question
stringclasses
5 values
questionId
stringlengths
6
6
question_types
stringclasses
5 values
image
dict
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029584
Women Tops & Tunics
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j+H+dFgkznzMv+ZrTqK1gS1tYreP7kaBR9AKlr0Yq0UjyZvmk2FFFFUSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFcp4yvRGtvarjdkyH+Q/rXV1wXiTNz4gnUDPlIqj8v/r1z4qVqfqdWDjerfsYsOZIyrE4J3MfRaSaRZoyWyIkx8ufvHsv9aZcOVG0ZwOuP0qrdPhI17Lkke9edFa3PXbsXbeVipZjkk8L71nXyte3KwIpeOL5Vx0J/iP505XaONFAwXPyn37Yq/qajRNDVuBcSDCHv7k1SVpaETehzWpXKQSG2hIZl+V3Hr6CoQgJiXOArDJ9cVWhjWWIt3JzVuKMyKy7huP3T6iuxaI4m23cqzoyXEzkdDkfjWfcodzY781uT27fZmEq4kHy81QkhL26vgEr8rEH0pxkROBa0XlShHINbgiPHy1m6PBnUhGBwU310jWzqAQKwqyVzrox90qR7onBRse1a1ve9Du2t79KpNER2pI1IYetYOx1w0Oot9UOBnj8etXF1RQDuPPvXJx7lbIyKsmSXHBz9amxqtTphrCYBDfgKU6yCOGFctvkxSHzSM7yKLFNG/PqpxwfzOKy7nUzIcg5I7CqEittHJOe9N28UJENjZpXkOXbGfSqMyggjHFaBjwKrvGck1rGxlJdDmfEB22oTsWAxWPbRFlJweela3ib5DCP9uixiVLWJmHUFq646QR5VRfvGNjjDJNAANwHBq5pDj7UY3bEUy+W4I+63Y1QgfF3I7ZK9TWvNYF7ZbuzYEnqBxu/+vUyVy4EuoWf2fUYJ8YYEI3v71qXFtHceD0uo5AZLa4MU0ffB5Q/zqiJDqNorSrtnhIEiHgnHf3qfTbrHhLUbQ8zveRKBjqMnioXmXLe6M5pS6lh0UZA9quacrztCUOB5gIP4is9VdLhlYEFWKMDxitvQ42uNStbeKMBPMGR2wDzUtFdGz1cdKKKK9E8kKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACuGupom1nWGK5dAQD+ldzXB6xLHbajqy4G+bCr9cda5cV8COzBfGzBI3yls4C9Ae7VRZDLcHedy5G7FTzsYIADndjAPtTRkJGgUAMQT7jFcUVoejfWxNYiGfXTLcMPs9tGZWHZQOgrI8WatJqEX2psqHJjiX+dTEOyyKhw884TPoBz+VY2vzJd3i/Z2JtLf9zD746t+Jya3pR965hXl7tiOyAFqO/I/wDr1btmYT4zhlPyt7VQtpPLl8tlyGOD7VeCbZYweSODj+dXLcyhsbTXEV7beXInl3MXIUdHHqvt7VjW8AZZwrcMDkeh9aJpWkR0bO9fusOCPSl01yzuW4Yj5s96npcvdmto1uRq9qzdJImH1rrzaEgHHFc5pKsNRtD2UHFd4turYI+7XLUlqdtKNkYElmAD8pwTUH2T58jpXTSWYJ4/WoWsggPHWo5jY5827BhThGwOK1XtNuMjiomtyOlO5aKax0NHnpVryjnpgetKIcNyKVx3KTQ5AXoKVbYFeRgVfEIOdwqRogB9KaZmzMeAAAj8RVOSPDYPStmWPI+XqaoNDukz6VSZMkcL4uQr9lI6sxqKOQLEq+i7a0vG0ZX7JheN9YkTfITk9a7oO8EeXVVqrH2wJecP904/Kux8FadJfeIBbs7fZEiaSQDlWPRQfxNcfZqWjdzwC3512ek67B4P0CW8VRc6rfPtitxwERejN7U1ZuzIk2o6GVqElmmsz2zF7K+gchsN+7f/AAq1byKt6k7ovlKTM7LghyBx+Nc28F1dXc19ftunuJC7n1zzx6VYIeayZFyrRvgAcfLWckr6Fwb6luPzHnEsnJkfLZPWu18FW3nanLPs+SBOD2DE/wCFcPbRyLKVALfKoGfU9K9f8PaUNJ0pImwZn+eUgfxHt+FVSjzSv2FWnywt3NWiiiuw88KKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAGu6xozuwVVGST2rgNdie+le9SMhGkznvjoK9Bls1urZldtqZG7I6jrWZBpou4ZFTCmW5bbAeyKMc+9cGKm37q2R6GEio+892eYa9G6wW8RyDs3Z/vfj7URuskcLKCUA2sfwre8b6c9tbWMmw7FdkJ9DnIFc5YEmJ0xkH5gP0NYLWB17TKtwxg0yaYNltzoPqawoF325T+IfNXRatbefpbLACBCwfP971rDhTDqR/EMGt6cvdMqsXzajFQxJkjDHrV15BDA7MMFsED3qKRPMLMfuKPmY0XA82MEDp90fSnuyLWWgkbb5kLcFxg1Z01MRy5+ZgSpNRIMGNmxvA+X2NadnA0dsQMBpMsfb3qZSsi6cW2buh2xaa3YjG7PPsK7uGIDaFzyMkGuZ0K1I8tgmVVTXYQxnaGP3iMfSuObuzvirIPIytMNuOhBq4F+WnbDt5qRmTJbCq7WvPStpofQdu9QvBTewJmO1t2OPwpjQDAFabQDrR5GSPShIq5nfZyDzTni2jt0rSMWeMVHNFjnNDFcx5YxjjgmqRQFuMYFadyMKP7uaqLHlunAqkwOJ8eRkW1sw+6rjJrkYJAIXOe+a9A8a2Zl0WZgMmPDivNIWLJsPQ8130fepnl4nSqbFkS5ijJ2gnJ9BXQ2+nGaXz5MszD5I8Z2getZ2gWHmSfaJdrEnCoa7fSNIl1eURxuyWKNmefHMmOqrWcneVolRSUeaRz8lgJHAwuPu5FV3tNjPbrwzcMc5xXbeKJLGGeK3s4UjNvH5ZVBxn+pHc+tYFtAYd0mN0jHGWH8qz+HQ2glKPMT+GNIa51iFmX93CfNYnuB0r0qsHwrbiLT5JDzKz7WyegA4H61vV3UI2hfuebip81S3YKKKK2OYKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAopCQqliQAOpPQVh6j4v0XTSVkvBLIP4IBvP5jj9a0hSnUdoK4G7RXHQ/EjSHYiS3u4x2O0Nn9a1F8Y6A0Kyf2jGuf4WU7h9RitJYStHeLA3aKhtrq3vIFmtpkljYZDI2RU1YNNOzAKKKKQBVi2jj2vNKcqmAsYGWkb0AqpNNHbxGWUnaOw6sfQe9T2k94t2DBHbLcNGXLXDAJbJ2JPrUyvsjanSclzdEaRmhhCy6k9raWqEPKpbLMey4/pXH3utu/iYm1jkig+0M6PIm376jGR6ZFalz4v8EaC8qaj/AKbqA+Z3QC43v1yCOBXB3Pje11zWwYbD7LGq4RmfczYORkdKzqYKt7Nz5dFqdGHqR57M3/EO+e0udNvCrzqBLleje4rz6dv7KuI/4lVuR6qetX77xBIfEyGd8pMvllh+n4Vj6uMyMjHoflP9DXnxhZ+p2vVXOmk07MSToTJbyLuUj+73FcfqOmT6bqKxsCIJDuibs4rrPAeqmW3u9FuGDSwjz7cn0/iWte4tLW/tnsXRJAw8y3DcZHcKfUVPO6c+Vl8vtI3R5usRfDSAKu7ODVe9uvlkSE85wMDk+v4Vc1G3NlLLncyKdkSnt7H0NLp+nOJRJNtJxkDoBXSmrcxztO9hscCRSWtuUJdU3SKPvE+lb6xFHiiwA5GCo/hFZdvLFbzSOnzTytgu3XA9K1dHJk1JWYFzyef4jWVR32N6S1O30W02qr5OdgGK3VBwcHjtUGnQ+Xbrn7zKDn0q6FI5HT0rmOhsADt561JGMrz1po5qRRSE2BUEc1GY/l+apyDnpRt3D1p3EVTEMcAc96RYBuHFW9oPFLsz1xxTAqvGR0AqjcjA5Nabk5PpWXdnHOcj0qb6lIyrnrg/hTI4xjPWp5E3tux07VNFF8vSqHcyNXsxc2UiMMqy7SK8XvbKbSr9reYYw3ynsRXvtxDvgIHIrk9V0C31OJreZPmXJjkHVTXRQq8rs9jmxFD2i5lujlbado7J/LIWaXbHGw6gnvXe6Xq7WOi3SWjAyJIlpZxYzjA+Z/zP8q87iR7W9S3nG2W2lBOR1HrXY+HbnbfCRV2tGxMI6kytwp/Cru4u6MXDmVn0E1SJNPnjhlkMjrhZCDndKeSB9O5qzYQm81WQkZKD5R24GcUeO447CbQ4IgDKWl3yHq54JJ/HNWPCszR6xbRoAWk3u+Rn5QuP5kVMqbT5erKjWTg5HQaN5Ec95HCeGZZsezCteud0YeXqr7uC0RQe+xsV0Vd1H4bHm4he/fuFFFFamAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUdKACuR17x3aabI1tYoLu4Xhmz+7Q/Xv+FY/i/xl5+/TdLkIjBKzTqfv/wCyvt7964POa9rBZamvaVfu/wAyWzT1TX9S1aQm7unZe0anag/AVmAgdaKXbkV7cYKKtFWQg49aUDn1FJgL0FNZmPQVTdtxF/TtWvdHuhc2UpjYdR1Vh6Ed66RviTqrD5LazX/gLH+tcVibGV259DT0LDhlAPtXPOhSqyvOI7nTTeOtfmfctzHEP7scQx+tMh8WeIrqVYU1FwztjIVRj9K5+tLT7uLS4TeMoaduIQfbvWeIp0qVO8YpvorGlOPNLV6Ha32vnRLRGu7hry+UfKrH7pPc47157fane37u89xI24527uM/Soprma6laWVyzHuajJwPWscJgo0k5y+J/wBaF1q/P7sdEhqccGrWmbE1KF2xt5BP4GqhOeT1NOhJaWNF6swX8+K1xMU6MovszOk7STL1+q30LTRHbcQklEP8Y9qdd3Bltbecp/r0xJ7MO9WItHnVj54zg8KOScU28jbygJeEQ5wfWvg+ZaI9pwldtmZY3M+n61a3MBO+NsnHcd812uo3rTWkojG1om8+Ajrg9RXFyzIkTDu/3sdSPStuwkae0tmLZxmNwPTHSorLms2VRly3ii00qXwS5vot8gX5Wxgn396zJ7hWy8TbxjaAeMVJNKL21lKthUYBQvQYqK4iY2kpGBsTO8jpRFO+o5eRTxu+ZMHtn+ldR4XiEmrBcZGQq/jXI2/ywKqgjnP1OOa7Twur2esaCZeEuAwJ9+2adRaDonqEMWyMRgdBzUoj9OKPuux6YOKmUr071zGpDs55qQKMZFPPDYoAycUAN27hk9KTbUxBApCpHWgCPB7fnS7eKeo5pWANNCKM5IPFZk4LE81pXOAMelZpBz6ip6lIriLdx0xU6LtXHSnom48dqlCZ64z70wkRKm4FTWbc2wWRuOvpWsDh8Hio7iDepYdfemhJnM6v4cstZg3ODDdxj5Jk4P0PqK42SZ7MxxQybZLWYZfpvcc5+navTkGCeOayNR8JW+p3AkJMYbk7R1NXGo+oSgnscdrniNvEV9pt28H2drWN1dCc7nJ5I9q7LwPZs0MupOD8+IYSf7oOWP4n+VUNR+HkFxZ4s7p1uF5V36CqlhqGqeFXWx1vT5p7UxssM1mxVgT3967IVFKXM9zhq0JKHKjrtPMUk8E6nBeS5AB74etmuT8KSxXC27faw8scLbomOGVmOSMd66yuunGSXvKxwV7c1goooqjEKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK4fx94jazjXSrSUrNIu6dlPKqei/j/Kup1jVIdH0ue9mI+RfkX+8x6D868Qu7mW7uZLmdy8srF3Y9ya9TLMNzy9pLZfmJsizRmkpwAxX0KuyBQKd2pKM1otAFAFFNLY5qNp1TqfyqXOMdxk386Yu4ucjiq5uZWP7uIn61JG9wT+8iAHqDWaqxk9L/cBPx3OKdev52oSnpGh2IB0CjgVG/Q01WJZs9fWlUjepF9h30sOxnimMeeKfir1npTTQ/bLhjFaBtobu59F/x7Uq9WFGDnN2SHCEpy5YlS0s7m+mENtFufuTwFHqT2ruNE8M2Vnh5wLi6HJYjhT/ALI7fU1m2JREEcY8m36gJ95vqetaNtdXN27YUQadAMuenmH0zXxuPzWeIbhT0j+LPYw+EhStKWrLeq31tZWzE7IwegHU/jXnd7qUmoTMsHyxA/f6Vc8QalBqGoNuuCU6BEHAHpVBJrRk2pA0gQZ+Ztq/kK86lSUVd7lVqvPLlWxTC+dII4R1O3ce9dWymz0yCzjT5wmfQs7dvyqloUH225ZvLjSzgQyykDHH1qxLcNEr6xOAAzFbKL+83dvoKqp72iJpR5de5rQ6KtpYRxyYDL8xXP3j71Qu4J7mUW8CEk9ux9zWpYXDarBbEZMrf6zPQGtTUpLXQtPeRCHupBgNjq2OgHfHrXNzSUjuUE4nCCBhqEVnGNzoNpx6k12s1u1nBpUhA3wToFH40nw90FpVutTu4i80j/Lnt610F3ZR6jrdtZxoRHafvZ2/2+y+9OpLWwqcUkb5ulMhycnOaljnXqGFUjZgH+IUnkFTway1KsjVFwuO2aVJQ3OcVljcpqdZsDFMnlNHeD3p3mY75zVETZPtUhdtp6YFAuUuKR60HaM+tVBMMdaBNycYoDlI7xiFI4qlt9asXDh+tVdw7np0qUWlYeq7SKmYdCKrecMDPXpT/NDDrjFUDQOcegp6kSLgkVXklwORn3qLziPumgVh7xYfHap4+2e1VvtWfvClEw6jpQFjRTBGccVHd2MF7bvDMiujDBDDNQxXaBeWq0t1G/8AEMUJtO6JZ5L4q8NyeH7xLm2Zvszn5XB5RvTNRaf411qw4Nx9pj/uT/N+vWvRfF8EV94cucj7i7hj1FeMk819zlNaOMw9qyu46HiYyiqVT3dmelab8RrKchNQtntj/fT51/xFddaXtrfRCW0uI5k9UbP/AOqvB6ltrq4spRLazyQyD+KNiDW1fKactabs/wADlue9UV5VZfEDWbYgT+TdL/trtP5iugsviRYSlVvLSaAnqyEOo/rXl1Mtrw2V/Qd0drRVOx1bT9TTdZ3kU3qFbkfh1qLUtc03SU3Xl3Gh7IDuY/gOa5PYzcuRJ3GaNFcPdfEqyTItbGeX3dgg/rVA/E24/h0yH8ZT/hXTHLq7+z+KFdHo9FefwfE1Sw+0aYQO5jlz/MV1OkeJtL1v5bWfbN/zxk+V/wAB3/Coq4OvSV5R0Hc16KKK5QCiiigAooooAKKKKACiioLy5Wzsp7l8bYY2c5PXAzTSbdkB5x8RtX+0alDpkTZjtxukx/fP+A/nXE5zUt5dS313NdzHdLM5dj7molHOa+sw9L2VNQRDHKO5p1FJXUlYQE0wt6U7BpQtKzYEWxnPJwKcsCL71LikGSc0KlFbjDaAPSgcfxUv40mD3FXYQh5FNVTuGKd1Wr1lJHYYuXQO/wDAD29/rXPXqKnHmtd9F3ZcIc7sWbLTYxNF9sBLORthU8/8C9PpVu9uTd3KKhUQxDEaqPlRfaqOnkyLNcu3YqMnr64qZFQMRM5jt4/3krDqf9kfWvkc1rTqVOWUr2+70XoevhYRjDmXX7yxLfLDbkhQM8FzwB7A1L4j1H7HpVrpHzPJIglm8vjk/dGfYVh2k8mu+KrRZYvLtFkBWBfuqorY1GaCS8u9RusNlv3QHYDgDFeYqSurmrm2nY52BNJtpglxps8znlt02P5Cugsrnw7NAc6P5AI/vls1zk0z3M8k7MADnCDjAqSw3lfLbKOMkE/wj1p1E31MoOz2OwC6dHp8ywusdmmDPxgzN2Qf1rnbyddRuTNIUzjaka/dRR0AqvJqYmKxIoECKUjU84/2vqabDM3mfOikduKxUHE1c03Y3NKur22j8uyTczHjKg1dk028urhfPkM11N8pI52D6/0FO0C4VGcSWpmYgbCB0rrdHsLu9uPNMf2eNTwB/jWMm7nXDbU2rKJdK0yHT7IBp1XDN1Ce59/ar9jp8dlAVVcux3Mx5JJqe0to4V+6A3qKsbcnNKxm3qVSmeMc4qFoeeOKvFKa0fegakUWj2kd6ieP2xV90AHPWoWTdwelBcZFHa685zT8sMA1YMWG9qTYA3zc0rDuhgy3UU4Kw5GKdgdu1SADr60rAVZVJPFQMp7c1fK8cVEyc5qkhFPys8kUeTnmrYXcKNuOKAK4hBX5lNN+zo3AGPrVoqwOATSlQcHvQJsovagHgAUBEB+tWZBnJ71VKEcUDRIIYz2zUi20eOh/Cok+tXIm4HFMGRXdoj6bPGR8pQ5H4V4I3U19B3smzTbh8Y2xMc/hXz4Tnn1r63hv4Z/I8fMd4hRRRX055oUlLRQAAsh3KxVh3BwaCSxJJyT3NMZiOMGm7ialtJgOB5xR+FN60uc1KYC5NCuyOroxV1OVYHBBpKKT1A77w58QHV0tdZIZDwtyByP94d/qK9DR1kRXRgysMhgcgivn011nhDxe+kSLZXzM9i5wpPWE+o9vUV4+Ny9P36a17FJnrFFIrK6BlYMrDIIOQRS14ZQUUUUAFFFFABXIfETUfs2hJZq37y6fBH+wvJ/pXX15P8Qr37R4kMAbK20Spj0J5P8AMV25fS9pWV+monscketPUYpg+9UlfTx3IFoxQKWtUAbaXFGaTNMAzQSR0oJxVWeUlvKQ/Mep9KzqVFBXYwkuHLlIgGI6mlH2peSFI9KdHH5a8Cn+aB94EViot6ykwJ7RPPmVWGOcsD6UXTm5uCE4UHAq1psRlNxInIigZyfQVVyI164OMCpac6kn/Klb1ZrtBef6GhpkXnSSBBkRJhV9f84o1OArdR2nPygGT3bvWj4eQQx3EhTPkpvc/wC0RwPwA/Wq90jtdb3PzMuSfQkV8dmLTxDtstP69T1qEX7FXK2ixk+JEe3+dVR0J7AlT3qSz8LXuoXirPKZI05cQ/OQvtjvUWmW95PebLQKlvCcyszbVPqCe5r0fRJbfw/pccdmUaV8nzNuWwewFcnMk9TaELrVHJeKbXSLSx0y0023ltxFMfOa4jKs4x6nrXN6tGtvc77ZxJHIvJQ5rq/FGsT6nMsV2ZpPK+ZFbBC+/ArjpluJW/cRjHrnr+FDkmyakbFKKJlO4/dPrwRWtY2MlzMnpiqEtjcyALLOF/2QOa67wtbNqbC1BAlQAMQOce1ZVZWV0TRh72p13hPRUWyM7D7zYHHpXaQwiJAq9KrWNstrbRwqMKgx9avg8cjg9PauZO+p0yfYkVSOCOaUdTikU4BGetAyOppmeou0U0jjHal3AHk8U0HJ5oGNdAMmogBnOKkdsnFNUY5oKiM2njIpuzJNSnJAxxSEYpXKuQ7R1x+FGckDpUhAzmoyAWPPWhBe46omQ5qTORgU0kgYP50DIskcY/GgYNSHkYpoBHQ0ANHOfam9zTh1zS4De1AiE4BOaiYZOR0qwRz70xhntQUisFwTVmJscUwAEn1pVG05YUwY3W5SugXxyMCB/wD0E14L2H0r2rxNMYvC2otn/liQPxrxavsOHF+5m/M8bMX76QUUUV9IecFIRkEUtFAEKO4Xa+Cw9Kk6jkUHh8gc+tABB+aoimtBjShHIpuRUlIQDScewhtGaQgj3pO1TdoBc9qQ0tJSYHpnw+8Rfarb+x7hj5sKkwsf4k/u/Ufyruq8C0++l03UYL2D/WQuGHPX1H417rY3kWoWEF5Cf3cyB19s9q+fzHD+znzx2f5lpliiiivNGFFFFACMwVSzdAMn6V4Lql61/ql1dscmWVm/DPH6V7T4huxY+Hr+4J+7CwH1PA/nXhNezlUbKU/kSyRafTQBTq92KsiQpc4pO9FVcBc0hbFITUE0m1eOtROooq4Dbi4IOyPlj+lOt4Qoyevqaihh5yeSe9Wd+0Yx0rmp3lLnmMlApcAjmq7TN0UZNIIHk+aWRgv91eK6PaX0irgb2iRp9n1bAAP2QnAPoazA0fnBpfuqMkevtV7QTFDc3EKrt8+1lTPqduR/Ksw/PJz0FZxT5prvb8jST92J1fhvMulXRJ+eWUgn6gVJe2yzXcvJREIUAfxHHaqPhO6UXUtm2MsfMTPcjqK17tlDtIoHDbY8929a+OzSm6eIl5nuYOSnRiVrSGSWVbeFEBU5jXHC+pPvVx76OxjFoswNwTgPnIz6nHapbeL7NYnkrJIPmP8AEM9qqwxQ23yiFRHzvmY5Pvj1NeW5dWdSjbYzTpd3f3Dz3l4UsgcgRcGSo5LyIObbTICUTkuBn8zWhcTRTr5sh22qLhIs4Le9YcmoSXB8qFBsHWNeFH1Pc1Su9yGkiNxczO5jkC467Rn9a734cW7JFLcSRgTHjfjkisHQNCub6b96CUY88YAHpXqenafFYQJHEoAAxx2rGpK65UCjyo0NvenAEd6Yv3uTT1AOahEEq8DAGaDk800D0zRuPSgQpUUwnHQ0Yy2c8UbQ3sOmKAE2j0600lgp4xUx4GCaiYEtg0FITkjPFNdwO35U4DqM03b1wOnbFIY0spHXmmEN+FBAPOMGlP3cUx2EGaGXjNCjnmnYzQAzaD2pMYBp+MUAUriIeCc4p2OMelOI56UDimMib1phqVxUZHOe1A7jcAcjrSNzTjgHIpOSaGM53xnMU8MXi/3lC/qK8j716r46OPDk+T/Eg/8AHhXlPevtuHY2wrfdv9DxMwd6vyFooor3zgCikoouAhz2OKbyPenjAXJpvmJnGefeodurATnvTuT9KNy46UFs+1Ct3AGxjFRdDUnemMM81M9dQE60tNBpagAr0/4bamZ9Mn06Q5a2ben+63/1/wCdeY10ngO9a08VQR5wlwpibn2yP1FcuNpe0oyXbUaPYaKKK+YLCiiigDk/iJciDws0XOZ5kQfhyf5V5Io5r0L4oz/NptuGPAeQjP0A/rXn6Cvo8thakvMljwOKWj+dGea9QkM0hNGfbNNJNS2Ma7YBqFV3vn8qVzmpI1wKwac5APRcdqdjPvSjpRiuhJbAIqDOe1PLUlJ1NVtohE1rOYrqKQnAVufp0NRBduec80hOBinCkl71x30sWtF412yPP+s/oa7C5hR7q2j6qcykDtXKaEofXbMH+/n9DXYDD6hcTscIg2D2FfJ57FuvFLsezlulOXqZ+rasbe4t44UEkssgVUP93pn61W1vVraEtbhfMdOCqdA3vXPTarINa/tCIKSjZjDjIAHA4/WqxLTu8sjEu5LE+5rfD5PTly+0Wy19TCpj5XfJ/SLFzeTXZG5iE9PX611nhrQDcW6ygYjY7hXGKP04r1n4fTpP4fCk/vIZCh+nUfoaM7wsaeFi6ask/wAwwNVyrPnd7o6PTLCKzhCxjBxzWlHkduKgXkk4qwpwAc49q+RPWY5c96mGMYqHdzzT168mmTYl6jBPWjrQGDHPpS/QUEMbgZPFG3POMU7ikpAMxk00qM8k1JztJNNwDQMjGMHbx9aGHcNSn07mj7vGCaLFWI2Apuw+tTbefrTRwTnpQCZHtOakBAFBwegNKqnnNJg2MNIemKkIwORTW6UAQmk4pzdeOKbz3ouFxO3rTGNOHXFNIOTTATA9aSkOaM8ZoZZxPxDuAmkQQZ5ln/RQT/UV5rXV+PdQF3riwK2Vt02nH948n+lcqK/Q8oo+ywkE93r9589i589ZsKSlpK9I5goPSikPSkwGvtGMn6AU0qGXkAUpIBOyMsT3pQG/i61k9WMj+6acG7YpxHqKbilZoB2aSlwaP1qxEYGCRS96Q/e4pe3eskMKnspzaX9vcqcGKVXB+hqD8qQjqKJK6sB9DKwdQ6/dYZH0NLWfoNwLrQNPmBzugTP1xj+laFfJVI8smuxYUUUVAHl3xMcNrlqg5K2/P4sa4xeBXV/ERt3ikrj7sEY/ma5UCvqsFG1GPoQ9xaCaXtSZ4rsYhCeKjY4p5NRkVnNjGrljnNTr060xRipB6UU42AdSCg0o6VsIDQKKKYCHk0vak70opIDQ0Ngmu2ZJxl8Z+oNb+t3TW2iz4G1532A98Hr+g/WuThmaC5imTG6Ngwz7Va1XVZtVnRpFVEX7qL0B9a8zFYJ1sRCp0R2UcQqdGUOrM4IAM05QcUpp1eiopHGNGQfrXYeAdZh07U5rW5fZFcgBSTwHHTP1FcgR6dR0oDbvY9wayxOHjiKMqUtmaUqjpzU10PodcelPU+nNeOaN441XS1SGRhd268BJTyB7N1/OuysfiNpFwAtys1o/fcu5fzH+FfFYjJMVRfux5l5f5Hs08bSnu7HaAjoe1OznkGsi18SaLcgCLU7UsegMgB/WtSGeCZP3U0T/AO64P8q86eHqw0nFr5HR7SL2ZOOAKere9MHTrSZAPYCs7MVyTrzSleM0wMOhPFBwehpBcU5PSmOwJHFODAio260rFIDwc9aUNyaaOf4sU7IB9aEN7C9CD3oKsTnI5p6DjPUmncYqiBoXA5pCM04HceeKQ1LQETepNNY8U8qOSDUTK2c44pWKQ1vSmFsYp/8AHTCM80hjGfmm5zSkCmNkGncaFLDFZet6omk6VcXcpHyjCL/ebsKuXVxFbW7zzSJHGgyzMcACvJfFHiKTXb4BCy2cRxEh7/7Rr1cqy6eKrJte4t/8jmxWIVOOm5iTzSTzyTytukkYsx9Saj6cUgwxz2H60tffxVtEeELSUUUyRDQTilpvuenvUgQfaSXOM47EVMGDjPWopFUfdAwem2iJsisIykpWkxkw+lBFJn8KdWy1EIB9aQ8UvQ0049P1pMBjfeFKCaRuCMH8qUZrLqMXt3xSHpSj8fwpMUxHsfgWYS+EbMf88y6fkx/xro65H4csT4YIJ6XD/wBK66vlsUrV5LzNEFFFFc4HkXxAOfFs3tDGP0rmhXTfEBceLJSe8MZH5VzIFfW4P+DH0RD3DNIaX/PNIcV0MQ0+9N796cfpSAZNZvcY9eOmcU4UgHNLWsRAfalxTSeRTqpbgFIpoPSkWlfUBSfmpaT+Ol70wE70H9aWiiwB1paQdaWmgCggN1/OiimAmGA4IP1oDEdVP4c07NHNFgE3L3/UU5ZNnKPt+hxSUYHcClZMq5ai1G9h/wBVeXCf7srD+tXI/E2uQ/c1W7H1kJ/nWQUX0FGwe/51nKjTl8UUwUpLZnRx+OvEkQH/ABM2cf7aKf6Vbj+I/iFcbpLaQD1gA/lXI7efvGjDD+L8xWMsDhpbwX3ItV6i+0zt1+J+rjraWbfgw/rVlPildY/e6ZC3+7KR/MV59hvUflS/N7Vg8pwb+wi1iqy+0ekx/FKLGJNKkH+7MD/SrKfFPT/4tNuvwdTXlvzei/nRlvQfnWTyXBP7H4v/ADK+uVu56ynxT0kdbG9H/fJ/rUg+KWikYNtej/gA/wAa8i+b0H50fN/dH51P9h4P+V/eP67V7nr/APws/Qz/AAXg/wC2Q/xoPxN0Psl5/wB+h/jXkHzf3RR83oPzpf2Fg+z+8f12qeuf8LP0UA5guz9Ix/jUTfFDSedtpef98r/jXk/zeg/Ol+f/AGaFkWD/AJX94vrtXueot8TdNIwLK7P/AHyP61E3xNsQPk0+5/FlrzLD+q/lRh/7w/KqWSYJfYf3i+uVu56JJ8TE/wCWemOT/tSgfyFUJ/iPqMmfJs7aP0LZYiuKw2fvn8BRsB6kn8a2hlWEhtBfMTxdZ/aNHVNe1DViPtt0zoDkRjhR/wABFZvLcfdX9TTgFHQYorvhTjBcsVZeRztuTuxMAcAYFLRRVCExRRRQAUn8qWkpAQFNjYByD2NRoQJDxwatFVYYbpVO4DROGwPr61yVY8nvLYZbU96d9arxSArwMH09al3A9uR2NbQmmgHGmnB9T9RzSblPOefpR75P402xDXz6Z+ooGPUflQ3I45oB4xnj9az6jHfg2frSH8vxo/Q0eoJBqgPTvhlMG0i9hzyk4bHsV/8ArV3Fee/C9xt1NNvI8s7vz4r0KvmMerV5f10KWwUUUVyDPI/iBKJPFkoH8EUan64z/WuZ6Vs+L5BL4t1FlOQJdv5ACsYe36V9dho2oxXkiHuFIcd6UUhrdiG9aABRSjGalAOFOH1pBS1ogEP3hTulNH3qXNNANelXpTXpVPFT1AUfeJo7mjOAaBTAWiiiqAWiiimAUUUUALiijNGaYCUUUZpAGTSikooAKKKKACiiigA4paSigAooooAKO9FFAC0UmaXNABSUc0UAL2pKKKACiiigApKWkpAFFFFACUUtNNSAGkZFkUo44NL2NA6daTS6jM8o1vIUbkdVNTq4OAfl9M9vxqaSMTLtPBHQ1WX5W2nkg4IPFcfs3TlpsBYBOTyeOoNLkg9gfX1pgJxkgf73+NKD6MMH1FbJgDcj196FyByMA/jSn0PB9PWmjjpuH60PcB4BA4HXtmjn0/Kk4HVSM96XA/2gf51SA7r4YyAahqEXILQq2Po3/wBevS68t+GjEa9cruBDWx4+jCvUq+czJWrv5FLYKB1FFIWCgseg5rhW4zwrWZjPrd9KxyWnc5/GqYp9w++5lfOdzsc/jTK+xpq0UiBKPrRRjJq2IaRml/Gj/PSlHSkkA4UtJS9q06AIOppe1IvNLQtgInPI9KeOlMk6inj7tZr4mMRz8o+tKOabJ/qifTmnKOM0/tAOFLSClrQQUUUUwCiilFACUUUtACUUc0UAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAC0lFFABRRRQAUUUUAFFFFIANJRRQAhpDS0lSwBec03uRTl649aTuanoAfhTJVJG4EA96f8An9aXB5yCR70muZWGQAnryh9jkU/n1BP060xlKHA+7/KlxjquAO+eKxWgDie3PtxTVIHGcD0FKc8DgjtikHfAAHvTe4DhkZIGPb1o+uQf1oHXr83Y0uefvZP0qgOv+G4/4qWXLgf6O3H97kV6sK8i+HrKviyMEctDIB7HFeu18/ma/ffIpbBVe/cR6ddOxACwuST/ALpqxWT4nnFv4Y1GTGf3BX8+P61w0o800vMZ4iDwKXikpa+yRmHvR+GaOlGaAExSijvQOuKAFpaTPpSnpVAA6UtIOlKelPoBC5+YVIfu1E/Mg9KlP3ayi9WMRuYiD6UKRgUvVfwpkZyo+lU90BLS0gNLWiEFFFFMAooooAKdTaWgAzQTSUUAL2pKKKACiiigAooooAKKKKACiiigAzRRRSAM0tJR2pgFFFFABRRRQAUUUUAFJS0lIApDS0nWkwCmk0tNNQ2AoI3Ckz8xpsefMIpe5NTe6GKOnWl6n1pB0/rS9euPzqkIa6naSByPXvTFH93r/dJ6ipfwGaiKjdtx7gjtWc1rcYo5+6p+nSkU8kAlvUGlHzdeWHfpSYOen41ID+fQMo7UnA4+79aTaM9Np7Y70oz0zn0yKoDpfAQP/CXW3fCSc/8AAa9hFeNeByB4vsfkLcsOuMfKea9lFeBmn8ZehS2CuY8fT+T4UnXJzLIicfXP9K6euH+Jl0E0qztgRmWYuR3wo/xNc2DjzVorzGzzOlpBS19YjMMUHrRxRigA4oo70tABRS54pv8AHTYD6Q0opG6VTAhPMgqQ/dqLOZKlPSsYdRir90VEh6j0OKlX7oqHOJXGOvNOT2YE4pRTQaXNaJiHUUlLVAFFFFMAooooAKKKKACiiikAUUUlAC0UlGaAFoopM0ALRSUUALmikooAWikpaACiiigAooopgFFIaWkAhooooAQmkzSmkqWAhppxSk01ulZyYxsQzPI3oAKcT9D70kWNhPqfSjqeP0qI6RQDwT2pfqPxpo+lO/PNaIQdB0H50yQArkkgjofSnEe2Pxo4xjGM9jSauAzBIz3PXPejoc5wf0poXgjt060o4HBx7ms0Md264HrQRkYJJ96OD0+b1o4PbB9qoDe8GD/ir9Oy/wDGfx+U17QK8R8KPt8V6axUn9+AQPoa9uFeFmv8SL8ikFeWfEe587xDFACcQQDI9yc/4V6nXhmv3pv9fvrnOQ8zbceg4H8qMqheq5dkD2M4UtJRX0CIFooopgH50tJ2paAFzSL3oOcUq9KfUBaa1OpjGnLYCJf9YalP3TUQ+/UrfdrKGwxU+7UMvyyo3YjFTL0FQ3IPl7h1U5oqfBfsA9W4p4NQq2akBpwlcCTNFJS1qhC0UlFMAzS0lFABRRRQAtJRSUgFopKXNABRRRQAUUUUAFFHSigAooooAKKKKYBmiiikAUUUUwCijNJSAXNIelFJkUmwCkJopp4qWwEJ7UyRtqkn0pxNQvlmVM9TWE5aDJ1BWJR14/Km8EnOPwp7cCmr9at7pAPHt+dHJ9/rR9eaU9OnFWhBz1wPrSf5OaXrSf55FADGwGz69aTofQ/mKc/TOOnpTQcdPyrN7jHE+v8A30KDz1GV/vCgdOMn1ozjnt2NMDU8NnHiXTcNyLhPxGa9zrwfRCP7e0/d0+0x9P8AeFe8dz9a8TNfji/IpGfrl5/Z+h3t0Dho4WK/XoP1NeEkknJP1r1n4iXQg8NeTnDTzKuPUDk/yFeTd66crhak5d2KQtLSUteqiQozRRTAXFFFFMBD1x604dKaOtPoQCGmN0p5pjUpAM/jp56VGfvVIfuVnHqMcOgprgFCDyCKcPu0GtGtLAVIWOzB6qcGpwagxsmcevNSA8VzU20rMCbNKDUYNKDXQpCJM0ZpoNGafMAuaXNNpadwFzRSUU7gLSUUUrgLRSUvb3pgFFHNHegBc0UlFMBaKKSgApaSigBaSiloATpRRRQAUUUlIBaSjOaTNK4BRRSGlcAJxTPWlprHArNsYjsAM9vWorVvNYygfL0WoLyUnEKH5n6+wq7CgjiCjsK5oS9pVstl+YDmNAPvSHk0q5xXStwHc5/wo79RRS9B/jViDr2FH4Uh/wA+tH5UAB6ccH60wE9vyp/4CmHgnjH41Ehh74bHrSjGTwD9aAe5J+uaDSAvaIduvae2wki4j4H+8K957n614PoI3eINOXJ5uU6Hp8wr3jv+NeLmnxRKiedfE+4+fTrYY4DyH9AK8+BrrviPOJPEyxg/6qBQfqSTXIDrXo4KPLRiiXuOxS0maK7UIU0UUUwFpDQDQBk0AOHApaKQ1ewAelMNONJUMCJvvjNPPSmv2pW+7We1xkh6U3OTSnkCmirbERzDDq3bODR36U+Uboz6jmmA5ANYtWkxjhSikFKPxq0A4UUUVSEL370tJS1QCGig0tABRRS8UwEpaKKYBRRRQAtFFFMBKWiigBKKWigBKKXvRQAlFFHWgApKKKlgJSc4oPWkPWpYBng0hNITio2YCspSsMeTiq884iQsevYetJLMEXJ5PYVmyyPI25jn0HpXDiMTyq0dxpFmxQzXDTPyR/OtU8Cq9lF5UCg9TyaneujC0/Z0td2JjR96ngU1RTx0rogAUtHak6VYgoo49KWgBD+tNbr604/lSHkYpMYh/Wk6DgcUe/Sk+lQ2Bp+HQD4l03nk3CdfrXu3evDvCYZvFmmBRk+eP5GvcBXh5o/fj6FI8a8cyiTxffYOdpVPyUVzwrW8VsH8Waowzjz2rJ7V7FBWpxXkiWKKXNIDS9a3QhaKT8KKoAPFOXikAyfanCmgFpCaKKoBKSnUhFSwI5B8tB/1dK/K0LymKza1GOU7ox9KaOM0Qn7y+lB4Yii94pgKORUKfdx6cVMp61GBhmHvUz6MBRTgabS0IB1FIOlLV3ELmikpapALRikpaYBS96BRTAKKKWmAlFLRQAUGiigAooooAKKWkoAKKKKADvSGlxTaACig0hqWAn86aaU001nJgNYmoW5qVqiYHHFc1QZVnGBk9ait4vNuFXsOTSyP5jewq3YR/K0h7nArz4wVWskthl0DApjGnt65qPq2a9eXYQ9RxT+KaKdirjsIKSl6UhpsA6UfhSZopXAXrzijoKKKAGHrzSHp0pzc80w/lWbGb3guNpPF+nAdVkLHjsFNe1ivHvh9GZPF0BxwkUjfp/8AXr2EV4WZu9VLyKR4X4jO7xLqR/6eH/nWbWn4lXZ4n1NR2uH/AJ1l17VL4F6EsWlptLWtxDs+9J3pByacBVLUBwFLQKWtEAlFBNFAwpPwpaSkIa/Q0idKV+hoT7oqPtDGN8kobseKfIPlz6USLuXBojbK4NK2rj3AYjDJFI2PMI74zTeY5tp6HpQ5xcL7qRWfNpr3AkFFFKBVoQClooqgClFFFUgFooopoBe9FFFMApe1FFMAooopgFFFFABRRRQAUtJRQAUUZooAQ9aQ078aaalgFNJpTSGoYCU08U6kIqWA3GTRtB7UuKXvmoaQzHYbWZR1zgVqwoEjVR2FZ0I826BI4BLGtQVx4OGrkDEYmkXrSPTlGBXZuwHjiikpa1QhaaaU0h+tJgJ/Ol60nSgdakB1HNJ1pfaqATGRiozxUnSmsM8+tTIZ2/wwti+rXtzj5Y4Qmfcn/wCtXqFcV8M7UxaDcXDDHnTnB9lGK7WvmcdLmrvyKR4f4r48WaoP+nhqyO1bXi9GXxdqeR1mJH0wKxcV9BR/hx9ESxBS9aMU9Rge9apXAAMDvSij2ozzWiEL0prPikZsCqzOWaoqVOXYZKZiegpBI9NValCjpWScnrcByvnrT81HjnpTxW8W+ohsn3TTkHyimv8AdqQdKaXvDDFREbZPY1LSMuRTkr6oCKdN6hh95eahZtzxmrSmqU6mKVcfdJyPauatouYCyPpT+tNFOFbRAXHNJ3petL3qxCYo70tFMApaSlpgFFFFMBaKKKACiiimAUUUUgCigUUAFFGfWkoAWiiigBKKKSkwEpKU0lQwEopaSpAKaeA30NOpG5VvoaUthmfYjln/AAq/9KqWIxCKtE8VzYdWpobGnlqkH0qMdaeK2j3EOpRTRSitEIU9KbSmmnrQwClpOKUe1JDF+tLSUUxBSHp9KWk70DPcfDVkLDw5YW+MMIgzf7zcn+datcz4G1f+0/D6ROwM9p+6f1K/wn8uPwrpq+TxEZRqyUt7lnl/xKsFh1m3vEXAuI8McfxLx/Ij8q4sDIr2HxvpEmraA3kLunt281AByR3A/D+VeOhxz7V72XVVOik90SxaWmlh60Z4rvuiRc0Zpv60A80rgMk6HFVk5YD1q2wz9KrlDsJHUciuerFt3GWQmBS4xQj7kB9aDXQkrXQBSikGRS800IRvWpByKjbpTkPanF6gOpaO1ArQBCvNV7pd0J9uRVk1HOAImJPas6sbxaGMU5APtTxUcfKL9KkFTDYBaWkpatCCiiimAUtJRTAWlpBRTAWikooAO9LSUUALRSUUALRRSUALRSUUAFGeaKKQBSUGkpMA+lJ2ooqQCij8qO1IBKB19qO1JSGVbdduVI6E1OTkcc1HjEz/AFzTyeK54LljYAX2p3NMTntmnd6uOwDgfenDpTR604VpEANManmo2NKTAUU+mAU7FEQF5ooo6GqEFIetLSHFAHT+BNTOn+JIombEN0PKf6/wn8/516+K+e4pHhlSSNirowZW9COle7aNqC6ro9rer1ljBYejdCPzzXh5pS95VF10LRerx/x3o8Ola9vtwViulMu3srZ5A9u/417BXCfE+x83R7W+Xrby7G/3W/8AriubA1eSql0YM8onYqeKijuiJAuTz0q4oWRearTwxqQS20jpXq1IzT54vQRYWXPUH8Kl4qos6ZwWGfUVKHyPvjFbwqprcROCDxQmD8vQ/wA6qvcKhwnzfSnxy/aGClSCOjA9KtVouVuoEigxlkPQHIp4PHWlaMN13AjvmoGjkB+8D9at3h00An3ClyKqRxFm/eSbTVlYQvJcmiE5S1sApoHBB6Ux5o0+UtUyruXJGM9quNpOyYhQc0tJjaKjaQdq1crbjJcgVRnnMoZV+4O/rSu7St5SZ5+8fSkuFENsQB7VyVqrlF22QEsRzEh9hUoqGAYgQHsKlFaU/hQDhS0gpa2QgoxQKWmAlFFFAC0UnSlzQAUUUUAFFFFABRRRTAKKKKQBRRRQAUlLmkoAKQ/nS0nekwEoooFSAUUGjHegApMcUtJSGRSD94D6ikPSpJR8oPcc1C/Q1hPRsB6dOtL/ABccikThRSryxI/KhbIB3Q0opp4pQa0WgC/lUZPz4FPzTF5diamT2QDwM07FApe3tWiQCUClpKBBSc0tJxQAn1r034Z6iZtOutPcj9w4kQd9rdf1H615lXQeCtROn+KLQlsRznyX57N0/XFcmMpe0oyQ1uez1T1XT49V0q5sZeFnQrn0PY/gauUV8ym07os+fNU0650u8msp18uaJsH39CPY1kG3YsSSST3NfQGv+F9P8Qxr9pUpMgws0fDAeh9RXPj4X6cB/wAf1zn12rXrPFUqiTnoxWPIFhIccZqXyCx6V6drPgDT9M0W7vUup3eGMuoYKATXAqmeAMn2rqoQpTTcXoIpJak9atwQCOrItZ8ZEEp+iGnCzu+9tPj/AK5muunGjB6NXK5JdiLFBUGpWt5l+9FIPqpFR4IPIOfcV180WTytFaWElcqeaq75B8rdq0qjZVzytc9Wjd3i7CKcUqwtlogT61Ob5T0U5p7Qow5FQNagdDWdq1NWi9ABrhn+npUTPIf4c/jUq2+DUgjxUOFSfxMCstyyDAiIrR0LRrzxJqaW1sh2jl3YfKg9TWj4b8PN4i1I2wlEUaJvkfbnAzjA969h0rR7HRbQW9jAsa/xN/E59Se5rixVf2PuXu+w0jxnXNOj0rWrqxjZmSBgoZup4HNZ4rd8ZH/ir9R/66D/ANBFYYr1KLcqcW+yExaWm0tbCFoooqkAUUUUAApaSigBaKSl7UABooopgFFFFIAooooASlpKWgBKKKSkAUlL2pO9SAUUUUgCiijvTAKSj60oz+FIA4IxVWTqBVoVXlB80+nWsq60GSLytIpAB9aSI7kP5U0fPHkdRwRU30TQAZlxwacj7uRVYjLE4wRUqYHaso1JN6jJqE6k+9J2qLEyEupyM/drVys07CLfak/nUUU6yjA6jqD1qWtlJSV0Anejr2opM0XELSU0sAOTTPNyeBmoc0hkhpY5GikV0YhlYFSOoNMyMZqMSbjwOKmUkgPo2iiivkiwooooAq6lYx6nptxZSkqkyFCR1HvXIp4XtdMkYRoHx/E3NdxXL3V2xu50b7okIArlxdScaajF6HpZdFObuizZrkBQoHHp1rZgiG0McEj2rMsBtYY7itePCrgYya8m7ueu7ImEEbqd8aHPYqKZNp1lNgSWkLf8AFTLu6dcd6k28YyfxrZVJR2Zi0mYNz4V0Kc4fT4wD/c4rGuvh3o8zYt3mgJ6AtkCu0cYHTNQEZ6GuinjsRD4Zv7yHRpy3ijza6+Gt0pP2S9il9nG2uevfBuvWhJ+xtIB3jOa9mYk9FHvUJJ/h4Irvp51ioq0nf1MJYGlLbQ8Gkt7m2YrPC8ZHUMuKjyTXuF3Db3KFJ4InHfcOa43VfCtpcS/6KPKZjjA6V6eHz6Mvdqxt6HLUy+SV4O5a+GNmVtb+9II3usS++OT/Ou+7Vn6JpaaNpFvYo27yx8zYxuY8k1oVzYmqqtVzRwHi/jIf8VfqX/XQf8AoIrD7Vu+M/8Akb9R/wCug/8AQRWHivp8P/Cj6L8iHuFFFHStxBS0lLTAKKKKACiiigApaSlpgFFGaKACiiigANJRRQAUUUUgA0maKKQBSUvSjFACUUUUrAFFFHtQAUUUUWAKaQPMBPcYp1RznEW8fwmpnorjI1Oyd06Z5FB+STcvemMxmAZFO5e/Soy8j8BSrd/SuRzS0XyGWBt38/xfzqNXByp4ZeDSpEzD94eOwFNeAjlM59TTfPa6Qh4NPSZEGCwzVcRTZ61aSEBACAT6mnTc29EBXmCM4kjYBqlimEiZ796lMSkYwKqSRSxEmPoaJKdN8yWgyyWpjyhRz+lVvNm6FR+VIWkzuIB+oqJV77APAkkOX4HYVOAqiqq3MhH3AfpS5kl+98qVEKkVtqwHPIZDtX7vc+tdh4G8LvrGoJd3EZFhbtkk9JGHRR/Ws7wn4al8RamsYDJYQkGeUd/9ke5r262tobO3jt7aJYoYwFVFGABXHisVyXit3+A0iWiiivIGFFFFABXJX8W3VLjI6tmutrmtVIj1Jx13YP6Vx434Ez0ctf7xryLen4G0n0rXiByM1j2PO1vXpWzH9/vXlHsSLiYAOTStx1oVhnaRS457nFWmYkbHIyOlM6HnpUpXB570wjHJ/KqGQOoBJHBJqtIMZ55q3nPAHFVZhyB0qh3KFzjOcCqlrH5l7EOp3A/lVq5wMhR3pNMTN4zegJrSkrzSIrS5acn5GzR2oo7V6x86eL+Mv+Rv1H/roP8A0EVhitzxlz4u1L/roP8A0EVh19fh/wCFH0X5EPcWijFFbCCiiloAOtFFFMAooooAKUUlFMAozRRSAKKM0hoAWikpaACiikoAKKWkpAFFFHP4UAHekxSmikAlFH5UUAFLSUUAFHXgjrRSZoYxoBPBNLtFaWiaHfeIr82WnorzCMyEM2OB1qPUNKvdJuDBe27xP2yOD9D3rFShzct9R2drlMClwKuWWl3+oNi1tJpc91Q4/OujtPhzrlwoaXyLcf7b5P6VNTF4el8c0i4Uak/hRyGBS16JB8LycefqY/4BH/jV1fhlpqY33tw35CuKWdYSP2r/ACNlgqz6Hl1GK9WX4caQo5knY+7VFP8AD/Stn7tpQ3uaz/t7C+f3f8EtYCq+x5WUB7Co2jGCMV6BdeA4kDGK6Ix/eFYUnhK/8/y4THJk8HOKunmuDraKVvVETwVaGrRw6o8b4DMDntXbeG/h9qmrzRzaij2thwxLnDyD0Udvqa9E8LeGLbStMge6sLcagQfMkwGPXjn/AArpK86piORuNM57FbT9PtNLsktLKFYYE6Kvr6n1NWaKK4223djCiiikAUUUUAFczrq41JG9VFdNXP8AiRAr28ucEnbXNi1emduAlasO08HHAIrbQ/MACawbF+wOAa2oScZI6V457si+ucj1qVj8me9QRnJDdqmByufeqRgxrZyOlRFTu64NTFcjIqMj5gCeK0QyLnBGahmAL8ntUxOc8YINQycnnvVDM2ZMniptNj2mVvoKbIQDVmyH7lj6tW2GV6iObGO1FlmiiivTPDPGfGf/ACN+o/74/wDQRWFXQ+Ok2eLrzj7wRv8Ax0VzoP5V9dhnelH0X5EPcWj8KKXitxBRRRQAUUUUwCijrRQAUUUUwCiiikAUUUUgCiiimAUUUUAFJS0UAHWkpetJ3pAFFBooAKSijtSAKKKKACkxSmpLe2nu7iO2toXlmkO1I0GSx9qTa3Yzqfhml23juxNpkbVdpWHaPac5/SvcLvT7PV9LNxeWcTxrlzvTJz6rXPeDPCS+FtIaKXadYvFH2pgc+SnURg+vrUmv/bLPZGlzIttcgr5eeFI9K+WzHFxnUbjstDsw8W2oobsNtMYVIAABXAxxVmPJGO9LdKLjTLHUVAJCiKX2I4zUcTbcHORXgT3uj1qb5o3JsgDjtQSSOaVMYOe9OOOgHaouURHGPWq83IzVojA6VWnI2ntUsuG5kXS/MSOR71lO5jk+npWvcg7Sw71jXLckL36mpTsbS2OvQ7kU+oBp1Q2jb7OFvWNf5VNXtx1SPl5q0mgooopkhRRRQAUUUUAFY3iCMPBEzdAxrZrH8RZ+woR/frDE/wANnTg3atEpWJ6BRn1NbsRyoHfFYVhkEYOOK3YiSoXGc968Zn0Ui2jNwpxjvVpeRjsaqxjIFWU+7TiYSF42881E+dnTNSsQqVGTkCtECINuc9s1BLxn2qyec1UmPWmMoynDYFaFsu2Bffms6TO4H3rUQYRR6CurCL32zgzCXuJeY6iiivQPJPLPiTEqeIIJF+9Jbgt+BIFccDXTeOrme48U3Ec8ZQQKI4we69c/jmuaK19ZhItUY+hD3AUGjBHaiukQtHWkoGKYC0UUUAFFFLQAlFL2pKYBRRRSAKSlpKQC0UlL1pgFFHFFABRRRQAYoopKQAeaKO9GaACkpaSgANHWiuv8IfD/AFHxSftLv9j01T81y65L+yD+I+/QVnVqwpx5puyGk2YGi6HqPiHUEsdMtmmmbqeioP7zHoBXuvhLwZY+E0BtSLrVHXbNesPlj9VQdh79629I0Cw0LTxY6bbC3gwC3OZJT/edu/8AStVIdqjoAO3pXzmMzCVb3IaR/M0irFaO3WME888sx6sfesbxFa/brNSgPmRAunvjr+lbU7mVzErfLnkimOi+aXxlY48c9zXmTV1Y0hLlkpHNaFJ9r0a5tmBwwLp/velV4pdwxwWHpUmkRnT9bvLYBnQEToB2RuDUMqC21CdNowHNcE1oetSkuZ+ZeRufapDk85qCMkjnvVjPbHSsjcibJPFVpjxyKsuKpzZBqWVEoTnA46GsO6wGOelbtyOBj8awLthvJIxioZt0Oq07nTbY/wDTMVaqppZJ0u2z/wA8xVuvch8KPmKvxv1CiiiqICiiigAooooAKzdbG60QEcbv6VpVna3/AMg1j0ww5rKv/DZ0YX+NEyrQ4bGBit23BKg9u1c9p7HJPU10Fs4ZBj1rxGfRMuR9etWFzgDOKrx9vUVZByccfWnEyYpU4560xhnntUrHHXrUbjA/GtBFdj1w3AqpN0LdRVp/4qqy/c6UFIqgkygYzmtOs+IEzr9a0K7sGtGzy8xesUFS20RmuY4/VufpUVaelW7Msk4/hIH1FdjdkecldmH4y8GW/iKDKYjvIx+6mx+h9RXiuraNqGh3ZttQt2jb+Fxyrj1B719OGISKHWqt7pFnqts1tfWsc8Z6o44/D0rrwWYVKHuvWJpKKkvM+X80Y4r1nxF8Hgxafw/cbT1Nrctx/wABf/GvNNW0PVdCn8rU7Ga2bsXX5T9GHBr6KhjKNZe6/wDMwcGigRikxRupc106EiUtFJnmgBaKSincBaKM0ZouAUUmaKVwDNLSUtABmik70tABRSUHpTAWijNJ05oADRRmilcApO9FS29tPdzrBbQvNMxwqRqWJ/AVN7DIs1b0/Tr3VrxLTT7aS5uHPyxxrk//AFh7mvQfDfwhvrt459flNlAefIjw0zfXsteu6PoOmaBafZ9MtI7WI/eK8yP7s3U15uJzOnS0hq/wLUO5wHhP4TW+ntHeeINt3dA7ltIzmJD/ALZ/iPt0+temJEEQLhcKMKFGFUegHanYyfl4H86bJKI15rwa2IqVpc02XsrD8KqgseapT3LSt5cOSR6UjPJcnCjHqaswQx28ZCjL9zWIEcEHlj5/rmkuMFSB0NOkkLAheSaikDMvlxjL46noPc0MRkeWp1IT4HMTRZHXrmsfU/k1+XPcKee/FdAI1VzPGSwT5VPqO5rG8VpDDrFkUIO6HJ9cZ4JrlrR9253YOV52FhPzZ4xU5+93qlA/3auhie4/CuQ9MY35VWmx35q033euarSD5aljW5m3JGc9Aawr5Rg5x71uXHPP8OaxL1Oo64NQjbodJpP/ACCbbnPydau1Q0U50mDnOAR+tX69qn8CPmaqtUl6hRRRVmYUUUUAFFFFABWfrQzpkg9xWhVHVxnTZPbBrKt/DZthv40fUw9O+V8EfSuhg6g4AFc/p5BkB6jrit+3x8prw2fSyLaZ37j3q2MDAxxVaIg1Pgke1VExYNyfamg4yG5NSDgY71E5GPerEQv94+9VZMZP05q3LnZVJwdhNA0JbDMmauVXtgDk+nFWK9PCq1O54+OlerbsH0rorJfs0Sxnj1rGsIllu0DttQfMTj0rcdSRkYPuO9bSfQ5YkmZLZ9xwYyc/SrQZXAYd6it50ZfLlAIxij7O8fzwMCOpBqSiUhl6gFfQimXFpa3tu0FzDHNC3WKZdy/r0pY7xXUhxj2qb5H+6RTvbVAcBrPwl8PahuktFl0+Q8kxtuj/ACNcFq3wj8QWLM1kYb+Icjy22tj6GvfPmC8c0w5xuKA45rspZjXp9b+pNk90fKl9o+p6Y5W+0+5tyOP3kZA/PpVPr0r65MAnh/eoGB/hcBh+tYGpeBfDGqyMbnSIElxy0f7sn34r0aecR+3H7iXTXQ+ZOtHavc734N6FKf8ARrq+tiewIkH6isG8+CtypP2LWrd/QTxFD+YzXZDMsPL7VieRnldFdle/C3xVZ5KWSXajvbShifw4Ncze6PqenOUvNPuoGH/PSFh/SuqFenP4ZJicWilS/WkHPSitbiFopKKLiClpKKAFozRTo4pJjiKN5D6IpP8AKlzIYyiuh07wP4m1TBttHugh/jlXy1/NsV12l/BjUJSrapqdvbKeSkCmVvpngfzrCpi6NP4pIai2eYdav6XoWq61KI9NsJ7kk4zGh2j6noK940b4WeGtMdZJbR76Red942QP+ADArtIUigHkwJFDEOAkahcfgK86tm8V/DVylDueN6F8Gpyyy6/eCIHn7PbHcx9i3QfhXpmjeHdK8PxGPS7KK1BGGkHzSN9WPNa04U5Ctl2+6aiBIX5vzryauLrVvienYtWWw7kHIHJ5z3oPXkjFRPKqDaMlvQc0R28k2GlJVP7vrXOArTbiFXn3FIsBmOTwO+asLHHHwijAoeZVHOPwoECrHEuAMVEz7uOi+1Jneck8UOUgQNLk84WMdXNAEZ+VHYsI0A5dqijMlyuI1aO0J5P8cv8AgKnFu8zLNd445SEdF+vqakkcseOB2oArSxrCpULg+3pXMeJbc7bG9xnaTA7eg6rXUsrSKxPJXpWVrEP2nw7cjAUhgy+5FZ1VeLN8NPlqJmFbMFUFjVwE7qzbVt0YIweO9aMR3EE8ZrzbnuMOhIqCcd8VYcfr1qCblfXFJgjOnbHUYHvWJenOQOtbU53KeO/Ssi6/1hNQarY3NEBGkwg44z/OtCqGjf8AIMj+rfzq/Xs0vgR83iP4svVhRRRWhiFFFFABRRRQAVS1YZ0ycf7NXapasu7TZsegP61nV/hs1ofxY+pz2mEhuRXRW5O1eMe5rnrLLDjg10Ft90c54rwnufTPY0Iwc9OKtAk9uBVaPtzxVgE4xjrTiYsGNQOQOnNTO2Krtya0AY5I4J4zVWY7SwXpUrnCEHrmq8hG057Uxk1qMRk+pqeo4P8AUJ7jNW7S3NzOsfQdz7V61FctNI8DES5qsmael27JatMuA78AHuKu2/7wMVUq6/ejPUH2qZbchVCDAXjA9qf5SysC6HI53L1H402rkrREXlbxkL83p3oRnibBJqx8wwZF3r2YfeH1pQBJ9xgw9D1pWC5C0XnnehAfoc0wrLG2PKYY7rUzRj0K+tOVm6bqAuVxdSKOjHHbFTxXJnJULgL1z39qkaQ7ckZxTd4KZ6H29aAHXF00MLFSN5wAD6moYo4FX99KWmJ+Z/8ACoIYftl20zOTDESqZ/ibuatm2bnG1gfUUdQJNqnmNwR9aQxMR1yKrmzz0VlPsab9nuoxwxYD3pkss+Se6j69KUo+Nu5tv908j9aqefcoeQaeuouv3o807jVzO1DwnoWp83mjWUrf3hEEb81xXN3nwj8MXPMMV5an/plNuH5NXdLqETDGMH3FSJPC/Q4+laQxVaHwyYep5W/wU01mxHrdwv8AsmIE1LD8D9Lb72t3Tf7saivSZsgqoIOT171zHiPxIuhpCkj3Bu7hikEECjLEDqT2HvW39oYj+YOVdjBb4OeHLKQLdalfysx+WNCoJ/Sr1v8AC7wlF96wuZW7edct/TFR6T4mvI79U1K0jt1uCFFxFP52w9g/93NdgpZF5VmOewrN46vLebHZdjMtPBXhmzYNFolkCB1dN5/Ns1t29vb26gQxxwD0hjCfyFNEv99WB9MU7zjn5YHPuRWcqs5fE2xEpePPKlz/ALRzR5jHgAKPpTA8pJ/dY9KQrO7dhUoRL1OScCqd3bROTPGzpMnOQetWlgYHLkmp1WOPkgdO9JgmVVYSwo46kZXHami2MpO5/l6gCnxhYGaIYAByv0NOJIXGfu9KEwFRYoOFXLetI0mBluBURk2khOT6mmAGQ9cn0pgPLl+AMClWLdjA3H1pG2QsBK2SeiL1P+FRs8kuUY7UHSND1+poETNLgkRbXkHVj91f8TSRKA5cEvIfvSN1P+FKsZMYBACj+EcVIWULgDpQAjszGoWO09acWzzUbKWIPbvQBDJdEMqRjLE0moQg26Kxyu08ejGrEVsqMW79an8tbq2lj/i6ik1dFRdpI87swNgAYYBNaETYIPYVlWzks4K7SHII9Oa04l55P0ry3ufQLZFhucEDrULkDOOvept2AR7VDIMYx3HJqWNbmZcIUHWsm5TLE5rauUIOOp7Vh3jDb16cGpRr0N3RiDpkeOzMP1q/WV4ebdpx9pCBWrXsUf4aPm8QrVZeoUUUVoYhRRRQAUUUUAFVNS/5B03+7Vuqmp/8g2fH92oq/AzWj/Ej6nN6exWQgV0NooCA55rnbDCtz35ro7UblTHYZNeCz6VvQ0ogCKsH7oqtFy1WeAvPSqijN7kTc5qBzt5zip2HQetVpueD2qwIJjzk1Un3sAF6nirEhO3npTIxvmT6046uwpu0Wy9gDgdBwKNQvn0rw9d3cTlJtuFYDJGeARQAWIA6mt2ezUxpBKo2AYIxnIxXrz0jZHz8X73MzP8ABWoXtxpUsV1LJNJDLsWaRss/GTmunE6scE7G9OxrK06wg09Hit1wu7e3PVj3q7kSAcYepWiHLV6FzzdoG5cr69qRkhkOcDPqODVSW4Wxia4uJVjt4xl2Y8Cmabq2n6sM2sgzjdjPUZxn6U+YTRcMcg+7Ju9n5pOAfnhYH1TkU8kJwxwaVZEXOSPxqiUV5G3f6li3OMEYqCaWRI9gBLsdqgetTeY3nHoQO1OtwHnM7DO35U+vc1A7jo41ggSIZG0UoYddxFWAM5w+frzULoxz8sbfpVILieY4JGf1pwkYd6j2EEFo2H0OaXdGByzqf9paAH+eehUGlzGwOVH5VFuQ9Joye3OKdtbb2bv8poAGiibqooFvD/DkGmksDjYw/Cmmbb1B/EUrAJcoY2UBhlgRn0rzHxuJbXxhcYD3Ei6akkK4OcZO4jH4Zr0e8lUGFs8bsH8az/FXhaHxBBBNBctZ6jagiC6UZG09UYd1NIZ4xpi+aJpIpsRTgrINx/e8Zyfxr3TStMktbG2JnlDGJS4eTODiuZ0HwBLb3y3esXdnIkT71t7WParN2LH+ld28gdjxRbUVxuwgZErA+1IDtPVifc0eZnouaaS5BwvarC5IGbHIprO2KiPmDjAHbrTGcrwQSSccHpSsIn3nuablerciouT0ZR9TRw2RvJ+ik00ISdsSRyADbna39KkDdOAccNQU3RFRAxJHBY4xUMcbSKCQVA4I7k96kojaS3tow1xMFJzhFGWP4Ui3E9x8sEZt4f7xHzn/AAqw0ETTrM8a79uAT7VITtGKYmyBLZYxkE7m6nOSfrUyoijpzSDml2k9RzTEIznOF6U0JuPQ1KkAFP4XpQBEIj+FKUxSvKqjk1Uecs2FGaAJZJQoIFMtnKuOeWOKrksTwMmglkx2IagDkdSgFrrEoI+SQk8evepY87eO3rV3xLblMSjnZJk/Q1n2756nPFebVjabR7lCXNTTLZyF6daRiScGnIwOAegokGM9+KyZqjOuV647dK5+/BweK6Gboc9KwdQ+4ak2Wxo+GjmwkHcSH+QrZrA8LtmC5Xnhwf0rfr1qH8NHz2K/iyCiiitjnCiiigAooooAKq6j/wAg+f8A3DVqquogtp84HXbUVPgZpR/iR9UcxYAkgng10tpnyxzXPWx3P8veugsgFjx6968E+ma0NGEDGc1Zx8oAqCEDhcVYwVXFXHRGTZFIG9apyNgHNWpOBn0qlMdw4p3GtSBznI/SnWoBcn+6KiZsdansgfLZvVq3w8b1EYYuXLRZftF3XcQ/2ga6NHMsZkK5xwRWFp8Yd3Y9hgfWtaKQxhR74PtXpSetjxIrS4piaJjJCTg8FT2qeEhxk9RVjAkGRgZqJ4H+8h6VIzF8aaZc6z4NvtNs3CzXJVdzE8AHJxVTwZok+lyyi4iKiO3ighc8bgo+Y4+tdJl8bXyp657VIokEJc9TRYd3Ye0TO2c1H5BDYY4XrTTNcL91cnsKjEs03zh9xH30PUGquTYdmSJTuAOTx6kmrMeI0WIDIUcf1qNGZ5AXQbF5Psas71PKgUkhMYAd3HFSY9aRhgcUxWYc9qoRIQKYWIpGJznPWozn1oAc2x+HRT9RTPs8PaMD6cU7ORzRkUWHcYIgGwHkX6NUmwheZnOfXmjNNZ8mlYLkdzAZICjHc3UZFEUhmgBJxleSegxUpJArPuIxFu3EsmdwUHHNIdy7bMMvsO5Rx5p6N9Kn2k4PmH8qo2wnnZTIAkY5Cirp44poTAxKfvSMfxo8qMADkj3NNNIfrj60xDzFEOQOfemhkH/LNfyprEnvn6U3nPNAEwZeMIB+FSbmAxxVcEgYpQxoAn3HIqFnMMxUDIflT6UhLE9aSQ7UEhOdtIYMT8277wbP0FPCFj1rOmuZGLBFJz6elTtq1pbxqLqVYpduSrHFFxF1YwBzSsyjqRisZ/EMDsRDmQ9itRefd3Q+SNse9Fx2Nl7mJE+8PzqnJfg/KO9Vo9PlY5kcn2q9HaRIAeM+9O4iqBJLkkHbU6w4YY9KscfwjgUxmJHFMBm0KcD8aixuannjqetIvUUgKOs2/nWxH99MfiK5WzbC5Pbiu4lTzYSp6q2a4p4jb388RGAjnb9DXJiY9T08BO94l2Nuc4p7tgdOtRwlSuehqXnnK/SuRnd1KNyo2E5rBvUyjjr6V0U/KsR19Kw5VBViRwR0qDaOweGhtkul56Ka6Guc0BidRmC/dCfN+ddHXqYX+GjwcarVmFFFFdByBRRRQAUUUUAFVtQbbYTEf3cVZqrqIzYTfSoq/A/Q1o/xI+qOcsV2HBPfiuhtccema561OW45xzity1/h3Hn+teGfTPY14SCSM1YJGDzVS3VuCatHnkjFNbGLIZCQOKoucMTV6bGKpTEjjHPtTsNFNzuOe9XbZdsC+/NUm4IPWtOGPc6RjuQK7MGvebODMJWgo9zY0yIeQy/xMNwBqeRC6lwOcYPtThGFxt4KjAxU28MAsi89zXW9Xc87ZWK0V08I2tmrsV6rjGeaiaCNuNwOaatqFYYYc96LiLLMSSjjIc5WpmkURkA4AGTmqaS+S4Dnds4GKaxlmJ3fLGelFwLNtcoZfm/BqnurSO4KyRP5co/jXv8AWs8W6qP3bYPpT186L7r5FO4FpbOVU+aTcTyx9aAdnAFMW6kI2tRuycjvTQmibccZppfNMJ2imb6ZJLuqEtk9TxRnJ5pDwcg/hQAu80oPSmfWlAoAkBHegjFNxxT+woAG6VWuc+bGFTc3v0AqyOTUTLvnAz6cetKw0WLaNwnmO2Se1M35Y1YmKxptGKzlky5oQMs+Zzinkt3UY7ZquudxI6VMQflyOaYhGkK9qjLnk1Iy5FR4HNADlPy5waehz1qMflThxQBJwKZcSmK38xIjKQeUXrS7j0pDIVORRYCodQnckQ2Lq2P4gBUU2l219PFJfQq84Bwewq8ZC/JODSSEOMqcGlYAitLaBQsMCLj2qfKgAYqssxPDDnpUocY5p2AlyM0jEZqLzAAT1pckgUwBmz+FRHrnmn5UDFJux6UANxgZ9aaxAByKV2/SonbefakBLFliQT99cVy2vQmLVw+PlkX+VdUjCCJrqY4jiGa5fV9RtNa00alYSiRIZ9kg7ofQ1lXV4nThJONVMrwnIx2q0/3cj8KpwN8ox3qyjZ69q849h7la44XnqRWPMuDkg4rbmUFM1kXh5CgVLNYMpaMwj1gqDjzFII9cV09cpYYh1eA9y+3866uvRwj9yx42YxtVT8gooorqOAKKKKACiiigAqrqX/IOn/3atVU1I406bjPy4rOr8DNaP8SPqc7Yn7voOordtxk5xnByKwbTCuFArfsx+favEPpuhsQjoRn6VJuBJ7CoYSRj1qViAOlUtjFleQ8E44FUpW5z2NXJOc4qjJ0waYyBPmmRPU1t2Kb7kZ6AE1j2wBuR7Amug01MI7+pxXfhVaDZ5WOleoo9jRjJDAN0PQ1PtOB3qvn7uexq0GPNbnKyNkHcGmmJRzhs/WpSTjkUnQZOMUWJI1wnROaC7f8A1qmDKoBAHNSqUIztFCAqjcegIpcSgdauFUx0qI4HSnYCAA5qUE8GgjJznFLwB1ppCYjOcdajMh605sHpTCvGKYh28EU4bdvBqLbQeCAaBE+0ZAApcYpgJABzTgc9aAFzml3cUw8HigdaAJQeKi3hbncenFPU4GaiHzXYJ6D09aBoSV3ZWJB9qS1QkZNPuGZ0xjj1qa3ULGMde9JAxzAIVwRTmcFh7d6inwJUXqSe1OI5255FMQ5mXaagzz1p7D5TzUGaAJc04HNQ5xSq4Hfg0ATfWnCNWFQb+Kb5xHrQBaEaimsgByB/9eoPtR4pPtLMcYNAEjRg5I4NRDIODmpAzE9cGkJzkN196AGbyDjbineYSelLtcD5efrS7X7pQBHuPUUpbHXrT+T/AMsacI5T0QAUARAF+gP40FYo+ZDuPZVqUwyNgM/GO1NIhh6DLd8c0AV54zfQyJMCkRUgLnv6mvNvBGiXum2HiyO53Cz+0f6OrDk453Z9MV6eSWbBHB7Uy4j82GaAKoLxkYAqZK6ZcJWaOKtJA8cb5ycVox47isLTyEGwnlGK4/GtmNsjjvXlnv8AS4TKCvFZVzEygvzyetax6EGqE43RkE5HpUsqDOfBMGpQv/dcEn8a66uRuzsbOOR0rq4n3wo/95Qa7cE9GjzcyjrGQ+iiiu48sKKKKACiiigAqpqef7Nnx/d/rVuqupDOnT/7tZ1fgZrQ/ix9Tm7L5iM/WuitOg/nXO2YOBz0ro7TbsyOvevEe59KzRhG01K2CMZ4FQxnNPdht4GatbGL3K8p54NUZiSxq43INUpCDnOc0FDrFfnkb6CuptIvKhQE/wAPP1rA0yDeEX+82T9K6UdDXp0ly00jxK8uatJilc9asA/KD7VAv3RU4HyCrMhysC2KCgPWmbTmnk4HvTsIZ5PoacEYdDSdaUkgUWAQlhTcn1p2Se1OHPQUxEeCcnNJU20UBM00DIRxznrRUpjA5pNh9qCSLbnrS4ANOI28kZHtQoHWgBQM8mlAGev0pf0FJjPSgBM5+tLSY5paAFBOMVGq7r0c4AXmng4NRpk3LkdlxSKRNO44ROasKvlxDPUioo4lTnrzRcTYAAFCEyF23XC84A9OpqYkb+vJqsgzL1wc9astGFbjkc0xDHbOcVDyDUzcDAqDB9elAC5PFJkHpSjPNA4wOlACAHjAp2wmnKKlAwKAIljUHkZqT92P4aXYakEYAyaAIwwB4pwQMM4608qBngAU0uFHvQAnl7RwaQbuBmlMmRx3oB96AF+fAxj3pS0g6MPypuRn60Zx1P40AMZSxILk+1IFAJp/A5BpPfNACEcVCzlbhcdamJ71WbknjmgDhb2L7L4jvYAcfPuH481oWzkBc96h8TJ5XiKKbp58QP4iiFwVyO1eZUVpNHv0Zc1NMuuOvGapXEYC5FW1ydpzUM+GPI4rNmkdznLtAXLNW/p8nm6fC3+zj8qxdRHznArT0V92nKM8qxBHpXRg379jkzGN6SfmaFFFFekeKFFFFABRRRQAVU1I406b/dq3VXUhnTpv92oqfAzWh/Fj6nPWSgMOvTOK37MFYsnqawbP5mOO1dBbdNv614bPpGaUQ/d89aSQYHFLH8y4FI+cnI4qlsZPcqyZ4wOtU5ImkbAPNW3z78UkK85/E1UVdpBJ8sXI0dLhCvleiDbWzt5A7GqOmALbknqxzV/OWFertoeDe+rHiMggY4qZRxinL8yg96cFOaqwmNCZpwQEcilCnvxUgT1pk3IGjH0NJ5LZqdkBOKUYzQIgEPrTxHtFSdaMEdaAItoPQUFeak4o+Ucd6AIvLo2e1SUhoAZjPUcU3aM09vamtjNADMD/APXSdetLg9qTgfWgAOMU3OBRt7UHmgBQRuptuyb5O/cmlPAJ7gZqO0BMbkLy5zmkxltnwoxiqkzFnGKlYFeD371CcGRf9mhDZNEPLy2Mk9KfuctlhUUbZbd2FP8AN8yQk8DtTJHOcIenNQ4GOac/IpvTigAGB0FKTTf0pM80ASqwFSb6q4bOT0pdw9aALHmY70jSnHWqpkJyO3rTTMAMZoAs72buTSBwoJJ5qk079qbuYngk560AXTMBk98cUguMjGKqBWJxzzU6xY9aAJRLn2p29j0pAnoKkCj15oAZuJ609Txk0baSgBfrUT4Jx6ipD0qGQHIxQI5fxghLaXMB3eMn9aoWw6ela/i0A6HE548i5U/gRisK0fKrXBiF757mDd6SNYPxx0FMk6Ukb496WT5h7+lc7OhbmRfDPOKk0NjtnjIxhg3+fypbxAEJ6VX0Rz9tmUnqnT8a0wztURljFejI3qKKK9Y+fPlGiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvsvwSgPgLw7/ANgy2/8ARS18aV9meCVP/CBeHf8AsGW3/opaTGjc24FNqToOabgHNSMZ+NJxTzgUBd33VJPtzQAzjtTaeylRjBBHrTCT3oAa3TiojwaeTxUT4JzmgBAxByDTs5phNGTQMUtn2oFIOmaWgBJOEJp1qwjh3Hv2qKf/AFLD1pUXMQGMetJgPJMjFugqORT5gWpvlRBjpUUZzLmhICdU+UKo+ppeFOBjgYzTS2BkDJ7UAbD83LUxAx44phGRSscimk5HBoAax7k03zBjpgetKQM9OaZsJ60ANYg8ZyPWm5K8BfzqTYcUCLd60AQHnOWJ9hSLHmrotiRipltQOaAKKwknpmrEdsw5PAq0FA6YpTQBCsWO/WnBMcAZp+RRTAbijb9KcTmjikAhH8qaQPSng8U09KYDKgYnHP41OeKgl6YHegDB8UDf4YvmA+6Y3/Jq5exlygrq/ECb/DGrIMki3Lj8CDXHaW4a2Rs54rhxPxHr5e/caNu3bIqfowJ6d6qREgj0q2vzVys7SleEMGqhpp2aog9QR+latxGpU57VjwfutThPbfinTdpomsr0pLyOjooor2T5s+UaKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+xPAOm2dr4N0G6jW48+bS7fdvupXXmNScIzFQOOwxXx3X2J4A+xxeFdDtYg0VxJo9tcbfMJWT5FDNjoDnHT1FAHRXNzb2VrNdXMqQ28KGSSRzgIoGST+Fc1ocf8AbGtJf6r9uhmuomutPs/OkiS3t42VVMiKw3SOXDEMDgYXjHKa5NFqWsGwvZPJ0TTRFdagzAkTSMcww4HJUEb29flHrVvT9XstW8bQT2dwJ0i024EjqjAKTLCQOQPQ/lSQ2aep38GlaXdahclvJtomlfb1IAzge56D3NYcHh/7Vbx6h4smea8mAZbL7QYra0z/AABQQHYA4LNkk9MCp9clg1Tw5HJbP59tNdWuSoIDJ9ojDdcHHBzWhe+HdGl1ifULvT4Ly8mx+8u180RqBgKgbhRxnjqSc0gJbOws9OgMVpA0SnHy+a7KAPQMTjr261KQcdKisGtZIbuC1gWA2lwYnjj4XJVXBA7ZDjj61OwAoYIgkGenWoDkcHFWSAec1XYZfHP1pDGjOKXtRgg4oxQMOi0Ej06Up5FG3PPegCOY5TnjNTRJmIMemKrz8ooxzmpGl2IqA8YpDI5mywUHvTo/lbJPFRAZfPc1OsXTdTuSPRj94DgdPenKGZiWH4U5QDztPHQ+lJkgsORn170ANfAqPOTTyMGmYyetACYYjmlUZ7U78aUECgAC81IFAPTFM3+lN8w5OaALBbFG+q+/PFAJPSgCfeDQWqMKSaeFoAOcUtOHTpQBk0wEpM08jHWjAosA3PFNJGKcRmmkUWGRnkYqKQZzjoKnZcVXkbAOO9AjNvV8ywvkIzm2kGPX5TXnGiS77NeegHFemnErMoH3kdSP+AmvJdAkCuEB4yRz7GuTErZnp5c90dZFuCdauwn5RnPNZ6sd2R0PFaEQJUA9q4T0hJjlMY47Viz/ACyq/uMV0Dqvle9Yl4mTihaO4XurG7nPNFRwPvt429VFSV7UXdXPmpqzaPlGiiimSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9c/DjTryLw/pWr6jPCWbSLW2sreBmIjh2KxZs9XYkZxwAoAJr5Gr7K8E/8AIg+Hf+wZbf8AopaTGjejKxO7xhUd8b2CjLYGBk98CoEmvT4ityZH+wCzl8zJG3zd8ez3zt3/AK1IaYxNICG/iXUbSa3uDlZU2EkZx6H8Dg/hRqE2ofZI57SyivLjYBJF9pEOG9ckEY/X61Ifu0j9BQBV0OwudOsLlr+WKTUL65a5nEBJSM4Cqik8kKqqM4GcE45q8ehqNGNOycigY0nPA60x14qWmN0pAQkDcDik74px+8aaOtMYA89Kdg8HPFGKUdKQENx0TAyacQBg4yfWm3P30qT+9SQdBIgFck09WDSbRyaYvQ1YhULAZAPm9aYgLqARycUzqOTu/pTMnyV9zzTj/qxQAx2xUeQRSSscGoyxxQBLuFGTUQY0oY4oGSjml2Z6cU1O1S9qBAqDPSplj444piVMvWgAVacE5pwpe9ABtHpSMoFLmkNMY3HrSEc8dKd2NIaYDe9Mb2p56U09KQiNyQO1UZW6gdRVpycGs88u2fWgYlucXSE47ivH9KYR3rHjZ57cf8CNeuA4vAQBxnH5V49YjO7JP+tb+ZrlxOx6GB3Z2pAB46EZFaFu2eO+Kx4WLRR5PYVr2fSuFnpssEMENY94CHNbLdDWRd/eP0pDgXNObdZJz0yKtVT0v/jz/wCBmr2K9ei700fPYhWqyXmf/9k=", "path": "029584.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029585
Women Tops & Tunics
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", "path": "029585.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029586
Women Tops & Tunics
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", "path": "029586.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029587
Women Tops & Tunics
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", "path": "029587.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029588
Women Tops & Tunics
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"path": "029588.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029589
Women Tops & Tunics
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", "path": "029589.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029590
Women Tops & Tunics
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", "path": "029590.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029591
Women Tops & Tunics
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"path": "029591.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029592
Women Tops & Tunics
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", "path": "029592.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029593
Women Tops & Tunics
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", "path": "029593.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029594
Women Tops & Tunics
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", "path": "029594.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029595
Women Tops & Tunics
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", "path": "029595.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029596
Women Tops & Tunics
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", "path": "029596.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029597
Women Tops & Tunics
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", "path": "029597.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029598
Women Tops & Tunics
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", "path": "029598.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029599
Women Tops & Tunics
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"path": "029599.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029600
Women Tops & Tunics
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", "path": "029600.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029601
Women Tops & Tunics
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", "path": "029601.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029602
Women Tops & Tunics
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", "path": "029602.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029603
Women Tops & Tunics
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", "path": "029603.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029604
Women Tops & Tunics
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"path": "029604.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029605
Women Tops & Tunics
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"path": "029605.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029606
Women Tops & Tunics
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/hhnvRa4ky9a3IDqCflPQ+lfR/hDVDq/hmzuHbdKq+VIfVl4z+Iwa+YUJR/avbvhBqBmsb60LZ27JQPzB/pVUvdmYYqPNTv2PTKKKK6zygooooAKKKKACiiigAoooPFACGkLAVFJJg1AZDQFi0ZAKjaX0quWJpKQ7GhRRRTEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAIzBVLHoBmqIJ6t1PJqe7fEap3Y/oKrjpXFipXaifQ5RR5abqPr+guKSjNA5rlPYAmhXKggHg9R2NBpMUmk1ZgYc9n/autw2jIfJDeZKP9hecficCuuqjaBVuGbA3OuCe/HT+tXq7cHTUKeh81m0pe25XsloFYXjVlTwTrLMcD7Kw/HjH61u1538Wtdjs9BXSEYG4u2DyKDysanPP1IH5GuibtFnBQi5VEkeMIDJIiHlmao1PzhewY1LGsn2lVJ4VeR6Z5qvDw5B7GuRHslvcQCR0qlPGeCeSeTWlCpIY44Jp97CFh3quAQF/+vQAI/wBq8LSWDxsxhn+0wMOi5XEg/HCn8DXNFSDmt6C9a2ijmjIDwMGQdmb0I7jHH403VbGIQDULND9klO0p1MD9Sjf0PcVVyGjqfCHioXdkdF1J87l2xux6j0+tbMEl3YOYJAXVeFYdSK8jy0bhlJVgcgjtXrngPxFFrVv9jvNv2yEcMf4x61xYmjZc8T0sFjHF8rNuxiub1hthZVzyz8AV2GnWfkKDnNQWiDoAOK14vlAzXnnoVKspbkwXiopGxmnM/FZN/qCW6FncAelIzirjL66Cg5PFcTq+pmebyIeXPBx2pur+IxJK0Vucn1HQUaDpzXEvmkdeST1NJmqVjY0LRgsYkkUs5rZudMBiwACxrTs4DHCqgAACrXkKByMmkZuZ5xqemsFdCnBGCMcGuRvLAruUjBA4GK9mvbFZQcjHFcjq2jBycD6HFXCbjoJ2ktTyueAIGJj+bHBHUVkuyndkEHNegaho7Kp+XJzkcVw+pWpt7lhjHfmvRoVObQ4MRTtqikJNj8NuHuKlKxyjOdje1QbR6ZPpSrkdDgeldRxhNHkAHOR+tQKWVvcVbWTI2kAr6GkeFG+4cH+6aaYrDFxIpI6+lemfByZk8SXEGeJLViR9CK8zjXYGbncCBivR/hGC3jFnX7v2STI9OVpxfvIir/Cl6HuNFFFdh4oUUUUAFFFFABRRRQAU1jgU6o5TgUAVZDlqZSt1pKRQUUAZpdpoAv0UUUyQooooAKKKKACiiigAooooAKKKKACiimTP5cRYdeg+tJuyuyoRc5KMd2VZW8ydj2X5R/WmkcUgGBil7V5cpczbPs6NNUqagug3oKN3PFBpAKk1DNBbPGKMUFT260gdizaJkGQ/QVapsaeXGqegxVDW9as9A0yS+vGIReFRfvSN2Ue/8q9SEVCFj4/E1ZYis393oQ+IvEFr4c0xrq4+eRvlhhBw0ren09T2r5513VrnVtTmvr198srbmx0A9B7DpW74g1e6125kvr0gysMRxqflhT+6P6nua466bLso+lc85878juoUVSj5jftrRSyOnzMxzk061bLkkdao/dkHtV7T8PJgjjjI/Gixrc1o0yCM4AFJcAbEyeSSD+VPizHJJEDjbkAH9Kq3FwHQsnBTqvYioGZUG55kXk89K0rS6mtrpvK2lZMpJHINyyD0YdxUFgFi1uMMMqJBjHcGrLQ4u5I8bSHYLzTvqLoE+nabqBJsrpLG4zza3TfIT/sSf0bH1NVoLbV9AvYrtYJEdDlXTDK34jIIqreqS5BHOfzqkWdPlVmA9AavfRmd+V3R7v4a8YW2rQq4YR3AH7yInkGusXVExndj6mvl6G4mt5RJFIyOOjKcGtqPxnrcaBReMwHdgDXDUwbbvFno0sdG1po9/v8AX7a2t3llmVEUcknivM9Y8Ty6zcMsDstuDgEfx155e6xf6ic3V1JIPQngfhW7oJE0aAnkdazlhfZx5m9TaGLVSXLFHTaTZG4lXI4r0rRbHyIVOK5rw7ZDAJHvXcW42pgVwSep2N6F+NRgVY4xgVVRiAKlEgxQZDZEBBzWZNaq7MMDFahO4VXZckkilcRztzpgK4xxnjivMvHOkG1ZJVXjoa9vMAZeVBri/HmjfatLZ0B+XnntW1CXLNMip70bHiKwM0LyJyUPI9qVrXzIw4OCa09PH2fUjFKnyt8pBra0fSopbuWynGEPzQuen0NelKpyo4Y07nDOrROA4wfU1Kj5713Oo+Dwcg5jbscZU1yWp6BeaaSzIXi671GRVQrRmTUoyhqRI0cv7tjtJ6HHQ+9ekfBlM67fbslo7fAI6YLAGvLIpAxwevY16t8FiBrGp5bJe2Uj8HGa2gveRy1n+6key0UlFdp4wtFJRQAtFJRQAtFJRQAuarzNUx4FVZWyaBoiNFFFIZLEuTUzKAKZDSzNgUxE9FFFAgooooAKKKKACiiigAooooAKKKKACqly+6YL2Tr9T/8AW/nVpmCKWPQVQPUljyTk/WubEztHl7nrZTQ56jqPZfmGR60ZplOHSuE+ksOptOBpO9AhKmtk3yZPRefxqJunFW7VNkIJ6tya2oR5p+hw5jW9lQdt3oLc3ENnbS3NxIscMSl3duigdTXgHiXxZP4o10zkslnFlbaH0X1Pue/5V2Hxh8QtDb2vh+2fD3GJrjH90H5V/Egn8BXlibbbAbk4roqyu7HjYSlyx53uy1cXLLCRxluvtWOc7iT161dmmDggdDyfpVeNM72I7Y56CsdjsK8sBijVz1cZpLWXynPuMU+6lZ9qk5CLtXPpVYHFWiWakl/ucSHksOT3zVEzEMcHvmoHJViOlN3ce9FgbZoRyAtHIrAOvStaYCW9LAgMcOCOh4rnY5SjBsdKuPqJcDAVTjHWly6juNu38yRnwRg9z3rPk5OcVYaUsxOBg+lQNgE85poiRFRT9uaUR9zVXJsMwTXWeGYmIXjvXPWlq9xKAo716N4f00WyoXA+lceLqJQsd2Epvm5jtNFGxVGO1dPFKCoFc7Y7F+6+PYnitqF8Y6EV47Z67VzRRsCpQxNV439akZwF+8BSuQ4lgGnKMnpVAXsUQzI4/OmHW4B6gU0JxNbaAKzNZt1msZVxlSMEYpo1y1xzKBTZNYtZEI81OatMnlZ4nrOn+ReyjGCDx7elSW19I9sGR9tzHyg/veoP866bxfYo8n2m0w47gc1xZLqp2ZEgOSpFehTmpxszkqwcJXR6Vot7FrWmLMAN4+WVOpRqS60Z2ZikeVYcgcA/hXAaPrNzpl79otWAcn94h6PXb23jmylj/fx+VJnBBBx+dY1KMou8TSnWi1aRymteAml3TWcYhl67AwKH/CrHwyafQ/GaWl9E8Juo2iG4YBbqMH8K6G58baVEPmJOf7oJrn7zxtYSMWitH3DlDwMH15relVqxtzIyr0aU4tJ2ue4UV41H8YtTjQKdOt5DjG5mIP44qWz+JfizVLxINP0eGZ26RxwsxP4k16f1iB4H1Gr5HsFFZOlX2oyWaPqltDFOeSsLkgfn3q4bhmzjCj260PEU7GscqxDdmrfMtUVR3tnO9vzpwkcfdc/zqPrUexu8nq20ki5RVdLnnDjj1FWAQQCDkHvW8JxmtDza+HqUHaasNc4WqbHJq1J92qh61ZkhKKKKQyeHpSTHmkibFEpzTEW6KKKBBRRRQAUUUUAFFFFABRRRQAUUUZwMnpQBBcNyE/E1WYZNSMSxLHvUZrzKs+eTZ9fgqPsaKj16jKd24pMU8dKzOtjc0A0veg0CBAXdV9TWiPQVVtUBLOe3Aq10ruw0LRv3Pm81rc9VU1tH82fNXji/fUPHeo3DE7VmMaDPRV+UfyrDaTcxZv8A9ddJ8RtLbS/GN6pzslczx+6tz/PI/CuWzlVA6tWfqbwtyq2xqaZaebH5jgHce/pS36Q28ASIHLHJJ7irEZEUCQqBtxlsn+dZt9MZpScYHpUlmdJnJJpnLKAB071a8kzHaOgG41CyMDsA6f55q7kNEDZJJ6mm4JqbZmgJ8pOcD1pgR4pCKdgt0HHrTgmMDvQIhORSqNxqXy+eVpSoTofxoC3caFHp+FWIomnlSCNd8j8D2qMJsG49T0Fdl4N0VnkW8kUZ6rntWVWpyRubUaXPKxa0jw75IxtOR69zXZaboUko+YkL6VLaQKJSMdK6CEhUAA/KvGqVHN3Z7NOmoKyKyafFbrgDJHenBmTgGrZAPWkEa96wZqRLLOV46UN57DAbmraqAuBipUhVj3/ChIGynb2Bdt0vzH37VeGmIwHHH0q7DGoxhatqo6AYrRIxlNmP/Y0TfwD8RUi6DCefLX8q2AuBzS71A61fKiHNmT/Y0A/5Zj64qvdeF9NvV23NtG/vjBH41ttOAOKjM+e3FC0Fdvc4DU/hdYzFpLO5khftuAP61z118OdYgz5U8M6f75U166ZciomPHFaKtNbMn2cXujxU+AdQyd9q2fUNnNT23w6v5HG+JVX/AGmr1lzg0iyHGAKft5j9nDscPZfDu1tsNcyA46hB/Wug0bRtOspHltoP3ifIJGySM9cfhx+NbIQuwGMk8Cl2qoIUAAGqo3lK7LjFXEGSKUHmmjGalH0rqNGApQKKAc0yRcVJFJ5bYP3D19veowaXFVCTi7oxrUY1oOE9i1J92qbdasRnMRU9V/lUDDmvTjJSV0fI1KcqU3CW6G0UuKMUyBAcUpOaMUYoAv0UUUyQooooAKKKKACiiigAooooAKinbCBR1b+VS1Vdt0jHsOBWNefLA7svoe1rK+y1GMaiJ5qRh1qPvXnM+rQvajNJz0NLnigYZoJ4pB1pyrvdV6ZOKaV3YiclGLk+hdgXbCoPUjJqSiivVirKyPjKs3Obm92ee/Ffw2NT0RdVhTNxYg78DkxHr+R5/E14hEgGCTz2r6wZVdGR1DKwIKnoR6V83eNtFj8N+J7uxhbdDuEsQ7qjcgH6dPwrnrQs+Y7sHVvHkfQz2mjA259M1RmJcnHBY9qjDFiM9SasWkRuLk45Rec1kzsJIopArvEoCkeXkjP41BLDtGyMHngn1rbeNIEOD85GEX0J/wDrVG8Plx7ZW2xoMu390f4mkMwmQRxkHHPU1E2HHTg8KtSyP9rnZlUrGvQfyzSpATg8k9KskhwQducn1H9KfjaAAOe5rSWKGKBVC7pyfmb09hVWRVTHIy3Tnp70rgVwh4BNIyr1P4CnlS4JyQnb/a96dHA8sqxIpLHgYocrBFX0RNpWntqN+iH7g+Zz7V6vpVp9ngVVULgdu1Y/h3w99igRpB+8fBYY/Suvjj2AKFrysTW53ZHsYajyRu9yS0iwxY9601FVYkIQdMHtV1egFcjR0DguRTgmO9A4p4XvSsO45VHFWogBziqyg5HFWEoJZZVsdKeJWHeoFp5FaJmLRIZSaTcTTBxRnAp3AdzzTWpC3vSZpANJphYkVJSEcUh2IGGe9PjTjJpSuKepAFK47Dh8il+/3QagYgDp+lTTHaVT+6Mn6nn/AAqAyIOp5r0KUeWNhx7hv9KUE9aVSjdBSheeDitCgBx1NKKXYKM4FMkUdacOtMBzTqBMfuwwPboajbrT8ZQj1phOeT1rtw0tHE8DNqVpxqLroJRRRXSeQFFFFAF+iiimSFFFFABRRRQAUUUUAFFFFADJW2Rkjr0H1qtjAqWY7pAv93+dRkVwYifNK3Y+lyuj7OlzPeX9IaelR45qQ9KZiuc9RCUHpRiigYYqe1UGQt6CoM4q5bDEAPrzW2HjeaPPzOpyUH56E1FFFeifKhXzT461ZNa8ZajdxEGESeVGR3VBtz+hr2z4ga82ieGpVgfbd3eYYiDyoI+ZvwH86+c5F+cheg4rnqy15T0cHTsnNgpCqzHvwK1NMAgt2l/ifge1ZO05APStGKXao/2VO30rKx2luS6CTAEHKjPJ7n/61Zt7cPOwtwzYLb39Ce1SM26RCOTjPNFjCZJJJn5w2057UgeqLdpY7LIAryx3sfYcCmqvlZwM9q1GcJY8Y3YwD+NYk8p2MxOATQA2W6jXcOCT1I7UyxszfTl5VIhXlucZ9qpZDHJGV7D1robKG5ntEMcEsu5tuVU7d2OmelDairjinJ2RWljQyDA+8cALz+ArsPDXhsQKLq4U+YfuL6CrOieFfszrdXYEtx1VR91K6tISBzx7V5uIxF9Inp4fD8urGwxBQCR9KtRod2c8UJFz7VaRMHpXE2dY+FBjkVZWKmxr3q2iDFIlsjCc1IE46U7o2MU8YFADAvFOXI7UjGlVqkbJQaM1HvxShsiqRLRJk0mcmm7qUGrurENai0u2kFPFK4WECmgin9BSEigZAwpVABBPTvTiM9KR/uY7mqpwcpWAZIxZix6sc1EcZ5GPepD2zTSN3FekWhpjwMqefalWTB+agKy+4oYZGaBkwcHpQearglTxUiyZ7UXJcbEgp461EGqQUyWPGM0xxhjTx1pZE/dB/Rttb4d2medmUOag321IaKKK7z5oKKKcFzQBdooopkhRRRQAUUUUAFFFFABSEhVJPQc0tRTHgL68mpnLli2bUKTqVIwXUiGep6nk0hPU0ppp6V5bdz7CCSVkNLUgYU0+1J9KRYpPNBpM+1BoGI361pqNqhfQYrPhAa4jGPc/hWjXZhY6OR4GcVLyjT7ahSEhQSSAB1JqKa4SFTwWYfwj+vpXFeL/ABO+laRLdSMPMJ2QRDoX7fXHWtaleMNN2ceGy+pWXO9Irr/kcH8Vdca+8UfZIZVaG1jCAKejHk/jXDwQs4LdhUU00k1w8sjl5ZGLMx6sT3rXVBDYIpx5h/z/AJ+lc7berO5JRXLHZGOylpMAdKn8ttqk980lupaZu9WpJF8sMnRcbh/WncEVbYmQjHpir0aGGN8nIPX/AHqr6dGBePG2AQTj0rTwkrhQdiR/MSex/wARUsaKE0k6Aq4K+2e9U2El06xg4BOCewq7qEqW8QVcNK6/KP7q+p9zS2NoVijlJ5Zcj8aYM7fwr8M1uUjvtZYeSwDJbRtyw6gsw6D2FeowWdtb2a2sMEcdsowI1XCgfSuc8A6gbzw55DHLWkhh/wCA9V/Q/pXU5HTNc8m29T16MIRgnHqUJdPEWTEMr6dxVZoCO1bINMaIEkgfWuOrh76wN72MpUPpVhI+elTvAM5FPijriC4RxYPFWFXFCKMipio9KCGRFec4qNjg1OxABqrI3NA0Ju96XdUZYUm6pLsSZ9aeG96rl/elB96pX2E0WAeetPDcVCoYjp+dSAcdfy4reNCcvIlkuQO9J5oHTJ+lMwo7c0lbxwyW7C1xxkY9AB9eaQsx6sfw4pB0pa2VOC6BZCfXn60uetJQTxVjsIWB69DTdpHQ8VIQNnSojmPkdPSgaJQx6Gl2ZGRTVKsOKePl70EsZtI7UowOoqQnNNyKYXGgDPWpRUZIFPU5AoExw61YI/4l7n/pov8AI1X7VOWAsGXuZAf0rWj8aOLH/wC7yKhooNFeifKigZNWY0wOajiTJq0BgUxBRRRQIKKKKACiiigAooooAKru252P4CpnbahPftVcjFcuJloons5RRvKVR9NAJpp6UppjZxXEe8huOaCMUYJFJQUB4phNPNMY8UikS2pVHkmkYBVAUZ9etLJdvIcR5RPXuf8ACs8Zec5JwOQPerIGBnPFaqs1HliccsBTlWdWpq+i6Ia7lYyOAP514R461v8AtjxA0Mb5tbQmNMHgn+I/nx+FepeM9ZOk6BdXCNiQjy4v99uB+XJ/CvAycHnJNKkrvmY8ZU5YqmupPAFknyeAOa0Xk3LuwMk4X6Vlq21lI79RVot8qgDvW55gwSLGwIzmqpmYMR1qSVSqsT3NUS3507Cbsa9qxeUOCBgcmpWuGJkVunU1X09gsRJ6npTJNzeZgnP86mxSYkUb3k7SMPvHAx0FXpLlrdBHjlT8v09KsWVusdvESeGUNVPUyhlIOeDkFe1G4j0D4S3xkvNWts/K0cco+oJH9a9Q71478IWP/CUXq7sg2Z/9DWvZlHHIzWFRe8ethJfukOVeM8YpO/FICe35UvaoNwBA7cd6VV/Km0+IgHB79K5q9G/vIGSpHg5pxQ8mnLzwKnWPjmuNIluxQmwOaoO+Sau3zBc84rMQtK2EXJpWbdkXHuP34HWlRJJT8qnHr2qxHaqvL4Y+napj09h2rpp4XrMfN2IUtlH3jn2FShVUfKoH0pwoPFdcYRivdRIlJnilxmgiqGA96Xim0ZoAXb0pD0oLZ4FIFPfigBMk9KXacZp44GBSEfKeaAuA5UUhHGKIyCuO4pcUBsQkYPFSB+KV14qMDnmge5OOaXFRLxUin1pktClaB1pw5pQKCbidqQtwFz7040wjD/hWtH+IjizB2w8v66iGlUZNIakj+8K9E+WLEa4FSUg6UtMkKKKKACiiigAooooAKKKKAIpj90fiaiJp7nLn8qj715taXNNs+swNL2dCK+f3geaQilJphJrI6wNMP1pSTTfSgoU8io26GnmoJn2KcdaTKiMiIaQmpGO/5QcDvUUKOi+57GphwOnP86SLe55P8VtQzc2WnoflRTM49zwP0BrzZjuH1710HjbURqXii+lRsxrJ5an2Xj/GueUEV1QVoniYifPVbJUUnJAyFq1bgy8DsPzqGNgsLJ3J5qW2l8o7gM4psxI75gq4HU1l9TwKuXDebISOmeKhCfKT+tUhMs2rYU+3SrkMXmbuuc1nQHIIH51r2TDyZDjJHb2pMaElujDCsX8SnK+49Ky55DI2c4q9dvEyBcEsCTxxistgd3rSQM9G+DsJbX9Qm7LagZ+rj/CvZR1rzD4N2my11S7P8TRxD9Sf5ivUCawn8R6uFVqSDocjrTfxpwJxTDwag6ULQppAcjNOAoBlmNeVdTweD7GrhP7s/SqEcnlk/wB1uD/jU1xOUiCLwzd/QVxzpNT93qZNPYz7mNridlJwg6mnxxpGNqDApQOMCiumnTjBaGg7NIeaO1J9K0AB1oNOFDCkA0UUm7nFByelAWBjj6Ugy3IpwT1p9A7jFUDnvTsUUGmSJikf7mKcKjkPIHtSY1uMT79S1EvLjBqbNCHICOKYBT6Q9KBIaMZxT1pmOhp4oGx+KcKaPSnUyGBpjff69gKeaYeWNb4de+edmbtQfyENSxDkVHjJqzEvFd58ySjpQTignFQSSelMRYooooAKKKKACiiigApsjbI2b0FOqG4PCL6tk/hUzlyxbNsPT9pVjHuyFcgCnCko5FeWfYjSKT2pxpvekMCOKZ04pxNMPNA0NdwOByfQVXlBLpnGc9BVk4UVEVyS3cd/WpZpF2JMcZPWuf8AF2upoXh+5vM4l2+XEPVzwP8AH8K3ZHCR56V4f8QdebWtZW1hbNpakgY6M/dv6CrjHmdjGtV9nTb69DkeXIJOSxySe9PkjKRk+9OgTfME9KL1gF2jrXSeKQI4KmpomAGTwPWqsakkLUzrsIGeKbEI4UKeMZ/SoiQ/H8PYUrZc98D9aaw2kZ/KgCdPkIH51fjTELPk5IqiD8inuauGTNsVHQDmkxlA/NJ1psjAAADmljQ78mnC2kluI4YxmSRgiAdyTgUCVz3P4Y2P2PwTbysuGupHnP0zgfoK7HOeKrafZpp+mWtkmAtvEsYx7DFWR1rlbuz3IR5YpdhRwaRuppeRRQUR08GgjmjFIY9eRSNweaFOOKG+YYpk9QHNJSbu1OFAwxmkPFOprUCDNGaMUGgYhXvThikHvRQAtJRk9KXH50CEoHNKKOlACGozyS3YcVIxJ4HWmScYUfU0ikQp98VaI4zVVT+8H1q11WhDmIelFFGaZI2lBHFKRnmkGRSGSClzTBTwaZDFNMPU/WpDUff8a6cN8R5WbO1FLzHKMmrajAqCJealdtq13HzoyWSq5OTSscmm0gNCiiimIKKKKACiiigAqtOf3y+y/wAz/wDWqzVaf/W/8BrDEO1M9DK0niF8xgzTsZpq08CuA+nGmmmntTOlAIbgmmHj0/GpC3NROB1cnHpSKQwsDkg/L6/4UpAA64xSd9zdB90VR1O+jsbNpXbAAyc1JZz3jjX/AOzdP+zwvi4uMqmDyq92/p+NeMS8M2evauh1HVm1rV5r6X7p+WJD/Cg6f41g36NFMysMdDiuiC5TycTV9pPTZEUTeU+R94VEw86QsemfyodwJT6U7JVGGOG61ocxGhAlGOgomyzcCnRr82TR5g79aGFhMBVwBz2qLblywOcfeJ/pUp56Hk0Rxg4DNhR1NNCGF+MVPHJmPbnjFVpMZITgU+IBQOvNAEseSdwHSur+HelHUvGdvI6ZhtAbhs9MjhR+Z/SudhBWFmwMV678LtHNl4efUZVxNfvuXPaNeF/M5P5VnN2R04eHNUXkd1ijFFFYHqhS9qSlzQIKTpRiloGFKKb3zSigQx+Dn1py5xSnB4poGOppD6D6Q80UCmIO1LgUuKQ9aADFIOtLSYxQAuMcikyc07tSHNAAaaTxzS5wKZkk5PQdqQ0hw45PWon5anMSajJwCfSgpIjjIMnNWwflxVKLlx9KuoQRSQ5oO1FBFFUQKBSEYpaByaBAKcvWkxTloExT1FNXmlNLEucV14Vas8bOH7kUWI1wKimarAHFVputdh4JDRS0Uhl+iiimSFFFFABRRRQAVBcLwH9OD9Kno61M480WjWhWdGoqi6FMHHNKXp7wlfu8r6dxUGMk15s4Sg7M+soYinXjzRY/cDTWNNJx3pAd3Tp61BvYXGaY3HLGpCMCoihLZPNJlIYAWO4/gK4n4kXXkaI0anmQhTj3ruDux6CvMvilLtSztweHYsfwH/16cVqRXnam2ecxymNHI+9j8qRz9qVZSSSqgNn1qsdwbrir0Nuy2rtke30roPIRlS8NmtCBBNGgBAY9vWs+Xk07zCqKQaog2fsGxgeOOuD0rGuAYpWHvVlNSl4LNkj1NJKyTjzCAD6ClsG5UVyDz1pysWYZP4VPJbgxh1GD3xTooCULY5Qg8dxTuFiq42vU2BjcT16VLdQ/dYd+1QE/KMdqYjoNF0uTWtRtdNh4MzAOw/gTqx/KvoC3gitreOCFAkUSBEUdgBgVwvwv8PGz0ptYuUxPdriIEcrH6/if0ArvjXPN3dj1cLT5YXe7A/SgYxSDrS9Kg6QopM0c4oACSDQD60lBFIY7tSHNMGQaeDmgLCjBpGGeD0ox3FJuzQKwigqcHketPBBpvT3HpSA456ige5KDS0wPSlqZNhaKTNBNAADg08+wqP3zSk5oAawx15pAM/e4NKTjr1prNxSKQjHioZOAB3NPJzknpUZy7ZpMtIIlw+farKcmq6damU4oQpakxFIelLnIpvNUZi0tMFSdRQDEzT16UzFPoExG6H6VNCtQEcGrcYwK7cKtGeDm796C9SSoZVqakYZFdR4pQNFSSLg1HSKL9FFFMkKKKKACiiigAooooAKRkVvvKDS0UWGpOLuiBrRGP3nHtnIpBbFejg/UVYorJ0ab6HVHH4iOil+v5kHkEnlv0pRbp3JNTUUKjTXQcswxElZz/IaIYx/AD7nmvN/i9YNJp2n3qLkRStG/sGHH6ivS6zNd0iHW9KnsZvuyLjPoex/OqlBOLSM6daXtFKTufMlzH5cAc9WOBU0cz/ZSpB5HGfSr+u6Le6bqzabertaHheOHB6MPUGnyW0MFoB1Y1x+R6611Rz7xseSKr8jPtXS/Z4vsxOF3np71iXsQjmKjnjrimmJlLJqVHZVIHQ03yyxxVz7MEQFuOKpiRLZOHHlsK0/s4jGQeowT6VlRRlCrr0zitEyN5rx5zgVBXQGgDlFbp0rS8JeF/wDhIfEPkOMWUGJJ29R/dHuf5Zqi58uDzGxngD2r0j4WWTRaddXrg5uZPlz/AHR/j/SlJtI0oQU5pM9AjRURURQqqAqqBwAOgpTTgKQ1gesRlccil69etLSHFIYnegsR24oxRk0DEDqxxnFKQaQqD2pAjA/Kx/GgYuMdabyDS7yB8y0oIboRQAgfFLlW69aa0dRkEdKQJIlwR7imk85HBpFcgc0u5G60DsAcE9dp/SlLkdR+NNMefunNMYuh6ED9KAsmTB6XdVfzB3GPpSh1PRx+NFw5SfNG+oTvx8q59xzQAf4vyFFw5SQvTMl/mPC+tISOB94/3R0/GnbWJ5PTtQFkhrZc46AUhO0e9SEYOBUeNzewoGhY+RmpF6Zpi/pTxjFAmSoexoPBxSKec05uRmmR1EHSlHNIDSimIkA4ooBpRTJE25YfUVcUYFVU5lX6/wBKt13Yb4D53Nnesl5fqFB6UU1jgV0HlFebrUNPdsmmUhl+iiimIKKKKACiiigAooooAKKKKACiiigAooooAWiiigDyr4vXCLd6RFsBdUkcnHOCQAP0Nea388klsFXnkFiK7T4r3Ak8Ywwk5EVqgx9SSf6VxHnFnO0qI1BPsa4pv32e1h1akhbedmXaACzcc9hS3Vjl1IBYt0xWbZzlLkselbPnb9oL5fGST0UVL0NUZPkiO4Absc067YuFxwKaczXWFBwT+lSyNGLtI+CB1xTERxBo4sMOD61ZgOZnY8cYzVuXy5ERgowGxn1rPu5gkxC9B1+tJasb0N3w5ok3ijxBFp8RIt4lMs7j+FR/UngV7fo+mxaXp0NrGuFRQKx/h14cPh/wr9pnTbfX4E0uRyq/wL+Ryfc10+O1KsuVJG+Xy53KXTb/ADHU00tHasD0kMxSYp1IRQUN2kdDR1HNLRQAbaTpS556UuM0AMPNNKKe35VLjim4NIaY3Djocj3pNwz8wINP6cUEUBcbtB6YphjGemKkK/hSHcOoyKATGBOOGpQWHUZFPGD060fWgdyMqjc45pvlDHrUu0dqTaaVh3IfKI+6Sp+tKDJyD8w96lOe4oHFFg5hiSIoxt208EbeOaQ9uKjKlTxwKAsmOY84HU0mOgAyfQdc0mcZIHPvVqwi3TGQ8qvA9271UI88rGVesqMHJ/0yEoVOCMEcEUY70rsWlZj3JoHP0pGiFHWpFPY1H34pQ3zUCY7ocGnKKQ8jPpQvJpkkg6UUmaBxTJJIf9cPoatVXt+ZG9hU5YCu/Dq1M+YzOV67XawtQTNSvLVdmLVucCGmiiikMv0UUUyQooooAKKKKACiiigAooooAKKKKACiiigBaKKKAPAfikxfx7dr2WKIfhsB/rXHmQhW4wK7r4pWMz+PGMalmmt4mUKM54x/SuLubKSAlZMjHWuGfxM9uj/Dj6FG3VmmGPxq/LI0Ax/fHPuKjs1QybmzsH606+xv3E5ZucenpQWhUYJ+8GM44qjuLXOeevWrI4RVIy7VHJGIDz1oGWJrnYFHPyDge9bvw88PN4n8Vxi4UtZWh+0XHo2D8q/if0BpPC3gHWvFZE8Y+yWHe6mBw3+4Orfy969v8J+FLHwlpr2lm8kryvvmmlxuc4wOnQDsK1p076s5MRiFFOKepr3LfKq+pzUFSTHdKfReKZiuetLmmz18BT9nQj56/eIaKXFGBWR2DcUhFOpDSGNxRS0mKBiZpc0Y5paADNJS9aKAExS0UUAJSZp1IaAE2g9aaMj39qdRg0hiAj6Gl5pcA0m2mIKaeacc0UDGMvHFRmpckCo8ZNSUhRGzjAGT0FaSRiG22D+FTz6mobSMZ3EdOn1qedtsDn/ZNd1CHLByZ4GZYj2leNJbJr7zMpQcjFIM0u3vXEe+hTxQDRijFAD1Pal6GmAipBg0yWA6UueaSl96CSWFwoc/SkeUmogTz9aK9OlpBHyWNlzV5PzFJJpKKKs5gooooAv0UUUyQooooAKKKKACiiigApaSloAKKKKACiiigBKKKw/GOpvpHhLUbyI4lEeyM+jMdoP60m7K44xcmkup5j8Q/FFte+I1Gnjd9jRoXnB4kbOSB7A/nXDfazdSlpmLRgH8aiuVb7KrKc7hn8KqhmgVY8/e6j0rhvzPmPcUeSKitkXIl2QGTAxnP0pnm+eWZuueTUoUvbLGDxnJIqJFCZTHH86Ch8RVpg+MhRxXoHgD4ejWGXW9bizZZzb27f8ALb/ab/Y9u/0rD8EeE7nxHrKGSJ/7MibNxJjAwOdgPcnp7CvoFESONUjUIigKqqMAAdAK2pQvqzixVflXJHcVEWNFRFCoowqqMAD0AoJCqSegGaWopz+72j+I1vKXLFs46NN1aij3K65PJ6nk07tTcU7HFeWfYRSSshDSE0EHvTe9IYtFFJQMMUvFJS0AIetJTsUmKAEo9aMUo4oGJRSmkoATHNL0pe9JyTQAnNLRQOtABRRSE0AFJ0oJxTSaBiEimrksMc5PSgip7SItLvP3V/nThFzkooivVjRpOb6F6NBGgUdqiuuYHHtU9Vblv3bD2r05K0Gl2PkaUnUrxlLdtfmUx1pRjNGMc0yvKPsyXFLt7iow2etSqeKCXcZg0oODTyM9aTAoC4vfNOHIpopx4U0yJDB0paB0FFeqlZWPjasuabl3CiiimQFFFFAF+iiimSFFFFABRRRQAUUUUAFLSUtABRRRQAUUUUAJXMfEKza98DakijLRqswA/wBlgT+ma6emSxJNE8Uqho3UqynuCMEUpK6sVCXLJS7Hy3G/WLtjgHqKqtA4uRvHU1seKNDm8O+JZrKQErG+Y3/vxn7p/L+VUbpminDEZXjIzXBazPeT5o3RXhlMFwUYnbnpXZeEPBsvizVS0haLTLcjz5R1c9di+59ewrlYNMuNX1m0sLRd1xdSBEHYZ7n2A5/CvpjRNHttB0e2020H7uFcFj1du7H3JranDm1ZyYmt7Ncq3ZZs7O20+0itLSFIbeJdqRoMAD/Pep6KK6jyr3Cq0z7pMDtxVk9DWcJA4DKQQ3Qg5zXNiZWikevlNJSqOb6fqTYOODTSxBowwpCeelcJ9AGfeik49KMe9AxR1pTTM4pd1AC0hPFGfWloAUdKQnmlpDQAd80maX2pCOKADNHU0DNBoAQjml4x0pDRQMM0h60UtACdKSjP5UlAwJPNNp1IOTSGhcDFX4U8uIDv1NVbePfLz91eT/Sr1duGhZczPn83xF5KiumrEJ4qnOc5FWpDgVSkPBroqfAzy8L/ABoeq/MjPSmAU8igV5R9oAA9KcODSHgUwknpQG5IzCk3U0Rk9TS+XjFAaEikUrH5T78U1VwKVuCv1/pVwV5JHPiJclKUl0TCiiivUPjgooooAKKKKAL9FFFMkKKKKACiiigAooooAKXNJRQAuaM0lFAC5ozSUUAFFLRQByXjzwkviXSfMt0H9o2wLQn++O6H69vevBXWR0lilQpJGSCCMEEdj719T15f8VPDdpFaHX7ZBHcNIsc4UYEmejH34/GuetTv7yO/CYhp8jM34OaMLi9vNbmXP2dfs0JI/ibliPoMD8a9irlvh1pw03wLpqFcSTobh/cucj9MV1Na01aKObET56jYUdaK5bxPrMkUhsraUxlQDKynB57e1U3YiEHN2RieJdaubm+dYZm+zRvsEa8AkcEn1qHS9Zm0ubbky2jctF3U+o/zzWFOzWs+8Z8iVsuOu0/3vp609pREBv4YjKnsajkTVmd8Kjg7w0seoWWoQX8IlgkDr3x1HsR2qdiM15hYy3S3Mc8bSRMpwFjOC/oPp610SeL47SVIbxWkVv8Alsi4H1IrknQafu6nr0MbGS/eaP8AA6vGaUjAqpY6laX8e+2nSQex5H4VbJB6GsGrbncmnqhmOaU5ooyDSKEwDRuI7/nTc80ZoHYk3GgNnrUeeacKBWHZo60mM4ozjjFAgHWlpufm6UZx60DsPwMUzpRvxRmgLC0YpATzxS59qAGnim/Wn5JPQ01s46UhobilBGDSAHPapYo986rkEdTinFOTsiatRU4Ob6Fu3j8uIA/ePJqWiivWSSVkfFVZyqSc5bsilPFUpWwPxFW5ulVJF3L9Dmoq/AzbB/x4eqGBhTgcCowmKkGK8s+yYnJpwHpS4HajFMVxRS45oAx0owfwoJF7U1iCRSmmkYcfQ1pS+NHNjHahN+QtFFFekfJBRRRQAUUUUgL9FFFUSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUALRRRQAVyvxGi8zwLqGFyV2MPb5gP611VVNUsV1LS7myf7s0ZXn8x+opSV1YunLlkmSWUAtbC2t1GBFEkYH0UCp6Cckmobu6jsrSW5lOEjXJ9/QU9idWxt5ewWMPmzvgHhV7sfQV5drN09xqk12gP79y+09gP4T7ir99qVxrN0ZlYZwFMB48oeoPce9Z64uA8MiAOrYdCcbse/Y+9ZXbdzup0lBeZDbSrKCrj5T94Ht7UQ2QMgRcyRK48sH19D7CmXZS0AXDMX48wDBQ9twqW0vkt7aQXTB4tjb2RvmwvVfbJIGfem5FqOozWNVWxtES3INzPlUYn7gHDOPbPAFZNm91DCYrkkRt/ERlTUe0andPc3CossmBsB+WNR0VfYVpw2l1aIEiIuIiPuNVxjZClK+xHaLPYgS27NKAcqYjhl/xrotL8X3CsIrgibBA+f5H/P8AxrnGiQyBoCbWQ/w/wk1NumST9/CJO4eMZzSlGMt0OFWcHeLsei22t2dxZzXP75FhGZFERcj6betVovFWhzLuj1AEe8Tj+lc7YTKhsIxI6xsXmIUHc2PlVQPrnip9T0jxGlu88ehPHARlVjCkgepA5rldGFzujj61uh0A17SiwAvo+RkZDD+lWob61nGYrmGQf7Lg15bp1/I9w5nVCQfmBHv+laUstkYVDQn5h8wV8HOev5UPDLoy1mU18SPShg8g5HtTsgV5dFeSwyNHZfaBz18wgCp/7Z1W/uPsVtfXEMg+cMJDyFU5Gal4ZrqaLMYv7P4npJOMds0nB71wbN4gsYy9zqt2I1j80kNvwOBjnp1FWLXWbtwn/EwmlYjH7wDj8hS+rvoyv7Rgt4s7XkdKSuRj1m8PH9oxZHXMa/4Ui6/eq5U6hZEDj/V9/wAxS+rzKWY0uz/r5nXUfTNcifFV5GB/x6yewBH8jUieLb0ruOmo49VkIH8jS+rzKWPovr+B1dIcmuei8V7jiWwkQ+0gP+FWf+EmslOJFlQ/7oP9aTo1F0NFjKD+0bGDRg+lZaeJNKbG662E9N6kVehv7S5H7m5ik/3WFZuElujaNWEvhaZMFq1aL95vwqAKzMFUZNXo0EaBR2row0G5cx5ma4hRpezT1f5DqKKK7j5silGRVRuBV9hkVSuEwB/vVnV+BnVgta8PVEJ6ZFRksKlHpS4FeWfY3Ig+KeHpSoxRsFAXQ9TmnVGAVp4NMlin2pn8X4UpOKQHLE/hW1BfvEcGYu2Hl8vzFooowa9A+XCiiihgFFFFIC/RRRVEhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAC0UUUAFFFFABXKeMr5BHFYlmUN87sh5X047jrXQ6hfw6bZvcTHgcKueWPoK82uL1769kuJSGkds4HQD0HtUy10OihF35iWx07z/Mczwx+SgcyFsAr32n19jVexigvry6uoPkt5DuQuD8qgYyc9ziq7yW17C1jaFts0i5RP8Alqw9fQVp2iK7C3tVR4oGKtvOPOkxwQPQdazSsdjaY3UtCTzrd4pgzkfIgckAHuwPIAPPoa5rWgp/0WEoGnIkYdBsB46/3jz9BW/AxnWZrVyY5Pkukk4cEHpnscfhiscQyahcS3cq8SSHGOcDoB9MUqV5Dm+UzILO5jbzJEKpz82MjFbNs8iD5VIAGSQev4VoW9qlqAVMybv443x+Y6Va+zJLy7xNnjLx7Tj6ritbtGWjMeO5+1bknhU479CalRLOYGOGU286jPLfK34Gr82mubUkRyEDupEmP5NXIzq7MfKuYi4ydkmUOfTngmlzD5LnqXhhLOLV9NhulBlW2x5zDgNjOAffJrrdRuQ99bxx+bHHGrPIxwqHHTNcM0C/2eZGEgmDIFIOCpVQP55qlP4v1RpFtRHbiRekrIWbjvjOP0rJxctjROKepL4otLT+2bgRWq+bIEkZ2UoCSMn5ugbocGuduLOQRDzEkiVAfm2grj3IolM11fP/AKdcmSQ5eVpM7j6kUXVlHbyeVNcPO7YUl5Dg/hQoVE9HoNzptbajYp8W7eThjjBbOMkUmk7FvpZiSoEJGR7kD86uSQQ20AaSKLGB8oHpVOKeSWObMyQRqVGUQHGTnP1FbvYyi9TS8SzRrYssFyWVjFGGY8kHLHJ/AVg2l55Klh87DgelbGrWj3hCCWSfEwy23ltsY5x260ttpSxEboIVfjmeQfyzShsEnqUIruaZv3VqDu984pfJZ5MzSog9FGT+VbP2S9Pyxy2Ix1USqKQwzwcSWcciDqUkBpksygbKMgl2YnBBKY/Snfb7UoUVmJ9PTNTedbh2MmmggcH5s1Xk+zEZECp6HGP1p2YaCPfcnkjcKri/U/6yRD9T7VJ9kgm4bcMcj3qFILFWPmo4PcEZ4osFyu1yGOMoM9CKdklA5mKjPB7Vc+z6M/7vyJGfuy5GPeqw0V1uop0lWOONw4QDcWwc4Oal3Q07nT+G7jU9KlEj+fLBPhQ0gbYx9Mn+deh2t1FeQ+ZCwYA7WGeVI6g0yGSPU9OikdQY5owxX0z/AIViMp8N6gJ3kH9nXDCNvVHPQn/PrWd3F36GUuWsrbSX4nSUUUVscgVXvOI1P+1Viq139xB6t/Ss638NnXgf94h6lQHNKDS4pOPWvMPrx2KUc8YpAe1KKBCEU4Clo7UCuNK5oRSd31p1TwIDECe5J/WujDL3zzM2lagl3ZEsZNSiLipgoFLXefN3KsiYqLFW3TdTBFSC5WoqwYqURUBcmooopiCiiigAooooAKKKKACiiigAooooAKKKKAFooooAKQkKpZiAAMkntS1yvjTU5oLRLG3QsZRumI7L2H4/0pN2RcIOcrHMeKNZutT1F1ihmEMeViUKfxb6msBIb6a3kK2sokPyo7EIq54J59Bn86tTzuV+XeOowznk1TxP8qhoyR1U5qLs70khGEGkwtHYkvcyJ5bzA9Af4VHv3bqe1a+gyi0YNIx3DgjP8R6n+lZCRSqrc5ZjnkYA96uWReNfm6npVKPVg5K1kblxFa3MrNKgJwQXQ7SQexx1H1oePyl2xBdi8YHFUBIDIfm6nv3qYTMAMHGD19KqxmWY5FCHBwcYwTxTXIIAZdvy5zUHmeYT/EQMt789adI+Sq5zyCD60AMknkiUGJ2Urk59ayrtjMnm+UjzKQ4XAIb8K0bkrtYtxk4H9az2UyPgqGxycHBx7UwNW7uZL2FXtbPUXWRRKFjuACu7vjHrmucknnhvQ7Wt2JE4/fSYP6CruoozmzUGZZzbrjZlSQf5/wAqpmC5gV3kaTg/xnJNTGKsW5DY9Vi5VoplY56MG/DFWUuIuGaSRDhSd0e7AI4Oao4afAMKtk43qcEZq5bq7I5QIzM52qcHCrwP60pR10KTJBJFMQReRufQhh1qxbxyiNkgWMuWVoyMkE54yO4qt5VyowFjXHXagqSz3CaYXMhIdAFP90huo9KlxkuoRaZoavBftCzyFhsuMzOG2g5Qfp7CpNJtoWUyGB5dvTBVgf1rSQW9zfCxNx9+WMbmI7oRn9MfjWn4h8L6baaOdunWcN41u7O0eFyMD5seuePeo5tbFcqsZt/Jb22JYbKRWYEFhGODWAbqVZ2JMygHGdgOPyNWf7LjntEDrbxYXbkyHI/AVnvoViud1yzc5OwYFapNGbaEM8iytgzkHuYjwaqyXDLburNISGyB5TdKkk03ToW+SabseHIqErYJ8pllIxnmVutPUXuhb3266RRGVBXncpGKZcXqR3Q3FWAbA560q3NtGT5Usn13E/zp7TQygEvIW7YA/wAPc09Q90jfUI/tshwVRcAKp681qW2pNLA/2az24/ilOT+ArJNpG7EAIO/zJ0/Gr1gLi3WQCJSp6tHOVOPXBBpO4JI9K8FTzz6G5mzxMwXjHGAf51p60IzpcqyqGUkDB75OKx/CWo2cOhtbzXCrdW4ea4jZ9zKpP3s9xjHSm3+opr09hZadJHKJf38pLYMcfTp65rGcrQt3IhTbquWyRvaU7yaTas+d3lgHPtxVymQxLBAkSfdRQo/Cn1rFWSTOSbTk2gqtedI/94/yqzVe7HyIff8ApUVv4bOrAf7xD1Kp6U3bTqK80+uADFOHWmg807OBxQIfSUDoKWgQmOc1ag/1CfSqpOOauIMIo9AK6sLuzxs5fuQXmOooorsPAENFBooAKKKKACiiimAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAtFFFADJZUhheWQ4RAWJ9q8+v7qW7na4I+dm3Y9B2FdB4t1HyLVLNDh5fmfH90dvxP8q45bmQyDuB7VO7OqlHljfuVriGWTO5jgHnNUzbSBmZePxrZEiTfewM9eKc8RzkYIHI9atGhibtpwxINTRsVKjOcjpV5baMrueP3A61GLUKC4HIySPT2ptgQklpRyPfNScjcRg/Wj7M20sRnByCOM0KDgA8Nz+VIBQwyOefQU8Bt+c9KrcRvjPGeKl3N3PDDmgAmXdtbB69KqzxrsdvmHyYJFXSRJtXjjGT0NSx2iSRvuHBdU496BohuLy5tL2WG3aIAoinevz/Ko4B9KzrtSir5jOzSHLfhWxKtpLqFywika5EhBJXCqucCo9QhEVztaPcFXgYFERMybW2cxCVORnpnqe1XTY+XCrxssa7ceUMkjnnnvzSS4TyBb4R8jdkjB9ePWkkmXflGyem0HoM0m9R/ZGtGwAUcirkNl5drv+yLO7DDJvC8Hp14qqHY7RtwOtWDcO0eN+Bn8qHqrAtNQNpu85bfSUhj2HLFo8r74ByfpWneW62lhqkYJUR6dEBglse/PfJ9ahhu0S2lQYJKEAsBxWfFqduLhba7mYLdQmKYbs7cdG9PQ1k48rNVJyRnWbQnImuph6blxg1caDoYbqNxjAy3+NU5RLaztb3cS+ZGSp9x2I9iOakjghk+baBg9M4rZIxHTW8W0+ZcqWI7YNRNaWO4kAPkdu1SC1hRvu5A5GatRvAoG0op9M0AUobayGQlvu9M1NlASEgVMLnGPeleaVdxQAKTgZ7/AEqNZZTgPnHTOOaAJAV67VA4OB60ROYmG05HTFJKhMYZPwK9qro7K5ODn0oYF6GyuNUu4YrMFpXkeJJCcAqACwYjqoOfyr0zRtDt9IiyuJLhkCPNtxkDsB2GcnFc78PrNf7Nt7hkAkSNznHQyNn+Q/Wu2rOKvqZ15te4goooqzlCoLr/AFa/71T1Bdf6tf8AerKt/DZ2Zf8A7xEqUUvak9680+uHY4oAoByKUUCFFGaKTOaBAx4PvV8DAAqiQCMHvxV6uzC7M8LOXrBev6BRRRXUeIIaKDRQAUUUUAFFFFMAooooAKKKKACiiigApaSloAKKKKACiiigAooqnqlz9k02eUH5tu1fqeKTdlcqEeaSRwfiC7N3q88m47FO1foOKzoiHGSRk8deasTKSGIz/vEVGIvlGQQfrSgtDtdughwBkYPP5UJKyjBZsDgg8j/9VNeNl5XgEUw7zwT24I69KsRbiuQ7fOmVXuvenh4Zfm3HHp0NUsEqFB5p/QjByR1B7mkBbKgpnPXgsKa0e45Cn0HrVb51xtyPc9KVZpeDkgHrnn6UAK1qY2HGfp/OoJFZVA2jPf1qf7W4B3IOnU02WXevKj2+tMCKNlyfy59K0LS3LeS6uQvmFyM4BAHf8qyd2wbgfoauWNw28rjKpDI2c4xx/wDXqZbDW4WF1NcyJF9n8pARlx/Gepp+oXUUV/OWA6jbntS6bqM15cojjasPTjG4dKpskNxdN9odVbzTimhMfd3MM14hCOrL80YB4BA6n86hkZPOO1CcnkkckikY2zXp3gjYfvEHpnHr7VKzQgfI2Xye2KlblPYRnwwJX5dvekLblBUdfpzSM0WAf4sYFRSOqrxgfUZqiSR92HZSCCcYHWs0vuLRKQGONpIGQfY9ue9WWkClsMcHtVOZ0JJIAOPTpQ1cadizHPHqMSwX6yxyRfLDchcsv+yw/iHtnPpVS5iv9PBcjzICM+dF8yke/dfxqRJSQP3jhR/EvX9ev41NbTT2+NkhO1MFkBy3sR1x29KnVM00kV7fXlLgyMGUDaMnP61M15ptypJkKSZ7VJ9jsLvfJNZoXJK7oPkbPuvTr7Ur6DpxGYLhcqcFJl2kfjT5hOPYaixITsu0K56NUzedgcCSMf3TVOTw/cxsdkRYDoUbdUDRXttKN4dQCCeMdOnWi5FjQEuF2lXGeTkd/ak2JISPMKj1BqrDdXDDaAST6VbS4uWkEYh8yRiMIq5b8qGwsd14CYQ217aFgx83zoypyNhAAA+mB+ddhXDeCkaHVbmKZUil8st5atnOSPwyPau5pR2OaurTCiiiqMQqvdf6tR/tf0qxVe6+6v1rKv8Aw2duX/7xD+uhWooo7V5p9YKKXvSAClFAC4ORRgilzSk5oEIBl0H+0P51dqmnM0f1q5XbhvhZ87nD/exXl+oUUUV0nkhRRRQAUUUUAJRRRTAKKKKACiiigAooooAKWkpaACiiigAooooAK5rxVeonk2u8A43t/Sulrz3WXa/1GWYElS3yc9QOBUS1aR0YdauRAYyTlefUjmoWUnkHvUTJNExIDYx1BqQXbKcSRgr+pq7GxGznp6nAzSphvM4xjI5PFTSPBIoxuXuQfWqYI+vfNIB7xHAIBIGKaV2Nlvlx1FONwMgYOR1pwkVnChRnqc0wEzx8nPoBSnCbjjHPUH8KBGpYHkcjj9aSRWHGcgnv3NADJY8P1DYxjtUIJ+bdgY/vVJvb5tw/z7Uu1ZPLXI4H0z60wKwU42BSB1JqzbRbftTo3z/ZyBg45LKAPzqBon3ccHjp2qwHaSC8VMIzCKNWBxzuzz6dKllRLFot4LgteqISpIBAC5HvWU1rFLOzkqA0jZYP0qdftcWVupt7jk8g4FZiXCuyIcfJkqapIkvRRF2eKN0KkrgADJ/E0CzUKCc5yflbvTbV52LxrMFZAuOpAyDntVoGQbVdwTk8jipiVIgFuzJGM/LntThYrt++SCMbcYqwpIQbi3ytgY9DT8spIQjBGMnrTJK62a8cngEHig2ET7QMHk4yelXIncjlDn1pcEEFQAd3OMYzTAzHtsE4Cn8aQQgDlMhRkev51of8tMkDk/lQAwc/KGB3DkUAZ4hZ5PNjI3IARu6k59Rz3pTOynZcWgdQMkjk9e5HvV0JIDGfIi+YHBPFTGB5WQlY8jripaKUmjClvEM26O4MeDlsnk/gfpmpf7ZuImZnkJz1EgyB+eR/9c1oXdmkr4kt4ZBjutZh0aMMWW3ZCR/CTS5SuYm/tKxAMklpaO5UbSVxjtniqEviCf7QqW0flQOcbbWPbuH16/rV208KSz5YjYvJLGobi2NtdrHZM8UK5UMMZZh1J9KOVBzHWadLOniezK2vlIjJGXJIMiun90/dxz06mvQa838Hxx2mvRxSyuzzkyK0jFizbOAPTvXpFTTVrnNiXdoKKKKs5gqtdn7n41ZqtddU/H+lZV/4bO3Lv95h8/yIKAOaTmlHFecfWCijNJzS0ALQKKdxigQsQzOntk/pVuqsHM30U/0q1Xfh17h8zmrvXt2SCiiitzzQooooAKKKQnigAooopgFFFFAC4oxRRQAYoxRRQAYooooAKKKKACiiigCpqlz9j0y4mGNwTC59TwK87W6aNiTGCBxmuv8AFUxFtBbg4LsXP0HT9TXKpFlDgkZPQjGalfEzspq0F5kkNxFLwSRjn5qkMaSc8N8vWqTRlS7gfX605JFVAQdreq9/qKooe9lknIxgZ4qpJA6kqMZ9hzxVzz2VR5gDd8jrTo5YJZhuUqR0J6UAZUqsH+5g9Oar7nDcHOBW80AZuoIAx64qnJZ/MBs4x1AoAqJclgOfXinCdCVJHPXFJPbbM7VJGD1Oap+X82CSOKALxOVyWB7DJqJiFIIz8tQgspG3nmljk3DJ6k9OtAFmMsJkwpOcnJ6YqS8ha4sW8iMmSSVAAAfQmmQlXcE/Kx4GOlF7IraWTIWCrP8APtODnacDPakykiiYLiBJBMGZkH3S2MVmRRsZGkOAgySCelaKxh4Zpf3wUIQMtk9KyoRO0hEa7mYYxntVEm3ZIv71t0i5xu4I/h6Cpkm3SBpNp7YHSoYEmhEnmDyWYZR2IJbAoA8xjiQMSf4e/FTEqRO1yhVgQM9j0xQbzbIpwvHJOfyqiYzmQZOfU0jW7HbySTxVEmjHqAjVS20kHpmpV1BXRsbRg5OD29qyhYOy8yDhvrR/ZUrbtjk98YpAaa3seC5CdfXqKe2oRI3zBc5yeayRpNx8w3nBGacuivxmRSTjg96ANNtWhCqcxsQcAc5H+c1INYiVA22MdBnOBWR/ZKBE3O5Oew96n/suByF3Sd6ANJNSjcFtsZPqT1qz5i8EMi8Z2luaxV0SOQLskde3zNSnRrhc7boqewJzxSaGas96DF5e8EN2HHHpmsllMU528DPA7Zpo0O6Ubvt5HOCQKry2V/AGMVzFMvXmgDZsrgW2s6bckkKsq7xjJA5U/wA69Srw+DUp7iWK3aAiYusaMB0LMB/9evcDwSKlbsxxC0TCiiiqOYKrXePk/GrNVro/Mi+xNZV/4bO7Lf8AeY/P8mVx0opaBXnH1YdRSijpRQIdS03JpeTTESW/+tb2UVZqvbD5nP0FWK9Ch/DR8tmTviJfL8kFFFFanCFFFFABUMkmKdI+0VVdtxoGXaKKKYgooooAWiiigAooooAKKKKACiiigAooo+vSgDi/FNyH1Ex54jUJ+PU1jR3DAADBAHSn6t5kt9LMDkSuSKppEwJxxjgYNKGqO56aFxZgADtIzz+NAaOROGAONpyOaiBkRdpB/vZH5YpCu9DlOpxk1QDvLZGUo2ec0yEny/3uN3POOtMGUkyjMMZwuaJGdYsdeOppAWI9y7tjAj36VLG7jO9SQT6fjx+lZiSGMM27Ge1Tx3fQOu7PU0AXXaMKS2FAGeRzWZOEMu7BGatvIkg2qx5bJ+lQyKjsG2DODn2Of1oAqY2lCuAfp71F5XzZwQR0FXsbWVsZABPK1Wb727JIOMUwIWnZGPy9GHWrCzwNaRySr5iLcnMbED+DrVKQbzt5Uk8USt5ejzGWJWUXAypOM/J04qWUmWWuIrkXUix4Xbwq9AMdqp6Zdl7iOKzRlZuN+BlfpUdqJjbljEqJJwNoxt+launQixWV+IzjHyj5jTewiFY4LV2D3LF5MsRnJU9MHj2qISLHyhOMDp3qq8bPBPIivhZ8PtPXPc0owAMc4FTAqZbjlbI44AHJHNSrIAF3KWHr6VBGrbiAML6elWDkxqH7ds5qyCcTJ34PHH/16lS4UHKo+OtQRjMmc8ADI61Yi25XcwJ9xSAY1+AuUtpGOeuR1qB7mab5ivlAjgk/rU0htlYB2A6ce9QSXtqn3Y/MJOAClMAF1szulJYdgOOtSG/Vl/dwMw6529KrPfXTblitFC9eVHpTU/tS4gOJEQHoBRdBYn+03RcGO2AwerHio2lvN+5pkRGGev501NIupATNeN16LUy6HaAf8tZABnLPwfWi4EALgkm7iO7qOtTRs6nPyPz0Bp/9k2gAJhGM/wB4nIprabDjdFviIHQHPNICtNZyC/hlgG3a6uGz0YHOD9a9kjfzI1kHG4BvzGa8WutSutLUosfmK3DuV+6PX617PAu23iX0RRz9KhfEZ4j4USUUUVRyhVW5P7xR/s/1q1VS5P77/gIrHEfwz0crV8QvmRjpRSADFKK88+nFo70lKKAAUtFGOKYia2HDn/a/pU9RW/8AqyfVj/hUtejSVoI+RxrvXk/MKKKK0OYKQnApScCq8knYUANlbJqGlJzSUii/RS0UyRKKWigAooopgFFFFABRRRQAUUUUAFVdTn+zaXcyg4KxnH1PH9atVj+JZhFpDA/xuB9QOf6UpbF01eSORDmRQrfw9DjrimCLI4Gcn1qhLLLI2ckKcfKKVRnLd8cn3qlHQ62XzEAc7SDjHB604qyR8AHCZ59azypT7p6ns2KcJpwMqxGegPoKAHMiFiCduSACRjFRskqqoyGi6kEZ/KpRc5dUljV1AJyBj86bNt3AQybWBwUbgikAFVMaqyBT7ciovI8xMr68Y4NSGba2JEycd+lLtTduXqOmDjNAFTynXleT6dDSGZu4I6D/AAq2OTgcA/3vX2pssalRg/xY59qAIhPkkk/w4GDipHKsGK9eAMiq7IA7cDrxSMzKAQc0wI2Tec5yRn8ar3EMtxpkUCso33JzlgBtC881oWrKThiMHuahv9OiS2W1lnaJCzShlQvuz6Y9gKickty4xuMub0/ZHGnyhbe2Cr5gXJZvY1XsHu4/tF1PfM8aoXaMn5jnpVloYP7GeHSpYJRGwLjPzD32mqiYgR3a6kd5EwsYXGfSmmJoit3cllLEBiCcHsRkD86nUl/mIHXBNERSR9zKDtAXO3GcDBJ455NSRx71wMfLwacdhzJwzZDBVJ6Yxin75nQjy1PGcjqKIuB1zg5IqeNo8YYc49Bzj/8AXTIICkhYMI8L064/z1pn2Z1IDIcA93q8rwKqtyAAQRn/ADxTy8QGDNhTyPajQCiI0Em5oM575zirAZlBCW5GDnhf0qV2hC8XKpn1NMElqz5+1nG3GB7UgHq0jMAYto6HOPXNG64B2HYByM5zUPm2o/5bSnkAnFTqLRixCSN6bj+FADBO4YF5lIIwO1RhiuCshwDj6j1qyIYVOVVVXHA25xTiArfKTgjpimBSMhPyhiCRxx+VN+0SKe5B/vL6VbMfzDL4HIHuagkKjH7zOCcntSAoXxaQCRs9sjsQDmvZlOVB9QDXjN07Tp5cS5B+Ut6Z4r17T5fP021lzkvEpP1xzU9TKv8ACizRRRTOYKpzf69vw/lVyqUhzM+PXFc+J+A9XKVes35fqhlKKTrQOtcJ9IOxRRSigQAUd6UUd80xFiD/AFK1JTYxiNR7CnV6kVZJHxlWXNUk+7YUUUhOBTMxkjYFVGOTUsr5NQ0DQUUUUhmhRRRTJCiiigAooopgFFFFABRRRQAUUUUAFcz4wZmhtoh0yzn9BXTVyfimZBfxo/G2HOT7k1MjagryOQ3AckEEe3FSRLvU5xn3NXkSGQA5ySO/NIbAeXhdvB5FXc6CAxNw23A6nHanPFtYLk/KMEUjQXEakIxxkDBGe9O80NODJlfcDjii4EflLK/KgZYKDnsKYynLnIOGzzwfap8qVDOA6c4YcEUyNFOVSQ47BhjtnFICsXkRgoclQANh5FIJk8wKT5eemeRmpwkgALx5U8+xqGWBJFUoTgc46gE0wJ4hIVGR8ueOMimMQshBG0LwcdKgiee0IMROCM7DyPyNXoLm3vAVmHlyex4pAV3UsPmA+tV5oSdxUZwMZHWrtzAYpdoPFRR5yFfq1AFaNcIM9QD2q7DF58DylnaSKJih5JBUjFK9vnJHOepxzQYnSQQIGLAtjZ8pxtyec+2fwrKrsa0tyrHPbRWsJljYSPGVV9mSeT1NU1gSOZZGDeaynyyOTn19v/rVc8uG505J/MhxIpwxDbs5PUduarLOIkxnzJucv6emM0ldobsgeAW6+Uu0vn59vb+lRhG3krnJHINSANI2SSSRyetSxxnqACcgkjtWq0M5FXaWJG5wcHocZoEUjIRuYkDcBntV9rddy8bTnHAqSOKN5WDHqpG3GKZJliCYkDd17jmnpaoclyM5xhh1+tbMcERC+gzntSSWcHzExNnPHzYoAzjDaRp/Dwcg7RT2ubSMKRIgGedqVPJbxbdv2eM/70gFV8hAwVrNBhf4NxoAZ/asQLLGrsMnG2PNK93d4/d2twRjOXwuKHd2b5ZLmUFhlYlCCgWdw6ZFnGpByHuXLnHuKYEEl1fEgKIF5yA0u4/kKZ5mpKwc3EcYPX5D+ucVcFlI0aiS5bCnmOBAnP19KRtKgVg2wEju53E/nxSAzZZ33HztXjUD+4FH+NQpd2atzNJOenzI7A/lxWy9hAAGIBU9QABimN9mgbZBGGPQ4HemBRW5vJ49sFqUA4ViQo/KvS/BF1PNoPkXTKZ7eQqdox8p5H9a8+adm4LD6Dmuo8BNK2p3e3/VCEb8nknPGP1qZaEzV4s76iiig4wqi/MjZ9TV6qA755965cVsj2cmXvyfkJS0dKBXGfQC0AUDrTh1piFxxTWPBHtTzTOpx6nFC3M5u0Wy6OABRRRXqnxj3DpUEsnGKkkbAqozZNAIQnJpKKKQwooooA0KKKKZIUUUUAFFFFMAooooAKKKKACiiigArjfE8bS6q20ZxGoHP1rsq4/xBLs1iQEgDYp5+lTLdG+H+JnLYdCCeG68dquwXEgx82Tn+I1O0CSru2jnn5aja0ZQGDYycZqr3NydbhduSATnG4UwPDKGOV4BOOKqbbheMc88YzmoJHSLPmQZJwcoeaQFmW1CRHYxRvbkfiKa6g5Eq57AofaqkckZysV+UfOSk4OPzp5uLiNVaW33Ic5dDuH5UwHbJkP7qRiuMbSen0pv2tAziUbXP8WMYFPE8M64DDpxnqKSaDzQTuVt2SARz1oAm+SWMDIKhcZH+FVprQRNuX5l78c1AYJbd2I3DAGSDkDmnG6ZgqOcjOM+9AEizsQUPzKPug9R+NSxudyswznjntVNyQGcd+meaesuNoA44GM0DNAP2GcFu1Qaoi3UbOWKPDIjbk67SCDjFV3mwvGQxOetNllaZbmMt8rwllyOhGKTGtylHZLFbDyJGIVzncwU4/3agwyuCgJY8EZ4qW32tG0SyFtvAZ/lye4waGARWz1U9BSiUxSxUhlLDHT3qeK7dRtKo6H1HJFRwsrLg4HsamUNvGFBXHGKohlhryLa26J/UgNxxUf2uDfvVHx16c0oQNngZ6n+tNKDpigRJ9oVhgSzYHRQuMCm4ilXJkk567gTSLEpIIO09DStEPmfklSD1xTAdHFZBxv3sW6jbzVuM2kZAjts7eAWPSq6xEE4Qexx1FS/ZcR452kAk9MH+tFkBZW9wpQKqL7imFxIDvbHuaBCnG3LAjJwPWlRNrDCHOepxQBXR5GXcqM3UHHGMfWoZZ2H3pIlPTGdxH4e1WzEGdizNtBBIH5UC2hWRnRPm65I5P50XAzDvnOFEknP/LT5VH4Uv2N2jzI+7/ZQYH/160jDlxxtJ/GlMTYGVIGc9MfpQBnxoBkBevbHSr+kXkml6jFOmdu7EijuvcVGTEpAeVfTA5zg1F50e7gHjuR1qZK6GtD1kEMAynIIyDS1geF9ZhvtPjtWk/0qEbSjdSOxHrxW/SRxTjyuwh4BPtVFRgDHSrsnETnGflPFUu1cuKex7mTLSb9A4paSiuQ9oXtSjrSUoPNMBxzQgzIv1o606P8A1i/j/Kqpq80c+Jly0ZvyZZoPSimSNgV6Z8eQSvk1DSscmkoGFFFFIYUUUUAaFFFFMkKKKKACiiigAooooAKKKKACiiigAri/E/8AyF245MSc/nXaVxniof8AE3BH/PJcfrSfQ3ofEzDVpYuUJx3+lTC7IUBu56jioMgOG6euKlBGxc9m5FUbk63ELbVyFbHJp4CyAqx6D+tVli6cjb7jkfSlCbEyGHCkdaQxz2kTqySopGO4BqqdPaD/AI9JHg55AO5fyP8ASrR3hH+707etNNw2MFQeOxoEZ8sU0YL3lmJlGcy2p5H1WoYAk0m20uhgHOxzgj8OtbCXACqxJAY46Zx9ar3SWt4czIhbgBsbWHHr1o1GRRSTpnzYdwAxzzUDQ287KFLIw6ika2urcZtbgSJ2imP/ALN/jUQ1aCKXF7ALeTb/ABHhvoelMQ+eCeEEYypPBqvHMDIAwIx3rQSeNwpVsjrzUb20c7AnqT1T+tAFaWIElh8wznrTYVJvo1LcMCnPoQabPBcQMSDlc8VSe6aOQMThkYNz7GkykTxw+XFGxkZt4yCVxk+gz/M0SHYwB6U392Lq4j2FSH+Rt33wecke2fpSMvGD1HrSiypCBexDZxwRUiqSPldlYEY5ojAVuW6etSfL0LZw2BkdKogkRpSCQwbPPTmpDKWBLRAZGeGpipnByOSRTzGY0zkEYzwOlAD0uIwQTG+fbBAqZLiJ1KkvzxhVqvgbsjBA98Z96cuwEMUyQevpQInFxDgHpxjO0sc9KlaaCTALOWP+zVQEbuD1PeptwGARuUjPrmmBNFPDgqUk56cdad9oiAzsZ8jGM4xVdR+8GVGOcfzqUuEzkAY7k/iKAJTdkciHqMfMcYo8+Vtr5Xg8YzUBXGQW3YJ5J/KnZXb8jKSfbpn0pAJLNKACGK88Y7GoWbcMOxY9ACSf0qWSNnjIbGD0561UklBXaAzOP4V4/WmAvyg9APbqcUyR1DZB2emTk0myU5LYjXkYQ9ePWlWNEwR09aAH6Y9wl/ELKNhIsi7WPBJLAV68eprx5Z3trtJ4W2sjAg16vp14L/T4LoYHmICQOx7j881HUyr6pE83+pb6dqp4q1cf6vHvVbtXFiXedj2sojai33YmKXtRRXOeqFPApq08UxMMU6LmTPoDTCTmpIDkt7VrRV5o4se7YeROelVpm5xU7nAqm5y1egfLIbRRRSGFFFFABRRRQBoUUUUyQooooAKKKKACiiigAooooAKKKKACuP8AFagaijYyTCP5muwrk/Fif6ZA56eUR/49SfQ2ofEc04PHUYqfDbeEBz7VDk5Hv7U8EqgYcDr0qjpLSOjAEKFI/WhlGSBnHpnrkVGrBUyDnPQUb9jfKQcdsZxSAeBujyc9T6VADyRyB1wamhZWYjK/Mefp60xyqsd2zOceh60xDVBKOu4g/wCT/SklBYn5ssB/WnAqWJ4UfLnPSg/MuSASQenX2oArOznG2IMN3r0qlcQRzRYmsZhGT8wGD+laSbQxzxt469qaJhk84GOBnrQByD2AhmUaffvbu3SK4UhfpzTTq99p0pF9bOmD/rIvmU11cqxToElAcdCrYNZ39n+XA/2aUxjnMUg3ofwPI/Ciw7lW01xJcOjq69c56Uye4t7ktvGG9QKpXem2YYPIpsZegkU5jb8e341C8F1aDewE8f8Afj5qWMvO8hliVNzB4suQ3ygLwWbj2qXzCwByOeveskTxy27bwSkb7nCnBYHoCewyKuRyMYySvJ5wPXrUrcuWqLqYK43fMDyCeKmZXVd2zjHYVSiIDAE/K4xzVuJ5YlyCMA9DzxWhmx6TYJ/hzz+P+c1I8xaMEKWFKJo5R+8RSepFKLVWUFHUEHueMUAIHBxk4wKmjYBjzjnOcVWEDqACoODgtnrThHIpBwAoBB5piLZO5mJcYHzYz1p3ChQO3H1qsFkCFmxzgdParClynIIwM+lAEiNvcYTBHTAp4ZWcsSoY8dc4qFo3fblG6Z68c0qxypgNgLwwGKQEzDYxK5IAB2ngA0xp8A7cemRTmiZ0wSdwyADTBCAfm5Q/gKaAibewbc+OOAg6/jQoVANi4A6k+lTKvz5UAJ34/pTSkaqFJH3sDPJouBVk5k4Qk92IP6UzZIQVLYHSrj8KAcFhxnNRbxk8jGRnHSgCsY2xhjn0r0DwZOTp0ts3Gx96D1Vuv5EH864CSZVygO9/4QOnWr/h6SaTWI4mkbzZJRt2k5Hr+GM1E9FcOXnXKz065PCiq9T3P3x9KhNefWd5s93AR5cPEOtFGaMGsjtBetSU0A5p1AmNPNTW44Y+9Qip4eI8+pNdGHXvnm5rK1C3doSVsCqp61NM3NQ13HzYUUUUhhRRRQAUUUUAaFFfGtFR7Q6fqvmfZVFfGtFHtA+q+Z9lUV8a0Ue0D6r5n2VRXxrRR7QPqvmfZVFfGtFHtA+q+Z9lUV8a0Ue0D6r5n2VXMeLVG62Yjgqw/UV8uUUnO5cMPyO9z3tQQ3XH4U8yYhIJ57fUV4DRT9oa+zPoJQDEpwDgdQ386SUDOc4x6nrXz9RR7QPZn0Ax2ggDryM9MVE0jo5+XpwO9eCV7loaKdA0rGVJs4f4v9gVUZXJlGxZE53g7RyPzp3mt5RUKOvQEd6BHGGztOM9OtKxUEAD+E4IHXFWQQbykvK53A56VF5kgf7r9cHjA+tSyHKqwIznnjpUEjO6YbOBQA2QvscANvUg5B4qJ5HdmwM5FTOwbJ746jFVUkO7BAGRnrTAgkjMjMrKSrdVxxj6VkXWkXMZeTTJ2hA6wnlT+FbZmAB6D6dakhijvSUk37SCcj1H9KHsNHKaJb32p66mmSRRxzTxsRuHD4BYce+KsQOzOxZ9z557bSO1b1wGsPGOi3cWPPjmjAwONpIBH5E1t+OfBn2QS6vpkRZN+6eJf4Qf4gPT1rn1Tua8y0i+pyKMwXhjjOfxq/DMWPzE5IyTWfDINnPHHHFXIuYx5bgkepxWyM2WTtYDIH8qRV2kbXyucYximqXRmEg96mVuchuKYh0U1xE7AncAQSSPSrEd0GbDgkA549+Kh+bzAScrgc4qwgT7w29M88UCATRsCMEDHT3qWF4igjJ+Yk4bP41EYvnGD8rdwcUBFJGMtg/j9RQBZEyc7SvP+f607zEyi7g4yc7RUCoqn7u7ngk5qdEBQKoOc5+nH/1qAEEmNrHHYjvzUck4AzjHzcD9PwqVoQq4YDaO3TPvUc6J5mQBzyB17UARNNIGwd3TB+WomzuyOAWycCrjRZCsGxk9vSopQI9xyT0OAKYFaT5W56dc56VHIQJAvm5JG0og9OlTzRlg2eADnA6mmBFjbeFAyR+R96LgVPKd0wqiMeoHOKtWBGnTR3EJInRg4cnJyPX2pWYOCBzt469KaW3ZXk/TvSeoHpltdm+torkrsEiA7c9Kmqtpxj/s23MbBkMa4I74GKs5A715U9ZNn01KKjTjFdEhOppaUc9ORS4qSwz2paOBSY460wDvVheIV+lVjyOKsSHC4rqwy1bPFzeWkI+pWc5NNpTyaSuo8QKKKKACiiigAooooA+RaKKKwPVCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9w0Nx/wAI5pXX/jzjBORj7orw+vbdDGzw1px+XDW0Q9M/IK0pmdQuSTPwwxz3HYUjS7gCWIIP48imkZYg7RkA5zUOQFAUDLEDIHPFamQxywjydzYJzg471BJli4BC5568GrO0spAXaM571HJApCtIQcjqPWgCAOxAAPK//qqIeYcF224yCO4q6AFRQGxn0H86rXD8NnPDdc4FMCAsAzcY9M1p6ZCDCDI5DSnaMf3B978+n41kIpluSo4OQPrWnPdraWFxKhG5V8pBjkgf/ZHp7VMtiolKCX+1fiFaKBiNLmONQOg2nJx+Ve1squrKwDKwIIPcGvFvA0HmeMrAE5KlpDnsQpr2qoitzDEvVHimuaQ2h6xPbD/U7yY/908j/PtVKFgGOBweM16V480o3empdxqN8R2MfQE8H8D/ADrzJdySbJB3wR05qo6aGylzRUjUilJGGGVIqXy4zjy32E8EE96oRZBYbuOo5qyJjw2wjHuKoCcK6qGIyAOSD1qeJ1PHJz9KjjbK/cbIOeKlR1YqGRmHfPXNADxtG0sNxxwCacAqgE8gHBAHOKc0QxIAzjpgHFO2s3AAIIz16UALtHmHIO3OAuMVJEAZGydikZwOTxULZLHdu5HU8UsUgR1OVAwSMjmkBe2r5YwS4wQRionUMgwDnHUn9DTzKCOC/HPpxUZkKlgOx4PsaAGeT+7DKhLehGB1qGRMAbyQOvHb2NSAEqd7A5GcfhxUQQuG+XgD7w9KYiN2Oxs8FSOMcVUlY/MMliRx9e1TOVUspBbK4x/9eqzj98NwGCc4+tADmkx07gH/ABpshKruUZPt2FIVxtU46dasWtqb2ZLdM5kO0nrgdzUzkoxbZUYuTsjpvByyS2xuHEqKshCAnCsMdcV14lZ3GGNVLKyS2tYo0XaiKFUegq3Gg3ZHFfO1qrnNs+kpQ5YKJLgMvzKuPYYqu/ykbSPoasMcDmqkjktjsKn2011NVFB5ing8H3pwORwQRWfPJhs88dqdYXTXAdAn7zqp9cdQa3pV3N8rWoppRV29C+vJA9SKfMaI43DKzADHvTJjzXr4eLjHU+bzOtGpUXI7pIiooorY80KKKKACiiigAooooA+RaKKKwPVCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9w0IN/wAI3ppH8NtESd3/AEzHFeH17n4fAPhvS+P+XaP/ANFitKe5nU2JpI2zjt6E02Mfu2BGSefm5/z0p8v3B9f6UsIHycdz/OtTIiIYKEOB8vpVZhtXBYL83HH4/wBauOq4X5R1Paqjqu4/KO3b2oAqO7ZGehzjHaoJfmYsSCfSpm/1q/7tMkUbRwPypgFlzc7ueBnH070urODYWsayM+8kkn25/mamsRi4uSOP3L9PpT9eRRNAAoH7vsPpUvcuOxa+HEBk8TSTEf6u2Y/iSBXq9eb/AA1A/tK/4/5YL/6FXpFTE5cRrIiuII7q3kgmUNHIpVgfQ141rNk1lqM8MxHmI5Vzjv259xzXtVedeOET+1bs7VyYI+3uaJaNMqg7po4yMjHPLD0qwOgXk+vvUMCr5icDv2qzCBsPHYVZsTRMU5G7GMHNTxzjkHIJPrUMfX8aMDzDwOtAzTidW+YEHPYjpUiNt5LNycde1Ubfo/1q9b9U+ooEOd2Ea8kjr14FQthWDkYIbIxVju31/rUD8v8AgaQFxMknuB149qY3Qlh25HWkPWYe/wDSlIHkDgfcoYEGVRsx4BPBwM9aYWcy7T0b5cfpUo+5+AoHDpj+8f5imDKciEONwAOOi9s1VlwCdoAK1dkAMsmRn5j/ADqu4GX49aBEY+dQRk7WrpvCVnvuGuCOANq8d+9c7EMRSY4+Wu68Kgf2avArjxsmqdkd2BipVLs3C2xcHqelSRjC1Xf79Wk+6K8M9wRyAMd6qEAkmrh71Tf7hqJFRM2fLFj2p2jcXhHoG/pRL9w/WjSP+P5/oa3wn8WPqc+O/wB3l6G6xwKqSHLVbf7pqm3Wvoz45DaKKKQwooooAKKKKACiiigD/9k=", "path": "029606.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029607
Women Tops & Tunics
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"path": "029607.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029608
Women Tops & Tunics
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", "path": "029608.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029609
Women Tops & Tunics
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", "path": "029609.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029610
Women Tops & Tunics
{ "bytes": 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", "path": "029610.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029611
Women Tops & Tunics
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"path": "029611.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029612
Women Tops & Tunics
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"path": "029612.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029613
Women Tops & Tunics
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", "path": "029613.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029614
Women Tops & Tunics
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", "path": "029614.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029615
Women Tops & Tunics
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", "path": "029615.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029616
Women Tops & Tunics
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", "path": "029616.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029617
Women Tops & Tunics
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", "path": "029617.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029618
Women Tops & Tunics
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", "path": "029618.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029619
Women Tops & Tunics
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", "path": "029619.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029620
Women Tops & Tunics
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"path": "029620.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029621
Women Tops & Tunics
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", "path": "029621.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029622
Women Tops & Tunics
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"path": "029622.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029623
Women Tops & Tunics
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"path": "029623.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029624
Women Tops & Tunics
{ "bytes": 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", "path": "029624.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029625
Women Tops & Tunics
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", "path": "029625.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029626
Women Tops & Tunics
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", "path": "029626.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029627
Women Tops & Tunics
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", "path": "029627.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029628
Women Tops & Tunics
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", "path": "029628.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029629
Women Tops & Tunics
{ "bytes": 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", "path": "029629.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029630
Women Tops & Tunics
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ow+jRt+hFd/E2Gr53Fq1Zo9vDO9NGshyuK7DwRchoLq1J+44cfQj/ABFcbEeK2/Clz9n19E7TRlPxHIqMO7THiIXp3PR6KKK9Q8oKKKKACiiigBtFFFModRRRSJCiiigAooooAKKKKACiiigAooooAKKKKACiiigDiPFEJi1yOULkTR/qtRW7cCtXxhDm1trjvHLj8CKx7dsgV5eIVpnqYaXNT9DSU8UyQZFCHNK4yCKyubrQzZ161k3iZVq251rKuFyCKRfQ898T2fn2k6Y+8pH6V4vgq2D1Br6A1qDMb14drEH2bV7qPHSQkfQ8ivRwE9WjzsZHZhEQVp9U4pCtWFfPWvai7nltWH0UUVQgopMHsaaGNK4D6KATRTAKKbuFOoAKKKQY7UAN/vUh9KeRmk/h5qbDGYoxin/3qbQwsgoooHWkMVetPpmeaNxppiY+imbjSUXCwrdaSim0CuBBNJg0uaM5FGoiM02nNTDSLR2vw6kxqt5H/wA9IQfyavS4q8h8EXS2/ieAMeJlaP8AHHFeuRHpXhY9Wq3PXwbvCxqQngVasp/s2p2k+cbJlz9M4P6GqcJ+WnTf6pj3AzXHB2dzqkrxaPZB0oPSoYH8yCJ/7yg/mKmPSvYWx4jFooopgFFFFACGkp1NoGh1FFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAytfgNxol0o6hC4+o5/pXH2j7olNehOodCpGQa86gja1uZrY9YnKfrx+lcWLjszuwctWjWiOalqvEcipx0FcLO4qzisudSM1ryjINZ865FIaOX1SLMTV4r4ytvI1sPjiRM/jkivd7+P5TXkPxCttohnxyrlfwxXZg5WqHNio3h6HDQjJNWhHjvUFvVqvoY7Hiy3EGcc0oooqiQpMClooAavSm08jNNIxUtDQL1p9R0vze9CBofRTF60u4U7hYdRRTG60XBCUmaUmm0hMdSCjJoyaAuBOKTIoPSkxQkG4uTRk0ClxmgBKMUuKKBbCUUUUCGGozUrdDUZo6lofDM9vPFNEcPGwZT6EHIr23Sb9NR0+3u04WVQ2PQ9x+Brw0ivTfh5O0miSxMciOYhPpgGvNzCmnBSO/BztKx6FAeBUkhzER7VVtzxVk8rXio9Vnq2jv5mj2b56wIf0q93rI8NSeZ4esW/6ZKPy4rZr2IO8UeJLSTCiiirJCiiigBtFFFModRRRSJCiiigAooooAKKKKACiiigAooooAKKKKACiiigBK4jXoPs+vM44WZA/wCPQ129c54rtw9nDcAcxOAfoeKwrx5oG2Hny1EZUTVZQ8VSt2ytXVOeleYevYZKM5qjMvBrRYZHeqcq8nikCMS8XKmvMPHtrv0mcgcoQw/OvVrtODXBeLrbztPuUA6xtitaLtNGdWN4M8VhbDVaDcVQU1YR/evpKbvE8GS1LAb1p1QinL901dyCSimB6UNTugHUUUUwCiimk8UAH8FNJpM0E1IaBmgnikyaOtAhM0lFFUMKMmiigAp1NopAONGcU2nDpSaDYXNJiikzRYW4uTRQKQ0wGMeopmaeetMxSLQV6f4Ei8vw+j/89JWb9cV5fXrfhhBHoViv/TIMfx5rz8e7U0dmEXvnV27cVbzwRVC2PAq8a8Q9ZHpXhBt3hiz9gw/8eNbtcx4Ibd4fVf7k0i/+PV1FetT1gjxqitNhRRRWhAUUUUANoooplDqKKKRIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFU722W8sprdujoV+npVsUtJq6BM86tHbG1gQ4OGHv0NaaHI4qDVbcWWuzKBhJv3o/8AZqkiNeRUjyyaPapS5oJk1QTJU9Mdcg1JoZF0uQa5HXYcxOCO3NdrcJwa5fWYco9EXZiauj51uIvJupov7jsv5HFRxHmtTxNB5HiG8Xsz7x9CM1lIea+joSvFHhVFZssCnA0gwaXAroZz2AUtFKMd6BrYAvrmlB/KgtTSaYAxptBNGetAtwopM0lKwrDhTaU0lNDCiiimAUUUUAFFAOaKAClFJkUUALmkoooAM0UUUAIRmmU80w9Kl7jQw16N4J1IXGnG1Y/PbHH1U9DXnJ61reHL9tO1u3mzhGYRye6txXJiqfPTOmhPknc9ptWrQH3ayLU4NaiGvn9j2Vqj0HwE2dFnU9RcN/IV1dcb8P3zY3qek4P5qK7OvVou8EeTWVqjCiiitTIKbSmkoGgooopjHUUUUiQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAOb8VWxNtDdr1gb5v908Vj275ANdndQJdWskDj5ZFKn6GuFtt8bNA/DI5RvrnFcGKhZ8x6ODndOJpr0FKaZEcjnrT64ztKc8fWsDU48qwxXTSrnOax76IFTxTBHz/wDEG1MGsRT44kjx+INcgnUV6r8SNO36b54HzRPu/wCAmvK1+8K9vBS5oo8jFQ5ZsuRqMVIAKbGPlp1eicAYFFNL4o3rRdADDg1ERTnamFhQAv0pKTdQDmi6CwuDSgUlGaAF6UlGc0goAXHWiikz7UbDDIpN3tRuHpTaTY7Dic8Uob1plFFwFzzmgHFJRSAfk5xS1HuNLuNNMGhxz6Ugb1pcrim4NMAJzTTQaKQxppppxppqZK6KR7P4avvt+lWtwTlmQBv97oa6aE5ArzT4d32be5smbmNhIv0PBr0i3OVr5zEQ5KjR7WHlzQR3Pw+POor/ALUZ/Q129cF4AfF5fpnqiH9SK709K7cP/DR52I/iMWiiitzEKKKKAG0UUUyh1FFFIkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBK4vxBbm01oTKB5dyM/8CFdrWH4ltPtGktIo+eD96Pw61jWhzQaNaE+SaZiQMD+NWRWfayAoDmtBea8s9dPQa6gis67XIIrVZRVO4jyrUDR594o09buyuYCPvoy/pXgJVoXZW4ZSQR719MarADGwrwDxdZfYvEd0gGFkPmD8a9DA1LNxOLGwulIy1lwMUvmZ7k1WUnNTICe1e0nc8lqw4N6g0bxS49jRgiqJ0GE5phzUuM9aVVHXilYaYwLQAM1JxTcA5osFwBoJz0NKFGKbwKYDcmjPGKBQcVIxKTNFFMYZpaSlGKACiiikISilwKKYxtGaXFGKBi0maOlJ60CFzSGjmm5oHYcSOOKYaU4pKzdxo6bwNceR4jRD0mjZPxxkfyr2C0bKivDdBk8jXrCT0mUH8TivbbI4GPwrxsfG00z1MG7xsdt4DfGt3K+tuD/49XofevNvBLhPEWP78DD9Qa9JrTDfAc2JVqjFoooroOcSkoopjCiiigY6iiikSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAU1gGBB5Bp1FAHn5t/sV9PanOI2wv+71Wr8Z4qbxKsMWo2rhlE0qsCvcgYOfwqrE1eTVjyzaPXw8uaCLFQyqCvNTUw9KyRsjn9RiyG4rxj4nacVa2vQO5jb+Yr3W8iBDcV57420k32i3MKJmTbuQDqWHIrahLlmjKtHmptHgwNTqaf/Z92rlTbuCOueKT7JcDrHj6kV71OoktzxWhMkUbvek8mTJzgfjUi2shJ+ZRWqqInlEGaXcexqwNNkHWZKkGlN3kPTnAH+NPnRNijuwfakBrSGj8A+Y2DxxjrUsejx9TvP0b/wCtRzjsjILjHGaSugi0WBmYMhHyMwyWx93I6UNpdqkIZYvMw5GRu54B9aXOh6HP802uofSY3tPPtLeN8DLAoTipBYWz6LBdRwRjErRzkhOOPl5PTkYycCk526Ajk80hNdXHZxtboyxwElFJJRRyee3/AOsVJ9lwAfLUEAEcAUKTa2C6Rx9FdeYWAyB3xTEtCcsQo9cgU7vsLmOSzS5rsP7MQDJjU5x1Qen0qI6ZF/zwj5PTYM0ve7BzI5XNG6upGkwtkm2j44IGRS/8I7C/Hk8/Uiqu+wcyOWGKUEV0y+GBMpKh1A6nOQOuM1EvhG6kuTAW8mQY4lGBip5mugXTOdzTa0dQ0u40y7NrcrskAyODhgehB7g1U+yTn7qbvpzRz3KRDnjrSVI0Mq/eicfVTUdF0AUUUUXQF3TY2m1S0RepmX/0KvbbJ8nPY15N4RtvN1gTEcQqT+PQV6nZHp6V4+OneaR6eDVotna+FJNviSzP97cv/jpr0+vItDmEWtWD5x++UH6E4r18dKML8LMcWvfTFooorrOUbRRRTKCiiigB1FFFIkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBKKWsPxFqraTos9xHg3DDy4F9ZDwv4d6Eruwm7I4HX9XN34qN5nEETm0iPbYp+cj6t+i10Vu2QK8/uotqpACWCjBY9T6n6k812miT/adOilPXbhvr0rHMKHKoyR05dW5nKJrA5paQUYryT1CncrkNxXNavbFonx1xXWS8ise/gzG1UUeGXkRi1i4SU8lyc469xWlaWKS7AsxX14B7e461L40tPsV9HdYwjfI59+oqtp9/b4jzIBk4wMH869vCtSijxMTFwmzSTRXIYK9tJ04ktxk89OKVdHCyYltLOTHJwmP07VoWmpW0gBZ0JHJ6Dt/LmrCTxspKyYz0AOMV6SjFo4HNnPtplsWO+wTjnAHH0qOTS9MJH+jEHHYYNdQGUjmTrzg9vSmvEh3EiNsDgDAp8kSOZnMpo1gSAqkHHXHFOPh+2XBDnGDntitho4M4EZGfwx6YokhQB2hkGQAOen4UOCHzswP7BjSV/34IMZGSTj5sD06ULosaW+TJnaGKkDryB3HoK3EQ/xAEEAYPQ/MOOo44+lOZxFYTMYhggADpxkk9qz5FcvmdjM0izMaymLkRhST6rnBU07VtMhgtNTNvnZNCbgKv8LqM5HBAyorVsFMVrcso272XaOvaorrdcDyNoEbqwyccAgjv06/WnUguUUJO5zNmkjWSEIPLCIM5B/hHTFWWtlIX5ecYye3NU9GLywAeY33uhIxnnuOK1wgwvA9BjnvSgtEOb1KTWi/JxjHIqWCxXGPl6c+1TncQOMgdCB1o+bywBjvwT1qkhcxALPDfewABwafFZLgnHAPp3p+/aHyR2PFKJWUDCk4PGR35qlYl3BdMOMgKCO4pw03PJkzgnIHfrR9oOCC5DbQeBUwZmDcsMMASPxqtOwrsQWMkXEUqjPOSfrVkfaBC0RkRUI27o+o5yPl9O/HNVwhIwxPHvz1oFrECzFpOvQHOOKlxTHexYubazvI1tNRgLRhdyS9WDdCyvjpkcjB3GsyXw09sd1jHFeRMDjywBJ/3wev/ASa00YCLAl5BBORwe3I9ccZHNPE5i8whlfJGBngc9jj+eMVly8pakcyY7cbopUAkPG0gqw/A81XlsbJhh4xz0yK7GfUDPCouEMi5wqyRCUfUEhqqM+kSkZ02xJ3EcwsnGM5AAHFLnTGrnHf2VYtE7CJeDT9P0W2ug4trVJptwALZZEHdmPTA646muvjNgoU2+kWSscEfuQ3vzndzVZ9RlmyksmIwOIoyASPQgcKKhtPoXdojawtNMuzHaRJGrKrZUYB9617Jvu1j3EwllibJ5XB/PpWlYt0rwK6ftHc9zDtOmjpbaQxbZgeUYMPzzXtULK8SOvRhkV4nBzFXr2gy+foNjJ1zAv8q3wr1aMMYtmadJRSV2nCFFFFMoKKKKAHUV8AUUiT7/or4AooA+/6K+AKKAPv+ivgCigD7/or4AooA+/6K+AKKAPv+ivgCigD7/or4AooA+/6K+AKKAPv6vMfHWsIdWjhRt32UEAdQHI5P1A4r5Pr3vQsQeE9JMSDf9jiJYjuV7enWt8NG8zDEO0CGf8AtC4OUQhSeSeOPWuo8CTzpBc2tyykq4dMHOARyK524aaYqHc88DnpWh4WcWutpl/9YhTH6itcdT56L+8MDU5Kq89D0nGOlIRihXBWgnNfMH0SImHBqjcqCDxmr5xVaVeDTLPPfGekf2hplxCB+8K5X2bqDXjltZ3Rz8xB+79K+idTtvNjcEZrx7xNpz6Tq4miwIrgk7ewfv8AnXfg6iT5WcGNptrmRVtdGvZI1P2j29K0k0bUgQvnFscHnt61Dp2qAEHBAxgD15/Wuig1AOMZU4IBB7nvzXtQtY8V3M1bTU48kdh65FS77qOMB4zxwGHStZbrPTGM/SpVnRipYduMjP4VsoozuYYa6BHykAdQR9KV7qdUYeXh+me3et19jD7oO3PPf6mq81mkxADEDGenT3ot5gmZH2oGKRnfyzkDIBOODxj8etXUuYjahJQSQQMng4xjP0pZrRPJIbggkZxwSQPSkmtkEKjYeXYhgTyOeev6VnHcp7EyTkWo4xmXoDnjoPwpIzKbqGJOUL5HXPXrgc1mPJLBbkqA0aseDzir9vfNPPbKYR5u3O8kccnHB4qpvQILU5DwoHaFt5yobiukELDkEEY7c55rmPCiA27t78E9Bz6V1I2Mu3fjjAxx396Kfwoc92N8lz0YBB7dadDZqx+Z2PQ5P1qMFBJgSkHgAVOBiMgXBBPIqkkZjltEEhPIzz+PNSG2jMR/EjsKgxIRsEp5IwAep56+lOSCc5xLnk5OcYOKpAS/ZEBkITjH4jrTzC0KkrgAtk8flUawXIGwygEkDbnBzUstvPgAvyT1zii4DjEnJxjB9c/rSPtWMsVBycdRjGKZ9nnC4DkgknBPWmqkxXlQR1HJzRcBFKA7SoPYev4VMjIP4eQQMdBUYYqCGyMHGRTQVyTyc4yfWpYEn+jOzF4I8nJJAwfxNSAWgBxb4z2EjDH61HGAATgEAfLnt702QkqDjGcjJHNZtItXCVbM8rAr465ywPH1rKuCMkKu0dgBjFW/MOWz1z2HGaozsOcdCakojkO0RDvg1pWDZK1lXa7JYsH5CvBx3ya0NMOZBXg4tWqs9zBv92jsLT/VCvU/CL7vDFnznAZfyYivMLJcxDPpXpHglt2gAf3ZpB/49RhfiYYte4mdJ3pKdSCu884SiiimUFFFFAHwFRRRSJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9z0d5D4a0vaxwLOHI/4AK8Mr3PRwIvD+mx70f/AEOBv3bZBLRqcexGcfWuvCfEzmxGyJZV/dluhAx/jUUVwbaWG4hwDG4I5685IqWXcyuc4HqeAeaqEHksevGc9B3rrmk1Yxg7O56zYXKXNpFPE2Y3UFT6irZ71y/gu5aXRzC3/LFyF/3eorp+1fJ14ck3E+moT54KQuOMVE6YFTr0pjrnIrJGqMy6iBBwK43xHoSanZyQtweqt3DdjXeSpkGsm7gzu4q4ycXdBJKSszxZLF7S4a2njAlQgDPQjPUexrVgtV47ADqCfxrqNf0VLyEsigXCco3ofQ+xri4tQEMrQ3CtGynDA8YOeRXu4Suqi1PCxNB03psafkMpwpbHcA8YqcRsfmL9emDn8qqx6ghI+YZPHHOKuLcIQAGHXJ9zmu5WON3FLOqkiQAHB6dfYU9LnyVYsoYsO3fHWlXZJtHBPfA/SmvBG0MjB8YGc9c89MVRI4SxSrIVCghhjPJ+6O+PbpTvPXzCrjcF3AdMjknJ/OqsIMLbivVsKcjG5cnn6/MKZPGyyFomY5wGI7nt+Y/WstmaJXRYnjSCCIFTtYsxGeSCf8BQtvDbzvPBMjBIJCqnAcbUJ6VHfXDjbCsSSJGVDZBVlHc++OtW9Qih+xajcIiRSR2koOZCCfkKjggcZNKUlYIxd7nG+Gbdk0tD6gNitgozYABHT65o0y2S3soUCnKrjPvgVdRHJIA6t1NawjoiJO8mVPs5GduSd31/n9amVHQYOB2JwD/OrRjO1SQAcnIPWlZgoztJA9B+lWlYVyBYiOASMnuMdgKtwkqRwuN2BgH1FRb0yvTHcH0z/wDW7U1HUBchcAcnrj86BFxJT8u4D7w64GR9KVplBHB7nrj+naoY25yB6kgYxTlyCVIOAMcdD1oAeLncPlRiMYVepqISlQSVzkZpC/K4BJJPQdqg+YsMuwzhc9umKALCyIeAMDr05z1oCpKu4nqePf0NRIVOQCTxSNJlRwRhSBk8HpUSGh8ijJAJIz+ftTGblcHByT9Pzp2T5AwQQTz3z+NGwSRqxGOO3aobLRnyoAfvZBJOc1WaPkjrxVuY4OOoxVUZzyakCtqDEG2Hopq/pHLAj1rN1NwZoUHZCTz9K1tBTcR9a8HFfxGe5g9KaO1tExEPpXe+Bm/4k9wvpct/IGuHtlxDj2rs/AT/AOh36dxcZ/NRSw3xl4r+HfzOw70lOxSYr0DzBKKKKZQUUUUAfAVFFFIkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr3DQ3jj8O6ZjqbSLkeuwV4fXsmg/8gXTP+veP/wBAFdeE+JnPiNkbTTLztTOBzmqz5cgBAARyMdOTU8fR/rTJvuL+P9K6pGETo/A2RLe9cEIw/UV2hrjPA33r3/gH8zXaHrXzeN/jM+gwn8FDl6UjDPOKKUfdNch1EDqckVRnj4rRk6Gqc/VqEV0MW6QfMK4bxNoscxN4i/Oo+cDuPX8K7y47/SsG9/i/GunDzcZqxhXgpQdzz+LSllBZZyPlwAKnj0++h3FJwQOcGrcH3Yvof51ai6tX0C1R4Et2Z8c91bAGWMkdyM/pirMGoliQSD1GTjINTP0NZk6qPMwoHXt7Ck5NEW1NQzndnaRHx8pOACPQ+vvTwisyAldn32Jx93uDngepB4NZ8n/IPb61In3T9RSbuXE0ULzqPNdg7NyMEnPUMCORn15xVPWZWl+z2RYFJ5POcht2Y4+EH/fRY1ftfut/1xH/AKGaxdQ/5DY/68IP5mpW6KRZeZOAoGBntnvTftLYUFd+Mj8Kh/vf8B/nRF9z/gTV0JnO9yz9qdjhIzjGAc+/9KQRPJlnJUE4JAzzVhOh/wB0fzNOb/VyfQVoIjhhTBySR3z/AD9quJFB8h2jA9uvToaqN/qh/uj+dTv/AKs/7w/kaAJhHG2RkgEcdCcUC1HzqjjqB7n0zSL0H/XIfzNRx9f+AmkAT275wduAMYBySPUVBgjdgEc5J56Vet/ut/uj+Zp7dR/vCkMogFY2XBJ6YPPNO8smI/KfbP8ASrE3Rv8Ad/rUcf3j+P8AIVLAY64CLzwCePrUbsCMYwAO/WpJf4f90VWP+saoZaIAF2kZxgYPI/lVZxmQ47cVL2/E0xf4KkZhXZ3azcY6Dao/I11/hu3baCa4of8AIWuv+upr0HQP9Un0FeFif4jPbwvwI6aFcLj2rrPAZ+XUR/00Q/pXKD7hrqfAX39T/wB5P5Gpw3xmmK/hnbUUlJXonli0lLSUo7DCiiiqGf/Z", "path": "029630.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029631
Women Tops & Tunics
{ "bytes": 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", "path": "029631.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029632
Women Tops & Tunics
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", "path": "029632.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029633
Women Tops & Tunics
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", "path": "029633.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029634
Women Tops & Tunics
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"path": "029634.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029635
Women Tops & Tunics
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", "path": "029635.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029636
Women Tops & Tunics
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", "path": "029636.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029637
Women Tops & Tunics
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"path": "029637.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029638
Women Tops & Tunics
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o2l7RdTaopB0pa9I8sKKKKACiiigAooooAKKKKACiiigAooooAKKKKADtXzp8aYifFyDHDoK+iq8S+MNiTr9ncYyrLz+FYV3aNzowyvOx55Y+GX1e1zbf8fEI3hf72O1Vb3SY5LgFLaS1vFPzo3CnHcV3fw5miXxQqkgrtPFdP8QFsbK1MpjXzpclTjJ+tc1NvkuddSynynguqFy7vIST90E1khR5BY9AOK1Nbf8AeFE5JOTWZOQtqqDr1NbQ2MplaFNzc1poion4VUs1Gcnp1rU0+1kvryOGIZY/p7mqmyacbliwsvOkVSOByxrp1WO1t2kchVUUrwWmk2wDPkKeT/erEluLjV7sR26OVJ+VO59zXM3zM9NWowst2RrDc61qSqo3O5wo7IvqfavQtN02LTbNLePnA+Z8cse5qvomkppVvzhp3Hzv6ew9q1eTzQ3fRF0aTj70t2NIwacOtPC45pcD8ak6BlLjmnEUYFACEfLTak7YowKAGY9KAKdil6UAIc0YpQKdtoAZS4NOC4p4HtQAxR2p+DTguOaWgBR0ooxQBmgBwHy0U7tS4oAaAM08HFJilxQBZ05c3LMeymtJm4qhp5w0h9hVpn54rirP3yXuOzUUpFBbiqsz4zWQCs+O9RbqhMopgkFICwGNSBuc1VEoNSo4pjLsbdKtoeKz42GQauIwIoETjk0jUimpAM0AV2TI6VWlh61o7aidMg0OI4uxz91CCDxWp4J1Q2Grm0kbEM4wM9mqvcp1rKnVkkWROCpBGKdKo6c1IVaCqU3B9T20GlrJ8P6kup6TBMGy+3Dj0Na1fRRkpK6PmJRcW4sWiiiqEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAIa8x+MFr/xLLe7x9wsufrivTjXO+M9KXWPDF5bYG7YWX61lVhzRaNaMuWaZ8u6HrdzpuuRSpJjEgB47ZrovF3iyXVGXfKGCcAAVwmoxvaag6MMMrEH6ipYQQgllKlTzjPNc9rI7G22VruR7i4yO/WoJImcjt2qWa6LufKQ4HtVcyyFsMfwrWKdjKTVyxGpQbR6dq29EudStYnjstLMkjnmYxseOw9K0vA1kHM1/KuSD5cee3qf5Cu6JBUAmspz6HdQw7aU72ONj8M6rq0wl1CdYUH8PU/gBwK6rTtItdMj2W8eGxhnblm/GrcR4wKmAz1rJu51wpRi79RoXipFXFOwKcq0jUTAzSlcCnYoPNADQuRQV4p4GKKAI9tO207FFADCtJj0qT2o20AMxxTlp+BRigBAOc06ilAoAcOQKXbTcHNPoAbjFFOxQBQALS5paTFAADxTqb3p2PegCxauV3/hUpk96rRNtDfWkL81wVvjYmWGc4qs5LZFP3VEThs1AitMroM44qES/LV6Rw6EEVi3U6REjOKEBcSb5uatoQRkVzS6gpkxnn1ratZdwU1VrDRpxk+tXI3xVFCDVmOlYLF1WzUqniq0dTr1pCZOo4prrxQrdqcDxVkmdcRday7iMVvTITWZcxcH6VE0XF6l3wZqv2HUjZSN+6lPGexr0mvD5meGZZE4ZGBFeuaBqiatpcVwp+bGGHoa9PAVrx5H0PJzKhyyVRdTVFLSClr0jzAooooAKKKKACiiigAooooAKKKKACiikJwKAA9KoapNFBpty8jAARnOT7VR1bxAlnIbeCN5p/wC6o4H1NeU/EG48Q2tkbi9nCQSZAjVs1nOVkaU4XZ474llWbWLmRMYMpIx9aoKyLblmYkjgCibMjE9yc1VmZ1yvasYrSx1ylbUR53c4BwvoKSNGeQAE5PAHqajUNyTWx4YtBdazFkZEeXP4dP1rVvlVzOEXOaR6HodqLLT4bdf4F59z3/WtfJ2iq1vGEAq9GmTXFue8kkrImgTA6VZC+1MThRjrUq0hi7cCnAACl6ikwaAHYFFKOlFACUYpaKAEoGKWjFACYFGKKKAClxxSU8dKAGDOacOKUdadgGgAHSilxSUALilxSZzQKAFpuaU0nSgBwopKTNACliKTJNMYnd7Ubq4ay99iJOc07FRB+KlVgRWYiKQgdq53WYWm+WPJdjwFreuGPRetdH4N8MmW4OpXsfyj/VKT+ta0YOpPlRnWrKlDmZU8IfDi0/sdbnVTJJcTgkLnAQdqq654cm0C4Bj3SWjH5WI+79a9YAwoAqG7tYry3eGZQyOMEGvWnhYSjZLU8enjKkZ8zeh5JC5YZBGKuxtmotX06TRtSaFs+UxyjeopkT15E4uLsz3ITU1zI0ENTqTjNVI2zVmJh0qLDJlNPVqjFKODTJHuMiqNxH1q/nIqCdM9KUlcFoznbyPqcc1ueAtW+zahLYysAkoBTPrWddxcnisZ2e1uo504ZGyMUUqjpVFIdakq1NxZ7qKWsvQ9STVNKguUOdy4P1HWtSvooyUldHzEouLcWLRRRVCCiiigAooooAKKKKACiiigAqpqErpBtj++3Aq3ULxB5EY9F7UAZ9rpaRKWYbpWOWc968r+Ndx5drbW27jJOPwr2nHFeS/GbSzc2EVwig7Tg+tZVdIM3ou8z59SLMe73NZ9yoUM3PWt25i+zWoHfB/WsW5I8sKfTNYUndnVVVkRRx7rfPvXT+Cov9IuX9FVf1NYVioa19810PhIrFfXCk/eUED6H/69VUlo0XhYrmizvIv4avxCs+I7sHtV2M4Fcx6xbHPSpkHFV0apFJB68UATgAUtRq4JNPXpQAtGM0UCgBwpMc0tJn2oAAMUtFJmgAIptOzkUnagBKeOlNFLmgBadTQwo3DOKAHZpeDSUvFAAR6UUtFACYpCOaXNBoATNNJ5oY00c0AIxzUbPUxXuai2gncegrOpTUwGo+TTjJxwajZgDxSRxvNIsaKWZiAqjqSazjh11F6m34e0k6vfgMD5EWGkPr6D8a9PhiWGIRouFHQVm6DpSaRpkcHBlPzSMO7Hr+A6VrV6lGiqa0Pn8ViPbT02QuKKKWtzmMbX9Hj1bT3jKjzVG5G9DXlsRlhkeGUFXQ4YH1r2rrXC+NtEIxqdsvTiVR6etcOMocy51uj0cBiOWXJLZmBDLnFXEbnNZNrMrAYrSjfOK8o9hlvNPXpUKnNSKaBEic0rjK0LwKXqKaQmZl1HkE1h3UQ7+tdPOm5elY91DxWU0bQkjV8Basbe9fTZG/dyfMg9DXpQrwxXeyvYrpDho3Dce1eyaTqEepafFcxnIdefY969fAVuaPI90eLmVBxnzrZmhRSUtegeYFFFFABRRRQAUUUUAFFFFABRRRQAhrzf4kSNcWCx5wC/HvXo7dDXn3jFIpGt4uM7+9Y1/hsb4f40fOutK0d+69UPH0rnL190mB2rufFGnyWWrzwyIVBOVP1rkry3y6HBJJwfrWFGVrXOuvG60JbKIrp6Pzya09Hf7NqMcpPys20/Q09oPL01RjG0dKrgjCAdaiU7tmtNctj0WA8YzVpZOeKxtOuPPs4Ze5XB+vetRORUHpJ3Vy4snSp1cGqIY1OjUDLimpUb5arKwIqVDQBPTgOKaORTxQAYo4FLR3oATINIQOtKRQBxzQA3vSZ9qcRTcYoAOaMjvSEGmkncM0APAFOAA5qMNzS7qAJMilpgPFODDigBxPIozSUUAFIzYo3AVC70AOZxSI3eoGYk0qk96ALJYEVA+SMDp3qRcY61VeTzHKr+NADiVX3rr/BGkGe5OpTp+7j+WEHu3c/h0/GuZ02xk1DUIbOEZeRsZ/ujufwFevWdpDZWkVvCNsca7VrejC7uefj6/JH2a3f5FkUdKWiuw8UTvS0UUAFQzwJcQvFIu5GGCDU1JSYHkusaa2iau8IDeQ3zRt256ilhk54r0DxFpK6rpkkageaoLIT615lE7wSvDICrocEGvGxVH2c7rZnvYPEe1hZ7mzGwzVhcGqMT5xV2I8da5jqehKKcOlR1InJxTRLEdcrWdcxZrW2gjrVWePIoauhRdmczdw8EV0/w/wBTZJpdOkPykb0z65rHu4sq3FZtpPJp2ow3MfBRs/hRQn7KqpFYil7ak4ntvXFOqrY3Md7ZxXEZyrrkVZr6FO6ufMNWdmLRRRTAKKKKACiiigAooooAKKKKAGSMFQk9MV554m0+aeZbwk+Ur5AFehyp5kZX1rLu7DNuygA8YqJx5lY0pyszx3xxpyanpwuodpliX5k7kCvKjGTIMgBh6mvcL/wfqUV5LeR5YNwEz1q9p/wz0270ySe8tBHdSKckE8GuPkk3dHcq0Ulc8Fu5pJIvLjQkkUtlYznLyryRgD0rpdS0u3sdTuLNZAGt5Ch4qFUhTrMTjsB1rmdRpcp2RhfUl8PAhZrduisHX8etb4GKwdMLDUcqMIykYreHPNXCV0dMNhwNSoSTUfQ1Mi1RZOhyanSoIwc1Oh4oAsLwBTqYOgp4PNAD/akpDSjpQAvakopRQAmKTFPxSYoAjYGmsKlIprDFAFYkg0K2akZOtRFCOlADw2O9SB1qtj160F+aALQekL1W30biaAJmfioC4J5PFIQxPWkMeegoAcWA75pRk800JjtTyeOuMUANkkKjA61EG2pgdfWkc729B/Otjw1ox1jVUjdSbaLDzH1HZfxP9aaTbsiJzUIuT6HX+B9F+x2Bv5lInuR8ueqp2/Pr+VdgKaiBFCgAAdAO1OzXoRioqyPm6tR1JuTFoooqiAooooAKSlpMUAJiuE8b6IIgNVtlwQcSgenrXeYqGeBJ4WikUMrDBBrOrTVSPKzSjVdOakjyW0n3KuK1IX4rP1nTpNE1d4sHyJDujPt6VJBLkCvClBwk4s+jjJTSkjSUk1MlVkfip0bJpXJkix1FQyrkVKPu0EZFUnchOxlXCDaeKxrqPPaukmjHNZN3EMcVlUR0QZ0vgTV98LabK3zR8p9K7avFrG6fTdUiulyArc49K9kgmWeBJUIKsMivYwVbnhZ7o8TMKHs6nMtmTUUmaWu04AooooAKKKKACiiigAooooADSEZFLRQAwop6gVDdyrbWssrYCopJqxXO+NbwWfhe8cnBZdg+pqJu0WyoLmkkeDanKb7WL+76edKWqkI/mq6sfJpXjAcGvClJts+kjFJWC0j23Ef1rWHSs6EDz0x9a0B0roo/CWiTvmpo6gDdKmQ9K1GWkHSpF9KhVuKkUkUAWVHFOA5NMXO0VIDQA7GaBRnikB4oAWlFItKaAFoNJnijNABikxS5paAGbaaU4qWm0AV2i96jaLmrZXNNIFAFTZg0u2pyBTCCBQBFsPXNKKkxSFcUAMOajdscDvUo+9UbkE0ARKpLYAJPQYFet+GNIXSNJjRl/fyASTH/AGj2/DpXG+CtG+36l9slU+RakEZ6M/Yfh1/KvTRgV1UIfaZ4+YV7v2a6bjqKKK6TzQooooAKKKKACiiigApDS0UAYniHRo9X050I/eoN0bD1rzG2lkikeKRdrocEGvZz0rz3xxpRtp01O3TCudsuP0NcGMo8y51uj0cBX5ZcktjPimzircb5NYtrcggfNWhFJ715Vz12rmqjY708HNU0fI61OhyM1SZlyiSKDk1QuIgRWi/IqrInem1cuLsc9eRY3e1dx4E1Y3llJaSH54On0rlLuIdccVDoeoHSNbim3ERsdr+4q8NV9nVXZk4uj7Wi7bnsJpw6VFHIssaupyrAEGpB0r3UfNi0UUUwCiiigAooooAKKKKACiiigBK89+Kd2V021tFPMkm4/QA16FXjvxGvRdeIRCDlYUx+Nc2Kly02dWDhzVVc4wACiU7gvtT8cc1Cxwa8Y96/cngTJ3e2KugcVWtxiMe9WAeK7KatFDQ4VMlVwcVNG1WMspUwqFKlWgCyv3RTx3qNDwKfnBoAdQKMilGCaAFB4petJQKAFNJRRQAUoNJTT1oAeTTc0hOabQA/NNOKQUYoADSEAinHijGaAIyOaRlJ+lPK80EUAQkbVYn0qKON5pUjRSXdgqj1J6VPOMR+xrovBOli61M3ki5ith8uf756fkMn8qqMeZ2Ma1RU4Ob6Hb6LpiaTpkNqnJUZdv7zHqa0qAMUV6CVlZHzjbk7sWiiimIKKKKACiiigAooooAKKKKAEqrf2UV/aSW8q7kcYNWqD0pNX0Y02ndHi13bvpWqTWUnWNuM9welWoJuldN4+0VprddTt0zJDxJjutcVbTblBrwcRS9lOx9Fhaqq00+vU3on461cRuOvFZUUg45BFXIn3Dg1ijWRdB4qOTkGgNx70vWtCChcICDmsO8jwciuilXOayrqIEfSs5Lqaxl0O88G6n9v0VEc5lhO0/TtXS15N4U1I6XriRs2IZmCNn1NesA5Ga9zC1eemu54GNo+yqvsx1FFFdJyBRRRQAUUUUAFFFFABSUtN7UARzSCKCSRuiKWP4CvAtYuzf6tdXB5DyHH0r2Txdfrp/hu7cthnQov1IrwstzXnY6e0T08uhvJiSHjriolUu+KV23NU0K45ArhhHmlY9XcnQVLwKaoyKcFJ5rsKDgmp4lGajRPmq0g46c0ASItSAU1KkHWgCRRT+tNHapFGaAFApwAFIKWgA4paMUAYoASig9aKACm06koAYR81FL0NITQAo6UtA6UmeaAAfNT9tNUY60/NACYppXvT6KAKdwSzqoGT6V6t4e00aXo0NuR+9PzyH/aPX8un4VwnhzThf8AiGEMMxxHzW+g6frivUgeBXVh4/aPIzGrqqa9RaKKK6TzAooooAKKKKACiiigAooooAKKKKACkPSloPSgCvc26XVtJBIMrIpUj6ivGdV0+TRNWmtXB2BsoT3Fe21xfj/Rzd6Yt7DHumtzlsdStceMo88LrdHdgK/s6nK9mcRBPwK1LeXI4rlra4xtGTmtq2uM4wa8XY956o3o2yBU2BnrVO3fIHNWwcitUZEMves+4XIrSccVSlUEUpIaMS5QxsJFPzKQw/CvVPDOrDVdIilJ/eINr/UV5rcxjafStnwFf/ZtVlsmb5JV3KD0zxXRgqvJPlfU5MfTVSnzLdHpmaUUi0te0eEFFFFABRRRQAUUUUAFJSnpUbyKiM7HCqMk0AedfE/UQIrewUjJ+dh7dq8vd+TW/wCLNTGp67dXG7Kg7E+grmi25uK8PEVOebZ9Bhafs6STH7uas2jbsg/hVLvitTT4hgGojJx1NyTIFSIadcqqLuC4NMglQ98H0NdEasZFXLKAdanROM5piLkVKoxWgxyjFOAJNNByamjA7igAXNSrTAo38VKFxQACnYoxxS0AJQaWkxQAY70lOooAbRTuKQj0oAbtpCtPwaMUAR9KQ5zTzSHpQAmeafTCaAeaAHind6atL3oA7XwVZCOznu2A3SvtX/dX/wCv/KusrO0W2FrpFrFjBEYJ+p5P860e9ehTVopHzVefPVlIWiiirMgooooAKKKKACiiigAooooAKKKKACiiigBKZLEs0TRuAVYYINPopBseC+KdMbQfEktsoPkSHdFn0p1jLwO9dX8VI4ZWsFTH2gMc4HO2ua0618teeTXhYqmo1GkfR4So50VJm3aEkAmtEcjg1Rt49q1bU8VnHRGlxGbtVdxk1OepqM8mm9RlOZPlPes2GeSw1GC5jxlGzWy6Eg1j38fI/pUJ8rVgaummex2Vwt3Zwzr911DCrNcr4G1AXWjCAnLwHb+FdUK+gpz54KSPm6sOSbiLRRRWhmFFFFABRSGigBK5rxpq/wDZegybDiWbKL/WukJABJ7V4x4513+1dYaONyYICVX0J9a58TU5IPudGFpe0qLsjk53+U55JqihJenXt0kELSSMAijNJZMs8SypyrDI4ryFFtXPc547Imjj3Pk1tWShUzVCGI5HFa1su1OamRaIL5uMCqsaZqzcqWY0yMEYpBYtQbh3NWgGAqKEZAq4q5FCnKOzGRrwOlSJUvlAjpTTB6ZFarEPqh3HDrUg5NQBXU8E1KrEdQa0VeL3AkopA607jtWinF7MYlFL+NJVAFFFFACc0uDRThQA3mk7U84oAB70AMxTTjFSECmkCgCOjpTwFowKABeKkgXzbiKPj5nC8+5qPA9au6LEJdZs0/6aqeR6c/0ppXZnUdoNnqagBcDgDin0g+7SivSPmQooooAKKKKACiiigAooooAKKKKACiiigAoooNADc8VUv76HT7OS5mYBEGfrViSRIo2d2CqoySewryvxT4ibW7v7LasfssTdegY+tYV6ypRuzow1B1p2WxnaheSa5q8l7KCAThF9BWhb2wUDFUrWMDbxWxAABXhyk5u7PoFFQioxJY4wBSPweKkLDHt3qKQhj8vSmSR7smjNJ070AgUDFxVG/iDRn1q2W61VnbIxSauF7Mt+DL42mtiEnCzjBHvXqNeLWUph1q2ZT0kX+de0A5FergZXp27HjZhG1RPuOoooruOEKKKKAE70Gg9aa7BVLE4AGaQHO+MNcGjaPIUI86UbUH1rwy5l+V5GfHGSa6Xxvrg1LXJysn+jwnah7e9eRa3rr3chigYrCD2/irzakZV6llsj1KbWGpXe7Ga9qv2qXyo2Plp19zWn4X1lG22UzbWA+RvWuPZs0iuVYMpII5Bz0rqdCPJynJHEyU+Y9pgTIFXox8uK4Hwx4qU7bS+YKRwrnvXeRyBkBUhs9xXk1aUqcrM9mlWjUV0JKuR0pEj46VKBkVMiZrNGwkScVbjHNCR8VOiVIDlFKRzT1WgrQBHsoK0ucGnZoAZspdlPxxRigCIxnHBpmJF75qz2puAapSa2YyvucfwA/Q0CX1RhVgqM0m2rVaa6hqRhlNKCMcGpNntQsfNX7dhqMNAqx5IIqN4AT0qlX8guRGkxSvCAKrtH35o9v5AiYA56U78KoOuO5/Os29MrI22aRT7MRQq67DN8jmtvwpEX12JhnEasx/LH9axvA2g32oi4nv2meDIEXmE/N7ivS9K0e300MYo9pbqSck16FOi7qR5mIxseWUEtdjVHSloorrPICiiigAooooAKKKKACiiigAooooAKKKQmgApGIVSSeKa7rGhZ2AUckmvNvFnjH7YG0/SpSUziSZehHoKyq1o043ZtRoyqy5YjvGPixriWTSbDBj6Syg9fUVytrBtGKjgg2gdz61fhjxXhVq7qSuz6Gjh40YpIngXbgVpRcCqkMZBq9GhPSpgOTHHOOKacAe9TMuFqs71bJuITUZemO/HBqFnxyTSKsSPNtqrJJkE1FLLuk68UKktyywwoXkboBTtfQT03HaPaPe63BGufvgn6V7Mo2jFc14V8PDSrUTTrm5cZP+z7V0vavXwlF04a7s8PGVlUnpsh1FFFdRyBRRRQA2uV8d62NG8PuVcLJMdgz2HeupYhVJPQda+bPjD4y/tLV30+1lJhhO0kcc1nUbtZdTWklzXeyOJ8Q6891O0MLsIweT6muaLZ70M2Tkk0hpQgoKyFVqOpK8gJzSDrRS9KuxmKMjkcV0uheLbjT2WK4zLAPzFc1nNFTOCmrSNIVZU37p7Xper2mpwiS3lDDuO4rZiHFeCWl/c2MyyW8roQex4ru9C+IY3LDqMe0f8APRf8K82rg5LWOx6lLGxlpLQ9MjTI6VOkeao6ZqVnqCB7aZZFIzwa00FcLTWjO1TTV0Hlj3pjgKKmPNQSk7TSKTK7NzTgc1VEwZqsRsCKCrEp6Clx3pV6U8DmgQzFBFShcmnbPagLlfbShe1TbaTGOO9AyPGKcgycUtPTANOwrjwpzSOvNSKajkNMVytJxmqrnirUg4qu6kDFJlxZTkPFZVz3rWl4BGKybj5j+NEdwZ7P4TjVPDNhgYzEDW3isvw/F5GgWUf92IVq19FD4UfMVHebYUUUVRAUUUUAFFFFABRRRQAUUUUAFFFJmgAqKWZIY2kkYKqjJJqK9vrewtnuLiQJGoySa8u8R+JrjXJTDbs8dmDwAcF/rXPXxEaS13OjD4aVaVlsT+KfF0+pyyWNidlqDhnHVq5uGHao4qSKECrcUOeK8OrVnUleR9DRowpRtESKLOOKvRRc8iliiC4q3HHjk1KiDkOjjAXNTeYqAgVG7ACoSSSTWi0IY55s1WklGaSWTAqjNOM/eobGok0s+OKpT3GAB6moJroAdc+laug+Gb/WpBI6eXbDq7cZ+gpwhKbtEJ1I01eTKmmWN1ql2IYEOSeW7CvTdB8M2+joJD+8uCPmZu30q9pekWulW6xW8argctjk1oAV61DDKmry1Z4mJxkqrsthQKB1oxS11nGFFFFABRRTWOOTQByvxB8TReGPCl3dMR5zo0cS+rEV8gXdzJdTvNKxZ3YsxJ716d8bfFSaz4mXT7WXfa2a7cg8Fz1/KvKif/rVOlyr2QlFKKWnYkQUEU7HGaSmAgpaKOtACjrSjim9KeBSsBdsNRu9OlElrcPGfRTxXdaN8TJoFWLVIPNH/PROuPpXnq076VnOjCpo0a0604apnvmmeKNL1ZAba5Usf4Dw1Wp5fMBA47V89q5Q5VmVvUHFaVr4l1W1UIl27IvIDHNcM8B/Izvp5gvto9gjBWUqxB+lX4ueBXmFn49mRV+02gc92VutdFZfEPSjxMksWPUZ/lXNLC1F0OxYylLZnboD0qdV9q5iDx34ekIzehP95G/wrQi8YeHpPu6pB+JNZ+xmug/bwfU3QoAowPSs5PEmiOBt1K3Of9upG1fT2+5eQn6PUunJPYpVUWmAClvSq9nBPqQMiPsjBIGOc4qM6jaMCDcxYPH3qzY9WTSy4hnhliYkgeaFIq4R11Q+dPZmjqFlc20iqJyxPbpSJYz/AC5kbJ96xpfGumoxM7orr1+fNNHxI0ZCALlD+BrV023oivaRSs2jpBp9yBkSsBUMlpdJk+aT+FULP4i6JclU+1oHJwAcjNa48RWEjBC4BI496mVO25MZKTsUd08ZxJhqY0wPt9a2kWG6XcCDkdqjm0xXTAHFZOBopWOeuJAAayWzNOiIMknOK2NQ0m4G8QsM9s1k+GrfUrTxFINShiW3MRCSA8bs8VUKd9QlNI9s8P3K3OjwY6qu0j0rWFcf4bultrxoC3yS/d+tdgOlezQnzQR89iafs6jQtFFFbGAUUUUAFFFFABRRRQAGkNLSGgBKoapq1rpNqZ7mQL/dXux9qytd8XWWkB4kYTXI48tex9683vLu71e6a5vHLH+Fc8KK48RilTVluduFwUqrvLRFvWtdu/EFxmQeXbKfkiz+pqisQU4Ax9KeoAxgdKsRxlznbivGnOVR3bPfhTjTjyxVhkUXPSrsUNLFD6irsUfFEURKQxIxxUuNowKcVwQR0ppbaea0WxkyM+9VZJAMjNOnuQM9Kx7m7Cn1pMuMb7j7i62g88VnNLJcSrFCpd2PAHWrFhpV/rt0I7WJiucM/ZR616l4d8J2eiRiQgSXJGGcj+VdFHDSqO/QwxGKhRVt2c94b8B7lju9Uzu6iH/Gu/hhjhQJGgRR0AqQDFLXq06UaasjxKtadV3kw5pR0pKWtTIKKKKACiiigArlfH/iNPDPhO7vdwEzKY4gf7x4rqSeK+bvjl4tXVNXj0e3kJgsyd+Ohc0mB5Ld3Ul3cSTyktJIxZie5NQUHnrSqOaEADindqXFGKYCHrSU6m0AJ3paKO9ABTxkikzTgc9qAHrxT+PWmgelOA5oARjgUiDceKeRkYxTIztZsc0ASgAUo96bvHFKDkcUAKc9adnjNID70m7rQA4HJ6Vq6Xoep6vGWsbcyAcFsgAfnWQM4JAr034V67Z2Vtc6fdSIj7967+A2ayqaRub4dc8uVmPb/DrW2iMtyDCgGT8wPFTjwCWA/wBKc/hXrk+qwSwGNHiKkY4YGqiNbiLHyj3rhqVZaWZ69LDU0veR5gnw3aQkrdH8VqVfhjNuybshfZa9QgkhCjGD+FWVmgK4JUVn7ap3G8PRvseVD4c2inbJczsfUYH9KnTwK9swe01GdWHRZMEV6U6QN0Kg09bWJyOBUe1m9LlxpU4/CjhLVPEemD5VS6jH/PM7T+tblj4sbf5d7ayxHuWQ4rqUsosDHFJNpsUoG5QfqKLDckUVntrtPNV1IPPWo3it5ThgPrU50mJCQiBfoKibTJSPkkxWaTuNNFVy1jKk0Dn5Tuwa9M069S/s450I+YZIHavMLmzuIlyX3AVq+D9aFndm0nc+VJ930BrpwtXklyy6nNjqHtIc8d0ejAUtNBBAIPBpRXqniC0UUUAFFFFADaDSMcZrntY8V2mngxQ/v7jptXoPqaic4wV5MuEJTdoo27m6hs4GlndURRkknFcDrnjWe7LW2mgxx5wZSOT9KxdQvb/WLgy3Uz7D0jBwo/Co0tgo4FeZXxkpaQ0R6+HwEY+9PVlX7OzkyyEs7cknqanSA454q2sO0ZNSqma4NWejzW0KccHPTmr0cWOlPjhyatRwheTVxgZymMSLGCRUwTApzMEGTVOe6wMA1TVjP4mTSShVxxWfPdbcnNVLm8IB5/WqMf2rULgQWsZkdvSlrL4UaJKKvJiXV7ktjrWv4e8H3WtSCe7LQ2vXpy1dL4e8Cw2wS51ICWbqEPIFdoiLGoVFCqOgA4ruw+D+1P7jzsTj/s0/vKum6bbaZarb20YVF/WrtApa9JJJWR5TbbuwooopiCiiigAooooAKKKKAMHxbr8Phvw7dahKwDKhEYJ6selfG+oXct/dS3M7lpZGLMT3NeqfG/xWup6+mk2s+6CzH7zaeC5//XXkLtk+lIYypFpoGakXimIU0lOPNNIxQA00gp3akoAQ9aAM0HrQOlABinrTR1pw60ASg9qcMZpoIA96TPf1oAczYBwaFX5c+tNAGRU2OMDgUAM25xg048deaAMd6XHNACAZ7UmwnPFPAx3pefWgBoX2Iqe0tmuL2CCMkPK4QH0zUQz61Jb3MlpdxXMeN8TBh71MtioW5lc9XtfhVe+SrHWrqMnnaP8A9dVLv4f6haz+W+s3jg8jDEf1q5p/xWsJLaNLrz4JAMN3FaMPxA0GVtxv1Oeu/Oa4ZqS2PapOm95HPL4N1JDsi1q9X6sf8af/AMIXrw5TXp/+Bf8A667i01rT7uJbqFg0TdHA4rQj1Wydflmjb8a5/aTT1NpU4tXR55b+H9fs5g7ay7kdmTIrftptVhGWmjkYfhXSvJazcq6c1HDbJk4CkGs5ybeppCyRiNrut265XTRMB/dfn+VWbHxi0wIurGeAr1DLW/FbRAZPf2psmnRsMgAfhQtiZNDbbVba7QMjjnt3q2rg9CKoixCnIA/Kp1jK98Uk2Ky6D7kxvAwYDpXIyo0L74+MHINdFdHb8u7OaypVBUiokyoJHeeFNXGp6Woc/vo/lYV0AryPRtQbR9Wjm3HymbD/AEr1e3uI7mFZYmDIwyCK9bC1vaQt1R4uMoOlUutmTZoozUFxdQ20RkmlWNB1LGum9jkWuxPmqGo6rbabCZJ5AMdFHU1yuteNgQ0GmfMehmPT8K5kNNcHzZ5Wkc9STXHVxcY6Q1Z30MDKes9EbWp+KbzUS0duphh9QeSKxY4gDuOd2eT3qRUKjgCpkQivOqVZTd5HrU6UKatFEfljtT0XI6VOqZ61PHB68Vk0XzWKwiJqzHBgc1ZVFUUkkyoOtaWRlKTewgRVqKadUHBqrcX2Mj8qyri8POTiocrOyKjTbV2Xbm8yDz+FZFxeE5wf1p9vZXmpz+XawtIx7joK7nQvA8NoVnv8Sy9k7CtadCdV6bGdXE06K13OS0bwzf65IHOYrbPLnv8ASvStH0Cy0aELbxgvjBcjk1pJGkSBI1CqOwFPr1KOGjTWm54+Ixc6z12FAoxQOlLXScwUUUUAFFFFABRRRQAUUUUAFFFFAHwpcTyXEzyyuWdjlie5qA0rHmmHrSAliALc1NtxUKdqmByKYCGkpTSUANPXFBxTqYRkmgBtFLyOKKACnimYzSjgigCT1pxPHFIvTmkOOo4oAEyxGe3NWM8VDb/M3bpUx5UUAJt59vSnEDIo4xQe1ABjBowDQeRRgYwOtAAB27UvHQdKacjtSg/lUgIVGKa3TgU/PpRycZ4FDSGm1se7+ANW0q58K2NoDGXiTY8ZPzA85qzrnhrTtQmTyYSuOrKcGvAoJ57WUS200kUgOQyMRXdaH8TbmzAj1KJpVwB5inJrjrUXuj1cNioN+8bV34Q1WBydL1a4QryscjbhUtrL41snAmS0mQcbuQf51v6T4y0bVArQzoJG42uMGtidknjymD9K5ZTktGjttFvRnLz+JtetI8nR2lx1MbA/1q5onjOfUY3aSwkhKnBVhg1rQRpuwdwPQgirTabE/ICZ9QKlyVrDcEmSWur29yMbgHzypq2ZI2IwazP7MVGLBFz/AHgOalgjYPwe1QritHoLfKGIK8YrMdQwG7g1o3EgLFc81UZASCaiWppFWM+aPcCO2KksfEmp6KoSFleH+4+eKneDKnFUJrZiOaIylB3iwnGM1aSNpviFqjR/Jbwg+pBrEvdWvtZkDXUxIU/cXgVEtswGMU9YvLlzgbWGMVUq9SSs2RDD0oO8USwoCOcVaiXDADpUUZCnFW415BrK5uyQJUypRGhJHHFW44s9qpK5lKViNI6mwFGac7LGPes24vgM81WiRCTkyxPcqicVlXF7nOGqtPctIdqEliegrU0vwhqOokPcDyIjzknk/hTjTlU+FBKpClrJmIXnupRHEGdicADmum0bwPNckTai5RD/AMsx1NdfpWgWOlRKIYlMnd2HJrWFd9HBqOsjza+YSlpDQqWOnW2nwrFbxKigdutXMUUtdySWiPPbbd2FGKKKYgooooAKKKKACiiigAooooAKKKKACiiigD4MJNGM0YpyCgB6gYqRScVGKfQA49KYKUZxRjgUAJ/HSEU7HNFADTg0YBpSOaSgBMYpwFApaAAUEcUL1o6E5oAlgUVMQOgqKHhj6VMaAG4ycGl280gOTjPNKTzipAUKCBSkAGm44FKaoA2g8UYx0xRyOadkc5oAj75xSnHr1peRRgHrQA00frSgcUnI+lKwAvyOHQlWHIYHGK07XxLrdk37jUZQPRvm/nWWQKCelJxT3Lj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"path": "029638.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029639
Women Tops & Tunics
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", "path": "029639.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029640
Women Tops & Tunics
{ "bytes": 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", "path": "029640.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029641
Women Tops & Tunics
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", "path": "029641.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029642
Women Tops & Tunics
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yirCDvUSKCM1KOK5EbyHk4FULk5BJ7Vcbp2qjcnFWZrc5/UwHmgTrulXP5iuy02b5R3rjLrLahaqOSZR+nP8ASu70mzGxWf06Zr0sIrQODGO80a8RJUZJ5FSdKAFU8dO9IeeQcV1HINxk8fjik6AEUvOeOtIfSgBynPWlpMHjH406gBQcYpQcfSkH3aQdfagB4O44p+cHHemYAyRz60e3bNAEmcjNGabnA4poYigCWjn0qNXyev4U7OaAHDpR1pB9RS4NACjijPFJzSgigAzQMd6OlB+tAC00mjNIaAHKxB65pS3GKjDYoz60AYfiMZtYf+un9DWJEK2fETgrbp3LMf0A/rWTEK8zFP8AeM9TDfwkTgcVXuWxGeeas9BVC7fqO1cjOlE+gWf9oa9CGGY4v3rjtx0/XFekVy3gu0CWM14w+aZ9qn/ZX/6+fyrqa9fDw5YLzPJxM+ao/IWiiitzAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA4XxS+/V5ATwiIP0J/rWQi/lWrrzeZqtye/mBfyUf41QjXpxXkYp3mz2sKrU0SxDgf4VJyOe1IB2p2MAk1gjSQx+nFUbtsKavMcVm3p+U1okZmHETJr9rxkLvY/lj+teg6exEQC/lXCacm/Uy391f5n/AOtXfaemIxxz9K9TDq0DzMQ71C6u5uc81KqnuOKdGOOABipRWxgQgDNKADxUuAeaNooAiIHbNLt9jmn7B6/jTgo/CgCPHH86XblRzzT8DGKNvOeaAI8c0owe1O2HNJtOaAGt1yO9IRz1NP2/jRjbk9vpQAzbtNLg+v407B7HFCjrQAgJBH9afn0puPx+tO/D8qAFPXgmlBz3I/CmZ7GjdgUAPJoFM3c80o6ZoAD1pM8UE5pueDQAuR6/pSevpR04pkkqxRPI52qoLMfYUAc5rsvmaksYORGgH4nn/Cq0YqAytcXEkzcF2LfSrUY4FePUlzScj2aceWKiKx+U1lXjknaoJJ449a05SAtQaRbfbvEFpGeVV/Mb6Lz/ADxWcVzSSLcuWLl2O/0y1Flp1vbj/lmgU/Xv+tW6UUhr20raHiN3dxaKKKYgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiio5pVhgeRuiKWP4UAcJqzBtRuMcjzG/nUMa9KGJklZ2BLMcn61NGhHUZzXh1Zc02z3qceWCQADjn9aQ1PtC4OKgkwrdeKEiWyJiMVj6jIBG3PStRzxWBrDkRNg1pEh7B4cJnmlkPQybR+A/xzXoVkCErxbwz45s9OvGtNTTyoRIwS4QZA5/iH9RXtWnSxXFpHPBKksLjcsiMGVh7EV60FaKR5E3eTZeVRj0/CpABimjpS5wKokNuOmBRS9qTBFACgfpS0deKMHP+FACYp23jOaKM0ANx7CkwadRigBMUEZ60tHB4oAYBxQKdjijFACc496UUn4UUAIQc5GfrTOgz0zUvamkZoAj3H3p4PGO/pSbT170oG3r1oAac5zSE4604nFRO2DQA4msLXr792LOM8thpPp2FXb6+S0hMjckcBfU1yxkeaVpHOXY5JrlxNTljyrdnVhaXNLmeyJYVq6OFFQwrxVhgNorzmej1Kt0+ExWr4Jtd093eMOmIlP6n+lYV4/ynHSu48M2v2XQrcEYeQeY31bn+WK2wkeapfsY4uXLTt3NmiiivVPKCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACsvXpfK0qUDq+EH4nn9M1qVzfiifC28IPUlyPpx/U1lWly02zWjHmqJGGiZbNW4wFGeKqxDPJqzkgZGfwrxke1IWR1x3/AKmqM33qsu+eapyHLmtEZEEjYQ/zrE1GMOpB78VstzEx965bxNqDWGl3M6MFljQlD/tdq1gruxM3aNzmvEfw+vPLfUNGja4jPzSWy8unqV/vD26/WuX8O+M9c8H3bHTrgrFu/e2ky7o3PuvY+4wa9g8CeM9P14JayOltqK9YGP3/AHQ9/p1Fb3in4c6H4vQy3MbWt/ji8gADn/eHRh9efevVPHM3wz8ZvDmsxpFqj/2ReHhlm5hJ/wBl+3/AsV6HbzwXkIntp45oW6SROHU/iOK+YvE/wr8SeHHeRLZtRsh0uLRS2B/tJ1X9R71zekavqehXPm6ZfXNnKDz5LlefcdD+IoA+xiM+5pRjpjpXgeifG7XbVVj1SzttQUdZF/cyH8vlP5V6Bo/xb8M6ltW5lm06U9rhMp/32uR+eKAO7wM0h4qCzv7PUIhNY3cNzGf4oXDj9KnNACE/h+NGcUYNJwP/AK1AC0E0lFAC/WlpvOadQAdKKTpR3xQAUA+lBpOaAF7UnFGfzpCCaAHAZ5pCM98UA0E0ARtwKz7ifykZieAM/SrkzYU1yHiO9bfHap/H87n27CpnLkjcunBzkoor3d619cF+RGOEH9aIhzVaEcCrkI5ryZScndnrRioqyLsIp0p496RMAVFMxCnFZyZSV2VFhN7fQ2y9ZZAv4E8/pXp6KFQKBgAYArhPC9t9p13ziMrbxlv+BHgf1rva9DBwtBy7nBjZ3mo9haKKK7DjCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAEri9cn8/WpFzlYwEH8z/ADrsmIVck4A5Nef+Ybi7lmxy7lj+JrjxkrQsdmCjebfYtRoMDAqQjA9h1pYV4FEuAen5CvOS0PRb1Ksp7CqZOWqecjJ5qk0nzelVEGguDti46Yridb0+TXpn05ZvKaRSQ5GQCORn2zXY3L5h/CsTR1E/iSQd44Cx9iWA/oa6qCvNHNiHamzxzV9I1HQb8W1/bvBMDuRuzf7St3+ortvCfxi1rRTHbauG1WyHG52xOg9m/i+jfnXs82i6frWnfYtUs4rq3bnZIOh9QeoPuK848Q/AwjfceHL7cOotLs8/RZP/AIofjXonlnpXhzxx4f8AFCr/AGbqCfaCMm2lPlyr/wABPX8M1Nrfg3w94g3HU9Jt5Zj/AMtQuyQf8CXB/OvmLUND1LRLz7PqVlPaTqeBIuPxU9D9Qa6bRPiD4q0RVji1J7mBekN2PNA+hPzD86AOz1n4HQndJoeqNGeogvBuH0Drz+YrgdV8D+JNC3NeaVP5S/8ALaEeYn5r/WvTNG+M1nNtj1rTpLZ+81sfMT/vk/MP1rvdK8T6JrWDp2qW8zn+APtf/vk4NAHzBaXk9pMJLaeSGVT96JyrD8q7TSfin4l03as1yl/EP4Llcn/voYP869p1XwpoWsg/2jpNtIzf8tPL2OP+BDBri9Q+C+jz7m0/Ubu0bssgEqj+R/WgB+l/GPSLkKmpWdzZv3dD5qf0P6V2GmeKtA1fC2Or2krnonmbW/75bBryLUPg94htcmyns75R0Acxt+TcfrXKaj4T8Q6Zk3ui3kar/GIi6/muRQB9QBCV3AcHoe1IB9K+UrXXdW01sWeqXlsR/DHOy4/DNbtn8VfF9iAp1NbpR2uoVf8AXg0AfSIAyaSvErH4638eFv8ARLab1aCVoyfwORW7a/HDQ5cfadL1GA/7BSQfzFAHqH+cU3FcZbfFfwhcAZv5oCf+e1s4/lmtm28Z+GLwDyddsCT2aXafybFAG1zR24qKC7tLoA29zBMvrHKrfyNTlSB90j8KAGDrRnNBHFGMCgBKCaM5U5NRscCgCC5b5TXC6s/m6y/oiqv9f612ly3ykda4advM1O5f1kI/LiufEu0DpwqvO5PEKuRcc1WjFWk7V5x6RYHTNVbl8KffpU+cLVG6kwhPpWcionW+C7bZp81yes0mB9F4/nmunrP0W2+yaPawkYIjBb6nk/qa0a9mjHlgkeNVlzVGwooorQzCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAKOqS+Tply467CB9TxXDw9eldZ4lk26Zs7u4H5c1yEbYkArzca/eSPTwMfdbNi3OUPemz8ZotyepxSzkEZAArlWx0faMy4HcVmyNh60Lg8/hWXcHEg6URNGhl1KBCSewql4PjafVdSuiDs3JErdjgEtj/voVDqt15VozHtzXSeGLI2mnQxH72Nz8c7jyf1Nd+Fjd3PPxkrKx1lquEHtV9eBiqtuvy1ZXpkdK7TgI7q0t763a3u4IriBuscqBlP4GuK1X4T+HL4s9ms+nSH/ni25M/7rf0Irus0E5oA8N1b4S67YhnsWg1CMdozsf8A75br+Brir7TLzTZ9l7azW0q9pUKH8Ca+puKZNDFcxeVPGksZ/gkUMPyNAHzVp3i7xHpBX7FrF2qD+B38xPybIrsNM+M+pwFV1TTbe6XvJATE/wCXIP6V6FqHw+8LajkyaTFE5/jtyYj+hx+lcrqXwXspAW0zVpoW7JcIHX8xg0Ab2mfFPwtqG1ZbuSxkP8N1GVH/AH0MiusstUsb9N9je29wp7wzBv5GvBtQ+FfimyJMVpFeoO9tKCf++Wwa5i70bVdJctdafeWjA/eeJk/WgD6Z1DQtJ1MEahplpc5/56wqT+eM1yt/8I/CF6WMdlPaMe9tcMAPwbIrx2w8beJdMx9k1q72D+CSTzV/Js109j8atdt8LfWFjeDuyhom/TI/SgDZvPgTYOSbHXbqL0WeFX/UEVh3XwO1yHP2XVNOuB23h4z/ACIrpbL436TIAL7Sb23PrE6yj+hrftfip4OusZ1RoCe08Drj8QCKAPJ5/hR4wtc40+GcD/nhcoc/gcVnXPg3xNZA/adBvwB3EJcf+O5r6DtfFnhy+IFtrunSE9B9oUH8jitaGeKUZgmjkHrG4b+VAHylJDPaMfMglgYddyFDVm18R6vZEGz1i8hI6BLhsflmvqdxvG2UZHo4z/Osy68P6Jeg/adIsJs9d9sh/XFAHgMPxM8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"path": "029642.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029643
Women Tops & Tunics
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"path": "029643.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029644
Women Tops & Tunics
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", "path": "029644.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029645
Women Tops & Tunics
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45qCS4APWgC00mO9QvcBec1UEss8ohgjeSQ9FRcmt/T/BV/egPfSi2Q/wj5nP9BQBz8t+K27PwpPqOkNezySQM5HlIFzkf3jntXYaf4P0WzVG+yCaRTnfMdxJ/lW4yKylCOCMVMr2dtxq19ThtD8I2umSC4nIubnszD5U+g/rW/PcQ2sJlmlEaDue/wBPWrqWbBjuPyjpjvVn7PGU2sisvowBrz40KlV81Q39pGKtE4W/8RTzlkswYY/7/wDEf8KwmQyMSxyT1J6mvTJdC0uY5eyiye6jb/Kq7eFtIbpbuv8AuyGu6FOMPhRk5N7nnD2iMOgrOutMVlOBXqn/AAiWl/3Z/wDv7R/wiOk945m+sprQk8ds73UvDtz52nzsgzlozyjfUV6Z4X8aWuvp5Mi+ReKMvGeh91P9K1G8K6GgJ/s+Nj/tkt/M1TvbGC3jxBFHEo6BFA/lWFSiparcpSsbVxFDcQmOdFdD2NZkGgW14Z1g3IExtkJJ+b096pWuoXJX7PgyE8LxzXXWNuLOzSMnLdW+prGkqinZ7FS5eU4O5tZ7OdoZ0KsO/Y/SohXoc0EVyhWeNXU9mFY9z4ZtZMm3kaFuwPzL/jXaZHKZpwbNXrvRb2zyWj8yMfxx8j/EVQHFADwcilqPOKeDQA4U4UzpTs0ASZzSimqOKWgDJpCcUE4ppPFAAWzTSwz1prOBVd5QO9AEzPiommGKrSTj1qs8xY4XOfSgCzJdAd6u6doOqawQ8UQigP8Ay1l4H4Dqa2PDnhYZS71GPc/VYW6L7t6n2ru7dFxkY6YoA5vS/BOn2YEl0DdSjvJ90fRf8a6aCNIk2Iqqo6BRgCnt92mjhTQBIaia3j3l8DJ605X45NKcHPPFTKKluF7AAO1LVdlKcqT+FODtjrTsBNk+poyfWoxIR1xSNPt9KYEuT6moZX4PNVpL1gONorPn1B8EbwPwoATUdpU8c1kWdtLNeLHESGY84PQe9T+Vc6jLtQsV6E9AK3tN06KwiIT5pG+856n/AOtUyipKzGnbY0reJLa2SGMcKOvqfWndOaRenNBPanFJKyENlSKZNs0aSKezjNY934dtJstbMYG9Oq1ozOQ2KQsQoNMDkrzSrux5kTdH/wA9E5H/ANaqVegBgI89QRyD3rnda0dIovtlrxGfvoP4fce1AGGD606mCn0AOHSnA00UtAD62vDH/IUb/rkf5isMGtvwx/yFG/65H+YoA1PFn/Ivzf7yf+hCvO8ivRPFvHh+b/eT/wBCFeck0ADGmM2KRjUEj0APaTFV3mqCWYgdaqvKW70AWZLjA61saF4an1Vlnui0NqeR/ekHt6D3pPC+gf2jIbu6U/Z0PyKf+Wh/wFehKohgwB2oAXTtKtNPh2W0CRr3Kjk/U9TV08LgUREeStDHtQAoO1RTs5pjHCVGrn14oAmYnb8vWoxKQcMv5Ub80hAbrQA/zF96XevrUZBHY1E8oTvQBZLqOpqN7mJR96qMt2MdaozXXOAck9hQBeuL5ApIyaxLu9Mp2JHkn1NWorG7u+dpjTP3m4rStNMgtDuHzyf3m7fT0oAr6LprwEXNwB5p+6g/hH+Nbo5qBBzU2cUrAB6VC8m04qU9KpSt89MCwJSDnJqreaXaXylnQJJ2kQYP4+tSv9wGld8QZ9aAOPvbCawm8uYcHlWHRhVYHmu3ubRdS0/yXID9Vb0NcZNBJbTNFKhV1OCKAEp1MFOHagB1OB4ptFAGSTmo2PFOPFQu3FAEUj4BqnNL15qWZuDVGRsmgBpYmut8I6EWddTuk+Qf6lGHX/a/wrH8O6QdY1NIWB8hBvlP+z6fjXpqqq7UVQqLhQB2FAEwXy09O9S2UmYajufkiJ/2TUdg37ugC6WyKN2ENMNB6UANVqUSe9M+6rVDE+XoAtg5p3l56HFRZwanXpQBXmVwOMH8apyC4PATP41oy1ASM0AZzWd3IOir9WqaDR4h81xIZD/dHAq6GPFSDJoARVVFCooVR0AFSKvOaAnrT6ADtSE4FLTJDgUAVJn+ant/qQarTN82asR/NbfhQAM3+jbs1PagPCUYBlIwQelU3fFmR/tVbsfuD6c0ActrGlnT58pkwSH5D6H0NZwrv7u2jvLZ4JfusOvoexrhri2ktZ3hlGGU/n70ARinU0UtAC1t+Fz/AMTVv+uR/mKxK2/C/wDyFW/65H+YoA1PF/8AyL03+8n/AKEK84J4r0fxf/yLs/8AvJ/6EK81c8UARyNiqcr+9TyNVGZ+aAIZGyetX9D0h9Y1JYMlYl+aVh2X/E1mgFmAAJJOAB3r1Lw5o40jSMSD/SZfnlPoey/hQBoW8EcCxxQoEjQBVUdhUl2dqN9QKIeHFR6h0HuwoAt2zZt1qQmoLTmEVMaAEc/JimZ2pmnnB4qGc4TFACpJu71MretU7c/NVkH95QBZHSoJVDHoPyqbotQyvgZxQBC0MWeY1P4U9EjX7qKPoKhEm5qlDc4oAn3GgKc0sYBOO9SYxQAgGKWiigBkhwKz5W+brV2fgVmy8nNAF0824PtUcjf6IhPrT4SGtyPaqs74tlH+2KANGzORn2qprumC8t/OiX9/GMjH8Q9Kt2nCn0qfdzQB59Th0rW13Tvs1wLiJcQyHkD+FqyM0ALSikooAxmbiqsj1M7AVSncAGgCCaTPAquqtJIEUFmY4AHUmiRiTxXYeBtEFxc/2pOmY4jiEHu3c/hQB0/h3RV0XSxGwBuJPmmPv6fQVd/i/Grr8IaoMcH8aAJbw/6IxPpimaeeMe1Fz81lJ9M0yw6/hQBfYc00nnFSSdBUTHFAEczYQ1WhPz/jUszZU1DAP3lAFs/eFWhwlQYywNWMfL+FAFeQ/KapBzvxmrr/AHDWcMiegC3uORVqLkiqBOWzVuBwXFAFsrim1IegqOgAqKb7tSnpVeQ/KaAKEpFWLN90ZFU5TjIqexbkigCO6O2Bl/2q0rT7mazL8YcL2Lg1o2p/dCgCznmsrXdO+02/2iNcyxDkD+Ja1KUGgDgAeaWtLWdP+x3ZdBiGU5X2PcVm0AFbfhf/AJCrf9cj/MViVt+F/wDkLN/1yP8AMUAanjDjw7P/ALyf+hCvMnPBr0zxl/yLc/8AvJ/6EK8ulfAoAgnfAqgzZY1NM+TT9N0+XU9QitIfvOeW/ujuaAOj8EaH9rujqU65igOIgf4n9fw/nXoEwwlN0+zisLOK2gXEca7R/jT7n7tAFZGw4pmoHKRH3pu7Eg5pb7m3U+jigCzZj93U7DBqvYn5fxq1J1oAiJAaq1wflqw/Wqc57UAOtvv1bC/vKqWvWtBV5BoAc33Kqzf6k1ccfLVWX/VmgChC37wipw/z1XTiQ0onXcvXk8HFAWNSE5erDdKpW7fNVzqtADaDRSN0oAgnbK1mSMea0ZT8pFZkmQ1AFyxJKEVWuztKp6uKmsScmmaguLmP0JzQBo25xHxU1VbZvkFWSeKAG3EEd3bvBKMqw6+nvXE3Nu9rdPBIPmQ4+vvXcK3NZeu2P2iAXEajzIx82O60AcvRS0lAHOSNxWfM+asTSdRVEnJNAFvTNPk1S/itY+C5+Zv7q9zXsFjaxWtrHBCu2ONQqiua8I6N/Z9mJ5lxczgEg/wr2H9a62MYFADJjhazJWwa0rg/LWTKfmoAtk77SQf7JqPTznH0FPhOYWHqDUendF+lAGo/3RUL1M/QVXlOMUAVpzgYptv9+kuD37VHZ3EMspWKaNyOSFYEigDXRRUvUVGnSvPPjJ4xuvCvhWOHT3MV5qDmJZVPMagZYj37fjQB2cuqaekxt3vrVZs48szKGz9M1XkdY2LuwVByWJwPzr5E0LRtQ8T69BYWQZ7mdsl2JO0d2J9BX034e8KQeH9NgtHubi+kjHMly5YA/wCyp4UUAbJ1SAsBCs0/OMwxFh+fSpYdSn3/AC6TfN/3wP8A2anDpirNtneKAJf7UYRgzadfQjOMmMP/AOgk0Lq+nlXY3kKBBlvMcIV+obGKvr92vlb4z67e6n4/vbGZ8W1gRDDGOgGAST6kmgD6Ztda0q/l8mz1KzuJcZ2RTqxx9AafKcAiviK2uZrO4Se3leKVDlXjYqQfqK+kPhT4+uPFWmzafqjh9Ss1B8zvNH0yfcHrQB3sw5zT7RsSU2XpSW/EgNAE+pL80Tds1NavhRSX43WsZx0YVHb8YoA0ieKRfvUn8IpgJBoAS9tEvbRoW4J5U+h9a4yRGikaNxhlOCK7lTnvWHr9jn/TIx7SAfoaAMA1teF/+Qs3/XI/zFYtbXhb/kKt/wBcj/MUAaXjQ48M3H+8n/oQryeeTivVvG5x4XuD/tp/6EK8gmcmgCNmzzXofg7RjY2f2uZCLicZAI5VOw/HrXMeF9GOp3guJl/0WFstn+Nuw/xr06BcAUAWUGFqtdHFWh0qldHmgChu/efjU93zZEj1B/Wqx+/+NWJjmxcegH86AJ7Hv9auSdaqWfQ1bbmgCBzg1RmPzVbmODVKYkuKAJ7Zl37dw3f3c81pqMDmvM9O8PaX4k8R+JLvVIGmkgu0toHEjI0SrGp+UqRjJJNaqWHiLw0vn6LfS63pw5bT71wZlH/TKXufZqAO5PQ1SmOMj1qvofiCw8Q2BubKQ5U7JoZBtkhfurr2NTTdTQBSztY035Uw5ycc0spCgknApglRk6jHSgaL1rcKZArZU+hrTHKVl2UY3ByxYgcZ7Vjah4ru7zUJdG8LWsd9exHFxdynFta+zEfeb/ZFAM6skAEngDqabkMmVII9Qa4+LwPbajLv8Save6zcAZaIzGGBfpGhHH1zS+Ak+xWmtaMhPlaZqcsMIJztjYB1H4bsUCOjmPJqjKKtzfeqtIM0ALaEiTFT6iv+pf0P9KrwfLIKuXfzWqH/AGhQA23Y4UVeJ4FZ8B+YVezkCgADfNUgORVfODUqmgDlNWsfsV2do/dP8ye3tVGuy1CzF7aNH/GOUPvXHujIxVxhgcEGgDiZWyTW34T0b7fem6nXNvCeARwz9vyrM07TpdUvktourcs3ZR3NenafYxWNpHbQLhEGPqe5oAuwL61bWoY1wBxUwPFAFe4PFZcv3jWlcNVCQZNAEluwCHNLYDCr9KrSSeVEfpirtkP3af7ooAvE5FV5jxzVj+Cq81AHIudQ16zV2vFtrWY5MEcQYsmehcnqQOcetSXdvFBdac1vEsc/2uNEMahTtOdw47bc/lUs2kyW8pfTbw26MxJt5E8yIE8naOCv4HFPt4Ws55NT1S5ik+zxN5axptCDHzNgk5JHFB1KdNQslqdVFnFeV/HnQbvU/C1rqNqu9dOlZ5lH9xgBn8CBXXi/1q6UTLcQ2aMMrD5AkIH+0Sev0qaPVGurDULHVYYXlS2ZyFX93PGQR0PQ54I96DKVGcY8zRwPwV8KrpnhltbnjH2q/wD9WSOViHQfiea9GkPzZpk0mneFvDCSXEkdrY2VuoJxgKAAMAfXtXE6B8VND8Sa2NKgjuYJZCRA8wG2Ujtx0P1oMjt81btDl6pZqzaNtkzQBsKMgCvnv45+Bbq31hvFFjAZLS4UC62DJjkHG4+xGOfUV6R4v+LGieDtTh065huLu6ZQ0qW+P3QPTOe59K6nTNW0vxVocV7Zul1Y3KEFWGR7qw9fUUAfEeDnpXsvwK0O8/tC+1t0ZLTyfIjYj/WMSCcfTFepS/CvwT9rNz/wj9vuJzsDME/75zitLSba2sLKS1tIEgto55FjjjXCqM9AKALT0kZ+cUrc0RDLCgC5cc2R/wB4VBCeRVqUYs3z7VUi60AaCnIppOGoQ8U1vvUATITTnRZYyjqGVhgg96iFSqaAOPv7RrO6aHqo5U+orR8L/wDIVb/rkf5itfUdOW+tmwAJVGUb39KyfDIK6xIrKVYRMCD9RQBb8eHHhS5/34//AEIV5NbWk19dR20C5kc4Ht7mvWPHhx4TuP8Afj/9CFYPg/TYItMF7lXmnzyP4AP4aANfTNPj06xitYhwo5P949zWtHwMVCigkVYC4FAD8YWqNwctVxj8tUZeWoApsPmpZnxbbe7ED9aeRzVWdj5iL23CgDXtlwp+tWG6VDAMIKnYfLQBUmqjJ96rtxxVFz81AGF4Y/deJPFdmfvG6juV/wB14gP5qav211LaSZVuAeVPSqiW09p8Qba+ihke2vrFredlGQjxtuQn0yCwrWn0idp2aLayNyCTjFTI68K4K6mZGtWUqzHxT4fj2anbr/pdsvS9iHVCP7+OVP4V0scwurOG5VHRZY1cLIu1lBGcEdjRpunNabnkcbmGNo6VZuDletNMwqqKk+XYyrkF0YDrVfKuSdoLtxz2qy55NRjANMgytUfVNSuY/D+mNLaI8YkvNRxgRRdNkZ7yNj8BzV6H7Ho2nx6Zo8At7aIYyvc9yT3J7k1owrvJTdgEYqq+j3AbCMrL2OcVMrnThvZ815k+hqWkmcnJ4FZHgphcT+JdQX/V3Wry+WfUIqpn8wa1L03WieGb65trd7q9WJjHDGMln6KPzNJ4Z0c6D4ZsdNYhpYoszMP4pG+Zz/30TTWxnXkpVG0XpiCc1WfmpJj82Ki6nFMxFiHzirk4zafQg1VhH7wVcueLQ/UUAVoT8wNXlPeqEFXkPy0ANP3qkVsVE33qeOlAE+cisLXNPOTdxLkf8tB/WtxORTLqeC3t3edgI8Ywe/tQB5l4T1e3027liuQFWfAEv90jsfavRY+cHsa8VOQa6Pw74rm0plt7otNZ5wOctH9PUe1AHqKrxQ3AplndQXtsk9vKskTjKsp4NSsMrQBQmbJxVdlOc1YlXDVE5ABoAo3ZyuK0rP8A1K/QVmXXCknoBWrZAG3Q/wCyKALn8FVp+lWiMLVSfoKAOf1iSQm2s4pWia5kKs6nDBFGWwexPAz71VXQNKMWxrCFx/tjcT9SeTV3VbWS7jQwyCO4hcSRORkZ6YPsQSDVQatHAAuoxPZSesgJjP8AuuOCPrig7cLKFrS3NDpVKQeZe3WOfJ0+Rn9tzDH/AKCac2qaeITJ9ttygGflkBJ+la3h/TXGnTT3sZSe/wDmljPVExhU/AfqTQa4qouTlRx3xusb2/8Ah7/oMbyLFcRyzKnJ2AHnHsSK8e+F3hy7vPFtpqksZhsbJ/MeWT5QzAHCgnqc19DalqV1YwQaQqE6hLmOKZ03RmNesh9wMcepqlDpFnGd0kYuJe8kwDH/AAH4UHJSoSqbEOseKNF0K2SfUdQhiRzhQDuLH2A5q74d8RaT4jga40q8S4jQ7XxkFT7g8iqeo+HdH1a3MF7plrMhGMmIAj6Ecis/wf4esPB9/dWFrGwW9bzYpnJJIHWM/TqPUfSgdXDypq55t8bfCmoweJ216KCSWxu0UGRFJ8twMYOOnrXe/Aaxv7PwVdPeRyRwzXW+3EgxldoBIHpmvUYVV02uoYEdCM0k80FnFumkSJB03HH5f/WoOcZcyrBC80hwiAsfwrItonjtIxLxI2XcehYkkfrVp9+oSK7oyWancquMNKR0JHYex60k33s0AQ/x0+EfPn3puMmpYh8woAtTj/RH/CqkI71ckG63YVBEu0YoAsJ0pDyaFPFIc0APHPFTKMCocqoLEgADJJ7Vg6nrpkJt7RiE6NKO/sKALuq66IC1vasDL0Zx0X/69VvC7F9YdmJJMTEk/UVg45zW74V/5Czf9cj/ADFAFzx9x4Suf9+P/wBCFeaaLrtxo1zuTMkDH95ETwfcehr0zx4N3hS5H+3H/wChCvH2UrQB7DpOo2uq2yz2sm5f4lP3lPoRWoBXiVhqV3pV0tzZylJBwR1DD0I7ivUvDniiz16AJxDeKPnhJ6+6+ooA2JRhTVBvvGtKVMjAqk8eCSaAKz8CqMvM6/7wFXJTVGY5liA67x/OgDdg+4oqdulRQj5VqV6AKVz1rPbl60Lnms/rJ+NAGA+reIb/AMQ6jpejRaZBHY+UHnvC7Fi67uFXt+NXP7M8Zuim48WWFtuIXEGnL1PQAs1VLVv7O+JM6SHEerWKPET3khJDD67WB/CsPxwPGGsxx6LDpF1G80oi+227h7V4i2d7A/MjrgHPbmgCHU/F9rps/wBnuvifdyy90stNjfb9cA4rQ0WYeJkZ9J+I1/csvLxG2hV1+qlciuu8LeCNG8K6YltaWsck2MzXUqBpJW7kk/yo1bwxpN3ew6gLdbW+gO6O7twI3HqCR95T3BoA4jSvFmrvDc6ammXGq6jp00kV3MGWFcBjtwTwWK4OBUWk3mp+KoL3WYtfu9L09Z2jhiEMfyogAJYsDg5zWz4PKXFrqmpIv7m/1OaeI4+8mQoP47TWXoWj2eo2WoaNqAZ0stUmeS23YSQOd6FgOq4bp0OKAMhvGemWVx5Z+IuoMQcGSPT0kQfiFxXX6Q2ra1As+j/EOC7jJC/NYRNyRkDgg5wOlblnp9lHCLdbO3WDG3yxEu3HpjFcF4k8E3XhnxLZ694Us7xrWdzHeWengb48jl4s8KSMjPagDsmt/iBZKzjUtCvkQFiJbZ4SR9VJrT8N6w/iDwvYatJCsMlzFvaNTkKckcH8Kzb7X9UsfBOqarqtgNPcRFLS1MnmS5YbVDnpuLHoK1PDumnRvCumac337a1SN/8Aexz+pNAEkv381GOtSSdaavNAEkAwwq1c82pHuKrRcOKuOAYDn2oApwLxVtSMVEqgDing4FAASM1IvWo8ZqhqGsRWamNMST+nZfrQBfvb+GwhDyH5j91B1NcneX019N5kp4H3VHRarSzy3MzSyuWc9zQDQBx8kfGcVXYVpvHmqskRxQBY0PxDeaDdeZbkPCx/eQsflb/A+9eraRrllrlp5trJ8w/1kTfeQ+/+NeMPHtp1ne3OnXiXVrK0UyHhh/I+ooA9wljHUVnzDGazPD/jC21lFt7jbBejjZn5X91/wrTujhTQBm3TZVl9RW1ZjbAg/wBkVx+vaxBpNo1xPk9lRerH0FdfZHdbxt6qD+lAF1ulVJ+lW2+5VSfpQBmSffqZBxg9D2qCX79Sl/LgMh6KC35DNAFa7vbeCc21lp9tPeLgu7oAkXpkgZz7Cj7TrD/M+pqh9IrdQB+eTVDR4z/ZcE0hzNOvnyt6s3J/nj8K0AcUHpUsNDlTZU+z3cupJeXd6bjy4miRfKCYyQSeOvQVboooOqFOMVZHFfEvxRf+GPD8UmngLPcy+UJiM+WMZz9a8O/4TfxP9pSf+27wyRvvQl87T0zj8a+mNX0ix1zT5LHUIFmt5OqnqD2IPY15PqvwVQ6rBb6ZqpCT72xPHkxqB1JHXkgfjQcWLhP4r6HFn4peN2Xb/wAJHeAf7JUf0rtvhN8Q528UfYPEVy12b0gQXVy25opOygnoD7d6vaT+z3vmB1LXQYR/DbQ4Y/i3Su6g+CPgyBIttpdmVMES/aWDZHfjvQcB3c3es2T71ULZrzTtO8yW9mu1t3MVws5BYAHG4EAdsHBq9Ick45oAEqRPvVFHUqfeFAFsnbCxJ4AqMMD0NRaizpo168f30t3ZfqFJ/pWJ4b1xNVsI51PbDr3Vu4oA6HNRXF1DaQmSZwo7ep+lUL/WIrUGOPEk3oOg+tc7cTy3T75nLH+VAFy/1Wa+Owfu4OyA9frVIU0U8daAHL0rd8K/8hZv+uR/mKwhW74V/wCQs3/XI/zFAGh44G7wvcD/AG0/9CFeSyx8V6740GfDU/8Avp/6EK8uePIoAypFx0qJJJYJklikaORDuV1OCp9RWjJDkdKqSQ80AegeGPHKXuyy1ZljuOiT9Fk+voa66bDDIrwllwa6fQfGdxpoW1vd09qOA38cY/qPagDvLn5azQ4N3Hk/xip3vra9thcW0qyRMMhga4Q61NqXjfTbWFitpDdLnB/1hHc+woA9Zh6CpJOmahh+6tTPyMUAUrjvWcTiStC54zWYf9ZQBW1vRI9btI0Ez211BIJra5j+9DIOhHqOxHcVij4halod02m67oxnuU+X7RZSBUl9wJMY/AmuvX7o561zF5ZX920ltat4kvQrFWMzQxQZ9i68j6A0AWv+E8v3QG38Iao24fK0k0KKfx3GoLu08SeJrdhq8ltpGkspMtvZymSaVO4aToo9dvNVNH8NXmgm5+0RoouGDKkb79vHchVGfoK62yhdLEiVeGzhT6VN3c3lSiqanfU8y8XatqEOn+HbjwtqsNhpl6VtIo3hx977rjPYAf5zW1d2X2vWWbTb/wCy+ILOCMTu0WY7hGBwHXuMg4I5FWD4E0CISK9tLPGUZI4p5mdIFJyRGCfl+o5q5o+iWejtO9uZ5JZsb5biYyOQOAMnsKowKKeIPEOnkLf+GxcEf8tLC7Vgffa+CKnl+Jf9njbc+G9SikP3VlkhTP8A49n9KtTwyfaHJVjuPBrnLPwtqujStOsN228ljNp9xF5nJ7rImf8Ax6g1nCKimmdDpVnqXjO7tNc1xY7ewtpDJZ6ZHuI3jpJIWA3EdgBiuwnOF61l+GC0tpLK93q8rFtrR6moVkI9AAOPfmtO46GgyKD0iUr0icUASx/fFS3lwtrp807sFSNdxJ7DNRJ94UzWoPtXhzUYf79s4/SgB9tcLOvyntUzyLGhd2CqOpJxiuG8M6jcWWniK+yZI+EYfxCrV1qE94/ztiPsg6UAaOoa67qYrM7VzzIRyfpWMOuT1pKcBQAo605e9IvWn4oAwilQvHVo1GRQBQkizVSSLrWo4qpKvWgDNOVOckEdCK6XS/Gdxbwi31APPGPuyD7y+x9a52Yc1XINAFjXb59a1FZWBES/KiE9Pf617dZjbboB2UD9K8LhTM8YPdh/OvdbfiMCgC0fu1UuPu1b/hFU7k8UAZcrZerAUPAVYZBGCPaqjn56uR/6sUAY2lq1rbjT5sia0Hlgn+NP4GH4cfUGr9XLrSItShjYSPBcxZMU8fVfUEdCD3BrKm/tHT2K31k8kY6XNqC6Ee6/eX9R70HpUMTGyjIs0VVg1KyuTiG7hdv7u8A/keatUHWpp7MOlUdMJur64vzzGx8mH/cU8n8Wz+QrB+IPiyLwtoBYHN3cny4UBwcfxN+A7+prC0r4waB/Z4EljeWq26AbVAdQBwBnPWg4cXVv7iPRtc8aaF4RghfWLzyjN/q40Uu7e+B2qfwv488P+L2mj0i98yWEbnidCjAeuD1FfJ3ivxJd+K9fuNTuTtDnbFHniNB0UV2PwPs7658elrOVoY47VzPIFzhTgYHoSehoOA9+uJJL2TUrS3ikCSTFHnIwgG0Bsf3j1FWWAUADoBirrQx2tssUS4RRgCqT+tACL1qVeCKhQ5aph94UAWZEEtlPGeQ0TKfxBrzqwgGnI4tiU8zG7HevSF/1En+438q8/HSgBR696cKZTxQA4DinrTBUgNAC1ueFf+Qs3/XI/wAxWHW54V/5Czf9cj/MUAavjH/kXJ/95P8A0IV5mw4r0zxh/wAi5P8A7yf+hCvNSOKAK7rVd4xzmrh6VBIOKAM6SPHaqcg2mtGUVQlGWNADUuJoUdYppEVxhgrEA/Wr/hWMHxPYEDpJn9DWdtrZ8KJ/xU1l/vN/6CaAPYIeFWpW6VFF90fSpn4FAFC6PWsz/lr+NaF0etZqf6z8aAL2QAuSKuxXkKgqZBlVJP0A5rLkVQyu65Tbg8ZxUksYltpYrZd/l28mMHOWKnAoNIxVrmZpPxK8L6xHAYtQWJ7iRo0jmG05X17DOOM1PpPjDRvEv28aXcNItiwWZ2QqOQTkE9Rwea8g8F/DHVtT0vSzf2rWtr/ajzXqTfJI0aqAoA6kE7h+NadlpHie0vvGekWulTW76lOzJekAQpCA2AvqxBAAHTNKxDO10TxXY+JXn+wxzCOMBkkfGJFLFcjB45U8GsBPiXpE2uf2PY213d3hlMKBQqK7DOcFj7VzfhbUr1PBSaB4f0ieLWhG4vLiWLy0iIJwSx+8xHAFUPCOh/bLnwysNi8V9YXMtxqUrxFWGD8qliOSewpiPWdB8TadrdlHdQyeUWma3MU5CuJV6rjPJ+lXtK8UWGta9qejWkc/2jTcCaR0whJ7A188Wkmq2s1trFxYXC6fp+rNNJhSDJK7ZwB/wED8a9b8NfDi6vohrup6xqNlf6m32i/tbZwiOC25UPcYGKAPRYb2MSFd/T14qaV1dNykEHuKznSKItDKMmNsqO7A1NCpSFsjbubO0dqDadNJXQxzk0inmkfpSRdaDEnTgirM4zp9wD3ib+VV1+8KsTf8eM//AFyb+VAHAhQAKdSDpRQA8DinjpTAeKcO1AEijFLTM4pwORQBj4php56UwmgCJ+tVJBwatuc1UlPWgChMOahxU8tQ0APt1zcwgd5FH6ivcIeErxOxXdqNqvrMg/8AHhXtsPKfjQBYP3KoXJxV8n5KzLtutAGaTmSr8f3KzgcyVoxfcoA07cfIKsd81Xt/uD6VYzQBnajY2d2ubi1glPq8YJ/Ouel0PS0JK2US8/w5H8jXUXJyDWLcd6B3Z5drnwns9X1T7SusXkUROTFJ+92eyknge1SeJ/hRHe+G7Cw8PyRwPaMzMJz/AK8sBlmYDrx9K74kbsVoRnEYoEfPkXwP8YyyKohswpPLm5GB79K94+HvgK18C6I1ukgnvp8Nc3GMbj2Vf9kV0dmcqKvY+WgCjdfcrNlOAa0rv7tZktACQn5hVgfeFVYz84q2KALi8wv/ALh/lXnw6V6FH/q2/wB0/wAq8+PFACU4Gm0tAEgpaYOlKKAHg8Yre8KHOrN/1yP8xWBmt3wn/wAhd/8Ari38xQBseMP+Rcn/AN5P/QhXmp6V6V4w/wCRcn/3k/8AQhXmjHNADTUD96lPSoX6UAVJelUZOtXZelU5etAEdbnhBd3ia2/2Q5/8dNYddB4LGfEkX/XN/wCVAHq8X3VqWT7tQxdBUsh4oAyrw5BqhH/rKuXh4qlDy+aANJRlRWjBEip8qgZ9BWenRa04vuUBceeRyaqXJ+X6Vbqldd/pQBk3B61SBy3XvVu4PBqkD89AGkiAhcgEdeRW1bfdFYyfdWti15VaAJpYEYhto3Y64qhKuwEGtUjArPuuhoC5my9cUQnDUk33qSI/NQBbXhs1ZkGbOYf9M2/lVYc1bYZtJf8Arm38qAPPx90UUg6D6UtADgacOKZTqAHA0tNpc0AZJNIelBNITxQBE9VJT1qy54NVZTxQBTl6VDUstRZoAt6WN2r2Y/6bp/MV7RF0/GvGdHGdbsR/03T+dezRUAWG+4Ky7vvWlIfkrKu260AZ8fMnNacYwgrMhHzVpD7goA07f/V1NUNv/qx9Km6UAVrjoaxp+9a9w3BrIl5zQBnOf3laEXMS1nTna+a0oDmBaANmy+6Kv1nWP+rFaNAFC7+6azJq07usyfg0ARofnFXF6VRT74rQiHy0AW4hlCPY158epr0O364rz2UASOPRiP1oAbS00U6gBw6UtNBFLQAtb3hL/kMP/wBcW/mKwMit7wif+Jw//XFv5igDZ8Y/8i3P/vJ/6EK8zPWvTPGX/Itz/wC+n/oQrzImgAbpVeQ1Kx4qCQ0AVZapyHJq1KeTVOQ80AJXR+CBnxGvtC5/lXNg10vgb/kYSfSB/wClAHqURp8zcGo4u1LN900AZN4w2mq1uOalvOlRwdqANFe1acf3BWWDgrWpF9wUAPqldHirjHCmqFyflNAGVOM5qg3EtX5jgGsyU4kH1oA2I/uLWzafdWsaMfuhWxZn5BQBdPSs+771o9qzrrljQBmTdaZGfnFSTjnNRR/eFAGggyM1bUZt3Hqh/lVWIZFXYx8pHtQB512oHWhhgkehNNBxQA+nU0UZoAfmjNNFB60AZJPFNJyOlK3SmHpQBG54qrKasyfdqrJ0oApymoc1LKKjA5oA0dBG/XrAf9N1/nXscHK5ryHw0v8AxUdhgZ/e5/Q169D90UATS8LWTd962XAKVl3acHFAGdCOav8ASMVTi4BJFXyo8sUAX7Q5iH0qc9DUNoP3YFWCvymgCjOODWROdua25UFZl1ECp4oAxJzuIrVthm3Ue1ZkygPj0rUtBmEUAatgfk+laI6VnWQwK0V+6KAKV1WZOK1LleKz7hRnFAFRPvitGAZFZ6j5xV+3PNAF+AfOPrXnt0Nt3MvpIw/WvRYxyDXnepDZqd0uc4lb+dAEFOFMFOBoAdSikooAXFb3hD/kMP8A9cW/mKwK3/CH/IYf/ri38xQBteM/+Ran/wB9P/QhXl7V6h4z/wCRan/30/8AQhXl7daAGmoZOKlNQy0AVJTVKTrV2QE1VkTmgCHvXWeA1B1mY9xAf5iuYCGuq8CqE1S5ZmAPk4HP+0KAPS4egpZgcU2E5AxS3E8MafPLGp/2mAoAyLtajhHIqC/1zSI3KNqEO70Bz/KobbWtMlZVW+gznu2KANgg8VqwcxisxGWVQ0bK6+qnIrUtgQgBoAc4+U1SuFJyMVoycLVSUZoAwbpCoPFZrjMq/Wt28A21iyMgk++vX+8KANaL/Vj6Vq2R/dgVlwHKLznitSzOVHFAF/tVG5HzVoAcVQu2CEFiBk9zQBmzjk1XT79WZ5Iy3DL+dV0ILZBGKANG3NX4R81Z0HBrSh6jrQB5vONtxKPR2H60ypbw/wCnXH/XRv51CKAHg8UtNBpc0AOBozSUUAZBORTDTqQigCNxkVWdMirZFMKUAZ7RULD7VcMYPalWMelADdPlewv4ruNQzRnIB6Guri8cToPmsIzj0kI/pXMhAO1O2igDo7jx/dkYhsYUH+25b/CsW78X6zcH5ZY4l9EjH9aoume1RmKgCzH4k1hWybhW9mjFa9r43ukG26tI5R6xnaa54RHPSpfJFAHaWvj+xRP3llcg+ilTU0nxH08R/JY3TH3KiuG8kelMeIYoA6qX4kIThNLfH+1MP8KoXHxCd1IXTFyfWX/61c68I9KgeDPagDVk8Y3ckmRZwgf7xNa2neOE4S8syo/vQtn9DXJrbE9qsJb47UAekW/jDRIly10/08ps0tx8RtHhQ+VDdTt6BAo/M1535A9Ka0HoKAOnvPiXNISsOloq56vKSf0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"path": "029645.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029646
Women Tops & Tunics
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", "path": "029646.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029647
Women Tops & Tunics
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"path": "029647.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029648
Women Tops & Tunics
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", "path": "029648.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029649
Women Tops & Tunics
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", "path": "029649.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029650
Women Tops & Tunics
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", "path": "029650.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029651
Women Tops & Tunics
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"path": "029651.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029652
Women Tops & Tunics
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", "path": "029652.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029653
Women Tops & Tunics
{ "bytes": 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", "path": "029653.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029654
Women Tops & Tunics
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UnZXPI5J2nuJp2+8zE/ieagJeQlEXOTk56fjUNq+6Iuc8kk+tX7RUM2ScY/hB4/H1rvOPc6HQNPRAGKkseSW6k+tdjGoVAKwdHBIXgAD2roBxXJJ6nZTWgHjFM3HNKxqHdzSRoWAeKcOe1Qq/SpFamMkwAM0A47cfSm5pQeaBImU08dajU1IMelMTJUP/AOurEYDDtVUDBqeIng+lNEssrErDmkeBSOcU+NqeTkelNiMi80uOdCCOezDqK47VNOlsXLSIWibowHFej7c1BPaxzRskiqVYYOR1qFoO+lmeTyxbgRuDL/CfUVRSWS1u1bLcnDAHhh6/p+YrptZ0k6Xdfu93kucgZztNYGoQlo/NUAgdQO3r/jW0XcxkrG9o18bPxVp1xkhJGEbH2PH8j+lev96+fzdNstJdwEgJRh/er3XTrv7bpVpdcZliVj9cc/rmsKys0y6bui5RSDkUtYliGkpaSgAqqPvN9atHrVUfeP1oGPFFFHFABS0lFMAopeKKQBSUuaKACijikpgLRRRQISlopKAFpP50d6WgBKWikoAWiij2oAR+nWs+5PWr7d6z7mmgKwozzTc0VQh4NOpgNOBpAPopM0vegY6lpvpTqAFFSRnDVHTl4NIZpxnIp9Qwn5am/CpEGcDntXk/xeuj59paAn5Yix+pP+C16wegz6j8K8R+LM+/xC4BPESD6fSt6CvMzqv3TjtOYSqFxkL2rZsgGkUCDyx65Bz+Vc3p9z5QYdSa6jQt1zdKCq7j04611z0TOaGrR2WkxbVBwScdTWu2MVDa24hiAxzU7dK43ud0VZFd2OajNPIJakCHvVFCKTU657mmrHwKlC4pAGacDQAOlOC8cUBccKlXrzzUQBzUg/WhCZKBj+VSx56j1qNOanjXkVRJPGeRUpOP/wBdES8DNSbBj1pk3GqRinEArQE9Keo7VIzlfEtuXtCcZxyPauFMgDmIgBX+6D6+n869J16JvsrOvYdPWvLZDh3ViAUbg+x6GtIaoymzOvP3C+VnO2UEe1ezeBLs3fhlEJyYXKdc8EBh/OvD/EE7JfKp/iVWJ969S+FF5vtbq1LDDRpMo9wSD/SlXXupipP3mj0YcqOOtFA6UVyG4daSlpKAE96rL9459atGqq9T9aBofRRRQAGl7UnaimAcUtGaKQBRR1ooATrRS44pO9MAooooAXvSfWij+VAgpaSigApaSloAKO1FFADW71n3PGa0G4BrMuufzqkBWzQKQ0ZpiHinCoxTxwaQEgpaaOlLQMcKcOtMpwNADu9KDTc06gZegOQKs1TtjwBVupEB9PevAviU/m+KL0g5w+38gK9+7j618++PTu8T33PWZu31rfD/ABGVZe6cuLBoYIpd2N/T3rsPCca/2nEB2645rmo1822jR03KDxntXYeD4D/aAzn5RXRUfumUEudWO7OKhuHSKMs7BR7nFPuC6ws0YBIrlrsXbsWTLAnnJPH61hGNzpbsakmq2iMN0qjPfPFSR6hbSEbJVI9Qa4q50+4IL9RnkDPFZsgmtnGNw/lWqgmZuo0epJKpHBqQMPWvN7PX7qD5fM3Aep/rW/a+JFkwpBBI71LpscaqZ1gI6ipEIIHase01OKY4DDNaav3FQ0apk/5U5areZjr0oNwqKCTikhmgmMVKjgHkiuem1mOM4Bzn396w73xbMqkW6gEk8k87a0jFsylJI9G+0IiZLfrVG41m0hODMo+leZTatrGq/u4jLhugXgmtax0K8ADzyF36nLEgH61XKluZpt7I76z1W2uvljf5vTGa0wMjP6VxEOjM0YyVGOMhj/LvWtpyyWcyhl+uAf8A6+KhpF3ZralbiewmXnOw147NmRpsYLgFSD/GvbPuD+hr25gGgf0Kn+VeJ3MQF1Lt4w5AHXHPIqoETGa/4G1G30D+15J4nMOGeIA5CnAznvjitv4WXPlanbjP+t3xH34yB+v6UnjbxFJPbXGl2z7LWOIRScffbjP4DGB+NZXgGUx3UbhzmK5jO09MHPP1+WlO7hqVZRnoe7jml7UjfK3HSiuM1Ck70tJQAdaqp1P1q1mqq9/rQMfRR1opjCiiigQUvQUlFIApaSloAKKTNFAC0maKKYgoo4ooAKKKKAFopKWgA6/WiiigBr9DWVdHmtRxway7vr+NNAVaKKM1QhwJp4NRU9TQBKDThUYPFPFIBwNLTRTgaBjh0peaSlFIZZtjV4EYrPtzg96vrytIQpOBmvnjxuca/e/9fEmOfc19DH1PQGvnTxn82t3RweZpDgn3Nb4f4jKr8JU0Ym4UgcEAGu78KQlbuRj2WvP/AAu+LucdgoNel+GBuWd8dwK2qu2gqKukzcmwylSAapTJGoycfnVyQ8GsHWzMlm0kO8kZztGcfh6VjHU2ehVvtQtLUHzGUDoaym1nS5ckng8cocVyl3d3c020osjcAP2H59KsyeHdZFi13IY/KGOPMycHjPHFdCpruc0q3ZGlPJpc7jy5Ys9sHFSLp+9VaGUbu1cjJBcJqAs5Qd2QM4zwe9W7ae706QOrkxliAD904/lVODWzIjUTeqOysba4t5gS2c9TXXW02Ylz6Vx2l6l9rXcg+YfeQ9R/iK6e0+aMEHrXPK99TrjboaIJf6VT1AOIsqM1o2kZdguOtWbuAQx5cfgaSKbOBm0+8vW2qSi+uKtR6NaWke6dg2BhiTgVZ1bW7fT4d8h+dv8AVxg8n/63vXE3up6lqch8qB2ABO4qdqgdcdq1jGUjGTjE7SHVbGH5LdS+O0Sk/rVs+IktlDzW08UfTe6fL+YryWa8v4LlY3nkVzjGCRjNbWnXuux2804WW6t4BmTnOF7n3FX7JGarrsetWGrwXKq0bqQfQ1ro6sVK4615H4c1yF7zbGojjJztLcIO/PQCvWNKAktklA4fkZ9KylFpmylGSujYXHkn0IrygWTT66tuVY+bchWYccZ5P5V6t0Q81ylhsXUZWxyrH/CpvYXJzHmvi5xDd6ixyA1wyr+dQ+D2A1RQW2jcrZPTqB/WoviFdRtr/wBliIxDl5Mf32Of0GKraJI0dzuU4IGfrWrj7hDleenQ+k0bfEjeqg/pTqq6fIJbGBwcgrjIq1xgVwG4tIaDRQAhqsgFWaqp3+tAySgUdKKACiiimAUUUUgCl7UUUAFJ2paSgBaSijnpTAKKOtFAgFFFFABS0YoFACUtHNBoAY/Q1l3f9a1H6Gsq66496pAVelKKSjvTELmlBptKDQBKKeKiU5qQHikA8UtNpwxQA8dKBSClpFE0Jw9aEZ+WsxDhxWjEcrSYiQjKkduP5184eL2J1m7LHnzXz9cmvo5z8j9gFJr5z8ZqE1i8AP8Ay1Pat8P8RlV2Mrw22NSdc/fjI/XNeoeGCFguEB5DA/mK8k0y5+y3scg4Kup/AHmvXNIjWC4LquBcRBuDxx/+uta+48N8NjZk6Gqbnmrb8jiqjqSfesYm8kZOpaXb3cDgouScnisRYLqxjaGEl4SCChORj6V1rR5Bqq9mHbJrVSsYygmcmLS5clCr4IxgkdPTOM1F4g02We0hkjRIhEojWONdox6nvn3rskskXnFZmqgPiJOatTZLpR7HNeG7e4trs+ZjaBwBXfaevHPTNYen2Dqd2OtdJaxeUoFZzldl042Oh02FSwJ5xT9Si378g8qaXSzyVPpVu5iLpnHIoWgS3PI/FGlySXk8yQxtEQNrBzuXHqP6VRsNRubWIIYRKAMcjqK9E1DTsuzFcqeo9qyn0eB2+VcfTjNXzC5b7nIw29vcXEbPDGcHKmSIuVH1zziugh0xrqEWcckq25clhjbu9Ola9vpSqfX3xzWzaWax4+XmhzbJVKMXcr6Z4X0i3RH/ALPtzMvPmbBu/OukjjCqAowBUUKdOKtAYFZsqw1iduPWuWijaH7VeSjbDFvlY+oGTXSzN8v0rkPH96NL8HXVumRLcqIQfQHk/p/OiKu0inLli2eHXd299fz3UpJeaQyNz3JzW7ouBdIc8Fe1c4o+fFdDpQxPHnjIB/MV01Njjp7n0D4bn8/QLR8YwoH6VrVzfgqXf4fVScmNtuCc4FdJXmPc7he1J2oooEJVVO/1q10FVY+n40DJKSgUtAwooopiFpO1KBSUgDtS5pKKAFpKO1FABRRRTAKKKBQAUdqO1FAgpaSloAKKKO9AEb9Kyrv71azDg1l3Qz9KpAVKTrRRQIXNApO1ApiHipAaizxTgcYoGTCnA1Gp96eKQDwadTBThSGOX7wrShPy1mg85q/bn5RQwH3BItZSOuxv5V89eOE2a3erj/l4Y/hX0JcYMEmfTFeB/EEZ8Q3ff5yf1NbYf4jKr8JxBJU5r1rwndtd+H7OV/maPMeT7HH8q8mYfNjFd7oE39jQf2NqFxHb3MjGTy2HMeQMKxzwx9O3f0rprK8TLDu0tTvy3HWmEA+lM370Vx/EAaUGuRHo9BxWkEee1KCDUyCqRLRUlQrGSBzWYLbdKWbnNbVy4VDkjNZ3mDdVGdieKMKBgVcReBVeAhsYq/FHkgVLKWhraZ6ntWkeaoWPH5VeFV0M5ble4gDg8DisiWywxKjv0rXkuBHlW61UM6M2eOaYlcqJCyH1q9AnIpEIJqzCBntxQMsRpgdO1Oc4HFKTtHWoGfNJglcYxLMB1NeWfEjUJL3Vmtc/u7eJlx6vwT+mBXpVzdi0AlMkSKoLOZSQAoGSeK8t1m3fW55L6wUyu7STSQEYkCkc7R/GAPTn2qqbsyKqutDzzb859xW5afL9kf8AvRDJz3DkVlCMefg9Mf0rVt8nT7RsY2tIn8mH9a3mc0Nz2fwBLu0+4j6jcD+mM/yrrx0HNcH8PJT+8TJ2uuQPcf5/Su9B4NebL4mdod6Q0tJjNIA7VTj6c1c7VTj6fjQMmopOlLQAUUUUwCjNHWjpSAKBQaKACiiimAUUUUAFFFFABRSUtABRRRQIWj8KQ0tADG71Qu1GDzV9u9VbkZHSmgMg9aTmlfhiO1NzVCFzSgimZpQaAJM0oPFMBpwoAkU1IDk1Epp4NICUGnio1p4oAcKuW7ZFUxVm3OSBSYyxcY8jHbI/mK8H+IMePEN1kc7hz+Fe8TEeUx/zxXiPxITb4ik91Q/pWtD4jOpsc74WhiXVZdQnUPBpsDXbK3RmXART/wADK/lWLLPJdXck87l5ZWLuzdSScmtyyzF4U1t16yS28RPtl2/oK55fv/jXcjlelj13wvP9o8MWL5yUQxkn1UkVq9K5r4fzeboE8OeYbg/kwB/oa6Rs1xTVpM9Kk7wQofFSeeFU1WY1XkfrzSRbQtzcFzyelUHlIJOakdvxNQKC7VRmzfslxEre1Xlk2kc1j296sUPlv1HT3qK21d7m5eBrWWML0kJBVv6ipHodbaXA6Ej8a2FZNud6nI7GuStpgOCeal1DVLqyWEQWEtx5hwzg4WMep71SfQmUdTV1VCIPMXqKxEuSTya2YJXvLPDrtPvWJd2zwSbgOKOlxxsnY0IrjOOa0IbkDnPXrXPxSdMmriTfnRcpxubLXOe9N8zNUI5M981ajJY4pNiskjzj4h3sj69HaK7bIYEYpn5SSS3T8qxbyeW1NhPAzxSLhkZTgq2Oo/KjxtOZ/GmpgHIjkWMDP91Av8803WGC2lopz8jgD9RXQlsjik92ReIIob77Nr1vEsRuHMV5GnCpOAfmA7Bhk49c+tVLMbrJQDwk3/oSkf0q7YOW0fX7V1DJ5cVymR910fqPqCR+NUtN5gmQ+gYfVWqnsStz0X4eTYu0UtjkDH1GP8/SvTe9eP8AgqXy7zA5bbkfga9gDb8OOjgMPxrgqL3jrWwtJjmjNJ3qAFPQ1Tj6fjVvJwaqR/doAlo7Ud6KBi5o+tJQaAFo/nScUtMAooo7UAFFFFIAooopgFFFJQAtFJS0CCjvRxRQAcUtFFAEZPNQ3A+XpU1QXB+WmBiyn5yMUzNOlP7w1GTVCFz/AJNGaaTSbqdgJQacpqENT1NSBMDUimoVNPU0ATg1IKhWpQaAHirEBxnuf61XBqWE/vB+dIZdl4t29lNeN/E2Lbre84JMKE4/EV7JJ/qHx2FeU/E+IDU+gx5GNx+prSj8RFT4Ti9GjN3o2r2K/fZI50HqVJU/+hiubHEladldyWF3HcRjJGQVz95TwRWjf6ENS/4mGlMjrIcvCTgq3fH+FdnMk9TnceZabo1Ph3deXqV3aEj99FvX6qf8GNd3IMV5jpcFxoGo2+pXxW3SFs7CQWkyMEAD2716g5V1DoQysMqR0I7Vz1d7o66DaVmVJD2qnKSKuyA46VWdevFZmzZV2Fz7VPHAAOBRuWMc1agdZUyhBHqKZDZD5eTyKekZJAHFSsm373H1pEuLZWAM8Y/GmCJ03QuhLHPvW7afvowT096xHCTFXEqBB3JrX0+6tI18s3cRb0zQkEk7GoqhV44qtdQpKhzirYXcMqwI9QarXHyRljVGd9TDltzG5weKI81YkYMMilii5qWaqWhLChrStwqfMxwo5J9BVeMYHSqHia/hsPDt15tytubhfs8crAkKzggHj8aEruxE5aHidxeG/wBZvLticzzs/wCbf4Vq6s5k0snGSJAR+GKpp4a1a3kjK2wnhyMSwOHQjPUHNa02myyWzpckwQ7tzMSM4x+ldDlG+5y8krbEEG218M6tdyHDTqttHnudwJI/An8qo6c4Xd90klh+B/8A10a1fJciG0hXbbwAGMD+Ikdf8+9VbNyjZzjqefpTS0uyW1eyO08KuYtYQHoGOfbvXsNkzPYxhvvR5Q/h0/TFeL6SRBqtvnOCwBx69P8AA/jXstg2FYdA4WQfXGD/AC/WuOqtTpg9C31owaB6elBNZFCHofpVSM/LVo9D9KqxfdoAkBzS0nSlplC0nFFHWkIWiiimAUUUUAFFFFABRRRQAUUUUgDpSZ9KXtSUxAKUUUlADqKSjrQAz1xVe4+7U561BcH5aYGHNxIaiLZp8/8ArDUJPerELnNJuppPvSZOaQEm7mpFbNVweKkU80gLCmpAagU1KtICdDUoqupxUynpQBMKliOGyKhHSpI+GGO1AzQwDAV9RivM/inCTdW8gBIaI7sdsEc16Wv+qP0rhPidExsrWZFzlJFJ7gcdu9XS+IifwnjTDBFVjNNby74ZXjJ6lGK5/Krcg5H0qrcDO013Lc5GI0rytuldnbuWOSa9G8E639t046dM/wDpFqMLn+KPt+XT8q80U8VNZX9xpt9FeW77ZYzkeh9j7UThzKw6dRwdz2phnNQyJ1qvpOrW+s2CXVucHpJGTyjehq43SuJpp2Z6KkpK6MbUg/lFV78ViWum3lqXubG5khnJ+YA5Dj0I6V1FxEH4xTYYhG2QOtUpWJcbswJJ72dMylncdQTVT7VcRviSxlx0yvP6V1NxZBgZIh8/dfWs1pPmAPUdqtSRtFXM4aiYgP3Vz9PL/wDr1Yh1GeUYW0f234Gf1qw7qVA2KeckkdvStbSLiK2LSeSrv23dj609DTlG2U+q26h45PKX+6cn9KuiLWtW2Pc3TQ24bPlRjBYerH+laMBlvpQzqFUcEgcAf41sBVChVHA6VLfYwqNdtTLhgMeFJJA9auRrjBxT3TnpSZwOtQyLkqnivJfifrpvdVh0uB8w2fzSYPWU9vwHH4mu88S+IItA0iS5JBuGBWFP7zY/kOteGB3upJnkZnlcmQsepOcn+tb0I/aOXET+yi5YXt1aMgt7iaJS3IjcgH8K0764kuYpDNK8mCv3mJxmsSFgHH1rTlO6B+Dyo6fWtGveuZptxM6RzmNueAB+VXYDtcZz1wSPQ8VnP97Ge9XImyisOvH6VTIidTp0m6OBjy20HPfcowfzX+Vey6dMXs7KckfMDG5+p/x2/nXiGnuR5yjqmJV/D/6xr2PwtIJ/D+xP4W49gQMfyrirLU66bujoaKbG/mRI/fHP9ad3rA0Eb7px6VVj+6Kst9w/Sq0f3BQMk6ij2o/Gl9qYwoooPSkIWigdKO1MAopKWgAooooAKKKKAD6UUUlAC0UUmM0AFLR2ooEFFFH1oGRk1XuBlasHqagl5FMRhXSkSVWJrQvE71mN1q0ICaTNNJpM0hjwaeDzUOaepoAsoamU1VQ1Oh4pCJwalRuKhU1Ih5pAWFPNSrgEYqFTUqmgZoxfMoHrXF/EyMy+HLeYEgpPt49+P5iuygOQBmua8fxeb4Su/wDYZZPoAf8A69VT0kiZLQ8Jl4z6ZqvcD5FNWJuFzjnNVZGynXvXejjZVJINNY/L7UrnBqJ27VojJs7HwHcNFNeAHg7CR69a9ESRXGR3rzLwU2Lq5BPVV/ma9BibC1x1/jO/DP3C26ZNRlCDxUscgfgnmn7MCsjoIdrY4zUMtospyyjPrV4L608R5xxTSGY401S2Oa0rLT4kIJBOO1WVhyegq/bWrEZpg5O25Pb/ACgADirXoajSPafpU2MA5/CgyGMBVSWTnavLGpJ5cHYnzMahCbR6sepqWNHjHjW+ubnxPexzyErAwSJeyrx/POa56GQwzo4/hOeD1HcV1PxEsGg8RfaVB2XEasfqMr/QVyB46HI9q74WcUedUuptMv3CJFODG+6M8qfaraSZj6/wms1D50ZTPzLyKlgl5wTSaHFkUh5NWLd/kIqrKfmp9s3OPWqewk9TpdNmxdIeoaMAj14wR+les+ArkPaNCWzmMA++Dj/A/jXjNk+GQg8hq9P8B3IWdhtwF3ZH8/0/lXHXWlzqpPU9Et22l0PBznHv3qbNQN8s+eu44z69MVN1rlNhHPyN9KrR/cFWH+430qvH9wUDJO1KaQdKO/FMBaMUUc0AFGKKKAFopKM8UALRSCigBaKKO9ABSUtJQAvaiiigAooooAKKKBQBF3pjjIp5603rTEZt2nymsSXhyK6K5XINc9djbKaoRATim5FNZuaaG5poZMDTlPNQg1IpzSsBYU1KhqupqZTzSEWVNSqagU8VMppAWENSg1XjNTqaBl63PArN8YQmXwzqCKOWgYDHrxj+VX7ZucU7VIxPYMpwQyspz0wVP9cUR3QnsfNV3gIee+eOnSs4sdpFad6P3a5BBxjntjisgtjNenE4ZEbsSaaFZiFAJJ6AVJHG8suxF3Me1blnYLa/McNIRy3p9KvYzUeZk/he3mt9QnDrgBBu9j1xXfRN8ornNMgVI/N/ifk1vwkbAK4a7vI7sOuValgMR0ODVyG4D/K33hWeWpN+RnJBHQisjoua27HFWI2DfWsZL3+GX/vqrkFyFIPBFWh3NRMKQau28wHT8axmuAcENj2qxHcrt+9zQTubYkGKhmnwML1NUlldhxwPenxkk0mKxKigZOck9T601/lBqVeBUM5qRo5XxZHAbaKeZEcJIo+YZHJ6VSu/Cmn6zZ/6pYLjb8s0a4wfcdxTfHtyTZwWcZ+d23n2A6VuaRJvtoyP4lDdfUZraLcUma01GalFo8o1TwvrGjs0k1o7Qp1mj+ZMeue341lFwT5icDuPSvoVUSRSGUMCMMD3HevOfEXw9mS5a70ZFdDy1sxx+C+3tW8KqejOOthHD3oann8zZIPrzSQt81SXNtLayNDPFJFIh5SRcMKrpkNxWvQ4tmbVkx8zj6133gq5NtrkRPEbNt/Ej/69ed2ed44rstCDrdRumMhtw5/u9f0b9K5ay0Omk9T20jfEQDgqeDUkb70DEYz1Hoe4/OobWRZbdJByGHNOj+SR0POfm+v/AOsY/KuI6iV/uN9DVeL7g+lTP/q29xUMf3RQBKKKQHtS0AAo7UlLimACijNFABRiiigAooxRQAtFGOKSgAxRRmjrQACl70ntS0AFFFFABRRS/jQBCabSnvTT0piIZhlelc9qC7WzXRycqawdTX5WOKpAY7NzimZ5prHFNDVQE4NSKfeq4NSq1IC0pqVDVdDxUyGkwLKGp1NVkNTqakROnWp0qupqZDQMuQHmpr05spvZMn6Z5qrCcMKtz/NYXCjq0ZH6UgZ87a/H5V/eIx+aO4cbccAZPA+lc/DbyXMyxRIWdzwBXXeO7aUeKrq2iTe8zq6Ko5O4ZAH61q6NoKaVagygNcv/AKxv7v8Asj2r0VNKKZzU6Dqzt0RiW2kx6fAejSkfMxH6UzIeXai9eBWpqzYB4GD2qtp1sCwkYdKOeyuzSrHlkoRNW3j8uFE/uir8RAX2qsgqZeBXI9dWaRRKWpM0zOAKDjPFIsVsmmDfn5WK0ufUU9SD3FMBYvtDOBvBHua6CyQKoJwTWLEo3Ak1tWzDaADk0mUti9nPNSR89PzqFeep/CrKdqBMlUcDvUFxwCWOAOc1YByKytfufs+mSAH55PkX8ev6UJEt2PN/Ed19qvmuMnkkL9O1db4bYvpdmx7xLn8BXE6wP9IjXHG012XhQ7tEtD2CY/U1tL4UVhX70jqYwT+XpT2xtz1xzUaEHGcZqbAI61B2GdqWk2GsWxjvbaOdQMAkYZfdT1FeOeJvD03h7Vmi2u1q53QSsOGX0z0yOhr20ZilKkY749c0OkUu6CdFkiYZCsAfx57itIVHE5q+GjV8meFWUyiTG7qPWu28Ps322Lrgv1x26f0/Wusl02xikMT2VqxVVIPkryM4z0qeG0s45QyWkKMGYZVAOPwpTlzbGUcJKLvc6+zHk2ignhTz9KtsoyD3U8GuXj1C4EIHnPtCZxnirI1K5zjzTgEDnHpXP7NmvsWbcrYIUdxTVGBWOb+ZypeQn72O1AupAM+c+do796ORj9i+5t4/OjvWWl+6k5bcARw1Pk1UIyfIArHb1zzS5GJ0pGjS1WivI5Op2n3qxUtWIkmtxcUZoooJCjtRRQAtJRR1oAKO9FFABzRRRQAe9LSdaKAFNFIKXpQAUUUd6AIKQ9aU0ymIa3Q/0rG1JcocVst0rM1BcofpTQM5NjzSA0swKSEe9MGT0rQCXdUin8aVIGK5prLsODSAsRnirCGqiNg1ZQ1LAsoasJVVTzVhDxSETqeKlQ1AtV5dRCHbbqJG7ufuj8utCVxmvGcEVfjwY2JIAXqSeB71zEV/e5yRE2OxUj+RqaXULie2MUkCFCclVdlBpqDuOxjavY2L602pRqZJ/KEQkb2HUDt/hWTM3Xn8a253X+O0wOmVlPH51n3FnbORieWMsfutHux+INa+R1U5QjGyOR1H95KQBVq1jCxqvp1p+raZJZzRyR7rhCCzFEI2Y9aSzbcufWrntY46rvO5bUdKkNNXvSMeazGhC3zYqVBxx+tQk1NCwPv60igMYznBBpFUdz+lXBGCM1H5WCaAFhADdR/Ote1OVHP9KyYl+bFbFqBt9qTKRdi/SrK/Wqy4xU8YOaBMnHQ+vvXF63eG8vPLDb0hG3d/ePc10Gs3wtLQxxn97IMDHYetcskG1OR1FXFGUmctqvzXRHfbiuy8Hn/iRW+c8FgP++jXG6uCLsMPpXb+FIymh2/Xksfr8x9K0n8JeF+NnRoSSCM/+PU9SM4Yj8T/AIio1Tpx+a//AF6fnanUgYyfmI/QiszvFmG5QeeOf89ah3b1B5yvIpz4ZSODwfT+gqNSA5/zigTJZV8+2ZVILgZXP8qqjiU8/wAfp7VKjNFOV/hb5lOfzFR3CeVMH5KSNkYHQ45FAChhtH+6BzUyv6D+LHX2qkrDAx6Dv71OGw2PR/6UAS+YQvX+E9Ke0hIbHXaKroQcdPutQT8mM/8ALMdKBFrzCN2fUf0pJTvjZPVuPr2qIsMvkf3eppSxXJ4++KLDJ7e4LBSeNwHt/Or8N88ZIDAqOoNY0BxhRxgkYHBP4Hg1Y3FRk9F78gD+q/ypWCya1Ojhuo5uBw3oanrm0lIIycEc49P/AK3uPyrVtb0N8kh+hNZuHYxnR6xL2aM0tJUHOLRQOlHagA7UUUGgAooooAKDRRQAtFJS0AFFFFAFcmm04nk80w/5zTENPTrVS6Xcpqy7BetV5ZFK9aaA5m8tCZSRSQWeDyOa2HRZDSpAB0FUxFdLbgcVTvoNozjpW/HCMcisvVhtBVRk+lJAZCHpVpDVJc5IweKuQxzSJuWM7B1Y8D86dhllDUwkCrlulNWzmXblQSffpVlLVVwW5b+VKwWKzCSY4Y7UP8A7/X1qzDZqOelTLCMg4qVpBEuK0SKbtoiF4kjGaqtcR7sLz7CluSZELMzBc445P4DuagihUY3LKgx/y0kRDVWBIJpkxyKpyJFKpU4wfU1LeRxqyl4JGi9VueM+5A/nUcFtaT3US7LkBnAwZ+B+S5pJK5ooytdIzry4n0+GS4e9R4lztSSMZLdhkY/lXOWjYUHABPXHSucmvZdR1meZndovNYxIzEhFzwB+GK37Q/KAa0krHK6jmzTB496SmoOO/tUoQseO9ZGiIWFPhYq3vUzQNjPWoVUh+aRRpRcqMGnspx2ptuMgA1bMfymkBQQHzK2bRDtAyKzvKIbpWnbEjAFDKWxeji9anYCKNnPYUQjj3ouhmEjimiWcxch7q6aZ+meKhnQRwMcY4rWePnIFUruFniZQOccVSYnHQ4DVDhyx55r0LRIjDpdtHjkICRjuea4iaxe41KK3ccvIAfp3rvrZihxtwO30q5PYvCx3ZeHy88fiAKk8wdv0YVGDwcbifbNS5OON3H+9/wDXqDrGNhsg8nP+e9V5Bggg8A9KsnI9ePrULjqex60AKg82MAHkcjPY0uxbmHyydpzkHurCoUYo547mrCFZDvQ/MeCPX/69A9jLjLKCsgw6ggj3Bqwx5Y8/fU5qe5gEn+kA4KoQ4x1Hr9Riq+TtJ/2VPFAD1Hzrns7UwEeUo/6ZnNPGd4wf+Wh/lTAPuf7rYoAkLDDDBPyjtTndR5nOMbT9KhIAUkDjy+PpSyN9/wBPloEOhcb5FGOJCNrDgk4PB9eatMSCcFvl9ssv+Iqhakme6Xg/OMK3Q/KKuEg8nIA7nrGfQ+3+fegZIrDCgd+QF4B91PY1PFJjB6j2H9PX1H4iqgzkgrk/xIO/uPf/AD9ZFfIzyxIDAjgt7j/aFDQXN2zvARskJ29j1xWh0rmo3xnoc+nfPQ/Q/oeO9atnd8BHOV7e1RKNzGpTvqi/iij6cjsaKyOYKKKKACiiigAooooAKWkooAWk96WigCs3eoZHCLk093C5JrE1PUAikA8+lWkIZf6kIzjNZzasNh5rNmkaVySck1UkyM1dkSzcttTEnJOOa17OcSkciuITzST5R6VYfWZtPt2jBH2huh/uD/GjluF7HYX2uWOnv5ckhaUdUQZI+vpWUdXGo7hbRFefmkc8CuSsbWbUpjJIziLOXk6k/T3roolhtoxFCu1AeBnPPue5quRI0pU3N3excW2iiPBLE45J6+tWFcjDd+o9qpB23xDI5NWA2WPpSZtNKOiNGIlhuZqsLtHUj8azopDnk4FaEIVlHFIwkhtxIyoREjux6bRWaINRuD+9KWy/7J3uf6D9a2sYGDShctTuxXsZ8NvLFD5KzSbM5I3ck/WmtpiE5xz6mrc95BbyeUitNMP4E5x9T0FRF7mYZZhGP7qf40WS3Gm2VxAbcMoQMrAgqe4qCG0MV1C8eWhZwuT1Uns3+PerjwM4ySSfekiEts3moTuGCR1Bx7U0y1JxVjxjT7YKwBHzdDW/DHjGKr/YpLTVbmGdQrLKxGOm0nII9sGtNFGM1Umc0UKgwMGrEK5aoguauW4AHvUM2SLawkrUT2qsc4q1Gw2/0p7DipsWV4YsNwauCP5ajRRmraLkUBYgMWDzUsRw1SmPIqILg0WGjQikxxSyyKU5qj54QZ7iq0t2WyOcVSRDLLsueKhfBqq0/PFIszMQMU7Bdlf+zY01dbrqAhA/3j/9atqLy2TBBHvnpVEMzyAMMBenNWgAADuAzQdUI8sSyI485Ei8HnPaniMEEjb65xWe1wI9whUuy+nQf4Vlz+J4IWYfaQDnoke4H+hppNlOSjuzpRHjp+eKUxjqeK5A+KYM5W7f12mLApP+EwjU/eY5/wBgD+tPkl2J9pDudcbcDn19BTRa/NleTnn1rlk8WxgcTSMMcr5eP61ct/EaTrlTkkheU9fxo5WhqcXszfLNG4JB+brkd6p3EHkuxXKxsqhfbmoIdbMijcASc4AGOnXt9Ksy3UdzZMRwwIOGX3HpUtFoj58zoMeb6e1KgyVyR0YcfXrS4G/nj996e1Ko4T1Kt296BDCf3RB3D916d6SQA7+cj5acQAhOOkQolGDJz/Eo/lQMgtQDd3iY3DeMjv8AdHIq6xOQVIzjCk9G/wBk/wCf61RtSBqF4STjco3jt8oq62QH3D/eUen94f5/lTEJkYHVUzjPeM/4f56U/PUNx3bHY/3h7f59ajJO7AIZsdeMOv8Aj/noacjcjb0I+TP/AKCf8/ypDLAbBOcDnp2BPf6H9DVmKUg9Tn36/j7/AP6/WqKkDGB6gZ4x6qalR/c+2evH9R09xQBuWlzjCOeD+lXq5+N9pOOMf5/z/wDrrUtboECNz9Ce3tWco31MatO/vIuUUUmazOYWiigUAFFFL9KAEpaSlzQAUUUUAc9ql6ISRnmuZuJmlcsxq9q0vmXre1Zj1sloQJFjeSaqXRxIal8wKfWqczFmLdzVCbNjSoUSxkuZcBFUuT7CubWGTUb4s2QH+dv9kdq1L6+8vRYbFD81ww3Ef3R/9fFFooSHPG5zk/TsKcVZXKpw9pK3QvKqpEscQ2xrwAKasg8wA9KEYIufaqwlJlBB4oPRXY2oxlR6D3pwOO9MgBEKKSM9TxilfrgelRc5Zu8hwYkj61p2021Rk1kKSDmrCTbME8UiXrobG4mnbWdSMkA9ar2s6yfhVzeuKZD0I4rVI1wiBR7CpWSKCIySuqqOpJxVe9vzaQZhgeeZuFVen1J7CspLeWeQTahIJ5M5EY/1afh3+pqtEKzZqR39vOpMEcjp/fxhT9Cev4UzIcnnHtSBt4wPTpUW4QvlgSKB2KOr+H11JUliZI504DMOGX0OP0rmrmyuNPmEVwmCeVYHIb6Gu6S4VRkkVn6o1rdQETgbF53d19xQK12ckucg1OjYqALtYgEHnHFOB5xRYaNGJycVYVsiqEJ5FXI+tIssxirSL3qvAORVocCkDHHH5VWmIUe9OllCDk1XY7uapIm5E7EmojkmpsZpyQlhkcD19aYrNvQriMu4VRzVqO22Z4ye5qVFEXA781Q1HxDaWDFGcyTf880GTn3PahJs6IxjT1kXWUKuWHzL39BVWW6UKWyQmOfU+wqrFdT3iB5B5aMAwQdOv61JN91sjIwTj8cUWNjnda1G4vGEUEbxQpwV6FjjvWJ9nnk5O459q6+ZUycKvDMST7LVMRKWHQfcGPetoysjlqUVKV5M58Wk2zkMQRkcdqkTTpi3Cnk966MIpQ7VAyjN+Z/wqURjze33+mPQUnUYLDxOfj0ucjPoMntWraWrQEEkEhwOPp/9erywkpjaMbB296si1YuOAD5nX8Klyb3NoUlHYqW6EKoA42Pk9q2kB2HGQMRnA+vWoIbQBQT/AHH4q5gbWxk5WMnHfnrUM1Q5VCyZwf8AWk/p/KlVQAgxxtf+dOAw5wTnzc/pSL0QcfdcYz70hDXGEb18odD9aU4Lt1B3r/Shs7DweYl7+/8AOnjG85X/AJadfbFAFe35vbgqQSSDg8A8dKmJA27Tj+43p6qfy/zioIcefOWGEynP907ev05qdurbhx0cD9GH+e3tQMaSMf3VJx/uN/n+fvRkZYt06OM9P9of5/rQQd5JG5sYIxw6+uP8/wAqQM2VAYscZRs8MPQ/5/rQIlJ+8G9Pnweo7MPp/npTw20nJweMsP0b/GoEONu0/wDXM+nqv+f6VIrH5dvflQf1U/5/lQMsxscDjHbA7dyB/Me2RVmNiDkEY9j/AJ/zj3qipAHyk7ccHPOP8QasK2Djjrjjp/nv9MikBt2lz5oCMfm/hPr7VZrCSQj/AD/n/J9617a4FwmCfnA/MetRKPVHPVp295EwpaOlHeszAKKDR+FABS0lHegBetFJS96APPLl987t6saqSHGanlPzt9aqynFdBmV5CeaqTNhSasSHrVK4bCHpTRLKyM9zeJuJIUYFbiEE5/DisWxBa7HooycVsr8oz2qpHVhVo2WJX+Q8VVsmE95GOTluSR1A/pU7MDFjj/69R6Iu+6uJTk7flz7mpex0Sdlc3c9TTSeKU0089KyOYbntTiMgGmj7wxngdac3PSqJvqWbeYLitGOXeMA1iopFWrdzu4PAoDc0SBnJGTSCPJzUifMnPpSj6VVibiABRWH4g1VrABY0EshH3V6r9fSmat4lt7S8axhkAnA+eTqEPoPf+VZIUSHeW3Fjkk9TVWtua0aXPq2RrrF7cOAZVQOOPKQZH4nNWJpbq3g8z7QZDwMsmDg5Hr1/xpklirI0sYxIoyPRhWfJNLKqLI2QucUE1I+zdh4YYAFPXluTUCA59qsRjvSIiWouxq5F2qkrYxU6y4HFIq5oI4Slab0qmshPSpVNFguSHJOTSNx2pRSMc8AfX2pgk27IEA3Bm6US3YXO0AkYHH8qgkbLFc8HioJHA+duQMsfpQdcKaiirf6s9uJpGb92mFAHGWxWHpFnJeXn2mYlhuJ59etSCKXU7lVwSm75j7mums7Nba3RVGFUNV3SVkRyc8k5bIdCgjjRcdl71Xnf5euCVHb1NXJFKkDI4bn8BVBonbA4ztTv71JsyrNkk9Tgv1706C2d5FyONy8Y9BVpLbOSQDwxP54rRitwkgxjhz+gouSkUFtj5ffBTPT3qzHbDeM5yXI/SrAX9ztGR+7X+dSKoEvT/lof5UrjsQLCojyAT+7H86nCfNnH/LQfypMAQ8/88+akON5HH+sUH8qAEVfujPUP/OlK/KQeQUU/rTkH3OoyX/nTc4j68eUCSTSAflfMP/XUZx9KQY+XJP8AGcZ96dj52Bx99e/tRjnqOknagBuDggZHyIMAe9KDyT0wznkU7aCcY7oOv40YJTI5JB/U0AQRqBPLtHzcAr/ewoyPenj+Hac8fIfUeh/z/Wo4vmacsQAZmwe6noPz/rUh+YHPAz83+y3r/n+tAxhwQuDjJyhI6H+7/n+lMz9QGP8A3w3+f8805+rbh7OB69j/AJ/pTWzk7sEgfNj+Iev+f8KAHZ4JYYBOHx/CexH+fT3qQfxZOOzex7MKhHHX5iBj/eX/AB/z3pw4xg7sDv8AxL/n/PNAFgHBzkBs/k3+BqRGwuACBjj1AHb6qf0quCBwSSAOSP4l9fwqYZyeRuBGT2z2P49KBE6sAc8A9PYf5/kfarME5RwwJBH+f8//AF6pBgoAyVA/QD/D+VSodvHTHb0/z/I+1IZ0UUomjDj8R6U+suxudjbSflPBzWpWUlZnHUjysKKTvS1JAUUUUALRSUtAHm8p+Y1TlIqzKeTVSU9a6EZFeQ8Vn3J+Q1ek5qpfRGNVJ71aJY3Th+8dsegrYAOz2HNZemqRCzZ/irUX7me9Etzuw6tBDUOVK960dOgWG246yMXP+fpWWg33KxDq5wP6mt9QFXA4xwPpWcmXVeiQMfWmA8/jSt0xTSfepMR2eTjpUgGRUSj1qdO1MzHqucGpET5s0IuanRKaBuxIjnAFU9c1QaVpE10MGUDbGD3Y9P8AH8Ktlcdq4LxlqQuL4WaNmK34bHdz1/Lp+dawV2ZyehzErtNK8rMWZzkk9ye9aVhq0tsyo+WX0Pas9RtApSobqOe9btXFFSi+aJ3+m3tteoDE/wAw7Z5FVtTsfIfzox+7Y8j0NcbbSyW9wHiYofUV12m69HdobW9ABPy7uxrGcLbHUpqrGz3KY46U8PirNzamGTbncp5VvUVVdCBUGLTTsx6zEmrEOT1NU0WrURIA5oAtqcdasI3pVRTU6tikBZydvyjLdAPembGjB6t1Y+9PhV+ZB24X61P1yMc5C8+3Wg66UbRuUGVuvUqP1NVtRiK2UoXq2I1/r/WtfapwxHcuePTpVe6iDNBGeMncaEalbTLFIQuAMlv6VolQY8f7OPzNOhUKgbpyzGkcYAAyMFR/WkLqV3TLE+8nfj0pFiG5c+qjn6Zp7BmGfUNgn3NPCncScn5mP6U7jI0XCZxj5Rx+NTjIfr/Ex5oC8AemwGnKAOcnHznNICMgbOn8KdfrTwP3n/AzzQwwpySThOPxpy5EijjmRun0oEMxiPoOIhTmx5jc9JFP6UHlMYP+qOf/ANdObHz885Q0ACffRT2dhSAZiGMcxHrT1A3g+khx+VNC/uxyfuMMf560wHZ+Y98lfypOSCfZ/wCdOxluueUyM0hUlOgOVPT3brQAvAYn0P8AJaFXbgf3ccH2X/69KVJLAFcEtj6kgZ/LNKv314+Vj/M/4DFIZWgXajhufmbcPVcnp9P89qexwTkZO3kY++vr9f8APpRES0StuyxLFT75PFBHTbkd0Pp6j/P9KAZH93bg5IHynP3l9P8AP9aj5AXYc8ZjPqP7tSNz0+UE8f7Den0qFjnP8O48/wCw4/z/AJzQAoY5XaDzzH7Hup/z/Knp1GzjPMfbB7j/AD/SouHzkbQWwf8AZf1/z/WnjB68FjyP7jjofxoAnRuRtB/vJ/7MtPUgAY5ULwPVP/rVCuWx/CWOf91xUinptHPJUeh7igRODkgEjIxz/I/QjinqQAMcDAxnsOn6cg+1QAqF7lcZ99p/wp4JDYGC2f8Ax7t+BFAy3G2Pb/P+R+VbFnP5ibGPzDp7isFH6YyQRxn8h/gfwq3bzeWwKnnrn/P+etJq6InHmVjd60UyKQSxBx36j0NPrBqxyNW0CiiigQtBpKWgDzOU8nHrVSQ1Ylbk1Uc9c10oxGwx+ddxp6tzSeIY/JaFB94oWP54q9ocHm3+/HCiqHiqXdq0iDpGqp+mT/OnH4hPYi0+MC2BAOTgmr8GCxBPfrVWzGLRB7VasoWuL5YkyAR8x9F7mh7s9KkrRRtWttDFZAlAJH53Y5xngVG6lO/y/wB4dKs3D4HHAUcfgP8A9X51U81kHOOM5HbgY/nUNXHKHMBOBkj8aFIOMfpQHj5yCuBjjufp2pSgGSpyAeSKVrGEqckP5I4qaJTgVBG2Tz0q7EBtzQjJskQYqcDAqJfWn7yTgVZm2UtZ1Iabpsk+R5h+WIerf/W615dIS7ksSxbkk9a6XxDdNqd63lcwW4Kr7nuf0rnmiy/PX0rWOhpyWjcZtC4OM4/WkZcDOMH61IkbEcZz/KiRGCg9RVXDl0GRn5hzyOasqm7cQDg9qrIvzgDrV9VIiU4+9Skx0k7M1LC9k8oW87ZUfcJ6qf8ACrfyswU9+R6ismNSGBGRz+Xar6ZYLz8y9MVk9DeceZXW5IYsN0qVExzUikOobvQKDlHDgU8GoWfaKbHMGu4rcH53bke1A1q7G1BGYYlzhl5cnH5VKMYHTIGffJpQcEgEdduP50p2k5I6tn8qk7xnlnG0egTj86iA8y9zxhTj68VMOF3E8AFzmmQjCByfmKs5x70wHHIi4/uZ9etIx+c9vn/kKewP3ev3RTCuQSPRiM/WkAxRlf8AvkdaXadnXormn4w49nH8qQ/6phj/AJZk/maAFxk9OjL/ACpCvT6Oc+lPP+sI9HH4cU0EbR2OH/nQAhGFPHZO3vT1GZByeJDn8qRsbW7/ACof1/SlxmQdRiX+lAIQAFFBA5jYUEgB+P4FPX3pUGdi8n74/WkP3DgD/Ug9fSgB3HmHpxKO/wDs0K3Ab/Zk47dacQPMIz/Gv48U0A7eo5WQ9OeT1pjHjlwQc/Mv6DP8qbHkCPjqF68dyf8AP/16UrhzkDgtyPZf/r/rQyOBjnjPU+iY/rSAVW6HHIAJxg9i3+FKnDBenPT6YH8yaaQd2Oe49/4R/jT15cMcDnP6k/4UAQoB5XPAPX254YU2TjcWGM8Pjt6N/KpI12xKDyQD79+RUEx2njk44H95aBdRrMCX3fRwO/of8/0qCQn5t/PG1x6js3+f6VIh5AHOBx/tL3FRTEjGz58DKn1X0/CgoAeG3c4G1/cdjUgI3Hd/uv7+hqFOACOgHGf4lP8AhUgwn+0FHP8AtIf8KAJlJLEN1yFfHY9j/n2p+Sc54JPPsw7/AENRKcEhjkAYY+q9jUh7hjz91v6GgRIpJwVHOdwBHQ9xUi7QOp2gcf7v+IqAEnPZicfRh/jUqseq9TlgPQ9xQImB5IPJycgdzjn8xz9amRsfMTnvn1/z1/Oqy47cDA6emeD+BqUHnpjvj09fyPP0JoA1LO58psH7h+8K1encEdiO9c6jEHH6D/P+eK1rG5DKInPH8JPb2qJRuY1YX1Rcoo70Vkc4GjtRRQB5dKeTz3qs/vU8v3j9agIzgDvxXSYnR+G7XbD5jD73NcXq832jVbqTrulbH54/pXotoFtdKZ+mxCf0ry6Vi8hY9Sc06erbFLRWNu1IMCYPUVv6RGI7SSbGDI2M+w/+vmsK1VjGgUc8AV1DKILdIl6RjH1x/wDXpPc9SPwogmbceue5A9v8T/KqrRA/LnJPyn+bU92IZicnHfPpx/Ok3EfKQD/CPr1JpFoZsbcCeMksf6UIGXaV4JO4ipiQwIB6/KPoKCc57FjgUBcYsxIG5eWbr3xU8Uy9Q+MnAz3pmwcnHHQUxosdOo6f1pmcqcZGoj/LwwrL17UTZWohj/1s+RkfwqOp/pQgMYZi2EAJJz0Hc1yV5fNf6g0rZCj5UHotOKMXRjF7mhp8fmxYxyz4/IVS1KwZG8xB8pyT7VraXGFgQ46IW/OrtxBuXaQTyF5NF9TdxTicYoYfLniiZSV29s9a23sELfd5P+NQ3NiQuQAcZ5q79TJ0+hhqnzghsYrViQtAuRzVMwlWwVOa1bJN0S5Ax7027ipxsJAAyg8c8cCrSA+4zTbeEqpXHQ1ZEWB+Hes5djaCHQ4257dKkYY6U1F5I9f6U5z+7JJoRy148sroz7i58sgnoDTfDoa81qW4P3YkOPYms/UZTg89K1/CcONOmnOQ0rYHp6VWyMqHvVEdKh+RSRg7d34mhhyVHYBRj9aAckgMDlgOD6cmkD/Nn0y3P6VmegR3RP2dwpwXOwVNj5SoJ6KvNRFd06JxhAPzqYH5snHLE/gKYCfx/wDAifwApuCI8dTtUfrSk4T/AIB/Olbljx/Go49uaQACPMGAcbz/ACqPA8rnBxF3+tPHqcggOeKQghCC3O1RwO+etADyfnI5/wBYP5U1RkID6P0+tKfv/wDbUd/ahf4Pq4PHvQA0j5GXJz5Snj607GJJDk/6xf5Cm4zEcE8wj6cU9zy/TO5D0oAE++nX/WMP50gX92PTymFKATIB/wBNT/KheIwBjiNsfXNAxw4fkHO5KQFtnQgbT+rU8ffHA++nb2puMRgkdF44/wBqgQ5iQrk5Aw/bPcCh8Evzklm6d+RQwwWx1w4H86cxJ345zu6n6Ef1oGHDOCCxBbsP9o/4U1VKhSORjr68CpAAXyOgOc/jn+tCqBgZ6Y/p/hQBGc5bOep7VSuztQnpg5J/un1+lXufMZfZSD68f/WqhqPy27sBnigXUqWs2+QLkAk9v4T/APXqe4ztHbJyP9lu4/Gsa0lCzsGPyn7w9q2JstCT+DHHX0amMijIyNoxzlR79xUgONpTt8yfTuKrpkkrnr19j2NTDuR8pJyM9mHb8aBj1bBGOQORnuvcVOflXnoOM5/hPT8qorJ+9yvbLL/UVcbCp1yv81P+FIQ5STwT/sE+/Y1KpJJ7Z/Rh/jVdT1DHnhXP8jUikngnBPytjs3Y0AWVOSMAY5OP5inocEDOcY5/kf6VCrZb0yfyapAe4BIOcDv7imSTq2Qe317f/q6H2xVhHPTuPX/P+fxqqpA756c+ueh/HoakVsD29/8AP4flSGb9tcCePBP7xRz/ALQ9amxWHFK0bqykgg5FbMUyzJuXA9R6Gs5rqc1SFtVsPBooorMyPK5T8zZ9ajgO67iU/wB6nTH5j9agt3xfRHP8QrqMTsdVl8jw3csOvlkD8eK8y/jGfXtXoniI48LTY9F/nXnUTZmUe9OnsKWsrHUaRH5tzEp6A7j9BzW9O+Mk9hn/AD+lZGgpunL9kQ8+54rTmZd3Tj/J/pU9T1UV3UbsMcqD+g6/rUfIGcZIBb8T0pWyRjPUBfz5NLwzA9i2T9B/9ekihvKgjk7QFH1qRWCsc5IXj6n/ADimr23DtvI9zU6Koxv5A5P1/wA5piBWTgenp6047QMZ4A70v2dW/wA9CetKsBxweMZzmgRi6/dtDZLCG/1xOcdwOv64rmYw3mf/AFqv67dpeaiRFzDEoRWHf1NUoAZLhF5wSAatbGTd3c6awXCAHjJVSPTuavuc/OByCzf0FVbIARg5JxuY5HpViRcjAJHyhc/U1JsVgn7wAj0B/Dk1I8AeL32g8+9IO788hmx+lXYwM7Tz8wXk+goA5+e0UPgjkHmnW8YXA9K1bmAOm9fQmqUaYk56+tDYkhoG1s9M+lSK/rz9f1qaaDaoYH+Lbz+YqNlOCelIpCoeecZ68+opl3hEYDgEZFICVOfTvRfjdYl1PMZ5/wB0/wD16EYYiF4X7HMXDGQyYGa7HRIPI0i0iK/w7j9ev9a44Rs9zHEM5dwPw713URAjAXPCDA69e3+fermYYSO8ifccZzk43Z9zTcDdjAx93n2oOS3DAjcOnoOtRMzCPnhmH6k1mdpLHg/vDggkvj2HAp5GAcfeC/jk0pVVDKOAMLS7stgZGX7HpigQbedo6bgowPTmlAOUOD1Zuv8AnikBJKkj1ajouPRO3qaAE2/IR/0zxT2U/OQByVHP1oP8Y7fKP8/nSnq3IPzr3+lMAH3/APtr6deKResfHdx9eaMZYYx/rT/I0q5zHkY+Zs49aQIb1TgD/VHFK/Rzzkop/I0iLxHnOPLIOfwp3VRxwYuxoAUn52Po6nH4UqoTgDn76/nStkhm65Cn680pwrgkEYfr7EUwEBLAFgD9xjxQo/h4xyhxzjuKAoYBcdQUweelKDlRgHJVegz/AJ6UgF/2m6/e6dx1py7UOBjjgc+hGP5mmNuOcnHXgdv84qMrknI596AJt4Ax14o35bj8eaqSsEBJNZt3LduQLSRlOecoCKdg1NrcNwHAYjoe9Q3UXnQunOcY561JoOm3t3DcfbrhNyYwAnBz0z6dO1S3NtLbOUlU+x65+h70upKkr2OFR2jvtrAjBIIxXSQnzbYY544yeo7isjxBZ+VMt7F0Jw3uav6XMJYF5JU849PeqY4vdEedrFQcj39KmLYRsnnoT79jTblSkxPHPP8An61BJIQhHOMY/CkVcSKXNzgH5s569+9akpCxhl5UDOB3U9RWLZKTcjjnPGT3rYncKBtzx8y47juKBIjDAEg8hRg+6noamQ8kE/7Le47GqqYGGXkDnp1U9anQhAMndtGDnqVoGWVIx855yA3sexqZWJ68En8m9aqhsHBOcDn3X1qYMATk5IGG9SOxpCJwf9n14/mKkDY6H05PT2P9DUKknqee59+zU8E56ZPp79x+NMCwrc98e5/z7D8jVy2nMTgjp0I9aoK2RwQemCe/p+fQ1Kre559f8/5x71NgaudAjq6Bl5Bp1Zlpc+WQrfdPX/GtMcjI6VlJWZyTjys8lnb5j9aqwsRfQjPVxU9y3J+tQ6Ygm1aEehzXT0OTqdZ4hYf8I1Ov+xmvOLU5u0+ua7rxXceTpDxg8sAv51wtiM3nHYH8adP4R7zR3eiALYyPjlm2j8B/9eppurD6j+Qp9mqpp1sqngoDn1J61G5yw/D+prM9VEfO7P8ACGLD6AYFNIO3nrtA/Enn+lGMrjjJUD8zS4y+eg3E/gKZQ4HLHP8AE36CrMWCOTncf5VTBIUHnhSfxJqeIHOAeVXHNAmXAVGOeck1n6sstzp8kMDFSyk8fxY5Iq2ISpPPtzTinzL7HPNCEefQqCQCSOMc+tWbRAtyB3zxUtzD5V/cxKBtEjAelSW0eXzz3q+hlbU3LbPlbT/cAx9TVhyGfOeNxP5Cq8PG3H94cj2FSqSYhkY+UZ5zyTzUGyFRMjnqQo/qasRnvj+81RrgsuBxvJ/IU9f9VwRny+596QMJB8rD/ZUfrVTysSMdvHOPzq+fvHnq4/lUBTjjoVb+dMAkTfDLnqpDDHtj/wCvUIiDL6c4/PpVpBy6k9dv61HEp8srjkLzn1FAFF4yMHH1/CpbdVcGOQZRsowPoasTxAlmHs359aqqNkmDnHQn+VAbqzOdsbZl1vy2PMBYEn1zgV1qsN3PBLZP0X/64qv9jhjl+2oCHkbMvPGQMD6d6enMQxz8gGAc8tTk7mdGnyRsSggoOMZXj0+Y5p2A8yryPmyc+1NjIyXB7k4HfHAp6KVmY4OFGM1JoSrg7T6kmgEBQe20tTTwo9o6R84OPQD0oESE4Uj0UDj3pxPLe7BajPO7gcsBz+FO6t9XoEPByzZ7yUE/MOP+Wh/KmjqO4Mp/rQPvLwP9ae/1oGOUg7f+uhP86E/5Z4P8Tf1oUjC8/wDLRh/OgDG0/wDTQ9vrQCCI4EWM4G4fr/8AWp0eMxcdiP8AP5Ug4x7SEce+aBnII/hkPf1z/jTAVSSi88mP170pOdxz/CrULwR/suQB7GlTGFXtytADgcSewkH6ilBIA9Aozz2HB/Q00fMvTkp+opxKlsEDaWzyOzDFJjQ4AAYY5I4P16f5+tJIoAyKVcnHTJx+fT+YFDYdcjpjPH5/5+lAFV4vMboSM1PHEsY3sBtH+cVJGnzYx+P+fp+tI48xjknYgOB6+9AGpoke2ykm53TzFz9AAoH6VoSRJMhSRQynsaiso/Ks4U9F/nzU9YN63OKT1bMHVPDv2uCRIGUhh9x/84Ncva6Re6RcPDPbyRoxLJIOgPp9K9Go9u3pVqo7WZUarW55tdyjzscYI4x0PuKiK7l6itzxNowhf7TbptikPzqBwrf0zWHbZlyh6gdjmtE76nTFqSugsY8zgnj39DVq7kPm4HB6/Q0tsgV2OAPVT3qrO5eQtk/WmMmjbpjjuuf1FSq3A2npyvuO4qqjHH93P44NTIc8jgnkY7EdRQBZRsEY6gZX3U9RU6nA4yQoyvuvpVVG5yvX7y/XuKkjfGNn+8g/mKBlxTgc84H5rUg9z6An+Rqupx93kD5h9PSplIHB6AfmKCWTAkdvXj+Y/rUob8c9D6//AK/5iq4JJ5JznGfT0NPDZHTj0/mPw60AWFfuD/n/AD/WtSyuQcRsfoaxt2T79M+p/wDr/wA6ljfkMDUtXFKKkrM8/u25P1qvpdysGrxM3QnFPvG+ZuO5rHkkKOHB5BzWqWh5TZ0Hi++Evkxhh8x3flXP6a4M0gPXA/nUV/eNdSIT/CuKl0FVm1ERkZ3OgI/4FVpWiFN3qI9AsI5INJhWTIbBIB7A9P50kvG4jtux7dqtyHeM+p/rVRuSOOu0fqTWB66G5w+P9r+QpP4OAc7OPqaaTlCfVWP5mndGI/2wv5CmUK38Y91AoEhVjjP3sUq4Yj3Yk0+NRlCfds0gJY7ktjI71IJSxGB1qFEztUDAH9aW4uEs7SSdh9xN31OeB+Zpks5W6YrqFz3Ilbj8SatWyj8c1n22+WYu33mO4n9a14Fxj9TVMlLUtx/dOOfvEGrCnLAc43DH4CoI1+XHfAH9asKf4v8AeapLHL9zOQMIW6+tSlR8w9Cq/wBaYFwCOeFUcinnqf8AfFIBf4gR3k9KjGCB7q1SDBI/66EfzpqgbkOcYLDFMQdmOf8Almp6elA+S4PH8R/XmlXLBBngoVyKHPKnHJQc+pBpAOwCq59ChNVJIyQCfvEfqKuhThseoYU2RAMn+6wP4GgEyGNTNDNDwN65XIz/AJ/+vVTzVLlwRkkt17AYFXEBilUY4Riv9f8ACqlwpjvXjAKoMFcHoOvHtzTGSRt8oUdBgdfTmp1BCMe5TPHvmowriMDoTxxjqetWWPLdTkgUgYNn5+cjgcmkzlmx/fGKMgk4Octj/P5UgPI54Lnt9aBDh1Hr5n+NKD06j94f60xedvJzvP8AWgH7mT/Ef60ASLztI/56E9frS5PHBJ809/rUa5whIP3yf50vYH/pqc+/WgCQZGOf+Wp/XP8AjQSMMfRx+uP8ajLcNxyJAfwyKVsATdccN+n/ANagCQ4xIT2YH69KVsfvBjphv8/lTWPzOMnlef1pw+cjn7yf5/nTEKwAL9RjDZ7/AOeKUnG84zgg/wCf1pqfNsGQdyYz/n60feA5GXTHXPI//XQMkGAw44EnQ+4o6R4HXaQMeqmm5yGcd1DDHtTxjf1+Xf8A+hCkMUkDdj3x+I3Cnnk5ycZ7fX/BqjQ42E54C/odp/nT1OFAJ7frgj/2WkMlTGz6ilhi3sQOCxApqckjHGauWQzcRcdWz+XP9KCZOyuax44HQUUlLWBwhQKMUUAMmijniaKVdyMMEVz03hXE4ltrjjOdsn+NdJRTTa2LjNx2OCvY3tZpYnUqQeQf88VSaIuuev8AWup8S6c8oW7jRmIG1tvX2NY9rC08DDYSV64Ga3TurnTGScbmQQc4zx06fkacsvboT/OrFzFsY/jVFRvk56ZwT/KmMvR5dcgcn5hz0I7VKGxynX76gfqKgZwq7c4z1HoaFfPIIGeR9e9Mdy8kv93oPmX6dxU+8KOOi8j/AHTVKJ/7v+8v9RUkk3lqNvX7yj1HcUrAXUIPuO/uPWpS2SATz6571RtHBQNngfdJ9D2qQMxPHU8fiKBFrfjjt/T/AOtTw/OOvXp3/wA9fwqAZ6k9T/kVIOoAGaAR57ethm+prInfnitG8b52+prJlPNaxPHbK7tV/wAPSbNXRueHQ8f71ZcjVs+DFD63I5xiKIvz65AH86uXwsdD+Kj0RW2syHOAf/1fyqFvlPuP6LT7k7W3f3v5momIZTjuDz9TiuY9lCY7f7o/rQG5DEk8s39KXPz9ONzHH0FNx8np+7H60IY5TtAz1CVMox07KBUJGCw9wo9qkB+Y47vj36UxFhcBun8Q/lWT4oYDQ3ycHzFwc+9aitnGfUmsLxXMF0+OHPLSj9M04bmdX4GZ+lfvIwTgnpkVtxR8e5/rWTpcZWBffp71uQsMgE4OSfrih7lRXuocgGc9MEn8qkAwpB4+QD86TZtBHX5cfnT84LfVRn0pFWH5G5vdlH8uaceDz08z29KZyc8HO8f0pf73/XTtSEKD93B/5aH+tIDjZznDsP50Zwen/LSmltoOc/LJn8//ANdMY5GAMfPOSKF5jQn+ElT+PH9KhdiM8n5WyD7H/wDXSbyFkQ8AjcMf5+tAWLauHC8/eTbSn94vXl4/1H/66zUuMHn76nJH86lW8QFefunPXsaAsXHAKsyc7lDj6jr/AEptwis0UpAK4wT7dqhS6Vdvopwfof8AIp0jJLaSR79pXoRz05/lSEKp3TKpxwMn6mpAc7ffLUyP5YnbufX1/wAkUruAWIPKpQDFGWKZxk5b/P50xOTFzwct/n86XdhhnslIh2mM+i/4UDBDkRfiaVMYjwe5pkbf6kf7J/pTkb/V9B14oCwq/dT/AHj/AFo3fKMZ/wBbj9TTM5WLHI3EH9aARgnP/LX696YiTOEl9Qwx+lPYZMq9mTj9ajZuJuD2OPw/+tUgbdL35X+tIBynLp3yv+FKjYER54yP/r/pUSHiJhg5HH5CnL8qr7OR1+tAEisVEYPZiOPxpwJDR/7xX+f+FRjIB65En+f508nHT/np3/z70wBRlUUnIwyH3p4bKlvVFbp70xR8y55xIw/nQOIwCefLYflSGiUn7w4z8/8AjTxw544ye3uD/WmYyxGerdPqtKGPXPbPH0B/pSAmTnArQsh/pcY9FY/pVCM/MBmr1kw+3Jn+IFR+RoIn8LNOiiisDjAUUcGigBaOKKSgYtKrMowCR9DTaKBHE62i/apiihRvOABx1rMRUhUk8tjGMfzrpPENrifegxvGT9e9c40JGcg4/pXQndHZB3iU5ZTzt6HiiMuzDdxng+xpZykfUE/WqMmo7flUDng+4q1qK9tzYEojUep/Q/8A16hE5uZMIcj7w/rWQsj3Jwx7dvatK0KW+WXr98Dufaiw7tuxuRBY02/w9SPY1Ju7Hr/MetZyXRlOIBvYHC45HPYmnfZL6UjmJVBOAHP+FIouPeRxtjdubGQAMk0zzzL6onXG4LxUS6ffR4CrZsF9c5J/KpY4b+AAC3tcA9FXAOaQWOBu2+Z/qay5G61evG+ZvqazZTxW0TxZFeU/KTWz4Nbbq84J5aA4PpgisGY8Vu+DYmk1iV9uUjgYsfyx+dVJe6x0P4sT0d8Pbq3oP6cVVUFX2nj7o/qaktnJjaJiDkYP1pJAQxOP4mP4dK5j2kNJyue+w/qaccFyAf4gKZgkY9kH+NOB5BPXexz+lAx68kDvuJpydV9OWNRAkKD1whP51KowMA9FApgTL2BHYcH3rlfEsvmXkEPYc/jXUn5R24Pf6Vxt632nW0OQfp6VUe5lUV1Y1rWLbGo+nNXFz174/rUUKAKOlWByvPoM1JqWEYNlT/eAqUr3/wCmgqt3I/2qlR8ABuz0EjjwCcc+YKCfv8/xg9PpTiQQ3+8P6U1x8so9h/L/AOtQMRiQJBwOQ38v8Ka+S7qAclcj+X+FSHBlYZ+8v+P+NC/8siccjB/z+FAiu2SwOOHXFQM7gBucrwfetAKpRRgcNjH4mmsi7X4HBB/lQMxpUkZsocEDG4jOB6U0W0xOGkY4PbgVsyIoEgwOMUjoAXGAMYI/z+FAGalrjhuRnBySatQjyiCoAO7BIFSuq/P07Gmuv3sdgD/n8qAHlsq3T736ZFDMSJPp09OKiIbLDsRn8f8AIp2ck/7SdB+NAEpc5bpkr2/GkVssmP7uB9eKjBzt9CuTQjcoeeR/hQBIjZ8vB4x/hSKTiPB7GmL/AMs/T/P+FA6Lz0Y/1oAcDjAB6SH+ZpxJ2uc5+cH9RTMgAdP9Z/WlLYEv+8D/ACoAkbOZ+f4f6GpFP71CO44/OoXOWmHqn/xVPU/PEf8AYx/KgByMAkPTPP8AKn7sgf8AXT+tQxn5IB9f5GpQcg8j/Wf1pAPzjdkfxjH6U8nG/wD3l7fSoieHwf4lz7dKfz8+P7yn+VAh+Tn6SA/5/OnKcbcn+/TM4LZHG8fyFPGN3QdXNA0PQ/MvuU4A6fKaVSSi8HkDv1+WmRnDLzyNn/oJpUGdoHIwB6dl/wA/hSGWYsBs8fhVq33G8iK9jmqiHJGM5xWjpybpS3YLmh7ETdkzSoNBpKwOIWiiigAooooAWkoooAiubeK6hMcqkqehBwR7g1xesaRdaa+UlMtux+VyOR7N713NNdFkUo6hkPBBGQaqMrFwm4nlM6yMct2/Wsi4UK5BHH/1673xDZxxTCCzXDsNzcfd/Gufh0yOJ8t8zDnc3NdCaaN7c2qMm2t7mRh5agLnIduMfh3ratNLQ4aZvMYE4HRQT7VajiA7DPSr0UYGMH2H9TQ2WlYdDGkahUUADgYH61ZXAHrjimKBjj6CpBgfhxSBjxgfQVIvGM/WowPXtTwcdfqaAPILs/vWHvWfIau3h/eN9TWdI1bxPFkV5j8wr0PwXZC20fzCP3lw29uO3RR/n1rzmQ5JPoK9Y0pTDZww4PyxKBn6ClVfunTgo3m5dh43QzYPrjPqTVh2DqSO4wPxNFwitl17DI/GokwGC9twH5DNYHpof/GPQv8AyFIB8nvsJ/E0HOM56qT+dAHY+qrTGOIzkDjotSpyT7tjFRJ8zD0LE/lUsZxtJx3agQl0222c+uevvxXJwkNrTDHRT+HNdPfDFuB6Y6Vytk2/WpSOm3r+NUtmZTeqOijHyDj2p4bjk9h3pUGEH+e//wBekZSMgehqTYl3fMev3hTyRgnuGHaoR0bkdARUhOdwHccUxD9xCv7EHgVJuyzg91x/Oohgt/vDH+fzpFbiM4zxg/z/AKUgJkPzRtnjbj8eKAflTno2P51ErFQpx91sf0/wpzH5X55ByP50APL4EmT91gefwpH/AOWgAxwD+P8AkU05LSADqvp/n2oBBI9GXt/n3oAV2DM/qyf4/wCNI3zH13J/n+dIjf6tuxGMU0HiM9+V/wA/lQAvDEf7Sf5/nTRyVPHK4P8An8aQcBD6EjmgfKFzzhiKAAZO3J6jtSL/AAZ9CKUc7TzwxH86TkYHYPQAi8BOOmRQMAKewJH+fypQMZ74fn/P40MMZ9mzjHrQAnp7MQOfrS5BAyOj8f5/GkbGD7OCaGGA2fUf0pgHZuf4xjP1FOY5WXtwD+lIcgSfgen0ofI83n+Dr+BpCHknzXHP3Py5NPQ/NF2yvf8ACotx83rj930/GljJ/cYzynftwKCh4OFi4/iI/nUgYYJHP73096gUZjiI6bj2+tSDv/10/rSAlJyJP95f/ZaeTjf16r/Soyc+YM8b1H8qcTjf9V/pQIlz8x95B/If4UZGM9R+8amg5cdP9b2+lC/6vHXKN+poBEhOM9cD+if/AF6lAA4JOR6/h/8AE1ESCx4wCTzn1IH9Kehzz6jkf5+tAFhOgH6CtmxjKQ72/jHH0rGiGWAFblpIJIMDH7s7KiWxjVvyk5oFFFZHMLRSfhS0AGaKKM0AFFGc0UAFFFBOMk8CgDB1qBYpzPn5pgPwxxXNzSorHLKv1OKsazqF1rF6Y7MmO2i+XzTwWweaoQ6NCpPmbn9S5rojojrgnyq5MkiZJEyfdyDzV+Mhh8ssZ49egqNLOAD7ij146D0qdbaMZwg55NMokUOOQuRjjHNPBHp0pixYJIJDH+VPBcHoCOwoAkAwOuR1NOA557cnimqVI7jH86kAx15x+poBI8Zuz87/AFrMkbrzWhdH52+prMlPJroieJLcLaPz7uGLn95Iq/mRXrB+S5JHAx+Q7CvNfD9rJda9aJH/AASCRj6AHJr0iY4jDgH5CQAf0qKu6R34FaNl0HcAvof0/wAiq7AD5v8AZZvzojkG3PsR9QB/9ensAwI6dF/rWR3DeOR/urSgfMD7sT+HSk/iGf7xP5U0NhB7Jn8zQMeoIXPon86nA5bjoAoqHpuB/vBePzqaPlunVifyoEVtRP7sjn1/KuU0/jV39x6e9dRqRJiGBz/9euWhOzVUYnGTg1cdjGe6Z1cfK8/57UHqM+oJ/Himw/cGKlOO/APH51BsMAPH4inL/Dk8dDSE568Ej9RR1zjuNw+tFxjx0HscZ/z+FHQMM42nP4f5zSfeJxkBhxTgc4PZhg/5/OgkR/41Gc43f5/KlHJHo6/r/k0inARieQdppTgLzzsP6UDAOf3bf8BI9/8AIpBkBf8AZbHpgf5xTSPvjHow9/8AOKeE3bgMgMP8/wBKAGngH/ZbJ+n+TSH5QxI5BDf5/WnfeI9HXBz/AJ96QHcVz/ECD7H/ADmgAfjf2KkN9P8APND4Af2IYUoIO3J6jacUgIOzOeQVINACN/H/AN9Chv4segYf5/ChSTsyMAgqf8/nQvIUn0K0ADZJf0xn/P5UNk7znnANCg5X3BU0DkIeehXrQAP91+/GeKRv4888A0AZ2ZJzgrQo3bRxyCtFwFZf9YMdV/xoJ+duvMfahfm2ZzllxQnVM9SuOv0oAcjfPH7p/hQh2+T1HB/pSJjMXpgjr9KRBhYfxH/1qBjlJ2R4/vHp+NOBxx0Hmf1piDIj6fePf608c7f+uhx+tICXqG46uP6U/uRjrIAPwH/1qhU524zzIf606N8BTnI+Z/14oESqeQefvMacg5UE9Ng6enzVEMnC55wF/E8n9KkX5s9eeePf/wCsKAHKpCgd8fTsf6mpwAPpUQG7k9/8/wCP5VKPl5x+VAmyXf5YAXljx9KuaddeU7K/3WI59KzNxJqRWK9T+B7UNaEtXVjqOvSiqunSmWzUkYwSB+FWq52rM5GrOwUdKKKBC0CijNAwo6UUUCDNUtXbGlzDcV3AISOoBPP6VdrnNd1k7jY2UZmlVv3pAyqEDgZ9etVFXZUFeSMuWSOFBGMRKowEHXFMjlh3/wCtYHOOU4PtVZBqHeCNc4zkfnVuK6cEC4ttuScOg6D1rc7LFlQ+MqUkHcjuakUj+IY9ahQKwDwMpGPl7U/zivEqHA7+tAibB5zwfftTgD1xyelMVkbjPPepNpIye/6CgAAzjH0H9aeoyBg/Q/zNN9c8f0FPGSeQP89qQzxS8Pzt9TWVIefetO7+831NZ8ED3d7FbxfflcKv4muqOx4b1Z23gjTfKs5dRkHzzHZH7KOp/E/yrpwB9qdG5DjPPr2H60W8CWlpFbxjEcShR9BSSjCLIv8ABnPue1c8nd3PZpQ5IKIzy9jFCeOAD9etPVjuB/2mJqR8EKc55LY+lR4+XjsmPxNI0QdFyOyfzpSMkjtlV4pcZJHuBSdwT0ySaAHKQWB9y1PQ/KCf7ufzqID5T1yE/nUo6tj2HFAEN+P3BI7Y/lXH3IKTeaMDbhs+tdldLvhcD3/lXKX8fyvuHbqaqJlUWh0No4khRgcgirBGcnPHT/P41k6HPutxGTkoMGtn2xkf5/z+FSzSLurkZB6gc9ce/ejocjoPmH07085zxyf6/wD1xTOQRgZxyPp3FBTHZwG9juH0pW7gdfvD/P8AnrTR045C9PcU4DHA5I5HuKBBgMSAfvDI+v8AnFAOSp5wwwf8/nTsfLwc5+Zab94nBwGGQfQ0AJnaFJzkHaaM4A6/If0pSd+M9HGD9f8AP8qTqQT3+VvrQAHK59VOR9DSNn5++Du/z+tCjO3dzxsagHBXPTlDzQMGz8/fBDf5/Wg5w3+yQ3+f1pAc4ycnlD70DJK5Oc5U0AKcLuOOFIb/AD+tB+Td7EGkGTtyeoKH/P50BixAP8SlT9R/k0CFYlc98MDxSEEE5/hbP50o+bHq64J9xRnd9WT9RQAYAP8Aut+h/wD10YwR/svj8DRkncR/EuR+FKxPzkegcf40AIBgrz0Yj/P6UqjhO+GIpGyN56YIalwQSM9JAfz/AP10DFjGNg7hiKanHldPvN7U4AdMniQj86RBhk56O1Jggj6RcYwx/rSoceX36n/P501SQqHGMITSgHZjkkRgfnQxjgdqAgZ2rnH1p2R90njAQ/hyTSFSC2RwCfyA6fnSYYZzyfX+f68UCHiQE4zgtz+J6fkKmR1ZuMYPY+5H9BVVxuPHX/Goyrk4FAWNeORNoJwT1/TP9KkYr6jFZAWQfNn/AD/kVKPMJwT/AJ/z/OgVi80iqflIz6/5/wA80kBFxdRQjI8xwpYdh61VERJGcnOOfyqzaFYLuCRyQI2DN/u9/wAqCXsdZHGkUaxoMKowBTqP5UVznEFFFFABRRRQAUUUyaaK3haaaRY40GWdjgAULUCK/uTaWUkwKhgMKWOACelcO1zAWwbsjnoowKvazrS6pIsFvaNNaxnO51IDH1x/KqUTRICJNPReMnCdCa3jGyOqlCyuyxBIj7fLvAcseGHWrahymW2sCOSpqosFhICBiNgMc8YpTY3EJ3Wsv+6pOQKo0LRiGcrlSe2OlOVsgK4yOgqsl7NHlbiEkAYyP4vpVlJoZe4Bxn6UCDyUPK/l6mlVZEPDE+o9TUgj6bDx29qcAf8AA+1AAkpY4Zff61MiA4IORTFXJ6da07O22qJX7/dH9alu2opSUVdnz7fcM31NaPgqx+0aq924yluMA/7R/wDrZrO1Dh2+prsvB1t5OhRyEczO0h+nQfyrobtE8zDw5qqv0OgJ7+3+f1pvCnHbPr6c05iAcnp3/D/69MIO0g9SAD+PWsT1hBwu3ttA/M07HJ6csB+VN6nju2acOoJ7AtQAq4yPdiaZk7eOuz+dKeFPsv8AOlbqR7qtAARyR1+YCnpjI7jcf0pq9QT03E0qZ2L/ALpNADn+aM98qTXO6hDmR8Dr0ya6Pb2+grL1GDILAU0yZIwrOY2l8DyVPD/411qfOikenWuTuY8jIWtnR7koht5CDtxt55xinIiLtoabKMYPT0pnPHODnOR2P+BqwR3BqNkqDYYOMYH+7/UUAnPyHryn9Qf8/wAqCeufx9f/ANYpDwTkgEnkjsexoGPJzwvf5lz29qacnp3+YZ9e4puc+2T+Tf8A16OTyOp5HsR1FMQpO48fxfMPrRnOQP4uV57008jK9/mUfzFO4GSD/tD+tABncTtz8w3DjuKDznH8Yyv1/wA4pCcbjzwd4wexoJwTj+E5/A0CDrn/AGgGA9xQTkEg8EBx/n/PWjG0nH8LZ69jSgbMAdFfH1B/yKBgf4scnhxmh8AnGeGDD6f5zQOCoP8AC2z8KB/CM9ihoAThcnHRg3507OD1xtfn6GkyGA/2kx+IpCC27r8yA/lQA5eCg/usV/ClUAlFPOQyU1jgOR6B6Viclh0DBvwPFAhANyck8xkfiKVjkOQeqBh+FH3Tz/C/P0NIOCoI6ZQ5/SgYr/KXOed6v/Q04DD/AO7L+WR/9eoxkoB3KFfqRUytuyQRgqGH1H+RSAjCkIo9FcD86A4AJP8AdWrIjBYjtvz+Df8A16geEhTjps/UGgLlggMWwMnLc/gD/SlMYD5HAHP05z/WoY32SYP/AD0HH4dKsRsCoz02j8R0oERGMjAzz0z+BH86MDaePf8AkasbS3B4Pv69P54pCo4wB06D+X/oX5UARBecEZ//AFkf1FPRCccYOO/+fUU4IO+SO/0xj+WD+FOK4zlsdefT1/XB/GgAHIIxx/Mf/q/lSBh1zk8HPr7/AI0pB6YP0H8h9OooHJGMHPPHTnv9DQKx0elyGSwQHOU+Tn0HT/PtVysnRZBtkiz1AYfhWtWM1ZnJUVpBRRRUkBRRRQAVzGsyxXt6EluF+zQ/djGeW7k+vpW5f3sdnENxO+TIQAZP1rlZbWGWTeZMY5wR+laU11NqUdeZk3lsAQjpx0CnpUio+eRnHT/Goo7ZBtHmdOaXyZ48NFLuHXae5rU3HtbxSD5kBwfzNMEUkJOxyRn5s/yFPS4O7Ei4fHPtU4KNjH4UARiRW4deT+lNazRxlenGCP51KYlYEYyO/vTBvgY88dM/0FAEaJLGD8xY+p6n/CrEcrdGHf8ASpAQ4zjnuP6VNbW3nSBB+Le3rSHsWrK3WUeY4+RTjH94+laOc0ihUVUQYRRgClxWMpXOOcuZ3Pm7UyQ7Y9TXpelwC2023h6bIlB+oH+NcHcW4kkIPeQD9a9GjAC/Tiuqb0RODXvSY1h27dPy60zJ6kY4LH8elPcenBIx+dJw5x03H9BUHeJjAI7gY/E0N0YZPZaUH5h15bNIP4T6ksaAF/iI9WA/KgYypz3LUg4APoC1GMJgdlxQApAVeeyU7+90PAFITywPqBS9z7tQA/PPHqKhnj8yLnripRxj0yTQQMYPTAFAHNyr85XGaYw+zSw3AO0Z2n8Ku3aYm3YxjpVzR9OivOZlykEofb13HHAPtVcytqYy01NR7V4YFk3blIBYYxtyKgJJPStsgNkNyGHI9ax7iAwTGMkkdQfUVlGVwo1HLRkJyPUfSmEZ7Zx29fUf4VKQetMJ6859v8/nVG4zGe/HTPt2NBBx3DdfowoJyc4B+nf/AD1oGPbnjd/I0DYZ6lT/ALY4/MUmceuF5H+6aN3AOP8AaAz37ijgYz0H/oJoEKBt6/wnH4GlGARkdDsP07Uh4AB5/hJ/lSAFvQFhjjnkUAOz0B7jaaM7sZJyy4JHqKaTkE+oD4x6U4kbjjsQwyaYCMSwJ6blDfiP8ilbksR6B6X7rcY+V8fgaQbQQCc4JQ/TtQApIBJzjbICCPelGVK46K5HTsaao3jBI+ZSh+opcFgeMF1zz6igBV4CDqBlMf5+lIq5CDplSn4j/JoO7DFf4gJB9RSnA3FTnpIv9f8APvQAgDOOwLJ+opXw28juA4peAxxztbcPof8AJpcbSB2VsfUNQIjYBDnsrZ/A0qNs2A4ypKGjadqgk8Axn+hqNgW55BP8x1oGXYW3KgPUqUz7jp/I1PhGAc9CM/geD+uKykmwcngZDD6VoRSj5geitz/un/8AX+lIXmK8eAT3GCT7qeaUIFO3oCzD8+al4wO5Bx9Tj+opNmOmSex9cdPz6fhQAiHeODwQDx78fzAp4BY579f8/j/Oo8Dpj5ScZx0DdP14p+4uvJxnse3Y/kaAFAAxzg5+Ufy/qKM8jHQng/y/PkUh9+PX25/of500tktkHGDn+v4g80AKcdcsBjP4f4ijpnPQZyAPz/xoBbceRuz/AOPY/qKRvuZB+XHH0/zkUCLlncm3uEdcZBwc9+xretrtLneo+V4zhlzyM9D9DXIRyjgE9PX+dPvrpraaK9tWHnxcNgA7lPY/j/OlKNzOdNS9Ts6KqabqEWpWgnjBUjh0I5U/4VarBqzOVqz1FqOeeO2heWVtqKMk1JWLrN2u9bbrjlvr/n+dOKuyox5nYzru5bUZvMMmxB0QDt7nvTFgVRjr3NKqKxDK2e+KeI+Px5963OtJJWQgiTHU88n3p4Ug9f8AAUBDzg4Pf2pNpI6fQUwJPlkA3Ae3vQYec559fQVCQ6g5P4/4ULK6nBGAO2f5mgCdVZQMcensKUg7SDkYHHt/9eo0n3dcn8Ov+AqdXDEHv1pDEjjIYAcD2rZtIhHFuxy/8qp21u0h4GFHU+laYAAAHQVE3pYwqy0shaKSlxWRgeEyrgkgdGruYW3ID6iuPlCqZQxAO6ur05xJZQuP7gz+FdT2Kwr1aJ3GTn3JqJeMeqr/ADqZxkfgBUZ5JHq38qk7RCMKeei4oI6/TFGQends0enuc0wBh94Y9BRnk+7AUoOcZ7nNIDnB7YLUAKDnb7sTSj+Ekeppo4A9lzS9u/C4oAXt+FOxR1B/AU7HFAGZeKPMz61p6B8sc68ckGqF4p3D681paThDtPVlJ+oGKmWxlV+FmqOtNurb7TB8ozInK+/qKcODUsZIII4xWKdmcibTujnz09qaRV+/t/LuCyD5JPmA/mKpspFbHfGSkrohODxjH07Uxl9sZHIz27/41KRx/nH+f8aYeCBjj+vb/CmWMGc+rZ/Uf4ikJGOOV9/7ppRz9046Y/p/hSFQee3cex6/lQAuD0J5Ix+I6GlySuRxkbh9R1ppB6dCeM+46UDgbuePm/PqKYh5GDkHgEHHsaMAEA4xyh+h6UmABtOcZ2n6HpSgE8HqRg/UUgDDMAMdRt+hFLy3PdhuH1FHUZ9RuH1FLkDJB4B3j6HrQAHOGYccBx/WjIBY/wB1g457Hr/WlAA4wPlbH4GkA27VPQExkH07UwHfd9tj9PY0ijawB52tt49D0/pQo4UE8sDG34dKUZcYPV1wf94UAwC4Kg9OYz7j/P8AOnIu7aCQdylD7kdP60n3lYqOWXcPqP8AIpSQQSDwcSD+tIBT84H95kyPqKa6k7mHPRx/WpRhckfwkN+B604IB8p/hYqfof8AIoAovHg4xwrdf9k02NmU7WyOCmauvECuOrEFfxFVZEbkgYJAfp370AW4ZwzYzyygj2Iq0rhlDdiN3Hp3/LrWNuKNkcANuH0NXbe42lQegbGPUH/IoEy+VyOQO+cH8/6GmEdc84+8P0b9MGlSQtxnnO3n1HT8xTgAQCORxj+n9RQIjOe/J5/Ejg/mOaMkHHU+46kf4in4HVeemM854yP0yKYeAAG5OACfzU/0oGN4K/L3GFPqO35Hin/eTOetNAB6DgjP59vzqUnPY0EtlRrcE5yQB1xUE8ZYSZwQwI9QauySBIyTjAH+fw/lWZ9oKzMx/HPp70xkOmXk+l3geIhF6FTkAj0PavQrK8ivrcSxHkfeU9VNcJJAsvzxnt0B5FXbBbmxjMqttP8ACEbkfXHFTKKZFSmpK/U6XVr4WtvsSTEzEYC9QPX2rn1O4knk98/yqDzWklLuSXY5yfWrUW3jB7cf40KNghDlQAAfh1I/lTw7D+vsKesfQg5oC4yD+PFUVYQTg4yOCePepBIvUkDHU+lRtHvznhscn0ppiOBg4xyPQe/1pAWMq2MdT0HpR5YJGMcdP8agVGXIycYz15/H/CnqXVsZP+e1AyQRjPA4zVq1hV5VVvXmoky2Bt/KtS1tvLO9uDjgUm7ImcrIs+mBgDgAdqKKKwOIKWkpaAPEdQizcfVq6PRmxA8R6of0NZF/H85YetX9Pl2yI/Zhg1030FRfLO5tsMNnjGc1EcLj2XNTYyp6ZqNxyfcgUj0URkbR05C/rScjqB8q4px5P1br7Udfxb+VMYdAcdlwKQjhh2AC0Y3HGOrfypQOR7kmkAEZ3H6Cl7n6ihedp9cmgdj7E0CHDg+2c0ZOKUcD8MUpGB60wKNwMyKuM8+taljbbbprhs/LEsSfj8zH+Q/CqcMInvEU8Ank+1bnBPyjA7Com7GFeWnKOFSp1qIVKtYnMMuovOhZMcj5l+tYx9+3rW6x+XI61m3kAEu4D5W5x/OtIPob0ZWdigy1G3v3/wA//XqcjtUUin2/z/n9a0OpakRwQc8dc/1/XmjAHJ+v9DRjByMnH+f5fypCcDqDjn6/5FAwI5xjJH8x0poIHORtHP4GlPGcckd/ccj9KUYzjHHT8DTEAOTtPUjYfr1FBbI3dyNwx6jrSc456kdPcUuec5PBBH0NAhxPORjAO4fQ0dMBj8oO0/Q9KaODjoBlP8KdgkHsSv6igYYJwvcqVJx3HSnZLBscFgG49R1/pSZ6sD6MP604HBBz91v0NAgZgN7DOARIP60p+Vm54VgwPsev9aB8pUHoCVP0P+RRGAVRW56xtQMUfIRzwj/+On/9f6UgIXGTwrFD7g9P6UqjzAucZdSh+o/yaT76jqGdP1FAD0OdoJ7GMn+VPUlwOmXXH/AhUWdwbA+8okUe464/SnbgGcjJ2kSD6Hr/AFpAyfOdxA6gMP60xo+SOoBz+BpykK2eMK2evVT/AJ/SngYG1hwMqfoelBJnvBggHnGY2x+lQruHBH3lx/wIVqMMgj+Ij/x4VVmiGWYDABDg+x60FXFiuCQT6qGA9x/kVdVw5IB9+PQ9/wADWUF8p88YR8H6GrEEoIWN+QCY2H8qALxBJ5wv49Dn+h/nUbZ6fdB469M9PyORTkfKncTyCT65HB/SnsF5yMjnJ7e5/kaBES8nOOpzjpj1/IipM/lTCcHJB9/bsf6GmysVjYk/MBk45P4fQ/zoEyjfTmQlA2FHp/noaqYIPp6cdP8A61DtliTjI6jt/wDqphLMQFGSOAM/pVWC5NEwXO5tq9h3/CtK1nUrt7fyHrWaltH96Rtx+vAq5AiL0yAOTjnikOxdMavx93jt2FL5R5xxu/QelIvJ5PfLe1TLlevfk+3tQSRiR1Pueg9BUq3Ct16fzNKQsgwQcnv6Co3tzncuD2HtQBZXaw7eppSmev1/wqkN6fdye4Gep9/arCysACfmB5z0z/gKQyYAg/jnPv6/0qaGDzZFVRkk4AqON1fBHH1H+eK0LFSJwQOApP8ASlcUnZXLcMCQj5cE92qSig9awbucbberDrRRS0CCg0lFAjy7U7by7mePH3XOPzqO0T9yB3BrZ8RW+zUmcDiQZrGXdG3B4zW99CFubdrJ5kW0n5hTm9fqaz7eVg4YDBHatLIkj3DvgUJnZRnfQhK4xnsM0g4PPYU9h+pph5545OKo3D7v/AVoJwD/ALK4/Gjqee7fyoxk/wC838qQxf72OwCindc9u1NA6e5Jpy/r1piFzQelLjtn2pdrMQByTQIksIv3jSHpjArRAxTIk8uMIB061IorCTuzjqS5pXHLTxTBTxUkCnkVFNH5sBA6jkf1qYUAbTTTs7jTs7mNIvtULjjk1fuovLkIH3eo+lVGXIrc7Yu+pVI7jr/n/P403HA4zjp/n6ZFTOv+f8/54qLOOnXrj9f8aDRDCMcenT8P/rUhA5APsP5ingYAwOnQfqP0pp46fgf1FNCE4zuHqG/PrSgdB9U/wpCQeOx449DSBuM5PQN+IoEP5J47jI+opwxuJGeCG/xpM7SPUH+dLgcA9OVP07UWAAMNjjCkr+BpACeD7oc+vagc9eCwxx6igngkDJI3D8OtABy2fV1wP94U/cCGweoDj6j/ACKYeCxB6EMKAdpz/db9DQNkuTlyM8YlHP5/ypzIVJI6K+8fQ/5P5VGjbduQPlYofcHp/SpUAIHfaSjc9R/nFJhcaQEOTgBGx9VP+f0pAdrKOyEofoen9Kl8vOMkHIMbe/of8+tI0ZbrjLLsY/7Q6UCGK3KgnoDG3r7f596lT5lAOfmGxiPUVEys+ccF1zg9mH+f0pGYnLKPvASKPcdf8+9MLFvO4bucn5v+BDtSMi4xjKHqP9lqiEjDcVOcYkGf7p6/1qUEAkZ+UHBz/dP/ANekIrywMw2/xFShP+0OhqqcruI6MocfUda0yC2eBu/9mH+IqCSPHzjhQ28D/ZPUfnQNMbHMF3HOQCHGO4PB/rVpSQMHnbx9fT9OPwqh5ZiYKfug7CfY9KsxEkDGc4xn3B4oAmIA9x/Pj+oqrfSFIdoPXoev0/MVYyMArz6Y59x/UVi3tyJJGI5ReBnpjtTQivvwvAyMdcHp6fWrVtCMb25JHfr9aqRJLK4ZY/l9T0z7eta0Nt5iZacqx64Wm9COeKeo0Jzz09cdqsRouRkDI+Y444py2k68pLG/fB4NPVZAMSxsueWbGR+YpXKU4vZjgrDHPuc09XPAIxn8eKFIYDnO4/pTiuemeTgfSgBQ+cH+9/KnpN69T0qIqSTjqTtGPShlDDBJG4du4FAFnakuRn2yO/tT416xuMNn1/T8qzS8sG09R/6D9BWhaSpeMiAhXGAGY8Y9/wBKQyTy9oVVUs7HhQOSa2bWEwwgPjeeuO3tUqRpEoCAcDBbHJpc1lKd9Ec06nNohaKSlrMyCiiimAUUUUAcx4kt99skw5KNg/Q1y5j5rvL2AXFrLEe4riyhVipHIODWiZIxBirdpJtk2noR+tVwPTpT14ORTuOLs7l1l2k+wqLGMf7IqZGEygfxdSKaUOR781d7ndGSauiLGPqo/Wl6DHoMUuPUdTmk9Pc5oLFx1/AU4HnkdTTR0HHvT0G7imIcoz+FW4YtnzH73b2pI4wvLYz6VMD71nKXQ5qlToh4pwOajFSCsmYDhTxTRThQA8VIE3DFNQZqyiUDKN5ATb7+6cH6H/P61lMMV1awrLE8bDhxtNczNG0btG33lOCPetYO6N6T0sU3A44qFhg9wf8AP9f51acZ/Cq7L0H+f89Ks6EyPgLuBBxz/Wmnjn0/p/8AWpdvHA9/p3/xo6cjt/T/AOsaBjSvGFx6fTuKQYDAjpn9DTsEcDHp+XT9KTHIHbp+B6UxWFC5UKe4Kn8OlKPmHb5hn8RTdxPQ4yN34jrTicZY9iG/CgAYgglR/tD+tB+Vs46Nn8DSn5evY/oaTHQEcfcP07UDFxjAbsdhz3B/yKBxjOe6N/SgfMAG7/K2fUUvDDkfeGD7EdKAEXoM9W+U8dxSq5YnP8a4P1FMIMhG7gvweejDp/n2pME45wW5/wCBDtQBbSTcQOhdcHJ7j/P6VKpEi5yQXGfow/z+lZ4JxuxyRuGfXuKkEuM7evDrz+f+felYTRdKbhlcZPzKD6jqKjZQpyGzj94OOoPX60izAlsEdpE/r/n3qwMEfKQR95R7d6AKpQxkD+4cdeqmhWK7Q5xjMbf0P+fWrJiXGMZXGOe61G0Gc5yC2FYj1/hNAXFR93Xgng57MKUtld20YwTj2/iH9aiO45PQt29GH/6qcJhwcEEjeFI5yOo+tACPHu+XPUbN3/oJpo3ctjBPzgejDg1NlWB5O3pkeh6H8DUcjCNS7YB+9/wIdfzoAZcTpDCxLDAHA+vI/Wsu2tvtB82RcKeVU+h9fWo5mN7chABsB9ei9q0E5+UdB1pmNWVtESBVXpT1Vj90cVJFFkdKtLDgipMLEUasn8RNWoHZTyTik2DPvTlT2NAmSG2imO4Dax4yvFRPbT2/zAeYgHG0c/lVhVI5qdJuxGSKLlRm4majqQcYOB1p2wZAPQYB+gGauy2sNwd+CjnqV4z9fWqbh7dsSgYOSHHQ8dKdzeM1IaY8jBBPr7d/8KqW9rdprSW8MTmNlD7wPlXnue1aaxlnCgEknAH5VuwoYYEi7KORnjPelKVkE58q0Hnjvn39aOpoornOUOlLmkoxQAtFJ0FGKAFoo70UwKrdSa5bWLTyLsuB8snP411T9ap39sLq2ZccjkVSYmch0pRT2jMblWGCDzU0Vs0i7sYWqYEIyDkVYWYkfMM8YzURGGI9KcFpXaKTa2Jsq+SODjApjxlc4HAGKAKlBYDg1Smaqs+pAEbpjoKtRRlevtQGbrn8qcOaTncU6reiH55pyimgd6kWoMR4p4FMWnikA8U8UwU8UATRc1cjHtVeJeBVyMcUDJUGDWLrkGy6WX+GUZP1HX+lbqDiqmrxCXTXOPmjYOPp0P8ASqg7MqDtI5U1E65JqVutNYDtxWx1xK7A5wOtR/xZH/6/8ipmH+f8/hUR+XoP89f8aC0IQeMcgdPqORTTgggDGeOv4ilyR05x0/DkUmARjjnj+ooAaD/F0/ix/Ongjp2BwR7GmnGdxHHX/Gkwfun/AHc/yNMQ8Z4B/wB0/wBKOScf3hg/UUKcg+pGfxFTcckEZ4cUAQ84zx8wz/wIUA5JA4z8y/Wp3QAP0ODvH9f6014gu4j+E7wB6d/60AR5Bzt6HDr9e9OODu2Dt5i+/r/n3oZNpOP4TuH07/1ppBU8fwncMeh6/wBaBgw67R23r/Uf59aaVwCRj5fmX3HenkiPgA/J8w+n+c/lRgIDgj5ORx/CaBDN5XGOdvI9xT0mManByFOR7r7U3aE3EH7h3AA9V7/59qaylMgdU5GO6n/P6UDL0c/JAxx8y+47/wCfpUx2kdiMZ+q//WrJDGMEKfucj3U/0/wqaOdoxjn92cj/AHf8/wAqBNGgVzn5gcgc+/Y1GUbOVGCDuA9+4pqXA3MAPujcBjqO9Tgg5O7PGc+3r+FIRCdqKcklAP8Ax0/4VkXt0ZG25YAcZ9SOh/EVfv3cfuwAQeev5j6dxWYm3zgSc7VyAe/p+VNIbdlcs2sIjibA+djyT29qvW0WTtHaq9iNwIrbtrdVjBxyeTQcTlrdkaRhcZqdVB9zUF9MtuqliBu4FPhfKg0rA2SEZ5FKo+YHnil5PNKOtBJIOlOVKRamC8UCAL70BUYbJFDKeoNSKOKQjnikMVdLkhCSxsZId4/3l5zk+tX8YzTYLoravEOuODQDuAI6Goq20BSlLcdmikorIBTRSdqXpQAUUUDigAoFFFMCBhzTfwp7daaRTEUZtOhlk3lRUNxCkUe1R2rTHAqleDKn6UwZzjj5zSgU6QYc0AZoGKBTlHNAHtTl60DFHWpAKaKeKQmOFPX3pop60CHCpAKYOKeOlJgOFOHWminL1oAuw9BV5BwKow9qvR8AUDJR0oaMTRvEejqV/OloB596LiOLkTY5B6jg1E36Vqa1CItTnCjgkOPxGf61lHNdB2xd1caQO/41E69xyf8AP+fxqRvXFRE4/wA/59qC0MYHPA+n8xTcZ4HT1/lT268cHt/OojjOOmfb15FAxD64x3/DoaCpHB/3f8DRuwC34/40Z7Hpnb/hTEOXcCD3+negOVPTgD9O4oD84xye49R3pxkQjODk/N+NAEiSYxk5xwfcHpTg/K55x8pquWQcKDjr/wABppkAByfYn+RoBFwMMru7fIfcUbVG3/ZO059P84qiJ+cZ69fY1MtwG7/eHf1oAl8oLt6nadp47H/IoEbIRwTsO05P8J/yKQThuM43rj6GniUNjd/GNrDpz/nNIBoRlxnJ2HafdT0/pQF24/6ZnBz3U/5H5VKrqSu7v8jf5/z1pwUFfnweNje/p/n3oC5V8sIMnH7s4Pup/wAj8qb5Ij4xzH2/2T/n9KuBQCCckj5W56jsf8+tNEYA5ydvyn3U/wCf50XHcp7WjI/6Zn81P+f0qdJGj/4Adw91/wA/yqUwhMHrt4P+7/n+tQzIIk6nKcfVT/h/SgLle8uAz44IA6+oqkjZlYnnsKbINoJ4JX9RUkEWFUcdM/nTMar92xpaZGWYtjjoK3T+7hZuwGaqafCFVQBzVu9dIbaR5CBGEJck9sc/pQlc5mch4n1Lfq2n2qsdoHmH33Dj+RresZxJEK8vTWBqOrQysQfKRVGPQAiu90y6AAGR2qpKxnFp3OlRuKcxxUED7hU7r8lQUSRnIFWVUbc1StH3EjuKvgfLj2pgxxGBUZqQZIpjdfrSYE0POPepIzj5T1qOHhhV+3hhu4BKp2tllJHYqSD/ACpSg5LQlzUXqQGgUxJNzyRsu1422sM081hZp2Zad9Re1JzRmigBaPrSUtABRmik70AMbqajNSN3phpgN+tVbkZFWj0qCdflNMRzs64lNMFWLtcSGoBQNDqcB2xTQKeKQMUU9RSDinKKBDhTwKaKeKAHCnimCnikwHDpTlptOXpSAuw9qvRnis6E8VfiPFMZY7UUgpe1AjB8QoDdxuOrRLn8CRWISK3/ABAuPs8nqrD8j/8AXrn35PSt1sdVPWKEP4VCy5BAP+f84pxf3pmST/n/AD6UzYY2Rz+P9aYe4HuP6ipTg4/P/P51GVxgnt7/AIUIbGEjP45/Om9+nJBFOK/yx09KX+P8ePypiGFsgnHJGfxoBIyeuDn8KlRckcjqelOEY2j3SgLlfAGM9ASOaXbnHvwan8vr/uhvWjZtY+xBGKAKuwn15HX3FG3PQdefxq4VAzx0bNLsXnjo2c/WgCmFOeM88jjvTwxPAOM8j61ZaFecdmzSNDjdjsQelAEPmkggdG9exqRZy/XgOMfQ/wCf5VIYR84PYhuP8/WkMIy4HPIYe/8Ann86GA9Jd5XdwHGxh7/5zUiPuALHkfI49/8AP86i8sAuAc7sMv1/zj86ftDk9dsg/I/5/lSAkDYAOc7flbPcf5/rVK6kwQOTt4+oq2T8u48ZG1gfWsqeUM2SckcU0IicjAXb9PcVYt9u9dxALHgE4qizmSQIM/Lz+FXYHxIoycDHY4oMarvJI6azXaMEdq5T4maobPQBbRuVkupBHx/cAy39B+NdVZkFAFA4/KvKviZefavEMdqpylrFtP8AvNyf0xWlJXkcle6izjLO5NrciQDI6Ee1ek6PfCa2hmU8FQa8vK8123hBs6cyBgT5h4/u9K1qrS5y0JNSsenWMpaJTWkx/d1jWLgKqrWtuzGv5VynaxLdSs4I6GtVR8lUoo8c1bV+1NImT1HHiockv0qcj5TVeM5cikxk69sVbsC1tqckJP7m6j+0IMdHGA4/EYb86plgtMvS7P8AaYsrLYIHiIP35Gx8nuCox+PtWkDGpsaF9bmC/F2v+rmAST2YcA/iMD8KbV+3lt9T09Jozvt50yM8cH+RFUGRonaN8kr0b+8OxrGtGz5iqUr6ADSUUtYmoUUUdulAAKXpzSUZoAYw600089TTKYhp4qKQfKeKlPWmMOKAMK8XDZqpjmtG+HWs8DpTBCinjrTQKd3pDY4U9elMHWpFoEPWlFIDThQA4U6mgcU4UmA4U4U2nLQBPCea0IW6VnRcNV6I8UDRcWlpi0+gDN1yLzLFH/uP/Mf/AFq5h0PtXZ3sLT2E8ScsVDKPUg5x/OuQkP8A+utobG9F6FR0PPeoWBXP+fSrhYComCnsP8//AKqo3TKu8jHB/wA5pPNB69O/8qlKDd0/zmmeWO3PSmMaZB1645/xpA3bPt/hSeWDzjtzS7QDnb3FAChyADjGOf8AGnq+CB9RTNvygYHcUnG3IA6ZoAmWTPB5yuPxp+8EHnGV6VX3c8AdacGYkdAcEUAWSwIbj+HNObneR6A9KrRsMjLH7vHNTDBIPqvrQIkbneMfeUUpcEnkYdf8/wA6iGB5ZA9jQDwvYqxB/wA/lQApkyQfVcYxSb2AU4JOdv8An8qQ9D/st+Q/yaVuA4A6fMKBiBiBnA+U49acWYBscbTu/wA/rSHlnA5DLkH0oD5YHswwaAGznCSAfxDcD/n8KyzyeucirV1cDYoJ5HBzWc9yijAIzntT1JcordjC2LgvnO0YPNSWV0stxgMD+PaoIV865KghgTz6V2NtYWlxYy288W5xH+7cDlG/vA9Rj/8AXTUb6HLKScuZD7J8x4HavIvFrG+8V37xDcPN2cf7IA/pXrem5bSoJM4klVecY7cmuT8T6H9h1P7VaWxZLhirbR91/XHuOfzq4aGGIfQ81l09oxl8g+ldJ4SiWK3mYNl2fkegAqrcr5suxWDyHqRyq/j3NbHh+1+zWRDHLsxZ29TmqqP3TngveudJaXbI/XpXRaXcpck5PSuQCuhyOhrb0R/LGc4zzXO9Dsi7rU6xsIvHPaqLXZSUc96je7+XriqrZaRT70wijdE4MZ+lUoZT9of0qLzigCk8kdKJHMcJK/6xztX29TSBaFySbbG8m0uEBbavU+1aUkEg0wh1LTAea6x4+dscqM+3A/CqOnW+9owc7UIdvfHQfnj8q2F+96gnNax7nNV3sZeiXLWCAyqBYXMmEkxjypD2Ydg3r61uXcPmISB86ZI/qKZIsdzFJDMgkikUq6N0YGorKWS3lGn3LtIQubeZusqDsf8AaXv6jn1qmk1ZkJ2d0V+KKmuYxHMcdDyKgrhkrOzOtO6uLSjrSUUhi0lFFAAaYaeetNNMBlNboafxTH+7QIyb7oazhxWjfdDWcKBocOlL3pKXHNIBwp47U0CnimIUdaePWm55p2KAHCnCkFKKTAcKcvSminrQA9DzV2I9KpKasxHpzQMvocipahjPFS5oAcDg8dRXN6xHbC4k8pSsobJUdDxz9Oa6QEDLEcKCTXAy6g00sRmGfN5Lg/dc8gf5+laUiXNx1Q7ZuOVOeOlRsmDjvU25QwB5JzjHf6f4U5/mHY+9a2NI4lrdFMgjnv7/AIVEW5545H8zVtkVuDz7UrRRleVHtzRY1WJj1RS3YU5/u0MR68ZHWrbwwpAXMR3AEn5zisuOffqF3A0CiOMJ5b7z8wIzmizB4mmmWc8gAjOTSAjbxz8vakY55CKvOe5qtK/loGaTb2AxTsJ4qBa45OeMilyBjp1rMiupZN20EDGNxPAqCW5KE7riRjnopxk0crJeMh2NkAZGPUinK5AUk8ZxXOvduSdiyHJ7ualsWE19Et0m2F22uf7ueh/PFPlJ+uLojoC4RfmIGG9f8+tQvfW0byxtcIHUB8FgOMZzUeoJdW+pxx3W6S3twrIueWjxtb8R/QVx13axXMUMV1IYZLdPKWZVys6gnDfUjr7irjBMynjZLZHbS3qRyIpViZUdgAOQEGXP4DBqE6oow7qUBXgMOW/CsS0kudU1aEwCRY7aFooz1ILLtJ/LNa0WlfZ3YOCxJ5Zzk0SjFELFVZakE2synaYAu0DG7bVQXtzIcNOwA6AcVNcWcvnN8pAPTikSwdGbzFwoycntRZGcqtSW7Ii+5eSxOfWpbWxnuX+SM7O7Hpj+tbFvpG4bijM6bWCleCMjPB61eVFQ+Wrk4HCodxB/Dj8zRcVu5mR2IsbwLu3ZQNk+vOf5V0FpciGxvsDM0tuYo8dizDn8gao/Zg25DCu0fxOdxHsAP8aT7EBbOiTyoCDyjYI+lC0ZsqkVGzRatLq2Ja1glV2s9qSKOqkjj+X4VY1aKG90yW2kziZRGSrYP+yQfrXEaIraT4oa2kfalyhhDHoSSCp/P+ddi/2dISk025s5CryxxyP5fSjYylLnd2eZW0AMjJs2Fcrsx93B5Fadtm3k+b/VSd/7rdOfr/OtS+s3udRuL1YTC0jeZ5ee/GT+PX8aTTSVdkZcgjDRsuQQexB4xRLUmOjJolDLtIPvxV6SWHTLCS5l+6g4A6sT0A9yalgso85t2wn/ADykPT/db09jyPWsLXodQu9RgtntZorSL595X5HbpncOOB+pNZpdzp57rQm0y6vL+cz3EnDHhF4VfpXSBkhhknfPlxIWP4VR02wKRLgZx3FJr17HbR29huw858xxnnap/qf5Utyr2VifSVmuJGuLgkvIdx9F9APYVqypuulUYwgCqM9SeSAPWoNKRmjQxwttP8bjYv5n+lattZQ2t09xuaa4lJJlfkgH+FR/COn170KNyZzS2NCzjMFsqvgS/eYDsew/D/GpQQBioomOAW64wBTy/TFbLQ5nqyZX6U6aEXcHlE7XyGjcdUcdGH+emagBx3qaJiTnoaBAkpv9MiuCoWTbll9GHDD8waqVY0xts1/bEY8u5ZgP9lxuH6k1FKhjlZD2Nc9aPU3pPoNopKWsDYKOlFJmgBT16Uw0802mA09Ka33acaY/C0AZN8etZ47Vevj1qiBQIcOlLSdqcOKAHCnCmin0gFp4ptOFMBwpRSCnCkwFFPFNFKBSAeKniNVx1qZOtMDQiPFWB0qpCeKtL0oGJJxbzY6+W2PyNcI8KTwtG/KsOCOCPQj3HrXdTgm0nC5yYmx+RrjNhU4HYfL9PStafUzmZ8M8iym3mx56ckY4kXs4/wA8GrcblhyRnPb/ADz9aivbWO7tyr5GPuuvDRn1FZH2y40+8htrn5llfYrg8g9Rj1BH4ggg1tuZ3sb2QetI25Tkc0gYHlvvHuO9NklEQ+8AMgDcePz7UhkkqhnjyRsfK+3IrntFffp8Qfl490bE+qnFb+8m1Eq8gDOPTmuds2jttc1G1Bx+93qPZhmmtiHubBjRlO4A5PFM+zRgbpQDzyTU2B8vOM0yVTJOEzhFGT70DK726zDaQVj7D1qJre3h5wM1blkHCqwxn1xULCHzV3OuAQCc96EKxELfaoYooz0FQfIWwAvH6Ut1dCSfau8xjI+VeTjtSkMjFVQhV9ATkH8PXt1piNq0lg1NYbe6ZhdQ4aKZT8wx0Pv6EelXI9Msi7h7fyZgdr+S5QP6HA4ORXJS6i1pcRSbIw6MQMuO3A/A12cFwl9awXcADB1GSDn3H+FNBuEdnaWa/wCjxJGhOTjqfcnrUV0sbAlV3lRkgHnFSsVJKuWdxg+XHg7fUE9P61GvmOogLrCFztWPlsf7x/pQBVa32N5ksqouRtjJyWX1AxmmqscWZEgO8ggyyHblT6j/AB9KliVYpHAU5IwWJyT+NNUNGGVzuznke3I/LmgYqsWjAnLSN02j5VB9hTg7bcDCgccdqaNvzj0OeBQc47c96YCr6dc9h3qZQozkZ7H3qADIB6cdu1PXPGSSQOuME0CJGtbeTG+NXAP8Qzil8qKPIjVUPtSZyD349KYXPX2pgMkhUsxwBnj61mzWWH85AFkAxnsfrWp1OM9ximkBxgjAIxzQMhjcBSWX5WGSR2x61PHN5b/LMy7juwG6/h0pixhBiMBVPOBTxEHTDAdMDH9KQFtI4XyWhgLZPPljJHb8f5+1WI5fLmBBRDjjCgEY98ZxVBUAJyQBgDH0ParMYJwQehPP86QF0TPIFYsxYNkFicn/ADmp4hhhnsSQMdKqx/L9SMVYRiAccnrTQi2hO0DtnvzTg3HWoF3E/Mfenbu35mmImzuOO1WYTnFUkOSP6VbjbHXt04oAZck2l7DfLnyziC4H+yT8rfgTj6H2qxfR8rJ+BodY5oHilXdHIpVlPcHg0lq63Vk8O/dJCxhfPUMuP5jB/GpnHmjYcZWZUooIIOD1FFcR1hRRRQAp9qbXz1/ws3xh/wBBf/yWi/8AiKT/AIWZ4v8A+gv/AOS0X/xFdX1WfdHN9ah2Z9CVHJ92vn//AIWX4u/6C/8A5LRf/E0h+JXi1uurf+S0X/xNH1WfdB9ah2Z7RfdfbNUwea8dk8f+J5Pv6nn/ALYRf/E0weOvEg/5iP8A5Aj/APiaPqs+6D6zDsz2cCnV4t/wnfiT/oJf+QI//iaX/hPPEv8A0Ev/ACBH/wDE0fVZ90H1mHZntQp9eJf8J54l/wCgl/5Aj/8AiaX/AIT7xN/0E/8AyBH/APE0vqs+6D6zDsz24U4V4f8A8J94n/6Cf/kCP/4ml/4T/wAT/wDQT/8AIEX/AMTT+qz7oPrMOzPcRThXhn/CwPE//QT/APJeL/4ml/4WD4o/6Cn/AJLxf/E0vqs+6D6zDsz3QCnCvCf+FheKf+gp/wCS8X/xNL/wsPxT/wBBT/yXi/8AiaX1WfdB9Zh2Z7sPapEPNeC/8LD8U/8AQU/8l4v/AIml/wCFieKh/wAxX/yXi/8Aiaf1WfdB9Zh2Z9DRHpVtDXzivxJ8Wr01b/yWi/8Aia978O3c174c0u7uH3zz2kUkjYA3MyAk4HHU1nUoypq7NKdWM3ZGqSAjk9ApP14ri4JFuLWORQQGXoexHBH512qYLAHoeK8/uHOkzSsyMbYuTIF5MTdCcf3T+lFLqEyaXPI7kfnWFfIja/pluASU3yN7ELx/MV0CtFcRLIjBkYZDA5BrNMKHxFcSH/Wx26Bc9wxJJ/QCtkZsssr+nHaon+aRIzydrOR+g/rUxmx161Xmtz9vkuAxGwbQB9KEDH222TSQ0ZGSh3KOxya5+8iaDxPJKYI3E6qF3ZB+UDofxrTtYUiUqsphuCpBJ+5Ic5yffnFUr63kfxFBxuWKIZcdGpolmikStGC8UqnAyBJntiljCMOI5WIx96QA8fh+frUykhcdaCobnHNIohMROUEEQQgjLOT169MdaYUCgfNCvI+7Fnp06k1MwIPHTNNIB6jvQBA27eS1xOy9CAQo/QCoJ44iN3llj/tMT/OrUi4bgVGRg89CKLiMqfY2B5QBxkDbxW54dupXkn09iUjMJkiPTBz8wz6d/wA/WqMkIHK8jr9KsWMgh1azmztQuEfjoDx/hVXJSOgUsI1wQRt6KMU+1QG6Y5ziohI0LTIVBIkKsevfpU9qW3BicHvigZBdRNG4JwcHBNK4ymcehq3qCk2m9Vyw9P51WRt0QxyQPXvTArHCyEc4K46f5/z+Bpxyc/r7UhP7wHPX+vt+FLnJ7Y60hir90duccilB5+tJnkY570oyT09hnmgAB5PtQTxx9aB174780EAqevSgA7nt2pCR6H8e1P2jIIPekIAGSucUxEe7cxUKeOhI4qZSRz1z2FAGAeMe9O556UAPUA1ZiGGPHWqy8d81ZR+BQBZXpUqdhzUCHJGKn6AnkUxXJGcKAO/06UinGB19agL5PrmpoQcZPpQMsRipw2PWoAcL1p68nqaBFlDmoIi1prynJ8i+jPHAAlQdfqV/9BqZD09Kh1TeNOeeL/W25E6Eeq9fzGR+NMRPexhJt46NzVetOdVurQPHyCA6fzrLHY1yVY2lc6acroWiiisjQ+TKKKK9g8gKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6g8JH/ikdF/68IP8A0WtfL9fTcCSW3gPw/Dp7+Xd3mnWMMTD+CSVUTd+G4t+Fc2JjzJep0YeXK2bH9o2SXgtGvLZbrj9wZlD/APfOc1zepRlL6ZCOfMYD3BOcfrXZRWtnosT6ZpNjapbrlG82IO079C0jHliT1J5rm9eW3nltr+2XbDf26XCrnOwnhlz7EVhGEVflexvzt2ujlhZS2s/mWDxpEw+e2fIXPqp/hNVroXv9o215HY3BkCmGZVwQydVYHPOD/OtcgkY6joPWoywzkkjFWmFitbR3ckizXEHkQryFcjc57DA6fjVqQ7kJPVqXcASACRnj3pOp5HHYUAQNANo4zimeUBVsjIppUYPGaBFfHHekBIHpipdvNMxgc0AJjIOB703A5p4GKQjjmgCB1zz0OKaUJ6cjFSsp6im49MCgCCN1dNyMGQ9CG60qkKMD+X4ipBGAmNoAHpTWQZJI4piN25ZZbt/Rgrj6EZqxbsoBCnHFZsf72C0duSYig5/umrdqCc4bgUwNEASwMp9DWcg2qynOTWhE2DVKXK3J9D7UwKrr0YgZ3cAn/P8An8aeE2k+9Eozkc5IzwP8/wCfxpQxyD0zSAQjkY55pSAO+KTGfpS9T6UCF4zzSDpz0x0pO49qXGGx36HFAA3Q+4zRng9+KMZGTyf8/wD16AGxzimApOBQWOehxRt5A+lLsz0HNACpknPc981Ohwx9M8VGqELyTUwXA570wJ4mywBPP9alkkA+UdBVUP2XipFAYjj8KAJIlLMSfqM1eQbRjFVoxz16c1aHtQJjgDxz+lSjpg/rUYwBmlDj7ooETqwzVhQCuCMg8c1VT72TzU6HIANAEeiOYI5tObA+yMBHzyYjyh/DkfhTZ4xDO6qMAsWA9M0SN9n1qzlB+W4R7dxnqQN6n9GH41Y1BR8knrwazrK8TSm7SKlGaSiuQ6D5Nooor2DyQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvp/TIEg8H+Ebk+YqJBp9w+7qApTJ69MDPPavmCvqHwzM9z4R0TzSGC6bboAR0URrjiufES5Un5m9CLk2joNTlXT7q8uLlgkMDPJI56Ko+bP5Vyl1HLaaD4atpl2zppyvIndd53AH3HeumvI9P1OSCbU9Ltr2eHG15ScHHTco4bHuK57xBJLLq8s1y5ZpMMrH+76fh0rCLir2e5u4ybV1sZMoHJFQFj+NWGXrVd1570xhu/Cm78GonDL0poc8UxFkPmlz0quG5pd9Ayc4phXBzSBwce9BYEUCEwB9Kay+lLu9DSZzmgBvJ7YFNYA/1p4HNNOO9AEfUY5pCB0qU8n0NRsCMGhAWYDizh2k/LcMMduVrQtsqazbZv8AQ7lf7jRyAD2OKuxlBODnlu2apCNJDj86hvVJ2OPxojJzjk80XuWsyQORTEVmbOcjPt/npTEICD2/z/n/ADhwIYK2femjbvIH6Uhjz2weaAec5HAzRwBzzxRnuaYheRnnGKXaM+mTSZPTHPT0/wA/5+lAzz+VADvlz07Uo9OlNDc+/rRkAY/SgB/QDH1x/n/P8qXjHb+dQ7hSrJyM85p3GWUHOTSscn2/Sm7srwOKUD8D9KBD0BwamH1qMEZ44H+f8/55UPxk4A9SelAi1Ec9akadEGM1n/aSzbYhkH+I1NDCSd7HJ96B2LSu8jcjC1YUbcH1qBOuMHj2qbrz1+tAiYHn+VTRnpVZTyDU8Z47igQ3Uz5dpFdc5tZVmIHdRw3/AI6SfwqxfSp5Kxght3II9PWngKylWwVYYIPcVjW7usQtZGZntWMBLHJIByp/FSKiq7RLpq8i0p4paYuR1p9cZ1M//9k=", "path": "029654.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029655
Women Tops & Tunics
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", "path": "029655.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029656
Women Tops & Tunics
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", "path": "029656.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029657
Women Tops & Tunics
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"path": "029657.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029658
Women Tops & Tunics
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", "path": "029658.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029659
Women Tops & Tunics
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", "path": "029659.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029660
Women Tops & Tunics
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", "path": "029660.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029661
Women Tops & Tunics
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", "path": "029661.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029662
Women Tops & Tunics
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", "path": "029662.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029663
Women Tops & Tunics
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4q73IsPhuQyCOQ5H8LUrWrPLlG6VQcbGzznv6Vbs73yiA/KntWUl1NYvSwrF4yVkIwD3FQNJArksq5zjKZ5roEhiu4g8JBXvmsS9gSGUq0ZQ5zkciqi09CZoks3iV/wB27ZVsBXFdh4N8RjQ9WWCY7bK5ba2TwjdjXBLGRI7o4K8cDgjjGK0pt32JZBzk5yPXoapaO6M2rqzPowYIBBBB6EUY5rhPh34s/tSzGl3b5uYBiNifvL6fUV3ldSd1c5HG2gUUUUxBSUtFABRQaKAEFFFFAxKXNFFAhKKKSgBaQ0tFACUUd6KACijvRQAdqKKKBhRRRQIKKKKAFopKKAPIdSKEtn73auK1Rvmau11AYDZ7AdK4fUzyxxgc0IpnsmnL5fg7TlxyLWM/+OiuI1pgFcZNd8gMfhizAPS2jHH+6K4DXCMEnvUgeba7kXCjPY19FxDboduOBi3Qf+OivnTXDm6Xjsa+jIzjR4OmPJTP/fIqpAczKwx8p6e1YGqY/eAnkZ5NdBIF52kYzzmsDVWPlPu69QaSBnAXR/ftinRH5O1Nuf8AXse2adEBirEdx8OedXu/+uK/+hV6Xej9zkZ4rzT4c/8AIXu+37gf+hCvTL4/uOe4qHuM5y5O0nODnnkZrAvsbmx07V0V2DtOAcY4PWucvmOaEDNb4cHPi6fjrav/AOhLXrPevJ/h1x4umH/To/8A6EtesU2IDRS9qSgQnejIGSelKaguyRbSYOCRgUDRwvj3UsWsdnC/MpDv7egryXU9RaRjbxMREnBP98/4V2Xi+ctqN1knCAIM/TrXDQW32m7tYxz50mP1rjlK7bO2EbJI9A8B6HtthfTD5n+6DXo8MeMVm6bapb2scSDAVQK1kGAK5G7s7ErKxOB2xUgAxUanilzmrTEzI8S6Omr6a8a4EyjMbH19PxryKa1a3mMLqVxxtPb2r3TGT7Vxfizw9vdr2Fcq3+sXHQ+v+NUmLlTPOvJAOcYHQ4qF4fLyW5BHDdsVpSw+VnIOR71nTXOwsBgZ9Rx+IrRSMpRM+ZEIO2qoHPHSrMjmQ8EqfVaibd/Fg+4/wobuSkS295JayBo22n9D9a03liv4y/AYjmsLzMHBwD/On285gfcrZU9V9KVgv0LEkRhmf+6R0HSui8OWdrfK0N6GMI+YqGxn8aoQQLdRCROcn5q3bSzMVuRHjceOKmU9DSnTTepLdeHILWQan4ckeG6gO5oRIWWTHoeoP869K8Ma/F4h0iO5X5ZlG2VCeVb3rkLXTmtIUubciK6HYAYcehB4zWLPrN34d8T29z5g8i5TIKoF3jPzK+OCR2PataNRrRkYqgt4nsVAqrp99BqVnHcwMGRhn6VarrTuedawUUUUxBRRRQAlFFFABSUtFACUUdaKACiiigBKWkooAKKKKACil60lAC0lFFABS0lLQAUUUUAeParuCnjg9ia4jVcbmPXg8V22qA7Ce31riNT5ZvfNESme3SAp4ctQO0Cf+givPtY5zwfxr0W6G3RoU9Il/wDQRXnGrggkZIqQPONbP+mge1fRw2/2TACMnyl/kK+cdaH+nAe1fSB40yFeceUvT6CqkBy0+3b/AErA1UYjk57cZroboDc2B3Nc/qv+qfHepGef3OfOYe9OiJ20254mbHrTocFR61oiTt/h1n+2rnGP9QP/AEIV6bf4+zjHp3rzL4dHOtXXtAP/AEIV6bfHNv3zjtUS3Gjn7ncwKgVzl6CXbjJrpZg47iudvmG/OcYJ4oQ2a3w6/wCRsk7/AOiv/wChLXq9eT/Dvjxg4H/PpJ/Na9Y70yQooooASq184WA56dfyq1WbrRH2Exk4MzLCD7scUnsOO54l4ru/OvpcLs8w7sd6i0O0xrejh1xld/8AM1T8QyLLrNwqH92jMF+gOBXZ3umjT9Q8O3AXAe2QE++K4pfCd8GuZJnd22MCrims+3f5RiriGuVHUycdaeo6VGvNSA4xTQiRQKq391Ba27NKAw6EetLNOEUknAFee+I9Wnu5DAm4BuBj0quboOMbmJqzwXGoNHbZUMSVXGce30qhJpLMpZnQP3U9K2tPCWIykYluWXkk4CAdyewrA1vW7eNpDDcG7lH3vIjxEv8AwI8nmrXNLRBLljqyhcWLITmPGOpBrPljKt94/jTk1yR8mS1OM4O184/A1s2mnHUYvOhiYgjo4od47kJRn8JzUu8A8Z9x1qp5jq2QcHsa6a90iWEEmJ1/UVgXUGMnGCOauEkzKdNo2vDt+Gm8okAnhlPp612LuVhwQQWBXNeWW8zW1zHMuQVPP0r1nT5EmtopGUPG6gn6Gsqqs7mtGV0GkC8DjDStjqG5xTPHdiZdAF2V2mBxMNvYH5W/oa0NNlvY7mW3Qq6xn7x9O2al8R4n8Oamz/citH+Y924oi9Ua1F7rRhfD7xY2nzx2s8m+2k4Yjt7/AIV7OrB1DKwKkZBHQivlLTrloZFZHIYcjFe8/D3xF/aumGznfM8HTP8AEvY13QlZ8rPJqRuuZHa0UUtbGAlFFJQMKKWkoEFFFFACUUUUAFFFFACUUtFIBKWkoFMBRRRR3pAFFFFMAooooAKKKKAPHNWLbSc9R6VxWofNLj3rtNZO1Ce2Ca4y4y9ygBzlx/OhFM9yvhjTE5/gGPyrzfWW2554x3r0jVQUsPouK821tsjHtUjPONY51HFfSUoxp8Q5P7ten0r5u1UZ1MD6V9Jzj/QUHogB/KqkI5a7GXJrnNUIEL8H2rorjknkDrj2rndWz5T85FSM4G5/1p+tJEPl9/aluh+9NJCSFrQk7j4dEf21dc/8u4/9CFeoXRzBwSCRXl/w6/5DN30z9nH/AKGK9Ruxut+vBqJDRz1w/BAwe9c5e4y3GCD+ddJcFSrDH44rnb0ZB3KD2zSGafw8OPGTj1tZP5rXrNeSfD7A8ZLg9baUfyr1vvVEsKKWkoEFYXiW4FtFbSn7sbNIfwU4/U1vVieLIg/hy8YLlkQkY7VM/hZcPiR8+3DGS6fd1JAP+fqa9v1vS2vPDFhLHgy20cbj3AAzXhcjj7SWJ/iyeK+lNJZJ9Esm2go8C8dsYrCEeZNG9SXK00c5Yyb41PsK1U5FZ2qQxaIzSsSICflx/KsKfxeq5WCMkj1ricGnZnoRmpxUkdjvA707fkcGuA/4Sm9mkCrF36gdPrW3YayzKPP+U+9S9C1G5t3i74SB6VxF1bGK5JfljwDXew7biMEEHIrB1GwBuxkcUmVF20OM1OwM81rYiVo/tbl7gj/nmvb8TVrWPBNixglspI13Kium4jaV6MMfyrqZtJhuJoZ/KJkjjKD5uDk55/KrttpjgfPjNbQqOKsjCpSjN3bOP0/wZZxt86+aWIJLDk//AFq6+30aGCAKqKoA6AVpwWSRDgZPrVhoti1nK8tWWrJWRymoaNFIpyorhNe8MgBniX5hzwK9VuRw1Yd5EsmQRURbizaya1PCJrVo5mRhhh+teg+GJ/O0GNT96Ilfwqn4l0PZJ58ajk8ineF2+zvLAeFkXcM9iOoreT5onPGHJM6rTFihupZkJLzNls9h6Co/G1yLHwRf7gFeUCNcHqSR/SqiXcaQhxtfnbyemeM/Uda5n4matK+oroxBEVtiRm7SFhwfoB+tTSV52LrytE4eBv3mRx6Cuw8J6w+l6vb3COQVIDDPDL3riosLIM+uPxrQtZWViQcH3711vuecj6thkE0KSL0dQw/Gn9qwvB0zzeGLJpCSfKGDnPFb1dKd0crVmJRRRTEJRRRQAUUUUAJRRRQAUUUUgDFFFFACYpaKTFAC0UUUAFFFFABSYpaKYBRRRQB45qp+RgfSuOYBtStx2MqdP94V2GrcIw7e9ciAf7XtR6zx/wDoQpIpnt2tDFofUV5nrb89PpXpmuD/AERs/wCea8x1s/MeOO1IZ5/qmDqyf7w/nX0nc/8AHoM/3f6V81aic6sh/wBpf519LXPNso44UHn6VUhHI3IzuIHfg1gaof3L5GOOldDcjBbjjOK5/VziNiOwqUB59eDEx+tJD0p93gzmo4utaIR3Hw6P/E6uh/07/wDswr1O45txnuO1eVfDska3dAj/AJdv/ZhXq1wQYRg9qiW40c9cDOU4z15rnr0Hec9OcfSuiuFyxJx6cVgXpGW9BmkMt+Afl8aRD1t5f5CvXa8h8CH/AIreD/rhKP8Ax2vXqokKKWigQlUNbhM+hX0S9WhbH5VfpGUOrK3KsCD9DSew07O58u3cZivJoj/A2K93+HOpjUvB1spbMlsTC/8AMfoa8q8baK+k+IpVPKyMWU+o9/etP4b62dI142szFba7GD6BuxrCL5XqdM480ND1Dxdp76j4flij++rK4+gPNcZHpWm6XAJrnDuR95jxXp/BGDyDXknxMs73TLf9woe0mb5eCSD6VGIpt6o0wlVK8ZGVqniW2hYqi7MDcI41y7L6k9FH15qpa+LZEn2SWTOMqWBnB2g9M8UzwVa2E0N4uoRyM8ylCQMnn09/8K6zRPCNnDM080Ad2PygrjgdMjuayahFam/PVlLTY6Xw7d7442UMscgyFbqp7itLUIBvV8daiW3FuqFRtx2rRnTzbdT3ArDRm19SlbADANaKBdmaxyzwyVKL1lcKy4z0pJ2KcbmsgGabOQBVNLoHrxTJbnI4NPmQuR3K90wwayJPmar9xIGFZzferNm6M/UrNLm2eNh1FcS6yabejcMc8E9G/HtXoki5FZdxYQXStHNGGU/pVRlYzmrnLrBvcrEmS3IH+1nP49K5nx0Vk8SOSwMrwIZQOgb29u/4117aabO4kiSQmIdmPasDxHp0tzdyXhgaXKgFo+oAGAMfhWtF2mYV4txOLKblGO/86mt5N2FP3l71Zi8hLe4jkR95w0bEYKsP6EdqrywbX3hgAxzmuu5xWZ7L8I9XnltprCRJGjQZRs5A/wA816nXmHwa2rpd8pA8xpA2Qc8Y6V6fW0PhOep8QhpO1OpverICiiigAooNFABSUtJQAUUUUgCiikpgLRSUtIAooooAKKKKACiiigAooopjPGtWGEfPpxXK2w36/Yr63MY/8eFdPq7HDDt9a5zS1D+KNNX1uo//AEIURGz2jXG227cE+teX6ydzsccdhXp2uMRA30/CvMtaOXNSM891Ef8AE2Q+pX+dfS93kWo9Nor5p1H/AJCyf7y/zr6YvBm0HXG0VUhHJXC5L/Wud1dT5T/Q10Un8ZB4zxXPascRSfjzUofQ8+u8iY0yIjGOlSXZ/ekmo4uOa0RJ2vw8ONeuB/07Hr/vCvWJwTD07Z9K8n+HYzr8/wD17H/0IV6w4JiAOemOKmQIwJgzA4b61z96AzNg5Ga6GVPncZIwcCsC9ALvx357ZqSibwOMeObb08qUf+O16/3ryDwSMeOLQ/7Ev/oFewCrICg0tJSAKMUUUAcV8Q9AGp6WbmNMzxrgEDuOR/UfiK8iRGhhiuEH7xG3DPYivo24gS5t5IH+664rw/xZYnS76WIKVQvuUH8Qf1rmrK2p10JXVmepeENcXWdEjctmWMBWJOSfTPvWrqlpHeafLHIgbA3DIry/4Yan5epyWpY7JVDAHsTwf1r1twSpA7jBrSL5oGc1yVLo5Cx0S1tnZoIUQk5LAc1tQWqRjOMn1NQITDKyNxg4q9EwIzmvM62Z6t3a6ILlTgfWrUQUxfM2Biqt7IFArIuNehtrj7LJ5gcjKkRkr+dNaMXK2T6lqFta75ZZFSKMZd2OABXO3XiK21a2V9MdpmZgseFIyfbPaquvvFqQWJmZvmyYgM7z71u6Lpa2sUZMQQhQAP7o9KTSZsvdRpGHdAgydwUZPqapTQTINwmPHYitKeeC2iLSSKg9zXFa94vjjPkWKNPOxwoA6mjlFBNm3C0rNiXB9wafKgUe9Q6LZXENmj3jhrqQbpMdFP8AdH0q3dDpUPRlXKn8Jqo33jVtuFqm7YahEsyNQG27YjuBmuM1q5vLOU3NpIUVeqHnI9a7C5bzZ3Pviue1uDdExHYVpBq+pnNPl0OfXUrDVwBe24guD0mi4BP+0Kje0ET8EPCeNw5xWNKvkylguFDYK+laVpcYbgggj5lPeuu1tjivfc7f4d6s2i+JobNyRa3X7sn0btXuVfNMLESJLGSCpB9+P8K+g/D+oHVNBs7xiC7xjfg55HFa0ZdGYV49TSpKWitznE7UUUUAFFFIaACiiigAooooAKKKTNABS0lKKQBRRRQAUUUUAFFFFABR3oooA8X1gABjn1xWBog3eK9L9ftUf/oVb2rMDEePWsTw8M+MNKGP+XpKEUz17Xf9SRivMtZOJmAU16X4g/1XA615pq5zKaXUZwGoH/icJnruX+dfTF4D9mGO64r5n1DJ1cf76/zr6YvBttVOO39KqWwjkZlxuHY5NYGqj9xKD710U4Uq2MlvXPArn9UH7p+/FQhnnd2P3pzUcQOOalvOJSKZF9K1RJ2Pw8JHiCYf9Ox/mK9bY/u19CK8k+Hv/IxSjubZ/wCYr1w48sfQYqZDMGfIZspwTXPagQxJHI75rpJ3+c59a53UCpyAOlSMk8FD/it7P6S/+gGvYa8g8G8eN7Ie0n/oBr18VRIUUtFACYopaQ0AJivJfiqqw3cbEjLAsB7cf1r1iSRYo2kb7qjJPoK8H8faudZ1uWRQfJTCJ9B1Nc9dqyR0YdPmbF+GitJ4oiAzxHk/mK94ry/4S6M8cd1qsgwr4jjyOuK9RNXSXu3Iru87GdqVtlRPGOV+8PUetU4psJ1rcxx04rDv7R7YmSNf3RPb+GubE0re/E6sLWuuSRTu58uBmiW2im2u6Aso4PcVm3DOZ42wSA3NWJr6SOJykTuQONozXGtT0GuxDPLZ2jncmZevArMuvEczFgjLCijj1/Osua8nuZJBFFI8u7kSIU2/XNINHWSQT304dVwRAgwuff1rVKx0QprcikN7qpZg7LF3lk6fgO9XNH06EXQ2JuCcvKw5arMskt66W9vGEiHGByfqTWxYWiQRiNBwOSf7xpSl2HUkoqy3NCMfLk1Vum6VbOQtULo81kcyIHPFZt3J5cTHueBV15BjFY17MJZNg6L/ADoKKoqjqEO+3lHtir/SmyRhkI9qYmtDzO/tiC5x9Kz0bjIPK/nXZXumMyNgdCc1x0yG2uiGHBNdlOV9Dz6sOVmjZXJLbQxz6Zr2b4WXiy217bGaQshVlRm4A74rwghomDLyp6V0PhvxRc6Fqkd3A24qNrA9wa0WkrmcvejY+mqK4ew+KmhXUSC4E1vMcAgrlc+xrqdN1ix1VSbS4V2X7ydGH1FdCknocji1uX6SloqiRKSnUlACUUtJQAUUUtIBKKKKADvRRRQAUYoooAKSlooAKKKKACiiloA8U1hgylQfrzWT4ZGfGmkj/p5U/oa09XKqDzknvWd4UG7xtpQ9J/6Gmimera+Rt56cHrXmmrEeaxx37V6R4h6gEHFebasu2Rh2FT1DocFf/wDIYX/fX+dfTN6B9l5xwlfMt7kasvsy5/Ovpq9x9mB5+7VSA5Sfa2724rn9VwIWxjGDW9MgVmxkc+vFYOrf6h+OcGoQzzq7/wBc1MhOQadef6044NMiPGMVqiTsfh/z4jYg8/Z3x+Yr13BEAOBwP1ryD4fnHicZ6fZ3/pXr5/1HXFTIEYtwu0sD0zXP3gwWB6k10d0MFs5xXP34AznseKkYeDhjxvY/ST/0A17AK8g8H/8AI7afz/fH/jhr18VQmLikpaKBCUUtFAHPeK7x4tP+zREb5evOMD1PtXjP9my6vrEVpaBn3y+WpPc9z9BXp/if7XPII7fP2i8YxQA9AAOT9Kl8IeHUsbx7sjKRJ5MHuf43+pP6CuWUXOodkJKFM6XStOi0nTLeyhACRIFz6nuat0tFdKVjkbvqJSFVYEMAQRg5p1JRuBzF3bJFeNCBtbOVUn7w9R601Yx1p/jPTZbywguLQMLuCQFGU4IB4PNcfP40fRrqK21uzZQ0YP2iH5j1/iX/AArz61G0m4npUcRdJSOnudPjuAGIw44yOtZzaKN3zSyMPTGKv6dqtlqluJrG6juIz3jOcfUdRV5QG5rDVHYqslszNhs9g2RR7fWtOK12LUqBQKc0gHGaRLbZVnG1ax7t+a0rmYEe1Yd3IN3Wky4oqXc2yPg/M3ArOUetTTuWbNQg0jSwNinIM8UgBNTRoBQIrS2wZCMda4jxDorbHdV5BJyK9H2ZHFUryxWdGVl+8KuE3F3MqkFJWZ4/ESyFD1HBBo24cAjFbmtaJJZT/aYkJjJw4H86u2uiQaloEc0BH2wXHlgeoI4H51186eqOBwcdzmUba42tg5r1/wCG8/8AaMJheNDdQYeK4XhiucEE9/x7V47LE8UjJICrKSpB7GvV/g8kkmpTNv8AkSIkqPXgc1pFXZlPSJ7JzRS0V0nKJSUtFACUUtJQAd6KKKQCUUtFACUUUUAFGKWjFACUUUUAFLSUtACUtFFAHiGr85XJPvVLwiM+N9M/66knH+6au61tVmC/dHT3qt4MGfG+ngdmY/8AjhpobPTtfACDnnmvNNXBEjZ7cfWvSde6A9sd6841YhnPPPvUlHAX3Oqg/wC0v86+m7sA2an/AGBivmS//wCQn143D+dfTV0wFlHyeUHT6VUhHJyj98/pk5yKwNYH7mQ9OCcV0Mq/vCQBwT3rB1lSbaQjqBz+VQhnm15zIc+tNhORj0p93/rSRz60yHtitUSdb4DwPFCA8ZgkB/SvYVwYB6gda8c8DHHimHjrFIP0FeypzEPp0qZAjEuQd7Nnj0rC1EEKe5J610FwPmPGPesHUMcgcY61JRH4R/5Haw/3n6f7jV6+B0ryLwnn/hNNP4/jb/0Bq9fFWSw7UlL2opCEoIyMUtJQBn3VnuuROqjMULBDjO3g9P0qzaxCG2hiXGBEo4HtVimhQqBV/h+7SSsVe4UlLRTJEopaTrQAhUMMEZBrgfiT4WOp6S1/b4Etqu4qF5Yd67+mTRJPDJDIMpIpU/Q1MldWKjLldz5QtLm50+5E9pPJBKvRo2INdvo/xQvLV1h1W3W6j/57R/K/4joayvF3hmfw9rDxOMxMSyHsRXJ3HBGD93p9K5ZR6M7Yze6PftM8X6Rqqf6NeIJO8UvyOPwP9KsXWpwwxl5Z440xnc7gCvnlrjcEyoyO4qO6ZpI0YsTgnGTmsXSTZuq1lse5HXba6i32kqzocgOh+U/jVR5jIcsa4rwFcedDdWZOdmJEHseDXZ+VxXPUjyysddOalG5E5zUWOatGPimLFzUo0GopqyinvSpHgVMq0yQReKlEQPalRBVqGPPaglsxdQ0tJVcFPlYYNcPLBdeH737VbqTbRyLJgHgEeterTRAwsT2FZ50mG4s/LkjVkdSCCOoNXCfK9TGcFJHityTNcyzMMiRixI5xk5r2X4R6esWnXN3gbiFjBHvyf6VxGs+CLrTHe509WmterRdWQe3qK9a+H8UMfhC1MQALlmf65/wrupNSlocFaPLHU6eiiiuo4xKKWkoAKSlooASilooASiiikAUUUUAFFFFABRRRQAUnelooAKKKKAPDNZOJDx9Kb4HO7xxY8f8APQ/+OGn60AJdoA4pPAYz44svZZf/AEA0Io9G8Q5Ax/Djj3rzfViDI/bn1r0fxERx64PU15xqZUs575zSH0OBvv8AkJcf3h/Ovpu6/wCPFPTb/SvmS+/5CJPT5h/Ovpu5/wCPGP8A65j+VVLYRyj5+b0zgj05rG1nH2WTgjjityVcSv0Pf2rE1sf6O+AcEelQtxnmV6CZWxxzTYeade/64/WmwVoSdR4J+XxXbZ7pIP8Ax2vZ0I8pc+nJzXi3gs48WWWScEOP/HDXs8Y/cKQB09KTBGXchQWI7GsPUQNmPU5rdujy4PTPWsHUMFGzz6VJQzwmpHjLTgegdv8A0Bq9dFeSeFf+Rz07v87f+gNXrlWSwoxRRikIMUlLRQAlJS0UAJiiiuW8R/EHw94Z3R3V3510P+Xe3+d/x7D8aEr7DOoorxHU/jpevldL0mGEf37h95/IYFc6/wAX/Fzz+YLuBf8AZWBcVfJID6QoNeG6Z8cr6GIrqWlRXL9nhk8v9MGpLv436pefuNK0WCKZujSSGTH4cD86XI1uFj13WtHtdc0yWyukUhx8r45Q9iK+avFPhnUfDWpSW91Cxj3kRygfLIPaulufFPxC1GHzYdahUn/ljbgIR+O3H61kXWj+MPEGw6tqbuqnKiSUsQfYDiuapKD6nTThUi7WORYhW549Kcx/d4688V3Nn4HijVRdStKR69TVm88N2khiSOPByFVVFc7qRT0OqNGTWpR+HFlJDLPduCFcBF/rXo4hBJIqnpmkpZWaRou0AcVqxoRjIrlqS55XOqmuWNioYB6Uzycdq0WiphiqTS5R2Yp6IScYqx5XtU0MPPShCbEig6Vbjix2qSOLAFJPJsYRRjdKw4HoPU1VjK+pBMhnlFunTrIfb0q0sPYDApLdFhTGck8sT3NTB1B60rIbIXhGKm024TTy0fljy3O47Rg59aTercAimso/GtITcXdEThGatI6GKWOZN0TBh7dqfXLCSSB98TlWHpVpfE9raQl9Tmjt41/5aucCu6niIy0e559XDShqtjeorjj8U/B6zNGdUbg43CByp+hxVqL4i+EZh8ut26/74Zf5iumzOY6aisOPxn4Zkxt16wOfWUCtG11bTb44tNQtJz6RzKT/ADpWYFs0UvTrSUhCUUtFACUUGloASjFFLQAlFFFABRS0lABRRS0AeF6z95vX2p3gIZ8cWZ9ElP8A44aTWi24ggDNS/DwZ8bQe0Mp/ShDZ3viU4IPPT0rzjUSu6T+tej+JcluOABXnOo4y/XmpKOBvv8Aj/b6ivp24UtpsRz0Qfyr5jv+b5uO4r6cuMDTYx32Dn8BVy2Ecs/+tOMnrkVkay3+iyDqdp5rYm6ndn8BWNqo/cSnP8B4qEM8vvceae3NNh9MGpLv/Wnn8aig6n61qiTpPBxx4tsCP7zD/wAcNe2xgGAdRgeleH+Ejt8WaaemZCP/AB017hCR5PTjFTIEZdym5m5I59Kw79ck8E8dc1v3KlXfIzzWFqBxExxt9qRRB4V48Yace5kP/oDV66K8h8MEDxhp3PWU/wDoJr1/0pksKQ07tSd6BCUUUUAJSU6svxFq6aD4evtTk5FvEWUerdAPzxTGeWfFP4j3NtdzeH9GmMRQbbq4Q/Nn+4p7e5rxcsSSSSSTkk96lubiS6uZbiZi0srl3Y9yTk1FXRFWQCE4FA4pOrU6mAV2/wAPvD/9p3MlxMD5IGCP7w9Pz/lXEqjOwVRlmOAPevoLwdog0jw/bxlcSMoZq48ZO0OVdTrwkLy5uxI+kW8ce1ECYHYVTl0aYLvhuCD6EcVvzcnGKckeVrybno3ONktNSTO4o/04pLVtuoW/nqyEBuD61232dWAyBWbfafCb22Yjgll6dTikyk7kkW1o8ggipkjDVGliYz8tWo0IHNSxWGmGmGIVZYjoKAny80wKvlc1MiqnJpXxGCzEAepqA7rkYTKx92I5P0poHqOluDu8uEBpP0X60Rwsg4yWPLMe9TwwIgAVQAKuRxDNOze4rpFLyHYdcVG1q3941rbABUMgp8olIyfKaNsg80peXtVtk56Vj+ItatvD2jy31xgkfLHHnmRz0A/z0qVFt2Q3NJXZieL/ABWPDtmFDLJfTD91F6D+83t/OvHNQ1K81W4M99cyTyH+8eB9B0FGpajc6rqE17dyb5pTknsB2A9hVSvbw+HjTjrueTWrOo/IKM4FFNPSugxF4pVcowZCVYcgjgimg5pTSA7Pw78TfEOgMkbXBvrQdYbkluPZuor2rwr470fxZEFtpPIvAMtaykbvqp/iH0r5hqSCeW2mSaGRo5UO5XU4IPqDUSimB9gUV5N4C+Kq3bR6X4ilCzkhYrw8K3oH9D716zWLTQBRRRSEFFFFABRRRQAUUUUAJS0UUAeFa0fnJzk+lWvhwufGan0t5Tn8qqayBvPsOtXvhoA3i9j1xayfzWhFM7jxJxJyMivN9QJJYn9K9F8Rv85B4IGK871AEM2e2cCkM4O9/wCP9/8AeFfTl1zpkeByUHH4V8x3o/09+P4hX09cD/iXRnOPkGPypy2Eco5ImI24zk5JzWRrGTbyemw1sTEhjk857DrWTq/NpL1+6TzUjPLbz/Wn61FB0qS7GXNRxD35rVEm74XOPFWmH/puB+hr3OD/AFXSvCvDZ2+J9M/6+Fr3a3IEWSPxqZAihdDBJAxzXP6kMLjrniugviNwAPT0rB1AjBJIJLY4qSit4aG3xZph/wCmw/8AQWr1/sK8h8PfL4r0sj/nso/Q168OgqiWLSUtJQIKQUtFACV5d8b9W+y+GLTTUbD3k+5h/sJz/MivUjXzr8aNU+2+N/sitmOygWPH+0fmP8xVQV5DPOaSloNdACAd6WigdaEB0PgrS/7W8WWVuy5jRvMf6CvoVsImBwPSvJvhFYZuL/UmXgYhQ/qf6V6o7ZryMXU5qjXY9PDw5aa8yIjc2cVKo/KmgU6uU3HZ44qG7RpYG2Y3r8y/UU8HnFPCEkHJGKTGtAtWSaFZB0YZx6VIQO1VCDZys2CYHOTgfcPr9DVgSxtGZFkUqOpBzSGxNvOaY8wUlF5fHApC0kn3AUX+8epoSNU4A/GgCMw7yGl+ds5x2H0qxGntUiJxTjgCnawXEUAHFSrIFGKgJOeKTmquKxZMuRUbNnNRkkDimkk0cxNhW6V4N4+8Rf29r7pDIWsrXMcIB4Y/xN+J/QV6B8R/FH9kaX/Z1q+L27UgkHmOPoT9T0H414oa9HBUfts4sVVv7iEooor0DiCmt0p1I3Sk9hoalONMSnmpWwxKQ0tNJoYhymvXvhj8RmSSHw/rU+YzhLS4c/dPZGPp6GvHqASDkHmpkk1YZ9j0VwPws8YN4i0M2V5Ju1CyAViesifwt9exrvqwasIKKKKBBRRRQAUUUUAAooooA8I1k4mb6VpfDJf+Kum56Wr/APoS1laxgzE4zz2FbHwuXPim8PpaH/0JaEUzrfEfMzf4151fhgznJ5JP0r0TxHjzZO/HSvO71SHb3BqRnD3YzfSH/ar6dmH/ABLo8HHyAfpXzJeD/TpMD+KvpyUbtOjHONg4/CrlsI5SbmUnjGTWVq64s5On3T0rTkGJG5xjOaztUGbWRs8bD/KoGeUXf3zj1pkPJqS8+/6io4hjpWiJNjw+QPEmm5/5+E/nXvEA/c49D37V4Lohx4g03/r5j/nXvcHEZGe5pSBFC8yJeOnesO7C7T35/Wt27A8/huT61i3nCkEc9yKkoqaIQPFOm46faEFeu15DpGB4p004/wCXiP8AnXr9USw7UlLSYoEFJTqSgBOByTgd6+RPE2oHVfFGqXxJImuXYH2zgfoBX1N4ovjpnhbVL0HBhtZGB98YH6mvkPdnr171pTXUYuKAKTcPqadWwCUdBmiup8C+HG17W0aVSbS2YPKf7x6hamc1CLkxxi5NJHqngbSf7I8LWkTriWRfNk+rc10fAzTlQKoA4HtS7a8GTu7s9lJJWQ3tTTn1p+KCKkdhFHc1JUYyKfmgLEqIrsokZkVjt3LziqNtDHaTz26lZCjZ80D72eamLSgkK4CnqCM0IgTLdWY5Y+ppCSaeo45JzTlGCKTcKCadymS7sfSmFs03cT3o6mncVhSaUUg5NHNIAYcCs3WtXt9D0qfULpsRxDhe7t2Ue5rQY4BJIA7knpXhnj7xV/wkGq/Z7ZydPtWIjx0kboX/AKD2+tbUKLqzt0Mq1VU436nO6tqlzrOpT3922ZpmyQOijso9gKo0Zor3UklZHkt3d2FBpaSgQUh6UtIelDGiMcNT6YeDTgazQwppFPph60MBKKWjoKQHS+ANbbQvGen3IbEUkgglHYq3H88H8K+osc4r44VijBlOGU5B96+tvD+oDVvD2nX4OftFujkj1xz+uazmJmjRS0nSoEFFFLQAlFLSUAFFFFAHg+r/AOt69/pWz8K/+Rjvj/06/wDs4rC1Y/vmyehrf+FI/wCJ/qHtbD/0OhbFM6XxGD5shz0GfrXnl6x3Pk816D4mGZmxnPpmvPrwZ3Dp15qRnFXJ/wBOf03jvX07IM2MfrsHX6V8w3H/AB/P/wBdBX0/Jj7FH/uj+VXIRyNyCjSBmwpJx3rM1T/jylHpGf5VpXBLylV5CkgnNZ2qE/ZpuufLYY/CoQzym7++RUcLDjtTrz/Wmoogetaok19HJ/tzTz/08x4/76Fe/W4GCO4JFfPmkEjWrDB6XEf/AKEK+grfcFJx3qZAijdgCbng1kXi5BPQ+ta9388xyOR1rJuh8h6Hr0qSjP0sAeJdNwePtUf/AKFXr9eRaaMeI9NyP+XqP/0KvX6oTEpKdTTQSFFFFAHDfFy8+yfDq/UHBneOEfi2T/KvmQjmvffjtOU8N6fAHIEl1kr64U/414H3ranqhiAc5p1JkZxS1ogHIjSOqICzMcADua988DaEui+H4UI/fS/PIfUmvJvA+nxX+vxiXnaRgfU8n8s/nX0BGgVRgYA4A9q87G1W37NHdhaenOxQKQ088nimN0rzmdglJxSZ5pM8+1IoU+tOA4pByKcKAExR3oJpvemAYxR2oNKBxSAVRxTscU1Tg80F+aYC0o96jmuIbaB555EiiQZZ3YAKPcmvL/FvxO8xXsvD7EA5V7wjH/fA/qfwrSlSnUdkjKpVjTV5Fz4leMEtrd9C0+XNzIMXTof9Wv8Adz6nv6CvISc9OlOd2dizMWZjlmJySabXtUaSpR5UeZVqOpK7ClpKXNamQvakNJnmloGJSGlooAibrQtKwpo61l1GSU09acOlNNNgJR1BoopANHWvoj4N6n9t8Di1Y5eynaLH+yfmH8zXzvXr3wJu2Go6xZ/wNDHL+IbH9aiWwHtlBoorMkSilpKACilpKACiiigDwLWCDO7AY56V0fwoH/E21JvS3Qf+PVzGq/6w5966z4Tj/TtUbHSKMfqaFsUbvifPmucnA9q88vMfPknnOK9C8SKDNISx4rz28K7WFIZxdx/x+vn/AJ6Cvp6fAsxwM7f6V8xS83r8/wDLQfzFfUE+PsQ3f3c5pyEcdKR5jkdazNTObSTcpzsbn14rTkDAOOBzxjms7VWJsJ8A5CsP0qVuM8mvP9axpkY9qddnMpz/APrqOM5BrVEmhpZxq9ngci4j/wDQhX0Jbt8p9Aa+eNOGNTtT2E8f/oQr6HtxkE4I5qZAijdjEpBZeeRWTc5A4Hfk5rXvAfOJ5rMuVyCecVJRm6eQfEmnYPAuo/8A0KvXq8h08BfEdhg9bmM9f9oV69VEsO1IaWkNAhKKKKAPJfjxbs+haZcAfLHcMp/Ff/rV4Ka+q/iLpKax4D1WEpukihM8fsyc/wAs18qda1p7WGA4FOo7UVqBb07UbnS72O7tX2SxnI9D7GvavCvxC07XI0trl1tL7p5ch+V/909/p1rwqlrGth41Vrua0q0qe2x9ShgTkUjHNeIeGviPqWjbLe+3X1kOPmb94g9j3+hr1vR/EGma/aibTrlZAB8yHh09iOorya1CdN6rQ9CnWjPbc0SM0bacoz0pcVhY3uR07oKdtOKa/HFADcilpmRThTAU0Aniq17qFnp0BmvbmK3jA+9I2P8A9dcFrfxWtIN0OjW7XDjjz5sqg+g6n9K0p0Z1PhRnOrCHxM9GmljghaWV0SNRlnc4A/GuG134oaVp4aLTUN/cDjcDtiB+vf8ACvLNZ8R6rr0m7ULySVR92IHai/RRxWVmvQpYGK1m7nFUxbekDY13xPqviKbdqFyWjBysCfLGv4d/qaxyaSiu6MVFWSORtt3YUUUUwCiijvQAtJRRQAUUUUANbpUdSNUZrOQx46UhpFNLQAho7Uh60VICV7L8CdObdrGpt9zCW6+5+8f6V40OtfRfwbtPs3gFJSMG4uZJPqBhR/KplsDO/opaSsyQooooAKQ0tJQAUUlFAHz5qRJdt3QV2XwnX99q7f7MQ/Vq4zUcs7E8mu3+Eox/a7f9cv8A2an0KNLxNnznwOAOmOvFefXf3Gr0LxLI3nuAa88vMLGc5NSM5FlP9olfWUfzFfT9wB9iIA7f0r5hXnVPrMv/AKEK+nrnDWxx6U5AjjJT++Zcc8Vn6qAbC4P/AEzPfrxWnLgXLkE4rO1dh9gnGOREf5GpW4Hkd3/rCffNRxnAycc+lPuupGaRMev5VqiS1ZkC9t/aVD/48K+iIQdjYJzmvnS3/wCPqLH99f5ivoy34UnGTmlIEVLoHzR6Y5NZd6Dzg8Aelal5kSkEDp0rMvQCpwagoybAD/hItPwOtzH/AOhCvX68hssnxBpxAxi4j/8AQhXrw6VQmLTTTqbQSFFFJQBFdRC4s54SARJGyEH3BFfGksflTyR/3GK/ka+uvE2uweG/D15qtxgrCnyJ/fc8Kv518jSuZZXkbq7Fjj3Oa1poYyiiithBRRRQAuantLy4sblLi0nkgmTo8bYIqvRQ0mrMd7Hqnhz4qDCW2vR4PQXUS8f8CX+or0my1C1v4BNaXEc8bDIaNtwr5jzU9rfXVjJ5lpczQP6xOV/lXFVwMJax0Oqni5R0lqfT24AVBKwALE4HcmvA08d+Jo4wi6vOR6sFJ/PFZl5rmqajxeajdTD+68hx+XSsfqE+rNfrkex7XqnjfQtJDLNerLKP+WUHzt+nA/OuH1f4q6hcBo9Kt0tEP/LWT53/AC6D9a89orpp4OnDV6mE8VUltoWby/u9RnM95cy3Ep/ikYn/APVVaiiupK2iOe4UdqKCaAEooooEFFFFAxKB1ooFSAtFJS0wEopaSgBDTDUlRtUMYgp1MpwpIANJSnpTaGAe9fVPgOz+weBNFgxhvsyu31b5v618t20LXNzFAoy0rqg+pOK+wbW3W1s4LZB8sMaxj8AB/Ss5CZLRRRUCEoopKACiiigBKKKKAPnrUfvsB0HFd38JRmDVjwPniH6NXB3xDMTXoPwojxpWquT964RfyX/69PoV1LXiZd0svYnivPL5dqEDBx3r0TxNzLJtBGRz7V53eSFkbgipGclFk6on/Xwv/oQr6guBugI5HB5r5htxu1eEdc3Kf+hivp+5OIiDnHPanIDjLknziQpGOcGqGqAnT7jP/PJv5GrtzgXDnOO+CapajzYz+0TfyqQPIbk4akTgYpbnh/xojOBnArUkkgOJ4yOm9f519HW4xGxx1r5xjP7xD/tD+dfRlrgRHjg470pAVrzmTnoRVC5U7Dmr92cSZPpxVC5bKYwMVBRk2q417T/X7SnH/AhXrgryW1T/AInun/8AXyn/AKEK9aHSqJYHpTaeabQISkpaQ4AJJwByT7UDPEfjprxe7sNBif5I1+0zAd2PCj8sn8a8brc8X6w2veLNT1EnKyzsE9kHC/oKw66YqyAKKKKoQUUUUAFFFFABRRRQMKKKKAFooooEFAoooADSUUUAFFFFAwpKKKTASiij0qQHUUgpaoAooopgJTGqSmt0qWBGBSigdaWoQwplPpp60MDo/AFh/aXjvR7cjK/aBIw9l+b+lfVHU14N8D9M+0eJb3UWX5bS32Kf9pzj+QNe81lLcTCkpaSpEJSGlpKACkoNFABSUUlAHz1fHk5GOeK9G+FI/wCJJqPvcj/0AV5vfn5zkGvSvhRj/hH79ietz/7IKfQZJ4mOJXAxyD0rzy9YEEAcDNeheKW2vIehx+FeeXJyjMT9OKko5azydat/e5T/ANDFfT9ySIzz0PYV8w6fzr1sB3uU6/74r6fuB+5bB5FOQjirs7ZHIGD7/WqGoFVsJyOf3Tfyq9eg+a5J4z6dKo6kp/s249PKbHHtUjPILjJfilTIFJP/AKwHNKpwPr3rUkeMAqcd6+i7Nj9nT3A7185/w/SvovTj/ocYyAfLXr9KUgIrviU9Onas+5XMZb0rQulJmORnHPQ1SuFBQjHbNQUZFpga5p+P+fiP/wBCFetDpXk1sf8AifaeO32mPn/gQr1oDimJgabTqaaZIlYvi+//ALL8H6veg4aK1fafcjA/U1t4rh/i5K0Pw21Lacb2iQ/QuKcdxnzHRQetFdIgooopgFFFFABRRRQAUUUUAFFFFAC0UUmaAFpKKKACiiigYUUUGkAlIaWkNJgFJ/EKM03PI+tSxkgpaaKWqQgpaSimAtIRRQaGBF3p2eaTvR3rMYMabStSdqTA+g/gpp32TwbNesMPeXLEH/ZUbR+ua9JrC8Gad/ZXgvSLPGGW2VmH+03zH+dbtZPcQlBooNIQlJS0lACUlLSUAJSGlNIaAPne+5dhivTfhSMeGr0/9PTf+grXl98cSsM16j8K+PC12cj/AI+n/wDQVp9Bh4vCrvPQkV53cn92fTpXoni0qA7HqK85uiTE3b8ako5vTQP+Eksx63cf/oYr6el/1DdevWvmDSzu8S2WO93H/wChivqCcHy2x705Ajh70/vnB55xVTUTu06fIGfKb+Rq3qDbbh8k5zxmql+T9hn4P+qbj8DUdR9Dx6bO+lXAHP4Ukx/e80L06cVsQSfwZxX0ZpeDZRHHWNSTnpxXzifumvozSDmwhJOT5Sj9BSkA28I80cnp2qhOcBhtJPvV+8OJefQA1n3G4RnsRUFGVbca/YZ7XUY/8eFetCvJIAf7dsSe9zHjj/aFet+v1qhMOopKWkNBIlcT8WoWn+G2qbf+WZjkP0Dj/Gu2rL8Sab/bHhnU9Pxk3Fs6L/vYyP1AprcZ8fnrQKGVlYqwww4I9DSCukBTRRRQAUUUUxBRRRQAUUUUAFFFFABRRRQAUUUUAFFFJQMKKKKTAKaaWkJqWAh6Unp9aCaQmpYyQUtApO9WIWiiimAUGikpARnrS0HrRUDEPWrel2xvdWs7UDJmnSP82AqpXU/Diz+3fEHRoiMqk/mt9FBb+lJgfUAURqEXhVG0D2HFLRRWJIUUUlABSUUUAJTacaTtQAlJS0hoA+cr8/vWGa9U+FYx4Qmbnm6kx+S15PfvlzwMmvWvhjgeBx73Ep/UU+hRX8XMWMiqMc85rzy8JCEdq7zxLlmly569K4S/IWNsYqRnM6Pz4nsB/wBPcX/oYr6jmP7twenNfLmhDd4p071+2Rf+hivp+6JWF2zinIRw18M3LDaMZPU9ar33FlPwR+6b8eDVi6O2dsnkn06VX1A5sZxgY8psevQ1PUfQ8fl4c/SkyeOtEmS5oBFakjzko3PY19D6JzYW+WHESZH4V87sf3TfSvoTQyDYW+eQIU5B/wBkUmCJb0DzcZHQHOapSA+WRnGR61avWJuyMg8DFVZAGUAEYB5xUDMuE41myBP/AC8R9f8AeFer56/WvKFH/E6sCP8An4T/ANCFerE9frVCYuaTNJmkoEOzR0P0puaXNAHy58TPD58PeN72JE221y32mA442tyR+ByK46vpb4r+EG8S+G/tNpHu1CwzJGAOZE/iX+o+lfNRBHXrXRB3QxBS0lLVAFFJRTAWijNJQAtFFFAgooooAKKKKAClpAeaU9KBiUlL2pKm4BSUUUABpppxph61LGIaQ9KWg9KhgSig0DpS1qthCCiiigApDS0lADD1opxppqGMSvSvglY/aPGU90RlbW0Y592IUf1rzWvcvgXppi0bU9SZf9fMsSH2UZP6molsB6xRQaKgkSiiikAlJSmkoAKQ0tJQAlBpaSgD5nvGy556mvX/AIYnb4HjJ6GaX+deOXmA59TXsnw5+X4f2rdy8p/8fNN7FIzPEDEGXKnHrnrXB3z/ALluuea7rXnDibOQR2zgGuB1FsxSHpgetShmH4cG7xXpgHe8j/8AQhX03dv+4bHJJr5l8LjPi7SQO95Hj/vqvpi8JFo2Op9qchHE3OBOzMSzEnpVfUXxZS4HSNgMnn7pqS42i52uBg5xk1DfsBp85RcAxt29jU9R9DyN+pP8qT5ehHT0oOSD3ppIzWpI458o+9fQPh4kaXbAkgCGP/0EV8+E4U/Q8V9AaC4axhwODEh/QUnsCLV0N08hxk8fhVV8KmcDGM4x0qa8OWJDHqBzVeVgI2AHPeoKMpT/AMTuxA6G4j/9CFesE5J+teSQkLrFkP8Ap6T8PmFesE8t9aaEx2aM03NBNMkXNGabmjNAD818s/ErR49E8d6jbwoEhkYTxqOgDjOPzzX1Jmvnv43qv/CY20g6tahT+DH/ABqoO0rFJHmXelpO9LXQISiiigAooopgLRSUtIAopM0tABSUUUAFKT2pKDQAlFFFIApKKKQCE02lJptSxi0H+tFNJqWMnFLSDBFLWyJCkIpe9FJgJRiiigBDTGp5ph61DGIAWICjJPAFfVngvRxoPhHTtP48xYg8v++3J/nj8K+cfBmmDVfFVlAwzEj+bJ/urz/PFe85XJxkfSsak7OxSg5I7PBowfSuNEhHSRhj/aNPFzOv3Zph/wADNZ+0Q/ZM600Vyov71Ol1Lj3OakXVr5f+W+f95AaPaIXspHS0hrAXXLodUif/AICR/Wpk1/8A56W3/fDf40+dC9nI2aBWfFrNlIfmdoj/ALa/1FXldZEDIysp6FTkVSaZLTW4uaTNGKKYj5hvGJc5r2r4fgD4e6fx1Ejf+PtXiF63zCvbfAZ/4t7pY9Y2OP8AgbUPYaMPX2VjMoOBu6etcFqLf6NJjOOtdrrj5eZt2ADyM1w2qEeQ+D9aQzP8Iru8ZaOOubyP+dfSd637gjpkda+bvBh/4rXRv+vtP519IXORb529BnrRIGcVd4F2R79Riq17tGm3AJJ/dvjnp8pqS6fN6QABjtnNR3qN/ZsuW6o/vng1PUZ5J1OMdqjHJ9KXdxk9xTPfrWqJHk5yOnFe9eG38zSrRsZ3QIenTgV4I5xj6V7f4TYnQrNv+nZP5UpDNe6YFuhz1qpK3B9+TzU8xfIAVSfrVaTIHIxkdagZlxZOt2gIwBcRkf8AfQr1gnk/WvJUYDWrAKTzcRnn/eFerk8n600Jjt3FG6mZpN1Mkk3UZqPNLuoAk3V88/GGXz9cs5ePmWTp6ZFe76ldi0sJZSecYX6mvn34nvuv9OU/eETsfxYf4VmpfvYxN4R/dykcEOtKaQdaWu5GIlFLRTAMUUUUAFFFFACUUUUAFFFFKwBSUvakpMApDS000gAmkJooNTcY2iiikAVqaDo8us6iIY42dI0MsgUfwisvFexfDfRv7M0Q38q4nvPmGeoQdPz61E3oM4/U9Ltr8eZaqkMwH3Rwrex9DXLyxSQytFKjI6nDKwwQa97vtC0vUnMk9qqzHrLEdjH6kdfxrlfFPgJruxSfTXeW7gTG2TG6VOwyOpHb8qmnU9mrSeho0qnwrU8rpKe8bxSNHIjJIhwysMFT6EU2urcxG0ZpaD0pDGk009aU001DA7j4fajYaIbzUL0OXkAhi2gHjq39K75PG+jSDJM6f7yD/GvObTTHi0+2QqM7A7eoJ559Ke8DI4RPnc+i5A964pu8mdkIWiro9FfxnoSjmWX/AL4pB4y0HbkSy/gleZTW80YMoXzI923IPU+oqrt3MWjIHtUqI3ZdD1b/AITfQiOJpD/wD/69NbxxoijPmSY/3a8tKM3LICfUVK6HyMKRn/aFPlQj0tvHOkDp5rf8BFV38e2Q/wBXazN9TXn0YfaNwQke9WElROoSi1gOyfxvLIP3Fgq+7tXUeDNbnu5rjzyoXYDtXpnNeZ2pluHVYYWcnsiE13vhjT7qyjlluUMZkACqev4+lON7k1bcp6Ct1Gf4hUglUjg1zXmMOhNOW6kX+KtrnJY+fr7huvevcfA/Hw40vkAGFuf+BNXhN+xLnnoa9x8HnZ8ONIOODB1z05NU9gOV1iUb5FBG1iTkd64zU3H2dxz0rqtWO2ZsY9D3rkdUb9w444FShlbwa2PGmjf9fkf86+krhgICBxgetfNPhBgnjDR2P/P5H/OvpO7JFqRz6USA4OebdetjOckcii5k32jht3CN2x2qCUs902TgA8Y7065YmzcnaP3bZ574qUM8oPA9cCmjoDkinHp74phGDnNaokU8jrmvafCLD+wrYkHHkIPpxXirYA4r2LwdIf7FgXt5KcmlLYZ0NwQwA6cVTkb922FJx04qxP6ZJz3NU5ZNkWCceue1QMzIXB16xGBn7TH/AOhCvWSeTXkcGDr2ntuxm6j4/wCBCvWGbk00Jjt1Gaj3cUbqZJJml3VFuqC8ufstq0n8XRfrSbsrsaTbsjI1q4Nxc+SDmOPj6mvEfifJnxHbxf8APO2H6sTXsBzgk8k8k+teG+Or1L7xdePGcrFthB91HP65rmwt51nI7q6UKSic4KWiivUOEKKKKBBRRRQAUUUUAFJS0lAwooopgBptKaSoYBSUtJSGJSGlpKkBKKDRjJpDNfw1oza5rttZDPlk75W/uoOT/h+Ne7DbGioihUUBVUdgOlcV8OdI+xaNJqUi4lvDhCe0Y/xP8q7EtWcndgSiQirkBD5PoAKzA2TV/Tjvtlf+8Sf1rlxPwnThF79zP8QeDNK8RpvuYjFdAYW5i4cfXsw+teZaz8Ntb0ws9sq30A7xcPj3U/0r2+M5OKlKAisaWIqU9E9DqqUIT1Z8uzwS28hjnieJx1WRSp/WoiPevpi9061u0KXNvFMp7SIG/nXG6n4K0OUkixSInqYiVrpjj19pHO8FJ/CzxY1paFo9xrWqQ28MLvHvBlcDhFzySe1drL4O0qN8rE5wejOSDXUeH7SO0tZViRUTIUKowKtYqM3aJE8NKEeaR5v44DaX4ieCxeSGHykcIrnAJznrXPJqV4VK/aJMHqN3X611HxFQHxPg97aP+Zrkhbyqu7YSvqKtW6mN2W5NZvjCEMx2r0A7V066A9xtkjS4LOFOQxHWuRhs5rjICELjJYiveNBEcug6dMqjLWyfmAP/AK9c2Jn7NJxOrDR57854xLFd2shBkcMpIIJ9DUrRzuSWkbgE810viO2WHWbxAOPPbA+ozVXajRgFRyCP0pqrdJjdKzaG+DrK3uvEcdtfxLPDIrYR84zjIP6V6lBoWkW+DFplop9fKB/nXmuhOtr4isph081AeOx4/rXrBPNaxd0c1VOLFRUiXbGioPRQB/KlLUzNITVGQ/NJmmZzRmgDwC+IycV7h4aby/hrpGB/y7Z4/GvC79juNe36DJ5fw10fsPsw/rVPYDi9RkEjsQScsT1rl9UYiGTJ5rorkgsxIGD6mub1dwYWxmhAUfDjbPEemt6XUXP/AAIV9MX7L9nI756g18yaEQuu6eSeBcxf+hivpbUsm2YEd6UhnCTEPdMxb+Ljmn3Py2cnYFG/l61AQPtbMcDk9PrU182bB88Yjbv14pIDyjIK5PNNYHpinjAjGe/pUZ/GrEIeB1zXq3hCY/2VaqOf3Iryk9OvTvXpPhFs2VqC+MxcDFD2A7OYh1LYG08dcYqjdErExJGCM8VM8m3ru7DrVe7wYc4JIrMZlWZH9vWBOc/aowPQ/MK9bY8mvJLBD/b1icYH2mMj/voV6wx61SExwPFJmmA0Zpkj881h6lcefdeWD8kXH1NaF7dfZbV5B97oo96woxxk8/1rlxNSy5UduEp3fOzL8S6uuiaDc3pI8xV2xD1c8D/H8K8BdmdmdySzHJJ7mu3+JWu/b9YXTIWzBZ/fx0aQ9fyHH51w1dWDpckLvdmeJqc87LZC0UUV1HMFFFFABRRRQAUUUUAFJS0hpjCiig9KQCGkpaQ1IB2pKU9KSkMSiiikA2r2kadLq2rW1hEPnnkCZ9B3P5Zqj3r0/wCEOh+dd3esyr8sI8mHP94/eP4D+dS3YZ30dqlrbx28SbYokCIPQAYFNKjBralhGOlUZIhnFZCuZzrhGPsa1LJAlrGOwUCqksQCZ96uwnEC/SuLEv3rHfhF7tyxG2Gq6gDLWejfODWhEykda5TqZFMuFrEvh8rYrcuGAFc/euArVLNIHP3AzIBWlaRmO1Ud2JP9Kz2xJcYH1reEGyNVx0AFdWFjdtnJjJWSieTfEVf+KkiJ72yfzasezUfZyetbvxKTb4gtT62o/wDQjWBZNmHaTgYzXZLY5KZagyPLC4IeM5/pXqHgiYXPhOyBOfLDJ+RP/wBavLdOO9myc4GB7V6H8OJQ2gzREcpMTj2OP/r1yYpe4dmH+IzvGUXl61K+CN4jf9MVjQNmJOPbNdN46izcwSdQ8BHP+ya5G3YhW56Nmppu8EXNe+Ojdo5lcdUKt+Rr17dvww/i5rx1zmSQDpjGa9Y0yT7RplnLnO+FD+ldVI4sQtmXMGk2mrUcORUggznitjmuUORQKumDHammD2oFc+br5sN6V7ZZN5Hwz0cHHNoD+leH375ZjXuciGP4b6Ug6i1jH5qKqQzhZmYggEgHBxXN6uT5DZNdJPg5JbkcVzGsN8hXJpIClo//ACF7L/r4j/8AQxX0vqRX7O3OOxr5n0YZ1ixH/TxH/wChivpbUhutnA4+tKQzgGbN+45xu79qkv2LWMmMZETckcng0yRCt+cZ3BuMjrRqLldOn+fK+U+Qe3FSB5l1UfSmMR+NSYwgYkAY6VG7KM81oIY3HHSvQvCUgOnW4OeFxn2zXnrEFBz0Ndv4VJ+zQgcnB4xnv1oewHbSbAQrHk88dqRssdh5B60kgxtJwCQMHnmlLeZ6g+tQMoWzqviGxjHP+lJz/wACFepEV5bAB/wklgRnBuY+fX5hXqTU1sJjaKBVe+uPsto8gPzdF+pobsrsSTbsjH1O58+8Ean5IuPqe9YfibW00DQZ7zI84jZCvq56fl1q8nLjPJ7+9eQePPEH9ta2YYXzaWmY48dGb+Jv6fhXFRh7ard7Hp1GqNOy3OVd2kkZ3Ys7EszHqSeppKKK9k8wM0CiigQUUUUgCiiigAooooAKSlNJTGFBopKTAKSlNJUgFJS0lIANJSmkpMYlfRvg7S/7F8J2FoVxIY/Nl/3m5P8AQV4T4V04at4n06zYZR5gX/3Ryf5V9H7vTj2rOTBjpGytUJD81WmPFVH61JJVvH2xj8TVq3O6FSOQelZOrzeXGcfwr/8AXrbsI9llCD12DNedVfNOR61BctOKJIoizjNaSIFXpUEIANWCeKwNGU7o8Gubv3O1s8DtW7eyVzGoSjcRmpN46Ih06ITX0S+rgf1NdTJFwTXPaGudTg/2QzfpXUStxXoYVe42eXjZXqJHjnxSTbrliembU/8AoZrlbb/V+nB6V2HxWA/tbTD/ANO7j/x6uQshlDkcVtPYikSacNrOTweRiu3+HM7M+ox54wrY/MVxtoFa4ZeM7s49sV03w6kKarcjtJE2B9DXNX1hI6aOkkdH42j321k5H8bIfxArz+BiCy+or0jxUok0XOOY5UI/HivNgCsjY7H+tY4Z3gbV9JIkcnzQfXt+Fen+EJPO8P2f+wGQ/gTXlzNl1/CvRfh7Jv0iaPPMU54+oBrrp7nFXXuncwoMVOEGKij6VMK6DjGmPNIYqlFLQB8oXh+c+uK99vOPA+nqF5W2j/8AQBXz7OdzE9zX0RqUMi+G7a1A3P5CqFA54UUMo80uHHzcGuY1U4U47811F8jJuVlGR78iuU1Q9frQg6kOhkf23YZ/5+Y//QhX0rqAJgYgAnPevmnQkZ9f09FGWNzGAP8AgQr6Xu1LIcZxjP4UpDPPpSU1Jhtweuc03VSv9mXJAG7yXyB24NSX+E1UrtOBj8aq6kcWtxHzgxNnA9qlAzztgfu5znFRMOGyeexqaIebKepAHNOmixnd/hWoikwwo5ru/CKMYIcHgr0rjngfy+hru/CSBIYgDhinak9hHVlXYDIHuetIUYkEZYDvUgLKgJJPUYpoYtkFsKMjk1BRnW5x4gsN2C32qMdf9oV6oeteUwMX8S6euACLqMnH+8K9VbvVdCWIOlYerz+bciFT8sQ5+prYmmEEEkrfwjP41zLsFjkmmcKOXdmPAHUmubETsuVdTrwsLvnfQ5Txtrv9jaKyRPi7usxx46qv8Tflx+NeOVseJ9abXdbmugT5C/JAp7IOn59ax67MNR9nCz3Mq9X2kr9AoooroMAoooNABRRRSAKKKKACiikpjCiiigApKWkqWAUlLSUgCkpaSkAU004000mM7f4VRI/i5nbrHbOy/Xgf1r2sHivBfh5efZPGtlk4WbdCf+BDj9cV7up496yluDFY8VXfrUxPFQyHaCx6AZNSJI53VWM9yIF53uF/UD+hrsY02oqjsK5fTIftOrB2HyxgN+PJ/rXWJya8xvS/c9lK2nZEqjABpJHIU464p3aq8z7VOTWZSM2+chPeuWvW3SH610F7Kdp5rmrg5l/GpRr0Nfw+P9Nc9kix+tb0jVjaApzcPjg4ArUkbnrXpYdWpo8fEu9VnmHxTAOoaUfWKQf+PCuNsn4xziuz+KLbbvSW6/LJ/MVxFu+CMj/OauY6exYhfbflscHjrW/4MmMGvR8YUllP0INc4/8ArEPfmt/w1xrMWO4Y/oTWU1eLRvB2aZ32uvFcaLeKrAsE3Y9MHP8ASvNkIZbleMgcV6PNbedBNzkTRH9RXmvMdz6ZFcmG2aOvELVD/KIKcg8gV3Pw4kxPqMHsj4/EiuKckAMPY11PgCbZ4mliPSWBv0IP+NdcH7xxVo+4z1NOBUmaiWng11HAPBpwpmaXNAHygqlrlAe7gfrX0fqZVIkkPHlpwM9eK+dbJvO1a0jUHa06D3PzCvofWmDWDgHOcjr0obKPL9RkDzSMR1JPPNclqGSSOtdFfOcspJ3H0rn79o0VmLjjjaOtCAseDIfO8a6OnUfaVY/hz/Svoh2IDdemMV8//DzM/jzTSQMIXbA9kNe7tJvZsEYzSkM4fU22auxJPJ4J7Vn6gxW3lLZx5bdR7Vr+ILdkuY3P3cjrXM+I7+Gzs5Vkkw0ilVXqScdqSA4aPVUiXAiYn1LYofWHf/lggAweprMpKdwsbA15yMNaxH6EivR/CIWW1hmVcq6ZwD0ryGus8JeLx4fWWK6ilnhODGEIyh5z17GgLHrxAC5CjLdz601kCJnZ1HXvXHS/E7R9g2Wl4TjoVUY/Ws+9+JyvBssNOIkP8UzcD8B/jSQHU2pMfijT+mPPjGB/vCvWW6mvnXwhca74o8b6aBK7iKdJ5FT5I0RSCScflX0VxtLE8Dmq2JZk6tLnZbg99zf0rzT4l699i01NIt3xNdDMuDysY/xP6Cu5v72KJLm+uGCQxqXYnsor581rVJda1e41CbOZW+Vf7q9h+Vc9CHtavO9kdtR+ypKC3ZQooor0zhDFFLSUAFFFFABRRRSAKKKKACkoopgFFFFIYGkpaShgFFFFSAlJS0hpAFNNOpp60mMtaZdGy1S1ulODDMj/AJGvpJXDDcuNp5H0NfMY619EeG7v7d4b025zkvbpn6gYP8qzmBq5qpqD+XZzNn+HA/HirQ61n6ySbeKJfvSSAflWNR2g2aUY3qJEmhRbbd5SPmkY/l/kVuoOM1SsoBDbxoP4Vq6Pu15r7HrLuKWqjcv1NWncAYrNum6jNQy4oy72XrWI2TJ0rTvGIJx0rPt42mnVByScChIqTsjpNLi8nT0PdyXNSO3NSlfLQIv3VAAqAnmvWiuWKR4Upc0mzzb4q9dLb/roP/Qa4ePHQfTmu6+Ko/caYxHR5B+grhIx83Xn0zSka0ywR/pCEEYwcV0XhHEniGzXH3mK8+4NcwzbZIyOeetdH4OJHiayOf8AloBj86ixpfRnomnvutIdwwwGw/gcV5nfL5V+V/uOy/ka9KhJRposf6udx+BOa8+8RJ5Ws3OM8TE/ng1wUNKkonoVdacZED4MY6da2PB04h8V6cc/fJQ/iCP8KxWH7g885FTaTcfZtVsrjP8AqpUb/wAerrjuck9U0e7A8U4GoycE4NKDXUecSZ4pwNRZpwagR8nwzyW08c8LlJI2Dow7EdDXTWvxB1+BWSe4S8iYcrOg/QjBrlKKDQ0r7Wbu/bLlYxzxGCM1m9TSUtAGho2sXehail9YlBOisoLruGCMHiuhX4l+IxjMls3PUwDn8q46igDvT8TLi5tjHfaZBLJwRJG5T8wc1x2p6jPqt9JdTn5mPCjoo7AVTooASilooABTsUgpwpoQbaM7RT1pGU4PFMD6W+HXh238NeG7d4lV7y8jSa4mI5ORkKPYA/nXS6hcCOxZV4Z/lFV9DXGhacPS1i/9AFVtWuFExDMFjiXLMe3cn8qwrS5YM0oR5po80+J+tfZtPg0eFsSXP7yXHaMdB+J/lXlVaniLVm1vXru/JOyR8Rj0QcKPy/nWXXXh6fs6aT3FWnzzbCiiitjEKKKKACiiigYUUUUCCikozSAKKKKACiiimAppKDQakYlFFFABSEUtFIBtIaWkNSMB1r234ZXS3Pg6OJmG63mePGe3UfzrxIdq9P8AhLdZXVLInkFJlH5qf6VM1oB6iAvqPzrNvlE2sWkQ5EaFz+JwP5VdUVXto9+pXE2OmEH4D/EmuOu7ROjCq9Q1IxgU5mwKReBTJCa889NEbvgGs64bOTVyVuDWbcsAKk0SMu8PNS6FAJdQDtgKgLc+tVLt8txWppEfl2jyY5c4H0FbUI3mjDFT5YM25I1IxvX86rmFc/eX86pSfSqxHzdK9I8dI4/4sx7LDTDkf61x+grzwYDLyeg/lXf/ABOX/iVWBHQTN/6DXArjdGD1wtSzopjJG2zIPfNdH4Lbd4lsBnrKP61zFxyQw6jitvw22zXbYjgCRcc+9J7DfU9Tu8wardR9N22QH6j/AOtXD+Lk2au5/vojj8sV1JkP9pR5JIeMqe/Sud8Xrk2sv96Nl/I//XrgS5a7O9Pmw6MMPmIHvgdTSDPVewBGKiiOYiOafA4OBnrXTsYXue+Wsiz2cEwYfvI1f8wDU4A/vCsDw1cG48Nac+efJCn6jj+la4J9TXStjzmrOxZAH94Uu0Z6iq4Y+ppwY+ppiPlDA9RS4HqPzr0wapfYHyWx9QbZM/y6Up1G8zlrfT29QbVf8Kdh8x5lgeoox9K9N+3SjDNYaa59Psif4U77ajddL0v8bJaLBzHmG3jNKEJ/xr077baA4Oj6S397/Qx/hSrdWLjP9g6OeO1tRYOY8w2ml8s45FemCfTSc/2DpP8A35IqTfpjL/yAdK9MeWaLBzHmOxvu9s9hSbPYmvUUXSf+hd00nucH/GpFj0bGG8P6bn6MB/OgOY8qEZ9DThEwK8cHmvWUtdAZRv8AD2nenDP/AI1Mtj4cA58O2Iz/ANNH/wAaAueSKmACe/Sn7IzE+Swftk9a9bGmeG+3h+zI9BI4/rU0Fj4cgJMXh6zDY4bzWz+pp3C56XpTCHw/ZSNwqWkZP4IK89+IWsPYeGZgGIuL5/KHqAeWP5cfjXeahMsejWscahRKiYUHooUGvEPibqZvPEMVmrZjtIgCP9tuT+mK52vaVox6LU6KfuUnPvocVRRRXpHKFFFKKAEoxS0UAFFFFACGkzSk0lABRRRQAUUUUgCiiigBD1opTSUWGFFFFIAoopKQAabS0UhiV2nwxuvI8YLCTgXEDp9SBuH8q4utbwxefYPFGmXJOFWdQfoTg/zqXsB9EL972pmnDMW8/wAbFvzNOlOyGUjspAqS3TbEq+gxXn4l6JHZg1q2WD0qKQj1qVR61XmPNcTO9Fec46Vl3TcGtCVs/hWReP154qTVGa+XkHc10UcYht44x/CvP1rGsIvOvUyDtHzH8K22OTk124WO8jzcbO7USJxkVVfg1caqk1dZxI4z4mDOiWR/6bn/ANBrz0HMq9OAO1eh/Ejnw7bH0uR/6Ca81VjvUA9hUm8dAY4CnPGa1fDz51a3f/pov8xWSynysdcGtLw+Qup246nev8xQ9gPSp22XFo/+0V+lZvitA2n28i9VlYfmP/rVfvBm3iYDkSD+Rqr4hUvobkf8s5VbP+frXDV92smd2HfNQaOJhbKn86RGKvjPQ80QAbmU+9MbCytuHvXSc3Q9f8CTeb4ZRc58uV1/DOf610w9q4f4bzbtPvoCfuSqwH1XH9K7eto7HJU+JjgadmmdqUGqIPN0iTBAxv6fMOlAsFYjAOPXFOWQxksF6DoVyKWG6l+XcGznsOMUxET2h6lRn6YqI2rYPygHrz2rbjuBtCOBk8jHNRsFIIVckjoeaLhYxfs5Un5T0PzdB+dLFalwWwgCdQ3GfYetaZQghW6dcEcU3YMHgfl2oCxlNZtnofTpg09Lccswzj8s+9aexR2xml2DPKjjrjtRcDNFsF6ZHPJI4qVLfkZHFWwofgfe7Y5pdwB5wCPxoAYkajGUB9zU6KQMKqDPfFIrjqKkEmcDrQBIpZyB1PTAAFT+RhDk4z+tVvOAPUfSprOSSe9iCk8HPFDdtRpXdjq7yYSSxgn93BCq5z6AZr511a8OoaxeXjHPnTMw+meP0xXu2sxXkmh3sVipe7khZYwOpbH/AOuvn90aNyjqVZTtKsMEH0NZ4NczlNnXifdUYdhtFFFd5xhS0UUAJS0UlABSUUUAFFFFABRRRQMKKKKQBRRRQIQ0UUUDCiiigApDS0GkwExSUtIalgNpQxUqynBHIPvSGjt+NJjPpDTLz+1fDthdqc/aI4y317/qK1lGAK4z4aXLXPgq1RxxBNIgOeozkfzrtF615OJfv2PSwsbQuKxwOtVpelTSHaKqu3BrnOpFSZ8Z44rHupAc1p3UgAIrGlYM+T2pWuym7I09Ji2QPKRyx2j6VcNc9/wmFjbgQrZ3RVBjcAuCfzph8b6cOtrd/kv/AMVXqU4csUjxas+abZ0TVVuAcGsf/hN9NP8Ay73Y/wCAL/jUMnjHTWH+rux9Yxz+tXYhMyPiD8/hyP2uF/ka82H+tT6CvQfEWtabq2kT2aCdXbDIzJxuHI7/AIV53ISJgOhGBSaNYvQec7ZPZqvaENur24znLrj/AL6FZ5YGN/c1paG0Nvq0M05YRRDd8q5JPYUvIpu2p6XcDdYP3K4b9aNVj87QLxR/zy3D8MGs5fEOmyQPEHl3MuBmM9a1h++sWjI+/Eyc+uK4cWrTiztwLvCUTzeM4un9+lNmAEgzxmkJ2XCn2xTrg9CO1dHW5g9jt/hpcf8AEwvIc/fgDfiG/wDr16TXjngrUYdN8QLLcOUiaN0JAJ68jgfSvSh4p0cf8vR/79P/AIVtDY5aq942wKdWKPFein/l7P8A36f/AAp48U6Kf+Xz/wAhP/hVmZybQO4wFYe3rQls2VPznH5CtxZVPHlp+VEjk9AB+FAjNWPHC4FNbJ7H8BVwAc5FPGDgFM/SgDNBLZDfKPRf8KarqN28EkcDHQ1piNXyMYpr2m45FAWKJYkAbdvGDzyfrSNjPAwPY1PJC0YBI7d+9Qkd8UAMO3GCoxnIFMOD9459qcev4038qYhysOgp/fg/hUSkg1JgigYhBJycGtjQLbEkkpHsKyBzgda6rS4fItIwepGT9TWNeXLBm+GhzVEaMQAkLnog/U1yXivwTZa20l1Hi3vT1lUcP/vDv9etdaMLFk/xEmosBkOeQDk5rbCx5YIyxVTmqO3Q8C1fw9qWiOReQHy84WZOUb8e341l4r6GngSVSksamNxlgy5GPQiuL1r4eWN3I8mnn7HL12dY/wAu34V13MVPueWUVrap4c1TSHP2m3LRj/lrH8yH8e341k0FhmkoooAKKKKACjFFFACUUUUAFFFFIAooooGJ2opaKAEopaMUAJRRRSYCUhpaQ1LGNpB0NLT7eF7m4jgjGXlYIo9ycVLA96+H9gLDwXYgjDzKZm+rHP8ALFdUvyrVe0t0tLKC2X7sUaoPwGKmPSvFqS5pNnswjyxUSOVqqySfL0qaUgCqNy5VCRUGhQu5Oveud1q8+y2TYOHk+UVr3MmX61xOuXRub8oG+SP5R9e9b4eHNO/Y5sXU5YW7meWz3P50hYjoDQqk96fs9xXpHkjMn0qNwxNWAg9aNq44oGZ0wIXPWsyW2MjljwT3BrcuEG2quwUikZRsn2nDfgRVyzt3RcMcmrGAMkCnRnDDigG2WIocYP8AOu702TdaxEnuK4hCa6rSJN9koB5UD+dcWNjeKZ35fL3mjidRj8i9lTHKSsP1qKU5UHtV7xFGY9XugenmBvwP/wCus0sDCOTnGKqGsUwnpJos6c+3UrY54LgH8eK6xovrXEQOUuIznG1v5EV3O4nmt4HHW3REIyD1qUR+9Ap4rQyR0UbgkVOemM1mLMM9fwqVpuO9IEWWC9jTSeQcVTM5zwaUXBzigZoxnnkYqUccg1Whlz1qxvBHT8qQCOisOaqS2oHIqdnHrUbTAdDTAz5ItvUVA3pV+U7xnFVPJdm4FAiBS2eKlDZ60G3kB5XFO8sgc9aAJrSPz7uOP1IzXZImMVz+hWwMjTEdOBXUwwPIhkVCQvJIHT61xV25TUEd+HSjBzZVnchsDovFKjkqAehFUUmWadmJ71aIwuAT6g+levGNlY8lyvJsY/EwGDjr+NRTMq5XOWI9aUAu4YdD2JpkzFnbAwOg96oRAUXJbIKnghv5Vz+reC9J1IGTyfssxP8ArIeAfqOhrofL3KAwGAeVJ6mpNoEYVeGJ+UdR+FOwJtHkmp+BNVsUMsAW6hHPycMB9K5mSJ4XKSIyOOqsMGvoEspOCAOwHTNZt/pdlqEfk3NvFOP9peR9D1pWZaqdzw2ivRtT+HUDgyafcmEn/lnL8w/PrXIaj4a1XTCTPau0Y/5aRjcKC00zIoo70UDA0lLRigBKKMUUAFFFHagAooopDCiiigApKWkoAKbTjTTUsY016F8KdCjvdVn1WeMOlphYgRx5h7/gP5157Xv3gHSTpXhOzjddss48+T1y3I/TFcuJnyw9TfDw5pnTnAxTHfikkfBxUMrHH1ryT1URSy5OKzbyQheKtSvg1m3TE8ZoGZOo3P2azklJ+bGF+tcXsLNuOSSc10GuzebOkK/dTk/WstYhXpUIckDyMTPnqMriMYp2wVP5YxwOaXyxxkVsYFXZ1ppUgYq55YHOKaV/OgDMmXI71X2c+lackfsDVfywSRigZUKAinJHyKs+V0/lipUgwwxQAxI66HRW/dtEccA9qyliPGMVf01jBdc8Z4479q5sWr02dWBlaqY/i5Nmps3TdErf5/KsNOYgfTNdJ4tTM9vJ/ejK/j/k1zMJ+QgH3rOg700dFZWqMYO3XvXeWZ8yzgfruRT+lcDkA/Q967fRpN2kWx64XH0wTXTDc46q0L+B3FOAXPFRbvwpwk9s1oYFxeccU5m2/Sp7ezYnkk1abT1ZeT7UgMzcM9qY7MOmKmuLHacgn8KoyGSIhTzTA0LecqPmIqSS+RBgsM1mQlpWxUsyRRDIA3dyaQEjXkkhGxePUmp7eaNTmY5+lZD3ABzk0w3bnOBTsB03221HQE/hUZ1GHPSsKNbmc/LjFXYtHupBzxSsFyefUlJwqVXF1uI4q0vh+Xj94KsWmgutzGXYFQcmk2krjSbdjd0yHyrSJSMMRk10unEuGhzhSM/WsqCMk4UZwM1p6eofJDDjr6iuKjedTmZ6FZKNPlRyt9ZzaRcdCY9/BGTx/hViOdZBuByD3HrXV31rHer5bEBjwM9/auG1KybRb5Vtg722cOAMhcn/AD9K9qElJeZ40ouLNAnaPYce9NZMN945Hr0JqNJo5IfkHGecmldg23aecciiwiDyzjjgqc1KGzg4O1uPQ08AsWYtyOOnem4d0PO0Ci4BKi53IOV4Wq54TgHDcLU0rgR4YYJ9BTGQ5HzAjsM00wAKzOEzkAADcakaLe+AQeD1pu0qu5jtYHGPSnow2DjAI7UAc7qHhjSdQLme1USH/lonynP1Fctqvw7e3jMtjeB/n2iOUe2fvCvSNytIAF/HpVXV3WPT1YgZEw4xjPy0W7DUmjx298Nazp6B59Pm8sjIeMbx+lZWRuK9COx4Ne9R3X+iW8jAvIR6dB6VS1jw/YajJCtxZxOXBYsVGfzqdTTnPEqK9AuvBmkzanPFB5sCRFUIjkyN5B4Gc+lQyfDlzIEgv3DeksP9Qaeo1NHC4pcV1k/w+1eIZjltpe/DEfzFUX8Ga2rACCJif+moFF0O6MCjFbTeE9ZV9rWqg/8AXQUn/CK6yelp/wCPCi6HdGNijFbX/CJ63jP2L/yIv+NMPhjWgcf2fIfoVP8AWldAZGKTFa48Ma2emnTH8v8AGlHhbWicGwdf951H9aTaGYtIa3B4U1clgbdF2jnMgP8ALNTReD79j+9aOMce5qW0Fyl4Y0d9d8RWdiFzGzhpT6IOT/h+NfRyKqIFUAADAA7CuO8B+GoNE097nyw1xcHHmH72wdvYZrsjwvNeTiqvPOy2R6eGp8sbvqV5cjc3aqjvxzVmQ/Kc1Sc5PArlOxIglYnJHSsq7l2Kztwqgk1p3BwvXtXN63PtiWFTy5yfpWtGHPJIxr1OSDZgys0szuerHJpNvtS444FLz716Z4wBc0EEd6cGwen50pwRQBGelMyB2qR1zURBxTAifHeojjPHWnuDjioipHJoATPOBT0fB96bt5p6xEmgCaNz6Vat5MXMZJwcj+dVVGO1Ek3lIJM4KnrWdaPNBo1w8uWqmWPFSZs7aQD7khB49R/9auMi+UuD24FdnrcwvNEduCVKuOf8+tcVGf37A9Oa5MNflsz0MT8dxoz5jdua7Hw8wbSsZ5VyK49zhz09a6vQBs0zJPDOT/SuuO5xVfhNVtw9DTd5U8jFLv57GnKqt1FaHOdUZo1b5SAKa12gH3qofY58nJQ/RjQdPuGB5T86QDprpCetUW3THCgkU9tOuF5lwo9qR38kbQePrTAYw8gerVUlZnPIqXBc7nbFO+VR8q5oAqeXnqKcsS96lcOR90ioiXHY8UAyVItrAq7KfY1bhuLqEDy7h/xFZwmYdulSpc9iaANmPWbxRh445B6jg1vabNJcWnnNFsJ6DOa41Jizqo7139nCIrKMEdFFc+Ido2XU6sLG87voSxMf7OyoBdzz6irHg5bltLmlvYmWV52Chh1UcD+tV7K+WNCdowmckclvatDStTe/S4VY/KlR9yqTnIp06kPZqC3FVpVFNzexHe3U1he72O+0+UScZaInpJ7qeh9CKvPax3trhSgDKeR/EPb1pJvs+o2sd7bgSxlG4H/LSM/eX6gj8CKpWkjadIsQYvbv88JP8Q9PYin7VwdyPZqcbdTlrq0udFudrBjbOTgEcIPSnxShunQ44xXT6rbpfWm5WG3+LIyw/OuTtJESQq5xtOBzz+NehTqKpG5wzpuDsX/uDIznHOen4UwtvJ3duvPQ1K7q0Y2AHIyfaozgodwU5HOKYB99d5bOOmaFU4AXdkDGCKbhduxDkD5jnj6UocnAdst14PT8aAI5FJwMk7TUuWEZIXBI249BTdpc/Kw3DHakYOz43eo4PBpgSKy4yTjPX3xUWpRxzW8UbhnVJfMlVR1GOBViHaWCjjnIpb8RWqbZ0Zlfady9B15NRJhFEFtqlnJKsRhaNsbVR1wBj3qtrV5cW8ttiBDI7MIwDkbcdaZp9ukls06iS46N1zlc4PXmnalGJ9QgmZxEsWY4weSQe+Pyo0THbQ57SlmzIXjYu04mYj1Axz7ZPWuoAw77CGG0Dg9ap6fpzLdyXMmRGwwqN94/WtCOMlmLABelW5LoSl3K4Yqm3bkZwTVd4SZckjA/zmtIxe4Xrg0wouw8kn0PXNAzOEP8e1sE9c+1TptVWJJyOenJ59KmeLdGPbkUxA7NuY4I6H1FFwJCAcHaSCeOKgmYEMAv4ge1WmTCZDjBIwAetMRF2hn3L9OtSxlRYlkBbZgEfmcU1kXDZHYYx61YDAL97JAPaq7SbmxtJ245K1LGV5TlsbeSOKitrUz3Swpy5IGc8gd6nkjLuCC2Rnrx+VbOg2G12uXyWPyrnsKxrT5IORtQp+0mom5bwLFGiAYVQAKdMRtIqUkACqdzKFzzXit31PcStoVpSCKpsfmOKsF9ygVCV5NIZRuG6561yGoP5t47ckA4ArqL99iu3oCfxrmJFbr1zXdhY6OR5+MnqolTt9007HHU/lUm7HbmlXnkgV1nEQ7eevNO2Z+tTbR12jpShB2xn6UgIQlBiBHvU2McEUFT2pgVWtgSTioWtsVcI+tGOP8A61AGcYMZ45pyowOKvEDPIowD2BoAqmIn1NRSQlgQcYIwQa0QAe3NRyqCvakM52S6Flm3lYvEVx0zx71iF1FxwQVPeuul0+KQksKpNo9oXyYs1CppNtGzryaSZgKjz3AjUZZh27V2NjZyJAiYKqBgCoLSyjtpMxRhfotdBAA0YOKpKxnOXMVkgI571KIyB05qzsAo2449Kog1wyrxu5+lOMhA+Td+FAKnkIAKXeOOPypDKsqvIOpyaqtYu5ya0zKoPCimPKSOKBGf9gC/e5pfJCjgAe9WtwNRnigZWKeuKjeIe1WtqnrTWXgnrQBReBTzVdoMdsVoMvpTGTimIrWcBa9hXOQXFd/fzSQWq+Xgcd65DTYc6hAF6FxXSeI5GhsSQjtxzs61yYh6o9DBLRsTSHZ7DzJSu9mY/L061iax4nvfD+oQT2rAor5eM9HXuM1r2h8qyiRVIAQcVxXjZRIyjPT5q5Yv3rnfKKaaPVdC1K2vlF7psvmWF83mL/07zfxIw7buv1+tXri1yzuNzW7nLDvC/wDeH9RXi3w6vrvTvESwpIwt5wyzQn7r8ZB+voa9yjlaSMSQnL44DdH9j6Guu6lozzJwdOV0VBmJDDKqup5B7MPasDVNBN5HJdW5jgmQEAY+U49a6hGjuIyIlHyn5oHGCp/pVZ0TcyIxR2GNj8fka0pOUJaPQxqRjOLutTz+z1OSXMUp2yKdrIeCP8frWmJAQybxkfpU/iDQ7aC3NwjFZouV2g5J9D7Vm2Mn2i0SQkqSmSCK9FNS1RxNNblvewGFxjPUUpyPuscGoWBRSUbGeAKXzlZlKkgjsDTsItjKhmyOR1NRoWwScbjxjvTXfIC7gSevvTWlcL9wAdietAEoYgqABjqfpVuR42hTzF4TDBvTnH9apGUdAOMfrTXlVbeVc7wEI/lUtXBaEy2cS2sBMhPJyynBbnpViGK2hJcoGbPJI5FQQlWtAI5Nyq2RkcjIpwVypJIOP4amxVx7ONzMB14x/hT45cbmAwd3f0qs5jVirAjHOKnjdJWPlyAr04/KmIjIVpAAfnzuzTGLFiAuRtz7mrLwZIO4grx/9em+UCAT948D2qriK7F8EjP9TR8+7lep4Oc4q0E8uFSzDgc4Gc1FIFbaytuI4xQMjO3GdvPt9aY678jGR/KrQQJnLZOe1V5ScbuRlev/ANalYCAIBLjA24bHOe1I8ewk/wCzjil/1jYODgkE49qltrSS+l2L8kSn5mPJxUSkoq7KhFzdkMtraS8mWNQ20cu54AFdDAiwqFUYUDAHtToLeK3jEUS4UfmT6mpCuOa8jEV3Ufkexh6KprzGs+FJrOmky55q1cn5OtZ0p965WzrSG7/np7YxUOdoz3pC5JAHWqirsmTSV2YmtzGNSmeWP8qwWl+U1e113+2jIOMcVkgM574r1KceWKR49WfPNskD7+gqVY8+1EUDDGBVlIT/ABHFaGZGIe4pCrLyQce1WwMDpx60jD1pDKe706UmMdBVh4TnqPxqEqRwTTEREHNAHHTj3qQrTc4FACAA8YOKXy+OPzpQRnmnAZ5oAjZf7wz71E4JHynI9DwaskehxUbAng/ypDINikfKSDTRFhun5VOVPpQEJ7fjQDGqgz938qvQjCdTVdAeMg49quR4wMjNADuT6H9KPx6+9KcYppNAjXBHToKQ471BuPpzTDJjv+tCGWCRURIzURkOeopQeOtADyaaeaAeeaTP+RQAHr1pDgjmjJ74pD+hoAjYD0/WmgcYpx56ikJGBQItaSNmpQk/3q6HXGDQohP32C/ma5iCQxXCOOxropYI7/yZiWZo2VgM8cVyYhapno4FqzRZeyaC3aUuCAQoXHNeW+Kbn7bros4mwMEH616T4h163srZFZuWbkAZ2+5rznVbEvfeZb/NnkMO/vWCSud6TcTX0OWK8vLWVUSO/tNscqr/AMtUHAce4716fZzmP3U9V9a8Lt4L2x1W3uEdwFkGW7jnmva7Rw8akH3om2pXRzzhpZmxJAlxieGXZKBgP/RhS/aGijH2uMcYw4XIzVaGQo24fiPWriAOMw4cdGjY9q3pzUvU45wcfQytXhik0yV94k9MHgVyaIY0wo4A49DgV13iHNtpWUXZzjArjlmLfMwBAAPuea9Sh8J51X4hzyqFOUyQOgP61FCd2SMBgMYNPLqYmzwf5VFHCAincRjkbh3rfoZDmik+VoyCMZINI1xIp4AXnGKcEkDFlYYIwcNUU5YKFkj3e6UgLMMhduB8yj5ge9DKUnVVIwwKlD7jj+lUY5PKlGCSi/N0PFFzO08RliBMy88D+VJoaNvTzvhk+RBlV4XuenSppYXZflJ4HJrA0HXLeWYqf3coJDxtxjPceozXSM7JubnHoD1rNblMpyB3kOAc8c+tEUSo5RgcjJ44461aUqxDDt2p0m13OCRxVXFYbFJlcBvY554oZZAylSrAHODTAxDk7hgc8Co2nIkyrgYAOD0NKz6DuPLS7SuV/EUiRE7fnQA88DpTUmjZid/B7U0uRJgZ2jNDuBJswXYsT+H6VWdiWUMRjbjNEssiY5PQ5HWs95+uc4BAGO9CAvwxtLMkcSYZuxPXjqa6K3iS3iEaAcdcd6p6VamCAPIoErjn1A7CtEDLdK8nFYjnlyrY9fC0OSPM92PUd+9NZuKUnHaoXbJriudaK9w+ATVBjuJzVu5fd8oqqwxxUmi2K0j/ADe9Z15cvEwCZLk5HtirMjZnbFZd/cNFdwsDwrKSPrwf511YeN5o5MVK1NljWLdJoIpsY5/nWYtvHxgYrcUpd2MiF8CM7dx9RWbPCbfGeh6Zr0Dy0M8oAcAfhTSMA0bwR700njrQMbmk3UMQWFMPPtSAduJ7cUxhn1NO78k0mcnA4FAETDAzTSVx0qUr3zxTGHNMCHA6gcU5ZOm7OPWlIIzTRnOec0xEnGM8VHnmkcnBxnPqKbksPuHHrSGSBsnrTlA65NCKmOc+1OAX3FADkU55JxVhRx61EgUmrAAxwD9aAG56/wBaD06U7j6UdV+tAhTNu6UgycZJryv/AIS7XP8An+/8hJ/8TS/8Jfrv/P8Af+QU/wDiaLjseqgU4nA615R/wmGvf8/3/kGP/wCJo/4TDXv+f/8A8gp/8TRcLHq+aCfevKP+Ex17/n//APIKf/E0v/CY69/z/wD/AJBT/wCJoCx6sSKaW/OvKv8AhMNe/wCf/wD8gp/8TR/wmOvf8/8A/wCQU/8AiaAsepscnH4UnbmvLf8AhL9dzn7d/wCQk/8AiaT/AIS/Xf8An+/8hJ/8TQFj1LPHStPTdRMLiNzx0BzXjX/CX67/AM/3/kJP/iaP+Ev13/n+/wDISf8AxNTKKkrMuEnB3R7TqulDVoXcMOB90dTWTY2fkuLeVgjKcIT91vb2NeaRePPEsP8Aq9TI/wC2MZ/9lqKbxnr8+fMvwc+kMY/ktc31d9Nj0VjYuOt7ntDWVrcReXsCSgYwe9b9gSsKKeoGDXz3/wAJx4jzn+0ef+uMf/xNTx/EXxXEMJquB/17xf8AxNE8O3axH1tNe8j6PjbtU8cuwZU7WPVvavm4fE3xgOmr/wDktD/8RSj4n+MR01j/AMlof/iKmNCcXdNESrwa2Z7X4pF480E7l1jY7V9FPbPpms24t7qC0MwxKU+8irkr/wDXryG5+I3iu7TZcaoJF9DbRf8AxNeuadBqsuh6bqVvdFpp7SGWVHACsSgJOB7mvRp1uVKM9DgnR5neGpWe53qQq4J+9njFTeauPUZHGelWre8t0unN/p8W7dyZPu7frUstlpmoM00UjwQ7+NjZ3epweldKknqjnaa0Zk3LqYWBj568fSqDJ5ZU72BIOCuc10V34dlaINptx9pxnKPhWJ64ArHksNSMatLYy/NkBcZIweeKd0KzM+4a4iG6O5c5OCODT0S8Mb7blFbHXZ0/CrpRSVingdT0XcMYqpqR+yabcSRxOhZggIHP1ouM871G4v3uSxuWEnmsuVODx06V3vgPxReX8jaRqGZpI0MkU2OcDqrVw16hjEPqxeTnqMnHP5V1vw706Rb+XVWfChDCi4656nNZ8tmXdWPQkOAcnbzz7ipiQOR6VWJYZYKeeOlSK7iNi0ec9Bjv3ptEIUFSQpIyM59azbtxFKAF3YXtzzVtjlcgc49elWLFo7e5w8QdZSvXqCO4pp2Bq5iSHMSERlkPtyDR9qZVVUIOeqk16BcQ2xVQUQBRzheee2PT1rDvtBgvoIpI8JICf3ioFL468CpVVN6lOm0jnklNyXSKJvMCklO/FWtM0yZb/ddwAKi70OfvHtx7U6DSXt72KZZZI2Rs7SNxIJ710M8iSurp0CAdMVhiqqhTaXU3wlLnqJsRWDPjvUgODUVtGWdm/CrLYHHevEPaZHJxVOVipqy5JOapSkk4pMpaEDvgF2qvI4SMuT1pbmTBC9hVW4Jdcn8BSG2QxD90znqT3rIvCk1zMhOAF25/D/GthyI7bn7o5rmnuFyzt6k5ruwkdWzz8bLRRNPzl/4R+5kTgmIvn3I/xFNjlN7pFtO2Q20A569KrWDyXVvJZBcxyNgMOwPP+Na91bJZWYhR8rxtB6iu1nAtzKKkDimNnHrU/PYUhTI96RRW5HrmkyO9SPHk9MVHtwOf5UAKOBSE44ppX370jHjIoADTd2BQCc+3rSMO3FAChh/9b1pOh4FM3dwufpTw3oDmmA0pk5HWnogyCQPoacACMnJNAU+wpAI/sOR2FIp55o54o2jqcA0IB4GR1bjpxUwHHDfrUIxjOVA+vNSDI5oAkGcdc/Wk3E/1puSen86XOT/jTEeK0UUVJYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX094YXPg7RPX7BB/wCi1r5hr6g8Lf8AInaJn/nwg/8ARa1z4jZHVht2WZreOZSJEVh7isyTSY+RE7xg9geK2m4qFxWMako/CzqlTjP4kZUSXtqw/eecFwV5wQQetWW1NodQuFaNvJkjMnmekmOn41MwqGRQRWyxVTrqYSwdN7aGH9rm1KxaMqi3Y4VZUyPfHvXLa1qF6t/baZja5UMRjJPXt+ddxKm1gycMOhHWnx6Zpr6gt+IQb64Ik3S4OzHGBnoa6aOLU9JaHJWwjhqtUeQS2V1qmqKiKyq+QjsONinBPua7bw/a+ROhkJIC+WAB0zzjj0xXUXEi2zywWccSHaTuEYJznp9OtU49OJ0m8vYzgpH5kSKOWbIJ+tdUaqehzSg0jTWXMuHyqgZx606S43rgNgfkDVMzb1jkA2gjOD2NJK/mxZjGQDyTVmTJHmUDd26jv+NSfPJdxRRDJLfn61UjZTJsZeSP61uaPCBctOB0UDPp70pOyGtSa01vSdWurvTg7R3ds2yRJBtJ47HuKmW0uY2Vob1WQZCROO3oDXFzMkXxJnCAgzQqWB655rt7eCEj5+OMZ9K832ic+VnpeytBSRBeRTbVeSIJID8z4yGHp7UkpEVtnvS3DuxSBmz8276/WopTuniiPG5xXLWd5WOvDwtG/cvwxiJAvfHNRykkkgdKmyC7A1DK6oCO5rB6GqIJHAUVUkbq3pVjYzAgVWu8QwAd2NSy0Zkx3yZ9ailJI9hU7IfvYHrUBHmKQKLFNGZrVw8OnkIrF3IUAfrWTZ6RcXLeZNwhOdmetbsmwjLgkoMgVchgdSkxZfJGQ35cV6VB8tM8rELnqiRRW9m8VuowuFBHYdzVHU5C10eu3sKtM3n3BlIAJqtqcf7yNuBlamlVc5tMVWlyRTKIOD1oLZPWl7YpvQ9fwrpOcXcfemkA9+KGcgZxTd2eoosAGPjH61DJGNvDGpvxpjH1oAhHC9c+1NIPHp71Oyeg5pu3J6mmIhKAHIHNIFIOT39amK54Az70m0gHGB9aAIwW3AcfSpRxjAJphHQ8UoJU55pDFY+oxSdT04oKsTz+dPAI6UAKpx0GfqKfnsFz9TSKffp3pw4+lABtUj3pNjryTxTgQAf60YwcjoaYWPFKKKKkoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6e8LMf+EP0T/rwg/wDRa18w17doPiu+tvD2mwJDbFY7WJASrZwEA/vVz4haI6MO7NnoT8nrULDpXIf8Jhf5/wBRa/8AfLf/ABVNbxdff8+9r/3y3/xVc6idnOdWwqJxXKN4svs/6i1/75b/AOKqNvFd7/zwtv8Avlv/AIqjlGpnTyDI96z5yQpAYgHsDWG/im8z/qLb8m/+KqrL4kumzmC3/Jv/AIqlylKRsvdMiyzSyPJKF2xoTxz1J+lb/haee78OslwyqsD7EkPUjHQ151PrdwwOYofyb/Gtzw74nuotLWIW1qUMjMQwc85H+1XTQbUkcuL5eTY6O4sL4vmCHch9Dz7nFVJEMKqvmJuVwh2tuIOM89ulRP4svJCUa1tCrMUPD9M9PvVUtvEc0buRY2fUtgq+Mnr/ABV6kZ33PJcTTtArTbixbDg56/8A666XR1Ty55FcbnbGO2Bx0/GuBPiGaNrl0s7RS0g4AfA47fNU1h4uvl1FlFva7Y4UCrh8DcOT97qairLQKaGxB/8AhYtzJKMEHaOc8Y4r0WA/JmvH77xBcL4qiuFt7dXdAzYDYJ9fvV1cfjG+8pV+zWmP91//AIqvIkvePZi/dR2M0SRKbiXgg5z7VjaVeNqmsy3EcbfZbdCocjhnPYfQVzGq+LL69vrexlhtxbyHDKm8ZGPXdmr0Hi26t7cQQ2NjHFGNqqqOAB/31RKNzZStE7EuFctzVBpjLMxUnC9a5O48Y35B/wBHtRx2D/8AxVUdJ8U3vnajI0UDfcwrb8Lx2G6seS4Kdj0SF+Kx9TmDSGNTk5/Kufk8X3ywMVt7UH2D/wDxVZ6+IboyFjFAT7hv8aFAftDsplVLMEkA461lxSx4kbeNoHJrntT8S3sgWMxwBfQBv8ait/EVwMp9mtipByCG/wDiqcYahKo1Fs6dId7ibBA8sh42PQ5oumVpNsTfKVAfngsO9c3B4luhK7eRbkshzkN/8VUQ8QXOf9Tb/k3+Nb1m0uVHJRS5nJnTRfepmpDKxN9a51PEl1x+4t/yb/4qpbnXbmWEboYPwDf40sOrTHiHeBbOB1phPWso6tP/AHI/yP8AjSDVZ+fkj/I/413nnmoSe/NNPHfNZf8AacxPKR/r/jTBq0+PuR9fQ/40AavXjpTs8cisdtVmz9yP8j/jTRqsxHKR/kf8aQGzk456DvQTjnrWOdVmx9yPr6H/ABpv9pzc/JH+v+NAG1nP+FNbaRWT/aswxhI/yP8AjSHVp8/cj/I/40DNdnLAU0c5yOKyxqk39yP8j/jSjVp+Rsjx9D/jQM1AvHXNKvLDJwKyhqs2P9XF09D/AI0q6nLk/u4/yP8AjQI1tpz94Uo+U5BNZA1SbH+ri/I/40n9qTcfJH+R/wAaANok9MUgJHeshdWn5+SP8j/jR/as39yP8j/jQB//2Q==", "path": "029663.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029664
Women Tops & Tunics
{ "bytes": 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", "path": "029664.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029665
Women Tops & Tunics
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"path": "029665.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029666
Women Tops & Tunics
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", "path": "029666.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029667
Women Tops & Tunics
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"path": "029667.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029668
Women Tops & Tunics
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", "path": "029668.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029669
Women Tops & Tunics
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", "path": "029669.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029670
Women Tops & Tunics
{ "bytes": 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a3PN/HdyFspBnGcDrXmYAJODz2rq/HN+Li/S2Vvu/Mw9z0rlVUj65xivUw8eWCPIxcuaoaMZMttk/eXp9O9Pick7RkE9D7022PlAE9Dg/gev9Ka6eTcFMkBeR9K1ZkeueGr77bpEbHO5flOa6CE4xXDeBp08qaINkHBrtYzisWrM4pq0ma8EnStOCXpWDDJitCCbpQQbscmRUm7NUIZM96tocigQrDNROlWQM0xlpAVcYpyGlYVGGwaBFpXqQSVT34o82mKxeEhpfMqj51KJuaAseUWI/4l9t/wBcU/kKsVBY/wDIPtv+uKfyFT0nuaMWlpKWkIBS0UUAFLSUtABRRRQAUtJSigApaSloGFKKSloAKWkpaAFooFFAC0UUUALRRRQIKXtSUEhVJJwBQBBe3C21s0jdhwPU+lcBfTtNcNlgSck1t65fNPIUXPlp/n865liEDO7YYnp3paHrYak6cLvdklxcYtY25+X1rsPhb4kt7aa90q7mREdhJDu7seCB715zdXZZRGnQcD/69bXg+1jHiOJZMFhC5HqGI/n1onFOFmbKpyPmPfHks7+2kiVo5lZTlSeorndUbzIhECOQq4HoKwJLu40G6gnhbzFuZBBh8ZUnvx14rSac3ExOc8150k47noUpxmuaJLCu0gDpVxOvFVVHC1aiGSKaN+hpWqnK8VqiNXiwwyp7Gs62GCK1YVJQjPWqijmmcPrnhGzuLxrjygSw+UHuf7pNcbf+BpLQvHatJAlyCssDMSgA5yD3A/P0r2V4gRtJPvxmqMllMhPluCvowreFWUdDGVOE1qjyTW/C+laVp1vd6NfmWe3RTMp4ZxnlsHoeeK7PS3E2lxB5PNIHD4+8Oxq9qeiNcDLQRnIwOM1JpGgx2kAhVnKR5CA84BOcH6ZNFSfMiqUY0/QqW1osN6soU/LwK6FSSgzVeC2BuAuO9aN3GtsvJ5xXK7vU3k0rWKpcCkeZRgZrndR18QSMka73A4C1zN34j1WORpAIz7K2SPwpxhKWxMmo7s9BklUjAzXP+IdQW2tnY8BVJP0rjT441KBv3iIR7rWX4k8YNqekyW3lCORiASO4reNCXMrmMq8OVtM428uJL28muZOsjZqMZ2r60L0AI4p2MACvTR5Lu9WX4cG2iIPJBQ+/+eKfNmSBJAPmT5G+gqrCSIdvccj2q7C6u7Rnjev6igZteENQ+zaokTNhWOM/WvU1OQCO9eFQytb3CtkhlbmvZdDvk1DSoZlIJK4b61lUXU56y6msjYNW4ZTkc1RFWIjzUHObdtLnFacL8VhQyYxWjDL70xGqrCkfkVXSWpN+RQBE9VmbFWZGFUpWxSAGlx3qIz+9QSSVUklOetAGmJ896kWWsRbgq3Wrkc+4DmgDhbH/AJB9t/1xT/0EVYqtY/8AIPtv+uKf+girND3KYCloopCFopKWgApaQUtABRRRQAUtIKWmMWlpKWkAUUUUALRRRQAooooFAC0UUYoAKWgU2SRIkLuwVVGSTQIcSACTwBWLeavE0nlJhl789aydX8QmeQ21uTt9F6n61Tgsp41FxcuLcE/dPLH09h+JpNHoYbD8r5pmjqWxbNSsaLvJbAOSfc+lcXeykuVGSc9B/Wt+5mYpm6mwW+7HH1P0ArFmsiwMm3ZHnhc/MfrSiu52yk2iC2tg0Rlbkn7profCageJTIcBVUqOfYCs8oLe3jGM4XJ/CtPwTp0mralIsb7WjBdiO/tTqO0RRjzaHT68Q5sIyek+8fgDWjaj5s1Q1u0+y6rZWxBJWIyEFs9Tj+VaNqvyiuCpK+p3YWHLBI0F5Aq1C2WAqtHwBkVai6g1lzHSjWtRkity3jUpwK52CTAA9614LsouMjFa05pbnPUi3sWZIRuzURRaR7kHvUDzj1q3PsZKDHsEY4A5pWXZGfXHFMikiHJYZpJJQ3Q1LnoUou5UhXbcpkck1F4kufIs3fnJ4X61et4w8+49F5rI1hxPqFvbsfl3bzQvhLd7nlOr6Lq+pSO8Uqx26EZjJ5kb1PY89jWbZeGlnub64u7r7GsYJRQQrM56bVHYV7O1jENwVflbqDXM63oUTRuwtEOf4geBXTCtZWOadDmbdzye21WcTtb3eJYx8oLLzx3qlq0yT3AaFAkPAGO/vWz4mtl0oRxgDz5myc9gK5qSVpZMtziuyFmrnDUvF8rEGMCpcDC564pqoSFx3/SpzGOfRRVmYyFsFgehqVWIYOO3p2qunyuM9+eakc4Cn04PvQwJrogyBh0cY/LpXZeA9X8u4aylOFk5XJ71xxXzIO3A4pbG7ezuop1OGRgah6oJRurHuwqRTg1Q029j1DT4bqP7sig/jVwGsTgLccp9avwy8Vjg1bhlPrTA2o5qm86stJak873oEXWmqrLJURl96gkloAZLJzVVmzTnfJqEmgAqWOTbUVGcUBY5mw/5B1r/ANcU/kKs1Xsf+Qfbf9cU/wDQRVih7jYClpKKQhaWkpaAAUtFFABRRS0wAUUUtABS0lLSAKWkpaAClpKWgYUopKWgApaSloAK43xNrM01wmnWPzO3XHX6/Sup1Cf7PYTSg4IXg+/Sub8NaSLkPqFyMmU5GT1Gen0/nVLua0rR999CrpPh+6aAMAmXOS7dMjv6t9On1rTutKhsrbzrhjdXPCq0v3QfZeldKAABgAAdMVzXiK+QusEfzOOuPWpk9DejOdSpqc+QrTOR27+tPlRJLZQvPTLVTNwGbyoiAoGM9f8A9dWJpNsPX5MY6elJbHoFG8dsYX7zcD2FavgHUYrHVbwPIq7kATd0JB/+vWLeNlzwQWxn2X0rMsbd7rU4o4yymR8Ag803Hmi0VCbhJNI9Tvbtr/xHK7AgxRIh5z/nrWxb9BisBNOfSp4S5ZjNHyWPJIrbt2yM15rWlj0omqg7elWQDiqtvzjNXB04rI0YolWP7zYqVdRQcA5rI1bzI7OeZAWaJC4UdTjtWTo3iO1OxL+Ga1kdQy+avBB9DWkYNq5m2nodh9seQ7YwWPsKZcLMsZkdyFHXFW7Ge3uEzC6OD2U1clt0mtnhcfK4x0qlEzcrMq2MWY885PJp5BEpA6VhjV5tIl+z38Loi8LOg3K3v6itm0u4bgqwdSG5DZ6ikPW9zQj2xW7E8EiuYybjW5ZP7g210t8VVVVCDxWHaojXc7DrvqpPsRHa5cfhKzb5j9nbitOQccVhazcLb2rszYABJP0oTu7DtbU8b8c3H2jxIY158uML9O9c/HCWbgVsyRveXk99ITulkLD8elKtmWlWND83f3zXsQVopHjTd5NlKOAmNpCNuAFA/rUiW5II45bbzWr9mAhnwARHtUH6UohJVcqQSc+2aGxWOfuoxHeSKMYU7R+FM+8PwrQ1CIGYyIo2gDJFUEGQPqRRcLD4ZSvHGCc0+SPa7MAdhXOKr4CsfSr1oyyfu3zg8celR1KWp3Xw91EyWk9g7ZMR3J9DXbivH/C101h4ngw2UJMbe6mvXxUPc4q8eWY+nq3NRZpwNIxLaS1J5vvVIEg08PQBZMnFRM+aj3U3NACsc0w0pNJQAmaKKKQHOWP/ACD7b/rin/oIqxVax/5B9t/1xT+Qqxmm9wYtLSUtIQUtJSigBRRSUtABS0lLQAUtJS0AFLSUtAwpaSloAKWkpaAClpKWgApaSloAzNfJ/siVR1bAqfSIfs+k2sXHyxgVBr2P7NK92YAexqrqGsx21uIoTlQu3eP4u2B/jTvZG0ISnFRiTaxq62sTRxsC544/pXCXlxNMXjj5LH52zjPsPSrVxLcTs0ki4zwMnCqPSooxGuQpErn+6MKDU7no0qSpqxXghEEW9yNx/wA8VNMfKhEsx2k8qmeg9TVh7c24E9xgk/cUVmTuZX8yU5PXb1/WqNStOxdWbJ+bp7Zrf8Had5+t2zsp2jc35ViRxPNMqgbiTwB3NeoeFdI+x3ChlG9I+T7k1lWnyxsaUoczuzc1ywNxpKzIvzwYP4d6xLOXJAzx6V3Uaq8TxsAQwIINcHe2p03UXT+DOF/pXCd0Wb1u2QKuoeBWZZOGjBzWjH/Ks2tTRlpIFl+8MqeCPUVjtpdrJLJp93GPMB2WszHhSTnB9ua3bY88dKNSt1lIbAO4bT/St6MrGWjdmc9N4W1LSb6Y6aZJ4o1DHBwfw9fpWhp3ih9uycb2HDK3BFa2m6s2nqYb5pJQ74SXGcDphvpUl94TsNTkSa2kMJwS0incW9K6eRSV0R7a3u1V8zPvZbbUYSIiCe6HqK5mwmj0u8miefy1J3Ip6Z7kelWr/RtU0+6lWKF7hIuTNGccfj3rlNV1VnUtcqoAwMyLt69OawdJ3N/cavFnczeKLZIgu5ZJCOApzUWnXnzbyfvZJrgNLvYbu6ENujyOOWKcqv1NdpbxNHGMjB7monHlepKSa0Oja5QRlia87+IWupBpxt0YebOdgA7Dua0tX1v7DaTnJkaKJpig67Rgf1FeN6pqlxq9+bm4bk8Ko6KPQVvhqLlLmexyYqsqceVbs00vCxiCKBtbtVhZ9jhwxGXHzHtxWJA5DL2NWHkO7GT1rvZ5iWh0Cz7oJ0AyvX8RjFSTHZb7w3zbgQPw5rNhkItyozlhj9DVxm3WquwyMA4/Q1HN0NuTQpTqGWTnhuevrWSEKsQRWsdwlVCBycYqaXTw7FU75IP0FNMhxMFhhivc81LCShV8ng5qWW3bAkA65p6wExMcEYxn2oYRWpZA8jWIZFHSRWOOOtexW774EPtXjssZSG3k3qS6Hp2weK9X0Wfz9KgcnJ2jn8KhmOLjomaAp2abS0mcI4GlzTKXNAD80mabRQApNFJRQAUUUUAc3Y/8g+2/65J/IVZqtY/8g+2/64p/6CKs0PcGLRRRQIWiiigBaWkpaYBS0lFIBaWkpaACloooAWiiigYtFFFAAKWoLi6W3GMBmxnG4AD3JPSucvtQkndlk1uC2QcGO0RpW/Pp+tM1p0Zz2OneaKIZkkRf944qrLqtrEM+YG+neuOkjgmDmxi1O9kQZeWQZH1wucVlSyXZfBjkTP8ACykZpM6oYRbyZ0uq6sL0ABlWNecMcVz9zc+YP9c0j/kKjGm38zgvFtH95mxV0eGw67nvWHqFx/jUO3VndCnZWijMGGOZJAMepya0Le58tP8ARovmxjzGGfypx8PwQYzcyH6gUhWK3QrGxbtyafOkPka3IbjcX3yuzHGeuSfx7CqUrKowfvHqBzU0z4YA5Zz0XrW54a8LvqNwLi7GyEHO3+9SlOy1KjTcnoXPBvh95ZRf3SYA5RTXpFjbeXKXI7YzjrSWVisQVEQBQOBjpWqIgF5riqTcmdUUoqyETC/XtWH4kshPD5qgZHtW7jFQ3KLLEykcEYqLlR0dzitKuv3nlOcMOK6OE+veuU1O2ksrwSxjGDke9bWm6gtxArg89CPepab1NdzpLZMjA61YliEke01BYSKcEmtMR71q4K5jN2kc9NM1uzxzJ5sMo5GOVPqKowand6aH+ySAIxztZcgn1xW/eWwkXDrXP3dg6fc+Ydga1U7G8HCStJXLc3jKZbQJJYh3I+ba/wAp9Se9cH4juZ/Ed9BFPDGkSNuWKP8AiY9Wb8OBWvdxzqpzHye5pmm6b5Aa6nAM7nAHoPQVp7ZidOlDVIm0rS4tOgCRIoIGSR61m+JvFdtocPlR4kuWHypnp7mquu+J2UPYaOEnu+Q7hxhPpnrXFroTyXQuNe1GK0RjlwHEszD/AGUU/wAyBV0qLk+aocdfEcq5aZMl7dSeHdZ1e8lcvelbOHP8RyHfHsAB+dcqPvA9K3/Eerxam8NvYW5ttMtF8u2h3ZIHd2Pd2PJP4dqxAnvXdFWWh5Um27smi4bNTAlyeKhQY61YiH75SehqZM0gjatIQdElnP3kkFSxtmy24+5k/gajsTi0kts8O+cH0qa3UNG24f7JrnXxHT0Kk4CyJJ1UgGrqN8iozgspII9BVSeMsCMcdqmgky4kPRxgH3HUVoZ2LM9osduj7ep5UGq0aLBdgsMow2uPatScbEiV2BEsQYEHvyP5iqk8JkQyFQVA5479KLisNuLNRYMAuWil3AjupHI/T9a7DwhNu0wRFiWj+Xntjp+mKw9ELTWcsFx2IjVz0bI4z71c8PB9O1F7ZuAeQPccH9Oaz1T1JxEOenp0O0oooqjyRaUUlFMBaKSloAKKKBSAKKKKAObsf+Qfbf8AXFP/AEEVZFVrH/kH23/XJP8A0EVYoe4MWlpBS0CFoFFLQAUtJS0wClopaQBRS0UAFLikrQ03TJNQmwMrEv3n/oKC4QlOXLHcoUtdvb6XaW6hUgXP95hk1YMMA4Maf98ii56UcslbWRwPFUNV1JNOtw23fK/CIOpr0h7O0kPzW8Z/4DVW48P6PeK0c+m28m4YJIOcfUHIoTBZbJPV3R4c10dQu9jRXOp6hIx8uygzsX3Yjk49B07mu68M/D25nP2zxPHEqdYtPhICD3kK9fpn612nh/wzpfhu1aDTbcIXJZ5G5dsnoT6Dpitcqf4qbl2O2lQtv9xDDBFaxLDbRJFGowFjUKB+ApZEhmG2aJJB6MoYfrUwQUFBUnTY5zU/Buk6khMaG2k/vQ9PxU8fyri774falbSnyrlHizkOIwfzHavVcYpc9jUtXDlR5GPBmoMv/Hxbs2P4oc1XPgTVJGxNdoF/6ZIF/XFetzWaMSyYB647Gq+wK21hg+9c8pVIbisjgtL8EW1pJulXe+euM5/E11tnpqW6AKoAHQVfMIPIpy8cVjJuW4AkQWnsMLSjgZpD0qbBchY1FIeKlf71QynCnPSpLRganCs24MvfiuZV5NPuSw+6eoFdTcvmUisi8gEgJq4voao1tI1NZlwGBOa6uG4+VSGxkc15SjyWUvmRtgDtXW6L4htr1GiEql0wGGeQferScdUROKZ1Fw6nGCKoyEH0pofeMg4qO4mEa4JAqGriSsZt4qOxz0HNeaeNfFsgmfTLCTZtBWaRT/46D/M10PjDxNFplkyQuDdSjEag9P8Aa+gryDDO5dySxOSTXbhaH25HDi8Q0uSAsEe47j8w9KkgjzIVxk5q7plk9yMIuXyTj6DNOtYw93IwHTn6V3SehwRRBJbssCPjgsRUSxfOPQ8GtG6Umz8vsr7vzp0Nsphb+9gEfhUXKsZyRkHn8atRxZK+xqy1ttzlflp6QhJFyCexNZyeptDYms2RbmTJyEB/lxVwKY4UkH3ZFwR6H1rMiIiupN3QkDFady4zHbg/dGaz6my2I0IfG7+Id6fFbsY2gBXuybjgZxz+Y4qGNjK6BDlt2Cvp7/StS4tWhTI4aiUhRi2U2lM+nRPyZISwbnt1Gas2swms3/vDBx/OotUtRbyRSRMq294oKgdVOBkH8agtWEJmB4+QkfWqT0JSOr8OW0c6XsMg3JIoz+ZqO5WS1uRFJxPEQyt/fUd6PB94ss1wpIHyL+HJroNX01dQtNq4EyfNG3v6fQ0pK5ye25KrT2ZZs51uLZHU54wanrldB1Jre7ks7kbPm2kH+Fv8D611VNHJWp8s/IKWkopmQtFJS0gFpO9FFAC0UUUAc3Y/8eFt/wBcU/kKs1Xsf+Qfbf8AXFP/AEEVYpvcGKKWkpaQgpaKKAFpRSUtABS0naloAWiilFAEttA11cxwp1c4ru7e3jtLdIYlAVR+dc74Ytt9zLcHog2j6munINJnt5fSUafO92RtnOaMU/FLt5oPSGBc9qlVcUAYpaACiik70ALQaKKAG45pKU0lAADimvEsg5FOo6Umk9wKTxvEeeV9aawz0rQOCKhaAHleD6Vzzo9YktFZcgYNJnaeae+UbDCo35GRXO7oRG7daqzPlTUzZzVafIRsCoZcTGmJ881Qu2KAkc+lXJXJmb2rJ1SURxMScYq4ItuxzGv6obWBscMeF9c1w1nq97p199rtp2SbOSfX6jvWnf3x1C+uVX7oU+Xn1HNYLqd24jG75q9ajTUY2Z4+IrSnPR7He2nxSvY4gk9kkhHVlcjP4VVv/iRqV2pW3t44Cf4iS5H58VxaDLCpFUB+elP2FNO6Rm8TWta5LNNNeztNPI8kj8szHJNPRNoU/hT/ACtpwOlOzh8Y61psZ6vc3/DMW28i3chnKn6EYqrFEINRvkwQEJAH0PFa/hqIPNcoP4Yy4Hc9MGodShMfiLUMn5ZCCo+ozWbeo4/FYyZgfPjXHPH481LK4t7lVxxxmgHfqFugGSQMj8arX8vmXbYH8XGenFI15WamY2iIYDg4Oe49aWNM7kbG5cA47jsazZmKFeTg9ieDT4LlluIivIJ2EH07UmXFDrpdt+qnG18fpVhZBK5YHp8uD1qvctuY/wB5Wxz1FKAwiG377HaPcmspGsSSzBF+8yE/u2wB612k0QubVCy7ZPL3/wC8PUVzc9odNuVt3GSYwxPrmtZrx9UsLexthjyVJmm/u/7IPvUT2RrT0bTE0W2i1C7cTYkjijdI0PYEgk/zrHvbJ7K/ubUkFY+VPcqf8K2tAl8nW3iA2o/7vHoe38jSeI444tcRJl+S7tzG3HRgflNaK0kcU5ShW5X1H+CYPL1C8yQQ0Yx78124GOB09K8x0O7vrSeWe2/eCIfvEHUrnn64r0DTdWttTiDwyAt/EvcU7nJioPm5uhV1nQo9TxPCwiu1GA+OGHo1VdL1yS1mGnasjxTKPlkfow+vf610gqre6fa6jB5VzEHHY91+h7UzFT05ZbFlWV1DKQQeQRS1zhs9W0ck2Ti6t/8Anm33gKntfE1vJIIbqJ7eb+6wosHs2/h1NyioormKYAo456Z4qWkZtWCiiloAKKKSgDnbD/jwtv8Arkn/AKCKsCq9j/yD7b/rin/oIqxTe4PcWlpKKQhaUUlLQMWigUUCFpaSlpgFLSClpDR2fh+DytJRscyEtWqelQ2cXk2cMf8AdQD9KlJ5pH09KPLBR7AOtOpBS0GoUUhOKAPWgBaQMrE4YEjrg1FcSbImx1xWXE5tLpHJ/dyfK31oEbVFNU06gYjdKZT2+7TBQAUuKMc0UAFAz2oNKtADGAbqKiaAfw8e1TuO4ppqZQUtxGdNG0Zyw49agkAdCPUVrcYIxUUlvCy/dwf9niuaWH/lYHF3EZjuHya4jxZekKYFkClgea9S1DQvtTborjy2/wBpcj9K53XPBXmeG76OBo7jUZGSRJHUD7pzsUnpnmqo0mpXkTWu4NRPHI3MN0JW+9u3Z96raha+WVkTJRs/gf8AOKvXkTLy8bRyoxSRGGCrfSiIefbPbEgk/MoI5zXoqR5DiYsYIyaljj3ZB70oTa5BqeBRuYZ5qrkWLbD92jEfNtwfwqtKpzuXvyPzrRdCLNT9T+dRR25ZIyP4yox+NS2VFHVeDz5l3KrbcmPByOcZ5/nWdrbEawjkYbylDe5HH9Ks+HSINciZchW+Rifdf/rVneITt8Q3CuTuXkA9uM1n1BL94ZyS7dRjboVqsdzuS3fpTyxEpfrlKdGgZ492SMAsR2oOg0Csc1lLMEQ5jXrxtPI/niqEbCKSJ2OQCrH3xg1paeVNt5BAKySIdx64yM1RvrU2t1Nb5JKSFefrx+lDJvrYs6yqprd6qDCGUso9m+Yfzp1gv2i5QY4iXd+I5zWdPM8108rkk4AY/QYrU0qQq7iFd0rrtU9lz3NZTNqerNnxq8Y1aAQuS3kqH5+76fjWz4ctFbQYyqgCQYBH97NYPiezS0NjGgIyhYEnJJzyT7mug0KQ23g1pwDujUlR7ngD8TWMn7p0xVpXKFtauLaW/jHzfaGZfoDx/Kr/AIotkvrCy1BclUbDlf7jDr+Brbj0tbfR4YcE4jAOfpzUGmqr289hOoKqeFPdTVUZ62OTHQslVj0OP8KmGPVruxmYByBskU9CDxit660Upcma1/cXXXap2rL9D2PtXL69o0+i6ussLP5Uh3RyJyQO4P0/Wug07xQjQpb6ogZMDbdR/Mje5xytdFjhnzP346lyw1u7jlNtdRF5V6qw2P8A4NW5a39vdoDG+D3VhgiqoS01O3USMlxHjKToeR+I6Gm/2fJBgqftCjoSdsgHpnv+NLQ5pOL6WZq1Dc2lvdpsuIY5V/2lzSWx3LlXLAcEMMMPqKsUiNjAn8LW+C1lcTWzDkAMSv5VLaW95Yri6d3A/wCWkLEj8VPNbVFO43NtWZHG+9AwYOp6MKfTQiqxKjGeuO9OpEi0daSloA5yx/5B9t/1xT/0EVYqvY/8g+2/64p/IVZxTe4MKKKKQhaWkooGLS0lLQIWlpMUtAC1LaxGa7ijUZLOBUNbPhuIPqm4j7iEj60GtCHPUjHudgBgUYpaKR9OFITgUtJjJyaBiAZOTQzhRQzBRVOaYk4HNADZG82THb0pZLYTwFCMA9D6U+GLPJq0FwKAKNlO4Jt5/wDWL0P94etXh1qteQq0e4fK68q3pTbC9W6jPBDqcMD60AW3+4aatOf7hpq9aAH4yKbT6aRzQAlKKMUUAOIyKiIqWmOO9ADfWkdQVzilooAgZBnqRUbRAnnnNTsOMUwigDgvG/gxdYtJbuyjC36LkqOPOA7f73ofwrx1CVZW5DA88civpog784ryP4l+Fv7OuzrVlF/oly2LhVHEcn976N/P61cZdDjxFL7aPPLxQLkvjCsMii1zu6de9PuP3kWR/CeBn1qODIJPpWnQ4krs2DPG9tHGo+bJq49qYUgyDtWHcM+vP9SaxrR0+1x7ydm4Bq7jxAkcOn28inbvgQDaOMYP69PzqJMpJKSRi2ySh2AWQExiVAO5Uhv/AEHNUfEkiS+IDNH9ySNCMf7tdI0a21jYX235Nyq7EcbfukH8DmuQ1W3ki1MxMP8AVNsH0pJijrJsiRGkmjRAC20kgnHABNS6QDJdpG4+98gOcewqoSVuoyCeuBj8qsaeWhvkByCrflTL3NS3K2nyuQJo5SDnuuMr+RzRqXl3ep3ci5VpbpNp4yAF5OOvWrerWKrrNwCF2tB52CcfMFBA+tVvPjm1JLwqN03mZjPG1gNq0Im3Uz7pEF1fkgLBKS0bAcBgcj8+ateG1827RQOdwZq6u/0GNPCTJtHmhAQuMnjqAfrzXM+HlktNRRJQFZgVPsQelRUV4l4aalI1/HDkXliAQG8skY+tdFolmz6Jplic/vZVml/3R90fzNcj4ik+2+J4LY5KJGiYXr1yR9a9N0e0aK7s1cYchpZFx90BcBR9M/zrllpFI70/ebNK5tz5YXuBiuXnzaahHNjAztk+hrubuPcAa5nU7RWDA87s1mm4SuEoKrBxfUivbKO9g8tyQyncjjqp9aw5/D9m53SQyWs3/Pa2Pyt7kdK3LGUy2q7j86fI31FWQa70z5t81OTXVHHf8I5PExksb9GbO7Kny2J98cfpV60vNUsB5V3E0sYPDHrj6966Boo3+8in6ijyo8EbcA+lFy/bXVpK5Xtry2uyJI2AfGCDwfpVys+bSYJJDJGWil/vL3+o71Iks1sNtyAydBKvT8R2oM3boXKKQEEZByD0IpaRIUlGaBQAUtIaWgDnbH/kH2v/AFxT+QqxVex/5B9t/wBcU/8AQRVgU3uDClpKWkIKWkpaAFFFFLQAClpKWgB8aNK6xopZmOABXX6Vp66eoB+aZ/vt/QVQ0CyCIbqQfMeE9h61tBszClc9vA4VQj7SW7LtFIpyKWg9IKazbaVjgVUml7CgBJpCe9EMJYgmkhhLtuarqqFGBQAAACloqvcziJPftQBDcSebJ5S9O9U54ms5lu4c4HEi+oqzbg43N1NTkBlIIyKAJlcSQhgcgjINKOtVbYGFGgPQcr9Ktd6AHikPSlooAYKWg8GigAB9aU9KQU6gCKilIwaSgBrCo8HNTHpUdADNvNVL60gvbaazuoxJbzoUdT3Bq+etRyr8uR2oEfN3ibQbnw1rU2nyktH96GXp5iHofr2PuKyEO04HfrXvHxC0K31bwnc3LLi5sI2nicdcDll+hH8q8FwRg1qndHnVocktCUNtk613Goaiuo+GdLO1TIjNC4HtjH51wg+Z1+taUdw0CiMEhN4fHuKUjNau56Lp9suqeDmtxzJHkhD6jqD+FcFeb52fDbpF5LHrx/8AWruLPUING8Q+XNKEsrxPMBD52EjJyPc/zrlrqaA+IJJEw0ErsdoGMAkj/wCvSM4XUmZEFotzZzvuxNHF5ka4+8Qwz+hpIGeO9WYKcqQ7YHbvV+3U2WoGMDLhioB6bGBH+FTz6fJBdQWkkTeZyybf40YcDNBqtCxqF4txYm6Rt1y5UKo5PyjO76cVFFZi5v2hsn371QRtg8n7zHH+9UGkqqaitrKu9mzDDlsCNm6E+1db4d059N8Y2WnXARhFE7K/OWzzz+tBM5KKZ0FmUuTBGwXMUYRh6OeP5ZrkNYszp+utAuNwbzYxn+Dacn8MV3U9n9j1F5EAEM7ZOP4WHTFYHiyPbr2lX2xSphlVs/7uR/OjfQ46VTkmmjD8E28epeI7zU5V3rE2Iywzye/5V6jaME1UKPvCDIHplv8A61cR4KtvsFgLWRNsiuTJ67q7WwwNVuJMHf5UYz+dcdR+9Y92PwJ9zbkTMe3qT19qxb+AEHA5ArfT7vPes64jznIrOWoQdmcjD/o+oNGeFlHH+8P/AK38qvVBq0LRkSp96Nt4/CplYMoZehGRXRQleOp5GYU+WpzLqLRRRWxwBQeRg80UUARxx+V8qfcPOP7tSUUUAFFFFABS0lFAHPWP/IPtv+uKf+girFV7H/kH23/XFP8A0EVPTe4MWlpKWkIKWkpaAFpaSloGLWro+lNfSebICIFPP+0fSqdham8vYoM4DHk+1d1HbrDEsUQCoowAKGd+BwyqvnlsiNY1jXaoAAGABTY1/en2qYoQKSNcOT6ike4TKDSk4FFNkOFoGQzOegqOOMu2SKkWMucnpU4UL0oAFUKMCnUUjHCk0AMlkEakk1ll2uZ8k/KO1JcSTOfnBAzwR0qWAAKAMZoAsotSEcYHWkRDt3OQoHWovNa5YrCSsY6v3P0oAnaP7pA5FSjrVdbZV5JYn3NWKAFooooAKb0NOpCM0AHU0tN70oNACEUypTUbCgBMU2nU3HPtQAKOaHGRS/ypxGVoAytTt/tei39tgHzbaRMEZ6qe1fM5TFshwc45+tfUyDEuO1fOGt2P2DUtQsv+eFxIo+gY4/SrizjxS2ZkQLlt3oamlYM3HWktU/duMcg1FICCT3FNnKi9AxKLyQw6U8u0dyr/AO0G+vqKgV/lRhxxVhvnjVu4ORSKNK7AGpWc6yb4pYTz6dcg12/iOG2uPDOj6jG+JYI1A2jJPGSD9DivO1dj5X+wdtaEOrXEMAgLbol3BVPYH/65oIlG7TXQ77w34YstYM9y8K+SIRGoxzvPJb88VX1N20nWNMubg75bedojIBy8bDBB9wa1PAmoNaQxwPg2t5loZO4kXhlP9KteOdKF3p7OnD9UYcYft/hQcc53qNPY07+2WS0dFPysMqfQ9jXI3W3WNV0WGQ5VEkmkU85xgY/Oug0G/N7oELucyxr5cqnsw61iafCYdcEI6RCcnPU7mXn+lCMFpe4jn7J4inHRZQsoHqeh/lXTaQxe4mdup2gewxXN64PLvbKb1LIT+tbmiv8AM/uAa4qytI+gwc+egvLQ6iFsgg1FPHkE96WE5qSQZWktiupzepQllbI4xzWVYN/o/lnrExX8O1dHepmNhjkiuZXMGokE/LKuP+BD/wCtRQdp2McdT56TfbUu0UUV2HghRRRQAUUUUAFFFFABRRRQBztj/wAg+2/64p/6CKsVXsf+Qfbf9cU/kKsU3uDFpaSlFIQopabSigBaWkp1AFixuTaXsU391ufpXexzpIgYEYIyK4Wys2unJPEa/eP9K6KGUxxoF4AGAKTPby2M1Bt7dDcyDUZYBj2qsl+gUAg5pn2jJJ9aD0i4rjNPIDYqh54696el4qcHpQBdAxS1ALuAjPmKPqaRr62QZM8f/fQoEWKZIpZdo71TbV7MH/XofoaE1a2c8P8ApQMsmJVTgZPvTERVJbAUdyRil+1KULqQR61kzTy38m0MREDjjvQBakuDeP5ceRCOp/vf/Wq7EgjUAVDbQBAO1WwBQAdVNKvSg8KaRegoAdRRRQAUUUUAIRSDinUhFAC01hTqKAIqKUjBpKACndqbTqAIGGHzXivxIsRZ+LppcfJexrMP977rfyr2uXrXnHxbsGfRLXU4x81rLscj+4//ANcD86a3Ma8bwPKoQBuAH1qJkyWJPai1kyc96mlXbKOPlYYNWzz0RRktBGw7CrduwYBSOCDVWHiNl9D0qza480DjaeoqSxZOBnPPBpJWDOATyfmHvS3Khd2OnbFRSL5tusiD54+R9KYHpXgCJ9T8PalabiJYZUmgb+62P/rV2kkv9p6C/mL+82Hcp7MP/riuP+F1zAlhc4YebK4JXuMD+VdY5NvqU6A/u5k3qPQ9DQzzK3xtGXpSGxvJ1QEQzNu2+hIB/rTIkYeIrtsjyxHgfUnmtAR7SH6EKm4+wyKrRR4uPNJ+ZgwYfjmkRe+pneJR/wAS+OTvHMp/pWnokgKBs9QKoeIRu0Wf/Z2n9ad4ckBiQk9q5sQup7GWu9JrzO0tyQo96ttynTJqjbkFOKvL9wVitjqktTOuU4IrlNWjaNhIn3kbcPwrsZhnINYOoQghv61F+WVzSykrMrKwdAy8gjIpap6c+YGi7xMV/DtVyvQTTVz5mrBwm4voFFFFMgKKKKYBRS0UgEpaSloA5yx/5B9t/wBcU/8AQRViq9j/AMg+2/64p/IVYpvcGLRQKKQC0tJSigBaUUlLQCOtsbZYNJiXGC67yfc1i3Oo3VqxULG2OBmurtFSbTrfKggxrx+FQXOlwzg5RR+FI+opRUYJI48a/fnrbxj3px1PUZhhZQh9FXFdC2gwDHJNPTRrYdQaDQ5YtdOAXmmY/wC8aekMsn3vMP1NdYumwKMBeKmW0iGAEFAHIrp00gAANXbfQpD95R+VdOsUcYyyqAKgm1GCAYQGRvRaAKMGgxKcsOfpV8Wlvbpl9qqO5qjJqF9PxDGIh6kZNRJp89w4aeR3+p4H4UATTTpckw2y4jzyw/iq9bWwjUcUsFmsI4q2owKAFAwKcKTrTgMUANkOENKp4H0pk3K04dBQA+ikBpaACikzS0AFFFFABRRRQA1hTDUhGaYRQAlOHSm0tADJB8tZmtaUmtaJe6c+P9IiZAT2bsfzxWqwypqNKBNXVj5fSF7WVoZk2SRMUkU9iDgirEo3Rgj867H4n6EdN8SDUYkxbagN5x0Eo+8PxGD+dchGRny27jIrS9zzHHkk0VlYebIvYrke9OgPAb0NNkjMdwue/FPj6GkMsykEbuvFNgGMZ4HIP0pI/nXB6dKeAUkx/D0pAWNEv5tE1EXEXO0/dz1Fd6njW2v5YHZTE4JUhjxgj/EV55tyTnrSICp256nimZToxm7s9it9QgvF2xyK2VGcHOBUzDlSK8isr2WwuFmiJDA9PWvSdE1Qala78YakzirUXDVbEutLu0e6H/TMmqXhuTCDNaV+u+wuF9Y2/lWNoD8R7e4FYV9j0sqfuyR31r92tJD8lZFpJlQOa1Y/uiueJ3zWpFOOPwrJu4wyVsTA4rPnUc1Ewgcsg8jUyOglXH4jmr1VdVjMTJMv3kbcPw6/pVkEMAR0IyK68PK8LdjyMyp8tRS7i0UClrc84SloopAFFFLigBKKWigDmrH/AJB9t/1xT+QqzVex50+2/wCuKfyFT03uDFzS0lLSEKKWkFFADqlt4vPnji3Bd7Yye1RUoJBBBwRQONk9T0G1jWG1jiU5CDbk1KaydH1aO6gEcjhZ1HIP8XuK0/MBpH09KcZxThsDcimYpxYdKbu96DUUACh5Cowgy1MLgEZNSphunWgCqbWSZsyvx6U5LGNf4atkhRyQKiNxEDgNuPovNAAIlXoop6qAajLzP9yPb7ucUw20jn97cP8ARPloAs5UDkgfU1Gb21Q4M6Z+tRCwt85ZWc/7bE014oY+FjXPbAoAV9UiXIjR3P0wKoT6zeA4igjH1yau/Zc/eHNOWzQHOKAK1lqNzcuY54VXH8QzWpUUcSocgVJQA9TTqjzTlbNADsUnQ0tFABmikxS0AFFFFABSMOKWigCM0UrDBpKAENRipai/iP1oAyPFOhR+JPD89gcCYfvIH/uyDp+B6H614DNDJFKyyxtHNExR0YYKkcEV9L9DXnnxC8HyXch1zTYd0u3/AEuJergdHA7kDr7c1UWc1enf3keUyr58GRw6YNV84ZiO5yBUzEwTBxyhqO4ADhl6Gmclx8Mm35e9WDl9ueA1VF+8DmrKEE49KBoerbsZPT5TUi28ksRkRSQpA/GoVR2LnHRxz9a9P0jQoV0W3iKZeR0kz75rOc1E0jByODi0a9lYAQNzzkiut0bTrnSV8wZbI+ZD0Nd6bGFUGIwCPQVRubXI4Fc8q8uhssNGStLUz47iK7idVOGwQyHqKwNDJXYD24qzrNu1uhmhYpIvIZTgioNGUsqtnnqaJz5oXFhsJ7CcmnozubJsgVrRtwAKxrE4Az6VrxnKisYs3miSXmqM3JPFXic1Tl4zRMUTB1CLfG647VT09t1min7yfIfwrWuowyNz2rEszsu54egOHH8j/Srw0rSscuY0+akpdi/RRRXaeCFFFFABS0UUAFFFFAHN2H/IPtv+uSfyFWKr2P8AyD7b/rkn8hVim9wYUuKSlpCClpKWgBaWkpaAFBx0rb0ueQLGkjuEYnBBrGhjaaZI1+8xAFdd9gVY0jQfcA5pM9TLINycuiLP2FZU3LPMM9w9VH0a8Lkrqc4X04P9K0oF8qEKTTmnVenJoPZM1dFm/wCWmoXLf8CA/pU8WkxR/fnuHPvKas+czdFpRuagBFtrZP4AT6sc/wA6lDBeAAB7cU0J3NSbR1oATk04DNGKgmuAg2py3pQA6aYR8Dlj0FNiiI+d+WNNhhJbzH5Y/pU+OaAEwWNDHbTwMDNV3bdKQO1AEgp1MFO6UALTd2D7U6kIzQA9XB70+qxU9aVZT0NAFiimLIGOO9PoAKKKKACiiigBpFNIqSmmgBtR/wAZqSoz96gB2KMkGloIFAHmfjrwGsscuqaVHjq89uv6so/mPyryk52hG9K+njxXkHxJ8IrpzHWdPjxayNieNRxCx6Ef7JP5H600zkrUre8jgUIUCprc77gD3qJdrRbgee496W14lB7VRzo6LTrIXAuVIIDLxx/EK9Q8OMJdKs4nXEkbBCD7VwvhpVkYB+G3fmK7fSD9nvoRyF5DenTArjqvU7qK9w6VxxiqcyfLmr2cjJqKUAg1gyle5y2s2oktJABztNYugqCiDORwa6+8h8xGXH3lIrktGQwTvAwwUYiktjVHYWwAxWrHjYKybbkitGMge9NGctyzVeRc1MDUch5Apti2M2ZM7uPaufuAYNQikxgbthPsa6aUcHNYWqQ7oZMdRzUQfLNMdSHtKbgS0UyGTzYEk/vKDT69M+WkrOwUUUUCFooooAKKKKAObsP+Qfbf9ck/9BFWKr2H/IPtv+uSf+girFN7g9wopaKQBSikpaBC0CkpRQBteHrUyXTTkfLGMD6munB2g1U0m2Frp0SY+Zhub6mr23NI+kwtL2VJR6kYRpOpwPSpVjUdKcq8U/HtQdI3YKUAYpccUdBzQAUEgDJ4qNpQBwKhO+ZuTxQA6SdnJWIfjTobcL8zct6mnxxqg4FSZxQAnSgDJpOtPAxQA2VxHGzMcADNU4CSpY9WOaZqU2WS3U8nlvpU8C4QUAPwaWnYooAFpTSUvagBKaUB6cU7rRQA1RtqRW45ptKKAJKKQUtABRRRQAU006mnigBpFIRzmlpKACl7UnSloAawyKrXFtDcwS29xEssEylJEbowPUVappXigD578XeGZvC+rmAbmtJPmgkP8S+h9x0NYuCq59TX0L4m8PweJNElsZQolA3QSH+B+x+h6H2rwG9tZ7WWS1uIzHPC5SRD1BFUmcFWnyPTY6rwrK2Q2PuHBGea722dWIJBHykV5l4bmZJcMD83Neg2l0GRa5Ky96510H7h1FrdeZBgn5lODUxbIyetYdrcATnngjBFaiyAjGawsaNDZOWrnLu1NtqwnUfI42t9exrpWAJzVeeEScMB7UhpjLRuBWknSs2GMxnHXFXYn700TIs5xTWJJpAcjNCj5qLE2InXNZl9EPLbPetkoCaoXyYU1DjrcuLMPTz/AKMV/uOV/rVqqdo2Lm5T3DfnVyvSg7xTPm8VHlrSXmFFFLVHOFFFFABRRSUAc3Y/8g+2/wCuSf8AoIqzVax/5B9t/wBck/8AQRVim9wYtFFFIQtFFFAC1YsofPvYIsZ3OAfpVetfw9F5mphz0jUt+PSg1oQ56kY+Z16qMcdKdkDgVHz+FOpH05J0ozTFp4GaBgWPamEM1SBadgUAQrFzzUqoFp1B6UCEJpvU06loGIABTZZFiQuxwAMk08nArJ1CVp5PsyE46uR/KgRXt7iK5uGlMi7mP3SecVfW6RWxmoo7CB4hmMdKe1oip8ufzoGWllDdDml3DNUxCyjKtg0qtIeO9AFgyAd6UNnr1qMLxnPNKM5oAlyKM0ynUAOHNL3popc0ASClpgp9ABRRRQAGmGnGm0ANpMgGlbpULGgCc0lIpyMUtABRjNFL2oAYwxyK83+JvhnfGPENpHl4wFvFHdegf8Oh9selekN0prRpNC8UqB43UqysMgg8EGhOxE4qUbHz/pM6xzAE454JrsLeUY4OKqap4NGkapJHFue0zujyfmVe3Pt/SrNtZNIAiSfMBld38Y9j/SoqQ5nc5KeIjSfLI0YLrbznmtm3uwy9a5h4LiH/AFkZUevUVNb3Rj7nH1rnlBo7YVIT+FnXRy7qlY5WsC3vwcfN+taMV3u64rJltFzORTkYdKi8xGXilB5BFIktqOMinrnrVdX5qaNs1RJZVR1NV7qLehNTJIBwxpJZF8tjxUsEco0fk6qw6bkPH0NWKiuGEmr/AC9EjOfxP/1qlrto/Ajwcd/GYUUUVqcYUUUUAFFFFAHNWP8AyD7b/rkn/oIqzVax/wCQfbf9cU/kKs03uDCloopCClFJS0DFqzY301jcBoMbjwQRkEVWFNhcfaznoOM1nVk4wbR2YCHNWXkddHr5KjfbDPfa1Wo9agYfNHIp+gNc6uDyOlTJXF9Ymup9Jyo6SPU7V/8Alpg+6kVYW7hY/LKh/GuXj+93qwozVrEy6oTidKGDDgg/Q06ubHHTrSG4lT7sjj/gRq1iV1RPKdLSVyzX10OBPIP+BVLHqF0E5nYn3p/WY9g5WdLRWHPq09rbITtklbkhhjA9OKor4ouiebeH8zXQndXEdBe3K28LMeuOB71m6epdt78s2SapG9n1AgyKqrnO1a07MbHWmBejwFxTjjGDTApyQOBmnhcc96AGBD9BRt4qSjFADApxS7Kf2pDQAm2kpx6U2gBDRmkozQBIrZqQdKgU4qVTkUAOzR1oxS0AIKQ06kNAEbdDUHU1O1QYwxoAkXg1IaiBqQHIoAKKKKAGtzxTguBRS0Ac/raA3KZGcpisX7HFtAA24549fWtzWz/pKD/ZrMpo+exjtWlb+tBACFweaglsreXlowCe68GrFFBzKTi7p2M19MZeYpAR6NxTVa4t/wDWIwUdxyP0rUpah04s66eYVo7u5Xtr9TwTxWnDJ5nQis6S0hkOSgB/vLwaakE0DZimJH91qwlQf2T0KeY05fHodCqcU0uIzWQLy8AwVz9GpGubluic/UVHs59jb61R35kazXIzntWdeamQPKiXc7dF/wAfSqxE8h+dwg7hev506OJIgdowT1J5JrSNC/xHNWzCEVanqxkEJjVmc7pXOXb1qaiiulKx48pOTcpbhRRRQyQooooAKKKKAOasP+Qfbf8AXJP/AEEVZqvY/wDIPtv+uKf+girFN7gxaKKUUhBSiigdaADO0E9hUVqpaXcRzmnSk7AB1Y4q7aw7QOK5sTLSx7WVU9JTfoW41wBipRuweKFXGM0/AzmuE9pLQdH1qcfeqKMDFTAfNmgljmOBUDsKe7cVUklwMcUxpDZHBYgZqS3B35PQcmoY+u49KvJETEOMFuSP5VrShzSsEnZFC4M07ljzk0iWxLjIrUFouM4qVLdV7V6BiQ2cJXIPTtWnGu3GKjRMECrGMCgCxn5s56804Hioh91fypc0ASZo3D1qIFqTmgCUsPWm7qZg0YoAduopMUtACUGjrRQAmcVIrYqMjmlGaALIPFLUSning0AOpDS0hoAY1Qt1qc1DIMc0ANHWnhiKjpwNAEtLSKcilNABSZoprHJxQBz+rtuvSP7qgVRqe9YtezE/3qgpo+ZxMuarJ+YUuKAKcBQYjcUuKeFoCUANxRin4pMUAMIpKeRTTQAlFFFABRRRQAUUUUMAooooAKKWigDmbH/kH23/AFyT/wBBFWarWP8Ax4W3/XFP/QRVmm9wYtKKSikIWlFJRQAKvmXIGMhR+tbEMeI8nrWZpqeZIX5+Y1tcLxXnVpc0z6rCU/Z0YxEyc9KMUoHSngcGsTqvoCA44qUHHU01Rigt69KYiOQ4FU2BZ8VPNJ8nFQQ5aT1PQCmh9C1bW/myBcfKvLf4VqiPLciktYPJXH8R6/WriJgZNd9KHLEyk7sjEXHSnBAD0qWkFakjCuCKkxxSMOM04c0AOH3V9jT9oNIR8lOFACbcUbR6U6loAZt9KaQalxTTQAykp5GKbQA2loNFACdaXvRRQAoNPBpgoBwaAJgTS4pgbkVJQAwio3HBqU0wigCCil70jHFAD1apCwxVXfikM2D1oAnZ+1Qu5GTTVJY5ps3YetAGHc/NdSH1Y1HtqeVczyf7xoEdM+YrfxJerIgtSIlPEfPSrEcVBkRrHSmLAq2sdOMXFAGe0ftUZWrzx1Ay0xFVlphqdxioTSGNpKWigBKKKKACiiigAoopaAEpaKKAOZsf+Qfbf9ck/kKsVXseNPtv+uSfyFWKb3B7iilpKWgQtNkO2Nj3xinU1+WjX1apk7Js1oQ56kY92aWlx7EAx0rRwP1qG0QCMYqdgADXly3PrEAwcCnAcUzIHQ05WJ47VJQ8cnFI4AyD1qWNRjNNlAJPNUSY905ViMcVraLaAqZ2HThfr61RltwzZH410NgipZRBemP1rehFN6hN2Vhyg76nFNC4OaeK7TMSilxSUAIacvSkIp8RwaAHA5jIpQeBTyo2nHpTQvFAB0NLmkpRQAvWkIpRQaAG02nGkPSgBppKU0lAC5ozSYowaAFpDS4ooAF61Mp4qA9aep4oAkNMNP6000AQN1NMbNSuOc1GRmgCFvSk2FjU2zJpwXFADVXaKhc75hjoKnc4UmoYxliaBGcY8yOf9o1IsRqeOPPOKsrDTPl6jvNvzKiw1KseBVoQ47Upjx2oIIVSlZeKkAxQw4pgVJFqq9XpB1qlJwaBFWSoDU71AaQxtFFFACUUUYoAMUUtFABRRRQAUUUUAczY/wDIPtv+uSf+gip6r2P/ACD7b/rkn/oIqwKb3BjqWkFLSELTVObqMHoAadUSsReD6Cs63wM7cvSddXOlsQCQKsTRjtVKykwAc89qult5xXms+kKxBP4UoYZxUrqAMYqAjDdKQ0Txyc08jcDUCEDjFTxuAaoGQtGx6U6C7mtWwOV7qelWwgYZxUckGe1NNp3QtOpo211FcD5Dhu6nrVkdOlY0MQXnoR0q/FdYwsnI/vDrXVCunpIhrXQtEUmKUEMuQQQehFBFdAhpoTrQaVOaYE6/dNNzQhyMe1LjigBKKKBQAoNKaTvxS0AJSHkUtJg0ANxikFPIpDQAlFKOtGKAEpDTsUhHFADc05TTcUvSgCZTxSMKRTxTj0oAicZFRVMelRkYoAbTs8U2kJwKAIpX4205RthJ74pijfLz2qaQYjPvxQRN2i2EEfyj6VaWOmQrxVtVqrHyrepFspjrVorUEnSgCoxwaaWokODURbAoAbKetUJW5qxLJVJ2yaAI3NRGnMaYaBiUnalopAJS0lLQAUUUtACUUtFACUUtFAHMWP8AyD7b/rkn/oIqxVax/wCQfbf9ck/kKs0PcHuLS0lKKBBUT5W4Vh0I5/A1KKZMuVDf3T+lTOPMrHRhans6qka1u4Kb/wDIq1b3CknJrItZCgCk8dqs5wSwrzpxsz6lNSVzWaQE4BpmKpxy5xg1J5hPeoKLGBUgXniq6vipkekJlmJyKskZANVIs81ajbtVEMay4GRURYqat8GopIgegOaB3CCZ4zleR3X1rQjdZF3Kf/rVlxqVfmrana25TgitqVRx32JlYtNjFLEetMVg4xxu9KfGPmNdikmroROo70dqFFKKoBmKTvUhFNIoAbThTaUGgBaSloxQA2jrS0EYoAQUUUUAFB6UUUAMxQadjBprUAPQ8U/tUSGpRQAyo2HNSnrTGoAjIxUch7VORkVHsy3NADIV2jJ606ZsbV9TUgHFVbh8TqPQULc5sXPloyZfhPSriEVmwPwKvI3FWfNkp6VXl6VOTUEvSgRnzcGqjyYq3cEYNZkzcmkMZI+agJpWNRk0DENNpTSUAJRS0lABRRS0gEpaKKACiiigAooooA5ex/5B9t/1yT+QqzVax/5B9t/1yT+QqzTe4C0UlLSAWlpBS0AIMp93kenp9KmjlByM1HSEZ56H1FZzpqR34bHzpaS1RYEu3HNSpLnFUGLcZ6eopyvt5zxXJKk47nuUcRTrK8WaiSDv0qdXxWWkoBFXI5ARWLTNi/HNjirccmR1rNQ4qaNyOakTNNXHrUgYGs+OYgdaspICQapEsnMYbpTHDJxS78Dg07fuwCeKom9hiuMj2q7Dcg8N+dVWhB5WmruRulVCbi9ANcEEccigcGqEUjL0P1q3HOrcHg11wqqQiWkIzS0VqAzFFONJigYUYpcc0GgBtB6UtJQA2ilIooASjFLTscUAMIqM96mI4qM0AIhxUq1DUiGgBT1phHFPbrTT0oAF6dKNvNIp5xTqAGEYrLmk3XbnsOK05GwpY9hmsSMlnLHqTmg8zM52go9zThbgVejas6LpVxGwKq54pbDcVFK3FJuqORuDQIp3BrMmODWjOazJvvUhohJpuaDSUDENFBpKAFpKKKAAdaWkpc0AJS5pKKAFopKKAFpKKKAOYsf+Qfbf9ck/kKsVXsf+Qfbf9ck/kKsU3uDFFLSUtIBaWkooAWlpKBQIWmmMHO3g/oadS0FQnKDvFkatztYEN296mSUpxTSoYYIyKYVKjuw/WsZ0r7HsYbME/dqGjFPxjNWo5FPfmsiNsDOePWrCTYGK45U2j1k4tXNYMO1TJNt6is1JiMZqykgODUWYGikwIGTU64PSstXAORVhJsYpp2JaL6Db1PFPwGHNQRTKRzUytnpVXJaYuznil3AcGndKNvNOwmySOZlPXI9KnWVX4BwfSqZGKXpg1pGrJBcvCgiqqzsvfcPQ1Osyt3wfQ10RqRkO48UYpRRWgxMUEUtFADcUh6U+kI4oAaKeKYDin0AGKiZealooAhK4FCVIVyKYBg0AOaozx+VSNUbUANU4NSdai96kDDFAFe/bbbEDqxxWfDHz0q/dKZHVew5ojgx2oPAzGpzVeXsEaYFTDinBMCjFM4AqOQ1JUEhpgVpjxWZMfmq/M1Z8py1IaIjTTSmm0DCiikoAKXNJRQAtFJRQAtFJRQAtFJQKAFooooA5ex/48Lb/AK5J/IVZqtY/8eFt/wBck/8AQRVim9wHUtNFLSAWlpKKAFpaSigQ6lptLQAopaQUtACFepHBpQ2OGAX37Glo68dqmUUzpoYqdF6aoern8asI5HrUNrEjzCNn2qehxnBqxPDJbn5hlT0IrlqU3E97DYiNaHMhVuMN1qdJw3fFZ2QTSqWDAqay5TpubKTehqylwQQBWJHIwbk8VbSXJqLNBY2hOWPpUyy7gB3rIilPrVpJsetHMyXFGgSM9aTcfwqBJd3apN2RVXJasSA5FNwRk0oxigHrT3EOjndO/HoaspcKw+b5TVUBT2oK8cVcasogXwQRkHIpaz97oRhsVZjnDcNwfWt4Vk9xk9B6UUVsBH0NSDpTGHNOXpQMWiiigApMUtIWA70AI1RMKbLconU8+lNWYSLwMUAGaAcGkpMbpAo6twKBNpK7J44t3zHvU4i9qsJEAMAcCpPLwKaR8pVm5zcn1KZTFRkVbdaruMUyCu1VpG61YkNUpmoGV5jVCQ81alaqbnmkNDDSUppDQMKSiigAopKKAFopKKAFopKWgAooooAKWkooA5ix/wCQfbf9ck/kKsVWsf8Ajwtv+uSfyFWKb3BjqKSlBpCFFLTaWgBaWm0tADqUU2loAdmim5paAHUtNpaAHK21gR1FdBG6zwK4wQw5Fc9VyyvBbtskBaNuvqPehnfgcQqUnGWzLcllFITiPYf7yH+lV30uZW3RnePyNbFusc6hopUYVcELqOn5Vk6cWe8pdUcqA8L4kRlP+0KsKwPet90BUhguO+4cVRk02OUbkCD3jOP0rKVDsVzFVNwHByKkEu3GahexuoOVw49uDVeS62Da4Ib0PBrCVOSewXRrx3S9zirKy5HBBFYEdwj8Bhk1bQlRkHNQ1YdjYSUE46VMrjOO1ZK3BGM1bSYHHNNSJaLo4NOHPTpVcSZ71YibqDT3IloObG05FQLJxwatbc9OvtULwg5I4Jp2En3HxT7eD0/lVgSBjhWB+hrJk3ICp4PrVCSR1fIYg9iK0jW5NGWkdM5HrUbXEUQy7qB7msQXc88Ri84pJjh8Z/MVnkXEe0zwee39/OQa6YTU9gtY321u3DgKruvdlHAq2t3HKgaNsg1zD6pKke1bRRSQLf3Y4IiQ9kGKsDeuNTigOC4Lf3Ryaqfari6OB8i+3WktdJROXGT6mtFIEQcYoArR256nr71YUbRipcZ6Cs6/1nTNNRmvL+CLAJ2lwW49hzQk3sS5pbsvHirNhAZJfOI+Venua8w1P4pW7XH2bSLVpOeZ5hgYHXavX8/yr2G0aOWzhliH7t0V1+hGav2bWrPLx2Mjyezh1HqlOYYFOxTHNM8YryVUlNWJW4qjK/NJjIZTVCdsZq1I/FZ1w/NIaIZGz3qu3ens1RE0hiUUlFABSUUUAFFFJmmIWikopDFoozRQAUtJRQAtFJS0ActY/wDHhbf9ck/kKs1Vsj/oFt/1yT+QqwKb3Bjs0ZpuaWkA7NLmm0uaBC5pabmloAdRTc0uaAHUoNNBpc0AOzS5pmaXNAD80ZpuaXNAEiOyNuRip9QauxaxexADzNw/2hms/NGaDSFWpT+F2NpfEEh4lhVh7GsnUvGiW8s0cOjPO0Sb2bzQo64xgDNR5rndRuVTVLq1Thp4QNx6Buv+frW1GEZyszpWOrWtf8jI1D4i6/dSBLZ4rBCfuxplv++mzWbJrWsTTLJLf3LuBncz7sf0FMjBa7YLHkZ5+UMp/A1fFjbOuRbFG6FoyRj8ORXoRwqtsYyxUpPVk9n4ruo0zcRJKB/Ep2H/AAro9P8AF9nIVHn7G/55zfKfz6VxlzYxlVUTlcdpk2/qOKqf2dIPMwgk5+9EwYD06Vz1cFCW6sdNLH1Ire57RaajbXeFLBSenNaAjKDPUV4LDc3ljIotruWM4yQeB+VdbpfxAvdOaOLUIjNCerL1A+lebWy+UdY6noUsxhLSSseoR4L8HBq4krLweayNJ1Sx1iFbqxnWRe47j2PpWtj5Oa4LNOzO26auiyJT17U7cWHtVWJyDgnirAb5cd6u5JDMCwxisyZTjnqK03Y9qqXUY27+3es3uVEzXcxOrg4561bLyKheFsFuoxkH6iqsy7lI6g1ZtsiEKTnFCdncsy9R1/7HbkzacTICcsJQqY+p5/DFYtx4z15UIhsbW2Ve+Gfj8cfyrqbu2huAYpI1ZHGMEZB9q4nWLGRbm4tELBo0V1ZuQyMcfmDgfjXs4KpTm/fWp5eO9tBc0JaDW8aeIdhU6hGM8cQKD/KqU3jHXjx/bEq4/uKoz+lZzWrxSbZXwRyO9V3RMnAJI69q9xUKVtIo8B4qtezm/vJb3xBqFzC3m3904xghpmwfw6VR0mFrgbgjvIxI+QbmOcdPWmztuG1Il45OTVvw2xXTbycBlmtJopV2nBA3ZOPwBrOrG2iRdOberZkW2Fu4nxkGTGR719S+HDnw1pmTn/RkGfwr5mnWJtSj8sny/tGQfUb+P6V9F+CJ/O8HacxbJVCp9iCa4MRGyQ5u6udCTUEj053qpK9cpmiGeQYrPlk5qWeTrVCSSpZQsknFZ8zZJqWSTNVHbJpDGk00mgmm5pDDNGaTNJTAWjtSZozSAWkpM0UCFozSZozQAuaXNNzRmgY6lzTc0ZoAdmjNNpc0AcrZf8eFv/1yT/0EVYzVayP+gW//AFyT+QqfNU9we4/NGabmjNIB+aXNMzS5pAPzQDTQaXNADs0ZpuaXNADs0uaZmlzQA/NGabmlzQA/NGaZTs0AOzRmmA0uaACWUQxM56KM1yZ1CJ5pnniSOVtzpvcgBuxOAcjjtiug1EGWLylleM/eDKMjPvWMba8BQi0jnVBuLQtyeMDg/nXoYWjpzsOaxUtoZ4UybQSqPvSW7CRc++Of0qwlxB91JFDYyEbg/kapS7ImLiCSGVnABIKkL659Sa0Fjl8pES4WfMfmOJAroMdueQPxr04zsrGEo3d7iqhuI9ksSuDzlT0qsNGiillnhikjmEJPOBksQqj8zVSOO2llPmQyRY6tbuV/HaeD9OK1NH8xLi0U3LTxy3HKuuTtUFhz6ZI+hpTmpKzQ4RcFe5RbTp2uCZJIsb/mDoGBA4A9RVafSg0pCQ7eMZgkxjnrg1uyofMfd1J570w7JHw2d3AAYYzzVSoxIVd3Ocs5L/w/fm8tLho+fnikUjevvjivYND1pNXsUkDDcR1BzXnN1Y/umGSWHIHoK1/A0T2iykZ2+aRgdK8XMsNGMedHt5biHKXIz0RSduDzU0bjHuKhjJccCkIYNnmvEPZsTu2c1C43RMh709TtINRszb+O1S2OxnIOx6g4NSxOCxXmnTph/MAxnr9agyVkBqWWtSxMNkRYdV5FZur2TXNvJJCMsQDx1I64z+FX5iGtnxnkVYtAGs0x6CtqM3B3RjVgprlZ5HqhX7SjySMmEGVA56moxAghDKGJJzufgV1firRfKc3sSgKzZk46e4rnLpmX/W4Vc8Bup9MDrX1mHxMKkE+p8piMLOlUaexi3IG35mQsx/h7VP4auYraa+83JH7vevrGWw38xVedJ1XcIWCN/E/eksA0U7sUacXKfZ0K4Gwt3Pt/hTnUtJKSsKNN8rsyzfac1tqk8MXOx96D1H3l/OvafhzdD+zLm16bGSULnoHXJ/WvK9TYi8YEBnghjQuv8RxXafD2+T+251jfck0Bye2VPb8DWGLp+42hRndWZ6dJJVSV6dJIMHmqMsme9eUVYhuH61nySVLPJ71Rd8mkMGfNRMaCeaYetIAJpCaTNJmgYuaTNJmkzTAdmkzSZpKQh2aM03NGaAFzRmm5ozQA7NGabmlzQA7NGabmjNAD80A8U3NLmgZytkf9Bt/+uS/yFT5qtZH/AEG3/wCuS/yFT5qnuA7NLmmZpc0gHZpQaZmlBoAfmlBpmaXNADwaM0zNLmkA/NLmmZozQA/NLn3pmaXNMB+aXNMzS5pAOoZ1RCzHAUZNNzVe6njQBHnWEsMh3UlfocdKuEeaSiBmz6w+G8tGIbnpVZNUnklB8sgep9Ktz311EQIDFdHOCIlyfTpjJ9qm+3yMZA9mYzGxRg8YBBFe9R5bcq6GFVNalZdQndtrqsi9AHGQPwqOSO3YH/QUVsHmI4/TvVgakpk+eJfxXpUgukdTgDnpt71uoRe5iptGHI8VoHK/aIiwIIMW7Jzya1bCVprjSFjjdIbeGWTcVxuBOM4/SnzvcAmS3XhOcvhiPzq9FA8LyPIYw0USWxxnIYZZx+bD8azcEpWRfPeN2RP8gYqo+Zsnrk1RuLU30F1cM7R+QUTgD5ixqxcSOR6dQDk9qdbW/maXGxklX7VdkbVlCDag64PWrqXUSKSTkV4rIm8uoTdSEIQqIyDgY+oJre8JRDybhAclZiM4I/Q1gGxlklG2adXDMVZyG6cA5rf8JtLbahd2s7h5DtcELjPr+teXmKlKiepl0lHEfI7KJXTjtSuSRxUzcKG6VHkGvnWfRp3Gnpg0g+57mnMy9OhpvQ44/CoKREcFSD1qrIhyQOtWp0Mbh+gNNbGc44qWi0MRTJCR0IFZ+jazbtc3GnTZjuIG2lT3HYj2rSaQRKXArgteZkvhfWbFbqJiu8dMYBwfbmunDUvaNxOevU9lFSex6Fe2guYdg5GP1rldW8NX8elSX1kEkVXbzV2fPgdwe9N0n4i2BcWmq5tZ1+UsRlD7g12lrr+kxW7P9vt2gcZP7wHH6120XWoVLpHFiHSxFOx4rdCVoo2YnaM8etGjwQLq9nbtGDItx5qMwyNuMgH8c1reIEtTfTNYNutxKWjYDsfQfjVfS4iuu6dIxb5wRyQTlTXu1YKoozZ4FOXs+aCCRd91dSkht8pJP41v+DQYvEEOOOWJ9wVOf6VkPbeSrxggyNhmIOQMnNbfhzMetQvx3T9DTxP8KXoY0/iPRJJqpSzU2SXjrVSSQnvXgHSJLJmqzNSu1RE0DAmm5oJppNIBSeabmkzSZoGKTRmm5pM0CHZozTM0bqAHZozTc0maAH5ozTCaN1AD80ZpmaM0ASZozTN1GaAH5pc0wGlzxQM5WzP+g2//AFyX+Qqxmqtmf9Ct/wDrkv8AIVPmqe4PcfmjNMzRmkBJmjNRg0ufegCTNLmo80uaAJM0ZpmaM0ASZpc1HmlzQA8GlzUeaXNAEmaM0zNGaQEmaq3NrcSjzYWjcH/lmamZsDjr0FNkkVMDAzwAe4Fd2CpczcmKUrGVZq0N9AZrZwvm7jtGcEc8Y5p1hLJIt1MCxWWZ2+Y57+pq9Fi0L35dxFDE7FAeG6gDnvkiktESOzjiGBhVz9a9SjBR1Ma1RtWKshdGbcmWA4yvNN+SZgFPz8fKOPwqxMV38MVPbmo8RuQS+zjIIPNdKOYq2rSf2rDby7wssyBgTgEZrZbzH0qGUvullLTOM8ksxJOPXpVa0kZLmItdiZIEa4kV1HyhQcDPbNKrXVxZWbW0Syr5YUJFKCwwPQ85qLrm1Lt7lilJcJs2kkMAchRir7TxQJpdsXlQ20Ts2YNw3scgevcVQuY55IJBLazRnG4F0OfzqSTUGmNww+zNG8aKSwIZQOBg0qr2ClF31NDTlRoYyskZYg7lCEY596naQ2WtWN3nCO3kuw5Az0P51LFeA26Rxqigge/61n6nCs1m0aylJDjn0PUdKzq0/aU3E0pVeSopHo8bB4wT0NAAJPtXO+FtbOoaWqzkC4iPlyD/AGh/j1rUaSQM20kjtivkKsHCTiz7Gk1OCkixIobqOKQgL0b8KjjkLLg9agmYqwx0rI1SLu4NHhhkVXkmABA6Cq/2h3ACjIPcVUuHMId5MgAFuT6U7DH3FwzQsifxDFcZqRmgvZU+yRzQyYYlWKuCBjvxXW/abWDT/Md8nq3POSM4Fck0z3jSXDjCsxwD1HoPyr28qw15OUjw82xdoqEGYs2nCUbngwT155plvoyQyiQbRW03z857ClC4A4yOhr3vZx7HzvtJdWLEEWCQNxsAyfxp1sRJrGnMqlfnlf7o5AA/OopidjqgLZxx3PNJYvnUIZGXb5VpNKRtIxkkfyFRV6Iuj1HxRGJm+bfk8+1aNjN9mvIJu0ZBP0PBrLheNYXaMnaectVpWLQv9MVNWKlHlY4aO53jy5quz1AkpMKEnkqP5UhevnWdY9mphamF6YXqQH7qaW5phak3UAPLU0tTC1N3UASFuKTdUe6kLUASZo3VHupC1AEm6gtURaml6GBNuo3VDvo30gJ91G6od1AagCfdRuqHdzRup3AnDUu6oN1LuouBzVmG+xW/yN/q17H0FT/N/cb/AL5NegaUB/Y9j8q/8e8fb/ZFW8D+6PyrodK/U05DzT5v7jf98mlw/wDcb/vk16Vx/dH5UvH90flR7Fdw5DzXDD+Bv++TQN39xvyNelcf3R+VHH90flR7Jdw5DzYbifuN+Rpfm/uN+Vekcf3R+VLx/dH5UeyXcOQ82+b+435GlAb+4/5GvSOP7o/Kl4/uj8qPZLuHIeb4b+4/5Gj5v7jfka9I49B+VGB/dH5UeyXcOQ84yf7rflRk/wB0/lXo+1f7q/lQVX+4v/fIpexXcOQ843ex/Klz7H8q9FMaHrGn/fIpdif3E/75o9iu4+Q86GWboRtGeai4K/MOR39a3vEEqtqDKABsULwK593CIxbHqcjIr1sNT5KVjkqazsVJ5nuNPuISrDdcQwgH0yWP8hVlnwWG3GDiozcfaksNqAB2klwDgHGFH9afL3OME9c81101oYTepFMcsBjpyTUZijZDvdlAH3lBx+PpQ8bqC2fwFMeeSCPcIt4Y8AnFaEFvQoLSC+RdSkD2sjRwbm+YEsSwUg/Qe1b3iu2tV0m0LQJ/aasM+RtCxpg9SvY8YB5rmCqzw2mEjxJfcqMnhUzgk8d6tbts0hVTGN2QM9DXLKh7SfPc6o1lCPI0Mt7t4LZWjvbiGTbwpU4I9j2FQPcvMc3ENldPjbvdFzntzwfxq+10ZAFkQkY6Mu4cVCYopA3+houehjbbwPaqdGRPtovcZ5dmqbvsUtvnvBMRz9GzxU6fZ2HyakUyoIF1CV/DK/4VEbW1bLJNKu7qSowPbIPSq89syRFUuIZiWBIYEH8z2pfvEH7qRpWSXVhdpfaaIrpJBi4hjlBJGeozg5Fd1azQTBcuAW/hbgj868va1uViXEKnsWVh/ME801L67t3AjaaEDgIJOCD6A152KwarS5noz08LjJUo8idz0nUtmluLgMTEzhZFLcLnuKn2xzw+YjqQf9oV54dYvyABeXJUZwSFIx+VV31a+Kgm8n/uhfMAz61xLLf7x2/2k10OvtJ/sepXERSRrYkSAkcJnqMmq2v6xZiIwoWdj8rJG4zj/e6AfrXITTTXEpBLSBeMsS30HPFPWJncM5xn+EHtXTQy6KdzmrZnJq2xZlmkvZlYnCjgKBhU+g9akIAXauQF6diaagKAMg2qOAvQ1KGyckMwPQnvXs0qfIjwqtXnYiABCcfjmndTnAJC9ajDDJVj09KnQCN9nUGtTMd5YCIzD7p3bc/jVO3lEd3qkkqkRx20aYwR1AJ/9CNWbq4jjgxtwFBPP0qKQiGyu5wnmGeaPaueOFH6cVlP4kbU/hZB8pjUqpVDyFPpUsUu37x+Wo3bBIYYwMY9KhH71uMgdz60mx22Ots7wT2cUhwpK4IPtUxlHrWp4NEM2ghHjRmjkYHcoJHcV0PkQf8APGP/AL5FeFOilJndGN1c4gyj1ppkHrXc+RB/zxj/AO+RR5EP/PKP/vkVPsvMfIcL5g9aTzB613fkQ/8APGP/AL5FJ5EGP9TH/wB8ij2XmLkOEMg9aaZB613n2eD/AJ4x/wDfIo+zwf8APGP/AL5FL2PmHIcF5g9aTzBXe/Z4P+eMf/fIpfJh/wCeKf8AfIo9j5j5DgfMFNMgr0DyYT/yyj/75FJ5EP8Azyj/AO+RT9iHIefmSmmQV6F9ng/54x/98ik+zwH/AJYx/wDfIo9iHszz7eKPMHrXoP2a3/54R/8AfIo+yW3/AD7xf98Cl7HzD2Z595g9aXzBXoH2W2/594/++RR9lt/+eEf/AHyKPY+YezOA3j1o8wV3/wBlt/8AnhH/AN8ij7Lb/wDPCP8A75FL2PmHIcB5gpwkHrXe/Zbf/nhH/wB8ij7Lb/8APCL/AL5FHsfMXIZOlH/iT2P/AF7x/wDoIq5mqWlf8gex/wCveP8A9BFW810Go7NGabmjNAh9GabmigB9FNpc0AOzRmm5ooAdmlzTc0ZoAdmim0ZoAdmjNNqO4fy7aV/7qE/pQBxd3IJr2aUnq5IrNmL7GCD5zkLVzI3NVC7QSxtGzbA42g+5Net8MbHDvMYS0V2qN96G1jRun3myx/mKdKW2HOOoFMBzf6g6kFBcGMfRQF/pTtwIbkD61tDZGEtW2VpySMAge/WoZbq4GwbYnXphu1XHCDcTjI71FNapKiNG8f3SSCM1fRkrdEXnfvNKjLD5VlkO08Ak4x9eKsmQ4HzdB/FyeareQz6nFHIwxFZoDxtA3ZPA/EVZMZDbgflPYjoKmnsVU+ICfl2sBgjGQcEU8ZG4I7dOOeOlQhCpOQVHXJBpxL5ZQqhSBx3x7VZA9MEku4U49M54pskayKcswAOOBSB/upgksQeTTw5X7hALHkEZ/nQIr4lU71PUYyFpu+d2+WUd+gqdpFGcKBkYIDZqN32rtKDjnkf1osCIA7nKkxEHsyCn7OjGNCR7U4ujnaqYAHPORTkbLnIwOmRS5UPmGFXkYMWI46Y4z/SnAbcqTmpFORtBAJ5pjLtOflJ69aCbIlXJTgHHepiTuGASvqKrIGB5I5PAp5DLwTnJ55oBEirhy20D8KUx7mBNIjMsedvJqSHfyBn8aBla7DpbMQAxII69Kt3iybbS2Q/fbc/fhVHP5k/lUd43lWwQH53OxSOKlurlY3lAwXWMLux04yf5/pWUnqbQ2MpyXLt2ZjjHpThmMjA4+lNIBCqMkDrVhDkFdvI6/wCNKKCTOn8FXTrqckB4V4yce4ru815d4YvfL8QQun+r3bGPrkY4r07Nedi42qXR3UHeA/NLmo80ZrmNh+aM0zNGaAH5pM03NGaAHZozTc0ZoAdmjNMpRQA7NGabS0ALS02igBaKSjNAC5ozSZozSAdmim5pc0AYeln/AIlFj/17x/8AoIq3VPS/+QRY/wDXvH/6CKt1QC0UUUCFooFFAC0tJRQAtFFFAC0UUUDFpKXtSd6AFqnqj7NNnPquKuVl+IJNmlP/ALTKKqC95ClszlCAsbHGciqh8qXUbWOUZUyAnn+6M5/Sp1IY7egxzVS6mkja6kRH2JbSZI+6W4Ufzr053skjhp/FdlbS1eay80KS0jtKePU5qR7aY7vlIGM49KkF+YYkjWMgIoA47VEdRkJ4HXocV0JWOd6jTbTs2D0PU9qimjuEVcwI6LnqcYAokv58FSDiqs98rBgZWVgp6pkU+jFb3kWDcPFqcxJj+eCI/LyOnb196lS48wErjB4z0qv5kc2p3ZlKM22NOMdlHI9KuxwRgKqjg+lEPhHP42Is21cZ+bOOaXeCCWI57etPAQFjt4wOaTaPLwDgsPzqyAyqMMYOBx9aVi2cFQeOtIU3MVPHAORSPH8+Vztzxg9KAGrGC+44Uk5IxzSlVL5b8cVGu5eT37kZp+RtycfUUARoiMuQcnnjHNIAy/dHy55JGKlMOFyM5PXBqMpnjLBQc5NIQ4/LtAAyRkml3jGSSGz29KYduflAz0HNPeMhQMjPc0hjgAArKM+nehvvlcgnrwaaAyq3IAHTnvTVY7wTigCUlxgdRViAAYJI255NVwMsCSRircYAbKpk7SSeoHFJ7Dirsx/tf2/WR82bK1G8lR971/TNWJXzhSP3kv72bPYnkD8KrWrm208yMuya5c7z/sLyeD05wPzpIXd2eVgSXOfwrl5lLY6uTkXoP6IMkbulRvKZXFrH3++fb0FR3E/zmCE5k6M3Xb9PerNrZhIl4APfJ710XMLdWaVqn2Z4zEMlWDDHtXqEUgliSQdGUNXnNsieXhc812ugzmbTFVj80RKH6dq4cZHaR14aV7o1M0UlLXAdYUUUUAFFLRQAUUuKKAE70tFJQMWiiigBRSUUUAFFFFAgoopKAFopKKAMXS/+QRY/9e8f/oIq4Kp6X/yCLL/r3j/9BFXKYBRRS0CCiiloAKKKKBi0UUUALRRRQAoooFFABWL4mb/QIl/vSf0rarA8SsCLZC2Bkkn0rSl8aJn8LOcRdsbMRnjNUpi0lvfEY8trfA+bOCXUdKtPdgyNDaKHbbzKfur71U3QyQAqQ7zyrEZMY3iPLMcemStele7SOG1k2TvEg3BQAAKiCKSTgfL2qzKi8kEn8cVG8XPA+9jkmuhO5zlNljY8hc8/nUE1jFKskg3kjgHHWrT24LFg3yjJAxioS6MwhaOc7eR5ZxuPcZpSdkxpXaKwtlW9uZAAw8wRg4/ugAnirmxkPy9Qc8elMijxJfKzE7J25HbNToyqecjt1qoL3RSfvXI2ZiAcEACnoxBQ89wD0zTshoxjHJI49M0AK7j5ux71RICQM64bGM5puDjdu57809UBTcw5YYz61C0eAPu4J69qAHBOAQxKnpUgjKKO5qIM6fKWP6EU7zX+VcZBHOOlANErZYjaR178YqPa2WI4PcdeKlVg3zYAxxzSmPcAcD25pAVtnJIPA6c9KcWcjBI2jvirPk7VwAOO2KryISwViQfbpQA0wM4zyF65xT/LVDndntzRiVFG1iV75FHmEJgg59qQBkE/LUF9cPaWoEbBJpmCx4GTn6U5UJZGbjjPFTXDpFNJN5fmNDD5cYzwJH/wXmoqXcbIunuZrxvdO2SdqfI0uO3c+5zmo7y6WP8A0a164xn0/wDr024ujDGLaLBcdSOi/wCJqGG33ZOCc9Seuayp01HRGs6rkx1tEIAGHXP51tQbmTecKB3rPCiFl6ux/h9K0rO3ebBcYXPArUybuX7YFz8o46Z9q6bwy+17iHPYNXPwr5bcAcVsaNJ5Wqx4PyyAqa58TG9Nm2Hdpo6rFFLRXlHpBRRS0AJS0UUwCiiikAUUUUAFFFFABRRRQAUUZooAKSlpKBBRRRQByWneJdBTS7RH1vTVZYIwVN0gIO0cdatf8JP4f/6Dumf+Bcf+NfNVFA7H0t/wlHh//oO6Z/4Fx/40f8JP4f8A+g7pn/gXH/jXzTRQFj6X/wCEo8P/APQd0z/wLj/xo/4Sjw//ANB3TP8AwLj/AMa+aKKAsfS//CUeH/8AoO6Z/wCBcf8AjR/wlHh//oO6Z/4Fx/4180UUBY+l/wDhKPD/AP0HdM/8C4/8aP8AhKPD/wD0HdM/8C4/8a+aKKAsfTH/AAlHh/8A6Dumf+Bcf+NH/CUeH/8AoO6Z/wCBcf8AjXzPRQFj6Z/4Sjw9/wBB3TP/AALj/wAaP+Eo8Pf9B3TP/AuP/GvmaigLH0z/AMJR4e/6Dumf+Bcf+Ncr4r8RaVc3VulvqljNGq/NtuEIPPc5rxCiqjLldwaurHqv9qad5pDX9mcDb5Mdwirj0Lk4/LNWLbUrFrhXvtV0sLEpWCKGdAsYPJGc815FRXQsU10MXQv1PY59S0d841ax56H7Qn+NN8kyRrJHKjxsAykHOQehBrx6vUtJ88aRYkMSBBHjP+6K68PXdRtNHLWoqmk0yy0FwrY8zA6VVNzex5CN6DI5J+lWnaRc5ORniqX2rb8rRBvmGcHnj0rrscxIsjtqt+uUO5wxK9M4qdd7MF5PfkVBBIsmrXoIQFircduBVpI8v8zNjsT0pp6EvewKpTgjB5zziiJPnwF/Pipdp2HI+YHPIpT5bEhvlwMncvemAilVwrArj1FJsUIvUgEZBFJtxko45HOakZtwUFiucYPY8UAQhULKoOTnO4dqeiZOGJA6Y6E80oXoNpJA796mCqFHXpx81ADEXgq5wOo4qyAgQAHqOMCoVHUKCSR26ipY428sbgc9vWpAcu1QQDnjqarMRu6DFW4Y2Jwy4z0pJk8vsMd+KBopbhhjtwCaAM5IH0qR0JUAdzk05+AF6DvSuOxCCEXcQSBgY9fQfj0qK8doo0iTBlBJdj/e7/4fhTpJRGxYAfuume8hHH5Dn8qzZrgRhfNJweQO5/Cp3KSsMijXzGJGTTvOJJS2GfVh0FUpbiS4YqV8qPP3R3+pqa3ExBWNMLnueKaWgrly3gWBi0p3M3OTzmte1diRgYj7ZqhbhBwN0jep6CtezjKsCw49xxQ2KxZQhhwD15Jq3FmKSKXptYNTWACMABt6jinj/V7OvFZVNVYuDszswQQCOhpar2Enm2ED+qCrFeO0esFFFFIAooopgFFFFABRRRSAKSgUUAFFFFABRRRQAUUUUCA0UlLQB8j0UUUFBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFes6Uduh2Py8/Zoz6fwivJq9X0ssdF09cZzbR8evyiu7A/EzjxeyLD52kjAJGTis7qWV0bGcADjFXC65YnI7lfSokm3E+WVxnJyOTXpHAyNUU63cBZMlUAGOvTnPvVshlHUsOhH4VFOjnxDcbQjAoGGCM9P50pZgT8pBHHPeiOwPclErHtyBggCgBmOW64PPSmKzBGweQO1OjYsCdvqD7GqEKrNvYP8wIGfripogzKBggEg4A/wA4oiXfkkdQPzqTIVARg4OflpASkAMpLAgcYyBUZLMwVl24PtUsMTuNzKQh75z+lOaHy2ZhyKQ7CQxKrkscg4AOamiUsoGOPpTlVsL8pIHv0qVYl3jgnnFK47D4YlyPujAPJFMkUAEetXIV/hAAHUCmTqkYJxgYqLlJGYYivB7kYqpcTiMnbhpM4UepqeaUvgIMDsa5291CON2HmgZBUsT27gfX1qXIqMSS5uDuCRYJXOGI+8T1b8TVRbdvMZny0hGdzVXW9Zzi3iZz03ngVMLeSVM3Ehb/AGBwPxqkKWgilTJ5caee/seB9a0IbZ5CGnkwv91eAKLaKMKqoqr147Vbj5YbTgHvVWFcuwxokfyAbTzmtKFcoM44HWqMXMWC3JHHuavxMwiwdxAGMGkwJkXaCMHp0NKCyDoMCpBkqCowCOlIRnIbrjpmoYI6LRX3aagz91mH61o5rH8Pvm3nX0kz+YrXryKitNnqwd4oXNFJS1BQUUUUwCiiigAooooAKSlooASilopAJRRRQAUUUUCCjFLS4oA+RaKKKCgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvVNLTOi2JwRm2j/wDQRXlder6P/wAgaw/69k/9BFd+BXvSOTF/Ch/lYXtz3xWVNDtZSzNgtz64zW0v3F+tVLj7yfU16J57ISjLrihGXLR9ejHrVmRGyWK8jHK1Fdf8jKn/AFxWrMnVaI7DkN3hSFBIUg5BHf1pySqVHAbnrgij/lk/0pIvvj6VRFyxCqRyN1GR061OgXYectUbf8fg/Cpv+elIZOhA2ttK9QfpTk+ZmJVQSMn0zTV/1afSpYP9Sfqf51LLRZSMBeARt5I7VZQKWGBnnuahj+4/+7Trf/WD/eqHsCJkyuSx69BVa+b5SCT0qwv+sP1qve/eFQUclr9wYbYW6SEPOdvHUL3rAhs1VsJEufV+a1vEP/IRt/8Armf51VT74qkrlN6Dlik4Bc49FFWEXr+8Jx+dLD/rB/u1HB/F9a0sZNlmMhGGAMk9atRuSV9PSqn/AC0/EVcTqPrTEmXYWPQMSAeRjpV6FgTjtVC3/wBWau233KllFyKXaMEH8ac4/iB/Kq7f69foam/5Zj6VDGbPh04a5TPXDVu1z/h//j6n/wBwfzroK8mv/EZ6dL4EFFFFZGgtFFFMAooooAKKKBQAUUUUAFFFFABSYpaKQBRRRQIKeq5plTRdKTA//9k=", "path": "029670.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029671
Women Tops & Tunics
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", "path": "029671.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029672
Women Tops & Tunics
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"path": "029672.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029673
Women Tops & Tunics
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", "path": "029673.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029674
Women Tops & Tunics
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", "path": "029674.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029675
Women Tops & Tunics
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", "path": "029675.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029676
Women Tops & Tunics
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", "path": "029676.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029677
Women Tops & Tunics
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", "path": "029677.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029678
Women Tops & Tunics
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", "path": "029678.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029679
Women Tops & Tunics
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", "path": "029679.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029680
Women Tops & Tunics
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", "path": "029680.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029681
Women Tops & Tunics
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", "path": "029681.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029682
Women Tops & Tunics
{ "bytes": 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", "path": "029682.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029683
Women Tops & Tunics
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", 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