qCwYmMDHtVm4iypJrkZ2JGZ4djEni3So26faAT+p/pXunavEPCeJPHGn55xIT/46a9v7V1UfhODE/GFFFFanOFFFFAGe1qE1OS54zJEqfkT/iKlj4OKWRszcdBxSjrmqWiC9xzUnFO601hjpQAjDHNKH9aUHIpdooAMg0DFJ5YPTijaR3oAdmjGaQGloANtBFLmikAmPal6UEgc1G0go3ASV+oHWo1jA5NJuJPyjrTwhP3jxVAJ14HQVBO5PyKKmdsDatNiiH3zTQFedfKtQvc1xvjWHfpMLgcrKB+YNdfevucKOgrA8Txb9BkP91lb9amfwMun8aOCsrbDA81to/loOeKz7U7frWvp2mTa1dCCL5Il5lkx90f4159m3ZHqXUVdlrRtFbXrxZJAy2UR+dv75/uj+teiRxpFGscahUUYCgYAFQ2dnDYWsdvAm2OMYA/qferQ5rrhBRVjzatR1HfoOoooqzIKKKKACiiigAooooAKKKKAPN9Yt/sev3UeMLI3mr9G5/nmnxt8o961fGlvh7S8A5BMbfzH9axYSWTrXFUVps9KjLmgh06gxN64rIspfsfjPSp+izB7dj9fmH65rYcgriuf1ndDHFdLw1tMk4/4Cef0Jp0naaHUV4NHranilqtDOsltHKDw6hh+IqQTDoeK77HmEtNbFN3g00j3osA/OaB9KaKUcGgAOKj4z1p5BNN2mmA5akqNcinZpAOzTSwoJ4xSYoAbnOeKhncRoWNTsQBWVqU3ybc9aaAz55TK5P5U2OIucmnwwl+TVh8Qwk0wG6T/AMjBGM8LGwH5V5p4lsv7P8ZX8O3arTF1Hs3I/nXoFlN5WqQzdhKoJ+vH9a5/4nWXk6/Y3yjAmi2MfdT/AIEflWNZaG1F2kZ+nj5cVoXC/uT9KoaaNy1fuT+6PHauFnpFDwGhfxxb5GdqSN9OK9nryH4cR7/GM7nP7uBsfiRXr1ddP4TzcR8YtFFFaGIUhOAT6UtQ3DYiI9aEBXT5mLHqalxxUMZqcdKtghVNKRkU0jmlBpANII6UoY96fSFc0AGTRk0gOOtOoATmjtS0UAJzRupabgUAB5703ap7UHjpSYJoAcABQTgUdBUZG489KAEGCfWnyEJETTlUKKq3L7vlFPcCk+Xck1Q1yPdotyCM/uzWntCmqOsqz6ZOqgljGQB6mnLZlR+JHB6bYXGo3qWtumZGPJ7KPU+1ep6TpcOl2K20XOOWc9Wb1qp4d0SPRrIBlBupADK/v6D2Fbgrnpw5dXua163O7LYWiiitDAKKKKACiiigAooooAKKKKACiiigDG8RWv2rQ7lQMsg8xfqOf8a4m2b5Rz2r0p0V0ZGGVIwR7V5w0Jt5WjPLRuUP4GueutmdmFlo0TOMDNZ+oWyzQPG33XUqfoa0c7l96rzAeWc1h5nWkdF4SvlvdCgikx58C+U4914zW4Yga4vwysa6jLEXKvJ8wweuK7RQy8Mdw9a9GEuaKZ5dSPLJoYYcUBD61MD60hXPSquZjAMCjmggik3EdRQFxd3FKGFM304MtAXHZ5pe1NDLSbxQO4/NIWwKYXFRvMqjrRYVxJZABWVdDzJ0GKsySZ+Y9O1U5JucjrTAmyEUAYFVbgGTAzxSbncnrThA7YzxTAz7wiGEbeocNx7c1P8AEq2+0+Hba7UZMEytn2YY/nio9RQB0TqTWvrdqdR8BzR43P8AZQ4+qgH+lZ1NTSDs0zz/AEo/IMVfuyBESelZ+kkMiHsVFXr4/uTmvPZ6qLHwwizreqTf3Ywn/j3/ANavUq86+Fi5XV5PWZB+hr0WuyHwo8ys7zYUUUVRkFVpfmVifSrNVZWCny8jcRkDPJFNARxDipaSMAKKftzVMAptOCmgg+lIAoDUgoIoAdkGjFMxRk96AH4pMGgGjNABg0vFJkUUALxSGk/Gg9KADGaMAUmTTTnvQASPgcVXYfKTUpGTTXxiqQFYjLYFRXAXeoYZGRkfjVlRmTNVbk5kbFUBv0VFA4kgjcHIZQalrEAooooAKKKKACiiigAooooAKKKKACiiigBoHArhdYiFrrk6kYSUCVfx6/qDXd1zHi20D20N2B80bbGx6H/6/wDOs6ivE2oStP1MAsNuB0qCZgUz+lShcR9enWmNDuGa42enGxj3zSQhZkZ0eNwwZGwQR716BpOqSXEMQnU5dQVc9/r71x88aSIVkUlehq5FqF/baX9ltkt5gB+7aYNkfXBGa6KFVRVpHNiKLnZxO6OcZwaUGsrw/qct9ZKtyqpdIPnVTkfUe1bOB6V1JpnBKLi7MZwaYRipdopNgNO4iBsdxTcBjgGrBi9zTfKI6Yp3EReWR3zRt2jJNSEMo+6TVaXzXO0KwFAiN5CSQMVCzH1qT7PJjAQ0fY3PHA4pgUJWaRtq81JHZHALVfisxGOxPXNPK4/CncZV8pIkJxzUe4BC2Ke6vI20YAzjrVe+3LGEDgA9aQGVM/n3TOeign8hXXWcIl0OCFhgPbhSPqtcukCpBO+M4TGT7mur0vzP7Mt/M+9sH5dv0qZFdDyjTIjFI0X/ADzJX8jiptXbZbMxPbFT2zIdSvyAFAnf8OTWfrLho254FcEtz1oaq50XwofdaaoO/moc/ga9GrzL4VK/maoQf3Y2A/Xn+lem11R+FHmVfjYUUUVRmFed+L7q6fxBF5e9LeCPCzRtgh88j27V37khGIIBwcE15nfSTSXLSRzOWLHdjDfgyn7w9xzW+HXvXMqu1i3beI9Xt1yJ4LlAeFmHOP8AeHP55rRi8f2cRA1KzntfV0/eJ+nP6Vy80tug+aK1D4ySS0Z6+lUjJaSyFHhXbz8wua6XTpy6GSlOJ6hp3iPRdVUtZalbSkdV3gMPqDyK1uGGRyPUV4pci2aAWsCRRosm/C4bJ7kk9T/Krtq9xDFss7y6tsLhdkx49ODxWX1a+qZft0tz14YowPSvJIvEHiW3AC6uzkcHzo1bNSx+PvEluQHisbkc9UKZ/I1LwtToNV4HqxUelN2ivNo/ildwqxu9DUle8VxjP03Cr9j8VNHuoWlksr+JUIDsIw4X64Of0qHRqLdFqpF9TudtG2ubh+IHheaJZP7VjjVjtHmo6c+nIrVg1/SLn/U6pZv7Cdc/zqOWS6FXRe2Gk2t70JNFJ/q5Eb6MDUo596QyHaad2qTFJRcCOmM3oKnxUZ60ARgMexprKT0FTUhx16fWncCHyyOSapyIAx+tOvNWsLNSZ7uJQBkgNk/kOa5u48ZWMhkWzjkmK/xONq/41WqV2C1fKtzrdJZm02LeMEFh+RNaFZuh3LXmi2dw4AaSIMQo45rSNZA9xaKKKACiiigAooooAKKKKACs+71nS9OnhhvtStLWac4ijnnVGkP+yCefwr5Q/wCF2/EP/oYf/JK3/wDjdUl+LHjZdQuL8a0PtVxEsMkptICSiliFHycDLt09aAPsDUb630rTbrULl9lvbRNNK3oqjJ/QVR0zUdSuIHn1PTVsE2eaiJOZnC4yQ4CABvZS319flC++LnjnUrCaxu9b8y2mTZIn2SBdy+mQgNMtfit4ysriee11SGGa4cvO8dhbqZWJzliI/mPXr60AfVmn+IheWN7qM+n39paQTFIfNtpPNnjCr84i27xliwAxkhc98DI1fxBPceFYZ30iW3ur+WRIre5fyvKRN7ebKxH7seXHuIwSMheTXzdbfF/x3aNcNBrpU3Evmyk2sB3NgDPKccKOBxVaT4n+MptIm0p9aY2U6uskYgiBYOSzfMFzySe/ehq407O57zJeXKx2MUENvdXt3M8KJDcHylKAs5ZyoKqoGTlc8jAORV1rhLTTZby+kt40hDec0UhdFKjJGSAehHUA8j1FfONn8QfFFhbW1vbansjtvMMf+jxFgXBDksVyxOTyST+QpiePfE0cfljUyU+1fbCGgjbdLx8xyvP3V4PHyjjisXSR0RxDW59AzXd8thphbTCmoak22CzkmClR85zI2PlwiFmGDjpyavW6ypArS+QWyVbyJC6hh1GSAe46gdfSvncfEjxb5sEp1cmSAyNGxgiODJu3nlec726+vFLH8SvF0QlCatgSymZ/9GiOX2qufu+iLx7Z60nR00KjitdT6N+0ywuCrsvGCVOD+dTNd6uIy9nrMoOMhZ0SRf5A/rXza3xM8Xv97V8/9u0X/wARSD4k+LgpUaucHqPs8X/xNChNbMHWpvdHpUnxy8SaTql1YX+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": "000032.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000033
Men Tshirts
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", "path": "000033.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000034
Men Tshirts
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", "path": "000034.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000035
Men Tshirts
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Dkj1X069Kqy3izXA2RbmzjfKd5/LoKtWs5guNT0nd+7iYrHn+42Rj8DimiLyNBimAAeeQtu74BwK+ZqzqSk3N3PYhCMVZI14FcRrvxnHOBip+BUFrOJrWOQ9WHP1pzncMVwssWS4RRxzVd7/Gdq9Pen+Ru60G3Qfw9aQFGS7uJjtjTn1q/o0NxFPJPOww0eFXHuOanjtBt7AVEbwf21HCh+URMoH5H+lXFt6IDTLjNRswKmjqM031qeojzvU5GtvEE00RIcYyvqv9elbdjfLdQHy8BwQ7J3Prg8+tZPiGDGtZA6p1/Gq1tHPDIJYcqynII9a+mwuKg6apVdjiq0XfmjudTDcq6luQAcZ9PqO341IJ8njp2xUUd9aPaRS3oeCVwczx5xkYzn8/p1rTtdMjmiWVHRkYBlcnaGBJ6gDr09OKirlMZrmosUcTy6TRDFIxb1qyG45qyulsrFVjkAHJ6Ee/NKbKTO1VYnGfun6fzrzqmW4iL+E3jiKb6lQStG2UdgfY1bi1W7jcMtzKCP8AaNUCuwmPcrOoy+P8/wCcUg56VhNYiho7r7zROMzoY9dvpFG65YY9OKfZ+Jbi3PmzkvbtLsAPJwOp/OufDkAKvVuBU98Ujjjt1/gXA+veinja8ZKTk3YUqUWrWPSYZo7iFJomDRuNysO4qSuU8I6sHRtPlYBl+aLPcdxXV19fh60a1NTj1POnFxdmFFFFbEhRRRQAUUUUAFFFFABRRRQBS1bUrbR9KutSu3229tGZHPsO31PT8a+afEpMmsSvjG5iSPTJzXrvxrjnn8Dx20DEedexq4B+8ME4Ptx+leSa0hl1EbVzuAOfwqJPUmWwlm5jjAGalMKytuly3oGp0cfkptOA1COSwU0kZFHUYzNcSjcQpOVUngcelY1zdOsRtXjTCoI8gntXWz2yXSpg7HTo2M8ViahoqrKWV3fPc10+0jyiMa0y19FtGeoPsMda3YkC9uaqWdmLbewUszHqR0HpVsFgfuGsJvmYyw5V4mUjtVCwBdZrfODG+VHtUxlI6giqVvcfZ9VDuMRyHDH0FRYSNacmBAw7VoxtvslZuuKydWJR0jBznpU99cmC3jto+XIAwpoY7EVzcmR/IiHPerVvaCNMtjcetMsbNYIy8mDM1WycDFIQ4NjpT4MtKM1EOasW4AlHNAEzxlPmFU5ZPPnRNzAkFSwPQY/+tTtWuGiREQ4DHk0y0eGK3d3Iyy4oENjhgxmTdISO5JxTvKiAwkQX3ximNfxKDhhn1qP7fE3V+tAyK7UGYlfzogcrjJ4pWngY5zmlTZJ93igCcuCMUJgMCRVZpJVcrkYqxFGxbJagRqLhUyenWuevGM97jPBNbl5KIbU59KwrZTNcbzxjnmgZoIoRAqjgUYHU0pG0c0Ag0AN3dsYpGGcU/AqSGBriZIY13O5CqPU0ATaLbzXGoiKIZLrz6ADua7bTbCS0i8gS7E3+dK/cgc4Hp0qzoWnNpulxwuE83JZyo7ntnvim67dC306VU+/J8nHvXzeYY51peyh8K/E9XDYfkXNLc5dS0l3PqBAAYsXPpk5X9RWhegjRokB4TL/RSxI/SmRWZfQLmPGGkUlfwHFPjIutAkkXhpRgD+6FAAH6VxN3R1j9Im32bR55RuPoavgVg6HLiYp/fXn8K25JFjGScVhONpNASFgKgM2+YKOlUZ7wtJtToO4NW9Phdn8xh9M1LVkBcvrj7PbDnBxWJpgebU1mP8Ocn6jFTazOWm8sHgU+wjMVsG7scmrXuxuBvqMrUbggUiS8D3ptxKfL4FZiOQ8RAi9hl7nKmqqnavvjpWprMfmWjP3QhqzgAcEfWu+D91Ekdx4ht9PRI9SvDEhX93DFCZGIz17AD8au6Xrvhi+KpbagY5m/glBiYnn14PX1rg/E2mapNqk9xJp12sCgLG/lEqUHfPvnNc0y8ZUhhX0FDCQlTXLNp+RxTm+bVH0BGLq3IFvfkKOQrp05z1BH+TUrX2oQjzH1GIFAP4Wz+HJ9fQ14ppPizVdJCxJO01sODDKc4H+yeorqLfxbo926/aru7t92MhodwH4gn88Vz1aeOov3ZcyHH2Mt1Y7ga3MIJ3lC3SKPncR7iPU4GM/l61SsdQtbp0S2uREeBscfLj2zirWbSfRNtjOht3XPnIcgjuayDb6Y8cgWOaUnguCV3HpgYrJZk37teNyvq63gzp7Uqbm5uP3Zgt22JtYtl+5z0xVJ5WuLgnJ5NWjbRabpcVlEoTb8zjOSWPXmq9uBu5I9q8fETjUqOUFZHTBNRsyxETbSLOrbWjO4H6V6HpWtWmrQI8T7ZSAWibhh/iK8y1FmaOO2iPzzttz6KOpqx5j2skbRMUdSCrA8iunBY6WGdt0yKtFTPV6K5zQ/EYuyLe8KrNj5ZOgb6+9dHX1NGtCtHmg9DgnBxdmFFFFakhRRRQAUUUUAFFFFAHGfE5VbwmCylgtwhwOp69K8OlTULm4eZ3igDHhR8xA9K998e6dPqPhiRbcbnhkWXYP4gOD/ADz+FeFXFhN9o2vIqnPZTWctyJklhZ4ZpJp2lYevAFPuHt4ZMmRAewzz+VWbXS7VUBYyyN3DSHH5CrsdvFCT5USJnqVUVJmYvnXD48i2cj+8/wAg/WmXlvdKqtLLEmf4VBJ/XFac6F5jg4we1VtSSRo4yA2M9TQBnLZymMEXK8/9M/8A69L9kmCc3APt5f8A9ersIVIhvdFA/vOBUM93aIQPtlvk9vMFNCKZtXkUnzwfUbP/AK9Y13GY7iIZzl8GttLy0GQLy356fvKyb5kklQxOj4cfcOaAL2q8SxnOSAP5Vb0uJHj+0yDdKTjPpiqepMHeM4x8oq/ZHyrNEA560hsszbB95sfSod0HeRh+NKyK7ZfmlMVuiGSQqiDqzU7Ak27IQJEwBjnP41II3Ugq2SKaIYpYhJAyvH6r2+tOXcpHJI9KQNNOzIb+bfbOsqgMPukVDZw/abbEmSAcfhU93CZlBTkjqKNPdVYwnhs5xQAhsrZD0b8acLS3IyEq9JCsiHA5qikmyUqeKBDhYwEfdIpy26JnaP1qUHjNJnrQBDLCCm4A7hzU1j80gz2oOcVLaRkOW7UAN1kf6OpqhZgCIHoc1d1dwIVBPPpVG2y0fHSgZeMfmREg1WjOXxV625jJPSs2Nv8ASmA9TQIukjbiuo8M6QUiXUp8hjkQqR0H96qOg6Kbsm7uEJt0Pyg9GP8AgK7WMpIFB+VVHPsK8bMcbZOjT3e53YXD3fPLYddXlrp1kLi8uobeID78rhQfz61x+teMNAuTFaQagJJTKuGEbBD7biMVzV69z448WkQPHEpRhbecTtSNB6Duev41k+NfCsvhyC0lk1CK4adyuxI2UrxnOSeaijl9CNozl77Wx0SryveK0PS0uw8I2rjAxiq2lMwS5s2BxGxYewNZ/hK8/tTToJnPzFPn/wB5Tg/41evbo6ZqibVXFymzJ7EGvLlTcJyp9jpTurlESf2fqBJHRiQPY1b89rx92fk61Hqlvh0Z/vHPINNsDtJj/vdKTta4FuGJTJ8oFbkY2RYxjAqnb24jUZGSepqxqEnkWTEHk8CuSUuaVhmFKDcX2M5y2K2VjAQDHAqtp1oEQ3Ev3j90egq3HIJE3DpVyd9AHxN+6x6HFO3UyFdu8evIqVQDUAVLuASxn5QcjmuaWAwz+UxAGeD7V2bRZXise/sA6FkHzDmtqc7aCNYZ8nAJHy4GK5q58MaRqsksN5Zos45WeH5H/McH8RWvpNx5toI3P7yPgg9cdqkWNE1a3aVikMkipIw6gE4zWtCpUjO0HZkSUbXZ5jrHw41K2DvpzJfRdQOEkH4Hg/garaJ8MfFmuSARaXJaxd5rz90o/Pk/gK+nbXRrCx5jt1aT+/J8zfrU9wZ/KBtxGZNyj96Tjbn5unfGce9fZYZVVD967s8ucot+6eeeEfhPa6FZzx6jfSXRnZWeOL5F47Z6nr7Vo6nottp+sRTW6RxWkduNkCjADgnn8ufrXYzTLDEzucKB19a43WLreks0hALdFJ/QV5mbSpqHKl7zOjC8zd+hyuq3DtcDDHB5pkbPlR0zVa7m82YEfdXpVqBTOUVOGlO0f7I7n8q+deiO8v2cXmFrphx9yL2UdT+JpkjGW6wOgq/KRFbkIMKq4Ue1ULVM5djyTWV76jLYX5c1saRr8unyGO5Ly25GAM8p7isVp0B2j5jQxYDJGK1w+IqUJc0GROCkrM9NtbqG8gWaBw6HuP61NXltvd3NpN5ltM8bf7J4P1FdjofiRL3bb3hCXPZgMK3+Br6fCZnTre7LSRw1KDjqtjoaKKK9MwCiiigAooooARhuRl9QRXh3ifQrvSdUIuAdrkmN1RmDDPsK9yoyfWk1cTSe54DaQXNxF5lrpuo3Sg4PkWj9fqQKux6P4ouiy2fha6GOj3cixj8q9xyT3NFTyIEkjw1/APxAuCWCabakj/lnIMj8earyfB3xbdjddanbOxH8UzHH6V71XO+KvGNh4UhhNyjyzTE7Io+pA6mnyo0gnJ2itT571XwLeaLqiadqcavO7FlZGyGXAIx+tYGtWa2+olY0AA4AAxXqviTxr4f8RyW18LK7hvYCNrgghgM8Efia87vwl3eGYK23PcjNRsW8HXb0iZ+m2yy3ARo85GRmuktrWK2O8xxqR3xWdbyJbOH8kMQCOX/+tU8mpu6kLHCoPtk/rQ2hxy6u3sPmaOe63hdwHtmpllKv+9ZIU/2jk/kKzWuHcYaVseg4H6VA0m08cUro6qeVP7cvuNabUoU4hiLH+/J0/L/Gsi8upJAzO5Y7SOajd3NV7hm2H6UuY7oYalRj7qLuk3si2UEsTkOo2NjuK6C3vIboKDiKb+6fut9D2rkNDfdaTJ/dfNaobB9aL2YpYWniKab37nQsjRthlwagmh3fMvDeoqpbX0kbokjloSwDBudo9R6V6hH8LrqWNXGpW5RlDKQp6HpVJX2PExOEnQlZnB2ExZtrnkfrVfV4xDKJVH1rqvEfhaDwdHa3V/dtKs8hRRBHnBAzzmuZvtX0a4hKBb4n18tR/M0mrbkQwtWavFaDYHEsSsD9akY46Vmw6zp1uhQQ3hHr8n+NTLrWmv2ul+qKf5GkV9Trfyl1QXOKtJiFfmOKoW+p6e86rHdctwBIhX9elSXs6SJtjlVjnB2sDTMZ0ZwdpIpXjm6uQF55wKtxIFAGOlQQRFV3EEZNWMkMO9BBaK7YGHTis7TbaS91NbdPvu20e3vWnNgwsR6VoeDNOKm41J17mKL/ANmP9PzrDE1lRpOb6GlKDnJROsRI7WGOCHhI12j6VJHEXDZbaGUjP1GP61EFyefxp5niJEZcZPGBXxrnJy5up7dklZHPxxeGvBMMUqxSbiTCboqZZJDjJAHQD6V578QPEtn4ivrX7CJxFArBvOTacnHbJ7Zr0XxZ4cvtft9Ng002yRwvI0nnPt5YKAeBz0NeQTaYLHxKNO1Q/IJQsjQvnIPQg+nSvocvjTmvaylefU4qzknypaHpHgS3MOiWuRhvK3H/AIExNW/FcR+z20w6q5B/Ef8A1q0dGjiisF2ADnaQO2OAPyqPxDGJtLOP+Wbhq8edXmxDl3OtKySKrSi/0+C5A5CgMSe460mmxGS+iXtuyfoKp6NJtaWyckB/mT6961NIUrqBB6hTSqaJ2GjVmJ+2wRDhScnHen3sXn7EY/IDkiotQyrwOvVWzVnO4A+tcYyG5YJbN24wKrae26zX1yc/nU18pNs2PTpVXSSPs7KRyGqlsBdYlSGAztOcetTDAbg5XqPpUbYxxTrfO1kY8DlST+YpAWo2DUkkasOmDUDXMFuP3txDGP8AbkAoOpwSR5tUku27eSvy/wDfRwP51ooS7CKMlpJbzi4txub+JAPvCrEiJd2/ByGGQaiuIpr3KXDbYz1ihYgH6t1P6CmWdm1i5COTAR9w84NUpKOt9Qauj0Xw9fNqGiwSS/65AYpf95eM/iMH8aS5vEsL25ZmkbeiFY92VzyCfboM1zWh6jLp321kj3QzBXUk8Bxwf0x+VR6pqMkVqZ7hgZioLY7t6V9DPNoqilDWVjgWGfPrsR6nrry3G15CW7gHAX6VzWqak0gKA8nrg1SDtJIXJO5jkmnC0aWTnp3rxJSlKXNN3Z2xikrIrocmt3RI9yyTk5x8iew71TaxRFSNMmWU7Vz2Hc1uWltHawLHGOB1J6k1hVnoWQ6pJstCB1biqccjtEgX0pdYkxIkXtk1JZx7YVY9TzWa0iBLaW+G3P1FTXWfl2jIpyHjFSso8vOM4qU9R2KQjI6kVIqZqlG7T3jHPA7VeAlJwij61V7MLHSaJ4ga3Zba9cmI8LIeSvsfautBDKCCCDyCK8vkjkwIwytK35Adyfaul8LavGkC2UkhZASI5HPWvostzFy/dVX6M4q9H7UTrKKKK984wooooAKKKKACiiigBGIVSx4AGa+aPHPiCXX/ABXc3G8mCBjFCOwUHr+Jr3Hx/rH9i+Dr64BxLIvlR/7zcV82KhPJOTUTfQ9PLaV5ObFkYhg6fdPJHoacH3CnBPk2kg5qEIVcjk46Vie1YczHvzSbdzdKfg4560bSOeBQAwrgUm3jmpGIAOTUJlGQEXJoJuhxUbenNV7hRsOWAGKc7SM2Mlf0qKeLMYGc8dfegzm9Crojj7TcRqeCK219K57Sv3eoFfWt5Cd5571UicI3yWZMeQRX0P8ADzV/7Y8GWTs2ZrcfZ5PqvT9MV87k4PFel/B7WPs+r3mkythLpRJECf416/mP5VVJ2ZhmVLno3W6Nf41caHpZ7/amH/jleMSAfZVm86LezshhBO9cAEMR6HP6V7N8bR/xT2mE5AF22SBk/cP9a8NEwwPMX606u5lgH+5Q1jtPXg1YuLqe+kWWeTzHVFjBIA+VRgDj2pDEjROcA5xtOcbf8c0+ztJZ7ad442ZYRukZR9xc4yfbJrI7bEKxsDuJzxnAPT61JErS5wu4hSx+g6mlspYvtAW7R5IVb94sbbWK98Hsaik+VGyOh4zyaB2LVteGzkWUbiufmUHhhWzaana3vEb7HzjY55/A9655raf+zPtfkS/Z9/l+dtOzd6Z9ar3C+XZLyMvhlKnPX+VNM4sRhadXXZnottaS3ypBCuXbj6e5rq/Mh021itIFykSbRjv6n8TXNeGfEFiBLZwxSxSSBQjTOGZsDkZ+uTW0iPMxZuMnrXgZtXlKap2sl+Jy4fDuldy3GtPdXjhEyoz1rC8WX954eawisbiSK4mDyyS7QflGAFGQR1OTXaWsATGB9TVLxP4dh8Q2UMTTmCaB98cgXdweGUj0PH5V5+CrUoV06q901qqTjaO5geHfHdnFpEo1zVG+3b2K7oMKFx8vKjHWvOpJhrHjYSxkMkl0u0joVXHP6E10Wu+A7+ys3lgu4bkA42BCjN7DORWd4Q0mVbltRnjZAgKRBhjJ6E/h0r34/VqcZ1aT3OVKpJqMz0vS0P2Mk5wXJFN1EhofLY/KeozUEEt3JbKkKqqKMVEbC8m5bH4mvmvtXZ3FAKyOJF++hypxW9YkPepOowHQ5+tNs9MAgvkmIZlZQpHOPlz/AFqXSFXyGA5KsRmqqy0sI0ZU3gZANVjMY79IT0ZOBVzcAwUnmsmSQtraexx+lc6VwNVlDDFZFvm2v5IsfKwzWwMmqtzFmQOBzjBNOL6ASkbhkUwwQyLtljVx6NVXTrjfA6EnejY/CroBND0ArrYWkTho7WBW9RGM1eyFQsTwoJ+lQt8p5FMuJSICiD5pCEHtRzSe7An06JLq4WN2YLsaRioySFGcD3NW7uyg88CKWQwFeVI+cH0z0x71yd54nj05ytjbi5mXpM5IROxwByT71kP4q1+6lJF1FCvpHCOPzzXfGjzUuWyT7kWfNc7HX9Vh0TRJp0Vd0YAjQ9Gb0rh18bTakyx6tDHBk5E8ROz/AIEDyPr0qtqP9o635a3t40wiyVBUD+VRx6SzqcrjsOOtdFGnSpw5Z6tjZ0MfEi4IIPcHINbNrGFBZuFHJPoK5nTIZ4Y1gERZIx8pXkgfSuhSZbq3hhRs+acScEEKOv8AhXHVVnpsMt2qmXddOMNIfkBH3U7VoR/dqIduMeg9qlUgCuKTuykYGo5m1Tyx6ha1Vj2IFHYYqhagTa67nkAMf6VpTMIsZBOaufRAMDhW5qykiycAjPpWew3HPr1qa1VPMJ6OBUDKxUW+rMM4WTkVfDhVLdgMmq9/AWUSL99cEVNasJnVMcIAz/XsP6/hVAFyjx2jZ/1suN5HYelR2LbIwBwRUuozrbwF2PzHoKo6dI0pIHY81WyuJnrlFFFfoB4wUUUUAFFFZGteJNK0GEvfXSI+PliBy7fhQNRcnZGvWB4h8Y6P4aAF/cDzWGViT5mP+FeS+K/ibq2pT7NOkewtMHbsb5nB4yTXn01xLdys80jSOerOcmoc0j0KWXyes9D0P4jfEDTPE9jZafYRzribzGaVcDocCvPC3NQXCwt6ocggLk7T7VMji4hEg6n7w9COtZOVz1KFJUlyIFc0+VDLH8jEOOnNViwU4NWIpFJ9xSNk0yqqzNnMpznHy/8A16kMPrIx/GrMiDcWA6+lREHqaBcthiIBksM/Wpd+PugD6CtXTvDepapzBCVUgMrOCA49QQDmk1bw1qWjQJPdIhhd9m9DnDYzg+nFVyvexCqQva5kFQ2T3qFlO3NWCnHXn0qPcFyGzjB6VJUloZkJUX0O2MKQcM2fvc1sjiUisWJcvBJ/tnNbrDFxj1FNk4ZaMfjFX9F1CTStastQQkG3mDH6d/0zVIDApSMrgULRnROClFx7nsPxkdJvCemToco12rKfUFDivFoRAlzE88PnRLIrSRZxvUHkZ7ZFek+KNQ/tP4Q6FKxzJFciFj7qrD+WK83yPlGGzj5iT39vbpV1NzzsFC0HF92UXcwyybImEJYlVJzhc8D8qs2l4FR1R2Teu1wGxuHofXpT2jVgQenrVadUMjSFQD1O0BR+QrM6uWwkqhbtW3gbgQf9r2pJBuhIPUrTr+1msp/InCiVNrEKwbqARyPY0KCRtHJ3YA9c9P50CGR3Mr6Y1uJX8ksGaPcdpYdDjpmoJ1Lywxg4xyTVh7O4097mzuojFPC4DxkglT17VChzqQAb5VTJpmT2NBZGSQMjEMpGCOMV6P4b1+LU41t5mC3Sj6B/ce/tXm1pcWkV/E95E09sG/exo20sMHofyNRwXMkEiSROyspyrA8j0rkxeFhXhyvfuVOKnoe9xDCbjxT9ua5PwjrseuwiC6uZ1u4x90SYDj1HFdimn2+dz+Y+OfnlJr5OtQlSm4TOV6bmRqsBmSOMgqoYsx9fSqa2VvtwIU9zjmr2pJCsuI1KH1RsVVjS625UJKue/wAp/wAKcb2smSCII1AAwo6AU4zhQenHrSyCQL89tKABklQGH6GsW+lJB8t9wAJwO1OMLsRo21+iwXcmeHn2j8FApkeoR24YQoS7nIAFZunwmS2ikY/uycn3NdDBboAGCruPfFOrZMaE0+KRka5uAQxyQvoKpWimfUZZ+yk4rWun8m1ZlHOMVQ01SISx6uc1ino2M0EPNKy7wRSKOamA4zUJ2YHOWZMOpPHzhsjmt2PHWsGVvL1gEZGJORW4nFbTS3QhJj0FVJV81CjdD/X/AOtmrcvUVE6hAp5JPWoGim9la7gTbRE/7tUTotvNOSAYx6LWuec5p0MWXOPStFVklZMGZ6aHaQxhi0pPc7hVL7OHnMcAJHbNaupz+WnlqeTUemwbUMx6twPpVKpK12INOtZIJmZ1wNuOe9aWwM4OBn1pMmnIDtJ71jKTk7gIXHmE/hTzIAhJ7CqV1cwWcXm3M8cEeQu6Rgoyeg+tOmfy7SQ5ycYFWqT0Yr6kGkKGupnxxtwD9TVy7XJBz0qLS1225Y/xHI+lV9TnYS7BwOpqbXkUTxEdKkljZQJYgdyckDuO9Q2do7Krux55ArTjXbwRUPewFS4kDRI4Pylc5qzYQ/Z7MF+Hb53+pqraxpK5tTzslbH+5nI/nina1dSKq2NphrucHA7Ivdm9h/8AWq4xcnyoZhXk1xrOqGC2GUTqT91R6mt21ghtIRDDlsfeY9WPrVW0S3061+zQPvJOZJD1dvX/AOtVpXENuznqelXUa+FbCPUaKKK++PGCsnW/Eml+H7fzdRukjJ+7GOWb6CuL8e/ExNHmbS9HeOS9A/ey9Vj9h715DLq01213NqA+2T3CbVllY7ojkHcv5YxUSlY7sPgZVFzS0R3PiP4t6jfu9to8Ys4Onmnlz/hXAT3F3db7uUTzAuFe4fLDcRnBPrVPcAhJIVc8n1pPtM7QPCkjiB2DNGD8pI6HHrWbk2evTowpK0ENlfe+B+NTFbQWUPliUXe9/OLEbCnG3b79c1Cq8HLbTj5eM5Of04oIXPzPUmmrEYxjjvUUEjQ3RBJ8iTAOf4T2NTgLtIGcNjPvip7a2+1ytAHhjzG7ZlbapCjOM+p7UCkr6kNxDnkDFUi5ietCBzLDsY/OnBz3HY1XuYARx1oHJXV0WoZFkQc0k+RhAnLdDWbBM8JxnjNaCXCyrhuaBqSlp1Nuy8YaxZ2EFnb3EaW9uNke6JWOM56mqd/q+o6rITd3c0q53YLfKD6gdBVJokSIsH2qOzdqB90Fc89QfSqcmQqUE7pai4CDrk/zqvcEJF5m7dkcjGMH0qR8rKPQ9TVe4wzqm4dNxHr7VI5bFS2TMJz/AASZ/WtlyfPT6VQstiiWGTI3k89KvyZQx7uo4PvQVRSjHUmxx14oHBHp3rU0fw5rGuuF0/T5pVzzIw2oPqTXpGh/CG2i2za5dm4fr9ngyqD6t1NWoNkV8bRpLV6nCLeRv8OL6zm374b+OW3wOMsCCD+RrljXtPxV061sPAFvbWNvHBDHeJtRBgdGrxCOXDFXC5xjBGevf60TVnYxwlVVE5pWuy/JNFJZ28S2ypNEzl5geZASCAR7c1nTLhjU4JzwCfTAyTRncpXJwSDjt0qDrtpYpZ2jBUe2BUwmBYpGvySqoIfBIZffHGealW2MsFzIJIk8iMPtZsF/mxhfU85qoOpPccj8P8mgza6DbVQ8twjvsXeN0jAkICQNx9qg2rHfXAWVJUQlFlXOHGeoz61JdEwTXG1iElQHAOM89D61Wt8nczZxyxpnO3Z2HzyxwjLZJ7KOv41Wh1Xy5VMlujRqwO3nn2PqKZcQvKcnnNUpYZIDhlODVJI5qtSondbHT6fqRjlS5tJiskbblK8Ffwr1/wAPeOdP1KxCX1xHbXaAB1bIDe4/zxXzzHJJbSeZG5BHoa7LwxqSXuq2KGDzJxJholP+tz9ePauLG4SFWF5dBxrKorS3PYHKXEplR1dD0KHIP41NG+MKBgVyWoRQ2Tk2pubG4B+4+VB/HkGq8HinVLdgJY4LlR/fQqfzH+FfO/Vm/hZNzt7hsRHnFczqhXa844kQfK3r7e9PTxfa3MYW4tpYG7kfOv6c/pVXUZop4ofIdXSR+GXnpzRCjOD94Ex9sTFEiZJVccV1UGCFI6Y4rnLBAz/MOgzXR2y5AI6AcCuau9S0V9XciBY1P3jzUlvHsgUHjiqt+fM1GJARheTVtyWUAHArK2gMXeWYBauD5Y/wqpAgznHNW3OImPtUbsLHK3LeZqZxyd4roFNYEYzqq/79bw4FdFToIVlywqaO1+13IhDKpb5dzdFABYn34HSmRDdKvGeacshjnEkbMrBg6lTyCKVJwU05q6FK9rInudPS18t0kMySgsGZdpyOCMfjUAURRvJjAqWa6kuHMkzlnxjPt7VR1W48qy2rwXq67pyqN01ZChzW94xsNfXp9CefYVtxxhUCjoOKq6Za+RB5jj535OewqxJdLGDt5NZSd9EUSbMHmnj9KorHe3J3GQRp2GOoqdLeQHDSEjvSSA5PW/E5tNfltntIpbS2iBW58gSyWtw33ZAjHa2OwPr7VJqXim3168tLd7hLm6t5kaFrWEwPwCriQHh85U/L0w2OK5fV7DUhfzTX1nc+Y05cy4JTywOAMVJ4UiS58QadGzmUKXuCijHlv7+vQfnX18FThhGlZpJ7en+Z5jcnV+Z6lFGIoVT+6KxLjM97jBOWAren+SJm9qw7RTJeqewJY18hF6NnqG4nAGKkYfuyznoKbHwMmqmr3PkWLY6twKzSuxlaC+i07T7nUJcDJJBP91e/55qnDFdDTorx5YYJ7webP9ofa2D91QT2Axx71X125hsraOJ0SVlRdkbjK8fxMO4z0Hc+wrjbwyXsrXF1M8krHJaQ5NetQoxcNepDZ6NaQQEfLLFLJjJ2SBv5GppY3Z1LELCnU5715ZFEqPvVpY8ciVDtZT+Fbdj4hv7I+TeTNeW79GJw+Pr3+hpVMErXgwufRteV/FHxvfaVdLomnnyS8YaaYH5sHsPSvVK+bPiPqQ1Dx1qQDbhAwhUD0A/xzX18nZHHgqcZ1fe2OTlcG5jnlLurSjfhsEg9eT3qw+AhJHSojNbpp90JbNpp8KYZBJtEWDkkr/FkUiS8Da2VABXjqKwPdi1doAc87j0IwO4p0MfnzxwmVIVdwvmP91MnqfYVJeXhvbyW5W0jt1kOfLhXCDjsO3rUXOAxHDcj37GgroOltljmkjLrIY3K71OVbB6j2NS2kq2t3FN5EUwjbd5coyj+xFRbgox09KaX8xsIp6Dqc896CrCs47KAMngdqUQuGZXG1gcEHtTlRV+aTgc4yOtRyTM3yxA5xQKwk0qWxWUZLLww9V7irUqCSMFTkEAgjuKhnsYImwlwLlDGrFwpXDEcqQfQ8VTs7tbAyWt0zCMfNEwGfwoIU+V+9syRoRuwRUcrQ2u7LfMATtB5qG41CW4JFpEQO7tVY6bPvJnPzg5POc96ZlOq27QQS3s8u2RuEXkL2H1pY9Tlc5BIJ7rWkLRZYAAnBBBGcce9VE0h4mZ5JVCgYyBnimmjNwqppotG8jmtg4J3IQDnv70kRCu0rgliM57ACqs0CQQ/ukbDHBkfjP0FXoow+OTwMcHFSbRu3qTRRRTyIZWdAcFgF5/D/wCvWzo1nZXXjTQFS2cxPeIhaaTcxX3AwKwLi8h08YkO6YjhAf5+lLZamk1lKksIa4MivFOGIMQGcqAPXiqTtqTV5Zrk6n1vDbLbxCOAFVHQACkhhkiDh5ZJdzlgXA+UH+EYHQV8qC/usZ+1XHr/AK1v8akXU7wYC3lxx281v8a19qjznlk39o9u+Lw/4oteMEXceM/Q14Zfx2zyI9okqDyk3iRs/vMfMR7E1K95dXEZWa5mdQRhGdmH15OPT86jzkcis5y5nc9HC4Z0YcjZDZ3strOksUjRTxNuR1PKmnhfl3bgc5zxyKilhD46AjPQYPJ701Y54IhI0beSXKCTHBYDJH1wRUG+z1FkXkjg4JGQcj8KhjJR+nDDaeOxqcyo6bc7Se9On+ySTA28bRRhFBQvvJYD5jn0J5xQD1ZQ1MYtecZT5M+o7GqkGV8zcDyowD3Gavaj+8tlUBtpOAD0464/OqNkVN4Q5wm0n6YOaa2OSovfNOC0jhj3y53YySe1Z9032uUpEg8sdWYZzVpTJfOzYK24OPrUsduEXAXig1cOdcq2MKS0ZVYEfOoz/vCq9vNLZ3Mc8LlJEIZGHbFb93CojLKT5qHKjHX1FY93CMb0+6RvA9PWqTvozgrUeR3R6/BqQ13Q7a7fnzk2uPRhwabpuhG5c5cpGpG49yPauP8AAOrZEulSkYJ8yLPr3FeraUB9hHHc5PrXzGNjLDzcV8hxaauZMnhy3yRHdSLz92RVcf0NNj0OSEhjIjhfu7V29evHrXQsiseVBpXjwnIJX9RXB9ZqNWbKsjJtLeVLkbkO09x0roIlEcRY8cVUjIQZBDL6irExZrVivXHFYSfM7jMuBWuLuSU9M4rQwMYqBDHZ2QZ/TJ9zVaKWW9kLDKxj2ptaAakH3sVNcELCR7U22iES+5rP1C9c3Igi/HFRFagZ0S+VqfzgZOSK2FbNZl/EYRHIT85PatKAYhBPBxk5rWQiaPIOfTJP5YFMPA60iShlOD1PA9hx/jQelILBkEY7nioNREXmq8zZ2/dSpASJFYfw81nNE11dkEk80ATrPLdfIg471chs0QBpME+/SpIoEt4vQAdayrq7l1Cb7PbnbGPvMKSV2BcOqQmUogLAdx0qZblZEyOtQ21lHCgUDJ9TS3BWABVAyaegMY3myErgAH3pbO1iS93iNA5HJVQDTWkKqOxNXrGLA3t1PNJya0GrEeqSbLfaOpqlpkXDOe5wKfqUnmS7FOas2yCGFQew5pPSNhk5OWVB1NZuurGQpmz5USmRwD2Hb6k4FaFsfNlZzWT4gfNpeDb2iX6AsT/SnRXvoDj72Wa+uJJpjukdtzY6D2HsKqGF2bABz9K17aJSCxHtVtI1it3nIAVSFX3Jr01UtoS0cveRMI1iXIJZQWHqTVlT512LZwAWcKpPPJ71sx+Hymq6Y1w5ZJ/MndD13KBgH86RIEHjKJdoAE+QB7KTW7qJpJdiT32WQRQvI3ARSx/CvkjXLlpNXnv2PMszswHdSa+nfGV6+n+D9UuY+HWBgPqeP618xS+Y1q67jiQDevZsHIr6SoyMvp3UpAwXYCiAkkMHBOcY6Y6YqWy02a7ZlsoHlMUbSvGvOEHUiqtgwWPyC3zAnapHOOvX86nVpYZN8TsjYIyrEHB+lZHrx1V1uTiCWa3mlhid0hQPIyjhFJxk+2apZVgQeD/Op1cqCFJGRtIBIBHofUUrxI837vKxFgMyHJUepwP5UFWYscVo1mxYTfaTIuw5Hl+XjnPfOaaziMfKMntSQgglWH3amODkAA8YyR93ntQNLQjM11c28NtJL/o8LMyJ/dLdaesaxJuAHXGc96dGjyyiOJHkc5wiLknAyePpUeVPzfl9KASSBjnqetRSQxSY3ICR3POau20do6XAuZniZYi0G1ch5M8KfQEZ5quSi9fyoB2ejK4iA5CkAHGccZpSo5AGKsfap2tWtEY/Z2kErR9iwGAfyqLyThm3INozhmwTzjA9TzQSok6xxRLGsM5mDRqz5QrsfuvPXHrTZFzlnK4x34AojYbsHuKWcAZZuQBwO1BaVkZrMJ7tcNvCDrjikvb0afH5cYzcN0H9wetJ5pj3yjGfuoO2agtrHzJvNlcySE55HemjjnzP3Y7shgsjI4mud0jMcsCTzWnbWkcIGetXpYbZPL+zmRlMal/MUAq+PmA9vQ0wHaQRwVII/Chs0pUFBXG7BjIY4Ixweo9PpU9parc3cUHmxQ+YceZM2FXgnk/hinXNw97dzXUiorzOXZUXaoJ9BULAqBuBGQCAR1B6Gkb9ByYK56VPFJDGs4lgEpeIrG27HlvkEN7+mPeqquCR6Z5qUgbjgnGeCeuKBvUaD85zgCiaMsu0s2zdv254zjGceuOKeCVbKnBHFLsaaaG3i2+ZI21dzhVH1J6UDZSMMYBJOMYwMdaYdqj5QPwqZI2k5P8AOrUUpto51VImE0JiYuucAkHI9DxQQ11MeYnzGU/88yQPxrPtADe+W3Q7lq9e7zMkgP3chvdT1rNLeRfpI33dwaqRw1Xaep0Cp5YVV4XOad90e+aTcpGc5HanBgWDA1J3RtYi2DBZuvr6VkvH+6OcFQ2R67WJGK0r5isGxfvSHHFVZ4GUzKcAAfjwOKaOavG5nabctpupwXC8GKQE/TvX0HpW19LglQ/LIu8fQ1873CfvifUZr3vwi5k8J6aWOT5IGfxrx87guSMzhgrXRrjFPLcY70xhjmkVua+bLFCLyduCeuO9PZhHDhaVRuYDtUZCmZ8OTtGCKaKMOR57268tcnJwB6VuQWy20IQHIXqfWqUEYttQDHG2TIz6GtOYboGAJpyd7IBkl3HHC53DIHFZNifMvGlYZApdgmLJ0IOKt29qsCnnk9adrIRLPEk7xueic4xVG5vHlmFrapucnk1fcjyyM8kYFM020WGEMB++Od7evNJO24CwxIiRoVzsULkjk/5OakMaYO0bT9aknwiFgMms6W5uMgJEAf7xp7gWZoWETADkng+1PsrdI25wXPeqbzXRGc5ppluQvyL83TOKBDtXu2bEETH3xUttara2ig8ueWPvUFnZuZfOnPzdga0LhMQk+lDelkMWBi0ZbNMeIPIGYZI6UkEh+zAjjk1Pbxs2WJJAqdhGde/LNEgPLHpWnv8AKt/fGKypG8zVt4HyJxVyWVnXCAfjTY0iBIR5zSuc+g7U+aXI2qePaoxDPJy7AL6CpPK2c1LYy7ZIFhLE9axXkXUdZ1rTOBtt4cH0Y7iP1ArdhXbbj3FchYuI/iBrabvmktoWH4df5104SKanJ9F+qFLQpQ52KuMN3Hoa07CAX11GsgzBByF7FqZrNsbaSW+hXMcpwwA/1bnqfoetWdCcKJIjjnDA+taTfu3QXLl0pfWtLwed02T7bP8A9VYUSeZ4ujkHKm4bBHoFIrfdwNTjYnmKCWT/ANBFZGjRtJqyyH/lmrOfqen8zTjO0bvsJI7j4sXhtfA80YODcSpH+Gcn+VeF3M1vLb2whtFgdIgkpDkiVs/fwehxXsHxomUaFp0DlwslySSgBPCnsfrXjQU+WNw5xX2NTc1y6C9nfzMtwUkDDPXAIrudN8DaleW6SXIgtBOuUMjFmU57qvGfYmuLnJjlVmLFFcPtB64I6e+K7YeINT07R5kspF8pZPPMzjcCj4xjPAOTyOuOnQ1jJvoXWnOMuWHUqah4J1fT7i3idrR0nYokwl2ruAyA2fu5AOPWuajLCQkjocEZr2iznsvGXhNo5AgWdPLlHXypBzn8Dg/Q15Fd2Mun3M9lcLsuIXKPj19R/OlCTejLw1aU24y3RSeOVJwfMzAzD647irly1uLqb7IZDb7j5Xm43bffHeot4eR0eNFRiMKvAHHbNLNZTW4iaRCiTJvibs4zjIqzq2Y6KaSCVZYZWSRc4ZGwR26/jUfAXA7UwtJxkA4AXgYqXawt4522bJGZRhwWBXrkdR1oGNMbEkFgQO4705Y1VlYgNjnDjIP4UeYMdammkt3MXkRNHtiCyb33bn7sPQH0oAaiqqAKOegHrS3drJb3MlvcRNFPG2HRuoNRkqcilLFmLsxJPUk5JoGNt2t4rpHu4XmhAbdHG+1jwcEH2ODUV00hsyVYE7eTUkq5TIIPGTweD6VWmYtZyL0wKCJaJsfdrHdXO+1Qpb8NGpXBVcAf4896lEYVeGIOfugdsdc/0qXTLOW4jSKMpvMZI3ttGAuep70g+ZFfoCM0BCKQ0YCkEnNIcEAY55yc9akieECZZIFmLxlEJYgxtnhh6/SozEw6MABQVrcUcKT059KYwDNU0c11HaT2qTYgnKtIn94r0NRrG5OAR0J5IHSgF5kjQRLa28kc4eV9/mxbSDHg8c98jmgplOGxnihT8mRTl5GMZoCKtoLezxSTvLFbpbo2MRISVXgA4z7jNVxEZDudSBjOGHUH+lXJ7OWGC3mmiKxXClomP8QBwf1qPdnG4scDAyc4A6CgEuwzgLhRwKikb723OBn73XHvVqWAxwW8wmibzgx2K2WjIOMMO2etVHXcMY68UBe6KjqHyGGQeorNmtlKSpKzK8a5jwuQ3I6+nHf1Fbt5czXs5muGDSFVTIUKMKMDgewqtLa+fGAGUuBkEc9exppnLVpc6Mi11BoVEUmWj6D1Wtu3lR03RsGUjGR2/wAKyI7B7sTtHsVoELuHcLkA4wPU89O9QxGWB98bFWHcU9zGlUlDR7Gs2Jr0ZHypyabcz8OAc+Z27iooJxISOEkY856H/PpSyI2cgDKnJBOMen4UjVy0M2RDLOVUEn7or3zw3avZ+HrC3kGHSFdw9zzXmng3QDc3q3kyh1Q5jUjhmz1+letKxAAI5rwM4xClakumpyvclcblqHG081YTmiSEMOOteDcQsRCxPIegFUbYlt0n985p1zOYrBoz/rGbAp8KeVEqHsKpDGXEPmx4HUcj61btWE1tlhzjB+tR4zU9rEERwD1NSxmNa5F5KnpWiKoKPL1ph2ZTV1id1WwF2B+DVyKNbeAknPfmqyEDkijZLeNgkpGOvvUNgR3LtPCzIenpWXbzGRpEdyQDxntWrqUsdnZsqgAkYArAsVaS52g8MDuNbQV43EzQ+3wxnaTmg6nbqMgMT6YqSPT4Y8naGPvU6wRj+Bc/SpuBCL9X+6p/GpJJjJHtHQ1IYULcoMU1oh/DSAZETsSP3rVVAkGOnFUrW3JkyR0o1G+WBdi0rNvQCtPPFE5A60xbqM9D+lU7aBruUyyE7M8e9aa28YGNtNqwxyTIF680xnaQgDpmpFjQD7op6ASTIoXAzk1nIC4BshA6YFcCSYviLcbT88lsCo/vYHI/LNd9MSqHnrXn2qSG38bwXuzMUIVXPoGGM/hmu3BauSfVEyZ0DTXTSfJC6gj04Ipsdt5comiXy3ByYyflYd8Ht9K24HjWIAnI7H2rL1jUIoV8mAK08uQo7D1J9AKiHNJ8qC6M/ULoWovLt8gGFYYgerMzZI/ICpdOja2sXV8C5cgSf7JIzt/AfzrIk1q2xBa21gLyRJN8byDJMn94V6D4V8LXjIl3qsENurMZBANzSEk5JYk8V6MMFOtHlijKVVQ1ZifGi4RhpNoHG8M8hXvjgZryzJwDgHBzyODzXoHxhXZ4osnPR7XA/BjXnuV2tkMX42EHgeuR3r6We56GAilRRHqssd5ey3MdtHbLI2fKiHyr64/Hmqlxc3UmnW9k9xutotzRRKw+QknJI9fTNWJRLICsMTSMAWIRcnA5J+gFVEX9y0p5IGQPWoNpxjc9N8FeJrRNCs7ecw2c6y/ZliXgTkY+b68jk+tS+LvDemxiXWgLpA+4z+U275m+4+D0Abgj3rFm8LSXHhq2is7uW4njAuYmZljiUPjcB+Bzkn+HpXfWMLT6DHaanItz50RjmkjB2njB688DnPtWDdndHmcyhJSi+p4tcLlVboRShg0YRgWH8qleVIJCQ6uI24dlBDYOAcHrms95mYBY1Kr7da3PYutx+9lkKoS4HPuB3pweNjnGCeCaYYk+0u8StFAx+RJX3MB6EjrUkcMbSxq0qojMNz4J2AnBJHt1oFq1cesSNnqScYOePenGKMH7vJpuBFM6K4kRXIDjgMAeD+NWY7lrZndY4pA8bRsJV3DDDGR6EdjQUttCLoqrk7Qcge5qWO1eW2uJo/L224VpAzgNgnHA789aphpHIVccnAyf60eVI+C7Y4oB7aEhYcjIpHkSTT2sxbx797SCcffIK42H24zTRbovJw3BHJPB9afFDmZRHl2JwFUZJPoKCZK+5JbEm0gJU8xqeR17VE7EnYOmalhBWFomLERsVHPRc5A9upqWW1MVvbTCSFhMG+RW+dCpxhh2z1FBadkrkMaKhY89TjPXFOR8OrxthlOQRg4NRuCoJ7dKmN0bpoy6RIYoliHlrt3BehPqfegeqdiJULOsaDLEhVHqTwBS3EEltPJBNGUljYo6MOVI7UP97r+Xaq8srvIQGLuTkljkk/Wgh7nTeDdLtdV1tEu32wRKXbKBlY9NpyR15x9KteJdB0/R/Km0y6ae1PylnYMS3ODkcYwKx/Dl5Hp+omS4cpG8TKeCRngjI+orQ1HWbO502azjSRyZMxsRgKN2R79yKxlKanZLQ5pKr7ZOOxhNJu4GdvbIzj6elRtnqBwvLH05xUozuVVUs7EAKoySfQVCFMkmWXGD0I5FbHWtNEOVDyajcDGADnPXPGMdMfWr0KQuZFmuBABGzqxXduYDheOmfWqLHIHrQLyISrbCwVioIBYDgE+pqWIZ70xp5Ut3gWVhDIyu6Z4ZhnBP0yafAMKPrjH9aCUm2ZWuLHbXEFxEXbzox54ZcASA849RjFDQmVkEas7OMpgZ3e3Hf3rR1C2W5tdrDp0rMsJ57CYQvI8LDPkzqcFcjBGfQ/1qjiqQdOp5MZGgyc1f07T5dVvVjUFkX73sKhgtprq5Szij/wBILBcdsev0r1TQvDy2dokYIBbmSTuxrixmLjh4X6kSl0Ra0OxSAJsGFT07nFbUgxzRDEkCKiDAFSSAMMV8lUqupNyl1MrWI0erAbIqqo21PDhlJB4FZ9Roo3G2WYY+8jZFW/lkXng1TJ33jsg+Tpx61ajXHWqYyPzDC+1+h6Gr9vlYyfWqc6K8eM8021uGCeQ+d3Y+opWAqHL6tu9M5rQKArVZkCzFwOTVtPniJqmIjV0Bwxq/CP3eazrWLzJ+exrSmPlwsRxxWb1dhnMa3N5l5szwvarOl24jt/NI+Z/5Vkzs1xeOQOS2BXRRDair6DFdE/diokjqUADk0HCrkmqoeS5conCVmBMZssVQZ96mSLkbqI4Y4Vyx/GqV3qm1vLgBLetLcdi9c3kVnCTkZxgDNYkEMt/P50vEf8/anxWE1w3mXTHk8LWqkSxRhVGAKpaAMVAi4AAA7CkJpJJR0UmmruY0mBIORU9ov7xm7KKjA2rVmKMpaEnq2TWbGQTzFs4HAFZGjeHLnxHrF3Idot4ZTkvypYDgVqxAyttGMk4Ar0SxtI7GzitolCqi84HU9z+de7lGEjVblLZHLiKjgrI8u1XTtT8MaVjUP36oxVbmIcPnpkdj2rKsNCu9bLJZuHuZR++cqdsY/u56DFe2SwxzxNFNGskbDDKwyCKSGCG2iEUEUcUY6KihR+Qr1/7Npe0clouxz/WJWsc74c8E6X4eVJViE96B808nOD/sjtXTUUV6EYRirRRg227s8H+MUtwPF1sHPyCDEY9u9chewwQ3RS1uhdQ7VZZAu3kjJBHtXo/xv0weXp2qKQCj+U3vmvLkbKcVnPc9/LpXpLXYguLma3kDW8rxOVKlkbBwRgj6EUsISOFAy5THIDbe3HP1xVWc75VyAMZBIzyc9/5VekFsNJimW7BuWkZHt/LPyrjhg3fNQdd9dTc0TxRDFaQaXdWsshX91HNHKq5BPCsGGAAT17Cq2q+IdUe/ltJZjawRs0ZgtpDtH1Yffz61hQwnbucbfrUxQBv3QyR/F2qVFGUcPHm5kh4SSeEI0EKqkhdJNvznIxgn09qRY1DHG9jtOGXGAe34frUqBWUBzkqMccZ9yPWpDgDtVHUoFdUCnkAt61MMPwKrXMyW65cHJ6KOprFu2vrtgDlYeyRngfXvTSuY1qypqyV2bsnydcexBqMlpThRtX0zn9aqabaNEjIxOfvEdl+vvWqqqvApFwk5K7VhBGYkTKsu8BlLLjcPUe1DDKk0953kWJHkdliTZGGOdq5zge2TTWBKg5XrjGeaC0tNR1xFbpcOtq8kkAPyNIu1iMdx+dRxTy2F7DdWztFNGwZHHY04DI60SoHXBVeFA+Udfc+9Act0ICZHaRtzFgWY5AyepP8AOkL9dsZz6k021V0+SRWCMC0ZYYDDOMj15q0giM0YlcpFuAdwMlVzyQPpQCatcrEO8RDYycYI7f40jkQMOnNTyeWk8ixy+bErkJJjG9c8HHag3Mtuk3lbR50Rhfcob5TjOPQ8daA6XRFM5MY5JC5wP7uaWCzb7Gl9viKNKYtgb5wQM5I9Pf2qFWaRSijJwT+AqWFNiZIwTQKzbEfhSAcE9DUsvklwbdJFTYuRI2Tux83PpnpVeQjIIPOcYx0HrmpwPlxQOwkTSx3CTRO0ckbB0ZTgqR0Ip8kjPI0jsWdyWYnuSetNVsYGAMADgdf/AK9OeJ4445HjYJICY2IwHAODj15oHotRrggsuRkHBwcj86ibC4yN3sScfpUgJ2HHUU7UktYrlksp2ng2qRI6bTkjkY9jmgTetipBbz3kpigiaWQIzkD+6oyT+VSQfd9u1RwA8sGKkDGQcHB4qVGHmBchRnGT0FBKvuW0jtJIds5mMhmQbUOFMZ+9z1DZxXX3fw10wxBPtt3wOQ21+e/UVxa5wD3r1i21AXOj2t0DlpIgT9eh/WvNzKvVpRi6btqceKg7qRzljollpBWG1j3SkBXlb7zY6D2rp4U2IoPYVkWqmW9Vie+a28V87XqSqO8ndnMLSqoPPek6mgN84UVz2AZMpEbHpgUy3YjTGI65NS3THaFXuKFhEdjs7k5qkBFEmxAKfQzLnAIGKFwTwc0MY9LePbuOSx96hmh3OpHBB61cRTjmqF/c+ScKQDSV27CLB2lcMKcXVYSo4OOKxRNdyMDzjsKsIl2x+YcfWqaQI0LEbZfeptVk8uyc5xxTLOBov3jn8Kqa9cKLcRqfmapgryGzG06Lzb1PQZY/hXQLgHmsjRELTTNjgIBn8a0nk2zAdjWtR3kSF4SYwi9TVm1hWKEcduTUGwySqPerF1KIbY+p4FQBn3MzTSlFOFBp9naIrF9vPqajt03cnqa0kxBAXPpQ3bQaI5Ckf3jzVRpjcNhAdoqN2e5c84BNWYowi4AoAakZA5qZRjincbaQUmCHqnmMFHep7r5YNq8dqLZMAufoKjvSUjJqVqxsh0tXk1qyRTz5ynHrjmvTK4DwdEZ9bMu0lYYyxPbJ4H9a7+vsMop8lC/dnm4l3mFFFFeqc4UUUUAcj8SNBbX/AAjcRRBPNh/eqW9q+d7KS3E8SXjSpblgJXhALKvcgHqa+sriFbi3khf7rqVP418p+L/D154U8RXFnKN1u7F4mxgbTyOazqLqehga3I3Fmcybrh/KLNGGO1mGCV9SO3FXRCYDsZG83A+UjGMjINUbeZZB14PpWjDjbgdKyPcpWeoqK4VtzH5htIHQj09+lSbcjPHShisa7nYKB1LHAFZNzrSAmO1Tzm6bjwPw9aaRc6sKavJlyVhF+8JCgdzVOfVgOIVI/wBtv6CmR2rahaia4kbzWGfYDtSwaYIZA7HLA5GeefpQYynUnrHYqC4mnl/doWY/xvVqPSHlffNckHGflHH0q95aopfA4yeBirt3bzadMbe6Ty5VVTtDA8EZByPai4o0Vf33qQwxxwxKigAD9aUt94ADnHUc8enpTIbqMXETywmeJXBeINt3rnkZ7UkhaSV2ijMURYlFY5KrngE98UjdaaFi3tprhykETSuqNIVXsqjJP4UwtwCOQaI4Sh3OWyOMcgilwGkAJCr0yQSB+FA15kqG3+yz+cJftPyeQUxt6/MG/DpULN82ByTTUzJ1qQkJkADJGDx79vSgaQy5knmhgj81itvkRKx4UE5IHsTTA+QC2ATnjOcY/lUsccszN5UbOQpZgoyQo6n6CmFdxycc0CSSFAyKbIdyn5cD0JzU6JAtmzGdvtPnbfJ2/Ls2/ez65qCcjaR+FAJ3TK8BBk7HmtO2tXu5HjjeNWWJ5P3jbQdozge57VSNzLd3CSTMGZI1jBAA+VRgVZcDb8w6jIz0IoEk2ioTnHHBq6jQCykRoWa4Z1KShuFUZ3DHvx+VU+GkXJIXPJAyfyqfcRGM9cdqB2u9QyAck4pDJLMkcbSOYo87FJ4XJycelMQF9w/hOAcgH349KtxQSzbxBE0nloZH2jO1R1JoG7dSFVwOCCScYzz0649KqXPPFTs+2UHPUUjtatbYxMbvzRjGCnl45992aBSYqfLCWwOeTgUXVtPZXXkXMTRS7VfafRhkH8jTxwgUjBxyKiZmlmDO7M3AyxycDgCgmz0J7doftES3LOsBcCRk+8Fzzj3rr/Dd6smlXFruJ8hyULdSjHj/AD71xbjCA8HjPBzWt4fuvL1JE/hmHln69v1rlxlL2lFoyrw5o3O90pFLO+ORxWl3qppaYtCT1ZjVvPNfHzfvHAAxScB80p4FNXnk0mIlxuOapalcOJYreM/MRk1oRgYrLjIudamc8iIYBpwCxLHan+Jvyq2ipGp7etMeZEOM5IqvOTOMI/A6ina4wutTWNSseWc8CqENrNdSCaY4HpVmC3iD5PLe9XQPyp3tsIYqKvSpo13sAKiPJxVq3XaC3c9KzkMj1C6S0jAzjIrmrq4NzJuJzV3WpC84QnpT7GwQRJJKuWI3YPauiCUI3EWdJgMNmWYYaQ7vw7U2dwbhQDyKmmvYo0wDk+gqtZKFja6l+85+XPpWXmxGnCAq7249zVC/l82QYPyA0rySXfypkIOtE9uPJxnkdDQMltowSvoaTVJj+7gXjPWpbUgbSewqrMA+pbm7j5aXUB8EO1anxjrSMSF4pvlO3JNArDyR+NKg3MMU1Y8VYgUA5744qWxlpAFTFUdRYCE1aJYnrgVWnhFy6W4YbpGC59MnFXRi5TSQpOyN7wNYyQabNeSZH2l/kX/ZXjP4811VRwQJbW8cEYASNQij2FSV97RpqnTUF0PJnLmk2FFFFakhRRRQAVg+KvCen+LNMa0vUAfH7uUD5kNb1FA07Hyb4u8H6l4J1TyZwZLVzmKYdCP6Gsp9WWFQsWHlIzz0X619Z6/oFj4i0ySxvoldGHykjlT6ivHb/wCAtyJmlstSjY84WRcAj0rJxO+ji5RVrnjrSXF5dxNdSM0bnbz0FaVvaJA0r7QCFLcduOK9LX4R+JrO0uUjj0yfzYjHhxlh7qSOD71xGoWFxp1xc6de20ttciPlZepOOSD6Z6VLudlCVOUnrdkdouy2THPAqa8u0kjt4oraNHhjKNImcynOct79qZZndarnHKjr26HIqQx8sV9MnjOB61J6fLomyt5Vwyq7fIjZAbscdf50ixxDl5C7VK8ag5YljUkYt/sszMzpchl8pFQFWXndk9iOMUCegxSvy+XGQMAEk9+/4UpZuctj2pu8jqpP0qd9QMljBZvs8uB3dDsw2W65PccUBqMEjZLMWbPJJ5Jp9zG8TRBmjfzIllBjfdgHsfQ+opgcMhKnKg4J7DNCgDpgDvigofEdmzKbkDAsucbhnkZp83lGaV4UMcTOSkZbcVXsM98VGG4GGJ65BHA9MUjZbjt0OKB21uPikeMs0TshKspKHBIPBFNAJbHC54G44H507IcknG4+gA/lRcRSwLH5sTx+YgkTcMblPQj2oFsRg5XPTNRzHCkH7xxg56f41Zg8tpIxKzLEWG9lGSFzyQPXFVbsRi7kSKQyRK5CORgsueDjtxQKT6BaRswdwjFUI3NjgZ6Z+tWieDx+VFvJLFbSRJI6xzACRAeGAORn8aGB2EjPHU44GaCo6LUiWHy2QGSOTdGsmYzkLn+E+471IJFSeJnjEqK4ZoycBxnlTj1qC3xlh71OFG8YznvxQCWg47N7mNNiMxKr12gngZ9qTznjDFHZdylSVOMg9R9KTIY47VXuXMkoQuPnb5mI4Gep4oB2SGLmeQkFuBxgflU+1YuFQlvXFTS262UssCTRzCNyolj+6/uKktpIolm8+ASl4SqEtjy2JGGHrjFAul0VwCEO4jk56U1oJhB9pEb+QJPLMmPl3Yzj64qQtx0/Oo5Hfy/LDt5e7dszxuxjOPXFAS8hytuTmnkwwPbtBM7sYw8m5NuyTJyo9R0596jiI2HkZBAxnk5pJPvA4otfQTjc9dsNr6fA6HKugcfjzU+Kx/C1wZ/D1uCeY8xn8Dx+hrZr4vEQ5Kso9meU9HYa27Hy03djiQY9xUlITxWIh0bgRnD5x3qhaxG2LljlnbJI71YNsjLkEqfY0wQmMZMhppWGS7UbkgGhYVUggVEgJNWR8o5oEQND8xdevpSwzCQbcEMOoNWwoK9KzbkeTeK/Y0AWup4q2hwmewFV1G4jmrLgLGSewrN7jOZ1Rt942Ku20D3VrG80jAEYwO9Zl6xa4c/rW3G5FvGoGAFH8q6Z6JIQC0hQ8IPxqTfCi4JXHpVdleQ8k4oW1AGSST71mIl+1QjI3gfhSmQMMg5HqKW2tkUliob0z2qw4iAAIC+2MVLGNgQbd2eKrOwuL9BCnyQghm9SaS9vVggWOJc5/lVH+0p0j8u3tmVj/ERTjG+ozWlmhh/1jqPaoTqduB8pzWdb6dJM3nXjEse2eavJY26nKxgfWhpIQ+K7WXO5doPQ1NHcQpkGQZ+tC2sbcFcj0pw0y0zuMWce9TuMBIWGQ4dfUGrOl24udWtkUE/vAx+g5qL7PAn+rQJ7Cug8KWnzXF4cEH92h/U/0rvy2h7XERXbUwry5YNnTd6KKK+1PMCiiigAooooAKKKKACiiigArlPHPg+38V6M6KipfxAtbzY5B9D7GuropNXHGTi7o+UVtnsriWzlgaGSE7HjY5IYDB/DP86nhmlt5vMgkMcgUrlfQjBH4itn4h25sPiDfgghZ9sq5HUEc/rWHksFzjCrgYAHGc/j1rBqzPqsNP2lKLZE6DgDA7Co3RlYjIO0kZU5Bx796tSW0wtkujE4gdzGsmPlLDqKg57daRto9iPewPCg5GORn/JpYgbidIFhLSyMERR1JJwBVi4a2aWP7LFJGBEocO27L/xEex9KjZVLY4J6/Sglaq5C0cW8qQUkUlSD1BHBFSRxqFl3yOCEJj2Ju3P2B9B70xrZWBOec569TTDFNEf3b5X8qA1DzZlHEdTi7UWvlNZ4lEu/zwTu24xsx6Z5qNJZgQcDI/vDI/KgtIGUY3E4AHr2FADhOGXjt1zTnMkuzzZWk8tQiZOdq+g9uafJARNJBPEY5YmKujdQR2p0FlbvJIHuTbBYmdSRkMwHC/jQD7jekWQRyDwOo+tU0YecGYKcEHBGQfqPSrIWUdww/LFMnWCO3iZVlFz5rbzkbCmBtx3znOaAkWl+6P6Ux8MMj0qS1neF4Z4W2yRuHQ4zgjkUyVmaVncgs7FjgY5JoK1GW0IkS5bz4o2iQOEc4MnIGF9+c08jiq4BEpGMEHkEdDVj+HkkYB6DPPYUArq4sk8Is441t1WZGcvMGOZFOMAj2/rVS2Qu/mspCEkK3YkUyd9zBBx61YjQRoAB8x60ErfQk6tnt/SlyG78ds1JNCIbe3cTROZlLFUPzR4OMN6HvUCnI9aCk7q6HA4JIPqOgPBpI4JbmZYYI2llbO1EGScDJ/QVNdSQy3U0tvbi3hdtyRBshB6Zqv5rwsJIpGRx0ZDgj8aBO9rjImyR6VOVgME7ySusyhfJQJkPk/Nk9sDmq8a4ZegyQMk8CpJeUBx9KBPVHaeA7ndb3luT90q4/kf5CuwHIrzvwVciDWBE3/LZCg579f6V6HXy+aQ5a7fc86urTYp4HWmk5xTtozyaBtzXmmQjsQABTCpbGaUyKWKinL60wBUANRyPuOB2pZW9Kai96LAWoOUBqlqGGP41fjGExWZqLBZKI7gWLRixUdau3J2QOfaqunx4iVmGCeak1GTZatxnIqUryA5dgXuMf3mx+tdHjHHpxWFYpvvoh/tbjW68gU4HNbVNxASBR1qMkk81IvSsxksRwwGeKW5O4oOME0yP71OuuICxGdozSQjIu90l35MQyQOauwReUijv3qvpyhxJMeXZsZq+q5NXJ9EABfWk6U6eVYU9T2FQp5khGeM1DGXrdcjP5Uy6lZRtU49asQpsjGaqyxkycng9aSApsbk8g5Fd/wCHIDBoVsp+8wLn8TXIW9u15fQWkXBkbkjso6mvQkRY0VFGFUYA9q+kySk/eqv0OLFS2iOooor6A4wooooAKKKKACiiigAooooAKKKKAPKfjHpsKx2OrvaicKr27/Nt2lh8rZ9jXk8LbkwTz7V9CfEbTzqHgfUUUZaNPNA/3TmvnW3crIGVypBBBU4I9KxmtT3crn7jRb8xjHsLt5e7dtzxnpnFQY5bB5HQYPzc1YClnAHJZscnuTTbu1ms7ya2nULLExRgDnke9QeppexCSA6k1IQxULk7VJIHpnr/ACp1vNFbzeZLbR3KbGUxyEgZIwCMdweabH80YyST0+tAXu9RyQSNaS3KbTHE6q/zcgtnGB3HFMWkZR6U5cYOfTIwOpoGkOcQNDAqwbJUDCSTeT5mTkHHbA4qB1zlSAR6VKKRgSpHbOce9AuWxVWRopyWJJJySTkmtA4bI3K2P4l5BqjNaySwyyxxsywqGkYfwgnAJ/GpLWYyRepA6UExdnYl6Nt7YPQZ+gqK75iA561duYokmZIZRNGACJAMZyAcY9QePwqFPsvmt9rWVo/LcDyjhg+PlP0z1oKb0uMgz5CDC8ZOccnPr+VDYJ7Uy1LbNp7d6tS3Uj20Fs+3y4C5jwoB+Y5OT35oFrZWKeACTgkjn61PqCfYpTEZYpSoUh4jlSCAf603aQ27BxnGcd8ZxVKc+Y+xT+VAMsadLLDJLJGwUyxtE+5Qcqeo5/nUoBbLBTgDJOOg6U0LsTAULk8KMkD86ceB0oCKsHHPAqOMjzAMnJzx2x2/rVq2t/tLyL50UWyJpMyHAbAztHue1U+koNA762LDAEHrzUMrF5BnGTgdMdBjtVrzVFuYvITzBJv87J3Yxjb9O9VEP70n8aBXuiW4hlg2LJE0ZZBIoYYyp6GhNj7BIWWMsN5UZIXPOB64pshZiN7lsKFGTnAHQewpqHI6jkev86BdC1DLHaaiJLd3eKKbMbsNrFQeCR2OK9UtpjPAHPXp9a8kHcY616Z4fuRc6LBIF2nGCM55HFeNnFO8YzOTEx2Zq4o2cGheKc7BYia+eOQgjj2Lycmh1d8bG2ilyTjFSjpTAg2yADfz708MBUtG0UDJIWzWXrHDj3FbEEYxn9axdacNcqg52rRDVga9moFtH7qKo61KVgCetaFuCsCD/ZH8qxtafc6pkEU4K8gItJUtK74PyrjP1rTwKraZH5dmGxgud3+FW6c3dkjcUopdpNPWPueKkAjHNJfZ+xSY64p6kKah1CZVtCC3JOBSSdxkFkqraR7TnIyfrVpD2qnZA+SAOgqyBg03uIjuFzIpPNXbZAybu9VpFyKs2pwmPQ1LGWVJ6VHLgAk049c96o6hciGIknGBTgruyBs3vB0fm3d9csn3Nsav+pH8q66sbwvZNY6DbiRNs0uZZB3y3T9MVs19zg6XsqEYHlVZc02wooorqMwooooAKKKKACiiigAooooAKKKKAIrmFLm1lhcApIhUg+hFfLd8q2162nrDGps5ZYzIow0nzcbvp2r6pr52+I2nDTvHd4QmyK4CzKexJHP6is6i0uellkrVbHP/AHl6cdDxxTJM7hnJpFzn7xwecZ4qwlv59vcSefChhUPsdsNJk4O31I9KyPfbS1ZVfaAACTwMkjHPf8Pei3kw5G7DDkYPIpQOuaV7kmGCAxRKsTORIq4dt2OCe4Hb60BqOk4Usck5JPc1Lc272dy0DtG7AKd0TblIIBHP401l3IT82AcZA4B9M0zABzQPW5LbvHBcxSzW63ESNlomYgOPTIqAcD+macx4HJzj5uOh9vUdKTr25oC2txrjdGcE8jt0IqlC3kXRVuN3T61fYnLOxySSxqvq1lNaTATRtHKqq+Cf4WGQfyoInZalxfmUnr7VFMiqzANuA6HGM/hT9Pe2ls52lmdJVRTAqrkO27kH04pk/CHA7cCgvmTGW5wW4B4Iwf51JgKck9qkf7MbmQ2iyrbHHliU/N0Gc/jmlhvZbCcXEJVZArLyoYYYYPB9jQK7tcqXEgUYB5NLbww+Qkm6U3G9t6kfLt4wQfXOc1BGhlfqMAZ5OBwKtrhcY4FBO45WKyBxwykMD6Ec0t1cPc3EtxMwMkjF3IAAyevA6UjkBfQ+uf8AP+TUcfPJ6dPrQVpe48qU+VlIYdQwxiq7nEoznb3weasHGPlFNvYFt5YwtxFMJIVkJj/hJ6qfcUCbSdhRkoMnkimxggN6ZzU1nKkUscksKzop+aJjgMMEdfxzUS/KMEjj3oDdgYpZIpZkiZo4iokcdFLcDP1wajX71IjuWdQzBWwWAPDY6ZpWOCBkcDPJ6/T3oF6k7iAW8RR5DOXbzFK/KF42kHueua7bwTPu02eDPMcm4ewI/wARXBnlcV0/gm58vU5oCP8AWx5Bz/d//XXFmEOehJGFePuHeqMsKS64VVxx1NSxDJzVaY+dOVz8q18kcFh0fzDI6VISB1pNyRRgKKYoZjk9KYDtxJ6U8ZJFJwB71NbpvbPYVLAlkYQW5PoK5uFWvNRG45BbLfQVr6vKVgKg1T0aI7pJegGFFaLSNxmySApb0rmb5zPdkLz/AAit+7k2QHHUisfTIfNuXmbpH/6EacNFcRpouxFQdAAKcFNKME4waexESFn4ArNaiBVAHNVbi9CEIh596rC9e5kYDhFPGKh2M90Aee9WojL0TO43Maoyl7y5ZEGUQ8nsKuOkpTarADHSpLaJo4ghAHfiknYQsaeWoUU4daHwtNUnNIB+3NWrdcLVVWywq7DnZUyGhzMFBJqhY2yar4utLed8WyIZdh/5aMv8NSXKu74BwKk0O1YeI7FywBVmP4YNduXJe3jddTOt8DPRKKKK+3PKCiiigAooooAKKKKACiiigAooooAKKKKACvKfi6k1heaTq9vtDjzLdiy7hhl6EfTNerVxvxP01dQ8E3T7MyWxEyH0wef0zUyWhvhp8tWLZ4GoAVcdBxUhUrI6OpVlJBB7EdqYiOIUdlcI+djFcBscHB70qnavA6dAKwPqk9LiZRX+YMVwfunBzjj9cVC3Jyc1buooIpVEFwLhGjViwUrtYjlcH0NRwzy2s8VxCQJYXEiEjOCDxx3oFe+qHRNvjBzmpUgEkVxJ50UfkRiTa7YMgzjC+p71XglLvKz4BZi5wMDk5NPmUq+1lIIOCD2NBTu0NPIwKeZUMEUAgUSI7s0wPzODjAP05pmcL3/DHWkC/Pu70BuI5AOD37USKZYzuyx245OeAOBSTOQu0E4JBI7ZH/66sQQSvayyqhaOEKZG/u7jgfrQDt1Mywby2aM9j2rQcAr3yD+lZwCxamm9mWNyAzAZIGeTj6VrXAiWeYQSmWBWIjkK7S69iR2oIg18PUrj5QecVWlYzS/KAqjHQ+3vVljDNaKoWUXAlJZ9w2GPHAx65zTF2qCqDOeM0Dd2P8loB5boyPgEhhg4IyDUlmLd76FbppEt937xohlgMHoPrimyyySEvK7SPtC7nOSABgD8BUcPPORyM8HOPY+/tQJLSzFlJERP86mS5l+xLahv3Hmedtx/HjGc/SoZMYBIDDPKkkZ/KlhJ2L3PTp1oKsuoc8nBx3OKgKkkkVOQCe31p8ECzR3DGeOIxR71V/8AlocgbR785oFJ2VyvC3OOc45ye+e1SnKkNnBByOAagi4nIqxOyOkIjhWMom1yDnzGyTuPvggfhQLUggjZ3CqCXdgqgdSScYp1xG8FxJFKjJJGxV1bqCOCKFOMjPNMmJYluSTkknqTQDLFt9naX/SmlWEo3MQBIbHy9e2cZq74euDb65ZSEgAyBW/Hg/zrLj6cMDjuOhqWGUwzpIADsYNj1xzWdWPNBx7kSjeLPZyfLhZj2FUI2LZI7nrT7m5EllCyHiZQw+hFOt49qDNfGONm0zzR4jOAW5pxcBcYFBPFIF3c4qBCAE1atsqDzVYnacVZTiMGkxmTrEm51A6Vb01PJsYyerZY/jWbq5/egegq+hc2sIX+4P5VrJe6gI76cvJsRSaksLZo4myNu45xTooTv/nVuR1hiLk9BWbd/dQEVxcJaRFj1rFlvrvUJDHbRkr37CllMl/cbMnZ3NakcQhhCIMACtLKAitbWjW0OGYMx5OKlgi/0oPt7YqxGokGeop0K7ZCtS5AQSsRdLEvcZPtT5Jin3Rn61XlkH9pkjpjbmrATcQaAIF8xzufIp25hwB+NTuABTRwKQCRA1oL8qfSoYlGATT5JABUPcaI5CcVt+ErTzJJ7916fu4z/PH6VztzOFgY+1dz4egNvoNohbcWTeT/AL3Ne5ktBSqOb6HLipWjbuadFFFfUnnhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABVTU7RL/S7q1cZWWJkP4irdFA07O58ryPPHGLCSV2itXcRox4Qk84+uKiGdpbIwCARnnn0Heuj8Y6PND4/vLG1hZ3uJd8UY43bhnj9a58A4wQRg8g9a52fV0JqVNW7DCuQTmkG0gLtwecnPX0qxF9m2XAuJJEYREw7FyDJkYB9BjNVV+8f5UjVO7GLmOYHBxnHTirMuFjJC9B0pJZ5/sf2UP+480TbMfx4xnP0oJ3QEkE4AyfTNAK+txbiOOGYLDcpcIUVvMQEAEjJXnuDxToJRDcRymJJVRwxjkGVfHY+1VYSS+31qdseWTg8dcmgEtLMrr88xJ4GTgenNW8kKcE4IwRnrVW1yJSwJBByCD0NW1R5HVEUs7sFUepJ4/WgSSsZt8MBXBAKHPJxnntV22bzIgOgPXjNMvrZ186CZDHLGxR1PUMOopmntF9ijbziZzIUaHZ0UAYbPucjFBKdpepLsI65FKOMgBecHOOenr6VZhMC3ET3MbywKwMiI20svoD2NVRnB69eKDR9hzRyPFK6o7JGAXYDIUHgZPbJqG3PJFTb3WKRFkcJIMOobhgDkA+vPNQR8SHkDA3cnGfb3NBOtyzcrCIYTE7u5T98GTARsngHuMYpllPJbXKTwttlicSI2M4IORSuMqc+tV4mAbGMYzzk80A0tmWZnMjySuRudizEDHJOaaFKMyspDAkEEYINK2CpyOOnSmj5QcD8KB3sisjbbtwc5I457+9WiOM1BqEC286mOeOcbVbfH0GRkjnuOlWYpYxDLuhWQyRbUJJBjbIIYfl+tBCk9SI4x14HSiW3mFotyYm8h3MaydiwGSPyNGeOeKjkJ2hdx25ztzxn1xQDEib5So/Kppzb7o/s5lA8tfMEgHD4+bHt6VVU4P3hycY7mpAOQaBWPRfD87Xum2AJz5SFG+oOK6TtXHeBZPMiuIT/wAsm3D33f8A6q7AnBr5HHQ5K8kebNWk0FPA+XNNUZNPchUJ9K4mSQfelxVsY2/SqMH3ic1dB+WlIZh6vzMMDqK0YsCFAOm0fyqjqiHzQexq9DzEgH90VtJ6ICxEOCao6lMzMIlPJrQX5RWXjfdknJOfyqYLW4MmtoBGoCjk1ZuQUgP5U6BMnJ7VW1SYIFjH3jS3ZI+2JEQ561MzbULdxUSAQ24PfFEm54lUcEnmhjIGTL7xU8cvGD1p5jCp9KrjIOaYiZmBpB1B7U0EMKVYSWGGIpMC7HgrximSLlqdEm0Uy5kES5qVqx3siMQJd3ltZ5x58gUkDoK9IRFjjVEGFUAKPQCuD8JILvxC8zDIgiLL7MTj+Wa76vrsoo8lHm7nn4qV5WCiiivWOYKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPGvjFYm21rTtTiLI0qFC6nBBXkc/jXnAfg98/rXuXxX0tb7we9zj95aOJAfQdDXif2WWPT4r1thhlkaIYYbgVAJyOw5rGa1PoMtqJ0rPcjdRlgGDDP3lBwfpmooziQEqrgHlWzg/XFSn7vrxSzG281DaiZVMS+YJSCfMx82Mdqg9G+tiMqWKqMkkgY9TTJW8tSuPmHHI5FSrI8UiSxsVdGDKw6gg5BqvczyXV680zlpJXLOx7sTyaBO/yJ7GOEwXEk0xjkVAYV2bhI2eQT245olyEIB+lOChFxkHBIODkGmSkbWBB6fLg9/f260DS5R0cgeOJfKjTykKbkGC/zE5b1POKc3JxnmooD+7OO5qZmOFyTx0HpQCWliJjuDF8sTkknkk1Q2/ZtQKgjBPY5H4GtMwyiBJzGwidmRH7Mw6j8M1RnjVp4vMkEaF1DORnaCeTj2oJltdF8YK5+b+mP/11G2c9B+NELAqwDbwpIBHQjPX+tSzNCbeFUhZZ1ZjJJuyHBxtGO2OaCubS5EeQTwByeBgD8KZPFLbTmKaNo5FxlXGDzz/KnA5BB6HtSXDPLIZJXd3OMs5yeBgc/SgT3LFssDyAXMkkcRRstGu47sfLx6ZxVBgQ/PXrViI5HUE4B4Ocf/Xpkq/MGKhgDnB70BbqWEuZTZ/ZvMzB5gl2YH3sYzn6VEVOCwB2ggE44Gen8qjgOFCnJP8AOpmXnkYI4II5FAKy2K1wN0ZNFq/mRAc8DnnNWFhSVJy86RbIi6hs/vCCPlHv/hVK3YRzlex6UEt2ZaOV5BI4IyPfiiKCW7nit4EMk0rbEQfxH0p80gchhEkYCKpCdCQMFvqag3g8g4ZTwQeQaBt6EA4bByMHGKtxG38q4Eyys5j/AHBQgAPkfe9sZqq64GRT+BnkMAfvDofeglrSx1Xgi68rWHizxNER+I5/xrvu/NeWaBdrZ6xbTEfLvAPsDxXquPmxXzmbwtWUu6OKurTuSoMDNVribJ2AVYkbYhx1qpEm5ixryTEfECqCrIICZzUIFDlmXatJgVpik25CKLRzG3kucn+E1ajhWFNzgEjqazwzXN/hBgCq3QGoWwh9azomaW8YKOO9XbmRY4c/lVaxj8tDIfvOc0bIRoqQiY9qyLwl7yPnvzWoMkVmXA/0pOO9JAX5E3eX3UHmmSMBME7gZqwo+XrWfb5llllJ6tgUAW2b5QPzphXIpQeeTTgOKAIVIzVhBkjHWqrjbJirkC5Ge1KSBE+dq81RvfmRj6CrchycelVrhNyhACxchcDrzWlGN5JClornUeC7AWuiC5ODJdN5hPovQD+v410lRwQpb28cMa7URQqr6ACpK+6o01TgoLoeTKXNJsKKKK1JCiiigAooooAKKKKACiiigAooooAKKKKACiiigCjrNkuo6NeWjgESwsvIzzivl8R7JHjcfOjFG+or6u7V85+I9J+z+Pb+wkmjtUlmMiSy8KARu5+p4rOoup6mWVFGbTMLjYTuwQQAu089cnPtx+dR4wTUhPAz6VJE9ssVyJ4ZHlaMCBkbAR89SO4xmsj3ZO2pVd8KBtUEZ5A5P1qNIZQY5XjYJJkoxGA2Dg4+hpsz84zjmpodwiXc7FVBCgnhc9celAtyddpkVWbauQC2M7R3NRXgSOeWOKQSxq7KkgGN4B4OPelDcAjBB9D/AJxUMpJYd8dqB26li1cxQyr5cb+bGY8uudmSDuX34/Wh+vWkXITuB2zzTTnJweo2nHcUAhQx2hSx2gkhc8Anqaiul3ITgY6dfbNWI45JmKxo0jhS21Rk4AyT+A5qKQho8+2RQDS2IrOT5cVYPTvjPGarQIsao4mVnd3DRAcpjGCfY5/StC2eGK5jkuIPPgBO+Ldt3DB70CjsVQeCvHXOcc9Mdad5cjwySrGzRxbfMYDhcnAz9TTANoHNP3sIyquwVsbgDw2ORkd6Ad+hHH1qeZYRBBseQylT5ysuApzxtPcEVABz1A4zycf5NSZzjNA3qVstDMGDbSCCCOo96uz3Ml3cS3M7+ZLIxd3PcnqaqyKGB4HXr3+lLDuKng4BALY4BPTNAtEx7qVYqVwfQ1Sl/dyhgPoQe9XcDtxUOoQxxpA0dwk3mRB3CqR5bZ5U56mgmZKrAjd0yM1FNvJX5shV2qPQZzj9TUmn3PlFHaOOXaCpSUZByCP65pDgL83YYoC9xnlSi2W5ZMQvIYlfI5YDJGOvQ0m3I+tRvGDyp/Kmq+3IJ6YwMdaBFqRofMjNskkYEah97bsyfxEexPavXNJuvtul21z3kjBP16GvIFwTnqK9G8FXiy6KYC43QykAE8kHkf1rys1p81JS7HNiI6JnQTNgdeaZCCFqSVSTkilVQBivnGcoHgU+JcnJqM8mplO1akLFe+lKxlVPtUOnp5cTyMOT0pZ1EjEnIqRDiML2FV0sIjcGaTLcr2FWAAABTVGBUiqSaQh/as1/n1BFq9JIFO0c1SgQvfu2OAOvpTWxRot8sR+lZ1tlSyLwMk1oFSRzVCVvJvFC87utJdhFkoSmaWGTLbT1HenocrVZwYbjcehNAEs65cGrUIxGDUbKGGak3YjFDGKT1yKn0O1N9rsXGYrb94/17D86qZ4610Pg63Zba7uWGBLLhfcCvRyqgqtdX2WphiJWgzpqKKK+xPMCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK8T+L1mIPEtpdAf8fEGCfdT/8AXr2yvNfjHZLJoVnfcAwTbT9GFTPY6sHPkrRZ5AMZG7OM8kdQKrzyBBjP4VbnigjS3MNz5/mQh5MIR5bd198VQeYRXUUnlpJ5bq+xxlWweh9qwPpr6XGJukfHZhg+/I/wq8LaaWGZ40LR26hpWB+6CcD9arwjClyqrknhRwMnoBUseeSGOGHIB4NAK9tA4CYpjJGwhZJi7sGMibcbCDgc98jmhm5YfKD6Z5P0pIlIJPtQN7k3OM8cdj0NE0vnXUswiSFZHLCOP7q57CkJ+UZHTOTnr6U085B44oCwGTB3IxB5GVODg8GnAFlCqASRgZ4FRSMclieepNTtFJHmOWNkcAEq4weRkUBpcoJ8s+cVe3HjrnnPp7VXjhWa4kVp44dsbPmTOGKjO0e57VYUgqMUEwfQYSRz3HNAPqec1LPJE0VuiW6xyRqwkkDE+aScgkdsDioR1wfSgabaJp7eW2neG4jaKVDhkYYINLbfZvtSC7Mwt+d3kgbuhx198VEzF3LOSxPUk5Jpo6joeAcj/PWgGtLAB8o3YzimrPNBFLCkrLDMVMidmKnjP0pxOD0Bx60yRR14+lAna2pIp3KSOwye1MmUMhBpNrwzNFKjI6nlHXBU/Q1PCkMkuyefyU2Md+3d8wGQMe54oC6aM23k2SbCCD3OauEkgbWIYcgg8iqU6lJFbOM1aW8f7KtsyptWQyK+35skAEZ9OOlBCdtCLdszjjHapLmAQzvH5sUpQ4DxNlW9waa8bOGbB46kdKh3jIU8H1oG2T2k0MUx+1QvLGUYALJsIYj5Tn2Pau8+F8MN/ql1p07qPNhDqSM5K9f0Nef5HRgcHqa3PCGs/wBheJrK9BDRq+1x/sng0nCM1yyV0YYiLdN23PZbzwrPajMAcj+9CxOPqpzWY9te24Aba3ceYhQn8R/hXpSMHRWU5BGQabLBFOu2aNZB/tDNcNbJ6U9abseJDFSWkkeZNOYz+9idR/eHzD8xUqzxzL+7dW+hrtLjw1Yz5KB4if7p4rDvfCsyH5I0uEPcLhhXlVsqrU9UrryN44mEjEZcmlAwKdPp09twWuYfqdw/WoMXSc7opfUYKH+orz50ZRdnobJpk4yTQZNneovNdRl7eVfdRvH6U1ZoJW2rKhb+7nB/I1HKxkZYtKeuT3q5bRBFYgck5PvTUtzvJwfyq0i4HSpkMrTy+U67gcHvVAb57oSn7q8VJqTFZOvH8qSzVjECeapKyuBfi6U2ePzEIpyEYp5we9Z3Aism3Q4PVTg1JO4QDPeq6hraQsBlW60su24jODlhyPrVCBpeAqkAsQM+mTivSLS2SztIreP7sagfX3rgPDVmNS1OMuuY4iXkHuOgP416LX1GS0eWm6j6nBipXkohRRRXtHKFFFFABRRRQAUUUUAFFFFAGB/wnPhH/oatE/8ABhF/8VR/wnPhH/oatE/8GEX/AMVXxPRQB9sf8Jz4R/6GrRP/AAYRf/FUf8Jz4R/6GrRP/BhF/wDFV8T0UAfbH/Cc+Ef+hq0T/wAGEX/xVH/Cc+Ef+hq0T/wYRf8AxVfE9FAH2x/wnPhH/oatE/8ABhF/8VR/wnPhH/oatE/8GEX/AMVXxPRQB9sf8Jz4R/6GrRP/AAYRf/FVyvxE8S+F9W8H3UFt4j0eaZSsixx30TMxB6ABua+UaKTVyoycXdHfNqtkq8XcJ9vMFV47yzkk3NdQjjndKOT69a4mio9mj0lmk/5T0E6lZBl2XsClTkESjg/nTo76zdgqXlrz/euFA79Sx/zmvPKKPZj/ALVn/Kd22oWRYYu4cH/poP8AGrMN7phtp3k1KBJU2+XHvU+Zk4POeMDmvO6KPZoP7Un/ACo9COo2OP8Aj9t/+/q/40ratp7QQoJrRXQuWkEo3SZxgHntjivPKKPZoP7Vn/Kjvpb+xPH2y2IP/TVf8av+e9yBM8zSkqMOxzlQMD9K8yr0PTA39kWrhWKeWi7scZ2g4z61Mo2OzB4x4iTTVrCSgrJkgjgH6jqKnjOUBBP4CoZxjkDGOeKs+UsJRVnjm3RpJuj6KWGSp9x0NQd90nYa/t1pOePTrj3xUsLxRTrJNCJ4xkNGWK7sgjr7ZzVYM2Bzk+tA29SwkE0ltNcrGWhhZVkcdFLZ2/nioScU3dtB+Y4bGQDwfrQGyT2wM89z6UEpsezRGOERrKJQG84sQVJzxt9OOtN5PqKTtmjIA7fXvQA66uJbm4e4uJWlmc5Z3OSeMUDI254yoYYIPBpoR5IXmETmGNgruB8qk5wCffBqIuqAY4oEn2C4CMF3LuAPIzjP401B5luAfvDvipZRB9ngaCSWWV0PnI0e0RtngA9xio4d8RVt+1gQwx1BB4oJ32Ix5iE8g49e1SRrb3Emy4n8hfLYh9hbLAfKvHqeKmmd7meW4nYyTSMXdj3J6nAqo7YYL8oB9DQJrQInbgYxxU4LeSIisWPM8wHYNwOMY3dce1VOQdxwAOu48VKk6sBsG/8A3en5mgzclsz6k8K3v9oeFtNueSXgXJPqBg/yrYrjfheZj4GszMMZZ9nOflzx/WuyroR83UVptIKKKKZA2SNJV2yIrr6MM1n3WhWF0STF5besfFaVFZzpQmrSVxqTWzOZn8KlT/o1x8uOjjmse78P3sZxJa+avYgbhXfUVw1MroT2VvQ2jiZrfU82XTUiJD27RHphSy/yNNntYkiYh7hf92dh/WvSWRG+8oP1FVLjSbC6QpLbIQfTj+VcE8lkneEvvRssX3R5Detd2zbxIbqE9Vk4df8AgQ6/jWlYyiNVWVHiU8jzOP16V1l94JjeJvslw2eySdPzrGXRtQtbcwTQOdmRkDIx2rhxWCr01rH7jeFaEtmNQbnyDke1OYAdaoiy2y4/eQv6odpqdYrleBc7x6SID+oxXmuFnqa3JGHHWqsp2cjqKmkaWMfNGGAPWM5/Q1SlkMzrDHnzXYKqsMHJ6cGtKcHJpIUmdb4Gsmjt7u/fcPtEm1Qe4Xv+ddbVXTrMWGnW9oDnykCk+p7/AK1ar7fD0lSpRh2PKnLmk2FFFFbEBRRRQAUUUUAFFFFABRRRQB8EUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV6Hpkrpo9tEHYRNHG5Td8pYKADj15rzyu+0tGksbONEd5GiQKqjJY4HQVnU2PVyr45ehYlBYMcZAxk+lRRuUbkdTUhKkZpUjilhuHe5jhaKPeiMOZTkDaPfHNZHtN21JCMgdc98jv7fpUZwhzk5BzSGXKjYGJ9cU6SRprW3hEEMZiLEzD77hjnDfTtQN+RHuRSxI685qa7hlsruW2lCiWNsNtcMOmeCOvBqHYAMkkgHaTjjJ7UbYx90Digm2pJayQpchrqB7iEKwMavsOSODn2OD+FRBCFBbgAU7cyjIyBjnjv7e1OgWWeUJCsskmeAiljQJtR1bGh2WN4RLIIXILIp+ViOhI74pPlVScjOMjIJyfSum07wD4i1Z/l06WJWOTJP8grsdL+DMmFbU9SCjusC8/mf8KpRbOapi6MOp5PvJzz+mKQI8rBYkMjZ6IhZvpwK+hbH4X+FbMDfYG5bruuHLfp0rprTTLGwjEdpaQwoOgRAKr2ZxTzNfZR4F4f8Ah5rmvNultJbG3KFllnGMnsNvX8a67TfgnAdr6rqTMe8dsu0f99HJr1rpRVqKRx1MbVn1scHN8IfCcumvai0cSkELcGQs6k9+afpHwp8Naa4muLUX04ULumUBQAP7o4z713NFOyOf2ku5Fb20NpAkFvEkUSDCogwAPpUtFFMgKKKKACiiigAooooAKKKKACiiigCvNY2twcywIx9SOaqtoOnsD+5I+jVpUVjOhSn8UU/kUpyWzMCfwrBIAI53X6jNU9P8Jy2+ux3dzLHNBCN0Qxzu+naurorKOBoRkpxjZor207WuFFFFdZmFFFFABRRRQAUUUUAFFFFABRRRQB//2Q==", "path": "000035.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000036
Men Tshirts
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jTbnP8PvWNt6dQPUVatplRzBNgQTKUfjjB7mtaFTkncxr0+eFjV/4Wf4eVcf2Fbnn1pP+FneH85/sO2FeeXPhHU4riSNIQyKxCtvAyOxqrL4Z1OGN5XgARFLEhx0Fe7Gomro8OUHF2Z6avxP0JTxoVofrTx8VNEHP9h2nH+zXmA8MamyK4hXawyMuKcPCmqY/1Sf9/BT5ybHqKfFrRF/5gNn/AN8ipV+MOixjI0K0/wC+RXlX/CJ6p/zyj/7+ClHhLVT0ij/7+CjnHynqo+MukdP7BtPyFL/wunSxwNDtMf7orye38L6jc26zxImxiQMyAdKefCOqj/lnH/39FHOFj1hfjbpg/wCYJaD/AICKR/jdp+eNFs+f9kV5R/wiOqH/AJZx/wDfwUf8Ijqn/POL/v5Rzisesj432C4xpNr+Qp4+OdgB/wAgq3/75FePR+GdQlkmRFj3QttfL98ZqT/hEtT/ALsX/fdHOHKeuf8AC9rMcLpFvj/dpT8d7QDH9lQf98ivJF8Jake0P/fyg+EdS9If+/lLmQcp6yPjzbkEf2VBj3WkPx3t16aTbn6AV5G3he/S5jtz5XmSKWHz9hUo8I6ke0H/AH3T512Cx6qfj1EOmk22fpSf8L6Xtplv+VeV/wDCI3+fvwD/AIHR/wAIjf8A/PSD/vqlzodj1I/HwgcaXb5z/dFRt8fJCCBpNrj3WvLbjwve21u87vDsUc4apV8IX7Y/eQDOO9HMFjV8W+K/+Ex1SHUTbR27xxeUwToecg1gb8D27VEkDWrywvgsj7TikcnnmtE9BWO80rU7a/0qzht7Ywm0jEMjE/6xs53VFpRzbSn1nkP60ujW6Q6VbBEC71DN7k96bpP/AB4k+ssn/oRrFjReoopMGpGB96oqf+J9KQOlso/Wr31rPiydcuj6QJ/M00Bt3kSDXNKYImGEqkbBycVoSIoTG1P++BWLqMuoJf6Y7WtuD5rKoExwSVPtVx31RuttZ5/66t/hUgTlRjov4KKTHsPyqrjVD1gtP+/jf4UgOpZx5Np/321AEN4AusaW3qZFP/fNaAXAHSsa/e+S805zHbA+eVXDMQSV71f/AOJl3Wz/ABLUwLPIoGeuTiqx/tHsbMfQMaaBqWOXs8f7jf40gJLwbrKdTnmNv5VFprk6XaNuI/dLTZkv3gYeZa/dOQIz6fWqmmC9bS7QrNAFEfGYjn+dMRr7z/eP40bj/eNU9l9/z8QAe0J/xpfLvjj/AEqIf9sP/r0DI9bYnRrohiSFBxn3FXQ5IUhuoHf2rM1OO8/sm633aECMkgQgenvViFL1oEb7eACgOBCPSgCyW3fxH86dv7ZP51WEV3nm9J+kK0/yLlhzfSfhEtAE68n7x/OqGinOkx89Hcdf9o1aEFxkAX0vXH3F/wAKztGhmNgcXsygSyDAC/3vpQBr9vvUcdCag8if/n/ufyX/AAoEE2eb65/8d/woAnwADzWdZbv7T1QZyPNQ/wDjtWjDL/z+3H5r/hVG0icarqK/abj7yZII54+lFwNTb9aT8P0qPyGPW6uv++//AK1N+zH/AJ+rrP8A10/+tQBNgeh/Gs2NSNfuuDzbx9uetWjbdzdXX/f2oLHSJbzWbxobiYRxwL5kpmIC89D/AIUpSUVdjinJ2RuaNpDateGLcIokUvLI38K/41L4os7LTlSOx2ND03rKHLn1PpTrJ4bOzvLO1eVw1uZHklJJcqQePQD9aw5pXuAZGXI6Z6AfSvLxOIctFselhqHLqzLYM5JIP1PSoym1evJq1IScgEEjp6VSaQO2MM7dAq9K54eR2NpELKQ+DjB79qbnJCgZI6Yp8w8pl+0MsZxkKw7VUk1TTo4youWLg9FTj866I0pvZGDrQj1NcIduVOD6VDkmQNuKv9ODWP8A8JGmduCR03MK1y0wjjkkgYxyfcZDuz+FS8PNa2KWIg+paifOfmwfT1qQfLk7VJ/Ss4uHO1Dhh1B4P5VLDdbB5cox6GsJUmtTaM0zqtEks70C11ASbsfu5UbDAf1qLxRpD6VYTgyJLDNAzwyjjcuO49axI5v4kbB7EV0N49vrGiWFhfyKsskDGOdk3bNzGuzC13HSWxx4qgpaxM61T/Q4CduPLXqw9Kl+TH3kz/vCnXGhjSwkNxbxkhQA+wYfA6ioBbQY4t4v++BXoxkpK55couLsyRigHLRj/gYpA0WCfOhHH/PQVELeEniCL/vgUNBEAR5EXT+4KdwKuiyRjSYv3sI+Z/vSAfxVeaSH/nvB/wB/RWfo0cf9kwt5aE5Y/dHqaubY8/6tP++RTEPDxH/lvB/39FNLxf8APa35/wCmgqN9o5CL/wB8imBl5+RfyosBDYFGvNT/AH0AHnjrIBn5aunyQObi3/CUVT07abrUTtX/AI+PT2q/xjoPypDIg8Cn/j6t/wDv6KDNbdftdt/38FS7fp+VGKBGbJJbtrtqRcwYEEnO7jrV4S23QXdv/wB9/wD1qqSH/iewDPS2c/qKuEkHqc0ARmW2IwbqD8z/AIUFrbb/AMfUH4E/4U/J9Til3HPU0DM3V5oP7KmC3EZJ2jgHPUe1aCSWwADXKdv4Sf6VR1liNLcZPLp/6EK0MnJIJ60Aef3ZBvrkg5BlbB9eartjBPtU1y3+mTnuZG/nUD/6tua2WwjutOurddNtlZ3DCJQf3THH6VFpM8I01MtJkux+WJj3NWrMldOgGTxEP5VDpGTpFvwcFSf1NZNjLBuof+m5+kLU1ruIfwXJ+kJqbBzxRt9TSAhW7TGfKuv+/X/16pQ3AOsXpEFx9yNfuDI61pFeKz7Qn+09R/3kB/AUXA2dYIDaa4/hu1/UGtPHtWXro22UEg/guoj+uK1TkMR71IBg4qBuDU2TtqEnnNAGZq+AbBx/Ddpn8iK0mBzWZrYxaW7dNtzGf1rTbjr6mhgN7Ug6U7APelxx0oERlcgjrkH+VZmif8ge29gw/wDHjWtjJrL0Uf8AEqjA/hdwf++jTGXzyOaQe1OA45oPQ0wKWqc6Tdj/AKYt/Kn2rFrK3PrGv8qdfLu0+5X1ib+VN0/5tNtD/wBMV/lQInFLj607GKOoqRgp5Bz3rO0fi0lHpcSD9a0DwRj1rO0j/VXQ9LqSqQGlnikpByKU0ANY8cVn22f7a1D12RH9Kv8AccVVgglGq3c+3ELxxhXPQkUJXAtg55pGJxlVJHr0FRXN/bWaFuZGP97gflXN3+uXEzEBsgdB0qlEDRvNSKMUV1LLxxWnpt8J9IjCRopyS+0Y3P8A3j6nFcEZ3bcT1zXQeHbxEgljlBYg5UE8CuXHRcqfunThZJT1On01jLqwhyT50UsZPbJWsWWfIUEligxg8AetSWurQQa7p6mUbjOoxjB54/KuQ8RaldjUbuwLGOKKVkKLxnk9T3rjo4VyirnXVrqEtDQvNZtImCbmlAPKRn+tEPiXTobpXjimjhCEFSASW7GuR3EmnBuexr0IUIQWhw1K8p7nRazq9nf3Ec0LsQE2lWXFc2wJYkc5NO4PUUuxfcVojG9xmwnn1rtzqlg1jpiLdpmGRC/JGMDmuMKDqCaQqB1J5pgeiS6notwmJryBsdCeo/Gse4uLQyBba/jmDdFbgj8a5HaMdTSAe9ZSpRluawqyidhFM0ORggkfdaui1XEV5Am5cW8MaFP7x25NcPod1cXGpWlg2JUmmRAH6jJ7Gulv9Tjudb1Bw6MRcMoQcMAOAQO4rmqUHFOx2UsQpNXOts9djuo5LS7jItHbMYzkxH2P9KqX0D6bcmGd42jdQ8E0Z4kQ+o7EVlWk0boQpz3yO34VQ1a9YXyJvLCNBjPpWGEnNVOV7GmMpwcOdbm+m1xuVgRTtowSfQ1i2GpReZ5b/KW5BI4NbioJkPkyckfcY/yNety9jyjN0Zc6Nbge/wDM1ZMRz1pmn281nYRQzptdMgj8TVjcKnYCsUJpPLarmAR0pAv86LiMzTAfNvz/ANPJ/kK0Ko6Z9+/I/wCfphj8BV7tQxiZo60hoBpAUnH/ABPUPpan+dW+tU/+Y7j0tf8A2arwHGaAExxTehqSkwD1oAzNY/48QPWaMf8Aj1aOPm/GqOrY+zwKO9xH/OrueT7E0AecXJBu5v8Afb+dRZO0+mKncZmkY/3z/OoyBg1uthdT0KIbdPT2gH/oNRaPxpFsP+mef1qQ/Lpx9oP/AGWk00bdMtRx/ql/lWLGWgc5pMUvSmk0gEJrOsubzUW9ZwP/AB0VoEdKoaYMvfN/09N/IVQGxr+7+x5G/uyRn/x4Vpk5YmsLWNStptIuEXz9xUEEwsBwQfSrw1i18tcLcngdLdv8KmwkXmJ21Dmqj6xbkY2XR/7d2/wqrPr1hbqrTvLErdC8TDNFhjtcP/ErZv7skbf+PCtB23OR+lc5qWuafqGl3EdrLJK6gMdsZ4AIrpNSks9OSFPNnuLh41d/JizHHkfdJzyaAAEkUoNUv7QUDi2vD/2xpBfn/nzvD/2zH+NAF/8AiHSsvReLGRcfduJP/QqnF8zMMWF3x/sD/GqGk3LpHdILO5fFy+cBeM8469aAubJIxSVXN1J1+w3X/jv+NJ9qmI/48LjH+8n+NFgJbhc2k47mNh+hqvpRzpFmfWFaWSe4MLgWMwyp5Lr6fWqmkTXA0azVbKRgI8BvNXnk0wNSnDpVYTXR4+wt/wB/lp/mXAH/AB5n/v8Aj/CkBIaztJGGvhnpdt/IVc8y4P8Ay6D/AL/D/CqGnNcfatRVbZWIuckebjHyj2ppAah5FCo7Z2jI7k9BSSukEYa5+R+uwNn9awtS192ykPypjtVKPcRsXF5b2nBYPJ6dhWHea1LKx2NwPfpWNLcvJJksxJ65qBpCV68VV0BZuLppTlnLH3rNllJanux9agfk1LGLESZNpPBq4XmitZGgYq6jqOpqjyASOCOa0IX3AN1BFJpPcE7O5i29w8d9FOWJZZFbJ9jmtrxrGI/Ft64ACzFZR/wJQaxLuH7PcumOByv0rofF4E50m+UcXFhHn3Zcg0aBe5zgC9acFU1GAMUvA9aAH7VHejaPWmDjoTTsnpu/SgA2Z6NmjaT3Fd78Ofh5H44h1GSa9lto7YoqmNN25jn/AAqz44+GK+DNCTUjqxumeYRLGYdvUE+vtQB5wUOKbtPvT9xPakyc9KAN/wAFQCTxNBI+AlujzsT/ALKk1z8srNO8oc5Zy2QfU10fhkm3sNdv+8VkY1J7FyB/jXMEe/FAGvZ67NAwEmX/ANroR/jVuW6a4kMshLbjnPTj0rCtIDNcADovJPtWsWCbpCPlHIFSqcU7pFupJqzZKbgebvzyMYrUs9TeMghyTj1rn9x2c9+v1pYnZDwce9aIg7+11dZkCyYz6tVseW4+T8+1cLFdnA56VfttUmiIAc49KbsxHWYKjOOOmabuBI+tU7TWo2I8wLk/zrQVBctvhu5UOfuggD+VTygZmmED7aQc5un/AKVdNVbKyubX7Sss1whadmGGGCD3qYpLnAurj/vupaGO4x1pOn/6qb5c3/P3c/8AfdIUlHP2q5P/AG0pKwFRSDrkntaqP1q+OlZ0audduMTzgiBORJz3q/scc/aLn/v6aYBux/8Aqo3E9M/lTNshz+/uM/8AXU00pID/AK+4/wC/ppAVNTyUtQVPNynbrV/Bwx2ngHtWdqKnzLIGWY5uV6yH0q26funJlnPB6yt6UwueeucyP/vE/rTM54+n86GPzkfjTc5YD3H8626CPRLhZF0yfKNxAe3+zUljFINPtgI3x5S/w+1Ur+3iXSrhv3mRESMyN6fWp4LaIW8akMcIvV29PrWTsBcMcmM+U/8A3zUZST+435VF9mhwQUz9WP8AjTDZWx6xA8dyaQyyI5D/AAGs/SlYxXLAZzcyGplsbXIzbpVHS7SB7RiYUO6V+cds0AdFq7FtIvFB/wCWRqa3nZ7G3YMeY1/lVe/kT+zbks6qpiYEt7iuYvNbnjsLO1g5laJQY0O5zx3x0FHQRu6jrsNruQSqXH3mJ+VP8T7CuPuhP4mv9trG5CKzNLM2Mgdz2H0rodH8FnVtPl1LVb+C0iT7gY7VBPQVvW3gKxvtLt5bPUxLDG22Y243bh1wv+1060PQpRPMHt7jTidpdcrtf5SPwNelwyWNxao8UzyQSRKcqMfPgZH0zS+K/Cs0Cb5IrlXuYyfJDeYBsHV2P8WB2rl9OubjTLK0t7yMor5UgjoDgq30oEdWpOBmnD/PNNUjPX6U7tSAd244rN0w4l1JT/Ddnj6qKvk8VQ04Eajqg/6bK2PqooA0eeo/Wl6ilpOlK4BjIxWbobf8Se34H8Q/U1pKfmH1rM0EY0lAe0jj/wAeNMDSbpwMUn1p3akf5Iy5xgDNKwBvXBZmwO9ZN1qkVr5n2dQhZtzEfxHFGpXQMG1Tl1GSo71zzSrdWmQMOjEHHfvW0VZCH3OpvOeST75qg7bjk9c01zkcdfSoxnb1ouMkbDDrk1GaVWBXk1G5GaQDGz603nvRmjNIBRj8TU1p8waEnleR9KhA4pNxjkWQfwnn6UATanB5kCTD78fDfSr2q5ufBOh3Gc+RJNbn8wR/OotysucbkYdPWrQh3eBr+AMSLW8jmU+qsMH9aGByvenU2nDpSAWlAzSDpRnigD6Z+Atmln4CmvHXm5u2PTnAwBWN+0Vej+zdFsgR+8leUj6DFcr4M+MkXhfw5aaLPozTRW+cSxz7ScnJ4xXP/Erx1B431SyntYJoYbeAx7ZmBO4nk8UAcSaSlzxTcUAdFbH7N4Avn73d4kX4KMn+dc0ck102sN5HgzQrXkNI0tyy465O0H9KyNNtA5+0S/6tDwP7xoAsWsHk2oGf3snJHoKS4flYwen3v6VYkfYjzvxnuB37VQTn5m5Y8mmBIeVxQOO1AGaDxQBIrbV4qZJsHnniqy07GTTA0IpgQMHGK0rbUpIed/TpzXO5I7frUitkDk0XA7e11qK4QJL+fpVpgMblO5DyGrhIJJQ2UJ5PSt+zv3tZFR5OoyVNDVxG2DmmninK6um9Rwe1BwVNZ2sMz7ck65ediIYv5mtH61nQf8hm+P8A0yi/rWgDkUAM70pFLig0AZ2oD/StOGP+Xgn/AMdNWpifIkP+wT+lVr/JvdNA/wCex/8AQaszELaS5/55t/KgDzV8mT0pUH71Pdh/OlY061G65hHbev8AOtuhPU7zVBjSbr/rl/hVqMfuk9lH8qq6x/yCbn3AH6irgAAHsAP0rIoTsacsckhCoju3oozUNxcx2cDzSsFVe9cXd+JL+4eQQ3MsMJJ+VHIyKa1A9Bl0+8t4xJNaTxoejOhArF0oD+zI2J4ZmPH1rjo9e1ZVCDULrYDwpkJFdVoF8t7YeUR/pCN8yAdQec0+XsBBNqs+o3H2SxKvJISvnsvyLweEB9fWtvwt4Pjjt7fVr2UW0SILhLh/unnByfUY6V0f2zwh4P0aKa2jW4llBeOIkPIxxjJ/u/WsbwxpsfiDT7WfxBq8S6bAW+z6eswUHknL0rAaWrNcfEUJpuiWKwaNbSbnv5F2h2A6KvetDwz4S1LQXskhhMStcM0sjzYwqnhtvqVyPxp+sePbXTtmjeGIYJrvGxXyFgh/Hua5vXtAWTQrjVLzxe1zqiJ5hhSUbSf7oAOaGguek+MZprPQLu5TJRYyroq5Kg8Fh6nBry3U/DNzdeFdCe13z3U0XmFmbqADhQOwxXUeCvEXmeD4IdUv7YP+8UNPMDIB/CCPSoLHUbJvDGjzQ3toL22iKsHmUcAn5cH1pWA5Dw9qZni+xzH99HnBPcen4Vv7hjJrl/EkUVvq8d9ZTRGdyGkWOQEAnpgDoOxFblrqVtNbxySSxRsR8ys44P8AhSAugBhntVCzwms6opPeNh/3zVo31ps4u4B/20FZsF3aprl632qLa0UZyXGCRkUAbOaOtVPt9n/z9Q/990v9oWYx/pUf/fVKwFodR9R/OszRf+PJ1/uzyD9asf2lZ7gPtKEZHrWfpV/aRx3KtOgzcuQMHkflTQG0orO8Q3gttHdQcPM2xcenc1N/aVoR8s4P/AG/wrkvEGpfa74Ir7ooVwMccnqaaQFG6vJo3hmZy2R8rZ6+xpLe7V7liOBIMsvoahQG406WLq8R3oP51nwOVnRgehwatgak2RJnsabuGOP1pXcMM+1RrwKQDuAOBUTA08mmnkUANzS9qQdaUmgBw6UhB2nimg0oPFAElnIEJhYnBOVP9K3tEX7Raa1p7k7JbMyLjtsOelc043f/AFq3PCl1/wAVJbRTdZVeEnswZSKAOeu7GW0bLAGM/dkHRhUA6VvI8turRbPNiBIZD0qtJa6dcjdFK1s/9x+U/PqKQGVmlPSr50a86xBJl9Y3Bqs9ndQk+ZbSj/gJoArEZpAMcVL5cmP9U4P+6aclrcSfchkP/ADQBDmlJrQXRL1/mkRIV9ZGxVu20q0W5giMxnleRUG0YUZOKANHX7Mz3tjau3lwWdlEjseOcbiB781VASQDauyFOFHYCreuObvxHfu7/ukkKL6YUY/pWPdXn2geVDxEOp/vf/WoAjuLj7TKNpIiQ/L7+9RjPpSjAHSgdKaAUcil59abnGfSjeCO9ADhTs46U0c9TRmmwHbjQrHNN6il9zSAvWrqvJ5PpVdr7F3JKSOWxg1CspQHFUAS75PXNFwPQ9HulmtVGclgCPr6VpEDPeuQsrprSyjP3ZN2UHqO9dTFcSTRLKsFvtbB++3NDXURXtgP7Y1A/wCzGP0NXwtZtpJL/aeokw25wUGNzccdquebP2hth+L/AONTYZNimkUwSXGP9Va/+P8A+NG6bHMNr/4//jRYCndnOpaaO4kc/pU17lbOc/8ATNv5VXuWl/tXTwVtwQJDgBsdPrUmoNMdPuSUtx+6OcBs/hk0AedvwcGpbIZvYB/01X+dRMByc1NYHN/bAEZ81cZFa9Cep3euYGlz/wC8g/8AHqvNg5xg1m6wZzYEMYNrSoMBDn731q8xuQx2m2X6RH/GsyjmfGMpVLWIH5TliR3rk8Z713Ou6ZcalaD54jNFllCR7S3tnNcNKjxyGNlKsDgg8YoAuWFq97cJApA3ElmJ4VR3NeieF5NI0lJnmMotG4MgX5pj9e1cFYJKbV/s0Mkk78ERqSdg5JrdsNWsF0yWG8Z/PHEQPRPXitYtImR2WnfDhrGDNxCs1y5+YswA+gHb61w+q6adM0kfuUUy3csO/qVCGvSbn4maWx2Wtpd3EgbgKuM4rjvL1rxTFdWdvYRw2YvHmLSH51Y9qljNT+z/AAzpWjQuLqzunZBtSPLSOT2/Ol074e3uvOl7fxQada5zFbKuHYdi3pW34J8NaXYWovHtme+VipeYghcf3R/Wu1afLBjnPse9IDyzXF8M6HO1tJLBLMnyvHDESV9ifWqnhnQIdV0R7qxa3lljkKvE6ZZAT19+K7LxVfaLpmnXLXNvbNdXAIEYjBeRjxWH8NLf+ztKuJ3BSWWY7lPVdvb6029BFTUPBDpEz27w3KoT9onX5U2nt7ke1cdp8p0XVN5iMlnKxTMiDJA6kfSvWLy53K9jHcR2emRtundxvZ2Y52IPTNYOueHo9SaUeetmjqDCsg3SM4+6zAcID0xUMoEjt3QOkcRUjcDtHI7GqaRRjxBMNic2yn7o9TWN4c1OWK4bSbv5JI2KoG6hs8qa19+3xGoP8Vof0apEaOxf7if98ijCj+EfkKTfz0NN3nOMUxkgPsPyFUNNOJdQXI4uj29qvAkKcis+w4vtTH/TwD/46KALlxP9mtpZmPEak5rzaaQyzPISSXO4k+9df4ou2h05YQeZWxx3Ariycn0qlsIdbS+VcjJO1uDVOVDFcFehBx+FTOONwHIqO6O90k9QAfwpDLqPmPBGaAee9RwtujqQCmANxmm5xSsfWowTQA8UrcCmg5pW6UgG9qTJpRS0AAqzZzG01KzuhjMcyP8AkearDrRKMxH26UAamtPLY+Ib+AKHiWZiqt2B5HP41W+02c5HmDY3+3xz9RV7xM+7UYLsf8vNrFIfrtwf5Vis+5MbevtTAvG3QkmGZgf9khh+lOV72Phbk8euRWRjB4yPpT0klHSVwPrRcDW+2ankA3WQPf8A+tSGa+kODcMAe65rL86cHImf8TStLK/3ppD+NFwLzQA/NNM31ZsYrS8OvbSeIrGOMg7JPMY4zgKM9T9K5vyt3fP1rb8PgQHULr/nhZSEfVvl/rSuBm3NxLeXErO3yPIz7exyaQDy14NMX5UGO1KxyOtAClhik3e1N7Ud6ADOaXHFFFADgeKWk6ClFMBQT0pCcUo6Uj0ARsxwfpUFs4Rt5AY9s1I5+R/pVeIZNIDU3EsGLFiRliTXWaBP5tm8bHJjOR9K4tTniuj8Ny7bvbnh0KkUxGxZjOpanj++g5/3au7cmqVln+0NTPrMo/8AHavjioGAXHalwadu4ppNFwM65OdashnokpP6U/UuNLuv+uRqOcD+3LbHUQuf1FLqpI0m6PbYaAPPGAJYVa0pf+Jraj/pqoqp3Y1d0dT/AGvaf9dRW3Qnqdrq3NvCvrcx/wA6vn7x+tZupklbRfW6T+daOckmsihp61WutOtLwZubeOQ/3uhqyaT2/CgDnE1IeEfFthd6cm3yMM6E5DAn5h+Ve733gzw/4202HUU0i3kjukEkc0H7t+fXHpXz5eeXe+IJi5+RSEB9K9Ni8W3vh3w8NB024Bgb51uAfnVT1VfTmtUm0JmzJp1kksdxFawrNG2QyLt/P1rnNO1S2tfFGqaZJLuuJZzIoxwwKjP0rYi1m3ukPlyAOpAZWIyp9DXmVhr39k+Lb251GBmlkYjP8S80hHrdhbW2m2zpb/JGzmQhmzg/U9q4jVri/wDFfiWSw02+aHT7fDPMmcbwP1NC3mpeLPkL/YNKzztPzye1b8ItNF0p4tOtkLohKoWHzt7nvSEUIPD2m6Eh1C/na6uEwfPuWzt/3RXOW2q6tqlxfW2iER28tw7m6bg4PYelZF9rF7fa7bHX4XFsWyLcHaoHb611GnTW9vqeoRQGMRCbKAcDBUUDM7whrtxY6lLoWqsx3SExmQbiknrzXd2ivHLLPeTrMzoqN8uFIXkE571lqunPe/bWjgNztAMhIyKyvEM7S3FqyX4WA9UDDBbPBJ96QFDxjZQ6i76lpKmWa2z9rnThQewHqR61V0fVl1TUrV5OJ1tnSQY6nIOavzzrcWxt3kjSL/llHDJghR14Pv1Y1ye2XSL+3vIBthlJCqXBLDuOKGNHfkbuFJx0qRU2DGcmqdpOssMcykbWGRk81Z81ByXXP+8KgZIenrWbaPjU9TB/vox/75rS81Nv30/76FZVs8aa1qBaROVjb7wx0oQHP+KrnzNQWHOREuPxNYHSrV/ObjUJ5eoZzg+1Vj0qwDIZCDVaYfuu/BqypyMCoZR8jCkAsD/JjNW1OFzVCBv3dWFYlcZpgOY80gpKVelIBwGBSMc0oPHNNYCmAZNO7U00opAO7UpBMZptPXG080wNHUiZ/Dmi3B+9GJLcn6HI/Q1j54rZiHn+D7mPq1rdpIPowwf1rGpAJtyKcQMUUZ4oANoxQFFL/KjOelAAAMHNa9kPK8L6vN08x4YAfx3EfpWQa17g+V4NtlyQ0967n3CqBQBkZOeaD0pvbrmnD7tADT0paCOKO1AC9qM0LQetABmnKeKbSrQA/Ipr/dp1NbpTAryH9y5psHCZp0v+oempxGMd6QE0ZYA89a2dHfZdxmsROlaWnybJ0z0zTQHWWDbrnUW9Z/6Cr6njNZOnyPEJ2FvNIHkzujAI6Y7mr32lwMCyuT+C/wCNS0BZVd3cD6mg4/vCqv2mTr9huD/3z/jSG8lxxp04/wC+f8aQEMn/ACHYT6Wzf+hUayQNFu/93+tVTcTf22CbKbIt8bcjOM9etGsXMp0i5D2U0akDLkggc00Bw7dSPer+iAPrNqpPR8/pWexyxrQ0QldYtysRkbJ+UHBPFbPYnqddqP8ArrEf9PI/QGr6nisq8mna6sB9ilXExYAsPm+U8VdWaftYy/8AfxaxKLHXPakJIzjnjvUJuLgnmyYfWQU0y3JP/Hn+cwpPYD1vwh4H8I3XhTT7i+0y2kupYQ8sjZDMTXQDwB4NKBU0yHA6YY1xvhXVi/hq1iZcPAPKdQc454/StCbUZVX5SQPXOK4JYmpGTVjpjRi1e55DFo+kzWMd8QyJKu4RRStubnG9jn5RmoLbw3Z3GsTxTfvlREO7Lcg5zgnr9azNMu7rSdSOm3IygO0BunX9R6DpXWSaev8AwkimO6lZ/syyb93XD/db2r1EzlM2XTdOXxFBo1nZmSTGZmMzAIMdua1tR8N6Dpdq1zeO0UQHGZWyfYc81R1HQtSXxGNS0m9ija4zh2bGG7ir1votv9pgvfEGpC/uHbbBEvKAj0HeqEc9YeHE1y9W6Fq9tpycLvYlpT7ZqceHLNddvINjFEKbVLnoRXo5jQxgKAFHAAGMf/WrkyoHii97jy4ifrzQ42GNTwdpjgN5JyeM7z+dPPhHSAwTyMtjIBJzxW/GNsQ4ziuU8U3uoXbSado8bSSKMXEsZ5H+yDUsRFqHhOzjRpbWAs7rtC5JHt/+usDV/DRs7WzQOgmO4Mc/KMDPU1T0bXr7Rr0pOZGgztlikzkfgehrp/EUihNNu/OMiNLmNFXI2lffqaQHM+HZ7ZL82moRI8cuNrv/AAH/AArtP7E08Z/0SHPpg/41zl/p8P2Dzo/KgniBaPKnMi45BrW8Lax/aNp9nlP+kwDBz1ZfWoaKNFdJsF4+xQ/981j3lvaWt3qbi2iwtqrKNvQniulx6HFcj4mmMVzOnI86BB+TGkgOVPPtSZzTmpg61YCj5TxRKuVJ70U7Hy0AVYuEqaP61BHwCO4NTpmkBI3SkBpDQvWgCT+CmEj1p3QVpeHdHXXdW+xNM0P7iWTeoyfkXOKYGZnikFb3hDw/F4j1Ka3llkjWG2a4PlAEsR2GeBWlZ+F9IuPFr6LNdX8G9A0R2ozZ2knO047UgOSGMD3py1fe20stqJhvZRHCF+zeao3SknBBA6evFbniHwlaaNo0F9a3dxchiqtJtUxPkZJUg5GDxhqYGToY8231iy7zWhkX3KHdWIcZ46Hmut8Faas19PqU0/lW9ttgcBclzL8oX2+tLJ4Ogg17Ura4urmLTrC3+0yyNDiUpnAUL654z0pAcl0o4NbWv6Jb6YlheWNxJPYX8RlgaVNrjDbSGA96t6P4Pm1bwvf6ssrrLCW8iDyyfNCDL89sCgDmwVx14o4ziut0nwna3ng467PNecyyx7IAmF2gHLbue/aq39iaF/whh1k3t954l+z+V5a7fNxuHPXGKAObrW1jMWj6JbHr9naZh/vMf8K29W8GWem+F4dS868kmmtUm48sRgt2xndWhrfhGKXQX1OSWe3NnZRhXdV8lyAPkB67jmgDz0CgVteF9FttavbqK8nlggtrWS5cxKCxCjOBmtix8EWt/r9lawXk0lhfWTXkLiMCTC5ypB4zkdaAOMJGOo/OgHIruj4Btv8AhLrPRzfToLi1a4kjdVE0RAJ2n+HJxWbP4VibxXZaPZtcgTqGdp9rMg6k/JkYAFAHMA0rdRXZWvgWObx3/wAI/Nfsls8ZniutmNyYyDg9KreI/Bp8P+HrG+nui1zcTvHJBtGEA5B+pGDQByuaVTzTSaFoAlB46UhOQaAeKa1AEcg/ctUYPygVK/8Aqm+lQigCWM/zq3EQjBgSaqRCpgcEChAdro8odJEzkEBhWmcdq5vRLjbLESeM7TXRnjjFKQIaelIBmhzgU1akCmo3a/Lx922Uf+PVHrwxotwfcfzqWL/kO3Ptbxj9TUPiFsaJP/vL/OmBwZAyfrWt4dA/t23wP738qxz941r+GMnX4eOisf0rd7E9TrbwD+0tOHH3nOP+AmrxAxxjNUboH+2NP9Nsh/Srm44rAoCoIPSmtjA6U8fMwABJJwAOpNehaB8MZbyyN1q0klsrKWWGPh8e5p7iOAtdXu9GJurZQwQhnRum3v19KtyfEfTdRZnlkkjYDJzHxj14rc17RvDkNg9v9jV+OGlkLEtWWPAlhpelPFBO8FzcooklIBBzztANDw6auKOItoc14l0f7fa+fCP9IhGVx1YelYWl6nd3d6sdxO6sYjEzE4BGeNx7AV3RI9K4jxNa/wBmanDe2wAWbJePHykjrx6GnF2KPQLWOO6t0trjEllMNhlzsy4PAiQc4Hc1Vvb6PT9VMVxHHClvGSjHhcegHf1+tO8O6nb/AGOCWPyGvrrLB3fCoPQDtj0HWn+I9MtPEQj0tbhjqUAyl0U+R+7KSOOK0TJM7Qtevdc1WeGK4At8nYsmBtX6UmrRtZ+I5ooVLMbNHOT1IJrc0DwTp+jbbqSU3N2BlXPCqfYf41kXK3Fz4wu0QZl+zMHRuPlB4Cn3Her6AcbaeKNaa/2reuA7Fdp5VR9K7TSbD7PBJqllA7zFPmhJP7znlm9/SsPTNBvY/EH9oW0lmysTmLaSFH90jsa72LSb1rdFe5jhXOSkAPA7jNJDPP8AxjEms6vax6fbP/aDJmZAPujsG9629X0yaz0PR4VfbPHOiBiM/MQa7i206zsgxt4FRm+84HzN9TWN4qQDTrR9v3b6E9Pc1mxGC1nbmH7NE8auzs00kvz7GA6nPbNcReF9K1OK+tGcyA5k+TaufT2B969V1LToXhaeSF5okVg8IGN2ejZ9RWZqGj2cNnBHqEgXzJdkcMB+VlI6+pI9T1pNDIrG+i1CyjuYT8rjkd1PpXLeMGH2uBQfmEeT+dM02/TQtYeyaXdZuxVJDxkZ4bnvVTxLN52tTENkIAoqUMxmpnrTjSVYAo5qSmCnZxSAqA4kb61OvSq//LZvrVgH5aQBnNPQVH3NSLytAA1XNG1i50LU0v7MRGZUZNsq7lIYYIIqkfpTDigDftvFVzaanJe29hpsXmwG3eBbfETIeoK561CniC5h1pNVtLaztpoxhY4ItsfII+7+NZA6c0DHY0ASBjnPfrxxW7qPizUdT0trGaO0iikZZJnghCNMyjClsVgjGM5FW7jTryztba6uYGiiulLwlv41HGcdhQBZ0jXrzRJ3aARvFPtWaKVNysAcg49Qehrb8Q+J9TsfGt5dB45d0Sw+XKm5JICoIUjuOa5B8FCMVseIz9o/s29A4uLKMk+pX5f6CgCpq+t3WtzRSTrFHHBH5UMECbI4l9FFX7HxprenQWUFpcCK3tFZVhC/JJknO/1zmufApR3oA0JtXup9Ji0xii20U7zoqjB3P1/DgUz+07n+xjpXy/ZvtAuOnO/bjr6YqnS0AdIniS71dbHS7ix06UkR2sc7W/75UBGPmzS614q1A6tqlupje0kU2rROuVKqeCB2YY61R8MJv8R2ZYZWNmlP0VSaxncyyvITksxYn6mgDR0TW7nQbt7m1SFzJC0LpOm9HRuoIq0/i3U21L7cPIjZbZrRI449scUTDGFHb61iE96uaVpV3rWpx2NkgeWTJyThVAGSSewFAGnb+MNStryxuytvLcWcBtleWPJkjIxh/XA4pkfiu9t79r2xtrGxnaAwA2sOzAPUj/a96xJE8qR0LKxVipKnIJBxxTreGW5mjggjaSaVgqIgyWJ7CgDcPjHV3ngnlmSa4gt3t1mkXLmNuxPt2pmt+KtU8QQqmoPGwWQSAou3kKFH6AVl3VnPYXk1pdRmK4ibZIhOSp9Kib7uKAGEAChaG6UgoAlBGMUxqcKbINooASX/AFDVAKmk/wCPdvqKhXpQA9TiplOagFTx0IDTsJjEeOcEEV2yndGrDuAa4CA7Wzmuvs9TtFtIlluY1cDBUk54okBeNJnjjg1WbU7HORdR/maT+07EnAuY/wBamwDIQTrd6f8AplGP51W8ScaJJ7utLBf2q6resZ02kIAeeeKq+Ib62l0hljmDNvHQGmBxgPNbXhcH+3FI7Rt/KsZW6cVr+G5orfVt0jYXy2HQn+VavYnqdZMc61ZjHSGQ/wAqufoPesuTULX+14XWQlBAwztPXP0qyuovNcwQ6YwkvHcFNyHCAcliD1FZJFHsXw+8ELCses6nHl2GbeFhnaP7x967TxBrNromlTz3DgDaQq92bHAFec+G/jVpkl02ma06wTJ8qXSjEchHYj+GuY8X+J5da1B7lyRDHxCgyQF9fcmtIpLcynJ2sjC1G9lnmQO376aQKAe2TUnxHtfEF7D/AGpsMGmWZCQxh/n95CB2rOt2ivtc0iJA5ZrtS2UI4A969rktbe7s5ILlPMikXayN0IrVvm0RilyM8l+x3eedRk/79LWZqmnyzXmnxzXskiyOyHMY4GK6PhSQetZmrELcaZJ6XQH5g1ynWcZdafJpOrfZXl8uKQYjmUdQfX0967ax06PyI2tvEM6eTkPLgFAx6rGnVifWmazpkeq6eYSQJFyY2x0P/wBesDwhcppethbtDnPlnc20ITxk+wrSLE0drcaZqzQwNZ69eRgnLieJcqPYCsq40prLXrT/AImF+zywSb5fl3NyM49BXa6hpelWi2wvLuee+nIMbRSFfl7kKOi4/OotU0iI+IdGOwKsnnoDjO4bQRketapok5+30tftHmQ6hqKs4+Yh1ByOmeKtvZXIXH9qagR6mcf4V29tp9ska/6PGDjsKuC3iGAsMf8A3yKptJBqebnTrphganqGTzzN/wDWrI1/TL1NKaVr69ZEljJ3ucD5sZr1XU9Q0/R7Q3d9LFDEoJBYDLew96888SXeueKtEu7hITp+hR7WxKMS3A3AZx2FZXQ0cZbajrl9rD2VjJfTbJNrMJCcD14rpZdGlhkiZ576S5lbylYMSRxz2r0TRNM0vSIhp9lGkTBA5H8UgOMknvzWwbcFi56+mOAfX61Izw7WfDcqojWzyCaME7JV3bvXFcjPIzyM7csTyTX0Vrk0UWi3dzby2kk0UDtlmyQuOcEV85Z3Jn15/OkMjbmm04imk0AOXpQenTmkU4prvk47UAQH/Xmp8cVCAPOH0qbtSAcqjrUnAHtTE6U7tQBd0zQdW10yDTLGW58vG/y8YXPrk1qj4c+KD9/TBF/10uI1/rXOLNLCCI5ZEDdQjkZ/Ko2kkY/M7t/vMTQB1qfDrXcfOdOj/wB+/jH9aD8PNVXG6+0VfY6glcmFUjoPyrotA0K0No+ua0DFpMDYCAYe6k7Rp7ep7UAdPonw5axkXUdcu9Me2C7reAXigXTjtu7KO9UtW8J+I9b1CS9uLzR5XbhUj1CPaijoijsBXMa7rVxrt99onVI40XZBbxjCQoOiqO3171miNf7i/gKAOpb4e+JCuI7OCUn/AJ5Xcbf1q1f+DfED+HtMtv7Kne7tmlV448MVQkFehwe9cacqvyZB9QTW7Z3dy/g6/Ed1NHJbXSShkkYNtYbfWgClP4a162JEujX6Y7m3Y/yqjJaXUPEtrOh/24mH8xV2HxNrtuR5Ws6guOwnY/zq+njzxRHwdZuJAO0oV/5igDncjAINKTxUl3dTXt1JczsGlkYsxAABJ9hxUXagDY0L9za6vdkYMVmVU+jMQP5ZrEHAxjGK3LXEPg/UpAcm4uYovwALH+lYnU+1AG5oehx6pZ6tcyvIq2NsJF8sZLyMwVV/EmtbU2XwhoTaJCV/tm9UNqMq8mFCMiEe/r+Va3hi8t/Cnw7vtXurcveX10EsEccMUH3yO4BOfqK5HSdG1DxNqUsnmBUyZbq+uCQkYPJZj+eBQBR0vS73WL2OzsIDLO/YdFA7k9ABXpONJ+G/hcXFoUvPEl8pWG4YfLCnQsnt1we9VNJudLt7S7TT/Mh8O2IDX98wxNqD/wAMQ/uqT29OtcNrOr3Wu6pLf3JAZyAqL92NB91VHYCgCmzvJIzyMWZmJJY5JJ7k0EYBFN+lKOlADW6CminHpTaAJU5FEvIpFPtTn+5mgCJwBbPn1FQjpipm/wCPeT8KgzQBIKljBzUKVZTpTAmi++ox3611mjOr2jKVUlG67R0rlYSA4J9a6DQ5QbiSMfxCh7AbQjDdUUfgKkVVCnCjP0FPA+Q+vrTdpAORUAUbRVOq6n0wGjA4/wBmqPikAaNxgHzBzirtmf8AiZakf+mqj/x2qHis40pR6y/0oW4I4YHrXQeEFH9ruWGcRGueHWui8H86nNntCf51q9hHUswbXh1AFr2/3qzNQvXtLS71NJR5ksjWcIB5CgZY1oxnOvyH0tl/Vq4XVRNHezwsrYWViAR696iIympeaYIvzMxx9Sa9H022ls7CKGWVpHUck9vauP8ADFj9o1USOvyQjcc+tdyTkc0NiaJtOmiXxNpMksqxxxu7FnOAOMD9a9Jm1Fl+zLAElSSQq7h87BgnP8q5fRPDtrqWiXKXg4ukI3Y5UdiPx5rxvU4tQ0XUp7CSeVGhbHyuQGHY/jXPVoVXLmjOwQnTlo0eolgRnisvWXxFbP8A3LqNh/KrZYYzmsjXpymncc4kQ/ka2Ga0kqqTnjHrXPa5bJIwv4FBkQDzVH8Qrq9I0Kz1nRZr281AQzbtqJuwB7mmJoGgWUSNd66skqg7lToaqxXKbvg3X9Lh8NwSSv8AvyxjdsbnPofUL9Koz6zfT+NdLidmS2juG2NcpsIJjPJ/2T2rgBdroV886QebZuzGJHJXB+tda2qT6/Z6Pd6iqDTFvo0EcB+dxjBXH3ifemmS9D1GzJlt13GMuDg+Wcr+ZrC1nxbFa3X9l6PAdS1ZukUXKp7se1Z0mk+IrrTWsTey2sct2WacsvmGA9FI7Y6cV02h6Jp+gWf2awh2ZH7yRuXkPqxq27oRh6V4QkuZ01fxPN9t1L7yQE/uYfoO5qt4z1+CGLVNFuongZ7LzLaZz8kxDDIHuPSu38wHgCuT8b6Nb654du1uU2z2sbTROvJVh/QipQjctGBiglIGTEuCQM4KitJoVurdkycOpU7evSuetdRt7Dw1bX93LsgjtUkeQ+m0cfWuRi1DxB43aT7LcTaLouRsYKfMuM9MGgZr+NtC03QfBl7dWqMsqQC2jO/IAZuePWvDOnAPAro/FOmyaDqdzpq6pPexlVZg7nqexGetc51FAxjdaYakYVEaQCiom4NS9qhk60gEj5l/CpsVDF/rT9Ks0AKvShulKOlIaAIz1o4zSnp71veHvD8V7by6tq0ptdFtj+9m/ilbtHGO5Pr2oAfoGgwXFrLrGru1vo1scO44aZ+0cfqT3Paq2ua7Lrl1GxjWCzgXy7W1ThYU9Mevqa6G88cadLb26weH4ne2BSCK5fdBAueNsY6se7Gm3l94L1u0sp547jSbqNCJ7fT7UMJHznduY4A/lQBxeOOB+FOGa9Lt4PAUvh/bZGxWWRCJZtVmcTxH1VUGDWdoGl/D9r5odQ1i7uAIWfznXyYdwHAAHzGgDhc5U+tavhwGaPVrLj9/ZMwz3KHdXT2fh7wrquh6nHpt+xv7fZ5d1fziCNsnnavUgCtPw58OTZGLVW1OC6WRHEX2TBjK4w25j/IUXA8/0jw1rGuW1zc6dYvNBboZJJMgKAB6nvWdbW9xdNtt4JZj3EcbN/IV67q9zq97oUGkWNvY+GNCVPLaa6uFEk4zgnA5INc7/ZfjrR72fQdEe8ktrZ8Ce1i8pXyM53tgkc+tAHBOjRuySIyMvBVxgg+mKQV2dn8NvFervdzT24gnQM7C6kAeUjqQPTnr0qe6+Gvl6Ta31tr2myIzMlxLLII442XGQp6t9cUAc3efufCWmxDgTzyzn6DCj+tO8MaGutakxun8jTbVPPvZz/BGO31PQV3Z8G6PdaJDBf3xgmigWKzulcGOV2bICoPmbOeuK5rxVJB4dsv+ESsJ0n8t/M1G4QY86Xsg/wBlaAOu8X2I1q20SW8ZNK0CwshIW24I3nKog/icjGfrzXF3Wp3HiS4tfDmg2xtNNaQLFb5+Zz3klPfHX2rN1vxHqniGWB9Qud6wIscMajCRqBjgetXPCfieDwu19cHS4ry6ni8mF5WIWMH72R3zQAvivU7ZBB4f0qTdpmnkjeP+Xib+OQ+vPA9q5sEKOT+ddpH49tXktvtXhfRyv3Lp44cNJHnoo6Kcd6Wz8UeGdCv459J8PNdAPueXUHDMF9EUcD8aAOMBA59a34L/AMPWumxxHQpr2+dSJZZ7goFY9Air/WtEeK9F0y8Nzofh2MzmXzDPqL+aRzkhVHA9M1ak8aaRp2qPquh6CDqE0pmkkvyHWPPVY1HAHvQBxlzp97ZRRy3NncW6P9xpYmQN9M1UBPeu+1Dxro14wvH0q/u79SWSO+vPNt42PcL1x7Vwk0rT3EkxCqXYsQi4GT6DsKAFUZp5+7gimKM1IB8pFNAQt/qXwarjpVhxiB+1QUmA9Ksp0qtH0qzGRQgJ4uGXHrWlpUvk6ipP97pWbHgOOT1qwkmyfdnoRVAdyHAyDQTk9ajQl4lkyuGAOdwpC6LgtJH/AN9j/GosBUssG81E563GP/HRWd4tP/EriH/TT+lXLCeJZb4mWPm5JGXHPArN8VyK1hCFkRv3h4Vge1JAcavSuj8HYGoXH/XL+tc6g4FdL4OAF1dEkDEXdgM8+9ay2EdFGf8AieXJI/5d0H6mnXul2eoc3MILDgMDg0kJH9s3vzJwkY+8Pf3q5uT+/Hj/AK6L/jWeoyva2dvYxeXbxhB35yT9TUoG44HcgCnM8fA82P8A77FWdKiW61mzt1eNvMmVcBgT1ppXFJ2R3EC/ZtNWPPAUDFeWeNrNL+683hZVGN3rXsOs2zW7NGFxzkV5f4ggzMxbiupJNWOJNqVyV7e66fbB/wB+RVHxLZtb6Fva/jmdgCY/LGVrZfbjrWTqdl51heusTyFYicqCcfWuRM7gNnZ/2b5kV8zTiIM8fljbWVHv3rygGef3QrQ8P6VeXsEs8MO6FYgrsTxnHaqCIRKUIIINJSN1HQv63e3GpRLb3V0ZIIUAQGFRhfwrm7TVp7WeERyKhSdGR1AXGDwc9q7nUdDVdKju1vI2lkQboB1Ws25+GOojwbN4gMsCLGQyR7uSM4x+tOLM6isdhoL32tzTWuo6zfRXiANtATa6ZyCOOfrXT/2Lf/8AQw6nn/dQf0ryHw3eajJOthbITqMDGNJfM+aOPPIX1r0Ro9Ts7GeeUTgRKzkPJywFaGZtf2HeqhP/AAkGqEdT9zj9K4TxHrn7u40/SdU1bVLqSFt6Jt2qvOd/FZHi3xLetpllbxvNaSXRxOGc7ohxx79c5q8/9jeHtH8u3uYZ5ZU4Fu++SZiO+PrTQGXq+ma9D4EtdTvNZiuLURJttJF+6p6D3xUFlqfi3+zrbbcS2lvjCzPIqrs9lPtVJYLia1spNYlVbSOAPb2yt98c7SR9Qah1DVbrXpI7SK2Q+UflVAcKMY5P9KlsA8Stp4kh+wXst6zpvnuJF2lnrCB71Y1CBrWb7M7q7R8Er0/CqyikMCeKhbrUzLgVERzQA3NRyVJUcv0pANh5lP0q1VWA/vD9KtjpTQAKQ0vfpSkcUmAxSqyKzrvQMCy5xkelamu+ILjW5IU8pLWyt12W1nF/q4l/qT69ayjTaAH9aM9uuaB0pwx6UAJ2NLyfSr/9iap5kcf9nXW+UZjXyjlh6ioxpV+zzItlcl4BmVViOU+tAFUkH7wz9RUlteTWtxbus0iCGQOoVyAOecDpUzaVfrHFI1jchJiBExibD59PWoo9MvrtlS2s55S6FlCITketAF3xWpXxJd5yVZhImecBgCMenWq9xr+r3cUcNxql7JFGAEUzNgY6cVq69p93fQaZfW9tNIHs445CqE4dSVIP5Vg3VldWMvlXdtNBLjOyRCpxQBYk1rU5ppJpNRumllj8t3Mpyyf3fpVWJGuJYbfJKs4VV9CTTGidYUmKMInJCuejEdcfmK0fDcQn8R2Kn7qyeY30UE/0oA62XULLStR1bXPPjk1CB/senW5OfLYKFaUj0Azj3rgXdpJHkdizsxLMxySfWp3juNQuZ54oJJC8pyUQnljwPrUqaJqj3T2y6fdGaMZZPKOVB7n2oApjkZpvHqavJo+puiMthclXcopER5b0plxpl/avIs9nPE0a73DoRtX1PpQBTxTuoqzNpl9bW6XE9nPHA/KSuhCtnpVYdKAFHSn4455po6U6gBvY0ynGm0AOUgGpRypxUQ6VInQigCKUYiceoquOlWZs7H+lVv4KQEsfSp16cdagTpUyjIpoCxFkCpSdr5NQxHAOKefzqgOx02KG406F2hQkjBJGat/Y7bI/0eHr3QGs7w7Lv09l6bX6VrjqPrUPcDJsLe3d71jBF/x8sBlAegHFZPiuGOKyt9kaIS5ztXGa2dM5huT63Mh/UVk+MD/o1t9WpIDjvSum8IxRtLdGRFbaqgZAOK5ntXo3wss4rgamZYw+0IOmcda2auIZbx2/9q6gDFFgeWANo9KtmKHoIYv++BXoMOlaeWyNPQknklBzV1dC06Rf+QfGWx/dxU8gJnmHlRdo4v8Avkf4V0ngKziufGViSsapDulZtoGAB1rpv7B08ZzYRYH+yTXNeNL2Hw7ozR6fbLbT6gRbecBt2p1b8+lHK0D1NfxR49g1TXHtdG2G1s1ZpbgrlZsdU9h6H1rltcurPUtOiv7Jw0cozj+6fQ+4rLsPFmm+G9M1izNsl3f3a+WJ0I2Ih9B69a5Oz12GzhurUCRrd33xjFaqSTMZ07rQ7wkkd811un+L7HTfCE2mjT4fOaGRXdurkg81yKlSTg9K0NL062vTLJd828anKg4JOOK50jZnPaZqNwi2UUT7IHVS6g4GcUl5biK+kUjgtkVb8Px6Zax2dxqB8yERnainuDgVPrqKNQDxrtVgDgnpWcnaR2QScSnfCRUV9zFNuCOcCqIk8Q3fhjU47SK6l09BunYElUwa6CfVhaacluYEZJFOcjnNRQeJ44vDOp6ZYn7LBPbMZN5zvcDtVxMquxxkgmsLlNQty8ckZG/HB/3q9Sh8WW/iTRY4kl8mTCvdqEDfL6r6jI5FcLeXP9o3bXbBR5qqSAOOmKwrmK502UPbM6xnlSp+4fT6VRij2bVofC+o6KyXsdvdhct+5OG8wLztHVeO1ebX+oaHpomGhWy2gaPb9p3b5OewJ6H6VkTX93q0qHyRJdn7/kgqrH+8x6ZxWxpfh2NJluNQYTz5+Vf4F/CjUDH0zTdR1qCJppWitUXYJCcswz0HoK66x023sIRFBGqr39T9TUOh4GlKvTbLIoGOmGrQmYLBI5PAQn9KQHm+oyeZfTv6yGqycmllbexPrzTEODVASOO+agPWrJGVqBxzQBHUU3QGpajmHyUgGW4+c/SrlU7Y/vSPare7HamAtJnindRTDxSAQ00jNKTR2oAQVKGC4PuDUQ608dKAPQpPiQG1N2FnGbFYGWOM7t0khQLlznp16YqWbx3p11LFK7X9v5MwuFjgxiT5QPKb1UY4Jzwa867UdqAPRV8f2EE8dwEu5S6wq8DgbINhyWT/AGj0qivinR7ayTS459Sjto4123cQCylg5YjHoc1xGT602ToKAPRYvEOmroVjqA88LaXmJNw3Ox3lxznGcd65vxRrtnqsVrbWslzMsEkshuLgfOd7Z2j2FVtK/wBI8O63ajO5UjuV/wCAnB/Q1hg/rQB2ei+J9OtPC0OlTw+bcRyyuiSRqYyzldpLHkAYq1fXWmnXdRm0mOJbLT9OfY8Y4aRzgnPfliB7VwXHc1tWQNv4Q1ObvcTRW47cDLH+lAGz4c8TaToGlCJI7uSe4dTc9MRkKy7k9/m6e1adj420q2t5bJ5budBbLEt1cxb2kYOWO4Ag4HQc150Pp+dJ3oA7m78X2Enh+O0jlvGuY3XynxsMYD7icg8gjoD0z1q4vj3ShcavJPaXNyuqTMJS78xw4woHrySfwFed+tHagDtPEHjK01bQJdNgheIgQBZMf64IuNr88Y6giuLpuKdQA9SDTiPSmrxT8cUAMNRjvUpHFR0AOXkYqRRg9ajSpVGaEAycYjaqY61duGHkN+VUloYE8dTLwtQx4HaphyM0ICWLnOacTTY8bu9I2SeKoDpPC82ZZo+xUH8a6UZ4+tcZ4ek2aogB6qQea68SoMZdB/wIVDAztKz9mnOetzL/ADrH8YMPItvq1a2kSR/YnBlQEzyH7w/vVjeLypjtlV1OAx4Oe9C3A5HPFdt8PPEdroWoTR3pdILnapcHhT7iuJre0jw5c6xpN9d2jpI1oVMkIPzhCD84HcA9a1vYR9B77f7CLq3W5ukxkC3YEnPtWHc6rPISi6LqgHQFnKk/lXlvhjxxqHh8iymmaSw3ZKjkofUGvVdM1pdZhMkFwCSuV3Hg/TB4+lWtRNlYPqc4/c6Xdpz1N0w/nXE+PYNR/syJrtZI/Lk3KJJN+4HuPpXfTX7JIQz7iBwEZqzr949QiMdxGsq/3XBPP40/ZtiueF4L5ZjSIhkkChgM9zXsjeGNFlXK6eqjo3ynr9ah/seCJwkNhZPGOMMnNL2Q7lM2N0v/ADEZTn/pktKkN7HxHqcoyMH92Oa03AxUXHp3rnuVY5S3srl9MjdbtsK7grsHHzV0V9p9y0Ech1OaT92DzGv5VT0lN9vJGTjFzIufTmvSfsHhG1hjS/1KeaRUG5EB9PasazaZvRkktTzfUrG4GnRyG/kc5wAyKMVkTWMqWEqi5fHlsSoUYPFetSap4N8oWkGjzzbxtV5f4Seh5rzq8t2j+0RcjG5f51cGTUlfQyLW3mNpCRdyAGMHAUccVIbaQ/8AL5P79Kl08E6ZbMe6CpZAK0MiGG1kUALfXCD0XaP6VditZQQf7Rux+IqssgBxmrkb8UrgQaVbO0Eqi+uUCzuCFK+tWNRt5LbTLmY39y5VD8rEYPb0qLSW/wCPz2uX/WjxFNt0OUf3mC0AcO3t6Ug60hJpBnPWqAtxEMuDUEww3FSQtTp0yPegClmmy/6o04ihuYmFICC2/wBYT7VbFVbb75+lWQeKAJBjFRtTgAKaaAENJS4ooAAKdSCl7UAOHSkzzQOlJigB2aa/3aB0obpQBs+EyH1o2rDK3cEkHPqVOP1rDZShKH7ykg/hVrTLn7FqtndDjyplY/TPNTeILb7H4hv4AMKJiygeh5H86AM/sOcVt32YPCGkxYwbieW4b6cKP5VhE/Lkc1u+JQIbjT7IH/j1so1I92+Y/wA6AMQUvFNNLQAvGKSiigBBTh0pvSndqAHqKdTV4p1ACGoj1qQmoz1oAcvSpVqJelSL6UIBJ8C2f1qivWr04xbvVFKHuBYj6VOPu81AnQVLnNCAmQgHikx8xJ4FCdac4IY+lUBY09gt9CSAV3jINdn9gsyx/wBGi6/3a4KN/LkUg8gg16Asu6EMvdc5/CpewGZpljZvpyO9rCzM787Rn7xrF8VwxwfZxFGqAq2cCt7Rx/xKYG9dx/8AHjWF4wP7y3H+wf51KA5X69K7HwhbxS2k8pDK/mBA6sQcEcjjtXG12ng8hdPm/wCuw/lVsEV08NxXU13JHMVjDMse48hweh9RVfTda1HwpdyRiKNj0McgJU/7QxXRaWc205I63Dn9afe6fa6ggW5j3bfusDgj8aSk0DM0/EvUWOTp9gT2JRv8ajk+JOqSYzZ2GB2EZ/xqT/hF9N/uy/8AfdA8MaaOdkn/AH3Vc7FZFZviJqjDH2WzH0jP+NMHxB1VTxBZj/tmf8altdBsJZbsNExEcuxfm7Yqc+HtNH/LA/8AfdHOwsjr3PNMbhQc1MygjqKqyjDcHisxmdp7lGvF/u3TH88Gul1MZaOVTy8QNczZqVuNRU9ROD+a10dzOV06yfPJQrz7VlVLgZExmWdCqt8pB6e9XNUhBvJeg3gNge4rPnupWV2DnGMjFa9zieGyuB/y0hXPuRVRCRzOmj/iUQAdgR+tPeMnqKXSo8aWo6kSSL/48asGPjmtCCiY/ap0zj2FSmMYoWP5cGiwEGmHE18v/TfP6VV8USEWMCZ+85P5CrFkD9tv1Ax+8U/+O1leJ3I+zIxzgFqaA540gNKTTcc0wJojg/jV9I1lTgjNZqcVaglKN9aYFW4iaKQ55HrUXWNvpW5IIZYtsgGKx7hI4yQh4qQKtt99vpVoelVLcfO30q2O1ADiOKZTz0ptACGk7UpNIelAAKdSLTj0oABQaAeMUYoABSN0pcUEcUAR4JTjj3rd8U4nl06/GcXdlGx/3l+U/wAqwvWtu5IuvBFjLnL2d08B9lYbh+uaAMrT7drzUrW2XrLMqfmau+JJxceJL915QS7F+i8D+VTeEEDeIoJmX5LdHnbP+ypP86xmkMsryEnLsWJ9STQAdaKBxS9RQAUlFJ3oAUdKcOlJmnDpQAop2aavWnEcUwGsOKZUh6VGaAHCn9KjHSn9qSALj/j2aqKVcmObVvpVNDQwLCcipVFRRnkVPmhAOQc06TOKYGxQWz71QCdWzXd2ThtLik9Y/wClcJkZHBrsdKkV9CQ5AxGw5PoKT2Am0gD+yLUf7H9TXOeMTie3H/TL+tdFpQUaZancB+7HBYVznjBgbqDGDiL1z3NStwOayK7Xwkv/ABK5D6zGuJ/Cu38KMF0fl1X96xwSB2qpAX9K/wCPDd6yOf1q4cYqlpLqNLiJdcktkbh/eNWmeP8A56J/30KgA4z1o703zYwP9ZH/AN9Ck86L/nrHn/eFAFTT+Rdt63L/AKVbKg1Q02eFbaUmWMbriQ8sPWrBuIc/6+P/AL7FMDUaCRXCm+uz75H+FRfZpWkO29ucfh/hWhtApNoBzQIxrazkOqagn2ycY8tsjHzZBrZNg39kRSPqV0Nr7cfKQP0rPifGvXg6BoI2/Uith1aXQ5UTJKyhuPTNZ1di4GI1rEkTH7RcsB3wMfyq9a2ZuNLinjvrtVWQpsLjC/pVlpLhtGfTtkOwsX3t94e1GlReXpF1EZFciQSYHbNTB3HJGDplmzW86i7uAVuJFwCMdfpVhrOQf8vlwfxH+FS6WMHUEHa7f9QDVl1rW5Bm/ZnH/L3cfmP8KBavn/j7uf8Avof4VbK803FFwMyC3Y6peILqdQBG3DdeKxfEgK3yR+Y77Yxy5zXRQbV1u6z3gjP6mua8SNnWJR2UAfpVAZA6UCkB4pM0wHg1MvTNQLzVheVzQAkkp24zVV8kdaldhUDnikAyAfvGq0oqrbD941WulMBG4pO1KTmkPTikAlJ2paKAAU89KaKdQAg606kFAoAWlxkYpKXjueKALOk6Nea5qCWFnHumkzt3cDdjIGfU17FpXwz0nStIlh1m/URXMkMxSRsHCpkrj13Eisz4OW8Edpq188TF4wCW3AjCjP3eoI7GmWmleJvipez3+n3hsNPSQpvckAY6AY6n3pCNGP4d6TFaXjaJeCaeS0eL90wdndj0AP3VA715FrGiXegalJYXyIs0eN3luHU8dj0P4V6Vd+GvFngfUI59SukurTpHdJktu9M9fwPFavjiFfE/w4h1JI5Xms2LAQqgXI67h1xihDPEePenEjHSm0uaYBx6UmR6UvakNABxTx0poxilFADlxmpOpqIdalBoQDWFRNUrdM5qLGaAFH3aceRTacelADZP+PV6qJVqT/j3eqydBQBMnFT9s1GkRbpSs2DtFADs08DiokPPNSg5oQET5GTXTaLb28+iTvJDG7xhsEjpxmubkPy9a3vD8xXTdSj9It36U2Bq2OmWbafbM1rESYgckdTiub8VQxQXcaQoqDywSB+NdhZNiwtxnpEv8q5Hxec6in/XNf61C3A52uy8N2dtLo/mTQI7b3+ZhnoK4yu58OZXw+D/ANdP5VTYibTbCzfS4Ga2iLFSclc96sHTbEf8ukP/AHzTtM/5Bdr/ANcxVg96kZWGn2R/5dYf++KcLG0yP9Fh/wC+RU9ISBzQBl6TaW7WAZreJiXfkr23VbNpbZ/494f++BUOkcaXD77j+pq0femButtY8g/Wo2iyevFWMDHQ1ETjPBoAx3Rl8QlQT89p/Jq3LNZP7Pvo+T+73D8DWTMP+KgtTyN0Ei/qDXQ6SwE0gwDuibg/SpqaxHHcwQ/nvlSzfh7Va0KGSOW6V4yqSREA46kVLZrJPP5KPHFuXduYY5B6UyxnmGuQxu5KFmQjtWUS5FHTztvtUXv54P5qKvsMiq1qoTXNWQ9QyHj6Vac8cA1sjMrOhpmMVYP3eRUbIdnANCAyvua8w7NbL/6FXK61J5mq3J/2sV1sqn+3ozgktbnjHo1cTfMXv52HOXP86pAQY44oKE9qQ5FOWTsaAGDr7ipw5EZ9ajbDcjrToj8woAgIPc80jdKmlADng1BJwKAC2+8asZqvb/eNTCgAzS9qTGaWgBKKU0lACindqYKd0FAC0YoHTNL2oABR70maUZxQB0ngfxLFoGsublbcW1wCkssqsxQY7bea9h+GHiCx8OJP4c1R0tPMma5sZ5RsSeN+e/Q+xr5zOMkmtrS/EVzZBbWVY7q0eVHlhnXdvA7bjyB9KAPob4pahpcmg7I9Q8y7kcLFBDIGDHPOQK4jxFLFoPwyh0+4VDc3ILmNsggk8hSOjLxkHrmsaDVrXTtU1q0sNJtIJba0lmEoyxLHG3Gc42g1wWr65qGu3TXN9OXdyGIz8u4KBkD1OOaARn/jSdqU0lAC9qSiigAp1NANOFACjpTx0pnanDpQArD5c1H3p7fcqMdKAA1IBxTO1OXgUANb/VsmOtR/ZpUYBkIz0pZiVViO1aFjdxy2mJmG5OhPWhAEgS2s1AxvI5rNLZOe9S3EvmMx7Z4qvgnmgB26niTHeoyvFOVSxAAoAcgMjcVs6YxijvU/vW7fpVSCHyk55J71JBLseYk4BhYfpQB2FqP9Eh/65L/IVyHiw51NR/0zWuxgZfIiG9c7FHUegrjfFpH9rHHZFH6VMdwMDFd1og2eGFbP8Mhrhq7jS2RfCZy6A+U/BYZq2I09PTGnW3/XJan2e9R2jxLZQDzEGI143D0p5lj7SR/99ioGG2mSjEb8dFP8qUzxDrLH/wB9ioLi4h+zykSx52N/F7UwIdJU/wBlW3HVMn86tlPaodMwdNtgrDIjGRmnz3IiO1SpLdPepcrAaRsIv79x/wB/jUZtUHSSf/v6avEcVCwyKeoGPdWyDVtPHmTYbzFJMhz07Vsabp0DXsKu9zhuDiYg1nX4232mtj/lsV/Na2bMiO6t3I6SDmiT0GipLbW8TPGonyrsnMp+tVSkRuI/9YvzqSfNOcH0ra1OK2i1O4Ds5xIDge4qjP5Fs43Wj7tuRv4rGLZo1oU7myjt/E+oQq8+0xxuv7w5I96mFjGRkvPj3lNTX21vEPnY4msEcfgacx+XFbJ6GVit9kixjdNj/rqaQ2kYHDzf9/TVgdKGxii4GPPAo1q1w8vzRSf8tD2xXIPgyynrljzXZ3QxrFgenEg/QVxRJaR/94/zqkAx1Uj0qBgQeassmRioZI2FNgRinocMKZS5pASSnc9VpOlWZAGt1kXqpw1VXOaAC3+8asgcVWg+8atDpxQADig0YpaAGd6D0oIANFAC4NKOlFFADu1HajtQOlACUvagiigCFhzQv31+opW6mk6CgDvJAR4r8RhRydLJ/wDHFrhEHAyewrvgufF+rD+/oxP/AJDBrgE+6PpQA80h55oPSkzxQAuOKSl7UlAC0Y5opaACng02nCgBTyKj6VJUZ60AKPWlHNNHPFOB5oAhuB8jVFCcKcVNc/ceoYfumgB560qik70+M/MKAHrEzdFq1Db4GSOafE4VMVKp4yeKYDSpC9aiUBpgpxhuKkklVV65NVEkJnQDqXH86GB3I020RR/osWQoHTvjrXGeJo0j1d0jUKuF4H0rvG5781wnic51mT2A/lUIDErtLO0tv+EU81oIzJ5LHcV5zmuM6V28B2+D1HrD/M1TEaMWn2fkRlraEnYvJXk8UpsbQdLWL/vip0xtUY6AfypxNSMrfYrU/wDLtD/3xUgs7SON5DbwgLx90fpUmOtV7yCaaHEQJ+909cVMpWQmZN1rIdjbQRJEuwHcvU1T1C5YwyMpIPlqnbv1P196k1PRL2BYZ5FVGwFIY4yKpXAZrIo67W28D1xULV3Fqej7gaZilMkeP9ZH/wB9Coy4PR1P/AhWwyjqeVewf+7cr+oNaYbZtPo2f1rL1lwtrA4ZSVuYz1960i6FD8y/mKTGjR1mKFr15Wm2b4kkOB3FU7yeC6uIzctLMVBQYGOMcVe1FYLmGzkNxED5BjcAgkGsyVbUMG8x3IwcLisI3NuhDcSxy32nvEpVDaOgB7bXqQg1UeaD+1rOKBWRVjlHz+5Bq4cY+8PzrbWxk9xtB6UuVx1H50jEY4K/mKLCM2/41LTWPTe4/wDHa4d/knfB43Gu61E/6XprErkXGDz6qa4W6BFxMOmJD/OrQEwXcART2jDDpVWKcoQGPFX0VJBuU1QGdcW5Q7h92q54rbePcvSs2e2aP5hyppNAMt8OTGTjcMZ9+1VGB3YPY4qdSUbNF2o3rKv3XH60gI4RhjVgVFFGwUSEfKxKg+9S9BigBc8U3Jpe1HSgBKQ0pFIaAFpaSlHSgBR0pwpvelFAAetFLSHoaAIu5qeythd30Fuz7BK4Ut1xUB6U6GZ7eaOZAC8bh1B6ZB4oA9LWzSXWJL37NeW801k1p9lkUFgAoUSE/wB3vXmbLsdk7qSK7u71RrjxIIUjhVYrBpEVnJJdl3kE9+SRiuEZmZyXGGJJIxjB70kAUhpaKYB2pKWigAFOpvelxQAtOFMFOFADz0qE9al7VGwoAAKUDFIKd2oAiuuEb3qCH7prQFnNfOkNum+RwcDOOlZ2GjyjDBU4IoYEtCNg5qEOWOKuWsKsPMlOEHb1oAnQ/JTjPhMGqskgDEjgdgPSoGlLdKdwJnlBpbRw15CAM5cfzqryasWeEuoXPG1wT+dID0VmJJ9c1wviU/8AE5l/D+VdoLu2csRcw5z/AHxXE+ImVtauCpBG7qD7CktwMqu3GB4TjGOsaj/x6uI7V2TXEP8AwjsEXnJuxGCNw4+amxG9jHGeBRxjNVze23P+kw/99ij7bakZN1Dj/fFIZbjQySKgPUgVbGuxWDSeTAgAIVtwz1OAR+tZS6haKfluYge3zjrWNeSPi9Q8MoSRT3IArGqmxS20L+t6jNqLyrIU85RkccEdh9a5KK7Kkg5OT0PatfVLlpYoryLG3YoJXoG9Kk8M6F/bWqGcTQpHEpmk80fKFHXNFJWWpMTtGs7XZ/x7Q/8AfAqH7Hbf8+8X/fIq2ehqJq1VyzJ1q1gTTHZYIwVZTnH+0KviztSh/cR8+gqtrXOkXPHRc/ka0IcmFD6qDTYIvPp1hLo1jIYIY2WQo7bOWHvWdLHYrYi3ZEKqSSVjAbg+ta0flv4bcSEjyZw2ay3+xmVlHmOSzZ/GsE3c1WxmPa2Mmt2CQWxGVkLF+c/Lmrps7Yf8u8X/AHzUcMsMuu6UkcJQkyLuz1+U8VcZe3occ1qmzNlb7Jb5/wBRH/3zSG0t/wDnhH/3zVg8E009KLsRl6lbwr9jIhjA+0qCcdeK4m6IN1LjGN5/nXca0xSzjcY+SZWrgpi3mtuHViatAN7U+KZojnP4VHkYpe1AGtBcpJwSAasGCJ1PpjmsFHKnNXJL8ralV6nrTuAy5gjjkIVwRVd/mhZfTkVEZi/NNVyGxmkBJDK7IIz91TkD3qXtVaAHew96sYoAU9KKKO1AAaaetLSE0AKelL2pBS0ALThTe1A6UAOoxwaUdKP4KAIO5pVYo6uP4TupT1NNPIIoA7uBgfEkCtHcMJtMY7hncTy2Rx61xE8jT3U0rfedyf1rvdPNn/wkfh13RnSXRm8zdIT82HH4dK8+7/jQAtFFFAC0lHekNADqM0gNOoAKctNpV4oAf2qJutTdqhbrQAlO7UlKBxQBqaEB/a1tkAgv0P0rG1EBNSuVxjErcD61q6KxXWLTHeQVm6sn/E4ux0HmtQBHFtCZA5pJJmYYXtUZf+FTxTl+lAEeGJpyqalC54qaODd2xQBAEz2NXbSyZyrMMLkdaswrbwryuX9TVrz4yflI57U0B0ohi2A+THyo/hFcJr+0axcBQAA3QD2FegLjYn0Arz7XznWLn/fNStwMz1ruJbeP+xLMeXHuZogTtGTk1w9d9IAdO0xfWWL+VNiLv2eEMf3MY5/uClMMI6Qx/wDfAqZhTTUjIPLj6eVH7fIKoaxb7XWeH/WKuGQ/xj2NaUY3Toh+6zAH862fE3hg2cjLIkr2iYWOSL70YPr61nNlKN0ecxII52tWJME4DJ7Gug8BXsVnqsunXI3QXamNs+npReeG45TbR6RqHmzBDIVuFETKM8kZ7Uy98HeI9N2366fKwjw7ywuGBz0Ix0ojd7E8jOrYjFRE9arfbkA/1U//AH7NN+2xn+Cb/v2a1sA3Uhv0q7X/AKZNVqyfdYwsTndEp/SqV1cxvZzoFly0bDHln0pNMvIhplsSZCRGAf3ZoswOjsB52m31uVJzggDrVe7ihs7mRDbESKFY7j61FpmpwxPcIVnbzIsALEc57U2TVHnKsIZC5jwWaIkkisWveNYvQruRv064URxNFfqmwLyQwPOatXS+Vcypzw5xWPrF5OUgdg6qlzG6jyyO9aV9fwyXRkXzAHAPzRHrVoze4lITVf7ZD6v/AN+2o+2Qnu//AH7amIp66D/ZchA5DKf1rmFiW4XDKOfzrpdYnifSZlUvk4/gI71zFuTyhHIyK0igKd3Zm3bK8rVXNdCYEmTa5ODWTd2EtsxIBZOxAptAVO1KCGXBpvQUZqQImUo2O1MfrVpgJE9xVV+CKAJoDliasUhtjbxwEk7pV3EY6DtSigAzxSClpBQA6mEU+mHrQACnU0daeelAB2o7UtFAC9RSA8Up6UUARt/Wm1I/0plAEwu7gNEyzyAxoY0Ofuqew/OoM46frTgKQ9aACijtR2oAKDR3ooABTqbTqAClHWk7UDtQBKOlRP1qXtUT9aAEpwplPHSgC1p8y217BcyHCRvk1m3dybq7mm6eY5bFWJf+PeT6VRXb3oAUDvkVKpyMCkSNHNWFiijGS/PpQAtujBt23getWWkBHHFVJbs7Aq4Cj0quZ2PQcUIC7JKOmM0xN7yqiA7mIA+tUvtD5xV/SHY6pbl0ZlVtx2jJxRcDv1UrGqnqAorzzXP+Qxc/75rulv4XwcSjnvEfWuD1dxJqdww6GQ0k9QKPWvQJF/c6Uv8A01Q/ktefjsK7qW+h36aAkxCNk/uz/d7U2BsnpUTZAzUB1OD/AJ53H18k0x9QgI/1c/8A36NSBPG+yZD/AHWU/rXtENxa6jbbhtJOGZCfQZrw5L6IsFEc3zEDmI+tdj9tns1kaMbgoYjsQBsH9aznFvVFwa6na/8ACJaXqLkXVnEwWAjGOWLetZt54FktbeL+z9Vu7YiyKyYkJXaCOAPzqzo3idkkKSyAk3Bt8ScHIHQVrz6/a3GnSMyldwaEFeaiLa3NOXseWFTio+R3NSFjtp1nY3WoTeVaxNI/oBwPxre6SuzFK5AfmRx2KkfpVXRnJ0a2O7ouP1Nd/pvgHIWTULnGf+Wcfb8as+DdD0uDQIibZHeOWVCz88hyK5pYqEVc1VCTOT0gS/2kpVZNpBBIBwKbNFcFlBuAq+Yy9eor1R4oliMccSIrA8KmK8lvPItr24QeYxinzjHQmsqddVXoXKlyLUy9dgWGxzLO5ZWjbac9A1a+oMskNtKhJXZtBPXrWd4kv5LzS53eDLqAu72BFaEokk0iKR4wuxwOPQiupbGDRQ8xqTzjnpSkAUmBWlySpqxLaTcjn7n9a40TiCdmkzuz92u01EZ066A/55N/KuN8RkLcW20Bd9ujHHc4qlICwmpIw+VcfjUwu/MGBjb6VzCzEE4OanS7wR1FPmA0bu0VvnjHJ5IFZzoQSMYqyl2ccHNEsyFAWXmgCmCUqWO1a8uIkiBLOwUj+tIZIWPSprC4FtfQyJxhxn6UgNPxFGIr23RR8qwBR9BWQPStvxQP9Nt/+uZ/nWKBz3oAOnalo60d6ACmt1p+Ka/agBop3agdKXFCATNOBoxQeKAFPNApB1p/bvQAxhlajAqU9KYo55oAB0pMU8jAplACUUUUABoxQaQUAO6ilpBTjQAg6UoFAoHWgB4NMk4p4602UelADO1OFNHvSigB0oH2Z/pWao5rSf8A1L/SqMS5oAmj+UZprMSeaGbikJz0GaAEIpCPWpEhlmOEjZvcVfh0jaN93Ksa/wB0HJoAzbe3e5k2RqT/ACFdbpcdvDNYwxgCVZW8x+7cVlSX1vbR+Vax7QOCT1NTaDK02sRA8nBNAHX7uRnrkV5xqrZ1O4P+2f516OAcg+9ea6kc6hP/AL5/nSW4FVcbhnpmu7fU7aW6sisjbYclsjGMriuEXlh9a62JMBdyHP8A9arSEbf9p23TzT+VJ9utz0k/Os0BBj92akAUjiFvxxT5QuXjdwYOJeT0rfttUtb21nhdhCY4QFZjy5LJnH5VyRQDB8tse+KcSCcf56UJCZ6XHaebdWckO2aKTXZAjA53DArIvC8WgM8bFGGrSJwTxx0rEsNXvbGC3EFwVSB/OiXHCv61sLq2n3WgWtndOy3h1I3M7BePLI5YUOmnuNSaJ9G0eXWLwQqSsa4Mj+g9B716LZ2VtpduILOIKB1bHJNc9omma1p+lp5N5YqZhvYNASRn3zVxk8QBf+PrTT/2yYf1rxcVVcnypnoYekoxu0b0bnOc8561zHhPUVabVdMC4e2vZTz3BOasFfECoxNxphwM/cYVxXhyXVY/GOqxRvZ/aJJiWZ9208Z4xWFOleDVzaUrNHqbsTt5rzHXo54tXv8Ay/LUNhwT9a7R/wDhIhHnOlf+RK4fxLFqI1cvc29rI8kZGYmbaRWuEjaT1MsQ9DN8Qy20uiyokm2UREyYP3jWl4ZSLUbKaxDOxkiVgz/wtisK5Fw2nTD7HAm6E87/AGq74bvLxfsnkyWhd4gAjsRkV6Um1HQ5I2bsyW7sbmwlaK5jaMrn5ivDVXjjeZ9kKtIx6BRmvRVm1ueBVltNJlXHG9mNEUms25/cWOjxHuVZga5ljFbU0+rNs5dPBWpXWl3Us+22TyHIEnJPymuQ8ceFobbRNAvrN3cz2wEm89wO1esXM/iCa3lRotOO6NhjzH9CK8v8ZXN//wAIV4ejuFt1QFvLMTEtgDHNVSrucgnSUYnmssEkDYkjK+5FN4xWotwxULJ849G5prWdvLkxnYfTtXccxmg1IspA55FPls3j6ciotjjsaAHmNZAWjOD3FQ8oechh0zUywSnlVP1p00TeXucfOP5UAbOuS+ebCQfxW4JrLA7mrN47Gy00kdICPrzVccg0AFApCaVaAHY4pjmn5+Wo2NACr0p1NU06gAooooAXpTs5FM605aACm4p2KU8CmwGGkPSncUw0gG9jRR2pB0oAdniko7UgoAcKUdaQDilHWgBaF60UUAPHWmPTlPNI44yKAGDgUCiigBzAmJue1VIdoA3HGauDmNvyo1DRb3To0mnQeU2MOpyOe1AESJEc5ORU6GFBxCCfVjVBC/QUpJH3nP4UAaf2yTbhcKB/dGKrSzO/LNmquc9CT9aGYkYoAHYnitnwt/yGQf8AYNY6pmtrQFlgvUkjh8wsp43YoA7EMeK81v8Am+mP+2f516CtxdHrY4+korzy7ObqQkYJYkj05oW4EUYzKg9WFdqIJOhA4964yD/j4j/3x/OuwnmlErAlfxq0Ia5cScAYHvTfNlzjaD75qHfJuOFQ5+tSp5pONqfU0yQ8ybcPlHX1q0Tlx/ntUQR167fwNOH+sUe/anEZoJxGP92kbjcf9mmq3yD6UjNkMB6VohHvhTakaAcKoA/KmtHVh/mKn1ANIVyK+RmryZ7cfhRW8oMpBHBFcLp+m3g+IWoTxx4jilRmOexXFehquB2rEtx5fjPVU7PawSD8CRV05NJikrmo/wDqTXE+LgguLWXeyrnHy/Sup1C42L5ScZ61wHjvWIrKwtrcFWuEcEr3ArowsGncxru6sYZaBrbHlO5IdMs1Q+H77y107bFGvAUsRz6Vyt9eXcryfvyoWbOAexqhFc3VqVkiuHUo5wvYc16iV42OLqfRFjfsqBZhkDuK0RIHXKnivO/CHjS31tlsb1FhvSMIw6Sf/Xrf1281LTNKnuNOVXkj5ZXHb1FeXVwl5aHoUqr6nUAFsA9+OleS+M4TL8OtGuM5FvcSRn6FiKyP+FieIRKHF0gwc7dnFacWsR638MNTsJE/0m0bzvqC+f61tQoSpNNlV1eJ5sXYGlEjDgU94yBkg4PQ4qLgHrXqHkk63DAYbkVILnamQoJqrketGaAHtdTHkqKYs7O21l68ClB5rU0Ozhn1DzJCMRjcqHuaAJNWtzbWumxnqIjn86zVPFbfibJezOeMMKwx0oACM05aSnAYoAD0phHFPY000AIPan+lMWn9qAENLRRQAo6U6m9qXBoAKXtRj1ozgUwGHrTTTj1ppOaAG0mOKXFFIBe1JR2ooAUdKWkHSlzQAClpPWjNADl606Q/LxTR1ob7lOwDR0pDR2o60kA5BkYrZ8W3B3WdtuO1YQxX3rGT/D+dT69Kz6xMDzsVVH5UAZoVz3wPSnhFAoHApc0AIQMcUBeKKcq8ZNAD4kBYZ6V0Ohg/b4j28pwPzFYCYA4NdDoOfNtz/wBMHP8A49QB0JOAT7V5jdH/AEmQ+rH+delMeDn0J/SvNLjmZz7n+dCAYpwQc4rpY7kz2KzgbmX5W+tYNksbXcImz5ZcBselbBt203VZ7CRgY35jOcgg9DVoQ+O6fBzGue1PF7IR90Cq5OPlI6e1RkkHtVAWzey8fuxWgpBkX8MVgtIVGSa2oW3tGcgg46UkBeQHyxn0oY4DY9KTOI+tRu2A/PYVrsQfQenTfa9LtZl5zGM/WrgXI6Vw/g/SdK1DSHSW3Z5YnwW81hwenQ10P/CL6Tx+4mH0uH/xr5itCMZtHsU5Nx0NMKdxABrDkHl+NJM5+fTAfyepT4Y0zJwt2v8Au3TisK/8PWKeJ7VA12BLYyci5bOVYd/xopRi3a4TbsaV1L5EFxezY2RIXOfavnfU9Wn1fVby7kYkyEkAnoAeK9m8RaHFbeFtRntpbwSxxFgDcMw/I14lHql4ZdvmKOD/AACvToRVmclVsfe3DCRgB8siq341SZ8xyDPG7Nab6lciOJhICWQ8bB1FU4tQul3hWUBjk5QHJrpjaxg7kFtNJbzpPFIVkQhlI6g19EaVdjW/D9nfMu77REA+fXoa+f11W75G5MH/AKZivavCeiC48J2M9zc3kcsoLbYpiigH0XtWFdLRm1Js8v13TxZa3dW+0BVkOPxrc+HFql7f6paSgtHLaOrD8M1W8TzzWXiG6t4ZmdEb70uHJ+pIrX+Gdquo6xeRS3E0fyEjyW2k59/Spm7RPQmm4HF7FZdhGduRVGeyZfmHK1q3MP2a/u4DnMczoefemqmTyeK64apM8iSs7GEUIyKTaa3ZbGOUdMN6iqkunOnIAIp2EZvStLRHcanCV7nB+mKpyxMg6cetWNJcx6jbnOPnHNIDX8UfdtPq1YIrb8TsWktAzsx2t1GO9YY5oAdTvvCkUU/gdKAGGkpWptAAKeORTKkX7tAABxQKOlHWgAp2aSjnPWgBT1pDS/WkzTAaeKaadSGkA3tSUUUAHailzxSUAOHSk70o6UAUALRjvRS9qAEXrSt92kpxHyUAR9qBSc4NA60ASwLvlRfV1H61NrabddvB1w4/lUVo227gP/TRf51JqRM2s3hJBJlPtQBRwe1KEJq5HZk43EAVOsUSHG3PvQBQSEscAEmrsWneYvzuVPpVnCKuQmKaJwDkHn0qrAUZ7V7Zs/eT+8K6PSo/KntlOOLPcfxasRrhpZFhGPnIX9a3ltp11cxpdFdlsoDeWOBnpUsDTk4R/wDdP8q8zm/1rfWvQJYrpYZP9MVgFOcxDmvP5eZWoQFjS+dUtv8AroK1PEAdNXG3pGoYbR0HvWZpYY6lbhGCt5gwSM4rqo4Ll9Su1a6QnYoZjEDkHNDYFBYmu7dLmNCdw5wec1F9gusHEDYPfFaGilrHUJ9MlIYA74zjG6uiZCuNjDp0BrojHmRD0OJbTbrB/dMe/TtTIXutMcefE5hPQ4ziuzCMfmbIHQ81FLGjRsWyU9DzT9mO5kW+oQXHKOOegPWpyVZXyRg8VBe6FZysjQSGCUjJweDVKTSdUtl/dTJcIDyAelK0l0Foz2P4eXH+lSxE8SQqwHuBXoAry34fux1SybPDW/PvxXqI46V8/jV756mFd4ifx1iaqn/FUaKf78VxH/46D/StznIxWNrQK634ekH/AD9SR/8AfUZrnpO0jaewxoY50ltbgfupkKMPY189+IfDdx4d8TPZ3EZEZcmJ8cMp6Yr6Qu7VlPmpkjqazNU0zTtetBa6nAJNv3HHDJ+Nd1Kryu62OacObRnzmYCYoiiE4lZaqrA6scqcBitey3PwwIB+w6nEUMm8CReR7VnaZ8PIpNc1C01C9G22ZHPlfxBhmto1zJ0jhPCXhe58R6zHbJGwhVszSY4Va97vJLfSNMJB2wWsW0fgOKfY22naJp/2eyhS3hXlmPU+5NeYeOvFw1JzYWLf6Mh/eOP4zUtupJHRRpX2OS1O6e/vZrlufNcn8M8Vs/D/AFRdK8WRNIwVJT5bZ9654SDHSoTIyzMynDAggjqDWko3Vj0akUkje8TIIPGerxDp9oJA+tVAuAPSqWoXs19fm9k5lkALe5AxmrEF0rAb0rqpaRR4NVWmyyTtTINNVtwINIDnPQgH8qVgdvDD6VbMzIvYyg5BwDUNkwF1CcHhx/OtoorjDjP1pgtYUlRlPO4YFKwCeJs/aLb2Q/zrGUVteJAxntm/2SKxhUgKDxThTQMnFPOFoWwDTTSOKU0lAAM4p4+7Te1KOlAC9qTpS0YoAWj86Np60fN6UALTadgkUhFMBpPtTTT8cU09aQCU2nUmKAEoFLxRQAopaQUd6AFpRSdqAKBCZp6nKmmU+PrQMjPcU0dKfIpBzTcUALG2JI/Z1/nViYbr24kz1kJzVKToBnHNX1QGMEuue/NCAckhPBOalRM8npTY4txH3QPXNWvLYDaNo/GqAqvlejVDu5z3q48QHDA59QagkgwMqc0AWNPjWfULcMg++D+Vb4J/tu4P/TBP51k6DFvvGc8GJc/ia1Y+dYu+OkUY/nUsCW4/495fZD/KvOJP9Ya9KugBZz/9c2/lXmrj5zQgLujDOsWo/wBsV2NuAdUvj6bB+hrkdBGdatv96uvtOb/UT/00X/0GkwKWuRNA9vqEeQ8TBXI/umrf9v8Ah4hd1zeggDpCOKtTxJPBJE4+V1INc4fCf/T5/wCOVpGbSE1c1n13QDwLi8Iz/wA8Bz+tN/4SLQ14Et6w9PLUVlf8ImP+fv8A8cqG28OLced/pOPLkMedvXFP2rFyo05dd0OQg7r8Y6YRRTh4h0YD5m1F/wDgKVQ/4RZO92f++aafDMY/5em/75o9qw5Ueh/D/UIbe7s5JI7iRUgIxHEWI/KvSR4lsP8Anlej62rVyfwlic6dNckkBcxDn0JzXoiyOT95v++q8TFyi5no4eLUNDGPijTRgEXg+tq/+FZOveJdPZ9HdDcfu79GO62ccEEenvXZF2xnc351heKXYaZaS5JEV/btyf8Abx/WsIONzZqViR/FGk7CDJcEH1tX/wAKpya5oshyJ51Pvbv/AIV07MwLfOevrQrNj7x/OhSUXoLkujjpda0tRgXUo64P2d/8Kw7TVdO/4SvUma6ZY5IYcExNyQCOmK9Kk37OWJ59a5hSU8c3J7yWEZP4Oa2p1k7oh09TO1q50PUfD91Zi/ZZHQlD5bjn06V45b6WJrsRTzxLFnkq4Jr6UDfJJ1wAeK+bNYjkt9fu3RWiZZ2KkqfWtaE+ZO5vBNKyLN3o8Hn7bWRERRyzv1pkelWQ1KWJryMqkatkMPmPcVUhs9U1WbbHHNPI/otdZonw0uLnVntNVk+zEWyzgKM5BOMVvzxitWOTdrNnG6onk3eUCrGfu4INVBJxy/5V67e/B62eACy1J45B/wA9EyprIf4Q6qmduoWTfUEVdPFU7as8+tRm5XR5+JQwyHanhyP4mrvpvhRe21hNcy6nb5ijL7EQnOBmkf4X3A0FNSh1HznMQl8oR9iM1osRCT0Zk6U1ucGsjZwXP1oDsZowSx+Yc1rppEYUZlY/8BqRNOhjYNuclexArZSTWhmZ3iRWVLckg4LdGzWGpBwK3PEKgQQkAYLHoKwk4IOKQFkRjbmoXxnGalEmFxux+FMY7hjj8qAGUUvGMUnegAzSgj1pUA9qccDB4oAbkUYNOPbihTnqKdgAE4ozj0pwIB+4v50pOAW+UfhQAgI6cUE4pwkOONv4CmFiRyBQA3g5xUZGal+Y+gFNKkcdaAGhCR0P5UjA+hp4Jxg5pM57mkA3acZwaTBp546g0n50ACqfSkI6nNP3cZBNNAyc0AApaUL15FOwAO1AEVAJp4Ge1GKAHZ3rioTGVPJqTdt6fnTGOaAGxwtLOqj9a1orbMfzKOPaqOmoZdTtl4OZACD6V3D2Fs4IMC9e1AHMbFQfKMketNJRgcxj866J9Hs2/gYfRjVKPS4ZL64hy6rEqkHrkmncDFYxhflBz35qLzMdGat6Tw/Gxyk7D/gNRjw9JnP2hf8Avmi4D/D6N5E0/J3MFzirUPOr3xPHCD9KW30qGG1EUgDsCTkEgHNVINPtnv70GIEKygfMfSpYF+9bFjcEZx5bV5yc7jn1ru72yt0sZ2EZBCHHzGuDP3j9aaA0vD4zrdv9T/Kussf+Pm/PJzMP5VyehRJPq0MbjK4PQ47V0dlp9u7XRZSQJyow5HQChoDWyfQ0nB6Cqf8AZVr/AHG/77NH9l2v/PNv++zSAt98Vn6a37qcjPzTvUo0yzBH7s9f7xqnp2n20lsWaMk+Y/8AEfU0AaJNMqA6baf88f8Ax80w6baD/lkf++jRYD2H4bRLD4MjK43tPLv9chq6xM818c0VxVMFzu9/w/4J1QxCirWPso9BWL4tH/FMztwCkkT/AJSLXyfRUrAWfxfh/wAEbxSf2T7OPJz2PNKowM18YUUngFf4vw/4IfWn2Ps2TmMk1zciZ8cwD/npp7DP0f8A+vXytRQsAk7834f8ETxPkfZCxbec1Xm0qwuW3TWkDt6sgNfH9FCwDW0vw/4Jaxlvsn2HHaQWifuYI4x/sqBWUWH/AAmiYABfTWGPo9fKNFV9SfWX4f8ABE8Xf7J9i9+9McHbmvj2io/s/wDvfh/wR/XP7v4n1xfDdpd4vrA//oJqPQG8zw5p3HBtUB9xivkuiqjgWvtfh/wSZYpP7J7R4r0g6VrMgAHkTHzEIGMeorAOewrzaiu2EXFWucrd3dHb60iyWiFgflf+hquNChwpWaQEj0rkK76w/wCQba/9cU/9BqySl/YUR6zSf98inLoUOf8AXSEfQVp5p60DMS40iCIwgPId7hT7CpD4ejPS4fH+7VzUBj7Mf+m61dPBPPegSMlfD0Q/5eX/AO+aU+Ho+1y34rWsDTifSgZgLooa9a3E5yqB92KkPhuQni5XH+7WhG2NZkz3gH86vg8UXAwl8Nkdbn8lqYeG49uWuW454StgHJp5Hyn6Gi4HnTXiI+3YSASM+tRm9BP+r/Wq833z9T/M1GKAOm0bTTq0EzicRGNgoG3NXJvDDxQSSNfZ2KWwE9Kd4PP+iXZ/6aL/ACroLs/6Fcf9c2/lQBzUXhaW4tYpkvQPMUNhl6U5fB9z/Fep+Rro9P8A+Qdbf9cl/lVsYoA5UeDpO96v/fJqG78LtZ2zzm93Be2z8K7Gs/Wx/wASe4+g/nSAwv8AhErjORex7T6pTv8AhFJR968Q/RDXVDOAPQUu3jNFwOV/4RSboLtMf7tQXPhySB4ES4R2mfYMrjBxmuvIwOtZ98T9r04es5/9BNMDn/8AhFdRzxNAB9TS/wDCKX5OGuof1rrSSKQt2NAHLL4RuOjXkY+immDwz5eoQ20t4SJVZsqmMYrrdwPSqE7E61ac9In/AKUCIbTw/Y2twk8YkZ16bm4B9a1MetG8D65pN/FIYh6c1Rt+dY1A9gI+fwq9u3HpTvDVpFe+L5bacFopJY0YKcHG0nrTSuBERzSYr0//AIQvQ8Z8ib/v+1Rf8Ip4aPAbn0+1/wD1619hIdmeaEe1Z9nzf6if+mqj/wAdr1n/AIRXwxjG8f8AgZ/9emReC/C8bTyxLIxc+ZJsui5474FHsJD5X2PLNT40y5x/zzNedt94/WvpGHwr4V1S1YCOYRyZQb7kozj1AznFVZPhX4JibEsEyE84e+I/nTVCaFyu9jw3w0M65F9GP6V1GmDKXLetw9en2nw48HWcn2m3jkBTjf8AbSQM+vOKtQ+CfCsKN5e4KXLMfthIyffNHsJD5X2PMyvFJg16ifB/hkBc5AboTd9fpzSHwf4a2O4WRwilm2XRYgfQUewkHJLseXbSKo6XzpyH1Zz/AOPGvWLXwz4Vu4fNRZUQkgebdbSR64Jzj60+HwR4Ut4FSPIjBOM3ufc85pfV5ByS7HlxFRkYr1lPBfhmZtsau5HOFuyT/OnnwD4fPW3n/wDAhqfsJCsz5fooorEQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXf2Dp/ZlpmJjiGPo/+zXAV3Gnuv8AZtrll4iXuPSgC+ZISP8AUuP+B0LJF/cl/wC+xUG9f7w/76FLuT+8v5imBHqMkXlQkJJjzl6sKu74ufkl6+q1l6i6fZkw68SqevvV3fGc4ZfzFFxFlWhA5WbP/Aadugz0mA/4DVTzF/vr/wB9CjzF/vL+YpDGh4v7bbPmBTbjHAz1q9vi9ZvyX/GskSKNXHzL/qPUetXRKo/iX/voUAWw0Wf+W35L/jUpaLacebnBxkD0qiJ8cArj6ipVnRhnevQ9xQB5vN/rG+p6/Wox1FSTD963IPJ7+9MC89R+dAHY+ESotboHf/rF+6Ae1b92yfY7gASn922Mgelc94UdVguRvX769/at6eVfsk+XH+rbuPSgCTTXX+zLXKy58peij0q1vX+7L/3ytUdNkX+zbb51/wBUO4qzvH98f99UxEwkXHCS/kKo606nRrjCyZwOoHqKs+Yv94f99CqesSKdJnBdf4e49aNANITR46S5wOw9KDL2Cy/98imI8bFQZFx6g9qml8hZSIZNyY6kijQBo2EcpN/3yKz9QZPt2mALJ/rm6r/s1ob1/vL+YrPvnX7fpuWX/XN/EP7tFwL5KHvL/wB+6YViP8cn/fs0/wAwEcsP++hSF17MPzFAIavlj+KX/v2az51X+2rUAv8A6lznYa0fMUc7h/30KoSSK2uwfMOLdu49adwLieX03Nn/AK5tTsR9Cz/9+2oDqP4l/OjeuPvD/vqlzAITGvAZ/wDv2an8HMp8bE/Nk3SAfKR/Carh+PvL+YqfwbIv/CZlt6/8fa8lh/dNOL1A9c1AxDTbkzyeXF5RDt6DFcxYXK2s+nwiKzvEdfKjeNsyKp+9kensRXVs8EiFHeFlPUMykH8KYi2kTboxbI3qu0H8xXfGSSOinUUYtGHbWVj/AMJRd2wt7cxpAhVAo+Ug5496j1m3jg1uBIp/JW//AHdwqEDIyOfbNdEBaCTzB9mDn+L5c/n1prLZSNvcWzt03NsJ/Onz6j9t71zFvzb2vifSwWiijjhYckAKO1Uddv4dRm06S3mt2g80gFx0YEA7gf4a6iRbKQl5RasehZ9h4/Go9umnr9hx9Y6fOilWimnY5uU6a2m21ql/brcxXO52Q4Vn7nOOB79Khu70S2N/ayQWiOZEd5rdgUdiw9+uOeDXViPTj0WyP02GneXYlAuy0KZyB8mM0c6GsRFdDiIpHe606K48oRWs3kDOME5yTWvq1rFDrsEUM/kx6h8lwiEAEev410BhsDx5dpj02pSslm7bnW2ZvVtpNHOgliU5XSMbxPa2kWmpL5MKyCSNFbAztB6fSq/imGK3srNIEgiiM+7aowSx7jtiujka1lXErQOBz85UgfnTWFnIFDi2YKMLnacD2pc5MK1rXMXRGP8Ab+qCSSB5fkyYuAeOwya6Kq6LZxvuQWqN2ZdgP6VL50X/AD2i/wC/g/xpOSZlUkpSuj48ooorzjMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr3nw//AMixpf8A16w/+giiihAaQ6Uz+OiimBFd/wCpH+8P51Ov3aKKQDh0oHWiimBXP/H+f+uZ/nVrtRRSAcvQ0idDRRQBylz/AK5/rUS/eoooA39G+7L+FaUn+qk/3TRRSQC2X/HnF/uCp6KKoQVVvv8Ajzl/D+dFFIC0v9aeKKKAAdarXX/H1af77fyoopIbLBpR0oopiQ09Krn/AJCsf/XJqKKBFkdKTvRRQhin7pqnB/rLv/fH8qKKYD+1NPWiitxjlqvYf6ub/rqaKKAG6n/yDpfwrjP4zRRQBs6F/wAfkn/XM1sWP/Hon0P86KKBFiiiijuNEM/+ql/3TTbX/j1h/wBwUUUAPfrTKKKEB//Z", "path": "000036.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000037
Men Tshirts
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", "path": "000037.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000038
Men Tshirts
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", "path": "000038.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000039
Men Tshirts
{ "bytes": 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", "path": "000039.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000040
Men Tshirts
{ "bytes": 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", "path": "000040.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000041
Men Tshirts
{ "bytes": 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", "path": "000041.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000042
Men Tshirts
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", "path": "000042.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000043
Men Tshirts
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", "path": "000043.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000044
Men Tshirts
{ "bytes": 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", "path": "000044.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000045
Men Tshirts
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", "path": "000045.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000046
Men Tshirts
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", "path": "000046.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000047
Men Tshirts
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", "path": "000047.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000048
Men Tshirts
{ "bytes": 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"path": "000048.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000049
Men Tshirts
{ "bytes": 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", "path": "000049.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000050
Men Tshirts
{ "bytes": 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", "path": "000050.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000051
Men Tshirts
{ "bytes": 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", "path": "000051.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000052
Men Tshirts
{ "bytes": 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", "path": "000052.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000053
Men Tshirts
{ "bytes": 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"path": "000053.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000054
Men Tshirts
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", "path": "000054.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000055
Men Tshirts
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", "path": "000055.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000056
Men Tshirts
{ "bytes": 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", "path": "000056.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000057
Men Tshirts
{ "bytes": 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", "path": "000057.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000058
Men Tshirts
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", "path": "000058.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000059
Men Tshirts
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", "path": "000059.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000060
Men Tshirts
{ "bytes": 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", "path": "000060.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000061
Men Tshirts
{ "bytes": 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", "path": "000061.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000062
Men Tshirts
{ "bytes": 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", "path": "000062.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000063
Men Tshirts
{ "bytes": 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", "path": "000063.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000064
Men Tshirts
{ "bytes": 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", "path": "000064.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000065
Men Tshirts
{ "bytes": 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", "path": "000065.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000066
Men Tshirts
{ "bytes": 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", "path": "000066.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000067
Men Tshirts
{ "bytes": 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", "path": "000067.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000068
Men Tshirts
{ "bytes": 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", "path": "000068.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000069
Men Tshirts
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", "path": "000069.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000070
Men Tshirts
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", "path": "000070.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000071
Men Tshirts
{ "bytes": 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", "path": "000071.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000072
Men Tshirts
{ "bytes": 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", "path": "000072.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000073
Men Tshirts
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", "path": "000073.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000074
Men Tshirts
{ "bytes": 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", "path": "000074.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000075
Men Tshirts
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", "path": "000075.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000076
Men Tshirts
{ "bytes": 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", "path": "000076.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000077
Men Tshirts
{ "bytes": 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", "path": "000077.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000078
Men Tshirts
{ "bytes": 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SpxxQaAEiAAzjFSVEWyOhppnHQA8daALFNY4HFRecpIGeTUmQOpoAjcsRgcnNOjQ7ckc09UAJ4pw70AKOKa3Q06mkcGgCUimFRUpHFMI4pAIKUnimnpSZ9aYDj0pjOEGWPFIXIfHb1oIWQYIBFAAG3dKXGDQqhRgUtAAOlFJmgUADDvTFIbvTz0pmBnpQIdjHelzTQDTgCKBikUAUtAoAQ9qwda8VWGjKyvIJJgOEU1n+N/FB0az+z25/0iQckfwivFdR1Ge43zlmYknnOeaaQjrPEXjq61IMqSGOM/wKeK4C+v5rhiS5qq8rtyzdah83Kmq0GSMT1z+FRluuaXeWHrUbGpAazA1EwzTyc5pp6UgGhc1ZtmxGR1KGoFp8cginB/hbg0ARarDlkuF/iGGPvWtqJNx4F0iY8vDNJAfYdahmRZoXhxww49j2qa1Bl8C6nCw+e1ulce2eD/KkBzIzThn1ptKCcUAO+tHPSgHigUAe0/s+6OLu+1e+kRTtjWEFlBxk5PWus+NFna6T8PpzFDAss00aKyxgMOecGovgLElp4HurhSPOuLk8DGcAVn/tB6kP7F0ixzl3naQ54yAP8aAPn7GDjmkx9aXGBSZoA6TwziDTtcvT/wAs7Mop92OB/OuYPX68101uDbeAbuX+K6u1jB9hzXNpG00ojUZZuB7UAWbC3Ekhlf7iDj3NX3bZEXz8zcU+OPykW3XBUdT6mqssolkIX7gOBTAAMKBSAHPFKDxR1oQE8UjKOTVlJiCMGqAPanh9pHNMDettSlhxhuAa6zRPFlzYyKYbhl9Rnj8q87S42+9TpeFeg5poD6K0LxdZ6qFjmZYpz3J+Umukx3r5gstXkgcYkIIPFeqeDviAsrR2OpScE7UlPb60mI9L61DIzeaQvbrU2fk3A8Y4xUSxt5hcnr2pDIjHuYF6RoywyDnHarZGeoprRqenFAEP3FQnj2qyrBhkGoZIg/qCKWHKqFPUUATgUUgb6U7cKAExUEqgtnoamdiBkcimqu85bpQAkaADLcmpccZqOSRV4NKgZmJPA7UATDkYoxijgUbqAFpD0NJk0hJweaAJ+1MPoaXPFIRzSAXGelIUpVpxpgQuoYYIpFUKMAVKRTG46CgBKQ0Z46UEcUANozjrS4ppAzzQAu7jpRR2o60ALmjcaMUYoAXOabLKkMLyyHCIpYn0AGad3xXHfEzWxo/g25CPtmu/3EfY8/e/TNAHkniXxYmqarPcZLJIxGM/dFc5HN5dxJCWykg3KaoTZmsnK8SQt27rVOG7ZZE54zxTvYDSmby329s1H68cU6YbwD1NQqxPfpSuA9WZQcVG7+tOLYpjDNADc0pNMp3agBR0pGAYEGlB4oFAE9tL5sZUk+ZHw3vW1oqi4tdZtP4pbMnHqVOc/rXObmhYSJ1HX3rf8Mzp/wAJHalGwsweFvxWgDkOeOO1KOlbt1Y29zLMgIhuVYqR/C+D+hrKuLK4tG2zRMo7Njg/Q9KQEA6UpPFIOaXGcigCe21K+sSDaXlxDjkCOUqP0p9/rGpat5X9oX09z5Qwnmtu2iqeKTjsaAHdqTtSc/5NOSKSYfu0ZvUgcCgDotW/ceENFtVJzKzzke5IAqnZWhs4g8i5nkGQP7oPrWzrRitr2whK+ZLbWiKq9lJ5OaoSP9mQzzsC7dFHf2oAr3TCCPaD+9bpjt71TXAGBSkySuZXOWP6UgpoB+RRx60gxmlxx0oAUGnD3plLnNACkA96epA4zUVKOvSgC5BH5jYNXReiG7ESEBUHJ96zoZtvGce9UJLlvPkYHq1O4H0p8PdfbWNF+zzybp7YAEnuprssds18/fDjXjpOqWzzPiBz5UpJ6A9K+gMggYxggcikA7pSEgdaMUSKG6UAJQB8xPegc8UoGDmgBCmecc0za5bDnj2qUUE4NADUwM5PHvTDPgkA0513rxwahjGdwI+agB0SFnLMQas5xj2qMI0afKM04KSOTQA7mlpBmnYoASgjiloI4NAEmR60vWm4pwGKAE285zTqKKAEY4qInJqQrmm7aAEFGKXGKWgBhXNRMCpHpVjFMOM80AR7gelKDmhkwPl61FmVc5A/CgCekzUYZ8DOKXNAEgPIrwf4za2bvxHb6ZG+Y7KLLD/bbn+WK9wuLhLa2lnkICRoXYnsAM18oa7qcmra5e38hyZ5mf6AngflQBVspRHc7G+442nNZ0oMM5XHAY1OxKuCOopl78zrIP4xn8aAL0bbkBB5pvIJ4qKD/V9aeCaAHE03NK5qMNQA6l7UmaDwtIBM0BsUgowKAF6jHaprCZrPVLS4XgLMpb6ZqEH0pZc+VkdRQBtazFEuu3kLMA3mFlBOOvNVQ13brsRg6Hojcj8qm8Sos2oW10DhZ7WN8++MVlrLcQL8ku5R/C3NMCy5s2b/AEmx2v8A3o+P06VGbTTJDlJ5o89mANNGptjDR4Hop4o+12zH5kI+qUAKNOsAONROfQx0osNPT795I30SmGeyyAV/HFKbi0X7uT/wGgCVRp0WDHavO3rJ/hVuGSe5mggVVhSSRV2KMd+lZp1AchIj+PFaHh6ae68Q2e8gIjGQqB/dGaQE+vXkUWv3kn3nV9iqPYYrDLvPJvlPOPy+lSTP9ovLic8GSRm9epprHAoAMcdeKTGKbuOKM5FACk8cdaATikpaYDgeKKQUtACijJFJQ3SgBu4gHmqsCGWYKO5qdvusfaqsbFRx3pAbaXQhg8qEnbnJc/xEelfS3gzVxrPhWxut2ZAnlyf7w4NfLyvkLntjHtXs3wW1fzLe90x2yRiZAfyP9KYj1vFJ0pcigigY0MM89afUEm1nwTinZMaHGTQBIOaa5wDSRvvXJGPrTh1NAEMcjmQjtT+BOPemlAJMg8mpdmeT1oAko70inilxQAoooxmjFABQelGKD0NAEnenZptKBQAtFFFABSZpSaSgBjLk0AYFPzTaACmlTmnUUAJikIp1IaAIivvTelTEUwpmgDjPibqv9meBr3a22S4AhX8ev6Zr5q/iJr2L446id+m6YrYxmdx+g/rXjp+7QAFcqagkyYMH+GrC+9ROOCO1IBbZsqasqKo2x+U1bRxtpgK/Wo6UnNA5oAUUrfdoFI3WhgIOlLSdqUGkAoHel/gNGeKcgyDnoaANPUsT+GtInBz5e+Fj9DkVjYOBzWvCDN4Puk729yr49iKx6AGnrShcDIpcU7Py0AM2560YNPzS0ANA/Gtnw+fKkv7noILVjn0zxWPj0rYsQIfDGrz95DHD/WgDGThAKU5IpvanDpQAhNA6UEUUALRQKKAFJpw6VGacp4oAeBSNwKUUj/dpgQsfkY+1V4Vz9Knc4ib6VHCcR5xSAnQ8nnp0ruvhhqI0/wAYWnzYSbdEc+44/UVwSYxmtnRbg21/bzx8NG4YfgaYH1bkADkYxTg4IzniszS7ltRsoZyPkkQMD68VekjITaOgoAru4abjJwe1W1GRyelVFGD8qnNWEY7dvRj60AJJOF4UZqRG3rmomhYnIYD8KlUBQB1NAA2MjNPOcCoWYFsGphwo5oAA3tTs0ACkYcUASA0UwHFPHNABQehoxQehoAlxRRmigApKKKACgmikoAKSlpKACijNGaAENFGaM0AIaKKiuZhBbSzEgBELEn2oA+bPinqX9o+PL4htyW+2BfwHP6k1xhbNWdSuWvdSu7ts7ppmf8zmqgoAVeG5pJRS96cSCMUAVITjcKnRu1QIMM3samSkBKaRSKVqaKAJBxTSTmnDpTMMzbVBJPYDJpsBaAcUKruwREZmPQAc1J9luBJ5Zt5d+M7dhzj1pAMFSKRikaKVCVeGRWAzhlIOPWnCKVYlkMLiNujlTg/jQBqaEPOh1ezJ/wBZal8f7S81h1s+HZNniO0X+GXMbfQ1mXVvJbXctuytujkKYxz1oAiozxSyRyQvsljZHxkqwwR+FIFZgSFJAGSR6UAKOlJUkUE8y5jikcdyqkgUq21y67lt5WX+8EODQBHmtaQ+V4OiGf8Aj4uyx47LWYIJ2iMi28jR4zuVSRj61rarDKmg6PGIn8tYmkZgMgFj3oAxOcc0oPalRWkIVEZmPAVRkmjypRN5JifzeybfmP4UAJ1oFPaCdJBE0MiueilTk0jQTRMFkidCegZSCaAGjrSnigJJ5mzy3354Tac/lTnRwm8owQHG4jjPpn1oAYeactMORSqeaAJRyKa3Q0A8UhOKAIpBmJx7VGv3Bj0qV/8AVt9KhHCj6UASp6VctpDFKjY6HNUozzVlWPSmB9I/DXUDfeFI4mbL27GMg+nUV2OM8GvIPg7qh+2XVizf62MSD6ivYKAGFcdBSYA5Ipx600kA0ABOKbgDJzQsisSOM0/A9KAKxUu4IPWrSjAApqpggjipAD60AAoIpaXigBAM04GkHFAoAdQehooPQ0APooooAKKKQ0AFJzTS2KA9ADs0FhURJzSE+hoAeXGaQyCmgU7AoATdkUmTTuBRmgBu8iua+IOpf2d4I1KYcM0flg+hbiumzXmfxq1DyPDNtZhubibkewoA8EPQUzvT2plACjrT1FMFPFMCowxM+O9TIKhc/vzU6fd4qQHE0KMmm96cnSgB2cVreE5oIPFumy3LqkCzfOz9AMHrWQ1Rn6ZoA73Q7eDQviFb3N1fWD20rSurw3AKDOcZPQVJeatPZ+ONMuRfxpGWVHaO7FwNmecnHFefgYHHHtgAUvH90DPtQB0Gq69dSeIdUu45km87zIUYgHERJxj0NdZqN/aXHw/MUmoWoKQRiGOBwfMYdVMZGVPvXm69sdfYUKAOQADjgigDpvBd1bW2o3QmlhhuZLcrbSy/cST39M11eqXelW/j2xnmvo2meyYedKAywSkfISe4zzmvLpF/d9iK1vEn79dMvR/y3s13e7KSp/TFAGt4uuw2j6VaX17Bf6zG0jTXEDhxsJ+UFgOcVoeCrrQNL0SZNTvI1m1VzCyCMOY4xwM/3eea89AOCO3XHvTgOepz1PvQB3uj6xZ+G/Cmq23mmW5OoBYvs8oRmQA85xyKpad4jurfwLq9r/aBSYzRmJOMlSfnxxzXIAAfTGMYpcfTn9PpQB6U99FL8O7G2tbu3Ekdo6yqbwRsG3f3MfN1q5Hqmm6fph0lrkLeNp52JK48jdjow/venNeYWEAuNRtYto+edFHHbI4qbxBMLjxDfP8AeXzdvPtQBr+ALqCy8WQSTzRQL5ThZJThVbaQDn6101vqlnbeJvDh1K/tbm9to5ftlzE42kc7Bu7kV5lj1H50hAGcZ45/GgD1Ua9pt94i8L30dxD9mRXWQzyAyq/PDnH3fQ1n6kbS+8Y6e+p3tuLGENKxF4LjIU5wOBjJ7V52wyW44NIFGCAAB0OBigD1F9Y0S48caP4jt7q3aNw63KOojwyg4+X3GOaZ431XRp/CYs9Nkt33XSXJ2YyGkBLj8CQK80xuJyDyOfWl2gA9Oe4FADDnvSig9KRaAJR0prUo6U1vegBsn+qf6VCOlTv/AKhqrjoKAJYzg1NzkMKripl6UAdv8OtU/s7xRYuWwC/lt9DX0ngH19a+RdPnaC5jkU4KMGB+hr6w0q7W+0m0ulIIliVv0qgLRHFN257U+kxSAqyRFW8xF+buKI5wTh+G9DVlhmoZI1cZI5FAEinNOqvl0HByBTDduODF+NAFymtKqDkgVSMtxN9wED1pHgKLvY5fvmgC8soYZByKBwetQwiQDDhfbFTUAODc0pIwabg5oJGDxQBLS0lFABSE5oNGKAGkU01IcVEx5oAQ0g607GRTOlAC55pc1E8m0UglBGc0ATZpCcUwPQc55oAVnIAwM814j8bb0S61p9oDzDCXI9ya9r+diQOB6185fE27N3471AZysJEQP0FAHGsOMUynmmUAKKdTV60rHFAFWT/XA1MOBUMnLrU/akAAGpFXFNTkU8EjpQAxjxTOc1paVJpMVyzavbXM8G35VgcKc+5NbH9reDI+I/Dd7J/11u8Z/IUAcsOnFGTjnFdWviHw3H/q/CEZH/TS6Y/0p6eJdGmlSKDwVZu7NtVfPckn0oA5qztp726jtbaNpJ5G2Ii9Sa2Ne0/TtGhg0+OTz9TQ7ruVT8iE/wDLNfpXaXviLR/BohS28O2A1t0P2hY5GYQKR93d/fx1rmT4p0OQkyeDrNiTywuXyc9z6mgDlSDtJrVugZ/B2nzn71vcSQn6EBh/KtM634WkU+Z4UdR38u7P9RWhBd+FLrw9eBdMv4bS3lSR40mVnLHgEE9qAOCHTNKPvGuoMXgaY5W61m2J/vQq+P1pTo3hKQYh8USx57T2hH8qAOXpe1T6hBBZ3kkNveJdxL92ZFIDfgar9qANXw2gfXrdyPlgDTN/wEZ/wrKllM1xLL/fctz15NbGgfurfV7vGPKtCoPuxArDHHWgCaOKSZtsaM7YzhRnit7w1o9vcJPrOq8aRY4MnrM/8MY+vetj4baVPfzaxPAMNFZtGHPSMvwWP0GaxvE2sW8/k6TpQ26TY5WPnmV/4pD689PagDEupknuppooUgjdyyxJ0QdcD6Vv+E/Bl74leW5c/ZdKthuubt+AoHOB6mpPD3hVJIotR1nfFZvIEt7df9ZeN/dX0HqfStvxx4oa206Pwtp7JDBHzdRw8IG7R5HXHc+tAHF6qbD+1rgaWjrZq2I95yWHqfrVM9KaML06U4nIzigBh6UgpT0ptAEq80SgYojpZBlaAImObd6hXoKnY/uHFVxwBQA8CpozioVOTVhFHWmgLERwa+k/hpfG+8EWe5gWgJiP4f8A66+bIRmRcete2fBm/Bt9SsWJyGWVR6DoaYHqtFJkZpaQDW6Uynk4qPOTxQAM6qKFCnn1o8sN94U7aMYAoATIBwP0qORPN2+mec1OAAM0zOT0oANyAH2qQMOPeoyoIPvSFMfdPSgCakboaYC1KckGgCaiikzQAtJRSE4oAU9KjYHPFLupAaAE7U0ipTio2oAiaNX+tN8lOeOtSUmRnHegBrnauQMU1WJHJpZFyhGfpUNuSRtI5FAE3m7MnsBkn0Ar5V126N74gv7gtu8ydzn2zxX05rciWuh3tyzbRHC5yPpgV8psxd2Y9SSTQBG/WmE1I3Soj1oAUGmOTnmnjrUclIBh5kWpvaoE/wBatWcUAKnSnHpSAYFLQBGeTTSOacwoVWdwqglyQFAGSSelADo1eRxGilnJwqgZJNdjGsXgiz807ZfEc6fIpwRZIe59XP6VraD4VvNC077cIIm1eQfujO4ENkP7znu/tXNa74W1qwjj1G7ZL0Xch2TQOZC7d+goAwHd5S0sjszsdzFjktnufehQPSt+x8EeIb+yku0sDDAgzuuSIs/TPWs2w0TU9TuDb2Onz3EgYqSiZGf97pQBTwCMVq+HD50eq2XH7+0ZgD6rzUcfh/V5ILmcabceVbZ82QrhUx1z60eFWKeJLbajMrZRwoz8rAjmgDGAJGe1OGTyCa9M0/wLougaJLrfjCcYlDi2s0k2ueuCcfhXGaXp2hXMctxqervaJ5hCQRw+ZJjt19qAMX8KXtVi/FpHeyCxlkktQf3bzKAxquchN+0hc4yRgZoA2LRvJ8J6nIeDNPHCPwGaxRliFC7mbhVHc9q6JtOvZvB9q9taSyoJZLiZ0TIQDABNWPDFpBpFhN4ovow6wZSxhb/lrN6/QUAb+p2dx4K+G8VnHcbdR1qYfaUQ8xoBwn15rEttIsfDFrHqfiGLzLtgHtdMbgn0aT0Ueneug1nxXpVjpWkXELrqWtpAX3sMxW7ueWx3b+Vc34V0a48Z+KSb+43RLme7mlcL8i84z79KANVtYu7DT28U6rIH1e9Ux6ZARhYI+7qOw7D6VwbM0jszsWcnLMepPrXoOveFNS1/VBfnVdIS3mxFbolx8sYHAiA9e2axNP8AAOu3d39nnhSxjV/LMt0wRM57dzQBzQGTjGa19P8ADGs6nbG6s7F2twD+9YhF464J6/hWivgDWEvJo7sw2lrE+xru4YIhGcAqDyRV+TwRrZ1E6bc6iINMtnCrfTSFYsHnKDv1oA4dwQxDDBBxTB1rvdW+H3lMkGlrfTOHxLd3AVLfb/eDDtXD3Vv9ku5bfzI5fLYr5kZ+VvpQA1TUhHyVGKkGSppgRdIXBHaqwyRVk/6qT6VWHepYD0qynSq6dKsR9KpAWIs7gR616B8KtRNp4zWFm+W4Qx/U9q8+j5YCtrw7enTfEtjdKceXMpP50wPqVSe/vSM2O9JuDDI74/KmFec5pAGSx6kU5BjqaXAxxSLwDmgB9NAIOSeKUsFHrSZ3DNAC7i1JSgUbcdaAAEBck0gO77tLs3fSnqMcAUANwcUZ4NPxTSvBoAkpeKSigApjGnE8VEwBPNAC5FJmmkY6GgUAOycU2nYPpxSEUANPWkwOvel7U1lYjINADHbc22mpB5bFgxqURA49RzTwuDQByXxFvRaeBtQJODIojH4mvmwDHfNe7/Gi6EPhSC3H3p5wfyFeDqaAFbpUDdamJPOKhbOeaABajl6U+o5OlIBsf+tWrVVY/wDWrVv0oAKDR0ooAY3Q12FrHaeCrGO+uRHc67Mm62hzlbUEfeb1b0Fce34fjTSSTkkk9yTzQBcn1K+u9/2m7mkEj72VnOCx9qvad4o1rSLT7JY38sMAbcEABwT1xnpWOM54p2CaAOqtfiBrUVmLW68m/RWLR/al3FD/AFpbX4ieIrTUobpLqPERISBUCx8/7IrlcYFGMdRQB2Fn8Q9VS4vJb+OO/iuojGbdztiXPoBWnpPxJ0yxslhk8PRwy+Z87WmEUp79688z6d6Y+evc0Ad3ruuaXpmpyf8AEo+333DpLdylokB5UKnbio9V1jwbqt3Hql3bXn2lokWSztkEUaMvBwetYPiP99FpV9/z8WaZPuuVNYYznINAHoWna14A0y/LLot1dQSxnd9oO7yzjoo+veopfiFp8mifYH8NWjrDNvtUb7sYwRzj7x+tcHk0+GNpriKIDl3VR9Scf1oA9a03xFdJqFrp9hZQwXEtqJbmXP7i2iPzMdnTp61w3jXxGPEGtH7Oix2Ft+7t41G1cd2x6mpNY8Q3Frd6xp9sEVLhlieUffCIPuj/AGc9a5YdaAHKABx0pyyyRhxHI6bxhsEjP19qaP1ooARXdNpViChDLg8A+o96uXmq6hfurXd7cTlBld8hODVKlFAFq4vru92/arqa42jA8xiQBT7i/vb2GKG5uppo4xhI5HJAFVB3pw6UAWG1K/e1+zG+uWt+giMh21Sxg5p/Y02gB6HmpQetQA1KnIwaYDHOI347VWB4NWZfuMPaqo+6KlgSJ0qwmQKgj6VMDxVICeMkkHNWAxEwcHmoIcYp7MKYH1P4fvP7Q8PafdZz5kClj6nGP6GtI1x/wuu/tnge1U9YGaM/nn+tdoBSAbhu1GPWn0jCgBnANKKULTtooAbk+lB60+kNAAOKWkNNLDpQA/NISMGo9xPamgtltwwKALNFFFACEZphU1JmigCEg5poqcio3XmgBARQ1Nprru4yaAGs7JKBjgipRyBUe08d8URShiRzketAEwo9+KPrQOoI57/5/OgDxX443ZN/plmDhUjMh/E4/pXkq9cV3nxeuvtHjmaMHIgiRB+WTXBK3zUASMAFqBqsMPlquwoAaajk+7UmKZKPkNICGP8A1oq4OgqlCcyrV4UwAUp6UU00gG0h60pPFJQAoNO6Ke/HSo6eMlcZoA9Cg8DaTLFpYk1J0uLtVcx7ly4ILEhf4ceppLzwPptk7TS3N5JAWjj8q3VXdHfodw4KjPUVw/267E8c32hzLGuxGJ5C+n0qzBruqWoUQX0yBU2ABug64oA7FvAFgHS0+2XH2oIZWl2ARFQensaox+DLQQ3F1dS3hjtpZlaONBvkVCACo/GubfWdTe0W1a/nMIJwhf8AEk0s2v6s08VydRnMsQ2o27oO4oA62bw9bT+HbdJTcrHDO8ULSYR1DMvDD156VjeKPDVnpFp9psprkolw1vIs4AJIA+ZMduaTS9X1C50LWYmu5GljCXKsxyeuG5rDvdW1DUyhvbuSfYMJvPSgDZ0Xwm2t+H5L6K6Edwtx5IR1JVgFJ7cjp3qW28MXOk6/pQvHT965kVUOSUXnf9D2+lYFrq9/Y28lvbXbxwSHLxqeG+tbun6xc6ld3epXRUCx05oolTgIMbV/nQA/QPDL+J7m+uJ5ZLdC++OTb8khZjuwT3A4rWsPA+lX7G5Se9jtljkOydVjcspxnPYVxMWq6hFZLZpdyrbo28IrYANWB4j1n7V9o/tGfzdmzdntQB0knhLTV0aa+Et27QsXkjXbkRg4yM9e/Iq4vw/s77VL23sJ7oR2tujh5QPnlddyp9MVxkuu6rLayW8l9MYZDuZN3BNRtq+oHGbybAdXyHP3lGB+mKAOq1PwVZ6d4UGqNcyC5WJGZCQRvYkbSo5A9zXEgcdMe3pVqXVb+USCW7lbzU2SZOQ6+hqqM4oAkUGlNMTOak+tAEZ6UypCOKZigBR0qVKiXrUy0ICOVflbiqoNXZx+6Y+1UR60MCZOlToOKgjqcdKaAmi708n8+1Rx8GhjgkUwPb/gleF9J1G0JGI5VdR7EY/pXqleG/BK72a/e2xP+utwwHuD/wDXr3KkADpRQOlFMBaKKQnFAC00tSEk0zDE+1IALFshTShSR1pwAHaloAZsx3oxwc04mkY4WgCajtSUUAFFFFABSEZFLRQBCeKDxT2HNMbmgBN3vTE/1hIppjLNncfpUioFPpQA8MGOBSg9ahD7ZCuOPWknnWC1lmY/LGhc/gM0AfMHja7+3eMtWnBypuXVfoDgfyrngfmqe8m8+8nlJ+/IW/M1XB5oAsoNyVDKuDUkLc0XC96AKhOKG5jNIcZpeqMKQFeH/XirlU4P9eKuUAOFI/SgGkY0ANozRRigBKcKRadQA7tR0pBQTQAvWkf7tFDdMUAa3hX59WltD0uraSHHbOMj+VYpUoxU9VODV3SbgWesWU54CTLn6Zp2uwCz129gxhRKxA9jyKAM81t2QEHhHUpj1nnihB9s7j/KsToOa277Fv4S0u36NPNJMR7DAH9aAMWikzmlzQAUGjNFACUo6Ud6dQAKKfSL0paAEPSoz1qQ9KjPWgB61IvWolPFSL0poBJiTA9UV4q9N/qH+lUV55pMCeOrA+771AnapwccU0A+POaGPzHjNC8mlICk+tMDs/hXdfZPH1kGOBKrx/mDX0h/OvlTwheiz8XaVcPwEuUyfYnBr6rByPakAUUUhIoAdTGOOlIXNH1oATJNOpM0A0ALSZoooAKGAxRQ33aAJaKKKACikpaACikooADUZFSUlADAKHTcgA4NPpD0oAjDDGKyPFNytp4V1WcnG21fH1xgfqa0gx8wjPFct8TbgW/gDUmzguqoPclh/hQB80t9400081HzQBLCcNVsoXj4qkhxV62m6AigDOlUK5GKQdDWpdWXnKXj6iswxvHkOCKQFaH/AI+KtAcVVi/4+KtjoKAFxTT1p56Uw0AFJS4pKAAU4dKatOxQAo6UUDpRQAgpT0oooAiYttJHat3xSBLd2l6v3bu1R+O5A5/lWHjAxW5eEXfg3TZ+rWsr27ewPIoAwDyMdye1bviZjDPp9p/z7WaDHuwyay9NgN1qltAOfMkVf1q54knFz4jvnH3Fk2L9FGKAM3FFAoIoAKSlpKAFApw6Ug6Uo6UAOFOwMU0dadQA0imEc1IelRnrQAoFSLTBTh0poBZv9Q/0qgnSr0x/0Z/pVBKTAsR1MKijGamxgU0A9Dg0+QjOe9MXr1xTpDmmAQSmG6ikHGxg3HtX13ZzrcWME4xiSMN+fNfIBBzxivqfwdcC98IaVPuzutkB+oGDSA3d1AFGAKM0AKaSkpcUAJS4oApcUAFIKWlxxQA2kboeadTGHBoAmpaSigAooooAKKDSZoAU03NIzdhSYzzQApY9hSbsiikxQAwgBs4rz34yzmPwUkf/AD0uUH5AmvRSMivJfjfOyaVpkHZpnY/gB/jQB4lRSDFGaAHLxU6nGDVcGp1xtFMC2LopHVC5nMpOac5OMCq7ZxSYEEf/AB8dKtCq8R/0gcVaBpABPam5px5NNxgUAJnmiijmgAWnUi06gAFLSCloAKXHFJS9aAICcZPUj/PWum0DTL/U/DmrWEVrI3zRTR8dWPGBVnwB4YHiPXsSITbQYZsjKMc/dJ7cdDXqHiDxlpPgcR6bYW8bTRoFJ27iMdAcdxSbA8r0Hw3qmn63Bc3tlIkMBchiOGZRnj1rlZJHmmklPJdyxyfU17ZpfxNs9VnSK4hj3uCjFU8uVVPULnIP51g/EHwTY22mJ4g0XaLViFe3iRm2ju5Ynr7UXA8x5pw6dKbS0wDB9KTBpaSgBR0pR0pOaUUAOHWn44qMdakWgBGGKiNStURoAUdKdnC00U4nigBHObZ6pJVx/wDUOPaqkY4oYE6dan+tQL9KmzheetAC5peTTAcmpBxQAwthh6A19I/Cqfzvh/p+Tkx7kP8A30a+bpAMGvevgpc+b4QuIc/6q5P5EA/1pgel8UUlKKAFpaKKACloooAKKKKBiUh6Gl79aax4NAiSlpBmigBaTmiigCMl93A4pwBI5p1HSgBoXvTu1B6UmeKADFJSM2KTcT2oAdXi/wAdZgZ9Ih7hZGx9SB/SvZt3qK8J+OEwPiTT4v7tqT+ZP+FAHlnTJpKdu4wacu1utADAasRsCpqB1weDxTkOeKQDWkyTUZNPaPY2KY1ADIf9dmrR46VUi/1tWc5NABQaO9FACUUtJQADrT6YKcDQAtFFLQAUCjigUAehfCXVIbDxBdQShFM8YXfJNsz7AdD+Ndr8KvDNhq2p69fauqXt3b3rIqSDcF98GvCILmayu47m3YLLE25CRnB9a9F8N+N3tNROqWN2tpqLKqXMdx/q7tyewH3frSsB6f8AEXwfosGmtqdnpiwXkQJE1sgAA9x/Wua0uR7z4aanHcFmjLFE2ymPd8ucZ6elaOseKPEXiS1l0i4isNNikyskiTBi2Bkge2K4PxT4v0+Dw5H4f0ZvMgMYZ5Mf6wNndn0IIH50Aeb8dulGaD60lMBe1JRRQAoNLTadQAop4pgp6nigAbpUdSN92oxQAU7HFNp6GgBjAmKT6VUQdu9W5CACTyO4q1FZQ3ESyQntz7UAMhgJh81hharyMC3Xird1cbYxAuAFrNL0AShgKkEgqvk4zSg5+tAEzOG4r2L4GT/Pq1uT18t1H5g/0rx63h35Y9BXqHwYmWPxbcw5xvtifrzTA93xQKUUUAFFFFAC5oJpMUg4oAM0pJpuT6UtACYpGGFPNOxSHoaAHZOM9qUHI4popwoAWikooAXvQetJRQAUlKaa2TigBMbjTsUCigAr57+MjfaPHATtHboP5n+tfQnPavnH4qyb/iDejP3UjH/jopAcK0RwT71EDirbZqBsenNADd2RilXrxTKM46UAWJu3riqzHAqWQnyxJ/DnFQSGgBkJzJVnHNVIf9ZV0UAFBoxS0AMzzRR3ooABTh0pB0pR0oAUdKXtSDpSjpQAlKKQ0ooAgbrQW705utNI60Ad7bEnxlbhjw2mE/jsPNcGrYOB6n8/Wu9tRv8AGOmk/wAem4H/AHya4NcZPHIJoAU0lKelJQAUUuKSgBaWkpaAFpwFNpR1oAcw+XFRDipajPWgBQM0oGKaKevWgCGYkKcUtjdPBG6r0NE/3GqvB0JoAldizEnqaaooPJp6AHigA2ipIYS7ZxwOtWYrdGXk1OkaqMAUwGgKseAOldV8Mro2vj2zweJQyH6VzTABDxitPwTOIfG+ltkD9+F/OgD6hByBS5pvGc5oLAd6AH0hNIDnpSFqAFzS0yloAfSUhIFAPFAADQ5wuRSBhnimuCR1oAarEkipwapxjyWG4Hmrg6cUALRRmjNACUZpMjNLQAUUZphcHIWgB9GahZmU57UolU96AJCeDzXzZ8UW/wCLiaj/ANs//QBX0a5ZwVU4r5z+Ko2eP7/PXbH/AOgigDk8A/SkeEFeBSwSIVCk1YK+2R2pgZUiFD04porVlgDpwOaznjKHBpWAfEQ0bxnkMMj2NU3PbuODU8blHDe9JdIBOGH3XGRSAhj++KtiqyDMgxx061ZHT9aAFozSZpMc0AB5NJSmkoAUdKWk7Uo5oAUdKUdKQUooAKKMUYoAibk005IwO/enEcmn28gjuYnOMKynnp1oA760gni8VeH3eF1Daef4f9k15+42yuD1Dn+denSPDZXFnDHPK32tmk+aUFsY6qey15xqDI+p3Tx42tIduPrSAg7UlLnPI6UYpgFJS0UAApcUg60tAC0q0lKDQA7HFRnrUvaoj1pgApwPOaaDilzxSAZcfcb6VWh+7Vq5+5ntVWMgLQBLSxnDUzeDTolLsAoJJNAF9GO3rUysAuc81VyYvkbqKiedR0NNMCxNOxBGaveEiT4w0kZ63KfzrBaQk1teDVL+MtIGcf6StAH1hjnhqUD3qBbdg+7zTj0qTaVyc5oAfz60gfBwRUcUvmbuMYqbtQAZozRTDkc0AOIBo/GmgnuKcemaAADHagnimh37rSnoetAEhGRjFNXch4+7Ttp/vGjaxGKADzFPekeVY13MeKQQ4NNkt1kGGyaAEW4R+QaeZVA5NQrarFyOamUKwzgUARvJvUhADToYzEuCfw9KkAA7DH0paAEJ7VEYUJzjmpcUYoAaAAMCvnH4rt/xcG/x/cj/APQRX0fj+VfMvxKuFn8f6oVOQrqn5KBQByQbaeKuW94BhWNU6TpyKVwNwbXGRUM1rvX7v41QguXjbrWvHdAxF2Ycdqd9AMSWFo2IKkUP+8tiv8S8ip7q885sjHFVBLz9aQGppzaUfDuoCfP9pmSM257bc81Q71VjAE5Hp0qz/SgBaKKKAENJS0maAF7UCjtRQA4GlFNHSnA0ALRQKWgCE9TTSueOx4NPI5pp+6fpQB2dvbM+t6Gycr9mZFBT7wA9Pxrkr2FLe/lijLFFfjPBHtXY2FtLLqHhWRY5QZ0ZVYsBnscelchfqV1K7DZyJmByfQ4pAQUUUUwCiikoAXFLQKWgApQKSlBoAf2qNqk7VG1ADRTqbinAUAdT8PrO01LxhZWl7bpPBJuDI/TpWH4vsItL8W6pZW6bYopyFX0FdD8NWx4700E/xn+VZ3xNj8r4iauo7y5/SgDl44WJyeBVyOVLVDg5Y9/SqysVjw3Wm4LdTxQArTls+p60wEnmneX6U9Ux2oAZtJra8Kbo/FWlMOouk/nVOCxklwSMLW/oNslprViRyRcRnP8AwIUAfT+RSUgPyr9KMimBDL+7YOoAHcVOrAjg5pCoZcHoaSNBGu0A4zQBJS/hSUmaAFoxRR+NAC0h6Gj8aQng0AS0UUUgCiiigAPpTGTHK8Gn0hANAEau44apM5qCYyqflGaWB2ZPnGD3pgTUUUUAITgE+nP4V8qeJITd+INQuN+Xadyfzr6rPSvl/WkEPiXUotv3Llx+tNIDl2V4zhxg9qOorZuYBcR4CcjpWK6sjlWGCPWhoBKeGYoVzUeaUEjmpAgyVbBoY4PFTSoGXdUDdce1AEkXMufWrPSn22l3J0ttS8s/ZlkEe/HGaZ60AKelJ1pTyKQdaADFMNSU00AIKdTRTu1AAOlKKAOKUdKAFHSlzmkHSgGgBjDmmHmnt0pmKAOgtNfjt/8AhHyytu02Ryx9QTkCsS4l+0XU03TzHZ/zOajH5+lB4oAKKKKACkNLQaAAU6mjinUAFAoo70ASDpUbVIOlRvxQAlOHFNzThzQB0/w9IHjzSSO8uP0NQ/FB0f4iaqVYHa6gkeuKydPv59JukvrY4ngO9CfWsu7u59QvJru4YvLM5dye5NAEWd55qVRgUwBh2qWNHY9KAHxIHfGcVcEKx88E1GqRQpuY/Me1MNwB3FAFkzug4PFaPh+5abxDpsWPvXKD9RWA06nq1dN8OrdL/wAe6XG3KrIXP/ARmmB9OkdO1JipGHJpuKAEyMYqNlcNlXwPSn4oIoAFbcvBzTvxqJQY5CoHHWn0AOzRmkxRQAtGeDTc+9B6GgCxmik70uaQBSUUUwFpKKKAEIzTSMDpT6SgBobPXg0+mMu4e9J8y9eRQA/NfOHxAtBYePtQRQcSsJfzFfRpORXjfxt0pIPsmtQnaXJhlA79xRcDgYwFxlsVHdWsFwuXOH6AisKO8YdXJ59atR3nPXNO9wILize3JGdy9iKrEFeorW8+ORdrL8tVZLYHJQ8VIFRXGcE1HJES6qgPzHjHrUrQkHpWz4Rigk8WaXFfD/RzcJuz9eKAPRPGWinw/wDCDRrDG1mlR5uOdzAt+nT8K8lGevrXv3xoTPguI/3bpD+hFeA8jjtQA6gCjtR2oAKa1OpGoAbTu1IBwaXtQAoNKKbSigBx4WkFKDnijHtQAjjio6mI+WogMtQADmhhTsYppNACUUUUAHaig9KKAFpaQUuKACgdaKUUAPWmOKevWmyUARinrTRThQA5h+5k+lZoY4rSY/un+lZqDJxQBZiJ61K1wwXAxUQ+VeKYTzQAOWYcnNRkHvT88ZHNCq0hwi7j6CkBBt65r0/4P6QR4rt7+XhRHJs+uBXFWulCHbNdnC9Qlek/COX7T4plQH5Y4GYfUkUwPcNwI4o7UwLsOB0pTTAXIxSZpuaCQDjNADZW2EGn54pkoynFCPuXIOaAH0h4prOEHzHFV2ulIyhJoAsM4VckgVXN2pyFRj7iodwmOXBI9KnTBHA2qBwBQBo0ZopKAFzRmkooAKWkooAXNJRRQAUmaDTWbaKAIpHcdBXn/wAXrU3XgSSRR80E6SH6cr/WvQ+vWsDxtDDJ4N1USIGUQFsfQgikwPlDGD19qcCR0NaUlrazjMTGNuwPSqctpNCcFMj+8O9ACLM471IJtwxuIqthh14oz370ASuZE5yStLBdPDcxyqeUYMD9DmmpMQPmGV9KbIi7d6cDuKAPoD4n3Yv/AIZ2l2ORM8En4sM14SK9Z1u6+1/ArSnJztMa5+jEf0ryYdBQAtFFC9aAFFI54p2OKY9AAvSnU1adQAUUUUAAHNSY96ZmnA0AIelNAwc06jFACHpTMU8008CgBlAoooAWkxRzSZoAcKXNIOlFACgUo60UDrQA9fvU2SlHWkfpQAxRkUvekHAo70APY/u2+lUohknAq8PmRgOcjFUmEkDAFWXPqMUAP2O2QAalS0kcc4X6mo0uSM88077QDx8xoAtx2VunM0u4+gqc3sNuu22iVPfrWb5+B0b8aa0maAJJ7mSR8s5OT0zXpvwNUyeIb+TstuP1NeUkbjXsnwIt/wB5q9wR2RAfzoA9oxQaWg0wG4pNozmlFMkkCKWPSgBxqrIzQZ2rnJyKU3ceQPmyenFNlzINyLyp6etAEIjklfdJx7U8RKhxkY9qi+2ZYqFwO+asR7HXBIb6UAMaeBGwTUpmiRN2eCKjaziZujVJ5CKm3bn60AX6KSikAtFJRQAUUUUAFFFNJFACnpULsSQB0707nPXilbAFADckCsDxnvl8IatGBwbZsn8K3skjiqeoWP23TLu2fpLC6D6lSKGB8meaB+BqZLwgdcj0NQTwmOeVG6oxU1F7UAXGaGYZK4NMFojHO/bVfkdKXe20jJoAm8q2QkM+40ExFSqADIxVbYpH3etafhzw/ca/4gtdNt8gyMCzf3V7mgD0y/sntvgHaLJkHer4PoZDivKV7ivoL4kWcVn8Mri1iXEcCwqo+jAf4V8+rQAGhc0GlFAC54qNs089KaelAApp/amL3p/agAooooAUDNKOKQdDS0ALR2pKXtTAaaa1K3WkbGKQDKBRRQAtNpaKAFHSl70g6UtAC0UlLQAq9ac4G3NNHWlY5SgCOigdKU9KAJ7I/wClwDGQZF49ea9s+K9lo9v4FjlexhF0fLjt3VQrA4GckV4tpS79UtFxnM6f+hV6b8cdRIXR9LXoFM7D8MCmB458oPJyRT/mPQbaVVAGMDjvTs8UgGbSOSSaTbmpM0KfagARckACvoH4NWK2vhOWfHzTTtk+w4rwOLgj619JfDCPy/AOnHGC4Zz75Y0AdjRSUtMBuMdKay8c0+kIyaAIdpLA8YHqP5U4Ljp1p+3FJigClOUjbJhJ9x0p1vGuTIF257VZIHTGaUJxQBXe6jjkCEnPrUpcbC3bHWneWvoD9RSNH8pGMj0oAsUtJRSAKKKM0AFFJmloAQ8ZNRM7McAcetSkZowKAI93GMUoBPXpTj9KWgA4AwKQ0UZAoA+Z/HGiDT/FmpQqCMymRB7NyP51yMiNGSCMGvU/izb+V4vEuCPNgRif0/pXBSxJIMMvNOwGNlsUZNXZbCQcryKrGIqcYwaQDFNd78I9RWy8cQIwBFwjRc/pXBlSOtdF8P38vxxpLH/n4UfmaAPc/iioHw91PH/TM/8Aj6183LX0h8VDt+Huo46EoP8Ax8V83rQA6l6CkHNPA9aAGnpTacaSgBFp46UwU9fWgAoHSlooABTuKbSg9qAFJx2pM0ppKYDW60004kUhpAMopTSUAFFFFADh0ooHSgdTQAUtFGOKAAcmlP3aQcUp5SgBopKB0pKAL2j5OtWQA5M6f+hCuv8AjLP53jdI/wCGK0jA/GuU8PDd4h05T3uE/nXQ/FiZZvH90FI+SKNePpQBxFFPVCegzU6WjN2xQBVCMe1SqjbcqpNXUsehY5FW4tkWAB+lOwGOrENtI5r6l8G2v2LwbpMGMYtkJ+pGa+b3giuLmIAbZC6jA7819Q2kf2ezhhU8Rxqv5AUWAuUVCJSTjrTw+TigB9FJR3oADRgUd6KAF4FJRRQAmaD0NFIehoAfmlpKKAFopKKAFopKKQC0lFFABRSZ5ooACD60dqM0lAHj3xjixrWnS9pICv5Ma86VMDJ616b8akKLo8+ONzof0NebRYkQFSM1SAeq/LzgCmPBFMCCo+op5ZsFe9NX5MnNNgZF1EI1II+YGrXheX7L4o02bptuUP61LcW4nUkfeqvY2ctvqFu/OVlU5/GpA98+K7Bfh/fY7vGP/HxXzmtfQvxVYt8O5z6tET+JFfPQ4FIB44zTu1Mp4BA5pgNNIRTjSHpSAbUi9KZjinL0oAWkpaSgBwopuTTuPWgBaQml7U00wEIpD0pTzTTSAQ0lOPSm0AFFFKKAFWlpO9LQAUo6UlFABTxgg1HTk64oAYRik9aVxhqbQBoaI/l65YP6XCfzrX8fS/aPH2qP1AcL+lc1FObaeOccmNw4H0NaOoXjalqVxfsMGdt2PwoASMxheAM0u7J6VAgPrVpV2rk9aYCGUAYwah8wg8nipJEYjIHFV2Ujg8UwNvwnp7Xvi7S4wQ6+erMPYcn+VfSj9ODjHFeGfCmxa68V+eMYghZs/Xj+te5BHPL49eKQDlbIxmngEc00D0FPPAFAChwOtL5i+tRk+1JweoxQBNmjOKhBxxmnA+tAC+ZntinhgaZ+FJg9qAH00ng03Oe9L2oAlpaSigBaKSlpAFFFFABRRSUAFFFFABSGg0hoA84+Mtusnhm0nbrFcYH4j/61eKRSCNRgnivo3x5oc/iDwpcWdqga4BEkYPcjqK8Dl8La/buVk0u7Qjr+6bFPYCAXHy5Kk04XIPBSp4vDeuPkJpl630hb/CrI8KeISM/2Pe/9+Wp81wKAuE7cU5boB0IzwQa0Y/B/iJz8ukXQPvER/Or9n8O/EV1dxJJp8sKFhvd+AB3oA9M+IUf2r4X3LntDFJ+q188DBr6R8fQiD4c6hDwRHbqv1xgV82KTxxUgSrGSc0rnipVI28nFRSY5IYUwGZooxxnNFIAxxSjigAml2n1FABRS7T6igKT2oAUYpNopwQ+350u0f3hQAgXikK5qQKP7601hxwRTAZtxTHPNP4HU0wj60gEpDUqqu3o1NKj0NADM0mafgAd6Ao96AGilp4UAU3npjg0AApRQOOKdtoAjpQcHNLt560m2gCR0DJuFVzU6HHBPFNfbngUAV25IXHU1pxLIYgBt6elS+GLCDU/E1hZTrmKeXYecdjXqN78I7qOV/wCz7yB4jyFlBBFNIDy+KIjkoDUzZ6iNT7Zrsp/hf4ljyEhglH+zMB/PFZ03w+8Twnb/AGXIe/ysD/WmBzTsw5MW0exqJpVYYZeK1bjwt4htyVl0m8HuIiR+dUk0PVpX8pNPuy3THlH+ooA9Q+C1oBb6pdgZyyxqfp1/pXqx6Vyfw70SbQ/CcMN1GUuJXaWRTwRngD9K6ykA3BHSggmnUUAMx7Uhz121LSUARY5p2cdafSEUAMLt2GaTLU4jFAoAhJkwWxk+lNWZ9p3RkVYPSoyBtNAE/NOrE/4THwx/0Mekf+B0X/xVH/CY+GP+hj0j/wADov8A4qgDbpaxP+Ey8Mf9DHpH/gdF/wDFUq+L/DD5A8R6N2+9fRYGfq3TnnFAG1RWIPGPhjIx4j0g+5vos47d/wDOaP8AhMPC+cDxHo4Ocf8AH9F/8V+uaQG1RWMPFvhnd/yMmje+NRi6+v3v0o/4S/wxgY8SaNj3v4sgcdPm49aANiisYeLvDJAH/CSaOMf9P8RH05bn/wDVQfF/hjIA8SaODn/n/i4985oA2aQGsVvF/hgNg+ItHznHF9ER7fxEcf1oPi7wwEz/AMJHo+O3+nRZ6ccbvT9aANqisUeL/DHJ/wCEj0fggAG/iyM9Oc8470n/AAmXhkjJ8R6R+N7Gfx+9QBtUVi/8Jj4Y/wChj0j/AMDo/wD4qg+MPDH/AEMekf8AgdF/8VQBtUViDxh4Y/6GPSP/AAOj/wDiqU+MfDH/AEMekf8AgdH/APFUwF8V6VLrfhe/06HHmzR4TJxzkH+leAz/AA78VW5wdImbn/lmQw/nXvn/AAmHhj/oY9I/8Do//iq14Z4p4I54JElhkUOkiMGVlIyCCOoI70gPmkeCfFGONFuv++B/jTx4E8UkjOjXXPsB/WvpbNGaYHzU/gHxSoz/AGNcY/2SP8agfwT4mQ4OjXf4Jn+tfTlJSA+Yl8HeJAf+QLef98Uj+E/EKjnRr3/v1mvp4sRSbqYHzD/wi+vgc6Pff9+TTD4Y11Tn+yL3/vy3+FfUWaKAPl3/AIRrXT10a9/78N/hUqeGNeYYXRr38YGFfT9FAHybc2tzZTtb3MZimU4ZHGCKgOPUfnWj4+uHm8daw7k5Fy6j6DgVzGT60AdFZaVfajG72llPcBPvtEhYL+VT/wDCO60w+XRr/A/6d2/wr0r4FOTpuqoeglRv0r1wDApAfKx8O67jI0XUMf8AXu3+FN/sDXT/AMwW/wD+/Df4V9UkgUxiO1AHy2PDmut00S+/78t/hTh4Y1//AKAl+P8Ati1fUIJpQSaAPl7/AIRnXxwdGv8A/vw1H/CNa7/0B778YG/wr6iJNJ16n8KYHy7/AMI7rQ/5hF7/AN+G/wAKRtA1pRk6TeAevkN/hX1JjPGOKcABxgUAfK66Hq5OP7KvT9IG/wAKQ6Jq4/5hV8P+3dv8K+q8D0FJgegpAfKy+Htck+7pF/8AhA3+FWIPB3iS6cJHot7k/wB6IqPzNfUWB6UUAeL+BPhprVh4ktdT1WGOCCA7wpcMzHHHQ17TnvjrSUUwFzRSCloAKM+1FFABRiiigAooooAKKKKACigjNFACMMioHBzkHpU9MYUANRxIODmkbGDihUVASoxTSeDQB8b0UUUgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+tPCGf8AhCdB5/5h1v8A+i1r5Lr6z8IEDwToP/YOt/8A0WtAGyM9CacMVC75ORT1bK5pgPzRSZozQAHmm7admigBmSp5p4x1zTSM0zcVOKAJs0uajDg+1OyD3pAfLPxBXb471gAYzcsa5muw+Jdu9v491LerDe+8ZHYjtXPafo2oatII7G0lmOcfKtAHsXwJBGn6vnoZEx+VeuZyM1wPwt8M3vhzRLgX8flz3DhghPQYrvCc+1ADGOTQBQyZOaUcCmAlHzfhTgM0uKAGDcTxTwnc9acBijNAABilpKWgBaKSlBoAKKM0E0AFFJSg0AFAozRQAtFJS9qACiikoAWkopB1oAdmikooAWikzSZoAM0maCabmgBTTWAxSg5oPQ0gPjOiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvrHwj/wAiVoPP/MOt/wD0WtfJ1fXvg7/kRfD/AP2Dbb/0UtAFstz0pGb06Ve7UwfdNMRWVwaXNTR/6yp6BlPNGauUtAFFmApqjJyauP8Aep69KAKRxTQDnINXjSHpQBxninwRpPiuSKa9DJNEMCSPqR6GtXQtE07QbFbSwgWNF6kD5mP1rbf7z/71PHQfWgCrmjNXaWgDPb2pQKuj71PFAFIUZq/SUAUc0Zq9RQBRzSg1dpRQBRzSg1eFFAFHNBNXqDQBQzSg1eFFAFHNKKuiloAo5ozV40lAFLNJmr9JQBRzSZq/SUAUc0m4mr/agUgKGaM1eooAoE0gq+1ItAFIUHvV5aU9DQB//9k=", "path": "000078.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000079
Men Tshirts
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vyqzb6VdTPhIT9TUyRuDliQB3z0r2b4Z/D+J7NNe19P3R5treY4BH95s1Lairtjs2c14M+EOpavNHdam5s9NPPy/6yT2A7V7fpmmaH4TsFt7C2S3AHUKDI/uTTb3WQi+XZABFGPMK8D6CsZ5GkkMjtuY87jyTXi43N4Ulyw1Z2UMHKestjYuddlfIgRYwejNyfyrFuHNxKZLhmkP+0ePyprMcVVmc4r5qvmVas/eZ6lPDQhsizuj9vxpGkUKcHtWeZSKTzSVOa4+ZyepulYiNx87IceoJ/lULzFZl2t9496iuFO7HY9DUBLF1yMEGu3D7poyqXsMkuBc3UsW1tvOW7ZBxUNpaMsrNjvUtkzxySowyBIx5962LZrIgBztfGc5r6CljoJ8kjinRdroybu2JGe9ZpRlODXS3MXzfIpZfVeaqPaKx4U59MV2KrTlsyOVmOqE1KkWexq81o69E/SkSI5waHWhHdhysq/Zye1QtbshJIrdjtvl5kRT7c1KtjAzDK+Y2f4ulc08wpRdrlKlLcy9Oty8ynacDv710yukcRxy565qpFbM8xIAVF+UYAAq4LfAxmvLxmZu/LE1p0epCzux9vanxKzD5uKftjjOSeewp2HfjGxfWvDq1ubVnTGAnLHav51J5QYYYZFKoVVwOn86durjlJtmyKctkM7ozj2pF86FhnBFXc55pCM9aqNaSCye4tvqk8PEcjL+orQh8QXaEFysi9wRtP51l+WKNuOld1HMq9J6SMp4anPdHYWet290Qm4pJ/cfjP0rQ8zjjn6VwGenqOlaFrrV5aDaG89P7jnn86+iwWexlpV0PMrYCUdYHX72/u0b29KzLPXrO6IRn8qU/wyDHPsa1QQcd/TmvoaWIp1VeLPPlCUXqJknqK4nxb8LdB8UCSYQ/Y74jieEdT/tDuK7ilNbknyvf+AtW8H62rahFI8AP7ia3BKyn3/u1R8TWn22ZZ4knRiMxrMOXHcg/Wvq27tIL22eC4QPGwwc9R7g+teJ/EfwUdB06LUYL28uQk2yNZTuECE9AfSmmB4mMjgjkcEelTKcimz8XMoPXeacvSqAeK6LQTbW/lb/NzNwzxsAw+ma53+FjzwDXvXgbQNMHhrTZm0y1eZ4gxklG45PegRxt2+kRxSwwLe/bS+IpZX+SJfQYrjdT8tjHKoAkcsH29Djv9a+k49OtAz7rS0xtOMQDHSvmzXMC8O05Jdyfb5iP6UWAog06mKeacKYDxXffDrwjaeIVuri8u5oVSQRqkSZLH1rgBXtfweiMfh6eU4QNdMcs2AePrSA6yz+HOgQxn9zdyFsBmkkOTXhHxu0ex0TxhaWlhF5UX2NWIJzyWavpxbuzhXEl3bLjv5o6/nXzH8ctQg1Hx6Ht5VlSO2VN6nIJBPSpY0TfCHm01f8A66Q/yevRnBrz74NqrWmsbj/y0h/k9emvaEjKninFjsZjoDwR+lUprVW/hrVeF1z8tV3z9KdwsY0tmFPSmrbrnla1GUt2qEwkHkGlcCmbdD/DTTZp121fWFz0FWIrJ5D92k2Bjmz9KeLFsEYrp7fTY1+aUhRTmm0+1nXPzgHkeoqPaalKBw9xaEVmywEV311p9peAtaSYJ/hauav9MmgY7k4q+a5FrGCYucHmmvArdqtOjKcEU3FAzLntOeBVYwDoVyK23TNSaXpTatqtvYLwJX/eN/dQcsfy/nUTajHmY0mzW8C+EI7uVdY1SMvaRsfItyMeew7n/ZFelzSy3LBpiG2jAUcIo9AKcVhjijht02QRoEjQdlHT/Gm18XmOZ1KknCLsj2cNhopXe4w5Zsml4FBpCK8Vtvc70rIQ81VlTNWW4qJhnmoY7FF0xUR4zVmYYNVXNVFiIHORgmq4lVG2zKdvZhVggsaeIUZSrKCMV0052epElcSO3AmmYDKbuCPpUFzACpZDSFZ4Zv8AR2+XYCFLdxxx603+1AGxcW/1x8proqJufMiYtWKf2m4hPDHFSHVJSMbqdNLYTAusrqfQrmqTSWob/X/mhrWDlYT5SdryZuN5xUsKSykfOcGqqTWhb5pn/BKtJqlnAuI45HPq5A/lRPmYk4mnBFswAcmr21o0APys4zljgAViRahf3HFrbhAe5H9TRbW811cTzTXACEhDt5JI68/Wsox5bykEnfRG8by3tYwu4EAYDY6mojc3M+doMa9mcc/hUEUEMJBRPm7M3JqyrHp+NcVSSvfqbRjoSIVXqd7d2b/CnmfJ65qBxwah6Vztcxdi751KJapB8U8PS5ALgfPenbj61TDntTw5xUOI0Wd/vSbqhBJpw96XKMdupN5FFNNUIczh02sARnuM1Zs9TvdOP+jS+ZD/AM+8rcfg3aqgGakCHFdmHxlSg7xZjUoQqbo63R/EVrqZMJDQXY5aCTr9R6itksK82ltlkCtvZJEOVdThlPqDXSaDrb3DmxvcC7jGVYfdlX1HofUV9hluaxxC5ZbnjYnCOnqtjo9wqpf2dvqVjLZ3UYkhlUq6nuKkLZqMyYPB5r3lHQ4Lnyj428L3HhTxNcWMwLQufMt5ccPH2/LpXPg4NfSPxZ8Mp4h8JvdxR7r3T/3sZHBZP4l/r+FfOwiibkK2PrTQEYOVbp0PNe3+HPGOmWGi6ZYtFdySm3UZUADNeLCJO6E/WtGLVL2Py9jKPLAVfkHAphY9pufiPY2sL40+8dtrKuXXGcYrwzUt/wBqxJgMct+BJNXZdW1KfBe4GBwNqYqAtvcvM29sfeNArmepwe9S/N2Un8Ks+ZCq4LIG9aBdQK3+uQD60DuNjgnZCViY++K3tJcQ6LPDLL5bSTghC5Axj0rAN9ahvmuU/A03+0rJDzOp+i5o0Ed1bz6amlIkktorKDkFtzE561554zkjl1G3aMqV8nHyjH8RqyNbsFzmRz9ErE1m8ivbiN4t21Uwdwx3NTJjR6B8IbuO3ttWWRchpIefTh69RW4gcZiuNp9DXjHw6kMcGogHGXj/AJNXeCdh0akloVc6szvjhkcfUVC04/igXPsa5l7tkHDkfQ1AdSlU5Eh/OiwXOs+0Qg/NAwppuLNiMqwrlRrNwP8AloT9aX+3Ju5U/hSsFzq/tVkgyqZNRSapjIRVWuVfWJG7qKrPeyux+ajlA6K41JiTmTNZ0l7uPB6VkPcMe9Ikp3DnrQkFzTXU0J+YYPqKuQ6qduGdZU/uvXLs+CwyetAuClOwrnRzpY3BJX90x7GqbaaSfldSPas5b84+Yg1KtwpGQ7L9DSuMsmy2D5iAB15rofB9lGDqN6Dl0jWCM+m7k/yrlGmz/wAtOOvWu68OWL2HhuGWUnfev9oK+i9FH5CvMzWu6VBtHThYc1RHR8A47ADH5UwtikZup+lRs1fATm2z6CMbIl3A0ZqDdSh6nmKJDzUbUFx3qMv6dKLgRyjI96psmetW3YVC55pxYmQBe1OAxSd6ca0T1EQONs6kH149cimsoOQcflSzeuemD+RoPeuyo3ypoyj1RUe0gJO6FD9OKrnTrYtnyc+xJq8fSkqFVkuoNIprp9sOkC/iTVmK3hQjbCg+gqQU4D8aHVk+pSiiSabyLZ5cEhFJA96Szj+z20afxAZb6moLhS8kFtjh23Mc/wAI5q6E5z6806krU0u4o7j1OasItRoozzU4xjiuCTNkMaoiOeambpUZpIZGRijpSnrTasQ4NipVaoO9PU0mgRZVuakqFGzUoOayaGLSgGinCpAUKKGcIKTOKr3MoVM+nNOMW2D2M/U9SkjG2Pr2qHT9RuDIkgb97G25D6n0/pVS5lWeZsdB6Utqdrg+hr16D9lZrdHNNc+jPVLe9W7tY7iL7si5/H0/nT03E5Nc94auMrLaMeFxIgPoev610owFz6V99gq3tqSkfO16fJNoYTG+6KX7jgqw9jwa+R/Gem3XhnxbqOlB2WOGUmM/7B5WvrCL99cnngGvFvj94fKXlhr8K/JIht5sDow5B/Kt56ERPF3vLhjzM44pv2mc/wDLZ/zqMg5yaMVFxoeZpSOZXP8AwKkLOerE/U0mKO9AwPPajZQetKRmmAmBRzSjIpcfNQAgqObqPpU2Khm+8PpSYHZeA3KQ3/8Avx/yauwa6wetcT4KJEN9/vJ/Jq6dznvVLYlssy3W7vVdp/eq7nrVcvyc0wLTXI9ahNyPWqjOATUZcZpDL4uRnrTxcj+9WWHGakD46Uhmj5ue9SJJ8wrPSQmrEb8igRLI2HYe9RM1NlY+c/1qJ3OKYDzJimmcjoarM59aZuqWMuG5JUrnrx+de2XiCCytIBwIoI0x/wABFeEJlpEUd3UfqK941Aklc9lUfkBXzefVLU1Huell8byuKW+Qc9qjzTd2VFJmvjHueyOoBpKKQwY0wnAxUhGRTGFNAR9RTGFS4pCtWmIgA5pXUkcVKEpzoAlUpaiM+UcHKluvA700HMSn1Ap0pIJxVYvhcAjafukeld8FzUrGLdmPPWlVcmq/mZNW4SKwkrDWoojqSOH606nmQQwvKf8AlmpapheTsV0IYF86/uJCPliAhX+Zq1tGelRWMRhtIwwIdhvfI7nmpzSrzvIcFoA61IOlRZxUgPFc7LFIzTGUU7NIeaSGR4o21JilA9qdwIWSkAIqfbmgrg0cwhq1KpqPGDSik9Rk2aXmowadniosAFqw9ZvDGuwHlv0rVkfaMmuS1Scyztk52124SnzSuZ1JWRPYpvjZz3NXY1ANR2sflW0anqBk/jU6Dmt6j1ZMdjb0mYw3cEmf4th+h/8Ar12Us+IC3rXAxsywsV+8vzL9RyK7GOcT2yN1DKD+lfVZBW5qbh2PIzCFpXLumIRG0jdWrE8eaPHr/ha6sXUHPKn+63Y10luoW2Ue1ZN7L9qW8twwH7s4Y9AfWvbxCbg2jgpv3rHx3dW0ltcywSgiSNyjDHcVDtPpXS+OEZfGWohgA+8bsDgnHWuexUU3zRTKkrSGbT6UbRTiKUCtLEjQtO2ilxQKAE2igLT8UbaAG7ar3Iw4+lWulVrr76/ShgdL4NOIrz/eT+TV05dfWuV8IsRFee7J/Jq6JjjvTWwmErccGqjEljnirDtlartTYiJjzTTUjlSRgYpuKQEYNOH1pcc0mBSGSK1To9VgKmXhaA3JbiT98x+h/SoGkzS3R/egjoUFQE0MLAxPJpm6lJppqWMvaRGLjW7CFuj3CA/nXt90wlLY6hsGvDtHZ01qwaNSzi4TaB35r2meQRzeYT8jkqx/untXyefRblE9bL9ExQQFFFNPagV8u0esPpy0ynryaTAf2ppp4FNapQDKKU9KQUxCgUjr8tKtEnShbgZkw61RkJxgk/IcAk5OG6H6VpTrnNZ5jZ52TnMiEdO/XP1/lXqYV3vF9TnqrqRqvNXIuABUEY3KGxyasIMVlU3sXHYlU026Al8i2P8Ay2k54z8q8n+VKmdwpLcCXUZXxxboIxx/EeTzTpLlvIJdi/2z0/CmmnZpr9MiuJu7NEN4pwNMFOBosAu6lzTM0ZpWGSg0tRhqcCKTQDxS+tNBp2RSATFNPFPBpjdM0IBN1LvHrUJemF6tRC4y6c7GxXJ/668VcfefB/Ouju5f9HkOeiGsDTk33at2UZr0sMuWDZjPVm0OMCpkGajRM81MpAHPasJavQosxDIKnuK6HRmaaG1ixzsBauVSdp2eG36gfO/ZR6fWu70MQx6bAy8MUGfWvo8gi4zdzy8xeiNO7mWC2ZugVa57Tt05d2/5a55qXXLzcot06scGpNPiCCMD7oxX1VRXizyY7nzv8UbIQeKhOowJ4AT7kEg/yrhyM9K9T+MNrtuLOXGNk8kTH8QRXlw6VyYaV4I6Kq94btNLtNOorpMRuKMU7HOaXNILjQOaWnLxS4phcZtJqrd/fX6VeFUr3/WL9KTGb/hL/VXf+8n9a6Julc34U/1V1/vJ/WuizTWwmI4+Woj0qY9Kiwc0xEJ60oUU8gZxjmoixBxSACtIQMcUobJ5o7GgAFPU4GDTBxThwaQ0FyfnX/cFQ1Lccsh/2aiNAXAjimd8U7tSVLKOo+Hdot5450xHHyxs0pz/ALIzXozsjebHJzG5YEevNcB8N5BF4vV88i1mK/XbXcyoxjyvUV8xnc9Yo9TALdjrRnTfbync8eCG/vr2P9Ksr1qnaS7yy9wvHrVxeK+Xrau56qJR9KkGMZpi9cUsh2iudjF3DNIaYpzTyeKAG0UUhpjFHBpHNGeaaxoQFaQZFU5VIO4dVPFXX+7UD9DXXSnyszmroiAAfIGFPIFP6UnzGE4x+7PHHJBp+Bitq+9yICBwgLseFG4/hS6apWxV2HzzEyv9T0/Sq1/u+zrCv3p3EY+netLhflHAHA+gpT92lbuNayHbqRjkU2g1xmomeaUGm04UyRKM0UlAxwNOBplOB4pNAPBNOzUW6lyamwyXNGeKZuxTS9FgIpuOlQs+RipJm4qoz4reCuQ9ytqb4sZSO+B+tVNGjJEkh9cU7V5P9CUDqz4/SpLZhBZRrkDcMmvQSapWRl1LrSBM+orPmu2uJvs9u+D/ABv/AHaz7i8lnnMMLdeWbso9adbnymEUWQP4ierVUaCguZ7g53eh1FikUEaxRrhB+ZPqa6mwbyrCEg9F/rXG2j7QMnpXSW82NOTJ7GvVyN/vnc4MevcRIqm5vi/XFbsKbF5rJ0uP5icda2HyEwDg19dLax5C3PIvi7b+bpl+5UZgukkz7EYNeKFT3r6B+Ilt9qsNZTGc2yyY+nNfP/YH2rzMI7uUezOqstExNtLtpe9OruOcZtpdhFOApe9ACBaXYacKWgCPbVK9GJF/3a0MGqN9/rE/3f60mCNnwr/q7r/eT+tdFurnfCv+ruv95P610Gaa2Bi5pcgdab3pCwpiEkIJ4qu33qkY8k1GxyaQDScUAkU7NJSAcDmlFMBxTwaQwl+6v41CRU0nKD2NR0wGcigetOKjFNAPTv2qWM6PwIs//CX2nlLuwr+Z7JtOa9QIHm44+ZaxvhHoYls9V1iRc7kMEJ/DkitqUYjjkHUYBr5PPl70Wevl2zRSSHyL0MB8pyDVtTxmnSYZRTAccV81KXMj1Lak8ZywqOZsvgU9BgE1AxyxNQlqBLGeakzxUUXWnMfSkwHUhpoNGaAF6UjUvWkahAQNyKiK1KwxTcVrFgQr/rABnD/L1NORQBtY8qcGmt04HI5GKnG0t5vVCOSB0xzzXbGLqR80YN8r1Kap52rgdVto8n/earp4qrpqsbd7h/vzuWOevtVlutY1373L2Lguoo5oIpBTq5ixh60ooPWkpiQpNJRmkoGOpKTNJuFOwh4NLmmZpCaLAPJppcetRlveoywpqIXFlbPeqcrVO54qnK2M81vTRDMzVHz9njzyWLVHdXJ8pIk5cjAUd6q6xPtvkGeVQfqafp6M2bt+CeIwe3qa9dQSimzC+pKyi0hKA5kfmR/U+ntT7Jcvmq8zbn/H86v2C4IrKrL3bgkakbba3rZy1nCuetc93rd0ob4IR1IJFd+SfxmcuP8A4Z0+lpiDf+VOv7pYFJLAVZiTybVVAwcVy+pzNfagIEJ2g19geMinrqi5ndTytzZMv6GvnBlKyMh6qdp/CvpfWLc2509u3zJn/P1r511mEW2uahF/duHH615GGfLXnE7autOLKPSlpKK9I5Rw6UuKQHiloEOFLxTRRQA6s+//ANYn+7/Wr4NUL/8A1if7v9aljRs+Ff8AVXX+8n9a6CsDwt/qrr/eT+RroBQgYhHemNxTzUT9+fzpiGGm44pxIpzRyLF5hjcR5xvC8ZosBFSZqyLG8adYBayea43KuOoqB0eKRo5FZHQ4ZTwQaGgEFLnFJjFWr3TbvTxC9zFsSYZjOfvUkmVcgP8Aq6jORUnY0wgsQoBJ6YpAML03cR069q1k0CWTS4NQ+0QrFJMISpOGUnvitzQvBqXPi5NMkvYnMUsbbVOd65yf0BpuLWrEme1+DNGGj+CrCzK7XMO+T6sM1zUq/I6dgSK7rU7+PTbM8ZJ+VEHftXBy7iST3JJIr5LPqkHaK3PXy6L1ZCr5QetKDzVdHCuyHsanQ5Ir5mSsepcsE4Q1X4qSVgExUANJICxH3oJpI8AUE81IwzRmiigBQaGoAoagCJhTac1Nq0AxsZzWJ9qum1N3jMhVHCqoJ24A5GOnNbcmdhKgE+9Q+bYW63F3J8se4tGF+8Tx8uPXP869PBSstDmqq+jJ4LiKePMRGFyhA7EE/wD1qcetZ2jwTWtoyXChZWfzHT+6W5/lWjnNc2L/AIrsaUvhClpM0ZzXKaCHrRQaKBCGm5pxB4ptMBDSUGiqAdmmMadmmt0oQiJ24qPNObvURNaoTYO3FU5mJqxIeDVR8FwPU1vSjdmbZzWolrvX5Yh90MFP0ArZlIjiCr0AwBWNZ/vNXuJDzlz/ADrRuJMt1r1K3SJkiNPmfNa9moC5rKgHete2Hy1x1noVEsOePwrq/C1t56I5HCmuRY812HhK9S3sJFccq2K9HJf4xy47+Gbur3QtrdsHkjArH0SzMsrTkZ7fjVa/unvroAZ25wB6mup0+z+yWiIR82Mk19l0PF2MTxTFts7Nv7s39P8A61fN/jCPyvGGqLjrMT+YB/rX0t4oBfTgx6JKp/pXzd44BHjPUu2XXH/fIrx4q2Kl6Ha3eijn6KQGlr0jkAU6kFLTAUUtIKWgAFUb7/WJ/u/1q8OKo35zKv8Au/1qWNHTeBFspL+SPUJTFbM67nzjscAnt9a6bVrGK1vZXshJJYZHlzEcNx0BrjPC/MV1nplR+hr0bR7xtdsU8P393BbWsaZRwMO+DwMngYq4Wegmc01aWiadNc3YuhZNdW1s2+ZF7j6VRuYmS7kij3TYciNlU/vAO49a2bie30jRoRpWpTR3042XUBXnHfqOPwpqNnqK5UkOj6r4nHll7LT5cAFhtw2OSR2ov9Ve2tZ9DtJIprJJAUuNuWxnNJ4du47XUDG+n/bBOuxEz0b15rO1C1lsr2aG4gWCTcW8sEYCk5GKd9LoOprWmsarrGu2TJJDDcRqVVtvHTnNZOrR3EWsXa3TrJPuy7L0OeabYG0/tKD7YzJAW+Zl4Ip2pi0XUp1sXd7fghnJyT369al3cdR9RNNt4Lq/iiuZDFC/LOBnArYaKzvvtlvdarJO1oMWY67hjt60nh9Li3tr3UIo7aaNEIeOX29PSs7Sr6Wx1OO6i8sMzEYYfKAfT0qo6IXUzwTtORhh1B7GtDw/b3NzrsAtFjaeMmQJKcKQOtO16z+y6tKBcJOZR5jMgAAPpxVC2kEF3FI7SKqsCTGcMB3xUWtIfQn1aeW51a7eeFIT5mDDGcopHHHvXdfBu0il8TXl7LHuNrb7hITyCx/wrl7/AEqC++2alo+fsUAXcJSdxY9etd/8PtOk0XTNT3yo73LxgMp6ADJFcuOrewpObNaMOeXKjqtSunvLxpG6DhB6Csp2wWFXTyc1nyH53r84rV5VqjlI+kpU1CCSKE/y3APTdxViJ/kU9+lU7w9HB5U5qeJsxDHrn86pxvG5TJJZCxx2pqHNNPXmlXg1FtARcT7lJ9aRD8lJWRQ7vS4pBTh0pAKOBSNTscUxqBjCKQgCloqhCEAjFZlzZP8AaBdQttcHJIHOfWtRetPK8YxWlOq4PQTimUYYmjiy7FpGJZie5qQGp5FGOlVyMGhz5nclK2g7NKDzTacKQwNApaKkAPSoyMVIaYxqkA2ikopoBaaTSmmmmSyNxVdzjNWH6VVk71rETInbjmq+R5gJPSnuetV2OFY+ik/pXXSWqMpGFpgwXc9SSasudzGq1qdkZFWEGXruqfFchFu2XkDFa8K7Rj2rNtR89aiZ25rhqs0iMkrT0eZliuYwepGPyrLlOK1vD9s1z9o2DkMv8q9LJ9K6OTG/AdLoVh51x5rD5I+me5rpnbAOKr6fbC1s0jHpk/WnXEoHFfaI8RmXrkfm6Ld4HIUOPwNfP3jTRL7UPF9y1lB5vmRJN94DjGO9fQ0oNxbzRDnfGy/pXkfiHRbm91C2uINo2WjRM5cLggjHWvKq+5ik+6OyOtFnnEvhPXIEZpNPdVVdxJccD1rG5HUV6TregeJZYzHL5UkkkAKgTL930rz+5s7mwnMF1byQygfcZccf1r0GjlIBQKKWkAozmnEU1TzTqYCVRvv9Yn+7/Wr2cVQvf9Yv+7/WpY0bXhX/AFd1/vJ/Wt51yPcdMisLwquYrv8A3k/rXQlCRSTsNnYWN9c66kV/F9jtZNJXdsJz5vHf0FcjquqS6vqUl7MkaPIANsYwBitLQ00si8XUbK4uHMR8vyVLYPvisBvXB/HqK2k9DNLUtWIme+gFs/lzlwI3/un1re1K5GlfbrLWoRe6jcIDHcqRgDoM+mKxNHGnHU4hqrSJan+JM5B/CmaqqDUrjyzM0JbMbTZ3Fe3WlHSI3uaP9srcrpcFtpsf2i3YZJP+sIGMe2etVvEbXL63I1zarbOVGI0ORj1rPtiRdw/vTEd64kHBT3rV1iGI6/HFNqTXcThQ8+c7B6ZHajdBsTzWyppFpZCxmi1G5cBXzhXHvVaDRL6bU5LDy0WdF3HLcYo1u9YanFHbai91FbKDFIDyp781nPe3kly9y1zL5zLtMm7BIobS0A3riKW+8Mb1toIfsLFZHDfM2OvFYFmks95DFCgaR2GEPRvarOk3Fvb3Li8ieWCRSCobqfUjvS3VnLZXxdEkgIYvF6gUm1uNI1zZ3fiLxfHpcVubAyYSVQ2QAByx/CvT7Cws9Lg+x2APkIcbmOWcjgsa5jwnYW73UuspNJMWjClpOpfufwrqUkXdwRXyHEGNu/ZRPWwFB252WMcGs0kecymtVPm/Gs6/gaN1lXkZ5r5SnvZnrJmdfQdwODUdo+6JkJ5FXrgh4BgVlx/u7zb2euyGsbBJFsmnL1pnfFOWs2hWLY4QU3vSn7opKyKHCnjpTBTwM1LAd2ppNONNNJDGUlOpMc1QDlWpQvHSowKl7VLYEMoquw5qzJUDDmriyWhmKWlIoAqhBRRil6UgEpCBSmkJpgR9KSnNTTVoBDSGkJoPSmIjeqslWXqtIM1pAllOWq8mfLk/3D/KrUgqtKMQSn/YNdtJ6mUjEjGFGKt2yFmzUAXC1oWy7Ixx1rqqPQlImi4lFaafdBrNiG6YVpH5IxXDU3NEV5WBf2FdZ4EUu11x1KkVxkrZBPcnArsvBzmESAHBCqTXqZX7tZHJi1emzupP3SHJrIuZ974HrTry9JGM5NVbZGkbcRX2a2PDZftRsILDrxXmXieZbC0857dJ0juChRyQDnOOnvXp4wq89ua5C+0G21vV7jSLx5Ehll3hoyAwIGRivLx2lSEvM7MO7wkjza98UwNb26w6PDbvF96VZCzP6da5vxbrMmsQWTzIvnISPMHUr2FdD490a28O+IpdNtZJJY1VW3SYJ5rg9Vb95EvoCa9BO6OV7lLcaUGo92eactAEgPNLuHrTKSgB5IPFUL3/AFi/SrZNU7vl1+lSxo6XwZHvjvP95P5NXUeQMVyvg9ykV5j+8n8mrqRcdjUMo2PDS6il3cJp7wAtF8wmXI/CuamjdZZN+C245I6E57Ve83ByrlW9QcVEwQj61XPpYm1mUUkaGZJUwGRgwz0JFb/9q6frtxPca6RDIkWyARg4J9frWS8Ct3qMwA5GeKFOwmrkzSaR/Y1uiW0hvQ4Mp6BlqddXtLTWEvbLT18lY9pibjJqiY1XGTzTdiCn7QLEUzmaeSQoFDuX2joKUJmnnbSbjU3KFAA7ke/pUl/qVxc7HnlMjou1GI6CoCTUMgYjj73YVM21Fjja56RBdtpel2djGmAsYcn1ZuTS/wBtSIfm/nWrpkela5o1vN5sZJRVZScFSBgj9KrT+ELeY5t9UjT2Zc/rXxdZQnVfOtT36UlGCsSWviaFcLIwH41txataXUeN4II6Zrk5/BF2sTNb39pOw/h5U/nWHc2mpaQ2Zopocfxfw/nWDwVKb916miqXO9kKuxVPumqdxCybJPTrXM2Xify2C3BKjP31PFdNbanb3UOxiMMOGrGeGqUtWjTmT2Hdeaen3x9ajXp1z71JFzIornloNFt6b3pXPzEU0c1gUPFSLUa1MtQwFNRtwakJqM80IYhoFFKBTAUVJ2pgp2eKlgMeoWHNTPURqogR45paU0lWSxKKKSgQtNNLSNTAaaYTTjUZq0Ah60h6UtIaaJZG3IqFhUzVExrSImVZFzVS54tpf92rr9TVG94tm92ArrpayM2ZjdhV1eI1FUD80qgetaJTCiumoQie0GZhVq4fauO+KhsF+83tSXD5k+lcsleRY2OMyTqo/hGTXX+GywuZlA6xg/rXOWMeIjIerGt3RZ47e+VpJEjXByzsAP1rswFS2JijHERvSZ1EGny3DliDiteKzWFAMc1z9z440LTQY5dRtt+PuxkMfyFYt98W9GiQiKO6nYdD5e0fma+9hTnJaI+clUiup2dwUjDE1y11eRWHif7XMxWGICSRgM4GDziuQu/i+JCRFpw6/wAb5/lTNH12XxIt5c3SJGWzHheRjFcOZ0JRpqT7nThasZScUcr421e31vxReX9qS1vIR5bEYJwMVxWuBRdQgLtxEM/XJr0G60GKU+XAyyOF6Hg1zep6Gsl24ZNrqAv3iK1p6xRm9JHH/SnLmth/Dk6jKZYexzWfJaNC+2VjGf8AaFU1YLohOabnBqVo/SRD7nimmGTsFb6NQAw1Uufvr9KuNFMB/qmqpcgh1yCOO9S9gR0ng6MvDeYGcMn8mrpPJbsDWL4HtpprXUJIk3hHj3DPs1dbbRRXEe5ruOM7toRutRytsvRGYYXPQZpv2eQ+tbN5Bb2RkjedzcIMhQpwaR0t7O3ge5jd5ZRu2Kei+tNQewuZGMbdx1NNFu+cV0cVpCupWxAL206EoD1qlZbf7VjQ4K+bgjHan7JiujJFrIzYCkn0FSNp1wkZkkgdFHUkVtyh7ayvZ4eJRcmMsBnYtQpK82g3pkd3bev36r2dhKRieQoFIYh6VO3WjFZ21LJWs7BIN7ah8+3JjWI5FWdN8PDVNcttOScqkyGRnxgqKgMWni23S3E5kK5KImAPxrSe5fT9bjntEkZhbqqIvLEHjj3pYi/sny7hT+NHQt4asdFu90lhM9ljaXVmBB/2sdRV2bRdHuLUzWeoXVjkfK8cokT8mqS68TtpsMcE0vnXQXDgep7Vy11cm88y5gsZkt3b5wMCMt6gHv8ATivkI+0nK8nY92EFY3tOutP0ouo1J7uV+GkkIX8gK1k1eyuEMe9SDwQeQa89xE2QqRoSeAVVjn86tx6LJMwX+0WtJTyEaLa35VNTDxnLmbszaNkrI6DUPDOjaiGeOMQSno1udv8A473rmJ/Dmr6Q5k0+dbqEdUxtbH+7/hWnHoGr2i77fWGnI/gZOtV5ddvdOk8u9gkUr/EUNa05VI+6pcyE0vQveG9Ua/guIpYzHPAwJRvQj0PPat23B84GsHS9StL7UhJGYy8qFDtPP410dqvzk89K83HRUZXSsa09h8nJpqmlk600V53QslWpkqFanT7tZyGI1Mp5pKEA3FKKWheKLgApw6UUVLAY1RHrUrVHVxAaRTacaYatEsDSUtIaYhDSGlppoQDSaYacabVoQhpDTqY1UIjfpULVK1RP0rSJLK8hrO1J8QIPV/5Cr8p61i6xMAbeP2LGu7DRvIzkxlqPMuQOuOa0WIziqWlL8ksx6ABRVrJeQKOrHArWr8QlsaFuAlru7sc/hVbmSXA6k1bnIij8tegAApunxFpDI3QdK5r2uy7dDTjjWOIL2ArN1gLNpN5EOS0LY+o5qW+vDEh2daoWkM9wJTIxwyMMfUVpg48tVTfczrawaPN4pyIxtOB6Uru0g65qi8nkkpg5Ukfqakt7nB5FfquFqJwR8XWg1JsnELE813fgwiLSrlj0V2J/Ba4zzQ612PhZgvh67YdWMn8q87PLKkl5nVlrbqO5mN4h0+VgwutjH1Ug0x7+2mlZhdRNu/2q5ttKuFXODg88ioGs5kzlcj2rmpSXKjqmtWddHEXIdHBHqpqR7ZJkKTQhseo61xYWZOAJB9GNWEu7qEfLPMn45rRSRHKa114bhkXMD7D3VuRWNd6Pd2ZJKsE9VGRVpdav1GDMHH+0oqxH4iu0XaYYWXuMHmnoxmCVdTgSGs3UCxlTc2fl4/OusnutLvM/aLCSCQ/8tLd/6Gua1qOCO6jFvJJJHs6yLtPU1Eikzpfh1I0d5KwJAMsasM8EHdXU6jCLfWJgqjasoIH41zPw5tpLiS8ZB8sbxszdgPmrp9TkE+qXEqfdLAA04vRCe5L4gwNUdgD80an9KNa5mtCOQbcYpdbZJbmJldX/AHAzg9/SmC6tLqzhhvvOWWDhJI+cr6U21sIu2p/0fRWPXzWXNU47uUawsRWJQJ9vCDPX1pk2qg3ds8ERFva/cRj8xPvVNrhjeNcqoVy/mBeoFDmgSZauL25sNVvlgkAVpMlWUMD71ILqW70S+eUgkMv3VwKz55HubmSeQDfI2W2jApg3hSgZgjHJUHg1POOxHRziphF9af5VZrcoe1vYrF816zMRnasecGtzSmSS4udQtlcyhEtbcMMEMfvN/hWAIx9R1xXbeELJf7Ke4aLD+c2xn+6RtAzjvXn5niPZ0WzfDQ5pmlp3h63s7QrqBgnnlYtIxBbJ7Aew/nV9NNBA82eaYDorYVAPYAVZitmcbtzjPVz95qe1pE33/MY+7V8LVxc5Sep7UUkim+nwg/LCv1I/rVa502CeIx3CPIn+0c4+npWg2nxg/JLNG3bD5/SoHhvYeYnE49Dw1RGtK+kjZSRz8ulX9mc6berNF08mfg/QNUEmty27GDUoJIGPGJRlT9G6VvNdws+y5haGQ+oxn8abcxwvDtkKSRPxiQZX8c16FPEapTQOPVHPTvp8kkVylvDvV8hlUA5+o610kQ+RnHfkHpmvOdb+x6feyLpM5Yxg+fFuymfRPfrn8K7Hw9qAv9ChlBLAfJn6VrjsPL2ane6Jpz1saDHLUmaCaB1rxzYmXkirCjg1XjqyPu1lIZGaKGpBQgFpcUgp1IApT0pBSmkBG1Mp7Uw1SAa1MNSEcVG1aIkbRRilFMQ000080w9KaAY1NpTSVaEBphp9IRxTFYhaoJTxVlhUEi8dK0iJmfIxLcVy+pXKzazNCDkQqifpz+tdXO/2eOSQgHYuR7nsK89UuuoCeXrK5Dn0zXt4GmnFs56jsdZDLHBYqvc9ferenYlmMnURjP49q5zedvLECuntI/s2nIuMPJ8ze3oKzrQ5VcqJLKxkbAq8uLeAfSs6Ntr5NPlmaY7QfyrhlG5cWM2PdT+2a3bSz2hQe9R6fYhU3Ecmtm3gwwJI4IrNVv3iihzh7rZ4dc6chvJ1PJWVh/48aYdL8s52nFbuoFbbW75NnInYfrVO5vAUK45r9hwEYvDxl5HwWJnJVWjJmxEpGcGu48MKI9Ft49uS+XI+tcIqNe3aQKMlmwfYd69P8M2scuqQWzcxRow49AK8POKynONJHq5fTcYubBoInX54lP4VC2mWUn3oVrsX8P2kgyrOhOOKgfw4V+5Pn/eFKMNC29TjJPDVjICQpBPpVV/CNuR8r4+tdudAvP4Ajj2NRPo1/H1t2P8AumnyiucBN4Pcf6sqaoTeErtOkRNekGyuY2O+GRceq0BGHBH50rMDyqTQLuLO6JuPY1zGv28ltdRLICCY88/U1720RxyoYH2ryn4oxLFrdiFQLm1zwP8Abak7jK/geaZLXUY42YK5TcF78NXTLEwXbt5A6dzWH8NrC71Oa8tbO3aaRmTPZVGG5Jr1OPwfaWUiR6zrUNvIeTHECQPq2KL6WLjC+pxQgweABnnmk8og9T+Ar1G38GeHZI9yTXFwDzuSYH+VXbTw7oNmxaNJmI/vPnFTzI0VFvY8hNs552Pj1INRuqoPmOK9ul0jQ7qPElor/wDA8GsO98DeHp2AT7VbFunlSZH5GjniP2EjykSp2BNSJ5khAWP8K79/hpYs2Itbuox7woav2nwu0ZUzc6lqVwfVZRGPyAqueBHsZnEWOhXN38x8uMDu7hf51qR+GHkwLZmvHPQQLuH59K9H03wtoGkKotrCJnH/AC0mzK5/Fq11kjClUAAzyF4/lS9ouhSoPqeUweBNauLqNJLQw25P7x2kGdvoB6mu1g0mZGjj8kx20ChY0BHNbU9yY2UgZGQOO1TmUYOBXl43DLE6SOqlF0tjECzyytHbwH5Thnk4Vf8AH8Ksf2ddFSTPF9BGT/WrzSlVLcYHNQx34EhywKsPlX0NcMcpoRVmjT2kzKuVmtATKm+MfeaI9PwqON0lUMjbkP3SO9bEzrIm8DbXO6jY3Fq5vLAYAO6WEDhh6gevtXn4zKI2vTN4Ve5HMI713+0IGhjOFU9frWawSFhFI+Yyf3R649qne+MsYlT7j9Pf1qpckGI9MdRntXmQhJS5Wda2OQ1aGL7YIxEkckbHyyqgB1P8J9811PhuEQ+GbUBNvmF5Dx3JrmNa23CBicOQQD/tdjXY6auzQ7BTwwgUn6nmvRxc28OkRBe/cex5oU00nmlTrXis6SzF1qyeFqvDy1WHPFYSAiPSkFLRigBRTxSKKdipYBSGlxSGkBG1NpzCm9KtAIaibrUrc1ERVRJYlGaQ0VYgNNIp1HWgCFhxTRUrD2pm3mrTEIKUinBaXFFwImWo/LDGrDDimNhELegq4u7BnOa/OoaO1Xg43sf5Vxd5g287HjapP410Wqy+df8Am5Pzhh+XSufvudPuiB82zAA7knAr6TBx5bI4qhJoM51e9jiZSpUb5WHTaK7N3DHODjoPYelYvhzSjo2mbJcC6nAaXB5UdlrSeQDgGscbKMqlobFUr21HFz0FaOm2uW3sKo2kEkrg7SRXVWFiyICwIrycRVUFY6YokjibgDpV6NCoGaVY9tKWrz6dS9RMua91njniM+V4j1EHr5xrAupvlOOta/i2Xb4o1JSeRL/SoPDFtZ3+pst4DlkIt8nA3e9fsOHxLp4CMl2PhpYfnxTT7hpNu1nmVsNMw/IV6X4GgMstzd44RBED7nrXEGzkW6+zqpaTeEUDqSelen6Xbz6DpENoIBLt+aTyxzvNfP0ebEV/as9yqo0qfIjbA9BkfSpOnUVnRavHuPnW0yHqeM1Yj1TT5CMSFSR0ZcfrXs2PPLqOS2FGBRLJtHUZ+uKjinilJEcit9CKSaMs6k5UDvt4pgILl885I/OpgLedfnhQn3FVyrKfX3AqWN5AcBRjuaVgEk0vT25a1HP9014P8braG28S6asCsqGyzgnP/LR6+gUO7gsAe1eD/HhdvijSxj/lx/8Aar1E1oVEv/A6/Sysdd3MBukgxn2EldtP4luIdRuRaRQ3CSYby2YbyfQA8EV5F8O455LXUhAJs74uYwTjhq6G68M31ywlklVeu15W2Efj1rB819DshKHs7Pc6r/hItBllxqWjTWFx1MtqzQt9eOK0I3sr0qbDxGQ3aO9Td/48uDXFWelXduSJPEC+WMDaVMo+nNWnsNO2kqzvKDkvFH5Yqkr7oy53F6M7nbrMakrAblf79rKJB/3ycGsm48QTpfLFMrQkDkXCmI5/GsWzhurUl4NXmg7qSMj8e9b1rr+ujbFcR2WqWz8FSRn8mqXTTLjiZJmtb3s7hSPmXsRyK07e8d5fL6fLk1lQal4dmKxS6W9nKCfMMLFAMewqxc6no0M/m2VyyqRtIfn+dZuFjZYi+6NSQzAExvg+/Sstdce01KKG5Uo0hKkf1FQv4kiyQwidf7ynH6GqWrrDrGnhoG8q8gYSW74zkj+E47EVDN41Ys7KGZbpMAZ9TVkq+MhCQK4/wn4htobOWG/zbXRk+7OCBj0BrrRqVoyZV1IIzujYGhNdSJNt6FW5uAFK9D6HiuYhvX/tAR4y2eBn866O5ktJYZ55ZMpGuQzHGK86sdVL3VzK23945KHPRe1Zy3uaI76bVEKSqAuRwPrXOP4mfT/Ep06Y77e6TzLdj1icDlfcH+lUn1FVGE7ck1yOratby+KbBfNbzYWwQF4PHQH8ayk7p2JlZHYS3Ucl4+wbFmG4gdAw9KpyXYadUJwpzn8qzxOVu4dx48zAqpfXHluzZAwTivAq0k6tzvg9LFC/n821gC/fD4P516C2Y4YoxxtjVf0FefWVlPfXUMUEEkrBwzKi5wM9TXoVwQZWweBwDWOPXLCMR02nIhBqROtMFSIOa8hm6LUA5qV+tNgGOac3U1zvcojpaXFOC0CFUUtAoqWAU006kxQAw0wipDTD0qkA09KiapTUT1cSWM70UUVYhemaSlFKBQA3FJt5qTbShaVwGbaXbUgX2p4QmlzDsVnU1marKY7YoD8xrYlxGpJrm7uXz5mJ+70FdWHV3cibsc9qPCxN6ED86yg/kNDcOoMazJkHv6Vs6tGRaZ9GAqt9ni/s6ETqAnmq7/TNfQ0ZrlRySRZS6Z235JB5zmuk0uK2vEU4Ut6Vy1/ps9hM7wgtEDyo5K/T2ptpqbwnfHJtPtXPXo8691lwdtz0+2s4IlGFUn+VWS6qOSB+NcDF4kuFUBmB96V9flcdDn1FePLA1JPU6FUR3DXcY43UizK5wD1rz/8AtW6d/lJrb0y8nyvmk5NN4Jws7g53R5346Xy/GF/EB8zurfgVFZ9q0sE8TwnDxsGGfWut8baK83iRb+IbmuIFIB9V4P8ASsu209YV3S4aQjp2Ffq2UUlXwcU9rHxOPqeyrux33htbTUbuDVlQ7xkvkfcfFdevPzZBJ6kd6858GyTyapeWSt+6eMSEZ4BFeh26COMoOg6Zr5urW+pYt0WtGz16dsRh1U6omDDBG0HjuM4oW1hlU74kYH1FNB9qsIxUACvbWqucZUfS7cDKCRD1BVqaLW442Xs+B/erS3lutNZcmqAp7byLaT5TLnqOM06O7vNxDWcbxHoYpcN+tWgo7gfX1p+4AYxxQBCLxCn7yGeFvdd36ivDPjhPFceJNLeKYSD7Dg+371+K92L4zgcegOBXhPxy58S6WfWx/wDar1E9hxMj4fSyRwahsdlBePOGIzw1dt5ZmU8/N1JzWD8IfDt5r8GrfZvKCxyQh2kbGMh8fyr1q3+HKIP9L1UAE52wrn9ahFnCrBuUq7D2p0duEzu6dMbs16Svhnw3YqGuZZJNv/PaUKD+FN/tnwxYBhawWzuOgRN5p3JOEtrK7mf/AEe1lkJ4wsZP/wBatS38JazPj/QmhB/ikYLW/c+PRFmOCxkDKcFWwgz9BWRL4v1W5nCJ5UIYgDgt1PrQBDqmk/2TbKLp45btnxxyEAHrXKXk5idmexUr1MiPjn6HrW7q1zftITM5mRWYOwHf6VhXQe4UcA7RjH/1q45tpnbFRaKD3FjJN5rXM0DH++uR+Yp8utyW3yQX4IkwWeIEA47E9aozxmMnIx/OqjKHJDKCPpSuLkXQ6GHxNeeWqidZuAdrqGz+BFWzrEHmAPbGN+jNExTmuTWCSJt8LvG2OqnFPefUguPtAkH/AE0QGk7MfvR6nSXV3HfWz266xqNsH4I4cH29arWulTQ48vU7e7+vyECueF9dLjfaROfVW21u6W814yQnR3JbgHzgKmUU1Y0hKb3LGpf2hZ6dPcW9q0ky4Cr16/xY74rlNGFxd+II3eM/uxk/utnHUnFeqL4I1RoDLaXEMTkZ8oylufTNc7fT32mXZtNUhCzAchxgMPY+lS6bUWkJyfNdkPmh7vzNwKRfMT2yegrLv9TgjnCSZkbqY1Iz+NbdtPA5B+y8ZzhBlST+hqgnhXS2uAwurhQefLbA5+tcdPC+9eZtKu3G0S/o+oST6RaGKL7OkmsRwlEYjK7CeSOtdZIcux9zUOn+GrSDTIljZEEdyLv983Uqu3j35p+4nqOTya8rOUuZWNsE3rcM1LGeahqeIV4Etj0C3HkKadSrxHikrmZQAU8UgpaADrRRR1pAAoPFKOKaaAGGkp9NJqkAwioX5qYnioXNXETGZozSdTQaskcOBThUYNSLzQwHgZpwWlUGnYrO40AFOJ2qaQZAqG4l2RsTRFXdht2Rn6pdFU2K3LcfhWMBk4FTXEhmlLdu1EK5bJr0oR5I2MW7sgv7USWJ4z8yk/nWVr0S2+kXIHXZgfjiuo8rzbaUEdq5/wAYIF0jcvR3Va7cHUcqkYmNVWi2WNCuhrWlJ5h/0iAeW/PK46GmXnhtncyIpDH+JOh/CufsbttC1NLtMm3f5LhR6dj+Fd/a6tayqGBDIRlT6iujHU6uHneGzIw8o1I6vU5iPw7dhvmzj/cNXYfDkhHzuwH0rq0urZgMY/A05pLbbn+teXPGVG7WOpU0YcOhxQDOSxokCxSAKcEVburshSIzxWNI7liT+dKLnPVsTsi34gtmvvD32iAEz2LeYFHUofvf4/hXFPdqVLE54yMe9d1p17scJIMoeGBHUdCPyzXBeILAaPq89qufKJ8yAnuh6Y+nSvu+GMwaToS+R8vnOEu/aol0TULqz1Z7y0kKSomBkZBB6gj04r0LQPFcOoXKW11EtvdOdowflc/0rzXSQR5rHgGn3DzXF3Fb2IZrqSQLGB/e9favo8dluHrL2s17y6nl4XFVacuSL0PbiNvHepUboDVWFpmSETYafaFfZyC+OcVJFKHzuVkYHBDrg15SVtD0y0HGetOyD05qDHOeaCxB44qgJwTjlcUhIqAyMe9G5vWgB5Yk14b8cTnxJpf/AF4/+1Xr3AfWvDvjhn/hJNMz/wA+P/tV6znsOI/4S63eaTZawloIt0skJLOuSMB+nbvXbXOt6tdf8fGoTlQeVjbYMfhXnvwytGubfVCbu2tkV4tzTPg9H6Dqa7xoNJt4ybjUbm6A6i3iCD/vpqhNIsTUoY7bU7mJ+djDG9s8EA9T9apB1ZsRZZtwOEBY/pWlr+uaTp2qOXs7eSZoY5Q8xaQkFBj5Rgdq528+IF2sZS0V41xwIY1iH6DP60cyC1zr9R0m+bU7sxWbmEPlZJnEa8j1J5qrHZQW86GfVbZNrKQkGZSeehxwK5rxfruoLrrRxCIo0EMoLruPzIM8muXl1G8lcMbiUvx8ik46g9BUuRXL3PWdUvdFsdSuxP580gkJZJJhGoJ9ABnFcrPuSVmjACE5UZzgduaZ4g0fULzxfqM9vYySxyCNlkOFXJQHqf6Vo22jatcWyGSGNpQvCwuWLY/DrWM7yNKbS3MOeeNm23EZQ/3hyKgjtYpM+WQwPvWk8e7KOvIO0gjGCPWqE2nqjExlh7dKzNyYWEmOEb8qqy2sqk5Qge9RPHKpO2Z1/wCBmqxuNShb5LqRl9C2f50hl6GFI/mIBbt7V0fhe7ih1IzzqpZBlAegrlEvLzOZGRvZkFWobva24QBGxglWPP4VS3LTsesx+KmKkZTGM/dFc94j1dryzZbaO1a5GAhuYRIACeetcqmosoII7etRSXZJZy360Sk2y7xaNfQdLe61NXupyQfvCMeWmP8AdFd3eLoRtzEbSArjuPmJHcGvNLTVp32Q20LyTjjEaEk1p29vqF2d90/2WPr8xy5HsB0oexLcEdClnZf2d9o8x5czAJu/hwD0qL096tpcRQ6SkdpaRRxrMIsPlyflPJ9DVMAjj04r5vOFZo2wcr3sPHPNWYuSKrqM1ZgGXHvXz09j0kWz0ApKVhg00VzFDgadTRTqQBSikpaACkpaSgBtNI704009KpAMbpULVM3So2FWhEXekPWlOQaaTVkiipUOKgzzUiHmhgW0NPxmo4+amHFYvcojfKisXU7nnylPJ61pXtyIo26cVzbuZJC56k114an9pmc30GgEnAq2i7VAxzTbWFnbNWmUGXaK3nLoTbUngQ+WBjrXM+LR/wASqBf+mwz+FdYvyhcdq47xhJtsIfQyZ/GunLta6M8T/DZiQ/vC2cHPUHvVcavFp939nRyYF439kb0qSyk6MetaMg0uWdP7RtkRph8s0fI/EDp9a+vxkU46q55GFfvbklpre9AVbf8A7pzWhHrKEYZwD7nH86rTeBLZlElrKTu+YFG4P0qo3hPV7Y/uXMqf3ZfmH618/KnhZPex6yc0ba38bAbjz9OtKbmHPJFc9/wj92x/fW8tuf8AnpCSV/LtRJ4c1qBN8E32qI/7Rz/9apeGo9JCcpdjoxewIMhhmsDxrNHc6bZ3kY3SW8hhfA/hPI/Ws0xXUT7bq2uom9skV1XhzQ7ZozNJOXZ8ZUZIQe+e9d+XUfY11OLOPFvnptNHCWaaregx2ttIqseXf5VH5811UOl6j4V0ybVIUjF6cK15Oh/dhv7v196722s7O1GVRfMXje5yfw9Ky/FepQro1xbSSF2m2qiA5JIOc/SvrKmJnNWb0PEjRjB3RzVt8TNZsv3eo6ba3QXrJAcZA+lbFr8WdDl4vbW5gbvg5x+def29hLNNLIVOAxOQaiuBIMjPHoRmsbGmh6/Y+OfDV2dqaqqE9Fl4Nbtvf2d2B9nvLebP9yQV89/ZoJeXjjb1O3H8qbHYoJN0BkiPYxyFaNQPo8xsBkqR9RSBcjOfy5rwez1fxFpfFtr8yqOiSneK17f4qeJrLAura0vUH8Srgmi4HsZQgV4b8cBjxJpn/Xj/AO1Xrpbf41Qkhb3SGiPqM4rgfib4nsvFOsWN1ZKyrFa+W4b13sf5EVM3oVHcyfDlzcQQ3aw3DRBipOMDPXv+NbccNzfEqqTztyMgFif6V0nwQ8M22vJq808EEjQPCqmVC2Nwc8Dp2r3WDw9Y2cRQzBFxyq7UA/Ks+VMu549q3hTV9Yk0+S3tNqnT4Ud5WChWXIxjr2FPtfhVfTKftd5gH+G3iLfqeK9jhl0qxVpmZPKLYWQjO0e+eeuajuPGeiwBhHK9xIOiQxls/wD1qTSFdnH/APCurPUbuGe6tDM8VvHATLLjhRgfKK2IPAumWA3M0NsgHCxoqcfU81Bfa3qtzbI9rttVnJZg7AFQCRj8sGsi5Zrgqb3UfNZOML1/M1WiFqdDLc+G7KQvdH7ROMbcKWyB0Pp2qJvGduoEOn6dyTgbjggeuBWBfTWMT20kkayEwKUDncSBkVJC97OoNrZtGnqyiNB+JxUtgkYXizSbz+0LnUlgKwtJtcRjgEDhsehrlGldOk+O/JzXp1+8Ud5ItxqMMS8fu41aR+RzkdKpQnRTdwqunG5aSQAtcbUHJ/ugZrGULs3jVsrHn7bJgPMjGf7y8VGbNT8yE468jFdjeWdkbiUDT7aIK7DEYIHB4zzT7HTLCe9McsCsPLcqpJwCFyKhwZXtEc1Z6NJcgOoAjzgO/A/+vWsvha3Fr573rHEnllUj74znJ+lWfODIgX0GABgVOZcaJNlvu3KcE+qmqjEiVRmb/YenRAs/nSD/AGjgfpV+40/TrR4RDYRDdCrksNxyaSC0vLr/AFNrM4/vFCB+ZwKvahbxwyW/2q/t7crboCgzI5+gX/GqUUTzyY3SZWGqWqIoRNx4Rcdj6VTDqF+ZgM56+tX9Nm0xNTt1hW7ncscPKRGnAPbrVFdbuEUfZbe1tf8ArnECe/8AEcmk7WFqaMME8ulEx28hAug3oMbTzzTO/se/rUT3k93pkDXM0kzG+Ay7Z429B6VKevSvmM6d5I9TA7MlWrduPnz6VUXtV234BNfOTeh6iJGOc5poNBOaQViUSAZp1MWpAKTAQUtBopAFIaKaaYBSH0oooQEbUwipG6VE1WhMjYU2nNTR1rREjSKVTg0pHPIpABmmBYjbBpzy7QTmoRVO+uNqbQeTShDmkDdipfXDTSbQeB1NVoYmkcKPWk55HOTWxYWYij82QfMeldsmoRM1dscsQggx3xUMILSE+tSTyAtj1pLRcvXPd2uy0WWB8ts+lcF40fbY26Dnkfma9AlH7pvoa848a8W1imfmZ8/gBXpZOr1kc2NdqbMW1myFGcE8A+prqZPD915qTRHbNsCMHIKHvXG2shjmifn5XUjj3r1ax1COaUGQEbuSrda+gzbEzpJKJwYGmpNtmVaw6rp6IkUSSAfwxSdPoDV6PWtQg4udMuQB3VM/yNdGsVtOnI7djTHsWHMMp9gea+XeLhJ+/E9dRaMMeKbUNiVHjb/bUjFIddsZpMrNH/30BWpM19bL+8gEqe3P6VEg0m9BE1jbsT13xDOatSotXsxNMrJqFm44mQnscg1r6Be2y6sluxjaOckOhA5461kXXhDSZgXhiMfsjECtLTvA81jYwy2d0BIwLAyc49s16mWQhUq3pyehx4uSjCzQvi62s473zYoVVIItyPGdu5j6+vSvJbu5lnv2mkcsQeCTnH0r1TX7e4fQLlZYyk8PzFcfmfpXk0+BcEDuc19hbQ8Fs2rUIsLHpnrVB4BPIwC/LmtG2gMkA9xU8kCw2bEDkDNWIxxpyMNgbFSJpcYB3HJ9qtaWGmY8Z5rUnjiEexQffApgc7NZWlvAWWHdIehzWcLGXcCRyTmusktYIoWmYkkD+I1kxsZrtnPQUrAZ15beWRHtG4jnvXJeIYliu4lVQP3fOPqa766RWYsFyx6muJ8WLtvrf5cfuv8A2Y1nNaFR3O1+EEl4ttqy2929vGZYfM2Njdw+P616gJXjjAe4PXJOeTXmHwiVDYawZLqO3QTQZLKWJ+WToBXoztZIhZYb25XbuDzkQIR/OoTLJLma0isLZmQsPNkQGQnrwaSBr+4Ui2tZEj67lUIv5nAqCbxDb2+jPcW5gi8q5WNhaIJCu8HqW78Vylx4qe7ZlKSvIe1xKSfrt6UmJnZ3kSvp9t9q1GKFlaRT5WZi3cDjisuWbSrUhnS4uT/euZBEv/fI5NYrXl5eeFAUkIZL/YfL+QYMffHuKobYYMvv82XuzHIB9s0mhnazaw0dnYG1MFt50bquyPkANjgtzVS9huLxS01w8pIyTI5b/wCtWNILi/0LS/IikuJVnnjxGpducHnHSrkNnrNtEv22S3sbYnpeThWA9lGWNJgi9q8bG/DFzte3iPB/2cVWt2KXELg7drrgn61pX8ukbbKV7q4ui9sm37OAiMAcZ3NzVQapHDhrLTrWIgg+ZIDM/wCZ4qeoC3Nnc3Gr3iW1tPMBO/3EyBk+tXNLsJbfVIRcz2sLlWHlNKHfkY6LVHXr27n1W7ikup2hVwVTcQoBUHpVbQiqa1Z4AGZcZHXninYaZOkukW0SgG7vmA6gCGPHr3NW4dVWPSLs21rb2gSaLlE8xuQ3XdXOPIFcxA5KsVwMk8H2rWtNNv7jRL79x5IaSEo87eUpwTnk0JCK15qT3bFXuZ51HUSOcfkOKdqchVrMAAKbOPp+NN+y6bED9p1NpZQOYrKIuP8Avs8Vev762tkshb6dDIxtEYSXeZGVeeMDikBV0HzJ9atxHG0gDEnYM9j6Ui6TdQorXkttZ8f8t5QWP/AV5qxpmp3t1q1tFLcyeWS37qMBExtP8K1iwjcqFupH3jyazkWjolWzj0q2CTzXWb44aNBGobb78kVZZPmwazI1kOkWxSNpdt6zMQpO0bepPatwIHUMO9fK5y/eTPVwS0ZAoq5H9yoNmDVgcKK+fmemJSjrTc804VFhj1p4NR0uahoCTPvRmo80uaAHE00mjNIRQFwzSFqQ9KYTVIBzHimHmgtSVQhjCo84JqZuRUOOatCaHdaMYpBQzcUxDXcIpJ7VkzSebIWPQVbunJQAHk0yysjcygfwjljXRTtFXZL1H6dZ+c/nSD92vr3qzfXiwpgH5vSpry5Szt9qYAHQetc6S91cDPVjn6CnGPtHzPYTdtiZJXlbe2eTW1ZR/KMjk1RigDOqgfKK2oECoKyrzS0RUUMuFCxN9DXlvjiZWv7GIHhISx/E16jfHbBIf9k15B4tbfrSL/dgX9ea9fIY3q3OPMH7ha8IaUNU163jYboYh5sh9B2H516lLosEvzqxDetcB4BuXtDeSi1nljbaryRpnaBk4rvl1qzCjdK6Z/56Rsv9KvOpVpVrR6CwMIqncF0ueH/VznFSC3vxwHXHrmp4rqG5TMcysPVTSS212TmG7x6blrw7Tv7x3XQJHeKMO6kVXn03zG8xCof0FVZ5tbtfmMazIO60y28SxMwS4QxOOoYVfsalrx1C6NC08yF9ki9eK7fRpIjpcaSuo5IAY9ea5Bby3lTcrqeM8VDqCzwmKXLAooA56CvayGE/auT0POzFrkR3mp6bHqGmXFtxuliZFbvyP/rV80XFnJDqUltMpEsTmNlI7g17Fa+IL6MCMylh/tGuV8VW0Fz4ggvvLCzSW4abaMAtnAP1xX2sbniMyLeLyrZcjoKrXs+23bnrxVy5kUDYDyKx7wl3Cdq0JLGjJgO5ODWq2Bk1Tso/LiUg84qzNuYD1oGZ14XuMISSoNJDAFBIAqw8YA54pEPUCmIr+UGkwBXEePIvK1O0Hrb5/wDH2r0FEw2a4P4h/wDIUsv+vb/2dqzqbFR3NTwO1xD4H8Q3Ns5R47u1yR2BEgqz9pupxsuJppF6bXkLD8qs/DO1gu/Ani6O5uBbQh7Z3maMuEAEhzt7mpkv/C8DbbW01PWZiPvSuLaE++BzisiupbsX8zw5rUKctG8EwROTw2Og570WfhrVbzFxLZPFAekk5ESn6lq1tF1i8a11WO3gsNPC2TSJ9hh+dSpB5duScVlTySXTl7maW4c87pXLfzoCxuwWGn2/h+/hudUjkSOaGV109C5TqMZPHPrWa+o6VaKBZ6Kkz9pb+YufrtXil04F9M1qIdPsivgccq4P9ayGZTIUX5m6hV6k/Shgb9xrWpT+Fyy3DWwjvhGUtVEKhWQ8YX6VzjENIXK7nPJYnJP4966Sx0bUpvDeoJLbfZVM0M0cl23lKcZB6/yrPNnoto2bzVpLp1OPL0+HI+nmNSYxNRlxougzBgCIZYt2em16Sza+1FcW1tcXJH8cUZI/PpWlNqlvb+GrCbTtJgVEupYla+/0hkOA2R25rDvdX1TUI2W61Cdl/wCeUbeWn4KuKTQ0djq+nxfb5Jru9trTMUbMrMZJCdoH3F6dKqadc6NFqVqYUvLuQTKBJIREinPXHWsXWJGjutOuIn2GTT4TuU4ORkUkOrNc6hbTTbGlV1AZFAPB/u9zQ0I1rjVLu2u7iO0it7JUldcwRDccE8ljzTElkutO1UzyyTOUiJMrFv8AloPXpVq90S9fUryUxi3tzMzLLcOI1IznjPNLYw6dFZ6iJL2S8P2bLJbIUAAcdHahCuYZ2qBuwF6DP8q2LjTr28ttNkgtpHjW0AaQ/Iqncf4mqJNUEDlrCxtrdezyAyyfm39BUmqSXN7aaZLNNJIWhcNuPBIc9hx3pMZZ0mwt7fVrb7RqMDS7iBDagyE8Hgt0FVYprK2jAtNNWVlB+e8k3nr/AHRxS6Shj1izyAq+Z9OxqS20u8nQtHCRCpP72Q7EHJ7nr+Fc9R6GiRblu7qfRFLzFQbthsjAjXG3pgYqzbTAQAEgbeBSLBa2+mRxz3Hn/wCksR9m6A7ehY/0qlET5e09K+YzX3mrnq4LQ1Qwc1ITVS2Yk49Ksmvn5KzPSClBpKBUgPzRmkopWGOzS5FMFLmiwDwaDTaCaVgEPQ1CTzUhOajIqkISnL1puKeoxTAUjIqFl5qeo3XmiLEyHOKaz8UrnFQM2a1SuIYsZnn2jpWqTHZW5C4HHJqjbypBljWff3jXL7FPyVooubt0JukV7y5a6lJJ4HQVfsbMxx+Y/wB9hx7CodOsxO/nOMxIfzNa7Akmtas1FcqBK+ottEM1ohQq1VgXBq2ScV5tSV2aozdUYraSkf3cV5B4jkEviC6x/BtjH4CvWdXkxbbfVgK8ZvpDNqN3Ln70zfzr6vh+nq2eVmL0SOw8GiV9JuYoGKt54/lXV29pqzL/AK/Ps/NcZ4I8ww3YjYgpKh/MV6Vbs5gUOcGuXNasoV2dGDV6aMibTbgNuksYXYc74yUb9Kjime3fBub639t+4frXQq0ijghh6Gh/LmGJYh75rzVi39o6XAp2t3ctzHeQXSn+GRfLcf0pb21sdQ/d3cXkTkYUuMEfQ96qXejRtl7aQxt6CqT32p2K+TPGJ4h2cZ4raLU3eLIaaLVhoLzXyW1vPNHLu/eRsMjaO/413NzajUNPJ8ry5oxtKHuB0rzu28R/ZpjJa3EttMV2lZPnXHpnqK3LDxeWuQbpvLbHI3ZVx6j/AAr6nKXCMbPc8nGqTd+hHe2htLZrs/6lT8+eorlLjUGupXuWOQ3Cgdh2qHxr4sivLn+zNOlD2ivvlkU8M3Yfhk/nXLQ6hKjlXOVB4xXux3PNkbx+djI31xWbdTqrqQM5bmpFuvMUtnHtVByTN0yM1oI6K2uYyqjGMCrk04dOFGR6VgRuEA7Yq0L5AMUAWJCX9aahw3SoFukbNOEqtyDQBfwuwPXnnxDcPqtmV/59v/Z2rtPOBOM1wnjlt2p23tBj/wAeNRU2HE7v4OQ/avCHjK2/vxw8f8BkqpbWkccMbNhRgDB4zitL4CYkj8RW53EPHFkDjjDj+tXG1Ky01mSx0OFZEJHnag5lbOeoXp+FZdCh/hyF7vUmhhglmWW3lhYohKglDjJ6VB/YctosbapqVhp+VHyNJ5sv/fK1Ppeu6pd+INOFzfSeQ0yo0EWI48Hj7o4rBeNYLiVAoBWV1zjrhiKLlJHUaO+iR3VzBbpeX0k1pKpNz+5jcBc42j5sVlHxLfpGF09LXTo2HS0iAYj3c/MaPD8ip4gtNzcSFosk/wB5TmqlhpGo3qYtbGeREG0uVKIuOOWPHapYWLFlLJd2OufaJXmlNmspaVix+SQHvWZyR3A9a6bR9Jgt7m6hvtUtTJNZzRm2tT50mMZPzD5QfbNZ8d9o9ng2GlNctgYm1F92ffYvH4UNisLaW0994WMVpBLcPHqIYJEhY/MhBofw/NbANqF3aWCjqJpN8n/fCc/rV5dX1C/0HVUe58oReS6x26iJQpYgj5cHFc/8q/OFB3dW9fqe9A0dBqB0aKx0qVre51Nvs5jjd28iMgMc5Ay3f1qhJ4jvbRdljFbafEv8NrFhvxdsk0l1mTw7pTgE4lni2jqeQRQnh/UpbcSNbLawkf667cRJj155P4Ch7iJfELP/AMJJfSbiSSrjfk4ygNXdDu4pri6ikUqWtJOV78Z/pTtat9Kj1NLi5vLi5kkt4j5Vmu1SNuMl27fSpdD1RF1WC007T7a1SQOhkP7yb7px8x6c+1Fg3Hw6TLcx+ZBHKItoPmzYjQcepq7NDZ2+n2i3N487I0iqLRQQ3OfvHpXNjUryUKZriWeRhgiRsn8ugrciuYX0m3Mh8rFw6c+pA6flUtlJFjTLtU1G2FrYw24aUKXYeZIR/vHp+FVmaW5dmnkeVlZgN7E9z0rRsdNmju7aZozDHvBDzts3fQHk03ZYRO4PnXT7jkEeWnX8zXHWlZGkUN2oNLhzjIuHK4/3RVSPpg1ammMzIu2KNE4VIl2gUwx5bNfJY2tz1Gezh4csSa345qzmq8YwoqYV5ctWdaH0UlFQMdmim0ZoAdmjNNFLQA7NGeKbSk8UhidqaaWmmmhAOtPHWmCnimAtMc8U6onoQmyB6rscVO5AqnM+RiuiCIbIJ5i2QKZb2z3EwjXv19hSEbjjnJ9O9bVjbfZockDe3X2reUlCJKV2TJGIUEacKvFOCmnd6kjXLVwyk27s2SJoU4qVlG2lRcDFD8A1z3ux3Oc8QS+TGMHlVZ/yFeOZIznqTXqPiufEd0B2iCD/AIEa8xkOx5Af4WNfb5GuSnc8fHO7PQPAVuqaJJcHrPMcfQV28f3RWJ4XsUh8OWKxkMvlByQe7cmt8RMorwM1m5V2zvwiSggHWnimBTT8cV5R1XGHrVeba4IYD8asEgc96ry4IJq4NiaTRjXljayHEsa7ccn0rym5upLyU+ZIXQMQmemM16X4lvlsdHu5/wCLZsX6nj/GvKYyFwM8rxX22R024OTPCx89eVF1Ewp74qxGu4cDmqqE5znrVuN4woGea+jSPMJCzqpWmo23vzSM6qM5pvnRn6/SmBI0jk/e4pc7RyeaiLZGVpPMcjpzQBbSVQvJ/Cmi4btVcAkc07BCjimBaS6dWBxxXK+MJPM1C3YjH7n/ANmNdDyACa5nxUc3lucYzF/7Mamew4ne/AaV4vEt2okby5YgjR9mOCQf0rW1uySHVb1Iny6TsCmPm6+lYXwWk8rWpZCTxLHnHoQwr0DxJqV7pviS+gsxb2vIYyxQDzHJHUseaxd7FHOadomrG4t7xrT7LDHMj+ddsIlwDnAzyasavaaLY61fNdalcXLmd3NrZRY27jnBduB17VRvY5L4mWWSWW4xndLIWzjn8Kf4ljA16aRlGJ4opRgccoB/Sl0KJbHXra01K0/s3R7a1UzIHmnJnlxkDqeAeewqrrl5e3OrXlveXk8scVxIqqzkKAGOOBgdMVmQLNJMqW0ck8qsCEhQsc59un410/iDQZv7cvbu5u7LT7aVlkBuJcucqCcIvPXPWgDO8LFYvE1kqhdsjGIkdDuUisyFTuECqzyr8mxF3Hg46CtvTptA06/tZYxfajOsq/vHPkQqcjkAZJ/GptT1jULTUr+0tDb2EaXDri0iCMeTyX65PtQIn0nRL5bHVVvFWxt57I4e6YKcqwO7aPmxVAJolq25przVHA5EI8iM/wDAjljRoP7zWWV9ztcQTxlnYsxyhPU/Ss8uNiMxHIHtQM6T+1p4vDhfTooNPWO+2bYVycMn95snPFYFxJLeztNM8k2CW3SyFyBj34rY0/Tb+80G+jWBoUMsMqy3BEaHqCQT2xVMWml277bzU5Lphz5OnrkD2MjcfkKBD9SZFg0yZ3Ch7EAepIYipfDmn38up2d0lq6W6SgvLJ8i4+rdat3WqLFpWlz6fZW9ucTRB5lE0ibSDgE8fpWQbue4vre4u7iW5kWRTulckDnsOg/CmwNEw6XpzMr3zXEwZgYrJc9+hkbp+FWf7ZMeiNLp9vHZ+XdhM5818FP7zdDx2rH1NPK1q9iJ+YXD4Ujnk54H4+lalppFy3h+7a5AsoTNFKHuMrwNw4HXuO1ZSKE0/UbkalA88jS5lTJmO4nJ9a0YP9MuriOFZMpK+75cgYJ/Ks+NtLs5EaNJr6VWVjNNlIxg9lHJ+tady80+szQzTOUSdikSkKgGM8gdevU15mMlywbOmjG8kKwAHH/1jTlwaWZSvHp+tMQ5FfHVHzNs9uKsrEwpw60wU8VgzQkopoNOqBhTadRQACijpRQAUZopDQMM8UmcmijFMQU4dKSikAtQuetSE8VBIRg1UUSyCZsCqMjc1ZlbJNRW8P2ifb/CPvGuuCsrkMm0223v57g7V+79a1M80AKqhUGFHAFPyAOa56k3JmkVoIKnhXnNRqVIFWo+g4rnkVYl6CoJ32g4qZjx0rO1C48mFm9KVGPNJC6HEeIZvOlIz/rJv0UVwmo4i1OZOhbDD6EV2epEmeDuVUk/UmuO8TxeVqcDYI3wA5/Gvucrai1E8jGRurmn4RvNVGqrb2N48IVTkH5lA+leqxza5bIrSQRXikZPl/I35GuA+GloZZLm7YZywjB9cda9jSMbVBA4Fb4vB0a03dE0KkoQRgRa/p8j+VcF7Sbulwuzn6nitECOZA0TqynupyKv3Nnb3UJjmgjkX0dQa5u78OW8Ll9OmnsZRyPKclSfdTXjVskjvBnVHEvqX5omXO3n1qnKzKpLDjHWs86l4hsSFmggvYwPvIdjflTf+Eu0t8x6gklk3cTLgZ+orz5ZbXg9rm/1iNjjPHt/vFrYqeuZnUdvSuLwc5rV8VXUN54nvJbaYSQghYyp4wB/9espa+3y+j7KgkfP4mfPNsmR2XtU6yD0qoHIqZZOAMV3XMCxJLkYqME5680nWpEQiqAchIPtVlVpkcYKHJ5qVQAetACiEnmnlgq8Dn0qMzBe9JvDMAwOPUUwHgGQ9K5fxau29txj/lj/AOzGurVgrfLXK+LmLX1uT/zx/wDZjUz2HE6f4TymK6vCOokiP5bq9P8AGtncTeKENpayzvcW6sFiQnkH17V5T8MciW8OcDeg/Rq9h8Y3Nz/ZmkTQ3EqRyxFXSNygYgdyOay6FnOyaO8CA6jf2unccxs3myEeyrn9at6kdHeHT5xZvqEzWoEUk7mKMhTjlB1rDSOLDMUG88jb1/Ortz82gaZITjyppock9P4h+NQgM++13Vij26zJZQFSAllGIgePUcmm66Ee60+7K5eewjYswyeMqf5VpWmmX97CzLaMYMcyTfu1HvuarN/penRaRpc93qE9z5ETwbdPUMG5zgueBjNNAcm8giAfI3AhuvuK6TU9F1K91q7uYLRvs0hSb7RKQkY3ICfmP41n/wBuR2kbf2RpdnZAKf30o8+Y/i3A/CpPEEst7Jp1zczPKZrCOT945I3AlWIHTOfamBf0W30yy1qyM2q/argyhBFZx5QE8fM7fXtVcastk00el6dbWJDMvmOPOlOD13N059qyI5fss1vKcKY5Fbnjoc1s3mi38+vamLa0eSP7S7iRsLGoJyPmPHehAyO3nub+21dby5luC9nu3SvkZVweB0HeqJCxxDzMqm3IHT/IroNGsbG1uZY7nUEuZ5YJEaC1GRypJ+c8dqht79Y40Om2EFt6TS/v5f8AvpuB+FNiCPS7y+8OWrJD5aRXUhMkzCNQrKOcnHeqjW+k2YJuL6S9lH/LGyXao9i7f0zVyd5rzRbt555Z3juYnzK+/AII4HQVlpaS3RMMEbyMeAka5JNJoaNvVtUuLXWbuOxht7PJV2ljTdI25Qc7j0/Cqtq8j6dqxuHkkZ4FfzZG3E7XGeT9a6U+B9T1e8SeV0soTbRK5Ybn3BcHitdNP8OeEImkll8y427S0rbmP0HQDjpUSVxpnG6V4c1XV498UBhgbhZZ/lH4DvXQahp8NleSyeY0lxJ5auxPygqOcCqmqeOLy/f7LpqC3R2CCVuT+Aq5fphI1ySVPLHqT3NfNZxV5Y8i6npYOHNK5DOBIu7FVcYNTJnbg1FIcPXzKPVHCnCos04NSaGSind6aDTqgoWiiikAUUUUDCkJFBpp60wFpO9FHegBaXtSClJwKBDGOKqSvwankeqUjdTW0ES2QyE5wOvatC2iEEWD948k1XtYPMfew+lXjHg1pOVlYVuohkIPFKGdyAATRs3VND8tYNoZNBbsSGYYq7tCgVXEuBQ0xI61zSu2MfLIBWDrE25UjByWOcVqPIO5rEuz5t4D1C8V1YaNndinsYF/AWnBx6Zrj/HK7ZbF/VWWvRriNWXIGSRg+1cT44sjOulwIMySTMox15r6TK6t6qRwYmPuHafDrTfs+h2IIw8g81v+BcivRwnSsHw/aCBFRR8saBB+AxXRnpXtXu7nKlZWI3HFZ1wmSTV6Q461RnbrVDMy5HyEV5n48vx5UNouC7tvYnstei6hKI4sk4rxDXNSOpaxcXH8OdqD0UVrRjeWphWlyqxTUdu3pUnSoVYmnFsDFdxxEmQDUoORwKiUBhUgIIAJ6UBYnjwSARzVrA2A1UjcA8VYSVSMHtTQiwpAXNRtLzgD8ahZzuI6ClUFsgEGmA5Y8tye9WAoHXtVdsqPeg3G0BvTimBcZSgGR1Ga5XxYc3tv/wBcf/ZjXRtegpjbxjjmuV8Ry+beQt/0z/qaiexUTpfhwSPtjekkX/s1e1arYy6r4PsVgRWeGbkswUKO+SccV4r8PMfZdS6bt8WPyavZ5I1vPhzqClATEyyAdu1Zoo517LTLQD7bqRnkzgwaeu4/TeQAPwq3HqaQ6DcvptjFa/Z7hCGlxM/zAgtk8A8ViqgIGBx7DtWjpkTXdpqtlBG0skkCuqRrn5lb+eDUoDNvLq4vXDXlzLcEcjzGyB9B0rRiuWi8L5G3EV7tYHkYdO/5Ur6N9lAOq3tvY/8ATIHzZD/wFc4/Gr1vPpsGj362Vk87wmOYvfchucZCDpjPehAc4mh3GpBn061eYA/MqDCr+J4rTvNLtoNJ0k6nqCxSW6ywtFaL50jHOQM9Bii5v7y8QJc3RKDgRp+7QD/dWppbZb3w6gJjhMN3hSF2ghl6Ed6YzMl1S3si50vSoVkxxd3p858+y/dFT+Jbm5vNR3XFxJLFLBDIsbH5RuQZAXtyPSmWnhfW9RmEdrp0jKG+Z5P3aD8TXcwfDdZ/scmq3pUw2yRSQwcBipODuPsaBHCaA8cev2RBwzTBAqjJCkY6fjW5pnhTWb4usVkLaJCVD3HCtyeQOprtlHhXwnGRFFbxOOcn53J+p5rBvviUHJi06B9uMB26frQBr2XgexsrWddTuvtMcwTzEH7tQFOe3JqaXxDoehRNHZQIpXqsSY9hk9/0rzm91y/v5R9ruGI+8dr4GPwp0EELor+ZEI5JNoMm4kDH8SjrTA1tb8c6tcEJCgtUYf3gXx9B0Fck7ySuZJpGmkJ+8xya2ZYoyuxJ/MDD5mEIjAwe3eoVWCE7UG5sdTyTWchop2sUodJQpARw9d1NidEkXlXUGuUlcRr+9YhcZ2Kefoa2I5m0+ztmkLBJF+6edvpXy+dUuazW56mBla5bk2xlgT0rNklG7rVW5vy80nPU1WWXJzXhxotbnocxqK2alB4qorgAc1MrcZqJRsUmW0ORUlVY3561bXkVjJWNEwxS4p2KCMVAxlFLSYoAKaadTTTQCUp6UUHpQAlNZuKGIAqFnGKpIlsZI3WoFXe/PSnvzUtvFnFbJ2QkrkqKVA28CpgCRzUoiO3pSiPiudzuVYYF9KUcU/ZimsOKVxBuOKYzmmsSBULPg1SjcB0h3cEmq7QiOFn9s81Jvz9KZdSb4lgU5ZjjAreFxPUq+URYF8csCTWKbYX3iXRwy/LAZJyfoMCuqv4xFYsB024qholqJLt5iMkL5YP4816uWy/eXRz4haHYaQm2DJ6mtJqhs4ikI4qaT7ua+mitDgepTmbrWbNJyat3D4JrKvJNsROaYHIeNtXNnot1KpwWHlp9TxXjazEgc11PxI1YyahDYI2UiG+Qf7R6D8q41ZN31xXXRVkcNZ3kXkfPWpskgGqUT4IzVtWB6VuYk6uwAGBTixyM8VGueDinYLHpQJkiP83WrEZGGweaplaep+UgjrTuFi2Hy2COKUTbWwVAx6VXQ4QjPFPQCTsRQFifzCV4Gajy2CAM57UbQgOPypjM20BDg0xDlyDg8e1YWvDF1FwB+7/qa34rdpW3H73rWN4lTZdW4xjMX/sxqZbFROl+G8Rkt9S9nj/k1e2+G1W60O/tGYANDgnG7bx196+ffB95c20V3HbQTTPK6DbF9Gr2H4ZPq6a3Pb6gFht5LdysGdzE9Mk1CKGK+i20Y8qGbU5Bx5k7GOLP+6Ov51b07U727vRZmVIreaKRBBboEXJXjnr+tZJicXUlqqO8iOyhEUk9fQV02heEdY+3W99PEttBE28+a3zN7BRUagjkIlXyVcbVBHLe/wBa19BtJr+S+traJ5jNaugKjK54I5+td3ZeBtD05fOvGe5bJYec2FHORxUt74q0bSYfItzF8vSOJcD8hTsM5vS/h7qFxtfUJ47RDyY1+Z/z6A11Nvo+gaBAQdj5cM5mO4lh39K5HUPHeo3YKW8Ygj5GT1/KubuLqe7YtczPIf8AaPFK9hHoeo+P7KANHaL5jA4GBkf4VxOt+KvEF2u+ObybZzgNEMn6Gs5YZZgFijY8dhU0VpMqne2xScHPei4zCctJKCZHklY8ljk1at7K4uVIEWEHBLHn8q2LW2srbhI1YnqwHWrplCDlkiUDp3ouBlDT0gjAkkVj1YKMUhuWUgW8LEDjjmrclzZZPDTMe/QVDJPJMpUFUUdlGKBEamTO+chR6ZyaHm+TEAEQ/vAZJ/GodoDYYcHqajbLny16Hj8Kl6juamh6V9rv2E6HyYDumz/Eew/rW9fQrdWzIwxnpjse1Y3gnV7e5uNS01DloyJA+c78cHHriulmhPI618Xm9eaxFnsj2sFGPIcRNFJbyESDHv60wSDFdDqdpm3Ziucetc2ykHFY0pqaubyjZk/2jgDdV2GcEDBzWTj2qRMqdwNOVNME7G6hLcgVbSQqMVjQahs4er8d1FLgq/WuSpSZqpF5ZSaVpcCogyBclhURl3tgVhyF3LKNuqXHFQQnLAVPI20VEkNMZSYNND5NWI4y1J6bhcjVTkcU4p7VYEftT/KqXNBczpoiRwKoSbkOCMV0Hle1Qy2SSghhzVwqpbi0MRGBIFa1rECucUkelKrZPStBIdi4FFWrFrQaaQmwYppjqUIe9SBB61y8wnIpmOo2U+lXzHUbRd6uMhXMmbgHtWbJMA2Cea0dQu7e2Q5IZ+wFYS77mcNtIz0FehRh7t2DZehlEjhQa07axRH38lzzn0qGx0tgwkIwOtbOxUXisa1VJ2iCMXXHEdqR39Ks+HrVkt48ryw3H6msnxAzXF7bWi9ZXAxXY6VABCWHQYA/CvfyilpzHLiJGjHjaKjncBSAKkPyjFUp5MmvoziKc5y1YWszpBC7M2FRS5PsBmtuVsHNefeP9QMWmSQRth7hvLGf7o5NOKuzOcrK55Fqctxe3txdyAMZmLc/oPyrP2DgIdrY+6xrZYHoQD2xUUkETIdwxXfynBzGWWkiYCRSPqKsxXI7mh4JF+VeU/unmqrpg/J8n+yaWwG3DNC4AZqsoYzwhzXNrMyMA3HvVyG8MZBB60XA1yMmggYwKqx3qsORzUq3CscAUDHgHNSBto4pmR2oBwPWqEyVVZ5B3zV2O2TbhwM1VQgDeTjPaphdKQAMZFUSX1QImFH0rlfFLbr6D2i/9mNdALoDgt+Vc34kbdexH/pn/U1M3oETrvhgpNrqjAciSIfhh69Q8MHyPEtqeASrIfxFeW/C5gU1aPknEbD8Nw/rXoCPJFIJImZXUnBB5rG9maW0PSE1PSNEV5GSCK4cln8sDcx9zWHqHj+SUlLKIqvTca48ozyFmLSSE85OTV6z0W9vjhEEYzy0nHH0pOQJEV9rOoXhPnXJIPZeBVG3tpp5NsETSMf7g/ma7S08KaVbAPfTmZ+rBvlXPt61pHVdP06EJaW67sbRtX/JpXYHH2vhnUZyC6eUMZwRyBV8aJZWJXzy0r98HgVJfa3eBCXZYQ3BGecH2zms06kkYHlIZM93PH5UAac01uyeXaQ+UQPvE4z+NYd7LbqfvmQ+icgfU1HPPJOSJTle4BqCR1UYbKqOwFF7AOgW5upFt4VECOeSP8a6SHwrDDDvm3SSY43NwfxrL0K6hjvRJc5YAZViOF/CuilvIJrgW818RbSHKSY4QgZI9hVx1Ecve2Oy5kRV2Y+6o5yvrmqT2jrhgnJ966u6trY3JktYpZp5VGVUfu9voD2rEuUEcuWAjA4253n9OKJaAZZgKg7yR6AVBPHKbScwrh/KbaT64rQYLIcRoWP1qSLTZpCC6ELnnPTFZ3HY808O6u2h6jZ38SkrEcOmeWQ/ez/Overe4t722jubaVZIJQGRwex/rXz9rdpJouuXVjKpUxtkE91bkGrvhzxrd+Gp9kQ86yc/NbsenqV968rNcs+tR54fEjpwmI9m7M9sv1UwEEDB4rnJLFGcsB3og8XaZrtsrWc/zgfNE3Dr+FT286yDrz3r5X6vWw+kke3GcZrQptaKFxjmq72rL901tsqmoWh5pRqtPUbijBORwwpgZlOVJrZktlbORVOWy4ytdCqJ7kOLKwvJQMbjipY9QeMcmoGgdeoqNozV8sGTdmtFq6owJq0dVjnGA2CfWuZbIGKb5hBGKh4aLGqjR1K3QB+8D9K1rW7TaATXBi4cdGqVNRljOQxrKpg+ZFKoejoVbGDUmBXCweJJ0UBqvR+K1Aw4Ncc8DUWxXMmdbgUoUelc2niu2xyMVOnia1YcvWLwlVboLm8AKXHvWOmv2j9JOak/tm34+cVm8NUXQDU4pMisxtXt/wC9UL6vB2ahYefYehqSziNSSePasO7vry6byrZGx60NqVux+eQAVMmt2ES8OoxXTSoyhry3G7FCDw7cSSb7iXBP41s2mlW1odwUvJ/eaqT+J7BBnzV/76qpL4xsUHD7j6DmtpQxNTSxN0jpc4HNVricAda5KfxtGxKxwSMT6CsbVvGV/bWzSx2nlgDhpTj8h1rSjldaclcTqxirnVW6C48QySPgmKPIH90noa72wi8uxjGOSM1514Ksbp9PW9uyTeXjGZ89dvRR9K9Jt2xbKD1AxX1mDw/sY8pwVqnM7kU5xms6ZuTVyduDg1nSsOtdhmU7iQKjNngCvHfG1295r3k5Oy2Tbx03Hk161eFmQRxn53YKPqah1HwDoehj7ZPp1xqkshLPJPNhA3oQBW1BanPXelkeExW0kzBYVZ2zjCKSf0rqtF+GviPXJBssHt4SP9dcjYP8a9j8Lappds32SXTrLTpScxtEmFI9MnkGu0OTyzbgR37iuuTaOTlPkjWtB1Hw9qkthqFuY5kOFOPlceqnvWO8CTMQyBT9K+v9Y0HTPEFgbPVbVbiHGAT95foeoNeKeLvhJqOirLeaNnULNTkqf9ag9x3pKSe4OJ5HPYFQCo3e1U2jIIHKN71vyoysQysrA4KsMFT7ioGg3qQwBquW+xN7GR+9jGWU4/vdqlS6A79anMMkLEwkgd1PINV2jickyo0Z9UHFTZoZZjuGBGTkVcW5UjHescxyIBsZZF7bOack/wA+18qffilcZuK4IzwR6UBge3FZsc3yjDVZSZcAHOaq4i+vXjisbXzuuYTnP7v+prTWUEdax9ZYNcRY7J/U0pbAjq/ha7nWLyBBlpIOOfTmvVVtYgitNOT6rGOn415f8JtN1C98TCW1t3eCP5ZpB91Mq2M/l+leryQxlzDdOUOwvsUcYFZONy0xbe8tLeQhF3Eegq9/a0ixlkjMWR97vWCHOR5EZUep60vkvM+6ackY6H/ClYRbe4jaQz3NxLcydRGvRfxqtPqVzKdsKCJQf4R/WmS3NrbDaBlu2/iqb3qyDbHukf8AIUnoMV8ySMzszuepzn9ajAdJNiIQO/vTUu1DlXIRv7tWkbf6gfrU3GQsJD90jjtTVhdzl+npmpyefLAwD0bNFtC0k7RoNxXk5oAktwsJDYBx79K04/EE9rv+xQqFc5ZXAIz0z0qSPSJlQvJCFVh6mr9rZxW9wNqq2QMhhxTTYjLludZ1kAtMSowNkSYAq9baBgrHckozDfg1v2hSCZj5KjJ52mpr23WeWGRfvcjJJ/CmBiPpltbSFY49hU4Ge9Ur24+xQT3DqdsKF29wBV29vpUnKz7SccP/ABfTHasPxHdFPDGrSYPFswO734qeo3seN+IL+bWtQmv52PnSc7fRew/KsgxEY3A4PQVYMwGCCBjAIP5VIxRwVyOK61FNGNyg7PD88bMkgOQynB/Ouk0jx9fWRWO8T7TGv8XR/wD69YNyqqgA61SA9cGueth4VFaSubU60obM9l0vxlpWpbQlyqSH/lnL8pFdBHcRuOSOenINfPRjycjg1estd1bTGH2e7kCjnax3L+RrxcRkcJawdjvp49r4j3k4PoaiYAjGK800/wCJUy4W/tg3q6H+ldVYeNNGvsBbnYx/hkGDXkVsqr0+h2wxdOfU3GjzjgVXlgBzxVqKSOdd8Thx6qc1IU3Dp0ricJwepteMtjGktD2Gani0+O4QqVwwrREGav2dspyTUyxDihqCZzM+hzIMoc1nS2s8J+aM16GbT0qFrNWGGjBohjrbg6XY86JYcEUnNd3LpFtJ1jAz6VVfw9bnoxH4VusbTZLpM40jPrTCD6muxPhyLtIfypjeHYwOJP0q1i6YeyZyOXHRmpwe4/hkauqGgxg/f/SlGixqep/Kn9bpi9lI5TfeHo70ojvX43N+ddcmkx571aj0uLsDUvGQXQapM4xNOu5PvTEfjVyLw+0hBd5Gz6V2KadEnO0VcigVAAFH5VzzzB9C1SXU4w+G4I0DPCxPqTSLpkEf3IQD2zXcmBXONtMktIAhZkXA5PbFKnjZzdrg4RSuee39/badxM4QkEhVXJOPpXLTyN4jvbbGVtfPRG3H5iCfT04qfXpyz3bxt85vChbacxx4x97oFNVotQttDvJYjO09nPCsrxWcmQrfw5z3B7V9fg8KoxUnueRVrtyse/6Zb7IEbbxtVVHoo4FakmEG0HpWD4Z19NY02Dz4nhvhArywsuMjpvXsVrXLZJOc10W5RpqSIJnwCKz5Tnjsatz8g1RfoaRRXtY3m1iBVIDRky8jjiuqtNbtrtHstQj8uX7rh0O1vfNUNAgX/SZXGdxCZxn3NXrqJdh5BAPBY9Pr6VpG61RlJRlozmte8GTwZn0w+faHloScsg/2T3FZ2j+ML3Q/9FuRJc24ONkpxJGPQe1dDc3OoaegfT5ldj2wTHn0zXO3GsW2t3Ig8SeH57K66C8s2DqfqOpFdkal17xhOk1sd1p/iHS9UKpDcKkrDKxycMfp2q87yRsQjEsP7vWvHdT8P6nYxvd6RNFrOlKORFyy+zKOR9R0q54c8d3OnJFHc3zXOlD5Jndd89oe2SOWTtntUyj1RmtNzoPF/wAPdK8Tl7gKLHU8cTquFc+jDv8AWvD9f8O6n4e1FrO/tzG4+6wPySD1U9DX0Z/aVtdWsd3DNiGdfkNwwQv7gZyRUUujw+JLR7S9gWfT+0kq4wf9n39xUxk09Ryimrny+0bEknp65qJ4ScfyNekeN/htf+FmkvbEG90vs+MyRf73t71wRj3KGXkHnIOR+Fb3uY6mY9qvVco4PUd6Y6E8XEfmr/eHDD/GtNosdMn60wxE+1DQXMv7JvybWbeR/wAs3+V//r1CJWR9suVI9a1pbQNy/f2phVxH5bYmix92TqPoetRZjuQRyZHyt1qnqJzKn+7/AFq19liY/uJTFIekc3A/A1Tv454plSeMowXj0I9RSY0jufhr4suPDlrqkEMcLpdPEXDMQ52hwAv/AH1+legadOLmBXk5JOWLHmvK/BWuaZpEF+t9IkUkpTY5iZmwA2QMA46iu5tPGnhJUQtqSxMRhh5EpA9+E6n15qUyjpnb7yRDysHkk8YrKnW7MjoHCqDyQc1AfiF4UhXy7fUFO9drO1tJhR3wNvJqlY+L/C1yPtGpeI5rcvKypZwWDMI4wcBpHK5JI+bCEcccmpl5AjSWwIbzJWLj8809rWRR8vylvQdBWVB4x8MyahdGfxE1taQFVgENg0r3BwcsC64RRwMEbic81ZuPGfhSfVLeNPE8lvZGNnmmjsGZ87RsTa8ZGc56ccdaizHdD/JCSABDvB5NblhYz3GNqbt3OayZvGnglIYLeDxXekbyZrg6Wpcrg4UKYtnXHOM8U2H4g+FdNtNQey8S6hc3McQW2jurBESR/wC8NkYPGAMNgfhT5RHY2mgNFL5twq7RycVqx21rFdGSKMAgZdQOHHpn1rjLD4jeErcRtd+Nr26bywHibS1RNxAzykQbg5qnpfxA8LiKO5vvGl5DMZXc2kOmKyogc7V3GLccqF/i7mjlA9IeZpjvRUMJGSR1/Kq8lsqMOrBecd/wrgo/iT4clv7528YXNhamVRbx2+mLLkbcs5MkRP3v/wBVTTfEPwnLcsyeN7y3hCrsWPSg5Lckli8R68cDAosM7N4XlG623F2blehzTn+0yQl5pFHzjCpkEfWuLg+KHhKHT48+Ibm4lkJ8xLiw2Mq54H7tAv5ZPPNTv8VPB9wCsmr7Ezwotpuff7lOwjpWnjkDJsXBPMlYPipIl8HasVIZDCAM+pIqofiT4JCgf2wGwen2WbH/AKBXL+OfiDoWoaKmn6PeeaJn3T4hdQAo4HzKOpJNKK1G9jzkx+bvJyoPYetQb3VsPnjoRS/b4F+6+c9yDxTTdW+MebnP+ya6U0ZWFmkJ6VXzzSvPDg7X/Q0gO4A9jQ2ND1PFBOenWm5ABGKap9KkBWUU0R/NnpTsnPtTwMilZBexPa3+oWB3W13JGPRWNdHYeP8AWrfCTLHcD1YYP6VywJNIgCMzkHgHvWNTDUqnxK5pGtOL0Z6JafFC3Jxc2Tp/utmupsPiNoEyhftPkt6SDFeHCIbRjPPrT/soIOCc1wVcnw1TpY6YY6pHqfREHirS7gr5d7Ac/wC3itCPVLeUfI4YexzXzMYmUna7Cp4bvUbb/VXcqY6bXNcFTh2m/hZ0RzJ9UfS4uUYdV5p4kVh2NfO1t4s8Q2r/ACX8j4HRyD/Ote1+JutwDEscMo9SmK4qnDtX7DudEcxg9z3P5MdBS4U9hXkVr8W2yBcWLZ7mN/6Vt2fxT0eUhZmmh/3kz/KuGpkmKh0ubxxtJ9T0Ly0I+6KQwqewrn7Pxnod2AU1G3yezMVP61sQ6rZzgeXPG4PQq4NcNTBYiG8WbKtB7Mn8oHotKIiKcLiPgBhz71IHX1Fc0oVFuilNDQntT9tOUjHUU7AOKztLsJyQzIVSSeMc1LbaX/aUbS3W77OeFjBxuHqaiaIzSxwD+NsH6d630KogRfugYGPSvo8lwMZ3qTRyYip0R41488Mw6PqSyXF/JaaDfsFliiBIDryM98Vxmj3xu7y30230u3ltnuidyYDleRjJPcetfQ2uaTaa1YS215CskZH5Hsa+ftV0LWRqdvoiWVtE0G8RTpiNpU6/Mx6n0r6+m7LlPLqx1uamlSXPhW/j1F9SvEsLgPB5u0M8ew/6vnI/LrXp/hvxlZa/pdpIpYXUylSPLIVnHZT0J9q8U0rWltNOt7GVLuaQXZ+VnDxYY4IKn+LP8VGoxXml3gWC5uYlS58z7HI+11bqeBwOO4qpRvuTGVj6CnkAQ889wetU3kQJlj1ry7TfiFLGtwlyBHDHMvkWku5pGDcECT0HXmt+/wDEieVLH5dwHi3R4VN4MgGSAV4PGDn61i6cr6Gqqqx3mnPcGwiEV15QkfepUhs5PRhiq2s3WsW12ZIfLtLk5VPMXdDcD0z/AAt6dqv+ENcg1bQ1le3W1mgkMEse3AYgAgj6g1r3Itp4XilMbxSDBBYdK1+ElS5jgDqUsU/2/TYrydRL5d1ZsoHl4HJJP3Dn0zkdKg1GW41mxn1DTIHFqh2s0cQ8+H32g5KeuefSo9c0Jra+W5095TJE+8IX3xtjple9c1qcfiTULySaSKYSSEBmt1EKkDpkDrWkZJhNSjsUYZ77SbsS2t7LbzHLI8MmPM98d/oela8fiCxvmMurWHlXQXBv7AhJCMc7k6N+FYzWf2ZfnhlD4+csMnNOs7KXUbmO3tIJJpX+UIo5HvntW1tDmb1PV9E8G6P9ngv3to7uORFkhEobC4/iAz8p9cccDiu5gkVUUbEGMYCDgVmWYFnYW1sWXMMSx4HqBzUj3UKcl1H0NRbUWhosVeNkkRWQggqwyCPQ15N42+FKvLLqfhuIBj80tiD+ZX/CvSo763I/1271wDWZqvjHSNHXdc3caN1Cg5Y/QCi4j5tntpbedop4mjkT70bAqwNQOvHC4rt/H3im38S3to9naNGsAYGaRQrvntx2rkMBuuM1onoZyKix578+lMeEjjC9e/arhTnpT1CMdrD9KoDLktSykbQR6dqxtTiaGZEO4AL8oJzjn9K6t7cRHemdvcVzviED7XCR0Mf9TWc9ikY1FFFZlBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFXVUiJSP7oqlWgjfukH+yKqImNzxTc4FP4pD0pkjd9PWT5eB06/So9vekH3se1Ay1GAxHfjPFMILQTN0CgL+Zos5Am8FAzAfKT2okkLW8nBX5l60AMDcKM81YRj3NQMoVieKepBoQmTY4z600/e60qfMvWlIHWqAb703jjNOYAdDTPmwOuaLDFdFbjANM8pc9BUoB700470rIOYj+zrng4P1p8bzxHMU0iY7qaUEHoOaKlwi90NTkjTt/EGu2mDFqdwB/tNkVpweOvFEXAvQ/wDvKK5zHAqReCKylhKUt4o1jXmup18XxI8SoPma3cD1WtK3+JviF2VTDZHvyCK4aM/MenSl2JI6J5jxsTw4Hf0rCWW4aW8ENYqp3PoHwfrN5qtp9vvraGP+FFh5Oe55rqvNDY28D0rivhZubwhGkh3SJM6lvUY4Nd0YgMms40IUvdgrI7ITcldkMz4QHvXDeN9Ei121R3/1kB3I4OGFdjdPxisyRA4O4ZFO9mXZNHz/AHOnCI21jDYXY1Izldzyfu5h2Az0NQG5ewe9t7mGJ7pgEIueZYcH+Bh3+lem+KdCiv5mIjPlgZba2CD61wt3pF5DbS28EMd1aPKJSGH74ewbrXRGaktTjqU3HYzb6KAmV4L5srGrlLxNryMeqjHHHv2rT8L6Rd6t4gtdMsr0xSTSsC9pL5gjGMM7D0wcVkvEI2cJbX8G52bYSHUD+AEn8jXo3wyurWxHlRXUWna27nErorxTof8AlmfQ59K1asjmueleHvC+leGtG/s43c10xkMks0ynLMRir50/SmYbUVj2yGrLPiTXoZjFNo4fHBltpMqcf7J6VftNS164mBntrW2gZc/OS759CBWV7s0jUtsWF06zHEcUY+nWka1t4RuLRp7u4H86hv8AVbeyAN/qMMA7hmWLP4da5DV/HPhqMhfJk1F1+6FT5f8Avpv8KrlZTqGleRaTPqUTOUuFU8pCpfP1xxWxZmC1VpLHTktVbqSoQkf4V5jd/EvUGUx6bY2tmnQEjcw/DgVzd7ruqal815qM0oP8IbaPyFaLmtYzckey6j4q0nTcrd6lAJB/yziO9h+A6fjXKaj8S7eMkadp5kz0luG2j/vkV5r5q9UGD3Pf86CSWyTz9apQJ5jo9S8aa3qQZJb5oov+eduAi/mOTWCJfnLfxnkt1J/GoeRn3oGSc1XKTdjnYueetGPYUYpdueaoQU7aCPekA5xUqrTAEXt7Vy/ilAl7AB0MX/sxrrFXFcr4s/4/rf8A65f+zGonsVE5+iiisigooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACpPOfAG7oMUUUXATzW9f0p3mv6/oKKKAE81/X9BTfMb1oooAVZXU5U4P0p7TyMrKTwxyeBRRQAzzWHelE8g6N+lFFADxczAY38fQUfapgMb/wBBRRTuAfaJf736Cl+1T/3/ANBRRRcQn2mb+/8AoKDczHq/6Ciii4w+0Sj+L9BR9pm/v/oKKKLgL9qnH8f6Cj7ZN/f/APHRRRSuAovLgHO/n6Cl+23GCN4x1+6KKKd2BuaP498SaBafZdM1LyIc52+RG3P1ZSa0T8XPG5GDrX/krD/8RRRUtIpSa2I2+KnjJ/vauD/26w//ABFMPxP8XkYOqj/wGi/+Joop8iDnl3K0vj/xNMrLJqQYN1/cR/8AxNVP+Eq1oZxeAZ9Ik/woopWQnOT6lJtZv2zmfOevyL/hSf2rd/8APbBznIUZ/lRRTEdJB8UPGVvGixay22JdqloImIH1K5NRXvxL8YX4/f65MFxjEUaRjH0UCiiiwGG+uajLIZJLgs56syKT/Km/21fkY8/j/cX/AAoooAT+2L7/AJ7f+OL/AIUv9s33/Pf/AMcX/CiindhYP7Yvv+e3/ji/4Uv9tah/z3/8cX/Ciii7FZC/25qP/PwP+/a/4Uf21qH/AD3H/fC/4UUU+ZhZB/beo/8APx/44v8AhS/25qP/AD8f+OL/AIUUUrsLB/buo/8APx/5DX/Cl/4SDUx/y8/+Q1/woop8zCwv/CQ6n/z8/wDkNf8ACqt5e3F9Ir3Mm9lG0HaBx+FFFJtjP//Z", "path": "000079.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000080
Men Tshirts
{ "bytes": 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", "path": "000080.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000081
Men Tshirts
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", "path": "000081.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000082
Men Tshirts
{ "bytes": 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", "path": "000082.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000083
Men Tshirts
{ "bytes": 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", "path": "000083.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000084
Men Tshirts
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", "path": "000084.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000085
Men Tshirts
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", "path": "000085.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000086
Men Tshirts
{ "bytes": 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", "path": "000086.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000087
Men Tshirts
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", "path": "000087.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000088
Men Tshirts
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", "path": "000088.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000089
Men Tshirts
{ "bytes": 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", "path": "000089.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000090
Men Tshirts
{ "bytes": 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", "path": "000090.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000091
Men Tshirts
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", "path": "000091.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000092
Men Tshirts
{ "bytes": 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", "path": "000092.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000093
Men Tshirts
{ "bytes": 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", "path": "000093.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000094
Men Tshirts
{ "bytes": 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", "path": "000094.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000095
Men Tshirts
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s1qbjbmWb7K77uGc8/TpQnyW8p5BcpGAOuc5NQI4eIK7EJjLd8kc1oRAyW8UxYZMpkx7AYptWBMjKMgkjU4YjlvcEc/0p0KvIzHZ8v8LdfxqM7TE0ZxktlmPUAntU6uhiG0OMDIX6VLAilYlkVZFYj5RheMd6e29YhiPnOACc5Pc1BbKZJAsh27j9TVxI1lnyGBVVbH+7nA/M5pAtyWN/LR/vABDtGOmRgU9Y2RQJCql8Fz+HA/SmhQzMOACBGD685Jpt3P8AdSJSWlfIJ6ccUFEKjbkqxLbCcEd89adGm1xuy3lIVz096nRAbtgT8md39MfzqOZvLVj0yWBNAEajHl7+epJ9quQsWhjkGF+VsqP0NQpGm2Vt2ONoHfH+NTW6iNizZJdQF59uaAG7v3bOCSNwAHowH/16r3sixyNESFBTnOflAq5bgTRqTlQHLcD1Y/0FYt55jzMT95mLHPYZ4rWnsY1HqZ1w75aZBjDbUA7fhTo8NHnPJUnB/lUd4h2tyVI6GnRtmHkvuIxjjqa6DA0IgIyAoB4UEH8z/Ktrwyix63p27BL3EJ/HeD/WssRAAoCPmbb+OP8A9dbWgqB4i04Z63sQA+jCsW9S7aM+h+1FIOlLXSeSFFFFABRRRQAUUUUAFFFFABRRRQBiN95vqaSm3t3DZJ5krqAWwAT1pttdRXsIliJ2nseo+tdBmSUoHNO7YpenJIA9TTQB3rCvWV/E5XORb2P5F3/wWtjz4w7jcDtGevf0rnbXe+qa5cOCSWhi+mEzj/x6s6srRLhucdr0izaoqk/KZMn6Lyf5U7wpez6f4luNN1AtH9scSr/vEblP4g4qlqDNNqroPvBdg/3pGCj+tdD8R9H8m1s9XtRte0IidgegH3T+YrHDRW5riJdDr9LlSW9uydo2jaB6DvVm2nij1BoAeJBuHpmvONN1DUri6ivLAMVmUPIScKhz82TVrxJ45TSYkNtbC5ePmSXdtX3xXXY5E9To/GumLNDHfCEzbPkePOFI7E+1cglohZZZ9pK8LGowq+1ekafe2fiLQYbmIiS2uos8HPUf0rnjZ22gQ3E1xjy4Ww88jDIGM5UdB/Ooc1FGhWsNFnvXVHZYEI3AMPmI9h/jV63ihh325heylU/65/mcrjqPc+1c0dfkn1ENocNwXuM7724Y7GAPOxT29zxWjpoe6lmZJGlTOJbpjzI3dVPZRUxcpasEi7fyayXSLQ9LGTjOo30wwo9dvUn61StPB9kLs3urzvrd9ndmbiFD/sp/jWjdazpunxxm/wBSt7eNuI1c4DY67VH865/xJ4mk0xYJIJFlt7kZiki+YN7DHWrSA6XULKyvoBFeqm+MgwyJ8rwkdCpHTFeZeJvBtrb+IDqPD216DIFx8olH3s/Xr+NS22ualrc0ccBmXeWG7AJyoyQBn72O1TaIl3qfh+5hvJCstzsksXklLYlGcKcjhuCDj1qK0W4aF05JSVy3oWoeZaGFyqzQEKVxjjtiuktriK6xuIXH5qa8ysdUCTi4VWQhikyHqvr+Rro1u3EyPCxd26BRnd+HevBrQcJXZ7UJRnE7eZd0JhmbKuPll/ln3preZKTEUJmxyAOvvSaXDeSwYuomUsP9RgFvx/uj61Yu7/Q9Jhzq2oxIAB/osL72P1xyayVeVR8tNXOepUUNCodBh1u2e0uYEvIxIsgTJVI2Hct3+grSvrnQfCVpG+oyRiRVHlW0S/8AoKDp9TXH6v8AFC6lX7NoVl9jh6CeUAtj2XoPxrz+7v5JZXmnmknuHOWkkbcc/WumNBaSqu7OCpWbeh32r/Fm9Ysum2UNqnOHmO9j+HQfrXNH4ieJJJlZ9TBHXYY12n24rhriGa6cs5YKemKzby3u4GISYtgcYrshN7Ixvfc9/wDDfj+11RkttRC2t0SAkucRv9D/AA12bZ2vggggFfkB/HH9TXzTotyb+zMb8Sr1x2rrNG8Z6roYEJkFzbA/6qbkfgeoreFeztID263m8glcs6vypHJJ7/X+VakZwuD2rjPCPi7TvEEzQJIYL3bn7O+CXHcq3f6V2C9R7VvdPYaOS+Jvhv8At3wybmJN13Ykyoe5X+JfyrxGBh8rgkLtZq+pdquhVgCrDBHrXzr4z0I+HPE13ZopW2lHmW57bWPI/A1zVo6XO7C1bPlZRWPdCCUVQPmDEdAKi1JCYIQMAJCARnuTSs5WLapzvcIKW/YtPgD5S4GMdAK5Y7no7rQywj7wqnYwYZ549K1YzshSNlIMcRbjpUCoTIilRtMpz64q1G4+0zK6fJsAyPzNXJprQUVYa7PFBM4TPz4BpVVfN8zLNsGW/wAKd5Ywu1mRCgZlA4Jp0gLQsE58xgOmDis7lEVrhJQzI2/PzAdu4q2hBY9QflUHoOvQUyYuumxND8rByp468cAUW6EPEBGSrBWJPWkBZ2qpRmGFTfIvPrwP5VDdkHyVzh2k3AewFT9ROJEG0Hbg9MAZ4qvIqvcKHG4sMr7f5NBRLBGXtt6nG0ljnv8AWqThnjKNJhS+7B9OuatBiYeMjJyMdwO1RIGZEGdo29SOSSaBDVcsqyZILHOMfjVy3mJjRWKhgGJHpgf/AF6r3CnYsXmYdjjHfaKmWNdmVBBOAcdx1P8AKgC4gWO3QMMGJMtj6f8A16xJQkgAyVZ8sx/lWxelo7SRyAGkbI/wrFlIjVcgs33iB61tTVkYN7sxLksC0eSQBu+b0rRjgBtxLgsNygCqsgWSS4kYD7gUA1cSXbDFH0+Ytx6AVqzNWLNnuZFbqVZyFJrf8PDPiPTCTz9oQ4Hb5hXO2zBYeM55H54rofD/APyHLAt8uLmEfm4rF7mv2GfQY6UtIOlLXWeMFFFFABRRRQAUUUUAFFFFABRRRQByGoyQGXakXnLu8sAYwGz0z+NWtPSeK3xO0G7cQ+z9BWfOI/OEcUb7I3LM54C89ePWn3kbQxh4rVDCXBznOWJ5J59K3TMWa008NuoM0gXPSqV5ex+QzRjeCuR7/hVO3sZbyZZRKWXDB8jKtk1PcwW9rJGIgDK5CqGPC884FJsLmPf6xFpP72ZQ1wyZVW4UDuzD68YrlxrGuXiy3VlZ3DwTSF5HVSFdumf0rU0+3Gravf6tdp58MEjMsZ53FOFGPzOPWn6fqdlH4dtNJ+3Qm/w0s0Qb7hYliCenANc9W7TOqjyp6nPR3cq3SS3ekQ+akiyFl3Kcqcgn1rtG8Q2mt6Rc2d1aOXlQqYVcfP8AQ+tczIsuqXUn9lWjztGoQzO2yNj7Hv6VX0zT737VINagEMi8gxgAr+vP1qafPFXRrU9nNu5WWeeVW03T7RoIImIZHJVVPvnqatSeG7ae1L3qm9YD/V5wpPYY/qa6R7SG8hXymxdovRznePQ1RSTZ5iMWCnqp7VbqtO0jOFKLWhc8ESroM1tokogga6hNxHbIT+7bcdyjPUYwc/pWv4x07T2tk1u/t5LtbJCVttx2OxPBK9Cc9zXLXVwnlpcu7f6IfMiklP3G9Fxzk9K9E067t/EGgpKUPk3EeHRhgjI5GD0NXGpGWxnUpuOrPIZ9Subu6S3Ei/bbs4lkXpFGOoUdgo4FS6v4litIYdK0wHaoCqsYySO5/rVG70C9sNe1OzPm5h2gMmdzwluoxzjnJ+lVI7qztLm5jhUtOkhKNIm9XG3bjk5GOordySVzMZLezSWJv4nH227uHglYEB4YY1G1Bn7oJyTjqabFewx3kDvBvtWiBmiB2mOZlKs8fv3+tYWs6j9gtQ+Nzs2BnuaqpfNdCJUbHA3Y61xSxEumwzo557a2tYINMSRTCVczBBEzsowDwTg+p6ms29v9fv5leS6KmM7kJkyQfUcUgndQAT9KuLKPvNyfWp+sSFcZqS/btU/tKJDC9zGv2qPA2mbHzMPYnn8a17PxDdaRapDp9vaW5HDTOpkkP0J6fhWHPejd8gJqHzmdvm4z0zXNVSq/EUqklszauvEGrXcJjuNVm8ojlIjsDfl1/GshSpJ2DLZ5J6n6mo8uRjH505DtXuPcVFOnGCtFEttvUmlkIAAGD6g1QkGX3gZB6c9andiF56f3jxRp1pPqVzDDYW8l08jFEaMYTcBkjecLn2zWyg5bCRBscMAQMN0zUFyEZo4kUyTO4jSOJd7Mx6DHrU91c6faWu7VL/HnwSCO0sGDTRTKcbZSeFH0rHGvavqvmaToVkLS2u5YyLW1BYtKo4beeQxxnqK3hRtuNItW0Uun3ySTGGCSWYxNatJ+/Rl6707Cta9XbM3y+4A71y8GmPYajBdahehbqSWVXhDb5kdTj956AnvXWakpVY88FgDjNZ1o8rG7EenzS2d1b3ls5Se3YSRsD0Yf0Nerf8Lc09rbMWmztcr99GdVXPsa8ot1bONv4U1NOiuY5ndcSLIdhBwR7VMako7Cueo/8Lfu1VQmiQ8Hndc9vwFc94y8WL4vt7SObShbSwSbllWXecdxjFcotpJHjD59Bmh5p0Ifyyy+3+FJ1ZMak4u6HDcJISBlUYk+5qwWVpvM2MTyQD644qGG+SQYMZXnnIwatlcjcrbs/Ss7nRHF1EQpgNDvBDbfnPvmnxsRukZvm5wD3x3p7KAvKuG9jQQqIGEhHbsTQmaxxz6omW5QiVDyoCKRjnPeog5MQkddqKfur1yOmKiZMoxMieoJWo/MkbJIUj8fzpGkcdF7ouSyGIwuxVsAuQvXJwKcrMLpmQnAOGLce/5dKppGzq0i4AXK5JzVlGJiYJKHkkBxnjn/APVTNI4uDdhxiYZR3YFge/qakZIzOwR8MrqB6qAKjWQNcjd1HJLcY25p9qd6l2UbmXOfWg61JNXQ6Zgh2Jjy0Awxbv0/pUAO5w3T5gB7cVNPGCqKCQWbpj0FJbRgQK7EEAccdSeKB3FylxID6pzzjmpo2AZASNuXJHsMKP1qBwVklcDEagZwPapYUb7S4QKVRUiHHHAyf1oFLYdqQYxR5IIVQRzxz3P4Vi3SSMp8pd2Blua1tUdTMsESknC7yRxwOay5XR2CIeWOfet47WOZvQzolMkcmR1C4/E1Lu3SKOgCnimwyBZnRydgY9PUdP50yLPmIF55wc81tYhGlAp2Fj93PWuj0SMrr9jxwbuDB/4EK52DDbYwpyCeBwK6LRnZdf0wMR/x9xYH/AhXPL4jd/Az6AHSlpB0pa6zxgooooAKKKKACiiigAooooAKKKKAOYjtz+9YTh8sx8sHAznue9VjgvDDMQsalm4IORnkY9RURw10WY4JZuQevPU1lalqEcaQ26rPc3zyER20a4Z+xbPQL7mtYnNzXN24uWmXybUBYlUNkHGR9a5ufxfYRa/aaZAPtLyTLHJMW+SPtwe5rm/EGoam0sejyXhW5kwpgs/ljQ44VnPLH16AVT0jTnsLlEudNaXUIX3FS3yr3B45z7VvGk5ItCa1HewxTi0Mym3upYrgRMQdrYIJH1Bp3gzw8us332i6BFlCwU443uei/wBTW7qU507XYNVwUtNSjAnA/wCWbf8A666K8hh0+witNO8tCc3ICcAknqPrmsJvlXKaxSY+ORS52IFUEhVA4UDgAVakgV1RZVXfjcpwMpWaEYwCaLcCh23ER+9E/fI9DU8Eufuklq4OaUJXZ18sZRVjnpnnsryODBWRMscjlxng59quXoheJb6RgsZGJT7/AOJ6UzxA22a1lLDOCv0GaIj9t0C9VSAUjLA+jLyP5VpUbkrip6HMapqcwuswQsXjGFRFLC3B7nHVz69q1fhb4ikstcufD940vl3LGa2MuQd38S8+vWsG08ZXiRpHC72cbc7IV2gk9ecc/jVq81W9dobuO9MjxkMizAOMj36g/Q1FLlg9WVUUprY7b4naNJPpa6xaqwntRtlKHkxHr+Rrxyzi8qfdK53yNgDOcDrXseveOrdfBtrPbokk+oKYtp5EZA+bP+e9eNyt5dxGSec/QVrWqLl5Tiemhi+JVaYqPR+fem6RB5TPnuBzn2rR16O1iaea689ovJLJ5DAEPj5Tz2B6is5NW0CC3Yx3urPO1opUbIwEuAfmXPdcdDUQhzRFY3Y42YfMAQKLrzHRVjIIYdqzp/EnhwJcCFdcly8RhDyony8eYrED64NQt4u0Mxrs0O4cxXZmVZr9sNDj/VnAHI9af1dhY1Y7IJF5kjooHUntTA1rvKLMZGClykaF8KO/Hb3rHsvGU8LQPY6Bp5milkKu8Tzbg/RGBOGI7HrVzSz8Qb6OzXT4L2GOJnsInihWIDfy0ZJx+vSqjQ7hY2pNO1Bba4m/s11iit1uQ1w4i3Rk4DLuPP4VQluIrR7tL3VNLjNuYyFgkM7yq3J8vHBIB71myeEb6R7L+2/EWm2oeWS1IuLzzGtwmc5AJ+XI4pLDRvCsbWn2i81bUATILlLG1CqpH3NrN1B4P0q1ThFahYW58T6ba3DDTNNF7LHdCa3vb/JYoB9wxD5cdaRbPxdrtpP5jPZ2MSvqSxTSC2hAJOWjU4+gxW/pH22zhgOi6PaaRKLd4Li5nH2iWYMeuDwpApP7GjupYm1W6uNTkgQRRm4Y4RR0UD0odWEHoO5zY0bQ7SO4Vr6TV75oopLZbFCYt5OWWRjzx7etbspvbiOQFo9HsGlFwlhp642OqgA7+tbENpbxIFihSEA9FGAaWdSyuqjGAcmuepiW9hXOSls7aOTdDDtduWkYlmY+pJrW1Hj7NjoExz6VmHIvVDNkEgYNbGtqVaBj02VlOTdhEVqMneT0p0U8ccs6cZEmcn0NRWko8pSP73NVVtJLye6lEuwbwOaQG0kkc5/duCcc54p6Kxzxg9Nx7CsVrO/hw8UiyBeSqnqKtW+qLMwS5LRP02kYpMCzPbLNnIU+9VY2+zSnKkr6VqfISNoPI45PPvUbxBlJ2kg8cCkA8MrxBlLBcdMdaYMMQdpOfXiqscjRsQC5HqOKv4MkYIH50AVZZFjTCDkcYFQrdsrLlHweM5zirzx/3lBBOADVIJtlxsBwaALJdYbNmYdZCKqTSFNPV1IZo3yMelWLth/Z0cZH3ucntVKOQvBJCSAGFAWNRQL+0jnU/MwxkdqdC5T5mUZzggenQYrP8PO/2e4gJ3CM/LmprW437vMP3XIHFB1UMT7N67Ft1JuULc4O76ZqQDzHREU4A2DPtUEQKTBmy2QDuzxxUsbBYyQPnAJyPXNM9eElJcyJEkC7ECkIHyxx19f6UtgxyGbAViZXB7k8kfpSSbUhmLDkqQo9yQv+NT22GSVg2VEeV9+w/QU0rk1NjOPnSknefOkO449DwTVC8iNvMnlAkIcHPufWtVgsO9mJLMRub1PoPpVO5h2QsPMbyx6dzW0dzOUdDJ2qTKrY55xjvT4+E3YDZ5GeMfSo0Vt7Icn5u/c+1WEUorbhgAZ+atnIhLU1LbIL/eweuR71r6KC3iHTXIwFuo9q56AuME+5rJQrsBi4eUKACc7eeta2jBU1/Tgpz/pkPJPJ+cVzP4jeXws+gh0paQdKWuw8QKKKKACiiigAooooAKKKKACiig0Acd5SC9UMQBukYk4Hf/CuLutcg0DXb83IDPdSZimVgw2AcJ7AVZn1a5sL25uGS7cmRgJGsiQq56Lk9PwrE1e60nVlEl5YlJHHyTNH5efpxXTFJHMtGXfD0tu2lvqUkazTXdw/nS4DGPJO3PsOOK1o7HZcrc2yeVOoJleJtysoHzH/AD2ribBLzSWd9Ou2WN8ZVl3I4HrV6/8AFWpy2j27pYxqRh2Qtz7Y7fStJT0ujU0Drul6xavpasGmZmeDj5XPUgemewqXQtcVLdtIu5lSN1KQzyLkxH0YH36GuVsrS4kgu0MG+WcxtFjCFcHIYelbMFrLqkFy13G9tqUDBS2BsnP+16HHccGuV1Ivc1jTl2LDX1zY6k0EzMk6Z8zYCBJno2Sf5cVqQamZDhyrnr/q+T+XX8RXOxarPagWWoW4ngQfKkh5X/cbrV21uNOEhmtNTltXIxsuI9wHtuFYOm3qb+0itLHUNoseqQYu5zG5zt2MMr7VUntF8OeHNUMtyshYEJhcZyMfnVa31nT7ItPfatHegfdihiI/MmsTVdbbXZBLKPs+nwnKIed7eprLklrcpuKWhj2kCi3CyMFCqSxPQVTvL+Iw+TZRfd/i6bj6/SmTXX2omJSwtgeBjl/rTAFjGAOvQjt7Vg2ZVa19IlOYPF5chfKhsFByAD3pt0TJw3Uc1dNsssTDb94YxVJYm2NGzHzIvlOKd7nMSSRJqukS2uFEyodue+aybOHSFmeGfwtz5Ai3vfMcSDq4HHX07Vdhdopd4bAXkDHWr11bpqFp9phys45ZQOuPStI1XFWGinJYxzz3j2vg6wgjmhjjgWW7ZvJZTy/uWq5INTna7aDRPDdoJ3jbC25cxbMY259cc1as7lZIlCnLAc5HSrceZGVgcAdz0NN4iXQdyOWXxFMkvma2lqk8yzsllapGA69MHqMYqn/YCXsryahqWoXkksnmuZbhsFv7xx3rVUB7rLAAAdPWp9qgjI7VDqzYrmXB4e0eCXdHYw5z1Iz+PNW2hQ4CKEx2WppHEUZZulVHuEYkLn8DU8ze4McFMbgIzDBq0USTIwA+M5xVSGZWxv3ZA9KuxoxIfPANS2TYjTKybWUHHrUUjb4ZGHAOelTXM8USs5JO0VjXuoGO0PlAj5Tn1oGY52m/Xa+5gw4xWnr24xwnPBHGKw9IRri/lkJJYjHWtzXWKLbJ1ASqaApWhYYTbnnNXdNj/wBGL8fNIxOR71WsYW5fJBHIB71pRlYp5I8MFYeYn9RSYCvEB8yAhvVe1NaOK4XbcJkjgMBgmpgyyNjLYwKlKBsjOCKQFeCHyEH7wsF+7k8j2p6MWQ5zgnjNDcRD1z6VIgxHwKAIWj2EkANx3p8R+UZAzjkZ704jIxg8DpmmSOsa5QZJGCBQA0TxyMUDYYetMfEcqnd9cCoZplUhEUM/cgU1YrmVx+75PUg9qALTxC5sVJJyueaxfO8uR0bHFdLZxhYzG5BznGK5PxAPs2rKu5gHjOD171UFd6gbHh9f3l8yn5cA4xUFoytdyx7uH554p3h2Rjpt3OPvZ2Z9cCs2BwNQfLbVKncfQGi2tg3OjsSl1aTrH8uPlC+hqSFzJHsAOSP1zgVleHQ8Ut3LLIdkgBU9s1rvyqlOmPTHNJqx34OraXKx8u4QIWX5pZBuHXgDP9addzG1tkVVx5zfQgAU6aJnmtlD4CKzEe2QP6VX1NS91CB9yKLJHueTV04ps7qnYynvDNeKiOu2PgAn9aEmd5WWZ84yvtioWhCK0hjOWydqdeaWJyJ4y6ZC/wAPr7GuhokkgjMkikKcrzgdK1HRFV+Adyc8cGmRyr5wZflLAqVTpT2lCoFSEmRlIXd6DqT+NZtFxQrDZ9lzgFgPkHXFaGhfP4j00A8LdR8n/eFZ8cTK87MSzOw9towOKv6GSvibTwwwFuotvudwFQtxzfus+hR0paQdKWuw8QKKKKACiiigAooooAKKKKACg0UGgDw3UvE6Ws0ksNzLcXHmOGjnT5UGT6U7w3Y65qdx9ulupbazc7ijRBvN9gh4ArQ0zwZbWt9Ne6ntuJzK7pEB8ifMSPqa6uIny8xYYgfc6fL9e1djXKrsI0+5zF5pOji5EF/bNpwlOIr60cpET6OvRT+lU5vBltp90biea4uXTkJKRt9jx1rp9VubCKyaS/UGFxtdHGfMPZVXvWFoOvW8yS6XdZWGNtls0j7igPSN2/l+VcleM5x9xlxcKctTD1SYxFZNuJFPykccdxU8OqebCDu+XGQaseKNJa3jV0z5at0PYf8A1q5aOJhJ5RY7c4Cjqa46dNSV2dcqjWxbnkfUJ0jVSUzncfbrThaI8nTy17YPNXZDHaxeV8pmYANjoi+lU5buO3TLglz91R3re/KjnfLuyrdW8FuytIxC5G45zx9KoyubhsuNkQ4VSe1PkkaWXzrhsn+EDoKiVdxJAyh6muedRyMJS6IiZGDNjt0AqVixjXPBPHFO7nHPvT9uVIXoOM1kQJhkHDHIGciqtxDsIuN3Bysnrz0NXwgxw3UY5qOSIFWBCuCMHNNAUJrIhcg5OOuKZYXRtpNrHoeRWhaSbkaFyC0R6+q9iKo6hY4zJHhSSTkGmmMnuLdowb6yOcnMkdWra4EkAKg89fasvT714D5UuCCec1euLb7IwuLcsYJD8yjt71IjTEY991SspVRzVOO4yq7OTVkuCOuSecelAEMzBuDnP86osFjIbOCTmrxZejcVFKUdSpHOOM0ANEpdcq3OMfSnQXbRjYfoD7VVUHd8vH9amTcq7zgD3HU0AQXJeW4ihBJb7zGq9/BugbkgnrWlDbsjmX+Inkn19Kp6kFjhMjZLdKa3Az9GjVbplQ5YYxj1qz4h3JPAmOo6YqLQo5ItTuElDq4k5VhggYGKta8A2pISM4AOD2qp6PQAt06AcZHerFwuVilyf3bbW46A1HbEyOpH1Hp0q6sZmDoAOVIx71AFfZsOc8+lWFCyISG6Hp3qCMme3XIAYDB9cilSRo2AbHQ9aAFYFW2ndjr1qRcnjjjpSToQVYdO9IJSIw4GSTwKAJMYGT61RnuzIzQwoM92zzT3ju7g4xsU8cHgVIkcNnG2SDL2oAhS1htCPMfLt1Hero2hVZXyM49Kop+/LOw69c9qsqSIlAGc9KAJoMiFSAMDPf3rm/GgCfZ7nI+9tP410sSt5TZXJDMM1z3i8iXQW3EM6kMMdetXT3Al8PuIfDEshJzJI3TrVGXTbpzK8hSGNlxumcL+nWpbe8bR/DdrAQEvXTfg8mJT3Pua5W+v5jO7Oru2chmJOfxrTk1YzuraW2kgis7S5illReUBwx9x61bhuMfu2Hzr2YYNeYxysWDwFhKT0zz+BrdsvFF7bqkd0i3SZxiThh/wLrSlTYXad0ehwP514c7cqqhfxNZWpXKyXEjI5Jd3Lc9hxUvh3V7PU5h5DmOVT/qZCM+mQe4FQ6rZkYKHaQpVm/vDPWnCLW56dOrzrzIIrraQvGwgD3bipDPEkzeWRHHx0XpVIRhsDrt4PFPtmDOc/dLYK98VqalvaUJcy/L97dUquZFLEYeTk4Odo7CqwjDSeYcImfkGOv4VJ5ROQUwAMBB29zUlp3JjKVjfhhl8E+tXNAkdvEulkj/l8iUA9huHP1qkiLsXcxKL8x571b0ENJ4l0plXbH9tjIyevzCo6il8LPpHtRSUtdR5AUUUUAFFFFABRRRQAUUUUAFB6UUUAcIzfNJIJAWRzkH69qo6rrlrYKWba1yy5jt0PJP95z2Wue1zxeqz3MOnuiBXZZLqQcA56IP4j79K5VzezNCGguVS7fdGSA0tyR1ZieAB78V21Gnoi51ElYu3+oT399E11dBHkYI1yfuwhj0Rf8k0+Syg07zLMXAkt3uVLMnLSLjgn0bPpWlZWn2i+kSGKF75WZYpCcDbjO4dg2cjI6iteAWVncx6bAscl82C8skYaOCQLnGR1Of4azjpoYPV3Zc05TrPh5ra5bNxGTEWIPJH3T+I61wkhe1mkWU+XJGxVjjnPSuvsbuTw21zNqrSKk8QIjLhzLITzj0Oe3YVwGq6jc6jqc1yyqm9slVHA9hXDXXs5+71NfavlsyWW5lKsIxj/aY8mqE6yvHvEmzs3Pf0qGWaUSfLvPqTyMVJGGklG7kY9Olc0puRm22NRnWP5gzADpVmIZXJUeuKcYgfZfWhUZyMcAds1AhSDnOcmnxZGV6d+alVNvuSMZNMRSXxnp3NMBw4UZU5FAU9PzpdvBPG760KpIGOCfXpQBTuYnhmSdclk64P8Perg8uSMMp3I/INI8alSSM/Q1TiP2OUwkgW8p+Qg/db0/OkBWv7FgSyY9TgVJp+oPbnyp8+Wx6EcVoumE2tkuay720b76ZbB/CncC9NaNH+9tAzRk5KA8j6Uw6gsYCYPmDqCMGoLC/IYQSkrg9av3FnDffxCOUDhh3pAVWuXlRj29RxilCsXyGPPoarSQT2UwR9wH97sauwyhcEKoPQ5NAEyQLGVJG49iakZO7AZHQHnn+lRiVckkkH0NWEHmEs3A4x70wIsEIMsDxWbqmWtH2jAA6ngGtI/McDqvUVU1HPlIrTKgZwoMikge+B1ojrKwGdYRfZdWkUQTQK6xzKsz72ZXUEHPoccVf1qFjcwv6r+tUra2kiv7KWZVV57GOUkSbw2WbB/wBkYx8vatnVQfLgwOVGM1dVe8Mo2zYIyQWIGcVrQ4iAdT85rIBEUhK5Oe9aFrL5h+YHjpWYiML5d/PF0XO9PoaJoj/dHSpLtWW4hmbLK2Ym/mKJSjDAJAPpTAZE25NjnIqOQPADhcKefpTkAj5VgRnn/GpwqyMc8gjj2oAplTKBtkwD15pBZRDl23emame3kU5XJ9OcUyNXIJkXHpjtSAcyBYsLjHotRQysHMLNtI6VOVK8DJ75qCVFN1HnrjPSgCWOdY1YFsuXBAHTpVOaNGV3nUNDEDIy9d2O354p8yBZ9wGPlU4/SqeoXrWNqZkVXKfwt0I7g047gYZMt5etJN8xcl2plxZGRkEeWz0FasdpBPF9stN0eFCywk7jGT0IPdT+laNpbLG2HyXAx6gVs5AZdt4aie3LXTfwk5UYxXNwhHhYTRt8jFFuAeCc9DXb6zK8GnrBCcT3DbFC9cdzVUaJFbWYUAYA+fjOfeiNS24zl4TLbSrNCTG685B6H2Nd2NROo6NDcvgbjtlG3kEVyV1YraMhUHyXOMDsau6FdtBO2nykeTcMBz/A/wDC1Xe+qNKVTkka4X98cMoRh94dxSi18x1AYg9u/wCFQuwETTEkNG+HQemccCr0U0ksXmQosa44d+ST7AU2ekpJrQIUhTcZpD5207Y1zuH+FWHX5cPhSq54Y4B9/WoYIYolUEu7gZOepY+9PJbazI2VbgDHfOKiRqtBw8uKMKVZgwIAXnPHrV3w8gbxDpRUHP2pGI9BvWs+QypIAqkouST2z0rR8M7j4g0tiDnzoiTj/bFIJfCz6JHSikpa6jxwooooAKKKKACiiigAooooAKKKQ9KAPG9d+H1vd3c1zpNwttcF2PlT5eIEnkjuPpyKyLyDW7R7XS3hupFjHlJPLgiTn1HAH4/Wu3m1WETyg5BDkcfWlTWkC7Wk3p3RhXNDGuOkjqlg+bVHOG+t7KKfTtLu1hdQ8ktzI+4lsAFIz35zzVOyja6mezt45hGHEqWysdxcj/WFuwz1zXWsdHuEKy2EbAoU+VB0znj0+tU7/wAS21iBbWUGZmARVX5mwOnSupYqEl7u5zyw8o77GF48Fwf7IhuJUe6RGeV04GeBwO1cHdSSWeob52It2PDDt6g10Wrz3L3IuNQjeMMp2b1IPB55rKnEF3atESrg964q7k5+8ZNJPQrWl0t/KSkZWBVIBPer0cYj4RWII5NU9PYrG0L4DIeB7VoRrNOu6LCqO56VkIaQWIGAFqRcAbQg9qVbWZifMlCj/ZqZVVU4AbA5JpgV2VgMkkj2qJNxO7B2g09n3kqMH0Aqw0IhtyCcMACRnrQAhRXy23B96RWyNuD/AEqSMbow3AB7E1FPOLccDdzzigBflYdQPxqrd2yzRPGyjB9uajNy0wOxRntU8c2OJUxzjOc0AQ21ywkFtL/rAPlc8bx/jT5AcYxyPem3lr5i87toOQ46qfamQSF28lxtn7Hs49qQEU1sgwygiiGeRQF5YZ9asNC7ZQLyKYsJChu56CgC2t1ui2ugkHowzVa5it4LWS7E/lpGCzKwyPoKnRVALkAEDntisnzv7W1ABY/9BhbIyQN7DvTSuBYt9XglA8yMqjEYYjOK0kuoSu3ep44Ocg1YSdERY/JYKTydoIHvVK+EU3mTQFVWLnGPvDvQBaOwfcPU9R1rKu5s3qr580WxSqvCoZg7KcDB7dj9auhmmtxIhVU6gjrVC0jEjzMxJ3yD5vpxTi7O4xLKz+zWWnRh8iI+Wc9w3IP51tanGzW0YQbjkDiqkFtG++Fy27O0Y9f4TXH634l1u5u5LCEm2WN/L2J94np1qorneodTpLkeSp80hNvGGOM0yx1SAS+VDm4l5BWLkD6noK4u10m7vbk/aJGkIPJdi3613GjWcVjAY0Xax6n1olGMRFuRLmco9zIERMMIYzhc+pPc1C7vdSeXHkL3PpViRnmYoicd809VjijCrgHPzY7VmBBHborFUlzgYzkVLK+4hYyx460nlBgSG4HTjvSpCEAIJOOpamAxGYZLKcj1qUrmMEYAPXmkMbZ+8DjnFC7izR+h4oAYykgICRmqkgKSxseevPpV6QkEEr07VUvSdmTjI54pATRFFuEJGQ6leRnnqK5/X1EdldqQeBu/CtqGXhHBztYHn/PpWX4x+SNyOAybeKqO4DNHYw3mxj8sy+WCeAMj5c/jWlFKI4HeZfLdD+8BHf2rLlj8t3jAHy7QT6cCna/M7PCqElblA5x044P61U9wLemFtQu5NRlXCqPLhB6AdzVqeV2uUgiG4nqR2FVVukh0+NYQfu4Az3q7ZRGGMyy4E0nPTkVL0AytdtkWIKoxk4wfWshoijCRSAxAIz2NdNrEEclkzM2GQE5NYcCF7fyyCCnGDWkHdAXbl3nKXcTAR3KBgPRujD86uxS+XB5AQEo2PZveqNpH51hcW5yJIW8+Pjt0Yf1q9bAvaxiMg7+WbuTWiR6GHk5IlabepjDkMoxjPJpyuYUAwAVUHPqajS3MU7OcEA/l/jRIS8LgEbn6nGDinY3CRmLArnhBg57nrWp4eeRdf01jhs3kSEj03iseN+QzHkthR6jNdF4eIGvacrlQ32qI7R3ywqXoPoz6CFLSUtdB5YUUUUAFFFFABRRRQAUUUUAFI1LSHpQB5LcL/pExzjDsT+Zrlr/xSI5GisbcSlTgzSn5M+wrptQRJZJYPNYNLMUyo5GSc81ga34W02000ywvcGXkgMwK4FcUIQcvePRnUko+6ZUOs3N5IUuL1VjI+4knlA/kK6rSTp9u6m2k09JGXPmG7YnP1NedCNCQ+5gvo65FXLOObG1DFKM8AHkfgcV6EKcY6o82VSUt2dN4xnia8srd3tjD5Dl3hk3Abj3P4V5xLPbWz4h1FUPYgEg1b8VTMIPlOP3gUjGDwDXLSqtxCjIw8xOqnqaI4dVrybM2dbZ6it+Dh0kuUH8B4cen1rYtp/tUKtIvkRrwEzz715n+8hZSxZXB4b19uK6fwtrYMxtb4GVnOY37k+hrCvhORc0dhnV+ZEG/dJI3oelOMN1ckFgFTtU8d9ZSptj4xxjGMUsl2ijMZx6VxgQxxxWed0qlu4pUBl3HqmarzR/aplLrnPc1bjAhURKBg/zoAYD5URZii84G45qo8glyVAz61PdvGgKZwc8Yxk1Xhj3ElB8vpQBABtkA24wKe0ZZSR25x61fjtEC5IAOOppxtgOQ45NFgK1pIZV8lzz/AA5oeAXEXzMEZG4bupqwIE3qNxZs5HHAqTjzHIUHI7CgCC0n3s0MwVZx0YdHHtUpti7HAbK8BTTJLZZUAbgjlcdVPqKiaXUJv9GYKqgYe4Q8sp7AdjQBjalezX9x/ZdkTtX5bmdeQP8AZBrQjt4YrZFKEjG0BfalFibVdtvGEhA6AdalSRChA3iQ8qNp4I6Gm3sB0Y+H/iCTS1u4mhiUp5i2xf8AeEYz9M47VzsckkX3x5hYEYUc4969N0z4m6RNosc0izC/EePI2ffZRjO70NeaAOZvMLu24kspPAySf61rUjFJco2UUmNtZSxEHKOVA9u1XbeCOzs180543Y6cntVJomuNeSMZMewM/wBQeM1qQzNNvUWhb5/kLrjP/wBYVgIkt3Ju9ypt3opKk9O1cbrdtGfE1yYnVkdgzYPfvW5ruswaUipAS96VILKehbrmuatVLv5juzSNlmb1NawVtQOltIYo4wMBVYDpWiLfC5B69qz9OLC0jDpz2zVw3O0FdpJxwKye4EpKQoSWOO+aqpKbpwqnbEvLZ7momQyne5wmemauxIqRAAAY54oAUMcH5QOOMd6jDNhsc4/WkdyW2p+dPSHCAZJPp0/OmAgYAfe607IJ6jOOtBVIkfI285JPaq5V58iPhRzuNAD5ZwjBdwLHjA4NRSszxyFioXFP8lU5UZfP3iKhvFZkEYzljjikA2EbgM9COlUPFa+bp1kx6tIikfRsYrWiAiIi6uBWdrJEsVorDlLtCB7E8j9KqDswGX0W2+vFBAyVPPcY7VW1AsNHWQD5oZxtHoHHT8xWlqkbNeBgyjdERnHcGqLYn0m9j7x+XLkdwG5/nT6gM0OLbE8k5JZTlQa3UfcTNI3Hp2rnba9jgaN5XwinH1q1E82s3BVT5dqpyT0FNoC7c79bX7NbgCEY3yN0AFZTXVvcavcraMTGG2ZJ+8QOTV2+m88ppGnNshBxK68Ej61XvdOhsXg8jCED73r6/wA6qOmgD7cvbTLdIATGfmHXcp4IrZgtI1nlEZGxkEsQHcH/AA6Vlx7cZDZ9RVszgadp1wuVK7ozjvg9KeqOjDTtOxaaNY0JkyFbDAEZ21n3F0JJlSMoRjGNuMVpvdLIref8p4+f+uKzpbYRykhsqGwO/bJqzvbJo0Hm5PBCYxjjpW7oDGPXNMVicG5iPTIJ3AdaxLeMqr73ZyW44xWzpUbjxPpabcot1DjnOMMD/Wpb1KS91n0J2oo7UV0nlBRRRQAUUUUAFFFFABRRRQAUh6UtB6UAeNuf+JuSDnDyMPzNS6lsms9jZIYMoI+lROpOq3LRtjaxH5sav2kEtwTGkZcDkkfw/X0Fc3L79zvunE89eyG0EYI6e9Zc8LxOzKPu889q9XHhSyR3uc+erEFog+2Mc9d3U/QVzXiW1juLzbFEvkRIEAWHywPXHr9TXbGSPOkmmcFrNlLe6O00Tb2icyOvUkdDXKW08lpdxTwhX8sh9jjIYV3ti7W8m1gGif8ASqaaBbW2pPOpEkRYskZH3T/UelY08SoJxZFjSbTrbxFpJdYdizjIUjBjevO5reewvZbdmMc0LYJHUEHgium1TWr21upNNSdooj84YDlgenP6Vzd0zy5lkkJcnBLGurDU24OUnoxndaRcJrOmpdCNVuY/kmXoGP8Ae/GoUknMxjKGNgeRntWZ4c8TQaRb/ZLm0yrsWeZWBx6HHoPSu5mtIZ182EgHGVYDg15uIpuE27AVbZPKjLNgHHSnXU3kW+4cSEcVEJTC583G4gkZ6GmgPet+8Ix7jjFYXApRWbzOZXJA9B6VrJGI0AGcCnBFjGEHXqfUU5s7c7Bg0MYnGTx1GPpQV27QSxGPTGKCcrycL6DvSDHbJNIBrnIUk4A7DtUTPJG33mZCM8VI6MhJKZB5600t9lXeFLxtksO61SESxyRM33tvsakJXPykE5NUzBDOC8cmSO1Na3njPy8r2pjLrg4IGcfzqJVJ4O4YGc1BHJJwJMrxzU6yoynLEZoERQ2yq8mWDMPlUY+6OtTSQlomLNtAXkURlPtQXPEi4H1FVNXumWEQx5y5+lIZPp8KKsk5G7zGwPwqj4j11dGtvLiO+8lBCjP3B60++1E6PpcUUQD3bj5FHVR/eNcXLbzXcqzXHzuXOSeppxSWrAZZ2z3LmWRiztyWbqa6PTtLBYO68AcYPWn6Tp6E+ZIuFUcJWysioOIzgjrjpVSnfYBpBRAvAPQcUgi+cnfjgHFTFGYHI4PbFPEfO5iS3fjis7CKDK3nhc/L1xmphgjjJ+hpzxgsxOQPUU1BFyc4A7euKYCmbACKmWoDOo3N1I6UDkts4xTSZEcEqT+FIAMDOd8pLKD0p5ywEaqUjGeRRteT5skH69KbJFIcFpdxNAEgRgu3+Ee+TVWRSbgSBshAQRinNJLGDjIPbFRGybIluZW56KDgH8KAEtnPnNnrnBzVPVFAaBhwPMAz6Hsfzq3G+25YHoDU19bfard0kIMZX7uO/agBdYhBtYrkclJArY6HNZds7xyl4wDj5XU9weoNLoWosUn0a+OZYgUyf4l7H8KkntWtJPmb+Ht3FbWsBzV/pTrfCUyH+zycxuRggZ+6fcVfm1kuosdOQCMjBZepPrWuLeR0PlhSrffRxlWHuP60tppVlZh5dj28eegAYFjwNpo5lYBmk2As7cF2L3B5JPama0xaKFmAPJ56elarW4LbVnCkdpFIJrP1PTryaFBDH5oRjkIw6VmnqBDEy+TgMRg9BUgUnQMDIcXLFADyRjkfrUQsblkC7BEe7yMAAPX1qC8my0ENpI3lwA7W/vserVtFXZrQT50y5EzyRhpMlcdTU0DLbhCW3ZO4r6elIXR7WDJCybcMhGPx96Yx3vjAKk5YAYyK2sekalrN9oO1ANwG4nuK1dHdm8U2IVsgXMSsR6lgf8KwLAZllmRfkQdG6+mK2tCO3XrEKy/vNQi6Dr8wrnn8RovgZ9BDpS0g6UtdZ5AUUUUAFFFFABRRRQAUUUUAFFFIaAPLoNMgM0k01ykivIzEodqA5PDOe/sM1oyTRQBUkCQxY+VdpXK+ydT9Wrj4NduLeaeFTtdJ5AkhG4opY/dHQc9+tKly0rkyEvnq7HkH3q5Q0uNTtodV/arOdsCkowwWlIZv/rD6VOsVreoUuIlwR0POPeub+0QwwNPLKkUSH5pJDhV/xqjL4k1C9HkaFD5KNwb65XAGe6IeT9TWLg1qarVWRySQgFvmztZlP5mr0SINmc5+lUszxySRuFmMchBdgAT78VbhkuNgZYo0HqWzXE1qcz3MzxboRv7eC6gjzNAcNjjKE/0qzpnhfTmsFe4USSSDazc9TVfXdQl02KKWRvNds7VxhAQOcjufQVi6B4vksnvzdI9wkpEsY3Yw3TB9B7V20Y1ZU/dYjD1HT5dPvprOdWVoyQpPRl7V2vgzVjc2P9ms4+0W4+Td/FHn+Yrlte1iXWb0XLwJGy4QBD29/WotDuJ7fXrOS3J8wTKhX+8CcEflmuyvTc6N5biPSQsVxd3RfDBH8tPbA5P5moWikgcKG3p2Peo7GdTPcxk5MjtIoB688VcjiSOUTz7S/VV/u14qGReYPLxkccZBqYSpuCBh061j3El0t858tFjdvvIcqT/SpknuEGWj49qYzQ4Iz270dcrkKT1qn/aOf4cexo/tAEfc5POQMUmhFvzCvEoLey9KDCODGNuPWqbX3H+pdh9KX7aTj/R5st2B4poCR7Zc8KVb1HQ0LLMg2vlvRugpgvGI+aGVV7cU8XsRXaytz7UxjvNifCzLkmnJDGDuTt2zmoz9ncYBGT0J7UipJHu8uQZHpQIW6ZlUSAYMTbvw6GqBxdamg5bnp7DmtVh5kZVwSdvPFZWnHLzSc+ZEGjOPWkBQuUlu9Qe5Zs7m4+lWRYFI/wB4MnOeTUttCZSh2kBRwO9aYjCxkCM4xjLHr+FFgG2iBEDbe/WrQAZimBjqPaqpkdI/ljpgkuJeB1PccUwLThYedwHHUnFQi5U/ImG/CmrZkhTNICRztqwpiRcorZ29WHNICLa7qNwIFQ+SCCSTjPWreGYZYBeOKrSIzA7WHpQBGCQcR5/KlSTK5O49s0oiMY4O7jr0pQCzbFXPHPtRYCVcYwelK4ZVDKAPQdadHGVGW4qC5kdpBHEfmAycdqAJC5ZB8gJx1HSq+5yxJGWb7qjtUywHaPnbPTjvUUkRaQKh+X+N89fb6UAVGBUs+cL+fNXoSTH87EsQMj0qIRo7EDmNT1I6mpYRznPegDF8R6VIVj1Wwx9qtyWIH8S9x71Y0y8TV7FHLAqepHVD3/8A1V0CqH+Vs578dq4y5tZfDOrzXkHzadId7IP4eecVd+ZWYGu1pIsn3trKTnHQ1Moe4vILVsFIv3sgH97+EVTvNYFtZtcRMkiEAop53HtVrShItuweQea3zMxHG49fwqXtqBqbv3n+yOp96o306bH2lAU+8W6Ci9meGPAlh3AnJBI4+lcjd3j3shihd2hHWT++c9F9qcINu5UYOTsTyX/2uVltwRF13PgbvcVet7FJYjJEq7xhSG7H1FVbG22ELKAVPRMcj/CtaO3IuAWTaI8NtUckf1rpUeU9GnBRVhixFpFjXPnEnkHoB1pWcjYuSN33T2xVp4RcFnwVcjhhwRUccImm2sAQrZZj0p8yNLO5atoxDaMS4Cvyu8elaeht5eu6LGY8lrmMjHQZYZNZ96C6LGAeSEUDt3OK0NDVj4s0sZBjhljXr1O4Vg9ZGrVos+gu1FJS11njhRRRQAUUUUAFFFFABRRRQAUGikNAHzy1vM2p3bquyCOVy0sj7VQbj1JpiaysreVosH22Q5DXU4K26n/Z7uf0qxfaNLfarNNqty14qzP5UGNkUY3H+EdT9atRAbUUYCrxx0+lNzbR0QordkUOkeeftWqXD393kMN4wkfH8KDgVrIu5kAIOSP5VGMthQ+d+SAfTNSKc7mxwG7/AE7VBvay0OMv0MOqXIxjL5APvViMbowWHao9eQjV32OEBjVvmP4U23QiDliWx94Ma46itI8+ppIl1PTotT02W0YAFhlXb+FuxFeVywTW8rRyxkOpyy47969XQyAjLbuPSs27jtr6HZeQAhT8rY+7/WtsPiHSuiDk9N0S+1iISQIsKnq8nAatC30htKulmRzLcgFVAHCk8ZOfaurtrW3jtmkDBguF+Q4AH9KbIiOMTJu4wXXgkdqqpjJz0WwBpUENnYLK7Fp3GXYnp7CnNdRzhlUN6MfSoVikt1/dYnTH3D2pZFjMEksAIYffX+6cVyATxKq2m0fOjngGiOydFZ4nMeP4eoNSacqzWShmyy9qtShI14O1epJOMfjTAxRqcaTmG4gRJB1yOvuKs/2hblOYk9Qao35huDvhWSYKescZbP4060jtnG5VKjuD1B9waALX9qoMYh/AUfb7hh8kGMHqc1cSKJVyqqcf7NTDeTnGQfQUDMzztQJDYGCe46VKtwrZ82IEg9avgA5DHGBUcsEbAYwOPSmIqm2tZSPKPzE9B2NIbR0cbT075pHtWViU3HPTtTlLKQucEUAPAfgPnPbFV7W1Dy3aq3l+bOoyecZ4JqyXdugPTPFV4UMjXcQB+ZVYH0/yaEtQO/1T4f2WmaNNcWU84ubdN7tIwKy7evHauKyTzv3YPete78W6xeaVDpzujQMAs0gXEjKO2ayk8tlBXAx2HarqSTasBHjJB4GP1qQvhCASPQZobbv5KjIqN5VjdcDqOtQBKAxBJYD2pDIFB7k9KizLIw2gge9PWMBiX4P50AN8oyMc5HGSTVmws7W70l7y+1GPSztkeCCVGlmkRWKbxGvJG4HgckKT2prEBMjP1rgJ9Z1vTryaw/tW9VRMY+H5CHlfnHI5OduQM81tRgpPUpK51dtcb5p7KS5t57q0cpM1tkoTnggkdCPyqyzpGC4HzkY61xHhi7ki1RVO4G7QoSzbg8inJY5712Sxqj75TubHI7Yqa0eWVkJqxZEjbMsAMinQwiPc7/ebn3FRQyNkcjgccVIY4y2XJLetZWEOJ34RdwVud3QgVGwDfuIOFA5we31pZZm/1UasT0JAqWNI4YsKCcjknuaYFQ7QNmfujoOgp0BLPwvSmGQszAfmatRIBHvA5+uBQBKpwcgjJ9qr6lZpfWDwSDJI+X61MHy4Odx9ulScFSpA/rUu4HCW+jiKWFi7eXGzEQ9drfWtywU/vLhmIhAwMnAY+tLqEPk6kq4lkSUb1jjXJZhwfoKU2N3qCqbvbb2y/dt0PJ+prVRczSFNz2MO8+06qHCZFsDgyHjd9Pap7a0MUZRVRo0+6p/h+lbk1sqxx/IAijAUVAYw7D+H1PbFdUIqKOqMeUqoNpy2HIGCr961/IKYaUEH72QfuD0qsLV0XeVV+epPGKmjLKmE3eST9xuSD6g0SRshGlxJ8oAYHG0/xfU1NAQtoZMAM52KMds81CYmeUAc+gFXVTy5FX7zRgZX+6P/ANdYyNola4ljF5HGqnZk7Mdf84FanhtQ2t2lwcjddxAeh+cVlTORNLNhQQCobsOwrT0AFdT0qNmwDdw4Pr8wNSOXws+gKWkFLXUeQFFFFABRRRQAUUUUAFFFFABQelFB6UAeL3O37dcf3PNbk9jk1TjdYQx2444GO3rV+5B8+53AYMrAEj3NVxb7AwGD8pAPX8KVjvWwkU2WUY3Nswo6Y9qlTE77JAYwhB653UqRLvQ9AW4B9NtMt0UKRjOMDkcc5ppCk9DmfEsSSaqsoyVaPg49DVaxLiNkHb19KveJmEdzZOR8u1lHbjNUYZFDEKvBHauOr8RwVfiLUb4Oc4/rUgtUmjO8Yfru9aryDEJDHnGamt5JCg3D8KzIKYt57W43KPlIwQOh+oq6LVvL8yAYYj5o25U/SpwAdx3Dj0qB7pFzHFunfj5E5/XtSAqq6wTFpkZZOnPrU1qsR84MwYyZ3H3pslnqE825zbxY7Nlzj3qT+z7yEktcxqG6GJMEfnTAoF309DExbzt+1VUZLj2FWYbOWdg9+Sf7sIPyj6+pqaO2jjlMu5pJgMF5DmroysAJAGT39aAGiEMAinYq8DHFULy2ETNNF88g5ZSeT/jVq+1O10y1WS8dldvuQKMu/wBB2+tcTqPiq+v7gpb3sGnRE48tIyXA9zjrVxg2HU6+GTzVXacgjirA3bcnI29qxdDmmaIsfMkQDAkk4ZvetgA7s/N9akY/cCucBjxijaCRuBA9jSgKFwOvtRhiW2Yx2zSEK2NpJBOTxgVD1OSct6AVMEw3zEA46Z601wqEAAc0wIiAB1A+lRbvLuYpcEDOwjpwehqYcA8Z+tRXKtJBJhsNtyB7jkfyoAswI3zAD7rYwfSlktUkYlUKv/snrSW8nmFJSdvmoGOecVMZowpYsMelAFOWMw443e+OlKsfzbnJBxxUskw2blTjvu6kVWe6XbgElge3agZOrKwIwR25pTEiZ4x35qskrMMtkHPTFPaTA3MfbHJoAm3AqMt9R2rmtQ8Ow3moT3LXUsaSlS8caj5mXocmt/Y0yg8AdsUhRItu75m6/SqjJxd0BQstB02zlE8UDG4yWDuxJXPp2FXtr9guT3PakM8jtwpC+op4gk3bg2T15NS5OTuwGIxGQXweg4qV5ZUj3ALnOOlIFWTaTtGOcDqDShVVvmJKk9DQIGBiXfIAzHjA6ZqOS4QgogeTA52joadKQ4ID7QeBzSiNIowECg7eeKAK8SFpsMO/IB6fWrMrIGVeMAYwDUWAituPLc8U2PDHgj3oAlBAONp45xmpww356D61ByMndlfUjtVV53uJBFGM845FIGaLEEiRWICnqPSrQhUhsY3YHHpisyBVjYoWJyMHnIzWlasFiDKWOQCc100WtjooS6Fa7hDSB2B6YODgZqr5cZUgRsxxz2rRXMvDDn7xWqsgMYByecdOtdJs3qU9rhWXjGcgEVZifO4yjAxwAtIFM8hZifUcc1ZVQSGOFCjA3VnIuDbYyGEAiSQ4w2TgdKd5bsZmcAMeSAOT3q6YsKu0lXkYEhugFRSRDy3CddvzEn1rJo6UU54MWyhNwDuQE6njj+eat6ZcKuv2kGzcYrq3UyDoGaRRj64qJyHe3jyWwMsRzjnP4Vc0i0huNXsyGO9b6Jyw6ErIODSS1M6jdtD3cUtIKWug80KKKKACiiigAooooAKKKKACkNLSGgDx2dM3EuSQGdznsOTSR53HH3VG7Pr7VNdxESOHAx5h47/eNQrJmRicjdkcDkCg7kO2nYZAegJx74xUYUtH8nU5O30AFPldSruM/MhAwOp3U1N4+ZQDkY5oJkYviWL/AIl6ykZ8mRQcjscisOJEOCVA+ldbqdq9xpt2gUbmUgfUcj+VcZbSBo0LHqPWuastTkqrUvbIiDuZyAOOeTUL3cdsRHHE0krfdTdn8/QUwzNK/kQAM4+85HyoPf1PtUsNr5JID7nY/OzdWrAyH/Z5rnCXM2Af+WcQ2r+fU1aigSEmKMBUP93jJoikVFKsDuXgE96lVykZlnkSOFP4m4FAEmFVgjEZAyKbhssSSSegHNZOra/BY2DXVtYvdknaHb5UB/mar2o8R6wAZ7mOxtyOY7dcNj/eqktLjNea4t7JP9LmSHIyAx3MfoorI1LxC6Q4tYfs8Z6TzDLH/dXtU89lBpsJEEoiwOZCu5z65Y1zcRtr/UUijLTpu/eyM2c+wpxS3EQW0F7rN15pMiws37y4kbLMPaunsdCsrKMCOFC+OXZec1aRlVQsabVAxgDirMcZdBvPTnB70nJgJEoiBQAACngZYgnp1BNOKqowq9e2ab5iKMtwFpAPDqowFx/wGlJYjoox2zyapSXy4+VSc+9CvdMuSpYfWgC3u24O7A78VA9zAGOXY89cU3yrh0+fKqTz70C3jX/WSL9M0AAuIwwGCf0p6SfMGOCPQDk1GZbaM7UUuw7CnLIXwDGE7deaAGwTzIvlRwBo0cjLHOO+P1q1svJ/mUImOmB/WmwzPBcSqkeQ21if7vGKtCSaVT++QeuB0oAqC0dkIYq397POT9ae4ESEOAR2FK7QxrhnaTOehqupdm3dBjH4UDJPMypCxjnoTQW2ABk3P+lKokIOSCf6U8EHgrkgYoArnznJLOAPRadDFz80Y+rGnOmAccYpBNzyCPwoESBTkAADBzwKcSucAnrUQlDYwcH3p6HcMlQCehqQGBhvOMbfalLx+XljwDnApWKA5xj6VB5KSSjkiQjIouAkUfmzB2Hyj7q5zipio+fjrxREnllox35zQZRnHQ96N0BW25cLjn8anOQOAOCO1PYoGyGyf5UhViMkjGP8mmgIJ2kb5Y25b2qtNKbZBEjEynqQOPwp91cLbghGDSnoKjsreRiZZV5z/FTAsWkZjQlgNzjg5rRsifIKgZJYBqqZx278VYsZQrSR8c81pRfvGlJ+8WnYoxZI8sucEenaqzqS7l1XGeSDV9fmgHB+Y8kHpiqlxHtdgV4Y5GeRXdc6mrkMIWSQK3Cchec1djiHmKBjCnaec5qCCMJ8uxSW9Ow9asorIjbSQwOfYVlLc0grDLhvMuGJcoFU7aq3AdYnZpMnaFHv2qxIhkdlB5BCk/jn+lMmiEsbNztQ42gferM1uV7NF893wVSPgv0G0dc+9TeG7GeXXtMu5T5Vs92jxjd8z5bIBFPRDb6XdLId25SRt6gmn6JeNd+LdIhaNzDFLGykjGWGPmo16GctY6nvQpaSlrY4AooooAKKKKACiiigAooooAKQ0tIaAPJZULXU5AB3TNuYnng1HCo89Qcchj15xnFSOFMkvzbiXfbjn+I00PySeAQqL2PHWnY6+YaCxcnDcLgetKyn+EYC4Gf8/Wlk4fGwhsn+Lp709iQjZDDcc474zxVCb0GHaA4IDEtgV51qlnJY6xLaxjakmXjkxwF9vftXo6BWBI4JJyMc8VV1GxivraSNm+XoABzngVnUgpIxqq5x0KxRLsTCqvTPU+5pUnVpdiZJXJYjoo9Saj1GxmsfMF38ka5YyKeCAMn8eK8+1HVLu+iwFaG3kYeXAvcf3mPc1zKk2znimd5c6/ELj7HpKJe32OW6xxDvk9zWPnWJ7lnuBDcZ6CUNtj+gFXfDVrBZQwLbhfnHmM/bGPWtsTQzFvJiadgeXB2oPbPeok1F6DaOUiW6kstTjuNmSFeOKPJw6nOfyrpdKvt+jC6Y4RmyueMjGTStbREvLqE0MacgpE+MLj+91Ncxq2tpqG3TNJBjs0PzSevbih3khDNQuZNfvWgRmNsG5KnG72roNO0FNOhXyCy4H8Q3A1X0TTLW2iVyrbgMYLdPetaa5hQgbzgcBVpOWnKgJd8sf31VxjnZ1H4U03sAU4fJJ6dxUIuJZWAjhZh/ezUot4huNwEVuuFNSBWkupJGKwocdMmnR2ruPMuJgoPUD0pr3yJlbaIHHRgM5qBLe5uiGnfZHnoTimBZFzbRHbCm73xSi8uZBlECDtxT47KFAcMSTxg1OkcaIMdu2M0AVRHdvzJMSOwpUtXLfOQPfFXPv4OOewpG45bA7cmgCtgx4jjxuPfFLvWN9rNubuRT4VY+ZI+1V561TlsvMy3mkZ9TQBdt3jnberjzANrA/pTp3WMAzx7R/fU9ayTpTMxaG78t8ZyDTRa6pLII7iTeo7g5zSA1RJbumFu268ADNOWONkOJCfXc3Wsg6TKMAtge5qRbOaJQWZuPToaYGsAyqu0ryKCoZl67gOnSqttOpwkjYIPepRGGYss+MnAFADyDuOBkdKBNtfHlEZoWMqPmORnrmng8YA4xjJoAhDRyOV2gORwTxipFicYIdT9DQ4jIUcFiOSTjmnEEKApA4yalsBvlnndye1EkfmIP4WHTFOEgIB6VVa9VZ2VSCR3zQBYwUXJPA6+4pcqu0+XuB9aqrcliqKrZ9OtWSzRRgOAG7AtzTQxDIgziPH1qpd3f2dcLne3AXFS3N2FGyP5pD0AGce9QRWoVjPcZMmcgN2pgR2lkxU3Nzwx7HtVzO7ABGAOBUT3BeTBXgdBinlgMFu/pQIcFCncBz3zUkA/0kBs/Nx9feolYEYHccGlVykit6dacXaSY4u0rm0qBItw5BBIXPrVbYX5IAwCcdKugR+V+7OEwAcck0xgTEMDjkcDk+1dy1R3x1K3lFI8nDBj27VPCvlxfOcYI496Rod5GZFCryT/SpFBRYg2DnJ6etQaAXjONyj5iTVWfzMlV+VIxuI9zV0qB5YznnJGO2azmDyStGRuVj8x9Rk0noBNGYXtAHLMHDE4PpVzRLcjxLZ3DkBUkjSNV7qSOv0rPiQDzGPbJAHTitLRmYapZ7WPzXUSnj/aFQNx0Z7ZRQOlFbnnBRRRQAUUUUAFFFFABRRRQAUGig0AePzrIt3KCG2+ax+U4PU44qdVbLF4yvzEghs9OM4qWYH7dIwG0GUtyOepwKAjkkBQJFTr6NVHRcjJYSRocZPJHfA5pBHiPhcqOeTz0py5+0vll3lTwBgdfeiNwyjeoBPBIPTNMRGhQRcN8wGWPfPeo0cpwnzEnOfQVIVWNX3sGLZzx061CylzsX74UYyMjJoBjpLK3uoHikRJCeWVxkHPUflXnereFrbTfEbSRbmiaNrhkfoiqCBj2zXpMSEMytliXyfXpisEqL7xdf+aiyRRQR24D9PUg/lUS0JRx8lt/ZGn2kMVqXd4lk8uUkKzFj+g9KiutR1K2MULizjG4bygJYZPRR3OK7e80Fm0qCC3YeZAD5bPluM5wa4kxXLXl1LdwvFJHu2gsCdxGCR7YHFcs1bUxmmtSe60S2kYm6luJyTxvf5T+ApkejRxOUt7ZQy8FvStMAzWkRJYnYCc/SpYpMph5TGw7jvWV2QQjTEjCvc3LkeicAU4yWVuSscBkI7nvVjy2zkyhx69acscQG9Rl/SkBTE99PlYl8sHooGKT+z53x58pI7gGrrNISu0dKilE7nKnAHXA5oAmSNIlASMKB0waVVVm7kfXFV980eCfmzz06UgvUVvnRsg5NMC26hMEZ/PNEcmCeMc4qE3cLFTuH0p+6PkoRzyR3oAkIZTgrjJNMkI2gZ4qXl1Vycnpg00xgqeOevNAEDuSoGM5PT1qZIg0W2SMADuetERPVhj0NTDBPIzik2MgFpESAAoHY0oXO1Q5DD09KnHIyCcfypuMnPr3zUgKq7fvNuY9sUyRl3YGM9wRUzNxwPzqJ+cs/SmBA1vFMSXTDdeKi/s0LjYX3DuTV1CjFsSH246U7BbqcjtQhFWNTGCpO7HRT3qQ7cZHB/lTig8zO4jH86b5qnO8Y9eOtUAgUcsw+YevGKrXV2kQxv3vjkAdKhur07ikBDbuOPWpbKwWEedcN9cnrU2AgRbi65TIX1P86JJLPTPluHMkj8hFGSalu9SMx+zaaoZz95/4VqnDpxWbaXLTMf3kp5P4U0gB9Suy2FihtMnjfyx+gpsVpPNL5hZyOpmm/oK1F0+OCMGCJGfPLSnNRPZzT83E7bP7idKLgJDLZ2m9VYPKerNyaa073A/cx7xnkt0/CrAsYInVY41GR9Sal3BRsAHtxSuMrrAQMvj8BSMO3arBB4J/Q1DNjHHXoKad0IZEf3u32p8i5GRn6VEW8kbsjJ45qITl3HGOaYzprJQbS2H3MjdjPOakJBC4ALk9eeB7VX0ycmw7b4jt6Z4PSp3CshYfw+nFdsHeJ2wegwIu1eDl25z0AqWQEsFXkDoe1PjKnZ8oO0EikLGOQvgnA4x3pGxFISULDl89uxPFVSg3sVbkqcccDtVmQ7bcjI4XknufSoxyjnsMUpAMHXIG4Abcd8Vc0Yg6vY4b5Tdo2PcOKqKP3LPjHY+1XdGGNSsBtGftS55/2xUrcbeh7SKWkFLWx5wUUUUAFFFFABRRRQAUUUUAFFFBoA8tvMvdMXKhQ3zY9cninyRSbvl+ZsgnPAJpXUy3TqVwQzjBHv8A4UjxOxChssDkDOOtUbojwvDuRu3YI9R/jTfL3BimN2QyjOOMentUrRyqkm3blRgcdcd6GHOWCq3POOnFMDPmcumeVIGAf8fap4o/9Thv9Y2Tj+6KinjLW8jDBaMFQFHc1YEYRVDNuMJKjr1680CYu9kXLqPvr36jOK5fw9meW/u8ZE947KfZeBXR6nKsFhNcuRmKP5ieNzAcVheF4TFotmD9549/I4yx3H+lTIcTeUt1ABwMn2rM1nRor+BjEqrcJwhHG72PqK0oncuy5wCeMU2ePciqNwy2efWk0noymro4e13rbJEUKso2spHINDwdPmVCenNXtZAi1IuucSKHx6HoazJBK5yMFcd64pq0rHHLRkwFxbkMoDDpxUkdwrPtfKv6EVRW2lBLQuwbuCeKliuhK5jul8qbs3Y1IjQIbGQwwRionklTnG4DuKjK3MQ+4WA79ab9onQ4MQOfQUASNfxgYYdevNRi+tWb5k4PG4037SvR4Bj/AGaY0dnIwDMw9yKQE+LKb7sm1iOlIbEkDy5V/Pmq/wDZlszZjlYHsD2pDYXcIzDJuB7Z5pgWF+2xj5BuX6UG9uV/1iNVYX19bnEgI9wKsjVMqPNUNkdSORQA8aijjDIR9anW8iwDvU5429xVdLqym4ZNuT1pxsbeYHypAPbFS0MuCZcYAUn9KSSeJB8zjPtVI6fcIMJKMDpzTTaTF/nAb3osBdF3C3+rcNj1pXniIG2QKe+aqSWFvHEGmZoz/s96qNcaXF1Er4POOSadgNJ7+GHuXJHRRTBqEhPyWrnPeqaX0YJNrbP6ZYf0qX7XPklmCH0b/ChIQrPfXDlEj8sA5JqFre7lYKWJJ6kVKs8kh+XfIeuVGBUslwtlbFpHw/8ACg60wIlit9Og82baZM5x3qmsc2qyCSbdHbDooON1JBbS38wmuFYR54BrX2oFVEHA6cdqm4EUMcduuxAFTsAKkgQqBKxwo4yelWQipHuC/N/tVDsaZh5g2x9gDnmkA9pl42sp7jAoyzocjj3GKafKji2gnIP40gLMMtwMdKAHsCUUk4IPWkQIcndkimsQyxgdOtHTA9utACO2T8oPXiq8jgDk9BnAFTcjO4ZFM2jrjimhkOyOT945Y8cAUj42/LnNOzsbOBjNOCbgW7e1UxGlobq000bn7yhhz6VqlfM2cAFgC2RWHpzBLxN3Rgy+9b5VVB65wOFP0FdNF+6dNJ3iNhUEBsD5s5HYimSoSVIHOeg9M5qxGpUeTypGajcDzFwcKFzVnUitKgP3sEB/y4qHBCICOCCW/U1LMWLGFichMkd6Vo8MXbbwxGBzxilIZAm4LhiWDfMw6DtxWhpIb+1tPJJwZ4zj6uKpldhycBTxjsM88flV7S+NW08YOPPhx/31Uiex7IKWiitjgCiiigAooooAKKKKACiiigAoNFFAHm+1TcTMWbPmsVBHOM9PpTGUnnYfLIADDsO5qadEmkLBAQJGR/X71QxhngQyf6wyFgB254+oxVGyBo3BzjpzgcY/xFQhQrbc/eBOc4P4irUkaOVQc5569QD1pki5be6k4XAwPU0wGSMBGWUFgWC/JUCASbuNxDcqTgc1K0pCM+VwDjcBgY6U6Mg740UYBUL23cd6BGB41ma38MXmwBWudsSfViB/Kp7OMRW8EeTtjQIB9Bj+lZvjBsrodihDrNeb245AXJP4VupEhiG7+7kehJFSy4koRULDcCyjp7Go3kGdqk424Pt70GINGpySCfmFK3LKUf5s9+1Fimcv4miC/ZZipDHcmcYz3rKjiZiCPu5HU11Hiu2abRDKGOIpVYHuR0NcdHceX8g3MQe1clde9c5JrUvhGUkrz60y4SKeLLKGTGcgcrSowdVcKc980PvR90a4HRgayIKsbXtvtW2nE0f90nBAp8d9coxEyfL7jpVlYYpxuQ/OffoacjAAxXAJ96AGQXKXB2vH16YHepTFCG+ZRn6VDcROq+YmNnoO1TROropGTnrmgBQsJPykbu4qVWZM9TjkVGqBGyAAM9qeCAADnJ6UANLJIAkiFh71A9lbM2NnINWdxXKjoPbrTAmSSpHrQBWewiADRpgjqKjiQxcgEHvir5Xljlsdc1GV+UYyMnpigByF3GcAD0B5qcYjXiQgA53GmoqxKSFJNUpvtF0xXBWOpYEMivqFyRuYoO/SryWFtBGRsXeerNzUtvbRxQiP+LqeetSM3y7QoHoSaaYFFrYyKcytj0HApPItrY73Rnb1I6UsiSRHexzz91anSYyoFI284OaLgUZ9QDApChXPTA7VBBZG4YS3DE46L1I+taxijGSCGIpPlRjnk8dBikwF2hIzHkhR3oVAW3An69qkUZB2jr0OeajZQo3DjsMUgHkruLSjJA+tRLI8g2ouFB+8fT2qEk3EgVfu4796uqoRQhHTgUAQ7AJcZzxk8Ur9OR06E96c5AxkcmmSEbMdx6dKAEVPnQdQB0FOII3DBx7miM8gqeNvcUhyTzn8qADDdCP0psmdnUH0qUEY+vHNRtkDjqKYFXjdg81NztAAGKjK8ZODThyhAGPeqAfAyxXUTkZAccfWusUNuyc8D/6/NcYA6sHyCF54rtlkDwqxU4dRx9a3pPSx0UNdCIAs+WA3EfxHtTFUNgHGXOSuecen6VZyADnB4xnFRSYD7yThFzmtTrM/IuJpjyhD9uTiny5VFQMP7zD17AVDEylmIHUt3708qDKRyc9D6elKQIdOCqFSwDKvXGfwq1p3/IcsuMBbiMDP1FRGPcVIHLEDHtVjSyDrFmQp/wCPiM/T5qkbtY9gFLSUtbHnhRRRQAUUUUAFFFFABRRRQAUUUUAeeSuXWaOIsjF3BJ7ckU5E3xomCMKeT6VBcQr/AGgY48qEZmCjjktkn3qwkThY2XAbq+O/HIqzSOxHs+cKgBYAfN7E1G6DftVdv7z5m9KmfarRhgcM2M+uP6c/pTHKmYo7fLgfKo698/pQMqhYwArZK7ydo/ixxz+dTRpsiIYsT90kDv2pS8SyI0gB5LKR2GMnFSW7bj9zMmNwyOCSemPXFAHE69uuvHVhaE5FtZtI/wDvMcCujjdd6gDaV4KnsPauYtZFvvH2t3Q+ZYtsCH/dH+NdR5coDnp8gX8ajW5URwVkOMA/xZzjrTCAAMAEZwOefepZF2gjBCrjJ9fpUByqAg7QpINUO428jS5sLm2clg67V4744rgI0KjbtCsDg57GvQkb5eoJPQ56+lcdrdqtrrUuVyk37xc+/X9a58RFWuY1F1KsZGdvU98CpE4Y5zj3pECrjaMe9Ckb+mfSuYxEMLI/mocA9QKky06fJwQeCeppy8j270wgRsCrgc+tACJuBIYkgdQR3pyZhb1jPvnFPZA+cDJ9KYgZfkK4A9TQBLsKhdoyrdKcAcYI4+vSoEkdCVkBA6rzxVheQGGP8aAAnt2qI5Jz0HSngcn5wOKj8s7seoyPegCRDxtyMH1qGUumGjAIHUHvUgXy9pdcnqMdql2lk64we9AES3Ky/LsKt6GpQjINzDqe3YVFJb8lwQCB060+JgyYIYfWk7ASqQV6DP0p4QDaSQeegpsaSYyBke9O2s2eORyMmkBFNF1JLAA8gCqzKY26E5PTHSrhdmX5gCRzgHp70YB6jOe+aQEULLICrcEe1SMmW2lm5Gc1E8JJypK++aRbtIWAlkBwMYFAx7BYQXLH61TaR7tjHDlRn73ak+e+l+UMsY4zU0riCMRQH5h1NUBPBDHCgG9WYd6cXXIywyc1VVQrASEHJ7ipdw3k4G0cZxSEOYn5e+cZzSSKAvFOwrKGxwKZjdkAY7UgHL/AMggr1xTm3Y+8B+HWoyqoVG5hxjOetPVCvPagAZVYfxMD6npTXbbwF445p7Dgf0oblRnOBQBVZcDPGD3zUbA7T0xiia4jRiu0HHWoMS3DgJ936VSAmV98RbHBFdXpkzSadbsedq4GPyrmAiovljtXS+Hm/wCJfgHOyRh9O4rWk1c2oP3i8QCOMevFVbrcY/kPEjfoKuurLu4wvAz61Wu9qfNwQmTt9T2AroO4oLGi+YW5DDIAqzGFzgBgSN3HUc1EuVQBn4PQ+tPjaRWG7BYA5PtSYEhK70UEiQEnnqan0xCNUsAP+fhMn6MKrsolkVicsADn0qzpr51awLY5mQj/AL7FShPY9cpaSlrY4AooooAKKKKACiiigAooooAKKKKAPOtrC+e4Y7vnkHy9B83QVbRwQGzg7Rxj1ppR2vJVC4TOEJ4yec1LsO0gv9zG0dPwNWapFdGaRY2ZQqtnaGHPU/0qPICfJu+WHJzxkdqmaAeSuUI8sYXLZySMVFjYX25IVSuCM4PU0AV5o8bIieSOSewx/WppGVQXCleB8p/hwMnIokG85kG0feAHTPHIHes3xHdNa+HtSkMjborZm3DjOeM0gOW8CL58eoX52rJPcvIT/e+YgfoK6wfPNt+8xGVHpjpmsLwXa/ZvD1nnghAzcfif1Nb8UfzyOrktjLEAfWpRSEJ379rE5x06CoGYksRxwRj8alZthJCkkjAAHGfSo3By2ePu/UmrExoY7upJxgKB0NYvieJZLWK5XO6KTYSRj5T2/OthWCtkLhu5J9Tyah1OMzaRcW2c5T5PqOaUldMTV1Y4xmkKnyyFJ7mnIZMBmbd74piKxCsD3qwpOCCcDtXnHOx6rleufWm4+YfLn8KSLcMjIwD1zTgwLZ/Q0CHxsXjK5C/NySe1Doc5zxVGaQxSl1TMb9SRwDVm3ulIKSkbs9TQBJuDR7WUHjpnmpFTKLt4/GoJUfAZGDA9NtRLcyR8bS2PSgC2ylOTyCODSIpbkfTAqNJ45sszAMeeanVV4ZCcj24NAx2wr/h6U75M/dPrxzTMNzwvvmnLz26Hjjmk0BIgbGRnBNIEAORk+uKHcInOR9ahkuo0PMgVcdBSsBOXZS23J9BThIPlAwrDgk81lS6qjHZAjufUU5YdSvAN7+XnqBxRYDQabZksyqT1zVCXUIlwiKJHHAwKb/ZsSvm4ucnPrmlN1Y2WfJTe/rQkAwRXt0dxGxOmKX7LaWmTPKC59DVc3WoXrERRmNPpUsWkB/nuXZifQU7IB0moCbEFohVe5HepLa18sb35Y9j1q1Hbx28Q8qLHoSc0/wCZhnbx0yaQDOHcZIIHbFHLk/XJpxG0ZHX1peXGBjHekA0LtJAIpqYO5Nx6U/AA4GPc1DkB+SB9aBEjpwmDxngetP4H3jj0pOcAjJAPpSsFCZ6nv9KAAYY8jIJ45qreXCxRhFB3N29Kss2xc9AKzYk+2TtO5xGvA54oAdb2uIwZM5bvUkjpEuyNgGPvTZLxm/dwpnsMc4oigK5aU7m9xTuMRFO3BODjkk1veG3x56YJOQw9OlYh5fp2rV8Pvtu7kYJygx+dXTfvGlLSaOiJVhsB+YHNVL1Qx2j7ykc+oq02PNUjgAbjVN3MgZ2wfTtxXWdzZXwN6Ak4UEjPTipCzbGDfeOFNMVS057rt2jn8TSjcYm+Ul8569f85oBDoeZAemWAH4VZ04k6zY8YHnJ/6GKqKTGAfV25PermnEHWbAjoJ0B9/mFT1CWx673paSlrU4AooooAKKKKACiiigAooooAKDRQaAOEmbDOE+Q7yck7hnJGKcVAHI+YuNx988VArkSAeWgcucDpySccfhTn85yqbh5u3O0jAyeKo1GMXMYcMTltwHb/AD1NEkfmJjcVkPc/lSu2XCEELgAKem7n/CmTCNfLM7HK43AHkmmBGy/PIY+xLKSPujFcx4+lMfhUwCTdJeTRwHHfnJFdSQFnMaj5QoAUcDkfyrifF5N3rGiaeA6AytcSK3T5RgfrUsDoLKJbfRo4futs49c+lTK6xlk+YAYJIHqKZEFyxKhggUKQPz/WpEiblGflVLE+oPNNFsSWQ7MKV3Eg4J6E02VkDkblIGPvHgUm1UVV3AbRuzjJNRF2dmVlXB5JK/lTJYxWb7zAkBiGGOKnDpuOdu7BO0+lV2UBl3NyDkgVPGFJAxxjq3UiiwHDSxNBcSRsmCjsvXng04cqTgnir2uRbNXlcnHmgOfTPQ/0qkAehFefKLjJnPLcVFIHHfnoKepRVZnPXpToh83WlMYY4GAfepJBf3ilccHsRioLm0dhvARR6+tWlVVI6n3zSuMHKkkdhmgZnwTSRAIXOQegFLJqVsmBMAWz2OKdOY2cmSNo5P72CRVZbO3mkJc7j1wBQInEdldDMFwqM3OM/pS+Xd23TLAD7y81Ul8PIRvgmKEjIqIS61pxwF+0xDqV64+lAy+19cEgFSTRvvpnwtU08RWpbbdwNG3oy4rUstStrlTHEwVSOuaAKzabMW/f3YHPK5pTZafDhpbjceuAamnsEcEnec87gc1VGlws3+tYA9MjmgCd72GEBLOLLHoSMmoJBqsgyX8v2PWrMVj9lJeItv6ZJ7VZ8xfu3EYPHBNTcRlDTLlyTLPg9+avW+mwQ5bcGOeeakP2Y/KhI7nnpS+TFtBjk79DxVDLESqMhe/ftTiUDc4qqUk48tgR0xmmMlyGIAyfakwLgwMBc8DrmgZU8cjpVbNyvSPkdQTSieZRygUHrikBZBz1A5pN+BgiovPXHzZHbPrU6lWUYYADnIFAERfncDjFJMGbOMYA6kVMUXI+YEnpSP8A6vJxk9QKBFdG3ptyeKeW2p905qKJ/wB7ImenbFQXN7tPlpkt6CkMW+dzEFByz8YFJKmI47KLGdu5x6VGA1sBdXON3WOMDJJqxaQuoM02DK53N7U+gh8cKwp8mB2POaQEE/O3TpUzoCpbOPWoRy+7nFIYyVtq4VRntVzRJ2XUkEgALKV61Tde7Hn606xmCXsTgfdYfzqofEEX7yOwkACuO4TH61QRi0Y3DGcv9B2qwzFm2qDnJxVeTBjI67eBgdq7Ud6dyGMHzHyMBByR6mpsHYE6gj9etPUKIto/vcU/apkxkdz+lDLRGqKF35wxAJ/P0qXTHzrFgP8Ap5Tr/vComUFVXPOF5/WrGnru1qwYf8/K54/2hQD2PX6KKKs4AooooAKKKKACiiigAooooAKDRQaAOBkLPdTkMflfbggYOD2+tNWRklXC9R0OcgZpkrO9xIyZIbJAGAQeaRZwqneCWVMlQcnn+uRVGpISWiJA4DFtqnIJFNd45GVXVJOGO7dzu7fnUURIVIySVyMgHGG6nJobDklT8zZK+mf8aYEnllskvgHlgfmx269q4i/c3vxKKn7tpaoDntuP+FdnG4IERYkBgvHVj6/TOa4bR5PtfibXdRBLCS5MSED+FFx/WokB1sZO1nVvLUnnA68ipDEXDLn5l4z7elNwZJRsVlIYYGMYHrSyF2BDZAJHHp7VZZC7IWKsrEsAc+nNROoafOCBj1znBqywG1WbIA4FRLEd53AcHdn1NAiuy7nRhgADBz/hUrAMnJyCDgL7VMzosjbhjK5BI71VckxIBjd15HY0DS0Od1weYIJkyu0lTuHUev5is9SwOT+VbupWzPpsq9XjBYccHBrn433gNxk9BmuSurO5yT0ZYVQDnpmn7tvX0xUEkrAj5cUebhvmIweOtYCLI5HHShow3B6dcE1ALjCYJzQtxk8RkjuaBk2WjH3gw96cgjOSuA3qKhEkjDi3/E05d5YZUL6gUCHI+8hOd3rmpDsbGePp3qMoCQAdjZ4PrT9xzhlCsO4oAhnt4HTDxowPqM1lTaFbeYHtS1vJnqvetqToCSc9qXaHAAHHf3oGYlvPf2RCSqJVHetS1ulvesZRgOhqcoGQgqMDtUKqscgIGP0pAWMhW2dx0pwVd2Sw6cAimMcybhxxUigsgbGSR1pAQNZpjAUEkdQaiNkCSucEirQRg33gVPUUpJXABAp3EUGt7iEHbJzjjtTR9tUZIY/Q1fKlmO3H4mnlQDgZPHY0XGZ4luk7AZ9TmnJqB+7IoP4Vc2rkBnwfTrSNDEQ3zA+lFgIIriCQnIC+5qYJkAxS5+namfZkZdvy59h0pFslyPmPHfNICztlUdiB3pAp2k4NVhb9vObPsaeIwgDs7Hb6nikBWOfMdSME8cd6FjjsFa4kALfwg02NxLckg8ZP1pjy/wBo3mxMm3i9e5FADraB55jd3By5+6v90VoDHBY4FRhyPp79qaWaRcKPrQAsjAEjJx9KhBBJC596lEWWw54NLIwQBEKjA5oEReWCck5x1pgdGXagACnO71pXzIu0thTyze3pQpQxoEII6HjpTQ1vc6hJSbVCWGWxtx9KixmELzuYgDFNsnD6aoI6A4PuKlMRVkUAcD+Zrsi9Dthqh0YCiPPRFzkUbCgGFydpAb3NNIIVsnHIHHpn/wCtT1JyDnO3LZ9Mf/roZsMOC6+xH+FT6Xka3YHB/wCPlf8A0IVAoLHOO4/xqTT2b+2LA9M3Mf8A6EKEJ7HsVLSd6WtTgCiiigAooooAKKKKACiiigAoNFFAHnEin7c2CFUsSCucYz3p0YKIu4IURiNxbJK+/wCNRTOYnmdkO4lmwTx144p3nM0KqqcHgkrjJ3VRqKZPKXfJtVV4JAzlucg0Kqfad2wYjJ5HQEjr+VMmJm3LzsfbtzwB3/lSxOsyupG4RjBZeMngZpgRTkwQvIV+VQXbPZQM4ri/BEDNpQuW+9KzOCDjksT/AIV0Hi6c2fhrU5lY+YYjHnPQngCs/wAP2xtrOGJR8qxKuQcY4HFRLcaN5RKHRlYZ3bm+mO341FJKyqoGOvJxgcnNSG4wVj8sBwOGaoJnOCQu3a45YdaoZKJXVXLDhRzg96VnV2J7LjPHJqEFgBvTkHLAYpwfYW7qCOMc+1DGhZCH4+bk5GR6jpStlflUH045x7mmu26PcCRsxwOnPSo8ssgC/ecZ47Y7mpKQkkSsjZBw2QQDXFrG1vM8LDBjYrzXbpKXc7mGVwDxzXLa/AYtULIoImUMT2yODWNdXVzGrBWuVvMOOE3GoftoQndag+4FPhjd/wDWDHtmpQqn+HAHWuY5yidRKnEdpzng9aUaheMQfLxx6VeVkThFUHPpThIQfmx+VAFJb+cnlTkDtViK8YyYcDB7GrHlqzA7R+VVp7Q7hIhyVoAtH94PuggjoO1RpJIh2vjaeAajQyop27uOwFWIn3ptK/MezCgB8q/uxz2psf8AqyWJ+mabMTGCp3DPY0gcrBkHrQMeJCFIIH1NQsQqlyB+VKHaSPByfoKcSNu1h1PFADlmikUDG1u2TUkZ8vhhz6GqDwOGyvA9uatwSEkLJngYGeKliLDPtGf4TUeRvYtEeO3anbTg4AH40oIHBIz7GgCLzDkleh9KV2EQBJzkUju+4qnSozGqMTM6j0ANCAjaVnOyJfxIpvkzZHzlfpT2ugy/ulLe4FRLKdxVhxnkHPFUA4QN8x3Ox74NSfZWxlmKD1ZuanV/Lg3gAegIzVUxy3DbpHNSMlItogCuZD7dKq3dw8jLDESS3B9h6U6Wbyx5cS8twSetIY49OgMzndMw4B5xQgEnUWFqYlI86XgnvVi0hFvCqng9cetV7K1cv9qnJaVzkEnhRWjggccH1oaAQkclxnPpUMk+fuR7PepPKwOWyfrilAUZGQcevakIqM8r9Dx9KetvIvzNhj71aI3NnjFNkztK5Ax6UAROzJHwq/Sq2X8s5XYMelT52AFgSxHHtTAQwDNwRzigDR0+d/s7xgHhhmtmEFYwZM/KckHvisKwP+k+UP4hn5etbkKZQkkkseQTXXT1id1F3iQuDzkc7unoBTySFDYB3EAg+maMb2xnrjn680/Y3ytnPUgVTRsAP7vPX94T+VLpWW1Ww9Bcpkf8CFRuUUBAeFHbuTT9MIXWrEAkgXCZz/vChCex7HRSd6WtTgCiiigAooooAKKKKACiiigAoooNAHms8W++nkJ5yVyOw3f/AFqYZRCX2FyilmC9ifb6dadK8guJjtDyB25UdsntUZHAdZPnwSWzxk9T+lUb20GtJ5PlsGwWK43HOcD0+tSW0RSIqqlT5rABDgc+/eqV20kkyKoUyRrnA9ScZFWUmmO794WKuFyOATjn8KCWjmvHbtJYW9iCzLcXsajceSo+Yj+VaFhujiJx028D096yvFjed4j0m05C20Us7g9j90VuRJCPKiYbiXGfnAHAHX2pdSo7FqTcWKD5uxOcEfWo2U7Tv5XordyKCTLMyMV4OSyjIwOtRyTjI2kbVLcEcelUMcFVSoBJOTktxwKI8MDtYtkFsjqaikG1iC42kcgD370RAEZxwT8qj060gJsOo2EgZbLHHXvzUKyh7hnZSAPl4HAHrSyPlGPyknAxn2FQTTbonRQRuUZ9OKRRJbjzN7cEltxJ9O1ZXiGFzaxytgtC+SR0w1asbu77SqhUwSAcg/WoNQT7TYvC4JZgWTnpipkrxsTJXicsshDDHTpmppXRNoIDsegHWoF3NtAbAI5OOlKxkjTbbgbiMGRutcPkchaRWAMk21Sei087SqgEcDnmspbG7OXecn61JHZyIQWlzmgRcAmXPA2/Wno5K7cAADmkiDg7WyyjuTUrRAZ24AFADF5UmlDITyCMdzSR/LkHtSg/KQzHjpzQBFKN7jvz606UfIqg4waAe+P1qHEk0pLKwU8j3oGW04RcEnH60CI5LH73Y+lKo7KjZAGaXdg/eC442k0AGQRg4PvioP3aS/MC2eelTpIBx8oz7U2SVWwrdB0PrUCHb4W4O78KTfGOFQnH51ExjydgJ9M/1ppWZhlGK/QU0A6WZicJEF3cbieagS2R2JZmZjyMnFT/AGZIxuuJPm69aSO5jDBYYiT0z7UwJFVIoyFRQFHY02JPMcs4JXrmlmZvLAJzn2qWBkFuw5I68ipBsqTNJPKE5WNafJLgLBCp3njPpSq5ETspxu6UxsQxYiUmZ/4sdKAGEw6auZm3S+p7VXhgfULgzSgpH1HPJqaGwUtvkHmSH1rR27VwE49Kq+gEYQKQRkBRwoNP5xzjJpsmAvIGPrQHDYw2RjpikArBWGCTkdTQu0HKjGfWjzMtzkCm8NwM4FAAxzx1ppJAI7+9PCjFRNy2D9SaAGfMoO7knpimE4GTnj1pzZbdJkgfwU0HeuCeD170gLNjIEu424PBHvXSAbACvQpk/jXKBjGUZR0NdWjBgG5IK100naJ2Yd6WE8sYK9ADTHIDDnnao981LjHT+LHPpUD5YZA43elatXOghbcFBCjqSTntU+m/NrFkwPLXMR/DcKjKKSzZ+XGPfNSaSzNrlip5PnpkDp94UJCex7HS0lLWhwBRRRQAUUUUAFFFFABRRRQAUGig0AeWyAi9m3lgofjB+9zmoj5ZDKeDg8H+DtRPKRdSxknG5uc+jHrUTyZMbn5gwCkEe/8A+qmmdA3YUkGeZIfmYdc5GBVmMKXMSo2GQ7iDxz1H16VT2iWSRizLnIGTkECp0z5xKMQuOBnnJIpsTRzErG/8cXzsu4QQxQAE9P4j/KujiBLqVXA2559PT61zOibZ7jUrpiT9pvH7fwg7RzXSyeVvkXOAoGQD2FSi4IejncDjgrgc9896a+FiYhcgAnA9aY7oBgljjgdu2R/hQZM9SMNyBRcGtSEvhCwQFgeR3zTwzGU/MemDkYA4qJ8CRRjochsetKGwCwG1s8fWgRIwLDcm3LEYWo33BQApyCAfoDSh8fdYZC7sZ4zRtYBUJUEjJIPUdaCkidAIxuk6kFiSKhZmkeQqcbQE4HFEs6qquozg4HfIx1qKQMWCq5JXnpyc+tA5HMXELw3MsQPIbPpxToCdrL8zEd8Vb1dQt1HKAQrKF59qjjYbep9gK45q0jimrMSEZBJXP1OaVkDgjoexpELLKUGCKlz/AAkcjr71BJT3yW8h3sCpFWg/mKGjYE9CopWVXAXrk8e1Z7+baS5XnJ6DrQI0ChDYwBu7mmspDbeCDwTQkwcFj0HPXpTvknjx827PBpAV1V45sA/K3PNTxruf5ic0wpK0O3gOvI3d/aoDeISI7hfKI4ytMZfkZ4hjBb6Co1uAm7fEQD3xUaGFxiK4LEnjJqRQZGx5yHPHzUAJ5loF3O/680w3Vop+RGb3qQ2vzEiGNvpQyKo2+UAevFTYCEXbbsxwj8acovbjBdvLT+6OKlQh1O2Nh68VPvPdh81AFNLJVz5jM+e5NW1GE2gHb2xSs4U559OKaSM5YnketAivM+G2n+ealVQbcgdMZ61DNg7SOueRUgbERGMDpSAjAbyh8uRu/OhFO/fj5ugHoKliyIjuB45FOjwWJH3iM4pgPBKA88jikyTyD245pA+enI/nRuYleAB04oAZJvA3Ej6UiksOeal2lsgYPpmolUiQrnjnjFADuvXp2oz83PShSQQFPOeakPXB2/iaAId3HJ5pjfdCZOW6/SnEDJJYALz+FLFnBYnlun0oAGC9F4A6CqgBWQpkirhPB6ZqpLwy9z3oGPOdg4LZrf0mffaBT94EA1gq42gc/QVpaXLi5kg5y4yuDVweprRdpG4x+dOBhuf0qBcCYbl5Tnj1qyUVlBJBB4/KqwbJLE43Mfrius7iCRgifKDy2c96n0sf8TuxI6+fGM/8CGary/NIo3AAfnVzSTnVrLLYP2hP/QhQTJ6Hr9LSClqzhCiiigAooooAKKKKACiiigApDS0HpQB4/cKouLg4dcSN1Ho2aVmALFjkA5wOc8f1ps0hN5dbj90tnDYGSxqpKxWF9rESSHBw2CB1zn0oOxx0LCnzgFkKqWOQF7dv/wBfvTbiQWdtLPkYijYls5xgHH8qq70Zjt4A4G0dM1n68rQ+HbhyrLJKoj4fjLNiqexD2I/D0DQ6VZ8Fvk8xgDzk5Oa345QWDtgOeTuPX2xWfbgQokSDhVC/LxjAxV3LF9rMuQRkqPr61CNIrQkuGBCg7sYyretNjztiUld2Adx6kZpqPulG9TlsHg+lJJI+H77D6dBTHyjpHV0yy4bnB7KB0zUe4SOuCMIfmAbg4ozlMAnYR1WmSMEO0D5gByBxjPP40CaHhkVmCbgeSflp0T7WZkQH7zYPce1UldlyVLAkEDNTROVtTuJY4JA7deaCUx4XDnaMIPmT3J7U5ZNkjncPrnJpiyEgMASSDgHjGf50xjliCADnkn1/woBlfVYd+nrKXDEEM2evpWXFzgg8YrcvU822lQqACo4I9q5+EsYl2KDjg5rmrbnNVVmTRJ+9Lb8n2FSMCDgDn3qPLLgkCnJtlJZAAV5LdaxMh2DgLnk0eSCjKxBJHBpPMG87PnPq3GDT1BJLSNn6UCM9Y2tGCksyGr0Eu6QqFwCpIpsv7wZAPPUioI5VEhj+eNjwCR1oAtSKAwPU5pzxRspBQEkZ5WnHHlYJyR60zzdp2EDJ79qAIjZwltx+QDsKU20Um4eUqKBwxOCakaYI20JvPt0poUsDJKD7JmgBiRLHzEz5HI561YMmxDvB3npziqzzTqcLCMdAafCjkfOoJz0FTcZMshZgSNqgcYp6lBkclvpTGUY5XH6UKAo2rxjnrQBIQdm4HGaQjjgjOOp5pjMAxAOeM4HY04ghd52hTzzxigRBLuD8jFKTmAg5PpzRM2SWJGemB0oUKycZ4FAD1yYMjoRSwcDJxn1NM2bYumcU6Bsx4AII6UAPA4+7+lIzAD7uRnnnpRtIQbiev4UCJcbieRzg96AG784wdtRPu356889qsFQRyOO5qJyVOehJ/CgBRkNxwepxTzkqeeT1NNbduyzZ/Ckxk4A/HNADJAXKQqMZ5Jx2qViMgDtwMCmABpnYEgDCj+tP256HjvQA1hgZqIgAqBgZORkVK20DAz+FRyZkYHPbHHagY4gdQKS1lMd6jg/dfnHpQwdY/kGR6moiZEjYlNxx29aFuOMrSR1uPl3cEAYwaqOWGXxkHpg5OKdbz+bYpJ3YYweeaY+zIPO5cd+/pXZDY9CLuho3N8+cKBwcfpVnTGP9sacCp3faY8Z9NwyaqorFWy4JI+VSOlWNIjYaxZZJJFxHnd/vCqFLY9lFLSClqziCiiigAooooAKKKKACiiigApD0paQ0AeL3bkXU53AbpCNq/wAXzEc1GkIlnkRsblGMAdAaZcJ/p1xjhRIxPH+0elESBcMp3yMCCc9VFJHd0LWwohjAx1GR2/8Ar1jeIgbh9LteQs1z5hGf4VGcn2rbaZWQYwT1GeM8c1g6hKZ/EUZfLC1tSxA9WOB/OnJ6GTLqsJNuG46lh3qy4/f5UkuOOuMD1qmiuSeMADgip0dTKcMPMI6k96g2Sshwm3MdhJZSRk9vrUrSbN7nnjqOo/8ArVEsg3SOUO0DgjkkH1pNyl8Y3fJ930p3GMD7wcBhkjIFLIpZtuGKryTmogypnYxGepJ6e1SrK21sHIAz7mncTQ0qjr97GM4DDrUjBVt9qZVxwVx61E7ylf3hBQLkeoqSTaqhpOdnG737Zpk8pEAynht+4cGm7/3n3fugbgT71GGcMSeeeO+akUlHbd1/ugUCSLsgeRSNoDFMkds5rmE3Ru6EjCEjj610i/LvJPG1dwB/PH44rAuFxfTg85YE5Fc9VaXMsRFWuHndTsyPcUqys2FPHsBxR5QPbGe9PWMM43D8awOQkwRkD+VOJOcMoI6ZpPLwwK52j3p2EC8hi1AERTOQjHnsOcVTut6NkkHHPNaGDuO3k+pFRzx7ozwoP0oARD5sQeM4Zh8p9DULSX2drY292GKWxcRl4tw+UnacVZj2g/PyPXFAEC3TA42/L67eTUwkEpwgb8RTmjBbK8DvmoWWRDuVcn68VLYE3PGBkg0obDAYHXmoklDfeTDDqAakYBiARgD070AO+XsoIB4JpjIztuycHjGOKDgjjI5/OpMlgEB69/SgByREAcY9DUzRIAAF5PcVGGUAAseBxT1l+b7vTjHrQBUnA+6SFNIrB+A2Bn0xT5Rl8DjvyaVMbBnnnNADRlWZc5wOtMiyjEdc+1LnOe3FRwZ3buwOOKAJ92TtIwvb607tgnj1pAF3Y5z/ACpTkZyAD70AAIbowJpkqlwR0PbJxS7scHHpxTgRggKM0ARxP8u1xyO4709SAd+CMVGMh8N070pIVSHbgdqAFjAC/Nj1FPJXIx+NVzcDIEalz7LTwsr/AOscIDQMJWAUkL7cmoBufgEH3FSmKM9vMI9zS7gq4O1O2FpAKgIUb+/OM02TkcDj1oWVMYB/Pmo2diDhGP6CgEamluBbFGIKocNxVsdTheN3J7Y6isnTpv8AWqANhwSw5/Ctox5iAyVcDLe1dsPhO6k9Ci8pa4xvxnkAVoaVLJ/aljvC5a5iAP8AwIZqkxEZHdjkE1b0uUDXNOUnpcJ0553CqKk9D2cUtIKWrOIKKKKACiiigAooooAKKKKACg9KKD0oA8Ru5QL2Zizj94w45/iNRQyBijBhhmIPHOPamXUgF5IVBDiVyT6nJpm1FKDbuEa5GTyTmg7uhcjdVkJGSFBGW5I/yKxbdhJqGp3BIILrCp/3ea1oCq53Egh87c8CsbT90lgjEbTPJJMzf8CwKTJa1NCOUAKN275ckdMkmpC4BcbFGe/bNR5GxiCQT8oHpTskZ+uRt61JoTkFEdWLAkjdt6YpoO5ugBBxu7kYpPNJUM+AR6jrTMoSZFAJBAJJ470AIWLwkbeMYGBwtSJGG3k5MaEDA96hZlSEA8q2QN3HJqVUCKMcJvwAvU8d6AGtgSqqENzjBFOlk8xyB8q7uAFOPekKlSJPKTjIZelUbve8EaR3DRnLEbOnPY07gThg5Yl9g5OMYzinW++QxksNpBbnrUcMmIgZNwYj5d2Mjt0p9v8AKJGRmK7SQDjjtVCSLWB5YYj5WXHBGeTWLdKVvBI24iUZ59q1skBflC8DknsD/wDrqlqRRlVlwSsmNwGOKxmk4mdaKcSEFuOM+wpVDscEfn2piybYx0Yn9KY08zHK42iuY4CyVXOOp68nrTwD1Ax7CqayH7zLz2p4uRwSduOCOlAE+GVh8pPvmkfcwJPAxxSrIrDJ28elIxYtnjaO3WgCvGT9q7YYdOmTVgrhgen9KrTEJKrgdDxVkSMydMHHrmkwJQm7G5iAfbApCrjGGBGeBTA/8WenSlyTyV/PikAjZVsbVyeppwLDjy2+uKMlgPm2gfw9KV244Ofr2oAYXxyVOSOlOzxu2nJFRPuZgOAvbFSg8Ebj07igB8eWXIySeDmlcELyzbvTpilUMed3WggqxJB55JNADBtZcncccc1DIzMAq8AcVZaPC42n14pgTaMlSM0AyMLtVi7AcUkS4yRwaSVwqBUO4seacFYKFTHqSTgUAPRixznAPHWlOOxDY9BioRcqpCR5c/7Izz9acyzyZLlYl7560AErr04IHc9qYJiciNWZgMDAzTxHBj/Vs5HQtnBp4cjgeWv+ytAEBhmY5kZUB6g9acscIcFt8h7EninOE5LRtk/xNyM+1OHzp8yjaOmRSC4uTswpVPYHmkOAq85Puao3F3YQkq8gDAdEPNMiknuSDaafMR/z0mfaKaVylFvYvF5CdoVR+NVbiaC3BNxcIrHog5J/CrUeiXN3NGt3dlUPVLfgDjjLVpWel6fZs/kW0Yf7oY8sc8ck/jV+zNoUJPcwoVurkj7LZsFP/LSYYH5Vei0KWZPMu5jIRgbAcKD9K3QpZSqjg9OcYz/9YUyVSVwvV2xgH1/+tWkYI6I0YpFWKGG3CJHHxjece3SmtfB5nTdnnjPQ+1S4H2hju+UnPHoO1ZUmDIwdSQr5xjj6VulYJabE9xN91mVuRjI4xitHw9uOt2OeQ91GM+ynJ/Uis+YRsjOhAUdfl4wfY1s+HI1W/s5AMYljIHpucf0Apkt6HsdFFFUcoUUUUAFFFFABRRRQAUUUUAFB6UUHpQB4POyLeXHmp/y2cYI9WNQySDJYgKR8oxxUuouPt8xxnZI5z+JqsSHn5TrjJAzUo71sS3s5t9HuplOGSPuepIqKCNYbeCI8iKFV+hxk/qaj1bMljb2+BmeYRn2+bNWv9Zcs6HauTwOpA4/pSJWrJtofJUggdeMfQ03BLrswx29D/OnblFwQuA24Anp0pqTCXaS2WIzgkcjtQaMAp3SAfxAL0pgypCspO7GRnHNOSZSxUOA3UACnNj5NwyNxbI69OtAiFnw6k46jqKliGTvBG/nJBwF4yPxqPCMqNjI5J9jinna1vyuFwDt6fSgBEYMW2j7yg4PUnvUFwybzyAi8sMcD6VLujYMzA7s5wKhlKRHOw/OvIbkZ9qAHZAi8yMK2ACgI+9zTllWRHG0hWXdjH44qP7QwbIA5IGAeAafHuw5I+bAGevemA+RzKEzIWyoUYXp7Uy+jZ7ORUViwA3KW6H1qSQtvOVChwTx2omCurhXRiAVyOc5ANS1dCkrozoXEqAYHHSpMH05FVolKo3baeRip0k3Akk59xXG9DzXo7EhgV1B4A7nNBjQ8ECnLlcjnOO1IwJOPmP6UhELbYjnHHqamDBlyCGHU8YprIpXO3gDNIrBeowv86oBsyllG3aB60+F8oG3c9DQ2GQ4Pbjio7VkUMuASDmgCUD5ckjg0pO5v4uOvNKcOd1Lg8AEcnkmpYCgjg8D2xk0jLjLHp39aXBB+8TRz1PP1NICNDyT1PYGnxr+/3Z7d+KjLxg5Z1BPYGlEsj8RQtyeCxxmmBajcE9BnPaiXLZyePY1Ciz5y5VB+dT+VFt5y5xzmgBgCocSOSewzSMXz9wnnjPA/OpDJ5QURwk+61BJeMT80MpPYUAMaOQyEvMieyjJAp3lQjG5XlyeM0wyJkFYpUY/7GTTHeUKd0kiJ6uAB+tAFv51VfKjjUD9KiMDNli6jPbqc1Sa/iQYWczP2RFoS31W8YbE8lWJIJ7fnTUWylFvYusj9RPj6niqk13aI+17mOVum1E3E/lVgeH4nOby7kmbeEx2NX7Wys7Zf3ECAglgcZPoOa0VPubRw8nuY0TXt1xp1rLsxnfN8qj6CrMei31ySL29wq9ViHXityPCK3LAZ28dwKeqgGQkkbm+XPpjAqlBHQqEUUbTS7G0aMw24JyAS3J5qcYN6QpyqtgDtShvLDEndw2Dj04qNH8tnyxAxnIHerSSLsi4rbUcxnpzwOpIwKjR8Kg54Unkdf4R/M1CkjLb7snLsXUZ/h6D+dOaRYnYOW+XAHHZf/r0mMn80YLBQSpwB69hTXm2IoHVX49zTstjJPzZA/qarykFgDwN7H64AoQEcaESEnChBzk9T1qmZFcyszA54Ax61YkZGPk+Z80jFuFrOFtdx3jQrbGRBkgv0/OtEYz3LLFjDtXJBbbn17V0eiqBe2ZL8faVKj6MAP5Vz8AaNI1chvKBJx03D/wCvXQ6M5GpWcWAEE0ajA9x/WmJ7HrdFFFWcwUUUUAFFFFAHP/8ACd+D/wDoa9D/APBjD/8AFUf8J34P/wChr0P/AMGMP/xVfEFFAH2//wAJ34P/AOhr0P8A8GMP/wAVR/wnfg//AKGvQ/8AwYw//FV8QUUAfb//AAnfg/8A6GvQ/wDwYw//ABVB8d+D/wDoa9D/APBjD/8AFV8QUUAe6XuvaM91Pt1WwZWkfkXKcjcfeqq65pIcZ1WzBU4yLlO/414rRSsbqu+x7V/bmkHVLINqdiYItzsTcIRwPlHX1p0evaQqAf2pZAHni4T/ABrxOiiwlWa6Hub63orbj/aunkg5z9qTn9aik8QaOAwGq2OB6TJknr614jRRYft32PbR4h0lGUjVbL5hgkTpx+tTHxDpG1f+JrYHgj/j5TOcfWvDKKLB7dnuUuv6Q6sE1WwG0f8APymScfXpSHXtJaILJrNgAewnQ9uO9eHUUWD277HuUeuaMill1ax68g3EfTv3pX1zRm2MNWsMBW4Nyh9PevDKKLB7d9j3GfXdFCKF1SwPzA8XKen1q7FdxtbBoT5ocAowOQwPQg14DXtmixj/AIR/TX8rI+xxcM+P4Bzik0aU6jkzYmBEgBiC5U8Mc9etRPErAkIolQBl2jG72/KnLKNy/MnDc7R2NW5Q2xFcMI84BJ4pGpgRuv2pwAeeRu7irRXJ5UD0xUE8CJeCVAVDcEDp+FTmSNcCRgOOM1yzWp59WLUhSxzz16GpAoIAyASM1XM6BsEZJ44FOSTJBRG59RUWMyRs43AA888dqTORjFDG5b5kQlT0zxQkVw/32WNffvTATHJHPNNiG25IHAI71MY0U4LsTnsuajUDfuSLJz1cf0oAcHHOAS3TigGVsFYiTj6U52ZeVI3ei0xX8wld5JHVScEUrDJMOoyxRT9ab5UJ5KtKc49BRkgkeXx3OaSVNwLgSJ3yOlIVyVMKcoiKMccZxSOQqqWdhnndjAFVJL+zQ4kuEyeNinJ/Son1CFl/dRSOM87/AJF/XmjULN7FwBScrNgjpwDUm6fB/eIw98CsxLe6u+YPMVT2hTgf8CapoPD7yFTK+CW4DsZGx644FVY2hQnLWxI13DCf3k8QbPRHyfyFRtqeWCQxySsfu5GB/jWjDpFpDCmUL+ZgDdwvJ64HsKmuVSKPy4MIpZVAVRkZNaRgjaOFdtTKjh1q7bYjxW3y7iMYOPr1pI9Jj8xGleSdiMks3+TW5bHcJZG4UxnJ7ZJxj8qrPE0sQWMMGHceo9a0UUi40Ipiw29rauFRBuOCMLk/nV9lxKiljlH5xx2qvI20qyq2wcZXtQ9w3mAjDFc/N3+p+lM2UUhu9AwRWzsJBb1Y/wBaejBRuONo4Azz8v8A9c1GqKsYAUsw5J6YPb8eabI3l5OcqF4J6nB5/WgoniUxxPuba8h2nHOAtPldFSV/m3Hav04qqMgKr4G1tuR/Fx/9enuwLsGLAZA45BOBigGO3l4ySpO5AOR0yaRlykigEnbgHOMn/wDVTZCcg845OM9gOv51G+XkjU5XB6Z6n/IoIJ8YukhICKANrg+ntTZciTbnIZgMdKJkw4dvlcKGDZ9aRj/pIJ6n5h+NAEzyM33TwG5xULvlyOoBPP16VIkQdslgCdo2n1JqKRQ7yYXA8zIHtnFAnsQI4VwzHPY7v6VLLcsw8wE7e6g4AAoni3yfLgdAMVU3N5iqGGSCelUiWrlyNlZckhQ21XJ7EnP9K3NMYf21ZgDObhMHHBG4VkWcQaEbxgPucbu/8I/ka0tGkU6xZLlmYTIevH3gKZB6+KWk70tWcoUUUUAFFFFAHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXt/h2JpNC00HYS1pFtQjr8orxCva9AP8AxIdMBySLaLGef4B2FJm9BXbNSRcMNhaUE4KKMbfWpg2Y2Vo9mDuC7sbqaZ/NC7IiGGQQp2g5/wA9KJZFQEqURe+7JKmpOkzb0x7pNpIBOQP8KlSRCBtVeR3pjfvI2dA0jHILN0Aqql20CCIQvLNjoo4/M1jVXU5MRF7mi0pYcBcnpuNQlLt2yhQdsYqgb/VZCUW3t4fQyEuR+VUr6PV5HCx6sqMeqxwhfyNYo5kdAssyY8y3ZscBk5/Sm+aDgMFfnO0ggiuZGmStta41PUEPXcsuBn09qtRwWcfBvr+U+vnOf0FVypjs3sbqqByjkd8OMfhVaa8tY3/e3UMbDv5gH6ZrJk0+xlPmeTfz+hkDHn/gRq5bacu391YQxYXO6QgH8gKFApUpsspqkErqtrHJOw6tGuF/M4psjXkiZ+wxK2OHkk6fkKk+wTYjP2gxoevlx4/U1Lb6dB9ofzfMnA4BlYnHXnHTtVezZrHDyerMyM3UhPm6lJx/BbKPy7mrkWkm5OZIHfGP+PmYk5/3RW0kUSQpHEmFYBl2KB1pquBdthGyX3ccnFCidEcJG2pVttJiUPG7oCD/AKuJRHx65q5Y20MAlnEdvsPyxkL8y+oJ9elNcDbI6qfMzgbiRg59famjMMYW1V2O4As3ZTwWUelWoo2UIx2LexjGzZDHnBLZ68ZobPzxocEARqw7cVn2cixiYeYXWIsQZDz14wK0Iw24h+w6+pPJxUNWZqmLMWJCqBhUJXn8M1UmIWWBHwfnLfgBU6tmOWTacvtxk9AP/r1UYZuRIwY4O48cD2pwWopF1ZESwXDsqs/4cUkl1Ii7GclGUYZcZJ7mmjf9nhQnD8McdtxJ/wAKgcZXO3nBO49fpVt2JgSi4ZCSpbHGQRmnKWxuZDlm6Zz+FQKMbjuGMDIHGfWpS7NhU3Ko5PHQHjHsaL6XHYeWyQysM5OPRm/wFRtIGXYAeccdmwfX680rsN3lgYAXA4525zToot7NIyqIk56d8cVLYWJHc+aN8nyA/LtHTjk011dUkZi2Sy7eepx/9eoUzBIV271RCc56k8mnNNvbk7+V6fTOaaYh2zczZ53cY+p/wFMIDXBz/CueT0OD/jTVITc4JGCSSR6L/iaIcbn3KSzEdO/SqJZKzrISuG546+mKIcS73GfnfaBjpgZqFs+UwI52bvxOTUsHyQRY4O3efbPH9KVxWJYMOUyePMLH3wOKSTarp0bKknjpzUZYrHkdNnB9yaXIKyFScDCjJpiEjP7mSQgfMBj2qqsTrbBgpJJOaszArbDPy5OMUqPmaNdpCk72IH8K8/0poTJHUl2ULgIFTLHjA7fnVzR2A12yD4yZ0GOw+YYqpN90EfeAG5iR1PNS6VtOu2ODkG6jJI/3hVENHtdLSClqzjCiiigAooooA//Z", "path": "000095.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000096
Men Tshirts
{ "bytes": 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", "path": "000096.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000097
Men Tshirts
{ "bytes": 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", "path": "000097.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000098
Men Tshirts
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zRmm0UAOzRmm0UAOzVix/4/I/x/lVWrNh/wAfsf4/ypMaMe5tdS0tjLYqbqDqYy+HX6E8EVharqFj4igl069QLOig7JCNy56dOlbf9qy6OUjvmDxOdqy/h/EO38qw/Ffhyy1lF1zSyIdTQA+bGcCUD+Fh3+vWuVq2x3w1d2eE+KtKudG1dswl7eQ4VgOlZZi/2TXvtt4auta0jN6YlDrhAy5J968x1fw3NpWqS2syEEHI9x7VqrpGU+XmaTOUS2yMkVPFaEMr4+6cit9NK+XJG0DqTwKsLpjFVIUiL1I+97/SpcwUDqNIh83Rbbd94JzWRf8Ah+J5xMpCbjhhtyD/AIV12iWIS2VJCNiqO/Xim3621mwYhpSeir6etY3fQ3aVrHIx+HnR/wDlmfTJIrastFUEG5ZGQf8ALJAcN/vE9R7dK0IoxJhtu0HnHpVxIcfSk5MFFCryeRXYaMxbSoM9gR+RrlEWui8Pzb7OSM/wSH8jWtB+8Y4j4TYzRmm5ozXVY4h2aM0maTNFgHZozTc0ZosA7NGaTNJmiwDs0ZpuaM0WAdmjNNzRmiwDs0ZpuaM0WAntj/pUX++KbP8A8fEv++f50tqf9Ki/3xSTn/SJf98/zoGMzRmkyKMiiwhc0ZpMijIosAuaM0mRRkUWAXNGaTIoyKLALmjNJkUZFFgFzRmkyKMiiwC5pCAylT0IwaMijIosMwtSj+yZ5yhGRXE6zrMcKNlufSvQtZs5byyZYADIASATjNeCeJLt7e+kido3kUnKpIGC+xI4ry6uGftLR2O+liUoa7nqmju17o9o2cmSMEn2zW5FabUwBgCvCNK8e+INGkj8u4EtvGABbyrlMenGDXZ6f8aogoXUdDcHu1tKMfk3+NH1WSN44uFtT0tLTngVYFooU+tclY/FrwlcqDLcXNo3dZbcnH4rmtZPH/hOYfJr9l/wNiv8xS9lJdC/bxezL0kGM1TlgZMSL1U5z9KmHiPw/cAGLW9OY+guU/xpwvbCf/VX1pJn+7Oh/rU8jWthuUZK1zZVt6hvUZp2arWj7oQvXHQjoRVjIr1YPmjc8aSs2hc0ZpMijIqrEi5ozSZFGRRYBc0ZpMijIosAuaM0mRRkUWAXNGaTIoyKLALmrNgf9Nj/AB/lVXIqzYf8fsf4/wAqGhowp7mw121I3bZkGA68MpP+elYGkNqNtJMRC81sjbZVUdD3IFQ28zmZWiBDk4wO/pXWWKyKh8yIxnvnua5ox5mehOfs46DrOZZUPlq4jA43DGPaszxRocGtaYwaBHuIRviYjn3GfetyiuhR92xwuXvcyPG4rKAOD5Qyp4yScH8a0BCHHIGK6fxBoSxytfW6/IxzIg7H1HtWLFFkc9O9cU4uLszuhUUldFCC1kSfzIww7cHGR6VsQ2bMpaceWFHBbv8ASs68nvoTstYECn/lozdPwqFLO+u1Bu9SxHnlbddpPtknimilC+rNSa4s7UhJLldxICqDlifYCrqY29COOhrNsdItbSXzY4gGzwTyzH1J61r7SOoxUy7CslsRgYFaXh5ylzLGT99Nw+oP/wBes12+Tr1pbeeS1lSeMfMh/MelODtK5FRXjY7PNGaq2d7DfQ+ZEen3lPVT71ZrvTT2OGwuaM0lFAhc0ZpKKAFzRmkooAXNGaSigBc0ZpKKAFzRmkooAmtj/pUP++KbOf8ASJf98/zpbb/j7h/3xSXH/HzL/vn+dHUOgzNGaSigBc0ZpKKAFzRmkooAXNGaSigBc0ZpKKAFzRSVzPiHxzo+gK8bSi5uxwIIjnB/2j0FDdgOnrk/EPxA0fQlaOOQXt2OPJhbhf8AeboK8s8Q+PdY11mjac21qekEBKjHuerVyjS54zUtjUWdFr3jfXddkkE168Fs3S2gYogHoccn8a5dkB7fkacXBFMLUixpBAGGNJ83cKfrxQT6GmGPd/GRQAp2jr8v4igFD0Y/lTRbL1zn60vkuBwR+FADsIcZbP8AwGgJD1wM+uymiNx1pcN6UAXrTUruwcPaXt3bsOQY5GX+Rr1Dwh8VUSIWfiSZjj7l7s/RwP5/nXkQ9vypcZ56ULTYT1PqyyvrXUrRLqxuI7iB/uyRtkGrGa+XdG1fUdBvVu9Mu5LeTOWUHKSf7ydDXuHhL4gWHiKFILpo7PUuhiZvlkPqhP8AI8/WqTJasdlmjNJRTELmjNJRQAuaM0lFAC5ozSUUALmrOn/8f0f4/wAjVWrOn/8AH9H+P8jQ9ho5TR7QNfvIQCsfI+tdDVPTbZre1+cYkc7mHp7VcqYK0S6kuaVwoopSjY4HPpVXIMnXr2K2sHiJBlmG1E7+5+lcisoDfN+daviW2aLVUmYkrJEMZ7Y4I/UViuNyCuKrNuR20YJRLqYPFPeNiPlUfUCqEMrpx19q0YZwwGSRWZpsTWsKod7nkdKc8hkOQMKOppQykdD+NI5GKrQTRCRuaptnyc0xACxzU4GU4qbAyOESQyiSFyjDuK2rXVssEu12Dp5ijI/EVlRDnmtnS9PF7ON4zEnLH19BVwlJPQipCLV2ahiO0MnzqeQVFR1s+WByBgjpiqs8Cu3Iw394D+ddan3ONx7FCinvE8ecjj1HSmVdyQooooAKKKKACiiigAooooAltf8Aj7h/3xSXH/HzL/vn+dLa/wDH3D/vikuP+PmX/fP86XUfQjooopiCiiigAooooAKKKKACsjX/ABJp3hy0We/kYM+fLiQZZyPT/GovFHia08MaWbqfDzvlYIM8yN/gO5rwPWNbvtcv3vL+cySNwB0VR2AHYUmxpXOk8RfEbVtYDwQN9itDxsiPzMP9pq4ppSxJJNNZsmm5qSkgLE0zNBNNzQMXtTTQTTM0ABBqNlYetSbqduXvigCqS47mkEkg6Mat/KewNIVT0pAVxPIOpqQTvjFP2r2FNKrmmA5ZMjkU8NUXA6UuaAJlkwealSUjoelVQacGxQB33hv4i6rouyCZvttmD/q5T8yj/Zb+h4r1rQPFmk+I0xZTkThdzW8gw4H8iPcV81rKR3q3a381rOk0ErxSocq6Ngg/UU7k8p9S0V5d4T+KIlZLPXmUE4VLtRjn/bH9RXp6OkkayRurowyrKcgj2qkxDqKKKBBRRRQAVa07/j+j/H+RqrVrTv8Aj+j/AB/kaHsNFWlClugJ+gqS3iMkgyp2960HUjpx7Y4qXKw0rlOGDC7mHPYelPCBcinGXacMOajeQHms27lJWMvW9OGo2RjUgTId0ZPr6fQ1wrIyMY3Uq6nDKeoNejSSDGaydQ022v8A5nG2XtIvX8fWspQvqbU58ujOOUc1KvFWLzSry0bKp58f96PqPqP8KoidQcE7T6MMGsmmjoUkzQjkO2nM/qaoi4A70n2lS33hSA0VbC1Zi+ZTiobXT769CeRbttP8b/Kv610+m+HUhw904kb+4vC/j61cYtkSmomXp+m3F9LiMbY8/NIRwP8AE12NrbR2lusUQwo9epPqafGgRQqqFUDgAYAp+cVtGNjnnNyFPFMIz2pw60tUQRFMHiopLWNx02n1X/Cre2kKZpp2AyJYHhPOCvqKirYeIkYqlLac/L8p9O1UpdyWuxUopWVkbDDBptWSLRSZozQAtFJmjNAE9r/x9w/74ptx/wAfMv8Avn+dLan/AEuH/fFNnP8ApMv++f50uoPYZRSZozTAWikzRmgBaKTNGaAFpGZUUsxCqBkk9hRmuQ+I/iIaD4Wljjb/AEu+zBCPQEfM34D9SKAPI/F/iOTxHr890XJtkJjt17KgP8z1zXOu9Rhh0HQcU0tWZaFZzTd5prNTV5oGSBu1a2l+HtW1kM1hZSzKvVlXgenNZCrlgPU4r6S8H+HLZtCsje2UUtqLOF4UlUMpkcFpH2njdkqueuFwKqKuxN2PDdQ8F+I9Nt3uLrSbqOFBlpDGdo+p7Vzx4Yg9R1r67mW307TJFjth9mhiY+REnVQCSoHfjPFfMvjnR49G8SzrbAfYrgC4tGX7rQvyuP1H4U5RsTGVznDV+x0XU9SRmsbC5uVXqYoi+PyrOBya+g/h1pEM/grTZp5bkIyykQxTvGu4yN852kZOABz2FKMXJ2HJ2Vzwq50fUbNiLiyniPpIhX+dU+QcHIPpX1VrK21vpwuZjcSwWqbWtvOJSZThcOGzu69+a+YtbgW01y+tozlYZ5IwT6KxA/QU5x5QjLmRTBopI43lcKnJJ4ArqbL4eazcSW0d01tYyXJAhiuptsjZ6HywC2PcgVOpRy/HrS16K3wZ1xvOW3vbOWSFtrId8YJxn5WZcMOeo4rmNc8E6/4eXfqFhIkPTzlIaPPoWGQD9abTW4k0zAzRmkwRwaTNIY/NOVqizRuoAtJJg13/AIA8cy6NeR6dfS7tNmbaCxz5BPce3qPxrzjdUiScUCaPrQEHp09qK4r4a+JDrvhwQTybruyxE5J5ZMfKx/l+FdpmrRAtFJmjNAC1a07/AI/o/wAf5Gqmatad/wAf0f4/yND2Gi2CfXA9qNwGVNNkfY+Ox6VXnk2sD61iaC3K7hx1HSst52U471ZlnOetVJRvOR1pARNcvnkUobeeuKcse6pFtz6UDGCJj1GfpUc1kky4kiRx6OoNaEcBA4zVhYmpWC9tjmm0OxZsmyiJ+lXLLSLeBg0dtEh9QgzW6sPPQflVhIzRZA5MhghYKMiraoBQqYqQLVCEo204CnYoEMApwFLiloATFGKWloAbimMoPapTSHmgCnJbgrgAEeh6VQmtinKA47g9R/jWyVqvckJExxz2pp2E1cxqKCCD83WitUZhRRRTAmtf+PyH/fFNuP8Aj5l/3z/OnWv/AB9w/wC+P5024/4+Zf8AfP8AOl1H0I6KKKYgooooAKKKKACvnf4j68db8ZXKpLvtbL9xCB04+8fxOfyr2fxtr48OeFLy+Ujz2XyoB/ttwD+HJ/CvmdCTuYklicknvUSZUUP3YalY1E5o35SoLFJzThUKPmpQwpgTW6mSdEHUkYr6x0GxkstLjSR87kiKj+6BEi4/NT+dfKViN19DzjLAZr6583bEq56AD9K1pK7M6jHSNjkHkV418SdGN1od06R/vdHuiFA/59ZvmX8nyPzr1x5C3Q1k6rpiahbywmOEi5QQXBfOTCc5wR/ECcitpxujOLsz5XX7wHvX054FgMXgTRF6ZtVb8yTXzbqljLpWrXNnMCJIJWRs+oOP6Zr6V8J3a/8ACNWNuEIFtBFESe58pGz/AOP1lR0kXV2LHieIyeHbqNRl5DGg/GRRXzJrEpn1m8lzy87tn6sT/WvprXbnZaWzfw/bIi2fQZb+aivnrwfpKa94ytbaY/uAxmm7/u0G5vzxj8aK2sgp6I9G8CeEBp1nYSlDHrF8DM0jYLWlr03IOgkY4AJ5GTjpXqGn6daaZD5dpCseeWcks7n1Zzyx9yag0+eK6tYdQFssMtzCjEHBYL1VSR1wD+ppb/U4tOhR5BJJJK3lwwRLuklf+6o/XJ4A5OK0hFRV2Q22aOTnk1k6ilrYanaai22L7RILS5b+GVWB2bx0JDhQCefmxWVD4/0JbxrK+v7a2vA5TyhKZFB9GkACg+2cD1robhIru1aK4ijlglXDIwDKy1ek1oKzizy74lfD60FhNrOjWvkTREvcwRnClMcsq9iO4HbPpXi+Tzmvp7TQtnfXmjh2eGJI5rdJWLsImBDLk8kBlI5zgHFeA+NtEGheK720jTZAW8yEf7DDI/LOPwrnqRW6NYS6HPE0Ak0UlZGg7dTgeKZTS/OBQB2nw617+xPFls0j7ba4PkTemG6H8DivoqvkaNzGQ3ccivrGxn+06fbT/wDPSFH/ADUGqj2IluWKKKKskKtad/x/xfj/ACNVatad/wAf8f4/yNJ7DW5Jdt8oYdqpyyeZF71NK+6MiqAODisDUTcT1p4Q8GlWPdzVpIflpAIkAI6VYSEY6VLCnyAVOqYqgI0jHpUgjqVVpwXmkIjCAU4LUgBpcUwG7aUCnYpaAG4op1FADcUvcUtFACCloooAKTFLRQAxyEXJ+gqjcPucL37VYnkzcrGq5IGfxqmMyXjnsoxQBXnjwM1WrRmXMbGsw8GtIMiQ7NGabRVkFi0/4/If98fzptx/x8y/77fzotD/AKZD/vj+dJc/8fU3++386XUfQZRTc0Z9qYh1GabRmgB1Ham59qo61q0OiaLd6lOf3dvGXx/ePYficCgDxv4x6+b3X4tHhkzDZLmQA/8ALVuufoMCvO14Wi7upb6+nu5zulmkaRz7k5NGfkArJ7mqVkMc1GTgY9ac1RycBT70hhGcMRUmag6NUnegDS0vLalbDrmRR+or6wbq3sxFfKegIJPEOmoc4a5iBx7uK+pLNp5LYG4aJpS7ZMWdpG44x+GPxzXRQMqpOBSSAAVgahq91ba8YY7mBI4jbxLbSKM3Ly7iQGPRgq5UdD0PWt5pI5Y1kikV42GVdTkEeoNbxld2MmrI8N+LWnRt4jTULZD++zBMQuP3yAZHvlWQ+9ev6Tpz6daNG7Ah9jKB2AijT+aGsvXrEI0uom0tr22UpNPaTr3TjzUP94KTweCFHStXSHE76iyzeZH9ukCMG3DGFyAfQHdWcY2mXJ3iU/FIVfDV9cvu/wBFheZMHA3BGUZ9fvZ/KvBPB3iMeFvEAv2t/PTy3iePdtJVuuD68V7L4/YwaRqx3HA0oLjP9+4UfyFfPGck1lVfvF01ofTnhbXdM1zRY5dLUxQw4haBvvQkDhT+HT2rG8f61FpWi3d5DI4vVRrGL5cBWkAZ2U9yEGDj1rGs7yTwnqVtqBh/4lF3p2npeyIceTM0Z2OR6YGDWZ8aL/L6VYBuiPOR9SFH8j+dVz3gLltI8paQlt3Of5V678MvFd1/ZP2K4md4bS6iTnnEUuUH4LJtP0Y14/XofwzhZrbU2CkiWeygU+5nDfyUms4O0tC5bHs1/pllqXlte24d4iTG6syPGT12spBFeR/Fi0aNNHnln8+4RJbaSUsGZtj5XcR/FtYZr2RzuJ9Sa8i+KUeLHoMrq1zn8Y42H862qrQyp7nluaM4pOgppOa5jcczAKT7VBGc8miZ8rjHWkToKAJwckV9SeEbxb7whpNwp+9aop+qjaf5V8sr1r374Qal9r8IyWbH57OcqB/ssNw/XNOO5Ej0LNFNzRWhA6rWm/8AH/H+P8jVPNW9NP8AxMIvx/kaT2GtyHJwc1GsW45xUuNy5B4IpytHboZJ5EiiHV5GCqPxNYI2Hxw4q4kYx0rGfxb4ZgBMmv6aMdcXKt/LNZs/xU8H20hjGpvMR3gt3YfnimB2MSYNTBcV5rf/ABp0C3T/AEGzvbuT0KiJfzJz+lZJ+OcmeNAix2zdn/4mmI9iUAU7HNeE3Xxj8RXsmywtLO2B+6FjMzfr/hVf/haPjZXeM+VvQ4YGx5B9x2osB79ilzXz1/wtPxrcArFcx5PH7qzBI/nWVqXirxkGQajquqwNKN6qxaEMPUAAcUAfTVLiuG+FFzc3fgzz7u4luJWupPnlcscDAxk13WKQDaKU0UAJRS0hoAKMUUhIA5oAWlHWmBh60yeYQwO5PQZoAqRyBpricn5VOAajt8+W0h6sc1FED9hjTvIdxq0wCIFFADXGLR2Ppmsp+HNa1wdmnufUYrJlHzn6Cqi9RS2G5ozTaK1MixaH/TYP98fzptyf9Km/32/nS2n/AB+Qf9dB/Om3J/0qb/fb+dLqPoMzRmm5oz7UxDs0U3PtR+FADs15T8Z9eEdlaaFE3zyn7RPg9FHCg/jk/hXqM88dtBJPMwSKNS7sewHJNfL3iXWZdf1+81KUn99IdgP8KDhR+VTN6FRWpkqOalNRp96nMazNBCajcZSlJpGPyGgCLPT3qQdKiXlQalTmgDoPCAz4x0cYzi7iOPowP9K+i/CiY8KaUMAZgVyfduf6189eBlDeOdHB6G5UY/Ovofwn83hPSDn/AJdY/wBBj+ldFEyqnL/F1zB4csZkPlut4HVl4IIRiMfStfwlfJqWhHUIZleG5cymID/USkfvE+m75h/vVhfGltvhixHrcMf/ABwj+tcD8PdeezlksS0pO5bmJIySXZOHTH8W6Mtx6qtJytMXLeB7qp3ZGBg+tTQRxwQrHFGkca9FRQoH4CsS11y3uiHtI5JrVSBJdsRFEn4vgkjuAKyfEXjqxs9Lnlso767hikWOS8s3EcaOeQokIOSe+0GtXNJXIUW9Cj8TpsaNqvP/ACwtE+u6WRv/AGUV4OvLY9a7LxN40h1nTBY2dm9tG8vn3EksxmlnkxgFmIHABOB/KuZstMvrx1a2s551B5MUTNj8hXNJ3dzdKy1PoHx1YW0Hgex0mEKNR1Z7G1K55IjA5x6AA15X8W5w/jMwrnbBbRRj8if616V4N8Pw2OmW2r31pM+uTRM00twxaUZJO0BvunGB2rzj4qxrca3Y6vCp+zahaJIjEdxwQfccVThaJKleRwFe1fB+1U+HLuZxz9uVgc91Qfp8xrxYDJ4r6G+G+lyaZ4KtPOQrJcM1wQRyA2Nv6AH8aKS94dT4TrBgyLnoDXlXxctZrezjkl2qtxfSzxgHJ2+VGvPocqa9VGTKmPWvKPjbdAT6VabslY3kI9MsAP8A0E1tV+Eypt8x5EzUzcaVvWmE1yHQNkPSnJwBTW5k+gp/QUASLXqPwZvhD4jvrJm/4+LUOo9Shz/ImvLVNdL4J1D+y/Gmk3G7annLG/8Aut8p/nTW4mtD6azRmkOQSCOaTPtWpkOzVvTP+QhF+P8AI1Sq5ph/4mMX4/yNJ7DW5y3jnU7rR/A2pXNnO0F0hjSOROqlnA4/DNePaHo2v/EHUJPtOpSNBbrunuryVmSIduPXrx7GvXPilZtL4F1BkH3fLkP/AAFxn9Ca5PwfbJH8D/FFxtGZTJn1+VVH9axRscpqHga903xpb+G0nimmuDH5UyqVUq/cjtjBz9K9Is/hX4WmkvNIW61B9UtIY5JbgnagLglcL0I4PH61zmhavqOv/FjQ9S1GwNp5i7IV2MAyIrDILdee/SvUtLOPGHi+X+JI7Vc/SJj/AFpiPmuSLYzISCQSuR0OOK948GX2k6z4Ov8AUV8N6dALEMgTy1bzCkYbJO3ua8K+9hvXkmvZfhyNnwp8Qt05uD+UIoAxPA+sf298VbfUPsdvZ5tZFENuMIuExXfeGs/8Jt43PIHnQj6/uq8x+Ev/ACPttntby9f92vXtI1i5v/EfiTTpY4VisHjWJkUhmDJk7j3oA4j4MsyWviN1OGV0IP0D15n4g8Ran4kv0u9VmWWWNPLTZGEAXJOMD616X8HXMVr4klABKMhwehIDmvOPE/iObxRqqahPawWzrEsYjgBC4GTnnv8AN+lAHtvwjXb8P7U92nmJ/wC+yP6V3VeXfDax1y68F2j2euRWVt5koWNbJZHzvOcsx9fauw/4R/VZPmm8Vanu/wCmUUKD8thoA6CisA+HtRTBi8U6tkf89EgYf+ixTf7M8SR8p4kik9BNp6/zVhSA6CkrnyPGEPR9DvAOxWWAn8cuP0pja5r1qf8ATPC80id3sLqOY/8AfLbTQB0RNRuc1z48b6IknlX0s+mSn+DULd4f/HiNv61sRXcF1CstvPFNEwyrxuGBH1FAD2JU8GqGpTFYNvdyB9ats/NZl63nalbQjt85oAurgOuf4VFKWLtgVCxLSHHerdrD824igBuoHZaxx92YVQ2bpXX1jNWr9vMu0jB+6M/jUcKj7UfZcUwM3NGadKuyV19DimZrcwLFp/x+Qf8AXQfzptyf9Km/32/nS2n/AB+Q/wDXRf5025P+lzf9dG/nS6j6DM0maTNGaYhc0ZpM0daAOC+LGvf2b4ZGnRNibUDsOD0jGC358D868EY5rsPiNrp1vxZcsr7re1/0eH0wp5P4nNccaxbuzWKshydKGNKvSkakUMamnkUrU09KAI0/iHoamT71QKcSfWp4vvUAdP4Cbb4+0Q+t2g/WvonwohTwrpid1gx+pr5h0bUG0nW7PUUAL20ySqD0JUg4/TFe+eH/AB94Wg0pIhqc0agu6JcwEGMFiwTcoIIBJGa2oySepnUTZj/GyYNolhHhwVnkHKkZOE6eo5614paXc+n3kN1bSNHNCwdHXqpHQ13vxK8Rx6x9mhinWZUZ5GdNwUs7ZIXdztUBVyQMnJxXnRrOUryuVFWVjodU8Q694w1CKK4kluZWwsUEKHGfZR3/AFr0PxRol/pPwc03Sbi2lS8ilN9cJjO1WZlwfddyZ9MivO/BXiU+EvE9rrAt/tAhDBo923cGUjr2616fo/xjstT1K6l8S2yx2scZ+yw28W8c/eBY/NyOD/CeQRUlHiZ4zkYNeg/D/WZRpGpaMjzKSyXirC5R5EQjzUBHIJTnjng1xGqXEF3ql1cW0AggklZo4h0RSTgfgMD8KXStTudG1OC/tJTHNC4ZSP1HuCOKcXZiauj6asIbaGxgSzINsEBiKsWyp5ByeTnrmub8QeGItWtH025tZZrRpjJaz2wBe0ZvvAqSNyZyeOxxjgGpfBmv6brOl404iHZ8z2bHLQFiSQPWP0x06e1dRGeM12WU0c93FnlGm/CNbbUpJtQvPtVrbHc0FvC4ebjIUFsDn2PtxXpdhDchri5uYxAZdix24fcIkUYAPbccknHsOcVorzTW69uaUYJag5N6EbTwwSw+a6oZHEaA/wATHOAPyNeA/FLUv7Q8b3iqcpbbbdPoowf1Jr03W/FcGnWsmveYjwxK8GljGfOnIw0v+6vQevPqK8CuZpLi4kmlZmkdizMx5JPOayqyvoaU42IG6UyntTB1rA1D+ImgHNB60LQBIvWpkdo3SRSQykEH3qAHmpf4KAPqzR79dT0Wxvl5FxAkn4kc/rmrua4j4U6ib7wNbxMcvaSvAfp1H6Gu2zWy2MBc1c0w/wDExi/H+Rqlmrml/wDISi/H+Roew1uS6jp0Wq6Vc2M6gpPE0bZ9CMV5X4Yimi+EHi3SXQm6s55YmVRkknb2/CvZAuGI7EV4j4t8Qar4B+IOrNpDRLFqCR3DJLHuXcR94c8HIP51ibHU+MbqHTviV4NurmQRRKjI7ucBecc/ia29Uu7Tww3iTWb27t9moJH9nhV8u7LEVxjvknt25rwy4m8T+NLwSSpfanKCxUJEWVAeoGBgDgVv2Hwo8XX6q01pFar0BuZxkD6DJoA4xcbQD2Feh+F/G2l6L4C1TRriO5a6uvOEfloCo3xhRkkjvWjZ/BC/IH2vW7aM9xFCz/qSP5Vox/CHw9ZjOpeIJSP96OIfrmgDznwf4iTwx4hi1SS2a4VI3Ty1YKfmGOprp9M+KEena5ruotpMkn9qOjhBOAYtq7cE45rqr34beBdEt0uNTvriKF2wrz3QUMcZwMAdqG8EfDo6QuqG4YWBbYLj7a+0tnGM/WgDhvAfjmx8KR6nDf2VxcJeup/clflABBHJHXNY3iu+8OX9xbN4b0uSwgSMiVZOrsTwfvHoK9PHw18B3WnrqMN9OtkxwJ1vBsJzjGWHrxUY+GfgSMb5NclKD1vogPzxQBtfCJ8+Abdc/duJh/49n+td4DmuX0OPw94a8LSzabeBtIiZ5Xn80ygHOG5HuO1UoPih4TuL2O1j1Fsu20SNC6x5/wB4jigDsyeaTNITlsCua0zx54d1fUxptnqG68LsixNEy7iuc4OMY4PekB0pppPFBamOwoAZLh0KOAyn+FhkflXNaLZ2VrrmvtYW0NvGJYI2SFAilhHuJwOM/PzXQO4LAE4Ga53wwd2mPev9/UJ5btj7M2FH/fIWgDW3ssnXINU4CZNSup26LhAfoP8A69X5Fziq1nFvGO8jl2+maALdtGXO4jjtWl8sMJPTApsUYUADoKhvnIj2DqxxQBSiBlmeU+tOthmdz74qcIIbcn2plmvyMx7nNAGfqUey63Do4zVTNa+pRb7beByhz+FY2a2hqjGSsyxZn/TYP+ui/wA6S5/4+5v+ujfzosz/AKbb/wDXRf5026/4+5/+ujfzquodBlFNz7UZ9qYh1Y3irWV0Hw3e3+7EiJti95G4X/H8K18+1eSfF7XVkuLXRYm4hHnTf7xHyj8ufxqZOyGtWeVzMzuWYksTkk9zUJp7daZWJsOXpSNSjpSGgCJu9RtUjVAxoAaThs1cjHU1SNXLc7oc59jQBu+HvC+oeJJJRZhFjiKq8kmcBm6AAAkk4PAHYmusj+FOsxRyONVs0MbBWTdIGyTgALtycnp61ufBiEvZ3UnO1JyeF43FABk/Qtj6mvStb1zR9BVLnVHjhZQPLkdO57KcHnGTj/Glc6I0k4czPEdZ+FuvadaXF1JIs6wIzsyk4KqMkj8PXFcLDbT3c6wWsEk0znCxxqWYn6Cvb9W+K3h680q7tiJ2kYMsQhU7WypHzFgOOegFc/8AB61Ek17cKoysqBnzhtoViAO+CxGfoM07kqnGU1GLOQg8A+J5wuzSZMsCQDIgJx14Ldu9Ty/DnxZDGzPo8vALYV0JIHXABya9v1jVtD0xkg1G6jsj95ZFOzYeTwRznr0Hfms5PG3hyJ5Jv7fsbiYIEidgynaGzhuMZ5PIxnFK5pKhCOlz53IwelIetWL8xNqNyYDmIyuUPqu44/Su1+GPhaHXdUlu7yLzLW2x8rLlWfGcHPHpx70+hhGHNLlRx2l6xfaNdC5sLuSCUcbkPUeh9R7GvR9J+MkqKqarpqy8YMts2wn32nI/IivQV8M6NNdTRpaaWUX5diWce+Nvc45A7cfXNeDeMbJbHxPdxRwJAjFXEaDCrkcgDsM5xTjNrYdWhyq7PWB8W/D7eUVa7iAOZEe1Dlh6AhwAffmue134rLdB4bNZjbsfukCEsv8AdZgzNj1xtJ9RXM+APDtjr+p3P9px3MtrBEDstwdzOTx09AGP4V3dz8JdFvLSSWwW/tTuHlF5Axcd2KsBx6DIJ/Km6smTDDOSvE8q1jX77W5la6kAijG2GCJdkcS9lVRwBWSa63Xvh/quh2kl0XSeKPmRQrI6r/eweo9wTjvXJGpvcTi46MaelRjqak7GoicA0CAmnKc1F1NSLxQBIOtSE/KKiFS9hQB618E9Q+bVtOZuoSdR/wCOn+levZr52+GF/wDYfHlkC2EuQ8De+4cfqBX0Pn2rWGxlPcdVzSv+QlF+P8jVHPtV3Sv+QlF+P8jVPYlbm2BuRWFZOo+FtG1LVodUvtPiubmNBEplG5Quc/dPGeTzWnYSebZxt3281ZI3KRXObmR4ZQReHrSBRtEIaHA4xtYr/StcdKp6fEIDcwjgec0gH+/838yau0Ac34/Rn8BazsLBhblgVODwQa8l8BeALTxjY3V3eX88XkTeXsjVSTlQc5PTrXtHiiL7R4T1iL+9ZTf+gE14f4D8aX3huGazstNF4bqZHZju+TjHRRQB67470Iap4FvLOMF5beMTQk9d0Yz+ZGR+NeGP4gZ/A8Xh9Qcrfm4+qlMAf99Z/Svp0gEYIyD/ACr5nt7bTbf4ix2zuP7Oj1PZkjjYJOPw6U0B7fD4Tt7nwDa+HLtpFiFvGsjREA7hhiRkH+LNeLXnhOztviQnhwSyG1a6jh8wgb9rAe2M819IHv8ArXiWtDb8d4D63tsf0WgD0G48MWuifDvVNGsnmki+yzsrSkFtzAk9AO9eJWWmWt38P9S1LyR9utL6JfNycmN1xjHTrzX0lqKeZpt0g/ihcf8Ajpr5ctNTvbfQtQ0uKPNtcvDJPJtJ27M7eegyT+OKEB75aau9p8MIdWlYs8Wl+YSepYJgfj0rxP4Yyn/hYuj7zyZHB+vltXsWsRW//Cmp0sZfOt10oeXJjG4BRzjt34ryrw9brp3xP8MImAGht2JHctFyfzNAH0KzYNRysdmR1pzDK5FRk8UgMTXr6S20e6aIgTyL5MOe8jnYv6kH8KmghW0tYbeP7kKLGv0UYH8qi1Gze51zTzn9xAklyV/vScIv5bmNWypx0oAeHLQt6gcVYsYwCW+gqnEfmI9RV+ybdF+NAF5eBVQgzXOf4VqyTtjJpkSbV9zzQBBdcJinRLsiFNmy8oHWpGHQUADIHRkPRhg1zTqY3ZD1U4rpwuKxNVi2XIcdHGfxq4PUia0uQ2Z/063/AOui/wA6bdH/AEyf/ro386Wy/wCP63/66L/Om3X/AB+T/wDXRv51r1M76EWaM0lFMQucAnBOOw718zeIry5vtevri8V0neZiyOCCvPAx9MV9MVheIvCOkeJYSL2DbOB8txF8si/j3HsaiUblRlZnzY3tTcV1XinwLqvhueSTyXuLAH5blF4x/tAfdNcvWTNU09gHSmmnkYqNqBkbdagbrUzHg1XPWgBpq3ajEJPq1VO9XYRiBfqTQB7L8HRJLoepxwSmO4W5WSM7vlbC4Kkdwc/h1rvvFnhCDxpp1rHdvLaSQMzoFIbGeCp7dhyOleX/AAl1nTrEz291eQ29wblWiWVtvmqyFWAPTOdpHrXafErxZqGgadaXWkXhiaZ/KdWj5UgZ7jg89O2KR1RnHk1OJ+IPgHTPC2kJNYSXDyqVMjyuCCDuGMAcciug+Dlqsfhi6udoDy3bANjnCqo/rXmOteMdZ162NvfXIaIsHZVjC7iOhOOtet/CQY8CofW6lOfyoew8M06mhzPxX0LUL3X7a4sbWa6BgxIsMe5kOeMgDOMY5Nea3emahp6q95ZXFsrnCmWNlyfbNfQHinx3p3hXUoLS5gkmmkj8wlMDYpJA7c5IPFed/EDxjpHifSIUsmkWZLgOUcH7uwjJ7dTjj0oQq8IJtp6nnI9zj3NfQfwy0t9H8Go9wNnnn7S2fQrnn6Lj9a8K0bT31bWrLT0yWuZlj47Ank/lX0R4xuW0zwtdRWQ2t9mlVFUc7VjIP8xQxYdWvPscf8NfEN7rfiXXZLmV5FnYSqp6R4JAA9BjAx7Vzvxitlj8Q2lwsJj8yFkYkffKtncPrv8A0o+D00sXim6iU/u5LfDjr0OR/Ktj41ojRaQ+f3iNIpHoDgj/ANBNJbly96jdkvwasNumXuoM/wB+Xy1T1wB838x+dY/jHxdq/h7x3dR2N2SkQXIflX3LuPHpg4HpgV2Hwsi8rwlblRyy7j9S7kfpivK/iGsI8b332cr5DCNo8HjaUXpRuxzvGjGx7P4Y8SWvjTRDtt0ScKVkilAdVb7p+oIP5NXgvibT4dM8SX1pbbvs6SkxBhyEPIB+gOK9b+DultZ+H7y9nUpLPKNgYYKxhevtk5/AA15v8Rp4p/HuqeSE8uN1jGzpwoz+uaFuRWvKnGT3OUxwahfpU4qu9Ucoi1IDUYp60ASDjFSdqjHapM0AT2V09hfW93EcSQSLKp9wc19VW9wt1axXEZ+SVFkX6MM18mg85r6K+G+pHUfA9iWbdJb7rdv+Anj9CKuD1M6nc6zNXdJ/5CUP4/yNUau6T/yE4fx/ka0exC3NDQ5N1s0f91q1hwa53RJdtyydmFdDWEviNY6oiYbLhW/vjH4ipap6rcLZ2P2phkROjH6bgD+hq6PTrjikUVdQj87TLuLGd8Lrj6qa8l+CFxi71i3xyYoX/IsP617Iyg8HoeDXhln8K/Fsd5dGC+g0+KRmG5LlgXTccZCCgD2LXdRGlaBqF+zBTbwPICf7wHH64r5xOiyN4MbxAzMXOo/ZyfbZuz/31Xuh8JTXPgKHw1eai5cIqS3Ma5LANu/i/AVHH8P9NXwYfDT3Fw9u0vnGY7Q+7dn0x7UAaXhHWP7d8KafqBIMrwhZcdpF+Vv1H615d4m/c/HG0c97q0b9Fr0/wt4Yg8K6dLYWtzcTQPJ5oE2MqSADjA6cVi638Pf7Y8YReIBqfkmNom8nyd2dmO+4dfpTA7W4XNvKPVGH6V86eE4PtGn+LbbGVOkvJj1KOpFfR7DcrDsQa4bQvhpYaFPfSJfXM4vLZ7aRXVQArHkjHegDF8JXX2r4J6lHI24W8N1Fz2GNwH/j1edaHeXc3jTwre3cJjjSSCCKQKQJERtuc9yM4J9q9s0TwJYaJoGoaMl1dTWt8CJd7AMMrtO0gcZFUdQ+GumS2OmWtlc3FoNOuDPCx/eZLEEg5xxlRQB1yHHynqKjkBXkVM4+ct6mkYb0pAZd5cR27Wsr/wAVwkPB/wCeh2/z21ZaPmsHX2aXWtC01OPMuzdyH0jhXd+rMgrowdyg0AUGGyYe9WNHcyWob1Y/zxVe7YBlPoan0XYtkqLnhm/9CNLqM0z8xApTwOKcvsKUjimIrKmGJIpSpLZ4qRgFBLHA9+Kz59b0q2JE2o2qEesgouOz6F7aOpP4VR1WMPZkgcod1VIfFWkXMxht7lppAMnZG2APqaWfV0lieNYGwwxliKqN27omemjKVl/x/W//AF0X+dJdH/TJ+f8Alo386Wx/4/7b/rov86bd/wDH5P8A9dG/nW/Ux6Eefek/Gkopki/jR+NJRQAFQylWAZSMEEZBFcD4m+Fum6qXudKZbC7POzH7pz9P4fw/Ku+opNJjTsfMGq6VfaLevaX9u0MqnHzdG91PQis1jX0rqFlaaik8F5bxzwsTlXXI+o9D715jrvw2i3NJpF0VyeIZzkfQN/jXnrERvZnovCz5VJHmL9DUJrW1TQtS0uTZd2rp6FfmB/EVQtbK4vr2GztonknmcJGijlia3TT2OeUXHcr45q9GMRJ9KqzQvbzyQycPGxRsHuDg1cUYRfZRTEdl8MNLk1DxxprvZNc2ay7ZwU3IQykYOeO5P0BrH8R6hf3Gp3FpdXM7w287rFDI5IjAOMAHpwKt+HvHWueGdNmsNLnjgSeUSNKIwZBwAQrHoDgVc8Wzap4x1p9ch0KeCKSNVPlxMQxA5bOOSfWgDjzXvvwqJTwXbxYAwWl3eu52/wDia8DdSrFWBVh1BGCK73wf8QodA05LK5t5N0W4RyRjcHUnO11yDwScEHIyR0oa0N6E1Cd2dV4/8Baj4h1WK607ZuSLZiRiAwyW+8ehBJ4PGMY9K8z1jwbruhJJJf2YSOMAuySK4UE4BODkAnjNev23xX8MSx5lnnik/umBse3P/wBauc8bePtJ1vwtPY2xiaeQqAFDMQMg/eKjHT37Uka1o0mnJPU5/wCFmkNfeJPtZyFtxsU4z87A8/ggc/lXqfjPxlD4Wh897dbli4hih6HcV3M27thSowOu6vOfht4t0bw5a3SahK8U7MxQ+WWVshccjkH5fQ8GqXxI8U2viO5sFtJ0mSFHZmRCqhmP3RkAnAUc4o6mcZKNPTc7fwj8QIfEmuiyj0eGyZYnmLqdxYDGQAAOcfXpVb4uCG78OWt3GT8k2wEqRz6c/WvINPhmur6G2t5fLlncRK+7GN3HX8a9K+JfhnTYNOTUtL1G13WKw2N9ZxAKPP2/fGOCxA+b+dFhOu3DkZ2fw8ge28IWTMu3zI0ZSe42jn8yaWxsvDGsavfeXawz3lo4WVZNr+XycAdcDOePbt0o8OXdp/wg+mxPckK1iqho4ydvy4KgjgsDnjrXmXw+1YWXxHkR3IjvnlhOT1JYsv6j9am252c8VyR3PQPHviC78MaL5dpZKlvM3ko46FiuST7dsdTjrivBJZHmleWRizuSWYnkk19E/Eawj1HwNfIWUSwAXEWSMkr1x+Ga+dTTjscuKVp6DRVaQ/NircUZllWNfvMwUfU8V0PxG0e30PxLFZWyKkcdjADgdW24JPuSCas5b62OSHSpV6VEKkXpSGSDmpKjWpAMigBO1es/BjVAG1LSmPJ23Ef4fK39K8ttrO5vZxBa28s8p6JEhY/pXq/w58C61o2tR6tqAjtoxEy+SWy7bh3A6VUb3Im1Y9Wq9pJ/4mcP4/yNUKvaR/yFIfx/ka2lsZLcZprbZw47EZrqQcrXK6eMvIPaumtm3wqfasJ/EbQ+Eo+I1DeGNU9RayMPqFJH8quWk3n28Uo/5aIr/mAag1ob9C1BOu62lH/jhpmisDoGlyDnNrEf/HBUlGka4mT4laQvipNBFvdmc3X2V5WVVRXzj1yRmu26gV81+M3fTviNqk6HDRXvnD9H/rTA9R+IPxDu/CGo29naWUEzywecXlZvl5IxgfStXxl4ivdG8E/2zp/lCcmEjzF3LhyM8Z968q+Lt6t/4tgeP7n2CIr9G3N/Wu+8Vf6b8FEmzn/QraXP020AavgHxBf+IvCkmoX7RNcrNIg2JtXCgEcfjWd8P/HV/wCK9RvrS9t7aL7PEHUw5y3zYOcmo/g027wZOCc4vnH5qlcp8IW8nx1qcDcZt5R/3zKtAHrXibUJtK8M6jqFsEM1tA0iBxlcj1FeV6f8RPHWsLK2m6VbXaxEB/KtWbaT0/ir1LxTF9o8I6xF13WUo/8AHTXk/wAJvEek6Imqrql/DaCbymj8043Y3Zx+lJAey2Ek8+nWstzGY53hRpUIxtcgZGPY1M44pY5UmiSWNw8bqGVh0IPINKelAEJ5HSmDrin9CRTJB3oAw5LbzPGJnZchNN2IT2JlJP6Ba0t3ltgng0sigXUc3co0f8j/AEqrcSZk4PAoGitqcgiG49OtZmi+JrZIngije4uFkYso4VMnIyTVzVP32nue6DP4VyGh2y24MoJPnOQx9xUu9rlxSbszuW1q+lBKCGFewALn8zj+VVpbm7lUiS8nOeyttH6YqvGRj2p+7jBrK7N1CKKFxaxP98NJ/vsW/nWPeWUGDtjA+gxW9LyDWbdKSprNmkTK0FTBrRXs8bDNdXn3rlLNvL1m3P8Atbfz4rqq7cO7wODFq07lmxP+n23/AF0X+dNuz/ps/P8Ay0b+dLYf8hC2/wCui/zpt3/x+z/9dG/nW/U5+hHn3oz702imSOzRn3ptFADs+9Jn3pKKBnP6hdG38wg8kmsyNpJlDEGtbULXz3IHrTRbCJNuK+fnfmZ9JTfuL0OK8RW5JD88Csnwzst/GGlS4AIuAM/8BNdL4iT5PauLS+h0zV7K6uGKwxThnIGcDBreg3zI5sQk4s4O7kEt7cSDkPKzD8SatGqYGTmrxUuQqjluB9TXoHmnq/wt8C2t75er6pD5rnD28TDKqvOGI7seoB4wMnqK9U+22x1E2elaxbC5jTy5op5jKcDBDBd3LDkHp19qpSGHwl4SeZIyot7bJCf3xHgE56fdA/KvmiG9uLe9S8SVxcK2/eGwc9+a1do2M1eVz2T4t+FIJNLj1eIKb2FSbmUAL5q5AztHGckfh615R4W0+PU/ElpZzReajkkx8/NhSccc9q7WGXU/Hvhm+a61o2wtJU2JdzLHC/yHI93+XpzxXOfDy1+0+ObKIkgKJGYqcHhTU/FLQraJ63P4W8PaXazRPoto9s8DDzvJG4SBXbJPUZA4x3+tfPmQRkdDzX0z4ikVPDuoM4z/AKPLt9m8tjn9DXzKOAPpVVVZk03dF3RtNfWNZs9Njlihe5lWISSthVz3J9K6nW/hZ4j0aPU7lrcSWGnjc1x9wSLxkop5IGef61xBO0E+3avVPiT4kv5PDXhnSlv5Nj6er3kSyZ3uCAN+OvTvWRoeb6ZYnUNTt7Pfs818FgM7eMk4/Cuw8VfDqXw3oL6m+o+YBKkZiKYJ3Z5yCR2rN+HNsLrx5piHlVZ3YYzwEY16T8X5XTwrHDn5JJlJHuP/ANZrSMfduyHLWx554V8Eap4i06S6tL9LSIMVUOW+cjj+GpL34a+JdJH2y3a3nMR3hoJcOpHOQDjpitXwRrd3Y+DdRkkKPp1jMrSxxkrOUcgNt42kEsAQcHng1rfD7xrd63qNxpl/+8JVpYHwAFUEDYQB0AIxTiovQJOa1PNr/wAQ+IHaW2vdQu8kFXjkOOD2+nP41inmvT/i7pNpbSafeW0axSNmOUKMZHJU/hhh7cV5eetZyjyuxSlzK5Lb5F1ER1DqR+ddb8Xo5V8beZICFktIShPcYIP6g1zOlR+dq9nF/fnRf/HhXr3xfsLa70/TdyAXPnuqSAchMcj6Zx+VG0WxfaSPDAKkHSuhtfChnIzdbR/uZ/rWxa+EbKA5mZp/97gfpWDrwR0xw85HGRI0jhEUsx6KoyTXpXg/4Xy6pBDqOrymC1blbdBiRx7n+EH86t6ZaWVoP9GtoozjGVXB/OvS9Cz/AGLbZ7KR+tVQqqrOxOJoulFO5Lpmkado1sLfTrSK2jHXYvJ+p6mr2abRXacI7PvV7SD/AMTSHn1/kaz6vaN/yFIf+BfyNJ7DjuJpfMzD2Fb9k2FK+lYOlD5pW/ugVtwtsl+tY1PiNafwlq6TzLSZMZ3RsMfgazvDB8zwhpBP/PnF/wCgitVuUP0NY/g5t3g7SPa1QfkMVBZsKcp7ivnT4iwSSfEHWljAJXEh/wB0RqTX0UPkcj1rxrV7IXvxpu7RgCLiJo/++rcimgPPtSnm1k/bW/5dLS3hfPfbiMV67ZN/aHwGcE7mXTpFP/AGP+ArzLSNPc+EPE8zrgwraxnPZvN5/lXp/wAOk+2fCm4tG5DfaosfUE/1oAh+CMobw9qUX9y8Dfmg/wAKwPAai1+MGqQAYG67Ufg+av8AwMlIg1qEgg7oX6ezCsO8bWvDXxK1PW7XRrq5jW5m2/uH2Or5zyB70Ae4amnmaReR/wB6CQf+OmvBPhr4Y0vxTqN7a6oJiIrdZEEUm3nOD/MV674U8SSeLdAurqaxNnKkjwNCWLfwg55A9f0rxTwpruq+D9UuL220mS4MsRhKyRuABuBzkD2oA+jLS1jsrSC1hz5cMaxpuOThQAMn6CpzWB4Q1u48ReHYNSubUWs0jupiGeNrEDrz0rdLYpARvwcimM3OKe3INRY3DPegDK8Q3H2XSjMG2sk8G0j1MqD+taM0EThsDnJrC8Vgy2+mW3a41S2Qj2D7/wD2SttiSM0AZM8YG+NvusCK5iKEwadb9crKSc+5IrrL75dg71hXabrWRR25H4HNOKumDlytMkhkyoFT5rOtpdyKcjmrfmZ7VzHaPcZB9KpXCcdKuIMnFNmjypqZDTOWmHk3sT+kgP611ZPNc1qsRQbx1BBrowSQD611YXZnJjN0y1Yn/iYW/wD11X+dNvD/AKbcf9dG/maWx/5CFv8A9dV/nTbz/j+uP+ujfzrq6nH0Is0ZptLTELmjNNooAdmkzRRn2oEVJUzIeO9QzLgdKuOMvmqt03lxkrnd2rwaqtNo9+hK9JHGeInVR6v2FebeIFPkFT1xk/nXqGo2ihJJ5m+VQSxNeX68+5Wc8F24HtV0F7xNd+6c0q81saGkUmv6cs+fJNxHvwMnGRnFZK9au2Vx9lvra4IyIpFY/QGvSR5p9F/Ei9MPgG9CAlriIKSflwDgkn+X4183N1r6huok1/wm9vEUliubMoHYEBht6jPTpkH6V5boXwhvptSlXU5IXhhX7kE3UnGMnB28HOOT7VpUV2rGcXZannY1W7XSDpnmD7IZvO27Rw+ME569BXVfCeLd4ukuG6Q2zD/gTkKP51F488Ct4QuY2in822lGV3jDL14PY9D0rQ+E0Ti+1i7BxHBbIScZ+YPuHH0Rs+1TFWkVJ6HpfjFwnhHUnZgu22lIz3Oxhj9a+cj3r6U8UQm98HarDHsMs1sVjGeGY4wB9eg+tfOYsLxn2C0nLHoPLbJ/Crqq7Jp7G14F0q21jxVb2l3GskJjdijg7ScYXOCDjJHevS/G2kWmi/D7UVhtERpZYyMZfb8y8l25LYBGfTj68V8LYWTx5HDKjq6ROSpGCCpU4OfpXpPxSZB4Euk5yzx449GBOaIpcrYSb5rHnfwghD+NXlb/AJY2kjD6nA/qa7H4ySoPC9mB1e69OwUmsH4L2Ej6xe3f/LPy/KznHP3v8P0q98bZ2Edja/L5aZkHruKnP6baF8APWZJ4W8IWjaGHBmkguIUMtrJLiOSTapJOBnHpk8EZxxVzw94Js/CVw2oPM1zLnavy4IyeAMfqfYYx36Cwikt/CNrJDkulqknXn7gY/h/SuB8K/FG7m1m0s9UtLbyZpAiywqQ0bMcA4JORkj3qrRVibyZy/jrxavibUFFtG6WkTHZv4ZuwJHbA7e59a5LFfQPjTwbpOsaTczJaQ22oqpaKaJQpdx0Vuxz0/Kvn/sDWU4tPU0hK6N7wPafbfGukw4yBOJD9F+b+leifFCYNqmkwg8+XI5H1IA/ka4n4a3CW/jvT9/8Ay13xL9SpxXRfESc3HjDy1/5d7ZF/E5b+tZzdqbHBXqorWCcdK1ljDLzWdpw8yNXHQ1tww7gDXkz3PYg7Ir29sVm9q9D0hSmlW4PoT+tchHD8ygDk8V3MMflQRxgcKoFduAXvNnDmE9EiTNGabRXqHmDs1e0b/kLQf8C/kaoVf0X/AJC0H/Av5GlLYcdybRV3Lcfh/WtNOxqh4fG5J/qP61oDhse9YT+Jm1P4S6rZiJ9j/Ksjwb/yJ2kf9eqVpQnIKHoayE8E6DEoEFpLBjp5N1KmPyaoLN+QHG4ZyK5OaTwTFr51ea904aqhwZvtWSpxjoDjp7Vdk8F6VOMXL39zH2jmvpWX8t1aVnpWn2cIt7axtoo0GFVIlAx+VAHLrL8Pra0vLYXOl+ReOJLhDLuEjA5BPPqamsfFPgzSbX7Jpc0QiyW8mxtpHyT1OFU811i20CHKwRA+oQCpe3FMDlk8WwbMaf4f1ucfwiOwMS/+P7cVImueIpACnhOWNe3nahEp/IZrpDz1pKVwOdPiHU4R/pXhbU93b7NJFMD+IYYpv/CU3/8AD4T1wj3EY/8AZ66TApOKYHNf8JXdgZbwpr+e+Ioz/wCz0f8ACWN/y08NeIU/7cw38mq/rmmS6hDGICqyx+ZtYsV2lkKg8e5FYsOh6xFp0UHnqJ0nV2kEx+dfJCHn6560gLB8YQ5wdD8QZ/7B7f40ReMNK34u1vdOBOA1/avCv03Y25+pql/ZviYqI2uJAgTClLvkfudvPTPzjP4k5FWVtdahugZGke3ZWMiGXzRkhuME8/w8YoAkv7mz1HUtCe0u7e4jW8d8wyq/Ihkx0NbOMcGuctbS2h1ezu5dFsoZ95QzragSKxBAIZRgdQD9TXTuBQBk6mMIrehxWMff8a3dRA+zSZ9MisHNa0luZVXsZluTHI8RP3GI/wA/pVwMaryJtv2PZgDVyNNwFcclaTR6EHeKZagXIGRUskXy0luRVlvu4qSjmtVhzE/Har8Lh4UcHgqDRfJuU1W05/8ARjGesbFfw6it8NL3rHNi1eKZq2H/ACEbb/rqv86beH/Trj/ro386Ww/5CNr/ANdV/nTb0/6dcf8AXVv512dTi6EOaM0maM0yRc0ZpM0ZoAXNGaTNGaAEaoJ03bRU5Pf0qC4JWJ3z0XivIxkbVL9z1sHO9O3Y4vxHcGdWt4+IkPzH+8RXlviB/wB+ig9q9N1kFIDnjNeV66+6+PsBU4ZXkXiHaJlr1qRugpiCtTQ9NTWNe0/TZJxAlzMsTSn+EHqfr6e+K7zhOk8B+P5vCt6I7uNrrT2BRkDfMgP93sfofU9M17VY+OPCS6QsllqMPkoM+RyJAepyG7+5NeYeJPA+jab4f1O5Gm3umXFrII7Jri7EjXvIBIjHQHrxXIaH4au9Qv8Ay7qC/trXyZZPMWBgXKoWCrkYJJwMe9VGbQSp6mv8SfGa+J72KKEAW9uW24HXJ4Ge/wD+utH4T61ZaZFqMFzNFG00qH5mAYrtIyAeoB6j3zXn82m3seorp0lsy3pdY/JyCdx6Dj616JqfwzsNO8Otc/aZZLy1sLia4aNwUM8ZT5RxwBuI9TihTadxqm5KyPWbK6s7xCI57eZG/hDKwI+lWL8QJpswuCI0aJkQnGenATPU9MD1Ar5r1Wyk0Ww0We3vLkPf2X2mQCQgKd5AC47YAqvF4k1qFAkeq3m0HIUzEgH2zWrrXWxl7Jxe50Vhqrad8Wbi681AWvZot8nTLblGfbOK9tu44NY0x0XZIjg7d2GUNg/Kw/HBHoTXy+WkmmLne8jEsT1JPUmu30Lxj4w06y+0W9g95aheZpLR2BA9XXGcevX3qIztoxyg3se26JpFjodiyWenpZpzhI3Mhx15POTknp2Cj0rxH4q61HqfiWW3hcOlruDEHI3YAwPoAB9c1t6h4t8f6pdW+jRQWthc3tt58ccJCSMhB/iYkqSAcDg1z2r/AA/m02w1K5uNXhe4sI0kuI3hdFZnwQiSHh256Cic09EOFOXxHs+iypPoMEezCpEsJyc5wi/415X4c+Gurwa3BcaikcUdvLuVQ4Ykg5UnGcDIyO5pdB+Kn9l6fHbXWnPOygDckwUEgAZwVJB4Gecd60X+MsPWPQ5Cw/v3AA/Ra05oySuQlJN2O88SXBsdAnuHJIjG8k9goJyT+AH1NfM5P6DFdZ4j+IOs6/bSWcj+TZuQWiQk7sep7jviuS7VlOXM9CoRsi5o959g1/TrsNt8m5jcn23DP6V2fiK5W78ZapKpypmKqR3AAA/lXnZ5rptMmadlkc5ZsZJ9a56z92x0UV79zrNNIhcKR8jdfrXTW8W3GOh6Vztim4DiumshmIA/eWvNluegtEXLODzb6Be24E/hXVZrC0eLN20h6Iv863M16mBjanfueVjJ81S3YXNGaTNGa7TkFzWhop/4m8H/AAL+RrOzWhoh/wCJvB/wL/0E0pbFR3NHw6n+jTN6uB+Qq8wxKR71X0BcaYD6uxqzMMTGuefxM3h8KHDKkEVaUggVXwGSpIW42k9KkonHSo2+VwR0708UMNyEUAFFNUkr9Kd2oADTaWkoAM0lBpM0ANY0wk1IwplACYNMfrUvQVE9ACKOP0pTjvUW45oL8ZJoAqakAIPqDXOD61u30okXaOwrB7VtSe5lW6EEoH2mMnuCKuKny+1U7j78RH96tCAbovm6iuasrTZ2Yd3podbA5OetW2UcH2qKBMc1K5rHoa9TOu+cisyxOLmdeMYB/nWndnANZVid13cfRR/OtKH8REYj+EzasP8AkI2v/XVf5029/wCP64/66t/M0th/yErX/rqv86bef8f1x/11b+Zrv6nmdCGikoqiRaKSigBaKSigBTUF2M2zj2xU1RyjMbCuHHQvBS7HZg52ny9zhfEa4iPoK8j1V99/Ic8ZxXsnieLFux6cV4rdtvupD/tH+dc2FWp1Yh6IjTpT+PlLEgZ5xTV6U/cUKspwVOQfeuw5T0i+vbfRPCGmeJPC93qVtLPctZzm6lEkkirk45yF5X+H1q/r2tR3XxGh1NfEIWylsPtFg320rEk3l7QjkZ8v5s5456d65G4+JPiK8s3tLo6dPC4IKyWEZ5IxnpjPviuS6dPxoLlJPY7TU9bj0lNOube90698RQTtK95ZW6iNEK7QjEKBI2TnIHHqa2NJ+J2zwlfQ68o1W7afykhkwhkhdfnyVHQED3Oa8xNB5FAlNrY9P06+k8d6VNbW2j2FlLawrbNdLC07Rxu5CpFEPujrl+wBNeftp89trz2EaR3s0E5QLEd6S7TzgjqCAa2/AEdjJq1ymoNZrC9s6bri6MJBKnBXBAY5x16da6aDVfC0NzDJdR29hrFtpLxNLagGGSdo2Qq23I3Dghhwd2D0oLfvK7LOkzab/wAI3feK9E8OT2mpTMLOKC3JkUdDK8IxlcJkH0qS11zSr3xvZanp2v3c7viCz0cQtCkeV2rG7E7Qo7nBJrmPD/j6HRNBsLY6ZJLqGmtM1nKJysQaTqZEH3iO3OK5OyvpLTU4L4MfMinWbI9QwNA+daI9NfxRZTePbeLUvDNuniGO6S2N59pdo1YHaHCcZwOR0qLxVqXi/WNel8IW8a3r2ymOVvITEwbkSncCIzhgMg9queMfB17d+Ml8RWtxY2unuILhri5nEYDLjPHU8AfnXYyi6tPGuo3IithotzYRS3t1MSuzbvACkdcjk54H1pGvK3dM8W1vwVd6Fp73NxqWlSyRMqTW0F0HljJ9R398V2GkfC+xn8K2Vzqty1leTzJJI7NjbE3Cx4PG45Xn1NVYbHwX4i8aadaeH9LvhGk5kupTkwvGoJ+6ckAkDk44roLTxVpXjebWtHtLS6t7m4tGeN5ZAys8X3Nqj7vY/hQxQjBN3KMmgeG5vFl54P8A+EcSBIbVpRqQnYyjChg5zxjJx+FeOPgcA5Hr616v4k+I2mz6dDPp1qjavfQJFqLOhGyNeWiz3ycjjt+nlMreZK7hVXcxbaowBk9B7UIyqtXshgHArc0N+MejVigVqaG378r+NRVXuipO0j0PTBnFdJbgrz2PFc/pIziuotYjLIkSjJY4+lea1zOyO6Uklc29Kh8u03Ecud34dqvcU1VCqFXoBgUte9ThyQUTxJycpNsWikoqyBa0NE/5C8H/AAL/ANBNZ1aGif8AIYg/4F/6CamWxUdze0Vdukw+4J/WpbniTPrRpGP7Ktv+uYqa5jyAa55bs6I7IZCdy4pT8koPY1FC219tWJFytSUSg96XNRxNuT3FONACdJPY06mODjPpThyM0AGaM0UmaAAmoy1KabQA8HNIwpoODTgcigBlRvUpFRSDJFAEPWqs0uDtFWGIAqq0e4FjQNFba0r1ig5/MiuqgtwqFsVy5XaXOP4jV0nZkVleNyGbjYf9qtCHlR71RlG5OnQg1dtug+lZYhWmbYV3hYvIMAUkmMU5elRyHANYHQjNvT8prK0xs3FyM/3f61oXrHFZWlkC+uR3Kg/rWlD+IjPEK9JnQ6f/AMhG2/66r/OmXv8Ax/XH/XVv5mnaef8AiZWv/XVf5029P+n3H/XVv5mu/qeb0IKKM0ZqiQoozRmgAoozRmgApDyDS5ozWdWPNBounLlmmcx4ni/0GRsfwmvA5TulY+pNe/8AjSQ23hu9nX7yxkL9TwP518/t94152GWjZ6WIexIvSmscijtSHpXUcw0HmlpopaAENJ1paSgA9qcOOlNHWnUAIaM0Z9qSgDZvvEV5qPhqw0W4WN4rF3aGU53gMMbPoP8APSvU9e8faQmkadp2p6cdQsL/AE2GdhFNtIYHG0/iv6V4mDRntQaRqSjc6/VvHk8umSaToWn2+i6ZIMSR2/Mko/236muZ0/UbvSr2O8sZ2guEyFdeoyCD+hNVaDQQ5NgT75plOIzTcc0CFrR0M/8AEwVfUVnmtHQBnVoh6g1FT4WVD4j07SVwgOO1djosOWeZv4eB9TXM6ZFtRa7axh8i0Rcckbj9TXNhIc1W/Y1xU+WHL3LNFGaM1655gUUZozQAVoaJ/wAhiD/gX/oJrPzWhoZ/4nEH/Av/AEE1Mtio7o6DRG3aXB7DH61osMr0rK0HP9mR5Hc/zrXHSueXxM6Y7IoSrtbIqzGQ8YpJEBGKjg+UlakY4ZjlI7GputRyqSuR1FLG+5fegBe1NQ84p5WoycNmgCQ02lpDQA002nmmYoAaRmkVsU+o2FAEoORUE2c8Z6UqvjvUqsGHNAFAxsR0p8duzEDGBV4bfalyKBkEirFE2T0BNc7Ba/arVscNzg1o6vdEK0antzTNLQpZBmFCeoW0OdYYBB4NW7btT9Wt/IvCwHyyDcPr3ptv29qWId2mVhlZNF9RkVBMetTLnHNQTHg1znSjJu+9ZlhgalJ7of5itC8ON1Ztl/yE/qhqqPxomv8Aw2dDp3/IStf+uq/zpt7/AMf9x/11b+ZpdO/5CVr/ANdV/nTb0/6fc/8AXVv5mvS+0eUvhIaKTNGaYhaKTNGaAFopM0ZoAWikzRRYZx3xQu1tvC6wfx3UqoB7L8xP6D868Ob75r0z4tXhfVtOtM8RWzPj3ZiP5KK80f71cMIct0dsp81mGaD0pB1pzdKskZRRSGgAzTTRRQAopc0yjmgBxNFNzS0AHAozmkzSZoAdTW60ZpKAFFHU0gOKcOtAARxWp4b2nXLdW/iyB9cVltV3RZPK1myfsJ0/nj+tTNXixx0ke36PbFpokPTOT9BXWVjaLCFZn9FxWxmng4WhfuRip807C0UmaM12HKLRSZozQAtaOif8hiD/AIF/6Cazc1o6H/yGbf8A4F/6CaUtio7o6qCFYIRGgwqgAVNG+aByWqN/kbIHFch1ErLnpVdspKDUyvuFJIu4Z70AO4IqIAo3sacmduDTXBoAlByKawzTFbBxT80AIppaYflOe1AbI4oAcTmkoppNABSHml60negCJxSK+OtSkZqJxigAYN95TTfNYDmhX2mnOgIyKAKk9qlzMGJ69amuNltZsq8ADgU2Q7BnPSs66umlKx46mgpakusw+ZYxy905P0IrKteQK6C9jEmntEeAUIz+Fc7aZzWdTZGlLqaQOVqpN3q2Pu1SuTgVkzZbmRdnkjtVCw51JiOyH+dXLo7smqmmAm+mbsqAfrV0F+8RNf8Ahs39O/5CVr/11X+dNvf+P+5/66t/M07Tv+Qla/8AXVf5029/4/7n/rq38zXodTyvskFFFFWTcKKKKAuFFFFAXCiiigDxX4mTibxlKgOfKgjT8cE/1riZPvV0HjO4Nx4y1Ryc4nKD6LwP5VgSiuR7s646JDBStSDrStSKG00mlNI1ADaM5oooAKSlBFJQAUZoooAQ0UtJQAUUUUAApR1pKcKABqdE/lMso6owb8uaZTv4MUAfTempssImxgyKH/MZq3WV4auvtvhjS7nOS9smT7gYP8q1a6YJRikjjk222woooqxXCiiigLhWjoX/ACGbf/gX/oJrOrR0L/kM2/8AwL/0E1MtmVH4kdWJMXJU9xUzDIr5fP7RHi0uG/s7RAR/0wl/+OU//hozxf8A9A3Q8f8AXCX/AOO1y2Os+lWyhp4lGOa+ZG/aI8XN10/RP+/Mv/xykH7QvizOf7O0Xr08mb8v9bQB9NCRS2AakPIr5g/4aF8WZBGnaIPXEEvP/kSnj9ojxcP+Ydoh+sMv/wAdoA+lyMGlya+Zz+0T4uP/ADDtE65/1Mv/AMdpP+GiPFv/AEDtE/78y/8Ax2gD6ZPNNHFfNH/DRHi3tp2idc/6mb/47R/w0P4tz/yDtE/78y8/+Rf85pWA+mQaXrXzIf2hfFpI/wCJfoox6Qy//HKd/wANE+Lv+gdon/fiX/47TsB9MYxSYFfNH/DRPi7/AKB2if8AfiX/AOO0n/DRHi7/AKB2if8AfiX/AOO0WA+mKYwzXzV/w0P4t/6B2if9+Jf/AI5R/wAND+Lf+gdon/fiX/45RYD6QZfwpA204r5vP7Q3i09dO0T/AL8S/wDxymn9oLxWf+Ydov8A35l/+OUWA+j57cyDKn8KqxWW2cM/avnsftCeLB/zD9F/78y//HK+g/DuoS6x4Y0jUrhUWa8s4biRYwQoZ0DEDJJxk+tA7ly7YeTgVz8CbZGGOhrop4RInUjFYzxeXdSDrWc1oa0nqSDpiqV4AFq7ngVQvTmsWbIxrrjOPSoNIGTcPnqwX9KW9bCt61JpS4sg399i1a4ZXncxxcrU7Gvp3/IStf8Arqv86be/8f8Ac/8AXVv5mnab/wAhO1/66r/OmXv/AB/3P/XVv5mu7qed9kh4o4pKKskXijikooAXijikooAXilBAIPpTaRgSjAdSDQB83arN9o1i7mznzJ3bP1Y1UfkVLcIy3cqMCGViD+dMYYFcbOxbEVDUtI1AxpprYpTTTQAYpKOaM0AGKSlzRmgBKKWkoAKSl7UlABRRRQAU7oKbTs0AJ3pwPH4009MUo+5QB7n8Lr37X4LiiJy1tM8X4feH867TivJvg9ekXWp2JJ+ZEmUe4OD/ADFesV003eJyTVmLxRxSUVZIvFHFJRQAvFaOhY/tm3/4F/6Caza0dC/5DNv/AMC/9BNTLZjj8SPjaiiiuY7AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvs3wUceAvDn/YLtv/AEUtfGVfZngkf8UF4c/7Bdt/6KWkwN9X5wehrDEwmuJ8ZBRyh/CtlvlRj7Vz9lMtzJO4Tb+8IPuR3rOexrT3LvRc81mXjZrTIwtYt633hWJ0Iw9RkIDcitO1j8q0iT0QVi3beZMqEcFgK6DpxXVhVuzkxstkWtN/5Cdr/wBdV/nTL3/j/uf+urfzNP03/kJ2v/XVf50y9/4/7n/rq38zXT1OL7JBRRRVkhRRRQAUUUUAFFFFAHAeIvhhHqdxPd6NMsNzIS7QSn5GPfB/h/lXnOreGNa0UkX+m3ES/wB8LuT/AL6GRX0fYrmVj6DFWWXLFTyK5anxaHq4TD+1p3bPk3I9RmkavprUvDGhampS60q1kY/xeWFb8xzXMP8ACfw1cyEoLuEdcRy/45qTV4OSWjPCTScHtXtkvwf0NmxFfX6D3Kn+lZV58J9PhVjFqd1xnG5FoM/qszyjFJiu4uPAKRfdv3P1QVW/4QZz92+H4pSuS8PJHI4oxXWTeBriJd322M/8ANZ83he5iP8Ax8Qn8CKLkujJGFSYrWk0C6i6yQn8T/hVc6ZcBtu6P/vo/wCFFyeR9ijijFTGBx3HFMKlR2picGiM0lKRSUCswoqVIWkYAFefWtvTfCGoanIEiltk93dj/wCy0hqEnsYFPAyldxD8N5d2LjUUHb93Hn+ddn4Y8B6Npxe5njN7MpG0zgFV+i9PzzTjq7BOLhHmZynwntLseI5rkQSC2+zOjSFSFzkYGe54r2SkVQoCKAo6AAYApa6YR5VY4ZS5ncKKKKsQUUUUAFaOhf8AIat/+Bf+gms6tHQv+Q1b/wDAv/QTUy2Y4/Ej/9k=", "path": "000098.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
000099
Men Tshirts
{ "bytes": 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", 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