question stringclasses 5 values | questionId stringlengths 6 6 | question_types stringclasses 5 values | image dict |
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Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030284 | Women Tops & Tunics | {
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",
"path": "030284.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030285 | Women Tops & Tunics | {
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",
"path": "030285.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030286 | Women Tops & Tunics | {
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",
"path": "030286.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030287 | Women Tops & Tunics | {
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",
"path": "030287.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030288 | Women Tops & Tunics | {
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",
"path": "030288.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030289 | Women Tops & Tunics | {
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AUV7xoWnJpeiWdoox5cY3e56n9a8W0G2S/wBf02A/dNwoYe3X+le9gV0R+EIoUUtIKWqKCiiigAooooAKaadSGgBKv2GpS2rqjsWi6FT2+lUKKBSipKzO0UggEcg8in1Q0mYzWEZJyV+U/hV6tEebJWdhaKKKYgoPSig9KAPm3w3p0ur+Koy6E3Fyx8tj0iz1b8FBx7mtr4oeH4dAu9MezjCWzQmPJ6s4OST6k5rp/hrp0cmr3N8Ofs8IhU+56/yq18YYI5PCcUrbfMhnV0z1+grmiv3dzrlL97Y86vJJnt1tVeNYoU8ycjonpk929qf4b8Gy6/bXGp3UzQadCCcjh5sd89hWnpuhR6tdaRo0DFxMgur+T1XOef5V6SbCKCwk06CJVSSfaUA42A9PypQhd3ZVSpZWRzUfhiOKwskt7dI5JmHkRbeET+8f9rvmtTxDfWfhHRpEjRBI42Ip6n3roLu4trC8e7uXCRww7QT0Brwbxz4sOuas2xj5KnC471VSXIrLczpRc5XexjNci4vZg3TeT+tT3zRpYIoXB/pWPE7yXmcbR71Pc33nOFyCVHGO9cqi7nbfTUwL1dssinucj6VVDbwmTwKvalh3VgOSMVnW65fB4Ga64aK7OdrUfattlLGtXw7H5mpzu2fLW2mZ/ptP9cVAljFOcx3EUZH3hI2MVZmubbTNPmtLSUTT3HEsy9Av90H3pcxm1qc1ue3lEsTMrg5BHau88OfEGSJVt9RBbGAJB1/GuKkTpkcmkt4SbhV9TRUhGcfeCnKUJXR79puvWl4itFMrZ9+a3IbpGGdwrxnRbOXAaMlTnqDXWWs19EADKxryakeV6HqwfMrs9Ba8WNc7uazL/W1iUkvz6ZrmnnvZeDKwFIlk8hy5LH1NRdl8qQy7urjVZsfdjHaqt9Y7Qgx0xXRWuniOPOKivbUvGzY6CqjoS9Tg/EUGbFT/AHW9Kz9CDSPNZg/6wEqp/vdq3ddjZrQhfTI/CsPSlZPMuFU527V+tdcJXic0o2kdz8G0I8WGKXgxhyo9wMV9CV83/DO+Sz8bQSTNhSGDN7mvo1JFkXKsCK7aDXKcOJTUrklFFFbnMFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFIaWkNAHI6y+7U5vbA/SvPfiJd7NItrUf8ALebJ+ijP8yK7u/bzL2dvVz/OvPPiPHlNMkzwsjrj6gf4VjJ7s9SKtBI4gu7KI0G1F5I7fjTYNSS11Rjn7/yn6GmvDPcSDZkRqMnHrWetvm+YFst/6CK5LXBuxNfxmC9lk4IkbcB7dadDd7YHRlxnBFQ3qvdbFhGQFGW/HpT9Zj8t4YkHzhPmx2oDbUveE5BD4w0wk8GYDP1//XXvVfONkZoL/T5IgTMkqFR3JBr6OGSqkjBxyK6Kewoi96M0UYrQoM0tNpRQIWiiigAooooATFJTqbQBt6DJ/rYs+jD/AD+VbdcvpMvlagg7PlTXUCrjscNdWmLRRRVGIUHpRRQBxvw50mbTPDfmXKkTXMhkIPYdqyfiPJDeXmn2E3zQxbriVR1bjCj867qS5isLZRI+5wMBR1Y/SsRdIjkuZ9W1FRnG4K3YDoKxkmo8sTeEk5ucjH+GOhRWWkvqLqftM7FBnqsa8AV0oaKFLjULlgkQJwT2APWszw/fSJooWOFQZHYqznAJZieB1OKg8X2k/wDwi9z59y20KFCrwOfWhaRQS96buec+KfEV3418SQaPpBcRSPtzngj+8av+JPAGieHfD6StLIb0EAMTkyH0x6Vg+Add0nw9fapqN8rPeKwjt0A7d6p+KfE1zrd7JeSyFEGfLTOdtYzkuW/VnRGD5tNEjlNRf7OxUEbunFZCyHzxhjkc1LNKX8yViSe1U48kl81MFZalTlrYsPJ5oLEc5xVYD51I6d6eSfMC+pqxFbEqygcjmtb2QnEiuYdygnu1EsQjKKOpFXrhB5MJP41TlfPzUJ6ESjqVXGXyOg4qzpduZL3J5C81CqgYDg/Meo7V02l6WyyK46N1qZysiqdNyZtaWvkKvHFdbaRpKoyBmsyKwCwqAvNatmnlgZrikkz0ErIvDTlIyFqeKyUdhV6yCyR8mrRhVKz5Acii0QjixjmqzQF42GOtaEuDxRHHg5ocSb2PN9btWtpHWTPlk7l/qKz4xELF/IAVEGB9a3/GkyjzV4CpwP8Aexn+Vc3o0S/ZHE7fM5+VSepqorQlsv8Ag+xnfWYZIkBbzBwR27mvdYZ2jHytg+1eRfDeSSHVrr7SGDYIUEe/avU0YtyFNaxbRnNXWpdur25a1kSOdo2KkBwBkH1ryaD4ieI7GRka+Sfa5H71AcgH2FejanO0GnTycDZGzc/SvCCxkG5+Sefzr18DHnT5tT08qwVGrzc8U0epWHxekGBf6ererQvj9DXU6d8R/D2oEKbprdz2mXH69K8Cxk9TT1BC9a7Xh4PbQ7q2QYafw3ifUFve2t3GHguIpVPdGBqfcPUV8wwXs9qQ0M8sTesbEVb/ALX1JJ0kGoXIkB3IzSkg1k8K11PNnw3NP3Zr7j6UzRXB+BfGD6qf7Ov3BuVXdHIf+Wg7j6iu9rnlFxdmfP4jDzw9R06i1QtFFFSYhRRRQAUUUUAFNY7VJ9BTqhuW22sreiE/pQCOKkJZ2b1Oa5D4gCL/AIRzdJgETptJ7Hn+ma6015V8UL+ZtUhsgT5EUIk246sxPP5AfrWDdkeq3ZHMXutrb2m2IDewwF/qayLbz55RChJklPzt7VELV5iQeqnPNaEMiW0kwQYIXLt3+grFWSM3qzXgkihSOCMBgh+Y/SlZIZp3mfuc1jW7uflU4JOWNdD4e0t9W1e2tWz5Zbc+P7o5NSo3Zaeh03g/wcktxFq96PkUh4IvU9mNelCoYY1jUKgAVeAB2FTV0pWQWsFFFIaYCUooFHegBaKKKAClopRTBiUw9akNR0mA6JzHMjjqrA12akMoI6EZriq6zT5PNsYW/wBnH5cVUTmxK0TLdFFFWcgUUUUAVfJt7YNKVVcDJc9fzrEuoLnX5DCS0NjnnHVh/wDXroJoRMAG6A5xTkRY1CqAAKlq5SlbUqWemWlioEEKqQMbjycfWub+JF4LPwnJnrJIqCuqub22s4vMubiKFP70jhR+teMfFnxTFeT29hZTpLbxjezowILH3qKrUYM0opyqJnmWpYike5SGQhzkseBmsoXElzDKOm0dK0JJorm2YzzSFV/gTk1RsJEmvBBBBthYFSWOSD71y01fc7pP3iCO3cxMHp8VqSCewGK0I4DNHIBk7TtZvepL1FtLRUUfO3Ax3pObvYfL1MmGHdcN/s8ZrWhhCXMI7upP4VBbQlflI56k0+WYjVbZQcsoFNvmYMj1RRBbqCeknA9eKxTLvkA/hH61v6vF9pkgiUgNI1U10khm3KV8v7w96vmSRlKDcjW0/RU1PT3aLAmQZC+//wBeui0uzuEt438nsDXPaJcSWPlXCsdju0Lj3GCP516LYYkgRtuMjNYTbOuiluQJcOoAMD59qkWaVzgQn8a1ljQqPlGaX7OoIP8ASs7nRoFjJNGmClaHnuRkqaggX8DVtI9wA7UridioJC0w4q+qMV3UqW6jtVtEHTHFG5nKx5j4xgkaeCPblXmYn9KhXw/NcRRhIyMEYYDpXol5osF7OjuPuNuGa0YrSKFAFUY+lLlJvY5rRNEuLR0kkAMijAcDnHvXYoTgeopi+2Pwp/8ADmrgrESdzA8Z3htvDt0c4Lr5Y+p4rx8dPpXoXxCvM21rbD+OTefoB/8AXrz/ABivoMFG1M+mymny0ebuAxTwMimU8Gu09UjmIG3LBee9Tx5kj2OQc9COxqCYnaSACVGQCKjh8uUb4ZCn95PT6UmYuT57G9ouoyadqFtcjIktpAceo719E2twl1aRTxkFJEDD6Gvmr+NJPbBr2z4eaiLzwwkROXtmMZye3UfzrkxMdOY+d4iw94xrrpozsaKKK5D5MKKKKACiiigAqpqLbdPnP+wat1n6u23TJvcAfrSZUPiRyR5Nee/EjSxLNZXqj7wMLn9V/wDZq9CNc540tJbzw7L5KM8kLrLtUZJAPP6E1i1dHpyV0eO3rGBShHzKNufaoUUSQSSH+PH6VZ1BA6M7PgHgV2Xh3wZFfeEJrnGbmeM/Zs/wgHr9TisoR5tyOuhyFvGsZAPfk16t4J0kWWmfbpUxPcjK5HITt+fWvP8Awzorap4jitLhSI4yXmU9cKen54Fe1RoBjAAVRhVHarhC2pUSRBxT6bRWgx1ITSUUCDNGaKKAFBpabS5oAdSim04UwYjnAqMGnTHCZqJT8opDWxJXRaHJusiv9xjXOA8Vs6DJ+8mj9QDTjuY11eBv0UUVocAUUUUAFIelLRQBww0DTNQ1jV7jX4/tVxDIWjjmOUSDGVKj88n1rwbUmi1HUb17SPy4TIfJTsFzwBX0h4zZYfCeqXCqBKLZkDY554xXzgIDALduTlgDn0rjxUtkd2EjdNmPtjsQ4LCSTGSq9PoTVK3/ANK1GNoWKRhgxXsK1r6y8q6nJHHlkqap6dA8MQMcZZjyW7VMZJRNZp3sdklvbRi5Iwsf3gPUn+tYv2UXN5NeSkCGHoD0z6VNJchJVR2J6FgPXHSs/UL9VjCsAkKnIjH8R9TWMbt6GrVlqMlljQl2bapO41FpsLT3L3cnIJO0Vmn7RfNlgVjJ/ACt22SO3twsjeXkYA9B610OHJESXMxBb/btSgiUFSSMN2x1yK2dQtkj/dpyT3PVj6/SqNmk8VyZ1AkQrtSROijuT6VqQr9slEULbyfvEDOKwaaNFHTTqVrLSitlb2oyXeUyHHYH/wDVXe2dv5USr7VW03TUtwCRucjljW1HGBxWcpXZpCPKhir2NTqhPvT1RRyRx9KlVQfu8UirjY02tk1djxUCoc9KsIhHtQJu5J9Kl6AUxRjrmnA+xNNENj1BJOacF9aaGxmpFJxTbuSxUGB0qUDKnFNUdKkkdIomdiAACSfSritSLnlPjubfriRD/ljF+pNcsfStDWbz+0NYurndkPIdp9hwP5Vnn72a+koR5aaR9nhKfJRimJjmnDFJkUJ61sjpGuMnG7B96ouGtLjef9W3GRV0srMyE89s0ySISRGN+QR1Pakznqx5ldbouWzh4mQnORla9I+E94V1C8s93yyRCQD3Bx/WvJtOlYZjc/NE2K7vwFdG18Y2XICTbk/Mf/WrKr70GcWYL6xgp+l/uPeKKKK84+ACiiigAooooASszXWxpzD1YCtOsfxA2LJF9ZP6Gk9i6Xxo5o0w8VIaaRWR6iOa1LwRo2tXkLPaFZPMyRExUSE9jj3ro4LBNNhSyjhEKQKEWMfwirelpv1W3Ho2fy5q7rsPlX6sBxIg/Mcf4U+hk5JVOUwotMsob+S+jt0S5kXa8g7irtMpRQaWH5pabRQIdRTc0UAOopKDQAtFJnijNADgaWm0oNAhtwf3JqJfuirN5aTJZJOQNjNj3qoDzQxxaa0JlNaOkSeXqCDswK1mLVi3k8q4jk/usDQiZq8WjsqWkByAR0NLWp5gUUUUAFFFBoA5nx2R/wAIjeLnG7aP/HhXh1zZBndQOGUMD6GvV/itfi08P20WeZbgceuAT/PFeYW2owSRrJK4WMoMk+tcWIjKU7RR7GApSdO6W5n6lDEbBrgj5Yxgj2NcsL+a5vFjI2xocJGgwq10it/aFte2wO5ckKB3HUVzNxC8MpVcK5GD7VCp8itLc0r03DVhe3xhmMcC73PU1FFZPK32i7bd6KKij2R3ChF8yQnqe/4VrhXYnzGJI7dhXbhMPzamuDwrryvLYhJwUCKABwBVa6inaaXcSQW+7ngCtSxhD30W4ZRTuI9afKBJOxA6k11zw6c0lsemsFCdTlSsjLtmltmDQySIfbpXRaXrV3bhQUQpnk7ME1SSIDHFTBF9KtYOn1R008thF3Z3Nt4j00RjdPg4/iU1cXxRpI63I/BT/hXnmwd6AgrP+zqRX9m0mehP4r0scCZiPaMmlXxjpCdTN/37NefbRRtHcUPLqTBZZSPSY/G+ihes+f8ArmanTxvoZ4LzD6xmvMAoo2DrzS/s2n3E8rpPueqr4x0Jj/x9gfVSKcPF2iA5F8n5H/CvKCvuaNnuaP7Op9yf7Jp92ert4w0Mf8vgP0Umom8daLH92WVvpGa8u2g9Wb86dsA9fzprLqaGsopdWz0Wb4hWC58q3uHPbIC1zuseMr/VYnt4wLe3bgqpyzD3Nc5sX0pwXHSt44WnF3sb0stoQd7XGgHqRj2pGHFS4pjCuix6BFS5568Cgjml4IOeg60ICKWJmGVI3D5lI70+OUTRhu/QimQBg7QnjHzRn1FNdfLnyOAxyRQYRf2iqx8nUN38L8V02hXJt9StZyeYZlP61zl8nyq47GtDT5ckc/eX9alrdGUY356fRn1NRRRXln5uFFFFABRRRQAdqwvETfuoF9WJrd7Vz/iQ/Nb/APAv6VMtjWh/ERh0hFLSGsz0S7okZk1mI9kVmP5Y/rWp4ji3W8Uv9xsH8f8A9VU/Dkeb2WT+6m38yP8ACtnVY/N02cei7h+HNWvhOOpK1ZM5HNLSClqDsHClpBS0xC4opaSgBaKKKBCEUdKWigYmas2cH2m5SLsTkn2qttJrf0K3VYXm6uxxn0FNK7M6suWNy7e2ouLGSEAcr8o9COlcUOGNd/XFajD9n1CdMYG7I+h5pyMsLLeJEpqQVEpqRag6mdbp03nWMTZ5A2n8Kt1jaBNmGSI/wncPxrZrVbHmVFyyaFooopkBQelFFAHkPxjlaW80y0yANjvz6nA/pXk1izmxiUnIGT+tel/F59/iWzTP3Lf+ZNedwxCOIKvQV2UqV7SPtMpw/wC4hP1LejSiK8mDY+YcflVTVI1uBcGEDzF+b8O9VWuxBdh88bTUiXYh1CJuqv8AK2e4ryMQ06rkjhxri6sjK0+3IuHkPLDjPpWv5fyjPXHNSSWRs7p3ABgm+ZCO1DFecnpXq4H+Fc9bLYJUURKm1iQcU8Lg5pQC3PanqoFdiPQjFXugWpAKQDmnCmaJCYpcU4UYoHYTFGKWigYUHNFGaBhSikzRQFgxThTaUUhjqcKbSg0AOppFBPNKaAIiKTGc+9PPSgcdqAIFfORnlOV/qKdKPMUH1qAuIrxPQ1YUhS0foaEZQabaKk4JjKntS2D4xk8qakmHWoLb5WcUupFrVEfW1FFFeUfmYUUUUAFFFFAB3rn/ABH963/4F/Sug71geI/vW/8AwL+lTLY2ofxEYVB6UUHpWZ6Bv+HExDO/qwH5D/69bMiCSNkPRgRWZoAxp5Pq5/pWtWi2PNqv94zgsFTtYYI4NOqzqUXk6jOoHBbcPx5qsKh7noxd0mKKcDTBTqBjs0tNooELnmlptFADx0paaDTqACuh0P8A48T/ALxrnq39DYG1dO6tzTjuYYj4DV7VzPiOHbdRS44dcH6j/wDXXTVla9bmbTyyjJjO78O9U9Uc1GXLNHLKakBqJctUwWsz0maGjzCK+QE4Djb/AIV1A61xafI6uOCpyDXaKcqD6irjscGJXvJjqKKKs5woooPSgDw34sPnxci/3bdf5muHCllIHGOTXZ/FEl/GrqOSIYwP1rhtUMltD5KYDH7zd/wrWviPZUVFbs+1w+IVDAwtu0c/qFwDe+Wp+VTyRRc3RLh042HjNR/YyH3SDk8gHqahdSH2k88mvOUNLnhzU9ZS6m1Bqss+lbSfnSbp/smp4pRLMwHTis3TYNsZZifmPSr0GE818dK9fDR5YHtYBSjBc2xYDtK5UcKKtKm2orRMR5bhjzjvVjFdaPap6q4AUtJS5pmoUUUZzQOwGkPUUtFIYUUUmaAFopKWmFwoB5pKOlAXH9qM03NGeKQx/GM0DmmA5FOBoEOoAHLUdaUZwMdO9AGbMPMRSPvxOD/wEmrJP7wcdqrshS7uFIIXaMVYbO1D9albnJSu5SY2T7pqtBxM1WW6VUXibrTLl8SZ9cUUUV5R+ZhRRRQAUUUUAHasDxH1t/8AgX9K3+1YPiP/AJd/+Bf0qZbGtD+IjBopR1oIqD0TpPD4P9nt/wBdDj8hWvWVoP8AyDFP+23861a0PMqfGzmPECBb9GH8SDP51lDpWr4jP+mxj/pn/U1kis5bnfR/hoWlFJSig0FpaSigQtFFFACjpTgaYKdQA6r2m3sdnM7TuEiK/Mx6Cs4sFGScCsjV7pXtJIy7IhHLA4NXTi5MwrzjGDuekW9zDdQLNBIskbDIZT1p8hXy23424Oc+leTeCtb1a1cR5SS0Q4YyPjI9B712d3qc12NvCR/3R3+tVP3XY5adOU9SgsYFPxS0VkeiFdfbZ+zRZ67Bn8q5a2gNxdJEO559hXWgYGBVROTEvZDqKKKs5RKQkAUHrWH4s1VtJ8P3E8WPOYbI8+ppSaSuyoxcpKK6ni/jvUVvvGt5cxnMcRES+5UYJ/PNczPtaTzCwaTqT2HsKsX4M0p3E7ATzn7zdzVUKHfaPuryanD4d1n7Sex9ngsJeKc9UtEZupQiKA3DH5vasaNt7fImSe5rU1h2uZlt05A6+5qew0xYEV3GXA4HpW06PPJqCMq2Edavyw2Q+2tzHAGc844FRLII43c9N1Xpm+XA9Kym5tn9d9d1uWKR3VYKjFRia1quI1ZyTI3JPpVnNQxnCAemP5U7dWsdjup6QQ/NLmo91KDTNEx/agcCm5p2R60F3Dr2oz7UcUZoC4vFFNo6UCuKaTIozSUCFzzSZ5opOaAuPBpaaDzS7qB3DnPFGcUZpDSsNMkU1KnGOeT0qBetTpgBT6c0hszJJCXmLHkvt/DNWiMwL9aoSNlkH998/wBa0R/x7qPeiJzUXe6ID71X4Dg1ZcZquw+amVNH1rRRRXkn5kFFFFABRRRQAVgeI/8Al3/4F/St+sPxFHm3hk/uvj8//wBVKWxrQ/iI5+ndRTacOlZnonT6IANMQD+82fzrSrJ0B91m6/3XP8q1q0Wx5lRWmzl/EIxqKf8AXIfzNZnas7W9euIvEt5FNHvhjcKuOCBgVPbaja3IHlyru/uk4NRKL3OyjUjyqN9S1SikpRSNxaWiigQUVHJPFFjzJFXPTJ61nL4h0+W6+ywzB5ycBMEfzpqMnsiZVIx3ZrcCoJrtI+F+Zqzb3UDDxIec42LUJmVUO9sKOct2reFDrI4quL6QLU102A8rgR9/ase8gk1V8RsVjHCj196tKjahKMD92Ome9a8VqsKgAdKxrYhQ92mXSw0p+/UKGl6HFbLjaC2Op61txWpVcocH07UkUixjkUG4A78VxKTvds7eVLRDlYMufwI9DTsEkAck9BUVojXN55cQy8nbPHHeuqsdMjtQHYb5e7Ht9K6oe8rmNSooeomm2AtY97jMrDn2HpWhRilrVHBKTk7sKKKKYhh61yPxDhkk8OAxRl3EygAe/FdhUUsMcq7XRWAIOCM8jpUyipKzLpz5JqXY+b/E9gdJ1l7Jv+WUSZHuVBP6mslVKIP7zcmuk8fS/aPHepH+GJlU/UKKwAMg16lGNoJI/Q8A3PDwk+xWjs0jlZzyx5zUpIUccU9jxUT8irUVFaHSoxhpEgnzsBrNBxAxxnD5rSn/ANWaywM2zY/vGomcGKfvI1kfcu8fxc04Z9arQSK0KbTxtqYNz1q0dNOV4ol/ClFICCKM0zZDhSimU7NMY7vRTc06gAzRRRQAUUUUAFFFFABSAYpc0UALkUuBTaUGgaY4dadK4jtnY+mBTRUF5JxHH6fMaQVJWiZzN/xMLeIdssa2v+XYf71c7AxfWNx6gHFdEv8Ax7Ae9TT6nFgnzOb8yFuhqu3DVYkquxy1UdUj6zoooryT8xCiiigAooooASs7WY/M02T1XDfrWjUNzH5ttLH/AHlI/SkyoO0kzih0pRSD0pRWR6hu+HW/4+F+h/nW7XOeH2xdSr6pn8jXQStsjdvRSa0jsefXXvs8n1iN7jWL6aNlfdMw2n2OK57UbNnKsuYnH948GtOVmWd5lJBZixBPcmqVzfSQxl5VDYOCCOCM10wOSW5PoOo34ea3BZjEAdjt2PoTT7LxReTXDxs9uwUsORjGDVXSZog1wYgyqcAZpLdLYQmQwI798DBquWD3Q/a1FomaZ8QXRkUGaFATjAFH9r3dxqUVvFceYHUjYmAQe1VLw2ttaq7QqhPAPl5x+VZ9td2C3qSRyT/aD8okRMKue/NHJG2ge2m92b2u6deWTWs8nlu8YI+Unn2/OuPvDczX6XcNoY54nWQ4cbRt5PSun8S6hczW8UUr7ivDsF25b29a5C4v3nQKVmmVTtEcY2jPv69K0gnbUzk9Tt7h45Yo9RjUEbAAWPBB6Gp9OsJNSZZJ0KRDnax61jeHNb0n+y/seoCSO4Q8RNyAM8VZ8ReLRZaVJ/Z3yEHyzK6ngkZGK46tScvcgjuoUoR9+bOgt5YJL+RIB8kB2Z9T3rQZsnFc74Rt/I0aIyuWlI3MzHJLHkmtxicnaetea9z09xJW9DVR5+cUTSEZFU2lCHL9zgY71KTk7IJNRTbOl8MyJ/aW58dCi+x//VXaCvK1vRp90k8bgDcPM5/i7fyr0yyuVvLOKdejjP416apezikePKr7STZZooooEFFFFACUh6UHrWbrepR6To9zeynCxISPc9h+dCV9Bxi5SUV1PA/FziTxVqrKc5uWz/KsmlnuHu7qaeQ5eRy7fUmmngV60VaJ+mYWn7OlGHZIacYqJjUjGoyKC5bkFwf3ZrMiz9lbH941pzj93WZFzA4/2jWc9zz8R8a+Y/TnDQMvdXINXQcVS0pAEmz3etDCinT+EWDu6auKrGpFOaizT1PFWdqZL2poOKUGjOKCkOHNOpoNOplBRS4pKACiiigAoopaAEAoxSjrSmgdhu2lxRkUuc0DsKvQk1nztueQ1ekfCcVlXD7Yj6mplsc9eVkUrI7tV/CuoA/c/jXKabzfM1dTHzEefSppbHNlusJPzIn6GoMAmpnHNR45q2d0tz6voooryT8wCiiigAooooAKQ0tFAHEXUfl3c0f91yP1qMdavazH5epyHswDVRHWsup6kHeKZo6K23UkH95SK1vEE7Wvh7UJlOGWBsH3xWJpjbNRgP8AtY/Pip/Ht19l8LTDeF811TP45/pVxOPEr3zy43BW2DuGDH3/AMajmltJ4zbtIVdiFHHc1WlaaSPBXj1yMVVLKk4Y/O27jHaumKOKRrQmKyvLgFPL83btHUdaq6fNcY2v8jdwQDU7TGWBF2gsvrTY2BJ3DketbRRm2X5A9woSQRsp/vJUS6Np7OVkjUsR1XjFRtIx6E5HvQWlBGeM85zTaAJoJLjUIIXuGdY13ZI5wOM1mWMTG+njX5Y/NZmxxzk8VvQEys29izEbeB1+tZgATUrlQVzv529ulUnpYT3LkNpbRyNKFXeVwW6ZqSbTrabRZLKf5opTnI6qc5zUQbAIx06GpBITkYOMYNJpNWEm07mjbZttPZ43BWJc8Hg1ei1BjHyvGOtcwqXUX+olAQ/eRuhqQXmoMhjPl4PtXnTwLv7rPUhj1b3kdO8yGIHHHqazblw86/Z/mYAjf2X1x71QhhuLhlM8zEDt0FXftEcP7qNMn0ArajhI03zPc56+LlUVloiwtrBcWpt3U7Tw3qT611/gu7kNpLZTkmWFsEn+L3/EYNcbDLOWywC55NbWiTyW2vwTF/3UqbH+vb9D+lbVVdHPB2Z6JRRRXKbhRRRQA0mvK/ixrmPs+jxPx/rZgD/3yD/OvTbq5jtLWW4kO1I0LsfYV82a7qkmsa3c30hOZXJA9F7D8q6MPC8r9j2ckwvtcR7R7R/MpKcninMc9KYh5pSea7z7pbDWBph61IxGKj6tQQyGcfKRWVHnypVHUOa1pj2rJi+WWdTxzmsp7o87FfHEk0sZeVD944IrSEODWdppC3TZ7g1rbhinDYvBpcliPZQFK9afnJoNWddkApcUgpwGBQNCqO9OFNFO7Uyhc0hNLmkoAKKKM0AA60uKbnmnCgaCkJpTimmkWANL0ooIOKAZDO2Fx3NZl2wSAsTV2d8yY7LWPfu0p2r9wVE3oeXjKtou24/S0JVpMfeaultjuRlHXGaxtPiC26DFaUMhicH0ogrRNcBH2dNXHyD86jHarckQnXdGcH0NVFBD4PUdqs7Jbn1dRRRXkn5cFFFFABRRRQAUUUUAc/4iiw0Mw91P9P61hiuq1qLzdNkPdMNXKrWctzvw8rwsT2zbLqFvRwf1qn8WGH/CO2sWSC1wCMHngH/GrHvWH8UrzcmjA5IdGkOOnaqp7mWKWzOBtolkQKzTH/gVXYrSFTkKRz3qC3nyMBQox1q3GSOQAeetd8LWPOluSvtCLsHTrTSf3e7qRxkClckgDjNNVgFO7JqiRQoIHJ+pp6li7cZxQrAqpzx70x5du3A4JoGTJLh8Yfpu+Tqaim/5CxG9B5iAhQPmJ6GnxS7z5QTOFPzA4Oay7iZhqFnI2FPKHJzQiWbjIV/Gq88hBAwcmrcoJUZyMiqUqg9Wx3FCAeknHzEhvep4sysFFVQFDdNx96uWglL5HCnvQBZWBR/rZMEdqlU8bYojn1I4pwWOP5tuW7k0ry4bNMQQI5ky5z7CtFARGJBnMZDLisqJ5pCTGv58VoxFxEVduSMACpkho9NtZPOtYpP7yg1Kaz9GffpUBznjH61omuJ7nUgooopAcB8UtaOneHlsoXxNeNtPPIQdf6CvDicNnNdj8SdSfUfF9xHu/d2oEKj36n9f5VxY+ZgtehRjyw9T7nKKCoYZX3lqWY+E56mlPams2OPShW3DpW57N+gN0qNfv1IxwKgB/e0Gbdhk/wB+sub93e57OMVpXB5rOvVJiDjqhyKyqHBjE3G66D9PQNcNzztP861woArFsJB9rVuzjittVbBzTp7F4Fp020NxnFOxil4UUm6rOywnNKOlGc0A0xgOtOBpp604UgFooopjEwfWkpaKADvTgaaBT+goBDTSYpepp2KDWw2hjtUn2pcAHnpUNyWWPkYDHANDIqSUY3ZSciRioPPU1VkiBYACi3m3XUoPA7VcRcvnHFZr3tTzIWrK5LAgRAKnpq45qQYq0d0UkrD43KGrDRpPgghZB39frVb6CnqSDQarXc+p6KKK8k/LQooooAKKKKACiiigCOZBLC6HoykVw+CrFT1Bru64vUY/K1O5Ttv3D6EZ/qamS6nVhZatEQrl/iMd2l6LOOdpliI+jcfyrqFri/H88mLC2CkDLOrZ4JOAR+g/OnS3LxKvG5zNsSVGQQPcVpQIycnH51Vt7OWUKG3HNXY9OyTnfx6tXbFHly3HFd+T8pb600QqucsPzp6aau8H5hjrg1P9itgDlfzNWTcrOQpYBsjHaoiygDBOe/erZtokbAK7frUDrGmdnHbpTEyCOWIalbt5hUklCOoyRx/SqphkvtYMaEhISCzN2puotGjxTYZHR1bjocHvV7R5lTUNSlIB2FsLjrilsw3NfUJY45/KUFiEDDHfIrNLecCFUdOQaiuGluZ455nBd0yUXgD0xVgSBOI1HvQhO5YhRFClhyOak88g7UAznotV2O85Y9Oq4qaGRchYlyfQCmBIftMhX+DPXvUsVsysCZCcdQaQC5bIyqr6Gpoo8t98E0gJ4f3bHPPpVuIKr/h3qltMOCGBAGauQLuWORuCwyfTFJgjv9AGNHg+h/nWpWZoP/IHtzjGRWnXE9zqWwUHoaKKQz5f8R3Eh8Vasko+dbmT/wBCrMt/mmJPQV1PxP0iXSvGM9yEPk3Z81G7HPDD865iH5Ih6tya9Kk7pH3uX1VUoxt2HSnJzSQtkZpJPuk+1RwHEYbvmtep3t2kWWPFQdJqmzlc1Xl+SdT2IpMc+5FcMAwzVdsSIQelPuyWYEdKhaQIhycVDZxVZq7TKungtqCQk4Ibj6V0csmzIrmdOuYX1kEnpnHua3izTOSRhamk1ZmWWzjySSd9R3LU4KRSgqO9OzWp6YgpRRijOO1MAOaUdKTOTS0DFzRn2oFLQMAc0UgpwoAUDFBGaWkoKSEHWnDmkHWlBpo0RJFE80qRxrud2CqPUmvXdV+HKX/gyz023aKG9gw5kYcMxHzAn/PSuP8AhxpA1TxNHO65hsx5rZ7t/D/n2r3M4rixFRqVl0PkM9x841406b+HX5nzJ4q8Dah4PjtpryS3kWdiqmIngjnnIrBinULhgQfWvcfjHo01/wCHIb6Jxiycs8Z/iDYGR7ivCktZpD9zH40QrJL3jTL8cpUrzepbWePuw+tDyRk/LJg02PSrlyAqdf8Aaq7H4Z1FgGESkf71P61DueosXB9StFcNuwSD71YhuEZ8Hj6059A1KAfNauR/s4NTaTol1qeqwafGhSWVtuWBG33NaxrReqZtHExjHmctEfUdFFFecfnQUUUUAFFFFABRRRQAVzniKECaGXH3l2k/T/8AXXRVieJ3EOkNcFS3lMDge/H9amWxrRdqiMAVz3jWz+1aCZBnfBIrqR1Hb+taNlfNdZJAUdgKdqlt9s0yeDkll4579qwhWjzI7qq91o8wsdQvEbDSIcdnUj+VbkV3dumRJbAd+ap2SiTIYDduOc/Wt2K2jZccdeeK9ZbHiMpgXMnBmhH+7ULWMzPj7SvPetgaZCeqr+VMbTrcLgjB+tVcgyTp7J0uR75pj2/ljIkDc+taDWdshI5z7E1TdYQxGCB9aYypcKzW8iyIrrjjPWqwhlj1GO5ifYr7uR0YnB5rRLRIjFRke9Q28sIjiTZjG4YznuR/hUSTuNE4IaJUVeQPvemetPVCAAuCR6+lMUkEAPhKVrqGBfkbc/fHNNITLKQHO5+n5VOsscTbR1x0FZkUk11yx8tM5960baKKEgq241QieO5kZwEgI9zUymViPlwfap41/iwME8VZiJ3fdH1qbjK8VvJcSqjDapIBJ9KvXa+Zc7IuEQBeKYH2TIWAK56VIkb7zjgF+fzqG9Ro7/S02aZbr/sVdqC1XZaQr6IB+lT1yvc6EFFFFIZg+KfDFl4p0prO7XDD5opR1jb1FfPviHw9qvha9+zX9uzQFsRTqMq4+v8ASvp81la/aQXehXsdwiMvkufnGQDg4NaU6rgz0MDj6mGlZbM+YdxIwFPPemMkiDOMD2rorfw5dSnieLk9watN4P1FhkTW5+uR/Sur6zT7n2SxNJq7kcn55BA5FNmlBYMc10k3hXUoxwtu30kx/MVl3OiX8OTJbcD0cGq9tB9RSxNNq3MYU0o2Y2nFZV3M0p2JnJ4rVvs25ImjZPTisxY8nzSfoKxqzXQ8TMcUlG0ZbkMdosIDY59avw6q0RCSneo6HvVR5SOD0qpIVzu7VhGTi7o8SjialGXNBnVwXkEw+Rst3B6irIcZ6GuJaRlJdXwcckd67HShBD4LuNUvY33K+2J0bliRgAg+4rojif5j3sPnvSrH7iwOacaxLbXY3X94MGr8eoQOM+YB9a3jVjLqexSzChU2ki33p1RpKj8KwJ9jT89+K0ujrjUjLZjqWmg0uc0zQWlFJQDQA6l700MKXcM9aC0HelHBx60mRmmtKqZY546AdTSbSJqVI04uUme3/C7SxZeGvtbD95duXz/sjgfyruhXL/D+6F74H0yYLt/dlcemCRXT9DXlzd5Nn5ri6rq15TfVnFfFGXb4OdM48yZF+vevHLW2UjpXqnxbnA0mwt88vOWx9B/9evObSLOB0zXFXlrY68GvdLdnbAsDtrftYcjpx71TtIgMCtqCMBRXG5Ho6IWO3VgMrgVveGdJh/tI3bIpaFfkOOhPH8s1QgQH3rrNCj22rvjG5v5V0YZtyOPF1GqbS6mxRXj/APw0d4P/AOgbrn/fiH/47R/w0d4P/wCgbrn/AH4h/wDjtd55B7BRXj//AA0d4P8A+gbrn/fiH/47R/w0d4P/AOgbrn/fiH/47QB7BRXj/wDw0d4P/wCgbrn/AH4h/wDjtH/DR3g//oG65/34h/8AjtAHsFFeP/8ADR3g/wD6Buuf9+If/jtH/DR3g/8A6Buuf9+If/jtAHr9c144n8rw8yd5ZFX+v9K4X/ho7wf/ANA3XP8AvxD/APHa57xT8cvDeuQQRW1jqyCNizeZFGM8e0hqKl+VpF0rKabOl0htshzW/wBRmvJLP4uaBbkFrTUj9Io//i60v+F2eGsY+w6t/wB+o/8A45XFGlPsehOtTfU0ruCK11W4jNq+Cd6sjdc+xq5BLCq5Czg+6VxN78VtAub3zls9RClQCDGmev8Av1Knxa8PqB/oWpdO0cf/AMXXsUppRVzyKkfedjvVlhIBJfjp8tKxtzyc+vIrhR8X/D4A/wBD1P8A79R//F0jfF7w+R/x5alz/wBMo/8A4utPaR7mbgzspHt9xIIGKozTW2RhQT3rlm+LHh4/8uWoj38qP/4uq0nxP8PuMfYtQ/79pz/4/R7SPcXJLsdFcPGylUAA61mo2yUgdmJ/lWFP8Q9DYjyrS/HHdUH/ALNXVeG/D994uljfT2ENs6LK0kgzsVhkZ9TRKatdDUXezK5mVELyuFHaqy3oYn7MgIJ5dqg13S59K1+70+4lMv2d9qtjAYdQcVNAqAAAYHoKalfVA1Y1LCNid0jF/UHoPwrbt9ucBVA9hWRaYwu0knvW3bgKuOPrVCsXo344x8vpT2LDr6ZqCMYBIqY/Mu6pEKpDsNw6Vfs42kuYRnCF+B61RjXsBzWvoyeZq9tHgHbyaib0KS1O7UbVAHYU6iiuU6AooooASsTxXP5Phq8OcFl2D8Tits1yPj+XZo8UOceZMPyAqKjtFs0ox5qiRxFlDt29K2I1+UVm2X3RWov3OTXm8zPcuyC5VQp6VyWryDJXOMV0OqXQhiPIBrzzWtUO1grZc8LzWkHJsic7K7OZ1eY3GobQf3UeQfc1QlYIuKsOm1QSck8k+prOuGOTXfHRHkzk5O7I5X3GoCeaUsSaTcMVVzO408HA9K6rX9Rt38IaLp1tHswN7sRgvgdf++i1c3BC11cRQxjLuwUY9T0q/wCIZVbUzbRkGO0QQLj26/rmmBlFcYwetKruq7cmnKMqBShcGgd2TQ3s6dXOe1aMeqyjZlmPr81ZyKD1FWo4lK002uprDEVIfDJm3HqcbJ94hvdRT/t8YI+ZevUjFYYgOc80pjY8c1oqs11OqGZ4mG0zoPtYPIdMezUfboxyWX8xWIkLkfeNP8pwOmapV5nQs5xK6m0t/CVOHB+nNWdOP9ozyRxvFGyLuHmsFzzjiuRlt3LbkG0/lW54Mt3m8UWaswCkkNzkYPHNH1iZTzvE9GiW8vGs9QuLO4ZVeGRo22c5I9Kh855IyxG1SMAE9fr61P4ot47PxfqaySeY4mJPHXODkVneY7/Ox47CspVJPdnDWxtetpOVz6A+DWofafCctkxBa0nIH+63I/rXo5rwn4Ian5fiG/0+RsG4gDque6n/AANe7dqg4ZbnkPxWuvN16xtAf9VCWI92P/1q5yyiLEcVb8bXJu/Hl/zlYtsQ9sDn9c0tgmE7mvPrv3j18LG0Ea9pEABn0rSiUcYqrbqAo9avIBgYrnOlluAd67LTY/LsYhjkjP51yFnGXlVRnJIAruI12Rqo7CuzCrdnm42WyPgOiiiuw4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvtD4aabDp/w90IxgbrixgmdvUsgP6V8X19veBP+Se+Gv8AsFWv/opaLiZ5h8VLVYvF4lC/62BW+p5H9K5a3HQdq734vWrLqOnXY6NGyH8Dn+tcPbyOVBUjHcEV1UnoZTWprWUQKqd3FbEWCFHesqzdmGOOPatCBicc9ParZBpxgE7Qe1Ox2HWmREhMnqBUiSA4yCfepAkU4bFdD4XhEmoPMAcInJ9zXPJ94kjtXaeGIGTT2mYAGRuPoKzqPQuC1N2iiisDYKKKKAE71wPxDmzNYQA9AzkfkK76vMvHEvm+JVQf8solX88msa7tBnThFeqihZgYAHar0jbIs5qrZoNo7UalOscDe1ecj13ucj4k1HAb5sCvPLmZ7iUtztzxW3r16Z7hkVuCeaw5CFSu2hCyuzz8TUu+VFaaXC4z0rNlcnOaszOCxqm4JOa6TjYwngUHBHSjHrSqu5woHJ6e9AjZ0GNbSO51Z/u2yfu895Dwv+NYxcsxZjlmOSfU1ua3/oVpaaQnBjHnT+7nt+ArDZcHnmmIVQR2qZcGo1YVIp9qYyeNMmrUaY7VWh6g9q0rcgDkZoGNG4jpTgD3FaCeXgfKKUpER0pgURxTw5GaldEB4ozGvagCrJxyQPxq/oUjQS3M0Zw6WcjKQv3SMYrOmkLOcAVe0YhY9QJHSxk/UgUAMkle7uTNcFWlcAFsAdAAOlQTQzAEKMY70rTwxAFiSQBjAqG41KaZNkSEA9yKljLfhPWJPD/jPTL4SEbJ1D89VPBH5Gvr4MCgbPGM18Qx5iv4HckkSKTn619o3tx9n0Ke4H8Fszj8FzSREtzwK6n+3+JNSuByJblyPpk10dlF8qHFcvocbOPMPJJya7OzjwBzxivMqu8j3KStBF6KMDk1ZQelRKflqVCc+lZls3NCh828Vj0UZrqx0rD8PW3l27ynkscCtwV6VCNoHi4iXNUZ/9k=",
"path": "030289.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030290 | Women Tops & Tunics | {
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",
"path": "030290.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030291 | Women Tops & Tunics | {
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",
"path": "030291.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030292 | Women Tops & Tunics | {
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",
"path": "030292.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030293 | Women Tops & Tunics | {
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"path": "030293.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030294 | Women Tops & Tunics | {
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"path": "030294.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030295 | Women Tops & Tunics | {
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",
"path": "030295.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030296 | Women Tops & Tunics | {
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",
"path": "030296.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030297 | Women Tops & Tunics | {
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dpIrC8eRPF49mWQEH5evWtjwAzR+LIHQ4ZVfB/Csr4gXD3fj2WVxhiAp4x04rOSfMFBx55LrYokjPvnP4U5x1z1BNI/Kqe+2nHG6QHuf6VsYgwOF981KhCjIGcioy25VXHOetSEAHjpjvTRm9rCIMKR709RiQE9TxTQMknt1qReZI8juapEtkp/1me4xS4+fjn6UrhS6+45pYiN4BHNMyvpc2/BpYeJrEL1Mv8uaxviYzP8RJGkGM449Oa2PCQKeJLJx/DJmsn4pBW+Isu0YUAAfnWFT4jrwbXNLX+rEirtYcHbsPX6GnvjYueuefypoywC45Cf0p7gFQRjoOK6EcEmO5CMBz8wJ/M01WD+XkYAIpwOCQem4YpYojKVRRlsgCmRe7sWmxarJNJjAAwD61xWpaq1xcsF5QHrWt4k1EZeGJyY4vlB9T61yZYEnjOa8ytVc5eSPrMBhFQpXfxPceWkkdmOT6kU4EYyecVGWKAbsfStPRtIk1SceYSsIP51i5JK7O+EHJ2RJpGi3Gs3CqoZYf71er6Dodvp1uI4kAUdWI5Y03RtKhtLdYo1x6n2roY4iAOAMV5tas5uy2PYo0FTV+pat41ABxmr8aAiqUXar8I3NisY6uxpKQ4Jxx0prLg4xmtKO2DDJFQzwbG6e1aum7GCqK5kyxFuO1VJbYMeVBNa8iFev4GqkgPOaxasdEZJnO3+lw3ELJIgYGvOfEfh8WZMsKsyHqO1etTLgHjNZF9apPGUYZyPSrp1ZRZNakpo8SDMrbcHZWnpmpT6XcCWI7o2+9Gx4YVb8RaU1nctJEMA9RWGWeBd4GYu4/umvVhO9pRPErUVrCaumeoWF3DeW3mQEnJBIPb5SCPzNW4RyyEHO09e+XNcBomqixuFKsTG/3lPQiu9tpVnlSSNsxv/F7bq9KjU9onfc+Tx+DeGmraxb0JoIfMeOPGEYg/jwKlPl/biMEqEkz+bAfyFQW8hijjOeBHuBPsTQgKXSqcZVcHn6mqhHU5atS8didCHaKIL1hJP1Gf8ahDFgu4HBOf1NW4EFveOshwQpGfTIBFVjkCJSOQCc/8CoTu9DOULRvLoPiIXORzuHHqMGqnjRh/wAK6A/6fB+HSrrDE5Y4I2r0qt44Tb8OOMFRqB249N1ObVhUIP2qfS/6oq+DQD4ciBPOX/nW6MGJ8fdwjflXP+Cfm0CMD73mNn9K3Dk20gI6JWltEznqt+1kvMlJHmFB1Ykj6VatyUUIDlTkfmtVf4wy9h0P0qe0I3RAngkYz9DUyQUm7IZHhypHXYeB2p+cyA+kZz+FMhyrqMc7TUsag8k4Xy2FZ2sjpesr3JXRRCSSQWYA8cAdaSRBsz6MPywaY7sLfKnJBBx2GBSrkxSgNztX+VTui3oznfiUQfCFkV6G86fhVnwFIF8L2wx1Z/8A0I1S+IrA+DLTHa9Ax/wGrHgjP/CI2zcjbI+f++j/AI00zSS/cq/f9DqLX97bxr3Unp9KlVkJ+7zgcVXhBRwq/dO5QPzpY/mnwc4A4P60zkkrWsLKVW2K7c/KQCP8+1K6BsKnO1tynp6Zx+tPG4bD/CwBp0ODJFIBk7TuH1NZSVtUdVKSa5ZD7NwY5lAIBjBz75NEio0IkQ4YJyPqRUaZW3mK/wB0Djv/AJNOXKSsifNGyjB9O9JLUqo1yWLSBfMSPHDoR/OvLfim27xBaen2Jf5mvVVLAQSbQdrH6j/Oa8n+KJY69agjB+xr/M018QUVZx/roejW8Y8uzm+6vlR4b14H+NSorBIsYym0Nn6mobYs2k6cQfmEK5B7kKKlkHzZL8EJjHXIPT8jWD3OluxpcOJmUg9Tj2zk0ik/65F3K8I/HnpVazyjM7s215NmD2BHWrNso+xwEHKlR8n0P/16TQRlc+Zejdaep4pmMktT1GcV2I3Z1fgKQL4wtd2dpDDj6VnePwp8ey7EVF7ADGferXgNwnjCxLdNzKe/8JqD4gu8vj9y+eVAGfTFZv4hUlab9DL/AIRkdFp6/M27Hb+lG0tEpxwODQv3h+HFbGHQeODgjGD/ADqSXBHHoKYQTyD97GffmnN79e9UiB2flyR7VJCu6VdvUZNNIxED7g0sTMjAgnI4pmb2JoznDgdTmhF/eDB+lKnCqPTNIp+cZ454qjM3PCYLeILYDqXArK+J8YX4hcEbWVSMH3rW8Kkx+JbAqoYiZePWsf4jsX8eK7LjcBge26sKu504O3tH6FlVzvOf4MAUxecZzjAp8YyrEc4jpAu5M98gfoa6EcMn0HnAHHU0sshtLGe4B+YN5aH37n8qTB8p+nGP51neILrZ5dqGwkYLv/vN/wDWrHET5YHbllD21dX2WpzV3N5rFmYklv5VUY7RnpUsj4fg5AHpUQHnuPlx6n2rzEfWSepJaW3nyBnyQe3rXonh+yCbflyfQVy+h6fJcyjYpxnHNeoaTp4t4lGOe5NceKqfZPSwVK3vM1rOLai8VpIue3Iqk00NtHlnAI7Zql/wlFlHIFLjG7aTXEot7HdJnQRryM1owJyMisa01O1uT8si/L156Vu2xXgkg1rTi76mNR6GjEQI/fFQSuN3PWpTnZw3QcVVcsW5FdMnZWOOKu7kEx46VSlq5N0z71Tl55rlmdcChLyxFUblPlzitCRfmPFUrkHbzWRvdnFeJrdZbZ/Yda8/WQK4ibjsfrXqOqQ+YjAjI6V5TqkL2epOnbOefSvQwstLHnY2FveInD2krPHzGfvJ1xXW+GfECRkQSsfJfjOfun1rl0lV0w3THHt/9aoCTaSbkzszkiuxSad0ebVpRqw5JLQ9miQeXBHnJk+Unt1/+vT5kVpfNRlClyNp98//AFq5Hwv4hWZUsrh/m6xOfXnA/OuwuUEUhUL905yD2IA/oa7qdRTs0fLYvCyoXUths7YvNzNuMiB+Dz6f0pso3MMHPUfqDRKuboDaRiPFJJuRVYHnKn861gkjz6spSvfYm3AZ3e386q+NuPh2OflN0PzzVo7XLfL0B71U8aID8Ol9VuU/nTmrK7JoT5qsUvL80UfApI0Tnp5jY/SuglUYmAYng4xWF4KAGhIfVz+jCuiKbp329RkVbXufIzqNfWJX7kSOQ2c/wfgegqeAgbFJAIKf1qAhllQ4xmH/ANmFTKQFJOCQsfb61F7lKPLsGfm3Drg5/Op9wErKThTGxz6ZFRMPnbK9Mj+VCoWmY5J/dsP0FLTZlNO915DoA32eXOMA4J79CKmVFEfB4bAB/HFV4mdpLhD0JHP51YHlrGwPTqP++qzSNm3szmfiIuPCFuB2vx/6DVzwSqjwjaDkli/8zUHxHTZ4Og978HPr8tO8EMx8LWQzj96wB/4Fj+tCNf8Alyr9zpoipBcZADhcD8acq/O5BJ6Y9u1Q2zSKreZgEzHip4s+bIpA7cnvzRa2xgnzbjoclo0B6Dqe1JF+7jViwypwRSwsEcZxkqBn8cGiNcxjHBQkEjuMVMky6bjew5mVUlBOEPAJ7c8U+FBHG2JAw5Of+AnBpjqJvMQAHjJ+vtRbA7SjcqVIH5EUhtuyLW8A+UWPzK2cfhXlnxTBHiO3Gc/6Io/WvUflKSnPzLgDt3Ga8v8Ainz4mg9fsq/zpR+I2pPWP9dDv7NsWdjnosKc/gKlu3QRZI/1bJxn14qKJZPslrGuflgjwSO5X/61SNGHjfeNoZlBzz3GP1rOW5pe7L9u4CxkjG0/MCO+KlgnUWqrtbCNjp2/yKgTdvQNkK5OcjpwKlVAsYBA+Z9oPTkmkxJs+ayOKepGOKaDlaVRgV0o62dB4JwfFlgPVz1+hqLx4dvjvdyTgbvrUvgllTxfpjOBt87Bz6EYqH4gqE8duASRnjjtUP4gpr94/QonIjVR3NOjx5gP90jig4DlRwFNIp5zWxz9B3Xv0p5GQaOAPqaU8MwpkMcMlMA/WnqF8xey5BpIsEjjrxS4BJA7MKdjNvoSIPnYUYI2EU/H7zHtmjHyAdw1UZ3Nrw4GTWrKRBki5RMd+azvisQvxAiQLhY40GP1Nanhjc3iG1VRyZRge45FZHxXfzPHUTbiT5KZJ9awqr3kdWC+J/10JocCNx6qAPxp7KRCpGMCQD61EhzC3P8AElSSY8oDPWbcPauhHC9GLbjdlW5HH/oX/wBauU1Wf7VqNw+47S+CfQV1auERycfKuc/QE1w1zMDlEIKgklvU1xYvVpHuZLHSUyrNJukwOnpVmygM5WMcuxxVI4HJ7V1vgnTvtmoqxXKoMmuKb5Y3PfpR55pHceH9JW0tI8r8wHpV69vpo/8AR7JN0/fI4FaaQiOID9aryTRWmWGM9z615Tld3Z7sIdEYP/CP6ndt5t3fuMnO0mpLjwzM0Xyzh26ZI7VPLrDSOFU4A71q6ar3ILFLlscZCcValK+hc6UYq8ji5LbUtMYvuZV+78pra0vxne2wFvdjeq8B+/tXQ3dhCwMbHnuGGD+Rrn7rQ1EgeMDirVTozndPqmd1pHiCPUFARsn0rbP3Q2eTXA+GbVraQkg46Gu+kdUsd/QkUoyvczqR5WirO+OKpyMv51U1C+MMZkPSuUuvEjhgQRt5/PtWOsmbJWWp1rkAdap3A35HauPl8WSxtvwHyMKAf1otvGf7wLNE+xepA60/ZS7B7SPc1dRjCofavLPFUX+lJIBz0/CvT/t1tqtm00DrxwVzyK858VIA+O4PFbYa6lYwxVnTOe5XAB7Z+lKH6q3Q1HHOrAKw6cVK0e4EfxL2rvPKWokDtbS45A6g16R4d19NRhFpcsBcgAKxP3wM/rzXmykvGVJ5HNTWly0MyFWKspyCOxqoScHdGWIw8MRBwke14LSEuRllAHHbj/69QO2+Nm9Cp/Ksnw1rn9qyRxTELMuBjs4Hf61qoVFtIeSDtHH4V6dOSkuZHx2Ko1KMvZz/AKQ49yON/P51W8aHHw5kH/T8oq3NtUZUH5Ez+tVvGYB+HJJHW7BOffFa1L8hyYVpVk15fmUvBpz4dTHZ3/8AQhXSRlcsWPJ4/lXNeC/+RaXH/PV8/pXTAA7jjqy/qKafuk11evLyZExLBCT/AA4p+dyjHTy1/GmfKHXIPI6fhTwMlARn5D/Wo9SlYlX5h1GSC38qdb7mUjP3UYio0OxkPUbSKIGCvKuSdr4H0OKho1jJRQsIYmUluvQ/nT3BaMPgZGfyyDSYCNLg446f99U+JN8TK2SArEY+gqNkaXuzB+IwI8FWgI6Xa4/75p/gdQvhW2Pfe5H/AH0P8Kj+If8AyJNqx73o/lUvgjLeE7cD+8+Pz/8ArVUSp39hp3/Q6IIhiLn5fmK/jnipcFZGZ+SP0NNTbLE6txiQsDSp+7PzZYKOc9KJIwhJNXGw7TGG3fdA/H5jUgKp5WGO1lbIz3BqKEKY14wCQPxzUmFE0agcEMD7dal2Kir6jodq3Rw+MSY5+pp0IZUiJI3EHp+FRFR5j4GSW4z64NSQjMUGc7iSc4pMr7NidVEiMAwBYkY/GvLvigx/4SS2PB/0RDn15r063dCiEqTk7vrXlvxM48QWo7CzT+ZpJam1B+8v66Hp5ZXsrNgQrFFX68f/AF6VmChVzlsqMfqKiQn7FanGWCJgf8BHNWAiiVZZcZyDjPYCsXY2Um2PgYmJXbO4Nzxmp22vhTux5gbB/Co4yVDIV9D1qUnksq8llPHNIXzPmsAcinKKYhqVBjnrXSdbZteEMDxTp4Y4BmAz6UnxET/iulXocDP1pfCEayeJbFH6GXFL8Rl2eOlxkHAHJz0461EtyaX8V+hnR/M7HHPB+tAABOPSlClcMp59KUDLD3H9a2MLjtuc+oNDoQcd+D+lHQYz3p4HB3HkKKZIqDDL7E5/OnqMEEf3qQYJzjHzUv3TjseaozZL1kx07UpPDfnQoVmIPB3H+dOKY2e4pmbNjwwW/wCEhsD6yjmsz4r8eOYjgY8tenetTwxxr9gDx+9H86yPisrL42TfnPlr1rCr8R1YJ++1/WxPHg4I5+Zen0p8oBiwMDDk5qGAYhznjipeWjJA55PH1rpRwy3G3pI0i8wCG9B9K4L7DeyIJBbv5YH3sV6heW6R6U8bD5iQzkH8cflXJz6sF3K0COM8Zzhf8a8nE106lo9D6/KME6dC89L6nMRxs8gXkc4PFeseAdNCWUlwV+8dq/QV5+T9puU2hdzHAwMV7LodqtlpUEAGMKCfrXFiJ+7Y9nC0rTbNBoiUxXF+Krq404b1CvGfvKeD+Br0KBAygVi+IdD/ALRtygiRz6N0rjppKV2d7m0mkeTw+KrnzT9jtBI+OrcgVoab8TtatvtGIbRgP3pDfLgDjA55qxHoUuh6pK0sfmQnAYAcH6VTbwmbmeRrUQSQ5yglfaVHoR3xXoRdPocFSNeW7Op0/wAfweJCkN3CbWeR8RsOgwOgJ7kkfgK6Ah9oEijPTI6H3FY1h4Z0pPD0Nktu1xOCXeZeMMfT6V1GkWVzFaSJqX71IR+7mIwX9AfcVhWUXsb4eUoq0inpkmLjb6Guqu5QunoPTmubtoAk4ccck1r6xIY9NYjqEzXJFWudNRXaOP1rU/tEv2WNjgHnBrAexEj5+Zj6KK3tG017kPM6/M53Mf7oretv7K06UC6vYLdscRlwD+JPNaUoS6CqTjHc4SLSLUHNwXTPYjFXR4d0+WP5GZSec5zXUXs+jXcTG31SFmLYCeaG/MVys8jWV3tJAB5+Xp/9aqmqkRU3SqLQx7izuNA1BJlbdAxwSDjI9xWF4qlH2g4ORXaati706WM8kLuFeea6xa5RScfLitaDu7nLi48kbGJKApyOhHarAlbMbjOcYbFQ442sOvcUqcMy+nSu9o8qLZbJDfOvXuPX3oKh1+UfSoI2Kk4Py9RUysAQegPX2qDRFzStTewvUckjac5B6e9epWN7HeWCyRsrFjyR07CvHpU3HIGSOorqfBOsGG4NpI37tjwD2963w1TknrszzM1wn1ii3H4o7f5HoyfOqgDl8jn0qn4yz/wriQEfdu1/pV1F4jH90/1qn4wGPhzOT0+1L+fFenUfu3PjcLpVivNfmVPBIx4eQdjI5roYvmJBPdAfeue8En/in4Rn/lo9byPy2OrEY/WiOyCurVZPzYFdqr1PBI/SpxlpFI5yG/QGoZCPkz/DuHv0FW40GARwSXA/I1m9y4tNIpxZaOEE/NjbUudlwVA+VmBP6VHA33OOMZqdgGlQ5Aw3I9f84pt2JjFtaiqMtMM9QSM/Q1NExeSE4GcFSPbbiomxh2XlsHPPtTo8pKBycPkVEjeno2YHxAJPgi1B6re9Kl8CHHhu0GcAu+T+JqP4hgjwfGD0F8Mf98ipfAmD4Ythxne4H4mlE1k7UPn+h0SIRbzhTn5gRz2qSE5ABOMr0z701QrRHPRjgjt0pqgfPngqoIxQ9zngvduh8TbYSCvzblZfTgc0sEiHyHRAHMrA57g5pSiiThgqnBxn/ZqC3jKooXkK5JB69DzUNJm0W0rIsRky7nBwVO4EdvvVYtSTGoYciSq6KDJJGrDnLfjinwh2ti2cMpz1+tFtBczuhyRuLaJo2AZGBOO4/wAmvL/ieS3iOHPX7Ig/WvUlRvI3LJ/Dj8a8v+KAP/CTxAnP+ir/ADNTHex0UfjTPR1WQwWxyGXyo+M9toFTzBgJs4O0cH2PFRqVNpZFsDCRg/Qr1qdgNsjDgtGvXvj/APVUMdiVjtc4HVc8/hTDvePCHBIQgjtUUzMQjnuen4U8ttUfNtwqhvzpegm+jPnZRx7Gn4+WmJnIAqQD5ce/Brc7nubPhXH/AAk2ng9POANHxEP/ABWkPBBAAOe/vTPC5/4qawBJGZRyKl+JZYeNoS+dwRM5qJbior978jOX69BxTgQH454z+tIoA4x8uOtIpKyKfUc1sYNaEjqB0zUjKpkIXJHABPfpUb9Wwf4jing8e56VRDHMdqCkJ3AEcUZ3Jxyc8/nS4IGB60ySYY8wn3qUksoP904H41EvXHv/AEFS9lHqc0zGW5reHGxrlmQcYkGDWb8WNzeNYWb+KJcc9qv+HgDrdkOgMoH61nfFUFfGkYIxhBk+tZVdzowLtVa/rqSW6hlAB6Dn9KtWMTNMI+MMe/1NVbNwrMpGQR1744qxFKYreeTO3AwG64zmrnK0WyKFPnqxj3YatcLeG3so3KRY8ydh1Oeg+uBWY+mmRCIbUhOodzgCrmmwfaUDRk+ZI28LjnYDtzXZ6rpsVppO8jLFcBT0r5upUalY/RqVJciR51ptiTq9sjurlZArbenrivW4CNgrgNH0eS2uYLmTjfIWC+2K72AgIOKzqy5jopQszVt2xipyMjmqEDnOM1ejcOQAayixzhqVbnTorlSHQHPtVMeG7fcCuRg5xmt8J6U9Y/atUZX6GNb6JBBjCnjnk1ZnwU8rpGOcetaDrhCT2rHu5sNtHU9KU5FQV2MiTdOo4xU2ukrYOB/dxT7OBiQ3eoNfV2tiFrNSsjV6uxl20N7Jp3l2U8cDZHmOVy23/ZB4zXEfEHw/bx6fbXNsJHmZyJ5JcmQ8cE+1eg6Jhk2t16Gl1Sxm8pgPnQqRzziuilU5TmrU+d2Z4XBo9zqGrQxwwJGJWACQ5xgDk+3rU9xc3+kX32K9mkeHPDMcmvQUt5tKmlexghi3nB+XnH1+tcve6RPqGoNPdrujLfMB/Suh14y3OdYacHeLNPT71b2HapU/L2Oa4TxBJt1d4yMhcDBr0zTdJtrCzYwMcEHqBkV5T4hk365c4PIftU4dJydgxspezV9yDGAx7EZFIitnI5GOaSIhl2k9OtOjJWTGeldrPNERuQD+dTRtlivf+dVyCjEjoD0oWTc4OcH+VTYrmL3mK4APD55NLYTeTqMUqnB3c1VzlSQOe9SmNTKGBIU85x0/yakpantFnP59lHMp7Kfxyf8ACk8ZY/4V1c5/5+k/PIrL8H3/APaGkunVosqwPGRjj9f51qeM1z8Opz3M8ZP6V6kJ89JM+LxOH9jjeTpdP8UUPBR26DER0ErZraLYCEZ6tn8P/wBdYvgvnw6OcfvTgmtlgAqZ/iZ1P+fwraHQ8/EfxJerHklXcA5wGH8qvQyjMJOcbmz+RqkT++Y8ndkY/LFTwjKwkEr14qWu409NBkTD5Tgn+GpYhmcYwQSP5moo1bcozxuz+tTQqyyBi3Ak2n3wf/r0pbjg9NRl1mOKVMAHcFqw7BS7c4U/ruFQTnf5nPJYH9cVPMQUuO/B/DpU26mikYXxEdpPBluTzi7U5/Cn+Ax/xS8PtKxH/fVRePDnwRAf+npCP++al8C4PhmEE4yzn/x6mrJsuTcsP8/0OizIrDaMry2B9acxLSSMoyQoB+h5pFRlAVD8wbnB/X9aSPIjLZIyoJX86TtcxV+XyHnLI2ewUZohZlkboOhA+oprYEf++oBHenDIlXaemAT2xyRUtalwk7D0JEzyALuAyQKkjBWMjrzjP41Eiht5yNxQ9O9SQvmFiDkgqTSSCb2sSb28t87fLdsfQ5/wry74n/8AIzR5GP8ARU/ma9OC7baRd3V9wzXl/wASt3/CRwZOf9FTP5mpijpoN86TPS0BWytc8gxRnPqMVOA4giB5byyCfXk4qCEN9jtcAAeSuOfUVNExZIssTwVOP941EtwTQk25oUJGcjP0p6qxtzLwWKAfiM/4UqqWgbd90L0H+fahcrbEcgANgH03f/XqRrVnzsvUY7HrUmCQB7k1GoPWpM4Oc8Ctj0Gafh5tviDT2HBWZefxqx8Sy3/CaoWxnjkVX8Pk/wBt2ODg+cvb3qx8SFb/AIS23ViSRgc/WpkiaT/f28jP54/EU0k+YPanZyeOh5pOkgFamIrZKkn1pVOdoPUA8fhTiAT6YJpANrA+/WmJghIP41MrfvF9MmolIJ47mpF+ZsHggmmiZEzHkH/PSpDwwPXvUed23jsM1KuCPrVIwehqeHv+QzZ47zDn8azPiisg8XwvIOGQAfgcVqeHv+QxZgn/AJar/OqHxX/5HC3yckRjp9ayqm+C/i/12CAAHPXOKJy39l3Iz0GOPqaSEKFy3QANVqKEPYakjY2heCfY0Vn7j9DTBq9ePqUtAuTb+JtOTcfJa28n8T83869W1AQzBN/MZxg9sV4es72dxBcjrFIHAPcDt+VevWUhktYZrSbzrRsSRqx+77V87iYu6Z+gYZp3RBemEaqIoyoCoGVR2FXY2+QVDfWUAvo75FkSUqVZD93B7ipFBArnex1x0ZdibpmrcD/Nwc+lUIhnGDVmHhs/hUrQ0aubMRyAc1YA/wD1VQhf8quLk8jpW0ZHLONhZQoiZj6VzbSx+aZHPU8V0Fwu6BwDyRXnmr2l9d2k1j5z2s2TiUfxD2NKWrKpLdnd6ZLDMwG8YqLWlTynCMDXD+FJtQ0wvaahcedsXcsvcj0NJ4k8VmG/gs7eNpnk5YKcBR7n19qrlunFD5WpczOg0gEO3fmt88phjnjFc/4ebzmlyOVwfzroVGODWavcma1uZlzZxPk7BWWdPjL42jH0ropUHJrLuCEJNDY0m0Yl3brbQtt6c15AdNS+vL6aQkMZSENer67deXbuc5G0152Va3025uiNojVmx/tHgfzrow8mtupjXgn8XQ45flk9h1qUnOGXAI71Dj86fG3zD06GvSseKO3hsZJye9NKbTkjFK67cgHjsadGwB2tyPSk9AHR8Eg55xz6VbjG5dhzkenpUBiC8qSDmpYHwVLdfu5HeoZpHQ6Pw5q7aRqqSMoWFh5U4XuP72PXvXoPi10m+G1xJE4ZDLHtYfxcivObWP7fAJ41RZ4AFlXH+sXpn61rwXcreHZ9IldmspWDKRyYSD/I1pRrcl4vZnBj8v8ArDjVh8UX+Fzf8FMR4ZOOD5rEGt9sFYwQQTIxA/A5rF8L20lloDRkq4Ej4YdPatqRc7D0GSTn3zXqQacU15Hx+Ji41pJrqxpOy4/4CP6VYQho1456/rVYqWkHT5ohj61OjkBQCDkflxV9Dlb1HJ8pX8TUof5SxHV80xfmZee1KBlVBOecmpcSlO+pA/KSNnDbQf8Ax4ValyFugVPKf4VGEx5i8EMnH061KWYl8/NnAqbaGnMkzC8fD/ihrfA6XaD9Km8Df8irbttzgyDA/wB6ofH5/wCKMjUD5Rdpj8qf4GLDwvEBnO98D8am2rOpv/Z16/odEr7ARgkg8fpT3ZVD5BOEBxTIG3sp6cjNOKna2ccEKfzxTa1Obm92w5givCwDA7ip7jjpTYwhO4dQFPP409ywPAXCkNUUTnay4GNmC3ryalFtpKyLKuDK4C468fSmpwJWAG0kAgfkaRCwmLMQSMnjv1pEMsaSAEHnpjk80kSy2XTymQru3nGT9K8s+J3y+JIgvQWqY/M16aQ3kiUMMB1b+lea/FDnxREOCfsydPqahaM7KDvNHosTbbK2yCMxLxnjkVZtmJhXACkn5gPTJqpCjCCDcPlEaH24WpLaRuEB/jGcD/apNGd9dSzbnKmNx95M9ahkz5Rzn7u0gn3qWMFJYVOM7QPr1FMkUsods4VsE9eKkbeh89qcOO4xSkYP4U0dOKcScr9K0PUNLQWK63YMOCJl/nV74kbv+EvtGdsg4Iz6Zqho3GsWXp5yfzq58SGz4rtWzxxx6DNKXczpv/aEvJmeP9YM+n9KOkgPbg0ozjNAByoxWpmPKnLAnHzGjALLnoTQPmQ59c805l2jkdDTIGLxIT1B4qUY3/j1/CmDgcdetSYIIJ6E0IlscBggnjgc1KBzimFdwHtUg6g/WqMpM0dAyus2eD1lXH51V+LGf+Ewtid3Kjr9at6AoGt2QboZR/OqnxW3DxPZFsEbDg+ozWVU2wj/AH9vJ/kOt/uSIRwykn8KNZuo7DwwYwQbq9lIjXuEB5P58U+1ZEt2nlOIlU7j+uKwNTkuNTeW8kAVCNsYHRQP6D+dY4maS5erPSyrDSlU9q9kRySJPYJKDhgcGt/wH4lGm6kNKvG/0aY/uS38Len41x0NwBI8KjMZ4HuahmBkjI3YeM5Vu+K85wUlys+mVRxfMj6E1IhooCgJAbBIHFQoM9KoWd0bnTLWeOYNBLbo4RWyFxgAfmWJ+tacHK8dK82ceXQ9OlPmV2SxpgVOg280Kv7unAZbk1mb3J4nxVoXAGBnis8HHFJ5ynILYqk2tjNq7NBrjeAM9KqSxpMwyoI9+1Z1zq9tbsFL7j6KaE1u2K/dAPbJp2lItUpJXRDq2lrNIiQHbL3Irnrnw3Kl6zrKQW6sRk1vT6xZo5kR2Vx1A5B+lMk1CC5KkMQx9RT96JfJK2pZ8O2Y0yJlZy7ucljyTXQMR1BNc9DPtIB4IrVin3RjJ7VncylHUkklGKxryTGTV2eT0NYuoTbUY57U73KUbIxL8/artIOxOSM1xnjOaOytDYR43zy7z7Ko/qT+ldbpkyza4yvztXA+przfxNcfb/El/Kjb40coh7YHFduGheV+xw4ypywt3MX0oA2n2NGPlPqKX7wr0eh5BLjcuD/+qmnkZxyOtEbZOGqXYdgbtkio1GhI3ZQe6kdDViPDgFe/UVWClG9VNTwnBDLjHpUstGzpU7Wl6k4Tcg4cA9VruLjSkWCLUrd1WBmAMm3jPowrgra4Mbo4wQDnB7+orrbjUTN4Uv7CEsULJPDzztyOPqOnviqhGMvdkY4ipWpWnT1XVeRtQw3OnS+bGfIZ/mJA3wuPUgfdrSttTt7oAXMLQPwAykFWOe3pWX4Nu5pNDZ3kYlZGXnkduoNbUgjdvMn01JFOCWg5P5dfwrRQrUndPQ4KlfBYy8Zr318n95b+xFiGiZSPLA54yaR7V1mX5V4LA/MOmKp2/wBlck2cvIUnYSVYfgau7tk6M2TnJ5AOf0rshOq10Z4GIw+EhJp3i/kwCkMW2nvTowCwXoeuangvnCA5JB+n+FL9r3KSIxxkY/EVq5T2aOX2dDeE7/IrYGyN8kfKD+lSj/WDt+8P9aR/mWMkY6YqJztDHOcKzj86Zhp0Mjx7/wAiOnr9sT+VHgbK+G4OcEs5H/fVJ49AHgoev2uPP5U7wQ3/ABScJz92Rv51H2jrX+7fP9EdEqgBDgrkHNLKynzCo4Egx/31QSx5/wBrp+FKflYH0K5HrzVbHImpIQtgyA/MCnA9KVVjEbMOccEenP8A9ejLJKSOT5Pr3Bp7EBHO0DcoJB7VL7oqO9mPtyjk5A+U4+tNiUFX3NyAhHv60RkxuwHPcZ+lNXiGXqvzKP1H+NJrQfMuaxInltAqk42tgnHvXmnxKBHiaEHr9mT/ANCNemMQ0MgGC6uOR9RXmnxNJPiiFu/2ZP5mos0deHd5no20mOBQckBKIVCFiGOQ4JH40kbbguVyAqZH4A1IFAkYnGSeB+OaT3MXqyxsP2mNi2eODn602Ysqso4+cE/zpYyjS7QScO3X6/8A16JdpdySRtOfr8uKjqaaHzwqgqf0p3RqVR0I6Up5lJ75rQ9W5e0j/kL2WennL/Or3xJI/wCEns+MAAfzqhpPOr2f/XZf51e+JSMPENnnHQAfnSlsZ0/94XoylwSCPYfpQOSDj7ppn3RT0YA56YArVGTFBGFz7/yp55BOc035SuexFKoG0KKZLBD+tSkAqCO2KijH8+KlA4xjoaaIluSAYJz6/wBaeeeaa38OO5IzUgHHNMyZe0Yj+17HviZRj15pnxRge78X20cf3dhOeyrnrTtHQjVLI+s64+ua2/Ftr/wkPjD7DaIiIihZ5CcgDqQfbua58TPkVztyyi6uIsjlLaNdYmRHZ4dItjlnxzIf/rnpVHVLhbljHCnlwJhEXPQdv/r1ratqEK+XpGkoDCjZLL8zO3TJ/oKpXtmttGYC6h0XMjKc49R9e1eW5OUrs+xpU4U4KMdkcvcqEHycAHAI7moJH3DPTcOfr3rRuo84HAPZazmQ7jtXKr1xVoiSO18F+JJINNfTbqOLyFmURTlsMGP8IHfOPwr06zk3A14RpM6pcSWckaOs5V4wwP8ArVPy8jnnJBr2PQL8XlhFNwCeGA7MOCPzrkxcErNHbgptpxZ08RBAyKeBg1WikBqwp5rhO56DmQs3A7dq898UN4itb8mBojAR8iA4J/GvRUOGz2rO1eyW7XOMntmrhJRd2ODuzzDT4ta1OWXfa3CxxDMuwAt+A711mleHdPubZWudWurac5/czYjYehwaVrdrV+QwPTKnBrXjS7ntfPS5aVUUrtlw+AevBrshOD6F1adS14TKP/CBzSwtLb6mJVydhGCD+Irm7+DUtEkBvYmVDwrDoa32W5hVjbSG3GTvEDFA3rkDgfhWHfyamHREvXeGPdtguT5iEEdM9eKb9myYxxMNXqXNK1lZW2O+UPQ+ldRZyEqQTkAcV5v4d8O3k18rPf4BfLKF4x6c16ZHElvGVBz6muSsop6Mbk3q1YZPLgGue1WciNmPCgVszcg89K5fxDcrFEqMQoZgpJ6ClBXZEpWRzWqaw+mae7Wm1bidiFduWx3xXL2cHmbgeT7+9O165E2tsVbMKHyl54460+yYxXDLjrXrU4csTw8RUc526GbcQGIAEdR/Wq44xjtXQahbo3zLyTyPp1NYbJtbAzwcVomYMYflwQfer9o0cjGKU4SQYyP4W7GqQXI46dqWJtrlTwKTKRalgkt5ngk4kQ96WNgJBuGM9cVclX7ZaRSL/wAfEXyMvqOoIqqjJIoD8MOjf41JZZX93IMrkHkjsa29Hn2SeXIT5BO1sH7uehHpzisQbuAw5A/OrlhcvBcFcZ3rsZT3BqWNHofhuDyrG6hYbH87cU6Y6cj2NbcWd2302j9axPDkvm6OssnEsErI+euz/wCsefzrcRQJGCt3WvYoSvCzPgsyp+zxEpR2f59UMJ3SmKWMSpyBuXntUvl7EjCFsB9oBOcZBphYmfPsCamxmEnP3XQn86rkSZySrTkrN6BHlYI/l6f/AFqlTll2nqT1+opAM4UnHNJETmPnnc3T/eq5K5lB2Hw5eOAdec/jUbbfK2AHlMD/AL6p8QOIxnoOR+NMcZQEHkIR+IOazkbQbuZXj8f8UWTj/l7TP603wQ6/8IlFkj/WSD9aXx4c+Bwc8/aYzUPgf5vCyrgcySc/iKlfEdW+G/7e/Q6hCDvByB/kU6YoXZueMN09MZprcvjoXA5/KlcqCWxwVPU/Sqb1OK2jSGOi7cA8YOT+NSJhuD3Q5/nT1ZljOEBByD79KZGVWJcLjarcn6kVOtzRWUbvckTBjJ3ZwKI9pQj1cAj8cf0otyC7Ag48vBx9BRnbbsVH/LQHJHvR0JWkricqzqwC7myPzrzj4l4XxLbjri2Tn/gRr0o/vWk3DOxe3uK80+JjBvEluQOPsidPqaz1O3DJe0TXmejRsxkB6fJH+PAp8bbiF9eee1R27B4YmByPKjIx9BUigLKNx49jSuY7snXPnL04LfhUUrMWx/e4/nUpyrHnoST78U25jyAVI4BJJPpUXNGfP8fGM0owWakU8j8KXbhsj1rQ9V7l3S8DU7Qnj98v86vfE6R28SW28YIAFUNOONQtj6Sr/Or/AMT02eIbQ88qDUyJpf7wvRmfu9uuKdgbcge1NToM08dD9a1Rk9GCg7e2AaeDtjUj1poOGIPWnZAix1zmmSxAOoGfUVOOWBzxu/pUQ+ViAc5FSqB65wc00RIfJyuAP4qkQ98d+KicYIBBzuIqdTt745PNUjGRb092ivIGAzsfcPqOlWtU1FtN0aKFCz6hqJaWbHBEecAZ7A96ZpsCTXgjBA3Qtg+hArInmNw8moXRGXiAGOgHQL+WTXnY12kkfRZHBOEp9blRZ10mKKYBWupVJABxtHTNR21yb2QbjmOM7iD/ABt6k1RvGkZTNKxNxcdP9lMVZ0yFTGzfdiXgt/eb0FccT3nuQ30Z3k4y5/Ss9f3AkRsbiMitq9ZUiLueScYPHFc9Kxdy394nIqiZeRLpTGLXtPdCAyzqQT25rufD+tx2+v3dnyIZZGkj3cfNnn8/5150WMckb5wVcHjr1rrXRL3WLu7tpQ0QClSOMZ5x9Qaisrx1NsI7SaPWoJwyhgavRycc1xWiasZIhFK2JFHPv7100FxuIOc15Uk0es0mjWVuR6U8jIwelVYpcjmtCLDqcijcyasZ11aJIuGX6EdazWS7tAViy6HqF/wrpltwx6UPYhTVx5lsVGrbQ42R5nVkEUgB6/LVA6XcTvllIHvxXbTW4U9ARVN4xz60/aG3t21oZulWSWSkgZY96vbuCKjchF4qGSbbxms3ruYuTb1I7hwqHtXK3MH9ppeXDRblikEaPkHbxknaevOOe1S+K9dTS9LkfcPNcbYx6n/61Zdt4w1Gfw1DZ2dxZ21/5ZlSMrguMENyeCxA6GuujSk0pI5K9aK93qcDq8DQahdxN96Ocg8Y/H86sQEyxJKMBgMNWertPJI8jlnkJJLdST3qxZy+U7RsPrXpLTQ8h6u5sSZntDgjch5xWNLHh8kd8Vq20qq+G+6w2t/Q1UuwYXKuM8/mKCmjMVSshUjgn8jQ0ZyPUH86mkTDZwOehpMYAJHB7UrisT2UhEq+oPWruq2fkhLqMAwzk/d6K3pWUp8tgy+ua6mBVvtJms1OPPQTW5P99eqfXrioNFqjAR2xweB0BqzHNFJhm+V17VRz2K+xpz42owPPQim9QWjPS/CVylzY3NrI2G37/k4IyMHH5V0diZFtCZSHdCYyw746E++MV534NuZDqCeWSzbSGQDkD1967q11BF1SWxbb/pCbom/vMO31xXZQq25b+h87meD53Pl9fn1+8vtn7Qp5BKDOO9SIT5E3BIO0/rTOfNQ9ttSxEhJl7bFIr0LHydyUcvggnGKZEfm467yR/wB9CnxFvO56Z/xpkZAlUH+8f5imT1HJjzAe4/xFKDtjI7bSc+lJGu4A+gwf8/hQmcSLj/lmSM1DRtGVnoY/jrH/AAg44x/pMdN8BjZ4chUnhnl59KTx44PghMZ/4+Y6j8BtnQoQeokcfmahL3jsT/2W/wDeOq27njw3O7YfpzTM71dGBAKgg47mlhAkkEhJGcED061IwXaPn+6Rg/iabRyKSQyLcwAJwQACM9DjmnyK6qQSCu5l/M1HldwbnIbg1PIQ8YVjglv1o8xXWyFiykjDcBhe49qRc+QBk4IyRimqQGfPHyEZoUDEXIzt6HvxSlsKGskOh3vcMuc7gB0rzX4kENr9sV6fZF/ma9KhZftaHGCE59+TXmvxIwfEcIAwPsy9P941kd+F/iL5nosGEt4SEAIjQYHT7oqYvhYz2JOT7YqGAHZHu/55Lj9KcTmAZ5zn+lDRzt3ZKjHb8/Y4x+FTJ80R43BlYD8RUCphxk9WNSwOQwU4wrj6VnJXNIyseAgc+1KvqR2pFzkDtk0L0Bz7Voewy3YD/T7YdzKv860viif+J1YH/YH86zbJT/aEHtIv860figCNYsNxz8gxSlsRS/3iPozOGNxA7c0/jkZ53VEAfNFSc7Nx67q0RlIXPzn69qcvK4IGATSYO4kelId2zIHemSPDEPwKnPytgD1zUHJTdnqasgAgt3x/hTRE9Bp+Yc9VOc1MRnfx3qPvjHBANSLwCDVIykaGnSBLvPQbHH/jtYEiK96LOVsxQoA5Xjd3/rity3lEDyTEA7EJ56ZI4/WuTvHMZZQTu/5an3POK83HfGj6bIr+xk/MhuZftN653fKOvoAKmS62gA5CqMBfQVTHyJ9efxqC4kP+rU/MeSa5UezJj7q7e9uNuRsX7oqEjCjBFRALGUHU9SadP8oIB4PNU0ZxehXY7plHviu+8K2m7TJXI5eQ4/DiuCtV8y5BxnaM16x4bs/I0yKMjkDJ+vWscVK0bHTgleTZT8lrefcDjFbtjfHALHn1ovLLIDEZqjGhjODXBzXPWR1ttcq6jn9a2LKUHKk1xFvcvEeDkehrbs9RXIGefSosElc7GBkXBY8VJcTxM3HXsRWNBdh05bHtTvtIz0zWvPZWOZ0/euTXGDz3qhKQuc81PJLkEjisy8uVQHms2rmiK88oAJJrE1TVYbK2knnkCog5Of0FJqerxwnknJ6AdTXlHijWLjUdRdHYiKM4VAeAa6KFD2ktTDEVvZRuV9c1mXWr9pnyIl4jTP3R/jWpo928uhXzFI2uLGIG3lK5ZFLcjP48ema5ZeK6LwqPNuNQt84EtlIPy5r03FKNkeMpOUrsyYzsVW61LIekq9RVZfuFe3pUkT7evI6EUAjRt5Q4BJySKfckunzcug49xWdGTDJtBG08g1bMnmKOcFf84pFrUg4ZdpOMdDUhjP2YkEfKc4zUR5yakgf93tPIPH0qUFiAgqRXRaFOj2b27nBV1aJ88oc84+o/lWBOoX7pyBx+FWNMdvtIjQ4Zvun3oY4lvVbM296wYAFyefcHms1uU2knd610Wqq17pwvckmJ1VwexIwD+OKxLiIBBJjkYzz1B6GkVJW1NTR47xbq1vdOcJcowBx0zzgY9wDXoUc1vr0KSIv2PVbUgyR9PmB+8PUf415tol9JaXA2N8u5XIPfac5Hv1r0+8sYr1I721bypgpZXXqe/NdOHg5J2PFzSsqco82l9n2fn5M0oHkdVZ12yEEHHTNT5O1hxnyx0rM068Nys0Uw2XcX31HQjjDCtQMDMvHVBn3r04SulY+PxFNwqPmRLEf9IX3I6/WoiP8ASRx0BaljJEg9sc/jTic3ScdVb8eau2hgnaQ6LlZMcEkkYoX7m7J6YNJECHkGP4qD129mI5qHtctb2MLx0d3gkrjBS7QZ9eKb4DJ/4R6ED/n4bP50/wAdqR4RmJ/5+4v/AEGmeBMf2BEG4/0hsVktZHfLTCNef6HVLhVViMYbApEG+MqThsgZ9jQHDQopY43c1EAUdgX/AI1wfUYAq3vY4ltdE5yse1lzg4/HNLG7llTaCHJH4jmo2JMasThg2Me+aLRydq7h8r5569DSdx+ZYDZc4UYIAOaYxYouwcqn9KejD7QmTlWC/hUSti5UdinP8qT2swi7MVvlnEny45U49685+I5J8RQEd7VP/QjXo0oXcOfc59a86+I4C69bD/p3X/0I1FtDtwz/AHx6HB/x7x7jz5Y5/ClDBAqnOMDP5jNJbfNBHzyEGVx7UkhBP/ASKGct7PUsxkEAA8Bif0pSoQMnfAIP0qOAHZnAwf8AAVJIpcpg4yStQy76Hga5Vs08KNoxUfPPtT16D1pntsuWuPt0LZ43qT+lXvih/wAhSwO7OVB6Vn2f/H3CD3kUH860Pig27VbEH+FAKUvhM6L/ANoj6MzkDDDAZGDTznYfQ0qj5VHYKT/KnAAwnHYA1qkZtiemD601s7Tg9MGpSozkDpUTLwzZ7CgSZJEMx7c1YB6Y+lQIDwPoKmxyMfhVIzmPbqnbipI1yxpo+8Ppinxk98ccD86Zix4YLYXE7EARJv57kdB+dc7rB8t44SwaT/WytjGWbkj8OldQlobu0S2XkvL83PVUBY/yFcjqk/2m/uJT95jgkHgeteXjHeofWZNHlw1+7ZSZ8NnPA5zVZfncluAeTSu+SR71IyBIgSDuIzj2rBHpPUrSnJz0zz+FMmkJApzdT6sagc7nwuTzgVolcyvY2PDVi15fKMZTILfQV69p0PloOOK5Xwpo32KCIMv7113P9T2ruY4tirgYA4rzMTU5p2R7GFpckLsdNEJIwwBIrLubbYNwBroY13r06VBc2wIPauXY60zl2BB9qckrA1auYMMapFdrDmquWaCXsyL8rmrUGtPH/rBuHsayTu2ZBqJ88dqLslxRu3HiBTHhYz9TWDeas7sdnfvVSeUqcA81VUliSetWrmbsireSnZJM7E4BJJrziRzLM8h6sSa7nxHN5GkS4PLkJXDAe9enhV7tzx8dO81EAMqTXR+DZVg1+KaR1SFIpDKSCRt24OQOT1Fc+Bx/Sus8AFItauXltlmQWcoIYA4yMA81tN+62ctNe8jD1O3+x6ncW+OFkJH0PI/Q1S+6xHbtW/4sghi16X7OyGGVFkVo/u8jnH41gkHIP50Rd43HJWlYlyGiz3XvTgxBDcmmKP3Te4peSBUlEnXDLzTQxUnB96SFsHHoanngaPBx8rjIpbDuTXMKyK7R/wAShxz6dRVOBzHKpUkEHtViC5MZCsBgZGcdiMVWKlSM/Wi5J1NtMLq2uIx92WJSV9WB/wAKzTH+6mhMR3wscDHO3uPwqfSpBPuts7XchVYnv2P8qkaRU1tJHGBIw3A+tSbboxbSRrW9RtobquCeCCMf1r2vT0BsYl5A8rAyP9kV43qNjJbSG4VT5TuwBx0INen+GtYg1DSoiG/eomHUnnIwK78I1GTUj5nPIyrUYyp6pPU0Ly1xKl7Ap8+LOQP4lxyKuxusot5ojlJI8/qKkKhZQqnIJyP5VFEnkxlR91cso9ASP65rs5eWV+5877X2lLke8dvTsWguJQDxkiozu3QFT0LKalQbn45KycfrTFxmHjHzHitrHHfRkkJwxOOSefwOKY+8zwgD5QRz75p0eRKMn+Jh+tIHAZVPZsiokXTWupj+O+fBsp4/4+4v5VD4DIOhRkj7s8n49DT/ABrx4FdifmNzESKj8CYbw4m44Xz5AfyFZbSPQTvhX/i/yOoXCxgKMAcjP/AaccSOGbAb/wCvSLGWKbSOVHX2x/hQysAeOjHP51djgTfURAXQjHORj8DT1UJKSowCMmmJwCCeeox9akORJtzyEOaF3E3pYUsPtCjB+8P5U1edxA5QYz7cUOD9qyDgjBpsRO51LYJfr+AqWVEndBIQdpzjPFeb/Ej/AJGO2Oc/6Kv/AKEa9HHADK+cjGPT/Oa85+I2T4gtv+vZf/QjWdtDswz/AHyXkz0K2wY4+cEov/oNKYdx5bAOaZbfLBCCM/Iv/oNSuWjJKjPTPpjmnLc53uPhAEcf+0o/pTgcNt/uuCPxFNQYWPAJ2j9KWVlUs5yMEE/yrNlXPB0yc8DFPHBwaZjnmnAZP1GKo9xlm1BF5D7Ov86v/FIFNWsww+YKM1nwZ85BuAO4c/jWn8VGMmoWLsQSVGcUp7E0be3j8ygvB3ZHTj36Uit+7YY7D8KdAAyqPbH6U1E+Rs/55rRGT3JgMk4qPGUf6dPxqTbhhzzn+lIpyjcc7SKZmgGMe/apSTjjsaiboMVKoJUc9qZMiUAlC2elOVeSM9Dk0JwSARinRp5hwAcsgAx6imZM0Le7j05o7qU5WOCZwuPvM2FUV587nDkj52fk13OowGfU1s4Fy0NuEUdt3VnPsK4m/VI7yeKJi0aucMf4sd68WrLnqNn3GDp+yw8I+RSXaJcldyg8jNW9VVoZikrASYBdV6KcdPwFLZ2iXEU8hYjYvAx99yeB+WT+FUrh2kl3M27bwD60WNSJ28vknJ7Vr+EtIOo6kLiRcwxHPsT6VmWmnz6pepbwKSScdOAPWvXtA0OPTLFIo16DGT3Pc1nXqqnCy3ZthaLqT5nsi7p1tiXOOTWyUwmMVHBDsYcYq3InyHjmvIvdnsWVrIdagEYqSaPcpFMth86qP0qzPwPrTIe5z15GcnIrLZOcenrW9eL1JPFZJjBJ54pI2RAi4GMcVBcKPXFX/KwtVbhTzkVaEzElUlyB0qSG3Y844qZYDJKcDgcVpi1EcWT6VTlpoTbuea+NHKXUNqDhcbz9elcuo7Vu+LphP4hnC8iMBKx0AHLD8K9mkrQSPn8Q+aq2CRM3sPWui8I3aWviSzDFRHJuhYt0bcCMH2zjmsIncuO2fWlt8l8n+Hn6U5K6sZp2dzpvG0m/XDGYFhaGMKdv8Z65rl8YbnoOanZXaYtIWLP3J5p4g8wD5gAvVj0H1qIrlVipPmdyuc+SSe9OU/KDnj0prEFsZ+UcCm5xx6VQrj4/9YQPWtW5w2g2syn5o5Cje4NZCna4Na+N+hzqFyFlXPtnoallIzioH4jIpBwME1NIhW2hl6ryhP8An61A3GCOlAF2xcJOpZiFBBJ/Tir2pNvIYELInyuOmG5/wH51S02NZ5xG5wrjaeOQT0/pUlyGaFS/3ywB9yOOaRa2Ozi04aj4Nu8gGVJS6/XArA0bR752W4sC6ELuyp5HOCPz7V2Hg8o+iyQMRndyPUEDB/Ko9HMek6g9jJkSM5GT0Jz/ACxiu2UVJRl0PnaFadKVena7TukNsPEt5ZTJBq8DbVb/AF6r/MV0sF9bXJQwTI4kVlO08jPI/lTpYIp3xLErjoQR7VgXPh77NMLzSmaKdOfLJyGOelbONWmt7r8Ty4zwmIlquWTXyv8AodTE+3JB/jPHvmhhmSMdMkkfkapadfLqFsJFQxybyrof4W5zVs5862YcjJz+tdcJqSujxq1GdKbhJaomXIbPoSajJHmHIHr+lObOVIPHP8zSoN24HA+TIP50pCg7GN46AHgXg5H2mOqngkbfDBYjg3D/AMqt+Ol2+BTwf9fERmqvgdwvhti4yvntn6His38Z3xb+qP8Axfojq1G1iBnggZ9B1pTjlNx+YA8/71G8+ZIinkHP6Clk3Hfgj5VGPzq2cKYiIuIycgYIP6VI3+scE87ePzpE5Ax0NPHLRMDnepBoasSpXIuRcHJ429/rTJlCyAf3mbB/Wn7ibk5/ummuQyOcgbeR+dQ9jSO49HPTBIJ6DtXnvxIP/E/tsf8APquPzNehKMSLtb+ID8xXnXxHONft/a2X/wBCNS9jrwitW+89CjLCGA/7C/yqyT+7YY4Kmqlud1tbn0RT+lWOwX/Zx+eaGjmbsx6NhT0yFp0ilmZcDGM1FGwCjuSCOamOCByctxUSRUWeCMQQMeualyCAQOc0w8lTjjNLuwdvQ+tB7zLERBmiJ7EfzrS+KShb2wIPBQYrMj+8o7jFanxU2i704oCBsBGT1pT2Io/x4/MoQ8Be3Q08j92vf1/Oo4OVQ46qKlO0BMDr1H41ojKe5Jwzgnjjr6cUwcxqfUVIuBIMdKjQDy8HrTM+gq437cdz1+lPTlcEcjqKOHdWx+P4VJLC0NzGx+6V4b6UyXroKeDgeo5rQ0tM3YYrkR5OPU9APzxWceCQe+CK3NEgeV40jGZJJBj2x0/U5/Cs60+Sm2dGCo+1rwgxJGaKe+EaqZ5Ihbxk88Fj5jfif0rzrV4zHdTAdmwK9fW0tp7++mgHy222KPHZFHJ/Fj+leY+I7cJqd0hxw/GK8SLaep9vNK1kYtlcGGCbuzqUUemep/L+dRENJJtAwo/QVLAAnmgj5jwD6etSAYr18HhHVfNL4fzOKc+VW6k1ndz2E6T2shjkQ5BHT8R3r0DRfH9pMiw6rF9nl/57RjMZ+o6r+orzmivSxOX0K8bSj81uKjialF+6z3+xmguY0lhlSVH6MjBgfxFXJYh07V4Bp2q3+kz+dYXUlu/fYeD9R0NdvpvxQlIWPVrNX/6bW3B/FTx+Rr5zE5HVp60nzL8T06WYQn8eh6HAcT46CrFzjAbNc7Y+ItM1NQ9leRu/eM/K4/4Cf6VqC6M0RXuO1eTKnOD5ZqzO+LUlzJ3RHcj5PwrMRFMjDFaL7jGT3HaqEGTcMp+oqLGqBkCg55xWZdSeY21Qa2pUJXkD8KoLBunUe9BW4yys9u0kHdVnUcW9mzkDCgkmrsEQEoB7Vi+NLnZod2sZ58sj86unHmmooxqy5YtnitzI15eTTn70jlv1pgU5x+lKA0LYxyatQpFcdDtf0r3WnF2Z89e7uQwjJwy1aERUA4+buPWp/sioOMlupIpysFB3JliOtQOw4okih9vPUmq9yxAVQuI29KhLtG2Nx2Hoc1cheG4j8qTh+o96Q7GTLEyMePrimk4+vetVrXdkdx6elZ88ZQDI5Xj8KqxBDnrWnaTgQvGwysigfiKywe/arML7Bnk89KiSLgWy27TZomHKyhgfTt/hVVo2WNSejDOfWrDMhE4BOHXcPrVyW2U6BBcA5Pmsp9cYzQle4pyUbX6lfRw8l2FT7x6fUVr6lGvmkgKuZAw7dQD0rJ8ONjW7cergc9M5rodYtyjSEDgkbc+2f/rVD0ZtFXWhr6MtyLAXdrvBtmKNsAJKnrx3Gecdqk1u5kutNXUEt8zxNvMkecDHqOoq/wCEP+QNc8f8tckflWm1rbrcym4QrBKpQzRnBQkY+b1BzXZUoyhBShsz5/DY2jWxEqdZJSTsn38iXStQh1W0S4icEsoLLnlTjuKuBcE9s5x+dcvo+mvHZ29xYy+VdQs0T91kCnGCP610kUyz9R5cwBJTsevI9RXVRrNpRnv+Z4mPwUYSlOi7pPVdV/wCOK2WK++1RrgyN+8A9u+KusnlTxDORjIP51ED8qH/AGu31qVzl4Qe/wD9etoU+WV4nBWxPtaajNarZ+XmOwRgE5Bbr+JppXhxzkLgfrUmMdwB5n9aaBl5Pw/rWkjmi7mL46OfAsvHS5iFVvA67/DDKevnv/SrfjnJ8CznAA+0QmqXgZyvh4ccefJ/IVi/jPRj/uf/AG9+iOtQAhywwSR/LFNI3BAG+Y5B/XFOzs28cNtPXpxTgmG247nk+9a3ujzk7MSMgjjj5TTlChoiueAeKaOFIx225FAY7EyAPmIz+NSFtRm7FwT7f1ocqAoK5BJpTn7YeBgKuaTJYsMYw1Q1oap6jiQZ8JlcuvH4V558R/8AkPwE/wDPsP8A0I16Ex+aI4P3x1rgPiRx4htwR/y7A/8AjxqX8J1YN/v/ALzvrQ4s4AR1jT+QqQnkDryPw5qK0+axtXzyYk/9BFT7dzMCfx/CnI5Xuxw+ZgMc4NSDkrkAkGq8RO1Tjvt/Cpznj0PJPpUMpHhC5BwenBp2Ox6g0nRvpTvfPepPfZKANydiea1vigP3mmn/AGAP5VldXU98cVq/FBtz6c3+wPp0onsRS/jw+ZQgGQvTASnscRj6mkiXCe3I/SkI/dnnoSK0WxnL4ixGu5wAf4hUYyR6dB+lOhK7xn1FIv3MZwRtqjLqNDEKgHQkj+VWDllALZAbOD/n2qAAbBx0NTJ1bnq1ApDipBBPPH+NdJ4fDQK8wA+SFmVu+48D9TXO7Q0gX1X/ABroNKZo7FAoBLqV/Jga5sX8Fj0cp/j37Jm1ZywwWT4AXzZUQ4/uIMfqcmvKdfnE2rXTchWkJA9s8Vt6h4mFtGYYjulAKgA8KfU1yEsjzSNJI25mOSarD5f7SXNLSP5nuU687Ny3dhpooor3YxUVZEBRRRTEFFFFAB3B7jpW1pnivWdJYeRdl0H/ACznG9f15H4GsWisqlGnUVpq5cZyg7xdj0e0+JdvIFW/0542/ie3YMPyPP61qweJNGvXDW1/Grt/BL8jfrXkdB5GO1eXWyXDz1heJ208xqw+LU9wSXzIdwOQehHSqrTpBICTzXkEF9eWq7be7nhB5xHIVH5Crf8AwkGr7tx1Cdj/ALRBH8q8+eQ1V8M0zrjmsPtRZ61b3e8EjvWD4xdIfDlwXbbJMVRB3bnJH5A1wT+INYcEHUbgKeytt/lVK5urm7YPc3EszAYBkcsR+da4bJZ06kZzktHfQzr5lGcHGMdyBlDZBGRTBCA2VOKkxRXs18NCqtdzy4ycSMXDxP1Ix70puGfn7w/Kh0DL0zUG0q3B6GvDrUJ0ZcsjojJSQ9pipwygg0gdWIIPHrnBFOJ7OueODUDRsDlSCKxGXY7qSNvnJx61bcR3UW4Ab+AQO9ZtvIVIDqSp68VYC+Wd8JyvtTuFipLbtA5GDt9T2ogPz7TgA8fWtJpI5kIcbSe/bNUJrdojt7A8Gk3cVrDxkJ83VTtJrpI4FbwRM+OUuBg/hXNAna3XBGG+o6V0emX0b+E7+wdwJchlU/xCnTtd37GGJ5nGLXdFbw/p5vdPvmiB+0wESJjrxWiL9L5IZXQBknBkT2PDfrzT/C9pcWZbUY13xlzHInfGOv51L4h01dPuF1i14gaTbLH02kjkYpzhzQUluiKWI9niHTk9JbeT6o6bwwgggvrY8eW/H+6Rwa3toLMDghlOQeh4rlNBv0cxSrnAQpNk/wDLNj8rfgf511Sf60g9jXoYSfPT5Xuj5bO8M6GKdRbS1MuzibTtXMEUZNpcAyDH/LNhwce1aQhDgFwRgbgynkH1Hv8AzqKXCLFMesEhJP8AskYNX4wGg98c+/HWjkSbi9vyJdeTjGrB+9az87d/kQruVAr43qd25ejD1qyeTF6g/wCNNADOUOMhQVJ/3Rmlc8rjjnPPb2rem2nyyODExhJe0hs912f+Q9gGXJ7n+tIDliOh2ZB9cZpNx2t7H+tOU4V8j+FsVUzmpmL42O7wHOSMEyw/zqj4IBPhuQhc4mc5HYfLmrfjBt/gG5UgjbLDjP1qt4DOPD8oPTzmB/ECsvt/I9BaYR/4v8jrJxzGB/d4P4UpkJlXdnkAmmrIpdU25IcAfTFBAwCOcH0+laJs89oT/licnnqPwNGflQer5B9KVlwqDjIRv5ih22hSV/iNK6HbQWQfv/vfwCm7huBJyC56/SpHCmTPX5cEVEQdhVRlchsntmpKQ4AERHJ4c15/8SM/8JFak8/6Iv8A6Ea9AjOBz/f/AKVwHxG/5D9rz1tR/wChGplsdmD0rr0Z3tjzptt6eQvX/dqyuNx9SB/Kq9gCNOtge0Cj9KmjbaUBPUc1TWpxt6sVR90HorU98lfl4OcUz3/2qcGBDnPTpUNFX0PC1B5yPrTlXLcUgJx3x3pyE568fzqD6FkqNl1OOlavxQI26aRn7g6jHYVkkkMGUdxWv8UM7NNG7I2Aj8hRL4WRR/3iHzKMR/0dCeSSP5U4geUR6Nmmxf8AHtGfp/KnD/VHjtitFsYy3HIcMeP85pwIPHqRSJ/rBjPNHR0/DP50yHuIo+Ujod1PU5Cj1aoJpo7ZS0j4G8/U/Ssi61OWcbI8xx+3U/WtKdKU9joo4adV6bdzYvNVgtSoXEkoX7qnocnqayLjWr+4j8prh0hGcRocAZ/U1QortjQjHpc9fD4WFDWO/cKKKK1OkKKKKYBRRRQAUUUUAFFFFABRRRigAzRmg0nekAtJQKMUAJRS0lIAqKZD99e3WpaKyrUY1YcsiouzuVkYMNjYwaGjKgMOR3qSSEYLDjHNLE+9ShIJxwa+dq0pUpcsjpi01cr7iR/TNPjleNgUYgjvTjESSrDDY4x3piDBHP41mMtiVJMq42lu3anpvVdrr5iAcA9cVWC5yGAx/KpQZLfHO5O3tSHYsi3ilTEL9eoPWmi0kRXxkOOnPBHpRGNw8yIkBuw7GrUV5tIWUD/e7GgEdd4Nu4prOWFsbi2Sp+lbGv6dDPoN00jFTFhhz/rF9/cVxNjM1ncedb5PHQd//r13Fxqlrqfg++B2rKED/wCP/wBeumlOMocktzxcZhqtLEKvTfutq/k+/ocDp08ul6jHG7sYypCjP3lPVa9PtZEls45opC8TAbW/pXGWmgrrOhTvGSLiGQ+X+WcVd8OX0tpZqJwwt3k2vnokmev40Uk6NRPoxY+VPH4eUV8cHt/Xc62MK2Q2GBfB9xinW2VhaJiC8XB91x8p/wA+lNjUHkf3gRj6VLj5BLj5kTDf7SHqPw6/nXoyVrSR8pTekqUvl6in7/X5Sv64FB+aRQTySM0MoXg8qRxikb/WxsD/ABVpZaHNd6pkzjEUmOOn86arEM2TkBWX88USHCyEd8/zpOnnYxkoSPzqWxxRk+MxjwJd+00P86q+A/8AkX5/+u5x+VWfGuf+EFu/XzYv51V8BZ/sKUDH+vOfyrP7Z3f8wb/xfojpm3LdKeMFhg/nU75EZUkZHf8AGq0yAR8tyjD6c1KcBjzxszWhwve4qghevG0jH60NuYrk9WJP0xSqeQo9ef1pG/g5GQxzSE2wLYZyR0B7e1PJGVAP3lHT1FIwBnIyCQpz78UMcBD/AHeMe2Kloq+o7YTH9cEGvPfiLg65aEjB+yD/ANCNegocL7AEfrXn3xFbdrVqe5tc/wDjxqJbHVgX++XzO/syPscPoYk/9BFPVSUB/iHH61HYAmyg55MUf/oIpwJwM+ozVM5X8TJozlDwD81Io++uOQw/GmxH92e3zU7P7wMOjDH4g0mNao8PUnB/lTkGOM0xSOpp6nGOOlZH0TJP4sVr/FAr9n0vaONg+vSsndl1zjvWr8TsC20vH9wfyFE/hZFJ/wC0Q+ZQh/49oueMD+QqRT8rjH8NR2vzWyD0UVIO/wDukGtFsZS3Yqj5wQe/A9ahvbsWqBj9/Hyj1OalmdIE85+FXk/4Vzc873EzSOTk9B6D0roo0ud3ex0YTD+2lzPZCSzPPIZJDlj+lMoorvStoe6kkrIBRRRTAKKKKACiiigAooooAKKKKACiiigAopAKWkAUlLRQAlFFFABSUtFACUUvekoAWoGiKncmfpU9FYV8PGtG0ioyaGRzH+IDI45odV3YHANDR5JIPPXFOjIZCGUEqeTXz9ahOjK0jpjJS2ERx5e/GSnDrVhYg6fLlkPQdx9KUKkUiy7A0b/LIM9Qe9ORVt3MPmblB3Rv3waxKEjRoGDHBjbuOlPnjBBKkFf5VZTAXJUMmcMuenuKV4jDg53QPwp9KAM21vGt7hWHUHlSeCK7t7SK90BtUsyQgKxzJ6Z9f6GuCng2ydCGFauj61LZ6Ze2RJ2Tx7RzwT2qo8u0jnxEZ2Uobrp3XVHa+FLlFjltycMzYZT1DAcf59q0Fjjt9XubUqphvYxKq443g8/mK5eyEgtU1e3GGhP7xR/GB1/EDn3Ga6XVZglxpV4jfL54AI7q1dVObcOWW8fyPDxdLkxHPT+GafyaNCBTp5KjL2gORk5MX19V/lV9T+7DL0Kkgg5zxTUOJip9SP0psMf2ddqn90QSg/unuPpXelayWx81OftLylpJfj/wSVceWAe2NvsM9Ka330x/e/pSLjGCeOP1NAYKyA+v9K0slsYSk5O7JSCYmBHfP600fM8vbCHr/vUFv3RPf/69AHzMOp2t+PNS0OL0MzxsP+KFuwef3sJ/DNUPAhxoE3P/AC1Y/oK0PGWW8CXPP8UOf++qzvAnz6JMuOBK38hWT+P5HdHXBv8Axf5HUIGaOTK5G8N/I1PKi7d4XDYwfpUMRIQcDnjj/d/+tUm5goyONuf5VrbQ8/mfMDDDexBpOGxnt3qVOwHIIIqGPO0Ec/MAanyK8x7ZE2Mc7fzpH+5nuCD/ACpSp+0Pz0WmsNwwW2kLg/lSbGvMRTs35HGc/mR/jXA/EYga3aAf8+o/9CNd/wAsMY5IB/QVwPxGz/bdr/16L/6EaiT907MF/H+877TiG0+1Ixnyo/8A0EU8ffIJ7/4Uyw406246wp/IVJjMobHU4q5I42/eYq8Kw96XkOvoG/pSoOv5Ugy20njtUMFseG4+7gdhU4zv56VF/hUi580DPWskfSSHclgMY9K1fiaCLbTARjCD+VZQJ3A+1bHxN+bT9KOf+Wa/yFEvhZFL/eIfMzbTi0iPYqKmAAc/jmobTIsoj6qP5VKx27+eAP0rSOxnL42jK1W5LOtup+VQC3uazadJIZZGkPVjmm16tOPLFI9+hTVOmooKKKKs1CiiimAUUUUgCijtRQAUUUUAFFFFABRRRQAUhpe1JSABSmkooAKKKKAClpKWgBKKU0lABR3oooAWkXCtuA56fWiiplCM1aSuhptbApYQsm7kcp/hU6tG8a+Zjdjn2qCiuKWXUXtdGiqyLJkEZAjcEGpYbo7GjbJjPVfSqNOR9jZ6+tc1bLWlem7lxra6l2SNWGc52/dP9KrRIMshAwe3pU5GxPvZD8rj+dMib5w5XIBINeQ77M6EtTqvC95GltdaZdHYlwGMLt2cDp+tWZrjb4as7eQ5lhkQKfbPB/mKy4rBLrTIbtmYrv8ALk29fY023kkkFvYy48yOUKGPcE5zV88otHHLD06kHLs7/Nf5npo5nz0+bP6CgHIPtz+lA/17jI42mkUnzY/ckfoa91bI/OanxsewDFCoPRc/hTAfmiH+0afFl0Q5xwf0pMZeM/7VOxFx3WNlx0/xp2wlzg9F4z9aQH5ST6kH86UyY2jp8vOf96psUUfFEJn8FXqYwR5bgfQ5rI+H522V2h7Sg4+ora8VTGHwbeMOvyLn6tWZ4HSM6ZNKuctLtb6j/wDXWdvfOuMn9Vl2v/kdFDIpDcZXGR+VSEho8ZOKhiAj4OCpxgjuKdDnYw9+K0vocfLrceZAoLYPBz+tAwW44BfgfhTVXzIjHjBzjP60kRxtznO7+lStynsSbt1w+OhRqbIAzSZzxjH54pYG5O4D7p5+tLJ03juCP/HqTHGwRnEqjdkMhwfwFcH8RADrVp3AtB1/3jXdxkkjbjAHHH0rgviL/wAhy1Praj/0I1E17p14L+Pb1O+sTnTbXH/PFP5CpkADfUdKg04D+zrXGcCJfyxUynEx5z8tWzik/eYuRgkccZp+MhgfrUUJBUgjIK4pwcqfbAP6VDKTPEF7Dqc04HDBu4pq8Mv4U5B83JrNH0jJVYfL3ArW+JYUafpgGfuL/KsReHAx2ra+JX/IL0rnJ8sfyok/dZFNf7RD5mbac2cAP93+lLevstbg9/LA5/Kksz/oMBHoBn8KZqp22svqdo/DNa0ldpBBXrJef6mDRRRXqn0AUUUUAFFFFMAooooAAeaKBRTAKKKKQBRRRQAUUUUAFJS0UAJRRilpAJRS0YoAKKKKACjFFFACUUUUAFFFGKACkNLRigAopKKALVtMoHlycjOVz/KmkFJTt+6TVep4m3nqNw557142YYWz9pBev+Z00Z/ZZ1Wg28t5pN0bd/mVstF68dR70Slnv7C5ihMj5y0I4LEHJH41k6VqNzpdyZ4H4P31PQ1ettXU61HcFNgEm9QOcHvXmPlai1uR+9i6ilZxe3+R6JbTxzt50R3Rui7fyqw52iNgT8rHj/P1rNtZreG9EkMim2uG6A/ccjP5VqMpDqDnJbGPyr2qNTnVnuj4HHYZ0pqS+GW3+XyGZACFeyk0pYboh3OT+tJ96IEDgDH4cUrr++hOODnp2rW+pxW0JRhXde5JaoyAxLeigj/vqng/NnvtP88U07QoAHU7allIzPGDf8UNd/70ef8AvuqXw9c/2LcDH/Lx/QVe8X4/4Qe9BGPmj/8AQqz/AIf/APIHmGf+Xn+grJ/xDtj/ALlL/F/kdURiEAnkHNCqUWP/AGv6Cmzrk5XphuPwpSwBixkkOw/QVo+5xIcpPzkHkPQCRMvcbqUMAcEY3c/jimpt8xT23HmkhDrcF41Ykbipz+lN3funyeQSadAdqqPQGmsp2txztNJ6AhIyA7YPG1q4f4jD/ib2jetoP/QjXc5BcvgD93k4/CuF+IvGq2YPP+ij/wBCNTP4TswP8dHcaWw/syz5/wCXdP5VZAJnBzg4waq6dgaTZnqDboP0qwTmaP0HQ1T2OSfxsFJVM1I38B454qNwFYgeg4/GpDgqvsRUMDxECnE9xxmhCPypSMLxWR9KxBkMvPtW38SADo+lMP8Anmv8hWKnzMBxWz8RDnQ9L9do/kKJfCyYP/aKfzMqwJ+xRDP8P9Kg1Vs2ceepcfyqex4tI/8AcH8qras37iFcdWJz+Fb4f40aUVfEL1Miig9aO9eme4LRRRQAUUgpaYBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUgCiiigAoopM0AFFFFABS4oooASiiloASiilxQAlAPccUuKShpNWYy3HMzJ1GR1pzO0apOm5WQ8N1AqmGKnIOKt28rBgUYbv7rdGFfPYzCOhLmj8L/A6oT51Zm5B4lgu4hFf2+yUfcuYDgg9siux0XxEuoRxWl4Al5GfklU5SZfb0bHavPl0+HULffZHF0g+aEkfN9B3rb8NNHIqrOoSVWEZzwQf4cj+R/CuenXkpp3OLF5dSnh5Ra8/T0PQ15BHX1oT7sR64OD+dRwl9g3feyAT6+9LESXxx2/nXtxd9T8+nBwbTFLgE54IDD9aMYMYznLZpJQNkjA8gHj8ak43JkccfyFSC2M7xgN3ge/8AUNH/AOhVm/D840ubP/Pf+lafishvA2oMOmU/9DrK8BEjS5f+u/8ASs2vfR2x1wcl/e/RHUFn2kjsX/rUgGWizjHU4+mKYF/fnPy/e4PvUmAB97A+Xn0rQ4r9ED4zGOOTTc7Rk9FBoY/cPXBx+tDY8gnPPI+vWkLyEjJJHXG0/wA6eWzGuP7uDUMRIlCnOAoz+Zp+0KmOd2aTKsOI4cf7IAP1xXC/EbjWbRf+nUf+hGu6GCpA/urXCfETP9tWpPP+if8AsxqamkTqwH8dfM7iw/5BVp6eQv8A6CKnkGdqjtzVXSzu0i04xmBP5CrLjJjP1/lVHJP4mPmGVU/rUhGVxjODkVAhOwo3bGKlVs9+hpNC2PElAxgdaeGyMdCaauPm470o+6PrWJ9KwJG/IGMVtfEX/kBaYePuL/IVigfMw71t/EUAeH9LPfy1/lSl8DJh/vEPUydPb/RoeOqD+VUtXP8AqR35P8quWBIs4cf3Vqlq/wDrIvXaT+tdGG+NHRh1/tP3mbS0UV6R7IUUUUAIKWminUwCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACjFFFIAooooAKSlooAKKKKACiiigAooooASnxDc6xlgoYgZboPf2pppKipTjUi4S2ZSbTujTuLO/0ycGaN45EIIbsffPerFnqMkNwLuRWdEbZPjrsJ7j2PI+lXNL1k3Nh9hvh5sUa4VjyyD+o/wDrVYuNDWC8t5beUiC44jk7Z/ut6g18zVoOnNx6o2+sJWjU0v8AcehafIs0ELbw2QBuHRh2P8j+NOTCTAHg5x+RrjfDdzcaXqT6VcjbCxPlqzcxn0H+e1dvPEBcxSqchzn9DXo4atzPl6nxmbYF0bzWz2fk9URyfekTHOzJ/Oncck+owfyqNzmZx1yoH5GnxYcFfbNdJ4/mUvFWB4H1AY7If/H6yvAeDpVwPSfj8q1fFaN/wg+odNu1MH/gQrH8Ak/2Zc+8/wDSof8AEXodtNf7HL/F/kdYzZHA5IxSkkygFTgDrUbOWjc4GBUhb98GB4UFas4BANuRnjrSoCYE6ffx/OlOd5B6EHtTkUBVHo5oWwNjI8/aAABuVenr1pd2dvHVM01Qy3eSf4OlIoYKwz91CKTHuPXB59Rj9a4X4iKf7Ytf+vT/ANmNdzv/AHLH2B4+tcN8RCTrNrn/AJ9f/ZjWdT4TrwH8dfM7TTG/4lNn2xCmff5asH7wH4fyqppxI021Qj/lkg/QVdzkgY61Zy1PiZHGx4zyTwfyqdWG3PTk1XJIGcc9f0qZuQBjJz0paWJPFlYjJp3sOxpmMHGfalHU81gfTMkx84J79a2PiMceHtOXIOFA/SsYnOB34zW38RiH8O6YR/cXr9KJfCyIf7xT9TI0/wD484W9FX+lUNYP+kRD0T+tXLFsWUWDjKCqmsD99E3quP1rowvxI6cNpifvM2iiivRPZCikpaAG96dTadTAKKKKACiiikAUUUUwCiiigAooooAKKKKACiiigAooooAKKKKACiiikAUUUUAFFJRQAtFFFABRQaKACiiigApKWkoAkt5jBOkq9VNdjGbl9HlijAmhH7+JlP3eecVxOa7DwhdgQPEf4SwYEcHI4/rXmZhRulUXTQpv927q9tTop7P7dDY6nER57RAjjqw5GfrhhXStJvtrVhgAkEAdsg8VheHbeVNHtJ0kLIzMXjfouGOCv61tHAJjVcKH4x2yDXLhqTc/aNWPnM1xcI0Xhou+v3eQroPODeozToFxIv480TZKIf7qilgK5DHkEc13o+bexn+KWZvAmo564QY9PmrH8CErpVwfSbJ/IVseKlI8F6l6BUB/76rI8BJu0y6YkBfNHH4VnL+IvQ76X+5y/wAX+R1OD5TjHJDfpSxhgr7jkHJHtShcO2XwPmHTsc0+NCsaoXByDjPWrOFjWY7h2+Yj+dPHzFcc/M1KYmfgMM5OM0yNZAibRnknimiGLnM546r1prHAfHRs0oz5oGCPlOKQEnjnBFSykIvDSR47L/OuK+IoA1a0x1+zf+zGu5jwsxbqGx+lcL8Rj/xNrT/r1/8AZjUVPhOvAfx18zsdNwdKsZCP+WCfyq4CDtGSGI4qlpzEaRZDrm3X+VWWOJAfRas5qnxsNh3ncAOP4fpUhJO0jnqP0pVUZYjp6/hQn3g3QGoFoeKc7yQPenpyenFNByRSjIU4NYH0rBcl+enSt34hA/8ACN6YOPuL/KsTksSOlbnj9t3hXTPXYufypv4WZr/eKfqY1gn+gQ9c7Bz+FVdZ+9BnHRv51a01z9ghP+xj9Kq6196H6N/Ot8N8aOrD/wC9feZdIaWkNekeyFFFFACGnU09aUUALRRSYoAWiiigAooopgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJS0lLSAKTvS0lABRRSigAooooAKSlpO1AC0lFFAC0lFFABitnw3eR2t5KkoJWZNoOeh5wf1rGrR0O2+16zbW4YKZGwMnr3x+lc+KjzUZJFxtdXPVNETydHt4ycjZnj3Jq8P9cOep/lUVrGI4ki6AIq/kKlP+vhPTLkVz01aET89xUuavN+bJSNykH0x+tRD5YzjHGBUjHBODz6Uw8pLkcqO30q2c6ZU8Ut/wAUVqo7YTr/ALwrE8Dk/wBi3QUZIlP8hWv4rz/whOq+h2Y/76FY/gIhtLnXPWU/+g1lL+IvQ9Cl/ucn/e/yOrVi4ZanAxIhDDATp71DGuWKgcBjn261IGHmYxyF/wAK0see3qSAncvPcmoo2KOgPcU4sPLV+460wfNMMfwgj9KAQ/5vOBLE4GPpSIwI5xkHB96cDuc8dFBpqrjcQvbNT1K3Q/5eCOTzXC/EcY1azPUm1/8AZq7lM/LkYyD/ACrhfiKP+JrZc/8ALqP/AEKoqfAdeAf79fM7DTONKs+P+WCAZ+gq0+CckdqqaZuOk2ak5HkIR+Qq6+3bweTV9DlqaTYoYKqH1OKhQtnHTbnge1SnJQD0YGmqmI87ef50nuJbHjIweacOvFJtAHHalB4ziuc+mFXPA9a2vH//ACLWmHP/ACzUfpWNnpitvx8AfCumHv5a/wAqH8LIT/f0/UxdMG7TYeei5/Sq+spjyWz/AHh/Kp9Nx/ZcB7haj1oDyISOzt/IVvhn7yN6DtifmzHooor0j2wpKWigBp60opDSigBaTNLRQAUUUUwCiiigAooooAKKKKACiiigAooooAKKKKACiiikAUUUUAJRS0lAC0UlFABRmiigAzRRRQAUUUUAFApaM0AFPileCZJomKyRsHUjsQcimUmaAPbLC8TULSC7iHyTIsgHpnqPwNTtuE0PHO8n9K5P4fXxn02WyY5MEmV/3W5/nn866x8+bEePSuRrldj4HG0nSxE4vuOcj5zz1/rSjIM3fPH1pCcs69t3P45NJH/qeT2FSc1rIpeKxnwRqhPAwn/oQrF8B/8AIIn/AOux/wDQRWv4qb/ihtTH+yv/AKFWT4BB/sqfHTz/AOgrJ/xF6HoU/wDcZev+R18TYmYkY56/iaRgwBbvgimqzESdMk8frSx8rktxzx+lannaoXbkBexXP60p/wBYzfh+lIpxKg/2cfrSK2Sc98fyFIY4N+/YZ/gx9KCeHIP8NKABcs3+zioTtVTnON2D+dIZPk7IiD2J/SuF+IrA6rZe1sf/AEI13SY249FxmuF+IqgarZc5/wBFP/oRqKvwnVl/8dfM6/SedIsmPUwL/wCg1dWM7lHUf/WqjpB/4k9gc4HkoCPwFaSA4fPXPFV0Oar8b9RqoCo5x/8AWNKMqgAOaRTuRjnjnFNXDDnI+agk8Yz2x0GaUdfUHtTc88/3cU8YJx6nrXMfUDgMMB7Vt+PcnwlpjdtoB/KsMA5963fHuP8AhEdMx/cUn8qb+FmS/j0/UwtKbOnRKP7n9abq65tIzzw39KTSmBs4v93FTaku6wfr8uD+taUHaUWbxfLiU/MwKKKK9Q90KKKKYDTTqaadSAKKKKACiiimAUUUUAHSkzSnpSUALRScUUgFooopgFFFGaQBRRRQACiiigAooopgFJS0UgEooooAKKKKACiiigAoopaADNGKKKAE70YoooA6TwNei08SxRMcLcqYv+BdV/UfrXp/BdcDPzZ/SvEba5azuoblPvwurj8DmvakkEphkT7kvzKfYjNYVVqj5bPaFqsaq6q33E2P30hPQv8A40JjyduCPl/pTR/rZv8AeNCnCkHt3/AVieEzO8VDHgnVD2KJ/wCh1lfD5saXcDj/AF/9BWz4tz/whGpg4zsTp/vVj/D/AB/ZtwMf8t//AGWsn/EXoehTf+wy/wAX+R1sX3pAeDjkYpqcBu5G7A/E08HaWbqMMcD6ikYbFx3OcH8Ca1PNHBgzrx2FNChSPdj/ACFNQsV6c7M/rTz97PYsf5CgBZSfNPHY4/So5ckuo9QRTmJMgJPHzY/KmsjFw2eufwqWUrEkPLNuPykD+VcP8RB/xMrAj/n2I/8AHq7eMEc+4H6Vw/xD/wCQlYf9ezf+hVFT4Try/wD3hfP8jrdGG7RrLnH7lCPyrSiO7GDyCc1m6OcaHZH/AKYJ/KtFflzgY4NWctT45erFT7hxSYyobHWhflDD3B/SkTLRHJ+lIk8X5Jp3fik9TSnuR6VzH1A4H5j7Vu+Owp8H6cw/ur/KsJRx6GtzxyQfBem4/uL/ACpv4WZr+PT9TntGH+goP9n+tX7hVaxuBg/cNU9J4sYj0zGP51fKloZVHUqRzTp6WKqu1ZvzOWooor2D6FBRRRQA006m+lLmkAtFFFABRRRTAKKKKACmmnUnc0mAmKKWkoAXPFGaSigBaKSjNAC0ppKDQAtFJS0AFFFFMAoopKQBRRRQAUUUUAFFFFABRRRQAtJ3paKAEopaSgA716t4Uu/tnh2wJJZ4SYW9ivT9MV5T3rt/h9e4ku7Fj1xOn4fKf5is6iujyc5pe0wzkt46nedDKyn7zE0kY+RskEmlBwT6c8evNNB/dEgf5xXNY+P3Kfiw/wDFF6px/wAs0/8AQqxvh8f+Jfc4/wCew/8AQa2fFYx4I1Pj/lmn/oQrD+HxP2K5HOBMD+lZy/ir0O+l/uM/8X+R2kR+eQdBzg/jTZehOeh/PinQkemDkj9aiGQwA/u55+laM82O46EEKM9NrD9aARuUHpyabGx2c9dhJ/OkJAaI4wM4NK5XUmyGcegPFRkdBuydpIpVB4H+0TTWUiRCT7frTYkWBjj/AHhXC/EQY1KxI/59m/8AQq7UtgFuykH9a4n4gNm909j1Nu3/AKFWdVe6duX3+sL5/kdTpZ/4kNh2zAvf2rSyypwecEg/hVDTEB8P6cfSFP5VeYfdU8A5H5U1sc1X436sfjIcn1FA+UBcdeaQH/WDn71N5IRs96ZmeNdc+wpQcD2NJ1GfalOCP1rkPqWSKCVGTjrmtjxvkeDNMBBHyCsYHg884rZ8bZ/4QvSjzygqvsszX8en6/oYWlH/AECH/c/rWkmAz8ZBPFZukjGmRk+4rSQ8sB0yBRDZBX/iSOVcYdgOxNJUtypW7mHTDt/Ooq9hbH0MHeKYUUUUyhuKdSUtIAooooAKKTNLQAUUUUwCkPWlpD2oYBRQaKQBSdKWkNABRRQKQCjpRR0FFMAo7UUUAKKKSjtQAUUCigAooooAKKKKACiiigAooooAWikpaACkpaQ0AFavhu9Fh4hsp2OEMgR/o3H9ayqAfQ4PY0PXQzq01Ug4PZ6HuOSrMp5PzfzoX7jD0P8ASs/Rb8alpVtdn7zxgHH94cN+oq+jfI/XBHUfhXH1PgKkHCbjLdFfxXlvA+qjsEX/ANCrn/h8CbW7bHHmLz+FdB4nH/FF6uCePLGP++qw/h8o/s2656yjn8Kyf8Veh2Un/sM/8X+R2KZDDjuaiP30B/iAA/GpBnYQG7kUxyvmhd3Rlx9K1Z5sRi4Ee9R1Ug/maFU7FB7Mev1oUgRnHIw39aF5WP3yc0kWSL/rNp96GXGznI3BqQczZ7bP605iMKfQgYoJGsNvnewH864r4gn/AEvTfe2bj/gVdmcPLNxxtUVxfxCXbd6YPS3P/oVZ1fgZ25f/ALxH5/kdjohzoFjxwIE/lV5cl1J5GOlZ2ikroenjGQYlH6Vpj74I7irjsclV+/L1Y1sAOTwM5NIfugDtmnHlTnuKah+Ygjoev4UiEzxcNtOMexpx7jp0pG6k/pTgwYjPNcp9UwH16itzxkf+KF0sf7I5rFx8jnHT9Oa2vGQB8C6YfRQKPsszv+/p+v6GDpOP7MgIznBNaAJK9MEkVQ0g/wDEuhH+xV9RlVyec04/Cgr/AMR+pgaioXUJsdC2fzqrV/V1xehv7yA1Qr1qbvBM93Dy5qcX5BRRRVmwlAopR0pAIaXNFFACUtFFABRRRTAKD0ooPShgJRR2opAIaKKKQBS0lKKYAaKKKACiiigAoFLRQAUUUUAJRQetFABRRRQAUUUUAFFFFACiikpc0AFNNOppFDAKKQUtSB3nw9vt8dxp7tyrean0PB/XH512a/6qQ88//WryfwvfDT/EdnMzYjZ/Lf6Nx/PFetpzE4PXGP5VhUVmfH51R9nX5ltLX/Mr+Jsf8Ihq2B1iH/oQrA+H2TZXY/6aLj8q3vERz4N1X/riP/QhWF8P8ixuCP8AnqP5Vzv+IvQ5qX+5T/xf5HXqckHvyT+dMkO66JC4G5T9OKlXh/TOahKMs7kkeWMZ/LrWrPPiEZALAj1H6U9BhQmOxwR9aYmSHJPOCD9RUkbDKc/w8/nSQ2Ir/vRkdAQacwA+XIYbd1M2fvieo9Kdj5vXEZ4/GgBoGVlYd0HFcZ8RP+PrTCevkMP/AB6uyT/WMAchlFcb8RfludLH/TF//Qqzq/AzswH+8R+f5HWaKB/YenknnYvH4VpEjkDg1m6RzoVgV/55J/KtJuSDVx2OSr8b9WLj5fwqIZMh9CoP45qVcYH5VFuwQP8AZoITPGcEnI70Dke9KMHApU5z64NcZ9WPyWjPPUYNbXjJQPBWn8/wA1iAe/HQ1teMAD4H08j+6Kf2WZP+NT9TF0f/AJBcOO69fzq4ARGPrVHRiP7KiB9P8avc7OvSnHZDr/xJeplawv7yJsj7pFZlbOsp+5jcdm5/HNY1enh3emj2MFK9FBRRRWx1jRSjpQKWgAooooAKKKKACkyKWmgZpAOoNFIxAU0PYBB0paQHIFBoAKKKWgA6UvakpTQAlFFFABRRRQAUtJRigAopaSgBaSlpKACiiigAooooAKKKKACiiigBaQ0UdqAG9DS0GipAMkEEcGvZ9JvPtuk2t1kEzIrH69D+ua8Y7V6Z4EuWn0FYz/y7zFOfQ4YfzrOotLniZ5S5qEanZ/mbfiE58F6pwf8AV/8As1YngEZ0+fGf9b2+lbOvFv8AhDdWXPAj6f8AAqxPh/kWVyD/AHx/KuR/xF6Hg0/9yn/i/wAjslznrkDPH4VEW3rN2J4wfalV9jlf9vFRgmRZdqktluB9c1qzz4kkZTzmTBFEYHyjP8IpkakTbu+Tx+FORvmAx/DjpQgkObiZcHjbg+9PHXIHO3FQn5pVOeF/wqSFj6/x/wBKQWdhYwAiuOv/ANeuL+JJBvNMx/zxf/0KuzA/d46DOP1riviKSZtKOeTC/wD6FWdX4GdmXf7xH5/kdbo/y+H7Dn/lihBrRPzcjg1m6ISNAsc/88FrQQjYM881cdjlrfHL1Y45XHrn+tM2MVz3HH86efmipuSDjtnn86ZmmeMdCOKVWw3THNKSCeetNHBx3HFcZ9YSK2Gwema2/FwP/CC2BHQDBrE2/MvHU1t+K2z4CsR0p/ZfoZf8vqfqc/o3GmRjGQV/LmtJTnj1I/nWbouf7MjI47VoqOT2NEPhRVf+JL1KuqLusWPPGD+RrBrortS9jKv+yf51ztehhX7rR6eXP9215hRRRXSd4nag0UZGaQBmlpODQOlAC0UhNJyKLgKTxQKQ806gBCcU1gWUgc8c/Sl6mt/wvAr3E8jqGAXZgjPXP+FROVlcxr1lRpuo9bHPITjHpT61db0kWEomgB+zOcf7ren09KyqINNaFUasasFOOwCikFLVmgUUUUAFFAooAKKWkoAKXNJRQAUUtJQAClpKWgBKKKKACkpaTvQAveik70tABRRRQAUdqKO1ACUCik70mAtdx8O5ub+33AcpJj8wf6Vw9dd8P2A1O8TOGaAEcejf/XqJ/CefmkebCz/rqdzrw/4o7VcjB8sfzrC+H/NtdD1kH8q3dcBbwjqvP/LL+tYPgEYtLvHaQfyrjl/EXofL0v8Acp+v+R17ocnA6MCDTF5JwcbjUgJJJPPI61A3yHg8A5/StWectrEiMTICT0P+NCkZbnpwPypAQGT1IGf1pu07Rzzk0hipjzic/Wnh1DykdARx9aahxOwx6YpCeJTgcj+tIbHKx2hTjJbrXGfEH7+k5P8Ayxb+Yrrydrp9elch8QhiTST28mT+dRV+BnXl6/2iPz/I67RWB0GxAx/qEzWggwPc4NZ2hgf2FYjuYErQxyueflq47HHW/iS9WPXGzBprdWHuKM8LjvSE5z64zTMzxgHoad1PXv1pGXDU7bzjjgmuE+tHMfmDA962vFXPgOz46dKwtoB655zW/wCJx/xQFn82ee1NfCzJ6Vqfqc5opH9lx/571px438+9ZWi8aYp961CwGCKcPhReI/iS9QZNwxnOcgg+lcyQVJB6jiunyRz6HiuevV2Xsw/2s/nzXbhXq0dmXS1lEgoPSikPWuw9UDSdaM0vSkAYxSGlNJQAd6O1KKaaWwC55pWOBTR7UhyetK4DlUsQACSegHeuz0LT5LCz/ejEsj7mHoMcCud0AA6rGxONilv6f1rtiBywb+PH6Vz1pdDxM1xEk1SW27K95bpd2UsD9GGPoexrg5ont5nhkGHQkGu/cDb169awPEljmKO+QDIwkmP0P9KVKVnYxyzEck/ZvZ/mc5S0lArrPoRaTvS0UAFFFFABRRRQAUUUUAFLSUtACGiiigAooooAKKKKAEpaKSgBaKKKACiiigANIfWlpKTAK6v4fkjX5sf8+zf+hLXKV13w8iL65cuB8q2xB/Fhj+VcmPm4YeUlvY1oU41aihNXTO61rB8Laoi/eaE4X16VgeAQRa3Y6ZkA/SurkhDqylQysMEGqmn6fb6bJMYl2rKwb6GvDwmZKc4qro+552acPuhQm8Krpu9uxeYLnPPvUUq56nOM/wAqmkGMntmonwTzznOOele5vqj4NxlF2Yp4kXplQuKB9xcjncfw60xsNKuTgs3H4VJj9wOckNkfrQAwkibOewB/OnMDtYH0P/1qT5WkB3f54p0hUBwfTNIY0rlgc9ia474gt+80oH/ni/8AMV2ZwFxnkqcVxvxCUebpR7+TJ/MVFX4GduX/AO8R+f5HW6ES2g6eT0MKCtJmC7umayfDzZ0GwH/TEVqMo5ZeeKtbI4q/8WXqxzgYH501eSO3B/nRnMYx+VNQMMZPPNMyPG+WI+lOzk8duaToF+poQjPuBXCfWjgvBz1x/WtnxET/AMK/tBn8PxNYwJIJ9K2vEQDeALM+g/qar7L9DKX8WH+JHO6Md2nKvfFafQsp9ay9GGLKI59f51pZ3ZNKHwo1xP8AEY8L8/1as7VLNpJPPiUk8BlA56da0m6r/vf0p38Skeo/lW0JuDujOlVlSmpo5U8dePrTSa3dViElnu/ijw39DWEVrvp1HUjc9zD1/bR5rBnPSgHPalxS1aTNxDSYyKdRVWATFAUUtFFgDoKYecU+m0mgNfw6gOoMT/DGcfmK60/6v/gXb6Vynh0E30mOvlf1FdShL2xIxw1cdb4z5vNP433Dz1xt4FRvAk1s8UqkxOCGHfFSnmVTg4IPSnpnG3HXP8qyPOUnHVHndzbta3MsD/eRiPrUY6V0viWwZoo79R0wkn9D/Suarupy5o3PrcJXVakpdevqJS0lLVnQFFFFABRRRQAUUUUAFLSUd6ACiiigAoopTQAlFFFABSUpooAKKSloAKSlooAKSlpKGAgrtvhsM6nf/wDXuv8A6FXEfx13fw5ZI5b92AywRFPfuSP5V5+Z64Wa/rc6cI0q0Wzv+c04qG6UoB475p2zrivibWPo1IrnKcdV9KYVyrMp+6pJHcc1ZwCPmGDULowyVPtXoYTMZ0fdlrE+dzbh+jjU6lP3Z/n6kf8Ay1QHnGTSknygc9xihTvmVgMMFxj1oH3EXt0r6WlVhVjzQdz83xeEq4Wq6dVWaHR84PHB/oKR8mInHXI/I0itsXnnIJ/SkB3Qg8/eP860OYkJww4/hrjviIMS6V6GKT+Yrr8kspPcf41yXxCILaSMf8spP5ioq/Azsy//AHiPz/I6TQjjQ7A+sCitMHAOOODWVoef+EfsD/0yWtAk7wD3GOKuOyOWt/El6smUnac85pWdeg64zSRg4A7k0zYzAkgZx079aZh1PHx2B6UkY+72/wD10BffmhDxzXEfW9B6ryQTyK2vEIx8PrbHT/8AXWJnGT6itvxBn/hXtt9f8apfC/Qyl/Fh6o57RBnTocHpkn860QOW/wB01m6Hn+zkI7A/zrSiPHXPFKHwo0xH8SXqOyCV+oP6UpID/iP5UjAHZSuckZHpVHPuNmj8yCVPVcCuY5rqQRhzk54rmpV2TOvoxFdeFe6PUy2XxRI6WkNLXYeoFFFFMAooopAFNp1IaQGp4eYLqeS2P3bY9+ldZACscinkgk/pXJaBE0mqpgZCqxb8sV1sfKyHPY9fpXHX+M+dzW3tvkid1+U89B/PFIXAA9f5cUjEEuvsMfkKRlVMEnkEVmeUvMmW1TUIntJMATLsJPvwD+Brzq5t5bS6ltpl2yxOUcehBwa9KsP9anPIOf1rm/iJbRQeK5XiAXzolkYDu3Qn9K6KL6HqZRiOWs6L2av80cnS0nWlroPowooooAKKKKACiiigAoooFABRRmigAooooAKKD1ooAKSlpMUAHWjvRR1oAWiiigApKU9KShgJ3rrfD4Nrpkcg+WSaQyK3sOAP0Ncn6123lLb2tnEG5QqAR9Of1rjxTXLyvqDutUd/Y3K3VtHKp9j9auAEVyfh+/MT+RIc7mIH17V1SOGxXyGLoezqNI+hwlZVaSfUCgYYNRsAOKnJ6YxTGUZz61yNWOpMqtHu5Woy5CiNuMd6t/dqOSIHPHBrfDYqpQleLOHH5bQx1PlqLXo+qIUxhQR90YzSYxHx0zkUYaLIAyp7UqZ8sFecAAivpcJjqddW2fY/Ns1yPEYB81rw7/59hTgMvX7tcj8QiC+lEf8APKT+YrrSOTnrtGK5L4hEf8Skj/nnJ/MV1VvgZ52X/wC8x+f5M6Pw/j/hH7LnH7lTWkx+6RWV4f58PWPXJiArSb/VrxyCeauPwo56/wDFl6seX2uAD6GkDjzGBbOT2+tKf4QfvYqOUAlsDBOefwpmW55FnkU+MjcAB3pg5NPXgLj1PNcR9WwJG48dRW5r/wDyT22JrD54zW5r3Pw8gHoc/qapbS9DKf8AEp/4kczobEWEfPetWP275rK0TA0+PHXJrVTBA+pqYfCjTE/xJeopI+U9gaUjnpxTGPyYB6GpXADH8P5VZzsQ8Rt+I/Sufvl23soHQnP5iugGP1NYuqIROj9mXr7iujDO07Hfl8rVGu5RooorvPZCijp14qSGCW4bbDFJK3pGhb+VJyitWNRbI6K37TwV4ivGATS5Ywf4p8Rj9ea2rT4Y6jIw+131tAO4jBkI/kK5amOw9P4pr8zaGGqz2icNWhpWiX+szeXZQFlH35TwifU/0616jZfDrRLNFMiS3cg/imbC/wDfI4/PNbzqltbiGJVRFGAqjAH4V5WIzuCVqSv5s7KWXSes2eb2+lR6OpjD7pGxuc8ZPp9KniY5kGP4DWhq8JL5A7/zrPQZdgOy8flW2GrOtTU3ufE5tRdHEyiyRlwxx3A/lTj/AAk9CTn8qCxG05429KapP3DwMdRXSeWi3YHEsRxzwP1rD+JuD4piI6G3H863LEESxbjnDAfrWX8QoxL4ws0fAVolUn23U5S5YqXmjfLpcuMT8mcLRUlxA1tcywP96Nyp/A1HXefXppq6CiiigYUUUUAFFFFABRRR3oAKKKKACiiigAooooAKDRRQAlFFFAAKWkNLQAUlLSd6GBJArNOgRdzZyB645rq5LoXNq0m3aWKlQD0yeRWV4chRrp5ZCAAuwZ7E9T+Vay2rtE1qhBAYMCQRkA4rz8TJOol2E7tNI0Q3km2kXPzPmuyglycnj+lcYYZZry3Cg+UcAjPQrxW7ZTStcXY48tFDKe/HBrysbQ9pHmXQ7MDW9nJRl1OgVweaeDlsVnRXAIAqyko7V4Uke+WmXIFRuhAPcU+OQFck1KDnj1qGh3Ke0Ec8VFJHg5XIb2q5JDxlR71BkdSCKSbi7rcJxjVjyzV0Q53ffGDjGa5D4hrhNJH+xJz+IrtNoYHjisnW9CTV4I1ckNEDsPpmvXoZo+X2dX7z5XF8MU41liMLpa/u/LoLoH/Iv2WO0YrWwcjv3qhplo1rpVvblsvEm0ir65AHqK+gpTjOCcXc/PcbRnSrSjUVndg7cqaY3K5HOSf5U7+Mk9BmmDBRh7g/nVs5keRIORz3/pT15RfxpFx+Gf6U4cDb2zXEj6tigDapzztra13n4eQ8dP8AGsUkBQPY1ta3z8PYvQH+tUvhfoYz/iU/8SOa0IbtOQjsTWpHyMn+9WToJ/4l6kHo1a0fUZGRnNTD4Ua4n+JL1BseUSO7U9s8/UUhH7s9MdsUHJj49qswHcbScY5/pUZjjlUCRQwxnBHFSoD5f+fSmj5WyP7tGwk2tgjtLRMlrWJvqtdVYaVo9zDGx0y0J7/uxzXOKMgE+tdDoUmFC56GuDMpTVLmjJq3me/w/W5sS6c9brrqdPpugaNHlk0qyBIwcwKc/mK6FI44kAjRUHogwP0rMsWGBWsnIrwPazn8TbPs5U4xeiK04wTjg1UG7zcMOKvyKOeKqlcNnrU3QInAAHTIrNutrSN04rR3Arz0rNlQZY+9GiBbnM61HhQR6GsSFFMjDJyGArotYAO0Yzk4rnon/eE87ic4r6HKpXpW8z4XiaHLiFJdUO6wLk8//qpy7WcgnA5owDgD1BH5U2MnOduQRg16p8x0Lliv79Sc8P8Apmsv4iD/AIq2xx0Ma/8AoVaVsSs6/XiqHxA58Y6aSOqLx/wKlU/h/caYP/efk/yMDxbZ+RqouFHyXC7s/wC0OD/SsCu88WWvn6IJQPmgkL/8BPB/pXB13U3eJ9Jllb2uHV91p/XyCiiirO8KKKKACiiigAooooAKKKKACiiigAooooAKKKKACkpaSgApaSikAtABLYHJPAorTsLMxyLNKMbT909R71M5qMbsG7Fm2HkacdgOU5Yj071qWGvW7GBDcRByPLV0GwL6E9j+lZ1w3+jSNHjMgK4HqTWZd2uy3WNcF+nA6GvJqJy94mMrOx6DZbc+cwxtBU8/dbP/ANerXnfYLC+uOoEJ69M9q57Q7v7RDA7nOcRvjs6+3uP5Vs6zPD9gWByNkjguBwSB0H50QScWmKbakpIj0/VftEMb4IJHQ9j6Vsw3a468isizsILuDAzGUUFSvele3u7JjkGRB3WvHxGDnFuUVdHq4fN6Dl7GpK0vPqdLDOGA5FXVkz3rlba+QkZJBrWgvAQAWrgcdT1lJNaGzuBGM4NKYgOMZBqpFODiriSjoazcRkT2/Py9P5VDgjiru8ZyOlJ5SyfMOtS1YtMpiMHgDn1oKMpAIJ5zmpzEyHnipI15561vQxVSg7wZwY/LMLjYctWPz6oz5Mh8dsE0icngccda0ZLQPk/yqo9u0R56ZzmvoMLmdOr7s9Gfn2acNV8LedH34fivkeObh0x3pxwHB6jdxTQckHHPSlGCRn1rY1HEjaMj1rc1rn4ex4Pf+tYbf6tfat3Vxn4ex9Op/nVLZ+hhU/iU/wDEjlND408D1bNbMZ647VjaHgaePfJ/WtpThjxyf8Kmn8KN8T/El6huATB78UuR5b+wFRnp+Ap4+6R6qP51Zz2HhcoOe5pnBKdvlFPXG3HfPWmFiSoGOF/rQJE6n91z2NbGkS7Lkr6D+tY4OEPHoavWTlLzOAMgZrDFQ56MonXllb2OLhLzPQNPkyfpW9H9wGuV02XODnFdJbvlcZr5GJ+mSXUlkOarMMHB6VZc847VCwzzVmdhmCAPSqc+FGSOatsSR15qrOcrjrQCOf1TrH2G4VzajDkd1J5rpNWBEOfQ5rm5flmYZBBY/rzXvZRL3ZI+O4ph70JDt20KQOR/QUoLFiMD1pSP3f4Hk0gG2Rh3wa9o+NLFuf3sWTx8tUfiESPF+nsecovP/AhV+DmVMD8vXNZ3xAB/4SnTeesa/wDoQpVP4b+Rpg/95Xo/yNO8eIWMxlP7oo4f6dK8xkjaNtrAjIyM9x616ZcxLOgtnGVXJfHfJ4FY11YWMeLeWEyRN8yknDL/ALpqoV3F67HsZS40r038T1+RxQorbvdA8t/9DmMmf4JBtb8+h/Ssme2ntm2zROh9xx+ddkakZbM9y5FRRRVgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFIaWgAkhQCSegA5NACVLBbS3DERrkDknsK1bLw3dzASXKNDEegP3m/wrZhsG3RwxSLHFGwXagwSScD6kmuerXUFpuLmu7Iz7DSViLGaPDxtkyMeBxxTZmhSXyN7bW+bf3b3+lXb1l3/ZpZDHBuKlh0DKcEn1zVBYkhaWS4TeuCI4z/EP73sB+tea6zm9S/Z9SVVe2hVpBlYlyD1yx9fpSSRboFuAp+Xq2OMmiOTzcQL8ylPlz79zVrUIvI09LVcFyPmPp/n+tbW5nY572Vyvo0M1m8cjo6QXXzwk9CVPP6Zre1GzN0EuZHHmR8AA8SD/ABFYaXTXaRIuI5YF2xxnvnqcfhWvct5Eawu5ETqCG4LdME1nrF3Zq7NW6lzS7lYZ4o1BYtgY78nGBW+SruWVgyjd071xjTwafu+z3HmzFf8AW4xtB67R2PvWv4bvTOskRzhCCuR2xVQqe95M8fNcHz0var4o/ka8+nW1wxyNrgn5l+tUntrm0OV/eoMcjqK1weVOOoyaCdyvx0K4pVsFSq7qzPKwOe4rCNJS5o9mULa/ycE4I7GteG5DdT1qhJaxTu5ZcMCORx1qEQ3EByreYuM8dRXjYjLqtPWOqPtcBxHhcTaNR8svPb7zfEnGc8elTRy49x6Vi216GO08N3Bq+kqkghs15zVnZn0ClGavFmmsqP1GfrSGMAblOfaqm8duDU0cuCASQfWpcUNMsISOv61IUWReRmkjljcYJ59aecY45HtRYDwNfc0q/ewT/FSDqaXGFz3619UfnA7gxDnoa3NZB/4V7Fg8ZyfzrCzhFzW5q7bvh/Go6gn+Zqo7P0MKn8Sn/iRy2ikizXPQg4/OtkEls9+P5VjaLzYp9SK2QNsoGeoHH4VNP4ToxP8AEkJkkj2x/OnJ90+6H+dMPDD6f1pQecY/hNWc5J2/4FSKBsBHcEZ/Ggnk8cUij92B/k80CRKG+VRjqOasxuBcIc9VH9aroAY1PcZ/nUq9U7USV1YhPlkmjsdMl4X5jXU2j8DJ5riNLmyqmussJcoCDXx9aHJVcT9Sw1T2uHjNdUjaKjac9DUTYAwOhqVWynHeo3Ayc9qktEDjC5BFVJuatt07VSnPGRQNGPqKh4XHqK5aZQZFbsSCf5V1l2AUP0rlp06jH3SRXr5TK1Ro+Z4np3oRn2f5gBmNuuMUhA3Z5OS1Lk+X8x5wM+9A5+oJ5r6E+BLNvkyjjAzxWb8Qvm8S6Yen7sD9RWhbkMQec5xWd8Q2/wCKh0w9zGD/AOPClV/hv5GmD/3qPo/yNWJcXE5z/EBWXqMdxLOsq/6uMBNhHDZ5J+taqD99MBznnH45/rVW5uVjAjbbhpMAnpisE/dSfc9nCQX1mU12X5GALiRS5jxtDEc/w+1SLdySJteMY755FaH2dHknKhWjzgkdM1Xa0jI2bWjcg4dWwAfcVrFLoerJ9ymw0+4Jaa1j3DGTjGfypx0bR5hlTNCSezZA9+aYdOuxwqrLzjC8HFPSSVZB8jZA6dxW0XNbMnm7Mhbw1ak/JfOuehMYYfjimDwlJIzLDqFq5Azhsqa1YjHKwjRyrHtt6+tLcQJ5okjdQTxkdfpVe0mupXOzMPgbV/KMiG2fAzhZDn+VRjwTrrWwnS2jkQ9llGfyNdNbQXGzashGO6vzitQSXBVEt7xGYckOcEUe2mh85waeC9dfrZhDkgBpADTB4S1XzCjpEmBkln4H5Cu0utV1OyPlXYYA8hjyCPY1G2tNISrOgLcFiKFWmxe0OWfwXqEcHm/abNl9nbP/AKDUR8I6kGCq1uzkkY3kfzFabzyXV6ULhbcA7yJMKAOc1tXEEk7tNDcspjjXCNxnIH61lPEzTsjaF2rs4WTQ7+OTYYlZsZwrg4FMXR79jgW5yBk/MOP1rcljuopnYOJWjbYfQ+1SxXUv3XiMeTyQDzW8a0mtTKVSzsjA/sTUcE/ZiMdfmH+NPttBvLhwv7tP95s/yroricyfJGy5Y+uKjtU2M2+6jjGMHHOabqyJdRmY3h0wtsd2kk9F4Fa1lZixQFLZFfruC5P59atq0EeJJJ3Y9fliP6VYkmMdq0hkIz/z0AGKzc2yXJvdlASSzl4/mBAyBV7R3s1tyksfmTx3gW5WQ8hWGFK+nIHNZUl4skg23HzFcZU44qgZfsmpI7zgx3Q8lyG+6cgqfzxWM42VxxfRF64ktjefa9RhLM8ZeKNB33H5f8aydQ1EXhcOvly42kKOMZ4A/CtHWfNjmMiRYJ/eqvXggZ/XNYqnzJDcS7WfqFI4PvXHSjypt7nVN3skXtHULKXnDKFjycHGB6H61oMWufNmIG88gH0qlZ/vHMYBK7izsx+8f8K0ztVgck/hXoUo2V2cdSV3ZDYolCK4HPdqZcmSXG7G4dyeAKPNYAqmM+3WkJVhyRzznuac1dWFF21I2tCQsrhQo4UA9TWrp9ybeaJY12ovJUd81mqJGxnt3zVmMBZA2Tk1mqaSsVKXOrM7aMhtpB42gikbO9we5FVdMnBt1RvvgZGfSpmfJyOu8c1cXdHxmNw7o13Hp0Jl4DMe4GaamOgPylf60o4GD1zzRDxtXaOAAKo5GMnSNiS69zyOtUdRvo9Ga0MkhKXG7Ge2Mf41pOCYmI6gmuX8f8W2kkDHMv8AIVx4rC0qkW2tT28ozTE0a0YRl7rvo/Q6i0v1uIQ6NuVhkYq6rqVO5hWB4biWXw7Zbgd20/MOvU1psGhkUOfofWvGxGAnSjzrVH22Az2hi6joy92a6d/QuJhWO9m2dgDxV6OQr0b5fXNVIVWUYyelWPIAUqprjtc9xHiJON2OPan9fwIpnrTgMDOO9fSH52BOY0IHOcV0Gqjf8PkOAME5/OufCkqn14re1HI8AAe5z+dVHZ+hz1fjh/iRy+iDOnpz0Y1rD7wPfqKyNBx9iUY5L1roMt04Aqafwo6MT/FkK2Dhjxhc/rRjIHPahuFJHpiiPDDpnK1ZzdB27B9umKE+6vsDSMvDdwB/WlRvnTsCCKBEkZ6GpdwG32qJR8owOhpWBB6jrTM3qzc0x8ZUHoeK6qwk2kAde9cZp52XLgHiupsJTwa+ZzKHLWb7n6HkFb2mCiu2h1luwZRn8qe4qpayfKADVz61wpnqNaleQDHAqjMeTxwK0HyQelZ8p69PemVEy7rBU8c1zd2MNN9cn8q6O54Fc/e/61s9Cprvy6XLWXmePntL2mCn5akCj5Dk/wAPFBVgoOR1/nSrt247YwaCOF78DmvqT8xvqSw9FYY61mfEnP8AbumE9fK5/MVpwAKoAxkHkVm/EkZ1nTG9Yv6ilV/hv5GuC/3pej/I0ZboWcqyuoKsNpBOMnFUZWg1P/SLZiipIHZTyhOP09M9KuSWyXVuiyE44PHtVAzfYb0AukaqRkY6isKlP3r3PeyvEU5Q5be8tH6FCKBkuJJTMYnfLbWPynnseh4ppaX7WcOWXH3lPFaAexbc8MpSIy5kjVNy9M8A8Dmq7RWRDOghyTkFSYmx+opwbtsenJIr2mq3H2pEJXHJDY71sLeIyEzQKQFxlTzWTa6es0yvD9oQLwd6hxn6rWh5csUR+WF124yWKk/mK0U7EuBYsbzS5l3qXjOSuWGcCtOO3sEUrA8cpf7yvwceorKsbeGCMmW3l99oDjGPao2aI3gP3Sp6OpXj8afOn1FyeR0cmhwg4guQFbDbW4x6c019AIJy6+ZtwDn73HJqdfLazQLIkhI6g5qCY3EZVYS5GcDDcD86OZicUKqTRQf6VF5kLfKVbnA7Gsm+0rSywW1dEf7zR7+vtmuktpJdh81jnb0bHFcFr1y8+oSlNgAP3hxmnG7Jloile2sjuLeKIQxNIAwX+LnqT3roJbm3uJpIvMjMhnGAMj5RXOWFxKdStfOkO1ZQ7Z745/pW088HlLL5cYkO52bqRgGoqJXNINtFK3i+0i4CFy8jlhjnv1q9BFcDagkZCThVI/XFY2hXbpc7PMxkdPWrgmkkuw3nOxzgGt01YxadzQltYijNcqDj0TkCoIYrFyFjV8A8gHbVi6XfCQJmYr8p5qlawxRyMfOA4yB945+go5kNK5oG2hZuZGGOQDzVXVPsdvb73i81m4yT3q1kxJuZcLjKmT5B09+TWTftHJdIJEaYMOFAKqv1J71DqdlcpQ7lNTaiMExl5G/gXrj3rN1S1VoSzMsbEkhAcsPwq+0rhWUvHDtyAsI5P41ULW4ZzcRFzMoCsWOFOeSfWsK0pqN2a04xbsjprNItd0WFgd13DbbgD/y0X+IfUEH865eBGNxICCcjA+lW9G1W20uBY3m8ue2n82FmGRIGOGXjpxg/hWjq8ccOqi4gh8uKYblUjrj/AOvSpyUldBK6ZHbBUUFTufJPIyc1PMpCZ+bGf4ait1Bi44YNz7ZqUkBFbJ5H4V2x2OaW5WIwFGdq+oqRSd2NuSORUbDK8k7c8D3p+dvzZ985oGSpz82Ov6VJbq7yr1x0x6VXjLnhWxzy3qKuQkJxyB1GeuaW4jTt7oxOjMdoHAz3rcY5jOMDLcfpXKkeYyqp579x+FdPaypPbxEHJHyn9KnRSsePm9LmhGouhZBAZT23f0pBliCTznt+NNUl3jBGAN3+FScBiB0DVR84xrco4J55x+dcx4/ybXSSezSj9BXU4G44H+eK5fx9xZaT/vzfyFZ1fgZ1YD/eY/P8mbPhZiPDdiOoKn+ZrbdBIm1uQaw/C/y+HbHkglT/ADNbp7H6ciqilKFmY15yp15Si7O7/MpW80tvcNAx+UdGrVikyNpbtxms25j3gsg+dTkGnWtw0igOORwa+dxmGdGemzP1LIM0jjsOlL447/5nkY4UmngnHB70EAqcGk/gJr1z5Idj7o6Yre1IH/hAs44IP86wAc49a37858AHnoT/ADqo7P0Oet8VP/Ejk9B/48gP9utgcDOeO9ZGhgiwB/2zWtyEcHtUU/hR0Yn+JL1JMYTj0NIowvX+E/ypFPUZyMHFKnT2xWhzMUHhj6j+tKBtIX0amp8oYZ9BTmHzEc/eP9KAHRn5frzTurbfwpseAo/EVJkecpHcg0zN7ly3k2XOc8Hv+VdJZSYdf0rlkOCOeg/pW/aMQIm9RXkZrSvFTPquF8RaUqL9UddZTdu47VpqxK8ngVhWUm7nvWrG+Rn9K8CLPsJRJ26dfpVCdepxV7ORkDB+tVJl61RK3Mi4Gc+tYF8P30Z9yP0reuzyawr0/PGeOHX+ddOGlarFnJj6fPh5x7plPIWLJzwQKMsShHPA4okiyWTsSeP5ULkKhJ9sivsD8ldkyaH5k9DmqPxGx/amleuz+oq+gYL+WKzfiK2dS0jBJ/d/1FKp/DfyKwWuJXz/ACNVcAKvTDY/Sue1eKQzvM8Quo2I2+W2GXttK9a6BcuCOmTwfwrAvXnadWaONgD94Dnv/wDWrKq9UexktNc05FPSd81xIkUUqbmX92R0xnP6fzrZk0VowxuCqpjKjqc+1RWM80VxJGQxljCqx56nkj88VNIlxPhZ3kwwxhWG4dTVRvGFz2WrzsULHT/3rfviozxl8Y7/AMq6Gzmt7NcvdROQc4Zzg/WubfS7JWQgX77jny95XPvmtEaRZC2Mf9i3xAI/eGbL8+vHSojV5lqipU2nozTuPE1gGC/2daS+8a8/pVZfEVq7ELpjqc8BZSMfnxVYWcEMRSOyv0TOeHUH/wBBqIvbMJEjju0bgKCykbjxyccVT5baiSleyNITC5fKWzbXyMsqNg9+mKldZFO5fJjUHoQ6dfoarWNgvmqYry4Em0/unjUhmGeBg+1bZT7ZpilFySMgng5xRDkn8I589N2kYmsy3dlbNIbd3Q/KWiuTgDHGQRmuevnjjmRHhkXzFyC8ueo9q6G+urpbGaKSIPuUZ9OO+KzHlX+x7O6a2idSTE7bT8jKcduhxg/jSqpwXuodJqbfMzPs7N7iVmFq0Kqm4s5JBzjFRy2dxbwygwkO/G0t2P8ASrMUd5eW0rxvJsiJQuWIAI6E+9VLuO9iEazy+YW5JByDjtmpi7vlZUk0roS2RoJSz2BXcSVZSRj1q8k9sznbbpxjAIY/XvVaBbl4RHFKxHdRzVpLeSJdwDbkGSAOtdapxOV1JFqKa3IBMaL7pBnGPcmrkT24T5J7pwF+4CEz7ZGOKzymxWCj5mGcMeTihHOFOF5/vHpT9nEXPIuR30UbARQKgY4bI3Mf+BVW1S2S5fzYZHUgHK5yDTANzZzuI56YApg3b2AYE4IJzTSSJu2Z4tIlfDPt3HPTOaqajEjsxhHyKu4YHT1rTZQwAbkjvjFRuIVt2VuSrbifRW4NRUjeJcJWZy0sYM6I4LBuc+grtgvm6DYvO6uykqjAfeUg4/H5RXP/AGVftCxsoYxsV69RXSzwFdO06Ddwqo2PT5f/AK9cNCm0zqqz0Klu5CcqcluR1GaDlg2R15NNClGI/hLkZ6Zp2CGI7gZ47V6ENjkluNeXKYIyffqKiyQo4xzyTzxUg35YpjpnNKq5I28Jng+9N6sRJbxYjctwvGAal3B9xJPHXb3pgCksg5x3z79Ka58oLGg/eHv1A96NiXqW4idu3HIPOOgHpW5pLNG5SRsB/u5rNt41hRVxhc5yT1b3pZb1oXO3GRwMdvaplHqTVpqrBwfU6ZVdJFYjoWp4zuc+pqKKX7RbQzA8OPXuOtSkYfA7nNNM+LqwcJOL6DyDnAPQf1rlPHx/0PSSf78v8hXVHljz0rl/H3/HlpQA4Eko/QVFb4Gb4B/7RH5/kzV8MnPh6wGP4W5/E1ugkhcH04rB8MP/AMSCx9kP863QB9SOtXDZHPiV+9l6v8xMk8Y9ailiKyCVOvcetSqOOePelPfPPAqK1GNWPLI2wOOrYKqqtJ6/mePqcx/U09uhGOMCo1P7v/gVSKfv/SuU+hYi5BArdvS3/CCuCOOTn3zWGOWxmt+9BPgFyemT/Oqjs/Qwq/FD/EjlND5sQD6tWtnKOT025rI0I4ss99xrX/5YOMcgVMPhRvif4r9RqEj8qfH932HFMwQu7HAxn8qVGwo44NUc7Vx4IDHI4zT15YimAblbNPQAMST3pksdGobA96BkBSezYpUGFzno1NJ5A7Z5oJLSuB5bH3FdBEuNMtZR3BH61z8XIViPXJ/GuhLhPDVu392TH61jiqXtKMl5HVlmJ+r42nLu7P5mxp0uVHPOK2on4HNcrp8uGwTXQ20oIHFfIWsz9ReqNVPu1XnBzg96miOQPpTJwMZzVGWzMO8Xk1zuogBGbPSulvfukn0rmtRGUY9sYrWk7SRNdc1NojbAuMk8ZNQouISDxgU5m37WPOQD+lPTAQ4H1FfZQ1SPx+suWo15kkXA4z0rM+I5/wCJppGMf6v+orVjxtBHrz+tZPxH4v8ASD28rP8AKnU/hv5Bgv8Ael8/yNcs0dq7r94EfyrNYb13xJEz5/eK5wMf5FX55vs1jLLt37VJKnoflrBWdDHtccsoJGelZz+I93KLeydu5ftXhtpdRkbHmyXZUkHgYxj9KZ5yT3SKjkBiRkjrwe3vWe5kkdZWUgOVilB79djfkCPwqyliVuYyrN8rgg/jVptxsei9JFf9zJ5StcSKNuQ21gc/3f8A69bcEMQiaRdXuULfe/dn05rMWxL3xRZZow27DbgQuD2rofLS3ijh8wtk8896UYKxrKTRH57DJXXWA6keXnj6fWs77RbRxXZk1OEs2PlaMqX9gccVtwIUQMyrvB54zkelOvY1SxkJtgdzKqsFHHPWnKKsTzO5V0/YqXE0MtlM62TsNjDIJ+nOevNWLXTJfsUUZZgoUE889OhpqC2mW4FtYPET5UCjy9rfM2WOffHNdQcW8SIqqvIBKj0FZwXKtB1G5NXOVvdBjNs/nTyliOFTv7VkaXYrBpuqwEu0ZnikUPzgkEZ/lXR67qRhjlCHCngEHIWuU0uV20zVZZ5DtuZIo13dMjJP6Vc1eGpnB+8Q6hY3FtcSNYXc0aFt0yI3AY98VSlstTkcSSSG4U8gk5x+FbMU8MF9OiyZVdoDE5LYHp6VBdTSRSfaLQ4VuSo/rWlOKtcVSTvYyBqNxZON0YUqf4eK3IJ4dWiZrSbybtFJMGPvqBzt96xr+YX6MywkSLyV/vDv/SsyzuntLuMx5DKchgcEYq22mRFJmlBdfaDtYsSGIAJ54qw3QqFBPbPpUepTIdQiuoIVEdwm8kdd3Rh9c1G7SFssu3tnrVJ3FYsKX5DMTjmpQdvGCPqetQBxvwZCcjGMd/el80hAe5XGeuTQBJtUybuuOevBpi2fnTHexCH5G2jnFKTzkhuOuasNPsmZkONyjoO9D2DqYWrQPF5T4KsSY2JP8S//AFiK3NTkKQxAclI1UDPpxWRqszXMwXGf9MXaAM8Fef5Vo62SUZcn92QfrljXLD4jon8NyJtwkwwXs/fqR3qWOMsWA5yM59qZEzTwFgTkrt6+hp7PtbaMD5ccVvAzlsmV3YkqMHpyBU0bKrgMM84GOgPrUCkhFboRwM/zpwIRSxbGOOvX3q9jN6kzsImYkEyZ2gZ61asoAB5rjLHkk9qp2UZnufOJAVfulumcdauyzo6lY2GAODjk0lqHQkubjY+xDx+fHpVZEYszMMbhlRTRmRM5Ax1J9e1XUCgGR8BQOp7Ghgtze0xg9hgDIV8j2yOa0WZS/QjHFYeh3n2medMYXy8oPoa2c7pRjrj+tRA+XzWny12++pIx2g7efmH865fx9zp2ln/prKD+QrppD97Bx8wrmvHmTpemHH/LaQf+Oipq/AzDA/7xH+ujNLwsV/4R+xOOdrfzrdOdrMP88VgeFl/4p2yOMgBv5mt8n7oGcHNXD4Uc+K/jS9X+YnO0d8gU4kqG47UjDgDPJGKWQfKeeoqznPHQeOfWpMct34rhqK8n23kff/UP734f8E7gjLV0N2P+KBl5/ib+deTUU1XstjOeWczi+bZ32/4J1ehriyz1+Y1s7j5b57ivO6KSq2VrGlXAe0lzc34f8E9FB/dNnHbmmcsMYx1rz2iq9v5Gf9m/3vw/4J6QoG1xnsaOmQRzXm9FHt/ITyz+/wDh/wAE9NjyVPemAqWXtnP8681oo9v5E/2X/f8Aw/4J6qPuxkHjn+da2rOIfAjSDhlfI/OvFKKf1jRq25H9j+/GfPs77f8ABPbNMuRNbQzA/eUGultH4Uk183UV408BzO6l+H/BPr4ZpyxScfx/4B9V28mQBUknzKRXyhRSWA/vfh/wQ/tPX4Px/wCAfTF4OD+VczfjCsPWvDa9jsP+Rd0zP/PpF/6AKzqYf2Nne500MV9YuuW1giJ2RjqMZ/mKmU5RmyAeRUUQBjQ9OSv65qSNAyycdPWvpqDvTi/I/MMfFQxM49myeNgCVPQk4rL+JB23mjHt5R/pWpGFw3pjj86yviPxcaL/ANcj/StKn8N/I58F/vcfn+RPqzuPDtw6sQ2Bz+FVBZAornAZlGT6GtO9P/Ehu+ByqKM+5WqkgZz5Y6McYqHue9latRv5sqpaGOQKHyrSCRuf4UBGfzatSBIFkDsTgEAH3rNxZ+YI7lpof3ZRJYznZ8x6r3pjWupyKq209tdoGB3RSYYc9dpwaaqRSsei6crplmI3Uk0aLMjYjJTK4wDWpaqGZRcPlgSCwPFcxOL60umxDfFQxWP90cbPr2pyvqTRhmAiRiQBIDkn3ohLSxclrqdrG6MwCyDjgHPH1qnqV6oikUyCRY3RiA23vXP2wvpYCy3G04PCqeKJrTUEVjD5k7uuHBjOCKTbErXN59aWynuLnfvWOWKYhWydmNp/LNY+oeNbhZWZEnIznIA/SqSWOpCRDcy21soBXZM4JZT1BAzRBp9jA+JJp74qRtAHlxgfU8mojLuVKLb0IBquo69MUtYJI0QZlmnbbGnfJ/zmrs13bww29pC4lhgJZ5CP9Y56kD+VR31208aWpUJGnCQQjCofX3/nVEWkzKM7Qc4x/SmlOTD3Y6iyTHcxJ684FSRXLr8hPuR60yWyYMSFJBTOD61LHA25RtJGMEDpXTGLRzuSk7kLARXaOciPcCcdSDWbexOtw+ASF4zjrW+sO6JmZDnpjNV7uFX2t8xYdR1/OqauSnYZoLJd2k1tcDLZ3oT2PepprfYAA3AbpUVli0nMidjkVenImJZuO5ppWApNlHXuOp5xQx3KOMru6VK25VAddwxxnmowemfvE+tACoxySc46cnpVuNPMSNepPXPp0qmZPKkA569KvQny445ACRxn160BuUrnTCk8ecBmkhfBPcOFP6GrerN5omTaMKgII79z/OluJpJr2B2G0O5VfzDVNcxB5YwV+9GAM9T8oJNYRXvs2k/dRStxHHZISTgg5+pFRc7w569SfQVPJj7P5eMIJQeO1V2kAiG05G4+/FaLSRm/hIpH2nI5A4pqg3EuCflBGTmoJCzuoXufyrSSEIm0AcjJY1W5I9v3SiJCMEYOO5p8Q8z5jjPpzwe9RRKW+/1bHJqdQVy0jYVflODjn1qhD4mVUMh2qAOSw4qq9w15KMArbA4AA+97/Sq09wb5wh3C2B5b+/8A/WrWtrdVO4qAoHGajcq1i9oQEGpxgnhyQfoRiulOBOMDoOfzrk1ukguI2jPO7mutbmQkYwR/9epj8TPAzqGsZ/IjYqXZQcMWFc344z/Y+mbu80nP/Aa6OUfOX/2l4rmvG77tE0z186T+VTV+BnBgf94j/XQ1PC5H/CNWvPY/zNb552kelc/4YOPDFoO+G/8AQq3eeD7VcPhRzYr+NL1ZICOPakkOFzigZPsMU1s7VHrjNWcx810UUV4Z+nhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFe6RaU8HgnQ9RS4iuLaa1ijLR5zG/lglGz0PvXhde++GyZvhjqUbNuSH7AyDPCsYUz+OMVz4iKktTrwc3GenkYsRJhcAdJM59OKliwTJ15wcVDCSDKF56NUqqQZQOhJ59OK9TBO9GJ8bndPlxs0WYciLA61k/EnHmaMQefKP9K1bfLRjd19fWsr4kAA6MfWM/yFdVT+GzzMF/vcfn+TLV9IV0nGCdxi4/EVXWTbISw75NX2AazUY3FUUj6is77TBKCUYEEfLis2tT3srnek49mR6nD5tzbyxdFdj09lI6UxracSnzrPzMDO6E4I/wDr1ZSQLLHsyE3gkk9jlT/MUvkuLk4BZemM9KUad3c9b2lkVba8MGVaa8t2Gf4sr7Vbi1JiAn9qzqpVj8y5+lTiJmj6sXB7kEVGIzHIpOCwOCSgz/hVeyZPtIjI793ictqNxwpGM4zVcyxTAgyXU0pU4BY4NXF3iVwyRHnBOzqKbEJJT8kmzHHy8fhVezYnUXQpiG7ILx2Uce4Yy2T/ADqRNLDrm7uSWCg7M8fT9a0FJLgyEhQQcg5qQpbxrklWIzwoxmqVNXIdRlZIEt4cxQoGwOevboKhBzFJlPmLdcYxUssy5YDAJXoOxqo8vyg7SCRyRWqSRm22SPtVY/nLKOMDnOarOVRvLLsR29jTXmfA4bAPA60ot5pS7AbRjvgUxEed/LHOCc+v5UzJeJQG4DYJFXPsyRqAXLsT0pscAjBHlkAHgnpSGVXjZtwGWyMEHv71PFDI3TBBUdB0q4Xi2jcoLYOB9Kh80+Uvz4XHTGMCgYwx7V5JHBIA7VWaEKWwQDnOc96laUlMbsY44OM1GoVmYkbs4z+VAhnl/MCuSeh59qlhmMaY2jbnof5U8KARwCA3rUTxnYxTdjdnAHWmIs3Z/wBIt8HIEwZR6DYf8KeyyrfxPIxKkAIPYIKpRRmS/t2LHKkkgjttP+NXUUveXDsThZWjQ+nNY299mt/dRn3M6B5LZWAZ8c571XVG2qhOcd/Xj+VRiFmvZJmHAGQT2p6NsjWNOXYZJ70/tCfwiwbVA3HJB6e9W1+YEcnPOB6VVhReFJxt6/Sr8QWIMT1Xkk+lakDlhATzHOF6E1RuJ3v3eNDttxwx7vimXdz9pcqrFbZeOP4vYUiFiA7BUjAwijuP61G47WLkKrHEpZfl6Ke1TJdO4GMhQCMDrUSQyShWIVl/u1PBCuwts+7w3PB5qrCFgiywOSe/1NdnbfvLaGQ9Sgz9a5dfItXOfnLDgCt/SJjNp+49Q5HHas3pJHmZtDmw/N2ZZl68/wB4HFc747j2aNpuBwJ3/wDQa6KXqwHOef5VhePTu0bT/a4Yf+O1NX4GeJgX/tEf66FrwwP+Kcsz7N/6FW/2IPpWB4V58P2oHYHP51vEZ4zjNXD4Uc+K/jS9WSEcjntTJB8oPpzSHOPXikbIQd8iqOc+baKKK8Q/TgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvfNOkt7b4b6VpdkkoWWOO7uZZTlpJTGBgegUAKPYCvA6930v/kU9L/68of/AEAVx42TjBWPRy6mpTbfRGVFhZWB6FSKnUZEhz7/AIVEn+tH1NSJ/H9BXqZc70D4/iVWxjt2Q+DKbOwFZ/xI+5oxx/A38hWiv3V+n9KzfiR/qtF/65n+Qrtqfw2eLg/97j8/yZq2g3QxgHnCkH8qwpbZJLm6kQBY2nYjHAHY/rXQ6b/qo/8Armv8hWJD/wAeT/X+tRNXaPWylazZSZXgdRHIfmO3B9T0/XFakm+e3iuSAjkK3HYmq7geZHx/y0H8jVxf+QNa/wDXJf5U46Hs7od5Tsu5XA45I606N5YywzuJ6+/FQx9F+o/lUzk7xz61uiGK0bluFfGB15OalgjYZV48dSQB1p85O/r3FSJyWzz8p/mKE9SStJDkDam1jgct6U25hklHDICcEc9OvFAOVTPPzChv4PqKoGV4bZHQo7jrj5RzmmCCAsVQFioGMnFLGSHfmkjJ8089qBEoRfLIRQAD1JH41ENuMYzjv2xVWUny359f51TjZvMPzH7p7+9MZoyymMExspIHYdKrPchycuev1BqvMev0/rVy3RSo+Udu1IQxC7HK4G7v26VMLd9qB3C/X6VZwBCOKruTuj57mgZE0ChFAbJyevamMfLAG3B4UkHOKlPMsn1qCT/VPQImCKjZLgZII4zzmhkmDuEyFJ4JFEvT/gQ/pVqH/VrQBDbxFb2JjK3zLyv4iqQ1CZntAEBclnCKOpJp9gzHVJcsTiE9/wDZaoLL/kYrUeka/wDoNZx+JlvYm1mYQyfZYyB+5MkwHZs/Kv61mwx7SCAVIVQc96k1Ekz3Jz1Rf/QqmQD7TIMDpWcX+8ZpJfu0SoPIQseQeQaoTXUl2xVTtjH3iO/sKfqDN9k+8funvVayHyJ9K1b1sYpWJhCpRZXwF/hTHWr0UOG8yYhCOAn90f41CTm/X2j/AK05vvP+FNAaQljQHy42OABmoftE0uRGpUc5AOAKjj+434UP/qj9asRc8pXVZGZic9BxxXR6NNuikjAAwAcD8q5yFmwOT19a2dE/4+pfoayluc2OipYad+xry5DNjuDXP+OudEsfa4b/ANBroZv4vpXP+N/+QFZf9fLf+g0qvwM+YwP8eH9dC34RbHh+347H/wBCNbrA8k1h+E/+Rctvof5mtxvvVUPhRhiv48/Vj0BPHbFIRlfoDQPuN9KRun41Zzn/2Q==",
"path": "030297.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030298 | Women Tops & Tunics | {
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",
"path": "030298.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030299 | Women Tops & Tunics | {
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xubUo800jzq6kkuZy0h+d2LMai0/TX1a+CDIhBwc+lNmf5WwfmY133hHTUSCNio3sNx+tedVqcqPZoU+Zm5oOhw2lskcceABxxXVW9mgQfLk0lnEkaDpmtJFGMgVwXk9z0G4rREawALgKKkS3B6qD6VKoFTxgZFNQvuQ3YiWyBH3R/WsbWvDcN5buAg3EdMdfrXWxlQOlR3ChgdvWt3TstDJTu9T5z8S+H302bJGB0U4/Q+1YSkOGRwOcZz2/ya968SaJDqdlIhHJGFOO9eEapbPYakySqeG2E+x6mtaNTo9zGvS+0iONzaSmCbmCYEH2PqKszJm3Kk5J6H6dKos/2m3a3PMkf3D6gdKsLIXsopM/KTtJ+ldBylYXKsi7yeQQW96ANsrhMMhQAMaquCkr5PynJ+nPFPifB6EimkIv2zeXkc5X50H06f1rv/CV5uIlGdrPz/P+VeeI+yUsp4zgfSu18LTNtkOE8sMTk9iBnj/gNZvRl7xaPVLaTdGCobBPerXpxVWxdZLZXU5UgFSepGKs9RXZHVHmSHijijtSgVQgxSU7FBFADMUjCn4pCKQEZFMIqUim4oAjxSU8ikxzQA3FLilxRTASilxSgc1SVyWAFJIP3Ev+438qkAqeG2a4jmwPlCN/I1pZJXMnMRqbSsaaaxsd/MNNMNPNNpWDmG4ppFPNNNFiHIYaaacaYTQQ5BTSaUnimE0iLilqaTSE0meKQXFzSDpSZ4pM0BuBpCKdjNLigEiLbTsU/FKFoHYaFFOC08LTgtMLDAtPC04LUirVITREFpwWpNuKUKaZNhoWnBaeFNPC1aFYYFpwFPC0uKGCQ0Aj5jgCvIfH9x5+qggsV2+XE34nJr1fUJPLtm54wSfp3rxTxTem91fCHCRD5cdvf61hXlsjswsepz0KfaNQSID5VNep6GFiiQAdBXmeiMH1AnA5PFepaXEfLTivKru8j2cMrROotTuxWnGQFrLtiQoyKvK3viuU6XqTq5LVLG1Ukb5qsxmrjMhovo/y8UpyRmqqyY+lSLODxn862UzPk1KtyAOteN/ETSRBqaygfJOpX8ev9K9omAcdifauG8f6b9r0ZZVHzQvn61EbqdxtJxaPEXcxzRvjkYH5cVaSQCzeDplty/WnanbmOTcq8H+tQSgrFE4HJ6V3KVzhasRTgqQSMiQBsent+FRrhVORS7zvZCc4JI/E0SKSBVmbLgRgODnI710OgtJFfwxPMYo5Pmwo+8cYP6cVzhfO0ZOFHOa1racxW0Nwjldr7TxjPpSY0evaZJK1nH+9K44wvGPqK2rKRpVcs6OwOPlPT8K5nwvqVvcWQR9nqfrXVwlCzbM49D2ropWaOKsnFkwpRQKMVrYxFoxSjpS0WC43FIRT6TFFhXIyKYRzUpFNIosO4zFJjmngUhoAaRSU6kK07CuJilA5pOlPWtIIzmxwAYgCt+K38nTpPUxt/KsiyjEl1GpHGcmujmGLWX2jb+VTWl0Ipx5mcoTSE0hpp61B1cwppvejNNJFBLkKTTDSk00mkK4hqM04moy2KkVwJpp+tIWppNDFcXNITTc0mam4IdmlptOFBSHAU4U0U8UFoAKeBQBTgKoYoWngUKKeq0CEC04LTgKcBiqEN204ClxxSgU0IQA08CgA08VaJYmAKMZ4HU07FGKBGN4hYppk5XjMLbfY9T+gNeFX0uVllx8zdB7V7Z42lki8PT+XjLqAD/d9f0yK8S1FcQxL/Ex/IVx4jc9DCLQZ4ejL3uEGcV6zpOVjQN1/lXjlrPNaxmS3OHZ8Litq3uNfHKrKc964qlO7uejTqcsT2VZgo4I4qVZ1OCTwa8jtp9dL/O0gOeRXQ2Wo39u6+dkp3zXPKnY3jUv0PQI2BbrVtD0rn7C++0AbfxrfgQsOawtroatEN1cpAu5nwPrXPaj4ytLPKqGkYegrQ1i3EykMTxXJana29nayTSJvAHAx1Na09WS9ENm+IF452xRFf+AnP5Vm3ep67rFvLHtkxjA+U4Fcu+r3lzdmC2jjVjx5aLub881Jb+KNTt7fzmAkhdim4p39M5rsVPTQ5OfWxFf2d0kDecjAqATWdBHnCs2UVu/oBXQQ61HqUDBwM4wV71h7fs9+VxmKQ8Z/lRGVtwlBPYzZ4WjjimA+8OT79xT0xLtPWtx7MTaPPGACbaU8juG5zWBbkwy7T0J4rWMrmNSFiwxPzZBb3x1qeEtNblPnGDuwemcetX9K023vblmuCNq8sij72fT8q6qDSNPl1G3e3j8k/daPqrqRj86XtFewKjJx5jA0rVZLbaFJQgkOMd8V6t4W1k39u8c5/wBIU4bJBwO3T1ryvXdNfSdRkCrueCQYAOQQeRmu18BxpPcTSxErGsYU+5rWndSMK1nE9DFOpq9B7U4V3WPOuKKXFIKdSEJikp1NNOwDTScU4immk0A2kIpaKVh3GYpaWkqiWxCKVeDRRVwMqj0NHSgPtq/Q1uXHFrN/1zb+Vc/pr7LtM+tdBPzazf8AXNv5VjWWo6Jx5am7qazUzfVGg8tTS1N3U0mpAeWpD9aYWppakK45jioy1NZqjLGpYhSTTS/amFzTC/NQ2BLuoBqINTg1K40SipBUQNSA00y0PFPApqmnimUmSAU8LTVqQVRQoU5qQCkUU8CnYVgAzTqAKdimOwYpQKUClxTRDEApwFGKUDnAqkyWKKQsFG5jhR1JbFQXNx5G1FXfO3CJ2z7+1V5NJF2d99M0ikYEaHCD8e9MDnPGms2smlG3gfzpA/zBV+UA/L1+prynVk/fIuM7V7e1eyeL7e1tfDMsccUabigXA5ADA15JfKDqIZl/gPFebiG+c9fCJOBU0SBC0jsuTExO01PdeI7mK4EFrt3MflI7UvhlPP1bUIxgrwMGpp/DQj1gbGx356Vk2k9ToUZOOhRs/EV/JfjdcYJzjjgkdq7KPUZHeGDUbcwXEo+TeNpb6Hp+tO0vwtp0Egmn8h2U7gASeevr61v3+k2+pbGmt2kK/cZ93y46Y9KicoSNIKcSpoUjwam9q+7GejCvQ7bYlmeOe1cXDbFNVtS4JbcAxPXiutbK2pwcVytJPQ3d2jMu186TDHC5z9TXN+IdOur+ZLG22R2iEPPIxI3+wx+VdZAimXLYOfWrEllFIfl+93p03YU+x5XD8Pbd7kS/aAkavuWPA+X8etaGo+ELVNJbTYpBIjSGRlUZYk+rV6EunRr1QH8KcLOMAgRAZ9BWzqzRkqcGzxrT/BMljJmRT/s+31rP1nTSrvHgh15DV7TdWS8nFcV4i0rzNzqvIHFY87vqdMYJrQ4nR5ka62SfdukMLj0PY/pXOX8H2K/lt5Oivw3tW1LbyQzl1HzIQcD2qtrqC/nS4TgsmSPQ/wD166qb1OWtH3Sx4euQl4nmNgA9B/ED1rv47YrGZ43DiM5X1INeTWZliRZzkKrBS3vXqfhu987T/LcgmSILjuuDiorLW6Kw705WYPjKVm1lZ40KhowsgPriuy+H7240owRptk/1jA9a5HV7iK+8SzW4+dCyouO5wOK0tImm0jxPJaAcx/Ohz99D2/r+FdVFvRs4MSlqkeoA8Yp+aiX5gDnIwCPY04V6S1PKasPDU7NR070osIdmiikNOwATTT1pSaaTQJsDSUhNJmkK4ppD0pM0ZpiClHWkNJTREixC+yVX9DmulLb7J29Y2/lXLKeK2bC532M0bHlUbH5Uq0bq4qT5ZWZy7PzTSaaxpu6s2bD80m6mbqaW96kB7NUZfimM1RM3vUtkMe0lRmSo2aoi3vWbYrkxfmk3c1XLEHrRvOetS2K5YDU5TzUAanq3NFykWlNSA1ApqVWqkWidTUq1CpzUy1ZZKtSqKiUVMtUWiQCnqKYKetNAOAp2KaKdTBi04CkFOFAhKXgc5paPx4qkQ0QRoRcSyk/MDhT6CnXE4gi3BQWbgKO5qQKSxJPBNUmYKjXTL8+MIP8AP0piOc8VRXD6VPLcS4fACoOi8ivNL4/8TGIH/nng/jXpWsQTahbO8zDZjIHQcEcmvL9Wf/idsqHIDAZ9q83E/GevhH+7ZP4JgH/CQXoI++M16aNIglQbow2eprzvwMN2vXHIJWJv5jFeqW3CDnrXFXfvHfQTcSO10qCAgImAOav7Y4fmC/NjrQCKrXcwRCe1ZG3LcqwqZtWDA8CuhlwLbGKw9EQN5lw/8R+WuhMLPAWOCBVJXE9GZKnaeOtXoiWQOvXvWfIrebgUGeW3J2k/SojoVJJm5CysMN1qdo1IyDXOQamGblua00vgw4Na+0VjJ02mOuEBB9Kw76yWeNuOa1pZ88ZqlKw9axm9dDaCseYa1pptbwPs4bIOO9cvJCEmaFgcH7p75r0/XrdZE3Y5XmuIurAzSyKiktuypFaU6lmTUjcx7C3Z4tWs1h8wb1cc42DBrT0O5MOmSXQkwI13L6k5/lS6T5cU9zHMdjsDlj/EAOhrHmuoxZQ2ttlgP9Z+eRXUnzHO/dRv+ELM33iIzy/dVTL9D1zWxfQ+Z4pi8pjvht+X7YDKAfrzWBoF41hNLNnEBAV8HkjsPzzXU+H7Ge6la6uQY0kcGTjkjqAPauunskebVerkzv4CPKjweoxUoz+JPFRL8vy8Z7e4p+SBn06fX0rtWx58tWLE+9Ae44P1qWqtowaJnGdruzDPoTVgVRA/NITRTTQAE1GTSlqYTQQ2OopuaM0CuLRTc0UCuOopBS9qYCiplmMUcrDg+W38jUIFEg/cS8n7jfypp33JktdDMam1Iy1GeKwZuNNMJpxph60hMY1RNUrVC2azZLIWYioy/vT2zURXmoZABs9aVTz0pu2nDipAkBp6tzUPeng0IaZYVvepkOaqqasRnpVI0TLSGrCVWQ1ZStEWiZalWo0qQVRaJBTxTFqQUxiinUgFOApgxRTx0poFOHSgQUUUVSIYEZXHrWfcxyGBSFzx09CK0KjYckn7oHNN7AtzkPE12kOmxwoPMeX5UCn7zH09eMn8K8s1WIprEkSnmNApb1Nd9fGXUPFB8oP5NsGUS5zhv4se/UZrifFKJBrMjwMBlBz1NcFZe9c9TDe7Gw/wZOIdddW/jgyMdTg//Xr1O2uAVHPHavDI7l9F8TLKpYpbykHd1ZT1Fep2moL5asrZUjg+orixMT0MM76HW+coXNYuo6guwoCDiqU+rvsKpyaz3DGMlmy7dq50db0NCz8QJDNGu7KMOnpXRJrn+jMykjA5FedOoiP7w4I6E81ZtLueVvKjmXb6kmtLGdm9jp5NcmdQ6wFufXBFaVhPNqLLK0TRxr/e71T0iG1tsSXEm9vQDIrWl1SyiGBuHsFH+NS4Mu0tipqtkSvnQfLKOw6Gsi31iSF9swOa0p/EOnxn5pJPptH+NczrGuaJcOqpcgTE8DGM54qbS7DStudTDqSTDg8/WnmUnnNcxp8M6yJkMBkV0CAqpB9ahjt1INQUSQOD6VxF5q9vpkqCVCS7YUr2ruLs5hfPpXlesGKbxBaW8hwjONx9Oa1oQ5mYVp8quRTXcVxHtX/Xq5LMPf8A/VVJ7dZj5iNsdTlgOlTaVHb32r6msSlVnjcRZ7NkEfoDVOORggY/ePX3rt5OU4fac+5qae/k3SztHlFYbuMjnpXpel3+6JDGVCSKSI2bg4/ut/SuO0DE8TlY1YGNUZD/ABNk8V0ltoU0cQnsJlYEYe3lHBx1+lb0rnLWUfhOuhuw0CFo5s7TuUpnBpVaa7OCjQxbsMc/M4+naucsdXktJhBKxiO7mCfnr/dbv+ldNDOsyblNdUZXOKUbFpeFCgYAGMU8GoFfinhs1dzKxNnimMaTPvSE02wsNJpuaGNMzRczaHUU3NGadxDsmjNJmlBp3JFBp1NpwoAetLJ/qJf9xv5UgND/AOol/wBxv5UFWM9waiIq061GU4qWhplYg00r7VY2Gk2VNh3KrLUbJVxo6aUqHETKDR1GYxV9ox6VE0dQ4klIpRtNWSlMK1DQWIQtOxUm3FJtzU2BIF61YjqAA1OgNUi0WUqylVkqylaItEyVMKhWp1qirj1FSKKYtSLTKTHYp2KSnUwbAdaWiigkKM0U09aYhciqOtXYstGup+m1D0q7WXryCaxjgbGyWdEf6c/4UMa3OR1kjw7o1pJjE8kJ8zHB8w8kfzrzy/zczkF+ZgCOfXiut+J2ofaNXhsI24tk8yTHcn/9dcHPKUt4JAfu5BPtXFVV2enQ0Vx3iaArqLTMBtuVEuR/Dn/9VdJ4bvVuNKtw75Mf7s+wHA/SuT1CY3NrDIc/Llcnvnp+HFR+GtUNnf8A2aVsRynAJ7HsaxqQ5onTRqcs7nsaaUHjSaM7gRXF+KdUuNDuDFJGyl+Ub2rrvDerGKQWVx91s4Y+tWvFGiW+sWpjmQMy/dbuK4YNRlZne3zaI4jQ/tGuW8j28W/Yu7pz0z/Kuq0Pw3qV7IUECxEKGDN/n2rJ8M2t34cu3NqVcMcGOQdeMcV2UHibWYWTbp9uwGclXx9K6lyMm9WKsi3pvg+/ubeVrq4EcikqAuOoqza+B9y20lxM7tvPmqeOB2FVofFOuSzuPs9soIyBgkj1PXrUd1FrF5E815qsjQZ3rGpC4IbI6VolAytXk7EOpeFtFiZz9rGPPPCtuKqAMg4781h6H4Ns579bu4hEgg6bhkGrlvbGaby4VIDtkk+vrXX2cK2lpsAAFc86m6R0Sg4RXNuZc8AE5IUADpUDLgEGtGTByTWbcyAEmuN6sIu6M+/k2QOAecV5Tcur+KPNcbo4suR/u84r0TVrnajDIyRwK8st5mlv7qft864/Su3DKzucuJ1Ra0DbDr9jADzlw+fUq1Z9nE8xSBGy5wqj14wKfpKynxBalWHmCQnn34qxbIbbXJxFjdFcEJkejYA/OutvQ49mdP4MPlXEkbqx2tlivOMda9Et5olvgYGVobhd3ynhWH+PNebW8c+i68Ii4z5nU/7QB59RzXaRTw6kLV41MF0X/egfw4BrWk7Kxz4hXfMjce2t9Qgfz4xIjnoR93txRaWospmjVy0TjIz2pIpXgZUmUBMYV16GrQbNbpnIyQHpzTwajHJzTwapMmxICcUE03PFNLUyWgJppNBNNoIaHZpc8UyjNO5LQ8GlFRg0/NO4mh4pwpgNPFMVh4ok/wBRL/uN/KgClk/1Ev8AuN/KmNERWmlKtFKbsoAreXTSlWylRleaQFYpTGSrRUUxkpNAVWWomSrmyo2T2rNoCkUphWrbJUTLWbQFYrSBanK03bzUtFJDAlSKuOaeqZ7VKqVN9TZUrrQRDip0NMCelPXg1omKUGtydamWoFNSqasRODT1NQg8VIppoZIDTxUQNOBpjJO1JSZpM0CHZozTCaM0XAd1qtfWwu7V4icfxA+hFT596zdU1iz0yAyXEyR9vmP9KJOyGotvQ8k8QH7Sl/qEpb7R9q2ZI6qoKn9a5O6cR2qqOd0hyP8AZwK1Nd1J5p7hY5SyCZmBHAOfasgL5sSFhhASST19xXHN3Z6VNWiX9PWKU/2bMV23ULIrH+E9QR+WPxrkrgOsp3ApIpwQeoI7fhWjNdH7QHU7SpBQjtT9XgMvl3yjInHzf9dP4vzOTRHRBLU6nw3rYvrRFdv9IhwOe+O9en6dfpf2iEnLjhhXzrY3UtldrNE21geRXp/h3XdypLG33j861x1qVndHdQrXVmdpdWbCXcnD5yCewpkJuUGCm7pjHFakLJdQo+ck+lWEtgvIrnU7HdGbRlqLl8cFW9c9K0ILW4nGJpDt4+Ve9aEMEYJzWlbQRAZxzVJthUrNbGfbWiwPgL16mrk/ywgDGae5Xdmql1KAvX8KUtEYNubuytcSYT3rBv7ryw241bvbxUySeDXN3Ej3T/Nnbmsox7lmfeytLHLM+dqKWH4CvPtFZppJowMtOz4+vWvQ9bAttEunI4ELAfiMV5x4ZuhDqlorYG2VXGe/94flXdh9UcVd+8W9OATWba3u0AcSAI1aUsEkPiB0k+YtdHBUf7X+FQ6RJHf6pZ+bxLFIWI9Rg0yG+mHidJ3I2Gc4B6Ak9a36mD1N/wAQbn8TxS/ei81VJPTgD/Gum0QmHWlUjJeJst7qQM/rWJqciSxSkAGRWEqj6dRXT+H4Q9uuoMwaSVcD/ZX/ABrWPxHPUb5bG2yBoyvQHofSpEb5AfwqLqhX1p4PGK1ucjJw1PBquDUgaqTETA+9IaYGFBaruSBNJmkJptFyWh+aBTRTxQiGhRS0lLVCsPU08Hmol61Mo5p3DlJVGRSuv7iX/cb+RpyLxTpB+4l/3G/kaLlcg9lxTNtTEUm2qIsQlaaUqfbTStMLEBSmFKsFaaVNJhYrlKYUqyUppWpaCxTZKhZParpWo2UVDQymy+1M21aZajKc9KzaKS1GotTqmaaq81YRelYyO6ghgTFKycZqUpQRxUxZtVgrEAFSA0hFHaulO5wSVmSqakBqAE08NxTuJK+xMGpwNRqpPJp/yqeSazlXhHqb08POfQdmjd700uD2qNpQorL63A3WBn3JSaM1WNyq/e/nXF+LdS1jS5/7R0+8eSDIUw4+VDW9KrGo7XsZTws4nYatqUWlaZPeykbYkJC/3m7D8a8r8QQXEemf2nq0vn6hPg21sDgIp/iP6UeIfGlzd6XFaX8URnVg52D5SeoyK4y81W+16+8yeQsVxk54AFRVmk3FF0qTWrGmEyTb/MD72IUD1Bwc/hmi5eOGARpwwPrUUl1HaB0tzulY/NN6ewqogM2MfewSTWHmdPkVljaRzwT3FaiO0enPEy74pMB/9j3Hv2q7BYoI88ZKgVDdlbYOq4xtV8fhVJ6iasjm51CTkr69PatfTL6S1kV4z8v8QqpqMOJRIB94A/jUVsxVsjpWzo88dDKNTlke0eFNfimgC7xnOME9K7ZJEZdytmvnnT7uSCbzIX2nqQO9dpo/jie2ws6kgcGvMq0XF6np06qkj1kPhc1Is5H8XFcnbeLLK5hDJIFfupqZ/EVsqHLZb0FZNNbG2h0zXC7CxYAetYGparGMhHyaw7rV7m8XavyRj071TIZyOpNQ79QRYkuHuZMknFXIoFCA4pllaEsM1fkULGQOwqGykcj41kKeHbkA9gP1FeURMY5FdSQyEEH6V6n4648PT+u5efxFeWAjOK9HDW5TzsS/eOw02OH/AISQSxNglTIfRkIPze3P86nsdMe8WfcAMQ5VvQjoa5ywupEaSJDgSbcN3wO1d9pUM72Ttsw87AID6njH053fhWrWpmpWjqVtALXscpmAaQRNCQT0OOGrovB08lus1lM/yy4uIc+h6r+Fc0YFsCNSQsLdn8t/Yg4P61tW7+Vbw3acPaXABAH8D9PwqlvcxnZo7bNOBqPdyeR1xRurU5GiYGnA1EGp4NUmTYlBoJpgalzVXELR3pM0Zp3AdSg02iqTIaJBS0wU8UDSuPFTpUINSoaVylEsp0p0g/cS/wC438jTENSP/qJf+ubfyNO5SRMaSnkUlamFhmKQrUmKaaAsRlaTFSFabigLDCvFMIqU0wikKxCyiomHtVgio2FS0NIrstRlanYVGwxWckWlqMAqaOogalTrWM0dlCWpOcbelMIp/wDBTGrNHTUaaGEcUypD0phroijz6i1FFSDC8mod4X60m8setcOJxFvdR6GEwqfvMnMmehqNmY1JEgYU5kA5Fea5N7npxSRWZnxwTiq8spDbDnJGRWgIwQB61WmiBO7HzD+VLXZDTRQmkAVs9hnmuH8Q69sykXOeMdRXT+I7k2ljlON7bAf5V5PrVy0kqxo3RgpYd66qEXe5jXmktDKu5XnmZmJZt2GPrVaS68lDFCNink4p1+/kkqv41RGWbPrXekjgbbHZJH41d09d0457VUHBxgVf0wqCzsOnehhHfU0ZZtu2McN19sVm3khdl4+8wUe9TXDNuUdXc4C+gpogE2orGT8kC7jVwhpdicrkOop+4TPUKD+pqlbr8nNX9UceZsHZQD+ZP9aqRjCAV6mFhZXZyVX2FVmQ5U1o2t5ExUS/KR+RrPNNIz71dfCwqbjp13A663CnDIQQehFdBYorgbgOPWvOba9uLZgUk4/u10uneKo0KrcxEf7S8141fLqkdYano0cZF6SOzEY3cCrVvas7Csi08TaS4BecL/vDFbdp4j0RF3G+h/OuF4Sr/KzqWIh3NiC12Jk+lUrl8uVxj+tVbzxxokUZ2XJc+irXJ3vjVGcm3hJz3NaQy7ET6EyxlOK3JPHjA+H5UzhmYcfiK8sTO4tjkV1Gp6rc6pnzzlRkhRXL8qxzxk4r0Z4OVCC5zz5V1VndHSeFNFn1fU1jRMhfmJ9BkV6dqSDTYJ7qPHl27AIPfZgf+PcVj/DKKKDRLq8OPOdgqjucen51v30SXmp2mksM4JurgdhzkL+eD9KzjGy1MZzd7Amhx3GjpauQ8csJZsdnPOR+f6VzenpLatPZXAJZf3Mv4EFD+QNdnb/6DM1qRiNstEx9+q1yr3IudU1KVSCrzIiH125wf1qZaCp+8dlGcwKT1KinZqKI/uU/3QKdmmnoZy3JQ1PDZqvmng1SYmicNT91QA08GncmxJml700Gnd6oTHA0tNHWnZqrk2FBqQdKjFSAHFJsuMRwqVM5qJQc1ZRKVzTlJYx0qZ/+PeX/AK5t/I01BgU5/wDj3l/65t/I0uYpRLBptKTSE103OSwho7UmaM0BYKaaU0lAWGmm089aaaAsNNROKlIpjUmFiFhUTipmqFqzkWkR09DzTfWhetYyRtS0Zaz8tNalU9KHFQlqdUtVcZ2qN2wCaeTgVWum2pgdSc1U58sbmFOHPNJkPmFmqxCOeaqxpkZzV2H0rw5ycm2e5GKikkW0XHIpxIPWmAkdKR2OKQhGbn5aqTjhArEZqwBgjBOawtY1q10uKWS6mC4T7o+8fwp8rlsNNR1Zy/jnURDNbxM/CZYj6/4Y/WvMpJWmlMjDaq9xWrrOrT63dvMw2h8BB/s1k3GEt2VSNoUfjXpUo8sTiqy5paFTUWDT/wCyyg1Uz8oAOMVauh51nFKBypCGqm0s2O+TmtzAmGQueDV2zmihgd5B7Bfes6RsEKKlikRBvb5sdAaFa+o7mjHN9mjN5cANO3CL/dqKC6ELPI5y7/M9Z8k7ysWc89qRC0zhecVvTg6j5URNqKLJDXEplc8HpT/L2jipAuFAA6U7HHNfQU6SjFI4JSuyuRTdtWDGDTTHinKmK5EBTwKXbTgtJQHcQAnt+dPAHX+lAHvTsVqqfV2FzPoxV9+n0pd2PX8abg/hS7c1aSXQm76ih+aqXUaqudoPNWxjtQyh02sKwxVD29O3UqEuVndfDS9t1hvoduPKUShT/CMHP9K6rw5E00dxrMyETX7bgG/hjAwv6Yry/wALzppuqSJJN5UM8LJvP4Hn8jXY3HxE02zsIo7OMv5USqWYcAY9K+fqU3TdpG7TnqjV8XarFYWYti3+kPkqe6Ad65rw/FLdxLPjHnybI1/2RyW+vA/OsKGS/wDFWsSztHLIjnCL/L8K9I0nSFsIk3t+8VQoA6Af41g9WbXUIGqBhAO3ApKXGBSc07GDd3cKcOlNAp1MQ4EVIpqMU4U0JkoNPFRLTwTVJgSClpFBPQVZjtWYfNxQ5pFwpTnsiFRUyirCWyL15qZUUfwisnVR208FK2pVUVOtTbExjbSeSCODip9qmaPCtCqadIf3Ev8AuN/I0zYVNLJkQS/7jfyNWpJmLptbk5NJmoy1G6uu55pJmkzUe6jNAh+6gmo80bqAH5pCaZuo3UXGKTUbGlLUxjSAa1RNUhNRHmoZSGmkFONIoqGaQ3JlPFOPSmL0pxNZnVfQY1Z1w++Wr8jYU1mnDP8AjWGKlaNjXCQvO5NEOBVuOqyLjBq1EM15XU9Nlhc4qORtoLd/SncgcGqWoT/ZrCeb+JEJU+lC3JSOZ17XLu6aa1spTDDE22SdThmbuFNeZXHnaxqTxxM4jVtrMxyT7mur1WX7N4Z8w5+ZOMdcnqfrWPpMttpGjyXdwyiaTlFP3sV101poROzdmY93Clhc+XH93GPxrKu1Lo+0DbGoPHetpkF2hmlIAJ3fN6Gm3kdtDprJCA8hIX6iuuJyTVtjGsxG9ldxyD+AOp9DmqaY2u5JDZx9atIGUum3/lmVP5moniyobBwKsxsU36571GCxJYk8VbeI7zlcbTg1CVLEhR3q4QcnoKTSRGFLkKOp6Vp28Hlp/td6ZbwBfmI57VaWvfweF5FdnDVqX2ExgUlOakxXeY3uKBxRilHSl49KoBu0UbRTqOKVkAzaPWgjH8RpTim4zRawChuKOTSheOaAOaSHcVRjrS5NFAqloxXBlBRlPRuabdzfazbrJEqRwJtyq8vz3p7c0gQsO9Y1cNCpuVGco7HWeH9bmtLFjAiRQqdrkDO33x/Wu902+ivbfzI8AnkqGz+tePwKY2LI5QnOSpxWtpuq3WmgLFKCituAbt9PSuCpk8t4Fyrp6M9Wx2PSm81zmm+LI7udIZ4GWVyEHl5Iz6n2rpO3vXlVqM6UuWQ4yuAzTh0pOB1pw+71rIYCnCkFOFNK4Dl4qeGMyvtAqKNSzDiteCERIPWoqVOVHXhMM6rCK3SMc4LVN2pKXtXLz3ep7kaKgrISnLSYpRQ2XyjqUUlAqUwa0JV6UkyZt5SP+ebfyNKvSiU/6PL/ALjfyNaRkYTppoqlqA9QFqA1ekfMFjdQWqHdSF+aLhYm3Umai30F6LjsSbqN2ai3Uu6i4rDyaYTTS1NLUXGkKWptITSZqSrC0AYoFLSaKV0SLyKV+BTAcUjEms+XU2dT3SGdsR5PeqKfeq1dnagFVIjzXnYyXvWPRwUbRuXE7CrURqrGRmrKsBzXCdjJGbArG1qXdavGf4gQa1Gck4HOevtXl3jPxnGkslhp53SA7Wf0NXTg5MmUlFai6zPA2lJ/y0EX3UHc+9cN5Ut/expMWCAkueyL6VdsrqS6K278xLyxJ71FeyBPOWFQBkBz/LFelThyqxx1J87E1a7QIqwggMN2P0x+lU4ZTui54HLZ/IVFfZ+0Zb7qDaKtxIkcCkjcxPzfTtWhld7DVg/e9clzg57VZlhhVVGQFJy30/zinGAxgEn7oJf8uKz7mUNKUU/McKv07/0oTvsJ6EF2rraxufvzk02G3Eag9W71ZuZFmmUL92Jdo+tIAQK+hwWFUYqbOCtUbdhAOaeAADSAUtemjmEb7tNFPNNA5oaAUHilpAKWgLgTTM80/FAXNOwxu3NLjFPApppWsAhpQKVRk0tNIQgFKBRS1aQhcUq8UlGaa3AkU5PFSwksRjqelVxnt1rofB2lHV9dhiI/dRnzX/4D0H5kVNXEexpSm+hVOHPJI9S8GeGLbStNinnjD3cyB3Zuduf4a6GTSbSXOFKn2pI3I7Yx1HvVhJcV8JWxcq1VzbPdhh1GFrGTNoksYzCd496oSQSxNh0K++OK6oTU5vKlXbJGHXvSp177mE8Kt0ciKcBWpqGk+UTLAd0fUr6VmYwcV1Raexxyg4vUt2MW5ix6CtLNVbJcQ7vWrNcdR3Z9Dg4KNPQXNFIKWoOscDSimingUITFoFFFBA8HFNlb/R5f9xv5UZqOY4gl/wBxv5UxNXM8t704PxVcNzTw1enzHynKTbqTdzUe6nD1ouFiQGgtSDpTDTuFh+aC9MzxTScUXCw/fSbqjDU4UXGkOzR3poNOHWgdh46UuKTOBSigF2FApcdPegYpw5/Ok7FKOpmXzZlKr0AqvF1GTS3L/wCkPjpmmxjkGvFxDvNnu4eNoIvx4qX+Hjiq8eRUlwxSAlTg5xXMkaMz/EV+2m+Hr25BIZYmCnvk8D9TXgVvFK8jzzOI9/RmHOa9Z8fQOuiFRLI8ruik59xXlEgcznPTO0A+or0MNFKNzkxDuy6hSJFt7VCZHPzSN/OrDxI8W0HhPvc9W9f61jvcPs3glcnge1Lb3MjPtyQvc10HO9Ca8CNOi5yo6mrVtiS4UAfu0H6+tZEsn7xmB4zViznaGOWVjliMLWkYObsiXLlNLULtYoyhOdzZJrALmV/k755qZoHnIkkY+w9Kljt1QcV62HwLTXMclStfYdDH5cYU9aloA70V7MVyqxyO7dwNGKKKsAxRQaSmAtL2oFLihIBKdSUVRIGkxS0GpYwHFAoHIpcU0gDFKOKKWqAQ0lKaKBdQ74IyO9epfC6xC2d7euPmkcIvuBnP9K8uQZYc4r2nwTB9l8OWig4LrvP414ud1OShy9zuwEOaqzrVj7inbCOlPiHFS7RXxlux7LkVvmBqRZB0Jp7JmoHjxyKafKPcsiRQMZ61jX1sqSGSL7rdvSrTuVxmqs83ynnk1tDEcrM5UOYs2y7bdPpUgHAqKxkE0AA/h4NWQvAq782p3UvdhYZijFPxSEUGlxFFPApFFPqkS2FNp1JikwEpk3/HvL/uN/Kn96bKP3Ev+438qBPQxR1pwNMHWpUXiuzmPm+UctPAOKFXPapQhx0qlLQnlI+aQ1JsPoaTaT2qlITViM0w1LtFNKiqTJI/wpwpcU4LTEN2kU8LTlXcauwWmcFulTKXKbU6M5vQqCNj0BqdLR257VoCJV4AFOx2xWMqrZ6NPCRXxFMWR9aGtCq5zwBirmOKhvW2WEzeiEfjWbm0aPDwWxyEnU55OafH2qLqamjA715c3eTOtRtFIuIcjNOuMeX64P51GjdBUOpXgs9OuJ26RoSPrUx3FI5PxhqEDSNb7wSq7m56N2rzLUdjyxmIH5gMkdjmtDVruRn82Y5ldi7DPUt2/I1hqxEgXJx2r06UOWJwVp3Y+4UFRxgdB7VWhVpCETqatOjSoBz0JqWwjFsyzt0Azz+da76GNtSteQGBguPlAyakWLasKnrjefoav6kVeONyBmQ7R9KqgZZj68Z9BXtZZRTXMcmJm07DQcjjpSjijFLivbtqcYtJS4pO1OwBRRiikAGkxS98UoFMAFLRxRTQmFFFFMQUmKWl4osMAOKWiimhBS0lJzTAXinY4pAadkYoW4mJErPKqKMkmvetMgFrbwwqOEQD8q8R0dBJrVkn96ZR+te8xKMhq+V4gqO6iezlsdHI1ITlM1LuxVWJsLUwYY6180md8lqS5ppNM3UhbGaGwRXuV9BWTO2M1rTP1rEumwzZrJm9MuaI26e4UHjANbWK53Q22XMxzxgZ/OukIxmu+lF8lxRqK9iMikK1JxTTitLGqkNHFLSGl7U0hNiZpM0ppppNBcB1olP7iX/cb+VJzTZCfIl/3G/kaaRLkZsNu8jbVXmtmz0KeUAsuB610dnpVvaIAqhj6mr4AAxWijJ7niaGLB4fhRfnJJqyNGtAPuGtKir5BGW+iWrDjIrOuNAdMmI5FdJSYFHLYGk9zhprSSJiGGMVXMeK7ya1iuFIdQfeuf1DSGhy8fK+lWpWM5Q7GDtoUc4qZ0x2we9Ogj8yUDt3rRySVyacHJ2JrW3+XzHFXR16UAYpwXmuWUm3qe1SpxgtAApcU4LTgtFi+YjxWfrT+Vpjn1OK1dtYfiVttmi92c/yqZ7Be7OaWp16ioY8ZzUyKSc15ktzoWxYj+9WH4sufs+koh6SNhvpW6nXriuP8eykwRR9FOdx9uKqkrzRjPRM841JvNuWlbAXbn8OgrOkQKN+cqSNpq7eqrcA/ISq/h0/lUQtHn3xjoFYD8uK9SJ50tyxYFW3NIudwXZS38YhssdcsQfb/Jp1lbsbS3ceuG/pVfWZ98zIG53D9BTjFydkD2uRzzicRIB/ql2/jS9Kigj2rj15NTV9XgaPs6STPKqz5pXExS4oorssZXCkpaSkAUY4zS4GKb3oGGO9KKXFFAgoopaaASilopiCiiloAKMUUoNMBMUUpNJQAL96lo6UZ5oewFzRWCa7YMegnX+de9REHBHcV89QuYrhZB1UgivfbWcT20UynKyLur5TiKDUoyPZyt3TRqKcLT1YGqSynHtU0cma+YuenKJYJ6UxyaQNzSM1O5CRBM+FrGu2yTWrO2M1jXGZHKjqzUJczSNIvluy/pcey3LnqzbvwrbtpcjY3WqEcYjiVMdAM08Ng5XrXtwp2gkeL9YaqtrY0zTDUUdwGG0nmnn61jKDR6lOvGa0AmgGkJppapNeYeTTc00NRuosCkOpkn+ol/3G/lS57k8VXuJswyhemxv5VSjcxqVorc9CxRRRW55gUUUUAFGKKKACmuoZSCMg06ikBzGraf5EvmKPlb9Kp2keNx7V1d1As8DIRzjisCOExBlx0NS2a4ePvgBTwtAFSKKix6DYgFOApwFOxVWIuMxXM+J3/wBIhTsFyPzrqsVx3iOTfqhTH3AF/rWdbSBUHqZKLz1qyowvWoEWrCjivKep2bIkysalnbAHU15f4v1ZtQvGEedi5Rcdx613uspPPYvHBwx71xF5pP2aOOPcGlPLNjua3pNIxnFyOQmhZrQ8Y55P4VWgu3jllRf4lxXT3en+XZFAML/hXLSxiFzkfO/H0FdlOSlqcdWFi7b3P2a1C/wqBWcr/aZWkI75FJK3HloT0wamiTZGBXs5dhnOfMzgxFSyshyjFPpBS4r6RKyseaFJS0UwEopcUlKwxD1oFLRRYLhRRRQAUtIKWhCCiiiqAWk5paM0AFFFFABRRRigBTSCigU0D2Aj51PvzXsXhG++1+G7Ru6LsP1FePdeK9A+Hl2Wsru1J+64kT6Hr/SvCz6lz0Obsejls+WrY78TDGDU8bcDFY7z4IGeTWlAfkFfD9T6CWxfU80jtimKaY7dc1RlYguHABNUrKAzXozyE5P1qS6YetWNLjKwvIertx9K6cLDmncwxdTkpNFw9/em9qkIppr2kj5+4zpTluGXrzTT6UzpSaTNIVHHYsrcg9RSmZPWqRppJFZOlE6Y4ySLhnQd6abtei9apE5pM0lTSG8ZNotNKW71G7fuZP8Acb+VRqxNJIf3Mn+438qq1jJ1HJ6nqNFFFI1CiiigAooooAKQ0tFACVj3kYSZvetjtWfqABI9aiSNqLtMzgpqQUAU4DmkdjYoFOAoxxTgKpEXDFcFrMgk1edgc/MB+Vd7njNec3r5vrhj/wA9D/OufEv3bGlLcEPpU6NzUCDj61MBkV5h2vYrX0wRDgcntWMLJpw0rjPPArca2MjZNSmzVYSORVolu2x534kuo7ODbtxjPFcHcTbiG/ibnHpXYeOz5dxHEo6jJ/E4rjUx5jNjvgCvXy+gqsuV7HmYyryoVUJxuHPWp1GB1pgyeTTxX2FGmqasjxJycnccBRRRmtyQNJS0GmIT8aOKKKBgRSUvagUhCYopaKLAIKWiinYApcUlL2oAKKKWmAClpKBRYBaSlpKLAHFHFFBHFCE9RR0OOuK6PwPcmDXjED8skZT69/6VzgHB+lXtDmMGt2rjPXn8q48whz4eSZ04adqyaPVC2+5QenP4VsW75Fc/a+Y7ZwfQGugto9qDPWvzmatI+pveNy4Mio5Gp46YJqrM+MgdalvsQirOxeQKozk4rcijEcSov8K4H0rL0+Lzr3eeQnNbJ6EkV62Cp2jzHkY+peXKiMg03FPPSmmu88y5E3WmGpDUbCkO4w00040w0rANphpxpuM1LKQqmiU/uZP9xv5UoWpPss00Em1GPyN/KkCkenUUUVJ2BRRRQAUUUUAJQaKDQAVnakwUpWjWNq7/AL1UzQlcalyu40AHkU7FQW8gPBqyBSsdqkpLQAKdigCnAUbE3GSnZDK/+yTXmcjb52b1YmvRtRfytNuH6YjI/MV5tGOma4sUdGHV3cuR8nFWI1zgVXj4ORVyHrXAtzqkTRxDPNQXjbYiQelXVT5SfasrU22xsO2KozTuzy3xoWfU1Yc/Kf8AGuQiACDFdb4lkH2h2IyQDiuUTBXNfTZGru7PIzHRjqeOlMpcmvp1ueWOzSZpM0madxWHZozTc0ZNFwsPoFNyaUMKdwFopM80tAgopM80tNAKKCKSl60ALRSUUwFopKKAFHBzRnJoo6UwHGjHFApadhDdtKBzS80uOKfKxXGE+9avhe2N14ktIgMquWassg9hk16B4C0j7Nuvpsea67VHoK8rNsVGlRcW9WdmBpOdTmOyitNjAKOhrQij2ilRc8+tSEbRX583d6n0qZG521nzvl8VblfjNUFRrm7WIdyKdON5JEzfLFtmvpcBjswzfec5NXCKftCrgdsCkI4r6GnHlikfN1Zc02yIimtTzTWqmZkLVGakNRNSEMPWkp2KAuTSGMKZ71Pb2clwwVFJqza2hmkCqMk8V11jp8drEo2gtjk1DGk5bGXY+Ho4wHm5PpWnJbRxWkoRAMRt/KrmMGorj/j1m/65t/KgtQRboooqTqCiiigAooooAKDRSdxQAhYAEntXO3knnXLN+ArS1K7EUXlj7xrFU5OaumjObJE4ORV2KUEYNVFp49vzrSUbjp1HEvgZ6U4DFVEkZR1qZZqz9mdCrJlDxE+zQbnnkqP5ivP4jziu08Vz/wDEnCj+KQKa42MYNebi9JWPQwtrXLcYxV2IYOarRLwKtxjBFcK3OmRZJO2sjVVzG30rX/grL1MFlP0qjOO55d4kiyJDjtXHRn5cV3fihCltIfauAiyBX0+SbHk5luTnikzSEmkr6S55Q6jNNopXAdRTc0Zp3AfmgUzNKDRcQ/NKDkUzIpe1O4WHe9GaaD2pc1SYC5pc03Iop3EPopM0maLgLmjNFFMBw6UU2lHvRcB46UtMzTgatMQ+nAcCmq1SDnPvW0VfYlk1jD51yo2krmvVNAhKwp8tcL4VtVuJ5FI5TBr03TofLjAAr8/zycnXcJH0WAjFUro1FOFHFNc8Uu7AGahlbC14h3oqXLkDirGiwbpJLg9B8q/Ws+dizAA854Hqa6Kyg+z2cceOep+prtwVLmnc4cdV5YWJscD9aaelOPSmnpXsXPEGGo2PFSGo2pMCI80zFSkU3aaQDNtSxRZOcUgFX7KHzJkT1NJgbWj2Yjj81h8x6e1a4GKbEgjjCgdKfUM3jGyEIqG4/wCPWb/rm38qnqG4/wCPWb/rm38qRViYMCAwNOrz/RPFjwAR3Pzoe9djaataXagpKMntmuaFfm30Nmi+KWmAg9CKXNbXXcQ6ikyKikuIogS7gU7oCWqd7fJbIQDlz0FULzXUUFYeT61hyXDzOXdsmmo3Ic0WpJzK5ZmyT2oQ1XU1MhroirIxvdlhTUgNQqakU1Q7kwNLuGKjzTgaEgvoYXiqT9zDF6sW/KuciG4CtvxT81xAPRT/ADrGiUZFeLjH757mDX7suRg8VbjBqvGvSrK8YriR0tkpPFZl/krWgx4rOveje4pkrc8/8WDFo+a88UjHFd/4xO2xl98CuAVK+rySL9meNmTvMdmilxiivfPMEopaMUANNKKXFJigAFFFFAwFPFNxRmmhDqKO1JmquAtBNIDRmlcB2aAaSincQ7IozTaM4p8wDs0tNzS00xC0vNNo71TYEinmp1btVdTipFz+GMVrBks7PwHHvvbzPZF/ma9Kt12qOO1ef/DuLLXs3bCr/OvRIV4r4PO2nipH0WBVqI89OarXDYWrT8Cs67YbTnsc14q1djuW12MsITdagg/hT5jXTH9D0rM0ODbbPPjmRv0rUPcele1hKfJC54WOqc87EZpDTyKQiuo42REUxhUpFNIoAhNJTyKaRSECjLCtrSIw10PbmseMfNmt3RB+/b6VmxrdG/RRRUnWFRXH/HrN/wBc2/lUtRXH/HrN/wBc2/lQM8WU4NWoLuWIjYzD6GqvHpUijiuBJM0ublvr95GMCVse9Xo/E15jG+uaXip0OMcVtGAmdA2v3kg/1hFQteyyn53Y/jWYhJFWEPNbRgkZyZbVs96mU1WQ1OproiYsso1ToaqoanQ1aJLIapARVcGpA1MZODTgc1CGpwagDm/ETk3oH91QPzrOjXpir2tndqEh/wBlf5VVhHSvCxb/AHjPoMIrUkW4eMZqbPzVGvbFSgGuU2YjniqV1ypz1q4eB1qncDKmqSJPN/HJK26rjhnrhs4rv/iCoWyt+m5n4/KvP85619lk6tQueFj3eYZzSijFLXsHCFFFFFgCg0UCiwCYoxTsUU7ANxS0UUWEB6U3mnUYoaGJyKSnfWjGaVgEzilzSYpaYBmikyaM0IBwpc03NFO4hwPNLxTM07NNMBwqVc+vBqMVIis7BVGS3AHqa05lFOT6EpXdkem/D6ER6Gzkf6yYkH2wP65ruV9awfDVktnpFtBj7qAn6mt8DAr87zCr7XESkfUYaPLSSGSN8tZd2dzCMfeY7a0peE61TsovtGqx56L8xz7VyU4800aVJcsG2dDbRCC2jixjaAD9akIpT1P1or34q0bHzc3eTYwikNONNIqiRhFMIqUimkUAQkU0ipSKYVpALH1rW0d9l0Qe9ZKDFXbSTy50fPeoaGtzrKKZG4dQw70+oOlO4VFcf8es3/XNv5VLUVx/x6zf9c2/lQUeMY5py0badjiuKJQ9amXtUK1KvWtosm5OpxU6HmqymplNbJksto1TqapoTmrKNWqZm0WkNTqaqq3FSBuKtMgsq1SBqqh6eHp3AshqcGqvvpwcDr0ob0Y1q7GDqR3X0n+8RTYl4FNYiaeRyfvHcKmiXmvn675ptn0WHVqaRMq9KcemKcBzTH4rNI0bI2xjrVK5k2qT2qwx561l6lKY4HPoM1pBXIvpc818c6mL3U47ZT8sAxn1J61y9W9TLS6pcSMckycVVxivu8FT5KCR83iJ807i0UUvFdaMWJRRRTAUUtIKKYC0uKQUtMBMUYpaKYhuKKdRikA2gUuKMUANopxFJikA00nNPxSEUmhjRTqTFOxRYBKUUYpRTs+geo4da6Dwxppu75Z2+5Ecj3NYMMTTSpGnO416PoVqLeFIkA6jJrys2xipU3TjuztwWHc5czO009cRDjGecelaLcAVVskxEOKtSjCiviXqz3SndSYQ8VLoUe557gj+IKDVK7kwpFbelw/Z9PiBHLfO31rpwUOadzmzCpy00kXKUUUV7TPBEIppFPpMUgGEU0ipCKaRQBGRTCKlxTSKAGLUqEDio8YNLnFSB0Ol3YdfKbqOlaYrkoJjG4ZTgiuis71LiMHOG9Kho1hLoXKiuP8Aj1m/65t/Kn+9R3J/0Wb/AK5t/KpNEzx8qRRj1qfbzT0ty5ribsawi5OyIApPap44GOPSraQqg6VIBx7VHtDshh+5AkAHWp1jRe1OUClFCqs39jFbCqqnpUoQUi4xTxg1rGqyJUE+gAEdOlLuI7U5etOKBhzW8axzTwt9hA9O3moWUoaaXx3rojNM46lNx3LQkxTLqbZauw6kYFQiT1qveS/ukT3qasrQZNGN6iIIl5571oQxrtyapQdauKcDmvB3dz6Nq2iJX24yKpyn5utTuwPSqcrfN7VSIuN3YB781maqn+hTsTwIz+laMa/u2PvxVHVIDe2UtqjbXlQoK6KCXtURUdoHh8kxmdpO7HdTOtXL/S7zSbhre6hZSvRiODVQdM4P1r7qg7wSR81PRsWij8c+9Fbk6sKdTad2piEopaMDvQMTNLScUUwFozSZopCFzRmkoNMBc0uaaaBQA7NFJmikAtJilpDTAAtBFANLTAaelGcdKcadBHvlx2rnxFb2MHIunBzfKa+iW37zzCOe1ehaND8ymuR0eLMgwOK77SYsBeK+Hxdd1qjkz6ShBQhZHQ2ygIBSzkAdaEBVahnc8k1wydjVK7KDIZ7pIuzsB+FdSBtUKOgGKwNKjMuo7+0aGugFetgIWhzHj5lO8kkKKWkozXceexaTFLRQA3FIRTjSc0gG4ppFPpMUARlabipTTCKVgGg4qaKdo3ypxUJBoqWhO/Q3bbVgcLL+dW5bqKS0m2uP9W38q5XPOcmkkmYQS4JHyN/I1LRak0YcUG45Iq0sQUcCp1j2ilA46V5MpXPdo01BWZD5eetJ5eKnpvfpWRukRbKXaRUvFITRqjRIYM04EijFApqQ+UeCaeGPSmrSHg1rGZLgKWJGKgkG3kdKk3D1pDhhg1tCq0zCrh1KNyEPxmqs7l7gDPFTP8j+wqnGd0xbHeqxFX3EceGo2qO5fhXAqzjio4Fzipm4zXn7HpN3K8hxVVjuf61PKTk+lUy4D8daIg1oTE+WuOwrAvtYt7DVLeS5fbHv2/nW3K/7rPtXmvjy4DvBD33FvyrvwdP2tZROfEy5aVz1ObTdP1y02zpHcROOGHp9a8/174W31oHn0lvtEfUR55Uelc94c8Y6joEgVXMtt/FG/wDSvXdB+ImhamY4nnFvKf4H45+tfQclfDP3dUeLzRmeC3NpPZymK4ieJwcFXUiocYGTxX1JqPhrRfEdsRdW8chYZWVOD+defaz8EyMyaVeZPaOYV108wg9JaGcqUt0eN4p1dTrHw88RaPlprF3jHVoxkVzMkMkTFZEZGHZhXbCrCSumZOMluMooIxQK1ELgUmKWjIosAmKMUuaKdgEAopcZpOlIBDSU7NJxSGJS0Ype1ACUpNFGKaEAp1JRTAQ1f0+EsN2KoGuk0m2zBGcda8XOpuNHQ7sDG8zf0W2xj5a7bT4wuGxWBpFsVAzzXTwLtFfISZ7qVtC1k+tVLhzg81ZLYWqNy2QcVla7sUtFc1NFjxbNJ3cn8hxWkDVazTy7SJQOwzVjFe/Qjy00j5uvPnqu4/dS0wU4VsZC0tJS0gCkpaMUDEpMU/FGKQEZFJipCKTFAiIrTStT4phWgCEgVFMMQy/7jfyNWStRTr+4l/3G/kaTQETJim7eKumNTTTCMcV4TZ9NyNFPZSbOan8sgmmlakaRCUo2DFSEUw5oLTG7RikA5p2DSYPaoZqmhD1xTGB9acQfSjHtQmDVyGlGacwxTS2K1jIztpqQ3APks/pVO3A3dferV0/+jsPWqcTbZMU6jurGcYpO5tWwBXNOl6VHanj2qSYDGc1l0DqUJyetUX4ersxrPmOJKI7mjFmk2xcntXlXi6fztY254RcfnXouo3Hl25PtXk+o3Bur+eU92wK9zJaTnW5uh5mYT5YcpXpeccfnmkPWivsbJ6NHhJ22Oh0LxtregMv2a7Z4l6xScg16Zo3xptHKxapaNAT1kjORXiZPfPNIOtclTB0qm6NY1ZI+rtK8UaNrsQNpexSE/wALHn8qXUvCuiauh+1WMMhbqygA18qQTzWsvmW8rxOO6Niuo0r4keJNKAEd4Z0H8MvOPxNcEsuqRd4M0VZPc9M1T4LaTOGNhcvbuegbla4XWPhJ4g00NLAgu417xnH6Vt2XxwvFwLvTo39ShxXU6V8YtBvmCXQe1Y/3xx+dKMsXSeuo/wB3I8IutMvrJsXNpNE3o6cVUIwecqfSvqxL/wAO69EP3lncqR0YKTWXf/DbwvqgLfZFiY94jitlmLX8SNiXS7M+ZiTmjNe63nwQ058/ZL+ZD/00wRXL6j8GNat9xtJ4bhew6H9a3hj6MtiHSkjzLNGCa6e+8A+JLA/vdLlYDqUGRWJNpl7bsRLaTIO+5TXTGvGXVE8rRSpac0ZViGUr7EU0KOefzNXddxahmjPFGD04oIx2o+YXYCjnNFHNMQtFAooAOxruNAg3WcJPXFcQBlgB1JxXpmiWvk20KnnC14GeSSppHqZbC87m9YR7V6YrVjODVWBNi1OjYNfJyep7VtyZ34NUzl540HUsKsMcj8ajsVMmop/sZanSjzVEZ1Xy0mdFkZwBgAUoNRCnd6+hjorI+ZbvJtkmaUGmUopiuSA0uaYDThRYdx1KOlIDS0WC4tFLRSATFJin4pMUhjcU0ipMU0igCMiopx+4l/3G/kanIqKcfuJf9xv5GkxEmKWlxS4rwmj6u5GVFROgAqyRTWApWApEUmBVhkzUWykCWow4xUdSEUwrUs0vcaaTIp2zNIVxSKSGOBUB61YKZFRMuFNNMzkind/cA9TVZV+fPep7z/WKO2KjiXkU5EJGjbMdmKncfLUEX3MVKSdtLoJlCfisy5bHNakx5NZV3zn0qUy0c14luvJ05wG+Y8CvO9vTccHG4e9en+TDNcTT3MayW9tA8rA9zj5f1FedafYS3yMwwpLnb7Cvp8pxNKhH3zxcbTqVZ+7qVMcUoq7Ppl3AMvExHqKpH5Tg19JTxFOqrxZ5k6cqekkIaSnUfhWlm+hF7Deval/CilxRYW4hye9A9KKBTeu4EsU8sDbopZEP+yxFbmn+NfEOmEfZ9SlKj+FzkVz9LWbpQe6KUmtj0vT/AI0a3b7Vu7aK5A6kfLXYab8aNEudqXkUts3c9QK8Ex7DPvzSHPrXLUwFGfkWq0lufUth468O6kNsGpQkns5xWoJNJul62kme+FNfI35flU0V3cwHMU8kZ/2WrleVpfBItV+59Tz+FvDt+D5unWr+4H+FZVz8L/C10DixKe6HH86+fLfxLrlq26HVbtfbzSa2LX4l+KbTG2/34/56LuzUfUcRH4ZFe1g90enXnwT0eQt9lu5os9A2DXP3nwOvk5tb+N/ZhiqFl8bNchRVubaCYjqRxW/Z/HK2Y4vNMkUnuhBpcuMh5hemzkbn4QeJYWIRIZPo1Z8/w08UwddNdvpXrdv8Y/Dc2PNeWE+jD/CtOH4k+FZ1ymoxj6qaf1nFR3iHs4PY8EfwP4kj+9pU/wCC06PwL4ilIA06Vc/3hivepPiB4Y76lET9Kzbr4k+Fogf9ODf7qmqWMxDXwiVOPc840z4YXsf+kalIsQjBcRqck4GetdDZwBUUBcd6l1H4n6NIEtrCN5ZJmWMMVwBk4/rV6GHC4GOT19BXhZpUqyadQ9bL4xV7D0AANNByTmpGTauO9M21473PRg9BT938eam0sZu5H9F21GAApz6VPpg2tP7kV0YRXqnLjG/YtmqDS5qIGnA17h84SZ5p2aYKcBTAcDTwaYBTgKAHinCmCnCiw0PpQKaKcOlKwxaKKMUgCmmnYpKBjMVHMP3Ev/XNv5Gp6im/1Ev/AFzb+RpCJMUmKU0V4jPqbiU00+mmpGiMionBHSpjTGwRUlFc0ypG602paBMZmmsfannFNIpWHzjCxxUZOetS7aawHNNLUhyMu7bM+PSliXIpt0MXL/X+lSQHoKJaAi7Ep29ac/TFOjX5Ka+SDS6E31Kcq4zWNekqpPpWzP0rD1J9qNgZPpUo0WxjamTFoEkIBEl5LtGP7i4P5Ek1X0jSBHAFxjHSp7zE2qxW6NujtY1Qe5PzE/rj8K3rGHCAACt6stkZUYNXkQJpO5MYDDHeqF74TtboHfDtbH3lFdZDGBipwo6YzRTxNSk7wdgnShJao8nvvBNxFk2rhx6GsOfRNQtQTJbOQO4Br3CS1jdcYGazp9OyMYDfWvTo55Xh8epxTwEJKyPEWUq2GBB9DRXqd94dtbrIltxn1UVg3XghC2beYp/skV7NDPaM/i0OGpl1SOxxVGK2Lvw1qVruP2dnX1WsqSGWJsPGyH0I5r1qeKpVVeDOKVKcd0MyKKTPait077EC0lLSE022txBRQTQKSaYaC4FIRS0lNp9R2ExQOvb8aWilYVg6jJAz7YowPT86KKLAGBzgYo9D+mKKUUWQ7jo38qVJORsYMAD6HNe7WUnn2dvKpHzRqfrkV4QcbTXs3hiYyeHrJmPOzg/QkV87xBBckZHq5ZJqTRsODUZHzVJuyKaF54r5Ju7ueynYUDIP0qSxOJpR64NKFwufUYqKJvLux7jbW+Gdqlznxceak0aYNOBqFT3zUgNe6nc+bZKDT81Epp6mqAlBpwNRg0oNNASA07NMBpc0wJAacDxUQNODUgHg0uaYDTgakdx3akpQaKBoSmTf6iX/AK5t/I049aZN/wAe8v8A1zb+RpDJSKTtTyKaRXjNH0yYykNOxTTUNFIjPWmHpUjdajIqDRELg5pvapZPWo+lVYyk7MbjmkNOpjUcpncaTTGNKTimHpTSCUrGVcHNw31qW25YVDMczt7mprbhqxnuaQehqjhBTH+7Sj7gpjtxih7CW5SnJxXNaxdfZUaYjITBxXRXLYHtXDeKbofZhHkAu4H15pU1eRo3ZEmiq00jTMOXOefc11tnHtXpXPaKoEIx2xXU26jAxzRO99R300LCIcZqZV45pUUAVJgE1BBXcAVE3NWZQBmq3Q0XY4jRHng0G3XoQKfzkGpVXnmi/cbXmU202JjlcA1nXuiwzKRLCkg9xXRqq0MqngrxWkKs4fDKxnKMX0PPbnwVYXGSivG3tWLd+BZYz+4mz9RXqjxKOgqFo9w6An6V2U8zxNPaRjPCU59DyCbwjqca5VA/0rMm0m/gOJLWQfRc17ebZeu0A0GzEi4KD8q9Cln1ZfEjlnl0Oh4K8bRnDow+oNJweeD+OK93fQba5UrLbREe6is658B6VKD/AKOqE91rvhxBTfxxOaWXPoeM8fT8aK9Nu/hpbsuba4ZG/wBoVjXPw51GLJjmjcdsV2084w0utjB4GqtkcXijFbs/hHV4Cc2xYeoqt/wj+p5x9lfP0roWY4d7SM3hqq6GUBRW1H4W1mQ/LYyH8KkPg3XM/wDHk9V9ew/8xP1ep2MGit4+DtbH/Lk9IPCGtd7Nh9aX1/D/AMw/q9TsYgNeueFZVPhqyC/3Dn2+Y1w9v4J1eU/PGsa+pNdxoWntpGni0eTeQST7e1eLnGLo1qajB3PRy+hOE7tG8hzVhFFVoCGPFX4kB4r5hrU9d2sJt4qrOMOrDsa0SoCVRnGVPrVQdpIiXvRaLCsDz2xUitVWFv3a59KnU171N3ifMzXLNonDVIDUANPU1ZmiYGnA5qPNLVIZIDTs1GKdmmA/NKDTM0oNICTNKGqPNGfegCbdShqhDU4NUgS5pkx/0eX/AK5t/I0gNJLzBL/1zb+RpFJlqkIoJpCa8lo+kixKaadTTUNGqI2phFPam1Fi0RycKKhxzUsx4FQk1aRy1ZaiGmMacTxUTPTsZc41ulV5JMdKWWXsKrMTmtIQtqYTrXaRVYkyEn1qzbcmqzN85+tWbcZbiuGfxHoU/hRqKCUFRy4xmpEBEfWopSGoY0ZOoPsiJB615R4sv3bUFjQjCLn8a9K1qfEbDpgV41qVwtzqVzLnkuQPoOK2wsbu7MsXK0bGzYeJr3T5I1UiQEAlTXZaR45spWEV3mKX6cfnXl7rjD85KgURgrO5bB4PWuyVBS1OKFeUVZH0Ba6pa3S7oZ45B/stWgjhgMHOa+dba6lgXzIZXifd/A2K6bT/AB5rFlKsMrLOhGNr9cfWuWeFa+E3jiYvc9ik6VXKkVx+nfEnTbp9lyj2xzgk8it6LXtLnTMd9AeeMsBXO6M18R0wrRexpRgEnmrCDpVCK9tnPyzxn6MKuxzxnjcPzqeVluSLIQU7YCKYkikdRUodfUUWJuRNHntVC5Dwq5QZIGa1uD3qGWIEE+oosNS1MOzlNzbguxEnUj0rSgyTzzVQWnkTEqPlY1pRJtGSMelMpk8fpUjKMc01OPrTnYYpWXUz6kDKOcA/nVaQevWrbEY4qvKM81DtsaRfYqlAWyadHCOuBn6UZGaljPSmhv1JFQZ44+lDKSOc/nUo45xTWIAz2qrSJ+ZCFAHJP51E6jGc9fWnTXUUQ+d1Ue5rFvvEWnWoIe6TPoGBNPkkxXitWzQkVec4BFZUz7LjggE9RWBe+NIM7IFMjN68Vitrctw5ldyj9tpzWsMPJmUsVCOx6PZnnHf+Va8A9a57w/MbiwjncgtIuWro4OVX6VD0djTmurkjDC1QnHJrSYcVnz9TU9Rx1IIDmMflVhWqtB90j0qZTXvUHemmfO4hWqtE6mng1CDTwa2MCYHNPBqIGng00BIDS55qMNS5p3ESZpc0wGjNAD91G6m5zS0MYuacDTKcOlKwEoNEv/HvL/1zb+RpgPFEp/0eX/cb+RosBbLU0mmk0m6vKaPpUxd2KaXppNMJ5qXEpMeX9aMgnBqImmSSbFz3NSosJVElcSZwWPNQlwB1qFmJOc00mt409DzalfmY9pDUEjE96UmomNWoJGLqNjWNRk04mmkZp2smJPVFVx+8q1bHDA1WP+s61YiHzV5NT4j3Kfwo1kPyZFVpcDp25qxACU61XvMLE56UPYFvY4jxRe+TZTuTjg15NGNygMPm6sa9A8eTiPT2T++wFcAzbU5GSfvV3YWPu3OHFyu7AzlRgtn0FO3MBIX/AIsgeoz/APqpiDaplI4XgD1NLCdxMr/dHr611HGLgAEAnAIJqQSA3ZcHgKT+lRq2VLvwH4xSKETGWO4gjHrmgBVVg0pGACvf6inrKGKgDGAcEfSmsxQlSQxwRj1zSKwiZWZchCM+9GgywLydWZVmkU4/harC6xqEUCvHdzBlP9/NUY5B56lwcFjk+3pTAwIYZOCvepcF1Dnkb/8AwlWtxfKt/LxjHA9PpVgeO9cht1f7aX3cYKjtXOSTIxbBG7aMflURfEW0kDaxOKn2cWUqkkdqPiNrcduknmq2SAcr1xxV+P4oaosyK8Fu6SZwcH/GuADqIGQt91gR+IokAaOBl4dP8aPYwH7WZ6QvxVeRZHfTQQhAwGxVpPipboxjl0587cjD5zXly8CZW6uM/l/+ukPytE2eQBn8eaj2ECvbTPWY/ivZMfnsZQVIzhs0z/hatk4XFnNt968qHy3ue7DGajU7kZTn5TS+rwD28z1s/FC1WXYbSXBGRyOf0qs/xStHjDLZS7v4l3dK8zlkJWGU9VUZ/Dg0KcTkg5WVCfpij6tAf1iZ6OPifa7RJ9gkIP8AtU1vig7QyGDT9rKP4jkV5tG2WeJug+ZaeDtldV6uowfcUfV4A8RUO3m+JWrSGRY0hTbkYweR69aybrxhrV+p/wBNcZTKADHcf0rnpHCPHMB90kH/AHaGTyLgMhyjHpWipQRm6s3uXLjVbi6jDy3MvPysfMPBHt7dajG1mMbs24J8pbv7VWDL5k8RHB6j3PGaSKQgwvksExuJ/HNWopbEuTe5Y+Z4PvfvIn5x1IFXLVWZFQD5d2B9D/gc1TRisjt3K5z6jsasWxaKRUJwwUsuPegk9M8GTn+x8tziVgo9q7a2YN0rzPwVfhkeHOMHIHp616PYMGUEHtXnVl7x6dF+4XiDiqF0OprTI+Ss+7WsGbw3M+M4Yj1qZWquOJKlDV7OGl+7R4WMjaq2WFanq1Vw1PDV0pnIWA1ODVAGpwancRYBpc1EGpwai4EuaN1R5p2c0wJAe9LmmA04U0xDhTqb0ozVDHA02UnyJR/sN/I0ZpJD+4l/3G/kalgWi1NJppNNzXmtH0ClccWpppuc0jMFHJqbN6FuaW4MwHU1Udyx5pZHLH2qM1tGFjgrV+bRCGm5pTTDwauxyXEao2pzVG1FguNNNNKTTfelLZlRfvIrjJc1ZiB61V/j/GrkPIxmvHqfEfQU17qNK2Py45qrqzbYduPvVYtTkhc8kZrO1SQyMcdBQ9hL4jyvx45LwRjuS35f/rrjD87FtxGTjHtXS+OZiNUhHdVP61zEcpc7GwVzxXo4dWgeZidajJJXy6QpyoGc+9K23YFLY3c4qPpIVHHoajkzvQb8t7itzAssykqODgVJCASJWH3OgPeqQ3jGFOepqWSY7NoPBoAfbj/SCzNnbyc+lKjNLLs7M3P0pv3bd2/ibgfSkiOxHbOOMCiwEqsJJdoHBb5j6Y9KUuCz9NuCBSb0hXaD8xH/AOuogAxJJwvU5oAlKiOCMmMFmPHHansElRnCgc+lQGV3cEfdT7ualLfuQnr6U7hYdgC3UlQSW5/DpTDGFUepyRSyA5VAewp2A08YzwP6daQCTKBIUBYnG3/P5VG6kx7tx4wMfhT/ADMT5PUU77yfN1z0p3AiJcKsw67sfoKPmVVY9Sn86kIPkDI6Of5CnPGBHEf9kCkIYsbswViMFDQoY9CMxqB+pqU8SxHsSR+tKoH2hgOm0igCuqsGR9w+8V5pzq8UgGcsiZX39aV23FQAOGz+ZpS3+l5zkZYc+lAwEaNuQOSDHgfWmbfMglfGTGQeT6Uh3QuvtzVjaczp03rz/OgBjkpcI4x+8XOPenKD9nnjP8J6j3//AFVDuEnlHPR1UfpUkMg86Vs/Ky5OaLATjHlx5wdwKj6Dp/KlyQIrrJwvX8KrCcR7Btyy/wCGKljkZEVNpKouRnvyT/WjqKx0Xh+7FhqkblsxyfIdvbNevac4wuT27V4Klw1uoG3gfKWB54r1/wAI6mNT0m2mK7SBsIPqvGfxxXHiIW1OzCzvodovzLVO6zg8VajbMYNVrjkGuSVjujoZLn5qAaJQQ1NFelhX7p4+PXvkoang1EDTwa60zhaJQaeDUQNKDVXJZODTgahDU4NRcCfdSqaiBp4NUhEop341GDTs1QD80ZpmaBzRcQ8Y9aJP9RL/ALjfyNAFEn+ol/3G/lTGSk0wuB3qBmPrUZJzXJyHo+3J2m9KiZywpuaKcYJGUqrY0mkJpxphptGdxM80xjzTiaY1IBpNMPNONNIoAaRTT0NOox1NJ7McfiRSJw/41PE5FV2J3/jUsbHNeLU+I+ip/AjWhbELyd/uisy7wqlT1rUiUfZwOvrWXflee1J7BHR3PGPGT+ZrxX+6g/rXOLlSDWz4ok8zxFOc9ABWQwGR7mvVo/Ajya7/AHjHJktupHUF1J9KACFJ9mFI5ySDWhkT27ZZgQclRjNOZUeXBGB1qKLhC2ev9KVW+bce/NAEkgIQrnHaoWUhsn7nA/pTncnIppDNIqqcYOaALEazIMyRqzH7p9qGWR2B8sFeBSPKVbBORzTfO9BQA9pSsm0RBsE5GfekZ1b7qFM84qBj8xbNSrIWxvweMc0AR+cfM5qxDNsnD8YAxzVdyPObgYHSpEKhl7cjn8aALFzHsmm5BOTyPwqNSGUDnI/xqGNfMbLntz81NlXynBXJH1zQBZfcLfHfJpss2IkB/uiiOSORlDg471JsjdQSO2PyoAiW5UvHu6IDU6lknWQYKsSDWay7JCGXoauIy5BIPAyo7E0ARNcKjf7px+tOZw7M2epNJe2+0LLGoI/iA7Go4pAVI2g59aALLOgGD8+Qf6VLIGkw0ZIBUrz71BIA0YC8Yp1vNkhGPHQUAU1BWYAv9xhn8OP6Vei8ppRk8YGR7c1WulVbuRVPynBH5UA8bgeQM0AT3jAfZiF25X5sep/+tSwuGQB2POB+pqG6kwIwR91AKYGxkqP84oAvAmSBs9S+5q9K+Hc7f2bKrdpQVHoCteZxHfDP7pn6YI5r0bwGGXTnkzzIwNYVvhN8MvfPT7dwyfpSTjg1HanMa+tSS9D9K857XPQ62MmcYaoxU8oBPTtUFejhPhPMx61FB5p4NR04V1JnntEgNPHSo1NPBq0TYeKcD2pgNLnmmJokFSA8VEDTwadxDwRT81GDTgaYDxThTVNOzVAOBpJD+4l/3G/kaTNI/wDqJf8Acb+VFwI2NNzTWNN3VmXckzRmmZozigtbDiaaTRuFNzSKSENMJpzdKZUPc0URO9IaD9KSgOUCKafumn5prH5aT2YRj7yKDcSVJGMuPSo35k4qW3PzGvFm9T34L3UjWgI8rAPHesnVPuk54FaVqQEINZOrnEbc9aN7Btc8M1qQSazdsP7+Kz3bBznoeKmu5PMvrh/7zk1Xlxz9a9aCtBHjVHebJATg+lNPzZPelQ/Ln1pr8cg1RJNAMxjJ4yaMjIA6ClQfulA+tJjauSKAA5EeSec1Jbx5LyMeOn9KY/I2/nUo4iAH4j3oAjO0N1zyeaQMDwBSPkcDoM0BcHigBsmAMY4xTk5wMZ4ofGOetLHgMOe1ACH5nwewoyDx2yKdONsm7Haos4fpxmgCeHGDkE5FMdiUClenelQEupHSlcNvYH16UARKeoq0JMgemP8AP8qptlWNSKSDj8aALNyomiVxhXxlj6+tVbeQrKoY8HrVjeuCCeOR09Tz+lV5kI+Zeh5oAvxShyEb7oJx71QuYPKnYgnYTkGnxOcjnjsfarW3zotnUjoKBFGN8Z561Khw69h29u9QMm1vcdRUi5IANAyW7+YRTKOTkE+9R4LIWUdf5GrLDzIJIxgDaHU+9R253MVPTAFAEd1kNHkdRTEJOfqKdecygZ6CokOM/gaAL1vkxToOCYQPyNei+BZlbR0U8OZCfwJzXntp8xYfxEHHvXX+BLgbZVJ5EgIHseawrL3Tag7TPXrM/uhU0xyOOKrafJuhU+tWZOvTivPex6VrsoSD5TzzVWrk3XpVPvXbg2efj0FOFJilFdiPNHjinA02irTJaJBSmmA07NNEtD1NPBqMGnA0xEgNOBqIGng1SYEganVGDTlp3ESjpQ4/cS/7jfyNC0rj9xL/ALjfyNA0U2phIpWNMPSoY0G+jdTDxTo42kIFQ5WNqcHN2Q/NSLC79sVZigjjwTyal3DHpXPOuetSy/rIqC0fuaRrN+xH51azSH5sc1n7Vs6/qNPqUWt5F7VGVI6itTOB1z7U1lR+o5pqrYzlgUvhM3bUcnCE4q89vsqvKn7pq1dROLOSWGcJIy9uQc8U+JSpBFDg5AFSQqMnNePLc9NKxetQCCD3rL1sbbeTI6CtW1I59qo6uomhceoqo7ol9T51kP7+T3Y/zpsmDn8adIm25lB7SGmP/jXrx2PGl8bFQ/dX1NI+DTAeR9afgu4C9uaoksjhFx2FGct+GaFHtTed3A4pAOC/N7U4kjj3/WnqFGM/WmH72T68UARsTux9ad0PBpGPOfegnkmgBCMg0qrhhSAcE05M7gfegAf5i/Xtio3FTMMj8v5U1lUg/j/KgCMMRtOe9SSPiVifXio2Rh06ZqV1yoJ7igCJjuOe9GSSSPTFJil3FeSPmoAkRg33hx/9apFUMm3uwwPx/wD1VAp4GfWnq2MYPrQBHtKPkdP5VPC53cHnNPIXBHY81DynIGR2/p+lAFma3E6CWP7xHIqi+5CKtpKQdqnHP86W5iWX5kXj/P8AWgCOCUIVfqFOfqO9SpFsuShP3SQPeqqgo43dM8irG4jY57qQfrQBUmJMm7uetN5wfcUhYZ49BT4yGNMC3ZSFbqMEcbiQfqK6HwlIYNTkh7A9fWubtjhsnpkYNbGjTMuuwseF3kfXis6qvFmlJ2mj3PTJQYQavk7j1rD0mY+Sue4zWv5mSBXlHrWIp15qnjkir833c1Sf75xXXhX71jhx69242lFGOKUCvQPJAUtIKWgTHClpBThVJiYtKDTRS07kjgeaeDUdKDTESZ5qVahFTrTQEi09x+4l/wBxv5GkQU9x+4l/3G/kaoaM1qaRT2ppqXtcSV7IasZdto61oxxiNQB171BbIACxHParPeuOtK572BoqK5hGphNOY1HXKz2IrQdmlBpmaM0h2H5pc0wGlBqkFh4OODVO/Gy3Zl6GrPSoL5d9k4FXsY1YJxMUvkjB4xU9sQy8+tUT8rbas2Ug+aNvwrge5kkacWA5UHrVPUB+7O45HTHtT48CXIaor/YqM+/JxRe2o7Hg/iSyNh4guIhwrHzFP1rJ6gcfWu88b6a9zEl/ChbyuJMDnHauBXGeWwndu+a9WjNSgjx68HGbfcRetOib97H+FXLe2hZg7kqijJB4LfSo1tgsgZAxQHGW7GtDEkwVAUdT/wDrpwVR35FNYcgjoaQcEnHFACseeDTSxIPNJkkZIpOrYHAoAOCc55xSAA/mKcozk0jcE496AFBA79/60ob5+vGTUeeadwf0NAEzEbfbJ/lTMncw3cY/pSbgV98E/rSFsHI9wfyoAeQANvbihsEAY7ClVgQcn0o+UKuf7vWgBpHy/WmAc5p7YA4z3pvQHjvQA0gbjR6e1KAWAPT1pQuRQA9WyRg96dGuSQT6fzqLGzBHBo3e3UUATBcAZ9D+lPWYq5GfYVEsn/16jzkqT2oAmmjBJcHIPJH86dEC1uQOSASB701GODx0FOixHMWHAJwKAKOOOnQAfpQn31Iq2bTkyDmPP6dcVFNF5M5VRhchh9KAFhJ5GOCBV+ymxqcDjqkoAHtWfGdrDPHOKntpNlzGf9vP61Mti4O0j2rR7keUoPFb8D724NcLptwyiMDngV2enEkKWHPrXlSVpHsLWJoSg7KovnPNX5OVxVWRflBx9a2w8rSObEx56b8iKiiivT3PCsFLSUooAWlHSkpR0pgKKWkoqkSx2aOppKVRzTESqKsIKhQVYQVSAlUU9x+4l/3G/kaEHFPcfuJf9xv5GqBGUabTzihBlqiT90qmveRaRcIBTqXGMUh6VxSPpcPZRSGNTaVqZXOz0IrQUikpM0hNIqw7NKGpmaAaaCxJmoro4tJT9KeDXN+N9QutN0aKe3OB5uGPtg1duYxrNRjdkczhWyDkZp6ybWUr+deeSeM5HKZi+YjJqvL40vCoVIo1Hr1rF4eTZ5yxcbHqqlwNzcg9xVXULmCOHMs8ca/7TV5JL4r1Z2OLt4x2CHH8qyp7ue6JaWaRznJ3MTVrCt7mcsauh6Rd+J9Ht43QyedkH5FGc4rz3UZ7O4vpns4GgicZaPd1PX0qoDgjkn60c9yT9a6adJQWhy1a7qbi5CL8qqmcdB2o3nyXOTyR3pAAxO49hRgNC2D0Oa1MQ3ZfHbmkOd+PcCgHBPHPNPB3OD23CgBhI2qfXtQR82R60EfdHtSZO4+mTQAozs/KmjBAzS5IwMelLjpxzigBNoY04Icc8Uu4DnFLuJXn1oAj64GO39aXAKsfcmlAHH4ZpwTCnuOaAECAufrTnRSkPOMpyPxo3fvDjpuNOJxGmAD8ooAj25yo9f50nJTOPQ08H5icY5HSmr9zqegoAMEEZ6YpqnGfSnMSB60h5IwKADhlB7mkx0ycUi9B+H8qU89OcUAJx2707AGaao2/XBpT3+v9KAHqSGGOmRQpIG3PYZpAcEZ6cUhz8xHZaALG7bbMuScOR9ajDuQDw2ARz+lPG3ZyepNRDCttzgGgB22FiQVKt1yORQsEmdykNgg8fnSKMNyeCD0pq4XJHA4OKTVwvbU9O8ORm6CSfwqoz9fSu9sFATPHzD5a8BstUvrEn7JdSoCQ2Fcjn6d66Gz+IOt2aqkhimVR1dAD1HpXJOg27o7oYuysz2yTAjHTOKqStkbccmuCg+KUM7g3NkyEkD92ffGa04vG+kXUy4nKk8/MDWUKUozNXVhKD1Oj6cUVDa3UN5AJ4JA8bdGFTV6S2PEluLQKKBTJYvalHSk7UopiFoooqkSxQc05OtMFSoOaaETIKsIKhQVZQVaAmReKe64gl/65t/I0RjinyD9xL/1zb+RqhoxsU5MA00kUbqxeqLhpJF4nNMNNjfcg9qdmuOSPoMO7q4xhURNTnmomWsJHpQldDM0mad2pppGiCikopoYu7isjxZaNf+Fr2FVywUMPbBB/lmtbvTZ4vtFpPAD80kbKPxGP61pDcxqxvTaPnSUq8xZeAAQKqg8DJrRvrdreSe3BXMbtEceo4NZ7tubd711HzElZsQqSRSrhWJPSmN/EB2P9aATzQGhJuGOgqNmzwc4owSM57GgDJ/D+lFkADOOB8oA5qWFNySD2FMBAXj2pVOYH+tADf4m+tKAeD70fw/jR6fjQAvdaQjIP/Av60v8AH+VJjk/Q0AL6euaYByPpS5PT2NLjOOOeKAEOc8/3TRyMg+tOOSp/3SKdyGPtQBGM5P8AwGlDYGCexp+CTu+n8qQJkdPT+dADhjOfc0Mf3aH/AGB/KkI2jp608bRGuVBz6/SgCPq+B6CmjJz9KlJz0GAAKjxjNACfMM9+tKpy4z60pGKQcHIPcUAIB8q/hR1Jx70iLnv2pxyVBHagBDuyefWgY3ZHT/61HWhTtwe//wBagABO3BHPH86aS37zr0pQcrz1xSsRlutAEsmVCqM5yaiBO9c1M5Hlx/Kf4uahzlwR6igBVOBkelLG5OPlzkCkAzj8KRVOF+n9aAJFxzjg5GfzpSMhj7f1FRrkZPsP5mpGbOT9f5ii4IcvJUHgZH/oVTwJuERA5UkGoVOAeT6/k1aGnRCebygu5zJjHucYouJ6HrHhSHyPDdov95d/51tCq1hbfYtNtbX/AJ4xLGfwFWR0pnOFLSUtMTFFLRSiqEApaQUtNEsBUqdajHWpU600InQVaQVXjq0laICdBxTpP+PeX/rm38jTVxillb/R5f8Arm38jTsBglqM0wmgVhc2tqWIZNp56GrXHXselZ9TxS9FP51jUj2PQwta2jLNIRSdRntTq57HsU53REVphFTsKZtrNo6YyRDjFLmnlaTbQi7jRUkfBB9+aQYFRyy4G1fxrWCdzCtUUYs8H8QwKniDURjAE7sPqSTWC6YYqegrq/GsYi8T30YHAdT9cqD/AFrmJOZXI7kV0o+bm7ybIeC5wOv+NNxihic/r+tKAME0EgMfzp3Y+w/pTcepoB4NMY4Ju6cdKcFAhfPqPxpq525HFPwfKbJz8wH86QEYOfYUbs4wPWgDIyaUH5RQAv8Ay068U0ZODnsf50AdDnvSY4GOw/rQA7qT+NKxxn8KYV54zSNnj60AOGDwf880vOSSeuabz834GlIJUZPrQA88kDPGR/KlXp+X86i5Vvof6VKhzgfQUAOyME+xpRho0PB/pUeCFzkZxUnCwpxzjnmgBpJJPak4Ocmgc5AphGCRQApwo/z6UL1yB6UjA45/zxSDK/TAoAefl3diOB+dOOQOOnNMwWJPr/jSndg++aAA8N+dNxwMjn/61HPmYox0yaADaSDk44FB6tzQPmHJ4wP50MCrOBg4zQApZ9kZ9BSDJbBHGRS7WI57Clxhv+BCgAT+HPt/WlGQPQD/ABpoGdpz6U8jjGeq/wBaAGnJLAe1PbG0475/mKOAxI/hCj605UJAX8M/hn+lAEu3JwOzbT9CM12XgSxiuNXabZlbdQSD/ePQ/pXIQ/eU9d6/kRXqvgmz+z6MZ2QLJM5bOOqjp/WgiT0Ol7DPWigcgH1FFMxFHWlpo606mgFBp1NApwqiWKKBQKBTJaFHWpkxmoRwakTrTQi0nSrKGqqHip1NaICwpFEp/cS/7jfyNRhuKSVv3Ev+438jVAY1KKbmlFcx0WHGlFJ3p2KNBptbEkcrLwelWFdW71T5pckdDWcoX2OuliXHcu5o61SEjD+KnfaG9axdI7Y41WLRFNJC9TVU3DHjNRtIWOM0eyZo8ekiWWfPC1CDzknNNJoDY49eK2jCxw1MQ5HlHjuE/wDCV3DY++iH8cAVxrKAC2f4q9E+IcaDUrSUcO8Qz7kGuBni/d7/AFI4qmct7lUj+QoxxRnBIPp/WnDkj/PekAwDgUEAdOlO5CgAdqaQQCfpQA8lgMCnZPlMDx8w/kaYWJX86cVzExz/ABD+RoGMyAuPagHoPakGSOlAPzUAOBxjPSmnpge1GTzR/F+AoAUZ6k8UmAT+NIDkY9qcRhvxNACKRk/hTic8CmjjNJk5zQBIeST704Ngg8Y4qPkUo5H0oAd/Cdwp5IES8dKicnbgHqKU9gxoAUEfrSMTk4peMjFG7JbigBpGcZPX/ClB28HkYApF+Yr7f4UN/OgBynBPPekLfJSY+YjtmjqAD6nFAAwBfIzzQckLSgjzFFMzkA9qAHsMDgA8D+dD/fc9Ov8ASjfwPp/Wkcku3HrQA7axQHPp/KmnO715FPyNinPYfypuQSPqKAEHRRmnc7fw4/OkAHHrxSgEIB7f1oAkBId8gEHbT7fllPH8J/8AHTTUJV2JPGV/madCu0xjHOFP6GgC9ZAOqRhfmz+lez6Zb/ZdLt4D/DEF/rXlWg2yf2pb+Z3dVxXr4GAB6DFMymxe5+tFFFBmFLSUtNAOFOpopapEjqO9FFMQtPXrUZNAaqRLLatUwbAqor8VJ5mRWsUJlnfSSP8AuJf9xv5GoA9Dv+4l/wBxv5GqsSigG5p45qBTzUqmuNHayUU8UwU8UyGLimkU4UEUgGUw9KeaaRQUmRik70p4NIaB3GmkBxz6Uppp/pVJgzz74iMDd2Td0XBrh2k3EqR0ORXXeOZfO1iSI5wqrn8q465X5hgEYNTLccStIMNyOaRT/D26/wBaWZdpzg5PvTSPlHWpLEyAcelHXp3FNIO72pc0APGcA+/9KcgP2cj3H9ajU/L175qeI5hbnnbmgCAEH64pcfypOcdqbk80AKKMZpMdc9M0A8GgAK/MKceKaeWoHNAB160uMjrThjbimbcMPQ0APyQMUDjP4/ypNue9I5x79aAHtg4z7ClIYHB9Bimls4BHehnzyR2H8qAEOQMU7t0phOcetOGcUANzxign+lIcbuP88UuOh+lACjILUmTxmlByM9zQQeKAEBIK/WkxgU/oRgU0nI/z6UAAzgH2/rSscB8+hpo+5g9xxSnjfn05oAk3AIuB1poGTmlL7sAjocUoI70ACn7v4Uehz2/rRleMdqMc/kP1oAlGS7d8lf5mpkj27NwzlFYfhUceS4wOQRk/jVtGXyoecNHlSD6UAdF4YtWudXtgQB8wk/I5r1I9a43wXYbWe5I4UbVPuf8A61djQjGT1FooopkC9qBRSimgY4U4GmCnZFWiB2eKaTSFqYTTAcWpA+DUZam7qaRLZZD08Oaph8U7zPetYolst+ZQ8n7iT/cb+VVPM5605n/cyf7jfyrZRM3Map5qZa87Hxd0AH/jz1L/AL9R/wDxdSL8YPDw/wCXPU/+/Uf/AMXXnnoNM9FBpwNedD4xeHv+fPVP+/Uf/wAXTh8ZPD3H+h6p/wB+o/8A4uglxZ6KOlKa87/4XN4dx/x5ar/36j/+Lo/4XL4d/wCfLVP+/Uf/AMXQHKz0LvTD1rz8/GXw9/z56p/36j/+Lpp+Mfh8k/6Hqn/fqP8A+LoBKR35FMIrgf8AhcXh7/nz1P8A79R//F0n/C4PD3P+h6p6/wCrj/8Ai6Ckmd8aaRXBH4v+H+QLPU8H/plH/wDF00/F7QCOLPUunH7uP/4ugqxneMdw8RXR9UVh+Qrlrrec89Mc4q74k8aaXq+oLc2kF2n7sIwkRRkgn0Y1gvrdu0ZXbNnIP3R/jSYJE8rM0vI+7xio8EHr6H9agk1iBpHdUkBbGMgdM/WoTqURIyr9PQep96RRZLE4pV+9g96qHUYSANr/AJD/ABpw1KDqUfPsB/jTAtJgjoetPQFN64/hqn/advj7kg4PYf41aikWQFgfvLkbjSAQZIpMY685oDDPUYxmjcDg5GPrQAucn8aTI9KME49Dg/pSA4H5UAC8Zz60HjOKPrS46/jQAgzj/PpQpLEE+1Lzjj/PFIB8y4PGBQADOPwpMcE9cA0oU04A/MMY4xQAuCzgdOaG4AHsP5U4/KWJPrTWYeueKAEzjBo3egpCw2jikQkk9qAAEdx/nFOxg+o4pNvIz0pzYxwevagBUQbaQ9PpQfkUc8mmZNADl5PWkA5Az/nFCtz0pW2j5h19PwoAAM7R9B+tDAsWwetCkZ9uKWIDzBnoSBQAsgCljnv0phwR7+lSMyeYflJ5I/Go9pznH40AOGDn3qTvntg/jgcfrTET5lH0qT7ox1C449e9AE8QwOvpux79P1zVmBVnuFDA7iMMPX3qrH90LnkHDn2PStOw3qSSg3IMUCZ6b4Ux/ZHy/dLEfXHGa3KzNAg+y6Hax99u4/ic/wBa06EYPcUUopBQKoQtKKTpSE0IGOJpN3FMJpharRDJC1NLVGWppY1aRLkOZveo9/vTWcVEXFaRgZuaJy/vTDJiq7Sc0wyGt4wMJVUXBJT2k/cyc/wN/KqSye9OeUeTJ/uH+VaqBh7S582UUUV5B9AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV6jo1x8L5LDSrW+8PaxLqM0cUcrrcbUaQgBmHz9Cc15dXpXwi0sar46tJ3aN4NKtmvGjdd28gY2j3yQeemKALXxD0Lwv4e8c2ukWdjdLZWfltfI0xZpQ2G+Q54+U47c1JLffB+JgD4a13LHAH2nr/4/XKazqjazr+oalIZB9qneRFkbcyAkkLn2HH4Vr/DLShr/wASNMgkaPyrTN06SpuD7MEr+PHWkBqfFLQ9A8Na/baRodpPA0UAkuGlkLh933MEknjDfnXCqPk/KtTxJrLeIPE+patslVbmdnRJW3FF5wufQelZa9uPT+dACkcDPHFKRwMepoxlST6U44xkduaAGiM498Z/Sl2iPHrwKTfnp24H5VC25yTz2oAlLDJO4CmtOhOM8n0qExktnBxUn2cHGB0U0AHnBuKaJAMg1HIFjbAPNMBYnOKALG7ilDgVGNxGKQg+tAFl7hGGOlRmRc8Go/LAOKBHQA/zie1G9yaQIM0/AWgBPmHOaUE4yRSY44pQOeaAAHNTQjDknsM1ByGOKniACkMcZoAQtk5A4PJ+tH3vankALkHr2pq8kH0oAd/C3rSjAXG773X2x/8AWpU4XG3p839D/OjCg4PQcH+VAE0AywIOHAwwPf0rY05MssZOckAn3rJgTcBJ/GPvfTtW9ogCTI7cqsin680Es9Vt08q1jj/uoo/LipqTGDjsCSKKDBjhRSA0E1QC5zTSaQtTGamkJis1RlqC1Rk1okZykOJphbjrTGYetQvJzXRCJy1KqQrNz1qJpMUx5KgaSuiMDjqVrExcdzUZlHrVaSXb3qq8x3ZrpjTOKeISNMSgd6dJLiF+f4T/ACrLEzUNM3lv/un+VbKkZfWkeGUUUV80fbBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFei+HPENhofw81rTI1uJdS1jy0f5AiQRqD82/OWJz0wPrXnVbsCZt4iTzsGM84GKAHMMSHBzzwfwrqPDXiCw8OeFPEloq3E2qaxGLdRtCpFHg5ffnJPzH5cDp1rlmBEwGfSpExgA+xYjvgmkBFhgw65I4J57UKuGxk44/lmpG+8AMDHp096aDgc+uf8/hQA9iAoBB5zjH6U0Odwfj1x+FM+YYyehoydtACHhqQc8Dv1pwUt+Rp+FXJFADAhI4PQ0txKIIQQfmINPXqcdqq6gpcHn7goAimgmikjNwhUyKJFz/Ep6EVIgIGD61s+J12X2lo3VNNgH0+9WUFI+XrjjNMBVwSAfWn7ARkelR4xg+hpUJGRntQAhXBzml7+1JkHOTSggKB1oAeCpPFKwXHFRgA0vTPtQA4EJxTT0zSk5pFyRjFAAq4UEHk9alCEp681ERhD1qVVbYoB60gFYbSRjihMgfdOf4qADnJ5wOf5VLtLAHkZ5OPy/pQAm5gNxxgDJH1pqAkndnuCP/Hf505nyckYGensf/1CljUk5IPA55/D+dAF6EYiUsCrk85HYVv+H4hc6pb2i84cbvw5z9OKwYiTIoJwvGcmu88DaQymbUpOp/dxg+nf+lBEmdofTvilxQcUZpmIlNJpTTGNMBpPNNakJ5prMa0iiJNATUTNxSluKgdq6YQOOrOwjvULPgGmu5HeqskxXmuunA8ytWtuOkkqs82eBTHlLHJpldUaZ5lWu5PQUnPNRtyc04nioya3SsYrV6ig0pPyP/un+VNxSkfI/wDun+VapD0ueJ0UUV8gfoYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABW7Ef8AR4v+uY/lRRQAOfmH0pzng/7tFFIBm47evc05T8o+hoooAV+n4GowfmoooAljP/oQpgPT/dH8zRRQA9TUU3LSUUUCNfxgT/bVp/14Q/1rHJO4/U0UUxhk4pV60UUAB6igdDRRQAA0Z5NFFACZqRTzRRQA0k7anUniiikJCknB/wB0fypJWYBue5/9BFFFAx8n3v8AgRqRWOxufSiigCzZfPdRhueR1r2PR/3fh+x2ADMange1FFBnMtea/qPyFJ5r+o/IUUUzMQyv6j8hUZmf1H5CiimSyJpnz1H5CmtK/qPyFFFbRMmRO7etQu7etFFdUDhrFR3bB5qlI7etFFddM8fEjC7etJvb1oorsicAM7etRbjnrRRTKQ/e3rRvbY3P8J/lRRWy2A//2Q==",
"path": "030299.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030300 | Women Tops & Tunics | {
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"path": "030300.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030301 | Women Tops & Tunics | {
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",
"path": "030301.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030302 | Women Tops & Tunics | {
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",
"path": "030302.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030303 | Women Tops & Tunics | {
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",
"path": "030303.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030304 | Women Tops & Tunics | {
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",
"path": "030304.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030305 | Women Tops & Tunics | {
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",
"path": "030305.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030306 | Women Tops & Tunics | {
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",
"path": "030306.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030307 | Women Tops & Tunics | {
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",
"path": "030307.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030308 | Women Tops & Tunics | {
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",
"path": "030308.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030309 | Women Tops & Tunics | {
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GDbBTti6Fc85z9K57xD+9toUU5EjkkY7k5P8AP9Kg+GM3m6rqCMS26DB/2gT0/nTrwSQ30lpNy9vMVU92U5IP61i9JHmU3zI6LwfYpbb5cfMxx+Qror+4VEx1NZulp9niVc+9Lqdnd38flWc/2eRjxLtDbfwNZOTbLa1NDT42hJmdQxPUHtT7nWiIJI5YFXH3dhLf0rPhl1K1g8rUJZ0KnHmQwq6ldvX161kX9zaxK0iavczylAxiWDBLHqM4wK0s0rIShfVkoud1yW27SeSKb9k+3a7bh9rR2yec6+rN90H8OapeHLK5miE1/M7ysMvnjaOwHpW9p8H2eBnb/WSsXYkc4/hH4DFOnDW5vCk3JXLKrsUKAAAMYFFLRWx3LQKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAO1eCeNMf8ACxNQxnBlUfjsWve+1eE+O4vK+Id4eMO8bfmq1cdzhx/8NepZ0W9iYQ2skI82zeNlcEcpvznHqCcH8K9Zs4UuLfa6Kw9GGc15H4dsYb3XmSbdgQOVROrEnH5Dg16PomoO0Kbidw+VvqOK48QlzaGeFblHULjwhvml+zTPHDM2+SE8oSOhrStvDyC1Nvd3Ek0AQqLcHbEB16D35+tatvdLIuDwamkYeU/OFAJJrHmZvypdDN0SFLa8nSPgFelQwabaXNxcRzwI7ZIyRyAeetWNIVmvGyQGYDA9utKwFrrxG75X4b2NSW7XsZ1z4RsrhdjvM0Y42FuMelZ+v6DaJ4cuLSCIIqRsUAHTiuvuJBGCa5rXr8LYzl2AURt/KqTd0LlumfPbjMZx2q/bDCJJ2Df0qlGpkV8Dmtq2tsWGSM816rPFW53Hw+ufJ1tIieJo5E+pGGH8q9SrxDRbz+zry2uucwzhz6Y7/pmvblZXUMhyrDIPqKyZ6+DleFhaKKKR2BRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFZ+p3Xk20588wJEmXkUAtk9FXPc+tDdiZSUVdjNZ12x0S2aS5lXzMfLED8zfh/WvHdb8QXGsXM08zHBGFHoPQVJq84kldmZjk5JY7ifqTWET5j5bhQOBVRV9Tx8ViJT06Hp/wbg8y61aZhnakSj25JrtfEegPd3CX9oi+eoG5TwHx0+hrA+DVts0PUroj/AFtwEHvtX/E16XgbeR+FYVFeTJpO0UcZZ3C4AMckbjhkccqa3bMgtnIqW9ijdSWUZxXOXGpSWEmIVBHp0rBrlZ1fGjqbxQ8BVlBGOPauRuNKi3sRuAPUButSnxchi2zQSKfUYIrLn8SxiQGKJnOckNwKvmuKEZx0R0MFvHDCI1UAY5qWqFnq9vdr0aNvRhx+dW/NjLY8xM9cbq6ItWsjujKCVrklFNDqxwGUn0Bp2CO1UWpJ7BRRRSKCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK8V+J0Ri8aLKB9+GN/rgEf0r2qvIvi1Fs17T5scPbYP4Of/iqqO5yY1XpnMJqU+lalBfwBJCmQUccOpxla9F0O4urjzpbu3kt5TMT5bgg7SAV6+xrzzTA8jl4k8ye0iknUEA4KIeTnjA6/lXU+A9TubtryG7uJZ3BWQSSnJ5yCM/UVnWjeNzgw8uWaXc9Cgm6EHmtJWW4tnhfO11KnHoRWPGO1Q3HiTTdNUrcXCrIOidz9O1cFj1Hqis+laraXy3UF1cTvGgV4w42MOgKg8qehPXPNX7DS7h9SW+vnZbgAMYxISuOwx09yetc6fHYEu7YwQn+EEH+WDSL41cShvIlMQ6jy24H1x1rXknY09gzsL65C8ZzXEeLrlzpU6ITllI/PiteHVU1VhJCkohxne6kA/SuY8VTqqJFn78oGPYGogvfSZjVfLTZwel2hMkwYcBTnPsRWsUVLRVJwA4/+vVyW2SBMhgQ8bEnsTmqF2wW1DA8+YfwyK9Pc8a1idAQ0i8chW/DvivXvCd4174ZtGckyRAwsT6rwP0xXjcVwu626fNFg/XFek/D66xHe2THkFJ0HsRg/qBUPc7cHK07HbUUUUj1AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAE61yXilrm9vo9LsYzLKw8xlHReMZP4V11PsdGIneSNQ0tw+9mPU+gHsAKGrnPiLctpOyPnzV/9HvJLdmDvGcOfU+lV9N0+91i7W2sYGllY8kDhfqe1eg6b4BHiHWr25uEaKFbhwULZY/Mfyr1XQvC2n6JbrHbW6JgdhQ5qOi3PFcLu72IfCmhL4e8P2unqcsi7pGx95jyT+dbjj5SRUgQCmuODisvM1TMu8JMZyOlcvNavPOzMMCuiupCSy1U+zEQs7Dr0rKSudEHY5K8tlDHvUFrpfnSgkcVu3Fm0j4x35rQsdOfaMLgepqUjVy0I7PTIkUAlV9ycCq8sVvJeB7ZWMDrgls5zjjg9MVb1mQW0QgT5u8h/kKm0yyaRYUAO53DYxXfQpcquzy8TV55WWxmWCtbXQlQZKHBzxx6cetal1eTXaeXIURD94ooAODnPrntUN3AYb6a2XAdPm3YwG9xn+dJME8hlJbkADBxj3zXRZHPzNGZJezLNlJCFXjB9KvWV8Lk7HAWTHGOjVjzsBcmAkBlGW9Mk4FatxpS21uJorlDdRgSMPNXaFAOSD3zxj61nOKOjD4qdOS1uuxePWlPSoba4W5gWReM9R6H0qasj6KMlJJoKKKKkoKKKKACiiigAooooAKKKKACiiigAooooAK8q+MS4k0puxSVc/iteq15l8Ykzp2lSeksi/mAf6VUdzmxa/dM8/wBGvYrXV4JLmVo7aQeVcMoyRG67WOO+Ac/hXRXFs/gnw9NM97azajeTxfZBBLv/AHKEnzDjs3TB7GuHdslTnotLaIJXuI8DLxnb9etact9zxOZrbc9l8P8Aii11u0SVGCyjiSInlD/Ue9bd1pcV/AVjk8pzzu2hhn3FeH+GpJI7uTy3ZWABBB6V6Lp3iyS2xHdoTj+Nf6iuCtS5J+6ephqznBOW5uxaJ4piLRW89q8bDBZZGUkenQkU6XQ/E8qLDd3FrDApzu8xnP5YH86WDxvZRqcXIGR0JxVS++IFmVIExc9lUZNRzTtY6/bS7lyWKDSbJ98xdgMtI/U/4V5ZrGtR6hqJ2ltkRJQ9mI6/59q6O8m1DxGcurQ2g6JnlvrXIX9iba9IA6gitKCSl725y4qUnHTYum4L2qktwqEfmao3sqmNkySBJgZ79P8AGo5JSu1AMMYj+eciq00pcMx5J+bH4CuxHnS2HQXBXyiTwhxXd+BtQFt4is1JwtwrW5+uNy/qK83L/Nxznkfj/wDXra0q9aN0mjY+dbyLKgHUlTmlNdS8PO0j6KoqG0uo72zhuoSDHMgkU+xGamqT3E76hRRRSGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAAqSK3eXkDC5xuNEUYdgXbZGD8zHsKvYW6vBDbOnlrnac8H0GfWrhFSZwYzFOirR3ZWaJIwccn1Par8V9IsSjy4mZBtUkZwvQ//AK6Zd2H2bkyrIjcAqD+Z7VTjc5AHBHHP1rdJLY8OpVnUd5u5HHbyWHiCYRKPKuR5qr05/i/x/Gt1LraMNGyn3qDUtM+16VFcRSlLhDujcD7nsfY9KzbTXm3+Rex7ZV43DofcVy1YNSujppTUo2e5vLcIwP8AWhWDE81FFLDMuVxQ0e0/LWWppoZnkb7+UH1q21vvAXHAqaOECQv3NSPIkcZcsuMEj3x1xSUW9i3NLcqLYxK25sVZjhDABg8athVIXr9Kzbi9Yk87Bjt1p+l6hMkO1VBTk5Ykkf5610QoW1ZzVcRfRHN65GI9ZWzjbKpl25ycnsTXR6KY4pInl4wvUZ+Xj2rkXd7vxHcTOzOSwBJ7109gpVQCf4emK6jlZlNe/afFN2zKwG3aoZy2Ppnt7U+YcsOmOfryKzFkK+I5Pdq6SOwNzqAikDojRliwAyBjI/pSQHFSt52sXuOg2qT68Vtya4jWLxvbx+cVKKyoAoXjAx3HXP4Gs2YW51m/a2jKQ+YBtOcg7QCPzqOcclR2/wA/5/zlaMZNo9z5V2YT/q5OPo3at/POK5S3QNfRx79oZsbyOnvx/Suwmge3fZIQxwPmGeffmsZrqexl9e6cH8iOiiisz1QooooAKKKKACiiigAooooAKKKKACiiigArzz4tpu0XTCfu/bMH8VNeh9q4b4pxGXwvasFzsv4iT6Ahh/UVUdznxS/cyPDnbA49x+tPs5dlyjDruFMdC13JEgJy5Cjp3roLS2i02WNbQJf6jkbikZdITnhV/vsf73QY4z1rd6HzqbbLfhjTW3STcElgOO3sfeuwfRjOucKK5Wb7doQ0zEu28kjYyxk7hjeSFPbdyc46cV0l34wbRr1UfTxcW8qB43SYA9OQwwcEE4IrhrQnKV4nqYetThC0ug3/AIRkyNk1oWPhGPzFYxlgOxrf0HVY9d0s3lnp8jyAAi3DDc2c9D07VesdTsjcmz1ExadfscRWMlwrTPxx7ZPYZrn5arOj21JalX7BFb2+0KBxivN9XSKbUZ1gKOYGYOM8qw7YrS8W+Mdc0bxBqGmwSQ2pgmUwzRDMijAIw3TnPPHFcnpRnlu7i7uQ7SzEu7yZBOckt75Jrelh3H3pM5q2LUvdiiC+t5FuIcRnaqKuW4yazJAc4BJGNoroL5pNSsEjluEgtUlyWkmUqjkddgG/JAPrVLU7BbFhtu4pxgYdD1BGQa6tkjket7GP5TyqdiklRuGOeKdb3LQzrKv3geRWlp6aZtklvDOCnzDymGG+nfNRyfYyzBASC2PNHzLt64+YA7hVXvoRtqmezfD3VI7/AMO+QrZNs20D0U8gfzFdd1FeLeDdZGk+IIbfT7We9a4KwyRoCrY3ckKOpHXnGOa9G1rWNV0CGW4ujpUkQl2RoZXhZlPTJORu6cfU1m0erRxdNQSlujpKKw7DxPZXd1BZzvFDdzrlFSUSxucZ2rIvyk47da3KVrHZCpGavFhRRRSNAooooAKKKKACiiigAooooAKftCRGaTIjH5mnwRqcyynES9fc+lQTLNrVz5Ch4bNP9bKRjj+6vqT+lRKVtEctatyvlRUUzaxJuhIhso2wZD0Yjsv9TVo3UOgWh8qYAc7jnaP/AK/407VL1FEdjYxDJASOJBwB/hWJf6E89t5eoTIs2d/ByPpxRFvo7I86fvO7V/IsWviebUJGRWl8jdnJYhW+g9PetUSBsMPxrlo1hstqLLvOcDAx1rdiMjRByp8snG7nGa7KbVtDgrJqWqsdJNdGbR41xlo+d3f2rn5I/NbLD5uD1rWt8G1K442461Xk0y9MfmRws2SMKOpBz09uDVGaG2N2lqAjQh+Tli2D0x2qxJfSJAZPNbpxwBmsPJL7Fypzz9K1YUE3lxfKMEDLtgfjS5I9iuaXcJrpySrM7cZwxptsHuHQFsovIXsKs6lpctun2nfuYAbo15Oecj6Ac5qNz9m04uOGIppLoS2+pQuZDd3rpFkop6jsBWpDGsFq5HZfSrfhi2EWnl0WN5mJLkqcgE9Ceh4GcU3WXVY7h0H3+4fcG9xQByehWjXurTAnYeWBIJH446V1z2UVuySQyh0JOAzgHHoB1Nczod09jdvKPmU/eTdgN7Gt1tSkvLqBGVQiAHoOuOSD2B9KNQZyjSrbeKFkkYhFcE7PvDB7Zrttbumhs7a6IVyHDIhYbRkcEr39ODxXnusEx6xuOOW5zWrqMxfQopQS2zgckfrQBk2E7XhuLuU/NLK0jEen+RW9F4bnntHd32XBTcIXGw7ienPbac5rA0ePOjxju/J98nNdbY6zbxQEzW7Fo9qLgliwwdzZPA5xgdKXoM4yEEXI/vKccHuD2rpJdTn8qJZP3iBiWduXOcd65uNjLfO5AGXJwBgfl0FdHDZz3W1YoXcMQvA7+lFrlRm4SUo7otA56c0tVbWQqTbt95c7fcf/AFqtVzyVnY+koVlWgpIKKKKk3CiiigAooooAKKKKACiiigApOar3c9xHHItnam5uQm5I920MewLdq8y/4STXta1PUNLuLmWxlGYzFaoCI9rYYZ65989M4p2OWrioU3y7s9Kv9U0/TEV7+9gtlc4UyuFyfauK8W67Z+ILOHSdKUXzyTq4aOZVGVP1z174xWdpWl6s1+tp4luCHUeXYJeSK5LdCwUncFx3/AZPSjaaZ4j0fxSDe6RDOZFO92UCBI848zcv3QOvPXoc015HFVxcprltZMyrnSDFrMsOm2ulyRDqHuEY4x8xYlsjvyKt3BB0OD+y9Rs4blG2tDp2VEzn7oy2CWwTU+ueHbGwaOPS9Wt2tL0lD5J81pCvLlm4AVeOM9aZDqujeHdN0+90rTRfyC5dmudVi2EMAMGMKcAcE9yCKu90cWzZjSzP/YsOmBZobm1mleVZF2+WAM4JIyMdu9a2ixadpXhqfU9XtzerLMq29pLAUBkAyTvI/u/QGtnxTqMeuaBp91I8kWuQIbuOwiIcRoxBaSUkZ+6BtB5wwHNZ13eXmo/D2OaRHmlimDB5okJVFOCyYHAzgfTPWk9rDS6klxqWqeNJLSGzQaNZxgxxLG+2NySP4hhicfUVW8YaZPpd9p9vqWp3l1qWxDDNI2/bGHwM85GGyQBmuZu7y51eWBJFSWVFKIsUeC3Oeg/pXXW2vava6doltqFlbyv9q8iO6u4RJMkRKjYM+xJB9OKVmhcyZ0XiPwzr2t6dp1zaXtrLcKm25lkARnbP31O3gY5K1yGraJc6NcB7u8lvLp8iSVwQBwBgZOSP0rstHi8aTePLxrp7qLSUmkjk85cQtEpIVYge/Q5Hvmsf4hm2t9TSBpNsjR/cQFgpJ6k9ue1RdpqJas7s5LS/sN7cf2TcWmJbmdFS6SUggjgKQeB9RVLVNGu7O8k2W7tErlY5YxlWA46+vqDViLTrqOS2vtOlhvG3h8RdYnBztdTz079K2PEI1HQ9enu0tZYLG82uYZ23xSAjlD7dQO/pWt7S0M7Jx1OektbG8liS3lMExGH84jyi3orDkfiK7XS/Dj+DrWXU9YktBfbM2mnSMp3uOQWLcD8Kg0PTfCOrSu0Sakt7GvnCxkcBXC8sEYAlsYzt4Jq7dpo/xG1JpoJJNM1CG13zy3A3xSIvHTPBHHTrn2qW76DirakV1rHibVtGvJbtbXT4WyyPBAIpCQMkbwchT6nOaVGTxB4I0fSbiWb+0t0s8b7mlJRSQGkXqODgdcjpU97pmtf6F4WijF5ZNGjSXQIVvLJBLbc/KFA6nNVPFnhbVNL1HUp9OIOmW8UcREEpLJBwFU9zzyQPXPQ0k76FNJalOGaZNPOoJpKytZT+XfPCQEZj/q51C8xyDoSBg8d816h4d1NtW0SC5kV1m5jlV12sHXgkjtng/jXk/hO1vbaeTWHsJ5dDjhdb9sbUmgIwyA/xHOCMdCM1s+DNcmtr0kXjy6cJDCbeeTMkERJMcnuATtJGevbAqpI3wlb2c7PZnqlFFFZnthRRRQAUUUUAFFFFABSqpdgqjJJwKSr2lxb7reRkIM/jQ3ZGdSfJFyNAWkawRRHBVeT7msy5eWW6aNMiIcACtiU7QSfpWcG5lZiFTH4mueSPJUrttlZBa6RbSyAmS4lPzOeT7KP8KybzTLiUrdalOYYD0t0+/jtk9q2AkCSxzyIJDGd0ZPRT6/WuP8Xa0slvLGkp81jt+U8j61cU5OyFKSjqyC98R2FhN/Z1jCCGIVhH2B6kk9TXoMFxs01mlcGHy8Kqsoc44POME4wDivFLKz5jlIyW6nFd9pcZNrHknAx36V2QhyqxxVajm7s6O0YBcE4B7Vqm8tfs+ZZhGEXDRICFGSRjGcn1P1rGtuCPWmXiEy9QPfFaNXMSkdpuHkWONFz8ojBC49s81bt7tre4WZcKO5IBx26GoAscagk7m65NVZro7yEU8jqRTDc6KbVrWRXitRMsszEFg21h0wT255yKrX4VljgBJCjpWZpm83Bds56duK3ba0kuZy6gsVBI44HtSSsIhG6FVRGKt7HpTNR+SzSMDr2q28LLcmNvvqcHHIHrUkAjlvWjOGJG1UMe7J9c/wAOOuaYHK2w8qVlYEYOCMYNadocHJPTp9Kua6qm0immXbLv/wCWZGMtzlu/IHFZ0DBc5OcDIpLVDZl6hpJv5ZZ1uIUYN8oY8jHJz+HNRz7pfC8gIOVzx0PSrFxrEVqStyJH8s7oQmBj1APryeTUdtK11ptwZHLl/mLMck/WhAZ2g86fHEMBgMYznH49604x+5nJPAGK53wnJst7mFjkwyMuPxruNK0hLnTWlnlaOJ325x97g9Pxo2A5O2B848Yy1dfY6pDp9jcIf+PjAK7VOfxPTGfxrm7yJtNvxYBopLiTBXaSVU+jHsf59qqWl/KsziaWQAjdtdeA54YfTjj6fhS6DOhk1ObUrgNuJRFwp27ce2PzpI7k52zcZ6MP61UgmRIsrznsp4+v8q6OE2eoWcCBIioDBhIAjbgMFsA9BkenSlJJo1o150ZXiyiDnpRWNql6dHhkKuJJA5jjU5CtjuRV3Tbz7fpsFyQAzr8wXoGHBFYyjY9vDYuNbS1mXKKKKg7QooooAKKKKACo5/O8h/s4UzFSE3dM9s+1SVzfjS7ktdKsxFMYTLf26M4zkLvBPT6CmjKtPkg5HC+JrXVdP8WTQWE179slnikS9EjIOVIVTjgAHJ59xiujutYi8aW2q6Tp1r9i1y2jWVbgEAz+WQHCsMFeT37Gub1nxRqmieMtegCxy2c1yyyWsjFkZANq4PUHGDkdxS6Omr6DfxeLbey+1JKj+bboDlPMXjnuOh46VT7s8FPexgyWuu6trAkv4rye4h2iWWclSiKe7ngAc811/iXQjd3r63a6zb3VlDGIZ2e7G2WXH3Mg4wRjPrjpVvQdUv8Axta6vpusNBb6fEEknLAqeDyN3Y8bvr2qpZ+EPC0j22kXXidJ7iOSaYwWpC+YTjAJOQrALjAyaV3fXoC0MVLG3l0A6JGLa71C2WS4M7kJHaIxG/cxOMdMZyc9MGtbRNY0SCfSdHnkOo3Xl+X9u2h4reTP7tUVh8wUfxdMnvWFYrJqkd7pKh9M06JRI8MSgs7BuDKT80h6+w7Co9FvbX/SreHSlmEVvKzTRHfI0Xcnp27jH6U3sC3NT/hG77S9b+3eIiyaZb3DXM1+reY9ySfkQkHJZiMY4wM1Pc+Mdd1jUJbrSgkWl2ageRIFAkUZJ3Ej7xGcYxjiqFlPDd/DG+sIWvpZkv42jUspjYnoF5z93qOecYqTw/pN7deH7+0uQum2rSqgurlRHl242kNgt6cdM0PuwW9kWz4utLnw9qF7YaRpum6pAYlWXaHdlZiNyEjO71zx361B4RtbnxLrZ1LV2muLayxN5hkEaBlYElj0wByT14AqxqPhyHwr4ZuzC8Gp6jNMtvcfu2/0ZeTjZ65AyT3xV/whZ3OuaXeWV7BFFb3MQjjWBfLYL/EdvfPHHXIzSbSWg4pvcS9+Kd1d2+tJZQxQtHhrGYIzMV8zDOwPAO35h2Ga5d9VuvF+p20V/DHJcKhPmIAn3RnkAdPb1qa90PVPBWv21vLi4FwuV8pT+8QttIII4bgHFdFcaDp2mKPGFxOu61cSfZLZlzNPnKMc8gEkEg844ofKtLCV7XucrqB03S/EcKG1lia2cfaJIWwQf9lenA6jvXS+JR4hN+bzStTGoaXJArzP5iyWvAwwdTxjGOCOPrViaTwp4v8ADtxqV1Hc22pWEO2Vk5kbOSGKjhxnJ9RVLRvE2geHfDxsYdPuNUtbqT/T5J8QmMtgY2jOV2gkc84PShd+qB9b7GdDqvhXSL22uodOuLm6j+ZpLS6aOJDjqquDznPB4xTNStoNW1aS78Paes620P2m7sTHtwud3KjG7rg49uKdqraRpPiPVIpPD9rMIJVitbNjMBIpxhyytjBByB3yOtbmo+PdU0HW3gGkW8NnJDGos3jCTRADaUEi4OQRgZB7U7dgb3OUu76Rr+XU9Njay4FvbRQReWwVly3yjsRnnvniu40vxT/wi/hhrq8ju7/VEkhiuIpTsWJnUsuXwcnYB/Ks7x7MdJ8VDV7S/V7+7ULdwvAsgtFXaFB64JwTjg8HFWvC+nQeLtc8UPfRySabeeWxnicJ+8jYYI/u8ZOOwOKGl1Em7aHWjU7PXvCv9p2Nvi0aNlEUoA8sghSNo4IBz+fHWvFhc/2V4lM7xIkcc5LxLypibqB/slTXukx0nRtEi0axuLSBjbP9iSWUHfjqwP8AFyevc/SvGJbzUblLptcsGulQ+TNcrGqzQtndlWHDdeh4xxxUw0bKlqkevaJepd6eIwzGS2PkvuPJwAVb3DKVYHvmtMHNcR4IiENtY3cF99oguYDbSRvhWUxHKNjPYMVI+nau36UM9rDVOemr7hRRRSOgKKKKACiiigArc0qHZah8cuc1hGuqtlEcEY7BQP0qZbHFjZWgl3K9y20EGsyXYsO6bkddtXr19prldSvJp7tbWEbmboKzfZHBHuzO8WeKGsrTbDgzN8sY7L71y90hv9MS658zAYn1rU8bacogh8v5vLOGY9Se5qHw7bS3ll9mjTeQOVJ7cf412U4cqOSrPmfkXPDukxanpM0ylzNA5/dou4kEDH0HXJrpdNtybdFXG48Cud8PO9hPqekugBkwytnBGDg4rrLRNseOoxWqMWdBb6TbJGVlD+dsBILABSOvPTFY94oV9p2nHBIORWiuqzmDy1VEzxwONuMYxWbcHjgZ4oVySCwWOa+VZjH5Qz8rqSH7Y45zVnWbWKSxaVokt3jYKGZWJYKOFGBgE+prMLSRzpLG5RlYEMOxp813czosc0z7FXaR/eGc8+tFgJrFAiZIHI5rpdLmjW3eMuY+c5Dfe/Dt0rAs03AcYFaKjjb0z1NO10BNeThpXkBJzwoIAwPfFZM2Tk7sZ644q1ITI4iQEnHYc0l7ZTWoUTADdwMHqRQBjXTtIytIxcjCgk54HSkSYKnUf/Wp1yR25q1p9nDJYtPdRSneCi9CCD0IHUEGk3YFqcfqxywJHGa0tHYPZMqjOR0xUXiWCGC6ZYTHsJyqIxYp7HPetfwM6tb3AQK0gPQr0XkE57dSMUXtqVY43QQU17U7bIAabfn2PNd9b6iws5bKKBCArEt1I9P69PauL1MfZPiHeRQ4TzEXK+Xt2YHTHfp1rr7O2ke5zBGrK4JZF/g5ySKdrokydby9hI24tIw+93OOnPXj9KNO046pD5rttxHlnKnG70J7E9aveKtNlsym4q0cmBkMM5xk8fpmq+nXI09vmUNE4AcdwM8ke+OKl+RSIruyOnXSxM6yI5OwgjJHqR2pJBBbwtNIyxoFOT061Nq+qxPDAW2xJGvyocElueh64I61yWpX82oHHSNeVjBx+J/z/jUylZFRi2Jf30d9PvBdUiXABPbuT9a6HwravFpsly5b/SZN6K3ZBwOO2ev5VzekaU+q3ghIItUIaZx0P+yPrXoSqFUKoAUDAA7CsXfqetgaOvP0WwtFFFSeqFFFFABRRRQAVxXjqWZpLbZEWi0+JtQfKlg7KwREIH+02foK7TvXn+u6xcjxXq2nrdQ21k1kkU80pICOR8gz6ktjHbk9qaOTGytTt3MfS/Ct14q0yKa7vY4b5piRK7AsyMBhWUfmPxFbFjrNhp0Wi6Zd63ZfYLW4njlfypPMm2/KjDaDtTdke+3ODmuc8PeG9XttTiupy1tZWWy/a4jYPHJgZUKw4YkAjrxzVS91uwW8/tG10yOGd4x5CZKLAoyN5A4LHkjHTuaq3Tc8e/XYvtq8X/CGm3tofsVmdYC3zGbzJLobS4LAgHAI6Yx096oaf4eutU1sSaJKL5IJFuJrk4iRW35A56MfTrUDzWp0Oyjna3t9SN880skluzHyioKySde+7AxyDk1d1Ox12ASC0klltrkCRo7RfLjjT7ygoOBkYbNMlalDxFEE8Y3SWd1NeXTXLMWaPa28nJUY9OmeBxXUP4vm0OwFhBZ2+m6s8AlNzFbq6u/PynIJO4cZ6DjjvXLWmsxwabNaXKzyyyk7biGXDRA9ef4+nY+vNalh4D8QawsE8M0L2bjfFdvMduzP3gCN3UdKTXcafYytR1OHxHfLdX+yylSMKBbxDyzjrtQY2nOT7mul0O/huvDV7dnTJNX1XSHR7aS63OQHYjeVB5C46HPOKu3KfDy0E2k6kswvEkAnvLSNvlb69gM8jHJrS8Iaz4d0bXn8P6NZz3Et3JtGomXzFnwpIBGAVUDPbrnPrRurhqnY4Q6hdaHqB1e1vpLbVJS4uba4Vt6bxyxZuGBzkZ5HHWux1KTW9U+GlhfyFjqZmPzREI0kGCd21cANj2yRWV4n8UXen+OL1obWxm+zjyImntBvxt+8CeQQTwfQVk6t451zWNOtrGeSCCOBg4a1i8osw6E46Y56Y607NpC5knudPpfjqbwzo9hYa/ZS6hIW81XaQM0MPQDkcsOePTjNZ3iX4e6susS3elR/bbS+k81HUhTl/mwc8fT8qisfDd/4wtUuZmihfZ+68oAqVPJZ+cjJ9P8ACjXNT8XWGjwW95dQRWdoq2qzQuN0gxjnPPQc9On1qU9dNy3HvsW9KMXw8aSLxDFJPPe2++GziiDiPOQSxYjqOCB6HPY1T1WDwba2dnBaXN/tuwl1KgXIQYOEc+2ScLmuutodPXwLY3nixZrifUFSIq0mWcs3ynA5UhQMkdOKyv7c+Hsd/aWtzoV3Ktov2YXNyuRGqscZQNlhyecE0LVi2WhkXE8njGyksrEi007SohM95c7ljRVyMHaCR1478dq29O1Pw7PcWekWdxDPrJs1WDV7mMSRpdewYZ3ehPGQK5vxLLeLrK2HnSDw5NKDaRWOEheJjlSAOC2efmyeKYdL0vw7rEEOotNK+4SR3K/KqEHoy9fQ59fajRD1kx/hLS/7U8Qto95BKLdVabVVmfDM6McMDwQckD8Sea3WWHQfBHiJrICVppmRTFJlEWTK5Pc7U7H61U1zW9Qn8I3l1MTHqMV/HaTahAoQ3MBQugYjpz2H/wBatPwbocmgafPJrcSw2t/tEgkIKMMEqD7YJyRyKUn1CKWqOCggvtS0q1W3aItpokWNFbEgjY78/g24Ae9b3huS7vfDOqfZy1xf2gMiRMu4hWAAxnqSdwx7VcvfCU+j+IrC98Oia50a7iDCeF/MC9dyhup6AqTVnUNb0jwtFaaloItL25v5/MvGSVvlMfO0DqMsS3PcU5O+gQ0VzA0C9+36UlpAVGuWVylzYE8faFGd6E9N2PzHuK9jilSeFJY2DRuoZSDkEHpXn+o3XhS18R6L4htI54JZYWvFihjAjnk5wrZ4Vs5Bx7eua7Dw/dWd3o0EtgrpbEfIkhyyg/Ng/TdQ9TuwMmpOLNOiiipPUCiiigAooooAO9bsV2DGpHoKwqmhkO3YOo5FRO9ro5sTT5437Fy5fzw7bvlHWuVjuVh1kSkjawK5PQf5xWuvmAyDeQCD+dYkliTakt9/k5rKE7STOCULxcQ1Ge31S1mEbKyZIBx396y/DVwlrJc2kty0O4hwTjaMd/XNQR293LdC2gwmATvZwqrk8nPqf/1VW1OzuLK6CyqspAJLqQMj1/8ArV6KtJaHmSTi7M6CS4guPFIkjbJGYmJxzx2x1HArqreFlQMUO1hwSODXlkN+kcscqttKkHnjoa9rsrlb7w/HMjbojEPukDJ/qP51T0JMvb8o6UkdpNdswhXdtxuPpk4z+tLIwIwM5qawvobVpEmjUZUkOoy5P90GgRnXunzWbETleSQmGHOOpx1xWeMbwxOfWt7WbyHyRb2z52NgsUBBXqMN1/CsVVLNhieuRQgZv6PZi4tzJJKqL93B457H86kuk+yOyHPqueuPU+lGn3/2WDypFZ1U/KD0Uew9c1Rlla8neVwoyc7V4X609biLOnShL1ZDkDOA27byff0qxrVxELURxyiRmIY/KDx1HPb6VTxtUZ/WqV4+4YB70W6gUW/eb84H9KisdSlsZJQioVZgWyME8EYz6c5qUgjdu7/pWeQBOSTyfTqf60DRS1a4luz50zh3O0ZxgnHTNReG7ya3vJhG+1slfbBzmnXxXywMZ+bFVLGGe01kiWMxiVdy59On9KS3BhfWVxceL7Jow8ksoKZzk8dP0rvLCU2krq6KzRt0IyB6/jntXK3sptNX0u7U7Ct0i7yM4DfL/Wus1q9t7Wa4upnPkog3ELj6AAUNgkV/Ed4NQjjjii2RRkkl8ZHoc9fwrmrqcxWczxFGdUJBIyBgU5ri81t8hPItQchB1P1q4LJUhMeOoxXHVr20id1LDK15HERXLXT7pQXcnqTV2zsZdRma3tTxn55P4Yx359f1q/Z+CpWx9uu9qA/6uHksPdj/AEFdVbWsFlbrBbxrHGvRR/nk1S7s6qWDlJ+9ohLKyhsLVLeBcIv5k+pqxRRQepGKirIKKKKRQUUUUAFFFFAB/DXlfi2a3uZri2uZzErauy70UcBYh97Pu3B9DzXqleY+LLCHXb+/0/SYJG1Gxf7TMoA2y7xhsH1Hy1SPPx/wL1HR6tHdeC/DukWAdYbi/eznhblmVfmPzdslwfetPStK8OCSz026t4pNWs0mkhVw2PJWRgC3GDjGRu+tclp+oX3hG0nguLa2l8t1uNkqk7ZGIQEH2VWOP8K6G/uIIvEesWpSRZdSh8tLheAtuRvck9iOc+oIoaPLRzOuWF5r+uST2LW1158oiXyJAxQ4HL/njPOcUeKH1HSfF73Qie2Py+ThiUdVABHpjIIK9q1fCcVlcX2sahpKtbz2dvi2jV8NKGBBKr65A9gDzzVHS2vgslt4lnVtP27mttQmzJvUYBj53IQD1HB4GDQn36Da7GlpEXhHX7W+updFmiu7ZVmmgS4Yq6E/MybRzg/w4HHer2oXtp400ex03w/Nc2+o2sR2WW8xRyoD064JAAI/nVbw7qXgy21WaCzttTi+0A26S3Lq6SKQfvD+Dnjvnvisi4lHh7xGtxpNw1rbPHsFxbL5mAR84UscHp09MUuodDS0XTVsHml8X2LwyIc2817gFjjG0ZPzY685qoX/AOKj/t5IZZNO0zBNzC5Hnsv3FDdiSwHQ4A5BFWfEWqmRLTSVMWrsp84NNbBGwy55ZDy2BnIA44Oa29M1fw7q2nS+GtL0aQxu4mhWVSw3Z+Z856jPBPHPNFre8Pdcph6VLL4v1S5uNYs7V7ZkZBOx8oCQ42jzB0bv2GfrWrYeCvCYllVr+41K4ghecWccqq77ATsIH3gcfw89a5aTwl4naa4X+yrlzb/OwjA24zwyAH5h05FdR4S8J3lu0nibWhc288btJEJSVfP8Uj45wckYOMjJptW1uK/No0Q6Veapomn32q6xI+k2M9r5NpaWm0TRuxG1o1blcDOWY5OaqQ6+t74Sk0/T9Pu5rqzkNwt9eGGUM2cncGGM46AZNZNxqGo32qzpeXt2lpGruxhiG3y1yQdp4wR356iqt14kuri2FrbwW9pbDokUY3H3LevqRimk30DRbs1tR1d/Efhm21PUNTWfVtLuhGYSgUywyEFW443AqRn0rP1GLRby2nvbW4mS9cs7wzkKA2f4f7wP6GtzwYH17R9X0CUWgKwefbzzoo2PuGVY8ZU+5+XtWJYNazrc2b6Db3E6xu0LJLICHUchsHDrwTt49jim9yVsX9K0HXNf8Krpvk3EUMUxubBp4yIZcg70Ddj/ABDPHX1rIsks59SXTPEV1JFEj+ULqMiQwc8gnuv546109h8Sr6LSfJns7eUQuAvkQ+WhjIxtYDgdAB3P4Vzem6Ta6teyXMUscVtHN5k1tMDlIyc/eHBGeO1LXVspK6VtzpPF2jaZp8F+un3sii5tYDcWbptLkPhbgEfKVyPmxggnPAOKq+F47rVdK8ZafPerMPKUK7sSqyqcBweykDBOOcCsHWNQW4vXawuvNt5T5y5BUxttw6YP8LADjoeO9E3i++02xax0ny7W1uoNzjaGb5hg4Y/7p5/2jTSbRLaTOj8PeJr3wHp9vZXlqksN1eO7jeQ0KcK23sSeG9MfWsvX/Aeq2XiCW20+zkvLSVy0EqDA2k8A59zjNZmnadqHibTvs0WCbNT5UjZJYn+EnPAAHB7cV0L+PvE1pq9rLPb/AGXaUQRujfPjCk89eueBycVOqem42k99jSt9H03W9E0zRTqlmdc01pJrgKT0U8qSRg4AGW7Yre8EAQaJ9ld0e4jO+Qo2VIYnbj2wMA98Vn6r8M5pr6S4065gWW5gnEqqSqlm+6/sp5DDsenWn+DdLHhvVtR0W4uRcah5Uc8pjU+WiYwqgnknkn06ULVHVhHaqrnaUUUVJ7QUUUUAFFFFABSgkEEdRSUUATmMSJuUdf0qF7cGBl71LbybH2t91uvtUxXbIQehrmnHlZ5tWPJK3Q4rVbInJBIYcj61zE2vSm7eG+t9jINm5FHzDsTjrXo+q2eAWA61w+saWZT5sajzE6Z7+1b0Z8rszkr0+dXQ63sEvRDbRYMbjGeOmK7Dwy8tvavYGTctswRcd16g/hyPwrz3StQW1uQjKG2uCYZP88iu10vV7b+04ZDF5YnGyR1woDE8cemcfrXbe559rHUTERuWOdp64qKVcsCByO9XvKEkypIBgna3zY/XtVu9soTaGSJQnl4BYnhhjHGOOtAmYLKZFBOM+gqFU2kH5sZ61ZcYTGepwa3NPjhaxXZFHK5GyX5TkKT0J/ChuwjIkkGFCg4YcmpLKJnIUAZyAPxqbUrcRXpAzyN20R7VHpj1FJG4gIYgPj+FuhpgSXlnPbxGVyAoAz2wT2/SstlyrNjt1Nb76hb/AGaSRZG85wASFBwSOoU+nSsOcJHajc2SPQUK/UCfRo4Y4pJpFjd1cFPnG48fdC9xiqGvWMMUUE8YWFWUIIiDuc9z0xVe11DFwZbWeFJFQvlzjKk7eM9eoptxqF1qSPFcOFEEas0cfIJAxnnvj0pNajRhXhxGTIyqueCT/kms271cXWtWrRKyIihS0zFmA/zzzWoQi6s8TKDxuQnkggj+hrF1u18ny7tCQsUm2U/7LHGT9M0dRmjqSyapp1xHy2zBRl4xjv78j9Kv20reINOt7GEZLbWuGzwgHOPqSKj0Wwla6ubBmBbzGHmRruGG+YNgdRzWh4XtY9O1TUrSNtyeYJFP+8Of1zWVeVo6GtCN5ehuQ6YlvCqrjgVXuIdo6Vsg5FU7uLPIrgktD0IvUpA5APqM0tNThcehxTq6Iu6TPWg7xTCiiimUFFFFABRRRQAUUUUAH8NePa/cJp3jC4uYmZZzcXbu8Z+bb5e0D6Z5r2E9K8x8RNbQyai1vayPqMt4Yo2lGQ6O6iQKP7vCru9c1UTz8frBepP4J0vTW0Uyaw0dxdSeVdGO5OfLRSUjOT2JzxWpDaWuo+MP9MnGLu3nsoYyDufjLkD2GP19K841u7udSTVWgkV4PtEamPuI4lYLj/ZHPFT6dqdy2seG3muWHkqjRzEZILsclvUbhg+1Nx6nl81nY6rw94e0/wAJ+IJtW1fVLU6fbO1tbuHJkd2HUhfu4GeD1qPxfpmjXmpWt9Z3V/d3WsYmiMMQYOg43AHGBxjBIIKntWFrWh3Gj6zr0csbmzVGcSAkqWJBj59QSfoM1s2mjpqXhXTri6kls73T43WPyV/eTREllyf4SOcex7Ur9WylHokTaNpng+wN9NLf3eoXlnbymSymh8hX4wwU4O4gZ71s+Hb7wXqOjS6FBZy2xu33yW1wxLSEf885M8EAZA68dDXL+Bkgv1vbOPTzJehDcNcFi37oYGzb2OTnPc1a/wCEej8FTW2s6xdwXBjZnsrKMMGuHUfKzHoqjIJ+mKN20xfZuiprmmW2keILuySK4sNHnxHHdyI0rSqFBJVschieR2GPStC40qytfBF5d+HrmWd59huZfNCHyFJ3JggHGeoHXjNUNV1LUfFgSHUnEV7EqmxswpRHRvvElskscDGTyK3n0LWpPAj2GoxFbthvRZFBYKh+RDx1/HIzRJ2sOKvc5fS7G40ia11m6vGt47WSNojBmUkZzt4OAp6H69K9K1PWLTxh4I1U6Rdyi5jgMjwwf6zj+Ag8lWHFeLGSaFJLVjJGu7c8LZGGHcr61r+Fn1Kx8Q2V7YRSBkblyjbGQ8EMcdD09jg1TXVsi99EjsPhql3cp9mu7WWS0iwYA8eQRnBQg/w59enNbcvwu0L+1TdGS68hixNsZAFLEk8MBkL22/rXHx+Jtf1Tw74oee9kSSARfu0jAMaNIVcbh83AGOTnrk1t/Coay9nd/aGlOjKNtukrcGTPzBc87cE57Zx71Nmru5V07Id4x8PWp0eBbJLOwit0acQR42ydhubucdD3Jrh9J1m/0Yl7K4ZUcfPCwyjj0IPf36ivR/F9vaXU01ncXttbmcokcckvz5P3CF/hG4Z9AB715feadf6fEs1xAI42coHDBlZh1wRRSd00x1FazR1OsaPFq3h7TrvTY4o7mfc6wLhDIBncvozAgkZ9/WuX0u5vfDmqLfvbumxCpjlQhZs9EJHY9c+1asl95vw8TZO8E9reeVtQ48xfvKRjoRk/lTbVJ/G+ni2aVP7VsVJjdjjzoj1yB1I9QM0RulZ7BKzd1uVdJ0G68QarBeaVDDFB5weVfN/49iDk5zztPUdeD7VNcaPpPiPxJq9zbXD29jG6yiQBQioy8jacEDfnBHrW3Z6Vq/hTwpqCQzW66leXttCwQ7/LRsr16E5J/WpfH3hS6ax02bRLeWR7SI2bQwjLGIjg479x+NUnfZjjSbg522KOmiHwzdXllpt2mY9M+0XWo3cW6OOSQL5ahVzxg475Jzjipr/WfDMKeGtWurh9Uls1KTRWkoQiUYYuyOA2M4IPQ4ArI1e5nj0Xw9pEiW+64tU82SdduSpIUEr82VBxk+lY17f6T/ZjWFlBJ5bMGlnkQFifUE84HPHHFFluTra1zoPGt7qWuazqVzB5728dz5CLCWAEIQFS2D33EnPf6VqeCtYN9rllc3VyZLu4tJLKXPVvJKtGx9yhI/CsF7PWoPFWoWdjdpPdH5GhdwpuQFU4CnAJwARz24Nb2i6VYaH4fsdaa8jup/tMcrLA6uluxYRthgeRtfDD1AIo2RdGXLUUj0mijpxRUH0AUUUUgCiiigAooooAKuQP5ybT99Rx7iqdKrFGDKcEUpR5lYzq01ONi5cR+fCcjkVy19a4c5HFdUsysA2OD1HpVK+tlkGQOK59meZZp2Z51qmjrN+8QbZF6MKz7S9uLc/Z58NzwH6H6Gu2ubXBIxXOalpwckhfrW0KjWxnOmmegeH9Q/tDRklcFXiPluCcnjofyrSN3MluYvM/dEYx6D0/WuY8Nafdx+EZbk5CgSvv+mAv16Gn2UZvdHt+WMnkNIzA5x1rui7q7POmkpNI2mkiGUaRQeuKItSED7YJsMGBwpzkj2FZGhL9uhjk2H/VsH2jqRjP8qsWIEms6gpGMyJu9wFBpkGm07SyZYsxJqjdakREzRQ7m3FBk9WC7sfl/Onwl7jVBCgZmMZbA7DnNRT2Zty6OVJiufn9/wB3g4/SmBWh1NriEPjbmJJgMdQcgjPqCP1q3ABPam6eILKE2gZztJ61Q8M6VeT6bbTFR8iGNcn7ykk7vTHFdBY2qmERFflkfkBgpIx6mgDibvZBqqx/wylh64z1/XBrV0dGn1KaLAaSQ7doPXvR4stba3WGWCLy5IpkXcc/PwcY7Z9ai0m4MWsCZQpwAcMMgn6VKdxtFfxLpkul3lpeGXzE89o2IB4BUdfTnj8DU0Udvdafe2E7Msd5F5ecgKvB+Y/TjGKn8Y39rPpbRwwsr/aBIS454IAPsTk8VnWzb7dcnnaOlJeYzF8K6sLfV4Y8uZPLxMm4rudGwQCOxFdJbair+LIysIiE0G1sdC4OTj864DVg+j+K4bpeI5XEgPbnhv6GupuZlgvLG9T7qyqc+zcVnVjeJpRlaZ6BHJ85UmrEqbo6ooS2CvQjOa01X9xj2rgXY733MJ1KTMtFPvPkmU++DTK1pPSx6OGleFgooorQ6QooooAKKKKACiiigAHLD615haanIPiBpf8AaA3x3P7rymTJWJ2LqR6fOP0r0ueUQW8sxBIjQvgd8DNeQ69r8N1cTa1aIi3ltKsNvMOi4x8wH4kZPpVI83MH8KIh4evtN1u7t794oUupmWIk4WUbiflz7Hge1SeHLPSmc2810jXelTMsEjDCEtkpn1CyDr70nigal4h8DaHrc5aWaMyRyBV6/NgPgdztGfpmuRsNPk2TS3SyxQuQu/HI77sdwOtXFXWrPMb1Wh3LeOtcXRdUgv7SCTUBLHIZWgUCNH4YkDqC23B96paZeav4s1K2srdVitUZWuWVgF2k4ZnY9jzx7963rXXdIs/D+n3mqaSl1M8EtvKIlB8wxkFgd3BByH/UelZ/iPXbbxf4chTR42tZrZi1zpiqoDxAcMMYDhT27elTbyHdrS4Xfiyw8NXWqad4YsI4FYG3+3eeXLY6soxxznHPbNXPDuoSeMdDu9A1SUS3KJutb+c7mU54VmPU54/vYbviub0nSbO80VtQ8uRJ7UlGBfakjjlSSfuntjir1rq+n6zpt1YT2sNlK6hzt+Vdy/xgjuDjg9uKTa2RUYvds2NE0S48O+IDrPiWTFnYRDyJzKXWWQ8Iq92AG75ap6r411zVNbRdDurmO3hTbDDCoPmAcksCPn59e1XLBr/W/hTqlq91DdzWU/mKgkDSKinJz3weSCfzrD8EyW41O4DP/pDxbYV2j5h1OD6+3en0bfQS1aR1ul+JPDfiOe3sdZ0cf2izBd9zykkh4ZFI5Xn7objPGRWDq3ja5inubCz06K0t4WaKAOp82LBx8wPGeOmMVz9k95feKoWsA5vnvA8Q2/MrBs8jtgDn6Gtm58NvP4qvftF3DJAJ2kkLzAyMGOcEDoTnrSaitwTk9InXeAbOPQNH1PX9TvoEiu0SQtj7seSQSPUkkYx+dbuqePdF06zsLwTyXEN6SsTQKDhVOGYg4wFPGOtcR8QdSFnYWWhWtt5MTxJLO7fecoSFjHoq5z9SK5g6df6h4ftJFmhkhshPiLeMxqSHJ9yfShJNXkDunZI2fF1oPEPiBbrTZfOScCMrIRmNRyGJ9CCT9RWTMuqaLbNbFFvNNlGfLdC0Zwckqp5VuOo7VP4Dto7rW5l34cQFlX/ZByzE9toHf1rN1nWL4eIzKzOjWNwfJjYfcw3cepA5+tCTT5Qbjy36nYX7eFrPw9Bp14/2czhn3CBi0WOnTqwznPQ4I4rgrzT77R9XihVyZ1dXtriE/LICRtdGHbp9OhrrPGtna6rBaazplyiaNHGI/NZWyGY8gJ168Y9qzNJ8U3FrNaadpdvvsUIUpJEHkctgYH935iDx3NOF0gm05HXeGpX1Px3rv2pmMcDrJFbsmFVwfvgdAc5x9c10/iiyN94du40leKSNRPHIjYZWQ7gQe3Sud+HNtcLHq1xchg5uTHznBIJLHn3wPwrt5YkmjeKQZR1KsPUHg0tmerhqadCz63PJNNup7nxVp32+KOe3vLJJYtsX+qU7hn6k7gSOuRU4+GUzXkkz3CR6TIzPCI8tK6YLbMH7uMYyT71FFrGv+FYbfSGkCWlhqDQGYxhmaFjkDJ/h5JBHc12fgm71TUfBHmXqsHgSSC1lA5mjz9488/xDd7ZoleN2jy0rtRluecX2r/2v4oiufEsJtTEqwyi1hAZQvA3AnLcHGQc4xiqV/a3GhxwiO5MltOWlj8v7kicDn1JAH6d6s+LLC9tdcmkulkYSfMjn5gAONuRx8vp2q6l1aP4R0cajbtPZJNLbPIh+e3bO7I75w3ToR7iqvomTbVpnsNpOtzZwTr92WNXHOeoBqaud8FylvD/2YuH+yzPCrA5DJnchB9CrLXRCoZ9BSlzwTCiiikaBRRRQAUUUUAFFFFADkcqfY9ae0mVKmoqX7wwfwrOpC+qOevS5lzLcpXSK2fWsS7j+U5HNdDKjdxWbcRBnAxnJArOD6HE9jdvbyDTPAQjE4ikW2K7QMbmKHGfx/pUfg1NmiN+73utqi7W6Y75PbrXPePHIMVuOAQoI9a0NEuJIdEMiuQ+zaOevFeklpZHkN63NXwsypq91GgwTcOMOoUdOQB6daVERvEWpSL5nzSYbeB94AZ6dqxvChdY3YOQxcnOeemDzWzYxiBJz/tE5PJ607EkGk3Edt4iBl2/MpUSMxGznrVzWtslvM6Y/eNnIGM8da59nzqykAc5HNbl+d1gvP8NMRm+FdTso9PEcsgjeEvmKMYH3sdD94961ZZftFsXXJ3A9sZ98Vw2nAxXtymMFZWI/E129iN1iQDnA9OlCVhs5fxJqVzdwrDK4IEocYGOgx/Sk0g9ZP4iQDTNfj/f9D1yfY1p+G9Ot7iyWWa4XaWxheqnIyD9RnFTe24zP1qMy2kwGMkHHvVjw/pM2o6es3mLEmQqsx4Y5wR7EdfepdWtWtmeOUr0z8rBsDtnHQ1D4Y1O1tbSS1uU2orb1dAd7HI4P0GaG+wHPeN9GkbTmco/m27eYhKkbl6Ej27/hVXS7oav4ZeLJ8+IY69x0NdjrN1DfX0rxglCNu4kkMPXB6fSvOrQN4f8AEr27ZFvMfl/3T/hRvoF7O56x4cvBqGj2sw5LIM+xHBrfIxFXF+DnMEt3Zn7qy+Yg/wBlv/rg1238FedJcsrHop3SZhaiBg1Ejb0VvUA1Z1Bc5NUrU5gHsSKKT96x3YV62JqKKK3O4KKKKACiiigAooooAy/EUV9ceHr+DTovMu5ojFGpYLy3B5PsTXmmgeCobzTL7zfKe4gys0iS71i7rgrxn+ma3Nbv9Qn8azSyyyWejaVFsmdiVDmROSvHLcjHpt9651tQ8P6S0Gi2zarHa/aI7ia6ilUmYFQNuwfeTHQjnk8Grs9keLiqqnVv0WhHY6/rto+l+HBaxqIX8pA3/LQbid3pjrz6ZrO13R9Wi1W7u0iffIgI2chd3BA9AAPwzWyuv2kT63rFhYFr/wC0JaW8sp3RIj5A2qQCvC5wfWsiz1XUJfEdvpl5cTS2k032do5M87vlLeuckmqSadzleugxbLVLXRNOvbhZRpk0jGFiclCOjY7A84z1GR0IqtHcJpl3Z6hpTSJeQSgtC4yQ3oB/EpGRz64NeweLrOJPC/lxYiS3aNUjH3SmdhQjuNpPHsD2ry2O4Gg3kdw9ilzd2xLxebuUqEbCs2PvKVPHuuaadzSvR9lKw3ULfUdFu2vod5sbwmRWIzG6tyUcf3hkqQeRjiuw8HeF9Bnh/tmW/WW1ZHjksmTeFXHzhjwVx1B9uprE8W65H4va0TTxKbiN3Y22fvBgDkdiwwQfwqGzTVPD/hZ9QsnkhnkkjedWXpGSVwVP8J4B/Kpe3mQt9Ni7e6dZeEbSW7t9Rh1nT9XiktYfIkaMhMgkuw4JGMY7+1ReGrLQknGszX87RWkRlmsVizKpwQPmyAR3yB+Vc+NSSO5lSKFk0u4l8xrRuRtOMhT2I5AI54FdB4S1LTdP8aWCWVvK0N262shmYMAHbspH06+9DT1FFo7Ow8TeHrawsNWurCO0Oos8cbuoEoRCAX3jnaePmPcHqK4ZPB+rSa0Yry2lihkdpGnDBvMUtkEEHnPr71Lqt3J4u8QX9rcm1s57UutqXXy1EaHaIm7DPUH1471sfDnxNq934jsNEnuibBrdrcRhceWVU7WDDlTngnoanlaTsPmV1c6zxB4Si8T6RHI0vlzxKZY7lACNoT7jA854H5Zrz34fvdXF3LDbgsmFlIVc5/vKPfHP/Aav+HPFGoxfEKC3+2ubF7h7V45H3L5YY5b/AHsjO7+lbnxEa1t/DUF9oXlqk95ukurRxjuCAVPXcOaVmo8rGpLm5ijeQaD4D1tYZjcT3l64aWReVhgLZ2jp95hyeuBxVrxz4V0vVNXtpIb23sdSvHBlaViVddpOQB/EQPxxXnCTXPiLXrVdQmluJbmWOB3/AIiCcfnzXTeNdOntvFiXMgeeCzghV5lGDI69EGO5O0fTJp2s1qTfmT0NG/1Lw3d+DbfTbCFrtbeZbWDzgIVkk2kmQ+oAySe24daydD1mwsLrT4dJ05bdJFma+uJW8xnjQHDhscKCCcY9Kp32kMvh/RNIaEvqtzdSMkKkbV3lck45OAuPQDNa97p1mfF0djK4VBGj3jpwoix8scYHAXO31yzAdqtW6BZ3O08GBv8AhGbdpMGRiS7YxuPcn3zW+OlQWNqLKxhthj92uCQMAnv+tWKzZ79GPLTSPJ/invXW7OGR2WzuINzbBzuUkEn1wCK6rUfHGjTR3WhpJPDHPYo0N0oATDJwMHB4U5qn8UbFZfDsV+Itz2su0tn7qP8AKT787fzrza4sRPolvqMLSuUCwzhyCFI4B68D7oxVWTSueRiVKNWX3mhaWur6Na+dsW4s5A8clpvJEsRI3MF/hBIHzDkVu2HhvTtS8DBrfURbzS3G+BLmVVBlCkFWJwBwCM+2fWotSWeD4dabeWIkNvcII53JyVX7pz6AuCM57UtobfxR4GfTUMb6/bSq0cDcGeJf4h2LYJB9cAn1pe89TH3U7LsdH8O7t4rC50W8iMN9ZTFWRlw23gjPrjOM+mMV29eY+FLqPTr61h1GcnVUbyCm7dshB2hHP95dwx6DjtXpvehnrYKblTs+gtFFFSdgUUUUAFFFFABRRRQAUUUUAO+8uCMn+dVVtS9/AmMqXBqxVqz+acEjleQahU7zTRw4qnywc4nL65arqfiZ45HZYYuWZRnHIq4LcWFvLbB8qo+8R2PNZD38cGuTzzIZI3cg4PPtWg162oF5G3KDjCls4GOn0ruV7ngGv4RsGmjlG/acEg4rVt7MSmZGcrjLMccfTPaoPD06WefMyUZegPccippdQNq8kyhmSQH5GbGSemfXFGojI1LS1sr6K4gZ5IndvmxwuT8oz64robKKE2AlkiWVgdoHUgEYOR/WuX1HUhf6jGsUQjjjPynoSOMAjpxzW5HfzWVopjI5GSrDr2os2g0uchqNvHaeKLmOIIqHaQqNnbxjnPfiuw8MSESOgKlivyg9+c1w95NNProlnYu5UKWOOcV0ulM29SCVPsadtAuU/GEEcF4+xSq4zy27J7nP49Kp6BrbWkSwTq00SEeUnGFGcnj1xVzxQ3mYByzc59STXNQBo5FzmlbUOhv6ndG78yZgoZyMgLjI6fma521OyZhnvzW3Id1tg9Mc+9M0/R4bi03rNmdlYoisACcjGc9Mc5pN2Y1sQM2UCjoepNY+vaK2q2e+3Ki4hBdFJwXx1A9TjtW06GMsjEblO04ORn29aW3upbV2MTBW27c7QeO4Ge9DAg8IXXnQ2V7HuIINvOccK/VRn3A/WvR4zujrxO2uxpfim6hizHayziRVJ+7zkf1Fez2b74QQeozXJiI+9fuddCV427FK/XrWXbHCyL6NWtqA45rItziaRfbNYR0mj0MM7TRZoooroPSCiiigAooooAKrX94mn6fcXkhwkEbSE/QVZrC8YBpPCOoxJnfLF5S49WIH5U0Z1ZcsGzhdUuLnV9HsPD9tdqRHZRXjvIxLSM7k7Wx6Ag475FcedWeymeG2sUh8tmVTIWMiHvjP3eRnFdpYa94ctZP+Ege3urV2K2gQRCQSGNVBYdgMBSfQmtS58EaHrN2dWVbow3eJgsMgRGyMlxnJOep96rmUfi2PAs5LTc4SS3b/AIRexe3vXVtRvHeeKVgiebGdoIb/AIGDz7+ldP4T8N3+reILfWNX2p9iYqYcjcXTgFgOnPOPb3rmNQuWF7baFqGLXS7O4ZoljjDNGr9CT1bIxmtvwLHPoev6je3UpTTYImS4nD/IznDKMHl2x6cjNX0uOjZVFzbHU/EC/ntZdJ8lVkSOV53jYcMQNqA/ix49a5Lxjciy8XRZXJNuILqMj5XQnBH+ehFdpoc0XiK5Gr6iYfncHTrVzzEiNjzMHqWJH6V514qvrfWbi61S0Gz7NL5ToxyXUsdkmfTjBHQZHrULexeIqc83JFPV7SXR/EjRxIT5cytb46MARgA/X5fX1qfxJNaz6ib7Trt5IZEEUqktmN8cpz1Xrj1xWld3bX2q6jpAKv8AaUEtm5A/dSGMMV/EZH15qLwDZvdeLE025ib7LJG/2uGRONqqSMgjghsY/Gmn1e5k10WzL/gHwtZ+J1kXUPO8qGQmIxybSwxkp9M46c9a2NL+F97ZeLLVrm/tzYwyCdXV9s0m05ChO3OATnFV/E3i+1vNLj0zwvP9nEEofZDGY2cAf8sz14P8Iwa53Vb/AF+78KQQ6rN5sMNwJIfPybkbgQPmPO3OevPT2pK76g0uivY9G+JNnoT6SzX0sdrNNcq4ljiDsXAIIIHJ+U5OemOxpvg7TPDnhmTULu21+O5lS2UzOxVdseN25QDnacjjkgjmub8ey3F14N8LTeetxGbcTSyYw7uyhd5/IjPXPWvOwFznH0OKIxurXE5Wex3l7e2Nz4f1XVbK38uW5jEUjhQuxwwBAx/eBJ9+9bngDTbfVPhzqdldlRDLesqA9N2xcD25xyPSuW8IeHZdaVmkJltSWT7MJSu493PoB6jn8BVbWIdc8NW0+npcSLpRmZkljIAkLD1HPRen19anTWKZbbspNG9rllafDuOwvtHUXd9NulS8uFEghQDAAA4BO4/lUWreOb+8uLPSbTToprhYljkVU5muSMkKB0UEkY789K6uPQ9IXwrYQ+Ir0xTGKCec3MgXDoSQCDzzyvvjiub8c3enWek2c3huNQdbeWaa7jUmWUE4K7jyu4k5UY6ULXRiemxg6jfz2Ez6XaCG41iWNor2/UlmV3+/DGR8qqo+UsPfFbK2cN94o062s52aK6htLmWUDGUiGEUDsDsLflWHcS2vhvUry1to/wB29qWZ/vMrYOFwegBOPXnNdb4GsY5dbvbuAv8AZLOOK0iL8FmWIA5+mW/OrvoXRg5VFE9BoooqD6AiuFRoJFkhEyFTmMgHeMdMH1rynR7a20LSLnVL21+36BPKVXayq7Kxxt2k5DKRz6Yr1snFeWX0ukad4q17w/qsM0VlqSQtbyxR7hbtktu2+hZjyM1SV1Y83HJpKfyJtD8fWN3rs+k6jptrFol9ttYkKbVijHCA4OMep4IJzUlhb+FvDPi+/wBSOoS+XYMVTTjAWcBgAWDH7yjPUc8jPFZA8Ey+H5bbV9R1WyGmx3KqZo42lDHPKkL079f8K1dX8Pprt8fE2iS2Nxp8KhDbwvjcyLgLhsbcjjFD5b6bHnK/XcLuw8PXni6DVbXU54IriD+0pGlj4b5ug5+U/KxIPYGvSgwb5lIIPIIOQa8ej03ZbaJDf7/tX72zEURG3bhmjLHuVZiPpXpPhSC6tfC2n216pW4hhCOpYErjoOPbFJnoYCVpSizZoooqT0wooooAKKKKACiiigAooooAK0dLtPOiuJOfkXjHc+lZ3etjRrlIlkhygdl3ZY9PargtTizCfLRa7nmGojbdSAgg7+9amnruRVODnpVPXZVudYuZV8wbpMHeRnI69O1dV4PhjaCSYqskqkAIV5Xngg10Xsj58s2ihUA9uaNTH+hhselXbmJI9RdYtm3uqggL7U3V0U6ZbDgZQ5GO2fWmScnb/wDH4Oc10dypFkhYYHasCFVF4ucbc8112vbfsNq6fcMeF3Yzj3x+FMDg3hkudb2wxs5wTtVcmuttrKe0KNIuFIADdiSAf5GsXRXig8Qq8qrycK7SFRH78dfpXX3dzF9miQSRyyEhhvXlVPII/LFK7A5LXyxds/hTbvTrZdPJVWgnhVXLS8cHqOOp7D8Kfrx4Gep6/wCFZJ1icWH2IBQjfKz92GTkHPXqPyqZblLYtYLQZ9uvpTbDW1s0kheEySICI2IBCj0I9OuaQHNqBn5scelZbA+dz1z6USQItmQMzuFAyScKMAewoIwcjH+FRb9gG4/QV0droUEtvGZp90knzKImzuXH3frnFFxnnmuafJLrFq0QO9xjKjJ45/lXqnhi5NzpFs5OW2YJ9xx/SuB1+2ktFV5ERpbZwWAbIyO2RXUeA7yK4s5oos4ilxz7gE/rmsK6vFM2oP3mjoNQ+6axYhi6z6g1uagPlrCmbysyAZKZOPWuJ6NM9GlKzTLeKKqaffRalbRTQB/3i52lTke1W+ldR6UJxnrF3CiiigsKKKKAE75rzf4g+JLj+17XQ9MuNkv/AC3Kjd8z8KpHsOfxFehXl0ljZT3cv+rhjaRuccAZrgdD8M2+oay2tXUhuZLtGuocnIKE/wB1f4gMgHuV4p3S1ZwY2b5VBdfyEs/hq954Vsba9vzaXUMkk2UAdAXI4PrwBzXRXNvpvh/wqmn21+qxQx7FknkCk5PzZbHQ5xj6V57qN9r3h/xrBafbblYoH22ykkpJAzEjK8ZB5680ar4w1C6gv9F8RQLcrO4eGWBAskIz8oA7jpwee1Di5bs8tSUXc5jXln/tSd5H85JSDHIrblYHoFbvXX3NrDEkaahci4eaaWW4hgBC24RAHbPfGAoPc/SsBnttJ0Q6eIcapNKTdlh/qYxjai+hY5LY5wMV2nh6XTLvS3a7g3y3dhdPLGiAF1jYkomOgIIx+fatJaImLu33OR1HXb97qz1SOKJIzgW8ca/JEqZCR/Uct9Tn0rSfSIbLWtPitsAyjbdW5O5njyCWYHjgnOPYelWNJ8NTXHh7R5p2VLdLrz5c8SNnG2NPViePzPaiWRdI+L7HUEYwm42YUcFXTC4/2QSPyqL32Kty7+RR8VrbR6tHruhzhY1mETmPIeCdPu5B6bguR1BwfpXV2/j8WmkaLqt3a7vOaSK4EMePnQncc+hBU7fr2Fczp+mppeparF4iliispcieESBnJ3ZWRVHIZSRj/e9M1d1rTNEPw/im0u6muIYZWnQnAkiZtoKSDp37envTdmkgSabZXufDV9FrVtruk2Ql0e4lFxFIj/LGp+8HJ6Yyeeh7VZ8S3CeIbiDTtGK3CTEfaGgPmFEU8MT24yefTFSWevX8PhAPf2lnNpgszaQJFdbJEB4+ZcENu+YY65GeK0/DOiaHb+GNQmW9uC2pWKgg43wKSQFyO5OM+3NJ6O76DV7WXUw9I1q817xRY2NlCo0yPCpa4+RlVMAk4+UvtHHTJxW3L8OtFjjudQvL+e0tY1a5aJMFolX70eCOnQA9ea89tNZuNPkIsGaG2Mqu0Yf5pNp4DN17dsdeK63w1eXUtnq+o662dEvITCVmlIRn8xSAo+9gcjI/Wm007omLTVnuW/Ces3jwazcaDptrBbWkC/YoriReJmbnc5wGbZu4yBwK0ry30tNd8K2WvTXDXDRi5KQIrwzTNzu3g/dBGAACDx2zXK6xfyeM5Lay0l1jtLUE/ZJIxGkeTjzOODxjOefzpmm20um+JoLzTrd7xNGhLz+dIG2nDAEAH5RkjAGRmiyuN81tNinr2qah4lWfWJ4WK3M5fOBthjQEImfXkn361Ve/eLwhZQLGwYahLKk+fu4VMKPQ7jmrGh2es6jbW2jOph0+7dWE848tEGcEqxwCScgL61p+LILawisvDmh7mtZZGmeR23sHztIz2Hykn6Cne2hNr6oURaYNFm1K/eS51LVrZjGsRwm+PaeT1ySFJH4d69C8GQyx+FrOa4OZ7lfPkOMElu59z1P1rxy88+O9+yWr+ZHayr5LD5gMqAG9Md/rXvlnbCzs4LZSSIY1jye+Bik9Ed+BjeTl2JqKKKg9YTtXn/j6AX+p29k+lSXLGHdBMkuwAltu0nt8xHPPXGK9BrxjxDcrrXjCV7Sa5uDFeoGMZLLFCpUHC9sMM5qoo4MfK1NLuzpNL8PeHvCYfTfEGqwT6jONzIjsI7ZMYO8845OeRzgelZmq+AWh0Bbiw8RaZLp9oC0ztISGlJGSWXI6bQO/51mSW0Wuap4mawvYzLLcvPG0pK+dCHycd+cg/QVU0SZxpniDRpbtLe2kt/tDHPymSJxge+c4/Kmlqzynsrk8Os2OjLHeLcJrGsF2ZJ2DoloAu1cbh8xyc4xjAFemeEL1tS0f+0CpBuiJZD287AWTHp8y5/4FXlQewstB0y9eKK4uw7ZQkjKbjuBH94Z7+or0fwQkpN9LCSumlYkgjz8ocKd+B26qD7ikzqwd/aJnX0UUVJ7QUUUUAFFFFABRRRQAUUUUAJ3rm7ue4tdQnMjMqyZ49u1dLWZ41aKW8twg2use4psxwRwSe9a09zyszfuxRy0zM5Jx1ro9BvJ7Rd0Tn1IPQnGK58pl9ucDaK2tFJZAOK2PHZ1MTvKPMdizN1J70ahI5skQsTtHyr6VZtrK4mszLGgI7ZPWqtwjTBIVxuOFG44HNMk59FzOD3+lbkpMmngDoOntUF7pNxZwrO7DauN4PZiSMD16Vo6XbpdxiOQkIPmYgUX0A5WRcXa/lWxAQNrHpjHWk1vSkt54riDzHhcfeYcA5yAPwqASbYOGAx0zQgM/WJ90u0HJzWIVzMOAAfWuysYIGsTM8KSyyfKwR9x2EjqOx4rn9bgSDVHCEYB3FfL2hCew9RUN3ZVtCzZW4upI4DKkW/oz9PanavpEUEUlxbyAhG+cM4+XgcD1Oc/hVO11OS0uA8DFZAMbsDoeuKfr3iBLm0a3hgVFkfJ3AE9sHP8Ae4P505XBFKQqw3Jiujs/EMYtUaaENOqsFZUAVeAFGP51y8D5iycZI71Nb2l3fOIrO2klbOPkHA+vak/MYl2wuvO3KqiQk7EHAz2FT+AJBbazc2xPEqBh7kf/AFjXQ2HgS7nG6+nEYPVI+T+J6D8K37XwrpekxvNbQAXAGfNJy351nUacWi6ekkyK/GUIrDm5BzzW5fjK5FYswwDXnzPRhsW9BuElLwi3aPZgAkcHjtVnUbYxS+av3H6+xqTTABFuAGa03hW4haN+hH5V009jGnX9lVv06nN0U+aJoZWjcfMpxTKs9xNNXQUUUUijI13TLjXbePSredY4pnBvNr4k8jnO36nAzXnHimfVZfFkc2jrJHa2MUCWzxNhFReAz4wOSCSOmPrWV4p126vPFuozWtxLGufsi+U5XdGpxt49WBOKZfTahF4YgtpbOe3hBEMjyHqByOOoyfX0q7NWPBxFRVakn2Ox8c6Hb315F4pbUIXtI0jWcxSBlJU4Gz256Dn2rG1jSbSOXTNUj15TKsQkt40Bd3KtkEE/dHQ5OcdMVbGhtbfCAm4dEaeb7cN//LJCVAwOuSACfrU1n4a0SOJI/s99uAwk63W5mDcghSNvIy20du+anmUdWyFFyVkjidVjMrtcLy653D+8Op/Lk1o+A9WtNJ8VWs96Mwujwh2bCpv4yfbt+NXdb0JtOH2m0vYbqzL7Q+7ZIp7AqevTqMj6Vys1tkPJDnarYZMcxn/Ct01KOhzNOMjaOsarrl9baczloxqTXUcS9EYnnHsADgf412Fz4n8NXni86tqVtdLNp1yLWEJh1Zfmw7L1ODn8xXMfDu7sLbxJbvcRyG9ZjFbPkGNHYYBYdfXn3rTtPDUlt4stoGCSWUN4t3cXMrDEmMkKMc4Hf1JzWTsnZm0W5K6G+JfDD63421CDRLpLu9Db7mCVgjRngYBPBA6Yzxx+GhpPw91LENnfXkCaU0TvfiOUMYpucDjuMLz0GDXPWthe3Wr3NgNTtFSxuDevKhIZnL4+U43MQTz2AyaueE9Y1e78eXAt5JZo9Rlla9QAlTGMkyYHPy8EEc9u9GtrIXmzHv8ATb/R3XTNYgEX2UNcR24YM0xdto6H7pwPQ4yR1q1oksfhuNta1S0mmnnPlWtkxKCVQfnd26hBwoHUn2Fa3iTzrT4oz/ZJbbUry52iVJlASFiBmMHPUKBz74xmn+MBZax4psbGa7uIJEtghg2fKjsQyhScY3A55HB4p36DS0umTeGPDPhjxnFepbW1/p72s4dn84OZInzheeF6Hp09TV3xu0N258KaJ5H+ixJI8YbATYceXu7NyD/M1H8PfEWnWfiU6LBarbRXLmJJ1kLCZ1J2lsjIJAOD6/Wk0bw/qN38TNRvm0uW3tBcT5jK43A9MZ7HrnpzSl3HHexw+qm901xpLkxiBF8wxrs84kZ3E8Fhg4Gewqx4ZktbSz1ye8uTbwzabLaw4BzNKSpCrjrjAJ9M17FrngnRNV1aPVLyBpZkjCNEZiI5sABQfp0GMZz3rzL4ji3XVrWOCaEeTGYRbQKFjiUHqo9zn64pxknoS4NXkYt3Y6xbaXp811LL9mXN4v7wSLGWICsMHq2APb2puizRtZarBdXjwPPEqxOSTukJxt49R/KtHSJbOHwdcrqW4W9xdiJSudwULklcejYJHpms7V9Hmtr1LWwimuraRQ8EkQMnnbh146Htj2oTvows1Zo6PwRZPo7S3eqWkiRXVxHp8UMi/Mzlsk7T/CMcmvWu9cBm+XxP4S0e6jH2eOzjuMnkvMiHcc+oIx716B3qW7nrYBWgwoooqTvKmqzT2+k3c1sm+4WJjEucbnx8o/PFeSeHbCTw4+tvqt5BY6h/ZkiW9vLIGaVnwc8cduAeST+Neoa5cCGFA/8AqhmRwQMMBjC5J75/SvFfEd1De63NNChQ/dk54LjjK+2MD8KuOr5Tx8fK815D7KOxexkvI9R/s2+glXasm51lVgc7Nq5BB6g8YNdePCGiad4duNVm1s3EN1ZnzJI48j5mBRkHUfMuNrVhwW6a/wCGSyQRWs1hua4mjT5Zjt+UsOzEcEj0zWTp08+oXMelCa4a0uAI/KyMgD5h7ZBGab126HEtLX6mh4T0/S9UN5Hqk88cFrsuB5a9ecH6Dpn1r2LSdMi0nT47OPGFZnYgYyzMWP6n9K8r8K2Vrd6/ptjZSGVYZJJb1mQrvCAY49MnAHavYhzUs9PA07Jz+QUUUVJ6QUUUUAFFFFABRRRQAUUUUAITgZ9K5O+me5uwZHLE45PYeldYRkYrkpNqSDdn5WKtural1PIzP7Pz/Qq3C4YbTwelamhA/rWZITIyZ5C9a09GcJM8ee/WtTyT0S0urdNMXe8YZVKlCOGJ6ZHfpWRJN5Vysu1Djnay5UfhUZ5VB0qG9bdMVzgCnYk0L7VLVLaUwzMZJCQpKBhkY/hPQHmo9Ou/sqiUDcAoBTOM8VibN8nJGAea0IG3WswUZI4FCSQ7kGu6pHdSqIotkcedpz1HoR09awpb4lSqEc+lTanxCBkBgeRVGDTpbpf3SMTg4J6ZAzjPrgUgQ6HV7rTsiCTC7tzKVyCcEc/nVUy3F4xmlaSXYvU84UUySGS2nCyIQ+0NhuwIyK9L0Gyg1nwRbQ3UCojZDeWcFgGI5I5571Ldhnl0F4HLyyblRmKrgZ/l0rT03wzqPiJhPB5cVrkgyyH+QHJr0+10PTdPTyoLK3RB2WMYpINMgtbh5bYeSGOWROFJ+lQ5sfKY2keFtHgYxuzXMsZwS/C59hXUQxQwRhIY1RR2AxUaRorZAwanA4qLt7lO3QUknvUcpHkvk4+U9akxxUUyLJCyMMqRzSew1uYt0uYs+1Yc6nJFb1xny6xptock9DXHNHoQZf0psxfgK1Yp43cxhhuHasfSmAJWtGHT4Y7s3K8OetbwvyqxyVEuZ3GataedCJ0HzIPm9xWJ7V1oAIwehHIrm762+y3TIAdh5X6Voz0cBXuvZvpsVulZuu6xb6Fo81/cFtq4VQvVmPAA/wA9q0utc74rTSVtrW71eQtHby/ubYnieUgADH8RAPTpzzQjrxFT2dNtbnH6vZvdS2N14f8ACgkaW3juHvJQxVS3zDPIAAB+Zj3+lbGsx2mpWt/pI06aBLWP/SL+YDy2HUNGw+8M/jgCuIl1XUNVN3Ff3UVrZPKYjG58sx88bcD5sdCOmKimF3o+iTWltqq3FtNIm5YlyisMkFHzlTwcgYyOtVy306ni81tehl3N/ePbtbNqE1zbLwu7IG0dODyPp9Kv6J4kNpHFa3sj/Z4/9TOg3NGM52kd1PT2z3FYQkyxyODTHXDZXoa1cE1ZnPGpKLujptbvzqd7bwWuHQKoUhgd7HuT3wOM9ua1/FMNjpek6bpqt5s+NyyZ+4AMO3H3gzEYzyMH6VyWgana6ZrMM91AZrUB1dMZxuUjdjvjPTuM1Z1rUhq+sz3i7fLAEcYUEDaO4B6ZOT+NRyapdCvaaOXVmno2maNfxvayvLa6nNKvlFX/AHbLj+HPfIz+lbMHhzxFpr2yQ30LaaXBaa3w7oCT8xXr149K4cyhP3bbZYs7sHOM+o6EEeorrPDeu3LX1rbM0ksjOI4JGb505yULY+ZTjoaU4SWqKpVIvRmr4asvD+h35jvtRkutSv5lghAgZTGpbO5lOCNxwCT09xWX4nu2tdQ1TS9ItINGtrcCWeVGKz3XTbkg55Y5CDAHU9K2dZvJNW0S8F6dur6W6TW+8l5MjJYKf7u0L8vPzZz2rjG1LTdc8Ux6lrAeGCVg94kI3byBjavdd2MHPSlBdSpu2h1Gi+D5tSuLHXYoVh0yOFHETDdK0gGMsP4gWO4sOo965TxSJR4p1Lzd28zbgSeoIGCPb0re8Q/EG9uJo7bw7K1lZWuCnkrt3FRheoyEA42nuTXUX3/CIeIPD51rUJXkSAMskka+WVl2giIL19dvYjNHvJ3YaNWR5noRli1e3vIVz9jcXTdhiP5iM4NdVq3i3XLnwWtxc3oT+1byZVRF2mOCPGVD5yQWbHOTgdeabfeJBrVqNO8O6TOskyeUyH7yDhRgrxyDgk8CvT9K0DS9K0TS7W9trSaXToMiWVFbY5+Z2BPQZyc+1Dl1aEopaRZR8Lx6jY/D+2XWSY5o4m8sTsE8mPP7vcT90gHqeQMd68w8R6U+o3F1qljeWt7DDCrSmB9zD5ivC9ccdfbPcV3XjjxBaa/4Skt9JvVna4cfIqsPMCsMryOp/pXnM3h+90mW3lS/ignclSS5iwRywB7rjjJwD0qYvXm6ltPlt0JLqy1G38BWnm2jLbm9ecyMMFQyhV49CQf8mtHwX4nvLaRNFfyzbNDMI5Qu2WI7Swww6rkdCO/FS6v44nhvY4rGSzm0+OFUeEw5SUEHep3DIBzkgdwDXMtrlvaTyS6Ppy2bsCqytK0ropGCFJ4X8s+9Wk2tUZuSi9Gdx4P15L3U7GO/2SX7yy+U5THkx7Pug9snPH9a9K7V4J4L+0XHjDT2XLfvxvYnp3/Pive6U1bQ9bL5uUH6hRRVbUL6HTNPnvZziOFdx9/QficCpO6TSV2ee+NvF0ltO0enmImO4a2mEqBgdq5IIPBBLf8AjtcTqlvFJEmr2zfuLuZ1MR5aBxzsYjjpyPatHQFT7Jqmr3s6CMTEEuoYqxOSRngk54HpU/h3TYL/AFSdoiW0RpikgdfuNjKsE74Gcd8Aiquot+R4FRupLmfUmtdRXw/4M06XyRIuoXEkk8ecb1UlcH1BXt+NYuomHw/rcc+lzFiqpPDI65CBhkYz14yOenvWv41t9NuYLPU9DkV9PXNqyK4/dNyQCvVc4br1xV7QNL0fxHZaK1zHLHexO1sUDDZMI/myR1xgjj2PrQtNSdZPkXyOl8B+GpNIF9f3KoJbt8RBRjEXUHHbJPT2FdnTQCqAE5IGM+tOqW7nvUaapwUUFFFFI1CiiigAooooAKKKKACiiigBO9cpqaFLyePn5m4/nXWVXubOC6B8xPm/vDg1cJWZxY3DyrQXLujlI0CBic9gQKW0l+z3Ej4yAelVPEV9Fo+pG2TL5QMcnpmstvECLF9wAkc1unc8GcHCTi90enabOL0RYz2zitG+sIWtS1uAZFPzFnwOnPXrXkKeM7y2VRAVUKc4xnNT6h8RdTvbQQFlUdSVHfOcj0ou7kHoAifJAUY6cnirtld2FlaXpvby1gUxj77jIxk5rwu71vUbwkSXk+D2DkVjzszn52Lf7xzTvoFj0PVPGeipO3lTzXPJwY04P4ms5fiTNbWrw2VhtaRsmSSUn9BxXC7eakUfLSeozotU8aaxqaoGMEAXvDHhm9yepr134KavLqHhy+sbmUySWtxkFjk7XGf5g14G2B7mvS/ghqf2bxZeWLNhbu2JH+8hz/Imk1oB7qR69RxUTDnIqzKMSZ/vCoSOazZSGKPWn+Yu7ZkbvSgcVRj05Evjdb3Zye7HA/Cod1sUrdS8zVBcShYiM8twKkYhQWPQVlTz/PuY/h6VM5WRdOPMyveP0HpWFdyc4zjmta7k3Vh3GcnI71yNnfFaGnowIfrnkmuijPy1gaLypNb8Y4ropfCcVf42Sg9xWbraq0UT/wAQbH4VNLc3Ed4iLDmI/ecnpWfq10srrGhyFySfetL30NsJTk6sWjKubiK0tpbmdgsUSF3PoAMmvNZbbVfG+l6FLFLAxW6nuZofMHmIGkwhx2XapUfSuk8ca1pllpo07UGkP2wH5Ixk7Rzz7E4FZfhfwXM5mvr1fscd3IjJbYIl8hOVR+m1WwCR1wB0yad7I6cbPmmoLoHi3wbbXM8N7JNPHFDasHWFN8jybiQDk7VGOPU15fPPH5EEMUPlqiksN2S7E8sfQ4wMDpivSviFrLwyNZWUg3qoNxJG4wnbn0YggAdcc15TI+ZCfero3a1POrtJ6Dyyt97g+1GVAxu/Soyc4pRmtznFOwHKgg+pqWzmit7yOWaAzQAnfEr7Synrg9j6VCRSYPagLnVt4XGoQfbdCne9tmJxEVHmp/ssO7DuB9elaXhTTgkV7cXtpH5VlytwxZeG+V1PqoHXoQT71yWk6rcaRdieNmKEr5savt3gHI57H/8AUeDXaDxfpk0C3Ut2y3CjGcESkYICsv3T15I4P1ArnqKSVuh00nBvm2ZbvbiPTfDOuTLKrNehYfL3hmikzgc4HVcfgBxXA+akrAzxh2Axv6N+ff8AHNW9e1yG+uhHah3tlO4yMCjTORy5B6ewqhC6scxsrEdiOfyNVTjZamdaak9CUwscmCfk8EOxXI9OOK3vDXhubWIbpr27aCxjIZooXBa4ZQemeMLnljyM471zpITO44IGTmu9toGt7O0tJbe4NukCKrIyqHlf5mPOMgEg9c+mRxRUdlZBRjzMv2mj+HdIfztN1HUbDUFRwzoGk3oBu3AlSGBAPT0PNZup+HdZle7v7fV/tS6jFtme4UxM6FhhCeg5CjHHp7VkeI5L6y1NLZPtsSJGrFnLKXyoAboNuQOnFYwvpwc/bb1T0JE2Tjv1BqYxk1cuUop8rQ++0/UdFX/TYZoHDYUZ6E+3UflWb9ouLhggilkmc4Gckk+nNX5b6SRYw95dSGNdqmRtxA64GelXtFtra+ku2mgEsp2FZrh/kQknO4cZ3AY74NW/dV2QvelZGB9juuskZXP94j9aPs8S/wCtl3kfwR9PzroVggXxPFCNPR4ZQr/Z3h52lMgEA5B+hFbFtaWcolaS003yxtRG8lSj56kA/NntjPXvSlVUSo0XLYr/AA+Ak8UWgCqqIHYKO3yn869kryLwvCtv450xLVDCkqu7wlsmPCsCM+h6jr16167UTd9T18vVqbXmHSud8V67p2jRWceojdFcSHKgZztUsAR3BOB+NdD1NeW+PtDvtYvvttkY7jymKviQDy0AAA5OOu4n3NJJdTTG1HCnZbsm0i3TxZ4B1Wy02zNnJDKHjt/vRKwO44bruYdz6YHFZXw+a6uYtb0q0iTfdW4xclciBgSAD6ZyeevFXNVsLvwX4Jto1uZLfUb2VHuI4STs+U8lh1yCB9ateHPHF9bXptLvS7ZbWKy82/kWLy3TA5dtvUk7Rg927UO7TseRommzmtKtLDTf7Rt9W1S3NpIvkzxW7Fm3KTtccdVYcY9T2r0Twj4bg0pI7hLlbkRxtHDKFwG3tudx9flH/ATXB2vhyw8Rap5kDtpEE+JI7WYeY0kbNjdGR7kDB6fSvY7O2jsrOC1iz5cMaxrnrgDFNnZgqXNLma0RNRRRUHrhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFMDyHxXMbnxFfMeiybB9BxWEZDnFauuvv1m/cjGZ3/9CNZGO9dMdj5aq7zb8wJJpMUpGO9ApkDWIAqrLVh+tVnoERdKep4NMPWgGkA/Ga2/CGp/2L4r03UAcLFOu/8A3Tw36E1iLU8AywoA+wXIeHcOccjHcVC1YvgbWhrPhHT7pm3SCMRS/wC+vB/ln8a22G0lfTp9KyY0MpNwFBqJjzUlEN9P5UPuawJbvMm3PNXNWugqMSfpXJ6RctqV3dS4IjRgiZ7+prmqNt6HfRglHU23k9fSs+Yb29jVuf5QQO1Uy25ie2MVkbI0dGlCPIuDjtWw17sGMgVz1kxQu4weAKVxLLeLK8jbEQhVHAJJ5P5fzrenflJ+pyqPm6Ghc37y/KpOPWqDyLHGzuwVFBZmY4AA6k0+sfxIsdxo89g10lu92jICxxlQMv8A+O5/OtTvUYUab5VscN4l1e0tmOvxb7vUJ3ki02ZnBit4wMeYi9yOSM/xHPaquh+OdbCWFlFIb2dRK9w9wMlsnCBm9hznqSQO1Xdd0vTp/wDhHdJ0+A3TITIYYcFPLIztZ/XcD+GScVFPpk9xoevPBPDPqZAaX7CdyxquAIFI6kDJJqrpo8aV3NyZx2qTXUCzWct81xvuHnkUgYV8kZz6kckdqxCOakIwAM00+9dEVZHHJ3Ygz0FLz60D2pDnvTEKTTgRUecUoagQ8nigim5pGfFABjNSoWC5ABzxg1BuINPWTA70AWfMlCEBiAQRgncP1rubG9gvRY3DXD7TErbCm8K6KQwx1GRkY4zxg1wDSDbVjTNWudKn8232ZJDEOO46Edx/Ws5w5jWnPl3OvvvDmq67eyXGn2tzJDnZEGk+/gA7gCQMHIOB0zjqKw7jw9rEAbzLCX5U8wlRnC5wTx0GeKjl8V6i7b1WGOTesm4bjyudoxnGBuOB2zVKXW9UnjMcmo3HlltxjVtqsfUgYBP1pRUloObg3ckvLa7tXX7XbNbbhhQ6bN30z1+taXhx4TLdB5rdGCKUeWUIFYEkHn+LpisGW5uZyGmkkmIGA0shcgegyeKiJDkeYinHTjpVOPMrMiMuWV0dDqerIviOW+XE5wAfLk4J24I3juOeRUE3iW6YEW1rDAGXDFiZCfz4rGKqP4cUIRnvml7NdSvay6HcfDRvN8Y+ZcSM8xtpCrMeSflH8s17GOleLfDiZYvGNvvXPmxSIpJ6NjP/ALKRXtI6VnUWp7WXO9J+pn6zqA0zS5rgpIcI3zIB8nyk7iSRgD/CvN9B8NancfDvU5JvOC3CtIkLqQ8ioAy7c+pyceldJ4y1S5tvEHh6zsykkrTmdoG43Kvq3TBG4EVxH/CX69ZXNtqsl60l5dgSBZV3RLCCQEC9MHJ6cgY5pWdjlxdXmqNdEaGn+K5fDGiLoGp2jXdwzCY758G0Rl+VR1IYD5sZ4zUdne+F9KstQVX+2Nc27JIpd8suRxnA5zj+ta2u+JtI1XwVYalfaJY3Wp3UjQSbVMZjKHk7xzzwQM9/auaPiS4s7eK20fw/ZafNdqGcqpna5Q5AXD5wv070Wucyl0Oo+Hfh9cR61NaGEneYtzk8HhdoPQBc89TnNej1S0m2ns9KtobqUzXKoDK57ueTj0APAHoBV2k3qe5hqfs6aQUUUVJuFFFFABRRRQAUUUUAFFFFABRRRQAUDqKKO9MGeK6wxOo3WeCZ3z/30azec4rR1sMms3qP1E75/wC+jWfx2rpWx8rP4mNbNJ36UM3amZpkiSZBquwzUzGoXNAiIjmkoJ5pueaQEqfeq5AMHPtVJWwwq9GeKYHofwr8Vpo+ryaTeShLS9IMbMeEl6fqOPqBXt7zAgZI3Dp718kvmu50L4p6lptolpqEP22KMbUk3YkA9z3rOUX0GvM978xHHDfgarXMm2MlTz0ryGf4uWxTMdnc7uwJA/WpfDfxJtNQ1JotUH2PcMQyF8qT6E9qyalbY1go8yuzodauGXzEkl2Jg5c9qi0G4Cq7FCkfCoD1x6mqGvy7LiOa5if7KPnEqjcuT646VVsNSfVwo0sBodxDTZ4Uj+tc7TR6S5X1OpvZ0jY5I56AVh6prNtpNq0ly+FznA6n2FU9f1C20KzaaaVppcYUE8u3oK8xvL/UfEN+gZGdycRxICev86cKTlq9jOrWjTVlueweFNY/tzRjd7Ah850K56Y6fpityuU8Eab/AGHZS6dc3MZv3P2iS3VsmJSABn34rq62slsejhZOVJNhXnvxF16LTStrG/nXVxCI/IzwsRfL5I5Bfaqcc4DetdrqeoJpenS3bKzlcBVUZLMTgD/PbNeU6t4YmtILTWIInupEnDsjNkz4bcTjtz6etNNJ6nPjpvl5IjfHF/rGl+J4GRxYLFaLHbx2w2pGpX50Hr6c+1VvDU0mjeE9a1PdIq3IFpCAcZl9c+wJz+VdJpnjZ9evLyS70GOYwQEoAN3ltnjJx6k/rXF+Itbu7potKuHidLP5mdEAMkrDLNkducY9qpXfus8p2XvGGQAMelMPSnZz0oI4roRzDATSZp2KMYoAQgEUzoafig0CE7Uw05jTOvNACg0obHfFM70ufWgB5bpmlBBqPrQeKAJT0pD1qHcalU5HNABk54NKSSOaSlJB6UAKDgcE04Sk00CpEx0wKANnwpcCDxTpcpYALcJk+xOP619A181RzeS4deHU5B9xX0PdX62Om/a5snCrkLzljgfzNY1Vsevls0oyT6anmPizWEuZNflMaHF3FYwTn70QRHLkd8Ekg+xrGmGrSaYvh59PmluLRy6eXHv/AHbYbg46cjHqDS3txp+rePJnuS8ljLL5QZeq4HGOxG4YPqCak0XxBqHhDVboyM/78rvQSZ2AHIcD12nA9sikzjlJyk5PqV9SmlsvC+j6fLbKqSmS+Z2yGbc+3b7YCfrXY+Ftmr+Jrc2cDxafpduGBYAks4GxSevALH8K4zxDqWp+JNZljZWVFLPBEQFEaHkMT79Sa9n8PxJHoVmyQJEZIVdgibckgcn3qXtc6cHT56nkjToooqD2wooooAKKKKACivDv+FyeIv8Any0v/v1J/wDF0f8AC5PEX/Plpf8A36k/+LrT2cjg/tGh5nuNFeHf8Lk8Rf8APlpf/fqT/wCLo/4XJ4i/58tL/wC/Un/xdHs5B/aNDzPcaK8O/wCFyeIv+fLS/wDv1J/8XR/wuTxF/wA+Wl/9+pP/AIuj2cg/tGh5nuNFeHf8Lk8Rf8+Wl/8AfqT/AOLo/wCFyeIv+fLS/wDv1J/8XR7OQf2jQ8z3GivDv+FyeIv+fLS/+/Un/wAXR/wuTxF/z5aX/wB+pP8A4un7OQf2jQ8y94uTyvEt+pGAZdw/EA1i7siqOr+O9Q1mfz57LT45TwzRRuN31yxrJbXLlv8AlnCoPYA/41qlZHiVZRdRuOzN1n+alBzXPf2vcZztjP4H/Gnf21cj+CL8j/jVGdzdYioGOaxzrFwf4I/yP+NJ/a0/9yP8j/jSsFzVNNrK/tSf+7H+R/xo/tSf+5H+R/xosDZpK5BrSgbdGD6iuZ/tCX+6n5H/ABr0fX7SFNN0C8ggjg+16fG8iRdN2Bk/jupbMuMXJN9jnn54FQtVt4flGM7iM57ClW1DFk5zg4PvQ2SigAWIAGTT2t2C5xx3q4ttIZokWPDMdq59fWu20fwkkpEtyN2RyuMCs5VFE1hRlI5zSPEusaII47aZpIzx5MvzKR7eld/outxXKTNLoTWEsn+sltwBuI9qtw+H7GAL+4QlTkEjOKu+SirtVQK5alRPoddOjyu9zCvtD8O384uLuLUZ2A4UyYUVzmr6+uhl7Tw/psGn5GGuMbpT9CeldxMgwRiuE8S2e7zZAOQCc0qc7uzHVprlbW5S8D6k9t4wiaaVm+2BopGY5LMeQSfqB+dexV8/2FteXLo1nbzSyqQymJCSCD14r3HRpr2fSbaXUoPJuyv7xPf1x2z1xXTO3Q6Mtm7ODXmcz4uuptUlutDW7NhaoIjPcBSTJuyTGOnbaevPSuRtfEWmyf2qTPd2rLZiOxhlkYpHsAXCcnazAdCMZzzXW61ptpqviGaG8iM0SOCEdjhTtXJAHSs7W9AtbXTZ/sZmtzNhH2PneDxznrWDrQT5WTXoznJyuYT63YaF4Nii0a2cXGqxSxXEszBmUKQrgkAE+owcAGuR1MbL7y/l3JEittGOcc59637SDUpJbPT20pdVs7VZzbRxsAw3EFi+OeCOFOKyfEsE9t4mv4rgYl3gtn3UH+tdUbXPOkpcupminn7tRCng5FamAUlLnFJmgBuMUU6k3CgRGwJpnIqY0w0AMpDTuKD1oAQZxRS84OKADigBQAaUdaaKeBmgBaNvNPHApRyelADcU5R81IeppR7UAOYKDzyewNej614ogm0Tw9pEM8Za6hj+0sXBEQ27VDHsQ3PsFrzgnj3rsNO8MahqXgeKa1tw8wfzVC4Dnk4PPU9Oh9OKyqSSs2dNBztKMeqMrw5YIfEbLcEPFYLJcSkdGEX9CcU7xDbPeSJrUbp9mv1DBidvlsBhh9BXR6vpUNn4WvNRtbhP7SmjjF+sfLbWOG3/AN0lgfTPNc/YaVca54aaOzYPPY3DyNCSBhHA5H1I/MVClf3inG3ufM2dIibX9e0yysJWNh9lBvF24AVflcc84JwBz3Jr19QFUAAAAYAHauY8DaOmlaCitH/pPKyS5B3HOSFP90EkfUE11AFS+x7GDp8sOZ7sKKKKk7AooooAKKKKAPkuiiiuw+QCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9Z16MxeG/C1zj5H02KLPoQin+teTV7tqWlJqPwu0iRmxJa2VtIp9iiKR+R/Ss5u1jqw8OeE15HnZuXknCqMFR0FdHpdkbhUY8nvmul1nwDYr44Gn6cRbQDSzdAHLZZVyc/Wo9HiUQxnAyRWNWXQrDxT1LthpEORuQFh0OOldRbwIkeAKqWqAKDWknArnudRE6iq78HrViQ81WfmokUitLVKzto5tXi8xFdQGOGGRnFXZRxmotNGdTX2VqUNzWnrJG4kaRIEjRUUdlGBTsdqQ1Xv5/sun3E4zujjZhj1xXUeg7RVzm7Z1n1i6m4w0jEfnVzVImOmyyRZE0X72Mj+8vIrnbLVbeN9xWU55PA/xrcl1u2NsRtm5H90f41xNO9zk5lax0MBikgSeFUCzIsmVAGQQD/WvCPHZ/4rnVvaVf/QFr2fw/cLPo0aquBCzxLn0BJH6Nj8K8T8Z5l8Z6uwwP9JK8+wA/pXo09dTmxzvRi/MwhxShsml8tvUUbGHcV0HjhmilCMTgkU0KQe1Ah1NIqXyz6imtH8vbigZH9aaaeVIGeKXyyMcjmgCuCc04gdyQac0XcYpvlt6igQhYA8Uu7NL5R9RSiJvUUANFPXil8th3FHltnGRQAoanZweKQRsRkkU4JtFACc05VpQD7U4IfWgZa02x/tLU7ezyQsrgOR1C9T+n86950u2S00xIkQKvYDsOw/KvFvCjrD4jgdwSoVunWvYV121Nsq7JuB/dH+NefiruSR6eDUVC/czte0+G8WRnXbI0bQtInDFG6rnuPY1z/hzweIrnU7QajNEJkjMbqqk7VkywOe/Tn3rpbnVbNyTsm6f3R/jWausQQXazosu+Jw33RyCMEdaxpTnF26HY4U5as7hEVECqMKBgU6kznHvzS11ncvIKKKKQwooooAKKKKAP/9k=",
"path": "030309.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030310 | Women Tops & Tunics | {
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",
"path": "030310.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030311 | Women Tops & Tunics | {
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"path": "030311.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030312 | Women Tops & Tunics | {
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"path": "030312.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030313 | Women Tops & Tunics | {
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",
"path": "030313.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030314 | Women Tops & Tunics | {
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",
"path": "030314.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030315 | Women Tops & Tunics | {
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",
"path": "030315.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030316 | Women Tops & Tunics | {
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GuH1i+XUdc1GVT+7TEa+/NOWiJhdsxHTbGigcscD2rMgAn1y2RR8okwD9BWreS+UjbeGxtB9PWqWhx+Z4k0+MdCx/UVnLZm0Y+8jsYrYLdAN0Iq6mnursVXg1cltNsikckV0FvbK8KNtHIrzZPU9mOiOfttNd3BeuitbIInTHFTRwpH2AqfeAMCoG2ymkOyckCnXFpbyqPMto2bt8gJq7FGZZMKuT/KtGG3WH5uC/r6VUKcpPQllDTtEtLaQXJtYkm2lVIUZAPX860FgiQbVjRVHQKoAqWlx3rtiuVWRDinuiPykx90U3YqnhRUwxSHBNO7Dlj2I3RWHzDNQvbr/Bx/KrPUVA8v7zYh+YdeKabWwp04zVpIrFSpKsMGkq2UEyYbg9j6VVIIZlb7y9a6IT5jycRhnS1Ww2jFOxSYrQ5RtJTsUYoAbSU7FJigBtGKWjFADaSnUlADaSnUlACUlOpKAG0lOpKAG0lOpKAG0UtIaAFpaKWgApaKWgApaKKAFpaSloAKWiloAKWiloAKXFFLigBMUtLRQAUtFLigBKXFLiigAxRiloxQAYpCdqknoBmndBntVO4nyjA/LGeDnqamUlHc1pUZVXaJ5nZWv9r63cXVz8y+cXK/3uc/yAr0HSbBLMT3WAHuPnbFOs9I02x8xooEDN6DJP51cBIU7eF9PSsVUSO6WDk1a5wnijWUstYmCvmZ4fLQD+HPU/kK8+a6KPIysQC2QBWv4wkjfxVfTRHcDJtOOmQACPzrl7mTBwD9aG22ZRhyaE0115p2sa0vDyO+r28yD7k6hfwHNc2Cc8E16n8LdFuDv1i6X9wuVtgR95ujN/QfjUyTsa0leaOnt4XmJZgBWpC3lxbMZ9K2A+R90flT84OMCuT2HmejcyYreWZ87SQKvx2K/8tG/Bf8anJJ71IOtVGjFbibuCIsa7UUKPQU6lC07ArUQzNO6ijApe1MYxs4ptPJzVaZ2ZvLQ4/vN6CgCQsXJVDj1b0pUiWNdqj6+9VSWtzlclPT0qeK4Rx1/OgB5XBqvcrhkcf7p/p/n3q3kEZFVrrmNvbB/Wqg7SRjXipU5JkGKTFPxSYrrPCG4pKdikoAbSYp1FADaSnUlADaSnUmKAG4pKdSUAJSUtJQAlJS0UANpKdSUANpKdSUALS0UtABSiiloAKKKWgApaWlxQAlLS0YoAKWlpcUAJS0YpaAClxRilxQAUUuKXFACUuKMUuKAExS0uKci5YChuw4pt2RFKp2e/YVkXVnNM3zvgV0ToBzVZ1GDmuOUnJ3Z71OmqcUkULaIlF3sFSPjd3asPxh4hXQdLVY2/0u5JSBR1Hq/4fzrbMsFrOyTNhApbcei4GT+leH+JNYl1/wARS3mSI2OyFD/BGOg/Hqfc0RVya1TkjpuRXUmIQcAOf4icmsZsMxI/WtG6myFjGMjsKjtbGW8miggiaSeZwkaKOWJrQ4fIu+GPDkviPV0tEUrAvzzyj+BP8T0FfQFpaQ2dnFbQRiOKNQiIvQAdBWT4V8OQeG9IS1Ta9w/zzygffb/AdBXQBeKzk7nfSp8i13Gqop7r8wpQOacw6UjUZipF4pMc0poAkopFORS0ANPJxSkZFLSFgKAEbheKqqMdDk96sk5FQSwhxkcH1oAGUuMEVCtoQ2ckCmrK8TbXP41YV9w60AKP3a4zUErEgL3Y/p1p0rrHgEgseg9aYgz85bcTxn0q6cbu5y4qqoQt1YtJTsUYrqPGGUU7FJigBtJTsUlADaSnUmKAG0lPxTcUANpKfikxQAykp9NoAbRS0lACUlOpKAG0lOpKAClopaAClopaAClxRS0ALS0CloAKWiloAKWiloAKXFGKWgAoxS0uKAExS0uKMUAGKXFGKWgBMUu4RjcegpaRl3KQRSkroulJRmm+495kK5VgRVSSUFCwOcUx7fJyrFPamDZESAcn1PeuM985nxzctZeFLqRl/e3DLCvPTd1/QGvHo4m3MSeF6mvSPijcMF02zB7PcSe3RR/WuEtF80BQhZidqqoyWPpWkdjhru87FGOCa4u0ghiaSSRtqRoMlj7CvZfBnhFNDgF5eAPqLrjrkQqf4R7+p/Ck8IeFIdCgF1cIrajKPmbqIl/ur/U11iHNS5XN6VHl957kqcmrAAxUcaACpgOKk6BMUUEYpcUAJilowaTFADlp1IvSloARjtXNRrk/M3SnlckelNfkhRQAgYsM4wKQkZxTblisJWM4b19KjUTNGCJBux/EvFADpYhIuDVMM9u4Vvu9jRJfXEBIltSyD+KI5/SmG+tLpCPOVWH8L8EfnQBWube4uL0yBsKPu+1WiXgjDvy2efcVAb+CNiPPjGOvzUv2+G5cRR/vD/s8inFtPQzqRjKLUtjQoxTgMAUmK7DwBtJinYoxQAzFJin0lADcUlOpKAG4pKdSYoAbSU40lADaQ06koAZSU6koAbSU6koAbSU6koAWlopaAClFFLQAUtApaAFFLQKWgAFLQKWgApaBS0AAFLiiloAKXFGKXFABiloxS0AFFLS4oASlxS0YoAjkj3qccGqUcYVnnkIVI+cscAe5rQdxGhY9BXn/AMSLm7fw8qQ5ETzDzlU4O3HGfbPX8KwqxV0elhKk1B31SOT8c6xaatrLyWswmghiESyL0Y5JOPzq18ONEa5u31OdSI7f5YAf4n7t+H8/pXP+G9COt6uLdywtoV3y7eCecBR9f6V65bQf2f5NvEqxxphFQDgD0qG7aG1KHPLnZsQIzHnoKvJGB2piCp1qDrHqOKdjFNWnUAGKMUUm6gQtGKTIozQMWikzS0AB6VEfvZqRjgVHQIjm4jJpY87Afakm/wBS30pYTmIGgYMoaqNzp0Fx9+NW+oq+aYxoAxjolqRjyeKt2VlFayERqB8uauMwApkPMkh+gq6XxHLjHakySjFOxSYrqPGG4pMU6koAbSYp2KSgBuKQinUlADaSnUlADaSnUhoAbSU6kNADKQ06kNADcUlOpKAG0lOpKAClopaAFFKKSnUAFLRS0AFOpKdQACloFLQAAUtFLQAYpcUUtABS0uKWgBKWlxS0AJilxS0YoAMUuKMUuKAIbhC0DBRk+lYdxYJcSyfaE3Ky7Nreh610eKo3QzMSeuMVhVXU9HAzesPmcF8P9GNjfayjg4iuvJUnuFBI/RhXUXrgahCOgLCtSCFUUsBgk5PvXO6lLLJqiumfLhYE4rFu56EY8qsjqEbpVgDiq1sVcgjoOat0FBSZoooAM0tJQelABmikooAXNGTSUtADXJoXpSmgDigCObBjYe1NtTmAD04pZ+ImqvbXESoA7hCwyA3FJuwFonmmMak4IzwR6io345oAjb3p9uP3W7+8d1ROGbj+8cCrYGAAOg4reit2edj56KA3FJin0lbnmjKMU7FJQAzFJT6SgBlIadSYoAbSU40lADaQ04ikNADaaafTTQA2kNOpKAGmkp1JQAykp1JQAtLSCnUAFKKKUUAKKWiloAKdSU6gAFLQKWgApaKWgApwoFLQAUtApaAClopcUAFLRilxQAUtAFLQAlVJhvmJ7DirtZU10gumgTLyA/MB0H1NYV3ZanfgEuZssnhDWG0L7Jgse4yMe+OK13JaPn8hTY0zgYrjdS+iPTuSafA0MAVutXKYtPrYYUUUUAJS54pKKACiiigApaKKAENIp5oJ5pFODQAj8g1i6kY/tEcROCVzW04rnNdVo9Qtnx8rIVJ9wayqxvEE7MtxbkYbHYfQ0l5ez28ZKtz7jNJbsNo5pt+nmWzfSuPmkupSWuo/w/qMup+eZwm6BgPlGM5rdrlPBg23GpIfVD/Ousr2aDvTTPDxd/bSG0lOxSVqcw2kpxFJigBuKTFOpDQA2m0/FIaAGUlOpKAGkUhp1IaAG02nGkNADTSU6koAaabTjSUANpKdSGgApRRS0ALS0gpwoAKdSUooAUUtApaAFFKBSU4UAFLiiloAUUuKKWgApQKKWgApaBS0AFLiiloAMUtFLQAyRxFE8h6KpY/gK5fRphcI0xHzOd1bWvzGDQ7oj7zLsX6nisfR4vJhVfQVw4x7I9LAR0lI1ZDwBU0YGwVWkf5wKuIPkH0rnpK8jvW5KnSn9qYOOKcOtdJQUUppKAA0dqKWgBKSlooASl7UlKTgUARk8mkB5pB1oXrQA9zWZrdvu0xZscxyBvwPFaTUmqRhtKuFxn5P5VcY3izjxNRxlBLuc7ay4YK1aM8eYCcdRWRb/NOn1recj7OfpXmNHczH8Np5es3q44aJW/WuprnNCIOuXfqIR/6FXSV62G/ho8TGfxWNxSYp1JW5yjaSnUhoAaRSU6koAbikpxpKAGUlOpKAG0hpxpDQAykp1IaAGmmmnGkNADTSU4000ANpKdSGgAFOFJSigBaUUClFACilpBTqAFFLSCnCgAFOFIKcKAClopRQAopRQKWgAApaAKUUAKKKWigAp2KKWgAxRS0EhQSTgDkmgDB8QOZpbazXkZ81/wCQqK2TZwKW1P267nvDyHbCeyjpVnywJOB3rya0+eo2e1QhyU0hNv71c9CRWiBzVZYwZVPvVoVdJbm6A04Uhpa2KFpwXFNAzT6AEIzTSMU+igCOinkZppGKAEpG+7S02Q/LQBGvNA60kdKOtAEgGZFHvS6gwXT5yegQ0kXMy/nUOvNs0W5PsB+oraGkGzzMVrWivQ5uxG6fPYVsSnbATWbp0fAPrWjesFtiK8lnqvsUPDrGTXb1uwhUf+PV1OK5fwsudSv29EQfqa6mvWw38JHh4v8AiyG0lOpK3OYZSGnmkoAZSU6koAaaQ040hoAZikpxpKAG0008000ANpDTjTTQA00hpxpDQA2m040hoAbTTTjSGgBRS0lLQAopwpBSigBRThSCloAUU4UgpaAFFKKBSigBaUUgp1AAKdSCloAWlopaACnCkpwoAKUCilFABis3Xrj7PpUiqcSTERLj36/pmtOuc16XztVtrbqsSGQ/U8D9KyrT5INm2Hhz1UifT4hFbKoGBirLLg5ohXag+lRXl2lrbu79FUn615K1PZb1JBPEs6R713k4A96s9a8Ln8R6nNr893bXDw7ZQYyOQD6Y6dK6CPxxr6oJA8UqDt5K7ifw7frXp0MJOUbo43jqdNuMz1UZzS4Fcbpvj2KZY1vbRkkYZLRHIHvg9K3IPFGkTuFF0I2PTzVKg/j0qpYarHeJrDG0Z7S/Q2dppenWmJMkihkZWU9CpyKdnNYWOlSuOoqJm20GYKMkjFBRLSEZqEXcJON2Km3AjINADSMComOc0skuBis+e/Kkqn4mgC4lHQ1FHMPK3E5J7VJaYupXXep2H5wpyV9j6Gmk27Iic1CPNIt2ycFyOvAqh4jfZpJX+/Iq/rmtgKAMAcCsLxMf3Non96b+QreouWm0eRCbq11J9ynYphelP1FsRY9qktFwoqlqLbkc+leM9j2nrIk8IrubUJSOsiqPwH/166bFYnhOLbpDSH/lrMzfgOP6VuV7NFWppHhYh3qyfmNpKdSVqYjTTaeaaaAG0lOpDQA2mmnUlADaSnGm0ANNIacaaaAENNp1JQA000040hoAaabTjSUANpDSmkoAUUtJS0ALThSUooAUU4UgpRQAopwpBS0AKKcKQUooAWnUlKKAFApaBS0AKKUUlOFAAKUUUooAWlopaADFce8n2nxJeP1CyCMfgK7AkKCT25riNIzLcNKeskjN+ZrkxjtBI78Avfcux1EY+SsDxLLsspB7V0PCR/SuQ8Szl0MSgszcYHqa5aNNzmoo66tTkg5M46006NY3862KxyHqJlAcf59ac2nxwT+ZC7ggbRDL8uPYHpipyhsULQuwCABY35B+g7VFbyCC5850eTEas0b4Me457duMV9XCmoJRPk6tRybkNuPLgj2zgLLjLPsw2fp6VXkSSPJVyykfxcj/AOtV28lS9iKR7ldhlFcbgPYZ/wAao/ZJRdLAJcJuLEodyvjjH/1q0vy7kpcyuiS2nn021lniupIHALEK2Qfy+oq7o/i/X7eEF7w3Yz0lwxP9f1qCZCZFiAfA5JTnGOnGO5zVXZH5ReYIrk9MFT9TUKnTnfmVzT6xVp25G0divxAlLxxS6X8z8ZWbHP0I/rUv/Ca2AaX7TDcQKhxuC+YDj6dK4myYTXkYBcKoZwPvg4Gav/ZbCbRpkWb97uAy4w2TySR0xXFXwtKL0R6GHx9eSu3951Vn4q0W+kZFvRCR/wA/C+WD9CeKvt4q0i2Ty0vRcMvUQ/Nj8eleUX1kZI2jQEjHGUbBIq88SiFGzgbhkAc4x/8AXrOOCg5aXsbSzOrGNrK53w8W6dfqRGbgY6jaAf51Guv2rKVis5cDq0pA/lya5a0tvLgUwK0gPsS1WRaAW3nTFjk9C+AP8+1dKwNFbo5XmddrR/gW77Xbi6ikWJvJjHBWP7x+p7VsfD+436pq0MW0QJDbHaoxh9p3fj3zXLTmGKI7JGZ8ZCRpjOa7T4d2mzT76+MZQ3UwAyOoVQP55qMRCEIJRViadWdSTc3c7HFc94kObnT1/wBpz+gro65rX/n1qwj9EYn8SK83EO1NndhP4yJIBtjJ9qyNVfy7Vj+NbgUCMj2rDuY/teqWtoOkkgz9Op/QV5MY80lE9qU0k5HTaRbfZNItYSMFYwT9TyauU7HFJXuJWPnm7u7G0lOpKBDDSGnUlADTSGnGm0ANpKdSGgBtNp1JQA000040hoAaaaacaQ0ANNNNONIaAGmm040lADaQ0tIaAFFKKSloAUU4UgpRQAopwpBSigBRThSClFACinCkFLQAop1IKUUAKKcKQUtAC0ooFKKAFFLSCnUAFOpBS0AU9Wm+z6Pdy5wVibH16Vz2gwAKpxwBitXxTJs0GVe8jog/E0zTLfyLZM9cZNcGL1kkelglaEmWLqXy4mJOMCvNNa1Dzb8SBnjCk7XAyPoQePxyDXZeIbzybSTHLMNoFedzyZdgGPUDg12ZZQc5OfY5czr8kFDuNe5EiMHuQ0g+65UjOex6iori/mG+MJAyk8sZMZ/CnCFHOCFwTk8YpJLVAcmPKjtk8173s6l9DweeFtRtvcQqGJ+e4PyqFyET3561akYCKNIpJEZRlnVud3Ygen61SWKIDiNlOaRi0TjILD+VP2bfxCdRL4S5bGaKd5JJWLScZB6YFF08rxBHPmAnlujY+vSollUg7Tke9SNKrRsjHA2k5FacsbWsZ8zvcpWm22LXEakMiMv7wcHPHVapy3NwQ3mbiW+8Q3UDp1Fa8cKC2ULIgUcAycA1Qmj8+RU/gBPI61k4KzsbQm20mVJC0uC/nsM4HzjFacFvcSWKtskKsuACOdw9/XilFhm3B3fPjr6VaslMflwM7eUg3OVkOCRyDj1qZQaSa1Gqi5mnoa2k2FzJEnneYAIyoBZc4PtzV8aXbxL5Zt5JOc/vHGB7DHasJLmWR4lW8KKYxwsYOcEjrWxHExRSbktgdW/wFKzeoOTvYsPHEsZAgiT8M/8A1q6vwbcJJo8luiKn2aZk2qMDB+YfzrkjsI2iQM+OBnFdF4FL7NREgQN5iEbGzkbcVzYpe5c6MO/eOtxXMan+88TxjqI41H55NdOa5fIm1+7lxkB9o/AYrx8U7Uz18Er1L+RbnYCM4qhokX2jXZZyOII8D6nj+VWLtsIfpU3hmLFlNORzLKefUDj/ABrkw0eapfsduLly0n5m1SGnUleoeONppp1JQA2kpxpDQAw0lONIaAGmmmnGkNADTTacaSgBpppp1IaAGmmmnGkoAbTTTjSGgBppppxpDQA00hpaQ0AFOFNFOFACinCminCgBRTqQUtACinCkFLQAopwpBSigBRTqSlFACinCkFLQAtOFIKUUAKKWgUtAC0opKUUAYuvJ58tlAegkMpH04H6mpyfKgx3xVWVjca/MM5WFVQfXqf50+/k2RnntXmV5XqM9fDx5aSXfU4/xLesZhEh5VSxrkdzPJlhWlqFwbi5uJSeGfAPqBWYF3Pkda+ky2lyUV5nz2ZVees12LSMUJPGT604yZHK59xzQvCjJB4pPLjzuGenbivRPNZEWcvlQr89BwaRi7KdyYJ7HtU5jWReg4HU8E1GxIO1VbaR0bqPxosBCI/UEf1pZLfdCx6cjBFMaXsDkdOaCSQVDELQwFkXytgGWV+5XIH+FQlA0xKg4BO0g4qdUMtzBCDvYRBiecjPPSluJIIHSESAOo5A5yfesW7o1irMr3E7Fiu/Z24ot4FWPcbjnocUwvb5/ebmOasxtYlduAR+XNa9DLrcg8s2rDB82MNuxkgj6EdP5Vdh1GEDazyJnnOAf60qGzRmA6n8akjaEvwAKy9m+jNvaXXvIa99aMmd8hY9zjP867X4ZOrHUwuSD5bZP41xrR2ynqQPY11/w5lhTUbyOMYaSFSf+An/AOvXLiYSUG2dGHnFzsj0J2CIznooya5ewDCJ5W+9Ixcn6nNbGu3H2bSZTnBkxGPxrLtsi2j9cV89jJbRPocBD3ZSGXeSp9hW1pcIg0u3TGPkBP1PNYtyS0bKBgkV0kahYkUdAoH6UYJbsWPekYhSU6kNd55o2kp1NoAaaQ040hoAaabTjSGgBppppxpDQA2mmnGkoAaaaadSGgBppppxppoAQ0006kNADabTjTaAENNNONNNACilpBS0AOFKKQUtADhSikFOFAC04U0U4UAKKUUgpwoAUU4U2nUALThTRThQAtOFIKWgBRSikFOFAC0tJVLWbk2mjXc6/eWM4+p4/rSbsrjiruxl6Z+9e4uSc+ZKzZ9s8Vn+ILqRLbZFkyysI41Hdj0rR0gBdJRR121DY2n2/wARRSOMxWa+Zj1c8D8ua8yEfaVD2KsvZU35Hm9/aCxu57QOW8lypJPU9/1qCNWLAKefpmrmpsJNZvyerXD/AM6SCPbyvUcE19fR92CR8jWd5tjG3Y2ywNjoCgqqTyRHMmf7r/LW3FCxIZsn29KsNp6TcuiOD1BGa15jFo5798VwFJGOoORUZe4DD5XOOcVdvNGSIF7cvERzmNiMfhVMyahbNhmFwPpg1VydSPzEb7ykfhROT5IWNSxZwvXpmlOpK2RLHtP+0KHkfyt8S7oxknB+6e386mpK0WzSELySFtdSCGaUokce4jfn5j/kVmIoMrlWzk9c/nSrbO0RVThXbcSTgY/H+lTwpEAADvJ/urWUPesayXIncYIC3VgD71ILbkAMufrVyOAleEA9261MIiOcr78V0nOUUsLncxWZBn1FTwW88bHzJQ47cYq0oGeCucUfMec1LsAAY6ZNdb8OmQa1erIwDmEeUp6nn5v6VyRYg5B49TXQeFNOkkvDqQ8yNY8qrDgPkYOK4sdUjCk2zswNOVSqlE6/xHcJd3EFsnzxwv5jkd27CnRcwjjkjvSxQAR7VWpSmxcV8lVm6kuZn11KmqcFFFWVt8bMOo4rph90fSuYZfnK+tdQOgrrwezOHH7xENNNONIa7TzxtIacaaaAG0hp1NNACGm06mmgBDTTTjTTQAhptOppoAaaQ04000ANNIadTaAG0hpxppoAaaQ0ppDQA2kNLSGgAFKKQU4UAKKdTacKAFFOFNFOFACinU0U6gBwpRTRThQAopwpKUUAOFLSCloAcKUUgpRQA4UtIKWgBaxvFEuNKW2HLXEqoB7dT/KtoVy2tO11r0UKn5LZc/8AAj/9asq8uWm2b4aHPVSL1ii4IXhcYxU2hQmG71AHqZEx9MU2zXywAepq1Z5TU5MdGjBP4H/69ceF0kd+M1gzx24GdWuyRwZ5P/QjWlbqPlGBz1rOvwYfEF/C3yhbmQfTmtG1fzBgHgDnivqqbvFHytRWkzTijToMZI5xVlRsBHBx0yaigXaVGePerIVQSSOf5VdzOxTuoUVAQB6Hmsi4hQsNikkc4BrcuAGiz3FYt6qhSFVtwGciriyGZ8sMcmRIvf8AjFV5dMVYX2SbQRkr1H6UrGTOd7HJ6PzVW8WWOJih3IVIYHoKJ/CwiveQp0wRqj+ahUDoOMVZiwgOP0rNt23kbyCT0GK0YwwAzz+FVD4Spbl+xi8252uuVAyea1/7KhXnYOe2azrHaJMsQvv61uxTxEBURycflUybJRSWxtmG0ooB7g08aZDswp2+/rVp4mI3KrL+NPZisXUE+/SpuM567U25MZBZRgZxXeX08el+GklRQp2qiD3OAK4bVJ3ZfLVtvzrgge9dhrsct3YaVAB+7e5V5D/sqM/zxXjZq23FHu5OrKTNe1lMcJZiOcZzRNPhGOwZJwKytYuGD6XYxZ8y5uATjsijcf6VfdTLeQxjOxAZH9+w/WvFase4PlVWlTC7cDkj1rcifzIY39VBrEiKyyXT7s+WRGBjocZP863I08uJE/ugCurCbM8/HPVDjTTSmkrsOAQ0hpaQ0ANpDS0hoAaaQ0ppDQA2kNLSGgBppppxpKAGmkNKabQAlNNOpDQA00004000AIabTjTaAENNNKaQ0AFOFNFOFAC04U2nCgBRThTRThQA4UtIKWgBwpRSClFADqUUgpRQA4UtIKWgBwpRSClFADhS0lLQAM6ojOxwqjJrmLKF3mlupR88zlj7Z6fpW3rHmf2RcmIZYLnHqM8/pWXPMw0Np45Cm1SxYJu7elcmK1sj0cDFayDT74XDNyMxuUYehFaensZr2eTHyooQfU81wXg7Ub26v7tdQYZYhk+THFehaYAIJSO8prPDR980xrtTPKfF9r9l8Y3gAwJSso/Ef/WqG0dQ3zH0xzW78S7cw6xYXgHEkRQ/UH/A1zlmwY7hjPvX0uHd6aPmq6tM6O3fEeeoNWCxz3rPgkJiGONtXQxdBjrnvW1jEJCwY4wRVC6ydzdcenar8rbDgYJqleKoOG4yMUzNmJM5JOcY96ytUWVNPkZBu2kM3UYHrWrMAjDke9QQxT3sptoUVpJvkRTwCTxVzs4MIfEjKsItixkku2MkDp9c1oxyb3I6DsDVe1gnsZHs542jliOySM8FWFXI+hOMH3qaLvFWKqq0i7bKBjdyM81uWx79MisO2J3YKjmtm2OFXAx/SnMjoaalTGMkg9xVaYLsOeMGlXOAT1B5NKSCjEfhmoG/I53WkHkbssAMfMvGBXb6tKsLWFpbyb2ijL5Y8kEDGa5LUYfOgeLoSOtc3p2txeHre/S789713DWyldwk4xhmJ4ArzsxoucVJdD1sqrqnJqR3Vnqkd34iuJnORZR/Zx6b25bH4YFa0erxq1zIMkDCZA6Y5NcjpLtpXh9cpvvLg+YeM7pXP/1/0roNL0PUzHDatbkWwOZpGIyx6/qeteJyNvRH0HtIRV5M3dKR5TACOJGMzj+Wf0ro6qWFkLRGZsGRupHYelW67KUOSNjysRV9pO62ENIaU0hrQwG0hpaQ0ANpDS0hoAaaSlNJQA2kNLSGgBppKU0lADTSGlpDQA2kNLSGgBppppxppoAQ02nGm0AIaaacaaaAAU4U0UtADqcKaKdQAopwpopwoAUU4U0U4UAOFKKaKcKAHClFNpwoAcKWkFKKAHClFIKUUAOFLSClFAClQwKkZBGDXOrZPNpN7YpM0U0W5VYdsdOO4roqyL62e3vJLtV328oAmUdVxxn3FY1480dDqwlRQnZ9TiNKsprTW5I5Xd55FBwBxjPGBXommI0SyxtnIYE7hg5xXKanZXFhq1prdkDcpEmHjX+OP0B9RWhp/iGW9nlvVgeK3cDAY7unrjoa56LUZXZ3YuMpwsir8SbbzdEtpwOYp8E+zCvP7UsEAHc16v4tt/tnhS8AHIQSjPsc15LbMduD+de/g37rR83iVrc3rcLsAJOauK+Pk98Vm20jbM7QcHoaut8wB712HJdEjEdVzycc1Wus+vbpTyrNGc8fSo7ld0eQelBBjTKSTnqOaueFoxN4o05TzmYH8uf6VWugPM4+la3gqIv4rssLwpZsjthTSru1OXoXSV6iND4kaN9n1SDV4Y8rcDy5QP746H8R/KuQQtjLlVJx8oPSvZfFenf2p4bvLdRmRU8yP/eXmvFgqOcoM+4HSufA1LxcTbGQ1Ui7BKMqDnNbFs7cFR+vFYkDKCCQM1tWrAcd+ldkjlWxpLyuffpUiYGVJ42ntUcYA46evpTlYbh2OKgtKxUuI1ORj6Vjano8F5AyvHlz0PpW9MCRuzwKgxx60mrqwXs7o6nwBDJ/wi1ubthLPEWiBK/dUHAH5V1OABwK5fwbNmO8gzwrK4H1H/1q6mvGqQ5JuJ6tObnFSYlIaU001BYGm0ppDQAhpDSmm0AJSGlpDQA00hpTSGgBtIaU0hoAaaQ0tNoAQ0hpTSGgBtNNONNNACGmmnGmmgBDTadTaAENNNKaQ0AApaaKcKAHUopBSigBwp1NFKKAHU4U2lFADhThTRSigBwp1NpRQA4U4U0UtADqcKaKUUAOFOFNFLQA6lpopwoAp/YfJZjAAYmOWhPT3I9KpiNbWFwYWRsnapGN47cjvWyKXj0rOVKL1OiGJnFW3IJYGn0x4JcFnhKN9SK8RVTHIYz/AAsQa92FeOa9a/YvEV7CBgeaWH0PP9a9DBytJo83FLRMksRuQjPPU1dON2306VRtMqMLxurQCcZ7jvXonA0MYlVyPwJ9ajk+aHGcsOcCrLodnoR69KrtjGeg70CMu82thgR05Nb/AMPo/M8SGTnEULn88CsS4THTGPeuq+HEOLy/lwOI1XPfk/8A1qyxL/dM2w6vUR6HxjkcV4fr2nnTddvbUs21JMxqOBtPIP5GvcK83+JFh5d9bX68CVDG5A5yv/1j+lcGEny1DsxMeamcdCMMO30rXgb589utYcbYxgH8a1baQvtbHPrXsS2PMRuwtkD5gaXd+86896r2rhtvOexHpVrGHBHQ1i2WiOROCDmoMbQSOwq5KcKD1qnuHXd700yWbng2TGsX0fYwow/M12lcJ4NnVtduEHUw/wBa7uvKxK/es9TDv92hKSlptYGwGkopDQAhpDS000ABpppTSGgBDTaU0hoAQ000tIaAEpppTSUAIaaaU0hoAQ02lNJQAlNNLTTQAhpDSmkNADaQ0tNNAAKcKaKUUAOFOFNpwoAUU6minCgBRThTacKAFFOFNFOFACinCm06gBwpRTRSigBwpwptKKAHCnU0UtADqWm04UAOFKKaKWgB1ebePbUx67FcDgTRDPuRx/hXpFch8QLXzNOtbkDmKQqfoR/iK2w8rVEZVleDOKhb5EPOfbtWnHKWjHHeseFvlAPr1rUhbIA6V655b3Jnc7c/n7VFtBByePSpZfmTAGMnrVRHI3ZzweM0CK9wpdQcgH6dq7L4eRhE1B/UoOv1rjJ2IIx0rt/h9j7FesB/y0UfpXNi/wCGdGF/iHZ1zvjaw+3+GLjaMvBiZcdeOv6ZroabLGs0TxOMq6lSPY15kZWaaPRaurHgwUqqjnkYyetXrNeO/tUF7ZNp+o3dm6kGKQjJPUdv0xU9qcKCP1r3lLmimeNJcrsbluBGMjuRxV0jI4HBIqnblcBhk5HNXgCq7gcg9u9ZspXGyYK4zgVRnXDELnGOtXJMYwCKqKeGX5iM9zREGXvBo2+I5QO0Jz+Yr0CuA8HZHiGbnOYWz+Yrvq8zFfxWejhv4aCkopK5zcKQ0UlACUlLTaAA000ppDQAlNNKaSgBKQ0GkNACGkpaaaAENNNONNNACU004000AIaaacaaaAENNpxptACU00ppKAEFOFNFOFADhSim04UAOFKKaKcKAHClpopwoAcKUU0U4UAOpRTaUUAPFKKaKWgBwpwptKKAHUopopwoAdS02loAdS00UtADqyvE1qbzw5exAZYJvX6jmtSkdBJGyN0YEH8acXZ3E1dWPEYZefoa1Im6sOhrNurc2mo3FuePLkKn8DV6Pdtzg+4r2ou6ueRJWZcBO0EHPFRg+YxPfsKVTuZQTgdKCm0lR34qiSC4UEqDXa+AONOuv+ug/lXESHAAIrtvARxZ3i+kin9K5sX/AAzowv8AEOwzRSZozXlnpHmnj6wWDXYrsABbmPBOP4hx/hXOWx5xwSfSvQ/H1r52grcAEtbyhuDjg8H+led2+VfC4r18HLmp27HmYpcs7m5ZknAx0H5VpBiVGe3FZ1twVPYjFX1A2DGTn9K0kYx1EfGTVOcbWLDpjpVxsbSR6VRnBwuTTQzR8Gf8h6fjpCeR9RXfVwfgnB1i6PpF/Wu7ry8V/FZ6WH/hoKSikrnNgNJRSUAFJRSUAJSGlNNNAAabSmkoASkNFIaAENJQaQ0AIaQ0pppoAQ0hpTTTQAhpppxppoAQ0hpTTaAENIaU000AFLTRThQA4UoptOFADhS02nCgBwpaaKUUAPFKKaKUUAPFLTaUUAOpRTRThQA6lFNpwoAdS00UoNADqUU2lFADqWkpaAFpabS0AeWeNLT7P4llYDAmCyD8Rz+tV7bDRDPJxXRfEK25srpRzhoz/OuVs5CAASc9q9bDyvTR5tdWmy9GPlI7jmiUEDI69cilBJbHr+lOPyAZBPvW5zlGQk53ZrtvAfFvef7y/wAjXHTLuGcYOK7HwIMWt5/vr/KubF/wzpwvxnX5ozSUZryz0Shrtv8Aa9CvYcZLQtge45ryCIEFM+3Tt7V7ayh0ZT0YYNeMSR+RdyQ5yY5GQ+3NehgZauJxYxaJmvbDK5BJq9GxIzjjOOazLKRjGVPTrWgjNknOQfauyRxxJX7ACqdy2I9uB9KuAlhyQTiqM5JJ469DQgZr+BgTf3zkdEAH5121cj4Ki2yX7/7g/nXW15WJf71np4dfu0FJRSVgbBSUtJQAhpKKSgApKKSgBDSUpptACGkNKaQ0AIaQ0GkoAQ0hoNIaAENIaU02gBDSGlNNNACGkNKabQAlIaWmmgApaaKcKAHClFNpRQA4U6m0ooAcKcKaKUUAOpwplOFADqWminUAOFLTRSigB1OpopRQA6lBptLmgB1KKbS0AOFLTc0uaAHUtNpc0Acv49i8zQ4mHVZh+oNcDasCACK9F8agN4eYn+GVD+teZwPtJHbNelhH7hwYr4jZQEkMOh61I3zIOw6VBG3yIAR1q0kYZSoOTXWcr3IJE+RVzXXeB1Asrth3kUfpXJXJMcRGeldl4JUjQ2c9XmY/lgVyYt/uzqwy986aim5pc15p3i5ryjxBH9n8RXseQAZdwG31Ga9Wrzbx3EsOupKSQZogQPUjiurBu1Q58Sr0zNtZNnJ9PyrSjk+UsO/asK3nAOGzWpBNhsAjGOleo0eajRADcqOMdarOu4FSvIqWBstx+FFwBv4OM/jUlnQeEE22d02OTKB+Qro6w/C2BpsnqZTn8hW3Xj1XebPUp/AgzSUUlZlhRSUmaAFptFJQAE0lBNJQAU2lpDQAlJRSGgANNpTTTQAGmmlppoADTTSmkNACGmmlpKAENIaWm0AJSGlNNNAAKWmiloAdThTaUUAOFKKaKcKAHClpopRQA8UopopaAHU6mU6gBwNKDTQaUGgB1OBptKDQA6lBpuaWgB1LTaWgB1LTaXNADs0tNzS0AYHjPJ8OyAAH94nX615X5jLKWJyM16n4z/5F585/1qfzryk8sfqeO9elg/gZw4r4kbFvOpZTjNX42O3d/wDrrJt87FArRj3gAYOPU11nJ1FvGyi8Dn1rvvCsfleHLTgguC/Pua88vJB93uBzXpujp5WjWaY6Qr/KuLGfCkduF3Zfpc03NGa887B2a4r4hQ4tbO6wcI7IxAz1rs81ieLbU3fhy6Cgl4wJFx14rSlLlmmRUV4tHlcUu1jxj1q9b3BOOBxWa6FCCeDjoe1WbZuRg+1e50PH2NyGcK+CQAOhqzK5ZgfQday0fDr6Hjirqv8AKPpioZSZ1nhZs21wM8bgcfhW/muV8JyEzXKE8bAcfjXUZrx66tUZ6lF3ghc0maM0mayNQzSUUhNABSE0ZpKACkNFJmgApKCaQ0AJSE0E0lABTaWkoAQ0hopDQAlIaDSUAFNNKaaaAA0lFJmgBKQ0UhoABS02loAdSiminCgB1LTaUUAOp1NFKKAHUtNFLQA+lptLQA4GlpoNKKAHU6mUooAfSg02loAdS02loAdmlzTaKAHZpc02loAw/GGP+EdmYjIDqcfjXkmcSbiSea9d8W8+HLn2Kn9a8kVQJGLcjNengfhZwYv4kadrcQ7DhGLg5BrQWQSxlldgB1B4rHtZQGIVVXHPNWhv2FmdiOuOgrsaOQkmSPdjfz+detWY22UCjtGo/SvHCRx/WvYbNt1jbnsY1/kK8/G9DtwezLOaM03NFcB2js1HNGJ4JImGVdSpH1FOozQB4hcqIZGjJBKMYzjPUHFLbMVbntVrXoimrX0fAAuG4z75qtbYUjBOa9+DvBM8aatJo048Mc9AB0q7EMADOR6VSgYKvJyDwau5CIrL1PBFKSFc2/DDH+1flPBiYMPoRiuxzXCeGXMfiLZ/C8bEV3VeTil+8Z6eHd6aCkzRmkzXObi5pKTNJmgBaTNFJQAUlFJmgAptFJQAUlFJQAUlFJQAlIaKQ0ABptLSGgBKQ0GkNACUlKabQAUhopKAEpabTqAHUoptKKAHClpopwoAcKWmg0tADhSimilFAD6Wm0tADgaWm0oNADqWm0uaAH5pc0zNLmgB2aXNNzS5oAdmlzTc0uaAHZozTaWgDI8Vc+Grz/dH8xXkaEg++a9e8TDd4cvf9zP6ivIBwxLDvxXp4H4WcGM3RKoIfIGas+eWjIyeB3qEIQ3y4GOtKQDzgflXfY4yRGzt5xzXsentu061PrEv8q8aiAyCQcE16/pLZ0izOMfuV4/CvOx+0TtwfUv5ozTc0ZrzjuHZpM0maM0AeUeJohH4g1BsAbps8euB1rIhbk56e1bXihVHifUAE+ZypJ9eBWIUKk8cV7tDWnH0PIrfxGW0kwwXt3+lX9ymJeTkc5BrJD4HyDPbNWwxIUAHOelaNGdzotBlH9tW/TKtj8CK73NeaaNLjVLdiSCGH4816UTzXk4xWmelhXeAZozSZozXIdIUlGaTNABmjNJmkzQAZpKM0maAAmkzRSUAFITRmkoAKTNFJQAhpDQaQ0AFJRSE0AJSGlNNNABSGikoASkpabQAUtNpaAHUoptKKAHU6m0tADqWmg0tADhS00UtAD6UU3NLQA6lpopaAHA0oNNpaAHA0uabmlzQA6lptGaAH5ozTaWgB1Lmm5ooApa2vmaJer/0yavGyDmQHg5JFe13iebZXEf96Nh+leLOCszkqB83Ir0cC90cWLV7DlyTnPanksGC5AqPkchhtzmnbuMkc5r0W9DgLCjp6k9a9Y0Ek6DZf9chXk0bAdTkZr1jQ+NDsv8ArkK8/HfCjtwe7NGlzTaM15p3jqSkzRmgDzLxeNniucbzl40YJ+HWsRiQM+tdH42wuvqNp+eEMG9MVzrnKEGvdwr/AHSPIxGlVjRu2g+lTI2cnb3z9KhQFV9s+nWp0wFOVNbmRoaccXsJGOHB/WvUs15VZOBPEQeSw4/GvUgeBXk474kejg37rHUlJRmuE6wzRmkzSZoAWkpM0UAGaQmjNJmgApKKTNABSUZpDQAUlFNoAKQ0UhoAKQmikoAKSikoAQ0lBpKACkopDQAlLTRTqAFFOptKKAHClpopaAHUtNBpaAHClptKKAHU7NMpaAH0tMpaAH0tMpaAHUuabS5oAdmlptLmgBwNLmmZpaAHZpc03NGaAHdeD0NeMapGYdTuosY2SMo/OvZs15R4oh8jxHeLnl33AexFduCfvtHLi17iZjoflI44p4+YY6YqPG3PfIqRMYGeMjpXrrY8zqSpgY+let6HgaHZAdPJWvI4tpOAcgCvWtE/5Adj/wBcVrzcdsjuwe7NHNGaTNGa807xc0ZpM0ZoA4Lx2rDV7Rxt2mE54569q5cjcprrfiBEfM0+cRq2Nykk8r3rkVbK7z64r2sG70keXidKjFP3QO9CyOPk7gHFBky20dKZIfmBFdRzmhpx3XEfHRh/OvVx0FeT6UWkvrdVPWQDn616vmvKx/xo9DB/Cxc0maTNGa4DsFzSUmaM0AFJmjNJmgAopCaSgBaSkpKAFpKSkoAM0lFJmgANJmjNJQAUlFITQAUhopKACmmlpKAEpKWkNACUtNpaAHUtNpaAHUtNpaAHUtNpaAHUtNpaAHUuabS0AOzS5ptLQA6lzTaXNADqWm5ozQA/NGabmloAdmlpuaM0AOzS02igB2a858dw+XrUcwX/AFkQ5+nFei1yHj22D2ltcAcqxQn0zzXRhZctVGOIjemzgN4P4H0qQphOv0qPasbHrk1Io3Cvb6HkD4VABwOTXrukALo9mB2hX+VeRoArrk4BPNesaG5fQ7JiMExDjNedj1ojtwW7NHNGaTNGa809AXNGaTNJmgDmvHMKtoazspbyZQeO2eK4DOFMZwcc16l4gj87QL1e4iLDHtzXlAIch1bIbofUV6uXyvBo87GL3kybPI9T6UjsU465PWjHPHalYqSB3rvOQv6GP+Jpb9iZF/nXqua8r0QbdWtgBx5i/wA69Srycf8AxF6Ho4Ne4xaTNJmjNcJ1i5pM0maM0AGaM0lJQAtJSUUAGaTNFJQAZpM0UlABSGikoAKSikoAKSikoAKSgmkoAKSikoAKSikoASlptLQA6lptLQA6lptLQA6lptLQA6lzTaWgB1LTaXNADqWm5ozQA/NGabS5oAdmlzTc0uaAHZozTc0uaAHZpc03NGaAHZpc03NGaAHZrI8T24ufD9yO6AOPbFa2ar36ebp1zH/ejYfpVQdpJikrpo8fBVyATyR6URKYyc9femXQ8qVgmeGoS4ypD8E9+xr6CLPFasW1HzLkDFem+GZfM8P2vP3VK/ka8sVnMfyg/XOa9K8Hknw7Fnrvb+dcWPS5E/M6sG/fZv5ozSZozXlHoi5ozSZozQBHcJ5ttLH/AHkK/pXjuNrFXkDEEg47H0r2XNeQXcRjvbnKxgCZsbe4z3969DL37zRx4xe6mRf6ts54NPZR5qsMYx+dMf8AeKNvrTwf4T1HFeqebZGjo7bdUtR38xf516jmvMNJAGpWpP3vMX+dem5rx8d/ER6eD+Bi5pM0maM1xHWLmkzSZozQAtJmkzSZoAWkozSZoAM0ZpM0maAFzSUZpM0AFJmjNJQAUlGaSgApKKSgApKKQmgApKKSgApKKSgAopKWgBaWkzRQA6lptLQA6lptLQA6lptLQA7NLTaM0APoptLQA6lptLmgB2aM03NLQA6lzTc0ZoAdmlptGaAHZpabRmgB2aRxujdfVSKM0UAeQ3YAZjnJHB+o4qrtGByM564rRv4xG9yqfNtnbfg/d5NUgu5VYmvfpv3Uzxai95iw7RIPTuBXofg+cHT5bcZxG24H2P8A+qvP41xMq/wk12XhL5L6fg4kj4J6HB7fnWGNV6ZthHaodjmim5ozXjnqDqM03NFADs15RrKeXqt8hZT++Y4A5HNeq15l4jQDxFergcsG4GOo/Wu3Av8AeM5cWrwMuI4BAPNSxrkcnOT6VGq/PkVOoYDPWvXPNNLSQP7TtR1PmL/OvSM15xpBCX9uxznzFz+deimvIx38RHo4P4GLSZpKK4jrFzSUmaM0ALmkzSZozQAZopKTNACk0lFJQAZpKKTNAC0maTNFABSUUlABSUUlABSUUlABSUUUAJRRSUAJS02loAdRSUtAC0tNpc0AOpabS0AOzS02jNADs0tNpc0AOpabmloAWlzTc0tADs0uabRmgB2aXNNzRmgB2aWm5ooAdmlzTc0ZoAdRmkzRmgDzbWre7sdQvpDah4pJCdzQ8Y7HI61keciOoNuAM4OGK16/IiyxtG4BRhgg+leLv4e8WLfXEFk8slt5jLG7TD7ueOvIrrjjeRJSMHhHUb5S4LhkcNHAmM4ywLfqeK2vCmqW/wDwlCQPdJJcTxsAqtuxgZ7cD6Vh2/w117UJgup6rHChGcbzIT+HArTm8I6f4T0y4v7VpZb62USRzOeVKnJwB0z0rGtmEJrlRtSy+cfffQ9OzRmqmmahFqmmW19Cf3c8Yce3qKtZrIY7NJSZozQAua858TkjxDdfLwdpzn29K9FzXmfiN3k8RXuZAiggAOuM4HZu9deDaVS7ObFJunoZ8aF1wM5qWMGNyC24e9SwW0gIKoXVlz8pDfypfJkdhiGTJGR8pr2FJHmWfUt2CH7XAc4IcH616OTXntqjQTQyS4j5AG84J5HQV6BmvKx3xo9HB/CxaSkzRmuE6xaTNJmjNAC5pM0ZpM0ALmkpM0UAFGaTNJmgBaSikzQAUmaKTNAC0lGaSgApKKSgApKM0lABRRSUAFJRSUAFFJS0ALS02loAdRSUUAOpabS0AOopKKAHUtNpaAHUZpuaWgB1Lmm0ZoAdmlptLQA7NGabS5oAdRmm0uaAHZozTaXNAC5pc02igB2awnU2+quuOC24fjW5msbVmxdwkdQpyfxrDEK8DpwjaqWNWPDYNZWs20VykkMozHKpRgPQ9a0LLc8Iaq1/yDn615yZ6zWljN8EWk+m6LPp0xLfZbqSND6rwR/OumzVWyA+zKw6v8xPqasV60dlc8KXxMdmjNNoqiR2a4fx0ml6bAl9Pu8+eVYwgbhvU49q6zUb+DTNPmvbl9sUS7j7+1eI6hJrHjG8m1VeVEnl20Oew7Dt/jTVR0/eTsNU+d2tc6O3EbyLJEblcnkGLcCMeoNWm0y6aMMAcbMBvnHP5Vzlj4t1LQisN/pZOw4ywaMn9MVvn4oWk0CIdPnTA5xIpFH12t0SZo8Fh+7Rs6HoclxOZXlVViYZyp3Z6967bNcN4J8TnXNXvYUg8uFYlfk5O7OOa7jNOVWVSzkZOnGm2obC5ozSZpKkBc0ZpM0lAC5ozSZpKAFpM0UlAC0lJRQAZopKTNAC0lFJQAZopKKACkopKACikooAKSikoAKKKSgBKWkooAdRSUUAOopKWgBaWm0tADqKSigB1LTaXNAC0tNpaAFzS03NLQA6jNJmigB1FJmjNADs0ZpM0ZoAdRTc0uaAFzS5ptGaAHVi6gd963+yAK2c1hz/ADXkh/2q5sU7QOzAq9S5p6c/7gqeo6VW1JsMKfaNgke1R6ghZQ/vivPPWa1LtkR9ji/3asZqlpr7rMDupIq3mvXg7xTPAqK0mh2aM03NGaog4T4hm61K50zQbVtpuWMkh9FH+TVi30WLTLe1hhTCR/r71e1WFI/GelXTj5ZIJYR/vDBA/LNajxBsZHvXDipO6XQ9LBRXLfqTxpFIUjkjSQH+F1DD9aiv/D+iTMGbSbMnHJ8lR/KpbaMvdo3Zau3CEg4rl5mlodTSb1Rk6ZZWlncTC0tooU2gERoF71qZqnacSzj/AGh/KrVenR/ho8nEfxHYWjNJmkzWpiLRmkzRmgAzRSUZoAM0ZpM0ZoAKKSkzQAtJRSUALSUZpKACjNJRQAUlFJQAUUUlABRSUUAFJRRQAlFJS0ALS02loAWlptLQA6ikooAdRSUUAOpc02lzQAtLTaWgBc0tNpaAFpabS0ALmlptLmgBaWm0ZoAdRmkooAdRTc0uaAFJwM1jBdzF/UmtO4/495OcDHJ9BWAniHQ1Rv8AicWQI4IMlcmKTdkj0MDyq8mzRikCSjPQ1buIxJET3xXLy+KtAjB3arbnH90lv5CmR+P9ARNrX7H6Qsa5FTk+h3ucN7nSae+yZ4yfvDIH061o1zNjrum6liXT7uOWSM7io4YD3U810gORmu+g3yWfQ8rFwSqcy2Y6im5ozW5ynE/E24lsdI0++t22zW94rofwNbGga7a+IdKS8t2AcfLLHnlG9D/SsX4qjPhND6XKfyNcl8LJpDrtxApbyzAWYA8cEVhiIJxudOGqOMuXueyWRxk5wSatTthc57VQibEgHapLqf5G+leb0PU6le0IM05ByCRVuqNh/wAtT7irma9Wj/DR5Ff+Ixc0UmaK0MRc0lJmigBaTNGaSgBaTNFJQAtJRSUALSUUlAC5pKM0lABRSUUAFFJRQAUlFFABSUUlAC0lFJQAUV4P/wALE8Vf9BT/AMl4v/iaP+FieKv+gr/5Lxf/ABNAHvNFeDf8LE8Vf9BX/wAl4v8A4mj/AIWL4r/6Cv8A5Lxf/E0Ae9UV4L/wsXxX/wBBX/yXi/8AiaP+Fi+K/wDoK/8AkvF/8TQB73RXgn/CxfFf/QV/8l4v/iaX/hY3iv8A6Cv/AJLxf/E0Ae90V4J/wsbxX/0Ff/JeL/4mj/hY3iv/AKCv/kvF/wDE0Ae+Uua8C/4WN4r/AOgr/wCS8X/xNH/Cx/Fn/QV/8l4v/iaAPfaM14F/wsbxZ/0Ff/JeL/4mj/hY/iz/AKCv/kvF/wDE0Ae/UteAf8LH8Wf9BX/yXi/+Jo/4WP4s/wCgr/5Lxf8AxNAHv9Ga8B/4WP4s/wCgr/5Lxf8AxNH/AAsjxZ/0Fv8AyXi/+JoA9/orwD/hZHi3/oLf+S8X/wATXt2hXM154e0y6uH3zTWkUkjYAyxQEnA46mgDSopuaXNAC5pabRmgB1FJmjNAEd1GZrOeJerxso+pFeJaH4K1TxBHdSW3kxi2cxv5rYJYdQK9xrFubHVNMe7uvDsltHJdHdPbzx7kdsY3Kf4WxUyvbQum4qXvbHms3w71a2jtWee3zcPswCTs4zzVUeBNak1NrC3SOeQIH3q2Fx6ZPf2r0M+Ori1mji8QeF54o41wptcsGPfOe341nxfEG1t9flmh0u6NhIFEagfvFIHOR3rBe0W52JUJHIp4a1zwz4h0431pJAXuERZUYMpyeRkeor2visiDV18RsjRWF3FbI4kaW7TZuI6BQeevetbNbQvbU5ayipWi7oWikpM1Zkcb8UAD4QOf+e6f1rD+E2nlYr/UWGN7CFD7Dk/0rc+J/wDyJsh9Jk/nWr4K0wad4YsIduH8oO/1bk1hiJWhY6sJG879jbQbWJ9BVK7k42/nWjKwjXFYs8m+QmvNPXSLWnNzKPXBq/WbaHy5Ax+63y/j2rRzXp0JXpo8bFR5arFpM0maK2OcWikpM0ALRSUZoAM0UmaKAFpKSigAzRSZooAXNJRmkoAKKKSgAoopKACiikoAKKSigAoopKAPmCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvpLwx/yKejf9eMH/oAr5tr6R8M/wDIqaP/ANeMH/oAoA1s0tNpc0ALmikooAdmim5pc0ALmjNJmigBetNCJnOxc+uBS0UAOzRmm0UAOzRmm0UAUdZ0qHW9NexnOEdlbOM4IORWRrfjPT/DQFpzc3W3mGIgBfTce1dDOC1vKq53FGAx64r5/trG+1LVBZW8Ly3kjldp65HXPpWdSClqzejVlTuo9TsLj4m380jN/Z1uqnoPMao1+IkvHmaYhI/uyn+oqx/wqjW2spJllheRFyI4znJ9M1D4Z8FadrNvNHdXs8eoRkq1soCmM++eTXO1StsdUZV+5eh+JNn5KxzabOh3A71lUgD6Yr0eORZY0kQ5VwGB9Qa4R/hVp8qxBdTuY8gq5ZFb5h/Kuy06A22m21uz7zFGE3YxuxxmtaDg01A58RGomnMtUZpKK3OYXNJmjNJQAuaM0lGaACikooAM0UmaKAFzSUZpKAFzSUUlAC0lFJQAtJRRQAUlFFABSUUUAFFFFAHzBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX0h4Z/5FTR/+vGH/wBAFfN9fSHhn/kVNH/68Yf/AEAUAatGaSloAWikooAWjNJRQA7NGabS0ALRSUUALRSUUALRSUUALXNahoE1lq669oaRi+AImt34SdT1Gex966Sihq402ndGQvxFsbGNkvtK1a2uMYaPycgfRgcEe9edHxDef8J0/iGx0+TDuAYMEl0xjBx37164QCvIB+tIFVfuqB9BUKlFGssRJ2Ktn4i1LU8NBop0yFkw8lywLk9iqj+Zq0OABnPuaKKcYqOxE6kp7i0UlFUQFFFJQAtJmiigAopKKADNFFJQAtJRRQAUmaKKACiikoAKKKSgBc0lFFABRRRQAUUUUAf/2Q==",
"path": "030316.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030317 | Women Tops & Tunics | {
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",
"path": "030317.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030318 | Women Tops & Tunics | {
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",
"path": "030318.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030319 | Women Tops & Tunics | {
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Nk4+grlo9amiOPLx6e1SC5v74hURsHuOBQBsXV5CvN3LJdsOdpICD/gNTWssktr55URq3+rQDG0f/AF6zbfQLmSQNdyDb1bB5PtW75fy8DCLwAPSgDJkG5tpGCTWrY28cMQbqT3rLnYG6ABzg9Qe9akBcR5UAnrigCaVkkmAXGSetTsT0HI96oW0jSSlmU9a0F6Z6GgCnMC3AUA+uKrMkgGTxV6b5ieOPSqxDhccn60AEWqLCNgGXFaEN4twu2RV56gjIrHa02yb9uDUAa4F5t2kAUAY/xF8KR3emDVbC0QXUDZmEKYLx98gdSK8iFfStrK+wE5NeY+PvBKWwk1rSY8Q53XUC/wAH+2opCZ5xtFNp24U2gBT0FJSnoKSgApr9KdRQA1vuimU9uhplIQ7eaN5ptFABRRRQAUylPUUlMZYooooAKeDzTKcvSgBacnWm0UhBTt5pM+wpKAJqb8/tTqKooKKKKACtPw9okuva1DYJlYz88zf3VHWsyvYPhtpEVloK35Gbi9O5m9EBIUUAJZRmKd7fGFj+VVHYDgCpVPl3Rhb+Loas6pbyWeptMBlX56d6o6iS0aXAXDoecelAF7Srvy9Rkty3PVf8K3L+zS+tfujI6VxNzK8U6XSDGMMCK7HSdVhvFAUj5hnHv3oA5wGTT7oEZGDXUaffi5iBzk96i1PTo7hSQAD3rD053tr3ymbCZxQB1NyiPGeK58oEvBjGQeRXQ43Lwaxr1CLjd0NAFfVrUXFqRjt6Vg6BK9hqoTJ2bq61QJIe3Suav4hbXqyqOp7UAdzKgcDHRuh9KrPEJV8pjhh90+lS2Ey3FijdcDBp7BW+83sG/oaAMSRXQkNv3DtjFV5rgJGWJK+/Fbc8aSjEw2kdG9KzZNNYSM8wWRQfl29B+FAGBPHcXEnylo0PIyOamg0JmO6SViT3rZ2p0wMfTpUyFQMA0AUobGG2HHNWwPlAAOBSvtHIIx70gkzwDx9KQgUnO3bkH3qrMqxSAkgA+tWmQAgj9KWZd0fzDOB6UxkMUMM3JOPep/sULg9HPqBVSEbxxkfTih7pbMHa7s/oW4oAsDTLWLmZRj3qWGaISeVboBjqQMACqCx3t988kgjiPcj+XrV5IkWPyoQNg5Zj39yaAHyS722qRgc/SqNxeYO1fw/xq22xIwq8oef97/61UrqxXy3mLc4546UAZzSEz/Kcfh3rpLBP3Iz1PauXiUm7/lXWWYMcQDAfWgBPJSIuQMZOTQxAGd360+dcg5qqIt3TrQA7hpPlz9KtRQDqwohi2jJ61IzhR1oAHQEEBc4qtKiHkoAR7VL9sjiiLMwwax73VBMxVOnY0AXRcCPIz07VFJMk2YjzHMCjA9MHg1jm6O7G79aI58EHdigDxe4t2s7ue2kGHgkaM/gSKgrtPiHo5tdTj1eGMiG++/6CXHP5iuLpCCiiigAopT0FJQA1uhplSH7ppn8X40hCUU9vuimUAFJuFLRQAU09BS7hTSc0AWKXvTFbNOpjCn0yl3GgB1FNBp1IQm4UtJ2oBoAWpVbNRUUASbxRvFNTrTvurTGTWluby8itxn5z8xHYdz+Ve6eHrmJrKKGEBVRAiqOwHQV51ougNYaYLu5Qie4AIBHKL1A+p610OmXps5Bg8Z5oA7y6gS4gwQOK5q6QLIYmGM9q6Ozuo7iIMrZytZuvWuYfPUZdefwpjMW1tluYpLZ1w65x7iqlg8mmX0kEnQHIq5ZXC+fFKD04I9R3rR1bSBdslzD3GDSA2ElW6iwCBIBz71zOqxyW96snvmr0C3Nu1u4zjbsarGpwfa7PJBEi88UwL+n3AntVbvioNQgBUuDyOcVU0KXarQtwV7YrXnXdGQBzQBk23C7fyrK1xCCG9DWrja+TnrwKp6qgkgPrQBe8N3Kvb7M9K0rqFxl05BHI7VzHh+XyrjaT1rsC4ZaAMoXBA2uhkjHccsn19RUseQN8EgaP2OahvISrllO33FUmlKSB+Vf/AJ6R8H8fWgDVZYpRhlCP6gVUkgdDkYZfVaiS+m/jjWdP7yna35dDU63kDHiRkb0lQr+vSgCJSpGCSPqKaPlPBz/KrwUyAFMSDrwQaiaFhyYPw20AQZZumPpmmfaVQlSRnuCatJDk5+zkEf7PSnm1PB8lB3yQP8KBFDyZJf3kRAQ/xE8VNHbQwlWYeZJ6kcflU5eIHbJMGP8AdT5z+QpDKR90CMep5b8qBiybjgucA8KMZJ+gqu8kh4KhV7IOv4mpIhyWySx6sxyTSYzId3I60ALErN87nn0x0pb1isLYx0pwIUnHT0FVr5/3Jznp0xQBhWfN8Cem7H0rtYV/dr0yB1rjdPwb7aB1PeuziGIgCe1AEM656fjSRQoDxmpH/wBZTC+0delACyzpFEST2rndT1FhIqqSM8mtWUPNkDoVrHvdNmaPzVGSOAKAKst6zREE/eGKrGZpGCRdTxmpk0m5Y7puP8Ku2VikUwHOaAH2mnAQlmGSR1NW7fTFLhm/KtBEG3inRxN1DY9qAMrVdNh1nT7jSbrhJhmNv+ebj7rD6GvC76zn0y+nsblNs8DlHHv6j2PWvf8AUP3WJiTkHmuI+Iug/wBoadHr9qgM1uoS6AH3o+zfhSEeYN1pKXcaSgBW60lFFACcMKZ/F+NSUxOtIQ2iik70ALTdxp1MoAD1ooopjJl29qVmxUdFIQ/eKdTU6U6mMKKKKACiiigAp24U2igB9db4I8PDVr/7bdITY256Ef6x+w+g6msnw14cuvEmoi3gBWFSDNcY4jX+pPYV7rp+mWmmWMVlaxBYYk2qO/1J7k0AjJvrQ3VuyBgCORkVzE9tNbkq42mvQnt1Y9Bn1qje2CyxEFBIg7EdKYzG0TUiiqpOCDXWfJdW/qrCuGn0yexk3REtFnPHauj0e7EkO3d06g0Ac3dxtp988RyBnK11Wi3a3FptYg4GRnriqXiKy+0Qeag+dKxdF1D7PdBGYoDxz0oA7WWFDHkYGDUMgxH6Cp4pBLDnOcjPFROgYUAVo4YxOJV+/wBAc8VfY5XriqgKK3tVkEOvFAFGaLDHn9apXa/uCOenetOUCqFyv7o9/YUAZOnAreDB712CNmIH2rlrFB9o6100X+rAz2oAinYDjPBqm6qcEDFTztzg1BSArtCnVV+qk/qKXfKq/KCR6E5qfg9BT1jB4wR9KYFI+TnLQKD6j5T+lTIUPERm/CY/41ZNuoHIFQusUfO0DFAAFYD5muNvvKajdIu8W4/9NHJprncPlP5Gm4bj5sZ9aAJN8n3UCxj0Xipli6M23fUS7x1I+oqyrZWgBD9Bj1FCgA84pWPHSkyCOFPFACggEmqmoMBC1WQST0Iqlqb/ALkk8e9AGTpW4ahj3rtU/wBWO3FcZpij7apBGQa7UZ2D0oAqPKI6qPM0khGFH4c1HqckokwjfIetQ2u5lJI5HqaANeMAAryePSmbwkSZGQRmnZ+U/wC7QVxGq+1AFdiHHyjFQLEqyg55qaRX5C8VDAg3YZvnFAF1/wDV8GoUuHQ8klKnccDHSqUyHqDzngetAF24iW9s3CnnFc9Z3Btpmt7hA0LAo6HkMpGK2oZniwTkg1ma1bBJBcxjKnk0AeTeLPDj+HdUITL6fcEtbS9sf3D7isCvbZ7KDxDoc2lXJwJBmNzyY3HRq8YvLS4069nsrtCk8LlHX3/wNIRDTWbFOpr9KAE3mm0UUhBRTdxooANxpKKKYxCcUm8UP92mUhFiiiigBVbFO3imUDqKAJGbFJvFMpVXNACUU7YafQA3+P8ACtLQ9Iudb1SKxgGC3LueiL3JrPijknmSKFGkkdwqKgyWJ6CvVvC+iHw/E0LoPtbDdK34cL9BTGdNYJYaBYx2NigSKMcn+Jz3YnuTUsutCMgqePcVnMY7k80osFkUAkjmmMujxFCJcP09RV+31O2uuFYZ9M1iy6REYyGHXvisqawubI74txUdxQB2TRQyo6YGGrNSzFvd7lJXngisiDWpkUFskg8GtWPUkuwHjPPdT29aAL9x80RDkEEda5G9tfKnLAAc546V1e9ZYiOOn51gXKj7QUwOtAGxpFw5tcFjkKcU6a6de5qrpymPzEz0B4P0q4bYPGCqCgCut0Sfmc+1aFvMHHXNZ5tTj7wBFS2x8uQjcKAL0m0hs1nXP+r9ferxI71n3RCr3NAENgP3/b61vg4UetYumqDLnFbB5U0AQS5YkHioQDnrmpXIBOSKAAxyKAFWMHaStPJSPtSEqBVSV+c7jg0ASSToD0P4iqzjLZHNOC7uvOafgKOV2j3oAERCO2fYUrLgE7aevUYbINLIDjrkUARIy5ABBJ6DFTAbO2K4rWvD15P460HW01Hy7K13xyQliCzNwAB0Oen5V1uq3kmn6ReXkcRme3geVYwcbyqk4/SgC07Hjpj1rN1jXNM0C1S51O7S2hkkEas+eWPQcf5FZ3gfxHc+KPClpqt5bLbzTFwUUnB2sVyM+uKh8aaHpPiODTdL1TefNuwYdhwwKqzH8NoI/GgDqFO7DDBBGQRVLVP9Sc1oxRhQAowoGAKz9VD+SeOntQBj6WFF2MZDZ6YrtkOE9eK4rTsG8HbnvXZLxEKAMy9jy3TKk9aqQgxEg8DtVi+jkEhKM21u1RwkPCAcgjjnrQBfVsxyDOflq06AgYrOVyFbntV9W3RqfUCgCKQHB71WjB8w5VR6c1ebviq+xt2SMe9ADWJPANR7XPAHHqatbV6lue1MLoOAeaAGRwjoake3jljMTDI6VEzuciMc+tVpJrmNxwTmgDPu9OlspPNhyUHPA5FYHjHQE8R6b/aNimdTtk+dB1njHb3Ydq7JLmYriZQR/KofKVZhMhKkHORQB8+Ag/xGjea9A+IXhRbd21/Tox9nc/6XGo+4x/iHse9eebhUki0m4Um40UAJRRRTGFIzYpu80hOaQhKKKKAJacDTaVetMYvelpueadSEFFFLQAu80bzTaM45xn2oA9W+HHhyG0t11q7jBuZh+4BH+qT+99TXcXFhHcT+fE3J4IrlPBHiWx1SEQRSDeij90eGXA9PSu02hSCpwaZRmNYbSPl6VJFBnCjj8a1HAk+8MH+8KRbLByGB+lMCKODIAbJoNpsb+8nfNXduOCKlIzQM5660K3lkLomN3YdKy5dFubaQtATxz9a7UD1ApMIeCBQI5CNrkR7jGUdV5BHBqKYCedWVcHNde8SZ6CsLU7NI7iN4htz1xQAlsv7tmIHmBCKmglOSGIFCFEhJfvgGq0rvkFFytAFiWZIzzknpxUCMC2Rn6VLhmUEgc96jIMfTJNAFoMQB0qldHnGKsqSQMkc1UucGTGTQBc09CFXNX3+uKrWahY1qaVj04oAhK5ORTgQBSD1Jpjt1FACOc84NNRATntTUUsfvVMEA6j6GgCWNCOijFSXKZiP+FVg2JMbq0VAaLGc8d6AMtGOcHNJIepqWSMRsQehqKTgDnrxQByvjuea38Fajd27bZ7ZBcxt6MjBh/KrNp420298Bt4n8wLAluXkjzysgHKfXPH4io/GqeZ4F1xOcmzkH/jtfJiyyLGUWRgpOcA8ZoA+tvA3iCz1/wdYXkckaOsQS4QHGyQcMD6c5P0NcTb+NofEXxt020s5Fews4poY3B+WSQrlmH5AD8fWvABJIikLI4B6gMRmruhavcaFrdnqlsf3ttIHAJ6juPxHFAj7Jv71NM0u6vpEd0t4mlKqMkgDOBXOaF4lXxf4Ug1hbaS2ExZfLY5xtYjr3HFclJ8aNM1a3s9N060uBfX88VvIsygJEGcK2T34JxivQ3tINN09LWzgjgt4VwscahVUewFAzP09f9KHbnoa7CMnycZ7V5LaTa9cfEeCW1ZH8PeSVkfcNrNznbjqc4H5160hxCvfigCncMS3PIqnLCGOcknuM1ZlfJIIFVZJSORQAmdqkHjHatGJv9EXPYYrJM3Y5rT0xxNaspPKtj8+aAHidV4NSrIjdDn1oFmpznNQS2kiZZDj8aALGwNzmmPECQDz9Kz/7QeH/AFwPHUgVPFq0UgAAOaAJ1gcH5W49Kc0UvBKgj2pg1EAE7CfenLq8OBk8H1oATyAw5HNMe2I5A4PatCKdJh8uOKl2L6UAUYrGExOssYIkUq6sMhgeoIrxbx94L/4Rq6W7sUY6bM318l/7ufQ17qUJOQa898ceO9FtrG60gRLqNxKhSSIf6uM/7TeopAzxmimr900m80CDeaaSTRRSEFFBNN3GgB1Mpdxo3GgCeim7xRvFMY6lXrSUUAPoplOXpSELRSE0fjQBEY3jlWe3keKVTlXVyrA+xFegeCPiFrcmrW2j6qq3qSZWKfIWUEDOCejZrhaimj3gYyHHIIPIoA+nY76A/fJhP92UbatQuso3hlYexzXzdZeP/FukQCBL9bq3AwEuoxJ+GTXovhf4hWniSyMJRNP1mIZaJPuyj1Udx6g0yrnqROOvSmNKApK1zVt4pSaMx3EYinA/4C30qP8AtZ5ZGKvtcDP1pgbsupRJsy2CaY2oRHgsAfrXOTSPeRZVsyZzt/wqGISH5QTQB0hv0zgvk+1ICZpORkAZrPsdPZjulJ+lbscKRR8YoAot5KsIpcfQ1K1rE0eUArI1WJorwO+QhORWvZsPKxtGB70ARLGCu3oR3FMaHHb8TVtm2yZIocoT60AUiNvX8hVThp1q3LgA9KhgXMuQwoA0IMLGBmkkweeaUErxUTuPSgBrkehpgNNO4nOeKkUAd+aAHIpXtx2xT92BSoVK56+1RSIeoz+dAFO5usTDC8itiwl8yEHYawLlSD8xAFaOlzAAKD+NAGhcY25Ktx6DNZ8mGyO9bUiqw+tZVwgiflQPQ0Acv40kWDwNrcrAYFnJ1PtXySOgr7C8RaDbeKtCudIu3mhin27nhYBhggjqCO1eGa/8EvEGnPJLpckWowDkKPkk+mOh/OgDzA9KYOKuXunXmm3DwX1tLbTKcFJUKn9aqY4poTJ7W5ls7uG6gYLNC6yIx7MCCD+Yr1Sy8beJ/iRqtronmJZ2hXddvbZDMg65PbPTHvXkYr6F+DvhhtL8KvrEwAuNRO5MjlYh938+T+VJgjtdLhitJILWONUijAVFHYDpXZxn91g+lctb5Mw5GQeuK6aEkxJn0oGVZowzcLVSSJ8MqqPzrQlAJ5BqvINp68UAVILCSU5bkVatMWN40EvAkTKn3FWbV/mxkYPapL623x+aPvx/MCKALMUqN0OQan7etclNqk1uSM4Iq/pOu/aSI5yu7oGFAGtLbRS8MuPwrLn0aIt+6cxt+lbbKrioJF5wvSgDHj06aJ8+blO9Ld6WjwtIDh8Zx61ouSoynNVyZAHJkC4GcntQBhw3t/A4/ct5Y44FaN34osNKsHutRnSFAOhPJPoB3rgfFXjm0s55IdOZbi7B2tIrHywf6n2FebXt/d6ndG4vZ3mk9zwPoO1K4rnX+KfiTqOu7rXTt1lZHrg/vJB9a4ccClopCCiiigAooooAKZT6ZQAUUUUxkrNmkHUUlFIRLTd4pN5ptAEtN3imU7eaAHbhijcKjqWmMMml3GkooARgD1qjLFJDMlxbO0c0R3K6nBBq/TSBigDsPDXi5dXP2TUNsd8F4wMCXHce/tW/BqTwzOjsSrDbv64ryG6hdGWeEmORCGVh1BHevZvBFvbeJfD8V6wALOY5/VXHWgDqtJsPOgjPmhRtBB9a249PtwNyqpk7nOc1zn2b+y5DAl2xgXoh/h9h7VCuoPJNtg3M+cDk4FAzrAADhVA9ccYp91OlrAWwM9hVawicKu9ix9/Wr7xCRGV8HcMYpgc/er5tuJi/mtnkentVnTZgY8HgDsaJNPXDBMg5/Cm2yyRHEihv9oDBoAvSgMM1XfITgmpC4I9f51CZdpxjIoAruecdvWpLcd6xtf8AE2keHbfztUvobcE/KpPzN9B1NYuk/FvwffXUdsNQaF2O0GeMoufrQB3bv+75qncPgcE88VaZ1ZdylSpGQR3qBhuBBIAPekBHDk8nP4ipHfahOCw9BQgCAdTilYBs8UAU/D2qNq1o8z2U9m6yNG8E64IIPUHuD61p3Mf7ssDhQK81svHeonR9YuJIbc3enat9gVVBCuDIqg9euGP5V1niDxfY6VoeqzQzR3F9Yqqtbr1Er/cU/UkUwOT8Z+MNMt/Dupi11ZEv44SFVWw6uenBrS0DxNZlbeNr2N2KrlxnDHHr0rnfEEOp3nhUxeI7CybUp9UtrVJ44dodS8eeTk9dy/hXUziGxi82ONEjiXJ28AACgD0G1kEsYZTuGKg1Bdls8oUNtUt+VcTpPjWWy8DXHiLUkiMaxG4hijBUlT9xCSTljkDPHJ6VtwXesHwVdXeuC3S8Nm8zx2ykCL5SdvJOSB370AZGg+LIr/TNDkukEN1qsbPEiAleBk8/SulyPevNtGt2i1D4eWnAEWkyTMoH8QjRc/8Ajxr0C81G0sPs6XMyxNcSCGJZDje5BO0e+AfyoAh1HS9M1q1NvqdjDdxn5cSoDj6HtXmmufAvSbwl9Gu5rCTPEUh82MfTPzfrXZWvieNNV12HUp44bawlh2yt8oCyIpAJ9dxP6Vm654i1k+KJLHRpIEt9PtEu7oyJvM5d9qRL6E+vvQB4xq3wh8XaU3y2KXsZ/jtX3YHuDg19J29mljpFpa26eXFBCkaJ/dAAGK0sbqqXcbMny0AZkRIuweea6SE/ul47VxOl61YatcTJYXUVxJbuY5VVuUYHHP5V2lsT5C0AI5JPSqV23lsrE9eDV1/vY61j6nOsUYABBHJoAlt7oRZbJKDsBSxeJCL1ISgMROGJ61n2GL1mXdjjNY93vtNUEecsTgZoA7rULCK5iPygtjKt7Vw9yX02/UgbRnBrvrRmbT4t5yygc+tcx4r012UTwqCQc5FAHQaPqYuoQjkbl4z61qsoZSCMivNtNv5beZJTkHOGHrWp4t8cweHNJjaJPPvpwRFHn5V/2m9hSA0vEOtWXhu18++u1VW+5H1d/YDvXjvijx9qXiAtbwE2lkeNinDOP9o1z+p6jeaxfSXl/O008h5Y9APQDsKqUCuIBiloopCCiiigApO9ITRuNADqbnmhutJQAu40lFFMYUUUE4FADu9LTdxp1IQUUUUAFFJuFG4UALRk+tJuFG4UALRk+tJuFG4UAP3mjeabRQASfMCKveFfGN74Sup4FP8Aod0wMg7ow4DCqNUryAuPl60AfRFjotzc2cc13dMJJBvYAcjPPJqRms9GKJ1bBOTXiC/ETxglusA1BdqjAZohmsjUvEmv6jF/peqTkei/J/KmO59E2fiS1mvxbyXHkqDjgZyfc9q6gkx8hywPXJ6V4D4JsHtPD8LksZbpzKxJzx0FeoWt7c3AiiEhJwM80DOgm/1r8kAn1qsikSk7yaq3XnSyEKrbfXNFshQ/Mxz9aYF/Jx94H8K4P4h+O4/B+nERFJdUnU/Z4scL/tt7D9a67Ub2HTtPuL65lCQ28bSSMewAya8l1fS5LnwBr3i7WIQ2p6lB+5jf/l1gJ+RQD0OOT7mgDK+Eup2XiHxRfnXoxf6vIvmwXE67gFH3lA6Drnj0q98dPDdjaafp2s2ltDDJ5ht5RGoUOCMrwO4wfzrmfgbGG+IDN12WsmDj6Cu1/aAuxF4e0qxGC81wz++FH/16BGt8GNdn1XwT9mndnksJjAGY5JXAK/lnH4V6OW7bR+VeX/Aawa38FXV0wYC6u2ZcjjCgL/MGvUXB69qBjVOAeAfSlEgBw2MVmwa5pE2ovp0eoQSXifehWQFh+FX2XuAMfSkI8TjDR3fjRIwWSDxFb3DgDO0ecDk+3H6V1NloI1XU/GdrqjPCtxdQXEFzGMbFVAUcE8cFefcGn/Dq3XULzxdq+3Ed5qsiRkDh1TgEeoyT+tdjNaRXUEtpdDzoJFKOjcBlPamM4e9fUdZ8M6fc3k/2uOPXYPs90UCNPCHCq7AcZLk4I4Iwe9aGtWrmzurTdJmWNkXPuMV2s1lbXNh9laJfIAUbBwF2kEY9MED8qqarZrNGWAUn6UAeUTzvqHgfTLNUPlQ3Fql9GynKKjqGH4MBn2BNdJfz3q+I/HYYyMt5oKy2UIcncFV0O1fXI7eo9asND5TMjRqFbO4Y4NdJoTWs11FNNbxtPHG0SSFeVRsbgPY4H5UAYNvAR428JFVItRoUirIOjN8hx+Qp/wAR7aaa38PvAhlFvrVsz47KdyZ/AsK7VNAs4/sDQ7gbHcITnOEYYK/Tp+QouYVVjwD9aAPG/EGl6lqWpeMopIJksoZLW6QCPInKAcD1GF5xXVWKR6P44vbue3eSy1W2t2t50iLhZEyNhwPl4KkE8e9diZFbJZMZ61LHgLgcgUAOTOwF+CecelVdVmjt9Nup5DsjiiZy2egAq6o3Vy/xJvPsPw81ubdtJtmjBz3b5R/OgDwr4RNd3PxAMqTbQYZJJx2cEjj/AL6INfUFkcQgcYr50+CNjvu9WvivKIkKn6kk/wDoIr6C07/VryTQBbdQZMZwaytTgEsRTIzjuetaF5befHwxUj3rG1Gw+1xKDLiVOjA/zoAp6QXgu2V+D0x6Val00XGtidh8sabvxNYq2t3Y3QYkt7jpXS6ZqiSiVfKVpWYAc4HSgC5Nex2flQvkAjqOgFTR3tpf2+0SRyE9cHNeefE201aXR3kkJEETK37jIUp0Oa8rsb2+0yYS2N3LA3+w5wfqOlILnu99pZiu/wBymQ3p615J40naTxLc22TstT5I+vUmrNt8RfEkBG+eCXH96P8AwNc7fXs2o3095ctunuHLuemSaBEFFJuFLSEFFFFABRRTKAF6UlFFMYUUU3eKAF59qOfam7zTaQiWmP1ptFAEtFFFMYU7cKbRQA+im7jSUhD6KZRRYBxNJuNJRTGLuNLuFMBzS0AFFFFAEZTnpVO/4iIrQrN1PgUCPZdLhSDS7YKuMRooHoABXYaVaG108TMu+aQ4HtWH4fWG70izl25LxI34kV0s06QlE7InT60yiV5ZCmDhfpzUEbfvAS5NVzdF8heeetTx7ieePrQBheMoTrF1o/h7BaC7nM94OxgiAYqfZmKD8ay/i1L5Pw51FdoUHYgA/wB4V0zafIfEkeoHDJFaNApzyCzgnj/gIrjPjVe20XgaW3kmVZ5Zk8qM9XwecfQc0AcV+z/CW8TanMP+WdoB+bD/AArP+MWtf254/WwtyrJYqLZecDzCfm59iQPwrL8B+Mo/BtlrVxEjtqdzCsVqCMxg55Zvp1rZ0DwPMng/WvGGvQyM/wBlke0il+8zH/lq3f6fnSEe6eGdIi0Dw1p+mREMIIVUkfxNjk/iaurqtm96bIXtubtesHmjeOM/d69K8h+D+v3UXhLXLjULiSa0sP3qlySR8pJUE/Tp715tby6inxLtJrksuoSajG8m1jkM7glfybFMDv8AxV8LNesfFX9teGf34kuBOF8wJJC5OT1wCv45r1zUdPudV0yKBtSubR2j2zG2wN2RzgkHH1rnl+I9n/wsGXwncWro4ISG4DZDvtztIxx7Hmu3BGe340DKekadZaJpdvptjEsVrAu1F/qfUmnyhYpSwOc9Ruqe6McVu9wzKixqWbHYDk18v6v4r1y98fjUUurmCSSdPIiDHAjJAUbfcdfrQB9PwuX5UEUk8bNGc5/CvPvid4tu/CPh5I7OYx6hdtsjkIH7sAZZgP0H1qx4DTXtKa1g1rU5r3+0rUXSiVeYJBjcme4ww/I0Aa2pW7qhkLD5eTkdKztL1mIXW23uoHcHkI4Yj8q5v43+IG0/TrTSLSQxyXuXlZSQRGuOOPU/yNcXaeE7rwlFoeuPOy3U1zGk1vjAVJOMe5H+elAH09pl2Lm2UkgnHNJcvbykiOaNnHBUOCa8Z8deMrrw94Tkt7OYx3d8fJjdTgov8TD3xx+NeWXHh/xNpXhjTvEr3U0Ud/P5NuizMJWJBIbHocEf/roA+qpI8NkGoRNB5mwTx+YD93zBn8q5jx74hu/CPgY3crIdSkjSGPI481hyfw5NfP48P+IJPC0/i+S8lS2SZVDtK3mSEsF3L7ZNAH1lExBwc1558cLgR/DqaLoZriJR74bP9K6bwrNeDwrpBviz3ZtIzKWHO7aOvv61wHx+uSPC2mQjo93uP4Kf8aAI/gxZiHwNNdlcNPePz6gBR/jXq9g+0DJP4CuU+Gmm/Z/hXpIIw0kTSn/gTE/yxXQ2EwjbYx47HPT2oA2nZWFZ2o2cjWpMJYSL8y47+oq674TjpinRTho/egDiZ9Wuol2O+R7jmovD+reRqW2bAjmbnI6VoeItNxI00WAHPIx0Nck4MM3HBBpCPUdahXUfCWoQgCQtbSLxzztOK+aEbKA+or6K8J3w1CykhbhgMMBXz3cwm2v7i3I2tDK6EemCRQAykbpS03caQh1FMoosA4nFNoopjCimv0o3igB1R7vmzTt4pp+8aQh5YCmM2aSigAooooAKKKTcKAHqeaXI/vUyigCWioqdvNAD6KbvFG8UxjqKbvFKGBoAWik49qTYKAHUU3YKdQAUUUUAFZuojjNaVZ+obfLFAHu3w9xP4W0t25Jt0/Tiunu4lkOTjeetYfwyt8eC9LJXJMAIroryIltyHORTGZ6x9QeR7U9chtpPTpTVYq20kDmrCoM7j9KAJV6DIrzr41W8UngGSdokMkdxHsbHK5POK9F3LtPWuJ+K9t9q+HOpblP7rbKuPY0AcH8EvDek6xFqN/qNhHdTWsqLD5vKrkE529M+9elfExtnw41oIdq/Z8YHpkVxPwB/5BGtf9d4/wCTV3HxKhaX4ea4ADn7MW49iDQB558KrIT+CFtwBm/1UB8jOUQBmH4hSPxrdT4UzD4kf8JJLfRzWZuWu/KdfnD8lRnpgHB/CsP4Dz3NzHeQyEGztOY1PaR+p/IfrXtgZScGgR87xgyftFc8n+0T09krtfjR4i1jw7Do8mkahJamSSQSbMYfgYzkdufzriplez/aGywxuv8AIJ7hlrovj88Is9FhwDOZZGAzyFAGf1IoA37rxDea18KdPaQhb/WjFZBk4AZ22s302hjXl8tmLr44R2SYdI9QRFx0CoB/hXeeGImuZfAGnIp8u10+TUpFzgEkbFP1y5Nch4NRbz47TszA7Lq4YH1K5FAE3xruZdS+IGn6eDtCW8aAdgzucn+X5V73DFEoiOFGxcJk42j2rwL4qRPa/FuymnYCNxbyKx6KofB/UGvoHIEW6QAKq5J9KBnzx8SriPVPjBFaSkmCF7e2bPIwSGP/AKFXoXitU8Qa5pmlWKiWO1nF1eSRrlIlT7qlum4nt1wDXlniGa80r4qxarqUYjEl3HeJtYHMO7Cn67Vr6QliGAyFXR+QR3oA+ffiCG1Px3pekyKVRdikeu9hn9BXta6HaeIbvw+s4QWmkSmdYQPvOoAjH0HJ/AV594+8HXWtaoup6VMkN1Z4UZON5zn73YisK28ZeNPBeqWL60Yp7ed/mjG0sVGAcEdDyPrQBvftFTzz6t4f0yM/I6O4HYuWC13F94Tt7vQtJ0Qqi2Fo8TyxgffCDIH4sBn8ab8R/Ah8f6TaXVhcLDqlnkwlzhXB52k9uRkGvN9U1z4m+Ao7S68QNFNaNJ5Kq7I5fHJGRyOB1oA9r3eUy84TtXlXx7y+gaW65KLcsD+K16Zb3i3thbXQj2LPEsgVuoyM4/Wuc8e+HZPFfhK40+2VftcbCWAk8Fh2/EZFAHX+ELdE8E6NCgAxZRcfVQajmQQ3fK45qbwlFcweFtMtrpAk8NskbrnOCFAqbVoDy4HTrQBOPnt+F7VRtZ9rMjdj071Lau3ldQRiq0wCz7xjf3oAtXMSzRFGGUPf0rjtT0tllb5fpgda6tp3SPGM1k6lO7YyAB6+lAHP6Xdzafeq0LkHPOD1rj/iDBFH4vuZ4OI7yJLkr6Mw+auzEO67Rs4JODXJfEuHyPFEKdhZRY/8epCOS3Gkopu8UAOoopu8UAOpvAajeKZSESN0NNfrSM2aSgAooooAKKKKACim7hRuNADqKZS7jQAlLuNRKeaduFMY/caNwpKbuFAD9wp1MpdxpCHUU3cKNwoAeDikpu4U6gApVbFJRQAu80bzSUUALu+XFZ+pH5BV+s/Uf9WDQB9LfDh1PgjSNvX7MgrZu7bzTkcVyPwhuzP4HsFJzsDR/wDjxArrb3zQx2MMe9UUVza7ZGZiPXigjA69+tLyQrEketRPnoOmaAFUkkjrWd4j0x9Z8L6lpqNte5t3jDN2JHFaMeQ3bHapjwwPY8UAeLfAeZ4DrunSZjlV43KnrkblP616xrtj/amh3tgThbiB4/zFV9O8LaRpeu3usWdoYL29XE7Bztbofu5wOnatpU5wDnvQB4z8DFa1i1yxkXZdQ3CiRe4wCP5g16+WcN1B75qha+GtK03XbrWLa0EV7dqFndWOH99ucZ98VosfTHFAHifxb0e60rxjpviyCNpLfdGJTGPuOh4z9R/Kug8W6XdeLvAOo6sLWaK8mWO4t7aRR5iRR87T/tHLH8QK9KdBIhDIMDsTT9i7cErjsaAPIfgVZXE1nqOrXDMwGyyh3D7qp8xA/Fh+VY/h/TX0f4/zwXKlTLJNLGegYOpYEfr+Ve5W9tb2kXl28ccKlixWMBRknJOB3Jqhf6BpWoarZarNbr9usyTDMMgjIxg46jnoaAPPfjb4Yn1PSrbW7ONpJbDKyqoyfLPOfwI/U1d0LxpP48tLXStOtbiIBF/tK7cfJGuOUX1ZunsCTXpRPmKwIU9iCtQQ2dtaR7LaCKJSckRqFBPrxQBwnxP+H58V6fFeadsXUrNCqKePNT+5n+X1PrWX4Y1zxxJp0Xh+fQJUvYR5X9oXAxEiDox/vEDGAOuK9VI2nnPuPWkIAPykj0yKAMCa3g0jR3F3MBFboZJZ5DjJ6sx/nXill5njvx4t+EYaVYMCm4dVU5UfVjyfavX/ABv4PfxlYRWw1iexjRsyJGu5JRn+IZHPHHP4GobXwvY6BpUdlpsTKi8szHLO3dmPrQBv6Hqq224SyBYwMnPQCvJtdvLn4x/Ey10qwLf2HYsSZB02A/PJ9TjatdFr2iyeINKfTl1Cax3H5miGd47qw4yPxFdh8OfDuk+GNJazsVJlkO6ad8b5D7+3tQBtXdgLWNY40VYkUKijoAOAK8u8X/ES68IeJ4LGbSxJZuiuZw+GPOG2joccV7XdQrNCa4Hxb4W07xBaG21G3DqDlHBwyH1BoA6TRr+K8tobiBt0UqB0b1BGRWrcxiSE1yXh61t9HsLaxttwt4ECICcnFdhEwliBoAxY4vLYgHv0oki3HOOfWrlzFtO4etQ5BIoArlMjke3Sql7aK8eM/TmtQjB6DFQXaJ5RbA4HegDETTTNGOxUj5hXnHxPl3+MAm4Ew2kSN9cE16nZXaSt5Sk8ntXjfjuYTeOdXIOQs2wf8BUCkI52iiikIKKKKACiijIoAKKKKACim7hRuFADqKbuNJQAUUU3eKYx2eKKKa/SgBlFFFIQ7eabRRQAU/eKZRQBLRTN3zZpNxpjJKXcaYGyadQAU+mZNFAD6KbuNG40hDqpX3MTVaqre8xmgD2D4I3WfDskOR8ly9eqXYDDPQ14v8DZ/wB3qMJ6C4Vv/HcV7Vc984K0yjOLZQ4NV8bjjrVohfJfpVYcHmmBKFAAz1pwLFSCcU1NzA809c96AG7RlcnJ6ZqRlx/FikwCeRUxRNvX6UAVnYEDBpg3cgjI9qlkAHOFPrTIx1xz7UANC8cHB70qhCuM89jil3Jndt5HrSlvRcZoAeEDR59O9NIO3oKbG5BIORn1pSxHXGKAGlGAyKeGbGCMZ6UoAwM9qAApwO/vQAiMX+Ug+1O2/wAJpj5XJHUUomJ6jigBsluRk5B/Cq8qK0ZQr+laCOJB2NNliWROODQBx17bmCXKg4NWdMvXgmVgTjvWjfWrSxkY965/DQS4PSgD0qzuFuIVIOciqeqWnmAkDtxWLoeo+VKImJweldWwEsOeuRQBxAZ7efnjHWuk024EsfB4rK1a3MUhI/Go9LuNk20n6UAdLKmRVCRCpOBWihDxg1XnQA9KAKdNmDGEgrUm4L1GKlUpJCSvOKAOd0+2MepK3bP9a8K1W4N1reoXJOTNcSPn6sa+gbyVLKyu7sHiGF3PthSa+cVJKZPU8n60hMdRSbhRuFIQtFJuFLQAUmRS0ygB24Um40lFMYUUU3eKAHUUzeaTcaQiSoqKKAHbzSfxfjSUUAMp9MoBpjH0U2jcaQh1FN3GkoAfRRRQAVIrZqOigCWimbzTaAJaKZvNLvFMY4nFVbk/ITVlmxVS4PB+lAj0P4HsReawvvHXuFyw8pckfdrwv4IOBrOrIe8SGvb7wlYFYcnFA0U2fardMUIMj+tMt2Mqkkd+9TgEjBPNMY4cAcjnqKQfeIII96VRk4JFS7QvNADQPelZ84wajkkUZHJqNXc8BRQA87g+Dgj2pAFX5lNIzP1OB+NALEZHNAC7wQTSAb1wd34GlGMdOvXFSRxgHJ6UAQYIPDDPqRUpyRkgGpJFXjC8VHtIHHNADUHBAIxSjGOTx9KRMeZjGDStw3r7dKAF59PxqF1wM44HoamR+cDpVjbuGOCfpQBmRTiKYcjBrUXDDI71lXtm+Syj8jUVpfNbHZLnj1FAGtPbgr6iub1OxHLL2rqYZ0nXjFQXVmGBBA5FAHGW8jROBnGOldtouoCaIK3UcVyN/ZvBNuAwM1LYXbxSK6nkdaAOz1K1E0JIAzXJyI8E54wRXY2V0t3bgjk45zWJrFgY5DKo4PWgC3pl5viVSa0ZER15rk7O4MMwySK6m3lEsQPtQBQmjwTxxVOzl+z3ZhY8NWxNGG4rHuIm83IAyOlAGJ49uRY+DtUZeDIgiH/AmArwdetew/Fud4vC9pCcgz3YB9wqk147SEFFFFABRRRQAvajtRz0pKACiim7xQAj9aT+L8aSikIKKKKACiiigAooooAZRUatipAQRTGFFFFABRRRQA7igmm0UhDgaWmU4GgBaKKKACiiigAqvP0P+7Viq0pzuoA7P4NS+X4qvfeAH/x6ve7pw1pnt39q8A+DpX/hNbmM97RiPwZa95u4lEOC3GfWmikV7ReDVvbVe2BVeCTU6Ak5xTAeuAc02WT86C4FQnc3PpSEJjeWJp6oAAeaFD+pqU4IOKYyPYmPWnIuD/hTe49qdvUKDnBoAdJsHI60RZzz0PamZOSTjJp6qxbHb6UAOkcK2DmmFiQMfrTmVc4dgT6VHIhABUYoAN7ZHz59jUkgyu725qAMc4KkMPSplZmj6fWgCNWI6rwfSponOeKhYMOccClRh1BxQBNKGYHpVKS2SeP0YdDV/flckgrTV25JBB9aAMRJ5LObDDit62u0nUAmqV5aJMvb2rGJuLFt43FRQBvX9gs0RrlJ4XsrjHOK6qw1JLyMKTgn1pmpaatxGSOvagCjpGoGCUAn5G4NdTLGl3bnHORXn6hrSco4IFdTo2pAgQs3Pb3oAyby3aCbp3rU0u542HNXNWshLFvQZYVz8Mhgm5BHNAHUEk1TnjPmdMg1Zhk82LcKGIOSe1IDyT4xTNjRrc/9NpP5CvL67/4wTh/E9nbqeIbMH8WYmvPt4oEOooooAKKKKACiiigApm75s05mxUdIQ5+tNoooAKKKTvQAtFJuFBNABuFHQU2loAgqRWzUdFAE1FRq2KXeKYXH0UUUDCiiigAooooAKduFNoHWgB9FJuFG4UhAelV5e9TnoKrS96AOv+EGZPiAUHVrOWvoCWN5ISGB4FfPvwfl2fE2zU9Ht5k/8dzX0rLFke9MaMeKIxqATn0NOZtoNTSoIhyOarkk8gUxjEPmMQTU8Sc1HGjAnmrO7AB6fjQA2QAD0NQgktgCldj5nWkBxkkUADK0bZ9fehR3IpVJIpdr4+UD8aAImxnjH508MSv0qNo5M84x9KmUDy8jA9qAGMCRuFP3kqKdzwMfhQVc8bevSgBpY8ZoDDPOad5cn90jHtTvJd+goAiLexxUakCQ8ZqyYJB1OKrvbTK24EmgByPklSO3FETiKUxt0PrTdsjEfLyKc1o/DgD86ALDKh6CmJbxTKyugINJkgYOTTIGdZcpnHXFAGTfadJYT+dCD5ee3atCw1NZVCSMM962CiXERUqMEd652/017OXzYlOygC3qenJdRebEBurBgd4JdrZEimtrS9QKyeVKOG7+lO1jTFYfaIRz7d6ANbTb1Ly32tjOMGsjV7Awy+aB8h9Kz7C7a3mD8gg811n7vULPBwSRQBi6XdYPlMa05mCQtKBnAyawJons7jkdDW1bXKXkBTOCVKnNAHhfxUl83xzMR0FvCP8AxwmuKrq/iQR/wnF3F3jjiQ/UKK5SpJHbzSbjSUUAS03eKZRQA/eKdUVFADn602iigAopNwptADiabRR3pjCiil3GgBKKWkBBFAENFFFIkKKKX+D8aBiU/eKZRQA/eKVWzUdTUAgoopmwUxj6KKKACiiigAqtMeKsHoarydDQJnQfDRinxM0TB6ysp+hRq+pw2VFfLHw0ljg+JGjvKP4nH/AilfU8b70BGDQNFaaAy55qs1lJ0wT9BWod3TgUxw2MbifxpjM0WUw7fnThbPkEsnPXLdKfNDiMkbuOeapiSyDiYywxvjDAuBj8zQBdNkrjLOmfY1IljH1Lg1nyeItDtv8AX6tp0Z97mPiqz+O/C0PXxDpv/f8AWgDXkhgTGZCM+gpq/Zs/64/lXP3HxF8IGPjxFYiQcjD1nz/Efwk6B01q18zoQCaAO08mIjIl4pvkW+OX/SuLtvil4aB2S6rbY7MCalb4m+Ft3GrwMh98UAdmLeEqVJJx3xzTESAnYDJn6VyA+I/hdsMmrwgjod1E3xF8Kzx7jqsMcy9CpFAHY/u0GCHFOATsrfWuJh+Jfh8gxXF/byDswcA1DJ8RdCVisF9AV7ZlUUgO9Z4k++pH1NSYQrlUBz71xMHj/T3XBlt5FI6efHRF4tSKY/ZzCYz0Q3Ctj8qYHYyBgNyRocdR3qOG6SX5QED+h61hpr9zckGC3RWH/TTO6m3N/qUhVptPUDtMM8flQB0bpJtJRUJ9MVTS6kMxUBAR1XHIrJ/tDWoGUNGpQnhicim3ra1MyzC2t1cfxqeaAOijmfdtfHPQ4p9x5nlkqwxj0rmre+1Y/uZ1Rc9GkH9au79aiIXzoQh6MVyKAJcuNrxbJEbvsHFaIO+HlFORyMVx39pajp9xIjpEfmyVxgH3FX7TxPNPlY9PLOOuJKAG3tqiXDfI0fuvIrR0hZImGyaOSM9RnBFZ+o37Hy5ntnhPQ9CDTtKmSZyY3B9qANvUrRLiLeB8wrPgiaFS0fYdMVtRtmLjJx2NRQuGkdCAMDIwKAPnb4lRlfH+oyHpMI5R9Ci1yldj8VWX/hYN6kfSOKJf/Hc1xdIkfRTKKVgHbhS0yigB9FMoosA7cKNwptFMYUUcUUAK3WkoooAKKKZvFAD6KhopXFcKTNGaM0BYM0tJmloAKKO9FABRRRQIKdvNNooGO3mm0UUASBsmhmxUdFAXHbzUbjIqTeaTljQAul6g+h65ZarFEJTayiQITgN7Zr0WX47XoGLLQII/eW5Zq84KZ4IpAijtQFzuLn41+Mrk/wCjrp9qPaAsfzYmsa6+Ifje8Y+Z4hu09odsf/oIrBxjtRRcLk13q2t6g2681nUJyf8AnpcuapG0ZySzsxPcnNT0UBcgWziB5UU8W0Y/hFSZ9hRQA0QIP4cUeSv92nUUAIsSk9KXyR6CnJ1o3mgBvkj0FPESjsPyp9FMBnlp/dFKqKOwp1FAxpiT+6KTy0AHygfQU7PsaWgAUsv3XkU+xIq1HqmoxDamo3iD+6Ll8fzqrRQBpx+JNdhjMSa1qCof4RctirEPjLxNAf3WuXw+smf51iUUAdI3xB8WPHsbWpyPeNM0L4/8WCMp/blwU9wprm6KAOh/4TjxKcb9UeQjvJGpq5bfEvxJaYMctofc2w5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"path": "030319.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030320 | Women Tops & Tunics | {
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",
"path": "030320.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030321 | Women Tops & Tunics | {
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",
"path": "030321.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030322 | Women Tops & Tunics | {
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",
"path": "030322.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030323 | Women Tops & Tunics | {
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",
"path": "030323.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030324 | Women Tops & Tunics | {
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",
"path": "030324.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030325 | Women Tops & Tunics | {
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",
"path": "030325.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030326 | Women Tops & Tunics | {
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",
"path": "030326.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030327 | Women Tops & Tunics | {
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"path": "030327.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030328 | Women Tops & Tunics | {
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",
"path": "030328.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030329 | Women Tops & Tunics | {
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",
"path": "030329.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030330 | Women Tops & Tunics | {
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",
"path": "030330.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030331 | Women Tops & Tunics | {
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"path": "030331.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030332 | Women Tops & Tunics | {
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",
"path": "030332.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030333 | Women Tops & Tunics | {
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"path": "030333.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030334 | Women Tops & Tunics | {
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",
"path": "030334.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030335 | Women Tops & Tunics | {
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",
"path": "030335.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030336 | Women Tops & Tunics | {
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",
"path": "030336.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030337 | Women Tops & Tunics | {
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",
"path": "030337.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030338 | Women Tops & Tunics | {
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",
"path": "030338.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030339 | Women Tops & Tunics | {
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"path": "030339.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030340 | Women Tops & Tunics | {
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"path": "030340.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030341 | Women Tops & Tunics | {
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"path": "030341.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030342 | Women Tops & Tunics | {
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",
"path": "030342.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030343 | Women Tops & Tunics | {
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",
"path": "030343.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030344 | Women Tops & Tunics | {
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",
"path": "030344.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030345 | Women Tops & Tunics | {
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"path": "030345.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030346 | Women Tops & Tunics | {
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",
"path": "030346.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030347 | Women Tops & Tunics | {
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"path": "030347.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030348 | Women Tops & Tunics | {
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",
"path": "030348.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030349 | Women Tops & Tunics | {
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"path": "030349.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030350 | Women Tops & Tunics | {
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IUppSiigBpSm7KKKBjcYNFFFAxDSUUUCDFGcUUUgEDc04txRRQCIzn1qKQcUUUnuLqVXXe2K57VZY7q9S1Q8Ickiiisqjdjel8RsQOkMCKvapJZvLt2b+KTgUUVyo72JbRiK3Hr1ap92EwOrdKKKoQpEcMHJ5HpTrZyQwH8XTNFFEdxdGadtAIoueWPU1OeQPaiiuuOx5cm23cCMYxViI5oorQksHgcVpaQ+d6miiqiRPY1B3oNFFaGLFFFFFAwooooAKKKKACiiigAooooA//9k=",
"path": "030350.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030351 | Women Tops & Tunics | {
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"path": "030351.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030352 | Women Tops & Tunics | {
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",
"path": "030352.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030353 | Women Tops & Tunics | {
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"path": "030353.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030354 | Women Tops & Tunics | {
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",
"path": "030354.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030355 | Women Tops & Tunics | {
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",
"path": "030355.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030356 | Women Tops & Tunics | {
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",
"path": "030356.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030357 | Women Tops & Tunics | {
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",
"path": "030357.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030358 | Women Tops & Tunics | {
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"path": "030358.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030359 | Women Tops & Tunics | {
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",
"path": "030359.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030360 | Women Tops & Tunics | {
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"path": "030360.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030361 | Women Tops & Tunics | {
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",
"path": "030361.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030362 | Women Tops & Tunics | {
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",
"path": "030362.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030363 | Women Tops & Tunics | {
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",
"path": "030363.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030364 | Women Tops & Tunics | {
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"path": "030364.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030365 | Women Tops & Tunics | {
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",
"path": "030365.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030366 | Women Tops & Tunics | {
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",
"path": "030366.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030367 | Women Tops & Tunics | {
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",
"path": "030367.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030368 | Women Tops & Tunics | {
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"path": "030368.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030369 | Women Tops & Tunics | {
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",
"path": "030369.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030370 | Women Tops & Tunics | {
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",
"path": "030370.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030371 | Women Tops & Tunics | {
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",
"path": "030371.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030372 | Women Tops & Tunics | {
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jMwtV+YSyk5YBRkkDsfQVvSoSqPyJlUjHVvYhvtWt7NDA4Wa7wVWMDIkYDoD698Vj2MsU2mvqV3pkmqSyOWiQzFBbbTg7oxwBnvg5qePRvszG6s9UMquVltpGG6VW/iOewHr6VmXNvfm6t4o9QYNMz/MfmKMW4CqOSTj6V6VLDQp7anHWqSnrF3iVtReO+ht5pFFn9pcrFKASjYO0RgAZBBGParNhCdM1KWSCBdshWPzPtLo8bAHd8wHIPHHrWil9c2uoWNjcRW9wILtZtrYGHJx97tz1zUGpw3lrfTSytFaP5pkIAB2tnOAO/Xr3rpUEZOnJpRva+plySw3t1DFLPGAZxiFZCyxqDlmZj94+1XzqEAmN5IpuWVJEtbfZsUueAx7nHUVmXkcN3MqokaNjblPlEhzkYI6Gn6zNBJqlvG8olNrCpuGhUgO2PmIPrjGSPSqaNKq9pWjGa92xZ0q5uJ7R7SaKJGt4nBldw7O5bjYB04yDW1qVvLp1tpAtvJuU2xtFbB9w353MMepb3rnNFnjvpSFeeFQh3PaIryLGp4QhuCWPc1Y1u9SS2lmsLtIXEwXCJ5bBO4AGcHPH1qV2EqM4VXCOq6I6G81C6leZZreSKeZjuhXcfLb2B5FZI8L3NkYlvIXVZlEzRsSGfB6uM9hxVZ9QIvVmlMvnbSyJHJsy4HyEt3qK6nvNXiM1zqFw0sjZmz0UdWwx7YFXFK+p0YSlOjJxqtWLYl0yC5aOS1l+yrCzCOKXBLYxvC9Cw7D8aBcXWhRr86M9xHhJGjO5VYcsgPDNwPpWNe6kNJ1C0lW2+2K65iZc7owvAIHQ8HvXQ6VqenavFslB8jf5rvcJgu5ONqhRlW4OMcGoluc2Jq3qSVJXTI7GexuLSF5bl5JXDMfMI87j1PT6Yq5f2UlnBFI6IRJuXZHy6nAI49eRj1rMmtdOW7vEt763gFohlkMke/zQTnDZGAw9hVq21ifTZxFPE+o27bGDvxJHhsqcjvz+ApqUrClOtiKTpQeiXzLGk6wo120vorjzpVVUdQcY57A9iM/iDXsikMAR0IyK8ds0mn8Qtqc+nhDNIwkijTci84Izjv1GO5r1y1QxWkMZBBVAMHqOK56m5pShyQjHyJ6KKKzNQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACuN8bPLa6noN5blllWd4fMHIQOuCSO/Suy6VheKdPF/YW7Fyi29ykzkDnaOD/ADqouzEkm/eV0cjNpd5ruu+UJppAY13J54Vo1DYLx56D88Vzd5oZ0fUpjbxm7vLdyfLdBH5qHjJzwfqK0ptQ/s+3SXzLm4WO5doplABXOcBO46ZweM1maz4p1nURFbSW0ssuMZkgGQT0w3WutXvoLkxaa9i9P63GGW4RZop5LRI0iLEQ7SGyeeT0I6cVitqd3clba0+0TxIhQ7gGIGfUcEVWstKOoXTrN/r435Vhxn0NbcVncvr9nomnx2axMu+UxLtfI4K5P51d2tWd9epVoSjOesfIfplndW0lzYhWRyFMTsCevsOvpirniHUPsNhfWUkkhuHOGURjBOBlSR0wKtw/YvD/APphW6upHlWEzudsS5baSDjnb1rM8Y2sdlMkN9J5O6VCXU7g0f8AewOSSf8AClzaNowjiHJzla19iUGa6jiu7cLsCYjgjg8oW0QOEDH+Ld19fWo44dsN7f3mL0Q7PMCvt8t2OM57gDtipH1q41GZl8oIsseW8tcNKF4BI9M44qymnLb2d9azzRpIzIpWJ9w45BI/PjtgVKbsctHGx9ko31TKdzYmeQxSXN1DbKdi7422N+Jzj8aktNEw8kYvFV0X5YzHkDIyPzx1ratbuxYSuNUmluMlUhlhZi2Ow4xg+tVbtryXTzP/AGSwt5k+d4Tu2YBGGI5UZPTtVN2PWq4t2svxBbPXYNNl1EKuoQptNxF5hMsQHdV6FcH61btk0yzvrx7DUZY4d/mPGeVC456ngVn2azQQQzHU501ASD7NdQP5YUkf6pichxxnkc9KyryW0kuxJdqkJeQLdQr+63NjJYgcYbrxWcoqWkkeNRoTjKVSqmr9juU1FHm8uNLkYUFmkj2dfQHqMdxW2k8a2xmchUUZYntWBostvcaNMZYBdadHGXVluRLsPbYfvKOxB9q5zVbyVtL8mC7nayLhQuMuinnYwH3j71yPBKUrovDVZ100l7vc1dX1s6k0cGmW0lzcO5jClv3Ue1siQE42tyc+1UY9JeCYrqsivqEdxy4G5WHUZz1PasgRwajZWUd6zotvulWHBHmknAOzvj3rodJtrjUrCXULhoFFnKY5D5pzJxkHnsOmK64w5EkRiMLVUVzaq/3mRdb5XSwhM0s/Ty7cjcxJ9O1Ilne6fNG19ZeVbTMUjcTeXkr79Qcnr3q7HdXejuktnBayM0mBGYvnz9c9R2rUgln1uC9VNMMF0GXypZ3MkpG3c7MTwAOmAKqTdzrr4iVJKEoe7Y594bZpovtcl0pEyu6wYYMo56nrwCc02WC01DVA+mTC5t5GAiVXIcA8/NmrSXmo2sbyWtwocRgKkkasSG4YkY4HXk0+ytmnmmSNZBK6h4HOEUsOVCkdTwR7Ck2cGJio8s4PR+exz+oTLaXW5XaOXJ+VOVjOcYz696yLG6ZrmaBYWlEm77TcI+FIHIAP8+5rW1q4aw0+7tZgjtPORI7jLo4759cVkaRdCxR7U3lstvKN22QZ2sBkHjuemTUN3N251Kaint1NFrGS4UywxPFG6kiOPksBxn8/Wo5bFTpEMARFuAG83ackMDx9TijSNWuo7Se1tdKD3N1IoS5EhTbz0Geua1L1tb0qW2nuBaeYzllZWBVxjowA/XiqUkiqWJnGcU7O2hjXgLPvjWWQJgSMkWT27ZwauahbTNYPbvM/kr8yYTYZHYbct+HFaVvpd61gb2aOO0upQUW2dsgxZyWUHlScd6dY6ZqOrGCwVWt7QSPLJJHAWZ2AO3n26UvaJsVfG82IUWrxM0yT6eYjPLCPkA2FccjofY8VEtu90huLbyo5ssX3Pw27qcdutX4/h14nvpg8luWB+81xIEx9K6Kx+DrEg3+o7FxzHCM/qaftYrQ9WNfD04WjFHNQxPFEY57i3WdFCNIzfw+mfTnvWpb2c+r4s9Mga+uWOZ72NisUf0JHUV3GnfDXw3Yt5klq13J1LXDZH/fI4rrIYY7eJYoI0jjUYCIuAPwrF1X0PHlSTqyqrRs57w/4Si0iOF7iZriaPJVdx8tCepAPVv8AaNdLRiism7mkYqKsgooooKCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKbJGssbRuNyMCCD3FOooA871jQE0xltiA1pLkRE8bMDPJ9a5m9+3PK1suyGFj80mfmPqB6DnrXsd1aw3luYp0DLkEZ7EdDXlfirRdVvvFjWsN3DGrIoWVI9r4I6Ht2610UqrWh04bE+yb5tv1MhrfStGtp5Y5keUglVmbjIPU+uKybXxlLp7NBoVmLiWWNkZ51BIZupTHIrQg8LaQ+rImrmT7O8LHc8rLtK4yRjPPWrE2k2Ol6xHJob21xEsXmiEkspXP3Sep46/WtZScvdKlWnXk6UkYOmabqV7p9095qszR+Zs+ywk7dwHJPbjjgc1qa5Le6jBpQupYJpba4+zGUn95jG8Ajjp6+9Jqeu26HzNPkUahctiOBVy8TZxzjg+mfSqmn2tpHrE82uO0rrb4V4nAdZnPB2jrjnipSWxw0o8y1jqnqbFjDEYrgSX0guRC0G3yuuT8pB9wenqK2r+2s7XwlGpnM95BIxZZmVnY4ICOV6Y4NctpBhg8SL9qg+33DKuFb92yqfvDJPp0x3rojaWNlqw077HctZiQyJPDEZC0bdGJHcHr9KDBUoTxEpt2URltpsl9o9zqstxGb+AHbayHDFAB84A5IHPFWBNPa6XFb3d6gee380vat8uWz0A+9xjikt5o0jll0tjc3G2VY7lE5XaMeWFbnHU/Wsi61iGOytZrTaPs7gOpwGTHXjrnNO1zWVGrjZP2crKL6jYbCdIDbzL9vaYZt0Xsx4+ZOoIOcYo0nTZItY/tCaztby2nAthK0rMLR0GChUD7xx1PSixvLh7u3uYbW5mg+0CKOY8oJTlgrEfMuSeD0qae11V9PfVLyzWS1N2ySC3lIkdyCD8vY8daL8zMa2JqymsPU+9FX7XEbqb7ZbpAzzrsW1UghcH7xON/bgU5pFlujcWwWGXbtV1UnzHPBVh0+hqiuoWjWca3t59lJcFbS6iLMqK2Pv8En6V00mkaZp8S3cd1NHcXQDPOhEqIoPIG046Y4x1q1JR0OqOLpYODjDWxz1tcP5gs70SwXi58hgoUt6gHp/+ut6JZtL0+1hOn2d6kimAGR/mDk5Mu7oVGRx14rn721Wcx293ZJc4jMiywSlJSM8kqx5+nFUotabSrAW1veMArF4orq2bKE9doHB/Sieup1Yn99CNbmst7HSF3fzVuCIpItywhONz5xvLdl759KWwu7u1u4r2a6zgbXjjkyHGfmLN2DA8e1c9o2veak22PDzSZWNmOVyMMOe3cCtVL+02brrS7m4EiGJo7cFQygfKc+x5qHLqeTOrias2n8L6mre6uYo57a1s0jSaJVdWl4xn5d3fA6gd6vLH/aUim2khgMVnK8rgHbuBGMD1IB+lcHJe2jhn+yzxwk/MpZmJYDGdx/lUui+I20+DBY+VJG6MM8jDZX+VTLbQ6q+Cpxjzw1Zc1TwF4o1u6juPsBWGUeZhpFzk/3vStTRvg/fmWM6lPbQwj76xks7e2emK9dsbhbuwt7lDlZY1cH6irFc/MylorI5K2+HehQFTILm4C4KrJL8qkdwBitKDwjoFujJHpcBVhhg4LZ+uTW3RSuyVCK2RAtnbIcrbxA4xnY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"path": "030372.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030373 | Women Tops & Tunics | {
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lY4YwPcH/ABosH1hI7cyZ6Z9+Kz77VrWyX95MC3XZjnFcRca7qE4KtcMB/dXgVmlmcncSQTnk5oIlibbG9qviWa5Jisz5UR6lutYOTtIPzAnJ96XB42jdk4znGK6bw/4I1HWXE06NbWKkZlcYLfSncw55VGY2laTd6zepBZJvOcM4Hyxj3969j8P+Hrbw7Z+RH89w4Hmzf3jVrS9LsNHs/s1jCET+Nv4mPqTVzaNuDk+9Qb06XKBHzHilxQSaXtQdCQDpQQCaTOBSEk9qSKuKRjAFNbrS54pOvWmISmmnGmmgBoPNSJCZPwqLuK0bVQfyoGRSoIVjQclzg1Wv5NrAfrVidi15k/wr+Rqjfnkc5oASE55rVgIEVZNv92tSJgIqQNGlZvzWlG+1gRWPaH5+K1FOB9atHLUjc1o3DrnNPqjaybflq+BmqRwzVmJRSkc0lUSKOtLSDrS0AFMn/wCPab/rm38jT6ZP/wAe03/XNv5GgBxpKU0lACg4BoJzxSCkzzQAGmZyadkYNQzTJAm9ui0MaV9CtqN35EBRfvt0rmGyST69frVq7u2uJS56Z4qk7HP1rncrs9KhT5EGeaVeAaYp5p4oOgmtvv57VBq6YjDetT29LqibrVTQLqZVqRuFaMxzpxPdWBrIhYiXFagO6xuAeyZplsiiYnGas+9UYWOxD7Vbz8tBA/qKMGmqafximAChaQ9KRGxQArLj8aOlOPzYpp60AN60jDCYp+KSXpQIj4pDgjPfsRxinY5NMIAG4kAeppMLoZLllK5+VvvLjIb61zeqeCND1Vi7QNbSn+KPkZ+lbsl7aRviW6hTPAzIBmrIGQNo3g9MHr+NCZDjFnlGo/DjUoGY2NzHdRj7u75ZPpjp+tc1daJqdmSLixmT/gNe/EAoQ5z7Y5H400oGOMAD/aJNUmZSox6Hzow8s/OrL7MuKAUI6YHrX0DcaXp9z/r7G2lPq8YJ/OqEnhHQ5W+bToV/3VAquYj2DPDsrnA/nQWC/wCc17afBWgH/mHIfxq1beGtGtf9Vp9uD/tpmjmF9XZ4hb2V1eH/AEe2lkJ6YU8102l/D3Wb1ledo7GPuXOXI9hXrcVukA/dRqB6RjAH505gMj5SADuPvRcpUrbnNaV4G0fSnEoh+1XGP9dN2/4D/wDXro+eAOCBjOePypeeT/e5HtSniobNVFIj2gcDoetLQaYT+lBcRx7UvUU0H8qeoz0NBQYNJT8GmdDg9aACkpT2pvc0AIw4qM09jxTKBiIMuBWrbDArMhGZa1YcBSfSgDPZw887joX+X6dP51n3j7nHtVxclWP+0f51myEmc+1A4ot2w+TNXkI2gd6pw58urMfJFSU0adl1rSDVn2gwM1cU5NWjmmi0jYINaMEm8CsoH5RVq2l2nGapHLUh1NHPNJSA5GaWrOUUdaWkHWloAKZP/wAe03/XNv5Gn0yf/j2m/wCubfyNADjR2oNHagBhpM80rYxUbcjAODSYmriMeDWLqdz5reWrYA71dvb5bdCoILnr7Vz0swbOTnNRKR2Uab3YjEAYqCQ804tu5zmo36Vkd6tYaG5qdexqsMZqfOAKYyaJsS1cmQSQMCOMVQQ/ODWih3R4JqhPQ5diUmPHfFaUDlreUdyhH6VU1GMx3BKjjPSpbOTaRnkGpZQy2ybfnselXAeKp2/8Y75NWQ1CBkw5p5HFRK2KlJ4FMzGdaZ0ankU3HNMZIDS4poFO5oAMUxznin0xtqqWY4UDJPoKEtdQOf8AEviaHw7aKNvnXczYihHVj6/SsTwfqKax4mYeJb9gCMpbqwWNT6e/51yGq6odZ1y5vy26NWMNsPRB3/GqLsgwpZcr+Y+lctTEOE7JHs4fK41qDc3Zs9w8d2nhn/hGJhcxWolx+4MRO7PbBzXkOl65qulGPyLyZ1T70MmCHH161RZmIzKZHGONzZxT7eJ7udLeFDJKx+RFHNROvKcvdOvC5TRw9Jqo7+p6foHie21wGP8A1d2g+eFjjHvW9ivLrvwh4j0y2S+ktzEU5SSNvmX610nhPxf/AGltsdSKR338B7Sgf1rphJ297c8fE4eC96k7o6yindenT3pMVocYg60+kxS0CCkNLSHpQAg60hpT+Q7n0rN1XW9O0a38y/u44Qfugn5m+g6mhITajuXiar3FxHAm+aVI1HO5jgAVwOo/EK7u8po9r5UfTz5xkn3C/wD165a6jub+Zp9SvJbhmOR83y/gKznVjHc7cPgK9azhGyPR77x1oViSEuTcydhEpNZsfxBvLy6S20zQZ7iWQ/JubGfwxXGxRRwAeXGg+grY8P6x/YuvW2oFAyxk5H1rFYm7sz055HOFFyT97sdyzeO4IBcN4Yie3C5MSS5kqbQ/Ednr0cghDQ3ELbJbeQfPGff2rZl+K+iLbNNEzmYj7h6ZrzLTNTfU/ifb6lCvlfblkWZBxkAHGfyFdXNBrQ+ehhsTBOVRWPSD34xTDUhFRmgrYaab2pxpvagokt1LSZrQf5bWQk4+U/niqVq3zVbvebFl7swApMhbmV5hS2GTyRk1TT5nznqanuWATb7VBANzfSpN1saEYxHU0K5PFQrkACrVsORQKWxp2+Uj5qeM5FRKDsFTRjAFaI5pEoPFSK2CCKYAOaAMUzGSNK3m3fKTVnGKyEfy2DehrVjcSqGU/hTRy1IWHr1p1IPWirMxaZP/AMe03/XNv5Gn0yf/AI9pv+ubfyNADjSUrU0npQAhGeAefesTxDr9n4d0tr69cqucKo6t24rZYqWXc2FzzXzv8SvEtxrniSWINiC2YpGnbikwTsz0+31WHU7cXMUodJD94dvrRJ68Yrw/Q/Et7od1uhO6BvvwE8H8a9c0XWrbW7BLmFwSPvL0K/WspI9GlNNGn9Ka2SKcoyTge9IWHbr6VJ0kRBzVhBlQagY1LGzY6UxjgfmrSt/u1mHrWjbH5aYFDV4wo3etZtq+HXnNbepRh059K59cJNgdqQIsxn/S29M5q2tUYyftR+lXVoQ2SgCpCelR0rHpTMwJpnINKc0DnGaBkq9qkC0xRyMdKlAoENIwR9awfFl4bDwtqEy53CJgD7mt5sYJz05rh/idPJF4UKKcCWdFP0pPZlR1djziBVjt4lbhWIViOuK900Xw34SXw7EwS1l3RZeZyN2a8ORQo2huD1BqQTzrHsjllRD/AAB8CuGnVUG+ZH1GKwFTEQgqc7WLmsQ2kWr3Saed1urYVqueFtai8PeIE1GaASQY2njODWJtwuwH5evuTR7ZwOu0+tZOpaXNE75YX2mH9lPU9f1n4o6Rc6VNDaxO8syY2uOK8dZS4Z93lyFt6OOCp/pUigbt2Mbe9dj4I8Dp4q8y8ubjZaRnBRerVqqs6slY8yWEw+X0JOWzNHwZ4v8A7YH9m37KmoxDhieJR6/Wuv6gHBwelcP8QPh5B4U0+HxJoNy6S2zAlHPUd66Tw5rUXiHQ7bUYiNzriRR/Cw616Ci7Hy/tacpe7t0NQ80uab1HFLkbfekX1sGeOOahubqG0t5Li5kSOGMZZ2OAKp6xrdlolgbu9lCoOiDrJ7AV5ZrmtXnia4VrkmGxj5itR3Hq1TKSWppSozrS5YnSa38QmmVoPD8fmP0+0yDCg+w71tfDew8OXSyahr0kV7rhOS92dwQf7IPSvOAFUbVACjoVHFCjYSVLB+7Ka5limnse7LIITpJuTTOz+JEeiR6xC2keWHI/erF9zP0rjHIUktnnuTUUtxHE3UszdecmmpHJMweXIj7LXPVftJXeh6uEh9WoqlF8zXUlDBjwDj+9TuOgK8dQT1rsPAfhC18T3MrXUhW3iOBGp5NdV4o+GujW+hTXll5kMsClhuP3sVp9WbjzJnPVzujRrewluzyQDkEgD146V0fw4tHvtcvdUeLNvCnkRN6v3P5ZrmJvPufLs7eMvcXBCAL19zXs+haJDoOiQafCciIfM394nqfxNbUKdlqeZnOLjUkoU9upZYcVCxqeTGOKgYdK6Tw49hppppx4600sPSgontfvjipdSYhIgDj5s/pTbUAtUesEiSMDptJoZKWpjXDksuT1/wAas2q8Zqh/rJiM9+K1bdMLjvUGy2JgvIq5bDHNVgKtxHCE00iGy20nTB4q3Fyo5rK38jmtK3bKitEYTLI4NOFNHJ+tHIBPXHpzQRuDtgsOMACqtx4ksdCkhjvZQnnMEAJ5yf6Vi+K/Fdl4dt3EzB7h1HlxDqT/AIV4lqmr3Os38l3eO5kkPCZyIvTFUjCq0fVqkMiOpBRhlSO4pa84+Fni2TVLE6NePuuYBmInqyivRxycd/SqOUM0yb/j2m/65t/I0/Bpk3/HtN/1zb+RoAe1MNPamGgCN+gO3d/s+teHfEH4fXOnzXWs2BM1rJJmRe6Zr3F+lQSIHUqyhlYYIPcUgep8jMGyQRyOKu6XrN1ot8Lq1k7/ADJ/DIK9E+IXw3Fgs2raTGzQZ3SQDoh9RXlpHJzgkdsc0mXGTR7foWv2uuWgmgILAfvIc/NGfX6Vr7+ACS/cNjtXgml6tdaPqCXVpIyspBYdnHoa9l0DXbfXtPW5gx5gOJE7o3oPas2j0KVRNGsSCKcrYFMXpkHIz37U4NUm9x5NX7Y1Qz8tW7U81QXJL8fuz9K5mTibNdTejMX4Vyt2dktIa1JoTm6b6VfXkiqFo26dj7VfT71A2WCPlFNPUVIR8tRnrimRYKYeoNPz6DgdzXN6/wCNtG8OqwuLpZJ/+eMXLZ/kPxosTKUY7nUqeAe9TcBckge5NeFat8X9XuGZNPgjtYj912O5se9cfe+LNe1Bj9o1W6Kd1SQqPyFUonNLExWx9NXGo2MAIlvIEP8AtMK86+JOsaff6fZ6da3cc1zNcrgKeAM14rJPLPzLM7ntuYmpdOwLyM9CGpuKS1FGvKclGJ9NaX8JNG/s+P7bLJNcOgYuh4Bry7xFpiaNr9zp8b74o2wpq5Z+OPEdpYrbQ3/7vGAzdcVhyzSzzSTTMXlkOWc964K9Sm9Ej6/LMNi6dRzqSvFkfCAkn6V1mh/D3W9bsxdRKsMTdC/Vq5Mk4BGCR2r1bQvirZWWmRWt3aSl4k2gp0NZ4eMPtM6s1q4mEV9XV2edaxpF5omoGyvY/LkHQ9mqxoniDVPDsry6dPsVjzC3Q1P4q8RyeKNXN28Xkxj5Y178VhDOG4I9amU1CfuM6KNJ4jDr61HU3PEPizVvE0Qh1GZVgH8CdCah+F+pGw1+70WRisVwC8Y9HH/1s1TsLC81KQRWVrLOwHO1aranaan4V1ew1O5tJLdoZAWZl6r0I/LNdOHdR6yPCzfDYalBeysn2PcAeTkZJxxWbrms22gaU13cNuwdsSd3b0q9HPHPapdhgIXjEm7OBgjrXkmuaw/iDWJLhy32SAkW8fYD+9W1WXIrnn4PDyxE1BFO+vLjVb77fqbbmLAJFn5Yl/xFe4eHtG8KHw8jKLeVXj+eRyN1eFM6qORz6Uzzbp1KRSOinqA2B+Vc0a+uqPdxeU3jFUpW9DU8SnTbHX7mHT3Btl6YPf0rDM090MIvlx+vrViO0jiBLnzHPrXUeB9P07UfE0dvfuoiC5EbdCalNSkdFRVaFDmqSbSOVgt4YTuIYt6sKsMSST1zwMV9B614Z8PvpUyz2ltGiodrggGvn+4RI7ieNDujEhCHOcilXpOGrY8px8MUmoxasW9I1i+0S6Nxp1wYnPDKehrT1Txnrmsw+Td3YS3A+Yr0IrnQNvX04qsL6yk1azsrubZaNIvnt2696VHnloti8whhaKdaolzHe/D7Qsytrlwh3vlbcf3V/vfjXoTfdNUNNmtprZDZvG8AG1PLIKgD1NaWAUzXelZWPj6lV1JczKT9KgJq1KvAqofvGmT1G9aCtKvU0uOaB3LNovNU9dl2SqPSM1fsvvgHvWF4imzf7B2AoY46lWzG9w1bEQwazbCM8GtZV5qDVj161Kp4IqIcUpbimmZsA+W/Gta2JKj6VilsMMVq2UmQAfyxwfrVpmU4miBxhs474rmfGHjCDw3beXD+8vHXESA/dHqaseKfE8Gg6bvV91w+ViiI5c+v0rwy/vZ9Su5Lu4mMk0h+Yn+D2pnFUnZ2Q2/vZtRunubiYyO2TuY/oKrxpvwu1voOtS2tlJe3McMELS3EhwkYH617h4J+GdrpCR32rr59794I/KR//Xq0c8pNmf8ADPwPcWc8es6iXiJX9xGvUg+teqlycnAXJ59aaOBjj2x0NLTEOBzTJ/8Aj3m/65t/I0tNm/49pv8Arm38jQA80hApSaSgCNhUZFTYphXHNICtIiupRlDL3B5Brxz4hfDgQM+saIm6M5LwqOle0Ed6iZFZSpUFWGGGOtMD5DIAbkklcgj0PcVqaRrFzoV4tzbOdoxvQfxivRPiN8PPs5fVtGh/dj5pogOnuPWvK2QMMrw2evp7YqWi4S5dT3bRtStdY0xLy1kDRP1/vBvT6VfHWvEvDviC48PX4lQ7rdiBNH0BHfFezWl3Be28dxbSB4pPutWckejRqcyLQqzbnmqinJqe3PzGlc1bNCfBg5GeK5HUsiSuvzuXbjtXLa1GVYkUDiN0w7pTk54rST1rG0libjHqK2oxkUItlsfcFRt14GT2HrTlbgD9a5D4i+If7A8OSeVJtubrMURB5HqfwyKpK5jUlyxucx4++IptHk0nRZf3q8TXH90/3VryKdnkcyyuzu5yWY5JpjyM7lmyWPUn19aZuJ61olY8uc3N6hzRSU4DmmT5Bnip7eQxzK1RKAetXLCwku5AFGAO5qZNW1NaEZSqLk3OtiuUmjXy+T3NSqDnLHaPWmW9qlvEFXBI7jnNSNloxgZIOSB1xXjzs5n6XhueNBOXY0LLR9U1OJpLKwlljHVlWqs0Mtu/kzo0Uw6qa9o8JeNPDkegQReetrJEuHQr1rzbxxrNnrviM3enIBAg2lgOtb1KUFDmizz8JmGJrYl0507R7nOcg9cmnY4xkcjGfemkc5NNJYtjbnH4VzqyPcem56h8M/E2j6XaSWV7Ittck581u+ah+LPijS9Z0IaXZMtzcK2TLjoMV5nvZ8rLbvJ6GNc0edbPBKN21sY2sOa641ppJWPlcTl2HqVpVnPW2x1Pwp08eMrDUND1LU7tREgEaRtgBfrVfxZ4N1Xwa6i4YTaWzbUmQcr6Zrof2f8AT/32sanghc+Whx1r2DVtKtta0ufTruMPDMnGR0I6V2TpqcdT5qhjamFrXgzwnTfh1rt/pv26KNFBG5FY/eFc/c289ncPbXUXlzocMDXo0PxMvdBaXQ7rTxJLZny43DYyo4Gfwrz7WNZXU9UmvrlgkkpyEA4HtXBWhFK0dz6/LMZiJycqyXKyr0p6uwcOjFHXo44NRJNHIdqk4PQkYzS4P4D9K5ldH0PuVI90XJtV1G5Ty5r6Z0xjaWqqDkdOM9aTB25IwPX1pHLJGQFdc9yvBptyluRFUqGkUkZ+raktrEURgXbofSuQlkaaZnckk1ueILDyXDq+4EZJrnm4NenhoxUbo/P87r1p13CeiWxqaR4h1TRbhZrG7kiwfubvlP4dK9p8HfE601xo9P1FVtb9vlBB+SQ+x7GvAM4yakSVlZWUlSpBBHY+tbtXPIhUlFn1pLwMDB+tU5Dk8Zx61w3w48aya5anS79t17bp+6kY8uP/AK1dwx+c9azaselSmpq6EXIp3NGRSjLHAFItlu2BHPftXL6w3matKOuCK6y3QjafauSv+dYnP+2RQyqa1L9ipVBV5TzVW2GEFWV5aoNZjx3zTS1OJwpFQEn8KDFsfgsVUYBJ4/rTb/WrbRNOkurh8xgfIB1c+gqlfajBptu91O4jWIZLE9fYDvXlGueILjXtRaeQlIkOIos8IPX61aOepVsS6zrFzrmoPdXTtlvuAH5Yx2H1qpbW0l7OsEabp5mCogqC3zKybDufOAoHX8O5r3P4eeAxpNuup6pEv26XDJF18texzWiPPk9bl7wF4Ej8PQLfXirJqMijr0iFdxuLZOTz1z3pcZLZ/iPPvTv50EDKKcelNpoYU2b/AI9pv+ubfyNOps3/AB7Tf9c2/kaYDzSdqU0lAABSEcU4UhHFAEJXg0wgVMRTGB9KAIJESRCjgMrcHI4x714j8R/An9mXL6xpcLG0Y/vUQfdP97Fe4sOKgliSSJo5UV4nG11IzkUMD5KY5GRwa6fwn4sfRrwWlyf9Blkyuf8AlnWt8QvAsnh+5a/sY2l06Z+SP4GrheGG1lyO2ahq5pTm4s9/t7iO5hWSMhlYZDDvVlNyOMivKPBfiv7BcJp17J+5ZsRSE9/SvWFYMFbqTyTUNWO+nNSRoRHIrI1e3DRM1aUTEflUV9H5tscCpRtF6nIabMU1ONfU4rpV61zFsDHrkIx0cV0qvlqpFyZNyO1eEfFrUpLrxcbYt+7tkChfRjyT/KvdRnOTXzx8SAf+E61DPqP5VUTjxTfKckTknJ696bSng0laHni96dSCnUw8ySFS7bQMk17x8Lfh9pep6N9u1BjKx6Rqea8b0KDzLveVDBRyDXcabrWoaO5ksLx4cnhAeK5aldQlZn0GX5ZVq0ZVKbszs/iL4P07w7BBc6cTFu+9GTzXn2R5gbO0dm9Ku6lq19rMgm1G6eVx0UnipNBs7bUtat7O9dY4JG+ZicVwztUn7p9RhI1sJhv3zu0ZrbZG+bYSf4hT9u0bcbQR0HFe2a34N8NWvh6ZlgjXZHlZQ+CTXiKktlSxZVJA9cUVqc6ejLwGPp4pNpNWFAJ47etOOduD3PP0rsvBvgJvFVm97LdeXb5KhU68Vm+KPCs/he/EDTCWKQZjz96hUZpKZTzGjVqvDqWp654Nt9BTw9C1mLVyVzIXwSD3615L8VLTSZ9albTlRCkZLtHwM1z8V3JbZWC6aAOPmQPgGql7cKbQxxHfNOdqpuyxY9K641XJJWPBqZdGi51ZVL36Hr/wM1ewufCsmmW8Wy7tnzMcfezXqy8yr6Doa87+EXgqbwp4ckuL2Mi/vTvcf3V7Ct/xX4usvDVhI08w+2OhEUVdeiifKqMqlTlgtzxDx/Ys/jzUZBPiMt0U1o/Dbw9o1/rz/wBpYfyxlI5Dw1GheE9Z8Zy3GpK6xJNJuZn9abrvg/WvCpS7kbcmdomiOCtcbc1LmtofXxhhnQWGjO0z1XxX4X8Py6FM0ttb25jT928YANeCBh84ySFJA9wKuT6pqN5GYri/nljHZm61UxjAz+Fc9arGeiPWynAV8JBqc73N/wAFWmnX/iWGPUmAiHKg9M17fqOh6HLpksc9vbJAEOHGK8B0jRtQ1nUUttPiYy9d46LXTa34P8YabYGSa6kubYDLxrJ0relNqGqPMzWiquKj++5X2PP/ABNbQoLqO3GYVc7T7VwbDHNd5qOG0mbnGOufWuDf7xrbDybTuePn0FGqlvoMpM4paSug8A0tG1SXSNUtr+EkPA4bAP3h6V9MQSC5hjniIKSKGB+tfLCkbccev419HeCGk/4QzSTLyfs4wfUVEzrwsmnY3TnBGRT4j8wqNmHPFKrYINQd5oRZ45/hrj7jnUpz1/eH+ddfAcgfSuQm/wCQhN/10b+dJlUzXtx+7FWV+Vhnv0qtB9xatyLhV4yfSlYqo9RkpwpzwfSqU91FZW8ks7BUjG4k1ZvJ1hBld1TYPnZv4RXkni3xS2rTtbWzn7IhPI/jNNI5Kk7IqeJfEkuv3sbE4t4WPlp2PvWPGNzrn5i3C+uPT3qNUyozg88qOq16/wDDL4cm4ni1zVoikSjdbQv1Y/3vpirSPPcnJmp8NPh8LZYdZ1eJGc/NDCV5X0avVkHBJGCeD6kU4YUFVC7e2BwPaiqJYAYGPSloooJEPSkpT0pKaGFNm/49pv8Arm38jTqbN/x7Tf8AXNv5GmA80lKaSgBRSnpSClHWgBpFMIqTsaaRQBERUbLUxphBoAoXtnBfWktrcQiWGVSrxn+IGvnzxx4Mm8M6mxiLzafKdySAcIfSvo8jn096z9U0y11Sxezu4w9vIOgHQ0AfKjKTnBwc9R2r0PwV42Ilh0vVJPaGdv5Vi+NPBtz4W1AsqvJYyfNHIPT0Ncr2XfkFDksP4TUNGtOo4vQ+k4pVZiMY4/7696lY/IR7V554F8UPfqunXjg3MIwjk/fWvQtwKnnII4Pp7VDO+nO7OSv4Qur27Du4rcCgMKxdXcpqVtt6lq2fTPWpOlk4HHHfv6V4b8XdMa38TRXoQiK5iHzf3nHX9MV7ihAOPWsDxj4bh8SaHJZkgTr88LHsw7fjWiOSvDmR804OcUmKvX2nXWnXj213C0UydVYYz9Kpkfn6Vpe55zTT1Ez0p3UUynDmiwuljovDkq+aYlAMjkKo9a9d074U6le2guJ7lYJHGVTFeD2txJbTxzRNteNgyn6V7RpP7QF1a6bFb3mkLPLEu0ShuKwlQUndnr0c2r0aap0zntW0u50jUpbC7GJY+nvVXDsAvpzkdRVLXPHlxrepyX08Ch3OAKx/7U1HUJktrZX86RtqInU1zPCy5rxPfhn1GNG1VXkdVcahcmELdX8nkpxsZ+BVOK4+2ziKwtprmXpiJcg16d4N+DFqtpFf+KXee5fDC2U/KB716rpmiaTo0flabp9ta8fwIM/nW0cN/MeZVz+SX7qFkeP+E/CvxEt0MmnvHpdvL1SY5x74qHxb8LfG12Df/wBrpqk6jJToR9K92zk5Jz/tf0p3PUHBXrXQqaSseJPF1JzdTqz4i1O21LTrtrbUIpoLheqS9/pVNLiZHEiu/mocq2eVNfX/AIz8CaX41054buFUuwpMFwgwwPvXyd4h0O78Pa3caZeqfOgOM/3h6/lTSSM3WnLdmtb/ABH8W2yLHFrNwVUY5PSqf/CS3lxfNdajO93M38TtyK3fAHwy1LxtOZdxttOXlp2H3vYV7npHwY8IaZGizWjXcyj5mc5yaHFNDo15UZ80WeeeBPitaaHaGyu03Rsc7gelaXi34gnxJY/YbSAR2rfecnJIr0S6+F3g66TZ/Y8ceR96MYxXGa38FTbRtN4e1CQSLk/Z5futWU4Plsj08HjaCrKpWjqc14V8GXvihHkhdYLVDgMRVrxH8PtQ8O2n2nz0uYEOSQORVXw9491f4cXEula7pT+Uzcdh+fetHxD8VYfE1g9nZwiJG4JY1g6EIQs9z1aWa4mti1GD9wzvBfiz/hFtTkuJE8y1m4YDqK7nV/ippUumyRWkbvI64+YeteRBMBcEfL39aY0kMeWkdQB15rKFWpFctj18VlmEqVPrE9GUNelMNo6sQDKxfFcS/wB41ta7fi6ufkbKjgVjOMMRXZRi0tT5HN68atdqGyG0AUA80/bnPX2rY8nct6ZYTapqFvZW4zJNIEUf1r6at7RLGzhtYlCxwoEUfQVwnwo8DyWsZ1/UI9krqRbIw5AP8VeiXH3yR9M1nJnfhqfKrlfvS5ORikPWnRnLVJ1l+14Fckw3X8v/AF0P866+3HHtiuVSPdeSn/bP86Ui6eiNKDsKuuxVVYcEVVgX5/XA+761yPjfxgLC3bTrFw1yww7jnaKaRlVmkYfjjxT5876bZSFYh99vU1xCReYRs+ZhyC3QDvSKjTM5c9Wy24/1r0z4a+AX1+dNQv4ymmQtlQ3HnH/CrseZOfMyb4cfD3+15RqupxsljEcqpH3691SNY1VVXYiriNfRaLe3ighWKKMJGnCoOgFSHPOaZlcSiiimAUUUUAApaQUtMAps3/HtN/1zb+Rp1Nm/49pv+ubfyNADzSUppKAFFLSCloAO1NNOoNAEZFIenSnkUhHBoAhPrio9uOmcelTkcUwj3oAytS0y11WzltbtBNC/y4xyvuK+dPGHhm58K62beQEwud0LdmU+vvX00w254BI/Wud8XeFrPxRpL2kg2Sx/NHKex9Kkadj5ttLyXT72O5hcrLEdwb09q9t8OeI7fW7BZQ4WVABPHnJVvWvGNW0650XUpbC9iZJoDj5h973qTQtYl0LVlu7fJA4kQnhlPX8alo6KNSzseuayM6rakH+MfrW2VJaufF1FrK2d/Bgxkg4Haui6dqix6SldDlyKZINwOaeDkUhFMk5/xH4V07xLaNHdptnAyk68Mp/wrx/WPhvrumMzQ24vLfPyPCdx/Ic176aE6DnGevGaabRjOhGWp8s3djdWUvl3dtJBIOqyKVP61XHFfWaWsE/+tt439nUGqzeD/DssjSyaNaM55JMf/wBeq5jn+qtPQ+VVzzgZ704HCE4IHp2r2L4s3mk6Lp8Oj6dYW0dxP+8kZFwUXsK8aLdMdhiqTOacOV2F3E49ua94+BHguOUTeJ72LcUJS2VhwfevDLa3NzcwwKCTI4UY75NfaXhbR49B8KadpsYwI4QW+pGaZJrA7gAercnFOHIHTGcE03OBwMGobiGWa2aO3l8uUDKs3TNAeRS8SNcw6Lcz2eftFsPMRcfeA6ipPD+rpr+jW2oQ4KzLhgeqsOCDWdpniiK6v5NG1SMWmpxfL5b/AHJl9VPvWQiyeANad2Vn8P38u4nGTbSn+lAHZ219FdzTRwNkwHD4/lXl3xP8B/8ACU+MdDeCHaJDi6kUdVHrXQaFenTfiFqulSSh475RdWzA9fb9a7pV3BWIAf196AK2n6dZ6TpsdlYwpFBCAoCjHSrQGMgYzR1bacYPYfzpjzRpC0srARhd5PoBQA7zFL+SXw/p6UpVdhBGKwtDnfUZrjWGysLEpEp4GB/FVC91ubXb46Rocu6JT/pl8Pux+ynuaANHWNC0fxdp01tf28c0Yyolx8yn1Br5i8f+Ab/wNqhKl309z+6mH9a+srS2jtbaGGIYRR09fc1neJPDlp4n0C4028VWWQHy2P8AC3Y0WuUpSWzPi4ahdY2+c4Hbmo3uZ5Tl5GwepJrQ8SaDc+G9dudLulIaFvlJGNw9RWl4H0fSNb1d7HVXdC6Zh2NjJ9KlxSNfb1Je65P7zlsEjPNJjOK9r/4VToGTl7sY7eYD/Srdt8M/DcDoxglk2nJDvkH68UcyGsPM8Pt7aa6nSG3iaWVjhUQZJr1bwP8AC8vNFqGuqVUEFLYfxf71d/Y6Tp+mRlbGxhgUnogxitizxn5jjPUjqaTl2NYYbl1ZpIqpEERQEC7QB/CPas25AL4HGK1FyRzjPtVC5j+cmkdEdNjOPU+1PjHzU1wATinRctUmjNGH7jfQiuXt2/eyPjILE4rqYRlWycAA8/hXFNqEen2VxeTDMadB6ntRJFJ+7cq+KvEyaNZvBA2L2ReBn7nvXlyGS6lZnffK5yzGnX99JqN5NdyktJI3AP8ACPSrOh6Lea5q0Wl6aGMsjASMBnYPU1SR5tapzM2PA/hCXxdrSxKGGmW7Znmx972r6XtbSCytILW0QR28KhUUDt6/Ws7wv4atPC+hw6dZqAwAaZ8ffPetn6DHtVo5h2QAABwOlITntSUUAFFFFABRRRQAClpBS0wCmzf8e03/AFzb+Rp1Nm/49pv+ubfyNADzSUppKAFFLSCloAKKKKADFNxTqKAIyKaVzUhFIRQBCyVA6YO7svUetWiKYy+1KwrHn/xE8Grr+kvdQxD+0LaPcpUcyD0+teC/2dc/aFtYrSVrjIXy0iJYk+vpX1wwxzVL7FbJKZUt4VlPV1jAY/jRyjTseV/D3w1rNrpZTUIBBCHO3eckV1pHNdUIgNwzxu6fhXNTLtas2j0MPO6I+lHWg0g4pHXawhFAHApCcmgZzQItQ9atPIsUDSNgKilifYVUh6VgfEPWP7G8EXsqttmlAij+p/8ArZoSuyJu0WzwDxZqn9s+Jb+9DMUeYhAT0UHAxWFUkhyB7DFR1seS3d3Or+HeljVfHml2zcp5u8/QV9jOMSkAYUAAV8rfBRVb4k2gbshxX1U+fMbPrQIbjccdqXqMccetJTl60AZus6BY63bIl9Hl1P7mZeJIz6g15B8RvF+teB4m0D7bDqMdzGQrTDc0Y/xr2+e5S1tZbmQ4WGNnJPtXxf4t1x9f8T39/OxYSSkICfugGgCfSfFeu2WuWd/b3U01zA22NScll7ivrbwxr8HiXQodRjBjlIxNE3WNu4NfPvwT8Gza34kXWbmLFlaHI3LxIa9X8Mv/AGL8U9d0VlKw3aC6iXt74oA9DGB8wPHc+leE/Fj4riKefQNFwyhgLmZT3HYV6Z8RfEi+F/BV7fKds0i+XD9TXx7I8lzKWckyyvliepJoA9p8OfENfF81vpWvag2k6bDGFUQ5UT4HRj716hpmu2X2Uad4T00sq9ZDHtQe+T1rgtQ8AJpnwl0i9NpE1/ZMl1LkcspOSP1r2LQZra50SzubSOOKKaFW2oAO1AEthbzwQ5uZvOuDy7dh7Crm0nJ7elLgAdKcDQB478dfCkOo+H01uFALq14ZgOq+9fOFtcS2twlxAxSVG3KR2Ir7P8cWiXngvVIJOnks1fFLDDMM9CRQC0dz6H8Ia/H4i0OK4B2zoNky/wC16/j1reGDg968E8CeIG0HXYjI5+yTny5ATwD2Ne9Iyuu5WyjcqfWs5Kx6eHqc6sOqe2yMc1AKkiOHFSbPVG3EcoPWq12h5NWLcjFF0MxU7ma0MJupqaBeM4pjqATU0X8NG5rujTtohKhUKMsrYP1rzD4haBrFjY20KQPJZsPNkkjGQCOgNer6cP3gronCNH5bIrqwwVIyCKDgr1XHRHyFZWNxe3axW8Jkmboq9AfpX0B8MPBf/CL6P9pvIgdSuD8+Ryi12EOh6XbXH2iGxtopD1KxKD/Kr3Vi3fHWtDkFptFFABRRRQAUUUUAFFFFAAKWkFLTAKbN/wAe03/XNv5GnU2b/j2m/wCubfyNADzSUppKAFFLSCloAKKKKACiiigBDTaeelN20AJTSM1JimkYoAiYVEwqc0xhQIiZeT/vf0rlrn74FdY2NxH+1/SuRuTmXgd6yluduG2IyOaaelLnmkPekegxmR3pynBphHelX8sc80ElqE5J9euBXmfxt1FI9L0/TMfvZZDLz2AGP616NpSy6uZGt/ksoifNum4GO4X1rx/V9EvfiV4xmj8OJJLaWv7truY8E1cUcVesmuVHljY6jvTa9G8XfB/XvCunC/LR3lsv+sMPJj+tefFQWJHAxVnEd78HJxbfEax3Dl1IGa+r3yJXHvXxN4d1V9G8QWWoBiGhlBYj0r7Q06/h1XTbfULeQSRTRg7h2OOc0AWBTqTAX7w+mKXPHTigDnPiHeCw8A6zMDgiLaCPU8VyfhD4U+FJ/DWl6jdWJluZYxI5LdSfWur+IFt9s8CatAE3Ex5xj05q94VZB4R0onoLdV/EUAaNlYWmnWqWtnbpbwJ91EGK4rWUaL4xaJOnR7ZlY+owa7wAY2+/SuNvIpLz4qWRTDQWlqS5HY0Ac/8AF7RdR8X3+k+G9NKKW3TSFuigev5Vz/hf4B3Njq0F7rF9FLHCwby0HXFeg3Ewt/itarJ0ubQ7CfXmuzKYXaOfm696AMvxFbJceF9Rt9uIzbMAPTC8Vg/Ci8a9+Htizc+Wzxg+wY1f8faj/Z3g2/Kk+dOvlRAdSzcY/WpfBGj/ANheD9PsSu1xHvcejNyf50AdDnvS008CjPTNAjK8UgHwvqYbp9nbP5GviCb/AF8gHTcf519efFnxFDoHga7G8Ca5Uxxr3Oa+Qm5Yk9TzigYnIHHavpXQpxcaBYSgggwJj6gYNfNZxt9CDX0P4LR08HaYr/e8rv8AU1EjqwivJm/T4/vimYzwOTQuQQRWZ3m3bZ71PKMoRVO2Y4Bq6cEYNMzZi3AAenQDO2nXq4Y0tvwopotao19O/wBav1rpAOa57TuJEPqa6HPzfjTR52ITuIwAbOKSnN1ptWjAKKKKACiiigAooooAKKKKAAUtIKWmAU2b/j2m/wCubfyNOps3/HtN/wBc2/kaAHmkpTSUAKKWkFLQAUUUUAFFFFABRRRQAUhFLR2oAjIqNh1qRqaaBEUnGT71x0/3znPWuwmP7o/Q1x9wf3v41jLc7sLsMFIetKD1pjGhHc9hO3HWqMsM+sazb6HbMyo6Ga8m6eXGO2fVun41fH3qu+CreKzsNX1e6ceZJOd7HoiJ0H6VUVdnLiJuC0Mb4naq+l6Vp/g3w8Nl9qJCIsf/ACzj6FjXXeGfDll4R0G20uwjVCFHnSd2bHOa4L4dQv4y8eav4zuxvhgY29kp7AdxW/L491LUdVvdO8LaI19LZttnnmfam70HFaHnHY3kMN1pl7bSoGhlgbI654r5u8D/AApTxneapcS3TWtla3DRrtGS1eoap4t+IVlYzmbwdEyNGV3QS525HpiqHwd1/RbTSbrSru5Wy1aa5Z5oJvlPPpmgAb9n7w4U2rqFyDjk+tbfhnwNrnguTytL1oXunt963uP4B7V32MYXICH7pHOaCdg2s6of9psCmARMxjBZQD3HpTvTtmkVkflJI3HoHzTgvUZ/CgBksSXNvLBKQUkTYQa5PwrqzWOpz+Fb8CG6t2MlqT0liPp6nrXXlcKK5vxXpNtrKRxNbStfxfNBcR8GNuwJ9KAR0W9YonkY/IilmJ9q57wnjUbzUtc8soLhykee6j/9Vc/qGg+K9V0j7J4h8SW2nWx4fyB8zr6ZzS2MPhTQ7KOzfxaWhhXaq+aOKALXxFtbqB9I8RWYBk06UGYLz+7J5rt7W5S8tY7m3ZXSVQ2VORXmtxq3w/eCWC48RvJFKu11MnBFUY7fwQ9ubbSvGc1khGMebn8qQHU6hEfFPjK1sgN2naafNlbs0g6Cu1yMnHY4+leeeFNN1nQbcQaVqtprWmly25m/enPXJr0CP5kXjYccqeooAlxxyKimlEELSMpYKCcDvUnU4GaQAlCCueaBHiHinwN4u+JeutdXYTT9NhO23VjkkepFEX7Odj5WJNalMuOoXoa9w7YFMe5ghIV540PYFwKBnyj47+E2q+DbVr1ZRd2OeXXqvua7vwlf3KeErC5vbUx2pXYlxHyvH970r2fWLS21TRbq2uEWSCWMrjrnIryWDQ9V+FsQvIFfU/DNzxe2jjcbcE/eHtQ1cunNwd0bQIdcqQ2OhHelHQVV8QxaXoGlQeJdKnebSLlgJIlOQoPcelThlIRlwy4yCDwQayaselTqqaNa2+6Kv1nWp4Ga0jyBSCRm3i5ao4B+VWb1cDNVoThSaaLgbFgcOmf71dEc5rmrE7nT/erph0po4cTuIaSlNJVo5QooooAKKKKACiiigAooooABS0gpaYBTZv8Aj2m/65t/I06mzf8AHtN/1zb+RoAeaSlNJQAopaQUtABRRRQAUUUUAFFFFABRRRQBGf601ulOP9aY3Sl1EyCU/u5PYVyM33yfeutnOIZD/s5rkZj8+BWctzuwuxF69aQ0vOTQc1J3ABXH+LvFDaZ4QuPDlpKDquoXZj2L1WNjwfyNdiK5y28P2mpfGLTZ5kUrHaGVwe7AnH9Kqm9Tlxcbxueh+DdEi8MeGNN0qBcFUBmI4yx6muc8ATRWXiDxN4eOUuI7j7QADgspNdw7MWZyCCDx9K82+I1re+GvEun+OdJhaQRjy7+NB99D3NannHp4kdfvPjcfwxXOeJ/AmgeKYz9vs1iuRyl5AoV1P1HNa+m39vq2mwajaOGt7hA6+q57GrPuKAPINM8ReIPht4og8P8AiW4e/wBHuW22123JHpya9A1/wlba5aXElzfXMmYmeIRuV7cUeNfDFp4s8M3FpOga4ijMltKODGwrM+FviY654VitZ5xJqWnuYJ4/4mA4H6UAZHwl0VZPCb3Vxc3P2mO6dPmcnAB4r09F8tcByx65NebT3s/w38XyG4Rn8Nas+7zVGRbyd8+gPFejRuk0SSwypJCy5VlOQR7GgCUkt3FcB8U/iDJ4I0uGGxUPfXH3Sf4a77AIwBwO/WvM/i/4Du/GOlw3ulrvvrXjyu7igD561fxbrmuTvLf6nO+4/cVzj6YrCYhuST+NXNQ0280q5e3vbaS3kQ42uveqLDIB/rQAoI9AaOCaaDinopdgFBYnsKANfRvEWraDcLcadfTROhzsDHaQK+tvAPiKXxV4RtNUuFAuGG18D0r5m8KfDbX/ABTPGsNlJBaMfnnkBAx7Zr6n8L+H7bwvoEGk2zFhCBuc8bietMC9qB1DycWAj8zsX6CvKPEeteO7HxnYaBZ6pbSTXg3YVf8AVjvmu98W+MrLwrZfP+/1CT5bazj5eRj04rJ8DeGLyC7n8Ta/iTWb/B2HpbIei/XFAGBrd/48s9csfDFvqVvPNeruluguDEveuotvhzpZjzqU95qFzj55pJCOfUU2IC5+LEpcZNva/Kfrmu1P+0c85HvQB5N4nsfEPw+tvt+kX0t5oe8fa4JiWeJD3WvR9Lu7HW9Ct7m2K3FpPCMA8hhjkGrtzbxXdtJb3EayQyqVlVhwRXlnhu6k+HnjWXwnfOf7F1A+bp0rHhCTyufrSAu6n4fh8MwXtq0TzeF9QU+bHjJtX7EDsKxPDDf8SKCITrcCAtAsqnIZVOAfxxXsM0Mc0bRTxh45FKOrcqRXmLeHo/Ct5PpsC7bSWQzWw9j1X8M/pUyVzow0rSNK0OFGa0xkjrWTan7orXU8CoR2zWpVvQcCqcfYVfvVyoqgnamaR2New++n1rpewrmtP/1iV0v8IoRwYncO1JS9qSrRyhRRRQAUUUUAFFFFABRRRQAo606mr1p1MApk/wDx7Tf9c2/kafTJ/wDj2m/65t/I0AONJSmkoAUUtIKWgAooooAKKKKACiiigAooooAjP9aa3SnH+tNbpS6iZVuGxbyH0SuSlGJD9a6q6/49Jf8Adrk5mPmGspHfhV7ozncaCexpuTu5pT1pHdbQkAqjJMmj69Z+IDE8iwqYJlUZ+Ru/65rQApCoZSpAYMMMD0NC0IqQ542OwjmS4hS4t5BLDIu5HHTHvSyQw3ts9vMqvBMhjdT0we9efC11bTZGn8P36wEnLW1wC0L/AOH5VZHjbXLNT/a3hhpVGA0towO73AyDWyZ5cqMk9iv8OLp9J1vXPBU5P+hymW2yeSh5wPwNeh4HHqOorxXX/Ejx/ETTPFul6XfhViEV6jxEYXpn3xXsdjqFrq1qt5ZSrNDIMgqeVJ7Edaozaa3RYIPlShV+Z4yo+pr5/l8C+L/C3ju3fR70pLqLPIZVGVTk8NX0BnbjOc0/cC+WUZBGGxyBQI811Lwl8RdYsJbC+1rT5bWVdrp5f69ap6N4U+Jng+1S207VbS+tEPywTZ4Hsa9XB+8M5BOck0oYA4ViPx5oEeazfEPxVoIx4k8ISvCPvT2hyP5VveH/AIleFPETqltqH2e6/wCeUw2MD6V1zN8pDEkt1VvmBrjfE/wx8M+JVMrWos7zqtzANpB/CgZ0epaHpWspt1HTre6B6NtHPvmuZufhF4IuGLHSgpPXaa5P+2PGPwpURatCdb0MnEU8fLx/Wl/4aK0MD/kE3fHHUf40gOlj+DfgdGB/s0v7E1u6X4F8K6Y4Njo1urr3K5xXld9+0WjZFjoWeOsrCsmHx/8AEjxxJ5Gj2v2eFjgNGuFH40wPe9R1rSNCtTJe3lvaxjjYCP0FcVcePNa8QytZeEdJKx8r/aN2dsa+4Hc1ylh8ENW1aUXnivXWeQnd5aEvg+nNeoad4M06w0+O1aW5mRBgEvj9KAMTQ/Dmh+H7v+19e1iK/wBaIy1xOwwh7hR2q5qvxP8AB+lxGSXVo5XHOyPksa1JvB/h65I8/T45COm/mqF38NPBt4D5miQEkYyoxQB5f4W+JkGrfF77bKPs9ndp5ERbue1e+JnIB7Dg+tebaT8GdA0fxD9vgzLb4wsUnPlt6ivRolWKJYwSQg2gnrQBKeenB9a4n4oeFf8AhJPC0kludmo2P7+2lHBBHOK7fPamMqsCGxtIIP0pAcP8LvGn/CW+G1W4+XUbMCK4B7471teLLSOfRZJP+Wls4kV/T1x+Ga8s+FUbW/xZ8TRWq4tQTux0BzXonxI1eLTPBd0DIBPclYIAOpYkDijoVB+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"path": "030373.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030374 | Women Tops & Tunics | {
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",
"path": "030374.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030375 | Women Tops & Tunics | {
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",
"path": "030375.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030376 | Women Tops & Tunics | {
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",
"path": "030376.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030377 | Women Tops & Tunics | {
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",
"path": "030377.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030378 | Women Tops & Tunics | {
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",
"path": "030378.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030379 | Women Tops & Tunics | {
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",
"path": "030379.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030380 | Women Tops & Tunics | {
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",
"path": "030380.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030381 | Women Tops & Tunics | {
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"path": "030381.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030382 | Women Tops & Tunics | {
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",
"path": "030382.jpg"
} |
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling. | 030383 | Women Tops & Tunics | {
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",
"path": "030383.jpg"
} |
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