question
stringclasses
5 values
questionId
stringlengths
6
6
question_types
stringclasses
5 values
image
dict
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003400
Men Tshirts
{ "bytes": 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", "path": "003400.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003401
Men Tshirts
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", "path": "003401.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003402
Men Tshirts
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", "path": "003402.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003403
Men Tshirts
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", "path": "003403.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003404
Men Tshirts
{ "bytes": 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", "path": "003404.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003405
Men Tshirts
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", "path": "003405.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003406
Men Tshirts
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", "path": "003406.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003407
Men Tshirts
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", "path": "003407.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003408
Men Tshirts
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", "path": "003408.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003409
Men Tshirts
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", "path": "003409.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003410
Men Tshirts
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", "path": "003410.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003411
Men Tshirts
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", "path": "003411.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003412
Men Tshirts
{ "bytes": 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", "path": "003412.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003413
Men Tshirts
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", "path": "003413.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003414
Men Tshirts
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UARsoZSpGQRg15qGgF7c29vcLNHBO8BZD/EOo+oziut8V+I7Twp4fudYuwWWIYSNesjnhVH1PfsM15N4Bu5dU0O91OYIsl5qM87KvRSSOBWdRe7c3w8mpWOzUYHWpUUZ56VW3kNjOARmrCsSh47cVyncmNePOaqvGSelaIAkQNzg9fammPI4pNFqRUQlevWntI6pwacy4pknI696aRLJUnnmGI9Qvbdh/zzmOPyPFQ3l34ntbZ5LPWll2jIW4tkb9QBWTeXrWjlgeM1neIfGNjpFgVublfOZeLdDlz9R2/GrjKWyM5Qha8kjAi+PfiOwvJLPUNI0y4eJyrGIvFnHfqRW7Z/tD2LYF/wCHbmL1NvcK/wCjBa8Mv737bf3F1sVDM2SB29qqlveu1banmtK+h9N2fx28GXIHnPqFqf8Apralv1Umt+y+KHgq+KiLxHZKx4CzMYz/AOPAV8ibhjtRuBoFY+3LXV9NvwDZ6jaXAP8AzynRv5GrZBP8J/KvhhdqnKfKfVeKuW+r6paEfZdUvYcdPLuHX+tAan2wQM8gD61EceoH/Aq+RLf4geMLchV8TapgdA1yzfzqYfFXxwBgeJL3/wAd/wAKdwPrNsdBg+vNOWMHk4I9q+SX+J/jiRcHxLfAf7LAfyFVZfH3jGfiTxNqxHtdMP5UXDU+wVQliQh/I0ojYsfkYDp9018bN4v8UOMN4i1Yj0+2P/jUL+JNekBD67qbD0N2/wDjRcNT7QcED/Vt/wB8mqzJIF/1T8n+6a+Mf7W1HOTqN6T6/aHz/OhtW1BxzqN57H7Q/wDjQmFj7J8l8sWRhn1FU9Q1K1s0zcXltAoHLSyquPzNfHj316/DXty3+9M3+NVnDucu+4+rHNPmDU+nL/4jeDdOJM2uRXD/APPO1RpT+gx+tcjqnx2s4GkGjaRLM7KVWW7cIo99q5J/MV4htPdhRtUHuT70nIdj374J+KNR8ReKtak1S68zdbIYo8hFQBzwienPJ/PrXrvii8+xeHL6TOGMZRfq3H9a8j/Z100/Y9c1OSKMhpY4I3OCwIUlh6gfMv1/Cu28T6yNT1IadAwa1t3/AHhH8cg7fQfz+lZydkXTjzSsYWnQNb2W0D73OaV8HKd8VfcKsa8YA9Owqo5XlgMntXIz1YnIamu2VsnkmvYPAdt9n8HWI4zIGkOO+SeteSaghaZiRj0r2DwVKs/g/TiP4Yyh+oJFbUjkxWyOjooorY4gooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKYzBVLMQABkk9qAPnP45eMpdR1v8A4Rq1k/0KyIacD+Obr+Sg/mar/CbUg+n6hpzEbo5hMo9mGD+o/WuD8WX8Oq+MNZv7dt0M95I8beqljg/jT/B2tf2H4lt7iRttvJ+5n9lbHP4HB/OiSvGxdOXLJM+gyuYgyjOKntXDR4zUFo4eIc8U9FMcvHQnmuNo9BE8beTMyE/Ke1WPutjuelQSIHj3AnNOjO9CCfmX160Ib1HyKHUkAZ9KpTKUjYd6meXaN27kdvWpf3cyBiQOO9G5S8zhPGN4NP0S6ut2DHGSMdS3RR+Zz+FeBK7uSS2STkknrX0L4ssIr+3nsmP7qdCpPXaex/A14JqFhNpWoTWdyuJImwSOhHYj2NbUGjkxUWmn0IdgPcmgoAOtRiQdj+lL5hPTmug5B+wUBAelNCs3JOBUqjaPSgBRGBjindDijP6UgIoAafvc1An3j9anxnnNQJ95j70AS0U3NGaAHZpM0me9NzmgB2RSEim4zShaAFzmijGKKACjPOBSHijOOfTmkB9J/Di5Hh/4IR3kChLq5kl2EDlpGfap/AAflU+lW3k24yM4HXv9aWTTZNK+GnhHTZGw67Hdc5ySjN+QLVcjYR24zj8KwqPU7MPH3b9xkrfK2CPpVInamKsltyt71WZSEx6VizsWhiaivyn+dej/AA0kDeFmXPKXDgj06V57ejIJxzXZ/C64DWeoWxIykquB35GP6VpS3ObFL3T0Kiiiug4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK5nx5q8Oh+BtYvZmA22rogzjLsNqgfia6avDv2g9VAtdF0lJ2DPI9xLEOhUABSfxJxQgPAiCqhT1FMPfmnuSajJbPaqA9z+GWuNqfh1YZW3T2bCFj3YYyp/Lj8K7eXHmbuAOOtfPPgjxE3h7WwZSBa3IEcpzwpz8rfh/I17VLqhuocKpBFctWNmd9CXNHzR0XCRk9+tUobtC5Uthhz9RWVa6q0haF2JdeCO/wCIp8kRMeMHcCSrDtWT3OlWLl9cLGodWyc9KqyXciLlGAUjJBqGEtKpBOTUNxA4U/pSaKumtBZommwxye4rhPHXhaS/tRfW6ZuoF+ZR1kT0+orpNK11rfWjoeqhEnkUS20q8LIp/hOf4hg/XFb13Asq4HWqTcXcyklUTiz5pVQewqUIAP4RXY+O/DAsJm1G1XCO376MD7pP8Q9jXFKCeprshJSV0ebUg4SsyYEZznNO3c1DgilDYqiCQtik3cHmmk80ZoAXOFJqJOlLIcLj1pAcCgBeTS0lKKADFGKUUUALRmkz6UmSaAHZpCaTFHegAz7UsUbTzJEgy0jBAPUk4/rTa6z4ZaONc+IujWbIWiWfz5OP4UBb+gpAfQfi+0FjYeG7TnFvGYsn2RRWZcTkRrsIwK6f4gQCWzsCcZE7c/VTXCSllRju4BrmqP3j0cNrAsrdKrgMfpVo5ZcjuK5G41CUalawpG0hd90gA+4i9z9TXWWztLFuAJzWJ1ctzLu0IJFbfw0uvK8QXdqR/roNw47qf/r1n3seUPGD61V8KXpsPGdg4bassnlNn0YY/nitKT1OfEQfIe40UUV1HmBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBE8gjjZ2+6oJP0FfHfjbxTN4u8TXOrSp5cb4jgiznZEPuj69z7mvqXx1rcXh7wVquoyAEpAyIv952+VR+Zr42fK4XqQMU0A0nNIabkE+lLnFMAIOODXceCPF32GVNN1GT9wSBBIx+5/sk+np6Vw4IpCR0qZRUlZlRk4u6PoyeKG4gFxDjzV5BH8qls7lZVXdj3HpXiml+PNZ0uxFrH5FwijCGdSWUemQefxrW8K+PXivJYtYkASZ96TKMCMnqpH93+Vc7pM644iLZ6nPELSfzoxiKRvn/ANlvX6HvUzMGXBGTisu68QaTDYs9xqVsImUnmUHI9sVzui/EPSb5zBeSm2kRiqSSDCyLng57H2NZqLa2NnUinuXfFvh5dWsUu4WMV9ajMMg4IIOR+tVvDfjiDWLJYLkbdRiXEqD+PHG4f54pvijx5pFpp89vZ3AubtlKqsXKgnuT0ryCwvpdPvoruI/PG2fr6itI03KOplOsoTTXzPZNagOpwTLKmI3Qpj2NeM3VvJZXcttJ9+Ntp9/evVrHXP7Zt45LboR82ex9CPWvPPFfl/25IsbBmVFDkH+KrpXTsTiLSipGPnNKKaKcK3OMOOo60DmgAZHpTm2hSRkUARH5n+lOApAMUuRQAtLxTc0c0AOzSZzSYNOxQAlFLiloAbQaU02gAr2L9nbThP4w1O/b/l1swi893Yf0U147Xb+BNW8W6Da6heeGbOR4pWSK4uEtvN2EZIXvjOT29KTGld2R75461BZdTtbCM7mhQySAdi3AH5A/nXIXz7IGUjj0NZ+majqOqRi81SR5L+VQZS6bTkcAY7Yp+pXD/ZZFJPPY8/r2rjm7yPWow5YJGDqniZ9NksltIYvNjyZXkHMgc8LnsAMfjmu406aR0b90qc44bP5V43qBMt7HGI3dpW+VAD8xz2r2XSl3WqyFWRsfdJzTl0HS6k12yrGM+uDWNpGnTar4ot4Lfn96HLf3EUgk/p+tWtR865u4bG2QvPMwVFHc16d4a8OwaDp4jUiS4k5mmx94+g9h2qqcbu5lXrckbdToKKKK6DzAooooAKKKKACiiigAooooAKKKKACiiigAor4AooA+/wCs3VNVsNGsHvdRuo7a3TAMkjdzwAO5J7AcmvhKigD7s03V7PVrcyW5nAH8M9tJA2PXbIqkj3xiqll4p0jUbx7Wzu2nZHMZlSCQw7xwV83bsJzxjdmvh6igD7k1LxLpWl3kdlcXLm9lXeltBDJPKVzjdsjVmC57kYrRtbmK7t0mhcsjDIOCD+IPIPsa+CqKAPu7TNStdVslvLKfz7dmdVkCEBirFTjIGRkHnoeo4qH+39MNrqVx9pLQac7pdOsbny2RQzAYHzYBH3c88deK+F6KAPt7/hMtM/59dc/8EV7/APGafd+LdGtLyOzkuJmvJIxKLaG1lllVD0Z0RSyD/eAr4eooA++4pUmiWSNgyMMgjvUlfAFFAH03+0FqbQeHNL01GwLq6Mjj1WNcj9SK+dZDk5rOoppgXjg03oap0UXAu4B7U05HeqlWVkARQRjj0oAdkGkwvrRuRqMKe9MBjIvbApuypdo9aNo9aQEW2k21NtHrRtApgEUksWTFI8ZIwSjEU3byT3p3ApCRQAmKWgcnAGc1o3egavYWK315pt3bWruEWaaIorNjOBuxnpQBQTrTZOGC49zzmm7hjqPzoB5JoANppQtLnil3UAAWlxRkUZ4oAMUuOKM0lABmkJoxRjmgBKSlxSUAJXR6F4o8RaJaGDSdUurS3aUu6wnALEAEnjngCudA49q7HQ/CWqPFHLLY3YSTDgCF+nY9O9RJ2RrRjzSsemeF5m1nS1vdSZ7meZcyTkAsW756e35VR8WSJp2jXMsOQW/dxB2/iNS2Er6LZCGKQIOvlzKR9fQ1zWoQ6n4k1aJLiRPIU8bBhVHfHqT61g2nuemotaIo+DNNma/e6ujlj8sbEnHJ5xmvV4m8m0weABWNZabBY20aYyFGACav21pqWts1tpsDyYO1pTwifVv6dah+8zTSlCzOk8AaYLq7utamQHDeTb57Y+8f6V6JWZo2mx6Po9rYRnIhQKW/vN1J/E5rTrqirKx41SfPJsWiiimQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFWl+4vToKq1ZVvkX6U0AFQR0FR7SOmPzqTcPSjcPSmBHh89qT5wetSg+1GcUARfvKP3lSF8Uwue1IBMP60n1JowSamtbaS6uoreFC8srhEUd2JwB+dAHqXwN8Gtrvin+2bqPdp+mEMNw4eY/dH4fe/L1r2n4seG7fxJ4EvxIds9ijXcD+jICSD7EZFa3grwvD4R8LWekQgF413zuP+Wkp5Zvz4+gFQ/Ei5+x/DjxBNnH+huv8A31x/WkB8XHAPA60lPk603HNMBBn1NKC3rTgKXFADctS7mp2KXAzTAaHPpTt475pdooxQAm7PejPvS7R6UYFABmkopVGTigDvfhJ4VXxT43t4riLfY2a/arhT0YAjap+rY/AGvrgAAYryn4EeHhpngl9Vkj2z6nKXBPXyl+VP/Zj+Ner1IHKeMddTRNMURRRzXc52wrIu4DHVj9P5mvNo/NuLkyzeZdX0zbjhdzMfYCvUtf8ADNvr8ttLJM8MkGRuQA7lPbn6Vf0rRbLR4fLs4gpP3nPLN9TWcouT8jrpV40oaL3jjdG8ET3pW51kGKPqtsrfMR/tEdPoPzrvLa1gs7dILeJIokGFRRgCrFJ+NVGKjsYVKsqjvJjqKKKozCiiigAooooAKKKKACiiigAooooAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqyg+QfSiimgHYHpScDnFFFMBjPt6Cm5JoooAMd6KKKAENem/A3QodZ+IEdxcbWTToWughH3nyFX8ic/gKKKTA+rq4X4wjPws1z2iU/+PrRRSA+QZBzTBRRVAPFHWiigBRRiiigAzzS5oooASgmiigAp8a72C5wWO3P14oooA+4tE0+LSNDsdPhAEdtAkQx3wAM1pUUVIBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB//9k=", "path": "003414.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003415
Men Tshirts
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"path": "003415.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003416
Men Tshirts
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", "path": "003416.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003417
Men Tshirts
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", "path": "003417.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003418
Men Tshirts
{ "bytes": 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"path": "003418.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003419
Men Tshirts
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", "path": "003419.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003420
Men Tshirts
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dKsOG2jd8ykEITz3wD7DvzmpRalYwb2N7beIndEx93GTXI3kl9JdSt9oWQPgNnAYgdc9uTz7Diu6u0zhC4yOcHv71x+qabZSIXDkHOMg4/L1p8zNoVGkc1d29xdMBLbIVB9hx7gU2HSY4pGldke5K7VYD5Yx14/Kp3iaPO13Y9lbrj3psZcqwyQg48yndsmU7k9tFFBG7kK8ScMCBnH0NVrm9ZopJiWVnkEQJ+8XJCr178547A1JcTIsG1jtUfOxA3BFHXJ9/Sq9vbeYjXlwhJSJngRx9wAbgzf7WQp9sY701HuYtvU+g/DWjx6D4es9OiXHkp8/JOXJ3OefVixrZHQcYr46T4jeNtTu4hL4huiVO4cKo/QV9C/DLxv8A8JTo5tr1iNXsgEuCf+WoPRx9cdO1dd7aHmuSueg0UxAQACc07vVDFooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACorj/AI9pf9w/yqWorj/j2l/3D/KgCWiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiig9KAEzRTcgGl3dP60ALmkJIpjSov3mA+prn9U8WadarLDazpd3sbBfssLgtuPQN/dHqaTaREpxirtmhrGs22k2TXExJJOxEA5duwFeT67fTzzrqF5KFuJJEV/RF3cRr/AI+prXnnub258+/lV7gjcoQfImOy/wCNYOtxia40xZ1Ajk1CBWB6EFxmsKkr7HmSxPtasYra56QQDJ/tDHP4VR1Oyh1Cwe1lTcj5A5Iwemc+vp781cBJdtv3vekbhSuPvdQfpyD/APWrFH0i0Vjz6TUbvR7v7NquTaLhEv0HzD03DorfT5SOpBxXQprAmiO6QsrHO9Vx5jMcDCjkZzt9BnnFaGoWkV5CwYBRt+YsgYMD1BB6iuFuPC+o6PcSzaJc/uASGtJ5N21iM/u3PIBHY5xn15pjsdJdTEvITnggtkcnHZcen5Vzt9NveViNxC4jU8jPQFe+Kw38Q3YiMU9jeo0PyYILmPP90jGfxz1qnP4ltt7lo7nIOVTyiGY5+bnoD14H0pcpV2kWLkyYMqElUOCf7zdx9D2qASIn79pV2ICcsPlORwD3B/rVSS/vLkbbS1kAIxmY7FAySMDv161EtqxkS4lkSWcjIKAhVz7dCfenaxDk2yzG5uZBcTB1Xho4W6jH8TD1Hb8DVu6k8vTL18fOImOfrVeItuPAJbAH1p9/IsemXTE8NC3NEXeRctInm2jR/vC+RntXdaDqtzoGp2us2G7z7fiSNWwJ4z1Q+vrj1ArjtHiAVCRznca6KFggC9Acg5PAPY+3et5PU8CtO07n1J4f16x8RaPBqenyb4JhnDcMjd1YdiDxWuM96+bfBHjGfwrrKF/3mm3bqt0hOPL6ASjsMcZ9QK+jIZkmjWSNg6sAwI7g1pFnTTmpInoopao1CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqK4/49pf8AcP8AKpaiuP8Aj2l/3D/KgCWiiigAooooAKKKKACiiigAooooAKKKKACiiigAoopKACkyM470tMcgHJzgelAXH5HrVa6vrayt2nuZUjjXqzHH4fX2rldc8awWQng0mNL+7iJWTDgRxNj+Ju59QOa4ka1Lql01xrD75ONqk/ukPoEPp2Y889aiU0jjrYyFPTqdhefEzSldYtNhudQlbp5SbVH13YP6Vx/inx9rsbCO3uYbFWGNsUfmN/30cYNPu7JVuI7i3/iBbjnOeuD788VzXimBmMUyqSYyHPvjsKylNs8+WLqTL0sJ1bS1TVLiW4vJmCRzXDlmUdSFPb1x04rdtoYbW2gtLYFIIxsUEcH1yPc5rD0+4jnaFXwyAloyf4RitmKcsjHfyGOSep4H+fpis9TllUk3qy44J25O0k85P+fm7fjWRr8UsulztbqTcxDzogezJyP1FachIYgJltxxu61HyFGMu5bOR7dT9KGEJ8slLsdXZ3kOo2dtqFswkt7iITRnu2Rg/lU7DdyG3cdT3rjNF1SPw/fyWFyzDSrqTzILhv8AV20p6qx7If4T0yK7RupVuG7+/vUn12GrxqwutyJwc/K20g8cdvQVVniVpNzN9Seoz97B9TzVkECTGaiuACrc496LnTc4HxVZQRTGVVZWAZQxAzt46YNcYsMYLKM4JwxPX3//AF13mu2pdickjO3n9P64rjbpBGCSMUrlaWI0RVX+EnduJK9T2/8A10x2yQQMEgZHv9e9RS3SxptHaqxuwXyTQk2TdGjGDsOT1H41h+KdR3J/Z8LAtJjzNvZR0FMv9cZG8m1B84jr/dHc/hWTbWzBmkkfe5O5nHP41rGLWpx4iukrIntEEXGMccVdUkl17dj6etQAcLjpTztVTk4qm7niybk7kxm8tuBkAEED+Iema6vw78R9Y8I2reTGl/ZKuDZySlfLPZkODx1yv0rhpJMDrVee4KwMuc7/AJeaaNaTcWfSXh/4x+GNZCRXck2m3RZV2XCfKWPoy5GPc4r0GGaKeJZYpFeNhkMpyD+NfGGnlg28nK9wTwR9P8a6TT/E2t+HJQ+iatNApAUwMfMi/wC+Wzj8MVan3OhV9bM+rsjnnpS5Brx7wz8a7W4eO18RW4tHY/LewKTA2TgZ7r7npXrVtPDdW6TQSrLE43LIpyGHqDVppm0ZJ7FiikoplBmikp1AXCiiigAooooAKKKKACiiigAooooAKKKKACiiigAqK4/49pf9w/yqWorj/j2l/wBw/wAqAJaKKKACiiigAooooAKKKKACiiigAooooAKKTvUcjiNCxYKAMkk8CgVx56Gq81zDbRmSaRI0HVnOMfnXnuveI9YluJ307UTaWkYKRlYVYyHH3juBwM5HHGBmuTN1NduJryaW8kOd/nykr9Qmdv6d6zdRI4qmNhHRHo9746sYQwsYpbtucSAbY9w4wWPP6GuM1TxHqmsSNDcT+VacgwW525/3m/iX8BVH7R5ikF1KjoCew9vT2FUmx/CXUA5yeoA9D0HWs5TbPPq4upPQlu5wqQoqxRQoMBdvB9j7e/pT7oI7GZBhogNgPVD6Z9KrF1KgnqclSR0HrzT4OEwWZtvJy+c/Sszlbb3NuxKtZiJ+DCQSGH3c9F//AFZxVLWrYtCW6KvLgH7p/wAaXTZtsrhlyQ2CQvX6f557Vo3caywkfePXj/P+e9MEzhNNnax1GCObPliXAwcBN3y/zIrso1EcpYgrtJHqRg9R9a43WbSSC5klRTu2mQgcbSpyPYdOldhBcC4tYrlVV2uIVk35wAdoB9+oNIbV1cmQkKowCqgbtw+9n096lwsh+UlfocH3x68fTnNRZ3M20sUHAZhj6AD86EdvMG8ZY9Mc5+p7f1NBnfoFxaxXNrLBcRB7dlw0Z6SA9SPyGKj0vWpvDrRafftLcabtxazk5eEdkb1Hv68e9TsV+YscsuMk84+p9Kp6ndW9kFimiNxeXZCwWIcFpgf4j/cQepwOKVjuwuInTl7p10V7BcASwyB1K9N3Q+mKfcSfuzIB1A7fhXC20UVrMbVLyJr05Z1hYkx/7IB52jsT6n2qHWL++j0eS4tJZBcIpcJvY7oxyxweNwUE+lHKz3IZjF2jJGzqoUqchSPeuF1mVFdu9Q2mt3d/AJ47gzRNg4YjIHvTZLeW4ie6kaOG1jk8ppXbq/XA9cDJJHHGKLHZOtFK9zLZGdS2zCn7p96yzFdX18LOxXzJ8FmDHAQDqznoAK6J3tLlhBFfxw4BO7YSPqB3Y9gKruIo7U2VjbPbW78StIT5k/fMrfhnYOM4yOKpOxw1sVFLQxHs4IB5cUhki6yTsMGZvYdlB6fn3ozjAAxgc+i+1X3jJDEjMeBnb2x2I7f4VVeIqfLJB284XuP61V2ea6jk9SHJC9f/ANfao2kB6YxTpFY842j0quwO7jmmkNWEds8Ho3HNVZMySKgJCjmraqH+8MYyxz3AGTTYIfMYMT947vpn1qkzVWSLNsuyI8YHt3qd2ilUBlKY6Y/rSBNgxkj6c07k9qRlJ3GwbI5fkIUen98/4Vs6J4k8QeHZC2hag0UbOXe0c7ot3Qnb36CsbyiWzj9KnW3ZnDF9vGMDii9hqo47HsGhfG+Moqa/pckW3Ctc2p3pnOMlTggfTNemaR4g0nXbcT6Zfw3UZJAKHkfgea+XEDLtbJLY+8eTUkKeRL51rLLazn/lrBIY2/ErjNNTZtHFWWp9Z845zTq+fdG+JnivSmCXMkeq2w2gJMoWQDvtZcAn/ezXpPh34peHtfxDJN/Z92SR5F4QmecYDfdY+wNaKaZ0Qqxkd1RUYck4B/EU5SSeSKo1HUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVFcf8e0v+4f5VLUVx/x7S/7h/lQBLRRRQAUUUUAFFFFABRRRQAUUUUAFFGaTcKAGs20ZP6Vx/inV2l36daSbGXBmkHVQf4R7nv7ZHetrXtT+wWZERU3Mnywqe59cdwO9cCVVF3biZGJc5OWkY9TUTlbQ4MZiOVcqKF8zGaFAMeWhAQHAxk1lRf6rJyQ7HDHuO/0rV1FljjWZgd+0gNg8HJqjakGwjfBZDyVMnJ/HoD/ADrnZ4t3uQ4QFl25IBbOOnpk+tRuAwHy5wPlOe/t6/8A66uELKpVmVVJI+Xj5jxwOuT/APrqsI3WQh8hhlSc4X8u1IZnFtsro3yDqWB596sRyrHHtChsjJx90+4ouImkDbQ0ig/MqnJ6dfb2/Cq5AUqDtbbkjkHb9R0oAvQSMpDAFgSCzdifX/CujtpGmiAI+cJknptWuWDsGQlgoVSAJAOnQj1JxWrp0gUdGMQwFVxkt9T/AHR6UCGapp/mQqRjC4YbvX2/DNVvD8xFlPYlWJtZgyK3VkY8Z+jbq3XG7JGWzkBicZ+p9+tYrQfYNRSdjsjKMk7jJBz0bHVselDKWqsbA3dCQpwDjsG6ZI98mo2by/PlkYQwRjLyOdqR46knuO/FcrceO/MYw6Ro8891naJLhPlQ9Oi9fxpLzwtfeINPD67qk8t3jeltGVEUZ9lHGfpQldmsKCXxvT8SPWPiBDa4h0KH7bMMr9pZT5Kn/ZX+LHYkj6VH4a024SeXXbqZ5p5V3JNIdx3dXb6Dniq/hSyTw1q1zA0srB/kkikUED/bx6j19/etqcnRL9LhWaXT5iNy7cgkn72O1U2azqQhZUtjvdctvD1x4ImWaJE06CHzYrmNsOHH3WTuTknOa4Dw/d3GqWMVzqDJgFldtuCSRtZce+TipNags5dpuov3KglHDMoEnGSQOMkEDPWm27Gy2GEsbHaMqh3GJ842kevbjknmm5DnXU7aanB6fpOpWviu80q0RVaJmeSRziOJODvb0AB/M1o6jfW2p3NrBbBoLCMGK0jdPnk7vK4zwzEZPpk1q+J7uG2ur60t5Skk7K+pyL0fA+SIH0GST67gO1cbJcxXF1JIUYk9WOfl9CP8KL3Ox1XOCiT3E9tMkieVjn5lzzkccGmQa3s/0e4LeTkASnlox6H1FZF3qBZipAbjH3Qf51Sd5JiAEGP9lapR7jhRSWp3MkOz96hSWI8xSKcK3APH596TyAGAI56Bh6en+Nc5oravZvmzRpIySWgdco3uR0z79R2rqLa7jcbblP7PnYZ2zLuQt/snnA+vtSasYVaLWsHoVntS5OQox1yelRNY5AKx5O7HHQfX3rdaJgqMy5jJADjG0nPUN0qBxHAsk9wx8qMZ3DoWPbHfP50rnOm72MKa1G4W/eVd0hH8KA5UexJ/Q1ILcIpIUdfmPqf8KfaXZkWWaRQHkcbkA4VRwBn2/nT/ADwSrleeTu6UXOiUraEP2fALEMPXHIFSC3I+90z1HNPSYtgrwDkjsox1wD2ppuTgLGm0lcrmi5m5D1jUZ3FRtqPzdx+XAA65pESSbsyLglRnOB/n1/Cr8Nh8qlgcDHfkfnRcTkVFXGOGB/x9anVCuORntV4W6IikZUHnpjP0/wAKd5P93jtkighyRVUHogO0NnH+frSyQQzDJi4PI5xkdCPY9asGPJAIJOcYXgk+lKAMlgCQOSB1xRYfM1sbvhzxnrXheUxRu19YpjdaTNhlHfY3OD7c17ppOqW2saVb6havugnjDofQHsfcdDXzZdStBbSH5dwXykbJxuJB49OAa7f4Z+JP7F1NdEm3/YL+TdbuX+WCU/wAdgx9O5q4y1sd2HrN6SPbAwOMd6dTFOT/AEp2RWx3i0UUUAFFFFABRRRQAUUUUAFFFFABUVx/x7S/7h/lUtRXH/HtL/uH+VAEtFFFABRRRQAUUUUAFFFFABQelFFACDpUbHAzkDH6GpKx/EN79j0uQ7tryHy1P1/+tmjpcmcuWLZzGs3n9oajJIBmGP8AdxHsPVs9snI/CspyAx4YE9SR09vr6fjUpb5B82DjB9W9zVaZtrrwVHqe9czd3c+eq1OeTZT1eAvp8ahOpIwRwvP8zWBBePHIyvISTliuRuY8ZHTHFdfNEZrJwxACuegzlSBXK3dqWcjHXttz+Hv+NSzNl6CRiwKP2LB1xnA7D3PTPapfJaSQKqAAkZDngA5+X3+vtWTFceSD5TbkY4DZG70wAep/ya0EuQyjY+VOd5jOAAewH97jv0/GkSNngQxbVcbVBBZRgE/X0/Os+SCQbmRc56t6+nPatxwPLVGdAEOcKMbeOAPcDnPSqckRZf3XLDOAcBR6tx3oC5nITgEfLu+dSDnd7k9uOTVq3lMcivtbcQHPy5J5OBjPXqfxFOkhUlhlucDcACoA6Y9+hpBGFOHGQRliOSfzoA0ref5FyRJnA45BPqPX9KklRHDBiAc8t1wP73/1qzY5GwQGOPQDGfU/X+lWUl2gbgJBkZByQPUAf4980A3Yo3Fq6SF0O1T987dvmZ71PZ3TxKFJVvl2+ZnOCDwpHb3qaRmuFSQsGZ8F95LEnB4C9u/WqMkTBshiybTnPp659vWgfM2O1fS0vYFa3b98vyI3cj+6D3HqfaqVlfjYdN1BMZYLg/wtnj/gOe9aUM6qFZhlsknHv9enToajvbSK9RnOASPlcfeGegOex9KAuNjil+wtaswMiRmNGZc42HLE/wDfS81zdvPJo6ald738m1GItx4llfhCDjquQ/TtXQWUkyZtZky0TbEYj5ijfeHPuq8+9c/4gu4o7yKzbDi2zLIMbhJOwzjjrsU7fwoNqEXKRzNxb3V1CJJJBHGcuzSNh3Pdj61mXU0aWvk27jZ3J+9JjuT7dh+pqxc3k+q3G2KPMCnPTqfc9Kli0+R5I9ykkKzAYGPlOD/n8qtKx6KagtTMtNHluSHc7VPODWxBZ2dsRk7mHtWlHpU0mBI5Ax9zPIzVxNOjTBMbnnOCc/j/AJ7022YTxDZnpfMmEt4+Ac+nSkaG6uCxkCsF+Yq3IANayxEDYsZJJOOcA/73fOKVrZ2blSoyFUgYyPYD+lIx9o97mPHY6jYsz6ddFTjPlnkNn2PSqOsXmqXQjS8hMEUXCJEmEB7nvzXWLCwYAyKoJ4VV/wA8ev8AjUvkb4mTa0nAUKcfiTnt0+tBUa66o4/SIGnyzA7WPT6dCa2XtYcllIPy7ueg9cfpWmNNVJGdmAYjGE6E9MD/AOt3p4jtYyGz5gx8mer46k/SgmdXmeiMk2Q5TyyxBwceuOfqP5e9WI9MQjCoGU8gMf4h6Gr32yGPAjUHHYD5h6/h/Oopb8glMg/7ec//AKvqaRHMxFsApyMq3AVfT2/r7VLthTk4YYztz1qmb0lVKZ8vnG0c49OajN1ISCVVVJA4HOfU+p9h6UBZl8yADK87uMrzuxzx6VC8yyA7spvGQGHB/D1qovJJ2ZP8QxnPtjpx6dqfsUYG5ju+6OufUH1x+VMdiTczA5JyRyuc8f49OaUNubhgCBnaB97Hr7UrKcn5wSP4QoB/+v8A0o+ZE8xhjaCwAIJx0xz/AJ9KBp6lO+Zc2kCsWDTGTeenyjBP0+apd6yb4pGZFY8FTg/UHt7GqN22dSjRHIWOMKWPv1/kKed6yKDlTjC/Tpmg1bfQ9++HPiZvEOitFclft9mRFMQc7xj5X/HBH4V2navnnwRrzaL4pspiwjt7hhbXCEnbtPR+OOCO/wDeNfQmeB/MVtBnp0KnPC/UkoooqzcKKKKACiiigAooooAKKKKACorj/j2l/wBw/wAqlqK4/wCPaX/cP8qAJaKKKACiiigAooooAKKKKACg9KKKAG1xPiu9LzSqpJSBMHjIBJHP4cj8a7OVxHEzscADJrzTVZTPZ3k7DmX97zk4Gfuiom7KxxY2pywsQq262j2EYf0Oef6VXvM7EfHJbaADwOO/+euKbpsnn2QDA5XqM8ge9TsolhkTAYqflz0H+FYHibokspMwsm7lkwpbqcE84/Ssq5jCT7GUhGGBubgk9ge345zVjT3eO+CnPzHO48lm6EZ7dPxpbyMK5PADHJbHT/PYe9AuhjXkCzRgxbXKZHTGD/TnvWfbmS3lB6BW27Acgn3/AFrZySyxnJLEfK3QL3z7e1VWhxKG3ZCnjB7n1J60hrYvwMSvy89fvdee/wBMUrFWbaSCHAbBGOB6+lVEJjlaNgCSAWxxuPXj0H61MsgTJZ22huSCRk+nqcfSgQ7Yy4XBKr0BGMEnls98VG6rhgmSTyGx971JFBfgHOGQgb+27pge3bPrUkuRuYYBVwQ7HJz3Yk8+3PpSEV+ThjIeRj0UDqDnvThuPJ+bPKYOBn39h1/GlBRjuDZz/EwwevYenvSMFzl41YAE4fnH1989PSgYsbqQ29t64w7Ywd/4dqRwWwrjIIHU9P7vH1oLZYEs3A++D19Qe5wcdaJMszKwGRgsw9Pr70wInAwwOSd38PU+oP8AjQcGbKtkLhAmCTj6fTikD+YSqsdnIO3sO3PU9O2QaVm27lLkqASQByDjtjt9PpQMkjMby5KsW8t2fJ3EBcHcMY7kVy3hx4r68unu2kiuLqUykxAK8isMkRFgQDvOeQeK3Ln5LO7IwM2rlVUYVQWUH6Hisf7DHHamJkzGGIZQvDYPHXsfypppM3o1eQdfWkM2syT2zWflzxIbmSDhGlUsG2Dp93Zk9M54plvCgu5kH73CRgOq44K5PHfmrJby9Nt5AGVcHaqADhemB/wLpVOHCyznJ5WI4BznKdSfQUOWppOp7Qu4AACAP1ySO/otKANmACRzg4x+P09qiflXcqS/l+ud47YPbv7054yHQI+5uibeFJA6e3GeenFBgtxTLEqlvLc9D5gGF98UnmoM+WNuOfm52qfSm7iF2kscEEgnv6fWo2i7lmBUj7pxtJ6kfX/9dAxTehMDYinZkgc5HYj0JqvLqXlsdpJxg7B17/pUrWqYKhQO/H8XOfx565qVYIslnOFzyB3x/P8ApRexWhnfapthVMsAQTg5HI7f0P41Eok3lFO6Q/MUXop9FP8AM1o+UrMSzHGOAOv5eg/nTWTcsaAAADAYDhT3ouFzPKSEKCD2+YjBHPQntSiAcDkq2QoPU/WrqQqQAQM5wcKMDHqPXtkdKlS3QSMW3ENnLAgY+vf8aYGesBI3fNtB5L9R9PU1Mlsm/Z+8Vl5AJz19aukqEJPAxgSEY+XuPYGmjbzGFUY/AYx0wP6daQ+YrLFsRv4dmA3qewx681MEWLIZtwc7SehBxwR+PHvilN10G5kwMgj36A/h29qrFzgcYBG05b5WGen4+namLcdvRsLuQytwWzgcdeOufxphkLYZeAWGMjj0C+9MaeRlYBpDgnaSTkj0/H+lMVggWUH5UBLcfdwOoHb+ZoLiiixUX9y/LYk8tc8jaP8A9dSA8kZz/QVVtDm3BJ4xkZzjk9asjBHLcfd5GOaDYtwKsqyoCV3DO73HI/lX0b4U1b+3fDVlfMR5zxhZsdpBw4/PNfONo5My5UYB79q9e+El6fsep6aWykE4kiHs43MfzNXB2ZvhJcraPTqKKK2PRCiiigAooooAKKKKACiiigAqK4/49pf9w/yqWorj/j2l/wBw/wAqAJaKKKACiiigAooooAKKKKACiiigDH8Q3PkaRKB/rJR5cf8AvHpXEzKsiugyd8ZjJ54GOBXQeKbnN7ZWuQVG6VwOoI+5+Gc1z1xhonw7ny8OQvGMc1jUep42OlzSsc9oc22WS2JDcnb1IyOvvWupCF0+fJHJPGSPX0/nXP3LNYeIpZMLtkAkRs4BBGcfTOea3sjAK7wpUAbDjj/Cszz0+hTd2GoRn5SxAAx1Ynjp2xWhcoJY2ZedhwSRx7D61UvhiaN2cJ6MzckD+VTwMZL9IwFBmtQwAHIYd8/Qn60Aroy3AN3lv4FIIQcL3x7nHWmhPPc/LuOT8i9z2AHf+nepZIt8m0pu3jAUAHAz3JIz649KfOQGVGKnHJOSOPbH+eKQFYxkhmwCwwMJ8wXjGCaYj7SpO0cFUTOcn8eST6j0qcxq6gsQU5Zg3ODnPPt9KifPmbwWVmI2+3uPagB6EcjaEC4ALdGz02/X9OvalDKpCx5DoQzZ5GfxzkfXjrTFOZ0JAC8gseef7oFPyxYB1AXlie/ufp0oAaVEbKoQlY/ly2SzDp+FMYNsDF8tsJUnsM/r6U12byiQSS3A3HAHPr6inHgHJOMZAHUnvzQMawVlPlniQnaEGDj8eg9aHA27QehULtHy+gI9R70ADcUPLYDKpYkfr0prOxXauVyDkJ1B7jPf27UANeUDaEBLFSFPHzH/AGahMq/KNy5T5c87Rjk/p2/GpGz5v7mRcdCSCc+uAcc/zqMsseHIMhkHyL3x3I9APTv7UAMeIfY73dxm3OTySoLD8CeP1qGe22Su5bYw4BbO0H6e35VYlR10653SYYwZaIZaMAsMcepx+lDZEuZBtiZzsLNjJ/qM8UWKTMy5Z3jhUvsiQYeQkbpH7H29sYqrbjZO6IQV8uNmA6fd7jqfpV6ZXkdpGZNhyQoTG4DqRVK0CpcSk4ZvLhJP/AORTNErotjy8gtiNAPvHgAnv/8AW9qcNyjcYwcltyjjPHAJ/wAikC5AVDsJPGedwpVErFnVgNq7VHv6flnAoEM37wmcEYCZPcd8+w6D6UpAOHQncRnD9SfceuM9KkZsEOMKVAw4HAH/AOvNAXqFZidxUMf5e9ADe+T8rAAgMOVycDI/pQV3PtCECM9T1U/yH0o8tGJaSJMt94Y6468+/rUgQ54yWX5c/wCAoAou7BhtCnLcDPOB1H1700BXDYJYdwp4Hue+asycswJyBwVJOfUZ4/lUTA5AMYPcsTn/AL6HftigBvCYZzuB6KOzd147Y/GkMmzKSYJGMseAw/xFK2F+dmaNWHO3n6/j71GSVUKygbuiscrj1x2b26e9MoVpJBIPNwBnITGOnTr2/lUBORsDDJBIIOOO4B9R1/GnEBGCgEg5z2JJHf8AlUI808mLbll9gPT8PegFYkO4rhss2DxGMqfQjv8Aj0qExpJGplUhgOAG7VKsYMY2K+TgFl4/Aj9KAoxuUcqcg+mD0P0oGMSLDh2JDAbVRievqfTjNVtQlCWt0gZyoAVWAxy3G36/0qd2aTZwOG4GevBwSfb8+lUbwkwwpnIZ8Bm745/LPWg0iMt0xDtCgkDgE8Kf8KmADjzOo5OQfzH+elMjJwmcEkZ9s+3vSkjaAck/5J/xoLtcmgkfcWOCB36flXonwuultvGU0Dtj7TabUH95g2R/46K88iH7nAwQetdX4MkSz8c6FKSSu6Rc/wC8jAfzpodKVpps+haKB0oroPYCiiigAooooAKKKKACiiigAqK4/wCPaX/cP8qlqK4/49pf9w/yoAlooooAKKKKACiiigAooooASg9DRQRkEUCZ59qE5k8QXczcMP3X/AAMgfmTVEllkUZDZyo9OeoNW/E0X2DWnkP3Lg78+mQAf5Cs+4k8pkkkKhT8rk+/C9O3Suee58/iLqq0zA1e1V4oyOZbV9hz1Kk5B+mcj8KuafP9o0yNixBXGdxww/CpdTIQrLOCbeZRFNlck4P3vwrGty+m6hNAQBvb5cHO5ezKe9Qc3U2LqZVEKMqlWJVnYenTOabcOba408uWG07WI+6e3J7de2KZKgl3ESAk/OGP3cf/AF+lUNTmeTTbZzkyW9yqkHGQCRtbr6buf0oGat2phvHBG0xliDjOSfQVULASh0O4vlSG42D6f41a1Ztl5My93Lg4+UjuT6nHNVEB+UsjEnk57E9OO56/SmBKQ7llUN0IAZTk8ZHHQDtn+tQyDDsHOQFGSuRt9SF6kdOauqjxqM4+X+EHkHrnPc1UkfbKUVuh+XjGSemf149qQEQUKY2EeDt3AkHBY0SEMWZmHTBB4B9v9n9KldduW2qMtlOOQAeSf5YqJizSMSG5+4M4I9/egBrYdV6l8HcCpyR649v500l8kxc+XgLgZGPqf46WZQU2EgdDt7YHr6e3Wk3B2IIOH+7EF5bjoR2/OgY0hVOY2+Uj13Ej1JPvjj3pxU5YZKDjqwBz3HsKOAGwNxVQNwbg/T3pgCK4VvmIXAxwGH1/mf0oAa3AJOSqHqev68/lwKURCe+WMYOGDE8n/II701tzyxeZuIJIAUclj1/Dj/8AVViM+TlQSobI464z1P48CgA3tI87wsdhmSDft4wAxO0e3qfWqEphMylnDk4BzggY46dM57d6uQeXNbTQFYyqkSJuPy7hnPHtn9etU5LWE3BmlhiQmTdzHuPTkZB/HNA0iLCvny28z72ST9/3GOhGOlZKMyXjeYu1WjiJBXkjbyT7+vrWrKLWXaptoSuflDLkj8cj2/Os5t9xFeTODvR4n3McM25OPqvPFI2jsXSrEFkTjj5mOMHtz0HtnrQhcH5drEfNsIwfrzyCKbaTFiBjjAz3x9PelMaqgBLcjJIOc98+5qiLjs4JDYIxuBA4BPfHr7fj3oQccqduCAAemOv5+tIxCNgHDFSduMsRjrnoPelORISSWKgblBzj2oBiRlSrbDuwMHuBmpM5+ba6Beef1pnzbsZJOOM+3+c0mQAxypHALZIH0A9fX8KATGsoKMVZj2AwSD7VEQQGX5VYYDZJwParDAvuVtnIHfBwP5Y61EwMigIBtUn5CeQfWgZFsaQ5X5++CP5/560oiZk2YUfwgnGG9sdanLRxRhgMYPOT2qlNfxs+4SJhjnLD7w/oPemNajiDCqj5mJ3YUn59uOQT1xUWUXCrxnhd2eh9j69Pwqq1yZOCcFWG0dP8+lNF1NtaUrgjnZ13YPWgtRLTvnlGJJO3cw4bH9cZP4VWlnAUgDv9Sfc46+vHQYqGaU42nJOemOSvUCoGkcOxAyGwT7eo96B26Fh5SEI2Z5yVbAYL9Bz+IqjNl3jBIbanB69SfT2p6KHG0L8qnge3amg+beu552kDHrjj+nWg0iSKAIiQCTnAUH9c9vrQm52eQJ1O1SOAv5defzphJmYqoyV46djV5U8ldo+XbgZJ5Hr+BHFAXCKMOSMjAzgjv0zn/CtjTXaPV9JlQ4K3cCg/9tFB/TNY0XzS5DZ4yWHAx3A9617UH7XZbANq30G0H08xaQofEj6XHSikXlR9KWuo9sKKKKACiiigAooooAKKKKACorj/AI9pf9w/yqWorj/j2l/3D/KgCWiiigAooooAKKKKACiiigBKD0ozTXYBc0Cb0ucb4pijuNQEcjZDRDC/3SCefx/pXIWFxId9hdriZMjr95fX61pLfm/Y37yb2u2Zc9owrFQo+mCfqxrP1Ww88faLb5buLABHf61zTd2fP4malNtDwhdDanP73IVyDgMOgPb/ABrC8vzpDp8pAubXIiG3lozzsx/e4Bx6A1pW98mpRvHKrLLwrxtwcj/Gq+r2kl/ArRbY7oLukCcEkH7wP1x+dQc2hQjv2gbyZkbyGOd0ny7T6c//AKqknijkS5gRTtfZcwcZxtOCDjr97PHTFUGl+2RMkyxLeRgmSFuFlGOXXr+I9cnviqFvqJ0y7hlaVZLaNisqkfLtPBwO2Dg/hQUkzsdYkDXgjUiQuqHoMMxAx+f/AOqrVtaiILI5DvjO7POf5D8PSoLq2WXUI5WOY0WIxHd98BQc5x0I7Yq+VLhiXGO5C4CD6VQWZC25zlgAu3cQO3PXjrVadsTncdrjB4+YkDuCe3PIqzJkKBGhYcMJB6df/rVTdY8n95kAkfKeB070gImVymWUKCckFiSD2J9T2z0pjrhSq4HUMRjhuvOOnXrUsjBhnCOGwpI4DHqCB2x16nHvUOGkLeYA5XBJxxn1z2H4GgQxz8u0pGFUb9mR8voD7+9RuwC5LEv6BwuB1J+vt3p5ChsHc5Bwynjd/tH0pplDR4GXzn5PUngZ9+OKBg0ahJFIMaM5IUZBUfzpu7IQRqFV8kjYd47YP90GgkCVQSCCQDgcewJzTmDedKSgVmJG4+nTigBF3faFII3DhCVxhe5A7/hTn24K+W20MflYYVjjAz6/SgBROgUKxKllAPDHvn0NNL/uwoXeAc4HBPf8wOtAWIA8gklcTNEXCoxWNWUhc4HzAjHP449qiZLqNS7X4JB4+UKFbsDtxj27Yp7t/CrcDkbRnHsB3FSpuMeSqgoMhepxnjJ9PT0oKTsVBBe4LPewpkckW6kg+uMcLzzj2p89uqWtwGLvNIN0ksiDcwXgBQOAAOAK0YU2nhCxU5DE4Cg+tZd2TsfcwXOQzAcgdP0/X2o6hGXQzINqT/vflQHcQRjHA7eo7/UVoqoCgbQhxkIMfe9vrWUpzOcnAAHPXAHTP15rRjcFWEqgD+IN29CD7nFMbHPgEoFCA4DIFyV78+uc/wCFKeSzMu07uSADgYP5fWnkcsXJKgfMpPB4657jt9QaTcWkdQzhlxzgY39/pQK5EuB904BYcnBBPY+hI96SNyjhznOSQXb8uehHXj6U+PLKcKEfPXOSwzk4qOPA2s53KpOWzwPUn36c0DQbSqnZlcknLE/j74qNnfC/NnsM9x/nvTy2FyB8x+UDr7DjuO/0qJyrAcJ1znqMfT19s0FFOZnkwASYwcblwQfT9ev41Qe3kYrukGTwSABz/hWnKu9QwVsAAc8/Q47+lV2CEEKpZSuMn2POf0plxZmNBOqhg4bqMMMEehJqIy3EfzOpPTjGRmtZ03ktjcDyBng1FI0ZGA0bKOCAOvvjt6fhQaJlSK5XG1xjLcZG0H2z2qWRD5YI/hyQARznpz6dsdaqvCDjao2/yNSWhZiEGFJO0ADj6gUFNDoxtkJI27ct9eP5VVhciAYBLkZbAzyefy5q1O2yO5kC7Ds5AOQRkDGabpyK4SR8qkfygr2/xzQNbF21tvLiMkoLKfmXaDz+HX8adM4HzMRj+F8Y4I6+/wBelUL/AFVYJ2t4VV7gqS/OVi9vc/y96ypJpvMVy7PM3Oe7fhQNUu50ME6G5QA7lf7m2tq1QC6thkFkuICWHQMZFBFcnpsDRTC5mYGVVJRc4/Sujt5iLSC53f668g2MR/dZSf1FJiSSmfTafcH0paihbdBGx6lQT+VTZrqPYTCiiigYUUUUAFFFFABRRRQAVFcf8e0v+4f5VLUVx/x7S/7h/lQBLRRRQAUUUUAFFFFABSGlo70ANIyKyPENzNa6RLJb48wlVPOMAkA498Gtg1geJ5lXTjCcFpmAXPtz/Spk9DKs+WmzzrS7XaNQs1bYkk3nQseGUngk/Xb0/wAasW9200jW84Ed2nO1eMj+8p7+/arcsMckisTsmUYBHQ/Wql9py3yKd7RXUAwki/e+g9R7VzHzkk1qtShqNgZZBc2z7bxBlSvR/fj+VVbe/wDPm8mVWivYuQAcBzjqMcdM8GrtvqDSo1veKIr1eoHyrIB39s1XvLeG7DCYBJ1+8wPf0z/X9KCL31M3VdO+2EXFh+5vI8SbYlCH/eUjj8vxrnLsnV7d8BEvxGxaPO1Lj/aj7BvVfyFbk0tzZzIty0jiM5ideGGehB6MO3bpWJqbWupkuCIb0jEkY+VJW/vKf4T/ADpHRRtezPQtNX7Tp+lTBRzbRYyeAyKFIA65yO/FaEvlqiBN0hDEjAwCfb0/Cua8HXVxeeG7S2SRhcWbSW8zEYwclgSfTaRXSbIo4ykajy1A+fPB/wARVBVVpFZoy2xnG7gZjU4HPBz+vNV3TLldu442ldvBH8I/nzVqQnBZmYlc5VPu59Ae/vVV4xt2sQBuDNnIBb0H+zSMmVnjcEsSCMFsjse/ufxqNzunUmQ5U4AA5JwOSDznpVmY/NzgsP4h27/NUEgYkZUALznGSM9CD279c0CIMMVTajHP7s7WxgegPcetNMbMSGKn5sEHhcdAOP4fWppMkMxPyn7xAz9Rjuc49KYwAaNUVpC4AYjgA9qAI5CPMTy0UksCgPc56j2xmnS5bzMr87MQhznkHnHr75pxCsELFflUDf0PrjH4UD7xGCNwzg9cZ5z6D+YoGNGySXI+XccAE9ffA7n068c0wnftCsCxO0ZBzx6Dv6H8zSwB9owFJGchV6g8nv2x1prGPaQHPltyxA6gjqPY0Bcrz8qADhXO3dkkg+noDU6MQ0eSiYAOFXof7uOhH9eahuiFnjIRQF7bsrtHr6nn9KfAuFVQuE3fec4JbsRQNmhDCGZwyAF8goSXy2BgHsR9OlY2p5zvUnGMg9eO+Pr054GeK243JyVXtvZdmMke+flrM1SEhWYY3KwC46bjwfy6UIUdznjl8lWOdvAAwP8Ad56fWrVtJJgncDgYVGU459/T9PWqE2RMQz5y/UD+Q/r3/CrFuxZiGb592dg5+nPpjtTZs1oayZ3jaqjzMLlucgdRnt9B26Ux1BwAgPZlcBiMdAc9eM06FmIyFBG0c7fvDPIHPXqKRgwlbKjIQcAcqM8c+tCM7CD5mHP3WB6Z46AZ6kf5NV2JzuETfLgx4xkevXr759RVgllkwzrGcgqytxyfXHXtioH2hCHVlG3EmOcfT/CgaRHvC5wwCbssyj5vx7+wx/Kq7qVI6pn72D90H09CeKlb5ZR85HHAU4OMYAHo3rnOfaq+VyWxuGOBuyM/7R/z0oLSGtPlceYMhcfMpOPr7+1QyyqSd2CwAIPf6getHQ4BPmgBckdABjOPU/yqszKxwo56hM+n+f1plpEl07D/AL5+6DgD246jHrVNmG07APM9cdqdLJkhi2cgZ47dqdGgYk4xgZNBpsVoZwzmN2+ZeSD+VMjcAyAkfIcE9sGql7KILwj+NetOiuhcToyrhVILED+lBo4uxp6luFoRGhDu6hVXng88flWdqGqHTY/sVo3+k4/eTZzsPcL6N6mp9VvDbIsYfy52YtubkqCMBh7nP86r6dpEUCm4vBvf72D29z601Zbm0Eoq7INNtRGhmkWQ9x2Bz61cYuzloY13nguF6Dvir6zxyAPhBEOAMYyfp6Uo8xyUAYcZKqPxxSvcxnVdyqkUkjiNMysxAUY5JNdBNi1SOBcMLRQzbDw7qd74/EEVBaxpYgSDaszDESHrzVqzjC34k5IRhsRhyvv+NJ6mN9bn0jp0yXGnW06EFZIlYYOeoFW64r4bX4n8KraFiXsJngZiclv4s/8Aj2Pwrta6Y6o9uDTWgClpBS0ygooooAKKKKACiiigAqK4/wCPaX/cP8qlqK4/49pf9w/yoAlooooAKKKKACiiigApDS0h60AIRXK+KIS1zbyBt21TuQnhBn739PxrqsZrm72QTajM3UDCc9MjrWdV2Qex9suU5cqjZ3c+nGMD1Hr9TVeQSxnKSZA+7uPzg9xk9a27nTBI2+3IUnJaFuQ309KxnV1uJIp0ZXzhkdckjt+HvXOmeFiMHUoyasZ90IZCPMVUK4OJeNpHJ68d/pWbLbNHCuDLEqn5dzFse2en41qXLb22su7PGMA8Dtk+nP8AXNZFyq8yJK0bfxbX6EexyOmaZxLfUzbmQ7Zoy8ckTciGQDapP05H9a5/UYxIjB4XzncrROCoP1Jya0b+WaMGXdBKxGQkqkOVPfgjP07VzV3cKWOYZY2YcMkwww/Kg6qUV0NzwFq7Wet3FjcMSL6MLExOAZVPA+pwFr05cPCJDiOMZ2k8hT75r591G68vY8ZlWRGDIdwyCOh4Fe9aJcf2p4dsbtipW5jDt3BPpinY1xFP3VIkcK0aNtOMbVDdcj19vSmS/uwrMVU98YwKnnmKuVRC7lfmPaq8kQKb2Iwf4F6n65pHG0VXBEoxHlVAGJCVx2PHc+gqCfc1wMlioONzgLj0z2I+tW5VVIldDudV4J55/wAaoyI7MSTukJHzk4Ld8EdMf4UEtDVYBztbOD6Z/MnkGoydrkhmyOhxkKexA71ZZS+6X5QSdxbpgnpx/WqyEGQOC0m0E/KQDjuV9f8AGgBzDdIeGR1+UE84Hpn+vagnLSHngAg5HGB6d/50q5x8uTu+VMdGPcD09fwpp2EROOCBiPA684P15zQBBtIkXIUL1MjHAB7EnqW/yaWUKWYShPnyzLkfMfU+n1/AUKW2nGHUtngbhg9fpmmXA+XJcANx82Of9nPb8c0AR3S4VCxKhvm44LA+mOmcd/SltTk7htd9xBQMCpAPXJ64HGPxpt60axsMMN42jJwW+nrj+tQWDeW6qdqjbkKSMAZwD/jQVY3YAANhywRs8JjbnoAOjd6rajD5kRyqs3I2rglhjtnn35xVmNuFySigZy/8I9GHY+lMvI0ltuTkE7lCnlvQZ9aQk7M4a7KiVzGCV2jgnBwM8H0FPt2YcfwHnKnb1/XP86l1GCTzGIIyASxC8BvQ+vGKqW5cysRvHQLnGc9x7mqN73Ruwtsj5K7sZUE459fx9aQDC5TdLgE7CO574bt7e4qGGT52Maq7lQAo/kTUm4BwxbBA+/13HI4+goMiQckEfu8qDnewJX3PbHp6U0syRqFAEKjA2n7p+n+cfjSDIH7wN/EGZugz/IY5qQlcFuc/xAjDKfTH8jQMzZFMQ2uSSTggjG7njj0z/nNQsZNu4Fu5ODyD3Aqe7cjBZTkjI5yWHf8ALn8arTPjGGHl/eRjxhe5/lQaxRGXIVjuZcgAEnIP+7+HU9qqORk4wD024I57n1HanzM3G1xhicnPQn27VEsnmsCcDrkd6ZokR9zuGOMY7/jVlCDAWAOen1qsApLcHnrU6kxWpbnqeGoL0ucxLI1zqLvyzM5wO5+lavlxWcaySEKqfMTnls9APRv5Vl2K7dQGeCFYj644quksksxaWQlwc5PTOetVFHWopl64nge7a6ulaScnKxLwqD+7VlVu9UcO5EcYOUTpgf59aq25j84FEEkpOd7881v26tGgLuJGK9MdKUjOrPlViVLWOLHmZlkxuC9eP6/0qwB5JbODcFuVzlY8+vuB6VSmmlXMMGVGOZTyx9h6CnW8SqoMrjy0HzDP3ie/9Kk5krluOdRckxl5JcgBjwPoDWjITaxLbJJslf555u6qfbufSufhvks3Lqpml5EKfwqe5P04xVm2W5dbnblpJCN8jdBzz9D7UCcT1H4SaiDrWsWRcJC0cUsEbNyx+YMfrwtevjpXgHgHw/PN4tsLi1lfdZkS3Dsedh/h/wCBY/SvfhwK2h8J6mGd4DqKKK0OgKKKKACiiigAooooAKiuP+PaX/cP8qlqK4/49pf9w/yoAlooooAKKKKACiiigApDS0hoAjlbZEzE4ABNcwnzLv5DP8+T6mtvVpNtg6jq5CZ9M1kD9AeK56zOmgtLiEEMSDwSKWaCG6i8qeNZIuyuM4/wNL1p2cVibSipbnO3/hyNo3FrcSJn/lnIcjPbn0rltT0u6t45F8kFRjY45/DHeu+ncZIzweKw9QcBGBcqB3HJp3OGrl1Keux5hqMczSERbDu5U4Awe5/LjB5IFc1erKZj+5kBPABJOfqa7vVlid2LoisRk465+veuN1GTyYbiQEgKhwSxyKcdWcMsAofCzLm0C+vdF1HWowi2WnukMruwy8jkAKo7kAgmva/DVrJpvhWwtGGHjiA9jmuc1jRLjSPgZoNn5MbPfXKXFxMoOfnbchPqcFRXZ22VhibOB5YGw9Olay00OfGe6lAb5exMH5ccsagYB1P8Crg8+vPWrRWM9SwboQe9RDex2oowSSd3Xj61B5zKV0RI6AjapJAfoFxVXbtysYxsJXLHGW69PTnPHqauXhWNWI25THU8lfQj1A5z7VWIaQqxVmyAqgdepI469/xoIbGlFEIKli+3arscZB5PTt398VULFZVLEMzOMfQdCR0rSYExOBtQAbn284/wHt+VZtwyrImNqqQACTgf5Pp1pAPzv+UJ5oUlCT19R+PFPLbkL8LuXcx65GNvX8MfhRKu1xuLZwRwMY9SKSVf3W0KN6jIEfOwHjJHf/HNAFSXDFD/AKwhfkb7uD3x6U0Ngo0YKnoX5LFSOcdz+PemuDK6r96M9GI5I77f0xn3p5O7aueWyq/NzjvjHQ4/CgYy7YiEqCwJTadqg8++e3tWfbbElBXP3zGNrcMOu0+w6CtC9IKOoVmUIeRwSfb1rPSMMRyzkrjd91SMdfY9vftikUjoIzmNZASCUyvQn0IHbsOuBUsquYCWI25APyEfN03cf0qvZSLLbISMBzkE4HHTIH4dKnXIRctnbkqSTkFu4OcHOenTmgze5y+t26q+dqOdwUdz/hxWBbfu5thyYyfvHvz3HU88/hXXaral0CKAzKNxCDAz6/p+lcfchVPmq2QpyGH1wB7GqOiGqNaKVxgqxQ7ipYDv2PvVlWY7FVUUg5UKc/h/X04rM3ttDF9jID85GRk/5xUiXDCVgDnAxyeAvY5Hf296AcS+MrIjrkMAcFRwR9e3PT9cVOixvEgRs4GS+MAev4fpVHzFKI5Ix1Jzz9PTBqzDIzFdwbI+baPQd29vT8c54oJsY+pn9+VAO0tnIOcdhkenoKghn3gsUZx/eJ6n1P8AnirWoKGlJQjaPmJXjrz0+n4VmLlWBy+/JIx0I9cUG8UiwznAy8gUgEEDnIGM/iOPpUZ2SDjA9KaXCYVnwVPKZ4+uadgoueAVPzDHT0yKZRGflU7mOCOMipRhrd4ujbc4NIkhz8qk55wME59ien9e1OC/NtCgt1Y880B5nNbxHdGTnnOPXGKoR7jz1BJNa2uWs0TvcwqTE/LDHKHv+FYts5VTuI+hrSOx6EF7t0a+nLtbJPPbNbaQ+Zg+YyAnoD/KsO0mdSCiRkepz/jWzC9w6/dtkB6kKx/rUtanLUWurJ0sbVOW8x++0Ng5p39nwuQCrqfb09B+HFN23HUXQ8vGf3cfOR9c+tOjErnMk0jnBzggYPtUmV/MtxRWts5TkSEcIg3H2yenr+dXEmLKqrGqKASFJyfbHYHvkd6ohljVUU+UuOo/h9eTUkZa4wkcHmAHoD8qnqMn1pMSjKWyO5+HN99n8aRxmUrHewMrlz99lwVH1+Zq9uHTB614f4D0xJ/FtkmoMDKqNcQxp0DpjnP/AAKvcQOK2p6o9PDwlGNpIUUtAorQ6AooooAKKKKACiiigAqK4/49pf8AcP8AKpaiuP8Aj2l/3D/KgCWiiigAooooAKKKKACkNLSGgDK1hvlii/vsW/L/APXWcB1FW9UfN6if3EJ/P/8AVVReTXJN6nZSXuigUjHANL0pkpwhPtWZqZszcmsHUZeorVmk6nNc/qUmFbnmgbbtY5XVW+YmuP1Yeci2xP8Ax8SpHkdtzYrqNVfiTvWTpunprPi/RNMZsJPeqePRQW/pV017x5lazlY9k+IOmiy+H+lWAORbT2kIP+6yj+lQQ42IGGQFAGOxre+JKB/Cy8ci9tj/AORVrBhI2kjoRmtanxHlY740hsmQS2CXHdRnAqNUfecthAQCFODj2PUfTHrVjg9utIEAJbAznP41BwWMu6G1TtCYHzBsEKc/1JNRRkOChYln+Zgfy/EcVPf5kYlXG8HPtk9f0zRHETtBCht2PvA8eme2aDNrUbKuAQ6jcoGzb3/GsuUEXCluM5Bwu4jPB64wfcVpz8yMwHJBYAenXms6Qj7SuG5DgMcFtuew9aAJirNIybeSuTz27DJ70yR5GRVj5OdgAJ2jHXcMfXHvVhxI6DHTIwCQcf4GonO1UjZiuDlgGzgZ/n9aQGc28jIKhTkfeOWJ69uB6dabAAZQBISoXaADnI9Sf59884pXbBjYsuQS2fujPr9Pbv8AhTVCrMUDxocbimMAEfebHXGOMnpTKYlw/wC725WP+A7ew9P88c1nIzBGKr82cAdlPc+5BzV+8LuqADaSCWY43dvlx2FZ8Lb5HLMMLlwVHHXBI78f55oGjesSPKUKpTg5U9z3H48VbwAWyMlchc8AeuD2qlaSfdOVz3APQ+n9c9OatsQqASBsNgBAQAMDnHpnrUkMrXMImR4yhb5cnKjp2J9q43UoJGeQMwZumcY4/wAMZrtJeH3FmOGyC7BVCkDI/TvXO6naxqzqGGTkKTnBweQM/n+FUjSmzEtmYfKGP3cYIyMelSBtkgYq+Oo5yfTIz069evtVdiYrnzVYBc5YH+E/3vfirIjkHykHIHBY/qxPQemOtM3Jo7hhIdu0OwIJ3kbhjuMcVNFc7to3Db1Azjb6Z/wqmUKrxypO4sRnaOh9s9ajUldxbcQO56cdPr1oFYuXSmVHZpMhuuSe/YjHTPSsiZQ+GyWVuGGcHj/P6e9azSlcyiTacDBkHI9efp09Kpyw732MuflH1PsCP8mgqOhQ3ncucHI/i6HHXP1FTK52IFIZFU7UHG36094I2YkMFDHLZHU+1Qm3aOYHeCvX6igu9x/yuAxByfXtijOOVcknnmnFfk5wXAIC9qiKkITnr+lAugye6RUYOQVIwwNct+7F04jJCk5BPatLUnCgoPvfyrID75Sw4GBhf61pE9ChHTU1LWOTdkLuHqGNbdtwB5m4Z6cE5/TiqehsPNGa7uy2lfurkj0rOUtTo+pxqanOxJ5hxg56cIev+e9W4dPeTI8x9vXgYxXS9OB2qFlBPQVm5M2hl1PqZiabb4xIgkHqTk1oQqAowRxzjGMGgqOlOTrip5mdlPDU4LRG74WnFt4s0qdvvO7Qf994/wDia9rUYGK8FsXEOp6dck4EN2kg/CveV5FdFB6GGJvccKWkFLW5zhRRRQAUUUUAFFFFABUVx/x7S/7h/lUtRXH/AB7S/wC4f5UAS0UUUAFFFFABRRRQAUhpaQ0Ac9eOZNRmJ/hwv5f/AK6iXoaRn8yaST+8xP8An8qUdK4Zv3jvpr3bCngA1Xu22Qk+tTMeBVC/kxFikUjKnf5fauc1OYfNW3cyYSuU1KYbmycUglojn9RmDFs960fhdp8epfE2zd850+1kn47MSFGfwY1gXsoLHNelfBDTX/4nesSxr88q2sTdxszv/UrW9JanmPWR6F4wtxc+HZwwz5bLKPqrBh/KuPj+ZVxwu0V3evxmTQrzBH+qYj8q4OFtwAwenGOwq6i1PLx+k0SE4IxyaQllCtncT6cc0AdflJB9ehpHOT1IHXcpwVH1rM4SrMuJW2NuY8r6fX6Co433DZlQp4ODkN7+/wClTzNGscYAAABzs/iPfA9Peo4FKpknA5GEHDDr2+v1oM+pBN5nGARklm3HnGP59vxqgAI2BDFOSwVB0rSnUlWUbSxAU7hgfl+vNZ0h2SMX3Kq8CQ8YPux4x0x27dqBMtOkhaNyij3LZPTGf161VdWRGWMgKowc88jv7fXt6GrjghVLRsOmN45Ax6DpVCVnVgwbbk4MZ5Jx79wevrzikBTuAu5AXfGNiR5wCPUfSk8tNhQkPhlA2jpzgf8A6vSnSRp5zM2X5yeCSfb/ABA9Kk2nYzbGLEnd269eR29+uKCiheSvIHIym5iR/Ed3bI9euefSqdsxVyyrgBQVKHJzn9B/KrM0ioHK8YHJ6c+9VLf5VMYAMrrvwOcHvn8epoKWxr2rKkYG8bQNqY/iPXA/M1o3C5dSn3VG3pwg6Z2+vtnpWbal1uCvyrvAKlTgj2AHB/Hpx61pykFSGzxySeBnOOT6e9BmyEMDkIcALkEDgAdR/X8aztRUPGrKqCEcqQMKff6+361fLMyx/OcK/BJxz34HUDioplDhhuyOd2c4x0yR+n45oQ/Q4y/jO7b84OOB3A7j6UyGRnxtBCk4LLyfyPatO/tyhbB2Mn8KKCIxjgenPr/WsjBSUKYwozyuOPpz2qjpjqi0wXYz7QFA5O30PJx7VEwDNwAxACjLYOPrzx/OnkF1VmP3TlcN+QHtR5XlkfIg2krjnKkdxigZCEdZEwCCDnHcA9/Ye1SEq24YaJ1x2+9jPP6011IJ54xjcBkn61Xc+WgDk4B5HAP5Due+PagaQ5wRwMcDHJqFSyEA8lemal3bCTjbtxu4/T+lKQsqlk9fz+nrQUiFCQBu5zkYpWG4hiTim9evb07HvSTyYjOBgE8U0VYwtYKb2x6dq03tHn+FllfrbJi31iWKSZB8wRo49oJ+u6se+QyGRz/CDivYtM8Ow3v7MtyyN5TbZL9yB99o2PB+oUVrA9OhblPLNEIE+D1BxXoVkP3fFedaWy/b5GUgruBGD616LpxBTrWE1qehR2LxGAD3qJhg1M9RvWTOpEOOc0qfe4pTTVOGpFC3khTT5ZV+8oGPbmvoaMgoCPSvnyaPzrGRBx8uf1Fe+afMJ7C3mGcPGrD8RXRQOTFWLYopBS10HIFFFFABRRRQAUUUUAFRXH/HtL/uH+VS1Fcf8e0v+4f5UAS0UUUAFFFFABRRRQAdqhuJPJt5JP7ilvyqaqOqSbLCT/awv5nFTJ2Q0rswkGxFB9M/1/rTweKY3XHoKM4FcL1Z6C0GyPhevNZmoSZjXnn0qzcS4rHv5uE5pNlJGdfSYQ81xeq3GGbvXRahcAKfmritRnJlO3nHNOOplWdkUZ5ljjed13Kg3H6V9DfDnRm0TwJptvJG0d1JH504br5jctn9K8D0vS/7a1nT9NOSl5cxxyY6mIt8/wCQNfUqII0CLwFAUY7AV101Y4Lbsraqpk0i6RRkmFgB68V5zAx4yRsHSvSb+eK20+4uJziKKMu/+6Bk15cim3iQscjk8855yDj8aVTc8vMfssvEFzgE89fTFNb5AFwH6/LnAb8fanCTdGjYbpkbe3ckD360hwMnIUdflGSR71medfQhmDpbhg5LbSAe/v8AhUduAoHlKoJUKWJ4I69PxqeUYVmABAYYOcnB4+gqJfvNgZOeNxzxQIilVvLBcliDxnoOcnLf/W5qhcgJcY3DzGGF+XIAPcj3rQlePz0HVtxcZH4YA/Gqd2zJOj5O5AeDhgVP16n0HagViQE+XGEQKCCRk5z64/xrPnG7exYjCZxu+6V9OPyrTMWInDYB5+76dduev4+1ZkrEsGHzDHOCCAT3yOSPbtSEQfK6o6x73Iysh5Iz6DikuwDbNvClsMgLNuAI47Y47fWp2G0AbuM7mbPGPp3/ABqOQKFztYBm5yM478f4dqGNGRdsBGqEsFRcqF4xjHJ9etQIwD9Tw+3cR+mP88+tTXGVDtGoJbOSOrD/AD/WqyHDqDtyAu4KMjHYD0x+nWmaI17EKX+795uBIM8fnWkHkMbZcbgxIJHA55x6+ntmsq2+UAeWNxIKjA/n2+vX0rUjZVXDbnLL1yOc9hnqff0yTSMpbkDkgqScEEhQR909cfQ5poZRCpMfHy4AbODjhQf/AK3aldpc84D8BtpycdvqPaoIcRI20twSAQMFfYg9PpQCZV1OF3UYGBkdfXuD6j/69c3cwl4+QWIG4YPX157fTmutnAaAlgqFQdpIG3cR0AHbv75rAu7cLJI3O1sc5z09fzpo2psowTJ5S7SeOCduePp2FSrKVVQEVsZHXt7eoqsybZXSQ4jcZ3HvUp8oIhIcNgfdHOB2B7UzUcVZiqfKpOQOfbP4iopAMNglnPy88Yx2z68/ypsk6Idsa4Q9wCFJ7AL6e9BSKTOQxAHygDoO4BP/AOugpJkbwpES6oo/iDFsEg8Hd69etIhB/i3KPlDDj8qkaCNpC8bHoDuYYOCPfk1Ds2ty5b36/wD6v50DuLKu4uVBDnBAI4qpPuXcpXIPcetXsDAHI44BOePrTGUEbsAY6n1pjT1MW5jzA67P4cmvpH4TW0Vz8H9It5kEkU0UyujdCDI4wa+e74JBZSy4wrAqAfXFfRfwdz/wqfQsdfLk/wDRr1pA9HD/AAnzXb2lzp3iO6sLlPLuLSTyHXP8S5rvNPBZQScHHNVfihoo0X4q3FxHG4i1GITqT0Zyfnx/nvVzTwAoA6VnVPRo7GmwyKhI5OasBahZcE1gdaZEQKYB81SYyaRlxSLRLGp8lx/sf417R4Tkafwho8r/AHms4if++RXjEWPLY54KkfpXr3gbP/CDaGpOStlEpPuFFb0DlxK0TOiHWloorpOMKKKKACiiigAooooAKiuP+PaX/cP8qlqK4/49pf8AcP8AKgCWiiigAooooAKKKKACsjWmykUeSAxJP4DNa1YOssWu0XJwI/1zWdR2iaUleRn7stnHXk0O+Aad3JOBUM3K8GuLZnoKOhm3spUMc1zd9fYByw4rZ1InDAGuG1kyKsjc7BUvVlPRXIr+/R42wwrlZZWmuuM5HTHTPvVG6v5IbloyxKtzTILoIHlcAhAWwTwfQVrCJx1ZXPV/hJor3niaXU2VvI02MpG3/TaRfmU/RSp/Gvca4/4a6L/YngjT0lRRdXK/aZ2H8TOcjPuFKj8K7Cu2KsjmZieK+fDGpoOr20ij6lSK8+A83S4HIBZUAOQflI/Hn9K7rxlKYvD8pB+86J+bAVw1r88dzbA4EbqyNnqWBzj/AL5FY1Nzxswl79ia2ZvJERd/MA3Zx+QHv7VMrFuAwVee3Q981nKwhk3cRZxg54z/AE9KvnaTuCZGcY6E+mfzNQcEWEpBVwATz1qmOrHDS7ejEYJHt6t/TFW2b922c7Tzg8ZHr61CqK3Rc5PBHAz6n0oBjGEmRlwGKlfkX8x7GqrIEkRc4jGMt/dP9OMfjmrzDAZwxJJBz+h9zVaVDjAwWJyQD8zKOo9x9fxoJY6TKwuhYIA2Pl7H69ye4rLZAsxIRwPuAKuMepY/yxWmzAQlhInXaHQcH296oNGqOv3U3BmBQcnsc/T9O1ILEADeVjbgkbwi9V5Gcn8qjuDGqjahXn5SMnvk7R3I65qRRhPKRSFznk9+/Pvxn6VHIGjAL8rwrgHqTxgDrt//AF9aY0ZF3uMxfpj52A5HsCe/U1Ti+RiCrYO0KFXkE9CPYntVq8KhcESHpgfLjvg4z0/X2qrCPnkDNjJzgYLcD9B+uKDVGratwApUMOTk5+X6dvrzWpGx2KWG09BgZA46r6jHNY9uIyyCRWzvDbWHzfUVsRuUY7hgEduCRngD1H1pGMlqRSb/ACj1G7khTyR6g9s/pVMYjnGwqR97cOmD6f0zV2T5iy/LjoT/AA4Pf3IqrKCVXawLgA4HHQcg5/lQNCJKysu11jKdtuc+mQegBzVW5tshgVYHGNwHAXqT9cgUzz4fM2uGZGGSWPUd8j/H6dqsq+8ABU2hvvbSN3Hp2oNErHOzRGQNwAQeGfp+B/piq67gcqcE8885+tad1DgPNgsR3ILdD09v84qlMgYbWxnr7VRtF3RWYMCMr1/i+8B9PfNRtDsw2+WPGDjuT6/59adIpUAMcDgNnuOuPpVZnU4XaMZOAowPpig0RIxkbBdiSBjbnhcHJxSo7qCew7VF3IY5PfA4I6D8PShpQoZj3GCM8/lQOyJpZAgGeB059qqtMZSNhxnPI6fjUTGWdhnOx+RntirlvEttEbmQAqn3Vx99vagdlYytfcwwpbjpEnzDPUnrivqL4Y6dJpPw40Ozm++IPM/B2Lj/ANCr5XuLVr27igLnzbqZIlYn7xYgE/rX2Vpdn9g0mzsycm3gjiz67VA/pW0Nj0cOrRPJfj3YBYvD+sbsCC5a2P8AwMZ/9krk9Nf92K9O+NOnx3vw1vp5AS1jJHcx4OPmDbfx4Y15TpMokgRgfvLmoqndRZvqcio3IBNJG3yAnrSMR1rnOxMYetNNLnimt04qS0yeI4bH4V6v8P5xN4UgUf8ALOSSP/vlsV5Kh+fP0PFem/DF8+F5UJ+YXs5x9XJFa0H71jnxK907cUUg96WupHCFFFFMAooooAKKKKACorj/AI9pf9w/yqWorj/j2l/3D/KgCWiiigAooooAKKKKAEPHNYGpfNfS57AAflW+elYGoDN/N+H8qyrfCa0fiKLjccY4xVeVTjp0q2Vz7CoZFHPzVxs70zCvI2IY461y+pw7kdDtx3Gea7S5jJU1zt/DuckMcD2xg+v4VHUp6o8s13S/KkWVR8rcEY6VmQRIupWNvKA6S3cKFcdQXFegajaI8RTaCPbtXKXlgINU065OQkV5CSw7DzFrpptM4qkbH1hHEsSLGihUUBVUdAB0qTFICDgjkHnNONdZzHKeN3H9jrFjLPKpUepBziuJtTHBPC7H5pm8kenPJP6fpXW+PWJTT4QcCSZgfwXNcXclk/fRrhnxFCgOCT7/AE557Z96wqfEeDj3+9LV5H5TNH8pz8rAjI5Hb3xzTra4xJhwRnjnggDoBT3kW7sIpgfmYbWI5+YcHB+vas8kRzBASOcHdx+FQchqueCwwwPJ3dvYe1NZDhj1Gd3T730A60kMnmLtx0J6nv3psqEMrsFKjAGQCUPqD60DuOcBi2Cw52/NwF//AFVVcK+EVmL9NqjBY+3v/k5qVDujRmQFiACHGQP/AK31pjkkOJDlCenAGf8AaxSARjGIwCy+Xg/Ow4J9veqjq2/KxjeOBn5SvHpVwkyLkkAEbioGDj0BHX6VVnUyjYilssAR0+X+LHqeo5xQDKsmSgwjAMMfNwAAfvH3/wAarXDAPJgYUAt5p5wM4zkf571aZg2GRhjYdjDPy44z9ecZ96qysyxpt8vzAOBgFQcYJ9+O1A4mPdt5e8BTub+Fxjn19if6VUhX5+uwEkK2PmdvX/63pVmf90ZGyQzMWO7Ge38/0xVYr5c6yPtaTHDfeCtnOT7Z70zRGpDmVYyHOAmQQPm69q1IzkEoC3zFWUnheev09DWXE64DF2UMeN3JOepx6H+grRWTdwvCkBTj+HHb60jOW49uCUDbjwdqjjPsPX3qvKu5SNuV27gwIznPOf8APNThC7KQQ3TcWGeB0UZ79fzqvKSvzbsBeDk8g+uP0/GgImRdBVKrKCzg7/l7r23enOeKt2k/2iMEoFUHOTkgKOFJ9M5qncnZLuUASM25ieDuHT+mKiiZYY8p8rE53+/Qkj8cfjQaM0P9ZBIIyGG4CRh3b2HfnjPb8KxpVMTSKVyxHQjhcf8A662I5cZLkIqrn96dxC+mO/r7ZqrqEKCRTEGwBxkYyO+fSmgiyh9nEo6HcwyM9PpTJNNmbcykAkZC5AI+lSwu3BOAD+OD9KsmeJYjghdxxyOPw9/pTNG+xlHSZRIdx+YHr0wO3Hp7Uq6buYhgOvLHt61pG4hwEIjK8MMjj8/Wq1xebyECHd1AHr6f59qATZW+zoriJfvsOp7Y71SvZ/MCqnEYOF/x/OrNwRFGId5YkAyt/F14ArNuGZmPAAVSzY7UI2gm0aPgPTV1n4l6LZzIZIFmaaQem1SQfzAr6z98cV85/AWEz+PdRuGQFYtPIBJHDF06D6Z5r6N7VvDY9amrRMjxNYR6p4Y1Oymj3rLbONvqQMj9QK+aPDMxbT4g4KOg8t1PUFeD/Kvq7H/16+Xb+yl0jxrr2mykbo715VI6BZPnA/8AHqmoro3puzNuNvlx6U7dxVWGQlATxnmnmQAdea5WdqJM9vUZpc5HSoAwJBz2q2q/ICak0RGDtYcflXc/DDUAt5qmlySfO224hXuUxtY/99EVxLrU+k6j/Yuv2Orc7IJRHOF6tG/y8+wLBvwqqbtIirHmge+LzmnVFE6yKHRgyMAQR396lruPNCiiigAooooAKKKKACorj/j2l/3D/KpaiuP+PaX/AHD/ACoAlooooAKKKKACiiigBD0rBv8A/j+n/D+Vb3esbVYylwjD7rLj8azqr3TSk7SKH8FMZMgmpI+nPU0MPlrkZ3LQz51BU1iX8DMp+UkV0kyfKDWXdRZDVL2LTOJvogOBj8K53VLUT2NxHtyShKkdmHIP5gV2eoQFd3HUVzl1EVwcA45wT1opuzMKqPbfB+oJqnhHSbpXL7rZEZv9tRtb9Qa3q8o+EOrGOTU9AkLYjYXdupPCo3DKP+BBm/4FXqxr0Iu5xNHG+OovMgs2A5WVl3f3Sy4B/WuOudi7X4/dgqjfluz7Hj8q7jx5xpED91uosf8AfQrhNYJj/cqhYBeAejH+mKwq7ng5gv3hX8KXDvHqNuznAuDKB1GM8j6Vbv0AuDgRkDGcdvz6/wA/Ss/wcFdr/ad2SuHbgnocGtq+iEmyUZAXOexzWaONK6uUbeXD/d544PXPcD+9j19q0dwkIwDuClt3XHpx3+tZHKu3UjI68gew+vU1ejkzC5QD5/m2kArnp09f/rUxFgLtyqHYCN3AzkUxo1VCVUZI+bcD19TUiSIYgXPy45wMfTn0pGIIXADZ5OTkD2/+tQUV1cuhcbQoHIb+Yxge341BIplfcd/AEYBbjnnacc8ZyatHcDkKGI5BC4B/Dt9Khl2rIGkBIC5VWAwMnk9efTHtQJ7GfI21VjKgZG0f3ffp1+lU7wZWRgVSPbnzMj5ef4fQ+xzV66O0tuUgjEZjHVmJ6Y6fjmqF4qIzMp2sDtUqfmBzjI9D2z7UDiY1xggbyNqZCRsQN3+0uecD0OetQ2+GcbVZ/wCIjIAbtn8uw49qmuWbDgAKOpPXIqOJiQc/P82Que+eobr9Bjg4pmtjVtGJlUMApKknjLcdOvA68AYPFWIjvjLqBt3biOxI6MP881Us28sBi5csrNvDHJI/DoM//rqzbyEwbsliedxJPbIPIpENFqJf3soycqAxycnn27fWq06/NGcDYMZJGQpxkHPf6nipQRGxYgBQoYZHysfQjvSSqcNjo4356Fc+n8sdqCU7MxbtFOeXA3b+GBZvfniqqsIy5BUd2BJByemSauXcZRVRgdkbZZQc++T7f1zVMja+GQh1DKVfkFuvB7HjOfaqNUSWpWFw0pLD7xYAthTwcZ5P0rSbJgc4HH3hyd3r169uPasJSvmJhdzKwcsRjJ61owyylS7bQcAtt/z0FANFCaKMTEbGAX5ghzk98+49vWobhzs3gBgfmwRyAf0Hv+FaNyi8H5cJn5h2J9PY/wAqz5SqylGVVG0KVC/d98+lBpFpkCuXQ4XIHHK/5/KpEK26b/4mPft9KRvkJA4zz9feqdxIxHzNkZoNEiOWX7zFjlic571TbLQM27AckAnoD71K4352g4NOK7ojwefWg0jpodz8B1A+IGo476YRz2/eJxX0VXz38EE2fELUT/1DW/8ARiV9CGt4bHp0neItfOnxSsTp3xSuZix2ahax3B9tvyf+y19FV4F8c42h8daFeAfK1m0f5Mx/rRLY1juYFtJuQEk57057gKxxzWbbNgYp8pIy+4qB3H6VySR3wehsWreaw3cL3rXRUCgLzWXpsJRVHl/vMgf7mf8APP4Vu+SERieTUGlyowJ7VXliSRHicHa4KsO5UgggfXNXpV4qo4yuCMj1/uj/APXSWjuV0seofDjVm1LwysE7brqwc2sp47AFen+yVH4V2NeSfDi8a38WXds74W7tVMaf7SFix/IrXrXfFd1N3jc82tHlnYdRTadVmYUUUUAFFFFABUVx/wAe0v8AuH+VS1Fcf8e0v+4f5UAS0UUUAFFFFABRRRQAVR1KHzbY4Hzody/h1/Sr3amsMj270mroadmcwuSQc4yM1Iw4xjPvTJo2gmkjbna3B9qchO2uOW53J31RG4JOPvDFUbhPkO5dv9a0unIGKqzAsp5qWWmcxqEIb7xGCK5m7hYnAGW7EjIFdjfR+XyAOfWudvLbC424+YnGc9D1qAaujndP1U+HPE2lawrqLeCcx3B6r5L8O3HdRkjNfRauHUMDkEZGO4r5z1S3WVJVkUmKRSJFXjI7/pXrfwx1mTV/BdutwSbuyY2s53ZLMv8AF+Of0rroyucE1aQ74hymPSbVd3DXKZ98EGuN8QKVtXYZHA2kc5PuP611XxMJOmWCg9bpea5fW2M3h9mwDuUrg889vw4oq7ngY/WoZfgthuuXyMyDnccHj0HpXUSqpiZQhbODyOvtXI+DpQJV4GWj2jPUnFdkRgBQpbaOQT/WsonHTvaxhzwtvIRsc7xg/f8A7x/ng9TUQPl7RGdu4kg8ZA9fr9a0LmAEqGQMG79CSOh/OqEoD3CbApLkZI6se/FUBfikl4bjaVJCqP6+1SrhtnlKWJALbRgt9KoKyImArLwCFAwcjoM+1XAzOpBAXePmbuT/AI0gHBiAx4UEg/KcA+x9f6VFLB5rAuPlTnGAEJ6gZPp61Pxtbk7snBPzEeoA7e340jJGq8hAABkEknA7fWgGZM6uQTuwQpUKFJQ5756/hWVesYkbLjzWTiR1ABUH+P2zye1bV2jlO5bO4AnHHc+6+grCuAuwbQHBbAA5B78j1pjiZd4UDsrYB+6M8ZJ7f546VHb7XLK28NtGDjkgc49jnmpHClMcMg67OSw74PbtUcWSkkjbcITvYcjOeB7ken60GpoQOXyEj3YG9iDxgdCMc8c5HvVxGdkbYmTliSXBwehH05qikihzuZd/G5OSeew9Afx6VfCspQgL93aFQ4P4/wCNIhioXjYbd5IXCnHCjuRn+L6e1S7WcF9oGeMPwPpu6YHXA54yelVpeXZEYMeMBxgO3v7fl0p6NGzKqMxDYePIwMdyPQ44z3zjvmghop3sX7wyK+5WAySMjI6nP933PB571jhtny78cHcGOTj1Irfv41kQliBhtqD+FffPY9zWKybWMYGcgBQw+6fc9j/OmjWLKokX7xk3gZG4g4B7DH+c9qmtDsXaA4DHnfkkH0z6fzqNzhSyyHcnOVGMEcYJ/Cmw4X5QrYDdR0Udz7Z4556dKZpuXS6uHkOxmVc91VfqP0qpJuIwAzHoFyG57gEdulSRT8ruj/3CD1Hr/u4ppDFCowVUlW8sfdHbjPU8/kKBRViupEqlXGeeSAeo9Paq88fJAU59amYqjAtgHH4/l6U/O6MfKeeo7j8KDRFFVY445FMblOmOcVZ2FBuB4qGRTyvvnIoLi+51nwp1H+z/AIhwgpkX8T2mf7p/1gP/AI5ivowHPrkV8kwXbaWbfVI5GRrW8ilyOuBnd/47mvq+yukvbG3u4s+VcRrKn0YAj+dbQ2PRwz90s14n8fI9tz4cmI+9JLGT/wAB/wDr17ZXjf7QEEzaPoVwqFkhvTvb0yoA/M1UtjpW559ZwrcrtiGJM556YrRh02R5FY4UA5APNZlhF5kaEMVYDgiuosSzoAwyegPoK45HbTehYs7dYcqo+8eTV1ejDv602GPapOam28ZHWpNLlGUVTcYz9c1em4zVN+ak0Rd8NXC2Pi/SLpujSm2H1lwB/KvbxXgBmFmUvSu82kizqM4+ZTxXvqHKqeuR1rqovSxw4pa3JMUtFFbnOFFFFABRRRQAVFcf8e0v+4f5VLUVx/x7S/7h/lQBLRRRQAUUUUAFFFFABSNn0zS0UAYur25Eyzj7rAIfr2qih6fyrevoDcWropAfGVJ7GueU8ZwRg4ZT1HbH4Vz1Y9Tqoy0sSnk80wqDn07VKF+XJppHSsWja5kahDukVQvIU5P1rDvLcGNiFKgV1c6b29qzbm28zcwHyAc1BcdUcFewgHJIUDua0fhJffYvF+p6Rswl5bC4GW+4YztIx/teZn/gNLqNuBM5x8nYGuWhvP8AhG/Huj6szS+SkwjlCjl43BXn23Fa1pO0jkrxtqesfEw7dP0/pj7SK5ibEmiTpg71wQMfX/PvXUfE9dvhuCXJyl3EM49WArltOfcZoCFCyKwHOQTx/wDXrSr8R85j1aoc74V/d38cb8OWOPXp0Hv/APqruSSHOM/MP88VwdpusdcAJ8tS2Rn/AD17E+vNdy7b33bCScYZe4/z/Ws4nDF2ZHPGGb5SDjAHAwB3NZ+1TcHMZfOQwU/Me2OOQf1rU+982QcE8Dp/+rPSqEkQG75FXI25PDE+5/LmqKfcYISrBACExk+mB047/Woom2y+YOR97c3segx+vepd+8ErHEFY8A5zg+nsKZ5WGIWSTcTgjaAf97/PpQSWYpFI2Kx3R4BC/wAPsx/x5p/VsAkHcCAME7vX39v1qmJQESMKG3LuCKOP97Pf6VdifeoXcBxnB5+uKQylfAJGWYbmIyzKud3P5j8OK52/jZmYgMzBvmbkbcckZHXHTPrXSXcqqmA5BznOODnrj2/xrnb9WcN8oYjIUHouePxPc0yo7mZKyB2k29/lCgDntt746/rUKloy4Z/LzjOQRlvTn/OetSSZQ8IhCnncP0I9R6VAjfvvu4XALZ57/eJoNC6x8tRIWOcbUK5Le4OP5Cr6NujK4A3/AH8N8wzyQD2Hv+VZxy42NLhScH5uWPYDjoPX3rTiGVKR/Ow2gkD73HT8P1oZEiQrxt+Yq42MuzIPp+NVBI7FzIM+Zhty5JzngD1A6cetTkI2VYux3AEbsbvbP9PbrVaVP4nyCcHI+6eecDstIRNKS1vtEYcAcFWCK3PKjtmqd1Dngt8+3IwxO8epHr/jU/mny2wuSOSc+nf8KhkWQkIBlckNhsE57/Smhx3M6dWQMz7iVww5ICgdF/8Arn8KrsgDZcBmQ5BU8g9/5/zrRuYn4I6bdpUJ17AZz6YwaoFEwCSST157j37j8KZsiIHBYABsDOVJwMjoCeSfb09qUACNEOQNxAbHC/U/1/LvSzRNkkbX5IwBgc9xUMkO3OSCM7QVHBH0zx70DJAUIG3aSQS/QgjsRnnHt1FMVwpw3Hqf4seoP9aTcC5OGGQCF64OO1I2QSACgGMAnOz2x37+lBSJmAZQTyTxgHOagkjLMzAY56ipUcHI24XoFzkD8akUkjaQdvQ0AmYusxs2gzL/ABLMm7HcbTX0T8JdaOtfDzTnkl825tgbeY+hU/KP++SteHi1W6V7c48uU5VvRhXffAu5awvtc0BnBjVluoiT97Pytj/vmtIM9DCy0se2Vwfxf0+XUfhvqIgQM9sUujyBhY23MfyBrvKpapYx6ppV3p8wPl3ULwvj0YY/rWjOxHzPobF7aFmGMrxXYWcYABA4rjdBikhSSCVWWSCd4mDdQQa7a0GVFckkdlPYuJwpBpx6cUgXmjPBPpUGqKlwNvB61RcjNXblvmqnJg1JpHYjMYmjkjf7rKcivZ/Cl6+peFdKvZeJJ7ZHYe+K8ai4lyeleofDm48/wjFH2t5ZIB9FOK3ovU5cStEzrqWkpa6jkCiiigAooooAKiuP+PaX/cP8qlqK4/49pf8AcP8AKgCWiiigAooooAKKKKACjvRSGgAOMc1z2oW/2a8DKMRy8g+h7j8etdAfeq15bC6tmiPB6qfcdKmauioScWYkbZyDSsPl47dKihJw/mhlZDh8dj6f1qfOccgj2rltbRnandXRXdRsI7dqrL833+1XioI2kcdcVXaM7gQOlS0Umc1f2gkldmPBPHpzXG+LdNM+jNJyHVvlwfmz1GPxFegXcLNPvUgI3+r9T9ax9SgMtlIGTa23dIoHQ+1Ts7iqR5kLrOuLrPwVsL+TfJKr28U4Y/M0iSBGz9SpNY0Fz9nljdWywIywGT7dePXmuXuNRTRvCevaO5Cwz3MF5bBiQTIrrvRfwXd+Na8UuIoXGAjpkE9geoz37VtJ3sz5nMYNTuX/ABFZot0l5COG+YYY8D0BH61raVdi6sUC4/djGQTyPTPr1qC3cahpbWjAK8aDYByWH1+vHuKzrVm0+6EWNoBOAe44/wA/hSPKtZ8x06Mcgbs89gAcD27c1Wul2xMGT5uc8AhvwNOhkjdVkUHDAEgrxjtj3qaRTJGQo+Zugb+H/GgtaowVlMcpIRmAOR83X2PoBV2ExOcZ3cfOypgfQ+oqlexMkjtAjF89ccY9B6n0FMtbgsrK5wjnAIG0sOmB75B59eO1AtTRYeXmQqyAAsGkAOD7Y7n8qesqxxnajHeo+8PXrn/63QVWBkLfL8zLjdjgH+6RnOOM4pk2I5i4mzKnIB5CL6n6HPHc0BcLudncrIW+XJwvXt1/wHNZN5zxIdoLAgbCVPYD8TyPrWm8YZVR1Kyf3Q2cHrjP9ap3qNKBtDOzgfMvBIzk7R0A/WgaOdu2MdwecKoBf5iCDz0xx37c1FGGnm+SPAGckn7o7Hnrnjnr2qW6ImmJBjwudrnovtjuahhlZmzlt5ztwPvHHYd/pTN+hqxQBcMqbTgkYTG4cZzngVatXQvN9wjAU7V9s7vTPoPSmxxADCDfuGFXdkkDr/Pn8KFBWU7AQzZ8sKOCc/MQO+Rn8KDF6seiHerJzIc/dQcA8AgnjPHI60ydsAYIkyMKAT8o75P6fQntSk7yuNpG0gDdjJ9R7+lE+4JjzBx8p7HHqfSgaRQbAVsho13EAgnaFwPzx+n0xUkjNKzEnDHlQ3TGepH97681E+APMBDqpwRglfx5qEh45Ej3FHI2ksvzH2H+NMtImlG/kbdxB3AgMTjtg9u5BqhMAkhGFB4IJYtkHoCO5PP071ZDq+5CFDZAOOpwe5+nf+dV5NhZow6ZIAIHP4exoKQzB5wDEE45XlewG3uf/wBdRSR5ckjgcMQ3yp6/nxx7U9yys+3O5eScZYDHH1J7ml3kDg7cDO0jp9aCis6FRtX5mJwcjIPv9aiZmLM3G7AIB9B2/n1q2yq5Y7MggL8zcMAfQdDUWxfLUmPkgg4BH0oKTIUGwBd3PPHJOfX2FWYhmH5TlgeTUI+RAUPGOHA4x3qxbMFhkfGdp6D3oK3FeTyI5JFALBNqZ7ZqX4fah/Y/j/w7dSqWNwz2R5+6XPX9az76UiAMAGAbBA9P/wBeKyb2SaEfabWRo7i0kWeBh1UjqfwxVRep04d2kfY/AHTgdqdVHSr6HVNJtL+2bfDcQrIreoIq72rfoekfOOplv+E88TDd8v8AaT8fgtb1sw2qaxvEtsbH4l6/GRgTSLcD/gWf8K1bU/u1IPPpXJU3OyHwo0sjI4pH+6TTh9wc596Yx+Ug9PWoNEU7l/lqjK1W5fmU5qg5PpmpNUSQ8v7Yr0X4ZSqNMvrZf+WdwZP++8n+lecxZAbscV3XwvOLvXFzxugwPba1a0nqYYj4T0alpKWus4QooooAKKKKACorj/j2l/3D/KpaiuP+PaX/AHD/ACoAlooooAKKKKACiiigApCM0tFACYo2jBpaD0oAxdTsyr/bIQcgYkUd/eqMcoKZ52DHOOTn0FdKV3Ag9+K5y+tWsLrIJ+zyfcb/AJ5nuPfPb0rGpDqb0anRjgQzNjoB19aRlBXuc9QKQE4UdD37DHtTujdf/wBVY2OgqXES4kHynfweOvv9aoT2TSKyA7SRhSw+7gZOfrWvINwXCjjqPWq86ERMTnPAPv71MkUmeQa/pi36TwMmI5SQuRnYcdPz71m+HLt59Gktp1Vbixk8t88EjnaSR3616dqWji4WR4lBkdRuHTP09K821OzfRdaTUUQ/Z5D5NwuPuE9GI/P86cX0PMzDDc8G0adjftYtHKUfEYxIByzqRgkH6dPTiugv7dbiHzoGQggEMBkHPTH65rlIwBK1vvAKruUlsHHT8vatXw5qkYk/sudwWbm2OMY9Ux29R+NUfNcv2WXrO5EI2s2Y2ICgLlR6c9q24XEqKV5JyMnIz65P5daxp7YpudVVeCp2ng+mR3+gxin2tyEPllBISQflY/MfQ+/pQSnYu3MSzJjIdhkYwRjjjPp9K57y2iZpssr7OefmP0/wrqvvR7s7snO4/KHPvWXeWoKl41weoyOQOuKCn5FCO4zGFbO1QMocnd68f5xVweWB8r7TkN8g/i6D6kcAHpxWFP5kLt2Pqx65Ix+VaVlcrKgRhyCQAAePXn0P6UEsvlXRY8F9oJDbX+UD+7jufT8ao3sbBCMFhjBQtw2OgJ6DHX1xVnfubjHuAcEEdGP+zUV4C0ZVpf3pHLIPlHfp9ec/nmgFucpeKhUea5kYkORtwc8/kPTPv61DAwSdXc7Rv2/IMHJ/mPr0qe+TdclclD95nzlm9vTH/wBeoXVPKVYgAvO0kEjHcKc8/U5xTOjobRm+UROinDfKFO7A/oPUHrUhLFSxVgc87sAEnue+M1QhclflXCcjg8NwO/XH1z7Yq/G4aKGXcVwMBsY69hn+uaDJqxHJuZMfM28HcBxvPoPT+VLcSM8AfBVgucEjqTj8+akkQeW8j/Lzksx2jPqCeg9qqzEPnKoiZJYjoPU/4fmKBxKEkrRxvDv2knaAMkqe+M9P5ZqLIbO0dRtw2Cwx2Ht7Uy4Yl25G4YZhnjH8PPXHf8aiEikjBblt3I56e1M1SJlflYgpAXKsp9/X1+gzSKSdwyflGTtfjHYEelVJJVDjeRuC5CtkFfQjt+JzTgTJI4Azlsgj5efSgrlLCsQu5JFGwbg5HBY9cH0+nQVGyiJRlQEHKjAz9PfHv61IjPJGZHKv1I2jCj09snpSLGwhxnLKd7e+fU/4YoAYgyq/czyAwx6dPUintJEFI3nGcksc5/8ArU0wlTwWBBx0GD3GPbPeq5jbooG08Meoz6D/AA+tAx7yqxyoJYHj69OfpTYgBDLHuHzjAx61CZQoB6cfKQeoxSI2G6/dGcAdB/nNBSRMIRcEq+RuXHHqBWOsbLeRW0h+RwYznrzwRWi85/dkcBWyCD1+tVdQws8V0DhFmAfjpTRrTdme/fBrV5NT+HlnHKqrJZO1phf7q9Ca9CxXiXwM1BLfVvEGiu53M63MCY42chj+ZWvba3Wx6kXdHhPxIjeD4nuzLiO4sYth9SpbP8xUdo2Yk7Gtv4xW7x614f1EIPKCTQSN33NsKj9GrnNPbMXXlTg1hVR2UndG3G2VPt+tLIfkP8qhhbGQe9SS5CnFYmxRc8EVScnnFW5O9VGHJqTUWMkcnmu6+Gvyajqg/vLET+AI/rXDoMgDvmu4+GwP9p6ie3lx/wAqun8RlX+E9IxS0UV2nnhRRRQAUUUUAFRXH/HtL/uH+VS1Fcf8e0v+4f5UAS0UUUAFFFFABRRRQAUUUUAFFFFADe1QXMKXFu8Lj5WHXHT3qzRQHW5ysatFM9vNlJV45/jHYipyBsAC4HrmtHVbE3cStHgTx8oc4z7fjWRHJlCTlSPlZD1UjjH+Nc81Y66c+ZWJhwPftTZVLRkOKeBnJPI4GPSnYzkdsUiyhLADCFxu47cHHrXO6zpCXls7FQZFXDHH319/eurKZXn14qpNGSDyAAc57kVLXUb1VmeITQy6LeRWUrsYkYtbyHqU6mM/TrjvirM0eQGLuImO+PafmBPQj0rsfEmkQahaTRyKwzndg8r6FfeuDtZW2NZzszzW/OVJUyJ2YevccdMe9JO58/j8LyO8Tt9M1D+17AtcMi3UH7u5VBkA9iPXd19qSSNkfdt2EvhOe/rXJ2epNpeoR3qsDEg8qdVGPMXuD/tDrjrxXdY3Rh4ypikwwJGVY4z8vvgjgd6Z5dSPUhgmCKEzgjlT1DKOM+xq6RvGN2c8fUnof5VmmAxKoZ2AXJBHJx2/AdPpU8Mzp8rHkkAgHn6f1/GmRsY2qWxWUFCQME4xjjoR+tZhmZZAoKg4HyuANgH9fQV197Es0LYXf6gcf5xXJ3lv5EhLLujGTkjk+hye9A2a1hc+aFLMFVRu8oPwpPTAHb2NTzNiMjezHBIzwC3p/wDXrnbe6McgYkZHLCPAya2nk863Ksy4I4k5APOBjsT2x6UCMG/SUlm8zeoGfnfr7Y7kepqqpyXY4ZzkhmGAT/CNv5c/jVjUX3TmQLww4G3j/eB7n1xx0qgH3ruZiOuVzjbx0J7kDsOaDdLQtGRgCFOOmNwBz6jg8/U1oW80TRlnkJDMDuJJJz14rKCgRbtiqqqML3wOh9jz3q9A7pglNhYZ+VOh/lntimTJFr7WrOY0QgKjHPO3HYA+n1xjtmklQu+CzZPzM+MbjjkfX3qJ52ZGCDIxsXcchz1IOOAOf51ICMuT5kig5yc4GT1x2/l6YpE7GbcRs5BVFALcqT1+pPU/p75yKrvGJFQZyGJKDs3+yPQVpzxRSy7PLd25Gecf4VUlT5nBVVAG44+63vn+EfSmaJ6FWSMhSmFKkfcVs7v7w579vT3qu21DnbuGefm5Hv7+1WWOFy52jb8vIDYIySvc9az5piXZgoJxuZgO/bFBomXYtzQqw64IXH8Pr+JHWnKFZSAFZAAcKOEHbbnr3qON2EIZmCKFySp555NNluXA2RD0xuXC/ge9ArNsVWXCqQzZHXHQZ6n8e9NZud55HLbhwE9sd81UknLgHzDt6kj075+nWmJIG+90H3Tngj2oKsStaz4DEKy9uahZWY7eUbOAcVKk4Vshz9TyMf4471aW4jkUJMA2furnlvf/ADxQUjOZlZCGGGHUD19ajQPMtwjLkyRFiD6ryK0jaxSFhEMMOq9Nv58/nUUMfkTBwCTnBJ7UIq5vfC3UGsPiDpUgAcX0T2Uj56cbx/6BX0sK+Q9Nml0vVbdopQjw3cUiMPXdtP6Ma+ugQygg5B5BreDPSoO8TgfjBZmfwQbsH/kH3CXZ9wMrj/x8flXm2nsWGc/MQN31r3TxDp8WqeHtQspU3pLAwx6kDI/UCvn3RJJDYxNLxMFAcHs4+9+uayqo7aL6HURdRz0qaU/JVe3IZM8E9xViRWcBjwBWB0mfMMCqp6VbmUFsKfzqnLkcEAEVLNkiQKSMDiu4+GozqmrtngCFR+Rrhd3Q13fwx/4/ta7bTAv/AI6a0p/EYV/hPSKKSlrsOAKKKKACiiigAqK4/wCPaX/cP8qlqK4/49pf9w/yoAlooooAKKKKACiiigAooooAKKKKACiiigBrc9s1iajaCK586NRtkPzDturbIzUc8CzwmJ87W61MlcqL5XcwI2A3ZPHdqmQ/MNw7YxUZj8i5eGQH5BhPTbnP9TUir8hJJJJyCKwtZ2OrmuiMrhWB5weKrTD5WIHI4/Crj87iPqapylQ/U9eaZcdTnLuIu7tjaD1BGRx3rlde8OxX/mSJuhcHKSxj5o2PfHoe4+leg3FvuYODt9xWbNbMFDoPlU9B1A/r+NZvQVSnGaszyia1vdNkVNQjMTqMGWMF4nHqDjn8q2/DOpqkE9i7q0kaFrVt+d6Dlo/bBOc/7XtXcRwqkYAUPDg5B52+2DWLqeh2FxIs9vGtvcRndHNCB8jfQcH8apank1suTT5THsPEAuJDHdI0Lh9iE/dYd/8AgQGfwzWuQCC6AMA2QmdoYY4OBnA9qwbuAXEj2d2sUF4AWaJSux++6I9Tn8x3rJi1a60WTybhnMI4jkxllPUAjrnnvSeh406Dg+WR3cUgZmSRgYhxuyeffHpWfewmUMm5XUHeW7Jj0HrjBx3qvb6laXAVlcuP4Tngj19/THvVr5XjbPy98dx+PT8aEY2sYUsJcBBjI+Yg/LtHuRnOfao1vXtlkSaQKQ2TuBLH/d9v61sXNuJIdr7gx7AEMvpj6+nWqDoAxMiqEA4Eh3YPUgE+vIxTAyLmSSeYsMhN2d20bVJHAxn8z9KdZ2zbk3xsRx8rjHH+HfFaItkRAY1+TAOw4IK9wc9e3Pbip1uIgcuRuPUtwfTkjrRc05itHZyIA+3dhs4bt6/0zjPapIrb1YKH5wMkhv6j8qteeIwWVWC9gf6VVW4mdiEjKgkljnIPtkenp1GKQhvlMA4VQETorcAnvz6VGVyWdpNxBKqvQj60k77skYJQciTJH4Z4wfWkZJBhpAAqnh2TaPp/tDt+vamCFZG2KTICO/GSSO3+euaRf9YoEgC7svtzkHHGPalDxYO11YO/ID5PT7ufX+mKDIDIx3ESDhiBgr7kfwk/3eO/HFMaTM+4hHmMqF8Jy2OA2T1Hoe2BnpWdKoIBO4bvuHsfqP6VpXDxMzMCwAG5HY5RfXPoO+Kojy9+VwGZgGD8N3/zxQaxdim5ZHK8kqckDvj0x+lV2l67lyoOTz0z/wDq5/CtcDcuD+6OSV4A6cZ49BSG1jJBkUk9t7Dj8B/npQUmYkl2TnYpYeoGKRrhmXGcA9MDn8q3UhgXEjKOOSSuAPb3PrST2EbOpRcjBO5ep/w+lA+ZGKJmJJ5bB6g06KY5OACP4sip2s+DgEAA8Hgj/PT61CYGDDghe+f4vwoKTTLNvPIOF+6hwOMZqyW8zhsgnqMVTQqhGCR2HJqzGCXA2nPfccCgLFe8t/OjbbhZOqkdUYdCD619KeAdZOu+CNLv23CQxCKUOcnenyE/iVz+NfPAQvErg5QnHTr9D7V7T8HdNu9O8GO90x2XV1JNAh/hTOB+ZBI+taU3c7cKz0M+/wCVfPl9Y/2V4x13TskmK7My/wC7L+8AHsN2K+gzXkHxGsltPHVveBdqXlltJ/vSK3/xIqqi0PRpP3jOtOG+tXmG6FhVO0UtGp7nkVoIhIwcVybnWjKlUkAEgkdx1qlJgk8H8a0JBhWTowJ5rObknPpUvc2WwIM49K774Ypi71x8k7ng/wDQWrgofvKD3xXpHw2i2w6nJjG6VF/75BFa0l7xz4h+6d1S0lLXWcIUUUUAFFFFABUVx/x7S/7h/lUtRXH/AB7S/wC4f5UAS0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAnekNLQaAKGoQI8Ylf5QgJZvb0rLt3LZDfKOqj09jXQtgqQRn8K564tW0+UYJaCRuGz9z/Z9/qfxrOUbamtOVtGSqpII7kHOaqypyw4weRVtG49+n4+lQS/6vG0lhz0qLG6diq+CrhT94/KDWejfvgvUMD8pq5JIrpuUdM/jWeF/endnHQAds1LRotTQjs41IIBZf4vasKeF7W8eMjchyykn+H0z2711cPz4UjB4zjoRWXdRo5OV2hGIz7UPYS7M5fWNEh1ayWObKvFIJIpk+V0bswPb0/GuL1SB4XW11BVDNuWO4VfkkbuHH8L/AJg5B9h6ZJJFK0duZFDSAgD1wMnj6A1zGt2nnqyzqGUrsKNx5q9sn1HYiouYYjCxrbHnFjLNaStE+9FU7XUt8yEeh9K24NYeIKHBK9AcYI9/cd6xGb7Bqq21y5Lt+4dmODIv/LN8++CD9a6vTLKIIftSJ8nCxqTwf970qj5vE0vZysT22pRTZV1BYKMr6+oDevQn6VbbD42om7cCCvAGep/nUV3Y2Toqr+7AXYm0HaT68c59PqayZJLnTXBjUS2rIBtYY25H6E+o6daDkTuX5UwWVQpLEqCeCx/p3qERyxr+5I2scIRwcZ6D+tW4riK9ibaDhV2yRyE7uPQnjjI5HPrULwMrs4CPncQQQc+jYHTPegZReaYEsm4HJXzAcHPcfU1AssjLjJbB3E7OCO/GeD69ce9ahOWYyEFl5+VVUAcZJ96jlgSV85G7GQWbIPtx7enWgpGQZmVz8zu4Y9+eQO/fjFMik2ylpIwu3kMwztH5/jjtWk9ijYTKFsnhOMH/ADjioGs1YsFIckld8gOGwc/MByAMUFporpdq/wAiqDkj5n4Env7D3qF7wkhkRWPddvKL2Lc9anNsrMpYl2JJzuzuHToegHpUDQYyTGZQc/MMgse/4fWmUmioLrLLv3bNxyezDuvsM5oNxgM4OSR83y4/D6VZlXB+SIoegOM5yO3pVf7HI5U8E5IG0D5R/nvQVdCrMAW+QEnoWOM4HGfbt9PWnb1Y4JMgzgjpn6/59KY2lyugwVy4wMj73Pt2qZNIGVdkYoGz8zfeHY+/egHJD43Lqr7uBjgDgZ6KfX1J4qwAcMpBXaRkk9asfZnULufOONiDOB3GD7c+tPEe9MomM8DcOQf8aDLm1KMkaBTyoyRw3Ufj3qN7NTwTtPTB5561M2Wlj2lMRjAx0cnqeOw9am38OSMf35CAfz7/AI9aCk2ZD2r44BIPIwP84FRmO4ChtjOo7D+GtiWYKCXIIY4IOMk++P69KqGaOaVYArRo7BXCt90ev5UGkWzQ0+yGp6vo2jJIscmoyAEsu4KgBZx26hcfjX0lb20VrbR28ESxxRqqRovAVQMAD6CvBfhjB/aPxauJLi3IFjZu0XHCtuVQR9QTX0COlbU1oerh42hcXH5V558WLMHSdM1M9LK8XOP+mnyf+zV6H2rmfH9kL3wRqYKbzBH9pCjuYzvA/wDHaqS0OiLtI8009vlZDkEHKg+laiLxkmsaxlyqPnqgPvz2raX5lGO4rj2udyd0Z+ooI33gcMKyXU4OPUVv3Mfmx4HasSQAMQeO4xUs1i9Bka5zj7wNem/DUE+H7iRsZe9m/INxXmsXQ8ZJXrXpvw2Qr4WJIIzdTEe43VrS+IwxD907IUUUV1HEFFFFABRRRQAVFcf8e0v+4f5VLUVx/wAe0v8AuH+VAEtFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAAelV7iBbiBo3AwR+RqxTcUDRzsZZQY3PzLlT9R0NPwVXGMk9/Wnamnl3/AAcB13Y7ZFU45ZViw2SvcjqPpWLVjqg7ohkRUfAGEPSonRWUqF59R2qyymVGDfKcFh6dOo9KhUkKBjJ6H3qWaofZyZACnlT3NVb99s8meFPb61VvW+xalEu4kFPnA7e9WLvbNa+YvJAzk0mHmcP4iv5LGS0vozh7K6E4x/cIKuP++WY/hXTm0ttSSG/gkDxSpuhccjBJ5/Lj8K4nxfKIoHd3CIEKFmI/zjGRVj4Z6nfQ6JbaXqUfkW8pcaXJIMb+SShHfk5Hc54qErg6kY6NkPizwtDfzwts2ywPuhkQZ4BG7Psax7/VhbXpWQiPAykRXIAHceozXoWpac81ySHcqPk+zkfJsHc9/TnqOnQtXNa5pVlKba1mSSS4f54IrePdIgH8QI+6OPYUXd7HNjMAqsOZMyI9VRlD8oxxtw2D7gdeTx+VRnUIZnYrdLneWwRwvrx6is660fULC5MLwLJuXCPv4YdxxwD/ALNNSwaNQd6BgMDGMZz6f5xVHzdSj7OXK0a8BDTRtbkFm+bcoxgdj/vdfzrWUrNGHIB3clQvH1A/pXOLbT7cGTbF91Rwd3u3etOyvpoiB5T5A2lsck9yQe2efYUWOeUUWJbdnXP91urDI39uOwx9f0qpgo6A427t2FTLA+5z17VpS3FnIqtE4ZgdrAkjafXnt1qv5cRJJxnOTtQtuHoeMf8A1+aLgmiqzZVg3BxyB0AP/wCqkMKt0dSWA+UHsOc+/wDnrSTx+WCpQsBkj+IL6H61D52CEcZy2GC5AB79O/tQVYsJBE27Z5rZbeSxB9vbHTrzQ9pEhCjJHQYbP04qsLiViwJVYwTjaMH9evv/AI07zByUG5c9Dj+fU/zosGw/7IpZ2Ea8cYB6nHf3z37VItnFnCp23O2MAj1H0qI3rRuFAJcDKjqcdzn3pwlRvlUyyZ+ZdzdMdSQfwwfrRYNR3lqGVgFZiOu3jaR6Z7jv603zYIEwRIoJwW25OPXPpz+FN86IEtlAGBxn7p7Hp0yfzpJL4KTtUqQv8SAEH2zwTQLlbFaaMoAgYYYgZGAT/X1/zioZJZAoz++iOAj9D37f1qrcXab95KtIR1KjP446fh346VXa8QMfLVs4Hz9wfrTsWoMtSmQt8yhA2QNoyeOoH+eevtUauyiNlUDGdpHT8fWqhnZmZuQ3HKj9R/8AXppulTO5kjB6ZOBj/wDXmg1VNiTIzMThmUdSOTVYSyZEjHcASfQgjpmpk1a3hZnN6obuRk5FC6lYzlQ5hkODl1BRj+eKTLUWj0X4QXayeNr6InMsmnqxPsGA/rXuVfPHw21Cy0bxxayXEnli5gktFeQgDcSrLk/RSPxr6HFbwd0elh3eAtQzxJPC8UihkcbWB7g9RU1Ias3PAtNgktfMs5jme0leJx7g5/kRXQQsCnXGTkfSodfs1sPGuqqOGnYXP/fQx/7LUlsA0a5HOfyFccl7x3Qd4kfmHblhhlJ+X+7WRdgRy5X5gRkN6+9a1z91sqCSNuSOGXtisq6yyBj94cMD696g2Wwy3PBOMcGvV/AibPCVn/tZb868stwDFmvWfBYx4N0g+tshPucVrS3ObEbI6Ciiiuk5AooopgFFFFABUVx/x7S/7h/lUtRXH/HtL/uH+VAEtFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACUUUUAY2txnEc4GR9xvbnj9aprtbJDYOe3atq/Ma2M7SglQueP0xXN2N1BeWcMttKs8E670YA4x9fWsp3ub0pdCe4BiglZgMAc49+MCq0DFkUuAM9B6DtS+ZGoMbPgvnKnnHoRVT7SfPa3iV2YDKtj+dQ7nQrEUyeY0kbsrOxySfQ+lQidLNhC1xDJE3TfJg/TGP1pbjm3WWXEexeTJ8mffnt9axYNX05NQXSRfwTXZVp47a3ZTJIvoX6Z64AJJ7jAFJxZNSoqcGzA8e3E+haMmp2lpG08swjDzJvFumCQwHQkkA5IP0rl/D2tz6p4fv/7SuHnkkuyWdsLt+VQGBH3OnavS7oWmq289vcFZ7S5GF/ukEcY9Mdq8wu9Hfw1DdWUqF4ZZd0M5HyuuAACf4SMY5x7ULQ8KWK9pfudrpXjc2Cw2+tMJbWU7I9RA6+0v91vfofQV2Wh2thaRXdyZmla4k3tdMwYiPA28jG1QO3fqeteJWt2UJ8yPO5fmDZKn6g+vpVe6t9SsIzc6Dezx2/O6zViyxk9dvYimrHZQx/uqMzvfiFrGnQae3kModH3Iy/LvOcHHrxXMxnzoRcod8RXKjGSB3H/164Z3uL+YPdTPMwJOZD0J64B6VueHrqWylMO7KA/IGbhfehnLjpRqPmidDJExGHQABcEkHH14PIP9KMxx5DSJjqfmPGR0I69P8KhuZpVBC7kUnaArcDvjPv8A0qurFHX7gYuctnBz1zgcjn0pHmcmmptQqshR5MbwdpLH/V57e+cVeBdQNhVhvwMHC49z69sVl2rlMDJXbkcnBUn19SfUZNaCqGdXJfGCfujcD2x6ccVLMWSToxiKBMNtyU6hlz29O/NZd4UhaUEbgwwSqkBcn1z1x39a2o9pUgeYHJCrwdxP17HpWXrO2FzsYLzgnPAP4ev55xQioNlASK7KuWLLjbg5GPX6jrTHkTb8yMMjjnccemBjr1A9AaptLvZld8K2Cd6ZLD8f1FSb0Ckq7MefmY7uffNUb2LAuHVAR8m88jGd3+AFMMpIOWLsv3uOo9B9PSq7yKoIGPN2nCqvfsx9fbvSSzhA0bBsqAD8238AB/OgOUfJMyscEM/fPQfX04qi9zGV4cSAA5OThRU0pifbvkJX0Jz9B70qi1Gz9wdyjrjgfn1NItaGbJqKopVGZ89gOtRG51GcFYbUlP8AdIrWe/hgJ8uKFSe+3k1TfWjuKAsf92max9Ct/Z+rXS5kbbnkgnGBSHQZSR5tyuPc5q/Gt/cqNsDBM9XbGDVyKyEbbnnXdnkKCR+Of6UClUtsZEelxQvkbX/CraW8bJIhjTkcYFW5SGJ+bKj/AGcCoioXhww/rQJTbKCtJAGhc/K+HDdSCOnPrnB/CvpX4ceIpPEvgyzu7iRXu48wzle7KcZPuQAfxr5y1GLdZzyL8rw4fjuOlek/BPU1tdautHMuRPapclPSTPP/AI7irgdeHk07HuYzig80gOc0GtjtseaeO7YReKba453XNvtH0jPP/odZ9uBw2eqkY9q6D4jQDOlXfIKSPED/AL+P/ia56FSYeMA8Y9cd65aitI7KL9wbcjCqNuUYENn+L/Csa4ZQUUnJKgCt+YBVLOhCE5PfPHeuZmPmyswbcOqH0HoazOiOxPCuyFvWvW/BilfBmjg9fskf8q8m3fui2D905r17wuhj8M6WpxxaoP0Fa0dzlxOyNilpKWuk5QooooAKKKKACorj/j2l/wBw/wAqlqK4/wCPaX/cP8qAJaKKKACiiigAooooAKKKKACiiigAooooAKKKKACiikoA5jx5ctaeBtZnVwjrauEbdjBI6j39K+ctM1680bSLEWGsX9gtxAPMESCaOR1JyBkHDDPIHqK9f+POqiy8A/Yw22S+nWNceikMf0rxa3eS3jitIZTEFwcByoyB97/63fPtV043JTsa6+NdWe12v4nui/yndFaKOGOAACDxz+dVp9dvpiQmp6vchyyyNG6JnGM5O35eoqCS4v8AaXa4mjZ0HAuDx6kNjp6elUBcXgwreawYchZt2AOg5wB1JznvVOKRakx9x9uuAwmh1SUsPnku7hiquDkqcYBHUYqkZJIo1dJ7W2COCpt2DyBx0bI5A5wD045zTZYklRnIk3NhGkY8HHAGOuO/vTRCpb93sZgThh8oHA6f4/h2pcqJbb3O60bx5DdypZ6k0cEnIFwV2RXHoWH/ACzc+v3RyMdK6VpoZ4nt5o1mjdf3kL8hlxwR6j/aFeLXUSk4yCpA7ZJPc47fSm2+ranp0SRW13KIFYsIix2n8PWsJ0r6o4qmFUneGh6Jf+F9waTTbnbECD9lnODHn/a9D6Hn1rBk+26VMqTxTQZb5S4IJx6HofbjmqVl4/1G34uIYpyvTHyY+vrW7Z+P9NvIzDqNv5asPnVl3I5/pWThIy9hUi/eVzFuJrW8cs0DJJ3dMc/hTbcQqw8uRgxbpxk/mK6F9I8OamRcafqCWm9jtGQV/AHGKrS+D9Qhy0Wy5TGd0D53DpznH5UtSG0lZlcXLHnzGfscYIHvU1qUcjG9vMOBI6cgeufr+VVk0q5VgGEiEHblyw/QDpWlaQwxMJAQzAFt3IyO4GOtIwk0tLmrbq5EZQkHoAU5YDr1zjr+Oa0EjYf6wg7hyqA5buCR1FZKXvBjBwpXBDHJPoTnsOwqtdaysCsd8hdxgsQPmx689PQdqLXMFBylodHNdpCrKTuBTIO/AHrjuTXM6rqQnlYFVYZOFBwOv6msG48QTzuQCVXPA74qlNfFixUbS/p3ppHRCg10NmOUeYWfLfxcZ49OvNDXSFmUbFGcZ9vT6VjR3p8oY69Gz1pr3Yzx1oNvZs15LlgcBsY4BGMfUnrj3qrJcouSTnb0B6ms555JPlz1+X5aIrea4bO1jmmHKluWmv8AaSI1XkZJIyfwqu9xcTMoYsR25xV6DSW6Ov51qW+nLEoJd1VeSVHT8aCXOKMW20ue4OXbao9a6G0sLe0+VIf3hwNxGSR6Vat4liHEScYI54yf1z3qQtEGCmRt443qe3fH6UjKVVsR1cAYG052ZB6n0wev1qrLOzI+2JAPuYYHvwSPyqeeVNsjKVVgNu0ckA8c57Cs2a6VmYJs2j5Rhs/l7ZoJgr7jZ2k3yEgjHyke1MBOflIz7c8fjTTlTtVfn6tzkUgPzoHK5bgYoNyxMBLJ8vMc8Jjb8Of6V2PwhsY774iz3hJX+zrBRGF6SbxtOa4wt5SIwGRHKrY9j8uP/Hq7L4W3RsPiHBAvC3UM8D+/llmX9MVUXqdNDSR9AjpRQKWtzvOQ+IUJm8PwsoJMV3G/HoAf8a5eBf8ARwTwcjB9q7XxvHv8JXzA4KKHz9DXIwxARqoORnP4CuerudNDYqX7mC1d/bGD61za/UAVu6y7M6Qr97bvY9qxCBnaOoXn61idcdh/z7HAOcqce9ey+GyD4b005z/o6fyrxxl2xg99vFeveEju8I6Sf+nVP5VrR3OXE7I2qWiiuk5QooooAKKKKACorj/j2l/3D/KpaiuP+PaX/cP8qAJaKKKACiiigAooooAKKKKACiiigAooooAKKKKAE7Uh4GKXtVLU7pbLTbm5kPyxRlyfQUhPY+cvjP4jXxB43tdFtZC1rYHY+GypkPJI9wDj8Kwxb+ZOw8vcgzsBGGXA5474rKtLefWte1zXIQhtrRpLucseqsxCgD1Jq6s0guFDxElscj7jDsx/Wt6C0JGLZgqBDBLIwyxYbvmXuRngn1H4VHKoiglWRWZQQzHZwR6n0xjoKtvK4RneBmCsCzBsEnrnHqetNaQbCVSQALlRgZyevf6Z/CrlYZn3bxs6ht+5hufKEEDsQP059arpsLII2K4+RQ479cYPUc1de5dlK+QRlslnboccj3B5we/oKoSTxZ4VgONwJ/Q1LC5DNuZY2BViV4bGN/8AtY96rEA8jOT1zVmRlOMxneQct15qqQM/ebp3FQVfQieMNnaASTnmoimBhulWQBkZY+nTFNdR+tImxV246Ej6Vch1XUrUL5F9crt6DeSB+FQ4PpSYXOehqeVBZdUdLZfEDW7c4naK+TH3ZY+nvxg1uW3jnRLzaL+xa3O3Hmx9PwVeRXnpRTTSuPSpdNGM8NSnuj09L7wxfEtDrjQE9fMABz2+8KF8L2d8ryQa1DcbiT8xBHuRj3ry4gHk9fWpAzJA7AsrKygEGodLsZfVIr4T0b/hX/lyZl1MBT/diKn8M1HN4FSM/utQb2Z4+B7E1xVrrur2S7bXUJkX0VuKvw+NtfhGGvBMByBMu7FT7ORMsPV6M6NPAxbJF+CfZDU8fgq3Vd0l2f8AvnpWFH8QtYMivPFaTewTafzq5/wsZiwMmkqD3xLwfwxS5GZyw9f1NyPw1ZQ8AzNt5G1Rn+XX0qwul2SsgCyCQAkjIyAfYd6xF+ItgxHmWE4x3Dc+xqQ+P9HfINldBT2UDH86XKzB4ev2N+O0t40BAeQbivzYLfQ+lPMdukfFqC4HyqX+XHYk9PXrWFH410KclXku4M9XIGfp1qf+3tBlLOuqIOQwV1JPHT8OelFmZvD1eqNN5UGQIIysYIIDgnOO2OfbFVVushS1tAN2AHGPzC1SXUdKkPGoW5PGAwNSC508n57m0OeuG/SizEqUuw+a4c79yQAHodgO73x7DjFUSiT/AHrGA8Y4JU+x4PNTz3Fi0Y2XFsSepD8mqxEZ3bZ4iSByXHFFmaRpyXQjit4HTcbSSNhwy72+Yjr3zUT20Ow5tHQjlME5z9TVoiFxuaaJXbg4kAB96iZFVjIjqTjjYw5H50WZfLLsIY1kjfY0iq3JDDupBzn8MfjWh4S1VdH8eaZezNthe4y27+ASgA/lmqJD/ZLxwhdQhYKDyO2P1rInIuEhAz++t9gI4KuvemlqbU7pq59jgggEHOaXvXJfDzxO/inwjbXky4u4ibe4AXapkXGSvJ45FdWTxxW56SZh+NOfB+p4/wCeP9RXIQQlcSEkbVxj6iul8aXhTSUsV2F72QRsCeQnVmH04/OuallbG0Y5PX2Fc9V6nVRWhiXu7z5ZJOh4FY55kYcnmt69AKbevesKQ4kOR17isTrjsWgQ0JB6KK9Z8JRtF4U0xXzu+zoSD2yOleR+W8lk6Rkb5MIv1r3G2hS3t4oYwQqKFUe1bUVqcmJexYopKWug5QooooAKKKKACorj/j2l/wBw/wAqlqK4/wCPaX/cP8qAJaTNfANFAH38DmkJCjJ4A6k18BUUAffpbHb8aN+Oor4CooA+/S4AJ7e1G8ce9fAVFAH37vH40bxnHfvXwFRQB9+b/QE56Yp27nFfANFAH37uHHv70FxjOD+VfAVFAH37uHpx71m6zo1trumyafdvKIZRhvLkKkj8K+FKKAPqL4geFtD8H/DK7j0qwjt0+02wkcfM7jzVJ3MecexOK8lNqsmTDuKH5nTd1H90emeOnoK83orSFTlVrCseiNaKxMZMysVGWUZHqM+v1PWq8tuqlVaRuEyA7qCoPt17VwddUgX+yrUG2YuEUDr3Gd3v3q4zuBdaARxj96ZGCNjcVOeevv7Gs+dGKhiSxAHRs5+uO9Oe1gDIAx+Y/MzE5Ax1qrMiI5EUjSDdjJHH50nIVg5GOJPlyMg5zTN0isAHJ9Mr0ppWRlB2Kwz/AAtmkyy/8szg9h1qRkjSSMOXDY65A4pm/J/h65ppkyPmQe2OtNDHd92kwH+Z8v8AqyajYR9WGG9KdvQHvSmQFRwuP1oAh2L2zTWjycg1ONpH+NMKntQBDsPrT1Xdazc5YOvFOQc806NQYyZS5Rn4AbHIH09KQEJBxyMHOOlNUHbuzxipW+dgI0fOc8v/APWpxGTjcGdCcKfu/wD1zSAgIJxwMD2pMAHOM/UVMVPfOOvPXNN2e1PRB8xmAeRkfjSjPOPzp+OMU1uBg8n0FGgfMaFDdRnFKFCg52j3PNJ+8bowUelL5Q68k0aBZdwLxqTn5vwFM3rxiMfjUoiTHSnqiH+EH60WYtOxW2nH3BThCH5xgVbA2/dQUjyk9QM+1FkBX+yYwSwp7KikBAQex3GnM5ao++aLICZLy8t2LQ3MqZ7biQfwNejfCrw4njbW72y1aXfaWkIm2IArF24UhhyMcHivMmcY5r6W+BnhGfQfDc+q31r5V3qTB48nLeRgbc/U5P4ipaQcp1ng7wLY+CTqC6ddXUkF5Ir+TM2Vi254X655J9K6osoBYsMeueBTicHoee9cL4z1V7m7Xw5aSMryoJrx1ONsOf8AVj1L9COODmk9EXCPM7IoXGonX9Uk1DDLbRKYrUSLgkZ5fHUbiMYP92ob3bBEOpLEAZ7VKgWOMIqbUH3FHQf57fjVbVzmKPHrmuWWrO+EeVGdcvt5JABGMVkuMSBScjrVydyWG4dKoysWLMFI7AVJqtiyJltLU3W0sIjv2jvivc05UfSvDhEJ7GSL+9GR+Ney6RcfbNIs7nOTJCrfmK3pHHiehepaSlrY5gooooAKKKKACorj/j2l/wBw/wAqlqK4/wCPaX/cP8qAPgWiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACu/u5pI0tFWB3/ANCtDkuR/wAsI+npXAV1toJRpttGz8kDYdp6bQcHnnrVQ3ExzXyhWaS0dCTsYElqpvfWi/KRsHXbsICfhVlUJ34ldgc/fH6D0xUV20It/nfDZwoHVh3z7VoBEslk4UYC4bAJlIUe5wc805Tb7v8AWxDJPIOR+tUhp8mT5Xme/wAnyn6Uj2UwA3SQj0DcZpAW5BFuXbdIxzx6VCRGCckEdx61QlQJjbOH9SvT8KjDkfxtUtgaTBPSomVSetUxM396nCY49aVwLTJkDBpm0g9aiEpNO8zIouAu4g80K37pcHem/ABzwSKbvpScqO3zUAPA3sCTweoXp+NO3KBhSOPSos7VGOlNMmOB3oAlLd+1MM22ovnY4wefSphahAPPlCE/wryaAISXlPHFSLbyd3FW47AFUeKVCpPUnBqRobdAAx3EdTjOadgKqQHPLL/31ipBboBk7vwOanUWpYKYXkxz12ihpEUlltIlPYbyadhXGLGo6Jn3NISOyintKcYIjwOgFRFvk+5RZBcYzt0BApnJ6nNTeYoH+qFN8xT/AA4pDGBc00qQc+lS71PSonGc0hjPLWR4oScbpFUn619waHAtt4f02BfuxWsSD6BAK+J7dC17ajHyfaI+nua+4LJdtjbr6RKP0FJgSvgZYnGB19BXlFlI+o6rq2qSqEe4vGTg8FY/3aMPqqg/jXp+oyeVp11J/chdvyU15To8udEtJW4M0Ky/99DP9axqPodOGjds0skyBiQSD27VHf4NueOjY3UyKRGbBPWkvmU24XturI63EyLmMrHkHAqiV+TpVy6kzMB2C7aqswJyPSpa1BFmM7Iyf9g16l4Jl8/wVo0pPLWcZP5V5USDAAemMV6r4MkD+F7JBjEK+VgdtvFa0zmxGyOgFFAorc5AooooAKKKKACorj/j2l/3D/KpaiuP+PaX/cP8qAPgWiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACuqtXuYrKAkCWNo0VDGRkcdD2z7Vytb1m7i1QBmA2jofargBYkuLgynYk20gBgqkluOh9aas80aOVGwnjatsD/Sku55gk2JXHyDox9KqiebyU/ev93+8askSQajOchpSGJ4J2mmLpzhmNxIAAMnnJqxNI/kr87fnUbsxt4vmP51IEkrRmNoooTJt7kYA/CqwgOfmtv8Ax0+lW2ZhJwx/OlaR8ffb8/agDPNpJ2VfwqJ4ZU6qcfSrm5tx+Y/nSuzbB8x/OkwKBPsRSbsGp5+1Vj1qRkger+kQ2l1rdnaahcPBZzTKks0QBMYY43fN9ec9s1mVIP8AVD/cagDa8VaKvhzxVqGiiYzRWjgJK2MupUMDxxyCKxgyddprV8Vu8niKdndmbyouWOT/AKtax/4RQBL5r5wnH4VLbwOzbjyfXvVZavQM3ln5j09apAS3TthUXeWB5JbNQlPVR+dVGZufmP50KzeWOT09aYi4iKxOeB6ZqTykwCSeOBg1SQn1NSozc/MenrQBMUVVGGPtSFSABu4quGb+8fzpGZv7x/OgCchgeq/lSEsc8BveoiT60iM208n86QyYoxJ4wBSFAFyaTc2D8x/Oo2Y46n86QF3TT/xNdNVvum6hyf8AgQr7hGNox07Yr4UhZhcWvzH/AFy9/evqO11K/wDscH+m3P8Aq1/5at6fWkwO412b7Pod7KO0RH58f1rytka2s7aBB8qRBAP7uBWlrWo3x0S6ze3B+T/nq3qPeuPu726/ef6TN/q/+ehrCodmF6midSit7iOMuN5xk1rzFmjaNlyBn5vQ15HqVzPvz58mfl/jPrXa3N7d7l/0qb73/PQ1j1OxsnmkLOSTznNQLJ+8AJ+U5rEkurje37+Xr/fNQSXVx5Y/fy9f75ppE3OuhBZVDcgN+lel+AZA+gygdrqX/wBCrxaG6uPKT/SJf++zXYeCb+8GmTgXc4H2hukh9a1huc1fY9lorzz+0r7/AJ/bn/v63+NH9pX3/P7c/wDf1v8AGtjjPQ6K88/tK+/5/bn/AL+t/jR/aV9/z+3P/f1v8aAPQ6K88/tK+/5/bn/v63+NH9pX3/P7c/8Af1v8aAPQ6iuP+PaX/cP8q4H+0r7/AJ/bn/v63+NMl1K+8mT/AE24+4f+Wren1oA//9k=", "path": "003420.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003421
Men Tshirts
{ "bytes": 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ALRSUUALRSUUALRSUUDOG11Hj12dJCh8wiRcdduMc/lUSTlPlNanirTdp/tOMnd8qSD27GuVa4LOOelcNaNpHo0JXgjq7G5UIQxwPesRZRcX81zj77fL/ALo6Vi3WrPzaxnBc4Y+1X4JhFCCfoKwZ1QRsFlJGD096WSEyAhgPwFQWiNIQzZrQYhelTcfKrmMdKa4vFUqAnqe1eixII4UReAqhR+Arlom+cHvXURsHjVh3ANduGle55+MjZofRSUV1HELRSUUALRSUUALRSUUALRSUUALU9n/x9xf71V6ntP8Aj8h/3qGM5VelOHWkAxTl61mWPpy9Kb3ra0S1RnaWeIMOke4d+/FAEdhpM10yvIpjh65PVvpXRxQQ267I41VfYVIOmRSbh3oAM0bgaKrNdKNRWzI+ZoTMD7Bgp/mKALBRTzQFx0prSpGhZ2CqOrE4Ap2RTAWim/lTgaQBRmjcKMigBKQordRS96WmBCYQvK04LjvT6r319a6bYT3t5OkFrAhkllc8Ko70gJnkSKNpJHVEUZZmOAB6kmo7K/tdRh8+zuEnhyVEkZyrEdcHofqK8X1PU9Y+Ml1d6foM4svDVlgySXAaMXsv8KMRyBkdOw5IJwK9d0OO4t9KtreaytbNIYkjjhtpjIqgDHBwOPSgDUpRSUUALSUUUAFQXFpHcj5hhuzDrU9FAGFcWctuckbk/vCq9dKRkYPINULnTVfLQna393sf8KAMmilZWRirAhh1BpKAEOaSnUmKAJrP/j9g/wB8Ujfeb6mnWn/H7B/vimt95vqaqJMhKKKKokKKKKACiiigAooooAKKKKAKeqWX9o6ZPahtrOvysex7VwQ8M6xCxV7ZjzwVIIr0mnrEW68ConCMtzWnUlDY8k1Pw7e6aiXl1GEVnCDLA889vwqTT7aW4lWRwQg+6D/OvZILS2KgyokhByN65x9Kmn02xvQBNbxMem7GD+YrCdC+x1U8U4q0kedwxCNBgZp5jLHgV2zeGdPP3RIv0fNIPDFkOrTH23f/AFqweHmbLFwOMRGzWxp10Nggc4I+7n+Vb3/CNWIGAJP++qB4asw2SZT/AMCrSlTnB3M6tanUjZlKithNLto1C7WOP7zk1HNpsZGYn2n0PIrsTOCxl0U+WJ4W2yLg/wA6ZTJCiiigAooooAKKKKACp7P/AI/Yf96oKns/+P2H/eoGcuKeo75poqQdKzLJ7S2e7uVhjwCe56AetdHPGbeCPbnEYC/hTNF082sXnSf62QdP7q+laNxEJIWU0ANtbgShkPDLj8eKmdcismB2jGc8jGT9K1IpRKvHUdRQBFO0kURaKJpXyAqA4yfr2HvXlvw58UXXiTxXql7fSk3E0b+VbqpCwQRuEUc9Ms0h9SV56CvRfFGpJo/hTVtRYnFtaSyDHc7Tj9cV8y+DPEM/hjxVoGu3UksWn3yvb3UpX5ZE3/P27OQ3FAHuHjrx1YaDp17YwBb3WHgKx2MeWPz4UFsDj72QOp/Wui8OzXX/AAjOk/bd/wBq+xw+dvXa2/YM5B6HNeR68Idd+P8AaabsTbFcWwYquDIkcRmYkjqM7cE17aQDkk896AHhwe9Lu96i4FKOvtTAmHNOxTFp6sHXKnPJH4jrQAd6cDxTD16UAkUAPNcz491zTNA8I311qXkNuhdbeGYA+bLtO0AHr/Srep+K9J0m2uri6nlEVq5SVooHlCsACQSoIGMjOcYrjdc1TwZ8Qr3TdIn0y9vzcK0kF55DwJDEBl5FkbGQMDoCCSKQHI/C3wtrHinStKm1ueIeGNOkLW2nooH2iXrvkA6gEj73XsMHJ9W1zxP4a8A2NpHqEq2cE8hWCGGMnH94hR0UZ5+teT3nh3X/AIM3LavpeoT3+hXDBLlfKyY1/hZhkjI7NgDtxkVN4cQfGDxfPrOt2PnaVZr5FpaqxWOEE5zIQQWc+g+pwAMgHt+nalY6raJeafdwXVu/3ZYXDqfxH8qt1wngDQ00HWfFttAES1OpI0McY+VFMSnH1+bB+ld1QAtFFFAAKKaXG4A0bsNtNADqXikooAjmt451IkUE9j3FYl1btayhGIIYZU+tdAKo6kquiAjPJpSdlccVd2MeihwYz8xyp7+lFCaewOLTsyaz/wCP2H/fFNb7zfU060/4/YP98UxvvN9TVxIkFFJRVE3FopPxo/GgLi0Un40UBcWikp6LvPJ4oAbThGzdqnWMDoKlRM0rlcpCkP51YSPFSKntUgAFIoRVxUoFAFOAoAASKdub1oApegoAAzetHzHvUS3UDttSeJm9FcE/zqWkAmD60YpaWmAyWFJo9jjI/lWRc2j2x55TswrcFIyhgQQCD2NCdhNXOcoq9eWBjBki5TuvpVCqJegtFJRQK4tFJn3ooC4tT2f/AB+w/wC9Vep7L/j9h/3qGCObUc5rT0iz+03PmOMxRnJ9z2FZ8SM7qiKSzHAA7111nbLa26RLjj7x9T3NZmhcQcU4jIIpFp1AGU6ANIncnIpVcxuGBp16CkyOP7wz/KmOKAPMvjdr8jafpHhuNzDDqc4N1NnAVFYAKfYsc5/2a2ZfhTY3PwutvCs8qSXdqjSQ3u0fu52JZsf7BJxjuPcCnfEqzFz4OknMKzGzuIrgxsMq6bgrqR6FWbP51peC3urKO+02W7a8sobmUWLu+9kgVtoiY98DaQechx6UAeP/AAU0q7i8f6jeagG36fYS73ZtxVt3l++eFYfhXpGmeL9P0TwtZyz6le65qeoK0lrDFbES3GWPzLGFBCls/M3OMewqjqukt4DuNT1qymkMGqfabZ4F+6m5JJomXvuD7kx33DGKz9PTW/Ctxo99eaVcW+lWegJZC7hj857eZwHkleMchQwKnjsDyKAO38PeKZ9Ru20vV9JutO1eNTLJGF8yFY+oPmgkdMAg85zxUHifxNPoHijQLVpLFLO/8wP9olMTDAByGPHoBnufxrm9F1eW78fabZ6Nq934g0W6iae7jlkUi0OflkeRAN3IwEfn26Vqa14dtPEPxb0yNtPtlh0u0a5uftMIdbsSkqFVeh2kHJPQ9jQAyx8Y6truteJdN0eWynS2nhjsr3IeFN2NwYKctwGOemRt9KyfCx8ayXmsxnXo5Lmx1h4XtBbKIZfMG5nZz8yqM5AH90DnNdB4S02LSviL4zsbSySGyItJ08uNVRGaM5UAdu+PrWl4WsPJ8QeK787lN1qWzy8kABEA3EepznPpigDktS+KV3b+H/EOmy2M9t4gsWe1tzF86SPjllbHVRliCOQMjvjpJPFEl/8ACq8150ktM6Y8qShlO5tpGV57nscHmsrR9JI+J/iS11OzSR7yIX9tMgbYAVaE8noSrEY9QfauabQrxfh9omj6ol3JZJqJSbyYXdLS3jcs3mBeSWyQGxgD060AO+HmryXfh/xB4ZFqbqKaIzwzO7RtcNcADHIztDBsv6Co9D8Dt4p+FUt4kk1/rcY+z2UskjRx+TCwCxoM4KMoPUdW56V3t3plpf8AiG11TTJZoNRS1+xywRQhkFsSTtc8CNwDxk8H+E11FjpdtpKyiwgEUcmG8leF3gYz7EgDPrjPWgChpmsaR4u8OTyqu60dXt7u3mjIaJsYeN1I6jpj6VR+HPhg+EvBltprqRMzyTybgA2WbgHHcKFB+lbukaXFpFk0MZDSSSyXEzgY3yuxZm/M/kBV2RS8bKGKEjG4dqAMHQ7W9svEOvpdTxTR3EkN3EUjClNyFCpPfHljBPauirlNXhktbFdV0+SRbqKYmWbJJaEHDBgeCMAYz0PI611aqQoBYsRxk96AFpD0pagvJfJt2YdTwKAInlySPTpTi+6MHuKz1uMsN4wfWp0fqO1MC4suRipA+apBualRiBSAtA1mXcwkmODwvApL7URADEh/eHqf7o/xrNFyp6VhVmtjelDqyd+W4qsytG2U5Xuv+FSebkZzSbhmslJp6G7ipKzJrIhruAg5G8UxvvN9TS2i4v4Cpx84yPWkbO5vqa7KUuZXOGrDldhKKOaOa1Mgooo5oAKKOaTJoAO4GetWYBj5vyFV0yWJ/CraDioZpFWRIOanUcVGi1MBjigY4CnjikAp4HFAAKcKz59a0u1ujaz6jaxXAxmJ5VVuRnoT6VLFqdhKAY721cHGNsynP60rj5X2LgrjvFt4zy3tv5X2hbS0ikS3L4jmlmkaNfM7FV25weOTkHik1nxHc3F5LYaZOttBC3lT323e7Sd4oV6Fh3Y8Lnuc4xfDqxXGm61cW5uLiMX7Q3EbziaaVPKjO4Pk5kU5YDPbHWueVbmbhDdfcPlsrspPpOubVeSPSJmGMxLuQR47ruDJn/gAH0rZ8P8AiS5tLr7HdfaHUZDwSLuljH94DJJ+gJXA+XBGyqeVaNZb7Url4nP7m8tp2jglH/AfuMO6tzmkj0xp9Y0yWw1mWeSC6R/LkdZ8xhgXG/qBgZ5OMgV42Gx+Jp1/Y4jW/k/zOqdOm4c0TU1LxzPaai9un9lKyNhoJrlvMXjOGIGFb2G7HrXQaR4ms9Vbyv8AUz9kY5D8Zyh7/QgH2rjhZoLi+traz0uQSzSTs02W+0K7EiTIU5BzjPOCCKzGDaRdwH7HJZR+akasj74VJbClGxlME/dOOpwcEiuynmkZV3QnGz9TKVBqHOmewiiqmnXD3NjFI6hZMEOAMDcCQce2QauV6pgJisbULXyZPMQfI3p2NbVMliWaNo26GmnYTVzm6KfNE0EzRt1U/nTOaszCijmigAqxZf8AH7D/AL1V+ansf+P2H/epPYFuGi6aYh9pnXEhHyKeoHrW0FHpXIXvjy0gnaGzs57t1OCchFz+OTU1t4p1G4UMNKiRT2ac5/lWHtIrqdSoTavY6wAUVjQ65Mcefp8ig94nD/pwa0re8t7ofupAWAyVPDD6g801JPYiUJR3INQGIGbuvNRZyPrVq8AaBge4qjFnyUyegAqhGV4kkubfQbyazkWOZE+UsoYcnHIP1qno2iw6PNa21sAloqHZG6kvCwI+XdnkZLYB9epwMWtbjurpbSBS8dvLcoj+WoZ2wCwJzwF3Kue+PSr7RJcoJcfMUK9cYz1H5gflQBPe6fbagsYuYxIkbiREPQOOjfUdquiY9/xrOs3cLueV3BAwG6g9x+feqWsa9Hp42oUeYBm2Bh2Hf0qoRlN2RlVqwpR5pvQ2rO1sbFSLO0t7cHqIo1TPfsPc02XT7aa/hvxuju4UMayocEoTkoR0K5AP1HGK4OHxxeJLiSGGQZztztOPaum0TxJa6xlItyygFijY4GfUVtUwtSmryRyUMxw9eXLCWvnobVtYQ2t5e3S8yXciu5I6bUCAfkP1NSrawpPLMgKvLgvg8MQMA49cAD8KjEh708S1zneRrYRJfy3gLNNJGsWSeFQEkAfiSaEtljV1BIDOzHacHk5qUPUN1dw2du09xKI416kmmk27ITairseqxW0OFCRRIM4GFVaoyeJNKjcp9rRnHZf8a5HVNTuLppVvZjFH1jh4LFfXb/U1hSTRSMfLhwSMb5G3Mf5CvSw+A5/iZ89jM89k7U1956Hp3iyw1G6S2jEiyucAEcfnWldCdlOxwsZAHA+YkkcA+9cJ4TtBLqi3OUYwDCxnqWPAPToOTn2rvHSUtG8sp4lGETgfj3P6VzYulClV5YHoZXiqmJo+0qLqLdwobKeAtxcEpgnru4IH4ZqroQuUsRHLM0gjlkixKcugVyFG4dfl29efc1LPJB9ot/kdpXmUCQocL1OMn2z0pNNWVNR1bcP3LXCNGfcxJu/UfrXKekadUdTOIUHYt/SrtUtU/wBTGfRj/KgDM6inxu0eMcj0NMHApaALK3MYHII9sVnXuqXEZKpGYk/v9c/4VYo2AjBwQe1KSbQ4uzMXztxzuyetAlPFXpdMhc5TMZ/2en5VVfTrmMZUpIPrg1g6bOqNWLFSXBqyjgmsp5GicrIjKw6ginLdntWTiap3N20YC9gGf4x/OmMfnb6mqelzvLqVuD/z0FW2Pzt9TXThtmceK3QZozSZorpOUXNGaTNGaAFz70hYAEk9KKcIjLHJ6Kv/ANYUMa1ZNBEwhV3GCwyPpVmIZpu/FtK+MorFQPYDtUlsAcEewI9Kg1HAlVZ/7p5HtVvA496iWMb2U9CMH6UW+TYpuOXjyjH3BxQBKBTqYhyDThQB4F8VrdZPHd0y8MYYcsnLcLkH/eHUeoyK5vQEIu5JhBG8lrG0saYG0y8bAf8AZLMGH4iuq+KitH47kmTaT9nh3AHbkYPBP8m7H61zun2gvINQjjfy3ktTh+mArqSCPb07H2Ncj+Ox70If7Jzx3SOks9I1fxBYjTbWZdP0qAmGa9Vi8lyQTvWP0Xdu3HPznrkDFaLaePh1Z+dpq3E+jzYW/Rm3NEw+7Mo445wQOwHpWx4d1O1t/A2j3t9d21sj2q4MsipnHBwPw7Cte1vLPULcyWtxDcwtwTG4YfQ//Xr5XEZnjMPieZxagm9LaP59zjhRpzha+pw0viOGNm1XTtSls3kj8ySW1IYTDJGXiI2OeOXO0joSa5nU/G3ibW4bnSdLuw8DRtJMLO0jgdlUZbJRjxj0PPSvQLr4d+F7u4adtOMTMcsIJWjX/vkcD8KvWWk6T4YtiNM01978bYEMksn1Ynp9SBXfLiKhKP7uLcuxksHJP3noeW+CPEF7bWx0/Ybu2gJlWHe0csWSMmGQA49ShG09TXqVnqTXFhPei2vStuN6reGIIxHTd5eS+Dg4wOlZV3pWi3+p+bd6LqGmXM/y/alCork9m2MwyT/eHPrV3U9Cht/DU9vHJcSGFS6fMBz7gAA/jVyzTCSnB1Ie/wBNE/xHDDzvZP3epzx+MGs2E32S2sbKeMMQrPuUtzznB6lj/Ou28G/EK68S6wLG4soYcwtJvjdjnGOMEehz+Irw2yt/PuHmdflB7+39ev5mvQ/hW27xq/PAtZMZHuv9evv9K9iNSTkkenVwFKOHnVt6HuIFJ3xRQOtdR88Z+q2++ITL95OvuKx811BUOCp5B4NczNGYZnjPVTiqiZyQ3NGaTNGaokXNWLE/6dD/AL1VqsWH/H9D/vUMa3OPhsYrddwALHkk962LRtwGKrFNyFcdqnsV2v1ry1ue1LY2IhjtTpEVsMRyOQRwR9DTVOaSSTCmtTnG/wBrkN9kuXyz/LFIe5/un396sW8m5F57CuL18vKoCuykHIYdQR0NdJo109zp8E0oAlIxIB/e71dObejM6tJJXRZvywu9NI+4bkhv+/T4/Wkg8iO4uVMbiUTEl1Q/MG+Ycjr17+lW5YluIWiYld3Rl6qexHuDVSCQgLqMgVC6COcL0JDEbvwP6GtznZKlsN8pVnRvMLZVuuQD06f/AKqyNSlawuVje2SWO5Y5baBnA7nPH0710g2Phxg5GAwOcisrxDN9k03zwE3hwisy7tmeM4rWl8aRy4tL2Tk+hx2ozWMbt5VvZyNgjBzwfoD/AFrHa8SCYSwwyWs6HO6N+D7g9Rn0NXr1LdEXyXLjqX8vBb6n/Csu8a4SAvGqyEf8s2Xr+Ne7CC9nfU+JrVP33Lor9v8AM73wz4rTUgtrdsBP0R+m/wBiOzfzrqxXitj5jRJLaxtFOpB8k43qR6eor1XQdU/tTSo524lAxIPQivNxmHjBKcNmfTZXjJ1E6VXdbPujWztBJOABk+1cd4n1KXchwAEOY1YZGem73NdHqc5iszsbaW/i9B615/rUrNfOrv5bIQVTGSv1x39u1TgqalUTY82ruFJxiVJmx+9lfM7ncxJ5H196h7dBnHSoPtW+UxRRyStn5nA4HuT0qeKILwpJ/HNe/BrofEVIu+qO08BQFftkxYEHaoHp1NdmVBZSf4elcn4GtHit7yYqQHdVU4IyAPf61vzTM+XErRxtlI1UgNI3rz0HB/U187jHevI+8yiPLg46W/4ck/d3d+rAhjangdRuYEfmBkfiaXStp02CQYzKvmOfVm5J/OsyMSpEIomPkO6q8sXykAAlgvHOSDk9ga1NNjWPTLZUUKvlgqqjhQeQPwzXIemW6q6iM2ufRgatVBfDNnJ7YP60AY2MilpO/FLQAU6mgU6gAooooAyNYtn2GdFLYHzAdR71yqatEJShcE9OvWn/ABD+I0HhOA2Njsn1eRchTysAPRm9T6L+J46/Od/qF7qN5JdXNxLLcSNuZ2bkn8KhwT1NY1WlY+ptFu0fV7MBuTKoxW2x+dvqa+aPhxqGqDx7oEP2y58hr+JWQykqRnkYr6Vb7zfU1pTja5lWnzWYZozSUVqYi5ozSUUALmtC3UJpkshH3j/Ks6taWPy9IK+iH9amRUNytnboyerEE/iaswjExYcbsc1VU7tPiX0IFXYRwKk0Li4J5GGx09agi+UXkf8AdfcPxGamAyoPcVG7DzJh/EYsn3xmgBIv9Sp9RTg2KZb/ADWcZ9VFIx24oA8O+LIeLx0k4ARWtIwJOozzw3saxfDkP2jVjafd+0wSwlSejFDj+Qwfw9K6f4pw7vFcRXBY2aBgFySMnjH8Q9uPauW8Oy/Y/EGnMQdizKBjOQDwcHuOeh5Fcc3+8PpsNTbwfqjpPCnhfQNe0mWa/tTdTQytagmVlWNVAIEag/KPmOO56muf8QaZd/DXXLfUdDunNlOcNDI2eRzscdwR0br19K2fh/8AaS3iDTra5aCSNoZYhn5STHg54PoOe36VNr8Efi6w/su7mWx1uFv3XmAIlwVydh64YA5xnjdkZBrxZTqrGSjN80Oq7J9fQ8e0XBNKzM7/AIXI+f8AkCLj/r5P/wATVy1+L9lM4jutIukU8EwyB/04NeVX2n3mm3UlteW0sM0Zw6OuCK6XTNPm0kwXB02bdPE6JqAnzEpeMnBUD5Tg4wTnBzXX/YuAmrxj9zZn9YqrdnpNj428Ky3OTqVzauR/qb0yIgz7NkV05v7OfTprmO8ga3EbFplkBVRjqT2rxC4W28SNPdXV9MbkzTC0VSrPIm7cqANjdjcQBnPYA8CsSysLyHVraxniniju5kjdCGUTJvAPH8Qrkr8P0m+eM2rd9TSGLls0dRdLHbu0cLB/MbcGX+IHkH3611/wqUJ4wZeM/ZXzz15X+Wf8k1l+JtHTSjHfRDMM2UUZ+4QSAOnTGAPatT4UQuvjB5ZM7jayAD0GVr08NKMmnHZn0GIqqrgXKPb7j3GgdaTtS16R8iGaydYgwy3Cjg/K39K1BSvGs0TRuMqwwaewmro5XNGafPC1vO0TdVP51HVmQuas2J/06D/eqrVmw/4/4P8AeoYLcx0QlDx+fapbddp/GljBAwRirCRY6CvMR7UmTq3y1WuZTtOKmbheaqSKXfb09T6VaVzHRalH7C10d/AAOBmtfT4RbxeUDnv06mmIAoAA4FSxttlU546GuiMFFHLKo5M0EPSsuFZrYy2ybnUu/wC76lCcuHB7g/3exHFaijGKy5PtEeuyMp3ROqARkYywB+6fX9D0qkQyW2McYEaTmP5xs2k7Ae6FeMdD+XXirV1E1/p1xBtCyEMgzyAw6EU7yYLgCQoGyc8jkH+hqwOtVF2dyJxUouL6nnl7BdRRx20mnoHiBAbcWJ9Se1cvqEd1KJIQUG7oI1Z2P4DNei+J9citmaySCKWYAEmVdwXI7Dua4/zpjlpJX3H+FTtA/AY4r3sNz1Kd2rXPiMfGnQr2Uua3ktDEsNK+yBJriCVZt2RNKNrA+wJzmvS/C91FJDv89ppG+UllCtx03YJ5Pqa8+uI5Y5Dc2wUkjBVh/LvW3oFy1lK964JMMWXAPXJAAHpyf0qcTRXsnF7o2y/FuNdS3T/A6/xJfQwWe3zzHM2NoUgNjPbOcd688uI5riUBWhAzkmZHcj6YIrrfFYa7bEW03FugkKsOHQ9x7jjmuXhYfaUG1X3HGHz8p9eOaMFTj7JvqVmteo8Ty6W6E8emGKOP/SUgYrkF0kA/z+NdBpmlzFx5mqyxxjHzwrlT7ZycfjViO8vYLdbf7NAsIxtfeZlA9SCMirk+nrd2xurcpBMFJE8B+Qnrz7VhUxEttvuNqOBp/Hq7dNUdPbxC2t0hVnYIMbnbLH6mnPbRSFSy/cOQPr1/rUVpvFnAJGLP5a7mPc45qyprypbn1MPhVjP1NZDZG3tyU4C+YOuSQAo9znr2GasaSpj0q2j4wiBFIOcgcD9KmkiWUqWGdh3KPf1ptlB9mtIov7o/LJz/AFpFFio7kbrWUf7JqSmyDMLj1U/yoAwFPNOzTU5WnUAKDS0g60tABXH+P/G0XhHStsJSTVLgEW8R52jvIw9B6dz+NbPiPxFY+GNIk1G+bKj5Y4lPzSv2Uf1PYV81a3q954h1i41O/cNNM33R91FHRV9gKAMy4ea+uZLm5leWaVi7u5yzMepJoWBR2qXAFHWgDofAKgfEDw9j/n/i/nX0ax+Zvqa+c/Af/JQfD3/X/F/Ovopj87fU1cCJi5ozTc0ZrQzHZozTc0ZoAkjG+RV9SBW3fDFi49sVk2K77yMdhzWtqAxaEVEjSBmW5zAFPZq04hwKyrXuPetaLpUlllOlV50xdwydirxn8RkfyNWF4qG+IS2EhPEbqx/PH9aAGWfNjF7DFRzH51HqakswRZR564qGU5nUUAeL/GQyQ+MrGSFysjWSgDGQfnbt1/n9KqMLVPF/9kJGo+z28c4lYKNzggkk4zjB4P6VsfGN1j8QWQeNir2n3lYrj5z7EGsDVI5H1iDxFFGzQXOmbiseCy7SrEEDuVyR9KxsnN3R6U51KeHi4S0fQpR67a+FrltTtZWlvdQiDbYmDDys7VO4japyhOMMf92uavfFWp6jfNc3jpcKy7WhmXejLzgEe2TgjBGeMVr+J4ribT/7UhWO5s5iFaeSBGkTI+UiTGcHkexB9RWA0EWo2gltY0juolxPAnG9QP8AWIPp94D69zgVOnzc6Wvc4Lu1jbh8ealaIsdneajFGBgxzzpcKP8Ad3pkD8TWpK194p0NrlNRluJC6ieGytN0sKAMPnWMKGyT6nj64rz2nI7xncjsh9VYg/mKI0acZc0Urg5NqzZ11loohitTLHLKsEzb/OiMCbWxnPmrggAZODu64HGauaBqMSyLpFo8eryyztLG93ZmUIoQLwrNkH5c5BPGPw4t2vbxN0hup0XnLbnA/mBUuk6i2k6jHfRpvliyY8tgAkYz+RP505wU4uLFF2dz1u8W6n0h7NptMkAmXyYbSHygsnQ8EnJ7cHr2qf4WqV8YyF2y/wBmkGe3VeM/4cfWuFTUL7xTZRh0SOeLU7ZIPKG1cFW+U+pG3dk8/e9a9D+HCBviDqEw27Xim27f7u8YrGNGFNxUT2cPXlPC1YJe6lc9jHSkP3aUdKa5wv411niC04dajDc4p4NAFDWLXzIROg+ZOv0rCzXXYDKVIyCMEVy95AbW6eLt1X6VUX0M5rqQ5qxYH/T4f9+quas2B/0+D/fqnsQtyCBAzjPareAo6VAgC896eWwpJPArzVoevJkVzJjAXqahUAD+tIz72J9acK6YQsrnHUnzOyFBwadnimUoOKszNSF98St+Bqvc2yzXkbPuMbJsODjBB3A/Xils3yGQ9uRVsUhjl6DJye5x1pe9A6UtMDhPFNv9m1s3HJMyhlO3dtI44FY9xAwhNxIvlq33RncX9f5da7zxDAj2SXDLkwPuz6A8Guf1u2SOziL7TNKVUBRygGcn9P516+GxOkV8j5PMMvtKcr6b/ecwyrLFtwVTuRW/pejFtCjUKNs8ycH+4n/1zWbLZubiG0SMtMzDPbGQMD8q9EtrRI5RGBlLdFRfTPUn+Va46uuVW6mOUYJupJvZfmyve6Ukl+t2FzhNjLjgjoR9CCfyFYH9i29pq7W1zHvt7obY5scq45H55H412tQS2ySRGIrlc5Ge30rzKeIlBNdz6KvgKdRqVtVqUYNKjWMRBnt7herwnaHx3x0x7dqtRhbcpFKRhwVYFflP/wBepkIKpuYE/wAL9yagu2nkm+yrEjI4DbmJGAG56d/Ss+ZyepryRgrxRpqAoAUYAGAKeKYOtOHWszqJKdXmvjq48Uxa4ItGmum0+S3R7qOIqjqFfpA55EjDOR02jqDivR4n8yJH/vKD+YpAPo68etFHegDnwNpI9DilonHl3Uq+jGigAFVNU1Wz0bTZr+/mWG2iGWc8/QAdyewrJ8W+MNO8I6f5923mXEgPkWqHDyH19l9T/M18/wDiHxRq3iq9NzqVwfKB/dW6EiOMew9fc8mgCx4u8V3Pi3WDdzAx28fy29uDkRr7/wC0epP+FYOaTgdKKACiiigDovAf/I/+Hv8Ar/i/nX0Qx+dvqa+d/Af/ACUDw/8A9f8AF/Ovodj87fU1cDOoGaM0mfajPtWhmLmjNJn2ozQBp6Qm6d2x0GKv6l/qDUGiJiB3I6tUuon5CKze5tHYzLXh/wAa14h2rIhHzA1sRnkGkUTr0qrq7bdIu2PaIn8uatDrWdrxP9j3CDq4CD8SB/WgCzaHNnGfVQf0qsp3XePSrUeEgwOgHFU7Q75mb3oA8v8AjDcfZNa0p9ud1uwz5ir0b361zttrJvdGtTa3lvBd2ki+ZHMyKXjHGQ2em0nvwRzwa6j4yukF5pDOJCWSUDbIEHBXqSfeuO8LWMOueKdL0y4g320speVTIWDoqliCQO/HeuZtqpoe9CEamB996LXYEGkJZQ6V/bAubFYXtTAoYsxLBg67EY5DBcYyOPzuWfgTRb3Tbi9sNM1K6htt/nSzP5UalPvD5ypJGDnC16hqOuaV4JSS10/w1eFYIRM72doEgQf7UhwM+vU1npJJZ/BeRymy41KB8KTz5l1Icf8Aoz9K2UbHiyatdI4b/hUr33hYayixW0rxLNDaxF2Z0bGAxY4Bwc8Zrp/+FX+GdH8R+H7OG1kumllmluGuZN4ZI4z/AA8DG8r+Veo20SW1tDaKR+6jVAPYAD+lc3DI958UbscGLTtJjQezzSFj/wCOxiqMzXsL7S3vrzRrIxrNYrH59uke1UDjK9sHIrwC90vwj/auoi8WaE/brhU8rptEjBQAGz09q9b1mW38EWWuasJ/O1TV7jMI2gHdtCIAO6oBuJ+vtXGaRrGiWv8AwjtgESC6n09rqa4soRNI13tIQuigksMs+D3IzUy10TN6XLFOU43X3GdpmiWkSNb6Rp+pSC1dpWWdfJVpGjJ+dnIPCdOOnQ810ngPw5qvh/xjD/ac9tIbqxmZUgctsKugYHIA/iHT3plz4zu5LuHSn8N3yXl7OkMEmot5Hnx4VN5wp+Y4OQOm6t9fD3iO68awX2oatFBnT5IzJp9uFKjzFOzdJuz164HTpRypu7HGtOEXGOkZHejpUE77XjHYnms3wvJcT+H7ae5uHnaXe6SSY3GMsdmSAMnbjmrt08fmhG+8Bkc1ZzkqNukb0FSqarwBQhwefWph1oAmU1naxbebbeco+ePn6ir60y5miggZpiNnTHr7UuomtDks1a08/wDEwg/36quV3tsBC5OM+lWNPP8AxMLf/frV7GK3BztPTmoJ5eNvrSSSbcnr/Wq24scnrXDTjd3PRqz5VYkBpytjioweaWug5SbcKWoM04MRQBctG23K/wC0CK0hweaxFkKsG7g5rbGDyKQ0cJpHi/V7vxp/Y95FbpZxzTwC5iibbcSLghATwrIM55wxzjoa79elYzPpVtrMNm9yiX9wWniiL4ZwMZwPTn+fpWwOOaYBIiyoyOoZT1Brnr/T5vtaTTR+dFEGMaIDyxIxn8ua6MGlrSFRwd0c9ehGqrM5fQNJka4TU7gEFtzqrDByT6fQCumxz149Kd3pAKKlRzd2FChGjDliKKBXH6lr1yLxTFqEUUfJEcc0XQKWG7OTnjBA9a6bTr1L62LrIkhRtjOgIVjgHIz7EVBuS3FulzA8LZUP3Xgg+tWAOKrRXltPcTW8VxE80JAkjVwWTIyMjtVkUCsr3HCnCmCn0DM3V7uGwjinexnummlS3Igi3kBmxk+gGa1o8bAAMADAFZOty6pFprvo9vb3F4GTak7lV27hu6DrjNasWdg3Y3d8dM+1AElFHaikBi6im29c9mAauO8a+N7PwhpwLhZ9QlGbe2zjP+03oo/XoPbd+ImvL4W8NvrHkec6MIUQ8Dc3TcfSvljU9XutY1Oa/vJGubqVss7foAOwHYUATajqN9rmoy6lqc7TXEpyS3YdgB2A7CoD9M1CGmP3iq/U1IrdtwJ9qADNANKRmk6UALRRS0AdD4D/AOR/8Pf9f8X86+hWPzt9TXz14D/5KB4f/wCv+L+dfQjH52+prSBnUDNGaTNGa0Mhc0UmafCvmTIn95gKAOm0+PyrKJT125NVr854rSUAJWffKN6jGaxOgpQLkfQ1pxDKAVUtowRnP51fRCBx0oGPUcVm6u26S1i9ZQxH05rTAI61hXj+ZrRGeIowB7E8mgC88my3Y+gqLTRlN3rVW8n2wle5q5pwxbjPFAzzz4vmJJdIkkdxgS4VO/3ev/66xfhWqXvjOSeOPCWlm7g9dxkYKP0BrR+IbXHjL+zT4es57qK3L+ZcyRGOIBtu0qz4DZ9cGneDfD2ueFprkyz2kVxeTQwltrTuvXjqFxzknnHFYcn7zmPU+tpYL2K3G/ETxqdXstS8M6bZzbvOWB7oyABmVxlVUcnJ4rovHOoaVp8XhrSLq/gt0/tCCSQM3IjhBb7o55YKPxrP0r4c6TqOqalPe3GoXCRXe0RvME+cqsj5KAZ+ZuCCOldPoXhbSPCVtqF55avmaS6aaRd7RxgZCBjk4UD165rRKWtzgrOlaKp3879zmr7xjct4lbxFo+l3uo6Jb6dJBNLjyEMgk3ZUvjOMY6d6txWfi6PVZLpGsLD+3LpTMUQzzWqLDwNxwhxt9OrVHJZzx/C/RdM6z6lc2yv7+ZN5r/8Ajua9CEkbu6qysUbDDP3c88/gaoxPNbDwlpUmt+Ib/XJ7nWl04JEZL992CI/NfCjAAwyjGO1VdDuNO+Hfgu21i6svN1PVj5qwwqFYKRuWME8KqqR9SfetK9vhY/DLxLq6oXk1G4uWVe775PIT/wAdC1oXWteCb/StMvr+60+dLULLbI7bnRwoGAg5LcYxjtSZpBSfdou6xBDqniHwujoVlhnkv9jD5lVYivP/AAJ1H1rT1rVYbLwzqOoRSB1ggl2le7rlcD33cfWvK1+JBHi+91kadPMDai0sYGkVNi79zM/fcxAOBnGMU/wbcaj4r8zw9qlwyaZKJbwpCmySQmbeRvOTtDk9ADxg1PtIt2Ru8HWUXOUbJHovhXUJngbSbixFpNp1vApQSiQbWTgEgDDDacirF7Op1Jo3wOBhvSrWm6XDpkTqjSSSyP5ks8rbpJG6ZY/TgDoBWJqD77+c/wC1itYq5xSlY1Ygyn73Sr0LcDd1riL/AMUS6fPHbxQxytj5mYnj06Ux/E+pTICsqRD/AKZpgj8Tms5VIxdmbwoymk0d5c3lvZReZPIqDsD1P0Fczc6k2pP5hG1ASFX0H+NYaySXETSyytI2erHJqaylIcoe/SsoVrzXY0qYblpN9TQq1px/4mNv/v1TzVvTj/xMbf8A367XsectyBoy5yR9KTyqvGMUnlVzpWVjpbbd2UvKpPL96umKk8n2piKfl+9Gw+tW/K9qQw/WgCrtNbFo261j9QMH8KoGHHrVqxyN6HPqKBog1G8hs9R03dYSzy3ErQJNFEG8nKk/MewO3FaYNZ+rS6jDao+l28E84mjDJM5UeWWG4jAPOM1fzQA4U/qKYp6Hseh9abJPFFBLM7gRxBi7DnaAMn9KBDpVLxMiu0ZYY3LjI9xniobC3ktLKCCW4kuJI0CmWTG5iO5wBUOnazpmrW6z6ffQXMRfy90b5w2M7SOoOOcHmk1PWrHSLaGa6lP7+ZYIUjXe8shONqqOp7n0ANAFC50S787Fs0fk/wAGH8spww5wMsfnPPoBx1zsWdu1tbBHfzJTy8mMbjgDP5AD8KxtT8aaJouoJZ6jctbs6b1kKEpjJHJHTlT1q3p+tLqd3MtqLeSyTZtukuARJuXcNoA5GD1zTA0Y4IYpZJI4kV5SC7KoBYgY5qfPFZGtajc2dt5VhCkl9LG7R+b/AKuMKMs798DI4HJz9TWRpfiO6n8UXWnajd2UMX7n7HCqZluN8W8nrwB64/GgDrxUgBwSAcfSuG8UeJNR8P8AieCNQ0umXWnzYURZ2XKhinzdt2MY74qLTNWuNWudC1FdO+2Xd3pqu0YuvKWGRH2ysQeuCQOhNAHWavaXOo6RdWlneyWVxLGVS4jUM0Z9QDWhahlgRHmMzqArSHGWI6k44B9q5fxzY3V/4YlisWZL1Jo3t5FlMfluG4fI/u5Jx3xjvSeANPvdJ0m6sr94pZlu3kNwucz7/mLuD91yc5GSPTA4oA7GikopAc7470EeJfBOq6WFJlkhLw4HPmJ8y/mRj8a+RipQbRiP2PWvtvnrXyV8R9Cm8NeOtTtI4ibWST7RB3+R/m/Q7h+FAHL+RG/LNuNNe0x80UjKfQnIqLzIWOGBjb24qZBKvKSCRfQ8GgAgnJcxyDDirBqrcoWQTKpDpzj2qxE4kjDDuKAF707vTSelO7mgDofAXPxA8P8A/X/F/OvoJz87fU189+CZPL+IHhyMfefUIS3sN3SvoNz87fU1pTMqnQM0ZpuaM1oZDs0quUYMpII5BB6UzNGaAL66veqMedke4FVdR16W0spLuVUcQrkDpn2/Wo65XxreNHaQWin/AFjF2+g6frWdS0Ytm1JOc1E6LRvH+nXBK3dtPa5PX/WL+nP6V2Nnqmn3oU215DIWGQAwDfl1rwfT3HA7109gTt3ZFcSryW56bwkWrpnrzfdzXITz41e6lz8olCH8qxYb26t43Nvcyx9ztarlu5u1ufMbLyYbce5xW0KnOc1Si6e5euptz7CehrUmS5Oi3S2QU3TQOIQxwN5U45+tc1DI0l2it1yBXYwcIo9q0M2eX+IvEXiLwppGn2sWj2doJyEiE8/nMoiVACwXAHT1NcRfeKdZvYSl3q1zIrkMY4j5SucYzhecfU816B8Y1kax0lo4JJmWWQ7VQsv3Ry2O3t3rA8J+GP8AiVf2hdWC3V9PK0QFxgLAoHLEEHJ7Ywe9c1afLdydkj08M6NOipyjzSZ3fw+eDRfh5ojXGUa9kGPUvK52/pirfifX7OfwBqV4k0awXSyWcMjOAG3P5W4H05J+gzXnV/c6rcyWGg6lLbRW7zqNOutLnxGky/cV06pycAjGD61xqwJFdSlo9i2wMYRmOFI6jB6f/Xp/WIuClHVMjC4CWKk/eSfY9X13xvoVrq+hw2c7ahBpzSPILRdw3CLZGNxwp5JPBOMVzR8f64mqard2SwW8epSIVjnUytAFTbwQQCTjPtXN6faTXMkcaKgwpkdmcKq/UmpbiylhkVQ0UrRvtkEL7ihPTI6jqOelZSrTeyPZo5ZgqUuWtO8u2wPqWo3Om29hcahcz2kCqY4GYKg2njgAZP1zWbMAlwVAx5uCjDqG/wAO1XWtp7ZVM8EsY3sh8xCPfFOtYHub+zsY1zc3DuId+QDtGT0HTsax5nduTO+tLD4bDudJK3l3JtMiuGdLprJmRlKyZQncB3Q+oIHI6V6B4JudPl8cXKW1sy3H2RvOkbI2kFRsA6YHPOOfzqvYw2GpaVHKHRvLUpKyvteOVeM+xHYZB46GtCw821uTrNq0F1c2MUdtexhQspWRUbdj2znHHQgVVCcnUcVstz5rE451U3Jbq2n6no5OOa4i7uVhSad+gy31rsJZgbF5l6GPcPyrzDX7wtKtqh4HLe57V6TlyxbPKVN1JqJkyPJdXbzPyWbNa1um6MA1WtoQVA7itBECgH26VwN3dz1UklZCLujVgD1qSykZrpUXnHJ+lIqNI20ck1pQQLAmFAyep9a0oUnKV+xhia6pxt1ZPmrWmn/iZW/+/VPNW9N/5CVv/v16D2PIW5coqt5tKJeawOksUVB5p9aXzD60ATUoqHzD60okoAlxSr8jhh+P0qMSUGTigDM8aXuradosV5opLXkdwgWHyt6z7srsf0XnJbIxjPtUng+5vbvw1bNqhuDeqzx3BuFCsXDHOMcFf7pHBGK11RLq1CSDIB/lT44Uh3bFChjuIHrQM4HQtMn0WS1uU1W+y2rS2txaNODFJEu/lUYE5ACng81n+DtY1LVLPWL6aK5fTdfe6Nq7KB5coDqqggnhkUDp95cc5r0yOztYbiW4SCJZ5TmR8fM3GOSajSLT7eD7LEltDCp3eUgVVBzuzgdOeaBHnMWl366VfWbEr4otfsc0M6qIknhTaqFDjHGWDZyQ3sQK6HUIBcwaVqGmWV2muafut4LaQ4AIAEizZ+UJjnzBycgrnOK6dtQsk+WS6h9cFge9D6raRyeXvZmJAwiE8/8A1qAMK2s7u38QrqL6a7uVurcCPGCplV0yTwFOX5/TnFU9O8P3ema5ZSSaPDexxWEUYujMgaCVWfOM43ZBXkDjFdQdSVlDRW1zICcDbEeuPft70j3lzlxFYyMRna0jBFY4zx39qYGb4i0nVtRu7KXS7q1gEcVxDKbhGYYkVQCApGSMH86uabpH2DVLi6DKwltbeDOOQYwwP4EFfyqSW9uUiZmjtoT0HmTjj61GNQlBXzLuzUAbnCKzE844oA0pbWG4IMsav90gMOhVtwP4GsaHwZpqXa3Ba6zFdT3MKxymIRmbaXX5MZUlc4PqasW80t1L5X264OQRuS22Dtzk/wCeasDSUZGEt1dSFs5Pmlev0oAt+WoQIR8o4Abn+dSR43e9VrezhtFZYFYbjk5Ytn86sR8GgC0OlKKYOlOFIArkvGvw/wBJ8awq12Zbe+iUrDdxfeUddrA8MuecdfQiutpTwKYHx54n8Maj4W1Z9M1aAb8bo5F5SVOzKfT9R0NYBgeI7oWyP7hr688ceEbbxj4el0+QpHcp+8tZ2GfKk9++09CPT6V8rajpt3pGp3GnX0JhubeQxyIecEfzHcHuKQFOGRZUz+YPao7P5Q8f9xiKaVEF0pH3ZOo96W2bdcz46bjQBYI5FKWVAXboO3rQvXJ6CqtxLvk2buB19zQB0PgEl/iN4edjljqMR/Wvot/vtz3NfOfw/AHxD8Ocn/kIRfzr6Kf77fU1pTMqvQPxo/Gm0VqYjvxo/Gm0UAOrhfGMm/VFT+7Eo/Mk13Fef+J28zXZcdiq/ktc+JfuHXg1+8uZ9tEV5HArobCUiLAOTVG1t91sMjsK0LOAg5PA9M1ws9hbGlDvKMxHatCzk8rjP8NVF4TaBx0onl8sM6/wtg/lWtHqcuId7Iv6WDNqfsDmuyj4H0rlPDke6ZpCO1dUpAI54zXStjjlueWXfi43Wt3k6W893P5pgsLdI8k7R8zAdOpHJ4GPXrraLd7dCisdbtxFqCZeW38zfvXcWWRT0bGcH8Qetcj4KhTT/Hms6XfkNfQqRAT0IDHdj8Cv616Bf2dleWxW+ijeJPm3Oduz3DcFfqCK+ZxuZrB4xwcLp79/Kx2UqPtKV7mJqOuaPe+INKW2vybiHcBp1lac3IyrYkJG1ACoO4HivOtVme71KdjFh552d0PXk9MevX8hXp2k2egW148umQx/aJFG6cB3Zh/vtnj6HmuM8aWCWGtzXYVRHMiN+BcLIPbg5/HitKGbRxNf2Ki4q19d2duEf1WEprWTRq+GIrOJrwRXbu7QqVkMP7lpFbLCMkYcqNpP49Kn1vV9G07ydR1HUJ1mtydgiZXeUlSCqjAIBz34GPWpxrfh3VGh0a5iuLEKgktBcIbfKgYDRvnjj3GfeqyaH4ZtTJLbmy1SZ1KOLy+8whT1CgA4/AZrL65ByTqQkpLbzXm9jlqe0qSc3K99xFtNJ1W0iuLSe1UhVaTKkAw/xbhnJOORuGQcc1S8GW8c/jC+lT95Dp1mkEUhH8bnc/410I0OG38O3MEKPZxNEcRpM7Ii9T1APTPFZvw2jMmj6hqZ6ahfySr/ALq/KP61licXT+o1fZt7218+xpT5k1BvR6/cdDL4e0mW8lvDZItzKPnkjZkLHsSAQCR6kUaHY6k10dEur+3aCSIy+dDGUmlVGUKHHTjOMjsMVde5jjmWIrKWbusTFR9WAwKqaFdeZ8SZrcnBi09sLjqNy8g/UkflXLkGIxLxCg5Plt18tgxFKDg2t0ddrUq2Hh+6kA+WKIAD24FeSI73F3vckszFjXp3jWXy/DM6/wDPV0j/AFz/AErzmxhzJnHSvr60uhzYaKs5GjbJtUVYGScU1ExwKuW8GDvYfSsoQc3ZG1SahHmZLbxBEyfvGp/xptFelCKirI8WpNzlzMd+NW9L/wCQpbc/x/0qlVzS/wDkKW3+/wD0pvYUdyv9opfPrKFx70vnHs1c50mr51L51ZgmNOE5oA0xKe9L5uO5rPE49aXzh60AaHnAd6abgYwG5qiZ+KZ53NAHT2BDWYYdSxqZ0WRGRxlWBBHqKraQd2nIfUt/Oprq1Nx5JW5ng8uTefJYDeMEbWyOnOfqBQAz+zbMKoMCtt6biTion0+OPZ9lht4yHy26PIIxj8+ala1UqFM05wJBnzDnDn+nb0qudFspZrySRJHN4nlzBpW2lSoUgDPGQB0+tAEkFtcRgB7m3HAA2whcHj370s6CKFnudVeNERndgyoNq8lj6Y4yar2nhfRLJVWDTYVCmMjcWYgpt2HJJ5GxfyFabW8BzmGM5DA5UHIb7359/WmBjXlzpEMEVzd6tKYZEYofOJWQIu9iAo5wvPFN+2aPbC6iVLqcwMwkRY5JDujjEmB6nawxjqeOtbioiBVVFVV4UBQAPpT8nHU0AYNvd2MzWjQaFesswicSPbbREJN3LbjkbdvzDqNy9c08ahrUmmrPbeG/LuC5X7Pc3SR4XcBuyuRyCWx7YrbpR0oAqRtqjXHzraJb7EIAdmfdvO8emNmMH1PPFUl0/X5LS7iuNehSWSRjDLbWSqYUIIAwxIYg4OfbGOa2loPWgDIutES8uria41DUGjngEDW6T7Ilx1ZQBkMe5zWlaxLbwRQxltkaKi7m3HAGBknqeOtKxxTkoAsp0p1MQ07NIBw60rfdNIKXqDQAg7GvEfj3occb6Zr0KASSMbSc+uAWQ/X7w/KvbU5Va8l+Pt/FH4d0rTzzNNdmYc9FRCD+rimB8+Tgkxgdd4NR2fEkzerGpZm2KX9Bx9aLOI+XwOW/GkBpRaXqF1plxe21s0kFuQsjgjgkE8DqcAZ4zisLZk8GulS1TX7eGGC/EFvaeaEjkXB6bg/Xl3PX0wAOlQaB4T1TXZb21gXy762hWdbedSjSqTg4J78jGeDReLdluh8rSuyx8PcL8RPDg3E/8TCL+dfRbn52+prxTwN4N8S23jjQ7qfQr2KCC9jeWV4iqqoPJya9pc/O31P861p9TGr0DNGaTNGa0MRc0ZpM0ZoAXNedam3m6tcMecyt/OvRB1FedyLu1WYEf8tGz+dcuK2R3YH4mbNqi+UBWjbwKO1ULQDgdRWtCOBXCem2PZQu0epyaoSNvm8v1bJrQc4Vz2VetU7ePzbv3JFdNNe6cdV3kdbocIitwSOTWsTVa2j8qBF9qkZ8nA9a6FoczPIPiRANC+ImmeIRIYI5Iw7SAcFl+UrjvkdfrW43iR4EtbjWtJ8nTpcPHeoS8cZI43oRuX68iqvxutZJtF0p442fbM4O0Z7D/wCv+VJZtc3HgWwF1A0uny6eqvJBzJFlcNlDwy/TmvCzihSk4ynG93a97Neh04eUkmkzrftVlbxCT7RbRxtzu8xQD+Oea888W6tb6suoXmmXC3MVraeQrR85kJYtj1wNoz71xn/COywKJLa3t9btckJOJyscR/6aR8FcdecD3rc0u2+x20qtcQ+VJKkAMY+rlioxtAMg9wCDWeAyalRn7VS5mXUxUmrJWNHxtcWGvRw6XPqVvHcwr58UvVF+XmOQdQfQj8RXHWOkx6baTXwa1vJ1zHGsKNKAT0I4xkdeR06VXk8O6hdLOYNMu2lSZhuVGeORc8EMe49e496ksLDxZpMjfYra/tt3DDZ8pP0PH416tDDqjFRT0OeUpSd7Gnb2IttS8z7fNaWfm7pbaWRlR0DngMMjqudpGQK9B0jxX4Q0bTY7GHVY4okZim9H2ncxbhtuCMmvMl07WLLzdW1B3BIKrnbMZC+VYbQcdCePeprm4sSsNzqMupRxqojS1hwgdgBu7/IuR0AyCa5sdl1PExtJu3ZF06sqbPS116bxRqjWeg35h06BQbi+hXLMxH3V3DC44ycZyeO9WPBavF8U9SgeaSZ4rDa0kuNzfOpB4AHsfoK4bR/G2mxXVm80i6fptvvY2FvE5JYfdJIGGz1JJzXbeBLtNR+Jd7eKGAl07egYcqrMhwffp+ZrmwODnh6ySjaFvnfzZvz88JO+p2njc7tLgi/vzA/kD/jXHWsOw/Wut8Ytvksoh1G9sfkKxILcAZYfhXqyi5zsiIVI06d5BDDnDHpVvNJmjNdlOkoI86tWdR67C5ozSZozWhiLmrmlH/ia23+//SqWat6V/wAhW2/3/wClD2HHc5jJpdxptFcx1EgkPrUiy4qtupN4oAuiX3pRJ71SElL5nvQBbMlJ5vNVDJ70glGRQB3einOkwn6/zNXmbis7RnCaZbIeMxhh+NXyp6gUAJnNPUcU1RzUq0AHSg0ZpKAClFJQKADNKDxSGlWmA8Gg0lDUARnrTl4ptKDQBYQ08moo6kPWgCQU6mL0p9ICNP8AVivmv41amb74hyW6tuSxto4AM9GI3t/6EK+lBgJjmvlL4nXEdz8TNeeMABbgRnHdlRVJ/MGgDj7rlUQdSa7zQfC81totvqt5CRHeBlgDD+D+9+POPYe9clpOlya3r9npsX3riVY8+g7n8Bk19O/Z7O/sxaiJGtUAhERH3QowB7EYovYD5z1Dwjf2DvNpzuyD+EN83096NEvPEHhzV4teaGeVlHlyefkh06FT3A9D2wK9xvfA8mS9jIHQ8+TKcMPoeh/Ss4aJeW77Z7OZWzjBQn+XFPTcZqeDfiDp/iS+ht4LC6inDJv3ohVST/eB5/IVouf3jf7x/nR4a8MHT7iCaG0jtk84SOANpY+uKH/1jf7x/nWlPqY1egmaKSitTAXNGaSigBc1wkybNbuh6SnH513Vcbfrt1+5/wB4H9K5cUvdR24F++y9aDJz0FasXC1mWo4FaYzs461wpHqSY25YLaOfU0uiQmS9ViOFwah1L93EkY9h9a09CjIVpMc8V2RjbQ89y5veOldwoWiPnk+tQyncAQe9PVsIMd60MjlvijJBH4PR7hHMS3cRLxvteP73zqfUf1rxm417xLYXi6Xaanczxuq+SrRgllYccEdea+hPEPhy08VaK2mX0k0cDSLITCQG+XtyDxzXN3fw30+dyLa/vbeUKFDb9ynAxyp4ORx0qJQUviVy00o6bnjulaJJpbJqV1PPF5MuxI4Y8mQjquSR8vr2IPerMF9o1tcskelzNjKlnvXDMAMHcBxjBxj2Ne2aP8NNBsNPMMsTyySoUmKOY1fPX5RwPwq1F8MfCEOSukAlgQS0znOevek4vobUalKK/eK54DNqt5eFmmmfJdUVAx2qAqgADPA+YVDdTu+oSBnYqJVGCTjqK+jk+H3hND8uh2vXPzZPPHqfYflVhfBnhlGLDQtP3E5JMAJJ/Go9k73udv8AaFPkUFE+bINQurXT1SC6kiTfhgjY6bDn2OAa0ZtOk1awtrmXTftF1I+1p4Yzl0GQSzAhd4I6nJ9a+ik8N6FEuI9G09R6C2T/AAqZdM0+NdsdjbIuc4WJQP5VcabXU5q+KjUVuU+XNO0eCx1eRL7yZpEQtBbSFkMjZG3qMH6AnPvXpXwkW9k8YX9zeQyhmtWBdoyi53r0z7YNeo3vh/R9U2fbdNtptnCloxlfpWuihUAUYAGAKbjd3MIVuWEopbnLeIdr6ouescYH581m5rQ1z/kLS/Rf5VnV0wSS0OGcm3qLmjNJRVGYuaM0lFAC5q5pX/IVtv8Af/pVKrmlf8hW1/3/AOlJ7FR3MFoahZCDWu9uKryQe1cx1GYVqMjBq88HNV3jNAFfNJupzKRUbDBoAC1JupppCcUAd1pMnnaPaOvVV2HHYg4rUimJODXG+GtXjtJmtLl9sMpyrE8K3v7Gu2SP5g3bHFAEqiloooAKSiigAopce9J2oAQ9acKbTqAHikY0inBpG60ANoFFFAE0Z4qQ1DGcGpwM0wFU1IKYABTgaAI3dYo2kY/KgLH6DmvjC+u31DVru9kYs9xM8xJP95if619ceLrz7B4N1q6DbTFZTEH0O0gfqa+RLa2mubmO3t4zJNIRGiL1ZjwBSA9B+EulE6hc61LGxWIGCE4/ib7x/AYH/Aq9RuJpIJzdW25JsfMVXKuB2Yd/r1pfDfh+LQNBtdOTDGJcyOP43PLH8611t0/uik1ccXZkGl+L9NuX8i5kW2uB1VjwfpnmujW6tgm5bmILjqJBWDLYW0wHnW8UuP8Anogb+dSJBDEAI4o0A6bVAqbMpuL2NCHVvtF9FDb27tGXAMznYv8AwEdT+lc8/wDrG/3j/Otuz/4/oOf4xWI5/eN/vH+db0luc9Z7DaKM+1GfatjAKKM0ZoGFcjq426/KR3Cn9K67PtXKa6u3W1P96NT/AErnxK9w6sG/3pcssH8q0ohulRccDk1mWI+X3rVtB+8kb0wK5KMbzSO/Ey5abZU1fmaJfcf1rd0pfLsR6sawtS+e8jUdgDW5Zn/RohXU/iZxx+BGquShB7DilVuB7U/GA30FQr98j1pkmnEf3eahPEqmn2zZjPpQ/Dp9aALsZ4FT9qrrkEVYHIoASlpOlGaYgPSozUnao2oARDnNTjlarRnk1ZXpSA5LXP8AkLS/Rf5VnVoa4f8AibzfRf5Vn59q3jsc0t2FFGaM0yQoozRn2oAKuaV/yFbb/rpVPPtVzSj/AMTW1/36Utio7kxiB7VC8HpWkUFMaLNcx1GPLb+oqq9t7ZrdaHPaoXgHpQBz0ltjtVWSAjtXSPa5PSqktn14oA51lIqJhWxLZH0qjLbsvagDPbirlhr99pbqIZ3MQPMTHKkenPT8KhePiqk0RAyKAPV7HU4b+1juIjlJBke3t9auAhuhryHSPEM2h3JDhpLRz+8jHUH+8Pf+deiadq9tqFqtzaTrLE3cdR7Edj7UAbWKKgjuAwwTUwYHoaAF7UUUUAFL2pKKAFFBpKDQAlKKSigBelTJJxzUNKKYFnfTgcioARipFYdO9AjgvjNqIsfh5cQBsPezxwKM8kZ3N+i/rXAfCnwsVz4iu0wTlLRWHboZP6D8a7H4jaNN4r8U6PpTqy6ZZRtdXUg43MxwqA+pCn6A/SuggiSCFIo0VEQBVVRgKB0AoGTr0p4NRg8cU7NIB270pKbn3pNwoAs2R/06D/fFYj/6xv8AeP8AOtmyI+3wf74rGf8A1jf7x/nWtIxrdBtFFFbGFwooooC4VzOujOtQ/wDXEfzNdNXMax+81zHPyRqv9f61z4n+GdeD1qFm0GOK17Qfud394k1kwMAjH0FbFtj7LFjoVBrDCr3mzpx0rQSKTqHv52POxRitmzH7pKo21qZIb+fqd4A+grRshm3X1HIrR7mS+FI2SMiq68ux9DirI/1ZJ9KrxDg+5zVElqLKwgjrUtxwEPoQajiXKj2NOnyyt7UAXQDxU4+7VS2ffED3xVpfu0CFNJS0oUntTASo3qXYccmmyJ8mc0AQIfnqyvSqsYO8jrVofIpZiAoGST2pDOO1d9+q3B9Gx+QqlUtzIJrqWQHIdywP1NRV0LY429QooopiuFFFFAXCrulf8hW1/wB/+lUqu6V/yFrX/rp/SlLYqL1Rq0h4r5c/4W946/6Dn/kpB/8AEUn/AAt3xyf+Y57f8ekH/wARXKdZ9Sde1JsU9q+Xf+Fu+OuP+J5/5KQf/EUf8Le8dY/5Dn/kpB/8RQB9PmIGmNb5NfMf/C3vHX/Qc/8AJSD/AOIpP+Fu+Of+g5/5KQf/ABFAH0u9mD2qrLpob+GvnP8A4W746zn+3P8AyUg/+IpP+Fu+Oe+uZ+tpB/8AEUAe/TaPu5AqhPo0oHArw/8A4W344/6Df/kpB/8AEUh+LPjc/wDMa/8AJSD/AOIoA9au9HkwfkNZUVvf6VcmeyllgkPUp0b6joa83b4qeM3+9rAP/bpD/wDEVC/xJ8WP97VFP/brD/8AEUAe5ab44uItqanaZ9ZYP6qf6GussPEmm3u0Q3sW4/wMdrfka+WX8eeJJPv6gp/7dov/AImoW8Za83W+H/fiP/4mgD7FSZTUgcHvXyDa/EXxbZHNvrUsY9BGmPy24q+Pi746AwNdP/gLD/8AEUwPrHNLmvk//hcPjwf8x3/yUg/+Ipf+Fx+Pf+g9+dnB/wDEUgPq+ivlAfGPx7/0Hs/WzgP/ALJX0v4X1CfUfCWjX105luLixglmkAA3O0aljgcDknpQBsUUzzBRvFAD6UEelM3iub1jx94f0VjFJei5uRx9ntB5r59DjgfiaYHUA+1Yl74khhnMFntmkB+ZyflH+Nef3/ifXvFLmGOL+z9ObrEpy7j/AGm/oMD61s6Xp32eNc8n1NAG757zyNLIcuxyTUgqsnFSgmhAS5xRTN1JuoYEmaKi3Gl3GkBcsf8Aj+t/+ugrGc/vG/3j/OtbTzm/t/8AroKyZP8AWP8A7x/nWtIxrdBM+1GfakorYwFz7UZ9qSigBc+1YF9DjVJXb+MKR9MYrerB1iYR6tbKTwYjn86wxCvA68E7VRcbIHGeo4qK21ZrDyluATbuwXP9zJxn6VZTbsLEdvSuf1yT/iR3GTj5GK/0rhpycZaHrVaUZwaZq6X8QNEi1vUNDv5jaFZJI1nlwIyQf73bv1rsbCSOWySSN1dQQQ6HIYHuD3FfL2qJOusXq3JJnEzeYf8AazzWz4X8a6x4VmAtZRLZ5y9pKSUb1x/dPuK6jzEz6kaMfZQ6nqKrLGVkIweuK890j406BcQeRqNtd2LkYBAEqfmMH9K7DSvF/h3V8my1mzc5yyNJ5bA/RsGmI341wPehvukGpopFkUGN1YjurZzUxVnAYK3oeKYFGFjEjr6YArTQblqu0TM64DYHtXPeNfHml+CNNWW7Jmu5MiC0Q/Mx9T/dX3/LNAHWAAdKwta8Z+HvD4calqtvHKgyYVbfIf8AgAya+aNe+JnirxEHjudTkhtmJIgtv3Sgehxy34muVDtyTnJpAfRF/wDHfRIWK2Wl39wP70hWMH9Sazx8e4mTB8Oy4I/5+h/8TXhis56fnU2/aAOpHFAH0Vovxd8N3xxeNcWEpAyJY96k+zLn9QK0tW+IvhebS7m3tdTE9xNC6IkUbE5IIGTjAr5mSQg5/KtG03qwVT87jJPoP/1UAe8WcomsbeUch41b9Knz7Vj+GJvP8O2jdgCg+gJFa9dK2ONqzFz7UZ9qSimIXPtRn2pKKAFz7Vc0k/8AE2tf+un9KpVd0j/kLWv/AF0/pSlsOO6PjqiiiuU7AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvo7wr4buI/C+kXVvdzRNLZQvhXI6oD2NfONfbngWGI/D3w0TGhJ0q1/hH/PJaAOEltNfiXEWq3Q9P3mf51QkfxPHnOqXRHs4/wAK9pNvD/zxj/75FNa1t/8AnhF/3wKAPBL+y1fUl2Xd7dyp/deU4/KpNK8LLCRlV6+le6fZLb/n3i/74FKlrb/88Iv++BQB5zZ6csKjgVorFtFdwLaDH+pj/wC+RS/Z4P8AnjH/AN8igDiQv0/OnBf85rtPs8H/ADxj/wC+RR9ng/54x/8AfIoA4zH0/OkIHqK7T7PB/wA8Y/8AvkUfZ4P+eMf/AHyKLgcT0oyPUV2v2eD/AJ4x/wDfIpfs8H/PGP8A75FAHJ6f/wAf9v8A9dBWS5HmPyPvH+degCCJSpESA+yimG1t/wDnhF/3wKuDsZVVc4HI9RRkeorvvstv/wA8Iv8AvgUfZbf/AJ4Rf98CtOdmXIcDkeooyPUV332W3/54Rf8AfAo+y2//ADwi/wC+BRzsOQ4HI9RXKeJJAus2w3D/AFY7+5r2j7Lb/wDPCL/vgUyXTbCRlaSytmb1aJSf5VnVlzRsbYf3Z3PK4WH2UkEE4x1rz3x3Jd6TCtrJcJulTzMg9OenNfSsVjaYx9lg6/8APMU240jTLor9o060mwOPMgVv5iueMEtTvqV5XUT4tu9ROoalPeysgkuHLsARjJpymLj50z65HNfZX/COaH/0BdO/8BU/wp3/AAjuh/8AQG07/wABU/wrU5D4zYx9C6/99Cm7kx99T6ZYV9nf8I7on/QG0/8A8BU/wo/4R3Q/+gNp3/gKn+FAHxolwycx3BU+0mP61ai1zULfHl6pcpjptuG/xr7B/wCEd0P/AKA2nf8AgKn+FO/4R3RP+gNp/wD4Cp/hTA+Qz4g1S4jAk1a8b2Ny3+NZd5P5nzvPvJIyzPkn8TX2h/wjuif9AbT/APwFT/Cmt4c0P/oDad/4Cp/hQB8Uh4/76/mKeJAOjKfYkV9pf8I5of8A0BdO/wDAVP8ACl/4RzQ/+gNp3/gKn+FAHxlHPESAzqvPqKlDR8ncuP8AeHNfZH/CO6H/ANAbTv8AwFT/AAoHh3RP+gNp/wD4Cp/hQB8fQeX5gJZcDnG4c1oRSlCBHiS5n+VIweSSa+sl8P6KOmj6f/4DJ/hSpoWjo6SJpVirjowt0B/PFAHnWiWH9l6LaWbMC8cY3nPVjyf1NaGR6iu+Frb4/wBRF/3wKPstv/zwi/74FaqVjmcLu9zgcj1FGR6iu++y2/8Azwi/74FH2W3/AOeEX/fAp87FyeZwOR6ijI9RXffZbf8A54Rf98Cj7Lb/APPCL/vgUc7Dk8zgcj1FW9JI/ta25/5af0rs/stv/wA8Iv8AvgUqW8CupWGMEdCFFJy0Goa7n//Z", "path": "003421.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003422
Men Tshirts
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4aT3PNdO8Pz3QwUYIe4qK/wBMn0uQqFz6Yr2qLSUgT5Y1X6CsfXdEingZvLy+ODWXt3c3+qx5dNzx8vLcSR+YCGHWvQPA2l3mpahBb2rTEO215VB+VP4jntXOiyZb4RSICrZA9enSvYPg9JGDqNuMllVCMH5QOcj65NdKaZxSThc9QtbaKztYraBdsUShVHoBU9FFaHMFFFFABRRRQAUUUUAFFFFAHMeO7V7rwzKEYKUYHJ9+OvbrXzrq9m1vcmKTO9eDkV9WyRrLE0bqrqwIKsMgj0Ir518bfYI9akS3hijeIkTLFEUUMDjAyTn68UmaU30I/A3haPVWnubhAIlO0cda9EsvCmk2j7haI7erDpVbwRb+R4et+OZPnJxXUIBurjk22enFJRGQ2kcKbY40QeigCkltIZVIkiRgeoKjmrgHtQVyKQjMjtIIV2RQoi+ijFV7mAbc4rUZMVSuuFqWi4s5+eBCrKwBHvXk3jCwji1M7BgNz9K9fn53D3rzjxpZN9picAkMpHA7inS0kOuuamYfh6G1+3It88i2/wB4mMZLY7V9GeEZZnt0jtdPFnpaJuUuQXlY/T+vPSvnLRphDcR92jO7GM4ORX1Poc3n6NbMYDAwTa0R/hI4NdsTy6mxpUUUVRiFFFFABRRRQAUUUUAHavIfi/p8hvbS+EQMZi8vOO4JPX15r14VyfxCAHhK5k8sMyEYYrnb7/59qGVF2Z82SRM8pw2PXmr1joVzqiN5S7tnU01UEt2Sxwc5J716z4R02Oz0hC0Y3ycnisKkrbHZSgpO7PI28L3iSlDavITxjacGpE8KaoQI/sErA8D5ea93EUYbIjAP0qdUJ5wB+FZqrI2eHgfOd54av7N8PbTIPQqaqHTZ2XGGB6bSK+lJIUmGJUV/qKzX0PTmufPNqnmeuOtP2rJ+rxPCoPCmpXC5S3fj2xWlZ+C7hWzOn1Fe1vbIFwFAHpWZdQqOcVMqsjSGHgeM614aewHmRj5aqWPzW+Xb5uCB7DIr07X4Ek06VCoPHHFeZ20RN4iAkc7QPxq6c+ZamNekoSTR7d8M7MLMl/cksREY4N38Gcd+xPTFeqV514A0u0msYbhzcs6jcjeYQF/2SOx/nXotdEdjiqfELRRRTICiiigAooooAKKKKAOD+JWkrLpX9oxSPHOn7ptvRlPrXiyEiZNzcnoWr6Z1Cyi1GxltZgCki4z6Hsa+btas5dN1028o/eQzeWwHTIPBqJLqb0pdD1zw/bLBo0SAckZNXG06GRtzICfcUunR+XYxKeu0VfUVyPVno3sVI9LgHJjFKdPiJ/1a/lWlGMjnFOKVXKmZ+0dzFksFByFpBagdq2GjzUDoB14qXEtVLmVcRBV6Vk3MQkQjGa09VvrSzQtcXEcajuxxXLJ4s0aW78kXqKc8FuAfxpcjZaqJHH+KrRrW7TyxtD8EjvmvUfhRo/2PSLi+YYknbyx9F/8ArmuT8dW6JHp0igEStx3zXqnhGzaw8L2MTgh2TzGHuxz/AFroorTU4cU09jdooorc4wooooAKKKKACiiigAooooAK8E+K9h9n8USssRRLhEkBxgMejfXmve680+MenNNoljqCKSbWYq5HZWH+IFKWxUHZk+jxx6doFsZXWOOOIEsxwAMVz9x8TNKt5XEcM0qKcBxwDWxJZw+IfClksrH7O6I7qP48dqyru40DSl+zNZQEhcbNmcgD0wSa5dEz022T6Z8StN1G5WBYZY8nAZsEV2MdxFLGHRsg+leQLqXh67una00+FDFgsyKyY6Hr07j869C8PsJIl4KjGR7ihtCUbq9yzrmsQ6TaGZ8/SvLtR+I2qXVy0dhaF/7uxSxH4V13i65UOYvKEjAZAbp0rhv7W1O1ihexsw/nNgFIztAzgk4Gf8aSa7DlGyvcnh13xhGftF1pu+HqUK7Tj2xW1qTR6r4XOoRoykAko3VGHY1WstV1x5o1vbQiNgMkjp7YPNdBqDrL4VvolUBhC5wB14pN3ZSTUbnnHhWxN9r1ra5Gbu4EX4d6+obeFbe2igUkrGgQE9TgYr5++Fdgl54utJZmZRCvmRkDILjnB/DNfQ9dcdjzat72FoooqjIKKKKACiiigAooooAKyvEUSy+G9SR0Dr9mkJUjOcAmtWopolnhkhflJFKsPYjFAHy7ZWzy6jDEACWI6elezWEJitkX0UCvN/D9gYvGf2GcYME0iEHrwcCvTbm5t9PtXnuJFihjHLN0FclW7Z6dBpQLAHNWB9zpXAyfEjTo7hwkEjxL0fIGffFaNj8RNEupBEZGjY/3lpezZftI7HVbQe1RSR81Jb3EV1GJImDKeQalkUYzUtFXKLDisu75J4qbVNd0/TEP2mdVPp3rjr3x9pSthBJJ6EYxRyN7B7RLcv6lAZIWAHUGvOFsH/tYAHGG/WvR9C1mw8Qs0UL4kC5MbcMB6+9c5/Zr3Pjp7Fe9wqZHqf8A9eaqlFpkV5xlG5638PIZYvD5dtwikfKBvXox/OuwqG1to7O2jt4V2xxrtUVPXWlY8uTu7hRRRTEFFFFABRRRQAUUUUAJXjHxW0sWfiO21FVxFdqu8443qcH9CK9nPArzTxkB4nsb20jSQy2MuUO35Qccj8qicklZm1CEpSuuhtQ3CfYY7gsBH5YYnsBiuQu/H9xLOU0mxleJDzIyE7vp7VveGs3HhWy85Q26HaQe+OP6VBeyHTY2MMKqi+3AH4VzXUWd9nI5e4+JWs2UpSbSsHPBKsox+VdT4e8bQ6vGPNURP3Gc1gaprs0ejSX/ANju5oFONwiSMH6bsn8eK5zRtWGqaoiW8AVn6AgZ6Z6gD171TbtewoxTdrntAu0boc/jXJ+KtdubaDyrNGaVhwRWxpFs7WxMmQQMbT2rl/EInkuJIoBjb2zgn8az5mXGCbscPJo+oatdGTU9S+zRN1jDl3b146Ctyy8N+GmUQKrSMeruTzVfU9BfU9NtYIoUtrmN90kjSllcehHSruieGhpe1om3PjazDgH8KqUnbcmMFfY0vFenQxaXokVtuaCC4C884BFeneHLn7X4espiCMxgYJyeOP6VwN1H52i3Kyf8sQJR+BBrvfDUax6BaqowoDY+m41rSbbOfEJKHnc16KKK3OIKKKKACiiigAooooAKKKKAErjfGsovlXQWSQreQs2V7FeQT+OK7KsDXrUfaba+C5aIOh9wRkfyqJ35dDWhy8/vHNeHImi8JafC/wB4Rc/maS40i1mkaV7aN3Ixkrzj61b0xw2lwr3jLI31BP8A9aryKGBrle56UTjY/ClhHcs8VlDEjY3Kq8N9fyFdVaxLD5aqoVVXAAqYxhTT0UZ5IpDOV1aBZtSYngjoant9O82PmRhj0NP1dAL7AK7j0561NYXAdCp4IODSNFsMk0+GNCWBcjuxzVO2gWeV4iPkcFSPate7b9wayrOUW7zzt0jjZvyFC3E9jH8GadDa6rpvkH50uishHHA3Yr2qvMPA+jyjVo7o5KbBK5xgKcHA9zk16dXVSTtqedi2uZJdEOooorU5QooooAKKKKACiiigBKrX15HY2j3Ep+VBnrirNc/4xtWvPC97GuchN2B3APNKTsrlU4qU0pbHlWowzwfEaHUgoWC9uA6FG3KMgZGfrXYa5pVvqkEUd0zGFG3GMdGPvVLUobaXUdBto48PHOGOBwAF6Vt3A3jB5rkcm1c9NU1F2Wxx91L4f08eU1hAwAwcqAP/AK/4VzEsPhu8vD/Z6NBKBuxC+ePUK3au+udGtZbkXDRbJgCokXqAeCK5y38Kw6XcTPaSSlZV2MHAbHGOPfHFCasOUddErGr4dmeFVjjl3oB3HX/Cukv52gtN2ccd+1ZWk6dHaWkYwS4b7x64qz4jVnslUHr2qLsvlXQ8t1wWs92z3d7KQOojHTn1NR6U3hiGEzjTZpVGCZplYqAcgHPTnB/KuhOg29zJI0iyZkXay7sAjrVuy8MWlrbmGKB9jYyGckHHTitFJWIlTfNotCx4f0/R5NTgv7WLyZB90rx1/pT/AAv5T/FG5kmj3EXDhCTja23APv8A/XqW3tPsMibMKFIwB2rS0rSwPHccwA5mEp9f9Wf6inCTuRVgtfQ9PooorqPMCiiigAooooAKKKKACiiigBDXJXtudNur9olH+kESLkdCRg11uao6jam5gyiguvY/xDuKipHmRrQqcktdmcn4ejaHRIIHGJIiyOCMYIY5/nWq0CSqQR1FUo8W2pXEW7idRMoPYjCt/Q1cWUZ461zNHoLyMu+0RZYniBXy3GGVhkH61Do/h+CxcsiKMdwoH5YrcYF+vSnIyxrijRju0h0KiMMAMVzGoQxyX8gde9dVEAcmsDV4yJ9yLye9JrQIPVjbewg2DKg/WnyQqsZwAMUy0nZkwRgjipZmzEfeszUoxRGW3njGMybYxkZ5LAV6BZ262lpFAn3Y1C59feuG09gupafDnBluQf8AvkFv6V6BXXRXu3POxUvesLRRRWxyhRRRQAUUUUAFFFFABRRRQAVXu4Bc2zxE43Dg+h7VYpKATtqcRKslpqs9tKmzzAJE44Y9GwfwBqzE/FS+Mw0dvZXSnAjlKH/gQ/xFZFlqMdzGyRnMygnaT1rkqR5XoelRqc8bsvyTou5nYKo9TXDXniHR7XXGvPLuZbjBQzCQgIo7AZxWZqb6pBeNNqEV9PbCTcIrUZzz0PoK1bKGO6g2xWVpbpzkXLDPqc5qTdJvY5rW/EENzqEV5BamcgYSVwQQfatbQ/FenNEBJP5UpPzI/Wr9/sjiQNcWQUHCx26eYfwAFcfLpt7rN8bZdPtYk+80xHzr9McCnZDtJHpst2k1sHQhkPORWJJOLqVbJGKidxG7D+FSQCf1rIuPM8PaILN3LOxyrZ4q34PL3/iDTU/jeUGUY/hGW/kBSgrszqztFntFjYwafbLb26bUX3ySfU1aoortPJbvqxaKKKACiiigAooooAKKKKACop4lngkif7rqVP41LRQB5rqFo9ldi5YD9xPGHB6rztJHsQa05Dh63Nf0hdRspyknlyeUwJ25B44rlbG7+2WFvN3ZBn61yVIOJ6dGqqnqXzEHXNQfZ0L9BVuFgRioX/1h21nc6BCm0KFxVHWVcwofQ0t1qtvZzxRNHcO7nH7uFmC+5I6Ck1i8txZBiSx7KnJNHQOpUtArDnBNaQjUpnFYNrcRF1eMsAfvAjGDW0kwaLg0rjZnXPN0ij1rovDtlJL4iur8k+WihRxxnGMD9f0rn2YLd+YeiDdXomlW62umQRqDyu9s9ctyf1NbUVd3OTFT5VbuX6KKK6jzgooooAKKKKACiiigAooooAKKKKAOd8TWscFl/aUUarNbuGdwOSh4Yfrn8KzYpN5DL0NdZeWy3dnPbP8AdljZD+IxXnNpeSWczQ3HyuuUkBPR16/niuetHqjsws90zp42yOaGUk5Bxj1qFZ0WEylhtAyTXLXfjV3meCwtHllDbR6fU+1ZJXOpuxdudTvrPU2kub+1jtTwkG35mPruz+mK57xL4wgikiUOznOf3TcD6mq97psF7cyvfXhMrNvEcXzcf0qpcaVoem6X5s0UsyhstJM2BnsAKqyLSm9kaem+L9Oltg8lyFbupPOa6Fb+Ga2M8cisgGc5rze30uy1u5EdrpZhV8uZZGOVA9B71sz20nh7QZLZcurk/MOoFRJRvZA+aPxHU+H7k3njOxGMqokdT2+6Qf5ivT68m+FcBu9Vu7t2LLawiND7ucn9BXrFdcFaJ5daV5i0UUVZkFFFFABRRRQAUUUUAFFFFABRRRQBm65po1XR7mzyA8ifu2P8LjlT+dePabd+TrSQtlJkysgP8LA4I/MV7nXkvj7wxMurvrejoTcA7ri3H/LXjG4e/wDOs6iTR0YeVnY3bWGKSFwMsrn5g3NYWs3dno4Y3IDRDoGXkVU8J+LbKeOWORyJEGWU8HPpity7vdK1GMx3IR1bjaRk/wCeawtY741HHY4iPxdpV7KIbVGV243CPmums7eK1thNjapG5mbqT6mo7iy0PTS0tvbQwuq7gdoxxWbd+I4ZLYkzR7fQcUmi3UbWrMzxfdrJAjKQVPYnpXVfB7THniudbnUgD9xBnv03H+Q/OvPbOzl8TapgM6WMbEySAY3+y1734RhittFW3hRUjjO1VUYAGBWlJK5x4htxbOgoooroOEKKKKACiiigAooooAKKKKACiiigBpAIwehryXS7tLZ5rdWzHHNJGPwY4/SvXK8c8X2zaT4ouAmFgvDvUjoG7jH5Gs6qvE6MM7SOpjlUQGQnC4zk1zMnjaxhlaKOOSSTdtAA+9TdH1NpjPaT/Oh+UDPQY6VDP4YWS1N3p8s1rODnCkZYfjXKkk9T0b30Kt9quv3Ekr2kbRRq2Bkc/wD6qyr4+ItSsXaSHycHgg7SxrTt4pocteG4u05+4+1h6D86We4gaBxBp1z5nKoZ58qv1xzV3L9i/M5y3ude0dn3WxuFwCRnOK6Tw74iOqRyJJE0bp1yOKxrXRJdT1EfaJnaFWy6oSEHooFa+qW0Wk2cr2ihZHGD6ECplZ6EOLg9y7Dcf2nqVvaxZKSzLGSvucV7KoAGMYArx34Yac99rBumGYbYeY2eznIUfzNeydq6acbI87ET5pBRRRWhzhRRRQAUUUUAFFFFABRRRQAUUUUAJXn3jvSjaz/2vHkQSYW5x/C3RW+nY/h616FUM0Mc8LxTIrxuCrKwyCD2NJq6sVCTi7o8l0TVGnEsG4SxnjB+lTt4bsb6APPC0Umc4RyB+OOtVvEPh6fwjqMl5aqz6TKQwwcm39Qe5Hoa2PD9/BfW24Sow6nBzXJKLTPShUTV0Ysmj6Nbybbi3EMgGBIjEZH1zVGS38O2z5Uq8m47d8mf5muv1fw/p+r27K8hUn+JTXGR/DrT7C5E/wBoeZhz8xwPwprbU6FXbWhu6XbQxRGcYJbkkdMegrnPF9/G9mixMTI7BQq8ljngVuTajDbWrRoFREGDzyuKxdFshq+o/wBsSf8AHvEStsuPvN0L/wAwKnbVmU5OTOn8GXdv4O0SNb5wvnPvuW64Y9/fHAr0DSdasNatzNZTeYnXlSuR64PavF/E8hurq005MkO2+QD+6Og/E12Og3L6SscwAyowyDjI9K6KLclqcWIhFPTc9KoqjYapa6jHuhk+bujcMKvVqcoUUUUAFFFFABRRRQAUUUUAFFFNYhVJJwByTQBh+I/Fmj+FLQXGrXYi3Z2RgbnfHoo/nVBdQh1iGHULdXENzEsqBxhtpHGRXzr4/wBbufEviW8ut5YSSGOBM/dQHCgfz/GvoHQ4DbaJp9sxy0NtHGx9woBrKq9LG9Ba3OR8V+Bob6f+0LB/slz3aMcMff8AxrhLzSPF1i7bImuEVsiROv5Gve3QMlVHtozkFBz7VirnXozwO5j8U38Atns5gvJHGP1qzpHgm/u2B1SQwxf88UOSfqe1ewXVnHGOFGfaqSw/PgCk5MpU47srWFhBY2qW9ugSNBgACt608WaR4bS0tdUuDbm9kYRSsvyAgDhj261U8ravSvOPi0Q2j6Y2fmiuGC/Qrz/KqpO0iK6vA+ilYOoZSCpGQQeDTq8y+CniCXVvCD2NzIXlsJPLQk5PlkZX8uR+Vem11HnBRRRQAUUUUAFFFFABRRRQAUUUUAVbu8trC3ae7mSGFeryMFArifFFpaeKbSQQTKB8r29whzhgOGHqO2O9cv8AE/WTf6r/AGfG+YLYYIB4Lnqfw4FP8Dar9psDZs2JbfAxnqOxrkqVk5OCPapZZOFCOIl1/I5jRrqfRtXnsL+Py7lW5yeue6+3f8a9L0yUXlqr5PT8qzdf8OW2uW4L5iuouYZ0HzKf6j2rlrHxBqHhp207VkCy5/dTY+R19j6+1T8RLVtDY8Si7sGa4t7UyepTv7kVx9tr2p30/k/2dIqE4Y5IHNdrH4utLhQG2ksxXBPH+cVHfa1Yqm9tiptPzqelWk1oP2ku5ZtUFpZKWjEZAzt9657VWuNXlh063hd7qZ9iRjg5PuOwHU+lVpPE8M6hY3aSVztVF5LegAr0n4e+HzZ2b6rex41C4+XaR/qUH8I9z3Pt7UQp66mFataOhv8Ahbw/B4c0SGxjIeT780mPvuep+nYe1blFJXUebuLRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBnazbifT3yAdnzYPp3rybUvC93p873GgTLCJDmS1fhG+h7fyr2WcbreRcZypGPwrjJ04PHSsat1qjrw+qaPLZtX8S2mYZdOuckgDYNw9+ntUU/iPWbuHZDpl0Zs8HyyADXpjgsuNtV2h+Xp+VYOodXK+557pnhnUb0h9ZuWWHcGNupyX9mPp7V2cktvp1iz4WOKNeijgfSpZY1iBY8Ac1hTJLq92vyn7HFyP+mjev0FJKVSVhSagrkWkW0t1fSancBQ0pyqt/CvYV1ZXEfIAH86q2dkIirMuMdqtuytjAOT8td8Y8qscEpczuJbhkkDhyCoz8pwQa1NN8VzR372U+642Irux4KE9Bnucc1iXd4tikcUYEt5cHEEJP3vVj/sjv9Ks2mn+QoYktITudyPvMepp2E1c7q11izuiFWXa5/hfir9cOYN69APpU9vc3VqcRzOB/dzxRYlxOyorEtdbBwlyuD/fH+Fa8U0c6b4nDr6g1IrElFFFAgoqrfahZ6bbNcX11DbQr1eVwo/WvNfEXxr0qwDRaNbtfy9pXzHH+Hc/pQB6kzBVLMQAOST2rzDx/8TLXT4JNL0aeO4u5VKyzodywg8EAjq38q8g8RePvEPiZmF9fuluTxbQnZH+IHX8c1gCU9aAC4P77evBByK+jfB+rR6z4ftLtCMlArj0YdRXzczljzXYeAPGH/CN6g0F0x+wTkb/+mbf3v8amcU0b0p20Z9CYyMVC6VDa6hBdQJNDKksTjKujZBH1qdpUIzuxWDOlNFC5h3EGq0Vv+8JNaL/N0NJHFtGcVFi7lGePah+leI/FHUxda3Dp6HKWi7n/AN9v8B/OvY9f1aPTrORx80gBIFfNmo3Ml7fXF1MxaSaRnYnvk1rTjrcyrStGxp+HvEV94dnW60+5aCdGBBHQjuCO49q908L/ABn0TVYli1kjTrrgFzkxP7g/w/j+dfNqk1KHKrkHFdBxH2vbXVvewLPazxzwt92SNwyn8RU9fHGgeKtY8N3In0m/ltzn5kByj/7yng17J4b+OlncqsHiCza3l6efbjch+qnkfrSEex0VlaR4h0nXYvM03UILkYyVRvmH1U8itWgAooooAbzig5x2qveXttYWzXF3PHDEv3ndsAV5t4g+KoUvBoUIc9PtMo+X/gK9/wAaic4wV2zpw2DrYmVqUb/kel3NzDbRGSeWOJF6u7AAfia848WfElYy1noUqSNjD3Q5A9k9frXmupaxf6tN5t/ezXL54DN8q/RegrMeQg59OtclTFXVon02C4fjTkp13fy6Fya5ed2kkYszkkseST60unajPpOoR3tvyy/eXsy9xVYHOKdn/wDVXJsz6OVKM4cjWh7XpN/batYx3Vu26NxnHcHuDUeqaLZ6nA0NzAssZ6qwzXmPhfxDJoGoYky1lKf3i/3T/eFewQzx3UCzQuHRhkEHqK6IPmR8fjcLLD1LdDzW8+GdmWJtby6txyQgbIz+NUm+HjMVS41ed0HVQoFepSxgmqVxFxkDpV80kclos5zw74W0/S9QhMEGZB1lc7mIr1DSJ4JrIrBIrmN2jkx2cHkGuO00k3rFuy1gfDXxI03jTVrN5CYb2WSSME8b1J6fVf5VrTlZ69TOrh3UhJx+yrnsVFFFdJ5gUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUVXuLpLcAdWPQZoALqTyLSWXONiFsn2FedeF9Sk1nQUupTlzLKn4K5A/TFdfrlw58OzyFgNytmvPPh+xj0GGPp+8kBHoQxrKtsdWHW505G3gimYBqabO7pUccbzSCNBye/pXJa70Oxu2rKE1k17KYhwg5c+gqYWiQRqsaYC8KBW3FbpDDsQE4OSfWo0stxy3rnFd1OmoI4KtTnZjtExAUCq9/dQaLp73lyMhf8AVx5wZG7KKva5q+n6BbF7hwZT9yFfvsfp2HvXE2Ftf+LdZS+1AMLaM/JGOAo9B/jWpmbPhvT7m7kl1nUObu5+7xxGnZQOwrqhCoXn+VSQR7Y1CqQoHT0qTAJ6c+5oGQr8h4U0OobnnP0qwDzj+tAjDN90EfWgCpjGf8KFnkt2LozoRySD2q0YV7YHtmub8TeJtN8OxYuJS8uPlt0+8x9T6D3oEdE/ik2VsZrxoUiQZaSQ7QPxrh/EnxuiiiaDQLUSS4wbmf7in/ZXqfxxXlviPxPf+IboyTvsgU/u4F+6g/qfesAsc1O5LNLWNe1PXbxrrUryW6lPQu3C+wHQD6VlscnJ60pNNNCEI3SnocqKYwzSBioxjNMCUjNV5rpIPlzlz2FDtK4wG2fSqwtAr7z8xpAbeheJdZ0WR5bC9lt94IMY5X/vk8Z967Twf491aTxCIdVv5LiG4QoofACP1BGPXpXnltsWZDN/q88/59KtXdzbG+SWwjEYRVLFMhS4J5APTt+OamUbouE3Fn0ba6l52CjZ9q0r24NtYmQ9eg+ted+B9W/tBoyx5Iziuh+I3iaDw54ZyCpvrjK26Hse7n2H88VzpXPQlJLXocB498V28KS6akwku5BiQg5ES/3T7n9K8wYmTkdKp3EzzSMzMSzHJJ6k+tOijkABDkVvGPKrHDUqObuy6kfHNEmFRvWoszAf6z9KD5jD5iDVmYqcAVN1qMDinrQBbs724spllgleN1PysjFSPoRyK9I8O/GLXdL2xX7LqVuO0x2yD6OOv4ivLxUgNAH1R4Y+IeheKGWG3uPIvG/5d5/lY/7p6N+FSeKPGlj4dQwjFzfsMpboenux7CvlmGdoXV0YqynKkHBBroLTXPtLMt45MrnJnPJY/wC16/Ws6nMo+5udWCjQlWSrtqP9b+R0Gt65qGu3Hnajc+Zg5SFeET2ArJd80OGU4PXr9ajOa8qTbep+iUKdOnBKmtPIaTUZPNOY80yg0Fjb5tv5VZTBPvVMipo5Cee460mOLLJXK4rovCvih9HcWd25+xsflY/8sz/hXNq4I60jfNniiMnEzxGGhXhyyPa/tivGHR1ZWGQQeDVWa+GORXleneIrzR/3Ub+bAf8Ali3OPp6VuR+LoHUeZFID3xjArdTT3PmauWVacrRV0dRcakLGwvLoHDRwsw+oBx+teN+E9Sntr63uI5mjmV8iQdQT3/Wu+8T3gi0CYluJIz+PFeXaCrKEPPPIq38FycHC1flfVH0J4N+Jltqjrp2ssttfg7Fl6Ryn/wBlPt0r0fOa+VNVgaLUJHAwHw2PqK7jwX8TrnSBHY6uXubMfKsucyRj/wBmH61rSr30kYY/Jmr1KH3f5HulFVrG/ttStY7q0mSaGQZV0OQas11HzzTTsxaKKKACiiigAooooAKKKKACkpGYKCSQAOpNZM+os7FYuEHGe5ppXGlcsT6gFLLENxxjd71U2T3D7yCWP5AVVzzxk1S1Kwm1eULc3s4tQuDBG+0OffFVaxVjP1XxTFJ4us9Ds5Ekgit5Wu3QbgHK/KoxxkdfxrnfDUN5pOqzaddkSAztNHMv3XRj1FdnaaZZ2MYW2t4o1A6KuKq6rpi21o89nG7yxyeYqDk8kZUe3es6kLx0NaM+WVmXmRSXYnCjvXP6vqwhVRazNCo5LD7xP+e1Sa3qjQxfZYAC5wvB6v8A/WrKj0ia8kjjcNsTrkdT3pU6ajr1HUqc2i2JrTW/EmoEiyEAi6B5osk/litD+yfEF6o+3688akcx2qCMfn1rasbOO1t1RE24HWrWOOgrUyOdtfBul27+a8TTy93lYsT+ZrahtEgTbGioB0AFTFhnFIfc4oATpxxS7dw4OKAO+T+dKFHUkigBgTnGFPuaeFC9gPpTl27chsjvQSR90nFAjH8S6wmhaHc3shG5UKwqe7np/j+FfOd7ez3tw89xK8kjnLO5ySfWu7+J/iA3+sDT4m/cWeVwDwXP3j/SvPDzU7ksaelNxS55opiG4ppp5ppoAQ0mKWigBMUmKdSUANYcUgODTzULErQB6R8LbuNtVa2kIBUF8k9u9cd4+8Tv4n8T3FwrN9liJit1PZAePz6/jWdb6lPp6TS28hR5ImiJH91uDWXEpdtxrNQs2zaVW8VEdHGScmrKrihVp56VRiIelJilopjCnKabSjrQBIKcDimClPVaAJKUEg8GkFGeaAN7Sr8OotJ2+X/lm5P3T/hV5wUYgjBHBrmI3KMGFdJDN9qs0l/iX5G/of8APpXHiqWnOj6bIce1L6tN6Pb/ACGNSU4rim1xH1YUcg7l6iiloAaZZN3yxfiTxUM7XbjAdUXvt6/nVjNIRmgUo3VrkKQqiZXOe+TViBmdGYEcZwuOuOv0po+U8dKaxKblVmCP95QcA/WmrdSZKSS5TS1qZr/wzbwxnLplWz3Hb9Kw9Ki8uJAR90dKlvp2jtgyk4zzUsURjs+fvEVbleCR59ChyYqUv61NWSe21WxV45E8+MbWUnuOPyIrEdShz26fQ+lPtY1jkztGR0yKs3aKcygZBwJF/kanqdSTcddzY8JeMb/wxeBoXMlq5/ewMflb3HofevetC8Saf4gtFmtJRvxl4m+8v+fWvmIKQdpOT1U+orY0XV7nTLpJ7WVo3U5BU1vTrOOj2PIx2VwxC546S/P1Pp+jtXP+EvECeItFS74EqkxyqOzDv9CMGugruTuro+PqQlTk4S3QtFFFMkKKKKACiiigDM1SbCLCp5JyR7VmYqxeS7rmTJAw20fQCq6tkE9qtFoO9KD1FHXtikBHIFMYvODx+FRahcfZ7Vj0Y/KtSHK8gj6Vk6vKZ72KzTGW5I/rQIztP01ry+a5kAKRjCA+tdJBapCvCj8KbbRR20CxIAAO+al3DtxSADnPG7HpSdKcFXFJ0PC/pQMXjvjNKCPSm4P0/CnrnH/1qAEJXjj9MUqnKnAwfajeAeetIdrdhn2oERZ2vxj8OKrazf8A9maRd3x6wxFh9eg/XFTyfLtkxhTweK5H4j3vk+E3hzgyzIuPbkn+QpAzxG/uGmuXd23OxJY+pPWqYPWnTNmQ1FuwxoIF70UmeaGYKMmgBeaTmgEnrTqAG0UppDQA2iiigAqGTGCD1qU1BIeaAK0ysygZ4z0qdFAUAU2KMv8AOemamAwaAFHSilopAJRS0UDEpRSUooAUUS/cB9DRQ3zRkUASA8Z9qE5NRB/3Ck9TxT4z8xHoKAJQea2dDly7wE8SKcfXqKw1Oav6bJ5d5E2cYcVMo8yaNaFR0qkZrdO5ulaYVqzIgWV1HQMQKiK15B+nRs43RFikxTyKMUrgMxSGnkcUw0yWANI3NFBPFAXKl0wZFhP8TD+daDOCkg/hRgB/Ws+6TLwuP4ZF/nVrJ8tl7klj+fFV0ML+80/IMjORUytkYPQjB+lVxxTwakaG7OfLzjByhPY+n403cY5A44z1Hv3qRgSM0uPOQ/3x19/emS1Y9Q+Dt8y6hqNiW+SSJZlHuDg/zr2DvXgvwlmKeMUjzw8Ein+f9K96FejQd4HxOcw5cW33SYtFFFbHlhRRRQAU1jhSfQU6igDlmOeT3JY+9SInyc/WluIUtZMzOOP4R/Km+YXHC4U9BVotCZHUnPtQOecGgcdW+lGQO1AwODjoDVK0iP2m6ued7ExKS3BUDuPY5q7x1x81OjQJHtXH40CGMxODkH8KcD7AGhwM4JH4U0A56UAhcr6HPtTlwOzUzBz/APXqRTgetAxwUnnmnbeOAaYDk8g08Djp+lAhRwMbfwNRMjckY+jU9uBkZNQuxU9Mg9aAGySJIhjK7XPQE9fpXn/xQYf8IzbDo4uMMP8AgJru5Sso+dSP6V5/8SudAiDZLLOMN6jB6+9Jg9jxqXlzVdjjmp5PvGoWFBA1Xw496UMXmPPC1BISOnanxHqf71AFoUtNWnUAFNNOIppFADaTNLimmgANQSAnPFTE00jJoASMbUAp2M0DgUooAMUYpaKQDaKWkoGJiloooACaaG60jGoi+HI9qAFVshF7DJNTIflJ/vHiqceWIUdTx+FXE5bA+6OBQBMvFTwNhx9arg1LEf3i0AjrpSPObHQ4I/KkxkZpn+sePaeDGp/SrG3Arx6itJo/TsHL2mHhLyX5Fcg5ppHNTlajK1BvykZFRkc1KRUZFNEtEZpM04imkYpmZBcACIv/AHSG/WpZAwnJzxTJ1BhdfUVI7ZZW/wBkU+hm1dgDmlzSd80DrSKJozzinOhiZZAMDPB7VEvWtKy8ub9zL9xuDQJnS/DSIL4/tSnKNDI4+m3/ABr3oV4h8MLV4PGYSTkwxSxg+o4Ne316OH+A+Jzt3xXyQtFFFbnkBRRRQAUUUUAczqNm8+vRxbiElYOfoBg/ypzgqxBHStm5gVnWfo0aMAR7isZiTVIpEeD1IpOlBJzywz7UAZGST/OmUOxnAK/jTz06mmDOR1NP4HcCgRGPvEGlI5/+vSbDn7xP6U4cdSM0DF4xnjIpUZ88YxTeSMHOKRVGeOtAE5Y554obj+L8KaPr+FK+QvXFAhjMwPGOneoWO4/N+lK7Hkg8VWlfk5BAoGEjnB2k8elcL8RpN3h5QwOTMMcexrsHliYctz9a4P4kXCjSrWMMSGlJ59h/9ekxPY8lkGGNQsKnlOXNQNSIK0g5NRpJsdMngHFSy9zVNmAYfWmBpq2RxTweKgh5jzUgNAEuaQ0maM0AIaaelOphoASig0lABThTaUUALRSUZpABpKCaaTQMdmms1NJppNADWbFV2b97n2qU81XmOOtAE0HUn1q6gwuBVK2q8pFADulSRn5hUVKpwaAOysyGtIZOM7dv5E/41YrO0qVX07aT8yP/ADH/ANarwbivJxCtUZ+i5PU9pgoPsrfdoKajYU89aQ1iemRMKiIqZhUbCmQ0QtTT0qRhUR6VSMWNIyDSdl9hinZpCaBAKUcUgpwoAUHvVu1crIpHrVTNTQH5hQQz1D4fpv8AF5lxwbHdn3yAT+gr1yvL/hlHu1W4kI5WzRR+Lk/0r1DPNelh/wCGj4bN3fFyXYWiiitjzAooooAKKKKAGsMqR7VzkgO7AGMetdIelc9ff8fkgUEANTRUSDyyTnt707GP4sUzIJ6c0/IHWqKADd2PHejaF5z/APWpSc/T60mM96ADdnpmlVR1J70hXjg5I9aApI+bH4UASAK3f6c0jADnvmmAYPI4p4HOQT9DQIVW2k+lI+CP/r0Fl6EA1ESRwsZI+tADH5JI6YPeoHVipwcfU1M8m3gwr/31ULFmORAB9aBldlx3FeZ/FC7zc2dp02RmQ8f3jx/KvT2Dc42j6CvHPiLMX8TTqeSiIv6f/XpMUtjh3PzVEalfGaiY8UEFaY4BrOclpAKu3BNU4hvuFFIDUjG1QKUnmlHApMUwFBNPB4pgpwoAXNNJp1NIoATNJS4ooASilpMUAGaCaKQ0gGk0hNKaTFAxpNMJzTj1plACEVDMuUNTkVHIMqaAEtjg1eQ8VmQH5q0UPFAElKDzTePWlBoA3dBmw80RGVZM/QjmtgPntXP6HL5eoxD+820/Q8f1royoHGOlefjF7yZ9nw1VboSp9nf70AoNH4UVxn0o1vSo2p7VG3SmSyKTrURNSvUJFUjBiUlLSUEsKdTaWgExakhba6+lRZqSFSzgUyGz2j4Xpm5vn7JBCv5ljXpJ615x8Kzl9YGOjxL/AN8qR/PNejnrXp0fgR8HmjbxU7i0UUVocAUUUUAFFFFAEc2fIkx12n+Vc/dN50xm6BgDiuhkGY2HqDXLg5VlP8JyKaKiGe4p+8HsKiJJGB/OnpkqMA81RQ78vxoI96AMN2z70/B7kZoAbt98fjSKBnr+RpxXPQ/jTMYXk/iKAHbcL1A+tICF5Gc98Un8WcsPrS4G3OfxoAQsD1BGfem5HTJ60/Yp7dvWlEeOh+gJoAhbcejYJ9qQgk4JJ5qdkxyzflUYK54Qk+pNAEPbnpnpiue1/wAG6T4gYyXKPFc4wJ4jg/iOhrpWbJGB+HaoXbD/AIVnUdo3RpSScrM8O1/4ba5pW+W1i+32o53wD5wPdev5ZripVaN2R1KuOqsMEfhX1ZCec1S1fQ9I1aMnUNOtrg/3nQbvzHNYxrPqXPDrofKc9QWa5uc+gr1rxd4M0CwR5LW2eI+glJH61w8+irZaNb3yrgzTvGD7AVpGfMYzpOG5QxSGnDpSGtTMSnCkFKKAF6U2lag9KBDTSUGkoAdRSUUAFITQTTSc0gA0lFJQMa3Wmd6kPWoz1oAU9KjIzTxSoheQKOpOKAWpA9vLayhZV2syLIv+6wyD+VWUbiusudJtL9oRKGURP5O5DghccD9DXa6N8LvD11Ekks18/HTzAAf0rJVY2udVTCThNxfQ8jDdzWrpnh3WNXINlYTSRn/loRtQf8CPFe7ad4G8NaVhrbS4mkHSSYmRv1rUmVVXaAAoHAHSpdbsEcN3Z5loHgNNN3XOpSia5CMUjj+4hwec9zWYOg+lekyjLEeoxXmx4Yj0OK4sQ3KzZ9bkEYwjOK8v1GmmGpCeKYzegrnPoSNuKjannJ5NJjiglkRqJhzU5WonGKpMykiI9abTjTTTM2LRSUUEoWrunoPODt9xPmb6DmqQGTWgB5OkTv3Yqn5n/wCtTJex6n8IrlSt/GzAyTkTfkT/AIivUx1ryL4OWjyTXt6c+XGgiX3JOT/KvXR1r0aF/Zq58NmvL9bly+X5C0UUVsecFFFFABRRRQBBdzC3tnkIzgVyodknB7Hr9K6m8iE1nNGehQ1wklxNCWKuRj2yKaKibTR4PSnDIAApIpvPtYZf765NG49KooNxB9KB1yTmkYDOeBSr6Z/GgB3mHO00cAcCnqgIJ6/jQcYOKBDcptx/Sm7kDHCkn6Uhw3G7n61IiKo6frQAm5jgqFHPGTTdr5++R6YFSBgyg4HXFJ83XoPbigCH7gwwLZ7mmn5+m7HHTin5jUk4YtTSxHAXHvQAxhtXnjmoJCN4wc8VJM5KnDcn2qq5Ikwe1Y137hvQXvFyI4plzLiM0iNtFVb2QLE3fiuQ67HnXje43RMg6mszXNPWP4aWTlcMkqyc9RuJH9am8SE3l6kIBJZwAPXmui8XWQHgS5gCZMEKEH/dIropI567PFDxTDUjVFmug5Bw60tNHWnUCCikzRmgBDim5pTzSYoAKKXFJTAQ02nUhFSISkpaMUDGGoz1qUioj1oAcKv6RF52pwDGQrbzxnpz/SqK16J8HdCh1rxqPtCb4bWEzsuOCQQAD7ZpPbQqm0ppy2O5uvAX9mfDeW8lTOp70uZCey9Nn5HJ96l8LXpe1jB6dK9YvrSO+sLi0lAKTRsjZ9xivFtFL2F7LZSjDwuUIPscVz1IKKVjsp1pVZylPdnehvlqrck4/CnRS7oxUM7fKaxN0ZTN+/XPc4rzmUbZnHoxH616BdExyqx6A5rhdQUrqNypGMSt/Osq2yPoMjfvSXkitmmE04009a5z6IbSdqdijFAiNs4qBzU78Cqz9aaM5jKQinUHpVGY2kpc0lMkcgywrqNK0mHVbExTs6orhzsOM9eK5hPvCu08Mn/R5B9KFuc2LbVGTR6V4BWK2We0gQJGqghR9f8A69dtXn/guUpq7Rk/fjP+NegV6dJ+6fB4q/tW2LRRRWhzhRRRQAUUUUAJXnt6HFzMgAba7DGcdzXoVee6luF5cOv/AD0b+ZrKrJxSaN6EVJtM17ONvsFuMdE5596lZdvXv7060kV7CBkxtMYqOQ/Pjp9a3TuiJaNoDwvb8KVRk8nr603GfpTsAn7x/CmAoYKwAHH1qTcB759aTHUZJNJgg9OvJ4oEGADnaB+FBLD+EYp2C30pAoIGc8GgBA23oR+ApWMjc5I68UrKATjGKDwpwo70AQkv8wGaY4bafmYd6kkLseBgZ6ZxUDliQN3b1oAaSPLB28+9U4z5szv78VPI7xwMc544z61Fbr5ce4/Wuau9kdWHjuxJJQnFZmp3Gy3ds9qg1O8MUwPQZpNQiM1ixH93Nc50nF6YPtvimEEbgr557V3GuwfafD2pxBfmNtIRz32k1x3g+PzfEU8g5CAivRfIFxFLAoH7yN0x9VIrrpL3Tjru8j5nfrUVWJl2NtPUcVXzzWpzijrSk00UtAgopKKBgTSZpp60UCHA5opBRQAZpCaSkNABmjNJS0gEJqI1IaZ2oAeg6CvbvgBYkX2tXuOEijhB+pLH+QrxSHlwPevor4E2hi8LajcH/lrelf8AvlR/jQB6qeteQeNbQaX4za4UbY7pVl49eh/UV6/XnfxUtM2djeqDujdkJ+vI/kazqK8TWhK00VrS5DQgHHSrH+szmub06eRrVTntW9YklBu61ynpWKmpxYQcfSuF1tNupu/aRVf9MH+VekXqB4DkVwviC2IhSYDJjYqT7Hp+uazqK8T1MpqqFdJ9dDnyKZg0/PFJXKfVjaMUo60MaBkEnANVzyanlOc1X71SMZbjsUhFOxQRxTFYiNJStxTScUGbHp1rr/Db43r6rmuPjPzZrp9Bl2XCA/xDFNOzRjWjzUpLyPQvC03leILfnAclfzBr0zrXj2nXX2fUba4zjZIrfhmvYQQRkd69Gg9D4PFxammOooorY5AooooAKKKKAENcFIRK0p65dv512l/OLaymmJxtQ4+vauJUARnFYVnsjrwq3ZqaYnl6cmOeW/AZqQ/ezTNPBFgozn5m7e9PZTn29K3p/CjKp8bDGTnOfrRg9cjNJjt2+lO2tgHAqyRSP9rFKHI5AyM0gAPbOPak3YOMUCHqzOvTB96TuM4z0OKRAck8CjdwcEdeooAfwQBkD2pjgY5NPwo7ZOfWmMSRjBH40AR5P4ZzzVd88YwKsMdp5XPvmoZCG3YU0DKV42xACfvHNJG4aDk9qrX8h+0hCc4UUsTHyzjvXFVd5nfRjamjH1KMPcYfJU1Br186WcdlCcHyt0pH8quaicEH3rmbqUlnZiTwQahFjfAgP2u7IGCF/wAK9M0hM30IJOC44Ned+CEPnXbpkfh716PooLalDn1z+ldcPhOGrufMepoYb6eM9VkYfqaz+9bHiBNmuX6EYIuJB/48axz1rQwHCikHWloGFIelBpM0CCimk0maAH0maSigBc01jS0w0AGaM0h6UnNIAzSGlxSGgCxajMqj3r6r+FtiLH4fadgYMxkmP/AnOP0xXyraf69a+vPAzB/A2isF2/6InH4UA9joK474lpu8KHjOJ0/rXY1y3xBi8zwlcH+46N+uP61MtiqfxI890P8A490LdPSuhhHz8VzejMdijFdREuFz61xs9RsLl9sRrlb6P7TFcQjkuhwPccj+VdNdEbCPauck+S6V/Q1LNaUnCSkt1qcT2oxU91H5N3NFjG1yP1qGuQ+6hJSimuoAcUx6fUTmkNkElMVaVzlqBzVmIYpDT+1NIoGyFutNNOammmZMVPvVt2LsjRMvZhWGvWt3TBuK+3NJkSdkzqYZQ5z05r2HQrsXmjWsxOW2BW+o4rw61mI5Jr0jwBqnmCewdv8Apon9f6V3UXZ2PisdDmXMuh3dFFFdR5QUUUUAFFFFAHL+LL0p5Foh5b52H8v61hxtlKdrs/n69cnPCEIPwFRwj9371yVHeR6dGNqaNnTG3WhHdXNSyf71VdLYeXMo7MDVxlzyQK6qT91HHVVpsYAO7flS7m6Ckx15waULjqM/pWhA7fjjJ9OaAdoOB+NOGOeCKYXOcnn60AOIJXqc0z7hGOvYGnhgQTk9KCM/XpQIQBiD0zTHDLyQSfpTgoB6sAPQdaRgf7zEn3oGRbQTlgc4pSPlYE8Z4FPCAHOR+NIcue2O9Azm7o+ZqEmPXBqwBtXiqisDdP3JJ5/GrgGQK86Tu2elFWikZuoxlkO3k1yGoHYjk8V2l7xmuH1l+v1poTN7wTb4tbiXAwzACu/0IA6lH7An9K4nwcMaJk5G5zXd+H1/07PXCGuyPwnn1N2fM3ir/kZtUH/T3L/6G1YZ61s+I5PN8QahJjG+5kbH1c1jHrVmQCjNFFMAoxRmgHikAhFNxTiaSgBMUtFFACGmkU400mgBtFFFIAppp1NNAE9qcTLX154DZW8CaKVPH2RK+QYPvivrH4Yz+d8PNJ5yURoz+DkUA9jr6xfFkJn8L36KMkRbh+BB/pW1VPVE83SbyM/xQuP/AB00mEXZo8h0mPacZziumi+6PpWBpy4biuhjHyCuJ7nqla7GAT61z111PrXTTEY56Vy97HskZ0c4zgj1qWaROc1lANQZh/Git+mP6VnVp6z/AK+E+sePyJrNrmn8TPtMDLmw8H5IaelQvUzHAqvIetSjolsVx96pQOBxTAMmpBVGaDrTT0p1NPSkgIWFMIxUj1ET61RlIVetb2l8RufRTWADzW7pp/0SY+39aXVGVV2pyfkacLcDHStzQNROmaxb3OSFVxu/3ehrCtzxVxMqwPUGuhOzufLVY80Wj31WDKGU5BGQadWR4Zuze+H7KZjl/L2t9Rx/StbtXendXPBas7C0UUUxBRRSHgUAeZ3ZMmr3cmTkzNj6ZqzgJEBjFVEzJcySFshnJ/WrEjDAxXC3ds9ZK0UXtHyZpxngoPzzWofwrM0TLLM4HVgv6VoNkge1dlL4UcNZ3mwBBOSaafbP50oI6E4NK33uCT+FamY8cgA9KR0UKSTilBxgEU48k88DrQBArYb+8ParA6ZIPrxUXA6Ag+wpfNLA5JPbGKBCugB6Hp0pisuT8p/KpeSew5prqOOM4FACZGecY9aOMHn8jSgHnOAOmPSo3QnowA7gUijkociZiTzk1oxAnFZsO4ztnpk1qxjCk+led1PTWxnageGPtXn+tPjP1rutSl2QO3evONYuPMnEYPfmqiTLRHoXhHjQYDkDJJ5ruPDvN23OfkJ/UVyHh6HyNDs0YYJTP0zXX6I3kx3U5/5ZxE/1/pXalaKPOm9z5Z1l92q3R9ZX/wDQjWbVu/bfdSv/AHmLfmaqDpTuZgKWiincBKKWm96LgBooNJQAtGabSGkApNNNJRQAUUUUANJpM0uKQigCSJsNX0t8E777R4RmtT963nJ/BgD/AENfM6cNXvPwGu1Mmq22fmaONwPYEj+tAHtlRyrvidP7ykVJRSEeQWS7JWX0OPyrcT/VD6VRvoBZa3dwkYAlO36Hkfzq1G2Yj+VcctGerF3SZBKd+5c4yMVzt8GU4PSt11zlTWBqDMshUioZrEwtZ+/b/wC4f51mVpaucvB/uH+dZtc1T4j7HLv92j/XUY9VpG6irDnrVRvmNJHVIVBTsUAYpaZCQmfyptLxSUgInFREVOw9ahPWqM5Cd629MP8Aocv4fzrDrY04/wCiyge386Fujnr/AMKXobNuvAI71cDYXFU7Rspj0qwT8x9K2Pmnsep/D24MugPGTkxTEfQEA119ef8AwzmzFfQ+hRv5ivQO1d1N3ijw66tUYUUUVZkAqKZtsLsegUn9KlFVNSfy9NumJxiJv5UDW55zG3IIGBT7mXaM1HEvAXPI6mql1IeQTkVwHsHS+HiDZFs9ZTWi4AbAIFZXhiQPpWQRxMw5/CtaY4YjAz7V3U/hR5tT42NCk84pCduMDNHY5zQAMHHNaEEkbjGD1pxyepxmo0z3/KphnjOD9KBEUiEknn86i+YHndxzzirDAkDB6+1MYHdwufoKAFjYkYIwO1OO3PJOemabkDkg+2aecbchcnpmgCN2zwD17ZpgQ5OR3p/PYLQEbcBgelIDj45RHeOmOd5rRd9sWR3qgqE6hKdv8bD9avTLiEE5+lec9z1o6owdbl2Wx964O3tH1LW4oF/jcA/TNdhr82IyDjAFU/BFgZtUnvCOIk4z6n/JrWkrsyrO0TuYVCBY1Hyr8ox6CtC4uTYeD9dushWS2faffaQP1NUYlIkPHQ1H4pcR/DjXyGwTGgBPuwrsZ5z2Pmyf/WEelQnipZm3SGojSJAUtIOtLQAUYoooAaaSnGm4oAQ9aQ0p60hoASiiigApKWigBKKMUGgBF616b8GtUFh40tYWbCXiPAfqRkfqK8yFbnhy9ax1WzukOGhnSQH6MDQB9k0U1WDKGByDyDTqQjh/GVnsvortekqbW/3l/wDrfyrJtmJT8K7XxLa/atDmwMtFiQfh1/TNcPbnacVzVVZnfh5XhbsJJlWJrn9SIMoNdDcH5cjp0Nc1fn95x0rBnXExNZ/18I/6ZD+ZrONX9WObtP8Arkv8zWeTxXNP4mfZ4FWw8PQhkNQgVI/WmihG73FpDSmm0xMQ0lBNNzg0EtjHOaiJ5p7E1GTTMpMK07J/LtZD6kD9azB1q+ny2Y/2m/lTW5z4h2oyfkbNnLk4z1q/nDCsK0kIIWtkMSoIrU+cZ3vw3LJqd4mflaEH8m/+vXpXevKPANx5XiKNd2BLGyY9TjP9K9Xrso/CeNilaqxaKKK1OcKx/EchTQ7hQRukwg/E/wCFa9c74umaOxgRBkvLn8hSlomXTV5pHHHeqsO/fFZV3IdxBrVmkcW/zDa3cVgSvvlJJri6nrHYeE5AdOmXP3ZeR9RW66k844rlvBLF7e+f+EyqOvtXVsMqORXdT+FHm1fjZCff+dGQOSR+dOwg6DFID82MA++KsgTcSenHtU6MOBkZ+lRZHIp6EJztJoESYOQO/sKQowX3PrQGVgSc/Sn4zyOn1oArFWB6598U5SMYYE+3SpgOMdge9NIOSSOnqaAGBAeFUAZqTleM578dqaGIGCR+FITuJYk46UAcmxaPWLledpcnNSyuXPJ4Apl1Iy6tdp0HmHFMkbahz6V50viZ6tP4Ucl4hl3SMoHauj8J2ot9E80jmV8/gOB/WuU1Z/MuivWvQLKIW2mW0A42xjI9+pregtbnPiXokTwkM7Zrn/iJfC0+Ht1EDzc3MUf4DLH+VdBbj5mzXCfFe6RPD1hab/3j3TyY/wBkIB/M10s4nseOsRuNNPNIx5pQeKRIdKMig0lAC5FGRSUUAKaSkJxQWoAQ9aSkLc0ZoAKKKM0AFFGaSgBaQ0tIaAGGrdnIBKAe/FVDT4DtkB9KAPs7w1di+8MaXdAg+ZaxscHvtGf1rWrhvhLdtd/DvTyWBEbSRr7AMf8AGu5pCI3QSIyNyrAg15hIptr14mHKOU/WvUjwM15ZqV5Heapc3EQwhmYDHfBxn8cZrGtsdeETu+w67B8sEdO9czfEMSMjcDW75pY7cZFYGosqXJIFczPQRi6r/wAfij0iWs9jxVzUiTenPXYn/oIqix4rll8TPtMJpQh6L8iM/epKKQ0I1YhppoJ9KbnimQ2IelMPWlLUwmglsaxplKTzSUzJj0GSK0JUItIyOxNUYQS1dfZaK954Vub5BuNvMqMB2BHX86qCbloceOmo0HfyOcifa45xWxbTkhQehNYsqbHOc8Vas58DBP41szw2dz4ZuRba1ZSt0WVc/Q8f1r2mvALGfZIj56YII7V7zazC4tIZh0kRW/MV0UHo0eXjo2kmT0UUVucIlcd4uMkuoWsSfdRCx47k/wD1q7GuJ111l1qYbvuhUGPp/wDXrOq/dN8MrzOW1WUw7hu4xisVn/cNJ68CtTXFGxSD944rFkyyRxLk96wirnot2R2PgZf+JNM2eGmPT2Arql/1frWZo2l/2PpsFu3ErIJZB6Fu34DFai47En3NdkVZHmTd5NjQFJIPTHamnbnJHHpUgUA/LQx45GKoi5GpX6ewpSeck8UpGOduBSZ7+9Aajgwxtzwaf3yOABUW4ngEA/Snbz0I6UCJCxHAPvzSMMZ5pu8sD0Hp60pJ5IyeRQApbnH86Q4AwWP5UgQ8nJpsgyw5PvzQM5e+X/ib3H1B/QVVuJCEfjgVavdy6rNk9x/IVm3xcI7jgEcivPn8TPVpfAjnkiN3rUUfHzSAfrXocjnd8q5A45FcV4bj87XlkYcIGauxdgW45rqorS5yYh+9YltT80nrzXjfxRunbxAkBbKpCuB6ZyTXsMDEJM5PTIrxT4lnPiYn/pin8q1ZzS2OKpc0meaKRIuaM0lGaAA5pKM0ZFAC0YpMijIFAARTaGfFN3UALRSZoBoAWiiigBaQilpDQAwjFLH1oJpFPNAH018DJfM+H7R5yY7yUfTIU/1r02vG/gBeh9F1axLDdHOkoHsy4J/8dr2SkIytf1EaZod3dZwyRkJ7seB+teSaXMZoWQHLI+cn3rb+JeutJdrpcTfuocNJj+Jz2/AfzrmfDsm67uV/2EP864qtS9TlPpMJg+TASqy3dn8r2N4btrEjBrBv08yY5NdHNhF9TtzgVzl2rG4bI/CkcyZgakSb9z/sr/6CKoNWhqmBfMMYBVT/AOOiqB61yT+Jn2eF/gQ9F+Qymk049aY1M0Y0mozTic+1MbimZ3Gk8U0mlY80w0GbYGkNGaTNMksW/LV7N8LLeK80LVrWZQ0Ukiqw9iteOWw4Jr1v4QXQ87UrbPLKkgH0JB/mK1w/8Q83OE3hJNeX5nDeKNGk0jVLi1kHKOcH1HY/lWDCcH3JxXtPxN0P7TZpqUSfMnyS49Ox/pXisqGKcqfWtZxs7HiYep7SCZ0NjKVCgkexr3Pwrc/afDVk5OWEexvqDivArNidi4G2vZfh7dLJplxbDjypAwHsR/8AWqqLtKxhjY3jc7Oiiiuo8sSvPp5A2oXE5wTJIxH0zXc3s3kWU8ucbUJH1xXDJDsHPLdz61jW2R2YRatmfqdml9aOqHD9qzfBOjS3viV47yMhLXEjAjhhnj9a6B4wT0wabb3s+mXXn24BOMOhH3h6VEGrnRVjKUdDpNUJ/tJhnoq1HGRt6E+tZ0OtQareyyx5AOF2t1XA6Grufrg9q61seda25KSFzgdaTdke/wBKjzninKNnemIUHIPc+9IY887qXcfx9aXJHGQBQA0ggcCkU5PQflTs55x+lKG+Y4yKAFJIGMfpSYY8noeo705mIwQwNIuScjHPWgLDtoA4OB7moHz2PJ77anIYLyR+VRkjjofWgZzlwN+rSnqAQP0qrqMBa2cqM5XkU7zW+1O/cyN/OrEqGWFiOpBBFefL4mepT+BGN4ViCXdy/Vdn8zXRMfQ8VheHVeK4u0IxgAfqa3QAOh5rspfCcNb42JJn7FcMBjBBrwjx1epeeI59hyseIgfXaMH9c17zuG143PEg2mvB9e8La1BfyySWEjJI7EPGd46n06VbMZHLUVf/ALFvgcNEEJ6b2C/zp40LUScJbl+cfIwb+VIkzsUhrZXwvq7Hm0KZHHmMFpw8KannDJGMccODT5WK5h0V0Y8G3x/5ax59BT08GXjEDfyecY60+VoLnM0fhXWp4EvJACrNz1BA4FT/APCu7/yt+8/TA9aVhnEtj0puK7uD4dTzCw3XgVrpdzKU+5ywPfnp+tW3+GkEcssR1J2lUgKqoADn3osB51ijpXcnwPFFArS3PmMTyYjwP/r1JF4FtyHZ5m4IAGetOwrnB0V6JD4CspIi2+QEdBu5NS/8IHZRY2xyTEDP3jg/lRyhc82or0O58NaVboGOkXahhjE7MMHj+Jfx/Ss7+xvDzFCftKcDIE3Ayfdc0WA4simAndxXfHR/Cm3Km7fjtIQR7/dqBNE0eTYLWxvJS3BYhzg/jgUrDOh+BmovB42e1Ztq3Vq649SuGH49a+iLy6Szsp7mT7kSM7fQDNeC+A9LsdG8a6fdSCNNu5GQuXEZKkBi3TJJxXqnxHvXsvB1z5bbWmZY+vYnJ/QGok+VNmtGm6tWMO7seK6pqz6lqM11ITulcufxNavhZi97cY5/dqP1rj2kOcj1rtPAlu0kl5OQdg2oD79a8uOsrn3OLcaeDcVtovxR1RiCRF/Xpk81gXikXZJ6Gt+73JwFJTHX0rnb6cyTYxjFbnziMPW4it1G/Zox+YJrLbmtbWJNwgz156/hWXXNU+Nn12Xtyw0b/wBW0IjTTinMeajYkjipudDI260w0/HXNNIHaqMmRt1pvWnHrTT0pmbGE80hNFJTILtmeGFepfCAqNYv1P3jbgj6bhn+leWWPLke1es/B1R9t1ZsDIjjAP4tV0P4iODNn/scv66o9Rv7OLULCe1mGY5UKmvnHxNpsmm6tLA64KMVPHoa+l68m+LOlBbm01BV4l+R8D+If/W/lXdUjdHymDqcs+Xuef2En7sADLV6P8PLtoNYMchAFwhUD3HI/ka84sYiU3EfKG/Ouj0u8lsr6C7RgfLYOAPUVzRlaVzvrx56bR7vRUVvMk9vHMhykih1+hGalrtPEMnX32aYwz951H9f6VzcIzye9bfiaQiC3i7M5Y/gP/r1hyN5EDSHJCjoBmsamrO/DL3CKWREm2k4pGgRwW7+lc5PrFnfSMI71EdM49Qe4INaWg6kL2zkR5I5JYG2OydCO36Vknqdri0jAjvH0fxfEjMRDdEr+I6fpmvRYzkAg5/pXn3iexkleG5hX95byrKmehHcflXeWTmS0iduNyg811U3dHm4iNp3LJzyFGfekBwOefpSjD/db9KeFUdd31ArQwIlVwxPB9AaUhTywHvzipVVTycmlKRsMFV/GgRGACAevtRty2cH8DUoVQOI1/Kl2E/dG38KQDVjJOeefenGLjGT+dPVHHQt+VO2Mf72PXFAEXlY6nkeppNnPUflTm+TBeRV+rAVUmvrGHPm31qmOu+df8aYXOcmjCanLHxgSHGKuIu00whGu5JgQwdiQw6Y7Yqc9OK86XxM9WHwooKiW1+WOAsgwT6VfKHdgDiqNwm889qyL/xQ+iWyqbMXDZKh2k2hfTPBzXVQd/dOXEQt751LQglclVOMVzFzfyQai6GVlUt/319K4nWPGWvajd24hvxZRtIqhLUYzk4ySetdZqIXy4jcoSV598+tdDi07M43JPYsHU54zG00STKTyQgyPwqtcXsV1tZSit12g4IH0qCKYwXPlXKlk6xyDgEY4BHrVmWKIgsqAkj5T6U7CMm4hWSRzne3QfNWZIksMm1WY98Y9a17nSonkLA7Ov3Sayzp7oGZLmRT2yc1aIJ4RI5SRR84APArW2hEJCE7eQcVlW9vdRrgTxlsY+YcmtW2urqOL97a7ypAAQ5B/wDrUMEXoIlMIdgeFzV7f5MJk4IAJrJN4ryhH81PqvFaSoJ7fEb8nkgdqkooA5uNOZSFUwFTxz989PfmknnSLV7psqAig9O/H59aZd5t7rTEYf8ALM4J4J+Ymsy9mij1KZXHLbX3t2FAAFeSIBvJAUnAjU4xkj8TnrRK0scjYQMMA9e9OSKX7OXcuSEZhvxwNxwMDoMetQm7j8yPB3Eg/cPOcd6aEy19tljiBWzcnnJXmpYr2GWT94kiEY4ORxVBNVVdi7s9sZ61MuoRyKQGVWDdDQBf32EkgAlLDPAYmmzTW7L+9SAoAR0HX/Go4L23K7GERcdemc1Olzb7cgAJnnaO9KwypHO7Lst7SNOOpiGcVm6rPMSyPKvHG1Oh5rZurpzJHDFwXYL83YHvWD4ggls73yJFU55yowPb8aQxun4jkiyAdzLuYdcZxj8zW9448RTXuhWFjLnzIs+af7xHCn8q5lAYI1fcVUOjMSegDA12V9pEOp2L21yNj9UcDlTXJib7LqeplriqnNLoeb6ZY3Gq38dtbrkv94noo7k16/pWmw6Xp8drAMKvJJ6se5NY/hLQP7HtpDMUa4kc5Zf7o6D+v411AXiueMFFXPRxmKdWXKvhRVuRvhZScA1y19agS9+vrXVzjCHjiufvHUucDmg5kchqxxfGPsiKB/P+tUe9aGtRldRLdnRWH5Y/pWca5Z/Ez7LB29hG3ZEbdTTakamVKZq0RlsDGKiZvapivpTCneqM2mRAUxzgD1p0jEcAVCVbrTRjLTRCUUuDSYb0pkWZZtCVct7Yr0v4Q3BHiS7iLgB7Unb/AHiGH8hmvNoAAnNdt8LbsW3jaGMxF/PieMEfw8Zz+mPxq6L/AHiOLMoOWEmvI9+A6VxnxKhSXwyjMQNk6n9DXZ14v468THWdbNjbtm0tWKjHR36Fv6CvQm7I+Nw0HKordDnYIgkAVeuc1cWMrEcdT2pkEYyMmtKOPdXEezKx7Bojq+iWDL0Nun8hV+uc8F3Jn8PRoTkwuyfh1H866Ou+LujwZq0mjl/F84iWzyP4mP8AKqELrcw/Kc5FaHi208yCO65ZE+SRfQHofz/nXMW0klk29SWgJ/KsanxHoYZJ01Y88+Jnh24hkGpWtvKoHErJzkevHNejeFPC7aD8PbASJi7Y/abn1+ft+AxWpN5N/aEMAVIwax72/wBTu9MS0vr7yVVQH8g4LY6bm79sjgUKStZlzpznNSiSX1oLm3Z3n2jBwqDP51g6X8R9L08vpV5b3XmWrFBNEgdZAOhxnINc14n8U6npto8MFxG4YBRIV5JrlNHWSS43yZZzy7HuTW+Ghzs58dUUbLqex3HxI0yKFZLewvZg/wBzIVAT+JrHl+K9zJhYPD4VmOF824/wFYM8abgOMRR4H1NVltmeWNSm4IvzZOOtd/1eNjzPayOhb4h+IpsiKx0+LnGSWf8AqKqzeMfEsikyakkPosEKr+pzWdkRKNuFx04qs5L54ye3rWqoQXQz9pJjNR8TeJhdwOmsX32edQjbZP8AVyDqDj1HIqV9X1kIvmaxftu4I+0N/jUNupgkkBVSkgxJG3c0yS0Fxn7JcqwHO2TPH4/4ipjGMHZoptvYsG/vNuft102cAZmY/wBacbt3HzXMhz6yN/jWe8F6gJW2d1HLNGN3H4VGsrgHzISo9WBHFWnHsQ0zY85GQ4AIzghiT/OlijgdgoRdxOD8tZBuOQyyL+dX9Ln83V7SAcl5FHXnrz+lEmkrjim3Y9TiQblQdBxVt1wmarwD94SOgpl9dCOMknAr56Su7n0UewmNylh0rkvFVsxsHIXceq4Gec5/xrZ8Pakblb2zk4lglP4oeVI9utUfFqOLFiM8Kx4+laUXaaJrxvTkvI88traSXVLMPA+3zlz8vHBrurzeEVZDlu+a4zTYwuowMc/K2RzXY3w+0XDbAfmIAAPavSq/EeNT2FtpYriJc5OAQpK89alECKXYSFQM8MflFZrobe3+V2RwS2DjGfakN80zMmANuDtJx6VBZDeXF9GwGVkHbbxn61Wku2TbvhmBJGeAame4Lh5c7VBGQDjHvTRLNvVmCueRweSMU0Qy5Dd2pJV3dMdcritG3kjdVEcowfQ4xWTHKH8wPGvK459KlU27gkqB1+bOCf8AOaGCNWOf584DqwPJ71oO8PksQgGE+XHBz7VzkUMYBCyEZOAd2au5kXnduwMde3epKG399FILCVlcuInCrj7pDYrnWuEudenZMszY2qynC+tT69MbDTrBQ370NMQB1ILE1zFlezxXUpgdAXTaSx5UHqaAOuuNYhtoJIrdoI0aQiY53PITzz6f/WqvutzBC0LZJPYH9RXOaeomnhgXDbpXBJGc8ADP411EFnthBBUEAHGen0poRGtqskYMgHynsOcDmi306IEsMr36+tWnAUkrkADcD6j3oTeJEIUNnk89DTAjGnbTu3hVY4BHtV6E73YON8YOSF4xxUc8jMBH8oCfpzVdJDtaMvx3weoz0/SkBo6zBaWt1FJYbyZVD7nyQCOnPvWLqd293KomTdPgFpsYx7Y7/WpbqdpT5pZztGF+bOMDtVOS4XIZhjrkZ6VJRSvbhI9PcsSewHryOterPskgWUAYZA4PsRmvGNTm83KqN3972GcV7NZBH0K0dclTapg/8BArmxCvY7MJKzY+Bdi8nmrNvIJYywOR61nalP8AZ7N5P7qk1R8H3klzoVtJK2ZHQsR6ZJOKwud3LZGteyqkDZHXiubuSOmfmrob/PlZPrXO3eDcHHbipaGjC1tADbvjkhl/z+dZBx6V0eqW/n2sPzhAjMSSpPb2+lYsdp9oneKGZGZd2AFOTt2/zDZ/Cs5YepN80Voe9g82w1GhGnVlaSv0fcqFe+KaR7VKLS4d3jMkauvO0qelWorBPOMUmdw9TjP0prBVOpU+IMHHa7+RmtkdqhkY+oro20618tdoUSHAKkE80klgYyGQQHnvGMVqsFLqzinxJS+zB/ejlXOO+KjLJ0Lj866M2nytm1jBUYLk9Tn9KyJbXE4YwlQDzjkVawS6s5Z8Qt7Q/EpbkI+8KMoFyWAHTJNdFZWYdUKhShNTa3BCvh65KRpnjGB7in9SXcj+36n8i+9mRb2UrEBkKZGcsMcV13g+CbTvFWly2/IedY3YEZAbg8emKrXULmOCRSCQu3GO/wBa1fCEgbxPpvmx4l88c4rWFCFNXW552LzOtidJOy7I9h125kstA1C6i/1kVu7L9QDivniwVml3k7ix6+pr6B8URmbwnq8YJBazlHH+6a8E0CFpbeLP8K9frWdUWC0bNVP3boDjmtdcKB06Vyl5qSpqwhU/LCMP7E10MM3nImOcjrWFjuZ3XgK4G6+th0ysi/yP9K7bvXm3gaQw+IGj7SwsPxBBr0muqn8J5OIVqjGSxJNG0cihkYYIPQiuFv7FtGvGiIaSzkGUJ5IHcH6V3uOKpajYJqFq0TYDjlW9D/hTlHmQqNV05eR5/P5lkhliJMJGeOcVx97qU9xK5wcA4GeBXXX8z6U0lvIpQ52+WRk59vUVRvPBc0fhzUdY1NmjlWLdBbocbckct7+1YRg5Ox3zrxjHmPKtYlS9ukiyW8t8k9s1dtIVh24AAJHIqpbWm64AAACmtOdgMKhHHpXr4emoRseLXqupK7Ld1I4Z8nlmGR7VNnIJ2HceQ3bGKzLy4/eru+7IAwxV60dJLYHPbHvW6etjEZLuYYAJz+VJ5U0rYHyimzXq24yvB6ZrNOoXMrkRDHv3qnJE2NQWao+8yEsOpJ/z6UNbo6/MNxxncDgioIxdIm6V+vbFSq7EZypbsfxpj2EgsZY5AYbgpj+8c9qsQJcwqo/tOMhW3HepB+lKszgEFRUTqHQZBBzk5OKnkTHzMmaO5fk/YZSc4JYdO3UVc0WB4ddtpWsYVVZBtkVlO3g+lYb2hkXg8ZySKnif7Agk86TIPHzYFRKmmmi41LNM9Tt2+8M1QvoXvdW0+y8wpDPMEkKjnHtVPw1rMWs25kVh50REcoHr2P41d1mSbTZ7TUYQG+zyrIydyAecfhXhyi4S5We9GSnDmgdDceFdL0eJryzgZZztR3ZyxK+np15rmPEcKzW7L6qQc+hrrv8AhKNH8Q6ZPHp19HJME3+UeG4wehrmtUjVojkFiVOMDNOWkk0Z0Lyg1M8piRopsk/vFYDp05Ga7bSoFudUWJnLGXdtUEDacE5zXJXcbLdTN0J+bn14/rXZ+FVVtVgujtKj5CPQtx/P+dejUd2n5HlxVropuNymKQESxkKytwc96iubMTL5gwMYxjr16VoeJUtrnXpRBGUZAoZ14ywFZLTXcK48xHHfPHFQiil9kIfY+Tnt6ZpHiUSoVOFA24Pfmh7mZgXMLBj27mozcMFRvKlyexXpjtVIlo044FaI7Cqe2Cc/jTVhLI2M8k5GMVWi1D5FAhmyAeNvNXLe+zFk285bP93NJiQ+G22Dcvds/SrCKIkKn0wecUq3asrAQyBh0DL1pDMz7R5LHnJA4qblHO+Id8g7blifYx6jo3H/AH0fyrmoEkZ2t40BY4QgHLEV3Go26TmdVHzPHhBjkEq3+AqrBYLZT+dIiIzop4XoSMnmpQyullDYuG2bDjcT3z/WpWn3Aqeg4IB6ircuyUo20ZwdnfFUo7OJ3GSTk84q0IlFx8iorAgrt5qzHPGsiBzuPTHt/kVBFpahsq5yvIyai+xsB/rW5PIxnH0p3EaDtAxfbIMkdCKrSqFZuNx4PA6VAls/mfLK2Rxg1YitLtOshVumGGcj3oAYQuADhQKzbjaEbdjH8We3+Fa1xZySOxM3LH7oHasy9tERASSf4TxQMwWnjxdxtGD5iKobuCDkV69olxu8I6SAcl7dM/gK8dvVBkITjDhTz14Neq+GUlfwvp7hdyR2+OPXJrmrI68I/faNGaP7bdWdsDzLPGv/AI8M11PiC1tLV7cw28MUsjMzMiBSR74+tY/h+0+0+ILeTGVgUyvnscYX9T+laF9qMOsXAkiUiKEMqserc8/hxWC0idVS8qyS2Rz+qXKxwHJ57VzYkLksec1b12ctP5SHo2DiqkUXA3HA7/SpSudN0ldjLl9lvubIwwcY6gCubutUB1QSwJKH+VmDYbI5Q8Drww/Kt1ppfME7sRGxAAB4x0xjpUWpT289tbMFzK4ePcRyMqfbrlRXfGPLGx4tSfPNyGIguVcyjDqRkbcYz15pz2KIgdSy9tudwqNTtmWV52HmKCu1ex5/yameTdF5Cl2BySxNaGVyuLVYmI+0OC38J5X8RTzLc2zfvYllTAIdRz9MU13EpzljkDbj1qxFcpIAjsr4wSCDkfjSGRtPFKhAwGPVcf596zbtQ0oWAgnOOD3rXdYg+7Zn646VkvZwSz71Ro8kFcGgA0ec3CzRxr+9T7yZ6+v0NXtRhE+hTBAQSACD2JIFYWgSeX4ju4gxOJGAJ+tdJqt1Et9b23TA86Qj+6vI/NsUr3GSSlfsXmA5Akf/ANC/+sau+DZVn8V6cpcD96Dz7Z/+tWNHdRvavCrct69cjr+prX8I+RZeJ7KeZSY1fnahbBPAOBzwSKT2A9X8a36ad4P1OZiAWgMSg92f5R/OvH9EjEFoV4yFrtPjFdSR6RpVquSs12WcDvtU4/U1ymkQGaS3gUfPK6rjvyRXFVu2j0MKrQcjf1f4ZaXY6Ffam99emdYjPjKgb8Z9Oma5rQ4vLskDszHH3mPWvRPiNqMa6QukI7ebekZCnGEU85+pwK4kwx2VnGiHLHjFOdk7IvCuTi5SNLw9fC38U2WCcNLsP/AgRXrleaeB9CNzqH9pzj9zbnEef4pPX8M/nXpdXTTscmJac9BaKKK0OciaGJ3WRo0Z1+6xUEj6GsjxeN3hLUx/0wJrbrG8V8+FNTH/AEwanHdA9j52twd7HPJqu7tE+ScjPSryptkxjmqV2MTHPSvTSsjk6izAsI2QkkHH4H/69X3ZrWwij+XIXkge9ZkFx9nZkyAG45Ga0biRZ7GLYACMq3se1SnqMzYrebUJyoBwOSfQVvWtrBajaCrMe5rnbi+nt7y2061T5nTfIw6k9a1I7S6fAaTDfWqhJXFJF+WNGyN/Xn8KhMMaKGU4Oe1V3tXRv9aCcetI0O4AFtxA9cVpcks7goA35HoRTGm5OB2xTRCpYL0Hp1oEYLbtoIBpDJPM3KScelMkBYYB4xxnmlVDyBjI59qfGhaZQSMdc+g60AS+Gb3+y9ffccQzkQt6AgDB/M4r0fVP9I02TC5YKcADJPtXlMahkZyAWYFj7Fjn+WK6nS/FaLBHbXZdGUbS+Mgj37ivNxNBz9+J6WDxEYe5N2Rxd34dmt7jcsk1q5OckHAHsRXp9prdrb6JDFe6tps1x5YDtHP1I+oFMeKC9g3xyrtYg71ORXOazoVqqSzC3UMTuzk/0rhvrqepyqWsWZl+4u72eZeIjGQD2I9a3dNhEEttIh5jcMSeeO9c7ZRPDaXlq8Lq6KXQEHDA8nH0wT+NbljdMB8uMOBkEV2uSkk12PHnFxnJPua8SQuQAOGycn35OaguLGOMMylWyf5UBmaIqVAOc8n1p0dssig5cAHs3emSZDW2xwWXr2z0NSizlUc4+Ydh0rSjtCX5fK5HX0qwdPaTapncYGSV4piM6OFCDgYBpjMkaklwB35q4LeGGNkIdsDqTVCQksQIwFHHTk0BYkjukZGJDMMccEZqGaZ8MdwUY6mkeWTGxMkkdMdKxNRkYI3mybivp0qQGrcNPqJ8ljKYQpYqhIXr19Kt3N4WaJWQspjUcn0Ar0P4M2EMXhi9vgoMl3dspbHVVAAH5k1l/E/RI7C+ivoIglvcrtYIMBXHsPUY/I0k9bDOKRo3lIxtJI/Cp1spElOyVsdgD1rKEaBlYknB9egrTtL2GOMeZgMD19u1WIlWS4Q5VBL8vrgg/wD6qct0ySeZLGQmcZH9astIqOrn7rLSgIQxQA8cA+lAiGKVHutwHA+YjHGKuedG7DLYJzyOc0kcKbQVjG8jBOac9uBGhKYPTOP50wJnzGodTuGDXPaxOTFtwcg/nW21sUBCHKnp+dZV/aFgxbgA0DOQiZt940iKSQNpK5wa9P8AC18YvC1rELhYh5RLg84GTzXnV4vlSMqjgnn3ru9Gjjh8N2Nw6AgxAMe+MmuWs7HXhPjZsaBr2oWruLWSMoz7pC0ec+nPWtK71EJBNPhEdyWKoMDmqElpdQ/LCkRjP3WQ4yPxrH1KT7Gu+fzZGPRIxmudts9H3L3S1K/M1wXPPOfxpl7di3uI7R0wJU3bzwDz0H8/yrLi8ZRW2oxq2kyGIZBLONwPqB0qxq+qrrM9syQuiJJklxjPtxW1KLTTscuJqRlFxTLEsqCEqzruK9W9+lZ763BbWZgOCY28xQR1wwbg/galuUi84uodiVwyr1FUTEJTKskauxIODgnGcHkj3rtPMuTo1vd2yxq4WSBimF67c8H3GMVM0QtVDrI+/oc+nTJ/SsfTc2V8ke4gSKpb5sbWDFcemMYrZvLtnlYyxY3nBKnAoQdRpDGPcwJy2Afp1/z70ixbLjeXwCpycZBPpSC7t0UZkAj4Kh/84rQ/dC0gk3RFZAxABGSOgwKGBizSSxF1Q7weenPXmkt7lluCMFg2OvatOSERzFdmMccjBHvUJsVR1YZ3bsZxSGZ2m6Y1rqsnzHIYup9jzUF3eljc3YYF7uTZAPSJO/0J/lV/VtTi84xRH5UXbK/+zzx9T0+mTXO2yvfXMlxIh8s9T1A9FHtUjN7RlZ4ZZmwQoCDH612/gAb/ABbZcj5UkPH+7XD27rDbqkeAFPFd38ONj+J4GU5Iik/lQ9gM/wCJviyO68TJp67DDprkBkyxZ2A3Z9MdMVl2PiE299bXVnGHkhIcb0wp+tdl4m+FgLz3uikSSO7SNbynBJJydrfU9D+dcRHYXtq7QzafOkyHDLIpGP0rjne56VCdPk5TWu9Zn1rVf7RvCiPsEaog+VQPr9afEXu5twBZshUUdyelUItK1OYiQ2kpTsscTN/Su/8ABfh2Y3Qvr22eFIf9Ski4LN/ex6D+dSouTLnVhCGh2Wj6eNM0q3tRgtGnzEd2PJP51oUtFdJ5bd3cKKKKBBWT4lXd4c1Af9MGrWrN19d2g349bd/5U47iex88uczY75IrOvBiVq0rji6Y9g1UbvAkY969VnKtzPZd3J4x+tO+0TQphMnH8P8Ae/8Ar09mAIyKgkcY47e1ZtDNjQLdbzz9SYFpc+VyOVArSlzHwvOfQ4qPwiEeK8iK/wB1z9Tx/SrlxBsZgFzTiKRniE8sByeBxR1PTg9KsOjYCjgDkioXBRs+g4rQRE4K56ZHpSxghD0znrSZ3cnpjjNPQHGAO/NAAECA9T2zVaacRxyDGN42DHv/APWqdn2LjPzEZzWXNMXkwjZYAkAnjPQfzNKTsgW5PFdRzgsgYZOcGnJjPOQehzUKZABIVTjovSnq/H454pLYpjjc3FjdCe2lmQAElY2xnOB/WtXSr7U7yMC4kkcMOd23/Cs2WQxQSNkbiqon4k/4V02lQ+VFGmcnaMnHWspxi3do0hKSVkzr9J0tJPDWsXkwZ2WBok3MTj5cn+lcSsflwJsXJIr2O10wWfhSS0YZdoXZ/diCf/rV5FEcqMrjjpXHe8rmq2LEMr7EL52kdh0xWhEWC7sbQSTwarwIBGMjOeMCr8ZXYQwB6kYNMYKmXYjocCrZj8tQc7sjgVFBL84HUn1qyUJUc9BSbAoT24EhLkbe/wBaxdQmVNwgGT03kdPYflW7eoGUtK2FHBUd65TVZdp+QnHQgUICCa6MFs/PzEknHGa5e9leaQ7iVDGtWeVpUIPYfnVKGzk1G/t7SIZeZhGn1Jx/WhiPoH4d2B07wFpMLJtdovNYf75LfyIqXxzpg1Pwvcrt3PBiZR9Ov6ZrftoFtraK3QYSJFRfoBinSxLNE8bjKupUj2NZjPm66stqsUPHpUlkytFskAyBgcCr2oW0lpeTRhfuSGNx6YOM1RMREwdj8h7jtWq2EXTCTEvzblPGTVpbV0CE7WU9u44otgAgSM7sgnJHep4mZ3C44IyAfSmIkggIjBIIZex71M2Nq8kjByfWposFFyvUA8HrmrCxgOAo47A+tAGYykAnBwBwazL47ztxwo6f1rZdHkLk4AHTFYmoYR2HTigZgXVuJ2cnuc5rvtKswPDljGynY0PG4Yz9K4llPkOyjJJ4HrXvHh3T7e68H6TDdQpKEtk4YZwcVjVjzKxtRqezlc4nSb3fE2nCN5J4PlTCk7l7dO4rH1YlpWMv7sLk4PX/APX7V7RBaW9rH5dvBHEnoigV4940spI9cuEAOVcyAHoqk8H8eff6YrFUUbvGS6aHIS6Yr6hDJMy75HY+XuztAU8/Tp+NajW0MMYBVV3YK7cnHrzVCJDDdlpAxmfA3kYyPQeg9qvM8k0inLbFHQHA+tdMFpY45Sbd2KV2kLnoeB0H455rJdkictKzqDkBkIYj6g1ozeY6v/pAyuCQDk+ncVmXCRykSZZQSMk8j6e3NakGOzsktu0HmvFuKEyoF3Z+bI5reLGXKbM5P4/hWdc6exBKSmUoAxXDfdHB56HHFXbJ2B8qOYMDzhh37g00tAJ8R7PLWEHnHOMg12HhO3gu9HlhuFRlU915GOlcgs24nfCU6cqcjHuK0dI1CXTr9t0myGSQeYCccf1qJJtDRU1qxmttclX7RN8x3ITk8Y6fhUVvFM0wLz5HpitrWTDcao5RcIhxvOfmJHvUUVmEkAB4ZgDQnoUcjqFpHFfT2xA2rKxbPJYk8nPvxUmV8sIiBVUgAY4qtq1wLjWLxuf9cwB9gcf0pUhl3LhuOTzQkIurakRBt1dx8L4ivilW3ZAicfpXErMwKoynGevtXonwvgEmuTTAY2RMx/EgUpbAj1uiiishhRRRQAUUUUAFFfP/APw01/1KP/lS/wDtVH/DTX/Uo/8AlS/+1UAfQFVNRTzNMu19YXH6GvCv+Gmv+pR/8qX/ANqpkn7S3mRPH/wiONwIz/aX/wBqoQFS7i2zN0z1rIvQQ54zmsOb4liVmP8AZGAexuc/+yVUn8erMT/xK8Z/6eM/+y13qvC25hySubYjPOetDKMHgc1zreNQemnY/wC23/2NRv4wLDAscf8Abb/7Gl7an3Dkkek+DUD3N4B/zzXp/vVtX1ufOZQD97IOK8w0L4kDRZbiT+yPOMqhf+PnbjBz/dNaM/xdEzE/2FjP/T3n/wBkpKtC+4ckjsLmPapKrg1nSkqeuBxya5SX4nCVSDo+M/8AT1/9hVOT4gBycaXgHqPtH/2NWq8O4nCR2fI3MW68cc9aUAr0PbHNcS3j7OP+JaeD/wA/H/2NIPHoH/MNOO2bj/7Gn7en3F7OR2E4IHB4xyay5V3FMhcO5zu9B/8AXJrE/wCE9UqQ2l5/7b//AGNUz4tjLhjpxOM/8t/Uk/3fes51ou2pUabXQ6tfu8cAVZiXdtBPeuPPjQZ/5B3/AJG/+xqRPHJU5Onbv+2//wBjVe3p9w5JHcfZQQshQPEcByf4Tz19uevY4rufBunm/wBVgSQZC4dyfQf5ArxuH4k+SAP7IVh3BuOD9flr6K+GNmp8LW2rlAsl9GsiLu3FIyAQpPc8/oKxqVU9i4xa3O3YBlIPQjFeJ3duLe8ni24CuQB6c17dXkGvw+Rr96vQCdsfQ8j+dc6NCpbbljAOc56gdavBGGDkYOWGD0/+vUNuo2rxjHerESkuCxJGKu4ElsFVgSOQetW3kCouOc1UD8lsH8O1NeRghB5UAnNICtqExXco9DXI3m6Vxzx3xXSXbllJI429c1i3JSKIttGSOAByaaAxpU2ZJPGcAVseALL7Z4501GIIjYykeygn+eKw5sgtLK3P90dq7n4N2TXGu32ouCRDB5akjgFiOn4KfzpPYR7TRRRUDPIfG9gbPxLcNj93PiVfx6/qDXLsoRigGUY5PtXpPxJtN1tZXYHKs0TH2PI/ka84/wBUxc/eA5zWkXoJlyGDyduOSB07Vbt3xjcvO3FV7aQyKNpG3FSKWEowKYi6jxCRNuVOAMGrrMRjjBzn6VSjG1+nIHSrIUliwBJAoAjmICNjtiub1FSzM3euiuCSuB26+9YV/wAbj2zii4zIVTjaox2+lfQegRiLQNPQDGLdOP8AgIr56kLFgIztb19K+i9LXZpNmn92BB/46KmQy5VW40+zu3V7i2ilZeAXQE1aoqAPH/Elvbm+u44oURElZUUDgelc3bP5UiCVcfwMG54/z/Kuy8UQKmsXccg4aQtgD1GRXJ3URZl2tuX1J7VrETKEp3TkxtvXoQD29/eqcjFFKnhTnAb5vwFaDReWjDksx4I5/wD1dqYsKvGSEyTgr1x7/XrVkj9OlDxyq0JLNHjPXI/yKwWjFvcuUbcm7hQMd+x9K3mn+xiMRqmA5G7GeO/171g34VL9yxYODgg/lQgZpWrKJFHU85U/jzWrDHDcQ4YK643DPY/WsGC4GAWJVQQDkdqvW12kZUruPG4jqODQxo0LomWTfLIWyo6Hr6GptNiVpGJBLZzgmqH2qF0V9x3DoD6f5NaGlSBbge+AT9aiwzz69jMesXaliNszDj/eNbFoFWNyTu+tVNTiQ+JNRU9BcPj86s28e1Sq9GPHNNMDSjjV2UbQV46V6v8ADawEOnXN4Vw0jiMH2HP9a8rsojv2kYI65r3DwdbiDw1an+KTc5/E/wCAFTNjN+iiiswCiiigAooooA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+1vhzarafDjw6inO/T4ZD/wJA39a+Ka+3/An/JPPDX/AGCrX/0UtAHQV5f41g8jxFNIMnzESQj8Mf0r1CuC8fxD7XaueBJEyD6g5/rTW4HPW7b4Q4+6OCPWrESrIoOSMdvWq1l+7QrnII4qwWRQoQnjtVAOXiQ7RkYNMmCGLcuSD+lPT5dh3HjtmmPkRhQP0oAoy8qQcZrntTf5A4GCBxmtq9k2E7jiuV1WVpiAucD0oQGTcyl9wyfevY/g1ZNb+Gby4Y5865wvoAFH9Sa8W2lsr3NfQ/w5sxZeBtPHeUNKf+BMf6YolsJHWUUUVAzn/GVn9r8M3PGTFiUceh5/TNeP3CYcejLmvebqFbi1mgcZWRChHrkYrwy7jeNNp+9GzKfc1cRMZZERlVY49DWtEqNMDuBAwc1iQ5lfaOoHU9K0bVZgxAYcc81QjTYBnLAnIx36j0qRSwYFR+OKrg7G+fk+lTq2SrD7pFJgR3krLGWUcn26Vzt8xyycnHQ4roboqid+egrndQfM+M8j+VIZnwKZLyFUBLO4XjtX0dEgjiRB0VQBXztpLk65Yx54a5T8fmFfRtKQwoooqQOP8b6er2sd8i/vFOxz6jt/n3rzW6BjUuDw/Qdq9j8SR+ZodwMZ24b9a8g1I4DADBDcDFaQEyjGYjvRy0bjjGcj647VA0jRysixx7Wb5d2Mj8ak3I0m/wAsB8dQKimaVWMgXkL3Oc//AFqsRC87R6fO0iBmU5+U9v8AOKoXrQ3dstw4WOQNtwp7YHNaSrJjlVVic552+36fyqGaIHTplmbaRyoToDnB+vUGmDKFlDl2Vjxjhjzn6VZiU/MMYA45PaqVo8YA546bgev4VeXg7lDHjrTYkWoUYHG3cnQc1r6WoSQ+gPH1rNRiJSScc5rSsgQ2QD3zUMo4/Uon/wCEiv8AnH79s/nVyBhGqkgcdDSa5Dt8R3zLwDJ/7KKktdrbVYHgCkBs6cPMPzE8mvdNKhFvpNpEBjbCox+FeM6Dbie+iiU5DuBjHqa9xACgAdBxUSGOoooqQCiiigAooooA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+w/BnjTwta+BfD1vceJdHhni0y2SSOS/iVkYRKCCC2QQeMUUUAbn/AAnfhD/oa9D/APBjD/8AFVyvjjxX4XvNPtXt/EOkTvFNysd9ExAI64DfSiigDlrXxNoBWVf7a06Nxypa6jwfbrTh4o0IyAnW9Nx73Uf+NFFWBMPFWgA4/tzTdv8A19p/jRJ4o8PhMrremE/9fcf+NFFAGHqGv6KzsV1ewfj+G5Q/1rm7jWdNdci/tc+gmX/GiigCkmp2A3N9ttsjpmVf8a+h9D8Y+ErTQdPt38T6Ijx28asp1CIEHaMj71FFKYjR/wCE78If9DXof/gxh/8AiqP+E78If9DXof8A4MYf/iqKKkYf8J34Q/6GvQ//AAYw/wDxVeTeINe0JtTvBba1prxecxUpdxkEHngg89aKKaAxrXXNJUsH1SxGDx/pKDP61rR+ItDUADWtPHGD/pSf40UVoInHiXQnYE6zpwx63cf+NLD4m0I8PrWmjr/y9p/jRRSYDLzxDoEsSqNc0/rzi6T/ABrnbzWNKDsy6rZOSDjFwh/rRRSAZpmsadHq1mzalYLCJU3s1wgxhwfWvfP+E78If9DXof8A4MYf/iqKKljD/hO/CH/Q16H/AODGH/4qj/hO/CH/AENeh/8Agxh/+KoopAVdQ8aeEbjT7iEeKdDJeNgB/aEXXHH8VeQ3/iDRXlwNXsW9xcoQf1ooqoAZcetaQjhjqVoWzzidP8asXOt6JPGu/U7IlsH/AI+FJH15oorQRDFrmjpsP2+yVgw/5bL09etC6xo9wHgOpWkfDESNMh6jkdfaiigTRnfbNIhRdup2j7R/z2Tn9atx6zpe0Z1CyXHYXCjP60UUOTGi0dY0gybl1ayBPX/SU/xrQtNf0YEBtXsFyckm6T/GiipYzC1bWNMk1meRNQs3RyrBhOpHQcdaZDq+mBwTqNovP/Pdf8aKKAO08G654fi1iCS51vTIUUly0t3Go4HHU+tepf8ACd+EP+hr0P8A8GMP/wAVRRUMA/4Tvwh/0Neh/wDgxh/+Ko/4Tvwh/wBDXof/AIMYf/iqKKQB/wAJ34Q/6GvQ/wDwYw//ABVH/Cd+EP8Aoa9D/wDBjD/8VRRQAf8ACd+EP+hr0P8A8GMP/wAVR/wnfhD/AKGvQ/8AwYw//FUUUAf/2Q==", "path": "003422.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003423
Men Tshirts
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", "path": "003423.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003424
Men Tshirts
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", "path": "003424.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003425
Men Tshirts
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", "path": "003425.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003426
Men Tshirts
{ "bytes": 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", "path": "003426.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003427
Men Tshirts
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"path": "003427.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003428
Men Tshirts
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", "path": "003428.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003429
Men Tshirts
{ "bytes": 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", "path": "003429.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003430
Men Tshirts
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", "path": "003430.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003431
Men Tshirts
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", "path": "003431.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003432
Men Tshirts
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", "path": "003432.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003433
Men Tshirts
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"path": "003433.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003434
Men Tshirts
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", "path": "003434.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003435
Men Tshirts
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", "path": "003435.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003436
Men Tshirts
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", "path": "003436.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003437
Men Tshirts
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", "path": "003437.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003438
Men Tshirts
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", "path": "003438.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003439
Men Tshirts
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", "path": "003439.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003440
Men Tshirts
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uNI1CWZPJw7R2WLeCSNk3KT0PXI3Mccc1Z1K/8PaRHZQ6df28c9vN9o+zWMLOwkBx1HGCu4HJ9KBo9/QhgGByCMin1zvg/WzrmiJM9lc2bx4TyrjG4rjhsjg5HPFdFQMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqN3EaM7EBVBJJ7U+sDxhetZ+HLryz+9nHkoM924P6ZpN2HFXdjwPVPG63PivUL5dTvrYOzoILmATQbCRxtBDLwqnNMuNYfUtPumt47K7vri1W3M1nMuWRSSFMEgwB9DngV2OteGbG9tI1uFhkKocEj5lxjjd1HOfyA715dq3hNY38yyduRvVH5JU9Dkcis/apbncsBOa9zUqXl7faDa2elwXDQyKpnuY1wy73wQrKcgkKAPaiLXRNKH1DTbG6IAAdIzBIvph0/wrFns7m2c+dE4/2jnB/GljyQPQdMVakmcc6c4fErHWWWsaUslqZLvVLeKCQOltIVmiDKcrz97APNdRY+I70xloorDVZTiQPZXOyRpACA7Rvj16V5Z1PNPUYOe/rVEG74zukmXR7crOlzBA32hZoijeYzbmbnsSe3pWCvamXt1cT3MUc08kqxr8gdi23PpmnKeBQJjmHNQuOamJzUTnFAiaMfuqgb71WE4iqs33jQA6kPSjNB5oAUYFKKjJ4pwNAEopD1FIKDnNAFeZ2jmhlX7yMGH1BzXReIUMkkV9CpNrKXIcdPMLFmU+hwa5mcMZR6eldLrQa20nSrRZG8owmSSPdkCXI/9lK/nUjMYHjrTGFPXkfWkYYFUAxOtSn7pNQ5w1TfwUAzZ8L25NzcXAba0a7Vz3JrtrRwbyBmXLKysy564Nct4fUQWEcmMeZIW5HYcV1VtGd2BjexAX39q8mvJyq6H6DldFU8Ero0JL2KO42qZGVm3SM+OCASDx6FsmmwrCj4uGjuG3CXJYsSAD8uTz8x7U64hj82MraoFd9iqFMb59CO/UYIpptY5rmSKDcsSuY1Mh3EnnA4x1wavU5vcemxDcwxwBZELosmZFUPn5fTH1zWPr+k2bSsnkRsRjcSgXB9iPx/Ktf7NIscbkZWRN456eoNUrslgznksST7molUkjop4WlU31R59qWnwWSZRnUltvlnn8apWxGcZrS8RSHzI488gFvzOP6Vk2vMlejRbcbs+OzGEYV3GGx1mg6TFq1yUSyS6uUj3Hz7ny4lQHqQOWI5z2wK6WPTUispnvZzaC3aSOW1sWFshAGVYv8AeKsCuOT1IrmtG1L+zovOt9Tj067TIEzQ+bvjI5ULg8ggEciqF/q2nS3LTul5q10xBea/l2oxA67EOfzJrU4Dv7a80fw7qcN1pdktzBf25MEdkm+QOj8M2clcg9eMkE1Rk1e/tbRomuYtITz5XjimIklSNxnaqjJ3A5IJIwDXGnxBqM1t5CTi3gP/ACwtlESD8FH9ap8EHjr196AOni1Cyu72W1lku7uW/j+zvdXThdpbG07OmAwXr61iaPFqMerRPY2k0k9rIDsVSMMOoY9B+NVBxznFd1pHhbxb4xVWuJ5oLNjnzLklQ3uqjBb69KaTJlJR3O68JeN7TStTis7y8igsXgCbHmEjow6btowox8vXnGa9hRg6hgQQRkEV5r4Z+HOg6NAZJYDeXPQzTgErnrtXoP8APNekQ7fKTb0AAFDVgjNS2JaKKKRYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAIehry74parcQC2ggidoYMzTNFKnmA9OI2HzgAjoR1FeonABJ4FfPWoeM31TxVNdWk1rcRGTyhCsirL5QJJXZIPmOfL5B6KMUmNOxF/wksQnNtcSIiyptaO7U20jdiMMcf8AfL9+lOF0INUe5njngEijYu4HC+mRxzgAe2aozzWWoeKZU1PzBbyRrbW0citEPm5Zz5mVBAXB24ySMVInh+wt43urHUpbRDCsga0uMoSSSWCEYK5+QdPU5rKVJM76GOcI8skbU2iafeAhYdqsu8uuPmycjbn5X4ySAM8Yrm7zwNbTPNHb+YJYyAWjjIwfdf1yOKkstT1G1a9nia1uzZTuFzG0U7qoUscgFCRkZXGfetrT9d0qCKa1vTNpN07EpBdrsjbI6CQZXAypH4cVHJJbHRDFU5LlnseY3+gX9iWLRGWIf8tIuQO3I7Vmj/Ir3QaRDcTwwwOrIYC7XPRXZmwPw44HfIrI1nwPZX0QlMfkTFSRPCuA2Dj5l+vcVcZtbmVbC0Z60nqeMz/8fo/3RVgdKm13SZtG11rOaRJGVQdydCKhWtU7q55kouMnFhmonqQ1E3WmSWY/9VVdvvGp0/1VV2+9QAUZ4pKUUANNOWm05aAJlHFBoU/KRQTgZNAFR13y/jjmug11/NLELnybmVAw+7sIRV5+ifyrEtczTvFHbmeSTCooBJz7DueeK6vU7CaHwkS8bI32zc6FRuVeRlsfdwVAx3OaTGcsh5pxGc1GOG+tS9qYEB4epgcrgcmomGDWhpFqbvVLWHqrSAt9O/8AKk3ZNmtGHPNROrWD7PBBAODFGF/HHNbcX7y3QBcswCj3yazrsZlL/wB47q0dMkdFhK8lGyB6Ec/0rxnrNn6TFezwyS6IvPaTI6skqzMreXlGOQVB456cZpILm4gZPKdlVedo6HI5yO9WIrmXzCZ5nJMZTeeSuR1xSiVYZ42SQlIVZlI43HsMen+Fa8vU8z2krWlG5VLP9mSALiNCT65JOcVQuQHibB56VoNK0mWY8+vrWXcHYc54GSazm7s7oWhTbtY8616Qtqcqn+DCVQtjhvrUmoTm4vJpic+Y5b/CoYD81etTVoo/PsXPnrykaFzk20WezY/SqQbLc1emDPaptBJ8wAADJJNbum+AdSuXV79hYo3zLGy75mHrsHT8a1jFydkcs5xgryZz8OSQOc12PhzwBrniIq8VsbezJ5uZvlXH+yOp/CvSvCXgLR9N2TCzEkn3vNuSJHBHYdl9R14716C89pp9iZ7m4it4k586ZwoA+p6/hVctjBV+fSJyPh/4b6P4dxPJGLu6TBM9wo491Xov15+tdTsMMqNGN4U4YZ5Pb/Hp6VyOo/Ei1lmW10G2m1CVjtEuPLhBLBfvHlsFhnAPBzXO3NxrOsJHJq17ttbiJWW2tgY4tzlQA3O58MxUjI5x2NHNYl05Td2dfrvjvTNHeZY3W4mhUPOkI8zy+erBePwLLW/4J1i91bS5nv0jEkcxVTG6sCMA87eARnkc49T1rwvTL6aOybTZ4JnktC8LJAEjRVH3TI33cHLA8k8j0rrvhZ4mWLX7bSJb2GUzW3l7bZCI/MXnczH77EDGVGMCpbudEIKJ7jRSClqTQKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAOb8d6qNF8E6tehwki27LGSf4mG0fzr44OTnedxzk5HfOa95/aA8RmKHTvD8T48zNzOB6DhB+eTXgp7mkBft9b1K0iEMV27W4/5Yy4kT/vlsgfhWnZeLxbk77EwykbfMs5zFgemw5U/41zdMI5pgegeHtft7GSL7BqarIr7wt4vlOSSSV8wZVix25z12iuui1K2v4fJubWO2ud3+jy3m0xMhKbmB+45HOBnkR/SvFVHFaFhq17ppYW07LGw2tGfmRh6MhBFAHa+IbyfwneWf9jibTpZt80kYkJibLcgRtwBnOCOCMY712mheK21zRbCK9mtY9RmQt5UfyF4wcKQvTnnp6V5PLf6VqgH263lspgoUTWjFo8DsY2PA/3SB7VV1bURf6pJcQkrGoWOHA2kIoAH09ce9TKPMa0azpz5i742uluvGd3sOVh2xdMcgc1k9qpMSbwkkknk5q3zimlZWIqzc5uTA1G1SGmE0zMmjGY6gf72KnjyUqCQEE0ANoFNyadQAnrSr1pD0oFAEwpx5U01aXj6UAXvClzc2ervPZQeZdIv7tthYpk4LAevI5r0Wzmsv+EK1ZtdWdJryOSMSBTgyo5Zd2O+XOPx9K5D4baxDo/ieeS52GKS3kVt2MZ7df8APSvSLe6t18B6+9zEJbHy3kSWNtrmQyPgZPGRke+DSYzw/PIz1qQHio8YOKeOaYDH610HhCIvqUk2P9VEcHHc8VgtXa+D7ULolzcnIM0wRfoo/wATWVZ2id+WQ58REsXTsmCVBA647Vf0i4iVZd4bmMqvHIJI5z9M/nUc9g81tvVwMoXGRnODjA/WpNK065EMilfnV9ijcPm65x3PpxXmpdT7SVZSjyNmz9o3tBCpEoChSBjJYk8Z/HH4U+6hQRLInCMTt5IPHOCPXpWYtpuXLZ8s8biOCf8AODU8jTbFP2iQ4wuC24D257Vp0MFG01yvQaSQM1ha9c/Z9PnP8ZXyx9T1/StUyS4+8jj1xg1yXiq4YtbxEgHl2APTsB/MVFKN5lZhiFDDyaORnA3Eio4fv/jUlwcHNRRnDZr1UfBPXU05nMdj5gYqyupBHY+tev2l4NX02z1SIkebCrzOTjbIvEhYngDcDzXjdwQ2nOM91qGHUbw2i2RuZTao5kWHcdgJ74rooVnSbaObEYdVUlc9a8S/EzVbHUJLDTobeExBSt0f3hcEZDKOgGCf1rI0nxGmoS3V3rtyZryIGaG4uX3Ki9DhD8u4EggDqM1zkdxpd9p1mb66nimtUaAxwwhmljB3L8xOBjcwPHpTk1mKzbdpdlHbyDpdTfvZx9GPCn6AVnKTk7msIKKsdnqeouskN1alLURsQbqZjDBIDFscxfx/NxwB1Gc1z2peIY7nIuZptTfaF+ceTAMeiDkjPqQD17Vzk1xLcTGaaR5ZGOS8hLEn6mow2TUFly81G6vVVJXUQr92CNQkY/4COPxPNTaJqkmj61Z6jGcPbzLIPwPP6ZFZ2aVckjAz2oA+0rO6jvLKG6iOY5kEin2IzVivOPg34h/tTwkNNmkDXWnN5eO5jPKH8uPwr0cUDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDwn4r/AAy8SeIfFUmt6VFFdQPCiCIOFdSox0PBrxzVfDutaHL5eqaVd2rdvMjOD9D0r7ZqGW3huIzHNEkiHqrqGH5UAfDBQ+hpgBzX2Lqfw68J6vuN1oltvb+OMFCPyxXn2u/s96fKGk0LU5bVic+Xc/Ov5jmgD5/B4xTxXY6z8KPGGg+Y8ulm6t1/5bWrbxj1I6iuPIKOUcMjr95WGGB9weaBCnpQvWn+4P50cdxQBVP/AB9tV0HiqR/4+2xVxMY5oBgajapD1qNqBE8JyuPao5OKfF0NMl60ARUZo7UGgA7UKaAaB96gCVaU9KQdKdQBG0Ybnow6Guo0/wAUwDwRq2gahbSPNMUltZ1OVWRexHUZGOR6VzR6UlAxnOTznn0pwPNIetLQA5ue9dDpXio6bpCae9isiRlmEiybWOTnkEf1rnqa1KSTVmaUqsqcuaO520HjKyWKMbpI2jLbFePIye+R15/lWroWqWVyI2a4WSWM8KCAGwSQSc8E9+D+teWyfdNLb5BzyKxdFHowzSa+NXPcoruNogiqQyQFT85Cux6grj1Y/lTrlEnSGORYgohMksm3DH0GRz2Hqa8gtNVvrQgwXcqY7Bsj8jWwnjTVRGRN5M/uy7Tj8OP0rJ0pHVDMaTfY7C4tVtoY2Eiln3N8h3DbnGf5153rkwm1a42nhDsH4Vup4xtZUVbiGaN0XCkEMvr2561yjs0rvIxyzEk/nTo0mpXYZljIVKKjF3KNweRUa8in3By2KYnSus8AvOhexkUdQA1ZkRxKK2rVdyOPVT/KsNT+86UAaijinq3GKZHyBTyuGoAdnAxQDRz0FKuMZ4/E0AFPTitDSfDmr67OItLsLi5Y90T5fzPFereGPgXLJsn8R3hjQjJtbY8/Rm7fhQBzfwl1v+yPG9tEwIivR9nfA6EkbT+fH419MCsXRvCuiaAgXTNNt4CP4wuXP/AjzW0KBi0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAYrmPEXgDw34oBOqaXE8pGBPH8kg/EV09FAHgPiX4BXMG+fw1qBlUf8u10fm/Bu9eVat4b8Q6C7JqujXcAXkuYyV/McV9p1FJEkqFJEVkIwVYZBFAHwrkNcswPBxV2MjHNeo/HjSdK0vWdKNhZw2808bvN5S7Q3IwSK8tWgQHrTG60801utAiaL0pk3U06I80kg6igCDtRR0ooAQUo60lFAEoNPqJTUmaAA0nag9KB0oAZmjnvRSUAOFKRxTRwaf1FAyvJ0ohNOeCRmAEUhY4woU5OelJGjox3RspHXIxjtQBYSnE01VYBSVYK33SRwfpUjpQIrtyaevC0wj5sZp3QGgLIqT/epkZ5p8n3jTE+9QM2LQ4NYgXDt/vY/WtyziMsscajLOwUD3PAr03Qf2ftVunE+s6jDaQsd3lwr5kmD79B+tAHk8B+UH0rT0/StR1ibytOsbi7fPSGMsB9T0H419IaP8HfCOkhWaykvZBj5rqQsP++en6V3FrZwWUKxW0EUMY4CRoFA/KgZ89aJ8Ddf1ErJqcsOnQnkgnzJPyHAr0jRPgz4V0oo9xDLqEq85nb5c/7o4r0UUtAFa2tLezgWG2gjhiXoiIAB+AqzRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABQelFIelAHzF8eLxp/iFHblsrb2qKB7nk/zrzcHgV1/wAXrr7T8TdU7iNxH+QFcepoEO75pCaXimk0CJIzinuM81HHUrfdoArt1pO1DdaSgAooooAVTUoPFRCpB0oAU0meKWkoAQc0YoxRnnFACdKehz+FMIxRGctj1oGd74c8RwQaHb2kl3HBeEzWqTu+1o49haLJ7KJGPPv7VPrur6dPo+oMt/byz/YDaSBZAzyTmaN9yjuPlY7h6etY+leGrG/0mG4mE/mPk5U8eg/kSCPvDI6irQ8G6Wy7906quTu83jgg9ccDHf0Kt03YAN2PUtOTQo/tt5DLGmmyxpaw3IHmjyCPlGCYXz8pHRs5Ao1S/sBDJqWn3VrEtrYzRoqyq0iyNDEIwB/FggjOOoNYg8IWars864ymfvELnBwc/wB3ghT/AHTzypzTj4Qs2AzLcZXgg4B4bBB/uk5wT0DY7NmgBbq9OteNb6Np4rr/AIl8kNqGK4MhiXAB6ZLZ/GrniS60XT/D5tjbW8t1KkkIWKGI7WURjeZPvAqQ3AyDmsw+CrdiMXUhGRyEAzkkdD0JxgA9GBB6g0xfBsLIcXkh4XgRDnJPT3OPlHqCp5xkA4V/vGmJ96pJRiRl6kE9vf0qNfvUAb+kEC/tvaVD+or7Oh5gjP8Asj+VfFmlnF5EfRga+0LNg9lbsDkNGpz+FAyxRRRQAUUUUAFFFFABRRQaACikozQAtFIKWgAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACkPSloNAHxn8QJvO+IeuOT/AMvkg/WsMVqeNufHmuH/AKfZP51lL0pAOptOpppkkkZqUn5ahjqWgCFh8xptSPUYoAU0lLigigBBTwTTB1p1ADuaXtSDpQaADNIetBGKKAEJpEOJBQab05oGekeHZUGh2+SoA3cgkY5yQR2PQn2+ccgitMnHILcnJzwf8M5br0y391zjzPTbf7bf2tqZGjE88cbMvbcwXPvjNdpN8PoI9VSATavArTTwbJrcCWYxx7sxAEBlIGPrigDZz91cAjgLsGM/wjAP5AH0MbdjUq42gJ8wOBlFz/sgAHqOoAPuh5ANczaeE4bgMGv9ZheS7FokctnukQsqtulAbgZ9PSotT0GTS9IF1Nf308zK7HybctBkOVOZd3GSvpQB1DIxU5BKtzzl854/4FkDA/vAFfvJTZD+6lZhuBBLb8tnIyScfezgZI+8BuGGQisRPCsi6lY2V3rs0T3aZDxQs+ybqyN8wwRwcjrXKajez2t66WWpXMsKH5JGyp67vuknHzZPXvQBkTczPx3qEfep+4nlup5P1703vQBqWJxKDX2bojiXQtPcdGt4z/46K+MLM/MPyr7A8GzfaPBujyHnNon8sUDN6iiigAooooAKKKQMCODn6UABprOAM54rK1zxLo/huy+1avqEVrF/DvJLPyB8qjLN1HQHrXm2rfFS08SyHRvD2pQaaZtwfUNRbyQFHUJ1wTzgnB44HcJuyHGN2dVcfE3w/b3ktvm6kMbbS8cQZSenBzyK1dG8XaXrlyba1eTzgpfZIu3IHXufWue0r4V+H4YFa7ml1FyBhvNKIPdQp+nUmsjxN4e07wfNHrel69babdQFpVtr6UFJVA5Vf4iT6ck+3WsV7RO7OiSoNWje56wDxTq8/wDCnxY8N+JDFatcCx1CQhBBNwrt22PjBz2zgn0rviQO+O9bHNaw6iiimAUUUUAFFJketJvXOM0ALketRRSM4JaNkIYjB7jPWvLviZ8UtN0fRLrTtEv4rjV7hTEHtpCfs4OQW3rwGHIAzkEg47V88QapeQRM8Fzdpch8rMkzg7SDx+fOcUgPt3Ipa8l+Dfj2HWdBj0bU7/dqtsxWPz2+aeM8rgn7zDkEdeM9K9ZDDpmmAtFJkUtABRRRQAUUUUAFFFFABRRRQAUUUUAFIaWkbgGgD4m8XSeZ411l+zXkv/oVZ6niptaYyeItRc8k3Mmf++jUK9KQC0UUUyRyHFTVAOtSqaAGvUYqR6iPWgB3elNNFKTQAlOFNpQeKAH0ZpuaKAHDmmnrQDQTQAhppp1MPegZraItqk8V1LqMdvJBMkixvbvJu2kEHKjj6V2NnrISW9vvtdvdWz3v2mUG2nVYjIjxld23jcG6+qjrXm8TBXA3AH0zXbeH9e0fT/D02nXSyS/2jK63MkZBEKbAqEj+IgjcMdPxoAuyK8FtPo+kXhsTLdKzR+bceYXCEFclQeQcn0q/DaxXOhW+mXWZbjT18tljvnjQDdvHmRlDz1pv/CcaPdtL5t3LHNMTC0yqfutAyB8joVZsHuQBTh4r0jTrdMXP22VWtneOC8l2oUJDbX4LKFPRvU0ATT65d3l8lze3mjSfZ71b6EJMF8tcbWUkL8wIwMk9q4LWNLaCOa6F9psqFyfLgu1dwCcj5Rg8V0Wua7byaTf2dvcJNL9r8uO4CbWktAS6rxxtDMeOtcXNkg5/+vQBSzR3oPX2ooAvW7AMtfWPwvmM/wAPdKJOSiMn/fLEV8lQkhhX1J8Gp/N+H0CA/wCqnkU/nn+tIZ6FRRRTAKQkDrS0jdKAK95dwWNnLd3Myw28KGSSRuiqBkk18++J/jzq17LPbeH4IrK25VbiRd8zDPDAH5UyOxDV0Xx28XtZafF4Ys5is96DJd7eqw9Ap/3iPyBr57jOZJT6mgC5fajfapc/aNQvJ7qfAHmzyF2/Ns+p46VW37U8sKDzuyQDjr/iaKVWCkqd2HG35RyT1A/MCmhm1oVjJdW8jprUWnAMRtbzd33c5+QHjPHPrWNqS+VeSwCZLkqxAlQHDd8jdz+dJg5zux9KSNE3gHaMn5iRkHvj8eB+NMCUnaQu4MFXZkKPmwMf0ruvC/xX8TeHHWF7k6jZ7gTDeOzEDj7r/eXgY7gf3cmuCz3NBOB+IpAfXvgrxvYeNdHa7tI5IZoSEuIHGfLcjPB6MPf88V1QIPSvlf4R+KR4f8ZpHLKyWV4xt5hn5QT9xiPZuOPWvqhc45pMQtIWA6mlrK8Qaomh6BqGqyKXSzt3mKgZJ2jOKAMLxd8RfD/g8mK9uWmvcBhaW4DSYPTOeFB9yM9q8Y8TfGzxHrSeTparo9vgq5hbzJXzkffI+Xj+6MgjrXnmoanea1qlzqWoSeZdXLmWVsAAseOnoAABVbOD6igRfsZdNVEM8N0lxHlzcRhJlbnGDG4AAwQOp6e/HW2+kWGl29r4nt/FCW0UkZeJfsQE+45QhYwSucg98Ac4rho1aTfGsgRGQlsnGQPmx9SVGPWq+0/3c5+8V60Aa+sTwx2dpdWwka4uZHl+1sEikBX5Su1CQFzzngmu98LfGfxBokKW2pKmq2yqFHmttlUcAYcdRgE/MCST96vNJ4bfzYGRZ1kEK+asvBEvO7A7DpijNAH1v4T8d6H4vhP9nXJFyqbpLaUbZFHHOOhHI+YcV1VfHPg3xBN4d8VWmpxljHDIodUxlkJUMvPHIYjPavsCKZJo1kjYMjAFWHQg9CKARNRRRQMKKKKACiiigAooooAKKKKACkYZUilpGOBmgD4a1cY17UP+vmT/ANCNRDpUmpv5muX7/wB64kP/AI8aiFIB9GaO1JTJFB5qVaiFSKaAFaoWqZqgagABp1NFOoAKWjNGaAFHWlNNFL2oAO1JS9qSgApDxS0080DO/wDDc2mnwWEuTb5hlmMgleMAEMrIzKfnJPKjHHqDT/Er2a+NNNkuYT/Zv2gH94Ydhj3jp5Y+7g4+bmuHstKvNTL/AGSHzPLHzEsAB9AfbnHPTNXB4Y1iINutDgZPDqc44xx145x3HPTmgDt4LS0W/ubrxNJpSK1u1vG0ag5V5QFchONwUttPbHPSrkFloubKwmjsbi6to4HkVYEUFRIVkYyA/PuGDtPY158/hnVwzf6EeNwO1lOMDPY85HI9ecdKj/4RzWI1INlJgA5IYNwOe3bBz05/CgD0W7t9MsPtzahYwQmO5hRDLpSIZIyxBAXdwOPv9fas678KB9O1C2i0gm9DXL2mxP3kkayRFWQdSNrMB9K5JtF1dVJlsp8DOdxzjGD+WDn05pzaTrKFXWC6DKNoIY5HIBAPpkj8MHpQBz80UkE7xSo0bqcMjggqfQjqKaBmrF/a3NtKpuoZY2kG4GQEbuSO/XkGoEOB7UASwnDivpT4ETeZ4RvY8n93dn9VU181AfMMetfQ/wCz9Nu0XV489J0bH1U/4UDPY6KKKACs3W9Vt9E0W81S7JEFpC0zYxkhRnAz3PT8a0T0rwn9oPxHdwwWPhuOKRLa4AuZp8na+CwEfvgjdj1C9aAPGdZ1q78ReIb7V71iZ7mUuVLZ2Dso9gMD8KzoR88w/wBqhODx0IA65/z/APXpYxiaX3INMB45FOSOWRiIUYyKC+FXJUDqcDoAMn8DRxs5962dKTTltlna+mi1BPtO6JY9yhBFlDjaQQWyGHPB5wAaaE3YzTY3PmOqwSvtkMRIjJ+Ydj78dOtXrXw5fXei3OrQbDFAMPH1fGcEgegI/nWhDd6jqU8NreSzrH54up2IKrGpAUsxCkjICnPTpgdK9g0DQ4oPBN5Y2wQzXUckaSM2fMXON2QMnAbOB1PXrTaEpHzyxwfrSt0X6in6jbiyv5rYOHEUhTcBjODjOO1MP3AfQ0ix1mzK7kMQd5IIPIOeCK+tfht4nHifwba3Er7ry3/0e59d69/xGD+NfJFqD5jj/bP869R+D/ik6D4qWwuJGWx1PERz0WXoh/8AZT9R6UmFj6WBzXjXx98RG00S10K3lxLdsZp1H/PJOgPpliPqFNeyA7V57V8p/F/WBrPxG1HyzG0dqFtEKdwgy2fUh2cfgKQjhohgR8/8syf1p5GOabHx5Y5/1f8AWnnoDQIcmwSIZY/NQMC0e7G4ccZ7UssPlztDI6gq3ls/UdcE/SmD5sjse1SRsqSwuYVRVG5UkUlXKggfXcQfYUAPu5JJLuUzTec+7a0h53beAfyAx7VC33T6+lM6KuOnY1unw3cJpL6lczxJaIPm2fO5+bb8o4DnnPXGO9AGLat8n+8449uD/Svpv4P+IH1jwmbGYu0umuIN5/ijIynPsMj6AV8wqjRI5YFWjOCp6g4716b8H9dbS/HFvau/7jUIzbsOT8w5T6cj8qAPpiikzS0DCiiigAooooAKKKKACiiigAqOY4hc/wCyf5VJUNwCbaUDrsP8qAPhq6OdSuiepmf/ANCNJRcDF/cA9pX/APQjQKQDwe1IaSjNMkcDT0NRg09aAJDyKgarH8FQNwaAGinUwU6gBaKO1FAAKdmm0tAC5pDRSZoADSdKDSHmgZ1ngYlZ7tVONyo3BPJBPp1I6j+IHkZPFdoRukU/eGQAQc+4wR+OMc9WXHKnyiw1S60uVpbSTazrsYHkMvof88dq0f8AhMNYb700Teu6Ic+ufqcE+4B60AejAMF2ZHCjAHIIzkYx19QFIBPKkMCKeHBjGNpBOcj5u5Ocj8TkDPVgB8wPnS+MdX7yxEnrmMYPrn1z39+eDzQPF+qKwJaJzjksvLfXHQ9OR3APXOQD0WHaoACjjjjA29wMrwOORjgDJX+JamDDb1AXjPQYwMfQDH4AHHKN8vn0XjLUBhjHAx4JO3qep6epweOhGR1NTJ401BVG6GBiMYPI9f6nP59iRQAfEKPN1aNjDFWByCCTkZ69/wBR0OcAnjV4GK2tc1mXVliEkKRmPp5ZOCMAYI/zxgdAKxR1oAkU5Fe8fs9TfNrUP+zE36sK8GSvaf2f5SPEOpR54a1Bx9GoGfQdFFFACEZrO1TRdP1qzez1Kzgu7Z+scybhnBGR6HB6jB960qKAPBfG3wJWNJdQ8LTOxXn+z5jnjk4jb8gAfTqTXit1Z3NhfTW93bzW86YDRyoUYH6GvuNhmvnT9oHH/CXaUB1Fgf8A0OgDyQcIev51peH/ALD9qkFzP5czbY4g0TPGVJ+fcF5OVyMDHXrxWaeFPrWl4MVJvGukxuodWu4xjGf4u/tVCaueuaX4bSF5L27uhbTXHlvE24IC+CnCdsfLjGGweoya6zVpTo2gTrG2I44SoWOPaucckAdMkde34VV8R2cM+v6ZepLiKULaSnCkgk7htzz25I9q5r4leJLWO0FojPJcHpiTgZGMkfxexobEopaniWoyeZds/Tc5OPxp2Pk9aguyfMXPUnP61MCTGfYZxQWa/h7w1rPiG+aDStOmucufnC4jXnGSx4AzXvngz4PWWkRpca5Il9dK6yxogKpE4IIOQQWPA68fWu78L28UPhbSlhjSNTaRNhFAGSi88d62QMCpC5R1S+i0rTLq/mDmO2hedwgyxVQScDua+WNbsdCudUvnl1eT7XcYuHlZVKAtgvlV5YsW3DHYn0r3X4q+K7fw14ft4JGYS384jBT7yIo3M4HfHyjH+1XjWnL4f8QtKLkwfaHIcyq+yYAoSWJPyswbJKryeAKltroVCMZLV2Zyes6Sukaq1tHdR3MQT5JI2UnBwRuAyAeazv4R9a1tc020028gSzv47uKSASqQu1k3dARnGevHashj8gPvVESjysVPvVO0oe3VXndpQDH5bAFY4wQwwevUk/nVZD82K0F0wf2DJqisxYXYhKeW2Au3ru6dSB7cetAiHT4ftV/bRMQoaXncCRjrggEEj2yK6660fWItNlt7ea0lgEezyS245J+aRNw+QnJBIPOfxrB8OQI15NOzgCBQy7h1JOK9HnuC9qWLbkYbVXIPTn6j8PfNctWtKMrI97AZdSq0FOe7f4HlFrp99e3clnHE8lzgllJySVUk89+Onr0rorKzTRL9Lm5uZRPZTCXbbjBCrzkt/CfY9m965+Dbf6rcxef9mS5mGJHzgEtlc4P69q9D0oeDvDEc0jD+0b+Bd0ct5CREr8ECNBywOTl+3vnNdUU2rs8SraM3GOp9EabfR6jpttex8JOgcDOeoq72rzb4UeMW8TaffW9wsUM9rIGEUSBAsb9MAcBQQQO/HNek9qCOgtFFFAwooooAKKKKACiiigAqOX/Uv/un+VSVFN/qJP8AdP8AKgD4Zus/2ldZ6+c//oRpKLr/AJCV1/12f/0I0ZpAGKU9KTNHamSIDgmpFNRgc1ItAE3aon61IDxUb0AMFLTO9OoAWigUUAA606m96dQAhooNFACGm0pplA0IaQGgmm55oGSCnMPlpuaeOVoELG2OKsjkVVAw1WEcY6UANlBK1U71ecDFVHHzGgBydK9a+Ac2PG1xH/fs3/8AQga8jQ9BXqPwLcJ8Qoh/ftpR+gNAz6cooooAKKKKAA18x/HiVn+IiRk/LHZR4H1Jr6cNfLvxzbPxKcellD/7NQgPOGPy4rp/B+pab4f0651O4JbUZyY7YbBJtUdW2gggE4Gf9k1y0pxGe9TWl7GmQ1jayHZtLMXyec54bHtgcY7VQztrnxpearBqse+eMiz3qEkOxGU53KuSU55PPXmuIa7nvJjNNIWYnPsKuSajDsG7TLVmCBdxkmzwMZ/1n+e2KorcxSuBHZwQY7xlz/6ExpAV7v8A1i1OnKH6H+VQXZ/ejNTxn92fpTA+0/DP/IraR/15Q/8Aota1qyfDH/Iq6R/15Qf+i1rWqRHGeNfhzpHjl4JNQuLyGaBdiPBLwFJyRtYFcnjnGeBXk3iL4C6tpoe40C9TUVD5WBwIplHbDZ2sev8Ad/pX0ZSbec5oA+J7/SNS0a6EOpafdWTuDsW5iMe7BwSuev1HFVD/AKvGP4q9S+Pl+03je0s8YFtYjkdTvYk/+givKwcwtQIRD81XPt1wunPYLJ/ozzCdkwOXAKg/kenToe1UuhBqTORQIvWOuXukxH7I0ewuHIeMNk4x164x+Vbdz41nvbSaK6sYN8qFFePKlD0z796xdCS2l1mCO6I2E4QMqMN/RchwwIyfSuvOmaVbSW4vJLP/AEdPLVCkYBlA48zaAWUMSSx4OBk7eKhwi9WdNPFVqatCR5yE3i45wACc+uCDXXaN4H8Va6Y/suj3royKwlnUxx7D3DPgEewzS/D2SC2+KumfZnZ7c34jjZurKTgE++K+u8ZA5q+ljnPNPhv8MZvCF2dTvtSMt68RjaCAYiUHHUnliMcHjg9K9NpNvPWloGFFFFABRRRQAUUUUAFFFFABUU3+ok/3T/KpaRuRg0AfCt0P+Jhdf9dn/wDQjTata1CbbxDqUB6pdSj/AMeNVe1IBM808dKZjmnZxTJFxThTQacDQBIOlNbvSqaH5oAgpc0uMUmKAFpMmlpvFADgadmmCnjpQAUUUZyKAEPSozxTiaaeaBoa1N705qbnmgY5TUi9aip4PNAEoGRSg4NNU1IVzQIkB3LVeUYanqSppJOaAIQMc16N8F5CPiXp4B4aOVf/ABw/4V54BkEV23wklMXxL0fH8UjL+aGgZ9a96KQUtABRRRQAGvlv448/Eyb2s4P5NX1Ia+Wfjif+Lnzf9ecH8jQgPN5ziI0y06mi5Pyj3pLTqaoZYm71Xtz++IqWbvUNt/rqQDrv/WA1PGf3Z+hqC84cVLEfl6/wmgD7W8L/APIqaP8A9eMH/ota1qyPC/8AyKej/wDXjB/6LWtekIKKKKAPl745k/8ACzJf+vKD/wBmrzlDww9RXovx0P8AxcuX/ryg/wDZq85jPJoExAeMU4HimZwT9aUdKBE9mHN/beVMIZN4KyZI2f7XHIx1yOnWu3e8+3ae1i+owLO0uxNQea6ZnVlw+SflIbgEcEYB5rhbe7lsbuK6gI82I7kLDIB+lbUfjPWS6kywZz8zeSMsPQ9sfTFAx3gANF8RtARjyuowqR6YfFfZA6CvirTNRmtvF1nqZOJkvI59wGOd2f519qjpQMWiiigAooooAKKD0phfHJ6UAPopm5s9P6UB/wD9dAD6KZvPPHSkDkjpz09vzoAkoNN3e1JuPoOOtAHxZ4wQJ4311cYxfS/+hGsgciug8fQND4/19CD/AMfshz7E5rnlBzSAeKaetHNLtpkgKcODTcU7HNADxmlPNIM0u00ARNxSZ9qcwpuPegA6ijAoHSloAKUHim4NAFADj0pucCl2n0NBB9DQAw0lKc+howfQ/lQNDGptOYH0P5UmKBgDThSAU9VoAkWpV6VEoqZVBx8woENI5pGqUqMcMKYy4HUUARjius+GbmP4kaEynBNyF/MEVymD2rp/hwG/4WLoPGP9MSgZ9gUtJ3paACiiigANfLPxx/5KfP8A9ecH8jX1KxIFfLXxyI/4WZcEkD/Q4Op9jQB5lcnhadadPxqKc5IGR69amtiMYBGfrTGLOeTUVt/rqknIBPI/Oo7YgS5LAfiKAH3fUU5P9Vkehpt0QSMMp/EU6NSITkcEE9fagD7Y8L/8ino//XjB/wCi1rXrI8KnPhHRv+vGD/0Wta9IQUUUUAfLvx0BHxKkODg2UGDj/erzdPvV9i+IfAnhvxVdRXWtaYt1PEnlo/nSIQuc4+Vhnn1rJ/4U54CHTQR/4FT/APxdAj5QfhsUgr6wPwc8BHroC/8AgVP/APF0f8Kc8BD/AJgI/wDAqf8A+LoCx8mPk54NLF15yBX1j/wprwCf+YAP/Auf/wCLp8Xwf8CQcx+H4/8AgVxM383oGfKkSn7XbnB4kUZ/Ed6+4x/WuHHwg8CB1kGgJuU7h/pE3X/vuu5oAKKKKAPkD/hdvxD/AOhh/wDJK3/+N0n/AAuv4hZz/wAJB/5J2/8A8brgKKAO+/4XX8Qv+hhP/gHB/wDEVTi+K/jiG6u7lPEE/m3YUSkxxkcAgbQVwnU/dArjaKAOr0r4l+MtFeRrHXrlfMADCULMOOmA4IHXtSad8SvGWl3k11a6/dCaYYcyhZQed3RwQOT2HtXK0UAdpP8AFrxzcXtrdya/L51sSYtsMSqMjByoXDfiDVX/AIWV4y/tn+1v7fuvtmc7vl2dMY2Y24x2xiuVooA7TUfiz451S2FvdeIJfLDq48mGKI5U5HzIoPXtnFVtR+JfjLVbuK5u9fuWlhGE8sLGo5znaoAznvjNcpRQBf1TWb/WtRmv9Qn866nYvI+xV3E9ThQB2FUzNIQAWPHIplFAEn2iXbt3nFL9pl/v/oKiooAl+0zf3/0FL9qm/v8A6CoaKALAvbgdJT+Qo+3XP/PT9BVeigCY3U5/5aH8hVtCWjUknJANZ1fUfhP4QeDdS8H6JqF3YTSXF1YQTSn7Q4BZo1J4zxyaBWPm4E7sHmn7TnHevqj/AIUp4G4/4lcvH/Ty/wDjTm+C/gdiP+JU4x6XD/40BY+Vec8iivqk/BXwOf8AmGS/+BL/AONJ/wAKU8D/APQMl/8AAl/8aAsfLIyVxuIpMNjqxr6oHwX8DqwP9lyHHY3L8/rV5fhR4FX/AJluzP13H+tAWPkXBD45pMHfgmvr7/hVngb/AKFmw/75P+NH/CrPA3/Qs2H/AHyf8aBnx9ICOecdM4pCMKGzxX2Gvwu8EIwZfDVhkHI+Q/41Ovw68HLL5q+HNPEg7+VQB8agqOrKPxp6un99f++hX2vF4W0CAYi0XT1H/Xuv+FTf8I/oo/5hFh/4DJ/hQB8UKp9z+FSKoHbp/s19rjR9MBBGnWmR0/cLx+lO/srTv+fC1/78r/hQB8Tlk/vLn60xmiwfnQf8CFfa50PSCcnS7LPr9nT/AApDoGjN10mwP/bsn+FAHxN5igcOv1DCuz+Flqb74i6NGrg7JvNODnG0Fv6V9Rnw3oZ66PYf+Ayf4VNbaRptk++10+1gf+9FCqn9BQBdGaWjFFABRRRQAhGaybrwzol/qI1C80qzubtY/LEs0KuQvpyK16KAMb/hFPDuc/2Dpf8A4Bx//E1Dc+CfDF1GEm0DTiB022yr/wCggVv0UAYUPg3w1bRCOLQdNCj1tUY/mQTUn/CK+Hh/zAtM/wDAOP8A+JrZooA5+68FeGL6Aw3GgaayHsLZFP5gA1mf8Kn8Df8AQuWn5v8A/FV2dFAEFvbxWltFbQoI4YkCIg6KoGAPyFT0UUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfb/gT/AJJ54a/7BVr/AOiloooA6CiiigAooooAKKKKADFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH/9k=", "path": "003440.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003441
Men Tshirts
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", "path": "003441.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003442
Men Tshirts
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", "path": "003442.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003443
Men Tshirts
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Ln7GJdeHrO4RkmhR1PUECuD1n4fTxyNJpjBk6+TIcfk3+NesKAzCoriIbWbriuKnVlBaHfUpxqbnzncW8sMrQTRukin5kdcEfhVYgZ6dK9E1Lwh/aOuS3dzcTsWOApPQeg9qwdZ8J3WnbpIGFxF6MMMP8a7oYmEtGcNXCTjrHVHHSAZOcdarsCCQOR71df5XYEYYdQagaPaMmug5WrFNiM4PB966b4d6Kdc8d6ZbEZiik+0S+yJ836nA/GudkGeDz71658CdGQz6rrLSNviC2qJjjDfMWz/wEChCex7b9etFJRTMxaKSigBaKSimAtFJRSQC1Zu/u2/8A1yFVas3f3bb/AK5ChjRXoppIUZJwKzrm/wAsUjbavr3NROpGmrsunTlN2RZu7wQfKgDOf0rHknLMWdtxPrVW8vFUnDVj3N8T0Y59q8+pWc2ejSoKJHr+laPqe6S5tI2nCkCYcOOPUV43rekPaaoYldWgQZjZh0Gecjua9F1fWobNCjsTKy/Korz26ne4leaU7ix4U+lbYZT3ZliHG1luLbXMltarFDK3qKhmuri6YLNMzR5xtzxSr8kW5j71CSWjlmAxhTgV1cqOXndrEdum+SSfbkMSqey1anj+eEkfKFNR2IH2NVHUCrUo3268ciqJKpTMXuxyabipQcLj0FJnJoAj2AimshBzUopGHOKAIZlyAaS3PluOassg4FV5FKMCKAFmbdKppSeDxzRnctKBxzQA0cjJpGXinH260nUe9ACBfWgr64opSewpAMKCmlcfSpaMYoALO9u9PuBcWdzNbyjo8TlT+lekeHPjJe2aLb65bfbEGB58ZCyAe46H9K81K5qNlwaAsfT2h+MtC8QRg2N/H5h6wynZIPwP9K3q+QRlSGUkEdCOorWs/F3iGwkja31q+AjPyo1wzLgdsE4x7U7k2Pqiiuf8H+JoPFWgQ3yELOBsuIh/A46/georf4pki0UnFHFAC1Z0/wD4/E+h/lVXirOn/wDH8n0P8qGgKtFJRTAWikooAWikooAWikooAWikooAjuIEuraWCTOyRSrbTg4Poe1c9DYf2UgtBeXF0sYAV7htzAehPeulrn9U3x6hIdzEOqkKeg46iuXFxvTuduBm1UtckWUL171HLOgU7sVnS3GxeTWJPq6+f5e/kV492j2VFM1XKtMGGNznag/maz9UWKaPyRjb0z3NPtJd9u97JuO8bUH+z2A+vX8qbbWdxLO93cqd2CY4hzsX1Pv8AypxUm72KlyrRs4TWPCyKruBk9cdDXC3kc1nIVkBK+te1XsJuAxALDHOOcCuL1rR2cEqmf6110a04uzOSvQhNXR5/vVzlTXtvwMu0bS9Xs9mJEnSUt6gqR/SvJLnR2GT5TKfavc/hj4LXw5Zf2ompPcjUbaNvLMe1U79c89SK9KE1I8mrT5Nz0GikorQwFopKKAFopKKAFopKKAFqe/kWKK3ZmwPJFV6qeJpjFHZHt5HOT9KipLlVzSnHnlylS5vDLnBwo7Vk3E/pWHq/iqw0yEyTTiQ84SI7if8ACuck+IFtJE7C0uFkHQPjB/EV58o1Kjuz0ounTVjotSvIoFLzTJGg6sxwK5LWvEMUloE067BcnDMqnp7GuP1PWLrWZvPuZCVDYVP4VHtTZH/cnb0A4FbU8MlqzCpiX8MRzSvM5ZnZsd2OSaYy7pFX2qODPkA+ualkbYCe/GK6tjkvfcguH3NsHQcVN5f+hOO54qug3S59Kuo3y7e1MCjaNswvpV7PyY9apzJsfcvFTwvuXHU0AMYYptPkqMYNAD8Y6UnV6Ogp4xkUAK3WoZcEVM3c1CwODQBCvpUlMXg807NAAeaSnDmmng0AFL0ooPSgBOlL1pMGlFIAxS7AaD1oHQ0AQsmDijyxt61Iwpqgk0AaPhzxHf8AhXVkvrF8/wAMkTZ2SL6H+h7V9GeGfEln4o0aPULT5CflliJy0bdwa+YHT5SR610vgnxHP4Y1qCdZCtnKwW6jzkMmcZx6jPFFxNH0nRTIpY54klicPG6hlZTwwPenVZAtWrD/AI/Y/of5GqlWtP8A+P2P6H+RoewypRRRQIKKKKACiiigAooooAKKKKACs7WVX7KspHKN19q0e+O9cp4o8a+HtHtprW7kW9nYbWtIDub/AIEei/zqZx54uJdObjJSOM8S+I4bNWRXBYdADXns2u3MkryISHIwCe1QX1yLu8lmVGRGclUZ9xUdhnvVbAz2rnp4aMNztq4yctI6CzXt9cIqy3k7hegaQ4FQJLcR58ueRD/suRmpSBSHHpW/KlscrlJ6tlu217WrXPlancAEYI35BHoR3q+vi/WAUMjxSFPukpt2/wDfOB+dYWwUhiHYkUckX0HzyXU3h4mkds3FnE4Oc4OCcnk5x1616L4J+JekQaXDpmqvJaSRsVjkZS0e0ngEjpivHlQ9M5p4UjoSPpRGKjsKc3NWZ9WwTxXUKTW8qSxOMq8bBlYexFSV84+F/GWq+FZGFm6S20jBpLaUfIx9QRyp+le6eGvE1j4m01Lq2dUmx++ty4LxH39verMmjaooooEFFFFABRRRQAV5v8bp5Ik0BVkdUaCXcqtgNynWvSK8z+OJAPh3P/PCXH5pSkVF6nkMqmWGSMcFh29agadmsMtw6jaatYwPUnrVa7UC3cAdeaRQy2Aa3IPf+dSgkwMO4qCyP7s81YZeWPqKAI7Z8wYPbNTynLGqcBPlSD61ZkPT3xQAkQxuPrUynHeol4WnKxoAkkAdagUeW/FaGl6bd6zqUGnWKB7mdtqKzBQT9TVa7tZ7K6ltbmNo54nKOjdQRSAjk+7UQpxORTe1MBwpynnNR04HFAExIIqJsY680bqCQRz1oAhPWgc04jmgfeoAAaCtLjmlxxntQAmKWkYUZoADQvJx71teFdD/AOEh8TWOnOxWCR907j+CNRljntwP1rW+IOlpYazFcWmmw2GmXMQNmkZ+Z4143sOoJ60AcgfvUnejOaKAFOO9EYGCaOopVBCGgCKX/VgepFPXiJaZIeUHvUi58taQHrHwr8XHI8P30nXJtHY/mn9R+Ver18qRTvbTxzQsUkRgysOoI5Br6Q8Ja2mv+GrK9Eokn8sJcHoRIB82R255/GqTIasbdWtO/wCP6P6H+RqrVrTv+P6P6H+RpvYCrRRRQIKKKKACiiigAoopGdURnZgqqMlmOAB70ALWVr3iLTfDlibnUJguf9XEvLyH0Uf16VyPif4pWWnB7XRgl5cgEeeTmJD7f3j+leQ6nqd5q97JeX87z3DnlmP6D0HtQUkdN4j+I+s64zQwSGws+gihY7mH+03X8BxXGsf1oJ9KYaRVgJpuaKM0AB6U2gmigBaM0nApaAFozRmm5oAfuqa1vriwuEuLWeSCdPuyRsVYfiKqluaQtRcD1vwv8XCuy18QpvHAF3CvI/31HX6j8q9VtLy2v7ZLm0njngcZV42BBr5M310Phfxfqfha88yzkDQOR5tvJykn+B9xz9ae5LR9MUVg+GPF2meKrPzbOTZOozLbOfnj/wAR7it6gkKKKKACvM/jgMv4dP8A0wl/mlemV5p8bz8/h3/rhL/NKTHHc8jdgDTGXfHj2ocU5Pu0izPgzFIy+9XCflI9qr3KlZQw4qSJgy80AQwggSD61ZkxuA9BUSKFlPvUxA3k0AOx8tM6VIScComOGoA3PCc+nweKtOk1RpY7RZRukifayH+Fs+gOM13/AMW/DySxDxBCo+1QssN9sHDqR8k30PQ15I3Ir1/wB4nfXtDudJ1GBbyewtiGRh81xZkgOnuynBBpAePciitzxb4dl8M69LZHLWz/AL21l5xJE3Knnvg4NYQpgLkd67WfwSq6Do0MAnm8R6kGuPsoICxQAHls9D70vgbw5ZTwXfiXXVP9jab82zobiX+FB6844969MtIltra+13VE8i9ubfz9UkP/AC7w4/d2sfoSuAf/AK9K4Hz82VJB7HFGKs6jeJqGo3F3FaRWkcrlkghGFjHYD8KrUwADJoK9x1oBxSh8MCOoORQB6LoOj2vhu3tbzW4bXUvD+uW4iku4lybRz7noQetcn4o8PzeG9euNOkYyRKQ0E3aWM8qwPf8A+tXqnhTXLHxdo11bGygN2VB1DS1GEu0xjzIh/C49uuKqan4dGsQr4XY7hHCbjw9qMg5kjH3reQnqwzjn0oA8dOQe1MPXmpriCa1uZLe4jMU0RKujjBUjqDXS+A/Dlv4g1ySTUnEelWERubxycfIOi59/8aAO5+H/AIeg0rQI5tQXZea5kehgs0G53PoDjH4ivPPGniJvE/iW5vx8tsP3VsnZYl4X8+v416F4x1xrXwjJeyp5eoa8n2e1h6fZbFTwMdieM/WvHmOKQDB0paDgd6B1pgOB4qReUqMVIvNAEMww6fjUi8RkYxTHBa4Udguak/vAUgGPwK634f8Aip/DWteXOx/s+6IWYf3T2YfT+Vciwz1p2MqAeaYH1arK6hlYMpGQQcgirenf8f0f0P8AI15f8LPFQ1DTTot3Lm6tRmFm/jj9Pqv8q9Q07/j/AI/of5Gn0I6lTNGaSiqJFzRmkooAXNJmij8ce5oAiuru3sbWW6upkhgiXc7ucACvCvGvjm58SXj29q8kOlocJFnBk/2n/oKr+NPGNz4l1WVElKabbyFYIQeGxxvb1J7elcsTSuWkLmgnmmFxgYppb86VyhxNNNNLCkzQA6mmjdTSaAFJpK0dK0HU9bk2WFnJKAQGkPyouTgZY8DkitmHwlZWl6kPiDW4dPils/tUUsaGQE5xsI4IbP54NIDlc0td9DB4BjQx2tlrOqzFWCtGjYDHG30zznt/jUs1toH2dY5PBGuwtht86Qv3HGFPHH1pgeeUdq6ZLPw9Lrl39sGoafp0i/6KDA26M/7ed2QBnp1J7Uaj4d0eXUrW18Pa6l8Lh2H79CnlKqltzkdBwe3vQByx+tNq9qmj6jo8wiv7SSAkAqzD5WBGeD0NUO9IApQaQ9KTNAF2xv7rT7uO6s53guIzlJIzgiva/B/xQs9X8ux1jZaXx+VZhxFKf/ZSfTpXhAPNP3bVye5qkxNH1vmjNeVfCjxjJdj/AIR7UJizom60duSVHVM+3UfiK9UFMzasLmvNfjf9/wAO/wDXCX+aV6TXmnxwOH8Of9cJf5pUsqJ5K3NNXpinnpTOhyKRY2ZNy57CqyfI/HSrbHjnpUMkfcUAGAXBp2Pmpicj6VIDzQA/qPpUbin9qYemD1oAZn5cVp+H9duvDet22q2h/eQNlk7Ov8Sn6isykbpSA9w8W6VH4i8OtZRqZ5xCdR0SbIJkiODJCT3K5P4YrxS2tJ727itLaJpLmVxHGgHJYnGK9F+HPiO6u7ePw4Gj+227Nc6PLIM7JgCTGf8AZZdwx7mu70/wpbxTx+LdL0uaDV9RAVYJ1HlWLtkSSkdcDBI/D1pAM0zTbe7NlDBbBtF0ZvKsrfte3v8AE59VU55+tcF8TvFc17fP4ft5g9raylrqVOBcT/xNx2HQfSut+IHjFfClnFo+lGJdRaAxkoOLSI/3f9tuue1eHkliWPJJySaYCUUUUwCjvSUvegC3p+o3ek38N9YztDcwtuR16j/Ee1e4afqFr448NLcC8+ySearuU62F4D8rr/0zbnPufevBa2vDPiS78L6r9tto45o5EMU9vKMpLGeoPv6GkB2/j3w9qGt2UuuvaLDq+nf6Pq1vGPv4GVnT1Ug/p7VN4P8AB9xHodlDdP5MOsN9q1DJ+5ZQ/MoP++x/KvQvDv8AZ/iQWev6ZPcFUgMDbiDvTvbyg9SCchveuM+JWoTafpL6nZPdRjXUWxaGaPZ9kjiyWQAdCxP5CgDzvxt4jPibxLc3ycWq/urVOyxLwPz61zZozQaAEpRmkopgPHFSJUa1IDgUARdZpCOwAqUfxGooTuWRueX4qbGFNADCOaUfdoI49qF60AWNN1C50jUoL+0fZPA4ZTnr6g+xr6g8L6nDrFrY6hARsni34BztOOR+ByK+VyOa9S+C/iCW38RroTgvb3O+SM5/1bKhJ/AgfnQJo9YzRmm5pc1ZmLmjNNzRmgB2a53xzqh0jwbqVyjbZWi8mM5/if5f5E10Ga8t+Mup7bfTdLVuWZrhwPQfKufxLUhpXZ5F9wALxinsw25FQM3Wo0kwXU/WpNBxkw3XoKUEnk9TVZTulqcnnNAD6KYWwBRuoGPHoK7vSvCNjpOh/wBv+KGRFLJ5Fg5IaUHB5A5OVPGOnU8ZxiaHD/ZUEWv3liLqz3mKMrIC0MnGJCh6jqBnAJB9K9K8FeGLnxzqH/CX+K1B06LIs7WTPlsozk8niMH16n2FDYGd4P8ADHivxBpktrYSnR/Dk8j+XLOCZmiY52ID1HfPAyTya7q28G+AvBEf2zVpbeS6xuM+pSh3Y9yqH+gJrgPHPxmvryd9O8MStaWUfym7UYkl7fLkfIv615PcXU91O89xNJNM5y0kjFmY+5NJagfRM/xs8IaZuisbe+uQOnkQLEn6kfyrM/4aCsVY+XoF2ynqWulBH6GvBC2aAfegR9D23x38OzsDeaZqMJPUjZIB+o/lVma1+H/xNRvshiW+C5LQr5FwvuV/iH4GvnEHmpYLma0njuLeaSGaJtySRsVZT6gjpTvYD0jWNE1DT9e0zSPE1ydQ0pnaCyuXmaNFZuAZMZPHp+uM1werabJpOpS2j7mVTmORoyhkTs208jOOh59a9W0Vr34kfD+6truQSapFJtim4UtIoDIxPYnkZ49a5vVLFfFHhyK8iEo1/Ti0V9aFVBPzckAYIA5PPUluSabsOx58eKZnFBYHmmM2BSEPD806Z8KvuagVuaJjkoM9KAL2nahcadfQXlrJ5c8DiSNvQivpfwn4mtvFOiR30Hyyr8lxF3jfHP4HqD6V8shsKW6bjx9K7H4ceIptE8ZWSKx+y3rC2nQ9CCflP1B/rTTJaufSOaxviH4cTxH4cjhRB9rhgElu3fd/d/HFbFW777tr/wBcVpslM+T5X8phHICjglSrcEEdabv4r2nxH8KNJ16/lvY7yeyllYvIsahlLHqeelLpHwk8PadGVupLjUGPQzNsA+gWlYvmR4oxyOtMyR617nc/Cjw3OwMX2q39o5cj9abB8J/DsRzK95N7NJgfoKLC5keG5GScipTjce1e23Pwk8NT52G8hJGBtmyB74Irx/VrL+ztWu7LeX8iVowxHXBxmiw07lT+CgYPXpQOlGPWkMidR/DkU0c8HP41KcU6GCW5njgt4zJNIwREXqzHoKAOn+HOkyX3iy3vWMkdnpx+1XEsfUAfdUe7HAxX0Rc31jo9jNreqs9rHOkazrK+4R84Cgdvvc1g+FvD1l4T0DbJKI7a2xcXtw4H76UDJH+6vQe4rhZPilD4k8ST6XqkEaeGr5TaYb7yZOBKT65I+lIDzfxJDfQeJNRTUixu/PZpC38WTkH6EYxWVXqWracfHOlXgaLyfFWhKYpYQObuFeA3+9ivLen/ANfrQAUhpe1FADaWg8DJpM56c07gOzS9eACSe3rU9rp17e/8e1rNKPVU4/Out8I+Hxp2rz6v4itnisNKg+1FWxiWTOET3yc/lU80drlOErXtodz4Oe68KSaH4TW0W4utUVr/AFLcceRGRhcEdCAoNdl4ntNN8QaYVucz6Xcp5bXUUm4QEH5JR9GyCfTFeXXHie6sPDWoeKLoAa54kkaC2BPEFqvBK9+pwPpVb4WeN4tEvW0fVpCdMujhC/KwueDkf3W6Ggk43xH4fvPDWtTaber8yHMcg+7Ih6MvsayT0r6U8beBYvEOhraRYaaEFrCcnmM9fLY90PQHtxXzfdW09pdS21xE0U0TFHRuCpHamBD2o70h4oApgSrT3PyGolNOlO2In2oAZaHMA9yTVgnAqtYn/RlqcnmgAHpSgYNJS9KAAiu2+EX/ACUvTP8Acn/9FNXFdRXa/CL/AJKZpn+5P/6KagD3CijNGasxCijNGaACvn34lakdQ8cXwDbktgtuvPA2jn9Sa98urhbS0muX+5DG0jZ9AM/0r5YurmS8uprqQ5kmdpGJ7knP9aTLgV2OKrTsUO4emKnboary8qQaksIT834VNuqtCeBUufmoAkdv3mPQU+BfOnjj8xY97Bd7nCrk4yT6DrVfOZGNdB4Ksl1HxdYWzRiXLMwjO3DEKSAd3GCcZz+lAHaNZQeLPEuh+EdIZW0m1TzJpI7jzBt6sQ3YY6AgEFjXV/GXxUug6HaeEdLRYFngBlEZ/wBXADhUH1wc+w96p/Cy1T/hMvEmpi2itoYD5G2NNiRAH5sAEgfd6Zryvxhr8niXxRf6q7ErNKRED/DGOEH5D9TQ0Mwic0hNFSW9tPeXMdvbQyTTSHakcalmY+wHWgRHThVi+02+0u5NtqFpPaTgZMc8ZRseuDVYUAKOtDnihR81NmOMUAet/BHV7OK51LSbuZY5JlSe3DHG5lyGA9TjBx9a2viL4UfUo9T1vSPMimitlfUIIsqLqPOckd2GM5PXHqK8LileGRZI3ZHQhlZWwQfUHsa+lfhJrb+J/C12b8+ZcqwtJ2bnzeDhj9Q3NKy3LT0seBeJbWK3ube6to1S2u4ElTy42VAcfMoJ644yfUnpWCX4NbWrz3DaXFaSJaeTZXDwRurDzsZIwwycLx6D8cmsIfdJpkDgabIcsB2pR0FRsSz8DNAEgJdhnhQOlT20xhuIZ14aORXH4EH+lVhyMDp3PrUh4iOPQ4oQH2BHJ5sSS/31DfmM1dvvu2v/AFxWsjSn36PYv13W0Zz/AMBFa99921/64rVMyRUoozRmmIKKM0ZoAK+d/GSBPF+qjHW4Y19EZr578ajPjHVf+u5/pSZUDn6Q0tIak0E9a9Z+DHhWS5v5vENzEPIhUxWpcc+YSMsB7DI+priPBnhO58Xa6lhETFAo33E23Plp/iegr3Lxh4hs/hv4RtoNNt4zMR5FpDnGMA5c+uP1JpMDjvi/43j8p/C2mupUY+2yD25Cfnya8XIyDzjNTTXElzNJNKxeSRi7se5JyTUR6H2oA9auri6v5fDvjnw8EW/YC1v4SwA3IACW9iP6VFqOiaFJrlxfvabTcymTyc5RCeoA+vNO0Swj0vw7BECN7jzXbpuJ9R644qORXvrpUU5Zj27CuGrWbdketh8LGK5pbnNa74Omj1KAaTGZIbjhUJ5VhyfoMdK29G+HT2WsRXV7cxT28J3rEFOWbsG9v8K7WyiEFsq5LEd8VYjfczEjAFR7eVrGn1WnzcxgyeFtCW889rBGIJO0/dyfbvWJrfgrT71vPss20u4MQfubR2AHT612s+3bnqaoSHg5FQqkjR0YPoZ1o1lZQLa2hVIYxhVz0qR4oNWjktJFWe3YfMh6Vz17p7GSV4JWBZs7a1tDcWwMchORwWHc0uZ3uaOEbcpy3xOld9csYxGsNtDZJDBEnRVUn8zk1xIPrz616L8Rp1k0qzGwE+eRuPXGOlec16FKTlG7PFxMFCo0j2n4S/EN3kg8L6xIXV/ls52PTvsJ/kfwq78ZvBJu7ZPEmm226aEEXqqPmZOMPj1Hf2rwpJHikV43ZHU7lZTgg+oNfQnwx+Ig8V2z6HrIj+3xxbVdj/x9JjDcf3gOvrmtTnPnsjikXgYru/iP8PZfB16t1abpdKuGIjcjmE9kb8OhrhM0AOFFycQH6ULUV42ID+VABZSIsABODVosDyOlYqPtGK04/wDVL7UATZpQ2TTM57U4GmA8N1rt/hHj/hZmmY/uT/8Aopq4bIruPhF/yUvTP9yf/wBFNQB7dmjNJRWhgLmjNJRQBynxJ1L+zvA99tOHudtsv/Ajz+gNfPWflr1X40akTJpmlKega4f8flX/ANmryhjgVLNYbDGNQv3p5NMY1JRCvyvj8amUjfmq7nByKmU8Z9qAEXlifWus+HIibxvZrM0SKUkw0rKqg7TjJYEDnvXJrXT+ArG01LxhZWl/aLdWsgfzImVjkBCc4Xk4xnj0oA9N8KztbfDfx1qinPmy3JRj1JIC/wDs1eIv8uB6V7j4Wt0vPgh4mt4htG65YKvbBUgfkBXh0n3qHuNja9Q+CMUf/CSXk5VTKkSqhPUAk5x+leX9q9O+B91Gnii8tXGTLAGXn+6ef5/pTi7MFqenfGLRbfU/h/c3joouNPKzRPjkDcFZc+hB/MCvmq3hkuJ0hiUvLIwRFXqSTgAV7D8avG1w1xN4Sto2ihTZJdSk/wCtyAyqB2UcE+pFeceCHgj8baK10u6EXkeR6nPH64pAz0GL4A6wdME7arai8K7vswQlc/3d/r74xXkV9by2t3JbzoUlico6HqrA4I/Ovt5nS3hLyMFSNdzMTwABya+MfFt/BqnivVb+1/1FxdSSR+6ljg/j1/GkIx1PNe2/s+3oFzrVixOSIplHvkqf5ivElBr2H4AIRr+rz5ACWqLn6vn/ANlpoEeeeJpAlhZW/wDy0M9zI5zn/lqQP5Guc/grR1y8a5vNrIQEaXaSeoaRm49uTWaOlDAXtTEGSaceFNEY70AOPAwKceVApGpy9B9aAPqrwvL53hPR5M53WURz/wABFdDf/dtf+uC1x/gGUzeAtFY9rYL+RI/pXX3/ANy1/wCuC1XYy7lTNFJRVEi5ozSUUALmvnzxp/yOeqf9dz/KvoI18+eNj/xWeqH/AKbmpZcDBNNNP61c0e8ttP1i1vLu0F3BDIHeAtt347Z/KkaHu/w/02z8C+AH1jU2MMl0guJ9/VRj5EA9cfqa8V8XeJrrxZrkuo3JIT7sMWeI07D/ABqx4l8ca14oLw3lyRZecZYrZQAqeg464965pzUgRjij1paQ9KAPVbCY3egWEjMrsYgHKnOCOMVc0S1ZJZbyUAJkpGBXnGheIZdGMkbIZraTrFuxz6j3r0zSLuO90S1uIkeJJQWCsQT1NefVpuLue1h6yqRUeptWzgxkZ6GiR8Z54rAvPEtjpNjNcGQTmOTyjGjfNu7irNpq0Op2Md5CJBHIMgOuDWPK0rm6nFuxekl2rwciqEl0pVicjHWqOsao9tpF1PAV86NMqH6VzVl4ujuxbW0kEhuJTtkYdAfWqVNtXJdWMZcrN8TqM/KOT1NWbUmOQEKrZ7Gsxjg7sde1WLWQ71HIOamxs9jk/HOrm91FLJQQttnfkYy5/pjFcpXQ+N40i8TzhTyyIzY9cVzua9KkrRR4GIbdRsKltLqexu4rq2kaOeFw6OpwQQaiJpK0MT2l/jDpXiCG20jXNI22N1GY76Xdny3PRkHoD37V5BqENtb6ndwWk/2i2jlZIZsY8xASA34jBqrmtPQdA1DxNqqadpsQkuGUtycKqgdSewoAoKatWWh6h4gme002Dzp1jaQruA4HXrVaSJ7e5kgkxvico2DnkHB/lXe/CMZ8XTn+7aN/6EtG4N2PMI4WjnZJEKuhKsrDBB9DV4HCDIr2/wAe/D6LXojqOlRRxaovLAfKJx6H/a968SuFkt53t7iJop4mKSRsMFSOxFNqwk0w34PPSlEnt+lMBUfxCneYoHUUhjhJ7Gu7+EDZ+JmmD/Yn/wDRTVwJmVR1ru/g7IH+Jul4GPkn/H901AHuGaM0maM1qYC5ozSZqrqV8mmaXdX0h+S3iaU/gM0AeAfELUjqfjfUnzlIXFun0QY/nmuWfpUksrzzSTSHLyMXY+5OTUDGs2dGysMNRtUh6VG3SgRA/SpojmD6cVC/Q1JF/qT/AL1ADwcVveEre1uvEVrDes62z7/MKTCE4Ck/fPArAXrW14cWB9eslubeK4haUK0Up2q+egJyMDOO9AHtPwRCal4T8R6ST8plZRznCyR7f/Za5X4a/D3QvFcGpHV7qYXNtN5Qt4ZgjKAPvEEEnJyPwrc+D7PofxE1rRrnyo2nt/MRIifLO0hhtz1G1jg+grzv4gaXNoXjrUPLLIk0rXFu6nBKsxPUehyKV9Rmj8RfBGleETG1hfyuXl2C3nILlQCS4IxwDgdO9N+DSF/iTaYbAEExPv8ALWv4+i/4Svwfo3ii13STRRGK5XqQON3HswP5+1efeHdfvfDOuW+q6f5f2iHOA65VlIwQR6EVc1Z6DlozsPjPgfEu/A/54wg/98CuEgleGRJYzteNg6kdiDkfrVvXdcvfEWs3Oq6g6vc3DZbaMAcYAA9AKor90/SpJPqrxtqssvwgvdRUmOW5sI2OO3mBcj9TXyo8byzbI1LMTwBX078Tp4rD4ONAxAMkVtAgz1OVP8lNfNFrLOl2Ft8b5Pl5GeMg/wBKS3A72Dwx4f8ADvw+u9T18faNXvAYrOEMQI2Kggj3GcsTwOldH8JimhfDzxT4kfG9FKxE9Mohx/484rgvHF+L680uzi3SzWtqEkCjrI7bsAeuMV3vjCBPCPwZ0nwyn/H9qMweYDqSCGf/AMeKr+FU72uU7X0PGNQVx9mZ+rwBs+vzNmqi9K3PFunLpGqx2HkmKWGBBMCpXc5GScE/hkcGsNaRIMeMU9RgVGfvCpu1ADW60qmkPWlUZoA+kPhhN5vw80vnOzzEP4Of8a7u/Py2n/XBa81+EEu/wIif887qVf1Br0rUPu2n/XBavqjJ9SlRmjPtRn2pkhS5pM+1Jk+lADhzXzv4vYP4o1N/W4f+dfQ+eelfN2szfadUv5ectcOf/HqmRcDPB4B9a1b/AMPanp+k2OqXFviyvV3Qyqcg+x9D7Vjqexr374XXuneKvAMnh3UEa4e0ykqS9CjElCp9untipZoeBE4NITmvSPEvwlutFurm6bVrC10VDuS5umbcBn7pAHLV57eRW8N7JFaXJuYFOElMZTd+B5HNICCkJpab3oACa9T8I3Bk8IW+7pEzRjHpnI/nXlddh4F1NY7mXS5FGLk70bPRgOn41jXjzQOrCT5ampma9pAj15bSzWWRrnDAPzlyTxmvQfClhqX9ltFq6+UYX8uNAMfKB1OP51d0qGNppGdFLRn5cjO36Vg+M/Ft9pN3HZ2KIhZdxlcbs+wFc3O6i5Udrpxot1Gzd1jwxaatp7WxdossGDjnGD6GuTh8L3nh/WriVNsmnkbVdj85B6fiDWp4S8U3urW0/wBsRCYiAJVGA2e1ad5ex3ENwA4JQFWx2PXFReUPdNYxhVtMwWkYS4GPpVmzY/act0Bqggd1DdxxVua9TSNNk1GePfsIVV6bmPQfzqUruyN5NRi2zifFpb/hKb8sTkuMfTaMViZqe/vHv7+e7kyGmcvjOcZ7VXNelBWikfP1Jc020GadxTcGiqIOy0TQtL8VeHvsenj7P4mtA0gjZ/lvk64X0celeq/DXw4/g3wHfa5fRCPULiFrg5T5o41XKqR9ecVxPwu+H099cQeKNVka10u1bzo+SrSlec57IP1r0j4q65e2nw/nfTY3JuVRZpAfmhib+IjqM9M0AfNlxcy3l3LdTtulmcyOfUnk16B8IBnxPeHuLQ/+hCvORjHFek/B1T/b+ot/dtFH5tTW4pbHsvSvOPiR8P4tahuNd05jFqUUReWPqLgKP/QsDr3716Pmjrx2q2rmKdj5EWRmHWngOf4q674keEn8L6811bqP7NvWLxY/5Zt1Kf4e1ZOkeHNV1sA6bp1xcA/xqvyj8elZ26G1zKVe/wB4+/avQvg2P+Ln6WzHLbJ//RTVNp/wh1udUa7ubS1BPzLlncD8Bj9a7/wR4A0/w34xtLuO4mnmSB9rSYABKkNgD2NDTSuwTTdjrc0U3NGa2MB1cJ8V9VFj4PNop/eXsqx4/wBkfM38hXc5ryL4vQX91q+nrFaXMltFbkh0jLLuLc9PYCk9ioK7PLcEimEGpHLRvtfIb0IwajZj3FZm5GetRtUpI9KjbGO4oEQPUkfEI9yTUbkVKP8AVJ9KAFQc1aiYp8ynBByDnvVdKnH3KAPQtZ8W2kHiDw74ssL159RVA15AzZcAHG1jgDkEjHoFrtviJotp4s+HieI9PR2ltEFzGcDLwMfmXj04Ptg14GxJNe2fA/xVHJHdeEr/APeJKGmtVfkMCP3kf4jn86Q7nB+CfFK6S8umXzObG4bKEY/dueM/Qj/GsvxTpH9nXkF3GoS3v0aeJAMbBuII/kfxpfG+gr4a8WX+lxMWhjbdCx67GGR+WcfhXqGhafo3jrSNOtbuHzUjhWMGN8PE2Pm6dDwODx0qnroNO6seIjrTxXa+PPhxeeDZxcQyNdaVIwVJyuGRiM7XA78cHoa4oUiTY1DxJrGq6fa2N9qNxcW1qMQxO2QnGOPXj1zWt4G0M3lzcX0y/uIk2gngEnqc+wFHw78J/wDCX+LrewlDGzjBnuiDj5Aen4nA/Ouj+IPi3SrH+0dA8PwiNt32eSWIbY4kXhkT+8c5GfrRew1bqc/4Ge3vPF97qN0VIjDSq7D7vJ+YfRRWvd+Jbbxr8RLGdVWOytIDHaR3EiR+Yy5IPzcAljnB/u+tct4YVrfS9Yu2GAbZ0Xn1Uj+tc5/D+FaSl7iQuty74m1Aar4hvrwFiskuFLEliqgKCSSSSQPU9ayFNOk600VmAo5epqhT7xqagBrdaVemaRutKlAHt/wVuA/h3UoM8x3YbHsUH+Br1vUD8tp/1wWvEfghNiXWoM9VhcD8WH9a9s1E/LZ/9e61XYyl1KlFMzRmrIH0U3NGaAGzPsgkfPCqT+lfNLv5l3MSc7ySPzr6M1aYQ6PfS/3LeRv/AB0181sxWZWqJGkCNm2yV3Hwqv7+08c2i2TDy5gwugx+XygMkn6dRXD3C4c+1dP4D1ay0u+1OS8nELS6bPFC5/56EcD8almh9BX2s6bthj1Mw3Gh6mo+z3DIPKUnojHsD1B+orzDxh8J/wCyNQh1HR1kutLeZfPtl5eJCwyQe64z7jNTfC7xdp15pDeDvELK1vN+7tRKPlKnqhPY55FdBNfan8MpTDq09xe+F2fZaXSfPPaNjIRh3XGfyqQPE9es49P8QalZxDbHDcyIgz0UMcfpisknmvd/HPw807X3fV9Mf7JfXBDF3ObeUsARv7xk5rzST4Z+Lor97RtIkygyZi6iLH+/nFO4HJg1Lb3D2tzDcRn54nDrz6Gr11oV1BrsejQTWt5dSMqKbSUOm48bd3HNaOieD76+vpRdxmC3tZSk+4cswPKr69KmUkldl04uUrROr0nxCupI1xbfu5j8skZ52nHUe3NZmvSx6lZ+VfxBbqPLRyqcIxHYH3HY1vtPFYQfZ7S3SKJQflUdax3EV4D8uA/UV5/Mk7o9v2blC0iKC8tbSyS308p8wyqZ79csaBcJDAYfO3bjulY/xMe9R/2WUJ2n5T2HGaaliEbLDI9DQ5XZpCHKi/ayGRhsU7TWD40XVY5EWZSNNJHk4I2s2Mk/Xk1u216ok8snjHGBWvc6bDrmlSWU4Ukg+U5GSjf3hTpyUZameIpucGkePZP1qe4sbu0igmuLaWKG4XfC7oQsi+oPepNW02fR9Tmsbj/WRNww6MOoI+ortYfsen+GtJsvE89xf6JqUBmsZ7cfvLCYHa4UH7w6ZGfevQTurnhNNOzOd8M2+hahJcafq8slpPcALaX2793C/wDtjuD0z2rrvCnwi1S98SSRazGINOtCrvKhytyCcjYe4IHJ7Va8P/Be7u9Ugu9QvLc6CQJfNVikkyYzjaR8h9c+9d/D4m0zXb3/AIQrw1BcNYxwNDc3to2xbVcYXYx+9nkUCLVtqMPinUHhsgsPhfSj+9lHCXUic7F/6ZrjJ9a8luPiI918TLnUZz52i3LGxkgP3Wtc4Bx687q634p6q3hXwhY+GNBtXhsJV8uS6QfJheqBh/ETya8K6DOPwpgbHiPS4dG8S6hptvOk9vDKRFIjAhkPK8j2Ndv8Gx/xONWPpbx/+hmvMFPPSvTvg1/yFdY9Ps8X/oZpx3JlsewZpfxpvFGa1MSrqWl2GsWhtdRtYrmAkNskXIyO9TW1tBZ20dtbRrFBEoVI0GAoHapM0ZoAX8ak05f+KhtD/sP/ACqLNWNMQtrVq4/h3g/98moqK8S6bsytk0ZNNoqzMXmlDMOjEfQ02igCvdadY3y7buytrgf9NYlb+YrgPF3w+0i4urV7G3Sx3KwkEIwG6Y46DvXo9Y+ufetvq1YYmTjSckdWDSlVUWeZN8LLfZldRkGf9gGsbUPh3JbAmPUFYf7UeP5V65n91n9BXOay+A2a8uGIqPqe1LC0+x4zqOjS2JYNKjY9AapnhVHoBW74hm3SkZ61hyda9KnJtank1oqMrIWPmp8cVDGKlfpWhkR966j4dzSQfEPQXjOG+2Kv4EEH+dcv3rqPh2UHxE0AucL9sXk+uDihAanxkQr8RbvOeYISM/7tcRZX11p9ylxZ3EtvMhyHicqR+Ir034r6Je6p8R5ZI0K2zwRgTH7o2jBH19q891rR5NGvVhMgkVl3q2MfUEetNpp6j5Xa59C+CtetviT8O9QsNbVZbqMeVdbFCls8pIo6A8fmKwdM+AdpcRSyz6/OVJ/deXAoIH+0SefwxXkHh3xPq3he6kn0u4EZlTZLG6h0kX0INaWo/EHxVqdyk8utXUWz7kds5iRfoF/rS6CPdxpWi/CLwNqV7bSeZeOhAuJgN80uDsUAdgecfU18vzu8jvI7FnYksxPUnqa2dZ8T634gSJdW1S5vFiJKLK+Qvvj196xtjSOqKCWbgDFJAXby9ntrRbKKQrDLGpkUfxeg+lZ6nIq7rSeXeQr38hDVJelO4Mgk60wGpJemajHWgB8YyTUxGO9TWWmXt4N0FrJIPUCrj6BqiDLWUi49cVLnFbstU5vZGW2D3pV+tTy2VxEcSQsKrNtjfa+VPvTTT2E4uO6PRvg5ei38X3Nq3/LzaMF9ypDf419Bal92z/691r5m+Gscj+PdKliV2jV33soOANjdTX0xqP3LPP8Az7rVroYzKVFJmg1oZC0UnFHFAGZ4kbb4Y1U/9Okn/oJr50lB3da+gfGU3k+D9UbPWEp+ZA/rXz9IDuNZy3NqewSruQMOuKrpwSDVocwj1qXSNQXSNVjvpLG1vRGDiG6UmMkjqR3xUll7RfDet66//Er024uAp/1irhV9yx4H517v4duTdaOnhvxZqOl3moyRtH9mjnEjzR4+63beOxFeIat4217W4/JnvmhtR921tR5USj02rWAJJIZVlhdo5VYMrqcFT2INID3zxvrOoeBZhf6R4fhe1u44o57yd2cfKAoRk6LwAM96bpXxD0zxaGgF1FZ3cyhJdM1P5raf2R/4T/nFWoPEmn6jpGh2+qSh7vVrBd0M/EF5g4KE9EfIyD61wPiv4WyQ3cz+HS0gRTJJp1yQk0Q65Unh19waQWuX9T+Hmlx6il3pF5daXc28qyyWN3Ccx85zG44YenWtu7uzLPJKcDexZgBgZPU496r2slyNPtba4u57kxRBd8rZPT+VNlyAd3I9utefWqc7se1haCppN7mLfx3N7epBaqxZj91BkmtcaHb6NJZHVZY1DSATWyHLrGR94kdOe1dR4StCulTyraTF7k5F1bOhkRcYxgnIrN1LwzYIzMdTuYXY8/bLN+f+BAVShpcmeITm4t2Rg6ppz6XqEtqzBgMNG+PvoehqHU9DurCwhuJ2SOSflYWPzhfUjtXfx6MLXTIvtdzZT6lpqboC8mF2NjaZM9h2rmb7Q7u+lea81jTWkc/M7XQP+R7USp22FTxCbs3oc3pOhtPp9xqkciP9mIEkIHzbD/F9K1LSbYQ68cVt6DpdrpN8Z21aCePYySwW8EjiRCOVyBgVjW6Lv+Rdq5+Ueg7ConGyNqdXnk0tixdeH9O8TX9vaXOhXM7yqc6layBXtsdN+7grXU+H/CWm+H9AhW5uLfVIdLmnlhuZI932dWwT8ozluO1c1qGsQ+H9Lnv5rJ72KMD9wJiisScAtjqB6Vg6P4i8X+Ol1GbT76LT5dOeCWBYnEMMEZLh8k9RjHXriuuhK8Dy8XG1Vmrd/FK78VeKbXw/oulm70yeQw3Mc/yyXKEENn/nmAOa39YTSPg/4OuX0m2lku7+QpHJJz83ONzdguTgVoJqnh/wxYx61rDWyXVxGscmpJa+W902edsYG7b6nAzXn+oa3rH9qXep641tq/hPVsWzyWbb4oFH3GC9UZc55AzzWxzHG+F/Fv2AzaZravf6JfN/pULncUY/8tU9GHWsPW7KHTtbvbO2uFuLeKVlimU53p/CfyxT9d0efw/rd1pdyyvJbvt3och16qw+owazu1MBAa9O+DPOp6yf+mEX/oTV5eDzivUPgz/yENZ/64xf+hNTjuTLY9eopOKK2MBaKbS8UALV7R/+QpF9G/lVDNXtG/5CkX0b+VTLYcdyhmjNJRVCFzRmkooAXNYuvNg2wHqa2c1ieIPvWpOOrCufFr9zI68D/HiQPxDxXJ662I25rpp5wsGM9BXJasfOV1FeLDRn0MtmeZasS07E9M1mvy1bGsRbHP1rHP3q9il8J4Vf4iSMV0HhjwzceKNU+yxSCGGNd887KSEXOOg6kngCufjHFev/AAYnjEGrxKqNclo2Uk8g4ba30DY/StDI1h8H/DTQrardXQumGNxlGQfpjBwewOa8r1zR9Q8EeJo42cGWB0uLaYA4cA5U4/DBFfQ0K2zz7WihCmU7dqSKv3v7oPBx7V5d8bWha70UFg12YZGc/wCzu9fdgSKSAyfEnxKTVS89lbSQ3UgXPmBWWM98evPTNc9rzz6odLZUeW5nT7qjLOxI6D1ya5s969U8Iad5XjfwqJiMtaySpleEPQGtHJzepXNo7nKWngfWm8VWvh69s5LS7nw58zBCx9S/BwQAD+PFeg638L/DTeHdTk0DUZJdY0qPzbi3ecOSuMkMMcEgEj8q9J+xWl/f6b4wiljFrFpksHzD5jvZTn8MNXkvw+1E3V3481CWXIm0ueVueTljj+dT9kg2/gR4atrmLUtbuoI5drraw+YoYAY3OcH1yo/OsXxN4UtvA9rf3DrHKz3LmMx5ysRb5E5HHB5rqPB+vDwR8C49ZSFZp5LlxFG5IDOX2jOOwCk/hXnni3x5qXj5IbCPT4bb5zLJskJ3EdyT91RyaSs73KTscJe3TXt207DbnCqB2AGAKYtdEng/Kqr6gI5iOVNq5VTjPLemO9Zup6Le6Qy/aUBjclUlQ5ViOo9iPQ80EmVJ0NRjrUj9DUY60Aeh+DZMWiD3rrrtVaHp2rivCOVgXnjiu1nOYM+1eVW+M9zDr3EcLq6ATjA716f4J8MaJL4ctL640u0nupdxaWWMOeGIHXjtXm2rITPnHevYPBJH/CHadg5Gxv8A0I13YTY87MNDejijhQJFGkaDoqKFH5CtHUvuWX/XutUM1e1M/LZf9ey12dUeZfRlKim5ozTEOopuaM0Acr8R5fL8HTrnmSVF/XP9K8Ok6mvXvircbdEsoAeZLjdj2A/+vXkEnU1nLc2hsOjzjHrTZE5pUOMUr81JZCoOaU5zQOGoagC/qGuXep6XpdhOIxFpsbRwlR8xDNnk13fhHxTrGqaRLp+oul3b2m37PPMuZYyewbuMetcBpKaY+rQf2w9wlhkmU26gyYwcAZ9TgV6ZavpcWnwyaVYtY20i7xFI+92P95j61hXlaJ1YSnzzNGJlVSSelVbyUykLH95umKbHOG9SSOlanhn7PL4lgM8vl7EeRBtyMhT19gOa4Ixu7Hr1JckeYzLZpLZF8mV42/vIxX+VdRY67qumaRJqF1eSSpKvl2sMvO5v7xzztFa9vY6Xrsys1ta3HGWubGTZ/wB9Ieeara/otreSm4kv5rMKoSOKe2bbGB2BFdKg4o4JVoVNJKxUsfF15crftd2lnLstjISYsbsEYB9Rk1nHxpKpIi0fTVb+8Ic4qey0W2TS9Vca1p7BoFhMmWCoSwPzZHfFZI0XTlb994l05Fz/AABmP8qHz2CKoXfYtN4t168k8mO4SGPHzCGIKMVViHlkHFN8m2tJHjtJmmjPWYjG/wBwPSnFumOtc8m3ud9OMIq8UOvU066sJYNVadbJwBMYFLORngKB1JOBWrJrFh4P8J3bXGiWOnWZjD2OlXDg3Fy4I+eX9OOawLnV7nSLO51C1dEuLeJnRmXcA3QcV5DqWp32r3r3uoXMlxcyHLSSHJ/D0FdeG+E8vHfGi14h8Ral4n1WTUNTuDJIeEQcLGv91R2qbw14ovvDN4725WW1nAS6tZBmOdO4I9eTg9qw6OK6TiLmpS2s2pXMlik0do0hMKTPudU7AnviqtNFKelADP469R+DI/0zWT/0yiH/AI81eWk4Nep/BnmfWP8Aci/m1OO5M9j1uim5ozWxgOopuaM0AOq/o3/IUi+jfyrOzWho3/IUi+jfypPYcdzOopM0Zpki0UmaM0ALXNeMGbyLQI2G3sfwxXSVyvi0l5Yk7KmR9SawxLtTZ14FXrKxy8moSrmMtnHpVV5i0buQenFWVtSzFioye/eob1RHERXk6X0PoL6anC64OTznmsDvW5rb/Nj3rDHLV6VHSJ4uI+MmStPQNfvfDerJqFi6iRRtZHGVdT1Vh3FZo4Wu8+F/hqDWteNzdT2BhtslrS5Xe03GThe31rUxOsj+M9rBYi4k8PXRuZFYLI7p5bEdcPjccH3ryjxDrt74j1ibUr5gZZMAKvCoo6Ko9BX0RFpvhfWZbjQoNBcQ6bI00KvBtjMjgghD3Gf15rw/QvBF3qnj5fDVyAjQyEXbROGEary3I49vqaQjkANzAepxXsGj+dF8UtGx8ywac7ALg4UKc5/GvOvFWnaXovia5stHvnvbW3cDznUD5geQMdQMYz3r1m21jRrKyk1mU2yNBaNHHMFBkfevQH3JAxWkB2vFnnkfxG8Q23hibw5DcRDT5C4BMQMiqzElQ34nt361f8E7IPBXji8Zc4sIrYDHAMj4rgRkAA9QOa9K0CFbf4I+JrpgAbq/t4AfXaVb+prNiNHxTKYvgJ4Sh6Ca4aT8t/8AjXmukX8djqAknUNEww2VDAcggkdxxz7Zr0vxjsHwK8Fj+Lecfk2a8qs7C41TULextV3zzuEUdvqfYdaEB6aPEtxd3DSKmmMkgd0kDp8jEEA8sD8vy4z6H1rH8d+KbLU4ZLW3CM8nkZEZ3JCIwRwRwSc9uAO5zXK+JfD03hrWn0+aRJxtWSKZB8sinoR+ORV7VvAfiDQ9FTVb22i+ykgOY5g7RE9A4HKmmBzL1EvJFSv1pkYzKo96TGtzvvDrLFZ49DW9NqCiDrXOaOubbA9KtzJg4zxXmzinI9qlK0EZuoX++cfXtXsXgEk+DbIn+9Jj6bzXiN6R5/SvcfA/HgzTv91j/wCPGu/DJI8vGybWp0VX9T+7Zf8AXstZ+a0NU+5Zf9ey109UcC2ZQopM0Zpki0lGaM0AeWfFm6zf6dbA/djLkfVsf0rzl+tdp8UpN3i2NM5C20fH4k1xUnB5rKW50Q2EXqKew9aYtSE4FIohPDZpGpWppHFABXYaLrkM1hDZSPsuYV2qD0kXt9DWHoGkNq18EfcLaP5pnHYdh9TXfwW9naReVa2cEcY77ASfxPNctea+E9DB0p/EtihHqsKttOQR3q5pOqta6n9rMe47HRVJ6hlI/rTn060Z90aAE0q2TRuNyAY5Fcl7HqNKSszU0XUhZWV9GyuJJ4hGrqcbeatQeJdXsseTfSFMfdk+cfrWSfufd5IqtLIY/kJx6U+ZmToxfQ7k+KrhfDBvLuysZ2muvJVDFhWUDJJ/Gudk8exRTLGnh/S0YkDcI+nbisifUJ57CCzZh5ELMyrjnJ6nNc9dn9+CDnB61bqNkU8LBas6xZgzMcY5zjtQZm25681k29wJFDBwWPUZq39pVV2n5jj7q8msrHTYthIb1DbXUQkhl4ZD3FcJrHgnUbfV5orKDfaE7on3ADB7c9xXe2MT20ZnnGGJ+VT2qK8upJmHmHjoAKuFRw2Ma1CNXc83fwnrakhbF5Mf88yGrHlikglaOVGSReGVhgivSvPngvbVIpnA8wyYB/hAPX8SKoeKrWO+sbq4ZIhcwIkvmhfmYZKkH16CumFdt6nBWwkYpyicF3paQUHpXSeeRnqa9V+DI+bVz7RD9TXlTda9a+DS/wCiau/+3Gv6GnHciex6lRSZozW5ghaKTNGaQC1f0T/kLRfRv5Vn5rQ0T/kLRfRv5UpbDjujOzSZpM+1GaokXNLmm59qM+1ADs1y3iL5tQVT08sfzNdPn2rmvEI/09D6oP5muXGfwjuy7+MjGMWwdawtVkO1hmt6Zv3eK53UVYlq8yC6nu1HZHDayfnH1rJjzmtTWz+/C+lZqCvTp/CeJWfvsk5xXW/D7xfH4R1iS4e2WQ3OyEzMf9Um75jj6VyJzjvXqU/wmtW8OaNe2OpTvfX/ANiLwyqoRBPnkEemDx7VZkehaj448LaFb6tqtjItzcPcCK6jglVZHOAA49e3I/xryrwN4qg8O6zreuvKy2hjO2ydw8tyzMdi5POByWP86v3nwjC6tc2lhrkc0MNqs6zyQY3EzNEUwDxhh171nt8KL1bS6upde0i2ggu5bQSXUhiEjxkg4yO+Dge1IDhNRvZNS1G4vJUjSSeQuyxKFUZOcADoKr5JwMnA5AzWloWg33iPV4tM05Ea4lDEF22qoAyST2H+NdFZ/C3xRf6jfWVtBaSSWflmRvtICMHGVKseGBHcUwOOr1nQLM6/8FH0awBa+/tF5SMHAIIYA+mV6GuT/wCFa+Kf7Ku9UWwjeztGlEzrcISPKJD4GcnBB6da09J8P+PvDEVtfWdhKttqBjWNRMrJMXHyZAbr/KkNHS/E21g0v4U+EtMLfv7d9hUnqQh3n6ZP61x3gjRIr3TtT1BZ7c3du0aJbSyhC6bgXI55yBgDv0qpr2m+MNU14Wmqaffy6gkPmR2wjJKRZ6qozhc96wBouqzSSLFpl7IYmKSBLd22MOqnA4PtQJnoHi/R7eLwTbashtraa1vQLWHfhmhKgfdJyvzLnHbn1rutD1fwx4s8KzwTNaxXF7CGurYsAxwxLucc8HJB4xn8a+ezZ3SwxyG1mEcvEb+U2H/3Tjn8KfFaXwZzFbXIdPlfZG2V46HA44pgV5wqzOEYsgYhWPcZ4NRwjNwo96V6Iv8AXpSew0dtob/ugO9aF4h2kisfSJNuBW1dPmI8da4JL3j1ab905m55l/GvbfAL7vBtl/s7wf8Avo/414pcD95Xs3w848IQf9dX/mK7MOcGM+E6rNaOqfdsf+vZazc1oar9yx/69lrqe6PPWzKGaM0lGaZIuaM0lHOfxoA8P+Is3m+NbrBz5axp+Q/+vXMygnJrR8UXP2rxJqM4P3p3x9Acf0rOkORkdxWLOqOwxalPKjFQipE54pDGOab3p0n4UlAHa+EFA0W62DMjTgEZxnC8VrQTedCHwVOSrKf4WHUVyvhXUFt7qS0lYKk/KknGGH/1q6CV5YdSlWOOMrKFcb5NuWwQccfT3rgqx99nsYaovZo0oZCmeM1dEokTGBx3xWCPtkVwJZl82NRlVgONp75B5artveJIzYEi4wMOhWsXGx1KaZdLAt2x2rP1F9kkRJBJODVPV/EFtp4KbvMl7RoRn8fSuQvdfvL3AyIQDn5Dz+daQoykY1MVCB188hSNivX0rIclznacmufXV9QGf9KY7hg7uaiOoXn/AD8y/wDfRrT6uzD6/HsdppcQaRg4xkcGul0m0htA3eQ9WNeS2+oXVrMZop3DnqSc5+tdZovi7zpFt78RxsR8s44BPoR2qZ0JRV0XTxsJOzOsv7gOT6VjX14bZVd1d06fL2Puew7Zq5KQy7lIYHoVORVaSLzVK5xWK0ep2PVaEVtEylrmZl3uMswPyIvoD6fzqhqkgOhandSZVJkVIgeDtB449+TV+HTrSL5miQAHJJ4UfXtXMeL9WgvZobS1k8yKDLSOOjufT6VtTTk9DjxElCGpzXQdaM000V2njgTXr/wbGNI1RuxuF/8AQa8eavZfg6uPDt+3rd4/JB/jVw3InsejUZpKK2OcXNGaSjNAC5rR0M/8TaL6N/Ks3NaGif8AIXh+jf8AoJpS2Kj8SM/NGabRTJHZozTaKAHZrnPEgxPCx7pj9f8A69dDWF4mQmCCQdmKn+dc+KV6TOvAytXiYEuNlc9qkgiU5PzY4roZGVYGdjwBwPWuP1WQszM3evMpo92q9DjdVbNyB7Zqog4qa/bNyajUYFelHY8abvJg3IxjNfROneJdGurDw9ZHWbHy7G7slTM6phUtssW5GQG457186nrS8Y5ApmZ9FR+K9L/4TG9+3SwC2OhJclrcjGY5nk2jHGSGH+TWNrH2vXPg3FeReHv7RN9c3d85D/8AHlud2EnvgEjFeGluDjipEv7yKFoY7u4SJhho1lYKR6EA4oA7/wCDS7vFGpuqeZIulzGOFT80pyvyr716FFpGm2mk+MdNg0vUL6xjNlbfYbeZnmBEatsDZzhS3Ttg18+2d9dWE4ns7ma3mAKiSFyrYPUZHNdB4d1DxZdXV0ui6tdxzMDc3DC88vdgcuxJ5IA680xnrnhuJ4PhhpbMzps07VZCrEg9wM+4qxqqWy+PvA1t/wATAXcUUHmAnFrsWNiOP74I/KvHdMv/ABhqIbS9MudSukSOSIwwksoRz8/thj+dW7rx542tZI4LvVLkNZTEKJY1by5ApUjOMZAJGKQHuFtJE3ii7uo7yWKJtBikiuyN0qiWd3GRjgjIAHpiuOvNXv8ATn+KVxZXUsH2e5VojE23y3JAZh7kDmvPIPiR4jgkkbzraQvaw2h3wDiOJsoOMc89e9U7jxzqs8PiGKRLUjXpBJdnyzkEHPyc8D86BHaaVcvJpPw8jldnRDeyhSc42Bgpx7dK9D8Pyyw3VzKpAlurrTVnYDmQtbqXz9a8Kj8ealFa6Hbx2lgF0fd5B8o5k3Lgh+eQec4xzWhZfFTXbO5ubgQWUhnvEuyHRsIVXYqLg8IBjj2pgcZqO3+0LraoVfOfCgdBuPFV4+JkPvTppDLK8jdXYsfqTmowcEH0NJgjqdOba/WtuV8wfhXN2L8Ka2xLmPHrXJNanpU5aGXP/rPrXtXgOPy/B9mf75d//Hj/AIV4rP8A6yvefDkBtfDWmwkYK26ZHuRn+tdOHRxYx6JGpmtHVT8lj/17LWbWjqv3LH/r2Wul7o4VszPzS5ptFMkdmo55RDbyyscBELE/QU6snxRci08LanMe1u4H1IwP50Ma1Z8/zyGaRpTyXYsfqTQOUFMz+6Ap0ZypFYnUNPenJ1zTT1pVOO1ADpBmo+hxUxOaibrSAd2rUsvEE8EIt7qNLq3/ALr8EfQ1k9utRmlKKe5UZyjszsYfFljDDt2XUjD+/t/nWVf+Jrm53LAPJU8ZPLVhUHpWapRTubSxVRq1xS3J9+/rSZ5pKTNaHO9R+aTNJRQAUmeCKQ9aQihgXrPVr2wG23uGVOuzqPyrWi8YzhSZ7WN3xwykr+lc1SE1m6cXujWFepHZmjqOt3uqHE8uIu0SDCj/ABrNopKpJLRESnKTvJi0hoopkjTzXtPwgGPCl0fW9b/0Ba8VPSvavhD/AMijcH1vX/8AQUq4bkVPhPQKXNNorY5x2aM02igB2a0NE/5C0P0b/wBBNZtaGh/8heH6N/6CaUthx+JGdRSZozVEi0UmaM0ALWdrkQl0mXjlCGHtg/8A160M1HcR+dbSxHo6Ff0qZx5otGlKXJNSOAuCfJHPFcnqzYDGurfPlYPGM5rk9Y+YscY9K8qmtT36jujjbn5rhqb0WnSczP8AWmvxXctjypbjO9KelJSE0yRD0ptKTxSUAFaOj6zc6Hdm6sxH52AA0ibsYYN09DtAPtms6igD0KX4sauXKW1tbJbiFESOSNSQ4OWclQAdzFiRjvWRr3jnU/EWlLYXsVsqrN52YI9gP3s/L0GS2c/41yopScUABpjU8nimE8UANPWkpTSUAIaafumlalHWgDW0+T5Frdjb93jtXN6ccp9DW+jZjABrnkjtpPQasBur+GBRlpJFQficV9BxxiGJIl+6ihR9AMV4x4MtPtvjCy+UMkJMzZ9FH+OK9oya6aCtE4cXL3kha0dV+5Yf9eq1nZrR1X7lh/16rWr3RzLZmdRSZozVEi1ynxGkMfgi8wcbnjX82rqs1xXxSn8vwgI/+etyg/LJ/pSlsVHdHjY5jOD70kZw1InQijOCaxOomYd6ZnJp+cgVGeDigCUc0j4xSA4FDcikAzPymm0ZpM0AKelJRnikzSADSUlFADqKbRmgBaSjNJnAoADTaXdSbqAENGKaaXNIBKKKKAGnrXtvwlGPB0h9byQ/oteJNXuPwqXb4KQ/3riQ/wAh/Srp7mdXY7eikzRmtznFopM0ZoAWtHQv+QxD9G/9BrNzWloX/IYh+jf+g1MtiofEjNopKKokWikooAWikooGcNqUJhvLmPHSRj+fNcZrQKo1d/4hXytSdscMqn8elcDrzFkYkYA7V5jVptHuxlzUU/I4pv8AWN9aiPJqRjyajrqPOe4GmE04mmE9aYhKKKKACikzS0AOWg0U00ALmmnpS0h6UAMPWig0mKAENHSg0UAX9P4dh71ux/crn9POLjr1FdAMbMisZ7nVReh3fwvtM3moXZHCIsQPuTk/yFelVx3w4tvJ8NyT45nnY/gMAf1rsK66atFHn15c1Ri1o6r9yw/69VrNrS1b7lh/16rTe6M1szOopKKokWvMvi7cfu9LtQerPIf0A/nXpleQfFa48zxDawf88rb/ANCJP9KmexpTXvHBpwxo6GlUc0jferE6CZPmT6UyThs0sdDjIoAFPFNZ6apoagANNzzRnNJQAZozTScUhNIB+c0lMDUoNACk0E0cUhoATdQWNKRxTaAA0maU9KQ0AJmjNFIaQDhRSfWloAa1e9/DZNngWx/2mdv/AB414Ma+g/AsfleCNJHrBu/MmtKZlV2OiopKK2MBaKSigBa0dB/5DMP0b/0Gs2tLQf8AkMQ/Rv8A0Gplsyo7ozaKSiqJFopKKAFopKKAMLXrcyyqf9jH615v4vj+x22GwrvwB6161eR7yvrtNeS/EiF4r20VlIDBnznr0FefNfvrHs0pXwyZwb9etMp7HJz2ph5roOIYTTTTjTSc0AJS9qSgUAFLRQKAA0UuKMGgBKRqWkPWgBmKDSmkNADaKDRigCe1bbcR/wC9XSgYUCuYtziVD6MK65EHlA45rKW50UdmeweDovJ8JaeuMboy/wCZJrdrO0KFrfQNPhYYZIEBB7cVoV2JaHmyd5MWtLVvuWH/AF6rWZWlq33LD/r1Wh7oFszOyKMikopki5FeFeP7j7T40vsZxGRGPwAr3QdRXz1rzPN4j1GVzybmT+ZqKmxrS3M0cUOOc04DA5oPI4xWRuMU4OKe2eajHB5NSHkA0AQ9DihvrQ45zTaACkNLmmucUgEppPajNITmgAoBpM0ZoAdmjNNBpaAFzSUm6jNAC0Gm5ozSAWkozxRQAZpe1Npw6UAI33a+jfCS7PCOkqf+fZK+cHzgkelfSvh9dnhzTF9LWP8A9BFa0jKrsjTyKMikorUwFyKMikooAXIrS0E/8TmH6N/6DWZWloH/ACGYPo3/AKDSlsyo7ozaKKKoi4UUUUBcKKKKAuQzn5lA64rz34km0u7JI2ws8J3Rv6Z6iu6vpxExBPRc141421Lz7xo1xXmVda10e9h0o4ZX6nIgkcZprH1H5VI8YAUEc4qCT5OAT+NdR57VmIQuMjNNAHr+lMJfOeDQZWHVfyoEPwP71KFz3FRCcZ5U07zkI64/CgCTb7g/jSbWPamiRD3pwdOm4UALgjsaXkjFAYHo360hZhwaAEOQOlMz7U4sfWkyfagBMUhHpRuPpTd5znFACYNOFBPGcCkz60ASQjEyc/xCu60iJbi8tYnGVaVFb6ZFcTaANOu7oDmu40hxFe2snpKh/UVnL4kdFJe62e3dOB0FFB60V2nlsK0tW+5Yf9eq1m1pat/q7D/r1Wpe6GtmZtFFFUTcK5HxH4B0/WWe5tSLO9Y5ZgMo5/2h6+4rrqKTVxptM8K1XwTr+lFi9mZ4QM+bB84x9OornuUYqykEdjwa+lqz7/QtL1NSLywgmP8AeKYb8xzWbpmqq9z53wN3UYp75wMDIrsvF/hOz0jU0SxkZY3Tfsk+bbz0BrmJNOuY13bMqe61k2k7M6VFtXRnvTcg1M+AdpGcdjUTAZ4X9aLkjCKY4PXFSgjoQaicAnhqAGmmk8Uu3/aFG0+tADc0ZpCpoAPpQAuaM0neikAZozRSdqADNJupD1pMigB26lFMpQaAH0A02gdaAH43ED1OK+nrCH7Pp1tD/wA84kX8gK+a9ItpL/WbK1RSzSzouB9ef619OAY4HQcVrS6mFV7BRRRWxjcKKKKAuFaWgf8AIZg+jf8AoNZtaWgf8hmD6N/6DUy+FlR+JHLf8JZ4d/6D+l/+Bkf+NJ/wlfhz/oP6X/4GR/418vUVn7V9jX2K7n1EPFXh09Ne0rt1vYxz+JoHirw6Rn+39Kx/1+x/1bNfLtFL2rH7JH1GPFXh09Nf0rHB5vYh/M9aP+Ep8PbSf7f0nA5/4/Yv/is5r5coo9ow9kj6H1zxJocySeVrensfLABS7jJHXpg8149qk0Et2zreJKM4yXU1zNFYOCcuY7FXapqnbY2pJ4cjEqH8ahMsWeXT86y6K0uY3NBniJ4ZAfrTC0f99fzqlRSEWmKf3h+dRnb/AHh+dQ0U7gTbh6ikO31H51FRRcCUEE4yKX6OPzqGii4E2T/f/wDHqfmQ9zVarij92v0FAEeX9aPmPenkU00wEw3dqcq0lKBQBYgYJICeMGuusZgRCQc8jp9a45DhsnpXZeHLaTU72ytYkbEkqgkjGFHJP5VnJao6KbtF3PdweBmlzSd6K7EeUFaWrH5LD/r1Ws2tLVv9Xp//AF6rSe6KXwszs0ZpKKokXNGaSigBc0ZpKKBHnHjo7tcCk9IVrl7ttlqoFdL44yfEJ/65JXMahxbqPavPqfGz26K/dI5ecb52JPer1raRPHl1zxxz0qi5/fH61r2n+o/Ck2+g1FMz7q2SPmPI9ic1SZWzjArTuzk9KokVSkzOVOLZE0Eqrkx8exqLoeVxWkjbkqnIMMaamyHSRASvoaMjsaVqjI4p8zI5B4x60YPY0kWCpyKVAC2DmjmD2bFwfakP0zV8WUflhstk+9RtaIOjEUc6H7JlEjn7tNxz92rxtM9HNNFkSeX/AEo5kL2cipt9qAp9KvizQdWY0G2iTsT9TS5g9lIpLG7sFRSzHoFGSa7PQvhlrWrIk9ztsLduQZR85Hsv+NdH8KLCAz6hdmFC8YREYjJBOc4r1Gt6cLq7OarNxfKc14c8DaP4c2TRRGe9UHN1Ly34DoK6XNFFbJWMG77i5ozSUUxC5ozSUUALmtHQf+QzD9G/9BNZtaWg/wDIZh+jf+gmpl8LHH4kfGtFFFcx2BRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFXVZBGmXXoO9Uq+yfBXhrQZ/Afh2abRNNklk0y2Z3e1QsxMSkkkjk00B8hll/vL+dMLKT95fzr7b/wCEU8Of9ADSv/AOP/Ck/wCEU8Of9ADSv/AOP/Ci4HxINv8AeX86duUD7y/nX21/winhz/oAaV/4Bx/4Uf8ACKeHP+gBpX/gHH/hRcD4oR13A7l/E17V8NNJK2bavOpBkXZb7v7ndvx6fhXt/wDwinh3/oAaV/4Bx/4VbTTrKGFI47O3RFXAVYlAA+mKcd7ilJqLRwuR6j86Mj1H51332O1/59of++BR9jtf+faH/vgVrznP7PzOAyPUfnWnq3+rsP8Ar1Wur+x22f8Aj3h/74FYPiNFH2PCgfI3b6UKV2gtaLMCigdBRWhmFFFFABRRRQB5l43OfEb/APXNP5VzGpNiNR7V03jL/kZpf91f5Vy+pfd/4DXnz+Nnt0tKSObf/Wn61r2n+o/Cshv9YfrWvZ/6r8KlhFlW6qn0q7ddKpGmhPcdG56ZqOTqaF+9SP8AeNAmQsOajfgGpjUMv3TVdTNjYf4qeo/eVHB1apR9+kxo11/490+lQE81MP8Aj2T6VA/SpNRRS0i9KXtQAUjYwD6UtI/3PwoA9T+FCEaVqEnczKPyWvQa4L4Vf8gK9/6+P/ZRXe13UvhR5Nf+IwooorQyCiiigAooooAK0tB/5DMP0b/0E1m1paD/AMhmH6N/6CamXwscfiR//9k=", "path": "003443.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003444
Men Tshirts
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", "path": "003444.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003445
Men Tshirts
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", "path": "003445.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003446
Men Tshirts
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Ocfw1HIMsaYxU6U6mdBTgeaAF6k0gBHel75ooAiuIxJbvFjKspGD7jFeP/B+ZtK13XNBlJV0laZV9uB/WvZcA/wA68UjkHh/4/wAqOAsd7AoA6cnGP1FID29JAy8jp3pjqrHcVBI6HFMjbnGRjJxTw3vTAjKEjG0cd6Z5Lsf8asFjikJyKAIhbgcmvHvEmdf+OGkafGAUtIdzZ+mf617KXCru7AZOfTrXi/w6Da/8UdZ19gfLhBhTI6cCkB7QowAPQetFKBikPWmAUYFGOadigBBjHvUiDjpSKAOalHSgDB1qQJrmmH0Y/wAqspF5lrfQEZG84rN8Snbqun84O+tu3XBuMfxNmgDj9IvW0XxCsTMFt5m2S/0P4Ej8M16MpzzXmvia22z7xnBz+ddX4T1VdR0pImbM9uAj8YyP4T+QoA6CiiikAUUUUAFFFFABRRRQAZrj/GWrrbiHTxJtik/eXbq2GjiBHQ9sk9frXWuwVSWOFAySa8tvJ11yLxTesv3rRY09lD4GPrigDvkt1ggVIwNigBcenanIOBmpYVD2MLDvEv8AIU3bxWiAeF9KMEHnpQpqQYIpiGgDAx9fr7UOvybh25/GnFOOPpQjc4I5xyPb1qWBzuiRWlnf6zptuRuS7+1Mo7CcbuB6ZBqS60Vp9ci1RbghoozGsR+7g9TSG2gtvG5uMlZL+xEWOzmJt3HvtatojAoSuMyZdOE1yJrmUykDAQcKO2eavREKpc0krYNZOravFp9kzswHbrQopbAcZ4x13zNWvraPhoY4oVb/AHsu3/tOrXw78PP5h1WVGGARbAjhichm/Dp9areH/Ds/ii/l1e7BjsZJSwOMGXb8gCn22cn3r1GC3jt41ggRY41GAqqAFA7YobAeAM7wBwCqY7juabgU44OBjgdPajH86aQCEHFMZcLUnfFMl4jNMRRhmebWFiVyEgjZ3wepbgf1NbcbAjrWDo6l9SvpD12IK1Ipf9NkizwqioYy7RR1FFSAUUUUAFFFFABRRRQAVDM4VNvd/lAqUkVAreZKx52qdo46nvQA4KqIEX7oHFU7lvlxVx24I9Kzrlv50RAfa5AbjjFIwAJNOtm/dmmkgvjJ60wGHJpw64pxWlC5NACdqMcn268Zrk/G/wAQNK8F2StcP595ID5VrGQXPHDMP4V96+ePFnxQ8R+KwYbm4W2sg25ba3yoB92+834mgD6P13x94Y8Oxbr/AFe33EkeVA4mcfgDxXhnjnxxouu+NdJ1vRvtW62aMSebFszhs8DJry0nOSTmnRDLgdM9D70gPp3TfjZ4Ru7pLeaW8tWY7d88I2592zwK9Fhnhu7dJ7eaKaJ+VkicMrD2Ir4hmGZtw6MM4FfQH7P91qEmgajbSLnT458wuezkDcuemOhoA9jzxTWbAwaYWIBNIzevpTAzPE2oLpXhy/u5CQscLY+uDiuK+B+nGLwlcX0oO+7uXcfSl+NeoNbeCRbowDTzKCM8kc12Xg6wTTfCmnWyrt2xA4I5yaQG7z07UmeaU00kDqaYDi3FP29KjUZNSjk8duvtQA4LTscUDgilHX2oA43xU5Gs2HPRia6eHpJ71yPitv8Aif2Q7YP866+H7hPrQBga3bebC2Bk1zug350rXIndyIWPlyjtg8Z/A4rtryIMjD1rhNXtfKuG64PXAoA9XQ7hnIPuKdXNeD9X+36b9mkP762wpJ/iHY/0/KulpAFFFFABRRRQAUd6KQ0Ac/4v1E2OhShDiWceWh/rXMabaCHwXqM7L886YPuAaPG14bzV47NHykKjgf3j1rUvkFr4OMY4yyrj8M1UQOk03nSbYekY5/Cn4wcUzSDu0i3P+wKlcfNTW7AZgClooqhD1NBGcY4PY00U6k0By/iVNmv+GrwuY2hvWVj2KMhDfrtrpgpZfm/Sud8c2slx4YnkhYrNb/vkI6gqd381Fb0B863ilYYZ0Vjg9yATSQxsllFNkO0mPY4rC8RWen6LoV9qbRF5IoWCNMxbaW+UYHblq6PGOmfzrjPiK00+l2mlQk7r6dUI68bgP6imwOg8N6Z/ZPhzT7E8GKBQx9zyf1JrT7YGce/Wg9fSgUIBKXvS4ptACkVDcHEbVY421TuidjYpiIdEHNzISMtj+tTWp3XzOf4iR+lR6UNlrNRA22SNvUt/KoGbI44pabnkHtTqkAooooAKKKKACiiigCGaQpGduN5OFz0zSwrsjC+lNB8yUnBAQ4GR1NSYIFJgRyHqKzrjNX3zmqF1wDVIB8HEJqMcualgH+jE1Ev36AJQPWs3xJq66B4Z1LVnXcLS3aQLjqegH51pjkVleKdFHiPwvqWj+Z5bXcJRGPRW6jP40AfHWr6peazqVxqF9MZrqdy8j+p/w9Kza6jxL4G8Q+F59mpac6xnhZovnjb6MP5HmucEErHAicn0CmkBFinLkEGuj0fwJ4k1sbrLSpTEBkyTMIkx67mIFa1v4d8LaJKx8S6613OnWy0gGRs+jSMAgH0JNAGPoXhnUPE159mslRPKRnnlmbakSDuT+PAGTXXW/wAQbfwtr+k2Xh13m0HTXJYyph7p5BiSRvwOFHoorhn1JltryGzL29tM6sYQxIIBGAT36ZrK6n2xQB9xK6TxLNFJ5kUoDo394HkH8jmoHJDYPNeefBnxj/b3hg6XdSbr7TVC/dwDBwEOfUcj8q9DbmYBhxTA8f8Ais/9reOtB0OL5ipSR1+rV7ZCnlxLEB90AV4r4SX/AISn4walq7gNDZKYk9iOle345P8AOgBH4X/GoXYKMsVAXOSeAMdee1YWt+MtPsNTGjWiS6hq7JvFnbAbguOrOSFUY9T+Fcxawal4s07UrjW1F9NY3UsKaJZt5cIlQ4UM7EFyMg/e245xnigCz4j8f3EGiveeHILaZMPsubwMI5cDLeWoG5yBySQFGepFd1odzLe6FYXM4xNNbRSSADA3MgJ47c9q8i8TWuswG3vNWksrWB1i+0/2gfMaaVWykcMUBJESsflXcMk/PuxXrehNqUmj2z6vHHHesmZEjG0de4ycHGMjJ5zyaANGjsaX3pB3NAHB+Lc/27ZfT+tdpGP3Q+grjfFeD4jsE7kH+ddkhwoHfFAEE4zkdq5nWrTzEbHXrXWMoKnNY+pxfu2PQYpgcfpOpyaNqqXIP7snbKAPvJ3/AMa9VhlSaFJY23I4DKfUGvI7+LbIe4rsfA+qNcWkmnysC9uB5ZA6p/8ArpAdhRSA5paQBRRRQAVWvrpLKzmuX+7Ehc/hVmuU8cXxg0tLVD8074b/AHaAOT02F9T1VrlwP3kpzz0GSa6bxLmLQbeM8EydPXArL8N2oVo5CMFm/QVpeMzss7NO25vzwK1QmdHo4/4lFt7oDU7iodJ/5BVtj+4KsPUL4mBFijFLiirASlPWkNHNAyjrcRm0S8QD/lmTj1xyf5VU8KX8t/4btJZxidA0Uv8AvIcVsMglRo26OMGsHwtewz2txbxrteGUPIPUuNxP51IHQYrj9Yu47n4haHp5Xc0W+Q+2EZh+oSuwz8vvXHaQsOoePNSvhybaMKp9Cx2/+0j+dMDsTzg9qYDg0/PFM70ASEcZqJs1L/BTCOTmgB/8Gao3JyDirmflx7VUmGUxTAdYDFpKO9VHcrDGQOc8VfsVzFIPUVny/wCqX0B4oXUDdQ7owfanjpUFm++3U1MDyRWbAdRRRSAKKKKACopZPLiLAZPQfWpaqMTJc4+bbH+RJ/z+tAEsMZRAD1xyR0zUp6UijAoY8UmgIHOTVC6bqDVyQ4NUp8M2KoCa3/49j9KjC8k1PbL+5NNUcn60AIg4NPwDwaXbilxg0AfNXxQfxJ4L8YXC6bq2p2ul3Z862WC5dUUkfMoAOAQecY71wTeM/FDtlvEWrZ7/AOmSD/2avqnx54TtfGXhyTTp2McqHzbeUAZWQA4/A9DXjvwu0DTrnXNS8L+IrKF7u3Bb7PLArZZSMlZOoxkcHIYHjpSA8y1RNbltba/1Nrx4Lgt5Ety7MHx1xuJ9a7T4e/C9PHeh392uqi1nt5fKjiK7hnaCGb2yccV678V/Btx4p8JxDTNgm05mmSAAAOu3BA9DhRgCuD/Z5RBr+ruZ2Ey2wVYd3DAsMnHrkD86AOM8U+A7zwidOt7wxyzXMRDmJsqXLNgAkegX9a4uW3mtpmjmiaORequuCPwr2f42+LrG91JdAtIFmns2SR7lHB2vydoGOeCO/wDKtXwToGmePNQXxJrDpcXNoq2yWBA2qFAId8k7gSxx26DnpQBwngDSNc0tl8QJeDTLKQG1WZozJLMWx8scY5Lcghj8o65rrTLrPhZJJpNf1O/neZ/Mha5EqRRAE8lv4ufmK/LngE10XjWSy1aJNRN1NpGn6ZJ5Meo28befPIfkNvGmQSnPXofTFeY+Kra9srNW/snUNNF2yxIJrlpTcrjjeeF44wu3jNAHqPwR0/7P4WutSnVVa7uXcsxA+X6mrc+u6n8QtQk0nwzcSWWhRNsvdXTMcruOdkPOfYnHTv61dC8B65rOh2thrt4NN0mED/QNPky1x7yyA45/u4r0G5udJ8KaOrmNbSwi2pFDbxckkjCqi8sxPoM/zpgVtL8NaV4e0c6bp9mkcBUiQsMtKT1Ln+Lr3/SvM9HXWJfiC+laVcQn7Av2e71FASjwAEKsqHh5wdo3gnp6Zrr/ABJ4m1GZ7fw/pEKReIbmMSTKx3R2UZzl2YcFugC1q+GdFs/D+nR2FkGKj5pJHA3yuerse5OKQFnQvB9ho0puy89/qD5LX16wknBPUK2PlX/ZGB610I4Hp7DpSIPlFL3pgKSNtA+5SYyacx2pQBwPiU7vFtgPTP8AWuyk+X8hiuO1n9741sB9f612c4yPpQA0H5TzVDUeYm47VbGQSTVS9Pyk+ooA4zUgBJ0qpZXMmm6lb3acFXBx2I7j8q0tZhKFHIwDWY4WW0AI+ZT8vrTA9atLiK7tY7iE5jkUMpxjirFcz4KhvINFK3SlYy+YQ3ULj9Oc101SAUUUUAJ7V5j4pu/7S8QOik7Ix5IHuCcmvQNWvBYaVc3GcMkZ2+5xxXl1gDPfiR8ksxcn8aa3A7HRocSouOFUUnjYA21l7yEfyrQ0mLaoboTVTxiubewGM/vsfyrRbiZu6UP+JZbgf3BVhxVfS/8AkHxD0FWWNQ92MiPWinHrTTVIAOKYTzTzURzupgPXrXP6NYw2Oq3JDbZJhJHt9QshbP5Otb6H5q5+W3k/4S1ZF4ETo5z/AHHQo36qlKQG7LIIYXlY7VRSxz2wK5LwLpz241S8kbL3MqJ1zyq8/wDjzMK2/EQZ9Hlt0Yq9wVhB9MsAT+Waq+C45k8JWLXA/ezb52yOcyMz/wDswpAdASMUmORR1pc1QBntSE8/hVZbtnvJraOFgYgMyOQFO4ZHuelcle+KNSVp7ZLQx3S52pKNhROR5m8544yMjPI+tTcDtGYAAkgAjgk1Wd1clVKsVOCAeh965LSLu7ur+JJiLpSjGSCQDOPlw7AkgMDuOMjggAGulaYJqJgKhRJFuVsY3sDg/iBt/OmmBo2XHHrWZP8AcUVqWgw1ZU+cH2OKcXqJmpprbrfHpV0+1ZulNxjtWnWctxi5opBS0gCiiigAqpGyxMFPDksQD3HX+tW6Y6CRSrAEHg0AIsm480kjbR7VF5LxkbG3KD0bsPb/AOvTJ3yQmMN1weKAI5Hy3tUOPm9akkTZGWzx6mm2ybxmmBYjXEZpqL1qeNcKajxgkUANalOMe+KQik520AVpjgH6V5/4uhHhyd/G2nWtvJf28DW00c8mxZY2x/48COB3zXX+INXs9E0y4v76YRW8K5Zjz9APcngV5Jpuq6h4g1C28U69ABo4cx6Npipve4lzhcL36fePTtQBhWPx68TWguRd21ldFyTCSrR+Sfw6jpwfSq/gf4UeI/EV0upXMk+k2UhLGdTtlfJ/hXOcHnk+leu6H8PLe61t/E/iWytZdXmwRawAfZ4MdMDHzNjGSe9dlq+s6Z4e05r7UrtLW1TgvJwCf7oxyTx0pAcLqfwl8OweEJdPsoZY7iKTz0vSQ0xfHOSR9088V518OrS7nt1g0f8AceIbGZozK0eYfIJG4TA4yOcqOu7FdfaeOdd8f65PbeFYRb6dAR/pdzEPlBXJZhnBOThU6fxHpWX4Jtv+ES+L2q6HHJJJBLBuVpTlmOAcnHHrQB3lr4Qca4NY1jVJtYvI12W6yRiOKH3RASA3X5uteeePdSh1f4oaXpcjM0NqVYBVyXkPYevPevZ7mT7PBJOzbVjUufoK+ffBll4l8S+OdR8Q6ILKMxu8YuLwbljBOMqvdsflQB7t4h8QQeGNGN3OiA/cj819ke7HG5uwz3ANedaW2v8AjHVV1TS2Y70Mba5cRFIrZcYZLaEnlu3mHk89OldRa/DDSpr8ajr95e67ehtwa6fbGvsIxxiu1SJYU2oiqo6BVCgfgKAMHSfD1h4Z0k2dkJX3sXmmmbdLMx6lm7/4CrVo2ZeRVi+bEdVbQ/vhTA3ox8opcYNLGMrmhuuKABetMlPyGnjioZ+EPpQBxN0N/jWwJ/2v6128wGK4xhu8badn/a/rXazg46dD/WgDOaT96FPQ1DqSYtSR17VN5bPdFVXcc5Aq6lj5qr9pOSOqA8UAcs+l3WsQwpCAFU/O7dAP61taV4YstLIkwZ5scvJz+Q7VtrGEXaoAX0AxThSAFBGc0tFFABSE4paaxA6nHHWgDjPHN8ClvYIeT+9f6YIArm9FTddYHfgVW1LWv7W8QXxSMSRqxjWSKQPsAOBuXgr1Hr1q34Yube61JYYpVaVeTGeG/BTyfwqogeh2KBYl+lZni0Exaf8A9fAFbVuu1ADxj14rG8VkCPT/APr5H8qq+oGvpZxZoPrVtsVV0/8A1CD2q03WofxMBhHNNIp/ekI4qgGN1qJvvCpW61E/UGqQAp5FZHiAPGrvDxNJbsykdzERIB+OCK1lHzGoLyEPPYzHGI58HPTBUg/0pSEcz41vZ4bBp4R88MDPt9HkAjT9ZP0rq4UWGBIkBCoiqvsAK4u3uvt0mnR3a5nvrqO3lVh0MAZ3/JkX867VeRSiMevNKcDtTV4xQ1UJkMkjLqcURTMc6MuQOrLzz+Ga5m4Gm6pO0du10Usz5ZiibaXfk8FuScjac+varmteJIrG5+yjKSBkYylC6+4IHPSmQ6lpd3GqNqSyyOct5f7rf6g4GD+Jrm9vTlLlvsbewqJJ2Mmzhv7Bt6w2ulB12l7gGSZsr8q565B56Y7V0azTeZAssBMqph5VBEZJxnbnk9BVtI4URDHGoVF2qRzx6Z61GzAHcSOe+etbRaM2mtDTthhjWXdJt3Y/vH+datvxWfqZCB3YhUHJdiAoz05PFUtGSLpTcY71r5FcdDr8NnbJdIjSQydJXPlIuOu5m5yewAOasXevGPUhaRXMSSB9jR+WSRnrknjg+g71MtxnUhhmlzXnsGoapeaidStoJxaKpKFiJMtnkbmIAHB6A8V3kMomijkUgh1BBU5GD796kCeiiigAooooAKY0asMMoI96fRQBRns3Yko+4H+Fz/I9qSL92CjfK3ZT3q/TGQMpDAEH15oAjiOQf50wj5qQJ5U6qCdrAnBOduMdPzpW+9R1Aa3FMckLT3qBzwQaYHlPxw86fwzYWURwLi+VG9DhSVB/Guv8JQWsnhnRZxbJG0VqFhymDFkYYD8qo+PPD58UaDLp8cxguA6zQOBnDr90fjXK6P8AEDxToccWk674N1C6v4RsM9s4PnH1PBH1IOPagD1i+vLfTtNmubm5itYYhl5ZOVT/ABIrwi50W4+K/iFF0uW7m0W1kC3Gr3zfvGPGVRegwDwMD1J7Vt+J7y+1/V9E07xP4eXRdP1O48iOeSVbicHgBRj5Yw27GcZ969O8F3WmX3hm0l0mySzsg0kcdugAA2OyE8epUn8aQFnStE03w7pUen6XarbW0fZBgse7Me5ryjx9pupaN8SNN8SWlqz27qscjJ9CDmvaJuuAPzryf4k6zKt/9nVsKrLGMD7pOcmkwNjxf4t09PCGoGzldrl18tU2nPNZXwMtRF4BaUjDyX0ob1BGBg1jNpot7FbnzjIyFQ6SHOQehrofhZepFea5oKAEQTi9U9P9bwf1FEXcbR6eo4pr52mpBgVFJkg4qhGZqP8Aq/wqnatidB61b1E4AFVbVczrgdKAOkib5RSsMmmRrtQDvinZpAKvp3qC4G6NhUw4qG4O2M5pgcc7f8VpprAE7d5PFdsY3lOSdqdj/F1rA8Ov5uuX+V+7EmDj/aeuppARxxLGCFUDP608DFLRQAUUUUAFFFFACVgeML4WPhm+f5y8kTRqEUsclT2HJ4z09K3ycV498SfF1qnieDRpES5tUg3zIRwHLHvjpgfrSlJRV2XCDm7I59LF7rRhcWaiKURmPEjrMSxyrIc4YPgYOSBz0B5Grp51CPWooYZ7a5AjXfbOiq064wyAydQeo2sTk/jVgyabNZQQWk0j7CJPKdyWQ477uw9uARXaeHbZfIV5ACx4wwz/AJz/AFpxakrpilCUHaSMi21xtLaOwngu9NnkaMM24SxoWDHAjc5A+UkhckD0p2t66brUdLsgYrh0ffJJb5wpK5BZG5APbk59K6ceHrJIbhLYNALgfMg+eMHOSfLbK5Pc4yfWuN1PQX07xRp0iyRb3y87oT+864ARs4B7/NjjoKqO5J6HZDaqAZAA71ab7wqnZH5Y8YxgdKuv94UpbgMbilIyKR6cORTAhfrmom5GamfpUR+7VIBin5j9Kr6szrodzJHy8S+YM/7JB/pU6n5qZcwm60+5gEmwyRMm7GcZGKGBzekxWtzrK5J+0afG8zj3ugr5/wDHW/M10wPXPFcd4Shki8S+Io7hxLcPFaSPJggEMrEL16Dpx6e9deDkZoQEqnnFK3SmIctmmXkyQWc0rnhEOfyNKb5YtlRV5JHnOsTm61C+kQ48xiEPUcDGcf0rlLnTZYLG3hMJnSNAjLHlGcjJVsk8AMeR1wR1rfdnNv8AexIwznGeT0471z66XIkeHPyxSCSMRSbCwAORuAB+YnvnA4ya+To1XKpOTfU+s9laEYpDLe91zTkaOW8kE6K8i3AGVRV6AkdS3zHtXQWXjDW3trSSbyJppNo8oR7eT0569a5q1udWa8EFykUbMXBG3IABBG0jG7g4/DPtW7oQWTxPYRFdy+buI9MKSD+Yrrp16iqqCtr2JqYek6UptbI9ph6A+1ee+JC3/CTzxTrELWZcSySuS2woojEYGW+8HYhBzjkivQoOVBrP1UKCuQp7jI6e49DXv2uz5N6vQ4nTPDkkt2bS6E9zamMGaWSVkDyBgyFBkuRgbTnB/UV2Gm6G1msvm3A/eEHZCpUKdoX5WJLDgDvVWzlWOUtIwUKNzMxxgdz9Kju/GljF9nW1dJvtG4I7PsU4H8IIy31Ax7iq5G9iJzjFXbLE0Drp8ukrp0xtwGQSvMoXZ13buTnk9u1XtDntZLAQ2lws8dufK3qDg49+h/DivOpfEF1rLbWDu6EyxhgqxlVPPyk4yB0yW285btW94Tup7rVzOsjPayo+CqfIoyCqFv4m6nI4I9cVTpWjdmEMRzytFaHfUUlLWR1BRRRQAUUUUAFFFFAFeT/j8iH+w/8A7LSN1pZP+PyL/cf/ANlpWHy5oAgkOFzVR361YuHwmPSqBfKmmBSmG+5GDWnB1HX061mx/NcVpRfKc/lQBwHxqiaHwjYasilpdM1KGYHqcd+e3IWk+BJlm8CvdTBubp4oSTn5Bhjj/gbOat/GadYfhhqJPWSSNMH3bP8AQ1vfD7QW8M+A9L02X/Wohllz13MSx/n+lIDo5Rh+efrXkPxCl05/FRs0uU+3LCsxQ8bTnA/Hvj05r0Lxn4qsvB+hTape/MMiOKIHBlc/wj8Mkn0FeL+D9E1Lxdfat4+1pdqujpboo+V2xtyB/cUZx7j2oAuxTzXaxwtEkb7gSUbcZD2rqRpi+CfEekeIbmR1gvU/s/UMj5Y2ODCT/wAC4zUnh7Q7a213TXCl38jo30ruNZ0a18QaLdaXdrmO4QjdwSh/hcZ7g8jvxSSsG5qkblOOcd6QD5ea5vwTq15e6XJYapGItV01/s11Gc5IA/dyc9nXBrqHGFyKoDD1TIbHtUGnuBOuT1qbVT82aqWePtCelAHTAnac0lCDKCl9qAHVWvQfJNWMnNQXvMBGDQBh+Fs/2xqH/XNP/QnrrK5LwsSdZ1IEYwiD/wAeautpAFFFFABRRRQAUUUd6AK93Olpay3EhwkSM7EnsATXgclnFres3GoJL/p9xdSOsZ3LuwNzKpPBIBGNwUEZ9M1694yvvs+k/ZkfEk52kAkfL36c1wth4dE+nTsqGZzceeqrKYJMbtxG9eG6kAMAOScg0pRUlZl05uD5o7nnPiKxv9J1gmWOSBnjEm7cMAg8YI4JA9D/AAj3r0Lwx41uLRPs97slWOFXYkgbBgE/MOuMjn3HPNQQWNxYCXTLJRHOEMzllJaQem0ko46gjJ4I5O3NQWun2N7DatJpcto80gXzYd7LM4k2qPJYgBNxHAKDPQYGRzToSiv3bO1YyM1aqj1iw1iz1BR5Mvz7QxQ9R/j+Fc74lP8AxVdiR/zz6/nXNXejappGuNam4RrR1acSq3JUv02njOe/HGPrWnevcNrFgLli0gj3ZJ5APQflVYatUlPkmtTGrSgo88Hodzprb4YyPpWi56VlaPn7KgPUc1qP0Brqlucoj84py9Ka3anL0oAif0qPHGKkfrTOhq0BAeDUc8ohs55G6Kpbk46U9j89c/4zuhbeH5o8sGnwgPYcg0AcvoniqT/hLNVv5LBbbTBMttPLJLh0O1UjYjGCuVA46b+vHPop4JBzXingiC28Q63bXOpq15MbrzFgcMiyMMncwBxldoODkHJ4B6+1yja5HpUxAWFsms3xTL5WiSgHDSMqgY6nPT8qvQnGPrXMeOWnxYxREhSWZ2XaSOmPlPJH0P6GufGTcaMrHRhI81aKOXncqrFGAIztJ6A44rnLXTrrTtohk8/zA5kZNqncV+U9t2CSd2SeMVpTXcrQyxyANhSC2MH0OR1/EZ9BWOYCi3E0SMk08qxq8ThSsSgcE5GeBz069c181h6UoJqT3Pq5yi0jQtBd/aLozyFo95WIbQuQvU8AHk881reFufE4J52wMM46HIx/Wsq2lLQRh8CcKNy7txHfr3/pW/4VhVWurw/e81EBz6DP9RW+Dg5YlXWxOOlyYV2PWLUgxr71z/izUm0nTftiw+dtKqQX2YycZzg8k4GPetyxO6BD7Vk+LLCDU9LezuM7JUIBU8qRjDD3BIP4V9RBpT12PjJJ2tHc8TfVPEXiXXYLSON7qWEb1ESbEUHqfQDAxkkH/arrfD+j3drpt1p+qTRwyMyB4jmRwzHGJGBABIHZj0HPY9BpGlW2h5SxtZ5vMUO7lwS7rwMk4VSQfb7o699k6A+pXMOoXENrZ3mAJTEvmsQM7RuOF4z0KnnkYIBrSpWu7RVkYqgn8e5z9vYeS8SxaewNkNxMpUhh1yW+4Cy98AgAc9quw6TNKN+myTPHNdJKXkQFuGBYmRzlsgKvyg4x1Oc11sWl20d19q2brjoJHJYqPRc/d+gwParoXFYOTe5soqOyFGTTqap5x3p1SUFFFFABRRRQAUUUUAV5P+PyL/cf/wBlpzfcNMcZvIv91/8A2WlkyFNJgUroqc+tUDwrVYujkn1FVedhPrVAQwr++Naca5GM1l25PnMK2IFyOnagDgvjNGJPB1hblcrNq9rGR6g7q9JVcIuecYGe/Fcl8QtCu9d0bT4rOIyvbapa3LIOpRWwxH0DE/hXWyKCjIc4PXB+v5UgPJdU0W6+JHiPULuKfGg2kQsrGbhkkmyBNIqnqQGdAfUV1fiC0ttI8Jrp+nBLGAMI4UQYG3OSB+ufxrT1Iz6VpKxaNp0U0ikRRQj5I1yeWJHQAZOB1/GuS/4RCa3tptX1vVJNW1djtErErFCv92NM4Ax3PPJoAhhub838P2Ewyzwx+UHl+6CeM8c1qf8ACH6zdrN/a/i/Urp3RgkVsq2yI5HBynzHBx1Ncz4et5JtTiYSMubhifcCvWkGJs/wht1AHAfBlS/g+Wad2n1D7ZNFc3ErFpJNjYXJPJwOg7V6O/CmuY8D+HZvDmnahbz7D52oz3Ee05ARmyK6h+VP0oA57VeWzVW14lSrOqH58VXtOZkpgdNEcoDS55pIPuU4jmkAimkl+dCPWjHFMkOxCfSmgMjQEC65qBH/ADzT/wBCaulrnNAO7WL9s9UT+bV0dIAooooAKKKKACkPpS0lAHlviPUn1LXJim0xQExLzjgHr+tbmkwMLGMryAuMg96v3vguynuDPBLJC5OSByDznvUw0qa0jjVEDAHBKnt61UQKkVvGzSRSIGR8h0Zcq3HcHg/Q8c0TeGbWWawmt2NtJZzCaPrIucEYOSDjBIAzgelakUWX9R05FXY48jA49jTYFK1sWf7XLeQQiWchG8t2ZXjXIXOQMHBOcfma5HVyr+LmVQMJGBx7LXoG3aM+lebCb7R4puJOv+s/TinBK7YHdaYMQqPYVpN/q81nacMWyfStI8x4qZbgRZyBT1PFRKe1Sr0okBG3WmN0p7UyThapCKyjdIfrXMeN43fTlYOAoYFlH8ftXTx/fY1De2EF6UE6B0U7tp6E+9MZ538PvCt8dSu7rVJnkMN35sRR/wB2+AcZAx3Oceua9Luht5GPwqWys7e0tvKtolijyW2r6k5J+tNvB8jVEdAKqdRisbXtJ1HUJi8EavEI9qguBzznitdOtX4zlRUV6Kqx5WaUqsqUuaJ4ZceHNX02XdfpcKgEO4QLuDkDEjAEE9AAMfUc1Utjd/a2JjdY4kAd3ADZClievUDAxtI/Gvdpc88kfjVCXS7G7+a5tYpT6kYP047VxTwL+yehTzG3xI8NjuUkFvFMFWeX5khXcwIbkDccdua9A8OWclv4cWSQnfPOz9BkAYUfoorR1PwXp00/m2zyWvIZlX5lYgYBwfQcVdNsbXQbW3JVmt1VSwGM+pp4XDSp1OaSKxmMjVoqMWdLpL77VT7VU8QPia3X1jk/P5ak0dsAL228VH4kB32Lgf8ALRlz9VNegt0eSUbNgVVjy2MZ710Nqw2Afl7VylnOok8sk5FdPZODECcU5IC/R2pMg4x3o25HNZgIfvAgc0+kCgUtABRRRQAUUUUAFFFFAEB/4+oj/sv/ADFJMcLTn/4+Iz/st/SobnhDQBmTtudhUWMRkUE7nY0PxGfpTArW/wDr2rat1wAaxLQ/vzW7AMgGgC3gFeRTX4j57U8DpTJT8tSBk3UwVj/hWRrV0G0mXaeTipdVmKykCqEapcIY35DYBpgY3htFbXbZAuCA7EDtXoygknB4zWHY6HFaap9vjcDEZTbj1roI+ue1MCVBjFOc8U5V702QYFIDnNVOZfwqvZttlGe1S6qf3xqvbf64UwOmtpA0QwetTA85NVbdcRjFWMjFIAJ5pk43QtQxoJ/dnIoAy9Aj8vVL33RD+rV0VYuk4/tO7I/uJ/Nq2qACiiigAooooAKKKKACkxS0UAMMSE5KjNMMbLjYRgDoe9TUUAVLiVo7WSQqQVU8DnJrynSp9+vSljhismR3Ga9gxWH4gt4E06ScQxiQYwwUA8+9VF2AtWH/AB7x/wC6K0Ryv4VQsh+4j/3RV8dKUgKw4Y1Kp+Wom4cipR92qYDG60yXpTzUcvPFNAQJwSKc/akHDUrUxFiA5jpLld0ZotiNpFPlGVNR1Ay14erMTYIz0qrJ8s1ThQyYJOGG3gkHB/8A1npV9BhcAgE4OPXFMUHHQ4zjp3rjr/wxdwKVs4rme68pvLu3uWzFtIxH/wACUKAccc+tZ+o6B4hkt9KWzaRLuO2kWSdXG2Nmk3AZPLcHpjHHapuB3VwuUb61SmUSQvECCWH8sc1h6XperPHZjVPtcclrdjeftHEql3YtlT8wxsGD3BHvSaT/AG2b2ZtTacRxRQ7fMIbc+D5hGCe+OT6/Wi+oHUaS3zKM844/WrutWsl3aQiNSXSVWArN08hbjg8Z/wAa6ReQKJaagc9a+HXWbzJ5hj+6oOa2YbCKFduXcZzh2zVuipuwExS0UUgCiiigAooooAKKKKACiiigCJx/pEf0b+lV7z7hqw/+vT6H+lVL84U0AZMZ+dhjvUk3Ef4U2H5nJou2wn4UwKtqv74/St6D7i1h2a/MDW7BjaKALQJ4pko+Sn7uBxTJ+EqQOO1c/v8Aj1qpa/8AHyBnjNWdUJ+0fjVa2H+kD61QHWwKDH0FW04HSqtt/qxVwdKAJVPy02TofpTl4Apsp+Q/SlcDmNVI82q9p806j3qfVMedVex/4+lpgdTEoCCpSopifcX6U/PNACMBUT/cIqUnBqG4bahb8aQFPSP+Qpef7i/zatyuf0J9+qXvsqj9WroBQAUUUUAFFFFABRRRQAUUUUAFFFFABWR4j/5Asx9CP51r1l+IBnRp/wAP5ihAS2gxDGPYVdHSqlv/AKtPoKtA8VUgK8vEn4U8H5RUU/8ArfwqRfu0+gARUT9akIqJ8U0BH3oJ4ozzSE8UxE1s2GIqduc1UgOHFXCOKhgZV2Nr7qfGf3B29RyAOO34U69HBpsGfKHf8M1S2A851uVkt3LKc7SNzRn0bu0f9R19CdztFLiQlZ5M7uQkpOTu9Fk/9l7dsYW14qn0jSb6zt20aCV7hNyushicfPswCFIB+cnLMvtkms7T/GFlm0T+x1YXDkIsl9KSAHCkBXjGW6HA4wOvGKhoYajdXImj/fSouCSSTGAPKHUkR+38eOeoz81+C/uxr1tC87mNnxtbv+7yQDgZIPu2M9EqO31DRrvT1v4tHVJPtXkRpbXTBgMbdzEBcYLoPlzjfkE81oQ2g3/a7jTPsFykhwq3G/cAMZJHBA6DPSmkBvWrYuOeh6YrpkPyg1zFvzIPw5FdHG2Y1P8AtCnICxRRRUAFFFFABRRRQAUUUUAFFFFABRRRQBE/+uT6H+lU9Qzs6Vcf/Wr9D/Sql9/q6AM23HLVXvTzjNW4htVjWdePmQ0wJrPtW3BjaPcVi2I4rchAKACgCwO1NnPyU7kYFMueITUgcXqPNwfrVaH/AF4+tWb7/j4b61VjP79frVgdbbf6ofSrsQPeqVpzEv0q4nUc0gLFMk+7T8YGaZL9zPtUrcDltS5uDUNlxcKal1I/vzUFmf361QHWxj92v0pxPNNj/wBWv0pcnIpAIeagujiFqsVVuseQ3PagCh4eP/E2vx/sr/Nq6SuZ8PHOr3/+4v8ANq6agAooooAKKKKACiiigAooooAKKKKACs/W13aROPYfzFaFZ+sn/iVT++B+ooAdBwij2q2OtVID90e1Wx2qpAVrj74oU/LiluuMVGpxVICTOajf1p+aikOKYhnUmmt3FOX73HcU2TjNMAhPzA1oDletZsfArQjPy1LAqXy/uyTUMOBGO+B2q1ejdCaoljHbyMo5VGK9xuAJHFC2A43xjAttp9xd3V5PKjlbby32bCruDgttyFBAOc9hWTbrLol9dyafPmaxtzMs10rlPs7MTuTLEAEc7Rjn0xmruj+I9QvYNOlugheaynklTywvnFFBGBuzjJI+UEeuOlTWeoW2qW9tBdadb3VrJFsM32VkjE24bIgMYGCW77Tj3NSxmbZOllLPueJktdsNq7xTTAea2EUBpCFy4ALLlRwdwrr72C5itla4mhk6cJblCp78l2zz7VWu71YpURtJgci8isTmMcbjuzgdMHnAyvvRdaq9zJbWbwIPPtmnLLITtZdh29P9o+/FCAu2bllDD2rpYW/cjvgg1yOmyAs6EY44/Cuqs2LW+BycYqpbAaFFFFZgFFFFABRRRQAUUUUAFFFFABRRQelAELY3L68/zqpeH5KuP/rFPsap3n3aAKDcK3NZNw2Z605j8rc1lkbpSSaYF+zGB+FbcHCjmsi0Hy/hWvD90UAWAckUy5P7s1IvSoLo4Q1IHGX5/wBKYVWiP71frVq9ObsiqoB80fWqQHWWTHyx9KvJWdYtmJfpWhHQBZ6rTJv9WfpTx0qOc4Q49KkDlNT4nNQWR/0hc1Lqh/0g1FYDfcp9aoDroj+7FPqOL7gp7cCkAEZqpcqdjD2q0CO9RTDcpxQBl6BhdZvgP+ea/wAzXS1zWhHOu33vGP8A0I10tABRRRQAUUUUAFFFFABRRRQAUUUUAFZ+tf8AIKm/D+YrQrN1zjR7j6D+YoAW2OcVczzWfZtuVav1bAZcjKCq4NWZuUqpnmnERIDTZR8maAaWQZjNMCtC2cinydDVeKQh/wAcVYc5BoAjjODn1rQhPFZoOGAFX4jjIpMB067ojWeBiNu3HXvWjL/qqosuISOuBnFJaIDiNX8SyW8y7oMgtz85APBPXp26mtS18TWkcaySrcBiAQyfN2HAOfQ9K57W9Gup/MMLRbw7ld528FcAcD3PU+tOi0O/vYlSKOHdtAOZPQKOoGO3ak7gdIPGmknnbN0/ufw88cfQ/l70651nTLiNkER3kswbygcN3OfU5xnvz9a5lfB2sqDm3iOAwGJRggq2OwHUj8K0G0bUIRzZuSN5ygBB6EdDjPp9MUgJ7J9s4bGOx5+n+Ndhpp+T6VyFxGIr58LtHoK6rS33KcVb2A180tIPugUtZjCiiigAooooAKKKKACiiigAooooAhlOHX6H+lUrohlxzmrk331+h/pWXdPtJyaYFSb7rZ4rOT/WGprhtz5qCIkseKANa1JxWpByorMtR8o961YOBQBYX0qC7+4fpU61VuyQh+lSByF5zdk1VH+tFWLg/wClNVb/AJaCq6AdPp5/citKM8isrT2/dKa1I+T04pAWx0qG4PyH6VMowKguThD9KQHJao37803TP+PtaNS+a4J7Uyxbbcpj1qgOxjHyLTiOetMiB2D6U/IxSATbzmo5fut9KeT17VCX6g+lAGZogA8Q3gH/ADyB/wDHjXSiub0c58RXJ9Yf/Zq6QUALRRRQAUUUUAFFFFABRRRQAUUUUAFZXiE40O4PsP5itWsjxN/yALr6D+YoAZp7hlU+1aYPNYulNuhUjtWyDVsBz/cqgxwxq8eVx71nSnEn400IlBqRvu1AG4qQN8tMChIuy5yOlTlsqKZcYJpAx20AIp+fNaMR5rMX1rQjPINDAnflKq3ChYTx2q0TkVWvT+4b6UJAcheNmUn3qbSpvLu1HqaqXjfvWHvRbNiZCG5BpgdxHygxx9KjlU4zim2ku+IHvViQZSpA5bUFxccjkjPFa+kHGRWfqa4bf/dYflV3SmAlb65psDoR0paRelLWQwooooAKKKKACiiigAooooAKKKKAIJv9Yn0P9KyrzGTWrP8AfX6H+lZV1980wRlTDk1FEArdanufvVXXl6ANW16A1qxH5c1mWw+RfpWpCPkFAE68DPeq12f3RP1qyBVS8/1RH1qUBx1w2btqhPDVJNn7UelRt97PvVAdDp3MQrWj61j6b/qga1ozyKQF3qKr3f8Aqz9KsDoM1Wu/uH6UIDkdQP79qbp6brhcUl+f37e9T6MQbtBVAdUhKoKTLdh1p/RRQW44pAMIYemaglRsk9sVYJ6HFQsCS+eh4pAZ+kKV1ycn/nkf510lYWnLjVnPrEf51u0AFFFFABRRRQAUUUUAFFFFABRRRQAVkeJsf8I7eZ/uD+YrXrI8TAHw7e5/uf1FAGZoEm+13enFdAprmPDbYsRnuTXSKeBWgE2eKzZ+JcVois274fdQhAp4xUqHK+9Vo2qVWwBng5qgI5xUWcCpJWJycVWDcEHqKAJc8VejbKg1nRncpFXYSNmO9AFoGq98f3DfSp1Py1Wvz/ozfSkBxV2+blvrUkQ5VweAap3L/wCkv9at2BWVSvfNMDqtPk/dqc1qKwdcViWOViA9K0oZQOuaQFDUoSCRjINRaW373B4Na9zEJY+CM1lW6GC7549qGwOkj+4PpT6ZGcxgin1kMKKKKACiiigAooooAKKKKACiiigCvcffT6H+lZdzxIe9as/30+h/pWXdH56YGTcsSx4qKPAkAqa74DH2qva8yKTzk0AbUA4X6VqQ/dArOhGCPYVpRdqAJao33CE+1XqpXxHlnPpSiBxkv/Hy1MYcfjTpiBO1Mzk8VQGxpc2RityAlnArm9PbD10dty2fWkwNAYqpeEqjfSrfaql6f3bfSkgOMvnH2ls1Y0lwl4pPTBqnfH/S29KS2cpKpBNMDuEcMoJ9Ker5HAqhaT70UGtGPGB0oARjg1CxJRs+tTN3qGTJSgCCxH/Eyz/0zb+YrZrItONQT/cb+la9IAooooAKKKKACiiigAooooAKKKKACsbxU23wzft2EfP5itmq93axXtrLbTDdFIu1hQBxfhicSWqjOCGIrrkxjqfyrP0vwzBpYKpPI67iwBAGK1haqDwxq+ZANXGcZPT0qlfIvlnJb6AZNaPlerfkKjazik279zbTuXJ6GlzCMa0aKUNtZzt64HIqyFQruJbjvirg0uzWYyiLEn94E5qb7HDknByRjOafMBm+UpbaAckZwTj8vWoJbY7WaNSzDnb7VsGytyUJjBKHK57H1p4toQxYJyRjNHMBhwBShbYRj72T0q2oCTBO7dPStD7LBkHylyOlO8iLaF2DA6e1LmAqxlWGMEHtVfU022pYghehOelaZhjJyV5oMSMhRlBUjBBFFxnlN3hb6aPDZVsdsHvVnSsPMyLEWYruAL4NeiHSrButpCf+A0q6ZZKAFt4xg54FPmAwrEgxqDFgsM/e6e1XYwA23YVPbnrWqbS3PWJfXpTvs8RGPLGBRzCKCOSMEEfjUc0RJ3omT9a1fKj/ALgoMSH+EUuYBtuQYVxn8alpAoAwOKWpGFFFFABRRRQAVzreLLAa+2jok8k8bKk0kSBkidsEK2DuGdy84x8w5r4iooA+2tT8WWkFrOumFNT1FA6pa28oY71BPzkZ2AY5J+nJ4qK/1nWk0e11CCCwt4/sq3N0167oFJAJjAHIPPU/TGa+KqKAPsy78WXsOqOqx2MFpb/ZxKt3IySTGbG3yj0wCccjkqRx2k0bxJfXviC6tb1rK3tlvLi1giKyLNI0ZBBy3ynKndx26dDj4vooA+xtE8SazrSxTTWunW0eoWMl3pgNwzPgMABIuOeGjYlSMZx71BqGuX1r4VGpsNPmuxdfZn8lpHhXFx5TNx8+AOSB0IPavkCigD601TUr2PQ3uY7jRnuLeSSO8JaUQxlCQy5+8pHB+b1z0IqPU73VdP1ldO02zs5547WS8me6maNBGhUYGB1O4cngehr5PooA+4LKeOeGGYPHsljWRSJARtYAjnv16961I5YwP9Yn/fQr4LooA++POi/56p/30Kz9Qlj2HEiHjswr4XooWgH11OuJzjnNNUEdAfyr5Hop3A+xbMFZBwfxro7WRARl1H1NfC9FID71M8XH72P/AL6FVL2WMxsA6n6NmvhWvt3wLGh+HvholR/yCrXt/wBMloA5u7ic3BIjkIPcCmRRyhx+7f8A74Nej7VHYflS4HoKAOZsmKqu4Y+ta8cqY/1iD/gVXtin+EflR5af3F/KgCm0seP9Yn/fQqF5Ywh/eJ/30K0fKj/uL+VHlR/3F/KgDHsm36khU7htYHHOOlbQpAir91QPoKdQAUUUUAFFFFABRRRQAUUUUAFFFFABSYpaKADFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfb/gT/AJJ54a/7BVr/AOiloooA6CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD/2Q==", "path": "003446.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003447
Men Tshirts
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", "path": "003447.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003448
Men Tshirts
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", "path": "003448.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003449
Men Tshirts
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", "path": "003449.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003450
Men Tshirts
{ "bytes": 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KEySDqidOPQmvQc184fETWv7X8X3ciNmKI+VH9Bx/jSlsUjmpHLMSTknrzURajO4U2oKFHWrtuvyZ9qpr2q8nyw/hQBnTn98frUq8rUEpzKfrUsZ+WgBWVW4aoWgdSSvIqwBmndKAKisRwRT94xVjgjkCk2p6D8qAIlJbgDNSBMfep2cDj8hTSSevAoAHfJwPzpVHy0ypADtoAgk4NTQmoJDzU0NAEknC1DG3z1NL9w1URiJOtAE8zYkFNkAYZpLrjaajL/LQB7Z8HfEsl5YT6FcNl7UeZb/9cyeV/A4/OvUq+YPBeuHw/wCJrO/z+7DbJR6o3B/Lr+FfTiSLIiujBkYZUjuO1XFkSQ+ikzRk0xC0UmTRk0AFFFFABRRRQDOb8eeIh4Z8IXt+rAXBXyrcf9NG4H5DJ/CvlN2LsWYksTkk9z616p8b/EBvdettEikzDYpvlAPBlbn9F/nXlVQ3ctCUtN706kMKKKKACiiigAooooAKKKKACiiigAooooAKWkooAWiiigAooooASpLeaS3uI5onKyRsHRl6hgcgj8ajooA+vfDmtweIfD9lqkDAieIFwP4X6Mv4HNaleI/A7xH5d1d+Hrh/llH2m3yejAfOPxGD+Br26rTIa1CiiimIKKKKACiiigDB8ZaydC8LXt6pAl2+XFn+83FfMU8jSzPIxyWOc17D8ZdVO2z0tG4x5zj36D+teNnk1DZaWgqGlBzTFPNOWkMlTqKuH/UfhVNOtXH4goAzJP8AWGpo/u1C/wB81LGeKAJB1pxpvenUAJRRS0AIeKaTSk0nagBB2qb+CogORUp+7QBUk+9U0HpUL/eqaDrQBLN9w1Qzh6v3HCGs4/foAszHdEpqI9Kex/cj60xulADk6V9D/C/XxrPhVLeVwbmx/dP67f4T/SvndDXb/DHXxoviyFJmxb3g+zvz0JPyn8/5007CaufQ9FBoqyAooooASikooC4tUdZ1WDRNGvNTuSBFbRGQg9yOg/E4FXa8j+OPiH7Pp1noEL4e4b7ROAf4F4UH6nJ/4DQwR4tqN9PqWo3F7csWmuJGkck9yc1VoorM0GnqKdTT96nUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAC0UUUAFFFFACUUUCgDT0HVptC1yz1SD79tKsmM/eAPI/EcV9b2d3FfWUF3btuhnjWRG9VIyK+NweDX0J8GPEA1Lws+lzSZn059qg9fKbkfkciqiyZHpVFJRVk3FopKKQXFozSVkeKNT/sjw1f3gOHWIrH/ALx4H+fahjPBviDrX9reLb2UMGjRvLjx/dXiuSWpLty9y7E5JNRVmWIPvU4U0fepw60ATx9qtznEI+lU4uoq3cH92PpQBmE8mpo+oqA9anSgCWlpo6UvegBaO1FB6UANooooActPP3aYtPP3aAKcn3qlg61DL9+pYPvCgCe4/wBWazu9aFx9ys89aAJQwKAU0mmqeaU0APFWIWKuGUkEHII7VVHapUbFAH0z4I1//hIPC9tdOwNxGPKnH+0O/wCIxXRV4h8Idb+y6/Npkr4jvI8oO3mLz/LI/Cvbq0TuQ9BaKSimK4ZozSUZoJEeRI42kkbaiglmPQDHJ/KvlHxn4gbxN4pvtSz+6d9kI9I14Uf1/Gvcfi54g/sbwbJaxPtudRPkLjqE6ufy4/Gvm88kmobLigpM5NLTR1qSxT1zS0h6UtABRRRQAUUUUAFABYgDqelFT2VncaheRWlpE0s8rbUQdSaLgk76HUal8Ota07RYNRaMTO/MsEQ3NEDyCfX39Ko6N4L1nW4JLiCFYrdAT5s52qSOwroLDXvE0Nj/AGYNQ8v7MxjOFBdQONpY9hg1Ql1nX4lLrqt9gAjJfK89eK5FUqq6bR6iwPNH2iTsV9M+HPivWbZLqy0mVrVxlJ5GCI49VLHkVuW3wS8XXNus7LYQq3IElxzj14Fdl4D+JkN3a2fhfVkhtdqpb21wnCbemGz0OO/qa9lu1UJtUfJj5cenat+ZnnSg4uzPj3xN4U1XwnfJa6nEi+Yu6OWJtyOPY+1Y8cE0pxHG7n0RSf5V738VpZDpUVpc28MsUsu+KdeZISvVivcHIGR9K80fxtd2sIgtbG1hZBtd0Hyk+oA7UnOX2VcuNOL+J2OTksrqFd0ttMg9WQgVBXoOh6jq3iKK583VGhKEAKkSlWB9QaxLjSBcySLdeVbXTgtbuq7UmwcEEdjSjV15Zblyoe7zR2OZpaGUo5UjkEg0grY5haKKKAEooooAM12Pwy1/+wPG1m8j7ba6P2abJwMN0J+jYNcdTlODkcH1oTsB9m59aM1zXgXXh4j8H2F8z7pwnkz/APXReD+YwfxrpM1qZMXNGaSigBa80+LmpGOwtLBW4cmVx644H9a9K614V8S9S/tDXpypzHB+5X8Ov65qZbDjuecSn5qaTQ5yaSoNBaUdaTNLmgCeLlhVm6OEqrF94VYu/u0AZ/c+1TR0Wkq299BM6I6pIrMrruUjPOR3rum1TwTKwP8AZ+yQzszEREJs3yYAXscFBQBxY6Uda6u2uvDH9safFNBbNYmKJ7mVldQjhCGUYyW+bDe5GOlVZo/DieHy0U+/Uvt3mbdrKGt95AQds4+bHXmgDnxSEdq797PwG94ohnHkmHewlmddvzYYDjlwo3Beh3e1D6T4Fe6YQ6h/o/kFj5lyVKMGA44+Y4yQO+aAPP6O+K7250Hwgs2qJFfnbFFGbQrdBjKSCWPp+B/nVKTQfD9xHdTWV+3lpcPBEjTgMTuQRnB5wQWOenFAHJLTj92un0HwvY6np+oteaitneWsjIsbOu1sKW/H7rdPb1rTl8FaUrT41aRBHamZN7R5dg20EY/hYZIHWgDziX71SQ/eFdXeeCVgstauJbqaNrCQiPei7JF27gxOcjd0XGcmuShPzDNAFmf/AFdZ561oy8x1nuMNQAL1FL3poPNKTQA4U8HmohT80AX9PvZbG+guoGKTQuHRh1yDmvqHR9Ti1jR7TUYfuXEQf6HuPzzXyfuINe1fBnW3uNPvdJlOfs5E0XsG6j88fnVRJkup6pmjNJmirMxtGM0lZHijXI/Dvhq+1RyMwxnywf4pDwo/MigDwj4ua42reN57ZGBg09Rbpg5+bqx/M4/CuBzUs80lzcSTzMXlkYu7HqSeSajrK5qtBM80Ac5pP46dQMQ9KWkJ6UtABRRW74Ti0ifX7eDWVc20h2gq2AGPTd7Upy5VccFzSsXPCHg6XxVLO32lLe3hHzsfmbJHAA9PerN38MvENvD5qRRTEZzGknzY/GvR7TQdI0PWhJaWxtmuVKo0bn5WA5XHTBHI9wa5Wzm8Saf40bRTqz+S5MiPP84dOvGe9easXUnNuD0S2Z6P1aEYpTWr7HnN3p93YSmK7tpYHHBEiEVa0SwTUdSS3N6to7f6uRgcbuwJHSvWdT8RCy1tLDVbOL7DMMQ3LDcCfRgeBzUGuQWmn2n2u08P2l5j5m2KFKjscAc/hWixkmkpR1Yvqkb3UtjzfUTdadfzxzTebdxzMkk4ct5uB0x/Wta00nWdYjVLe1MkKJu+1KCIgNuTyepHtWxpvgm58WXr6nHFLHp104lVFhZnbpuC9tucjJNe222in7JFZfZ/smnRqoMDOGZ8dFOOFX1HU1vZWV9zOOIqU24xeh4v/wAKg1ieyimS7jE8ihwhU7fXGR0OMVag8c+OvAsEen6vDHeWkPyKZl3ED03jn8817fJEoGAMYGOvT2rH1TTYNQtngnjDBgQCe2aXtLGb953PEtW8cr4kubm4ePyJHAEabs+WB0APcE/zrM0/e+itJZTI9yHZ5oGXKtntg/zrZ8XeA30t57+0gV4xhzGBtKeuAOo4rgY7ibTblZYHw3scgj0qrKS90cZcr946WPTbfVdOa8s0azulyGRCQpYfyrP13WI7zT7CCHI8sHzFPUMOOtbtvek6eXWNElnUtgNgFiK4e4glt5mjmQq45IPes6PvSd+hviP3cFy9dyGiiius84WiiigBKKKKAClpKWgD1v4Ia95GpXuhSv8AJcr58IJ/jXhh+I5/4DXuFfImh6pLomt2Wpwk77aYSY9QDyPxGa+tLS6ivbOC6gcNDMiyI3qCMiriZyJ6KSjNUSZ+uagNL0W7uycMkZ2+7Hgf59q+e9acvGXYkliSc+ua9Y+JmpeVZWmnK3zTMZHHsOn615JqgJtyfaok9TSK0ObPWkNObqaYTUlC0A80g6UgPNAFqDmRanujyRVe25kX61PdnDUAUQRnkj86kBHqPzrd0nxbc6WkcD6bpV7bIu3ZcWiF8ezgbs+/NdVDEb+GLWreTT28PDc18ZLGIy2hUZMJ4G5m6Ke+c9qAOcit4dE0Zb66jSXUr5D9khkGRDF0MzD1PRAfc+lOiUeHtLFzIoOrXsZMCMM/ZoT/AMtDn+Nv4R2GT3Fadlrh1a9vNV1PTtNGlWuDIptFZmHSOBW4ycAD2AJqlNNeeJIpLq4s9Ls4XlC/avKIYt2jTGWc4wMAdB2oA5oE5PPJozzXQ6H4fF3qV3JNmfTtPbMzodolb+FAT03Y5z0AJ9K0LTwvdw39zqGqW0T28KrOsccgEc7uNyLu4AQAgseOPc0AcccH09a3tL16ws9IbTNQ8P2d/C0plE3mNFMCRjG9eo9jUV14Y1i2vUtZbTFzNOYo4kYEu2ASVA/h5HzdPyqnqtkmmapcWcd3HdCBtjTwj5GYD5seoByPegDoNLbw5quoJbr4YuFTBklYak2I41GWb7uOAD+OKhvNd0CaZ5bfwjbIhACK15LjaOBkLjnoT70lzG2haUmjqCNSvwsl+QuWij6pDx3x87fgO1Zeo6ZPZJFN5UptrhWe2ldNplQHBbb1AoAq6rqMF8sawaVZ2IQ5PkNIxf0yWY1Qh+8KtWumX+pT+RY2c9xLnG2JCcH39KrBHhuGilUpIjFWU9QQcEUAWpPuiqUow2atyHharzDIzQBB/HQeDSfxilNAADSg03vTh1oAXvXR+Cdfbw74ntL0sRAW8uYDuh6/l1rnKeM9hRewH1wjK6h0YMjAFSO4p1cT8L9cbV/CUcMz5uLI+S2epX+E/l/Ku1zWpixK8W+OGv8AmT2WgQycR/6RcY/vHhAfwyfxr2jivnT4leGteg8T6lqtzZzS2c026O5RdyBMcA4+7gcc0pPQcdzgTRR+PHrRWZqN/jp1JjvS0ANPUU7tTT96nUAFKuQwKkg9iKStfwu9rF4jspL1lWBZMkt0Bxxn8cVMnaLZUFzSSOjv/EmpwtaLrFzPG0arLFbW2EbpgM7diR296Y/xBBnim/sa3kliGElmlLyAfWrPizSrDUNTk1E61aQiQAMrHeeBjI21yry6VYt+5ikv3H8cvyR/98jk/ia5acKVSK939DqqTqQlo9DotU8Z3Wv6a1jb6Xl5OHJBlx/u8cH3qx4VTxJcXUXh1reXy7pDhpPvQx9HYd8YyMepqpon9t67perT2EsVrHpkHnyeUFjXb02gAZJPbntXpXwYGdK17Vr5XvdUhdYQjHc4jC7gB6Ak1oqUUuW2hMqzfvX1PRhdaP4Z0iLzJ7axs4o1TEjgFSBjHufpVu3vbbUbVbmymjngf7skbAg18+2suleO/EF/r/i/UxY2ryNFbQliFUKo9PQFRx1JrqvhXqS2bajpNiz3emifzLaU9VU8HI6gfLVSSRkmeqSdD1rNacPdywcfIqtkH1z/AIV5j4/+LF1pupy6VoXkM0LFZrl13Yb0UdPx5rnfDXxX1CPUXTWis0U5UGdECshHA6cY5qHTbVylNI9d1qwtNS0+W2u4RMjjHl7iN35c14j410ax0TxD5cluY4XgR0WMEAsOCB2x0r260uTdqJgv7sfcb/np6ke1eb/FnbbS6RcuN0Y86MKF5ycHOf6VFO97GumjZ5lcXVxfypDBGVjQfJGvH41FeXF4yCC6JO3pvUZH41Z/tZd/FuPbnBq64juo4pp4xvUZ+b+ta83Ja6NY0fap8stTESyuJIfMWMlfWq/StPUbmXPlKCieo71md61i29WcleEYS5YiiiiiqMRKKKKACloooAXNfQHwb8QnU/DD6XO+bjT22rk8mI8j8jkflXz9gntXc/Cg6inju0axiaSIKy3RHRYj1JPscH601uKWx9IUUlFamJ4946vje+Jph0SACJfw6n8ya5C/TdbE+1eueKPAy6rcPe2EqxXLcvG33XPrnsa841jQ9R0yMpeWckY5AYjKn8RWbTuaxehwTdTUZqxcIUmYYxVc9akoBSdDQKG6UAWrQ5lWpLs5Y1DY8zLUtyfmoAq5+aum/wCElhi8Bp4ctbIpLLdfabu5ZgfM2/cUDsBXMfx1IKANu/1+4vtEsdGjRbawtVJ8qM/62Q/ekc92P6AcV0Wi+I47zUWs7bRA89zai1jf7RtaEgDLBsfu02qSduDgnmuGBwMngd81rW2qRWWiz2tqjC9vCY552I+WHtGmP7xA3H0AFAHX3XiC28RXNjpOnaZGkFlv2vLL/owQfeneMAbuAT8xPYc1Q1zxjbarPZ/YtPlLWyeXbx3Eu+JWz/rBGPvMxAPzd+3ArnzqUNvoB0+zVxLdHdfTNgFlB+WNcfwj7x9Tj0re0a1h0LS4dWvD5c9zGZI343RxZxiIHrK5BG7oignqRQBqavrN1pVq91qLQR6rew4t7WxI/wBGGNvmyscksRkKoOBya47w7LptrrMFzqgke2twZRGgJMrqMopPYbsZPpVS9vZ9RvJLu4bMshyfRQOAB6ADgD2qDBz0oA6fQtS0oC7k1SSaOa5m3ztGCd8Q+Yxh+o3Hg9yMdq6S48d6NtZYbOSEeUZv3UQwJAMRQqD0VR/EeCR0rzYZ9MUrfd/lQB1+u6tp0el2tskljNGkYceRlp5Wb5irNxsUMTljlic4wMAcVcXkt7dmeXaCcKqooVUUdFAHQCopB1xTIz81AFuUnaKjcZSnzfcWmdVoAqkUh6VoabpN7rF6LPT7Z7i4KltidcDrVN4mjkaN1KupwykYINAEfenLQVrb0DwjrXiOZVsLNzETgzuNsa/j/hQBkKM11/hf4e6t4iYS+WbSz/5+JV+9/ujqa9K8K/C7S9DKXN+RqF4ORvH7tD7Dufc13oAUAAAAdhVqHczc+xh+GPClh4VsWgsy7ySEGWWTqxHt2HWt6koq7EXuNo459+D703NGaYjmdc+HvhnXyz3GnpDcN/y3tv3b598cH8a801v4JanbbpNGvYrxOohm/dv+B6H9K9xzRScUylJnyXqmg6tokpi1PT7i1YHH7xCAfoelZ1fYUsUVxEYpo0kjPBR1DD8jXG618K/C+r7njtTYTt0ktTtH4qflP6VHJ2LU+583Ec0teh+IvhHrWiwzXlnLFf2cSl22/JIqjqSp9vQ155UNWLTuFHWirFjaPf3sVtH96RsZ9Pek2krsaTbsiexsBNDJdXD+XaxfeYdWbso96qOVLsVXaCeB6VreIJ0S5TTbb5ba0+UAfxN3Y+9Y6glgo5JOAO9TF3V2XNJPlR638MdDGreHr61l32i6lcQ23mRD5njwwYgnOBweMcn6V2Hh61g8G+RfQT3FxFqFzLFcRkCR3CuUU7V6gAc4Hv2rldO8YaPpvhzS9NurO/s9TsofLjvLeXYepO4ocZOGPX1NbOq/FXQtL0Oz07wpE0V7Ivlte3UeWtVJyzEnlj1PpQxHFeL/AADqlvr8n9lWU9zo95MZ7GWyhMiKG/gwPukEYwfSvRvAPgaXSNElluZ/Jui3+qBDbB1w/oc88Vy0PiHVvCGk/aX1G5vItWvS/wBnc7JREMZf/ZL56emKdqk3hXW/Fj6hpWv31hJPGDcWyQln83oQhJAUgAd8ZqZalJHBa5YRaRr2o2+tWctxPLM0iTxTbRtPOQCPmPNYt3aWYAeynlbkgxSphl/EcH9K9rm1jwxfxTab4gtxaW6fLEL6YSXDnH+s3LnZnnvWBoOkeBLTW7c3Wt+agjknYo3EZBG1N2MZwc5NNS6C5T0Pw3a/Z/DOnRCMxsltGrBic52jP615l8Yr+KS60+wUZaJWkYhsgbuAD78Z/Guq/wCEws7eXULfT5pZ4w37j7VcEmJjwAc/MwJwQPryK3NI+Hq65AJdc0uzkSb5p5p1ZZjnuhB+XHbPGBWUYtTuaSl7tj5tgl8mUOED/WtKSV57duMMRwK0/Fnhe/8AButyaddxHIJaGXHyyx54YHoeMZHY1zrXcp6YFaTjzG9GpClFqT3FAuUXG1ivoelQM+4/dA+gxTjcTf3z+dRkknJOTVq/U5qkov4WxaKBRVGIlAq9puj6jrE4g06ynuZD2jQnH1PavR9A+CuoXG2bXLtLNOvkw4eTHufuj9adhNpHlffFdPoXw+8SeIcPa6c8UBOPPuf3afryfwr3jQ/APhvQCr2mnRyTD/lvcHzH/M8D8BXSk1SgQ59jzDQvgtpVoEl1m7kvZOpii+SPP/oR/SvRdO0vT9Jthb6fZwW0Q/hiQDP19fxq1mjNWopEOTY7ijim5ozTEO4FMkjjmjaOWNZI2GGRhkEfSlzRmgZ514o+FNlqjNc6RKtncEcxMP3bfTuK8j1rw3qvh+5MWpWjw/3X6o30bpX1Dmo57eC7haG4hjmibgpIoYH8KlxuUp2Pk4qO1MYAj1r37WPhVoOpSNLaiSwlP/PE5T/vk9Kr6z4P0vw98M9TtYoFnmWHe1w6Dez54Ptio5S+ZHiOnj58+xp1wfmqayhKBiR0FV7j75qSiAdakWox1p60AaWi3kOn6zZ3lxEJYYJRI8ZQPuA7YPBrqY/E3hoSRNNockykMJkKqCflIGGHfnJPqK4kUtAHc2niHwisdkJtBPmRyo0z7AwZAznAH0ZR9FqlPqvhiWTQf+JcwS1b/Tz5WDMuBwPxz7iuVpDQB25v/BEjECzMcbXRYZhbeqbjjnONu3A24znmq0EnhD+yys6H7UFi+YJJuLBRuwfQnOQe3SuRHSnCgDodZbw79nddIR2m+1vtdiw/ccFOD3ySp/3aw2HBpFpW6GgCo44qJT81TSdKgX71AFuTmIU1OlK/+qWkT7tAHY/CnA8fQ+nkS/8AoNdL8Qvh3fX+trqmh2ol+1H/AEiNSBtf+99DxXOfCkf8V7GfS3l/lXvea0irozk7M8w8MfCOC0lS61+RLl15FrH9wH/aPevTooYreFYYY1jjQYVEGAPwpc0ZqkkiG2x2aOKbmjNMQ7ijNNzRmgBM0ZplLQIdRmm0lAD6M02igDN8RsV8MasR1FlN/wCgGvk4dBX1j4gAPhvVQf8Anzm/9ANfJw6VnM1pi1t+FpY4tXy5CsYyFz61iUAlSGBIYdDWUo80XE3pz5JqR0OuaLdfb5biGMyRyEt8vUV1fwX0l5viPam6sfNWGGSYeavyoRxux3POB7n2rgF1fUEGBdyY9zmvT/gRq4j8dXYu5izS2LqpY+jBiBUwUo6M0qypyd4p3PePFOkeH7mzfUNa0+C4MEZAd1yQD6V5RbeEfDHha7l8Ta9ZFVkI/s7SmO7c2M7yv49DwK9X8WywRaTb3E+XiS5iYR9RIc8A+2efwrwHUdbi1KW+8Ta7m5TzTBZWRYjz364JHSNRhmxySQKG7MzirmX4o1KbWtSudcnXyUuHItIM556Er7DGSemcAVN4P8PWCaPqHibVoFuLa2P2aytn+7PcMOp/2V61gX1zeXtxJfXjh5mXlVXaqAdFUDgKOwFdvr6f2ZYaP4cjGBYWizXA9biYb2/IECs+bdnoVKHsqajLdnLfZYTlAiK7c7scE+9LpmkX+p6hLp1kvlmaMxSkpnC5BPH5VPJaz+VazNGVhu5DHBK2MMQwU8exYV7J4f8ADK+GxJLqdvJbhAYbe4kYN5i5yN5HQ1dNdWcU30Ocg+GepxGXWr24jmvzCEileIIsRGMMqqclhjqT3NUPD/iHU08SjTtT1Ka186X7KJY4o3YsQe5HzL68ZFbXir4ky2UT2nmhVGfkhQsxHb5jgYPrVH4cStJcXXjLWLRYbeNDDpnmcl353sDjHAGM8d+vWtG0ZHKfEq6vYLFdFuX8+PS7sCCUoVOx0PGDyBlemSK8tY5Oa928eaBJJ4J1HxLrU8SXl2Y3soAMNGgOV3HuxznHQZ9q8JPSkhtu1gHIoxQOlBqiQpe1JQeh+lAH1T4Qt4rTwhpMcMaxg2sbMFGMkjJJ9T9a281k+Gz/AMUxpQ7/AGSP/wBBrUrZLQ529R2aM02imIdmjNNooAdmjNNooAdmjNNooAdmjNMooAfmsLxkM+DdWH/Tuf6Vt1jeLf8AkUtU/wCvdqT2Gtz5/jULbO3qazLj75Na7Lts8+prInOXNYnQV+9PFMPWpF6UASDpSjrSKeKVetADqQ0vSkoABxTqbThQBItK33aQUrfdoAqy/dqAfeFTTHjFQr96gCy3+rFCfdob/V0IOKAO0+FJ/wCK7T/r3l/lXvOa8E+FZ/4ruL/r3l/lXvNaw2MZ7js0ZptJVED80ZplLQA7NGabRQA2ikzRmmAtFJmjNAC0UmaM0AUNe/5FzVP+vOb/ANAavk8dBX1d4gbHhvVD6Wc3/oBr5RHQfSs6hrT6hRRRWZoFa3h7U5NH1WK+hJWSI7gQeq9GH5GsmlDbTkdaGNOz1PqLxN4z0l/A9qb5nQskb5GNxYdNg/iJrwRrpb+9tljikjtU8x4Ucg4DMT274x+VYHnm4EUc0kmE4GWLBR7DtXUWemCJoCZGwELIrDtWFWXKj08uw7q1k47IS6iPkSYGSF4Fdp4vj8zWRq8Z32WrQxXNtKORkIqsn+8pHSuXk2xsA5Az0J6Vo6ZqYgtJtHvHLabKjyxgqWMEoGQy46ZPFc1N3XL3PYzbDOyqR6bgGfUfDU+kxfNeWNwb60QH5pUYASovqw2q4Hsa0R8XtWufD15pWoW/257qLy4Zg2GEh6Ej2Iri5b8KqFxIJQckxHBRh6EdDWbe3CptniJLA8EevvXVBnzMoq53NiE1Ge4s7iLfMYG8mQt9wkcj6HP6Vo/DvWr3WRF4L1O7gt7KxSSSIup3SgNkxH2z174yK5yzvcXNlexttVirE9sdDxVTxppdzoOvR3qpKkdwxmjYEAEdSFYHkHrn3qI3VRroxuzgmeqeK9WspdBuPEmu5lLK1vp1hGcRn+AuQR3IOM9h7188HucYyeg7V2PxB8XxeKdUt1sYmttOtoVSG327RGccjHt0FcbXQlYxYCg0UUxBQfun6UUH7p+lAH1f4f48N6WAc4tY/wD0EVo1m6Bx4c0z/r1i/wDQRWjmt1sc73FopM0ZpiFopM0ZoAWikzRmgBaKTNGaAFopM0ZoAWsbxa23wlqh/wCndq2M1g+NZNng/Uz6xbfzIFJ7DW54XMf9FUVizH5zWxOcQKPY/wA6xZOXNYHQNxTx0plPHSgB69KcvWmjpThQA+mkUtKelADRThTBUi0ASAUN0pR0pG+7QBUlqIdRUkh5pi9RQBMx+SlQ8U1j8lKv3aAOw+Fx2+PYPeGUfpXvVeB/DA48eW3vHL/6DXvea1hsYz3FopM0ZqyBc0UmaM0ALRSZozQA3JoyaTNGaBC5NGTSZozQAuaKTNGaAM3xET/wjGrf9eU3/oBr5UHQfSvqrxGf+KY1b/rym/8AQDXyqOg+lZ1DalsxaKKKzNAooooAKv22q3Vsqqj5VTlQf4aoUUnFPc0p1Z03eDszqLfxFBPHsu4VVvUDg/4VXm1CyZyYwyBepLHBHoBXP0Vl7GN7ndPM69SnyT1NW41dWJEUeRjAJ4A/Cs2SV5WJOBnqB0NMorRRSPOcmzpNEmE+my2xPMZyP91v8K6rxrZ3Gr+FdJ16OJGWNDDcGOMgoR8uXPQ8ggH35rzzTr1rC7EoXcpG1l9RXaz+LNNl8Gf2JiIbpPMeRQxcnOQQuAM9R1osO+hwDnMrH1pKluJI5J2aKMoh6Bjk/jUVUSFFFAoAKD0P0oNB6H6UAfVfh4n/AIRvS+f+XSL/ANBFaWay/Dv/ACLWln/p1j/9BFaea6Fscz3FzRk0maM0CFyaMmkzRmgBc0ZpM0ZoAXNGTSZozQAuaM0maM0ALmuY+IMvleDbwH+Moo/76zXS5rjPidKF8LrHnBkuFAH0BNJ7FR3PH7lvlQDstZD/AHz9a0ro7Xx7VmMcuawOgSnimYqQUAOFApaRetAEgpT0pF60rDigBgqRelRipFoAlHSmt92lBpHOENAFOTqaaOtDnJoWgCQninLTKetAHV/DI48eWnukn/oNe+ZNeBfDY48d2J9Q4/8AHTXvlaw2Mam4uTRk0maM1ZmLk0ZNJmjNAC5NGaTNGaAG5ozSUUxC5ozSUUALmjNJRQBneIv+RY1b/rym/wDQDXysPuivqfxGT/wjGrf9eU3/AKAa+WB90fSsqm6NqWzFooorM1CiiigAooooAKKKKACiiigAooooAKKKKACgUUCgANB6Gg0djQB9UeHT/wAU1pf/AF6x/wDoNaWayvDRz4X0ojvaR9f90VqV0LY5XuLmjNJRTELmjNJRQAuaM0lFAC5ozSUUALmjNJRQAua8/wDipIP7P06HPLTM2PoK7+vL/idceZrVjbf88oC5/E//AFqmexcNzza+bMr1nE81bu3zIx9TVPOawOgcKeKYKeKAHUqjmkp6UAOA5pW+7RTW6UANFP7VGKcKAJVNE3EdA4qOd/lxQBVPWlHWmjk0o60ASYpy02lHSgDqvh1x460//gf/AKCa98rwL4c/8j1YH/f/APQTXvla09jGruLmjNJRWhkLmjNJRQA7NJmkooASikzRmgBaKTNGaAFopM0ZoAzPEn/Ir6t/15zf+gGvlodBX1J4kP8AxS+rf9ecv/oBr5bHQVlU3RtS6i0UUVmahRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABR0oFBoAKTt+FO7Unb8KAPqXw5x4Z0sf9Okf/oIrTrK8OHPhnSz/ANOkf/oNama6Vscr3FopM0ZoELRSZozQAtFJmjNAC0UmaM0ALRSZozQAteL+OrwXHie/dTlYgsI+oHNexzzrbW8k7kBI1LnPoBmvnvV7trmR5nPzTu0pH1NRUNaa1uYczbmqIdaVzyaaKxNh4p4pop4oAXqakWmAU8dKAHCmGlzSd6AEFLmhRTCfnxQBZQ8VWnNTKeDVaU5agBiilA5pV6ULQADrT6Z3pxNAHU/Dn/kerD/gf/oJr3ztXh3wutJLjxgk6qTHbQuzHsMjA/nXuFbU1oYVHqLRSZozVmYtGaTNGaAFzRSZozQAmaM0lFMQuaM0lFAC5ozSUUDMzxIceF9W/wCvOX/0A18uDoK+ofE5x4U1c/8ATnL/AOgmvl4dBWNXdG1LqLRRRWZqFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAB2o7UUvY/SgD6h8OceGNKH/AE6R/wDoIrTzWV4a/wCRX0rH/PpH/wCgitWulbHI9xc0ZpKOKYhc0ZpKKAFzRmko4oAXNGaSigBc0maKKAOa8dah9j8NSwq2JLphCv0PJ/TNeHalJ++IB4HGK734g63HcaoYo33RWylFx0LHqf6V5rcS+ZITWE5XZ0wVkRE5NOUU3FPUVBY4U8U0CnigBRThTaWgA70tFFAC/wAJqspPmVYJwpzUKKSaAJQ+FaqxyTmpl5JFRGgB3RaB0o7Uo6UANHWloxTwKAPc/hzpEWmeFYJ9o8+8HnSN3wfuj8q67NZHhd/M8LaW2MZtk4/CtaulbHLLcXNGaSimSLmjNJRQAuaM0lFACUUUUAFFFFABRRRQBkeKTjwlrB/6c5f/AEE18wjoK+m/F7bfB2sH/p0k/lXzIKxq7o3pbMWiiiszUKKKKACiiigAooooAKKKKACiiigAooPSkoAWgUUCgANL2/CkNKeh+lAH0/4b/wCRY0rH/PrH/wCgitSsvw1/yK+lZ/59I/8A0EVqV0rY43uFFFFMAooooAKKKKACiijP40AGa4rxt4yj0eN9PtHBu2HzsP8AlmPQe9VfGHjk2jSafpLjzxxJcDnb7L7+9eUXAaeVnlkd2Y5Ys2STWUpvZG0KfVkN7dtcSkkk1V25q39nX1pRCKyNisqZqZY+KkEYFOYBVzQBXPBp+KjBJapwvFADMUU7AzRgUAJRTqQ0ANPK0AbI8mnDbkAnrUd0+PlFAEcTZLH1pG+9ToRgUxuXoAdTsYFCinYoAQCngUg4pQCSFHU8CgD6A8GknwdpWev2cD8M1uVR0e2Flo1lbAY8uBFx/wAB5q9XStjke4UUUUxBRRRQAUUUUAJRRQQRjIIzyMjqKYXCiopLmCKaKGSaNJZiRGhYBnwMnA74HNQxapp80s0UV9bPLCCZUWVcoB1JpDLdFUk1jTJLR7tNRtWt4zteUSjCn0NSHUbEWIvje24tMZ88yDZ+fSmBl+NDjwVrP/Xq1fNIr6Q8dXMEPg3U45Zo43mt2SJWYAu3XAHc4BPFfOAA9cGsKm5tS2EopcD198UnbNZmoUUUUAFFFFABRRRQAUUUUAFFFFAAelIDk0HpSL1oAdQKKBQAGgng/Sg0HoaAPp/w3/yK+lf9ekf/AKCK1KyvDXPhfSv+vSP/ANBFatdS2ON7hRRRTC4UUUUBcKKKKAuFc94yu9TttGZNLgkkllyjui7vLX8K6Gila4J2PneSCaOVhKGV85IYYP61E8R64r6FurCzvRi6tYZ/+uiBqyLjwV4euM505EJ7xsV/rWLpvobqsup4WykVEcg163f/AAxspiTZXssJPRZFDj86566+GWtREmBra4XsVfaT+BqXBopVIs4TefSgv5i7O/tXbWPww1m4nUXhhtYc/M28OfwAr0rTPC2j6XYfZIbGF1K4kaVAzSfXNNQbE6iR87SnbhVP1qWOXcgU9q9B8a/DiS2kk1DQoWkgPzSWq8snuvqK87EbRuVZSrKcFSMEfUVLTRUZJq5NuFIx701I5JZUjjUl2ICgckk161J8K9NOh7YXmXU/Lz5pbgvjpj07UKLewOSW55J53OM0pNQyxSQXDxSqVkRirA9iOtODYpFE0afxntUDZklNWPMBXApnCJ7mgCKNsFqRBls0wD5jUo4oAkAxS4qPdTt3FAD61PDdl/aXiTT7TBIeZSwHoOT+grK4I6133wq0sT63cag6/LbR7VP+03/1s04q7Jk7I9eooorqOW4UUUUBcKKKKAuFFFFAXPl3/hK/Ef8A0H9V/wDAyT/GmR+Jdei3+XrepJvYu+26cbmPUnnk+9ZdFct2ddkan/CS6956T/23qXnIMJJ9qfco5HBzkfeb8z60p8T+IDAsB13UzCo2iP7XJtA9MZ9h+VZVFK47Gw/izxHIys/iDVWZCCpa8kJUjPTn3P5mornxJrt4pW61rUZ1JJIlunYEnOep75P5msyigLGlP4i1y6kWS41nUJnXJVpLp2Iyc8En1A/Kqkd9dw20lvHdTpBLzJEshCv9R0NQUUATve3cltHbSXUzW8ZykTSEqp9h0HU/nSTXdzcJEk1xLIsS7Yw7khB6DPQVDRQAu4+po3H1NJRQAu4+po3H1NJRQAu4+po3H1NJRQAu4+po3H1NJRQAu4+pqUA7RwelQ19DeHPB3hu68L6RcT6LZyTS2ULyOyHLMUBJPPrVRjcmUlHc+fyDjoaQAjtX0p/wg/hb/oAWP/fB/wAaP+EH8Lf9AGx/74P+NV7Nke1ifNuD6GjB9DX0l/whHhb/AKANj/37P+NH/CD+F/8AoA2P/fs/40ezYe1ifNuD6GkIPPFfSf8AwhHhb/oAWP8A3wf8aP8AhB/C4P8AyAbH/vg/40ezYe1iXvD3HhrTAeP9Fj/9BrSzUccSQxJFEipGg2qq8AAdBT62MGLmjNJRTELmkzRRQAuaM0lFAC5ozSUUALmjNJRQAZpcikooAXNGRSUUALms+70TSr9913p9tM/dmiGfzq/RSeoJ2Mu08OaNYTia10y2ilXkOEGR9K1KKKLW2Bu5w3iv4dW2uXL39jMLW8fl1YfJIfU46H3rz288CeI7JiG0ySVQfvQkOD+Ve90VLgmaRqtHi3hv4e6nf38cmoWr2tmpBfzeC4HYDrXd+JPAWmavpxWyt47O7jX908a4B/2WrrqKFBJCdRtnzFc2lxZ3clvcxNHNGxVkYcg03aa+kL/Q9L1Qg31hb3DdNzoMj8etYsvw78MSnIsDGf8AYlYCs3TZqqy6nhOD6Uu2vbj8MvDbf8srkfSc0L8M/DinmO5PsZjR7Nj9rE8UVOa9s+G+m/YPCyyupD3TmQ5HOOg/QVag8A+Grd1ddO3svTzJGYflXRoixoqIoVFGAqjAAqoQs9TOdRPRD80ZpKK1Mhc0ZpKKAFzRmkooAXNJmiigD5HooorkO0KKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6h8Kf8ifon/XhB/wCi1oorSnuZVdka9FFFamAUUUUAFFFFABRRRVCCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooEFFFFA0FFFFMYUUUUhMKKKKACiiigAooooAKKKKAP/Z", "path": "003450.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003451
Men Tshirts
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", "path": "003451.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003452
Men Tshirts
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", "path": "003452.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003453
Men Tshirts
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"path": "003453.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003454
Men Tshirts
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", "path": "003454.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003455
Men Tshirts
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Dp13EoGqzTHpycAmt6bQIb2ORXgR1kxuBHpTh4aHkwwCJI4YjlQo5B9c1WnL5k218irpdjNbM8bSGSI8qT1FcD4vtxb6/NgAK4DV66tsttCFHJHeuC8V6O9/rlmyj5H+ViB6c/wAqIOzuTUjdWNX4MTxabrF1cXLMi3aLBH6E5zz/AJ7177Xi+k6JAo0zyEy7SqQSMEE17QOgrenJyuYVqahawtFFFaGI1jhSa+d/H1tPfXkuqSq3mGQxkE5GATg19E9q8z8S6PFPNJZPwjM5Pv3/AMKyqNqzN6KTumZnhGz8vwrbpjBkBb8zUN9ZWNqwRrITO5xjbkmuh0+Nbe0hhXoihR+FSz2KXJzj5uxFYN6m6R5iIdP1C9eO0stQtJo+TtPy/wBa7Dwusyy7GupZExnbJya1l0hkLsHxu4YgAE/U0W1ultONoAwMcU5NX0HFdGV/FN1d29ogs5FR2PLEZx+Feevdubn/AImeuSRk87VQ5xXo2pqJ5VB5A/qKz59AiuXikkhjkaL7hK9BTja+o5J20MGHSLO8USW15PJIvIZn6VnePYTGdOkP3ijKT+VdtaaSIbhp3A3t97AxmsnxTpLarcabEo+UTHefQYz/AEoi9SJq50nwglWPw1PZnIlSczEZ42sBj6dK9Hrk/BOlR2FrcyIgUSOFGO4X/wDXXV10QbauzkqJKVkLRRRVEhRRRQAV5p8Z5VHhizi3De10GC55ICn/ABFelV5z8UtNkv4rRVXcuyTHHRgMipnLlVy6ceaVjlPCDNB4Ra4VdzmViAO9Sf2/rtqxlk053i/2BnFX/Blrt8KW6MPvMx/Wm6hbXsskqR3X2ZQuI2255+vYVg9zpjsOsvH9pKwjuIZYW6fMtdbZ3q3duJYmyp6GvPLPSL82rPfXn2i43fIFUdPc12uikxaeEbGVyOKT0di1qrmbrXjO00uZ4Nsk0y/wopPNY8XibV9VBMGnuier/KP1q5qVh59zI6nblgTjuO9YzaLepqpkGrXH2IciIDB+mOlEdRPToXY7vV47hBdIjRFsHbyRWD4+swhtLwL8xJVj7YrsNJs7ny8XLbgDwxGMisrx7aGbQwUHzRuDSi9RSWjMD4Vn7L41t7h32QiKRXYgkHIxj+v4V9F9a8O8OeHFg0yKUsTIzLkKejf/AFjXt0SlYUU9QoBreEuZswqU1FJ9ySiiitDEKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAErn/F9sLjQpHCbnhZWH54NdBUVxAlzbyQSDKOpU0mrqw4uzTPNrdwyKfUVdG0rwKoywS2N29tMhV0OOe47GpHuFhQljgVxy0Z3wtYjl+a447VXuidwBHTtWRPq11Hfs0EfmQnrngg1HPe6ldnzIzHEi4ABG4n/CkappHTWBDRg/pVt5AFrI0+7RYVVnBYdfrVySTcu4dKBOxDdSDB5rLiUPeByu7b0xVi5f5cVa8P6TNqczlEOA20v2T/PpTimZNrqdD4XsUmu/tBT5Lf7v+8f8Bmu0qpY2UOn2yQQj5R1J6sfU1arrjHlVjjqT5pXFoooqiArlfEdkROLkLlWHX0Yf4iuqqKeCO5haKVQyN1FTKPMrFQlyu559A+OK0IpOKo3sCWl/PbxsxVHwCetSRP8ALXNJWZ2QaLs0oEZNUIAZHLepqtdXrBCoQnPHWsVJ7+xkdlk8yNjwjnp9DUmqa6G1cAi5AI5zWjGNiCuVW5vmu0mupkEWM7EH5c10EV4kowpGaB6MmmcYNVrSNri+RUUM2QAPc02eTGa6nw7o/wBmhW6mwZZFyo/ug/1q6cbnPUkom3bwpbwJCgwqDAqWiiuo4wooooAKKKKAE71jeJbYXGku2MtF8w/kf51s1FPCtxA8T/ddSppSV1YqLs0zz/TVjjtUSMbUHQVfFukv3gDVWaF7K+lgk4KnP196sxScDniuRnZFXGS20UaEhQD9KZbnbE2OlGp3Sw2xc52jrj0qvDqNlJZ+YJl2YznPSkapWCMBpeRmtFbaErkoM/SsSxvoLq7xCWO3qSpArdL/AC+9CdgcbjJAqKcDFY98i3A8pwCrEZFaE0hwapW8TXV6saqxPUBetOJnI2dDsop7mMbfkQ+YR/L9a7Ks7S9PFlbYbmV+XP8AStCumEbI5Ks+aQtFFFWZhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUU0sFBJIAHc0AcV4zj8rUbaftJGV/FT/9eufmAlh9COBmtv4gXSvFZGCRHMZdvlYH0FcrBfiWFWzye1ctX4jqpP3SBlvIyytBA+O4JGaSI3ATCWsYB9XzWrvSVM56ioILZlkyWOCeRWaZ1KStsVoLa68zcywovcck/nWiW2xKmeg5NLORGmAazp7oKp+boKRm3qF1OEU5NekeDrRbXw3bNjDz5lc+pPT9AK8iErXU5GcqvJx/KvcdNh+z6XaQ/wDPOFF/ICuiktTmrPQuUUUVuYBRRRQAUUUUAeb69MYtfuf7pfH40kMgZQQc0niKHztQvSvXzTWLZ3uwmNz8y8EVyy1bOuOiRqXVoZ/3iOyOOhU/0qk8V2uA0sbj/pon+FXbe6Bzk9afNCs5HWoVzeErIzTFey/KfIx6hTVy2ha3AMj7mA9MVZjRIo+Tz71QnuApPPWluxTkmXYIzd30Fup+aVwvX8/0zXpSKEQKowAMCvNvB6m78QxTHJSNWYfXGP616XXVTVkcdV3YUUUVoZBRRRQAUUUUAFFFFAGF4lt1fT/PCjfGw+bvtPFc3E/ykA12GuDdol4P+mRrz+1u1dcE/MOtc9ZanRRehFqEqs4jnn2A/wB44BFUlsLTepRoSvf5uK22SOdSrc1SuLSJXU+QjH3FZI6o26kTSwwSF454we+DWnaXTS87tykZBqOC0iwGEQX8OlPeQLkDgYpNilZbCzyZBra8HRK73dx3G2MfzP8ASuTu7zb8o5Ndj4KiMemTlupl5/If41tSWpz1XodRRRRXQcwUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXzN8XfFd/q/im806K4kjstPYwpGjkBnH3mOOpzkfQV734r8TWfhTQ59Su8tt+WKMdZJD0Uf1PYV8naleyajqNzeTEGWeRpXI/vMcn+dAHa/DKBpNDvpHyRJcYGfZR/jWvetLYTsVUmPPI9PemfD28gn0jyIwqPEcMi/wA/xrpdS05Z4ycZzXJNvmbOuCXKjI0/VVkGSa011JG3DPHY1zU2kSRyMY2ZCf7veq7affOQPNk+tTdFq5s6jqvlgkSDHp61kLPdX0mxCRGe/tVm20B2YNOzMfet+00xIF+VRmi4rdyHS7JUlt4FHLyKv1yRXtgGBgV4Zrsz2elXc0cjJIkTFHU4KnHBB9a734X+LZfFnhYSXjBr+1fyZ26b+Mq34j9Qa3o7Mwrbo7iiiitjEKKKY7rGjO7BVUZJJwAKAMLxZr//AAj+jPcJtNxIfLhVum49z7Ac14XfeMfFM2rCC01W9NxKRtVJCBz7dAK6bxt4kXXtSRYM/ZLfcsef4jnlvxrL8Ox27TTSbAbg4Xceu2vTdL6vhXUcfeMYfvKnLfQ7i2WSW1QzyGSUqN7nqzY5NYGrWDqxkjyrZ6iumth8gFFzAsiHIzXgN9T0zhYNUkt5gk3y84B7VtprCiIYYA/Wi70mOXPyjNZMmgOpO3gGi40jSu9Yi8snzACR2NZtvHcajPuywiHXPepLPQQJBuzXTwWccEOAtCfYGu5d8JPbWWqCKWRIzJGUiDHG5uOB74rv68J8W3BhaxRCVJlYgg4IwpIr1TwXrR1zw5BcStuuIyYpj6sO/wCIwa7o0n7FVF3scVSX7xxOjoooqRBRRRQAUUUUAFRSypBE0srqkaAlmY4AA7k1JXnXxe1WWz8PQWERwLxz5h9VXBx+JI/KhCk7K5Z1H4keGLqVtItb1p7m4zEhjQlNx/2q5W9LWU/nAHa3XFec+GNOuLnxrZ3AT9xAwkdj0zggD65r168shcQEYrnrP3tDehdxuzOtNTR8MHBzWvHPG6hmNcVd2NxaTl4fXp2pw1mWIBHhfp+FZXR0K6O1kukiQgdKwr7WI4wQOprF/tm8uAI44G54yelXtO0WW4kE10xY+najQTuyxYJJeS/aZQVQHKqf516V4VUDS5D6yn+QrkxbiJAFXAFc7deKtQ8OeNLIR3D/ANnyRqZ4CfkOXIJx2OOc+1bUtZGNZ8sbntlFNBDKCDkHoadW5gFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFY+u+J9H8N2xm1S9jh4ysecu/0Xqa8a8UfGnUL0vb6FGbKDp5zYMrD+S/z96APZtb8SaR4et/O1O+itwfuoTl2+ijk15P4l+OErK8Hh+08oZIFzcAM34J0H4k/SvIrzULu/nae6uJZpXOWd3LE/UmqbngUAaGta/qmuXH2jUr6e5fP/LRyQPoOg/CsktzmpW64qD2NAGtoOtS6Jqkd3Hlk+7Kg/iX/GvddPu4NSsYriBw8cihlPrXzoCVPtXZeCfF50O5FneMTp8rdevlN6/T1rOpC+prTnbRnq09nk5ApkcCqOVrQjkSaJZI2DIwyrA5BHqKiZDzxXNY6SkwJcACrYTbHzRFF8+SKS7cIhOaaQjiPH16LfSJIl+9Kdn51tfs/TANrkJYZYQsFz6bhn9a858cakbzWDbhv3cHB92PWsbS7u/truNtNlnju1O6NrdiHB9sV0042RzVJXZ9nUySVIkLyMqooyWJwBXj3h34m69aaVJDr1tBc3SgCGZXCsf+ugHH5Vi614p1LWnzd3DGPPEK8IPw/wAa9CjgKtTV6I5pVUtj1DVviDo2noywSG7lHAEfC5/3v8M151r3jrVdYVoGkEFs+QYouAR7nqa5kyFjyTUbnvjuDXq0cFSpa2u/MwlUlIbJMVYZ6VoaVdraXySE4jbhjWbMm9SO4qGCUqfKk/A10VacakXCWzJjJxd0ex2Th4gwPBq9tytcH4Y1wQutjcucH/VOx/Q13UMgZa+SxOHlQm4yPXp1FON0VZoRnOKhaMBa0ZVBFV2jXNc9jUr29uN24ipZyFQ1MoCrxWZqV5Hbxs8rhVHqaqMG3ZCbtqzjPFD+bfwL2Tc/6Y/rXU/DLW4rCaXT7mRES5+dGY4AYcY/EfyrhdUvlubl5ei9B9KpNcMIeO/Ar6WhhLYb2U93qeVVq81TmR9PggjIORS14N4V8f6hoDi3nL3VkT/q3Y5j/wB09h7dK9X0Lxlo+usIYJ/Kuf8AnhN8rH6dj+FeZWwlSlra67msaikdHRRRXMWFJVHUtX0/SIPPv7yK3TtvPJ+g6n8K848Q/FtU3Q6Lb89BcTj+S/4/lTSJlNR3PSb/AFSx0u2a4vrqO3iH8TtjP09fwrwXx74uXxPqKNCpWytyyQg9WBxlj9fSuf1fXb/Vp3nvLmSaQ/xO2cewHYfSs53DLjtjrVJWMJzctDofCN4INUEEjAK5yue5xXq8HzxCvBY5HQghirryrA16r4O8SpqtsLachbyIfMP74/vD+tc9WGvMjrw1XTkZtXdiH521njSoXbDIPyrpcBlqu8YDZxXPY7LmZFpsEAyqCr9tGMcDilK5OKsxqEQU0gbIJwAhryzxldJNrSRry0UeG/E5xXo+tahFp9hLczNhEXP1PYV4rc3b3d3Ncyn55H3Gt6UdbnJip+7yn0b4A1N9T8H2UkrhpYgYWOcn5TgZ/DFdP1r5m0DxZf8Ah3UY7m0f5CoEsLH5JB6Ef17V7J4d+JWh67shmk+wXh48qdhtY/7LdD+ODW7RzwmmrM7aiiipNQooooAKKKKACiiigAooooAKKKKACiiigAooqhq2pW2j6ZcaheSBIIELMe59APc9KADVdXsdF0+S91C4SC3TqzHqfQDufavFPFfxov7wva+H4jZQdPtEmDK30HRf1NcV4s8X6h4p1SW4upW8oOfJgDfLEvYAeuOp71zZOTTAmury4vbh57qeSaZzlnkYsx/E1XJpCfSmk8UgFzzTZPuj60meacTlGoGAHOailG189jUynIH0pJE3qRQIj6imbcHikWTb8uxiw9Ka0kpbldi+vU0Adb4X8bXXh51tpw0+nE/6rPzR+6f4V6vZ65p2oCM215A5kAKp5g3c9sdc+1eDWFkbmdkV03hGcB3C78c4BPfGfyqSOX7Jdx3EDtvhkDofQg561EoJmkajR9EoDtya5rxZrKaNpUtyRuf7sa+rdq6G2uo7jT0uwyiN4xJnPABGa8o1HUD4v1t5GUjR7N9qj/ns3+efp9aVGjKpNQia1aihG5z2laRPr8r3ckhjty5LzMOXbuF9fr0rrbeztNNh8q0iCbvvMeWb6mrU1wixCONFRQMBVGAo9AKrDLck9a+mw2EhRV92eVOo5EbNzTeakZeOlM212EB1oIyMHoeKcB0o/DFAxi5IG7r0NQTwYIKjFWOjkZ4YZH1/z/KnnG35iB9ae5OxHFJuTB6iuh03xbd6cAk6i5gUdzhwPr3/ABrmTNGuRGjSt0+Xp+JpESSRg0uMjkKDwKxrUadZcs1c0hOUHdM9e07WLLV7ZJLaUZZcmNuHX6iprmSCzt3uLiQRxIMsx7V5lot49hq9rcHOzftbJ/hPB/z7VufEPU82UNgp4c73+g6frXgVsv5MRGCej/pnfDEXpuT3RmeJPiLcQShdJjja2A+Z2Hzn1wDwPxrEk1htSt1umnebf0LHp7e1YRj8wH5cA/yqDT4JIpZrfOFJDKPrXrUaEKMkor/M5Kk5TWrNNXe4lxn5RyallbLhQeF/nSpGII+Ovb3pAvrXYkYgOamWVht5OVOVI6io1X8qsiJI03ynLdkH9azq1YUo3mwOq0P4g63pgEbTC7t16rPzj/gXUVs6t8XpmtRFptosU5GHldt4U/7I/wAa8ynuC3GcAdAOBVR3wK8LEVIVJXjGxalK1rl/UNWu9SuWnu7iSWRuru2T/wDWrNeQvM3tQW+fHtUSHEzjvXOFh5GaiUHlSc84NTDOaikG07u3Q/SgY1GPRuGU/nVyzuprG6jurZyksZ3K39D7VVaPce2cU35lAByR70CT7HufhrXYNc05Z48LKvEseeUb/D0rXcd68D07VbzSrtbiynMUgHUcgj0I7ivTvCvjf+3rxNPubMx3JQv5kRyhA6kg8j9a5507ao76VdS0e51XfpSu2F9qnMeMntXlHjPxm9xqlxo1pMqW8XDPE2TLxzz6A8YqIxu7G1SooK7K3jXXxqd79kt3zbQnkg8O3r9B0/OuPyd/B4p8r/L8tNUYwAa6krKx5kpOT5mPBxk9xQGO3B57c96RwQu3uf5UvUimJHWeHviBrughYYrvz7dekFx8y49Aeq/hXqvh74paNqxWC/zp10eMSnMbH2f/ABxXz+M1IHOMHkUilJrY+tYpUljEkbqyHkMpyD+NPr5e0jxRrGhyBtPvpYRnlA2VP1U8V7F4L+I9rrypZajstdQ6Kc4SX6eh9vypWNI1E9z0CiiikaBRRRQAUUUUAFFFFABRRRQAV4H8YfGB1DVP7CtJP9Fs2zMQeHl/+x6fXNeteNdfXw14VvNRBHnBdkAPeRuB+XX8K+UriZ55nkkYs7EszHqSe9AEBPzf71KOOaawyPcU5eQfcUAJKMYcdjz9Kjc7cgVI5BiPuKhlyXAoAVF+QmngdRTlXC4xSHrQMSPlafikQYyPenUCGlQfrTHQZz+dTdqQjI5oGVgmCUPPcZp4P6UMpVgc8DvQ394fjQI7f+35tS8I6b4es5Cs8ilbqQf8s4UP9Rj/ACanWOK0to7e3TZDEuFHr7n3NZ3h+yNlpnnsMTXOGPqE/hH49a0DwOte5gMMqcOd7s561RyduwpbdyKdu2AEnioQcJt9On0qSXm3OPSvRMCXqaQrimQvviVqkxQMZRj6CnY9sUhGKYhrIGGG5FNEEQ/gBPqeal60etIY3aMdPpio3XHTj6VLnP1pGGQR/WmgKu5485YY9AMDP503V9QfU7mGQ5GI1z9f/wBeadeD9zkdW4qoxWPc3foKicE5KT3X6lKTtYEUs5BHPpUv2dWIbo46EdRSWsTsCxyuauCMKMCqtcREqHq5BPt0pCmD7VNtx/8AXo2kkADrTENiVUzK/RBnnufSs97lmkcEnJOasahOFUQoeF6+5rLLHcDnOK+exdf2tS62WxSROWyTUbEnep6gZFP7gdzUJP71eecFT/SuUoYjFiCeop45nJ9qhi+830NTJ98H1UUDJMHdTWHpT8UmM0CIlBXjP+7/AIU77wwfypxHpmmlGZuTge1ADC4DbFGW/lUsAltXFxDJLG/TzEYj9aiEYRuOOaseY3kmAhSPUseB9OmfegaOr1DxZfH4e29olzI15PO8DyFiXKDnr75A+lebTI8LCZWBkjbPA6+1X5ndykYb5QxYD0/zimrFvkAPrnmpSsaOd7XHRN5wEoOVbpU6nBz6UxYDbkmMfITkp/hUqjdyVIA7HrmqMmhnJYk9TTj1WlK55xSN1X6UDHinY9aaKf2oAaeKVZTGQQelGcn6VCSOaAPWvhn488u5/sTU7hjDIf8ARpJGzsJ/hJPY9vSvZa+PUkaOQOpwQeK+g/hn4vGvaZ9gupM3tsgwSeZI+gP1HQ/hSZpCXRnf0UUVJqFFFFABRRRQAUUUUAeGfHHWzLqNlo0Z+SCPz5AP77cD8gP1rx08mun8e6mdV8Z6rdBtym4ZEP8Asr8o/QVzPWgBp5FNU4cZ6Gn44xTDjP15HsaABvuAepxTcbpvakVs4HcE5p445P4UAOzzSjkGmAk9KkA7UAAHNLzQKWgYlFBo7UAMdRtNPsrP7bqFvaj7sjgMfRep/So3+6a2fC8O/ULm4I4iiwPqxx/IGtaMOeoo9yZuybOklYFvlACjgAdh2qE89aVjzTGPFfURVjiB+EyP4etTbgUHcYqu0g2AnkdGFCN+7ABzjvTAks2whX0YirJ+tUbZsFj/ALRq5uz3pIGO/KkoopiAc0dKO/Wg0DE796QnHrTqQ/SgCrO4CKDn5ST+VUrVBctvY8DnbVq55ZgDk44/HAojg+y7huLZ6E9h6UWux9CeM4QDpgdqd3601PuDAFONAgI49aR2EULS9xwv1pc8CqmpylNsI/gHP1rix1X2dKy3YIzJn3MfeouhzQTk07bx1614JqOVsKp/unB+lITum291BqNjtUk/Q1JCweQt/sigCONSGOT1GKlhGUU98EU8phgaSDAiHHQmgQ8Clx3Ao5peaAG4pcEsABljxgda6jwf4VOv3LT3G5bKI4bHBkb+6D/M16rbaNpelxAWtnDEB3VRn8+tZSqKLsdFPDuau9DxO18M6xfEG30+YqejMNg/M4pNb8O6notus93AgjPG5G3AH39K9yZw33E/Gqd1ZR3iGO6RXjbqpHBrP2zudH1SFt9T55QbpX44QY/GrUabSDXV+NfDtjo00UtgvlxzEhoskgN6iuZHWt4yUldHHUg4S5WIRSEcU6g1RmMxTZPv/hTz+FMb/WGgYgOTUjHCk/hTEHOaSRs8A0ALnbGx9uKhBxFk9etLcOVhA9qTqqKOhwKAGsNuBnkCtbw5rlxoGtWuoQE7oXyV7MvdT9RWTIfmJ9TSDIoGfXljeQ39hBeW7boZ4xIh9iM1Zrzz4Qasb3wm1m5JeylKD2RuR+ua9C7VDN07q4tFFFAwooooAKpardjT9HvbxulvA8p/4CpP9Ku1xnxS1Aaf8PtSOcPOFgX6swz+maAPmW4kaWQuxyzck+pqD3p8hyT9aZ2oARuPwqF2x/OpTnp+RqKQZHH4igBit85NP3knpUCHGfWpVNAEwJwKeKjXk9akFAxwBopR0pCuKAEpDS4ppoAaw4rrdAt1t9DEv8dw5c/QcD+RP41zFpb/AGy9gtwCfMcA49O/6V3ExVVCxgBU+UAdh2r0supc03PsYVpaWIHHOajz1X16VJnPBFRkfmK9s5yB8jcuevI+tR2824On93+VTyLuXIPPUGs5m8q8DDIWRSD9ev8AjSk7DWpoQNhQe5q2rcCs+FsgfSrsZ6U0IsKc07t0qNTzUgpiF6D/AD/ntSe350vpkf5/zmg/5/z+FADehpOo5NKSBwTTcjFAyIRhpTn2NTSoCvTNMGN+drEcDipWK9NrjimIgVcAce1OxTlHGAKNvekAkYDSLnpnmsW9kMkzt6mtsHCu3opNc9M2XNeNmUrzUfIuJEBmn5wMHtTR1pzLkZHWvNLGOMgjswqK2bYibuvOaJG2ANngdajVuFPakM0Q4YYpsXEX4molfAXFPQ/IBTJsTVqaHo8ut6lHaRkqn3pH/uL3/GsyJHldURSzscBQOSa9e8H6AukadmTBuJcNI38lHsKzqT5UbUaXPLXY3dNsYNNsY7a2jCRIMKB/nrVkgk81KqDHNKVANcp6SaRTLMgJCk+wrNdNY1BjsVbCHON8mHkYeyjgfifwrccqB0rPu7+bf5FpbNK+OWJ2ov1P9BSsO7uc94p8PWlzocrvNKbmBC6yu/Ugdx05ryVWzivR/HFrqo0N7htQUxhgJYEj2gqTjg9a81U100djhxXxIlPSk6jNC041scozFRnrUh61GetACBsCoyc5pzVCetIBLg5AHvSq3IPoM1HKcp15FEbbgcdyBQMlYcCkH6Up5brScimB618ErkrqupWu75XgV8e6tj/2avaq8L+Cyk+Jrph0Fm2f++lr3SpZrDYWiiikWFFFFABXjvx31PbZ6Xpasfndrhx7AbR/M17FXzd8Y9R+2eO7iINlLWJIRz0ONx/VqAPPCeTmkHBI9aDSHpmgAI4xUbHHBqUH0qKYDFAFQtib2NTrVSQnzFI9asoTigCZTUoNQA1IpoGTDpTsZqIE1IvSgBCMVG1TN0pLa2N5ew2wbb5jhd2M496aV3ZAbfhm0KxzX7jggxR5/wDHj/IVsv6801UjtoY7aIERxLtXPU+596XjFfSYaj7Kmo9TinLmdyPowPr1oJwcH8DTmGV4qItn8RXSSNdsVmXg3RvtPzA7hV6Z+xNUHbLfXiontYpC6dcia3Vu/Q1qxscVg6cyIrKp6Oc/XNbMbHg1FKTcVcJLUtofWplNVVbvUqvitiSyDjrSHp0zUavnpSluKBAxqJmxgCkd+opAvy0DJEBA4P1p3uTmmLyetL2oEPyKXjFRGlD+tACXBCWkreoA5rnpDkk1t6g4FsEDDeTkjPOKwmBU+9fPY2alWdjSIgOamSoV5qwgrlKILlAUOAPf3qhC/Rc8rxV64fGeayVfbdMPXFIpLQ0lI/8A1VZhVpHVEUs7HCqBkk+lVbZJJ5UiiRnkc4VVGSTXr/g3wculQrd3yBr5hkDqIh6D39TUTmoounSc2M8I+DvsG28vwGuiPlTtH/8AXrvI4woHHAojjCjpT8fnXK25O7PQjFQVkO6CmFgelHJ61FJIEFOwXEYHvWJrfiHT/D9k9zdy7V6BRyzH0A71D4h8RQaLYyXFxKI16KvVnPoB614tqN9c+INRN9ekgdI4ichF/wAaqEOZk1KqgvM19b8Y3niTcnlG3sgciPOS3pu/wrHUDFKEAGAMCkAK10qKirI8+c3N3ZOg5p5Bxmmxn1qQjIqjMhaojxUzVXY0DGt0NRMcU52xVd29KQxkrHB9KWDcET86ifBIX15NW4sKBgZNAx5GMZ60AjNIemSeTQmSelAj2L4I2h8/VLsjgIkY/Ek/0FexV5Z8GLu1Gl31kGAuvMExXuUwBn8D/OvU+1JmsPhFooopFhRRRQA0kAEk4HfNfI/i7UV1XxVql6jZSa5dlPqucD9AK+lvHeof2X4G1i6BIYW7IpBwdzfKP1NfJ8mc0ANzzTh6U0GnUANb5eRUMzfLVhvu1SmOMigCsSfMqwh4quvL1ZFADwakTOKjBqUcCgBwNPBqEZyachJ+lAD3bArU8LxedrBkP/LGJmH1PH9axHYlsV3/AMLdHS7vr+7njDRRwiIZ/vMc/wAh+tXTqKnJTfQHFy91CzAFiR9MEVGCC2OQw7Gus1nwhKoaawzIvUxn7w+nrXJSxtGxSVCpU4IIwQf6V9Hh8VSrRvBnLOlKm7SA5Xr36VBKcZqQsy9DuX071WkkDZGefSt7kEMr8mqTkn35qWRiTiqLy51GNQeny/iRXLXrKCXnoaRjcs2dttwSO+frWopwOpqrCMAVaT5iBitYpJaENky9M+tPXk0zPYGlU4Yc1sSWEod+cU1eBzUZO5+lAD1BNPPCUKBTnPyHigCNM5I9KfxTI+p6U49aAAjIoVd7AeppVra8L6Yup6sRKuYYlLuAcZ7Af59KzrVFSpub6DjFydkcxekPIwKgis941PKkj26ivWr74f6ZeqWgmmtpPrvX8j/jXI6n8P8AWbLc0ESXcQ7wn5v++Tz/ADr5V1oye50PD1InHhSOcfiKduGOCPwp00LwytHIrRyL1DAgj8Krux/iUH3HWqMyG5fjpVfTtIvta1JbewgMjgbnOcKo9Se1bWkeHrvxFdiGzyEH+skYfKg/x9q9k0Dw1ZeH7BbS0TJPzSSt96Q+p/wrKpU5dFudNGk5avYyfCHgyDRI1nnxLesOXxwg9F/xrtUXbzRHGFUcVISAK5W23dnYkkrIlUUSSJGuWOKqSXyQKfWvKfHfjO9lujpumTGLAzNMvUZ7D0rSKvohTkoq7PRtS8SaZpylru8hhH+24B/KuH1n4qWMYaLSYXvJTwHOVQfj1P4V5kLFZXMk7vLIerOSx/WrUcKIvyqB+FbKmupyyr9h15eX+t332zUpjI/8KDhUHoBTgmBjHFKoGRTwvNapWOZybd2IF9O9GzipRQR7UCGr8tSAg0zv0pfzpgRydKrNnFWJD8pPoM1Uc9M0gRFI2OKgY5qSQ84qJjgUFFdCfOY++K0oyMdKzR/rDyOtX4eVGSo/GgGPYnNIpO7AHNSBC33Rx61YhiVDnv60EtnqPwYZYtYvI5APNktsqT1AVhkfqPyr2mvD/hTZSt4iivDuSFY3VSR98kdK9wFJtG1NPl1FooopFhRRRQB598XdL1bVfCKw6XbtOEnEk6Rn5yoBxgd+T0r5tkyrEMCGHUEcivsu8bZZzt6Rsf0ryrU/Ceka2n+l2oEuOJY/lcfj3/GolPlLjDmPBTj1pN5HTmvR9T+Et2m59MvkmHaOcbW/McVxmp+F9a0kn7ZptxGv99V3L+Y4pqaYnCSMppOMYqrMQR3qVsg471Y0nTpNZ1qx0yIEvd3CQjH+0QCfyyaoky0+9xVgVteNLOGw8c6zaWyBIILpo41HZRgD9BWOooAcvWpaavWlJxQA1jzxTydkXuaYoLNSyks4UUDEiQscmvcvh9p32Dwnbuy4ku2M7fQ8L+g/WvGbO2a6u4LRPvTSLGPxIH9a+jYIEt444IxiOJQij2AwKyquysa0VrcsIOKzdX0Ox1RD58e2XHEqcMP8a1BwOKq3EpQcg4rnjOUHzRdmdLSaszzXVfDN9YMzQ4uYh3QfMPqP8K5uU5O1hyOzDkV6teSB1JzXl/jW8MbpAp/eP8zkDBC9h+f8q9jD5pUatNXOKthoLWOhj3kqwjap/eH0PQVnxZ+1Q84O8c/jUSNuGSck9zU0AzdQgdd4/nUzrSq1FJmajyo31GOlWYlweBmo1Xn0qVcck19BA5WPJAPNKpzIAOKbmli5fNakk7EBTUcY+bNLI2FxSIcIKAJlpX6YpqnNEhwOtADUPPFKevFJGMgHNKevSgBw6V3fgSALp13cHrJKEH0Uf/XrhR0r0vwrbm28O2oIw0mZT+J4/TFeZm9TloW7v/gnThI3qG+nSnlgOSaqtOE4UZNQlZZvvEgegr5W56pBq9ppOpxFL+2inOODt+cfQjkVxq/DuzudQMiTTpZA58t8bj7Z9P1rvY7NF5xVlYwBwOKqM5LZmUoxluihpul22nWyW9rCsUajACitJUC0qgKtMeTHFIoczBapz3OMgGiSXOeazL67itYJJpXVUQFix7CgDG8Wa5Ho+lSTEgzP8sSn+Ju34d68jRmkZnc7pHJZmPcnvVrX9al8Q6o1wMi3Q7YU9vX6mo4UxXZThyrU4K9TmYqjHapFHHShhipFxitDAYv3qf0Jpo+8c0vVhxTAeD6Uc+lIcCj1oEIetGaU4Pem/jQMZMQIn47VRc8Vdnx5LfhVF+gpDRCx5NRP0xUpGajYc0DIIlH2nJXIIrSjIxwAPw5rZ0TTBFLp8txErx3cZcBhkEbiv81Neo6b4f0bYrHTLQt/tRA/zrOVTlNlRcle55JZWVzfSiK0glnc8bY1J/P0rudF8BuCs2rMB3ECH/0I/wBBXosMEMEYjhiSNP7qKFH6VFKOTWM6zeiNYYeKd3qM0ZI7TUrJYlVEVwoVRgAdK9Arz20JGp2v/XVf5ivQqulsFXcWiiitTMKKKKAKOrPs0u5P+wR+fFcdEMmur1840mUepUfrXMxLXPW3OijsOHFRSyBQQTU0nygmsa9utrYzWRqUtW0zSb4E3Wn20rerRjP5074c+EtLi8S3OrW9kiC0j8uM8kB264z6KP8Ax6qV3dMyhEBaRyFVR1YnoK9P8N6QNF0WG1ODMfnmYd3PX/D8K2pXbMatkfLnxDXb8RfEA/6fXP8AI1zyDjNdN8R8H4keIOOPtZ/9BWucPCgfjW5gA6U1jxS8U0nLYoAfHwpaiIEuWoPCBaegwKBm/wCDIPtPjHS0IyonDn/gIJ/pXu4PzE14p8PF3eNbPjokp/8AHDXtGeawrG9HuT7iaikXcKVTkUpUn6VzHQYN/bum5kGR3ArxPxBeG91a4n/hLlV+g4H8q+gpY93auI8T+BLTVVkuLMC2veuR9yQ+4/qK3pTS3MasG1oeSxngVYtBm8gx/fHSmT2dxp91Ja3URimjOGU/z9x71NYgfbYvr/SuykrzXqcstmdGuMZ7U5T8vfmmE4Ue9LnAx6V9PA42OY4FSQjjPFQMckKPyxVhCFwM9qskSQ5YD9Kd0GKjB3PnNPPuaYEiHpiiU0IOM0Pg8UAOQcCkP3qUdKb0FMB+C2AOp4r12CLyLWKBDgIirn6DFeTW/FxDn/nov8xXr5+8a8DOm7RXr+h24LqxEQAYqwoAqAcGnh68A72WMijcAKh30x5eKZJI8tV3ck00vzxTHcKD60FEc8yxxlieleR+OfErX9y2l2zHyUP75gfvH+7/AI11PjfxJ/Zll5MBBuZflQenv+FeURoWYk5JJySe5rejC/vM5q9S3uosW6YjHFXUwKgjGExUq9a6ThY9u1SIRiomIqRDimAfxcU49fag80Y5oEKelNJpx5FRE8UAP7UhoU5TNIeoFAyO4P7s/Wqb/dFW7g4jAx3qo44I5pDRDikxzS4pAPmpDPV30wD4feD9UQfcV4HP1dmH65rpdLkzEv0p2m2X2r4F2PGXhgE6+22Qn+WapaTN+6XmsKi1O2k9DpUORTZRxTYm+UU9+RWDNirbfLqNsx6CVf5ivQq87fKSBh2Oa9CjcSRq46MAa3o7GNbdD6KKK2MQooooAyPEJxpv1kUVz0XQVt+J5AtlCndpQfyBrBjb5a5q3xHTS+EW4PyHFcpeO8l3sHPeunlOVIrnrjbDe7yOCDWa1Lehf8IaWt54mWWQZSzTzcH+8eF/qfwr1CuC+HeXm1SZhhmMY/Dmu8rqpq0TmqO8j5J8fkS/EXXmXkG9cflgf0rnXILnHbitfxLOLjxbrVz2N7OwP1dsViCrIHZxmkjGWpGPapIxxQApxvxT80zrJ+FOPAoA2vCOpppXiqwupTiLzPLcnsrDaT+te7uCr181k9q9T8F+O4Z7aLTNZlEc0YCRXLn5XHYMex9+9Z1I31NqUraM9CVqmU5qvjoR0PQino+K5mrHQmTlARVaSDI4qwr5p2RSGcN4s8Jrrlrvj2peRf6tz0I/un2ry+LTbvT9ZS3vIHhkXcSGHBGOx719DNCH61n3+k215DsnjVlPY/0rehW9nJN7IyqUlNaHj0h/egdl9KUHniun1nwbNbOZbJzKCc+Wev4HvXMXEE1vuWWJ42HXcpGK+ow+KpVI3izzalGUN0LGS8uT+dWN3HfpVW3PrVgnCt9K60ZMI/WnZ5pkfK5oBy4FUInThaDSryKD96gCQcgj0pg6nilGcGkpiFY4TI/CvWrK5+1WFtcA8SxK3445rySRuBXp/htvN8N2DDtFt/IkV42cxvSjLzOzBv3mjTDUoPFJtxSNwK+cSPRBpcVGWLU3ILetI0gUc0WAczCNfesfWdWi0+zknkcLgEjNLf6lHbxtJJIqIoyzMeAK8j8TeIpNevCkRZbND8oP8fufarhByZnUqKCKGpahLrGpPdyE4JwgPZaai7RTY02rUoGK60rKx58pOTuySMfIfrUo9aZFna1OHuKZArH1qRMZqM/WpE70wHnFHelGO9J3oEO9cVA/BqfH0qCbg+1ADk4Tr3o7imKfl/Gl6sKBkc/8I96rP06VYuPvJz61A3I6YpDK9HcUEYFC9qQ0fTngGBbv4X6XbsAVltGQ59ywrhtNLQkxNwyEqc+3Fd18L33/AA30Y+kbj8pGFctq9p9k8SX8ajCmYuP+Bc/1rKpsddJmjDN8o5q3G+8VlRhttXrQk9a5WdJLMny5rr9Hn+0aTA2clV2H6jiuXZcx1qeGJ8Nc2pPQh1H6H+la0naVjKqrxudJRRRXSc4UUUUAc34r4Fr9W/pWJCcit/xVGWtrd/7rkfmP/rVz0OeK5qvxHTS+ElkGRWHqsXybh1HNbjnis6+XchFYmlrl/wCHLZm1FewWP/2au5nlENvJK3RFLH8BmuC+HriPVtRtz1aJHH4Eg/zFdT4suhZeENYuSceXZSt/44a7KfwnLP4j5Eu5N7O7HLTSNIffJNVs1JckeeVH8IC/kKhJ4qyBw5NTLgCo0HOPSpaAEH3qRmpRgc0zrQAVMowtRgCpccCgDpPDfjTUNCdYZHa6sM8wOclR/sHt9OlewafqNrqllHeWUwlgfoR1B9COx9q+eV71raJ4g1Hw/dGaxlAD/wCsicZRx7j+vWolBM0hNo97DVIrjFcTpPxD0i/Cpe5sJ++85jJ9m7fjXVxTpPEJYJEljPIeNgwP4isJQaOiM0y+GoI3Ag1WWX1qVZaixY7yQT06USWMEq4eJXBGCCMinbsYIqcNkZ7UIGc1d+BtHnk3xwtbn0ibA/KoB4G0oZUm4bP+3iuuGDSbRnNdKxVZKym/vM3Sg9bHJ/8ACD6aF+VZf+BSE0J4M0uI5aFmHrvOa63g0m1SORVfW6/87+8FSh2Rxlx4ItJSTaXbRH+7IMj/ABrNufBOoQgmOeGX0AyK9BdEHGKhdB2yK2hmNeOnNf1E8LTb1R5RPpt3bMUlt5Aen3ciqzxvG211dT6MMGvVpwUQsH59xmvP/Epme8inkkBVhtAx0r08Jmcq1RU5K1zlr4NU4OSZjS9fXFd14F1SOWxk0x2xLExeMH+JT1x9D/OuGkwB7mmwXMltPHNDIySqcq69Qa78Vh1XpODOSlU5Jcx7MxxVeR+Otc9pfjG0ubcJfsIJwOWx8je/tUGqeK7WJStownk7EAhR/jXzX1Ctz8nL/l956X1iHLe50LzLGhd2CqOpJxiua1TxbZQArC5nf0j6fnXH32oXd/I7XM7yYPC5wo+grPfpXo0srjH+I7nNPFN/CWNW1W51bckp2RHICA8dD19a55YdrYxWlISoB/2gahnQJOw6DNY4qEYVOWKsjHmb1ZCfSjinEe9IBXKBJF1P0p2eabFwx+lOpiA9qlWoSMkfWpVPIoESUY4oyKTdigB3+eagl6ZqcHiopelICFT8vNSLnPeohxgU9aBjZ/vqPY1A5qaf/Wr9KifvigZWbqe9ApX6njvSL1pDR9M/Clt3w30of3fNH/kV6x/Eh/4qm7Y/7I/8dFanwlOfh5YD0eUf+PmqfiyDy/ELt2ljV/6f0rOpsdVLchjUG33jniprZccVXtjiDYauW45rmaOi5bOAlP0GTbrqrnG9GH9ajk4So9JbZr9qfViP0NEH7yCfws7qiiiuw5AooooAyPEUe/SmP911P9P61y8PSux1ZPM0u5GM/Jn8ua46Ic1z1tzek9CRhxVK5XKmr55FU5x1FYG6KnhaX7N41gXoJ4ZIz/6F/St/4oXK23w71Yk8yIkYHrl1B/TNclFKLXxLpNxnGLtFP0Y7f61a+Ot/9m8H2lp3uboH8FUn+ZFdVF+6c1VWkfOrHczMepOaEGTnsKZ7Cptu3CenX61qZDkFPpFFDcCgBP8Alnn1pg61IB+7H0pgHNAD1FSdqYBT6BgBijANFJ+VACSdKbb313Yyb7S6ngb1ikK/ypXGRVZuBQB1+mfEnXLEbLny75B3lGGH/Ah1/Gu40f4gWV7aLNdwvaZbZyd65+orxYV01vAf7AtwOrszdPetqGHjWk4vsJ1ZQ2PcrLUba+jDW08cqn+62avo5UYI4rwDS2u7K5862lkidecocV1lp8R9SsnVb+2S5iHBZflb/ClUy6pHWOprDExejPVd6/3hSiT05rl9H8Y6NrziK2nMVxjPkyjDf/X/AAre3EcjB+hrhlBxdmjojJPYuCRTS719ap+bxzz/ADpkjOV/d81JatfUmuAJQVRyjHuKw5tI10Ss0OuIIz0SS2DEfjmrTS3SZKQtI3orAfzphvrsL81hcA/8BP8AI0ivQxNXtvE1rYTSxXVpclFLbfKKk/rXDtf3l8iPe7AV+6E4Aru9b8Sx2FsYZI5knlUhFZCMn6154cg17eU0N6kl6P8AM4cdUekU/UnaQ5ANR5wRzQ3KZpq8k57V7x5pYH3aXNN49KQfSqER5y7j3qFuSalz+9P1qKThjWL3GQy/6on3xTLjqjdyBT5v+PYnuW/pTGyYU9uK8LGfxmWiA896QZJpxpB9a5ih6ffpTTV+/TiDmgBAfepE5NR7aevFAE2OlJgUdaM+1AhR0qKTpUmajf6UAQZNOVjTSPagdqQxZf8AW8/3aienyf60/QVGx6cdqBkD4zxSDrSt7UgJzQNH0t8Jhj4e2PH8cv8A6Gab41GNWs27mEj8j/8AXp3wobPw+sR/daQf+PGk8dAjULBuxjcfqKznsdNPdGPbntWlb1k2x+cCtiHha5WdSJJThKr6c+NctP8ArqBUspylU7M7NXtT6TL1+tKPxIJbHo9FFFdpxhRRRQBFMnmQSR/3lI/SuFUFGIPBHBrv64rU4fs+pTpjALbh9DzWVVaXNaT1sR5yKrTjrUynio5hla5mdCRzWonF1aNwNtzGc/8AAhWF8ftTMuvabpob5be2MpH+07f4IK29cJSENt+66n9RXnvxYvDqfxM1QKcrCyQKfQKgz+pat6GzMa+6OMhUBTIe3T60AZOadKwwFXoOlIg+lbmBIBSP0pQRTW5pgOPCj6U1Rk05+gFA4xQAoFLzQKAKQC/jSc0pNNzQAHmq7jBqxmoJBxQBGK7pYdthaRYxtiGf51xFuu+ZE7swH616I0YLIgHRQB+VeplkbuUjCu9iGG2CxZwOearzWyvnI61oycIfyqmwGf8A61ewkjnuYlzpxRxLCzI6nKspwQfrXS6P8RL7T0WDVoWuEXjzl4fHuOhqmVBGDVWeySZSMZ461yYjBQqrY2p1pQZ6ppPifTNahDWdwkjY5QnDj6jrV2W5ZRiM14KmnzW0okhdo3B4ZTgirnm6tIPn1G7P/bVv8a8eWWVL6HbHFpLVHshurtckGHH+0xzWNrXjA6PAjzRCVnbaEikBb64rzdLe7k+WW+uSv93zW/xqeOyhi5VSSepY5Na0spk3eb0FPGq3urU1NV1uXX5Y7iSHyUjBCITk89SaptyKVI/lx0pdvWvapUo0oKEdkcE5ucuZiIeCtRNlWP61Ko2n1pJlOMg4+lbEj1J2jijPrUUb/Lyec1IPu96EIjfhs0yTnBqVhuFRdtpqJIZDcD/Rgc8b8fpUYP7kVPMv+ik9t4/karA/JXz2Kd60i1sRHrS/SkP6UorAoUcMDTj6Cmgcind6BCenpTxxTelOoAeDTs8UwGnjp0oAQnFMIyKcaaRx1FAETDHam96kbO3OO9RmgY1j+9P0FNbPpTn4lP0FMagCFh/KmA81I3pUX8dIpH0l8IpN3gOAf3J5F/Uf41Z8epiPT5gOjspP1AP9KpfB3/kRR/19Sf8AstbXjmIyeH/MA5hmRj9Dx/Wolsbw6HH2zcg1tRHKg1ztlJkCt+2P7sVyM7EPlPGDVO351S3H/TVf51Zn6Zqvp4361aZ5zMv86UfiQ5bHpFFFFdpxBRRRQAVzviW34huQOnyN/Mf1roqq31uLuzlhI5ZePY9qmSurFRdnc4pelOcDaeKjUEEg8EHBFSZOOa5DsRzmuRM9q4AwB7da8V1W6ku9W1G/mOJJp2J78k817zq8f+iSMR1GOa8H8RRi21OaEcAOWP41rR3aMq2yZldWp44qMHmpVNdBzDuvSmnINOGc00/eFMB560c0p6Ug60AKKM0ZozQA7HHamc0pPFNFAC/hUb9KkJpp6UASaUnmarbKR1kH+NehBSCzHpjiuI8Pxb9aj44AJrupBtAX8TXs5arU2/M5a794ryEBQD0qqepwBippuSaiIGeleojEbSg46mjA68UCmAwoCOmKaVHTFTMeO9Mxmiwxgj5z/OnhB3xS4OeaUUWEIBjNMwd1SYppHegBpHNI3IxTsAikwKBldhgN2yKfGQUB6UrqDk1FDxxikMduGTSMOM05Dknt7U4jPTmlIRHMMWJ92B/pVH+E1oXny28a9wOazT6Zr5irLmm2aITHNKMU38aUVBQo+8KeOTTB1HWnd/egQpNL+FMPpSjNADwak7Cq+TTw+QKAHGjPWm7ie9FACHpUZHpUpNRMeT0oAjf7/wCAppI9ac55/CmnJ7UDI361CQN1Tn3qB+DSKR9G/Bog+A1/6+pf6V2Gu2v2zQr23HV4Wx9QMj+VcJ8EbkS+D7mDvDeN/wCPKpr0ztUs2jseM6e+WHvXS2p+QZNYMlv9i1u8tMYEczAfTPH6YrctzhRXJLRnbHVD5h8rCotFHm67aDriTP5c0+dsKSDUnhiPfr0Z7IrMfy/+vShrJBP4Wd/RRRXYcYUUUUAFFFFAHG6xb/ZdUkwPkk+dfx6/rVINz1rofEtvut47gDlG2n6H/wCvXOryOlctRWkddN3iVr0B4iG6e9eJfEO1NvryyAYWSMEfUV7u0KyLyM15l8UNJaTTEvVXm3f5v91uP54pU3aSCorxZ5UvQVKM4qJKnA4rrOQXJxSDJYUv40q/eFMB3Sk+lONJQAc0ZNHSigBDR2pSKSgAzmkJopKAN3wrF5mqO2Pupj9f/rV1Nw/zn+Vc/wCDk/0q5b0Uf1rcnPzGvey9fuV8zkrfGV3J3Z5ppJDU/kdMfjUf1r0EZB78UozjPakwKUYBpgBzTCOelSN+FRk0AHfrTuOwpuT1paACgkbaKPakA3NBHNKOOTTc0ANqIKAc1MPamY5pDGdH9qfEAzgHucUwjD/Wpbdc3MY/2qio7RbGRakcTEDoKzSa0NQIadiRWf3x/Svl2XHYSlH0owaUUDHjjpR9aQDmloAT8aB1p23vRjtQAgoGRTttGMDtQAn1NA9qMYox7mgAx60x1+Xinn600kg0AVz1BHpSdqcy88ZppoGMPWonA96nIqJ+hpDR678B74i71ewJ4aOOYD0wSp/mPyr26vBPgUi/8JJqTn74s+PpvGa97pM2jsea+L4Bb+KTKBgTwq/4jKn+QqS1O6MGrfj6Lbe6fP6q6/kQf61SsCdi59K5ai1Oym/dC84rT8GxBtQupuu2ML9Mn/61Zupr+5DjtW34JQ/ZruXGNzqo/AZ/rSpL3wqP3TrKKKK6jlCiiigAooooApapB9o02dO+3cPqOa4xTxXfMoZSp6EYrg5ozDNJEwwUYr+VYVlszei90TR4AzWL4l0wanpF5bcfvoWUZ7HHFayMcYpkg3xlCaxRu0fL8kUltcSQTKVkjYqynsRUoPFd18RfDEkFydWtUymP34A6ejf0NcGpyK7IS5lc45R5XYdk0qn5qAfalGN1USOzzRn1pNw9R+dJvUdx+dADsijjNN3r6ijeKAHHFJSbh/kUhYetAAetHek3D1pCw9RQB1ng4D/TW7gL/WtaQ/MeKy/CMYWwuZh95pAvPQgD/wCvWlI2GIIr6DAq1GP9dTjq/GyJsU3PalJzyCKaBzXcjMM0oNBWgA5pgKDxSEe1OApD1oAZSj2oINABoAXHvSU6kNIBhGeeabTsUd+ooATFMUe9PHYU1R19KBjJPvj6VLaD/SN391SajkHINSQkKkhzjjFc2Lly0ZMCjdtmRiemaq4HpVickk5FVjXzhqhwGaXFNWn4oAQe+aM0oo69s0AGc96UGkAo5FADl5yKcf8AP601evenGmA0mkxinUnOaQDfxpp61IaOcYoAicDjjtUbCpm5IqNgBQBE3TtUEnNSt3qFxxSKR6Z8ELjyvF9xEf8AltaMPyZTX0BXzZ8IJvL8f2QyAHSROT1+QnH6V9J0mbQ2OR8fRbtPspcfcn2k+mVP+FYOnP8AIB6V2Xiq0N34dugBl4wJV/4Cc/yzXE6U28Me1c9VanVRehbvz+5xng103hCPZoQbH35GP9P6VzV4mYyD2Fdf4bXZoNsOOjHj/eNKl8QVvhNaiiiug5wooooAKKKKACuY8RWoS4juFGBIMN9R/wDW/lXTdqyvEKBtLdu6MrD88f1qZq6Lpu0jmE6jNLJ0NRowIqUDdXLY7DPu4FuImR1ByOARXlHivwKbbN9pMTNGW/eWy8lPdfb27V7JKnFZUiru2tjmnGTiyZQUlY8KTw3q79NMn/FRUg8L6zn/AJBsg+pH+Net31qbU7o+EbjHpUMcm37wI7c16VOEJxumedUlKnLlZ5evhLWD/wAu0Y+ripP+EQ1gZ/cQ8f7deoKyO3IB9fekZEIOG259619jEz9rI8rbwzqqH5oF/Bs0R+HNRa4jikRIxIcby2QOM16TKGjzjnmqbENPETwMN1HH3TT9hCwvayucIfDt0HKmWAFcdz3/AAqynhC7dFb7RCAw9GOOK2uWmkyTw6rn8P8A61bsEGAsIb5VUZH4U3QgkCqyucYfA98RkXNufzqNvBOo4OJbZv8AgR/wr0HbGAMDJ+tTKzkHaAoHFL2MA9rI4i1gufDVj5OoRqYpXLI0Ryc45yDjjpS/2jZzv+7uUyf4WOD+tXPGQYiz3MCAr4A/CuEnBDHNaQxk6PuLVIr2amuZnZ/ewR+lNIweoH1riA7r91mX6HFISx6lj9Tmuj+1Vb4Px/4BPsPM7YsgPM6j/gQphngXrdIP+BiuK4z2pcL6D8qTzR/y/iP2Hmdl9rtv+ftP++xThPCRkXKn/gQriTGvoPypvlgdAPypf2pL+X8Q9gu53XmRk/8AHwv5inbuOJlP5VwQwOwqRMfTvmq/tX+5+P8AwA9h5ncFv9oUhJOfmWuKyxb7x/OkeTbwGJP1o/tVfyfj/wAAXsPM7bnHVfyoAb/Zrhw7no7AfU08GT/nq/8A30af9pr+X8Q9h5na7ZB/dpu189Frjwzj/lpJ/wB9GnCaZek0o/4Gaf8Aakf5Q9i+51rhhjgVq+HbCPUbq5ilXK+QT9DkdK4AXdyOlxL/AN9GvRvht5s1nqNxLKXO9I1z24yf5j8qmePhVg4JPUTpOOpnap4ZvrZiYUNxF2Kfe/EVgSQyxtteJ0I7MpFexyRq3Tr6VGpZcgqCvTDDNcDpJ7C2PHunXFKMHoR+deuNBby5DQxD32CopNKtXXP2W3cZzjyxS9j5hc8pw2eAKMN6CvTzo2lZIk023BPPCY/lQmgaI4JNhF+o/rS9iwueYAHk7f1o57qfzr0mXwror/dt9h/2Xb/Gsy48K2HRDMv0k/xpqjILnFA47N+VAY+jflXVf8IzapHMWnnYqRtBwOx9uelQ2Wg288sYeaXaybjgj1o9hIOZHObiex/KkJPofyrto/CNi6lmnnAz/eH+HNOPg6xLYW4uPrx/hS9lILnDFz6H8qC3tXc/8ITalc/apxnpnb/hQfAlsRxqMoOehjU/ypeykFzhS3QDFNY5+tdpJ4EGMx6jn2aH/wCvVOXwNfAZjuYG+oYf0pezl2Gce+euBUDnPWuwXwJq0jYL2yj13E/0qRfAEgObi+RR3Eaf4mp5JFFT4bMi+PdHL9PtAA5xzggfrX1LXhvg/QNP0fxBp1zCHkmWdVLyHPDcdO3WvcqmUWtzWDuitexGeyniGMvGyjPuK880VQLb3716USAMk4ArgLCERRtgdWYj8SawqnTR3Yl233q6jwxIX0OIEfdZlH5//XrmLsZUmum8LjGiqP8Apo386il8TLrfCjboooroOYKKKKACiiigArN13/kDXJ9FB/UVpVU1GLz9NuYx1aM4/Kk9hrc4aNuKsr61UjPSrIb5a5bHch78iua8QXRsoRcAgbHGc9/auiMoCYrmPFFp/aGi3Vv/AH06jsQcg/pTtfQeyuXpok1DS96H7y7ga5q3uZVyky52HB3U7wNrbXFm+nXJ/wBJtvkYf3l7Gn63crp04fyd6OcEAdDXVhp8k+RnLioc8PaIeZImDMvyk8imu2BuVgRVCLVbJssVaMnqD0qVZ4ZFwrqR1GDXo3PNsE03y7mOCDjHSqs8hWMnAYYI/lU7Mj5UsCM8A1UuYx5G6PJ2sGwO/b+tN/CxLczFj827IbBbd/D6AnrW9GQgwpJYgEsOmfasZUm+0SeWCAsnDeoIBrSSN2IHmYwBwTUops0YlAX5pAPrUnnWqDDzr9M5qitkjnLz8dxU8Wm2wb/WKW9xTEYHi2e2kitvIO4qXycduK4mfmu38ZW8cFvaGLHJcHH0B/pXCyHr2rkq/EdEPhIT1pKXvSGsyxDSEdxS496TFADSxHpSb6Xv0pCBSAaWFOVh0zTTimEgc0DHuxz1oBGaizmlCk0AT+YBR5voKYq461IAKYgEhI6UoZqUY9KWgBwr1T4XndoV6p/husj/AL4FeUjivVPhfgaDenubr/2QVdP4iKnwnYsoJ4x1ppQhNuFYfrUjLySD+dRhkxg5J9K6TAi2qeQcegNNkjcKcEkj0qyAr4598VHIXhPynj0piIBM6D5wGB7EU0tF8pGV9cUkl8VGHjB98VE1zAYwCNhPqKYD3LD7rZGKqySYYZODUpZSCQwJHoaibay/Mc461SJZSu2baVTb04JHsaq6dEpnDngZwW/HP9f0q5dQ/vIiASGUoMdj1z/n1qtYRzfu3ZSgKgkH16Ut2yr2SNWPJUIoYAHHNW0A/ikx9TiqkUbdd3t1qYWm8HLqfYmmSWd1sOHmB9qes1smNqk5FQR2OFA+XH16VOtttI6D8elSykSCVSMLGM+9L5jkEZAH0pFiXIPmDFSCNAeZAT6ipGVy79ST71XkXcvr61fIiA9T/Wq88gHCrg1NxkNoPs8ySnja4YD6GvYEYOgZeQRkV45ztLelet6dn+zLXPXyUz/3yKxq9Ga0+xmeINQMSJZxHDzAlyOy/wD16yFAVRimXUxutau5SchJPLX6Lx/jTs1wzd2ehTjaJUuP4q2vCU5Md1bnorBx+PB/lWTOuVzVrwxL5erPGf8AlpGcfhzU09JBV1idnRRRXUcgUV8AUUAff9FfAFFAH3/RXwBRQB9iazZf2beFV/1MnzRn09R+FZJuyCQTz6V8o0Vm6dzeFblWx9Uz3jQoJWUmMH5yOw9amlVJIiOoIr5Qopey8yvrHkezaqZvC/iNNQiUmE/LIB3XP9K7IzWmu6atxbyqRtz1r5noq+XVPqiFVsmraM98a3VgVZlPoMZpjaSjncFT65xXg1FdSxHkcbpeZ7m+lsudsjqe3OarTG7soGkNwNi43AqOma8VoodfyBUvM9oTUUljyWPykDAHBx/9bFXYtThI2hHz/uda8KooVe3QHSv1PoBdStx96Nhkd0NWE1K3OML/AOO18719DeGo4n8L6TlQGFnDzj/YFXCpz9CZQUTG8XSRT6bCYjkrKcjHTINeeuDk16p4ygWPQN6gf65OR+NeWTcMR3rKr8RpT+EiNNpSaTNZliEU0mnE0zdQAU05pS3rSEikAwg03B9KecnpQASQKBkKhgMlTg9D61KD6U6Zp2kjifIWFNqL6KSW/UsT+NIDQA4E04NjtTc0u6gRIH9jRke9MD07cKYDgR716z8Lo8+HrxvW6/koryUEE9a9m+F6AeEWb+/cyf0FXT3IqbHStGck+vaoWg5Bz1rQMfPHpTWjAUknmt7mNjPaDADKxGO9MaMNz5hBB45rQKNjgAiq0iADDRHPqKaYim0eB/rB+NQPEGIyVJz6VPKuTkAHnoah+YNxGRg1aJZA1gpyQq5P901DJZMq5WRwc59asESEZG0fWopJZl/uY+tUIqXElxaqrtMSuemO/UfyqeOVZdro2eSAD25rH8RQzSWDTeYTLHiSONTjp1/TIqfRZkurMOMhc/LuGMip+0V9k2N6nGcAfSpFePGCBkUsRCphgGHYGrEccErEY2HFNiQ2NozlRgZ6VKBuPHbrUiWuDwAQR2qdICigbalsop+UzE4XGaesTZ6EVc2nik2HPPPNS2OxXEZViWbvUUgUHjk561baPnJ5qKWHC5Az3qRlAgsvtzXr9quy0hX0RR+leSyIVjf1x+VeuQc20X+4P5VlV6GlPqcRMNmpXqDoJ36/Wq0t6sU6Rk8scAVav50bU7x0xgyEfXHFUv8AhHpri1GtqyPtRsowwyqCclT+FefJNvQ9SLSiuYukhkzUdhP9k1e3l7B8Eex4/rTLSVZ7ZXXdgjPIwarzt+9GDSWmoSj0PSqKo6VO11psEzfeZefcjjP6VdrrOFqzsfANFFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvojwwzf8IvpPH/LnCP8AxwV8716vovxM0fTtFsbOW1vmkgt442KomCVUA4+fpxWtJ2bM6iudb4zB/wCEck4x+9j/AJ15ROMua6nxD8SNH1bSJLS3t75XLo2ZI0AwD7Oa4aTWbdyTsl/If40Td2OC0LBFNxVQ6tAf4JPyH+NIdUg/uSfkP8azKLZppU1V/tSD+7J+Q/xo/tOD+7J+Q/xoAsFfelAAqqdTh/uyfkP8aQ6lD6SfkP8AGgZaYcU+FC7gAZJ4Aql/aMOMYk/If41p6DrOk2WtWVzqcNzLZRzK8qRKpZlBzgAsBz9aAOw8d+D7rQ49J1ZoybW9tlQlR9x1HAP1XB/A1w1ez+KvjT4N8R+Fr3SP7M1dWmhPkF4ItsbjlG4k4wQOleG/2jEXLbX5/wBkf40kNu7uWyOKOaqf2jD6SfkP8aX+0oe6v/3yP8aYi2PpSjGKqf2lD6SfkP8AGj+0ofST8h/jQBdHNe3fDJQvguEjnM8p/WvBRqUA/hk/If416P4Q+J+i+H/DkNjdWuoPKsjtuijQrgnPdxVwepE1dHsZHzfSkKbh+PevOj8a/DR/5ctW/wC/Uf8A8coPxr8Nn/ly1X/v1H/8crTmRnys9DEZAOMY7VBKrAlRyK4P/hdfhsdLLVsf9co//jlRN8ZvDp/5ctV/79R//F0KSDlZ2MynaSU5FVCCudrMp78VyMnxf0Fs7bTU/wAYo/8A4uqz/FbRGJxa6jz/ANM0/wDi61U0Q4s7QgnH3Wx+FQNGzZ3JgZ4+auL/AOFoaPuyLfUMZz/q0/8Ai6hb4laOxz9nv/8AvhP/AIur50TyM7vRtPXUdfs7QpuRpQzjrlQdx/QH86je3Om3+o2PlKqQXUmxB/CpOQB7YIrA8L/Fzw3ompyXd5Zao/yFYxFFGcE45OXHYfrUWvfFjw9qeuzX1nZ6kiTKu5ZIowcgYPRz6Cs1UXtC+R8h1UTITgZAI71agkQMNw56Zrz1PidoqH/j2v8A/v2n/wAXUkfxS0ROtpqGf+uaf/F1o5xJUGenQBQBgkCraEnjk15tH8X/AA8gGbLU+PSKP/4upl+M3h1f+XLVP+/Uf/xdZSkilFno4xj7g/Cm7VJ/1YrzwfGnw3j/AI89W/79R/8Axylb40eHSOLLVf8Av1H/APF1HMiuVnoLgYwqgfWq82SMEcVwZ+M/h0n/AI8tU/79R/8Axyo3+Mfh5s4stU/79R//ABdF0FmdnJGdre/FeplvJsy5/gjz+Qr51Hxe8PmRM2ep/eGf3UfTP+/XWXH7Q/hCe2liGn64C6MoJgi4yMf89azqO5pTVjYQHyt5OS3JPrXYWCxxeEE89isZtWZyByAQSf514c/xh8PvbpGLLUwOjfJH074+erWrfHbTr+MW1paaha2oUKUCRksO4J3dK5YLluzuqtTskd5YFhp6OylflGAev41Jp9i2pXqRAkKeXYdlHWvOpPjN4fa32LZamOMf6qP/AOLrS0T46eFNMjlM1hrDO+ACkMRwB9ZPWpjG71KqVEldHuUUSQxJFGu1EAVR6AVLXj//AA0d4P8A+gbrn/fiH/47R/w0d4P/AOgbrn/fiH/47XQcR//Z", "path": "003455.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003456
Men Tshirts
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", "path": "003456.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003457
Men Tshirts
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", "path": "003457.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003458
Men Tshirts
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", "path": "003458.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003459
Men Tshirts
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bUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+ZTSjg0poAQ9aKQctT6ADoKbSk1i+INRudH0/wDtOGA3FvbNvu4kGXMP8TJ6lfvY7gHvigDZpKpNqUcmj/2jYL9tiaHzoRAwzMuMjafcdKNL1KDV9KtNRtSxguollj3jBwRnkdj7UAXaRuKdTW5oAavSkyd1OUYFIR81ADu1MPJp9M/joAay4OaSpSMrUeKYBwaQikPFKGyKAEKUwpmpDwKXgigCsVxxUZTPFWyuajC/NzTuA2xuhHcCzY/eBZP8K1q5JpSL/wC0g4EcwUH8ea60VMkAUUUVIBSE4GTS1FKc4XPuaAI5szKUBIU+nesaXw3aXEpeZWkyejuWH5dK3FGM0mT2qk7BcqCxt4oivlgjGMGuejgNu8tmoPlKxMf+ynHH4GupZNw55FVns1LFu+MD2qkxpmZHG8mMcelX4rd1xkirMdsqqMCpgmPShyENQ4AB/OpgaZtpdvpUsBskEUwIkjVs+oqI6fbH/lnj6GrGSKNx9qlxT3GpNbMhWyt15ES/jUGpkQ6dKUUZOAFHGTmrhY1heILqRbN2jx8mRk+vQfrTjG2w7tvU8p+LtwsF/BDvD3IXr6dse3SvHLiQxShHOXGQB7nqTXoPxClL+Jp4ppGknVRknsa4UWYSaSRxwrZJ9qh7m3RIp+UYxuIODxVRmAfLdM8it+4MZsvkj/dZysrDBJxyB7VimEMNzkgnoKZLLEKxwusitlSMkHtUkZ2QRTQg/LKQy/Tn+VVOoACkY9K0ra2lspUnniaa3HzSKh+6OnP6UAeofDzw9Hqty2rSRAK7eXDHjhQf/rZNe8xRCIAKMDpXlvwnmj/slBnIXhQfT1r1QMGA5FX0InvYlHPFJ2oU00nikQRTDKms9Jja3IkHKnhh7Vfkbis6ZcmrQG2rB0DKcgjINPrK0y4IJgc+6f4Vq1m1ZgFFFFABRRRQAUUUUANc4U1Ub79WJDlselV3+9VIB6dCPxpwOG+tMU4YHsaVv1HSgB/egnrTQ3Q07jP1oAFHFKTQTim8k8UAYPjfUJdL8D61fQCYywWjshhcoynHDAjpjr+FfNnh74w+K9G1j7ZdX8mpwMux7a7clSPVf7p9/wA81qfGe917S/GNzpsmt30umXUQnitzMQqq2QUIHUAgjntXktID0Xw18Vdc0H7PEgieyivTciFVxsRid8S9gpzwOxAx3r6k0T7G+kW8+nPusrgG4hI6bXO4Y9ua+Fq9w8D6pe3XhKxks5ZhqOnwTGBlkPz/AGeVHMZXoQYp2GP9kelCA+iGoApsTrOiyIco4DKfY8ipcYoAZimEfMKlIphGSPrTAT1NZ91rGm2dtLdT39rHBEpeRzMuFUdT1rybU/j/AGlle6vp7aLOWtzJDbSCYHzHBK/OMDaO/Ga+eJJnkkZ2Y5YknHFK4H03c/H3wlbajJbJFqFxAoGLmKMbWPfgkH8cVav/AIx+H/7YsbLTb+3miuIy89zKSsduOD8xPU7d3yjnOBXypU8cTzSrHGpd3IVVHJJPQUXA+3IdVtrme0S2EsqXUBuElRCUVOMFj2znj1wasg7G56VzPg5PEdolpp+qLE1nBpkOZBGAfPJOUXH8KoFBzzmuokHeqQDyMrmo1bBIp0LcFT2qGI5Rv7wJoAnQ5JqO7fyLZ5fQU+EZYntVbWDmKKAdZH5+go6gY1wDBYQZ++7bz/OuwU5UH2rj9XfdciJekabePWuwT7o+lEgHUUUVABVMSb5C1WJm2xMfaqCHBqooC8pyDSZqOJsn61JigAJo60tGcUAJg0uDSZpaACiiikwCilpKAGtWBqZ81lgPKg+a/wBB0/X+tb0hCqWOePSuZ1fUdP02GU3d7bJK+X2vMoOccADOfaqRUT588Xytc+JrptxLeZtUkdcDH86pPG1zqMVkkLOepjXuQO59O9Ta4d+szOgO0yGTcfQ84/SokElqRq8twsDk5ILgHY3Tj6Cs+puynqiN9paKSRW8o4+UfKD6D2FNks0hsyksZM7kbcdQKbJJFPqpeJvMtnmyG9RXY2ulzAWU5hzhvs7AjkMCGz9OlFriOVuvDj2kdizMc3DAt/sjOB/I10emWrQPOZT5lusTp8w4IxzzXU+LdJEdpC8Q3JFGquQOeDkHH+9n/vr2qnaaa+q20YjjMVrne2OWb1+g7DPU02rMa1Rs/DBDGixqDtKbj7HIA/PNexxAbAa4/QNCTTLNLhFH2lsM6jpt7KPoK6yNyyD0qkrIxqNN6E2dufpUW/K5pXb5D9KijOYj7U0iCRfmFV5YuCasxD5BSsuSRRcDJIZJA6HDKcg1uxSCWJXHRhms2WA7SccmpdOmUF7Uk+Yo34PoaJdwNGiiioAKKKKACkJwM0tIRkYoAhIyTTHHzVNsI96Y1UBEByUPfpS8sMH7wpxAYCgqSAR94UAQMSMj8qDMGQZ9cVKQHHPWqV4GhjaVQDt5IPtTAuqePWub8f2N5qHgTVodOuLi3u1hMsTQOVZinzbcjnBAxXQQSmWJH2ldyhirdRntXLfE3VNY0TwHfahochju4CjNIEDFI84YgHjgUmB8maxrWp65cRXGp3ctzNFEsKvIcnYOgz361l1PNM9xPJNK26SRizHHUk5NQVIBXvHwCsP7QgmnEgU6bemRlIzvWaBkI/NVP4V4PX0B+zWf9F8Sj/btv5S0Ae9oAMADAA6U40xetOpsBDXH/EzxJe+FfA95q2mhPtSNHGjONwTcwGcd67CvMvi9qaJ8NNbW6txHunS2gVnBLncDuwOnGSAecDPegD5f1LUbnVdSuL+8kElxcOZJGChcsepwOKo0HrRSAK9B+EPhlvEnjy0aRN1pp/8Apc+eh2n5V/FsfrXn1fTf7PujLZeCrrVWX99qF0QG/wCmcfygf99F6APWOp/nTJBkU4nk0wnirAiV9j1EDsu2XOA2KdKf1NQXDYkDdxTA04BxWbeSqdTLsfkgjyfrV8TCO2MpPG3dXN3MpcMM8sdzn+QoQEdurXmopnq8gJ/Ou3rltKhCXtuG+85LfgBXU1MgCiiipAr3fMYUdzVZUNW5gGK+1RgAYq09AGoCCDUuailmWJSTTgcgH1pAPyaXNNBpRQAtLRRQAUVyHjL4i6D4KhK30/nXrDMdnCQZG9z2Ue5r5z8Y/FnxH4vMlu9wbDTm4+yWzEBh/tt1b+XtSuB9BeIvi14R8NStbz6h9sugcNBZDzSp9znaPpnPtXE6z+0Vpqaev9h6Vcy3jZz9swqR+/yklv0r50opAdpr/wAT/F3iIsLvWJooSc+TanykH/fPJ/E1zlpql3Yzm4hdfPJBEjoHYEHOQWBrOq1DaXFwrNDBI6r95lUkD6ntQBNdarfXs8k1xdSySSHLMWxk/hVEsWOSST6mui07whrGobG+z+RE38cxCfkDgn8K6uy+E93cKEWee5nfhBbwEJn0Zn24HqRmiw9TzZLiZE2JI6r1wDWjZanqS3CCLULqNl5Xa7NjHtX0XpvwG8I2qRtdpd3coA377jCE98BQDj8a3B8JfCMQxb6XHb8Yyh3H82zTsCZxPg/xVbTWNhp8kOo3t8wYzTPb5LHqT8x6V02gaICTcwq9ufNYyJncpUH5AR+ta+m+CdM0C9a5sZrl5WUqIWZWXn0AUY/OtzT9OaytliY5JYu/OeTVW7l81loTWiOow6j/AIDV1cL9DQqgLSOB1oMxszAoajj+6R6jNMkfPFJG2FHtxTsBbj+7T1FMjGFGakLKilmYBQMkk8CpASTaqFmIVQMkk8AVxdpr8cniwTI3+jN+4B9R2P51H4o8Qm7RrOzbEB4d/wDnp7fSuWjJQg56Vzzq62R2U6Huty6ntApazNFvxqOmQ3GfnI2v/vDrWlWxyNWdhaKKKBBRRRQBXuJBBbSynoiFvyFcLptzdWvzQXMignJQncpJ9j/Sus1+XydEujnBZdn5nH9a5C1+6K560mmrHXh4JxbZ01rrkbYW6j8tv768r/iK143SRQ8bKynupzXGnpkVLBPJb/NE7If9k0Qrv7QTw63ida3rVW5b90R68Vkrr1xGo8xElH/fJ/w/SsrXfFUcel3KrbSiZ0KJhgQGbgHP41vGpF9TB0prodFpN291p8c8ibWYt06EAkA/iAD+NJqN5Ylxpd0d0l3bysIthIaNRhyewHzAc9yKfpkivptrhdpESgj0OKpa/b6rcW0UujNCZlcpNFOcLLCwwwDD7rDhgfUYNWzM+LrpUS6lSP7iuwX6Z4qvWz4j0W98O65eaXfxNHPBIQQf4geQwPcEYNU7yzudPnEF5BJBKUV9si4O1hkHHuCDUgUq99/ZsfA8SJ6/Zj/6M/xrwKvZ/wBnbUo7fxPqmnuwDXVqHQHuUbkfkxP4UID6RB5p4NQ1IpqgFrzv4jfDqHxNoeqzWLzjU5vLnSIyExSSRrtHyngMV+XP0rvxbQ/ajdCNfPKeX5nfbnOKkYZGPWkB8Xz+E7+x03WbnUYXgbTJo7eSNU3nzX5AYg4VcA8+pAHWuWr3meSS+034viWNTaicOrk871Y4H/jorwY9aQBX1v8ABWeCb4V6SsLAmJpkkUH7reYxwfwIP4ivkivUfgl4puNE8awaU0hNjqZ8poyeBLj5GHvnj6GgD6eY4Y1Gz84p7n5jUDc1YDZHBODVSdtwVvSlmYrJgmqsk4GM9MVQE+oXg+zwwIeSMkVUgjDfPIcIvJqqJGmlwvJPU+lTSMzqIY/uD7x9aALWmXHna7E54ByFH4V1lcNp8hj1OB16BwP6V3NRLcAoooqQI5BnFVpX2AnrSaldix06a5Kb/LGducZ5rGl1uzuIQyTouf4XOCKqLV7D5W1ckmmMsmM8VpwPuRfpWBFMsnzoyuPUHNalhLlSpPSra0EaYpRTVPFOqAMzXNatPD2jzaleE+XFgKictI5OFRR3JJAFeGePviybbUWTQp5n1IReXLcGfdBbEj5liQfK7A5HmNn29u6+N9rKfA/9pRSyh7CZWVEPy7nITefdQTj0LZ7V8r7WKlwpKjgnHApMCW5uZru4kuLmZ5ppGLPJIxZmJ7knrVair+mWa6jqUFo1zb2olcKZ7h9kcY7lj6UgIIYZbiVYoY3kkc4VEUkk+gA616b4X+BXibXAk+plNJtW5/fjdKR7IOn4kV6x4A0b4f8Ahe1RtN1jSr3USuJb1rhC5PcKM/IPYfjXo0V7aXAHk3MEgP8AckU/yNAHnei/BbwjoEazTWMmrXKDJa8O5T64jGF/PNaGuy6PLp0Gj6dDArXTCJo4IgpiiBy4PHA4xXeEVUuLOKYhgiCQHO4AZNUrDTsYekaTAFWbykyBgfL2rbjttrB2YtIe5/hHoPSnW0AhjCgdKsCmwbuwCgLjFLjil7UVIhm0DoBmkIzTzTSaYCGq8r4FSOwAqjPL9aaQEUkpAbHpRbyF5CG9jVaZWmR0BKhlIyDzmrdxa/2fZi5eRmCKPMOP14qm7AXmnjhgaWVwsajLMe1cXrOtz6kTHFujth0Xu3uf8KTUdZOouIkytsh4H98+pqsdpXOK4a1a75YnfQoW96W5mSKduT1qpJ8prTlXIIxVGROMVzpnVY6fwPqXl3MllI3yyjcn+8Ov6V3teM21y9hexTxnDRsGH4V69Z3Ud7ZxXMRykqhhXZSldWPPxMOWV+5aooorU5gooooA5zxfJs0dU5+eZQf1P9K5yAgKBXQeMc/YLbHTzxn/AL5Nc1Eelcdf4z0MMv3Zog5Apw6Z71FGcqKefu9azRbRBOQBxWPcW5vL20hH8VwufoMn+grVmbg0zSYvM8QWQxxmRvyUf41rSV5ImekGddsktrNmgi82RUyke7buOOBk9PrVuMkopZSrEAlc5wfSnFcNilArtPOPK/jhoFhN4TbXjax/brWe3U3GPmEW8jb9Mv8Ayryf4zaJHpvjt7u2Yta6nCt5GS2evBA9sjj61798U7T7Z8MPEEWM7bbzf++GDf0rxr4yR2I8P+CntGQf8S8BYw2SEKoR74yTSYHj1a/h3XLvw5r1nq9k2J7WQOAejDup9iMj8ayKKQH3D4b16z8T6BZ6xZE+Tcpu2k8ow4ZT7g5FaucV86fB34i6T4U0HVLDXL1oYRMs1sojZy24EMAB0+6D+NdpdftA+EYuILfUp/cQqn8zTuB6yppScYNeN2/7Q/ht5CsulanEgGQ3yNk+mM1WvP2jtJUMLPQryU9jLKqD9MmgDi/Et7qNrZ/ESwtIz5Da1D9scdVjLSY/Asqj8QO9eT128/xBmkufFcqadbhPEQAlR3LeTgk5X1OTnmuIpAFbPhO4Nr4v0adTgpewn/x8VjVreGITP4q0iJerXkI/8fFAH2tOcO/1NVhIN2M9asXZwzfU1lSS7GDdxzWiAS+l2zH2GKypplJIJ4HWm3t8izKjSL50pOxCwBP0p9rEHdS4XjnFMCa2jZl4G3P6VLcL5UW1RjtWhGmFGBwPSuc8Q63baXlGIkuDyIgefx9BSbSV2NJt2Rq6dbPPdxrEMbWDE+gFdjXK+Br99R0M3EoUSGd1bb04xj+ddT2qHK4NWdhaKKKQjC8UyeXoc3+2VX9a87kHmJtPNdz40l2aZEn9+X+Qrh1GVzXNWfvHdhl7hnrHNbTGS3leJv8AYbFb+j+Jbi3u4o71g8THa0hGGH+NZkyDBqiJHjuI3j++rAr9QeKmFSSejNJ04yWp7JDOkg+U1MKgt8tAhdQr4G4DoD3qyBXczzTP1rSrXXdGvNKvFL291EYpAOoB7j3HUfSvn/Ufhjf+GvDWoWGpTL/Zd1cJL/aUUJk+ytHuCmRR8wjZX5IztI5FfSNLwVIIyCMEVIHxRrXg3WtDgW7mt0udPf8A1d/aOJrdx7OvT6HB9q5uvsm9+HGkNcS3mjzXehXknLvp0myOQ/7cRyjfTFcdqfwjubhi09joGqj++In0+dvcmImMn/gNID5nzU0c0sMgeKRo2HRkOD+lewap8IlhLH/hHvEVrgfetZoL6P8AmjfpXEav4Jk0/wCaO4uVUckXunTWxH5qQfzoAp6f448Uaaf9D1/UY/b7QzD8jmty1+M/ju1x/wATszAdpoUbP6VzVp4b1C/kKWotpG7D7XEpP4MwNX5Ph14wjj8weHr+SP8AvxR+YPzXNAHaWP7QniqHi6tNNuvcxMh/8dNdHYftIx4Uah4dcHu1vc/0Yf1rxO68Pa1Y5N3pF/AB3ltnX+YrLoA+q9N+PHgu/wDlnnu7Bj/z8W5I/NN38q7jSfE2h69Hu0rV7K84yVhmUsPqvUfiK+HKlR3jdXjYq6nIYHBBp3A+9CcdaazHsK+R/Dvxe8X+H2VF1Jr62B5gvcyjHsx+YfnXuPgn4v6H4vMdnMf7O1VsAW8rZWQ/7D9/ocH60IDvppXUfdqhLMzHpVto3c8vgVVnkRB5cf4tWiAjhUyXMa+rAV0DKGUqwBBGCD3rI0uPfdFz0Rf1NbVRLcDzfxDpB0m+EkIP2aU5T/ZPcVUhbeteh6pp8epWEts+MsMqf7rdjXmyq9rcSQSrteNirA1xVoWd0ehh6vMrPcmkGPeqjqME96tuwYVVlJVjXOdaM64XjjrXdeAtT8+zlsJG+eI70/3T1/X+dcPOx7CrGg6idM1i3uM4QNtcf7J4NbUZWkYYiHNA9kopqkMoIOQeQadXaeWFFFFAHNeM/wDkGW//AF3H/oLVy0LZ5rqPGn/IJg/67j/0Fq5a2GVArjr/ABnoYX4DRi5WpG6U2IfLT3HBrNGkilKPlzVzw9Hu1yFsfcikP54FVJfStLwwudVnb+5bqPxLGtqK94yrP3GdS33xRQ/GDS12HAZPim2+2+EdZtcZ86xmTH1Q18m+LL3U/wCz/D9pd3PmW40qJ4I8DCKWb9eOtfYlwgktZkIyGjYfmDXyh8QdLaDwp4K1Hy8CTTTbO3q0bn+hpMDzyiiikAUV0fhPw+niTWWsZJruHETSBrSya6ckY42KQQOevau90n4OSyQZ1DTdeuJCTgQLBaoB2y0zbv8Ax2gDx+jFfRdn8FLVkGfDtsg9b3WZXb/vmKMD/wAerVtPgrbQyiRX0uzYdPs1pLIw/wCBSysP0p2A+bLfT7y5d0gtZ5GSMysEjJKoOrH0A9apV9A+Ivh/ZaX440Wyl1PUbmLWrS7t5HklEY3pHuRQIwvy5K/LyDXgDAqxBBBHBBpANrb8ITLb+MtFlf7q3sRP/fQrErqvhzawXvxE0C3uVDQveJuB74OQPzAoA+wL8dT7mua1K9S2tpp3yVjUuQO4AzXRaoT9jdgecZrh9VP2qzuox08pgPc4NWthpXPOLjUbjVbo3lwf3jHgDog7AV0Wk6rqUYAW8lx2yd3865a1X99s966iwiworjlJp6M74xTVmbE+q6jJCQ15N0/hbb/KuUuP9YSeSepPeujlXEZ57Vz1yuDms+Zt6mjilsj1H4Yk/wDCOz8/8vLfyFdtXF/DeLb4YLEYL3DnPqMAV2ldcdkedU+JhRRRVEHI+Oji0tP+uh/lXGxnjFdT4/lIFlEP9pv5CuRjcbea5K3xHoYf+GNuGwOtZwY+cCOoOauXLfKap26mS5VByScCpjuay2PZ7KTzrWKTj50Dce4q2Ko2cBs4IrZjkxoq59eKuqa9BnlDxS00GlzUgLSCkzS5oATHNHUYPI9DzRRQBVuNL0+8GLmwtZh/01hVv5is5/Bnhpn3rodlFJ/fgiETfmuDW5mkz70WAwW8J2ij/RtR1i2PYJqMrqPoshZf0rL1HwI1+uJtQtr8emq6XBcfqgjP612WaTNFgPEdc+DttKrOvh2Ak/8ALTR75on+vkz5X8AwryrxB4CudIt7y5tZZLiGz2m5hnhMFzbqxwGeM5ypPG5SR719S+IfFGneG7XzL2YGdh+7gVhvf8+FHqxwBXzv8QPHDajLeiL57vUYUhnnUFUitlbcsMQPzEFvmZ2A3dgBQB5ZT1YqwZSQwOQR2plPVSzBVBJJwAO9ID62+HXiG58Q+AtOvLty90FaCWRurMhxu+pGM++a3264rnfh3oM3hzwJp1hdKUudpmmQ/wALOc4+oGB9Qa6E1qtgNXSUxFI/qcf5/OtOqmnpss4/U/Mfxq3Wb3ASuL8ZaZsdNThXrhJcfof6flXaVWu7aO8tJbeUZSRSpqJR5lYunNwkmeXxvuWo5uelLcwSWN9LaS/ejYr9femk7q4JKzsz14u6uihMTnNVCcE1duV9Kzz940osqS0PWvCOp/2loUW5sywfun/Dofyroa8t8C6mbLW/sznEV0Nn0Yfd/qPxr1Ku+nLmjc8itDkm0LRRRVmRzHjY40qH/ruP/QWrmbIEgV0njZs6fbJ6zZ/JT/jWFYx4jFclf4j0MN/DLQ+UYNDvkdaWQYWqckuDyayRq1cc/vW54YtzGbiY5zKEIz/dwcVz1vG+oXkVpCfmkOCR2Hc/lXcWkC291OiDCKERR7Ba6qC6nLiJWXKWZB8tC9BQ/IpqHiug5BwwSAe/FfOnxOjC/CHwwD96K/uY/ph5B/SvoxfvD6ivnL4pSD/hW+mw/wDPLXL1P/H3P9aTA8VooopAev8A7O0W7x3qEvZNNcfnJH/hX0oetfNP7PEzp48vYgflfTnJHuJI8fzNfS3emgJFp1NFOpgeZ/GUSWOmaD4ihB36RqsUrH/Ybg/qFH4181+KLZLPxTqsEf8AqlupPL90LEqfyIr66+IGkf274A1vT1TfI9qzxr6unzL+qivl+5tItb8O61rinfNbJY7zj7pIZGH/AI6tJgcZWr4f1FtH8RadqIO021zHLn2DAn9KyqB1pAfc17IlxYGSM5jkTcp9QRkfpXE7cqy+oIqx8Oda/t74a6XcO+6aGI20uTzuT5cn6jFN24mdfQmrQ0eXxJt1J19DXWWA+UGuanHl63cD0kI/WuksThBXFNanoQLkw+Q1zt6uK6STlMVgX6Z6elZrc0buj1rwNEIvCFhxgsGY++WNdJ3rnvBTBvCGnEHP7sj/AMeNdD3rtWx5kviYtFFFMk828dTFtaWPJxHCv5kk1zYY7eK2fFZabxDdjB4ZVH0CisZ4JEBPI/CuGq/ePVoK0EVrh+Ks+GovtXiCzi6gyrn6A5P8qzrl2CksK3Ph6Uk8TxF+oViv1x/+uqpasmtpFnq90u0rIPoaEbNTyoHiZT3FUYHOwbuo4ruWqPMLY5pc0iOGFPwKAG5pKfikIpANzRmnYowKYDaKdj8a838f/ETRtHRbWHxOLa4UnzorCFbidh6Ak7Yz7nJ9qAOw1rxDpHh23Fxq1/Dao3CK5+dz6Ko+Zj7AGvO/FXxJ1SO2LW6ReHbBx8t5qi5upR6w2w+b8WwPcV5JqHxLnS4kl0CwWxuJOH1K6f7Vev8A9tX4T6KBXDXd5c3109zd3ElxO5y8srlmY+5PNK4HSa74rN5M/wBlkuriRjl72+YNK59Qo+VP1I9a5Z3aR2d2LMxyWJySadDDLcTLDDG8kjnCoiklj6ADrXpvhX4I+I9b8u41VRpNm2D++GZmHsnb8cUgPNbW1uL25jtrWCSeeRtqRxqWZj6ACvoH4bfCUaK8OteIIkfUBhoLXhlgP95uxb9B9a73wp4C0Dwbb7dMswbkriS6l+aV/wAew9h+tdHtB74+tWkBVkGEPvVY8mrlztBA3ZqqgzKB/tCqA6GIbYUHooqSkHAxS1kAUUUUAcH47sPLmg1FBw37uQ+/Y/ln8q5eJ89DXpniSCO48PXqyYwsRcE9iORXlNsWLjriuPERs7npYSd427E9xyCKzXX5jxWxJFlCfQZ6VmyKN9c6Z19BkEr280c6HDRuGBHqDmvb4JRLBHKOjqGH4jNeHuPlPFe1aaCNMtQeoiQH/vkV2Yd6M8/GLZl2iiiug4jl/GUZa2tX7CbH5j/61ZVooCitvxeyrpkJPXz1x+RrFtWBQVyVvjO6g/3ZJP8AcNYl5nGB1JrZm5B9Kx7wbWyPWs7GyZe8I5j8QhW53QPj8xXdFQLhyO4BrhtEYJ4hs36BtyH8VNd2T/pBH+yK66PwnFiPjBulRKcGpu1Qkc1sYDwfmH1FfMnxRnJ8LwweniLUf0K//FV9NL1H1r5z8Tafa6rZ+JPte4rpkmo3kSq2P3jzxopP5HikwPF6KKKQHvf7OmlKF1zV2UFv3drG3p/E3/sv5V7yvJFeP/s8c+CtTA6/2j/7SSvYU61XQB4paO9B6c0ANOCCGGQeCPWvnYeFJtJj+JnhsREIbRL+0IH3o1cuMfgMfga+iailhilV1kjVg67GyOqnt9KAPg2ivZNN+HEP2rxx4ZubUNd2UIu9PuCvz7QSVwe4YYBHr9K8cIwcHg1IHuv7P+rM2n65pDn5UZLmMfUFW/ktehyDF2/vzXj/AMI5h4e8Yww3jqI9Z0/NtIDwW3Ahc+uVZfrXsk4/fg+1Wtho811VQmu3BA6yH+dbNjINg+nesfXMr4ivEHTzM/mAatWk2xBmuOe53w2RuGTC1m3MZbOBVm2LXBOBxVyWzVYunNZM1R2vw8uPO8Kwx94JHjP55/rXW1518ObsQ3uoac38QEyfyP8ASvRa64O8UedVVpsKKKKszPMfESk+Krv/AHl/9BFAhVosEA1N4lQx+KJj/eCt+mP6UsOClebW+Nnr0f4aMi7sIih+QCqGkN/ZWu21ypwqSAt9O/6V0NwgKnFYc8XzkinSdmOolJWPZifkJHpWcASSMY9aZot0brQrWbPzGIAn3HH9KubQ67hXpxZ5DVnYjCsnI5FTJLng9aah4waUoDTYibNFVZrmGzhM1zPHDCBkvI4UD8TXnvif4z+EtJjeG2v5tQuB/DYKCP8Av43yj8MmpYHotxdwWsfmXEyRJ6u2M/T1rjvEfj7+yo821vbQQkZF7qs/2eI/7iYMkn4Lj3rxDUvi14l1y5eHQLEWG7jfCDcXJHbMrZI+oArm4fDOu69qTPdS3N3eucvHGGurgnvnHCn/AHmWkB1nir4oR6kHhm1G/wBYU8GCHNhZfQqpMsg/3mWvOdS1q41JViMNrbW6NuSC1gWNQemSfvMfdiT716PpHwD8Q6k6vePFpVv3+0OJZT77E4H0LfjXpeg/AjwnpOyW/E+rTrzm4bbHn/cXt7EmgD5r0jQtV1y5FvpenXF5KTjEMZbH1PQfjXq/hn9n/UbopP4ivksoupt7fDyn2LfdX9fpX0LZWFnptsttY2sNtAowI4Ywij8BU2BTsBznhvwN4d8JQhdJ0+KKXGGuH+eVvq55/AYHtW6w5qQ0yqQDCDUT1L9046imMy9xTQFGXl6LZd11EP8AaFLIRuOOtPsBm9j/ABNN7AbtFFFZAJRRWXrWqppGnvO2DIfljX+81DdhpNuyMDxhqo/5BkDZZsGYjsOy/wBa521tQAOKhiMlzcNNKxZ3O4k9zWtGoC159afMz1qFP2cbFe4QGIg1h3Khelbt02Ac1z1yWmnEaAszHAA71lFXZtJ2Vy1oWlyaxq8MGD5SnfI3oo6/4V7CAFUAdBWF4Y0MaPp4DgfaJcNKfT0X8K3u1ejThyo8ivU55eQ6iiitDE5XxvkadbEHgXAyP+AmsawkzGOa3/GkXmaEXx/q5Vb+n9a5XTJflA71y1viO7D6wsacp4rNu13A1oSNlapTDg1j1N0tBNJkzqunjv5wBrv5Di7x6rXnml4XW7PPQTr/ADrv5X/00flXZQ2OLEfEWaiYc1IDmkYE1sc4xeo+tfOF27yR/FYMcrCFVOOm643H9a+kMY59K8N1DQpbXSvixM6MA8qhGI+8BiTj86TA+faKKKQH0V+znMW8P61Dn7t0j/mmP6V7Yo5rw39m8f8AEs189vNi/k1e4A4J5qgJRR2poPFLQAnemtTj1ppoAotp1q2qpqXlBbxIjD5o4LRk52n1GeR6GvmP4xeD18M+MGubWHy9N1EGaEKMKj/xp+fP0b2r6mNZPiHw7pfiTTDYatarcQbt654KN/eB7HmiwHzNYaJqOp+A7LVtOkM76Ndb/kHzRIzAkf8AAWG/6SZ7Gve5zukBOM+3SrGg+FdO8I6M+n6aG8tzukZ/42xjJHbgCoHUeYAAABwAO1NIDznXMHxTd/7w/wDQRVu3RGTkfnVHWOfEF44PIlI/LAq3btvXA61yT3Z6ENEjY07bhsD6VpygGPGO1ZunJsUDrnrWm/ERrNlq7ZW8MzfZPGlqe026I/iOP5V65XisExtvEenTA/duU6e5x/Wvae1b0XeJyYlWkLRRRWpznC+M4fK1W0uQOJIyh+oP/wBeqMB+QV0fjO1M2ieeo+a3cP8Ah0P865eykyg5rhrxtO56eGlenbsTTLxWZPFya1n+YHFUZ1+U1nHc1lsdN4Qut2jPb5+aKUj8DyP610EbrGrF2VVHJLHAArnfCsGNHmeML5jSnr04Aq1e6RJqVu0GoXBltX+9Ckaqp9jkHcPYivTh8KPKqfGzA8RfF/wj4fZovtxv7sceRYjzOfdvuj88+1ec3/xi8c+JGaHwp4dmt4jwJVgaeQfjjaPyr1+38K2diwfSreysmH3ZhbCWXHpuY8D6VO/hWyujnU7i91HnOy5uG8v/AL4XCkexBoIPnGTwv4r8T3+zxFrDyXGcm1Epupx/2yi3Bf8AgW3611+g/AndtkvImUf3r2QA/hFGTj8ZD9K92tLK10+3FvZ20NtCvSOGMIo/AcVNRYDjtL+Geg2ECxTo90F/5ZECKL/v2mAfxzXWWlna2NusFnbw28K9I4UCKPwHFTUZxRYBcelIaN1GRQAmKDS8UUwIicGmk06QZFMByKaAYx9qiZ8DBFWSwAqvIwPamgKkxGeBiptNGbzj+6aZImI2c8elTaWp8927BcUPYDWooorMCJ2VELsQFUZJPYV5lruqPrWqlkJ+zx/LEPb1/Gt/xlrflR/2bbt+8cZlIPQdh+NcrZQ8g1z15291HbhaX22XrSHavSrbnC8elNT5U9Khnl2qc1xM70UdQn2xnJ/WtbwPo/2i4bVLhcpGdsIPdu5/CsG1tJta1iOzhzhmyzdlXua9Zs7SKxtIraFdscahQK6sPT+0zjxdWy5EWaKKK6zzwooooAy9dt/tWi3kQGT5ZYfUcj+Ved2L457V6pIu+Nl9QRXlVsmyR4jwUYj8jiueutmdmFe6NcHK9agl70+PhMUyToa5jrRR81reZZkHzRncPqOa7XTro3lhbXZ6yIJD+PJriZl6+4Irp/Ccol0CzGc7U2flXXh3ucmJWzOoQ5UGlJwaigPyY9KlIyK6DjDFYni+z+3eDNctQMtLYTqo99hx+uK2VPanMiyIyOAVYEEHuDQB8g+IPDtjpvw78KaxDCyXuoef9obcSHAcheOxwO1cNXs3xU0iTRvhl4SspAQ1pPcQHPszY/lXGfDTSLXWvE09rdxrIo0+5dFYfxiM7T+B5/CpA9Z/Z0hK+GNZnx968VPyQH+tey7vmry/4C2bW3w5acjH2q9kkH/AQE/9lr0vJ3GqQFkHNOzUSnipAaAFNNNLSE0ARmmMcCnmozyaaAoXx2WznvWEBukHtzWzqJ3RFR6isrAjWRifurQB5TqEhfV7l89ZmP6mrtockDOKo6jGYb+VT1DHNW7E5ZRXFLc9GOx01iPkFXZPuVVsQAoqzMcKazZojntQfy7mOTn5JFbj2INe4o26NW9QDXhGqEvKqDqzYA+te7RDEKA9lH8q3obM5cXuiWiiitzkK11bpc2ssEg+SRSp/GvNLeN7W4ltpeHicofwNep9q4PxXafY9WjvVGI7lcN7OP8A638jWFeN437HVhJ2ly9yJcFap3K4Bq1Ad6A1HJC8rhFGWY4A9TXKjtZv+EN39nShgQplJU+vHNdBjkiqllbLp9nBbjkIuGPqe/61ewCK9KKtFI8qcuaTaIk+V9vY9KlIpjKce46VIh3LTJEFLSHiigAzS0lGaADFJg0oNLQA3JFJvpxpDzQA0kEUmAOKUrmk2kUAISoHIqNpEUZwKWZTszVRlZ++BVJARXExlOOwq3pI+ab8KpumGxV3Sz/rh6EUS2A0qy9a1WLSNNkuXwW6Rr/ebtV+SRIo2kkYKijLMegFeUeI9cfXNUxGSLWI7Y19ff8AGsZy5Vc0pU+eViskkt9dSXEzF3dizE+tbMMSog96p2NuFUEirzNjn0rgk7s9WKtoLJJtGKyb24LYjTJYnAA7mn3t0FBAPNdH4U8OspTU75P3h5hjYfdH94+/pRTpubFVqqnG5qeFdC/smy82Zf8AS5gDJ/sjstdJRS16CSSsjyJScndhRRRTEFFFFACdq8w1GM23iC8j7CUkfjz/AFr0+vP/ABdbmDX47gD5ZowfxHFY1leJ0YZ2nYij5+lNkGDiltzujHsKWRciuQ71uUZh0rS+H8/m6OVz9yeRf/HjWdccBeO9TfDZs2t8n9y7kH611YbdnNifhO/j4Y+9TVCPWpAa6WcIjDByKcDkUHmmD5TjtQB5T+0HZfaPAdtdL/y63qk/RlK1598H/Dc7pfeKDHKsVmk0YYjCuht5d2PUhtnT1r6J1vRLDxFpE2malEZbWbG5QcHIIIIPbkVV0HRI9K0i503yY47Z7q4eOKP7ojeRmAx24PSlYCj8P9K/sXwBoliy7ZFtVkkH+2/zH+db5+9Uu0IgVQAoGAB2FQn71UgJl6U8Go06VJSAWkPSlpDQBG1Rt0JqRqjPemBk3DE5+tUb2PyrE5+85xWr5Q8wliOtZWsyZlSMHgDNUB5l4ihMV+W7OAR+HFR6efmWtbxTBiKKTuGI/A1iWDYkFcdVWZ30ndI7Cz5QetS3BxGaisyTGDTb1yIz9KwZujBk/fazax5HzToPzYV72BgV4Lp6mfxDp47tcx/+hCve+1dFHY48V8SFooorY5RKx9f07+0tJmjUfvVG+M/7Q/zitiik1dWY4tp3R5tpr74ucg1uaRZma+ExX5Y+c+9VIdNaPxDeWicJv3j2U8/1rrLWJIYwqABR0rClSd7vodlWsrWXUU4IINPVscGkZBmjGOldZxEuM1GcxtnsetKrdjT8ZFIBQQRRiohlDx0qUHPNKwCUUvFITQAUZpvNJtPrTAfkUnFMwfWl25oAfxSEgUYxUEj84BoASdyw2r1NVnUqpGanxjmo2UlSxGAKpAVlXJzVzS/uzH/aqsgxAx7+tYWu67JoujusAInuG2q/90Y5P1pSeg4pt2Rn+OfEu5m0mzf5Qf37A9T/AHf8a5fToS7BjWXGWnnJYkknJrprCIIgJrhqSuelSgoqxfjGxAKq3l0I161JczCKMHPWr/hvw6dWlF/fqfsqn93Gf+Wh9T7fzrKMHJ2RpOaguZi+GPDbX8i6jfp+5BzFGw++fU+3869D6CmgBQABgDgAU413QgoqyPMqVHUldi0UUVRmFFFFABRRRQAVyvjW0Mumw3SjmCTk/wCyeP54rqapalai9024tj/y0jKj69v1qZK6aKhLlkmcBZP8g54q244rLsXK5VwQVOCPQ1qZBUVwnqXM+6BHapPh4vl3Osxf3bwn8wDTrtcxj2qDwbL5Hi7U7Y8CeKOdffHyn+lb4d+9YxxK9y56LnilzxS4BFNxXYeeODjvSnnmmbM0AkcGgB2RSfjRRSARjUYAzTzTOM+9MB4p/emr1p1JgLSGlFIR70AMaq7Zyanb61C2aoCHy+cnoK5++O+7kbsDgVs3lwY02g8msaX52YnvTBHNeJoN+msQOVOa4+0bEi16rFp0eozG0lUESwyAA+uOD+deUxKY7ho24ZWIP4VzVlqddB9Dr7Fz5Qov2zER3qCwYmMDHtVm4iypJrkZ2JGZ4djEni3So26faAT+p/pXunavEPCeJPHGn55xIT/46a9v7V1UfhODE/GFFFFanOFFFFAGe1qE1OS54zJEqfkT/iKlj4OKWRszcdBxSjrmqWiC9xzUnFO601hjpQAjDHNKH9aUHIpdooAMg0DFJ5YPTijaR3oAdmjGaQGloANtBFLmikAmPal6UEgc1G0go3ASV+oHWo1jA5NJuJPyjrTwhP3jxVAJ14HQVBO5PyKKmdsDatNiiH3zTQFedfKtQvc1xvjWHfpMLgcrKB+YNdfevucKOgrA8Txb9BkP91lb9amfwMun8aOCsrbDA81to/loOeKz7U7frWvp2mTa1dCCL5Il5lkx90f4159m3ZHqXUVdlrRtFbXrxZJAy2UR+dv75/uj+teiRxpFGscahUUYCgYAFQ2dnDYWsdvAm2OMYA/qferQ5rrhBRVjzatR1HfoOoooqzIKKKKACiiigAooooAKKKKAPN9Yt/sev3UeMLI3mr9G5/nmnxt8o961fGlvh7S8A5BMbfzH9axYSWTrXFUVps9KjLmgh06gxN64rIspfsfjPSp+izB7dj9fmH65rYcgriuf1ndDHFdLw1tMk4/4Cef0Jp0naaHUV4NHranilqtDOsltHKDw6hh+IqQTDoeK77HmEtNbFN3g00j3osA/OaB9KaKUcGgAOKj4z1p5BNN2mmA5akqNcinZpAOzTSwoJ4xSYoAbnOeKhncRoWNTsQBWVqU3ybc9aaAz55TK5P5U2OIucmnwwl+TVh8Qwk0wG6T/AMjBGM8LGwH5V5p4lsv7P8ZX8O3arTF1Hs3I/nXoFlN5WqQzdhKoJ+vH9a5/4nWXk6/Y3yjAmi2MfdT/AIEflWNZaG1F2kZ+nj5cVoXC/uT9KoaaNy1fuT+6PHauFnpFDwGhfxxb5GdqSN9OK9nryH4cR7/GM7nP7uBsfiRXr1ddP4TzcR8YtFFFaGIUhOAT6UtQ3DYiI9aEBXT5mLHqalxxUMZqcdKtghVNKRkU0jmlBpANII6UoY96fSFc0AGTRk0gOOtOoATmjtS0UAJzRupabgUAB5703ap7UHjpSYJoAcABQTgUdBUZG489KAEGCfWnyEJETTlUKKq3L7vlFPcCk+Xck1Q1yPdotyCM/uzWntCmqOsqz6ZOqgljGQB6mnLZlR+JHB6bYXGo3qWtumZGPJ7KPU+1ep6TpcOl2K20XOOWc9Wb1qp4d0SPRrIBlBupADK/v6D2Fbgrnpw5dXua163O7LYWiiitDAKKKKACiiigAooooAKKKKACiiigDG8RWv2rQ7lQMsg8xfqOf8a4m2b5Rz2r0p0V0ZGGVIwR7V5w0Jt5WjPLRuUP4GueutmdmFlo0TOMDNZ+oWyzQPG33XUqfoa0c7l96rzAeWc1h5nWkdF4SvlvdCgikx58C+U4914zW4Yga4vwysa6jLEXKvJ8wweuK7RQy8Mdw9a9GEuaKZ5dSPLJoYYcUBD61MD60hXPSquZjAMCjmggik3EdRQFxd3FKGFM304MtAXHZ5pe1NDLSbxQO4/NIWwKYXFRvMqjrRYVxJZABWVdDzJ0GKsySZ+Y9O1U5JucjrTAmyEUAYFVbgGTAzxSbncnrThA7YzxTAz7wiGEbeocNx7c1P8AEq2+0+Hba7UZMEytn2YY/nio9RQB0TqTWvrdqdR8BzR43P8AZQ4+qgH+lZ1NTSDs0zz/AEo/IMVfuyBESelZ+kkMiHsVFXr4/uTmvPZ6qLHwwizreqTf3Ywn/j3/ANavUq86+Fi5XV5PWZB+hr0WuyHwo8ys7zYUUUVRkFVpfmVifSrNVZWCny8jcRkDPJFNARxDipaSMAKKftzVMAptOCmgg+lIAoDUgoIoAdkGjFMxRk96AH4pMGgGjNABg0vFJkUUALxSGk/Gg9KADGaMAUmTTTnvQASPgcVXYfKTUpGTTXxiqQFYjLYFRXAXeoYZGRkfjVlRmTNVbk5kbFUBv0VFA4kgjcHIZQalrEAooooAKKKKACiiigAooooAKKKKACiiigBoHArhdYiFrrk6kYSUCVfx6/qDXd1zHi20D20N2B80bbGx6H/6/wDOs6ivE2oStP1MAsNuB0qCZgUz+lShcR9enWmNDuGa42enGxj3zSQhZkZ0eNwwZGwQR716BpOqSXEMQnU5dQVc9/r71x88aSIVkUlehq5FqF/baX9ltkt5gB+7aYNkfXBGa6KFVRVpHNiKLnZxO6OcZwaUGsrw/qct9ZKtyqpdIPnVTkfUe1bOB6V1JpnBKLi7MZwaYRipdopNgNO4iBsdxTcBjgGrBi9zTfKI6Yp3EReWR3zRt2jJNSEMo+6TVaXzXO0KwFAiN5CSQMVCzH1qT7PJjAQ0fY3PHA4pgUJWaRtq81JHZHALVfisxGOxPXNPK4/CncZV8pIkJxzUe4BC2Ke6vI20YAzjrVe+3LGEDgA9aQGVM/n3TOeign8hXXWcIl0OCFhgPbhSPqtcukCpBO+M4TGT7mur0vzP7Mt/M+9sH5dv0qZFdDyjTIjFI0X/ADzJX8jiptXbZbMxPbFT2zIdSvyAFAnf8OTWfrLho254FcEtz1oaq50XwofdaaoO/moc/ga9GrzL4VK/maoQf3Y2A/Xn+lem11R+FHmVfjYUUUVRmFed+L7q6fxBF5e9LeCPCzRtgh88j27V37khGIIBwcE15nfSTSXLSRzOWLHdjDfgyn7w9xzW+HXvXMqu1i3beI9Xt1yJ4LlAeFmHOP8AeHP55rRi8f2cRA1KzntfV0/eJ+nP6Vy80tug+aK1D4ySS0Z6+lUjJaSyFHhXbz8wua6XTpy6GSlOJ6hp3iPRdVUtZalbSkdV3gMPqDyK1uGGRyPUV4pci2aAWsCRRosm/C4bJ7kk9T/Krtq9xDFss7y6tsLhdkx49ODxWX1a+qZft0tz14YowPSvJIvEHiW3AC6uzkcHzo1bNSx+PvEluQHisbkc9UKZ/I1LwtToNV4HqxUelN2ivNo/ildwqxu9DUle8VxjP03Cr9j8VNHuoWlksr+JUIDsIw4X64Of0qHRqLdFqpF9TudtG2ubh+IHheaJZP7VjjVjtHmo6c+nIrVg1/SLn/U6pZv7Cdc/zqOWS6FXRe2Gk2t70JNFJ/q5Eb6MDUo596QyHaad2qTFJRcCOmM3oKnxUZ60ARgMexprKT0FTUhx16fWncCHyyOSapyIAx+tOvNWsLNSZ7uJQBkgNk/kOa5u48ZWMhkWzjkmK/xONq/41WqV2C1fKtzrdJZm02LeMEFh+RNaFZuh3LXmi2dw4AaSIMQo45rSNZA9xaKKKACiiigAooooAKKKKACs+71nS9OnhhvtStLWac4ijnnVGkP+yCefwr5Q/wCF2/EP/oYf/JK3/wDjdUl+LHjZdQuL8a0PtVxEsMkptICSiliFHycDLt09aAPsDUb630rTbrULl9lvbRNNK3oqjJ/QVR0zUdSuIHn1PTVsE2eaiJOZnC4yQ4CABvZS319flC++LnjnUrCaxu9b8y2mTZIn2SBdy+mQgNMtfit4ysriee11SGGa4cvO8dhbqZWJzliI/mPXr60AfVmn+IheWN7qM+n39paQTFIfNtpPNnjCr84i27xliwAxkhc98DI1fxBPceFYZ30iW3ur+WRIre5fyvKRN7ebKxH7seXHuIwSMheTXzdbfF/x3aNcNBrpU3Evmyk2sB3NgDPKccKOBxVaT4n+MptIm0p9aY2U6uskYgiBYOSzfMFzySe/ehq407O57zJeXKx2MUENvdXt3M8KJDcHylKAs5ZyoKqoGTlc8jAORU091cwRWsUVtBc311cG2jiiuP3YcIXbc5UEAIpY5XOMYByK+eLP4g+KLC2tre21PZHbeYY/9HiZgXBDksVyxOTyST+Qp1r8RPFdmrLBqxXdO1wSYI2PmMoQtkrkfKNv0471i6SudCxEj6Aup7iKC0RLeC4vbq4NtFFBcZQyAFmy7KCAqgsSV6DgHjNuGG5hto3uUgDtkHyJC6ZHXBKqT+Qr5vh8eeJYbaC3XUy0UHmlFlhjk5lDCQsWU7iQ7DnPWrEXxI8VW8Yit9QhgiX7scNlAiD6KqACpdHTQpYl31Po37TLC4Kuy8YJU4P51M13q4jL2esyg4yFnRJF/kD+tfNrfEzxe/3tXz/27Rf/ABFIPiT4uClRq5weo+zxf/E01Ca2YOtTe6PSpPjl4k0nVLqwv9O0688hyu9N0WR+BNbdl+0Lpb7Rf6FeQnu0MqyD8jg189XepXl9cyXNzNvlkOWbaBk/QCoPPk/vfoK3TdtTlla+h9YWXxr8EXhCvqM1qT/z827KB+IzXS2fjPwzqKBrTXtNkB6D7Qqn8mINfFXnyf3v0FNMjHrj8hTuI+7o5Yrhd0MiSqe8bBh+lBjbP3X/ACNfC0d5cwnMc8iH/ZYirH9t6qBj+07zH/XZv8adxan295bfecFR71GZ7dMs0sSj/acCvh+TUL2YkyXc75/vSE1IrOygl3OR/eNO4H2u+qabAv73ULND/t3CD+ZqpJrWl4z/AGnYAE8f6VH/APFV8Z/XJ+tISGGCoxRcD7CfxFolqhaXWtNXGf8Al7j/AMa5LVfil4PsXYvqv2uQf8s7SMv+vAr5oKIf/wBVJtA9aOYD1zxD8bLm6tJrXQ9P+yiTH+kTsHkA9lHA/Gvc/Bt88/gLRry4cySfYI3lYkklgnOSe+Qa+M44mlkWKJSXkIVQOSSeAK+uNbu/7K0LTvD8LEzG3RHOMERqAPwyRj8DUSl1LjFydkc7aK7QzTnrPIZMn3OaoauA1pu5AB5rbkISEcDgdKx9WHmW20YFcb3PWjtY6j4VQbNIvp+P3k4Xp6D/AOvXoIrgPhfMDp2oW/8AzznDfmP/AK1d+K6o7I8ur8bCiiiqMyjqk32fTp5O4XH58V5teSQpOzsGBPX0ruPFNwIdPRN2DI/54Ga4RhHKSr459e9duGWlzmrPWxH8k4CCd8dCGNV30sNlkAJ9RipvsrRuSvI7Kf8AGoklCHYwHHXNdS8jD1GJG8Gf3QI7kdasxvC4wX2EjowxUT8KpByCOlMkZGUKw4x69KYieW3OAdoZfUYqg9sWDbfUmpyJYjmNyUx0zjipDdbUIkwd3HIwfWqQmZZkSKOQTReYnHfkGksokFvPdRKFcPiPA+VwOoIPapZikUcgYAhj/EMgVd8OlYtJfZuzIWc7k3Dg88Z56USdhxOe1KOL7ZZwpbfIN83lS4bAPy447ZXirMOnJdSZa1SJB1IGBTomMniy6G4RiGNIsrxg7UY/qxrXKHLICT9aiFrXHO97GcmjxRsxhlKY/iBxzV5INQVFEOp3aYHQXDf41MYQI8k8+gpB5hYnjbim0mCbBLvV4GGzWb8895S386sQ654mecJFqswQdWdEb+lQRu5BYp0H44qaB9oB2FAeBzUOnHsNTl3NSbxNrMGA16nzdCYhmsfVfGHiFpVXT9VjEhX5oPKTfnsRnrn0qW7RLmIEDkVgPbspZdwaMnOD+X8qj2UXqkWqj2bOnPiDUJbUO97KCAA5Y7MHHJ7VC91HOgfz2nQjlmcmsGPfuYKzlT1UjcM7h2PYLmtSKQxpthiiKd8WPX8PWlyqJV3Io6rdGGyf7IDIWIKiNdxI9ABzUUMk8aMLiLypJUDKjffAz39D7e1aDvfugVI5IIurbysKj/vn5qw57iI6rHFEfmcFSQCFJAHTPPesaztTZvho3qxPZvCeR4W03d1MCn863KxvDBX/AIRywCljthCnd1yODWzXGtjWfxMWiiimSFFFFABRRRQAUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFWkb5F+lVasLnYPpTQDt1JuJoAp3FMBKKXIpD0oA1fC8LXPi3R4VGS99CMf8AAxX0jfSG/wDFeozsTiKTyEHoEGD+uT+NeEfCqPzviboC4BAuCSD7KxzXuDSFdQ1WVupu5en+8axqbHRhleTFuTlW74rNu+YyOvFWlmEhIqvefc4rmep6FrG38MZNl5qkHGSEf+Y/rXpVeUfDt/K8U3C5/wBbbnj6EGvVq6ofCjzK6tNi0UUVZkcd423CSzbJ2gPx+VcidvnlXO0joPWu48XQyz2lsIY97BiTyBxj3rjpNLvJOGhz9WH+Nd9CS5Fc5aqfMReY8JXA3oeqt/Sk8y2uRjdtcno9TjT9RVdohyF7Fl/xpG0e5dVV7Zl91df8a25o9zLlfYq3Fq8bEquR2Ix6VVcEk7+OPStMaZqUDBI0yp6KXBH6mm3GnXk0WDAA/TIYf41SnHuJxfYzt7biBhgQOnrQZcoA2CvX5h7Va/si93ZFuen99f8AGq8+kag6FfIPGP41/wAafNHuLll2HBY5LKTCZ3Z4IzjipNFty+mMrBiUaQLk4I46iiLTdSSICMFCexKkdPrV3R7C7jW5Bh2gsc4YYBOegz9KiUl3KjF9jkTHK2u6q8QyVu5AeOwSEf1rb2Op6kcA9KdY6RfxeJ9RJtv3UkxcHevdY+2fY1p3+m3KylkhOSP7w4/WiE0klcc4tu5RaQiFsPnB4x2pB5oRMPknrxTxpeoCIhojs6j5lz1+tTJp96qbvKYkdty/41fNHuRyy7DEV2cfKMYxyKkDHKqVBGP4TU8dpc+SB5DYzyd4z/OrUel+ZtUQupHUbhj+dQ5R7lKLMyV40jAwfzzVCZYyASDnBPNdI2h7wAUYAdBkf41G+gKw5iPHuP8AGkpxXUfLI50QqcFVAUDqBUonMMRQSEH+8TWz/wAIu5P7oHJ7MRgfrVc+E7uSTcxUj/eoc4vqHLLsZawi4wnnkk8t9PSrNtpcM+ox2l6hWznYNHcoRvglAx+KkY/KtFfC08H8Z+gIq1ZaDdy6jb28mFiL7y24E4HJrKo4Si02aU+aMk0dtpWnDTNOitPNMgjz85GCec1oUgGAAO1LXAdTbbuxaKKKACiiigAooooAKKKKAP/Z", "path": "003459.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003460
Men Tshirts
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", "path": "003460.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003461
Men Tshirts
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", "path": "003461.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003462
Men Tshirts
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", "path": "003462.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003463
Men Tshirts
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", "path": "003463.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003464
Men Tshirts
{ "bytes": 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", "path": "003464.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003465
Men Tshirts
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", "path": "003465.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003466
Men Tshirts
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"path": "003466.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003467
Men Tshirts
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cZ79e9d98LNy3eoNj5SqDP4k4rhXQuMDr2r07wDZrZaajZ+eQ72IrnxErQsdOGjed+x6K1rHdQGOQZFcZrfg+Jpi/kg56FeDXaW824DHQVZYpIvrXmKTjseg0up5ZF4FF2/lqJlbtuer9r8N/KcPOoYf7TZruJEaFlkiXcwNWJLtpUARCD3Bqvbye7Dkj0Rh2mjw2CqsSDI9q6C3hxGCarJGSQzdc9KvDOwVne5TZHKdoPeuB8e6Z/a2kSKgzND+8i+vpXdzttHWub1NsKzH+Grpy5ZXRLXMmmeBRZaQDnjkg9q9c+B+rLY+L5bB2xHfQFVyeC6fMP0zXnOqRwx6tceTjG7nHTNS6Nfy6XqtrfwNtltpVkUg+hzXsRd1c8iUeVtH2apzS1WtbhLu1guY/9XLGsi/RgCKs0yQooooAKKKKACiiigAooooAKO1FHagAooooAKKKKACiimlsGgA7UhPHNZOo+ItP00FZp1Mg/wCWanLVxupeM766YragW8fT1Y/4VzVcVTp7vU7MPgK9f4Vp3O/utRtbKIyXEyRqO7GuQ1Xx0OY9Oj3H/nq44/AVxk88txJvmleR/V2zUXc+teZVzCctI6Hu4bJKcNaruye+1G7v5N9zcPIeSATgD8KoyD5eTgVKB+8/Cmuu5OK4HOTd2z26VOMFyxVhkTjOAeKnBKurqfmXoapEmNifSrcTh1GTSTs7oupBSjZm9YXKzqoOA47VLMkrMU8vqfvA9KxI3MTh1zx6Vt2OopLhJCNx7muyFRSPn6+FlTeiuhQt1bkFGD46pV+G+ikTDRsr+hFOIVuOnsadHEqnNaHI2uoJliCylfakkPYVZQLjA61SJLSle9PoSinc4VGY9AK5u4H2iQMemeldFqWfKZR071z8a5JPbtWVWXLE7sHT55X7D+B36UqOFbPtQeKhLAmuI91K6saFpr2paerLa3TBGBAD/MFPqK4PxJZa5dSPdT3Uuo5O4uxyy/8AAf8ACurPK/jxTlHOa7cNjqlF90ebisroV1tZnkZb5u/HHPWpraeS2njnhbbJGwKmvQdU8OWOqZdk8mfH+tQYP4jvXG6j4c1HSwzvH58A/wCW0YJH4+le/Qx1KurN2Z8zictr4Z3tddz1Pw3r0WsWMcoYLIPldfQ1qyynO1WIYnj3rxPR9YuNHvluYSSP+WkXQOP8a9j0HWbTWLZJ4X3Z4Ixyp9D6GuPE4dwd1sXQrpqz3NBbqSIjzYjsJwT6VoJJbsm9GBBqIIpHy46/nSx2qBtxGPpXI0buwqYds9qe+KkEWBnioiMnvTSEUbkE59Kwr0iRSucDufSt6+/dxMe5rz3xTrH2HTjaxN/pNwCOOdqdz+Na0qbnJRRM58kW2cfrF0t5qErKf3anbH9KorjIBHFJ2AB/Ok3gMfSvehFRVkePOXM7s9I8A/EOPwtZT2N9BJNasTIhj+8r9x9DxXL/ABH8ZT+L9Vt53tHtIIIykUTMG6nJbI45wKwVc5weRQkgEZikUPFn7jdvp6VE6d9UEZWMYjv6V3/gbV0dRYTELIn3M9xXKNpiygvaSZPXypDz+B71RDXFjdK674pozkZGCDXJWouUbM6KNXklc+g7Z9ow34VoQbW9q868K+OIL8JaX7LDdgYDE4WT6ehr0G3dX4BGa8mcHB2Z6cZqWqLJVT90YFJ5ajk1LsPTPWo3RmOMjFZNFXGnZn5KkGQnNNSBV5H3vWifKkAmmkK5UunyDiuE8W6sthYS7Ww5+VB6muw1CdRGxLAIBlm7ACvEPEer/wBr6nJIhPkKSsQPf1P410YenzSuZ1qnJHzMliWJPckk+5NSRjjjrUQ9aTzgh616iPMPU/Cnxk1Dw7Dbafqtv9t0+ICNXU4ljA6D0YYr2/w54u0TxTaefpV8k396M8Oh9Cp5r5Ae5WVCGAJPNFjfXNhdpc2lxLBMhyrxuVI/GgR9uA80teA+Evjbd2wS28QxG7hAA+0xDEi/7y9/qMV7LonibR/EVsJ9Kvorhe6qfmX6r1FAGzRTQc9qdQAUUUUAFFFFABR2oo7UAFFFFADe1H4UE4Fcvr/ipNNJt7YLJP3JPCfX3rOpVjTjzSNaNCdaXJBXZv3eoW9jEZLmRY1HcmuD1/xfJeEwWDNFD/E/QsPb0rn73Urq+l8y4mZ27A9B9BVTIzkV4+Ix0p6Q0R9LgsnhTtOrq/wHMd3zEksepPU038aKTvXnXZ7iilsFHSngZNDAUDuRE4dD709RximOpxx1HIp8ZDAH1oBjWhUrgjNRCFkPynAqeSaOL70ig+nU1Xe5mORBbnP96Q7R+XWhJsE2SG4S2iMkzBUHGTVdZnumWUoyR9Vjzg/U+9RrZyPN9onlaSVR8uRhV+g/rVzb8gJH41dktgsr6kw1C6BAWZxj3rqtJm+16esrPl1OGrhnLFwucc54re0K78uSS3J4kGR9a1pzaepxY7DJ0+aK1R0FtKZLuT+6oxUksQwXHDY61HaoEJb+Jj3qrrOrLYxiKLmdhkD+6PWuq6Ubs8OFOVSfLHcxtZvzaxurP0HzH0Fcg3jOzhk2Na3JQHG8KP5ZrRu5orq4NtJIXmOHcDnj3/wqJrNZMhkUg/7Irm54t3kj6GhheSnaL1LllqlpqVuZbWUOo4YHhl+o7VYjAGc96xoNMFndi4t0+8NsiDjcv/1q10njx8zbSf73FYzSv7uxuk4rUcw+Xj1pwzimNKhXCspPtzTwM1A0LQGIPWjFGKabTuS0nuZOoeG9OvyZFj+zzHq8Qxn6r0NYD6frHhe5/tDT5N6qeWj5BHo6+ldrSnBBDc546V30MwqQ92WqPKxWV06vvR0ZFp/xJ0aWKH7X51vcMo3hY9yZ/wBk+ld9GrFQTyCAQR0NeH+IfDUlo0l/YoWtjzLEPvR+pA9P5V6Z4J1s6n4RtSz7prcfZ5Cep2j5T/3ziu+rGlKmqlM8G1WnUdOaOmVhuYZ6VFJ8hLDP0pLccMSOtYXi/wATweHtNbYyPfSjEMXX/gR9h+tZU4ObsipyUFdlLxL4osdJjZZm33B4SBD8x9z6CvJL+8m1C8kupj88hzgdFHpVG91GRrozXBkmklyzP1Oc9TSQ3sEvAkGfQ8GvYw9CFL1PMrVpVPQe554pqjPelcHNKF4zXUYCqMNgdDTQcr+NOBxzUS8Y5oAlUlSCD0qz5iXEYjuEDjtnqPoaqg07NJpPcLkE2lnl7VvMUc+X/Ev+NaWkeN9W0TbG0v2iFekU3UfQ9R+NVgxHIJB9qdKkN2f9IUByMCZRhh+Peuarh4yRrCrKOx6ppPxJ0K9sYpby5WwuCcPDLnj3zjpXS6brFjq1ubjT7uK4iDbSyHgH0r50lsp4GZXwACcMTwfpXdfCjVxa6vd2EjApdR+Yv++vX8wa82thlFNo7aVdydmewkkKGzwapXyu5GzGO+ak8/zSAPuiuF+I3jNdGtW0qzkH26dMSOP+WSH/ANmNclODm7I6ZS5FdnP/ABA8XQuW0axnUp0uZEPX0TP864AFWGVIP0qi2ZCWI4pqoVOUJU+3SvVpwUFZHm1Jubuy3I/YVXYFuacGJ4fr607gDFWQNjTB6mpvbtUY4p2fagB+SOc8+uKvWWo3NjdJdWlzLbXCHKyxOVYfj3/Gs/OacKAPZ/CPxuurUx2niaL7RF0+2Qj5wP8AaXv+H5V7TpOt6drlkt5pl5FcwNyGjbOPY+lfGIb0PHpWjpGt6jod4LvS72a1n7tG2N3sR0P40AfZwNLXlvw5+KUXiNF0zWpIoNV6RyAbUuPp6N7flXqANADqKKKACjtRR2oASjNFQzSpBC8rnCoNxPoKTdkCVznfFPiE6cv2WA/v5F3Fv7q15y8jSOzMSWJySe5q3rWovqepS3LHgnCfTtVRBXz2KrupN9j7TLsJGhSTtq9xNvFG2nAUGuQ9G43HtSYpxPy8U2gaE3YoJzSZx1FKOe2KBgeuajEXGNxxnOAalNAGaAuRrEqE4HJ71IEHWlAxTwTQS2MKio8fKamNMAySKENMjCqedozSxObe5jmHBU5FJyvNIxDLVX1G1zKx091qq21sJkwXdfkHua467uLq6ndInG9j+8nPY+g/zxUs0sjhYQ5yBjd/cHt706GFVQIowq9BWsp8xz4bCxpXb3IrSyit0xGMk8lj1Jq2sY9BTwtPx61i3c3chgQHqOKNtOxQRSFcZgZ4pcUtFAXAClI96BTsD0oFcZR3p2OKULx60BcQEj+mateHrWzsLu5MH7pbrBaIfd3juPTIJyP5VVK4oDFTkcVrSrShojlxGGhWWq1NHxV4rh8NaeBGqy302RDGeQuP4m9h+prw/UdUmurqSe4le5upWy7Ockn39B6Cup+IFnObyDUU3MJl8qR2P+rKjjHpkfr9a46KEL069ye9fUYJRdNSj1PjMapwquEug1ElfLy4yemOwpHtlblhz696t7B+NOCiu7lOLmK0ReL5WBZfXvVlZFYDmlC96YY19BihKwXBztQ9cmmAZ70bAGzyadx6UCFXilzzSDrjvQM55pgPpwpoBpQpoHcn/czx+TcJlB0I6r9KTSVm0LxJp10W3QecFEq9CG4OfTqKi+7jmrENztBVxvjY5KmsqtJTVi4TcXc9P8V+KofC+jFo3VtSnBEEeMgern2H6mvCbi4mvbqW5uJGklkbczsckmtHxHNd3WsyTXUjSeYAyHsFxwB6YrNArgp0VSVjoq1XUYBRil20vWitTITFBpaQ49KAClFNozQA6lzTM0uaAH0oNNzRmmMnikaN1dWIYHIKnBB9eP6V7J4D+MMtqI9O8RStNbgBUuwMun+9/eX3614sDUqOVORSEfa1vcw3cEc8EiyxSKGR1OQwPcVPXz78H/HM9lqkXh68cvZ3bYgLH/UydgPY+lfQIPNAC0dqKO1ADe1cv4z1I2umfZkPzz8HHZR1rpyeK8t8V3/2zWpMNlIvkX8Ov65rjxtXkpep6GWUPbYhX2WpgOOffvUkRBFR47URnaxA+or59n21tCwOppppR69aaTQQtxCKQjjmjJxxSgUikNxn6U8DFGOOKeRigGyI80oBp2KMGgLgKUUDiigkDSJjNB6Uhz2JFAyOTvVUMVBP4Y9TVmXcucmqc4bKAKSBzx61S1NY7FqGBjksAcnJ9zU4QDoKIh+7XJ5xUi49KGZSbADjpSHNOpKkm4hpKU0YoGJ14ox+dBGOaXvQO4g45paXA9KQ8UCuHSnKw70wGlx+VAMd1ph604Uxz2oBEN/ZpqmmzWUmMSD5SezdQfzxXlksD20rwyoVkjJRh7g816wrEEVyPjTTxFeR38S/JPw+OzDj9R/KvbyjEWk6b6nzueYW8VVj0OUAOKOKd9eKAATX0R8qJijA9KXaQeBSZ56UDGMMUlSEZFNX3zQAmATxS/SlPUigdBQA9QD1pRimZ5wKUn5uaAFYZ6CmLy3FPOSMd6YODx0pDQ/UIBd6czBQZIfm+o71gdRxXTWcgVwDyvQ59KwtRtPsd9JEPu/eU+oPSuetHqaQfQqnoeaQUpPrSHjoawLDNJ3oooATmgUHr0oHFABmlBpD1pQKAHA+tKDzTM4OBS0APJxS7sYpm4Z54oz1oGW7O4e1uI5omKyIwdWB6EdK+u/COvReJPDVnqaMN8qYlX+7IOGH58/jXx6h6V7L8DvEht9TuNAnf5LlTLAD/wA9FHI/Ff5UAe+UdqSl7UCKl/N9nsppeBsQn9K8ancyTFmPLHJ+teo+LJ/J0C4GcF8IPxNeVsQTn3rxsxl7yifSZFT92UxM0fdZW98Udc0hGVIHXrXmH0Y9GI3Lnoaa7fM31pm8hg3tg0kjjBNA0tSSIjDMfwpQ+Tx+dRRgeWCTxTkIB4oFYsqOKVuTTVPFKpzzSMx2OKTFOpOtAriUAGlxTgD6UBcYfekApzEdM0mMDJoC5DP80gFPiUBMkDk00jdP/wABzU0Y/dgCmU3pYa0IHKinLQzn/wCtSg8dKGTd2FxgUntQT7UvfoKQhu00U7A9aMUANxu70Gnc+1IaAuGeKQ8DNJjmg/WgYmc0A84phbHFJF8zHnpQVbQmY4T3qJug9aXdvO7t2ob3oBaDB1qvrVn9u0O4iAy6L5if7wqx3qaAjcAeQeK3oTcKikjDF0lVpSizyfIwPfmgkA89KsX9v9l1G4tyP9XIwH0zVfgDivtIS5opn55UjyyaYYyOKTFL05p2OPerIG4xTMA9eBUnQe9RSHFIaDgMBnrTXOwnPSlJ+6TjrUMpLO6n0zSbGkTAgMCO9Ozlj7VWibMSGpgflPoOTQmFhytg47nmkxgZ9aYuWZiepOKlIwKAHxnDDFN1qITWMVwOTEdpPsaaDg1cRPtFnPCf404+oqZq8WhrR3OWNNIxS5xxjnvSVxGwUmaWkoAWkxxS0UAJRmikJ5oAM45pwPPSo25FOXgZoAd0NKPemg5x70/HSgB4rW0HVJtH1i0v7c4kt5VkHvg1kCpYzhs0DPtSxu4tQsbe9hOYp41kQ+xGR/OrNeffB7VTqXgSCB3BkspWhP8Au/eX+f6V6F2oEcn45k26Sif33H6AmvNiTnmvQfH0gFnbR9y5P6f/AF689PWvBx7vVPrcljbD3FHBB7Uo4bafqDTWHBpT8yAjqK4D2yNuSymq0jtG4LfdPyt/Q1Zk+bDgcjrVeYBgcjIIwfcU0XEa9wyQRqvLk4Ht71YtwFUBiSayS5WWJHPMbdfVT3rUiJZ88Yq2rEyLo+7jtTl5bio1bjBNORvm4qDJk5o7U3OWpxOaRmJjjvR0HegDNIaBidaXj1pMGk6GmMCCZmIHYU8ZHQU0LyWyeadx6mmA1vm9QaF6c0pPfNJ9aQDs5NKBxzSKKdn1pCYuBSGj9KTP0oEIR603tTjxUZNMpC55pkmaRjxTM+tBaiIkgJI6kU3JOVHG48/Sq7SbbrA4wMmnQvv57sf0p2NeUuqMDgUppgb0pc5GB2qTOwhp6NzTDSrwaLg1dHDeLIfL8QzMOkgV/wBKxSOPeul8aqV1SB8feh/kTXM47819pg5c1CL8j87x0eXETXmLn1pSwNNzikOOtdJyDicCom5GTTs8UzdigYnUD1FQv8sqk9xg1JvGelMkwwz6UmUhkXyoAexIqfI2gdh1+tQRtlCx9TTk6AHp1P1pIGTxrjBNP6nrTFangjBPpTEJjmrlmwEq1T7VPbsRID70Azn7tPLvJkxjDsMfjUNXdXQLqlxz1bP6VSrhluboKO1FLjikAlFFJQAU33pxpuRigBpxSk/KBTT0pV6gGgCVacKatO6mgBQakQ1HTlNAz274B3+L3VrAtw0aTAe4JX+TCvdO1fNfwTufJ8exRE4E9vIn14Df0r6T7UCOD8fyAzWkQ+8AzfyFcMec11XjeUvrgjycJEuPxJrlB1xXzuMlesz7TKocuGiPQ70x3FIp2sQeAaFOyX2NSSID9RyK5D0/Iidedw/GoJUyCB6ZH1qyPfvUMynBx1HSguLMe8jMsLbceagJA9fUGpNFnmnsw8qsu1ioLjG4etFzJgeYpAI6/wCNRafc3cjYukK4JAPYjsa3WsBTXvI3Nx6VKpCjjrVVXGOuamjOfpWJLRZTpz1p4qMHC0oPOQaRkx+QDSbuKCR360zPOKASHUAUlOB54oACcDvSZFBPqKQY9aYBx3o70HilAyKAFU880ppvTtml/CgVgz6mgn3pjHFGc0DsKelRsacSfWmNxQVEaxqJpAOtOPWsXW9RNr5SRRl2ZsHBwFHvTjFydkaXSV2S3Nzi8aKP55CBkDsKuQAhRk5Pr61mWu8/NIN0jckDtWvDGcAnr6VU9NDRbXJlJ+hqUDaBn8KaoAHFPC9zWZkxvQmlU4IoJzSDk0C6HLeOB/pNk3rEw/WuUzx3rsvG8ebWxl9GZT+QrjDx9K+vy6V8PE+BzSNsTIOvWgkUg60hPNdx54E4qMnNOaoz+NJjSEIFNZscUp9arSyc4B5qWxpCgk4QdOpqwpAXAqtGD0qwo4pRGyUHinL90DvUajJ9hU0YzljVoTFx2qWLh6j6/N+VPhPzihiMzW126rIfVVP6Vn1o68f+Jqf9xf5VmE1xS+Jmy2HUUmaM1IwpM0tFADSaaacaaTQA088dqUH5vrUYOSTUi+poAkUU8UynDmgB4xThgVHntUgGKAO5+E8vl/ETSCOQ0jL+aNX1RXyZ8NZTH8QdEYd7pV/A5H9a+s+1A2eReJ5zNr92xH3XC/kBWLnIPFWtRl83ULh253SMc/jVZewr5erK82z77Cw5KMY+QpG5B69qmU7k9+hqNeMj06Uq5VvrWR0MH4JqB2xznNWD1qtJxkdqComRqACh84ww/nVmJWt41RwXCqBkdaq3nzzwRn+KVRWid2SfWtW9EVu2CSqwGM/iKsxtxxVZVZz0H1NWAuFAFQyGiwp3LUgxt571XHTNPB96klxJWx6Ug9KbuyfalPPQ0E2FGe4p6+tRg8U4fdxmgQ45/Ck6UoakOSeKYgope1ID2oAU9KQ4x3o6Gg9aAGnrgUhJB4xQx56UnFBdhpbHWms1D8c0zrQUokTyKuSTgVh6uRPbllGFDAk45PNbckQPvVG+QfZnUjqMVcHZlte6JagAAAYrVixt4rIsSWiQ55xg/hWtEe1TPcb2LKqMcUp5PtTVNOqDEYetIOv40HrRmmUZPi6HzfD4fqYpVP0zkf4VwBPHNem6pF9p0W8hx1iJH1HP9K8zK5Xivp8onek49j4vPKXLX5u5HyOTSEnNByRjoKb0716p4oE00nFKemajcmkxoHbgmqS/6w5OSamd2IwKhx++rOTuUixEOas4wMAdagjFTryRVolj0UNgdhUpGTtHQUIoGPSlJCjI/CqFcRjltvpT4/vUwD5ST1PJpyHmgDP18f6dG2MZiFZZNbGvrkWkgzypX8axa46itJmsdhaKKWoKCjNFJmgAJqKQ4FPao2oAEFTDgVGvQVKvIoAUe1OA4poODzTgaAF7UoOaSjpQB0Xgyf7P4w0eX+5ew8/8DFfYXrXxRp8xt7yGcHBjkV/yOa+04pVlhSRfuuoYfQ0AeGyNuk+vNCdKaxJfkH8KeoHY18pI/RoqyHjrnvT8fLTVFP7VIMibiq8x4qxJzVWY4U0GkDGm+bVbZR2Yt+VbYBA6Z96xFIbWYj/dUj863QQV61pPZCW7EUnPapRzwcVEMCpU56VAmKByeaUYHekHrSjrQIkHI7UmKUDFKaRAnAp2c9hSAUuKBMKCfXNH86UA96Yg7dKM4oo7c0DEJOM0m4nnrSijgUgGkDrSYFLxQeKCkQv6CojkVM3WmEZoNYkLM2OBmqd2GKqD/e6VeYYqtIgZ8ntVRdncqxUsPlZh/tH+da8fasq3QK3A6nNacfTmnPcOhZFOxxTFqXHFZmLIjgU2pG61GaZSHxgP8p6MCp/EYry25Qw3MsRGNjlfyr1BTXBeKbMW2uSlGG2YeYAO2a9vJ6lpOB81xBSvGMzFIB703pTu3SmnAFfQnyow9KawzTs0hpDIWAqs3Eoq0/Sqp5kHFZspFmOrCdqroPzqwlWiWTjI4pQu4/7IoQe9OJ2qelWIaxoBwaOvQU5YyeScUARarH52lBx1ifd+B4rnsV1N1CJNLukH3tm4fhXLiuSsrSNIPQKWikrIsKSndqbQAhpjDinGmt0oAE6VLUUfSpaAHU4CkXmn4oASgUuKQ0DJYvvYr7E8JXg1Dwho90DkyWcRY++0A/qK+OkOCD3r6f8Ag7qq6h4Bt7feDLZSPA655AzuX9D+lAHGsit14I7ikAK980gfaPmFLkHvXyh+jIepHckfWn4yOKZnPv8AWl47ZB9qklkcnFUrhsLV9lJ4zVG6iIjJyKa3NYMwlBa8dgSCCMH3rXt3OwAjNZlsNzSMcffwK04RgDHINbTIW5bXnnFTAYWmJwtPycVgMVadikGPegetAiQcCjNA6ZpDyOelBI9evSl6HmmqcdDS55zQTYcDzSE89aTIzRigLCk8Uv3eDTaCSaYCbgaWm4PelyPWgBDx6VG9PIzTHAoLiMyKQ4pV5NBpGiIzwKry5xVhjUEnKmqhuNvRmXptw0kkqMN3lyFR9K206dCK5XSpgutXURONzlhn1rrozlQRXXjKXs5+TOHA4j2tK/VNoehHrUu9SO9R84pwPY1xnSwIJ6CjywTyTQTilDUhXHhFzwK4jxvHt1aKQdHhGPwNdvkjtXKeOlXyrJtylhuUgHnFellbaro8TOkpUHqcXmoyOetObrmkPQV9UfHCGkpSMUhNIZC9NijElxGrEhSeSPSlbk1Lbph3cfwoTWbKCKNdvJJ9DVhY1z1OPrVe3cNGpz1AIqwrVpHVEO6ZKFQdqcAM4wKj3AHJOPrVq2tLm7IW2t5pj/0zQmqbSBJsi74p6jJretvBevXOC1l5Cn+KZgP0rZtPAccYze3Jc90j4H51hPE04dTaGGqT6HGL/q5Aw4KkH8q5AY/SvXfFGkWNh4W1FrWEIxQHdnJ615HWDrKrqipUnT0YUtJQKkQUneiloAaaaR69KdQaAGJ9/FSitKy0KS58KahryudlncxW7JjqHBO78CB+dZw+lAEgFP20wEgU4HjmgAx70bSTRTwOBz+VAwC+9ey/APUBFq+q6eTzPbpMv1Q4I/8AH/0rxsDJ4ruPhPfvY/EPS9p4nZ4W9wyn+oFAHcLYFLyS3aR0ZJGUgHPIJFXToNy6AwlJPbODUtwA2vXjKM5uJMn8TW9acYA7CvInRhJ6o9+GMq04rlZyU2n3dqf3kEi++3j9KrlvcV6MrHYQTx79Kp3FpZy/6y2iJPouKxlg10Z1U81ltNHCFiOtVLxx5LZOOPSuzuNE085KK0f+61cf4mgFnbH7NI+Tx8wBrB4aS6noUsfTnok7mNaR/ICO5JrUgUAZqpZxFLdCTnA61oR9BzxUTZ2rYmABAIpQCacMYFJn0rEYoBz1p23B68U0c0/BxQSxQB2pQ3bFIAcUDg+9BIp4HFGc0H2pBQAuKM+lOA9aNuO1ACc8UuMjNNNLk4wKYg60YGaUGkPNAIQ5yKjfmpOfSomoKW41RzQaUHFNOKRY0jiq8lTMaiYZYVUNwlscLcStba1LInVJa7+0hnuIEljRiGAPy8157qoA1S5wcfP/AEr0bwXemTTYsMMgYPNfQY2ip0oTPksBi5Ua1SC7ky2d23Cwyn/gNWotG1GU8Wzj/e4rrbeXp/jVqNg2c150cJHqzuqZpUWiRykfhu7OPMeKP2zk086IsRHmSsx9uK6WRgMnvWfcE5Geav2EI7I5nja092YzWdvGD8n4mvOvHsSprELLgb4BwO2DXpFzx16Zrz3x+uZ7OQDnayn867sDpVODGtyp6s4wg4zimE09s7cZph969pnjoCaaaXtSE0ihuKePktrk5/5Zn+VCCiT/AI87j/rl/WolsC3N/wADWVjqNvLDeQiQq/BPHH+c16ZZ+CPDj4LaeD/wM4ryfwHdeVq0kOeHXNe36dIWQY9K8ypOSlozvpRjKJNaeF9As+YdJtg3qybv51pGOOBQsMaIP9hQBQj8ZIpXOVzWMpN7s2jFJ6FK5YkHnB9aypycc8HrWpcDJ5rKus7W9QetZs3RzPjAbvCuoe8Wa8UxyK908RRh9B1BGwf3DfyrwtOg+lddDY4cT8QtFFIa3OYKWkoGaADvQw+X60YpTzxQB7J8NtGTVPgv4viZQzSyOyjH8SRqw/UV43H90Z9Oa+jPgPbJN8PL+OTJWe8lV8ehUCvP5PhnZrr1/ZG/mRILhkUbATjNTKSjuVGLk7I84H0py/NwBk+gr2/S/hV4cgKvc/aLs/8ATR8D8hXY2Hh3RNOAFnpNpFjuIwx/M1m6y6GiovqfO2n+GNc1TH2PS7iRT/EU2r+ZrorT4X61JzdvBbD03bj+le6yr8m3nbjp2rMueR+NYTry6HRTw8Op5xa/DrT4MG4mknYdjwK9I+H3hfRLVJruPT4PtUUo2SFcsnHasiXO9snpXV+B2wl6nYFD/P8AwoozlKepdenGNPRHJ2Z8+aSXPLuzE/WuituFGBxXPaVE21TgkKK6GFsr7eo6Vit7msuxMz5HJPHtVOW5w3B5p88uFIJrOml5UADB70myoxLEkpaMlq5TVoxdRXrk8W8O8D/aJwK6Wfi3zWC0Yk0TVpurNcww/h1NQ9b3Oug+Vq3VpGWkeyBF74qVcoBxT2X5ev0oxmvLbufSjlYn6U7ApoXjil2j1pAPUd+lPpqcDml5B68UiGOxmgUmaUdOlAgozQaKAHAZoYULQfegQhFKBSA4oLZoABSGgHmlPSgENqN6kOBUTZPSgtAMYph4pQPWkYY70FjGORik4FDYpo756VUdwfwnA6v/AMha4x/e/pXReB73ZPJbMep3Cud1fA1a6H+3/SjS7prLUILhTgBsN9K+wlT9phlHyPz72ns8W35nudpcBkB3dK0I5MnrgGuUsbgsgZTwa2YZ9+Oa8VO2h6lSHVGs5yOapTYyc1Msh2560yUccDOevtTbMUjGvgVziuD8bgNZ20ncOR+YrvbzIIJBx61xHjNN2jo46JKP1rfCO1VEYlXpM4B8duKi71M4HFRHrXuHjIToaTBpSBSryaQDgMCoLk4tZ/8AdA/8eFWTyozVS65tZSOhI/mKipsOO4eHrn7Jrds/QFtp/Gve9ImDQr9K+dEYowYcFTkV7Z4X1QXOnQTA53IPz715tZdTuw73R3qNmMZPSp2PyisqG5DflV1JgwFczOpEc3IzWZcDIJ7VpyjOM1RuPukH8KlmiMDVU86xu4gOXiYc/SvBgMYB7cV71fA+XNwfuED8q8HcbZHU9mP866qGxxYrdCU006kNdByjRT+1Npc0ABNA60UL1oA+m/gTAYvhysmP9bdSsPfnH9Kr+J7b7B44nfGEukWUZ9eh/UVs/ByEw/DDScj/AFm9/wACxxS/EezItrLU1HNvJ5bn/Zb/AOvWdVXia0XaZFZyDapzV+Jq57TrsNEoPHpWxFKu7rXHc7WieX2NZ1wOSBWgTkcc1TlwMnHf9azkXExrgYkY+uK6TwMQ0t9j+6n/ALNXOX2VY4rc8COft92nrEDj8aug/fDEfw2ZVgp2KoUYA6ntWwFAX1yOpNYdiQIgDuBx69a1UYleWyMc1mnYbV2RXHQk4qlG4mkTjgdauTruHHHFZkLhLlge/wClK5tFXRNeSkrxwBWNDMDoNyo/j1H/ANBWte+IEDEdMfnXKabcmSKeAgbUuWf8xis5ytGTOzDU+acfJlsjK+mKQdKewwMCmjp0rzD6AVaUjNKOnNHFAmOUehpc7jimil6UEiinE54pAKTNACmgcUD8KXigQo4oPPNGc0nI+lAgyPY0opvfpS5xQMKTPNKOaQ8UANY0w0801uKC0R9+tNY049aYetBY3nHtRj5T0oPejHy1UdyX8JwOr4/ta6x/f/pVMHJxmrerHOrXP+//AEqp9BX2tH+GvQ/NsQ/30n5np/huf7Tp0DH+4B+Nb6nY+BXGeDZybEL3RiMV1kzN8j9MnnFeHXjy1Gj3qT5qcX5GpBOM4JFXCQRnrXO2bu87Dtmt2PATABz71miakeVlO6+8c4Ke9cr4ktBc6PdKgBwu8Ae1dfPEhU8H3FYl9GohlVslSpB46DFXSlyzTImuaDR40wyAc1EetSykB3AyRuIFQ9a+hvoeCBp6LmmVKgJoQAzBRn0qrdDFlJ/wH+dWJfukfhUc6A6fcHHTac/jUVNUOJkV6H8ProvaSwEn92+R9DXno/Suu8BTbNTnjz95AcfQ1w1F7rOqk7TR61C5XHWtSCdSACKyA37oNT1uQjKuRXCz0Ebm4Ed6qXSApgn86kt5t69PxplxhlOQfyqWikYdwpD4JwDxnrXhOoRmHUrqNiCVmcHHrk179cAE9OleI+K7YWvia+jHALB+nqK6cO90cmKWzMekNLTe9dRxhSmkpTQAClAO4GkFKOo+tAH1p8J/+SY6H/1w/qa6LW7BdT0a7tHGfMjIH1HIrl/g+7P8LtG3HJCOPyc13NJgnZniemSusYVjyOG+o4rftrgZAY5rIaH7P4g1K2PGy4fAPpmrIYJJgGvOloz1Yu6RvpIGXg9KbMMrVC1uhkruq+xyuQBg/jUtjsZF8rBjWr4HcDWJ1PVoCPyIrOugNzc/SpPDEwt/EkLMcCUFT+IOKqi7TQVlemynYoQAeDnp3rUIHG773ZRWTpbsYlC81sAlFAyoX0HJrMp7kcjZXBG2sq5GJN4Na7oWBUZOeuazrlOT7VMjWnuVbyUG0cE9VrmNEUbJpO7ymtjUyyW747LWZooH9nqe5Zj+tc9Z+4erg4++X2GBSDpTm6U0CuI9YcBkUvfHFJ36Uc9qBC49KXPtSnGOtNANAhwJPejjn1pKOfWgQtLmjBowaBCilI9qaM5pxNACYpdvGaQE+lBPsaBAM0EdzSnIFJ2oGhoAJ6VG/WpTio3oKjuRGmkU48Cmk80GiGHJ4px7CmnOetKScgZ71cPiIqP3Wefaln+0rkj/AJ6Gq2Pzqa+3C+uM8/vG/nUIOCa+2paQSPzSu71JPzOu8GTeWJ1KkgMDXb3cy/ZlIIyRwK4XwYB/pLE8ZFdUhM0yg9O1eLjP4zPfwSvRjc0dNjZAATyec1sCQlOOSKq2sXyDI5xxUzRjkA4P1rnQ5u7GtPglZFOR3rH1JyLW4OQfkb+VakjkoUJ3HHSsTVCVsrkDBXym/lV017yM5aRbPIH7/WoulSNjnimYHWvoVseCAFTqMCoh7VKThaaJZC5+YD3pXGbC5X/Z/kKaeX/CpBzayr3ZG/lUS2ZaMPnBrofBjbfEKL03IRXPA9q2vCu4+I7YL3DZ/KuGWzN4fEj2qJAbY7vTFVIyJbsL2TApFu2gtih5Y8D2qXT4Cfn4yTk1wvQ9JO5uQDam4HFSscj1zVdW2HnIHamkktuRwD3WpZRVu0GSOh61434+wPFDnjPlLk+tew3LFnyR82MfWvFfGsxm8V3fGAmF/StsOtTnxPwmDSGig12HCFGeKbmloAM05eoptPAoA+rfg5/yS7SPo/8A6Ga7s1xnwqi8n4ZaEuAN1uH/ADOf612fagDyXxBF5HjbUAp+/skx7kVWusxsrsf4TmtHxu/2Xxir7QRLbqT+BxWJqtwrokaNlm6kVwVV77PUoy9xFjS9ztuJBBOR7V0SElcEDPtWFpkZiiAxnaK1fM3L8rYasWaNaiXKoV6YI+9Wfakx6vZyICCJl/n/APXq680mwiVPY+9VbCIzaxaIDkNMhx9DRD4kOXwsq6UV2A72C+nrW9Gy7QBwD2NYem7TGvoR2raiIwOcfzpCkSSNhOvGcY71RuVJ/GtBsSAAAYFVJ8ZJznHFKRdN6nMay5W1fnBxmqOkKy6bFu6nLfgTVvX+LWT8apaHMZtMiY9QCv5VzVv4Z7GD/ifIvsPloTGKG/OlBwOlcR6oZ59KXHpSAgnFPxjigkT2pQMUn0pVoEwoGaU4AzSCgBfpSGjoKO1AAOvFOpBS496BBRxRzmlxTEJRSN1o5xSGHFRv0qSo3oKW5EcYpjHmnEc0xjgUzQbnmm7uaCcjpSYy2MVcPiJn8JwN+Majc/8AXQ1X5U1Y1Ef8TO6/66GqxFfa0fgR+aYj+LL1Or8J7hb3DdiwArsNPjJbP+1xXMeGovL01M/ekkJ/CuzskAQLjvmvDxT5qzPoMMuWhG5qxDaB2B/SpycYLckdDjrTAR5ecfe7Um8bSB29e1Ymb1ZSvXwxdiRXP6rPt0+7Yk8QsD7cVsXsropby9y9yDzXLeJZ/L0S4YNky4T61rQV6iRFV2ptnnI6c03HPSpNoxxTcGvoDwwSnHpSgYApr0C6kXcmpUOAR/sN/KoxyKfnnj+6ah7FdTEXnFb3hHjxHASOiMf0rBXoB7Cuk8GRltYkk7JEf1NcMtjeC95HoqsZZ8DtzXR2UICgZw1YOnRFpS5HauogjwoIOPY1wyPSiTbCRwwYe9QTKIuQBz2HerPLLkcN3HrVO5kKjp0qWUUbkgsMHIz1FeG+IyT4l1Esc/viOfavZ5pd0ozjnnivFNbdZddv3Qkq07YJrpw6OXFPZGfSGl9aaa6TjAUtNFOoAKd0U/SmjrT1HY0AfYngCNIfAOgpH937DF/6DXSVyfwzJf4b6AzEkmzTn8K6ygDyf4hS48VAf3bdcfnXNWQa4nDnk9q1/iPKG8YyKOqwIDVLRofkUmuGs/eZ6VD4EdDbRkIBg9e1SmJWDDOCOtOgA2gHIOeKmY7euMnv61zm1yk7kAg59DmjQE3eJLRWPyiQkfkTVe6dEcjccH0NSeFds/ii1xnGWP5KaukveFVfuMztKdQNqjHpW/AATgkYH61y+ldQynkDjNdNbMBjjn+tR1KkWn5AHT2FUZ8LuY9qtklkP1wT/OqV4wVcDoaUtghucn4gfFnKw9DVHwwxbSFz/fb+dS+JJdljMfaoPDwKWBjz0Ofzrnrfwz2cF8ZssPlNHSk5PBpRjGK4T1gU81J1HWmDFLux0oJYvJpw46imbs07NBIhz3oo4pQfagBOtLSZOKM80DF60pwRTe/WnHigQnelYk9BgUgpetADR1pTijI6Uc0AHPtUT5FSVGwxQUiM9KYec0/tTepoLImHvSAHtUrDimhcCqi9RS2PPtU+XVLkY/jNVuv5Vb1cMNWuQ3B3/wBKqwjfKierAfrX2tJ/uk/I/N6y/fyXmeg6LCFSzi7KmTXWWiEqwGOuK57R0xcIpHRcCuohXDZxgHgivAm7zbPoH7sFHyLCsfKDVE/3Q3fpUj8KBnDdfaqlw3ltuB+VuopGCM+8lYE7l4wcEdK4zxdPGljDbKDl5CxGfSutuSS3JBU9cV5/4pm36sIQeIlA+pPNdmChepfsc+Mly07dzCOcZqMY3d6lf0yaZx3r2jxx3aopDkVL061Ax+b2pMEAwBTgR5vtgU0DNKhxIM9M1L2KMYfl2rsfBcRW1uZscu6oK5Bx87j3Ir0DwjCRptn/ALchc/nXn1HaJ1UVeR3enw447ccVuxZEYwRjFZtrHt5I46j2rRT5FOMYzxXC2eikG4r05HaqF4wIOSR9KssVwV5Xvis25c9zz7d6ljMm7uDFbzysOYkYhvbFeJsxdmdjlmJYmvUvGN99k0CYbsPP+6UZ55615bwPb0rtoL3bnBiXeVhppKWitjnAdKKBRQADrUg54pg60ufTrQB9f/Di5iuvh3oMkIwos0Qj3Awf1FdUa8s+A18114CktmbP2W7dAPQHDf1r06eUQ28kp6Ihb8hmgDwvxLdf2j401B1OVEhUfReK19MiCpGQOgxXMac32vVbudjkuzNke5zXX2iExKQBlTx7151V3kerTVoI0ido24yM5pZJP3fDA0zzF2dcH0NV7g4TcuDn3rJstIzr2XZkbRwecVseBIRLr0smOI4Sw9iTiuevGPO7oR+Fdp8O7QpZ3V0y43sEU+oAyf1NbYdXkRiXamefaZLl1P8AF/d9K622wI8k/WuMgjktNQlhYjcjshI9jiustGDRDJPA4NYy0Zr0uaG7KgDB/pWdfNlgvcDFXPurnvVC6O7c35VMmOmtTiPEz7oGj7EgfrTtHXy/MT/d/lUeujdMqHu4FWrFdjH3Arnrv3bHuYOPU0+vfmkNCkUMea4j0AGadmmA0uQaAsOByadyOlR08EetAmGTml+tIaCcigQuRSA0CigBQeaUkdhTaM0AOzmgk4pe1JQIbS596TvR2oGBx70xuafyRTTQNEXFJTz06Uw9aCxOppkvHANO702U1S3B7HEeIV26oX4+cZ/I1TsFD30AH98VveKLZfscMwXDo5BPqDyP1rH0RPM1SPjgc19ZhqnNhb+R8Hi6TjjWu7PRNJx9rQnoSOa6gLiNlYdCcn+Vc3pwwEOOe2K6RJcYfjDDnNeOnqepV3GuQACaqXcoEW0jIqWZypYAfL1xWbcOBJgE4bp7UzFIpyyhQz7htUbufQV5jeTm6vpp25Mjlh9O1dp4jvha6a4B/eSnyx7etcHkCvWwELRcmeZjp3kooUntTaXtSZzXoHnit0qE9ae54FMpMpCgc0wHJ/GnbsE01RyPc1D2GjNn4uJsf3mx+deneG4THb2KeiLmvMphuu5FHeTH616vo8OPJwfuha86u9Dtw61Z20K7Y/xxU5ZQNv0pkfzA47jIpr/c4wSOxrhZ3jLgBlJPbuOorKuGbkjknrVyefaoB6jrWZNKpcAEZ7+4oWrB6K55x4/vRNqFvaA58lCzn3PSuPrR1y7+363d3GPlaQhR6AcVnd69GCsrHlTd5NiUUuDRVEhSGlzRQACnAZpKUdOKAPc/2ebsg65ZFsgeVKF+uQf5V654pujaeFtTnHBW3fH4jH9a8E+A2oJbeOLq0d9v2q0ITPcqc/1r2j4iziHwRqGTjzAqD6lhSew4q7PJvDScyZHOBzXZW8YVht4OM49a5XwwmXkUYztrrVxtQkYNeZJ6nrx2Jzjdk46elZ9yzIGA5DHt2q0WAYDPNULyQHr94cEis2VFGZcOMHcRjnINes+GrT7H4es4yMM0Ydvq3NeX2FodQ1m2tGI/eSBT9O9eyqoVAqjAAwB6Cu3Cx6nHjJbRPENcj+xeKtRgCbf9IZwPZuf61padIzIvU+g/rUnxBthbeLkmAGJ4Vc/8BOD/AE/KqulM56cAdOelc9VWkzqpPmppm62QMnsOay532gg/WtUltqgZJI5JrIveQxHpWMjWnucbrDbr6FV/ikzWhAoRxjoVrMvwW1SEf3cn9a14l+cfSuWu9j3sIvdJgMHNL96im+9cp2jxS00HFKOaAHcmlAxwaVaU0EdRuKMUUZoGL0pKQ+uTRnPrTAXPFIetJnNOHSgB26gnim/Wl7UhWGnrS/WkB5ozQMCaO1HWkOKAQ0mmE8dKcRzTD1oLQhPFRSsdpp7ECoXYE4I4qokydkZ3iKIzaRK2cFVD/iDWB4di3ajnPRa6TWznQ5yOQI8Vi+F4/wB87Y7gA17+Fk1hZHyeNhfGxZ3dkpMqBTjc2PpW5gA8dBx+VY2ngIwb0Oa2dw3Nn7rDI+tcaNaj1ILpgArLww9e9YdzPhznjDZH0Nad04Ybc8/4Vg310LeC5mccIm78quCvKxk3yxuzjPEd99q1R1Dfu4sqPr3rG7nNPYmV2dvvE5NGOa+hpw5YpHgVJ80mxtL0FLSN061oZkTcmjoKTvSnkVLKGHgU5B8yj3pjH0p8Q/er7c1LGUYk36yF9Z/6169pSBCh75ryzS4vO8TRr28zd+les6em7ZxxkV5eJetj0MKtGzpI8rGBn5h+tNmboeQD1qUDO7np0qvO+Ex1rjudtijcPnqRkfma5fxRfjTtGnkDfPIPLTHUMa3bnksAwPqO9eceOr8y3sFkrcQrucD+8f8A61a0Y3kY158sDkeg9/X1o6c0tJiu880QnNJTsUYoAbilxS4paAEpaPxpM0AdH4D1FtJ8d6JeK2Nt0sbf7r/Kc/mK+ivivOE8KxQ9TNdIB+GTXyosrxMsyHa8bB1I65ByK+jPHeqx6t4Y8Mzxni6Xz8E5ONgqJu0WaUleaMLQgI3TsSOa6oOCm3GR2rmtFU/aAAONuTXQgD+orzJPU9dohmkGdrA5Hc1l3MnzMu4BuoJ71o3Tbc85yKw7ifD4IwR1+lStWUtDrvh/YmbU7i9c5WBdi5HOW/wwfzr0k9653wdpxsNAhMigTT/vX/Hp+ldFXqUo8sUjyK8uabZ5z8Urf5NOuwo4Z4mPfnBH8jXNaK7dxgV3nxGtjP4UkcLnyZUkPsM4/rXm2jOw69M/ma5MSrSuduEleFjq/MJXAOTWVcNmH3PNXVPmBypwFHJ9z2rOujhPpxXJI7Ka1OPvmP8Aapb+6P61sW8gJB9RWTcDdfS8dhV+HhV9q5qx7uF0Rfzmk7UwHIp26uU7B3NLz6U0E07NADh6mnZpgNB6UCsOzSGkzkUtACfWiiimAYpRnFJmgHikAuaUkU2jNAhc5o6CjPNJn3oAKT8aWjpQCGN0pjDHNSHOPSonPHWgsjbnvVdzjPpT5HqBwxUk9K0iRIqa07DQJcdzg/So/DFuVtFfuxzU2qAt4fkA6txV/RLfyraFOnrXq052w/L5nztenfE877HRWMeIjkDPUCrTuBBkHhTn8KbDCfs5ccMORUEs20bu3Qis0Yyd2VLqQFm59/zrjPFF8PIFuM75T83+6K6WeUq755C5U155rF59t1KWVM+WDtTP90dPzrvwVLmnfsceNqcsOVdSkCKXvTQCKXHFeyeMOAxTZM4pfpTWJxQKwzpzSH1oJ4prZNSyhucsc1JD/rOPQ/yqMcU5G2knoQtSM0PDtsX155SOAgx9SP8A61eo6YnlspHReB9a4jwvbDc0p6nAr0GwQBG3CvIxLvNo9TDRtBGip2ruzwuFx/n8aozy446gZGKtM2FYZ96y5pB5gOcE9PrXKdRSv7mOCGS5J/dopZgfavGby5e8u5bmQktIxbnt7V3XjnUfIslslYebcHLY/uivPxj6V3UI2Vzz8TO8rCUuKDQK3OYTBpcUtJnmgBKKU000AIetFGCaXpQAh+63rivaL2bzPD3g62BDCLSlkOD3J/8ArV4woycV6N4beeeyt2nkLiGNYkz/AAoO1Y13aJ0YaN6iZ2+jAK/v0/CtndlCp/hzg1m6fEEjV8dBg1dlfEefbmvMPVsVLqQMSBngdqg0qwOr6tb2YwcyZY9doHU/lUU8hIOG2kV1vw803e9xqsi8/wCqjP8A6Ef5VtRjzSM68+Sm2d+qBFVVGFXgAdhUnak70vavTPGM7WbQX+jXlqRnzIWUD3xx+teHWO9JiNuMcEk9PWvfzXhlzCy+KLyFvkVLh8j0G41y4mOiZ24OVm0dHbRD7CuOATknuaz9QASM46HvWrburxkKPlHSs3VeIwTx16VwSPRpP3jjp1/eSsF5UjJq3AQYlqN1AaYZ6mn23+rC+lclXU97DbFpTxTwRUa9ad3rmsdpJmlpgNPHSgQtFFFMBR70lHNFAhT0pBS/jR+tABiigUGgBOooHFGaOnf9KQBn3pf1puaMntTCwu7NFNLU3fikFh3XtVd85xUpk96idiwNNDIyAOW61XnkG0+lSupz7VTkwZMVpFETdkW5Yw1hGVAIJxg962NNgBVF25yPyrItx50kMKAk7s49v/111tpbLbhS33yMZrsprQ8XFys7FmBQg2EnaM9fT/8AXWJcuVd0J5Vj+Na0kxiyWwDnbmsK9ffcuc8Kea3OBdznPEd79n02QISJJzsU/wA/8+9cQeOh4rW8RXbXOptGG/dw/KAPXv8A4fhWSete5hqfJBI8TE1OebDJ9aUNTfypRXQc4pPFNb7ooNNzQxoaxpmaVutJUsY059aQEliOpY4pWNSafH52oQr6sKzk7K5UVd2PQfD1m0dmnHOATXb20K/ZgO7ZwfesfRrQ7UGOB14roEAVccYPSvFnK7uexFWSRlyOVPXvg1l3D7WdmO1VycnsO9Xbtwtw2OhPI9K4/wAZaqbPSTArfv7o7eOy9zRCPM7DqTUY3OG17VDq2rzXI4jzsjH+yKzc0Y/CivQSseU3d3DvRS0YpiCjFLiigAxTTTqaaACmk0ppPrQA6JS8yqOpOK9Y8PW/lW0UeM8DP5V5roNv9q1SJSOB8xr2TSbMbVUcMVyPpXHiZdDvwcbXkbFvG0VshJ6r81MmlzERWgiFoSrAfc/UViTPgk9hxXEdqZTXzJp/KQbzIwVeOc17Ro+nppml29ogx5a/Njux5P615/4E0v7bq7Xsi5htuVJ/vmvT8V34eFlc8/GVLy5V0HUdqQUvauo4xteKeIo3tfHGpK2Pnk3/AIEA/wBa9sryDxpbMvjq4d8bHhRl9cYx/MVhX+E6cK/fLthlxk98D8KravGPJbB+70qWxZkTcTkZFWtQtRcRNsHLLkGvPeqPTg7SOAuXIkbjHf60toSRx1qbUmgh0xXKEXCXBSU/7OARVG0lRzvicfQHpXPVpSS5uh7WErwk+VPVGov15p+PWolcj7y/jUoZT3riZ6dheacDQAKXbSAUYp1NC0/HtTEGM9OKQ08DijYT2oJuMFGMnrTthHSk2HrigdwA5xmkI9808AntSlTQIj/Gg1JtpNh9eKAuRkYNN+lSFD3pCg7UhkW3NJsPaptoo4oGQFSBUTYxVslR6VC8ka9hTQyq4djhVzVObbC+Gxn2qzc3vyELx9BVK1tnvrxYUUjPLHvit6cW2ZVpKMbs3PDsXmO10y43EKn0FdaqgKSRz29qq2FlHb26DZtAHA9KmkfaCDyB1ruSsj5utPnlcoahIAeOg61z+oXa2VrNcPz5YLfX0rWvn3xbs/e6Vxni+82WsNqDzJy30FdGHhzzSOWvPkptnISMXcux+ZiSfqaaQfwpSc8EUnI7V7yPC6iYpwo/Cg0ADcVGRxSsaaTjtQxiHFNNB5pGBqWMjY9q6DwZpp1DWQcfu4huY1zp6/XivWvBWkPp+nRmWPbLJ8z+3pXJiZ8sbdzpw8OaVzq4IgiIEGFzzio53MXXOc5/DirqgImO/wDSsvUH+UseucV5R6iVjNuGLzO6jknj0rybxZfG916ZQSY4P3a/h1/WvTNWvVsNLnuyeI1JA9T2/XFeNuxkkZ2bLMcknvXVQj9o48VLaJHS0pxRxiuo4wopeMUgxQAo6UUvBpM4pAJSUpNN70AJTWpT1prY+tAHTeCbZptVdgM7QABXtenWf2dAzY3YxtPYVw/w50T7Ja/aZlHmSHIr0dUIXcTzjFebWlzSPVox5YJEJmVdygY7CucuGJnk4+UkjHvWvqMpWQheB2NReH7Qah4gtIWBZTJvcDpgc1nBXdjVvli5Ho/hbTf7L0K3iZcSuPMk+prcpAKWvVirKyPGk+Z3YuKO1FHamISvLfG6bvGWDxm0Uj35NepVwnxEgiRbK/wPNVmh/wB4EZ/Qj9axrq8Gb4Z2qIwbeT92oHORg/WtaAGS0QZO8dDXOabMGVc9Cc4rpoiApwccV5yPTkcF4ws2t5PM2t5EjBiB2PSuJWJ4rjdG7xsDwynGf8a9n1O2jvbRkKgkZ6ivMdTs20++aG5TaCcofavQwsoyXs5HFi1KLVWO5NY387Msb7ZMkDP3TWp56IcSKyH1IyKxLW3Vp0KMSGOODW5b2bZ2MSSPTpV1csoz1WhVDPMTS0fvLzHLcQMBiRfxNSh4+zr+YqOW1VQAyh+e4FRR2UGAfKXkmuR5OukjujxI/tQLSlCf9YPzqTGR9/P41Q+xW4ziMfrVKayUDKNt+jGp/saX8xf+skesTdxjq360uB/fP51y8rPHhcswHbJzVd7WO4yyNKjYJxvb/Gn/AGLP+YP9Y6f8rOvxn+LH40bfRjXBy2h2/fkU8c+Y3+NUG82KdgtxOAOf9a3NJ5NP+Ya4ip/ynpYBz1p2CR1/WuKivCmnb1knJaXAYOT0HvTL7VZltxLFPIhbI2hvyNR/Y9TuX/rBS/lZ2+1j/FRsb1Jrzu0vtQaEyyTzuuQBl+3erUV3eSlQs0pU843mhZPUbtzDln9JK/Kdwc+pzTcN9a56OOdxl5GX1yxNWTp6ch5JW+jEVX9iz/mI/wBY6f8AKaxLL1OPrUD3Ea/emUf8CFYUekx+c2ZZiCejyE1L9htg2BnP0zVRyZ9ZEz4kj9mBfk1C03Y84E+3NVpdRtlyVR247LTltoFyDwQOKY1usq7B1rZZVSjrJnPLiGvLSEUZs+pyyMixW7Zc4Xcf6V23hjS5bGEXF0waaXlhj7o9KraRokUG2R4983Vd38IrpY18vlh+PrWFSFKD5aa+Zqq9epG9V79CSdRtwGYemO1Z0twURiSDuGK0ZJ1EeGA+tYmpNtI2nIJzxWTCJWvJAZIlBxxk+1ec+I7o3OszAY2xAIB6etdxdXCKySN024578iuHu7eO81JhGM7nO5gevOc/lmvTwNN6yZ5mPqrSCMrnjpSYJ6CtttKtxP5bevVW9h/XNLJpllEqqTI8zfdjRuv19q9FO6uea2k7GF81Ix7EV0LeHRKsSxTMshOZSRkKOwHvWt/whVlsH+lTliOTxilcOZHC8+lBB/u13a+B7P8AiuZz9MVOngjTlHztOw93xSuHOjzwg+gqFz23Yz6V6tF4U0SFAxsgx9Xcmq9zpNsb1EtLaKL5TnZGD6evSplJJXZUXzOyOW8E+Hjq+qmeVCYrf5gpGNzdh/WvYYkS1j2kru+lUNG09LGBEUksPvMe5rVlRtpJC815FepzyuezQp8kbEMsu4M2cGsq9YmJVI+YmprmTYgUde+aoXkh85M87VJrBbm70RxXj68EdjDZqcGRyzDP8I/+ua8/wD3Fejaotvf62qyxxyeWSmGGcnaSR+tUPsNj9nmBtYvM3HnHQV6tKk+VHjVqqc2ziNoPegIPWujme2NwsUVrEF4B46+tP8mzKtthjbLbs7a19izL2mlzmig9aXaMV1cWmWs6c23PsMVJH4atJW+cNEPRTmh0WL2sTj9tBAruIPDenxXDKyM4xnL1YbQdKDEfZgT7ZpeykHtUefGmnHrXoq6DpinH2NfxzUqaBZOu37LED2IWj2TD2qPMzgAmruj6ZLq+qQ2cQOGPzMB0UdTXbX+k2MNoGWNAA24naOB0/rXU+CNEhjDXTRbTKAqfLg7R/jWNf93G5vh17SWx0WjaYtrZxxqCFTjnv71oySBVK+nNOk3xpiMAAetUZp/kfdwTnFeVJnsqNzN1JiVBB78V1Hw+sQ9xc3xx8gES/U8muRvHG+JQcrjJr1DwjYmx8PW4YYklzI349P0rfDRvK5z4uXLCxvilpBS13nmBR2oo7UAJXE/EqB5NEtpFICx3A3fiDXbVyXxDK/8ACMkMwGZ48ZPvUVPhZpRdpo4LTgFijH8XGa6ONjtHPGK5qGRbaB5nB2RIXbHoBk1rW098bY3N3pc1jarD5xmmuICAuM/dVy3T2rzVFvVHrzlFWTNEEcN1Ge1Y/iXRU1W0yoAmQZQj+VXtNuZ7y1Nw2n3NvbFPMjlmKDen97aG3KP94Cqya/aXGm399bLJPa2cgj85MbZXxkhDnnHQ9s1cVKMroxlKEo2bPOLaGS3vBESVYNgg+tdRZuzOC4G4cGqfiSyvLWZtUvtMexgCjcJLmB3JPTCI7HPPpVmOK60qwkvdSs5rWKJQXDujOuem5VYlSfQ4NezCd43Z4tWFpWRoSrzkYI71VUZORkY7Gp7k3Nlp817qNjNZRRLvcSMjMoxkblViVPscGhLa/aAzXmmTWihQ2JHQuAem5VYleo+8BWikjFxZTJ3KSeKqSYd1AYZ/2a0JI/3ZKYJAPBrCbcJjuAyPerRA6aIMDkEc1SaLD5BPApklxIGz5p+lQvdOVJYA9uc1dxWI55mIMbdPXGKzHGJC4JGOBnvV2SXYG3KeR161TfmHB/M9qC0EzNDpEDFZdhZ3Az8pGcfnVCSVpZBncAcYz2Hpita+LTWSIdh3RqANoyo69aoW1sd6bcyMAMdSP8T/AJ61kpM15UX2LGJIlVfKjGN475OAT79aasskRxHgVNOyxwGFGGSdzMe57UyCNsAupYn9auPciTLFvPeeY483GTjbXRWqzzAMWBJ9TWMYtqkjAxzWnp0uxwpfjAzTuQyyRJDIysAVPelMka/w4ORyRVuZWKEoegzWVc3AcDOBzipY0ris2WPJ+tbmj6aB+9cbm7ZrNsLR7phwAoPzE+lddaxbYwBjA9K83GVvso9bAUbLnaJI0WPOODSs27jPNJKQpx1JpCuFyDzXnHpW6kU5Ow96yZRv+8fpWnK3ykHjis6TrtPTPrQV5nFeIrp1vUs15OwZIONpJzWbpjmORph8rKp2nGQB3z+FX9bgS51ZpCzllOzGwA4/P1J5NNtUS3TfKqqmeEz1IPfua92g7U0kfPV/eqNsZdMbOImU/OFBPHrz/WtHw5pUjQm8nXMsnC5OcCsCV31HUyBnZG23/ef/AOtmu+0wp9jjj3AFRtI7itTnkSJbRKclAB7DvU6wKckk4OcVM2wINq5PrVMNM7YwVB7mhkkw2qcA44xUhJC9Rx61FFGAxJJOfWmTzBVK56frUtpFJN7BLP5uI0BJPGBV2ys+oY/U+tM061Cr5jDDN6+laSkICABgd68yvWc3ZbHsYbDqmrvclACcCmyykJ14z0puSeSetRT/AHOK42dtiheuGZWXoOtYOt6g1jaGbrIBtUepPT/PtW44+XBGc8Vxvi2QeZBEpIwSzD+X9a6cLT56iRz4uo4UzCtbhm1EE7nJSRyB1J2EH+dVjeGEMV2hiduM/d+tW7KGEmZpSfu+WBtJ+8w549MfrWRJFm7nVF3DJwemBnrXrqSvY8Xlurluw2L5lzMDwPlJGctVmMYkLHoe2O9JYwqIwzHMa/MxJ4+gqxausk7AAjB4GKqNnK4paKxbjvDHtRY8e9XrZppHY7BgegqpHDvILDPPX0rYt4WEWVGBj86oyZDExW5Acd+tX12FSdmSRUJjKkEj5RzzU3ChXJGKlghSUB3H8eOlV2lQ527SMdM9agmu1Xd82euKsaVp8t/MHb5YR3x1rKpUUFdm9Kk6krImsdLOoL5kwxAGBx0LGu1tE8pQoACjgAelQWlosQX5fkUYUelWmPpXi1qzqO7Pco0Y042RLP5ZjJzyawb9ypVTxnvWlO52nnpWPdsZcnA9qw3OmKsLZWUmrazBaQAtvwWP91QeT9K9nijWOJET7qqFH0Fcr4E0uO10cXrRgXFwSSx6hc8CuuFejQhyxPKxVXnnbsLRRRW5zBR2oo7UAfH/APwuz4h/9DD/AOSVv/8AG6yr/wCI/inVL5bzUb+C8mVAifabC3kVAMn5VZCqnk8gAn8K5WigNjo5fHniWaCaGTUgY5lZJFEEYypBBHC8cGibx54nuBcibVpHW5Ty5VZEIK4xgDGF49MVzlFTyx7FOcnuzqYviP4uhuJp01uffMAGDIhXAGAApGFGB0AFPuviX4wvbR7S51p5YHIJRoYyBjGMfLwOBwK5OinyrsLmfc3brxn4hvZXkutTkmZ5PMJkVW+b2BHA9hxUsnjvxLNPdzSaluku2VpyYI/mKsGH8PHzAHiudopiep00nxB8UTXU9zLqfmSXCsku+3iIYFg5G3bj7yg9O1DfEHxS1/PfNqpNzPG0UjmCP5lLKxGNuByqnj0rmaKd2KyOiHjrxIM/8TLr/wBMI/8A4mmHxp4gPW/7Y/1Mf/xNYFFPml3Fyx7Gy/irWnOWvAfrCn/xNR/8JLqxOTdA/WJP8KyqKOeXcOWPY1X8R6q/3roH/tkn+FRnXdSPW59vuL/hWdRRzy7hyx7GpJ4i1WUKJLrcFGFzGnA/KkXxDqqjAuz0x9xf8KzKKXM+47I0RrupL0ucf9s1/wAK7jTJribT7eRgGZo1YkjgkivNq77S53awtI48BhEgyw68Ct6Mm27mVWKtodHtaYDfIo4xgClhLRybRzxxVOEXDBcoMjsGq7HEW24GDmt3qYbGrDfeZlG9QKzLrAlbpjcaspGCAXOCOM1JBYi7vIYycpvyx9hWVSXLFtmtKLnNJHSaHaP9gTIwZPmY1sBfJ+UdMcmktCsFvuICgcAGuO8TeM47SdrSH5pOjAfwj3rxrOpK59AmqcbPY6iSTMyICCW5q0yFSOCeOtcrpWtafNGsq3ySykDex4I9gvYV1iKzwh1yAegNRKFi+ZNXTKk65GM1lTId5IGcGtSU7MEnjPNZ8jHdx0zmklqN7HDaltF5OnLYmJ3dM8CqqmQEc5wec9s9aiu79p9WvoTA+yKUjeDnP+cUltHczzbnYqmOE6AfX1r3qb91HzdX42WdLs5YcMynrnP15/xrfgMi4O3I6ZFJZyIqhVBUjqPWtSCAFMgYxzirtYyuMgSV8Ydh7k9KkXzbdmBkLD3PBqyE2jnHHbFV3lGDgjrUsa1InnmIITpjsaWxsmmfzJycKc4zS+bGCSQM4rY062zbqW6nlq5MTUcY27ndgqSlO76FqBBtHpSM+6XaOlOmdYELEgIO3rVS3dZbpjuyi8ZPc9682zPYskXcZBwarykgENVknBJ7VXlwQT2pWGjOdhvx6CuL8TxhrmNg3JUkD8a7SRCCGz7gd8VyPiFS1yoXGfLrswX8Q4ce/wB2YFi6qlwwLb9i4Cj3JP8AKq8qxrg+WdjKDtU9D792/HpTRcxw3QBIBkG3J9s/40hOcEkngZ6V32vLU8tP3dCSS4/d7IyFHHAHU+tPs5WikOSSKqzeVFhSeSccdhVi2h8va4ZipODntWiIZvQOWQ7VIHqa3LN9sOSPlA7msqxfEAVUDc8571rRhZVBK4HpVGbI7gu4BDAD/CqryEoFGAQPWr1wERAVIJxjGazwu4Px+GalsqKKEWZ7vyyM5fGK9D0uBIbZBjPHYVzegaXG909wwLMnIHvXYWxwvIAH0rycXUvK3Y9rBUbQ5iQkr2xSAHrj9aZNMpkAzxU4GR6DFcLO61ipPyhrMlXOBWlOuM4zWXMzCX3FJFJ6HqXhSTzvDdk3om38jW5WF4RTZ4YsR6pn9a3a9aHwo8Sp8TCiiiqICjtRR2oA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9D0uMHTbQEYJhTBI9hRRW9DdmVXZGxEZY2CNk4+6SOhrXgiVk6E+hxRRXSzlJ2hYZ4PHtV7RraQyNOqEDOBx0oorz8XJ8qPUy2Kc3cn8QarLY6e4Rd0v3Y1Pcn/CuL/sNY1c3qNJO/wAxc9yf5UUVzUtNjvxEVLRlrw74XWDX47iSRSkY3BHGeT2r1jaI7UcHOOeO9FFZSk3LU1UFCCsYd7P8ioBkk1VeMlV3A5PtRRUdS3scHny7i5XadzTsx+pNW44Gba6j5gc4x1FFFe/D4UfL1PiZpRQCTa2CD2rUg3IvzqxycZFFFORCLTIzRkgEjHaqrJ0G0/XbRRWZogMIM8a7PvHnit2Jvs0BZh9BjtRRXmYlvnPZwUVyXOA8Ra/fXl+bbTkLhH+Y+uO1bPh7WJNSuDamwmt5YVG9XXhR9aKKJxXKi6c25O51ktsVQZBz9Ko3G5GK4PI44oorme51LYoyq5YHBAxgVwfibUGg1loETcEiA/E0UV2YT4jz8b8ByF8PPy0wVR/Co9ahtrXy3DvLISD0BP8AKiiu7qed0NdIpJz5jphMYAI5q9bKUABz5ZPA9KKK1iZPc2bKJ926PPXpW2u/YOCPWiihkkFx/CpXOTxgVCFkXd8jCiis2UjqfDtswtizIcs38uK1b1ktow0rbFHJOOlFFeLPWbufR0dKasZdpctqEkc4QiHPXHVif5AYrdPKA7WFFFTI1ZVky7YIP5VmzKMklc80UVmtwex6l4dTy/D9koGMRCtSiivUjsjxJfExaKKKokKKKKAP/9k=", "path": "003467.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003468
Men Tshirts
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", "path": "003468.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003469
Men Tshirts
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baC2peItM0p1wssw80/7I5P6CvVriyV+azfD+mpH4wadlG5LZtpPUEkDiqjMzqQsjt1VVUKihUHCgdh2paKKg5gooooAKKKKACkpaKQCGkpxpKAEqSP7lR1In3aEA6iiiqEFHeigdaAFpKWigDm/FFrHL5bzcRNG0bNjODnIrybUbqCG8fUIEO2xcRSKOAysOn1r3HVbH+0NOmt1bZKR+7cHlW7GvnvxFZ3+m6pqdhcZDShGbcMbsYOR2PTrVQ3NoyvFIoatereXJdpHhQH5VAJx/jTtP1eSxlU22psh7Eg4z781XuNgCKTu+XqazpIgDxitYK6Kqe7I9Kh+Jt7YIBdJDeLt4aDKkfXJNdroHjWy1dEImZXPBU18+bQOgx9K6/wAFaJr2syzzaXb71j4aZ3Cjce2SCCampTW5VKpzOzPU73x/pemzNbXUzK4YgqsbMfyAqpe+P7OKDfaQSXLEZAJCD8c141raXdvq08V3E0V1G21w3XNUjc3LYBnk4/2jxSjSVrhKrZ2PQLrxxr2pXgASCCMHOwc8fnUOsTvf2Iu5GUhd42qeh2Ec/nXGwiVxlpGP1NXLZC9zaxxDM8k6IoHOSWFOUbMqMk4ux9M6daLYaba2iDAhiVMe4AzVmlb7x+tJWbORhRRRQIKKKKADFJilooASiiikAUUUUAFBoooASiiigZHRRRSAKKKKACiiigBR0opBS0AFFFFCAgvZ/stjcXHeONmH1xx+teT6deNAZYmODGxzk/59a9D8WXa2uhSbm2iRgv8AX+leNHWYLvUbpbdmAPBJHU1aVzek+XU1ri+GHlK4Kli2TnJJ4pvh2/eG/KRFkiUljzxz1zWRdSr9jZmk3HJbA9MVHpN35JnY8rjAB6dOmPyq0tBOXvHr8l39qSN0JIA2J9eppWzNNHAPuJ8x/pWfpatFaQiQkmONQfUsRk1tWlu3+sP3m5rmd7nWrW1L8YVUHHNM27n4JxSs4B2Z+brjv+VN34zjP5UxpIZLFkGqdinl69G/96NkH6H+lXy4ZcVRlY29xHOBkxtu/Dv+lBNRXVjoKKQEMAynKnkH1p1UcAlFFFAgooooAKKKKACkpaSkAmKkT7tMp6fdoQDqKKKoQUuKBRQAUUUUAFeOfFuGKDxRpc2z5ri1cOexwwA/SvY680+MOmNNp2naqigi1l8t27hX6fqBVR3GtGeUTQo6FN23HI4/rVQWbEkFzjtgZ/qK6KwtEvZlA9cc16Houh2aIhaBWb3FDk47HaoxnueS2vh67v5ljtwxU/ed12hR69TXvfgbT7fSNNis7Ufu1QlmI5du7H6/4VS1U2ujad9uuIVEEbKGVF5wTjNafh3WNNvA1xaXKNEy8YPc0uaUiuSMdjzD4naFNPrh1KBC+9AsoUdGHQ/l/KuAhsp5HKhBuHUMQMfnX0Uslnc3csC7J5VGZV64HaoLzRNPkTzIoQje1NVWtBOlGWp4VHYXCMqgxMx/hWQMfyFdx8OvB1zfaxa61OqCwtZmZfmBMkq8Y29gCc59queIZf7Kt3WNvnIPGa73wNZpaeDNL29Z4RcNkfxOAx/nTcubUyq8sFaJ0NFLRUnKJRS0UAJRS4pKACiiigAooooASilpKQBRRRQAUlLRQBFRRRSGFFFFABRRRTAKWiigAoopcUAVNQ0201Wze0vYvMhbBxnBB9QR0NeO+P8AwafDk0WqacsjWDLsnLEbkfPBOB0P869sxWb4g0+PV9DvNMkcoLmMx7tudvvirpxblZDuz5tF55oKOcgDK/WtDQrK91C6EdpEWYSfvPZeM9e9et+G/h3o+gTrcnfe3I+7JOBhP91RwPrXW+TECxWCPcxyxCgEn3ruWFlYpbnLWOnXzkeZMkQBzhTkn/D6c1ppprglpLuZic9DgD/PWtUwKei7fYGl8kY6msXgqnQ6FUg9zNTSrcNvMtwzdyZTn3pRpkEQURNOuOf9aTn8+a0PK/2qXyT61LwdUaqwRlGzkB4vLgH6gj+VRTW91ji4Dj0dB/SthrYMeSaT7KvqfzqfqdUftoPcp6VqaRxR2d3mKUHCE8o3PAB7fjW3We2n28gPmJuB9TVkN5YCqeAMYJrRYKdjmny390noqJZgThgB+NSjB6HNc86UobogSiloxWYhKKXFJQAUdqKKAEp6fdptPX7tAC0UUUxC0UUUAFFFFMArI8UaSuueGr/TmIUyxEox7MvKn8wK2MUcd6APmrR7w2lxsZdrxko4PUMDzXfXnidNNso3iUtI6ggfWsr4s+G20vUE1uyRUgun2Tqox+95O4/WuCiv2uXginkOxOBz0rTkUtTWNVpWOu1XxBqmt2ptW2IuRwGA96yV0vxFp7g2BHkthtyupA9e9b0KeHkihL2VrJhQXLICT+NWRqfgsybUs2iboY0GEz9BTvpodChFrVmL4e1nVPDd5PPKpk8z7+Tk16RpniW31mwaYDZKnEienv8ASuWu7TQJdPk+UJGfulTjBrk01dtJivbWJstLgCTHUD/PWpceZCb9n1L3im+/tHUIVjJPmOEVR/dB5Ne86YI00q0SEBYxCiqM5wMdK8C8K2LahqTX8mTEilU3HnOa9K0fULrS5mVMtbliXhPTnqR6Gpk0tCPZua5jvqKoWus2V1geZ5Uh/gl4P59Kuq6OMq6sPY5pLXYwcWtx9GBQKKCQxSUtFACUUUUAGBSUtFACUUUUAJRS0lIAooooAioopRSGJRS0UAJS0UUwClpKCQBzQk3sAtIWVfvHFQPM2cLx/OoTuPJ5NdtPBykryGTPcE/cGPc1DgkkscmnquRyKeF+ld9OlCmvdAaucU4ClC07FaAJiilopgIAPSloooGGKMD0oooENxTSuakopAQleMGgbk+6xqWjHtScVLcBVlzjcMVIDkVARSAsvfIriq4NPWAFig0xZFanV586coPVCCiiioAKev3aZT0+7QA6iiimIKKKKYBS4oooAKKKCQBknAHU0LXQZyHxOtFu/AV/kEmEpKMezAfyJr5zO6KTG4/SvdvH/i2FtJutJs42dpcJNIw+UL1IHfPA5rxi6teuRketbQfLoyuS6uTWZSaPy5CV4yOetXIdJUTLslQHblVOD82M4rEj3xEALuGePap1+2GTzERyeuSKp2DXqjoL2+hFmsEcZVx98luvrXPW1vJqN0sMQ4J9+KtR6bqN4/zjZ3ZjXZ+H9HitNoC59z1qHNRWhcYSmzpfDulJaWaqi8YFbkNqPtHIxml0+PEYyK1UhAIbA4rlfvM7FZEK2SkYK5PvWlbWyWsWxBjJyfrSwphdxBHoDUtetg8MoLmluzmrT5nYUMwP3j+dPSZ8/OoA9RUdFdM6FOS1RgWgytyDn2paqU9JWXg8iuGpg3HWIrFiimq6t0PPpTq5GmtGAUlLRSEJSUtFACUYpaSgBKKXtSUARUopKUVIwooopgFFGKguJhGAB941UIOcuVAPknWM4HJqu0jOev5VGBnmpUXivWpYeNMYioM5JOalC4PWkA5p9dAABS0CimAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAU0inUUAREd6VZSpw3SnMKjY44xUShGSswLAdWPBpelUiWB4NWopPMXnqOteZiMN7P3lsA+np92mVIv3RXGIWiiimIUUUYopgFFFQzThAQpy/6CqhBzdkMLi5jtl+fJY9FHU1zuqXk8xKs5VG4CA8VoyKWJJOSetU7i3EiFT39q9SjhlT1e4I4DxJp7Pbm4RQRjD4HOfX6VyMloZIjkdK9YmtZFBOPz6GsC60SNmJjjMRY5Ixlfy7VlXwrb5omsZdzzB4G3MoHINXbMkAA4GK6G68O3cd4ssUayKfvAHH86rXGgagJM2tsCP8AaYCuV0am1jRSSLVmikda6bTLbem5AeOK57TfDeuSH96Y4V+uf5V6FoeiNaxBZpQ56nCmpWFqN7Fe1Rb063wg6mthIgACe3aljjRFwoAFPrvoYRU9ZasynVb2CiiiuwyCiiigAooooAKkWYjhske1R0VnOlGa1AtKQw4NLVUEg5HWrCOHHHXuK8yth3T1WwrDqSlormASkp1JQISiiigCKiiipGFFFL074pgNkcIhY44rPYs7lm5Pp6U+WcSMFYkN/cPpTOQyg9zivWw1HkV3uA5McZqwBiq8iny5FHUcj6irEbB4lcdGGa6hjhSikpaYBRRRQAUUVnRa9pc2tS6NHexPfxR+Y8KnJA7+2R6daV0gF1jWtO0DT2vdSuFghXgcZLH0UdSfavPp/jdpSTFYNJvJIx/E0ioT+HNc98a7yd/E1laMzeRFah0XtuYnJ/QVg6X4CN5pVtf6hr2m6ULtS9tFdMQ0iA43cdBmuedSXNZEOTPVvGfjK/0nwfpuu6RFEovGXcs6byispI6H2o+HnizUvEug6nd6i8Jmt5CqeVGECjZnt1qDxrpRi+D32UyxzNZQQESQnKtsIBIPpya8v8J+O5vCulajYx6fHci8PLtIV2fKV4A69aUptS1Fc6jwh8SvE2teJ9O0u4ktJIriYLIfs4DBepwR7Cvaa+fPg/Z/aPHUcxHFtbySZ9DjaP519B/WtKTbWpUdQorznx98Sx4dnbS9KWObUQP30j/MkGe2O7e3avOLH4peK7XUFuJtSa6j3fNDKq7GHoMDj8KbrRTByR9G0VU0rUIdX0m01GDIiuYllUHqMjof5fhVs1pcpBRRRTASmsKfTWOMUARuuFzTYW2tipJOY29qrykpAzDr2/GplFSVmBfzkU9fu1XhDCMbjlu9WF+7Xi1qXs52Bj6KKKyJCg8DJpCQoyars+8+g9K3o0XUfkMWSbcMISB61DjPFSbaMYr1adKNNWQyLy80xoS3pViitQKMlpuHT61Uk08HPbHatnFNKA9RQBzTaYQ3frSLprA8r+ldGYFJzSiEA9TQBlW9iVI4P41qRRbBj9e9SCNV6dadQAUUUUAFFFFABRRRQAUUUUAFFICDnHaloAKN2z5vSik6n6Umk1ZgWYpVmTKkHHBHpT6rxvsf2PWrFeNXpezlboIKSlorEBDSUtJQIioooqRhTJmxHju3AqSq875mjT2LGtqEeaogM66TdKxDHKFVVvQ1PuJTJGJEbkVUcl7eRu5kJ/KrE8byqssRAkYYwejf5/8ArV7Yy04w/wBaS1/49I/x/magtLj7bbbsFZUO10PVSKfYn/RiScgOw/WmBaopm/J4pQaAH0UgpTuKnZ97BwSMjNIDKv7yC8kutDtdVW11V7cumwgyRg9GAP8A+vBzXzvfW2teCvFKvMzxX1vJ5qS8lZRn7wP8QI6/lWh4v0LxN4d8QSarfPK8kkvmJqEJO0tnjn+E9sGuisPGej+NdMTRPGSrDcj/AFGpIoG1vU/3T6/wnviuWcud2ZnJjvHKxeOPCdl4t02PMtmphvoV5aMdfyBz+Bqlb2Mfj7wVpdrb6haW2p6JFJG8Vw+3zIuqlT+lR2qa18LPEayTx/a9KuxsZ05juYz0x2DY7H9RXReIfhfodzC2u2mptpFg8fnSRzW5ZYweeBnK9fu80uVtXQjH+HV5c6n4S8UaBKzSQrZtNCpOdhwQQPrgflWR4N8P6XqvhHxNf3lt5tzYwB4G3ldp2k9B15Feo+FtC8P+FPCl1qtlcTX9vcQGWa5CfM8YB4Ve3fj/AArE0rVPAOmeEdUubK11AabcyraXStku5IJGPm4GO9Pl2uBl/A+03XmsXpBwsUcQPuTk/wAq9R8R6sNC8OahqeAWt4SyA926KPzIri/B3irwNZ3Q0vQIb2B7yTJWRCRkKeSSxwAAauX3ifwx480m68P2+pmK5ugEh82JkzIDlcevI9a0i0o6FLY808CeD38cavd3eo3Mq20LCS5kU/PI7EnAJ6dyTXLaxaW1tr15aadI09tHO0cDZyXAOB0610Ung/xvok8+n21nfrHcHY5tGJjlHuR2+tdPovhbTvAFvH4h8WuhvVG600+Mhm3ep7E/oKw5bk2PQdOntvBPgCxbVpRH9lt1DqPvM5GdijucnH4VuaZqVrrOmW+oWUgkt513IR+oPoRXzZ4v8Xah4u1EXF0fLt0JEFup+WMf1Pqa9j+E+lT6Z4LSW4Z917IZ1jPREPAOPfGfyraE7uyKTO6ooorcsKY5xj60+o5j8g92FMBSP3ZHqKguAC0UQ6lsn6DmrPtUEA8yR58f7K/T1oAmTgn2qwv3Kgx8x+lTQtuiB/CvOxsdpAySgkAZJwKKq3U2GEYOM8muOnTc5KIhZHL/AE7CmqOKRc+lPr2oQUFZDCiiirAKKKKACiiigAooooAKKKKACiiigAoooAJOADmgAopgmiaV4llQyoMsgYbl+o7Uob5sHGaQDqaSQpNO7U0/dP0pgRW8m8N/vGpwc1QtGw0gPYtj9Ktq4VQD0C5NADmPO0df5U7oKZEwYbuoNP60AIORmrMTblx3FU4DmLrnk/zqaJtsg9+tc2Jp88LgWaKKK8gQUlLSUCIqKKKQwrLebOsunZY61KwLeQS6nJJ6q/8AOu3AxvK4DoxutvYuc/nVyI7owh4xyKqWw3WoHvmrsY4HHPWvUGViTbapHIeEuRsf/fHT8xU9sNqyr28w1HqKCS0c91w4+optpOs6NID97B/HFAFjOHGKlDe1Viw38E9akDbj16UAWQeK8t+L/iO907+zLKwmnt5AxuHmjJXpwoyPxOPpXqCdKSWOOZDHLGkiHqrqGH5Gomm1ZCfkfM2ueN9b8R6dbWGo3IligYtlVCmRuxbHXHb61p6Dofg7WNIht7jXbiw1t2x+8hzCcnAUev1yK9tu/Bvhm+ffcaFYM5/iWPaf/HcUumeEfD+k3a3en6TbQXCjCyKCSPpknFYKi76kcrMrwT4Qv/D2my2er3638XmAw2+3dHFg8MNwyGPp2rrriCO7t5YLhfMhmRkdT3UjB/Squp/bhaodPUNIJU38jITI3Yzx09ffvis7xDO7z29gihll+YxtnbIxYKitjkrkliO4XHetrJIq1jnPAAWKy17wncXCSrZTvHGwcHdDIDjn68/jXlyRtbeAvEFjICHt9UgDe2A6n+VenazoK63EbGG2W41CF9peGCOIWsg5VhKoClDxlDlgD6isK58Hy3UGuzXeo2VnaaleLJHt3yszISWKAAblBYjOOxPQVhKLZLRfs7690z4T397qelWthdQwC2tHWAK7qygByepJ3Hmr/gGy8KRWGlX0Nq1rqghMfmXCsrSMeCf7hJ7c5xWpqFnf6npViEtdO1CytwJIhDMSJWUbUJVgAwHJ255IFPnk8+1u8XN1LHZpm7t71iHmU/e/d9EAGSrL/EOMirjGzGkdYScEDI7fSvJdf+Gs0+rX2s6/4jZ9LhTzTIwzNsH8GPur6DHUnpXpWjyyS6bGJXLyRM8LOerbGKg/iAKkuTYX8c2n3IinV/3csD87uOnPX8OlaSjzIbR8xWj6Q+u+ddRyQaWr7vIi+eRlHRMnue56dfpXV698WNY1BUt9KRNLs0wEWI5kIHQFuw4HArvv+FPeFTMZM3+wnIQTgAew+XNdHpXg3w5orB7DSLZJAMebIDI/5tmsY0polRaNHSb4appFnfhCn2iFZCpGCpI5H55q5SZ9aM10otC1BcHCp7uKnPFVbo/LF7yCmMfMx8vav3n+Ufj/APWqVFCoqrwBwBUS/PcHjiNcfif/AK1T0AJ6mn2v+o5/vH+dMPANSwDEX4muPG/w16gyUnAJ9OawZcXksodiM5wR2+lauozi30+aTvsKj6npWVARNBDIvcc1lgo7yEibS7lp45IZTmeBtjkdD6H8RV+sy2Plao6AY82Mk/Uf/rrTr0RhRRRQAUUUUAFFFFABRRRQAUUUUAFFJS0ARzzw2sLT3EqRRJ96RzhV+pNeX6n4m1DUtU1vS9UuY7DSkkezRYIy0u9v9W7MOik7fmPHOK1PilrDafp0NsW02WKRTJLaXqsWnAIA2Y7gnPUHiqfh7wxZ3uhnUbpoJf3OLQSMLgIU5G2TgugPGxgcetYTbb5US3rYh+Gx1OXxheXepxKr3GnqrFO7RSLEdx/vfKf51h299cab4rufE97LeCa2a4+1xyxlVUtuSBEyfmzx06DntXSyabf65rN4b37T9nmhdIIX5iSV0G4JyOjbsHrtOK6hLdJtOfTr3TkaK3jEcSmPb8jDadmBwQMjikoyaFYh8HeKV1/SrQXbwrqj232iSGLoE3lQcdjx0+nrW2srRymJwOOR71W0Tw7pPh+28vTLFLcOo3vyXf8A3mPJq/cwLNH0+ZeVNbRvbUpbGcX2NIcjJbbVt2DXEnoq81mnIWUMeVIb8jTba5Lm5bJwWA59KoZsZCRAA5yaeXAXrWc82Sq5+7yKddTbLXJ4O05oAtae2+zDerN/OrVVNMXbp0Oe4zVukBZQ7kB706oIWw231qevFr0+SbQgpKWishENFFFIZFcSeVbSyf3VJ/SuetXC3BA7xVsavJs05h3dgorCiyLgk46Yr08FH3WxmjCCEUdhVuHmqUWMVYWRVwWyvvXcBYb5gRjr2rKsYktXuIo8BFkJUDsDWlNKY1DYyvqKz1H+kzEY+bDcfSgCznDj3p4PPSogcuM9cU/OHFAF1ThaQEk9KAPl5ppJFAGat7cz3CCF41dwWSNyAgUMRhu+TzyOBir1jepexll4IGTg5BHPIPpwfeq8+mW90pVl25JycBhz1+U8Z9xVm1tvs24+YXYgLnbjAHT8felcDA8Xz3NvNpLgSRWQuV826t/mnRsgKqrkZDdCRnjtVnVrBtU1+1gimeFYYt9zJHwyruBRVPZjg8+mfasTx9rGr6T/AGe+nXywtNffZyWhV8AoDkZ6Y9sVoeEL57nw22qajdeZPdP88uApO1QAAB6dqzveVhXNfUUWz0dbSyQQeay20IT+AucE/UDJ9c1PPpdjc2sVpLao9vEAI0PYDp/KsP8AtBPtVmZXkupYrrfJ9mRptqiNgoO0YBBIB9+azvHOo6nd6NDZaG8sV1POElimiaGR07hS2BjPXnODTulsI7ddpT5SCvbHSqWqaTb6tbNHKWjlCkRzR8Mmeo9we46EUttfWpDQo6gQbYyVHy5/ur64P86ug+1UMytB3rprW8uFvIpXW4A6CRjuyP8AZOQR7Vnpcrc31lBAFEtvII2fGORy+CQCcjP51qSDyfEUTA4F1bMr+7RkFT+TMPyrQ6ngZIoQCjpS9qrPe2sRG+eME5wNwP8AKrAIIyCCOxHencYGkFDdKROaYDm+7VS4IKwluiygn6YNWn+6azr4sLMhepkVfwPBoAuWu5oVc/ef5j+NTZGcZqmZWLiCI4wPmYdhVhNoGB16E0AS1LEMRD61DU8X+r/E1x43+GDMrxFIVtI0B+V25/pWRbXBtLaGTGYnJV+fun/CrniGQurdghUZ/WqNkPO0qcKMskhIB7jitcPDlpoDUmdUvLS4XkOdhPb5v/1VqdenSuRa4NvaCQZNuGDY/wCebjoPoa6i3l82FWHcA1uBNRmkpu4h8dBQA+iiigAooooAKKKKACiiigBKWmEinA5oAjmjVlLCGOSQKdu9R+WTWL4hvZrLQxezQYWOQLLGrDayMdhz9N2ePQVv9a5/W7a8vdI1DTYLq2a5uRhfOB2xqx64HOeDgeoqWtAKcWuzXesz6PpsMtsIUSc3UyYieJSFwM5znOCR71vtc7oLd1UG4bdtwOAQPm/T865zSdO1e2gtGu9Skd23RgRDYqRgFuF/vEgfN0xxitGSO3thbTK7ZcLGzkEsucfdPGM55x9alX6iRPYPLd3jSMHUIeSSVJ9sf3RitV5BGRnoTist74W7qlvPHKmeEbJZjnkZ9fTPPXNacoDwkEdRnFUhmfqNsMPMvR0Ktj+dYGmuxtZHYkl5M/gK2bm5kjtpo8jG09eorE0wsbC2X+JlyaoDRhYs49WNP1WUiNYwePSpIohEQx+92qhfsZbwIDnAJPtQB01oNtnCo7IP5VNTYxtjUegAp1ABnHPpVoHcoPrVWpoD8pHpXFjYXjzAS0UUV5giGiiikBi6/LgW8fuWNZULEys3vVnWZfM1JlJ4RQv9TVSzy0+PrXtYePLTQzSt235API5FWJV3R7WH0NUFc22oRhhhJOOOxrTfMb7c/K3QGtwK9rP5kT20n3l6Z7ioLdSt1KrE8Yx78VHqG+2ljuI+qkZqSNw9y0qY2SRqRntQBYU4lBxT1P74DFRE/Nk5p8PzTn2oAv54ppIoOcdabkHqOlAEVxdpZxCaQMY9wUlRnGe59qtxuHRXVgysAQR0IrmdRtp1uVdmuLgPJ5iFuUjOeBtA7DNbNjF9htSZWcFm4QuXxk8AdPyx39qQHFfE7/V6P/2Fk/8ARdHhuy+36PpWlyFREQZnAHzhdisMHtksBn0BFc/8QvGOn6jf2WnWREs9rfCaR94EQIXbt3d/cjj61s+H9btoZLBJ4pLLVdJs/KubWZlAuYMffQ9Cy9QOuCRXPdcxN9ThvE3hLxDa+L4tO33F2bmQCznGQpH4cLt7jjGM17HpXh6HSdNhtdV1GbU5GHkh7tsqd38Cr6cd8msax8YyeJNdQ6TYyTWNq7NHIwKGRthDLnohwcjd1xiusSS11iwljUnAykiMCrxN/tDqpFVCKTuIpaXp9vpmrS2qx7gsXmWrsclI92Cn/AT09mrbrD0iWS/n/tGUYihg+zq5wBId2XcY428DH4+lR3mtNeTGw0pTNOwyzKcEL0z/ALI/2j+AJ6aFFq6nA1kyAbhZWrswz1dyNo/JSar3U88tpLhjNNGB+6ZtqsWB24wOmQR+FWP7KEWmlWdprgP57yAcvJjtnoMDb64+prK/tC6httyxqpjYRtMw+YDjJCn60wL0UODKJGUK6bFTbgoMAEbgOe/NWdKe9coJMi1SEKp2ghyDjOevSsoabJqEEl67M821tsSn+LufpjoK6eEMIIw/3goB/KgYp6U1ac3Q1GhzmmBI33azrxzHaSuBkoQR+daXaqF6hNtcL2K5/lTAbbDy4hnmRjuY+9XF+UZzk1Wi8pQMMHf0BqVY3kYPIfoM0ATqdwz0qzFgRAn61V3AcLRdzeTpcz552kD6muXFK8EvNAYN63m6U8uSWdy3/j1VtEl23ssBIxIoIBq3Kv8AxJcdMJn61iM72l3bXSklFYZx6GuiKsrAWph9nuLizdf3c6kc+vt+da2hXBewjUnLINh59OKbq9oL6yE0R/eL8wI61j6Bduks0L8MHyc+9UB2ecHrmkYZIpiuDgg/hT884oAUfep3amdaUHmgB1FFFABRRRQAUUUGgCNutKhBY+vpTWznrSA/OeMUATVk6pbmOf7erAARCJwc5+8NpB9jzWtSMFYFWAKkYIIyCKQGP5UsEkrT3DyuIyHaTaCqkcsmO3t/PuyJ5N9qbi4WS1kyhJXYFIGRk56Ht61Sv9P1VpILi1dYVaMRywzfvyuSSwUHp25+tW4NLvZbF7K9dJoCVIVh93GO/wDFyM8gY/CpAabzTl1IIboeWJUjjjUbgZBk9Rngbv1NbbDeuMnpwao2eiWlpEqeRE2xtyllyQ3rk9+n5VdYFTnIxTQGJqbFIpgeoQ8468VRsQBLjHyoMACtDWgXtZQgO4qcVkWUoV2AJHOaoDcXmTJPP8hWVAPPvJ5fV8CrbThIJZM5wtM0+PYLZCOSwJoA6ccAD0opB0H0paACpIT8xHtUdOQ7XBrGvHmptAWKWiivEEQ0HAGT0HJoqtqMvk2Ez99u0fU8VUI80kgOUnlE1xNI3O4k0tv8kkbY9qrMTlyBwatRA+WpB6V7sVZJDNC+tRcW+5GIdeQPerVtIt/piPkbgMEjsR1psSebGHVsZHNVdPk+y6jNavhUk+ZfrVATf6yBopeRjFZtg7RTTWz9Yun0JrUkBikbjIrMcgasWH8UWP1oA0uuR0+lOteZZCOmcVCrg5FT2h+QnHJOaALhJpveg0zPPSgAnu4bOHzZpCiZA3BScfXApl5Ct6kcZmlSJ1di0JwTlcdfoTWJ4tLDTIHS3iuGS4VzHL9wgA5yQRgc1oXsq7NIvJQYrdZPnIO3yi8eEJ9Bk4/GpuBzF98OPCFhbmWbTL2Ry+yKG3leR5SegA7Z9+B61QtfhtoyRy6peoLeKMjZbQXBlVCGwVkfqxPQhcAdK9M8qQE/6Q+e/wAi0iW4DqxcuVJKrgAZ9eBzUciFY5fVAk1vbQ6Hpptp5ZBBb3ZVoNvqVUYZwqgn5hjgdaXWfD/m3NoqapfzXs37hBMUZGQfMzSAKNygDODxkitmA/a/ENzNncllGsCYOcSP8zn642j86WH974ku3P8AywtYo4x6ByzMR+QH4VXKFiG60o/2fcmW/v5wsD7Y/MEajCnHCAflUGmWOk3ei25W3VDBGqtMmUkDhFJbePm7g5966Aggcrx71zGmq1hd3GmMwT5fJRmGexMTe+Uyv1TFFgLcOpS2aebcTG60/dt+2FcPCc4/eAdVz/GPxHerUWmRm4nkmSN1bPlt944bJJ/UflU1hZJY2EdquHVVwSQPmJ68e9UoHOj3JsNpe1lRnswT9wgZaH8ByvtkdqAL1pB9lhWPf5hBJLEYyT7VcrLsr3zWVZZUaWRyAqLjb7f/AF61B0poY1ulRRnkipWqBTh6oCzVPUhnTbk9D5Rq2OlU9SONOuM9NhoAowxR28aLCpZyASSavQiY8uwHsKjgiRFBDZOKnOSMYxmgCROXzVHW5QLOOIHDFixHt0/nV1AVUDqaxtYYtcoufuqB9c8/1qJxva4Fhk3aeyHvHj9KxRb/AGjT9gP8OCK6BceQF5+7WTYgLLLGezGrAn0a4Nxp4RvvoNpz2rHl/wBD18Y4Ewx+Iq9aA2GtMhxsn5Hpn/Jqr4jUxPHcLwUO7pQB0tu25A2eTVoHByaydOm3xgBuK1ffr70ASenvQOvNKppp4oAeKWmKc0+gAooooAKKKKAImznrUbZz6e1SSdhURyOtAFlTlQaCMimxEFe9PoAbs70YxTqD0oATkUxixBDLxTwwzxQelAGfPEHOe1ccpNtqM1uTyp4z3Fd95Y2k+tcR4otja6hHeghY1GJPoSBQBPNITaBCeZHC1p2f/H7CPQ5rBSTzJ7ePOcLvOO2a3NMyb8Z7Ke/vQB0Q6ClpB0FLQAUduKDxQOlJq6sBbHIFFNjOY1PtTq8GStJoTIax9fkxbxxj+IliPatiua12UtdOqtxGAorbCR5qgGQATE57j3q9bRk2/JHBqiEcRFjjmr+nuWDRMBntXsjNCzwBgk8e9RarAGRJ4x+8jOR70qN5chVkI+tWmCSxkeooAjWUXNssygEkcj3rKndjqUYYBR5Z4FT2xNjdvC5Jic8expt7AF1CGRXBGGUj0NAE4wq59ulXLTiJT6iqMh+T+VX4BiMfSgCYnI6frTAfmxQxP50wd6AMHxeiSWMSG2uppC3S3hZyR6EgcDOM8j1rVjK2dhZ6TbWyXE0kGDA5wiqR8zPxwuTjGMnOBV1Sc8HH0rE06aZ9WvpLGKJtQkkYTTTsdkUSOVjXA5J4Jxx3NQ9wGWiay1vKdPJjghkaNVWdZFk28HyxIuVAIIGWxxTJdUjbTZrmW81q8RVOFS0MEe8HGxigB+8cHmte0uH0oQWV7axQRM22KeBy0W4nO07vmQknjOQemaj1TTpk07WTEQyz4uI4lHIdQC357QfzpAWLC0tvDnh8R7VEdtG0szIMb3xlz9Sen4UaZaE2sst2Ve7usPdDOcZHEfsFBxj6nvTNdmS48NT3ERDRSJHJuz1QspP6VmTpe6RrarbQCRWLMhVQBcR5LOJGJ++vVeCTTbA0buGw05Ylj+0wzSMVhis3bfIR1AUnBA75wKxmGp61cAR2ZElsxia6ndYgy5yVymdzBgCGXgEfWrtvqMTS3eporXUk8ws7KMHBZQoOB6DJZmPYD2q8lhqLoDLq0kDYx5VpCgjT2G4EkfWgQlrqMkEiWerGGC6KZWVXAjnxwducYbplT655FLr5VdNLBgt1G4mtVH3mkX5goHfIyD7Gq80LSXtpaaukNwvmFrWfywA7bSGjdegYjPTg47EUaHpsC3ly5LSC1uWgh3nIRBtIA+gOPwHpQBBdxWkj219EhWK4RWQx8bDjIz7HPtjNb1i0rWiPNJHIzDcCi4AHp+HPNYGlaebzQbdZLl/JJfywFHypvbGD9MVvWVstpAIkeRlHTe2SKYyc9DVYZ31YPeq7HDgVQFlTxVPVmxpc59sfqKtJ04qhrJzpkgzgEqM/8CFABBjaOSR9asRjL5zx71VQbECqATjmrSHCgcCgCbOX46ViamN2pAZ/hBrZU456mse+51hsjjy1FAFxT+7A5OBWRny9RkHZiDWqrYQZ9OKzLkbb1GxyaAH6nDvtVnjz5kJDj8O1QakRfaSswGcpzWmp3RYP41lhfL+02hOVJ3oPr2oAg0S5LW8R/ixg10sbnOCf/rVxekSeTcXEB4w+5R7V10TghT0yKANBc44pW6fWmqcqOvSn8Y9aAEU8596kqIcfnUtABRRRQAUUUUARSjg9c+1RDheAM571O3Sq5GWI9qAJouMiparRgiTqTVmgAppTdxk4p1FADQgXpQTkhQaGbavvSIuOvegBxHHFYfie1jn0m4EiBlaJgR69/wClbtUtVj8yxbjOD/8AW/rQB59pFwswkmUlecKB2HYV1Oh/NNNITnGFz+tcy+nNpwXYuFkGcevrXUaDG0diGI2NJljQB0KnK06o4zuHWn7qAA9KP4KaWHSgNwaQFqA/ugPSpKgtzw2anrxa8bVGJkJOASeg5rkLzdLh3/jO7PrXXOodGRs4YEHFc/eaXNBGgTMsS8ZA+YD3Fb4OcYt3AzXQiEDHJwcVNbqGcZBVuoIpzY2qRx83bpUyRAOpIHIJGO9emnfUZbHzjDEbvX1oRsDkYpVQFB0z16VHIGU8/nTAhv4VkTcGO4c4rl3nuE8YRwu58qWEygZ4z0NdRKjMuVzwKwp40Or2sp++gcA+xxQBsMcuo9604jhKyo+Zk5OBWmhwlAAxyeM5pB93nimg8mlXpjPNAEqYJxWVHF/ZHiyW5c4stVRUDdo7hc8H0Dg8e4x3rUjB702eWwupzo91skkuIDIYGBO5AQCfbnHfOelSwLlzbxXdvLbTqGimUo6kdQf61U0S4kuNJgMr75k3Rs394oxXd+OB+dc9qs97oDRWi+JdscysYUuLBrmZVXGcMnXGRyw/Oo7Sbw5bSQ2kl5e3F+gRRNFbzK0W4ZCjaPkzuJIPJzk1DlqK6NaVItOSfT7k/wDEpuQyrIP+XUv/AAN6LzlW6Doe1WtPK6hpq29/EklxbsIp0cZG9Rww9iMEezGufsv+EXNzNbLd6hdod0cyypIYW8vOQ7BQrY5zkmte00nT5Y01HSJ7mzW6jVw1s+FdOq/IwIHXjgdaY7lTT8R+JntWAHlPdNGBwPnMbAgf7p/nXSCuL8SeXpd5FeLrbnVEUOkc0O8FFzywjXKryRuPGMirEnj20s7ZH1HT7yGdoROEtwtwjx/31dT9z3YChSS3Ea3ie4itNEa5lYr5M0LqQMncJFxgdyeRj3qvYWmsSWDwTJFYieSSWaRZPMlO9iSFAACnBAyScVnza3b/AG+3uteuILWFEFxbWMOZ9gPSeZ1BA6/L2GSck1r3XifRrK8FpPehJCqNnYxRQ/3SWAwM9smhtN6AakcUdvDHDDGqRRqERV6ADpU6ZqFuBUiEkirGOPU1Vc4k56VZ/iaq0gy1MCwhz0rH8RMP7O2sWw0qA4+tasZ/CsbxJL5VpGR1M6AfrQBYt90eFBJUDqauKemSB9azrYfKOSRV0yxxL8zKPbPNJtLca1LIwR0B+nFZNzg6zIen7tamn1aKFQUguJj/ALKgD8yazor5r66Nx5LQ5+XY7AkY+lRGrCT5UxuLSuzSUBkGcg1n3aZCuMkoavcbeBzVV/mZgO/PNaEk0TKVU+1VNRiKyJOgBK9fpVmH5U24xj1pZ1EkLqR27UAcnIfs2tjjCyAj+tdRp82+JRjocZNclq4aExTY+aJs/hW7o9wsiqR91gCPyoA6hSNg5qUY7darxsCob8KmBB6elAC/hk5qQHiowc96eOlAC0tJRQAtFFFADGz6ZqF+MkDJqc4qI4w3p6UARxSEt1q2DxVEEb8Z6VdU5FAC0UUUAFFFFABUF6M2U3+6anqOYboJB/smgDEudP8At+mIqEJMpGx2GQOans49kaR71ZlUBiOh96k2tDpbkkLhd2TwPrVKK7sYkVnv7Ze+TKoA/WlcDdjUKvWpOtYB8SaFb53axaFhzhZQx/IVWk8d6SCVgWec+qpgfmazlVhHdlKEmdNgY7ZpqofOJyTkY21xtz44nKlobRI+OCzbv0rHfxHqV8+JLpgjcFUAArCeNprY0jRk9z0jTtQgvLq6ihbd5BVWPYk1o1xXgost7OByrRc/geK7WvNnUdSTkZ1I8srENFFFQQeS/FXX9S0bxBp0emTGL/Ri8iBQQ5LYGR36VFovjjWZIoxqGiJKo/5aQSbG/wC+T/jSfEcJL43j3jIS3iXH4k0nmFYBsVWx23YxXRHETirI3p0+bc7O18S6bKoWWSS0bGcXKbQP+BdP1q40omXfEwZTzuVgRXCxyhkGWjCH+EMW/PirNvZwDEkDSW0nXdbuVz+HQ10RxtviRTodjqZZJlXCucd+1Y0jMdRRmX5gpPy9hVC71nU9MjZw8N3GMkrMu1sf7w/wrorSyc6BFqciqs12IpAnXy1Iztz3610wxMJbGcoOO5LajMgOa0s4Ws+1GST3BxVxmOMYroMxc9u1PQAjmou9SKaAJIxk1UtNOuE8VX2qTCPyWtYra3w2WABLPkduSKuR/eI71ZUcUgMDUNBfUvE/9oXV1cW9pDZCGFrW6MT7ixZ845xgD8qy9P0jVbXxDd3rwFxPdtOssetFVKAAJuiA+bgDOT3rtHjWQYdAw9/yrNTRgA4LQbXUqwSALkemQc1DgmTY4+w8Pa3a+H7ux8kxXUtpLEJTrReJpJD8xEWMLkE8112iS3C6esd3bWtmkCLHGIrsTBlUAZJAGKeNLaNo2ja2XaOWFsM57YGeKVNJWPO02xyGD/6Oo3Z/H6UKNh2MHWNP1karqk+lNGTqMMSpcLeCF7coCMEYO5CSDgdelRNpOtWUupJZCyuhqFrFC15LcBPIKR7GJQD5l5LADHNdBFpjxsH8y3DkDeUtwN2Px+lRro/L5+zHJ+UC3GBz355pcgWOfXQNU0sajp2lfZLi31G3it1u5rgBoVSPy2BT+MdWAHc803/hGNX8jVdJjht0sr9oYTdvcbmW3iRVAEYH3jtPU8ZrrrWxit0wUiLbiwZYwlW6agFhrYVAB0HA+lPiNMboKVDhsVoMk/jP0qCTh6sH7w+lVpuDQBIg54rkPiBqMmmabaTxwrKTdqoDNgA4PJrrojkfhXL/ABCs/tXhK7lAO60eOcfQMAf0NZVpOMG0NbmXbajd3VkHmncMBjZF8q/41ZtL4oRuQKM9azdEYNbgHnIHSrtwu3JUHFeJOpOT1Z3RilsaktyjxcHrS2iFVVif4jWHFO6NtXB/3lNb9ojvao2MjJrpwP8AE+RFb4S6WK4bkioJD+83D7rDP41PA3mxFCRuAxg1UkDRsVY4r1zjJVY8AnI/lUjEFCFP4GqgkKjnnipN25MgcigDntcjOxwRwRUPhy63RqHPzRvtx6Ve1fa8RBOCK53Q5jFq08Rx8/zLQB6dEw2g8Z/OrQPGcDBHPFZ9jIHiToDgDNaAOVA6+9AArH6+1SDOM5qIcdcmpFYUAPOTRRmjNAC5pKKKAENQsuD9anJ9BUbjIJxmgCtwXzxVxT8oqoc9c96tR8oM0APooooAKKKKACkIyppaD0NAFS8t/tGmSwYyHi2/pXzRPpsltqE1tICxicr83pnivqJBlV+gryLxhoywTwXyoAJC0chx/EDx+lcmLT5Lo1opOWpyNha4xwK37dRGMAc1WtYD0UVpRQhBkjLV4zbe52WEkY7ORzTrRWaQKASzcKAOpoMZZgACWPFd/wCEfDTWAF/eIBO4/doRyg9T70JCnNRRqeG9IbTLItMP9IlwWH90elbVHX8aKs8+UuZ3IaKKKAPH/iCQfHOPSCI/oabbOrRgEDpUfjw58e3P+zFEP/HaS0GUHrVPY66WxejiBYYAFXUbYvvUUEeVGetSyKAp46Vmb7GJrDvMggQ/NKwRfqTivVdUiW20URKMCEIo9sYFeY2MX2rxdpEBHym5ViPZcn+leq6rGZtJuk6kxlvxHP8AStaWkkcdeV2YVpwDVknkVVtj8mT3FWM9ya90xFJ5qRM46n8KgJww5qZWz7UwJ4R82f51aB6EdaqQnJI9KtLQA8A8c0AHPejPNID9aAHGmUuTTSSKQAaAQpppNJn1FMCTA9aXApowB900cehoAHzjpmhCc49+tIx470iMc45oAnPUVBNzUzZ4NRTAd6AEh4NNurNNQ0+/snGVuIWiOfcHH64pYsA9antD98991c2KdqY1vc8j8PTulqiP/rE+RgfUcGuoUiTGa5+7txY+LdWs1GFFwZFHs43f1rctzmOvGZ3Rd0SiBc5HFatk5jthnONxBxVFdu3nrVyHw/Le2hu7TVLu0uWyoUEPEcdMoR+eK6MLUUJ3ZnXfulhZohKhC7T0JxgmnzwJICyNkjrkda5G01vW11i80++tra4W2fyzPb5Tew64B9+K349VhWFnuY5bUjqZVyMfUZFepGvTl1Oble454HGWxgH8agLmJxn7pq0J45lDQyLIvUFGBH6VXlmxnd19xxWqd9iTN1QDy2B6GsLRbH7Xr5jQ8rDI4x7LW5euHjIK5qXwXBGNflZVwPIYc9eoqKsuWLYGppc2Yl9fWt2IbkyO9c/GotdQuLcDaqSEIP8AZ7fpW7bNmMZPNVF3imA/YSc5pw4PBoJwcYNNyQc8jiqAlHSlpqnIp464oAKKKKAEprAYPHWlOaQ9D/OgCq4x0wRVmEnaKgkBycDipYDhRk80AT0UUUAFFFFABR2ooPQ0AC8AVzHifTku/D93xzBL5w49Dg/oa6YdKrvbiZLmBx8koKn6EYrOpHmi0VF2dzydUSI7UBz70853BVBLHoByTSNG0UzQEHerlCB1yDiu/wDC3hg2G2+vUBuDgxqT/qx6n/ar5/l1OydRRVxfDnhWO0jjvL9Fe6PzLGRkR8fqe/tXVUUVdrHDKTk7sKKKKZJBS0lFIZ4341+bx9fA/wDPOL/0AUlio29af43H/Fc3+OvlQn/xyoLAnZkmqex20tjchIwBTp22p9arqxXBzTLif5DUGrE8M/vfH1gMcKsrf+OH/GvV3AKkHpjH6V5b4DXz/GryH/llaux/EgD+ten3MnlWssn91GP6VpFao4qvxHMwkCNcdhiphzyarxf6tRUy8V7q2RAMSSAKmB4zmoC/7wcVMKYixA2DjjpVsDpiqMP1NXQRtHWgCUZHalyc+tRjGcd6AQBnmgBxzTCDil47E0n40AMIoAAPTNKRkdqYeDkEUASqcnkdKf8AhUKnnGalBGKAEbp6VGpwetOJpgOGoAsscxg1DKNxp5OYs1EzYIPtQAsYwx+lWbQAQlvUmqwO1WPfFW7dStsgPpXFjX7lgZ5n4ziNv4285Qf39tG4PqQSp/lVuymV4wQcjvT/AIiRiPVNJuMYDRyRE+4IP9TVDTpBtA/OvLZ2U37puqQUyK6bRpFj0oSN91WZj9Aa5WInA9MVsXM5tvA1/KDgiGUKfc8D9TSRNbZHH6G/mSvM/LSuzk+uST/WurTDRelcvo0YSKMcYCgV0qkeX3qepvbQw9S8PWdxcfaEVra5PPn27mN8++Ov41DBaaxbttGrC5jHRLmBWP8A30MGtx1yfemMAIyOOe9aRqzjsyHBM5671KaJG+02cZVR1gYn9DXR+AYkuoZtXRSsUg8mPcMEbW+bI+uBXO6yipaPgDGDXY+AITB4Ns9wwZGkl/BnOK3eJnKHKzmqxUQ13ZHq0LBgGkiyw+hxn9atWLZTjkYrI8UyeV4hsWxwYCv/AI8TWhp8nyjjOa9LD/w0ZGnu45NNJyOv6U48+maj55AJxW4DlJ9QakB54qBTkdvxqVSeOKAJKWm80c+9ACmmEDHenYzSY3f4UAQsPenQ8HHFNf5T1xmnR8t3xQBY6UUUUAFFFFABRRRQAUn/AC0/ClpO9IDO07w1ZWupz6kw8yeSQvGG6R56/U/Wt2ooTwealrxK0eWbQNt7hRRRWZIUlLSUAQ0opKUUhnjvjslPHd0P71vEf0xVWybAFW/iMDH43B5HmWkZ/IsP6VQsDlARVPY7Kfwm0pGzmqV42Iic9BU2/wCXNZWoTjyyc8CkkaNnWfC6DzLvWb4jgeXAp/Nj/Su31qTy9KlH9/CfmawPhnaG38GxTsAGu5pJ/wAM4H6CtTxHLtjt4v7zlj+ArajHmqJHFJ6mZEflAqQHnNV0PCgCpa9oTH55zUyngVXAyetTL0oEWYgcZq2ueBjNVIuec1aQAc0ASHpnA+tLnnt9KTnb0NAznHNAATxnikyDSknrjim45oATnJxTTnPalOcik6nOaAAAg8kZqYHioQcEZFS5BHXFACHr1qM8HrTm60xu3AoAnBBhIqFwCBU8eCjVXfJGAKAF3YhcjnCkmtFDuiUjoVB/SschmikjH8SmtS0ObSLj+ECuDHfCgOP+JluX0G1u1Gfs10pPsGBH88VymmTZ2nPBr0/X9PGq6DfWPeaIhT6MOR+orxrSLgkKrDDDhh6Eda846aMrqx3Vu+5cZ4q34hfy/h7cAfxSKP8AyIKybJyQB+la2vru+HN2SPuuG/8AIi0iquy9TE0ogqmPxrpI8MnHGa5TRZdypXVxAFM8GszoI5BjpVd34OKlmIHANVWODzTJMLxE7fZGRMl2+UADueBXp2kWv2HRrG1Iw0NuiH6gc/rmvP44ReeJdKgK7lNwGcf7K/N/SvTPw61fQ5K71scV42B+3W7r95Ycj/vo1Pos4nt43HLAY/x/Wo/E0iXOoFV58tAhx69aoeHrjZcPbk9Dlfp3r26CtTRidkjdzwfyoJ9uTScYB/TvSF85rYCPd1yTUqOMfSoWfBGF+ppQ21846mgC39O9LUAkyPxqRWzQA49RUbfSpDUbg+uKAI2PIyMUqPhsd6a2RzSrye1AFkdKWkXpS0AFFFFABRRRQAUE4ooIyKAHx8SD3qxVRTgqatnrXl42Np3EFFJS1xiCkopKAIqBSUoqRnlHxUjKeI9MmHR7Vl/J/wD69YmnkbQK6r4tQ/Jotx3EskZ/EA/0rktOPyjjmqOqk9DTdwiGue1WZmQRRAlpDtXHqTgVtTnKEVT0CzGoeN9JtiMoJhKw9kBb+YFUhyeh7Zpdkum6VaWKD5beFYx+AwaxPEEm/UYo+fkj/nXSE9T3NcnrL51mbnoqj9K3wmtQ5mRRn1qXORVaNt3Wp8Y5r1xEg4GalUAA1ErZHFOyTx2oAuQgdulWs4APWqkOcCrqcjFADg+BxRu5JzTRkHjFKQcUAL2PamkcHPNOOaYScUABGcHgVFj2FKCcnpk0jfN6Z6UAKBz3qcAHiqwODVhSSvXFABjJqJxU2KY3AwKAHQN6ZNRSFgx2mpITjikkUHIOaAI4yC+TitC2/wBSB6Gs+IfMQKvWzfKy+hrjxqvTuBPnHPevFvE9n/YvjO7iRcQzkXEfoA3Ufnmvaa86+KenZi0zVEHMbm3c+zcj9Qa8o0pO0irpswkRcnnFb2vPt+G9978f+RBXGaPM2FHTFdT4kkx8NZufvTBf/HwaDepsjndCb5VyfSuxtv8AVgc9OtcRpBKhfoK7Ozc+UDWZuLcDDVTlars4GMnqay7iTapqkIseGEE/i3eRkQ2zsPYkgD+ZrvJJFijaRzhVGTXGeA08y51O6PJBSIfqx/pW/qszM4gB+UDc/wDStqMOeSicNV3kcpeF5bm5lQYLymTB9+1ZkU32bUIbkcDdhh6DpW4/yX6Kc4lUj8ax9St8SPjgHrivbiklZEHoEOyeFWzkkUNEQOOlZHhi/F3YKpPzxnY31AFb/aqAoFecHPWmkEMRzViaLODioGU56D86AHBzino5yOeKgDMAc0Andn2oAvDPXvS7cDkVAjjb1NLkg8UAJJgNjAoXj7v5UMNy8j8c03GO9AFlOOmKfUcZ4HIxUlABRRRQAUUUUAFFFFACDirecgGqhqyh+QfSvPxy0TEx1FJmjNeeIDRRRQBDSikoqRnB/FZc6HYNj7t3/NDXD6aAIgea774ojPhy04/5fFx/3y1cLYY8lciqR0U9iecnyyTV74cW/n+M57g8i3tWIPoWIH9TWVeyhUxXT/CiEM+s3WOcxR59uTVdB1Hoeldq5DVz/wATe5I9QP0Fdf14rjLljPqNzLnrI1dWBXvtnOJbgnnFWSAO1MiQL+NPOeOa9QBM8U5T7YpucA0Dk0AXYXGAM/hV2LGOpNUIsBQeOlSpN83GaALZI/8A10uTUSuTwRz+lSBjmgBxPHSmGnEk8E8U0jgdaAGZUHNNyuDk8Z7U1wM8H/69R9R9KAJFf5vukirEfIzjFUw+OxqaGbnBPFAFj3pH5HNICD0NDAjvQA2PAbrUj8SdM1CCAancB15J6djQBHlg/CgZ745qzanDuD3ANUkXDY3Pj61Yt2/0vGeCvesMSr02BerB8Z2Rv/COoxqMvHH5yj3Xn+Wa3ulMkRZY2jcAq4Kkex4P868RAtHc8U0eXcEPY9K6nxMxHw8gXON13j9a4uyVrHUbiyfrBK8f/fJxXXeIzv8Ah/p/PJvuv51R1TeiMnTl/dofYdK62y3CNcc+tcro54QH0xXW2q/dPasjo6DrtiIyRXP3kwCkVu3zfuyc4rkdSd3dIYVLSyMFVVGSSapCbsjv/A1t5Xh1Zz965laT/gPQfyq7OPMklkIHJP5DircFvHpekR2sP+rtodin6Cqts6y26epHNejgY6tnnt3bZhXV5ArqAMuDWfeSCZSAM8V1cum2sqkGFSfXFZ8ukqgIjXA9MV6Qjn/Dl0bPWfKY4Sbj8a79TkV55qljLbMJYwQVOQR2ruNJvFvtNhuFP3l59j3oAuEAiq8iEcgVZpjqCM0AUTgEnIOaQgBeCfapZFxxk57VGcKR3J74oAElAXBH41MkgI4qEpnpTShHORmgCdpBg/NxTQ4IH5ioSCCOn0pUOAc/nQBchOV4xU2ciqsTtwRgVYUnHNADhS0UdKACikPSloAKKKKACpojlfpUNSQnqK5MYr07gS0UUV5RIUUUUAQ02SRIYnmlOI41LMfQDk06mSxCeGSEjiRCh+hGP61KGeDXHifUvF2rS3F0QtpHuFvEowqAnv6nHetC3UJGBkfnXnkd5eaPezwxPtMbtGwZQRwcf0pz63fyMWadskY4OK6XTvsVGryqx2GpXMSfKWXceAuetdn8KLpTNq1kjIygRyl0bPzcqR/KvDpJpHYsSd397PNel/BiYjxFcRAqgNs+4DrIdwI/KlKFkEqvMe3Sv5cMjn+FSf0rioAWO7scn9a6nWJhDpU5J+8u0fU1zFsxMBXviuvAx0bEXAwKADrTHbAqAKUbbnPHXPenLub71d4EoJPvSYycGmc5wDT1BzQBYgGTgniraw88HiqkWc8VdRiQBk0APRMDkmn8ZFIA3qfxpR1oAdtyfSmsOOuTTj9KjkOFPy0ARt784qMkYPX60/8AOkY8YoAiGAeAT+NOBORjFN+o5pwAOMUAWIpDnH9KsMMgGqKgq2dxxV2NsrjIoAicAN2qccqMHmopEz0pYjhDjqDQAF/ReR1zTVbbcoe9OY5J7ioif3vHYVM1eLQGrRSLyoPrWJ4n8TWvhvS5bp2jkuE2iOAvgux6fQda8BqzsB5Rr7InjbVDEfk+0sf8f1rp9XzJ8NrJ/wC7eZ/UiuRt2OpGS6Uo8zuzuD1BJJrsr2Nz8KQXBVornOD/ANdAP60zpkrJGVpmQ6kjjiuxtQBF9e9cfo2ZGRRz0zXaRABMe1ZHT0KWpMoiYnoBWX4T086n4p+1MT5WnYkx/edshR/M/gKta3MEgbnHHWt7wPYm08OrO4AkvJGnJ77Two/Ln8apGNeVo2Nu/wCNPuP+uZrBs7oRQkucANit7UOdPn/3K56CKOWWeFjwTnPpXq4H4WcSL66jAesq8dqmF7Cx+8K5q80idCfLkPtWbJBqNqN33h7V3DOxuYLW5jIcqM1V0aM6beS2mSbd/wB5GT2PcVy6azKpw5II7Gpo9YczKx5CnpmgD0EHNIeRWbpmopdRgbhmtLcO/SgCGRMjr+NVzhepxV1hnoM8VWdRn8OlADFYZwKJFyOvPrTRkt6CpMNt+8fwFAEDAgc5J9jTcA4Pb0qV8jqx/GoPM5xgbT/eoAniIAz0+tW42BHBrNXrzwD0xVy2YHjnPvQBboozikzQAEcUopKQUAOooooAKdEQH+vFNoQ8g1lWjzQaAs0UlFeISLSUUUARUdCCO1FFSM8p+I3gDSLbR7zW7GGdb551Zh5hKtub5uD9a4XSPAGo6kA87rbRY6sNzH8K908Wosnhm7DeqEfgwrmbeIrGGRsDHStVN2NqNJSepwB+G7Ry4e9Lr32pjNdLo2mJ4bu4LqzhIkjYZJ/iHcfiKu3d2IicuQR71C18s0XD5I9TScm1qdPsYLY7HWr+C/0m3lgfKljle6kDoawonKgncRgVQ0uTzpLnnjaBitGEDBXgnFerhFamjkmrPQkicu3BJq2BhfvZNQwxhELtn2FKW3HH8q6SBep+7x9alj64x+lM4C42gUqON44oAsrlGyoAFWAzNznGfSoMlgMJkVJGGIyQQKALEatwS7H6mplU9cmoo+w54qZMg4wB70AOXJb72aa4Y9ORU20+mRUcgOOBx2pAV2Jz90UwsM5INPZd+c5B9KhZH5Iz9MUwEZwOmeaUN2xmoGYg/Nu/KhXz/exQBbVgeM4qeJ8Hnp7VnsWTDA5WrMMqygdM0AXshkI/nTIxgkdM9qWMg8GgjB+lADZcKSADSR8ueKW4bCggEmmxTR45wD70AaEbgRBmIAHUnpXjfxLMmrX6ahp0HmQRR+VKw5MuDwceg6etdv4x1eSx8PrDGGRruXy9w7L1NctZz7osN09K8arDkqM1pw5jzrTZsTL5VwImz/y0YqFP1HI/EV61ci5HwnuEvCpmS4Kkq6sDiUdCvBrh9a0Oxub8MoMLv1KdM11c1r/ZXwqhshL5hlvW+Yj72X3H+VZSsaT57JMq+HmKyHPfA6V2inCZwOlcXoYxIoHeuzbi3yT0FYdTpWxz+qJ9uuYLJW2G4lWIH0ycV6PbwR2lrDbRDEcSBFHoAMVxXh+1N74jE7IGhtlLEns5+7/Wu4q1scleXvWK+pSLFYSlj1+Ue5Ncv5pi1DdtO18ZrV8SMTbQICQQ/mfl/wDrrLYeagYfXrXrYJWp3MDZCxzxjkg44qrPp7MD82R2yKignZIhnHHGadJqgibDp2612AZd34fEnK4z9KyZdDuomO0kj6V0ja1CeMcj2qNtYhI5HPrigDEsWvNPmDc7ehB712VreCdQxZQSK5q41GJwQMH8KbbagsZzzx70Adorg8ZpMrk9KxYNQLAc4+vNW0uwepBoAnfhgwNOVsqKhacHnaSfpxUfmHvkZ7k0ATSADryfc5qJzg8KOnpSFgO/tkUhxnPJoATcTyD+XFLHN5b/AHvwpu4Y+7TCuTwmKANNLkOoIH6U9ZGNZaOV45+lTrL05GfrQBfDk+lLVVJk7Nz6VMHBP/1qAJh9aWmqRTqAEPSgcAUtGaTAnU5RaWmRHcv0NPrw6keWbQgooorMRDRRRUjMDxk4Tw5KCcbpYl/8ernIJCLY9OlbPxAl8rw0vBObqIfqa4qW8MVkTnHFaLY6qDsZXiHUliZgCN1UrO/PkLu4Y8msi6eS8vXkYkoDgA1TM8kMrLk/KTxTSNHI9F0RnaOSUH75wB9P/wBdalsLgz7im1c/NzXNeENRW6tXtWP76Jt4Hqp6n866yQNDG2RgEfeJ4/WvXoNezRyz3uXfNDnaGGB79amjKqM85+lc7Lr2kWAzcanaqw/gV9x/Jazrj4j6DCWMK3c7eqpgfqa0c4rqRdHbExn5WxuPqaTcofHl4x3wa82n+K6mMpHpG/0aabB/QVnyfFLV2GIrOzT3IZj/ADqHXghcyPZI5eMEY/CrCFXGA3ze1eCy/ETxFK3y3MMQ9I4R/WqknjLxHMfm1e4H+5hf5Cp+sRFzI+hhkZ4Y4qVHVsckV83P4m15x82sXx/7bmq51zVmPOqXp/7bt/jS+sLsHMfTwX+7uJpCM5HzA+hr5i/t7WEORqt6PpO3+NPHijXh01q/4/6bt/jR9YQc6PpkHKjBYMO1NEsg9iPWvm+Pxn4kiOV1q9z/ALUmf51cj+IfipMZ1Z3/AN+NT/Sn9YiHMj6BfLoSEBx1GKpeaiHBUDH4V4vB8UvEsL7mmt5O3zQgZ/KrY+K2oyNmbTrN89dpZc0/bxHzI9f+0iJlBTIPuDT/ADUJyAR35ryuD4qQ+V5dzpUhHYxzDj8xWtafE/RGUeYLyFh03RBh+hqlWiwuj0NbqNcAvyKtiaNyHzkVxtv4/wDC93GC+owo3/TVGU/yrStvFfhxv9XrVjj0MoFXzx7jujoyscgK/Ng+lMFsqg4Tr3NYd3438N2Ee99Wt5DjIWBvMY/gK5u/+LFuQV07TZJcdJJ32A/gOal1IrW4XN3x6ok8LTOwG6GRJF/PH9a89tdSEcY3mjWvF+t+ItMmtDDbRQtgssSnLYOcZJ4rnnj1Aacl49rcLbMSomMZ2Ejg89OtediJxnK6Oim+Val/UtRL3KyRnITqK6m5vo77wZosW4b/ALTNMV/2RlQfzNefWzJLKys+COMf3q6O0cxabaQMCGRZNufQyMf55rlZb1Oj0kAzKeAAR3rsG+a2A46Vw2kyMQMDBzmupfWbG2iCzXCB0XLAHJHFZ2bZu2lubHhC22afPcn708pH4LkD+Zroq5/wvq1hc6dFbwzoJQznyyeRz+Xf8a3+tOzPPm7yuY2tsv2iBG6GNs/pWcqx7SFOBVjVZFk1Uru+4gX+tRxxdcHcOucivawytTRI2OPerKD/ABetOa1R1wQSRUqw55FPEDqv3ufWugDPk0iF88c+oNVG0ZM8MSK29pUfMwA6VBKh/hcHjrQBjHSlQ53ZFH2ZE6jJq9KZVA5LZ9agZJn4Vf0oAbG/l9/zq0l03TIqt9kuM8qKkWznHUKo+tAFxZjn1qVHIODmqaxujfM4Ax2qwrDA+fP0oAsZOcbsevFPHHbH4VAhXJyWb0qZFz8wX5fU0AO2Ej7xP0pywk+ue4xRuIPBA+lSrIx75NADUtj1J59MU8QDIOAB6UeYI13SkKPVjgfrVK78R6LZAm41WzjHvMpP5Ck2gNHy0xwoNTAIBgLXMN4/8MYIXUvMP/TOF2H57cVSl+JWmoxFvp97cL0DZVAfzNQ6kV1FdHb/AEwKcCehrgz8SomQ+XpMyuMgb5VI/Ss//hYmsNISlvYLGOxR2P8A6EBSdaCDmR6b+tNfbGpaQhV9WOBXj+o+Jdb1B8vqM8EZ/wCWdudgH9f1rLuI5NQs5oppppAVwGllLc59yah110Fzo92ifLgJhlPORyKsVz3gnUV1LwpZSBsvEnkv9V4/liuhry60+ebYXuFFGaSshnzL/wALV8a/9Br/AMlYf/iKP+Fq+Nf+gz/5Kw//ABFcbRXZyR7GV2dNqXxB8UavbrBfan5sStuC/Z4l5/BRWc/iTVpEKNdkqe3lr/hWVRT5Uh80u5fGs36psE4288GNT1/Cqxu52JJk5PoAKhoosg55dy5Dql7bzRzQTmKWMYV41CkfkOTz1NFzq2oXmftN7PMD2kcsP1qnRTFdj/OfGMj8hQZXIxkf98imUUCHb2xjP6UeY/r+lNooAeZHPf8ASjzX/vfpTKKAH+dJ/e/SjzX9f0plFADjIx70m9vWkooAXe3rUw5UVBVhRlR9KQAAWPFWVgGM0kMfNXB92gtIq+RnkCk2GrikDtUmxW6AUDsUdnrSqgU5GM1dNtkZxTDb47UXCwkaZwB3rVt4QAARmqUMeGHFasIwAc9qQ0jW05FitDJgA5OfpXqdjYrD8PfsjrgPYOWUjOWZS3T8a810Gym1PUrfTolB81gZD6J/ET+HH4161r10un6BdypwFi8uMe5+UfzrmnLWx0Sd0kjwrS9Kkiii27Qz4JK8tWtqkMeladpVzKCkb+dESe58wnr681CdB1G0mL6XceeuzJWQ4wPrWZ4k1DUZLTTtGu0UNDmbyzzlnY/+y9fpQtXqaVPdirF0yXd3plzdWOPs1syCd9+0gsxCmMfxdOeOKuHw1qOrbbtY5XMm3zHvH2Ejbj7vfFWPDej2thHHKqF53UeY7HOT7V2sTnbjmpnNfZKhSuryOVm8JXuneXqOlTx/bbd1kS3WIBDt7ZJJPtk9zXrsLtJBG7jDMgYgepHNczE2B0rW0+7Il+zP0K7kP06ilzNkVaaSujnL3UrD+3ruOW9t45lkw0TyKGHoMZ9K04EjlUFGVs91b/CvIPFVzBqHirVLlVV0a4O04zkDAz+lZkWAwCl0PUbGIH6GvUp17RSscnMe+iIquMEHpRscDgn8cV4na3V5bYMWpXkYz82yZv5Zq6us6wR/yGb8gdB52O/WtfbrsHOj10oTnOfpS+WCvJP4V5G+qamR8+q33t/pJqvPeXbOVOpahj/r5f8Axo+sLsLnPZfIA67/AMjULxdQuT9TXisgldvmvr9uT/y8v/jUMlurL/x83hbHObhyP50vrHkPnR7RJLDCmZZo4/TdIB/M1nTa/o0B/e6nYjHUGdc/zrxmaxidiCsjEdnJNQy2EMQ4jHbJx3pfWH0Quc9aufGvhuA/NqcLn/pnlj+lUH+JOgIp8kXU3OMrAQPzJrzA2sYHKkU+CEyBlAGwcKfTB/8Ar1DryFzM7m6+KUqswtNH+UHAaaXGfwA/rWdJ8SvEEhzHa2cIPTgt/M1zA+aNX5zkAgCpVhIXOPmA6+lT7WYuZms3jHxVdOc6mYhjOIo1A/UVHJfavfY+061fSeoEpAH5VRRfXv71ZXIX0/rS5pdxczD+z43+aR5pjjnzZGP9asw2dtFgxxKuO4TmjDEghSQeOD0pcN3J7j2xUiuTLg5BHBHXHWlRSGORnPygfWmwq5IHJBqwineM8+nOPpQMkjjdcBsAn+97en508ptY7gCAfzoCOyFeBt554qQRZUbjjaQOe/8AjQBWOPMXbkdiM4/L1qSCTy7ghowF3Y5PJHrT5YSuWPzEZypNRxBFBDK2WGArdMUAdz8MpUgOp2RYhjIsiqTweucfnXoWa8o8ETSJ4st0GWSSKQE+4UmvVc1y1VaRpEWkpKKyGfGtFFFdxiFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVbQfKn0oooAsx8CpQTjrRRSNEHJ5Jp6Eg8GiikBcgJYgbjU7Q5yaKKABYguOKtwyK37s/TNFFBSOh0LxFceH3cQLFvuCFyyZJAPTPYV3V5dN4g0Y21w6qpKu5VOuOaKK5p7nXSiijp+kRkzwiZwgxkjqPYe1c/490G0tpNO1eOV2nmJt9pUYIUEhvY9qKKlGlbZD9G5jQY47V11pEFjyRRRUM0HGQliBUGp3ctjpz3sQHmQKzDP0x/WiinH4iKnws8ZADtjkZIHFWIkVHXOWHQUUV3nlGpCqAbQTkgYBHFEkBGMENjr2oooAhETOuSdzE7Rn2pWifzMZwQRRRQApiZMkgEDrk+tIIY3ycsAo9eo9KKKAIfIiX5+SG6CoJ/lI5OCOfeiigRUeT5Sefm6Cq6jyydo6hs5Prz/AEoooAI5jjGTyD+lSrKxUc45xxRRTAmD4bBHsauQS/JlQOODkdqKKAL0TK2FycseB2pxGSwGMe/fFFFACxHaM4xxng9qtAZGWA+goooGSxlDksDxSx5eMn+Ff0INFFADZAwUsemcf41Ra4USmNnYBRwuM8Z9aKKAN3w1dva65YyqeWlVGH+8cf1r2CiiuWtuXEKKKKxKP//Z", "path": "003469.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003470
Men Tshirts
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toenTqc6TNfaCKqzw57VOj5PNSMARWZqtCnZ2iq5kYfMOlXcGoUfYT6dzVFNfgfVJLGO2u2MYy0/knyvoG7mgZR1CIi8O7oaIY09BS6tfwpcRgQySb+GZcYUepzUMcwV+Pun1qWikWnjXaeAKks4jP5MQGd9zH09jmo3OYyK1/C8KSXRZhkwpuH1PH8gaumryMq8uWDZ19FFFdp5IUUUUAFFFFABRRRQAUUUUAFFFFABVLVEL6ZcgdRGWH1HI/lV2o3RZI2RhlWBBHtQCOSglEyLIh4YZFWwRj0rnLG+FleyWE+QyOY/xyazPE2o6rHeBbcmKBRgsBuH1Ncb3PWi7rQv+K7zRomgGowC6kT95FHnIBHf61zGteLLS9sWjSFpmK8wyDIx/Wljm0yO3Se8a5vn2lGkeJgpyevShL7Qod7Q2MPnSDG5h0H9KdkaKnPczNC8SWLTJBLGlqi8oBwi13ljqNvOQsVwknGflNeeXsmn3OcaOzqo+8oKL9Oe9GjaBqVpex3cMUlrbswPlebuKrUtIGpLc9IvJQIjuOK5XUb9nVooshFUszDtUeua/tnWOEhl24Prmsx5DPPHbQEk3UwiIA7ZGaUVqTKelj1T4caf9h8NMWGHlnc8nsDgD+ddjVDSLWO106NIzlWJcn3JzV+u1bHkyd2xaKKKZIUUUUAFFFFABRRRQAUUUUAJXL+OIj/ZMN0o5t5gSfQEEfzxXUVU1Gxj1LT7izlJCTIUJHUZ70mrocXZ3OF0zUo7oGMMTKM8VyOs6jraX8xeU2tsWwrlCQv5UWrz2HiJrCYFLiDKSHPGQev4jn8a7OCFJYpQ580SHlWHQVxtcrPVUlJI4b7Jp19cSb57i7nYLgKpBHH9aUeHrAW8ifZL2SR8k7sjaPyrdvLCOCbG5onHKTIcGs+aN3jZZtRneM4ypkPzD0NUm2dCpRa0OO1Gy0q2nMKQ3PmKMMsTAnJ9+lavh7TdR0u6W4neRbYruZXbO32NbFjpcUsyukKpEmCiY6n1rQ1qVYLKVAQWAAIqJSvoZyhFPQ56fVRfalLHu/d/wnNeseA7Z4fDUU0n3rh2k6fw9F/QfrXh/h60l1nXbfS7UENcS5ZsfcUdW/AV9JW8EdrbRW8S7Y4kCKPQAYFdNKNjz8RO+hPRRRWpyhRRRQAUUUUAFFFFABRRRQAledeLYZLLxhY3a4SGeEx8LgAjn8+a9FrjPiFbs+nW12isWtHMvA/h4DD8ufwqZK6NaLtNEFpdLMo7MDgj3q+zBIyzEAAck1xdrquwedHjBYOx9u1atxeDVdFZfNMLMPm9q47HpXLEviPTYVUCdXZzhQp+8a46/13xFcsJbOFkhBOAoHzfhT4vDup6bOs0Udo8ZB2zOpZl/CpvJ1XLteZlz9z7OQB096pFxpuS3OevLPxHqTR3EoMTdAm8LgfShPEWr6NHHFqOns0YO3zgOtauoreT23lQwPCxX5p5HyVH+yBxnr1qPT/DAu1a4vZp5QQAgdzj64odhuk1qdHFqUUlhHcg8SD5QeK6jwGWmtL26cctKIx9FH/168x1lntpYLGNh5SDKtnGMDnNeweErFrLw5bCRSssuZnB7Fun6YrSjHW5xYqenKb1FFFdBwhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHmfjm0bTddt75E/cXjgM/ZJAP6jH5GrdmoeQuW3ZUDaeR9a7DVtKtta02WyugdkmCGX7ykHII9wa4GyEmi67JpV9IRKo3Rttwsqf3h/X0NYVIa3R2YeppysuX5jsE85hiL+JccVzNx4n8OeYyk2+/GMEV3LS2V5CY2KMhGDmuPvvh7odxdG6BbcSTtDcVnY7Y1WkJYRwarItxuV4h91E5H41szkIjLnDbeKr2gsdLtvs8C7dvU+9c74g1pLRWmWUg9G+bjj2qGnccp31ZyutXMcGpSSgbWUZOfXPat/4dae95eJqc6nyY22w5P3m7sPp0rE0fwxeeKLv7ZfbodPL7gOjyD+gr01fs+j2OYkWGC3TIA4CgValYwau7npKgKAAMAU6vmeL4v+JYfELTJf+fZCTi2kRSpX0zjP45r6N0+9i1HTra+hP7q4jWRfoRmus81qzsW6KKKBBRRRQAUUUUAFFFFABRRRQAlFFQXd5BY20lxcypFDGNzu5wAKASvojzf4geH5bnU21bTR/p0OA8Y/5bLj/wBCHaq3hLXIL6FkaUb05dGGCv1zXVPeQ6m6XsBLQzqHQkYJXHBxXHeJvCrvcSappL+ResP3i/wTD0b0+tckmnI9KCaikzV1nSINZhIWZ4267kNcY3w6kguPNk1SZ167QTx+tZdx4o1bSy0N9bTxkMBwMqRjnpS3PxCWSFWXd5wOVUcD8fWhK2iLbO1tGtNMtQqMzMBgs3Y1x/iDUpJZTBbszzTHCIOck/0rGtNW13VpGS2hZi3WRhtVa7Lw94d/s/NzdSfaLx+shH3R6D2pNKI0+bY2/htoMek3aTSgPezZ8x/7ox90V6vXmseoyaRaXeoxIskltC8qo3AOBnBxXSeD/GVj4u07zoB5VxHgTQsclfcHuPetqUrqxyYilL40tDp6KKK2OQKKKKACiiigAooooAKKKKAErP1aMS2DAgEZGQe46f1rkPiZ4rv/AA3aWcemyLFPcFi0hUMVUY6A+5rhvAfjDxPr3iG4tdV1F5bOKPOwoo3En5eQM+tROVkdFKhJ2n0IPENvd+F7ySAA/YbgH7PMedv+w3uO1dDoV7BLYpuIcMM4YcV1uoafa6pYSWl3CksMgwysM15pqOiar4QkaWz3X2nDBAY/vIgO3+0K5WzuSPSkTdANoGCOnauF8S6hqmjMzwWbSR/7JJArT07xtZXFlC0boflG8Z+6fSrX/CUWV05QBSDzljVJDU2tjjtE1fU9XuljubEpF1ySRXYzz+TGPlJIA+6M4FZOqazYwKz7libcNpH8Wazf7V/tSaKysCZp5/lA5IQH+JvQChxuNzfVl3RdFPivxhuwTp9tiS4OODnkJ9Tj8s17UBgYFZegaNBoWkxWdvzgbpJD1kc9WNaldMI8qseXUm5yuLRRRVGYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAlc/4s8Pw69pJjZjFcRHfDOv3oz3x7HuK6CuF8e+Lv7D1bQdMjfaby6U3B9Is7cfiT+lJ7FR3R53qtp4r0SZw0DXcWRsltwTu+q9qz5vG18IyktlcpODwChG0+le1Spxz1FZF1bR+ZkIuT1OK5mz0I6njlnqPifUbhza2M0jNnLuu1R+JrpNJ8IzG4S91uZLqUDK24H7tG9fc13Atx2FDW/sazlJlpdyKMbVAUAD0ArzP4neLjGP7CsZvnbm5Zew7L9fWun8beKF8NaSwhYG9mG2If3fevBnd55nmlcvI53Mx6k1pShfVmVepy6LclgbyyD3FfQXws+I2mNottoep3CW1xB+7gkc4SRSeAT2PbmvnoVIkhTocV1HAz7fBBGQcg0tfLnhP4ra94djSyDx3dkp+WG4ySPUBuo+nSvafDHxS0DxGUgeQ2F63HkXBADH/AGW6H9KBHdUUZooAKKKKACiiigAooqOWVIo2eR1RVGSWOAPxoAd+NeN/FnXppr3+yoXIhgUFwDw0h6Z+mRXVeJPiBa2cZt9IlS5umO0yDlI/f3P6V5Hr00t/czzTSNJLJ8zMepNcleqvhR9Fk+W1HL21RWSTtfuexaTALbSbO3U7hFAiZ9cAVdkiDpyKzNAuVutKtpQ2Q8anP4VtADFSlc46l1J33MO4sY5OGUH6isqbRLOIl1tog3XOwZz+VdS8WGqlc2+RUscXc5uO1CkAAAdgK0I4tq1Mtr+85FTyRBVpJFSl0MPVpRHpd6p+68LqfoQa4D4Za02jeIrSZ2KwSjypf909/wADg10/ja+FppDwq2Jbj92n49T+Vee2R+zupXjHSlKXLZnqYHC+2hJS2eh9XxyJKgdCGUjIIOQafXzxpHjzVPDrSNalZ4mwWt5SdhPqPQ/SvUPDHxM0bxCUt5T9hvTx5UzfKx/2W6H6HBrsp1ozPExmV1sM3pePdHc0UZFFanmhRRRQAUUUUAJQaztV1rTdFt/P1C9it07b25b6Dqfwry7xR8W47q0nsdFhmi3jb9rkO0477V6/iaTdjSnSnUeiOc+KGtrqnimdYnDwWqiCMr0JHLfrn8q5PRNWl0XVoL2InCMPMX+8vcVWkcyAk1WY8gCspansRgoxUUfSWnXtvqVlFc2sokikXIYVNLCsi7WAI9DXhvhHxVceG71Vdy9jI37yMn7v+0K9ytrqG8t0nhcPG4yCDWTiZyVjidb+HtjqMss8Be1nfkvCcD8ulc1N8O9XiOYdWViDxvjPT3r158EVVkXNK7RFkzylfh3qNxMrX+qhlH9xTn8M16B4Y8O2OhWRMEQBb78jcs2PU1eO0ZBp1xN5Gi3LKcFYJGH/AHyapSu9RSVkM+HXjtPGFnPb3OxNRtmO5V4EiZwGA/Q13YFfH/gfxHL4e16y1OMnEb/vFB++h4YflX13BNHcQRzRMGjkUOrDuCMg10o4KsOV3WzJqKKKZkFFFFABRRRQAUUUUAFFFFABRRRQAUVXuru3sbd7i6njghQZaSRgoH4mvJfF3xkSMPaeHFDHobyVeP8AgC/1P5UAel634k0jw9bedqd7HBkZVCcu/wBFHJr5u+IHic+IPFU2pwh1hXaturcFVXkfQk5P41j3OoXeq3xuL24knmkOWeRsk1V1BC8z47UDW59PWN4uo6VaXi9J4Uk/MA0x4MnrWD8PLrzvAukq7ZKW4TOfQkf0ronPPBrkkehHYjWAZ5NVr6SO0tpJGICqpOT2HrV9eleUfFfxYgVtAsZcuf8Aj7Zew7J/U1MYcwTnyq7PNfFesvr2tzXRJMIOIgf7vr+NYeMVMwJpAhNdkY2VjhlJyd2MUZpWGMKOpqTARctwB1piAuxc/wAXb0pkjgDVyOXIGeo7mq4XinDigD0Pwn8TNb8PFIDN9ssl4+zzsTgf7LdV/UV7d4X8d6N4pjCWs/k3mMtazHDj6f3h7ivlNHIORV22vGSWN1d45UbckitgqfUGgD7IpK8c8F/FvCx2HiVyT91L1V/9GAf+hD8a9UuNWsLWxF7LeQrbMMrLvBVh2x6/hRsCTbsi8M1Bc3lvZQtLczxxRr1eRgBXnmt/FKJA0Ojw726edKMD8F/xrzrVNZ1DV5zLfXUk7dgx4H0HQVz1MTCG2p7WDyLEVtZ+6vPf7j0rXfila226HR4ftMg486TKxj6Dqf0rzjVvEeqaw+6+vJJRnIjHyov0UcVlnPrTGrjnXnPc+qwmU4bDaqN33ZPA+GU1JMwZqrxHgH0NOYnNYHpWO28D6yIUbTZW+6d0XuD1H4V6HBKsiZUgivBluzZstwshjdDkEev9a7DS/Hvl2ubqykEvbYwGR6nPSumnUsrM+azHLJyqOdFXuelSHJqtLzxWFY+IYtVshcRkxtkgoSMjFX4L5ZcKxG6tL3PFlSnTbjJaotJHls1S1O8hsoWklbaoFXZphDbNJ6DNeY+JdZa4kZS+fYHpSbsjbDYeVeajEwde1B9W1Fp5OEQbY17AVkE/NU0r5zio0jycmudu7ufXUqKpQUI9CN87GNN2/NuFWJEwg9zimKOKEynHU6nQvHWvaOFSG9aWFeBFcfOuPTnkfga9H0T4rabdlYdVhaxkP/LXO+I/j1H414rGKmH6elawrzicGJyfDV1fls+6PqG2u4LuFZraaOaNxlXjYMD+Iqc5r5o0nWtT0S487TruSA5+ZQcq31B4Neh6V8WlMJTVLE+eF+V4WwrHtkHp9ea64YiEt9D5rFZHiKWsPeXlv9x6ZeXtrp9q9zeTJBAgyzu2AK8r8TfFokNb6Cm1ehupV5Puq/1P5VxnivxFq+uXCz6g+2EEmCGM/uk+nqfc8/SuUdiSa0c+xhRwajrU3Ll/qdzqFy9zdXEtxO/WSV9xP+A9hWdI+aGqImoOuyWiHCQngmlK55qJjjmpEb3oGOwCMGu6+H/iw6fOul3sn7lziFm6A/3a4WgjI46+tS0KSurH0oJFkTcvSoJGxXm/g/x6kSJp2sS7SPljuWPBHYN6H3r0R3VlDAgg8gjkGoaMHGxGcMc1DfNmykiIyHQofoRipR1qvenELewzUiPmYRfY76a3P/LKRk/I17F4Y+Ld3oFjZ2WoWi3dikQWORG2yIBxg9jXkGpMJNavpF4BuGx+daa/NYw55wzA/oa6UzKNNTjZn1DoHjvw/wCIdqWd+izt/wAsJvkf8Ox/Cumr40V5Ld8qcd67bw98T9f0bbF9r+0QLgeRdfMMegbqPzqlIxnhbfCz6VorhfDHxP0fxBMtrMGsr1uFjlI2ufRW/wAa7oYqjllCUXaSFooooEFFFFABRRRQAVjeIvEen+GdMa9v5cDkRxj70jegFQeK/FNl4U0prq5IeZsiGAHBkb+g9TXzZ4k8TX/iHUZLu9mLu3CoPuxr/dUelAFzxb411PxVftLdSlLdT+6t0b5Ix/U+9cuzFzTS2aVetNAW7NQJFJ+tY97qD3d+UhJWMNyR3q5O0rRGNW2KwwSDziqUVosWWA6UWGdBoPiPUNCvYZLe4kMS5QxFzswevHSvoHSdTS/09JyQvybmJOABXzYGh82BIjk7QZPZtxwPyrd8UeKLhNJh0W3lZItu6facb/RT7Dr+NYzheR1UpqNNtnf+LPixp2nJJZaNILi6IKm6H+riP+z/AHj79K8emuPtUryNL5jsSzMWyST1JrHJLt65qaO1yOSR9KuEVHYwlNyd2XvLzS7MVXWDA++//fVOEQH8TfnVkCS/M6oOnU04LilCYpaAClpKcKAHClDc0gFbnh/TILhpLu6XfDEQqxno7Yzz7DjjvkUpSUVdmtCjOvUVOG7F0jS5LlRcXBaK27Efek/3fb3ropLp2gjt1LLBFny4txKrnr+J9aZLI0rksfbHYCmYrzKteU3bofd5dlNLCx5nrLv/AJBTD1p2KCM1geuNppFPxSUgI/MWMYbOSeABk0PPIVIih59XOP0FS4pMYpoVrmfFbyPP5ly++RT8uPugewq0zbcYDHJxhRnFSFe9MdSBuHUU7pvUlQ5U1EnsdVktd7IW2hsMOn44r0Pw/N9siWUt0GSTXmyBGiIUAZ61YbXprLQ2soWKvL8rt3C+n41rCVlqeNj8BKpOMo9dzY8X+N5bqQ2OnSPHaoSrSKcGU/4VwZeV5N0cjBu5PI/GpFheY7jnb2q1HbhamUrs66GFVOPLDRDIpnPEsJH+0vI/KrayQkffA+vFKq47UuKhs7owa0uQSMrzIqkEAE8UijBxU5AzUZXD5oQnEcuBUhHFRsMYNSLytItdhw5FJyKI+QRSkYNAmroliuGRWQgNG33kYZB/Cq93pyyxNc2S/KvLw5yVHqvqP1FOIohuHhmDoxUqeCD3raFRx0PPxeChVV9mYjGojW9rFjHLbf2laqFGf38YH3T/AHh7HvXP5rsi01dHzdSDpycZbjuopAdrY7HpQKGG5cVRmSq3apQKpNJIgH7vd9DTXvLjGEhAPqTmgTmkXJtiIWYgD1NbHhfx1eaPIbcKbmy7RSORtPqp7fTpXGzJczvukYk9gTwKj/fwMGGR9KTVzGU23tofR/hvXLbxHZyXECPE0b7JI3IJB6g8dqk15mt9PuHT73lnH5V5X8N/Ea6frqLK4WC7HkyZPAb+E/nx+Nevao8L2z+ZjGD1rNqw7Xeh81eSTNKZAdxck5rRtYzNA0K/eHzL70+/Vf7RucDA8wgD8ahVniO9GKsB1Fa30KiuUfNCxQEr8wqtml+23Mg+dgT64pvU80CdmTwzvGQNx2jtXrPgj4ryWXlafrbvNb/dS4PLp9f7w/WvIh1p6mmnYiUIzVmfYdtcw3duk9vIskMi7kdTkEVNXz78M/G02j6mmnXcpaxnYAhj9xjxuH9a+guorRO55tWm6bsLRRRTMwqte3kOn2M95cNthgjaRz6ADJqzXG/FK4a3+HeqbTgyBI/wLjP6ZoA8F8WeI7rxFqUt9dNy5xHHniNOyiuZJJ61NO25AfeoRyKYxKevFNAp3QU0AMc1E54xTyajfmgAVgh3E4C81lzzPdTs7klmOas3022MRqfmbr9KjtIsgue/SgLiwW+3DHrVkUoGBS0gEFLRS0AJSd6WigAxT1FNFOB5oAkC8cDJ9K7gWi6fp9tarjdGP3h9XPJP9PwrmfD9sLvWIFONkZMr59F5/niupupN5Oepya48XOyUT6fhzDJzlWfTRfqQUZpufmxS55xXnn2I6m0tL1oAbSEU6koAQGjik70uKAA9KQjII9acaaeOaAKYfypyvaoVja5lMr/dqzLEGdm7dCfQUyFhNwn3F/WqM3a9mx21eAo4FPApduDS4pF2ExSEUuKMUDExTWXmn0hoEw27kx3pkZIOO4qRTimSDY4bsaBeYudkoPY1McMvvUDjdFkdV5p0Um4UwXYVjtQk9qhX7mT35pbpsYX1pehA9BTRnLVluwuBG5jkG6JxtdT0IPWsDUbI2F/Lb5JVTlG/vKeQfyrTBwadrcYnsLW7HLITC59uq/1rooS1seJmdG8VUXQwKUdaXFFdR4gppnWnU3tQAwrTXQFSKeTSHpQSytGWgcMvH0r05vGKXfhe1eWUfaAPLlz3I7/iK83ZaicMQI1PUjik1cTbWxd3meWSb++xYVBLIQSoqWXEEQRTz0FVPrQDYoqQUwCpVFMmwClHWnheKQjFA7E0btErOpwdpxX1vpNwLzR7K5Bz5sCPn6qDXyNu+RR68V9S+CJPN8F6Q2eRbqp/Dj+lXE5MWtEzoaKKKs4Qrz74ybv+EAl2/wDPxFn6ZNeg1yXxLtVuvh/qynrHGJV+qsDQB8uyZ2KKaq8VYaIsAfSoyMcUxkZOKQ/WlbrTe1AATxTGp1QXDlIiR17UwKJzc3Le36CtADaoAq9cy2K6TaWdsvmSxsXaYx7DyOV9Tzz3xjg81RFABRS4ooATFLRRg0AGKTFOpDRYAHBpufmpe9RMcSGkB2HhKMLBf3JHICRKfryf5CtCU5APoTVTw0dvh+Y/37g/oo/xqw5JDCvMxLvUZ97kUFHBxfe7/EY7bXVux4p+fn4qCU7oSRyV5qRXGPMPTbnNc57SZMOlFRoSwye9SikUFJTsUhFADcUUpFGKAEzTH+6acelNYZU0CZWuFMto6BsFhjOKjsrU2wYs+dwwParCrlB9KkAG3GKq+liPZxclN7oQDigigDAxS1JoJijFLiigBpFNIp9NPWgQ2lOJFKmg0wnFMTIzK8Z2kZxSIwSQY+6eRSud4/2qrLJlindSGH9apGTlZonuGDXQTHQCpAQWc9s4qsWzeyMedvP9KsoMIo79TTsTF3bAirJXztGvYsZKoJBz3U5/ln86rkYq3pwEkrxEZ3oy49yDVU3aSZy4yHNSkvI5nFGKft4o213nyozFMPFSkcUxqAI6QnNKetNoEFRqub+I56AnFPqFyReQH1JH6UEMkmbfKT2HApAuaQDLGpAtACBcU9etAFOAoGPVlH3hxTmQFN68r60zFLGDDJ5mC0R/1iD09frQFx9soeSLPRWYn8Oa+m/h7/yI+nZ/ut/6Ea+bYY1jnJzlNxK/Tj/61fTfgu3a28G6TE4wwt1Y/U8/1q4nJivgXqdBRRRVnAFZfiKw/tTw5qVkoy09s6L9cHH61qUUAfHZDNJFGByxwfY1HOoRyB61uajZGy8W6pbuu0wTykL/AMCI/rWDdffb60xldutNzxQTTaEAuagmG+VFI4HNTU0gbiaYCUtLRQAlFLRQACloApcUAJTTTjTTQAmarz/K4btUzHHNRSkNGeOaQHbeHM/8IqHHQ3L/AMlqy3I3Cq/hYZ8JKh7zSEfp/hU47g15WI/iM/QsmVsHArlhHIR2bkVG0geHYvGGwR6VNPHvQgcHqKp9W3gYP3WFZJHpSbRqqOKcKjjbcgNPBqTRDqWkBpc0hjTSU4000wGmkNOprHNADB0xThTe9LQIKWiigYUUtIaAEpDigmmk0CENRMcU8tUEjU0ZyZG7c1WeTbdxv2KNmpWOTVG7f5kjHVzjPoO9aRRx152jct22X5PWRtx9lFaSDq56AcVTs48ruxgnAA9F7CrjjIEa/U0nudFJNRTYz+HJ71a0ttupQ/7wqs5G7A6LT7V9lyjDqDmhGVZXTRlzReVPJH/ccr+RxTMcVo6vEItWuQowrPvX6EZ/rVA16Fz5NqxGRUTCpWqNutMlkJ602nmmUEiVBNxNA3pIKsUjAEcj3oJaGqOTUgpoHFOFADh1pwpBThQFgq5ZEeaARkdx61THWrNt/rVoGi9Ha7tWSyTnaQq59z8v8xX1RaQLa2cFuv3Yo1QfQDFfPXg+x/tD4jWMRXcomEr/AERc/wAwK+jB1rSJwYyWqQtFFFUcYUUUUAfN/wAQLb7N8S9UXoJQJB/wJAf6Vwtz1P1r1L4w2wtvG9jdjgT2y7vfDFf5EV5ffALM6+hpjKdNp2abQgEooNJTAWikpaAClUUlOWgBwFI3FLmo2PNAAxqJmoZqjJoAcWqMsp70hJphHekB6JoaCDwzYqBgsGkPvljz+VK4wxxUttGYNG0+FuqWyZ/EZ/rUbcj6V5FV3mz9Jy2HJhoLyREetUrxChMienzD+tX2FVLg/L79qhHZNXQWNyJBj0ODV/NYFqSl8ioPllPP+yR1reBpSVmTRnzJ36Ds0u6o80A1JrckzSGkByKDTAac0hpabmgGJS0lLQIWlpuaM0DHU0n1oJprGgYjGoy1OJqNjTM2IzVXds09zUDGmjKchjmsxJTNdEsMBcqAf1rSf7tZAJTUHX1INbU1uedipNSj2udLbHKZqx90FqrWpygqw3IArHqepH4URH5Uz3NJGdsgNPfk4qLODTRjMsa4pL2tyAMSwhSQO68fyIrJrauB5+hSEjm3kV1PseCP5flWJXdTd4o+YxUOSrJCNUbCpDTGrQ5yIjmmEVK1RmghjaSlooEJilFJiloAcDTh0pg606gYuat2I33KKehIFU81e0w7bnf2QbvyoEek/CaIT+N7ycAERwyEH0ywH+Ne414j8EgTrV+3X/R+T/wIV7dWsdjzMV/EFooopnOFFFFAHg/xtvY5PEVnDGQXtoBv9ixzj8sfnXmOojdOzjowDD8a7b4wxrF46uzHxvjiZh77a4hG+0WGP4ojj8KYyjSU5hhsU3NACGkpTSUwCiiigBw6UZxTc0E+9IBS1RsaCajOaABjzTaWigBCKfBCZ7iKEHBkdUz6ZOP602r2hIH8QaerDINwnH40MqCvJI729Co/loMIg2r9BwKp1aulZmY9fWqgrxZO7P1CklGCiug09PeqN0cA1dkOBWbeP8poiVN6EWnfvNQY/wB1Sfx6Vt9qxtFGbidvQKK2s06m5nhtYN+YygGgnNAFZnQPU5oY0DgVGzUwFzzRilUcZoIoEJRRRQMU00mlphNAhTyKYSRTs0x+lMGNJNRM1PBqNwRzQZtkbGoyOKk4PWmMMVRk9SNhxWTdrsv4nH8QxWu1Zeo8PC3o+K1pvU4cWv3d+zRuWZygq2cY54qhYn92Oau8fjWT3PRpu8Exhb2/GmfXmntUtrZXN6+y2haT3A4H400jGpOMVeTsizZL9ptri04zLGQv+91H8q545BIPBFdrLoz6Pol1fNJm7RAUx91CSB+PWuKYkkk8k110VaJ87i6sKlS8PQaT70wmlJphNbHIxWphFLmighjDSUp60UCEopaKAFFLTaUdKAFqzuFvp0r/AMUhEa/1/Sq6gsQK9K8IaHYTadFeXNus00bnZv5C+4HrSbsD2Ol+DOjTWNrdXt0pSa4RdiHghM5yfrXrNcl4TP8Aplz/ALg/nXW1rB3R5WI/iMKKKKoxCiiigDwD416PeQeIhqvls1ncRIPMAyEZRjB9PWvLbGQpdBOqyDaRX1jrqxy3McUsayRvHhkcAgjPcGuB1f4Y+Hbsvd2sMljOgLgQt8hIBP3T/Ss/aWlY3VFuKkjxC7Ty5cd6qc1e1Mj7a4HbFVCMCtTEZRRmkzQAtFJmjNAC0hpaQ0wENMIp5ptIBuKMGlooAbVnTLlbLVbS6b7sUyufoDzVc0w9DQxxdpXPULrCSPtOQTwR3FUTjGcV1Vp4YbVPC2l3Nq6rdG0jLo3R/l7Hsa5u9sbvT3Md3byREd2Xg/Q9K8ecHFs/Q8Fjqdamnf3uxSkJwe/1rLujweK0XbjqDWbdcqaUdzrqz90dovEs/HXbWxWVosEipLOVIjZ9gb1IGf61rdKVT4h4Vp0/68xMUoFGaWoOkQniohy1Pc46UiDPNMTHAYpKeaZQAhooJoFAg7Uw1IelRmgGJSEcUZo6igRXbhqX7y06QZBNRK2OKojqNb5TTGNTMNwqButMzloMaqV5bS3SbIULMuXwBk4AyT+VXTzXcfCbTlvfGRkkXdHDaylgRwd2Fx+prWkrzSPPx81ChKT6I4bTgzKqqCxPQAZzXVad4V1jUSNlo0UZ/jm+Qf4muisdPi0XxZqViqjEU52tjkg8j9DXdRPuQc1Tp+8zzpZrONNKC6HH2HgCytgHv5muZP7o+VP8TWq9vFaxiKONUQdAowK2pe9Zd5kgcU7JbHmzxFSq7zdzl/E5/wCKfvh/sr/6EK8zbrXp3iJPM0G/HpFu49mFeYtW1PYcepG1RmpTUZrQbEpDS0lBAlIaXFGKAG9qSlNJQIWiiigCWL7wr1bwe+dEx6OR+grymL7wr0jwVNnTp1zwJBgfhUT2KtdHqHg85ubv/dX+Zrrq4zwa+b25X1jB/WuzrWl8J5GI/iMKKKK0MQooooAwNcIF3Af9k/zqgzBkI9QRVzxAf9KhH+wf51kl8HmuSo/fPQoq9NHzfqgH9qXI9JGH61TbgVevzv1S6fsZWP61Sk612I4ZbkNGKWigQlGaD1pKAFzRRRQAhptPNMoASkzS009aAAmkPQ0GkPQ/SgD6R8K5XwxpIPX7LH/6CK6ABZFw6q6+jDNYehxeRounw85jto1Of90Vso4Cda4JO8mepD4UZOqaLpEoLSadblvUIB/KvOPEOm2VvvMMCp9K9Mv3yhrzrxA/mOUHU8VLSO/D1J7N6BFpqwfDyzuduGkv3wfbZ/8AWrIIr0DxFp50/wCGmhwkYIlDt9WVjXAmsq6tI93Jp89Fvzf5jQOadSChjgVgewRNy1SKMLUa8tUtMEBpp6U6kNIBh60Cg9aBTAU9KiYVKelRtQJjaKKSgQjDIquw2tVk1DKO9UiJDc8VE4yacDio2NMzkMxXsHwVsgtvql+RyzJCv0ALH+YryNR8pr3j4R2RtvBYmYYN1cPKPoMKP/Qa6MMrzPBzyfLhrd2jE8W25s/H0kwGFuYUk/EDaf5VuWUgeEfSmfEi0Ky6bqKjhWaFz6Z5H8jVbS5S0QPOMVrUVpM8OnLmoxZpOcg1mXmccVoMflzVC5BKtioY4mDqC+dp99EBlnt5AB77TXlHUZ9a9cQbrvy+7gr+JFeSspRmQ9VJU/hV09jaG5ERTCKkNMPWtSmMpMU49aSgkTFHSlpDQAw0lONNoJYuaTNFJQBPF94V23g6fyxMn94rXDxnBFdL4ZlH2naCc4qZbFxPW/Dl39m1uAk4STMbc+v/ANevR68YSd4yrqTkc16poWoDUtKinzlwNr/UU6Mvsnn42nZqZqUUUVucIUUUUAc3rbBtRRR/DH/M1iXx2ROemFJz+FaGoTrLqsrZ4B2j8KydYlKWNw4xxEx/Q1xz1kelTVoJHz5IP3kjHuxNUpDljV6T7hNUH6mu0857jKWgc0NQAlJRRQAtFFBoADTDTqaelADD1pDRRQAVNZwG6vbe3AJMsipgdeSBUIrp/AGn/bvF1qzDKWwadvwHH6kUm7K44q7SPd7ZAo2p91flA+lOmn2Ng0lsPLjz+fvWJrd4YHyDxnqK4Oh7EVd2LV9PmLOeK4pIv7S8RW9v1DyAYP1rpZJTPZbl5yKyfCMBm8c2qkfdkyePSlFXdje/JCT8js/ilti0LT7dRgedwPov/wBevJG61618WQTpmnt2E7D/AMdryTvioxXxnucPf7mn5scPu0x+lOJxgU01znuAgp9NHApQaQwPSkpx6U00CGnrQKDSCmAtRmpKjPWgTEpCcmimMcGmQOzTJORS5oYZFAX0KrcZpucnFEnDmmg81Zzt6ksSNITGoyx4AHc5r6g0HTxpWg2Ngv8AywgVD9cc/rmvnvwVbx3HjPSoZl3RtMMg98cj9RX0uOABXbhY2TZ8pxDVvONPtqY3ijThqfh66hABkVfMj/3l5/xH4155ol1mIDPtXrjAEYIyK8YkjbTdbvbTkCKZgv0zx+mKusup5mDd1KJ05kLDrTXjGwnNULa5Z5ADyK01wy47GsNzqasc/MvkXsb9gwry7WoRb65fxKMKtw+B7ZyK9Y1WA4LKOnNeY+KoXi16aRuk4WUfiMH9RV0+xcdzFamHrTjRitSxlNp560ygQUUZFIT6UCGnvTTTjTDQJhSikooEOHWtbQpzFqcPPBbafxrHzitTQ4mm1SEDs24/hSew1uelZzGpHpXZeAbvbNc2jN94b1H0/wD11xsX+rANb3hGQQ+IoP8Aayv5g1jTlaZGJjekz1Giiiu08YSqt/cizspZz/AvH17VarC8VS7dMVOcvIP0pSdlcqEeaSRzEMrO5Zjyag1gltJuwOvkP/I0+LgDFPukElu6Ho0bD8xXEtz1ZLQ8AYfuvwrOfvWpKMJIO4yKy36V3nlPcaKGoHNI1AhKKSigB1FIKWgBpNNJ7U40w8mgBKMUUUwACvT/AIVWara6jetnc0iQjjsBuP6kV5iK9j+HUaxeEYWHBknkZvfnA/lWVZ2ib4dXqI7yOQGPHFcrr2WbnoTzmt8PjgHrWHq/zg555rjR6sFrcZa3C2mhl3AZgxjQHv71B4Ccv41Vn5ZmJz+FUZZm8pY+qqcqD2JrS8DIH8X2zL2JJ/Kqj8SLrK1KTOv+KcW/w1DJjmO5Xn0yCP8ACvHgMmvoDxdpf9r+Gry2X/WbN8f+8vIrwBuAeMe1Ri4+9c9XhuqpYeVPqn+ZGeTTe9OpB1rkPpBaUUnFKPpSGKaaeBTqa3WgQ00lB4pM0wFNRk089KjaglgOlRv0p45pHpksjU0/tUOealU5FBKZVmX5qh5Bq1MO9QEZqkYSWp1/w2tGvfGumEZxAzSMfQBSf519FDpXzx8L78WXjizVuEuVeA/UjI/UCvocV6GG+A+Nz5v6yr9kHevJfE6iLxvd7R97a34lRXrXevKfFuV8Y3OfRCD/AMBFXW+E4MF/E+Q+FAFVlHWtOIjYM1n23MantVwEAZ9K5j0HqVNSYbDivPPGcO6CzuMfMGaI/TqP613V83XnIrk/E6CXQJSesciMMfXH9acH7wLSxwRooNMJ4rc1YMabmkOaSglsXvSHilpCKBCE0w08imkUCYlFFFACgZNdL4YjVJXlIycYFc3GMsK6bR3EMYz3qJ/CVDc7KN84962PD7bdcsznB81f51zltNuVR3rotDX/AInNk3/TZf51hD4kKt/DZ65RRRXoHhBXLeL2OLVe2WP8q6muW8XDmzPb5h/KoqfCzbD/AMRGDAMkCn3HBApbVe561BeSkMT6Vxo9J7nhuoJ5Vxdp/dkYfqaxpeAK39aH/Ey1DH/Pdv51gTnnFd8djyp/Exi0jdaWPmmMSTTJFpKSigB1FJSGgANJSE4o3UAJRRRTAUV7d4RjZPCGlc4/c9McnLE/1rxEdDXvOgIF0LTUBxttoxj/AICKwr/CdWEXvs1wrbcnI9qydR+ZWI7cGtvGI+OtY9/GQr1yXPShuc6/JrovAEBPiqOQDgI5/SuduTsNdX8N2B15h/0xb+lXT+JF4l2oyPStRu4rDT7i7lOI4o2dvwFfOt1L5s0kmwJvYttHQZOcV7d8QJWj8G3pX+LYp+hYV4Y5yxqcY9Uj0OGaSUJ1O7t/X3jD1pB1oNFcR9UFKKSlFAC0jClpGoAiPWkpWpB1pkjjUTVKelRNQJjaXqKbSg8UySCQc0sZ4xSyCo1OGqtzO9mSSDIquDhqsnkVWK5Y4oRM0dT4JtGm8a6K0SkgzhzjsFBJr6O6Cvn34Xyt/wAJjYx9wXI+mwg19BV34Ve4fF5828SvT9WFeZeM4Qviwvj78KE/qP6V6dXn3jRc+IIj/wBMF/m1a1fhPNwj/eopW4wgxU7HaARUMPSrDKHj2n8D6Vy3PSZlXgOSex4Nc5qqGXSb+MYJMJIH05/pXSXQOWXqfasVoVllaH/noCh7dRihbib0ueYGoz0qRlKkqeoOKaeldBqyOkx7U+koEA6UhpaKBDTTTUh6VG1AmNopKUUCuSQjMgrcgbYsf0rFtv8AWitgg7QaiWxSOi0+beUJFdjojH7bbuvBSVT+orzrT7nYwBz1rudKnaMBieo6isVpIKmsGe0UVHE/mQxv/eUH8xUld54QCub8WAeTbMRwHI/SukrA8VxmTTI8HGJlz+RqZ/CzSi7TRzCS4XisrULkqj884rT+SOMgcsa5zV32E8964j10eaa1/wAhO995M1z8/wB6ug10g6rcY6Haf0rn5/8AWGu+OyPIqfGwQDaajIyaf0jNR0yAxRRmigAooooAaRSYpxpKAG0UUuKYCH7rfSvf9NkAtLVBx+5Tn/gIrwHHB+le96G5bSbGXIJa3jJ+u0Vz4jZHXg/iZtDI5OCexqhqAUQsepNXgGYZ8sr7mqeo48oDHFch6MTjb5sORmuq+GXOusfSJq47UH/fnmuy+FkZbVriT+FYD+pFaUviLxf8BnZ/EM/8UXe/VP8A0IV4Ux5Ne0/Eu6SHwq0Jb55pUVR64OT/ACrxbrWeLfvpHscNRaw0n3f+Qh5pKKK5D6IBS5pKKAHU1qCeKD0oAjaminNTaZI4mo2p9RtTExveiiiggRuRVZuGqyelQuOaaImOVsimNw4pFOKH55pkt3R0Hg6WS08V6dNEcETop+jHB/nX0p2r5g0ecwXEU4+8rKfxBBr6cicPErjoQCPxrtwr0aPkeIYWqwl3RJXBeLx/xP4z/wBMF/m1d7XEeMo8arayf3oiPyP/ANet6vwM8fCP96jMt13JnvUjuFFMtjhcU2V8ktjgcEVx3PSe5n3eHZsnispDi9iOT98dT71pXRC5IPBrJjlzdIzAKNwJ9MZ601uJ7M81nH+kS/77fzqFqllbdK7erE/rUTV0mo2kpaTFAgooooEB6UxqcTUZNAmNooooJJrb/WiugiQPZMepU1z9t/rAa6TRQLmK5i9Np/PIqWVfQrWzf6Uo7Fq7yxZigUHt1HauCjj8u5IPG1sV22kMrMABzjqKyluUtYs9r0mUT6TaSA53Qr/KrhrJ8Nyb9CthxlQU49ia1q7FseFJWbQtYniYZ0nPpIprbrH8SqToc5HVSp/8eFKWzKp/GjiJ2IOc8AVyGvXRXIJrrJnAGG4zXnniOY/bimevauJHrt2Ry+pSeZfyMe6rWLLzITWnqLBb51B6BQazGGSa747Hk1PiYrcRCoallPyqKipkC0UlFAC0CigGgBDTc0pNMoAWlB4ptLQA7rXtnhmVpvD+lOj4b7MoI6Zxx/SvEhXs3gy53+E9O2D5lUoeM4IY1jiF7p04R+/Y7SGOQRhm6+mc1laqRtOK0oS5iGT261jam3yMSa4z04rU4XU5cTNg+1eo/CeyKaddXTjlmWMH6cn+leTXOZbsr719A+ErAaV4WtIyNrMnmvn1PP8AKtqC964sxny0lHueffE/UDPr0dmG+S3hBI/2mOT+gFcBWnr2oHU9avbwn/XTEr7KOB+lZdcVWXNNs+uyyj7DCwh5C0U3NGazO+46ikzRmgYvammlzSUxDT1puac3WmUCFzTDQabTJYHrSUUVTJA1GwyKfSGgTK5BzThyKHHJpAaZlct2GfMYdgCa+lvD10t74e0+4U58y2Q/jtGa+Z7RwiyHvwK97+Gl79r8G2yH70DtEfzyP0NdOFfvNHzvENO9KE+z/M7KuW8aQE2NvcjrFJg/Qj/ECuprM161+16LdRD72zcPqOf6V2TV4tHy9KXLNM4S1fcmfWlLfvGXODjPNV7M54PQVYY5PPB61wHsS3MvUImAb5sj0xWJnYr5BAVWPPbg1s6icxkq3zCsO8fbY3LNj5YXP6VUdxdDz3tTGp/YU1q6TVjKKWkoJEJpCaD1ppoEITTTTjTDQQFHekooAljOK6XwV/pOuy2Y5M1u5UepX5sfkDXM5wuav+DbyeDxnZ3VuRutnLkEZDcYx+OaTFJu1kbOoRgaxLCmB+8A+ma6a1WS0dSoz06V0en6JaOHvZ7dPtEzFySoPWro0+0dtnlKM+lZSV2WpcqOi8FXDPbXMLtnawdR6Ajn9RXV964nw6kllrKJnMUqFM/qP5V23eumDujya6tUYlZfiEZ0Scf7v/oQrUrL18qNJlDDgso/UVUtjOn8SOBngLbi4yp6H0rzTUszeIzCw4zXrUiGRiUI47HvXnHjGyOla7DfbMRyHBPYVyRR60tjzq9lL6xfc8LLtH4DFQjk1BIz/bbuVgdsszFSe+DzU0R3HiuxbHlT+JjZvvVGKfL980ymSLmikooAU0tJS0AIRTcU802gBtFFKBxTASvWfh9cB/C8UYBHlzSIx9ycj9DXkx4r0j4bSu2lX8XBCTqyg+pX/wCtWVZXgzfDO1RHp9uqiMKWzxWDrucsFGBjNblu2yAMwwSOBWDrrbLd8jlhya4GevT3OU0i0N/r0Nv1LyAfma938RTjTvCt/Kh2iK2YLjtxgV5J8Orf7T4yhJ6R5f8AIV6L8S7r7N4OmjBwZ5Ej/XJ/lXTT0g2Y14+1xdOn5r8zw9jxTc0rGmg15u598thaKTNJQMfS03NGaAHUlJmigBD1phpxOajJoEwPWm5opvemS2KaaT2oJpKolsM0ZpKSgm416hzzU7dKgbrTMpE0DYDLXrfwn1VIFm06UgCZ90ef72On4gfpXjyEhq6zw9cTQXMTwNtlALIfRlO4fy/WtKUuWaZ5+ZUfa4aUT6O7U1lDKQRkEYIqjpOoR6rpkF3GR+8X5h/dbuPwNWLu4S0s5rmQ4SKNpG+gGa9M+EaadjzUoba9mhz/AKtyv5GpWIZdxH0rD0HU21bT7a/kfc9wC7/7245FbZX9yV6EjiuBq0mj2lrFMyL5B1C5P1rmtYcR6Re5BOU2g+5IFb99MfLIKgkflXL+IZSmilM4LyqCPUcn/CnFagciaa1KaaTXQasaaQmlNMJoIYE800mgnmmk0E3DNIaM0UCCiiigCO4kCREk4ru/hr4deP8A065XDTcoD2FcXZWE2q6rBaQx78kMw9hXuui2v2KBFlj2Mq9+mKiew4rXmZb1C+i09Y4sgu52gelVbO/W4lZCRvHavKNf8cTr4qnuIhHPbg4gyMjaMj+YNb/g/Vr7xLqj3BCRwxY8wIMZPYVNmgjOEtE9T1KwuSl1G56owau5zkZFeeMhRNwOMV2ui3P2zSbeYnJK4P1HH9K2pvocGKjqpGhWJ4mcrpQA/ikUVt1j+IojLp6Afwyqf51ctmc1P40cvFGxAxxTNQ0yHU7c293EksTDBDCtCOPPHYVOoVWwcc1yo9Rs8i8VfDOWaztxo5AFqjgRPyX3NuPzevYfSvLkjmtLuS2njaOVCQyMMEGvrFoVYZ714f8AFXRGtb2DVI04LeXIwH5ZrohPoclWkrOSPPGPPNNzSdeaUda1OQWiiigApRSUooACaSlIpKAG0uaSkoAUmu4+G9yVm1G3C7tyxv19CR/WuGNdd8OZSuv3CAZ32zH8mH+NRPWLNKLtNHsFq+6EICFIHJY5NZHiAYtmOc1r2bZgIEfJ6Z61h+JHxauo7DnFcB7dP4i38I4DJrd/cEcRw4H1Jq78W79jJY2Cn5QrSt7k8D+tT/B2D/iX6pcf3pljH4DP9ayPiuf+Kitx6Ww/9CNbT0oDwKVTNFfp+iOAJpMUUV559uFFFLigAHFIaKQnFAhRxS5popaAENRmpKiamJjc0maD0pKZAUUUGmS0JQRRRQIQioXFTGo3HFMmREp5ro/DcwbUYEOcrIDj1zx/Wucxg1teG38vWrV+3moD+LCmtzlr60pLyZ6z4d1X+xNQeGUn7HORu/6Zt/e+nrWv8TNQ+w/DjWJ43AMkAjVgeu8hf5GubvI97HjAHcdap+KrXVNV8CXOiWoEzNIkkQZsEBWyV/wrtpVNLM+MrULyU4nPeB3B8LWZU/cMgP13E/1rrmcNAC3K4wSO1cj4NsbzTtFFreW0kMyTMdkgxxxXTbnWTC8qw5FZS+JnVH4TEv3KuQrFj3J61zHiWTNnaJg/NI7fkAP610d9uE5bbkE8g1zHih8mzXpgPx+Iqobj6o5401jSmo2NbFtiE03NBzSUGbYho60GigQlJmlNJQAtHam5ozxQBJp2rT6Jq8d5Gm9SNrL3x7V1uvfEDVNS0t7fTtOuoS6bXuDGSVUjnGP51w8khhkjlxkI2TXpvgbxPbXkfkyyplRjB4OKl6aiXvXhexiWvgp9b+G2mNaxFdXhvZFMcg2s8D4OeewIz+dep+GPDdn4Y0hLaJfmxukdurN3Jqz/AGtaRp8jKOPUVWk1MXWFikVz6Kc1LncmnTUNh15cNcMVjO0etdb4QuA+lvb94H6+oPP+NcbIpjj5PzGu38KQGDRI2ZArSsz57kZ4/Srp7mOLa5Ddqjqw/wCJbL9V/mKvVR1cZ0yb2wf1FbPY4IfEjn4zhgKo6ncqCEWURuDwx6Zq9FhhmvNfidYXtvpct9ayygJy6g8EeuK5rHqruzstE8RLc6k+mXMkImxui2SZ3gdePUVL4q0S11fSbi0uFykikZHUHsR7181aDr1xpHiSy1lmeU2soZlz1XoR+RNfUEF5FrOkQ3dkwmjuEDIwPY07NGalGd30Pl7ULKTTNSnspTlo2wGxjcOxqHNd/wDE7QJLK5j1B1xmQxkjuCMj9R+tcBjFdEXocVWHJJoM0tFFUZBRnFNPWigB+eKaTzQelNNAATSZoooACa6bwBk+KAA23/R5OfyrmGOBXV/DZQ/imQFQf9Fk5Pblamfwsun8aPZ7SL9xksTgdK5/xMcWzbB8vc10tmcxlMZyKwdctnkt3jx0Gc1wI9um7SOo+Ece3wnNJjl7t/0AFcn8U5g/ipFU8x26Aj6kmu0+Fq7PB209ftUufzFeX+MriS58X6m8hyVmKD6DgfpWuIdqSRrk0ObMZS7XMKilApcZrzz7Ww2lDe1KRSbTQISkp2w0bKAsxtJT9nuKPLPt+dArMjJxUTnJqcofwqNk54piaZFRTtho2NTJ5WIKMUu00bTTE4saaSn7KTbzQTYYTTGqbYTTGX3oE4lZvvVqaOT9ug2/e81Mf99Cs5kG7lqtWMxgu4pFPKOG49jVLc56kbxa7nszQh5fUVaS3wOpptqwcLJ2ZQR+NXFXceK3R8lLQxdTi/0mJQTkxn+dVVTybd34Bzir2sHbfRBSAVj5J7c1Qkiym533DqBTe4J6HPXJLvJ69a5HxQ3+l2q5/wCWJPP+8f8ACuykAd5BgE5rmfFOgajc2ker2sRkt4FMUyL95MHdu9xz+lVDcG7NHLnpUbVCkpOATUhORWw+a40kZpuaU9aKBCZozSUhoEGaKTNGaAHZo4pmaAaAGzKCpFVtLvY9K1APNEGjJ5Hp71digluZhFEpZ2PAFWpfDxjTNxgydgOgqlFs560lHXqemeH9R0C8tlL2kLs2OSK6+A6XFButII1bsFGOa8M0m1ks5wqTYjf7qupIyPQivafBmhajf2iTTQeRA/Imc8kf7I7/AFrN0mmKOIjKN2y3Z6Xc6teeVGMID+9l7IP6mvRIYUggSFBhUUKPoKZa2sNpAsMKBUXt6+596sVtCPKjjq1XUfkHaqmpjOm3H/XMmrlNZQylSMgjBBqmZp2dzhraZoJNj8qas6jpttqlk0U8SurAjmo9Rtmsr4xOv7o8xt7VLbTeWNpOV7VyPR2PVUk0pI8LuPhVqEniKaz09k+wK4LTSHbsB52+5x/SvR9c1dfAejwzWlussMShXtw23j1HvWtrWqJaSkJjceeK808X30l5Yz+ccREZYnrTUruw1FRTaOZ8ZePJPGLxRpam2t0beVZ9xY1zeciq0KjqOnap+1dCVjzJzc3djs0maTNJmrIFJopKKAFzSGlzSE0ANJozQaSgBG6V2PwvLjXb91jLbbYKDjoSw4/Sue0PRbvxFrMGmWQHmSHLO33UUdWP0r6A07wpYeGvDX2OyTcylXklb70jd2P+Has6ktLG9GDbUiWzyuCBgHrSapGZLWVlAJK8cUtphuCuSBVuNRJlWHHpXGj1FoWvhe+7wvOndLyQfyrgPHOjva+Kbx4AXSV/Mx3BIBI/M16B4DUWMuqaeW6zCeMHqQRg/qP1rB8ZAya9dTwfMyMIyvqQorrVKNWHKzko4ypg8TKpDqeZkbWKsCpHY8UoI9Rj611rxw3at5qBnz82RyKgNi0RINvHPxhcgA1i8B2ke1Hid296GvqcuSv94fnTGmhXhpFB+tdDeR28CjdahQp5YJn8Kyrh7KROGjDHn5lxj1qll66yJlxRPpBfeURcwkZEgI9uaUXER6Fj/wABNXIIF39VwQcBe1atpZ7chVBJ5HNV/Z8O5i+Jq72gvxOfE8R6Bv8Avk07zEIzhsfSust7bfcfNCvAznFaEdna7gojToCfrS+owXUP9Za/8i/H/M4QfOwRQxdjhVA5JqMIXBKI7AdwpNegrBBFq1mqxKh8zdnHfFV9NCRabcs7KdqtjjGB7+/FJYGPcr/Watb4F+JwBljVdxJC+pBxQZYgQCTk+1dZIUGmRqGhLsc/vEyMBhyR+PSq32UeeHZVznHC4/TtVfUY9yf9Za38i/E53zIyOp/I0oK+/wCRrfCtE4Bt1YBj909jVproIAPsRHALYXNH1CPcf+stb+RficyEZvuqx+immyBo1zIrqPUqa6+Cezkbc2V5w3UEfhU+yxd+Jt4yMAsaX1Fdx/6y1f5F97OBN1bjOZl/Oozd2+P9av4V6BItrKVWWC324P8ACP61VjeyIKQafbu2OpTrn0xTWBj3IfEdZ7RRwhuICflYt9FJrQtLSYjzWQxR9f3g2lvoOtdLeNKiFY4Y4Mjqgxnis22UOrzSbjtDBWZunBprBwWrMamfV5qySR63bhViRV4UKAPpircbYrN06Xz7C1k/56Qo35gVceVYF3N9APWuZLUi90Zt4vm6jNK2CqYRQfYc1SuBuAO/IPcdqvMxb3JJJPuapXisiYUAg9cmk9WXFaHOSSCO8bkdT+VdFoj+dpk6AfL5vIP0Ga5aZXWdtwPtmr2keLNIt5p9FuphbzRv/rJTtWTIB4P6VcCZ9jzDxBpzaR4hurbGIi5khPqhPH5ciqq9K7r4napot8LGKweGW6RzuaIg7Vx0JH4VxCqcDArUIoYaYelSlWxyKjINA2NpuaceBTVRnOEUsfYUyW0txKKv22lTzgFsRg+vX8q27Lw9b7v3geQgcqeAatU2zCeIhHbU5dI3k+4pb6DNbPhvw++vTy/vlhigcLLkfNnrgD6V3WnWNvbxECBVU+3asbw0og1rV4lJwbuPOPdMVoqXc554t9EPbTbXS5Ft4ETCnl1PJ57+/SpjbJMpLjOG4+lP1JC92SQqjHBUc9O9V1jmcBRcEAcjit0tDkcm3djotDt3mDvAypnJPmHn8BXtvgmWBvDMEEAwtuzRkZzjv/WvHLYMXCtcMNvYcA16h8PVcWlxtceTuBK4ySx75+grOaGdvRRRWYBRRRQBUvLG3vovLnj3Acg9Cv0NYF/o32C3aVJswr94PwR+NdVWT4kG7QLnnGAp/wDHhUuKluaQqShscRqtlbiCS4ZMvtzuPNeN+KrLWdXszLbJutVJJRfvNj+ldze6jcgmzE0iKxIKt0I9qvadaGNETtgYpKjyu5pUxLlGyPBY0dBtKsCO2OlTBXI4Rj+Fe6Gys3sZZDDCz3FzkFkGcVHJYWfnPttEB4AkBGGx7VqoHPc8R8qX/nm//fJpmxh1Uj6ivdbUWLylHjjTBPBXFX5NMsbmJkazjdXXBKAZp8tgvc+esUYr2O78IiefNpbQyovRLhAMe2RWX/wj3kSFZfDMcwxyVOenpijlA8wxSc16Tc6HpxLZ8NXMWemznHNU7zwpp7ODb6dq6AsMgxjpnmlYZwFIx2iu9f4fyyHNvBehTxum2Jg89cn0xWLqHhS706WNzPbD5htUyhmLZ6YFHKwPUvhf4SOiaQdTvIyt7eKCQw5ROqr+PU/hXa6m5Fv5QI+auL/4WRDb6aEu7OZLiJcOsYBUsCV4P1U1P4X1m88RWU+qXSCJZZSsKdcIvGc+5zXJO6d2enTUGkos6K2RVUAVNtCsTmkt4934VJMuxTWJs2ZNzcz6ffRalBzJAclf76/xL+I/pWBJqkOo6hqdxbuXSS7d0J9DnFdLdRmS2cZHT0rzmwP2XXNUtGHynbIB6Z7114eXQ4sXFfEbbxtKI7iJiJ0+ViB1Gcc+v1qwLwEbZjtfjBNU7a7KzuTgBMMP896uhopACArccnHHXtmuuxwkEqRujO2ODk5rMure3JHyKVxn361PqMUdxuaN5EY8DrhsVliO8ijJOyRewJ6e1NEsemnW73G9Qyc44NXIbeeNhJBck5GSsg5qpbXMscZaW1brklTwK0Iru1ZwMMhxzuFNgi6ZryNXD2wKKeCh6+9WLKeItl1dGPXcKr+dHtXY4LMScD+dWrS4L7fNUMwU89aljLiW5a9jnjO4KSQAc9FP+NYNswOnXaqcAk9PatkXMcN9bFcr5hKEr0BPfFc1c3dvHY3KK7KX3biRn5skf0pLcGQxSCeJTBlJCAF2Dc55HIBq5Mr28gL8ASFfmbnvyazNLaD7I5kBeIR/vGDYJ6HANXNR1BLl47VlgghTBjUODgZ7kdarqLoJ9oRTL7jIAPAH1qVdSUtt4ZQOB+tUbiJUkMaMpBXnnIznpnpTWtFfEpOwkfwtTA1ftUcqK0ZXI47VZheBkyYV3dc96w7XTShHzPngD2qSGykSRmU7cnqf1osGpvRrZlNmxVUnsByeKbc3UNsmYUVj90BVGcnpzVVFUsUICRs2cKOgqxrGnCyuInF15wdcxrjbt9cY7VDKMbXPNt7gJcIwZgDuznI9vSqELtGnmpluuBt4z2rY1u9jv3iaZXWRU+UY4YH+VYlxM8cewYXGOO2O1LoM9P8ADkpfw3p0rnnyFyfpVp2ad/MY47KPQVieEnZvBWmDkq4dQ2eoVzmt4ADAI61589Gz1qTvBMaFxiq9yuR6mtIqBjoKzb4hDweDUWNFK5gXMSiU9z2rzjWdPsJtf1GNnuY5FmLb1w6kEA42n0r0i44fNcXq+msfEksittE4Vxx17H+VbUUm7M58U2opoy7XwdLcDdZXlu5HVXQoRV5fBOtlh89uBjrurbiR4rfPkFXBGXUfzFXBqMNsU83cpYYOSSv5jmuv2cTi9vU7nM/8IPrDKCbm0X2yc1NH4DlRS11qS5Bxsii/qa6ZfKmRiq5B/uk4xUEtvPs/dSvgEHDcin7OPYTr1O5zkvh+C2QqF3nPLvziq0lr5BzHwvQADFdJPBN5eHlVnOWB2+9ZEtrdsQHnUYHAxVpJGcpSluxbOBnZWP49q27W3dCWcfKF/Wse3trnbk3ABzwSta8cV95eDcRkHtjrTYkaMZJikAXrnArnLGFrXU9Yl5Gbm3Jz7iujtRcxxsJTG4HYVlSsssl5KCqB7yNef9hMn9TSBj73e0s8qklY2JI7CseSdsAoCcnn6VbN8scF1KzKWllYAk/w55AHfsKijMbykqMIemRzTER20tw21sHr+NenfDxpmvyqXWxAGMkDDO9cYBHuD/WuBhCBGyQAOmPWup8AXCr4ntmk6lWjX8R/9apnsNHsVFFFYjCiiigArM1//kCXP0H8xWnWR4kfZosx91/nQgPL9QiguJkTAYDuOxq9p8DxOiEF492FPcfWszy3ju/MiUNGzbmT0+lblncIzI6cDPI9K0ZJj3+IltlJYZdzheuTTbYFYzlVADYyDk496PEK5v7eMN8iliwB5ouZo1tI7aKVXuA+TtXARc8D61SAeEgmOJMMD71PBbS2jf6LNwT8qtzg1gN56sdjZKnkVbtdXkVW8yJsIcim0JM3y92VAltzuzwU/nVWS5u1ceTbzYXgk4/SpLfURMoKq+SueR0qW4vkiiLIrAAZHYN7UhkRnvlHmyScH+FgOlZV7e3W0F5CytyyqxGORxV+4t7uawS+dFNv1Y9CoPBA9ee9c/PN5kruSFwwIABwaEAiyyyxPkSNEr5JL4/CoPItLW5M+XcnB24DhTmrYjmjtN4dQrnlR1OetUruOElriSLfLHGwijL4BwM7jTA5DVbmS4imxjawDE4x1Lt/7NXq3hW3a28KaVG6hHW2XIHvz/WvNItJW6mi82QqhaKE/Qqv/wAUa9eiwvlxqPlAAA9AK5MRsd2DTu2akDhEGetQajdrFDliB8wH602VtilsEhR0FZMun6z4h0yWews3eF8rExdVYMp64J9RXNyt7Ha2lq3Y3biMLEvOa851SOODxudmB51odwx3Br0aOO5+xrHeIq3KKFlVTkBgOcGvOLtPO+I8SFVZ1tyYwx4J3D8+K2o6SMMTrTLkkBiV9yrJnGeO+KomSeFV2qxiEhJx6Vs6nbvpd/JHOQ0EmWRv89O1QJEs6BQRs9VHUV3J31PLZkyzF5BEZAVJzuC9Dmod6tJtRwu372OQatXNj5W5tzDAx796heFfLYbCCwz1qhCLLIIxggjjp3FWndAVLICWAAyKhtYoxtzhiOMleQMdKsywbSmGJViOdvT2NIdhGjtnK5KhuuBxViNAGLRS7QBwpNVjahmUHPHerKwFWXJwAQeOaQE0aO9zaAEDbMjA/Q5Ncdrd2y3lxbRn5PNc8dM+ma68ytH5bIDvTkc1xOq25SQlI12CZ92DycDIJz6g1F7MpK6Imu55NEMGAkaEszA5D56CrVpbpcXcqqmfKKKADkgYH5jNVbK2W8mhtvLITBxgHnPqe3Q1vWtulospQ9cDJHJx3q09SWWI7QoULDC8jOM08fIhHBjBxtP14pvnO5+RioLZAPQ095wVKbd2SDkHHSqEPjYJLscPjGRxwetWLhztVEU5UAcHPf8A+vTIVJmG5tpxkDPf/JpXhZFfJOeM4PNAxkMzBGVcbm+8aW5uHdIkDIVTrleT9TUBRkdjvKDGcGlMbFATkknPHb8KVgI3kWUB+GJ4BA4HtXNa3MiXQjUjkc+5relUgHkjt78GuYuEWbX44ZJBgkrzyM44qZ6Ipaux6d4EgYeFbYHJy7sPoWrZn1GOHVba0LDdIGY+wFO0CxXTNEt7XqYowpPv3/WodO8KS69fza3FeCOSB3to45FyhGAS2RznJrzrOUnY9dSjTguY2SwfGKx7ziRgWPT8q1LVGWICR1dhkFgMA1i6xMiScHlqRaMyTLLk9uKxdejZJLSeONmY5U7fwOP51uycRISR8wzVDVUaSxIjb5lIIwM9auj8ZhilemxLJg5+dCowc7lPFMLRhNzopbJGMciqEM85jVZFkVenXNWXfaW2MCAdwPpXoI8slW2W4UGJzFOCAuwkj34pI725jQ+YocDnIP8AOokuBDcKv3txzkHH+TVsXSnbG23cM4BGCQaAKs15Ht8xlZUBweKyJtQifPIUgZNbNzcMI9oEbbupJyPpWK6xYOYhhj1FMCxbXdsIhuck9e+K0Ptlvs2BslvTis+3KbW+QYVR2q7EY2kXCgsB6dqALb3qRWMr5yqozE/QVylzcG20iwjYHzZomuGU9i7Z/kBW/q4hWxFtgL9pOzjsMZP6A1x99dNe6m7qpIBEcar2UcCpuBagYzyww7cCNMfQ9ST9eK2l8tAFVlJ75rKSOO0LKv3hwW9fWn/aELYzzmqQGzbAndtAJwMkVr+G5Ta+IrORiQFmUk/jiuXjvHjOFOCvHFa2lXMzXQbZnjqe1DBH0RRUFpKJ7SGUHO9Fb8xU9c4wooooAK57xi2zQHPpItdDXPeLoI5dH3tnerYU59ev8qEB5iZT5wwxBA/OtOJo3IYkKw6HpmsxsLKmR90ntV10GcjpWpJW8SSJDJZXEuSgcEkDJ44P6YrAtb69lvEPnEBXfaoH8Of/AK9dJqVn9v0/y9zB0O9CDjJ9PxrF0u2Zr+MkcIn7xSMe2P5U0w6GjDGcFn5JzyRViK3EwMbDG4elWXRXBCjBHOKjhYxM53fQe+KYrDVt1UhYyck8gVY1W2sI4LSVXb7UyEPFnr747VTDFZCA2CcnIps0/mSmaR2Z+mCBhRSGXbnVANM+wNGsUb8xuzjBGc4P61iSpCsglRWkUdDkAZzVt5IJlUnacHI44FMnjCxMAxiRhliKAALtgY4UuTwR179Kz7oRRaXeTCPDxxSAuUJPTnnvVqGZhhkA2knk9hXO+Iru4uoZovOYIoxtHAznr69PWmBC4g+wytkfaFfAwfQIP5ivQdMumvNLt7ocuU3HHr0P6g15zb2aR2ckx+Znkbkn0OP6V6D4OlQ6PHFkERsUJ+vP9a58QrxudeEnadjaKNLbll6EVyOsfEl/C/h2bRbGKWLVPNfbK6cKjHO4e+eK7O1KxySxk8Z4rh/Gfh+LVL21IUCUsxDbc4AHP9K5Iysz0J01NWZ0Xg29muPBdhcXLvJPJES7scljk8k1gXghtvHlncSMqsYHVN3dgQePfGa3PCsZtPD0dmzGWSDKZAxnuOPxrmfE0UkniXS2ZTGMsoPXBK8VdJe/czxCtTaZ1ni65SZIbSOJXIy7HrgHgfnXKvb+QMQyFABnZ1Fbss0bzM5JY8BuOuBjP0ps1pDKNyld45wT34yK7o6Kx5L1ZzUs12DsYBwB19DVdZZPNO6KTbg/Mg64rZubUszEKBjkEeuagjtTJxGFXGc//Wq7k2M2K8aOQK0UvPfHSrSX2WUeXNjPUCrqQgNl1yewHapzDGFGBjr26Umxka3ke/mGbaB/d45qVpl+XZG7A9TioXuEicZc7hjFTrMrRghX3N14xipGNG1pCXjcD+FuoH4Vi3eniYxIIxIWlAcICMggrnPbkCtSZ5th8vj2DYz+Nc/FqLx6pIpYiRDkgHoNyn+dJjRe0y0TT42VVVXJIJUnPXgUt1AjmR1yWPYn7tFxcpLdOHD9chhxUaGWXcqylmYd/pxVJEkIs7hsqH3EDI96lWC4TLuVOB2NPt5J41/exDaDyc1bju4zvjchWGAVYYz3qrgZwNyrAmJi+OnUHinpPcCTG1gD6dzV6PyZGCK+VGVHtimxoDP5YZSC3Q9KLiK8dyJGLTQO2Rg7RUkrlcrFHIQBw2K1diqAUXI5zj1pXjVtoYMoztNFx2OcmE5XeUwCfmBGMVi6BZi68aWYfkI5kP0Ucfriut1FFS2lIJJAPT6VnfDyO2utdvbieQB1RQoI7E8n9BWVV+6bUI3qI9JdzDbM3ouTXLeHvE+steHSLCRPs8m9nLID5YJ5OfetDXNQKwfYbRmknuW2IPQevsBUvhTQYtCt5GaRppGxl3xn6cds5rgTsew4prVG1cn7Jb/McFRXHtP9uvpCcnZwfT6Vra9flshTkDgD+8fSs6GEWlqF6yNlmNIVyOZ/NcKoO1axJdSeTUlhjYiAq4JB5kIxnHqADWnczGLbbxgLI5+Zm4HPbPqa5eWWaHU4fMULIzPtAYEDlccj2xXZRpW95nn4mvze7HY6i6RVhMUUpYMvJXk5xVWOItCzZ2vxxjoMdPz/AJ1XnUuwdGAYHoD14pXe7jj8wIsn94kkHIrpscZO0DSeWdhChuhPOarXCh2UoGVwR1J/DmugsbOS6sS0av5saB/lIKsxxx74B7Vk3LeVdNCxAkU4wWyfx9/alcDHnEqJKkoLHdlTmooxJNyo4C46Y5raeCJ4yz8FueTVBVRZcL68DNMC5a2xMAboSQD3zWta6cB823mqunHO1I1LkdcdB+NaWpXy6bZNLIQJSMIoPQ+v4UmwOZ1gma9kx9yAeSpH988sffGAPzrKsreK0V5CN0h756CnXWrb18lSCM5LY6n3qiZkZgCO/NSBblwz9OvzVahji44BOKppbRvKCGyQMdanW0YvgEpgHkGqQFyONSxHA4yCK0dPZQmWIDE4BrJitXByshySN2T1rWs7UDahY5B5/OmCPbvDMjS+HLJmOSEK/kSBWxWP4Yj8vw3ZLnOEP8zWxXOMKK+f/wDhpr/qUf8Aypf/AGqj/hpr/qUf/Kl/9qoA+gK53xlGX0FsMQQ4xj8a8h/4aa/6lH/ypf8A2qqGrftEf2pYm2/4RbyiWBDf2hux+HlChAasjXCMzBPMIPHzcmrsGooXAkV14zyOlean4rAsD/YmCP8Ap7/+wqT/AIW2o6aFg/8AX3/9hV8xNj1L7TC0YZXBz+lFrHCdQNwXGHQq3bB7V5f/AMLeycnQlPP/AD9f/YUw/Fs5ymiBT6/as/8AslDaGesO+GMbAq2emKYJIipXIBLcE9684h+NYVAJvDqysO4vNv8A7IazJfirvlLroxUE5C/a84/8cpqSE0elzLtkLbwCBkVG8YOBkng5JrzqP4r4BEmi7+3/AB9Y/wDZKG+K5LZGijHobnP/ALJT5kOx3TOwjbAyq469KgluJGZkkH3D1/CuFb4nZzjSPbm5z/7LVeT4kSyNu/s7DEYJ8/k/+O0+dBY9Ckmn+zCUAJHuKEdCR3Nc/fXUQdlcZaZkUDPfOMmsC9+JT3mnQWv9mFWiwPM+0ZOB2A28VkyeLRJNE5sBhG3Y83rz0+7RzoLHZfZw0OTdBl5DRgnKncetb3h7VRpdxtcE28mAcfwkdDXnDeOd8cavpv3SSSJsZ5z/AHfent47DKFGmYVTwPP6f+O1L5ZKzGm4u6PoKWaPcs0bht4B4NZ17NLcuqRxMxPyjjJPtXiqfEeaOIRLZSBB2F0f/ia9C8NXh1G8sr1nMfmxxMyE5AHynr681z/V49GdixjWyO98OeE9Uje6ubqT7OHA8qNgCSfUjsK4jWtQW/1OEIGQ203cDkg4/rXvteBXtuH1G7bYNy3DcAe5q4U4rYyniJzTuacUrBuBkPxmiONWc5GG55XNUrWSVUKgnjqMVoROCw2ITt6kitjnEltcKixs49dxqSK1b5sSAcnPHtU3+sVl7/TpVmGIlyfu45xQBmNp7giSS4fb6KOtRzJDGm4KzkZ+8eprYdcqEHUDkjtVB4lSMtJhSAeOtK4zMQESBtqpn0FErOSVVg7g/wANRTyu+Vj+RO5J+Y/4U24u0toPlOM9cDPNMRFcPKEBVlAwd2R0rufCfgjStV8E276naqbi4d5lnT5ZEUnjDemADjpXmsPn6ldR2kXL3cixJ6gscV9G2ttHZ2kNtEMRwoqKB6AYFTIEfOspM8EkikqUmkiDd/lYr+uKrQNNFOH3gA89Mity+042Wua1pjgqq3UjxkjoC28H/wAerJubeSJuVJUHgjvWi2JZqQAPGCzBiRkEHml+xxSB1YBj0AI71UhhYQiSOV8A7sAdfUVbkkYnzFyG4wDxQMhezQlmRvLZcHcOM1NBaPG6szfKw45zk1KjFgc7SA3U9uM1ZhUMkYI+XGd1AFfZKgV+CMZ46k4qf7QxTbInzg8H8KsNCixqASo9PenEBgu4ZOPSgZz+oozxOmOT3z19a5RbKSyvEmjdosEncrYbpXoF1GgXeQMHgDFcxfwF5kwMcGk0mhp2Ot+G+hvrrag9xeyiS3ZNjkBvvZyDn6V3E3g/UEibyL+OQ/3XQrn8cmsb4QR7INWYKQN8Y578GvTa55U43NliKi6nkV1o93Z3Aa+hkV1J2Aj5SfUHoaz7mYxqwTDSkZGelejeNY9+nwHj5XPJ+leZahMryxlfvIuCB6U4UY7jniZyVjGuxJckHdlmxuH6ZrFmtXguoUNsIyrHBCn5uBzz1rbdlVQGU4Dhgc4NSXtnD/ZRmicNIHBUgegx+FdSOYhtzHMq7mKvzlSMEH2p7xvnDkgr1OetU7K5M0LB03sxHOeQavW8TGIqC/l9Bu52n/JpDO18LiyuNJijIVrgA5G7B25yDXJ6/ZQjxFcBEUqzb8j1q9olzLp16sUm8ARNtJbCg9etQg73Mk8hlkk6knOT3yai2twMWa3Cj5ZJGI/hz0ptnZrLOBJucKOcnvWrPFDksjjIqbS7UGXcOR6DvVXAvxJb6XZGRysaIu5iegrzLWfEEutai9wCVgBxEnTC+p9zWt4/15nuf7Htn/dxsBcEd2xkL9K49Izt3qenBFTe4GgsgkHvUqoAQTzx3qrEhXGetWk5I5oA0beV1jGY/bNXmkIkyvIOB9KqwMrwhTz6iryQHKEYx71QE8L78ZABzxWxar8wyOaz4o4fO4yB0IHStmGImRc8DpigZ614Yff4ftec4BH6mtisLwi2dAjH912H61u1gB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9J/CXTLDULC2W7DM4tYmRQ2AcKvX86+bK+oPg1ZEWtrcnO1bCPB7AkD/A00B6/2rxLVo/J1zUYiPuTsOPrXtteTeKoPK8TXeAAGbccd8jNOG4GTbxoX49ev4VegAGGUNgnn6VStyUlzng9KvxqzIpGDtHJ9qsRO2yOTjGDgkkVZiORuXseo78VSCsSM8Y9ec1owKqJtX+9SYEZVlydvVcECsq9AX5pWBI6L6CtiSRSHAYYzXNalNhuc5JOCaBmJeXhWdgScDjGOtUriQvGCfrT51eQu3cciqs5KpsHzMSOtWhHXfDvTv7R8aQzbP3VlGZj/AL2Nq/qf0r3KvNvhFZ7dK1DUGALTziMH2Uf4mvSaxluM8p+Ilg1l4kttSX/VXabX9nUY/lj8q5e4USExuACOh9fevTfiTZfavCEsoUlraVJcjrjOD+hrzCLE9tETy6jAb19q0g9CWVbd2iYovQHt1BrVWJXRGZsMByp71R8s586NAGydwIq/C3nZ4wSuR7HtVMCdoomKkDDL3XvVqGALGVUMQemaggt2LnBJUKG981cjOAiBiMqOD2pDGpG5AGOQT1FMePYf3jAsOMCtALzuODgj64qu0C+aznng0rgY91kDBzge1YsoD3Q78cCt3U/3eNvfsKwkOZySMH6d6pAenfC9cWWpH/psg/Ja7+uE+F8Ii0e+bJJe5yfT7oru6xluMwPFyhtIBPaQfyNeWXShd2O/f0r1nxQudDlP90g15XMyMJEcZcdv7w7Zq4bCZkNZrJsznd3xReSxJYSxw5DISPTqO9TNMAqgxkfNsJxxVW6iima5gilG/eTtByeA1aCMq1JZ97Ltbpz2/CtKK4dTnhlJO4e2P/rVhx7w+1twYEYIOM4NakckgdjgDg4P4dKAN7zFdUCA5HHXp9PzqFf9U+0DjnJHeqkVzIjquAy4Bzj8KsNNkE7CoPUY/rSGMiiQ5yg6963NJjCknbx3rHi3ddhALcVsI5tdLubgDlIXcfgpNSwPFr+T7bqF9csTmSVpD9Q3+BqOF9nTkVBbsy3I8zpJwfx//XT4QQvPODg0kBrqokXK4zinrGfocVHDwoNXFKleeKYD7YmKQeZz0rZidZA20cjpWVApkkG/p9OtaUKfeA44xTQGlbQEh3yCMjA9q2rYfMeMYNYtu38OeB3rWtc5bJ60xnqfg/8A5Af/AG1b+ldBXP8Ag/8A5Af/AG1b+ldBWAHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX1d8MvE/hfTPAemRXfiDR7a6MCeakt7GjrhQMMC3FFFAHY/8J34Q/6GvQ//AAYw/wDxVed+L/Evh24195rfX9LmjeJDujvI2G4ZBGQfTFFFNbgY9v4i0LcS2saeD1BN1H/jVweJ9DEYC67pg473UZ/rRRViJR4m8Pqg/wCJ5phJ7/a4/wDGnjxToCkMNc0vAPI+1x/40UUAV5PFegn5hrWnAEYIF0n+NZOoa3oV1FldYsA3b/Sk/wAaKKBmLca3pYTamo2bMeP9euPqeayrnVbJECrfWzuTywmU/wBaKKYj3DwH4l8K6P4PsYJ/EujRTsDLKj38QZWY5wRu6gYFdL/wnfhD/oa9D/8ABjD/APFUUVkMrX3jDwZfWE9rL4p0MpNGUIOoQ9x/vV41FrOkWu+E6tp5KOcMtyhB+hzzRRVREw/t3Rnl3f2tZAAjI+0oM/rV/wDt7Qwfl1rTsAHAN0ncfWiirAkh8R6KjBf7a08ADg/aox/WrA8UaJvXOtaaSMfN9qjH/s1FFAFs+KNA+X/ifaXkn/n7Tp+dMbxN4f4H9uaWeP8An7j/AMaKKQGTea9okuCNZ04/S6T/ABrG/tjShKf+JrZY/wCvhP8AGiihDPT/AAB4s8M2GgPHdeItIhkaYttlvolJ4HOC1dX/AMJ34Q/6GvQ//BjD/wDFUUVD3Azdd8aeFJ9FuY4vE+iu5UYVb+Ik8jturzKXxHoeWxq+nsRxxcp0/OiiqiJmb/b+jl0U6lZjbglvtKYP61V/tfSDdvJHqlqrsDwZ0xnae5OPSiiruBmx6vpzSZkvrYhWyD56jv8AXmr76zpEkwc6laAY6C4X/GiincCwmraO2M6tYjJwf9ITj9aujXNGKfNrOn5yelwnH60UUrgOXXtFCsDq9hyeD9qT/GptT8S6Mvhi+EerWLztEUSNLlCxzx0BzRRUsDyO4nt3+7PF+Dipxd2hlkPnRrvw33xjJHP60UUgLcN/ahQGuoBjjmQVaW/stpzd2/Tj96v+NFFUBOur2SuAby3I/wCui1o22r6cFw2o2oOO86/40UUAX7fWNK84b9VsgoPX7Sn+Na0HiHRUbnWNP6/8/Kf40UUDPSfDHjPwtb6QUm8S6NE3mMdr30SnGB2LVt/8J34Q/wChr0P/AMGMP/xVFFZAf//Z", "path": "003470.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003471
Men Tshirts
{ "bytes": 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Ny5wJfZj/AHvfvXqo5rmlFxdmWncdR2oo7UhjGIAry3xXqv8AaGsMiMfKh/drz37n867/AF+/GnaTPMDh9u1fqeBXkTks+89e5ry8xq2Sgj3ckw3NN1X02JAABxR0pykEA+1NJ5rxz6cacUg60vWnAcUirjSOaXbzmlxzSgUCbA9KjZTt4qU9Kax+U8UISZAWIZWXhlO4exFNlZ724aaXkFsgHmo5GAkXGTuOOKvpGqgADAq7tIclFPm6kaR7Rj8afin4FIRUMm9xmKMU/FGKB3ExQFyaU8UA4oFcTBx6e9JNAs8bS9JUxkAffFPPI5pIpNkgyMqeCPatqFV05XPOzLBRxVCUWtehjT2CO3moGSZRxIvX6e9dH4d1WXH2K5YFwu6Nv7w74/wqjLD5czKD8o6H1FUHna2eKVCBIj9fr2/GvcaUkfnFKtPC1rPpudJr2vLZwGNH2sw5I5I9APUmuMaO61DmXdBb/wDPNT8zf7x/pV9bSSaf7RcktIxO3PIX/wCvVzyQo4HSiEVFCxWLlWnfoULaxhto/LjjVB6CpjEvpmp9uBTSBVHHcrGFQQccelPHBwAMdqey8HvTcfLn2oAVhkjgUm0jkUo6hvpUqj5fxxQBc0vVpdPmAzuhJ+ZTXbRyrLCsqHcjDIrzqRdrV0/h6926fJFIeY8uB7VtSnZ2Z7eVYqSn7OT0ZpyqRcO0eN7Dv0X3og06NZvNlzLMf435P4elWrREmgWYHO4ZFWNuBWyikfTc1tEMCAdhS49qWirJuIBjtS0tJUiCjHFL0pR0pgQTwJKmGHI6GqcgMfBHIq857VUvASgcHhTgiunD1LPlex5WYYVOPtIrUzLlmYmJWIDfeI/kKSO3CgYXjsPSn6eWlR3lTa5Y9e4q0VAFdiSjseI23oyERgjmk8lR91cfSpitJii4iIIEyBx9acKcRRigA25prKBUg6U1hmlYLlK/sbbUrCWzuU3wyDBHcehHuDzXjGvaadI1i5sipCRt8hP8SHkGvccdh1riPiLpYuLCHU41+a3by5OOqE8H8DWU0b0pdDgdH1D+ydatL7aWEEm4qOMjHI/WoNY1W68QajNe3DEiRuMcDHYD0AqrsMh2nGOp561Y2gcY6CufkTlzdTp5mo8pCkIQAAAAU7y1PUVJijB61diLkRQgfKSB6UgAA6GpsZ6U0DrmiwxnNPUGl69acDxgUwuAJU5717B8LPHl3c3seg6lL5iMp+zSufmBHO0nuD2ryAnK+9TafdSWN7DcwuVljcOjA9xUTjzIadj6+HWl7VleH9Xj1zQ7TUosbZ0BYf3W6EfnWrXE1Y2OG+IFxiG2tQfvEuR9OB/OuE9veup8dy51mNP7kQ/ma5UCvncbLmrM+zyiHLho+Y5WKkAnjpTWfDqD+NNfoD61WM+2TL9gT+GK5VqeqkXVYlvQVPgY4NULeRpMM3GeR9KuA/MKGiJIkKjFJjjpT8AmkpGdxMcUxuEJ9qkJzTGGUI9qaGiOKMFfmAPIqXYFbg0qjbSAYNDBttj6QigdadikIZijpTz9ajJ/GgEBNN34IpHfC8VD5oOCKZaiWGOcAfjUfelTpz3obrSGl0JZTuhjdAfMJ2nPSsprL7dPhpMeW+4e+K1om/cSDjpnkVWgAj7HJ68V7eEm5U0fmef0FRxkrddRVkYTbXUj09KnI5xUW/LMCOakC5FdJ4aGFQe9MKEdDU3l8ZpCuKBkPl+9IyAKSRkd6mI/Co2+6R2oAgOEhJz04qRTuZuwyTVXzQYjG/BVtpP9akgbdluw5NAEsg3e4q3pc4hvkLD5CcMPUVXI+X69KRDtbNCdjWlNwkpLoeixgIoCgBccYqTrVWxl83TYJOuVANWhzXbe6ufZ0p88FISjFLijFBqNxS4oxS5oC400ZxgUr42jnqaidtzBR36/SmC1E68npSFQylT3p5GABTf4qSdtQnFSi0yk8YJIxyKjAIq1IAHaoBzXqJ3SZ8lUjyycRuKTFPxRiggjP0pQPwp+B3pjkD2pgByCAehFRtwQKiMo88RZ5K5H4GpXceZ7Yx/jTsAsmNx9gCfrVO6tUvbSa0kVWSaNkIPTmrhOeT/ExY/SoSMbc9TzUSKi7Hgr2pt7iWKQfvInKH2IOKdg9a6DxrZLYeJJ2VkK3I88Kn8Gex/EE/iK50dx61gdV7i0tJgilzTAAozTWwDTsio5DuFDGhrHav40JJuAOOoqOUnbn0pkZwOemTU3GkWd+Gx7Uo+UimLy+ac3rQB7X8FtZMlvfaRIx+TE8QJ6Dow/lXrnY184/Cq9Np44slzgTBoWHrkH+or6Orkqq0jSOx5Z40lMniCVc/cRR+mf61z3YEdRWl4im8/XLqQHgybfyGP6VnRkBsdj1r5XEPmqNn32BjyYeK8hrjI4781n3SFl9+1aZG3jsao3gwhPb/PNYrc74sh0u5WcFeQ8R2MPQ1qq2T9Kw9PaYu7MUMZbACjB/GtaNtx9Kqa1IaLqsSM+tO+tRKw4x0pzNUGIppBzSA04UxhkUmaSgDmgB6nAozSU0mgVhxPFRM2KUniopCAM5oLihGYD6mqEMwaXapBCk5xUGsXM0MMfkBclwGY9h7VLYRcZ6D+fvVW927No9jSRiRTzSIvoMUp6+1QR1JIeVcf7JqMFVAHPtzUtqRvwwyp6iotgwK9XAv3Gj8/4qhbERl3QE85qVTgZFRYwOtKD9a7z5UmzTCR60wtgU3fQMV296ru5wTmnM5x/jVaVvlNA0rlC/n8oFycBsZ+tWbKYz7QBhB+tYN9dm71BoFB8uJvmYjG447f41uWEbGEAfKneguasjVVsn5celNPDUiABfYUjk9MUELc7rQCX0eLPYmtIDBrK8OH/AIlEf+8a167IfCj7LCP9xH0EopwopnRcbikJABzSniq00nB9qCoq4yaYCNcdmxSo+ev3m5PsKzZJzIwjRwCTknGcD6fyq7DHtUZP4Z6/U0JmzgkizuHLenSmkevWhRnBP3R0peuW7UMghlA3keoquODVif76n1FVxwa9Gk7wR8pilatIdilxQOlGaswIzx1qvK+36VPIfaqM74oAoXF15V/ExBISNmyO/bFWrZ3kXzJcbm+YkdKwDci91Z1Xd5cPy+xbP6//AF66WCMlASO35VaJZOOR83BIxj0FRyfMc+owBUqqWJH8I+83rTHO58gcDgVDKR5j8RIsa9BIBjzLYZ98Ej/CuQPrzXoHxJjGzTptgJJeMvzkAYIHp3rgTxwOlYM6o7CDOKM0lITg0ihSajZsUpaonPNDGhCxwQaiVhwo65yabNJtGO56UQgms76lFpTgVL1FQKuT9KsKMD6dasR0XgWQxeNNHYf8/cY/MgV9SV8qeD5BF4t0mRjhVu4yeP8AaFfVdc1bcuB4dcyeZdSv/ekZvzJpoGRj8ajzuYn1qZa+Ok7u5+kQioxSAncvPWs+9YJE5PQA1oSDjNZOqti0k9dppR3NIiW0ebWI7TnaDlauRIy88496bAm22jA/uip0pyeoPUkRiMVIGqIdKkXpSIY4Hmng8VHjmndqCGKaXvgGk60GgQvTj0qNjTqQjjmgaI2+7nNQvll4NTODtqBge3FI1ijN1CHMJZiSQQRntirVicoD61Fdxl0I60+wyIlBq73jYuxqKflpG60kfNK9QZbMIm2yA1O0e12UdjVUHBq6SGAI7ivRwMtWj5DiyjenGqumhCY+c03oalPTGajJHrXpnwoxjgcVAxOetTOcds1XbGaBjGfFUJ5hkqTtyODVqRiATVKUK6HcvvQWtDHgX/TJt0nmEv19vSuqs0/dKD+VctHhdSkUYHQgDsK6qyb5BQOoWyuxcnrUDnDHue9WHzjiq8gxigzR2nhZw2lsv9162s1zPhGXMdxFnnhq6bFddN3ij67L5c1BDhTWPFL2qNqs7khjvjvVKeQj+En6VYk6VWkPynjNSzopoz9HgjVJSiuN0zElzk9f5Vtog6du9ZGlCQSTiRlI8xioVcYGfXv3rZBoQ6u4NzhQKSTAAQU4DHzGoic5Pc02ZIbL91T+FQEZNTvyg9qiruoP3D5nHxtWYAYGaaTTh0qNjjrWxxkUzYQ4rIuWJB5rUmbKtWXIN30ppCbMiwSNNXuFAbzjtJJ9P6V1MXzIM1zEAxq8zdAwUflmulgPyiqEWXPy7VHXr7VXYY+lWMVDJ34qGUjj/iDb+d4dSb/nhOp/Agj/AArzHp9K9p1ywOo6He2o+80ZK5/vDkfyrxcAgbe44NYyWp003oNzzTW4NSMcDioieTmoLGGo3YipDTGoZRTmJZgasw8Cq8/tU8XQVmtyuhciXuaeRk7e3U0yPoKecKuK1ILWmzfZ9QglzjZKr59MHNfW6OJEDqcqwyD6ivj+MEtxX1R4Ru3vvCOlXLsrO9qm4r0yBg/yrnrrZlwPKNoB3D6/WnL9KltrC4uNwTYWBIIJ560s1he23M1u6r/e2nH5ivj5UprdH6FDFUp7MgkPy1iao2UC+pxWyW9eaydTG+SED+9npUwTTOmMly6ElmzeWqnJxxzV9RjrVS1TgE1dx7UpbjQoqRelMANPAIqSWOHJwad603FFBLHZ6Udc0lAGfwoEAOc00nBpcYziimUQsSTUbipG+9TW5oNUyrJgMCwyoYbh3Izzip5rT7JqNxbhcLG/y887TyM/hUUg5HPUipUSSSYbAXcnGM5NbwhzU210OGvjFSxEKcnpJMnQ4HSnEbuvFPjsb1zhbSU+uEq5HoeouMtEqD/acCs1Sm9kXPEUo7yKKouehNTkERIwB28jParLaVJF/rJVz7VDMCirGGLKOce9dmEpSjO7Pm+IcTTqYVxWruQMST0ph4NP570FcCvUPgSAnJwc1GycVOw70xiMZoGilIoHGOapXC9xz7VoSYqlcAH3GOaC1uUItOkW2l1IkhBcLbgf8BzWzZyAAfMK2odOjk+HpYrlg5uAffdj+VY0W1UGFA+gqpKx0Yqk4KPmi8ZN3T+VR7STliAPSljLPgIrsfQDNWRYXmMtDt/3+D+VQ2kY06FSbtFGn4XKx6iUxjchHWux7Vx+gw7NXjy2Tg9PpXXg8V00XeJ9Nl9KdKlyzE71G5qXHNQyda1PSiQueKqycA1Zc1WlNI6YaEdguI8c8M38zWkgqhahFCBVIbktnuSc1fGBzg1VrbmUqkZ6xHMM8dqTyy3XgUpkVByQKz7zUmjUiJRn+8/+FZyqRjuzPmLzRr5bBTk+oOap5BHfNZ+n3dxcXMrSzO+FHHQD6CtDtXdhJc0OZHz+YzTq2AdabIcClFRymug88q3L4THrWfIcLVqc7mxVWU5/CqQGcqlb9SAPmzznHSuhgUhQSv61yviFzaaR9r6eSQ/Hsa6LT9Qt7y2jlgkVo2GV55xQ5xW44wbWhpg5HamlQx55+lNUkr/hUM10Yx9wE+pYVjPE0o7s2hhqstkTlFwQQMEYIPpXguoxR2+pXMMEgkiSVgjjkFc8EV6zfalcTRyRhhGhBBCf/Xrx4psyq9FOOKxjXjVb5ToeHlSXvdRO/NRu2DyaUtzzTWyfpVkjDzTSOKXNNb9KllEGwySquPvMB+ZrU1DS20nVbnT5X3PbvtLAdcgH+tV9Oi83UrRCPvTIP/HhXrXjnwNDe+OJ3jvDbGeFJHBTIJxtJ6j0FZSmoO8i1Fy0R5WqgAdTTwOAev4V6XZ/Cm0OGuNWncekUKr+pJrYi8B+H7Ff+PSS5cD708hb9BxUSxlNbGkcLNnkdvDLO2yGNpG/uopJr6P+HMF1beBtOiu0KOofAJ5ClyRmuPaCC0Ty7eGOJOgVFAFeh+F+fDtof9lv/QjWH1n2rtY0nh/Zq9zhtLG+WSQdHYtj6kmuh83Yue9YekRmOBAeTgfyq7cy44715t+p6LV2JdNbzK3mQRuf9pRXBapbB9ZWRFCxbSoA6ZHX+ddhuPkSM3AzgVz1ygMVm/dkkb83P+Arnq/C2engW1NK5TiAHPSrGc9OajVR3p+MV5zPfJFAp1NXO2ndaRDF7UCjNAPNAhx4po5NKTRmgQdB703PFOHemE0xojP3qY3X0pW601zzQapEePnU8HDA49eatxEJdNJjBD5AXoOaqD74+o/nV0cylsDGeQK9DBK6kj5LiSr7KrSmuh2FpcB4gSc5q7JISoxnpXKafcuilMnCnFbkFyHTG6uhO2hnL3rSWzKt6CVJ9KxJDuwT2Nb16uY2wRWA3yluAMNVU37xw5lG+HY0dBQw4NOGCtNYD1rpPkiAjjBqu544qdyQetQPx93mgZA7VTkbPFWpB1OfwqB4+GODnFBcN7HoOkWfneFLe1YH95bbT+IzWPolhaNEpmhDuODu7Ee1dbYR/Z7OCLukar+QFcyx+wa1dQ/wFvMT6NzWlde6mfVqhBwi5LY6GMJGm2NEQY6IoFZ16o2tU0Vwr85qO5G5c1yM2hBLYo6OdutRD1z/ACrrQa4/T+NftxnjdXYHtXbhvgNUNY4qB6nIz1qJxxxW7NIlc1XkHBNWG4qCThTSN07IozMVhcoSGUZBHHfNaFrKZIwzc59TVIAMWBGFbj86ZY3ARDGx+ZTtNLGJpRaPGwdTm54+ZrSNlRisi8zyT1NaIlDLjg1QuhuB7V5kjtirFXST/pUoJzlBWxWJpRxqEoPGU4/Otvt1r3MB/CPBzD+MHeopuO9SE1BIa7TiRSmH51VccVclGRVZxyBQMxPFykeFrn2SqPgS+8zSliJ+aJtnWtDxs3leFLrI4IC/mRXDeD75rbUmhJ+WUZH1FceLjzRZ24N2Z7FHKCfwqrdcqapW930ycVadxIh5B4rxJHtwMO7yr4PrXl90Cl3MMYw7D9a9Sv1+Yn0rzXVYwmqXK/8ATQn8+a7cA9Wjkxy0TM/qaa68E1IRzTHHBzXpM88hzzTTnPFOPWhRk1IzQ0KLzPEOlx4zuuoxj8RX0J45hMWqaZegfK26Fvc9Rn8q8F8LLu8Z6KvXN5H/ADr6U8ZWDXvh6YxjMsBEyfh1H5VyYlX0NqLtK5h20n7tTk9KdcgFTnnisfT78SQpjODzmtRpBIleYz047mPegAk8/wCRXc+EH3eHYBnO1nH6muJvwAhz1rrfArZ0Fh6TOD+laUPiM8T8JzmnybY1AwTjmnXxJjYr9ar6eVaBSCeeSPSrEwPlkDpXLfQ6luUmYNZbs8gciuctZ/tVnCe0asn/AI8TWrcy+Rbyg5xg1i6Uu3Toj3Ybvzrlry909bAQ9+5YHJp46U1cCnZriPZY4dKUGmngcUooJY7rSjFNpe9BI40gpTigYxQIQ+wph9KfSGgaIGGKiPJqVutRHvQaoFHP4irSnLke9VU6oD3YVMDhz9a9PAbM+J4ulrBF+0fbM64zlQat2104uVjA571nwzeTKsnGAvIq3pyNJK03qc4rWekmaYJ8+GjJ9jamzJFgnHFYVwuyR885HWtZnYYGcEetZdw+ZG9SOlVD4jDGfwJX7FTPGaGOCBSMMEYFKFrqPjCKU+1VmJAwOatSDNVnUmgZC68HGKfaw+fcwRE48yVVP50hXr0qCWVoNkiHDKwI+uaEaUvjR6yBxj1/nXN+JItupWcvTzEZT+Bz/Wugt5BPbxSr0dAw/EVj+KE/cWcuQNk5BJ9x/wDWrpqq8D7JNOCsZ8MpjbBNXxIrx5zWHcnYU5OWArSt8JCOc465rzmNFXzBb6pBP/dkBPNdq3XgjHauIvwjIHXHPpXYWjbrS3Y9TGufyrrwr3RfUmNRP0qXtUbjiuopFZ6hmHyVYZc4qvP92kzZ/CVAvzN9cVSmG3UpQP4grfpWmqjcSfWs+8XGpqR3ix+RNa4xXopnz+CdsQ0/MmhmwcGpJgDEfpWW5Zbny93OcmtLjy8Mfx9a8ZnsSVjPsCItVAPR1Kj61u1z8qmK+iZTzvH+Fb/869jLpXg0eJmUbVE+41sioGqdunWoH4r0DzSBhubFV5R+8A96tjlqrvzcAe9MZzXxAbb4ZYZxmVAfzFeZ6bKYdRt3GceYBXpHxDbGgBcdZUzXmEZKyKR2INYVdbnTR0SPVRNthRgDWhZXDPGcnjNYqz77SOLGGbGPpWpb5hhUdq8GaPeg7iXyNgtwc9RXnfiSMJq7kDhkUn3NeiTyHyST93rXn/icg6mg5H7oZJPB5Nb4L+IY43+GYneo3PBpx46Ux69Y8pEPU1JGO9MA5qZQAmc0hmn4VlEPjLR5SMhLuPP519ZzIJIXQj7ykV8f6TIYdZs5Qfu3CH9RX2EG3AMOh5Fctbc1geN26+QskecGKRkP4HArVtLoO2wtmqF+I4dV1VGbBWdz+fP9aNJ6GRhgsa8uW56sHdI0L3aUOen0rofAch+x3tv/AHJA35j/AOtXPTSKVKtnJ6VseBVY3V84+5sQH65NOi/fIxGsDC0qQ+QAc9K0pB8oAHWsnSpN8AI69615MhMd/WufodD0ZzWtny7OY4/hOKy9PG3T4R1wgrS8RuPsM3ThDWTo7F9HtmPUpXJiPhPawG5bXoaUAmmjgVIv3a4z1WGM/hS0Y5pWoJEoo7UUAOFLikzxQDxQIO9IaOvWj1oGQP1qJjxUr8moWHpTRohFfEic/wAQqcEhyevNVVH7xf8AeH86tE7HJ969LA7M+I4tXvQFfczqg7j+tdHYR+XCOOnFc/bDzL5v7qKK6WHKRFTmtZO8maYePJh4R8hbogRHHXrmsQyF5pMjoK0L6QCIhgSD0IrJhbCud2ctgZq6avI5cwlyYeVyR+eMUg6dqUtn0zUZJGa6T5Aa7ANUDsCadJg/WoeQOaAB+BjvVKYZdf8AezVp/rVRsmTFBpDTU9H8Lz+f4ftdxy0YMZ/4CcVH4twNJjBHHnrn8jVHwNOHsbuAnmObP4Ef/rqbxpME0y3TP3ps/gB/9et5O9O59Zhp89BM5+2ZrmcFvmC9K2hGVAxkcVl6VD8gz3rYJwCM9K4GdETNuh8u1cBs4rtIU2QxJ/dQD9K4SVvMvooh1aRRyPeu+PXj6V14bqzRbjhTHOOKeKa44FdQ1uV2NVbjsKuMvOBVKb/XYqWaoYOSO2azdTYLeRk9RHnP41pAk7T6CsfV23XqpnpHj+ZrbFP9weHh42xjXqJbgzStIx5PercmQpGMrUVnGVQAdcVPK+1Ceo6Yrxj1pPUz8br63AO4Fx17VvnA5965yxbzNYhUDgEn9K6InivYy5e42eHmT/eJCMRULipD1pjV6J5pGowKrnm5FWSOKgQfvifSgZyHxCUvozNnhJkrzNM709yK9S8ZKJdCvTt3bcN9MEV5tYxiW+gTHBcZ+nesJvdnVSWljv7BTJMCei8Vvoo28jkAVk6YpVFY98E1qM7Lkr1A/SvAqPU96mrIpXsojDYJwe1cF4jcNqa+qxgH9a7K/k3Zxn/GuD1mUSatMQchSF49hiurAr37nNjX7iRnt0qNhzUxGajIr1DzERbeakPCUL1pJDxikMW1O25hPpIv/oQr7Ft+baE+qL/KvjiM7GU+jqf1r7BtJx/ZME56eQr/APjua5q3Q1iePa1IZ/El8i97hs++K2bWELABwPrWDZv9u1Ge8IwJZncfia6RSEC4HWvKm9T1aa91EM+IgRk7SPriui8BgNa3r55MoH4Y/wDrmuS1KUqpIPFdl4AgKaC8xPMszfkOKqgryM8Q7QOJ0OQGMAda325Xk1yuhs0ErQueVJU/gcV0jPiInOa5nozqaucp4pl22M5HXaQKpaOMabFHz8gIqbxTzbhezED9aZYARw4PrXJXfu2PbwEdLlsYApwbimsQcYoBrjPT3Hg0ppgOKdxQIXPFGaTNHFADj0HNAPFJkZApTigkTP0oJpO9BoGRN1qMipSKjIPSg0RGfl+Y1ZI3ycHgnNVpBlAD1zViNsxo2QCF5+or0ME7XR8nxRR51Tmu9ixow33M5bnJroCdqYxkjg1g6INpzj7wOa2J3+UEDg1vcm1opFDUJAuVJODyMVQDBAFGPWn3LebKFzyT1qENuboOK2orqeHnNa0FTRJnJzn8Ka5yc5pSyjvzURf8q3PnBfqKY3Jp2SelNJOce1AyOQ5x2xVXrLVlge9QKAZaClsdF4Gk2apdxdmiB/EH/wCvU/jhy1xp8HbBY/mB/SszwjMIPEW0nHnRso9z1/pV3xg2/XrZSeUhB492JrST/dn0uXyvQt5ktmmEGByOaknfIO04YdumadENiKR1qtduPKYMRkdK4melFEGnRvd67bL97Dbz7YrvMc1yfhWDzL64uSPuJtH1P/1q6wV3YeNoXLQo5FDcCkBoJzXQMjx3qnMuJM1dz1qtKAT70maRKyn5cfWsG9PmaxIOykL/AOO1tqcbuO9YJbdq0xz1lI/oKMW/3MTy8PH/AGqbNGH5R/WoLlyFJU5z1FWPujHsazb1h5WenGOK8pnb1HaGC+oSykfcjx+J/wD1Vus2KzNAi2WTSnrI/H0FajDJ6V7+Chy0lc+fxs+asyPdkUmaeV4pMc5rsOMaarDjeasscCqpztbmkBzXiX5tB1An/nk1edaMofU0P90Mf0xXpHiBS+g6gBz+5b+VeeeHlD3zH/pn/M1y13aLZ24ZXkkei2aARIf9kVNM42llPPr/AEqK1cfZ0+mP1qK5lwjEdO9eBLc9+KsjMvphGryEghFLV58zb2LHOSSefrXVeILkx2Lp3dgufUCuT3V6mChaHMebjZXlyroOzTeooBz1FITmu04gFRv96pOgqLqSTSY0NbIXP419U3N8sPw4F2Gx/wAS5SPqUAr5Vkb5T9DX0drEhg+EFimctJbW8Y984rmr7XNqavKxzOhQbbKI/wCzzmtl8ovHOBVHR0I09BxkCrE8uzJIzxzXjyep68UZl8+4nB56jPevV9Bsf7N0O0tO6RjcfVjyf1NeZaPbDU/Edpb43L5m9wf7q8n/AD716/jFdOHj1OTFS1SPFbyD7F4q1GDnC3DFR7HkfzrefH2ccHpVPxvD9l8arITtFxEjg/TKn+QqVps22MkAgc1yVVaTO2k+aKZyfiQsWiTrmRalhHB4HWq/iDLTw4PKsTUttITGAeuK8+ufQ4Fe6Tjg08HmmCnCuY7x4WlxSBqQmgkXpQaSkpjHClzTRQDSE0Heg0UlADWJqMmpGqF+AaEUiJ24xmrTyFdPxxgbsfjWdLIME9vWtOSJDocEu8iR5zGU9cDOR+YruwukjxM4purCKXdF7SFwM98YFW7yQLFgHryAais1EVuD05zmql/Pl8KeSOK6Ejz5u2pTGcM+eCcc0oJ20xlZEVMYIzn3NKjAcGuyCsj4vH1vbV5MUjjqabg5zzTzUZ5PBqjjJA3GM80jHA49KYgIznrT/qKAIn+YcVFghwT0FWuCuKpzN5cRz1NBSHaXKU1qzcH7syfqcf1re8SHd4ob/YhQfTjNc1puTqtqB18+Mf8AjwroNZfzPFF96IVT8gBRJ2gz6DK/haNCN/3K8cYFZd9LjIPFaIYLAB2xwayXjN5exQqM+Y4WuZK70PZWx1/hi0+z6OrEENMxc59O1bNNjjWKNI1HyooAH0p3FepFWVhoSkNO4prdaooY1V2OXqZzVdzSZpEqhhvYf7Vc/E266lfHJkY/rW5E37989MZP51z9q28Kx7tuP4mssXL93FHBSjavNmrK/wC7PqKxLuVmkCryTwB71rzSbY2Oce1Zmnwfa9ZjJ6R5c/TtXDTjzzUUa1JKEXI6O1hNvaRQj+BQDUhJzTupNBHOK+njHlikfLSk5NtgDnrUbcGgnnFKwOM1QiJiDUTgbDins2KryyfKcUAY9/H59ldRf89EZfzFed+GoyJZyw5GFP4V6LM20gd91clp2nTWV5cwTxtFJ5zZDDnGcg/iMfnXDi3aDPQwS5qh08Hywp67ao3z++Mn8KtltkRwenNY1/deXBJIT8qAkjNeHFNyse62oq5y2u3Pm3YhVsrGOfr3/Q1jninySGRy5PzEljTB717tOKjFRR4dSblJyYoyelLigECgGtCBHOKiP3akc81ExxUjQ0nIIx2r37XLoSfDbw3HkZlEfH+6v/1q8BUcjnqa9aj1Eal4Y8L26nJt7Zy/PQ7to/SuTFO0Dow6vNG3p6kWa8etRXsu0HHU1Yh/dwAE9BWZdyGQ7ACzM21QOu70/OvI3Z62yOw+HliH+1ak45J8mP8ADG4/yrvsVnaLpw0rSLa0AG5FG8ju3c1o16MI8sbHlVJc0mzz34mWZB03UEXlGaJj6ZwR/I1kWcZk07cx5bGfpXVfEiLf4VZ8E+XPG3H1x/WuZ01jLZj0CjFceJXvHfhZe5Y5TWk3XQAH3QSKSA/Kp7YqbWjsumz7iqtscxCvLrH0+C+EuA0+oVqRTXKd4/vS0g5pQOBTEFJS0YoAKKMUYNIBM0UhppJ7UwsOzVaXr14qU7u4qGTpyKEMqTuqrtrRtQ886Qk5ij+ZAOxOM1lTfK25jtX3FdT4ftMWvmsP3knPPYdq7KC7Hm4+dol6WPyrF14+XkVgOwkmLf3R1rX1OYx7kUjkVjH5cY+td1ON2fLZjiPZUG+rEdzyTyaj3nPSpMZHK/lSbRjoRXSfHiAt6GlDH0pQfWk4zz/OgBQxzSE+hyaG+bpTG470APLBe9Z8zGV89h0qeVj0qtKQq8dfeguKLfh6Mz+JbFMDBnz+ABNX0k+1ard3AH+smYj6Z4qp4Yfy9XmmxzBaSyA+hxxV/SoSEVuhA3En1qanw2Po8rjancuTyARMoPI7elS+FrT7TqL3Z+5CCBn+8ao6m218jjcMnFddoNj9h0iFWH7xxvf6mlh4Xlc9bfQ0unc0ZpM/Wj867yxc0hzijrSNx3phYhc4qtKeKmfIJqvKeO9I0RnTS+XFdyf3Yj+ZFZVnGNidwBWldxltKupcgKZEiPqc/wD6jVe0TapYDOMD+dcmKleyOWKtOUivey7YDz0qz4fg228lw3JlOFPsP/r1nX6mS88hAcyMAuK6aCJYIUiT7qKFHvitsvpc0+Z9DgzGrywUF1HbsGmu/cGnFc+lJtFe2eGRZyakzlcUYFBFICCTAqrMwVTVmXpWfOeD6d6bAzbht0yj3quJn1LV5r5xy7jg84UAKP0Ap00n+sccHoufXtUttD5NttUYxjn1rycwltE9jLobyK943lyYPcA4PeuO8RXYWFLZGO5zlv8AdFdTfSeZICRyBjmvPtRuheX0si/czhfYD/JrmwdPmnd9DrxlTlhy9ynxSj6UpFIeK9Wx5QfhS54pvNKcYoAa5qImnk5qNs0mNDS+CK9K8H2Tizh3cb8H6V5rDGZ7qKJBlncAD1zXuOkWP2KyQOAWCgY9K87GT0UTuwkdXIluW8pih9OKu+C9MfUtcF1IuYLQ7+em/sP6/hWTqcwaRcdhzXpfhTSxpehwow/ey4lk+p6D8BiuWjC8rnTiKnLCy6m8BS0Udq7Tzjm/HMYl8IX4JIwqkY9Q4ritKIijUc46YPpXouvWi32hXttISFeFuR2IGQfzFeU6PftdXUiLErqnIVZP3jnAOAvpyOSQK48TFtqx3YWSUXcj8VQraJLKED+YgUE/wsCD+orltO1OGQ+WxMTjs33SfrXcamk+qLcae8+n72JKRuDuiRSA0kjbsAc8ADn161wd3pQsmuGa8RY41gdCtuxMqyhiGClh1IwBnPrUwwsKsbS0Z1LMauHleGq7G8jbhxtPuDUoHsfyqo1hJbpcB9QiJtoYmYrAdxLkgjaHx1GB81SJZstzLCdVV3iTMirFsxJgErkueeegz7msJ5TO/us74cQ0mvfiyyMehpwIqnIJkX5bmQH3wf6VQlvr2IYaYt/tBRU/2PX7or/WDDdmbmARxk/hScfT61y81/qSgst8cepRTj9Kq22v6kLsRy3mULhfuKP6UPKK67As/wAO+52mARSfL71yF14ouo4cwuhkLEBSoOacmv6oGEbsnmYGflGKn+ya/kV/bmH8zqztHrSblrIgu7ucfNdICOoUA0OL5puL19mOmxf8Kr+ya/kL/WDDdmapkGOAT+FVZ7koCQFX3JFUfJduZbmUj64pItJGoShFJIB+Ynniq/spxV5ysR/b8JPlpxbZNpFr/bWq7S4aNDl/T6V3OY7dVQAqR1461U0rTodKtFhhQKnXr1PqadqMqGNiuQ2O5qVBQ0RnVrTrO8jMv5N0q5OMcn6VnfaYzlhONucf5NOmlDhsvsYptXPest5JYHwVA49OGr0sNhuaHMz5vNf3slC+xq+eh6XKc+pFPy2CRIpH4Vz88kfykAY7gjOKuWkyIQ2BjcnYVu8K11PI+q36mkxfn94p9MYoPmZ6ofrXP3l5As/kjhiWJ44HNV2mVj5aKpJABYjApfVX3D6o+50+Jcn5F49MmkYv/dH4Vgx6SsdxFIobJ+8PNJB/CthrbzHKoqqBwWBPFDwz7h9VfcbIHGTgVQncj7xRfqa0TpokCheTnqTWbd2ccSyLI6g7iOBk0LDPqyo4a27NTw/KBpWqyI4ZpmjtlwOmfmbn6V0cUKw221RgD9a57wpp7fZ2mORFvJUMMZ4xnFb9zMoRlU8elcde3NZH0mDp8lNIp2sZvtYt4Tkr5nP0FegHdjoK8wN7LY3iywTeVKX2hgPbmo7zxlqMFski3jucbflxyfyrqwtL3LjqYqFOVmj1HJ9B+dBJHTH515RD4v1noL+UsSOGUHH04q8Nc1+QFv7TlTHTMaEfliur2TJ+v07npHzA9BTWJPVa4O31zXFj/eXyk5+80S/yxVqPxFqwJzLbv9YcH9KXIy1jqR1r4HO39ap3LBUJwaw5PEOrrG7fZ7Rgq5yQw/rWPfeKtRYbfLtcn+GMMxH1O7FS4M1WOpdzor4n+zLK2BX9/M8578LhR+pNNkXyYCQcADORUdpO+o29ncSrtEdusY7c9SfzP8qbfTAoVUgg8cV5lV3kXHVXKNldW0epG4u7iKEIpCmRsc1uR6xpch+TULVifSUV51rEiNJFHuUsqs/4k4H6D9aoWc2JEUEffXIxXr4R+zpbHg4z95VZ6u2oWHGb23Gen7wUz+0tP5P2+149Zl/xrzO5u0WGJ3Krtj6n1zWdNeIVO4ZDEYx34rp9t5HN7LzPXl1Gwb7t9an6Tr/jSm6tjnFzAR7SivIbaKEkstpFg92wTVy2jGxgYkUg9qftfIXsz0yS5t8c3Nv/AN/B/jWXf31tHC2Lm3z/ANdRXFttAIKiorXSl1GY/ukEYOGfb/KoniFFXaLp4dzdkdNCouCj7gYgchgeDVyVwI8KcjOOKS2git7UQqAqoOAKpTSmObGeMV4deq6s7n0WHoqnDlRjaxc+RYXMgbk5VT7muG6HqK7TULdbyzEb7wN2QR3rFh0WCYndcSKSrEfKD0FehhIctO7PLxdVSqWMYn1x+dIfw/OtK60pIzGLeYytIcBSuDR/Y8m5g00aherMMCuq5zXW5m5ppbFa0Ph+6uSgiaIhzyWyu0epH9Kuf8ITf7sefbEeuWpNjujmSfSo3IA612MXgO6dh5l5EoP91Cf60s3gVEkjjW6kmdvvYUKF/nUSkkrjjq7Ir+AdFkvtU+3MgMMHCkjq3/1q9bkIji298YqlomlRaVpMVrbrjyxyR1NJcTlW2sSTyfevGrT55XPaoU+SNhuk2X9qa/b2p+6ZNz/7q8mvYAAa4D4e2Zlnu79xkKBGp9zyf6V6BXRRjaJx4mV527C0dqKO1bHOfLkv7RPi2WJo303QyrDBHkS//Ha56y+LGv2EflwW9gEPVTG+G+vz1wlFTKEZbouNSUfhZ6Ovxr8Sou1bTTFGc8Ryf/F1Q1T4qa7qzB57ewSQOH3xo4OR93q56dq4eihQindIHUk1Zs7S2+J+u2gIjhsuSCco/JHQn56mPxZ8QmNo/KsvLYksm2TBJ65+euForTnl3MuVHYn4k6yykfZrHn/pm/8A8VUD+P8AVJBzbWX4I3/xVcrRT9pLuL2cex0UnjPUZP8Alhar/uo3/wAVVdfE96sqyCK3yDn7rc/rWLRR7SXcfJFdDUGv3YkDlYmIORkH/Gpm8T3rDmK3+u1v8axaKOeXcOVHQW/i+/tn3Jb2pP8AtK3/AMVV0/ELVcgra2Kn1VH/APiq5Kijnl3Dkj2Osf4hau/3oLM/8Ab/AOKq5a/FPWrOPZHZaaR6tG+f/Q64eion7/xFwbpu8dD0E/GDxAf+XPTP+/Un/wAXUEvxX12Y5a0078I3/wDi64Wis/ZQ7Gvt6nc7CX4j6vMMNa2A+kb/APxVdnYXc11pltM4GZYEdlHIyQDxXjlevabazx6Bp0qSLg2sRAyf7orroPoclbXUW7K4BQfgfWqkk8kVpO7K3lh15+matSq7jB2ZBznFRshlsXRj8pfGB9M1tN2RjBXZTtHknmmkYAyMNoLdveremW32u8VSCRngegquP3VpKI/lOME/px+dbPh+IW+2XAOTtxntQhvTQ2jbeU6BTkeh7VZVNny4GT196bLvlAKNtx0yM0yVTDkZyzcZzSZKRP5iKxGQCD0rOSB72+lRQBEWOXB5qxtKHYMZbgnNbdpZCKFcbeu4+5rlr1XBWR24Wh7R3eyJLSNLaFYwu1AMD1rM1GTa+5T8ua1HjY9xWTdRZkIbBXPSvMTuz2EuWJzGoSvJfpGrYEQYtk9yO351gwSSz3Me7lY26D1H1rXfcL+bccttYg1WT/R2MSgbuzehz1r26a5Uoo8GpJSbky5Zruuz5hDMD8xH9K3YYGeLlj0wMVh6YjrISWBJOa7C2hJiG3aOK0Od7lbDpHjAOKliDFSzDIokhdZdpYHNS+XtGOPzqWMjnYfZJcHIKGsq30+TUrjayhIlwWIb9K0GjE37lgMEFfwrcsrFYIVVAoHXiuTEVeRWR3YOhzu72RLCsccPlqAqAYA9qwb9yk21DgHoRW3KjEHkcVz+oxOY5yGAIjYr7HFedFc0rHqzfLFtHF39yJp5XKlcN8nuBWfFM4uE2A7t3P0wanmilyVZkI57VXgVlmxu6I3Svc2jY+eb5pXKkl210UhJJXdyf6VI24z/ALv5FA4p1vAnmGTHIJJ9/wAaliDG4y2056e1JalPQ2rEEW0ZeIcdW9atPEvLKF59asWFuRaDBGBUM438YA9abehPWxFDALmcRhRjuR2ro4IktlCRrjA4qDSrMLbrJ8ucZPvVpEZ7lgSMAcV5deo5Sse1hqCjBN7g7fIfX0rNueVyewzWrNAccECsmdGy4JGK547nVL4WZsz5ibawZSePas2GLfLJ82MRsAB78f1q8IY2LkA4JJ2k8VX2GOeRVIG+Nvwxg17z0hZHzd7z1M2yjmkugzDDqCMenWr1lBFqGsra5zbwnc/fcR2qMmQMwUrtJ6H86u6NaPbICpXdnO7nP+eaWom10OsFssS7ioAHrQGQkCNc+9RQrczoR5q4x3FBeVBtGzI70mybE0srKVVBlzwBV+ysliy8nJxzVTS7OSR/tEsgYngD0rZaEiRVyOK8zE1W5cq2PZweHUYqT3YjSEIcZA9qx7nfLICvU/KPxrXlhcZGVxWfHG326FQQP3qfzrkirs7ZaRbPUtE0uPSNKhs4wPlXLn1Y9TWlijFLXopWVjx27u7CjtRRTEf/2Q==", "path": "003471.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003472
Men Tshirts
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", "path": "003472.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003473
Men Tshirts
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", "path": "003473.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003474
Men Tshirts
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", "path": "003474.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003475
Men Tshirts
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UpSR0/wBGen20dn/Zl2kd1I0b3CFn8hhtbB4x+FZlvFKFUZ6Gp4Y2Og3ZXIZr9Qef9lqYCyQWW0n7bJ1/593qq0Fgc5vnHv5DUjQyZyaqTxyY+8R+NAE6W+mbWK6nIx9Ps7VYsrexW7d0vmY+WwI8lhgbSCaxoYnww3GrunRFry8Lfw27/wDoNAGVjJ96VkPBzT8AdqRvSmA+FTnOevFaukIRqkBJ6kj9KoQoGU4z09K0dKB/tGAHsxH6UgK7LkHnuf50wpg/hU5XDFW55P8AM01iiuE9PUUAVBGBIrEZ61pRKPJDbMnPSqgTM2OoHNacS7QGJ54/nQBdtxu0m4OQMXQ4/wCAVA0RKnJ5xirdvGG0a6I73i8+ny0m0MWXGWB6+2KAKEkbbQD0x+VFqjAeWB84PX1q48YVN2cgcGlswPPVlwOfSkBaWCSO2l3nc5Tp6CtbVvlv5EA++sf4fKKpyhZLW5XncFyfUc1paqu7VXOxCPLjzjr90UAc5fI4kRVwx3ckdBWVdSmMMGGSD1FdBdKdodAAQcgEdfrWNcxrJHvSPq3IPakUWdIuS+4h+G65HSuw0598s23GRZuefqK5Cx09pJVeP5SDnpwRXY6TEWuJcxhGFq4B9eRQIg8pAzHI3ZzTb1fOUqo2yHnOO1aEtthGUqRz0X7pqK4tyqs68nbyfSgDn7d/+JiSDtYnA5rpNVjzozSoRkBd2f8AernbCAyaqFkYcH5Tiul1ePydGkTLbiVBx/vigZe1aO3GrSEBdxIJYdT8orNul3N85x056VqatiW/mCouAwJfPfaKozSboAVAx0KnnFAGUUaK4I3lwwPIwcV0dvco+hxXMURLLlSGGDXP+YGudq8Bh+RzXQmURaXtZCXCHO0cdDQA+SVDplipwSLVeMdizVk6pIiWpwApAwp/Crb3Zgs9LjYYV7NTkjp8zf8A16y9WKPFInmjkByW7UAYMVxMdQjIj+cdTjrTpvFNppmpta+Wyjq21ehqpZ3wjunk3/6sElj6Vx09w1/qs10T99/0piPUNO8d6VBaokkVyWDOxGODk1Yn8e6Q0BjS2ufwFebJgIOuasRxTTkrBC8pUc7FzimI0H1eBvGl3rO11hlJKjv0xXV2nj3TbeBlNvdEnnJArhJbeWA7poXjDcLvXGaV45IGCywtGxGVDDqPWi4Hd6d8QLG3ur5ms7g/aZxIuccDbiujtPEUF/qMVuUliaVCyAngjHH4144xOQVxnsa6yG+c6fZX0Q/fWjjPuKLAjutQH7wOZCGPVSOgrRsCrQs6cMUHB6VmzSx31pFcBgVkAbJ9O9bFgA0Q+5vUD5RxxSGUiAdZuAvB/s1CeO5kzV+UDbkgfd5qk6FvENyAcf8AEvjx/wB91pjL+YxXpkYoGc9feWRxyMY2+q+tSaLHiJE2DaVyMHPeo9W/dkn7xKhRgcCrmixYBAwQqjpQBJKCniHTm64guf5AVNIMEnYCTiiT/kZbJwBgW1zwfotWmQuMscHaSKBGPerhSWHYgnPSqmmQA538ZOfwrQv1/cAbMg5LZqPSogz7gP4SMdqBmfqkSC80opgh9QT/ANBarN7A0s7u+eW6CjWsjUtFQKMHUI+QP9lq0blGbLDhjuwccUCOcmieJHDMGBPAHaqNpGPtr8Y56VuXcO0cEbm64rLt0LahIRgHdQDJdXQDQ7s9P3fX8RU17ua6ZEALrErA/QUmu8eH7312oP8Ax4VdmQm4kbZ6AcdgBQIxZIN0QLAbiozj1rDvowJUAIGWGK6yaH5Sp4PXNc7Li4vWjki2mM5GOhoAhuo9sTYGcox/Q01YQNA0kY/gkP6ird2u6CZgRgRsB/3yaCn/ABJdKXsIGP54pgZEqjaeKyrxQUA+6Ae9bzxn8DWNfJgHjPzd6AEjg+RcnnNLZKf7BlJ/ivVP47Gq1An3fqKW0i/4p3ce94P/AEB6AM51LH2qjMmSa1JE54qlcIQKAKEMeSTip7BSbnUmGflhYfpRApIY1Np4Hmatz0jagDCzF/z1kx67RQRABk3DY/3BSFcE4Bwe1MZCSN3SmBdiEAHyztyP7taGnsv22FkcO2TxisyGIhiMnAHWtbR4ANUtG5JLFf0pAMQRhypm6nOce9LIluDuacY9dtItuXZmyQckEfiaYYMLsyevBoAVI7IvuF7nP/TM1pQC2G0i4DD3jNYkcDeaFyck8DNbFtbMsZAYgY4BoA1LM2zaXcCKbfE9yrM+0/K23pTXjtGOGvQrAjohp9pAy6Jfdflu0zg9fkphs96bnLDpg96AHzR2svzf2hGiZ5UxNxTLKGyYjy9WgbDc/umFVp7OSOIuGyF+8fao7GyadgEcjJ3Ag9RSGblxDHtnZbqB0deSoI5zWxfRxSXTs95axHamVZGz90elY0lixsp1Y/dTf+IIrU1qylfUpJF/uowyevyigChc6faSLGf7VsUycgnfVCbSrQyGQ61pqoxC4w/WnvpssancVY5zg+lUbrT44olbaV53FSKQzotOsoIh8mp6eVHdd9b1vAvnSO13aMPszKFUtnkjmuR07TTKTmRlT0UV0Fnp80N1MpYMDZvg456jmgRfX+59ptBg4++arT2HzAjUrNFbJYNJVGa0lA3DzG3cDp1pup6cz6f++3thegI4NABFpiRX3mnVdNfkfIJxzW1q0X2vTZIxc2gUkMS0wwMMDXnsFoxuwqSLhW4Y1t39jcC2ebzlaHK7sn/aHT060wOvv4kfVJJnntCTwP3yjsOvOKzjaKofEtmpJJP+kJz+tVtYhuhqty0Vw21X+6O3ArFuopyrM10SCfXIoAtTWb+buN9YqvYfaVB/nV+6ut9oF+3WSMVxuN0mOnXrXnmpPLE/Eu4isy5vbhoeZWC7ccUBc9P1GQQ/YUGo6f8AJZx/fuUHPzcjn61yOrX2CQt1byE8HZMGFUPGjZv9MBJ/5BkBI/76rmplSOJRn94xyBimFy5eXj8xIw+YYO09qfZReXCCetVLa36E8mtaMAKAR2osIkQBhkVsWM7Wejh45CjNqMSuV6lDjIrIRwo7U9pm8rYHwu8SBR/eHSk0NaG3rssk9trqNMWW3vF8pSeUBPQVBrjGS7tHYsf9DjHJ6HAz+tZkk8kpm3SEmdg8noSOlTy3093IklxKZHQbVJUDA9KnldynJEGzLVoaPd+TK9vIf3cgxg1ReT+6KiYncJB1H6VoQdPF4gn8OfupojNY7s5PJUewr03QryHVNPhvbZkkikXCsWAK+2K8iguI9QtRDN98DAfvVzwFfPpev3ul3LqYZfueZ6+gpWA9Xisrv/hILi6MaeULJUxuHJD/AFrSNtIBlQAWOTyOP1rmFIHiS4L26kGxAVQOu1xyKvSMHgJNunqTt6Uhhqmm3sgYxQFgO24c1Npun3cETl4QPlyVJG7PtzXDT39ydTnhn0+EWxx5coXgn3rotJ8nBL26EYHVf/rUAbi2N22r2kwgbylt5hkkZydtXmgnZG2x9sD2rmgsT+JI1ESALaTZAUc4K1fSKBlTFpATj5spQBLqNjeMmI4yeO3eqmmWWoRjc0Dr2ArJ1QQqSY7SNDgnOwdqh0eeIxoTbK+cDb5Y60AdHqmm3c11ozJA7LHerI+0dAFNTXVrcPPG4jk8sIQVA7msK9MB1fSURFSP7WpfaoG4dMGrkxtw7q1tHkJuI8sH/PSgBLiyvWLKltK2OpC1j2Wl6uuoE31s4Q5ZWVOOvAqJrqCRFlWBQrdvLANU9Ou43nlzGcK3AxSGdDrenXk2g3UUVtIzuF+ULzwwJNaVxaTrNIPs8n4D2Fcxr06/YPs8MbI0rLmSLgpyOCfet6/SNdSnjER+VscE+gpkjZ7K5Yti2mIxgDyzxXOXOn6gLjKWdyNoxnyjWjfkLHhBIpJGCpIrDlupUvnPnSmMgHb5jf40AXZ9LvXsHH2OY4VsDZyeKc1hd/2dYJ9lk3JAAw29DUGo3Bg02WQSyxgocOJG6kfWla5lSx00ySzlntVLHzG5OT70DI5NPuxx9kmz/uGsW+02+Y/LZznLDkJWvNdTgZWSb/v63+NYd5qV0si4nuQoPOJm/wAaALsGn3gVd1pMACOdtR2theLoCQm2mEn2pmKlecBSM/rTYdQn8sHzbliDnHnN/jUMN5O3h62laecyyXMgLeY2cAdOtAhzaZek/wDHpP8A98GqVxpl7z/odx0/55mpmvJw2PPuR/21b/GqVzf3I3Yubnj/AKbN/jTAS2029CtmzuPxjNSWGnXSf2wZLaVfMj/d5X73zAVSt9Rujx9ouTn/AKbN/jVuwurh49W8y4uGESApmVvl/eL70gOajAYc889aR49pz2qcoV+UAVE+4gLkZpgWreNWGSTWxpKA6xY4PyiXkenFZdqu6LLDBH61saIo/tey3IRmX5j70AQFFQs3qcVGUywwehzirQi2vKQRszn9TTJw4BkQrgDgEUAZ8Ww3eB8xBziugijymduQQCKxrXH2jzCvz7e1dDbJm3QYGdvWkBb06NW0u+3Ari7T/wBAo+zGOPIO/wCbIqaxU/2Pf7sD/S06f7lSeW4mPlsu0Dn1pMZj3f79mTkK2M57U7S4tj/L8o3bVIq5MgiG4jk/KQeuaZpduPNfHMZbn2NAGtdKw024LAFjG3P5VqaisYuy78DagJx0+UVn3Q2aXc7SSPKPPpzXQX0Qd3Up1VM57/KKAOXltt7h4TlOSPXHtWVex+aqYk37Tj5v61tzAxS/JIQqLxGo5NY8/wC9VnkRUkJycCgZq6TC6ZLJncvVTxW3BzqARQVIsXBP4jNZOlvvzGnC461q2ZZL8hCWxZSAH33CgTI1nkCFngjxu2gqf4R3NMvk3RequOPrSOVnQSxR4dW+ZcYKnufxpt3NHNEYl4jWPIbcODQM5iFYodSVCNpPOdvQ102sbE0acHbu+TPH+0tcxZug1wQzkFTyGPetbXL3ZYzwSBicrtk9RuHFMRoatPFb6leSEvjcQwA46Cuf1Ke3hjb7NtWPbvCn3q14lvSup30W9ciTOPYqK4a+v9z4QbmPG0cmiwFW/u1lc89ay5HZoQMnv2rc1nQJ9P062vri7tladdwgOQ4FYKiSVdqDC+/ehCvc2fGN1FLf6d5cqvt06BGKnoRnj9aymhL3QYjkKMZqG7tDFamQjkYq490scFu6Ly6AZPtTAsRRCJdzYBpkt7Gg4OT6Cs2WaSVsux57CpLezuLhsRRsT6mmBM2oMOQgANIl/Kx4I9gBV6Pw9L9nt7mWZQsu7Cjtg4qwNEt4VBy7H0zigDPN1KFxkg9elM/tGReCQ1a0FjbCU70429Ca1E8P6dLEM2x3EZBDdaLgc2mo5HzJxVmK6hfjOCfyrci8HWM+mPc75opftbQgA5AAUGqE3g6/hZhBIkqryc8UARgbcPE/5VHp0q3ur3kkpOFwAwPINVpIbmxz5qMhUHr0qPRXCwzSyciSU8r7UAegaP4pm0vU4m1RjPAkLQpKB8ygkHn8q9JtZ7XULJZ7Vw4lQnhge3evDftTbGUkNGT+NPsNTvNJnM+nXLRf7BOVP4UWGeo6hajM2/GMLjaOhrV0e2LJlm+98wHbGK4SHx8byFIbizf7a5EaBB8sjV6fFp01rbREjqoJA/hOOlSK6MpI1HjKEdFNjL+PK1sJAkcLMB2yay7Qj/hNQSQSLFxt9OVreuIkktwGYqOC2KBnL6naOYWc9APT1NJotgkEoO0kckZ6VZ1mdFtHUhsNkAD0A7VHookaIEErCIwcMeSTQA2/tkS70nCgFrok1evbQmT5EDjceCcAVHqUif2joaj/AJ7tkYq1dna7hjuUtxjrQCMG4tEDkbR0x61l6dZIH3PnHmcgDrXQXCyAmXcuAOmKo6PxOA3O4k/SkAviS2WHSGZRgPImff5hWtdxIdRupCuCW4/IVQ8UybtHmBU/LNGqk9/mFbk//HxKf9r/AApgY81oPLyUyRmufNhE2oZaP5GGPpXW3aHlsnjPSsC3Pm6g2RzQBDrlhBLoFyrAhY0DAD2qRLYvYWJZRxaxgZH1q1rQ/wCJFeE4x5Qzj6gVY2hLKwPzlWt4x/OgDBntlwXZcYHFc3qFtG7EZxlvSu0uNpB/SuavYWWdd+T82fwoAiisgsaYXjuar6fCreFrY4yftEn8zW2eIiT0C5xVGwQf8IxZADrLI36j/GmBm+Sj5dV6cc1n3EJKPnGea3bny4kaRjhay7wAISBkEZBFAjOtLfKElegqXTo/3Ot5APyAf+RFqSyUvFxkZNGm5+zaq2OuM/8AfxaAOd+z3Bbi3kx/u0jWVznmCUH/AHKrDeYmCls/U01mdVHzt9SaANq3s5hGRJBKeOAErV0qGWPUrRmilCrKCWKcAVzlk8jRjIdz3wa29FMh1mxjlbcjSDA59KALUtrcEN5dtPgnn5fenSWd40eFs5uODlKpB51eUjeYsnALHI5qKWS4XhJJSz8n5zQBZj0q+8xXFhOfonFbtpY3ZtwjWcyHsSlcdHPeJMEMsu0Hn5zXSQXFyUVo2fGOAWNIZv6dZXI0q9V7aRZXulZUK8kbcZqU2twx4tZW3DBIXpWdp8lwNAu5y7l1vEXliSAVpkk92VzC8kbsOCXIFAFifTLzyvltp3cHI+TNO06zullfdZXEYBHWOsie+v1RlNxcKUPUOc1Hp+ral5mDcXLndyvmn5qQztLy2lXSLlPJkMkkJUBU6nPStK6LLNKXEmQqjbtOR8tcnLqN9babNiafYVJyZMnJIrQ13VL20vJ0jaUou3kP/sigBJkzIX2XKhsE4TOKydShufPkjEE5Q4KssZ5qsPEOqtEkhnmCkgECQ8/pVG48RavHJI3266WM9P3p4/SgDptKmkhJDoUTGfmU5rRt5kkvLpsuRHaSAlVI5LDFcVb+KtVS2LtdXMrjr+8rV0/xRqN3BqUiXNypjsi6ruPytuHtTEX5tRdHZo5GcJj+Eg/y5qrcalb/AGRiQwdhgnBz/KsW48dazGF8u/ui2ecmqj+ONfdTGuoXRdmGAAMn9KQXIo7gC/8AmSSRN3ysQeKtX9zNJblITJIrMpI2Hj5s1paMPGmpSB5tSnt7fqGIGT+ld3YabcRQCOa8uLlyPmMrZ/TFNESqJHGXnh661jxHPK5KWkrA5HcbRXT2/grSIJIZ0sk8xUxuOTmuhWxSOEtjnpVuMHyQuOccUznlUbPM/HWgrfacJUXL2Lnt1Q15vNcW1qCF+ZhXv15bI7tvXMTqUkHqDXiOs+Db+08USaZbQmQOd8JzxsPqaDSnM5u6u5blSuMKe1aejaFfa7bw21pCWmiBcq3GVr0rQPhbb2Spc6mVuJ+D5I+6Pqa1NWt00rxLotykPkRNm3YKPlI68kUynU7HmMfhbUrVx9o024AH+xkD8avx2k0WB5LgKRwVxXsokYYBBwB0PNOMqcb4wfQ7c0rkOs0eSiNjo2nEhuPNJBHT5qruCUOQTjpkV7CUtJhjyoXA6AqKaNMtGU5s7f8AFc0D9seKxKRMflOCK6GJR9nXs2OK9I/siwH/AC42+SP+eVP+w26DC28A46BKQe2OD051/sK4ZjtI1Fjh+OCoFElzBDnM0a+nzdK6HXLOGWa2txGg3HcQBisq78D2F5LJLGm18YxuOKNQVU5q9u9PbHn3MDjcc85rk7iS1t7djA4RDIWQDncK29Z8H3FgxdIwVGT0rl7lDHFCu3sc4oTNOcc1+WxtODSJfqrjdkep7VU2Hrt696RrZ5NqR8sxAA9zTuFz034TaWda8SPqEse62sgeSOGkNe0vfeQkjv0XnHqa5z4faCvhzwpb2+3FxMBLKfUmtC+b7TqcNqoyvMsuOyjgfmaDCb10LFvYxrOL5oj9oMZUt3wR0qxK5ZURRlSSHz24608TFYQR/Ef0oCqw3LQOM2jD1Ux7AuEJCkjjp2qDRpALZoVUeYGA4Fak1nDKzNNHuYDgbyoqtahbYlX08IS2VbzS2aDdVEyPVtw1zRQQP9a2eKvX8R88NGwEqqT04PNU9QvY01HSt1nDIXlIDMW+Unv1qzeXk4zmKzZQOMhv8aGMy78jyGAbDe1VtLwsoxyDgZqS6ulSEM1rYs+0E5Vv8abo95vlCJZ2SFMkYDDP61Ix/ixQuifMVObmLHPvW84Yk5xljgY9axdbv2XS4WlsbSTfcooRt3HPXrWnLfNvcCK2xuwMBuD+dMCHUCxt5WUZYDGDxzXK2EjG+Bl2BmDA4PeukutQ8uBg8No2eSCH5xx/erAttUha6CDTLWNzyCC//wAVQBe1tQvh+/YDK+WoH/fQq2w/0TT1H/PBM8exqtq18sWh3rva28kaqMplwDlh/tVZNx+6hIgtUzEmFO/jrx96gCldDd1AC4zkGua1MtHcISNwzjFdPcSMUBaC2IHP8f8A8VXPX13bmVd1jascg/fk/wDiqAFlLCzJWMkGNiT6cVHpif8AFNWGQckyH/0GrEl5GbN2NnbFQjHaHkBIAP8AtVHb3anSLFksII43D7ULyHGNv+1TBleWJW3Ar1rH1BcKwAJ49K3WulYbhY2/H+1J/wDFVk319borGTTbdv8AtrIP/ZqBGfYoRbjdgNkYAFN0xSdN1FxkkyBf/Hx/hVyC8tti7NLthk9fPkOP/HqLK9gl0y6mj06COISgFfMkO4+vBpAcjuRZOcYPWoLlRkgrnuKtKIbhXjUglTyRUcq9GOSBxQBe05V8pT0JGK2tKjVdWsjjAaZf5VmaWIyqdRxnmtvTo/8AibWA67Z+DQAwQBcjGSSf5mo5rYblKnHHNWmbYpGc7SeT35qN23xb+hYEAUDMdEzf7SPlAya6q2gRo4iQMEfLx0rmoGaO/KsVKvwK6y0JWBMZUY4A5xQBb0xYbnRtQ8sZX7ZF8vTovNEyRMsqbM4HGOo57VJYDGkaiUPH22Ij2+SlnAR3ZsAqpP1HegDK1FY1gdkyX4w3tVDSY9166t36Ejv7Vdu2UxER/eKA7evFZ+mXBS9UFh83c9qBnQX6KNKutiqw28A9uRWnq+PtU42ByNuVI6/LWJcyr9lu0Vhgxc59citLWZzHqdwDkfdH/jooEYk6WmVh+zqFI3ZY9K5fUd0TDYo8s5ym7OPpV++1FEkdCpB6KxFZF5dhlAGPlWgC9prRohRl++fvGtXTxB/xN8KBvsv4RyfnFYWmW93qRVIFAjxy5Fd3o+gC1Viu9pXG1mPp6U0jOU0jl4vDM+pTBiTFESOcc12Oi+E7WxVTHBvcdZZBzXQ2WmKuPlrZit1jHHWmYuo2UbfTljwSOQKvJAqipeMdKKRFiOVd3HagKefUDin9DQODQBQnRX4I4OTiq89ml7EYpFXz4x8hI5I9Mir8i4LAj5T61XZTlWXh1/WgnYxxbzRN+5uJ4wCPkzkZ+lYvi1L+XRfOeWJ/ssyzcLtPB6EV19xCJ1M0fDdGFZd1CLmzngPCyoyfiRQJNktjq009pFKbMbZEDAo4xj8atLfpuBNs4A9wa5nwjOH0f7O+TJayGJgfaugAUkHGOe1NIblqWLi5jTQpryziUvliBt5JFZtvrU3koEZbvcjMWRcBSADj+lWIlmt7NbaOYFFYsu9c4z9OarzWtxIFBaFVGfuhh1/Gr0N6dSC3RoWevRS6uLRrZGjMe0SsSP32M7fpVqXUA1zYQRQREyyMJdwPGOwrGFtcIAQ6gE5xz1x15q7aTtbSRGYLIIySuWz3pWRo6tPsXvEVtZRahBLBCqsPvY5qra3CkN+5J9TiqFzrT6jq9wmxFXA+72qzbj9xyTSbOac10I9VuohYTO1uCscbN81eQXAt10NGkgj3HLb8+9eleKrsWnh67YYBddg+pryPXbpUtobRD91Bn3NSxwbZz8kjF2OTjsK7T4beG21fWhezKWtrYZ/3mz/Sud8P6Be+INQS1tUOM/O/ZRX0PoGh22g6XFawqF2gBiB1NBblZWNZJBFAWP3QPyqtaRsgkuZf9bcndj+6vZacMXM/l5Ahj5Y/3j6VKz7mOBx1oM0OZuAKjEjKeDQTio2PNAFhZk/jHPrS7EY/IQM/rVFjmmJcNE/XIoGS3WmJc3FpKzbTA4YAVWlsZ5Gfc+V3HbWpBdJIOeDUphyoKGguNRo5W+sSYghJxgZI6iqui2EySPufdzx69a6a5tS6ttbDAZ6VR0lH+17GjKnOST3osbqaZU8RRAQWIDZP26IEVoSWm64lxkYOcCq3icMf7P2R5Jv4zxW7LgMzMCrE84+tIo5rUrD5WXdwOc1zNnZt/amRjAA4HWu3vlLyTqwHlha52yiDalt+6wbI+lIB2t6e8Xh68cvncFYj0+dBWibNpIofmziFeffml8RZPhu5IXrt/wDQ1rUijUW6fL0jXP51QGFcWR+YY+UcZrkdSs2W7Xnjf1r0S6TIYADGK5DVFCzxcA8kn0pAVHsPN06V/MB2ROQQeuVNTQWjf2LpwDfwv/NauSLEmkyBEVQYJB8v+4aktRnR7AYx8rf0oBmTJaYUj25rB1OzzGc8V18ibc4rA1ZTtPAJweKBGba2oFoo3EtUemRMfDcoxw1yu7Hfg1rWsWbNAeCQKq6QmfC5OOs4P6NQByixIrNJD8rEdCeKZL9zhGz/AL1WFuUMefsFmx9NtMXV4dpxplmHBxhlIpgX9P4s1lOARjIyK3dJUNrVjKrZWSXOM9KyLLUIJgqtp1oqkYOAcZrV0a/in1iK2TTreJw/ysufzpDHKVLurspUE9+nNQXf8L8sOny8VKmoWxeXOn2xbJByWG7BNMGsxi2ydIss5xtLNjFAFFI40vo8HAzu5OcV0sbuCxDJ5IUHg8k1zyeIrRZwDodgmT1y3Nbg1q08oZ0y0KN1IdhgfnQBp2R36PqLE9b2LG3/AHKZe3KxyMCpLEEcjtTbbWYP7CvJ10+0ES3aoVSRzuO3g1nXXiazDYk0q0yOV/eyUAULycQxb4iTIRgZ7VlQ3Bjv9wGF/ixzV268TaeZSW8P2j8dRPIB/Os8+JdP3nHhy2HOc/aJP8aANO6vlZtsm75gFB/EVZ8Wauy69fw7zsBQqR9BWCviKwnnRf7EgXc6jcLiTOc+neq+t6xaS6pdCTTlZxIVZvOOTigLlO7v3eQrIQ2PukVf0TSzq1yGbIhXk/7VZdq1neXMcC6cwLntNk16Z4XsUiVvKTaqcY64oMpysjb0vSYraBY44wo+ldHbWqoBxmo7WNAOlaKDb0pnO9R8aBR0qUUwdKXNAJWHHpTD1oooAKOKSigBSAykN0xVKRGi68jsauikYBhgjrQFikjc7kxnHQ96ZPaiTDxfK452/SnyRNFIWAytKrqcE8UCscPo+LPxZqtlnKS4mUZ6Guo5zXCu39lfFXbNu8m5XC+nNehm0zkowIzxmgUkVxn1peB2FSGGReqZ96jIYHoaZFhc1E/8THoozzUmdo5/LFVbt2FnMygltuMAUBYy9OwzT3GOWbFbDzJDDud8KByaytNtrk2KBIX3MTnIxVq58P6hqeEmuEtIe4UZagdrnCeMNaN2y28Z4L8KBnpyDWNoPgfVPE1x9onRra0J+Z3B3MPYV0Q0Kzs/ijaafFJJPHHGHkeT+9Xp+3GQq7V7CkzZPlRQ0LQ7DQLJbaziCnA3P3Y1qEvKdoICnqaakfOTUwwF4GKCRAoRQq9PX1paKKAGtUZxT26VG1AEb9KrP3qw1VpDzQFxsUxRu9bFtc7tuTxWGTk1ZtpSZAtAXOj2JIuT1PeomtwrhsAHsRWUl+ZNatbBT1JLfSuk4ckBcjpmmVF2OP8AELIz6aSG+XUY1P5Vskf6Q7OSUdsqAegqHXtNFytpIJBEtvdJOxKk7scYqeTySx/0leAQDsPTNJnRCV0Y0/ml5pHYFTkKB/FWLpf/ACEiXOXDE49a6e8htoYmLXkS4HBKHFYlhb2i3cjLqcEjA9FjYYqSyXxDK0miTKMBSyZyOnzr/wDXralQxRKM9UArJ1uK2fS5Ek1KKNdyfM0bdiPb2rWka3xh7yMrgAfIfTNMDPkH76Y/3z1B4IHpXK3ibr5ZC5LnjZ2FdVstysgF9DgZHQ9+fSsK5srdp1b+17ReehDH+lACyjOlyeYNn7iQYHf5DUkAxpGnjH/LHdn64qeSGBdNkVtRttvksvmFW4yCPT3p0MMP9l6cgvoDthGHAb5v0pgyjKNucjI7Gue1hcRZHU5rq3ihCnbfQkZzyG/wrC1W2tpYTnVLWPH94N/hQIo2WTaoeDgVDpUbf8IrbuDgC5XcPwatC0toYrYIdTs29GAb0+lRWdtBF4eFuNTtGBnBEg3Y6HjpSA4VIygAODJnGB6VDNACR8oXnrWpNDE8oXBOBnPeqEyF1wSy84AxTAtWluP3iNyowQO5FdBoVp5etWLvyzSjH0xWVpZhlTkFpE4JNbuksW1qxXAGJRj8qQyumnx7Jd4ywY/iMmqc0AgtJFxkOxK99o6VpfvgHTHKuR+Gar3jBYO+4eg7UAcrPEY7iNEUkeprdt7ZBCIiMjb0A61j3Mg+2qu4hj39K2Y5GbTo2SdWYZLdicUAXoook8IXYOU/4mSAZ/3a5/VYlikLfKxAx8p6VsXDrd+CbouDGDqEZ+U/7Fc5qEgPKfQZ70AUEwAPmU9zxUA+ZmBFAYmM8ANnrUTzbJSM0CJoV/0qLB48xc/mKNSIOqXp7CZ/50sLqZoiMcuv8xUlzbfadbuIgclrls/TNArmj4dtxFIjsP3kuSAewHevVPB0SSWd4RyVNebaaQ+tIqjCoNor0nwTIEuru3z94ZFFznkzp7cbRg1eByM1AyFW6VNH92mQiQGnZqOnUALmkoooAKKKKACiijFACHGKgktQx+Uhc9qsGmnp70AeW/EJGs/EGk6hnEgYA/QV6BFOXjVgMhgGyD6iuS+Kll5uhQ3gGWgk610fhh0u/DlhN/EYgCQe4oKa0L4kDcZwffig57OD+NTtbAnOQfqKZ9lA6AfhQRYiwx6kUBD3IxUogPrTxAfUUBYYBg8sT7Ukk6RRs7YCrySTUvkHP3uKw/GDC38MXjoQCFxmgo5Dwg7at441TVWXkfIPavR0T1NcJ8LbZv7Hurrb/rZdoP0r0ADFASA9QBRRjmloEJSnpRQaAGHrUbGnnriomoC5G54qo54NWX6VWfOaBETHjpSwP++/CmOflNQwv8zfSgB2hyeb4ourlzlYY+K7WzmDgEHqM1x+g2wP9oyjqwx+tdBYMwuRGDnA5oGbjr8mcAmuQvmktrm4RcuwIYfQmutZx9mYjt3rJmUXMKSjblThsjqKGbQdtDmtTafyXIY8etYelTSHVpEBGDjJFdbfxKIpcqCOwrC0S1BvZZG2jDVJ0CeIix0z5iGRpkyPx4raujIrP7Djj/ZFZ3ie3xpsbFcf6Qg46d66G4UeawAyQBz/AMBFO4jnZhO5zsAPJbH0rlbhZEvlDFsFsV6A0APOSeu/HeuZuo1a9jCKudx4P6UAR3CPHodyo3MqwsvPfg1bgjk/sXTEUdLMYz71YvrdI9DvDjgxNx6HFWLKLOkaUMdLNeR9aaAx447iKyjSQZfGSc1zWtRzOjKTwOld3LADGQc5Az0rl9bjA4Ix3oAzbFZGsxz/AAHjHtTLKKQ+F7bb8oN0Pywa1bGECxxjgo38qr6ahl8NQIpwfNyD+BpCZyspBLHoycVXmmdgwI5/uitVI7Ub3N6oL8s32c1Cv9kyHe2oksDg/wCiNTANLKyxrEcK8hzt78Vv6Vtj8QWUOGwZc7iO2PWsryNHk2zC9G6LlT9lcGt3TWtm1OzkF8sm18qiwMpP50DM6TasThGIDtjrnuaSZPLhyMuR2A5NWGNkDganaoqsdhMDHFUni00u/wDxOodp5IW3fGfakM5e/YHUsqShP8JFXFlEUah0GCh+YU+60/RGmEj+JF3d/wDRm6VIdO0F0jLeJIzjjm2egVy1vLeArnkc6guDj/Yrl7pziNSSfeuye30xvCMkA1mP7O92G+0CBgqnbjGPfrXOS6fpTMSniGB/YwsOfyoEYKyMUI7gmmghzllz+FaY02yRiV1m1Of9lqT7Ba441a1P4GgClb/8fcGB/wAtU/mK6PStPLalq2pMuUildB9ayYtPtluImGqWzYkUhVByTXpMWliy8MTHALTyGRsd880GdR2Rw+jSf8TEPmu98NzGHxRGAflmjIH1rzezDRag5UnAbpXdaRcD+1NPuR2fDe1IyZ6oTuFOQYWmD7g71Ko+XNUQGKM0ZpKAFzSUUZoAM0uabS0AKOtOpop9ADTTTTjTaAOe8a2xuvCd6mMkLuH4Vl/Da5M/hOEZ5RyuK6nUYRcadcQkZ3RsK4H4YT+V/aenufmikDAfjQUtj0hScc0/NRinUEhR3oooAM1x/wARroQeE506GVwo96688cnpXm/xPn82XTNPQ5MkgJGaCo7nReBbNrLwpZIRguDIa6WqtjB5FlDCBtVIwuKtUC6hRRilwaBCUGlwaaaAGNUXc1ITxURPWgRFIeKqOc1Yl6c1TZhk0AMlOEqnG+ZCAatyk+SWrNtXL3WKAR0+hxiPTbmTAGTyav6N87T3bA+1U0/daA4BwXYCtS2jEGjquMZ5J9aCiaWYLZEFuWFZ+nzFnaHBwfWoorxb5pkU4ERxS2D4vMehoJvqR6mPKhIdfmrC0otHNtHyjOSTXRa1A4LlI3ZGT+Fc81iabBLFcEyxSrnuVODSsd0XoM8To32WJ/MYxGeP9326mt+5V/PYgDbhen0FY3iG3kmsoAsTs3noSAp461uTsyTOcOSAMjac9BSEUpGKseDiQVzdyhbUUIByM966qUhlbahDgZOQeK5u6SdtRhdYZMBufkPrTKLerZOhXUmfl8np79DViziEel6aQTn7IqkZ4FR6vE0vh27jRJC7IMAIf7y5q5BEU06xUq/y26jG08UIRWcN5bnPJxx6VymukpExxuO2uwnidYsbWBP+ya5jXYne2ZRDK3YbUPrQBXtgW0vd0YRtn/vk1BpII8N23HR81bhhlGmviFwwiYACM8/LUemwTL4etB5MwbJyvlnIoEziJ7djaB4yd23t3rOlh2qWVcDjGPWtyRXERHzeTGPm9MfSsmfaRJtJwTgA0wLenWhZSzA8j1rc0WKVPEOnA54lx+OKzNOKKrRPkA4J9R7Vv6Gqf2jZZY+aLg4HfFAznnt5QCpAXcTgke9UvLlQvG5+bsccVsxMPKlPmSEKxU7vrVEXJYsrFiQeDjg0Ac5dKy43bc+ooJGxQxXacdamujiVkcg571WUbARksKQjdkJ/4QNojz/p4I/75rnJFOARwTW2zN/wh4TcSft/U/7tYkxy2ewHagCIZUYxml6n0pobJJHpSpjbknnB4oA2fDel/wBo65DGV3RodzV7DewhtJljxgBRj24rjvh/pvk2f2uRcPKcjPpXeMvmWdwuP4SadjlqSuzxEkxarIP9quntJmiEEqdPMXdXNasph1mT3rY0643wFT1qR9D221k8yBGBzuANXF+4ax9Dm87S7dwc/Jithfu1SIExSU7NNJoATJpM0pNNPWgAzS4phbnFOzxQA4VIOlQgjNTLQAmMimmpSMCo2oAib0x16/SvMfDTjT/iTqVqeBNuxxivTmOM8V5frDf2f8U7OfgI5Ab3zQNHp6naB60/rUQ44wTg1KG7YoEgpc0lFAAfu5ry7WP+Jz8UrW3GHS3Iz6DFenSMEBPYA/hivL/Boa/8fapqHVEJH50FRPT15OeeafTBwBzTs0CHdaeB71GKmVcr1oENYHFQtxVhhxVd+aAIGPJqPJOaczYJFMU5zQIgmyBmqDSZJq9cHCnNZbN8x5oAmuP+PQmsjS28y9P1rYu1P2An2rE0Alr89+aAO6mi3WFpEBy0ma0LpxDaEnoq8Cq8/wAklkCcBecVB4luvJ01iD1WgLnLeG77fqF6ueGcn9a6SzJN7ketcB4auCt459Tz713mn/Nc7vWghbmrrFrLdabItu+yYDKtyOnNcHpeoztdSq88h2cFTIfx716SOVwecc1xtzosVjr0jxhvKuW3H0BoZ10pdChqWpTyJB5cssYknTB3Hn5W/wAK17vUZI55UR2PK87jn7orG1SIQzwhMYW8Qcnttatm6g/ezMBwSASOvQUjUjnv3CllLA4G5lY5rnJNauhrSxfapgqrkgOfWukurdTaHk56BsZNczJCTq6BZCrY2LjHI96RRpaxqt1BoF2yyyKwVdjq+cZdR61orfzRw2y+e4AhUtljznOP5Vn+I7VYvDN2Cv70JGcnr/rFrV8gmKMkBj5Cf5/WmJlWS/ueWE8pBHGGrmNX1fUY4iVvbhMtwVaut8geVtYAbQQa5TxDbhYcAArvA4/nQMlXWb77EzteTFxGxyWPXaaLXUb7+w7GQ3UzOzNvO484xQ9ukekSOQPliYn/AL5NPsIy2iWAzgDeSPyoEzkCvmMWJHTBJPX61l3EuJn3xHAI2yAcEVsrpepqoMWl3ZZjySBz+tVpdJ1TaEfSbr5icYUf44piHaUqGN5S/JbjmtnRYmTXbKR2BY3GelZVho2qRmX/AIk14UI4AQcH861NB07V4NZst1hdCES7mZxnH60DMiWWOOdiB94sGBPfNZFxKYmBVWILYye1b1xo+tNM5/su625OMIpB5+tZt14e1yYkLpN3gnJ+Uf40Ac7dyq8gB4Yj86gVjuI9K2Ljwpr25WGj3PHfA4/WoD4e1iFi0mnXK8d1oESSuf8AhF4xx/x/H/0CshiRgZyCMnNbMtrcpoMUBgl8wXZcqVOQNuKyns7kHm3myPVDSAqgfKCO9T2Nq95fw26D7zc/Sj7Lclgfs0uP9w11XgvTWe8e6liK7OFDDGaCZOyPQ9LtltLKNUHAXGK2LVTJGw9QRWcoxxmtWy6UziZ4t4sg8jWW4xyRVewuPLYZPBrd+IMHl6juA/i/nXNRYKZ71LNovQ9n8FXXn6MnOdpIrrl6V5x8OZ82skZPRq9Hj5WqRL3FI5ppFPpjUCGHrSGlPWmGgNhp+9Tz0FRFualzlRQK4g61OnQVWzzViM0DuT4yKgcVYH3aicUDKrn8q8x+I6/ZdZ0++VeVIOfoa9QbrXA/E628zSoZgOUYigS3O1tZxPbRTAnEiBvzqyOa5zwjeG78L2MpOWC7D9RXRpQN7js0maXFNcCgRna9d/Y9DvZ+6xkD8a4z4Xwf8S+9vDy802M+orT+I12bXww6g481sGpfAdv9n8IWZA5bL/XNBWyOpzRmmkcCkzQRcmU5q1GvFVI+tXY/uigY1hxiqkpwKuuMZqjN04oAoyNyeadCfkJxx61UuWbzAq5LE4C4rTsLOeTEJG1z2YUxWZSuEZ/kRSzHpgVA+lCGGZpZGE23IU1sXWqDSrYoYcyZwGUcVmkDUtVtklJXzIS7BW4pFqOhVmx/Zj8HOzv9KwPDX/IRwfWu+aws7PS5GlPmb0IU9cVwfh1AmsMgJIDEc0CaseiX1uZVhZTjaK5fxjdv9j256DFdpIuY19lFeeeNZNsRXPegh6HN6E+Ljp1r0jSRls15toYIkU9q9J0jlFPtQJbm+jfNVPV4DJaGVfvwncMfyqcN8wqywDREHkMMEUGsNGec6qzv9ic4DPeR5/Jq6d/mupl2kYYZPrwKwvEdr5E9jH0Iv0x7jDVuXLhGkV8lmOQR+FJnUhlyNkXOdpOeO1c1tVtVjGACfn561vTygxYyMBdxAzXPR7ZdUBIdkKDBx0oKNbxOFPhi++YFtsfXqP3iVqsgCQnAH7lR9eKyvECAeGb8YPHl8kcn51rWYfJFnBBjU89higTK7KBCqqCpZCQT2Fcv4hAAUEcFhXVyIGgjJbgBlzg49q5jW48lQS2SeTjrQBDeoP7EuVJIPkNkj6U6wBOkWuR03dPwp16u7w/ckLjELAn8KdZoV0q0GSOG7fSgGeePIIbQcg7htz0wazbkyLt+dyX9CcCtO7hlGJUJZydwViAOaqXQZ7cI+5ZBjoRxTEOsZ5sSIJJOR/eNafh13m8U6dG7tsaTBRmJz+tUtM2L5gG58gVpeHwr+MdNkZCkizAYzxigDEuZpGllKXEhCyNwrkY5NUZLq4IOJ5x/20b/ABq1qCqLmQxNt2yNuA78ms6bDnLcenNAEYuLjP8Ax83A/wC2zf40v2m42Nm4nz/12b/GomG0gg9KerYUlh1FAGjLcTtoER8+TcbkjcHOcbB3rOluLmNQVuLj/v63NWmI/sFFB/5ez/6BVGfLFSCaAEW6unKqbi4JY7QPMbr+deseH7M2mnxq7Ett5YkkmvPfC9gb7VlduUh+Ygjqa9RiwoCYoMKr6FxScD1rXsshMisde1bVoDs4pmB558SYP3hfuVBFcPEMRZr0z4i2++0WTGcrj8q82Uf6PmpsaR2O4+H0+y8dOx5r1eJvkrxvwPJt1Ja9ihOUFNCluS0OMUA/NSv0piRCaY3Snmo2PFITIW+9Uw+6Kgc/NUyH5RQAd6miPNQHrUsR5oBFwcLTGHBp6cihulBRSlyBkVzXjW28/wAOTEclMNXUSD5aytYhE+l3MR/ijb+VAlucn8NroSaPc2pbmGbdj2Nd2h6Z4NeW/D6X7Prt1a9pItwHqQea9QTtQOWhMDSMaQGg0CPNvipcZgs7YfxHNdpokX2bRLGIDGyFVI98V5746f7f4wsrMc7WVSB9a9NjUKgUDAAxQU9iVjgUwHpQTxzTVbmggsxc9eK1bS3kn+VBnHesuAZrotJcbTFt6jqKCoK7IYrPNyYps52Z9qoW0CtqPlnlVJyK3mUrfxZHy7MZrPs4Cby6lzj5iPwpmvJYxri3VdeeQ7dqJvHoDVvSrtrq9jkKDaisAfWm6isbyFgw3SLs+oo0iFLWby1YECPIHpQGhQ8XvFHaLbIAWzuJrM0/jWIAegtWq74jkgvLNbhWCTbtrL7etYA1FbXVICreZ+7KUib6nUuIX8PIr5Zj0HfNclpFo9r4keF8Fs54rrPtFtp2n+aWEkxXAQ9jXM6IXufEb3Dk7mOaAk7o79+g9NteW+OJMzFc/wAVeozcIxP92vI/F0nm36r/ALVDMpEOkJsROleh6TxEv0FcJpacLx0rvdNUiMfhQSjTDfOKuxtlKzWbEgq/CfkoLTOZ8ZqsB064FhBdM12qFpc/u/fg0XGpRiVwlpAZBJt53c5/GukvbVL21aCToxDA46YrlLm0P2yVg+cPnp2oaOmDuR3Wp26RndYwSHBJ5YD+dZNtqtm+oMiaVaq/YiRj+masX1phdm/IYHIPFY1paNHq6iJj6ZNI1Oj1bU4F0W4eTT4nACgqWbB+ZfftWjLfxqxU2cIPlqFG4/41j69bGPQZfnI+aNSG93FanlA3OWVlwAAx70CY+a7RIgPs0f3gPvHgY+tc1qmrae/ls2mRT7jwfNYd8etdFd2yyxqyHCj5hjnNcVqtlHbfZowCCG2Yzz1yTQBqXV9arpVz/wASyPYsZOzzWGaspd2o0u1kOnoqNu2qJDx0qlf227QbplJZfKJzV5bcHR7MYPyhv6UAcDflhEHGxplYblYZBrBvjIX83aoDEE7eK0726iaQMZlCEEnB61lXCRSgbSCDyvz0xDrK4KytsLAH0Fbfhl1bxXpeDjM/IJrnLIqJXjUjb3O/pW/4aeL/AISrTdpHy3AHXJoAxtTKCa5bdtJkbkfU1lTAylD12jqKvXbxvf3QLfMJGyh6daouGAzvUL6ZoAjZtrjI4PWjncFBOD69qTzFLA54pnmHdtzkE80AXiSdKK5yBdZH/fFVWLcMMdAB+NWYwBpBJII+0/psqfSbD+0dRij6RqQxxzxQDdjs/CunfYdNWRgN8nJrpoBuJNUo1EaLGowAOBWjEhVR70HHN3ZPGMtWzathQPWsmMYxWpanBGaZJi+N4PM0dTjgE15PjbAy+le0+JoRLoUx64INeN3i+UXHpSLibHg6QjUo/rXtNsd0C14X4UmC6jHz/FXt9i263Q9jQgluXF605+lNXrTnHy0xEJqJulSmom6UhEDetTIflqBqlQ/KKAFJ5p8Rw1RtSofmFAI0Y/u05uVpkXK1L2oKKjj5TVO4TfC6/wB5SKvyjrVOVflI9aBdTybQm/s/xrbkA4MskR/GvV4hgY6YryjVlOn+I5ZOhiuEmH4nBr1SJlIyDwefzoHInxzSHoWzjFLVXUrhbXTriYnG2M0C6nmFj/xNviashGUjdnP0HFeor65615p8PYTceItRvOuyPAPuTXpQwVoHIRziolbL9aJXOCKiiPz0EmrbVu6axWfHdhj6Vh2wyB61r28ph+ZevSguGhpqyrJHDvBKZJNZOqan5MzxwqNuCCw71Yit5p/n3YBzk1HJY2ttIsj4bcpJLHgUzS7Zxd5JfTmNIUbbHkhx1rX0q1u3tY5g7DIIZj14qnqt3BZCKVZQW3MNqHqD0qaHVZv7OWJAqqcnjrzQQ7LcLzTVSziuJxu6lsn8qwdSghN9bSx4X5RlB2NN1i+leDyWlYg44zUFtHlw5BJ45JpCckaF8+QGxzimeGk/4me49c1DfS/Jtq54ZXN2GoIudleNtt2Of4TXjuuMJdWOW6GvXdTYLZyH2P8AKvGr1vN1Vz1ANApGzpSD5Qc13liMQLXF6XHll4ruLUYhFAkLKcSCr0DfJVCXluasWzfLTKRoJ071hajbiOU4GATkfWtlD2qrqVuJbYPkjYetJm0HZnN3qK0hLDcCuWx1BrItYh/a+08qFHTqDWtd7jKxG0YUZIPBHrWHpyS/8JFLkKYWQFTn5iaR0Gt4nRV0JiwJ3SRNg9jvArfVSHwwHzcAEe1YXik7tDOOB58S/rmt5pQQSNwKkDn6YpgZeqLex6Siaeqed5gQlhkBc8mud1tWNxEfl5cZIHU11l68o08Km0neAcdhnrXK6yAL6Mg5IfaPTOaQE99tj8PXrDgCEjFXl+XTbLP9wnpmqWq/8i3ejHWLd+oq+T/xK7RsYxF/F0oA8qm8TXSABoLIKO5tUI/lUB8UXWflstMYdibVaqSRFCxkIMWNvPrWfII1wVJ29OKYjWTxTc5+bTNLx/17f/XrS0PXpbrX7SL7Bp8ReTh44MMPxzXIDmRhsBx+lbHhv5fEunEHIMvPtQBPf646XUqnT9OYK7DcYOTz9aoSax5oP/Ev0/Hp5P8A9eq9/vF9OwHy+a/86hd1CfMBuxnigCUaikjlfsFkCOmIiP60yS+UA5sbT/vg/wCNVAcuDkUShSw5ApAaqXcTaXJKbS1BWYDaFIB+XrjNdL4Ztx5K3TwRxs46IuMiuY0u0e7szEgBBnBJ9sV6HZW4jiVF+6owKZlUlbQt26Fn3dq01GQMVTgXBxV9F2qKDnJIxhqv2x+bpVIdqu2tMRPqcfm6bOmOCma8X1mIoxOOoxXt84DW5X1rx3xTB5Msi9ME0mVHcyvDb7dTjH+2K920ts2sfpXgOhNt1iEZxlxXvOkH/RI80kXJGqp5p78rUa9RUjdKoggPWom6GpmHNQv0NBJWc84qSM8VEx5p8ZyKQyRjzSK3zihulNU4YUAjTgPAqZqrW7c1a7Ggorv3qrLz8tXHHFVJRQJnl3ja1ZdWYqB+9iOPcjmu40O4+1aJZ3GfvwqSfeuZ8bwkXFnOB0fb/T+taHgiYv4eWBj81vK0RHpzQh7o6rPSsDxndLb6BOCcGQhR9TW8n3R64rh/iFdfu7a1DKMbpG/AcUCiR/Da2I0y+uuB5s238q7YHjisDwVAbTwrZ/KA0uZG+pNb5bCmgJPUqyt8xqOBsuKSZuTSW+N4oEb1p0HrWioAUVn2g4FaC9BQUixHdvBAUTHPc1iahI7LhnOBWo33TWXfD5DQNy0OQ1QlpQavwMPsa564rP1E4m/GrkJH2QZ9KCDH1Jw06r71qInlwp7isa6Ba7Ue9bW/MKn0GKAKt6w4FbPhlMS5rnrl9zj611HhtfmFAGtrkuzT5jnsa8fX97fSEf3q9S8UzeXpU59RXmOmJ5sxPvQTLc6vSEO5eOK62HKoK5vSoyrCukzhBTBCSnLVLbtjiq8jdKnhxkUFI0V+7TgBIjJ6jFRqfkoibD/WkWjmNQjt7a4uEkvCgKncpi4IrH099NXUSi6opkUf88W4/GtzxlZFoI7xRnA2Mo6muH06KSPUJcMTuH8fUUHVF3R1mutZzaMDPfCKJZkYP5ZOSD0rXuLiHzJB9qQqR0KEds1yOtK0ml4zndcJ0P1rfu4SdRlZiQhC4z0JC4pDJruaHaiC7SPe3A2n8jxXOagbCa7AfVI1MUmdvlt9764qzJbO6xbAwUnf8xyd2MVzFxCrawxZeXkPJPU0AdHqjQS6FcxDUYI0aMhpCjHAyPar5aJLG2RbuExiIAN8wz+lc1qluIvDt4Apx5Izk/7YramVTaWWQceQgHP1oEeQTXEciSArLuY4Cbe9UHKtEiIpU981akmJMkjfKp+7zVRypTcQfrQAxWMZJzkjr71p+HJB/wAJFYleA01YxBjZiHLZ5ANa2gZXxDp7eso49MmgCpeM7XsxAyBK/f3NV5BuIKjHtU0i/wClTnqRI386hO4hj0PpQBHgBxkUjFWPQe+RQQWOO46UqRvLceWmTuIUDFAXsdX4PtpDDNKQPJZhiu4t02r2rK0+xXTrGG3A+YKCa2YhtjUHrTOWo7smh61dUdKq24yelXwOAcUzMQdauQcYqpjkVbj6CgC4xBiPrXmXjiDy5GOOvevSQfkNcV49tt9gHHUChjW55tp4KavaN/00Fe96Sf8AQ4/pXgtm+L+2J7SLXvOk82kf0qUXM1hwamb7lQA8ipzylUR0ImHWoH6VYNV5OlAFRzzToTTJOCaIDmkBYYcZqIn5xUzfdquTg0AaVueBV3qtZ1u2RWgv3aBoY3Q1Um6Grj9KqyjIoBnG+NbfzdHeVVyYmBFZvgmYJe31qDkSKtwPx6/rmup12AT6XdR45KGuF8MObfWtNk+6Jkkt39yORQVHY9JTkde1eaeN7ovq9yo2sYoAgB9WIH9a9JQlev1ryrUG+265OCAVnv44/wDvk5oFE9JsIhbafbQqPlSJQfyFWWxtNIxwWHQUx2+U0EmfcP8AOakth84JqGbBaprbqKAOhtDwK0QOBWbZ/dFaa/dFA0Rv0NZ12MoRWjJ0NZ9ycg0AzjdTGJfxq1Ef9FX6VDqYy7U5GxbKfagRlzDE+a0Ub9z+FUpxk5qwj4gFIZRZ98+Peu08OjGPpXEId14R713nh4YHPoaYGT41nKaY65PJrj9CiyQSOtdB40mzCseeprO0GH92D7UGb3OjsF2sK28goKyLbhsVp7vkFMaGucEVYgOapyE5HNWbM5PNA0aSfco5DA00ZxRSLHXdut9YS27EElcr7GvNLVJBrtxDJjKEAmvT4n+bGcGuV1HT/s/iOUiNmFwm8HGBQbU5GZr8Ef8AZ8bKgBS6TaVPK5B6ittzHcXDsqSo4cDD9+BWV4hG6wihLbXFygIA7YauhuRukG0fMuD+gpGxkzIrTrNmSMISrAcg/SuSvjjUoZCAArNtJ7111y5itdm4cnlx/wAs8+3cVxupKZbyNFYDD7gxGQcGkBf1tGGg3AbI/wBHU57HLjitmePda2hU4xCnH51naxhvDVwM5Hlrge24c1pykfZbHdglrdT1x3NNAeRTDw8SN/8AbGO4JXiom/4RkjH/ABOwM9DsqrIHmjChhvH41VZGNyvJyeozTEaLr4ZJGG1cH/gH+NWtOXSP7Ws1tX1LzTKuzzFTGc9+ayFizu8w81e0WMjXdNy3BuE4P+8KAI7saPDeTRyS6gJFkYMQi4zn61Cy6QDuM2oDI/uJ/jT9bV49d1CFlGFuXIb/AIFVQneQAcjHWgAP9jbzia/BPqi/41s+F9P0+81XfBLcMYBkiRBjP4VzjopcAE9ea7nwrZvZ6NLK42zTnr7UEzdkbjZkmDDp0rRjX5BmqlsokmVR0UYrQ244zQcsiaAbauryoqjG2GAq9FyBTJDBWrMXY03blaegxxQBY27hkVzPjJA2iux/hOK6NGw2DWL4tTdoE5x2oDqeMwnZdQ+0gr33SDm0THTAr5+LbZlP91x/OvfNEfdp8R9QKlblyNkYzVkfcqrmrKHKVQkMNV5KsN1qCTpQJlKbpTLc4anTdDUMDfvMUgNHHy1Vk4NW85SqcvDUAXLU8VpoflrJsz09K1U+7QNA/Sq79KsN0qvJ0pgyhdKHVge4Irys7rOSZtxD2N6kwHsxwa9WmGRXmeu2u3X762zhbm3Yg/7Q5H8qQ4noFzOiWskxztC7uvbFeb6FGb7XtMDqNrXMtyfcDI/nXQyawlz4IWYSp5xtgpTdznHpWR4Li36xbsR8tvZE593OcfrQNJo9Bc9agdvlNPdwM1A77hmggqSnDVZtOXFVJm/eCrdmCSOaAOiswNorQTpVC0+6KvKeKChkh4NZ1z901fkNZ9weDQJnL6l940xD+4A9qfqfDfWmIf3I+lAirMMjNN3YjqST7mKrOeMUhkEPN6PrXoGgqQuf9k159a83o+teiaMCsDH0Q/ypgcL4pl86+SL3q5p0XlWi/SsrVWM2rqRzW+iBLUAccUGXUu23L8VfY/KBWdpx71dZuKZQ2Rs4q3ZHnNZ5bmrlm3NA0bI+7QFzTUbgVKjDdikWQMfLfnpUerxNNaRzxI7uh428nmrskaSDaeKbHEfKeFj8jAjNBUXZnH6vbXd1DBGtrKx+0ozOFxwFNbF9HJ9o2fZ59wIBKL14rlPEcM1lNaWxd/LN3GByeeGNbN5Gx1DylkYYIJwfag6U7jbi3umgh2W87NGXLEpyVPYVzs2l6o18kg0672hgclOg44qad3FosAdt7xuu7f6H6+lczOZn1KOAXLoyhVI3n5uako7DVrO7l0i5iSyu2chQqiA8jcDg8cVfkgmEVjusrgstuoIELHByeOlcjq7XMelv+/kVxtAZWIz8wrZuRIqWqmVlzbofvHrzTQjy6ZRFsVSfmXPyjoapEI0xV22yLyCR1rU3JJ8xCrIBggVmSpILkOwAU55NMQ9InRGfbuGfu98etaWmIG1exdo9pSeLBHf5hVKFyrSK4LAr0ArQ0iKRL63JBKLNGwbsPmFAEWuwmTxHrEW3G26fB9txqhJbgRAAYA6Guh16BU8TatOSBi4YkZrJvI2j2yMwKntQMxJI+RjGBwQOtdNofiHyIlgvwSnRXI5ArmpM+YQowSc45q15YEYEiocj5eOKCWuY9OsCkkPmRMrg8hhVlt0ZHcZ61yHhSRobTWpAMtBZeYgJOAd1XNM8WwXJSC9H2eTONw6U0c8qdjqYm3MB3NaSAoVU1RtwhZXQhlxnIOatTOTMMdMdc0GT0ZdXGBTwKhsx5gOOQKubMHigBgToc1l+KV/4py5+lbaoKxfFny+H7r/doA8KfmUf739a988P86bB/uA14E5/eZ96978OHOl2/vGpqUXLY28GrMJytVR0qeBsDGaoke45qtJ1qy9VZaAKc33apxNiX8auzdKz0OJqQG1HylVrgccVPEcpUFwOaAH2THOK14ulYlmfnx71tRcCgESNVd6mY1E560ymZt9MltbySswUKpJJ6CvGdZ16e81p7tZNgiyqEDgV3HxF1C6tbSK2iO2KY/Px1ryaS9UuYpAUkQf3fvCpky6UbkM8cqyRKXZfNk5bcfmBOeldr4a1WfQbtIZrchZUyM8lk9R61y8IXU7oLAJBIg+VWGQAB2q3c61Zz6Pa2bmX7XazFllcHOPT2+lZqTOnkTR7GJ45oFljYMrjIIOai3jaRXD+AL57qS8UyOyBRgPXZAYz6VqtjjkrOxHIcvV+yHIrOY/PgVqWA6DvQSb9p90VeHC1StBwKvfwUFIgkNUJ+9XZapT9DQJnM6tw1RL/AKj8Km1frUC/6kfSgRBL90VTlIBINXJOAKz7g5akMLHm7T0zXoVk3l6ZcP2WFj+lef2I/wBJX613XK+H7wjtbtQBw0a+fcLJwT1rdJzAPpXL6XcBipJ7V0IclMDpVIy6l6xbaDVotxVO1baPwqZnyKBiq4MgFXbfKt+NZkTAzYJrWiHHXkUDRpI3HWnxN+8qCFTIjEAEjqKfAwL89qRoXpEMkJI4Zf1pY2JC+tIZQkZZjtXHLH0rBPiOCa6NrZkEDIMpPegtRuUfHCR+fpPzDc18gP8A3y1Wr+Jl1IFQGUnBHrxWN4iTzH0je2521GPn/gLVt3bM092mBkEqGzjHvQdEYnPtEJhlhhVDN9fw7CuYMSNqMS7Rk4YHHQZrrHeImRcOFSI/NnrXNgBdXgeQkDgcdvQUi2ifXk2aSowTudf/AEIVuSRp5UMjkYECgZ/GszxFhNJQFd37xMf99CtgqrxW/XaYV6Cgk8yfS52mLreaKgP3gLk81Xfw9NIRnUtI45wLvpVOawt3lJUhG/2lGKhWwVmZdiIQcAlBg/pTEbltoc8eSL7R2z63daEGkzRz2/l3WloBIrOFu87ufSubtNNVJ8SnC4J4QYq9/Z4tntpY9jxNOufk5HI9qAOi1jTfN8QXsrXWmFJJi+Hugp/EVl32kyTsPLudL8s9SLsfLT/Emm+Z4h1OTaGHnNkY5FZdzpMa2wjHGeQcdaAsNk8MStJn+1dJOPW6qdPDu6PY2paSSBxi76GuauLQxXHlERjHsKtrp4QJvUEyfdIFIDstC0h7e21WNtR06QzWDRgLPuAOc5PpWGfDrsP+QppGSec3XFXPC9msL63Eqr82lyc4HqK5qTTf9HAyN5GclR0zTA6nSY9S0abEWtaU8GcmNrvPFdnBqljcuiR3dq8zDmOKXcB9DXiARU3KUB4xkqKXa1u8bwExuOQy8EUGcqaZ9F2kTRQZA5NWec15T4b+JFxZottqy+fCMATfxKPevUdO1C01W0jurKZZYnGfl60GEocpax8pNYPi3nw7dH2rffhDxj2rmvF8wh8OzrIeWHFBKPDHzk/nXvPhgk6NZt6wpXhE3yKSwPFe6eEm3+H7BvWFP5Ui5LQ6KpIeDmo6ki6GqIJjVWbrVrrVaUfNQBTm6Vmsds1aUp4rMmOHB96QGxbnKCkuajtCWjFSXH3T9KAILQnzBW3EcrmsG2P73Fb0P3RQCHmo25qU1E9Mo4j4gabc31hEYIi5jO449K8pkt43JIyGJw2R3xX0NIoeNgQTkYI9RXkvjDw+mm3xkhbMchJCehqWi6cuVnL6NLG1yPtS+SI3U7lIDZ9fpRqm0XstvHFHlpDIZo+hBrO1COeScRjhywG4djXceENDgvpp5buI5gK7488MexqbHS6iSNLwho01jbfbZuDMpATGCR2NdGcKhzxVxkAwABgDAHpVO5OM+lWjjk7u5UBzKCK2rFe/asOP/WZre08fKKCTctRhauH7oqpbjoKtNwtBRWmzVOfkGrcmeapzngjHagTOc1fkqKrg4gWp9W/1iZHeq4I2dKBEcnY1mz/62tGTpWfKD5hNIY6xz9oX613bAf8ACP3vr9nauEtGxOp9676Ha+jXAPRoSDQB5Pp0m0KMdK6WG4+QDNcwYza3EiZ5Xp9K0be63kDvQQ1qdTbsCvB5NOMoHGefSq1kDMh6j3pUIiugrHOTTFYaZjHMhbgE101sFeASda5O/PnXAj7Dke1aOlarCls8TvmRTkDHWguMWzpbVjGzEHhu3p/nNOkuoIXJMiE+m4Vyv/CQ3S61YW0TxJDMH35XJICinNdxsr7re3LFvveVzig3jSfUsapqUt3A4B8uNGK7Q3XFY+g7FuAVxku2VY0l1fSQOSsFoyZ6NAoOc44qvY6w7TBHtbQb5tqk26jOBzyKDZKxta7tD6F0B/tBMgHOPlNbVzIiaiyqQr7zu3dAuK5u71NorjTAltaKZbxELmLkdelX764IvZYvslvlXZSZIgS2ATn6UhlaRk+zui8YiY9OfrXOs3/E0hEmCCynp6VotfTKFU2toxeAyKTCMnB6fSsiXW5F1G3i+x2YSTIObYcEDNAGt4iB/sdX2ht0sXIPfPpW26MttAAh/wBWvGPrXManftbad5p0+zMhkUDMAxgnjitW/l3JCfs9sxMKnDQjj8BQI88vLbAiVhuXfkr3A9aSLzBqKJJGCirkN361dmt2Co0Zfc3vVFnDiBpGKSZK7lPWmM1vLIZpNqtF/Ep71pvteERoBuGGA6ACsvTBNM8izvgRtlQejVpyI0sbMHUSKeSPSgCXxLZvNqF+1uyxEyZdic9MdBWNeuJIFYN5iPgYHb1PqK2vErmHW7gxfvGkcB09AR1rFuoZgrFmIdm3KCuNq0DOWu2BvwMEx/dxjn8a2fsmIIlBXcuDGN3Wsq9RzqOUkDEDkrWzKGaOFizMi47fd96QjT0RUfUNQAJEn9mTBh2zxXLu4eNFw3CEFx9a6Xw+0cmo3pgO5Dpk/wAxGMniubmXy4RgDbt+bHGM96YjFuXEbtH1ZDjPtTWYBC3oKdOrBiCOBznHJFREb41JyCR8woAARlCODW1Hq99pul6bcWU7QON/3T8p9zWGuQ43dO1X7hv+JLYL2G8UBZM9I0D4oW05S21lfKlPSdejfWn/ABA1CK60mIW0yyK54KGvInA2c8+xpFvLiJfKjlbaOik5ANBk6aFuZHCmNua968H5/wCEa0//AK4LXz826Qks2TX0L4SAHhuwX/pgn8qQqisjocfLmnxA4Jpn8FSR/dNUYEuRiq0x5qcdKgm60AVJKzLjrWm/Uis+4HzUgLVi+Y/pVubBWs2wbCn61pPytAinbjbN7ZregPyisJOJa2rc5UUxosGonqU1E3egoiNU7q2hl+aWJHI6ZFXTVe4/1D47KT+lITPCddRW1qZkUD982ABxxXZ+Dsx32oJ0LQwyY/AVx18RJKJGPLyzYrr/AArIDrF2BjP2OHv/ALIoNOh2THPNULs/KauZJTPGKqTo0g2ohLHsKRmUosF+K6HTlOBWBEhDnPykHkGuk08DaOKYGvB2qw/SoIhjFSk8ZoBEJVpTtRSW9KVtGuXALkIprZ0qLFuZMcse9WZV445oNo077nm3ibTjYyw/PvVz6Vl5wuK6XxmNxt1x2JzXMjlR9MUGUkkxj8Yqi/3jV2b7wFVXHJpCGWoAmGfWu7t/m0mbgnMRBA71wsA/fD613ensV02Qj+GMmmio7nl1/FGULQOWUHnf94exqtbPtlTArfuZLebftTa8hI2EdPeotN8OySzMXlUqOQFPPWpZc6b6GzYzZgCqMlqlMSefKrvhokDtu44J45qOzgNl4k0mBAdkiTFgTkNgda1ruOK+tpLe5jBMow+OOAeBTHGj3Oa1UngK7Igk+c92qzo8Ykh6N3QgLyRVfU1eSErNAQgZlyOuM8fpV/SoWhtwySYPXBPai5sopFC4s5G8X6OUwqlpevHRRWyUV0eMOjsBkqeOMmqhLSeL9LXCuCJhz64FbMhC25ZctsUZVVHAzzz3oGjnLy2fC7twXbtQ9gc9/wA6j0COeS4jxztLHGf4zxj8q1tSkRg5APCYUbSDVLSIwijafmPK46kevtRcYakVA0hFV9i6iqgHkd85962Z0f7fOSflIKtu6Y9qzdbRmvNIiZiWW/U5Ixnjkn3rWnk/0sN0LRP8pBxw1Amc3NA327ycMsSWoEcintnmshYDLq6x5D9wGXngetdMUEY2FMEJzzkHPesRV8vxGFjCYCEsSTnOKBk3iCAjRwCVx9qi6em6ta5tjL5ByBiJc4rP1xi2hRHBBE0IIx71p3sbSxhUfyy0S/MO3WgTOD86dlKG1vMA4Um1YcVlvZ3JuI5Fs7sRq2TGIGIP41eutV1SNkQX1zluQwc4FVYdX1WW7Ma6rdgD0kIpgatvK0Ntua0ud4Y7VMLDIqw3mx2++1il3yth43hY8VUtNY1CNiJru9lBP3hIcLVua/1aCUFLq7aEgs+ZegoA2ddCrq9wjLMpYDDKjnjaPTpWG6TK/lvbyOoHEghfkfiK19avrmy1ySAXVyAFUhRLgHI6msS61jUVZh/aV8oJwP3vFIDCl0+6F+JIrK42FuW8luldCwPkkCOfJA48lv8ACufk13WWuW26reKvQAy1sW+qapKu06hcsdv/AD0oAu+HIJTfTt9nmRTZTg5iYckDA6VzEtpejcotpXGMYaFuK6fw5f6hNq1xDcXty6JZ3DL+8zyFBBrlBr2tzhZF1S6Q45xJ1piZnS6bqDFWWwuiP+uLVHJp98ST/Z90Bj/ni1XJ/FGtRnH9s3gH/XShvEmuDH/E3vGyM530AZf2S5T/AFltOo94yKmlVjpVopRyVd+NpyM//rqZ/EGrO+H1G5fjoWFT3Gp340q1kNy4dpXUsO+AMUAYjxvk5V/++TUJVs8K3/fJrSbVtQAz9rk/So/7Y1H/AJ+5P0oAobHyPlfn/ZNfQnhYFdBsxjkQp/KvC/7WvjjN03PXgc17v4adm0i0JPJiUn8qRjVN3tUsf3CajPSpE/1ZpnOOBqCWph0qGXrQMpufmqjcjvV5vvGqdx3oAismwxHvWrnIxWLbttl46VrqcjrQBF0mrYtjkCsdh+9Fatr0FMEXDUT8U45ojjklkEag7jQUQGsrxDetp2h3VxGAWC4H41uXNnNbH96uB6jms2/tku7KaBwCsiEYNILO+p4np0yNHO80aPvifOf4W65Fbngi5VESIRbppcEyZ/gx0rGtrVYLq9tXGPLLr+lbPw/hLMD2jirDXmOvTkPQUhkn/dwr8xP6Vt6bZx2S9A0p+8T/AEqpoaFp5HHRRitTaVcjsa6EYQijmdRtvL1CbC8E5FaVkuFWjVIv9JibswIqS1BAFBElZmjGMipYoxLcpGT1/WmRDOAOvSte3sUgxK2S+M/SgqKuXkjWNAqDAHFMkXIognEykjoGxmpXHynig3RwHi+Q/aIofRSa5b2rp/GC41NT28sVzCc5NJnNPcjlPNQEcVLJ1pmOKQiKIfvx9a7iwwNNl3Yx5ZzmuIjH79cetdxp7KumzOxIAjOcAGmio7nC3hhe/EhKsScKfu81vaWFNuHmVflBzjjBrElOktch3u78FzwBGhGa1Le6sUXbHe3OTztMSVLOpbC5J8W6UocMi28+AO2RWjsUl2AbIHBzxms1bnTn8SQN59zLcC0k2lEQBB70Lc20waH7VdbQM5Kp0oAzdUy9wqCbAUZO5u+emK29HRBblnhTLITxxWFdvoxmUPNeMy+ioM1p6bJaEkW11c5xk5CGmMVJPtHi7RTsB2RznGc84ArbhgXgrGFiVCOD0bPFYNtdWbeKrANJetdbZVhwqADgZNXmuIXVz9suCqqQxEacUCRHqSRzOl2DJGyQlGUH5Sc88etV9Jhd53PmqsTthDj7q46VBLNpyQsXub5/NHJAT5hT7K707aix3N2gDfLujU0AWdVPmXmjFogAb0dOcnBrYmSOG5aY52iFgc9PvVhzXVidS0157m8dvtIEe1VwGxWhc3KSm4dby5K5PAVMdcd6A6kFxGrkFF2kockNnZ7CucdJlu32Es5UDHcZPWtqWWJQA9xeAsp42IM4rFS902S5Z0l1DzFx1CUAaXiQudNhj4LC4i3cds1rXZWONB5bAeWuT6Vz+r3NjJZkXV5fGLzU+RY0zurQvZ4ln2C5vI8Rp8vlI2RjjmgR52beUqwJMsYzjLYqC2QAxtnG9gCpPTHvV9YMAFS6vnnuDWc+37YquhwmSAOjUwNiAAXboFYxvyCxwFx71YEcIaZizE+VhgGPzH2pmjyIY/JZPML5YDsvtVm4i82JxJEYpIwWUrxxjkUii/r7Rtql2oBJVU3MeSuUFc/c2y4jSKXcBwwPGD9K6nWHVdWu9keZPKi3Aj7w2CsC9tt7OchCHEq9j06UCOXeILelH5bPWtU+YGi8o4TOC4PBz2rMmD/2kzMMg9AO2a24ovLsysuezbs0AX/C8aL4kuI8AO1jc8A5z8grkGQKg4wPLx+Vdn4YX/ip0IBy1jc8nv8AIK4xx5kHzn5gSAfY0wMi7gWVSntUYLRquD0GKmui2cDtxkelQMSAMDOaBDt4+9gZ71oz86Fp5IPM8v8AIVljnJxgita6BHhvTmHU3M38loAynUlM9KhYEYqwzcc/jUe4v2oAZgY96+gfCpB0SzP/AExT+VfP7DFe+eEj/wASKz/64pSMap0napVH7uohUy/cxVHOAFQTVODzUM/SgCkOXY1Vn54q0vU0j2N04DxwOyk+lIaTZjZKTY96142JC1X1HR57VVuNwdTyw/u0tvJ8oOc+9AWaJ2/1grUs/u1lk5wa07Q8YoBGpYRrNdIjcjkmuhESRn5UXjvisfRYw00khH3RgVuY7Uzopx0uQuivww3D3rJ1LSYhC0seEI5x61suvpmsrWJmFkNhyhbDe1A5LS54PrlqLPxdeR7fkkXf+dW/h8v7u8IXhRgGtDxnDGPEFuYx87x7WyelO8FW32ezulJBYtjj2rFr3gT9w7jQIyBM+eC+K03OJKoaKQlngjku1aEy/MCK2CGxBfQia1LAcqdwqrB1HFa6xB4TnJDLisqEAOQexxQRUWptaZCHl3MOEAJrSumHlkgEEjJ+lR6fE0Nspxy3JoucgkE5Ln5vZaC4qyI9PZPse9SQpbIz3rQDB92DkVnFle3CRBQCQBirkWUGPXigpHE+NF/0oyf3UArk7b5oSa6vxo4MUxzzuxXK2Z/0ekc8tytK37wClOMH6VHMf3341Jjj8KRJFEAZR9a7S2GNFucDJMLcVxsI/ej612ts2zRbhh1EJoKjueYyW8huUV/vpyNvAGa0oBHAu6fAYkLuPQE9PxqlvM85cYaRuME4rWt7JLhFWUcqwk4PcdKTOtbDbRQvi5tiKP8AiXM31JYjmpBEF8wMAuVwNtMt0YeKeUBJ0vOM+rmtJYlaNleBflPBB5zQByN2N92I/LzJ6Y681s6ZbYYjydkm0NvH16VWuoHFztd9zqQxOMYHpWvpMQ2lMPmQ7856CmMrWKyHxnpPmKAfJmYH8Kuw2yp5qsJMynd8vTHc0ibf+E10gKcbYJcg1qtFtVcpnPQg859vagRyeqwxbQY8qgIKhR0BGD/jTtKh2RKpyyFThsd6t6xArqhDspyTkdOPapdHTdEqrsMf3nI7H0oGVrzylv8AQVXe5a96FcdhW1cWiyTS4j27AwAHf5uaz7+PF94ewCd14cDdyBgc9K3Zd37xPv7XwH7jOaBHO31ucyysx2njrzjt+VYNnaxnUWjDnKnOcda6u+gHlySFWCKwwOvFYdiinUpMncjfdNADfENri0GFBPnx7vxNbepxkTlgdimNADn2qh4g2rY7e/2iEH861b5RJI64I4UevagR5+9ykbbxKjKfvBSBmstpC1zmKYMGB4OOKtyarZQ536Jp+OxKtj+dQf23ZJMinw5pzKepG7/GgZo21mrWYld1jZXBO18ECttgzCYMN6eSxR1PPI71hw6rYkMZfD1iiY7F8fzqc61psLMBotp8q5Xaz9MfWgVzrdUC3GoMWyFEMXIH3jsFc5fwObuSQBioxgEVqa9qEFvqMiz6XaTSiCIo2XG7KgjofSsVtdtdqn+xLNSyZ+Z3xn86BnNSgjU3ROjPk5Hatyazke2R9vmJjIAOOarHxFa/aNg8P6aT64f/ABq8dYsxDzo1iHPAUb8fzoAs+GLlZvF0I+7tsblTjt8grkpY1UnbyhAzyDXZeGtSE3iFLdNH0+2dredhIqsei5I6965e91aK4wI9JsotrZbYGG79aYHPSnEhIIIPGKiJCr1XrxxXQnxNbgBf+Ea0xscZYNn+dMPiW2ZcnwzpeP8Adb/GgRzxQFgQwJI55rWuTv8ADOnDjIuZx/46tJd61BPGPK0axgweTGG/xq5dXtumgWUzafC6PPKvl7zgEBcn8aAMFo+pJqIHn/8AVWgby2UADS7f8Hb/ABqI31pn/kE2318w0AVec9OCa978Kf8AIBs/+uK/yrw37bZsP+QXCM/7Zr3PwswOiWpUBQI1wPTgUjKrsdCM1Ov3arA/MMZ57Vs2elS3C73Ploeh71RzqLZnd+Kim6VbubVra4ZCGKjo2KpzEcHNAmmivChedIwOWYCux8rYioCQFGOK5fRITNqRkPKxD9a6wcj370G9JaGVeKNrBhuGOmKzrvR43tBc24CMoyV7YrWvVyjY6ms27uGj0ZwmM/dPtQXKKZijJAP54rQtWAGM9qqQ+WY3ydw29cdDViHOAByTgUjntZnWaKhSyJI5YmtP1NV7WMRWsS99vNTjBpnVHYo6rctBb7UOHas9gXs7mAg9A6n3pury+de7U528D61peRstHyMts4oM31OZOl2GpRSm5tEaTYoLMOevY1ni2gtIPLhhSJRx8o61uW2SsoPXA/nWNL3+ppNGb7FvT0MdtbnrukatGVsKX9M1Xjj8u1syBz8zHPfipS3mwHjllxiq6G0Ni3ZurQq6nIwCRVaK1EmrtEAdu4E/SnacR5KKcfd6enNa8EO2Zpl5ZgB+FANXLgwi4PQCs3UZ/KgklOAWGFq7MGYA9mGBWPqrh2EX8KdqQSdkS6a3+gW7MeSxOa0S2DmsePzEskVByuSM1f8ANeOwWVlJbYSRQCZxHiqXzFZRzljmsGAbbce1amquZmLnuazFOIyKlnO/iM6Q4n/Gpx0qvL/r6nj+6c0gFhHzj612Fvn+xrn18k1yVuPmz7119mC2mTKoBJiYYyB296ZUdzy8SFplbZnB/h+tdJpsyrMYGjwxGSRWWujTLIxVIP8AwKQcD8a3La3dFRvIDMB8xFzH0/OhnYVITt8XXOxeE0pff+M1priZHCnD5BIHaq1raSrreqXiCFS9kkMUb3CZzuz6+9S/Zrked+7WORwoOLhMAj8aQI5+cyC9lDTeYjELnHQ10WnxZtkH2hWWMkEgYrMfTZ01Dzk8j5hyr3Uf3vXrWrBBMIzEI7be7sz4uUwQfxpgQxpnxvp53HK2jux/76/+tWjgMGDFfvBgwP3uMflVK3tpZPEMV5I1rGgsigH2lCScsOx6VZdGdE2xwK4TA/0pMfzoEZWqvsUupCqE3ZxkD1PPaptJUCBJFGUOXQqOoAqK8jvJVUFtNXCgYa7Xgd6nsreSKzkjjktixQqpS8T5SfTmgZDqLONa8MKPn/0hjkeuBxW7c71uS67t7y5YjoAM8EVkG0uZNU0F55LRFtJm5a5QtIdvbBq/IZiLlYEtwHJO83aZPJ6c0CKd/vFrMIGBUsCpOfmGeaxNMPmT3OVH3jg+grZmhuRB5TSWaqCAGN0nBrMsrKaJpMXGnOWzkLdpQA3xEqraJhvlFzDtz65rWvGKXMhA5wucfSsvV7W4uo0j32Ma+cjkm7Tt2rS1AyC7lKPaMuFGTdIp6e5oA8ovYhHEBJjb2AqGKNDKd4I3cDHYVamK7ZElGZEOVwMiq0SiSQKsmx2PJPamI1rH/jzkBCuGbaqnv71YmRE3IEAKxnlRnHFMggH2eOXeEeNsADv7kVbkmjhsnUjc+xzuUdAR3oHY0/EkElzrBHPli2gyF68xrXPXUQiijiI8wrnkdh7102uM0erqobdHNaQAcc5CCsG9uHw4MaiQDbgjt60Ac1tUX+GB+Y9K12ha3t2dfmHTnqfesxlzfxg43D0NdEipOuHKiRFwgPU8UAT+EZS3iu2DjBNrcdRzzHXKSqCgK8MR1rsfDEbR+K7UOoLeTcfMPTy65SfZcQF1UrtyvWgRkyqoJ5IqHP7oZPT9ac52jB6j1PWoWy4GeDQALxkq3B/hNa9yB/wi2nbh/wAvU46f7K1irIBLhh2rauiX8LaaR/z9z/8AoKUgMo46jnNQNkN/9enHIHFMJ7k0AKAOuOle+eElebSbVY13NsXAA9q8C3dK+mvAMYHh+zMaBcxJk/hTRnONzoLDSgkiST/M4/gHQVvr0AxgDoKhhVV781OCDTHFJEVyUWGRnAI29xXGzkMmQMDtXT61KYtOIJ5c4rl5+IQMdBQY1dy74eiC2skx/jfFb4PX1NZOnJ5NjCvTPOK00ftkH1pm0EkjP1iYW1hLMeoGB9aw4BJcaXLG/LSwbgfRuas+Mbjy7OKIdWbJqxo9vjT0djn93/n+dIzbuzL0xIptNljDfOFG4EdCKs6chkuIh1JYVFp42/aQQAS2cY7bhVvQxu1GL2JoI6nXAEN9Binu2yNm9Bmm89e9V7+Qx2Epz1FB0PRGJH+/vFPdnzXQXKM8LqpwccVhaZ819GR0FdBJKqR7n6AYoIhqYcUJiExBzt6n3wT/AEFc7KAwPv0rrHwbRuMGQ5xmuWwrXKLjC7ulBElqakysz2UCnjYWI/Cop7pbQKW+7uAq0wX7cWzyIwqD29axvEJKRxjP35Mj8KZeyNKwY/bdoHBbII7g10sfTrWBo9uzeXct3j2j/Gt6PpQVDVDpGw289EGR9awLpmdmfue9aepzNGoTON4rIfleKRnUeti27YWJM4Jbv9Ku3b7NNJ9UAFYN7dMyDaCMd/TpU99fbV8sNvyi9OlAuZHLaqQsojHpmsxh8pxWnqCtJMXNZchwjVLM+plF8zEVZTlapLzIT3zV2M4SkBZtQSw+tdVbDGl3Izz5LfyrmLIfvAK6mBf+Jdcdj5LfyplLc8YtyZZFV325yGyetbdg0qhdwAXGMZ44rNgUeaqFcsR8uRXQWduoOwKTgA8npSZ2EWnq39q62z/NiCMAj0zT7t3MYZGYJ3Gc8+9T2KA63rqptVfKhX8+anjg+zGeDjJ+f56Ykck8twbr94PmzxW7pjTLau29GLjgnjbWa8Alviy5Dtjg9ia6Wys3toAVZWUdMnr9KBlLSIs+NBD96P8Asxj97oCxqyfN3RiPI8wjYG6cdaNNjLeNXDLtZdMOd3T7zVpRQ+fZoyssj267chcbTigRyOsLI11KrHOFwSF4+laGmQqkDpn/AFahgehyaNQGDhiFkdRub+8T6Vp6bAzW80xQFCASO5+lAyiVePxH4ejY8LOxGf4eBzWjJHlmKsPmYnBHOMmobxWXxXoJG3a07FSVwTwOK15Yt0rHau5gV5HoTxQJHKa0rIkeyQkjOG9/esbT4nlZgcoXXHHUE9c102vw/LCEg3ZPMhPCVl6aw+0TL8wdSCTjrQBX1gMLePJyRcx4zWtrNqx1OclgM7ePTiqmtgNBCzDn7VF/WtPWAft9ycNg7en0oA8/vriOCJX81QAO+MimSrBcrEqHc2AdwOKdLBoEqkT6jqzjrzCnP60+MeGo/lGqaxHx/wA+6dP++qBF+wEfk7fMy69CB/Ork77bOaRkYLsYblHf0qpbvoaw/utW1bYDnBt0/wDiqtI2kGPA1rVNgy2Gt0wf/HqBm/qzol/bu3zMbSE5PQfuxzXPaugcpLIVIY4Dg4ra1t9NluU8281CA/Z4lwsCMCNgwfvVk3aaLMczanqLbAGwLVAOP+BUAcz5A+3Fdx4IOR9a31hj3JcINvlq33u5qkf+EZFwWOoat5hAOFt48D/x6tNv7GdCBqOqbev/AB7x/wDxVMCXw7MX8W2ZXODDNn6+XXK3YAjcg4DN09DXXeHW0T+37Zra71Ke4VZdqNDGuRt553Vh3J8NGZ997qoBOSi28ZA/HdQI5WVctgg5FQuCc7Rg10cieEN2Tf6wD/17R/8AxVMZPB74A1DVwfe3T/4qgDmmjIIJ61ty4HhbTQepu5v/AEFaSaDw5nEWo6if963X+hq3cRaePD1kv2uYW4nlKSLGCxbauRigDnmTjrUJAAGa02i0vp/aN1j/AK96i+zaT31K5/8AAekBnnOODX1B4BY/2BYj/pgmfyr5ua20vGBqU3P/AEwr2zwhq9wmlW1vAwMaxIBIRgkYpomTseoy30cLJGNrSM2ABVtC2CzdK5XQlabUvMkO/YNxJ9a66MqV9cnOKYoyuYPiCXMkcS9AM1kycqKvao+++kPUZxVHsPqP50HPJ3kbwgAjUAYGBSbXQ5FWCeF+gpR0yDVHQtjgvEt4buV8HoQv0rqtLyLLy4yAdg6/SuUvrfzb/wArGfMkJ/Wup00iJ5EY/dGT+AqTOG5RggliNy8pUtjPH5/0p/h0/wDEwT2BqwwRknkAI3naP8/jVHRZFi1CPnqSKBNanaEkAkc4OKq6pGX0+QZ561Yj4ViefanFBKhVvukYINBs9TK0OHKvKy9sL71qTIHUJjuCaIIEtotkYwo6U8uAwT1FAoxsjNusQ2sj4GFziuWjC+cmTwTXR69KsVutuv3m5Nc7s/ewkjADA/lSZlN6mgIZJNRxuwqAkjvWFrtw8uoQ2roVaMbiexzWvp8yvczzvIpbdtHNZ2plJ/EAZWDKqAZ9aY5PQ6ewUw2MCH+7WjEQcD1rn/7VliVFMW5QMdcGpl1uA2zEBlfoAaClUSRLe3H2i9PPCDFVTx0NV7SVpcu3c1MxpGMndkbcmqk+ATirTdaqTcg0CMy8J5rGuGwjGtm7+6awbo4jNJiMxTmT8avrxHWfH97NaA+4KQzRsFy4NdPEQunTkgnETcVz2nKNy10edmmXT+kTfypjW55Zaw+e4lxjB4rftoI0+ZNyggct1asayubbd808aj0LYroIbyyC/wDH9agEfdaQcUM7OhU0+JV1vxCq9FWDg/QVZu0xFIysrMDtIPU81W0W5t5NW8RzmeEQO8CrIWGCAozin3N5ZRRzTLPC+GLL84LH8KARkNEh1VZlDKu0fL6Gums0P2Zt2XwcqFFcmJBNerOLqNU4bBbGfaujsNTga1uFMsMEgbjEnWgbEspBN42M6sRnS+R6/O1akhYJuAJcjBVfTFZOmypceK2kWSPYum7S4bjdvY1ZF9a7WU3MZDnBO/FISMXUmdZI0ZYx8/3sYGP8a2LNCYZIhvGdpJ7YPpWDqW0N5cLK6Z3KQS3NaZ1iHTrFZSks2fl8qH5mFMZPeu//AAlnh9HQYjuH2uDweBWtOQPMk6LvOfzNY888V34j0KS2k3IZmkZWGCpwOD6VozXdn50kTXaJlicHHHJoEZuqFktjAMETLlWrJ0xVaWW4K53sVyf8+1aF9cI0TsZY2P3V2nqPas+1kESKdyj2NAEWvqBZ2hAwPtMfAP1rT1dtt9PxnO3/ANBFYmtSiYWaowYi5ViFOcYrW1eWOLUblGlzllOSMfwigR5rKqldrAdOCKpwspuEhbOP7xrQAV4lHAwO/Bqqisl1h0BVvutTAvW0YnZkXOV4xnrWgtsxiYIwwiHOTUVtZ+WDydzDIPpVyHDLIZE2y+U2VBzx60DNjXIpH1RCnH+iwH2P7oVz9/bDa9wy8uMDHpXSaqP9NR9x4tbcYP8A1zFZNxGBCqs4XIIU0Ac2io90ixgDA5rVt4CWmHmZbHAArLhWRLr5WDZGM+9bqwTRxsEwJQOSP4vagCx4TgCeLLJsAZjmzjt8lc3doDMxOcetdP4UZ38W2eRjKTEjPQ7K5a4lYOQQWLMRj0oEZs8Ssm9eh9TULLgKF4qeTG3DHHNQMAWGG4oAGj+6Qc+ta10f+KX04/8AT3N/6CtZG/BIHSta4O3wvphxx9rn/wDQUpAY54GAM1HnnFSkbc+lQfxGgB2cjrXt/hBf+JVanqBEn8q8Nr6A8BWbXVjYRY+UxKx+mKaM6q0O10qNra0Ugfvbk4Uf7I6muiDCGJnbAwuSfSs61VZ7iSdRhF/dxAdlHU1U1m+aNfsqn5jyx9qZPwxKDSmVnfsSTUUp2Qk1LZ2skyccKeC3ao7hNoeJmHHGfWgw63ZuwS+YsZ7FasLkAHrjtWNodyJbQZB3p8pFbKgLk5yDTOqLujA+wSf2y7shCISVJHXNTw83TIOrjmtSYkIRnNZcTeXex9OTigIxJLhhFHIw4Vaw7Rz5iN3BBrR12byoPLX70r9PQVkwkhx27UmZTep3ljN9pt1lXpgg/WrmciuW0+9ezfdy0bdQO1dBDeQTKuyVTnt3oNIyLNMkdYy0rHAAzTJLiGHmSVVHvWJqWofaRsiJWMdT60DlJJFG+uDc3DSZPJwKrSErEVB+9xT+pzUc3OPXPSg5nqzJgdLVpxNJs+YMnuaZby75s45z1pbxVYsjgBl55qva58wdv1pBds6IHzIunNQMvNPtw7p8qsRjkgZpOpoEWrUALUzVDBwBUpNAyJutV5etTv1qCQ9aAMq7PJrAvD+7rdvDya5+8PGKTEkUFNaCj92tZq9fxrUj5iWgZsacPu/SugZ3j0m7dCFdYWIPoawtPGAtbsmP7Iu8j/li38qY1ueaWXiLU3SMtdsz5xyoNa7a7emDMcwD46hRz61z9hCDHGEI3Ak89q1UgiIjjReSAT9TQzr6Emla7qVzLrJe5YiKWIRrnAGVyajufEd9EsknmMEXo561V0qzCz+IIR/DPDnH+6KmubALavDK3mMzZAx2pDRnQ+I9ZnuAwvZAD0TtW7Za3qM2S0jNtbDYauc06yVLtgXO7GODwDXVWEcHllwoDJhXkTjigbG2er3lx4rljkllS1jsd3lq33jk80+TV7loy7XkqqxG1QT8ox3qnZ28Ufi6627sGxAP/fTVaeKOS3SNE++APyoBHP3niHWIbgkXk6ANgYb9a1bTWdR1K32yXEsbr1KNg8HmsK+iUaiqFWBBIOemK3NOi2hxkA7OvY9P/r0ATnWNQfxBpUIuZlieZlkAc/MBjBqzc6teJLOEuJvlY4G454JrPmhMXijRlz8vnuc/981eu4ybmQxgZ+Y/rQIx9Q17U0txIl1Mm7OcuciqNn4j1OSLa11N5mf4nPSrGrCNoX5GMdfSs+CCMmLH3tpHPX8aADUPEGrK0AS8mTdMqn5zggjmtPWNV1GLVrmNbqbYjgKC+c/KKwNVjMc1rGcELdDHPtWzrKA6zdlsHLj/ANBFAjiLlljZMKQGIGaqyh3mTYGwMmrx06+nRVe404gdD9oFSxaVdrgfadMBx3uh/jTAsWbM1uAwPysDnvWkxDK7t1MbAsB7VUt9NvUA2zaY59ftg5q8LO+dgTLpqgKV/wCPwEcjrQBqau264iBHP2W35x0wg5rH1KPzFTbIu9AXAra1CFmuUlSewKfZoo8vdhMEIATWfcafdSoytcaWo9WvVyBQM5i1cPelQmfQAVtqHdnjBPy8gfhVNPD9zFeLcJqmkZBzt+2L0/OtCXTrlpUmW+0lW24yt6vNAiTwuEHjOwOcSFJt4HTOyuYuceY49C3NdtodiY/EdndtfaXiNJF2pdKScr1rnZvDsm6Qrqek7WJI3Xajv9aAOWOG4xnnrUTgjOBXQ/8ACLy441fRcf8AX4v+NNbwxL21bR/wvF/xoA5/ggZrXuiR4W05QOl1Of8Ax1aa+gTQPlb/AEx/926Bq9c6dIdBsoDNa747iWQt5w2kEKMZzSA5pmJX/wCtUPPXFazaTMcDz7I8f8/A/wAajOjzn/l4sv8Av+P8aAMwsQP/AK1fSvgRDbeELWdf9dcokcfrjGOK+ezo0xGPPtPfE4NfRfg1SNAsnOCtpaoqY6M5AFNETOvsSkZkGQI0xHk98dTWDOranrTqmSGbGR0ArZuYvL01LYAtLIuBjt7mp7K0jsYQqjLjGTimQ43EnaHTbNY1UFgMKD3rEuIEhtDJNzK+doB6ZrQlDTM01yRtjY4WsK+lMkhbJx0AoM5EFndNZXnnA/unGHX39a6yCeKeLfGwKn9K42Nvm/HvViJ2ttzW8pQ+nai4QnY6iblTWWxCXSs3Qc5qo2vSQwBZYd8ncg4FYmo6vPeoIkjESk8kNQae0RZ1G9+36rJIp/dIcLjvQrHr6VDCQqAcZ9amRgWIJFDMZO5qWkm5QParHlqpDAkN7VnWXmFwMMfoK37bTbiYAldinuetIaTZRfJbLkt9TTkt5JiBGPzrcGkRLFtPzMe57VPBYQ2y/KN7D1NM0VO+5kwaNuOXYse4XpV9LCCADEKk+/NXSDj5RzVK5Cod1zcBR/dU0FcqiZep2kG/eLaGSVj91jismTz4ZEEcNqshONiAMRWjc6narL5dvG8sh6BRz+dV/tLWcPmpbRRu3GWfL0EuxowWUzQh7qY/N/ACFAqK4i02A5Us74+6D3rHaaWXLSMSWPQmnRk46fpQQ3oW045H3T09qcaYlPNBJE1VpTgVYc1VnPymgDIujkmsC8OGrduj81YWoHEmKlgiiAM1qwDMa1lDqK1rPlADSA27H7oreGf7Muef+WLfyrDsxjArcUZ0+4HrC1UNbnl1tAsyncSMcnb6ZrUtCjkjbiTA+X2B4rDsHne3EQ3KNwGQMmuigWETbY02zKMPzkn60HZ0I9IQSXviTH8NzCR/3wKmul3M6xuoZlztHJFQaI4jvvEfQL50Wc9T8gqe8h8iYTWrrGxXnPOR3pAtjnrBkMruNxUPkvjBJzg8V1lnCZELKVAb5s44B/2q5SKXytQaVBvUvhiP5V1Pm+VYPJAsbRjOCW45oGUtPQr4ykDkHfY7tw5XG5ua0ZzBb25lwWVcfd4x0qhaWsaeM3WINHnTl3IDnPzMcirGTJbggBo3fAyRQI5nUW8zUQFzlRjB7g962bEMYZkf77DG3v8AhWNqbS/2vIixBSq7lbI5PpW1aB3g+X/Wbeh64xQO5XuJWPjTSI1B2qzZz3PFacrqs0oK/ez8w7c1jRSbvEmjttOTLJnvjpWlKS0jbYiNxbBPrk0COZ1qYG1jEhwSdu4etQWEjThJSeFXaQR1OetSa4m6LlW4fAwOd1V7GJmDKBsYEZIbOaAItWb95aHPP2jPT2rb1nA1e6/3/wCgrE1pszWQByfOGRj2rY1xsaxc5bH7wZ/75FAHnJiKDIGVz1IoR/3jZRePappMHC464zmoEH74nHG79KYjSgwcAcHr2wKtlx9mlUgYCkA4GTUMOxY0LDAZhz6HtVs7fKm3PuCxnH5UAaGv2cUs6wvkh4Ldh7HYOKyrl1CszDIbgfhxW7qjKb6MEfN9kgP4+WOlYd4qJkFvkPT2NAGVHHG1w6AKSxwOOKvCIxxlMDC8HA6Gqdoo+2kHp1Fbf2fEY3Z7fnQBY8IwhfGNiAoYeVNkn/c9K5u4wJMkA5Jz8vua6bwcpTxjZhvvGKfP/fFc3cEHOOozQBmGNAp3KAM96Qxx44UflUrYKlc9abtKBQTQAzjpita658LacMA/6VOTn/dWszjNad0f+Kb08Hp9pnH/AI6tAGQ0YA3AdfaoOh/+tVl2x8uO1QMAOlADCB12j8q+ofACiXw3psGBtCK74+lfMJBJxmvqT4dxbPDNpLkZaJB+lCJlqzrlUCd5G6EbQKjlmbYApAJB59vU+lSM2V579qwtZvRDH9miY73++Qf0qiZPlRFfXiTP5UP+rT73+0azLkgf4CrOn2ct2+2MHZ/fxXQQ6Rb26hnQSOR1NBjyuTucYkE8jfu4mIPTAq/DpN/IBmMKD/erpJWWHCquB6KKFO4ZJJNFkWqSML/hHWfmS4UeyioR4atfMw0shFdAM5fp04FU2SVpA3ngc8jFMpU0Ni0SyhxmHd7lquRWVlH83kRj3qRjkdOnenKybQXKgf7VIrlRNB5SSYjVV47LV5Xweayvt0KMAu5z6IuRVuO4uJBlLbaP7znpQC0Lu5cZqrPexRqwjBcjqB2rO1Gdkjw0jM5PVflFUIvtDqY4d5VuuO4pEufY1Gvxs3yTBF/uL1NZNxA86yTk+XF23nJP0q0ulhQGuZFjHt1qYQRqB9ntzKR/y0nPA+goId2cq1pdyt+4jbPqpxV210ebyc3bJESfvu2Wq9ezheJ9Q2j+5bqB+tUVu7RDmOB5W/vTPmgEkaEdjZIMAyXTdtvSoms4o2Z5nWNT92NTk596rtqE8oI3BF/uxjAqNH3Hvn1oJbROnAHOafUanAqTrSJuROKpTngirsnQ1QnPWgVzJuetYWon97+Fbtx97BFYF+2ZiMdKTGioOoNbNiMoD71jryua2dO5RRSA37ZRxWwr+Xp9w5TeFiZtvrgdKybZela8YzY3XPJhcfpVDW55Vp+v2M0Bmm0WGBem1XckH161sw3lmd0v2GLbjr5kmT/49XLWNo8UCggDd03HrW9FbqyJgHcR8wxkUHYTWOqWpTXUj0y3jWCWIMxZyZCRxk5pk2u2QLuunQs4OzlnPP8A31VTS4VS48TQsMqXgPH+6Kq3MCxWhdTgs3OBzSAWHxBYrknQ7JATztdxnPfrWxDfWOyOJdNtFhckBQX/AB71xUULvcgRR+YFAJ9K37OyW5mG99rRruXPBBPtQBo2Os28niOaKPR7JGFmSZm3EkZPHX2p09/ZQWy50q1ZSgIwW6n8apabEz+K5BJEUH2AhuMFgGbpSzRL9kRU/dpKgwkv3gR6UAU7rxBp0NzEo0exJbqSDkfrVxdYtD8p0m0QsM5+bp+dc1eQA3UchxjPAHOTWnbwrIGcvvTy9gJ7HvQBo2esWra5pkcGk2I852AkKklP171JPqlt50m3TIJGViufm9etY1qiw+KdDG7rMwVQetPmyLiUJkbCwwexyaAEvtdtIskaNYuxOQG3fSmW2t2M4Xdo9mvdvvcGsLUFRXWJAQx+bB7Z7VNZQABCMcnB5oAv3mu2UZg3aPZljJhcluPfrWhq+qWy6rcRXGn2zurAFgz+gPrXK6nCpe1Yqf8AX4yPoa2tfGdbvGwOXAP/AHyKBHLS5KZJpse0yjuuKjeSV+Baz/8AfBoQTbwfs1xj/rmaYGtCuYduRsx37fSpmz5MrN0aJj+NVElYqD9kueOo8s81MzyPC6JaXWWiYDMZ4OKAN/Uo839u/U/ZoBn1Plism8KyI2AoOCD65rQ1f7QL2HbBOwW2hA2Rk/8ALMZrMkhupTkWN3uPX9y1AGTaFmu9u7G3qfWugDMSI2bGFGDWTaWN8ly0j6fdgE9fJarnlX/nbfsV0Uc5z5LcUAa/hjA8aWgxyIZ/x+SuUuNwdsjg5rrvC1vdJ4otJJLW4VFimDO0RHJXiucudO1CRzixucDI+WI4NAGRjgEA8U1wTgnGPar39k6lggadeY9oWph0nUUTJ0+8H1hP+FAFE9TWpcnPhzTv+vqb/wBBWqT2d0nLWs4/7Zmr8yP/AGBYr5Um5LiZmXYcgEL/AIGgDLcHrioGGatNFMCQIZeOOENRNBKw5hlz/uGgCtznGa+mfh9dLHpUccj/ACiJcA9BxXzalvNvG6CXqBnYa+lvB+jolpbySSs67F+Qj2oRElrc61mnngLWw5JwGPYetVYdBh3mS6kaaQnJJrXUjZheB0x7UtUDSe42GJIEEcSBF9BTn6cdaUUj8Cgexnzg96rfaViO1txb0QVauSEQknH1rBvNbis32RBZnI5welFxXSNLzJmyRGFB7tTFV967nU89hWdBqtxPHlbaV2b+EdB+NSp/aJkUhIIcnnL7jRcE7m7IpCYx26VWkuLeJf3skYx2Y5pXs3ljHn3MrZHIXgVCtpZREExxAju/NA2P/taLG22heRu21cCpoJNSmcSSbIUweGqP+0bOAECZcgdFFRNraZ/cw5P95zQZtovm0SZw0xe4IHAxtWnyTRW6HdMkI/uxjn86xZb64n4aQqPReBUJXPWkS5o0ZNRjTPkRbmP8UhzVG5uprgfPKceg4FRgfMKRxQTzNmVOCj5B5psRyM1ZuY8io4l+WkRdjlPOKmi61XKHOangz3oAsipR0qDPNS5+WgCGU8GqEx5NXJDxVKbvQBnz8kn0rmbxszPXTTjrXLXZBlb60mNDF+5W7pQyPxrCXoK3dHB2A+9IDoYF5Fa0a5srkf8ATJv5Vlwg1qxLm0ufTymz9MVXQa3PJrKTzFFvMocoMjC5zW5byNG6gSbgEDEEdaxNGljhdEAYHcVDD+LJ6VvxxF75Q3yRKMRyK3OO+aR1mdZgJqXiYHkMYDn8BUd3A0sLHOBjAx2Iq1aRSf234jFuEkixDgsevAp14WAkjwg/d53A988igZzcMcsc2VbaFHzH+Fh3zW5a3FtdaalxNCY/NYgMvYDpWMTJ5ksyEEEbAD6NWssUptxbR7VEYDKemRQA6z3Q+L/JWYzF7FTv9BufinXQedosALEqkEN1Jx2NNiZYvGkQCqEbTuVB68vTpkgRWkSUh1CsY2PA45oGcvmOG5cOu0AfKPQ9sVegKxwbdmI9oJB9fWsu4kSS8aJRuEeWDetbMJV7UNx06mgCvAqN4l0OSNiU+0Nz+VSXkO6a4AViwdm46sMmoIG267o6hQczHHb0q5KxMruwCyI7gHPUbjQI527KkQvtw5PT0Hoamtog0iOF4U8e1M1Bk88IMA5JPqKljmVYgmc5+63tQBR1AN5VnyARcHJ9eDWprUn/ABUN4h67wf8Ax0Vmas6GK1CnkTdR0zir+vSMNduiAC3mDP8A3yKBHKPeXWci4lHtvpU1O9EgAu5sgf36pSfLINxO5cfjUiY37vamBrxajdmPJuZhnvvqSTUr1EbFzNkISDvrPiO4Ajt2qd03W8jE8lTQBvatf3FpeCOK6nRDDE3Eh5YoDWddaxqW4Fb+5U7ecSGptXUPqKgnpBF/6AtZdyw+cD0xQA+HW9T81gdTu8D/AKamrr6rqToNmo3Qwc5801jWqgyOT0q2ikBgTx/KgDovDN9eXfiS3gnvbqSJreZiplPULxWFNrGpoSE1O7UHsspxWn4Tbb4rt8fw203/AKBXOycmgCaTXNXA/wCQre/9/jR/bmrbcjVbzn/psapOBkDFMxj5fSgC7/auoNy99cE46781cl1C6/sKzl+0yeYZ5QzZ5OAMVjkYP4VelP8AxIbP/r4l/ktICJ9QvQ4C3cuBxw1N/tG9zxdTD/gRqvnvTXYZHbNMC4mo3pkAN5MRuHfrX014Wc/2dbknP7tf5V8sxph+vevqHwr/AMgmzOesS/ypoDrEPAqSoovujNTBc0xCqw5FQSmWRSIsIO7nk1JlRx1+lV7y/t4ojvbeR0VaCGzMn06GR91xJJI2e74FRfY7OAgpBGvv1zWbfa/OzExKsY6dK56e7nuJCZJ3Oe26kyHJHZS3ttGp3XYVf7kY5rJfWoI5MWtuWOfvOeayoRiIHPHuKiQZuccUiXU7G9dapeToSsnljHRax3mlZ9ruzepJq4QQOtVDgSHNBDm2Wo/lxj9Ksxsc9apxZ246mrUZ6etAi4rHPWpQ3AqBCCRzUnamBItOwCKr+YQcVMCcZoGiGVNwxVYrt4q5nJqvIuWxSEN4p6ADtTdlPHFADh1p7HC0xR1pZRhM5oAgc81Vm+7U7Ak1BNxQBnXR2xMfauVm5Y/Wuo1DK27HrkVy0hw+aQ0C1v6RzGPrWAvIyK6DRgSAB60hnRQDgGtSLZ9kuC5IXy2yVGT0qhEjKoOK0AP+JdcHv5TcfhVAtzya2uNJjKsmp6kpB+VWtoyAT6ZFaSXFvNA8I1a9wDuZfssYLfpXLi0eQKqMUZfmJz19qsifbHLMjbZ0XBzyAO9B1nRWdzp9tPrJjv7x5D5YnlMEYCccYFVr1LI7pJtVviU5G2CMZB/CsXT08z/hI1DH/UxPn8RS3MqqJC8ilNvAzzSYIlB0ZllA1HUjjAYeTGe/0rTR7FEdhqd6hAwA1rHkiuHiBjnllJyr8jHtWvDKGiaMgszJuVu9AzorObS18QCQ399LefZCoXyIwFT5sH+f51Vu5tKiZHl1W9G8ZG23jPArO0uIf8JdETKZW+wNyeM8P1/KqbIIoIppQwI+ZQTxgjAFAFm4Ph5JTKdQ1ImT+7bx4qxby6R5Ihj1LUFAGRm3jH61yd1ujleTaXU/welS2sbcNG+TuB+c44oA6iJtG/t2wVry9luVk/dJ5MY3cio7ifSZJ7iH+0L1XVyGBjTgkngViWjE+LdLY4DLN0x2yKZeW5N1cyAna8jZz1yGNMDQuZtIjba95fEgkc26molk0ggGO+usLwB9nSudbdJIxG4jJJBPNOszvZwgwyn5s9KBGvejSJQm+9uRiTKDyBhjjvVjVpLObVroveTQuzAlTb9PlA9a5e/JDR4wAJeCPpWr4iJPiG+OcbnXGP8AdFAHLPqUDKRsfnvgcfrTTqEWQVDjHHQf41m0UwNyPWLRAv7uYeuAOf1px1u28twElyQQOBj+dYNFAHUah4ltLq7E0cc6gRInKjOQuD36cCqja1bMANkufUgH+tYVFAGvBq0MchLLIVzngD/GrC63bKGykxLH+6P8awKKAOu0fxVZafrCXksFwUWGSMhApJLKQOp6Vlvq9u2MJIOMdB/jWLRQBptqMZYEB+PYcfrR/aUe4kq+PYAf1rMooA0zqUR/hf8AIf41YbWLdtMgttku+OV3JIGMEDHf2rEooA0hqMX91/yH+NNa/jJBw/5Cs+ilYDSGoRg5If8AIf417Dofxn8O6ZpsFvNZ6qzxxqpKRRkZA93rwyimB9IJ+0D4VVADp+s5HpDF/wDHK9Ds/FFje6VZ38PmlLuBJ0QqAyqyhgDgkZ59a+LK+nvCd/Yr4Q0ZWvbZXWwgBUygEHy14ouZ1G0dTd6rNcbsFo4+wFV0dTBlskkGqb6lpxPN9an/ALbCp7fU9NK7DqFrzxzMKGc/vMy7uOPacsdwXNYe5FKgMSWNbF1qOniBw9xbExyBMiQcis2+FguyeC8tiB1XzB0pC5Wa0QC2iMOR/OoH2ieMj5eec0+O+sW05Qt9bKQM480UwalYTW4Mlzalo+/mCgdmabbVXr1qlJsMvWpF1bTZUB+2W+M4z5gxUYvNN81g1/aZ9fNFAcrH71TaQetW0ki6E81nG+sQMG/tTjkfvRUg1GxY7vt9qCP+mooDlZoLIiyJhvwq2GAAOOKyP7Qs/vfbLXGeG80dasJq1iQCb+1xjvMKAsy5KykjBxUu7agyDWY+r2G4H7daY/67L/hU0euaaxw2oWv0EwoCzLHnLv64oJV36mom1DTpBvGoWgXPXzRUQ1HT8D/iYWv/AH+WgLMtkAetPQKeuapNqWn7OL+1/wC/y/4Useqafj/kI2uf+uy/4UBystqwBOVOKZM4YcA1C2paeDn7fa4JwD5y/wCFMfVLDPGoWn/f8UBZiCRckGoJZoydhPNL/aNhv/4/7X/v8KpyahYNIw+22vH/AE1FAcrKmqSL5BUE5xXMPjI5ra1W7t2jJSaFucfK+awpJFD8soz05pFJD0Qgg54rpNHcHGAeOtc1G4LLhhg+9dNoflxF2mkiQZ/ibFIVjp4ZB5Y6/jV8fNp1wME5ibp9KoQy2jqxS5ibZ97DZ21Yub62tNLuXN1CcRkDDck+lUNJ3PEUimsQ0dsGIY/6xjnB9MVoWVlLNaO97KrvMCQ0Q27R6H1zS2mJiW8o/aC3zKOhHtWzEkcKBY1BTgbf7vXNI6kZemQxw3niJMnYLWPr16io5IoleVDGpLDPzdxViyAk1fxAgwN1khJH1GKqXjP8yAjG3rjmgZnlI2UmMbskqADVuEIrIrAr8vft7VmBlhnbGduflH9a2IC8tszg4yuCCMmgBulIkfjWCMZP+gsT78PUFxPmJ4Wj3xLHkYHTvxTtMuY5/Gsbg4BsmAx24emQEiLyt4+VBlsdaAMEzpdX/m73jVF/iHer9vtZIvOVTjvVJo837LGyEAEOhHb1FW0nMaAhQwUgYoAbGw/4SPSHZhk3AAwPcUXO5p5ipIKyvn0I3Go4G3eINKLEH/SBgfiKWVo11CaME7w7nB6H5jTEZs0irdbo2I/vKaeiRoxQZBk5NVpE+aRgPnJ59zUsR3kNIpHGKAK18FHlBCdqyYx74rY1zH9vXhIyS4/9BFY9+pEiDGFMmR+VamufNrV6c4O8f+gigDgqKKKYBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFdPavaCzg36crny1y3mkZOOtcxXYWiA2NsSBzGv8AIUAQedYM3/ILH/f5qesunEjOkvz6TkYq0kEe6RdvI5zViW1SMqABzxSFYJI9Nbw7bX7afIYpJ5IxH5xzkd81m+dpCk40mfB/6eDXQRwqfA2nD+E3s2RWDJEhLEjkNgUBYjM2jgf8gy5Uf7NxSLJoxJItNQTPpMppGt12sTin21uHIBxjntQFkX2ttLfQBcj7etutwIuCpbdgn8qzWTRgciTUxnvhT/Wty1t1fwi8ZAwNUH/oBrGkt0AKgDg0BZEYi0Y9bzUuPWMH+tSpBoXJN9qX/fof41HHZo8zAnjOBxVt9PSNcDHPtQFkXfsei/8ACNR3LXmoC1FyUWRYhv3YzjGelZ4g8ODIOp6p/wB+R/jWj5C/8ICoP8OqsBjj+A1jPZqeOMYoCyLQg8M/9BTU/wAYB/jUbwaB1j1W/wD+BW3/ANeqHkBTjin+R0KnBJoCxfNlZnRfNj1OT7Os23zGgbJb0xms1rW2UfLqin6xsK2baMN4LuwQPl1Ff/QKxZIhuNAWQw2yE/LqMX45FKLfuNQg/wC+mpoiBIpxt1HOBQFkT/YZBpyN9qi8vzCPM3HGfSqxtT0+32//AH2a1o7ZX8Hsf7t/gf8AfJrEeAoeooCyJha4YEX8H/fRq1bW+1ixuLd8ermqcNuJRkMQSKuQ2yqdp67wMj0oCyNzTNOAsJ5TdQNGZtpfc2AfT9K2WsYLhkla/sYwg2jJfHT6Vj6am7wzqKbiCNQj6dPutVabfHDOA3Iwg9PXP1pBZHUrYBI0Y6xphB4XG/8Awq1cWW/Cyapp2CMjl/8ACuSsVkiWPdKWCjpW/dyNJ5Qc/KUB460BZGvotolrDqqJqti0srqQVLYU8cHin3UMkXzvf6em4jcGdiAfpisXQnYweIlBOQFOT/vLRfsWZlJ4ddx+tA7Iu2oWESGLUdPYZ7yNx79KvTrJKoX7ZYoqLniQ8/p71yEUrrasxYkHKkU1zd3URxcYSWIx7SOg+tAzp7O3jS/1WRtTsGeW0VAiueMEdeOKry2zSTSH+0dNBC7MeYeP0rE0iUte6vGowRpowc9CGAzWXcySpdSKMfMgOcnrQB0D6cHdvL1fS9xBX/Wnj9KuQ2sscCKuo6acDnE55P5VxCTO2CoVW3HnFTw3EgDLuPBzQB1+l6eIPEMV5JqGmkCJo2RJiTyD2x05qubKZOUvdN2uOAboD+lYegFf+EwgG0c28gb3O1uaotOy25Y/NlsDPagRtrpV350kj3uksT023Yz/ACqymmz42tNp5U+l4P8ACuLMpaUnGPpVgXUhiCA4ANAHSQaXNFrNjdNcWOyGUMwW6BOMjoMU25spnvJJw9oWJba32gA7Sx7Vhac/neIdNV+T9pRcn0yKfeO66g6HaYizgjHPU0wLT6ZdlV2vbHBzxcLSrZXjRspihI7fvlrAZiJigAGzoamSVjHzzg0AaVzpd7IIz5ca7WzkyrjGKu6jZ3N3qlxJCqSQuwKsJF54A9a5m4k/exDH3W/pWnrREes3KoAqggADt8ooA//Z", "path": "003475.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003476
Men Tshirts
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", "path": "003476.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003477
Men Tshirts
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AfUCvKNY8Q6prkpl1G9lmP90twPwHFZRYn3rrp4dLVnFPEN7Fy81C51G7e6u5nmmc5Lsc1CM9c0wcDLcCmtJvOE6d66lojmd3qKzDO1c0oXHQ0cAYFANO9xWF708GmDOaXPPFCAfijdtIHWm5PelGDzVCsOHWk70opCMHrQAuatafqt7pNytxYXDwSg9VPB+oqoDg9aOhzRZPcV2tj2rwf8X45WS01/ET8BbhR8p+tet2d7b30CzQSLJGRkMhyDXx2DgY7V1Xg/x3f+E70FWaa0bh4WbgD1HvzXPUoLdHRTq20Z9RN6Y68isbVtEt9RBdV8ucDhsdfrUfhrxbpfimx8/T5wzAYaNuHU+4rXkJ2muRxaZ0xaZ5pc20tpO0My7XH6+9Q12uvacL61aVB+/QZHv7VxXTPHQ4qWhhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXS+Cf+Qtcf8AXuf/AEIVzVdL4J/5C1x/17n/ANCFAB42/wCQvB/17j/0Jq5qul8bf8heD/r3H/oTVzVABRRRQAUUUUAFFFFABRRRQAUev4UU5FZ3CIMk0bgWLHT5b+4WJBxn5mx0rso4rLRbImR1hjUZeRjj9a5fXvFmleAdMjhlX7RqEq5WFOpPqfQV4f4k8Z6z4omdry5Zbcn5bdDhF/xraFK5nKfKej+KfjMsTzWmg2u9lJUXUnT8BXkWoapearevd3tw80787mPT6elVD79PSg8nOc10KKRzubYHk0tNHXmnVZA0mgHig0ZBpAKGIGaa2JBjODQKa360DGEFB0/GkU4/lipFY87hT12Pg8VNrjvYnsdVv9PfNpdzwe0bkCt6H4geJ4FwurTkDpuOa5zy8njFLsx1xRyofOzoLnx54lulxLq8+D2VsfyrGuNUvbsk3F5PL/vuTVfYD/FQAq96fKhOcmIX569aU5J9qGZAc0nmkg7R+QqiQ2HBzxg5pDIsZ4+ZqQq7HlsZ7U9EVR0596AuMKvJyeBTgoAAAxT854pCOKYXCgUDpQKAHjpSd6BRQhC5oziikqugDs0hOaTNIc0gF4ozTd1GaV2A7Pem7s9qMelOC5oTbA1fD2v3vhzV4tQs3O5Tl0zw69wa+l/C/ie08VaOl/akg9JIyeUPpXymwwK6z4d+K38NeJYjLIRZXBCTLngehrKrC+xpSm1ufTBGRj6VxWvWH2S93oP3UpJHsa7JJEmjSSNgysMgjuKoa5afa9MkCj54/mWuSSOtHDdaKP5UVIwooooAKKKKACiiigAooooAKKKKACul8E/8ha4/69z/AOhCuarpfBP/ACFrj/r3P/oQoAPG3/IXg/69x/6E1c1XS+Nv+QvB/wBe4/8AQmrmqACiiigAooooAKKKKACiiigArQ0gwxXT3dyQILWNpnY9BjFZ9YXjTVf7P8JXVshIlvWWJcf3Qct/SqgrsmTsjzTxJrU3iHxHealO7N5rnYD2XsKyc4oI9qb2rtStocjd2O4NHSm5pc0wFozgUUUCEOaB0pcUUAJgCjbk0tPUZ6UAxoQ9xkUhhQnIyv0qbpxSY4p2FcgMLdnNHlsOr1Mc5pCDjFFguRCNz/GKPK9XqU9OKADjmiwXGhEAwVz9aeqkdOKMZpec07CEwPSl69qO9FMAI4pp6U80hoAToOaAB1o4paACkzzilo96AAGikAozQAEc5pM80vU0uARSGNAzTgAO3NAFO6U0hBjGOKRjtGaRnxzVKa4J4BqZSSKUblh5wODUYfJx0BqBAzkE1OEOKi9yrWPpX4Ya8dY8H2wkbM1t+5kz7dP0rtcBgQeleJ/BS/Cy6nYkklisyj26H+Yr2lW49a55qzOmDujhNRt/suoTRdgcj6VVrofE9uBJFcAdRtNc9WTLCiiikAUUUUAFFFFABRRRQAUUUUAFdL4J/wCQtcf9e5/9CFc1XS+Cf+Qtcf8AXuf/AEIUAHjb/kLwf9e4/wDQmrmq6Xxt/wAheD/r3H/oTVzVABRRRQAUUUUAFFFFABRRRQAen1rhPiWHEWmdfLd3A+vFd56VwfxTDLbaGc8EyNj/AL5rSl8RE9jzwnI9qbQelJXYzkFFAHrRRSGOopo606mIKTNLjNAHPtQAq04GkxSkU0IcpFBNNJwKTj1p3FYdSHrSUGkFhaM0lLuppjFoHTrTc8Uop3AdnmimninUXEB5oxxRSZoATpTh0oxRQAUUZpOuKAFyaTvTqKEADr0pe9N707IxQwFprPtFGQKrXMm1DilKVkCV2R3E3ZarxqXbmmgGR6tIoVRxWC1dzfRIfGpHpTycd6aDhaTI71oQdr8Lb8WXjm1Rn2pcK0X1OCR+or6OjHyDB5r5K0e8/s7WLK9B/wBTMr/rX1daXK3FvHIp4dQw+h5/rWFVG1JkOtwedpcn95PmFcX04r0CZBLC6HncpFcA6lJGQ9QSKwZsJRRRSAKKKKACiiigAooooAKKKKACul8E/wDIWuP+vc/+hCuarpfBP/IWuP8Ar3P/AKEKADxt/wAheD/r3H/oTVzVdL42/wCQvB/17j/0Jq5qgAooooAKKKKACiiigAooooAO4/OuG+KKs+n6VJg7UkkQfkpruT0P5VjfErTDc+A4bpUybacScf3SAM/pV03ZkzWh4xkYGKT8KUYIyKTkV2HIHSlpoOadQADrTsU0UozTQhe+KeF9qaBxUnbk07CYmKQ9aUGkPNMBD0pMUUCkAtJilptAC496WmnpSqPegYuc0A4ozxRQIUmlzQTk0g65piF3e1AoIFLQAE4FHUUlLwBQAmKUcGkBpSDQAuaM0z8aAeadwHmk70UUXAa7gDNZk8pkcgVZupNqYB61UhXc+TXPOV3ZG0FZXZPEu0ZqbtSADFKMVS0QMd2pMetLxigkAcmquSIeAcdMV9S+GNz6Fpz5JzbR8/hXyyMuSqdOhNfTngC9W98GadIpziIRn6jisqhpT3Ooz2ritViEWpzrjHzZFdp1HvXK+IYyuo7+zLkVzs6DJoooqQCiiigAooooAKKKKACiiigArpfBP/IWuP8Ar3P/AKEK5qul8E/8ha4/69z/AOhCgA8bf8heD/r3H/oTVzVdL42/5C8H/XuP/QmrmqACiiigAooooAKKKKACiiigAzWxJax6v4WnsmG4OjxHPY4yP51j9xXQ6FAyaaWbO15iQfUYH+FNbg9UfL20xyPEeGRiuPocUmDjJrQ16D7J4l1KAjBS4cfqaz8V2x1RyNajR1p1GCKXBNMWgCnjmminjimhMcKQ80CjvVEiYpaKKAENAIxS8YpvekAZ5oNJ3pDQMXpRRSZ5xSAXPNOzTaWmDHDBFIaKXFBIdaWgD3opgHSlwMZoNHUc0AIAaQmn5phzmhgJR+FKOlITikMXtTSaM8Uxzhc5xSYJFO6O5wB2p8CYQep5qHHmTVbRQOlYxV2bPYXj0pcD0pQBQxGK0IGswUVF80x9FobLnjO3uadtPHJwKQydMDgDFe7fBy5MvhaWHP8AqrhgB6AgGvCEzj9a9h+Cl4h/tOzJ+ZWWUD2xilNaDg9T2Adia5/xLGcQSfUVv57n8KyPEa7tPV+6tXKzqOWoooqQCiiigAooooAKKKKACiiigArpfBP/ACFrj/r3P/oQrmq6XwT/AMha4/69z/6EKADxt/yF4P8Ar3H/AKE1c1XS+Nv+QvB/17j/ANCauaoAKKKKACiiigAooooAKKKKADuD6V2mnQ/8SaFV5OMj9a4v0rvdKC/2ba4Ofk6fjR1A+bPiXYGw8dXkm3CXIEy/iOa5YdK9e+N2i+XFp2qKuBuMDn9RXj6k4Ga7ab0OaY+joKKMVZmJSjmkNKKAH0UnSjINMkXv0pcU0ZpcGgAxSGlpDTAaabTjSVI0GDSYIOaUHmlNAwoGaAc07pigTDFOzSZpMGmIU8HigAlqTNLnnOaAFY47im76D70xjjtQBIDnmjOfpTEfPHFO64oBoM0GkxjpTSaQ0LmoLhsRmpS2KqXLHIFTJ6FQQW68Me5qyO9RxDatPyMZ7UoqyG9xdwAPemJGZjlshO2KdGnmHLL8o7etTMadhXIzxwBxR0HSlX73NDAluBTsK4m6vRPg9dCHxc8O7/X27D8iD/KvPFiJPpXY/DOQxePLAZGGDj/x00pK6HF6n0cOVGRWdri7tLl9jmr4bjg59aq6mPM0yf8A3a42da2OMopB0z7UtSMKKKKACiiigAooooAKKKKACul8E/8AIWuP+vc/+hCuarpfBP8AyFrj/r3P/oQoAPG3/IXg/wCvcf8AoTVzVdL42/5C8H/XuP8A0Jq5qgAooooAKKKKACiiigAooooABjNdrpEpGlQZHIH6VxVdzpwH9m249E7UAcH8ZrqNvBIikI3vcL5Y98c14BGeOe1enfGnW0udbtdIhcMtopaUg/xnp+leXR4BIA7V1w0RzT3JiaTOaaDilrUzFNKG5o7U3OTQBJnJopq+9ONArDgaXGaYOlOFNCHHgYqM9aceab3pvYBO9J3pe9Bx6VIxCelLTTQKAFA5pTRR2oAUUUgzSmmAUdqB1oPHSgQpPFMY8UpNIcY560mMYCQPepVORUJ6UBiBSTG0TkUwil3cU0mmKwnHWqrndNVg9etVk+aQms5GkVYs55x6UKDK3PCCmhTKwUH6mrI+VdoHFVEliEnpSUpoFUQL/SlHvTR1xTj6CmA4V0XgB1j8daVk4zIV/NTXN5xWx4Tm8nxhpDngC6QH8Tj+tKWxUdz6e6dKbeJmxmXuUNTLFyS3AFMnYBGU9xXE+x2LY4P2op0gxK6nqGIptQMKKKKACiiigAooooAKKKKACul8E/8AIWuP+vc/+hCuarpfBP8AyFrj/r3P/oQoAPG3/IXg/wCvcf8AoTVzVdL42/5C8H/XuP8A0Jq5qgAooooAKKKKACiiigAooooAX/Cu0juo7DRlupmCxQw+Yx+lcURkVX+K2qnTvAVvaRsRJesE4PO1QCf51UNWTJ2R4drF++q61e37nLTzM/4E8VTT7xpvQcdO1PGA1da2OdjsUoNMzSgn0oJsOINIBg0ueKAKoQ4UvWmilzTQDxTscU1CKU96ZIUhwKXtSZoYCYzTckHFKTSY70hiGijvRmgAwKXPOKTNA6UhjhS00U7gincQY70ho7daQmhgGRimkHHNL1HvR3pAMPFAPNK3NJjjNIod2pKTPFFADXOFJ9qrI21CO5qeX/Vt9KitozI+ewqHuWti1ACkfuetSAnpSFscdqYWFabGe5ISKAc8VCDjvUiyCi4NEoGBS1H5lKHFVdEimprKc2t7b3A+9FKrj8Dmq5YE8UvUEZ60OzGj65srkXenW86nKzRKw98iqOpTlGhROWkcAAVR8C3a3vgnSZQeFhCNz3FakEYm1M3BAIiGE9jXFNanbB6HJXqGO9lB/vc1BWhraBNXuAD1YHH4Vn1mxhRRRQAUUUUAFFFFABRRRQAV0vgn/kLXH/Xuf/QhXNV0vgn/AJC1x/17n/0IUAHjb/kLwf8AXuP/AEJq5qul8bf8heD/AK9x/wChNXNUAFFFFABRRRQAUUUUAFFFFACg8ivO/i7ra6j4it7GKTdDYwKhweN5HNehEhcscYAyc14Jqd017qV1dMctNMz/AJn/AArWktTKqyrSjrScUfSugxHjk9KdimA07OeKEIcE460dKBkZpDVCYtAo7UgoQEq8A0vakXpS1ZIelJnmlppIpABxSUDrQRQMSmd6kPIphFJjE6mnU3oaXrSAUU8d6YKfTENNMYAGpsEjNRMOaGAgpc80ClODSGMPUUme1KeetICKkoXOBSZz16Up5pMcUxEcoHlkDPUVNGojiAUdeSar3BxGB70tvN8pQmp6lvYmLZphNLkU0mm9SUJyOpppOO9ObnPNRlTipKH7++aTzCSPamgYpQhzSuGg/wAwk09HOaRYj7CpgmBVq5Lse6/CG+8zwRcwl+bWcgZPY16Pp8JjtQT95vmNeQ/BDFwdYtWJC7o5AK9tZQqcDHaueotTop6o4vxKgTV2I/iQGsit3xQhW+iJ/ij/AK1hVkywooooAKKKKACiiigAooooAK6XwT/yFrj/AK9z/wChCuarpfBP/IWuP+vc/wDoQoAPG3/IXg/69x/6E1c1XS+Nv+QvB/17j/0Jq5qgAooooAKKKKACiiigAooooApaxcC10a8mJxsiYg/hXg4JK+tew+O5/J8LTpnDTMqD868a+ZDzW9K5jUY/FB4FAORQfStzIUc08etMXsKcOgpIB2eOKQ5BpRg0d6oVhOTTlpDSrQhMkAAoNApasliZyKQilxRSBCc5FHWlPSkBoGBFNIzTqaetJgMIpR0pSwpM0hi4pw6UnelHvTQmOwaaRk4p4BGaQjJ4FMCLpRTiD6UwipARqQDilzxSZIqSwHBpcim0q4yKYiC6+6KrxttY1ZugPlqqODWMtGax2LIYkDmnj86hjbtU6dKpO5LAr0pQmacBmpFWtFEly0GCIdvxpwQAgYqUAAUYzzVcqI5hMZ7UHpgfnS4yOKaf/wBdN6CPT/gddLH4uvLc9JrbIHuDXv5GAc8j1r5Z+HGpjTPH2mTO6ojuY3JPABFe3eIPHttAJLbT/wB/KB/rP4VrjrO2rPSwWGniHaCLPivDXEBHULg+1c9WfpdzPdm4nuJWkkZhkk8Dr0rQrJNSVzTEYeVCbhLoFFFFBgFFFFABRRRQAUUUUAFdL4J/5C1x/wBe5/8AQhXNV0vgn/kLXH/Xuf8A0IUAHjb/AJC8H/XuP/Qmrmq6Xxt/yF4P+vcf+hNXNUAFFFFABRRRQAUUUUAFFFA6/jTsBwnxIusQWVsG4JZ2H0rzx0DL05rp/HV19o8SyR5O2BFjx7/5Nc3jIrspq0Tkm/eK22m1I2ckUwoabEgByxpwHIqJQd9TKOPrSQ2Ligj0pwGBikqibjaetIBT1GeaYmOApelA4zRjNUSNJpMZNPIpvGetIaAjjrSAUuKWgBpB/Kkpx60hoAYeh4pPenHGOlIKkoAaeKb0py4poTHYNB44pwIHFBAz0qkhETZph4qUgEU0qM/SpaGmRY5FBGe9Lkc4pvbpU2KCjnIpAM9qU5WgLEF2MAGqueat3f3FzVTuawnubQ2HI2KsI+7pVXvTgxU8UkwaNFFJ71YVQBzzWWtwy9DUq3RJ5PFbxqIylBmjgYzScVXjug/epC49RWnMmZ8rFOKhZuaGfFV2aolIpJ7lq1l8u8icH7rA16PEwZMjHTr68V5WHYMMda9G0Kcz6XFIeSFwa4MXe1z6/hma55RZ2ehc2szf7YH6VqVl6CD9gY9i/wDQVqVFP4Tz82aeKkFFFFaHmhRRRQAUUUUAFFFFABXS+Cf+Qtcf9e5/9CFc1XS+Cf8AkLXH/Xuf/QhQAeNv+QvB/wBe4/8AQmrmq6Xxt/yF4P8Ar3H/AKE1c1QAUUUUAFFFFABRRRQAUFtqlicKoyT6UVznjfVP7K8MzsrASzfu0/HrTjuD2PK9Tvhd6xeT5yrytg+2ajXGAayRIwHXmnLcOO9dUalkc0oNs02XuKYcd6qC8YdeaRrrJz0qnNEqDLD7V5HWnDJAxVIzbuavRnKA0RdxyVh2MDpRRRVkBTk700g5qRVBFNCYppMU44xTO9MkdTcDNLuAFHWgYlFB60UgAgYpuKd+FBoAYcEYppBzkU84FNPSlYYClHBwKaD2NOAoBko5UUtMWpB0q0SxrD2qJh6VMw4qNuBSaBEBFJntTmGaaRWbNEID1pwGaaDing8UDILocJ9ap1fnTcyiqLDDEVjUWppB6CCnBCelIoJYAcZqfbJD1B+tSkU2NFvIf4cU/wCyMe4/OkE7D3qQXXHIq0kRdiCAp/EKfuOKYZ1alRl/xqk0LUdhm4pwtz3yBUqSJ2xUnmLjg1aSIbY1I0j52iuq0qcW+mwRsRufOK5QuDxWpo4fUNTs7JCzb5AMDsO9c2KjeKPaybE/V5uTPXdHTZpUGRgsN3HvV6kRFRFjX7qDAGO3t+X60tYJWRhiKntKkp9woooqjAKKKKACiiigAooooAK6XwT/AMha4/69z/6EK5qul8E/8ha4/wCvc/8AoQoAPG3/ACF4P+vcf+hNXNV0vjb/AJC8H/XuP/QmrmqACiiigAooooAKKKKADHFebfEqQ3d3a2YbCxLvYe56V6T9O/FeP+Pbtv8AhKp0HJVVC/lWtJK+pE20tDm108A/M2R6UsloMYVR0p4jLD55SGP8K1GyyoTtLZ9xXTaPY57yKrQOM8GozGfQ1cFzKnDrn6imm4jY5ZTWTii02VMHIGD1rQhP7pPpUZliOOMVJGfk45GaqCsTN3JRSUoORRWpmKDUmMAUwYyPennGfcU0JhRSEmkzTELtFHYigHHag+tAxMUUUCgBfakI4pcikOKAGkcU09KfwTTDSGJThnHWm0D0pASKeakHSolNSjmqTEwNMfkVJimsPaqYtiuykEVGSc81O68ioW61ky0xKUE9KaOtPXmpKY1+CCapS43Zx1q/IA2Mds1SkHyKRUTLgxqEKcsD7VN574BwT9aYitIgHHHc1cieNYwrEHFJIJOxXEynkotLmFuqj8KuBbZ/4RR9ltz2/WrUCedFQQxN3xSPasBlGyKtmzjAyBx9ah8tQfklKn0NDhYOYqFZEPINAmYcVdZp1IJCvSHZPE+Ytr464qXFjUkVhMSMd69L8Az6XHIwCKLt1x5h6/8A1q8wij8yVUBwWOK7qwjSyeNLb/WLgsw9a568rRPYyzDfWJuJ6vz37UVU0y4a60+KSTmTGGNW6hO6OXEUnSqOD6MKKKKZkFFFFABRRRQAUUUUAFdL4J/5C1x/17n/ANCFc1XS+Cf+Qtcf9e5/9CFAB42/5C8H/XuP/Qmrmq6Xxt/yF4P+vcf+hNXNUAFFFFABRRRQAUUUUAHTmvIviBHHD4pdkBMjxKf0r13vXlPjqdJ/E0idPKjVcjucVrSWpnUehx5Dx/NsG71NILif+9+lXXaPPao2lixyQfwrqcTnuQieQ9kP4YprygqN0A+oqXfbHquPwpDFE4+R8HtUOI7kGIHGT8p9MVNEgXgdKieORAWO1qLeTczA9hSQ3qi2BgUYpAeopcVqZ7CovzjvTj1zSR8EmhuTxVEjqDSA8UHmgBOnU0dTRjNB4pDFAFIRikzSjOeaYCgZHNIRS9eKDxRYQhUCozT8mmGpGIcUh46UpGaSlcqw9TnrT1ODUIYk9KlHOOlUmJomBBFJikSnVaIZEwzVZxirTAVC6jFRJFRIc89KXvSEY6Uox1NZmm5IgBVh7VAEUx4qVXADfSooxkCkwV0Q+W/KqMgVF8wOOat+d5L9OvWrCy20o5ABqeRMq9jPEcp5C5/GnKJQcHcB7Vfa3XGY3IP1pM3MPAw4quXzE5X6DI4pnTdHNk+hpd9wv+sjVse1N+1sDhl2/hSmWXlkcN7UwHfalH3otv0FKLiFzjBH41F9sIIEiDH0qQx28y5U7WPpTuxWJokg8wNHgN610el6uftcUMsMYVjt3Ac/WuQFrNG3ynitfS/n1KzjcH5pkU47gmpnFSg00dOExNTD1VKDPXtEG2wI/wCmhH6VpUGxh02ee1t2LRJISue2T0/SiuLltodeJrKtUlU7hRRRTOYKKKKACiiigAooooAK6XwT/wAha4/69z/6EK5qul8E/wDIWuP+vc/+hCgA8bf8heD/AK9x/wChNXNV0vjb/kLwf9e4/wDQmrmqACiiigAooooAKKKKADv/AErxvxeif8JXfu8wIL5AU17J/T/9VeQeMpdOl8RTNZR42/LK5Pys/wBK2o7mVVaHPb0H3ISfQ4o8094P0p3mqpysgLCkEysfn6+xrqZzpCG4jX70RH1FKJLVh0ANHyN0YYz0NK0EbdUHNLUoY0cZOUf9aaI1U5B5psloQMx5H1qONXDjceBUvcOmhbBpw9aaAPxpcVoQxy9CaSlUYSimSAo70uaTvQMO9NPWlNFIAxQODSGlBoAXODS8GkJzxilHFMQlMNPPXjpTDSY0MPSkHenEDtTeR2qCwPNPU9KZjI5pRxTQMmTk1LUKMB3qQHirizNoCpPSoZBg4NWKa67h0pyQJlNgAaTtUkse0ZquSQeaxNUK7EIaVPlQH2qOY/u/rUkQLKoApdStlcjkVXIJOKQJCDy5xU0nlDhuSPSmo8C8iItSs7hfQkjt0cZjnqQwXS/dcNTPtEXaIqfUVIL1QOpBq1YjUYWuR9+IN+FIZ484e3wfapRep3PWjzoScsQKLLowuyMvaycHK0w2Z+9E4b2FTFYJOgU0gttpyjMKOW47lZZpomwSSfQ103grS7rVNft5vLYxQuHYkVQsLEanqlrZBgsk8qxhsdCe9eh6dFqvhfVv7JliQ+U4USIMb1Pesqnu9S4LmOwcgux9STSUf17n+lFcx0BRRRQAUUUUAFFFFABRRRQAV0vgn/kLXH/Xuf8A0IVzVdL4J/5C1x/17n/0IUAHjb/kLwf9e4/9CauarpfG3/IXg/69x/6E1c1QAUUUUAFFFFABRRRQADrn9PWvFvFWlpYeIrm3ilLhz5mfTPOK9p75rzHx7CieI1cABpIV/StaOsrGNXRXON+wxjrn3pfscePlYj8asn+dNArt5Ec3Oyq9owHyvmomkmi+8p+prQxzSEAgg8/Wk4dilPuU1vTgBlGPWoJJ8vlRxU09qp3MvBFUgxUkEVjJtOzNEk9UaaNuRSfSnHGKihO6IY7VKPStImTF6ACgUrdRSVYhaTvQaM4pABPFIc4oOT9KXtQAnagUUdqAHr1pTimj6U44ApiGnpTCKdSEHBxSY0RHrRQeD70lSyxeBRxTc0A0ASr9KkBNQK1SKc1SZLRODS0xT608VRA0rntUTwKRk1I7YOKhkl2iplaw1e5Sn5cKKvRMkA25BPeqURDTF2xxzVuM7hu+RQemRms4WubSJdsT/wDLNacqheiqPwoJIA+VT9KcHQ8Dg+hrZJGTbEba3BUflTGt4m/hH4VMV49KbgjPenZC5n0KjWSknbxUTWTAfeq/vzTHkI/hJ+lRKCLjNma0EkZG3JPYVoxafqDTJFFG0rEcqK6XwP4c/wCEm8RW6SAi0jbMrCtnxFo1z4Y1vEeSMlonxwy9q5ZycXobwipLUt/Duw0nTJ31DUJkl1JDiGAf8svc+9d34mtl1G40u+ibCKxMzDqwxkD8688t1hvz9ojj8u7Xk7O59DXaWPnLp8UczHI5KntWLm5bmySS0J88fnx6UUUUgCiiigAooooAKKKKACiiigArpfBP/IWuP+vc/wDoQrmq6XwT/wAha4/69z/6EKADxt/yF4P+vcf+hNXNV0vjb/kLwf8AXuP/AEJq5qgAooooAKKKKACiiigAryzxvOJfE0wPAiRUr1Pv/niuWtPBC674qv7/AFQsbMSny4Rx5mPU1cKig7smVNz0R51Yafe6rMItPtJrhun7tSQK6uD4WeK5k3G3giBGQHkGa9m06xttPiWCzgSCMDG2MYx+PetlPu9vyrOeOlfQ1WCj1Pna9+HHimyjLtZLKAMny2zXJXJls5miuYXiccYYYOa+sp/ufTpXK694d0vWY2F7ZxyMR9/GGHvmqjjZN6ingl9k+cWffkDriqEo5J6V1XizwndeGbxmUb7Fj8kg7exrmgY1mPmKWXHA9a6JSUldHKouDsySzOYsdwasgYYVBbqFzjqecVOASwrWGxlLcUnnmkzmlakqyQpStJ9KDn1oAOaPajFLQAnekPWg0YOaAHDNO6jmkBGKQ0IAxSHPal60hzmhgRn71NNOPWmmpZQmRSUUnWlcoepxUi1CDipFOBQmJolB4pxI4xTFORS5x9au5FgY461TuJRg4HNSuTnFU5T82KznKxpBCdSB0q2kLMqgccVFaoJZgMZArVVAOCKKUL6hUlZlAq6evFMM7g/OPx71plfUCo3hRsgqK0dN9CFJFdbnHQ7h3BPNTxzJJ90/UVWltNvzR8VWLGM4OQfWp5nHcrlT2NMqM5FBQuNq/ePA+tVIrxgMScj1rpPCOkz+IfEdnbWsbMgkDSPjKxqOpJpuaaJUWme+eCvCFjoOgWyKuLmWINM+f4j2pvjHQIdS0llkUebEN0T+lXNcvZ9KP2uDLW5+8vYYrFn1241OAqwxHxiuGTuztirIwNJ0ePTIFDYec8s2P5VpZJ6nNGKKkYUUUUAFFFFABRRRQAUUUUAFFFFABXS+Cf8AkLXH/Xuf/QhXNV0vgn/kLXH/AF7n/wBCFAB42/5C8H/XuP8A0Jq5qul8bf8AIXg/69x/6E1c1QAUUUUAFFFFABRRRQAetatj91ayq1bA/d+lY19jfD/EbVuvU9quKfl4qpCeMVaUdK5UjsfcjuThRWTcHqM1qXZ46VkXB5ponYxdes7bUNJuba6QMjRnGex7V84Omy7eLP3HKg/SvePGmqjTdHncHkqQPrXhkSFyZm+8xzXoYZNo4MU0h6ZD8VMud3WkRec04YDHNdyOBhj3o6UhIPSiqEgJpaTFFIBelKDSdaM4piDNFGR6UnNADgBS8CmjpSj1oQAeaQ9aMUY4oAY3Q1EetTtimMoPapaKTI88U3pUhXjpTGFTYoQ809ajzinKaExtE6EZxSkGmqc49qdmrRmMYADJrPJJlJq1cykKVHeobZUZyZD8orKe5rHRF+wiKqWI+9VzHWiGG5kt/MhtJmh7OEOKj3/Nt5B7gjBFbwlG1jGUZPUUnnk0hIINKTkCm5x0q27EJA2MCoJolkX3qYvzzTT61DsyldGc6bDz0rqPB3iu78NXqmGbZaSsPPUDtWDKgKk9Kqb/AC3z+lYtWNou6PrPS9Qstf08JuWSGZRwTXPXUH2a5eDGPLYgfTtXlHw/8TT6dqSRecfKbqpr1m8u0vphcp0dBXNUWuh0QbsV6KKKgoKKKKACiiigAooooAKKKKACiiigArpfBP8AyFrj/r3P/oQrmq6XwT/yFrj/AK9z/wChCgA8bf8AIXg/69x/6E1c1XS+Nv8AkLwf9e4/9CauaoAKKKKACiiigAooooAK1LL7ox2rL9a07AHgdjWFf4Teh8RuQfcHrVpGz3qpC2I+atRL8pY1zROy5Bdnkisa6Y4J7itec4LHFYF9LsDE1SWpD2ueRfEvVGm1H+z1fIByQK47y8AbRgVb1q5bUPE15MTkCQqD9KgA4r2MPC0Tx8RNuQzHFKCcc0MMdqT+CtjETvSZpaTFAC0UUoFAC9KMc0GimIQ/SkINOJpOaBij3o70Cg9aBBR2pcDGKTnNAAOeopQvtQBTxmmkK4LEMYxTGhBHSpqM5NPlQXZReIg9KjAIOMVekTJqq6ENxUSjYtSuKmQcU8HFMXg8052CRk0ug+pQuCWkNdJ4L8MN4l1eG2wfs6nfOw7KK5pQ0shwCSTxivor4beGho2hxGWMC5ucSSccgdhXHWqcqOqjT5nY7DTdLtLSwjt4reNYkG1V2g8Vi678PdE1wF3g8mbtJGdtddswMDil2+9cMakk73O9042tY+ePFHw81bw+5mtwbu0JPzAcr+Fcfuzww2tnBB4Ir6zkhRwQyg5Fee+MPhvYayr3NkotrwDO5OA31Fd1HFvaRxVsIt4nhpAJ9MUwnBxmrWoWN1pF69nfRmORTxnoR6iqcgyCf1ru5lJXRw8rjoxjuSp3HAArq9E+HjaxpC3s940DycouzOR+dY3hvSm13XIbUA+UvzyHHQCvbY4khjWNABGowoAHAFctSep0Uo6HnunfDKa1vkmm1MeUpziNDk16DHGkUaRp0UYFP70fic96xbua2CiiikMKKKKACiiigAooooAKKKKACiiigArpfBP/ACFrj/r3P/oQrmq6XwT/AMha4/69z/6EKADxt/yF4P8Ar3H/AKE1c1XS+Nv+QvB/17j/ANCauaoAKKKKACiiigAooooAOxrTsT8ikdRxisw9DWrpqZAPasa/wm1D4jWhBbaK0E4UjFUrcEHI71cXiuVHWUr0kKSOlctrBd7eVY+XIIT3NdRqDYgcnsM1ziRm7uo03BOchquPxIUvhZ4Rquhalod9JHqMDRSSOWDEfK30NU0z9CDyK+rb/QNL8SaQumarCshEYO/HzA+xr5y8X+HovC/ia50qK489I8MG7gHsa9mjNbHi1oa3MGToaiByuKkfgGoVOM1tLcyQoooGO9KFyakYAZ7U8LQBinKKpIlsaQKTaKeRSYp2AYRSU4im0hoUCjFAFLQDDHFG3I4pOopy8UgYqgdzin8ZqP8AjpxwDxVIQ/NHTmm9DS9aoQHJqJ14JqWkYZFJq4XKw+lQXLfKAO9WmGKm0PQrrxPrUNhaIx3H53A+4vc1z1Hyo2pq7Ol+GHhE63qh1C6X/Q7Rsgf339K+hLGEL82MHHaszw34ftPD2kxWNoPkTlmPVm7k1uRfKDXk1Z8zPWpU1GJJ3pevamljnikL8c1CNkDthTVGVgy81NPIQKzp5sAnNJsaRy/jPwzZ+IbJlmG2Zf8AVygcg14Ld28um38tlOfmRsexr37WdSZQIovmkfhR71yb+CLe61yHVLuYuVw7RY4Lf4V2YerJLU4cTSje6JvBWgLo+lieRcXdwMuT1A7D9a6b6UYA4HQdKKtu7uZRVkFFFFIYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV0vgn/kLXH/Xuf8A0IVzVdL4J/5C1x/17n/0IUAHjb/kLwf9e4/9CauarpfG3/IXg/69x/6E1c1QAUUUUAFFFFABRRRQAda2tM5thWKMnGOucV0VnB9ntUXueTWNZ6G1Be8aMKjYGqzGBj61BEBjAqeMdvSuVHWZ+qoTbOB3FcubOe9JhtZBFOvzISOpHauv1Fcwn071yv8AaNpo+oG6u5AkK9fU+1a0leRFV2jc3NU8XQaLoMmpanGbe7tRs8o9JXxxivm3U9Sn1bVbrULnma4kMje2e1bHjXxdf+LNaknnbbbRuRBBjAUZ4J9TXNj6n8a9mlDl1Z41Sd9BW5BquOtTsetQ4GferlqZoKeo5qIHmnhsUkNkvWl7VEHqQHjrVpkjh0oNA6UGmIYRzmmEnNSEUw9aTKAUtIDS0gExThSClI44oEJk4pQOOaTFGaEBJ1NFApjPg4zVNisSUdQeaiEoxzTHlJ+RRkngAd6lySQ+W7JYrWfULqKztYzJNMwVEA6k19DeCfBtv4U0oQgb7yXBnlxzn0Ht2rK+GvgWHRbJNYvU3ajMmVDf8slPQD3r0NBk15WIrOTsj1cPRUVdiKuBigKRUoHFJXIdjsNJxUTyYpZGJ4qlczbRgHmi40R3NwckZGKxNSvlgiyepOAPU1Le3gjRixArGjD3Mn2m4Gf7int704x5mKc1BCW8TmU3FwAZW6D+6Ks/WlJz3zSV1xioqxwSk5O7CiiiqJCiiigAooooAKKKKACiiigAooooAKKKKACiiigArpfBP/IWuP8Ar3P/AKEK5qul8E/8ha4/69z/AOhCgA8bf8heD/r3H/oTVzVdL42/5C8H/XuP/QmrmqACiiigAooooAKKKKAJIMeenpnmulQZ2jOa5cHBz6HNdRaP5kaNj+GueudFDcuqADxUyEg1CGynvUsecDNYHSQ3mGiOfSvMfHkhi0xnWIlM/M2M4r1C5Tehx6Vi3mkxXlpLazqrpKu1gRmtaM1CV2ZVYucbHzXLJ5shYdCc0wcmum8WeDLvw3csyK0lgSdkn932Nc0G5r2oVFPVHjVKbg7MCtQsMNU7HioWAJqpEoiPDU4nNNfAfHelUjNQX0DvUinJ68U0kGhcDpTRJOp4pe9MWn1aZNgPSmGnnpTD1pMBDSUY5pQKQwAp9ABoIp2EFN79KU5FNBzQA8GoZEJbNSA84pJWCg+vakxorEnoBk+1exfDf4bp5cOta1EWkOGgt27D1NQ/Dv4ZrOkWs61GeSGhtm9Ou417IqAKFAwBwPavPxGI6I9Chh+rFwMADpTgMUoz3x+FKTiuHfVnfsrAelRSNgcU5nyOKqzybVzQNEM8+0HB5rKupyqlienep5pc5NcP408UxaLagfemc4RQfzzSS5nYcmoq7NZ2N1JuflB0HrT/AMMVFbSedawy4xvRW49xUtdcIqKOCc3J3CiiirICiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK6XwT/AMha4/69z/6EK5qul8E/8ha4/wCvc/8AoQoAPG3/ACF4P+vcf+hNXNV0vjb/AJC8H/XuP/QmrmqACiiigAooooAKKKKAA81uaZcotuqk/N0ArDq7YAEuxGSgyPasqq0NaL1Ok8wIyjue9WgAO9YrTGSIH+LArXSQPGr9iBXKjsJCMjHaoGiAOQPxqwppj4p2BIz76xgvrR4J4w8bfeRuRXjPi/4eTaUkl7pe6W2B3NEfvL/9avb5MVXmj3rg4IPUY4PtW1Gu4Mxq0FUR8t44x3phFd58QvCEmk3smp2iZs5Dl1A+4f8ACuF+8oIxjoK9eE1NXR5FWm4OzK8yMDuApiPkYPFWu/PIqF7c5JU9aGmJSQoAPQ0UJG46ipNuKEmDYDPFSVHmnA1aJY7NIelAoqhDQOacq80oye1Ao0DyHEY4PH1pOBWhpeianrUgj0+zkm5xuXhB9TXWW/wm1qVVaee3iPp97FZyqwW5pGjN7HBFRnmomG1uoA9zXr9p8IbOMBrzUppeOURdo/OugsPhf4dgO5rLef8AbYmud4qHQ3jhZvc8DSOSVgI1LE9MDNeneBvhlJdNDqmsAqoYNHAR1HXJr0i28JaTayrJHZxIE+6AvSt8RgYweB0xxWFXFXVkdFPCWd2EaBERVAAUYA9P/rVIFwKAMDtRmuF66nbZLRATUb5NKzkCojLkY70ARyOUI7g1UuZd4wBgVLJKquc9aozScbulJlIyNc1OLS7CW5nbaiAk+9fPPiDXrjxBqjXMvCjIjT0GeK7D4p+IZLm/i0uNiIE5fn7xrztEaRuBz1NddGmrXOPEVXex9DaS27R7JvWBP5CrlZ+hHdoGnnOf9HT+QrQq2YhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXS+Cf+Qtcf9e5/wDQhXNV0vgn/kLXH/Xuf/QhQAeNv+QvB/17j/0Jq5qul8bf8heD/r3H/oTVzVABRRRQAUUUUAFFFFABUukXaya3cafj5hb78/jWPreu2uh2ZmnYNKR+7iHVj9PSuU8B67dX3jK6u526wk7R0Az0qJ7GlL4j1hFIQZ9MGtWzObYAnnPFZ4ZJHwjA/wBc1ZteIkAOMEgmuNnoIvBj25pxIOM1EhqTsDTWwWKs8+HwBUkWHXqKq3IIJI+pplnOJY1MZ4qVcpLQdqNpBeWUsFxGskbjDKRXzb4ltI9F8S3tgpzFGwKewPavpsgNHn1r59+LGmtb+LRcDhbiIH8RXbhZtOxw4umnG5zCMrLkEU7FZSyPEQc5FWkvVOM9a9KNRdTynBl3tTDgimiZSODTtwrS6ZFmtxmKUGlb2owATSAUHPalIGKBSE1QrMUegrQ0TSpdc1i3sYQf3rfOw/hTuapWkE+o3sVraxmSaU4RQOte7eD/AAdb+FrAmQrLfSgGWXHQegrmr11CJ1UMO5yOi0fTbXSdMgs7VFRIlxlRgsfX3NXzg1SEi+YFU8+lXUUjrXkylKTuewoRirDli+fjpVgDAxikjUKM06hAIenSlWkyRQrAmkxjz0qMvjink457VGzA80iRrsAMmqM8hViR0q3K2FPFZlwxHBPBoZS3IZpu5Nc14m8V2ui2kjOQZAp2rnvR4t8S23h/Tnnl5fGI488sfWvAtW1m71i8knuXJ3NkDsK0p0+Yzq1VBWQ3Ub6bVtTlupTl5DwPQVMsSwxOAMnGM+9Q20O1S7DnIxVrrgev+NelTp2R5c58zPavDZJ8N6dntAo/StSsjwu27w1Y/wDXMCteueW5qnoFFFFIYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXS+Cf+Qtcf8AXuf/AEIVzVdL4J/5C1x/17n/ANCFAB42/wCQvB/17j/0Jq5qul8bf8heD/r3H/oTVzVABRRRQAUUUhwoY8ADk44/EmgBawPEHiq10WMwpia8I+WMHhT6n/CsrxL42jtRJZ6YQ83RpxyE+nqa87kd5HeSRmeRjksxyTzTsBNfXlzqd21xdTGRye/QfSt34eSCPxO8WOZIGFc336962PBsrQ+MLQj+Lcp/EVM17pdP4j3S22tHGT97GQc+lX7aTdGUPVTmqFo3yQce1XUBjlY/wniuA9JIvLINoYc5qcnCfhWXazKZQjE8HpWkG3k+lNFtaFK9OIGY9dp/lXIaHrrWviBtLvHjDTx+dDg9vSut1CMzWskSvtZlIDenHWvmJ9XvtL8XG7uJHee2nKtk9gcYrSELkTqclj6qBBXOK8z+K2iNfaH9ri5ktW3ZxztPWu60LUo9V0i3vYzlZkDjFLqdutzbsjKDGylWBHUd6cHySJqQ54aHyu8ZGeAVNQtCeqnj0rq/F2g/2BrklqpY28nzwk+lYBi9K9WKUlc8OV4uzKId4zUqXZXOakeMdSKgMQJ4pe8h6PcsreDjJNSfaATwcis9o2FN5HrRzsXIuhpGckjAq7pWlX3iDUFsrGPfKxOS3RB6mrHgzQbbXtUKajfLa2sfLNnBf2Fe22cnhPw5ZKtjPbQ4wrFWDO3uTSnUkloaUqUW9WVvBvgS28NIbiRhPfMvzSEcJ7Cupurry0bHzHgAViDxnpDnZBdK79hjrU2k3S6vdPKFPkwvtBP8RrzKnO3dnr0o04q0TYsrZlxLIPnPP+77VpY2rk+lESYFEpwp21BTJw3A47UcVFFKvkhj16Ux5eoFO5KHvKFyPWkifnnioDjGSelRqzzuQmFVepNSU0aBIxTOMZ96qtcpEQrOCT6VNvGzIpkNEM7BhjOKx7y4S3jeSY4jQZJq5fTeTG0u7gV4/wDEDxjJsewtyBvzuINOMeZ2FKXKrnH+OvEB17XHZCRbx/Ki561g2sIdg7jgfrUSRNM+P++jVt2WCMAdRXpU4KKPNqzcmTZycccUmRmqf2ojqKT7Qedo5rXnRiou57l4Rbd4XsT/ALJ/nW3XN+BHZ/B1iWOT83/oRrpK5Zbm62CiiikMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArpfBP/IWuP+vc/wDoQrmq6XwT/wAha4/69z/6EKADxt/yF4P+vcf+hNXNV0vjb/kLwf8AXuP/AEJq5qgAooqvfX1vp1o9zcyBY1HfjJ9BQBJNNHbRNNKwSNBkk9P/ANdedeJPGbagr2en5jt+jSZ+Zqz/ABH4quNal8pCYrQH5UJwSfU/4Vz2RTSADnv1pQKM5paoAxWr4TiMni7TBnrJ09eKywO9a3hSVYPF+lu3A80DP1qJ/CVD4j2uKbyTGrdCxrYDCSHb0I5zXP3CNIJLZshgd8Z9av6bdG5hIbiVflYVwPc9WOqKl3PPbXJdVyueD6V0Nlci5gV17jmqN3ZrPC3HPtWXp969nO0UqsHB5A6YoQ1K+h0s0RaMkHFfMPxAsnsfG2qIyEb5i6/Q19RRSLNCGAxmvPPif4KXXtNOo2oAvbZCxx/Gv/1sfrWtOWphWjzRMj4O+JvPsG0aZgGgOYs91PavWvKWSPmvkvTtUuNF1KK9tCY5Yz0H617z4R+Jul6vbrDdSLDcDgo56n1q5wbdyaVX3eVmV8WdIkNha3qoGWJipYdQDXkeQDgnoeK9+8aahpupeHbq1N3GHZMr8w6jmvn2VwD1BPqO9ddGrZWZwYqleV0PZQecc1CQOmKa8zKBioGmYmtXURz+zaJiAaPLBqASEGp0kDHpzSjJMbi0TIDEcKSufQ0jTso5Y/iaheRugphJPXNaOXQizNHSYry/1a3tLJmE877F9h619J6BpaaNpUVmjl/LUB2bq7dz+deX/CXwpMbs67crtiClLcEdT3NeuyusURYkYHWvPxE76HqYWm9zQjkBT6U8uoBOc1gQX/2iXADYFXwzOMAmuZPQ7ZKwO21jszgnNTqcpubjFRCMkZOAO5NVJLoy7liJKA4HvSZPKPnnLsVXhR39aglR3jG6Urx0WpUjIUFu1IV8zLn7q9TQDZQih8tjK7navJJP6VJHqcmGIGEA4qOd/tLFE/1I9OprG1e9S1XydwRF5c5pkvQyfFni5razk5G0ccHrXiV9eyX12875yTkZrT8U602qajIkRxbq3HoxrDrspQsrnBWqcz0JknMalV5z3qOSRn603kml2Gt02c9kJuJGDRk44/zxVkW+QPpQLUnvxmjlYcyPZPh6c+DrT2Z//QjXUVzHgBNnhO3Xnh3/AJ109ZSumWtgooopDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK6XwT/yFrj/r3P8A6EK5qul8E/8AIWuP+vc/+hCgA8bf8heD/r3H/oTVzVXfF/i3w3c6pC9v4h0mVRCAWjvY2AO5vQ1xet+ONH0yyaWC9trudh8kcEytg+pwaANXWdbs9DsjcXcn+4gPJPtXk2t+JrzX7ouPkhBIRCOFH+NZ+oavJrN4bm/nR5D/AAlxhPpUKzwgAedGB2y4p2AmBwMUdaj+0Q4/10ePTeBSC5hz/rk/77GKYifGAaPeo/tMGMCaPP8Av0n2mHAPnRf99j+VAyYcitDw6ofxRpgPTzxWULmD/ntH/wB9AVo+HL+1t/E+myzXMKRJcKWdpAoUepJ6VM/hHTfvH0XqFgv2YyADcozms9YTbXK3IyFcAOP61YufFnhh9PKDxHpGccAX0We3v1+tZ6+J/DdzY7ZPEGlKQMEG9iGMeg3c9K5HBnpKatudHDtkjzkEEVyPjG7OgRJqggMiRyASL/sHqau2HjHw/wDdk17SkP8AtXkQGfru5xTdb17wnqWmy28uv6RIsi7SovY+/cfNQothzruXdI1GG5t0lgcvC6hlPqK2HKPFyAQRgj2rx3wf4nsNKurrRLrVLQW0DF7a4addhX+7uziu7i8ZeHiuTr+mYPUNdx5/nScXFji1LdnivxC8NSaF4huCkZ+x3DF4nA6Z6iuMXcjnaxBB4PSvozxLfeEvEelSWc2v6TuIyjm9j+U/nXgGp2yWWoyW6XME6ocCWJw6uPXINdFOTZx1o2d0M8+Yj55Xb/gVJ5hz/wDXqMuv94fnS1paxzt3HMxam0UUwCjJHeikPUUASCRW4PWuo8E+EpfFWpMmSttCA0shHB9q57R9Kutc1WHT7NN0srY56KPWvpPwxodt4a0iGwtuWH+tkxy7etTKryoqnQc2a9laxafYw2sShY4o1VRj9ap6hNthZ5CBEO5q9NKoXaWA3dya4fxJrMR1XT9KjmEj3UwUhT0Ga5HeWp6MbQVjr9LCNAJQBhlz9RV7cAPSoYoPs6hVAAA2gDsKoavetbQlIFLzMDgE8CpNYtN3LF5fggwo3sxBpFZIIlx19K53TNPvS4mupi57J2FbfMSCWfHoq5pDlroWDqDuwj+z4UfxA8ge9Uru7NwwijOIAeSO5p0kyiEqvLOce9QSbIImPAA4oJasNmuFtoGZiAFXP0rxjxn4re+upbW2Y7A2Gb1rb8e+MTHI+mWjHeB+8cHp7V5xHEGbzZDnPPNdlCn1ZwYir0REkDuu7I57U1o2XgqavgKPTFKCpz0xXZyLY4eZlOK2dxk/KKtpbqoB6mlEka8ZFRvdqBhefpVWSE22T4A9qjaSNME8/wD6qhDTTH5V2j1pWtiY2LNluDUuohqDPYfAB3eErduxZ8f99GunrnvA8Xk+ELFT1wxP/fRroawk7s1WwUUUVIwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACul8E/8ha4/69z/AOhCuarpfBP/ACFrj/r3P/oQoA+PKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKtJ9xfpVWrUf3B9OKAHUUUUwCmnmndOa6bwPokWra8puF3W8GGZezH0pN21KjHmdjvvhd4XfSLR9ZvE23Fwu2Jcconf8671r3YSC4B6tnoKrS3KxWygHAAwPYDtXnvjHxUljEY4n/esflUfzNcbbmz0opUo6mn448Zw6fppitWD3EnEfP3R61h/CrQL7W/EH/CQXpY2tqxKM/wDE59K4nTdP1TxdrsdrEDJPIep6Kvr7Ada+lNI0218PaLbaZAAqQoAfVm7mtWlGNjnXNUlfoX5ZlBxXM388t3qttp1qcvIS8zf3UHX860NS1CO0tnldsEL+lN8M6eYoZdUuQftF5goD/BH/AAj8ayR07aF7yUiQjsOvvWLq2oRW1xDGwaW5mOIYl5b3JrX1G9htYXllYKiLyPWqHhvR5JJ5dd1GP/Sp/wDURnrDH2/GlyjTEjhe3UyTcHH3fSuL8X+LbfRY/LfLzMpMcQPJz3PtXZeJNZs9Nt5Li4YKkSlj7nsK+d724m17V59Qu3PlyOdo9s8CtacLu5hXqtKyK6Qz3s8l1ctkyMWPuTzUxsYwPlY1axjjpx0pDmuvY8967lM2gHVzTTapjhjVkgmkANHMwsiuLWMjqc/0p4hRDwtTdBSdOtDbCwqkgYxxTA2S2OwpGbb92li5bGOXIH50hntnhuD7P4csI/8Apip/PmtSobOIQ2UEQ6JGq/kKmqQCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACul8E/wDIWuP+vc/+hCuarpfBP/IWuP8Ar3P/AKEKAPjyiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACrSlfLX5lzjnmqtfX/gz/AJEbQP8AsG23/opaBo+S964+8v50m9f7w/OvtEdKKYj4u3r6j869K+H0A/sl7hGQZc5JIya+hz0q5af8ex/3jUT1RrRdpXPn7XvGUFjC0LtiYDAAPWuD0zTb7xnrUgjkjTaNzM7cIvoPU19aXP8Arj+FWNO/1j/hURikjSdRyep5f4P0PS/DEYhgRPPZfnmOMsfrXRzzLJkgjA7kjiu6/iH4071rNq5carjsjx0D/hI9aSxik/0SFg9y24H5R0XPqa669vEhj2bgMcAZ6V11n9+X6ipn71XIrDdaXMeMC5j1/wARLpnmgww7ZLnnt2T8+vtXc315Fa27/MAFXJxjC/Wuntv+Pqb8KnfofpRyIXtXc+RfGnit/EOpNZwOFtI35Ocb8fzrHjaMKqhl4HqK+t4/9Y31NTL0FbRVlocs5NvU+Rd6AfeX/voUhkQfxr+Yr697U09qtMk+QS6f3x+YpN8f94fmK+v6Si4Hx80sfTcv5imNKh/5aL+dfYlB6UgPjpGQj76/mKt6bGLjVLSFWGXmUfrX10vSnwf8fUf+8P60AedZC/LnpRuHrXrq/dFLSA8h3D1o3D1r16igDyHcPWjcPWvXqKAPIdw9aNw9a9eooA8h3D1o3D1r16igDyHcPWjcPWvXqKAPIdw9aNw9a9eooA8h3D1o3D1r16igDyHcPWjcPWvXqKAPIdw9aNw9a9eooA8h3D1rpfBJB1a4x/z7n/0IV3NNX/WL/un+YoA//9k=", "path": "003477.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003478
Men Tshirts
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", "path": "003478.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003479
Men Tshirts
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", "path": "003479.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003480
Men Tshirts
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", "path": "003480.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003481
Men Tshirts
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", "path": "003481.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003482
Men Tshirts
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", "path": "003482.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003483
Men Tshirts
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", "path": "003483.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003484
Men Tshirts
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sg1cr5j+F/jGbw1rkUckjnTL11jnQn5UJIAk9sdD7fSvpsHNAxaKKKACiiigAooooAKKKKACiiigAqPuzfgKVyQMDqeBTXOExQBRu8MRn0pzcWsY/2ajnw0mM9BUsg/cJ9KoCuvWpKQcc0gPNAD8UtIOtLQAhrkvHSLFa6Xet923v0Rj/ALMoMZ/Uiuu4rnfHdi9/4K1WGIZmWAyx/wC8h3D+VAF3w7dFtNWFs74SUP4Vrk5rkfCV+l2FmRgUu4UuFx7gZ/XNdYKAEZCR1FNMIPVqko7UAMWJU5AyfevO/GEp1b4gaLpK8rZxNcyDtuc7V/TNeig5rzvw4o1X4l6/qR5SKVbeM+yLj+ZNAHoiKFQKOwxSkUtFACYoxRinYoATHHNSoOKQDkVIo5oA565fb4yiX+9bsv6VZ+zibR3jYZwzYqheOv8Awm9sv/TMj9DW1EmLNh6k0Ac14b1X+zNUfTrhsQTN8hP8Lf8A167uvL/EFsYb3zF785Fdn4Z1cappg8xs3EOEf39D+NJoDdooopAFFFFABQelFYPjHXV8N+EdT1UsqvBAxi3HGXPCj8yKAPmf4weIj4g8f3iJJvtrH/RIsdPl+8fxbP5VxcR23MAPdCKjldpZnkkYs7EszHqSTkn86kIxc25/2aQE7jBprDPNSPyaZ60xEfIp4b1oIpuKAHkZpp6570BiKdkNQBNbgSW95H38oSgepVhn9Cap96uWC51KGP8A567oeuPvKR/PFVuCBuGG70ANppOakKZHBqIxyZ4H60AI7EKQoySMD610/wARpUbXrLTbYgppunwWhVezqPn/AByTmszw1p323xTpUE5/dvdJvXGfkB3N+gNR30/23U7u9OC1zM8pP+8xP9aAKkEIijAH3u5qcDAIpo4NLQDFooooEOFV5SWlWIfxMAamJ5qGEbtRT60AaFlJk3AJ+VflHtivqj4b+Im8R+DLO5mkD3cI+z3H++vGfxGDXyjYjbZ3Ddy7V658Ddca18R3GlO+Ir6DzFU/89E9P+A5/KgZ9A0UDpRQMKKKKACiiigAooooAKKKaxIHHWgBBh2J6gcCo5jUoG1arTHNNAUWOZWHrVqThFHtVQf678atTHAH0pgREUgGKevIpcUACig04DimN1oAXvTZY1mheJxlXBUj2IxSg0/GRQB5n4CLWi29hJxLYTT2MgPUbWJX9CK9Kryy5lbQvirdwN8sN+8V5H7kjY/64r1JTuAIoAM4NIW4psnBqJnIFACzzJa2k1w7YWKNpG/AE1xvwv0+WHQ3vZx+9u3MzE+rEn+tXPHmrLp/gzUME+bcAW0QHUs5x/LNdDo1iNO0i1tQOY41B+uKAL2KMgU5ulRE80APHJpwHNMWpgtAC4p44zSCnDGDQBxt42fHkA9EH8jXTp/x7Y9a5K8JHj+P/dX+RrsFGIwKYHMa7a+dESByBWBouoNpGrJK2RGx2Sj1U12t7FvUjGa4XVrYw3JPQGkB6wrK6hlIIIyCO9OrlfBmrfabE2MrZltx8ue6f/WrqqkAooooAK+ffj/4j+0arYeHoJG22yGe5APBZsbAfoBn8a97ubiO1tZbiZtsUSF3PoAMmvjDxBq1x4h8QX+r3DlnuZmcZ/hX+ED2AxQBin/WGppOJ4P92oQd0hNTTcXEP0NAiwelNNO7UhHFACdaAMCjbjuaBQAYoAxS0Hk0AIZDBJFOP+WLq/5HNT38Ai1C4RfurI2M+mcj9KryLviZfUVoagmRaXWci6tkk4/vD5W/VT+dAGeVoAI7U4iloA0/D7mC6v73p9ksJmH+848pf1f9KzAMDHpWhZkw+HdQm6G5uIrZfUqgLt+uys/FABS4pKUUAAo6UCg0CGPww96ba/8AIQH1pshIIp9n/wAfoPvQBahG2wk93atTw/qk+j39jqdqAZrWQSKG6H2Pt2rLc7LWRf8Aab+dT2ShrcK3QjBoGfYukajBq+lWt/buGinQOCP1H4Hj8Kv15P8ABDXGudEvdGnf97Zy+ZGM/wDLN/T2DA/nXrFAwooooAKKKKACiiigApnLPnsOKVztX37UIMKBQAMcCq033asPVaX7tNAUR/x8Cp7jqKrjH2oVZufvL9KYDUNSdaiTpUooAKY1SVBIcUAOU5OKnUfLVdDk1aX7tAHl3xUtDBqeg6ygIMUrW8jD0YZXP4iu/wBLuBd2EEwbIeMGuZ+KFq8/gq9kjUs9u8c4x1AVwT+hNbHhKVX8OWJXBxHg0Aazgc1VuCAtWZTgnFUZ8suPXigDhPGbSav4q8MeHogcGb7ZccfwqflH869P715v4VD6z8SNc1hstBZqLOAnpx1xXpCDmgAbgVATzU0h4JNVgdzUAW4lyKmqOMYWpKAClH3TSU4fdNAHDXw/4uBD/uqf0Ndj2rj7gh/iKg64jH8jXXbqAIpkyDXJ67bZG4DmuxPIrA1mPdj1xTA5PSb9tJ1eG552q2HHqp616zG6vGrqcqwyD6ivH7uPEhr0TwfcyXPh2HzDkxs0YPsDxUsDfooopAcH8XdbOifD2/MbYnvMWkf/AAP7x/75Br5WI2rgelerfG/xR/aniMaHCP3OnN87f3pCM/pnFeTv96gRXgUGTBqWcbbmFSc4U02D/XH60+6/4+4f93+tAix2ptO7UmKAEpvTvTiOKZ3oAcOtLSDrSmgBQOKmjMk+kIcki0maPHorYI/UGoQansJWDX1oBn7RDvH1T5v5ZpDICKbI21GPtTutRTqXCRJy8jBFHuTTA05mMWg6XAeriW6b6s20fon61S7Vd1keVqBtQc/ZY0tvxRQD+uao0AIOtOqMnmpAOKADOKDQRSYoEQS8MKdZ/wDH1+NNm++tLbnF0CKALN03+sQdSxqzauI1UVRuM/a5D6nIqxG2JFAoA734ca+NB8cWU0jlLe4/0ebnja3Qn6Ng19PCvjAk7MgkHsfSvqfwD4kTxR4Wt7zpPH+5nBPO9QOfx6/jQUdTRRRQAUUUUAFFFNdtqk+lADT8z47D+dPqOLheevepKAGvVSU5FWZTwapu2QaaArICZwferU65Kn2qKFMtVqUcL9KYEKrgU/FOAAWkAFADW6VVlbmrUnAqjI2XxQBPD94VcA+WqsIy1XBwKAM+/tEvLO4tZFDJNG0ZHsRiuN+Gt039jS6fKf39pI0Tg9QVJX+WK7yVcc151ow/sn4p6xYEYivQLqIdM7h82PxFAHeSHIzWbqNwlnYXN05+WGJpCfTAJrQcnFcb8Qrp4fDYsYifO1GdLZQO4JGf0oAsfDPTnsvCEE0ykT3jtcOT3LHNdqBiq1hbra2kUCjCxIEA9gKs96AIpj8pqpE2ZDVm4OFNUbU5loA2I+lOojGFpT1oATNO6DmkApsjYz6CkBxMYL/Ec47Rj+RrrZRhs1y2noH+IErf9MAf0rrJ05pgRBsisrUl3Ka0s5GBWdf4jmQN36UAcZdjFyVPTNd74Qi8rQ9o6ea5H51yGp2ctxqPl20LyOQCFQZrt/Dljcafo6QXQCy7ixAOcZpMDXqKWVIYnkdgqICzE9gOTUtch8TdV/sj4e6xcLJslkh8iM/7Tnb/ACJpAfLOtagdU13UNQJJ+03EkuT6FiR+lZo5enNwv0pEHU0CIYf9afrUl1/x9Qf7tMiH70/Wn3X+vtz7EUCJ6ae9OHSmE80AO/gqPvUv8FRnOeaAFAoNGDge1IeetAD15qSzYRa1YyMQF80Ix9m4P6Go1PHFRXORCWXqOR9aQybY0bMjDDISpB7EcVJp2Dr1qz/6uJvNf2Cgn+lWdUOdTmlOMT7Zxjp86hv6mqtkMLqFx/0z8pT7sRn9M0wGTStPcSTOTukYuc+pOaQUypBxQBE3Wph0qF/vVpLpjK6xzXVrFKSFMZcuwPodoOPxoApkUh+Uc8V3Vv4GjgVRqE4jk8xV3SPsTlguABkk5I7imarpKaZpQ+yRW0V6XG8tgFVBbjc/fAU9e5oA4CYEMpwcHoaIzi4FaFxd3F7Yzx3E7ymNklTe2cclTj0+8OnpWd0uBQDLU4zPn6fypFObnA9KfKPmVvVRUERP2o0CNHPyYr1r4EawIdX1HSZHI+0RCaNSeCynB/Q/pXkin5RWx4R1dtA8W6bqQYqkMw8zH9w8MPyJoGj69opiMroGUgqwyCO4p9AwooooAKRgGBB6GlooAhMTDkHNKrYODwfepaQqGGCKAKcjkuVHNV5DsYDpmrzQkHK8+1UJkdp1DKRj1qkwJ4lxg1NKM7aQABVqWT7o+lJgQHikHWnYpvGaYEcrYXrWduBuMVduDhCazoTuuOaANKH73FXP4RVOAc1bAwKTASRcoe9edeL1On+O/DGrAYSR3tJG7cjcM/rXozEBK4T4nR/8UdLfKu6SxuIrlSByAGAP6GgDrHYEE+vSuC10jWviXoemJkxWCG7mA7Htmuu0+7jvdKt7lZVKPEGJDDjjmuS+H6nVNc1/xE3K3FwYYW9UXjimB6GmRThSxqSPalZcUAVbs4iNZ9q2Jh71bvTiGs62f96v1oA6ZPu0jdTSx/cH0pD1pAKvSoLk4U1OvSq12fkNCA5fR1B8cTn0tga6yfuPauV0XH/Cb3Oe9oMfnXWyRmQ4X86L6gZkZIlLdAOKkl0xr2dHdtka/ma0YbZIh/ebrk1PRcCC3tYbZdsSBc9T3P1qeiikAV4h+0FrBWDSNFjmH7x2uZYweSB8q/qWr24mvCfFEVl4s1q6v4tVSTnyjAgSUDZkf6t+ecdQRyaAPDmYliPSpEHy12V54QdbrUlWxtXFo2C8M0kJfjJ2g7hx0I9azH8PLHEryrf2QYgbriAPGM9CWUjA7cjrQI5uLiQ/WnXX+tt/x/pWo/h+9WT/AEUw3yZOWtZA/wD47w36Vn39vLBcwJNE8bAE7ZFKn8jQA4dKYw54qUcrUb8UCH4+Wo6lH+rNQ96AHZ6UhxRTaAJFFKygqQaRTSk0DLVy3m6VplxjkQtAx9SjED/x1lqNSE0aCMD5pZGmY+2do/kaZu3eHbpBy1tdK4/3ZFIP6qKkuU8uRYe0SKn5Dn9SaQFPuKkHSmN1p6nNMCOTqPyrVudz3lvMiB2njjfaRnc/QjHf5gaynGWA9TXSDTZo7eCO5iuxJC7bGt4hJlSQ3qMEHP50nJLc0hSqVE3BXsdfpt/qwto7SXRWbUAC0huZvJRdxcqQuOOFwSfT82eIraxu4Y4tY1u2QqwMdvbqAEbGNrHLN07/AI1yGo61NPMzXcVzcSuNrNezN8wznBRdoxnnBzVD+07kAiApbL/dgQJ+vU/iaLkuLjuifUNPgg1OY6fJLPpzxuPNkiKbAQcAlsZPA5rDf/WqRTr6SSYhpZHkbPV2JP60mcyITzTJLMzcR9sr/Wq8P/HwSamuD8kJ+oqJOJqBGgvC0nfpUlvBNctsgiklf0RSx/Sti18Ozyrlt8r7gpgs1EsgJ5+Y52qOD1PbpQB9BfC7xJFrvg+0haUNeWcYhmXvgcKfyxXc14h8ObBvD3i+3t1VFNxbFZiJWkIOc7G4Chhw2QOle3A5FBQtFFFABRRRQAUUUUAFIVDDBGaWigCMx46H8KR+UqWom+6frQBF2qNjg1LUEzBTVAVbxv3ZqjZD96zVYvWzEaisR+7z70AacVWRytV4wAKsqfkpMBjfdxXIeOL2G10GW2mQNHdKyPkZGwDJrr5M7a4D4laZNeWEbxjhVaPfyQu7ufajoBwVpLdTWfmx2qxWipjbGzbxGeM8cV6X4BFrB4bis7YbfIJVgT69PrXm1heeRpxtoneGaNTClsIzmQsuCxb+7yTXffD6BwL2cAmFtiq27hiOuKmLfUbR3ifdpr+op+OKbtzmrEZ1/wD6kVmQf6xfrWjqfCgVnRf6xfrQB08J/dj6U89a4698YXGn6Ve3Uemmdra4WBYo5CzsCSCxAHy9M0jeOmjsdQupNNlAtblIERNzNJuxk4x0HP5UgOxH3TVS7+4fpWPL4kuoJbgPp+6NJpY4zG5JdUj35PHGag0/xK2tXbwiyaCP7Os6u5IJDZwMY9MUAXPD+nQvd3OpNuaYnyRzwAOf610oGKyPD67bKX3nb+la9IAooooAKKKKAMXxPqaaP4Z1LUHkWMQQMQzZwGIwM456kdK8HtNTt9a0cWlxaws6FWleyXzY1RXyOPvqSpIJx3J717D47mhls7TTJ2j8u6kLSq/OUQZxjvyRXiviLwfp0bCXT3e2kP3WiJC8nA4z1PtjvUSmo7nTRw0qq93c52XV7y20y7up5ZzBqErRQ26zsi+UG+YqBwORjp+FaC+KxPZwwrqDhYyP3F/CCjYIOC8YyQcc7hmsDU9C10SM9151z5fyh2ctge2ay9jx5V1KsOoYYNNTT2M6lCpT+JHpFnDYavay3V9pcN5Izu8tzZw+aibsgKWXDLjCngc5rlfFR00w2X9nTM8YuJlCNKzFVUIBkNyuTuOKw4pJIm3RyOjDurEfyov726vJ4FuZnm2KdrPyR7Z6n8aoyEHQ1HJ0qQHApj9KCR6j9xmoR1/Gpl/1BqDpmgBe1AoPSkzQBItKTimrTjQBb0WIXN/c2J+7cRKcHuUdW/kDVaR2eaRmzuLEnP1qbQrcXHiCMSMViUF3OcfKoyajupXmv55ZTmR5GLHGOcnsKXUorvzSx05hUcZ+amItWUJuNUtogM5kHH05r0m0RJ7mFnX5SQXGOgz3rg9DhLai0u3iJCc+54rvrQgbHyAHxk/7Pp7V52Jneokj7HI6KjhJzfUtz28N4wUoknlnEhHKoueW546cVmX3hrTHAlS3jK4+Y4KdTx93/Zwa0zDCzSBAu4lQu18AE9c5yMDHrSvasqMPOBQbWIzxyDg/pip5pdDb2FOTSl+KOK13wlb26AwSSKxUMAzBgAfXjNclLE0FyInK7lwDg5Fem6kS0TMeprzG7l8y+kfsXJFdGGqSm3c8jOMFSw8YuK1Zr2GltqssUCuQwOQqRs7MOM4AH866zS/BsEt4mxFjifIVrpfNmLglSPLHyAbgRySfSuZ0bUU0yQXfmvFLGQYpFjEmD6FSQCCPfsKdceJppL4XEfnyyiTzFkuZeFb+8sabVU/nXWfPnY2sulL9jtgJL3UFaVJrAjhGUEfcUBPvL0OevtVVteuY7uUWpsbKZYJY4IIP3pzksAw+6MDIx2ziuTl1a+uldXnKo5yyRKEVj6kLjP41JpVjqV9fxJplvNcXKsHURrnbjuewH1oEza8PeILvWPEUI1a8uL1XIaNHd9u8Yx8q+2QPfFfTui6lHq+kW94mQZF+dT1VhwQfcGvFtF+GWrXQU6rqaWsGMvaWKBTj+6SAB/OvXPDOjaZoNk1lpsXlRnDEbyxY4xnJ5NNpomNSMnZHQUUUUjQKKKKACiiigAooooAKiPNS1Fznp3oAY+BWfM/z4q9MeDWVKf3lUBXvDkY9amtVxGKrXHLLmrdsMgemKAL8ZyKnQ/KRVeNcDNTR5yR7UmArf6kZ65qrdQR3FvJFKAyOpVh7VYc4XFVbuQw2ssqruKIWA9eKEB5Bb6LPcGQm6dIRfiHaOpQk8V7BZ2kVnbxW8ChYowAoFeb2t1JFpsP2mAxyS3izjbzlc8/lXpccgaNXXkMAQfahAWKdtqNDnFTnpmi4GJqpxisyI5kWtHVazYT+8WmBpNr1pb6TNfFJHWCYwGNANzOG2gD6+9RQ+LNMbU7LT9sqXF7Cs0QKcFSD1PqNpzV630nT3t7iN7OFlujumUpw59T61Qvda8JaRNGt7qGl20sACoryLujwMAY7cUmBC3jbT101L0W9yVaZovLCjcNq7i3XGNvPrU8fiGw1HU7zTYGf7TapufK44IBBH5in2C+GdYsVh0/+zrq2V/NWOEqwDeuBzV+5tbeNpLhIY1mdcNIFwxHuaEAuhf8AHg5/6atWpWXoH/IPb/rq/wDOtSkAUUUUAFFFZPiPWYfD2gXuqzkBLePcM9z0A/M0AeUeMtWt9b8VTwxagYWsNwTfHvUgD59oxnI45B559K5O1uNZudNgle0kkhZ98arINy/NgFkbpkYP3hwc15/b69qNrJK6z7hKSXilHmIcnJwD069Rg1p6d4xewKr5csMe7dtgkLLn5f4XOf4QPvdOlS4qWjNadadN3iz0KDX7Nm+xXytA0YBuEmiKgA9GPBGORxnrzRdeF7DV7GKUWqM07ERPGQVAz2YegGa43S9d0w6pcXcssbm5wrRyl4QI8Y2Z5Hqc7hk4rqrWOyNx9u026l0+4m++okUKT6rGco4IyfYd81Hsl0Omnj5R0kro5q88A36J5tk6yoRlUkO1iPY9D+lclqFpcWOorBdQSRSKvKuuD1r1vwv8Qbe7trqHVYre2jgCRxzlyqSfMcKQc7TgZ69q4r4i3UNx4ltUikVxHbAlkbK/MSRjHtTXMnYmrGlOm6kdH2OX6imP0p/amP0rQ4SRf9TUB6mp0/1NQHqaADNNJpaQ0ASp1p5HFRoeKkPK0ASaa22eVlYbnQxgA8jJHP07U7VYWttXuombJWVgTjGT1PFafhZWjtbiaPTmmkaeOP7QQcQjevTtk56+lT+O7W1tfE0i2ryNuijaYSIUKy4w3XryM596XUo508jNRLw9Sr92o+jZpiOu0K22aOZyPmlkPP8Asjj+ddNYBZIYVc4QN8/risq3ia20i1h28rEufqeT/OtLSriEW8m4Et0TIwAT3/CvJqe9UbP0HCKNLBxgt7Go9tFJGZYgwUZ3ccDA/qf5U0xqsaL5h5UErjp6fzqeJYrmR1i7dNpyCPx6dKqvuV2zz70S0VxUbyla+3cydVlVLKcvwFRmz9BXlZOZOa9E8U3Ij0x488yEJ+uT/KvOmGH/ABrqwkbRbPA4grc1WNNdEaS82bH0INS6TompaxMVsLOWfnG4cKD6bjxmoIifsE59EzXs2ma3aQWlpqggD272oeG2iwrFgvKRjPUEMPwr0aVNTvd7Hy9epKCXKr3KHhf4Pz3jLLrF4scOf9XbHLN7biMD8Aa9Lj0/wz4JsCY47bT4nxuMjfNIR6k8sa82f4xXNzcxQWdumnWzMFNy+JJEB4yBwvXnnPes+9vLSGYaif307M2+S7mYqRzjDNg56EqgI6Y4qbpbAoTkveZ3uofEC1tY5riysrkqrrG006+XGuSBu2/fIGR2H1qn4c8UzL4uWTUb2SQHZEFiXCAMcYbGQAGBPJBxivOtS8YNdRzRbjLHJvBiWPYmGGCNzZbsOgU5yeM1zk2pXM8sTsyoIcCJEGETHTA9fc5J9aTbZpCnGGx9n0VkeG9WTXvDlhqidLmFXYejYww/MGtepNAooooAKKKKACiiigAqPtUlR/wGgCrcNgGsxzufAq9dHCk1n9ZAaoCvcE5X64q9bfcqhdfeH1rRtRnbQBoxqMVJtxTY+lPPSpe4FeYgAmqc58y3mXjlD/Kprl9q1RaZfLcbv4T/ACqgPLbhp01FlhkZTFApABx1Jr121QpaQq3UIoP5V5bCqS3Ss2VLtGh56/NXq4GMAdBSQEsa1Ofu1GlSHpQBgaqeT9Kzrc5kU1f1U81Rt8eYtMDhPiF8Rri38RW/hHSoGn83EV4YjiRt/RUI6Edc0mlfs+aWYWl1fVLuWZyW2xYXbn1J6n196574dCOb4/asbwAyrJcmMNyd27HH4V9GUmB8+698Fp/C9yNa0TW5obO2/eytg+dGo5JXH3j7V6T4C8Z2/jTwy9ygdZ7ZvJlVzljj7rH6iu3kVGjYSAFCDuB6Y714L8FVC+M/F0dsf9DVvlA6f6w4/ShAe36ICNP/AO2jfzrSqjpYxZAf7bfzq9SAKKKKACvGv2gtYa08P6XpSEg3c7Svg/wxgYH5sPyr2WsHxB4R0LxSkSa1p0V35WfLZiQyZ64IOewoA+MW6VG3IFfRuufADRrhC+i3k9nL1Ecz70/lmvPdZ+B3i/TYzJbQW2oIOSLaX5v++Wxn8KAPN0GKu2d/dWQIt53RScsmcq31U8H8RTLzS9Q0ydob+xubV1OCJoWTB/EVGgzQI0L7U1u0SOKyhtUEhkdISQjOQBkA9OB0z3NZfS7X/dqXaP8A9dRNxdr/ALtAeRa6CmMetP7Ux+hoESpkxdcVXfg1PF/qzUL/AHqAG0GijigB6VJniokqSgDo/CmvR2Gm3WkTghbi6inU56bTnP1q58T7kzeMXhZVL21tDC8u3BlITO4/nwfTFcc6Bhg8/wBKmu7q4vphNdzyTyhFTfI25tqjAGfYcUDIVNTW0P2m9t4B1lkVB+JAqEdRTu+c4xQxp2dz1O4to3u5kcFFUduDjIH8qj0+xijVoTMxdnIGFz7YPPqDXm66tqEBzHezjtgvuH61o6X4v1K0iaM+XIjdQRjr16VxPDs+jpZtB2Tdj0dNNcEDyy5IyQvUcZx+XNUJVKyMvmSqR2J4qjZeOLKRCt4s8bkMA2N4GevSrX9v6beI0dvcQZyoGflbaB7+/NZzpu2x30MbGUviTOS8VTbrmGLJO1Sx+pP/ANauSc/vD7GtnVLg3N/cS5ypchT7A8ViN/rTXbSjywSPmMfW9tiJSL0LA2M4I/5ZmotMvZ7W6iuIZGWWBg0bZ+6c54/Gp7Nd6lD0YEGs+1OJiPwrQ4zpjrEUZkNhYx20kjlzMzeZIuTnCkgBR+GfeqMk0kzmSWR5HPVnYsT+JqvyeR2p+eKAHhqA1NUcVp6PoGra7MItL065u2yATEhKrn1boPxNAHs/wN8RiSxuPDkuS8O65hYnqpIyoHsTn8a9krx74efCzWPDut2us6jewwvGrA20J3EgjGGOMfl6da9hHSgYUUUUAFFFFABRRRQAVHn5akqP+CgDLvmxxmqsYy1Tagf3n40xBwaoCldH94v1rSsj8orMuOXH1rTsR8ooA04/u06mx/dp5Hy5qeoGLqsvlxk1gx3G+fBPB4rW104jOK51DiReeSaoC0vhlXmtJLcACKRXbLYyAc/jXXxjmqOng+QuTnitFFAFAEyjihqUdBQelSBzurHLmqFt/rVq7qx+aqNt/rlqgOC8deC30fxQPHljNOkMIE1xDbAmRpBwAMfwnufTNa2hfHvw1eWKHVlnsLoD51EZdCfYjmvTYSjIsThW3j7p7j6d6wL74a+DtTmaa58PWRkc5Z0TYSf+AmkwPPPEXxj0/wARO/h3QvtcQvVMIv8AbhlY9ML1wehNdX8MfBsng7wn5V4ijUrp/NuSDnHZVz9Ofxrp9I8HeHNAbfpejWds4/jSIF/zPNaNzjYxoTAk07/j0H+8f51cqlpZzZj/AHm/nV2kAUUUUAFFFFABSYFLRQBBcW0F1C0NxDHNE4wySKGUj3BrzvXPgl4T1aSSe1in0uZu9o/yZ9dhyPyxXpdFAHyn4h+EvjDRb2RLXTpNUtATsntgCSPdc5Brhru0urK/8q8tZ7aZRho5oyjA/Q19y14J+0Rcr9t8P2oA3hJpCe+MqB/WgDxkY2+9MfoaMmkJyKCSWH7lRSfeqSI/LTJBzQBHSUvWk70APQ1IKhBqVenWgBTTWNONMbqKAEJpw5pppV4NADJabCeDWzo2h/29dvardJA6pvBdcgjIB/EZBqfUfCraXZm6S+SaI7Cv7soSGLjJ5OOUNAzIU4WopfmIzzXYt4FukSSSO8jkhjRmaQxlQCoU46853cEdQPwqi/hRnOnJFqNu1xetgRFGGz92HyT9GA/GgDnc4jI9qon75rrNR8K3lhoC6q9xbNCwQ7FLb8Nj2x3HfNco3UUCNLT8AqT61nRDbOzY43Hr9a0bAZ2/Ufzr6j8O/Cjwfo8Mc6aUl3O6hjLeHzeSOwPA/KgZ8z6bpt/qsvkadY3F3Kf4YIi5/TpXonhz4J6/qswfVx/ZdtjOSVeQ/RQePxr6JtrS3s4/LtoIoU/uxIFH5CrFAzzvSPgz4S0yVJZbe4v5E/5+pcrn12gAV3ltaW9nAsFrBHDCowscahVH4CrFFABiiiigAooooAKKKKACiiigAqP+CpKj/wCWdAGJfHM2KVeIjTbvm4/GnSHbBTAznO6atey6CsZTmatqyAC/hTA0U6U8/cpidKefuGp6gc1r33CK59eHT61v6797FYHQqfeqA6vTj+5FaS9KytMP+jitOPk0AWF6UHoaF4obpU9QOa1XmSs+D/WrV/VD+9NZ9v8A60VQHEfFPwxr8N3B4x0G+umktFBlgWQnywP4lHp6iu8+Hnjm08a+Ho7hXVL+FAt3D3VvUD0NdHAAY9pAIIwQe9eKeMNKsfh/4nvvEXhyZpb/AArNpsLYWAueWdRyUPYdjSYHU/FH4np4WiOj6Swm1qcbcLz5APQkf3vQVY+Gnh7WNG8Kvc63fXM17qD/AGh4ZnLeVn69z1NUPhx4M0a4vbvxTdt9t1OeXeYLg+Y1kzDJVs/xc9fSvTboZjNNALpXNiv+8386vVR0n/jyH++386vVIBRRRQAUUUUAFFFFABRRRQAV81ftAXHmeO7GHtFYr+rMa+la+WPjnKX+KE6E/wCrtYQPyz/WgDgByKD1pAaQnmgRLFRLSRmnSDI4oEQUUtBoASpVHFRU8HAoAfSEc8daTmgnFABnnFNPFKfWmmgDZ0Kymv7yRILw2riE/OBkkEgEfyreu9B1jUE2XGviRN/mbZF2gsBjjHU+31rG8L39tY3kklzIEUx7ckHrkHtXUf8ACSaOcgahGBn5hg0DGCz15p45P7aBkUFU/dDAzjIxjHJUZ9cH3zWl0bXHu47tdUj8+Ny8bFNoViADxjAyAox06CtJNe0pzn7dDj6nBp51nTSCRfQjjHX/AOt/n9CAc7rmn6tNpskt5qELwW2XWNVKKM4HyjGMfdA+tcQ1ek61qthNot7HFeQu7RkBQ/J/l7//AF+/nDjigC/p5+ZR719r6c27TbVvWFD/AOOiviWxOCPavtLQJfO8O6ZKOj2kR/8AHRQBpUUUUDCiiigAooooAKKKKACiiigAooooAKiJ/d8elS1D/wAsyaAMmdcz8+tQ3TbYsVZm/wBYTVC+f5cZ96oCrBzKK3bTpWFactn3retelAF5eBT8fLmmKeKefuVIHL64ctWGfvCtvWz89YjH5hVIDpdLP7kVqpWPpRzEK10pgWQOKRvumlX7opH+6akDmNTP75vrVC3P74Vc1XiY/WqFsf3o+tUBk/EP4kweDtNFpZFZ9ZnXEcY58oH+Jh/IVT+GHw8nhc+LPEjyXGr3yl1SQn92rf3h3J9O1dS3gXw7f+Io/EFzp8cl+qjluVY9mK9CR612KdPQUgPnvxVY638JPGp8Q6SZJNEvpi0sO4lcnqje/oa9q0jW7TxF4fttWsX3QXMe4Dup6EH3BrQ1TS7HWdOlsNQtkntZRh45BkH3+tZGg+GdN8J6KNN0uNkhBLsztlnY9yaEBs6TzYj/AH2/nV+s7Rzmw/7aMP1rRqQCiiigAooooAKKKKACiiigAr5S+N7Z+Kt8B2ggH/jlfVtfJPxjcv8AFfVs/wAPlKP+/a0AcaDSGkFLQJkkfent0qJTg1KTlaBEHelpG4NC0AKaUGmmlHWgB4PFFNooAU8U00pOaQ9KAH20U08hit4nlkZThUUk/kK9VtbXQJLq783TIo8QPHD51mAC+2MqV+TGM7xlgTnOTivJYxI037tWYgZIUE8dzx2rrtGuNCg0lYNVW7W8kn+0QyRxEhSoAUN3ZT8xIAPagZtWltphuLSzn0hDO0DM0xgURpIBJwW4ViTt64UY461G2m2NrZu72kMt+LnzfKaDehh3KpTKfJnBZsD069qWPVvDhZ1hka3Xf5ksUiyBshshV79iD7MM9MVHqeu6TIs89k0zShHECtJIoLb9oyAcY2EMO+V5oA5LxJGU1S5KWywwLMyx+XEUQqGOMfhisXORWhe3lzPD5c1zPIgOQryFhn1wTWcKALlocfnX2J4FuPtXgXRJfW0QfkMf0r43tzgj619bfCucT/DbRznOyNkP4OaAOzooooGFFFFABRRRQAUUUUAFFFFABRRRQAVAf9X+FT1WZsRjNAGdN981l3uScVozkbs1l3LAvxVASWg+YCtm24Y1j2v3hWxb0AXkxT3+5TFHFOkOEqQOV1s/PisZ+1bOt4LisV+oqkB0Gkn5AK2UPSsTSTla2kPSmBaT7tEnCmhPu0kv3ajqBymq/wCvNUbf/WrVzVf9bVK3GZ1FWBneM/iHZ+GZLfSIpQupXafJKV3Jb5+6zDuCa4mD4f8AxR8T7rzUvELWoYkqj3DDI7EKnAB7VQ8K2UXin496idVHnJayzSIj8j92cKPoK+jkwOlJgfP9u3xO8AaxDDe6h9p0hfmead/Mg2Dk5Y/Mp9B1r2bStctPEWg22rWLFre5XcpIwRzgg+nIqfxNpdprXhy/sL2MSQSwtkN2IBIP4EV5h8CrqaTwbqFo7Fora9ZY89gRk4/GhAes6L/x4n/ro3860qztGObFv+urfzrRqQCiiigAooooAKKKKACiiigAr5H+MAx8V9Z+sf8A6LWvrjtXyH8WnL/FTXcnpKg/KNaAORB9KKRetLQIctSj7tQipR92gRFJ1pqmnv1po60ALS0lFADgaO9Np1AAaQ0pppoA2PDOtQ6Fqr3M8BmjeB4ioGTkkEHGR6ev59K07/xVbXmvafqUduwWCONJEKYb5cDOSxBPuAB7Vg6NBFc6zawTxiSJ3wyknB49q7o+GdHBwLFF6cbm5/WgZm2/i/TrG08lI9QuZ4xIy3EsgR5GdQp3FeQMKvOT90D3q/P400+W2ZrdJxI0Tp5OWjCsz7gdwOAO2QMnvUg8MaM5ybIDvkM3+NKnhbR9xH2dgB33t6fX/P6UAYmqahpF7pd9Clw6SXExu03WpwjHbmPIP1+YcVxQ64r1M+EtIZQrQuD2IkNeaX8IttTuYF4RJWVe/GaAI0Oxgfevqj4KyeZ8OLcf3LiVf/Hs/wBa+V15GPSvpz4DzeZ4BlTOdl7J+oU0AeoUUUUDCiiigAooooAKKKKACiiigAooooAKo3BwgPTir1UZ/wDV/hQBjXMh5rPfO4VfnU8ntVF/vVQFu1GGFbNt0rHtOXFa9vQBeXnFEv3DSpyR7U2XlTUgcprJ/ege9ZMnatPWW/f1mvk4NUgNjSDgVux9BWBpBrejPSmBdX7opsv3DTl+6KjnOEqeoHI6of35+tUoTiVatakf37VUh/1i/WqA851zRNU8IfFSHxPpwVNOnzPcTSHEaL/y0Vj79h3r2LQvGvh3X7FLqx1W2KkZMckgR09iDUj6dY6xpr2N/bR3NrKuHifkGvPNS/Z80C6uml0/UbyxRjnysCQL7Ann86QGp8QviBaHRdR0bw7ew3WsNCcrEd21OjbSOrY7Va+F3hx/Dnw+sop4zHd3WbmZT1BboD9Bj86PCfwe8M+F7qK9VZ76/jO5Jp2wFPqFHH513Nzjb+FADNE/49JR/wBNm/pWpWZowxDMv/TUn9BWnSe4BRRRSAKKKKACiiigAooooAO1fIHxWBHxU17P/PZf/QFr6/7V8g/Ff/kquvf9dl/9FrQByQpabiloEKDUsdQDrU0ZoEJIOajHWpJKiHWgBw4paSigBaWminUABpppaaTxQA+3uZLO5juIWxJG25SRkZrbHjXVx3t+n/PL/wCvXPNzTM0DOmPjTVSOlv8AhH/9epYfGuonrFbkjvtP+NcyvXBpR8rUAdcPGt+Bzb2xP0I/rXK307XN7NOyhTI5cqOgJqYcjtVadec0AMQ819Gfs+yFvDOqR54S7U4+qD/CvnNO9fQH7PEhOna7GegmhYf98t/hQB7bRRRQMKKKKACiiigAooooAKKKKACiiigAqhccR1fqhc/6qgDJn6Gs5+taM54NZrsM1QF2y+9n2rZtx0rIshgE1sW/QUAXAaZKfkNOHSmS/cOakDkNX/4+KoseKvasQbn6VQY5FUBqaSR+tb6HpXL6bIVlCnpXSxEkigDQX7oqOf7lSL90VFcH5D9KQHHakf8ASW+tVYv9YOam1Fv9KP1qvCT5g54zzVAaVpoj/wBhajaQTiOW7kkkEmT8u45x1/Dj1puq+F9Tv/Dum2FrqhtLm1+/JGWwwx93rkgHHXniq/hnTtctrq+k1HURcQSIRaoD9wknr9Bt/Wr02m+Jj4Xazh1KIam82ftLD7sfXAx34xSAsQaDcReKbfUmlWS3isltwrO24MOp9Dn35qXStMm0nT5bae4M7PM8gY56Mc456Ypi2Ws/8JNb30t2BYi2CSWyscGTHJ+mas2Ftc2mmpHdTtNOSzO7HPJYnA9gMUAXdJG3zx/tA/pWlWdpvEkw/wB0/wA60akAooooAKKKKACiiigAooooAO1fIPxY/wCSqa9/11X/ANFrX19XyV8ZYPI+K2r4/wCWgik/ONf8KAOHNKtJjijoKBDgKkSox0p6mgQ5+lQ9DUzcrURHNAADSFuaWmmgB4PFLmm+lOoAOlNbpSk0wmgBp6UynnpTMigokU96kHNQgkVKhoESI2006YblzSYyKM/KRQBXxg5r3f8AZ2lJfX4+2IW/9DrwvHJr2r9neQjV9ci7G3ibH0Y/40AfQNFA6UUDCiiigAooooAKKKKACiiigAooooAKzrjlMVo1nSgtkCgDIuTgGsp2zKAa1L0HGAMYrF8z99VAb1mP3da0AwBWVZcxr6mtiHgCgCcUyb7hNPqOf/VmkBx+rH9+T71R6mrurYEp74NUAfSqAtWhxOK6e0O7FcrAcSiuosSSq8UgNQdKhuOF/Cpl6VBdf6s/SkBxOoHN231qCM/OKlvubpvrVZG+cVQHWWB+QCthfuisKyJCr+FbMZOBSAe9QyAYqY8ioJjhaADTiPtMw/2V/rWlWXpnN1MfVR/M1qVIBRRRQAUUUUAFFFFABRRRQAV8qfHFdvxSvT/et4D/AOOf/Wr6rr5n+PunzQ+OIL3Ywhns0AfaduVLAjPr0oA8qBo60Bhjll/OjcB3X86BCjNPU+tM3e6/nUisM54oEO61Gw5qXzFBwdopkjDruT86AI+9LTDIv95PzpwZcA71/MUAGadnik3J3ZfzpVdAfvp+YoAaaZ+NSl1zjcn4YqIOOfmXI96BiHpTO1PZwVBDr9M04RSscLG5PoFOaBjRz2qRQRU6abqDAEWN2Qe4gc/0qzHouquuV0y+I6ZFs/X8qAKygkdDSFCO1aA0LV1znS9QA75tpP8ACmNpWo9fsF7j/rg/+FAjPxzXsP7PR/4qfVx/05L/AOhivKTp2oKT/oF3+MD/AOFexfAHTbuHWdXu57eWKP7MkYLxldxLZ4yPb9aBnvlFFFABRRRQAUUUUAc//wAJ34P/AOhr0P8A8GMP/wAVR/wnfg//AKGvQ/8AwYw//FV8QUUAfbY8eeEc/wDI1aHz/wBRCL/Gj/hPPCJ6+KdE/wDBhFz/AOPV8SUUAfbf/CeeEf8AoatD/wDBhF/8VQfHnhHr/wAJVonP/UQi/wDiq+JKKAPts+PPCOePFWh9f+ghF6/71Qnxz4Rx/wAjRovfH/Ewi/8Aiq+KqKAPra+8Z+G2LlfEekH0230R/k1YsfivQGcFte0scjreR9/+BV8x0U7gfX2neMPC0cg3+JdGUY738Q/9mraTxx4RA58U6H/4MIv/AIqvieii4H23/wAJ14Q/6GrQ/wDwYRf/ABVQ3HjnwkY2x4p0Q8dtQi/+Kr4qopAfUt/4u8OPOxXxBpbD1F5Gf61Cvivw7gf8T7S//AyP/GvmCincD6kj8V+HFYH/AISDSv8AwMj/AMa6Sw8b+FQBu8TaMmB/FfxD/wBmr43oouB9tDx34QwP+Kq0T/wYRf8AxVanmwX9vHPbTLNBMoeOSIhldSMggjggjvXwjX2/4E/5J54a/wCwVa/+ilpAYeo2F2LxitvM69iqE1R+y3MbpugmHPdDXpVFO4HL2wKhQeOBW5Fjywc9qtlQeoH5UhRf7o/Ki4Fc9Kr3H3DgGr5ijPVF/KkMER6xr+VFwM7TM/aZfTYP5mtWmIixjCKFHoBT6QBRRRQAUUUUAFFFFABRRRQAVHJDHKu2RFdfRhkVJRQBnyaHpM3+t0uyk/37dD/Sq7eFfDzEltC00k9T9lTn9K2KKAMN/Bvhl/veH9MP/bqn+FVz4B8IsST4c0zJ/wCnZf8ACukooA5+HwR4WtzmLw9pin/r2X/CrI8LeH16aHpo/wC3RP8ACteigDM/4RzQx00bTv8AwFT/AApf+Ee0XGP7H0/H/Xsn+FaVFAGZ/wAI5of/AEBtP/8AAVP8KX/hHtE/6A+n/wDgKn+FaVFAFOPS9PiULHY2yKOgWFQB+lSfYrX/AJ9Yf+/YqxRQBX+xWv8Az7Q/9+xTxbwg5EMYPrtFS0UAGKMUUUAGKMUUUAGKMUUUAFFFFABRRRQAUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfb/gT/knnhr/ALBVr/6KWiigDoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP/9k=", "path": "003484.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003485
Men Tshirts
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", "path": "003485.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003486
Men Tshirts
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", "path": "003486.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003487
Men Tshirts
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", "path": "003487.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003488
Men Tshirts
{ "bytes": 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", "path": "003488.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003489
Men Tshirts
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", "path": "003489.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003490
Men Tshirts
{ "bytes": 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", "path": "003490.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003491
Men Tshirts
{ "bytes": 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", "path": "003491.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003492
Men Tshirts
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", "path": "003492.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003493
Men Tshirts
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DA9waoXuq2dspM88ceOOWoHYiuQME14v4pRX8STM3XIz9K9Nu/FOlj5RcAhuMjmuB8XwrHqcVwmCLiLIPrg1VO6kZ1Nj6M8JTNP4Q0eRjktZxc/8AARW1XO+BGMngTRGbr9jjB/AV0VdRyBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJXnHxL01tRlgRz+4EDnB6Zz1r0euf8WWvn6WHAGVOM+gP/18VFRXRpRdpq55R4A09rbS7rzVILzEc+grT1O0uY3C2xSJDnLlN2PTitK2wjEYC5OSBWkipIPm5rmbd7nVFdDzmLQbmZTNe/ZZJy+AI4QPl9SRXb6SottICbdpAPQ1cuIoYoy20CqjErat70N3dy4x0sefah4fld5bqKOOeXduCzMTu9e9aGnWUzlLa5tLUqyfMYUwFPoa6uxhjlQ7kBGastDFCCUUCjm0sTy63PO/F2lPc6tpkEKks0ZTjsAc17d4JSdPCNgly250QqD/ALIJA/SuKtbFL/WIF25kGUQ46buteoW0CWttHBGMJGoVfoK3p3OerZKxPRRRWpgFFFFAHlH9ltZeIfESEZ8y5WVM99ylh/OsT+x7u51NGvbhHtQp3xmBSd3se3516R4igCahHOFA8yPBPqQf8DVAQxld2BmuaT5ZHXTXMjG8M2psDcw4ATeCnHb3qjreiLfTSPGoRiwO5V5PrW9FhXdwOtLA4Mu09/Wsze3U5LTNG1G1tpY3vrmRy37oYACD3rpbOxeOEPPgyDvW0AoHQVWuZAFpydyErKx5t460qW81GzeBCxkbyjiul0LR49PgsWs5WDidQdvy5Occ+tW2CyXSEgEqcgV02h2Sz3QkZPkiO723dv8AGqjd2RN1G8jqx0ooorqOIKKKKACuH+IumtdwaPdL/wAu18m76N3/ADAruKoavB9p0q4jwCQu5c+o5H8qUldFRdmeVa7Y3s3mLaTrCCvynyw3zZ757VBa6MLWaxnTY0ysPOYRhAT3wBXXRKj/AHuaZcxqrooHfNcvNpY7YrqRazbx3tqkbIrEcjIziuOHhu9h1COS3vZYYtx3iNByvtXaSyYI68Cr0G1owcA0k7O5Uo9DnbLT7o3Dl3doCflEnJFSa9ZifSLi2VclkIAroZGUDjFY95JnIpPcRwfgrw8ryfaLvKuxYRgjqBwa9k8IJJHopSR2cCZwpY5OK5vTocpHHHFk5AXHc13lnbJZ2scKDAUc+57mt6d27mNVqMFEs0UUVscpwPxI099Qjs4if3G2Tcp6E8VwHgDTXtI9QMgIzIEUnuB3/WvYfE9t5+kswGSh6+gPFcPbjymK4CnjIFc81Zs6qdnFeRQ1O0uImAttsak/M+zdj8K5tNDurgyy3ptJZQ2IwkIBYdySK9FQJIPmpJoYY4y20Vmnoa8utzP0KNbTTCm0KQT0rhtV0CS4nnuo1SWUksqzMcNz0613ynbA5HQ1Xsokk3BlBGeaE7Mpx0OS020uP3Vvc2lptcHcIUxs9Aaq+MdLaWXSbeBMsWMQA/A16C1vDFkogFUUtUvdTt1K7nVvk46E8U0/e0M5R0szrvh7FcQeELWC4bJjZkTnooPA/nXV1XsrRLGzit4/uxrtHvViupKyOOTTk2haKKKYgooooAKKKKACiiigAooooAKKKKACiiigAooooAKjliSaJopFDIwwQakooA851nTX0vUNu8NG43Ie/wCNRwSfLz1q748mMd9anPAjyR+JrGtpw6ZBFcs0k9DspydrsNTv/wBwUiIMv8II4rMGvStb+S1i5uMcquMfXPpVq6tpi3mwyDHQqyggVRInWVjsgL468j9KhHRFN6mnpN7vtQZdqSHqoOcVPcS4HWsm3tZt5kk8tQeyg/zq4xM88cCHLyOI1HuTgUJXdiJSsdh4R0cxRf2jOBvlGYxnoPWusqK3hW2tooU+7GgUfgKmrsSsrHnyd3cKKKKYgooooAxPEsW7TRKOsTg/geK5iS6ENsTySRwBXbalB9p06eHuyHGfXtXngdZ7fGeo4IPSsKy1udNCVlYzINX1BFdTAuMkK7HHHuKv2ks8U265mDjthMYqnJBcQDm4YqD/ABKDVmG3muAC105X2AH9KxOu2l7m6lwsqfKelVLl/lxTUxApG4n1JNVLu6VAcGhK5k2XNDszf6k0fRVXLNjOBXf29vHbRLFGu1RXLeB4j5V3Mw+YlR/M/wCFddXTTikrnJUk27C0UUVoZhRRRQAUhAYEHoaWigDgWBtryeEnmNyv4CsTUtTuUvkNtF5igYYNwMexrofEKC21x+gEqCTH6H+VYFzbSPL5kMzoOhAwRXJJWkd1KV0iIXd9dnzN6RKMDaF3E/U1t2l2mxVyc9Oaw4FnZjGLkg+ioBWjBbeQAzyuxPripbNpadTQmf3rIuWJb6mrc1woUkmqdjm81i2jHK+aoPvk00rsxlI77SNLS0iSR1HmlRxj7vtWrRS11pJKyOKUnJ3YUUUUxDHRZEZHAKsMEHuK8/13TDpl6CrBopclPUexr0KuJ8eyGNrNgeAGJHtkVFRK12aU207Iy4JMjmq2o3wEDIhzJ/CMcUy1nDpkEVBd20rN5kEmP9kqCK5DsjLoVI9emFv5Mtk5nIxhOh989quaRfeZbkzBY5CeUBziqDCdZs7IC+OuCP0p0FrOXMknlID2UE02aSTSubFxKduc10HhDRycanP0bPkr+mT/AErkppM7UU5YkKo9SeK9UsLYWVhBbj/lmgU+57/rWtKN3c5K0+hboooroOYKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBBTWdV+8wGemTTZHWNWd2CqoySTgCvFvGF/N4g1iZbe4xGHEcJycBR1P48mplLlMqlXkst2zs/GiLc6hHGOcQD9Sa4SK6awuGhkJx/CT0NbWjWaWdklujMwX+Jjkse5qHWNJF1GSBzXLJ3dzvimoq462vlcYLZzzUzQRF/N4znNccUvdPlzgun15qQ67OpBEUhPTGaWhopHR395DCOGACjNL4UzqHiixcZMaSbh74BNc9b21zq9wGkG2P0Heuw8PS2ei6zbSXTrDCuV3HoCRgZqoWuiKj0bZ6pRTQQwBBBB5BFOrrOQKKKKACqt/fRafaPcTZ2r0A6sfQVPJIkUbSSMFRRkkngVwfiHWhqEipDnyI87cj7x9aAG3fxNslm+xnT7nzJT5YIZTgniuYe4NnMY2OFY5FOTTYW1M3ZXMrEYz29SKtapp4nt9wHzDpXPVlrY6aUdLliG4juo8MRiromhhi4xjrXGRNdWwKKM+xOMVLHcajN+7VFArHQ21Ni61WKM4zVW3L3s3mMCIwcgHqaLXRXYiS4fc559hWuLUQxjAAFUn2JOx8JReXo5f/npKx/Lj+lb1ZHhoodDg2MDgtuwehyeK166oqyRyS3YtFFFUSFFFFABXJa146s9HnaNraWYKcF1YAEjrjNaGt64lhE1vC265Ydv4B6n3rzm/tk1CLypQdoYNxR0uCLOq+IU8RGPVbaGSGNB5e2TGTgnPTtUdlqKyHG4HPrVi1s4xZCJFCpjAAHGK5+6s5bO7LR5Az+FcUpXd2dsY2VkdXD5KMXyM9TUN5fxR5ycYrmftl8rZVBnp1NWI7C9vmDTtsTrgd6NCncmk1BrphHCCSTyT0FdH4XtQNXtVPO3Lk+pANZ9npiQL8o6VveGNia4A7KD5bBQe546fhVw1aM56RZ3FFFFdRyBRRTWYKpZiAAMkntQAjOqj5mA+prjfGirPcW8eQcRMfzP/wBauN8cam+t6rLFaz5jTEcJDfL7n8Tn9Kn0OxWxsxAHaQgks7Hlj3NYVJpqwsNU9pN2WiMlZ2066MUhO3+Enp9K1bXUFfqc5p+raUt1GTgZ+lck8F7p8pIBZB781jp1O5aM7F4IpH8zjPWq19dwRJgNgAZrnDrs6kERSEjtmlhiutYmG5dkfejQbbNzQG/tLxHYgcxidST6nOa9pFeS6J9k0XVbOa5YRQRv8zY6cEDP44r1aN1kQOjBkYZDA5BFdFLY5ar96xJRRRWpmFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJS0h461zGseN9L0rdHHJ9pnHGyI8A+7dKCJzjBXkzp84rnNZ8aaTo4ZDN9ouB0hi5Ofc9BXm+teMNT1YsjzGKA9IYjtX8T1Nc6WJOecmocuxw1Md0gjpdb8aajrccls2yC3OCYo++D0J7/yrAWTDdfmByKrk4wffn6GlLFSrEHjg1D1OGdSUnzNncaRMs9qjg9ufrWk8YZDXJeHr4Q3BgJ+STlfrXXowYVi0fSYWuq1NPr1Mm4sVZuVBBqlJpUPXywDW/KgNQiLLg0rHSQ2lotvDwADWB4il2hEH8TV08zbU4ritfmD3R54QY/E1UVqcmMqKFJ366Hqfw/1Fr/wtEsj7pLd2hJJ5wOR+h/SusxXzlpms32mSxy2FzJDL6ofvexHQ16rovi7Vp9PzqVgiT4Gx923d7le1dMXc4sNVUkodUds7rGhZ2CqOSScAVk3XiK0iysAM7/7PC/nXNXt5cX0m+eYsOyD7o/CokA25JyccVdjqJtX1W9u4cSMEhLfcUcGsCTO0NnpxxW1NGZbZ0HVhwfftWQqk8Y/A0xMVGAKsOcVrxxrPCCOhFYmwxEkA7RV+yvEQ7MnB9axqwvqjWlO2jFm0pNxIHNJDbLEPujNawIdcjkGoHj61zWOq5VjQtJ7CnXRCxmp0TaCaz72RirAde1UkJ6FvwnrEdnezJPJsgmzyegIOAf6V6GDkZFeLiTadqngDaCK7jQPEqx2sdteZKoNolHOB711paHG3dnY0VRn1azgtxMZldWGVCHJb6Vzl9rt1eKY4j9njP8AdOWP4/4UCOju9Vs7IlZZRv8A7i8msS78RXMuVtIxEv8Aeblv8BWGqjcfm68n3qZQAxx0/GnYDImkklldpHLOxO4nqT3qGIjkEnPSrV7GUumbBww3D+v+feq7xZwR17YpiNCxIYeWeCBUtxpyTDJFZsU4ikychgfStu2uFnTINctSnZ3R1U6l1Yy109Y3+6CKnZSAFUYq/IgNQ+V81ZWNRqrtj5rJubpoL6J4iVdCXBHYitW5YquBXP3b4lY5GSMDPpWtNe8Z1HaJ6tp2oQalaiaFgSOHXup9DVv8K8x0HWJdOvTIvzJINrIT19KpeJvEet3BZZGMFo3AWAkKR/tN1/Diuh6HBVqKnHmtc7zWfF+k6OGWW482cdIYfmbPoew/GvO9c8c6jrEUlqoS2t3HMcZyxHoW/wAMVyzOSckkn+VMJ24Pof0rNybPLq4qc9NkWFkGSCeeorr9GnFxao3ccH61xJJXBIPy8VtaDfC3u/LLfu5f0NZSVzXL6/s6vK9mdkyblrLubIMxyuQa1EfcMU2VM1m0fQmBJpUPXywDWhZWawRZxirHlZYU+VtkeMUJDZzfiOXZCFHVmAruvhvqJu/Dr28j7ntZSgz2U8j+teb+IJg04XPCcn61lWGrXenSJPZ3MkEoJIdGx+BHce1bU9DxcRiEsRdbJWPpGkrzHQviix2w6zBnt9ogH6lf8Pyr0Ox1C11K2W4s7iOaJujIc/gfQ1snc6KdWFT4WXKKKKZoFFFFABRRRQAUUUUAFFFFACZ4qnf6ja6bbG4upVijHcnkn0A7mpbq7hsrWS5ncJFGu5mPYV4v4m8Sza5qPmnKW8Z2xR+i+p9zSbsYV66pR8zU8ReNbzUy8FsTBaHjap+Zx7n+lcg7Hr3pcljzTnUbazbueNUqSm7yK5Y5NJ+NPKZ5FNAoIDaGBBzT4/mGDyeh+tIPxpkkIc8swz1CsRmkArypZ4d5AoPIBPP4d63tJ8UgLsvAT02EfeP+9XNPZxKxlRAH9e5q7EkbqA+AB3Jx/Q0WNqNedF3gz0G2njvbZJ4iSj9KmEWDXN+GZmWOS3LMQh3KPY07xVr5sYBZWrf6VMuCR1RfX61FtT6CGJi6CqS/pi634hsLFdpuYi7cD5uAfc9q42Tz9V1BLa3G95G49/f6VlGyZwIid7Odu3Gcn+tekeE/C8fh+zIbc1xLydxz5Q/uitIwuea5yxU9dkT6N4cttKCyY865IH7wj7v+6O3161vrblhk8UkYww9auRgAenvW22x2wgoK0Sm1uEPDGmgEHk4/CrDvh+OcNtPNKUUgelBREh4/+vVG/tTG5uUBKEEyKoyQf7wH8xWiow7Dng+lSdevT6UwOdD/ACK6lWRhlWHIYeuar3JWFkO7943CoPvH2ArZn0azmdt4fy2bcYgxCbu5wO9PTTLa2TEKKq98D9aBEelXLPDskVhIDhlP8NaOwNWZqNo0zRPCFMg/iBIPt9RV20nLoCfvdG9jWNWPU3oyvoSSptjNc3qtyEzGp+Y9fWtrVL0xReXEA0rfdB6fU+1cq+mXkdy10xadJsFwOWUj29MelFOPUKs/sobbIxO5sAVu6fb4i3nPzHIHtVWwtPPO8jMSHH1PpW3tHphT2HatjAI4i/QAfhUhtQBktz7VLCBxUkpAC89Tj05pDKOwqcZyKcvBHep0PmKCQc/XNNZQoUj15wKAIrm2F1CU3bXHKt/dNY/zLK0RGJUUF09v7w9V9/zroR0/+tUF3ZxXQQsWR0OUkQ4ZfXH1pgYjgSoxYqAByelN067K3CkbjASQsgHDH0BrSi0OwifcsQ3Z6kknPrzVk26GCSM7TuBypHGaVri2LAIkUEgjPY07yqybAS2jeVICFflBkkD1Ga1XnWOEuxAwM8muecbSsdcJXjczdRkWJWZjgCuWkd7i4J/z9K0NTgu9YJ8qQRqjB4wejEf3vrVeKKSPCSRskp42nv8AQ9DW0I8qMJz5mWLWIGVBn7vNaRGUwRnsQe9Ja2pgDFhlj14qyEz0456VZBhXegWtxl4gYXP90ZX8v8Kw73RrmzVnYCSIdWX09xXbGPjkAH6U0w+nOfapcUzlq4SnPVaM89j54PJHB/pTZHS0HmPIqKezH+VdDrHh5ZN09puU4+aJGwG+n+FcvJZRB/MVAJB3PWsnGx5dSi6UrM6HSfFIQbLvcYwPkY/f/GustLmK/tVnhJKMSOe2K8+hVHQBwBxwScfhnBroPDUrRPLb72KfeXPfn/8AVUtdT0cDjJuapzeh1Aiwawtb16w0+MiS5j3Z243dD7+lHibX/wCzLRYLdv8AS5xhf9geteatauch33s55yOpPrSUTqxeM9m+SO5oX9413Mdjbg3JYdDUITbt65xVa10/7EMQSsFJzsf5gPp6VcG7jfjIGOBVHiSeu4oPNaOm6te6VcfaLK5kgk7lDw3sR0P41QUU/FMSk07o9I0n4oyLtj1W0DjvLBwf++T/AI16Dp2p2mrWa3NnMssR7g8g+hHY1878jmtTRtfu9DuxPbSFezofuuPQiqUu510sXJO0tUfQNHWsPw94ksvENoJIWCzKP3kRPK/4ityrPSjJSV0LRRRQUFFFFABSUVQ1i/XTNJurxv8AllGSPc9B+uKBNpK7PPfiF4iNxef2TbsfJhOZSp+8/p+H864Mgt261LNI88zySMWd2LM3qT1oVfl5rJu54dWo5ycmIn3eeo4pJ2xAW7qQaUna3XrxTJjm2YdyMCgyHYwT6HmmMu055qbACjmkxxigkjFO7UYx3ooAbT4iAG68c/hSc06LHmgHoeKAL+n3q2VyJSfk2EfXjj9aw55mnuJr6dsyOfy9hUs7eU7RP91fm/DtVRFMjK75Cfwr/WlY29pL2ag9kdH4U0kT3f22YfLBwvu57/hXfIpIx+lZej2gtNOghI+bbub6nk1rKB24PvW0VZHr4enyU0uoDHyZ6E7T+NSoTs6Yx1qGRv3BOPmVgf1FLFIG59e3uKZuMZd0k3HdT+lTITtx3+tMicGSXJ/i7e1TA46HI+lAEZUh9wFPGB1p2M+maQ5Jwc/lQAe4XP40jYPByPajp1pp+gxQAwjYN4HKkEkjtTZ9kW6YNwRk1OrDoSeeMZrPm3STC0ZhsQ7+vJHb9f5UNXVmCbi7ohEDSkSvkO4ye+B2FWFUheOlSBPmLA/rSSngDABPXBpgJGOSehJqwow3T73eooguOR1qZTtZQeQaAEiPCnAyRjnsRxRP0TjkOtRCTbIydMMSP51JK4/d9MFqQBGpRz6E0913rjH0NP4JyCcj2pe46UAMUcc4p2Qff8aUggcU3FABnjkEfQ0xlXOSCRTiewGTQCM+n40wIyoeNo2OGjORgVSuP38rQ5+SMZf39B/Wrd3MYEFypHAw2T2qvFBtiAJyzHcxz1NJpN3BSaVhsURjz609o/MG11BHuKmHAwQCPrS4HUk8UwIdowcNTc5OCKnYgLwDk1C4BHoaAE28cjH0o2KByT9cUmcAg0xn680ARyheSD+Vcrr9qsdwlwg+WTIbH94d/wAq6WViRjvVHULf7TZTRY+YDcv+8KmSujnxNPnptdTk4eNwHYZFXrC7W1u4pS3ycgn2xVGM4lXPAPBqG4PlStE33Pv59qyPGpycJqS6DLu4N5ezX05yxPA/uj0qBUwA7n3/ADpqgzOGbiPPyr6+9T43HJ6DpSHKTk7y3GqCfmI69qQrUlGKZNyNeacOaKcBgUAITimMRThyahZsyMaCoo1fD+szaLrFvdxEkK3zrn7ynqPyr3+0uob20iuYH3xSqGU+xr5rXrnjivVfhfrZnhuNKlbJj/ew5P8ACT8w/PB/Gqi+h34SpZ8j6no9FFFWeiFFFFACVxXxIvPI0SG1BwZ5cn6Lz/Miu1zXkfxA1Nb7Wzbo2Uth5f8AwLq3+H4UpbHPiZ8tN+ZyQHen5FMGSelKR7VmeKRTMMHnr0+tRCTzBGB0PzYpl7kQNjORyPrVSK4P2gkZ2jnj35FBSV0axkOB60KxJqskrPyRU6sc5oIZJnig+nAoXpSn3oAaaYxKjPcc049frTG6cetAipfPJJeQqqb03YbAzwP8/pWto9ib7VY027okIZ/TaKpIhMm48nn+ddpoNmsOmpIDteYl8+vPFUldnThqftaiXRG2mOc1KSVUEYx3qGIE5xnjqO9TJ8y5Hbt61qe2RSOfmHTcuPx7VBFOql23YAIY/Q//AKqsSRnZtXoOVPpWLdOIrkoxwsq9D2wwz/M0gN2FsBQe4yfxq1Geo5rNSUmQ9qurISOSaALAA3EZ7UhBxjGfSmrkjrTweMFv0oAjOB1FNI3djUpz1H86ZjOc0ANIxzgn61nR2/mX5uifnUYA9a0GwQVB69qCAu4qeKYmMjOVHT8qgkO6TrwKlm3Lb/LjnAzVVF2sAGOD0JoAsrjJwaa7kqR0P9e1KvDANxmnMhBz/EP1FAynLMPNVyccg/QdDU0cm5sZyYxj8f8AIqjqUZFvKQcYUspotJxJFLIv8chP5gUAbKNnB5z3qY4xnNU4ZSB3xVhTnODmkBMR3FRkD0py8c5pTz0OaAIjjt/Km7fY1Id2cZprYUc8GgCjqEZnjEByFbg8/wCfSpYl8lUizkIgAPrU20HJzzn1pACznnJAApkinOM8UmMjoKkK+39KTbgHmgohI461E4Pp+tTsAT2xioHIU8NzjpQBE2M45HvmoXbDYzzUjnI61UlYg4z+BoAVP3t1g9F5OKh3Etntnp606FgI5X6Enbn+f6VFnB56dhQByV2nk3UyA/dcgfnWdqMkjywqibwWAYAZ4rU1E5v7kj/noaqKhMm484rI+elaM2NZRvx2HSlIxSniRueKBjP8qklDcUhqQjFRmgY04prEgUrVE5yKBpDlcCos9fU1GzMp45FKjhzjv1PsKDRIkzwAK6TwJdtaeLrIg8SP5Te4YY/niubA5Na3hkH/AISbTdvX7VH/AOhCjqXTdpJn0PRQOlFantBRRRQBma5qa6TpFzeMRuRfkB7seAPzrwmaZ55nkdizsdxPua7D4harPc6q9jHMfIhABj6AvjJP61xK5z83Ws5O55GLrc8+VdCUdafnGM01RSSPtUmkchWu5FCNzWJaTDznjz0x+VWr6fIPNYtuzfb3ZemBk0G0I6M6WJulWVNZ8LcCrqHJFBm0WFqUenvUSAfrUqDgA98DNBIxhio+ScAde1TtjHIPP+f8KrkgHP60BYtaZZvd3cVvuYbj8x9B3NehRxptCAAKBhcVg6FatZWPnuAZJsHaeoXt+fWuht5UlU7fvd1PWtYrQ9bB0vZwu92KoVJgTxu+Ug9jUgHlyEn7p64pWXeCh69qUnK7s4OKZ2DJWC55Fczr0g2q/Qq/P48VuTybetcxrNwDH5Rzl22gjt70AbFrOJWL9c+9a8T5GOn0Nc7ZAoFAGfc1sQyAjqaYGonHdR+NPXnuv4VUV+gGcYqyp4HXP1pAO4AGTmmORjv+NPH4j8aikkAzzmgCPBcnJAHenbBsPQ59DUasWzzximtLsjJzg9qYrCzNmQKMED+dMMa7D2B5B9DUEVyhk2yYBz97sfr6VezgZ7evY0AiPAkiVh17+1PyCnXBHBoVQCVH3W5BFRTNgE9aQyreSjYQRkfSsDSpwqyQ5+7Jj8uP6VpX04Rc9h1rC0wiWSSYA4Z+AaYHW278DgfnV+Mg85z9TWPbSYUBsg+1X45OpBJoAvA5I+ZadjnO7ioYmznr+dSfgceuaQASPQ1A7HOBipnYAfeqs0nPBFCAeqc4yCe+DTwACfqKhY4cetTI2RzTFYcN3r+lDLjkc/jTg+OuKazA+v4UhkEg46Gq0gzyfzq3IwxkGqcjZ9M/WgCtI2OvNUriQYzz61YlbnB6dMGqYHmzqnbvz2pgOhWQwrv4LElVx60pKhsnoOT+FWZCI1yMbm4B9BWfeuI7Gdh12ED2zxSJlLli32OWlcySu3dyT+dJEGH3i3NI2M9M05WbtWJ8/IaOWYnnnr607y1BzS4p+Bn6mgERsuBUD8VbK8f5+tVpRg0DK7HFQs3enyVAzbR1oLSGSPxjvTbTcSxx36moJ5Nq8dWO0f41etgFiAA6UFPREmAK6LwPam68XWCgZCSeYfooJrnuhrvPhZDG2v3EjffW3Oz8SM0Lc0oq80j1+iiitT2AprMFUsegGTS1R1W4Ftps755K7R9TxSY0rnnms6YusSyT7tk7EkNjr7GuKvLO4spzFPGVI6HsfpXoqdabdWdvfQmK4jDKe/cfSuVTaeosTgYVlzR0Z5wkg6Hg1Wu5gqnmt3WPDdxY7pbcGeH2HzD6iuUuRuyCSp9+a1TTPDnRnTlyyRTEM9/c+RbRmSQqzbQOygkn6AA1Us4cZZupPWvXPhR4SUw3Ou3fzecr29uuONp4Zvx6fga80e1a0uZoG4aORkI+hI/pVdDeUHGmn3JYuAMVaiY5HHeqyVYhBJyMdaRzSLiNxzUyuCCcjPr+FVi2ATmpYwdm7ue5+tBA6Rxng8E8UAdT6daiOWkXnitLTLU3uowQkcMct/u9TSKjFykorqdYkNwbWFyAWMaliOOcelQ+YyuCcjnqOMGtxB2xTJ7OOZTxtb1FKNaz1Ppfq+mhUt9TAwtx8y9nHUfX1q3LKnl7kdWRu681iXUL2zYY8dmPSq4u3iyAcZ6it1JSV0YuLjoy1ezbQTmsMxme9SRue3Xgd6NS1Hyoi7KS3bB6motEuDe2gdjmRHIb8eRTvrYzdSPNydTehUZBP86vwnHUcVRgB781ehXJ285+tM0LSIODz071ZWQYX9MiqhIAPHGPWpY/uLxz2oAsk4XPWqvm72wAfyp077UAxyewNOt4wQCcCkA4IFizgZPtVW4jaSIbQCffir0pwnTvUJOSKicuWJdOPM7GNIJYjhxg9uKfBevDjacr3RulbBiSRdrKCPesu9sCmXjJPt3qIVk/iLnQa1iX4bqC4XMZ2uP4D1H09ap3c3U55rIMpQ5yOOnsf8aZNeyOMEF8/nWxiV79zMGiB4PBOcGpbGLbbqMY71KLUpCd/wDrD8x9vanQKygDPHvTAvRfLjA/WryAOOQRxVOMYwecVcUBU+vvQBZiIQke3pUqNu6Yx6YqpGQZDgHgVOrEA8cDoaAEml2nGO1JEm8gkfmKij/eSng/nV5VCgYwaQFc8SccfQVOq8ZNRA5YjHH1qUDjqaADHNKcjjjFGc4/wprZ9M0gIJXxVG4YDOOauuSOmPxrPuZMs/OecUwKMzbiear2ExeaSTAIB2qT6DvTpuMn2NFonlxoAMcUAXZTlRwee5qhfRmbTrhVODtyPfHNaLpujzk571VVl3beGB4PpRYmceaLRyKjjPGe9AHz4yMVNLEYrh4u6MV+oBqsmTKR2rE8B6Mm7fzpvb/P+fWnDkkjiotx3YoESEn0qvMetTHP+f8AP+c1DP8Acc47UDRSkbNVXOTjtSs+cConyBv7ZwaDaKKk7ZvEAz8q9O3WtK2bjpWVJgzjB+Y81oWrEdf1oHPYutxzW/4Mv2svE1lMCwj8wI+O4bj+tc++1jwc+tdHoNk9vNDeSKU2MHQHrwetK9jTD05zmlE96opqMGQMOhGadWx6wVzPim6x5FsD6u38h/WumrhdZn8/V5znhW2D8KzqO0TSkryK0VSSOFGaYhCrVa6LlSUNcbOsiudQWLIJrO07QV8V6rtECrbRnM84GMD+6D6n/wCvVdopdSvorFPlmmkEYPpnvXrmm6dbaVYR2dqgSKMY92Pcn3NbUY31Oes1sTW9vDaW0dvBGscMahURRgKBXzx4mhEPirV48YxeSH82J/rX0bXz/wCOIvK8Z6qO7ShvzVTXRI83Fr3Ec8o5xVqHgZ5qvGMn6CrKYVDnjFQebIcWycY71YP+rAHU1VgG58k1Zc84/p/n0oIFHGWwMYrqPCdvkzXJHQCNT9eT/IVy7EY4yM4Fd14fiEGjW5xzJlz+J/wqZbHbl9PmrJvpqbKCnO4QcmkQ8Uki7hzXMz6NGbeyq6MK5W7uxA5RFGQenaumvLFj80Zx6iuLvlmW8lEsbRtu4DDtWlLc4cfVlTpe7uypfSGWJmbr7dq0fCy7ba5PrKP5Vlz48hhnPpWx4YX/AECU5/5a/wBBXTHc8jCNurdnRRcsMZ/rWnGoCA4IJ96zrZMvnitBmAXJxwO1anqg5HAOMexq1CMqOOlUYWJwSc5q6hAiLUAQy7XuFUnP1q+mAAM4FZ8BO9nYDPbNXuMduaQBLtK8frUK8tTpcY96ZEa5qz6HRRWlycfKMmqs8y4IzVk9OKpXNsJAex9RXOzoMK7jaa6VIk3SOcAg4x/9ary6XDbQLIx3zgj5u34CpNPtWhuXeUjIXC++atXR/cqOxb6110F7tzlrP3rGVMPnPGBmmJ2p7nLH05pqLnA/nW5iaFquRyD9asE46dMetRQjbH25prt+82g4GOaALFvgnp161NOQsPJIqOEgkD27U24JaVUHIoAntFCxZHU+9WflxyahiIK4wOKccYNIBmzLfw4qYBgOBxVXCmTirIIxgUAKzELwfzpmfelcnYT1pvbkDn1oQERAL/jWTcDJY4z8xrWJ+bqPzrHnPfvkmmBn3Y3Wsq/7JH5isywvLmKGMI7Mu0DBOcVsuu5eRkE4qO2sbeQ5aMZ9QcVEp8pcYcxXe9uZ1xLL8o7DipIPMKkqhIA6ke1a8OnWseCIwT6tzUk0YAAxWUq3Yr2OmpwpkaVi7HJYlifc1An+uYnpzUpGx2U8FSR+X/6qiiA81vypnzUt9SYcE+1Vn4c+xqwDluMe9VpPv/jQJEwIYZ/z/npUNxjyG5p0ZypXNJL/AKl8mgZjuuHzTeqMtSSg7SfQioQ3INBqiBLM3Fyi52/NtzXWWPhKWRVLXi7T/skmqVlpryaM+pLysV2sTD0yuQf512GmS/ul57VEm0etQoQnBOSFsPDllZAOQZpB0Z+g/Cp7hcZq8rZFVrlc5rJs74U4wVoqx6fZHdZW7esSn9BViqGjSCbRrNx3hUfkMVfrsRysSvOLiTfdyv8A3nJ/WvR685v4TBeTREco5H61lV2NqO7EVulK446VCjetWUIIrmaOm5XtpP7P1KG+SBZJIs4DehGD+Ndzpms2mpriF9soGWibhh/iPeuPeIMKovFLDIJYXZJFOVZeCDVwqOHoZzpqR6hXhXxIQJ40vmx95Ij/AOOAf0r1PQfEa36i2vCsV2vAJ4EnuPf2rzP4nr/xV8n+1BGf0NdN1JXR5mLi1CzOOjAEQyPvGpXIC49qjPyyKnYLQx3OFqTypbl23QbSSDUmPmJ4Hf8AnTYwQgxkHP8AhTkAwMjn/wCtQQOkwGAP1r0KyUJplqq9BEv8q876u2ckdBXeaHci40eDBy0Y8t/Yjp+mKiex6OVyXtGn2NJJKsKciqOcHNTRy461jY925O0O6qd1YxTIVljV19GGavo4Ip5AYdqLA9VZnA6v4caOJ3swzLjmInJ/A1H4eQxaY2VIYytnsR0Fd29urdqpzaajknGD6jg1rCpZ6nH9Sgp88NPIpWyqVByamnkCxgAnLcU42kkK4HzfjiqrFjcAFSqr610RnGWzHKEo7lsMBtUEnj1qxI+23wMjPrVVGDS449OtPmkzIiCrIJ4uIhjqferStlQCTVcHkdcD0FS+ZnoD+NS5JblKEnsglNQBipxUzKSCePwqs56VzVHd3R0000rMtI+aeUDCqaPg1ajlBrGxdyN7fPaqk0bYA5IHQVrAgio3iDVSbjqhNKWjOckUoxBxjtSQYaTnI9q25bJHGMDB7VV/s0xtuRsD0NdEa6+0Yyov7IqbUGMnpUUUgbe5J6460ycSRoQYzk9Mc0RkLEqnHUZrZST2MXFrcvW7fxYP4U1GL3DEmm7wkBbI5HFLbH92W/vdKYi1ExBJ5xUjEbfWokcKuMMT9MU45YY4/Go549y1Tk+hDH80nIPHvVoDp/jVcK8R6g57ZxTXvEiwGwCTgDd1pe0j3K9jPsWnbAAAPPvSMCEzjIpVG8Z4/GmyNtU/yxVmRCNu1mIHAPOKyJhwNp5x0rXZsQSHHasmf7wz0xTArMOBx1alhbY/40hx06807Yd5I9axq7G1HdmlFINtEvzLkVUXfwO1Xo1ygFcu5ucPqEZh1G4QD+Ike4PP9aoxH529K3fEcHl3aSj+JcH6isKActXQndHy+IhyVZR8yTHzcfT61Wm++TVgfeHoarTdaZigiI5p7j923uKgRvlFWGJKHjt/n+tAzKdTh/pmquauv/rseoxVBjgkHrQao9G8E2Q1HwH4jhAy6Okq/VVz/Q1X06XaqgmtX4NOsq61bOMq6xEj1HzA/wA6yWtmtLyaDvFIyfkcVM9ke1hHeCN6OXIFLIu9az43fitOIbkFYHcdl4Sn83RFjJ5hdk/DqP51vVxnhK48jU7i0PSVN6/Vf/rH9K7OuuDvE5Zq0mHasLXNEN6DcW2BMB8yn+P/AOvW9SVTSasyU2ndHmckLwSFJUZHHVWGCKfG+DXfXunW2oRFJ4wTjhh1X6GuL1LS7nTJfnG6In5ZB0P19DWEqdtjojUTEV8ilYA9qprNjip0lFZWNBk1qkvUcVkavoK6kRLLPIZ1UKrM2eB0HPat9SDTWj3deaFdbClCM1aSueXX+kXtjOzSRl4/76AkfjVC3YtOOK9gECMcFRj0qrc6JZTj95bx+uccirVR9TzquXResHY88UnA5o3sF6Dp/hXXP4UtAchpvpuH+FIfC1q64HmL9GqudHJ/ZtbyORQce9X7LULjT2Z7eTGRhlPIb6itz/hEohnEsp/Kqd14auoy3lOHB6BuDT5kQ8HiKfvRX3F2x8SwXCgXKeS/94cqf6itpJVZQ6MGQ9GU5BrhJbC5s1/fQsgPfqPzqWy1C4sZB5Tja3VDyp/Clyp7G9PHVKb5aq/zO9SUDvU6zVy9v4jspfluCbd++eV/OtSG5SYboJkkX1RgahxaPUp16dRXi7mysgPJp4INZH2kqeanS8Hc1NjYuOoJoWFW4xxUC3AaphLjkGgZKbaMjBQH6imfZo1OVRfripFkLrkflR5mKdxWGrH608oAKbvAPJxRvH96hDsNkjUDOaz5ZEHJ6etXpGQIRuFYktpYNO80kQdz/eYkfl0FO5aimtSdJ4pSRHIrMOSoPNSpJiqMFxbNOIrfyt4PRMcflWhLEN3AxTUHJXRjOSi7EyTe9TLLng1mlHUZHT2pPOZOtS4tDTTNcMD05ocArWYl5ip1ug3ekMsCNc9MmpVt07qDUCyg1LHN/CfwNAMRrWL/AJ5r9MUoi29AAPapC5HWm+ZkU9wSsOEYppRSPpRvH96kLL/eFNDSKs+1Gx1rOnuIEJMjICPUip9QitrkbJ/mXOThiP5VQdtPtMYjhj7AtgE/nSuarQ1bGQ/ZlYt8p5XPYVM7/Me4x6VWtmLW24AgE8fSngk9W/OuyOyPNn8TJJji0YY5I6ZrImx5jEDp71pzMfs+Mj86zZfmJIFUSVienWrIwGPpmqpwMYzVxMEnvzWNXY1pblnyxhcVYiXAzUScoBVhPu1zM6DnPE8Ya2D4+42fz4rlIDgHHrmu21eBrmGSFPvuMLn1rkpNOurMZnhZVz1HIrSD0PFzCjL2nOlpYhB5/pVefr9asDgrkj0qvNwcelaHlorK2FFXTyvPpWeeuBxzWgeU/CgbM2XiQYqnOo85gPWr1wOSetVZB++U+opGkdj0P4OPs1zUYQeGt1b8m/8Ar07USP7avmI4Nw//AKEao/Caby/GE0faS1cfkVNbGu2/2bxHfRHp5pcfRuf60S+E9jAv3BpjGxCOhq7bjC5qnGcxqPSr0IwlYM9Al02fyPEVk44zJtP0PH9a9GryuSQx3sMgPKyKfyIr1TtW9F6MxrLVMWiiitjEKZJGkqFJEVlPUMMg0+igDnL7wrbzEvaSGBv7p5X/ABFYVx4e1W2JIg81R3jbP6da7+lqHBMtVJI8xMslu2yZHRh2cEGp45g2MHNehSQxTLiWNXX0YA14P4i1+80vXNR+y7PIW6dY4yvAUHGB+RrKVK2w5YlQtzHfq27GOtSEiuE03x/arGn9pxNAW6OmWX/Gup0/WtP1WEvY3kUwHUK3I+o61HKzaFWE/hZpZUjpShRjiq3mkdScHvThID0NI0LA4NVry6S2TzJeEHUgZxSSTMiE8n6VRfUYkfMzKgPA3nH86GUkRR6xpF8MRXdvLnsHBrI1qODYRb7FwN5wBWpPZ6RfNmSytJSep8tc/mK47W9NgsdYBsZpY4HQF7cOSmc+/wDKhXbObFOEaMnJXKsxyaqK7JIGVihz1U4NTsSR3qq/X8a3PmUzahvrwFAlzLywX75Nbk816rN5bqQOnFYGlqJdQtkPeVf51289uqxEgcnpxVRimelgZy5W7mJFql/GN3lq2D9Ku2/iQq3+k20ijuV5q9HZxJEFZRnHWljsInyWUY+lDpJnoqq0LF4h0x2CreKrHs/y/wA6vfbA4zHMjg/3SDWBe+HLa5JbZgD0qivhx7YiS1nkicdCp4/KpdLsWq3c67zmHXcfrR5w7r/SubFxq9qMPCsyjupwTSp4lVTsuIZoW90yP0rNwaNVOLN24O9OG2is+S208/NcN5h9Gfj8qoSap9qP7mzupQfRNo/WrFvps10QZrWGCE9QwyxoUG+hbqxXUu2K2TSlrSCJdowTGAP5VcOS2cn8DUUFtBZRCOCJET0UVIOG6fka6IxsrHHOfO7j0znv+NVblh5zD0FW1GSMhqpT48yQ7s5PcVZBnXkk6keUwBx3FZ/23UI5QPlPPpXQrArrkgflUMdojTs7LlRwKhwTGptdTNj1+6iIWW2LAf3TWjD4l08qPOkeB/Rx/WpGtImcAKMUy60e3nj2lBk1DpLoaKsy/BqltcpmC7icezA1L57tzuJ+lclJ4UhEh27lPtU0Ntqtgu2GXz0HRZOv51LpMtVV1Oo87PUfnTTIGBAGDXOHXbq1I+02UgHdk+anN4ggnXEaTyMeyxHNZ8rRspx3uaMsMTsfOmO3vhsVX8vSI22JBAztwC2Gb9eaqRJc3hOzTSp/v3BH/wBetO20mC3YTvFE1xjllGMfSqjTb3FKsktNS7t2RqoGAB60AHHfP1pGOecdKcpJGMGulHENuTiDn6VQkxg4PGKvXIHlKMkZPTFUZMYJ46+lMCsMNxk55qzCeBVdWJYg9ckcU+JgKyq/CaUviNGNu1WQcJVFG5q2Dla5WdSKNxJsuEkb7qnJpia1pF5lYry3kPQrvGfyp07YlHPQ1HPbaTfnMtpaTHuSik/nQthozdZjtjEVgEakgscKO1crMcnNXfEGl21lqcTWEskETofMgVzsPpwelZ7EkVrBaHhZjKLqWS1RVY8/jV8H939Kz5O9XFbMTc9qs85kNwuVY46CqUnSMn6VoTcwt71nSH90CB0akVE6r4aSCLx5ZjOBIkin/vg/4V2XjBdvimU/3okP6Y/pXn3giXyvGukPnrcBfzBH9a9H8eoI9ctZf+ekGD+DH/Gm/hPWwL0MiBs8VoocJWTbNhwe1ag+7XOeoijeNiVWPQEGvWo23xq3qAa8jvOc16vZHNlbn1jX+Qrah1Ma/QsUUUVuYBRRRQAUUUUANY8E18862gu76Z8f62V3/NjXvuozeRpl1N/cidvyBrwWfBuGPXYMflUSOHGytZGPdWKSnZgEKMVjy6bcWcvn2krxSDkMjYIro85bJ6ZpHAIAIB96k4Y1pRehd8P+PSiLZ638kg4Fxj5W/wB7HQ+/Su3tb61u4xJBKrqehU5ry650+OYHKjNZYs7/AE6cTafcSwsDkbGI/TpUuKZ6dDMOkj2qS4MScLuFVft0QB861fb6tHkV5avibxUn/Lyj/wC9EDViPxd4nfA8u2PvsP8AjU8jO367R7ndXtxoBt5nK28UgU4MbBHBx2xzmuHthII/3ru7nBLOck1VFnJcak9/dNvuZWy5xjn2q+M9Mnt/SqUbHlYzF+2aS2QHpVeYYzVkc/5+lQTLxVHCaeg5bV7Qbc5cHH4Gu/k+ZlUHgdQR+VcB4YG7XLbP8IZvyU136g5DHqeetaQ2PSwS9x+oSFgAvHNWUTbGFHWoFUNL6gGrOQcZX8q0sdYxzsGAOc1II/3Yyn5Uw4LA4GPen8iMf0p2ATy0bs1RtZQMeYxn1NShsYwDRk5HNTYdyMQqvAA/AU/DAAcil3v3xmkYkHkEGlYLkbZ3dKYc5yUFKwcnBOaQ4B5HXjpTC46NsnAGMVUds9+pq0jYJ4NUmyQODQIniOyDJznHB9aVAVQnIzjr701RlFXsozzT2HyADg0AOt1LMXbFTkYyxHf1pIgETHGKVsbeFxTsAkQLsTtyBTiijja1EefQZApQ3J60NANa1icfMhIpgtY487UA/Cpdxx3H40BmAGCCPc80h3GhCDkZxSPkDnJp5LEcjI9qiYsR8p496VguNO7HQYpAwU/dx2owe4/SkyMg4phcS4bBQZ7VRlBYcGrlwxLqMcbapsuRzQIrEnPGOtOVgJDHklgAx+hpj/eOcfyqrNL5OqW+eBKjJ+OciomrxKjNQabNaN+auo3yVmxnJq/EflxXIzuRUnI8wH3qpc3GgFZHkS2jYDkqQjD8uasXblVYjqoJGfWvMntpr/UW1C9YPcuBnAwBxwBThG5z4nEqh6stQCTDGSSSQk8M7ZOOcVMe9JyDgH/PNLWp83KTk7srTDGfepFY+UfcCkmWo1/1eDnpTEWJOYQOazmHyuOa0Ad0A55qlIMOwz2oHAm0q5NlqtjdrwYLiN8/RhXtHxDgLWNldr0jkKE+zDI/lXhTE7CACa+g70f298PUmT5nktEnU/7QAb+hprVNHpYKVm0ef2sm7FbCN+7GawLJslSO9biN+6rmZ7ESjd8ZA4zzXrloMWkA9I1H6V5HdjdIg7k7a9gjXZGq+gArah1Mq/QfRRRW5gFFFFABRRRQBi+KpTD4avWHdQv5kCvEJn+Vj3Y817D48nEPheUE8vIqj88/0rxqY7uOKiW55eNfvpeREOP5UHJcY/GjtyOKF5bJz0pHCOAHfimmNe/an8qORnFH4D/OaAI/KU5457UwwYHHp1qcjrjvn+tBzng/54oHcYFC8/5700ryDwef8KlZee4+n41Genft/SkFxoHSkZNy9ulO6EDvmmtwfY0AaXhSItro/wBmJj/Ku6JwM9q5PwlCRe3U+OFiC/iT/wDWrqsA8kgn8q1hsethF+6J4sY3HoakY4H+c1GhGBggUvy565/GtLHQOBJ4PenZGef0pgGAOM/WlOe5FAx2Qf4jnNJnBztNABBJyM0bznBOaAHBwp5Xpzmo3k3ngn6UpUEdMH2FRnjg5pAGD3zQRzjimADAwSD9acxPsaLABcrnGelVGJKZGRVljj24NViNygYPPvQBOgwi+pGacnzNj0pHOSQegpY9oPahICwCB06+9NyT2o44y3P1oAHv0piH9Px9DRkccn86bz6AetAGR1HX3oGOJPH3jmgN6pQSy/xcUhIbqM/hSAVpQF2jiojk9yfwpSCORmozgkZz+dADj0zmgnAOP0pBkA4OR70hJOTgUWAilctJjnIA5quck8k+1Tvy3foKg6MTjj60MCrKAG69aydZ3L9nl7oxx7d/6VryHjsKytXXNnu64cf4VMtjGuv3bNK3mEsayA8MM1owvuGK53RZS9qUP8Dfoea3LZssRXHNanoYep7SmpdyLUVZQf7pU/yrhkUKgPtXod/GJbU4+8K4FlwMcjjHH0qqaPMzXePzI2XJzxwaaBjBp7ZOf896b3Gev/6q0PJGsu4dqqsCrD0q03BB7VDOnyg0DQQn7y+lVp+JM1LEcTEZ6imXI6560FLRlUmvoL4fS/afAWl7hnbE0ZHsGI/lXz5Xuvwpm83wUiZz5VxIn6g/1qo7ndhH77OKubdtN1m6s248mVlHuO36YrUiJaPrU3j23Fv4pEw6TwK5+oJX+gqCzGUGemK55qzPbpu6IIx52p20R/imRcfiK9hryaxj/wCKosFxw06kfnXrPetaK0ZlXeqFooorYxCiiigAooooA4T4my7dMs48/emJ/Jf/AK9eVOSTz0r0L4m3JN/aW4PCQl8e7HH9K88br3rN7nj4p3qsb7/nT1HPPfuaaDzxT/ywef5UHKGSehz7UE8cijjjHBNKM4Hf0/KgBONp7HH+NKRjOT9DSjPORnGR/Oj9O/8AKgBp479/6mmHpn2qXnOSe/8AWoyR+hoAjbr9P/r0OOPxozk/WgnIz70gOt8JxD+y5pSDl5cZ+g/+vW+Mgcr1P1rL8NoY9BhxxvZm/X/61a33QQRn6VvHY9ugrU4ihiOtA/2fWnKoP/11p23acDAFUaAG9xmlwAegz9aDz369gKTPI649hQMUjj7tJyP4fxzS9f4sUn3SMmgAJYDjmojyckH1qYoD0/lTduBwaQEZzzzQB0+YU4g+9JuwOR9TmmBG/wB08jpUUS7mj9OpxUxOQep46UyMfMDgAigB2Du4GRTgTjOMCgZJ3HBpwwTnB/KhAG4EjPWnKSOpGKUoOoAzn0pwzjGVFAAMEZODRj/Z/Wk/P8qUcgckfpQAmD6UAnHHB7DNKR3zkfWgAMPpQBG7MTyPyFN5xx+NSbOaaVOO9IBvc5akI9xTjwTkZppYE9SKYEDcyH6VHhhn5jU74L8jjHU1AwUHp+VAFdwCOoJHtWbqXFjJ3wQf1rRkOSeDn6Vn6im60mAJBC5/KoexFVXhL0M7R5dlwyHoy8fUYrooGw4NchBI0EySKeh/TvXSwSlnQA8HBrnmhZXUvBw7Gvc82zfSvP5AFZgCePWvQ5R/oxzzXCXsflXkyZ4Dn+tKmTmsdIv1Kh6j61GT09alJGc/X+lRE5PWrPFBulRuN0XuKlY9frUfG0jnmgZVPyutExzzTpBwp96Y/X8KCkVGr2b4OyE6BfRdlusj8UH+FeNSdTXrfwZYfY9WTPIkibH1U/4U47nbhfjND4lQYl0y5x1LxE/kR/WsLT2zDg9QK7vxxY/bfC9wyjMlsROv/Aev6E1wGkKZYi3YmoqrU9qi9DT0lfM8V2CkZIk3D8ATXqA6V5ro7LF4msXY8eYVH1IIFelVVLYit8QUUUVqZBRRRQAUUUUAeSfEWXf4i27SNkKLk9+pz+tcQxHetz4m+Ibax8ZXFrMkzskUfKAYGVzjrXFjxPp7csZlHun/ANeoadzyK9Go5tpGwtSdD61lRa/pbf8AL0FPoykf0qb+2dMPP26H8TQczp1F9ll8devTtRgFeD2FURq+mnpqFv8A99VKuo2Lji9tj/20H+NIThNdC2B83B/i/wA/zo7DI9v8/lVJtV05DhtQth9HBpg1nTDgf2hb/wDfdAck+xe4K8elMYDOfc/zqudU08pn7bBj1EgqJtV04DH22Af8CFFgUJ9mWulNOMmqZ1bTP+ghB/33Sf2tpp6ahB/30KLD5J9mel6A6PodmRkYTae4yCc1pqgIG3APcCvDV8Q6lpl/NPpt68SyMWK9Ub6qeK3rT4q6nEgF5YWtz2LKTGT/ADFbI9yEWopM9YETKOMmja+M4b6YrzmP4t2hI8zRZ1P/AEzuRj9RUjfFmxP3dHuj9bgf4U7lWPQwjZ+7/OlEZPVR9a84PxZtB10O4I9rlf8ACmH4u2g6aBP+Nwv+FFwsel+X/u9PWl8oHk4NeYj4v25/5gTZ97hf/iaevxdg6f2C2Pa5X/4mi4z0vyh/e5+tMZDkcY/SvP0+Lljg7tEuB9J1P9KUfFrTG5bSbtfpIhNIDvfLYZ601hj+E59q4qP4r6H0ktNQjx3wp/8AZqsJ8TvC8uA11dIf9uBj/LNO4HU4J4FCnHDEkHgDvWBF478LzN8usQp/10jZf5iub8eeIbW8s7FdL1GOVkkaUvbycoQMDkdOpouI9FAVuuOnU8U9Yieea8csfiNr9iQkzwXkY/57R4b/AL6GK2Yfi2uMXGiZPcxXGP5ihDsem7HzjBH4UgRscg/rXno+LVhsH/Eou8/9fC/4U0/Fi07aLOfrcr/hRcVj0bYem2l8vjovToTXmzfFuzH/ADAbn3/0lf8ACo/+Fv2w4/sGQfW4X/4mi4WPTvKz1IH40eUAPQV5mPi9AeRoRP8A28D/AOJqVPi7ak/PoUo55xcL/wDE0XGeimPA4Oc9xTPLbAxn864I/FvTi2Do90P+2q4pyfFfSP4tOvl7cFD/AFoQHdFcc4qM9eh/EVySfFPw2/EhvovYw5/kasJ8Q/C02P8AiZmPP/PSBx/Si4jpCCD1NQSL3PWs+Lxb4euDiLW7LPu+3+eKtLq2kzDK6nYv/wBt0/xouBFMQvG3NU5huVlx94EHitB5bU8pLbuPUOCP51h6xr+n6bEfNuIjIeFiiYFmP4dPxpA9jEIHY9M1s6U5cxJnlTtrnF1GxccXtsf+2g/xrpfDXk3A82KRJFDH5kbIzWEtjgy5TVf5HVlM2v4Vw+sRGLUZP9oBhXe5Gzb7VyHiiOOC3W6lKokZ2szHAwen61lF2kejmFNzotrpqc+QP1/xpnvzVVtV04DH22D/AL6FR/2vpne/gH0etrHz/JPsy4e9MPNVf7W0w9L+D/voUg1GxbpewH/gYosPkn2LDjK4HrUL8DilE9u4+WeI/Rwf60rhT0wfpSHZrcpSYr1T4NgF9WbceVi+XPb5ua8rnkSFSXdYwO7HFeqfBY2l1b6tdRMzSq8cR7DbgkY/HP5U4rU7MLFuVz1K4gS4tpYJBlJEKMPUEYrybQ42S2Kt0Vio/A16hq+ox6Vp73Djc2dqJ/eY9BXBQRiOLoASSTj1NKqexRW7IbcY1uyJPBuE/mK9SryedzFMsq/ejYMPqDmvU4JVnt45l+7IoYfQjNKjsx1lqmTUUUVsYBRRRQAUUUUAfMPxULH4i6xvOcNHj6eWtcDIPmr0L4vbV+JGpbO6Q7vr5Y/+tXnjnJzTAbzmkJNKTSZ9qGAm8d6QhG7D8qCAe1NKZpABQdgBSBiDikwRSc0ATFhjmmNITwnQ96jZ84FICe1AEoTuxqVAu9RxyRUCgn7xqRFAdTnoaANafg47AkfrVR+TVmZyWNVCeTVAJg0dKDSE9qAF30FhTDjmmEdwaAHMueRTQ5Xikyw700mkBYLcDPFMaYD7uSf5VE8nygYqNXPYUAThCeWNPBQdwKhAZ/vE/QVIqKO1ADw6Dpmr0HNtuA6kj+VUgAO1W4XxbkD1/wAKYEch61Dg1JKajoAADRux1pM4pCR3oAdvFNOGHSmEA57U35h3oAXlTUiPkfSoSTQH29uKQExkVc5J/CoyWlPoPSoDJzTgzngcCgCcKq9cfjS70HfNRrGOp5NShVA6UAKJBincHsPypBgDpS5pgGBnoPyqSIBZFPHWo6VThhQBBOq+c4IGQx7V6t8L5o/7J8kEZWV8j06V5TcpunkPqxrsvhhdPFr8tpklJYi2PQgj+hrOa0NKTtNHspkw/NUdc06PVdJubNwMTRlMnsccH88VX1W9jhngiaZIt5zlj1rRgmjnh+SRXx12nNcvU7nG6PmucSQyvCyFJEJRwRggjgimBO7Gus+JOmyWXiqS6VMQ3ih1PbcAAw/kfxrkQC33jXWndXPOkrOxKNo9KXetM2jNOCgUxCjB7CnAsv3WI+hxTR1pc0BYDluSSx9zmva/gDeFbvWLHs8Uc34glf6ivFM4FexfADb/AG5q/wDfFqmPpv5/pQB6T4ynZ9T0+z/gCPMw98gD+tZGe1bHjGD/AImenzgdUdCfxBH9a5W7vvKu44UBZ25OOw9TXPUep2UVeJZu48qT1Nd14ZuPtOgWxJy0YMZ/A4/liuKYiSEMO9b3gq7w91ZMfSRB+h/pRS0ZNZe6djRXxB/wnfjD/oa9c/8ABjN/8VR/wnfjD/oa9c/8GM3/AMVXQcp9v0V8Qf8ACd+MP+hr1z/wYzf/ABVH/Cd+L/8Aoa9c/wDBjN/8VQB9v0V8Qf8ACd+MP+hr1z/wYzf/ABVH/Cd+MP8Aoa9c/wDBjN/8VQB6R8ZItnxEvWHR4IX/APHcf0rzhuazL3WdV1K4Nxf6neXUxAUyTzs7Y9Mk5xVX7RN/z2k/76NAG4elJyKxPPm/56yf99Gjz5v+er/99GmBtE03disbzpf+er/99Gjzpf8Ano//AH0aANctTCeay/Ol/wCej/8AfRo82T/no350gNDJBOQakVvQVl+bITnzG/Ojzpf+ej/99GgDXB9qeGx2rF86X/nq/wD30aXz5f8Anq//AH0aAOqc459RVc9eK5/7Xc4x9ol/77NbsBLW0RJJJQEk/SmA40hNLSEe9MBppC2KCPU0wgUABbioy3NOJ9KaEd2CquWPAHqe1SBGSdx4zT1z2FaXiDRZNA8QXemPKsj27KrFTnBKgkfUEkfhVFSR1FMBV3Z6VIGI7VGGGaeGoAk3cdDU8JzG3saqhxVq2+ZX9sUwI5Dn8Kb0p74zTDQA2k/CnUxh70AITTSwoI468004pAIzVG5OBTjk9q1RoMj+EJddMgRVv0s0Qn7+ULMR64+X86QGOuf7tSru9KRQy9eafu/CmA8E46U8OfQ1GG4pwcYoAfu9jS5HvTN4pwINMA+lA+8KWnRjMi59aAK87/v5D/tGux+GKh/ENwxOGFvx+LDNcbcEefJn+8a6rw1HdeGdStdSugggnQqY85baeh/lxWc3oa0U3NWO/wDFFhDeGDzTymdpPv8A/qrW8Mz+fpasqYVRtJxgEjrWTfz22tBH8h3TGV6g5/8Ar1saNA+m6X5DqFUE7QD0BrluehY8u+JesJea5Hp8XK2YJc/7bYOPwGK4oH2rQ1+6+2eIdRuP79w+PoDgfyrPzXXFWR5k3eTY4MB2p2R6UwNzTtwpkjs/WlzTdwzShqACvYfgCwHiDVV7m0Uj8HH+NePZzXsPwBi/4qLVJf7tmF/Nx/hQB6J4suzLrSW6/cgiBP1bn+QFY+sWzL8NdT1G2jT7XFL5kcuzLKAVBwfzrQ8RJKniG7JRyZQhiUKTv+UDj15Bo8SX8Oi+B5tIEv8Ap80B3qn8O45bJ7cZFY/abZ1fZikY2jztNo8cskhdmQMSQO49q1vCcE8+vLNGCI4gWkb2IwB+P9KxrJI7Pw/BHHwBGor0bw3YCx0eIFcSyjzHz1yeg/AYqaauyq0rI+GaKKK6DjCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK6C3H+jQ/7i/wAq5+rialNHGqBI8KABkH/GgDXOaac1mHVJj/BH+R/xpP7Tm/uR/kf8aYGkc03ac81nf2lN/cj/AF/xo/tKb+5H+v8AjSA0fat7wRpsmreM9JtIxljcK/Ponzf+y1x/9ozf3U/X/Gtvwt4yv/CetR6vY21nLcRoyqtwjMo3DBPDA5x70ARSvLK9xJOxadpWeRm+8WJ5J/HNR5NQX+szX99c37QwRNdTNI0USkIpY5IXJJx9SaqDUJR/An6/40wNLbk0u33NZv8AaU39yP8AX/Gj+0pf7kf5H/GgDU2+9W7IfJJ6ZA/nWCdTmP8ABH+R/wAakj1m4iRlVIsEgnIP+NAGvKPmNRHPrWW2r3DHJSP8j/jSf2rP/cj/ACP+NAGoabWZ/ac39yP8j/jSf2lN/cj/AF/xoA0iDSYxWf8A2nN/cj/I/wCNJ/aU39yP9f8AGkBoHrXRa9ZXGn6D4XWTIguLaa6VT03PKQT9dqp+GK4z+0Jc52J+v+NdF4j8faj4i0vS9NurHT4YtLTyoHgjdXK4AwxLkH7oPTrQBntkOR70dazf7Qlznan6/wCNH9ozf3U/X/GmBpbKcFPrWZ/aU39yP9f8aX+05v7kf5H/ABoA08YpQprL/tOb+5H+R/xpf7Vn/uR/kf8AGgDWAqWAZlUe9Yn9qz/3I/yP+NOTWLhGDBIsj1B/xoA0gsX9oA3AYw+b+8A67c816laan4cu7a3h+12h4A2MwGwDtg14u2ozM5YqmSc9/wDGkN7Ieqp+VZygpbmlOq6ex71Lr3h7Sky15Buj5ChgzfgBV/4g6fr2leDV1e0lVU3IZtgO+FGHB546kA+ma+e7bUZIbmJxFE21wcMDg4OcHB6V6Hq/xx8S+INHvtJvNP0cW9xC0bmOGQMB6jMhGfwpKlFFyxE5qy0OEySSScnPOaMVR+2y5+6n5UfbZP7qflWhgX8e9OArO+3y/wB1P1/xpf7Ql/uJ+v8AjQBoDk08CswahKP4E/X/ABpf7Sm/uR/r/jQBpivbf2foc3WuTkdI4UH5uf8ACvn/APtKb+5H+v8AjXX+D/ilrfgqG8XTbTTpftDJvNzG7H5c4xtcetAH0l48ivprS0S11KGxt97G4LylGcY4AxyRnOQOvFcFb2YuJSsriS3X+LaQJPwPNeZav8WvEGs6k11d22nlwAqqqSbVA7AFz170wfFXW4ygNlprov8AAY5AD9cODWE05M66T5YHumiadNqupwBYGFhC26RyMK2P4R616VXy7F+0P4rgiWKLStBSNRhVW3lAA/7+0/8A4aO8X/8AQN0P/vxN/wDHa1hGyOepNydz/9k=", "path": "003493.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003494
Men Tshirts
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", "path": "003494.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003495
Men Tshirts
{ "bytes": 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", "path": "003495.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003496
Men Tshirts
{ "bytes": 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", "path": "003496.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003497
Men Tshirts
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", "path": "003497.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003498
Men Tshirts
{ "bytes": 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", "path": "003498.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003499
Men Tshirts
{ "bytes": 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