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.
030184
Women Tops & Tunics
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", "path": "030184.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.
030185
Women Tops & Tunics
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", "path": "030185.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.
030186
Women Tops & Tunics
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", "path": "030186.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.
030187
Women Tops & Tunics
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", "path": "030187.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.
030188
Women Tops & Tunics
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", "path": "030188.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.
030189
Women Tops & Tunics
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", "path": "030189.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.
030190
Women Tops & Tunics
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"path": "030190.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.
030191
Women Tops & Tunics
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", "path": "030191.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.
030192
Women Tops & Tunics
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", "path": "030192.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.
030193
Women Tops & Tunics
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"path": "030193.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.
030194
Women Tops & Tunics
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", "path": "030194.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.
030195
Women Tops & Tunics
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", "path": "030195.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.
030196
Women Tops & Tunics
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", "path": "030196.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.
030197
Women Tops & Tunics
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", "path": "030197.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.
030198
Women Tops & Tunics
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", "path": "030198.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.
030199
Women Tops & Tunics
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"path": "030199.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.
030200
Women Tops & Tunics
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", "path": "030200.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.
030201
Women Tops & Tunics
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", "path": "030201.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.
030202
Women Tops & Tunics
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", "path": "030202.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.
030203
Women Tops & Tunics
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", "path": "030203.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.
030204
Women Tops & Tunics
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", "path": "030204.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.
030205
Women Tops & Tunics
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", "path": "030205.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.
030206
Women Tops & Tunics
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"path": "030206.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.
030207
Women Tops & Tunics
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", "path": "030207.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.
030208
Women Tops & Tunics
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", "path": "030208.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.
030209
Women Tops & Tunics
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", "path": "030209.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.
030210
Women Tops & Tunics
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"path": "030210.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.
030211
Women Tops & Tunics
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", "path": "030211.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.
030212
Women Tops & Tunics
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", "path": "030212.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.
030213
Women Tops & Tunics
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", "path": "030213.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.
030214
Women Tops & Tunics
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", "path": "030214.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.
030215
Women Tops & Tunics
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", "path": "030215.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.
030216
Women Tops & Tunics
{ "bytes": 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", "path": "030216.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.
030217
Women Tops & Tunics
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", "path": "030217.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.
030218
Women Tops & Tunics
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66lc3V61zbW25iihAfnftk5z6d/WgDaitYZtYlubaxa6i0O1Kf2lqitsMzruLKnQnJ/X8az7fUYbHwjfahq/iW5nub5mgMVkDErc7flIByo5yQOTwDT7iKN/DOvXfijVo3lluFU2tvKQqhm/dnHUjG5guOe/amLq1t/wr1IvD/h2WRQFFwS+8/Zldhl3HK7jk4GMDceKAKugjRIvB+oXNtpOp6rdusm3zSZPPQfIGdV+6g7KT9PWn+BUtv7HvptP8HS3BaVmtzIxIkdU6vnCBQeABn0HPNaFtN4rv/hm4P2SwtnhaYy3EQhjSIN8saKvOCOSxHTAAJOaXw1Z+KbrwzqSX+sRWaTeaZt2Ga2i2AhVhAxHkcnP3V6AE0DKXw+S6lub65t/B9uYy0ahnA+eYE5O/7iop7KDjtk80/wAHDxJN4lv7n+xtObaT5koVCJ5N/aTsF/2AcdOppvgPT76S7u45/FUcVy8UapGsn71LYA8qhO1CR0zkoOcAmqXgrTbB/Eku3xXIJTAVs2PzSpCG5JOSsZx064HzcGgRp6L/AMJaPHV3KbjTnw8uZVYILps8JubLEJkfd6dOppm3Xbb4hSfafE1lFF9pbe2TAJJdnEWOWZV9M4HTOTWVoNj4ZfxxK0Gr3rhjMloEAnaIA/NIZCMJ3wecD5iRxRbf8IePiN5tkb2QecyR/Z5S2fk5naR+3UjBz1YnpQMt6yjWvxAUXnjEhRPG9yu0runKYVVWM5KjjOfujjkmofEi2lp45habxjcBlaCS9GOXlHCqqR8jA6gn5R6k1DqeoeE4/HNm1hpMkvktCkJjkMCyggkytIxye5B4zyxJo8T6x4fj8TaYtp4eLxQrF9k48hZ2Zzly5wzKOdvTJ+Y8UAWNeD6b46tZh4z8uRvKlvhI4gBblUQBckDGPlP3RyTk1V1HTfEB8Z3KM1pqcckfnzCGFYwzMnyx7mPQDkYJwuTjJpnivUvC03iHSI4dIm2xYeIWkfNxI0nIEh++oOeQDuYYziorqy0KX4jW39l6ysF0g2hp5WmaS5IPJ5HI6HLEE4GMA0AeZajBNaXk8M0IilhkMboDkZHXFWdKmAuFVw5V87VXuT0HPbOK1de07UreK/EkjXdot1tjmKquRuOWwOckn05xWXDbyo2Y1YmBQ5Kj7uCMn8MisZo3pu6OqsI7pLbUtNbVILSONCSdmWXbyxH+1lQMk/zqtF/ZDeDwDH/aWo2sq4XYSCDltqkdcZy59vpVvbJD4liddOsVtrhRIsMso3Nx8obPGSwJ7+9S+HYdVK6xaR2tlYEKyvOqgkEg7yuME9hgYAq4mM3dlxEvJ9Y0LVS2naZZyoGSUw/NuOBuAOfvFsAeg7VNpl6914qvp7OWS/ntLlIoFkKxW9sS23eQv8IPYdSfrWHC9pP4ee51fWDLLa3IkgFvuwjkr04xtCjkL09c1uRTXGvG8XSoFsNI1C1DmTYuQ8YBCZ7napx3+Y56VZJ7ZEJBEgmKmUKN5QYBPfHtT6qaZewajpdre2rboJoldG9Rirdegtj0UFFFFUMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK5Px3caB/ZElnrsMsuYJLiEICQCm0E8H73zDH1rrK57xfEF0pr1NN+33ESPEkQUZIkwpyccL0z7VlV+BmdX4GcxC+lzeKoW0LRZ5ru0sowTI+1FJG796xPznOF49GxnjFPT9E8SW83iiefWlBWJ4Ymtww3M7ksEjxyS5Clj0JPJxVvX9L1afxto73WqWOn2hKObSPIhiZcpGMjHmZLDj69B1q6noXh9NG8WTTa/LczC5VXJmVWEnG3c54I3Fm2joM8ZFcRwnN6zYC3sPD9vqWupIFdi0dvMZlLc78k9w2BxwME1reBNau7jRdLtdDjb7RBqLR3MjOCIYmXEfXopxg/SuXmbw7ZW/h/az303zENtMYIBx04+UncRnJOBU3hbUZ/sOr2CQx2lzqcqWwcja6oC3zKMjkOVBA7E4zigDtrSy0TQYfFGnTTXGpakhkaMSQh8FiEXjp5hI4z27daTRtR1vxN4IvdK0vTbW1t4pSsXnIVjhijAfa7Hh3Y46jGNxbtUqXmjeEfEum6hLBHdaleMsF8d7BYZ85ZyD0OCoXuQaq6Xc+KrfW7vT7yZNLsLy1Z4mmlUIokkP7x85JlIZgAcfMPRaAJfDWkarrPhfUIdY11oEuTJdTKkxaZ0xuQhTgIhIL+rDb90Vn+CNL8Om11C11DXGZpF+13USnGYNpwssoz0+8yg43EDLdKi0TRtD0nxpqGj6pq9zdtdSLbLEF3SSqgDkSsMlYyCB1GQpJwKTwrd+DrPxVqFstrJNaNK0xLORbwRxPlCQxzITnd06lQoPWgY7wLH4QSa/innu3heNbifOfIiiVjiORsAv2LDgMcAA4qLwnfeEP7fv/ADLCdbeZGecbykNuivwhUndJnjI7khQtWfDGuaJH4yvnbw7gs7yyF49rRFX/AHaxQ85YkjryWOeAKm8OeIJh441F38NYuSWa4V4d05O/EaRgDan16E5YsaBFPSdX8NzeNL55vD4CTed56zfukhjDDAEYyXY8ZB5JwAAKsf2+k3xHlabwzGk26TcL2A7ktwv8MaKcufXnJwowM1a0DXPEjeOdSeXQ2Fym77Unll5JMtiOMScCNQOQemMtycU7Qb7xhJ431SQ6ePMgdluBEoZZmLAIhlY/KqryAOg/hyaBkN74i1mX4kxhvD/kyR/NH9phMzxWwXkKqDG5j1IzzhcgA03Wte8QTfEK2SXQxbsqpJb/AGlGuPJgAy5CpkBm6EjJB+UHvT9DfxpP411O4VI2EM7+cbcoIZnJ2hWkJJKKOwyV6YDGotBbxlP4v1G8/dSxRzuHe3KJBcOTtAZzklFUdBnHQc5NAFXxD4lubrxzaW+p+H0jgiCSQR377VjixlnwoPzHPHJ29MZqmmoeHNV8X3s8kF3p0VlbtEGjQW6xRqAAHIOQzZIA4x9TVnQ9X8UjWNW1efTEuUUyhjDF8s5HP+tLHCKBwBnr0zk1jW2t2V9pU1zqekibUtVm8qOYKZJDkEMTnAX/AGR2HPbkERWWgyw6fDf6VcxzwSXT3BgU72VIxwrMeOCQOOSSeuK9M8NeBNMbQBLqFszXd8hllJYjy964wB/u4znvXKaXoVrc6laN4e1ItbK62Z3NkiJD8xHA6knt2zmvZAABgDAHQVtSpqTbZ00I3u2fOOv6dJpc0Jm0eZptPn8uWbzcFucRkZ7Y54GORUFpJosXiudJJL4QSKRhiflXgsSzc4JyOPf1r1H4s6R5ugf2vG8kTWgImeE4YqfuE+oVj+TGvMftmof2/YXKfZb5ZIVIdV3NsAxj5sAEnnPr9KyqR5JWMqkeWVi14euka11rS9G0cpPKhIaXIKZbOw56JtXnJBJq+sV5PoGi3utas9pbx3IRreEKzMCc4wOnRQq+nNQaO+vXHiW/tzdwQrcBgzI4ZSWxwc/eZV6DjHFVLa30m28M6ib2Z9Qure5WRAF3HluCSDjdtTuSADUkHtPgq6juPD5jhgMEFtcy28SEYOxW4P4g5/GuiriPAtxf3F9e3FyscVpd28NxbQpnjjaxIPQnAP0Irt67qTvBHdTd4oKKKK1LCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACue8dRzS+CNWS3vfskjRKN+cZUsARnIwDnBPYV0NcJ4vbS01u5Ot3LCy/sosluFyHYOxLNjnaCV47nb6VjWdomVZ2gzLTSfCyy+Gbq71d7maKJ5TLF93y4lxhVwSE3BjvPUn1IxjJeeDm8Gaw4t7ify5WaPzQ/k+bLhj5aZzlQOp5wOSA2K3tJ1zwtY6vpUK6RcSNbaWH8255kBO3aAMneThQFHTP1NYnh7WD/Z/iGysvDBTUnQooSICczODuG3btRAF4+g+8TXGcRhPqllHo3h/+y9IYBLg5kZPNJ7KWIydxAY7O3B9K7TwXpVxq+lXljq9mIbi0kWWGQqj/MzO3Gc5B75657Vxs2pa5qGi6La22nrZRRXxREiTyyi5wAC3DHhst2716n4C+1LDq8d95X2uK/aOQxDCjCghRxzjOM960pJOVmaUknKzOduR5MlxarDHJ4nv1t7iOLflAqyDaG68qQSWHOFArM1HS11Lw3cXvi/Xv+JvptwsPyOPlBkOHdcfNnBwMdvc1o6jo+peJborcRR6DDp1+lpFLLkfao3kBHOcnJGR+AqtdSeErXS/Fsksk967XYyDl1Vmbbw3AL/Kx64UECsyGSX914STxJ4fkt9IkuZ54TJKtwSjuZCSxmYn5sKWO3HOQDxgVesdZkl+JN7JB4Vy0KhFSW2xL5fAjCgDCEkZLseg68Yqe31y7l8XaLb6T4bEcMFl5igJ5gOeGCNjAy20GQn+E/i3wzN42n1bXJ2+zW6pI8buSpty5JLSM+Sz7QAAB7DgAigRH4W1nxTN4x1aX+xVM6uY7gFSxkkLfIrSnhERewHQ9CTTfBlx41m1nU5ltogqu0chJHkySliS7yEkttAAwM8YX5eai8I6f4tj0fVL+bVIbODymjSZyDEiBSxlEYGSWJ4Y46k4PFQ+HtC8RQ+GNVvbzWvsgeAwMQTI0UarhUEIGFZi3f5gD0BJoGTeCYvGTSX1559vDAu6NZWZBbsSxZ5jj5pDkcHPPrhah8GaX4rihvdRk1WG2hjjMcc7v+7SP5naURBctk8hmxnrzxTdG8PajbeDNVub3xCYppwYJ/IczSjGEjhxu2rz1A57ZABqGw8Ni38B39xceJVeW7kMUzWcgd5JshUjaRmxtGDnGAcZyQBQAvhbQ/Edrpeoanc60tsqwtAkjuzGKLBIxCBwzFgRkbhnOMk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"path": "030218.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.
030219
Women Tops & Tunics
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"path": "030219.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.
030220
Women Tops & Tunics
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", "path": "030220.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.
030221
Women Tops & Tunics
{ "bytes": 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"path": "030221.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.
030222
Women Tops & Tunics
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"path": "030222.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.
030223
Women Tops & Tunics
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", "path": "030223.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.
030224
Women Tops & Tunics
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", "path": "030224.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.
030225
Women Tops & Tunics
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", "path": "030225.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.
030226
Women Tops & Tunics
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"path": "030226.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.
030227
Women Tops & Tunics
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", "path": "030227.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.
030228
Women Tops & Tunics
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"path": "030228.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.
030229
Women Tops & Tunics
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", "path": "030229.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.
030230
Women Tops & Tunics
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"path": "030230.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.
030231
Women Tops & Tunics
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", "path": "030231.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.
030232
Women Tops & Tunics
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", "path": "030232.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.
030233
Women Tops & Tunics
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"path": "030233.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.
030234
Women Tops & Tunics
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", "path": "030234.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.
030235
Women Tops & Tunics
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"path": "030235.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.
030236
Women Tops & Tunics
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", "path": "030236.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.
030237
Women Tops & Tunics
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"path": "030237.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.
030238
Women Tops & Tunics
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", "path": "030238.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.
030239
Women Tops & Tunics
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", "path": "030239.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.
030240
Women Tops & Tunics
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", "path": "030240.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.
030241
Women Tops & Tunics
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", "path": "030241.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.
030242
Women Tops & Tunics
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", "path": "030242.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.
030243
Women Tops & Tunics
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", "path": "030243.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.
030244
Women Tops & Tunics
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"path": "030244.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.
030245
Women Tops & Tunics
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"path": "030245.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.
030246
Women Tops & Tunics
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", "path": "030246.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.
030247
Women Tops & Tunics
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", "path": "030247.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.
030248
Women Tops & Tunics
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paSmgENFFITTAaetWrIfOT6VVqzb48lhnBchB+JxW1FXmjOq7QZzXiC43TMoG3fzjv0p2hWo/tvSAwxld/wDM1n61IJdRlC/dUnH06V1ENuLfUdFnA/5ZqpP4V9C3yxS7nkRV5XPTLb7oq4prPt3+UVcQ1ijdk4609R0qNeakBximhEigVVv7qC1t2aUBh0I9aWacIpJOAK898R6tPdyGBNwDcDHpVc3QcY3MTVnguNQaO2yoYkquM49vpVCTSWZSzOgfup6VtaeEsRlIxLcsvJJwEA7k9hWBret28bSGG4N3KPveRHiJf+BHk81a5paIJcsdWULixZCcx4x1INZ8sZVvvH8acmuSPkyWpxnB2vnH4Gtm0046jF50MTEEdHFDvHchKM/hOal3gHjPuOtVPMdWyDg9jXTXukSwgkxOv6isC6gxk4wRzVwkmZTptG14dvw03lEgE8Mp9PWuxdysOCCCwK5ryy3ma2uY5lyCp5+les6fIk1tFIyh43UE/Q1lVVnc1oyug0gXgcYaVsdQ3OKZ47sTLoAu8bTA4mG3sD8rf0NaGmy3sdzLboVdYz94+nbNS+JMT+HNTZ/uRWj5b1bihPVGtRe60cLoWoiaAWsrBlI4YdqvyIY3KnqK4bT7lopFKMQw5Fdta3P2+z3k5lj4P+0vY1hjKH20ThKtvcYlBpcUhHFeYegJRijFHSgAxSYp3NLtoCw3GaULTwtPC5pNgMC1IFpwWpFWochjQlSKlOUVIq1m5FWGqtSKtOVaeFxWbkMFWnhKcop4FZtjQgWnqtKBT1WobAQLT1WlC1IFqGwGhalVeacqVIq81m5ANVakC05VqQLWTkMxTSUGkrrEIaSlNJTAaaDQaQ1QBTDSmm0wCijtSVQgNNNKaQUwENJSmk7UAFIaDSVQBSGg0lACVYhbYqyHG1CXP4KcfrVepkb/AEK5XGT5ZI9q6MM/3iMq6/ds4e4Jad8nngV6CYTLDEo+/EFdffArzqVx55bP8WTxXoAuGikhkQ8FFIH4V6+LnyKMjzsPHnujsbCXdGp9hWqhyK5uG/t4LT7QxwnoPX0qrN4uVcrDHkj1qo+9qi35nZbwO9O35HBrz8eKr2aQKsWeeoHT61uWGssyjz/lPvQ9BqNzbvF3wkD0riLq2MVyS/LHgGu9h23EYIIORWDqNgDdjI4pMqLtocZqdgZ5rWxErR/a3L3BH/PNe34mrWseCbFjBLZSRruVFdNxG0r0YY/lXUzaTDcTQz+UTJHGUHzcHJzz+VXbbTHA+fGa2hUcVZGFSlGbu2cfp/gyzjb5180sQSWHJ/8ArV19vo0MEAVUVQB0ArTgskiHAyfWrDRbFrOV5astWSsjlNQ0aKRTlRXCa94ZADPEvzDngV6rcjhqw7yJZMgioi3Fm1k1qeETWrRzMjDDD9a9B8MT+doMan70RK/hVPxLoeyTz41HJ5FO8Lt9neWA8LIu4Z7EdRW8nzROeMOSZ1WmLFBdSzISXmbLZ7D0FReNrkWPgi/3AK0oEa4PUkj+lVEu40hDja/O3k9M8Z+o61zPxM1aV9RTRiCIrbEjN2kLDg/QD9aikrzsXXlaJxFu3z8fhXSaLeeTcLz2AIPRhXLRALIM+uPxq/bSsrEg4Pv3rrnFSVjghJpneTJ5chXt2plSbSbO2kPVox3zTMV8/UjySaPchLmimJSbc08ClxzWdyhoWnAUoFPC1LYxoFSKtKFqQLUOQ7CBakVaULUirWbY7DQtSKtOVaeBzWbYwVaeFFKop+KhsYgWnBacBTwKhsBAtOVaeFp6r7VDYCKtSKtORakArNsBFWpAtAFSAVk2MAKeFpAKeoNQ2BzxpKU0legIQmm0ppKYCZpDRQaaAaabTjTTVAHakpe1JTEIaaKcaaKYAaTPFKabTQAaSlpDTAQ0lAoNMBKlhG4SoP4o2H6VFT4n8uRW9K0pvlkmTJXi0cLdRmO6mj/utiuu0y4+1aNbSZy0eYm+o6fpWN4gsTBqXmDlZfmB9v8AGpfD0/kXclq5xHOOPZhXu4mHtqF16nk0JezqanTRhrqzltVbBbDD8DWnFpWm6ZAJrgBmI+8x4rGR2gmDDgqaq+Lbu6Okq0ADQucEYJIPpiuPB1Lr2b3OytFRfMLqnia2hYqi7MDcI41y7L6k9FH15qpa+LZEm2PZM6/KWBnDbQemeKZ4KtbCaG7TUI5GeZShIGTz6e/+FdZonhGzhma4mgDux+UFccDpkdzXptQitTh56spabHS+HbsvHGVDLHIMhW6qfStPUIBvVsdaiS3FuqFRjHatGdPNt1PcCsNGbX1KVsAMA1ooF2ZrHLPDJUovWVwrLjPSknYpxuayAZps5AFU0ugevFMlucjg0+ZC5Hcr3TDBrIk+Zqv3EgYVnN96s2boz9Ss0ubZ42HUVxLrJpt6NwxzwT0b8e1eiSLkVl3FhBdK0c0YZT+lVGVjOaucusG9isSZLcgf7Wc/j0rmfHJWTxI53AyvCnmgdA3PT27/AI117aabO4kiSQmIdmPasDxHp0tzdSXhgaXKgFo+owMAY/CtaLtIwrxbicWU3KMd/wCdSwSZwp+8verUXkJb3EciPvOGjYjBVh/QjtVeWDa+8MACc59K67nFZnX6BePNYGB1YiP7rdQP881p4qh4ZQjRZcj5jICSDnjFaIGa8LGP96z2MKv3SEApwFKFp4WuNs6RoWpAtKFqQJUOQ0hFWpFWlVakVazbGNC1Iq0oWnhazbHYQLUgFIq81IFqGxgop+KFWnBai4AoqQCgLUirUNgCrUqrQq1Iq1k2AirUirShacFqGxiAVIopAtSAc1DYABT1FAFOAqGwOXJpCaU0016YhCaO1IaXtTAbSE0tNNUgCmmlpDTEFNpTSUwA02nGm0wEJpKDRTQBSGlPSkpgJ0pKU0lMBKKKKYDL6zGo6a6AfvkGUPuOR/UfjXOrGY4Ip1Hzo24Z9RXU277Jhn7p4NZmv2/2RzsUiNmDr+PB/WvZwVbmp8j6Hm4qnafN3NCKVbyzjuE64w3Ofz961dDVZ5ngcBlIzg1zXhu4EizQEnaVDgehPB/WtvTbr7JqMcmeN2GB9K5qsVRrpo3hJzpWOwsdEtrd2aCFFLHO4DmtqC0SPnqap20ynBByD0rTiYEZzXetWc7vYr3IOBxVqHb5PzNgYqreyBQKyLjXora4+yyeYHIyrCMlfzprRhytk+p6jbWu+WV1SKMZZ2OABXPXXiK21a2V9MdpSzBYyFIyfbPaquvvFqISIszfNkxAZ3n3rd0XS1tooyYghCgAf3R6UnZmq91GkYd0CDJ3BRk+pqlNBMg3CY8diK0p54LaItJIqD3NcVr3i+OM+RYxtPOxwoA6mjlFFNm3C0rNiXB9wafKgUe9Q6LZXENmj3jhrqQbpMdFP90fSrd0OlQ9GVcqfwmqjfeNW24WqbthqESzI1AbbtiO4Ga4zWrm8s5Tc2khRV6oecj1rsLlvNnc++K57W4N0TEdhWkGr6mc0+XQ59dSsNXAF7biC4PSaLgE/wC0KjezETggh4TxuHasaVfJlLBcKGwV9K0rS4w3BBBHzKe9ddrbHFe+5vaDMbS++wtnyZxtBPZu1bmzaxB6iuWjOWWRCQRg89f8iuuB8+GK44/eICceteTj6drTO/CT3iMC08LilUU8CvKbO9CAVIFoC1IFqGykgxTlFKBT1WobHYAtPA4pQKcBWbYCAVIBxQF5p4FS2AgFPC0qrUirWbkAKualVaVVp4Xms2wEVakC4oAp4FZtjAU8Cm4qRRUtgAWngUAUoFQwFAp4FIop+KhsDkaQ0tITXriGmkNKaSmAlIaWkJpgNooopiENJS5pKYAabSk0lMBpopTSU0AHpSUp6UlMBDSUppKYCUUUUwEHWoPFbgWFqzH5ipIHt/8Arq5bxedKB0A5J9qwPE919qutiD91GAi/Tua9DARfO30OPFSXLbqR+FWP29s5wIj/ADrcY/MTWd4dtjBZTXTceaQijHYVoHrSx01KpZdB4aNoXOq8P6rvAt5G+ZRxnvXVxTYTrXlsUrQyrIhwynNdppmpi8tQw4ccMM9KvD1uZcr3FVhbVbGjeT5cDNEttFMFd0BZRwe4rOuHYzxtyQGGasTX0kUTlIncgcADNda1Ia7EM8tnaSfMmZevArNuvEczMwRlhRRx6/nWTNeT3MkgiikeXPPmIU2/XNA0dZZBPfzh1XBECDC59/WtUrHRCmtyKQ3uqlmDssXeWTp+A71c0fToRdDYm4Jy8rDlqsyyS3rpb28YSIcYHJ+pNbFhaJBGI0HA5J/vGlKXYdSSirLc0Ix8uTVW6bpVs5C1QujzWRzIgc8Vm3cnlxMe54FXXkGMVjXswlk2Dov86CiqKo6hDvt5R7Yq/wBKbJGGQj2pia0PM7+2ILnH0rPRuMg8r+ddle6YzI2B0JzXHTIba6IYcE12U5X0PPqw5Xc0bK5JIXcc+ma7TQ3E9pMod2ZCDtY9BXnJBiYMvKnkVs6RrkthdrIPnGNrA9xWeIpe1g4oqjU5JJs78CnhazYPEelz4y0kLnsy5GfrWpDJFOCYZA23qOhH1FfO1aFSn8SPXhVhPZjgKcBTgBTgK5WzYAKcBzTgKcBUNgIBT1FAFSAVDYCAVIq0gFSKOahsBVWpAKFWpFWs2wAA1IBSAU8Cs2xgBTgKAKcBUgKop4FIop4FQ2AAU8CkApwFQ2AoFOApAKeBUsDjDSUpNNzXsiENFBNJmqQAelNNKTSUwuJSUvSkJoEJQelFITVAJSGlpDQAUlLSU0AHpSUp6UlMBDSUppKYCUUUqjcwHrTAuW8bLAxUDe/HPYeprlri0N9qKxQEsu/aCe5HU/SutuBKtssUB/fzfJHnoOOTVRbVbPLIflVfLi/9mb6k17FJqjSuebO9WpYicJGiQRf6uNdo9/eoj1p1NPWvKlJyd2egkkrIKns7qS0nWVDyP1qCkoTs7oTV9Gd5ZXUF/GCmBJ1KHqfcetXRGOtecs8uyMwsVmjcFGBwRng81rN45/syaGHWLQhXjDC4gO7v/Ev+FexRftYXW5wTfs5crOrudPiuRkghxxuHWs5tFAb5pZGHpjFX9P1Wy1S3E1jdR3EZ7xnOPqOoq6AG5rTVFKrJbMzobPYAkUe31rTittiVKgUU55AB1pEttlWcbVrHu35rSupgRx0rDu5RnrSZcUVLubZHwfmbgVnKPWpp3LNmoQaRpYGxTkGeKQAmpo0AoEVpbYMhGOtcP4h0Vijuq8gnFekbMjiqN5YpOjKy9RVwm4u5lUgpKzPH4mJQofvDqD2NG3DjIxW7rWiSWU5uYkJQnDgD9asQaPDf6FHNCR9qFx5Y9wRx+tdbmrXOFwadjnkYq42sBzXoPhab7ZaMsiqZohlJgMEjoQT3/wAK86kieN2RxtIJBB7Gu68Dh2ErbvlVCSo9elYYtL2Mn2LofxEjrNvNPC0AU8CvkWz3RAKcKKcBUsAAqQLQoqQCobAAKkVaFWpFHNZtgKq08DAoAp46Vm2MAKdigU4VLYAKeBSAU8CpbAAKcKFFPAqLgJTwOaAKcBUNgFOApBThSA4k0hoNJXtiENBpaaaYCUUhopiA000popgJ2ppp1IaYCUhpaQ00AUlLSUwA9KSlPSkoAQ0lKaSmAlKp2sD6UlFMRsWsyyR7uN4UgHHTj/8AVVGcFht/u8VBDKYnBFWd6uSw6kciuh1OeKizFU+WXMijTT1p7DDGmHrWJswpKWkoEKpINQ6zaHU9OLK376AFgMfeHcVLT432OD26H6VvQqunNNGVWmpxsefWtzc6fdCe0nkglXo0bEGu30f4oXto6w6rbrdR/wDPaLCv+I6Gua1jTTZ3e4EGNssMelYU/BGD90/pX0C5Zq/Q8i8oux79pni7SNVT/RbxBJ3il+Rx+B/pVi61KGFC8s8caYzudwBXz01xuCZAyO4qO6ZpI0YsWxnqc1m6SbNlXstj3E67bXUW+0lE6HIDofl/OqrzFzkmuK8A3HnQ3VnnOzEiD2PBrs/KrnqR5ZWOqnPmjcic5qLHNWjHxTFi5qUaDUU1ZRT3pUjwKmVaZIIvFSCIMOlORBVqGPPaglsxNQ0pJVcFOGGDXDXFrc6Fd/aIFJtkkWTAPAI9a9ZmiBhYnsKzm0mG4sxHJGGR1III6g1cJ2euxjOPMjxOfMs8krDIkYkkc4ya7/wjarDpbSgDc2F4/P8AwqhrPgi6013udPVp7Xq0XVkHt6iui0WNU0W22DG4Fj9c1lmFW1BpdRYWn+91LoFOAoApwFfMNnrABUirQBT1FS2AoFSKtIoqQCs2wACpAtAFPA5rNsYgFPAoxTgKhsAApwFAFPAqWwAdaeBSAU+obAAKcBQKcKVwFpQKSnCoAUClAoFLSA4Y0lFFe4hBkU00GjtTAaaKDRTEIaKDRTASkJ4oNNNMBaQ0UhpoBaSikpgB6UmRSnpTaAFJpKQ0UwCiiigBKVWKtmkpDTEOY5OajOM07qcDk1Wur+zsiRcTfOP+WcY3N/gPxrpoYarXly0ouT8jKrVhSjzTdkT0lYsviVR/qLQfWVs/oKot4jvWclTEP9kIMCvcp8L46Ubuy9X/AJHnSzjDp2V38jqKKwbfxNgH7Rahz6xttp0niR3O21sB5h6b33f4VlLhzHResVbvdWLWaYd7N39DdYJNC9vMA0bj05B9RXAavplzptwyshaMt8kgHDCt5pPEt1Bvt7m1BP8AyziGGH44x+tV38O+JNVVRe3W1AcgM5JB+g4rfDYSVBe9UVjKtWVR+7F3OWZtp549Kc5/d46813Fp4HijRftUrSY9e9Wbzw3ZyGFEjwchVVRTlUinoTGjJrUpfDiykhknu3GFcBFr0cQgkkVT0zSUsbNI0XaAOBWrGhGMiuWpLnlc6qaUY2KhgHpTPJx2rRaKmGKpNLlHZinohJxirHle1TQw89KEJsSKDpVuOLHapI4sAUk8mxhFGN0rDgeg9TVWMr6kEyGeUW6dOsh9vSrQh7AcCkt0WFMZyTyxPc1MHUHrSshsgeAYqjLp8LIVCKhJzkDHNam9W4BFNZQaJRjOPLLYE2ndHNTWskLHIyvqKaBW9Kg5rIvWtrRDNPNHAn95zgV49fLpX/da+XU6oYhW9/QYBTlFZB8T6KrlDe9O/ltg/pU8fiLRn6ajCP8AeyP6VhPKsdFXdKX3MaxmHe0195qqKkUGqCazpTdNStf+/gFXILi3uDiC5hlPokgJrlng8RBXlTa+TLVanLRSX3kuKeBSYIOD1pwFcTuaiinAUgFOA4qGMUCngU0CngVLAUU4UgFKBUsBwpwFItOxU3AXFLigCnAVICAU4ClFFIRwdFFBr3gGmkzSmm0wYUmaWkNMQZpM0UUAIaaacaaaYBSGlpDVAFJS0lAAelNpx6U2gBDRQaKYBRRRQAlBo7UyaZbaCS4YZESlsep7frW1KlKpNQW7diJyUIuT2Rj63q727NZ2rbXxiWQdR/sj09zXM5OeTT3kaSRpHOWYkk+pppANfrmX5fSwdBU4LXq+7PicTiZ16jlIRn2jOMntTVXaPcnJo6yAdQBn8akwBXctTm2EUfNXT+DNE/ta/lllB+zxjBHZvb8/5VzRBC8DLHoK9o8IaL/ZWgwIw/eOu9/qa8LPsQ6dFUo7y/I9LLKXNUdR9Bz6Pbxx7UQLgdhVSXRpgu+G4IPYEcVvzcnGKckeVr4y571zjZLTUkzuKP8ATim2rbdQt/PVlI3cEd67f7OrAZArNvdPhN7bMQOSy9OpxSZSaZJFtaPIIIqZIw1RpYmM/LVqNCBzUsTGmGmGIVZYjoKAny80wKvlc1MiqnJpXxGCzEAepqA7rkYTKx92I5P0poHqOluDu8uEBpP0X60Rwsg4yWPLMe9TwwIgAVQAKuRxDNOze4rpFLyHYdcVG1q3941rbABUMgp8olIyfKaNsg80peXtVtk56Vla9q0GhaXJeSgM33Yo88yOegFEKc5yUIK7YSnGKcpdDH8TeIjo1uI1ZXvZR+7j/uj+83t/OvL728uL2czXU7zy/wB5znH0HQfhTr68nvbqW6uX3zytuY+nsPYVVr77Lsrp4Smrq83u/wBEfNYrFyrS0+HsNNIW2rk05lyPeo5TiOvReiuci1HZzTQxV+CVI6EcU2FtwxTnFRyqSvYu7TsdBpXjLVdLKo8n2q3H/LOY5OPZuor0LRPEWn64gFu5juAPmt5D8w+nqK8azkcUsUzwSq8bsjqcqynBBr5vNeG8JjYuSXJPuv1XU9LCZlWoOzd12Z76BThXD+F/HC3BSy1dwsp+WO5PAb2b0PvXdYxX5ZmeWYjL6vs6y9H0fofUYbFU8RC8WAFPpAKWvKZ0CgU4CkFPApMAApwFIKcKkBRTqaKdSABThSClFSJnA03NKaSvoAYUlLSUCCkoNFMBKKDRQA2g0d6SmAUhpaSqAKSlpKAA9KbTj0ptACGig0UwCiiigBKyvEU/laYsQ6zPz9F5/nitWuY8ST79RSHPEMYH4nk/zFfQcN4b22Oi3tHX/I8zNavs8O0uuhjYozjrS5FJIAV46niv1I+PEjGFJ7k5p45NIDT165oiugM1vDWn/wBqeJ7G0IzGG8yT/dXn+de5NhEwOBXmHwxs9+o3+oMMhAIUP6n+lelO2a+GzrEe1xUkto6H0WApclFPvqREbmzipVH5U0CnV452js8cVDdo0sDbMb1+ZfqKeDzinhCSDkjFJjWgWrJNCsg6MM49KkIHaqhBs5WbBMDnJwPuH1+hqwJY2jMiyKVHUg5pDYm3nNMeYKSi8vjgUhaST7gKL/ePU0JGqcAfjQBGYd5DS/O2c47D6VYjT2qRE4pxwBTtYLiKADipVkCjFQEnPFJzVXFYsmXIqNmzmoySBxTSSaLk2FbGK8b8X63/AGxrTtG5Npb5jhHY/wB5vxP6Cu08deIP7OsP7Pt3xdXK/MQeUj6E/U9Pzrylzk4HQV9Zw/gLL6zUXlH/ADPGzLE3/dR+f+Q0nJzSClxk0dK+m8zyQqKcfuzU1RTcoaifwscdyC26mpm6VXtzyRUzVjTfuFyXvEfQ0jUrVEzYNRJ2KRLEeoJr0DwV4y2yx6RqcuVPy28zH7vohPp6GvOSeM0wMd2c815mZ4Kjj6Do1V6Ps+6OnDVp0KnNFn0iKAK5LwH4jOtaUbW4fN7agBierp2b+hrrwK/F8dg54OvKjPdH2VCtGtTU49QUc08UgFOFcLNRcUopBThUgLS0lLSEAp4FNFOFSwPPaSjNGa+hBhSUZpDTEKaSkzRmgANJQTmimAlBooNMBKKKKYBSUZooAD0ptOPSm0wENFBooASiiimA6Nd8ir6kCuF1Cb7TqNzLnhpGx9M8V2s0vkW083/POJm/HFefqwB5Nfc8IUUlOq/Jfqz53PJ6xh8yTbxQev0ppnUEBRuJ6CnnOTX3F10PntRAOafnZGzHsKaOtdD4U0I63qkYdT9miYPL79wKyr1o0KUqktki6cHUmorqeg+CdLOmeGbZHGJZR50n1bmui4GacqBVAAAHtS7a/Nqs3OTk92fWRSSSQ3tTTn1p+KCKzHYRR3NSVGMin5oCxKiK7KJGZFY7dy84qjbQx2k89upWQo2fNA+9nmpi0oJCuAp6gjNCIEy3VmOWPqaQkmnqOOSc05Rgik3Cgmncpku7H0phbNN3E96Opp3FYUmlFIOTRzSAGHArO1fVYNG02a9uT8qD5VHV2PRR9avscAliAO5PavH/ABd4i/tzU8QuTYWxKw4/5aN0L/0HtXoZZgJYuuo/ZWrfkcuLxKo079ehjajf3Go3s13ctummbc3oB2A9h0qnRkk5NFfokYxjFRirJbHzDbbu9xB1pxoHWg9aYhp4OKZL9w1IRUUv3amWw1uUoztlNWSciqrfK+amRsiuKm7XRvJdRWqB+tTn1qCTrSqDiIDwaTHOe1HanfwVktdyjZ8Iaq2k+KLKfOI3fypB6q3H+Br3rocV80qSrhgcEHINfRWk3g1DR7K8BB86FXOPXHP65r8740wqUoYhdbp/mj6DJ6ukqb9S5ThSYpQK+BPcHCnCminCkAUooxSgVImKKcKaBTqTEed0lLSV9EAUhpaSgBtFKRxSUwCikooAKDRQaoBKQ0tIaACiiigAPSm049KbTAQ0UGigBKKXFJimBQ1uTy9Duj3fan5n/wCtXEFCa63xI+LGJM/ekyR64FcxjBr9J4WpJYHm7t/5HyecVL4i3ZIZHEqsGJ57VLTQ6klR174pSa+nikloeQ7vceil3CqMknAHrXsvg7SF0zRY8r+9l+djXmfhWzS81mKN/UY/Pk/l/Ovbo0CqMDCjgD2r5biDGNyWHjstX+h7GW0Ek6r9EKBSGnnk8UxulfLs9cSk4pM80mefakUKfWnAcUg5FOFACYo70E03vTAMYo7UGlA4pAKo4p2OKapweaC/NMBaUe9RzXENtA088iRxIMs7nAA9zXnniTx+1wr2milkQ8NdkYJ/3B2+prrwmCr4ufJTXz6I56+Ip0VzSZa8e+JlSJ9FsZcyvxdOp+4v9zPqe/oK80YgnAxtHAxSu5PGSQTkknkmm199gcFDB0eSOr6vuz5vEV5Vp80vkFFFBPNddzEepwKQ+tJkA80vT6U76CEzUbjNSEUxulS9hoozDmkjNSzioFODXBL3ZnQtYlnqtV5OtToeKikHNVU1Qo7kYpRyhFJQDjNYI0Gg17P8NL77X4TWAnLWszR/gfmH8zXi/avSPhLcMLzU7X+Fokk/EHH9a+b4ooKrl03/AC2f42/U9DLZ8uIS76HqQ6UopMU4CvyE+rCnCkApwFIQU6m06pBiilpBTqTJZ51SUUlfRjFpM0U2gBT0pKDSUwCiiinYApKKDTAKSiigAooooAD0ptOPSm0wENFBooAKKKKYGH4mQ/ZIJB0VyD+I/wDrVyrse1d5qduLrSrqLGWEZdfqvP8AjXn+cnHrX6NwxXU8F7PrFv8AHU+Uzaly1+buiWIbYz6k81LSKPlxSjivqoqyseOy1ZXk1lcx3Fu+yWM5Br1fw743stVRLe7Zba76bWPyv/un+hrx/NSBgRhhmuLHZZRxi97SS2Z0YfF1MO9NV2PoYMCeKRjmvI9C8bajpGyG4LXtmvG1m/eIP9lj1+h/OvStJ13Ttbt/MsZw5A+eNuHT6ivi8dluIwkveWndbHvYfF06y0evYvkZo204DPNLivOsddyOndBTtpxTX44oAbkUtMyDThTAU0AnIqvd31pYQmW7uI4UHd2x+XrXHar8RII90WlwGU9POmG1fwXqfxxXZhcBiMS7U438+n3mFbE0qK95nczSxwxNLK6pGvJZzgD8a4/V/iDYWgaPT4/tkw43/djB+vU/hXn+qa3f6tJvvrqSUDpH0RfoOlZrMTX02E4dpw97ESu+y2+88ivmk5aU1ZdzU1fXL/WpQ9/cNIoOViXhF+g/qaymYt349KQ0CvoKdOFKPJTVl5HlylKT5pO7CiiirEFAGWppOKFI3VF9RkjYJ6U09hSGkJxVOQJDwaaRQDS01qIq3A4qoeDV2fBqk1cFdanRT2JozxQ/JqONqeaV7xHbUhbijPy5oekHSsOpYnavTfhLZNnU78/dwkC/X7x/pXmXevavhlbeR4PjkxgzzyP+AwB/KvmuKq/ssuml9ppfjf8AQ9HLIc2IT7anYilFJ2pRX5GfVCinCkFKKQgxTqKB1pCuKKdQKWpYmecZpCaKQ19IMM0maKSgAooopoAozSGimAUGig0AJRRRQAUmfalpvemAuaSiigBDRQaKACiiigB0Y3OF7N8v58V5ukW12B7EivRJblLKCS6kGViG7H949h+dcEeWJPUnNfecIUp8k5v4br7z5vO5x5oxW4dBRRQK+3PnwpRRQKYDwxFTQXElvOs8ErwzL92RGwRVeim0pLlkroWqd0eiaH8Q3QLBrKbh0FzEv/oS/wBRXeWd/a30IltZ45ozyGRs14CHI71PBdy2774JZIX/AL0bFT+leBjOH6NZ81F8r7dP+AelQzOpBWqK6/E9/LACoJmCgsxwO5NeNp4t1yNNg1Scj3wT+ZFZ91ql7e/8fN3cTD0eQkflXnx4aqt+9NJfNnU81p9Is9V1Dxdo+n5V7oTSj/lnAN5/McD865TU/iFfThksIktUP8bfO/8AgK4vccYHA9BTa9jC5FhaOslzPz2+44a2Y1qmifKvIs3N5PdzGa4lkmkP8cjZNVySepopCa9iMVBcsVZHC227sM0UCg0AJ1NLjigUGkAUwmlJpmec1DY0BNNQ/Pmkc8UgOGHvWd9S7aEp60p5FNpw6VaJG9KCxxTmGaZQ7oCNhVWQc1cYcVVlFc1ZaGsGRIalByKgFSr0rCD6GjQjjimDpUjcioycA0paMFsJnmvoHwjbfZPCWlQkYP2dXP1b5v614DBE088cS/ekYKPxOK+lIIVt4IoF+7EioPwGK+D41rWo06Xdt/cv+Ce5k8fflLyJO1KBRSivzg+gFxTgKSlFIQtKKaKcKkQ4UtIKWpEzzXNBNFJX0owooozTQBSUUUwCiijNABQaM0lABRRRTAKb3p1N70AFFFGaAENFFFABRRSou9wvqaaV3YkwfE1ztSCzU/8ATV/5L/X8652rWp3X2zU7icfdL4X6DgfoKq1+w5ThVhsJCn1S19XufEYys61eUv6sFKKKBXpHILRRRQIKKKKYBRmkooAWlpKKYC9qWkpaYhKKMUdqQBRSd6XtSGFNPXFBOOaQdKTYxGNNNKetNNZtjQxzzSZ5H1oPWm/xIP8AarFs0sWByKUUi9KU8VutjMWkIozS09xEZFVphirZFQTLlayqR0Lg9SoBk04cUg+9T644m7AVCwwTUwqKT71E9gibfg20+2+LdMhIyomDsPZef6V7/wBTXkXwosfO127viPlt4NoP+0xx/IGvXRX5XxjiPaY1Ul9lfi/6R9NlNPlpOXdi0opO1KK+OPVHUopKUUgDvThTe9OHWkIdSikpRUiZ5rSUZozX01hhSUZooQBRRSZpgBooooAKKKKACiikJxTAWm96XNJQAHpSUp6UlABRRRigAxTZ5PIsrmf/AJ5wsR9cYH86eBVPWnKaHdY7hVP4sK7cupqpi6cH1a/M58VLkoTkuzOJpwpnenCv2SJ8ILSikpatCFooooEFIaWkoGFFFHWgBaWkpaoQoopKM+1MQtJmkoNIYUtJSE5qWxidTQeKKaxqLjEzTGPFONRuazk9CkhKYW/fRj3pxOBUO7MyfWsJSsaJFxT3p9RIcpT1ORg10xd0ZNC0uabRVXEPqKUfLTwcUkn3aHqgW5nHh6dnmkf/AFn40d68/ZnSK7YFRHk5pz9abmok9Soo9l+Flj9n8Ly3RHzXU5P/AAFRgfrmu3FZXhiy/s/wvptsRhlt1Zvq3zH+da1fiWcYj2+Nq1O7f3LRH2WEh7OjGPkKKcKaKUV5RuLSikpRSAO9OFIBSgUiWOpRSUtSI80pKKK+nKCiikoAU0lFFABRRRQAUUUHpTAKQ0maKACiiigAPSkpaMUAJSikxSigB2OKpa0hbQrzH8Kq35MKuiklh+0209uf+WsTIPqRx+uK68BVVLFU5vZNP8TDEwc6M4rqmed/xGnCm8jr16Giv2SLuj4Nj6Wm5patMBaKM0lVcQtFGaSkAtKKbS00AtLSUtUIKKSigBaSjNFJsBCaQc0jGk7Vm2UKTzTSaCaSpbGkITUTHmntUTHFZTZcUNZqi/iU+4pzH1qNj0x6iuabNUi/H900A80qdDSHrXYtkYdR/WkPFKKQ1YgzSOfl60UxjxUt6DSKj/fNFLIOaTNcT3ZuNbk1PYQfatStbcDPmzIn5kCoOtb/AIIthd+NNMQjKrL5h/4CCf6Vx4yr7KhOfZN/cjajHmmo9z3wKF+UdF4H4UgpRS4FfhM5c0mz7ZbAKcKTFKKgQUooFLSJAU6minUmDFFLSClqRHmdFFJX05QtJRRQAUUUUwCiiigAoPSm96KACiiigAooooAKKKUUAIKcKKUCkAYp65BBHUUgFOApXEcR4gs/smry7RiKX96n0PUfgc1lg13WuacdS0/92ubiHLxgfxDuv9fwrhDwa/WMhx6xeEi2/ejo/l1+Z8bmOGdCs10eqHZpQaaDS17VzgsOzRmm0tAh1JmkzRVXAdS0lFMQ6jNIKKq4hc0maSipbGLS9qZ3pzHCUkwIycmjNIDxRms7lAaaTSmmE1LZSEY1C5qRjxUDHmsJyLihCc0x+Fz6U6kcfLWEtUaI0U7+9Djmki5QH2p5Gea9GKvE5nuRg4p/UZphpQaSfQANMYVIeaYRmk0NFaQVHU8i8YqBhiuSaszaLEruPhXa+d4mnuMcW9s35sQP8a4cDmvV/hNYmPTL++YczSrGp9lGT+pr57iOv7HL6j7q336fkehl8OevFdtT0QU6kFLX42fWBSikpRSAUUtIKWkIBTvWminetJiAU6kpRUiPMs0UUV9QUFJmlptAC5ozSUUALmjNJRQAUUUUAFFFFABS4pKcOlACYoApaBSAWlFFKBSbAcBS4oHSnVIAuQQQcEdK4TxBbLba1OqLhHxIo9Nwz/PNd4BXI+Mo/L1O2bHL2/8AJj/jX1HCdeUMa6fSSf4ankZxTUqHN1TOeopOtAr9KPlR1FIKWmIKWkxS0xC5paaKWmmAtFJnijNO4ATSZpM0VLYWF70sp4ApF+8KbI2WpX91h1EpM8UhNITxUF2AnJppNJmmk1nKRSQ1zxUVOY0yueTNEhRSOcAfUUtRu3T6ipbsiluakYwlPpI8bMjoelOxXpwXunJLcjYU2nmmmpkNAD60HFJ1pD0qLjsRvUD1O/eoG61zz1NYkYBzgDJ9PWvoTwvpf9j+G7GzIw6xhpP99uTXjHg7S/7W8V2Nuy5jV/Nk/wB1ef8ACvf6/OONcZ8GGT83+SPocoo/FVfoFOptOr8+PcClFJSigBRS0gpaQgFO9aaKd60mIWlFJSipEeY0ZpuaXNfUFBmiiigAooooAKKKKACiiigBKBRQKAFpc0lFADu1AoFOApMBVpwpBThUsApwoxThSGhY1LuqjqTiuc+ISeXf2AGP9S4/UV1unxZn8w/djGfx7VyPxBfN/Yr3ELH82/8ArV9PwvT/ANqU/X8jx82l+5a/rc5AdacKEHzU7HNfpkVofKNiYpQKdijpVWFcTFFHWimMO9FFFIAPIpuaWkpCEope1FSxgvXPpUTNlqkJwpqGlJ9BpCk5ppNKelMY1m5FpCE0xjSmmE81hKRaQhOaSikNZlgTxWt4a0Y65r1vZkHygd8xHZR1/wAKyR1ye1etfDrRDYaOb+ZMT3fIz1CDp+fWvGz3H/U8JKafvPRer/yO3A0PbVVHp1Jte8EwXkLTaaiQzqOIxwr47exrzmWGS3leKVCkiHDIwwQa91Fcp4y8NSaqPttkgN3GoDIODKv+IrwuFOIqnP8AVcS7x6N9PJ+R25plsbe1pLXqu55jtB6VGwIqcqVZlYFXU4ZWGCD6Edqawr9LaUldHzOqdmQUEU9l5phHFYuJaZC54qFutSyZwcVASfSuaoaxPTfhRpuRf6my+kEZ/Vv6V6Z2rA8E6d/ZnhKxiZcSSJ5z/Vuf5YroO9fiWfYv6zj6k1snZeiPs8DS9lQjH5/eFOpBS14h1BSikpRQAopaQUtIQoFLQOlFJgFKKSlFSI8wopM0Zr6kBaKTNLQMKKKKACiikzQAtFFFABQKKBSAeKKBRSAUU8U0U4CkwHClFJSipYC04UgFXNPgMtwCR8qcmqhFzkorqKT5VdmnZ23l24BHJ5NedfEB8+IYo/8Annbr+pJr1IDC9K8g8XXKXnia7kQ5VCIwc/3Rg/rmvu+HqFq6ttFHz2Z1P3Wu7Zip1paReBS19ytj54WiiigBKKKKACloFLSsAlNxTqaaQCUUtGKVhjJOlQ09zzTKyk9S0B6VGaeaY1ZSKQym06kPWsmWhKaaWkA3MBUMo1vDujvrWt21gAdjHfKw/hQcn/D8a94jRI41SNQqKAqqOwHSuI+G+j/ZdKl1OVf3t2cIT2jH+J/lXbivy/inMPrOK9lB+7DT59T6fK8P7OlzveX5DqcBl/wFNqTGG/AV5uTL99J+X6o68T8KMjW/CWm68PMmjMV0BhbiLhvoezD61wGq+BdY07c0UYvIh/FD97Hup/pXrsZycVKUBFfb4PNcRhvdi7rszx6+DpVtWrM+dZUaJykqNG46q42n9ahNfQN7p1rdqVuLeKVfR0Dfzrj9S8H6O+StoIiepjYrXsQ4ig/4kWvQ4XlUvsSPJ5M1e0HRrnW9WgtYIXdC481gOEXPJJ7V1M3hTT0f5VkOD0Zyc12ng6zjtYbjy0CrwoA4HrXBmnEEKeHnOlF3t1NqGWTc0pvQ6ZFVFCoMKoAA9BTu9IKXvX5HKXNK7PqFohRS0gpagQUtJS0AKKKBRSEPHSikB4ozSYC0CigUhM8uzRmkor6oQuaXNJiik0O4ufajPtSZpaVguLRSUZosMUUtIDRmgBaBQKWkA4UuKQU4UmAoFOFIKUVIDqUCkFOFSNCj0re06Dyogccnk1lWcPmS7sfKvP410MK4UD0FelgaW838jlxE/smd4h1QaRo091keZjZEPVz0/wAfwrxliWYkkkk5J9a6vx5rP23VhYxNmG04OOhkPX8un51yfev0vI8J7Chzy+KWvy6HymYV/aVeVbIXtRS9qTNe0cAUUUUAFFFLigAFLSCloEIelNp1IetJjCkPTNFIxwtICFjyabSmkrBmqGmmGnmmkVmyhlIacaaazaKQ01c0qwk1PU7eziHzzOE+gPU/lVM16B8MtJ33Nzqsi/LEPKiJ/vHqfwH868zNMWsJhZ1n0Wnrsjpw1F1asYdz0i3gjtbeK3hXbFEoRB7AYqUUg7Uor8YqTc5OT3Z9nFJKyHCpTjdn2FRCpWIBr1sl/iy9DmxWyHRthquoAy1no3zg1oRMpHWvoziZFMuFrEvh8rYrcuGwK5+9cBWqWaQOfuBmQAV1GhQ+TpoJ6uxb+lcyw8y4wPrXaQR+Tbxxj+FQK8jOanLQUF1f5G1FXn6Eope9NBpa+VOwcKWkFLSEFLSUtACiikpRSELQOtFA60gHUCigUhM8rpQabmlBr6sQ7NGabmlzQAoPNOplOpALRTaKB3HClpo6U6pAB1p1NHWnikMUU4UgpwqWAopRQKUVLAUU8c00Vas4vMmzjheaqEHOSiuonLlTbNGziEaKMc9T9aZ4h1ddF0WW4BHnN8kK+rH/AA61bjADAV5l4u1r+19XZImza22Y48dGP8Tfnx+FfY5PgFXqqFvdjv8A15niY7E+ypt9Wc6SzsWYksTkk9z60oFGaUdM1+hxilsfMNjSaBzS4paLAJRS0UAJS0UUAApaSikAUneg9KSkAHpTJD0p/ao360nsNbkZpKU0hrFmghphp9MNZspCU006mGoY0N717p4X03+yvDVlbFcSFPMk/wB5uf8AAV494dsP7T8QWNoRlXlBb/dHJ/QV7yea+C4xxdoww666v9D3snpXcqj9AHalFIO1KK/Pme+OFPcHeaaBkgVZC8k4717mSRvOb8kcuKexFFEWcZrSRAq9KghABqwTxX0BxMp3RwDXN37Ha2enat29k61zGoSjcRmp3N46Ih02MS38IPOXA/qa7E8muV0Rc6lBj+EM36V1VfN53K9SMfI6MOt2Ap1NFOrwjoHClpBS0hBS0lAoAWlFJSikKwtA60UDrSAdQKKBSEeUZNKDTc+9ANfWEjs+1OFMzS5oAdS0zNOzSGLmlzTaUUgHA0uabTqQXFHWnimDrTxUlDhThTRThUsBwpRSClFSwHitmyg8uEE9SMms2zi864AI+Ucmt4BYoGeRgqKCzMegFelgKPM3L7jmxE7KxznizV/7M0sxRPi5ucouOqr/ABN/T8a8xJ7CtPXtUOr6tLc5PlZ2xD0QdPz61mAV+pZVgvq2HSfxPV/5fI+PxmI9tUv0Wwgp/tSDrRmvTWiOQKKTNB+tJsYtFJ2paACil7UlABRRSUgCikopAFRP1qXsahbrUy2KiNNJS0hrNliU006mms2NDaYaeajNZTKR13w1iWTxUzt1jt3ZfrwP6167Xi3gK6+zeL7PJwsu6I/iP8cV7TX5hxhCSxkZPZpfmz6jKGnRa8wAp1IKU18iz1SSIZkWrYGarQDkmrSctX0uT0uWi593+Rw4mV527EqjABpJGIU464p3aq8z7QcmvXZgjNvnITPeuWvWzIa6C9lO01zVwcy/jUo16Gx4eXN657JFj9a6SsLw6h3XEmOCABW7XymbyviGuyR1Yde4Ap1NFLXlGw4GnU0U6kIKWkpaQBSikpRSAWgdaKB1pCHUUUUrAeTcUUmaM19aQOzS0yloAdS5plKDSAfTgaZSg0DH5pQaaKcKlgOHWnimDrTxUFDhThTRThUsBwpRSCpYImmmSNerHFJK7shPQ1tJgxGXI5Y/pWH4+1kW1kmlwtiScbpcdox2/E/oK6lpIbCxknlIWGFCzN6AV4zqeoS6rqU97N96Vsgf3V7D8BX3XD2X881KS0j+Z8/meJ5YWW8vyK1FFHevvD5wO1J3paKBiGgUUuKQBRRSHpQA4dKTpQOlITSAM0lLSUgEzRmiikMRulRk5NSN0qKpkOIYpDS4pMVmyxpppp+KYetSxoaajNSGmGspFIsadcG0v7a5XgxSq/5GvoLcGG5futyPoa+dlGcj2r3jQLr7Z4e0+4zkvAufqBg/yr4TjShelTq9m19+p7uTVPelD5mkKU0gpwGWA9a/PUrux9ATx8KBVpBxmoEHOanH3a+2w9P2dGMeyPMk+aTYpaqNy/U1adwBis26bqM1bHFGXey9RWI2TJ0rSvGIJx0qhbxtNOsY5LHAo21KkdTo8Xk6chPVyWNaFMRBHGsa9FAAqSviMVU9rWlLuztpx5YpBRRRXMWOFLmmilpAKDzS5po606kIUUZoFFIBc0uaSigQ7NANJSikwPJaBTaBX1xmPzRmm0UmMdmnA0ylBpAPzThTAaUUmA+nCmDpThSYx4pwpopwqGUPFOFMBp4qWA4Vq6NFunaUjhRgfU1lCui06Nbax8yQhRjezHsP/wBVdODp89VeRjXlaBzPxC1XyLWHSYm+ab95Lj+4Og/E/wAq887Ve1jUW1fV7m+bOJH+QHsg4Ufl/OqNfreWYX6vh4xe+79T4vF1va1XJbdApRSUvSvQOYKSikpMBaB1pKUUkMDQelLSZzTEAoxxQKN1SAhpM0ucmkpMaClpKB1pAJJ0FRVLJ1/Co6mW5UdgpKWkqGhiGmEVIaYaljRGaaaeaaazkWgj+/j1BFevfD258/wpHGT80Erx/h1H868hQ4ZT716N8MrnB1KzJ7pKo/MH+lfN8U0Pa5bJr7LT/T9T0csny4lLvoehDtUkfXNRip4hwPrmvzLAUva14r5/cfUVpcsGWEGBTmbApF4FMkJr6489Ecj4BrOuG6mrkrcGs25YAGpNEZd4eal0KHzNQDkcIC341Uu3y3Fbegw+XavL/fOB9BXLjqvssPKX9alRXNNI16UU0U4V8UdwtFFFIBRSikFKDSAcKWkFLSEKKKQUtABTqbTqRIUopKUUmM8izQDTaUV9fYzHZpc02jNIB2aUU0U4UAOFO700GlBqWMcOlOHWminUhjwacKYKcDUMB4pwpgNOB4qR3LNrH51widiefpUnjPUDp/hswo2JbtvKHsvVv04/GrOkRfelIzyFH8zXH+PtQN3ry2ynKWsYXH+03J/pX03D2D9rXjfbd+i/4J5OaV+Sm7en3nMCikzS5r9NPkgHWgilHAooGNIpMU6kpAJiloozQAUmaKSpbGBOKQGg9aMcVIxaKSigBaB1opR1oQhj96ZUjd/rTMc4qZblISjiiipGIelMNSGmGpY0RGmmpD1phFZspCV13w/ufJ8WiMnAnhdPqcZH8q5HtWpoN39i8Rabc5wFlTP0PB/nXBmNH2+DqU+6f5HRh58laMuzPdAatwjkewxVRRlwvvVyMZGfWvyzKKXvym+mh9ZiJbIm4qJyPWpVHrVeY817rOaJXnOOlZd03BrQlbP4VkXj9eeKRojNfLyDua661hEFrFEP4V5+tc5psPn6ggIO0HcfwrqM55rws6q2UaS9TWgrychQacDTM0oNfPHUPp1MBp2akBaB1ooBoAcKdTc0ZpAPFFNzS5NIQtOpgpc0gHUopuacKBHj2aUGot4o3ivsbGNyXNLmot4oDilyjuTg0oNQ7xigSD3pcoXRYBpQagEg96cJBUuI7k4NOzUAkFO8wUrDJwacDUAkFOEgqXELk4NPHNVxJVvTl+0X0UeM85P4UKDbSQN2VzpLKEQWyhuAq7mP6mvH764a91G5umPM0rP+BPH6Yr2DVobp9Fu4bJd1zJEyoB1Jx2/WvGWQxsVKlSpwQRgiv0PhqhFKU+1kfL5tUbaj8xtFOxk0YxX1djxriE0mcUUYpMYmaKMUUgCiikxSAKKKKBgaQnig0hqWCDNGaKKQxc0o602lBpiEam0rdqSpe5QhpPxpcUYpDuJTTT6aaTGMxTGqSo2rKRSGU5nI2MOCBwfem5xQeYs+jVi1dNFLc9+0O7/tHSrS8HPmwKx+uMH9c1srwAK5D4cSmbwdBuPMcsiD6A5/rXYL1r89WFWGqVIL+Z/d0PpoVXVhGT7CscDrVaX7tTSHAqs561bLRTmfGfSse7kBzzzWndSAAishl86YKByTgVJd7I1dEh2QPMerfKPpWqDVWMpDGsa8BRjinib3NfI42o61aUuh2Uo8sbFilFVxL7U7zRjpXFyM0JwacDVcSD0pRKPSlysCxmjNQiUUolFTysCfPFANQ+aMUCUUcrAnzS5qHzRThKKXKwJM0oNQ+YKcJBS5WBMDS5qEPTt9LlYjyX+zX/vUo01v71XvNFHmivqvaTM+VFH+zW/vUo01v71XvMFL5gpe0mHKij/Zz/3qUadJ/wA9P0q75goElHtJhyop/wBmuf480v8AZz/3quiSnB6n2sw5UUhpzf3qcNNb+9Vzf7U4MaTqT7j5UUhprf3qX+zW/v1eBY9BTgH9Kn2su4+RFAaa39+t3w9p/kyvM3PGBVVY2I6V0WnxeTbop64yfrXTg5OdTXoY17KNl1LsQAcueiD9TXNeI/CdtqrSXEWIbru46N9R/XrXTAhYsn+Ik1FgMhzyAcnNfY4GU6EVKDsz5nGSVSo0+h41qOjXulPi5iwnaReVP41SAr2eeBJQVkjBRxlgVyMe4rlNU8E20zu1g32aTGdhOU/+tX0mHzSLsqqt5o86VD+U4ErTduK0b7SL7TXIuICFHSRfmU/j/jVEjvXqwlCouaDuYtNOzI6MU4im4oaC4mKMUtANIBMUmKfmkqWMYRSEU49aQmpYxtKKSlpDEpccUlL2oAQjpSUppMUWAMUlLiikA2mmn4pCKloaI8VG9S1G9YyLRC1KvMb+2DQaktYWuJhAgy0uFA9ya527M0R7d4DsRZeDrIEYaZTM3/Ajx+mK6hTtWq1rbraWUFsvSKNU/IYqY9K+Hr1OepKXdn0lOPLBRI5WqtJJ8tSykAVRuXKoSDWRqULuTk80mm2rzu8o4C8A+9Vp3LvgHrXU2VgbezjjI+bGW+przszxPsKOm70NKceaSM8WM3/PSnCxm/56fpWt9nNHkmvlPrEju0MkWUv/AD0NOFlLn79aflEdqNh9KXtpAZwsZf75pfsUn96tDaR2pefSl7aQGeLOT+9Tvscn96r34U6k6sgKH2OT+9Sizk/vVeFLS9qxFIWcn96l+yP/AHquiil7SQymLOT+9S/Y5P71XR0oHWl7Rk3KYtJP71L9kk/vVdope0YXPItxPY05Qx7Vsx6UT2qymlD0r6N4mCJ5WYARz2p6wue1dImlr6VOumoMcVlLFxWw+U5kWrnsalSykbsa6dbGMHpUy2sa9BWUsZ2HynMJpsnoasJpjnqDXRCJfSpAijtWLxch8pgppJ7g1YTSR6Vr4FKOKzeImx2M9NLQdqmXT4+4q3mlFZOrN9QIo7KJTkjgcmpFXn9aexITHqcVNDBJIhdVYheTgdBX0uT0ZcnM/tM4MTNJ+hUnchsDovFKjkqAehFUUmWadmJ71aIwuAT6g+lfaxjZWPl3K8mxj8TAYOOv41FMyrlc5Yj1pQC7hh0PYmmTMWdsDA6D3qhEBRck5BU8EN/KsXUvCunXgMiobaUn78XQ/h0rb8vcoDAYB5Unqak2gRhV4YngdRWkJyg+aLsxNJ7nm1/4U1KzQyoi3EQ7x/eA9xWGylWKspVh2Iwa9lLqTggDsB0zWdeadaXq+XPBHL7kYI+h616NHNKkdKiv+ZlKinseU4pNtdrf+CkIMllPs/2JeR+fWucvdGvrDm4tnCf31GV/SvTpYyhV2dn5mTpyiZpDUnI6ipMdweKTPrXTZEXGUw1KQKYU9DUOI0xtGKdsNJtPpSsx3EpccGijtQgEPWkpaKQCUEUtBoAbSGnU01LGiMimMtSEio3asZ2NERNgV3Xwx0VLzVJtTnQMlrhYwRx5h7/gP51wpXPWvc/Aulf2X4XtEZcSzDz5Pq3T9MV4ua1nSou270O7B0+eovI6Q4GKjd8CiR8HFQSscfWvkj3kRSy5OKzbuQheKtSvg1nXLZ4zQMsaDZ/a9SV3GUi+Y/0rtNq5rK0O1+y6erEYeX5jn07Vp7q+KzfE+2ruK2jp/mbU4tK/cdtHpSbFoBpc15OppqN8sUnkrT91G6i7C7I/IFIYBU2aQtindhzMgMFIYasZzThijmY+dlPyTQYTVzAoIFHOxqoykYyKTaauFQaaUqucfOVcEUDOateWKQx0cwcxXJpMmpzFSeVT5kPmOcEYFSAAU2lFd7NB1LTc0ueKkBaKKKAFFKKQUoNAB3pe1JS9qQCinCmilzgZq6cHUkordilJRV2B5cD0rX01i26HOFIz9ay4ELk4GeMmtKwUNkhhx19RX3mDpcnLFbI8TEyTi+5yt9ZzaRcdCY9/GMnj/CrEc6yDcDkHuPWurvrWO9Xy2IDHgZ7+1cNqVk2i3yrbB3ts4cAZC5P+fpXvwkprzPDlFxZoE7R7Dj3prJhvvHI9ehNRpNHJD8g4zzk0rsG27TzjkUWEQeWcccFTmpQ2cHB2tx6GngFizFuRx0703Duh52gUXAJUXO5ByvC1XPCcA4bhamlcCPDDBPoKYyHI+YEdhmmmABWZwmcgAAbjUjRb3wCDwetN2lV3MdrA4x6U9GGwcYBHagDAvfDum3jO0luEkP8AHGdpz+HWsDUfBk1tEZLW6WUb9oSQYPTP3h/hXd7laQDb+PSqurOsenq2BkTDjGM/LW1PEVafwysS4p7nmV1pGpWSK9xYTqhGQ6LvX8xVFZI3OA6k+mea9fju/wDRbd2G+Qj06D0qjq+gWGoyQrPaROzgsWIGfz612081qLScU/wJdGPQ8w20uMd66afwpp0mpzxW0k8CRbUIjk3Dec8DOfShvBNx5gSK++b0mh/qDXZDM6L+JNGbovozmCvrTioA6VuzeENXiGV+zS8Z+VyP5iqcvh7WAygWqN/21FbrH4e3xE+yn2MraPSjavpWj/YeqK21rMg/760DQ9TJ/wCPRvzFNYug/tIOSfYzdgpCg9a1v7A1TH/Hr/4+P8ajOiamP+XN/wAMVX1ii/tL70Lll2MzYPWmMq+9aw0LVD0spD+X+NIdA1Mtj7Iy/wC8yj+tS61L+ZfeUoy7GMQB2qNs544rbPh7USWHkqCB/fB/lSp4avW+/sjHv1rlqYqjHeSNIwl2Knh3SH1rXrWyAJR3zIfRByf0/nX0AiqiBVGABgAdhXJeB/D8ekWL3LIDcTnG89do7e3NdceF5r5HNMWsRVtD4Ue9gqDpwu92V5SRk9qqO/HNWZD8p5qk5yeBXlnekQSsSCR0qC0t2vdRih52k5Y+wqWc7V61p+H7bbFJcsOXO1fp3rlxuI9hQlPr+oJczsbgwAABwKKTNGa+Ck23dnXYXNLmm5ozSGOzRmm5ozSsKw/NGabRmkFh2aXNMzRmnYLD80UzNGaVhWJAcUu4VFmlzQHKSZozUeaAeaLC5SSjFN3CjPpSCxzNApKUGvUNxaBSUopDHDtS0gpaQCiikzigGgBwpe1IKWkAopHztO3qBmlFSKvybjXr5RRU6rm+n6nPiJWSQ2Fj/Z2VALuefUdqseDluW0uaW9iZZXnYKGHVRwP61BZXyxoTtGI85I5LegrQ0vU21BLhVj8qZH3KpOcivtadSHIoLc8CrSqKbm9iK9uprC93sd9p8ok4y0RPST3U9D6EVee1jvbXClAGU8j+Ie3rSTfZ9RtY723AljKNwP+WkZ+8v1BH4EVStJG06RYgxe3f54Sf4h6exFP2rg7kezU426nLXVpc6Lc7WDG2cnAI4QelPilDdOhxxiun1W3S+tNysNv8WRlh+dclaSIkmxzjBwOefxr0KdRVI3OGdNwdjQ+4MjOcc56fhTC28nd2689DUrurRjYAcjJ9qjOCh3BTkc4pgH313ls46ZoVTgBd2QMYIpuF27EOQPmOePpShycB2y3Xg9PxoAjkUnAyTtNS5YRkhcEjbj0FN2lz8rDcMdqRg7Pjd6jg8GmBIrLjJOM9ffFRajHHNbxI4Z1SXfKqjqMcCrEO0sF6c5FLfCK1TbOjMrbTuXoOvJqJOwRRDbapZySrGYWjbG1UdcAY96q61eXFvLbYgTzHZhGAcjbjrTdPt0ktmnXzLjo3XOVzg9eadqUYn1CCZnESxZjjB5JB74/KjRMdtDndKWbMheNi7TiZj7gY59snrXUgbWbyyGG0Dr1qlp+nMt3JcybhG3Co33j9a0Y4iWJYADpirbRKXcrBiqbNuVzgmq7xEy5yMDj/wCvWkYfcLwcGmFF2Hkk+h65oGZwh6vtbBPJz7VYTaqsSxyOcY5PPpUrxbox7cimIHZtzHBHQ+oouBIecHBIJ447VBM+QwC568ge1WmTCZDjBIwAetMRF2hn3L9OtSxlRY1kBbYBkfmcUjKmGyOwxj1qcMAv3skA9qrtJubG0nbjkrU2HcrynLYC8kcVHa2puLlYUwXJAznkDPNTSRl3BBbIz14/KtrQbAK7XL53H5Vz2FY1p8kHI3oU/aTUTbt4FijRAMKoAH0p0pABFSkgKKp3MoXPNeK3fU9tK2hWlIIqmx+Y4qwX3KBUJHJpDKcuWYL1LHAFdXbxC3t44R0RQK56xi87VYsjKplz+FdHmvm8+raxpL1N6K1bH5ozTKK+cOgfmjNMzRmiwWH5pM03dSbqLBYfuo3UzNGaLBYk3UbqjzRuosBJuo3VHmjNFhWJA1LuqMGjIosBJuo3VHmjPNKwEmfajdTN1GaLBY5+lFMor0jQfRmkFLSYDh1p1NFKKkYuM0oFFKKQC4pcUlOFIAx8tQ6hNJDbAxkA471PjNZviORobEkI7cclOtfR5GvclLzOWv8AEkJpDs9h5kpXezFvl6daxNX8TXvh/UIJ7VgUV8vGejr3Ga17Q+TZRIikAIOK4rxsokZRnp81e3F2kYSimmj1TQtStr5Re6bL5lhfN5i/9O838SMO27r9frV64tfndxua3c5Yd4X/ALw/qK8X+HV9d6d4hWFJGFvOGWaE/dfjIP19DXuMcrSRiSE5fHAbo/sfQ12XUtGeZODpu6KgzEhhlVXU8g9mHtWDqegm8jkurcxwTICAAPlOPWunRo7iMiJR8p+aBxgqf6VWdUy6IxR2GCj8fka0pSlCWj0MakYzi7rU4Cz1KSXMUp2yKdrIeCP8frWl5mQybxkfpU/iDQ7aC3NxGxWaLldoOSfQ+1Z1lJ9otEkJKkpkgivRTUtUcTTW5a3sBhcYz1FKcj7rHBqFgUUlGxngCl85WZSpII7A07CLYyoZsjkdTUcZYgk43HjFNd8gLuBJ6+9NaV1H3AB2J60ASgkFQAMdT9KtyNG0KeYPuYYN6c4/rVMyjGAOMdvWmPKq28q53gIR/KpkrgtCdbOJbWAmRj8xyynBbnpViGK2hJcoGbPJI5FV4SrWgEcm5VbIyORkU8K5UkkHH8NQkVce7jczAcnjH+FPjlxuYDB3d/Q1Wdo1bawIxzip43SVj5cgK9OPyqvUREQrShQfnB3AmmMWLEBcjbn3NWXgyQdxBXj/AOvTfKBAJ+8eB7VVxFdi+CRn+po+fdyvU8HOcVaCeXCpZhwOcDOaikCttZW3EcYoGRnbjO3n2+tMdd+RjI/lVoIEzlsnPaq8pON3IyvX/wCtSsBAEAlxgbcNjnPakePYSf8AZxxS/wCsbBwcEgnHtUttaSX0uxfkiU/Mx5OKiUlFXZUIubshltbSXkyxqG2jl3PAAroYEWFQqjCgYA9qdBbxW8YiiXCj8yfU1IVxzXkYiu6j8j2MNR9mvMaz4Ums6aTLnmrdyfk61mynnGa5WzrSG7/np7YxURO0Z70hckgDrVJXZMmkrs0NHgIkuJj3wo/rWrUFgUayj8sADv8AXvVkiviM0qSqYqV+mn3HXRtyJrqNooorzjUaTzRmnEcUw1SGGaM0Gm0xi7qN1JSd6LDSHZpM0lNosMeDS5NR0Zp2Ak3GjcajzRmiwrEm6jdUWaN1FgsTbqN1RbqN1FgsY1FAo713MBwpaQUtSwHUopKUVIx1KKQU4CkAU4daBSgc1IDiduD71R1xg0KIT99gv5mrzqWQgdcVm3Fql48Uj7jJEwbGfSvpcknH2Uo9bnLXXvXLD2TQW7SlwRkKFxzXlvim5+266LOJsDBB+tek+Idet7G2RWblm5AGdvua841WxL3okt/mzyGHf3r3UlcxSbibGhyxXl5ayqiR39ptjlVf+WqDgOPcd69Os5zH7qeq+teF28N7Zarb3CM4CyAlu455r2y0cPEpHfmlNtO6OecNLM15IEuMTwy7JQMB/wCjCl+0tEg+1xjjGHC5GarQyFG3D8R61cQBxmHDjo0bHtXRCan6nHOLj6GXq8UUmmTPvEnpg8CuSRTGmFHAHHocCuu8Q5ttKyi7OcYFccsxb5mAIAB9zzXqUPhPOq/EOeVQpymSB0B/WooTuyRgMBjBp5dTE2eD/Koo4QEU7iMcjcO9b9DIc0UnytGQRjJBpGuJFPAC4PSnBJAxZWGCMHDVFOWChZI93ulICzDKzt8o5UfMD3oKlJ1VSMMCpQ+44/pVGOTypRgkovzdDxRcztPGZYlJmXngUmho3NPO+GT5FGVXhe56dKmlhdl+UngcmsDQddt5Zip/dyg4eNu2e49RmujZ2Tc3OPQHrWa3KZTkV3kOAc8c+ooiiVHKsDkZPHHHWralGIYdu1Ok2yOSCQMVVxDIpMrgN7HPPFDLIGUqVYA5waYGIcncMDngVG05EmVcDABwehpWfQdx5aXaVyv4ikSInb86AHngdKak0bMTv4PamlyJMDO0ZodwJNmC7Fifw/SqzsSyhiMbcZollkTHJ6HI61nvP1znAIAx3oQF+GNpZkjiTDN2J68dTXRW8SW8QjQDjrjvVPSrUwQB5FAlcc+oHYVogZbpXk4rEc8uVbHr4WhyR5nux6jv3prNxSk47VC7ZNcVzrRXuHwCaoMck5q3cvu+UVVYY4qTRbFaR/mx+lZ95cvEwCZLscj2xVl2zO2Ky7+doryFgeFZTj68H+ddOHjeojkxUuWmztdEkDQuOgOHA+vWtMjIxXMaJfxRFmdz5aZQtXRwTrcRCRVYKemRXynEODnDESrJe67a+ZvgK0XTUL6ocaSnYpCK+cPRE7U0indqD1pjQw02nnpTaYxKSg9KKoYU3NOplMANJS0hoGGaM0lFMApCeKKCeKAEzRmkzRmnYDMFLivCv+FheKf+gp/5Lxf/ABNL/wALC8U/9BT/AMl4v/ia+nfD+J/mj97/AMjzv7Tpdn+H+Z7qBTsV4R/wsPxT/wBBT/yXi/8AiaP+Fh+Kv+gp/wCS8X/xNJ8PYr+aP3v/ACD+06XZ/h/me8Uorwf/AIWJ4q/6Cv8A5Lxf/E0f8LF8V/8AQV/8l4v/AImk+HsV/NH73/kH9p0ez/D/ADPexThXgf8AwsbxX/0Ff/JeL/4mj/hY/iz/AKCv/kvF/wDE0nw7iv5o/e/8g/tOj2f4f5nvoFPFeAf8LH8Wf9BX/wAl4v8A4ml/4WT4t/6C3/ktF/8AE0nw5iv5o/e/8g/tOj2f4f5n0CtRywZO9OG9PWvAv+FleLv+gt/5LRf/ABNL/wALL8X/APQX/wDJaL/4itaGR46hNShOP3v/ACJlmNGSs0/w/wAz1rWNHOpxyMTtI6qOtZOn2XlyrbSMqMDhCfut7exrzhviN4rc5bVcn1+zxf8AxNVJfGevz58y/Bz1/cRj/wBlr6GGHq8vvNX8v+GMfr1Psz22fSoXi2NFslAxg962rAlYEU9QMGvBD8SPFhjEZ1bKgYwbaI/+y01PiL4rjGE1XH/bvF/8TUxw9Z/Hb8f8iJYyD6M+j427VPHLsGVO1j1b2r5uHxN8YDpq/wD5LQ//ABFKPif4xHTWP/JaH/4itI0Jp3ujKVem1sz2vxSLx5oJ3LrGx2r6Ke2fTNZtxb3UFoZhiUp95FXJX/69eQ3PxG8V3abLjVBIvobaL/4mvXNOg1WXQ9N1K3ui009pDLKjgBWJQEnA9zXo06yilGehwTo8zvDUrPc71IVcE/ezxipvNXHqMjjPSrVveW6XTm/0+Ldu5Mn3dv1qWWy0zUGaaKR4Id/Gxs7vU4PSulST1RztNaMybllMTAx89ePpVBkKFTvYEg4K5ro7rw9K0QbTbn7TjOUkwrE9cAVjyWGpGNWlspfmyAuMkYPpT5kKzM+4NxEMx3LnJwRwaeiXhjfZcIr467On4VdKKSsU8Dq3bcuMdqqakfsmm3EkcToWYICBz9aL3GedajcX73RY3LCTzWGVODx06V3vgPxReX8jaRqGZpI0MkU2OcDqrVw96hQQ8csXkwfvDJxz+VdZ8O9OkW/l1UvhQhhRcdc9TWXLZl3Vj0JDgHJ288+4qUkA5HpVdiwywU88dKkV3EbFkznoMd+9U0QhQVJCkjIzn1rNu3EUoAXdhe3PNW2OVJAycevSrFi0dvc4eIOspXqOQR3FNOwNXMSQ5iQiMsh9uQaPtTKqqhBz1UmvQLiG2KqCiAKOcLzz2x6etYd9oMF9BFJHhJAT+8VApfHXgVKqpvUp02kc8kpuS6RRN5gUkp34q1pmmTLf7ruABUXehz949uPanQaS9vexTLLJGyNnaRuJBPeuhnkSV1dOgQDpisMVVUKbS6m+Epc9RNiKwZ8d6kBwaitoyzs34VZbA4714h7TI5OKpysVNWXJJzVKUknFJlLQgd8Au1V5HCRFyetLcyYIXsKq3BLrk9OwpDbIYh+6Zz1J4zWTeFJrmZCcALtz+H+Na7Yjtueg5rm3uFyzn1JzXdhFdtnn42WiiafnL/wj9zJGMExF8+5H+Irq/CN819oULOMOqgHPWuJsHe6gksguY5GwCOwPP+Nd34fsDZRMitmIgbc9q48+jGWClzdNjLAtqqrGwRTTTyKQivzc+iGU008ikIpjGEUmKcabVIoaRSYpxpKaGNJptONIaoY3NFFFMBKKDRQA003NONNqgCkpaQ0AfKlFFFfqx8kFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9PeGFz4O0T1+wQf8Aota+Ya+oPC3/ACJ2iZ/58IP/AEWtc+I2R1Ybdlma3jmUiRFYe4rMk0mPkRO8YPYHitpuKhcVjGpKPws6pU4z+JGVEl7asP3nnBcFecEEHrVk6m0OoXAaNvJkjMnmekmOg+tTMKhkUEVssVU66mEsHTe2hifa5tSsWjKot2OFWVMj3x71yutajerf22mAbHKhiMZJ5Pb867iVNrBk4YdCOtPj0zTn1Bb8Qg31wRJulwdmOMDPQ100cWp6S0OSthHDVao8hlsrrVNTVEVlV+EdhxsU4J9zXa+H7XyLhDISQF8sADpnnHHpiuouJFtnlgs44kJUncIwec9Pp1qomnFtJvL2M4KR+ZEijlmyCfrXTGqnoc0oNI0llzLh8qoGcetOkuN4xuwPyBqm0u9I5ANoIzg9jSSt5sWYwCAeSa0MmSPMoG7sOR3qT55LuKKIZJb8/WqkbKZNjLyR/WtzR4QLlpwvRQM+nvSk7Ia1JrXW9J1a6u9OV2jurZtkiSDaTx29RUy2l1GytDeqyDISJx2PYGuMlaOL4kzhAQZoVLZ655rt7eCEj5vl4xn0rzfaJz5Wel7K0FJFe8im2q8kQSQH5nxkMPT2pJSIrbPeluXdykBbPzbvr9ailO6eKI8bnFctZ3lY68PC0b9y/DGIkC98c1HKSSSB0qbILsDUMrqgI7msHoaogkcBRVSRurelWNjMCBVa7xDAB3Y1LLRmTHfJn1qKUkj2FTsh+9getQEGRSB6GhIpozdauHh0/EasXchQB+tZNnpNxct5k3CE5KZrdk2MMsCSgyBVyGB1McxZfJGQ35cV6NB8tM8rEJzq2Eiit7N4rdeFwuR2Heuwsdpsoyg4IzXFl/PuGlIAJrsNHbdpqexIr5viCcp4a/Zo7MLTVORaxSEU80lfEnp3IzTTUhFMIqkUMNJT6bVDGEUhp5FMNUikNNJSkUHpVIobSUtITTASmmlJppNNAIaSlJpDTAM0GkzSE00gPlaiiiv1U+SCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+nvCzH/hD9E/68IP/AEWtfMNe++H/ABBcweGdKiWGAhLOFQSGzwg/2q5MVJRSOrC7s7N+TULCucbxPd/88Lb8m/8AiqgfxTef8+9t+Tf/ABVc8Xc67nSMKicVzreJ7v8A54W35N/8VVZ/FN5k/uLb8m/+KqlqPmOjkGR71nzkqpAYgHsDWI/im8z/AKi2/Jv/AIqq03iS6brBb/k3/wAVRYakaz3TIss0sjyShdsaE8c9SfXFdB4Wnnu/DrJcMqrA+xJO5GOhrzmbXLhgcwwfk3+Nbnh7xTdx6UsQtbUoZGYhg55yP9qumg2pI5cXy8mx0lxYXxfMEO5D6Hn3OKqSIYVVfMTcr7DtbcQcZ57dKifxZeSEo1raFWYoeH6Z6feqpa+I5oncrZWfBLAFXxk9f4q9SNS+55LiadoFabdkthwc9f8A9ddNo6p5c8iuNztjGOMDjp+NcAfEM0bXDpZ2ikydAHwOO3zVPYeLr5dRZRb2u2OFAq4fA3Dk/e6moqy0HTjqMiD/APCxbmSUcg7RznjHFeiwH5M15BfeILhfFUVwtvbq7oGbAbBPr96uqi8Y33lhfstnj/df/wCKryJL3j2Iv3UdjNEkSm5l4KnOfasbSrxtU1qW4jjb7LboVDkcM57D6CuZ1XxZfX19BYyw24t5DhlTeMjHruzV6DxbdW0HkQWNjHFGNqqqOAB/31SlG5spWidgXCuW5qg0xlmYqThetcnP4xvyD/o9qOOwf/4qqWk+Kb3ztRkMUDfcAVt+F47DdWXJcFKx6HC/FZGpTBpDGvJzWA3i6+ETYt7UfQP/APFUw6tKAZPJhLe+7/GoejSKUjo5lCWQJODjrWZFKgEjbxtA5Nc9qniW9k2x+XAF9FDf41FbeIrjBQ21sVK8ghv/AIqrjHUUqjUWzp0h3uJsEDyyHjY9OaLplaTbE3ylQJMHgkd65uDxLdCV28i3JZDnIb/4qoh4guc/6m3/ACb/ABres2lZHJRV5Ns6aL71ddoLbrFh6NXmSa9c4/1MH5N/jW/oXim9EbKILbGfRv8A4qvEzanz4WS9PzOqEveR37CmkVz58Q3WP9VB+Tf403/hILr/AJ5Qfk3+NfGrDy7nYpHQGkPWudbxDdZ/1UH5N/jSHxBdZ/1UH5N/jVfV5dylI6A9KbXPHxBdf88oPyb/ABpP+Eguv+eUH5N/jT+ry7l8yOgNNNc+dfuv+eUH5N/jTf8AhILr/nlB+Tf41Sw8u4+Y6CkNYH9v3P8Azyh/Jv8AGm/2/df88ofyb/Gq+ry7lcxvmmmsD+37r/nlD+Tf40n9v3X/ADyh/Jv8ar6u+4cxvnrTDWCdduf+eUP5N/jTf7duf+eUP5N/jT9hLuVzG/QawP7duf8AnlD+Tf40f27c/wDPKH8m/wAafsJdxcyNw9aSsE67c/8APKH8m/xpP7duf+eUP5N/jVewl3DmR//Z", "path": "030248.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.
030249
Women Tops & Tunics
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"path": "030249.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.
030250
Women Tops & Tunics
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C3ZopQSme3Vff6VpiEMA8bnnkEd68TEUZUZeR9Ng69PEw7SW5uQzrd3cyqcbO1YGvBodUtV/56cVZsTLaXDSr1br70a48d09hdbcNFLtcfWuW9zuUeWWhn3sKmI5ArhNfDTWkwhGMA4Ir06+shc2brCcMy8H0rj5NNeOEwSREnoSO9VDR3CXvRaPN9VdtQ06BrkE30C7d6/8ALRff396woFycH6V2up+ErxpS9qDjqAawdQ0a+sYVmuLcx84Zgcj616UKnOtDyqlP2buyoyAhX79G+tIwA+YDkU0N8vX2Ip6fNkH0oYIlweCPqCKv20+1mjY5DDj61RtyOh7Grk8G23WZeNhwahvUtI1beIXdpIMHeoyMVBaOI7yAkldrDP51NpEsb3sIkbbHKdjEds1Dex/Zrlzg5R8GpbLR9O+Db6SbShp91gyQKNrdpIz0I/lXO+IfCsVvcmGNVSCdibWQj5Uc9Ym/2T29DSfDu+bUvDME8RU3tkNmB/Enof513zx22rae8Mybo5F2up6j/PrXQrSicjbhLQ+eUN14d1x0KNHIpKtC3cY5U+vH+NdNod6txF8pIXJADdR9a6Dxd4QkvoPKJ3X0Iza3B489R/A3+0P1riNGeS1ujHICpJwQePmHUfWuOrBxO2jNSO2dfMixWa801hdR3duxWWI5FaFtLlfrUN9CCpIHasr21Rt5M9G0XVotY06O6iOCeHX+63cVp15J4b1l9E1gLIx+yzkLIPQ9jXrKsGUEHIPINehSqc8bnm1qXs5WHUUUVqYhRRRQAUUUUAFFFQzzJb20s8hwkaF2PsBk0AeXfFT4mz+GXGjaQF/tCSPfJO3IhB6YH97vz0r5zu7qe9uZLi5meaeRizyO2WY+pNaPiPWpvEHiC+1WcnfcylwD/CvYfgMCqFjGs12of7o5NA0ruxt6BYiBGvZx0GVB/Sug03T/ALVOZphwDk5rKW4BKg8jOcVsx3RVAoOFxuY1wVZts9KnFRVjO8TOsZEMXU8jHpWJZRsIHaTsetbt1cWkz7R+8mbkgdh6ZqjOmFPACqBwPWnHRWJlqyIxFbRY0GGc7ifc9M1h3e03Ihj+4nU+p9a3p5Cu7nqMfQCsAjLs3qc100lpc560tLCgYFPDMOjEfQ00UtanMPEso6SOP+BGkLMeSSfqabSigBaRhnrRmigBgXa25SQfUV1Pg7x5qvgy9nntEhuUuAolScEk46YI5B5NcxSGgD6M0L45eHdQCx6pDPpkp6sw8yP/AL6HP5ivRtO1XT9WtxPp17BdRH+KGQMP0r4sNXNM1W/0a9S7027mtZ1PDxNj8/UexoA+1KK8z+GHxKPi9H03U1VNVhTfuQYWZBwTjsRnkV6XQAtFFFABRRRQAUUUUAJ2ry7xHdfadauZRggNsB9hxXo2pXItNPnuD/AhI+vb9a8luGZyT3J5rakt2ceKltEzLtiFNZ6x7j6VducYqOJQ1bHGVnQgD2NJirLL1Bpjx4fFAEIFW7OTD7CeO1VyuDjFAypBFAE17HibcO9OstQltHxt8yLup7fSnznzoFbuKqJw1KUVJWktCoTlCXNF2Z0kV9a3BAilBJ/hPBFPeJZVaN+hrmjErnJGD6ilVrqL/VXLj2JzXn1Mui3eDsetSzecVapG51tq7xgIcMB61Xuo42lb5cZrn1vdQU/8fH6USXV7N/rLgmsll0/5jd5xT6RZoTLBFku6jHOM1g6jDHqcTwlR5TrjGKseUWPzkt9adt5ziu6hho0fNnm4rGzxDSeiXQ8l1bS5NJvmiYEoeUJ/iFU1yDkV6d4h0ganp7AAecnzIff0rzZomiYgjBBwR6VjWhyvyOzC1vaRs90LH94H1rYiXz7dkxncvX6f5H5VkRD5sdPStSxkIDjng549Ohrlkd0dyraz/Z3dGGcfp71sap++hivScifO72Yf/Wwax7yMLcsV6nvSpJOLZrffui3bseh9aNGD0PZvg/chIDLG3zxNsnQc7l7H8K9phRc7k6HkEV81fCXVXsfFKWsj7VuBt+bue1fS8CqsY2fdIyB6VvS2sc1b4rizwRXERjlQMp7GuK8V+CVvQ2oaadl4nzOnaXH9feu6pDVyipKzM4ycXdHj1jOWUA8EcEHsa03AkhP0qn4htv7K8U3MI4jlPnJ9D1/XNTQS5THUGvNkuWXKz1U+aKkjHvouoxXf+BtaOo6WbOZs3Fr8vPUr2NcfdRbgaqaPqL6H4gguuRETtlHqpqqM+WRNeHtIabo9pooor0jygooooAKKKKACuf8AG939i8D65cZwVspQD7lSB/OugrhPi/dfZfhnquDhpfLiH4uP6ZoA+UjV3TIyWdh64qixxXR6HboLRWlHB5x61FR2ia0Y3kWbOyln3MRtiUZZz0+lX3Um0mlUfII+Pr0pTcNIHXhYgnyqOgqSzuI5tIntMguQxH0P/wBeuBvU70rIwrFh9plk+grQkjH2FWPViWNZ0JEICsCCfmrQe4WSwVQeQCKpu7EloZl822HeD1BFZQFXbtisWwnuKpV203eJxV/iClpKKsxFoozRQAUUUUAFBoooASkNOxSEUAbngzWn8P8Ai/TNRVtqxzqsnujcN+hNfYQwQCK+IB1zX2F4N1P+2fBmkX5bc0tsgc/7QG1v1BoA3qKKKACiiigAoopDQBzHjK8EVjHaA/NK24/Qf/Xrz64kUIcda3PFV/8AatXnOfli/dr+HX9a5G4uCwPNdUFaJ5laXNNsr3Eu49TSWsnzEZqB23HrSIxRs+tUZF+UAtSyryDimI28c1adMgfSgCoyDPNKIVbAqUxnPApQhGKABkVY8DNVwoHarDZxUXc0wGke9KFHpS4zSgc0gEx2pSnFLtNKF9eaAE24FMYVOowOlI67ulAFeuM8TaNsuPtcK5SThwB0PrXdeWMcmoLi2WaNozgqwOamcFONjWjVdOakjy9bHy3+Y8kZWnW6lLoArgMMVsXmnyW9w0LHGDuRqpzoAm4j5wc49PWvIleLcWfRwalFTjsVL2Ilge+M8Uun2Tzu3BO3JxjqKvtErKGccdf1FdnoGmQme2dVAWQspP4dKzcrI1jC7uzO0rSJLb7NfQwESxsHRu2Qa9Y0j4jqFWHVbJomH/LSHlfyqkujLBGY1AK549qpz6XwcAUo1ZxY506U9Gek2Gv6XqY/0W8idv7pOG/I1pZzXiE1h5bbhlWHPHBq7Z+Jta0pwIrppoh/yzm+Yf41vHFL7RzSwb3izpPiVa7IrHUVQnY5icj0PI/UVzVjN5kankexrS1nxvY6z4eurO9heCfaGRl+ZSwORWFpcvmRKQe1Y12nLmRvQjKMLS6GzIN68VjX8Gc1sKeOvNV7mLcpNYm0dD2CiiivXPFCiiigAooooAK8q+Pd15PgS3gB5nvUGPYKx/wr1WvEf2h7rFpoVoD955ZCPoFA/maAPAiOcmuv0wIbGMt02jpXIv0rq9CIlskEhwo4z9Kxrr3Towz94e9xK8T7U2oM4AqHThJHKJAeSefYVc1W/gtoFhhUeY3RfT3NZ1vM7lLWHlyQZH/pXMlodbeth0p87VViALKz4Y+ntTdSza3TRR9OuK3be1torgEYLAFyT3NUZNPa5mkmk5JPNTfUbWhh3yllBHJODVUjmtHUSkbFN3zdAB2FZ3Wu2kmo6nDWachO9FLRWhiJQKKKAFooooAWijtRQAlBp2KQ0AM6V9G/ArVftfguewZsvZXLAD0RxuH67q+cjXrHwF1T7N4rvtOZsJd224D1ZDn+RagD6IooooAKKKKACkPSlpO1AHi+r6Tq8N5dyXF2kheVyIlTAVcnAz64rn3WZAVeNhjrkV6rq8aPqE6lc896wbizjUkqv4GuZY2cJNS1RtPL6dSCcNGcIfu7hgikGSK3b/SEcl4fkfuOxrFIMTFH4I7V6FKvCqvdZ5FbDVaL95DkuFiOXbAraQiWJGHdQa4bX7hhbqkX32YAY712+nxsNOtw/wB4Rrn8q1MBCnNIYyKslaY/OKAKzA1Gy+lWHPGKgc889KAGdBQBQSM8UuQeKAHgYpaaD2zTsc0AHalHPainDFADSKibg1OSKjcZHWgDI1m1WeESBcshz+FYKWyXGUdTk5HvmuukXchU965pl8i9ZQCMHBx1rhxlPaaPXyytvSZmzQgWSEHJB2tnsRXWaDdCOOBS3IYOv5YNYc6g3Lps+/8AOD61KCbYwjODyK86SPai7Hr0OoRzQqR1IpGcMc9a4vTtSJjUhu3IrYj1HgZNTzB7PqiLVoJmna8hcKsXyOndh1PWqpQXFsJ40ZVbs3WrD20d1cme4lLqSf3X8PTHT196vYhEAjQAKo4AolZoIXTOQvLRjGwx2p2hzPF8jDpxW5cwK2eBiqP2IJJuTg1NzV6m7HIrgFaSTLcVUtnKDaauDBGTQZ2PW6KKK9c8UKKKKACiiigAr54/aDuN/ifSrfPEdmXx/vOf/ia+h6+ZvjxP5nxCWPP+qs41/Msf60AeXsN3FbMcr2dvFGp5Az+JrHztOfTmt9bZbh1LEhHUc+lY1nodFBatlFVlnvGdiWbGa1bbbY2TspDTtwzentUeFhATjftYZ/CotriCFPqx+tYNnTY0IrogAZzIw5PpTrm9aG0dx2HX1NRWsAwN3U8ms3WroF/s6EbU+99adOPNIVSfLG5mqzSMXcksTkk1J2pkYwop9dh54UZooNACUUCigBaKKKAFpRSUooAWmt0p9RuaAG11Pw31D+zPiFos5OFa4ELfRwU/9mrlamtbh7W8huIzh4pFdT7g5oA+26Kr2dwl5ZwXUZyk0ayKfYjP9asUAFFFFABSUtB6UAcZqrY1a5B9R/KsudcgkVqa6AurPjuoJrNY5zjtXlVPjZ61L4EZc6jB4rG1CKF4yGRSex7itu5IOc1g379azTad0b8qkrM5eTSWuNetIjJui5kwRyMY7/j+ldyQEQKOwwK53Rz52uTOSD5UIx+JNb8h717+HcnSTlufKYyMY15RgrJDGJ61ExOeKcWGcVE7DkitjlGMc1Xc5NOdz26VCzCgBwPNOBHWoQ3vTs470ATbhSlscVCD70bhn3oAn3j1pQ2Bz1qDcBRuoAsZHNR7iWOaZv4phfHegCQkZrC1WJku0dcASDGfcdP8+1a3mjd1qC/jE9k+0AuvzL9RUVYc8HE2w9T2VRSMIPxGcfMrYNdNYeFbvxH8tlJEs4XzAshxnsRXJrJuudvAVgGz6V6t4CL2+pRgnmNjGw9jxn8wK8eKTkkz6ac2oNo5p/CniXSnPm6XM6D+KL5x+lRGa5h4lt5U/wB5CK+gKa0SSD50Vh7jNbPDRexzxxklujwMantHXH1pf7XI/ir3KbStPn4ls7d/96MGqj+F9Cf72lWv4RAVDwvmX9dXVHjQ1lCfmqZdRjbowr1Z/BPh1+ulQD6ZH9apy/Drw9ISVt5I8/3JTU/VWUsZHsebG9Aww7GtIXSeUrbhgj1rqpfhjphz5N3dR+xIb+lQp8L7ZTzqlxt9AoFT9WmV9apnoFFFFegeYFFFFABRRRQAV8q/GWfzvidqYzxGsSflGv8AjX1VXyJ8Tbj7R8R9dfPS5Kf98gD+lAHInpXVaW6TaQA/VRjPpXKMeOOtaek6nHaq0M3CHndWdWLlHQ2oyUZalmfd9pTGTk9asLcRST7EIIj61SvNVieRvJIxjaDVC0mMEwfqDw1RGl7t2ayqpSsjfuLw28EjLwxGFrnOZJOTnnJPqau6jMs0yrG+UA7etVlAUYFaQjyqxjVnzSHjilzTc0ZqzIXNFJmigBaKSjNAC0tNpaAHUoNNFA60ASCq8jfvAKsDpVOY4uMUASUo60wHmnigD61+Gt//AGj8PdFmLZZIBC31Qlf6V1leU/Aa/wDtPg67si2WtbskD0VgCP1DV6tQAUUUUAFFFB6UAcZrhB1p/ZRWXK23ODV3XHP9uT88AAfpWVKxwfWvKq/Gz16K9xFK4PBOawr7kEYrbnPymsG9k2ZJ6CszoRmeHZCNZ1IH/ZA/IV0LS4JFczpMynWbl0+7IcfpW3I5B4r6GirU4+h8diHetJ+bHvJz1qJnGOTioHf5jzzULSE9K0MSZ2461CWppOaTNADwadkYqHPNLmgCYMB+NG4VDupdxoAkzx1o39s1FuNG6gCUt70xmphPegsKADNPBBVh2IqP3qC9uVtbR5ScYFD0KiruyOfkJjZWA+7xXsfhiAyXo2KdskSPn/a2Bh+orxYS5gXnJY7s19B+B7XNvBcOBl7WIj6gV5EFedz6KXuwsztIm3xK2MZGcU+kUBRgdBS11nGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfGPi+b7T4z1ubP3r6Y/+Pmvsxm2qSewzXxHqMpn1O7m/56TO35kmgCmajcE1N1pjDigDtvhx8P4vGlnrs0s80cljADbiPGGlIYgNnt8v61xoyOO9fQf7PNiYvCuqXhH+vvAgPqFUf/FGvFvGGmf2N4y1jTwNqw3ThB/sk5X9CKAMcGnZpgNOBoAdS5puaWgBaKSigBaKKKAClptFADqcDTKcKAHiqUrbrpvYV3Pw78HHxn4jW0lMiWMK+bcyJ1C9lB9Sf61mfETwunhDxre6bB5htSFlt2kOSUYevscj8KAObU81KKgQ1MpoA9j/AGf9Q8rX9V08nie2WUD3RsfyevoCvk74X6t/ZHxC0qVmxHNJ9nf6ONo/UivrCgBaKKKACjtRRQB59rrH+27jjuB+lZzsMVd1twdYuv8AfxWc+SvNeTU+Jns0fgRVuGJB9K5nWHxE/wBK6Kc/Ka5y+U3M8UK8mSRV/M1MdWaydlc0dZ8Nvodlo94iBVuLYeYV/wCeg5/kf0qrI4ZQ46EV634r0kX/AISmt1TMlvGJI/qo/wAM145A25WjPavoKT92x8jiY2qN9xrvzmo94Jx+tE4wOKrEnsK0Octbge/FNLgVCm84FTKmOvNAACSaUAjmlxSkHFABSd+9KBTtvNADKTmn7cigigCPPJzTNxzzUpAxVdzt9zQBPGJJZUhijaSVyFVFGSTVfx9okuiWVrBcTf6ZOQXjXog9Pc9K9N+Gegolm+uXCBpZCUt8/wAKjgn6k8fhXnXxTu3uPGBjZgQnAHpXLiKmnKj0sFQ1U2cfaxO9zHCoJIXb0/GvpvwdaG30KzY/8+6D9K8E8O6c0kcd+V4Mrrj1xGT/AIV9HaPEIdHs0xgiFM/98iuSitbnoV3pY0KKKK6TlCiiigAooooAKKKKACiiigAooooAKKKKAKmpTfZ9LvJv+ecDt+Sk18SE5Yk9zmvtPxF/yLOq/wDXnN/6Aa+KxQAtRt0p9NbpQB9T/Ba2Fv8ADDTjjBmeWQ+/zkfyAryf47aZ9i8fLeKuEvrZJM+rLlT+gH517l8O7T7F8O9Bhxg/Y0c/Vhu/rXAftB6X52h6VqirzbztCx9nGR+qfrQB8/U4U2nCgBwpwpop1AC0UUUAFFFFABRilxS4oAZTgcnA60m0muj8B2MF7470S3uEDxNdpuU9Dg5/pQB9CfC3wp/wi3hGL7RHtv73E9xxyuR8qfgP1Jri/wBobQxJpul67GvzwyG1lPqrfMv5EH869trkfiZpH9tfDzWbULukSAzx/wC8nzf0I/GgD5DSplqBetSqaALVvM9vPHNGSJI2DqR2IORX2do9+mraLY6hH925gSUe2QDXxYp4r6d+DGrf2l8PoIGbMljK8B9cfeX9Gx+FAHotFFFABSdqWkPQ0mB5nqT7tVuWJ3fvW/nVNm461Zv/AJr6dh0Ln+dVW4FeRP4me1T+FFGdsK1Z2iwC88XaXCeQbgMR7Dn+lWr1sKan+Hdv9s8b+YeVtoWf8TwP51dBXmgry5abZ7KVDKQRkEYIrwTX7FtG8S3drjCI5Kf7p5H6EV77Xl/xU0spcWWqIvDAwyH3HK/pn8q9mk7Ox85iY3jfscS67hkYxUJi5p9udyhTU+wV0HAVguBgU4LzU/lA896PKK88UARBeaNp6VMAMYHFN4PQ0AMxilA55pDilz2oAUqDz0pCgx1FLu46U3jPNADCtVZ028j0q4xGKrTKWHFAHunhpEtvB+m7eFFoj/muT/Ovm/xDeHWfF17cDlfMKr9AcV7fb60LL4TreZG+O3aID/aBK15B4Y0KfUNQC+WSXkG7joSf/wBdeZiHrY9/CJcvMehaVoCWvhrS0YbXaCSZvq3T9AK9WhTZBGn91QP0rJutPAjhVVG2OJYh7DOK2u1aQjZGc5czFoooqyAooooAKKKKACiiigAooooAKKKKACiiigDM8Q8+GtV/69Jf/QDXxWK+1tf/AORc1P8A69Jf/QDXxUOtAAabtLMFHUnFONWdMj83V7KPrvnjX82FAH2hpVqLLSLK1AwIYEjx9FA/pXLfFjThqXw11hAMtDGs6+2xgT+ma7WqWrWS6lo99YsMrcQPEf8AgSkf1oA+JRThSOjRSNGwwykqR6EUCgB4p2aYDS5oAfmikzRQAtANJRQA8UtMBp4oAK6j4cnHxE0L/r7WuXrc8GX0WmeNNHvJziKK7jLn0GcE/rQB9hVHLEs0bRuAUdSrA9waeKWkB8Sa/pjaL4j1HTXyDbXDxDPcAnB/LFUlNel/HXQJNM8bjVFj/wBG1KMOGA48xQFYf+gn8a8zjUmmBKpr2T4AayIda1LR3fi5hE0Y/wBpDg/o36V46F9q6j4e3zaZ4/0S4RtubpYmP+y/yn9DQB9ciloooAKa33TTqa/CH6UmB5pOuZpTnjef51VkXCk06Wby7plY8MxP61NKgZMjBryJbntx0SOcvjwc1ufCaINquszkcqsaD6HJ/pWNqMRBNb3wpwuoaymeSI2/nW2G+Myxf8M9QrB8X6Z/a3hm9twoMip5sf8AvLz/AIj8a3hSEAgg9DXpp2dzyJK6sfOdu2NprRxxUevWDaR4hvrLGFSUlP8AdPI/Q0sMm6Nc9hXWtTyWrOw/7tDMTSFh25prHigRExw3FN3H0oc4PFNY5oAQnmjNNJ5pAxNAEm/ik3HvUefWgnigB+6kIyKarg96duxxg0AdTpCSav4LvdJTO6O4EuP9k9f1H612Xg3wxHpdgk0ifvXbec9uv+NcX4Gv1s/EkCH/AFdwDE4Pv0/UCvYwABx0rkqwXPc9PDVG6XKNddygY7g1JRRSNQooooAKKKKACiiigAooooAKKKKACiiigAooooAz9d58Pal/16y/+gGvikV9ra3zoOoj/p1l/wDQTXxSKAFrS8Nx+Z4r0dD/ABXsI/8AHxWdW14OTf430JfW/g/9DFCA+yqKKKAPjXxvZLp/jnW7VMbEvZduOwLEj+dYQrpviNz8Rtf/AOvx65kUAKKcKbSigB1FFFAC0lFLQACng0ylFAD6ASDkUla/h/w/ea/fLDArCEH97MR8qD/H2oSuB9P+CvEltrnhfSZnuUN3JbqsiE/MXUYb9RmuorweRW8NPYpp0reXCNvlk84781qP8dLOxsWhaylu79OFKkLGf949fyFXKFiVK5ofHtLd/AtsJFUzfbk8onqPlbOPwr50VABXQeKfGGr+ML4XOqT5VM+VAgxHGD6D+p5rBqCgq5pHmf2zY+UcSfaI9n13DFU67X4V+HpNf8dWR2Zt7JhdTE9AFPyj8Wx+tAH1RS0lLQAVFOSLeQjqFP8AKpaaw3Ag9DSYI8puYjKd460lm7BSj9RV3V7V9M1OWBs7GO6M+xrPYlZA2evWvJmrSaZ7cGpRTRBqMeQTVj4fXC2fiySJjgXMJUe5Bz/jT5o1ki9655rl9J1e2vk4MMoY/TPP6VVKXLNMmrHng0e8iiooJUngjljOUdQwPqDUteqeMeTfFKx8nV7S/QYFxGY2Pqyn/A/pXG28hztORmvZvG2lLqnhyYYHmQfvUOOhHX9M14qpxgjNbRqwStJ2OOrh6kpOUFdFzdjrmo3k7c0jSkjjmoi27jn8K0U4vZnNKlOO6Y4tk03cAehpudvVWxQGQetVcmzA9RSZKj1OaC44pBuLEKhb6Ci6DlYjFmPShjwBjH1p4t7l+ilR7sKnj0uZxl2C/TnNZyrU47s1hh6s/hiykrBTzViOQN0BNWBpoT72SfelEKp0FctTHQXwanoUcpqS1qOw+2LwTJOrEOpyCO1e0eH9ah1jTkkVh5ygCRe4NeNH7tdP4EgvF1OW9RmW2VNhB6O3/wBb+tc1OvKc/ePQq4WnSp2h0PV6KjhlE0QcfjUldZwhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBR1jnQ9Q/wCvaT/0E18Tivt68g+02VxBnHmxsmfqMV8STRtBcSROMNG5Uj3BxQA0VveCWVfHWgs5wov4cn/gYrBFW9NuTZ6paXQ4MMySD8GBoA+2qSkVg6hh0IyKZPIIIJJSMhFLY+gpAfIHxCYN8RNfI6fbZB+tc4K6fxTouqTaxfas0XnJdTvOxiH3dxJxj8a5n86YBThTRTqAFooFLQAlLSZqSKGWZ1SKN3ZjhQozk0ANqSCCW5mWKCN5JGOAqDJNdxo3w0u7hVm1WcW0ZGfLTlyPc9BXf6Ro+k6PFt0+BFUjDSHlz+NaRptkuSRwmgfDa4uCtxq7GGPr9nU/O31PavRY4rTStPW3soUiAGFjX+ZqWWbyUwCS/b1pLPTzIxlk5J55pVJwpLzLpUp1npsYyaLc31wxuGJQ9fxrUTwTockIjk0u2II/uYP59a3IoljwBV3eioAO1efOtObu2ejChCnGyR4p498Af8I/GNS05XNiTiRCcmInp+FcDX1FeLDe2cttcqskMqlHQ9CDXgU/gvU5/GM2gaXbSTyB8xnsIz0Zj2GO9b0qnMrPc5a9Ll1Rz1paXF9eQ2lrE0txM4SONRksT0FfU/w98FQ+C9AWFtr6hcEPdSD+92Uew/xNVfAfw203wZAtxIFu9WdcPckcJ/soOw9+p/Su8rY5wooooAKKKKAOX8Y2PnWK3aj54D83+6a4lW3Y44r1a9t1u7OaBukiFa8oVGhmkhcYeNipH0rz8VC0uY9HBzvFxLGcLzXP61GHjYgVvkEp36Vk6jHmMjFcyOxHonw/1E6h4RtdxzJBmFv+A9P0xXU15h8Kr3y7jUtOY8HEyj9D/SvT69WnLmimePWjy1GiOeMSwvGwyrKQa8BMP2a+nt26xyMn5HFfQJrxjxnpr6b4ouJgp+z3DeYrY4BPUVjiYtxub4OaUmmVooY2xkCpGsYt+doqK0kBwe1aaKGFcNz0nFFdbGL+6KeLCH+6Pyq0I/SnhPaq52Z8kOxU+xRD+EVG9rH2ArR2GoZQAaTkwUIdDPEKqw4FWliAXOMVDP8AKpckgDnPpUunahbalb77dyyjjlSKWrLIJ0AFZ0g+ata5GCRVnSfDU+qTCWVWitR1YjBf2H+NOMXJ2QpTUFdlbQNCl1efJytqh+d/X2FeiQW0VpbJb28YWNRhQKLeCK0t1ggQIijAUVKflX3r0adJQR5das6j8iS1uPs8oU/dbr7Vrg5GawVTcSfTrWlZXIb90x+YdK1Ocu0UUUwCiiigAooooAKKKKACiiigAooooAKKKKACvjvx7Yf2Z4+1u1Awou3dR7Mdw/Q19iV8x/HOw+yfERrgDC3dtHL9SMqf/QRQB5qKdTRTqAPtDw7dfbfDOlXWc+daRP8AmgNWNUfy9Ku3PaJj+lc78Mrn7X8N9Ckzkrb+X/3ySv8AStTxTMYfDt3tOGddi/U8UAeTmIIgEiFCT17VzOs6HaTzlpbZGQ9ZYxgj6kV14u9qMJ0BwPzqpO0MjYVvLdxheOD7GuiKuYtu5wg8BLdkyWl+kUecbZVJ5+orPh8E3s7ER3EPTPzBh/SvTdFUW1tckBfnfkLyufaqen2DRIJVvGXcvRhzT9nFhztHEQ+AL1mAe7iXJx8qsf8ACr8Xw8jhvYUvL5zDIcAxptP65rtZLBljEpuZDjnCqKgjtrua8hm3FoUOSJCBSdJdA52UH8IaTp+nxTQ6ezSeYPnlUtvH48VW1drLKvYzpC8eQQo2lSPQV3usa0k2gjMDwsQE2OuApH9K4WW5jdMm23y9MHhB9aumnbYU3qdNaXsuq+HbWdZAsu0Fx0ORww/nSRzxqnk25DP/AHT1zVPwjM91c3NsJLd2J8zCsMLngge3FdLa6dBp3mT3MiMynO8+nXFY1ayppxW50UaDqO72IItO+zW/2q6fMrH5c+vYVsW42wLnGcc1yLeIf+Eh8Spa2qkWlqNxY8b2PA/DrXWYKRba8uo5OV5HqxUVG0RzetQNKQeTxTpJPQYqjPLxWbZpa5OZ8nrXUeF7aJLaW6UL50zAO2OcDoP51xiBpMgHk8D610fhfVAJzaykBiAuexI7iurDU5NObODF1UnyHZUUUV0nIFFFFABRRRQA2vOfE1n9j16RwMJOBIPr3r0f0rl/Gln52mJdKPmgbn/dNYYiPNBm+Gny1F5nIo3y1SvlyDxU8UmB7VDdE4Neatj1epW8H3X2DxnanOFmzE349P1xXtQrwFna11K3uVyDHIrj8DXvcLiWFJB0ZQRXfhX7tjz8ZH3kxZXEcTueiqTXOSQQ6hE0d3EsiSDJVhW5qCu+nzJH99lwPxrJiA5B7Gulq5yLQ5i78CqrF9Nudn/TOXkfgazm0XV7N8SWjSL/AHovmFegqD2P50/JxyKwlh4M6Y4qcTzpS6f6xGU+hGKkW4XPWvQmWGRcOqsPQiqj6Tpsh5tIvyrF4V9GarFp7o4h509cVXdwcjNdz/YelgkC0jyPc1ImlaenIs4fxXNL6tLuP63HseeMnmqUCk8dquaD4fuGR0WPykJOGcEZr0COKGIYjiRf91RWbrFy9oglQMcAthRy2B0FaRwyW7Ili21ZIhs/DtnbNumPnyA5BccD8K1wwClVHAFVbFjd2qTtlVYdD1/GrZbGAOBW6io7HLKcpbsiQiNefvd6MEg05kBPOc0hOAvpVkgTtUKOBTASjBl6g5peTzmkJwOtMDaglE0SuO/Wpax9NuNk7RN0bp9a2KBBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXhX7Q+n/APIE1ED/AJ6QMfyYf+zV7rXmXxzsPtfw8a4Ay1pcxy59Acqf/QhQB8zCnUwGnigD6f8Aglc/aPhrbR55guJY/wDx7d/7NW348vFtdEjjYAmaUKM+3NcX+z/db/Cup22f9Veb8f7yD/4mtz4l3EZOn2zHoWkI/Qf1o6gchI5OPlHPTGDVK+s3kEOzhTIPmHIXNRzzDzo2VuAwqGzurjz0d5GMYBJDdya6IpmUi7pymGyuxIV/dscFTwQBmmWlxFJBscuR24zxTpoxE26OTbHIPmTqDxUNrbrBxH90Doa0jHuZtmhfeVcW3lJK0TDBB2kH9KyP7HvrmUkSiX08wsB+Wa1/OVMHaeKcb35gwOMdhTtYCtqV472MaSwuLnaFbIyuQcEj6+tYNxZxrqLxTlyhjBC55DEV077bu5gYM5CtllxyfQfSsy+j36yryEEsobGehyRVx2E9yrFobRTRS2LtasCNxU4JHpmtqK3llvUhnmmkhUZJLk5J4waElJOM49M1YiuGQsSM54qXTi3ew1Uklyp6Gb4b0+40jVL0TEyHzco5/iTHBrsY79ZGKscHuDXNNfmzlUsu6Ic89fzqYajaT3DT+cFWQDCkdMV5mIw1Tnclqj1cPiqfIoy0Okdlk+VWHuapyxfMcHPoBWZ/a9tDLgSFlxwF60sV9PdEmJDEp7nrj2rOGEqSeuhdTGU4r3R6SSC4KKR5xOMA5Ea+/vUhaawv7a7ViYVISUjrnP3vpmkSGKBcBwM8596tRvDNEYpCWRlKsBXqRgox5UeTKblLmZ6ZZ3AubSKUfxLz9asVzHg2+8+wktmJL27bDnvjjNdRXK1Z2Nk7oKKKKQwooooAKrXlst3aTW7/AHZEK1ZpKTVwTseQbHt5pIHGGjYqQfallG5QcZrZ8YWJtNaFyoxHcLnP+0OtY45X8K8qceWTR7VOfPBSMPUYyQT7V7D4Wuhd+GrCXOT5QU/Ucf0ryi7TJOeldz8OLvzNGmsyfmt5eB7Hn/Gt8M7Ssc+MjeCZ2N0cWzn2rIRRwO/rWreHFs1ZUa5YfMceldzPNJlGBTgTTAoPAY0uwjoaQx6tzyAacducgYNQjin84OScUwGrsJbuc07C56UicA+5oJFADsgc4qteRJcRYdcipAfm9aSRdwzyMA8CkBFCoSFY4xhRx+NSHrtppOIj6A5pQRuJoAk43t9M1DkMpyMelHJNBSgCNpMHGD+FL05PWl8tc9KeqKO3NAERU5DDjbyPrW1aXAuIQf4hwwrKbpinWcn2e5GT8r8GmBt0UUUxBRRRQAUUUUAFFFFABRRRQAUUUUAFc9440w6x4I1mwUZeS1coPVlG4fqBXQ00gMCCMg8GgD4aFPFavizSzoni7VdOxhYLl1Qf7Ocr+hFZQoA9u/Z6ucXGvWpPVYZAPoWB/mK1fidqBTxRFbuhaNIF4A7kmuR+Al0IfG13bk48+ybA9SGU/wAs1vfECX7X4yughI8oKn5D/wCvVRWoMwvOGQYreQtj+LOKbFFK8gZlIAGAKswqyJ80jY9AasJu2jnHB611xijnbBkKjDj6e1C/JyDkHpmnSk5GTz1po+aPAxnPYVSFYXzM87eDTyEJAC8gdc0gzgc59sUBRvJbjPpQMsRSbG3HIGOdvWq+pnN3byZVEdCMHgkg05I3YqynG08/Sq2pXAjtoX2h2jkxukHIzQlqSy4BnHfHFKMAZzxnmpE2NbK3YjrUEpGDjrRcByyKTyp9Bmmm3gc58tBj2qvGdoBBJOcVYBbgtgfWmIkjhhQg7APoOtX0kcptijKn+8TTY1RYxgbnxkYqwFldRnbFjnA60gITAq/NNIWPXmrNsVIygwM81EYk2ZYszepqeBowMAgfSh7AdB4bmW21vaBtW4HJ9SOP8K7uvOLWVUurZ1blZARXoqncoPqK5Kq1OiD0HUUUVmWFFFFABRRRQBieKNO/tHRZVUAyx/vE+orzeByQCfxr2EjIryvWbM6drlxbkYRm3x+4NceKhtJHdg6m8GULuPK5H51f8E6gLDxD5LnEd0uz/gXaqsgDR471nyb4JEnjOHjYMD7iuaEuWSZ2VI88XE9mvsmAAHGWArNxtbAHSpbfUEv9ItrtekwBx6HvTDw1ene54zVtAyf/ANdO3Z4IpuR/kUvXsaAEyFFP3DZgtioypJ/pShPWgB24Y4pM5pcYHSmk4pgNBwakJ+Q1FmnLyMUMBpGYyO5FEfIU+oFOAwv4VFET5Y9jikA8n5sUhPNKRzuoPPIoAMGlzioyTSYzQA8vUL5PPepdvFNYUAbdrJ5tsj9yOamrO0uTKvHnocitGqEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfNHx30n7F46jvlXCX1urk+rL8p/QLXmK19D/H/SPtXhWx1RFy9lcbWPojjH8wv5187LQB3PwmvPsXxL0hs4WVnhP/AAJCB+uK6vxbJIPGGqksf+Phh+HavNPDV6NO8T6Vek4WC7ikJ9gwz+leneNkB8b6l5TDaZATk98CrhuJlKBiBz81XIlDgYJPqDVCIojBXZee4q4k8AXAcn1xXTG5g9yR+TjB+tNWQlTtz1pVuIH+UswIHcU4SxAHCv8AlVgOVjt+bG4VFIS44ODmnmQOSVU8jjIqPc7AoF+mRQJsPN8ueHe5UFx07nNVdYUJFKpcsSwYAtnnNF9cNBFhkB2/MC3T8KW/T+0NVt4c4ikAfgetC0Yt0a9gC+lRSHuPw9KZL1zjn6VavHGn6TbxhQgDlfm9PWs3zZJpflJYE5Jx0oQmxyksWVUwfYVYit3faTnFJHEItzZ496kM24BUUn6dKYF6ApCmFIyKRruNc7nBB4qtHBI5BZ8ewqRLaKLlsFvzoAcXMo+VuM9TVqG2TYHYsSKiQRKuQMA8H61bgJ4HUD1pAWoG5VguFUivSYDmCM+qj+VeawNuO3r839a9Kg4tov8AdH8q5q3Q2pk1FFFYmoUUUUAFFFFABXH+ObDzLWC/QfNC21/90/8A166+q97bJe2c1tIMpIpU1E480Wi6c+SSkeUr92oHQFSDVzyHglltpRiSFipzUUibTxXltW0PYUk9UaXhLUZNkmnO+REd8YPoetdiG3LmvMbeZrDU4bkcANhh7HrXosEpMauPnjYZBHpXbh53jY8/FU+WV+5aDjvUqkGqow3SpYwR1roOUmyKQmk3ADmo2fnigB7NTGPFN5NBzjFMBBzTiwBxSAYqORsEUwJqhQ7Vf2apNw61XBJkdQPQ1IFg/cBNMDjOM0szbUx7VHDzzTAVmNKpGPWmy8U6NCRSAXJPSgqQOam2+1NYUxC2DeXeqOzAitusK2/4/wCL61u0wCiiigAooooAKKKKACiiigAooooAKKKKAOd8caUNb8EaxYbctJbMyf7yjcv6gV8cjg19zModWUjIIwRXxVr9gdL8RalYEY+z3MkY+gYigCop9K9As9Tk8QXC3lw4M7ACQ+prz1TXR+HlaSGaEKwkXDqeQcd8VcHrYT2PQbaxHqp4q4lkFjywGfYVz1h9ojAHm3K5+hrXQOVDNdz/AIp0rqTRzstrbxo24hePWlNzAgILL+VVhHC337qQ8d+KZ9jtC3MzbfrVEk5nty+VbPrjioJJkYtjBpTa2X8Mhz7GmPFAFJRzn3pjKt6sj2rL5ayLjpiqtncKupWMs+VQW6DPoc4xWgoIbcsnvgCqM1r9qtgcgmIjK9OQf/ripk7DRpXatPLdNMWdt4KjOQq5zxSo7Im3uOuKbAWRCibmJx97qB6VIFCNk/eNEWDQ5cqvz/MPT2qRHYcImfpRHb9Aznr3NS+dFEv3lJx0FUSTJDJJHlnCg/wjrUqWoQBhvfPrUKTTsoMUeB6mrESXTKCzY9hSYE6RxleQQPSkVGMqRx53O2ABRFBNjNaGnRrbyNPMw3KpxSb0GPXas5UABiwUYr0eAYgQeiivObKDzL6OU9WfgV6SowuK5qvQ1pjqKKKyNQooooAKKKKACkpaKAOK8U6aIdSS/UfJMNj/AO8Oh/L+Vc3dJsw3avQ/EUCz6LPu/gG8fhXnNxI0g25yoFefiI2l6no4WTcfQoXWGB+ldT4R1H7RYm3dstCcc+nauQnc5x6CrXhafy9b8p2KrKhUe561FGVpGuIhzUz0wiPb2zTfMUcZFQRWcTj5mf8A76NSf2dB/tH6mvRPKFMqn+KkMqjvT1sol6LT/syelAEBnGOKYZmPSrP2dfSjyAKYFdS5plwSEzVzywOlUbxhkL3oAmGSBgde/pREuZXPXgChRkD5jjjigvsBVeXb9KQEcpMkxQdBVqNNq1BbJ8zN71ZJwDTQFWY7pAo5q3Gu1aijQBix6mpjIq9SBRYQtQSSA5xTZ5wAFU8tTQAB05osMdaEi/iJ9cV0ArmkYrdRN0+YV0o6UxBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACV4P408BWU3j+/vrqRjFcskqxIcdQAcn6g17z2rynxXN5/iW5weIwqfkKwrycY6HRhoKU9SPSfDmh2UKm2022Vv7xQMfzNQeLLFDpguIolVoeCVXB2nrWvpz/uAMVPeQiezliYAh1Iwa56M2pJnVWprlaRwdiFcL6VsxQpIF61mWzKmVksmDK2D5b/AONakU0SqP3VwPwr3E7o8V6aEwtIjwQPaontrcLtZVz9KsiaHqVkz9KUvBySD+IpkmY8Fup2iMH6CqUhQMf3YGPatd5oC2emPaqU11DxhMnNMChvQbiqkY71VW5UGcFUyzA578g/4VannR8hQBn0FZUvEzY6sB/Ok0M1HYOSwO3PXml+0W8I+Y7mxxWeJM/eYBR1qu+oQebthXfJ+gpgzSNzPPKFT5B6k1dt4oFILPuf3rFg824cNK5H+yvArftwEAAC5oFYv253jYM/WriggcDPPpUEDbRuyM+9Wl3EAD0zSAkQkpgkA9hSxSf62IkHcM5+lQbiMY61LFjrjk9KTGaWkwE6nbAnPI49Oa7+uK8Owk6ohc5IGeO1drXNU3NobC0UUVmWFFFFABRRRQAUUUUAZ+tc6Je/9cW/lXmCbvKGemK9M19tuhXh/wCmZH515oXUQ9fauLFbo7cJszPki4JPrWezvDMk0bYdGyCO1azMGyPUcVmXEeMnHWuTZnobqx6d4e1NNW09ZhgSD5XX0NbBxXmXhDUGsNTMLE+XNxj37V6QsysAa9KlLmieRWhySsSg89aXNR7gaDWhkSE1GXApjvgVXdzzzTuBJLcBQcdaoE73LHvT2GTkmmEj1oAsKQUHNKcKrMOtV1kVVGTge9KLrzWCwxtIfYcfnSAvRBYoQWOOMnNV2unlbbbpv/2j0p4tmlO64Of9gdP/AK9WAqoMKAB6CgCstvM/+tmx7IMVMkEUfO3J9WOafmmscjFMCAL5s5fHyjgVI2BTgQowKjamBASfOQ+jCuoH3RXLSHBH1rqEOY1PtQIdRRRQAUUUUAef/wDC7fh5/wBDD/5JXH/xuj/hdvw8/wChh/8AJK4/+N18gUUAfX//AAu34ef9DD/5JXH/AMbo/wCF2/Dz/oYf/JK4/wDjdfIFFAH1/wD8Lt+Hn/Qw/wDklcf/ABuj/hdvw8/6GH/ySuP/AI3XyBRQB9f/APC7fh5/0MP/AJJXH/xuj/hdvw8/6GH/AMkrj/43XyBRQB9fH42/DzHHiD/ySuP/AI3Xm178RfC9zqtzdDU/lkkZlP2eXpn/AHa8KorOpTU9zSnVdN3R9EWfxN8HxR7X1jHH/PtN/wDEVYk+KXgxlwNZ/wDJWb/4ivm+ioWHiupo8TN7pHt6ePfCoupHOpfIXJB+zy9P++auD4jeEwMf2of/AAHl/wDia8EorrVVpWORwTdz6AHxJ8JD/mLf+S0v/wATTW+JHhIjA1Tr/wBO8v8A8TXgNFP20g9mj3o/EPwkf+YoPr9ml/8AiaqS+PfCjlv+JjkHuLeX/wCJrxCin7aQvZo9huPGvhdgPLvDn/rjJ/8AE1dtrOfW7i2TTAJGuUDRt0yCMg814jX1t8JNDS38K6dqkiDzZrSIR5HQbBk03WbWociTPPfGHha/8MtZR3N0swuULN5a4CkHp71kWaIE4XnPWvXvi3arL4etZyuWinxn0BB/wryO3AHQfhVUndakzVmalqF3Dn8K2rMZAJ5x61jWke5uCM4rdtU2AAnPvWrIL4GcdKsKSCB7VXhA6+lWQuVDHpSuAFcEA4qWJckY4FRqMsfQVMjAjnj1qWwOj8Kr5l5cS44UYFdZXP8AheAJZyyAYDvgfQV0Fc0nqbx2CiiipKCiiigAooooAKKKKAMvX0L6JdAf3M/lXmMqhQQe1esX8fm2E8Z/ijI/SvL54MAt6VxYpao7sJs0Z78FSKhkXezKe1WpV2xl/wAqrSKVeOQnhq5DvWhWLm1mEiHDoQwr1LTtRju7CCfaf3iBsAeory6eMv5jnHzdB7V2fhe9lGjWsXlD5U25J9K68M9WjixcdEzpmuE/hikJ9lqJ57g/ctzj1ZgKkXzJFyXwP9kUeRnqzH6muw4Cqy3b8l4k/WmG2mb79z/3yKu+So7U0xj+7SAz3tlH3pmY/Wqtwwt0BUEk9MmtSQxxdst2FZ+tWssP2WV+kgPHoaBkGmJdSys0rKdxyoYZAHtW2iOvDSkEdgABUNoi/ZImH3sdat7gw+Yc0JCDzCBg/NS+YT1U0nyUu5R3oANw7g0h2n1pdwxRnNACYA6Uxuaeab8o5ZgPrTuBVkQtwBzXSWzb7aM/7IrmLnUoICEhxJI3QKc4+tdNaLttYweu0E0wZPRRRQIKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvt3wGoHw98NY76Va/+ilr4ir7e8Cf8k98Nf8AYKtf/RS0AUPiVbtceDLkqOYnR/wzj+teJ2rnGNqlh2Ne++NP+RP1P/ria+f4P9av1reiZ1DZtZOcmNR0rWRiMDAx2rHg/wBYv1rWT7o+lbszNCBicDAxV3cFAHGKpW/WrUnaoEShlwcc1JHgKOMnPT1qFPvGrVt/x8J9aljO90uD7PpsEZGG25I9zV2kT7i/SlrmN0LRRRQMKKKKACiiigAooooAilG6Nl9QRXjWs3U1jLIhPAYg+3NezP1/CvG/FgB1e5UjI808fjXJilojtwb95lS81ICxAVDnjn3plzqEJ0zJPzqM/jVa+408+xrMfnTIs8/KK40j0Lmg17vsl4O413XhBHOkQs7HnJAPTFea2/OmjPqf516r4f8A+QNaf9ck/lXTh/iZy4x+4jfDhFA7UvnoKjSnCu080DOP4VJqKRpXHXYPbrU/8FQTdDQwG2tsJbtEJzk5NWPEqD7BEcfdkH8qXR/+Px/92pfEf/IM/wCBigOpmwSZRSq4UjoKsAbhuU5H61Vg+6n0FWIv9efpSBkgApwApG+9QOtADsCl7Ug6UvagBtU9QbEYTyy/rVys+5P7x/rTQFK2ij+0hcLnqQvQV28Q2xIPQCuIsvvmu2g/1Ef+6KEDJaKKKYgooooA/9k=", "path": "030250.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.
030251
Women Tops & Tunics
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"path": "030251.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.
030252
Women Tops & Tunics
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", "path": "030252.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.
030253
Women Tops & Tunics
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", "path": "030253.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.
030254
Women Tops & Tunics
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"path": "030254.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.
030255
Women Tops & Tunics
{ "bytes": 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", "path": "030255.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.
030256
Women Tops & Tunics
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", "path": "030256.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.
030257
Women Tops & Tunics
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"path": "030257.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.
030258
Women Tops & Tunics
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"path": "030258.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.
030259
Women Tops & Tunics
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", "path": "030259.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.
030260
Women Tops & Tunics
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", "path": "030260.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.
030261
Women Tops & Tunics
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", "path": "030261.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.
030262
Women Tops & Tunics
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", "path": "030262.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.
030263
Women Tops & Tunics
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", "path": "030263.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.
030264
Women Tops & Tunics
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"path": "030264.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.
030265
Women Tops & Tunics
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", "path": "030265.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.
030266
Women Tops & Tunics
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", "path": "030266.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.
030267
Women Tops & Tunics
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", "path": "030267.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.
030268
Women Tops & Tunics
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", "path": "030268.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.
030269
Women Tops & Tunics
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IpmBz0PWtxdSeWPy7hFlHuKaILN8EW/PXg11QrpRszlnh25XRom2W601UyMlQQw6jFWYpAyhc7ioxn1xVBblljEcKbUHBOamtyQ4K9KwbTd0bpNKzLpbcMYNPjTPbgetSJFtXJ5FMuruO3TORmgdguJo7dCz8E9BWcDLcvk8RmoRK11NvYF+eAOlX0SXZyoUD2wBQGpE0YUfdJx6msTV9Ws9PHzyEy/3EGSKt6pqUcKMizonqxOaxbeKJ2d4LZpQ3WeUZZ/oD0qLtmiXcoRMviiWWe2maCSA7Jcrjf7iujstJ0+ytEe5G/sFByTUNrbyW07eZEkfmDhFHSr3AORwa8rFY50KnLYmdRrRCFY937qFYl7KDmnUlFeDVqyrTvMxOc8WEhLJx2kI/SqtvjKn2q74sXNlbH0nH8jVK2AIA9q9zL/4KPRwz9w0F6A1IHHJbt0qFT8mBSjkgN0ruNyXbkFj1PSoimQanU5T2FNYBgR3qWUmZF0hAOKb4abZ4hnUnl4QR+BqxcghSB0IxWfo8gi8S2zE4MgZP0yK58Sv3TRGIV6Z3VFFFfNHkBRRRQAUUUUAFFFFABRRRQAU2T/VP/un+VOpsn+qf/dP8qEA6iiigAooooAKKKKACiiigAooooAKKKKACiiigAoooHUe/FAFTU7wWGnS3B6hcKPUnoK5nTYTGgJ5LHJJ7n1q14ouTJcWtoh6fvHH6D+VNtsCMZPbAFe7l1Pkhzdz0MNC0bliRgq9aq6Xrn9i6vFI5/wBHlbZIPr0NLcOCK5XWnLoUALMxGAO57AV6sNzWaXLqdzqqS2XjDERyLiMSxkdCQOfzGK3EEV1AZo3IWQfOpP3TWLpk5GjaY+pZN9ZoY3OOQDyP0xWnZmOV2eHBU/6yMHv6iuhHnvcXSi0b3EMhyVGa01AHBPQdfWsUzG01QOwOzBD8dQa045g6bQwbHOV5wKQWJTkhcc4OBSeS79eBTPMKoCOealE5ZehBqhDRYBslZWDUAXkBG0iQe9TIXzkZqZJSD8wpMEZDyE6nG2whnUqfrVtomkGHUA96dqCiRVeJWaRTkBRzVcNqrrvECqnox5qGUrkT6ed3tTPshjOVY5qV572MZktnY/7IqnPe66/y2ehO46bpJAooK1LX4YPt3p4coBnjv9azltfFshGLSygz/ekJx+lLFpnid5CZr2xTB5AUkke1O4rG5HLcXaGSUi2t4+uerVElsdSk858x2SdC38fvU32ZTapFMWcDlscBjUjCWcgfKiAYAUdBVrYl6EUuo29qvl2dpJOQMfIMCsyeLWtVG2adLOHtHEck/U1uLbpHg5HHrSPMoJ2cmkHMYtv4bs7dlLoZH/iZuavs0NuuEUbvUdakkaSQEDIzUaQpFy/LUkrBzNlCUyyur7MKp64p9WZt8wKqNoqnGQQVDA7Tg4rw83oXtUIkh9HcUe9FeG+4jD8UDOmwn0mBP5Gs+0IwDWt4iQtpJPoyn9f/AK9ZcCfKmOle9lz/AHVjvw/wl3buXAzmo0GTjPIqVlIQsDUZUKN38XpXoHQtSRF4wTg1MFwPl5qqrHdyetWEDbTzx6UmgKV0hzyOKwQ5h1m0fbgLMvPtXS3K7kzXMarH5e1w33Tms6ivFoqSvCx6LRTIXEkKOOjKDT6+WmrOx4zCiiikIKKKKACiiigAooooAKbJ/qn/AN0/yp1Nk/1T/wC6f5UIB1FFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABSHpzS1W1C4Frp9xMSBtjNVBXkkNK7SOSuHF5rl1OTwH2L9BxVwAKMVm6dGfLVmOWbk/XvWoUO0mvp6UOSKR60VZWKNwxwcZ4pfDFis+tPdzRiVbVdyoehc9P60y5B7E+9QXOojw/o1jesxX7RqaIQO6hWz/6EK66a1IrOyO7v7GS7hMkCjz1bcydpKz7byGdXjka2mBw3H8619N1C21CPzLaQFkPzc8rV+TTrW4VpJYkJ6nA610M867MPUI5B5ZZlcA7g4/ka0LW3SCN5I18tdu5yT1zTtSlsNL0ee8lhzDEpIUc7jjgVxnhWXxXrVx/aOsullpcRKrEV2iZD0wO5GOtQUmdkm04IbvkCraRkj7pJqC3uNPeUeUd7AYy4/LFagUYGMj6VSJbKMk/kDlGP+6M1Et68vCxMP94YrTPB7/nSNg9qLBzFNBK3PCH1B5p1w06W5fdnaRn6VOUH0NQ3ME0ttJHGQWdSBmlYdy4GP3hyCaUyH/8AXVeAuLeNZMeYqgHHepM0Bdjt9Qh1DsD1PrUlROqeaCaQai5z349KeOBwKQMnpTGZmOBTENflsVGdoOE5NS7ADlzik3qCfKXJ9aYCCNyuTwKjcxodqjfJ6CpQrP8Affj0FOCCMYjAX1NAFNrSS5/4+H2KP+WaH+tEtjEYsxDyyg6AZq6ir7k+9KMq2QSp9RSlTU4ckthGQsJkj82JllQcFlPT61GOMZGPY1ek0uE3Qurcm3uxnDK2Ff8A3h0NZMuv27TyWd7avHfx/KwHO4f3gfSvGxGVws3S3Fy3IdYjMmlTKPvLg/rWJbuAiHqT1rpbhC9vImMgxnH5Vy9mVIK45XjHrWWATjeEtzswz0aLxOBuznPQCjGW3deORTk/1fTB96VgccdTXqS0OvYhC/OTVpc8YqBFAJ5zUwOKi4yK5ztwK5zVRiJhjINdJP0PNYGp/NEQaT1K6HXaPJ52i2cnrCDV2snw05fw/aey4/Ktavl6ytUZ49RWdgooorMgKKKKACiiigAooooAKbJ/qn/3T/KnU2T/AFT/AO6f5UIB1FFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWD4ruNmnJbj70z4/Adf6VvZ7egNcl4im87WooAciGPJ+p//VXXgqfPVsbUY3mMs4gsa5+tXeDxUFsPk59quIoA6V9Gken0KFwu1W4zWB4shNxrOhaQvK2kRnlX/aJrrFhWS6UscRITIx/2RzXP6Np914r8S6jdW52EMu+UjhAOgFbQTOerJdS1LY6hYyR32mOwnQZCf3uORivRNHnurvSraa9gNvPImXiPUU+DT49Otld2Dz9Gkpb7UYNKgM1zKqE42Z/5aHsB/Kt1pucUndltoo1IU4G44wfWmXdnb3cimePzGXpk9KwtW/4SiWzF7YJbRvCd4s2O55gOoJOMHHSqGk+MbnV7U3Wmxw3jrnz7YNsmQjjoetFkJI6aezhaPCoFK9CFxirEBOznpjGa5kePLCJlTUtPvrCQnG2SE8/iK1bTxRoV3hYtRiVj2c7TRdIOVs1DzSVJHJDMuYpEceqEEUMn59+MU00JqxEelRXlz9g0+a6PLIvyD1btU5XAP51j6u0l5qNrp8RHynzZD6Y6CkxxRPoks8+hWktyMTuuZPZu4q/VTSy/2NlkwWErZx9atmkhsM1FIVVleQ4BOKkHSkdFlAVgCBQIb50Z+4M03fK/AGwVMdqQsVQDAoR90anGOOlMCIQKT8xLH3qTAxgsPwpcj0oyPSgBAADxzTjg0lJTEByvQU3J6mnE8VE7tjG2mArMAck1Sksre9uzI6KZVG1XA/nVkxk8sKj2mJg4OMGk/QpaGepP2d0YZlhYnHqtchbzL9ruEThfMOfbPOK7nVISHF7AOcYdPWuFuo1t9Xn2DCy4cVyTpxUuZdTqw+5pRZYMamz8uTVW3Y4J7Zqyc9c8HtUN6nUNVCGPpUh6dKACBil25pDIZj8uKw9TH7k8jNblwMJx1rB1H7poLjsb/hOQvoEWRja5X9a26wPB7Z0Uj0mat+vmMSv3sjx6vxsKKKKxMwooooAKKKKACiiigApsn+qf/dP8qdTZP9U/+6f5UIB1FFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAB9fUVwjO11q13PnrIQPw4rtL2UQWFxKTjZGx/HHFcVpyFkDE/e+b869bLIauZ2YSOvMasJIVQF69auAHGAefWoY+xHAqVsLGTnj2r2Y6s7X5gNPvL+1kt7JtslwwiMh6Rxg5ZvrgV2ekaPaaLp0dnZR7UB3O2OXb+8faq2lRw2WlLPcSLDEq7ndzgVzGrfEyETPaeH4Ddyg7TOw+XP8AsjvXVGyR5k3KctDqtaubeyt4nvZRHBI/ll84GT0xVafS7e5W2eZ/MjR1MZYjkg5Bry7xFfX8m2PVLlrrVJhlIT/q7ZT3IHf0pvhqLWNT1/SdPe/uHtraTzXBPRQcmle7KdNxV2e4JlSCxy3c/wBa8F8YaBqml+N76WyuJLeGRvOh8rjr9PpXvbMGPHbg1ia3psN5cWsjqCQCufanLYzg0nqeb6d4s8QR26xXqxXoAxmdAT+dXTremXQ2ajocOT3jGK6c+H4GYgIMGmP4Xt2U8c1nqb80DBtv7DYqbO9urFz02y7lB/GtSO+8SWalrW6tdSiXna7bXI9OM1Bc+DBglRn0BrJbw5e2L70kmVh3Ryv8qLtDtFnX6X4ve5l8jUNLmsZtpZWflCR2z61b0SGSdptQnGJJ2ygPZO1cXpdne3usxQyzTPGPmYMxOfevSYoxEixrwqjgVak2ZyilsQ2S7ftC/wDTTNTmmRqUlmOOC2aeTVoyYlIXwMUv1prAY4OTQwJRyn4UwbM8nJp67ggHeoljHmHnFAEny0HHakK85zRQISgcil4pAwoANuaa46YpxbFAAIoAhZiASDUQPmS7MdRUkg2ocU2Ff3m6ncAjO6FoSeUridfh8nU7dwMKciuxmJjuQ/8AC3WuY8UAYhburVjUidFF2kVINpTFWxxjHSqNtk9Kuk/KK5jvZLnIzTsAVGM4GOlSdKBoq3BxxWHfglGHety4P3uO1YWoPgvjpikUjW8GMTpU6ekxrpK5rwX82lTN6zGulr5vF/xZHj1fjYUUUVzszCiiigAooooAKKKKACmyf6p/90/yp1Nk/wBU/wDun+VCAdRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBieKpjFozIvWVlX9c/0rGsgAigdAMVb8Wy7riytgeOXI/T+tV7WPPAr38BHlorzPRwytA0I1yBitGytBct5kx8uBeWPYAVQQ7QPaui0+JZLdlZQ0ZBBU9zivTpIeIqWSSON8Y6jJrtuLeyDrYRuIoQOkjH+fesTVr+38HWcNrYQxz61cJlMjIgXu31rd8XaylprOm6RYRqt1MflZRgQju31xXOaFpQ1vxXdXEwZoEIVM99uefzzWvUwWiOk8M+HEnskvr3MtzONzu/JYnvXW6LpMdjJPLGBvfCFsc4qa0gWO2SEFVWMEfQVH4c1FNT0yW8i4hM8iJ7hWK5/HFVFGcpM2YQQ3LHFNveIlb0anx/dHrUd3k2j+1NmRAje/TipQcmqsTZAqwppFdCUDIwaR4UkBDKDmkDU8NzTBMp29pHb6jvQDJTBxV/nkCoFOb3/gNTnIPFMTbuIyBmJ3EZ7UpiGPvmijNCEIsaLz8xPvUgIH8IqOlzTsAu7nrTJMghhzmlHvQ3KmgBBnFBJoU/KKQ0hhg03HNOwfWlxSAYR8wqQCkQZJp54pgQXA/dH3pkI+UVNMC6Y9KjQgACgCO6TemPTkVyPiI7rcZ+8GrsXrj/ABghiWB1+655qamxpSfvIz7RiAPpV9Tkc1nWx+UVcRugrjPTLQz2NLmmDilb7uaAK9wxCkEc1gXrExt61t3BIUu3WsG/bqfWgrodB4OAXRWIH/LVq6GsHweP+JAp9ZGrer5nFO9WR49T42FFFFYMzCiiigAooooAKKKKACmyf6p/90/yp1Nk/wBU/wDun+VCAdRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRSZ70dh2OK1l/tPiaUA8RIqj696uWybVDVl27m5v7m56iSQkH0rbiXCYr6ihHlpqPY9WmuWFi1axGe5WMfU10cIFvYM46qpb8aydHgLmWbp/CDWpffJaRxg8MwB9wK7YKyuclZ80rHnd9p7XPiuS9OWk8sQwD/aI5P5ZrqtO0ldKSLaByNrHHeqvg6Nr/AO2ajdKDM07ImOiID2rqpoAybT2ORVRWtyJy6Gbfym3s7qQZKeS2T6cVB4BRYvA+nRg7sqxLepyc1furcS2s8DfdljZDj3FVvBlidL8NW1gW3eSzDPtk1S+Ih/CdEBjFNky9tMvfGafnOaVRlHHtVNEGdF92plqvGCuB2yasp0qUinsOFPAzSLTh1qgRFHzeOfSrB61Ttsm8nB9aukYJpCYlJS0lNCCiik70wFoxmlxxSA/zoAYMgkelOUZFNfiQmnAUhigUpHFJSGkAsf3qc3WkSlPWgBp6VWOVcVaNQSj5gaYBJwgNc74ut/N0MuB80bg10kn+rrI11C+h3AHZMmpktLFw+K5xlq2VStDAGKzLH5okwa04+TtPauM9QnXnGKVyeBQnPHelkIHJ7DigCncN1U1z9+2I3PpW7csSvTrXPag2FfHNBXQ6/wAKAf8ACOW7AYzlv1rZNZPhlSvh2zB7pWtXy+J/iSZ40371wooorIgKKKKACiiigAooooAKbJ/qn/3T/KnU2T/VP/un+VCAdRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABVTVJ/sulXU2cMkbbfrjirdYPimfZYRW45M0gH4Dn+la4ePNUSNKavNIw9KgIgA6cZNbSDEbcduKo2abEGOlacK7pokH8TV9VFWZ6ktIm/p8Qis0U9SNxpupyhWz2iiMn44q3GFDFQOAQBWdfHzI7pj0YlK6Xojzr3lcr+B7cweGICw+Znd/zNdBJ61V0SLydJgQDAAOKtSgsuKpESepBKMQkjrUejsTC6nqHOfzqxMMRge1VNJb/SrlPYEUX1Doa3TipEHFRHJOfWpVIAqiSkybXYfjT0HFFz8k+c8EUqHOKloroPFL0owM0uMsPSgCrCdt9MO/FXPX61SA/wCJm4/vKKu9qaCQUUlFMkDR1pDSqOKQCn7tM7inmmGgBJuoPvThSOMoPY0IcigY6kNLSGkA5OKG5NAHFHSgQdqik5qXtUbdaYxp5Ss3VTnSbpfVDWgCdrZ6Cs28kD2ky+qsKGVE4LS33Qxn04NbES5wQawNIcmLHo7D9a34AeOcVxNWdj1I7IsjrmmycgnNLg+lRyMBFnqehpDM+6fcQKwdQbELkelbtyRtz3rnNSZkjfPSkU9j0DQBjw/Y/wDXJa0apaRGYtHs0P8ADCPzq7Xy9bWcjxZvUKKKKzEFFFFAgooooAKKKKACmyf6p/8AdP8AKnU2T/VP/un+VCAdRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAwrk9cnNxrawDkQJ+p5rqncIhdjgAZNcVas11dzXTDmVyfwzxXo5bT5pcx04WN5NmpbxgALWhpS7r9mPIjWqUY2hW/KtbRkH2aeb++2Pwr6Cmrs6q0rRNdDiBnxyFOPesu8wkAiJ+YLub61qR/Ja/N2X+tYM8xlFxM3QnA+lbyOGJv6Uf+JVBz1XOasbc96r2i+Rp1vGeyDOKsLkjNUtiHuRzjdwOTWXYsY9bKk/fUj8RXL/EDx/deHb+DSNIWE30ib3kmXcB6AD1rnfCPj+7l1nTLTVrbE13dBGY8bSxwDj0zSZSTsezqc9iMetSL1xTNhUnnODjNPWrIIb1AY1buDUY+7x6VZlXfC49qpwvmMfXFIpE6mnimLTuwpMCqx26lGfVTVwfdX2FULggX8B9ciryniiIpDsUlLTSaoQdTSjimg80/FJAITTDTzUbdKAJBypHrTE4GPelQ8Ui9SPegB9JilooGKDQaKKYhM1Gw5p+eaa3BzQBG52xN7ishwWtX/wB1jWuw3KRWZMCsIAHVGFJlo850c8P7SMP1roU4IrndHBWe4Ruolb+ddHEN23PpXJP4j047InDkrx1psuIwQBnPJpykKvHWo5x8uQahlozJ2zuJP4Vz+qEvGT6jpW7dHHy4/GsO6HmTxRDPzSKP1pS0iOppE9Mtxttol9FFSUiDCqPQUtfKzd5NniS3CiiioQgooopgFFFFABRRRQAU2T/VP/un+VOpsn+qf/dP8qEA6iiigAooooAKKKKACiiigAooooAKMZoopAZuvXHkaVIB96YiMfjWNYQBFAxVrW5PO1GC1J+WNdzfXoKfEgVOPzr6HAU+Wnfuejh48sb9xJzstznjAPNb2nRbdHt9o+8uTXMahIRAVB9B+tdjZr5drDCeyj+VenTFinZWC8ytp5YPzEVgr1WHruf861tRZkLYOWxhRWfaQ5uoFP3t2TWjOZLQ6V4/lHoBj9KbBL5bbWHWph82RUTICQR1FX0M+p5t4n0GJvEr39yu8ecHibHKEKB+IrltXm02TxrbOqqLqEqSQcAt1Uj8a9d1jSf7ShIjm8qbBGTXHaf8PLTR719UupWvLzOQzdFrFKXNqbqScbHqLHPzdN3OPSmioLOTzbOFz1KjP1qeugwZIMAVngbZ3XHA5q/2qncDZcZ/vUmCHA08Hj8aZ3pwpAUdQ+WSJx2atLtWdqQ/chvRhV+M5iU+oojuEth1IaWkNUIQdadmkFLQAHpUZqQ9KjagBV9KXo1NTrTnGRQA6lApiHsaeDQAGjtS0UAMxzTW6U80xulADKqTR4iYHtk1bqObBGD3FJD6Hl8CeXrl6g4AlyB9a3YmyOOcVjzgL4pvVHqDWovAXb+NctT4j1KbvBFsLzkciorg81KhytV5xjJPSs2aLczLsck1igl9aslHTz0B/wC+q1rk7ietZmmobnxNYx+j+Yfw5qKztCTJrO0Gel0UUV8q9zxwooooEFFFFABRRRQAUUUUAFNk/wBU/wDun+VOpsn+qf8A3T/KhAOooooAKKKKACiiigAooooAKKKKBhSE4BJ7Up6GqeqXH2bTpnBwxGF+tXTTlJIcVdmHHm61Ce4z96TC/QcCtEgRoRVLToiqKOpHNW7kjaR0NfUU48sEj1YrlikZVyTJcwR54aQCu6iA347qBXBKpl1qyjHQyZxXfwYLu3pxXXT2OXE7lS9YJ50zduBVbTEL3gb+6vNN1R2k2Qr/ABSD8ak0RzJc3JA4QDJ9Ce1VbUxvZG4nAPvSMp6jtSbqkVsirMupWkX+L0qjc/dbPetN16j1rOuV5GallIs6PIr6fsQ5MblWrQ7Vh+GmHm6tEDjbMGA+vWtw96pCaHL0qC8XcA3901OtJIu6JxQCKynIpwPNMToPbrTh96kBV1Dm1erdsc2sX+6Kq3gzA/0qexbdaR/SiO4FikPWl7UlUIKWkpaACoz3qSmNQA1etSH7tRVN1FAEW4g8VKpyaibg05PvUASnrRSmkFMBjdaYzYpzHk1Xd/mx1oAlzmmOoZfxp3Rc0ifMKko8zvV2+L772ArUgHGe1UdTjx4svD0JAz71ciP3a5anxHpUfgLgwFyPSqtwTwD0q2OVxiqdyeOe1ZmkdWZF0wAP1qHwzGJfFIbP+rjY/mMU+8xhsdc0/wAGfNr14xHSHA/OsMV7tBsyxDtA7qiiivmTygooooAKKKKACiiigAooooAKbJ/qn/3T/KnU2T/VP/un+VCAdRXx1RX0f+r/AP08/D/gk859i0dBnHFfHVFD4fv/AMvPw/4IKR9i9+QcA4JoHQE4weOvevjqij+wP+nn/kv/AARcx9i5wOew9aDx1r46oo/1f/6efh/wQ5j7GCnjI74/GkHPTrXx1RT/ANX1/wA/Pw/4I+Y+xCR1zx6+lYfiCXe9tbZI5MjDHavleitKGRqlPm57/L/glQq8rvY+rrNQsQH8Qxn3z0qvfE7Tg9K+WaK9L6p0udX13+7+P/APpbSis3iS0IIygZiCetd3DiO3dj1Yk818XUVpGhyq1zGpiOd3sfWdzJ5l6BjhRuBJ6VpaDbpb2csmTmWUu3t+NfHVFP2PmZup5H21064zUig9fbNfENfXHw1t9QT4eaTNfX9vdB7eNrcwpjy4tihYyccsMMD7iiVOyuJTOgOWYkHOKzpbmKZmMThghIfH8OK5vxx4hlh1iDw9p90ILh1Ekp6Eg9AD0zX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"path": "030269.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.
030270
Women Tops & Tunics
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/rWi7korTkiXj3Az2GM0xGi8SzyoWRX29OenvUvk+WoHB+pzVcT2w5hkjLntu7euKU6haupC3UII4PzAn8s0MZK0pU4WkEeGLI20n2rIGr2rymNJ0LexzVgX8canfuz9DUspOxc8jyzuXLEnJ3nOP8KJo/M4YlFPpUSXkbKCW6jNKblCSDnCjcT/h60rFXHiELHiNRhOMHn8aQwCUksD+BIx+VI0qm3ZtrH2Ix/OoReiJGdYleQdCWJqSieOJ1yrMSOgB649M02VyjBRkgYzgUXE8qxKYAS5JJA5H0qOKRnT58hu+DgU7AmMnuY1VmMq7vrwtZV1dyXcqpDAQM/Kz9/8AAVozWp5f7wp9tbIysXJJxnjipLjyleKMLCFb5nHXFWYp5EdgyZIwTz0FTIpUlVbABBpksTGQ75V3Dr9KRQofzAXxsJ6lsdfoKdBE4kIZuFIICmnRSxkKFJ2YxuPNXGUyb8AkMOgANF0QyFJYzkB/m7ikabEqyffIGOKmg0y7lYkpFGD0BPNXl8PySQYMkS5/2utYzxNKG8kCd9jBluMg7gwJ9azJUgd2kYJuY5yOv4mu4j8KwPIA0mXyfupj8s1YbwXYI6owaSRuoOMfe69Ky+uUp/CyrtHCQyFgThH+h4FPBZpF6Ko65NelR+DNMwFOAo7bjTG8L6QPMCxoXTswJH86qVeKVxKpd2PPpkMkZAcoPUdKzJDaq2JZiW9hn+Qr05fDekzRbns7ZhtJ2sueBWPqaadYWyrHZ20XmnaWSEcD1rD67G9rD1OOFxbiNo8l8HBIU5NRrfW5YLvO/wDu45rf36SAzCEHOOFB4+tKLrTuqWiZ9StdMaqauJzsZMRvbmQJBbAHvlhgVrx2piiVnbzZSMnYOFNQHVyhdYvlwdo47VAL4opIalOTa90zcnJlpIlClgwCj86mjUDrx9ayf7SVZA3f14pyakxkyE3H2Oaw5ZAzVlCQxl3fA96WOUMuRyPWsea9kuHihdQo3bmyD0FX418hmKklD0FRK63BIvA7lyhwfSq9wzeU24cAZzSxhJOpIz6VV1BpFtpP3i8DFXSd2S0UzL+7TbhyQBgGoz569GUD3qYRQ7V52yAYI9KhJCo2JCOe1dqOpIcEMcfmnLH61BBOJLweYibT7A1DJcTkbcMV9hS26sknocZ+7j9adx2L0jhizAsqAbceppouIlUK7srenrUEt+hZo4kYBeDnjNWLSG1G6RMEnnIPP5U7kuNxJI4pFEiZDDoR39jVT7X5bFZDtY9K0JYkLhlmJU84FV7iAPkNF8pycZyaq5k1ZiQOo+bPFW4bkFsBc/So4LdIof3m0KOgYjionkDDMTpjuAcZ/nQCLyzMDzzTZTsbCgr9RVeKTzF3AFSKkbcepz/Ok0URNboxUuzs3ONrEDrUZ8tRuKZ2ZIGMk4p907xsozj5eqnk1RvpnXMZcJiMuzc4OMYH50Ihsgub5PJC4wW9TiqZmVk8qFfmY5ZyMZ+pqG2ha7kaSUkBgDtHQVryW6xqhj6qOaYEVo3lhAWTcOu7nNavmYYNwAR0J6VnrCv3mjRnIyHK5qSKNZHBZm3D7xoHuVbnTLOWZXkSFHGcqgwPz6/yqs8Oq28qtZ3jrGThY5mzWv8AY3WLzPlV/wC93/lTYxcXByqxSS936CraM+Zla01i8imb+07dkQDiWL5lHuQOR3rYiu4JovMgmjuGxk+W2ePeqMkS8QCRzn/WBflJPp61U8qK0kRrSTyJB/CvU+3vU2YKS6nRxEllZlwKcGVJGCxnJ9Bx+dUNMuf3LiQlm7sTkH9OK13ZZYx84APQmi5aRWCLIpZj8y84zgH8KhjizctMG8tT0VgMZ9varSQh5gFPA+bPqM06aHyy+0du9VcTQmzHzSqjMBjGMflVeWSd5C5jCgttBHVqcWiiRWzux/Fzge1SBopvL3cknKrzjPNHMkQ4NlQ2MbSJJLCAyH5XTlh7fSlk8q0Xy97op/iGCauTSxqnmBcFTsJUd6ypibuZ443y5+YAH+dHMhcjRYSF52BM0To4yUkTLY9etVrnR9KVmd7SJWYYztGPoMcg+3NN+y3Dl8TBQxySVLD9TSyajC7/AOk+WXVzGNrEdOOB2/OmKxRHh/SmZjb28ysTn5HZP5GrEWimeEBLm7gYDB/eEnH41bW5EShWgkQH+8Cc/iMio476CG3ZmaOIsx78j8//AK1Fws+hU/sJrX5v7Uu2BPAGGGPTpVr+zZ0iBjvX29t6g/rTBqULMMTPceighs1NHqihcNFMuP7y8fhxSuVZ9So1jqgfedQhIxhfNjxj1AqSGKaGXdNKkqr2IIJP1qePUTdM8aSYVmyRwSKUQvMduD7nGalu5cU7aj0ldm/eRfKf40YEfjnGKRT5kuPtccP+yh+YfnUv2RogojTB+vWnoixOqyoGKjHyjOB+NBViWOMLCoVzIMEb26mmQhU3HIdhxtFNuViGG+VATkZzzSFB5P7plJ75yAf61LGiV5fl2shQdsKaZm3VlPmtwf4iQKsDzXQMhAXsDnirVravEDJdHceFiU8f8CNc9atGkryL16ENpZAyLdSFyoyQCe/vWpFeJAw3KOemapTz5HPOOlVDIX+92rwMRjpTdovQ0jSUldm4tyJd+0A5xjH1qx5rDpWHFIy4Aq957lSfT3ry6snLc1p0oply2v2ivYwwLZYdKkudReCcMuWPKMCxBHNZJmwQQpBHINajKtxErsGIZlcevOQcfiK7cHNrRbiqQSNWK4+0QIolHmdCfT1qM58xJI5YwEX5w3JJ+lFvZ2s/lzKSNo+6vynPqcU1baDzHMTRCQcMQct+Ne5Ftw1OB6SuQRvvhkPQbWAABAABzXJ+MbiSGytnjUE57119vG6hgZgx5BAycZB4rkPFkf8AoMHP/LXFcM9JpnZRV0czafbJ5SZXBjzkhR09q0lCMjZXa38J7VLpsIA+XHrn+tW7qx8sNNGW8v8AiUHpXXhsVFvlY6lJIzGhlII8x1/3RVUxS7SRIzYYgnPOKvy5ZcxyYzxzmoVBiwrKwI7jv716SRhdXsRfZ7PyVhmiR1I3ZYZP1z61FaIsEvOWjfhWGRj8qvkRRKWkdUX1YgVIqw7Qcg5GeKY4jjseMLwVHI9venW7NCqxHjPUVDFNydxBPYA1KzBvk+XnofT6VlOKkVKN9VuWYXMOGH3D1X0qrq2GgUKcnrililKnbISG9fWlu/MaCV4lzlSMeprnjFxkc8kV4xM4yDG3GeV5/PNIcu2UEeD1bqM1HZB1gR5o/Kdxlfp6Vc42kfLz6V0qR0wakiGW481WSW2+cYwyMD/9enTOo2/KysBjpTRBGYyuAx7t3qlKqksm+UY4zmqTHsWIYrd4njC7hn5vX60+1tRbxsAy7T1O/JP4dqis0hZmjMsrMpx83Hv1qwYxGpGTtP3iaonmHpbCNfkjJPZnoS2ZV3O5LHpt4A/xpFuAQFSVSBxjnn8aa8zE4Bpk2uPaKFyTMu8DoWIIJ+lQ3BBKoIcqD1YhcflTGikmQBi4B7HrULwjJDllK/3SR+oppktFpCMYUkqO/FALGXIyQemDjioN2RlAemD1qyZViiT5Tkj72OaYhssm4n5V6555rNv4HYSlhhTgD3HFaEiMqll+/wAsT71Um+0SjbKVI9AMY9aCStHEEHHetCEB0ztO7tRFGFYBlJ+gqzHFhtyj6igCDyndSMbf97g1KkAGCFBI6kcZpcyCReGB5yGpOWfaxYnGcigpMjije+baEUkcAEevrWxFDHCpUR7QuV3AYOfYVzwijaaOQ3E8JYcr5gG456Y64q9eWjyWhVJJUMnXD/Kc9f8AGodSxqqCQrWUcjurzDp8gEZ578nv9KjfR496MYIowgx8qgVz2qW1xpUUMkeo3GQ4Cq7ZPHp9D+FaGia5fzIbeaRZlySGY4Ipe1tuL2KZsW8X2RngKCRW4UqoGPqOmPerBntrW3ckBcjBYoeaa0e8LtJQ45YrnP41KIYcHz5FIPDEnNPnT2D2bg9SGynguyDBOCijoDjFS+ZB8qgFiSSSB7VWl0qyeL5ERM5O5Pk/UVzcultcz5s9UljB+4JJM5PfAPXtSuyvd6o6XaN2xGbBGRu4x+NRMsAUlblEYdQrf16Vzj2usF/LmuJFQ9JoVzn6jNUr19QtHjhlkWVDx57xkbQe5x6VLcikoG/eamqOsdu4mwMSMVwPfkd/wq2uoW1r/AwDEAsCWH4f/qrGt9HlkhO29kZM5JVQF+oLZ496vW2mWkNvsm8mYAclm39f/wBVRzMvk7o2TcRzwApsfPVutQMZY13MYwAu78Krm3tYlVFicEnGIwVA/GhLSa3YY1LzI2PELBWB9uBmrjORDpx6oniuRfqSocxk43Y6/SiSztmwyu2R9xgScGnebeM436f5ceCHKv8ANn29quJeRxwLFsaMkZAl6n5fXvWim+pj7NFKPS4pl3FFb32gVJHpTR/KhBXONrHkVJ5rAsogYKxOCr9vXrUbzqw275h82DvORmqU0Q6bHGwiKktGJMe3SrDKirhEC7hk4pkLxxxZJXlcDb8x/wDrVE87STpGvJXLMrcD/PNNyQcrRFMxaRQ3mIDjIUHJ/wAPwrQVRFGSqxqR1yOKh85TECyxiQkLkNyaTzHKFVQvxxkcUDGkqf8AWFT6baZBNFLIIxJjyuSFP6U9oZDFjYm4tjGK1tM0yLTrbLtum6k9Rn2965cRiY0VdgtXYdaQi1jV3BLtwARjA9frxUUkhYksck1LcSb2IU49aqNwK+YxOKlWk7nRCNtyMjJNVnbaSQelSs2KqSnrWMEbxNC2YNGH9Dg1oLItYumuSJEP1rSty8ucelRVjYuK1J1HmMxPC5wa1YWC6euDkDIJ/wCBA1lrE47VesGJidCQT5gIxz1BGK0wkrTsZ11dGtYKNxYDljuJ7EetLBaCJSuwCQKQzZw3Xqagt5B5AZ1KjKlsc5919vapg6y4y2x88c8N6Z9mr6OnrE82S1IVi2XTt6oGI9TnB4rmfFUBMTBTwknSus82BiXDmN07HIznj8RWN4hg8+GXb8xdMqPQiuKvGzudOHlpY5jTUPB9Bit1QFbI9MfWsXSvmOK3hFjv+leXObjK6Op6qxmXukhnd7UAN18vOAfpWJKfMk8pkPuDwR/9eutKZ6jH0qrd6dFdcyKGPZhww/GvTwuZ2XLM5p07bGHsXySGG4d93NZcNxc26AS2jED/AJaDLAflXSz6I8cZZLrZs/57DAX8RVC7stR075bq0Yx9pI23IfxFezCrCaumZXsV476J494AVh2xgimec2SRjH1o+2wbgjL343CpyqOnAGPUdqtK5pGoDXMYjVJQV/utjvUsE2GeJuQ2Me9U5bbMZ2SBj6EY/lTFDDO8MPTLZ5qZQJklI31tFuoXODuB7DOazpY2tJCG5UnAYf560tpeyxkB5GDe/etN3ivEKthXP5NWKly6MyjeLMpJFYEBNv1pHgVzlqsNaPEflQvknkCoZGKbcowJOMVqmnsdHMmUWtRbsGjZsnuBUwaSVgGdiScZwDUgikn+Y/KB0XqKd5QaMO3+rBzWiRDZC6qjkIoBf+IdPrQm4YyOasbQfughfeo3zDyOc9O+Koi4iSbm+UkAdfTNSeVuyW/CgsJVzwBSbiqNgn2JpFbkRj2MeR+dI5OFMQchTnrQsTsOelRyIyMFA470xWL+7zIwPkxVdwFY4H0PpTS7lAG+SMfebpgVE88WPlcbDwr9vw9aGFhjysfun5exHc+1LBMQoZtzeuDz+VRsJJNuycbQc8rimyXcUUB3PIWH3sNighqxo7w0RIPPQD3qs1zFEu13Bf8A2eS3bA7VHmS8KSKH8kj+M4B460gjkjYEbE/3ULE0xbjE0hROJEmEnrFJkcfQ8io4rZtOvhcRQOYwhXAfr+f0r2q6+HunSofsskkL9twDqP8AP1rnb74f6pGjeWsU6nsrkfzrjnRqpXsehTxeHqdbHms1lZanPvkllSYcBCchR6nNH9gmGdZI7nOTghSFrr38L6nnZ/Z1wzD/AKZH+dWZPCGrNbqfsc6gHJ6E/l1qYura3KW3Sb+JHEPfXljdBZ5XUbQ0cpJC/RscDnvVpdaupc+aqhFODgf/AFq3bzwzqMnyGynXIx/qen1xXPyaXqFlOVjVsDsFyP1pOUuxcYwezuSzO0qEojEMMMmevfrxikN4gUmSAJKOoDcD8qrz2+osoEdvIjf3srg/n/8AWrMuUlggJF68Mn92WEKP6/pSU23uW6cUbLXcchBjjjO0c9yagnmglUrNbqhK4OISP6YrGiDXC/vtXy39xPk59MjH86fNp9mMhtQvQVGcZY1or9WZ+6uhfa8ktYgAI5IEB4kbt6D/APVWhZs93HFKfMjQ/Mig8n/EVi2Vtpkl2ioZpCSQBNwD+mP610scNtjdIqhgCcdSP8+lSUpXHfaWSVmnnYKDjG0c/rSwapZpcypAUaQgELu2nj8KgMVl1SNSvq2Sf1qGa0s5bdo/IhVsHayR7efr61SkQ4XNVr4qNj8Z6jNNa7s2wxnVi3RdwNYtnptqkAiuiCUJ5Zicg9P61ft4I4yREsQhB4BJJP8An3qudoXskySKCwmmZ41UvyGOeD65FXl7gGLb6bMf1rOlumRdrzQI/dQu7+Rpd+UDNOCcZIUkYpqZEqRddpxyittP90cY/EVQj819RT7kcYGGXYST9PSqX2+4muDDGFZycR72OMDufzrXtIHggO8vLK/LP2+gq1MzcGtxyfZ3YhZFZuw7lqsWyTLLhFy56c1JBZvdXIhhQtIB8pA6CtJNPe0gLlt395j1Y1z4jGRoLzMpIigjW2jYsC8mMZA6VC90zcA0O+ctVViT0r5qtiJ1pNs0pwSRLu71C75U0mWIIpNprFI0I2OQW71WkVsE461ZPKlR1PStew00RR+fMg8wjgen/wBetFJRWpaMW3tzbSozjBcfp2roLK3C24Yjk1SubYyuzY+la9rgpGAOAorCvVvG5aEMeI+ep60lllZJhGOqZw3sassudwptrHic+6N/KlhJ++iaiui3bb4kEeWwXYj1xnqPbmnLgssM6Zl3DY2Cqkdjn1otLcTJN5jHAUBSOGGR6/hU8fmQxymZCdnRxzn8PWvrKfwJnmT3Kxt2eKRXO4EDcuPmJHQZ9Kili86yDEfPG3zL6diKf/bcayeXscKf+enBzU+mQpNHK6x4BYhlBz+Iz2rlrNTdka0nbU4uK2NnfvABlScj6elbarml1PTCGAA+6S0LevP3afHgxbjkHoR6V49eLi2dSldXREyYqPaXbanPr7VZWJp2fA+U9aiuL23slKIQ0neueItx0Rit4ZYri1jmibG8E4LY5qtNfPdSMwXZGhxGoOcADAFU3nedtzc4qzDGQDnvXR9ZnFWRHs1q2ILSK5UiS3iYj+IjJ/Sqk3h2FSXgkmi9txcfrWrwBkDFV2dpWbngVdPH1Y63GqcWYjaHKjblkSUhs43MmfwqF7C+DYEJ465cda3/ACQVIFPWNR2rshm8krNC9kc4dNuiP3hRB6io47h4pRHI3zKMK2K6J4AxLE1kXFn9ouFiQfMx4PpS/tCVR3Y/YM2NJdppGLxjdH1wetSahpPnA3CId5H3D3x6VY0yyVIFiyWjQYY5yWPpWtKkssDKq/NkBmzjaOw+vWqp16vPdbGM1yuxwUjEj7zJjr601IsqS7swJzjNdZq3hyLUIWkilWS4VdzFf6+1c6kb287QyDEkZwRXuUKvOrdTNu5XcqVwyZ9M1Vly3QNWi6A5LGqMnDYrosDKyGRJMfwevarAYFgB0qPdltu3r6ig42HkA9s1NiovQsjOQKgYM0xUZJxUEUoOxthkI4yc9fp/9ar0Ylkj3Mkq54C8D8fagq41sEEOMZ6e4qjJZ+WC0eGHXBOMD2rRWxE8xLSFR6Ix/U96a1nZqTGI95/2vm/nVWIczJEx3CO2gyAMHacgH37UkY1U5BjRQOiyEFv0FbgiHCmMY7e1KVTbwwwPTkmk1Ym9zJk+2OEDXGz5eQvH6mljj3ID5zMP724E+46VZmUI2R3qKNvkKJlR7UDsfSVFFFdR5wUmB6UtAoATaPSs+80exvQTPbRuT/Fjn8+taNBqXFPRhGTTumcRq3gdGhc2MhVsZCH/ABryq+0p2Mkd2Zlx8pXYcj2wBk19F9OtVbnTbO9GLi3jkx/eUGuWphIvWOh30cwnBcs9UfPP9hW4EK28skY77lx0/LFSS6UpAzOTIehPAr2658IaRcJs+yCP0aM4Irnbr4blSxs77C/wpInT8R/hWEsPUjtqdUMbRlpLQ8wOlfKokkBUHJ2jn8Km/s61AKpCoBGOneu5bwJqMC4KRzH1VgP51z97o1xYMRPblcc8r97396wkqi3R20p0ZaRlc59tB08Es8SqT1IJBNRS6NCkisGijfOQBIc4/Op7jUVtk2XAkX/aZSR+YGKSM2MqmeKZZCT0Vuntx0qOdo2dNFXULB5rElHUuTgMshAH1NTH7DZw7/3TSgAMQcZ9gPT9ahuIofMyoUA927n8aebGCWLJbHoq+v0odS4lTtsUsvPMJMcZxjpj86mEJXrUsVtIrfKpZOwA5/SpprSZE3urDHYAmp5iuQy470WUybcSIwIICk475zXSaILvWrwxW0OZVG7cXOxR/eI9KZoHhe+168AEflWyN88rdR7AdzXp+laLYaVZtZ2LeRjBkYn52+vvWyb5ebocFfEQhotWUF0ttMsv3mzJw0jlvmkP9BUDxpcE+afpVjVGhNwdryzsOu45FU4ZBIxOMFTyp6189j63PNowg7q7Kd9EFBEVqU29WwaygB2rqyzNAzRbWOM7WrEkt2eZjsEZHVR0rgUjROxQWInoKRoyorTW1bsKbJbkLgjNPnKTuRaTZLdTF3+6nbFbrwh4nDVi6PMFO0jGWIroMZjbHpWVaTubRKMdmrfw0QIE35HfirUAOGGcYNRkfOa57totkTEjpTrX5ph/uH+VK65FTWEYMrkjohNdWEXvozqPQQXcFrjG5pmKhhnge9WoXafUUGyRURTtOOC3vVB1UXE8oX5kUKo5OTWitpcLBGRNtC/O/wDtL6V9Thajej2R51RajdViEtmWIJdCCmFByc96isreQiKQXWFlXLjPQ0/zjeTL5F2wIJPPCnGTzWhDGjRt5qFd/J9RnqB7NW0qcZybRKm0rGbGhuIniukPlbsJJjHT+VZ89s0MuJzujzkOO49D6VrXiPcRyIbuNIosZVByAPelmgR7NpA2Pl5JGcjtnPXj0rir4VSuuprTqy26GLcu/wBn2QKRnoQM5rIMal2B5b1NbL2mAht59mRjBbK98f1rFdnFy/mtnpivHnTcHqdcGmrksUR3DirWMUyIELmnH36CsmxtDXchTiolLknA608jJx1qzDEAucdKXNYSiyuFIHPFOC4FPk53e1Cqzfw4HqTile5SRHs3NtHJqWzsN7yeUG8wtl2I6fSpbaAys23hQcFquG4WCKMJnn7v95jnr7D2rqw9KTd3sZ1KjSsibakCqAG2E5XK9v7x/pSlXWIQ+bltw3Y/iGeciqclxLtmEshZiQcdlx/OoVVb/MoO5w24EZVlPpj09q9mhFR2OSep0XmQxMBGmHzk7R39DWHrmlx32+cK0ckeMEd8+3cU221eZEIntiDuwhXBH+8farcd7HPCYRmaeUhWdu59R7VvKsoq60ZCi2cDObq2uTFLCEKdFHpVN71DMUaGQE9AeAPxrutb0iK9iDr8kn3lb0z/AE4rlZlFq4ikjRWx8yjkH3zXVhsRGorX1G9CubWZ5AGYKSM/IucfiafHaRAMNpcMckk8mo11RRxHCjr6ls0jamEVSts2CM4bPH1xXUBdSEhcpGAD24GP0p00LOylXO0jO0Y4/SqseqTzRgm03HqUQ4wPXmhJ5VDFs+2Rik2Uotu5Yjt41Vsb2YH16flSPDGMOF5Bzz1qjFdzK7OFGCecv/hU0sqyJldpb8xU85pGnfcnaYLgsDgjOfakF5Bv2q3PrWdLdgExyK3PUYqnNcy+ZuyxDDGNgoc2V7I15Ht3jJDqF/vg/wAjVEXNnCoVZUz3GRWdIZ7gqqSKuemeM1D9nmPzF+vbFTzsfskfVlFLijFd54txKKXFGKAuLRRRSEFFFFABiiiigBMVXkto5VKyIrj0YA1ZpDRYabWx57428OQQWP8AaFpAEKH94F6YPt06/wA689mvLW3+a4jVEHcJn+QzXv7osqFXAKnqCK4vxB4Ct76N3stscjfejP3W9h6VwYjDOT5onrYLMPZrkqM8v+yadqiebGY5McBo5CGB/Agiqw0pbZWEE0wjJyV3c5+tN1HwxcafdyKhmtZVP8DEVpaBpet6pefZhMmD1mki4H5Y5rz5RadrnsqtTUedmUCrsYGUtIegZCWP5da7Dw74Fe6kjuL+WSO2ReLYPjP+93ArptM0W201FkWCK4uY+JSw+Yj1HoK047mNt5gmTBxmJ1wP0pxnThrJnmYjGyq+7T2JLeOOC3Edotu2MDa3AC+wqK8uhbwu5to2cfxHqaqS3aTyf8eqDaMZBxVWQA7Y88MRu+lcOKx2jUTihSad2OXBUMFAyd/PPNAgQTPIx6kgDFSA+3G3A96Nu1mGAcR9xXhSk5NtnUlZDBbgowiYiTGQG71SIDsSy4I4Y+9W5b2MQxndmRckkcVnSXJlZiW681mMfLtQVWLBulSKgcHD/malS3LdRSvYuKMiNTFdLkE5OOK37VgY3Q8ECo1t0kmBChcNk/hUkiGOZWAwD1qKs09DeOxJEnzsPUVBOjrkirOccinsglTnrWCbRVzKLnuc1f08ExyyEEA4Az9aTyEU1dt122pJIxuzk/Q46V6OBXNMxrOyM8nHnSPuVJH2qR6Z6kU6JFkxHJMzc7QmCMKTVxbhWgWOFwsqkjEkfPPcelW7EQW6zu8pZidxJGSRjmvoKcThkzKlgAnWJMmGEguR1YDj9KvxjEe6EhbZmUKpPJJOCaow3S3U32YZQgtyv8Q64P4VaihUsVaU4J+QZwQ3oK2i2tjOxWvtjRNbsCZ1OEfrkds+tVo7VrizjaSeTy8kMScqEB6fXNWfs5ivJdxLSQsCjeqnrSyzm2QmF54wxwqmIBQeeeaxk3e7ZtHawy0CP5gjU+XvwGYdgD+PeufvofLmjlPALc+1dRAjpaNLKcuUPUYJPasqdInkVCgJHr2rzMVNPRHTSdkyrCDKF2jO44FW3sJICd6iRNuW8s5Iq7YxiCCSZ8YwQi4wAB1OaYskguFVtqo/KnOCFxgc9+9Klh1Ja9QlOxmwrEG4Uk9lcVKzbQSTW3Kgt4POkYPH3yqn+lQPckIrmyIiIG0gAfnWjwHmZ+3MdIJZiVht2Of4u1TLpSfM905C8fKp4A/2q2YrhpUHmDyztHyqeayjHFPc4WeQhOo2gpwelaxwkID9q2tASR/MjNso8nJLOfujHp7+9QefG5eeENuPUlfmP0JrSHlRQLsUEcsoHQA/zqjKuYd8jiJO5KbmrvhRSiYuTe4yPPJK7XHqc0+CJIoy5PPLDjlvT+tOgtWlDfMPKIyc9T9fSnTvFCohVIpCf4cgZ/KrTUVYm92UXuZ5XMWxdxHSM5IHqfamxypbglWGDwzZ6/7K+/vUUskUK7mAZnbHyjhiOw/2VqozPIcs3/Af4R+HpXmYiqk9HqdNOnc1o71rpnZl244UZ6L2qhrejxahaqXQeZG26NyxHzenFMiLDJY5H8qsJekKFbiMe9cdKvOFTmRVSnGxwn26eO6e3kt1i2HGFfn8Binhby42ZkWNc5+clj/Oui1vSo7wG6hyXTlvmIyB249KwWkhWZgXfcepSU/14FfV4euqsLmCSJ/sEx+9dZHog21XubCRQxSVQAMlZMk/nmrMUjOVIupQP7roGH5gf1plxHMyEG6fDEAKIgf51tc2SIgI4oVR0DsR949zU2IlTesZz7ZP8qzHtr8zHN4vljIcMg5FQjV7mBzE0K852kEbW/lUstGrJCXbcN302HFMaPcuHtmx64BxWXJr99E6o1tGm44B6g/rThrN1L8siRhO5AqLlojubuOOc2kB3TEA7s42j8alSGdosSEZP8QBBqjBZeddzXzjLMQQO1bEPEY6j6ijcLH09mjNY9l4g0u+m8q1vYZJOybsM30B61pbjXpXPnuUm3Ubqh3e9G73ouHKTZozUW+jfRcOUkzRmmbqN1FwsS5ozUe6jcKLisSUUwGii4WHUU0tiud1fxEtuvlWpDSnjdnOPp61jVrwpK8hxg5OyKni5NPuYjbyKPtPUSKOU/H+lc9p0XkxKqLtRemTzVcyzXU5eVixOeT7VMh2sGr5LG5k6k/c0R6lGnJQ5WaK72lMythz196c8fmuWYAZqmLtlBGcZqSC8TYyt97OQ1ee8RKW5fs7FpEGNoBOPTtVacRxPvWVhIOxFRveEr0Icd0bAqrI7SnLOxP1rGUrlJFma83KgAOQcn3qOS/kZmwPvDHWoMU3YSelSOwMN7Z9aI4GkbHSp47Yv94YqwkZRWJrNyKUSJIggwKlQ/MBTC4VST2qs0zOrKjLGP77HmnGLkWkaMBDF27ZABokG/ch69RSWSNHbLucscZyac3zMTWM1yyNI6DYz8hB6jinqTmmqMBqVTg1BTH1PJtit4/lJXAJHrz0plvGZZlTGQTz9KtGMy3aqcc5Yg/kPx4r2MBT003Zx1anRlZthAuki/0aNucjJJ/wqRWM7yGSQi1VFA9CT6961YdPXEwzujfqjdKbFpyQXDMPuBcBO1fQ0qLSOJzMOUgbbiEEIh2EMADgdSfrmpWWKZrRipCu+UKcKGGeBVzV4k8mb5GKspAKDpjsfaoLOIiG3hFxHNGcEhjgqf8AZNEY2nYaelxJJRKS0UZFySUi3dSM8k/Ss66huEnRbmQkscYyDjmujeIeWccuAQCODg9QD2rNFtas6CMSeaPviXk8fWoxlL3bodOd3Yiu5Ejt1TGMnOc+nFY1ojXN4wBwe/0qzqd2zO7IcL90fSk0aJYoJriUf6zAUjrtHWvE5OaV+x2R0iWZ7hDcpb7X8org7ByoHTI6Y70t+kaRRyBxK4UKgjGckHluKpWm6W8U7hv6R56Z7A+1aEjMtqwEYh4wzuQAMnkLznNd1KLlG66GUiG1ad0kkntTJGVAGOcVZS0YwxxrJ+6yrID94dciobLa9k5nuW8tTgIGwWPp71eWaOGEq8RBRVZvLGQAa9GiouPvGM9zKvkV1knmYiXkIqHLKO2aqW1hcXSoyIIYSOeeM+9asvnR5eBLaQSNgeWcE571ct41khSPATOQyjtjrUqiqknZjU2tjFtra4RXiuE8pY+hPIK/hTYYomcHDlmOPuHA/OtC2ZZ9Tk2FwIUw4kPGc9h3471qlI/LfdwAM5rpjStHcylUdznpnMVvMd8TfwooGeR2PvzVIRmESvKFBAzKUGAM/wAI960d/nRvhIlYnEZ7Me7fhWbe5kk8tHzHHxux95u7GvLxdZQOrD0+Z3ZQkKT+Y5BHQAEYwOwp68ilmHynufWq3mkKQOMjFeLKbm7neoqKsglkGSqfjUCuU6nNOPVjUT5I4q4xRjN30JPtoRgvTNYNzBbw6g+2TYofK444PQg/gK2UgEvLcYrK8VeTp0/mgHzZIgAQOeDj+texltXlk4mSiRTXoVQsBjZ2OBxSBZ0TMsvPYKMYqjpkexvOupd0zcnitCbcCWBr13I2jG5XkVguDnn3rIu7CSRUZZmV1JKluR9DWt5zlQzI3HQMMA/jTWiW5Qb4Tj0Lg01JBKD6HNzTv9rVbhSJVXhByPrWrAinkQYLdSx/wqreWcxBkVPnQlt+eoHUHt37VpWoZo0ZeDjle9TKw6alfUmSEAYKKPzpwTA4xQw+UmowTjKnFTc25R0Sao1x56T+WUPyHcc/X2/nXo+kfEa6tbVItSt0uGVQDPExVjjuwPU/lXnEt9c3E6gZCEZJ5H8hTnMiyBkMZ2nI3uxz+Felc8FxPVJfijZ7sRadLJ6YnUE1uaP420jVz5fmm2n6eXNxn6Hoa8ZAlnjyUi3nsAP8KRbUGNzOPLGcE7uv5cUXFyn0SGzS5rzbwB4vW4EWiT/MUTFvJ3YDqp/p9K9GJzTJsSb6N1RbjS7qeocpNuozUYPFBNFxWJd2KZJMsUbPIQqgZJJqCa4S3jLvnjsO9c7eX7ajNJE7CNI8fuyeufWsqlVRQcpJqWstc77a0UhFHJ6Ej29BXJys7MQ4CsMAgV0pgMIVliMwjBUgKPu9yaybqON5ndOQSK+ZzSpKa3OzD2KkKhe1PFKqhc0oGDXzjdztG7AecUm0dqkpmeelO4IY3XpRinqvc1YSMd6OYSRXjQu2BVlFCZ+XnvSuY41JOVxUEtw4DBAQfVqV3JlWSJ2lSHIdgPQ+v0qD7WXDBYW2f3icVVCHcAWZ3PTjP6VtWHhm7v2Z7h2gjYcetd2Gy+pWeiM51owWpjzXFuQC0hAAznNYeozS3RESHajHHux+td5N4Ey26G+bP+3GD/Iism48LT6dMkk1xEyA5AGcnHtXrvL3h4ObRdLEUX11Jba2eC3SPdgKoUcelTovP0pvnRjq2KeGB6Gvl6zvK5uiFciZ0Y84yKcDhwtMkUgLIP4OPqKtWcQnw2QPrSpU3OVkKTsi3YqgDscA9Bmp0t5VmE2AuRypHQe3pUYiWUmMSeXEOjDoWqyImMMUbhsDO/b1Y9hX1WCwjUUeXVqJshgkeRJJJHcgdUBO0KP606CVVnEkcjLExJbzOhNRSXH2EqI0Qo74Cj7ymq1s7zW+5mIUnDmQd67J1XBcq3IUbjpxLercOs53rwuw/KV9CKi0po4oo4vJVZJMgOf1q/DYxo6sinyyMHPA4qle2KbiYYj8rgN/tZz09qzSno2PZWLj7BHMgk/drGApOeWyTkVVmvHeyMmMSEbRzViRlNsQ0hi3LhVGCAT0FZt+RAixn5to7cVhjKslGxVGGphzl729EIbvgkdOOprXFs8+21iZVKqPlz/D2/Ws7TgFWW5kOFL/AC5H8IPX8TWpYGC6iLm2lL8b+du3nnms8FTU9GbVW47EyaXB5EIKbJBIFk+U5NS3FvYQq91PukiBK8nOGFah2LG5ZsRgfMc5wMfzrKuZCIWkW4gFtGekYB3DPOc969N0IU46HMqkpFWaNXSOWG1AKkMBJw5/2celC3V89zM5RA7AKI2P5Y96mt9RgaQf6RlVJA+UfMG6c+xqMXNv9rb92YiDiRojncvtXLJ9mUr9SpFbSQLMxmjSVDlST909TxWhaedeWiSQyiFiyljjc5A/xpZbVhaXUscSDcCWWTrt9arW1xJazNPCFeOUbeuBwOvHSrp1PZg1ct3M8YlkkjRZJo14kOFIyMcnv9Ki80zWSZudjgYlCnt7elQMzCCSZj98YQ+ozz/So0j8iGRpP4RmT3bstY1MY1J22KVJPcr3UnloFCfvWXCgDovv71SETHtVkW7zSNJKPnbk1Z8ofSvAxNfmbPRpRsjImXMTH0qgjZB9jit68jUQsuO3WucgHySnH8WKVFXjcuRIWJzTQtAqW3iLtWrdjFq5ZtrdVG8j5q5PxrI669Btj37bcE+3NdqB0Fcr4niK6sZG5ygBXucZ4rty2XvthCN5WOfW4eTarhVI+6VGKtiB51Bzswc4zToLBldpjldy8jGcVcXMZG3ivcc7nXylK7kligVbZGkPXaoHSq9uxaE7UmjPbeoz+VaMOxW3M+BI3y8dqma28wEZP4VDZpCNjltQurlb8wfadisOE2Dof1rY06L5PvtwPWmXmkRXrgyMVkQYDE1ns2oaTN8xaaId85P/ANetV7y03MG3GWq0NpoW5j81hnucfN+OKijg2LhuafaXsd7GGRgcdcdQas/fCn8KjXqbKzWhQEn7wE+QiE4LAsR/IVJDHLvZZJoHBOVYDLVzaNqUgyqKkX+9g1NvuoYxvnXHogzj68V6h84bcnnK7mO/VFUZYKgHbqOaje+WGDy3uJ5cYPJIJ/IVhtbNdxZ82YEgj721SfSmp4fvRGFa5Dj/AG4hyPr1pgdPplxHcXaDzJYXALb85CgDOc888fWvavC+vPq1kFuYylxGiF27SZH3hXgum2k9h86pGzLkffJBrrrLxBLbalZ34iUCBSu0OcYK45HA/KsrzU/I2ShKHme2Bval5HauN0/4gaXN+7v5Fs5j9wMSRIPUcVv2ur2d9zbXccvG7CEZxW3MY8rRqA1h6xr4srn7JDt8/buy3NaX2haydW0q21GVbhH8u4QYD+o9DWFeU+R8gRSvqZccl1foCeZVb5t54Ye/rVkWq+Y7lP3i4VTtBZj/ALNZ1qs8Fywc4K5DAHjHfNWpXF84dZQCP+WUhx+RrxI4mSbjU3NpU10JLzUH3NDEGC4C4xyCOo/lWYfMClmViB14rpLO0tlz+52FhjJbd83tVXVZlMLW4cyyHBJToAPWufEUnViEJKOiMUDNIO/0zWtZaMJ1dpWIG35cetWJrazijImiUOF4POD9K86WAahc0VW7sYaozLnFAjOeRVqKIlcDtSSZEhxXnSTTsdCGKiAEkVFLMseaSa7WP5FcMT6VJFpdxfgOzCJfUnmuzDYCrX2QOcUZkt6jMwDs7H+8a1dM8O3+oANPm3ib1+9+Va2n6TaWHMaBn7u3JNai3DivosLlNOGtTVnNUrNq0R+naLZ6an7qPL93bkmtPisG51hbYY8zc3oKzH1q9uFOyTyx6Ac121MXh8MrbHP7Gc9TqbrULezXdK4GeAO5rj9V1SW+n3hdqow2gfU1kX0t1JNvYyNxjIb5j9ahtWkyd+QF6lzivCzDNJV1yQ2OuhhVF3ZbW+yD5o+m0VYjbcuUbk9qpm8RjtiUySemMipfM2KFdgz+3SvAlE7yx5hZSCgU7cYFW7O5igtip4bGSPfFZAfIYkdepqib1ZJCIXGduPY/St8PeD5iXFSOv0+VJIShcuf7nXPuK0Xnwjnb9xR82enP88VyVpfzIxUq4yMAjipnvnIaJd2D98Yr2MPmTjozinhrvQ1Jrnzrz7MNhlVgUcAHcO2fenRoDfJHISrkE7Owx2pNPSI/OOQFCH1HU5NSRug1HeZT8q/Kjiu2nUjUfMzCUXHRFuXzM5XaQAD83U0Pko3qAeR6d/rTjIylyrZXb8vv6mojMx+RgC7cnP8Ad/xrsbildszTbZS2uZnA/wBUr5I7E445/OszU3SUuA3LNhfpVrU9Ujg3Rg/KvpWPp0UmoTy3DZCAhUB9SeteRVkqk7JnVFcquWIo/ORYVeJehcSHGR/D+fWtaGFba2jhEoEW4eYrjJz1xmobK2dZXmK4JfaSewPf8AKs3kDyxFGwIwxY8dFAxj612UoOKukROSeg9JYWS6dZhkPvUA8McYxj0rNuCmqSoBF5IBId1GPSpJrKQRxcARMVO8Dkg+1TpC1qqQhkaN3CskgyTzgkHtQ5VJStLREJKKuiKPSYIVQSxkkMWdgOo7VGsUE+nM4P3WJBPBUf1rpljQIFUfKBhfpWJO1u0l5AgYRlvnftyOcCul4ZRXMSqvMOlaSS0mRVjXICiSQnBHtVWK082ONISUfOGwMZA6N71bnkWSzC2wkEZwqHJAC88470kHnqzQEg5jI8xxg8e9clV6lx7lGK2eeTzn/vMAvbce9Q3EgLiNeY07/3j3P+FaM7C3h2xA7iu0ZPQdzWcFIxkV42MqOOiOqlFvVoQAigyYxxTutNkjyPlHWvJu29TriZOvXbw2jHGSeKxLVGWAKxOev4k9K6S8tGmgdXQmNsZI9u9c7NEYJWgPpkV6NCS5OUTHqC7lR2rUt4/Li561VsoQo3HoBVxpRt4qZauxmxyH5xWLrUXm3aXAG47m/lWrC/zk+lUL87LcSf3W6/UV2YF2nYKb99GLJNcW8ZZ4129wrc1Dc6jFHGDCpO4ZyVP+c1fklV1znpWXdxeaWOcJwF/wAa9077GfBBcM4mdnZvUN0/wrZtbpztikXnOCc/qasWyRrGcJjIx1p0mY8PGFx/td6RSJ5YBv8Al/HBqjPArR7GAYH2q6zllVxhcjoBVeZjt+Y5xVJ2BxT3MKXTxbTia0kKyeg/iHv61owS+cm4jaw6j3qO8YfZ3kVhlBnk4rAtdSlfJQ7cHDr71aTktDF2gxLe9nU5cGUH+FYjz/n6VZ3N5JzGIs9FdsGqWZWmCyNLI3eONcAfWrsdtcyZVj5C92zlj9McV6Z88SmWLb5JmEZPcLz+uaqTTsihIjLdEHOETk/iKufYLXy/LZnlU9dzmpo4kjQIikgdATxSuNIwpL2+DcWkyqf4QGA/nirtrNeyfumspUJ/iJB/qTVqe6EAAk2JkZG5zyfzpLeW3lVvN1BdvbaNpH+fxp3Kih8t60HKyyZCjg5Bx346nmtO21RIHt7gXTRSgBiygBQ3uMcfpVENpkkXlyXTOF/vEFkJ7g8enSmSWfkyEh02qOCDw4PNZt2N4rmPVtM8YW97AsdywimxgyEjax/pW4kgdQykEexrxuxdpboRwgs4ICRgZ3H/AAr1XTYXtNNhglwHVct6Z6mrg7mdSCRYuUMgLAZJ61m7AevNau72qpdW7MC8J/ed17NXn47AKsuaG6CnUSVmT2s4AMYYxuTlHzwDVi1sleNppFbzt2RIeQfpXORakqSul2fs7Hglh8je9atrfPEp8qTfGR0zlceorxoTqU37OaKlC+qNwXJijdml8wkYHsaqm3lnZTcMcMcAdh9KoQ6kke5ZEUK3XZ6d6WTUr+7iZLYNFn/lo3WvQjSnWVjHZjby7t7AurtwpwAecn2rPH2vUpMxRBEP3i681bh0pCwkuW82QdzWiipEuFUAe1FPKIJ3lqae1ZDaabFbAM3zydyavg/lUO7moLi9jgHzcsO1emo06EbLRE3bLrOEXcSAvck1k3erSOWjt88fxnvVKa4lumJkbEf90dqjUV4eYZsopwp/edFKlfVigt3JP1pCxHJFLimtIAxC8uK+alUlVd5HUkorQrXV/wCSg2H5z+lZgvJZMqSOfUVce3MkpZ+S1W7W2jjAG0cHNWnGKGmJBH9njHALn7zUAhdzseB+lJPMqks3B9Kot5+oEhSQg5Jz1+tJK+r2KQXF094xiTIjz+J/+tVmKwjiQNJGGP1pbWBYMmNckd6c0NxISoGwH1FU5rZDbIJdQuJSUgAJTr6KKfHfqEIMrPOeC+OM+lLOgt02pwe57mmReVK2AoByCMdfrTuuw0jYtZ5ooGKEnI5wcc+tXLMJPIpnbdJu5Oc9KwZZooTGHkbO37qc0sGpKXIVSp/6aMP5VtQrSg/IwqUuZ3OrmuUhJLcENlR1z7YqtdXLw27zPw7HA+vrWWt4ruhZ9zD3yDim6jcNeKCABgcbT3P/AOqu6rj3KNrGUaFmZbxtPMTkkN1BOa6WzthZWCqfvlckd9x6Vm6Zagypg4/CuiTZLchWGMLn+lLBJOd2FbRWHtMbddx5kJG/Hc461U+1PI2TGWkyGKg8fXmpZ/kFy75G3IAzkEYPSoNPiEwkkY7RkMvOMgd6+ghyxRw7lxf3kKMSPKOScH9faoILZY55PlMg7H1B/wD1VK8itEYItrJxuwe1JHO8Mw3oGjfkbB39Kwmru477oltJWmHDlULY2EYx9AKtS2kMsTB4wRjHvXOtqDXs0ywIwywCsByD9auSX5CSLNJM6Km0kDjcO+a09slGzIVN3uiG7EsS/NKG2nCoByD2/GpRIscBdy2QOSfXsv8Aj9ahgM85SScgSYyv0/vEVFczCdgFH7pemf4j614uKrcrbOylC+hC8ryyFnPXt6UZyKQLS14VSo5t3O+MVFWQY96epwKiLqGxTHnSFHZ2Cqo6ms4R5nZFohvL5bSM7un8IHrXPzzvcTW74AfOMj0qCO6N5ekzg7Wb936VbhRS7HHCDap9D3r0Y0/ZoUtFcn3BE2D8aiBOfam5OGOaVOBn1FRuc7lcfgANjuKgv0LafKoI+UqeasxoNp461DdD9xcL/s11YR2qExdpI552CNgmpUjMrYH3O+eufenPkOsu0lRwwHp61bjcTRh4yGU9DnFe7dnqpDxC2AcKQfSmS2+9D1H0NLhwTjAqVGJ4NCZVihzsAOcg4psgq48TMxY7QPaoTFntTuIzLqFJEKsvB61i3ekRlt0OUbsR1/OuokiG2s9kIJHpVwqcpFSlzmHcagYLjydmwheX6IfbPrT4L0uhDoqBTg5bOf8AP1qqHiVQ7iOSXunUCobuSzugPMtQrKcgIdv5+temfO2sXW1CESBVbJ9elJ/afyNtGT6ZrKW8hBaNRtPp0qu8wcjAGB1J7CnYCzc35niYGIuRyAg6VRiuAciQukg/hIwa0LdbkRFlBVB3P+c0qC2Q75t08g+6MfdosJsSG0vN6PHE2M5PHWujjnS/aJLqMW0zsEIY/Ln1xWHFePKxGI1wcYDnP4DNapsZJWV2jQjGMGEMfzIpOFy41bHZaZYR6Yy3DMv2nHBByFHt/nvWql9dM2PtH/j1claaubFfIuIZmTGEKr0P0qf/AISCRmKQ2Ewz/G5CgfQVUINCnNM6wX90g/14P15p/wDal0f+Wij/AICK5BdYveRIkbD/AGYv65qzHrTK2ZYSV/2Riq1IUom3d3D3OPM2Hn+4Oagjlmi3J5rGENkqKkjPn2qXMfMT8Z/un0PoajJyxPrXPKlBu7Wputjqra1ghUFIgD6nk1YzVGxmLWiZHQYq15mD0reKS2OdkoY0plCrljiq8t0kRwRlvSqkkkkx5II9AelceLx1LDr3nqXTpuWxYnviQwhOGHeqS7j945+vf6+tKq5p+MV8hjc2qYhtJ2R206CW4wDA4pQvNKON3tTHZyu1e/evLu3ub7DXlVSV6moo4GbLEkZOaeI4ohukbe9Qm6eQ7Yvve3JraEW9EIsEFVJNUp71IlIzileGUK7uWPGcDq/r/SozZJeCGUOv2dRufuWPpWyo8rvIcNyG3t2vWMjHEXsOp9BWpEwXhFAQdKcqKqYQBQvpSAAdOKxnO7stih7OSDmq8twUXnNDPkkVWYPcOwBwg4JNKCGtSAtLcuVXkmrNvALdQM5Pc9M0+NUhTavJPU0kzlYmI9K1WugNkSzvOzwoAmB85HXPpmqVxslJhiQe7nk1PbbUi+U7nYYP51XEJSd1LA7ueK0WgIkNnMv3VKn1Q5oZr8K1uNrZAJfuBVqKSNUaUtwDgDHWnxzY3yKhB4+Y9SKfMFybTtSdX8mYeVIv3doyCK011BluTKJOnZjwa56R1ld2WR945Az0qSC4iMY3As/emqko/CQ4Kb1Okn1I3MDIYyGyMDPWl0wP5csLcRZJHsfSsdLsFWbaNgONxqyJNqFt2K6YY+a0Zm8Mt0dFGFHIyF4G4HjHrTpYgqmWP74Q7CenPc1i6VP5zeRNKVgT5tpPU/4VoyS5hLeaTG7kNnquTwa9rD4mnJWZwTpyUiJZ7axSJBJuL9WUZ+bv/SoyyTyZXIiBwEXlWbdxRdo8zLESnlIcmSPgn2oaQQBVHyS7doA52f8A165sTVjFN9DSnH7xbiXaCinry+P/AEEVTIzSgfe9zmhpAiknjFfPYiu6ktNjupwsvMQcVXuZNijnGaZLfhQRjNRwh52Mj8RjlQa51FmyJViYR724z2rmdZ1qMzfZ8ttB+Yj19K0td1ZlLW9sx3MNpIrAtLFGkJflup9zXo4elGK5pCbsPXUwwIitQ2SBufsa0oiYoApHzYBI96qrbJ565GQvNXwmelVVmtkZyndWISSc8daVeCKk2AGtXTNO0++iIeYw3AOMdAaKFF1HZHNKpylKFHMbuFJVRyR2qLYZI5MfU/U10tvYyaNODtM9rNgN5YyR7kelSixgt9QMY3GO7j5AHy5zXp0cDKD5mZe2VzzODPmYY52j8jSSW8hcyWkhilxkjqrfUf1q5qUUdnqVxEGUbJGHX3qtG6hwYx9DXdfoe5D3oqQyHVVOIr1fss/Qb/ut9G6VdQlkDqQ6n+JTTJLffgFjgHkADBqL7HAPvQRjPTaMGkWXN3FMbihAFGCWx27mkc5QtggA8EjrTBEMzEIW4wOuaq7lPLpg+9WHw5G/kenalZMjAC7e3FJFrU87nuY4WIDhj2I6VWlmBUlztHrV6Dw7dSACMuF7EJ/U1tWPhFSQ1wPMb1fH8sYFe2onyfOjj7e2nucGGMn/AG2PBrpLbw6Wt1LoSffnP4V1trpaQZ5GSMcHtV1IYUGFZBVqK6kObOctPDFqzCSdZHIHypvIX67RWt/Ytr3gjX6IM1dOVOFRj+GKZJNtxukC+mWAqrJC5mQLp9rEwIXn35qVXUcAcVW+0FpdsSmUkfwAt/KmJI5Yq0TrjruVh+uKWgWLZiQtuxQUA6BfxFUXvFkb9yS3sp4H49KRLzMbmSaJGXqoy5/kP0zRcaiW5ATjPTuBUbuiZ8zG0dcnFVWM8yfuMyE9CQYgf6/lWfLBqMYLPbhlIztM5kIP0OBUtlqJvadrr2kF1DaqWZ1Cjefl3Z6n8PzrcWWOY7oyrIQrZhPHPUY9jn8K4iASyYe4UoR0Xdx+Qrb0y21C6ni+xqIoY8ENjj8B3+lc9SpCmuaTN076HZ6bcwnTwfMACkgkmrPmmVTgFV/vEVm2el29s7OFBlznoQFPsKv9BXhYzOVFctI0hQu7sRF+XaDz296MZ4p44FN3AdTivma2InXleR1Qio7Chduc9qa7KMc1FJITkFgF9arsVCE+YCvrmslTbL1JjdKvPWq8l624lWA+grPub9I9y7s47is+S9mnyF4TsK6YYfqytDTlvURsM+Km025Dl/JmBlPI525HfBPU1lWunPLknG31rWtNKXO5lwh9epreM4UiHqbJkWOcG2KyJtyZP9rOCuKj6Z4HJzwMChEVAFHCjoBTDIN2MdKwq4hz0WxUItbgWGCOlVpJMZoluEAYk1Uj3TS4Hf8AQetYxh1G2SoHmdhnAA5P9KeZFQbFwADjHrU0myKIqh6D9azyecnrVpXHEsruYE7e+F9zUMkiwK0YUyXD8EHkD600zOcqp9mYdh6CmxAAuwAwOM9z9a1grMTZnzTXFmXYAcg44yM+lU2vZmkJJJZsfIByK074K4WP72T0HX14rGkIjmJckupBUZwce9dsEmthppm5Y2ck4XOFTuSaluwsWVXk9DWZbarIqMpB2cYIqVrmOcZUjJ7GsJU3cTHq5jkOOxxViytW87DIPMx8oI6D1qvajzriNfc/gBWvaN5rzSZ4yFH4Col7qCOhIbRRCq9E/mc1XlkaRlTOQxAA9KtTnC9fw9RVW3JMkmP4V/nXPFts0LEdwPtJVSwIA4zgFav2zh5QrOYwfXvWORyJP4gQPwpZJ3hn3sm+NgD+NbwqOL0ZnKCkdI90IF/d9SMIB0X1I9TVGSZYlL4/eHpzyaz3u2EkeEIPVgOeKugKzLIVPOMA9s0qtaUlZkxpJO5D9tn7xsKryO8p5BHtV+aYAiNVBcjPA6VTnRyyxIu585PTjFZUqM6krRRcmoq46C1AUyyn5ew9ar6hqHklbaKMmRh/wGt+3sC8olnIYADCDp/+qqmropvRhRjYAfevZ/s32VFznuY+2OZtdOeTMrA5PQkdatxWiwyHK81pxqCCAoGKjkiKsCO9eTKoy2ykYACSRgUqqsePSp3J24Peq0pHlN3oh725m2W9MXzriUHTjeFDkhTj8+1dMqQzwBZ9Njib+FHAJH4is7w/NLLaeRZ2iW8KjLySnJJ/qa2HVTsJG7gHd619RgKEYwUup59abbsVyxU/6wRoOBlsfhzSeW4IZWPHUZypHtWbJpM13qsk16+bY9GDcY7KBVyytPsVy1uj7raVdyKex9K6HOTlZrQzijj/ABHYY1JnXascqeYQ67sNkg9/asMxPAcoAVPXHzAV3PiqBSIrjH3W8pvyzXK+UNxIOBXPU0Z9Hgpc9FeRRF2QAMDHsc09Ln5gSAaknthKRgfNjODVGSJ1PyruA7A8/lUJnVYuiVJCxDAc45OKRi20q33e2Of1qpFKFGCOv5U4gEkxvtP90jj8KtNE2JTGXjODTlVj2+ao4pCM5H65x9adLO6KCEVvwqgKrXUSH5beZv0/nioZdahgyGDR46Kf/rVSOmw4UTXF1Lg5+eY7T+WKsSS2NuuQI0YnBGeRXuHyViaPWJZMbLWQg9yQP/r1djub3BYoijv1NZSagpztXj+8f8ac91MWykZb1wRxT5gsa7y3jLgeWPwpqxyE/vHDL6Vm+ddSddxAGCN5X+VKAD99Iz6buaTmHKWhEY2ZTKcAZGcf0NNLRBiN6t75/wD11RuGEYVvk3dlUdRTFjfGTHGMnj5sfj0qeYpRNV7iJVVnkVA3HzHAFV21aGI7EYMB/FnANZV5fS2vyPB944A3jDVUnMKQmX7PFGWHO45wfQDtS5ykjVuNbZGDRiLaxwCuWFLbXst3JsSCVz6cAg/Q1U0TRLjV7nFvbi3iQYaU5JIr0bSNBtdKjPloDIRguRkmvOxmYww67s2hT5tilpnh5XUTXdupfAIBHT6muiSMImxVVR/sjFKDjvUUl0Is7TnFfKYrH1MQ7M6YUlHUl2gdKjaRVUndVIzs25mcj0AqBpc8k5rhjC5omXXvNgznI9KoyajkkkECq0twCSAM1ScM+QTwe1dEaa6lFibU3Iwo/HNUHlmuG+ZiQOw6Vah08MCSM1dt7ALuwuM4rXmhBaDTM+CykYhjwK07SxUFWyC3riraQfKABzVuGIKMkdKwqV+w9yG3tmY5KgIOg6VazgUpaonfaD7Vy3lJlRSW4O2AecVSluD8wB5ps10zEqKiRQck1pGNtwcho3SPgdT0FaEEAhhfkb27021h2KJSfmP3fYVLJ827FVJkp3KsoLHGariIzvtBwidW9T6VLJlY5GHULmpbGEpbxkEc8nHqa0prQd7CpZs3Cn5R1GK17LQlEjw3MY3ugKjJ4HSpNKkjt4DK0RkkD7Mjpj/CtTVLuyS0b7QSRgHEZIYAH1717eEwkHDnkzgrVpuVkcbrmmx2erRrFHmIrnB79qxG06CS3d8lHU4wK3FuRc6kZjIWiIYgE5Krnim3q7FeUY+ZdrZGQV7VzV2oy906KTdtTASzaOySRWHmc5D81XDPuPnRrEe5HQ1eluFitAN3O3ke5qiuJSuG6jJ9qlNtanQtTQsgkUcrdS4Cp7A9T/Kt+2j8i0VO4GT+Nc1YyrJerEuTDuAweproLmUxxFR1NctZa2HYjnnBP0FRW/8AqZJWOC/T3qhd3KrEAD944rWZB5KIowNorPk5Y3Buw2BgUw3NMvQVgdgPuEH8DUiREPx2pXAkimQ9xiop6yC5nWFw95dfM/lkdOe1bc87QxqFAOVI5HU1kaC6QrMpQHJxk1du5SJ14yFTI+tbTinUSBuyuWLFLuV5USQbf45j/StuzsYLOLai7n7u3JNU9ImjbT0B+8Cd3uc9av8Am19Xg8JCnBNbnDKTk9SwKzNUX99E/rxVsS47VS1N8ovvkf5/KtMZG9JkxWpUZ9pbAqvLOwFSjGOBUU4BUkdq+JludN7opyTjHJPNQwh5CwX7uacYxK2elW4o1Vfl4q4tIl7G3ojtOBZIvloBl5AfmPsPTNaaSpMXhhUiO3wobsR7GuZineBGRZCgcgN7j3rcs9YhuJ4rW3B2KhDE8Ae9fR4HEpxUWcFaFtS0qhs4bofT9aEbdONozHCuWb/a9KRXMSSu/wAyBDu9hSW0SxWip1DjOPY9BXdJpvQyTsiprVi99avFE6iXzNybuhwTXG3VnPZSeXcRNG/uOD9D3rurhXkl3QhWEe5WXOCM55qyUhurZVljV1ZRkEZo9l7RHfgsU6Wlro81IpjIj/eQGuvvvCsLbmtWKOeiscj8+ormbq0nsn2XELIc4U4+Vvoa5pU3A9qliYVNEZstqWXjANVJImXqK1qawU9RmszflMQxqfus0b/3hUaXrWZK3KExE8SqvA+o7VrzWsZHGVJ7g1SaPaSu4MKpSE0YjNJcKBHG7A9x8v8AM81CtrqEBLR+SijrvkOf5GrB1O0SEqXVT/vf4VWl1MOv7hCxPQgf417nMfJpE8TMqlbqX94TkBF3Afj/APWp4u9jAsjn6Y/xrHuru9mOA/lj0U5P6VUjsrp3GZZSvfHX9aXMOxt3Oqsqqi+WiA5yxwfyrPbV5JW2CVNuc7nYpkflVeTS08k5knJHAYsOPai10tI3DNLsx6y7dx/Clcdi5BfoGYqxk7EhSSPxzV/7Q8vyrICR1UJyPqc4FQmGKxtk2OixnqOx/PrVdhqeqXKW1nbkRHncBjI/oKUpKKuxDp3iiuCsUbTzPzuA5A9B6V1Ph3whdXkovtR+RMYWMHoK1PDvhK309Ip7xUmnCgkNyB9fWumYqAVUMo/2a8LH5soe7S3OmnQ5ldhbww2kIhhAUD+EDpTjMw4AqNRjmlyAMmvmKlWdWV5M6klBWRHI5+bDnPbNVgwQMW5JqwwXcSaqPySKcUDdyOSXIP8AKoDITUhiJJIpVhWtUkiL2KwiZjU8MHzfNVlI1Ap6x85ApuXYd2EShenFWI1LnApIoNx+bgetWlUAYA/GuapJ3KirixqsXQ5pSab2b2qGSdFXk1mk2arQfJKI1yazZbhpSwUkLTXYyE5NIkdbwilqyJSGqMCrtpCG+Zh8o/U1HDFvKx4zjv6Cr6KI1wKUmStRCOSfWoWfqO9NllUKVzVfcwHHFJK5aHXGBC+Tj5TSRXyrBF5YBdQBzVaaQyIUJ4IxVO3YW87pI5B6fNx+VdNOOhMmbJ1q6hQiRVki5JQjA/Ssy71S51KVWuJQQMhVTgAeg/SnzxNNGdpAYdM1QW4Edu0KjMpA++en0rtp1ZqPLfQx5E5XJLK5nN4yGTC5C5wODVi4u5pw0cr+YBTrX7PFAFY5z1JGS1SGNC25htB5A/vfT0FYTl7xotDO8qSWEO0RKJ9w56fT1p62swQy+RiNuoHp71dQPPMijtnAAGMd8VqEKdsWBtAxWc63LobQZnabY+SGuXHJIKA9qS9mkkcrEm8+gGTVy6mEMZAOABk1o+GtOY5vZCN8i4Tb/dPY+61rhabryu9iKtTljcwbrw/LBFbzPIJEduVHUVpmIkgLzjotW9Uhngu0RJY/sgYBYurKectnvmiKHOSDhz0p42Cg+VGNOo5K7Kslu9pFuZcfLkH3qlbk/vMnOa1dYuWESxPGuWOAax4xiQVx011NlIraa4SWRSOCxrXISUAMAcdQaytNjV55cjI3HFapgYfMvSnVk1IvcsQL9muTEi7UK9M96vA5rEMhLZHGM/qa143EkauvQjNfV5VX9rSs90cVRWkT76gvFEtswPbBp/B4zSEBlINejOPNFpk3MtGLLmmTMfLJFSRxMHZcf5zinbCCR3r4fFQ9lVaZ0QleJmwZ5zVgHCMPanPHtOMYpm3HeslrqTdjBzVqyvJLKYMjbcggnrxVdRinY75relUcZaMmUU0bl1FfMUbeZ7ZiCPLAxj3rZ3ALnODtHH4VmaLPbEYhmaNv4opOVz6itWePc5DjgjpX02HjeN73Z509HYi0+NxE7EKSzEnHce9JA2xDHj7jFQPbt+lPtVYRsmPuNw3Yio5nMd2+8glgG4NdlOLUdSqLvOxODSSRJKpWRFdT1BGc1Ekobp2p4kPYZ/GkdhlzeHrOQlo1eJj/AHDx+RrC1Dw9cWoLxM08Q6j+IfhXZb5D2/WlG49VqJUoS0sb0sTUh1PNDBnoajezVscKMegr0O80izu8l4grn+JeKwbzw5cQ5NvtlT0JwR/Q1y1KDj8Op6FPGU576HhHlwtL89zAmeoVixP45q2zLbYFvBLIf7yoxX8uBUc04QkLKmF7KST/ACrPm1KZjsglkJ7jb/8Arr2LHz1zVuLndgTSxJgYzJwPy4qkdSiVtoDEd9oCg/lWeLO7ncszYVu+3JP4nmp/+EekYcu350WDmLy6gyNmOzUkfxSOSQKUap56MXmO3/nlAOfxOKS10aDcE8uVnH8LBuDXo3hzwT5iJe3MfH/LNNoHHvWNarGjG8gV27IwfDnhuXUZVuWtxFF3d33Ej2A4r0Kx062s1/dRgN/e71ZjgFsPLVQoHpUigV8nj8znVbjHRHXSo21Y3b2oANPJxUckqxrnrXjXctzpTSBiqgnHNVGc7iKGkZiTUZBNaQiS3cZ5j+tIrVYtLGW+m8uIZaul0zw/BErvcx+YXTAWTnB6EV6eFwMquqOWpV5Tmlhl8vzPKfyycBvU1GVAYgDpXYxXMNhG9tcDEY+VHMeFYEk4B9q5WQL9plKsGBc4I9KMXho0VvqFGbmRoM8VZgiySW6dqmgtgAHfBB6AVJg8qB8teU59jshEMKBgDFNJprnauapz3YQECpjFvcvREklwqh+azWl81mNN3u5J7U6NATyK3UEiXIcvY1IjkEAUnlLtJ6YFS2cfJcjofl+tDFuXooxGgJ++3LGq08+CQD1p9xOFBANYs90ckBsZpKPMy0rIsySgHP8AF2qIEv1PSq0J3OR6960YzgYJzWvJYiTGwj72ac8ccy7ZEBHv1FSKQehzQR8rL/ERgfWhO2xK1I/7IUqGNu2D0wSQacbKPyyv2UhfTFbSELEqMcEAUNLGqHLY/Cjnn0KUTBjggthkIA49v8aimuN5PGc/lir91d6awcSshGMZjPzD6VRt9IeUMyFynVfM4OK0W15DUS5ZNBFGRkSSvgeuBVneEVyec1DbWaWsfysDKe+Og9KiuZwu5e1c8tZWKSZSv5iFZdwy3AGK1tE1Czsvs6G7UyWykSNgkEE5IHvXOzEzyHbzirMNsFgyRXdQq+xM6keZWNOG6F9qd1NvLoP9WSOdp7fTir4uf3ibQBgY4rL0jASU0txN9/BxxmuetUdSepMYpLQdezme7IJyq8Cq7H77dgMUy3+bc3c80SdJPpULQpIZoz/v2GOpJ/WugD4TbWNpkY+0ZLAfWtdtoic56cVnVd5FplGQZLMOAO1XtNYtAyE8IePpVYU21naKdkXgnINexk9blnydznqx6mwEJ6UpRz2xVQSN60hkb1r6i5lYSUvb3JIJKuuTk9+lQfaieSoP40+U/MpPf5fzoEanrivlc4hape25tT7Fea5CjJT8Kg+1A/8ALLNWriANGTwarbFHavKhsNrUUXBbpFSq+eSuPpSrjtS1USS9pl9crOFjsoJpOxkOMfjXRpI8cW+6EUX+zHz+RNcaGwcg4NDM0mNzs3+8Sf5162Ex/s1ys5Z0W3c7KORnAKMDv6A8GoJQPOBlYM5ypx2xiqOk6vGEW2uSN38LnsRRPqqXk42qEkjchsD7w6Zr26OLhUVrmUIuMy+PLB96eGUd6pB89KM10WOtl7zVHegzYGd1Uc0+gEi35/8AtUolB6nNVQeKUMBSsB83x6SZnVrm5MreingVaRLSzzGkYkk7jrircyKyYaOdvZAB+tLb26xoAkIjU9QTkk+9ddjkKpu32k29uPbIwB+Wakt49WuJEjjRHdzgKvNadnptzqEwit0LnvgcAV6N4W8LR2CyHyVmumBBdhwPpWVStGHqIoeEPCEtrtvNRO65HSPOVT/69dco+yxsFwY85YEd6vW1ktpErSpu3nBUdjTL5FhjUrGQW7jmvnsc6k02bUX7xkMQ7ZbgnqaiLhN2e1Mubol+Oani0K9mhR/l+Yg4z0FeJDDTqa2OyVRLQoPM5Zx05x8vFRKMmpp4DBK0bEEqccVEeKycOR2C9x+0CmqoPem5zT0UD+ooT1Bs1tMFtYyl3u0Mm35QqnHPvWg2sQWNmwSXzpi/Ck7j97k5/KuaZvanQRPNkqMkdTXpUswdGNkYSoub1Ld/qFxqKiF1URhtwUf19aW0to4o9xJMnck9KEURA470CQVwYjFSqu7Z0U6SitCwnFVnnSMMOtQzXYQMBWRNcM7EA1hCFzbYnnvxgqCT9KrZEhJBpFViPu0+OMjPvW6SRm3ccoxxUqDBzSBR0p46E9hTYgyXG0dSammkWCDb6D9aLcCGIzN9APasm7uC27niklzOxcENub0nPzVBGhlfGMsansbI3kpG8KcDGR1rdt9HEWdz9eoAwK0lKNNaFy7GZDaMF6DPepGBjBz1FavlQxEfK/4iszU5Nym2tlRXJ+Z+yjPSlD3zJogM2PummzXeyIksocEFfU4qNdMaRj5ly59e1WYbKCIcKB79TWlooS0GT67fTQ7LaLZ/edvX2HaqH2O4mO6edi3p2/KtcgDgCnQQNcybVHydzQ6qitEUpMpabpEcs3muAY15IPc1vu3yhQMKOgpm1VGEXC9qYetck6rky0rkVwwC5Pesq7kI3An5z2q9O4IPNZW15ZOa0prqynoNtI2LHjvzWoUCwOPam2kSqucd6ddHgopALcVbldkbkumrizc+pqnfEg8cZOK0yBDboo4CjmsS5k82QjqAaiKvK4rFqHCpQoMpK55PSmw/c+ooXKnI4NDJZoWluAR2PrVifCwNk9arW0p6k1XvJi8gGc4Oai1xotQDdHUbx+XeEjoxB/pT7T/VmmXoy4Pov9DXXl8+WukTUWhZDD1pcjsSfrUYHy5pVr7RHOLM2Y2IHKjcKIZhJCGU5AAK+wNBqG0+WEL1wGH6ivGzimnTTHB6k5+ZCKq4GcEdKur1qCVPnJ7GvmIvobMhGM5xQOtLijGK0JDA9KO1Lk4xmjFADQMHrT42PncHmmkUoGK6cNVcaiM5I3EPyg0/d7VTjn/drzz0xTxcDpgn6V9hF3VxXRaoqsbsJ1U49Saqf8JFpyvta7iB/wB6qtcTdjXFKg5zWV/b9gePOQe+7irC3RkQOjZU9GU8GhoSZ4f9uuQAotQf+B/5NXdNdb+6FsoCSOxGJDjFVoW8s8nPvTpr77MBKGClTkEmuibfLociPXNBtotEtwIFRnI+ckZzW5Dc27zEYkikcYBQ5B9ua4Twx4sg1aARM375fvBuCfeurhmAIkjPAIOa+VrV6tOtaodSpxkro3VuVhglLqAF4UPySR3NZxM1/O8UB2uR1HAAqO+QSBLv/ljIoLY7N61fWKK6VGjYoeArAYJFdML1ld7GclybE+m6RBAzv5YLnaMNyMjrioby8m0qIsUElqeEDN8+f5Yp11fiwtWVgdzZCH1rJS0utTZp3Vtn90kgA/St52hC0FqZ3beplAvfXUrhAmW4UVO1jJEuWrZks0tVQMQOM5A6Csq8vvkZAwOD1Ir5yrByk77nXGWhW2KOoqNnUA0ki3JKgQP8wyODUlvaNIwLITn7q46msfYz7G0WNiiMu4svyDvVof6vbTmR1VvlKopwT0ANQb/kb1rKpCS0aNotCliBmoJp9q9cVDJcFVPNVCZJDlqIU76ilKw9nMmM9qVVxTUXFSgdq1tYm9xVGc0AU5fu0opoVxFFSRxgnHb+I0mMAmo7uUQQle55NG7sNEF9egkqrfKO1ZWTI/HNLJvl3lRkKMtWxb+Hr5YkmMe9doOB/D7H3rrp4eVrpA6kYu1x2lwIUKjAfII9RWyXUxE78fjisUQh1ByY3XoR1BqveT3c8P2fOMnBf1FYSp3lZlqSauTX+rZkNta/NIeC4NQwIYF5OXPLH1NLYWC2a7+Cf4u+KtosTg7R0603yxVokNjUkBB3AA+tOwpHWmmPcCRSBRxjI+lZNiHbCx+Xk+laNtEIIduOe9RWUJX943U1aJzXPUnfRFxQwjmonWpX6Z9KryyhEYnqKmOpexm3B+dlpsMWCeaRcvOWJ69qtKMV1JWViJS0HxrhfrVZzuvIh/tVaB4qKzAk1BmI+UDmktriiWNRf925x0Fc/Hl5z9a3NUfFo5x1IrCshmbHvWkF7rY2akS7UFKijLH8qkEZY4HXvS42kjsKyZIqnb0quxDytnsamJwarniY+5oBGpaEeX90U+ZQ0TZ7VHbfcNSMMqRnrToS5ayYVNhqMmxcsv504PH6j86ZFbxNHkYP0NTLZoFyVYj/AGa+9p6xTOO40Ont+tR2yL5jBe+R+uak+zoP4mFEcDC5wjDDYrgzSnz0W+w4uzJVQA1HMgMbCpijRgg8moNzgtkda+Ls1Kx1LVFYAr1oHJrRtrI3EUrZHAqjLH5MhXdn3rpdOSjdmHNrYjp6rTM89KlVM4+Zcn3qIq7sU2NxQq8E+lbS6AxtmC8S5zn2rIljaCR0bkqcV0+xlC0mQpXHxnDMPx/Oq11q1raIS0m4jstZuuXstuwQOVVlPHqSa5O6+03CmRJFdm7FcAfjmvsMGlKmmzGU7aGrqeu3GpOUU+TAP4B3+pqgpVjjdWR9l1Yrh4kP+5IMVYh0+9TDNPHDnqFGT+eRXYopGDk2a628KLjr+OamgvZLSQGKVlx/D2P4d6xrmW4ihJOfwcGsK8vPITe8hz3pAimLrULofurZYwDgk/MfyqZNPmbEk0m7DZyRxUkjXSYCWswz0HA/U1ZsLxXcxzKwl9JKaRLZPbRS20yyQuEYHOVruND8RPKyw3BSN+hJ6MfrXKKAw4AB9hT2lWFSSCfpXPicHTrq0tyoVHFnrlhfoqsJF3xkYbJ6VsXZElpi1RcEYDJ0A+leS6R4guLNgkwJgOAGJ5H19q7ew1COdEkglxu5wteFUhVwujWhvpUNKwtVjjZrxZvNQ4VGGeO+P0rWmSNYy4mVEUbcdRWVbX04uFDy5U9QxqtqF/cW0b2C2yhWP317qT1qqeKhKLfUnkaZW1LUWvrmQQ/cI27uo+tXLHQE+yyyXA+fGUZTx9amsLAWUyXCZmR1xkjjJ/8A1VNf36iKS32EOSNwA7ZrFRTvJlp9BkMzyW4tiVEg6npmlNpHb+XNGG3bsOCe1QR3UdmzxTRiQsQEYLwPf61ZN8vkiSQgb2ZFBPBYdB+NdFKjBxvITk72Q3UrqCXTZGhkHC8gcng9MevvWZBaRzQebjI2dPQ+9WYUe7uGl8nyeMe/HvSTwLbxYjnaIqGOM8k5/WvOxii3ddDelKyOaMJFxLHt2hW5BqfbhDUpKjc8rFnJyc1W80ucnvXnGrkPCqaAPSkTJ605ecj0pBcbgk8UoDelPA4OKVFds5HQZpFLUfGu0Fuu01nSLJfXQhiYZZsAyVcnk8qBucZ71R010/tOOaeaNFUELk/NuPArpwsFKeo5XSOv0LRore3mjZVV5QA+RwpAxgeoqd7xtKtntriBltQdschYEuvuO3tUWnP/AGdpt0ZQ6lOUMz5Lk9/p6Vhahqc+oMUYlYuCiHqv417terShTst7HnqMpyuyDdGu9kzsJ4Ddaid+acF+XHrSMme2a+clUvI7Y6Kw0MdpAOM1Omn3LKzCM4AzzxmpNPthNOVZiB7Vto88Vuy7PNHIHOOPWnGN0Js5xZuzn6ipY0EzBQetR3cnmXEh2BcnoO1WdPixG7FsMeV/CsajsaRVy4vAwOgGKSlpBXOtTZKwjcA1kXtyCdqjitC7n8uJvU1hEF33E9a3px6kTZagGfmqwDjqKhiUhMVOFzWjM2OB4PFLYx7ElcjknFMZT5ZGOTwKtQrsjUY7c1DZcDL1twtuADn5utZ2njDA+lWddPzgeuai05C2BXRFWpg0bMRChmPU1HI/XJpHbgADpULMWGMGsdyWLuzu5zTlCucVByg+tOizvHNDQluaVsMIanPTNRQDC1MBms6b/eFy2KXnGPco7Owz+NPWeVTnpWfJdxQ6lLDI7IOocjINPj1GzLYa5C+7I2P0Br76heVKL8jz2zUiuWc7SJM/3u1TK7LPG25cZ2nJ9fWsqPUrDndfQqPUq4/9lqcahYzKwjvIGGMZDirqQ54OLC50Co0gIxiqM0TKT8p49eKv6HcrcpE20MdoJxxg1PfwtLE8nlESAgsc8Yr5irgbNtFRrWDSWf7KuUibqBgcj6+tUdatiWW4MQVTxwav6RNHHbzFuMHPqTS6kpvbNmTywFAOGyxA9q7IYeM6NnujLn98wbTTnuSdqHgc4GaY1v5MnzpgjtWxoZAgmUYEmRgk4OKdrFszQCYKqyKMN7iuRYK2pbql2C2MlqgSaULtGQaxNYsBb3BdSdhGSSO9aWn3myzQKCecdTRqVsb2EkLiQHILHHFd1Skp0kuqMIzaZw/ibTJI9Otr5ciNnKgnnOe/6Vx7XOxSd+f0FeqalYi+8H3iuo3RozIQc4Zea8SkkaTnOM16mC0p2G5XNP8AtJW4Bz+NNbUY4lLSSbR9K517lWO2E72B+bHQe5NI0LXCYvJj/upwPz6113JLt5ftc3JS3YSBe23aq/U96YukSOzvesZI+u1SFU/rk02C5htU2xqigLtHtUhvCzEs+Qf4e1NCZ0RAYYIBHvWTeaMs0iSRSvG4JxjJrY5zjNLVtWJuZEYubRVaUCYf3l4I+oNSeSXnSaRmBH8GeKuTQB1YK20sMe1EceQM9qBMcGz1qbTtQmsvnhOOcMPXFR+WRUM4aJll3fu+A/8AjUTpxqK0ldDTa2PQdJ1qLUECsRHKOmTz+HrXULJ9riAJAmQZGehArx5CQQVJB9q6Gy8T3iRGGZVk+XaG6H8fWvGrZVyy5qex0Ktfc7eXVmljMazKR3MeP0xVOTUku0eDObiJcxsw4YDqK4BJpoJd8MpRixJx3zWpp965ZZ2Lb1b5Qvr3/pXNVwlSiuaWxtTcJOyOphunmRZb1FjjVdxB4xnjaPensJJkiiWYSxDlFjXlT2XPtQkEeoQKUkWPOS6SD7x9d1bdmksESwwxRsdwLNkcLnnjvVQlGSST0M6icXcZbWKWy/6Sz+Z+dZerI39omBAcBQVyACM+/pW9d3kP2SScRSOE+6cYzzWZZKLm7djIZJZI8kychVz0qMRh4yXKiI1GZy6JNMJCXXAXtzWhZ+GLaa2jmEzSRlRlexPf6Vu2lrHCkkaYAY5YA5qlPaeV5jW948CjACD7uPpRHAwp0+Zh7WTdjnLfTPPmubfLR+W+B8oyBTdT09bJI2Qkkn5ia2hbCRkm3neBwVPf3rG1SSQP5LTeZ0J4xXj1oLm0R0wloZ6se3X09atkeTEcnk1ZtNKYWIuSvzNnaPRe1Vr66iitSxUBwMHI71jKm07WOiDTOf1O/wDvKoIwMc1m21u1w25jTXZrmZmHat3TLZUQd81vf2cdNy201ZiwQOqKzFmwNuSSeOwFW1jJPAq0GVeOlNadUGetc86kp9TNJIaIgBzzUJkXcQO1V5bhmLVFGxzwKzUWDOj01UWCNskM5x7H61ZlutkLnayjHPHIrH0+5aNpCJAAUIAJ70xp3mUqXJB61op8qJSuRrG0krdyTnP9a0o0CKB7AVDYw7TJKeu35R6CrJGK5as7s6IqwlMkYrGcU/OATWXeXQwQDSpq5TZWupWc4PTNMhTOWPShF3ZqZI9ueetdag0jGUtR6DoKmTHY1GB0qVDtNZzdhbjo1ZpTx0qfkBiTTUO1WNI5zE/0qI6s0Rzmpv5l23zVoaSiiNmPPFY1w3mXb8Y5xW5ZqUgCnqBXXUVo2Bloxo3SomibpTg4HelVg3FcyZLIDCwP0p0EJ38jNWGUdTToR89JyCJLGMZqQUcetLjFZxfvFHIa8f8Aiav0HA+8wHtWbNFc+WWjRl9GxmtbxDcxQaj/AKxUYrgE8Gs5L9WOBdF27gPnFfoeAd8PE8qppNnN3byRTESApjrtBxmprW2muWHk7oh3cdR9K2Z9RnWQRxxmTPvRGHC/K5z3J7/yrqsZN3O8+H8kkFpLaSb38k5Uk5YZrrTnaFID8EOAeT6f1rzHwxrk9nqjxNIqwSr8xxjJHT+tdM2rWpOTeoT/AL+a8jGKUG1GN7mtOKerNhBFFKyywny34GQflq5FKkpPkYESnBIHI/u1gx67HEu1L5HX/a5x+dTR+J4EDANBz6HFctGM7aoqUUXLIyQ3FxDHHvLn5iRgL9Ks/ao2LQCdGfADrJ0B9jWFN4jhdXU3EaqTyB3/AErPOr2YGTcBvwNE1V2UXYSjHqzqrK3uLTcFG+MnIFTfZzcQSicYDcbQeh9a4x/FdtCxVZ5znoFU1APGip0W4/T/ABqqVKrbWImoHWLDHp0DefLvQjHl9c18/wDiu2ttP1+8tJvPCtIZEiUcbScj8K9Nk8doeDbTMPd8Vyuv6iut3SXBs1QqNvXqK78JCqn7ysiJSj0OMhaNgVt7W4RR1LLtB/Onuk+Pkt3IPfzBW8ttnqdw9McU4rgfLgfUZr0eQy5jl2huFODagn/fP+AquVulbebN/osn/wBeuqZSDk7T+H/16Y5yflXjuO9HKHMW5NRtoThpASegXkmn2801wCzRtGucAHvVlIIIh8sSg+oFO+lVYYoHalCgdKT86eq5oJY3FShFx60gj96eFA6UAV1tliyEdgvZc9KeuQcA1LSCPHWmAKGwec1LbyNb3PmKR5ZPzA9qRVUd8UjIrqQaipTVSLjIuE3F3O20/wAuWDKndGQCP/11oWb/AGW8jkXdgH5sntXntlfXenT5jcOn93OQa67S9Yi1CM4G2VRyp4r5bF4KrQlzQ2O6FWM1yyNrUjdREywSmS0kO7afuqc96vCGK4tgkckaS7cnyeAG96qWV2Il8tlDxN95T/StO0hshA4gUMC+7HQ7venhaynrLcynTcXpsNiZ7bzGZWMZjGMDkH3Pv/SqCvNJ8u7J3YA9Ae278KmWRpLh/PEyEnBBHG0H2q3am2gkmVIysZUHPY57D3rsk/bPlvoZW5XcgNtiGRnnj8xRnI9PSuetLJr+c8BU/iYD+VdNcSQ2KFYiWlkGACMjFV1eLTtPdl4bb19a5atCKldFxm3sV9QcWsCQmbdgcKO1cBrupm4neCM/KD8zevtWxr2oPHDJMBy64HsTWXo+gR3Jja4l2uSA6D7wz0rlauzqpNRWpV022yoJHWughQRgYrR/4RuWyhmmVljhUZXHOcdcelV7RVJQzrtjfoTwM1yV6Ulqy/axexVmc/Nnmq5GRW9qGnRraSNEvz8cd9v1rDwcZrm5bFJ3IzEzdKekW3k9KPMK8CpFkJ42ipbGIEUhjirFtEZZMZITOWxUBcqDjbj3rSsIykBLdW/Os5uyKjEstjBA6KcfWmM2RSGoXkVFya5bORskR3k4SE4NZJbexJpbuczSH3qKJd7Y6e9d9Cl0MakrGlpeny385ihZd2M5zXV6fZWpgVngiWVcpgjk46/X60mi2MNgkO+4gMjrhGX7x9h61a1K3stiz3Kn92u1MMeK9+lhoxp80jz51m5WRx93D9nvJYiclXz9BnNJGNzimDbIz88Z+6ed3ufeprdfmLeleFibObsdVO9tSXYewzUF0jiNxj+EGtS0Uwo0wYFG9KztcuEEUxB5AIA55qaVPqaKWtjlF5un4/iP862oXPlD6VjWKbmBYdTWxGhIPvW1XsXckLYBJpVkXPWmNGSCB3pqqVXBFYWJZa8wHvU1ufnrPByTmrdqG+YBuMVDQLcvd6Wol3L9Kcsh9KzS1LbOW8RwW8moFrgx7GX/AJaYrEktrThIUi3Huo5FbPiiFbjU0YMMbOhGe9Yi2MUJ3IXLHr82f/1V9/l3+7xPIrfGySGEW8WAcgdT3NOLNINo+73quwZeGlP0BPFTxOqryST6mu8yJokJbaiKc92GcVejaC3XA2hvpWTLqUMIIWVPwNU/7ThDb3mGPXNS0irnSNMrYKkse5JNNe8ULjaefSuXn8QxKwWP94f9kZqMavfNJ5cNmuT1YycD60rAdHPqMEMeZZFj9GY1Tglnvi+yY/Z+zFB830NZcGnq03n3cguJz3P3V+grVim8tcCncVi3FaW8eTtUk9TnOasJawN/DVD7Ue5pv25f74P40+YLF1raAMeB+NRiC2J4wPpVBr9yxBbK0nnqejbfxpcw+UuvDGMbfmFV28lxtZRkevOKrG7CNjdn8aqXurwJlVYu1PmDkLklpgFmZfzrKnhnaRbe3dVkfOGI6YrLfW5r1lji2+YTx9M9a3bYwQWw+cvJ3cev9KfMRyl4ShyAKmUZIFUvOy+FB468VNHJg9DimFy6qgDqKUDk1VFwAwXOKa5YHcpIPpjrQBd6CmlgvWq+53XJ4pedue+KAJvMUd6XzVqoDn7xqpfaikDRwqhklkPyrnt3J9hTEaL3cYbaDub0FPSbcOepqiiJHnagXPXHepQcUwLgPpT47iWGQOjYIqqrmnsQehzUyipKzKvY67SdeF0TFcYWQEAEHhh6j3rdUsv3GZT6g15kGZGDKcEV0mkeIzFthumOBwjAfzr5zH5bKLc6J10ayekjsDqN3nHnHj0Aq1ZzyX0UkbyhplIeN8DANY6SxyJvRwwNKpZcupbK/wB3rXkU51qTvK5vOEZbGuZp4t11e5LcBVA4FZtxqL3MLb36OMfj2rPuPEzWBZcGaPuprMOpQSkTpG9usgJCg53MPbtXdCt7RXJVLlEnMd3fCF4yPLf5N3QnPc12Vho6G3eSZCtyMYPpjpiuN0TzbK7im1ISC2cFsdifU16LpsySg+WpWPGUPcjsRXZhqUG7yMKs2tEV576aBJYprJ3QEASnAVz3OO26qccAmiQyrjachc8Z+lO1O/8AtUQjWUjPylSvzZ9/aqVtfqpkSdiAvAbHH1rjxtT3rRWg6KsQah+53ASFsk7lB+lY0hX5tpq4xa+uNqbc/wB7pmnNos4hllVc7OqrySK8v2bm9DrUkjPRARk0/FTvYXNvGJJoWVW4Ddx7GrNpp/2iFnMijacYrOdOUXqhqaexVsIPPlYkMyL13etabSKC2RjAwBVm0tore0MYJ5JyT1JrIuJMTvt6E5rnqK6NoMk8xm71n3dwxyAadPOET5TyazwxYse9FOnbUpysNUF84H1q/BEZGVBgE+pwBVaHhSKtI4Axj8a6FPldzGWp0Frd2kNvbW3nxi5hP32TcoyckCqusaul9NiFT8ilCezD6elZbYbrz6fSkAHbiuqePk4cqMFh1e49SRnLA/SrcHAA9aqVMpwgrz223dmyVjbCiCL5m/Lp+Fcx4inCRMqtgAD+da7XqGIswZWUAcHrXK6pOLhm/wBts49AK6aLTGo63E04DGTWurjHSs2xQiP7oOauhGxn9KmpuNk1IB680iDgGlJrMA2qSOKngQDdj0qEdatQjC/Ws2CHIxUYqQ49MUigVIADWcX7xT2OS8TRRtdqBuIYEnFY4McCZY4HrS+PdTk0/UoREmQyHj0rlItdkZd0kfJ7mvv8B/u8Tyavxs6EXhl/1UZC7sb3GD+A6mgRKykSSFifQ5/SsD+1X7yxj6U+31RmlwSHHseldxkasltvxtNQPDEi5mYH/ZFVbvVcYSNlHqTVNIpLtyylc/3m/wAKVwsSXN7EiGOGPa7HGcUQ3/kRhdjeuT396sro1q3MwZ37nJFTx6fahCiByT6sTSHYhh1NZFyp59KtpeqcZcA+5qlPpVmo3ESfgTWZNZW8Hz5OT03kt/hSZaNbUNUMQSNcNv64PQVVF0zAEcf7vFZ0NurNw5Y+4qzhYhtkb6cUh2JmuHc580fipoV7sNlZVY+gqqGV/uYz6E9ar3Nx5c+xN7Z6kEYpBexpPPPjbO+z2HWsiSSWeXy4QVXnax6Fuw/GpoRLffvMFIs4O7q3/wBar8UEaAKATj1q0iWyjpNlLAJAiDfJ1ctkj26VvWmmbH3vOx9VzgGoIkCncoxU3myr9w8+tUkZuRrLBh89KlCAe9Sqh7inFQO1UIrNAjtuKgNn7w60jf6xUySSMjNWsVDMvmPnHSnYVyGWTYMgk/Slim3oG6g0jrgFvlwPWqX70uVtWUqT8xP8P0FAy+5HYU9bdQN0hy30qOBFjU8knuSeTU4oAjaIlsgk/Wm7SDg1ZCt24pHXI5pgRAZp4/WnCMbQaMhTQMbnI6U09KmAUnI60NHk8VIDUuZEQp5rBfSrtnq1zZDaJGaLuCeR9KzXB3YI6UZwKxnh6c4uMkXGUk7mpLdLdruXIz1IPWt3TbAXumxSRcy2xO/PUg81yds6wzBznaeo7V1Ol6wXmzbBbeRVHzKcZwOh9a8ergHSu47HX9Y5lbqdNp7QNYiHyC4Rfnd13Z9hWi17DCq5kEE20ZJOcnsPaq9jqkHzFmEL45U/dZvb0NVZ7Kea687/AEdyzA4jOf51k5qMdCLXdywsElw6yeTlim5ierrnoPdqkklF7aXEKJFahkBIk+8OvB96lW9uYFeSaExQhQqICGJb1+lV9du0S0jhNt5SSYLnALKaHCPLd7sh35lYq6fp6RCVGIaXAw3cZrZitWsERlUTB+ZCTjCjv9eaz9BeCVZpPOljlQgOsh52it0TxLCZmPyD/PSnhcNDVsJyd7GTd3lhfRrGFdpM7gGBHPTJqqLZRcu8JUDb8y9Aanv775921Aq9xg8VArg23nAAhsDnnp1rhxSUptI2pOyEu3WCJjhTj8a5q5uArNmthkW5DGVyFJYBR19j9K5+WMSKUyd+7G0HjPpXHLCyunbc6Y1ElqV2fzGznNPhjySc11ehaBarGY7q2AuVfL+Yc5HbGO3WtCTTLa3lYxhEU9MdD68flW08HyQuyFXUnY4tVGalCnHFS3sJgvHBIIJyMdqi3YFebI0umJn2qSPnd+dNBHenLGpGaTGkOHJqUqSOKbBFnLGhzgkVKKSILqUpbMB/EQKxJAXuBsGcDn6mtS+PyqOoOc1m2Cs027HBOK6qSsrlNGnbx7FAqbGKcsRAoIIOKxm7sgQDFBGetJ8ymjdUiuOUVajHy9aqjpmtC1jM+wL0OOaiXYFJCoO1L/eFTyWckOepHv1qud2TxUwTUiuZM5XxCkL3ZE8aSI2flcZrj7jQ7G4z9mTyX9GyVP4f4V1/iPab6PnAG7J/GsHISPgcjqfWvvsvf+zxPKqr32cheW9zpjlpY18kf8tEbIqKCVblSVmdl/2QP8K32i/tISxYEcTAgkjkVl3+nyaUgkikklhX7y4GV9xXcZCQwxR8zSBc/wAJJJNXUvbVRhGGPYVzq6tbOwBLj681KdSsx0JNSykbjaipysasR60seoxjOAx/3jWCNQc/6lF20C+uj2x/wGpbKsdBLqSiI4yfasOS5Mrl85Haq7vPIuAB+VRsjQ5zIg/HrS3DYlNy3RVLfTtTftDBzvj6DJbcKqP9ouD8gKx+3BP40gsUfA2nPclu9VYVyxcXJX5w4ROwBBJ/CltbYSqpZ5drNkknH6VGliiNHu5O7r7VsxqqRjAP4Cgl6suxxbECIFwPWpVhY9dv4Gqf2gqoAycexq/E+UGKtEsmhiOOAKV3jVcx7nb0A4pglcMFULgnGDVwW69cg/SmTuanmL70wk5yKrJKxYAipt46E0yh6se9QTytH/Caf5i+tRXBMi7UYe5PaqEU3M1wQmNo7mrsNsETan3RVFhcouXxtHTBzirVtdRuoBkX86LgiyIwKevB5pjN/vCml8UAWt6+tMdwelVwxFKrEnBoAkLMe9IM96XFGKdhgOuaXe3rQo5pxGP7v41IEZJPWmgHPtUyqO6ihk9KAG+X74p2ApDLkH2NJsJp23ApMC9Bqs8a7GbcvvW2lxHeR4jcAf3c/wBRXHsz7iAnHY5qo2rXFjcExb/pjg15uMwSqq8NGb0qnK9T03RAYppbaaQywXCDO/kqfUGrTRvBd/vZMiNfkaQ5GMmuK0nxfbXH7u6/dnOOfun612kd7FNY+RcYmjZyEYNg4/wryvZVYfH0Nm4vY1UitJZ/tKH97nBccA54C1bdWt7a6h3KyFgWYnnJ68flUFokEVkirEswjG5WjPO7GDn3qggmim82eGRl3Z9fpmtnVSjYzcG3cmtbMyI7zqJo93zLnHPb+tJeLHtFnCqwgHapHUetWm1ULuaWF40z+7RlAOMda5zU9X0ozynbctKpJ44rF+zaLjCRbllEcDTxsVIQjLDggDFVdB057zErK+xWBDgDKsD0x3FULnUIdrwRoR5qoI95ztXvW5p0OoWlzFbQYNjIxy/RwO59q2hHmatsgnorHRPZxyZycE4IYHBC+xrOvo4Az+a5aIcljVm9uTa6c/zHzU/hAySPQ+tZEUsmpxpDBIBct8xz0wPaljPejyx3MqWmrMC4YNdtsJZM8FutNYYNbp8NMkQaS6BlyQ47fSqF9YJBAksbkjowPTNeFUoTi7HZGpGxnKMGrCKxBwpP861NF0RNShZ2lYOGwVAwBj1rYuLO1sA6rGFATOe/XpmnPCTUeZgq6bscyBtUZ6Dk1Xnbgn1q5OEWRnA4IzWVLKuw1xpHQipeOpR8HkinaauyNe/eo5VDgKBkk8VqW8IjtxkcgVvzWjYLkoORRxSA5IFI3WsyRH5poNOpq8GkxNDvatPS9wYBGAI65rNH0qxZSYlJIJwexxU9Q5dDeKPM2JMAbjkgdaoSDYWGeF6CtFJlSIE9xmql+vyg+tU4pu5MdjzzxhcFL6FBGWba3GeOveucM0sgKzuEUnIwc1veNGKahGwIHynqfeuRa4IXe8JYHpmvtsB/AicNRe8X2m3ALH0Xv61R1DUI44miY7ywIx61TbUnlXy0j+Y/3u1QR2TFxJMxJPdq7jJoyl0xGb5eQe9Sf2QAcjH5V00OmQzIocDjpVkacFyFk49CM0COVi01lbc3lKP9nINWF0l1ZirldxzkE8frW4bBkLZYuvoad9nymGJ/ClYs5uSyljDZmJ5z7mkj0+ONshefcVvC1I+6D+NSw2LCTJGBRYDNhsWYD+HPtUv2BX4YA7T1IrbEAA5pPLHpTE2kYTaUrEnzGHsBxUq2EijCyDHvWz5SHtSfZ/agW5ipE6tsdCMVdgAK8Agg9DWiYImiw4ziqzRBH/d9KpCaLCthBtG3NI02wZY5qLe7fJnGe/tVdmAXJOMUMLF9I3ZdrN19KlSJVNIhYjIA2+1MO6UmOLd7vnGP8aoglkJGVRh+WangREQBVx3PGKYkQRQFB65JPerCqetMCCdVIPFY80BhkLxKB6gVty7myMZqu8Y/iQ0hla3v5HXDg5q0W3daiFum7coIqcKnfIpgIHxUgk/CljhjfHzYqYwKRgkZ9aYEW/PfNKM09bcLzuWlYFehFACKPWlKUzJ9aC5AyTgUXAlozVY3AzwxNI0rbCylTjsRildDLRcDrSN82PTuKwmnu7hjllRAegakEt9CxCTKyf3WPSpuOxtvIFxniqlzFHN8pAJH51jy3z+YSud3qatfbAYyQ2SaQCwWmD+8IIHTFa9hfXdqV+YSKvAG7jHpWIt27QoyAsDnOPTvWhBMTGNsZJ9DxUOmp6SHzNbHd6ZrcTnBl8psY2scfka0LrVJreKWdrsiJVrzn7LLcDezshP8KsRirzPPLGEld5E7hjkV51XLVKV07I2jXaVjaj8YR3sUgjWbcRgO/Q/SqDsSXz/FzWe4CR8DAHYU+xuVMgRs/iMVjicv5I80DajXTdpHSadANTgtgrCLVLbBVJOkijtmu10y3upbdpZ22TO3zKey/wB0YrhtP/ebpASoGCCD39a6u01yeOLZIglXGAc4JFcFHFKm3GWhVWk5aoll1XdfS27RARlwFc9D+NaUNlbIJYAw80rvZgMEe9Zn27T2AD2rAg5xjPNPtb2Cfz4ILZoZCgIOcs4B9e1awxFNzu2c3JJGhdL9ntnh3qWcY5H61nQWpmeO3EkBETbmEnQj2NRSajFqjpFbqYpEIB8w4z6irK6pLZSi2FmWkLbUYdDVLlnVu1oTexrPZgzPNb/upWAUEDj159azdTZwvlzHdjnPdq0ZLuQWcswXIQZbB5/CuYFzJf8AmIiStLuOMdQPejGpOHLEdJWdyjMAeFGCxxise7UqzAiurmtnsEjWVF3NyGPOPaqL6fbXs77iGdRwM4HOea8ONBp3O5TVrmTpdhNcybtnyjoavXEfk5TOSOtaumI2n2phK7gMYKnms7VJUmmYogUdOR1qKsbMpO5UjO405iD0NRW6nYT708nBxWaLEJxSA0MwGSaEIYelJoCRRVi2UZbFQYNT2x++azd0CaNCK4Cgh1LYOB9KZOQZHI6N09qgXk07tmkpO9h8qOB8cSNHdxrHmR23YUDHeuahtZ3lWWRwU9PQ11viyIy3yAOFwhJ+ma5QRXTSbVIkTs46GvvcBH/Z4nmVfjY9YYI3JWJTk9hUgnjjcB4VZakWzuWQK20A9aVdKXozkr6V2oyYnnWmcxxIXOAAFGatmFvSm21jBa/6uJQfXvVotmqsTcrfZyetBt+2BirHWlxRyhzFZbYA5xmpPKB6Cp1U96fsGOKVguVTHgc1Fs56DFWmQsPrTRHjrTsTcgMfHUVA+dhIb5h2xV5kHaopVwhYLn6CpLRSEoIxURfD7c4FDkchPXJqnM7HJzVITJpplUEVTaRZ0zLkDIwMnJpFG5t24n609jKI8RsdwOetAXNdFYN+7mkBQfeOCT+dSeeqOVnuVVj/ALHX6CpwilfLBx79apXGmFWjkZ5H2EkbWHH4Y6UySdrthxHMAPQx/wD16rprXz7J4drj72GzxUkdvcB9yqowMguAwNTxTzE/Pbqc9SrYI+oNMCEanbdDc7MdtuaBqNmvLSOxPU7abdpbK5kcohcfMpUYNYx3tJujtyY/Q9fw7VNykrmwNRgJJDEL9KkS+gdwuCwPcjisaVUgIMo2knAbtmlEiRqSNv4UczKsjdd4UGSyrn2pgvrdQB5grnprsybecAZx71CEd13K3PpRzBY6VrmF87WK7um1jzS52fduJB7M2QfzrmQsgP3+e4qZJ5FbBIGfSi4rGldahcodoZMdmUUkdzJOAZpW2/3QcCs6Vzk7Y96d2PA/Cq1tdvv8oj6H27UhHQyXEOBkFVH8IY1Sdnmkbynby/7h6VXQDdkyKcf3RxUbaoBGY4RuPdV6mkUi88ohjZmbecY2gcColu4LqAOJdme3cVRjmmuG+6vPRVGas2+jTCQumAGOR7UWC6RKdqJ8pVcd2ySajgilu5MQh8H+JxyfwFaNto7xuHeZpD6NyBWrDEluAEUAD0GKpE3MxLTZGqzKokHORxg+v6Un9rJAdiqGO7ac1LqDNcTsmAAoyMUafaWvV7aFpf4mZATmhgmTRa3DJKkbYCscLg8n6VoJcySuwjhYRgZ3txn8KWJoYwEWONT6qoFWPNX1oArFt1x5TIWPY7DirKWaBQMBcepqOS7ijcIxwaab9CCI0Mjj+FSM0CNmxvTZ/KdrJjHynp+Heta0uElwEIJHYnFclvkb73ykdutWoJ3hOUNeVi8qhXvKO50U8RKKs9TskbcuaEYrMrAkEcgisO013y8rMMA9x0/EVsQXUM8Y2OOBnNfOVsBXw8r20R2xqwmjRms1uJE1C2VTIpBkjU5JINaNteNdpuMPlqH2xqRk+5/lWHb3MlvIJInwf9o9a37LU7eePaMRlvvLjAJ9Qa68JiU1725zVaTWpBrU8KwuiySkkjCxjg+v9KlsIHgtPOVTmYZKfxAfWqctlqC3huI0WRNwfYDwfYVejvLkPEkqrEZGJVQcgKP4c+td0GpNt7GDulZFfUplHl/JIsjDtVCGBwA0Hlh5G69ce1JeTNc3tzEHMvlk7WXoPanRXaXYzDGQqjLEDbux1H1rGME230NU3YvCUIG8xhvB5yPSubv5zJdMSo49eRV6GW4bfGkUkvmH5VHJA96H8OyRRRSSyhfM6gDG2vNr0JSbaN4TSWpkRvsXGKkt4JrucrDGXbGcCtCTSYGh/dBnnV+GHQ1uaQEsohb3MQikRcliBgjPXcKMPgpTd2E6ttjkmt5gzRtEysOu6ok4+ldfeG1aeQIwYnlvQfWucvoo4ZWSPof0rnxFH2Umiqc3IiUg9TxU8RGDg1TUHpVqDhSMd65LGqZYTinCmZzSg8M1TGL59S76HF+J1U6kd/8ACgA+tZkRAjGBWhrUZm1ecnnGP5VXWIbQAOK/Q8FG1CPoeRUlebGAj0p2wnpUoQY6U4LzXUZ3IfLx1pNvvVjy8ik8s0MCIJ60hXjipCjDpinKo71IEQpcGpNo9QaNgx0plDAaCMinbKMU7iZCVzSAHuKmK0ioxPI4pWC9ipNYwzDLD5uxHBqn/ZjQknBbngmtsIBSllHHFOwrnK3GnyIxaLAz/CapOtwhCvGUOM+/4V242t1x+VRyWkEmMqOPagm5m28sI+WMrgelWC47qcepFUN8cq5wGH9/vSy3ItoQzN5ik42sOfzoLsXGcdqTzU/iYH6nBFZH9sqrEPCVHrmhb9J/kCKp7beppNjsXLm5RQAuwp93LjOD6+9UhK63OIkV0IJJUcLTDA1z+73OEIwR/gatJAtpbhUBIXsBSuMaTFcwldgOexqnJZmJf3aDH93PP4VWE7RTlz8iPnAXjH4VYimZl3DGD0yKVxkcUETDLKAT1z1/GrAiRegqpPG7v50Q+cdx3FCyl12M54688igVyZ1Rm6gewHNNMCN6imB1VjgHp96l3GRcKcmmIleCN4wjDgDFZc0UNnKVGXVuRhiTVyOCST5cMT6KpA/OrcGjsXPmEkZzg9KEhGAscsyYiV+eqgYH+NXrLRZGA83KJ2VeK6GOxSNcDrViO3AX5iAo9aqxLkQafpsFvCABuI9a0VCqOSFWollDPtgQO3qegqw1tFJjzh5hHQ9KB3uUzIGfaPu+3GasrtRCNu4gZAzyarXqBFC27KrA5wwyCO9Q2RkaWR2LIVXOKAsVvNkklbKksSTtC4wMdKWLU4YwqYYZOOR3q3bQFg8zjDOcr04FUb+wjgmS6jJ84Z696ALommZS7gKv9wnr9ao3eqXC5SCJs9m4wPwp8FwLiPcxw3elkjXvzUjMsm5kwiShnbqSa1NMje0gCEgkc8evrVcR7WzmpnnEKZHH9aANtLvcM5pxnx3C/U1ysutGRCixOue+KrG9kPH2gnH3lXrRcOU7EXY7OD9KtQ3jwkFW2H61yVm17O5xHIidmbj9K1PsKMgE8kjAdBmiSU1ZoFodPZ+J4lYI5cg/xRjIFdFZ3sc0a+WwZ268Zz9K4aKaKFNij5fTNSRXskUgeMlSOuD1rycVlVOesNGdEMQ0rM9CM038M8ij0DVPprfaYZrSZ+pyjE4O761ymn+Jgvy3eBn+NRx+Irfs545VDxSA4OQRzXhVaFfDy969jpjyVFdblmCNbO5m86QxJsOcfxY7VLGY/Mcq5tkZjhwOmRyv16UjXUV3CILojAPyvjBDeh9qfe2Uk1un2eE7zJu+XkCu2hVi6ZjKLQ/RUkMsr/NEdpCP2JzjNaQgf7PM08e8lcksf1x2FVLD7ZHHFDPEgiQ53u+3j6dqszXizxXMM8oiw2UA7Dsfce1bxlHkZk073KNlb5YHe/Tt2INbQRXjIcAlhhsjvWLZG6gtw9qEkk3FWHcr64q7ZvK2XmQgYIf25rTDNJMUk2R6gkTscQhRtGQR1rmrwRm4byydg64HArXe5WS6nhDNgN8pNXYUt7aUqkS+ay4kMnGAa8/EUHXk2jWFTkRyarnNX7CFHmEcowp71cuNKihnliLeZxlfatTSrc/ZJEmjTDAAY5Nc9DA3nZmkqr5boll0iA2RhhC9MqRzzn1rmZV8oShuNuR064rqGsjghbuSJEUAKDjn1rkr9yIZmbnHDH8etb18NGM4pImlUbTbOOnlM1xJK3VmJqMCkQHHNPAr6qjHlgkcUndgBmpFXHNIvBzUmcgHFbpEoNtNop272qSiMoScijk8FcU6lJpAR7OcinYoLbe9JvHc0DuHyA800FT93pTWUOeacAFXAoRDYuR6Gik57mjdimIDzxTRGeuFx7UocHpTTJimA4DbSlqjMme1NY7ujEUgOEj8Y2IPzw3BJ6kIo/8AZqfP4w0uaDYba4JyP4FwMH/ezXD0Ug52drD4s0lVKS2s7LjjManP/j3FFr4z01JcyaU0KhTzEytk59MLjqe/Uk964qilYXOzuX8c2SXCiKxmeE/ed2CsOvQcj9R6cdy88dWZYC2sZpEK/N5jBOfTAznHHOR16cVw1FFg52dFceIbe4PmGGRX/ucFfz468dqSLxFEsZDQyZGcDOR7+mM+w/Oueoosh87OgbxL5vDwugxjKsD+mB/Mfzpp120idvKs3YHqzvjdx3Xn+dYNFFhczOql8TaehVINPeVAoG6Tahz9Pmx278frVqPxjp0drn+z5fPHSPI28nnLnJ6e3XOMVxdFMOZnb2/jPTW3G4srmE9hCyuD15Occ9OTn8MCktvGtmdxubW6jx93y5BJn88Y9OP0riaKA5md63jfTSpAjvB9I0/xpo8aaaGBZb1/Zo1x/wChVwlFArnoqeP9MQYFrdfUIoP/AKFSS+PtNaIqkF4pPU7VH/s1ed0UD5mdovi3T/M3SR3bH1KqcfT5q6xbpLjT4pI9yrcqrAN12kZ5rx+vU9PVZtE06PPzC3jIb0+UUFRkzVQBUCjoKhkgaZlBfGDnpT4DJja7K2O4GKkJCqSaCjOl01BKSszxg9QuMGmLazmPiVCvcNxj8quAfa5GBzsBwAOB+NTNZwkYfpQBiNKCTHGDI6nHy85P1qOOymmmyyq/qPf+VadnHbi68hG+VfyXvj61cTC8k4otcLmJLpdx5ZG0Rr/dVc//AFhT4LSWBl+yWao3eSTkj8a2zcIg+UZPYmqzXY4wVP0pWDUj+zyFC1zO3TkocYqJXhjBVd7e7HJqYu0vIxx6nFUJtoYEYZvY9aEDLolcxfuyF92FPEoUYyM+prOjuX3YPSkuJsnC96TGi3caikakD5iO1O0zX7+3lxbMVH9wnINY8sTTRBG/dqvVgOv1q5FJDbwAho8noPWsqkI1FaSNE7HdweKop4oluGEcjYUknjPqK6q2uZI7aNI53OF4VW5rxlZ5LuEGOLDD7o6YP9a3NL1fVLDB83931McpBx+VeTiMs5lembKvbc9EZpH4eV2GeBmrsE9vcwC3uyfMVdok9PrXJ2PimCZh57hCB83b9e1bkV5FcR745UZMZBDV406WJoS95OxunTnHQ14kmsUdggnyMJKOQBWjukghkcLwEyq9+Oc1iWV7LbbhGxwBkAnNaI1iGeIrNEwDf3Dmuyhi48tmzF0mV7Rre/mRrgqHZQeOMnPStSGWC6RZCAdrFMHnmsjzNJXOLWQnGMHpU0F/bTYhCrBg5VsYAPoa0o4qmm03uRKnK2xLewmO5ZwgTHPHcYqxFqEMEEMaRYkcj5cVSvZ54b3z5xuAUbSvQe9XhNHNGj/Iz7d5Zfp0qqclz6Cb0sTTTedZyNEYjg4YHpj3rlNdVP7NkkBCkDaVNdNMbc2ybgD5qdM5wfcVz/iaHy9DZ94bc4GBWkoupVjccXyxZweKXFPxjtSYAr6FbHG3qIoGeacHwMUw00nFUCH7hSlsdjVZ5NoyDn2FU3N9NIQAsadznk1Nirmn5ijrUP2pnkIWNh7mqcVkySh3lkcjoCePyq/QFxaM0Yo7ZpiFzRmkoIoEJkmms4FOqNkJqRjSxzxSZoAoPFUAjPgHFQNKQCB1NPb7xqCNGZnMmBzxz2pCPHqKKKRAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXsOj2ytoWnMDgm1i+n3RXj1ezaJ/yANO/69Yv/QRQVEjeymEhcsRgdByDUh3MgUn61pYqvcRrNb7mGCvQjimalZUWIHb09Ko31w62zKoJLccHFSyyMsQAPGBVUqCNx6r0qbiJbONbe3QKoEjksxB5HtTbmaVh8vOKpyyuk9uqnhmOfyqtqF1JGm1QoDA54p3EWmMrR/vSqZ6/NnFR+Yq/dmy3bFYj3U0jBGc7T1xTvsS+aV8yTtzxnr9KRVjWa8Ij2jqe9MSTkFjVV4xCg2sx+pz2pYvndVbpmlsBcZsZbFR+dkHb19apNNJJePFuKpjovFOiUC4EQ+4QcilcewjylhjHynqc8k1Ys4LYHMwVnPrzitGO3icncgP1q7Hp1qZdxhXNFgciut+sZwiYFKbp2IQrweoUc1fOlWp7OPo5pYoUR2Cr+PfpVWIuQRRq2MgbR/CBxWhaSzW0heN2RvUUo6VYSNc9KHBSVmCdjTs/EEsSqkyK4H8WOa3LTUbecfI+GPYnBrlRGvpTgig8CvMxGVUqqbWhtTxEkdmu1s5Gfek8oHO3iuXivri0nWOOQ7fRua6KxupLlAzhQf8AZGK+Zx2BeFldSud9KXtNzRtdQkhXypwJ4umJDyPpWnp72RYmMeWQMFX4GPrWNRGxPU1FHFzg1fUVWhGxv3cLyooi8leecmub8VotvpHkmcSDeAsY5x3zVhnbb1rB1z/U/wDAq9fCVnKsrnLKNoswGOOKaTk5NDdaq3cjRr8pxX06OPcfPcxW6bpHCiqB1NLpzFbA8dXPQVTeQ3V9HBKA0eemK0YLODeW8sZUjFMYkETxoV37ueTnrU6kg5IqYRrtHFBA2GgGJuz/AAmnA5oX7ooFAXHCjFNbpSoxKDNAhSaQGlNJQAZzQelFHYUDI3AHSmN0p8n3Q3eojz1pMRFKN/G449qbt96VuDxT4YEmbD5I+tAH/9k=", "path": "030270.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.
030271
Women Tops & Tunics
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", "path": "030271.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.
030272
Women Tops & Tunics
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", "path": "030272.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.
030273
Women Tops & Tunics
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", "path": "030273.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.
030274
Women Tops & Tunics
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", "path": "030274.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.
030275
Women Tops & Tunics
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", "path": "030275.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.
030276
Women Tops & Tunics
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"path": "030276.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.
030277
Women Tops & Tunics
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"path": "030277.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.
030278
Women Tops & Tunics
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", "path": "030278.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.
030279
Women Tops & Tunics
{ "bytes": 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ypwyEMD7ivVvDmqJq2kxTA5dRhwfWvWwNW65GePmVG0vaLqbVFIOlLXpHlhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAdq+dPjTET4uQY4dBX0VXiXxhsSdfs7jGVZefwrCu7RudGGV52PPLHwy+r2ubb/j4hG8L/AHsdqq3ukxyXAKW0lreKfnRuFOO4ru/hzNEvihVJBXaeK6f4gLY2VqZTGvnS5KnGT9a5qbfJc66llPlPBdULl3eQkn7oJrJCjyCx6AcVqa2/7wonJJyazJyFtVQdepraGxlMrQpubmtNEVE/D9aqWajOT061pWNu95dJFGMk/p706krasmmi1YWfmyAEfKOWP9K6D5IIS7YVVFBit9OtwGb5R1PrWTJPNqdxshViv8K+vua8uTdeV9oo7UlBW6kYjn1S+GASzHCjsorrbKzSzt1hTnHVsdT61FptgtjDzhpWHzN/QVeGTzXHisRz+5D4Ub0aXL70txOlKOtKBzTsCuG50WG0UuKMUAJ2op1GBSATFJS4paAEoxS0YoGFJTsUUAIKXFLinCkACloopFBiilpcUgGjrTulGKKAsbHhqPdqTvj7kZP5kCupY8VzvhniS5P+yo/U1us/PFehh9IEPcdmopSKC3FVZnxmtgFZ8d6i3VCZRTBIKQFgMakDc5qqJQalRxTGXY26VbQ8VnxsMg1cRgRQInHJpGpFNSAZoArsmR0qtLD1rR21E6ZBocRxdjn7qEEHitTwTqhsNXNpI2IZxgZ7NVe5TrWVOrJIsicFSCMU6VR05qQq0FUpuD6ntoNLWT4f1JdT0mCYNl9uHHoa1q+ijJSV0fMSi4txYtFFFUIKKKKACiiigAooooAKKKKACiiigAooooAQ15j8YLX/AIllvd4+4WXP1xXpxrnfGelLrHhi8tsDdsLL9ayqw5otGtGXLNM+XdD1u503XIpUkxiQA8ds10Xi7xZLqjLvlDBOAAK4TUY3tNQdGGGViD9RUsIIQSylSp5xnmue1kdjbbK13I9xcZHfrUEkTOR27VLNdF3PlIcD2quZZC2GP4VrFOxlJq5YjUqNo9O1a2k3F9bRtHa6eXkY8ylG6enpV3wja7hLeSDJzsjz+tdWT8oGa83FYxRk6fLc7KNBtc17HNromoajIHvZREo7Dk/gBxW/aWEFlGFhTBxgsepqdDmnivMq4mc1y7LsjrhSjHXqIBTwKWgVy3NRcUmKWjrUjExS4oooAMUYoooAMUlLS4oASgU78KMUAIBSmnUYpDAdKMcUUtIBKKWgUDAUZpcUmKAFHSlpopcUDRu+H32pcfVf61rmT3rG0RttvN/vj+VXy/NehR/hoh7lhnOKrOS2RT91RE4bNbCK0yugzjioRL8tXpHDoQRWLdTpESM4oQFxJvm5q2hBGRXNLqCmTGefWtq1l3BTVWsNGnGT61cjfFUUINWY6VgsXVbNSqeKrR1OvWkJk6jimuvFCt2pwPFWSZ1xF1rLuIxW9MhNZlzFwfpUTRcXqXfBmq/YdSNlI37qU8Z7GvSa8PmZ4ZlkThkYEV65oGqJq2lxXCn5sYYehr08BWvHkfQ8nMqHLJVF1NUUtIKWvSPMCiiigAooooAKKKKACiiigAooooAKKKQnAoAD0qhqk0UGm3LyMABGc5PtVHVvECWcht4I3mn/ALqjgfU15T8QbjxDa2RuL2cJBJkCNWzWc5WRpThdnjviWVZtYuZExgykjH1qgrItuWZiSOAKJsyMT3JzVWZnXK9qxitLHXKVtRHndzgHC+gpIkZ5AATk8AepqNQ3JNa/hy2FxqsRIyI8uf6frWlSShBy7GUVzSSO20u2FnZRQL/CvP171oc4qKNdoFTqua+Wqy5pNs9qCsrEkY4qQCkXgCnVzNmiFxRxR1oxSKFxRj2pwopANxRj2p1FACYowKWjFADSBRS0UAFGPagdaWgBMnNLRS9qACiiikMMUuKSloAD0pKWkoAWjNFJQM1dKfEUq/7Q/lWhkmsfTJNs7pn7y5H4Vq7q9Cg7wRDJOc07FRB+KlVgRWwiKQgdq53WYWm+WPJdjwFreuXxnGOOSa6Lwb4aM0/9p3keV/5ZKT1961owdSfKjOtWVKHMyr4Q+HFp/Y63OqmSS4nBIXOAg7VV1zw5NoFwDHuktGPysR93616wBhQBUN3axXlu8MyhkcYINetPCwlGyWp49PGVIz5m9DySFywyCMVdjbNRavp0mjak0LZ8pjlG9RTInryJxcXZnuQmprmRoIanUnGaqRtmrMTDpUWGTKaerVGKUcGmSPcZFUbiPrV/ORUE6Z6UpK4LRnO3kfU45rc8Bat9m1CWxlYBJQCmfWs67i5PFYzs9rdRzpwyNkYopVHSqKQ61JVqbiz3UUtZeh6kmqaVBcoc7lwfqOtalfRRkpK6PmJRcW4sWiiiqEFFFFABRRRQAUUUUAFFFFABVTUJXSDbH99uBVuoXiDyIx6L2oAz7XS0iUsw3Sscs5715X8a7jy7W2tt3GScfhXtOOK8l+M2lm5sIrhFB2nB9ayq6QZvRd5nz6kWY93uaz7lQoZuetbtzF9mtQO+D+tYtyR5YU+mawpO7OqqrIijj3W+feui8JRfvblz/dVf51j2KhrX3zW54ZxHdXCk/eUED6H/AOvUYqX7qSHQjqmdcvarCVWTkip1OK+bkenEmHSnjpUamnDNZM0HinCmA04cikMWikNGTSAWkNLmjn0oGA4oopM0gFpKOoopiAUtA6UZoAKWkyKM0ALSim07NIYEUUtJQAYpKXNIaACkpCaOtMQ6OUxSrIvVTmtlJ0lTchyP1FYmPWkBIO4HHuK2pVeQDeV+eagn1KKMEI29vQdPzrHeRm6sT9TRFG88qRRoXkdgqqOpJ6CtXWb0iiWzpfDGlT+JNXAm/wCPSDDygdD6L+P8hXsMMSQxLGi4UdBWR4Z0RNC0eK04Mx+eZh3c9fwHQfStuvosFhvZU7y+J7ngYrEe2npshcUUUtdpzGNr+jx6tp7xlR5qjcjehry2IywyPDKCrocMD617V1rhfG2iEY1O2XpxKo9PWuHGUOZc63R6OAxHLLklszAhlziriNzmsm1mVgMVpRvnFeUewy3mnr0qFTmpFNAiROaVxlaF4FL1FNITMy6jyCaw7qId/WunnTcvSse6h4rKaNoSRq+AtWNvevpsjfu5PmQehr0oV4YrvZXsV0hw0bhuPavZNJ1CPUtPiuYzkOvPse9evgK3NHke6PFzKg4z51szQopKWvQPMCiiigAooooAKKKKACiiigAooooAQ15v8SJGuLBY84Bfj3r0duhrz7xikUjW8XGd/esa/wANjfD/ABo+ddaVo7916oePpXOXr7pMDtXc+KNPkstXnhkQqCcqfrXJXlvl0OCSTg/WsKMrWuddeN1oS2URXT0fnk1o6Wfs96khOAx2/galaDy9NUYxtHSq6kfIB1rOo+a67msI8qR2kZ7VKG5qhZzedbRydyOfrV1a8GcbOzOyL0Jg1PDZqDNPU1i0aJk4NOBwKjBGKeDUMpMfSikFLUjFxRRR3pDEzmjApTyKQCgBO9GaUikxTEFGaQg0hJzQA7aKXApueeaXdQA6img8UuaAFJooopDCkJpc1GzUxClhQDTCT2oBNOwrkhOaYeRgU4Y65qItvOFoSBinArvfh1oH2i6Or3Cfu4SUgBHV+7fh0+p9q47StNm1bVLextxl5WwT/dXufwFe7adZQadYw2luu2KJQqj+p9z1r18tw3tJ+0ey/M87HV+SPIt3+RcAo6UtFfRHjid6WiigAqGeBLiF4pF3IwwQampKTA8l1jTW0TV3hAbyG+aNu3PUUsMnPFegeItJXVdMkjUDzVBZCfWvMoneCV4ZAVdDgg142Ko+zndbM97B4j2sLPc2Y2GasLg1RifOKuxHjrXMdT0JRTh0qOpE5OKaJYjrlazrmLNa20Edaqzx5FDV0KLszmbuHgiun+H+psk0unSH5SN6Z9c1j3cWVbis20nk07UYbmPgo2fwooT9lVUisRS9tScT23rinVVsbmO9s4riM5V1yKs19CndXPmGrOzFooopgFFFFABRRRQAUUUUAFFFFADJGCoSemK888TafNPMt4SfKV8gCvQ5U8yMr61l3dhm3ZQAeMVE48ysaU5WZ474405NT04XUO0yxL8ydyBXlRjJkGQAw9TXuF/4P1KK8lvI8sG4CZ61e0/4Z6bd6ZJPeWgjupFOSCeDXHySbujuVaKSueC3c0kkXlxoSSKWysZzl5V5IwB6V0upaXb2Op3FmsgDW8hQ8VCqQp1mJx2A61zOo0uU7IwvqRaQpVZYWzw24fjWqBis+2yLvcowhBGK0BzXmYj47mqVkLmnqabTwK52WiQHmnjpUa1IOlZspEg6ClpuelOFQUO7UlIaWkMKKKUdaAExRSkc0YoAYc0hp9IRTERnOaM5p22mEUxC5xTsio6M80WC5KGo3VEDRmiwXHluKZkZpuD60FM9qaQh2cUcmkC07tQAjMRTM4Wkb5jXQeEdBOva2kUi5tIMSTn1GeF/E8fTNbUqcqklCO7InNQi5Podx8OvD/2DTTqc64uLsfICOVj7fn1+mK7qmKoRQqgADgAdqfX1lGkqUFBdD52pUdSbkxaKKK2ICiiigApKWkxQAmK4TxvogiA1W2XBBxKB6etd5ioZ4EnhaKRQysMEGs6tNVI8rNKNV05qSPJbSfcq4rUhfis/WdOk0TV3iwfIkO6M+3pUkEuQK8KUHCTiz6OMlNKSNJSTUyVWR+KnRsmlcmSLHUVDKuRUo+7QRkVSdyE7GVcINp4rGuo89q6SaMc1k3cQxxWVRHRBnS+BNX3wtpsrfNHyn0rtq8Wsbp9N1SK6XICtzj0r2SCZZ4ElQgqwyK9jBVueFnujxMwoezqcy2ZNRSZpa7TgCiiigAooooAKKKKACiiigANIRkUtFADCinqBUN3KttayytgKikmrFc741vBZ+F7xycFl2D6mom7RbKguaSR4NqcpvtYv7vp50paqQj+arqx8mleMBwa8KUm2z6SMUlYjSPaRU1I+BjFFcdf4hPcfinLTM04VgxomUYpw9KYDThWTKRIBmnDrTR0p1SUhcUUZpM0hi0oOKQUUAOpDSA4pc0BcMUlLnmgGgBuKTFPpO9AEZT3pu3mpSKTHFVcViLbRtqQjFNPFFxWG7aWloIpgJTWNOprHmmhMYqksAASTwAOSa9w8IaCuh6HHFIo+0ygSTH/aI6fQDj864L4faB/aWsfbplP2azIZcjhpOw/Dr+VevAYr3srw9l7WXXY8jH1rv2a+Y6iiivZPOCiiigAooooAKKKKACkNLRQBieIdGj1fTnQj96g3RsPWvMbaWSKR4pF2uhwQa9nPSvPfHGlG2nTU7dMK52y4/Q1wYyjzLnW6PRwFfllyS2M+KbOKtxvk1i2tyCB81aEUnvXlXPXauaqNjvTwc1TR8jrU6HIzVJmXKJIoOTVC4iBFaL8iqsid6bVy4uxz15Fjd7V3HgTVjeWUlpIfng6fSuUu4h1xxUOh6gdI1uKbcRGx2v7irw1X2dVdmTi6PtaLtuewmnDpUUciyxq6nKsAQakHSvdR82LRRRTAKKKKACiiigAooooAKKKKAErz34p3ZXTbW0U8ySbj9ADXoVeO/Ea9F14hEIOVhTH41zYqXLTZ1YOHNVVzjAAKJTuC+1PxxzULHmvHPev3EccKaUDimk5P0pe1cVV3kQxaetMBxTlNZMaJRTx0pi08VmykSL0FOpgPSnE4qGUhaAKBRQMUGjrRRSAKKKKACjNFJQAtFNzRTAdSUgoxQAppuM0ppRQIYeDQQaUrk0Yp3Ab0BpsUUk80cUalnkYKo9STgCnPwv1rsPh1o/23WWv5UzDaD5SehkPT8hk/lXRh6Tq1FBdTCtUVODk+h6NoGjpomkW9lGQzIMyNj7zHqf8APoK1vegCivroRUYqK6Hzrbk7sWiiirEFFFFABRRRQAUUUUAFFFFACVVv7KK/tJLeVdyOMGrVB6Umr6MabTujxa7t30rVJrKTrG3Ge4PSrUE3Sum8faK01uup26Zkh4kx3WuKtptyg14OIpeynY+iwtVVaafXqb0T8dauI3HXisqKQccgirkT7hwaxRrIug8VHJyDQG496XrWhBQuEBBzWHeR4ORXRSrnNZV1ECPpWcl1NYy6HeeDdT+36KiOcywnafp2rpa8m8KakdL1xI2bEMzBGz6mvWAcjNe5havPTXc8DG0fZVX2Y6iiiuk5AooooAKKKKACiiigApKWm9qAI5pBFBJI3RFLH8BXgWsXZv8AVrq4PIeQ4+leyeLr9dP8N3blsM6FF+pFeFlua87HT2ienl0N5MSQ8cHFQH3p7tlqjY5bHpXmVJcsbnpyeggqSmqKXBPNcTJDrUiDmmqvNSiokykOUU4DFItOHWoKQ4Up5pBThUsoUClpKWkMKKXFFIBKKKKACkpaSgBD1oPFLmkpiAUtAooGA5pcUg4p2aAExTcU+igCGTJYKASewHevcPC2kDRdBt7Uj98R5kp/2z1/LgfhXl3hDTP7U8T2yMuYoT5z8dl6D8TivbR0r38po6Oo/Q8fMauqpr1Fooor2zzAooooAKKKKACiiigAooooAKKKKACkPSloPSgCvc26XVtJBIMrIpUj6ivGdV0+TRNWmtXB2BsoT3Fe21xfj/Rzd6Yt7DHumtzlsdStceMo88LrdHdgK/s6nK9mcRBPwK1LeXI4rlra4xtGTmtq2uM4wa8XY956o3o2yBU2BnrVO3fIHNWwcitUZEMves+4XIrSccVSlUEUpIaMS5QxsJFPzKQw/CvVPDOrDVdIilJ/eINr/UV5rcxjafStnwFf/ZtVlsmb5JV3KD0zxXRgqvJPlfU5MfTVSnzLdHpmaUUi0te0eEFFFFABRRRQAUUUUAFJSnpUbyKiM7HCqMk0AedfE/UQIrewUjJ+dh7dq8vd+TW/4s1Manrt1cbsqDsT6CuaLbm4rw8RU55tn0GFp+zpJMfu5oVS2WAzUffFamnxDANYTinGzNmrlCnr0rRvbWHbuVdre3f8KoKjDtmuSdOURWsKKkA96aqmngYrnZQoGDSjrSDrT1x3qSgFOFJjninYqRhS4oxS0hhyKSlxRigBO2aKWigBKKXikoATb70baXmimAg4pO9LRQAmeadSZoBoELS0gpeO9Az0v4bacItOub9gN877FPoq/wD1yfyru6yPDdn9h8O2MHQiFWb6nk/zrXr7LCU+SjGPkfNV589WUhaKKK6DEKKKKACiiigAooooAKKKKACiiigAooooASmSxLNE0bgFWGCDT6KQbHgvinTG0HxJLbKD5Eh3RZ9KdYy8DvXV/FSOGVrBUx9oDHOBztrmtOtfLXnk14WKpqNRpH0eEqOdFSZt2hJAJrRHI4NUbePatW1PFZx0RpcRm7VXcZNTnqajPJpvUZTmT5T3rNhnksNRguY8ZRs1suhINY9/HyP6VCfK1YGrppnsdlcLd2cM6/ddQwqzXK+BtQF1owgJy8B2/hXVCvoKc+eCkj5urDkm4i0UUVoZhRRRQAUUhooASua8aav/AGXoMmw4lmyi/wBa6QkAEntXjHjnXf7V1ho43JggJVfQn1rnxNTkg+50YWl7SouyOTnf5TnkmqKEl6de3SQQtJIwCKM0lkyzxLKnKsMjivIUW1c9znjsiaOPc+TW1ZKFTNUIYjkcVrWy7U5qZFogvm4wKqxpmrNypZjTIwRikFiZIVfhlBpX04EZRiPY81YhGQKuKuRWUoRluhmK1jOnRdw9jUJVkOGUj6iul8oEdKa1uCMEcelYyw6ezGjnh1p2K1X0+InhcfQ4qNtM/uyH/gQrCVCa2GUOKKsvYTr0UMP9k1C0MifejYfUVk4SW6HdDKKKKkYUUUUgEwaAKWgUBYTkUZpaXAp3CwyjtS4FBxQIZQOKdgUYFO4AOlS2sfn3cEXHzyKnPTkgVFj3rT8Oxed4k05OOZ0PIz0Of6VpSjzTS7szqPlg2e5KAqgAYA4Ap9IPu0or7WOx8wFFFFMAooooAKKKKACiiigAooooAKKKKACiig0ANzxVS/vodPs5LmZgEQZ+tWJJEijZ3YKqjJJ7CvK/FPiJtbu/stqx+yxN16Bj61hXrKlG7OjDUHWnZbGdqF5JrmryXsoIBOEX0FaFvbBQMVStYwNvFbEAAFeHKTm7s+gUVCKjEljjAFI/B4qQsMe3eopCGPy9KZJHuyaM0nTvQCBQMXFUb+INGfWrZbrVWdsjFJq4Xsy34Mvjaa2IScLOMEe9eo14tZSmHWrZlPSRf517QDkV6uBlenbseNmEbVE+46iiiu44QooooATvQaD1prsFUsTgAZpAc74w1waNo8hQjzpRtQfWvDLmX5XkZ8cZJrpfG+uDUtcnKyf6PCdqHt715FreuvdyGKBisIPb+KvNqRlXqWWyPUptYald7sZr2q/apfKjY+WnX3NafhfWUbbZTNtYD5G9a49mzSK5VgykgjkHPSup0I8nKckcTJT5j2mBMgVejHy4rgfDHipTttL5gpHCue9d5HIGQFSGz3FeTVpSpysz2aVaNRXQkq5HSkSPjpUoGRUyJms0bCRJxVuMc0JHxU6JUgOUUpHNPVaCtAEeygrS5wadmgBmwUuzin44oxQBXktY3HzRqf8AgIqo+mxH+HH0Nanam4BqXCL3QzGfTMfdc/jzUJ0+YdMGt8qM0m2s3Qg+gXZzxspxz5ZP0NM+zzDjynz/ALtdJsHoKVY6h4WPRjuzmDG46o35Gm4Poa6/ygVqJ4ATwKX1Rdw5jlCD6UY966V4Bg8VXaBR/CPypPC+YXuYNLWs8SjsPyrKvYso20lfpR9Vb6gNrpfAkDTeKYHAOIUdyR9MD+dR+B/C02pi4n1CN3gziLeT83uK9L0bw/Y6MHNrDsZ8bmJJJx7mvRw+WThUjOTVlqeZiMbDllBLXY2x0paKK988gKKKKACiiigAooooAKKKKACiiigAoopCaACkYhVJJ4prusaFnYBRySa828WeMftgbT9KlJTOJJl6EegrKrWjTjdm1GjKrLliO8Y+LGuJZNJsMGPpLKD19RXK2sG0YqOCDaB3PrV+GPFeFWrupK7PoaOHjRikieBduBWlFwKqQxkGr0aE9KmA5Mcc44ppwB71My4WqzvVsm4hNRl6Y78cGoWfHJNIqxI822qskmQTUUsu6TrxQqS3LLDCheRugFO19BPTcdo9o97rcEa5++CfpXsyjaMVzXhXw8NKtRNOublxk/7PtXS9q9fCUXThruzw8ZWVSemyHUUUV1HIFFFFADa5Xx3rY0bw+5Vwskx2DPYd66liFUk9B1r5s+MPjL+0tXfT7WUmGE7SRxzWdRu1l1NaSXNd7I4nxDrz3U7QwuwjB5Pqa5otnvQzZOSTSGlCCgrIVWo6kryAnNIOtFL0q7GYoyORxXS6F4tuNPZYrjMsA/MVzWc0VM4KatI0hVlTfuntel6vaanCJLeUMO47itmIcV4JaX9zYzLJbyuhB7Hiu70L4hjcsOox7R/z0X/CvNq4OS1jsepSxsZaS0PTI0yOlTpHmqOmalZ6gge2mWRSM8GtNBXC01oztU01dB5Y96Y4CipjzUEpO00ikyuzc04HNVRMGarEbAigqxKegpcd6VelPA5oEMxQRUoXJp2z2oC5X20oXtU22kxjjvQMjxinIMnFLT0wDTsK48Kc0jrzUimo5DTFcrScZqq54q1IOKrupAxSZcWU5DxWVc961peARism4+Y/jRHcGez+E41TwzYYGMxA1t4rL8PxeRoFlH/diFatfRQ+FHzFR3m2FFFFUQFFFFABRRRQAUUUUAFFFFABRRSZoAKilmSGNpJGCqoySaivb63sLZ7i4kCRqMkmvLvEfia41yUw27PHZg8AHBf61z18RGktdzow+GlWlZbE/inxdPqcsljYnZag4Zx1aubhh2qOKkihAq3FDnivDq1Z1JXkfQ0aMKUbREiizjir0UXPIpYoguKtxx45NSog5Do4wFzU3mKgIFRuwAqEkkk1otCGOebNVpJRmklkwKozTjP3qGxqJNLPjiqU9xgAepqCa6AHXPpWroPhm/1qQSOnl2w6u3GfoKcISm7RCdSNNXkyppljdapdiGBDknluwr03QfDNvo6CQ/vLgj5mbt9KvaXpFrpVusVvGq4HLY5NaAFetQwypq8tWeJicZKq7LYUCgdaMUtdZxhRRRQAUUU1jjk0Acr8QfE0Xhjwpd3TEec6NHEvqxFfIF3cyXU7zSsWd2LMSe9enfG3xUms+Jl0+1l32tmu3IPBc9fyryon/wCtU6XKvZCUUopadiRBQRTscZpKYCCloo60AKOtKOKb0p4FKwF2w1G706USWtw8Z9FPFd1o3xMmgVYtUg80f89E64+leerTvpWc6MKmjRrTrThqme+aZ4o0vVkBtrlSx/gPDVanl8wEDjtXz2rlDlWZW9QcVpWviXVbVQiXbsi8gMc1wzwH8jO+nmC+2j2CMFZSrEH6Vfi54FeYWfj2ZFX7TaBz3ZW610Vl8Q9KPEySxY9Rn+Vc0sLUXQ7FjKUtmdugPSp1X2rmIPHfh6QjN6E/3kb/AArQi8YeHpPu6pB+JNZ+xmug/bwfU3QoAowPSs5PEmiOBt1K3Of9upG1fT2+5eQn6PUunJPYpVUWmAClvSq9nBPqQMiPsjBIGOc4qM6jaMCDcxYPH3qzY9WTSy4hnhliYkgeaFIq4R11Q+dPZmjqFlc20iqJyxPbpSJYz/LmRsn3rGl8a6ajEzuiuvX5800fEjRkIAuUP4GtXTbeiK9pFKzaOkGn3IGRKwFQyWl0mT5pP4VQs/iLolyVT7WgcnAByM1rjxFYSMELgEjj3qZU7bkxkpOxR3TxnEmGpjTA+31raRYbpdwIOR2qObTFdMAcVk4GilY564kABrJbM06IgySc4rY1DSbgbxCwz2zWT4at9StPEUg1KGJbcxEJIDxuzxVQp31CU0j2zw/crc6PBjqq7SPStYVx/hu6W2vGgLfJL93612A6V7NCfNBHz2Jp+zqNC0UUVsYBRRRQAUUUUAFFFFAAaQ0tIaAEqhqmrWuk2pnuZAv91e7H2rK13xdZaQHiRhNcjjy17H3rze8u7vV7prm8csf4VzworjxGKVNWW524XBSqu8tEW9a1278QXGZB5dsp+SLP6mqKxBTgDH0p6gDGB0qxHGXOduK8ac5VHds9+FONOPLFWGRRc9KuxQ0sUPqKuxR8URREpDEjHFS42jApxXBBHSmltp5rRbGTIz71VkkAyM06e5Az0rHubsKfWky4xvuPuLraDzxWc0slxKsUKl3Y8AdasWGlX+u3QjtYmK5wz9lHrXqXh3wnZ6JGJCBJckYZyP5V0UcNKo79DDEYqFFW3Zz3hvwHuWO71TO7qIf8a7+GGOFAkaBFHQCpAMUterTpRpqyPEq1p1XeTDmlHSkpa1MgooooAKKKKACuV8f+I08M+E7u93ATMpjiB/vHiupJ4r5u+OXi1dU1ePR7eQmCzJ346FzSYHkt3dSXdxJPKS0kjFmJ7k1BQeetKo5oQAOKd2pcUYpgIetJTqbQAneloo70AFPGSKTNOBz2oAevFP49aaB6U4DmgBGOBSINx4p5GRjFMjO1mxzQBKABSj3pu8cUoORxQApz1p2eM0gPvSbutADgcnpWrpeh6nq8ZaxtzIBwWyAB+dZAzgkCvTfhXrtnZW1zp91IiPv3rv4DZrKppG5vh1zy5WY9v8OtbaIy3IMKAZPzA8VOPAJYD/SnP4V65PqsEsBjR4ipGOGBqojW4ix8o964alWWlmevSw1NL3keYJ8N2kJK3R/FalX4Yzbsm7IX2WvUIJIQoxg/hVlZoCuCVFZ+2qdxvD0b7HlQ+HNop2yXM7H1GB/Sp08CvbMHtNRnVh0WTBFelOkDdCoNPW1icjgVHtZvS5caVOPwo4S1TxHpg+VUuox/zzO0/rW5Y+LG3+Xe2ssR7lkOK6lLKLAxxSTabFKBuUH6iiw3JFFZ7a7TzVdSDz1qN4reU4YD61OdJiQkIgX6Com0yUj5JMVmk7jTRVctYypNA5+U7sGvTNOvUv7OOdCPmGSB2rzC5s7iJcl9wFavg/WhZ3ZtJ3PlSfd9Aa6cLV5JcsupzY6h7SHPHdHowFLTQQQCDwaUV6p4gtFFFABRRRQA2g0jHGa57WPFdpp4MUP7+46bV6D6monOMFeTLhCU3aKNu5uobOBpZ3VEUZJJxXA6541nuy1tpoMcecGUjk/SsXUL2/1i4Mt1M+w9IwcKPwqNLYKOBXmV8ZKWkNEevh8BGPvT1ZV+zs5MshLO3JJ6mp0gOOeKtrDtGTUqpmuDVno81tCnHBz05q9HFjpT44cmrUcIXk1cYGcpjEixgkVMEwKczBBk1TnusDANU1Yz+Jk0koVccVnz3W3JzVS5vCAef1qjH9q1C4EFrGZHb0pay+FGiSiryYl1e5LY61r+HvB91rUgnuy0Nr16ctXS+HvAsNsEudSAlm6hDyBXaIixqFRQqjoAOK7sPg/tT+487E4/7NP7yrpum22mWq29tGFRf1q7QKWvSSSVkeU227sKKKKYgooooAKKKKACiiigDB8W6/D4b8O3WoSsAyoRGCerHpXxvqF3Lf3UtzO5aWRizE9zXqnxv8VrqevppNrPugsx+82nguf/ANdeQu2T6UhjKkWmgZqReKYhTSU4800jFADTSCndqSgBD1oAzQetA6UAGKetNHWnDrQBKD2pwxmmggD3pM9/WgBzNgHBoVflz600AZFTY4wOBQAzbnGDTjx15oAx3pcc0AIBntSbCc8U8DHel59aAGhfYip7S2a4vYIIyQ8rhAfTNRDPrUlvcyWl3Fcx43xMGHvUy2KhbmVz1e1+FV75Ksdauoyedo//AF1Uu/h/qFrP5b6zeODyMMR/Wrmn/Fawkto0uvPgkAw3cVow/EDQZW3G/U56785rhmpLY9qk6b3kc8vg3UkOyLWr1fqx/wAaf/whevDlNen/AOBf/rruLTWtPu4luoWDRN0cDitCPVbJ1+WaNvxrn9pNPU2lTi1dHnlv4f1+zmDtrLuR2ZMit+2m1WEZaaORh+FdK8lrNyrpzUcNsmTgKQaznJt6mkLJGI2u63brldNEwH91+f5VZsfGLTAi6sZ4CvUMtb8VtEBk9/amyadGwyAB+FC2Jk0NttVtrtAyOOe3erauD0IqiLEKcgD8qnWMr3xSTYrLoPuTG8DBgOlcjKjQvvj4wcg10V0dvy7s5rKlUFSKiTKgkd54U1canpahz++j+VhXQCvI9G1BtH1aObcfKZsP9K9Xt7iO5hWWJgyMMgivWwtb2kLdUeLjKDpVLrZk2aKM1BcXUNtEZJpVjQdSxrpvY5FrsT5qhqOq22mwmSeQDHRR1NcrrXjYENBpnzHoZj0/CuZDTXB82eVpHPUk1x1cXGOkNWd9DAynrPRG1qfim81EtHbqYYfUHkisWOIA7jndnk96kVCo4AqZEIrzqlWU3eR61OlCmrRRH5Y7U9FyOlTqmetTxwevFZNF81isIiasxwYHNWVRVFJJMqDrWlkZSk3sIEVaimnVBwaq3F9jI/Ksq4vDzk4qHKzsio021dl25vMg8/hWRcXhOcH9afb2V5qc/l2sLSMe46Cu50LwPDaFZ7/EsvZOwrWnQnVemxnVxNOitdzktG8M3+uSBzmK2zy57/SvStH0Cy0aELbxgvjBcjk1pJGkSBI1CqOwFPr1KOGjTWm54+Ixc6z12FAoxQOlLXScwUUUUAFFFFABRRRQAUUUUAFFFFAHwpcTyXEzyyuWdjlie5qA0rHmmHrSAliALc1NtxUKdqmByKYCGkpTSUANPXFBxTqYRkmgBtFLyOKKACnimYzSjgigCT1pxPHFIvTmkOOo4oAEyxGe3NWM8VDb/M3bpUx5UUAJt59vSnEDIo4xQe1ABjBowDQeRRgYwOtAAB27UvHQdKacjtSg/lUgIVGKa3TgU/PpRycZ4FDSGm1se7+ANW0q58K2NoDGXiTY8ZPzA85qzrnhrTtQmTyYSuOrKcGvAoJ57WUS200kUgOQyMRXdaH8TbmzAj1KJpVwB5inJrjrUXuj1cNioN+8bV34Q1WBydL1a4QryscjbhUtrL41snAmS0mQcbuQf51v6T4y0bVArQzoJG42uMGtidknjymD9K5ZTktGjttFvRnLz+JtetI8nR2lx1MbA/1q5onjOfUY3aSwkhKnBVhg1rQRpuwdwPQgirTabE/ICZ9QKlyVrDcEmSWur29yMbgHzypq2ZI2IwazP7MVGLBFz/eA5qWCNg/B7VCuK0egt8oYgrxisx1DAbuDWjcSAsVzzVRkBIJqJamkVYz5o9wI7YqSx8SanoqhIWV4f7j54qd4MqcVQmtmI5ojKUHeLCcYzVpI2m+IWqNH8lvCD6kGsS91a+1mQNdTEhT9xeBUS2zAYxT1i8uXOBtYYxVSr1JKzZEMPSg7xRLCgI5xVqJcMAOlRRkKcVbjXkGsrm7JAlTKlEaEkccVbjiz2qkrmUpWI0jqbAUZpzssY96zbi+AzzVaJEJOTLE9yqJxWVcXuc4aq09y0h2oSWJ6CtTS/CGo6iQ9wPIiPOSeT+FONOVT4UEqkKWsmYhee6lEcQZ2JwAOa6bRvA81yRNqLlEP/LMdTXX6VoFjpUSiGJTJ3dhya1hXfRwajrI82vmEpaQ0Kljp1tp8KxW8SooHbrVzFFLXcklojz223dhRiiimIKKKKACiiigAooooAKKKKACiiigAooooA+DCTRjNGKcgoAeoGKkUnFRin0AOPSmClGcUY4FACfx0hFOxzRQA04NGAaUjmkoATGKcBQKWgAFBHFC9aOhOaAJYFFTEDoKih4Y+lTGgBuMnBpdvNIDk4zzSk84qQFCggUpABpuOBSmqANoPFGMdMUcjmnZHOaAI++cUpx69aXkUYB60ANNH60oHFJyPpSsAL8j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"path": "030279.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.
030280
Women Tops & Tunics
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", "path": "030280.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.
030281
Women Tops & Tunics
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", "path": "030281.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.
030282
Women Tops & Tunics
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", "path": "030282.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.
030283
Women Tops & Tunics
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", 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