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.
030484
Women Tops & Tunics
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"path": "030484.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030485
Women Tops & Tunics
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", "path": "030485.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030486
Women Tops & Tunics
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", "path": "030486.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030487
Women Tops & Tunics
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fHlyLrxYI8LJ9okikZB5YHCBnOckdcdPXNMki1C21eTXtbOq34t4UtysikKWYfw8L03HJwOuOawzapqcdna2cQgsJLVB57qR5jqTjJ/MfrWvEvhrS/FGoDUbia9We3YxlEeMPvxsC55B28bj6/U03UY9Um0Oaxn06NNIhaRrWSOdVGeqnkjKjkAgcn1oA4lNMiW4mDCaH/nmChxnGce/rRaWOGncuSUjLKV4Vl78n+XWu81nRJdPttG1SHTZ7NSqoJnnM3lRkdZF9euR0x3qtpmkwC8urRrZJWlAa0MeJYyM5LkbgVH+eaTRcZJbln4T6G934kbUGTFvZrvye7sCFH5ZP5V7cXVV3MQAO5OK4L4eaikd1faTNFDDcOxuELPs8wYAOAeijHGTVu+1a71XWTYi1tvsNqvn3Ek2JYMAHAZh0zjg9q4atCdSprseTisNUxFe70iWtW8cWOn+f9lgk1AQxh3a1ZXC5JAyAckZxnHTNWPDmtarqrst9pDW8JiSSK5jJKMSMlSDyrD3rH0Lw8rW9teaBpk2lTXGyWS5aTzEVMkkqScNnoRxkfSrKTx6jrl5pd7r0N1fmJCI9Mbyw205wCflJxg46jFbfVKfLbqa/2fS5OXr3Ox6UnWsy48R6ZaSpZXMn2fUCVC28jBmfd2yOMjuK1AR2Oa86rRlTdmePiMNOg7S2CiiisjnCiiigAooooAKKKKACiiigAooooATrUdxOtvEZH6DtUjOkSGSQ4UfrWLOJtbuTCN8Vov8ArZiMcf3V9Sf0rWnTvqz28sy5Vf3tX4fzK3mXGtzGSNhFaRtgyHoxHZf8asG6h0C0PlTADncc7R/9f8adql6iiOxsYhkgJHEg4A/wrEv9Cee28vUJkWbO/g5H04rsg7KydkfSOEbJW22RYtfE82oSMitL5G7OSxCt9B6e9aokDYYfjXLRrDZbUWXec4GBjrW7EZGiDlT5ZON3OM1202raHDWTUtVY6Sa6M2jxrjLR87u/tXPyR+a2WHzcHrWtb4NqVxxtx1qvJpl6Y/MjhZskYUdSDnp7cGqM0NsbtLUBGhD8nLFsHpjtViS+kSAyea3TjgDNYeSX2LlTnn6VqwoJvLi+UYIGXbA/GlyR7Fc0u4TXTklWZ24zhjTbYPcOgLZReQvYVZ1LS5bdPtO/cwA3Rryc85H0A5zUbn7NpxccMRTSXQlt9ShcyG7vXSLJRT1HYCtSGNYLVyOy+lW/DFsItPLosbzMSXJU5AJ6E9DwM4pusuqx3DoPv9w+4N7igDk9CtGvdWmBOw8sCQSPxx0rrnsordkkhlDoScBnAOPQDqa5nQ7p7G7eUfMp+8m7Ab2NbralJeXUCMqhEAPQdcckHsD6UagzlGlW28ULJIxCK4J2feGD2zXba3dNDZ210QrkOGRCw2jI4JXv6cHivPdYJj1jccctzmtXUZi+hRSgltnA5I/WgDJsJ2vDcXcp+aWVpGI9P8it6Lw3PPaO7vsuCm4QuNh3E9Oe205zWBo8edHjHd+T75Oa62x1m3igJmt2LR7UXBLFhg7myeBzjA6UvQZxkIIuR/eU44PcHtXUrrNxCIhIBLHuJdm5c5x39q5aNjLfO5AGXJwBgfl0FdHDZz3W1YoXcMQvA7+lJxUlZkzhGcXGWx0YIZQwIIIyCKdWRpF1tzZyHDLnZnuO4/CtevFq03Tlys+Zr0XSm4sKKKKzMQooooAK8w1H+ztV1+aLXtXdo55G/wBDgVmzDGcKihc5ck8n0zXo9/L5Nhcyb9m2Jju/u8da828L31rb6zPDp/h2W6f7CqtPNwpBO6RnOCRwRwuSc47134KOrkevlkPin8jn/F1npepa0mmaLqJVVAWKxW2CESHs7sVz26kmuwnbxT4O8NRxxNY6gI4hE9vBAgAJ6mRiwYkewxXEaOtve+J0P/CHedbPcvHbRRs0QaQZOGZuTjqemPSrHjnTr9GhsI/DsUKorXFw9vGyRcHHDsfmx03EdelegeuP8MW+h3yPqFysljqMSyeVHZxPCqEDJcyKTkHpkkVQUSmWKS+hF3JcocLFIqtjoOR82M45PJrrdRuLyHwhp9pLpOs/Z5bZVSNbqORcnn5ty8euSeBXHaNoF9Oby5028eJUtjcSxFSCACCoy2NxOCcgY/Ok1cqDszF1ER293JDACUU7Ru7t3/CsSc4ZlB7/AJmtW9d/PYysrMOQRznjisllJOccjgfWoRvIr43uEXp71f8AskFsIXleT94pwQMAH19SPpVOIhZ1JXdgjK+vtXS62915tjEYYIpWgA/djnYegJ9fpV31M7aFnVItKXwnp8j/AG4zbWARsKkjY+8CTuwPYY7Csy1KW+mWU5037RmRkj8zO2U+6jrj9a7DxpqOo2mgaXpVwtjBLNCpWJFBa3i24+Zm+bcfoMdOaqQaXrj+GofIvbS1it0yQ8ghKZPJ3HknHJx0+tBJuRX1ta+B4L+28KGOW0BRLyUASGbdzjYucepOPQVBZfZZPCd5d3Hg8S3UBdrm7uQdxkPzAKFG765xgd60dKi15/ADtFr1rCih4rSNWWBZB1LliMk+g49TTPCcest4Xvli8RWiW8LssGGEYnkYc7pCMkZ6cfMe+Kogzo7uHUfBmoNqfhy4kmjlM9zcO3l/OQNirgbsY7HoOc81Whi0e48Cyl9Cvo5LZ/NuJlby1LZyiAkFiMHj0HNa3g6PWjpeqW6eILRYITuZwygSzMCCrSkZIB6nByeAaXweNda11WyOu2PlQ5kmbKnzJW4KNIwIx0ycHsAaAMdH0O+8DHzP7UiuoCHnuBHuCgH5I9znkYPygfUip76WW98MaffJrun3Fwfnmjudu9UB+VcKuTyBnuT04rQ8LJ4hurPVtKd9NvEXMtxuxKzuRgRliQuenOeBxWdbwz3PhDUrHUPDzma2k+0Ty2sqodx+6pVAccA8dhz1NIC1rkF8Nc0m81TwzbSCVUkmNtHsDc4VNzHB68jAz06Cp/Ft1rukR3FjZQwWNvfKDKYJQ+XzjYM85IwMDjjoBWRrB0+bwlZ3skOrvLbkRym4cqvmkY9dx2rjgYHT1qPxGnhuG203UbB79wRsiATYPMGC0m7O5zn9eM4FMRvz+DdS0/SNDCajLo9xIjWlzCJ2mVw3dFB++2fuj68YrlYW1G31mYaUF0qy0tHAuXUMI1Bwz7ujOxGOPoOK6yx8TyQazpura7JdXuliGSOxMtttmdyoy20cMTyoPHetDWY18TeF5LjUHltbKaU/2fY28W6SOJM4wo43E5yecDgUhnOw6ha3I0KazspL/U40luLmcNlFbO5if9rOPw4rvfB2tXF1ZJZ6teQyam6tcrGpAYRFvlBHt/KvO/Dr3ia3BaSXsOiac8QWe33DzvJAJw/+25ycdfoAK3bLUbV/HFxqFnaRWmnW8W57yXJdiM/IBnvnGPb2rKtT9pFowxFFVaTXXoepUVXsry31GxgvbWQSW86CSNx3BqxXjNW0PmWmnZhRRRSEFFFFABRRRQAUUUUAFAGSAOpo7VLbLmTPpTiruxvQpOtUjBdR0sCOqK3KrzWTcvLLdNGmREOABWxKdoJP0rODcysxCpj8TXW0fcUoqEVFbIrILXSLaWQEyXEp+ZzyfZR/hWTeaZcSlbrUpzDAelun38dsntWwEgSWOeRBIYzujJ6KfX61x/i7Wlkt5Y0lPmsdvynkfWtIpydkOUlHVkF74jsLCb+zrGEEMQrCPsD1JJ6mvQYLjZprNK4MPl4VVZQ5xwecYJxgHFeKWVnzHKRkt1OK77S4ybWPJOBjv0rshDlVjiq1HN3Z0dowC4JwD2rVN5a/Z8yzCMIuGiQEKMkjGM5PqfrWNbcEetMvEJl6ge+K0auYlI7TcPIscaLn5RGCFx7Z5q3b3bW9wsy4UdyQDjt0NQBY41BJ3N1yaqzXR3kIp5HUimG50U2rWsivFaiZZZmILBtrDpgntzzkVWvwrLHACSFHSszTN5uC7Zz07cVu21pJczl1BYqCRxwPaklYRCN0KqiMVb2PSmaj8lmkYHXtVt4WW5MbffU4OOQPWpIBHLetGcMSNqoY92T65/hx1zTA5W2HlSsrAjBwRjBrTtDg5J6dPpVzXVU2kU0y7Zd//LMjGW5y3fkDis6BgucnOBkUlqhsy9Q0k38ss63EKMG+UMeRjk5/Dmo590vheQEHK546HpVi41iK1JW5Ej+Wd0ITAx6gH15PJqO2la6024Mjly/zFmOSfrQgM7QedPjiGAwGMZzj8e9acY/czkngDFc74Tk2W9zCxyYZGXH413GlaQlzprSzytHE77c4+9wen40bAcnbA+ceMZauvsdUh0+xuEP/AB8YBXapz+J6Yz+Nc3eRNpt+LANFJcSYK7SSqn0Y9j/PtVS0v5VmcTSyAEbtrrwHPDD6ccfT8KXQZ0L6pNqNwHDHag+Rtu3Htjt3q3a6sQRHecZ6SAfz/wAayIJkSLK857KePr/KujhNnqFnAgSIqAwYSAI24DBbAPQZHp0rOrTjNWkjGtQhWVpItK6uoZWBB7g06uPv9Sk0KKRopQ8gcxopyFfHciug0bUP7U0i3uyFDuvzhegYcEV5lag6XW6PExODlRXNujQooornOI53xpu/4Rm5xvCDDSFX2gKOfmP90kAEDk9K4LWNU8QeFNYudSg1KCa0eCJT5aK8kcRwMjgBBnOBzzjOcV3PjI6V9gtYtauDBYzzGFpOylkYAng9D0z35rz7SLvSvC9zeWdrY/bNNuLESme+27WIdsOy9enCgYJ616uEX7s+gy9fufmP1m51HUEs9f0a0vApRl+33UxWSMAjKrj5VZiSBgZNbvjUSyeG421TTmi8lI5UM2skNvx1Kgc8/jn0rC8QxR3Xgy0zr3myRq17dW0CA9W9VO1cZA55z9Kr6WbHU/B1xNDpNzqV1BHme4uwzgMv+qRQv3h7cAAZPWuo7jUj0u0uPBH2nU9Yt5bu4gaNWu7pn8tFOQqhMnjqecnoaw/CcHhy91aeTV79hBa25Q+ZLJun5AX5Dk8f3M8nHFb3heDWV8H3EE1zZaUhkeOMJHmWeRlzg4BIxycDnIxxisbwtd6NpXie3fULa6mWOBvscs8JM10x4XC5wvOdvfnk0AjjdcgWw1K4tkLEI7AF12kjPHB6Gs1iG3Lz0z9DXQeLBa3GtXS6bpZt4IJGD7ZTLz1bLdOPb0PWuYkLKowT0IqLG6ldDJZArrKhJJ6/WtORrY2yXMt1cNdtnCgcD0+b/D8KzI4m2bSMg9K6WHQrtdHjuXuLCG387l5JBvBx0wMsR7CmT5mnd2eljQIL24bUboNsMl1JhPPccCNN3zYHc9B7mtuwi8Ot4BuQ1hqYdQxublRsCHOViDPnP0H1Na99PrP/AAgluG1bRrZxAhS2UovkoD9/JDHd9MY9zSeGbnVW8HzKuv6ZHHvkSBGCqbliMkuWyT9MZPfiqRm3cy/Cf9gTaJqMZ0fURO4LM6EgW0JHUSMcc45wAW6dKh8DyaEbu8VdEv5pnTbbKnJAHDSGQnapx1OOBwOa0PA11qqtqSnxJYRwqFlnuTtLO/TYHbt2zggdBUXh6XW4vGs9smu6cs86ukkgAk+zxjkbM4APoB9SKBFDwu/h+38Tzxro9/c7N0VsqgytLLnOSeFBA6ccdTS6Z/wjun+N5o5NJv5442ZVUZnaSZuVB6Dg9ODk8mrtzd6taeOre4g1zTJmlcJbbmEq7W4ZzgKAfU9SeBmpfFM2r6b4itb1NfsLnyGCpvKsZJhwdyKAFOO5PyjvQBmQ/wDCO6d45khvLPUhBuLTIzGYs7cqjBOCA31yas6fcaVovjC6sZNY1XTreYNPKsrBf3hGVVlj7jPPIzwKveMW1a2ubG/OvabP9n2yS8r80nVB5ajJHZck+vFSeKH1xY9M1l77SJGAW5nBZIwADlUwPmZQe+TknpQBX0Qar9k1jQ7bxFbv5CNOqzRCIvIx4y0gzxwenUgZqWz/AOEj1TwfPbW1np8tzpQESSQASy7zySHJwCASDjJyeKTVbeeDVdK8R6h4Ztpbe4/0i6NpHnaMZAYseoHJ4GTis9W0HSPGEAvotQsrK7X7TLHcS71y3KAqvBwfm5z1AxTAs58Rah4JvrRfJmnsyltDDYwgtGOrneM9Bwcd+9V9B1DVbCyvLW5vZC1viR4bY+ZMRtGEdwflUHA2jknj1qiINF0TxVbxW9zf/wCknzC88KqwR/uoE6BiedxwAMcUzwvJZ2Gv3mnTa5eW1iwk+0raxk+aQeFDDJPHG7g88UCLXhGzEmoX11eSWOm3xjNwk1225/myeB/DjknvjHSpdDbRdL1e/g1aWbUZLuHaLifdFG8hyWK55A247ZPSn6n4Zh1YXuvaQ5QLMFWW+AiEYUAHag4JH58etUUt9BufCpuTfz3mo2KvcPLIPkBztjDHqT0woJ75pDPR/h7qsV/o8ttHOsn2RggjWIoIVOcJz16Z/GuwrzTwPruqS6oJ9WuImsLq3CW06RCKMybjx2GTg/XivS+leTioctR+Z89j6fJVbWz1CiiiuY4gooooAKKKKACiiigAq3brhM+tUx0rSjAVB6VtQV3c9jJ6alVlN9F+ZVuW2gg1mS7Fh3Tcjrtq9evtNcrqV5NPdrawjczdBXS+yPp492Z3izxQ1labYcGZvljHZfeuXukN/piXXPmYDE+tanjbTlEEPl/N5ZwzHqT3NQ+HbaW8svs0abyBypPbj/GuynDlRyVZ8z8i54d0mLU9JmmUuZoHP7tF3EggY+g65NdLptuTboq43HgVzvh53sJ9T0l0AMmGVs4IwcHFdZaJtjx1GK1RizoLfSbZIysofztgJBYAKR156YrHvFCvtO044JByK0V1WcweWqomeOBxtxjGKzbg8cDPFCuSQWCxzXyrMY/KGfldSQ/bHHOas6zaxSWLStElu8bBQzKxLBRwowMAn1NZhaSOdJY3KMrAhh2NPmu7mdFjmmfYq7SP7wznn1osBNYoETJA5HNdLpc0a27xlzHznIb734dulYFmm4DjArRUcbemepp2ugJrycNK8gJOeFBAGB74rJmycndjPXHFWpCZHESAk47DmkvbKa1CiYAbuBg9SKAMa6dpGVpGLkYUEnPA6UiTBU6j/wCtTrkjtzVrT7OGSxae6ilO8FF6EEHoQOoINJuwLU4/VjlgSOM1paOweyZVGcjpiovEsEMF0ywmPYTlURixT2Oe9a/gZ1a3uAgVpAehXovIJz26kYovbUqxxuggpr2p22QA02/Psea7631FhZy2UUCEBWJbqR6f16e1cXqY+yfEO8ihwnmIuV8vbswOmO/TrXX2dtI9zmCNWVwSyL/BzkkU7XRJk63l7CRtxaRh97ucdOevH6Uadpx1SHzXbbiPLOVON3oT2J61e8VabLZlNxVo5MDIYZzjJ4/TNV9OuRp7fMoaJwA47gZ5I98cVL8ikRXdkdOuliZ1kRydhBGSPUjtSSCC3haaRljQKcnp1qbV9VieGAttiSNflQ4JLc9D1wR1rktSv5tQOOka8rGDj8T/AJ/xqZSsioxbEv76O+n3guqRLgAnt3J+tdj4HspINIlu5C4+1yb0Vj0QcA47Z5P5VyGg6JJrd+ICGFnGQ1w46Ef3R7n+VeroqoioihVUYAHQCvPxE9OXqzzMzxCUfZR+YtFFFcR4RyvxAht5fDDGey+2OkqmGItgGQ5VcjuOelc3qdvY6hoOqQa1O8Nzb7YI7a1CNIscSbiD+WS3HYe1dp4qF1/wjV49lKsNzGqyRyMAQpDA5546V5zoXhi4l8Vald6dqVnfGG23Stbxbt5IHA3ZUM2DknPHua9TBv8Ad2Pey53pfMb4antLvwdeWdjpmlWxlcuIr597TnHy7QBnC+vrnpVzw14t03S4tS0u41OaW5MxIaLbbI4VQCTJ0AHQAc4HrTPB914jg1PU7m40a3llSIbnkOBaxk52eXH3IH3QAT3qn4W1XT7nxPc3s3hg+XGHmtkt7cBCS2DI7P0x2OQF7DNdZ6BN4TutSt/EF3pVgulwPdHz2uYmaSSCMcgDeOpHHPckmqEV03hjx0l3qvl6hcyXRlRIJRNKqkFUG7pg56AZ47Cn6ZJ4O1Xxrd3F158UKO74lmeV7hjwEXb1X25LfSqeonS9O8SalPp8015diRVUvEIhEMj5FUAEtxjIAAFD0Q0rsg8Y65qR1+8g2W9sWjMUkcUQCpuHz4z1bjG70HpXEypvlCAcAd+wrcZHufOu7ou1zM+4BurZ6fnVzQPDsur6tFp8Hlm5lc5cncqqv3m96yvc6OWyOdgtnkl2fZpnG9V3IDwT29ya9E8Q6QdP0fTbdfCs/mruceZKTHjHLOB8u72z9fSmahpV1beLrSzn162tWiljECJKrbV4y7HAUH2wSenTmrXjwaL9ntZRrmpXlv5jjGCfPcYy3mNxgewwOgFWkYylctGzdvh0hg8HZtzGCDvJllfP3jsx8v1/Ad6b4KtJnstShHhOCSbfi4mWXAVSPuIEy2fYH6miN9GufBPGu6pLcrbES3RV3jhH9wbiACfbLH2qh4HuNE8m7gfWtTWHcv2exTcWdufmKJwR/sg49TVEEfhKA2/iUKfB+6VkcWsTuF2kH77l8nj+927Cm6rax2PjAy3HhOU2yTpJPlmJkZv4VL/wk9up9hVfT5tNsPG7KfEl9BvmcXN0B5eV5+UY3c+/Qdqm8ZHS7e+tLy31XUx+7Ito2jKMnP3yzEtg564yfpQBoeONLne6trj/AIRNo5ZlKsVlZ1iQcgA8IrY+oH1qxrlkdW8KWmpWXg/EUSKLZBIW4PDMyLgYz07t34qPxB/YmpeFVuP7a1S42hJbm4MZZZnx9wFiACP7qjA703wvPpmraFLazX+tT3fzJDGgMgtoiOWJOE+rHp0FADrKyOq+DZLNfCYc6dkyslx80sw54CdeOpPQcCqujWFrqnhq50ibw5fRXi/6TNLAyoQvVBg5YjsFP1qn4VudLstWksZTrVxYK3lrFHkrNOD8vyqcD2XJz1NOvY7Xw/4sCeTrkMdw3nXgWY7gh+8nyYB92zx0FABZ2ulX/hO4spptSsdQDM4SWGSURwocheeAoOckYyeKul7/AFrwVHdR+Ibe4mim2RxXkkcTCJMHBxzk8FhnoKZqd3BpfiSC/sdTvbKPUsR7L+3QoIs43EMSdvcZHJ5NNFla2+p6tp5tIZ4r2MrbXmnPFujRQSxI44/vflQBL4gvdX1DTtO106JZyPcOVaW0iJYovPLnpuKk5A6DrVvw8uval4onE8cVjDfhpgwRVk2AA8FeisSMt+VYcFolx4Ck+wa9t/esv2a7u9ojiDDPyjgknk5zxwKlubC/W+0rW9f1GK0gukii2RSMm9BwQwP3Rt5wBjkAUwLugQ2GheJ20l7l9dnWKVlhiLNFubpt7A7c5b3wKNO0zTriLVbbxCn9nR+Wr2+nW5CuilydoB5LEgH6GjUb9tK8T2154WsU8qTc7z3BLK4JEYI9Fx90fjio9c0xrHxVaahBBda7erLGr+ShO2RAGOW5BYgj2ApAO02K58RfavDuphLDS7R52gePna6kH1x8o6H3rv8Awj4kGuw3drJE6XNg4jdm/wCWq4yrj0yMZHbNeYarOnjLW0kkv2ieC3cyLHGQkTlvkj9+cKe5PtWtoeqX+oS3Uc8y2MVnK08UqoFaeaIAFSB29ufvVjWpKpG3U5sTh1WhZ79D2Cis7RdUTWdJgvkQxmQYeMnJjccMp+hrRrx2mnZnzsouLcXugooopEBRRRQAUUUUAJjnNTfadpxUVQ3CkpuXqv8AKtKcuVnrZRXjTrcktpfn0G3L+eHbd8o61ysdysOsiUkbWBXJ6D/OK118wGQbyAQfzrEksSbUlvv8nNdMJ2kmfWuF4tBqM9vqlrMI2VkyQDjv71l+GrhLWS5tJblodxDgnG0Y7+uagjt7uW6FtBhMAnezhVXJ5OfU/wD6qranZ3NldBZVWU4JLrgZHr/9avRVpI8yScXZnQSXEFx4pEkbZIzExOOeO2Oo4FdVbwsqBih2sOCRwa8shv0jljlVtpUg88dDXtdlcrfeH45kbdEYh90gZP8AUfzqnoSZe35R0pI7Sa7ZhCu7bjcfTJxn9aWRgRgZzU1hfQ2rSJNGoypIdRlyf7oNAjOvdPms2InK8khMMOcdTjris8Y3hic+tb2s3kPki3tnzsbBYoCCvUYbr+FYqqWbDE9cihAzf0ezFxbmSSVUX7uDxz2P51JdJ9kdkOfVc9cep9KNPv8A7LB5Uis6qflB6KPYeuaoyyteTvK4UZOdq8L9aetxFnTpQl6shyBnAbdt5Pv6VY1q4iFqI45RIzEMflB46jnt9Kp42qM/rVK8fcMA96LdQKLfvN+cD+lRWOpS2MkoRUKswLZGCeCMZ9Oc1KQRu3d/0rPIAnJJ5Pp1P9aBopatcS3Z86Zw7naM4wTjpmovDd5Nb3kwjfa2Svtg5zTr4r5YGM/NiqljDPaayRLGYxKu5c+nT+lJbgwvrK4uPF9k0YeSWUFM5yeOn6V3lhKbSV1dFZo26EZA9fxz2rlb2U2mr6XdqdhW6Rd5GcBvl/rXWa1e29rNcXUznyUQbiFx9AAKGwSK/iO8GoRxxxRbIoySS+Mj0Oev4VzV1OYrOZ4ijOqEgkZAwKc1xea2+QnkWoOQg6n61cFkqRGPHUYrjq17aRO6lh1a8ziIrlrp90oLuT1JrR07TJ9WuDbWfIz88mPljHfJ9fTvWtp/w8mcA6lebEB/1UHJYe7H+grt7Kxt9PtUtrWFYol6Kv8AM+prGddR21Z4+LzKnBctPV/gN03TrfS7JLW2Tai9T3Y9yferY4ooribbd2fPSk5Pme4UUUUiTL8QTxW+g3jTQmdGTZ5QXcX3HbjHfrXnOlW3hy/vte1FdVNncPI0cENzOSC65O5lXAKjHHJA6n0rrPHWv3vh+3sbmztILkmQ5SY8buAuBkEnk4xXH6ra3+j6CFl8KeX/AGi+6ee3yWSMDJBC446naW+pNepg42hfue/l8OWjfuyXwnba/pnhW/vLPW45LJGMkKoFj+0Pj5sPIPuAn0+Y+gqbw/c+K9D8NajrF1ZQXXmuMzMhmlmXoFCggBMnqPwBrJ8Uw+GE8PaZbWEt7YwP/C9uE+0nGQ+5+gz36egNaWu6bqOk+FLS3tPFQdtiRTs98R5K4yFRE656Z5Y+1dZ3kfhHWf7PttRvtT8Osk0f7qSXCwQQRnkqOMhuegyx9RXLae8F/PfS6LpjpuhlaNWYyuPmxu9jzgeldJdnxLoHgq1g86zQ3KEGNo44woPJMm/lmI9PxzWXomqarputWzfZpo72+gFs5kO3buPDgY6AcjjFTIuG5z9pcSWOuQvfRSXGxtiqh/iA2r+AwK2/BGl6hP4iQS6g9nbzu8Uyo4VnQZL89hnjPXnjpVaTTDp6XT20/nmG6eMzKCUVwc4DHqPWmjTrVPEVrNrl1HEtw8c2FBVCHO5s9woGRx1zUq1zSd3G5qa+PCll4phd5J7y3maOQyeTiOKIHG1F4DA46nt6k1teN9ZhlFlNZeHIYryV9lm0kRabysYDeXjauf4QckdcVQ8Z6tokGr29zpekNKbsfNIz/NJEhwPLXkopxjdjkDjHWt3xZrPijVfD0E1np81vHeOotkii3SJGRjLyZ+Ut2A7dTWhgO0m/1a48EGKLw3CthbJKkqSgzyTSc52rkY/2mJ+lY3ga98QJqk0CaJaG9urbMbzt5Swwg/8APMfw+gxk+tbPhCHxXfeHHjhu7eKCxd44obQrH5z/AO1IARtH+zyT3rD8HaT4mTxHNZjWjbTXKu1+Yx50kI7bmPAc9hk49KQFfVZtYsfFTTnw/bxWkNzGxjMItxNIcYPUkn0UEgdxW943g8UywW1wdJsluHkObiGJSIFI6GVj1wOWwAO1YXivTNQt/EyTDxBF5yqqWIjujNKx75LH5f8AaJwPQVs+NtFjGjmO78VRPcbkkvTcuXf2CopwF9FA59aYFvRB4j1PwRtisNNFpDHJFHAqbzOefmy/AX6ZLVk+CB4rbWbmyW6s4p54911cNGJXtwDwpx8ob0XoKm8K6fp8nh4TX/iOQ7p2jsIpnEmw4HPlAnL+xyBWB4W0zQB4k8mbXpBbxLIbqXzDbpMO6r3x6kkZ6AUAaHiKHX7Dxal0urWfmK6tZwh0lMjHqdoAAPqxx6A1p+PNM1tbC383xFbSqDvumnmEYGeQojA+5novJNc94ys/DTatC8N7c7J4FW3ia38iKBcnDE7clfQAEnua0vFdj4Tj8Pwx2uqTYglQXDwReabiTb/z0Yfe9s4UdqAJdeTxPeeCrK8urO2umfYqJFaLvhXGCxLchmHoMLWa81tNrugy2BudCupIBGpYx7PLA5bHvzjI560X+j28Xga2EWvwm7kRS8ct0X2QljtRFX36/Kcn2qa9h1CPUdDh8QaWLy3EAw1vbLkEjCpz78np+QoApSRIF8QWup2DGNsSC8tXiGyME4zjGdx5x3J9qmi0zT9R8MWFzcanJeiFGlW1LiSTgHbFgAELgHJ9c1TtXvbHw9q11pd7HcxT3LI9vLHHn0LMM9PYf/WqyEsbjUNF0qC2ksb+NvOnilMarICPmMmD3BIx6elMC9Zan/wmHhsabeg6fY2lmvlufmMr7gFcAYzgAgDpk1DaavL4W8zTrzz7DSrhCmCrCa4KDBcf3QxOCfQVHq2lGCT/AIScGKKKFP8ARrCJsNG8bdl6YUZJz61rW95p/iiGbW/EKPBc280U9raxOCWUqNgBPUE8ke+aQGbceG59Eni8WSCM2mIZ7e2gcHc2QzjZ3AG4/hk1duI7Tx+RrdxcDTbaym+S2ZcM8RA27dvViwPPsBWLpWr3z6vLo94j3ARzFbg4EFsJWwzMOpBDY568etaVxZWfgDxbHe6jK18ks7qltF+8EcW3AUqcAPyMe2eKANDQNbuNQhn8WSXbWn9nQ7bq0UfLdxgY3BRwDkHn2r02zu4r6zhu4G3RTIJEPsRmvItahgtNQ0fxRqUcKaTdLh7GAcbctgbB6A857k1p6NrlzoM76tdzFdDv13WUAcBVY5OwA9Px71y4jD+0V47nDjMJ7Vc0fiX4nqNFRW88d1bxzxEmORQykjHFS15bVtGeA007MKKKKQgooooAKKKKBp21KE9tgnHQ9KqvbgwMvethlDAqapFdshB6Gt4u6PtMuxn1ijr8S3/rzOK1WyJyQSGHI+tcxNr8pu3hvrfYyDZuRR8w7E4616PqtngFgOtcPrGlmU+bGo8xOme/tXZRnyuzOmvT51dDrewS9ENtFgxuMZ46YrsPDLy29q9gZNy2zBFx3XqD+HI/CvPdK1BbW5CMoba4Jhk/zyK7XS9Xtv7ThkMXlicbJHXCgMTxx6Zx+tdt7nn2sdRMRG5Y52nriopVywIHI71e8oSTKkgGCdrfNj9e1W72yhNoZIlCeXgFieGGMcY460CZgspkUE4z6CoVTaQfmxnrVlxhMZ6nBrc0+OFrFdkUcrkbJflOQpPQn8KG7CMiSQYUKDhhyaksomchQBnIA/GptStxFekDPI3bRHtUemPUUkbiAhiA+P4W6GmBJeWc9vEZXICgDPbBPb9Ky2XKs2O3U1vvqFv9mkkWRvOcAEhQcEjqFPp0rDnCR2o3Nkj0FCv1An0aOGOKSaRY3dXBT5xuPH3QvcYqhr1jDFFBPGFhVlCCIg7nPc9MVXtdQxcGW1nhSRUL5c4ypO3jPXqKbcahdakjxXDhRBGrNHHyCQMZ5749KTWo0YV4cRkyMqrngk/5JrNu9XF1rVq0SsiIoUtMxZgP8881qEIurPEyg8bkJ5III/oaxdbtfJ8u7QkLFJtlP+yxxk/TNHUZo6ksmqadcR8tswUZeMY7+/I/Sr9tK3iDTrexhGS21rhs8IBzj6kio9FsJWurmwZgW8xh5ka7hhvmDYHUc1oeF7WPTtU1K0jbcnmCRT/vDn9c1lXlaOhrQjeXobkOmJbwqq44FV7iHaDxWyDkVTu4s8iuCS0PQT1LML+ZDG/qoNS96qWDf6Ns/uMR/Wrdcj3PhcXS9nXnHswooopHMFFHaqOqtMNLuEtnRLmRDHCztgB24B/DOfwpxV2ki6cXKSiup5r4yn0TVdWk0yd7uDV5rmNVYFdqooIXJGdo53epzVXxXp0l3qlnpmj+I47tQobypJ3kkkccZcE7QoAz0AA7GtG0uvENp4xkbbY38NlAYJHeZFHQDeQozyBgLycZ6Vn6NdeHbe81DUda0AQxq7pEY4l8tB1L5ZvmcngAZx2Fe5FKKSR9RGKilFbIl8dvrscNna3Vta6kgUObiC1j8tFxt2xsSTn3I+grO8Xw6G8OmWP2W80eQAhbV/LQFiABI5ySv4gk9sVPpOiyjUx4gW+vILdFMsb3UET+YM4G2PdtUD+8aZq2p3WqTW+seIdK83Rc+Sk8cMbXEoBz2H3Se4A471RY640HT5PFml2dv4iBuLWMM0rsJCZRwFBJAPptGMCq97rU2o37XTxfaruC4Jn2wmFtgG0AAE4XrnBqaLTdP8a+IIP7Mhn061miC7oZVPlqvJQKD8nHr1Jrp/GWjW9pcGe22RTXFmIYpGyPJMJ3lye/y8e5xWcpx5lDqzP28Y1VT6s4+yt9Sv4U020kgttPvFZ2hLbtkiEkDnkNgck1h3w0+LR7G6uJGubkSyRywsxbYo4U/Qdhnmt3V/Dws7W/vJNWV5o7sbEV8l96529fvZPNZ0cVpClzaGH7TNFi6kyNigKhOST/AA5I47/jRbU6b6HTeKfEP9o6Lp0uiaSqm4K2sExiPnTptAYDaPlUkbc5yecYFaV0fF+veAvtFvEIkkiWCOzs3CKiqdrMx6nOMBQcAZJNZNrrXiHWfhs0GnadJFHaosO5E3ySOxySvTYu09hn5sCtDSNH8Raz4LvI7rUrdPsivaW8Ify4Rx8zMVwGI+6Ow5zmrMhPBug39zo90t/rqtp9lIBbqWItjJjklsgsinjAwCawPD3h7Tx4uFrc68rEGVrtracRRlME7VbOWJ744A4zV/wToej241CbUdbSSztFQj5wYvO5G4Ic7wp4UkYJ7Gs+ztPCdn448m/vJZ44Z3lnmukZRIeSE2gD8Sep4ApgHjCy8M/2pBJBqTSQzwhbaOOLyoYVBI3ZC5ZR2AySc5NbXiZfCEPhZYrWW+kgt5E8xrXhLmTHRnb7ze/O0dqyPG2o+HzrMcy6ZdLNcRL5huGDGJM8FY8/KxHQHAA7Vr+L9d0j+wLEQ+HEIQounm6G0uMct5YH3c+pG4+tADPB154Ut9DuXW1mlu5y5mNuChtYsdDKzDA98gse1ZHg698M/wDCRK/9kXEpgVjbQiLz5J37FjnAI7DAA6k1vaRrv2TwJM58Of6LmRrmS7U4kl6YRVX9eAtV/BGpazG99PH4eRJkiVRIVKRQRHnaIwMsT2HU9zQBj+JtV8OXviwo2nNF5xRbqfzhcGM9wgBxnsTk46AVf8dav4bkj063/sieAxZWFJH8tFj6BmiU5HqB8pPem6Nquq6p4x+0p4eSSEs1xFEi/Z0LLwJH6k4/EDsM0moa1P4g8YRLN4dE0QPlzvbwFWlKcsNzjhQevQnv6UAQa9beGJdM0jS9OuZ4A7gNII/LjuGxzIzMMnHPqOw9aj8meHWxqGk6nFdx2z+TaRSEu0rkYJ+Y9R3OMCl1DX9H1PxJcand6KBHZxDLRneruOAATgAD6ckVSgj8Pu9s0k9xBJFG1xOXB+aR/ug9z1x2H50AT3IVrG+/tLTjHe3E4T7XZIoRHBzgYGT7nnnFSRPJq3iDyPKOtmK18tp0jj81JMcNtI5C9Oc1FY2OpW0umQ6bfRXzxyErCzZUyHPAXoAuck+tev6BoFroVqwSKH7VMd9xMkYXex/p6VjWrKkvM5cVio0I33bPLtJ8Oa34UuF1bU7KS+sDbymWFgC6hmHVckbjwcenFQazpFpLbtr8d4txqNzbh1tolx5BXAZv9nH3Qte3lQVIYAg9jXnPiPwdPocc2qeFLOLc+WurYksZBuDZXJ7Y6e9Y0cWpO0tDnw2PU3yz0Zj3H9q+KvC0d7pGnR6aYZIhM42o77RkyM3HygkEDGevoKsaJqGj6jpCWse7VfEEM00wuJNxKYHExHfgKAPoKoNqN7oPiBT4mvAdPuLnzXs7TEgDbMgkqM5BI+X2ouWv/Dt9b3/h7SxY6dLbSTGa7yTtY9WbucbSq84z612npBoM1smn3eneMSZrgRRi1sWby5FO44TA7kkNTUikivbzT/FgVbQGX7JGR5bM24NuUnrkgD/61N8T2mn2FzDq+mSNql0fIhy+MbyMhsg5aQ4OfTPbirut2cep6BD4p1WUHUl890s0UkZXjG7PCpjOemT3oA2vCXiK/tFuk12RYUgcRLGQclQQodc9vX1616ECCAQQQeQQeDXkN203iXTYfFt6fs9xp77YrQ5ZpBsBUD1zy3Pauy8GeIpNYtGmkjigtZGH2aMsA6A8KmO4OCQR7iuHFULrnieXjsJzL2kN+p11FFFeaeMFFFFAgooooAKjlj3ruHUVJSdKqMrM68HipYeqpLbr6FO4j8+E5HIrlr61w5yOK66TEb9Plas6+tlkGQOK6k+x9tSqRqRUovRnnWqaOs37xBtkXowrPtL24tz9nnw3PAfofoa7a5tcEjFc5qWnBySF+tbQqNbCnTTPQPD+of2hoySuCrxHy3BOTx0P5VpG7mS3MXmfuiMY9B6frXMeGtPu4/CMtychQJX3/TAX69DT7KM3uj2/LGTyGkZgc4613Rd1dnnTSUmkbTSRDKNIoPXFEWpCB9sE2GDA4U5yR7CsjQl+3QxybD/q2D7R1Ixn+VWLECTWdQUjGZE3e4Cg0yDTadpZMsWYk1RutSIiZoodzbigyerBd2Py/nT4S9xqghQMzGMtgdhzmop7M25dHKkxXPz+/wC7wcfpTArQ6m1xCHxtzEkwGOoOQRn1BH61bgAntTdPEFlCbQM52k9aoeGdKvJ9Ntpio+RDGuT95SSd3pjiugsbVTCIivyyPyAwUkY9TQBxN3sg1VY/4ZSw9cZ6/rg1q6OjT6lNFgNJIdu0Hr3o8WWttbrDLBF5ckUyLuOfn4OMds+tRaTcGLWBMoU4AOGGQT9KlO42iv4l0yXS7y0vDL5iee0bEA8AqOvpzx+BqaKO3utPvbCdmWO8i8vOQFXg/MfpxjFT+Mb+1n0to4YWV/tAkJcc8EAH2JyeKzrZt9uuTztHSkvMZi+FdWFvq8MeXMnl4mTcV3OjYIBHYiukttRV/FkZWERCaDa2OhcHJx+dcBqwfR/FcN0vEcriQHtzw39DXU3MywXljep91ZVOfZuKzqxvE0oytM9Ajk+cqTViVN0dUUJbBXoRnNaar+4x7VwLsd77mZaEx3bxnowz+IrQrKnfybuN/Rhn6VqVzVFZnzGdUuWqqi+0vyFoooqDxQrjviJc3UWiQRWVu1xI1wkjxr3jU/Nk9hyOa7GvNvHE2kXuqzR3WoSwXaIthCoTKK0mGJYngcEflXRhY81ReR24CHPWT7amP45lhg+yxXvhlYz94KjM6wxkAbsKBGW9OTj3qLxjP4Vt9F0uzXTL22RP9VG7CISDH+tdB83X2BPbAqxqllc2ep6DYaN4gg1KSAhUinlMokfO0jb90KoHXr75pfHKeJYtStY7iC1vBt2PcGOJfM3NzGn8QHb+99K9c+hKfiG28LW3g60jsL2cKWRJbhLcsLg4ztDv0A9AcD3NF/AkHhOwH/CTx3k0DoRFNKxijVudoCj52x1BOfQCr3jh9UeOxS78K2nmxLiNkXeIouFC7z8rNnoMcH1qh4hsrrVdS0fQl0YWMCRbYlfkox43OB8rEnPv6+lAHb+BtODCXWZNPisZpYlthFFt2EKSS4x03E9Par/jSKL/AIRu6nlidxHGykoMsquNjEDvjIP4Vt2FolhYW9pHjbDGsYwMA4GM4qHWbN9Q0W+tIyBJNA6LnpkjgGvJdW9bnPnvb82IVTz/AAPF5bbQCl9cXEswEBhWONf7uAC7e3vXQadrFovje9h0TRN5urb5WkG5QMAlmXrjaOFz/Osu71XRoNK1BY9HaSXZaljJjAYArkdc85wvtmtqHUddufG9qmn6bFaCW3CB5I8GLcuQxJ4Z9g+nOK9VI+jbK3hNfFepafrFnFi2UBrgIv7qaUsCqqSMlVAHTrwAOOaXwf4eb+yL8avrirb2hCQ+YweCGdhhuCcMy9B2yTjJFS+H9E1271rXk1PUWt4CTNLDNJkb84j81hgAY5wDyAOgqt4J0XQ7Jr+4vdX81o2WFDA2cTnILRoMliBkBsepHrTJK3gq28Kabq91cXF4bl7NNkfDF5Zi2N0SAdugzk554qK1v/DmmfENUTTLt1huWky4E00kpHC8k8An3JPJIxVjwVeeF9P167a3tri7uokaK3V48y3DE/M+ScJxx7DJJqPSdegj8diPRvDqPAtw3kR20nDTEH5i+MEDnA4AGTzQAni/XpZNf2Q6BbxzeUGvlgy0hXd9xpAMD/aK9TxmtnxnrHiiSws4ItLW0lnO6BEh3vAgXnMpOFbHp90d6zPFepeKbjxDCsltEyWxi8xWgEcMkhb5R8xy4HbPucVe8e2fi2S1gjvLwLbOTLO4cJbpjGI1UDc3Prkse1AEsd54uT4e28tlZxQxPF5cUVpGrlizf6xyxOB7DPqTUfhmHxdD4Rvrm2ljYRyuw+zbTLcuByTIQQQD3GSemQKl1zRvEUvgS3lv9ZjR5YoxOs0pgSCL/dH3j6k/QCqSaFdD4d+bdeIVQsrrapdymNEhzyVUHO4j1zgcYyaAGeFbXxXBpusait4kjAgs8ZUyyuBkqsrDAUdDjI4wMdap6e/ivT9HvNZN1DLcXUwijlIDO30YjGzPZRyelRro0Fv4AaSXxAFjd2aGOVs4hyASiA8Mffp04yabd6HaRWXh63XxAPtBZCVEgZ1ZjlcNnaqgZ/H1oAfIniKwR7Sa3t5vs0X2u5+UEyv/AA55zgE+w4NUptRe33tqejozxQec7r8uZpOASccnB4AqxfaTtu/EC2GuxNEETaqykKxzhdxzlmxnjoSfwq/aW+vya8tnMUuop7lEaRwDwijnI6AE5wKTdlcG0ldnSeAPD9lBO2sW8UqRiEW8HmLtyc5kfHXluMn0Nd/UUEEdtbxwRKFjjUKoA6AVLXjVqntJuR8xiKzq1HJhRRRWRgcz4i0KSfSJk0e2t1uGcyYEah8kYJjY8K3+eK4e2EHiKyvNC1K41K4uI3WG1jj2lQsYy2Oi4/DPTk167j0rB1zQXvpYb/TrhrPVbcFY5k6MjH5kYdOccHsea7sPinH3ZnqYTHONoVNu55/4Oub64sLvRbfTotKgj824M0zcqp+Xblh8vI5brgHFZvhy90vwvf6jYXTjVLxoREodS0G/OTyeiYxk45xWhrXhWW71HUJ9KtdUbVVVZn+3MqJIAQCqrn5xxyScfnUenw6fcWOs22utbNfuVmluGGxGCrj5RxvIYnPOMj2r0U09UeymmroqabbatN4jn1Ox1C3TTlnLRSXMoVcFeSsPOTtzjjgYqfSrrT9T8RahqcCajqATcW81CqxxDOGQr0+YAjAzz9a1fBItbNLzV4buynuTamIfamG64Yc78n7i8bQvGcdK52DXL698Xz3Fwsunm5tzGUguhEQuPvAsdp9AOOvrQM9W8I+Ih4k0Nbt4zFcIxSVCpGD1B57EYNdBXkfhPxRJp/iO/sjdBrJ5kPkshkKk4UkOvGRxkcivXO9eRiKXJPyZ87jKHsqmmz2Ciiiuc4wooooAKKKKAGugkQqfz9KzZGK7o36itPgcVBdW4mTI++Onv7VpCVtD2cqx/sZeyqP3X+D/AMjBukVs+tYl3H8pyOa6GWNgeRWbcRBnAxnJArpg+h9Y9jdvbyDTPAQjE4ikW2K7QMbmKHGfx/pUfg1NmiN+73utqi7W6Y75PbrXPePHIMVuOAQoI9a0NEuJIdEMiuQ+zaOevFeklpZHkt63NXwsypq91GgwTcOMOoUdOQB6daVERvEWpSL5nzSYbeB94AZ6dqxvChdY3YOQxcnOeemDzWzYxiBJz/tE5PJ607EkGk3Edt4iBl2/MpUSMxGznrVzWtslvM6Y/eNnIGM8da59nzqykAc5HNbl+d1gvP8ADTEZvhXU7KPTxHLII3hL5ijGB97HQ/ePetWWX7RbF1ydwPbGffFcNpwMV7cpjBWViPxNdvYjdYkA5wPTpQlYbOX8Salc3cKwyuCBKHGBjoMf0pNIPWT+IkA0zX4/3/Q9cn2NafhvTre4sllmuF2lsYXqpyMg/UZxU3tuMz9ajMtpMBjJBx71Y8P6TNqOnrN5ixJkKrMeGOcEexHX3qXVrVrZnjlK9M/KwbA7Zx0NQ+GNTtbW0ktblNqK29XQHexyOD9BmhvsBz3jfRpG05nKP5tu3mISpG5ehI9u/wCFVdLuhq/hl4snz4hjr3HQ12Os3UN9fSvGCUI27iSQw9cHp9K86tA3h/xK9u2RbzH5f90/4Ub6BezueseHLwaho9rMOSyDPsRwa3yMRVxfg5zBLd2Z+6svmIP9lv8A64Ndt/BXnSXLKx6Kd0mYWogYatK1k821if8AvKKo6gucmpdIfdYKP7rFf1/+vXPUPKzqnzUIz7P8y9RRRWJ8qFeTeItRs59ehs9U0MzSS3/mbkjLusX3V+UDBLBe5Jr1d22ozegJrzqyXxbB42ED29rdmC0BjaVsLCccuFXk9cc8n1Fd2CWrZ6+WR1lL0MHU5/CepfEGKO8+1WCx7S/mT/LFtGfLQR52n8eDwBmo9YsNLuPHNjDpmtPYyAoYFe38gW6nk5Lcsx688nua0tE1XU7nxzPcy+FhI4DyQBI1txuHymR85P45OOwNY6Xuiah4/kabw07wiVmYQI0nmyAcg7wMLntgepr0T1yz4phhuPEGnLD4x84Fw8UnmMW3ZwzlidigAcbR7AVveEtHsr7xpe6xbXtxew2g8tJplIDuQQdpPXGDz+FYcF5bar44a5sPDwP2WNpXaabeu5VwEUkYwCei9+9eieEba9g0JZtSiihvLqRrh4YlCrEG+6gHsAPxJrnxM+Sm/M48bV9nSdt3odBRRRXkI+eW549qWoala2ep2VtooV4zDEzspYthmHbABIBOewxWsbTxVfeN9PE119iie125jAwsZXLCPHIAGF3HnNHiyLxE9zrUNoYo7Xyo3VlAXK7yeTzwMkn8Krz6FNL4x0qXWtdx59qHmUTbGZNpZwwJ+Veg2gcj8a92Lukz6qm+aKfch0PQLSPX9cl1PW4VEfURy+ZGspbEeQSTIQMHkdcdTUHg0eFLKLU5Gaa+uXBgUKCsu3BLyZOAin1z0474p+h23ha18Waq0t/JdS7GWNo0KO7SHAESADkKevvxgDNJ4R1fw5Z2etWkOkGdm+SRJ8BVgQHMkknPU9h3wBnrVFieAdfsYr2+XStDLXHlBIg2DGkIOWeV8ZJ7n14AFR6PrOu3vjcTadptosMk8sNsZYjHHE5BLOATkt3PfHHFWPAfiPVbi6vItL0WOOSWMCGchvJt4UPTbxuI/NmPJFV7OTxbeePDPHJ9jaed7aMzwKGROrMqDOAOpIOM4yTQA/xFYeLX8X2ryX8qTQtHHaPKwZpmP3mRFGAO59BwTT/iBoE0D2pvNfjkVSzO7SFp5Jj0ATOFHoBgKOSap+LPDj2/iqAXGuosrCOO2P2jdKefmaRmOF9fc4AFWPHOmeGbSOALqss6wSPHJBGMmSYjJZ5cHnu3UgcAUAWfEGgaXbeELVb/AMQL9tEUUt3vxPKyfwqmOgHYDAJ5Jqvp+meFk8CTK+pyrdXKyOPJPnyRwqclSMYUeuMAnuak1FPCEPgSGCKa8uDAkUty9lkJLIeiu7d+wHJUdqj0W/8ACn/CDXsH9nyTPNvluvJHlLCB9xTIx5HZepJ5xQBn2J8Jv4IvERbszNI0zxwkl0jUjasjHAAJPbjJ4ziq91N4Uk8P6Em24VFlxMwysSsxy27nLMBx9MfSrWja7preDdWRPDqOu/zZQ4xDGAMRgEAszZ/qcioJtWT+xPD5m8P8LOefLzI3zZfYNuAM4Azz1+tACanH4buNT1pkluoXMcflB1IKqSPurj5VAA5PIz2ruPh7o6wXF7fx3hntiTHAAcgZOWP16frXF6jqljLqeuC40ERlzGsnlngMWBOTgZbOBgcda9b8N6ZDpWhW8EUXllx5rjvubk59+g/CuXFz5adu5w4+pyUrLdmvRRRXlHz4UUUUAFFFFAzkfHWnwTaVHqHkTyXVu4RFhl8vzFcgMrnunc1yC2Nxf3ks0moQ2VhaFTd3n2VnDZAPlhsDK+wwMV1+ryP4k1GTRrS9NtZWzYvriOcJuJHEYODz3Pb1rhdcvYLO2XS9NfVtLaVmieW4YSpcEcf6wuAFPfivXwsZRprmPocFCcaSU/6QviXVJNUeHSLaHT9V06KQBZLL7+PZIyOB6HPSrzGz8IeFisdwdRsZy0bbbILLbuenLc7R/tDHvRaw6b4eslmuHSx15oVaKW21FVguT2A2ngH1IxmsSwhuNZv7nxFqrRfZoHaO/t1vCvynHKgcY5z1wea6DsKo0y6sNHub6SXUBqFyRDkxhBLC5+V/bnrg8cdq92s1kSwt1lAEixIGAOQDtGa8URV1rVRJ5ME9nYyfZLZTcM5lWQHyxjknBwevAGO1e22sbxWkMcjBpEjVWYdyAATXDjdkeVmduWK9SaiiivOPGCiiigAooooAKKKKAKd1b71Mirk/xAd/eslbUvfwJjKlwa6Ko/Jj81ZcYZT1FdFCV5qLPoMvzNqKoVNez/zOL1y1XU/EzxyOywxcsyjOORVwW4sLeW2D5VR94jseayJL+ODXJ55kMkbuQcHn2rQa9bUC8jblBxhS2cDHT6V7Cvc7jX8I2DTRyjftOCQcVq29mJTMjOVxlmOOPpntUHh6dLPPmZKMvQHuORU0uoG1eSZQzJID8jNjJPTPrijURkalpa2V9FcQM8kTu3zY4XJ+UZ9cV0NlFCbASyRLKwO0DqQCMHI/rXL6jqQv9RjWKIRxxn5T0JHGAR045rcjv5rK0UxkcjJVh17UWbQaXOQ1G3jtPFFzHEEVDtIVGzt4xznvxXYeGJCJHQFSxX5Qe/Oa4e8mmn10SzsXcqFLHHOK6XSmbepBKn2NO2gXKfjCCOC8fYpVcZ5bdk9zn8elU9A1trSJYJ1aaJCPKTjCjOTx64q54obzMA5Zuc+pJrmoA0ci5zStqHQ39Tujd+ZMwUM5GQFxkdPzNc7anZMwz35rbkO62wemOfemafo8Nxab1mzOysURWABORjOemOc0m7Ma2IGbKBR0PUmsfXtFbVbPfblRcQguik4L46gepx2radDGWRiNynacHIz7etLb3Utq7GJgrbdudoPHcDPehgQeELrzobK9j3EEG3nOOFfqoz7gfrXo8Z3R14nbXY0vxTdQxZjtZZxIqk/d5yP6ivZ7N98IIPUZrkxEfev3OuhK8bdilfr1qHRm+SdD2cH8x/8AWqxqA45qlpLYu5k9VB/I/wD164qi0MszjzYSflZ/ibNFFFYHxZm689uNHnjupzBFNiEyBsbdxxnNeeaHpZt9O1zUrTxPEscszfZ8y+THIyg9wdxAHbj1rrvG+qWel6PG1/bzTWskuJfIOJI1wQXU9sZH5153qkFza6bpVx4d8NwRWN2rs5+dmKg8CSQn5cgZOMe5r1MGrU79z38ujajfuy34bF/4csrnUdS8Ux2tndkFJmhLTTsOuwsC2O2SPoKdofiKC3v7/Vrq9ub3zyYoA9i2VPUkdBt/Inqa3PEVx4u1DwfbXcVtZWiS+WQny4tlA++XfofTA4HvXNanBrx8GWck+oW9tAhEkvkqc7VPDlcbnLHHoOldR3kvh7Sry98YNp2oX88dq8f2nyVCxeb82SFCkkJk88817CODx0rhfBVhZXd3HrluZZWS0+zvPJ/y0kZgzkcZ4xj8eK7uvMxkrzt2PBzGpzVOW+wUUUVyHnnnvjXSLu8vdRb+1FtrJtPDlHfCgq/PTGeCSPUmueu7Dw3aap4buNT1Q3BZEM+8blB+8WdhnORtGM8V0fjCw0e58TxNe6gsEj2EqNGnzPnHytt7nsB/hXITXvha10LQZYrSecwTbJG6hSW3N8p+9JgDnGOfpXtUHenE+nwrvSi/I1bLU/Dtp8QbrydJu55riFmjSYBnleQD5SSfkXb69MnOOlL4O8QmLVtV0/SNBiKudsZGWhjiQncWwMsec+pJA4qZ9fu0+Isb6f4cjWaVOYxlSJZAQplbGOnUe56mmWF94pXx9dQ29rbwG5ZrWOeWDy1iOA7siZyfX34yR0rU3KfhXUvE9z4mngtreC0F6Hhhnmg2GCOM8iND6enTJ5NNu9F17/hYSG81aa0nuJkjQC4DytBjlieAB/U8A4qddN8WD4iMJdQms3vJPJySrymADlwAMAD8BuPfFZ3ifQdItfFkQudbgbzHjjiWGQ5iVThjK/J3duOST2AoGHjTTfDNpqsG3UjNGy+REkaHZBtb5mZwMuR+JJPJFXvGl54UTSbGWxspLiK2YwW53FbdzjLMFzl8HkkdTwTUPju58LW7Wk1jZzzxgNaxMeYFRcbmjUn5j2z0ySeTVvxVryT6FpkmmeHkRyUisJZod0pG3BZVAwBngZ6nJAoEM1DWtBHw8tI4tBM9vAq+TNd4iEk5PzAKvLf7RHGOM1Jo+vyR+Abz/inVaFWke6kuYjsaQjhURQD/ACCjvzU82r+IH+Hlu1noiwwKqwQIIjcSGUPgvz90A9M5JPYVHpdx4vPgS8EEUMHkPJHI0bqZJJCRud2YkADvjkn0xQBW0LUfFB8Lau0elKjod0r+XudyU+VFjPCgDB6cDHBJqi1x4p/4R/Rofs8OBdYKnbgsr8+Y2c5LHoPStDTIta03wJNLJ4htod5keGMyiHzQeDIz/ebnp096zdP0i7TwvbalN4lSJLO4322XxmIffKAnJOScZH86AL0Fzrlz4meC9tY5EuNQigdjGBwvLYAPA756mvYq8d8H2uqz+INPuP7RWe2ErXDgPv4ZsDk98DqecV7EOledjX7yR42aP3oryCiiiuE8oKKDTlR2BKqSAMnA6U0m3ZFRi5OyRFIQqM5BIUEnAJP5DrXMeIvE+n2ml5N8ttctH5iWd4jwGUHgBmxlR16c07WPGNtFDPbaL5Wp3/lMpgjZg6MeBjAOTXH22lvaWs+p6xcT30UaKbjSr9ZWaP3HTd+AIr0cPhre9Pc9nB4JR9+otSlZ6ZqPiC4+x6rcyaPpayL9ktkiZrWXPJG4AHB9Se9X7/XdI8LtJo3hvRIm1BXdJIrhWbeuOsbnlvp7Vk3Gq/25KNPsBCPDt5IQBL5sZt2A43tn5RnjjIPpV1ra08J6c32g+dr+lASwSw3RLPETzhW6AA88cjkV2nplbR/DV7qtoNQ8SX4i0+Xa0YjaNWhkznbtI+Xp259jUeo6g/iC+jiiElrp0O61u5vsa7ZFwSM449PrkGo9WTUvE13ez3zy2tpcxxTQ2cluSZJDwAm3lj7+/Su98P8Ag6C2k+1XdpFDDvEkFiMsI2AwHfJwWx2HArOpVjTV2Y1q8KMeZj/CHh5raC3v7yExSpCsVvCUVSigffYD+M59eB9TXXijrS149So6kuZnztatKtPmkFFFFQYhRRRQAUUUUAFFFFABUsNt50Ezc/IMjHc+lRd6nsryNJpIMoG25JJ6e1dOFjeovI7cvhzVk+x5PqI23UgIIO/PNamnruRVODnpVPXZVudYuZV8wbpMHeRnI69O1dV4PhjaCSYqskqkAIV5Xngg1697I+hLNooVAPbmjUx/oYbHpV25iSPUXWLZt7qoIC+1N1dFOmWw4GUORjtn1pknJ2//AB+DnNdHcqRZIWGB2rAhVReLnG3PNddr237Daun3DHhd2M498fhTA4N4ZLnW9sMbOcE7VXJrrbayntCjSLhSAA3YkgH+RrF0V4oPEKvKq8nCu0hUR+/HX6V193cxfZokEkcshIYb15VTyCPyxSuwOS18sXbP4U27062XTyVVoJ4VVy0vHB6jjqew/Cn68eBnqev+FZJ1icWH2IBQjfKz92GTkHPXqPyqZblLYtYLQZ9uvpTbDW1s0kheEySICI2IBCj0I9OuaQHNqBn5scelZbA+dz1z6USQItmQMzuFAyScKMAewoIwcjH+FRb9gG4/QV0droUEtvGZp90knzKImzuXH3frnFFxnnmuafJLrFq0QO9xjKjJ45/lXqnhi5NzpFs5OW2YJ9xx/SuB1+2ktFV5ERpbZwWAbIyO2RXUeA7yK4s5oos4ilxz7gE/rmsK6vFM2oP3mjoNQ+6azNP+XU1zxuVhWrqA+WsR5TbuJlGTHlsevtXBNHTVp+1oSguqZ0dFZumaza6rbwyw71Mi7tjKQR7Z6VpVzuLW58NUpTpu01Y5TxvNY6dZWurXcDzm2k8sQqoYSI5AcEHg8CuX1SPVtQ8O65FczJpmlW8wdUUlWwQG5B+9jGAO5PtXeeJIZZvDl+LeFJrhYWeFGGfnAyMe9cK1i15cXVx4iv3RL/TkkitbeQMdwAB2r64+X6ZOa9PByvC3Y9rLp81K3YzdZn0mXwHDN9putYuVSIPLLNlA27iL+pA5wOTUSW+rXGgWlzp2iLaxQXQ8+GZycsOSznPyqOMZzitnwnq9zqnhK8sdA0UxLAZHYuivkn7ixg98jJJ9Ko+HbDUG0rUrPXtYCJBFuETEMIpZODvHVmGenPJ9a6zvO28Cop8PG5SbzBcymVvQMQA2PbIrp+1cJ8Mr6zbR5dNtBIRbO28uMYbOCP0B/Gu7rx8QmqjufN42LVaVwooorA5ThPGF1okHijSH1GC4llQtGESM7W3qcYPds8e2a499Y8vwx5GnaAo+y6i0auRuPJyURgP7q8sT9K6rxlrCwata7dLF1dWl7EIWDYbDgZUDHUkHp0A96w57zxNqXh/WltrKK1iN7ltqheCerbvuoAp+ufSvaoK1OJ9PhlajFeRb1m98XnxZpN4LWCIFEKLIg8pWkOFAPV2UHr164wOabqul+K7b4g2jf2w0UkwS2hmZg7yofvsEAwoHX0HHJqv4o0/X5LLQ9ZutajhkKiVWEhXZI2NqRx8YGO/1J4qr420XTdP1O1uX8QFpU2xHYSZFmJDM8jjIHUnj2AFam4eJPD0Vr41tjL4gjVpHjihMdxmQKDhjI7H5T/MngUzxza+FLS7t5ILi4nhANoiLGfJg2n5ipGN5GemTljkml8bQeEYorW4s5rqeJB9mTYD5KtwzPu4LkZJPqTyRU/jDVfDsuiWN7pej+YYgtta3Eo2o3y/NsjOd2316bj3oAXxjr2mz6fp8uh6LGXbFvZ3JTEjptw3loBwB90N65x61c1a78Wap4IsmsrMWtvMEjjjhK/ukAILPIxyueenQZyeaj1PVtY1TwFarpWjy20KqlrGzpul3D5XO7jYoHGcZOT0pJ9J1zVPhykt5q9pCu3yljaTyYkhRuWAGA5PXPTA4HNAFmG08X3fw3823u0CCMwRQ2rCBRHuwZGOOc9sYGOea5m4L2vggQanrbywCQpBBAp2tHnqp46kHBbtnA5rZGiCT4cPPe+JASyyJai6Y7RCDk7EDZ3H3yQMDArHefw/Y+BLWWDTnvJUlDR3FwxVHlOcjZ/GFGM9ugoAkv/8AhFrTwJbC2hubtlKebMrFI5ZDk+WSTuIXqQo49s0t9LoMXgCB7DRJ3TcqvcSZi86QnLLgZLKOO4HQZzV5/EcjeArSGy8OJtt8os95GG2zbs5XgADPrxnAwaZqOt6jo+h2Gj32p2VnvP79YsyShywYs7HIXrnjvjFAFnQ59NttR8Jra6TNbCSZk86QbXkO1t2VA4UMcZJzx6V62OteG3HiW7SeIaVqBXTbCQOq3MI3B+4B6sCecnrXrvhGTWNU02K81eJITINyxqm0le2cmuLFUZTkmjgxeCqYiSlBrQ1SQKCRtJJAA7mrVy+m2q5uLhYfZn5/Kse81fTpreSOGDzoWG1pLj5UPtjqfwFc31aV9Wc1PKK8pWdrCT63pVrZNdXF/DDHtJQyZVXI9DjpnuK5H/hINY8UBo1Emk2UaH/TbSRmRiemePm/CmXGm2t6xSWKNkQMsfH3Aeu3PSqHie71jTNOEOkWMD6U0SxTWruz5JPSNc59+Oa7KMYR0W57Mcujh1dL5k2sz6V4btfOSQ3OopGqx6nBI2M/3X2n5fcc1iDS9c8RaxFqmoQG0vYHDMgneH7VGByYwRjJHcH61e0/QNI8NWg1i8k0260++ZYpISpYQNjggtn5s8EH86zTquo3thZTXNxLpemWgnljeKQSvIqkBRgnOM8DtjvXUIuzavb6at1pHhiC5uYdRt3lADCYRTD72e5b1GSOc1lJaLcanFBJ5Ws6zcWUUarNCyrGWPViP7oz6dKn0HTZ5HSPR7BYb3LNJcz7onzJn5VTptC888ccGvT/AA94ctPDtq0cEs08sgXzJ523O2Ogz2HU496wrV1TXmcuKxUaMfPsQ+H/AA0umN9svpBc6kVCeaGYrGgGAqA9OO/U5NdBS0V5M5ym7yPn6lSVSXNJ6hRRRUmYUUUUAFFFFABRRRQAUUUUAFcHf3Nxb6tdNI7BZCePbPFd5XKeNzFJfwqgCyImWQJjg989678Duz1srS5pP0OUmZnJOOtdHoN5PaLuic+pB6E4xXPlMvtzgbRW1opLIBxXonsM6mJ3lHmOxZm6k96NQkc2SIWJ2j5V9Ks21lcTWZljQEdsnrVW4RpgkK43HCjccDmmSc+i5nB7/StyUmTTwB0HT2qC90m4s4VndhtXG8HsxJGB69K0dLt0u4xHISEHzMQKL6AcrIuLtfyrYgIG1j0xjrSa3pSW88VxB5jwuPvMOAc5AH4VAJNsHDAY6ZoQGfrE+6XaDk5rEK5mHAAPrXZWMEDWJmeFJZZPlYI+47CR1HY8Vz+twJBqjhCMA7ivl7QhPYeoqG7sq2hZsrcXUkcBlSLf0Z+ntTtX0iKCKS4t5AQjfOGcfLwOB6nOfwqna6nJaXAeBisgGN2B0PXFP17xAlzaNbwwKiyPk7gCe2Dn+9wfzpyuCKUhVhuTFdHZ+IYxao00IadVYKyoAq8AKMfzrl4HzFk4yR3qa3tLu+cRWdtJK2cfIOB9e1J+YxLthdeduVVEhJ2IOBnsKn8ASC21m5tieJUDD3I/+sa6Gw8CXc43X04jB6pHyfxPQfhW/a+FdL0mN5raAC4Az5pOW/Os6jTi0XT0kmRX4yhFYc3IOea3L8ZXIrFmGAa8+Z6MNi3oNwkpeEW7R7MAEjg8dq2pk2ncOhqlpgAi3ADNaoQOu0961dPnhY8jH0FWg0t+hT/lXlwtdO8P6zYtqckmpXhkns0hK7sq33AT2BBA59zXqTKUYqeorgvGz2+iznUbfTvtOoySRzpyQPkIQ/iQVFRhJWm4s8fLpuFV031/NGb4XbX7rxHe6YqRadpssjBWiQq4SLGEQ9QvIGcdzjmsO2tNA8M+Ot+q6lFdTM8krmEM0S7vuAdTuzzyeMDvWnren6vJ4psdW1XVms7a9SKMbJwokDZLqOgVQD1PJ/Gq3jd9A0nVYL7TrSa+kkkEAORsjERB2xfoM4wOe9eke0aHhfV5dP8AF11o+naQtvZzGOUq7ZZM8sCf72DnHOMV6hXk3iCfXdWvdH1ZYjZWU5OeB8qNgAMRyWPP0r1GxmSeyieOZZht2l1bIJHB5+oNcGNhtI8jM6fwz+RYoooNcCPJOG1zxBqkviAaNYWKELdxAXsyApHkdB6tk1zz6H4hvNI8SwahqsdsouNxSeUKMk5JZlwCdqjC9Oaz9V1W5e9l3XVykSXTXETwvjDZOD+XHNLokGiz3OqyalqM8YvI28lIwT5bHjIDZy23jcfU178KbjFI+ppLlgo9kRanaaL/AMIJaXd7q9zfXAfJCjczpkrGrNz5YHJxnJ56mrGr3fh2fwVZXFhpU12LJFRZpSyRNM3DZTkuf4ifoCe1SWMukp4Qk02Pw+zTW7SXLG6UkAj7hG0nzGPAx0Az2q/4Tn8Wah4Y1Cxigt7d4FMpHyiSZ5Blc7sqmOvHPQACg0Kt9qMl14Ctbi28LKh08LbxTXEW+RZc4bCqMADOct3I4NXE1HxHe/D90tNDWH7AvkKoQTTeapzuGT8oXPucngUzwta+K7nw7qdguqwR/Y1OFikCl5nHIeXByV6kD+I8mmeENN1ufQ9RsZNfhS3sQQipKVj85hgh5BgsF9BwWPU0AM0628Uan4H1Cye5trWKzDQ+WkuzezcsZH5yRk8Z5JOap6Rpei3Hgq5jvPEDvdO0kVu6r5zLEo3ECPkoD1J4OMciovDGl2q2mpWeoeIw1taoMKjb40nbKkqvJfGeuMZJ61Y8Kx6Fp2l6nay6TeTtdlbdS6mMugByxcn5QTzjHp1oAh0SHwn/AMIdfAT3MtzMzhIlbMqRKNxDZwqKcZYjjkDJpbDVtY1X4f7NPhtrK3syqhpdvy87jLlhwADwAKXw/qMGm2N/AdBt7b7UwUfacNGsag4H95mPU5wMntik0zRdS1HTpTfXIksZ5CREkJjTIG0Y7kAcChuyuyoRcnZFMZ1nwb9guNXikETlkjtoGJI38u+OrHsD9a1W0Oz1TTdOWLS5Y5rZCp8+Xcu49WI7scZz/hW7p2kaPollgeXDH1btk+/rWTceM7S3na306F7qYnChFzk1g6jfwnVHDxj8bL1t4Thnl86+YzSZzhvu/gOldFHNdeT9njv9sUS4+dsD6ZHJrH0eHWJ0abVCsTOcrGjE7R6ema3EMEURjRVJ9FGT+dYuTe51qEUtEV2ktIBuURzXDZzIFOB9M9ap/NJKXfr6sc1otZBlJLAEjoKrSRCJo1Ycdz6ClctWQRICc1LdXRs7NnR9kqjKEHoaN0SR7uABWJq2k614iKW+nxCG1k4e6mbaqr32gck/5zQrLVmFetClG83ZHNXtxdXuoy3eqXJlga6hlt7GO1YiVtu4kDr0zk8/lW5ongW71Nhe63FBHuhAhWMFTDuYsQF6Z5HPT2NdvpWgW2luJt8lzdBAgmlPKqBgBR0UYHbr3rY+tRUxfSB8tiMyu2qS+ZWtbOG1DeUp3Ocu7HLMfc/06VZooribcndnkyk5O8ndhRRRSJCiiigAooooAKKKKACiiigAooooAa52oT6AmvOr6d7m7zI5YnHJ7CvRmG4YPfivOZQI5QGB+VirbhXoYH7XyPXyr7fyKlwuGG08HpWpoQP61mSEyMmeQvWtPRnCTPHnv1r0D1z0S0urdNMXe8YZVKlCOGJ6ZHfpWRJN5Vysu1Djnay5UfhUZ5VB0qG9bdMVzgCnYk0L7VLVLaUwzMZJCQpKBhkY/hPQHmo9Ou/sqiUDcAoBTOM8VibN8nJGAea0IG3WswUZI4FCSQ7kGu6pHdSqIotkcedpz1HoR09awpb4lSqEc+lTanxCBkBgeRVGDTpbpf3SMTg4J6ZAzjPrgUgQ6HV7rTsiCTC7tzKVyCcEc/nVUy3F4xmlaSXYvU84UUySGS2nCyIQ+0NhuwIyK9L0Gyg1nwRbQ3UCojZDeWcFgGI5I5571Ldhnl0F4HLyyblRmKrgZ/l0rT03wzqPiJhPB5cVrkgyyH+QHJr0+10PTdPTyoLK3RB2WMYpINMgtbh5bYeSGOWROFJ+lQ5sfKY2keFtHgYxuzXMsZwS/C59hXUQxQwRhIY1RR2AxUaRorZAwanA4qLt7lO3QUknvUcpHkvk4+U9akxxUUyLJCyMMqRzSew1uYt0uYs+1Yc6nJFb1xny6xptock9DXHNHoQZf0psxfgK1Yp43cxhhuHasfSmAJWtGHT4Y7s3K8OetbwvyqxyVEuZ3J7iLcm8DkdfpXOeIkuW0mX7HEJJyDGMgHAbgkfTg/hXVjnis28t+JIs7Q6kA+lZ1FyTU0eHi6fsasa8e+p45rGjpP4QttT8T3xN3aM8cluq/O+0BVUEdAOM8etX9U1m0vPBENx4e0tZJLKBII7wwEMkh4ZUAB6DJJJwMjvTo9I0ix1PU7LXLt7qbVIRIkEchDs4YAgZ7lhk54wKd4I1vVdWs7vSNMsFsY1klmMqsMOv3QkeRgc4+bnHJ6mvQR6fmZdzp2q6x4GlbWb2C0GnyLEsSfKqKnzHGDgvzj2x613fge802bSDbafM0nl7ZH3HOd4zkHuMgj8K8/0LRY9PuNS07xHq7LMIGdrdZtxhdiRlQc7mIJPA7+prU8C6yLfUbeytNPkW1WRrKeTb8ysMlCcdhgjr/FWOIhz02jlxlP2lFpdNT1SsrxBeGw0K6mU4crsT6tx/WtWuZ8bXSwaKqHBMko+U9wAf/rV5uHhz1Yo8LDx56sUzy6QrcDcjEEkqpHfHYiqkyFMCaBc9ih4P0q9JFArRyLvTYpGAMgVlNcXErxmJllRXOeeTz6HvX0l7bn0JptL/AGTppcLOlxxgqflcnt7/AM+Kih1CeO2eMag8asxJT5ioHpjvVa5u3urqxito2ljALtkfgM/rVmTzsuRaBwCAqlSKlJDdx1jP5auqx2ThiGJUL8xByNy8ZweeaWGVre9SMW9mtrNIpk8uMAtz3+hOaTyTcSPE+mZVB1JP88VVuWgtbsILQxqgD8ORg596fLEV2O/4mpllmtbMLG8pCkEBiM4z71HNFqMKHzhcHPA+Urg/WtvUb97SzMYCkKm+OTOfkJyM/maxLjUnvJWlmjeRAvyKW25+p7AegrOF76mkrW0JdIvYV1W3lu7V5bONh5yo3B/H611OrfEGS4At7OxEIPyo0h4HpxXL2RFxKA8wwqkbI4ztH0A4/OrUGkf2rc/2fYxeZO/3iz/dA6k4zgU6kIvcdOcovQqCz1HV9XiS4kmmeTrFGeE9yOwr0HTPDttokKlYg0x/iAyfwrT8P6CNKt22IglIxNMy8sRUepatZ6LumvbpWbsp6n2ArgnJy0itD0KUFF803qTy+a0SswCqP4R3rI1bxJa6eY7e3Q3F9JwsEXJJ/pXN3fi7VPEV6NO0WEo0nAPfHr7VuaN4etPDRa9vW869IxJK5+79Kh0+XVmiq8ztE1ba4uXiU3LmOYrkx8fL7VIIL6/XZbxEq3Bkf5Vx9e/4VzM3jCxbxNZgoGslfEzt0weMj6da9TU5AIwVxxjpWNWUqdrrc8zMcylh7Rpq7fUyrTQo0CtdsJmXog+4P8a1wABgDFFFckpylufM18RUry5pu4UUUVBzhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQMT+IV57rMTRaldQ88uSM/n/AFr0OqN9pVpfndMhD4xvU4NdOGrKlJ32Z2YLERoTblszgI0CBic9gQKW0l+z3Ej4yAelQ+KbqHQtXNpETIDGrnceRntWM3iBFi+4ASOa9WMlJXR78JKcVJbM9O02cXoixntnFaN9YQtalrcAyKfmLPgdOevWvIU8Z3lsqiAqoU5xjOan1D4i6ne2ggLKo6kqO+c5HpTu7jPQBE+SAox05PFXbK7sLK0vTe3lrApjH33GRjJzXhd3reo3hIkvJ8HsHIrHnZnPzsW/3jmnfQLHoeqeM9FSdvKnmueTgxpwfxNZy/Ema2tXhsrDa0jZMkkpP6DiuF281Io+Wk9RnRap401jU1QMYIAveGPDN7k9TXrvwU1eXUPDl9Y3MpkktbjILHJ2uM/zBrwNsD3Nel/BDU/s3iy8sWbC3dsSP95Dn+RNJrQD3Uj16jiomHORVmUYkz/eFQkc1mykMUetP8xd2zI3elA4qjHpyJfG63uzk92OB+FQ7rYpW6l5mqC4lCxEZ5bgVIxCgsegrKnn+fcx/D0qZysi6ceZle8foPSsK7k5xnHNa13JurDuM5OR3rkbO+K0NPRgQ/XPJNdFGflrA0XlSa34xxXRS+E4q/xslBqC8wyqe4NRS3NxHeIiw5hP3nJ6UXEgcgKc46mprzXI0edmDUaD5up514qi0rw/rcev3EUs1zHKJ1jXDfIcLIwB9MD/AL6rKVvEUvjMLbKunaZepFARHDt2pJliI+5PUkjofpXdeI1tk043lxafahCCnl7Qch8L+Wdp49K881iw1rXPDtveandf2fHpMzxS7HKlFUYVgp5JY46mt8PPmponBVPaUU+2hF4hs/DvhTxpBqM9wbtnuQdsUWVtwgwVPOGbp3z1NT2l7qq+KZ7Kys007Tr9oizqpVoyxJGD3Ld8dM+1P8UXOgx+GLS8063W9vbS3RPO83fEjSH5hz95ycnpnv6U++sNZ8X+GLfULm5j0pbOcK0XmlTCqrhj6ljnIBP866DpPUIN5t4zIVMm0bipyM98fjXmvjy8EmrukqkpboQuOMcAnkepx611fgfUbXUfCdo1rcGYQgxSMxO7cDk7s9zkH8a43xbKk2uXIkypDlflIyQOK4sHC1eXkePhaajXkrbf5nMvMsZ2pOWDoJFyNpGex9auw3+o21pHYIloLeXD+ZP8pkPdd3THesO/vcXMhtolJYBAzc8DgAAVqpIJ1MM5DLGFVgQPlYAdK9dq+h6a0Mt7Z5NVnkZQrIcJsPCDsAQcGrttLNGwVyvB7jNTtKuGAVVRenGKqtKpO4DvmrSVhMux3MwLFnAHcouDVWaSZ5kkivXdOhDDn6c01bnDHHpjinjy5IHyh3KcqQaegalbVL2We1hSJCskbGIsxwD3Bx7VktHcC5jaVmkkdSWJ546Vv7EvkJkyQjxuQBlu44qlqELyalG6KyjbjHQge9RZDuVYY5ZghmlfAx8u7j8q7Xw74qsPDGlXHk6dJPqEz/M+QqhOwBrjQSQhJBYjJzUm0u4y3BolFSVmNScXdGhqPirWdQvjOt7Jax7vlihY4H19TVC8ke7Zmdi8jcq8nPI9aQwEsBnpStCFADPyO2OtSqcUtBupJ7sdoOs3+gXsk1ukUczJsO9AePY/4VoX+sX2pZa5mLZ/hAwKyxwuS/y/3TyP1qUeWIztiiLDodn/ANek4Lqh87SsmZt28zy+TEpdzwFHb3+le1/DzWRqPh5LOSfzbmyAic+q/wAJ9+hH4V45KHYMhKpGTnCjbx7gV0XgHVhpfim3RiVguv3DZ6ZP3Sfxx+dcuLpc9N+Ry4un7Sk11Wp7hRRRXhHz4UUUUCCiiigAooooAKKKKACiiigAooooAKKKKACiiigAoNFFA0eGeM7hrvxVqLt/BL5Y+igD+lc6ZDnFa/iJ/M17UpCMZuZP/QjWNjvXu01aKR9VSVoJeQEk0mKUjHegVZoNYgCqstWH61WegRF0p6ng0w9aAaQD8Zrb8Ian/YvivTdQBwsU67/908N+hNYi1PAMsKAPsFyHh3DnHIx3FQtWL4G1oaz4R0+6Zt0gjEUv++vB/ln8a22G0lfTp9KyY0MpNwFBqJjzUlEN9P5UPuawJbvMm3PNXNWugqMSfpXJ6RctqV3dS4IjRgiZ7+prmqNt6HfRglHU23k9fSs+Yb29jVuf5QQO1Uy25ie2MVkbI0dGlCPIuDjtWybsrhVxk9B3rE0iMO8jnkAAY960Gtle7juCzDy0KqgOF57n1NP2ygrHiY7H06NRwauyyzs/LHJ/QUlFFc0pOTuz5qtXnWlzSY2SNJY2jkUMjDBB9K891LRrzVry6k1+/S1sryKSIKpDLHKhIBCnuUHuea9Erl/FmjQ3af2nd3bLHZhJYoiMjzFfPA65bgceldOEnaXK+p25bW5Zum+v5nM+DdXtZbG88OaJpjGWGeSRzPCGEcY4yM9XJAwD6+gqh4UtLiz1OS18Waq0UaxyXItJZQDE5JAb3YjcQB9fSpItbuoPFSJ4a0+K30+8hH75wSYvNfBkPuWxgHPSq3jHRNL8N+JBqmq3oupZZY/LiTLum3lmkyeSQBxwMn0Feme2bngy+tNK8WXPhzT7OWGwkhFxE0pzIXxn5/QlT0PPArkfEFx52pXjtNEP9IkG1w2R8x9q3fEusaprNxDqPh+zNr5ii4tZtm2R9jDDHPHc8egriprlri4uBIySOJG3OP4mzyfzzVUaaU3Luc7pKNR1F1FQRi685H3yZyCF2pGfbPU1MbiNQNgOc8kDkn1NVBEGbcSenrU6wbSoAz7ZrrSKuPaYll2qR9ahJYPkAKOQeal8sHkqcfWkZRk847GnYQ0qSOuaepdBhTwTik4wvr7igvj5ucjFOwFnTJWgluEwDIAD68bh/jUmrMRqC7WKjOOnWqMTumqlsfLJC6jB5zjP9KXUZQwR2ikReG2uOanqMaFVAMbRgde/XmkYsMYwCD1NKGUMxGTnn5scAin7Czbc4GM800DIiXLBuc01Q7E9c1ZHlRn53HHXHNTLJH1SHPpu4FDEVIoCThskdQKeybCOQCOoxUryHA+fbnqFH9ajGznC5PucmgCCXJyFHaoWYxMjIT5ikEEdiO9WnO/5RnAHNV5FVWx94g1LQ0fQOjaiuraLZ34/5bxBm9m7j881oVwvwtvjceHbi0Y5a1uCB/usNw/XdXdV83WhyVHE+drw5KkohRRRWJiFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQNbnz5rbFtUvcjBNxJn/AL6NZnOcVp6+rR67fxv1FzJn/vo1m8dq96Hwo+rh8KGtmk79KGbtTM1RYkmQarsM1MxqFzQIiI5pKCeabnmkBKn3quQDBz7VSVsMKvRnimB6H8K/FaaPq8mk3koS0vSDGzHhJen6jj6gV7e8wIGSNw6e9fJL5rudC+KepabaJaahD9tijG1JN2JAPc96zlF9BrzPe/MRxw34Gq1zJtjJU89K8hn+LlsUzHZ3O7sCQP1qXw38SbTUNSaLVB9j3DEMhfKk+hPasmpW2NYKPMrs6HWrhl8xJJdiYOXPaotBuAquxQpHwqA9cepqhr8uy4jmuYn+yj5xKo3Lk+uOlVbDUn1cKNLAaHcQ02eFI/rXO00ekuV9Tqb2dI2OSOegFYeqazbaTatJcPhc5wOp9hVPX9QttCs2mmlaaXGFBPLt6CvMby/1HxDfoGRncnEcSAnr/OnCk5avYzq1o01ZbnuHgfWBrnh9rzyxG32h0K56Yxj9CK6boK4j4daeuh2E+mXN0h1FyLmW2VsmJSABn345rtz0rkrJKbsfE47m9vJy3CiiisjjDqKhmtoLqNY7iJZIwwfDeoOQamopptO6LhJwkpLdHlGprrGs28mlaLA+nRaZcJPC2cMsTZOSeuF64HrUmqto8Xg2z1WSRtS1a3ja6YmRWjMjHaXkHTOSML14x610vi201ae/tLiJlXS1xDebQNzRHltx64yFxj1Nc34b/sbw5qOoeFbeBNTvLh0KGSHMT4zubPYKOw7g817dOSlFNH1NOaqRU11MltS1vVPDlkzW5sLOxkSOZQ3zOjcljnkZB7etZ2u+HtP8O6mgtL03EFxIfMbACRsw3KgPc4zWhpumavqmp3On6/dtbWV9JOwikUI25Rw5U/w8gAZ7AdqbY3dlp8Vx4Rt7L7Wk4SSC7mjyoyMGTnkAnp2rWLs7jaujJX7NtK5TpwQ1OQxdMqfeqUWky25a2vrZormI4cFgc+/0NTLZWqqSwGf96utO6uYtWJw8IH3R70shQgbQuOvJFVms4dpEaSFux6imnT32DzCE46GmgJWZTtO5B7CmFl5UMCewA7U37MFj+Us3bngUx4mKkcj6CmBC0givbZ2O0CQLj2PH9agmkIiKDOVyG68fnT7nfHDlTgrg9M0+9laa5khSNVwWIC9TkVDWo0LA+5YhlclcZ6VbIXKnqenWq9taJ9jil8xmfdwM9utTPLvGF7HnHFCBkgKjKnABFJksCMM3pgVCsoRgBjmp1unY4wSKYhwhYpnaq8Y+Y00xMRjOR0yBUgkLDb1J7LTf3hZfkHTvzQAnlnOB6etQSqozzjA9KmJbG2R+fQDFVXdVLKBjI7UmCOz+Fd35XiC+szkLPbhwD6q3+DGvW/4a8L8BzmDxxpzZ4kLxn8UP/wBavda8LHxtVv3R4+PjarfugooorhOAKKKKACiiigAooooAKK+fv+F5+Jv+fHSP+/Mn/wAco/4Xn4m/58dI/wC/Mn/xyur6nVO7+z6x9A0V8/f8Lz8Tf8+Okf8AfmT/AOOUf8Lz8Tf8+Okf9+ZP/jlH1OqH9n1j6Bor5+/4Xn4m/wCfHSP+/Mn/AMco/wCF5+Jv+fHSP+/Mn/xyj6nVD+z6x9A0V8/f8Lz8Tf8APjpH/fmT/wCOUf8AC8/E3/PjpH/fmT/45R9Tqh/Z9Y+gaD0r5+/4Xn4m/wCfHSP+/Mn/AMco/wCF5+Jv+fHSP+/Mn/xyj6nVD+z6xZ8bR+T4t1JcYBnLD8QD/WsDdkVU1z4gajr1yLi50/TopuA7wxuC+P72XOaxm1y5bP7uFQewU/416dNNRSluj3KV1BKS1Rus/wA1KDmue/te4znbGfwP+NO/tq5H8EX5H/GtC7m6xFQMc1jnWLg/wR/kf8aT+1p/7kf5H/GlYLmqabWV/ak/92P8j/jR/ak/9yP8j/jRYGzSViDWlC26MH1Fcz/aEv8AdT8j/jXpviext4dM8OX1tBDB9s0uKSWOL7u7aCevruqXKzS7kudml3OYfngVC1W3h+UYzuIznsKVbUMWTnODg+9NstFAAsQAMmntbsFzjjvVxbaQzRIseGY7Vz6+tdto/hJJSJbkbsjlcYFZyqKJrCjKRzmkeJdY0QRx20zSRnjyZfmUj29K7/RdbiuUmaXQmsJZP9ZLbgDcR7Vbh8P2MAX9whKnIJGcVd8lFXaqgVy1KifQ66dHld7mFfaH4dv5xcXcWozsBwpkwornNX19dDL2nh/TYNPyMNcY3Sn6E9K7iZBgjFcJ4ks9xlkA5AJzSpzu7MdWmuVtbkPw91V7PxvA00rML0NBIzHJJPKkn/eA/OvdgMV8y6fa311IjWVtPLMhDL5KFmBB68V9DaBcajc6Jay6rb+Resn7xD19iR2JHOO1Ri4q6kj5bMqdmqnyNSiiiuI8kKKKKAM7WdKi1rS5rCaRkjkHJXp07juPb2rzB9YsvDy6Xc6JaDUdRsZRaXEpLDzAobaB35BLZHGMV7B7155r0dzpniCTS7KwVLXXMK11kMY5MYLAHhRg4rvwdTeDPYy2tvSfqjC8d+Hi6w+JNb1MSqbNdiRyEyPKeVwOioN3bsPU1bvbm68X+HPP8LWQElmIkebyVR5GHLLz/CAoPfsKn0HRvN07UtI8Xy3FzdrHFEscb4ZIxkiPd7HDZ+laun6Y9pLcoH2W9wVH2dOFVFXao468fmSa65VEj3adGUjzO+ltTqseb83GoHMV6qg7d6k/MD6HOMdsVYXZHyAp5z0rf8TeDYAz3tjCsVwo3YTgN7EVysNz5iKQkOfQycg+ldmHqKUTnr0pQlqXgzSZy2BjGBSqVBCk5z2Bqq80uPvQpxzgg0LMoQb7hODzgitzEnYHa2AOmaibHc5ye3NRCaArhp1PHdqctzajrIpHoDimIqzbj8oiOGXbmn3qM8K+VJIm4Kx4B429OBn8zUhvbYOuGDEGnT3NtKkPlSMqj5sKvPcYz6fWokUiC1hW0szvOMNuVWbLMcd17CogWkUsxwT/AAjvUceHbczHGeAx5qc3FuhHPsRTSBscsLPggYNW0hULkjkevGaqJNLj93bSkdiRgVJidzkhUPvk0xEqyIgKqR6jA60xphkk8HOKiMBZxumx7KtP+yRjLYdz70gNHU7GZ7Wyu4FLxzoFAQbju7/yrHuYZIJPLmjZJB1DdRmvVfCv2bUPCtvauAJYCflHBBycGuB8SxmLXJRKhRyASDyahSu7DaKnhtzB4s0pwfu3SfkTj+tfQXevnXR2/wCKi07AOftUWP8AvsV9F968jMviieVmK96IUUUV5p5gUUUUAFFFFABRRRQB8Y0UUV9CfWBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFew+J4mh8M+ELsr8kmlQxZ9CEU/1rx6voTWNIi1T4Q6LOzFJbOwtpUPt5aKw/EH9K56ztKL8znqz5Zw82eWm5eScKowVHQV0el2RuFRjye+a6XWfAFinjgafpxFtANLN0ActllXJz9aj0eJRDGcDJFTVl0PUw8U9S7YaRDkbkBYdDjpXUW8CJHgCqlqgCg1pJwK57nUROoqu/B61YkPNVn5qJFIrS1X0q0iudft1mjWRBuJVhkHA9KsSjjNO0If8TyM+iP/ACqG7JmOMbVCbXZ/kddFDHCgSKNY1HQIoA/Sn0UVzHwblfcKKKKCQooooAKrXtnHfWb28uQrYwynBUg5BB9Qas0YpptO6LhNxalHdHAWzSRzyLKcyhyJNxySe5NaykuQfasvUx5fiG8C8ZfP5gGr+nPlDnmu299T9Coy56UZ90mOuGE0bBh83QivJtR0+Oy8SXMRVtk/zqoOOe9er+YJS5xgo5X61wfja0EV/aXiHB3hWHqDXVhpWmY4uHNTuYq2NucEW6kn1NA05XQ5gRVAznGK1BGIosjqRnpmlhsvttwUzkf7ZPf2Fenc8c5yW3tY8/IpPsOagUISMQHGeuK3bu1+zN5cbKp6ZVB/OsmaFyG3TyE/72BTAgeKEL8rYb+70pgcqqqDg4I/8epzQsRt8xjx3OazLu6kt9nO7GcZGMVLBGjFFLcSYHA7k1egjhDiK1UySr95gM/rWXama7iVmk2RHqqdT+NbVviBFjiATaeMdKtAyXZcZ+eKT6l6k3OoA8teR65qUXZxtlUMD3HWtCG3jkiLDOB0BobAz4UJySUGDTnjOGOQc1tJZoxMZAwPaoJ7FVBIPSpuBR0/U7nSLnzYWwhILqe9R+J7r+0tZNxkjCADI5PHU1HdgKp6+vWqF1dNNM0uMAjgelLrcZN4fhLeKdLjA3FrqPr/AL2a+hK8K8CRm48Z6ec4CuzYPspNe6142Yv30jycyfvxXkFFFFeceaFFFFABRRRQAUUUUAf/2Q==", "path": "030487.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
030488
Women Tops & Tunics
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", 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