question
stringclasses
5 values
questionId
stringlengths
6
6
question_types
stringclasses
5 values
image
dict
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003700
Men Tshirts
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"path": "003700.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003701
Men Tshirts
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"path": "003701.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003702
Men Tshirts
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", "path": "003702.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003703
Men Tshirts
{ "bytes": 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", "path": "003703.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003704
Men Tshirts
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", "path": "003704.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003705
Men Tshirts
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", "path": "003705.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003706
Men Tshirts
{ "bytes": 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", "path": "003706.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003707
Men Tshirts
{ "bytes": 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", "path": "003707.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003708
Men Tshirts
{ "bytes": 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iTXMJ4p1hL97uS6aSRzlg3Q/hXLUwylrE7KWKa0keywTz2somt5SrD8j9amk+IEWmahBDqihIpx95V+4fU+1cDpPjy3nKxXqmE9Nw5BrnfEmprqerPKhBiXhcnrU0o1Iys9iq0qco3R9J2t3b3sCz20ySxsMhkOc1LxXzHovibVfD9wstjdMqg/NG/KH8K9c8N/FLTNUWODUh9iujxuPMbH69R+tdpwHfmmk02OZJ4xLE6yRkcMhyDS9qACmmgtzjIpDQAhNNNKaaaAENMNPJphNAEb9KgfpU79KgfpQBXfpVZxVp+hqs/SgCs4qtIOKtuKruOKAKjComFTsKhagCFhUTCrBFRMKAK7CmMKnIqJhQBCVqMipiM00igCEimkVKRTCKAM0CngUgFOAoAUCngUgFPAoAUCpAKaBUi0AOUVKopiipVFAD0HNToOajjHNToOaAJoxzVlBzUKDpVhB0oAnQVOvWokqVOTQBOtTr2qBKnWgCdakBqMHing0ASg1IvSsfVde07Q4TJf3KR4HCDlj9BXnWt/FS7uA8OkwC3j6CWTlvyoA9Tv8AVrDSojLfXUcKAfxNz+Vef678W4Y90OjWxdugmn4H5V5feX11qExmu7iSZyc5Ymq3tQM0tV8QaprUpe+vJJATnZnCj8KzCOaWigTE6UEkpsydvXGaWkFAIZuINLupGWkFADxijPvTaWgBaXNNooAdn0JpM0lFAC8VE7DkUrvtX3NQ5JJoAUAk8VaH3cGo4o8cmpaAEH1petFFAG3onizWdBlU2d22zvFIcqRXp+gfFfT74LDqkRtJjx5i8oT/ADFeKjmloA+pILq3vYlmtJ45kbkFTnNTEnvXzNp2t6lpMgksruWIjsDwfqK9F0H4sbmSDW4Pl7Txc/mKAPUiaaaq2OpWWqW4nsrhJo25yp5H1FWCaAA0w04mmE0ANY8VA/Spm6VC9AELdDVdulWGqu9AELiq8gqy4qu44oAquKhYVYcVC1AEJqM1I3WmGgCJhUbCpjUbDigCEimEVIaaRQBERTSMA1IRTGoAzcU4ClxSgUAKBTwKQU8UAKBUiimrUiigByipUHNMXrU6igCRFHFWEXGKijFTr1xQBKgzVhBzUKDFTrQBMvWpUqJalBoAmSp14qBKmFAEwP5VzHjHxcnh+28i3w99IPlH9wepq74k8QweHdLa5kOZm4hj7u2K8Ov9QuNTvZLu6cvLIdxP9KBiXl7dX9w1xdzPNKxyWY1BmkJyc0ZoEBNNzS0mKAFooooAKQdKWkxQAdaaVIPFO6UuRQBETzilFPKA803bigAoooPAzQAUx5FHSms7E4ApPJbOTQAwkt0FTRxbcE08IF6U4dKADNGaKXFACUtFAoAKWjFFABRiindqAL+lazfaNdJPZTvG6nJUHg/WvdvC/iGLxFpEd0uBMOJYweVNfPPbHat3wv4iuPDuprPES0BOJY+zr60AfQZPFNNVrG/t9Rso7u2cNDIAQR29qmJoARjULGpGNQtQBG1QtUrGomNAET9KgY1M3NQtQBAwqFxU71C3NAFdqjNTMKiIoAjNMNPNNNAEZFRmpTTDQBHimMKlNMNAGYKfQBSgZoAUCnikAp4FADlFPUU0CpVFAEiCpkGajVamQUASLxxUyCo0HNTrQBItTrwKhSpVNAEy81IvWolNSL1oAnWkuryCwtJbm5kCQxrlmP8AKhSO5A7nPp615V458Uf2pcnT7WTNpE2GI6Of8KAMTxLr83iHVHuZMrEDiJCfuisejtRQAtFJ0paBBRSdaMUDFopMUYoAWikFLQAUYoooATmjnNOooAbR9aWigBAqjoKWiigBMUtFFABRRRQAUCiigBaKTNLQAUoNJSigBSKarfMRTyKg6SGgDu/Aniw6NdrZ3bMbKVtv/XNj0r2LcrKGVgVYZDDoa+aUPOa9P8AeLQ4XSb6U7v8Ali7H9KAPRWPFRMaex7HqOoqFutADXqI9Ke1RmgCNqhcVM1Qt0oAhaomqVqiagCFqjbpUpqJutAEJptSMKjNADTTCKfTDQA0009KeRTDQBnAc0opAOacKAHinCmgVIooAegqVRzTBUic0ASJUy9ajWpF60ASqKmXrUQqVKAJl4qRetRg09etAEwqVRk1CDxWH4o8Rx6FYbY/mvJQQijqPegDL8deKvssLaVZSfv34lZT90eleY5PSpJZHmleWRi8jnLMT1NR0ALSZ5opOhoAM80/tTAMmn0AJRS0mKACijFLQAUUUYoAKXFJil7UAFFKvNBoAbRS0lABRRRQAUUUYoAKWkozQAGiiigAozRRQAUZpM0tAEgqs5xKRVlaqTH97QBYU8VNC7RSI6MQykMpHY1An3QaeKAPZ/Bnika1Zi2uG/wBMhHzAn749a6Q14DYX8+n3UVzbuVkjbINey+Htfh1/TxMjATqMSp6H1+lAGs1RmnMajNADWNRNUjGomoAieo2qRulRE5oAiPWo2qRuKYelAERqNhUhqM0AMNNpxptADaaRTqQ0AZopwoGKUUAPUVKopiinrQA4DmpkGKjUVIKAJRUqcVGlSigB61MvSolqVTQBIDUi1CDzTbu7hsbSS5uG2xRjJPr7fWgCLWNYg0Swa7mIz/yzXPLNXj+o6hPql7JdXLlnc5HP3R6Vd17WZ9avjLISIl4jT+6KyccUDE+lNp2OKSgQhppNONMPWgB606mjpTqACiiigAoxS0UAFFFFABRRRQAoOKOtJQKAFxSUpPFJQAmKDS0lAAOlLSCloASijFFABRRiigAo7UUdqAEozRQOaAJFqtP98GrK9agnHSgB0TZXFSA1DF0qUDNAEitzWpo+sXOjXyXUDYIOGXswrJXinAgH3oA920vVbbWLBLu2b5SPmB6qfQ1ZJrxzw74gn0O9EikmBz+8Q9D7161a3cF9ax3Nu4eKQZB/pQBMT1qFqkJqJjzQAxulRnink1G1ADG5FRtUhNRtQBGelRmpDUZoAYRTKkPSmEUAMpDSmg9KAM5R7VIq00CngUAOFSKKatSLQA4U9eaaDmpFoAevSpFpgp6UASrUgpgpw45JAFADi6RozuwVFGWY9hXmvifxA+r3XkRHFpEflGfvH1q54s8Sm6Y6dZv+4B/euP4j6fSuQ5zxx7Uhimmk0E4pM0CCkpaKYDT0qPvUjHCmoVOTQBMBxTqQdKWgApaSloAKQ0tIaAAUpoFFACdKWm06gAooxSgj0oAbS0HrQOaAA0lB60uKADFFFFABSUtJQAtJRmigAo7UUUAIeKQHFKelJQA9etR3FSKeajuKAEjPFSDOaij6CpR1oAeKB1o7UtAD1OOM103hXxI2kXHkTPm0lPIP8B9RXL0oPagD3VXWVFdCGRhlSO4prGuB8H+Jfs7jTryQ+S3+qdv4T6fSu9b+YzxQAwnimGnHpTTQBGaY1PJph5oAjNMIzTzTT0oAjNN7U8imYoAYRTW6U8immgCkKcKbUi0AOUU8U0U5aAHqKkWmqKeKAHA81KtRrUgoAkFch4q8ShEfTrJvnPEsqnoPQV1NxG89pNCkhjd0KhwOleTX1pNZXMsFyCsinqf4qBlcn3pKCaSkIDSUUUAFFFFMCOU/KaiTtUsv3aiTrQBYHSlpB0paACiiigBc0nWkNFAC0UCjFACU4U2nUAO7U0Uvam0ABpRSd6XNACHrThTTThQAuKTFLQelADaSlpKACiiigAooooAQjikp2eKbQA5etRT/AHqlXrUM/wB+gByD5RTgeaRRhKAeaAJh0paaDkUtAC0opuacKAHZI6V6N4S8RG/hFhct/pEYBRz1dc/0rzjrWroNtd3WrQCzBEituLjsPegD1g03qKc31z70zOKAGGmmnnmozQA00w0/tTDQA09KZT6aaAGU1hxTjSHBFAFACpBxTRTqAHg05aYKkWgB4pwpgNPU0ASr0p4NMFKOtAEmeOeayPEWgprVruQbbxB+7b+8PStYGng8UAeNTQyW8zxTIUdDgg9qjr03xF4dj1iLzYMR3qDKsP8AloPQ15vNDJBM8UqFJFPKntSAiooooAKKKKYEU33RUSfeFTT/AHKhT7woAtCiiigApcUlLQAhpKU03vQA4UuaSigBKcKbil9u3egC9pWk32tXq2lhA0sp5OOij1J9KXVtIvNFv3sr2MJKvOQchh6g+la/gvxUfDWouZIw9tcbVk4GUx0INdn4i8ZeGdSQQvpkmphflEmNoUeiuea5J1qkKtlG8TqpUI1INp6nl9np93qNx5NnbyTyeiLmi90+702fyb23e3k9JRtrvdO8cWOjQeTY+GhDH/Ey3QLMP9o7efxrrPhtr3hzVPFOsahepBBe3BhW1jnIZ0AUhtrdOSRwKuFWpKbvGyFOgox31PG7fRNVvI/MtdMvZ48Z3x27lcDrzitWHwD4unjDp4ev9pAILR7evTqRX1DJF9t1OC3IDQgGaTHoPuj6EkH321euuQQQPp2rXmMOVnyDqnh/WND2f2pp09qH4RnX5WPoCMjNZpPbvX1D4jsdL1+wm0q/KES/dEh2srdmXPce1eA2Ph6yk1u70+8v2XyWYI6gKJgDgkE0vaJK7HGnKTsjmz+P5UnXpzXcNZ+ENNO2aU3DDBxvJP8A47gVXmufDE6lbbSbmUgZPlqwIH51mq/M9Is1dBrRtHH/AK4orWurXS5sfY554ZiceTdL6+jf/WrNnt5rWZoZ42R16g1upX1MXFp2I6MUClpkjaTFLiigBVHNQS8yke9WFPNQSD98aAJBwtIOtPxxTF+9QBKKdSCloATvTgO/akAqxaWk97dJbW6F5HOAOuKAFs7Se/uUt7aMvIxwMDp716roei2+h2XlIA0z8yydyfSodB0CDRLX/npdOP3kvp7CtegAY1GTStTDQAE0xjSk000ANpppTSGgBhpKU02gBpppp5ppoApilpKUUASAU4U0UoIoAeKkUVGKkU8UAPFOB5pgNKDQBIKfmmA04HNAEimsXxF4ch1i382EBLxB8r4+97GtkGpAeKAPF7i3ltZ3hnjKSIcFTUJr1PxD4di1qAyRYju0Hyv/AHvY15jPBLbTPDOhSRDgg0AQ0UpFJQBHN/q/xqKP7wqWb7lRw/eoAs0UUUAFLSCl/lQAhptOb+ma6Dwj4Xl8T6i0YkEVtCA0r55x2AFTOcYJyk7IqMXJ2itTn+1Fegap8Lb6O7lOmTRS2x5jErYb6GuZ1Hwnrmlgm40+TYOrx/Ov5isoYmlP4ZJlyoVI7oxaPrQeDg8Hpig8DmtzLVG0LPSv+Eeiu4rppL8S/wCkQNx8me3r0q7bS2c9qZFO51X7vHHtTdS8LQ2miJrNpqKXFuSNqlSGJPb0rnp5ZPtJbcsbnGQgwoFc7SqLRnpYXFPDS96O5vXNoEjLySAZ7KKyZWMbiRCVdTlWBwQfWtGO11W7m+w28DXxyNktuN69Mj5un1rq9N+Fl5qH2kTzoWiVlxGP4ioIIPQ81MYuL1OrE4ulUj7qOj+FvxOhjum03XpQZ5QscV2552r91T+JY++72r2e4wRkFSOoIOQRXzbqfwi1CNXn0u486MEbIpEKuB7np1zWfb+LPGnhBo7abULoQR42Ru2+M/41rp0PJtd9j2vxs9iNGmS7iE0silYFzh9x7g9Rj1rwDWLaW1iWKSQyhCBE/cHuPpW5efEe7128ikv1hiKJsUBcoT3z6ZrE1K4iu9SheWVo7dnHmADO0j0qNUyuVW3K954e1GzBZ4dygbiEOSoIzyKm8M6nBpOpSvdbkDptO1eQc960tbjmMo1bT52DMAX2HgjHGP0qSwS28RWBNzCqTodpdBg5qZVLw940hR9/3WT3lrpvia482CfPlRlTtGMHtWFqWoie0exvYVe7tztSdO+PWrGmXQ0K+vLO4z8wJR/oOK52Ri8jFsliSSadKLTsvh6CrVE1dr3uogpaQUtdJyCGkpTSUAOXrUUnMxqVetMYZloAcx4pi9ac3ApiHmgCUU9RTBVi2t5bqdYYELyOQAAKAHW1tNeTpBboXkc4UAZr1Hw94eh0S1ywD3bj55PT2FM8O+HotFtxJJh7tx87f3R6Ctst60ABNNPWkLU3NACtUZNOJppoASmnigmkJoAaaQ0HpSZFADTTadTaAA0w8U+mmgCiKePamDpTgQKAH0optOFADgKeDTBT6AHA05TzUYNOXrQBKDShqjzThQBKDzUgbioRTwaAJAxrD8R+Ho9YgMsOEvEGQ39/2raBpwNAHjE0MkErRzIUdTgq3UVHj869M8TeHE1aE3NuAL1Bkej/AP1681dGidkkBVlOGDdRQBXl6YpsQw1Om4PNPgt5pEeVInaOP7zAcCgB9IelOIpD0oAB0paQdKXrx2oA63wj4Mj8SwyXEt8IUjbaYkXLk+prpdI8GvoPiRWtNZZMAMqMmPNXPI/CuI8J63LoevxThyIJDsmGf4T3/A4r0jxXq+nW0NtdLewi7t5VeNVfLFD94YHOCK83Euv7RwXwtHdh1R5ed7oxfFfinxJofiAgGNLM8xLtyrD3PXNa/hnxjd64JDcac8McaktNG2VOO3qabr0cHi/w7L9iR2kTEkLSIUyfQFsZp/hK0vtM0FbO+iWKRHO1QwOQe5wa5pKn7H3opSR0U4z9pZP3WRxSeFfFLyRrBC0ynLDYY2z0/GoLzwZ4at4GnmSSCKPlnEuAPrxWH4m8PPo92+t6bcCEq3mFMgEHvj1z6VsaJ4qs9dtvst4ES5Zdrxv9yT6etNxqRSqUpNx6hFwc3ColzdDJ1K30ZvDF9Z6JctM0LrcPHu3YAODisPw/4Yu/EuqW8ccEoty37+YrhcZ9TXWaN4Jg1HxtJbWe9rGGLzLqNGxyx4T6HAJz0Fe0W3hGwjCrcGaYoBtiMxKKMdBjBxXpU7KOmtzjqNt2Zmxxx6TbHTNOWO5ufKQJDHgBccAuR0X+v1rS0/SItLtzBGwYklpHChcuSSxHfBJ6Z4rTgsraxiMdrDFDHnO2NQBnufc+9Nc5HtSZCKLRsse3zHwBxk5INc9r/h6y1e2dXtonkZSoXHGT0P1H9a6d+9VGXuB/SsrtMs+fvEvggWEyTW8Uy233C6BSu78+M1ycsSoVjicvsOAcYr6bv7CKdQSqkht3I6+9eHeI/D94mq30ltpLCCNDJI7KdjHuU557cVtCbe5E421Rz2maxLYSeSwBgI5Qnj8K6nS1tIlkntidk+Dz0zXCrbzPNGI4m3P8yDbgEeo9q6aS8XTrCOPavm7R8o6ZqK8Lq0N2dGFqcr5prRGZrtwlxrEzqcgYX8his7mtdnstSi3My29z35+U1lSJ5chTcrEd1Oc10U9I8vY5aqu3K97jRS0gpasyA000ppDQA5etDDD0L1ofhh6YzQAx/u0xOtPf0p9nazX10lvboXkkOFUUAS21vLdzJBBGZJWIAVRnNep+HfDkOiW6vLiS8YfO/wDd9hR4a8NxaHbB5MPeMPnb+77Ctw0AIelIcUE00mgBDTCacajJoADzzTTS5ppzQAhopDSZoAKYad2ppoAKbS0UANNIelLSHpQBQFOpBS0AOFOFMFPFADxS5zTaAeaAHA08UwdadmgB+acDUYpwoAlBpwNMWlzQA/PNOBqMU8HFAEgPfvXO+I/DEeqq1zahUu1BJGOJPr710A5p2T2oA8lsPDepalfeSIJIkU4kkkGAo/Hr+FdvrGm2+keC7m1tV4AXc56sfWuk3cdxWJ4uP/FNXXvt/nQB5f8AhSGlpDQAClFJRQA+GGS5nSGFC8jthVHBJrXnC+G9R8sCG7vEUF2lXKxsfQZ5I9T+VbXw7t4X1G6uXIM0SARr9c5P6UzxP4Y1KXWJ7u1hM0Ux3cMMg++a5nWj7XkZ0qi/Z8yVzFl8Ua3NndqM4HpGQg/IAUyPxFrETZXUrn8ZCw/WnNobWy7tQuobb/Yzvf8AIf40xL2ws1ItrMXEn/PW55/JRx+ea15YS1SM1Ka62C5u9Z1zYJWuLrH3dqkqPfAGKSbQ9TsoVuZ7doU3BVJYBsnpgZzWnDL4g1fT7i6smuWislL3H2aMIkSHoTjHv710PwksJfEHjyAX8k80VpG1yAXON4xtyc+5P4UkmlZWsDaerbbPWfh/otx4Z0YjUZQ0l2/m3MjNvDOwxgY54Axz6ZqfWfiD4X8PSLb3WqIzhuYoWLlfrgHA9utYHxh8dRaDpEmjae4W+u12OU4KJjk+3p+dcP4X+EkeraDLeXty32vyxIYkcDygwyu73xzzRZJXZPM2z3LTtXstbsI77T7lJrd/usv61LJnr+FeN/CzVW8P3GqaHcyLJCriaCTPykbtrc9MnpXpGu+IrTQdLfUrpsQhSRwMscD5frzWb3si1tc0245PT3rKtZWlmuyZfMUTFUwwIUAAY4ArxbVPjNrt1dM1hDbWsOflDLvPB689/pWx4T+KSXUjWWslYZJJWkjuAPlLO5JUjsOcfhSdKRSmj1ZmVQW3BVXkmse/s2vQ8ju2wbhGh2jPHVeM81IuorK4hQiR3ztUDIC+pq1IFMYBYkqe/wDLjpWaumWz5ymuJtLlnsjCFljlYHe24g56/XHcVnPJJPLl2O5jgE9K6rxSTaeMdWF0saO0okATJGCvbv6cdKxhqUQcHaSB/s//AF66E2tUDgmrSkVJ9PuIQXZQVAHKnNVeuABnPbFbMN9HNK0SglcZBbr7imx20MMrSLyeo9qXtWtHuaRwinaUH7pUTTZCgYuqnsD2qo6lHZTjK9xVu6vWlJRMhR37mqf9fWtYttanPWUE7Q2EINIaeabVGAq9a9BsvDttrfgy2VQkd1gskpHf3rz5a9a8JceGLL6GgDzW48O6pBfi0aykaQnClVJU++RxXo/hrw1DoVtvfEl64+d8fd9hW7n0/D2pM0AOJppNJmkJoAQ0lITSE0ADUwilJppNACUh6UtBoAYaTpSmkNACUhpaQ0ANooooAQ0mOKdTTQBQFKKbThQA4U4U0U4UALS0lA60APFOpopc0AOFOHWmA04HmgCQU7vTAaXPNADxTqYDTgaAH5pQabmjNADs1h+L2x4bn/3l/nW3muf8Ztjw649XAoA8470lKaSgAooooAmtby4spvNtpnicfxIcVan17VLhGjlv5yp6gNxWbnr9K1LCBLW1/tK5QFQcQRMP9Y3qfYVElH4mi4uWyZnyK3BcHnnk01QWZQDyTinyzPcTNLIcsxyT/SiONpZFRF3sxwF9avpqRp0PV/Cj3OkfC3V4YAty1+02I4VLOuF2Lz0ALBsDr0qj4Ejn0fxZBqH2e5ggt0jhuRKpjO5gQAQfUjr7iu58HWq+H/7F8OzzJ5kerO8wbAO4WwfJ9twOPYCtaOa1v7TxNJHbzXhuNQKIiDeXG3DJ64BLD2z7VDKi7HHfHLRzeaTpfiGDyY4of9Hlh/iDkls57jqK8o1bxDqF3cy7bqZLeRgyxK+B0HHH0r36S2nsvDQ0rx3DC2n3Y2faAwDRNn5d3uM9fWuQj+DF9aXxlXW7P+yySUk2bpCM8YB43H24oGjO+GcM9vJLM8ckmYlST93uC7juAYf8Bz+NU/i/fy32sabYKGEgjZvLUYBZm4+vQ16b4e8Q+DvDAudIS/gt7mKTbM0r5aV8ckn8vz9q5r4g+HLbxYsV/ovkyXuAYpEkwHUHnHv09OtQtHcp7HjN34d1ax2+fZSjdnG1d3TvxWZgh++elbyzazol60M8l5bTqTvjdmBPbFRTzXOrNDE0Eb3IO3dHHhpM9AcdT71pzEcp7V8Opru98KW1xcnMsjODJjBcA4BJ75rrpMb2BYYwcnGMVgeBtNl0nwxa2Vwy70XLoHztYnJ+lauqXlvp9jLcS7RGoLcnqK5JayOhbHh/xEdX8Z3xERjOVBz/ABDYvNcsi73C5xz1NX9bnmudXuZ7hZg0spZfNHIUn5VI7EACqAUnoMg12LSJz2bloaVvGkC4Ugse9Qz3DxyDYcj6VDDGyuGPAFSSR+YB8xWsLLmuz1bydC0VZkRaOU/MNp9RUbqByrhvaphbbvunP4VFJGUba3Wt07nm1VJS94ZSUtGKZkKtes+FM/8ACMWX0NeTL1r1jwqf+Kasx/smgDYzRk0maM0ALmmmimk0AIetGaTNJQAGmnpSmkPSgBM0hNLSUAJSU6m9qAE7UlLSUAJSGlNBoASkNLSEZFAGcDSimCnigBwpc03NLmgB2aUGmA04UAPBpc03NKKAHCng81GOtOHWgCXNANMzSg0ASCnZqMGnZoAkzRmmZozQA8Gue8at/wASFR6y4/St7Nc542b/AIk0I/6b/wBKAOAoo7CigApDS0hOOfSgC5pOntqeopAPufedvRak1i8FzfskXy28XyRr7CtvwlEq2txLj5y+zPsB/wDXrmLiN4riRHBBDHg1hGXNUa7HRODhSUu4zvVvTJDFqEEykbo2DrnGCRyBz9Kp8dzX0j8H/Bfh4+Do9QuLS2vr65JE7TxhxFzkIM8dCDkc81u9TnWhz2s/EXw5r9vMl3oclvfzAA3UbRyOoHdSG3A/n074xW9b/FTwf4d8KsdKgWO4jwBaqm1pW/vHPzEcdT+tamtfBvQdSvZLqIva5UBIYgqoD6kgZP1OSPpwPHtX+HN83iqy0XR5hefadzFZGB8pVOCzMoGV9D+FQXdMbcTXvxAuHurq/ebUry48uzsQ2UgT+J2BPQDv7Vuy+KX8I+MLHSbl5tU03Ttiq5wz5IwcY4YDtnn3ro9S8MaL8NPBF2YLpZtelRQ9wxKlhn/VqB0B9Op715BPPcSGXUpl2zSyHaQekh6kfQUm0VFOTSR6N4qg8E+JfE0N9Ya89hO0RknNvEzOzhlAGwchuSffHSrFpqWl+H9mm6JoOo30s0/mXGqXMZgwzdW3FRgDrgjb65ry/wAM+F77xPr9vpVgmXc5kkJO2KMdWPt/Wug8QWMdvqdzpUOr3t7ZW7eXummLAyD72B025wOnUVLehpKLg+V7noOut4d8QaUkV1fabc34jWNZTKEKsSAWznI7nGSOPU1R8OaL4GtPFRtHuYZ4YLQTZWTebiQsQeV6BVA4GOvOa8vm0+NCEZOAM/X/AOtUKfZoI7uI2ouJJo1SLEZYo2TlgPpREiR63qus+HLHxFFNotkkRysZhtsATqeDnkAkHHPb1qGS5v8AXtXWMQQxxQsrG1jJlbzB03EYXA647kdTg1wsum6lr9rppsNFvLWS0hEUt9N+4VwD94sf8TXWWWsr4KnuLPTkkkidhILlpGilnZgM7WZNp5zjJGe1HIr3JUj0u08G3mrWU9pry2M9jNGyeU1oFlRiOGV8nHX6184+JPD174W1afS9RVlnjb92xUhZY+cOp9D6duRXueieM9c1jR7uPT9P1O53xsvmG5txPbnHLKhVCxGejHt1rk/HfiGPxJ4GntNThDatpksbLMy7JFy20qy4BBwQSOmQDyMGrsOE3GWh48ZXHy7sUhkZurE0jkHGOvrSVVkKU5X3Adacfwpo60ppmYlA5ooHWgBy8GvVfCp/4pqz/wB015WK9Q8KNnw3a+wIoA280maTNGaAFzTSaXNNJoAM0maTNGaAAmmk0p6U09KADNFJRQApNN7UtFADaKKKAENFLTaACjsaUUHpQBlCnCm5p1AC0ZNJS5oAcKUdaaKdQA6lzTQRS5oAcKcKYKdQA/NApuaUUAPBp2aYOtOzQA7NKDTBS5oAXJzXNeN3/wCJVbj/AKa/0rpM5rl/G5/0K1X/AGyaAOJPWkoooAKaRTqQ0Aamj6x/Z0jJIpaFzk46qa07qbSNRbfLIA/97GD+Nct3pwFYyoxcuZaM6IYmUYcjSaNO4t9NiRvJuZJJMHavYn8q+svh5p0OleAtHt4Rw1usjE9WZvmJP5/pXx305B6DNfXfw71qLUPBuhqp+drbZ+Kcf4/lWiTXUxnJS2VjQ8X3tzbaTHb2ihrm8lW3RScZLZ/T19BmuI1jXbD4f2TQWK/bNfnQq8zdN+eWPfGcDH+yB0Fdj41uksrOwuRHuuVu1EDn/lmxBBP4jK/8CrwWAwa34p1O81eV10qyDz3RH3pIkbakY92PH51MtyopWuyG4hutYWXxDrl46WIJDXbgfvW/55wL3Oepxge9czf3v9ozCRIlhtYhsggU52L15PcnqTVnWNbvPFupi7uAIbGH5LSzj4SFOwA/me9Uo7NpLiOCL/lvIIwo9zisZPWx62Ew7jF1ZLToel+FQPCHwyu9ZGF1TW5DbWjEciMdT+GGP4CuMZQAVGQB2J7+/rXZ+P7tF1210G3wLXR7RIMAcCQgFvxxj8zXN6XpN5rurx6ZYhBNIjOC77RgAk/oDSlduxwOXNeb6mdHJG3+jzBvLJADqMsrHpx3z0xXV+DfCJ/tcvdhiqRrIro5Akz3BGMgY9euapeAdJ/4SPXZrVY4mkGnSSxCU4UO21Ax9cBmI9wK9f06yk8J2A/tpIpA7bTdQghcn+99cCt4K25hJmzp2g6WiLK8CPOnIkkYuw/FuRXnvxAt9PvrWRFeFhkqJSw2hvTODk/7Iyfaq3ifxN9nyWurlozzH9nUEH8Xzg/SvMr/AMQ6rrWoR2Gk27R3FwwiUhjJNITxjc3T3xV6Gep6H8KNI1a48TzXdm5t9LsIUtpJZOWnYbiRjPDfOeudowOvIx/H9k02u6q0bSXnn2RO8bTJiOUFSehYHGPX8Biu603y/h58PV0O4Zv7RWF7m7ZRuBLcttPc4wv1FWbTwpZeHtFvNd12Uy6vdRtI7Mflt8qBsQf7I6nvzSKtofMeQTx060lSTFGmlMWfLLsUz3GTio6ZId6WgU7FMBtKKSlFADh1r0vwe2fDsQ9HNeaDrXo/g1s6B9JTQB0FFJmkzQA7NNJopCaADNJRmkzQAvamk0vakoATJoozSZoAU9KKSigAooooAKSlooASjtRQelAGTS0lFADhS5ptKKAHUuaaOtKOtADqcDTKUUAPHWnd+tRg0vegCTNA603PNKOtADx1p2aZnmnCgBwozTc0oNAC5rlPG5zDZr9TXVZ/nXJ+Nz/x5D/Zb+dAHH0ClNIKAFpCKWkoAaRzTh0pvenUAH9Oa9b+EfigWGoW+m3EhMST+bGc9FcFCPopYMfbNeSjr+taOjarLpGpW95EiSNESPLc4Dq3BUntnNJoqNup9S+PJ7W70r7KLtIp4pFlz2jK8gsewz+dfOHiG+ti2tWmn3izQXV7E+5OAww5K57gM38qXxJ401DXIRamNbW2OGeONyxk/wB5iBnHpWFGitYNuiIdWLK4HB9qh6as1pQcpWtobVtCEt0VemM1PYSLba3ps78IlzGSfbcKW2UtaRkjDFabPD5keO46Vw83v3Ps5UObDcq6o67xvay2fj7XPOBH2iZbiLPR42UDI/EYrL0XWD4f8R6fqx4S1n3Se8bAq35KxP4Vu2+pQeNdDtrDUJRD4i06PZb3HA85APut6jAHuDzXHXAHmtbyLhwSrRk/dwcEH2BzWzfvXR8lODgvZyWqNK5urv4f+P7v+znKKiuICeklrJ8y4Ptx+IruT8XtK1PwrqNjqZkS4NoQnmKMvIPu4I4Jzg15jf373+kQ6fexGeW2x9juycPEndG9R6f0787OArjeMqjhip6Ed66L3OZo7GG+juRAL1n+xzgNIFG4jI6j3qDxBPJ4X8VaXq+nkOLUoyk4O7ac4btkjtUUwSSKF0A8rAwo7r6Vo+IGXWPCUdzlS0OCy784GduBk8kDHQCuepJwqRfQ2hBSi11PQtH1a9+IRPiRdNkTTLGYSywmRd07x7WEa+w4Yk9enc1paiknjvULiS4uWs9B05187jJnkHPl474GM47nHY1498PvFmqaNetoVkokj1SVYo1eTaqyMdoJOOh7454ru/iFrL+DvClt4YtbgPcGNhK6jBMjEtK/uPmwPc+3HU9znWx5X4wl0+48T3j6aEMBfG5FwrNzkgf16ZzWFRgDgduP/wBdIOtUiR4paQUtACYoHWloxQAoPNeh+Cj/AMSFv+ux/lXng616D4LP/EkkH/TY/wAqAOjzRTc0ZoAdmkNJSZoAWkoozQAUlFFACUUUUAFKaSigBDRS0UAAooooAKD0oFL2oAxqWm0tAC5pRTQaUGgB1KDTaAaAH5pRTRSjrQA4dadTc0ZoAeDS96YDSg0ASUZpuaWgBc0uaQGjNAC5rkfGxzJZL6Rt/Outz/KuO8aNm8t19Iz/ADoA5k0gpTSCgBabTqbQADtTqaO1KaAAdaXseM0gpTQBIs742khl44Ycdc100BgeyFxlJH3AzADBQemO2K5SpYZ5IX3ROUb1FZVYcy0O/A4v6tPmaumdoEQoCn3SOKqSTmGTbOuF/hYDisS21q5tyfmDxn+Aj+vr9K111m0mjy2F45V//r9a5JUZRZ9RRzTD10kpcrXcfHdJb31pdwSIZI5lf/WbenOC2DjNJqd+2o6vc6hBGv75v9XGSUQ4A+/xuzjPQdKz5LqyuZRHFDl26Njp75NQS6pEUGzLMMkhPp6/56VtGLtseBmVWE6rkpJ+gNc3kbEyGORQcY6H9KpXsxliLR5wTgjuvtSzXk0jfIEjGSeBk5xVPymebcx461vGOh5TkdPpMrS6WsTn95Cdh+nauz8GxW19a3+nXFx5GAZMvCZIyp4O5Q4LEkgAAN17V57o8/lX/lscJMNpPuOldt4Sv5tN8SxtHOtu1wrQGUqTtJ6HA5646VM4KSsyoza1RwmtQHSteuFt7nc9vNvWaNTGQeoIUjKkdMZ4I9qk1zXtQ8Rah9s1J0a4RREdgIBxnJ9ySSa1fH+lz6b4pvI7jyhJMfP/AHSsq/N6ZJPUHOTknJNcojlmfPfDfpWiM2ONJQ1IKYh4NLmmiloAXNLTadQAo613vgts6TKvpLXBLXc+Cj/xLrj/AK6UAdRSZpM0UAO60lFFABRSUUALSUUc0AIelFFFACiigUUAFFFFACijFAooAAKCMCnUYyKAMKikooAdSiminUALQOtJRmgB2acKYDThQA7NGaSjNADh0pR1poNOHWgB+aM03vRQA7PNLmmijNADs5P0rjPGJ/4mcI/6ZCuxz1ri/F5zrKD0iT+VAGAOlIaKKACmlqdTaAFFLQOlFABRR2ooADS0lFAC0GkoNADc4PrTl/AfQUzvThQBJR3pB0pwoAUFldXBwyEMPwrrbC4jvLyylFyIQZVLSLyYjnk4rketTQXEtuT5ZADHLA9DSaGnY9T+Kc4vYNOsrO6gnljlYSWtsFPzFdxfCj5RlyOp6k+teTzW4tpmjLbmGM7TkA46Z9f8Me9W5NWvJIGiWXy4nwWWNduSP1qhTEIaaOtONNPWgBwpe1NFLQAtFFHegBy12/go/wChXI9GriR1rtfBR/0a7HoRQB1OaM0gPFFAC54ozSUUALmikooAdQaSigAoopKAFpRSCnUAJRS0UABpRQKMUALR2oxS44oA5+ikpQaAHdqM0gooAdmim5pRQA4GnZplKDQA6lzTc0ZoAeOtLnmmA07NADs0ZpM0ZoAdmlpoNGaAHVxPis51o/8AXNP5V2mc1xHihs65KPRQP0oAxaKKKAENJmlPSm4oAcOlLSDilFAB2ooooAKKKKAA0lKaSgBvenCm55pwNAD8UvakzTgaAAdKWkooARuabT6Z3oAQ009acaaetACilpBTqACgdaXFGKAHCuy8FH93eD2X+dcaK7DwWebsey/zoA6yim0uaAFopM0uaACjNBooAWikzS0AFFFFACjpTqaDRmgB1LSUooABThSCigBRS9qBS0Ac3S0lFADhRTc0uaAFpQab1pQaAHUucU3NLmgBc0tNzSigBwNLmmZpQaAH5ozSUhNADwaM03NLmgBw6iuF8Rvu168x2kIruM4rg9e/5D19/wBdm/nQBm0GiigBD0pBSmgdKACgUtAoAKKWkoAKKKTvQAUHpRRQAzvThTO9PFADxThTB0p9AC0UlLQAUzvTqQ0ANNNPWnGkoABThSUooAdRRRQAorrvBZ/eXQ/2V/nXJLXV+Df9bc/7ooA62ijNJmgB46UUnagGgBaWkooAWlpKKAFpaSloAO9L3pKXvQAtOpBS0AAFLilooAWnY4pAOKcOlAHL0CkpaAFozSZpKAHZpQabSigBwNFJxRQAtKDSCigB1KKbmlBoAdmjNIDQaAHA0ZpuaXNACjlq4PWTu1m8b1mb+dd6vLgDucV59qLb9RuW9ZGP60AUzRS0mKAGnrRS4oAoAWiiigAooooAKTvS0negAoopKAGnrThTTTh2oAeKdTaXJoAWikyaKAFppp1NPWgBpoHSg9aSgBRThTR1pwoAdS0lFADh1rqvBp/0i5HrGDXKCup8G/8AH7P/ANcjQB19FJmkzQA+lFNB4pc0AOopuacOlAC0UUd6AFpRSUDrQA6iijvQA4UtJmnUAOoopRQAop2OKQCnY4oA5TiikpMnNADuKSkooAdSg03NANADs0oNNpaAFzSg02gHmgB9L2puaWgBR1pc02jNADqKTNGaAJIj+9T/AHhXndyc3Up/2jXocJ/fJ/vCvOZTmRz6saAI6KKKAG0CigUALSikooAXrSUClNACUnelpKACiig9KAGGnCm9TTgKAH9qKO1FAABTsUgpaACmnrTqaetADO9FHeigAHWnimAU8UAOooFLQADrXT+Dj/p049YjXMiuj8HsP7TlH/TFqAOyopKWgBRSikpaAFpabTh0oAUUvekFKOtAC0opKUUAFOpKUUAOAp1Np4FAC4pQBQKdigBRTu1NFPxxQBx2TRQaSgBaXim0vFAC8UA0lLQAuaM0lFADs0U2lBoAdmlzTaXigB2aM02igB1FJmjNAD0OHB9DXnbcs31r0HOAT6CvPT1P1oAbRSkUlADaWiigAoFFLQAUUUUAIaMUtFADaD0pSKKAI8YNPFNpwoAdRR2pQKABaWjpRQAc000+mmgBhpKU0g60ALThmkFPFAAKWiloABW/4QbGsSD1hasECt7wlxrLe8TUAdrRSUooAWnCm0ooAWlpKWgBw6UopopQaAHCl700dacOtAC04CkpRQA4DmnimDrTxQA6nCkFOoAUCngcU0U8CgDiqKKTNABmlpKWgApc03NLQAuaM0UZoAM0uaSk70APzSjmmj0pc4oAWikzS0AFLTTRQAkpK207j+GJiPqBXAZrvZzi0uT/ANMX/lXA+9ABmiiigAxRiiigAoopcUAJRS4pKACiiigANIelFIelACU4U2nA0ALjinDpQDRmgApaQUtABSGnU3FADCKTFONJigAFPFMHWnigB2KB1ooFAC1u+Ez/AMTr/tm1YVbPhZwuuxj+8pFAHcZpQabmnCgBwpR1pBQDzQA6lpvenCgBaB1ooHWgBw604daQU4daAFpQKTvThQA7FOApMU8UAKKfSCnAUAKKeKQU8UAed/2lY/8AP7bf9/V/xo/tKxJwL23/ABlUf1rzyigD0M6lY5A+22xz/wBNV/xpkmrWEcW77XE3IACuCSfT/wCucCvP6KAO9bW7ILGVmRi4B2LIoK555JIHfGM9aWLWrCRWLTojJyysw6Y7EEgnHYZ9OprgaKAO9i1mzkYK8scRIJy8qEH8VJxjjr9KSLXLKSTb5oC5IEjOoBx+O7HuQK4OigDv5dYso+FnjlOM4SRMAfiwGfYc0NrVhHbGY3MZwPuBgWz6Yz19+nvXAUUAegx6zYtCZWuYoyNwKGQFhjqBjrwCeODxjrTF16yLDdKFQnAcupz6ZGSwz3z074rgaKAO+fW7VWIBVgD1E8WD743D9cGpYtY0+WFZDdRJkZKPIMj6jPJ+leeUUAehQaxYTKzG5iTGcB5FGcY5Az7/AF9ql/tKwH/L9an/ALar/jXnFFAHo0mo2DwTJ9ttvnjZQPNX0+tcWWRCQZEOO4bP9azaKANDzY/+ei/nUvlswBCMQeQQtZVekaY3/Eqs+F/1Cfwj+6KAOL2ODyjD6ik2kdq7/d/sp/3yKU7e8cZ+qCgDz/GO1Ar0D5P+eUX/AH7H+FGE/wCeUX/fsf4UAcBRj/Oa78iPH+pi/wC/a/4UmyM9YYv+/Y/woA4Dj2/Ojiu9MMB628J/7Zik+z25/wCXeH/vgUAcCcDvSZFegfZbb/n2h/74FL9ltf8An2i/74FAHn2R6U7jHWu/+yWv/PtD/wB8Cj7HaE/8esX/AHzQBwI/ClFd99ktP+fWL/vmlFpaY/49Yf8AvmgDgaT8q7/7Haf8+sP/AHzR9itP+fWL8qAOAwPWlwa74afZf8+kX5Uv9n2P/PnF+tAHnxFIK9B/szTz/wAucX6/40f2Xp3/AD4w/r/jQB56F+angGu//srTf+fGL9f8aX+ydN/58If1/wAaAOBoHHWu/wD7J03/AJ8If1/xpV0rTh0sYR+f+NAHn5NafhnnxFbD0PPsMV1/9mWH/PnF+RqaG1t7Zt0EEcbeqigCcGnDmmClzigB9O6UwU4GgB1KKbmnUAOHNKOtNFKKAHil600daeKAHZpwpgp4oAd3p4pop4oAcBT6aKeKAHAU4DFIKeOlAHztRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXo2mn/iVWf8A1wT/ANBFec132n3luumWqtLgiFARtPoPagDTBpaqfbbX/nr/AOOn/CgX1vj/AFo/75P+FAFql4qp9vtj/wAtv/HT/hS/b7b/AJ7f+On/AAoAtZozVX7fbf8APX/x0/4Ufb7b/nr/AOOn/CgC1mlNVPt9t/z1/wDHT/hS/brY/wDLUf8AfJ/woAtZ96cDVP7fbf8APX/x0/4U4ahbf89f/HT/AIUAWs0Zqt/aFt/z2/8AHT/hQL+2z/rR/wB8n/CgC1mlBqqL+2/56j/vk/4Uv2+2/wCeo/75P+FAFrNLmqgv7bP+u/8AHT/hT/t1rj/XD/vk/wCFAFoHilFVBf2v/PYf98n/AApwv7X/AJ7D/vk/4UAWgaKq/brX/nsP++T/AIUv261/57D/AL5P+FAFqgHNVvt1r/z2H/fJ/wAKX7faD/lt/wCOn/CgC1RnFVv7Qtf+ew/75P8AhSf2ha/89h/3yf8ACgC5S9qp/wBoWn/PYf8AfJ/wpRf2n/PYf98n/CgC2DTqpi/tR/y2H/fJ/wAKd/aFr/z2H/fJ/wAKALYNOBqmNSs/+e4/75b/AApw1Gz/AOe4/wC+W/woAtinA1TGo2f/AD3H/fLf4U4ajZ/89x/3y3+FAFwUoqn/AGlZ/wDPcf8AfLf4U4alZ/8APcf98t/hQBcHWnjmqQ1Oz/57j/vlv8Keup2X/Pcf98t/hQBcFOqkNUsf+e4/74b/AApw1Sy/5+B/3w3+FAF4U8VRGqWP/PwP++G/wp/9qWP/AD8D/vhv8KALwqQCs8arY/8APwP++G/wqQatYf8APwP++G/woAvgU8dKoDVrD/n5H/fDf4U8avYf8/I/74b/AAoA/9k=", "path": "003708.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003709
Men Tshirts
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", "path": "003709.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003710
Men Tshirts
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", "path": "003710.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003711
Men Tshirts
{ "bytes": 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", "path": "003711.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003712
Men Tshirts
{ "bytes": 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", "path": "003712.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003713
Men Tshirts
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", "path": "003713.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003714
Men Tshirts
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", "path": "003714.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003715
Men Tshirts
{ "bytes": 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", "path": "003715.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003716
Men Tshirts
{ "bytes": 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", "path": "003716.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003717
Men Tshirts
{ "bytes": 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"path": "003717.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003718
Men Tshirts
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", "path": "003718.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003719
Men Tshirts
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", "path": "003719.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003720
Men Tshirts
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", "path": "003720.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003721
Men Tshirts
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", "path": "003721.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003722
Men Tshirts
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", "path": "003722.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003723
Men Tshirts
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", "path": "003723.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003724
Men Tshirts
{ "bytes": 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", "path": "003724.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003725
Men Tshirts
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", "path": "003725.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003726
Men Tshirts
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", "path": "003726.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003727
Men Tshirts
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", "path": "003727.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003728
Men Tshirts
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", "path": "003728.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003729
Men Tshirts
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", "path": "003729.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003730
Men Tshirts
{ "bytes": 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", "path": "003730.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003731
Men Tshirts
{ "bytes": 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", "path": "003731.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003732
Men Tshirts
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", "path": "003732.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003733
Men Tshirts
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", "path": "003733.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003734
Men Tshirts
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", "path": "003734.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003735
Men Tshirts
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", "path": "003735.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003736
Men Tshirts
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JpYTtbnpQ3T6c1K0fcV5cpt6mqMu6shb3DOg+Rzn6GoXhVxyK2sCVDG4rOeFonKsPofWvay/FKceSW42ZvkBG6Uqx7n9qtulNC47V6SQiKXhMVjJpj6lrEcWP3YIaQ+wNbZiaWQKoyTWpb2qWMBHBduWauHH1404cvVlLQs2l1Fb3ThiQpUDOOlbCyLIoZGDKe4NcyF3K0nq1PhmlgbdE5X27GufBZj7GKpyV0YTp3d0dNRWZb6sjYWYbD/eHStJWV1DKQQe4r3qNenWV4O5zuLW46iud17xtoPhwMl/fL9oAyLeL55D+A6fjivIfEvxd1bVC8Ol50+1PGUOZWHu3b8PzrpUWxHs2ueKNH8OwGTUr2OI4ysQOXb6KOa8P8e/EmbxQosLNGttOVtzKT88p7buwHtXDXF3NcytJLK8kjdWZiSfxNVW61aikBZ03U5dP1CO5ib95GeR/eHcV7T4b1C31CxSe3cMjdR3B7g+9eDzAqQ46Vu+GvEdxoN8J4gXhfAmhJwG9x6Gs6tPn16mkJ8uh720YdCDVFrNQ/QVX0TxNpetRr9lu08w9YnO1x7Y/wrXkUHmuNxtudKdzOa3UEBVGatCPy4uetPWMbs0y6kWOMs7BVAySTwBQkBwXxBeE6S8cyhgxAUf7XY1c+Dni6108voN5+7+1TGSCUthQ+0Dafrjg/hXA+MPEC6xqh8pv9FhJWP8A2vVv89qwEkIGc12U4WjZnLUldn2fRXzj4T+LOseH7dbO8T+0bRcbPOciSMegbnI+ucV634c+JWgeIikCz/ZLtuBDckDcf9luh/n7UOLIOzooopAFFFFABRRRQAUUUUAFFFFACVy3iXxhbaMkltbFZr4cbM/LHnu3+FW/FPiKHw7pjTEhrmQFYYz3PqfYV4ZcXs11LNNLIXklcs7E8kmu/BYT2r5p7fmZVKnLoi1qerXep3TT3U7zSnux6ewHYVltnrT1I6mlIzXuxioKyOYhFOAp23FGBTAjwA2c9eKSSISJ709lyMdD2NIDL2RB9TTTENi3BdpGQK0tM8R32mzqLaYvCG+eN+Ux3A9D9Ky2gaQESSEr3VeB+PrQQsS428D07VE6cai5Zq6Ki3F3R61pGqQ61ZfaY0KYYqVJzgiuVv8AVNS8S6lc6PpTG1tYWxLdqSG444I9T0Aql4UvZSbyyteJJ49ybv4SOM/kf0rsNK0uDS7Jbe3Xod0jnq7epr5+pRhh6s9L9ju9o5wX4jNJ0iDTIFih3SS7QHnk5eQ+pP8AStT7MTyxAp0Kjt9eatNxGfYZ56mueUnJ3ZKVjPaIp3B/ClHT+lWMguy4OOoNI0YwSMZx0pDGMiyxmNwSrDBFY8sT20ohdvnY/uz/AM9B/wDFe3etyMggc8U24toruBopkBVuvsfUelAGGf3nyYGe3tVbz/slxtU7mB3MBztGep9K1DocUsvmTXE8snqZCufqBj8+9WYbGK2fCKigj06j3oFsWYZBJGOpOOSRjNP8rNZCpLZ37MgZbfOCAxK49QO1bEUmVya56kbM6qUrrUrXQ2pWRbWD6zfeWp220TAyOP5D3/8A11Nq11NcSG2tOGPys46j2HvW7oGmHSNJgtZWDzYzK47tXNiq31elzLd7Et87t0L0MMcEKwwoEjUYVR2p+KeBg0h6n2r5ecnJ8zNUrDMYpRTu1IOlZjExViP5ohn0qvTw7KMBsD6UATFOQajlRGHzkD0JprO7dXI+nFMjjVJN2OT3Jyad3HWIyF7ZuqgkVF5Q71q1RxtLKwBJYkfTtXoRzKoqbT36Ah9qYBuVOJR94Hrj/CmTFpn2Lwvc1FNapOVfc8bpyjocEf59KkiaePiTZL/tD5T+XSvMlOc3eZWhK0YSHaOgqHFSvJvXG1h9abjimiRhWmt5oikjjmki3qVLRtgjPcehqXFIQK1hOUHzRdmS1c8J8ZeEdR0GeS8d3u7KRs/aTywJ7P6H36GuPJ4r6euIY54XiljWSJwVZGGQwPYivDvHHhA+HLtbi1O7T7hyIwTzE3XYfUehr6jL8x9v+7qfF+Zzzhy6o5DpQeRg06kNeqZjevB59feo1QxPjPy9j6VKRTHQuuGPHoKALemaoNO1i1vkiSb7NIJNrHAYjtmvcPCXiaLxVp0s4g8iWKTY8e/d2yDn3/pXgijYyttBx2PQ12/w+19dP12784hYZ7csRn+JBuz9cZrKrHmVzSnKzsdz428XR+ErWARQpPeTk7I2JACjqxx78V5DrfjfWddmIupfLt2GFgiyqD/H8aj1rV7vXdVub+5bJmb5V7Ig6KPast4Aw24ohTUV5inNtjFDTNvY8Cp15owVXBHTqRSjitCBwFSI5XvxUQ5pQaYHbaB8TvEegokKXK3dqvAhugWwPQN1H517T4M8e6b4ug2J/o1+gzJau2Tj1U/xD9RXzFmrFpfz2F1Hc20rxTRtuR0OCp9jSaTA+xaK86+H3xHh8SxR6bqBEeqhThgMLMAOo9Gx2r0Ws2rAFFFFIAooooAQUySVIomkkYKiAszHsB1NPrjviNqp07w00CNiS7by/wDgPVv6D8aqnB1JqK6ik7K55j4p12XXtbluTnygdkKn+FB0/Pr+NYGf3hz0I/WlZiTmmgZ+tfUU4KnFRRxt31ZJ1hPrTon3xq3qKjjcGL8aS0b5WT0Y1YiwRzTcelO79aKBDetFL/Kg8UDE+nNMZQSM0+rOm2hvtSt7bkB3G7/dHJ/ShyUU5PoFrnXeEdJ+xWf2qQfv7gZ/3U7D+v5V1AHAY9qghVR04CjgegqxjYpI5X0r5irUdSbk+p2xVlYXgM3HQg/gakblCCOCMYFQSuqSg/wsuM/j/wDXqQvthYnkgGsmMhjB2xN/sDNWTyOQabGFMSDIzjFPByuOKAI4wV+U9PrUnGMUuO4FMxn/APVQA7gH7px60x1BGc5x7U4kd/503OD3H40AMVV3eWcbXHGRnmq07NDGIk5dvlWrkoLRHb95eRVFM3M7XLDGPlUfzoavuEZOOxNpNgout55SI55HVvWt8DNVLGLyrVB3bk1cFfL5lW9pWa6LQ6KashRyPcUEZLfQf1ozg57f0oB+dh3ry762NRMcUgFOpAKbASkJpxFJQAmaKazKgyxwKrS3hAxGv4tW9HD1KvwodjRkZlQFcY71CFyN3I3foKxW1KQXKqZGfkblHTFbEd1HcBtmQR1B60V8FUo6vVDcWkKaSlorAkaaAKdSc0gEpppxNMzzTSAa4OAPWsbxDokWvaBc2EmA8nMLH+Bx90/nx9Ca2pOvuBTJVwBjtxW1Co6dRSXQmSuj5ilieCV4pVKyIxVlPYg4IqMiuv8AiPpy2Pi+aVBhLtFnH+8eG/UfrXI19xSqKpBTXU5GrMSk+lO6UmK0Aawpqs0bgoxU89PTHNPZTg1XeQBd3ToOlSwJF6U4DjNCo23cOc96Uhu9ACfWkp2KQ0WATp0opaSiwBnmkPWlHWmA53E+tAF3SdQuNL1S2vbVyk0EgkQ+4/pX1f4d1u28Q6Ha6nb4Cyp8y/3GH3l/A18jJwQfWvXfgl4gaLU7rQ5X/dzp50QPZ16/mv8A6DUyV0B7lRRRWYBRRRQAleRfFS+83Wre0B+W3hyR/tMc/wAgK9YuLiO2t5J5XCRRqWZj2A618++ItT/tbW7q85CyyEqD1C9v0xXfl1Pmq83YxrPSxjZ5xTC+CR6/zpXHpUcmSuR94V7xzixyA7scE8n6063fDMfVjVBZPLuguflcZH+fzqzA3A/Oi9xs0Q2aWolJNSjmgkKUjtSjrSYoGJXT+ELImSa9dOAPLjP16/0Fc3DEZp44l6uwUficV6Tb262lukUfyog27R2rgzCtyU+Rbs1pRu7l1B93B5p5cqx4qMcLkjjtipCm7HQdwfevDOkrSvmMITnBK8+/SlSXfGq7vv7ev6/yptym4E4xkYPsazrKbNxtYjdGHX/x7P8AI0gN6Nsj0qwvzKKz7eU9c9ath84waAJgMrximsPUGgZpxIIHIz6CgCL5R35pMZOeae2RSe5/OgCCY+XC2AcnvVSxtmtoSC27zX3c9iavFQ5wTwAafCm6eNe27d+VTOXLFyfQXU01GAB6DFSj+VRr71KOR718XVleTZ2JDT0K/lUIkJYN6kA1YIzVC5PlzpzgP/MVzSvdMtF4HNFV4W4HNTg1qtRC1FLKsS7m/AetLPMkEZdzx2HrWX5klzJ5j8eg9K7MLhXVld7ASl2lbc3QdB6VXuiHXAyPoas4wtV5F3ZHTNe/GChHljsXHzMy8vrXTbfcwO5uEjQbnc+gHUmrehzzshmu4DBJLwsZIJUe+O9NbybdjKygsBgHGT9BRYtJc3YLIVVeQCea58Wo+xlzbDexvA06o1p9fNmYv403tTjTTRYBpphYZwCKVjVdmAanYCwD8xJ52/zqOY/MF/uj9aWNwFLHkDn6momJOSeppU3d3BnlvxcjAuNJlHUpKh/Aqf6mvNq9G+LkwN3pMPdY5HI+pA/oa85FfbZf/u8LnJP4haO1FHNdhIZFVigk+VumasGmIvJ+tJoBykKAMYxS7s0pHFNxTACabTugphpAFNzRmkJpNgKD1pg6KO5pC2KFbLk+gxSAsLgAkdBwK6HwDemx8c6PODj/AElUY+zHaf51zeSV2jj+la/hZC/ijS0Tkm7iA/77FAH1xRRRWQBRRUckixRs7naqgsSewFAHI/EXV/7O8Om2Qr5t4fL57L1J/kPxrxOQljk/hXReMvEH9v6280TH7NGNkIbj5fX8TzXOkfSvocFR9lSV92ck5c0rkecrycUxuOac3ykj1FRu2B7V2ElC8+X506od4x+tPtJhJErKcg1HM/zc9OlVtNHlKyZyA7Y9uaybtMrobyMMVOrVTjfip1atSC0MZpSMVEJKmhje4mSGJdzuwVV9TQ9NWKxueFNP+0ag104zFbjgernp+Q5/Ku5WNT8xz6NWbp8EWm2sVrtGFHzOo+8e5PrWum0oGUgjHBFfOYqt7Wo5dOh2QjyqwyJRsaPqR09xT4sbdjHnHGfSlwBIHAGD8pxSP8o65IrmLIZ5AqEHB45rmfPWDWnwcB1z1x6A/wDoIraupdqNjrXMTyrcasoUkbF54657UwOotXyBwT+NaUZyB16dKw7R9ox0GOvWtOJxx82fwoA0eQP4fzpcHHVRVeN9xHWp84HekApx3P5VFI2On61L0Gc/mKryOAexoARUY/Mcewq7aR4y5BzjaM1R5YLxkk4HFbkMG2JVwOBXnZpiPZUeVbsunG8rjRx0qQUFMHj9aQnFfK3udIpaszVJAsIlJx5bBvw6H9DVySQAVkanIHtJVJ4KEfpUTdikW7ebeAQetWTcLGuSfoKwLCV4LK3jb5pdg3eg4q6hLHc2Sa9DC4OdR3logsSyF7iQF+g6D0qRVCjFCYxSsDjivfp04wXLFaAMdsCq0jcE0+R1UHJ5rPuLjc3lRjfIeir1/wDrUqlSMFzSY0NnkCsCcliflUdSa1tOtmhh3yYEj8kDt7VFp+neV++n+aYj/vke1aarXhYrFSrOy0QSl0HoKfikWnVxokaaiY8VK1QO2KAGO+BVQlpJAF6989qdM9VrNzJJI5PG7aPwqZOyBGhjgdkHT396Yx/z6VJnK1G1VTQmeN/FZy3ii2Q9FtFx+LMa4cV6B8WbVk1vT7rHyy25TPurf4MK4ACvtcE06EbdjlluOxQRgUopGIA5rrJIzTowTkkDntTOpqSpuAjcL0pFoOcGhMU7gKQKYRUv4VG3TpQwIzxTfrSk4qJnqQGSN+lJC3qM45xUcrchfXk1YjTaooAkLbjxwK7P4X6edQ8faYuMrC5nb/gAJH64riwOa9L+DVxFbeNkjbG6e3kjUn14b/2Wh7AfRFFFFZAJWJ4suWs/C2oTKcN5RQH03fL/AFrbrI8QyKNLaFgCJiFIPcdTRFqLUn0Dl5tEfPcwG8kflUYO4HB59DXb6x4OW4DTaewR+vlMeD9D2ri7q1ntJjDcxNHIvYjBFfR4bGUqy9169upzVKM6fxELnj3FU5X4xmp3dgMfe+nWqE0gzwea6W7EIifdIxCKzHrhRk4FMsrcqxY/xEsa9b+HHhWaLwvrGr3Me03to8NspHzbNpy30Jxj6V5bAMIv0rkp1VUqSS6FtWRbU9AP5VN071FFyS1Sda7EZkydck1seH3ca7aKiqzMxHzDoMHJFY0YyAa6vwTZedfz3rD5YF2J/vN1/T+dc+MqKnQlJ9i6UeaaR0kqyxnJTA9+aSG7eIkoxBzyD0P4VshFdcMAQe1UrvTgV3RHH+zXykKy2kehOh1iT293BcfKcRynqpPDfQ0l1IVG3PIrBkZkYgjkcHPWh7+TZtJ3Acc+n1rfcxs1uJe3BXPc+lZ+nwkSuzZLHqT+dUdT1QRvsjzvyMgjoK2LcZAdDlWwRx1FaypSjBTa0ZPMm7GhCMd81fiOQBgiqUQOB2PtV2EZGeSBWZRZiGwglqsB+cDrVLdyo+brVhT83AJz+lAEkrhF5qupEp6cUkz7pQvP51aij2pnv6UgHQlIZ0LA7V545rXhuoJBhJVz6Hg/rWJK2G6HpTfMRF+YivKx+GVeSu7WOmjH3Toz0xj8KrSyBeD+RrHTUp4ziPlfRuRSSXd3cDBYKv8AsivFll1XmsvvNrWLF1cIvG8hv7p71n7WnOXGF9PX61IkAXk8t3JqcKB1rtw+XQg+apqwv2IViAOcVMMCkZwKrS3G0cV6WiAt+cifeNUZbq8vJDHZIoXoZH6D6etV0V7+48pSQn8bD09K6OC3WGMIihVAwAK8zFY1p8lMHoY8WiTyN/pV7K4PVV+UfpWnbafb2g2wxhfU9zVsLg07HNeXKUpO8ncTbGhKUDFPA4oPWkSIBS0cYo96AI3OBVWdtoPNWpDVKfO40gKUjMxwOtPghaHII6kkfjRj581PFITIybhgHvzWVVu6sVElHSkKE84qymPUD6ClI9OT6mqhJg0ef/FG0STwiJyoLwXCFWI5Ab5Tj9PyrxcNx3zXu3xMaFfBF4JXCszxiMf3m3DA/LNeDZ5r6/Km3Q17nLU+InU/Lmoi298elOdgsVMgGRu9TXpMzJAMCjPzUp55pin5utADuo6U0cGlHQ008OKAJRUTnBqQVBKfmFNgMcnFQ9+alkPFQtwakCH/AJbluKtxn5aqbhvx3q1EyY5YUAPBx9a09C1qfQtZtdStgpltn3qG6HjofY81lsQTxVmxtJry7jgt4zJK5wqj+dAH19pV6dR0izvmiMRuYElMZOdu4A4/WrtVNOiMGmWsTMGKQopI74UCrdZAFct4iuPMvUhB4jXn6n/Irqa4e/k83UZ39XNZ1XaJrRV5DUGFqhqtlaahAY7qFJAOhPUfQ9RV7eNtUbtW2koTXKm4u63Ot67nnes+HPshZ7WfKf3JOv4HvW/4W+Ft/fXltd62kcWn7RIYQ+Xk9FI/hHr3rU06wGs67a2ki5j375B/sryf6D8a9Z7V6lPHVnTs3/mcNWlBS0RUuYkTTZolULGIWUKowANuMAV8sxLhVx0wK+qb1gtjcMegiY/oa+W41+ReO1d+W/a+Rz1ehKnAPWl3ECmjhRQTkgV7CMCwnCD6V6X4Xs/seg24YYeXMr/8C6fpivOLeL7RPDAOsjqn5nFevRhUwijCqAB9BXjZzVtCNNddTrwcbyciwoxTJpFAPNPB4qvPCJAcj8a+bZ6Ri6mUb5sZI9ODXKXer7XaOFQ2ONx7f410Wrw3FvazuqtIAhxgZNcGvv1r2sow0avNOey6HDjKlrJA7FnLMcknknvXcaeMWFsD/wA8l7e1cL3au9tFAtYgOf3a/wAq9DMvgijlo7s0LcZOP5VoYCrxk+tVLRSoz/WpZnwOvJOK8c6CRcebnuPSrY4DHOPc1TjIxzgnNTzsUh4PX3oAbbqHmZ85x71eA4POPwqnbBVUDaMkc81Z4Hp+dICKfhhiohGN25jk0+XHB96bkVxVfiZ2UvhRIigVJwKg30GTHeoLJywxUTy1C0uaYX4obAV5T61SZpLmfyYv+BN/d/8Ar06V2eQQx/fb/wAdHrWrZ2awxqoHHUnuTXmYzFcvuQ3HexYsLRIFVVGAK0wABUMYwRU9eSiGHeg9aDxSmgQUh60uOKQ0wCjNJS0ARS9Miqc3JNXpPu9qoSd6QFbHzCsxr6a11ydODGwUqCPatX+OsfVpoXu4DGrCSNTHKSOCckgg/j+ldWFoxqTakun6oqL1NxNQyoPljP1pkt9MVO0qn0GT+tZ1vLlRzVhmyuK9SGCox1UQZxXxE8yTwxO7MWImjJJOeN1eRqctXtviyye98N6hBGpaQxFkUDJJBBAH5V5ZpvhLXNRkCw6dMg7vMpRR+Jr18PKMYWOerFuWhjXLYQKKkRcKq4r0Sx+FqyMsmo3xbHWOBcD/AL6P+FdnpfhfTdJUfZbaNW/vlQWP4nmrdeK2BUZPc8KIB4HX0FN8uSMgvG6AjglSM/nX0WLRU+bbGD/1zX/Co5oUkUeZtYf7QFS8R5F/V/M+fBDIIxIY3CHjdtOM/Won++M17R4msrG70hredyqAhhhsYNeLybRM6htwViAfXHetKdXnM6tLksP71Xn+9UwOainGTWr2MiMnK1FIPlBp6/dxSEZjP1qQNKHwxcXun2N3C65ufNChuBlGwRn8RWhb+APEEpAWCAKf4jOMV3ekaX/xZ/RdQ24eG/lbOP4XYr/MLW/psmYl57Vzzm4vQ1hBSWpwth8LLlsNqGoRIO6QKWP5nArr9O8PadocRWzgw5GGlY5dvqf6V0K8iqs68E1hKpKW7N1BLY9Jthi2hHoi/wAqmqCzfzLOB/70an9KnrqOMQ8CvP5GzKx969AIyMGuBvYWt7qSJuqsRWVXY2o7sRTkU1xkdOKajdqnGCK5bHVch066/snUTdpCshZNjA8HbnPH5V22n6jbalD5lu+ccMp4ZT7iuMkhDDgVDDJc6fdpcW5wy9Qejj0PtWtOpy6MyqU1LVbnZ+IJfJ8OanL/AHLWVv8Axw18yjiNR619B67rVrd+DNWkjkCuLOQNGx+Zcrj+vWvnpjiQL/dFe9luqbPOrKzsyXNLHzKTUW8gE/zqSHhOe/avZMDZ0BRJ4i05D080N+QJ/pXp5OGzXkmm3Qs9XtLo/dikVj9O/wCletMQVypyDyD6ivn85i+eL6WO/Bv3WidHqTG4VSVyKsxy5rw7HZcHgrD1Lw9ZXgJeIRyH/lpHwf8A69dKCCKa8YatKc503zQdmKSUlaSPJNV0e50ub94N8LH5ZQOPx9DXYRAKsaZ6ACuhmsY5VKsqsD1BGRVJ9Mw2UOPbtXfVzB1oxjUWq6nN9W5W3EIVUL97rxSOwa4VM8Dmh0eIHcpwB1HIqC3bLPIec9M1mpJ7EOLW5djYGQe1PuH3SKvao7fGAegoifzLgkjgHvVCLSkhhjNT5HXOagRwCSTx2wKfv3dBmpcorqUoSeyGScqevXvUYBFTKjZbdjB6UxjjiuWrrK6Oqmmo2Yw9KjJJNOds8UgRm6DNZ2KvYaeOSagklPReWPQetWUh8xsMePalis184y44z8v8q5sXKdKHNbd2EqkW7IXT7Mo25+XbljWyq7QBUcMYQDjmpwMmvn3e+oN3JF4INTVEBipKSEB60tJnmlpoApGFLQadgGZpRTenpTgeKEgGv93oKoS9TWgelZ8vU/WkBX6ZNZepQgw+YByGrTbn5fU4qlekGJ0969PLkryKRRt5Nq81cil3tVaGMNxU0C4fivTRTJZl+XcOoq4gEiK3YjOKikUeSc+lMtZB9nALYwSK0WpJaCBelLjioTKD600yD1NUUSu42ncaxbnS4LuYySXl2i/8845tqn8uavTKZE+V8VSewEv3ryaMekZA/XFDRa8jLv8AwzoV1aSx3MDMMH948zEj3yTXizKEdgpyFJAPrXrXi3RNNPh68l+13YmjjLqzXDEEjsRnBzXko6dOtdNBaM5cS9UPB6Gkl5GaVPuikYfLXQcxXBwTSr0YUjcGlT7xHqKQH0N4Vs/tvwIghAywt5ZB9VkZv6Vh6VP8i5rr/hSFufhhp8TfdImjb/vthXG2kLQyFB/CSPyrlqm1F7nRRyinSLuFZ0bOJFBrWjXclc50HY6DMJtFtjnlV2H8DitSuZ8KT/LdWpP3WDqPY8H+VdLXXB3imcc1aTDtWVq2kLfr5kZCzgdT0b2NatFNq4k2ndHn9xbTWspjlQow7GkR8V3N3aQ3sJilXIPQ9x7iuQ1DTJ7CQ7gWj/hcDj/6xrGdO2x0QqX3Iw4NBUMOarB8GpVkBrFo2uRXVjBPGyyRhlI6Eda4vV/BCu/m6axVm5MbHj8PSu9BBpQilhxWtGvUoy5oOxM4RmrSR4tfaHqlkm+eylVAeWAyP0qCNhs6ivdfLX2/Cqb6TYsxc2VuWPcxjmvWp5xJL3439DklhE9meMBgZTyMV0WleLrqwjjtZoxc268Lzh1HoD3/ABr0YaVaH/l2h/CMU3+y7dDmOFAf90UVcypVo8s4XXr/AMAIYaUXeMjKsNbsNSwsEwEv/PN+G/8Ar/hWgr4PPBplxoen3R3XFim7+/H8rfpUn2dIYwiu5VehkOT+fevMqqk9ad16/wCZ1RjPaROk3vU6zVlswj6yKP8AgWKcJmXk1hysZrBhilOMVlpeAGrC3YI60hkxiDdactrG2CVH5VGswJFSpNtI9KAEayh7IB9OKRbZI/uIBU5c9TSeYKq7YkkugixDHNBjHSjePWgnPehFJEEyhFzniqr3CgfN+dT3m1oyrMQD3BrG+w2US/N5kpHJMshalcuye5etZlnmbG1lX1q87jaAMYrOsWj3MIFCoBzt6Zq1uYnGRj6V00kuU4q3xsmi+8TjoasW0eYIyR2zVRWKgng960rdcWsXrsFedmv8KPqFLckXgipByaYBUgHNfPS3Nkx34VJUeKkqEMKXtSA0tMA60H60mKDTbAYfrSimnrQKSAdVCbqfrV/qKozDrQxIrqMzL9c1kXr7b10J4J71sRf6/wDCtSC0tpdKu5mgjM21xvKjPTjmvSy3Wq4+QSlZXORgG181biX56pxHoauwnnNeojWxJP8A6s1x2v8AjW18L3ENvcWk8wmUuHjI+XBxjBrrrhh5Zryj4kJuu7BiM5idf/Hq3ox5pWZnUbUbo6zSvHmg6oo8u7SKQ/8ALOY7G/Xg1tpqlk4+WeM56fMK+epbRNw4oWzUjAJH0rodDsZKu1uj6BvL63gjJluI4V9WcCudvPFXhu1UmbUxM392OUt+i15GbMNjzGeTH95if50ot0ThVA+goWH7sr6w+iNTXtSXVtXmuLd7hbM48qGRyQMDrgnjNZw7VIiYFNxg1uo2Vkc7bbuxyjIxSN0NOU/MRSP0qmhFVu4poOCDT2+8ajqQPpf4MyCT4dwAfwXEy/8Aj2f61zsHyXJDDq5z+dX/AIE3ay+D722zzBesfwZFP9DUeoRrDrd7GBws7gfnmueqa0tyR48TAjt0rTiwsdZyncy1oDiOuZnQi94akxrzqOjRN+hFdrXB+HSf+Eij90f+Vd5W9L4TnrfEFFFFamQU1lV1KsAQeoI606igDGu/DtpPlot0Ln+7yPyrHuPDl9CC0LLMB2BwfyNdhS1LimWpyR53IJraURzxvE56BxjP0qUPuHB5Fc38ZbiVNQsUidlZLcsCpwQS3/2NcPoXjbWLKTbckXcK9Vk4b8DWn1CcoKcOpUcSr2keyqwZQRTt3rXG6f8AEDRLxxHNK1lKennDCn/gXT866WO4EqCSOQSRkZDI2QRXLOlKDtJWN4yUti8D6GjvVQSj3FI87KpIJb6VBaSuSXUrQoXCM4HZetYT+JrXcwe0v0I4O61fH54q6+prEd0oIH+6T/KmtrVswH71fxBH86Roctq/ivSZJBA8h3kHCNGQT+BFc3Bqd5bRbYrqaMdgHOBWr4zvbK8urc25jkmjDb2Q5wOODXNA7lIr6TLMPFUueS+LueXjKrdTlXQ6fQ9X1G6vHjluDIixlsMB17c1qyajfRHOxSPasrwTAJ7u8LDhY1Xp6n/61dXPZq0iIAME5OK4sdTgqrSVhUqkuXcoR6/cQY822Y+6mtG28RWUgxM7Qn/poMD86c9lDt4UZpr6RbyxHeg6dxXA6SN1WaNKDUYJwRBcxSD0VgakNw+cZH1Arjp/CqCXejMhPocU+Cy1TTj+5uDMn9yU5/I1LpMtVUdb5+evP1FHmqfXNc5/blzb/wDHzZSgD+JPmqQeJbGRMmUKe6lTu/Ks+Vo1Uk+pp3CNI2DIFFVH0/T+tw0k/qHc4/LpWeb9LuTEdvdTZ6YQqv58Vah0RboB7y2RADkIHyT9aag2xyqxir3NKyhggt8W0YSMngLwKmBOeSf50gVUQRquFHYUqH2bmumKsjik7u48fcJPoetbEOPIjH+wP5VjN/qnO7HynrW3GMRJ6bR/KvLzX4Yr1LpjgcGnjnrTKdnHevn5GxIMn/69O7UwMMU4HioHcWlpuRS54pDFzikLUhNJmmA1jQDg0Hpyab345NNITZIDxVSccGrOetV5xxTaEVIv9afpW9pqeZptxH/eLD81rCj++eK1dPufKsL/ALGNDJ/46f8ACu/LGvrHqmRPY4uM8D2q/CflzWFpd2LrTrW4Bz5sSt+OOa2bZsjFerazsdKehJcfcrzT4iLxpzY7yD/0GvSLg988V5v8RG+XTx7yH/0GujD/AMRGVb4TgGGXp6daZ1OakTivQ6nISU0jOKXPPFLimAhxUTdc1LjiomHIpMBV++aR+RSZwTQelDArv1ppqRxUZ6VIHtPwBuwH12yJ6iKYD/vpT/StjWGx4h1L/ru1cR8D7zyPHctuTxc2ci/ipVv6Gu48TJ5Pim+X+8yuPxUVhWNKXxC2x3ba0C2ENZlg2Rj0rRc4SuRnUibw5JjxJCD3Vh+leg1514eGfE1tx/e/9BNei10UfhOat8QUUUVqZBRRRQAUUUUAeH/FOb7R4qkiznyo40/Qt/7NXGQ2qpETgc810vi+b7Z4s1J8Z/0hk/BcL/SsWUgIQPpX0uHhalFeRxTd5Mx7mwjlBGKdo+uar4Xmxbt51oTlrdzx9V9DVogZ6U14lcYIqquGhVVpIcKkou6O40fx9o+qMIZJDbXB/wCWc3GT7Hoa6J7rauY8fjXiF5pCySh1HbtTVtLvaFN3cBRwB5rYH6141TKpc3uvQ7oYxJao9nOoXEeW2RY93xWBq3juGwuVtjbNcSsucRMrKPqe1eeR2AJxLLM49DIcVaS2jjAEaBR7CqpZS73m9AnjdPdRLI/nXM0zKFaVy5A6AnnFNT5XqQxgDNNK8g17kYqKsjgcru7Ox8CIFe+c9MoAfT7xrrRlpS/B7D6Vy/goEWd2w6tIqj8v/r11IG0Ht+NfP43+PL+uh0U/hQgzJKAQMCrRQkgY4x2qG3XHzHk1Odoz1zXKWR/ekC7SRUjRoDkgjPtTFHzH5e/rUrN82CTTaAja1jkBBBP1FQDTLVX3rEufUire/IPWgM3JHzexpWHciWMKBtGPpTjnvT959KjZiQQDz7ilYLkfuBmm5CnJXHenHdnJ/SmnFMLjnbMLEcA1v/wgegrCX5jGgHWRR+tbp614+bPSK9TSmIOtOxSDrSj614TNRw+lL2oGKT8zSsAufegMaTmkAxzSsO445PNIWpQ2BTTg96YXDOaaf1pT7UmKYhQTio5hxTwTtPFMfG2hgVI+HPGaZd3JtrHVTnG6wm/MISKkUfPWZ4hYpo+oFQSfssg/NSK1wkuWvB+aCWqOI8HXBk0CKMn5oHZPw6j+ddhaN615x4OuvKv7i0J+/GHH1B5/Q16HatwK+irx5arNKTvBE9x9xq8y+IT5nsFz0Rz+o/wr0q4kABHTNeVePZQ2swJn7luP1JNaYb+IKv8ACcpjmnimjrTxxXoHGL3oJpD9KRjzQA7NNYZNKDS8UAQsSDRmlccj3pp4pDI3qMc1K1RZ5qQOt+GF79h+I+iyE4EkphP/AANSv8yK9g8ex+Rr8U/aaAfmCR/hXz1p121hqlpeIcNbzpKD/usD/Svpj4h24m0qyvU5CSbSfZh/iBWVVaFwdpHMaa+XrVl5SsPTDgjNbbnK1xs7EWfC43+I4z6I5/TH9a9CrgPBqb9cmbH3IT+pArv63pfCctb4gooorUyCiiigApD0NLVTUpvs+m3c2ceXC7fkpNCV3YD5+upftN9c3X/PSV3H4sT/AFqjK+MDFWT8kMYPUqCapyMGbFfVwVlY4CLB96COOlBIJ60cVoAEZ60wrUufeo+h7UAJsA96cAMUd+lL0oAaw4/+tTe1SU3+OgDuPBkeNHkfoGmb+QFdF0IBHNY/hdDF4et+MeYzP+Z/+tWuoAIOc181iXetJ+Z1w+FFlQAOTzQzc4A/Lmk7df1pMf7Xf61iMevrjpS59yD603qTgZ96O+OPzoGOJwOtJkdME0o3KODQW3DmkAokRRnBGeKiZiSSD+QpWHcZ/KoyevXr2osAoz60e/60gyDwxP1ozz0/KgCa0O68hT/bz+QNbRzWTpqlrot2QfzrVJNfP5pO9VJdEbU9hQKcBx0poNKfavJNBwA9aD0pAfrRn1xSAXPtSc+tGc9TSGgBSBjrR8v1pvPQUvNNAHPpxTT9fwp2Kb2oAOx4zTTjbRnnvmkOO1AFcf6z61n60m/Tr1fW3cf+OmtA8SZqregSQyg9GRh+lVSdqiYHheh3Jh8R2b54Z9h+jDFes2LZ4rxaCTyL6GX/AJ5yKfyNeyae/wC9Iz15FfVYpapjw70aLmoDZGrdq8j8aSbvEsw/uxxj/wAdr2C/wbTB6nvXiniWQyeI74nnEm38gBTwq95hXeiMtadQPaiu45Q68GkIpRQcCgBBS0gIoNADH6imk1I4zio2zSYDCetRHipTUTdakYh5U49K+q7tP7W+GcMg+Z2sIpwfcKG/oa+VR1r6x8Gr9p+HWjo3Ik06NT+KYqJgjzzS3zjvWzK+Iua5/SSVmKHqOK37tMWm4dq4ZI70b3gWPMt9N6bU/ma7SuT8CpjS7iTH3psfkB/jXWV001aKOOo7yYUUUVZAUUUUAJWN4rfZ4U1QjvbOPzGP61s1ieLgW8K6iB3hP8xVU/jj6ilszwm8wJCPTiqTDqSPxFW7s5mb61TY+9fVo4RvJ5o5yKTINAP5VQDzyKYcZpwOKQigQ38KWkpRQAU0jvinH606KMyzRxjqzBfzND2GenWEAt9NtYgDlIVBH4CrY68LyPbpRgnCgDCjFLkHrwfXrXy0nzSbO1C7gRg4pQSDx0+tOCKewpVHYheakQv3vT86AAOgP50hGDzj8KUEc88/SgYnfoaBkHhSKdhjj5qQAHg9aAGsxAwR+NR9c9z9KkZOev60hUg+tICPnjoKXHXkfnS88d6QkY4BH5UwNXTU22ZfjLuf0FWDUGmt5lmyDnax5qevk8a37eSfc6IfChy8U4YpikDoKfu9RXGUHGc0tIDxS/hQAuB16UDFJk9qUcimAEUhIFKc+1N5oATJ96Oc0HNHH/66AGnNNJHrTz7Uw0AQuPmzVeUZHPSrLkY6VUn+6eacfiA+etSi8rUbqLpsmdcf8CNeneGbw3mn2cvO4xgN9Rwf5V554mUJ4m1IL/z8Of1rs/h3L5tiYtufKdh+fP8AWvra3vUoyJoaTsdtcrugCn0zXh2vKV8QagGBB+0PwfrXulzkJ+FeLeK0CeKL8AYy4P5qKeF3ZVfZGMD7UUd6M12HMIDzSmkyM0E0AL60UlGcUAI3AzTW6U5uRTeelAEZqMipSOTUR61AxF4YV9Z/D8g/D/QiOn2KL+VfJi9QDX1h8Oxj4eaFzn/REqZAechDaa5dwEY2TupH0Y1vTEfZGHrVfxRai28bzKo+WYLN+JGD+oqeRD5GD3rimtTtg7xR2Xg6Ly/DsR/vu7frj+lb1ZXhsBfD9mB/c/qa1a6I7I45bsWiiiqEFFFFACVznjifyPCV7g4MgWMcdckZ/TNdEK57xxLFB4J1eaVFfy7ZmQMM4f8AhP54qqclGak+jFJXTR4Xckl88GqrZPrWVJ4hkV9s9urYPLIcfoacNfs2GWEqn/dr6KGMoy+0cjpyXQ0QKUj3/Wsltes+0czfgB/WmnxBa/w2sh/EVbxdFfaQvZy7GyBx1/Wg4zxWEfEMI/5cnP8AwIUDxHb/AMVnIPxFL65Q/mD2c+xuFfSgKfSsUeIbUnm2l/T/ABqQa9aEZ8mZfy/xp/W6P8yD2cuxr9qn04quqWjOMqJkz/30Kwf7dtCT8kv4D/69H9s2su6NBKHIIGemameKpcr95DVOV9j3IhSx789+CKcIjkYP45rxvT/iDrumARu8V5EpwBcLlsf7w5/PNdFb/Fi0Axc6PMrY5MMwI/UCvnUdZ6JhlHfijDZwea4mP4raGQc2+pr7YQ/+zUN8VdFJ4tdSYf8AAf8A4qi4rHb7ePu559acsZI4U/nXBn4r6IBzY6n/AOOf/FUw/FrRB/zDtQP+9s/+KouFj0DyiP4cUeTg9815+PizoxHGl3v5p/jUifFjRjwdMv1+hT/4qi4zvDGRyTkemajKtk4J/OuN/wCFraBgH7JqCk+iL/8AFUq/FDw8TkrfIev+qz/I0AdgVOOcmmMBnH9K5qP4leGH+9fTxE/89Ldv6ZqyvjnwvNwut2wz/f3L/MUXEbsOuafpFxFFf3KW32kkRs/CkjqCe3UV0W1JVDjBU9GU8GvFPHupWGppYGxvbe6RRJuMLhsZx19OlcdYeINY0RwdN1K5t1/uo52/98nivIx2W+3n7SErM2hOysz6dEI/vEfhQYT/AAkH8a8Ftfi74qt8CWW0uQP+etuAT+K4rXh+N2pKP3+jWch9Uldf8a8uWV4qO1n8y+eDPYvJf0/WgxSD+E15KvxxOfn8Pj/gN1/itSr8cLP/AJaaBcD/AHbhT/Ss3gMUvsfiv8x80e56mY37qaOR1BrzeH426E3E2m6lD7qVYfzrStvi/wCFLg4N3eQn/prbE/yzWcsLiY7wY049ztC59DRnNcufid4SUZOtxj/t3fP/AKDTo/iZ4RkOP7dhH+9C4/pUeyr/AMj+5hp3OlowO5rHi8deF5/u+IdPPszhf51ei8QaJOMxavpzj2nT/Gk1UW8WO3mWTzTSAOg/Wnpc2k3KT2zj1WQH+tP2IegU/Q1HO+qDlZTk9M/lVaRSwwK0nh/6Zn9awte1/TNCtmkv7qOLjiFTmR/YDrVRcpy5YK7C1tzx3x5CIPF15hSocI/1yoya7fwBo0mn6R504xLO3mbT/CMcfjXBzXx8T+L47uZNizSDEYOdqL0H6V7DZDy4VWvrW5RowhLeyuKjG7ciW65UivHfG9q0HiWZz92ZFkX8sH9RXsky5XIrzP4j2pBsLoDj54j+hH9arDu0x117pwlFNyfQ0Fj/AHT+Vdxxi4o203P+y35UuW/utQMWk/Gglv7p/GjLen60AFJz3pfm9P1pDu9P1oEMfpmomqUk+g/Oomz7VLGMHDV9TfCu5W5+HGjkMCY42ibHYq5H8sV8tJG8jhUUsx6BRk19IfBnT9QsPBTfbSBHNcvJBEfvIvAOfTJBOP8AGokMm8Y2+3xZZzKvL2xDH6N/9eqdwCsY+laGr3kWqaw00ODHbqYlf+8c5J+mf5VTufuke1cdR6nZTVoq51vhQk+H4fZnx+ZrcrA8IzLJooiAwYZGU/jz/Wt+t47I5Z/ExaKKKokKKKKACuY+IURl8Aa0qjJ+zMfyIP8ASunrnPHbMvgXWyo5+yOD9COf0oA+VbwAuSPWqWKt3DfOw9zVWqAbjik6U45pvOaADeMc0hIPeg00rQAh4qQN8tQnjvSbiAeetAEvmnGFH41Ysk3Ssx5wuf1FUMmrenswmbvlen4igC1KfmJ/Gqx61NI2QahzQAnPNGcUHrTSc0AO35pCQaYQO1NO4Hg0AKQQc0qSZ4phZu9NDYOaQFgtg8nApjSlvlTPPU1BJIC1Akb+EUATCPu3NO+UfxAVEFL8sxqRUSgC9Ysv7zB6bTTZj82Kdp4AeRfVc02UDNDAhpOaU4pDSADmmkZoJppJ9KAEIxTOh4pxzUZoAVnLMTSgMe9RBXUjjG7JXPcZxx+INSqG70ASKB35qQIv9wH8KjXNPDN7UrIB4wvQAfQVMlzOn3ZpR9HIqDJ9qXJ9qXLEC6uq6ggIW/uwPQTt/jVSR2kfe7FnPVmOSfxppJNIaFCK2QXPR/CsMI8Lw3Pko063OA+0ZHI713Ut2tpbCSRgAAOa4rwnIv8AwiUEYHL3bL9cYP8AhXWSJ9o2qTnYAfxpVY881Fb2OmhL2dNzltc2IJhNCGz1GaxNe0q11W18m5UsiPvGCRg9O31q5pMrsJUcAbHIGPaidwS2RkYrKm3Ga8jaolKDt1OOfwjpK42wMw7/ALw/41E3hbS162w59WNbskYLYCsOOimozDISPmcD/aFe0orseHzS7mBL4a05ULLb52kEgMc471Bb+HbQzkNaApuI+YnHXt+BFdA5dEbD4xnpUEN4k67gxJU7c+v+cUmknsNSdtyGLw1pZXm2i596sp4V0rIzbwVaRpXGREWHt2qdZmzzAwP0osuwrsrr4V0gcmzt81KPDWjLwbK2P/AKtpLu/hIJ9ql2sejYFJpDuyj/AMI7oa/8w+3Pp+7FO/sTRVGU0u149YhV5Y8HBYkfSk4VSFXPFQ7FJsz47OCKQ+RBFEv+woX+Vdjp2oGw8AXcsTfP5rRRn3Ygf1zXLSBicHit4QgfDx3C52Xoc+3zAf1rGv8AAa0NZoisYxDAqD0qaddyk1RlvFtLbzZCFUdzVyOUTW4b1Ga81nrWNvwZMA95B3O1x/L/AArr64Lw1L5OvhOgmRk/r/Su9rop/CcVVWkFFfEH/Cd+MP8Aoa9c/wDBjN/8VR/wnfjD/oa9c/8ABjN/8VVmZ9v0V8Qf8J34w/6GvXP/AAYzf/FUf8J34v8A+hr1z/wYzf8AxVAH2/WR4pg+0+E9XgxkvZygD/gBr43/AOE78Yf9DXrn/gxm/wDiqa/jjxbIjI/inW2RhgqdQlII9PvUAaFxnzT6dagNc8bu5PW4lP8AwM0n2mf/AJ7yf99mncDoKaawftM//PeT/vs0faJ/+e0n/fRouBuUhzWH9om/57Sf99Gjz5v+esn/AH0aLgbDA0xgSOmT2rK8+X/nq/8A30aBcTqwZZpAQcghjxRcDWXI4III9as2hPnADuDWAZ5iSTLISep3GgXE6nImkB9mNFwOnkPGKh96583Vwes8p/4GaPtM/wDz2k/76NFwOgNNP0rB+0z/APPaT/vo1tQ7mtoiSSSgJJ+lADyfSmk8UEe9NOKAEZhTC3BNKamtLOS9laONTkRs5I7ADNK4JXKgOeoNSKT2FIgYYzg1KCPpTAVSccipAwHaowfenhqALlkSZzgfw9/wpJyN5pLJv3jY/u+nuKWblzQBASKM+tBFNIpAIW9qYW/OngZ60hUA0AMOTTcA0/vTraBri6jhQfNIwQfUnFAEbwMJXEmcpjAJ6Drx+f60oyO9ei+PfBrWmmr4hslzbKy2dwoHKsqgK/49D749a86HSkndXHKPK7C7qcHFMxTgvtTEP8ynB6jIx0pwHFAD9wzQOe1JinLnNAHp/gi3EuiWXoZpn/8AQRXWedDCssrEYHGByawPDAtY/AVpFPI8Uk3mFHjHzqSx5FWbeJXbyIWkaLoWcj8elRKXs58yOmlH2lPkZqaMweznvGLEzSMwDH7ozgD8qjumLKBx7jOKmhg8qAW1umEH3j2FJNEccla0w0HKXPIjFzUYqnEzSJAp2oAPrUDvID/rF47c1ZkRVGTgH2NV5jEw/wBY/J7V6J5dijc/vIXR5PlYbTjqc1meGLeYSTRSyRsITsVSMFhk4atSRfMdEiBJY4HvW34k0VdG1+OPYqxy2kRBXuyja345AP40m7SSKSfKxkeVGMEEdauxbip3APzWRE7qT8xPHrV61Y71+Y4NUyUaaQxkYIIqT7MDxuFJGox171YUA9AOlZNmiRXNuM8Faa8ABALflVplAGcVG5HORxUtjM2dAGJArVNwtt4CeFuTcXuxR+IY/wAqoygelWb63J0XRVA4eaeQ/oKwrv3DfDx/eK5NoWlW+tzywXQYpHEGUqcYbPB/Q1Bbq0E1zbMP9TKyAnqQDjPtWn4evbTR7G91C7kCR7ljUDlmxycD8ayUuvtK3OoszE3MjSgN/CpPA/LFcLXuruelFtzfYfaNM+rW4gBMvmDbj616fXL+EtNWK0+3SL+9myEz/Cv/ANeuoramrI5K0lKWh8AUUUVZkFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVuQE/Zov9wfyrDq2uoSqioFTCgAdf8aANQg03b61n/2nN/cj/I/40n9pTf3U/X/GgDQPTitW0tLoeG9Vv4UfylMVvJIBwN7E4z2ztFcz/aEv9xP1/wAa6G08b3+neEdQ8Ox2djJa6g++WWSN/NUjGNpDADGPQ9TQNOxRfjbjoR2pKzf7RlwBtTj6/wCNH9ozf3U/X/GmI0ttKFPrWaNSmH8Kfr/jSjU5h/BH+R/xoA3bAYnYdypp1wPnrDi1a4jlV1SPI9Qf8aV9ZuHbJSL8j/jQBqk0dax/7Vn/ALkf5H/Gj+1Z/wC5H+R/xpAax4pp55rL/tWf+5H+R/xpP7Un/ux/kf8AGgDUNdL4B0hta8aaXZKcBpt7nGcKoLE/pXC/2lN/cj/X/Gt7wr441Lwlq39q2NvZyzrG8YFwjMoDYyeGBz+NAH0/450aCL4X63Y2yYRLZpPmOSSpDZJ9eK+VTwxrvL/4+eKdQ066sp9O0XybmFon2wyg7WUg4/eV5idSlP8ABH+R/wAaAbuagNOHArI/tKb+5H+v+NL/AGnN/cj/ACP+NAGsOtPFY/8Aas/9yP8AI/40f2rP/cj/ACP+NAGzmnJ1FYn9qz/3I/yP+NOGsXA/gi/I/wCNAHvGg6JJdeGdMdZUUG1wN2eCWYk/qK6C00lbeNUZ8DuF7/jXi9h8WNdsNPt7OG003yoECLujkJIHr89WR8ZfEQz/AKHpf/fqT/4urVODd2g9vUS5U9D21lVEwigKOmKoXIGTxXj7/GLxC2c2elj6RSf/ABdQt8XNffraab+Ecn/xdbppHO4tnqMwJyPSqEu0HrmvNZPifrcnW2sB9I3/APi6i/4WJq//AD7WP/ft/wD4qtlMhwZ6/wCFbT+0PFdnGR8sbeY47YX5v6Cuz+JFoX0+zvEA3RSmMn2Yf4gfnXz7ovxd17QbyW6trLS5JGTZ+9ikIAyDxhxWjqfx28T6zpstnc6fo6xtht0cMoYEMMEEyGueU/3iZrGPuWO1T0288Zq7bYDCvH1+Jesr0tbD/vh//i6kX4o62nS10/8A79v/APF10OZlyM90hIKkVPkA/pXhifF7X0GBZ6Z/36k/+Lp4+MfiEH/jz0z/AL9Sf/F1nzF8rPcGzjPpUTZ54rxY/GPxCf8Alz0v/v1J/wDF1GfjD4hLZNnpn/fqT/4upch8p7JI2e9dNJYRXXgSNGuIrWYIzQ3EvSNyTzXzkfi7r5/5c9M/79Sf/F07Ufi74h1W1tbWa30+OG3XCLHHJz7nLnmsKsrxNqUffPTWsY2l+yw3/wBsUjMswiKAn0GeT9eK6HSNLkv5YbKGNvs0ZHmydlUds+teFwfFDWrdAiWenYHqkn/xdb0H7QfimzhWGDStCSNRgKIJv/jtcsYXep3VKvLHQ+oURY41RFCqowAOwp9fL/8Aw0d4v/6Buh/9+Jv/AI7R/wANHeL/APoG6H/34m/+O1ucR//Z", "path": "003736.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003737
Men Tshirts
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"path": "003737.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003738
Men Tshirts
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", "path": "003738.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003739
Men Tshirts
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", "path": "003739.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003740
Men Tshirts
{ "bytes": 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", "path": "003740.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003741
Men Tshirts
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", "path": "003741.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003742
Men Tshirts
{ "bytes": 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", "path": "003742.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003743
Men Tshirts
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", "path": "003743.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003744
Men Tshirts
{ "bytes": 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", "path": "003744.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003745
Men Tshirts
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"path": "003745.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003746
Men Tshirts
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", "path": "003746.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003747
Men Tshirts
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", "path": "003747.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003748
Men Tshirts
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", "path": "003748.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003749
Men Tshirts
{ "bytes": 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ecePbN21R9qgm4t1254yVznFcTaRK3iGwYIQqRbcN2Ir1/wAVaWt/polC7pLdw4x1x3ry+7iit/E1o0W4iTJbJ6ZrllpI7lJSpo33O36VmX9u1xEUDsorX2hmwaux6cknOOornWhstjh4dHuLWdpYEWdXXayt1/A9qxj4ZvRftM1l+7ZdpBGSq+3vXqqaExYFXKHrmry6bOqgGYMOn3RmrVaSJdKL1PG72R7TUo1W1mhQEYLDO3/61d1ogErxlON3p0rW1fRIZI8yMGbqTjpVbw5ZKt+Ap+RTkVM58w4QsdfFZzR2TSseApry7xRf73Me8LuOMMa9sjjU2O09CKwtU8K6bdI0xs43kHO7FRHR3K06nzxqFvPZygPG7F8EEHtW1ptlObU3FxCVtkl8kyN80Zf0OOR9a9JOi6XLKIbmFVKHgOCMfQ+lbP8AZFm1ilpEY0twP9VEvB+tb+20szH2Wt0clodtoWoRfZrzS0SVTjhifxB9K7jSdKt9PQpaDbF6AU2DwzYQKpih2EdxWtBEIowq55NZObbNGl0PGNc0e41r4l3SJGsioVLKxwNuP5ivZdJsItN06G2iUAIuMjvXMeH7ET+KdW1DZ8pkKhsden+FdqF+UV10ndnLWslZCgYpaKK2OYKKKKACiiigAooooAKB1oxmlAoADSU6kxQAAc80lKeopMUAFFO7Uh7UAJRRRQAUUUUAFFFFADT1opW60lAFHFFJnNLQAUUUUAKv3aWkXpS0AFKKSlBoAWlxQDiloAKKKKACiiigAoooIxQA4dKKF6GigAooooAUHNLSAYpaACiiigBGUMpBAIPUHvXlXj3S00nVNLnt94idzknHB9K9Wrzr4rsI9O05yOBcdR346Ck0mioyaZAmGIkHTtWvbTj5fpXPaVN5tioJGVHatGNiki81573PRi7o6SI5BNSbsd6p20nA5zkVNPII4WORgd6nQ0RkardZYoD7VFoZ26guMcisme7a7vZBEN+04Jra0FQbwZGCKEOx3yHbaqPWpI/mUgjrURGIEpsUueM4PpQZj3tY2Y+ZGrD3GcUqW8Mf3EUH2FSg7l5oIHWmIhkTI54rO1S9+w6fNMOXVfkUfxMeAPzrRlOBya5XVG/tTxJY6TwY1zcTD1x0H504wvIltJXNbQdOOnaXHATl+XkOc5Y81rjpSL06DnnilrvhGyOKpLmdwoooqjMKKKXNACUUuaQDPFABTsCgDAooAKKKKACiiigAxRRRQAUUmKWgAwKKKKAEIpKdRQA2inHmmkYoAOvWm06kIzQBnUoNJRQA6iiigBV6UtIPSloAKUdaSlAoAWnDpTaBQA6iiigAooooAO9OpvenUAFFFFABRRS4NAC0UUd6ACigc0uKAErz34t2jzeHbe4RSVgnBkPseM/nivQq5/xrpr6n4S1C3iH7wx715/u80Aeb+H7mOK3SPfz6V0RIznJ+tcHoQMkCXCnAXrnNdnBMs0KuDwa4qkddDvpPTU2LSYqAD07VU13UStv5SN87dfaq0t6lrC0jngDp3rjdR8RGW4IjXr61nGDbNHUjDc19P1KOz3RTbic7gVGSf8a67QbqBp/Mz15FeNz3108gcZyDxXQ6Vqeow2rTMuI1I57nNaumSq1z3eW/gECM7heO5qF5CdlwgPln1GK80tfFkoWMvDvCuASwzXodjrFtfQIm9AXXJBPNZuLLjI1I5gQKez5FU0UIRt5B6GpQ3c1nqnYHYZNKEUsx4HWuX8Hyfbta1TUWOS77EPXAH/6qf4w1U2mlTCN8SleMVqeFNLGmaNHwBLMBJJ9SK66EepyV5dDcooorpOYKKKKACilAx1oI5oATrSgUuKKACiiigAooooAKKKKACjNKBmlwKAG0UUUAFFFGMUAFFFFABRjNFFADaKKKAM7BpKdSYoAWiiigApR1pKB1oAdTu1NpQaAFooooAdRSZoByKAFooooAO9OpvenUAFFFKvagBaKD1ooAKKKKAFHWlpB1paAEK1HNGskEkb42OpBqWqOr3AttKuJQcMF2j8eKG7K44q7sfPNpv0/VLmymZkjSRiv+0ueK6jTr5RLsZ8gjsDway/F+nM6i/hHzRjDj2rn7LVGiX5W2k9Mniudrn1R035HZnV65cr5ix+Zk/wB0GsDdbQyAm1nmYnovSo7W5ja8MkxMrnoa6i38uSIMkYA7Cl8JcUpy1Mq1vIYnDNo1wF9WXIFdPD4g0m5gEN1ZcJyAilean029htQBLjHbceK3Yr/TpWUrNEueMAipep6FOFO25zn9teHVQhlktcnG5lOPrVbULuJbmGXTr2NlXuDyfqK7dfski/IqnOThvmzWVrmhWd1pbGKJI7gHcCowR9fWs72djOrCNro1PB+uzX6Pa3IBeNdyt/eFdDd3IhhZgRkflXnvg67Wwvrhbhl80LxjpV3VPEcWydywAUZweQ1JxbnY5r8sSO9hbXPFFtp5UhN4llz0CLz+telKoUYGMdsDFcl4G00rZvqtypF1d+vOE7Cuvrtpx5Y2OKcru4UUUoGTVkCUYpcUdKAAH3pc0h6UDpQAtFFFABRRRQAUUUUAFFFFACrSijpRQA2jFLilPNACe9BOaXtSdKAExRTu1N7UAFFFFACbfejb70tITigDOzRTacKACiiigBR60tNBxgU6gAoHBooFADs5opOlKOlABQDigdaXFAC0UUUAFOzSAUuMUAFKOtJSjrQAtFFHbNABR6+3Wobq7gsrSS6upo4IIxlpJGworyvxJ8YtkzW/h2AMo4N1cL191X/GnZgetZxgnIB7ngVTu9b0yxhklub+2iSP7+ZBkfgOa+aNW8Savrcgk1HUp58HITdhV+gFZrTZB6ep96LAfRtv4/0a7R3tVu5Yx0cwlVc+xNYWo65c6u+6TCQofkiU8D3Pqa5XSLhbqyhZD8u3AArZU4TAHFck5u9jthTSVyK7RZopI5FDIy4IrzTVdMbTbwoB+6blCemK9OfkfpWPrGmpe2kiFNx4II7VMJWdh1IcyOBgYK5fPTsK39N1GQRkYJUngntXPSwvaTPFIpyGwQ3FX7efyzljhQONoz9K6ZJWOaEnE1NRvZcIVJ54BPYfSqVlPJ9oARWb5j61bt1jugPNfGRjceMCtGzitLe9CRDJJ6nrWb0RsnfW522iLOtr5hII4B56Umq6sYixfA2ryP7wzWSmvm0icj75IOexB9fpWHqusC4Z3LYZujdOCOtYqm27s1nUVrFOW/eLUJ5Vck7jtOeAK2fDmnXvizVkXAFnAQZT0/D61y+labd63qSW9tESGbacc7fXNe6+HNNsfCukx280kcW45eVuAze57VunFSszlak1c6SGJLeFYoxhFGAPQU+kXlQwwVPII6UtbGIUoPNJR3oAdmk60lGaAFzS0mKWgAooooAKKKKAClxSU7tQAgFLRRQAUUUUAFFFFABSAUtFACd6KWjGKADvTT1p1JigBKM4pSMUmKAMuiiigB2aKQUtABS4pKXNAC0UUUAKOlLSCloAKKKAM0AOHSiiigBQaWm0oOaAFoo469hyT6VxPiT4l6ToyvDYkajdrwRGcRofdu/4U7AdpJIkMbSSuscagku7AAfUmuA8QfFrSdOLwaVE2oXA438rEPx6n8K8u8ReK9X8RyH7fckxZyII/ljX6Dv9TXPtkDFVyoRr+IPFeseJJg+pXZdF5SFBtjT6L/U81gljilPU0zdzRaww3UbqSimB1vg6/wBshtHbHBKe9d0pwQPavH7W4e0uY54yN8ZyM16npmoRahZpcwtkP1HcH0rjrQ1uddGd1Zl7GKVkyMUq4apVHIrA6LnIeItDlu8zQKGYdRXHssltI0cnysDggjpXrska8gjrWTc6HY3kheaIFvUd/rWsar6mE6V9UcFHfyIhyAADwB396db6k8fzDCkngt7V1k3hGCSYuhCr/CAKdbeABPMm2TYo9TkmtPaxMvZTRy7ajvB5YADLP2z2rY0Tw7qfiS4jMduYrf8A56ScKPf3H9cV2WjfDWxt5/Pu3eY7shT0/Gu/tbaK1iEUKhUAwABjFRKt2LjT/mM7wx4bsvDWn+XApadxmSVjlmNbQVZNysoZT1U8gj+tBy+PanouH+tc7d3c2SsrHLapoOpaKW1Dw3czIq/PJYFiY39dgPQ+3SrugeO9M1vyopCbW7k48t/uk+gP9K6jGV6nivC/GlpFYeLtStoxtjkZJwAMYLDn9RmurDS5nys560IxV0e696K8y8E/EFDbLp+tSkNGdsdyecj0b/GvS45EljWSNg6NyrKchh7GulxaOa46nCmrTqkYUUgOaWgAooooAKKKKAClzRto20ALRRjFFABRRRQAUUUUAFFFFABRRRQAUHpRQelADaKKKAMuiiigBwOaKQUtABSg0lKBQAtFFKODQAmKUdaXNGaACgcUUUAOopBWDrnjDSNCDJPN5tyBxbxctn3PQU0rgdCBwB6+1cv4i8c6R4f3Ql/tV4P+WERBwf8AaboK811/4g6rrAeFZPslsePKgJBP+83X8q5J5dxzVxiK50HiDxnq/iDMdxP5VqTxbwEqntk9Sa5l88d+PypxekJyBVWEQMtRuvOatFRTGQYoAputQkY61cdSarslJoZDRTttNNIYA4rS0jWJ9JufMj+aJvvxnv8A/XrN7UY5pSSasxp2Z6zpOr2upwiSCTJH3kPVa2AQR1rxS2uJ7SYTW8rRyDoR/Wu00fxspKpqUe09PNUcH6iuSdCS1idUKy2Z20gzz2qMDn/61aOmNaarbh7aeORSM5Q5qOa38p8MOPWsLNbm90WLG2ikUAnJ9K37W2gjX1xXNx/u3Uo/61r2jFyDuzn3pMRtB0DfKB9DTgwzTYoSy471IsJDDOTSCw9T81TKPnyabGlPmkjgjMsrrHEoyXc4A/E0Wb2AmaRIY2kkYKiDczHsB3r571/VDrWv32oqSY5pP3ef7gGF/QV1vjfx3HqUL6VpT/6M3E1xjHmf7K+1eeyPgZHpgD1ruw1JxXMzir1L6IarEEkEjLdq3dC8X6poD/6LMGhP3oJclD9PSufYGPC9cUbq67XMD3XQPiBpGtFYZX+xXR/5Zy8KT7NXWc4BI618uhznvXU+HfHeraCwj803Np3gmOQP909RWbgUj3viisTw94m07xHbeZZyFZVHzwPw6f4j3rb7471nawwoopRigBKcOlNwacOlABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQA2ijBowaAMuiiigB2aKaOtOoAKXNJRQA4HNFNp1ACjpS0g6UtABjNMmmjtoXmlkVIkGWdjgAe5olmjt4XlmkEcSAsznsB3rwzxl40uPEd+0cTtHp0bfuoh/F/tN61SVwNrxp8QZ7q8W30O5ljs0UrLInytKc9u+K4CScyjcrHnk+pPv703eSc9M9aHTjcv4471olYQzjFFJkHp3paYhMU7APagYxS0AJtpCM8U7rRtoAjK8VC0eBVrFNZcigCg0eDmoCpyeK0DHmozFU2GUsGgKTVvyRQIcZosFyAR7sVKkJ49qmWPHarMcfNNIGxtk9xaTCW2mkicdGRip/Suli8YauqBLiVLkdjIvzfmKwCmDwKA23qPzpOEXuhxk0dhbeNIkI8+xPvsk/oa6Cz+IujRAGS3u19QqBv615gpHJ6U9egrP2EC/bSPYx8UPDyJnyr/AD7RD/GoLr4s6Wqn7Lp91IwHG9gteRkHHAo2ml9XgP20jvL/AOK+rTfLZ2lrajHVsyN+vFcnf63qGryb9RvZrgnorN8o+g6Vn7B1J/SlG1WBwTWkacY7IiU5S3HZJ4AzmkJCjrmQdB2FG9v4eB3xTO54qyA3575oooPSgANICQc0tGKALFlqFzp91HcW07xSocqyHBFev+FfiTbaiEtNY2QXJ4Wboj/X0NeMbcUoznqaGk0K59SAggEHIPI96UcGvDvCPj290JltbtnuNPJ5Vjlk91P9K9psb+11O0S6s5RLA/Ksv9fSsXGxZZzSnimjrTjSAQHPaloooAUDNJilFBbIxQAlFFFABRRRQAUUUUAFFFFABRRRQAUUUUAZI5o70o60Ec0AKBiiiigAopR0paAEFLRRQAucUvGOelNrP1rV4dE0e51Cc5EK5Vf7zdh+dCA4b4p+JjDGNCtnIkfEl0R/d7J+PevJt2TU9/fT6jfz3dxJulmcs319vbtVatloIkU1Mh+UrnGetQK2KljkDDimIMYbHZu/vQVwDxTpPukDvz+NJEwkjBzyODQA3oKXtmnMMdqPbtQA1adRRigBMUY9actBHNADAPakK47U/HpTu1AEOOelO2D0p+OaUkZoAaFHpTxgU3ipFz3NACUE8A0Gg9RQAYHoKbwD0p1IcUAJ+FCntiijvQBIOlIxPGKRSc4pwxQAcjFKM0vWjoKaATApQue1FL0FOwmNI56UY9ad1ApTyKLBciP6UnepMCm4z7UWAUNgYrovC/iq/wDD12HgcPAx/eQv91v/AK/vXOBSBUiEjj9aHFPcLn0ZoevWPiC0NxaMQynbJE/DIff/ABrVzXg3g3XG0XxBbTMT5Eh8qVfVTXvK4PIOVPIPtWMo2GmApaKKgoKKKKACiiigAooxSgUAJRTqQigBKKO9KaAEooooAKKKKAMoAilpASTS0AFFFFABnHFOpB0paACiiigA7Z7V5B8UvEAutRTSIX/cWvzS47yY6fgK9S1bUF0rSrm/fGIIywz3PYfnXzde3L3VxJPMd0sjF2J9T1q4x6iZX75pQeKSlFXcQ/HGKYrmOTBqRemajlTcpI6gUwLykOoPpUKqEnIHAkGR7mmWk+9cVNODsDKPnU5oAUnI5xSU043ccg8in/wZoASlHekHanUAIBil5oHNOXpQA3vilIoPJJoHTNACUgGTSjmnY4oAbtxUmMGmt1pxoAQjNKeRSA0tADe1IRzT8DPNNP3qADFIRyaXvQRzQADilHNG3NL04qkAoOWx6CnDrSAnpSimAtBGaKKBCYpaKKBCYApuBT260w9aB3FFSJ6VGDT1NAizEvzrnoDXungnV/7V8Pxh2zPbny357djXhaNgg9q734a6l5GtG1LfJcqVx/tDkGpmropHrdFHXn15ornKCiiigBxFNNOzmjAoAO1FFFABRRRQAUYzRRQAmKSnUYFADaKUjFJQBl8dqKbSjpQAtFFFACjpS03vTqACiigdRxmgDgPitqa2+i22nI/zXMm9/ZV/+vXjBP512fxJ1L7b4tnRSClsiwj6gZP6muKrSOwmAODTxTAOacSQMiqESA8YoA5oJyoIoU5ODTApxkwXhB6HpWuG3J9RWTfIQyuKvWsm6BSeooQCpzHGewJBpZH28gcU1MjeO26nTAY5oAkRwye9OHeqkLYY+lWwe1AAGAoAzyKXjIyKBjPAoAUjg00A4pzUq0ANx6UoFBAJpelACEZNL1opV6kU0AgANFKOCaGPIHahoBKb3p1NpAFOpFPNLTAXIFKcHFN60A4HtVCH4X1peO1No5xkUAOJxSDPNNDY60/3oGHNFHU0hGDQSBHSmnrT6MCgCMcU9aaOJMUu4KCT+H1oAkaQh1QdB1+tbfh+9NlqdrcA4ZJVP61zkfLZNado2CPUUmM+lc55HQ80VXsXMlhbyHq0Sn9KsVzvcpMKKKKQxVpaBRQAUhpaKAG96dRRQAUUUUAFFFFACN1pKVqSgDKFLTRxTqACiiigApRQvSloAKhu7lLOzmuZThIkLt9AKmrkPiRqJsPCMsaEh7uQQ++3qf5CqirsDxG+uHvLma4k+/Kxdue5Oap5p8hz3zUdakjwcMKVwA31FNYcZHWnkb4d/cdaQBEf4G/Cl5Vs9xUbcYYdRUzNviD5HvjtQBHdDzIN3pzTbF8xFadnAKN9096gtCUmZPQ0wLKSfO4PtU1wfl/CqLP+/Ye9WZ245pgRxE76uCqkS5bNW8dKQDwwxSr1poXApwyKAH+1HcU2gcmgB46ig9TQtKaAG4JoHBp1H5U0wGnvR3NOzikxxmndAJTCcCnN0phPAqQFzzwOadjdTQeaUHA47UAOxjikBJ60uTRVIB3alHOBSdqUUxDSKeKKcBigQAcUd6KQjNAARzQ3yjNOUZ+tMnbACigCPPzFqh80SOfQcUTv5UOM/MahhJETcctxU3AsRnnitG1yzhR1PFZsZ5zW3olu13qVtCgy0kiqB+NO/UpH0RYR+Vp9sndYlB/KrFG0L8o6Dj8qK5igp1NooAdRSL1paACiiigAooooAKKKKACikxR0oAWkNGMmkoAyaM0ZooAdRSCloAUdKWm96XNAC15H8W9SMmp2mnI3FvH5j/7zf/Wr1tmRFLScIBlj6Acn9K+b/EmqPrGuXl8T8ssh2/7o6VUdwMdjzSUNxSoAynHWtSRMmnwMA5Qg4NMpr5Vgw6ikBIRsYow5FJE4Rijfdbv6VJKRLEso5I4bFRFCRg9+9ADnUqxifrjKmo4j/pWfzp6vvUQyHDj7r1UdiJnz8rAYoKHxvvuWOOM1ZlctxVe1QpGTn71TD73NFxMlh4471ZyRxmq6EDpUobLUxEqsMc08Hio1xT+O1ADhg0vemg5paAFJ54pwPPNMzg07qaAFJ5pV6ZNNpc8YoATr7Up+7SUUAMYnFMz8vXkVI/TNQ+tADgTing5/KoxSqaAJu1LximD7oFO9BVIBwp2KaODTu2aYCH9aeOlNB71Jx6UANopcU5VzQSC8DNVSweUk9F61afKxE4rLu5dn7pT8x+9ik3YaIrmXzHPP0qRVICr1qtENz5P3RVpSOue+BUgyaPqBXefDfT/tfieCTGUgBlbPt0rhYF3c969q+Fuki20q41Fl+ed9i+yjr+tEnaII74f/AF6WiisCwoooHWgBeRS9qCcYo7UAFFFFABRRRQAUUUUAFIaWigBMkUlK3WkoAycAUUUcUAA6040UUAKBmlxTaUdcGgDnvHGp/wBleEb6ZWxJIohT6twf0zXz3JwfWvVPi7qRC6fpynpumYevYf1ryluTWkRXGE5pY2CMM009aRhzVCJpF2vuH3TSFQw4/OpIWEiGNj9KYykHbQBHFKYWKkcN1zTzugfafmjPINDIJF2H73Y0Rlm/0eXqfumgBJIkde+3sapTMWkJbGemfWtBUKEgYx0KHvWdc4E3AxntQxksbsqgU/c3tUIIp4PNSMsI3FTo1VQwFTI2asknDjNTK2eMVV71Kr96AJwTnpTu9QB8mpMmgB/8QpwNRA4/Kn8ZoAdj5sUetNJOcilBoAUdqDRx3o7UAMfnAqI8GpGPaoX69aAHZxzTo+oFRg09fvCgCUDmlNMVueTT29unrTTsA7PvTweKjXmnVQrjqeKjHWpAcUBcWpExxTFwalUAAseABmgRXu5VhTJPToKwiTIcnv1NWryf7Q+7OATVbOBtWpZSHxcnYpAXual4aQKOKiA2JtHU9amVPLAwQWPc9hSBmjZxiWYKPurzX0X4ZgFr4bsI1UD90Cfx5r580xdqg/3snn07V9FaK2/Q7Fh/zxX+VE9gRe3e1OptO7ViUFFGc0UgCnDpTaKAHUUCigAooooAKKKKACiiigBGpKUkUlAGTRRSgUALRRRQAd6XqRRimyyJBE8r/cjUufoBmmgPCviPffbvGF2u8FYAsK49hz+prkMe9WbyZrq8mnblpXZz+JzUGK1RIzAFIRmnkHPSkA70ARgGJwe1WjiWMODzUJANETGJ+fumgCQAEU14RIOuGHINSMu08dDzQKAIlYv98fvE6+9ULs5l960XBDhwOR1+lZd2c3J5oY0IGGalU4NVxUy1IyYHnpUyMMcVDTgcCncViZWzUqnjGagRhUgYCmIlU7RnOalVs1CBkU5eDTAmJ4pdwx1qMHmlwPSgCQHindxUftTw3SgB9FAyaXHy5qugELd6iPJFStUR61IAeBTgcEGo85FPHQUAOA+bd61KORUQ6VIvSmDFHBp4z1J4pg5NPH3aokcPvdKfgAcHJpg4yaevJoAVM5wRUd/KUtwgON5wfoOtWUUE9KxNRuxPcMqn5V4BpN2GivI6s3y8CkTAO7PJ7VGuO9TINxBPaoGSxLht759hU0CCSU7s7RyajJLGrcS7FC9+pp2BmlaSDOSMZ4/Cvf8AwrJ5vhbT2zkiLBr59tyDjjpXufw/cyeELYk9HcD86VTYSOmAzS44xQeKAaxLADFLSGloAKKKKACnZzTaBxQA6igUUAFFFFABRRRQA0iilbrSUAZNKOlJSjpQAYNLRRQAVjeLYr+fwtqEGnRGS5ePaFHXb/Fj3rZzyKdjJp3tqB8uMpX5SCCDgg9vagLk56Yr0jW/DdnqU80uDDcFj+8Xvz3FcffeG9QsckR+dH2ePnj3HWlCtF6GkqEkrmQemKbtHrTwvWjHHTmtt9TJq2hGEINBXIwaeOTTsA9aBDI2/wCWbH6Gn+1NMeV4PNOwcDPWgALbY2PoM1iMd8jEdzWtdHZaue5GKyVGKGMco5NSqcVGvenjqKkY/caUNTO9KOlAEinFSBqiFPUE0JiZZiJ281IOTUS9Keh5qhEvSjOaTNA4pgOzxSK/akJOcUicsKALSHijouKEHFK1V0EQuc1E9Pc4NRO1SMF5PtUi+vtUaVIOhoAfTxTBTwcCqQDlGDzTlIFIOfpTlUCmIdUiEZqIsCfpUsQOeBmgQ64l+zWUkx4IHy/U1ygbjnr1rZ8QTfu4rcH5idzCsRAFPFRJlInQZGT09KnUjioB0qZBnFJDZYiGBu71ZUjtUCcrU6ACqQi3CTuUV7p8PM/8IlCD2mf+deK6Rp8+qX8NrbqWkkOBgcL7n2FfRGl6dDpWm29lAMJCuM+p7ms5zT0Q1Fl0UtNzS9qzQwIpaTNLQAUUUUAFKetJRQAUUUUAKDS5ptOxQAmaM0uATTaAFJzSUUUAZNFN6U4UAKDxilpo6049aACjoRRR6fWkwOFuVC3k2D0c5/OnxwpISSvFR3Df6TIfVyf1qe35rzpbnrQ+FFG98K6bqOfMhAY9xwfzrmb/AOH13GC1lMsq54SQ4OPrXosPbIwasogyRjmnCvOGwpUoS3R4Te6Pf6exF1ayRD+9jI/OqWBklefpX0SYY3TY6KwPYjIrLu/Bmg6iczWKK56vF8h/SumOMvujlnhUtjwn5h0/lSgc+9es3fwpsHJ+yahcRe0oD/4Vly/Cq6jJxqlsQPWNs/8A666FiINXMHQmeXak+EjjHc5NZwODWr4itxa61dWccvmJbv5e/GMkdaygpJ61o3fUzJKeO1NApwzQAtKOlLjvRQA4dalXio1qUdaAuSKeKlTpUXTpT1qiR5PNKMCkXkjNK3UD3pgITSoOhppHNPQHFAFlegHehuelC9Pwpp45p30F1ImBPFQsOBUzHmoWOPpSGCjmpRUaHJqRelADx0p4xkZ7UxaeBk1SAkXsBT2GBzTQMc02RsmmIFHzZq7bgkDA9vx7VUiXJzXW+C9NXUPEtlAy7kV/Mf6LzSbtqBxfivTprHWJFkO7CgHj7p9Kw0r0PxkA3ijUCwzmdifzrAXRba5YEbo2PPy9Pyrm9pZ6myhdaGCtToQO1dBF4Nml5S4B/wB5a1bL4eTzSAS3qIP9lal14dWP2EjkVYFc10GheGtR1uVfIi2Qd55OFH09a73SfAOj2DLJMj3UoOf3p4/KutVUVAqKEVegUYxWNTGWVom1PCfzFLwz4es9GeOG3UtISDJKerf4D2rtKydKjzI8nYDFa1VRu1zMzrWUrIUUtNpc4FbGIuaKbnNOoAKKKKACnGm06gBMUmMUueaDQAlFFFAABk0UdKKACjNFGM0AY+aUGmDANO4PNADqdnNNo96AHU2RtsbN6AmlHSo7k4tZT/sH+VJh1RwzfMatW3Wqo5xj0q3bjvXnyPXhsaSckHFW4wcVTgznnpV+MYHWsmiiaPrz0qeIAtkGokG7pVhFwKpImYrEjoapXsojheRjgKNzH6c1eH3STXKeN782PhTUZlOG8oqp9zwKpK8kZN2TZ4Ddym7vLidjkyyM5/E1UK4apoQCAvTAprDa5Feqtjzm7saADT6RetPwKYhMUbRS0elAD1AAqQAE0xeD7U9Tk0EjxgmpKiQYyaeDzVASLQ554pAcUxzk5pgLuO+pUzUOctUydKALK9/pTW6UoOFzio2J70ARk4JqJieKkf1FRMeBQA9AKeo5pkfJqbbgZoAcoABqVBkZxTEXJNTKMKKpCYp4GahOC1Oc8UxBlhTEWoFywr1L4XWGJb2/KnKgRKfqQTXmltHx0617X4CgW08IRzyfKJGeZvp0/pUVHoVFXPKvGAz4hvW9ZW/nVCyOGWrWuS/bL2Wb+87N+ZqlbEqw7VwzOynodhpr/KK6Gy+Z8muU02X5Rmuls5dq5J5riqI6kbaMKlUg1RhkLA1ejUbPepSu7F3sbemx7LUEj7xyauUyFdsKL6DFPr1IK0Ty6jvJhRSijvVEAMUZpaQdaAFooooAKOaKKACiiigAooooAKKKKACiiigDFpQaZSjpQA/tSg01elLQA4HBplyM2so/2D/KnDpUV4+yymYngIaUthrdHEr2q/brxnHFUEzla1bZAVxnArzXuesi3COlW1GT7elQogGMVOg44osO5Yj46cVODxUCEYFSFsYpkSdwkICV5l8Wr4ReH4LUN8084OPZQT/MivSZGGOuK8P+LGoi41+3s1Ixbw7mx6sc/wAq0oxvMwqytE4q1HzAU64Xa2e1NtiNwxVqZNy9K9I4Sopxk04c1HyDj2qQUABBFKOlLnPejFACg5py9aQU4A4ppCZIDgU4cc0g6U4dKYhRycUxuTTjxTDnqaAFXrU0QzUI61ZhFMCU8LUUhxUjHHBqFzl+nFADWPaozyKe5HFM70gHxip/4KiSpgM/SmBJEOM1Ix2jrSfdX0qNmJ61VxDSc1JGoLDg1EvIIq5bJzk9BTQi5brtTOSPSvVotQFl8MLUhsPLGY1+u45rypWA2qfrXTajqJPhPR7RTnZAWb/eZj/SsqztE1pK7OaupC8lRxnawNAUyPwOcdKVIHbJPrXA2daRr2twQAAf0rptNaSYjiucsLViy78fUV2elW6hVBbmsJanRHY1ra3wBxV5E+YDHU1HCu3GOatWql7pFPTOaUEuYc37rNvGMUUp6UleklY8oKKKMUABOadTadQAhOKXtRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGEDmnAiog3NOB5oAkBxThzUefenDvQA8HtWdrchj0qTn75Cj86vg4HvWN4if/AEWFPV8/lUVHaLLpxvNGFEAGx+VbFqm5BgfWs21Qbga2bdCAtefvqeoW44yR+FO8sjpmpUX5c0rc9KYmQBtppxfNRSHGcimB+OaGILiYLGzHGACT+FfNeuag+q65eXr9ZZSR7DoK988RXhtPD2p3RyBBbsfxPC/qa+c+/wDWuzDxtG7OSvNXsizbHDCtAn5RxWZBw4rUAzGDXVE5ShIuHzRkVPPHuHFVcYNNgSgcZpw6VGpPSpR0pAC9KkHPFRj096kFNCY9acDimKRilyKYhSaYxzin/WmnkUAC/Mwq3GMCoIxg1ZUdaYDXO41GTyTT271ExAFADGIzQASRTc7jUoGTigCVAdp4qeNc8UxAAMd6mB2p70wI3JGBUee2aHbJoXg80CFRSWrSiQhBnjPpVSFdxx3q+uAhPaqEDN8zH0HFXowZLKBT0A9az8/uyT34rXs1C2sWe4rnxDtE6KCuyaxtUVizL24rQjtllcZQYpkK/KBWtYwfNXnSZ3xiWrOwjwMIPXpW5a2iq4O3HHpUFsmMVqR8AVlzWNOUlEaooIqfTl3XLP2Vark8cnr0rQ0yMC3Z8D5z+laUVzSuY13aNi92pc8UlFeieahRS02lBpDFAxRRkUUAFFFFABRRRQAUUUUAFFFFABR2ooJ4oATNIeaKKAOcB5p4PFRL1p9AEtOHBqKpFPNADs81h+ITmaBfRSa3ByK5/XjtvIj6pj9ayrfAbUPjK9qORW1bLkDPSsmzXkGtm3bJxXCmeiX414HpRKoVfT61JHjAxTJ04zTAzLjjvVcPhfmIHrVmWIuetV5IvlCkfeYCna4npqc18RblbH4fTRtkS6hMqD/dHJ/kK8IZSK9N+Lmq/afEFtpMZ/d2MI3gH+Nv/rYrzl05NelCNopHlSd5NjIetasWDGBWWnWtC2OQK0iJjpF6mqTjmtIgbTVOZQOabQkQgEGpR0qJcZOakU5NSNjgMc804dKSlHSmkSSDp0oJwKF6UH1pgITmimsfmp6qSaYEijBqfdgVEOop56UAMds9KgkbgVK3AqBhlsUALGCWq0AARUKLVlVyaAJUGDmkds0SNtUAd6iJyadwE6mnjkZ/CmVPEhOKaEyzCNoBqZ8hQv402Nf4e3emkkyfWmBKf9WB+NbcIBjiA7KKw8fNt9FxXS20OVTjsK5MW/dR04fct2ykEA1u2SBeTWXax5et22TAxXnSep6EVoX4h8lXEb5RmqqD5BU4IVetZsseT5jrEOWY4FdBEqxxqgGMDGKyNIi8y5aZhwgwPrW1XbhoWjc8/EzvKwoOaU8CkApa6TmAciiiigApdvvQMd6WgBOlL2owKKACik70tABRRRQAU0nJp1GBQA2inYHam0AFFFFAHNCnDpUQPNPHSgCQHjmlGQaZmnA4NAEik4H1rmNUuTcajIP4Y8IP610wOa42TIu7jcefMP8AOsK8rI6MMveuzStTwMVq25PXFY9owOK1YG571wPc9BGrESTzUjkMPpUED7+3T1qdgAvHFWtgZSPLEd6iuJI4pUllIEUWXYn0Ayf5VO/DA46Vy/j+9ex8IahNGcMyCMH03HB/StIfEjGrflPENV1F9Y1m71KUkvcSs4+h6fpiq7Lu/Ko0XCinhucV6R5pARg1atiRimSICu4UW5IYe9UtwZo8YqtOuT7VPUcqnFUSUsYJpynmkZSD0oGQaiwyQdacpHQ00H0pQTkGqQiTkdKRyCQBRmgKWbNAABuYVMFxxSBcCnLkHmmA4JQeKOQKbIcL70ARsc00DLcU3OTUsSkc0ATIu0DjNWF4HIqJRk5pXft2FACO3rTe1IxzSDrQBIqg1bhUcVXQVaT5VwOtWJkqnZGzdzxTY13SCklONq9qIjhWb0FAE0fzSn3NdhbRnGR6VxlqMzL7mu9s03QrkZNcWMeiOzCLVl2zhBGSea2YIiACBmqVpFgDNacRxXnux3oeq44oJzS7gO1SW0RubhYgOCcsfaoWrsEnZXNrTIfKtFz95vmNXcUxVCjA7cClr1ILlikeRKXNK46k70DpS1QgooooAKKKKAFFLSA4NGaAFxRRRQAUUUUAFFFIRmgBR1pp604cU09aACiiigDlRUinioVNPU80ASjrTjUeTTwetADx0FcnfJt1C4X/AGs/nXVA8Vzmrpt1Nm6BlB+vasK6vG5vQfvWEs3AwPSte3dsj0rCtjhvxragYgDmuBnoxNaAnkeoqwBuXHtVKB8Yq4uTzVRegMimxgj0rh/iZ83gm+A/vxk/99V3cmG4rjvH0HneD9SULkiMNj6EGtYfEjGprFnhSAeUD3qNvlPNSwDKUydcV6R5o4HKYp8agHpUUXJxnrVgKc00DJaO4pgzTgMGrJGyqCelRGM4yKsNzSY6UgIQu0UtSGm9TigBAMmpANopFAFKee9ACgkmncbqjHWnLxTAdmoZX5609yOKrn5moAkjUs4q0q9hTIlwBUyrgZzQBJxGuarn71SO+Riowc0AFSIBmoxycVOgoAlQDFTx479qjUYxTm+WL3JzViYwnJzU4GLdj61XH3s1PKcQjFAh+npvuo1HUsK9Js7cpGted6KN2pQD/bFep28YCr+dedjN0d+D1TLESAKMjBqwgI7cUIBijJziuGWx2oV2G30rZ0a22QGdxhn+79KybW2N3cLEB8ucsfQV1CABQFGAOBXTh6fVnHiav2ULSjFJRXYcY6ijtRQAUUUUAFFFFABRRRQAopabR1oAdRSdOKWgAooooAKQ0tFADaKVjzSUAcgDUiGq6tzT1PNAFkUucVAp5qQMTQBIrZFYutqDcQv6qR+tbC+tZmsr+7hb0Yg1nVV4s1o/GjLg+/WxbnOKxYjiSta3JrzZHqI1Yj84FaMbfL1rLiYE9fpV6IngURYpEroNuR96sbXbUXek3duefNhZR+INbL8c5qncqQoOM81qtGRJaHzJBlPlYYI4P1FPnTemRVzW7Y6d4k1C1xhUnYqD6Hn+tQ53JgivUi7pHlyVmZ6NsbNXI5VIGeKjlt/QVGqspxiqSJZfUBicc0OMCoYGIY1OxJHNUIZRSE80ZpAFJkA9KC2RTe3WgBT0pBTcUBsUASBR6mnHAAFR7iRQz4FADHbPSnQxZGTTI1Ltk9KthdoAHSmA5V5ABqQ8LikA29KYWOcmgBrGhetITzTwMCgBQBuqxGMiokXPNWI+B0qkBIoO4VHKxZgO3SpiwVCfyqrnLUxEiDLgCprjAAHpTIRl6S4bcfpQBpaAok1WBR/fFeqW8Zxg8gV5n4QQS+ILVCM8k/oa9ajiVRkdK83G/EejhNmNVQqdc01/ujHU06Zgg+UVa0q18+YzPny4/wBTXFCPM7HROXJG5pabafZrfL/6xuW9vartFFepGPKrHlSlzO4oNLTaKYh2TRmkzxRmgBwNLTaXPFAC0U2igB1FIDignNAC0U2igB1GaTJFJnNADs0ZpM0ZoAXNGaTNGaAFopCaSgDjV4PSnBjnpUWcd6crUATKeafuqAHmpARQBOpyKpasM2BYclWBq1G3rUd4gkspU9VJqZq8WVB2kmc6DiQAVpW7nHNZiDpjvV23JyBXmSR6sGbUOMgDmr8LGsuFsEVoQnjrUrcplxiMcCq9wCY+KsIOOaim+6fpWpFzwL4mW4tfGUkgHE8KOP1H9K5uGXK9Oldr8Xo/+J3p7/3rcj8mNcHGwUc16NF3gmebV+Nl4yBscU1gpqt52OKQyk1tcysWMbWyDThJgGqvmH1oD89aLhYsF6aWNRbucU4Hii4WFBJNO5poODTtw3U0ITmgLk08kGk75FAAx2jApnLHFL941LGu3qOaYEkSYTpUoXIz6U1euO1PZguMUAJuNMY9sUE96QdKAALkipMimLnNSqo6U0gHr0GKsquMVCoGOlS/dXpzVLQVxJm6AVFj5qRyc0inmgC3B3PGKhlYZPNSoNseT3qBuWNFrjOo8BoH8Rwkc4Rz9OK9VIwuB6V5p8PE3a9k/wAMLV6TMwUYyK8nFv37Ho4VWjcjETXEqxr1bg+wrooIkt4kRei/qfWqWlWvlxfaJARI/Iz2FaYAxWlCmlG7MMRU5pWQtFFFdBzhRRRQAUUUUAGTTqbSg0ALRRRQAUUUUAFFFFABSE4paKAEzxSZNB60UAOHNB4602g8igAyaOaOgpM0AcQMg8mnio8+tPDAUASqcinA1Ghp/egCVGzUh+ZSvYjFRDgCnZxQwObbKSbemCRVuHjnPNM1CLZfSnHBIYUsIz0rzKkbNnq0neNzWtXBx0q/H94HtWZa7V4NakB3Y29Mc1maF1HbaOlRzfdqRVJX6UkqYXrmtehLPHPi2ga701/9lx+tebla9Q+LCAz6b9Hrzv7OpTIFejQ1po8yv8bKWwnuKNlTbCvB6UvAPNamVyAKfSgKc1ZGPQUhTmqSBlfkHmpFPNPMeRTNjA0luA7Io5JzSquetP2gcUxBj1pBnFBJIqRV4FMARMjNTKtIBheKeOKAFxtBpGoJBoNADc5FA4FFLjigByVInJJpiip4xiqQmPQY60rsaGIHFMJyCaYEbHnmnRj5ge1MapoR0zRcGTyHEdVScmrU3AqqBlsUIdzt/h8NuoXMp6LDj8zXodjAb27Gc7F5Y1594DXdPcIPvMgx78167ZWotLVY/wCI8ufWvPq0+asdcanLTsWgOABSg4pBS9a2OYXNFNpwoAKKKKACiiigAoopM80ALTt1MJpaAFJzQKSigB2RRmm0UAOz2optGc0AB60UUUAFFFHagBGPNJR3ooA4ZelOHSmDinAnFAEidKkWolqQHBoAlB4Bp4bvUSntTwe1AFDV04jlH+6aq2z4AHvzWpexedaug6gZFYsBAbFcVeOp34Z3jY14mw59607aRegPNZSMOOKuROQRjpXJ1Os2Ef5elLKQVAHTFV4nyOlWXJ2AgDkVrciR5B8XG8ufSiP9sGuEQgqD7V3fxlX9zpb4x87j9K88spQ8QDHmvSw3wI83EfxGPdMmoynNWiAeKY0db2MCAcCndqGXmlAoAQDNGBTgMUh60WGNNJS49KeqgHJoEIqgjPepBhRSUDk4pgOUU7pTQcUuc0AB9aaTnFLSYoAXqacOtIKWgB4DZ4qyCEXNRop4odstj0qkJjmOQM0YxHSA5WlLfJTGRAZb2qxbiq4PzVai4UGpW4CzHIBquME1NIxqJRk4qgPQ/hkinWyrDP7liK9bweDXkXw4bZ4kiUd4HFeug5+lYT3uNC0UUVAwooooAKB1pM0tAAOtOyKbRQAuaCeKSgUAFKTxQaMUAAODRmjFGKAFooooAKTNLSEUAGaWm0uaAFopM0ZoAGpKCc0dqAOFAyKdSDrTgOKAHL608HJpi9KkUcUAOU4p460wdqfQA8cnBAIrAuI/JunT0bI+hrfFZWrxfvY5PUYNY1leJ0YeVpWJbaRSgq5HwMA1k2z4UACr8Un51573PST0NSOQgYq/n90Ky7Q+ZOvUgela44TpQiJanlPxliJ0rT39Lgj81ryS1lMbj617f8V7cS+F43xylyrfoRXh2zZJ0716eHfuHn4n4zbXDDOBRjPemwtmPn0pCcV0nMMlAB4qPmnO2TTc5oAXPFMGWNKeTT1TAyTQAqgAUZFBPFJwKAHdaB1pFGBTgKYC0UUUAFFHehetACinqOlN6mpVUAZpoCT7qZFQ5yakZqZjmmxD0pXPFIuAaGwcfShMdxFxnNWk/wBWKqoPmNWwMIAKYmQyE59qRASw96Hp0HLL9aBHb+AX2eLrQeqOP/HTXsY4xXi/gn5fGFgSRguw/wDHTXtHYVjU3Gtx2aKaOtOyKzLCikBzS0AIaUUZo60AFFFFABRRR0oAKXNJnNFADqKKKACiim5oAdSGgEYoPPSgBKKKKACiiigAPFJmhutJQBw469KeOlApwoAVeKfntTQOafjrQAq9KeO1MHanjrQA8VX1CEy2bY5K/MBVgU4gMhB6YqZK6sVF2aZz1u+OM1fHAz7ZrNCeXOVP8JK1eQ559q8+Ssz1Yu6uauludxZuB2rZBDLkE1g2jbQDWvBJnrSSKscx8QohP4PveASm1x7YNeBzr+8B6c19HeKbX7R4ev4wM7oG4+nNfPIYSMOK7sK7qx5+KXvFiL7gyaY78nFDNURJzXYcgjNmhTk0oGT0p2BSAMClzTSeeDQaAHUoANN5p/amAo60E4pM4o60ABOaKNp9aOhxQALnJJpw4NJnFPHJoAcq55qQ8UgwBQ5qhAaTv0opQaQMU9veimgmnf40AOj+8anY4xUUY+apGqhjHOSDUlsBvXI71GfvCp7cfMKBHT+Dmx4p01vWYj/x017b1rxTwZEZPE+mqDwJS36V7UCCBWNTcFuLRRRWZYo60E4pKMUAKOtKfWjiigBM0tNpQaAFooooAKKKKAFB9aX8ab1ooAUmkoooAKUHFJSmgAx3zSUUUAFFFFACE5pKKKAOLHNO6UgB3U4CgBVOead1oxigUAL0Ip9IOlKOtADx0pytzgDvTKrandrYaXc3R/5Zxsw+vb9aAOctNQGoPczA/duXjGPQHiteD7tcJ4KuDKl7Bn5gwlz9etd7ajIweMVw142kenQd4lyBip4rTtmzisxML1q7btjoeM1kmbs0LiFZ4WRhlWGCPY182alpz6VqlzZyDDQyMv1GeK+mEw0fJ5rxr4paT9k16HUV4jvI8EHs69f0rqw0rSsceJheNzg+WNLgDrSFuPlphZu+K7zguP3Y6U05Pem8n604KSKBAtO74pFQ+tPCc0wA07nGMUYxShsigAIxSUZJooAXOBTT97PtTj92koAMZxU6DioR1qZeFppAO6Ujc0cmkPA70CF9KKB0FHpSGLjHNITQTxim0CsWYqUmooSSakbjirEIOoNWYOCarr972qzH1oA6jwW/leKNOPYuQfxBr2jGMV4t4SAPiTTvXzele01jU3GtxQc0tNHFOrMsBS5pp6UlADhxS5poNL1oAKKKKAAHFOptFADqDTaKAF+7RmkooAXNLTaKAHUU2igB1FJnikoAdSZpOaM0AB5NFIT6UlAHIDrS0YApR0oAUDIp3akFKOtACr0pwFJjmnDrQAoGa5b4g3n2Xww0eSDcSLH+HU/yrqsV5v8AE+9BubKxB+6hlYe54H8qa3AxfA0//E9uUz963JA+hFen2vD+uRxXj/hGbyPFFrnpJuj+uRx/KvYLeTa6HrXLiVaR34aXullzjGeKux42jbWfOdwyKtWku+IA9RXNY6zVgPXk1zfxD0X+1/Cs/lcz2jC4jAHJx1H5VvQHDcmrzgMMEAg8EHvVRdmmROKasfLYjGcg8dRTwo71u+L9Efw/r8tvt/cSfvYG7FD/AIHisEkcV6kJcyueRKPK9Rdq0gNA56UhBqiR24ClzmkA46UuCelMA/GlzTdhFL0oAXNGaQdaVuelAADzS02lBGOtADlPzDFTZqAcc0/caYEmaQsOlR7jS7SaQD93yim5oAxTsCgBOwNLRSjrQAqcHipgcgZqGnjoKpCJF+/VlOoqug5zVlOopiOq8Fpu8VWA7hif0Ney1454JO3xPYsf7xH6GvYlzjmsam41uLS5xSDrTqzLEPSkopR0oASlBxSYooAd2oo7CigAooooAKKKKACiiigAoo7Ug60ALRRRQAUgOaWmjpQAucGkoooAKQnFLSHrQByWDSjpS45xTgBQAYxQOpop3SgBR0pRyaRelP7UAKPevIviS8b+K9iY3pbp5hHrz/SvXAR3OPrXhfiTUk1LxNqV0jZikkCxkdwoA/pVwV2Jsx4Z5LW4jnjOJEYMp9wa9j0XUI9Ttbe8hbCSjkejdxXjbKDkYyK7fwBdYhvbMNkIRMgJ6Z4NRiIacx0YebTsemEKAQTyPWkt/wB3IeeDVNbjzMc8jqanEmRx1rzj0jahq8pBTNZ9uMQrnqwyauxHC4pCMbxN4cs/Eenm3uhskTmGZRyh/wAPavDNY0S/0O+NrfRBHPKMPuyD1U/0r6MkAzmqep6NY6zYva30Cyxt/wB9A+oPY1vSq8ujOetRUtj5w2nbnpTcEHNdH4m8M3HhrUBBITLbyZMM394eh9CKwyo7frXoKSaujzpJp2ZDk0oJqTZ9KQouKoRHil/GnFRjrTcAelACHPak5p1ITikAgU0oQUm8e9CuM9DTAf0GKkAJPtTBJ6LSGRqAJSvpThUAZj3pwJzQBLkUZFR0ZPrQBJSimggjoKUGgB1O6VHuxxTg3rVICwjDHNTxsDjFVFFWIxgimI6zwhk+I9O29fNyfyNe0GvHPAih/FVkP7odvyX/AOvXsWeOaxqbgtxacCO9MzS1mWOyKKbRzQA6im5NGTQA6ikzSZNACkgUZpKKAFPNLTaKAHUU3JoBPegBx6U2lJ4pKAHAjFGRTaKAHU0dKKKACiikJPagBScU3OaKKAOW/jpaKXFAAKWil280AKAOKf3po4xT6AMTxdqh0jwzeXCHErgQx/7zcf414i0PlhQpLL2PrXoXxRvy9xY6avRFNw49zwuf1rz3zWjbnGBW8E7ESZGY2XOCfpW34KmMPiiAZ4mVkI/DP9KyBL5qjJrY8KRq3iiywBlSx/IUqvwlU376PTE4bj8qssxAXk9R0qsrASfSrIwRjPvXks9hPQ6JJQY1XHQelSo/Ss61fcgJb2xV2NhSGi1nLin5qFclgBUwXigRl+INGg1/SZrGcAFuYn/uOOhrwC9trjTr2a0uYtksLbXX0NfSLA7eBXGeL/BcGvsL6LdHdouH2Y/eD3HrXTQqWfKznr0rxujxvfS5yK6C58HyxMEjvM5HO9KzZ/D9/ETtMbAdw1ehZnmcyKBxik+U9RUsmn3sYy8D49cVAwkT7yMD7ijUfMhxC4GKRlyM03zAOoNG9W7/AJ0hp3FC9s0qoMmmlSRxz9KQKQMUAPKkGgcnpTgcYPNOBI4zQAzFHSpOD1PNKFGelAEecmlp3l0BOe9ADacOlG1fU07YOxFACAU8LzQoxxkU8AcVSEx6VYQcjFQpgE1NGecDrTA7n4dBR4oUEciB8V6xkNXl3w2sml1eS6PS3iOT7txj8q9QAwawqblJC4paTNLUDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAoopCM0ALRRRQADrTT1p2cU2gApDS0ZoA5nFFFFACilHWgDNKBzQA4DpmnY9OtJ6VDe3sWn2E97McRQIXP4dqa3EzxjxjeG+8YahIjZWNhCv0Uf41iPA23JPNTidpnknlw0jsXb6k5pWnOQRGPrXUloQVUgY+5+tb3hBSviS2Ljna4/SsiKceYQV5NaehXccOuWkh3AeZt6eoxWNX4WVT0kj0gjPTirK4Kgk9BxVYkckdjjFPVuOteW9D2FojUtmMfB78itGJsgdax0DFFcntV2GchQtSWkbMBGAe9TP8AdqlbPlsZq45DDA60+gW1M/7aBJIm7JQ4Iqwsyvz361wt/qj2vjCaDOAyAMD+hrr9PYTIrA8HpSTaLnFWOZ1kfZbuQR4BLYH41y11KCzHaNwOMGuw8VK0F4G7NGCvue9cZO6sWPG4dOOfzr26ErwTPna65ajRDJKcjIxxyM1BIdxCtjoQeOhoJEO1sEdySciopHRsn0HJJrcyKU1vC7EYX24qhPZRFCVyuPetAg4LHuePSoL4H7KSu1i2FUe/pUStZlxbRDDpDHSluf3xLEsHAyqoPUepqr9mYzeWkwcn7vykZ9q3biCWJWg+WKIIkKsWIzjrgVAkQTeEHlpnDPJwWHt/9audam7MxbS5CthQ2z72D0pAkxUny8gd60EMabVQ7Y+eg5J9T70IXIIX7p7Z6VqoGUpdjM+c/wADUKXzgK2a1VDZGW54GM1q2ltC2SR/FgE0cgvaWOYBYj7rfXFOBAPJNegQWds5x9lRvXjpWhBpOnuctbRlcc5FLlD2qPMgwJ68Uv3uV/SvWF8O6W5G6zhYHHUUv/CH6FJndZDJ5+ViMUco/aJnk2MdRzTgD0xXqj+AtDONqTKe+JjUsPw/0XJ3JO495TQHMjypVYHmrNtE8jgICTXqTeENBs0LJZ7iOvmMWrFvbWIXPlwRokYGfkGAOKcROdjt/BenR6f4btyg/eTjzZCfU10NUdIUR6LZKBjEQFXq5pbmy2CjNFFSMX60UlFADqKbSg4oAWikzRmgBaKTNLQAUUUhNAC0U2lzQAtFJmlPFABRTe9KTmgBc0mTSUUAGaKDxSZoAU8U2lJzTScUAc5Sivm7/hJde/6Depf+Bcn+NL/wk2v/APQc1L/wLk/xp2A+kh1pw+8a+a/+Em1//oOal/4Fyf40f8JPr/8A0HNT/wDAuT/GiwH0sBmuV+IN0IPDf2fdg3Eyp9QMk/0rxP8A4SjxB/0HdT/8C5P8agutZ1S+Ci71K8uAhJUSzs+Ppk01uJ7HQLCpUsAcnr7UeQ23K549RXLi6uB0nl/77NO+33n/AD9z/wDfw1sqiI5WdE0YRgSBkVPaOv2iJ1HIcHH41yhurhjlriUn3c0Ld3KHK3EoOc8OaiUuZFRVmme97vnx6imI+0jNeInXdXPXVb7/AMCH/wAaT+3NXPXVb7/wIf8AxrjdBt7ncsSux9D22GVQeeKguJfs0wz0zXgQ8Ra2vTWNQGPS6f8AxpH1/WZPv6vft/vXLn+tL6u+5SxcV0PpOylDIH3cVsIQyfL+dfKyeI9cjGE1nUVHoLpx/WpB4r8RqMDxBqoHteSf40fV33G8XF9D2vxnYrJYvfrGouLVgwcdSufmz68Vd8LagZ7GM55HX2rwOTxHrksbRyazqLowwytdOQR6EZqODW9WtRi31S9hHpHcOv8AI1U6HMlYinilG6a3PorxXEZ9OWaMZMT5J6/KetedzqN+SBgELxXn7eJtfdCj65qTKeoN3IQf1rtbSaQ6XZNNIXZ4EJLck8A8muvCpxXKzixMlOXNFCnP3cYx0yaqyRk8DDe4NXGmifkscgEZI4NRbEC7oiPXA7V2HKUyAycZ47ZxThAZLm3c42RZmfPQBf8A69AiIYnHUduQPrSwusYkZiCJGEQDDIKry35nAqJ7WKitRl7cxrIqRqJHxvLuDwScmq8s4ZmZ/mJ6Fu30qa4KvL0AG3oOQap5zxuBAqFBIpzbHLKzAng8+lOXzHOSvOPwp0ahjywUipSvA3N+RrQTHW8WWP8AFk8jFbdt9/cQepyPf6VnQpsUMCCO2eK2bF4VbLvhjzwTTuQzUtg/BySGHIAxitm3QkgjqF6msiF1Dht2QeuDW3aElUOAvpipkJFuLY20ng5qdZAH7Y9cU1VDgE449O1PTYMjI+uKkCcNvYqRnB7Cp1BxgYHYE1GhCqCTnJyMCppGwpVRnNIaKssiSu0ec/exx1x6VyetSBT5acM3QivQI7CK905P+Wf3sY65z1/SuP1jybt4EaBYpF2kOoOG55BFKEtWga2O3t08u2hT+7Go/Spc0i42D6ClrmludS2DNKKSj8aQxScCgHIpPxpQaAFopM0ZoAWiiigAp3am0c+tAXHU2gHFFAXCiiigVwopM0g4oGOpCcUZNJQAueKTOKKQ0Ei5zRTefWigAzRRSZoA+OqKKKooKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr1e6tp7LRtFkyDHc6fA6nHAIjXIryivoHUorOT4UaQ7siyw2Fq0bE8hjGuQPqKcZWkilHmi0cEUR+AeCc5U/pUTxHdhQR2FKr4bOBgdxQrtgtzknk+g9a73ucQyRnit3IRgwHA9T2pjL5a7V3FIlCZPTPU/rSSz7rtAOEiG8+57frVeeUFQgBzje3+8awm9bGsVpcaxJJJ6+1MBZQeF/xppyRnJo4ByQTVomw/DZzuHuMdKkERABBJP8AKhQSOBnipQrAj5XHPpwaYrj0WRVBD5BPNaMCtuBAP3qpRpIzqoX8BWlbLMGVTGSuOTmglm1Ypl2JHI71u20rADGcYyM1gWkbqAeQNvet20jlYDPQDrUsSNiLcyc85HapVVthB5UDr61DEhCj5sHHrV2FGOcj8akdiSNflXIyQelTIDgnsTTY48AZOe44qcMCOMdfWpbGO06/W2nktph+6ZztfGMZHrXNatA66n5SHI3fL9Ca3bspJAytzuBBx+lZcW6bWLSErl1wznPQCiOl2G51S8KB6DFHU4FITnn8aUetcx07C0UUhOKBi0UmaB0oAWiiigAyaM0UUAKTR2pKXPFBIA+tLkU2igBSaSkJxRmgBaM4pM0D5s0AG72oGTSUUAKaSiigAopD0pBxQAGkyKCaSgD49oooqigooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACu/tpp5tKsUlmeRI4E2KW4UbRXAV6Bp/wDyDbP/AK4p/wCgitqMU3qRO70QKmf4Sw7gUy6mWCLe2Qo9+lSO7KpwSKrhFYgkAnzUHPPet5SaVzGMUylOXFv5rxt8zbm4744H4CqiTlhuzzWh4mARtO28bwxbHfmslTy31rmi76m0lbQsb/4cnHvShyenX1zUK8t+FSDjp71sSSLM4QLkZ61ZjvXVT0wOMelQsALZWA59acGbyzz1Ipohl+C+f5QVGQPzrXS9bEZ2qcrzk8j3rDiUdcc1Zg5YZ9P61QraHVWd2WHCjPp1robWZmVQwwMc4OK5Cz+8orpbDl4v9oHPvQ1cg20ujsB2cEdCauwudh5I4rOjRQ0gwMKBj2rSi/1A+prN7jJlk4Bxz05NOjQSSEAbcdfrSADI47Go9Ldnt5HYktk8n60gRJOAi5YggD9aoaIm7WZXY5YIeRVu+/1bVF4dUebcNjnHX8aHsVH4joKKB0FFcqOphRRRQSwooooBBQODRRQIcelNBpx+7TR0oAXNLTad2oAKbTqbQAUUUUAFGcdKKKACk3Uvam0AGaKKKADOKTNIetFAATikJzQ3WkoA/9k=", "path": "003749.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003750
Men Tshirts
{ "bytes": 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", "path": "003750.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003751
Men Tshirts
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", "path": "003751.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003752
Men Tshirts
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", "path": "003752.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003753
Men Tshirts
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", "path": "003753.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003754
Men Tshirts
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", "path": "003754.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003755
Men Tshirts
{ "bytes": 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"path": "003755.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003756
Men Tshirts
{ "bytes": 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1Y8n9TXkrNteJsZ/eLn869tVQqgAYAGBXXh1pc4MW9Uh1LRRXScYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUjfdP0paRvun6UAfANFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfT/AIQUHwjoueP9Bg/9FrXzBX1B4SUDwbo3J/48ID/5DWufEbI68Juy7fXJgZU7OcBqZaz+bgZ+tVruWGeErLGSp7DjHuD61W01LmLbIzq0UzlYznLDH97jFcvKejokbEsZWJ1xk1ywA+3ToD82Aa62V9yA461xiknW7n2xiunDfGcGM+AvoeMt19anhlUud3PvTFAJx7VDGhWYgHg16KPKZfZFLjB/WoZSyggAEY5xTJSVCnP5VDkgYDHJPXNUTYiulM9uQEwx9etckJ980sT8CNtvNdcPMXq+c+1cz4k05GxeRHY7D58cZH+NWpE2IwWXhTx3qcLuUMR61z6R3ESh4bg7T/C/NPi16VXERiXOByDTUhOJZv5Y4CWm6K4YkdgKablbpDKsgbKqeDxnv/MVlajfNeyOjIFTOGwck0zStJXz5JUlZAuCAvGc+tQ37xol7ppPPCsgSQlnb+EDn6/StWw09JVErgqDzmqKWCQyhixYk+lbMKtAAUbhuq44rRK5nJ2LiWeMjGR2NX4LfbznPsabZEFQTkk+tX8DgjikxIgkVSoBAHofx6VXeLfnoQeKlcs0pAIwPWoDuTHIPJqGWia2tYzdKNuSPmOfStyGNlO89KztJTc5kY5J4rZuSsEJOMgDGK8rEScptdj3cJBRpple5l+T2qSHJhVugrFW9a9uJUxtRDnGeoB24/TNbMMmUAxxisXGx0XuLKoIJ71n3OQvXrV1nOfb0qtNjfyM4GakZSiG+5txyR5q5/Ovb1+7Xi1iFk1axBHDzLn869oB4rrobHnYp3kOopM0Zrc5RaKTNGaAFopM0ZoAWikzRmgBaKTNGaAFopM0ZoAWikzRmgBaRvun6UZpGPyn6UAf/9k=", "path": "003756.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003757
Men Tshirts
{ "bytes": 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", "path": "003757.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003758
Men Tshirts
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", "path": "003758.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003759
Men Tshirts
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", "path": "003759.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003760
Men Tshirts
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", "path": "003760.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003761
Men Tshirts
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", "path": "003761.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003762
Men Tshirts
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", "path": "003762.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003763
Men Tshirts
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", "path": "003763.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003764
Men Tshirts
{ "bytes": 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", "path": "003764.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003765
Men Tshirts
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", "path": "003765.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003766
Men Tshirts
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", "path": "003766.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003767
Men Tshirts
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", "path": "003767.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003768
Men Tshirts
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", "path": "003768.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003769
Men Tshirts
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", "path": "003769.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003770
Men Tshirts
{ "bytes": 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", "path": "003770.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003771
Men Tshirts
{ "bytes": 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", "path": "003771.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003772
Men Tshirts
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", "path": "003772.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003773
Men Tshirts
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"path": "003773.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003774
Men Tshirts
{ "bytes": 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UUUAFFFFABRRRQAUUUUAJ2qG4uI7ePdIwA/mam7VyfiO+8vLFjsjIAHvkCh7GtCl7SdiaRg7s3qc1xvifwdb6kwvLZjbXinIlTv8AWuxxzQyAqQelcb1Z6Gx4pfQeJtNYLNEbmMH78RySB04qjF4i1O3kkL211nJO3YcZr2qWziP8NVH06IchR+VFwPGJrnXNYukaKyuM5yoCEAE9+a6vRfBV3cMsmt3BZFwRboTjPue/0rultxGcgVKic5pOQco6ONI41RAAFGABWenjybSvE8mkSoklsiIVXGGGRk4PetQ8LXlnjPfZeN7a7z8lwqoeehHFOEmmXGnCo7SR9BWV7Bf2yT277kb8x9as9q4HwffG3kSFidkg2kHsexrvuK607o82vS9lPl6C0UUUzEKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoopjusaF3YKqjJJOABQA+o5JEijZ5GVUUZLMcAD61574n+L2iaLvg07/iZXa8fu2xGp927/AIV4t4m8c654plP2+7YQZyttEdsa/h3/ABzQB7l4h+LPhzRBJHbytqNynGy3PyA+79PyzXkniX4teI9d3w2840+1ORstiQxHu3X+VcEzFgAegptNICbzmdmZmLMTkknJJ96VpTtwKrofmqSgAB5969o+H/jyG+tYtM1GdY72MBUdzgTDtz614sRjmqkt6N22H5j6+lTKNzSFRxPrtbhccg0jyIejV82ad458Sadp62kGqzCIcguAxHsCQSB7V3/gLxndajZXFtqVw09zFJuWRzyyN/gf51lKFkdNOpzOx6a678inJGFXpWfa3plZdpyDVjU7n7Nag4yzcAVkbW6GP4j1lNOspXTBkCkjPQD1r5wvZnubqaeVi0kjl2Y9yTXovjzxPbIkumRzCS7fiVgciNf7v1/lXmjkueOlb0lpdnNXkm+VDFJqRSQKVI+OaUgKDWpzD7W8ntbhJ7eZ4pkOVkjYqwPsRXqfhf426vp2y31yIajbjjzR8soH16N+PPvXkSdKnB4oA+sNE+I/hnX9q2+oLDK3SK5Hln8M8H866wEEZHSvidGZDlSRXXeHfiDr/h8qtpfyeSv/ACwl+eM/gen4YpCPquivLfD3xo0q+KQazA1jMePNT54j/UfrXpVrdW97bJcW0yTQyDKSRtkEfWgCxRRRQAUUUUAFFFFABRRUckqRLukcKPUmgB/amlgoySAB3NZdzrKrkQJuP95ulZktzLctmSQn26D8qaVzop4WctXojauNQiCMkR3MeMjoK5bWYg9uSRkBlJ/AitJeFxUdzCJ4GjPcEU3HQ7KNNUnoPSnt0qnp9wLizR/41yjj0YcGreciuJ6AyuwOahkJFWXGOaifBqWUimcselSouB0pxXmngcVNhsrzcLXlfxDPna9pkKcuXHH/AAIV6hf3CW0DSOflArzPT4m8R+O2vGGYLP5+nfoo/Pn8KuK1NKS1ud/ZI0fzDg7siu+tryKSNAXUOQMqTzmuLjXaopl85khYnquCOemK7EtBV8P7VI9CpTjFcBYeI7+yKh2FxEOzn5gPY11djrtnfKAJPLkP8DnH60zzKuGnT31Rq0UUUjAKKKKACiiigAooooAKKKKACiiigAooooAKKKzdb1SDRNHu9RuGASCMtgn7x7D8TgUAM1zX9M8PWJu9SuVhjH3R1Zz6KO5rwHxz8S9Q8Tu1paFrXTAeIgfmk93P9Olcz4g8Raj4h1B7zULhpZGPA/hQeijsKxycjrQAjMTTCaWkIqrAJSUtJQAwfKwNL5pHRTS0YoArTpNPwWwvoKZDB5XAHPrVvGKMUAXNLWyaUm92sgIyrSbPl7nPr/nBqTSNRGnauJ7dmMBZkBbqyE8E/pWawpVOPwqZK6Ki+V3PoLwhdi8QNnp2qP4peJIdA0JY42Bv5wVgXP3B3c/Tt71jfDW8g/syW6ll2RwIWlY/wgDk/pXkvjLxNN4o8RXF85IjJ2xJ2RB0H9fqawhG7O2rPlV0YM8rSyFiSSTyTyadEJgBtbApI49xyRVpVwK3OEN84HVaQvIwwwH4VJjik/CmA1RgVItNpwoAeKeppgpwoAlVipBBxXU+FvHGseF5wbG5JgJy9vJ8yN+HY+4rlKOaAPqjwZ470/xfbssYFvex/ft2bJI/vL6j+VddXxvpupXWmXkV1aTPDNE25XQ4INfSfw/8bxeLNM2TFU1CBR5qjgOP7w/rSEdrRRTHdY1LOwUDuaAHfWoZrqGBcyOB7d6zbrVGfKQcL03HqfpWack5JJNUonVTwrlrLQ0Z9WkYYiXaPU8ms2WR5X3SMWPuadTSOatRsdlOnGGyGYpyjmjFOUUzV7Eo5WkzkUsfcUjLg0EdTn1uf7O8RzWzcRXaiZP97o39K3UkBHUVnavpK6ikbodlzCcxP/MfQ0yynkKmOZdsi8MK4asGpXKaTRpSSD1qEkHnNV5nx3qJZieKxYlEuDGajuLhIEJJFLGC4PoK5/V5pHmaJAaRSjdmF4k1eW6U28O5t3ygKOT7Ct/w3oS6NpYRwPtMvzzH37D8BTtI8PiCRby6X96OY0P8PufetlziuujTt7zN426ER4qpcMWhkqy7YUn0FVHBMOMHkitzQgSPIqRYsd6ljT2qUJQS1ctWer3lmQFk3xj+B+R+HpXQ2XiG1uPllzA/+0cg/jXLbPajYPSlY5amEpz12O/DBgCpBB6EU49K4m1vbqzP7mQhf7p5H5V0en6vFdgJJiOb+6TwfpSsebVws6eu6NSiiikc4UUUUAFFFFABRRRQAUUUUAFeIfGXxQZr2PQreT91b/PPg/ecjgfgP1NewatqCaTpN3fy/ct4mkx64HA/E18n6vfy6hqM91O+6WZy7k+pOaAM4jNMPpS5600nmqAWkNGaTNAAabilJooASilpDQAh6UUUUANYVHuwalbpVeXsR+VAGtb+IbjTNA1GwhOBe7VZs9FByR+PFc7Em9txFPmZpHVOgqdIwoAFTaw3JvcVV4qQ9KUDFFMQ2inYoxQMbRTsUAUAKKeOlMFSDpQAJ0p/aoojwR6GnselADlNdF4S8Qz+Htdtr+InMTfOgP31PVfxFc6vSno2GBFAH2JFqdvPYQXsTb4p0DxkdwRmsu4uJLhssflHRR0FcL8MdYa/8OmzkYs1o2Fyf4G5H65rtBxVRR24enFR5uoYoxS0uKtHVcZikxTsUYpjuNxQWWNCzcAU/FBUEYIyKQXKyalZA/8AHzGPrUc2tWMeAJDIxOAI1JqdraE9Y1/Ko2s4OyAH6UtehSVPd3MFtfu72/a0W0e2iA++3LMP6VswywKn2eNhlV+761K1tGWD7Ru6E+tZ8VoIrxWbOMnFTys2/dyVoq1ihPqAM5QnocVbtf3jjBrG8TQmz1CK5U4Sfg46bh/iKvaLMHCnPWuCUeWVmQ1pc6mGBViyfSsm5hVZS0eA/ZsZINXLi5wgRTz3qgx4JNdNOmkrsdGm73ZmS6/PYy+XOvnjP8IwwHr6VpxXEd1Cs0TbkboazprKO5kLOvPrUtpZGyLCFso3VT61pFs65QhbTRltl3cU2SMBYx61IpzjdGwp5XfKG5wFwM+tUZNkSpUqpTwmKcq0CbGbOKNgqUAUuKCeYh2CjZUuKNtMW5esdYktQsc+ZI843Hqv+NdGkiyIHQhlIyCO9cY68VoaLdyRXa25Y+UwOFPQGpaPPxOGVueB09FFFSecFFFFABRRRQAUUUUAcD8W9Qaz8GGFWwbmdYz9Blj/ACFfN0zZkzmvdvjjIV0zSkzwZZCfyH+NeCS/fNNAJn5jQetRs3OaTd8wpgS0mRTJH2gAdTTlAAoAdS4oxRQA2kNONNNACUUUmaAEJqu5xkmpzVaXkY9TQAiKXIJ7dKmAp4ACgUmKADFGKWikAmKMUtFAxKUUlKKACnKeaSkzigAQ4mYHuMins3z/AEqPOLhT7U0PlWPq2KALIPyClFRkk4X0qQdKAPR/hPfNF4he2J+WeFh+I5H9a9mzXz/8P7gweMNOIOA0m0/iCK9+LYUn0q47HdhXeLQ5TnpTsVFbnKk1NVHS1qJilxRRQITFB4paa3WgBetNIp1NNAxtQFcE5/vGp+9RSfx+vBoLiZuu2H9o6PPEozIBvj9mFYXhfc8bSHOI8fnXV2778qe1UYbOCxV44FwGdnPuSaznTUpqRtHZxHn1PWmMM9KUZdqmWPNVua3sQrHU4iqRYqlCUkjOVQiCYpdlS7aMGmRzEW2gDFSYppFFguAFIeKeKjmyBmgLjgOKKEIKg0o5NADGGRUKyNFKHQ4ZTkGpnO0Zqr1JPrSZSV0drZXK3Vqkg6nqPQ1Yrn/D0xDyQk8EbgK6CoPCrQ5JuItFFFBmFFFFABRRRQB5J8dB/wAS/SD/ALco/Ra8Gk+8a9++OC50XTG9Jn/9BFeBSfepoCBulROSoB9KmYVXkHNMB6tvnB7basKapRtgHPXOKtjigCXPFJSA0tACGmHrTzSEUAMPSkp1NNACHpUW0ZHtUtJigA7UopKcKACiiikAlJSmkoGFFFBoADUTNinM1QTNhDQAskmGX6Gnxcso/hQc/WqztnafarMY+QL3PJoAnTJ5NSDpUY4AAp4NAG/4TlMPiXT5PS4T/wBCFfRRfdbu1fM2lSmG/hkBwUcN+Rr6QhmD2zgdCNwPsauJ34PW69Czan9zmpg3NVrU/uKsquOtUdc1qx9FFFBmFFFFABSGlooGMPSoSR5uD3WpyOKrTcOv0P8ASgqJAcwyMe1QfNI1S3koG0YJJOOKktV3LnFK/Q6E7K46ODaB696mEdOC0+mYubY3bijFLRQTcbiginUlIBhFIacaQ0FoYTimO2VIqRsVEwGKCkRo+OKmRuar45pYm/egUFyVx1y3AUd6iWiY7pT7cUq0mNKyL2kPs1OL/ayP0rrfWuMsmK30BH98fzrsxUM8jHK1RMWiiikcYUUUUAFFFFAHk3xwkxpulRA9ZJGI/AV4PJ96vZvjjcEX+mQg9IXbH1bH9K8Yc5amgImqvJ1qw1QSUwKrt1q1C5dRnriqEzYq1ZnK7j6UAW1PNPBqLOKUMKAJKQ0mRRQAhpp5pxptACUlFFABTgabSigBaKSikAGm5pSaaTQMCaQtSE00mgBrNUMmSpFSHrTHGRQBCDlh7VehzjNZ0Z/ec9q0oz8ooAmHApabmloAs2rgSDnFfROh3H2rRLG4GPnt0z9QMf0r5wiOHBr3X4fXv2vwlEpILQSNH+HUfzqonZgpWqW7nVxS+QjsRnngVdQuQCx5Pase7Ym3baMlfmArUgcPEj/3gDVXPRqR6ljNFR5pwNMxsOooooEFGaKQ0AB6VQm3PcKo7Ak/nV6qpTF0T/sf1oNIMhSMyz7h9Pwq8kSquAMUkEYRc9zUpIoCU7sbijFIDzTs0EDcUYp1IaBjcUlOpDQAw0nWlNNNBaGsKryHBqVjVeQ5NI1iVLq8a1dGcAwsQrHupPQ/SrIJEy/Q1n6yAdIuR1JTAHvmrNk5e2id/vBeaVza143Jj196eBTEGWLVLQyGS2gzeQf9dF/nXaDpXG2P/H/B/wBdBXZDpUyPIx3xoWiiipOIKKKKACiiigD50+L1+9342uI+qW0aQr7cZP6mvNnPzV2XxEllbxtq/mqVb7Q2ARjjoD+QrjXIpoBhNV5jgVMx4qpOeKYFGU5atG2XbCo9qzX5cD1NayLtUCkA4mkFLRimAop1NFOoAQ00049KSgBtFLRQAlFLRQAlIaWkNIBpppJpxpKBjTTD1p7VGetABTSKeOlNNAFU8SE1diORVKbhwatQNxQBcBopoPFLnPSgBynFeq/CS5Yvf2pc7CiyBfcHGf1rykV33wtllHigIgYoYXD46Aev54prc1oO1SLPWpgYXO7/AFTHr/dq1Y3XmK0TDBj/AFFMlPByMg9azYVaG+iHmkQlsA4yQf7p9j2ob1PeceaOp0WaUGo1YMMjpTwcVSOdolBpaiDU8NTRm0OopM0hNMQ6oWGZie+0fzqTNRkAvnv/ADoGh4zig59DSZFGaACiiigBaDSZoJoAKDSZppagaBqiY0rPUTNSbNIoR24qBmAGTTmaqeoosmm3KPu2NGwOzrjHak2bpGddzPdakIFZTAmGGO5I71rRYCrGK43R7gCFXiyVxyx711tkSVBJyT1qTeaS0RdxwBS0Cg1Rg2TWRxewn0kH867MdBXDIxVgwOCOa7WBxJCjgggqDkVMjycctUyWiiipOEKKKKACiiigDivFehaXrV28d/ZxzHYoD4w6/RhzXlGvfCW+jLzaJOtzH18iU7XHsD0P6V7Jq7f8TOQf7K/yqGI81zSm1LQ7o04ygrny9qOlahpUxi1CyntnHaVCP16VlTHI4xX1zdJFPAUmjSRP7rqGH5GvM/F3hzQljeZNMtkk5OUTb/Kr9sZ/V77M8GRd06j3rWxWzHokLaXq17HGALdUCn0ywrHFbRdzncbCEUlONNqhWFFOpBSigQhNJS96Q9aAG0CigUALRSUUAFITQTTM5pAKTSUUlAxGqNutSGo260AAPFIaKUigB8Wl3N9bXlxAhZLOETS4GcJuC5/MioITivafgloS6lpHiiSRARPbCzUn/aDEj/0Guf8ADnhPRry5eK9tWMiMVO2Qr39qmUlFalwg5uyPP1birllYXupSiKytZbhz2jQtXven+APCtqFkTSIZGHIMzM+PzNdCltb20Qjt4Y4YxwFjQKP0rJ1uxusN3Z4lpvwy1efD6i8dlGedud7n8BwK9J8K6LY6ErW9nFgsvzyMcs59z/Ste5+6frVayOLwfQ/yqY1JOSOmlSjDVF+duDVG0WSTWISjfIoYyD+X61amIpujQB7ma7znjyxj8z/Suo9OT5YM2QMUUtISB1pnIJmnA1HS07isTA0hNMDU7rTJaDNAxTc804UwsFFJSigLBS0UlACE0m6lNMJxQFhxNMJo3Uwmk2WkI3So2JNKzUwmoNYojbrUcg3IQeQakYDNIRxQaJnAwQHTro6d/wA8mLA+qk/L+n8q7LT3BjXntWN4igEctvdjg7vLY+x5H6ir2lyfuh60GstUbg6UppqNkCnHpTMGR5rq9FnWbT0UdY/lIrlSM1teHXUSTRk8kAj8KTOTGU70r9joqKKKk8cKKKKACiiigDldWbOqS+2B+lRRHFR6jL5mpzn/AGyPy4oRsCuKb95npwVoIdPJhDXn3jC5/wBGde+DXcXUgVDXmfiyfzNyDNC3K2RN4Q0QX/gXxE7xls2srD6quRXlB5wa+m/Aui+V4AkgYEG7icc+hUj+tfM0ieWxQ9VOK7IbHnTfvERpKD1pKskfRQKQmgQtFJmjNADSRSZzSkZpMUAFFFFACGm06kIpCEpKWjFAxpqNqkIqNqABacOtNWpVGaAPpv4K6Z9g+HkE7LhryeSfPtnaP/Qa4/WrQ6H4/vYkXEcsnmpj0bmvXPCdiNM8JaRZgY8q0jBHvtBP6k1xnxQ07y7vT9WReeYXI/Mf1rOorxNaErTLenz+ZCM9RVtjxWDo10HhXFbLPkVyneUrsnaaqWLf6cq9zn+VWrkkrisy2l8rUoy2euP0px3LRq3LCNSxGavaSoGnRMABvyx/E1zGp6zFGpQRSM3pnFdPoz+Zo9o+3buiBx6V2QmpPQ66srxSLpFJsFOoxWljAYcUgGalCj2owAKVhXGAYpSfSg0gFUA4Cndqb1pTQSJ3paTvS0AFFFJmgBD1pp6UpNITQNDDTGqQ800jNBomRYppFSlaYwqbFpkJpDSmm0izF8SRF9IkI4KMrZ+hqtoz525btV/XhnSLgf7I/mKxdIYhlFJuxvFXidhGeBUhNV4CSozU/Hc0+ZdTGVkwrV8PFGvZQGG5U6fjWHM5CkA4rR8LkjU3HrGR+orF1k5cqOPFTvTaR2NFFFaHjBRRRQAlNkYIjOegBNOrM1248jS5QPvSfIPx6/pSbshxV2kctG3nSvKc8sTT3lC8UluuyL5vSsi/vfKlxnjNcXmerboWb6fbEzE9BXm1/J9r1dIjypccDvXe3oaS0JGeRmuH0aA3XjS2gIyPNUH86qC1FN2iz6A0u2FppVrb4A2RKCPfHNfI2vwfZde1GDGPLupU/JyK+xRwK+UPiDALfx3riYwPtbsPocH+tdqPL6nKN1pKVutJTGO7UhozxSUCFopKQk0DFzSZptFAh3aikHSimAUhNITSE0gFopM0UgA1E3WpDUZ6mgBUrQ0y1N3qNrbgczSpGPxIH9aoJXX/AA9tPtfjnQoiu5TdqxHqF5P8qAPrKNBHGqDooArC8Zad/aXhe9iC5kRPNT2K8/yzXQVG6LJGyMMqwII9jSBOzueKeH7raNhOcHpXVCYMuQa4hVfTNfubY/wSMv4A4roIrlsqB3rjasz1VqrmqybxnvWPd/urpZOhVga24uUBrP1WEMhYdaktdjntTTE7D/aPWu50QY0e2Xuq4rjpIWuJ7fjlsA/UcH+lejSWSWNnaxqMHy8tx3rfDr3mOdVXiu5HRRSGuwYcU3BNOpRQA0A04DFOGKDQK42g0tJQISloooAKSlpKBjSKaRTjSGgaG4pKdSGgY1qiapWqFqTNIkRptPamUrFlDVYWn0+eNOWKHFcNptzcQ3ZjMrAA8Zr1LSolm1OOJxlWRwR+Feb6pYNp+vTwtniQj8jXPXutUSqvvuHkddYTM6ctn61pJ06Vh6XIAij1FbqY2iuWTbMpsimGRmrvhtturhf7yNVWb7h9ak8PSbddhB7hl/SnT+JHPV/hs7uiiiu48sKKKKACuX8UXA82CEH7oLn8eBXT9q4LXJ/O1m4x0QhB+ArOq7RN8NG8x+7dAcelc1qcZmn2ZxnvW4j/ALnHtWTqAG/d3rlR6DF1G+Wy0mHADTypwD2965bwGDP46t3Y5bzQSat310084Z8fKuwfSmfD6H/it4toyA+f0NaQ3MavwnvVfMHxai8r4iarxgMY2/ONa+n6+a/jKuPiBdH1iiP/AI4K60ecjzdjzSChutJmmMf2pKM0UDCkNGaQmgQUU3NLmgBaM0maTNAC8U1qWmk0AGaTNJmkzSAUmkOKSimA5OtepfBjTxc+ObWcjK2sMsv4kBR/6Ea8tTrXuHwGRDqmpOf9YtsoH0Lc/wAhSH0PdKKKKRJ4j4rQReObzHGZAcfUA1qWsasm4jms/wAWOsvjG5lH3WYYP0GP6VoWLb0HriuSe56lJvkRqW5O3HaoL9l8o+tWEG0YqlfjMZqDSO4zw3ELvWIIGGcSbx9B1rvda6wf8C/pXm2g3JtdftZScASAH8TivSNZ5eIexrpw+xzzX7+Jm0UUldR1i4pQKSjNAWFooooEFFFFAhKKKKACiikzQAGmHpTiaaaBoSkNLSGgoYc1G1Sk1C5oNIkTGmU480hqSy9oQzrMXsrfyrn/AIhWAi1VbhRjzVDZ9+hro/D651bPpGah+IlqZNIhuFGTE+Dj0I/+tWVZXicE5WxS9Dj9Jk3KoJrpIyNo57Vx2kSDjmulhuFwFJriOia1L7DIqGwlFtrlrIeF8wA/jxUqMGFVbwFGVxxggg+4oWjMpRumj0mioreUT20Uqnh0DD8RUtd55AUUUUANYhVLHoBk15jLI017M56s5PHua9G1CTytOuZP7sTH9K84t1+bcRWFd6JHZhFq2W1G1AKzNRHyk+lahHAqjeKCCGGRWCOxnIXZxvNa3wwgL+LPMxwqM5/LH9ax9Vby1cL1rrPhJCrXt7MRysYAP1Na09zmrv3T1ivnD41KF8dufW2iJ/Ij+lfR9fOPxsIPjpsHpbRZ/wDHq6kcCPMWptOamimMdRSUUAFJilpaAI8UYpxpKAEpaKKAENMNPppoAbRSnrSUgCkPSlpD0oAFr3D4CDOp6mfS2Uf+PV4cvWvaPgLPt8QahCT/AKy1yPwYf40D6HvtQXkwt7OWY/wKTU9ZPiGYRaWy95GCj+f9KmTsrhBXkkeVeIIsarC4HLICfzNaWmDCLUWuRlpLdwP4SCfxqzp4+Va5Gepa2hpjpWdef6sj2rSHSqV7HmNmHUDpUjic+5MU4dTgg5Br026nFylvKOjQq35815bNIS5V0II6e9d/ps/n6TZNnpAqn8M1vhviaFKN5plvFIaU9Kaa6zQWikpRQMWikpRTEFFFFAhKKKQ0ALSUUhoGIaaaUmmk0DQZpCaTNITQVYaxqFzzUjmoGoZrFaCUhpaQ0hmt4bH/ABMpP+uR/mKteNFB8MXJ9CpH51V8N/8AISl/65f1FW/Gpx4UvT6Bf/QhWczyq/8AvK+R5HpUu2UgjgGt0MVYMDXMWMm2dlPeujtz5iIB6Yrzj0pLU37U7oxmn3SAwnNR2vEQpLqQ+WR7UzFo6vwvP5ujpGTkxMU/DqP51t1x3gycia6gJ6gOPw4rsa7YO8UeVWjyzaCiiirMjO1xtmi3Z/6ZmvPLUguxz+Feha8AdDu89PLNee2xGcA5Fc1fdHfhPhZoJ82Ko33GavxDAzWdfnKMfasToZxGsScNzXefCBP9Hv5P90fqa871twFbnvXpnwhhZdCu5j0eUAfgD/jW9Lc5sR8J6PXzV8ZmB+IF2PSOIf8Ajgr6Vr5j+MEof4h6iB/CIx/5DWulHCjz5utJQeTRimMWkpaTFFwClzSYpKACiikzQAtFJmk3UAFNJoJpKQBRRRQAZpuaCaSgBV616n8FrsW/jeGMkATRSR9fbP8A7LXlYODXXeArxrLxTptwpOVuY/1YD+tAH1ya5jxbNiO3hB5JLGunrjfFkv8AxMokJ4WP+ZrKo7RZrh1eojmdWG6GE+jH+VS2A+VaS+G+zyB91h19KWx4Va5uiPQe7NFjgVQu5SsRYfSrk7YTNZ8zYjIIyD3pMaMK7fLAdxXa6Ac6LbfQj9a4e7A8zIrtvD//ACBrf6H+dbYb42W90avammnU012jCiiikMWlptKKCRaSiimIKQ0uaQmgAPSm0uaSgBppppSeaaTQWgpppc0wmhloY1Qt1qVqibrSNBuaDRSZoA1/Dmf7Tf3iP8xV/wAXrv8ACt8PRAf1FZvh4/8AE0A/vRsK1fFgz4X1D/rl/UVnI8rE6YhfI8Ptlzc4966vTl+UfSubgT/Tm+tdVp64SvOPSma0fCCo5gCuKkTlajlBI4pmRY8MyLDrqKT99WUfXr/Su/rzXSC0Wv2hPeUD869K7V1UX7p5mKXvhRRRWxzmdrgzol4P+mRrzyzTLZHFejawM6ReD/pk38q81smk83HG0VzV90d2E2Zr5xEaw9Vk227c1rTN+7AB+tc9rkhW3wPSsUddjg9VlMlyF7Zr3n4eWBsPB1kGXDTZlP4nj9K8Q03Tm1fxFb2S8tLIF+nNfSkEKQW8cMYwkahFHoAMV1U0cGIlrYmPSvlL4lXAufHmsOG3BblkB+gA/pX1YTgEntXx14huDda1eXB/5azu/wCbE1qcpj96XNIelJTGOooooAD0puKdR2oAZQaDRQAlNNLSGgBKKWigBKKWkFABikIpaKAG45rU0a5NrexSDqjBh+FZnerFocTCgD7VtLhbqzguFOVljVwfYjNcb4pf/idEeka1Z+GOqf2r4C09mbdJbg27k+qnj9MVT8UgjXGPrGtY1vhN8N/EM9l8+3dMdR39ap2smDt/KtOAYTIBFZ00flXRAGBnI+hrmWx3yWty+5DRfhVJwGjIOatLzFVSf5VOKGOJzd2CJyAa7zQVK6LbA9dp/nXC3TZuM13ujDGj2n/XP+tbYb4mW90aPakNFFdtxCUUtFIYlLRSigBKKWkNMQmaQ0neg0BYKQ4ooNAWGmmGnmmNQWhKaadTTQ9i0RtUTVI/SojUliU3FOopgaGhtt1eH3DD9K2PFP8AyLWoe0Wf1rD0ptuq2x9Xx+hrf8SLu8NagP8Apg1ZyPMxeleL9Dxu2T/S2+tdPYJxXPWq/wCkH6109pwg+lecd8i6vWoZ2w2BUin5qgn+/wBaDMWwbfrVkO4mWvSK8z0olvEVoP8ApqK9MrrobHnYv4kLRRRWxylPU1L6XdKOpib+Veb2Ee75sivTrobrWZfVCP0rzCyR42csPlPINc9foduE6l64wsYAIzXI69LtVgTmuodshmP4VxmvSFpWGeMVgjtZtfCvS/tHiKW+kXIt4sg/7TcD9M17NXD/AAxsRb+Hpbkj5p5f0UY/nmu3rthseTVd5shu5BDZzyt0SNmP4CvjO+cNdPjpuJr6z8bXraf4J1i5UgMtq4GfUjH9a+RZmy5qzMjPSkpeooxQMWikzRmgBaKTNGaAEpDS0UwGUhpxFJSASilo60AJRRRmgApDS0hoAQ9akgbEgNRGhWwaAPor4FXok0fVbPccxzpKB7MuP5rXReLuNXQ+sQ/ma88+BGoKuvXlozYM1rlR6lWH9Ca9E8Yqf7UgP/TL+tZVvhN8N/EMyAO2ATxRexY2P+BqzAwES9OlR3R3xMM9sj8K447noy2K8LkxkDqKr3nGT6inW0gDlTwMZqO+GckHjFUwic7dcTk9PavQ9JG3SbQf9MhXnVwwkcEdR1r0jTht062H/TJf5VvhfiZT3LVLSUZrrYC0UmaWgAoooNACUUUUANNIaU0lMQlITS4pDQNCGmGnGkIoKExxTG4p+eKY3NJstEL1Ealeou9IsKKMUYpjJbVtl7bN6Sr/ADrr9Wi8/SLuIDJaFwB74rkLWMyXkCgZzIv867ogFSD0IqGeVjnacWeKQLsuD+db9vxGKzry0NnqcsBGCjlfwB4rQg/1YrzmrM7k7xuWVbmoLhsEk44qVR81V70YTIbr2xSJJvDhMniO2J/vE/oa9Krzvwim7X0bH3Y3P9K9Ersor3TzMU/3gtFFFanONYZUj1FeVW5cM6MTwxGPxr1Y9K8t2EXc4IwRI2R+JrCvsjrwm7CZtsbD2ri9TbzLorya6y4kYROe1czBbtfa3BAvJklVR+JrCO52zdke1eGrT7F4dsIMYIhUn6nn+ta1IiBECqMKBgCnV3HkN3dzhfi3epZ/D69jY/NcskKj15yf0Br5clPzmvdPj3dskGk24Y7T5j49+B/jXhLcmmALTqZS5oAKKSl5oAKKbRQAuaQtS0YoAZuOaMmnEU2gAopKKADNFFFAC0hpaCM0AMNN704im96APQ/hBdGH4haXGHK+YXXjuNjcfpXuPjRW+1WrDoUYfrXz18N5fJ+IeguT1u1X88j+tfRPjclPsUmflBYH9Kzq/CzbD/xEZUAyg+lRXTbAre+KsW5XgnkYrP1Zjxg1wo9VK+hTVtsjDHTilMjFGJwaad7Ozr3Gee9LLkQe9WyY7HOXTkTsFwCTgV6fZLiyg/65r/IV5jcIDMzdweK9Rs+bKD/rmv8AKujDbsb3JKKdRXUwuNFLRRSAKQ0tIaEAUUUhpgJSUtJQAU00pphoBBSGlpDQWNNNNP6Uw+tJjRE4qPFSmkoNCPFJT26Uw8UAW9MZU1K3LdN2PxrtRXn27YysOoINd/E2+NW9QDUs8vHx95M4HxZZ+VrfmgALKgb8RwaoQf6sV0/i633R20+M7WZD+PP9K5mIYGK4qytI6MPLmpInWqt8flxVrB2n6VQuGLR5JrI0NvwUm7VJn/uw/wAyK7uuM8CoGa9l7jYn8zXaV20vhPLxDvUYUUUVoYCHpXlzuftlwx5zI5/8eNeoO2EJ9BmvMo133UzYGC7fzrCvsjswm7Mu/wB6xyN0B7elQ+CLc3Xi61ZhwhaQ/gK0dVhJtpCBkEZPtVj4b2+3XLlyMhYDg/VhWdP4jpru0GeoUUUV1nlHh3x+/wBfpH/XOT+YrxA9a9h+PGpxTa5Y2CHL20BaT2LnIH5D9a8dpgFLSUUDFzQTRim0ALRkUlFAC5FG4Ck4o4oARnpu6hsZ6UmKADNKKMUdKYC0UUUgFopKKAEJph608io24oA2fDd59g8QadeZA8m4jfJ7YYV9QeOQJLGycEFTIefqK+TbeQqcAZzX04102r/DbQb0nc7Rx7m9SFwf5VFT4WaUf4iG27L5agEHjtVDUpN5PHSrNt8tuzd8VTuyDEzHrXAevHcZZsJYoyDnIx/T+lF0QqMoGTnHFRWA3WsYyRwckfU1anj8qPGME1ZKWrOXkU7myAQD0Neo6ec2FufWJT+grzRlPnsDXoejSiTSbUg5xGFP1HFdOHeopbl8jikp+MimkV1AmNpaKKQxKDQRSUgFppNOph5pjEzRS4pcUARmkpxpDQNDaDRRQMaaYakNRmhlIjNGKfigjikVzET9qjapSpqN+lOwrkZGa7+AFbeMHghQD+VcRYRia+hjJwGcZ9xXdjpUM83HSu0jK8QQCXR5PVCHH5//AF64leJMV6FqKeZp1ynrG38q8+A/eLXLXRWDfutEy9T71j3xKM0foa1lyXIFYuqybZ2xiuc7DufA6Y0eSTH35jz64AFdRWB4PUr4atc9W3H9TW/XfBWijx6rvNhRRRVGZV1BzHp1y46rExH5V5tay7Sme616Vex+dYzx4zvjZfzFea2y7nVemBWFfoduE6k93GXt3I5DKR9DUnw4yup3yEYIiH/oVSovBB5BqXwyY9O8QurEKtyhUH/azkf1rOl8RtiPgZ31FFFdZ5h8u/FW0vj441K4mtbhYXmwkjodpAUAYNcKLSdmwsLn6Ka+k/F10IvEE8eyORWC7kcZBwBXPTRaWyt52lW7oP4ox1ppAeInT7wDJtJxnn/Vmmi0uG4WCQn0CE17abHRHiH2SziB27sqCcfmapTxsINkQEak4wqgfyq1EGzyb+x9Sxn7DcY9ShFSR6BqcoO22Ye5OK9CuFljPysWC8nd06UyCcyMVZeSDyD3xVKCJ5jg/wDhG9SBw0OP1qRfDGoHGVAz0OCQa9ItAXDK4Hy/NweTV6NY1kCL3OcGk4oaZ5b/AMIlqXOEz7hTzS3HhHVLePeyAj2Br2KGLaQQwwc7RT9Q8v7C6uOo2jPbNLlHc8oT4day+pPZbrcyJnLAkjjHt705vh1qKRO/2qFnUkeWgJJxXqURY+Ib3rgsPmz2wDiqKMBJekrnaxH3sdc0coXPNW8D3USIbiURyN1TAOPyp8Xgadw7NNgKcdOtdoQ0kEaiCWJVA+WRgWxjqcetOkn8p3VlcDAPFUoibOQh8AtKjMLpsL1JWpP+EBWNFaS5fLcgAdq7KO/tYow5Zgc45GBU8d5FPjyrgdMnHWlYVzhW8J6MgG+8uQ4bbJGwC7ef73fjmq3/AAi2mSjKX9xCSwASRUc8/QivS5oGlj2G4R1I6YGf89apS6RpoUq9mjvxh+n8qVijho/B2lPEGbWXBI+6UQH9WqGbwtokbtnWJCoHRvLUnn6muzbS9EgmZWtd5xkLvIP60ySOyhjaW30yJG52uQDiiwHH2vhm0ulLWckzjbw/GxD/ALTEY/KvavD9skPwosoYjnyZDuJbOTvOSPbnpXmUs0s8rRSFvLHVVIAHuK9K8M3Kz+Ar+IZzFd559DtIrOa91mlP40T26ebbkdDjFY+oOY4XX0rahOy2DYyM81kXdq97ebOkOcsR39q85K57CaWrJNLhP9nxFh1XP9f60y5m5Oc8Hqe9aoUKoUAADoKo6jEZIsLgHvirYonMTzh7jeBiu38LMzaMGJyDK2D7Vw89uyykbv0r0TSYPs2k2sQGCIwT9Tya3oLUTV2jRRhTzzUAyDUqtXYS0BFJilJppNAICKQ8UhY0hOaRQFuKbmilAoGKKGNGQKY5z0oAQnNIaQUtA0JSUtIcUDEJpCCadxSFsUDFCjFG0VGZDmk8w0CB8LwOtV5DUhJJqJxQMs6Sf+Jrbf79dvXE6OudXt8/3v6Gu2qGebjfjXoMkXfGy+oIrz1kKuc9QcV6KelcBIuZJPZyP1rnrLYMG9Wiq8bEllauf1CNmulfHIPJNdRKVRMDg1zt7kyMwHQ5rmsdx6f4eTZoFkP+mQP51qVQ0QAaLZ46eSv8qv13rY8efxMWiiimSRXDbbaRj2Un9K86tYcPvY/Ma7/UX2adcN6Rt/KuFjBLACuev0O7BrRsmIxVC6BdgQSCO47Vouu0ZqoyhsmsYuzOu1zqvDesHU7Rop2/0qD5X/2h2at2vM9DuXsfFVockLOxhceoI4/UCvTCeM12Rd0eXWhyTsjyXxI6aje3rhsHz3RXXsAcA/pWKs/lFYJXGHHySH7rcdPrVy9uN6TjYAFkbkDk8n/GqUUaT23kOBjd8pPfmt4mRZlsIiCysVzgMynHNU7u2mOfJlZSCVHerOy4gGxMMMdH4x2zUV3fraZWRHJI4YDg0xMx7mPUFUKWjYY6FeahU3Ucu02o4yCVPr7Vd/tBLk5QrleCM8in27eazYOcHnBqyB0F8sLoJoJEUjGSnBrWjmtGYFWTzQMqp4wPeq0cbkKG5VuxOc1YMcTbi0CHIAz34qWUizHI00ikEbQcDB6U7UopJYNpUE4zycc1Xs7S3ZlETMjFsf5FX5nMUIJkVo9wBDdRzSGUGlC+IbraenQfgBmscOfNlTzSZDMSyr9Sc1qXahdfupyQqttGwH244rmoWabU7gygqDNggDlsH+VAGhEzG2DbEUCMMVQ7uOnXufWnu6mRNzDnruHtT5Lm2gs/s8komuGXb+6TCRdfl+v+NZrQSIkTyEvggYPbj0qkJmilxDsUMiHPfHSlC2rBmVBuAGMDtWMYHmT5GfcDgj3oSG7+0PiRevQcUgN6CG1l3F96t6BqsCCDJG9mAXGC3FYDfallB8xhgdFPA9K0IXI2+aGDsGDBug9KBl9ra1gUtsV2PPLGs2/nM1p54SQQ5OGHCnHrWhNpd22mC7jki8kN8553Ad6qfbopdFk05gUCnJkK5Vc9M/WpGczC7u5aNxkjPPvXfeDbr/iQ6/HtA/fQFfTlcZ/Q1w8AWOQ7eVJ4b+92rovCshMurRs+D/o52A+m+s6nws0pq8kdxbhRaEN0xzVeGP8Ai9ensKHmAtxED8xIyPapEO1RmuKCsj1Hqx5Hy1TucBea0GUbAaztQYLDkHmkykzAulUPxya76zYPZQMOhjU/pXn9wCGz6112h6hbDTLeKW5iSRQV2u4Bxn3rfDvVoJNLVm0RSDinIQ65U7h6jkUu0+hrrJuNzRS4oxQMTApNo9adRxSAZtA70uF/vYpTikwKAEKg/wAQpuxf79PxTSBQMQqv94Um1f74pdopNopjQhVf74ppVf7wpSoppUUikg2L/fFJsB/iFLt9qXaKYDNg+tHlr6U7GOlJuPpQMY6qAeKrOOasvuI6VBINoy2APUnFBaa6k+luI9QgbGfnA/Piu1rjvDc1pd6tLEsgeS3jD4XkcnHX1rselRLc8jGTjKpp0A9K4BmAkc9ixP613F5J5VnNJnG1Cc/hXCqhC5PXFc9Z6F4NbshkG4M+evP0rFuSxkK44NbMhEaFjz7Viscz+4rmO09R0Ni2iWZP/PJf5Vo1keGSW8PWhJz8px+ZrXruWx48/iYtFFFMkzNdbbo8/qQB+orkLblz9K6jxJJt03bnBZwK5eAgRkiuerqz0MKrQHXMwWM45qlpl1Hf2DSKQWDMh+oNVdUuGNxDZwBnuJjiONRksaTR/D2r6PeXk15brFZ3LBwPMBIk78DoCP1rPlZ1c0Vo2STSfZ9T01wASLuP+dem3EohtppT0RGY/gK821NVjuLWRhhUmRyfowrvPEM4tvDOqTlgAlpK2f8AgJrelscGMXvI8kvJN0MTKoBeMOwB5APas23EqSyy7WbgDKnofSpYpjcLbQquWZFCjHqOhqzNb+W8iBGjkjO0jHcCutHINjvo2jVm4IJXGe9V7m6LxkyMGy2CPbNQSWbeWsivht2QMdfaqckjearlMdc4H50CY5o7TG14gpbgE8jNNitbYQllYpv54foaAJQZZGjG0Ddj0p0CGZVKqo9ecE55zirILqRyxuhS6cjbnk9D+dTyT3axYzGyg5PJGapsSFAByBweODyOtPaWZVwnOAeDUspF6C4ljdd8Y5JJIpdSuTNpk6kDhGZFPsKhjmdewycDb2qw43REsoJOcj2pDMfxBdC21KVmyzPDGy8ng4x/kVz+m6jBb/a5XJaccRpnq1WPFUhnvpZt+5AESJAeegINZFvlNwVg8rNiMYzjJ5pXHYvJeXV3HFE9y+S8jAAfdwRxWxEkht41d2YIBjJJ4rO0zT5oLmGSY7xHuIA7gnOfp/hW8Ljy4giqrZXGCO9UhDgrQ5G3d049KarCPABxngFqFlQpG7/K20/nTowHjVeCP4sjpTEWmeNYHy3zMRtOO1V45w0uWBIUdPWpZUYOo24AHQCqj7i6EEHtjHSkBekvn/s6WEx5WR+EL4Cj6Vky7ZYPLccjAOetSnc7FjjgdKqSoUcFc5IGf5UrDIZgIlVhwQOB2rQ8Ab7jWNVIbI+zBj9Q6/0Jrn795EjfDgcfKa3vA4Nh4suLYEbJbJuRyG4U9frWVT4WaU/jR6EFy6n/AGTWdrGqiwWBe8kyRgDvk1oqcOfYYrM/4R5/FGtJAtx5BsgLpGK5UtnAB/M1xpdD19IxcmbqSB4VrLv1BlHXGK1Day2Ej207o7pjLJnHT3rJ1OQR4f0FDQRd9UYkufNYE5weKwfFM7xRWYTuGz+dbe7cSay9eS0mithcBydzBQhxkYFb4XSoc+OX7q5y011OwtfKmkjYFhlXI9K04NR1uzxLJq9/DGORGJm3P+BPSrFuQg/0C0iRgvyu3J59z/SnPZzMTNcMrOTnA6CvVULnj88l1JJPE3iEN8utXoB5wdvA/LrSHxF4nC5XWbr25H+FQJGMNn1zTmOAF7CrVGPUl159xX8S+LEAP9s3OPov+FNHirxWP+Yzc/kv+FI3z4FIIs8UOhAft59xf+Er8V5/5DM//fK/4Uf8Jb4sHTVZD9UX/ChYhmoxEfwzS9hEf1ip3CXxv4wgXI1Pg+sKn+lWJPGPi/7Nakagd8qF3/dLwCcDt7VT1GMC25XjNaVzaKignJEUaKF7Z25/rUujG4/rNTuVpPFvihJRGdacuRnAjX/Cqz+LfFRYj+1bnj+6qj+lSfYQJozKPmYZPtUKQFJnCOAQcYY9afsoh9Zqdx8fifxOWwdXu/zH+FT/APCT+Jc7Tq9x+O3/AAqusJV2zgHPc09YFYuWOCBmn7GPYX1mp3J017xA74bWroZPOGH+FMl8QeInkmgi1i8DLgo4k647fjUIQBhg5zzVWWMlshirBtwIpOlEXt6nctr4k1+RBt1y9PHdx/hTDrGsufm1a9P/AG2IqGGBbqZ/JIimByY34D+49DTZ1MLlZEaOQdVYYpxhHsP2s+5YN/fsPmvron3mb/GgTyP/AKyWR/8AecmqZmAHWhZlz1x9arlQuaT6nrXwzlH9qHDfet2Uj1wQR/WvVK8Q+F9xKfFcEexhEYpfmJwCcDp69K9f1XUBYWuVwZnO2NT3Pr9BXn17KZtTTehW1u8RYTaLgtIPn/2VrCZBtAFOw7Es7FmY5Zj1JpWHArgqPmZ61Gn7ONjMuohGCQCc81zjpIbkqFO5jgV1twuVFZEAUavblx8vnLn86yW5s9Ez0jTrUWen29uBjy4wp+vf9auUlHau88Ru+otFFFAGTrtk93p7eX99DvA9fUVx1u5wyEdDXo3UVyGtWS2epJJGoWOXnAHAPesqkep2YWpryMwbdo4/GOltIwU+ZtAPuprutcQHSpWP8JVvyNee+J7ctarPF8ssR3o46hhyK52y+Mt2I5bTXLLzY3QrviG1wfp0NRB6NG1anJzU49DqNWUzRFcEgjiule7/ALT+Gt5PLgs2nzK/uVVgf5VgIV1PTo7m2lHlOgcMBnORV7SEZPh5rVuDkxrcgfQrn+tVS0ZOMV4pnnGnyNJFZxLjbJ5ak+xIrpfFNhNY3Qv4UBSUkOoPAOOoFcvodwIrdGkiLIq8YOCue/5811Gv3U2pvBErFY4kVic/eZgOnriuq555h295AygP8rcHYw5FQ3QhILIyksetTXNt8+xogSeM4rNmtBHJn5lHTAPH41QhWZAm3Jxj8zUlsSX6jqe1V0tHRy/myoSCCPT/APVQmnzBwUuX44OBx+NVcVjVdvNKNubcCCCB1+tTLbAsOcGswafOGVmupARzxVxYJM5+2Sg444HFJgXBCAQ3AyOaY0bFgF5A5PFNMTlFLzOcDhh/WomkSA+YZX3dgDUXGc9qln5iyNhQhkjUZ9QzL1/KqmkaNvuG88oFjf7qnnPpkVtNcwXc0kDg+XuLHaQMkOp/rVi6IhnlW3GQHIwR0oQyG6icS5TCgqMsSTt46Vn7pCxAi+8eMVdNyScGNx/C3Oc1FDdx+YAx2kHPIqhEKzTMQDG3B6kVK12QTHnaF45HB6VoxSRM4IAbI6dOKa0QB2g/KxyD6U7iKp1RwV5OM9xkU5rxGwrMVwfmPTOalljMcgDcgirIs4kXzCpyRz6CgCg5hjjVlk3BjhcDmqk8xkywXIX8M1vCGML8qqCOcEVBPaiNOGUDbk47UDONv1klR+MKBwO9aXgeY/8ACXwgk7fLlT8Mf/WqhqkwjjbkcPx+dX/CUX2fxZbiRVHmeZ0OcBgeePasqmqsaU/iR6WHYqHHVua6DwRCTJqF0w5ZkiB+gyf5isC/e1s/LaOUMNuAueprookFr4U8nT72BrnIkmaOQZOT82Me3H4VyxVnc9Gu701DuUtSLtqF255HmkAjpgcVx2r3e+4EYP4V1F7cLbac27qB+NcSc3F0XPaovdnRFcqSJI1Z8KOpqpeXERYBYwVThWI5+v41euWNrZl8cyZRD/M/h/WsKU7lr08DSsnNnk5hX5pKC6E32jCcHaPpilaVdmS3bNUCuRyTinhFA68e9eieYHmjBwOppGk5A2j609ViPUjileNSOKAIhMqkAgUn2kbmwOhoaAMAc8UzyCASMnmgB6yj1pwYBQCcc1VZWHTINRszAgE9KVwJ9QcfZCc9x/Otu/YfvO3zqP0A/pXM3zk2Rx/eH862tRuIsuSSSZM/rUt6jWw+dlM6jPb+gqLysMzeWGGQck/rVSacear9eTVsFJEDqWzx09apsVhhEbHcFHXIpr4Ehx0xinTDYRioSCzjBPIpgNVS5BByAKDFuzkgc96R12/Lk9aaM85OfagBSkQkDdWXoRU0s0pBjaJZ4lGRnBP60wbcDAp/Xk1LimNNlKWSy34bTCOnGSOO/eiEozE22mAY6Mw3Y/M1bIXI3Y/Go7ptwCo2BjsahwLUjr/hxvfxxaNM6M6wyAKpzj5a9B1OU3ety5P7uDCKPfqf1ryr4XOYvHKNwSIZSM+yE16LbszxLIxJZxuY+pPJrzMU7Ssejgo3dy9kcCnEVnG9RdRS3yNxTfj2zitBmyOK4mek0U7z5QD2NYsjbLqN/R1P61sXbbwY+/UGsSc7qQ5bHrKnKg+op1VrJzJY27nq0Sk/lVmu08RhRRRQAlZ+rWAv7JoxxIvzIfetCihq402ndHml6Fu7F4S+12GORyK4XUPDQQ5Hlyxr2mTn8xXtl/4csb52lAaGZuS6Hgn3HSua1Dw3d2w/1H2qLPWMc/iK53Bx2PUp4inNWejODXxO2j2YsbXw6YkiGMxzuynPpnPFdt4T8SWuveD9XtoLI2lxawSebEWLBtythsnk5wawdW0i6aBz9luMsOAY26+gqz4R8H69pOoX0848mxurGRJELAkuR8vHqOauF7kYlQ9nozmtKVZrOKEqPnTn0+lbO92Zh02jjjoAMAVzVgJEhVGzlPlz9K27fLAMGwucEHsK6UeaW5LuBhtZDkDqRWbIsUmWzwe1XYVO4DPykZ5OamlhQlCVBHaqAzYrVCCZSu4ZAJNIDEkmxHDE5HA9DWzHBGFYbBuAIBNLPAkaZRVBHfFFwMuQkYCoxPPbFVZHmMm1FRR3LHOKu3XmyxkA4+XrVF18ldzHA9xyaAHu7Iiq8y7V9O9ZGoahDCjhU3sOfbNWrhUEZaYgdcIDXM6nep5eF5OD0qRHW+HPBeta7oY1qFIAkruYomba7AFeQen8JrL1KOezv5lnMiujFXXoQR7V7x4VtPsPhLSLbbtMdpGCPfaCf1rzj4o6SbXV476Jcpdr84A/iHU/yqU9QOFivVWYAgsD14zmtWJIpm3rGQDznHSsYnbtIGNvYVdtpLqOEbI94+8vzY9jWgFo2QZ1XOz5SAyEjGaaLRwx2O3mEYBPfFWGlJjjkBywXJA9P8/yp6y+Yu9h1HUdqBFcJcySJvUHJCtgE1bZ5gGIUkDjOfpUsQ2qyAkDPNWFgwjfMMn9DTAgjulZWV1IOMjA96pXrHB2scc/yrSEKmPaygMOciq09ujL14zk5oGcNqVs8+5jktmtbwsM+MrM5BADAEDsFNO1GIbGKjADU3wihHiq3B/hDn9KyqbF0/iR3mrs9yI7a2s4fkcs02MMT6fSlt1js48uRvON2P5VspZ211ATInzMeWUkGsW6sRBqtlaKWkjuJliJdsFQTjPvXHa57Klyx2K+pX5vNqRZIHWqUUawhWlYIC4Tce7E4Ar0G/8ACun2EULIjyZbaxdvbjgVx3i6FYLVDCoURuHUKMYIOf6U1GzszNVPaRvEpeK7Eadq09op3CFUXPr8oJP5k1zbHius8aSpda7c3ERykscUi/QoDXKMMGvdo/w0fPTfvO5Cfue+aaQT3qTGeKQritSCuwfPymmm4lUY54qcADAOMmkO0gjFAEC6htIDVYF8pwAQOarSWqMD8pyaz57d4ydhNS20O1zdaRXOcioXKE4YCsaK6lQYcGrK3gcYxzS57hyj9Qx9nwp/iH86W8uUM0u53z5h4/hFQXMhZFx13A/rUd0khaRfKABckNjrzWcpalRQRXDNIGDcZ71rWLz+Tk7cHkhuuO1ZFrbbztfdzxgDrW0vEYBXH4YoTbkhy2JpXLdTULcLnNIWHTpSEgitrmYYJFKVAHWhSCuAacOB9KYCKuRxSOSoweM05Mkn2NDrlufwoAYTnrUcn+TUjEKozVa4kKxsRxgGpkNGz8PLpIfF3mZ/5ZTIp9yhFeqKAkAxxgV5b8MrHzri6v2/hOxPqetemSSkW7EDnFeJXleZ7uEp8sObucvbTTN4qvbq4EiQqqQwF1IDDqSD6Z/lXZwyCSMOpyD0NdHHEmn6DGGUfuYO4zg4/wAa5qMhIQSMcVlKPKa063tb6bFO+bZLk+lZMp3SMR0JzU2o3XmzCNfWq0zFAABmo6m1tD1PSznSrQ/9MU/lVuqWkRyQ6RaRzDEixKGHocVdrsPEluxaKKKBBRRRQAUUUUAGKY4zGw9jT6KAPBGjIaZeA5kOeKdbRNg4I3A8E96saijRaxexsPuzuAPbNPtgMk498VqtgJ7dHfBPy8cDtVqOMuAMfxDt7UyIlSCRzjJXFStJhyQB04NAFqGJdrbxyQTzSPGHVs9MYx6VJGDJGCc8g0SJgH5iAeKkDJuZkhUxqu9gO/P51zt0xebc7bmxkelb2oPHErIi/ie9cjcyETMU6Z4qkBHqdzJJ8itjtWVp+ntqOs2tioy00yR59ywFWp8kA5yc10fw00v7d44tpG+7alpz9QMD9WpMR77HGIo0jQYVQFA9hXNePNPF74ceUKC9s4kHHbof511NV72AXVjcQH/lpGy/mKgD54ubaORW2D5u9NtHMH7t+CeBkVcureRJTjhgxV1qsYdr+aMsuQCBWnQC8kSyxbo1wQegqytovkghmWT1/nUdq0bCNU+VSeTmrCLIXTI68fT3piJoIQCxJUq3OMVOEOHUDP8AM0sLYBBIOWI5HpVzaWQEjkDORQBnvE+OmwevtVK8YhHAPBNa9zEzyINx24H5Vl6gmyFsdKBnP3gBIXPFa3gfTEvfFcMH3S0Mh3ehxxWTMQ9wPrXUfDiInxsshPyiCQAfUVMthp21R08MUtpdSW0ylXB6Vj+JpptPaC+jgaQwSLKNvUYOa7XxPbGKe3vUXjOyQ/yrD1hEudPYe2RXFJcrPWpT54XLLeM9F8Q2sEVjdZuSwfymBB6c1z3iSASWZ8w8YOOa8ysIk0bxXHew3sQ8qfc0JODtPUD8K9jvU0+90sTyFXyMqRzxQ9XcdOKpqyPOLSeS50mKWQncsfl8+i/KP0FVm6c1oBI47No4xhFLAfnVGRcge1e7SfuI8CsvfZCeOQajZjmpSPlppUAkGtTIaHGRlc4PWmvtGMACnbOR9akaFTj1oArGQLUMkqfxVbkhXdg9qrS2ysT+lFmBTmSKReuD7VTeN4ySpyKvtbAdM1VliZBnk+1ZTi+xaEUlkJ7gUo3zWa4dsrzz296qvdGH764HrTxemRFOWK4xw1YSRojUt5EjAlwvHf3pGuS5J3Hms4ylxT4ie9aR2IZeSUhuTkYqdZBtFUhz61YUfIAAa0iybFqMruz2NODcdajjQ7ttSrERxj9KsQKcM3Gc0pzkcdKcq4zTXGcUxELk7cCqF+/l2chJxxitFlrJ1sMbIqvUntWc9mVHc9K+HGly2/hGG4Vd3n5lx35OP6V2FtbG6ube3IIMjjI9hya8+8D+NxFplhossbJcZSCMgfKxJwPp1r1u1todCgkvb6VWncY47f7K+teNKPvant+2iqdo7l3WpUFsLU4JmGD7KOtcvqEqQW5HrwKfFqN3eM898sUbHhEjJIRfQk9T6mud1u/8xyqcn7qD3NZTd2bYek4R1IrRTPLNKQdqnA/rW/4Y0v8AtDVDcTLmC3IYDHDN2H9ayVUWlokQPzY5+teiaDYfYNKhjIxIw3yf7x/w6U6cbu5OKqckLLqatFFFdB5YUV8//wDDTX/Uo/8AlS/+1Uf8NNf9Sj/5Uv8A7VQB9AUV8/8A/DTX/Uo/+VL/AO1Uf8NNf9Sj/wCVL/7VQB9AUV8//wDDTX/Uo/8AlS/+1Uf8NNf9Sj/5Uv8A7VQB9AUV8/8A/DTX/Uo/+VL/AO1Uf8NNf9Sj/wCVL/7VQB0/iqDyvEd1wAGfcR9Rmsq3VlZj2IPHpxXC638aBrGoyXf/AAj/AJO9VG37buwRnnPlj2/Kqsfxc8sH/iR5z/09/wD2FUmB6oke6PJJGONpHWpEXbIDwfU4rys/GHpjQiBxx9s/+wqQ/GbjA0DA/wCvz/7Ci4Hr0TggeoBNQTSny2J7V5SfjQcgjQMHp/x+f/YVE/xjL/8AMCwcYz9r/wDsKLgdtqUpIXLcc1gSRE7mOcmubl+KQlIJ0bGB/wA/X/2FVLn4imdNq6WE9/Pz/wCy000B0c6jGxTnpzXpHwcswbrVbzrsVIRntkkn+QrwZvGn7sqtgVPr5+f/AGWuy8HfG5PCWly2a+GzdPLL5jSm+2dgAMeWfSk2I+oqD0r5/wD+Gmf+pR/8qX/2qvb9C1P+2/D2mar5Pk/brSK58rdu2b0Dbc4GcZxnAqRnlXizT/7P8R3aAfu3fzFHs3P881gMNsmExg8stegfEm0xNZXQGN6mNj7jkVwGPKYt/GAa1T0EXYrcIEK9eMEfnViB2VgTgfNmq1rIZFBQjGKmYEOOO/6UCLhkTZhkxg8EVdVv3Qb24qkikbc8Zq0Bv25HOelACseBxWRqALAj8K1nJAIIIJ46VlXQyMdyevrRcZz0yETHpiu0+GURPiSR2AOIGxx05ArjrhsMc12fwoRjrl7Ix4+zcD0ywpS2Gep3lrHeWslvKMo4wfb3rzu7drV5rC5BWVMrn1HrXplVrqxtbxcXEEcg/wBpc1hOHMb0K3s35HhmoaBYXA+axidUBw2SHH/AhWLPaX9nYomn6vLa2svPkzNnaPY4r2jUfBUcgZ7GXYf7knI/OufvvAGpXkRR0tyccESf/WrLkkj0I16Mle9jz/SIimkxxvJ5hBIL88nPvT3QAlc5rQm0W40HzbC5Xa6OGAzngjNZkvXPavZo/AjwK38RkbIOlRGPJ4qdVDdTSmMEkHPHoK2uZlN0dFODyKjeOfPXp3q+Y+PXPGDSGM7emaLgZUsk647nNVnmnY9K1Zoc9uoqo1vx+NLUCp502KieWX0FWmjxUDLzSew0Z2oTOIctHG31Fbvhzwbe6/4Mm1zT1V5ba5eOa3zjKBQdy+4ycisfUI82rV7L8D7UyeANShYcS3ci/XKKK5KraNoq6PGVFSocHmnTQtDPJE4wyMVI9wcU0CtovQhotQ7SOoq0i+2aoRrzWhbbyAAeelaRZNi1Eh8zP0qyUGMlQTjikt4yeOpFXFiJUjH4VdxWKJT1GKYBhsjpWg9uSpAxn61XFu3mbTx70XEUyh5PaqN3FvXBrWlhYL8v41nzDJxSlqhov+C9ChvZ5b2ZyvkyhYucYZed31r0JpFWcyz3MtzLjAaV92PpXk2myzafqLSqXaJj80atgEnvXs0vgPUIwGgnt5hjOCSprxq9Oake1hq1FQV9zFutRkb93CCc/wB2o7e3UypcTHLp91SeAfWunsfBN63/AB8yw249E+c/0robLwpplodzxG4k/vS8/p0rFUpPc2li6cdtTm/D+iT6jfR3867bSNtyg/8ALQjpj2zXoHakVQqhVAAHAA7UtbxioqyPOq1XUd2LRRRVGZ8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9veBP8Aknvhr/sFWv8A6KWviGvt7wJ/yT3w1/2CrX/0UtAEHjqz+0+HGkA5gkV/w6H+deT3CYkA7MM17nqlst5pV1bsMh4mH6V4jcKwiXOMqSDx1q4iI7PEZVW4BPBrVVVdkG7PGetY0RMjqg6npV6381XCjGT0qhGu6q+0Z6A4IPSlGQnqR1qEF+GfjI5qYOCuUB47+lDAlaRvL+bqKw7yZtrOex2gY7VtPypbJB96x79x5bEdCetSMwLgguc8A+tehfCeMltRmIYABUGR15Of5V53M2Nh616d8JyX0vUJDyTMoz+HSh7DPRaKKKgAooooA8p8exv/AMJHOf4TFG2PzH9K4mQAswr0L4gx/wDE+gwMb7Uc/Rz/AIiuDePFxjpk16FJ+4jnmveK6DDj0qZ4ySCCQM1MIQrZxirv2cNEp64654rW5FjM2hiPlwAeTUkVs+3G0de9XTagZGOo4pyIQ+Bx0zRcDMntyCOKzZoyrNXQ3CkyEdKzLmPOeOaLhYxXXk8VWYYNXJVZWIqq4OaT2Aq3Sb4ite8/CCxNl8PrViObiWSb8N2B/KvC5EJjNfS/hOyOn+EtKtWGGS2Td9SMn+dcmI6G8D538V232PxZq1uBgR3UgX6E5H86yVFdl8UrT7L49vG7TpHKPxXB/wDQa5FR8wrWm7xREtx0QO7FaFopzn0qrGvzitOwjy/I4rQg0bWI7sgHGOtX44/mJI/+vU0CDAGO1XFhXaeOadwKMluPvDjPtVf7P87HAJ4rZkhzGq4wcHOarGIpuU9cdu1FwsY06EqRWPcR7Xz610k8WEbLZ/CsO4TcaYiCCFWBOOmDX02n+rX6Cvm+3i/dOAOa+j4v9Sn+6P5VyYhao3p7ElFFFcxoFFFFABRRRQB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9veBP+Se+Gv+wVa/8Aopa+Ia+3vAn/ACT3w1/2CrX/ANFLQB0HUYrxXWoDb3l1CoHyTOv617VXkPiP/kPan/12P9KqO4jmrQ/vW7bTnNbEA2BWH3gO4rGi/wCPpvp/SttPu/8AfP8AKrETkhlCdSvt1pwfbKy4Iz7dTTV6j60N/rl/ChgWGU7GO7twCa52+hk8rG8MvU1vSfeP1rIvf+Pf8DUDRzs3LYHOB2r1P4SEtpWoEp5f71Pk9Plry4ff/GvVvhd/x76t/wBfCf8AoApvYZ6BRRRUAFFFFAHn/wARIsXmmTf3llj/APQT/Q1wcygy7vQ16L8Q/wDVaZ/11f8A9BrzybqfrXdR+Axqbjiu9RnOfWr9kN0eTz+FUh9xat2Hf6f1q7mZZMQPbj61AYwr5x7VbHWoJup+tFwK0wODt+Vj3xWa6bsk/e9a1JPvx/Wqj9DTA5y7j+YVnSD5iK17rr+JrIk++ab2Ans7f7TcwQYz5sqJj6kCvqCOMRxqi9FUKPwr5s8P/wDIwaZ/19Rf+hCvpYdK48RujanseP8Axk00fbtO1DaPniaEnPcHI/ma8vCY6V7L8ZP+QTpn/Xd//Qa8cFbUNYkz+ImiUlhW5p0IPOKxouoroNL+7+FamZsww4K1cj5UHaR9aij6LUkP+rX6VLY0SShiuQCTgk1VkDYOepzV1ej/AEH86qzfeH0pXYFKYAo2VzntWJcxEttUAVvy9ayLj/WmqTEyOxUm4VcdXA/WvogdK+e7D/j+t/8Arsn8xX0LXPiOhtT2CiiiuY0CiiigAooooA//2Q==", "path": "003774.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003775
Men Tshirts
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", "path": "003775.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003776
Men Tshirts
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", "path": "003776.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003777
Men Tshirts
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", "path": "003777.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003778
Men Tshirts
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", "path": "003778.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003779
Men Tshirts
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", "path": "003779.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003780
Men Tshirts
{ "bytes": 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", "path": "003780.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003781
Men Tshirts
{ "bytes": 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", "path": "003781.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003782
Men Tshirts
{ "bytes": 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", "path": "003782.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003783
Men Tshirts
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", "path": "003783.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003784
Men Tshirts
{ "bytes": 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", "path": "003784.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003785
Men Tshirts
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8ratarZXdzaRP5qI7ATA8MM9R9a+spE8yNkPRgRXzl490a+0nxFMb3a0cwDoY02oVAxwT6UmVHc4UHEmwJxn1qx9iEg3ggew5qW1thd6mttB87SEfd7Cuxh8OYmC7SsY4xWNSooHTSpOZyltozzn5Yy3bOOK3rTwrIwB2H6k4A/CuxsdKihAworZhgUDGK43iJPY7Y4eMdzldP8LxxfM0a57Vu2+mRwgjaM/yrUCBV6UhUkZrKUmzaKS2M57VCMYFYGvWii2lYL0HWunkBBzWbfQi5gePHLKRRBtMJJNWPFrmDdMxIyueBWrok7WmpwzjkpKrn6gjFO1mwudOkZJY8EH5T2b6VHo4F1qdtbqQvmyKu49M5FeqndXPGlFqVj63jbfGrAY3DNPqKAqYE2MGXaAGHepasyCiiigBD0rzu4tha668CDCJ5iY9MjK/pXohrh9cXyfEDSbSN+wE+oIxXNiFon5nXhH7zXkZzKhkyRyKYYUJ3EAkVOUwx9c1HJxk9+1cT0PRTuMQDOB261DP+7k39hUJ1FYJSskWAPu8/eqrdas8jqLeAOT1DHH6YNOw0a0IWVOQCDSmAKOBxUNkGCbnG3P8NWpHG2pEynMAOlZ2qukdlucAr5sfB6feFXZWyaoalIFa0UsAHnGSfQA//WrSJEtS1BH9omjCx7WmARB3JPBP0r1eCJYII4lGFRQo+gFcV4b09p9QjlZcpD8xb0bsK7odK6cNFqLbOPG1FKSiugtFFFdRxBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABSEZGKWigDwn4teHrPS7m2uUm+e5Z2MSxhQMd+PrXnWgad/aWsRwIp2LyxI7V7j8Y9GF74aj1FAPMs3+b/dbA/nivNPh8kaS6lfTkKkEQLMe2T/APWrOo2lob0tWrnVWVjBZJsjjA/rWrFkDpWHH4hsixdUOc9D1A98dPpWrY6zZXRK+YoYc4PWvNlSle7PTjVhsjQGWAofrjFToEYZBGPrWXe61aW05tw2+UAkhe1JQbdhuaRPJwKqSEMpU965u58YXLylIbCR/pg/ypYfEM5b/TtOuIYz/wAtPLPFX7GRCrxehheM4nMgjH3SM1wwULIM9fUdq9c1XTYtY08tGylyuY3zxXl15ayQ3DxygI6Ehh9K66D92xx4mPvc3Q9H+DV80HiyO3i5juI3R/wGc/mK+ha+bfhENnjmwUZKhZMYH+ycE19JV0I5GFFFFMQlebfF/RZr/QoNQiA22JYyjuVbA/8Ar16VWT4jjMvh6+QKGJhbg1MnZNlQV5JHz/8ADiyS48STs2CY7dmXI56gf1rt7i7skvXgaZTIn31Xnb9T2puj6Tb2PiGC6toxG09pIkoToSNrA4qpqWg2EszBlcOWLZVyCT6+hrjlKFRczPSjCdNuK6GrDqNmdqq4J6VpJJC+MEZNef32h21vF5iXhh9pJFFW9IupJ3QxzEgfKedytWThFK6NIyk3aR3DyxRRl2IwBXPan4pt7W2aWIbxu2jAq9qEfmaeVcZDDBFcm1tHCwVoGKL0VVyAKULdSpJtaEX/AAkOt6kS1rYsEP8AF0/U4q/Z3mrqVF9bI8fdkYbh/jUFxrC2pSKOwuZNwyDGRgD354q3prXNyS7wNGueA5ya0k9NjOMdd2ReLdNW+8PyyjloMSKfbv8ApWZ4P8NrBCt++GndCYQf4c/1P6V2j2oubGa3Yf6yNk/MVl6RaeXaWLhz5jIqsvXGBSlNqnZF04J1eZ9D0PwLK0nh/aylRHM6qPQZzXT1keHbdbfRIAo+/mQ/ic1r120laCR5deSlVk13FooorQyE7Vma1YJeadP+6RpkjYxMRyGAyP1ArTopNXGm07o82hvY7uESKRuwCy+hNc9rGvSQXJtbWLfIPvuei+3uata9aN4f8STjkQOd8foVbt+B4/CqUNtFqKSyvtYOTjH+etcE48r1PTpS5loYd9b32puTLcrDx8n+ye3A/Gk+xXVtcG6jvg8gJIUtz9M9K0pbOzsEJmAUDjfuIqKJbC8JWMRyHvk7qE9Dp9jDdvUdF4kureRY7mIMrHG5Tgj/ABrfivFuI1lU5Ujg1mRaVZQRORCm5+pxzWPHrH2eB7ZDjaSFPtmpaUtjJvkdmzo7i9jgUsx5HasGeK616aa3ijMsjRMscS9SSMYFZhvwWLM5Ynkk11ngmPyNThv5jgNIu3/d9f1rSMeXcxlJy2PWNDsDpuiWdmVw0MSqwznnvz3rSpB0pa7jzQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAMTxXpyat4W1Gyf8A5aQkj6jkfyrx7wbo7Wker213FwHjYZ6OBkg+4r2/UkeXTLqOP77RMB9cVwNtAoikGMNtVT+p/rXNWm1Kx2YempRcuzOOv0syt1JFYrIIVLSsicqPUnIFZGmS207PJaxSNGzbGLA4z9ckfrXbzWCyZMRaI8htpxkehqlHo6o3loi7Ac4AwM1hzqx18mty/pXy2vDNjHAY9KyNRUefI6xhf7z+tdDBAIINp61VezWYZ7k1jezNLI5O6muNJsVvEtZHjdiu5GAwfcAE/nVq11e5ZYhcQunmruUOMnH1H8iBWw+kAv8ANkeo7VLHpUcZLY3Me55rRyjYmzT3KttEihtihUY52joD3rgfFelTS+KPJtId0k6q2B79T+leoCIIMYxWJeWsreIY54VXebVgCw6fMKqE3H3iKkFO0RPBWj/8IrfWt0Ck1y/yyM/Cqp4IX39zXuKnIzXlNhA2oXFrA6gSLMg4GMeterKMAD0rbDSlJNs5cZCEOVRHUUUV1HGFMZQykMMg8EetPooA89ntFtPEyogwgDpj0ypx+YrP1PT4rsFJEJDcEiui8RRi31hLoDlkXJ+hrPuMpcEAZFebNct0ujPXpy5km+qOOufCkThRIsciqfl3jJ/+vWjp2hx2uCkapn+6MZre2jqaQsAcetRzN6M0so6ohuYwYADiqp0yObggZ9DWhIm6LFV4pNkoVuB2NTazK6FFNDt0fJhGaui3RF4UDFXzhgKqTtj6U2xDIzg5HrWXplqGtGBJLyMRu9FyeBV8SBULMcAc1d8Eaab21juJGUwoScdycng1ryOaSRl7RU7yZ3dpGIbWKIdFQL+lT0DpS16C0PJbu7hRRRTEFFFFAHKeOPD0mu6OTbKDeW+XiB/jHdfx4x7ivG9L1WbT5mhcjbkiRJBgqR1zX0fXmPxB8DSXbS65o8aidULXMA4MuP4l7bsdR3+tZzgpI1p1HFnL3Hkaxb+XJFgZDZz1xUEEFrpsskkIViAFJJ/SubOrGxiaGaKZGJyQwII9qoHxC211IyW9q51T6HZ7Vbvc6HVNamkhZIiVycEDg4rj5b2QvtLEtnrUjz3F0NltDIzN328Cr+naG3miW4AZ88KOg+vrV3jBENSqMuaNZPeMkswIjGMKf4q7uzOxVXpWVYWu1QSMYrRLbMGuOpVuztp0lFHqOgakuo6cjMwMsfySD37H8RWuDXkul6xPpV4J4jkHh0PRhXeab4nstRsmuiHhRH8tvMHG70BHXsa7aFZTVnuediMPKEtNjfopobIBHNOroOUKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAGt0rhrqNU1G+C/wsAR+dd1XI6vayR6rJIUPlyrwR0rCutEzowzs2jHK7l6YpMKo4qVhiqtyzBDsba3rXBazPSTuTBNyHP41VDGKTBGVJ6+lZD+JkjZ4vtEW6MZbccD8KTT7htQmaYXpdD/AcAL9Bj9TVOPUE09LnTYV0Hf3pjgIKI3VUAHaoZpgRwc1IFeRsvWbK0v8Aa8QiUcRcsTwPm/8ArVdZhuzWM+p2lpqs091KEtwEh38nDHJ7dutXZ8rsRzLmVztvCVozao8pGUiUtvP8THjp7V3dZHh+zS101HU5MwEhPsRxWvXbQg4QSZ52Iqe0qNoWiiitjEKKKKAKl5YwX0XlzpuHY5wRXKX0Cx3Domf3Z289eK7WuP8AFe/TbuK+EZaCbCS4/hYdD+X8qxrQTidFCo4ysUDwPaqs0zRHcqqw7gnBxTby+jhsmul+dcZAHf2rj7nU7+98xZ5o7WNvVgMCuFQdz0VPodLJ4jtFgb5gQvXHY+9RWVy96/nb1MR+6B/WuQTTNMMZmkvSwIG7BGMjPNRpcQQ5/s++kZV9Ebk/UDBq3FPYr310PSfNCoOc1VmlyPrXPaXqd9uWK9BJf7rMu04qTVdUEC+XEfnI5PpUKLvYlyVrjNY1EqpgjbH94j+Vdf4HvBaxwQM3ySrjn17V5lG/9oXSxBupyzA9q7OCXykj8s7QmNuO2K1cvZ2MFD2qZ61S1maNqaalZLICN68SD0NaddsZKSujzpRcXZhRRRVCEooqneala2S5llAb+6OT+VA0m3ZFv3rnfFniK30LTCOJLu4Pk28A6u7f0qne+J5ZSUtl8tfXq3/1qwdUtPt8tpdSYlltJTJublgrLtOPbO3NZznaLsdVPDS0cjH1CEMSGUMBxzzWLJYW7sT5SZ/3a6O4XLE4xVQWylq8t1Gj04wT1MlNPB4AAHtV6DTVQDIq6kAB9anA7Vm6jNFArrFtXikeMkjNWto4p8Vs07HayoijLyP91B7+p9upqFeTsim1FXZVttPk1G6FtGwQY3SyHpGg6k1pXt1ERDZ2g2WtuNsY9fVj7mmSXKR25tbRSkROXZvvyn1b/DtVPnkZ+pr0qNP2cfMzjBylzS+Ru6d4luNOKxv++gHVSeV+h/pXT2nibTrsD94Y29HFece1Kp5z+tdCk0ZVcHTnrsz1yOaOVA8bq6nupyKkry201K6tHBSRgR3B5/8Ar/jXU6Z4pEmEux/20Uc/iP8ACrUrnn1cHOGq1R1VFRxSpMgeNwynoQcipKo5AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAE7Vn6zE0ulz7Pvou8fhzWjTSAwIIyD1FJq407O55st/Fc27Sxt937y9xXF395eXcrNdXItrdgQqBsED+proPElu3h3WLiEAiGf54z7f5/lUItoZ7ONsbiACGxk1wzXKz0qTU1qczHb6MV3MxdlyNxfkgnPSmefYqzGynkhI6/KcZ+uK0b3VbSynWGaINJjIwmeKuWTR6hGs+P3R6ZGKTdlc6nCnayI9I1e6ZhHcsJFb/VuFxkf1rZuLpIk3O4UepNZGtzRW9srrgOrArzzXPXGsfaSpdiWHGM/rSUeZ3OaUlDQ3r7UzIm2LhCMk561p+C/Dtt4gkBu/mhilEzLn75AIA+nNcTBPJeTC3TB3cHHQD1r0/wbJHpd3BCD8jDYxPcnv8AnW0bRaMZXlFtHpCqFUKoAAGABTqBRXWcIUUUUAFFFFABVTUbGLUrGW1mHySDGfQ9jVuigDxfUHl0y5l0u5/dlJNucdc9/wAamuLCBkEgjjLKOMr1rs/HHhga7YfabZT9utlJQL/y0Hdfr6V5fYazNAnkyMSAcKJF6fU9q461JrVHoYfEW3HXN/pdnLsmjiWTGdu3Jq7YSR3oWdQPK7YGKWVbGdhc3McQfGPfFVJ9SjtLNVgdUUjhRwOtZWbVjtliG99h3iS8ighTDAShsjnmuOuNXeWUK3LdyO9JrF6Jy0hY5PbrSaLpbPL9onBHPyqe3vW0YqnG7OGUpVZ2R0eh2nlRb2++/J/wroVk+UDNUbZQqBQO1Xoo++K4as7u56FKCirGhp2o3FhIWglZGYYOO4/Grh+JqaSQmrQtJGJAvnxjaxB6Hb0JHOeR0ziuU1jxFp+hxlZ3Et1j5bdDlvx/uj615trOvXWt3Qkn2oiZ2RR/dXP6k+5rqwntPkcWNdLpufXMM0c8KTRuHjdQysOhB5BrPvdctLTKhvNkH8KH+Zr5y8NeP9W0K3azE7yWTdYnY4A9j1X+Vd3p/iaw1ZQIZhHK3/LKQgH8D0Ndrb6HNh6UJv3mdbf+JLy4ykbeSnonX86xjI7sSzEk9STUfOeetKTzxWbdz1YUow0ih6HByfUH9asidomDo2COlUt3pTTKV78UjTkT0ZbkFpMOpt3+m5P8R+tR/YWPzJJFIvqkgP6df0qAsGpuB3ArCdCEtRqm47Mu/YZAfu4H1FQmBUYl5Y19gwJ/TNVyo67R+VJg+wrNYWHUfLLuWGlt4+fmlPp90f4/yqKW5eYKpwFX7qKMKv0H9etRlR9f5U3OOFHT0reEIw2Q1FXuOPHXj6UhOeowKMUAVZQ3FOXIpcdqUCgBQ+M1IrDIIOD/ACqHaaUA9qCXG5q2Wq3Nm+5HYA9cdD9R3rqLHxNBOAs+I26bx938e4rhAxHepFk2nIOD6irUrHLVwsJ6nqiOroGVgQeQR0NPzxXnuma7NYuADuiJ+aMng+49DXc2V5DfW6zQPuU/mD6GtE7nlVqEqT12LVFFFMxCiiigAooooAKKKKACiiigAooooAKKKKACiiigDmPG3hv/AISDRisQ/wBLgy8P+16r+NeO2OpXFizwOzoA2Nkg+6ffvX0TXnXjzwKdSM2r6a6x3eMzROcLKB3z2OKznBSRrTm4s5B5LWUCe68stjjjt7VUuNRW0t0WF9q44GOK5zUBrcK+U9g4A4G3BGPwNZjT6tNhXtpCFPTGK51BHW6r7FzWL1py0hkz6DvWVaGe7uQsQyR39KtJo17cybrhwi9gOTXR6VpAhAWNCq9/f61TqRgtCI0pTd2XdFsFtkBxlyPmb1rooZTGMg4I6Gq1vAIkAFSEEsV7VwTqXdz0IU0lY9O0DV49VsFO4eeg2yLnn61sV47b3s+nSedBK0bAdVNa/wDwsJdC1KzsdW8yQ3EKyzDgtbs3Qe4I5weRmvRwtV1lypao8vF0VRfNfRnplFUNN1fT9Xg8+wu4riPuUbOPqO1X66NjmCiiigAooooAK4Lxf4CtdUMuoWdzFY3BO+Zpf9W3HU/3T71b8TfEHS9CVoYXW7vegijb5VP+0f6V5Br/AIw1jX3b7XdMISeII/lQfh3/ABotcabWw2/stchXylt0dFGFkSQFSOxB96zHs9YlVY5PKRQP72a6rQL1L7SEt96ma3yjLnJ25ODj0xxWkLQMu4rwOpx0rzp1XCTVj1IUozipXOIt9GKSiWXMkg6EjgfhW7bW5QAmmalrujacSpuUlkH/ACzh+c/mOB+dcvf+MrydTHZRrap/e+8/59BSUKlXWxTqUaOlzs7nVLHSYg97OqE8qg5dvoorktX8bXl2GisAbSHpuzmRvx/h/D865aSV5ZWkd2eRjlmY5J+ppv159q6YYWEdXqzjq4uc9I6IGYsSSSSeSSev1NIM9vxo7U9RxXScgozU8MrxYI+76VED6CpFYE5oA6vRvF93aFI5W+0Qj/lnIfmH0Nd5Yala6nb+dbSbgPvIeGT6ivHFK5znB9a0LDVZ7CdZYpGVx0YfyI71LimddDFypu0tUeu00jPWsHSfFdrfBYrorBMejfwN/hXQY44+tZNWPXpVY1FeLGbfSjFOx+P40uOKRqMxRjAp5GKKBDOaQDFOxS45pDG4pQMU7FIaAGinY96XFA+lACYxS4FLmkzzQAhGRSY70vWmswHA/OmIVTyB6HitXTL+SyvI5lZtmfnUHgishT3qZX5HPNNMyqQUlZnqkbrIiuhBVhkEdxT8VzfhbUPOt2tHPzR8p/u+n4V0lbp3PBqQcJOLFooooICiiigAooooAKKKKACiiigAooooAKSms6opZiFUDJJOAK4bxF8StN0wvBY4upxxn+Bf8aqMJSdkTKcYq7O4kkSNC7sFUckscAVyeq+MrBhPZaewu7jy2yV+4OOAW9yQB7mvJNZ8YatrUhNzcuY+oiThR+Fang2ATW15PJ82ya35/wBrLnP8v0rSrR9nSc2RRq+0qqKNC/gJLEdj0rMW13H5lA+ldFcwnf061XS37bRmvBlOzPoYwRnw6fGSCRWgtsqjAGPpUyRbRUixkjJFYubZokQiIZ4pDFgkgZNXIbeSaTZFGztjJCjoPU+g9zWHrHjDSNC3RQeXquorxsRv9HiP+0w++fYce9a0cPUrO0UZVsTToK8mXL66tNB0s6vqShlzi0tScG5k7H/cHUmvJL3UJ9Tvp726kMk87l3b1J/pUmraxqGvXzXeo3LTSngE8Ko9FA4UewqgOBgHivpMJhY4eFlufN4vFSxE7vY0dO1e90u5E9lcyRP1yjYOa9J0X4v6hAETUYo7xB1YDZJ+nB/KvKV/CpVGOQcGuiVOMt0cynKL0Z9LaH460TXdqQ3IhnP/ACxl+U59j0NdPxivkuGcowOSCO4PNei+FfiXe6aEttQZruz6BifnQex7/Q1zTw3WBvDE9JHtxIAya8Z8ffESe7uZdK0eYx2qEpLOh5lPcA9l/nXWeKvGVlJ4KnutKulkknxCNvDR565HUcZrwxhyTg+tc1raM6009UN3knJOSepqCeVsZHY5xSs/JwapTSEtxQMZLM3m+YjlHHIZTgio57y7uF2XF1cSr/deRmH5ZoJJ64zTSD14qbLcLvYh24HAxSY/GpCDQF/KmIipQKeVxxSYoAaBzTsYFA4p2OnFACZpR9aMUoxigBcn3pdxFJmkzQBPHcMh6nHpXU6B4qm09lguCZbU9ieV91/wrjwRipYpCpwenb2pNXLhOUHeLPbYJY7mBJoXDxOMqw71JivN/C/iJtOmEE5LWrnkf3T6ivSFZXVXRgysMqwPBHrWMo2Pbw9dVo36hSU4Yo7UjoEx7UYpe9KPWgBuPwo5p3NJikA3kUZxwaXtTCce1Axc+tJnNMzzRuHfoOpoAe5CpnvUKncck1HJIZH9ugp69OaYEmeKA3NMyKTdQBq6TfGzvopgeFPI9R3r0qN1kQOpBVhkH1FeRxsVYV6H4YvftOmCJjl4Tt/DtWkH0PKx1LaaN2iiitDzQooooAKKKKACiiigAooooASuY8R+NtM8PBonkE15jiBDyP8AePasvx941/sK3+xWLj7bIvzOOfKH+NeHXV1JPIzOzM7klix5NdNHD83vS2OWtX5fdjudJ4k8earrpaN5vKt88QxcL+PrXLb2c5Yn3qPGepp2duOa7lFJWRxuTerJs7UZj2A/nXQ+FPE1ro11PFfxyPY3cYSUxcshByrgdyDXLmTjg4qBm5yD+FTOKnFxew6c3CSkj2+3uNL1NA+n6zY3I/uvKIpB9VbFTyWiW43TTWsQxkl7lFH868Eb5vvKG+ozTfLX+4v5CvMllVKTvdnqwzWqlZo9nu/EHhyyyJ9btnYfwWitO3/jox+tc7f/ABJsIQV03SZJ27SXsm1f++E/q1ed8AYycegpOMcCtaeW0Ya2uZVMxrT0vY2NW8V61rURgubrZak5+zQKIovxA6/iTWKQB7/yoJyeTRiu2MIxVkjjlJyd5MTr9PSgcUtAHvVEXFB/GlyQeKTFLg+hoEx6vipVlKnKnafaocdcc0DI60CsaUN7gjeSp7MvFSybJ14IR/UDr9RWTTklMZAB4/lUzhGa1KhOUHoLOGiJVhg/z+lVWO7pWplbmPy5PwPoazJYXhk2uPoR0NcFWm4M9CnVU0MApDjuM/1p2M0wisjUMAnJ5NBYAYFGcUw0CBjupmOaUigDP0oATAA96UcClpDx3oAKXOKYDjHvRQAuaTdjjv6UwvvJC846nsKeAAPc96AAbj3204DB6k/WjjFPBoAUHkHJBHcV3HgvxE6yrpd44aNziCQ8Yb+6fr2964YH0NTwNhuuPcUmrmlKo6clJHt9H0qjpF4b7Sba4YkuyAOT3YcE/pn8avZ/OsHofQxlzJSXUBS0lITikMWm8npRnimk0DFNRt096Vm61E0lMCMsVbrTTIGcoOwyaa7fxdqgt2JaYk5O7BNIZYTFSjpUaCn96ADNFHFJTEKrc103hS98jU1jJ+SYbD9e3+feuZUc1ZtZWilSRDhlIIPvVJmNenzwcT1sUdqr2Vwt3aRTr0dQ1Wa2PnmraBRRRQAUUUUAFFFFABWN4n1caFoFzfcb0XEYPdjwK2a8x+MGpiDS7GxU/NJL5rD2UcfrV0o800jOrLlg2eUaxqMt7eSXNzIZJGYu5J6/5NZ0YLfMxyzcnPYU25fdKFPOAMj1PYfzqYL5afN949c16p5fQRiFBxUJbPpQ7ZPWmUAKTn3qI085pmeaQxMfWkIJ604Ud6QxmKMc076ijFAXGY4NGDTuMdKO/SgBoGKMdacRRjPegdhB05p459abyOlKPWgaHY4o7c03OM4/KjPGaQ2xCcUA96jJyaeM0ySRTg1cES3lu0YwHHKmqG6rFvKUkBHY0pRUlZhGTi7opMpHykYIODTT9KuX8eycuPuP8w+veqJzXltWdmeqndXQhxTDTjTc0gDFH6UUuMnigYlQu2HbPapD16VVmbBJ9aAJi3zfQUjNuyoPA+8ff0psj7E3dyOKbnaVQfwjJ9zQImj4U9hmnKdxJ7VG3QIKevsKBj8E9KX86bnB60oP1oAUGpFbBBplKpxQI9U8F3Sz+H0jH3oZGVvx5H+fauirgPAF3i6urUn78YcD3U/4Gu8zWE9z3cJPmoryHHGKTNITimFsVJ1DifWo2b0NNL4FRO/vQAry8VA8hxkVHNJgZrPnnni+eFfMx1jJxke3vTAmv5zDYzOG/hqa0zuuCe74/Ksi9uY9R025ihb97sJ8thhlIweRWxZHdFkdGJb86ATLq4C0uKVeneikMbjmlpT7UtMApynBpMU0niglnfeELzzbKS3Y5MTZH0P/ANeulrgfB9xs1Xy88SIR+XP9K7+t4vQ8HFR5arCiiimc4UUUUAFFFFACeleCfFq9a48UyR7spbxpGB6Zzn+de9npXzb8RZvN8X6mfSUqPw//AFVvhl7zZzYl+6kc/Avm3Ek38CHj6n/61JK5JPpmrKgR6fFjjeN5/H/61UnPNel0PP6kZOc5NN7mlzTM+1SULSZ96CT2opDCkwKXNLTAbxS8Yo+lHJoAbS9RS96MA+1IaG0vIpcUh6UDsIX44xTcggGmsSGI6ZqGN/vJ6cigCwDzTZH7d6aH2gn8qZkmSgB61Lnj1qMGlz+dIB+aVThuelMz+NHSmFi+y/abQqR8y8isljWjbyFXBz36VTvIxHcsB90/MPoa4sTCz5kdmHndcvYgNIRRntQT6muY6RenNMJoLD1qNjg5xQA7eCducGqtzwuac5DDkZqCVi0TK33lGc+tAhzNvdFPQDJ+gqWHkmRu/P8AhUA+b/gQC/h3q2q5AGOO9AAo3EmpchRnt296MjGOijrTQNx3Hp6UDFXOM96eM4oA+b2pR0oAPal70lLQI6DwjceR4gtecBmMZ+jDH+Fenl+K8b0+YwXkMo6o6t+Rr1+QgsSOh5rKoetl0vdcR5fFMaTBqF2OKgJI6Z/Csz0Sy0nfNQvJULOx9aTMg5BB+ooAQu39wH600sTx9mH51MJpwP8AVofxpfOlP/LBf++qYGXdWwkPmCFUlUZRweR/9b2qXRroy2wRwFkjO1gOntVmRpD/AMs4l9+tZEcklrrILN+7l+Vh0A9D+f8AOjcT0Z06nOKfnPNVkf5amDUih9L2pBS0AGaax5NO96jJ570xM1fD8/k6zav28wA/jx/WvUB0ryCzk8u5Rx1Vga9ejYNGGHQjNaw2PHx8bTTH0UUVZwBRRRQAUUUUAIa+ZfHp/wCKx1M5wDO6k/qP5V9NGvl/xlKLnxDfyg8STOQR6huK6sKtWcuKeiK8/wDx62/QDyl6fSs5hyauZ36davjrHj8cmqT13vY4FuRnrTTignJozUFoPpijOBRk0nWgBe+aXqKB1o60xBR9aQkUtA0g4pcDNGcDpTd1ItDjz3zURP4U5mFRM3FIAbkYPWqjNtu17B6lL87c89ie9Vbpsxhx1RgaUnoJLUnlb51XPU1ID8569aq7i9ygz/DVpBjJ9aEGw/vTu1IKKYxRSikAP+FOAoAkQ4Ip18u+2SXj5Tg/Q1GOPrVmHEqPGw4YYqKseaDRdOXLNMye3vTSSOOlEmY3ZGHIODUZYZ615p6IrNjmo2YjuaGaozJg80AJuBODwajkU53DnH61LhXHrUbIVBx096BBbfMR6Af1q6pwMCqNucMV/GrsfPWgB4XJ56elOHFLg4HGKTB9BQMAfSlpPenc96AEz2petFHNAh8Rwwr2Cyk+0abaS5+/Ch/T/wCtXjyffr1jw+2/w7YMT/yzx+RNZ1Nj0MufvteRccZqMrUzAHvTMc5rI9gi2g9qTbgVKQKTHagQwDig8U8jimtQBA/Oc1nX0AID/ga1GHeql4MWs2Ou04piew3Srz7XZRyn7/3XA7MOv+NainNcnoUjQ3c0X8EgDfQj/wCtXURtxQ0EJcyLApc00NTs4pFAc00jP0px9Oc0hHFMQRYEg5r1fSZhcaVbSA5/djP1AxXlQUKu922jtmu28F3wmgntSzAo2+MN/dI5x+NaQep5+Pptw5ux11FFFaHkBRRRQAUUUUAUtVuRZaXdXLHAiiZs++K+XNZk8ydmPUsSfxr3/wCJGofYvCzxgkNcOI+PTqf5V88ai25/xruw0bQb7nDiXeaXYlsX83TmQHmJzx7Hn/Gqsh+Y81Hp9wI5po2Pyyxkf8CHI/rSyHnIrpTujmatIaetH4UzvTh15pF6C8Ume2aO3WjIoE2KKX8aaDjtSEimSh+aXI9KjBFOB/CkaIcx4qMkjgUpf0NRs5/CkMGb3qF2wcUrNgfSoS7DjqPQ0mwGTPlSB1HSoZH3x+YO/DinsYm+8pU96g2Kjlo3BB6qe9Q7jiSwNmdfUIK0FBAFZdqw8wgdgR+taSHgelVDVEz0diSgdKOODQKoSHZzTh15popRnNAx2AT7VLCwV6izSg80wZV1NCt4zY4cBqomtbVELRwSduV/rWURXmVFaTR6MHeKZHyKQkGn9aTA9MVBZHsB6cUHcMjrTyOaac46UCIo8iUcdavR8mqJOGB9DVyM8g0AWf1pfypvv0HtS9e9Aw/Wl/Cm4yfajrQAvvyKUHik7dKCfzoEOU/MK9Y8N/8AIt2PH8B/9CNeTpywr1vQU2eHrAf9MgfzJNRU2O/L/wCI/QvEc9jTCOae3PQ03GPWsT2BuOnSginEU3vxQAnTgU0inUz60wI3qpccxEetXH6VUk5HtigT2Oe802VtNcD7y4Az6k4/xrqtrwvskXa4AOD7jI/QiuU1NCIkh/vyk/gB/ia9O8RaUW0DStWgTkWsUcxB7bRtP9PxFU1dXOVVeSaT6mErZPWnhqqLIq/ekA9qnjYt/q4yf9p+B+VQdhOgJBOMD1NKGHPlrvP948KKdDBJPIFAeeT+6o4H4f41ZMUMAzNIJH6CKJuB9X6fgufqKHJRV2RKajp1KqQ7iZJGDleWd+FT/D+dd54Y0iGC1j1HzWkknjyvGAqn2/xrz+8kecBWxsXOyNRhV+g/qea9W0RVTQbBV6C3T/0EUUaim3Y87HVJ8qW1zRooorpPLCiiigAooooA8p+Lt2Q+n2oPAVpCM+px/SvFbx8t2r0/4r3Rk8UmLPEUCL9M5P8AWvLLk/Oa9KmrUkjzamtVsrxttuYjx98dffircvHfpxWdKcc88VqXI7jvzVRJmQLgilzjvRH8w/rQRzVEi59aOKQ9MUntQAtNOcUpx05zSUAhM4pvmY680pFNYZBxSZaGmTv09Ka0meQaNntTSh4IqdRiF8dsik8yLuCKdgYxijA/u0AN3RHuKYxTswqXC8/KKawXso/KgViizeVNvByD14rQjaqs6ZTPFLbOduD1FKLs7Daurl9TxTwKhU88/jUuc+lWSPFLTRx160Z/GgYpoB5pDkigCgCa6G/TS3OVYEfyrJbgdeK2dokspl/2T/LNY33hXDiFaZ24d3gRmkpTTe9YG4px6U0inUdqAK7d6nt2yoHoMVC9Fu2JCp6HkUCL6nIp46dKiRqmU8daBgeOO9NpxNNB5oAcBgc03O80M2TtFOVcUCJIxyB717Bp8fk6XaRd1hQfpXkUQy6/7wr2XhQF7AAD8qzqHpZctZMQ8mk/OlPJpKyPVEpKU8df5UmaYDffikxzTqbQBG44qq68Z+lWXqOVSAPwoEznNTXOpxr2SLJ+pP8A+qve9Itob3wlYW86CSKSzjVlPcbRXhl5DvvJZPXA/IV714dG3w5pgPX7LH/6CK1geXjlZRZ534m0CHw2Y5w80lrKxVWWMFkb0JyOo6H2rItdQgkfC28kh9ZXwPyX/GvUPGFot54WvkZQSkfmL7FTmvI7GIidSRgZrlxDcHobYSrKrD3nsdCJpZotjELH2jQBV/IdfxzTXBHXpihExzSSYYHNefJtu7Z2JJbFO4O3JFejeC7w3fhq3DHLQloj+HT9CK83n5bFdp8P5MQ31v8A3XWQD6gj+ldmFdpWOHHRvC/Y7eiiivRPJCiiigBKDS1V1C7Wx065u2GRDG0hHrgZo3Bnzz8Qr0T+M9TIPKy7B9AAP6Vw8xy5xWjrl9Je6hcXcud0shdvbJrHMgbuD/OvT2SR5m7bI5jlcetarMJNPhfHJUfyrGlb16+9almwk0YDqUYj9aIb2Ce1wtu/OKHGGxRa/fNOfhq0Rn1Ge/8AOikJyaAaQxGpBxTiMmkP1oKQc0winnjNNpFIYRRjtTiOKTHQ0AMI/OjGOtOwMUnX0oEMI60hH4U/vTGB4pARuAQelVSwikBHTPNWzjseKqXAAP4GokVHexcjbgDNWFPFUYpVf7gKgdic4/GrKHnrVxd0S1ZlgetKaaDS5pgFOxTeaco7ngetMVie3cBsE/K3BrJljaCVo26qcVoqccqfxqDUdjLHLn5iNp46+9cuJjopHThpWfKUJB3pvFSEZGKi6EiuM6wBOaUmkoB+lAyKQVCDtYMO3arEnIqAigRbWQYzkc1IJ17AtVKKTaSpwCOhxmrsZ46E/XigByvu4xin8j604H/YH50vPUYH4UANVcd6eKQP23Ln0yKlVJiMhHx6hD/hQA+25nT3Ir2Q/eNeOpBcMQRDMR6iI/4V63akNZ27KxcGJcMe/wAorOoenlz1kiU5NJ1pT6ZpKzPUA9fekxjtSmjAoASmvgdakxx6VDKaAIx8z9qLkAH6Y/lUsCZJqC+blx9B+lAMzGG4E9zk17noa7dD08eltH/6CK8SVck/Q17lpi7NMtU9IkH/AI6K0geZmO0UQeIDjw/f/wDXu/8AKvI7OPnNep+LZPK8MX5zyY9o/EgV5jbDaMiuPGPVIeXr3WzQBwBzmmOBjuaFIAyKYzgda4Uj0GU5v9Z0xXVeA3I1W5XnmAE/gw/xrlX5bPNdb4EQnUrqTHSEDP1b/wCtXXh/jRxYr+Gzv6KKK9M8cKKKKACs/WtPTVdHurF5WiWaMqZF6r71oVBdf8es3+438qL21C19D5/1L4Va+srNpk9nfxdQY5gpx9DXHax4S8Q6QM6hoVyFxnzFiLD81yK9Ykb5jg4/Gqc0lwnzxzzI3YrIR/KsFmcr2kjreUxteMjw92TJXMikfwnnFaWjSB7S7hBzjDj1/wA8V32pSPdsVvY7e8Xv9pgWQ/8AfWAw/OuZltbS3uX+zWK27MpBKSuVI/3Wz/OuyjjITkuhw18DOnFvczbX/Wn+VOn4frTIfluMVLdjD/UV6SPL6kANKabnNKDSGLRSE8UA9+9AIWmcdKcT2pM+1BoJ0pP1pc57Uhz60hCHJ780059ac3XpTSKAYmPakOad+PFIcHrQwIj17VWuBnn0wKtECoZRkH61DGtyuHERVugPBq4jccdPWqW3ecYzWp9iC2UEock+XmQenJwfpjFZqXK7M0cebVCq/HrUg6ZPAquH2jpt92rpdF8F65rCCeK0MNqf+Xq8PlRj6E8n8Aa0c1FXbJUHJ2SMQH+6PxNSxQSTMAoLZ7mvT9L8F6FpS77gNq93j78oKW6H/ZTq/wBWqe10SxsMvFADIx5c8mvPr5nTjpDVno0MsqT1nojgYfD04tnmmBQKhI3Dn8v8a5GRmdyzMWY9yc17PfQrLG8R6MCK8dvbc2t5LAf4GIrnpV5VbuTOjEUI0bKBCD6Ux17ilFOPI962OYhzkUZxSH5T7UtACN0qE9amY8VCevNADBhZ0Y8AEc+lesaJ4E0S8sYrme/v7neM5gVIo2HqpYFiPcgZ9K43wj4VbX73z7hSLCFvnPTzD/dH9TXtttCkMSxqqqoHAHGB6VxYnE8j5YbnfhMKprmnsY9t4E8MQgZ0+4mP/Te8Y5/BQtXotA0O24h0TTUPq0HmH83JrSwQPSmuRgnvXG8RVfU7lhqMdolZ3a3XFuy24HQQRpH/AOgqKy5rnUWf5dW1BR7XLY/nVy6kNUSfmxmmpyetx+zh2Ltrd6hFGpk1O/lLA5WS4Yrj6ZpmBRwFXv8AKKQfSu5bG0IRitELxzTaCaM9aosM+ppQKQGl44oADwDVdzlwBUzttFQxLukzQBZjG1c1nXTFpT9RWoxCxk+1ZEnzOaAFto9xb8q9xhQRwxp/dUD8hXj+k2/mXtrERnfMg/8AHhXsgrWB5WZPWKOX8eTeX4dKZ/1kyL/X+lcDAML7V2nxBfFjZJ2acn8lNcdFwtefjH750YBWpXJAeD/WmMM9ak28An0ph54/KuZI6ZMiKdK7TwGmFvX75Rf0JrjWAAHPAru/A8eNKnkx9+b+QFdeGXvnDjH+7Orooor0TygooooAKhuBm2lH+wf5VNTW5Uj14pPYEeQP95jjOCarshKEkY781euIzHdzIeodh+tQsox9fSvEekj6ODvE4bU7i8kumktnK2wIUAoMt6nmqc7xOoJIDntnPNbutaZcBs2MQKklmXIXB9Rn1rIu7ORYOnlkDGG52iu+lKNk0edVjK7TOblXy5z9amvMfIR3UUy6Rll5IJ9RS3HMER/2cV9FB3Vz5mcbSsysOtOH1poB9qcD7UyWB560h7UpPSk9jQCDNB60Z9aTPPFBYhpDzQaMe9IBCKD6c0pGabj5vWmJh+VNIzTqQgdaQEZ+9Ubd/rU2MHkVFJ6e9SyiFI8NmtSZ2ikTY2Ckar+nNVoowxVeOSBVi6bdcSHtuNcuI6I6cP1ZueHL7y5N0UUCXCn/AFghQsPcEg4/CvRbOeW5RJ55ZZpCPvSOWP615PoOTqiKATkHNetaegW2VTxivHxjemp7uBtZ6GhwV9zUTt1yCB6VITnjJ/KoZSQORivPR6DM2cFpMAd68x8WW/k67KcYDgNXqe0FzmvPfHsHl6nDLg4ZK78K/fsefjFenfzOPPSnKeKa35UinBr0DzAkXIzio88VOeRVWX5Wz60CFNXtF0afW9Vis4cgH5pJMfcQdT/h71QRWkZVQFnYgAKMkn0Fez+DfDY0TTR5yj7ZNh5iO3oo9h/PNYYiqqcfM6cNR9rPXY29K0230+0itbeMJDGu1VH9fU1rIm0cCmQpipsYH1ryNW7s9ltJWQ08DvVWZuT/ADqeQ4FUJ5KdhFeQhjVdl3OAo5JxUmeeTRGPvOfoK0px5pWGkPPXjp2oApM07PFegajc+lJ3paOfr9aYABTjSL16UPwOBQBDMcjFSW6YFQ43tVxBtFAEV0+2IiqPl5kRenQ1ZuD5kgQU7YPtR44CjFAGt4biV/EVgrcAOW59QpIr1EdK8gsLhrfxHo5BwGvEQ/Qg16+Olaw2PGzD+KvQ4r4hgi305+wnYH8VrkkGB712vxBj3aFC+OVuF/UEVxUXzRAjvXn4te+deBf7kkzxg9KMdgKXt0pOnIrnRuyJxng9a9I8JQ+V4ftz/fLP+Z/+tXm55Jx1r1nTIPs2m20GMbIlB+uK7sKtWzgxstEi5RRRXaecFFFFABSHpS0UAeY69bm11y4THBbePoeaogZXrXUeM7TE9vcgfeGxj9Olcwo715FePLNnuYefNSRUmTOeM1yGq3qJeyQmJwq8bzj88eldrN6Cuc1WwhmmaaRdx27cHkfX61VJpPUVZSa0OHvUAc46Z45qF8m3jP1qe7s/skjorExnkA9jUB/49k+pr6PDT5qaPmcVG1RlenA/5FN/n7U5a6DlYHimk80pHr1pD9KBITNGf1pPzo7etIsCKBmg0ZxjigA5AxTMfX3qQ8imcg0AJmkP+c0pNJjNACjg8moiAWH4/wA6l57UwDkH60mgLVmoa5iBGcNn8uaifJJPc81NaHbcR9PvAfnUL8DnmuPEfEdmH+E2PCkPm6rvPRRXqNscJjH/ANavPfBcXzyyccnFeh2/yjA6e9eJjHedj38DG1O/ct5IGM9agn6U/PHb61E2W6muVI6pFfHzVwnxBP760B64Nd8R83Neb+PpQ+sRRj+CP19a7MKvfOLFu1OxyTfnTDTyaYa9E8sdnIqCXmpN2Bilht5Lq4jt4VLSysERfUnpQCVzsvhroH2u8l1adMx252QAjq+OT+A/U+1etRRAYGOBVDQtJi0jR7axj5ESYJ/vN1J/E5rYROOK8etP2k7nt0YeypqIqrjtmhmp3AzionbbmpLvchmbArMmb5jVqeT5jyKznYuflznPSkUhrhpHEa/5FTngBV6AcVDG6jIUgk8Eg/pT8nnNdtKnyq73LiuovendqYvXinZ4xWxY3POaM9gaSlB56CgQ9fwpspOPenr9MfjUTHcwFMB0SEDOKmJwDTFIApCaAI1XMhanuNkqt6gik8zbximzsTAp7gg0ARRyquu6VI33Y7tHP0r2wV4M53z5HZmx+AxXu1u2+3jc/wASg/pVwPIx695M5vx9z4aP/XeP+dcNa8xiu38fH/inVHrcRj+ZrirUfuhXFivjN8F/C+ZKwwtRnFSNULnFcyOpkun2xvNVtrderyAfh1P6V60Olef+CbTztVluSPlgTAP+03H8s16D2r0cNG0Lnk4uV527C0UUV0nKFFFFABRRRQBk+ILP7ZpEygZdPnX8K88Udq9XYAqQRkGvONXsTY6nLFj5Cdy/Q1x4qF7SO/BVLXizNkTK81i6gnWt/HHIrK1CIupOOlckdzulqjz7WBhgffrWVj9wBz1NbOuIVDD05rFQ7rdSPU17mBl7tjwcfG00yEilFDcE0L+leieWwbimE/Wnt0yRTD+VAkJ3pab+FKB79fekNMTPPWlB9xSYox70DF7deaQ9e5pTx9abnJ9aBjSAfWlH0pRSj/PFBNhccVGBknGOtSMSRzTFzlhj0oGmSW7f6fbID/FuP4Cmvmlsvm1LcP4FbH4KabJXDXd5HfQXuna+C4sWJcj7zGu2iHGQTxXI+DR/xKkI9a7GIDnNeHiNajPoMNpRiPI46UnbkU4gk9OlJzjmskjVu5Cx9q8j8WT+f4iuiOikL1r1qRsFuwAz1rxXVZRNq11IOhlOK7cKtWzgxr0SKRPOaYTTmP4CoxzXaecBHSvQPhv4fM9y2sXCfu48pBnu3Rm/Dp+J9K5fw7oM3iDU0tY8rEvzTSD+Bf8AE9B/9avddOsYbG0jt4I1jiiUKijsBXJiatlyLdnbhKN3zvZFpI+nFSgY+lKOBSMwxXAkei2MdsCqc0vBwcVJNJWZcTdqBpEMzfMTnk8Vz3inXholh5UL/wDEwuF/dj/nkvQuf5D3+lXtY1eDRLE3MwDytkQxZ++3+A7mvJ768n1C9lurmTfNIcsT/IegHYV14ajd8zOTFYjlXLHc7zw9fNHptqGJKFMHPsTXVRncoIOc1xmgQE+HILlWBAmeNh6dCP5101hcgoEYjjpXRK19Drw8r01c0gaUk49aYD6UuTSNwpy0gHrThxQA4sAKjUc5NK3NA9aYC8D601zjinnpUR+Y4oECjcc0lwcQ8+uamUYWql03yY9eKAKYBLoo6kfzNe7wrthRP7qgfpXhkS5u1HZduf517fZTrdWcNwmdssauAfcVcDycdujmPiC2NHtV/vXS/orVyNsAIRnkV03xCc+Tp0fYzO35L/8AXrl7YnYQc9a4cV/EOnBr9yTSEYOKqyNUrtg4FRKjTzJCnLOwVR7k4rFam7dlc9A8G2n2fRBKR807l8+w4H8q6OoLWBLa1igQYSNQg/AYqftXrQjyxSPCnLmk5C0UUVRIUUUUAFFFFABXP+JtO+1WYuEH7yHk47rW/TWUMpUjIIwRUyipKzKhNwkpI8vAqCeIMprZ1rTjYXzKmfLb5l+npWbxjFeZKLi7HsQkpK6PPPFFoYSWx8jfpXI2xzb4PUMRXrWtaYl7ZyIRnI/Ee9eSmN7W9uLWQEMjn8QelelgJq9jzcwg7XGP1oSmuRupyV7CPEkI1MPIpznFR5HHPFMgUc0vSmikJoGKcbqMim5NH9aAuPJHpSE80nOD1oxQK4ueDxSg8UDP4UAUxXA8n6UzIUsTwMZ4p/tUE7YO314qW7FRJtMcR3Adu5AP4nmnXMZimdP7pIqG2z8gH8Uqj8uatah/rt395Vb9K4q62Z3Yd9Dt/BLA6bt7g4rsU6YrhfAbloZE7K1d6i+leHiF+8Z9BhnekheQADSOQBTiDUb5/wDrGsjUpajMILCeQ9FjJ/SvEJH3yO2epJr1nxjdC28O3BBw0mEFeR816GFVotnmYyV5pCN1qxpum3OqahFZ2ib5pDxnoB3JPYD1plvBLdXEcEEbSyyMFRFGSxPavZvCPhSPQbPMoV72YDzpByB/sr7D9Tz6Vdasqa8zOhRdSXkXvDegW+haalvCNzH5pZCMGRvX6eg7CuhRF25piqEHtQ0mEz0rzG23dnrJJK0RzMAKrSS4B5pkk2B1qjcXAUdaRSQs84GRWJq2rWuk2bXl0+FHCqOrt6D3/lUOs6/aaVB5t0/zNxHGPvOfb/HtXlusandazd/ablunCRr92Meg/wAe9dFGhzO72ObEYhU1ZblnVdSuNYuzeTtywwqDoi/3RVBh7Ulu3y7TUzqCteiklseU227s6fwzdldPeA52iXP5j/61dLZxmR8iuT8LjdFcr6FD/Ou40+IpzWctGexhG3TRfQEIMnmn9aB2pcVB2hjHtS+9ApcjuKYhM0D3oJFGecCgYMaao54pc0oPrQIVjgVmyv5lxsHQfzq1cy7YzzzVSFCJEY+5NAN6BnYJGH3nfYtexeHMnw9YZ/54gfh2rx18CWME/KpJP+fpXq/gq9Oo+DtMumwC8Xb0BIH6CtIHk416JGJ8QCGuNMjz3kb/ANBFc4F2JkHFbXi+4Fz4jEK8i2gAI/2mOT+mKxWJxz0rzsQ71GdeGVqKImf5uea1vCdp9q1+FiMrCDKfqOB+prGY4JrsfAUIxeXGOSVQfTk06EbzROJly02dsKKBRXpnjhRRRQAUUUUAFFFFABRRRQBj+IbIXWnM4HzxfMPp3rher4NeoMAykEZBGDXn9/YmzvpYyOA3y+4rkxEL+8d2EqWvFma428ZODXnnjXw/IbgapZRs7KNsqIMll9R7ivR5huPTiq7pxgjINY0qjpS5kdNSkqsXFnhHmhuQcipl+7Xa+L/CSSrJqFgnlzj5nUdJPr6H3rg4Zg8eense1e9h68aquj57E4aVGVpEjGmZ9DQzZNA5rpORgB0opRScdKCRO5pcUUUDE96UHFJR3oEOyKXIpucfSk9KYDy2f/11UlOZB7CrBOBVcjMh4qJFxLFuD51sP9ssf5Vd1JfkgIzwu3+R/rVO3+a8jB/hA/xq9qGWtYm7bj/IVz1vgOmg/eOn8BD5JT/tV6EnA5rg/AS5s3OP4675QdvSvAxH8Rn0WG/hoY5xUMjcVK/eq7nArFG5wvxCvgLa3sxjczbz7Vwlraz3t1HbW0TSzyttSNBksa6XV7e98U+LJLSwhaVk+TPRUHdmPQCvSvDPhSw8NQ/ugJ711xLcsOT7KP4V/U9673VjRgl1POVGVao30KnhPwZB4fgE1wFm1F1+eQcrGD/Cv9T3+ldXkKuMUDue9QvJt4rgcnN3Z6MYKK5UOeTn2qu8/JFNlfA681QurpYgcmiw9iS4uAoJzXHeJfFsOkqYkAluyMiPP3fdvQe3WsjxJ45CM9tpjB5OjT9VX/d9T79PrXAPI8sjSSOzuxyzMckmuujh+sjir4pL3YFm8vbnUrxrm6kMkjdz0A7ADsKlQg5U9DVRMZ5qx/CD6Gu1Kx5zbbux6go+D1qweVzUR/eRhu4609G+XBpiOq8FQ+dLdjsFQ/rXfRoEUAYrkPh9Fkag+Mj5F/Umu22jurD9axnue5go/ukxopxHFKEX++M+4xTjGx+6QfcGpOqwwelBH480GKUdj+Apu1hwQfxpiEI5pRigj3ox70AGcd6azccUpHHt61E3TjFAEEmZZAOw5NSEdT0A6UqoeoH6UyaZUBywwoyxJ4A9zQDWhheJLw2unhFO2Sc+Xx2HVv04/GvVvhfcqPh1ZM7ALCZQxP8ACA5P8q8D1XUBrWqsyORaRp+7Yjt3bHqT/SvWdIuI9N+H+m6PayebJdR/aLiQcbUc7tv1IwPpn1rWUlTp6niVE61e0dhJLk3d/cXbA5nkZ8HsO36YphYc5p6w471FKuBjFePdt3Z7KSSsiCfgjvmvSPB1p9m0GNiMNMxk/DoP0Feb8kgEV65pOBpNoAMDyU/lXZhVq2edjnZJF2iiiu480KKKKACiiigAooooAKKKKAErlPEygX0RHUpXV1x/iOQNqOAc7VArKs/dN8Mr1DDkIHQ1mz3YhnAc/Ke/pV+4JCk/pXKazqlkttMtxJ5TIOTnaymuK1z2YJLVnRyoskR4ypHP0rxDxDpsmh+IbmB/9TKxkhbHBUn+h4Nen+FdfTWtNfa+54G8tzjHbIP4is/xloratpMrlMS24MkR757j8a1wtR0atmc+Mw6r0bx6HmgbPNPGOveqlvKWGDwRVgEYr6GLufJyVmSjP4UnekB49qM1RAfWl7e1JmjP0oAXjoaSk+pxijPNAC9aMUZ96DxQA1zx/WmxLzjuTihjuagZVZDjoP51LLRLaHdcO+Tnk1pSsHsCh5IjJPtjpWdaDYhbtjFXwn/EtnkY9UwP8/lWNT4Wb0/iR2vgaPZpcZOQGau03YWuW8JRbNHtuT0zXTMcjg49q+cqu82fT0VanEjkPJqOOLz5liI4bg/SldiOKtachZpJCOgwPxqF3NH2J7KytrKExWkEcEZO4rGuAT6n1PuanZV7UobaMU0twcmp1erK20RE0nzgCqks2ZSKkdgHJHas64njgSSeV1SNAWZ2OAB3JppAF3dR21vJcTyCONFLOzHhQK8h8S+Kp9ZmeG3LxWWcBehk929van+LfFsmuTfZrUsmnocgHgyn+8fb0H9a5la9ChQ5felueZicTze7HYTbRipgtJtrpOIYn3qsxfMGWoAvzVNGdpz6UASRMUbHapV+90qOQYIcdDT1INAHX+EtfXQ4LsPpqXiSvHnMzRsvXoRkfmK6238ZaDc/6yPUbI9DuRJ0/NSD+lec6eMxTLuwuAWHrg8fzqK/uIrePbGcueDVxpwktSliatLSLPVP+Ei0BiAuu2HPQTF4j/48uP1q7BLbXX/Htc2dx/1wuo3P5Bs14fFEzsZHwSecDtVloIMFmjXK89OaPq6fU6FmdVbq57e1ncIMm3uVHr5ZIpm7acGXB9CK8btrye1kUWl7cW+AOYpWX+RrXg8YeI4UATV7h1BxtnIkB/77BqXhn0ZtHNf5onppPuh+opMKf4FP0NcDH4+1WNQZ7PT7nHDE25jP5owH6VfT4gwgHzdCAb1jvWUfqpqHQmbLM6L3TOsZQeAi/iabtb/ZHqa5J/iBGeItDXP/AE0vXbn6Ko/nWdd+NtVmQi3gs7QdN0URZvzctj8qaoTCWZ0VsmdpeTW9lbfaby4WKDoHlbaD7ADlj7DNcN4l8RC+jays1ZLXHzyOu1pPYD+FfzJ746Vgz3M1zJJc3c0k8uw7nkYsT+fSmaxOGlwrOSvyHcMc8fpWsaKjqzgr46pV0WiLnh60k1a9htY8iNWYzHHRQ3H8/wDOK9btLeO3iSONQEQBQK5bwPpQ0/R1nk5muT5pB/hBHA/L+ddhAN3fpxXk4qrzy5Vsj1MHR9nT5nuybGV9KrvjBPoKssMKaqTNiNuK50joZEDzzXqHh+bz9DtHPaPb+XH9K8tU5ce9el+FDnQIPZn/APQjXbhtzzsavdTNuiiiu080KKKKACiiigAooooAKKKKAENcB4iZl1Wfb2bp+Fd+a4bxZZzxagbormCQAZHYisMRfk0OrBtKpqZAImjwOtebfEDRbltt/FEXjQbZGTnaOxP+Nd8HaLLKfl9qjuXjuoHiLbVdcNjrjvXJTq8klI9SdJVYODPNPBUc2k3n2hXLRzriWIDgAdG+o/rXpRt01GAs0jFGX5dpwD/jWRb+GbG0ZXtppY8cYZ9wI/GkurnTdGRw1+9tGcsxMvGfxz+Qpyn7Sd1uaU6apU+V6I8s1/SW0PXp7QkFAd8ZB/gPSq6HcAR0qPUr032pXFwbiSfc52yS/eZc8Z/CiH5U5r6Cg3yK+58hieV1G47E31pe9NBzTge9bnKA9KWjtRjFABSUdaXGDTEIOOlITgUtNJpDQg7mkbJVvcilxS9MjGcgYqZFxJYs4VB1rTkheWyWGIMzuyqoA65YD9TWfaIWlxn5QMu3oPSuq8MojaxG0n8GZFAGcsB8o+mcflXNXlaDOvDx5pI7nR7Q2VjHDJt3IuDj1q43U4HHrRGoUAe1D8V843d3Pp0rKxCw5zWnaL5VmuerfMazM7nArQMyq2z+6AKOhUFdkxbjPNQs+5iDwBSGQsQOwquzhVxnljQNhI3yE+przT4k61jydHhfria4x/44v9fyr0WVhnDnaqDLH09f0rwPV79tT1m8vSc+dMzL7LnA/QCunDQvK/Y4sXU5YWXUpds1IvUUgHApRXeeWSrS4pq1J1FADdvegHr+FOxxSAZyPbNAE0f7xCh+opY+uKiRtrAg9KscM2V70AaVgy7ZA5IXYSfcVj3v/HwARwo6+orQikaGN5MZKqTgfSsm8IEhzk+ma1g9DOe5bgJcAZOfrV+KB2OM8dMHvWfaSZVMjp0PpW3bkjg9MZrRGZDHEUm9QOfrVgxfuySoIBqZY8yZIxxkE1KY1BUBc55qriKojUoSAPvfXAqNoSScDg8jPHGKuLFwMkDFNaPeuCRnvRcCk8eGLF8YA5GPTrULAnKnOWwc1pNGEYk8kDJzz+FVbxQpyq4POMCi4GfNyJQWwSh6CpJ7Jr3XYrSPrNMc8k4GeTz7ZpHkyjMDncVXkdMkcVteF9tz4hmuJXyyJgMTu5Zj3P0rGvLkg2dGGh7SpGJ3sJFraZJwoGB7AU7QdTW+jklVvlDlcVHd28l/NBp8Gd11IsKkdtxwT+AyauX+saHf+JGh0UuVt4xBK2zCMU+UFT34GPwrxVBuDmfRynyzVM0mfK1UmbABJwKkMu1eaqSSiR8A5rNFtBHkzIM5Ar0zwiwbw/B7M4/8erzSOQs3lopLuQqgDJNepeHtOfTdHhglIMmS7gdASc4/CuzDLVs83HWUUjXooortPMOf/wCE78H/APQ16H/4MYf/AIqj/hO/B/8A0Neh/wDgxh/+Kr4gooA+3/8AhO/B/wD0Neh/+DGH/wCKo/4Tvwf/ANDXof8A4MYf/iq+IKKAPt//AITvwf8A9DXof/gxh/8AiqP+E78H/wDQ16H/AODGH/4qviCigD7f/wCE78H/APQ16H/4MYf/AIqj/hO/B/8A0Neh/wDgxh/+Kr4gooA+3/8AhO/CGP8Aka9D/wDBjD/8VWJ4q8e+F08N3jWviHRrm42fu40vYmJbPoGr47oo0DbVH0JbeLtDuLdJv7VsYmb70b3CqV9uTUNzrWiSZMWvaZGe4adCP0avAaK5pYaLZ2xx00tUe3zeJ9PRVRtcsG3cKEYY/QnH1Ned+Ir6a91AyzzWpjH+rWK5jkAHrwTya5SitaVKNN3RlWxM6q5XsbULW5wTLFj3bb+lXhPabcefGB/10FcvRXZHEOPQ4JUFLqdX59mV4u4fxYUedajpdQf9/BXKUVX1p9iPqq7nVG5twf8Aj5g/7+CpASVDKcgjII71yNdxb2OpQaXaSy6berC8KMkhtn2spUEENjpWtKtzuz0MqtDkV0VgpAzRzUhmQECQAH34pPMjJ+UD8K3vc57ERzThGxGSOPU05pQvPA/IVbg0u/vIfPEOy2z/AK+dhFH/AN9N1/DNJtLcqMW3ZFFio4+8fao5C4VZChCHdyBnpjPNbMY0uwBdVGqTqAckNHboc+nDyf8Ajo+tZ+o3dxeM0lzJuIUhAAFVB2CqAAB9BWEql9jojStuSRk/dQ/Ihzgdz0yf88V3Xg2zZopL51wH+SPPcDqa5/w3oZ1K7LYPlAK7MegyM8ep/wD1+leo2lpHBAsUaBUUYAA6V5WKr6ciPZweHs1NiqTge1NZ92R0NWXUYxVZ46849MijyMnv2qeGBidztnvTrcBJCW6YqvJfCSRobfDOPvY5202XTehO0g83aPpTJSkLl2IJUcD1NQYaHEkz49McVVnvIIoXmZgkUYLu7dAAKFrsOVtzm/HmvfYNINhE/wDpd6CGIPKx9z+PQfjXlip6V1OsQ6dr+qS3ya8sMsxG2G9tXQKAMBQ6bxx74qkPCuqSf8ef2O+H/TpeRyE/8BJDfpXp0qfJGx4Ver7Sd+hilTjoaQLzWtN4a162XM2iaki9cm0cj8wKz5I5oW2zRyRH0kQr/OtDERV/zipAjYohSWU4jSRyemxS38q0YPD+tXTBbfR9Slz/AHLSQ/0oAoBOvqKaR84INb48DeJ9oMmi3UAPe4ZIR/4+wq1pvgyCe5SDUvEWlWLu4VY45ftDdMnJX5RwD39KAOXx9TVqztbi7uUgtoJJpnOFiiUsx/AV26ReB9OuIobbTr7WGZtv2m9uPs8OcE52KM4471KfGVz5LWujSaVpFuRtK2Fu4c8gffIB7+1UoNi5kji9asptKll0+9TybkDEiFgSnHQ4PX19KxLg7/KbduyuM4/CtzXVQ3aMknmbwdz4xk98CsV15z2HPPrW1rKxi3qXbXbuUEe3TtWtbYLY2n0rKiPI4wcZGa04BtXHUeoq7El6PocjORxkUq/N05JznJ6e3NJbuAAQobPGDzT9m0nHTk896QCjBzg4wDk7u5p4cyN2A47UAHZwFPoQef8AP+FMIZWHHQ9+/wDnmgAZSzvjGBwSOtVbhRtJ65OMAZzU4G0lyeneq0rfuwy888ZP+fWgDOnO3y1GcNKCfqOf6CtrwfZXIvbm4dSVVEV89Tnn9Kx541/1kjEIqEhh6kY/r+ldF4Pv5IUuLGN4FLHegdTkg9fr0Fc+Ku4Ox3YDldVXNq/8R3Wg6xZS2DJ9pRywEi7gFxg5H44ratLe0uNTn1SyhMEN8qXDQYx5UhHzqPbPI+tc3/wjxk1c3s9w0pb5SGA557egrrfNW3gyuBxwPavLlK0ORHvKneftHoyrf3X2cHJx2qGAlE8xieagjBvrotIcxRHJPq3/ANauj0Dw/ceIL1JCjJYRkF5GBAYei+p/lUQg27IVSqoRvLY6HwV4fZimr3XfPkIR+G8/rj8670DAqOONY41RFCqoAAA4AHapK9KEFFWR4FSo6kuZi0UUVZB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV3mk6hf2dlbm3vr23AhTHlXDoDx7HFcHXoOlW4/s+yIByYVbr7CtaS1M6mxoxeLfEQQBtYu5Ez0nKyceh3g0j+IL2QETQ6fIePmfToCT7/cqoYMAbV/+txUZgYgKFPJAGeM5rflRldlg6rfA5jNtAezQ2kMZH4hc1RnmluJWkmeSWTGN8jFvwBNS8oQuwAjgsOf896hYEg4yOSBjkGnZATwRFkmbEm4oM7D0Oe/tWbFBNf3sVjChaSR9o/Pqfp1qwzN5dwwBUYj6uR3bp69K6P4e2Yee71B0y27yoye3dv6Vz16ns4uR0Yal7Woonc6NpsWl6dDaRsWEagMx6sfU/lWyi9Koxyqsyp3rS4C8V4jd9WfQuKjoiJ+tV5DyTU8hxzVQnrntRYTHbPMUxklVYYyDg1Se4g09VtbOEFv7q/1NSXs3kadPMGKkRsQw7V5ba+JdXhQ28c4YZIVnjDMPxP9a6KdB1Voc1TFRoytLqd9f3EVhD9r1S6G4jKxg/oF7155r2uT6wTHgxWoORGD1I7t6/SlkaW7l864kkeU8lnOTTWtty8r29ODXdSw0YavVnnYjGzq+6tEZ8MS/KQv1NWUgjLAOgJzzu/+vViG1baOMYGacsI3g8nJ6+tdSOFjYJbi1A+y3NxA2c4hmZOn0NaUWt6+iHbreo8DI3XLt+jE1AsDgLkZJJHOafHasT7Y9M+/+TTsguyy3iPxDwv9vajjH8M7KP0IqrLqup3TEzalfyjHIkuXI/VqlW3UKBtHPC+vHNUpgsMrEKACcHvTSQrsjiUNcQ7sFlnjJJGTy4HU09Ygk6hlyB13EMQPfFR/dZWIBbzU7dfnFSyO7ne4IbnAKhcdOw6fSi2oX0LMaiS7gXjG5gM8cFG/So4YQ0zxswYbN6nOeBzjNS2xDXUBdvlEy8dMZIGf1qOKGaGWSKTIkAxyepHGQfQ4oe4+hi6k+6VA3JVTnHqTWdHGJZN2cLyTz0FdTcaTpUvg+61a0k1I3ltdQ28v2koI3LqxJVVGRgr3NVPD2ipqErPeySwWEW1rqaIDeFLbVRM8b2YgDPox6Cs+bS47a2MqMhkUg8djWnb/AHRjAfOKh1iyi0rxTrGlRSSPFZXckKNJgsVU4BOAB2qS1UFOhwefSmndXBqzLsfzKPlxtOeDnNS7CIiFPOQMnvUUR+bgcZ54/Kp0HzkEnk5OR+f60wAb/MI3dWxj8KdsydxxyM4GOvTrUYbewA5IP4Y+tPLNISACFXsehoERyvuBJI69BgmqUinbg44XPXrV3YScgdM496q3AIxsBznJ4wOKAIZtrWMjTFSzYVAOM88n8hUUQdJjLGSjqxKkdsVZnEYtf34/eKQFX1H+TW34T0Vda8Tafp0gJjmn/eD/AGB8zfoCPxqZbFxdnoem+GfAt3q3hqwv7++e2ubiMSNEsQIVT93v1xg/jWhdfDOZ7dxDrLeZj5N8GBn3wa9DVQqhVAAHAA7U7muJ0YdjuWKrfzHnGi/D25hmjTUXgFpEcmOJixl+pwMCvRERUUKoAAGAAMACn0tVCCirIzqVZVHeQUUUVZmFFFFAH//Z", "path": "003785.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
003786
Men Tshirts
{ "bytes": 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", "path": "003786.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003787
Sarees
{ "bytes": 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", "path": "003787.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003788
Sarees
{ "bytes": 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", "path": "003788.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003789
Sarees
{ "bytes": 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p4Hc2rj+laFuP9EhA5Hlr/KuzB7s8HO/hh8/0MWdcOxPTca2PBWonR/HGmz+b+6lkQZ/2JPkYfg2ay3QyIwUEsTwPU5qqreXPbXKAhYnDoP7u/wCcA/R0cVrVlZpdzDB0+aEp/wAtj63oqjpV/Fqml219CQY54lkX8R0q71rmPYTuroWiiigYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAleF+P9NXQ/FUzRqRFdr9oiUf3ifmH58/jXulcF8QfA1z4qksbyyukjuLUMrQyD5ZkJBxkfdOR16c1UZcruZVqXtI2PN9OtJ76UFVMkh6u3Rf8K6i28PQQfNM3nN1II+UH6VV0aRbdRaeWyTRtsKEYIIOMY9a6d4QIEnMyKicyb8Bfpn8+a5qlec3ZaI7KGAo0UpT95/10OM8caNbaj4auIhAhnjXdEcD5WH+NeK2F1O1wssUrQOnIZeoP+Oa+jrqeaezuWtre1tYtoG67baZVz029vxxXj3iHTbawlGo2MVsOgmW0l3pu/vbeqk9xjHpTw8l8Mgxd2uemtUU7JLLUdSRdc1BkBwQOx9s9F+p7mukmv8ARY5ItP09LZFPAeXhB9T3PtXO2mmW148d3cR7pO/PH+RT9XXTZpEheL54xhmH8IP8IUcFj2z0roqUbq7dl2OLDZh+8VNR5n1f9dDoZLrQvDsL3Mlx9p1BsqjRgfJnsijp9etYmiapNretXDzrtiSLCJ1/i7+9Ui4mdUjswkOPKSOPliOpRW7sf4n7e1a+hQAvM6wRRl12iRSBnBxtQf3R69zWVGNpq505hUcqEktERX8SiS9JQMP3wX2IjTn9aSdFZbhQgLKLok56jelTXpVZbsYY5M4BA/65Dn2p8kitFcpgb9t5z65dP/r1i9zogvdsSXiBbe5UsE/4/OAM55TipLsSGW/yRt/0zA9/LTNPvY1/0zI6fbcZ9fkp98UBvVJAbde5/wC/SYpFle5jc/alUhT/AKYSOvHlRnFWLgZkuMnI3XOPTm2U02fBS5OeP9L5x/0wSpZctLIoP8c3/pIv+FESZbCQECCE+qL/ACqO/QfZ1z/Elznn/pg1TW+HsLf1MS/yqG6wYIxjkJcj/wAgNXpYj+EfLZZ/vn3lW9TfDc8KSDM3J/6do2/pxUozHqLheAt0CMf9fMf/AMVTLkBYZ8qTzKPXrZrSuoS8lcYyZgc/Rrdv5k15x9UNslDfZEJ6xxKc/wDXKYVJpzE6dCrEnESEE/7oqG1Ei3ds28FFVMjH+zOAf0p9mdtnZt2aFVyPpXZhN2eHnKvCHqyuqsYmKnByQD6HsaztuzT28x2OYyVPbJ/ep+O5XX8a14kzZ59WJrMETCSWErhMEA7uvWRQB26SLn3q8StFIyyqd3ODPfPhPe/bfAducnEUskYz2G7I/nXc9q81+C1xG/hO5t1/5ZXbH81H+Br0qspbnoU9IpC0UUUjQKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKp6rdfYtIvbsHHkQSSf8AfKk/0oA8pGoWuufEnWltkCQWQUeYozvlHyk4+ufyrSsphq0s9zIwWxtX2QZbA3A/NJ785C+mCe9eQeGdel037bHlRJex485v4ZOSMn0JJ/Su5vNQksPBtnHG20yQxRsoYj7wycjoe/NYV4uMjbC1PaxWupa1GRvEV2yZcWCnEUQY/vP9pvXPUDtWfqng2CSyZ7dFhuEB2Mo/Q+oNdNolskdmkpALMvHsKvyJuFct2nc9PkXLynh2nyyyTzaZHuinjkKtxlkGf4R/Ex7D8TxWnDocCAOCSzAshDg8D7xVjx/vSn5R0XJq54+0EWl8mtW64U4S5XHBHYkdx2PrxVW3vXeIPueXzGByACxYDjOeGcD1+SMdia7HVc0mebTwsKEmorcnNrFbxl2AlwgURR7lUKegP8SofT78noBUNhdSLdXEj24BHyNL5e07uyY6KAOiDp35qaC5Z3RImbDKzq0TfM2fvFXb7oP8UzcnouBTLNbeWfbHhhGuVdSRHjPSNTyV9XPLH2qqV+dGOOt9XdxJB5gupG/6eCR774TT72ERG9KYHy3v5CRKrTlxFdEcDFxj848/0qe+lybzJzgXn84zWNtTqi/dFupSILsydW+2D8SEp9yuZ9QkzwReAf8AfpDUN66yLdFgRlrvA99qYqSYFWu1H3MXY/HyENIoknjXbcIhKqrXRGO/+jKcVI2PPPQ5dyce9mKa4LmbAwC8/B/69VNOAPnc/wB8frZGmN7C2n/HhbnH/LJP/QRUV0U8kEfe2XHbt5D/AP1qktOdOtf+uKf+gimXfFqnoEueP+2Df4V6Nf8AhHymW/7795Xud3lz7CQVMhBHOcWa/wCNJNlJpyD03Ee3/HuajmeTy7gyJkkT8Lzj/RkH+FS3g2y3YPBCyj8ltzXnH1TEUP8Aa0TAxvUE9/v3Kj9adAgfSICpziJcH3AFEbMdTiG0Y+0qpPpiebt/wMVHpTk6ckR/55Bh+PH8xXZhN2eJnK9yD8yaFQ1hGQexz+dZt6XiRZo8Eg7SCccg+Yv4/K4/GtGyA/s9OeOf51Sud4lCR43ScR56eYp3p+ZXH/Aq3rq9M87LanJibd9DtvhLr8Nh4qudIlJjS/UPDu6MwG4Y+qk17pXyfDJPCsF1bECW2ZZYXTqoGZFx/wAALD6xivpbwxr0XiLQbXUYyN0i4kUfwuOo/r9CK5Iu6PekuSbXfX/M26KKKYwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBK5zx5dix8Ca1Mf+fR0H1YbR/Oujrzj41X/wBl8DC2VsNd3UcZHqBlz/6CKcdyKjtFs+fEAzjsPWujOsC98MW1oIxHNbkYy3+sAzjnt9K5rBlkWEZwRlyOw9KuTO0cJUYVSMAZ5b/AeprWcFNa7I5KVWVFrlV2/wAj17wxqUd1p8Dqd0ZUD6V0LAE8dK8n+HV+1jqz6ZcP8lwPMjDdn6ke2RzjtgZ6162SNmMV5k42eh9NSnzRu9zI1ewjvbKWCVQyupUg9wa8ghWTSr250q9G3y+EeXhDFnIz3299o+8ete3yKGU8Vy3iHw7Dq0A3fLNH80UyjlD/AJ7UoO2jCrDmV1ucMRlZBKQFIDyCbpjs8uP/AB2IUWsVzHczSvuAdBgy/wCtIB6sP4eOi9qntrSfTJgt8uJoWJh7p/105+859T0qTSXN1qNxK5LBMYB5ya9GhTfxHzmY4lJeyS16le7jdo7hUDbVFzzjr80dS3ETxG9Lrjcl4vHPdKs3WPKugOPlu+n+/FTdQYq18ecH7cMenKVxtnrQXujbow7bsgKFze7Bj/YTFRXkhSe5ijwObn8jAtSXZWSO6aQYO68IB9fLTFPnKiW56Z3XOeP+nZaRYKX+ct94ySfd97Qf0pU803UI+XymaPnuGNmf0xQoIZs4++2fT/jzp8J/f2/p5kX/AKRmmJ7CWB/4ltr1/wBUn8hTbsn7MfTbcfmbd/8ACnWB/wCJbaZ4/dJj8hTbnm3IPQif/wBJ5K9Gv/CPlMv/AN9+8qXQZoJwwLAtPyPlwTbIefYYpb4gyXh/2Zv1hgP9KWYogm3OAxaTOfezH9aZdfdus/8APOU/+SsZ/pXnXPqraEqhhq0Hyg4uiN2emLpeff72Kr2jCLTbSUD7qbGGO3/66ndzFfZClgly5znp+/jI/WobKMNYbQxKjKlT2INdeE+Jnj5x/Dj6l61Tbp8Y4B5OD9TVG9heQER58zOY8f3xyv6gVfsm36fGSORkfkagnBDbl4YHIPvXa1eNjwKU+StzdmZcKss7zWwQK4WWIYwdxzIoP4iSP8a9F+EWtDTtUn0WR829zh7ck8fd3J+anH1WvOIw7yAiT5xKGQlQAN7ZX8BKCp9nq1ZXklnqdtPbEoY22xnptH+tj/LLr+FebTfvcr6n1eJ/he0j01/z/A+qqKpaXejUdLtLwDAnhSTHpkZq5ViTuroWiiigYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXhvx91Ei70bT1P3UknI9yQo/k1e4182/GK7+1/EuWLO5bO2iTHuQW/8AZqqO5nVaUdTjLfZawt5oYtje+O/tmq7SyXLeYCqnOBGOdvp/nufYVFcvJvETOMD5mVT37ZP+e1LEdgyD8uMHPp0/z+A7mirL7KJwlK7dWW7LNtPJa3UNxFkSwuHU5z0P6/1PPQV7/ZXAuraOVTkOgYH2IrwF0JUOrqEOT8x59CSB27f+OjvXqngXWBcaZFaSv+9gGwgkZ29Vz6HHbtXLNaHrUXZ2OuZqgZS2cdB1pWmWMjPIJzxVS5nfzA8R257GsTsQ280m2v7dlk2kEEj1H0NcKthJpOrTwumbZ0DRydN3JGPqK7gPJDHCHPDSBSfTJrI8aWci6cl1AOYGyR/snr/jW9Cq4yt0POzHBwrUm0veRzdyV2XgHOBc4/7+Q0moHMd8NmMrfnd2++lZcd1IYZi5ySswJPf54iauXc4kjvVzzsvSRjpmRKkqOxJqLgfa9qg5e9AycY+ROlOuXUTXYGN+bske32dR/jUF+Y3ju2yChe9K5HU4Sn3T/wCk3vHA+2EkD/pig60hjpVYh1hcf61sNnqBaDNNtzIL2EPkqrIT9fsp/pSS4Mbg5UeZKcK2OlqO9SLhXCg8iQHGemLP/wCvTB7CQFv7OtF6fuU/9BomTCxsz4O2dSP+2D062H/EvtuefJT/ANBFNuVQ+Q2TvxMpHsYHx/WvRr/wj5bLv99+8zXmDM/lqozv+Z/+vUAirE3zidCRkxv0/wCvMUjhTFK5h7SgAAcf6Kn/AOupnjAmlIXGS4/8k684+oIZyd0j4Od7kex/cP8A1NOgPlPIn8LSyr+Ikb+lR3W4RSFRwVz16D7PExPvwhqRwSlwBwy3MhU/8DNdWF+J+h5Obq9KPqXNOGLBQRzub+dMnHPSpLA7rFOcjLfzNNmFegtj5mek2YhiC3LxMTtduD2RZPlJ/wCAyBG/Go7md1jFzJ8r5BKKMAMp3/zMo/Crd7ErRhiQoz5bk9kk+Un8G2n8Kq3Je5iw+VMmWbjo/If/AMfV/wDvuvLqrlqM+uwklVw0b9rfofRfw6vFvfA+nuDny1aI/wDAWI/liur7V5r8FZj/AMIjPaM2XguSTnqAyj+oNel1q9yKXwoKKKKk0CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAQ18oePrl7nx9r8ob/l8dN3oqAL/Svq+vkPxiTF4u1tCTvN9Pke28/wCIqou2plVTlaK6mAFwSfU5NTxyFcgZwDyM9f8APP6mol5YDPXuTUyqobMeAw7HkH/63/1h3NZbnYlZWRYt5fIlHlhfmwVxj5PQgHv6A9BzXUaI0ulTrLHsZs/vGByMegP657ms7SrKJYTLNFmQn+MY2/8A66t3d8lrENg3MflVFH3j2ArohRVuaZ5WIx8/aKnQ3R6aC15pf2qxO6VV3oufvY7f0p4ePVtJiubZuXUSRnpg9cH+RrivBviGSCM28zlmdiyKg4HqF9QPX1zWnY6i2m6rfWDgpG5+1QL6K5+Yfg3/AKFXnSik2kfS0puUFKW50kxS90whflLrx/st/wDWNVJtSi1LTcMBl0Kuvo3Rh+YNZ5v5I7hogp/fDzUU/r+v86oWU7ad4m+zXa4t78GSIn+GUdR+I5+oqTS9jkbkyaXc3Fs8bN5nnbSvZS8R3H8BVi4l3i9HlEHy7vJx381O9aHju28m6ivoz+6aNomwCeSV9PYGs+4mRo7ohtwK3XAPPMyCtF0OSa5ZNEt/tEV1lhj/AE3GTjJylJeTp5t6AT1vORz1RBUV8Y5YJ3kjPJvCvGdp3J+VTXUSJLetsA5vQPwRP8aCRtxLuglK7mDSXHTv/o6jvSl7gXDtsTAZvmPXP2Tp+VOuXSNZznA33IGOeTbrSNJm6ZSpIJbknrm0poT2GWslzDawK7Bx5a4IHtUwuHmkgDLtzIw5H/TJ6sWI32Nvu5xEvP8AwGpHIMlqPLIIuDg44wYnr0a6/dM+Xy+SeMWncyozIlplXDbgw9eDaL/T+VWi26cDByzcntzZ1Wt/JNrAGPyYUHf2JtCP5irUS7poOB8zQH/vq1Yf0rzj6gqzNm0zyQYwTg9jZnP8qsfwzBu0rk/iSf61Wxus4sKf9VGTt682jj+lSI5FzcKfuuEI9sxIf6munCv94eVm0b0U+zLGjH/Q2U/wuwFTzg881FpP/HvJwM+Y2anmB5r0VsfMVPjZlXmzyv3vETfJJj+63BP4Zz+FUT9odHDgeYGJYE4y4wj/APjyxn/gVadzEksMkUn3HUq30NZkbsuDKMHJErDsVxHIf++Sj/hXDi4+8mfRZNUvTlDsd18N9fTR/FCwySAWd+Nm7tu4IJ9OoP8AwP2r3vIr5PMzIrSOgRozu2g8gqfm/NWcf8BHoK+k/CGqNq3hayupG3ShPLkPqynaT+OM/jURfNG/Y6pL2dRx6PX/ADN+iiigsKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBK+TviZbfZPiNrcZH3rjzf++lB/rX1jXzP8b7UwfEdnxj7TaxSD3xlT/6DQ9hpXkmeeDJ9Me9adhHnE7qSQRsU9yPX6fzrOgTzplQHGT19B610EaRWyB5fljRep7elXShd3Zz42vyR5I7slZ8xPPNIQy9AzcE+gHc1nLdObwyzYWVOPLJwEHcZHT/AGj6cCrB3XLG4fKYBCBSMqfb/a9W6KPeo5YopkQqcS8LsRTyO2B6eg5LHk4FKrV5tFsPB4T2a55fF+RpWqm2vBLbOVYFWJ24HtlV7n+GMduTXTanfrd2dprdrhprFtzoDktH0dePbP4iuUgjMluY2VYoosgNvxj+983b/afkk/KKjuILu5QSwTzRjbuiQDZ5gHGcdEjHYt6dya5Wrs9WE+VWO+1+f7Ro0GrWAEkloRcR7f8AlomPmX8VJ/Ss/wAQTjVdDg1GxG57dluIWHfv/Ksbw34g/sfRprC/VnMSgwBRzKhOBtz1APf0qlZeIEsdNvbKGLzLdZf3PmkqFRwWAyOuGyvpSVN9DV1YW1e5s+IvEdtqmivbIhUmON1kGMEkqcevTIJ9eK5mJeLrjjM+CT281ams4N+nytFlUPmELjJx56cfrU5jXdejPRLnGOOfPUU9EYzk5O7LV4+23ugFyCLwZU8culTXewyX5Byf9Ozz/spVe/gjEc+UZv8Aj8wRzgiRBk068t0S41F1Rdw+2jrzgBP8aQiW5ZVWc/LjfdAY4/5d1pSQXYA4yz+2f9DFQ3KeZFNvJU+ZdMQp9IEqvPbPHLLKJGKguMZ9LYHP5GgHsa9iT9kt/lwvlLj/AL5qU5P2bP8Az8nj/tlJVCwLxW0IKkL5a/KTntVlZHaa0DIQDccH/tm9elX/AITPl8vVsYn6lSKHzbe3Tjk2wxgHrbMO/wBKntzmWybOc/YuM8cwutRaerEWmW2ndZc9cDy5BUlmqj+zgTyVsD/49IK80+oK8AY29qN4XdHAMkdMwyr/AEqMZaB37+XA2f8Atkv+FS2KK6WiknBWzz/38kH8qZaDfBgnObeAH8I66MN/EPNzP/d36ouaawKzhRgea3HpVqXOMdxWbpLZmuo+eJM1oyL2r0Y7Hy1b42U5RywIrLvEXzGkILI6+YUB6sgxIv8AwKM5/wCA1qy8SD34rMumMUxwpZgBPGPVo+WX8ULD8K58VG8L9j08oqctblfVEN55is0Z2ugH38fewNufxX5v+BGva/gpePdeEbhHPMdz/NFNeMlSsGyFldUIRWYZyoAKH8UK/wDfBr134L7YrPV7YfwyRPg+6n/CuSk9Gj3cQvejL1PVaKKKskKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr52/aBUr4v0p8fe09lB/wC2h/xr6Jrwn9oW123Gg3nbZPEfzRqBx3PIbH5SHxyTgVPJqHny4B3Roenc9sj37D86z5JTDAiKfncbR7Z6mmxhEOevbAP4f5/E1cnyx5UY04KdV1H02NKItGQcDaeNpBII/qAfzNXomhRVdpGzkkkv94d+RzjsT1PReOayYmaUqnJYkYGcBuP8PyH1qaL72+QkpuHA/iPbH9PQc1g0dqZqtOxYzLEWg3YSN8KrED+IDgBR2HA6dSTV60uBd2ZIOXLfMHTcXcdOP4mx0X7iDk81XhSOdAQq73wNiLkY7ADsvt1YjJwBWmGt9GtZHwJLkLwuc9Twufc9T3+gFOnTc3ZGOJxMaMbvVvZDpNPtHiMmopEyodxVm3DPq79WPsMKKsabHb3kjsYy8WVRTKoAI9h2HNZBV9Q1dYZzujtIwXVeFMh7Y9hXR2KYkUAYyyjH412wpRhF2PAr4qpUqRU3vbRbb/iYv2dViiVUHGcbTgDN0B078VG8bK94zRgKY5ihznINyoOR26VYRx+5yR82B/5N1FO6JFKwOWZHJX63Qx/KvMPqlsF8Q0UpMm0kXZA9f368f59KkvD/AMf3XlL7nGP4kqvc/vI3LSFSRc7QT94+ev8A9f8AKi6t5Ab0ljgLdjr6MtAEt85VLnDAHzLwc/8AXFBUFzLlZ1LDG+TJH/XsBU13GoS4RiThr0jPUkRpTZbP97dcnYPtGAT6W6n+tCFLYvROjWsLdcIufyqRrhGmslQfL9qXP/fDU6BVMEfAwUHH4U14Y0msWRT/AMfIB9PuNXpYj+Ez5fLrfW18ypZhJIbVJImZCbIFT/ENr0tgXL6aABtC2QP/AH3Jiiyk+eyCsAd1l+ivTtPI/wCJf04+w/8AocgrzT6kbZLn7CMA5SzH/kaQVBp4wgXpiKMf+OgVZt5PJjtHYEiNLUkL1IFw/wCvNVrJiHjz0MKfng5row38Q8zNP93fyHaYNmq3IHQjNa7rx0rJs8jV7jH9wGtVjx3xXox2Pl6vxFKcDOfSqV2r+WJoVzLCfNQZ6leSPxGR+NaE1VizIpZR868j61NSPNFo0w1T2dWMuzM+3CBSkZLRY2x+pTBki/NDIv1Ar1r4JWAtrHWpyxd5J413k9VC5H/oVeRxsFdRbHJQiOL/ANGwf+zpXpfww8RW2l6jJp8rBLS92tDI38LYGwE+6sB9RXlwdmfZTXNE9pooorY5wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvJ/j7p5uPBNreqCTaXikkdldSv8APbXrFYXjHR017whqumOOZ7Zwns4GVP5gUAfG8zb7zGeEGPpUqL349B7f56VWiJeeRuhLflVxTgDHB7ew/wA/09KJPUqlG0USqoZwoBaTOBnufT/H8qk3PKW+cfJxz39T+P8AIVX4C7R6c47D/wCvV6yjRAs0iAu3yxJ/fb/AcfpSUeZ2Q6lRU4uTNiCT+zLIzEFrh0ZxkfcAHcepJA/IdBTLRHVovtLs5jU3twzd2/hFNlUz3SQu5K78SOe6py5/Fj/47SOzz26xgYm1GXcR/diHSuuMVHRHh1Jym7y3ZqaHE/2RriQfvbhzK2ffpW5bRlrqL5iMOvT61Wt4giKi8KoAAq1bHF0uOzL/ADrVq0TzlPmqp+ZmwR7ltwRn7hJ9P9LaofLQRk9SY+fb/S8fyqxbAgW/I48rP/gW1VhMGjdCBgRYyP8Ar6ya8c+3Wwl0HIcoei3BPp/x8j/61JdJKReh26Ld8enzrmnzvGsUoHQJcgEH/p4WpL0jbe44JW9/9DSkBWvYTsuE7hrzn6Khq1Im37SC3e6H5260y7wgu98nO69GT3/dJUlyYjPMc/MWm6dObZaqIpbFm23eVGSQQUH8qSU/vrRR0N0Oc/7D0tqB9khwP+WakflRIf8AjzHf7Ynf1V69Gv8AwmfL5dpjF8zLt4tz2SRlgzC04/B6XTt6tZ8/KPseT/21aiydkazYMC3+iEc9PvcVJZsEitdwyStqfynavNPqCRMeVFu6bIv0uzUEYIuF7cAfkSKk2sLfIJP7rj8LuoixV1J4YlyR6HzXH9K3w38Q8/M1fDv5E9spGqzHj/VJWi33eazrTJ1GfPVYox+ma0jXowd1c+XxCtO3oVZee4qrkgmrcoyKpn7xqjOJlRJIJ5LdflIbykfGMFm8yE/g4Zfxq4ZPNtRLEpA+8FHZWywH/AT5q/gKbeQiTb823d+5ZuyhiNjf8BcL+dPtJHeQ5ARpfmC9NpZsMP8AgMyj8HNeRVVptH2mEnz0Yy8j374ea9J4g8H2s87l7mEtbzMepZeAT7kYNdb2ryz4KSj+zdagXICXayBT23IP8K9SrYz8haKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigApCMjB5FLRQB8PXkP2fWNQt8f6u6kTH0YilTrhuvfH8v8+9afi6H7B478QxEY2382B7Fif61mW6NnLEBvvH2//UP1NJ7lw2LUMW99rHAHzOR/T+QrRtMb2vTHj7OmI1/2jwo/M5qlGGXjGAQCf6D8P5mtUEW1nAuPmANyw9cfKg/76NdFONlc87FVeZ8qGrEWDQofmlZbRG9hzI355/OtLTUW6v57sD91H+4gH+yO9Z7A2qSleXgjFtH7yvyxroNPtBa2sMCj7i8/XvW8VqeZXnyx9f6/yLyYVc8mm2b5uWH+1HgfiaSaTZHtbJP90H+dQ6exN4zHHDR4AHuaqexyUVeafp+ZHC2VtweCxixj/r7Y1CwUWuWXnySTj/r7p0SnZaEZGBF/6VNVcXAMJDf88eD/ANvQNeMfdLYfcNGsE3y9Uudv/f8AWi6Rme+bBX5bzHfunBpl6wEcuM/duuh/6brU11MWF6UTgi95PuUoQmTXaCJLoO24q96Nx458lKbIkImkZccySYyf+nVTRdAkXHn7d++7z2GfIU1FcKWeVtwwWk+v/HqKcSZbDxqkMdpDGvzuI1Bx64pqXNxcPakxqkRu48DuTzT7OytxBAUj42DP5VYunRWs1CDH2pDn0wGr0a1/Zs+bwLj9bSS7lLTYFb7IzkY/0PIHvI45qSIYhttvTyoD+VywqO0YiC2zEQpSz4J4b949JBOpghU8bYoFx9LkmvNe59KhzB0jck5Uxvj2xdCm3ihbo49Z/wBJm/xpsgLwzHdjEcmB6/6SKfcgiZVbkh7oE/SYVtQ/iI48drh5fL8yWwIN7OeeUj/lWieOPSsqxOL6Qf3oVP5cVpsQa9Gn8J8ritajfp+RHJyDxVFxhqvv9KoycNVmMSnfBfLVpP8AUsTHKfRG4z+B2n8Kjhcli1zlSdzzY6r0jnA+h2SCrrJHKpjlGY3GGHseDWTFclbsmT940XMq/wB/YNkv/fUeG/CvPxUfeufS5RUvScX0Z6v8JrgweJtRtHOGurYTMO3mI+18fiT+GK9jr578FX39leMtMkkcMokNtI+eu4BN34gwt+dfQlZwd0d9RWkFFFFWZhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfL/xs0aDTPiK00DDF/Al3In91slD+e3P4muBhIIGQM5B/wDrfrXqP7QMRTxnpso6SaeFz9JG/wARXnFpAj7Ack7s/wCH+P5U4rmYqk1Thcvpbl5Io0HLkAVakkRrlpSP3SuW/wC2cQwPzY1Kv7nzrojiCIlf97GBVeKEFlt2Py7lhY/7KDfIfzNdZ4qlfUsWcDTXlrA/PkqbmbjrI/IH4CukjUk59KytIVnhkunHz3LmT6L/AAj8q1X+SPnr9a0itDgxMuaVuxXuHGSBgZqvamVbltmRkp19s02eTAJyfrS6KymSVgPm81QD36VM3oy6EdV6r8xLaN2hthuHPkDH1uHqJbU+QpLD/Ug/ndYqxanmxJ52G3GP+271CXZ7dUAwTCi/ndV5HU+1WwskW+GZcg4S5wf+3hRVy6hEYvieu2+xx6FBTAmy0lXv5Nxn/wACVqW9dc3y99t9+GWShCZFfR+abndwd92cY9IFqOW3UvMfMYjMv/pKpqTUJCDdleMy3Y4/64oKWSJhJMWPAMw2jti0H9KZMtiazA+zQ9vkX+VJeMN9mAv/AC8qd2PZqfajNrFx/AP5Ul2qk2hJIYXKDb/wFq9Gv/CZ8vl3++feZunmItZby+P9Ezz23Nmm2xj8uHKZBWDnP/TwaSyG8WQXhj9k4U9fmYUtuCIoSAPlSDP/AIEGvNe59Sti18n2dwB/yyfr3/0sUl3j7afQtdf+j6EBNuwfgeXgf+BYzRcqq3SAetz/AOjjWtD+Ijjx/wDu8v66kNu2NViBwMwlfyYn+ta7D5fbpWQF26pat6hx0rYPT8a9OGx8piHdp+SIm9apzjBzV5v88VUnHWqMVuV6ywv2eZ5QC7qxYA87nj5K/wDAomI/CtQc57VTuFeGcyJ1bDx+nmx5ZR/wJd6/lXNio3hfsexlFTlrOPdFyIiGJNr7hGAisDydi7o2/GFj+MYr6Q8P6kNX0CxvgQTNCrNjpu6N+oNfNFkQ0YjgO4HC24PfrJB+f7yP8a9m+EmopPoFzYKxK2sweIMefKkG5f6/jmuGm7Ox9DVV1c9FooorY5wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPBP2hbUnVPDtwQdrpNET9Cp/rXmdmmblOMc5wO1e1/HhLdtD0h3P+kJeMYx7eWd3/steP6RAZH3Y6Gt6SODGzsi5f7YoYITwJJDLJ/uINx/kKoRq7W+z/lpIqxf8ClO9z/3zipNTfz9RuIx91RHaL9WOW/QVLp2Li/iboAHuD9WO1f/AB0VruziXuU7v1OghRUVVUYVBgfSo7qbPyj+dSuwjTBYD61myzBnO0k++MCtWebFczuVbybah5xV7wo6tbzzNztnx+grFvg5QkDIFXPC1wItNmVs5a5IwOpJArGb3PQpw91W7r8y5bOFitinIL25JPXPnOajtULRxMScmKIgf9vFJZ5xaLn+K2/9GtVi3KJbQ7RysMX/AKUmvMPqkSTF/IYDPMc2f/AoU68KBbwZw5W9z/32tNmkxaynBJMU2P8AwKFNu48Q3T7v4bzH/faUAS3KhWvFA4DX2P8Av0lPmUG4nb/amXH/AG6LUF2GQ3SoScPedP8ArktO84+eylgcyP197XFAPYsWr7bSE+qKf0p87eYbXael3ECMeuRUdqMWduef9Wv8hUkgYrAd2AL2DjH+0a9Kv/CZ8tl+mMXzMazbBszsKkLac+v7xhxSwY8qMk/wx4z/ANfBqWwQyC0EgAH+iAY6gGd//r01YgFhI6bEPP8A18kV5nU+qGea4Vxn+A/h/pIqSRsyxc5+a4yf+23/ANeo5MBJeMfI2fwuBT2+a646brnH/fwVtR/iI4ser4efoOIK3tnlsjc/H4VrFvbtWPuJubE543uMevArWPQda9GHU+WxCty+iAn5T+lVpasjoeKgmXvVnOUjwSKbcRmW3dEP7w4aI+kinK/qMfjT5Bxn0pkql4WVDhiPlI7Ht+tRUjzRaOnD1PZ1Yy7MzLKYz3/kW8hijlAEJ6eXubfH/wB8ycfjXffDzWF0nxZbBiUtr5fLZW/h3klQfdZRIv4ivP4o1eUzBvKjmwTg42LI2D/3xKAfxrWZnnUTF/KZsykKcbGLBZP++ZVR/oxryW7M+yS5kfU1Fc/4O10eIfDFpft/r9vlzr3WReGH9fxroK6DlasFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACCg0Vj+J9eg8N+H7vVJ8N5KfImfvueFX8TQJu2p4x8atYF74qttNjbMdjD8+D0kfk/8AjoX865TR1EVozMAoUliay7u5uNT1CW7uZC1xcSGSR/Viea0dQf7FoMoQ/O4Ea+5PFdcFZHi4qftJKPdmI0jMiTZ+aQzXJ/H5FrS0Ng13esDwjiIY9FGP6VTaMfbmi6rCYLUY9jlv5GneG5AWuzn70hP60R3Lra0mb1ySpKrK4HbJzVCVJCc+d/46K0J9+eEDH1JNUpI5WPOxfoT/AI1qzzYMzLqNlUksSPUcVo+Eo2e3kmILIk7H8cCoZo8ITIVYfStbwmQunTsijAumAHbotZTWjO2lPReq/MisowUtmbj5rUfnI9SWijyoWYceVCfw+0//AFqjtGbdZgZxutT7f616mt322kBY/KIYc5H/AE9GvMPqkEmx4ZWbp5UhX/wKFLdxfu71t3Gy9wM+kiio5JUWGRSOTG+AOf8Al6H5UXkhMV2xIwUvOPrKtAh962w3flnI33o4Hbykpjn99JyBiSU/lbim3rhvtZwBl7zGe3yJT5njLTqceYHuSfp5CimKWxZs5S9pbq3BEa/yqSVxtgG45+2QcD6mq8d3bpaw88qi9B7U4XFtKtvskBf7XCcA89TXoVv4TPmcCn9bTt3KFmJlFqeeVtcY95XI/Wp0B+zRbjgmJOv/AF9GobKdlS0/dn5VtMZPpM9Tq7C3iJQnMad/+ns15r3PqFsRT7BHMB97ZMCP+3gU/YRqGCMHzLkf+PLSXEeYrkkDiO5Ix2xcD/GpCpj1BA3J8+6X68rWtF/vEcmOX+zy9Cs2UubZugE2Pzx/hWyTwDWNfgxhCO0wb8MGtgnIHvXpQ3Z8piNYwfl+ocZ4pki8dKeD05psnStDmKTL8596jXglTUr8MKjk4YN68Ui0UpYo42dZRmEZlP8A1zfCyj/gJ2P+dXUDCFvtCByN7Sqv8TIuydf+BRlZB7rUFwyx4lZd4j+fZ/eXBEi/ihP4qKmtPMiwkbCWRGAjJ6PJGu6M/SSIlfqK8mtHlm0fY4Kr7WhGR3vwj1v7HrNzos75F4DIjdjMgAb/AL6XDV7RXy/b340rVbLULRtxtmSSLg5eMDdGf+/e5T7xivpm1uEu7WG4iOY5UV1PsRkVVN3RdWNncnoooqzIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooASvDfjZr5udWtNAhf93br584Hd2+6D9Fyf+BV7bPMlvBJNK22ONS7H0AGTXyVq2py63rl7qsx+a6maTB7AngfgMCtKau7nPiJWhYiiXE68d6uX0n2jVrO1/5Z26m4l/AZH9KisFBnMjD5EG4/hVGO4ZrPVdSY/NKRCn06n+ldHQ8tK8r9vzYWbM8Mcx+9NNNPn/dXA/U1T0e7+x30yBC67iODzVuIeXGiZ/1dmoPsXbP8qxYJ2t9XlZez9DUXtY6VFTUkduuoWbrxK8Z9GyKPtELcBw30dTTbRo7iJXCj3FXDaw7eYowfbFb6s8mXLF2sY94kLqdq844w2K0vCMgh0yZD1+0uRznsKint4lQ4GD6ipvDIU2Mqqm8/an+8celZzWj9DqoSukvNfmMs3ObMbx96144z/rHp9u6/Z4h8x/dQcf8AbyagsiFW0wpzi1IYf70lLbMzQQ7ck+Vbj5un+vNeV1PrETuzCFyFAzHJnn/p6FLdxKFvTtGdl6c/SVajkOIHUhiTE/I/6+hS3hcLdsAcbL3/ANGLTEPv0H+mcA4e8/8AQIzSXUGJ7xiAX/0wE/8AbJP8aLuQj7Zu677z/wBFJS3gaQ3bAnpdHk9/JjoQpbFuK1hWCMeVkbBz+FBtLcfZ3WJUf7XCAcY4JOefwqqNMYxq6XUm4qOp9qk+xeQLZjIXc3UeSzE9mPSvRrfw2fNZfb60rO+5UikcWluICfNWK128d/Ocj+lPilf7JCX6mFQeen+l/wD66pRWyyRQRBdpkW1+6OeZGp8MCLCi7WO2JOeT/wAvHWvOdj6ZXLt5L+5uwNuNl1zu/wCnhTTjKJb+MttLm5u8henOzpVWeH/R7k9B5VwTkdR9oApzwGO+xFt2pNc7dvThlFaUfjRy43/d5+g7V1BhLAcqwP0/zmtGF/Mton9VFZuoMZbEsQQw5I+hFXLD/kHQ55xxXprc+Smv3a8i0M4/Skfp1pV6dKUrxzirMClMMfnTGXclSzDg+1RoMikUUdQLLZmVPvxESD8O1TWSsCIYn2thEhY9j9+3b8DujNLcIGQoejAiqVhIpRYZiwESmGVx/DGzDDfVHww9ia48XC65j3sorWvTfU0pAJlDQKFjkAaMH+EO2VB/3JgyH0D16x8KvE63dk3h65fFxZrutwx5aH+6f9pCdp+leO3txL5zM5EW/f56gdG4SdR7H5ZMfjUui6rLo+vWmqKW+0WkweVyfvjIEoz7ghv+Bn0rjjpqe5NcysfVFFRo6yRq6HKsAQfUGpK3OUKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA4z4paqdJ8AagyMVluQLWPHq5wf/Hd1fNcIyMYr1r47arvudJ0dG4VWupAPf5V/9mrym3UtIiL1Y4remtDgxUtSe8kFlossmcNL8o+nes+8jMOg6dZAfPO3mN9WNT+JG8y5tdPj5wQvHqetOvCs/iq0t1+5b4/8dFaPc5aekU/V/dsMb5pbxh0NysY+iIT/AIVzl9mHUncdGauitMvBG+Mma4mb/wAcNZWtWixwxSR5Kugk59xzUyWh0UpJTs+po6TeMpUZO3HIzXU27qy/dBJ9TXA6ZcYABNdfYzExj2q4SOLGUrO5dvEPl5B7VW8PXBSylQKWJmZiF79KuP8AvITVXSNPjksGkZmRkmfocZHpTqLR+hlhmrpPuvzIbPI+xoFYgm1y38I4c4+tPsSjRW/lt5mEtgQDyCZicU+wXItQSfvWvQcf6tzTrJUCWmR95LMnb15kavJPsAWUCDaw5eLAwPW66/pT7p5DFdnHBivT+cyiliDGCPbgAxRD87o0txuNvc5IA8m5xg+tytMQy/RnN8xJUq94duf9lB/WmXUbq965kO3F38meBhEX/CpL4A/btzktuvOQePvRj/GnXqxp/aAU5AW9AOep3RimhS+EuW8KLGpBJ+UdT7UTqu602jn7XHnA9mqNVuXXIl2DHAC+1PYuqWpdnP8ApaZyePuvXoV/4bPmMuX+1rXuZNtvK2u3IbbZ4IGf+WjURk+QmCeY0/8ASmrEDJHBaMq72CWPyoQCTuc4FNgRDbW7ZwWhgJz6m5Neaz6lEMzZhmwD/qpu/wD08CppFl+371YqftFyNv8AwNc1G0kaW0hZ2x5UmRj/AKeh/SpGuIpbiOWMuytLdMuB/wBNQf5Yraj/ABEceP8A4E/QmuA8kTxqAGZSOfoaXSyW01DkdadmRmaRMPGVJz3HB7UzSeNOUe5r0U/fsfLzj+4T8y+udvXtTyoximJ0p4Pb+VaHIVpV61XXgmrUnTFVBw/WkUthJxlc+lZQAgv5CwzHKuHHqrDBFbLDcpFZd2uNrdwcGonG6szpwtRwldFjyZLny5sGV1yJFz/rHjX+bxc+5WrctuhtWhUiVVwEY/8ALQhSYm/4HEWQ/wC0oqtp128syxKwWR9sSOf4ZUOYmPtnKH2arshR4QIswxbQVJH+qjZ8j/v1MMfRq8qacXZn2FKanBSXU9y+HWrDVvBOnyF98kCfZ3PfKcAn6rtP411deG/CjX107xNNpMrKkGorvReAI5hnK/8AoS/gvrXuVbRd0YTVmFFFFMkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiis/WtQTSNFvdRkICW0DynPfAyB+dAHzZ8R9V/tf4gapKDmOGQW0Zz2QYP67qy9LiHnCVuAoJP4Vml3nuGllJLyMXY+pJyf1Naksn2PR55W4JGxPfNdcVY8fEScnZdTGtHN94oEzcrGTIfoOadp7+dqt9dH/lnE5H5f/XpmhDy7PULw/wB3aD9aNKO3RdTuDwWXaD9TSRctLpdLIuaf8tvoy4/1jyn8wRUVxB9p8OwNjJiLRt7YJqSPMcmgA9P8Sas2IWSHUrIAkpKWA9iP/rULsZydndev4s4u1zHM0Z69q6nSbk42HrXOX0BimLr1U81f066AdXJIHcjtUw0djrrxVSFztYn+Tg9qfps0otmVU3KZGBPpVG2lDRgqe3U1r6Qsi2p2qMNIx+Y4/GtJv3X6HlUo8tWPqvzM20wVtB82M230/wBW4pLWTH2M7iwCWeQvX77U60BP2MbTuItOR9HptojeTbszAALaHgc/61hXlH2BNA37mDK5/dwDP/byaZJu+zyYIGYZev8A19CnQBRFCx5/dQ/+lRpsx3W7cYAik/8ASoUwC9JIuwyfMxugcf8AXZBReTKFvcIB8l3+siDj8qLlti3QOSR9r6eolQ1JfOoW/wADPyXYx/23Q/1prdET+Fg+pzJx9gkx6saRri5l+zNLAIozMWGDk8RvWjkvlXTnnjriq+ooVS2AUcNKf/ITV6GIv7M+cy1xeJVl3M+3kjR7RpMFAbPd2/hY0lvIrQWy7T/q7UZJ45lZqWONLgwrJFtjLwjB9rckUtpGcW2CMA2YGB/su1ecz6VEAdTBtLAF4umeTm4qX7RBBfRF2KrvuiMj1kA/pUEdsk1vbhoycx2wzj+9K2aktFTzYI2iLx+Q/B5xmZv8K1o/xEcmOdqEr9i9FMkayHdmFlYhlPQ7TwfxpukMGsm9d38xmpIYIYpPKX5Vc4IqHTE8ia4t8/dI6V37VPkfNvXDu3R/mjSQ4HTvTsZOM4pq/dNOHP8AjWxwEUg61Uf73FXWwfyqpIO9IpCrkiqd1HkNgdeR9atIeBSSru4oZUHyu5k6W8XmTRT58qbKsR1X0I9wcH8K3pncgtLCHfdI08QH3nC7biMezptlHuK5wD7PcyDH3Xz+FdHCZLgRSROvnSlVU/3Z0GYifZl3Rk/SvPxMPtH0uX19XTfXVFJ2Fs/mRStHeQsHSdR95lAIcf7yBJPqjetfRXhLxBF4m8O2+oLgTH93cIP4JV4Yf1HsRXzrcSQboobcAI+0whuyk5iDe6PujPs1dt8K9YGk+KH0tmK2epLmJWP3JFBKj2OAyH1KVhB2dj0akbq57lRRRWxzhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAlecfGjV/sHgoWKNiTUJ1ix6ovzN/ID8a9Ir56+Ner/AG3xjBpyNmOwgAYZ/jf5j+m2qgrszqu0Gee26F5lA5yam8UziCyhtVPQZP1qfSYd1yGI+VBuNYmu3BvNUCDoWxj2rpekTyornqrsiw3+heE14+aZ8/gBQE8jwgexmkAp/iIeVbWdoP4VAx7mnamNmk6bbj+Ntx/OpLi7pPu7k1wm3UNCTphRS2U32XxZdQnhZR+tGqnZrelJ/dCis7WZTbeJ/MHBzVN21JjHnXL3T/MfrdusWoyBh8knWsaEvaTlQcYPHpXWa9Ctxaw3K9HHX8K5LeGbaxw68E1FS0Xc3wrdSFjtvDsdtqRK/aQjoNzRt1x3P0rqIUVn2ow25OAe/FeXW8FzDMksDkOvKuh6V6Jos8txpaT3KqJfmB29DjPNYJuUnK+lmb4inClCEUtXJFG1TDWHzNgizyM/7Mnam2mxbe3IIJCWfHX/AJbNU1qq5sSRz/oYx2+45qK0VhHbHcjErZbV6DmRia5WeugV/wBxANygFIeCev8ApTVEyqtvORgHyZs/hcii3jSRInKEskcO3HbNyaklCm3uBjkQXHBH/TyKYDb1wguwWGCbwZz1+ZDUtyQy3yjqFveB9YzSXahRfBdu0C8H/jyVLclWkvgDj/j+yB6eWhoRMvhZeB8uMHOTj86ileO4+yKD8xmdSPrE4pyYMUY/2Qf0obBe0XcAftcf15V69HEfwmfMZZpikvUylha4SCLeyF3teV94WH9KW15+xkE/8uZxn2daksUkIsyp4DWWBn/ZeoLRii2o9VtefpMwrzmfUEtpxa2/GcR2vGPS4Yf1oiKxXNuAduYpkPHTbO3+NRozi3UkniFCOOmLmpUJF/Eu0kA3Qzjt5taUP4iOTMP93l6fqXiVIG4qfSs+3bGrzDoCXH5MattIvKNGT9BVKM41ph/tuP1J/rXfN/vI/M+doRvh5/I1lzzzSj5TgU1T1pc81ueeB5PSqsgq0ary9aQIhTgenNOPamjANOBzQUZeoQ4lEnZxtP1qbR0DGSKSZ9s6mMt3jOcqw9wwU/hVi6TzIGGOccVmafMEnZW6EVnOKej6nbQrSilKO6NaaASXT3FzGU3iQ3EajlGHyzge6nbKPbNKsdxbTrepMyXtvL5ox0EikFyPqdkg9Q7elTQ3T3Unmw4aV2Hl5HBuEX5Qf9+Pch9cCoDL8yRwIzptXyt3RlwWhz9VMkJ/CvKknF2PrKc41IKS6n0D4P8AFFv4q0OO9jAS4T5LiHuj/wCB6iuir5q8L+JX8K6zHdW+57djiZM/62JuQcdiM5z6k19EaZqlnq9jFeWUyywSDIYHp7H0PtW8XdXOWWknFl6iiimAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBHJKkUTyOwVFBZiewHWvkXW9TbXPEF/qbf8vVw8g9lJ+Uflivoz4nasdH8AanIjbZZ0FtGfdzg/pk180W0RkkjiUcscCjn5NR+xVVWZrxf6HpEkxGGkHGa5jTY/teuIDyA1dd4vkjtLC2sYwB5S849cc/rmud8LRg3Uk56hWb8q0pVlUSvocVXBugpOLvcbrr/adbjQdFb+VWdb4v9Ot8DCqOlVNpudfAPJzwPqauanl/FUMZB/d4BzW107nNyuPKrbJiayf+KmtBnG0qKz/Fvyaur4q5q7bvFUI/2x0qt4zX/TVb1pS2YUNJw9Da0xxf6C0TbSU468j0rj9ShNten/a/nW/4Sn/eND13rwPU1X8WWTW0quVIye/pSm04q5eHjKFeSS0KWnTy7vkBZu3Ga9D0KQtpI88jnePTnBryy0u5reQGKXy/fFeieG2bUNOjlkk83y2k5fgE446VMWlBpdi8TGTqwk9roktfNaa0KkeWPs2Vxk58l+c1BaWpaO3SN2jL/Yuc/d5bkVpWI2tZHHGbU+v/ACweorUL5VqW5+Ww4/4E1ee2e6loVLV3iW2UoSGjg5Xoo+0HrUkpH2e4Zs58icn/AMCRmpYwv2ZDj7sEZP4XX/16W5KrbzgDgRXI/K5U1QiG9KEXm0HH+mYP/Akqe4Gbu9fdlGN6AmMYPlKabeAbr4jjcb4Af98GpJnElzKCQFaa4H/fVsDQJ7E1qqm2jwSTsHX6VIF+a2OTxdx/+gvTbMj7DbsQB+6U/oKZJIGEIAz/AKVD/Mj+tejX/hM+WwH++L5lS1ZY4bLczBc2R3HqB+8zUdrGTFaNvOPLtT0/6bkVJahhFat0+Szb8pWWmDMVvGcjKRA8j+5df/XrzWfVIaMraMN3S3I6dMXVTlWW+jGcjzrwc/8AXRahuhthulD4Kx3Y9PuzK39allBF6hzj/TLkcnrlUatKD/eI5ccr0JryLgxtz1IrNnUR68cE4Mz9vZT/AFrQYcdV/Ks66OdbGDnLKfx2JXfU/iRPncL/AAKi9DUXHNHQ0qdfagj5uK3PNFPNQyetT55wahccAUAVW4bNPUZFJIMg0sZB70FCEcVgXcbQXEijOeo+ldCeKzdUj4SXHT5TUyWhth5WlYt6MRJam33+WZgFV/7kgOUf8GA/DNSXZ3OrlBEsm5iOnkEuN4/7ZzAMPZ/Ssy0lVA259qqM5rXlm87EhQyySqZGiK9ZFUh1P/XSL/x5a4cTDaaPfy2vrKlL1RQO6IGadMOXYiNeMNkhlGfRtw+jqelanh/xne+GNQSaymDRv/x8WnVJB7eh9x/Wsa4KT4Qk/Z1O7cXy0mF4fA7mMj2JjqqYCJ/MACMD/D0GPT+n4Vzp8ruepKCmrM+q9F1a113SbfUbN90My5A7qe4PuDWiBXjHwf1022o3OhzSDy5x50A9HH3gPqP5CvZ630eqOON9pboWiiigoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDxX476rk6To6N/eupB/46v/s1eZaJDi6E2OY/mBPTNX/iXrh1b4iao67Xit3FrGA3OEGD/wCPbqo2l3Faaa0km+J3UlBIpUN9D0Nbw5WrM4cT7aPvQv8AIyvFWoPdXkhYg9hirXh6DZpN9PsyVjCKfc//AKq5y6ka4uVB5y2a60F7Lw15afKJRlh61jOhzK0NDop4v2XL7W7bM/w/EL3xKjMMqJAxGegXmnQSC+8dByMq04BHtmjwuXgaa5UkMI2Ib60zwvhvEX2iTkRvuI79Kh0ZrVGyxdGV4y6b32Gauq/8JhGsZwPNABH4UeNYWjlQvjJ6Y9Kh1aYSeKC8Y/jyAfXitDx9vN0Nw+UICOMd6SqTjaDB0KU37SPTa2xzmjztBPFIjEMjcEV3Pja2W70RLwBckIxKjru6/rmvO7JsSkZ967qa4e88LiLexWNQAOw5zVexlOSkugp4qFGPLJXued9DXpHgc79EKg8i4YfXIFedTJtnI6AmvVPhzpkMuixzTbsPNIcAkZwOP5GrTte/Yxqxc1FR7oS0dgtmQT/y6HPp8si0yzuI/Lt92V2pZEk8D5ZGGa6Oy0O2MVo+1grCzfAl6ffJ6/Wqo0S1W1twwm3CG3yN/A/f/T3rh50evyMwTcGOGNdrMGhxkDOMXWeakuSu28VSpcRXmR/22WtiTSLYRP8APIB5c4wzc/LcA+lMm0e02XsoMgdkvQx3DPDKf601NA4Mzbxyou9y7mL3oO3oMxoc0p3PdOCBtMsnzE85+yj9K25dHtd9wm+X/WXOPmHQwrSpo9sbkfNJjzQcbvW2+lPnQnBnP2jPb21vly8bRJ17HAqyoLeTIrYC3UJI9cvirlhYW8tpCC77fLXAJHpVyHS7YwSIDIQs9uM7sdZRntXfVqL2bR89hcNNYlSfmYIYJapkfdgXv/cuv/r1HcLtguEC8JHeKOem2ZWrdm0q3+yyn958sE/8ff7SKLzSrbzLwZlxuv1A3f7Kn0rz+dH0PIzEvFDTXijAy94OnrGrf0pkzFrlGVxzdq+R0+a3H+FdE2k2j3ABEvzz4/1n962+lVhpFs627fvAWFvICX7+Wynt7VVKaU0Z4ilKVKSXVMzyLpuhjXHqM1n3AKaugLZPy8/8BWt26to4BtR3YnsccVzt4DHqUeW5LIenqor0ZyTlFnzdChOMJxa6fqdAh754zTcgEknitS20V3TM0yxgD+Fc1K+kWsaZzK7d8nHT6Vo68Ec8curS1asYocHJ/Ko3kU7qvLBEszLsBGalv7dPsysqoCOu1cUe1RSy+Vm2zGZhk02Jv0OKY45pgOw8c5q+Y5XStoW2wWx2xVa7XdbstKrknntTZDuGPfNHMhRpyTuY0UgXUoVbkA4x79q7Cz0tzlS/ks7CSI9cyqcqT/L6E1xMgEWomQjJVwcelegwsskaE8K4yMdj2rmqu8eU9nDQSmqnYzLu1jiRhCBEgG9WP8KFuP8Av2+VP+y1Y7xnlShQ9AvdSONv4EFfwT1rpr5HYh8By54VuhkIwVPtIuR/vAetYJVWwF3OpA2nozAj5fxIG0/7cY9a86zWjPolJSSaG6RqUmkaxZ6jH9+1lWTj+JQeR+Wf0r6nhkSeFJY2DI6hlI7g8ivlOSLPIw2e46H/AOscg/iPSvevht4jt9X8N29g0w+3WUYjkjJ+YoOFYe2MD61tSlpY5a8LS5kdvRRRWpgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWZrmpR6NoV/qUhAW1geXnvgEgfnitOvNfjXqn2PwP8AYEfbJqE6xcf3F+dv5AfjQlcTaWrPnFnluJGkky7ysXYkbgWJyffrWrqt0INKhtYXyNo3LFcF0z7xsMqcntUOmafJPfxfuxIu7k7/ACz/AN9dvrUPie5d70rKZi6jB8/azA9fvr1/GpknezNozi4txZi2mDfDcCQDj5R/Suq8QXkUWnrBiSOQDGySNkP6iuX02PzLuPOOXyS2cAepI5xV7X7w3d3tVyUDYAFw0q/Ubua0VRx0RzVMLCo1OT1Rp6VdwW+j3DMWVtu0EqcZ+vSo/CjH7dKwBYNnkdqrrL5Hh11WXBlflUuCDgeqHr9ah8PcXBJkVV2sTuuDFn8RVKt1a2MqmCTTUXrIt28S3XioqxG1SSffFS+LBiIl33Ox6Z6AVlabc/Z9bV8GQ7scODnJ9TVvxPctI2xoWRhk8urfyNXzxcfMxdCqqkbfCjnbdts4rsNFu1lt5rRUeaRlyqRjJrigSOfStnSpFS9iLhChYZEikrj3Ucn6VmpuK0OqdCNWykZ92p84gjBBORnNet/Dllbw3bgnmPzif/Hq821m2NnqR+V1UncA8fl/kvYfWu9+HzNFoigcr++Q8/XmobvFvyLkuScF5o6+0cGGzUZyVsgeOMFDVY/8e0YX/nhCAG5wBcY61LbYEtvzuGbJQRx/Awqq8u+wWTgb4IuP+3kdK849hDbhSbeRRwNl4M/9thTJVKyX6N/Ct9x7bUNOuy4guGQ/Li+/9GLjNRXMjG9uCCSAbwc9D+4WqQmXpOZpyTyGkPTqDbpT12rcBu4lQ/lbGqsjhbidW/ihI/K2TNTs2JyAeTJxx/07UAzJ0TDxQs558oHB+laloCIJWA4NxAM/9tBWXoS5s4n7CJf5Vp2RIt3PDDzocj/gYrvrfw38jxcK/wB6vViTYW1uWVQ2Ypvz+0D/AOvRen97dD1lv+f+ALTs/uJhyM+f/wClFNvMCSYknG++Of8AtmK889okT/j9iz3urcEn/r3NQbVC2RUDb5cYH5PUqNi+iHPF3AOvpbk1AVxbaeoYY8uPp2yr4pw+JE1H7jK+oJ+9LdVbHFcvqqlb1G/2Eb+f+FdczI1oyMAXCjBrmdWj/fxNjrCuf++nr0ZaW9TxaSTcrdjtPOMlgHIbayA5HbimafM06uhIOD97rx6VTsZHk8OK+Cdg/SotFmZb8jkq4PANNR0YpVbTiu5YurdoZ92CexovWxagdyK0Qsd1avvYKwOMntWReP8AulBZc9CAelON2Z1ZKCbvuYcq4NQleauTIScjv6VWKmulLQ8eUlfQROKUjigDB6U/bmkyk1YwtTi2XKyD+Mc/UV1mjzefpUbE/MoA6+lYWpQmS1YgfMh3CpfD96IYXjfJGflAqJxuduHqpR1OmuSrwfOuYnG11Hp6j0I6g+orAvD5TsXDSuTzsGC+7uvpvA3D0dCO9X2ld1wSdv8AdB4qvKDMnlbCzICVC/eK9WUe/AYf7Sj1rGtQ93mOjCZinV9m9nt6mRd3UvzZYBSMkoMA553D2OSw9mcdqfomqXekakmoWE/k3ULZDN+oI7r2I/wouY0eMyNMhcnOQMD+9kD0Od49i61RCRxkg5D87cHOMfz6H/vn/arkWmx7L10Z9Q+E/E9t4q0aO9hAjnU7LiAnJifuPp3B7iugr5n8BeIJvDGqx6gWY28xEVxCD95fUD1Hb8B3r6St7iG6t454ZFkikUOjL0YHoa6FqrnDe0nF9PyJ6KKKCgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBK8B+N+qm68VWemI2Usrfew9Hc5/wDQQPzr37tXyB4v1c634z1fUVYkS3L+XhsNsX5V68HgCqi7O5M4Oasi/pChInkI6CuT1m4aeeSVu5wBW6l5PaaKzvIis+QqSxMpYeoYfKa5SaU3EqoQeWrV1IyVkcNLDVKVRzmb3hmymHnXKoxCJtBS48psnrg4IPGeKy75pJ9RJYSFtxJ3kZ/MV1ulxpb6KGPBk5rnoh9r1wgjgEDH41LopO9zSGOcuaNtETays1vo1nDIs6jZuAfYy888Ecjr0NJ4e3xQ3EyGUFIsfu3jzz7N1HHap/FkoysQ52irGm2USaDNK8MZL/xMASMDt6VLpPWKNYY6PKpyVrnOWrH+10bGTvBwyBs8+nQ/SrfiJCku0xleOhthF+lQadZyXOpkQoCFIJB7CrfiO0eK4IKwgYzmMtjr/tc1Di7nQqsGmr6+pziDOR7ematWrsu0rncPSoFUBueas2h2OfSqUbshzsro3/EFi5SG5/cqHTJEe5jk88s3JP8AKum8GAxaApRmwzSNjPQ9D/Ks66X7XoPzH5wgbJrT8Jk/2JGB2Mo5+prR01GLt2Z57xEqrjzae8vzL+n6hcJ9gBIYBrHqPVXpkeo3C2EQ+TAtYcAj/p5Oagssb7BjnA+wj/x16jjP+hR8f8usPX/r5NedZXPoruxPe31wbSdSVA8u8JwvX98tSXN5Ms986lTj7cQSvfag/lVG7y9vcA4GIrw4/wC2y0+fcHvlOduL7H/fKf8A1qaSFdmhcX1wLmVBsOJJUB284+zD/CiDULl54WZhlpbc9B3t2H9KpuAbpxu6XEnJ97ao7WQ+dbbc48y15/7YtRZCbZY0ieVdOgAYYaNQeOvFXDfXEFsTGVAEsJ+7nP7wVm6Ycafbe8Yq1NzZS4zw8JP/AH8WvSqpeyPmMJUksYlfqxkup3ItpwCmBFcH7vcXAqe51O5ZrtiVIBvsfL/sLVG4jCw3QJ6RXePwnU1Pdrve6XI5lvRwPWJWrzbI+nuyd9SuBcuwdQftJI+XoRbYqkdSuFit13KAv2QD5exiakChrpBuA3Tx/wDj1tVNnDWsO3+7ZEn04YVVNLnXyM67fspej/I10u5Iz0Vl6YIqpqLo+yQ8bYFP1/eMP61Oq45P1qrqSmTOBjbaE8d8TL/jXfXirL1PnstqScppvoy5p1866WbdEyD3zT4JJISSjFGHcVQ0xsiRPQ8Yq5/Ew9q6IxVjzq1ao56vYGZmYlnY9zk9aa/JpaTIqjFtt6jX6jHYVA3QfWpn+8BmoW70CQ1j+82g9RUnRm5HAqEnMqN7YqZeXYnuKRV2hXVXjORn2rEiH2W+aJux+U+o7VuKoIP0rJ1WMgLOo5U7T/SlJdTWjLXlfU2VfKBh3FQmTa+/dgryCO1Q2cu+2QDkkdKvPp8giDSjGRnaP60nJJalU6M5S0WxlzJHO+duyMfMGH8POW4/2Sd4HoXFQCBI8AAgoe4yVP8A9bGP+AD+9WuVAjMedoJBVsfdYdD9Ox9iazim1sBWXBxtzyuMDGfUcDP/AFzPrXl1o8stNj6zB1FUpq+63IdgRdoUBMYxn69/z5+p9K9b+EnihpjL4fu5MlAZLUt1x/Ev9f8AvqvKNueAMjjGB9MY/TH/AAEdjUthf3Gmahb39q2ye3kDqR3xz+WP8/NSpTs7PZlYmnePPHdfl1R9W0Vn6PqUOr6Ta38BzHcRhx7Z6j8DkVfrc5k7q6FooooGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBz/jbVv7D8F6vqIba8Vs3ln/bb5V/UivkaJGcpHyQcDpvH6c19BfHjU/s3hCz05Cd97dgkA4JRAWP67a8I0lFOoK7MiFPmBeTyDkejdM0nsaQRNrk6RW8dvA6FFGD5FwzIffY3KnrXLw5NxuHUegrV1y7e5unZ2kbsDKQx/wC+h1rOsYxJKASACwGT0FKGiCersdZfXU1rpccbSJnYpKPA8ZGR2PQ9vzrG0OdhqYkJiXJ5aTOBgdcir2vXCiHy4pVKZ6RXbOvHHRuR0qDw0rLLJKjsrLGfuXCxNz6buD9KaqTtdsz+rUlLlUdGVdZvTdXvzbMbuqNuHWtz7ZbJ4dEYuE3ntnmuXu2aS+LMWJLE5bGfzFbN35sfh6BS0uxiWx5qFe/bqOlaKq18zGeDhNWWiQzwuS2qykA7Sp5FSeJGzPJn2Aqj4fnmjvdkTOA7YOyIO2PYUmuTTPcsJGc5A+9EEP8Anmr9rG3L1MXhJur7ToY7HDelSRSbXqHHNScDaeMj3yay5jr5F1Onsbme+sZ4maUBU+QRlUUf7zN2xngV0nhOK4/sKHy4mZGMhLLz3NcVpE6xXaFsYz3jEpHuFPBNek+EopLbTrqB0dXi87KPjI+QntxSc2ua/YmWHg+VJW1RnW0U+bINDICPsQHyn+69Rw+Z9hUhXIFtDkbev+kV1cLhbmABW2h7Tkf9cj/WqyXBGmhPnLfZogRg8f6RmuH2nket7M527imMNwTG3Ed3/CeP3ympp0lMl4BG4Um9H3T3RT/StrUZMRXDgsebolSD6g5/z61d3r9oYjIzJKBz6xUe0D2ZzbBkmd1ikYGbOFT1tqjtY5lktQYmC+Za5yp/54tW+9xkq3IAiEn4+Qwx9asQS4ng2g7TJAOmP+WJp+08hez8zmdMQrp9uWVs7APumrc2W067wHG1A2APR1rYtWCWsfoFFLG+ba73ZAMJ5/4EK9CdW9LY8CjglHFKfN1Zz99u3XmFc5a/UfKf9lqV97XLqyON1w/8P962/wDrV0NxJulu2JPMl9190WljP+lRfNkNcxkc+tuRXBznv+zOWtgTPbERscvZsTg94ytVSp+wIVRhst7cn5TztmIrrISQtuQxJ2WJ9P42FV5Qy2chBJ/0SUdemLj/APXQqlpJkzpc0Wr9zPYlRyrD/gNV7yZXVNpG1oJY9x7Hcj/yBroLWR3By5O0DANUdbGNOiGeP35OfXyjXdXq3ieHgcEqdRtPdMxdNcLcSDI6f1rSIZpAFVmJ9BUXhhYzrMwKKRsPUZxzXUXUayMSSCynGR14rb29tLHK8u5nzORjLpl3IuRGqj/acCmDTpPtTQvIqleTgZrYWTygG4OTzmoZl26kG/vqDU+2kzX6hSiu5hTQNE+C2cVUYkd61tQXEhxyKypFwTWsZNnFXoxg7JEYflc9qnWQbvaqpAFSL61fMzn9nFllHwOBVeUCSB0YfeBFPzikYcGlzMtUI2uiDw3cKLpoXA39BkV1iBZoijcgdMdhXEAC01aObohbJx+tdnE4VsqflI4Nc81qevQacEV7myKgkc1j3MecscccNu6Y6An6AkH/AGT7CuqBVlI55GT7Vh3/AJYkLQkFh37A+lJw9pHlYSrLDyU0zKMR5DA55+9ye+c/rn/gX94VC0kQdV3bssAQvJ5/n3+pP+0MJdO6sUBJVl+THbsB/Jf++D2qgqo0LTGTa2eAOP8A9XX9R/dNcXJZ2Z7CqqaUo7HoXgfx1N4auFt7lvP0qRsMgOTEem5PY8ZHuPUV7zbXMN5bR3NvIskMihkdTwwNfJMR3eZJIyhGXoeOT1OPQjJPsT3WvWfhj4sbT5F0HUpNsMh/cO5+4+cFT6ZOfo31rog+ZW6nDWXspJ/Zf4P/ACZ7LRRRTKCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA+dfjrqf2rxfaaeGyllagsCMgPIcn6cBa4fT91to0848394dv7t0kXA6BkbkcnrV7xldDXvHWsXiSH95dMkbZ/hX5F/RapavafZdNhiUxykActEFceuGHUZPeicJNbDp4iknyt6nKXkmXbGB9Bj9KveH486jb4OCG3cTCM8c8MeAaypyWfBz17mui8OQSmWWVI5WVE2kpCsuM8Dg/X60paIuGsiPxFPJJIqu0rNjkyFG689V+verGmI0ejXcwSUrwmfJSRencnkdulZOpvvvyNoGGxgRbP0rTkVIPD8e5Ig8hLZaF1bHs3Qjipt7qRad5NmGvzXXA/Jf6Vu6yhj021BiKkovJtNnbP3s89awoeZiTj8ea2NfeEJCsYtxhRnyjJ6DqGpvdEx2ZS0MR/bEMvl7MnPmBiOn+zzTNX2C6ITZjA+4Gx+vNS6C2y6R94XAY587yux/iqHV333sh3buevm+Zn8e9H2hfYM7qf8AJqVfuEE457n+lR/55qzaqXLIONw9Qo9eSabJQsD7GU9vyFer+EmQ2W+Ly1Esb/KkflqPlI4yST35715KvDED17V6X4KuAulQ5yAplyW5HQ02rp+hE58jh6o62HAltzgfftcf9+yKq7wbYLyQbZc49pqhsryJmtSZ42P+h4Gep2t/n8KYbmFLQfvIyDbAj5h0M+K82zPYTRZvCAkqHnc13wBknoaSENHcfOBzc7QD2zBUL3sAS5H2hMg3RyXHtk02e8h+1KqSpj7VuJ3D+G3Of6UJMG0MLB5rNg2d0KnOP+mT1fshuuLZuMGS2xx6xkVi2tyhmscyrtjiiQ89zBIav2V5G32ErKnL2SkZHdWq+Vi5kWrQr9kjXbk4wcj36VNMEWyumwB+5PI+oqhY3kTWSN5qfNyMEdMmpLy6jGn3m10OIGPX3FdsoP2Z5EK0Pb2T6k1ww825JXGJLvj28sURsouIenE0JHGf+WBqvdTx/abkFkU+Zd/xjoI1/wAaXdCtwAJEGJlH3h2gzXDZnr3Q2M4igAIz5doPyc1DMR9gmwOPs0pI+s1LGyubbEsYz9lHLjvkiqs0o+wt+9jw9suPm67pv/rUKLuhSklFs0bVd28nIIxg+nWq+sx5tIzg/L5v5eU1PiuLeOMu1xGOpIDDjFVtRv7eSIRLKhby5WGGHdCK7a6fKeVg5JysZnhskayR/smuzuDkZ6qOw61xmibYvEScZBQnj/dB/rXWtcQiNmeRBkkD5qtJtJkSlGDkm+pW8xmDED5V7e1LO6vcW0iEEEbcjpxVYXkaI67iwbIwF7fjVdLw+UkXljKPvBJ5962VKRxTxlKPUlvPnLt2Xj8ayJl71eluHfCEKMZJ+tVWy2MitYwaOGtioT2KTClXNTOvy9Oc0Imc8Vbic0aq6je1DGpNo9KjkAUjjIJxU8rNFWjsU7yLfETjJQ5rasbpXsI2dgABg/WskTI3GPwqCD/Rrll3ZQ8r9KThd3N6ddxi4o3JbyWddgJVM9PX61E/3CBTYz8u6kkJ8ojPJrRJJHFOcpyvJlO4gaeIou3PLDJ6nGCPoRWfa2b3BZ9xK5yxbsOTkj8CSPZxWj86jCnPemfvI081MoZM7ivJB4JH6Bh7qfWuPEwt7yPdyuu3+7l8h0UMcCkyRruQ4OMMT1z9SCG474P9+mby7A+Zt2DAYHIAwOcdwBj6rtPVTUQY7vwwAp+nAP0xg/7h7GnE4I2ZyOQwX6nIH5kD/fX0riUmndHtuEZK0ldHtnwx8ZPrNq2k6ix+226/u2Zsl0HBBPcj17gg16OMV8raPqkuja7ZajbNsaCQMQDwV44z6YJGf7pX0r6gsL2DUbGG8tnDwzIHRh3BrqT5lc87lcJOD6behaooooKCiiigAooooAKKKKACiiigAooooAKKKKACsrxJqa6N4a1LUmcL9mtpJAT6hTj9cVq15x8bNRNl8O5oEJDXtxHBx1xnef0WgDwHSkaa7QsdxzuY+po8QzkylM8Adqq6UVSWaXP+rjJxHN5TZ+h6/Ssm9u5pZWMjlv8AfGD+lbKstjingpKoql9CljzLhVB712Gm6a0WkGZhauzsW2yI24AA4wwPc9vYVyVmN91k+ma7q7nS00ZRj95sGAPpSVNTWo62InQlFRV7nFvG73hXaMjPGSa29Xjlt9NtI2DKNgJCzsw6f3TwPwrM05GuNROR1IH61t+JiQ0ar/dAo9kmrlvFyhUULbnNWnM3Pdv72K1fEkrtcANI74XGTciX9RUehW6zXKb1DAPnn61Y8VhPthIRVO3naoH8qh038RqsVBS9n1K/h5X+0bkEuQjf6sIT0/2uKqauWN7Ju35z/HtB/HHFXPD8CzT7C8O4ocLJHvB/D1qhqUTR3kitszuP3Rip5Xe5r7WPLy31KQ/z2q1YcXceFzk9kDH9eKhUKrDHJ96uWZCtvbnNVyXM3VUdSGSKRZWDoVOe9ekeEE2aJDuw3Eh/9Crh9QxmPj+HrXX+HmlfQbdIF3OQ464/iNaKKSfoclao58j81+ZPHLFCLIMwBxYnGeeFcn+dZ1vJPPaOgXYqW6BWI+8PtAxj8T+laFrDGXsZ5BudfsO30AO4H+QquJlFkFLHP2VPwxc5NcD30PbV7aj74H7PKWOT/ppOMjP7xR/M067RvMu5Aen2thj/AGY0X+tQ6gHeGXy59qg3m7vuAkVsfyp9wsvnX4dwUK3igdMHYjE/ypFC+X5c0ruCNryj3Gy3x/WpraMR3Vuqtgia347/AC25b+tRMBGkqM7E7pwCxySWt1P41PatnUIGJ4NxBxj+9bEZ/SmJ7i6cMaXa7eCY1P5jNLeHdptyS2MoEx9WAqLTDnTrRR2jGamvEzp9yV6AIT7fOtenU/hHymFX+2K/d/qUrlcreHGPlvWye/zKtT3EO25m2npNcH0+7bii6AVbyMdQt+v6q1STPmebGCTPPj/gVsDXmXPq7FZEWO5hDZJE1t91STjyCRUUQR7GMkNkR2Ywy4zmRiceoq5Cxa6twG4820+76+QaoxK32GMtnHlWZB9B5jCqj8S+RlW/hy9GXLu2jlCoqDcxyfpWVquiwxxK8JwwglkYE5+7j/Gt47VJP8RGM1ka6XMcCKh27JV3euQD/Su/EL3dD53K5fvrPsRWFvJYaiLd5F8wTMmFPK4Vf8f0roDjaSBzXL2CzG8F3JuI81QSxyTlQf6V1HbJqsP8BGaK1fTsKOV5xSHrQGFNLdxW55lgPLZpjL0waC4znPFMaSgdmNYcUiEg49aHcZqPfzn0NAWZOThc1Xk+fB7ZzT3YYxniozIEiJ/KkNIaLQBMd6q3KxWwVQWZ87iewrQeZYk3OwBxnBqnDaT3YmuPKYxnjceBSdjakpN3LVtKGhAFWhbyzozIPkUck96zdKi23hhnOAvIXP3q6uErv2ADDrgAdKxlVtojuo4LmfNLY54xBTwDg+tNO05Rs7G4JXqD1BHuDzV+6h2MxAwM9PSqJHJFDtJWZWtGacehTkiKkqRyDghRkZwTwPTBJHqCy9hTY8s2w5bd93Dck8ZAPvwQf720/wARq60RlXIDFwMAKcFhnOB6EHlT6/Wqc0kKHaXDHGRsHPrwO3cgf769hXnTg4SsfRUK8asFJAUGQ3UHB+UYznOCB7nOB/e3L3FegfDbxk+hTDTdRc/2bM2Y5CciJj3/AN0//X7GuD+1bIzK0SyKQfvHIycZz/stkZ+quOc0ovd86xsrZf8A5aMcHOcfN6NngnpuwejHLpy5XrsRiKftI+7o1t/XZn1YrB1DKQVPII706vI/h741NqU0TVnKoeLeZ+NvONpz0GcgehyDXreRiuhqxx058y10a3XYdRRRSNAooooAKKKKACiiigAooooAKKKKAErw/wDaC1Bc6HpoYZzLcMCceir/ADavca+ZvjTfvf8AxFltoyzfZLaKABMH5jlyMf8AAhQOK1OQ2yW/h/LLLtnbI3xrIhHQfMPmB4NcxO2AQMfgf6V0msGK3tIo4zCJF+X5EeGTAGMsDwfrXLzkl+c/jUQ7mtTsS2IYzgJncSAMf/Xro9bmlhUKWuMgciWJfw5HtWNosPnX0KlcjfuOYy4wOTkDkjin6xKhuJQqxj5jwiso/I1XM07JmbpwlHmkrjtGeT7bFtbBZ+vllh+Q5q14hvme4KeZDIAPvIGX9DVfw+VW+gYso2gtkzGLt/e7VBrcpe7kJZzzjLSCT9e9PnlexLoU2udrUu6HPBFcReY4QL3NM8R3UVxfuY5A69MjpUeilv7Qt9vmZ3jHluAc9sZ4/OqWpzNLeSuxckueXIJ/Sr9o/hMfqsVL2l9TUsoLaO0Sfz080Hpv2lfTGKZdC2uZ3uJ540LHJ8sEmn6DM8byorSDcnRGVenu341nXLHPJJPP8VHtHtYf1ZfHzMrM6FvlPGfSpYpwgwBznvxVY9ev60q9f/rUuZov2ae5rXk0jQRr+6ZSu4MgJwfTJ716F4Gs0uNEszI8g+eQHGOmTXnryGexiEkmSmQN0xJH0XoBXofw/fGiwKTyJXGPx/8Ar1LlJxfoEqUFKKS0ui1BpKrFaYuGAC2X3l9HYVWfQh9ikBmB/wBFmH3PScH1rdhbdDCemI7c/lIaiuCqxzqTx5V0vXPR8153PI9j2aMu70NP3qGR8ebdovyjAJjUiqv2DzLp1WVjud1wRx89sD+pFdDIN1xIOcNduAAeuYAf6VkWZY3NqRjcZLQ89sxMtNSkDhEqRWCfa4IROAJNjAlf71swJ6/7NXoNK2zWzC5yQ9m2CuBxGy+tQxoWu9NdjyYUHT2lWr9vKXitGPQC0bJ+pFNyYlCJS03Rrj+zIS0yR4GCGU56017FpbS8iE6rmEkEg84INa9vKHsgIVyFYqW+jGqUkbFbrHUwSYx/uk/0r0XUk6Tv2PBjhqcMSml1IbzSLhprkJNEd0l2AMH+KMU+LR5hOu6aM7pd2cHo1titCNwbzHeWfp1+9B/9anxNultixxmOM+3KMv8ASvN55Hv+ziZlvpEqvbN58YINk33T1Ckf1qqdFm+wbPtMfy2qY+Q/wTE+vvWx9qjjhjxuJEds2QOvzEdaiYyT28sZG1fLuIvU5D7qaqSTuTOlFqxUXSpGy7XIxjOAv9akj0WK6+ymWSQkXIT7oxtZGB/UCtC1ZXh8uT7o5P5VaLpGtvtGALmMYHvkV316j5DxcFh6caqaRxF9b/ZTbwxHfmKBieBkgOD/ACrXit2mYAyKo+hNULlt89ozY+ZI1P08x1rVYGIo4PGByKMNUfLYMwwtOVRTki4miRBSzSyOe2AFpBa2iEgRByMg7mJq/aXAkhyWwMcfX0rKldo7zB74P1q1KbdmzP2FGCTjFCQhI7vaEXafaqd/GEnYAY5zitOW2YkSjlhycDtVHUcHZIP4lqovUzqwtBoyX5PWo24qZh3qBslq3R5T0Y7O4VNDAJGUHkDpTI481pWkY8xSRwTzSbLhFNmmlhaQwRyrbRs4IyWGT+tWZrdfskgQcNzwKliUGIr1BHHNInCmJySVHX2rC7ueqopKyRxtxGILtZeQFyDWraykyBsgYwM1HqVrhm4GDVawZgqhlwyHp6j605rqRhpaOD6GteQB8uhwTyRWNMAh565rVnv4402x4eQcH0FZEzGQ7jySc9K0pxdtTlxlaF7R3Ej3nPO0HtUUlrCJ/PIkYyN86ocEnPUHsemP9oDsxqdOBx0xTXUMCrcggginVpKcbdTHCYuVKpd7dRiNEJCqIr7uvlrkMME8L6EbiF9N6elOSAB/ObyzGF5Z/mXbjAZv7y7SAx6lCrdVOMpbx4ZJo2GZc8MOrHr+uMg9nHvUttPOqpKj8/wnHHc8L36lgP8AfXvXmSi1ufVxkpJNGhcNMsRwr74iR+8OWOANynHVgMc/xphhyteufDHxm2pxnQ9QfF7AuYWZsmRAOme+Bgg9x9K8gX5o9v3XXAQxtnIHzKFJ7gcxnuuVPNJbXs+najbX9q4jnhYMjRjgdwVH908kD0LL2q6dS3uvYwxFD/l5Fe8vxR9V0tYPhbxFb+JNGivYSqyfdmjBzsfv+B6g+lbtbNWMIyUldC0UUUDCiiigAooooAKKKKACiiigAr5D8Q3qax8QNUvZGj8qS+lZTNkLtUkD5l56KK+qtevxpXh/UdQJA+zW0kuT6qpIr5G0PdvmuN0m5Y/mMEihsnk5VuvQ5FTJ2RpTV2U9dnZ5lj3OyIoAHmiZR64PpWC33j/Sr9/MZbmSRsbmJJO3Yf04rPbO3PPJ70JWQTd2a+jOLZZbjK5RNq/vTGcnuCKz72VpHZmYkk9S+6tIboNLjUM4D5chZFIPYcdulYszFnpre4S0ikdD4dSQ3RMQlJWI/wCrRZPQdD25rI1Rt15N/vkcptPX07VsaEI1W5llERCxjHmxuRnPYr06d65+5bc5PqexpL4mOXwI1NLwLlGZcgAn5ot44GenesudstnAHOeBitCxZUEjnb8sTdWK84wOn1rMk5aq6kvY2dHJ+0nC7v3bH/UiTHGeh/n2qpchg5BBH/AcVPo+w3Sb9m3achy2D+XNQXYXznAwRk9FPr70uo/slTnPelXG7t+PNH0H6Uc/5NMg2LJ92nXMJkZV4cqXVAccdDyx56Cu7+HrBtM2HGftRHX1xXn2k3DQXShTtEnyOVC5weuC3A+tdt4QDwRMVfJ+0k4yCOMd/wAKUVe6Irz5Ixl5o6O3DC3Dydohk/7s5qS/4Eu084vTk9uAaxE1h4dPQMiANb8tux965/8A10641yFxcD92eL3gP7ADn361wcjuewqisbkUh8wDqftA6e8GaoQIIp7Qrxl7Hd+TVSOqSlw0ZhP+khcnJBxb5zVe31C8861bEIUmz3HJJ+6SKapsTqI0bdC0mmy9h5Sk/WRxUsLZghLdBDASc/3ZiKxbfUGMMDBkOEt2PsfPOR+tN/tOWO2kVVV9kL9v7txmnyMXtEbtnOUE0aAALPIMH2c1NEHkSYnCgwvz/wABNYMF3cG4upFMbAXMmVKnI5z1zV99Y+xW0pdAcoygfUYr0XTbo6dj5/6zFYvlff8AU1LfCXCgv1lhCk9v3RFVo5h9os3ZyR5UGcf7zj+orCh8WJ5kJlgG5ZIGAVjyAhB5/Ko7TXJLhreKOOMbEhDEkk8Tdv8AvqvO9lLqfQe1j0NuJt9uAqZP2UDv1SWrN0JQj4yG824wBgYymeKy59RuxbSbPLUCC6xtToBMBT59TujeSsWHyzXJxtAwBCP8aORhKojXDpFAtzjMbRqQffA/xqE33nCEoNoF1Aoz1I3GsyK6nfTYInbK+WvQD0oE5hS2AG7N5H+gY/0r0K1NqlqfP4TFxnilGO2pSuQxtYXHOI0Of+3hq6NEV4IyDxIoxn3Fc3HdCa2gjaML5kVuNwb+9Ox6Vp2WtKmnRItu0jJlNxYY4JH9Kyw8Xdo78dUhGKk2W28y0LITlScrUTyFhG5A3A7fy6VXuNeYkYtIwuOcknFVhqclxOvyxhBxwveuxQfU8eeKglpsdegMsSttG4rmsW7UGA5xlGx/9aqhuJiADI3y8D5ulQvyOR3ojRtrcyq5ipKyiRupIqHy/mzVo8KvHQ1EQdpHoK2UTz5VW2PijyAe1XonSMZLDis98lVwOOuaUPuXrzS5C412tkbyalCi8Ht0AzUE2rZcNHFyOMsaxxJtbB6daHuFClval7OJbxlZ6IuTXU1wuJCMeg4rFu52hYpDLjd9/B5FUZbq4lJzIcE9Kla1MVr5jNk9Sc0NJq1ioOcJczlqyW3mMeAxyDV7ORwayF+cY7jpVqKU7ME8ihMU4a3Lolx8pGPrUUjEgheSOlTQ2sz4kmGI8dB94+9S3ESjhQAMZGKTmjSGGdrsy0tlGTgvITzg4LDuB78Aj3ApyjIHJYMeqcE5+YbfQnG5fRgy96lZSDTmUSHITcGOCucfMeSuewYjIPZx71xYin9tHuZfX/5dS+Qo+aMLkMWGU2/KGDHIAPYMeVP8DgjvTOSWkypBGSc7Acnr/sgt3/gcHsaeVBBZmDAgnc/CkE8sR2BOA39xgGqQORJ96QS7jn5Qz7sfNle7Y+8vR1+Yc1yHrGz4M8UyeE9f8+QudOmXbcxhcEY/i29mBPI9zjgivetJ1zTNdtvP068iuEwCQrcr9R1FfNDoqgFTEybQ+RIQuz+Ha/Xb2V+qH5W4qfTNXuNIvI77T5Xt5Iz8xAxyOuV/9CTp/EOCcdFOafus87EU5QvUgrrqv8j6jFLXL+EvF1r4msxhlivI1Blhz/48vqp/SunzxWrTTszKE4zjdC0UUUiwooooAKKKKACiiigDgPjDqH2D4aakucNctHbjn+8wz+gNfN1yj21kkEiEZ+dvOhHX2cdq93+Nbvc2miaWrhUkuHuXyu4YjXAGO/L14frFrLbojiOFCV5+zkrz7g8flSknpoVCpBNxur9jm7lscDp7NuFQRqZJo0UZJ7Ac5p85JY56+4p1gMXiswVlQFiGyRx9OaYbsv6s4Exj248sBBmEKeBjtWKeWNXLhgWPK/gTVMcmktgk7s6bTHEGj3jh8MwCgJchD0PVT94c1zcpJfmuqu4Zrfw9FGUnCkB23RoyZbnhhz0A/WuVl6//AFqUdbsupokjSgZk064YFxuCpwwxyc4PftWY/WrZcDT1BxuZ88p2A9apk1RDZraE5F2MEg7WGRKI8cepqO/YGY46/wARMm7J9c1N4cR5L51RZG+Tny41c9R2PFR6hua8lBL/ACnb8yhTx6gVP2ivslALn0/On7fw/Sl4Xq360xpMfdqiCRW2EE4/nXomiXKf2UjwmRigCsXUA5AHQDtgjrzXnNvE00gGR16k4FeleH7iG3twjOuyKQAsJA69BnBwOKqG79Gc+K/hr/EvzM8RQGCAlHLCFGGcn/lvg/pU8wgC3KKYVwt8AMDPUY/SqM+qJ9nWKPtFsLZ9Ji3FV2nViwWNZGJnGR1GQOa5uVnppo1DcQRzkSzRsBcls4znMGBj8eKIDGwt5t23Y1kM/gwNU4cvcK72UxjMiHaIi3WMjr35xUMdndmNSttdABYjxGcZDY70WQ7sRZn2DBYgRr0OOBLmmyTOBMrNtLJMucZJ+cHFTSabeiILHbTMwjcONhG0rJ/+r86jl0nUSX32cwOZB0B5xmqvHuTaXY1NMl3R3Sn7xmJB9eBWhKY2tpBMDjaeAPasrTImt/tDTRsjHYcEdioqyZFnDq0UpYjKqAQTXdF3pfI+bqwaxjduqM/TktZTDFIi72e2Az1xkg/0qzb28C2+1QNxgQk55yLkD+VZyQeSoeaG5SREVlwh/hk5J/CrRu4GtZIyro4t5kI2kYYShxXnvyPpV5mrLhbOdFzj7PdqP+/4qvcTRrPeI0yCUC9yD67VAH4gVQuL5SJbeFJZCTOi/KSSHIYH9Kqx6Pf37b/LMSMQxeQ44fjOOvWhJLdhJt6JG1at/pCRi5Vj5Y/dj0Ap1xqsFm1qCN7JcCRgD6Kwx+oqrbeHpQgX7SUuI2KcL3HHXOf/ANdR3Hh67IETyqrA5ViCQa7Kk4ygeHh8LOliFL5FeLVo1S3UxZ2JbDJb+4xJ/Mmruk36XEJj24aPgkd+TzVFfDMrY8y6QITg7VJIB/wNTJYDSrxAju4lTJ479D/T86wo1IKaszvx9CpOi7rY1GxJkEcU2KMRL6c1Yis7qdfMS2mbPohqxLpt19n3SRbFPPLDNehzLufN+yqNaJjVIYZzx601jkDmq0azQtyCVPUVaWKWRg0cTMM8kDgU+ZGPs5N2SEl4FMH38etEqur7WGMZyDUIZhIMHjijmQ3Smt0WFO1D7cVAxMT5I+U9/SrdvZy3WQhVe+WNWZdM2IVZixI6AYFJ1Io1p4WpJXsZj4IyOcVUmbarAZ56Ad66Ky0qEKTJGWz/AHiasTwxW8ISGNUGOcDk1DqrZHTTwUt5M5/TtCeQGW6zGM5EWOSPf0qfUtFWASLA+InHKMcgfStaF2bagOOe9N1JWUAMahSdzoqUoKGiORezltlTGTt4PvWnpgt4j5kvzP8Aw56A1ZlQMvTqKzypjcqRkdRTkm1oZ0ZRUve3NsXMbgk8t0OahlCOnB6n5R6e1ZiyYzhiPrVhWZlxkGpUbHTKqmiOReTxTVGMgjcrDa4PQip22tjJ+aoyDkdOO1acvMtTinWUJXjuPKh5VUyu2/Misq5d8DBYL0LgcMn8a8jmkk2QQEsqlVVQNsnykHlMP12nrG/VTlG4p6yKhwysUPUKcEEcgqezA8g+orP1Wba7QmUOOXDBOCDySF9D/GnY/MK8+rQcJeR72Dx0cRDX4kVEa7nnyod23scKmCXx82F6b8feTowpJHZkVSybRtIIOAR/Dz6dlbqpO08VagfytP3spZGIRgr4PqoB9e8b+xU0yGCS4WR5dnlNmUOQcHJwZMf3T0cdjz2qLnWlcfpGo6lp93HLYPKksJLh4xygH3sDv7r269K928EfEO28RJHZXxjgvyPkKn5J/dfQ+35V4ukPkAqFOwMBsL4YP/CNw+6+PuydGGAacbZ0ImtZD5pclMDZ5jLyRj/lnKOu3o2MitI10/dkc1XCON509+q7/wDBPqOivPvh147XxBbJYX8g/tBF+SQ8eeo/9mHcfj616DWrVjGMlJXQtFFFIoKKKKACiiigDO1LR9O1eNUv7OG4CZ2+YuSueuD1FcRrfwa8P6uGMNxe2THoI5A6j8GB/nXo9HFNSa2IdOMndrU+f9S/ZzvMltP8RQyf7Nzblf1Un+VcN4l+HWs+B3R7+S2lWdSI2t5jnA65GAcdK+ua5TxX4C0zxdKst7cXUUiR+WphcAAZJ6EH1o33G+aOsNz47uN2Tnd+JpLG3NzfQwqC29wCEG4478d+K+odG+BvhXTbwXV79o1NlOUjuiPLH1VQN348e1b/AIm8B6bremx29la2NjPDIrxzJaqCAMgr8uCAQaNNgcpJXtd9j5h12NYY3QIqEP0Ns8LYx3GcVgW2mahqLN9hsbq62/e8iFpMfXAr2/xD8H/Fd8BFazWEsZOSzTsv4kFa9a8D+GF8JeErHR8o8sSlp5IxgPIxyx9/TnsBS5eXS9xqq6iu42Pje4tJ7YrFdQSwyqMGOVGVh+Bqq645r3X416FqOueMIGsrG7uWitEjCwxMwOWY9h71heGPgR4i1h0m1hk0m0JyVfDzsPZRwPxP4U7aCU03ZHBaFDH5E8zorbXUYeBpB0J6j+VZtwwMjNsC5OcBMCvWfEHw9i8O6tf6bptlqF1ABG8Erh2YkrzjYAG5z29qxtJ+DPjDWpQ5sF0+An/W3z7Tj/cGW/QUuRrVjVaMvdW6PNzk9Kt6fpF/qszRWFlc3bqMsLeJpCo99oOK+i/DfwC0HTik2tXEuqTDnygPKh/IHcfxP4V6np2l2Ok2q2un2cFpAvSOCMIv5CnoGrPkqz8LazYxMfsGpwzFcAiBxjPtjmuh8NWk9nDLBch95m3sskZQ8gdj9K+n8A8GvL/ipAIL/S7wHAkR4SfcEMP5mmuXWyMmp6Xd0jz/AOzxlCpRCFimXO0cfODVxPL+0ZATBnPQAY3JVDeXdvn/AI5hx7gEVKMbw/bfC39K8t3PejYmeTKK4Y5CQkn/AHWxTWDoJIy3AWVffhgwqrIyeRJGzgjy3GPXDZpI5ozcSKZDtaVtvPPzIDQUWLyQjcemXcf99Jn+YpcBp+nWUZ/4EmKpyygxgFhjEblj/wB81JHMGQOD/DG2M/3Tg/pR0AghV0lV48nMK5x1+Ulf6VtW96TGwIJyKx5ZFt76NlfjdJGcfUMP61fQA7ZUcfMAeP1r0aLvSVzxMTFxxDaKWoSboZCGYE71H0YbsfmKczNIzHOVZ92QegdagumyzqTnGDx7H/A1Vt5iLVFIO5F256n5D/gK4WraHsRd0mXN2zDn+FVkx9Dg1JGrHECnr5tuOfX50NUmuIg2GYLGXZeT/C4/xqs2sWyKGa5jDDZJ1/iU47e2alJvYbaW5ppIZLgydPOjSYDphsYP6itPMc6fMQDjpiuTfxBaxXKJbq8gR5VGBgFTgjr709dT1RmMsUKoD/DjPFejRg5U0meHiq0aVZu+5pHiRkJH3sH8elVnuPKure5UgFHVjjjhvlb9QKxL/Wr2O5ZgqI20NgpyMGqg1S4lDq4Rhhh0xj5gwrlVGUZHpfWI1ILzR6pY3guYtpJz71LMimJstn/P/wCuuO0rVgyBiSpzXTwahDPHkOOnIzXby9UeVz6uLMeeLa5GKiR2jbjOKt3RQyE7gfxqsCn1rZPQ82UHz+6BAkb5j19RTBbqCCWFTqivDvDYxwQaoteKsvJVhnDYP60k+xo6bteRr28iRJjIB9c1Y89XOCRz0NYV5f2kcW0zDPYLyazk1UDOCw9OKVrmrkoaXO3iIKAqSQarXEgyUPIH6VgW3iNYAFYO/vjHFDa4ZHfyIlAPRnOT+VCg7jeIgomyrqjAqcAcgniodQvI5BgNn3HrWCszTXW6Ulto49Kfc3UNuFaQ5OeFHc1oqfVnDVxUn7kUXTJwPWopUEi46EdDVQarbEc7hVeTV1HC4+tXaJy/vZPYlciNtr8N6VJHMPoM1mi5utQlVUjTav8AGeB+dSsJojiVSvv2/OknG5vKnU5bs0vMQHPel8yPqW59KzC7sMLkn2pyLLggkAVV0YezbND7QuecVUfF0zBlLAcqVOCp7EHtTFiH8ZZ/bpUySCMYVdo9MVMrSVma0r0pc0XqRJZrAQJNrkggcEp6nA647kDlTyMirIuHDhwW3ghgwIzk8Bs9N3bP3XHBwaa04ZSGXKnqCODVdwG5Vz3+9z1/z/jmvPqYaV7rU+iw2ZUpK09H+BdS4TZwsaqFOVKkqF/iGOpjz1Xqh5HFWlaF22kEq5CbZXznjhHPr/zzk/A1hSSyxkbcseDlT0I6HPY+9RG6uETmB9uCMYzwevtg+nT2rH2M+x2rFUXtJfedBO5sLqG9s7lxciVQj42FnHZ+yyD16NXvHgjxVD4q0UTZC3sB8u6hIwyP647A9a+W3v7h94ZvvrsbOckDoCDncB2z07Vt+HPGGpeH9St72Fy80I2sSDmWLuj/AN5fQ9QelawbjGzOepCMpc0dH+Z9ZUteUN8d/Dgt4WNhqfnOwDxiNflHcg7ufw5ruvD2vT6/BNeDSrqys9wFu91hZJ17ts6qvpnk+grQzaa3N2iiigQUV8gf8Lt+If8A0MP/AJJW/wD8bo/4Xb8Q/wDoYf8AySt//jdAH1/RXyB/wu34h/8AQw/+SVv/APG6P+F2/EP/AKGH/wAkrf8A+N0AfX9FfIH/AAu34h/9DD/5JW//AMbo/wCF2/EP/oYf/JK3/wDjdAH1/RXyB/wu34h/9DD/AOSVv/8AG6P+F2/EP/oYf/JK3/8AjdAH1/RXyB/wu34h/wDQw/8Aklb/APxuj/hdvxD/AOhh/wDJK3/+N0AfX9FfIH/C7fiH/wBDD/5JW/8A8bo/4Xb8Q/8AoYf/ACSt/wD43QB9f4or5A/4Xb8Q/wDoYf8AySt//jdH/C7fiH/0MP8A5JW//wAboA+v6K+QP+F2/EP/AKGH/wAkrf8A+N0f8Lt+If8A0MP/AJJW/wD8boA+v64L4uWxl8B3FyvD2k0cwPcfNtP6NXz7/wALt+If/Qw/+SVv/wDG6p6p8WPG2s6bNp+oa151rMAJI/skK7gDnqEB6gU07EyV1YsnXZoLgq0eQHU8HHUY/wDr0DxLIISFibcI1/i7q1cY2oXTsS0uScZ+Udjn0roLbSb+4tIplhLJJF5oJYfMuPmPXsaxlCC1Z1U6lRqyLsniC4aRisSAlnHJJ6imf2/dGVZRHCvzIxABwflx603+wtQDANEgbKjJkXGf4T9CKkTw7eMefLVCpbljwM88Y6qeoqf3SNL1n3IG1q+dP9cq4TGAo7Nmozq1+pIW4YffUYA781pf8Itc8/6Rb5zjGTycdOncdKP+EXmADG7gA4O7B6f3voDwfSjmpByVvMzv7Xu5ZlaS5cjzAxxx1GKu/wBsXpGEuXAHQDipf+EWfdg3Kk9Nqoc5/u9evcetObRVi2q0zsSMq6pw4/Pr6jtW9KrT+FHFisPV+Myrq9upGXdcy4YFT83rVQ3ErcvI55DHLH6Gt46Mj/K7TYzzhBTW0S2UnMsjHr2GT/ge/ofapqcsXc0w/NONr6owOdoHJIGOfUcj9KDy2B905/Jun610X9i2BXInnXvkgcD1PHboR6c019Atw20SynnG0Yz6kD37j1FZ+1idHsZmFE211c8Ywx/ka6aGK6X5Y7tQmAQ0g61Xj0G2zl7hgMZ3fwnPf6Hv3BrSTT4lcRbpJoxwqyHJVh2P8wa2pYiCdjhxmBqVEpK2hhatHKJ45J1XLfLuU5DD1/lWYxKjPQ4/+t/QV19zDpix7biOMqOvODWNc3GlxtuhsZGGcgluAfXHp6iid27pF4dKMVCTV0Nshe3EIKRsqRqcfNgkZJzjv9RUiX00Z+WdwR15pv8AbyBPLFqyx/eVVlPyH/Z9COoxUA1GGa6DyWqEsMN83Bb1/GnTqTvaSM8RhoW5oPUvnVLt8b5mOOhGKYbqZz/rnz9achs5RlY9vqMmrMS2oBBtlfPck5H61vzHB7JvqUzcTEbZHdh3G44ppZRzxVp4rUc7sD0LdKVZ7CI5+zxNjjkk/wAzT5uxHsX1ZnKwL8kdeKkLDsa0G1i3GQsKqP8AYUCmHULZxnJHsRTTY5U13KIJ25605ZXBwAx+lXhd27f8tgv4U0X6Qtujm59louxezXVhbTz54tpHB74xTjplxfz75P3aDoByf8KemuqGzJEXPr2/KhtfBz8jfnipbm9C4U6MXzdTRi0q2hiKrCrMeCzjJqp/Z1t5/wA8SIR0PVT9RVKXWrhgdmFH1yaqm8uJTlpWz7UlF9S51I9EdHIYrWEs7oFA4GPvfhWc+pCRCpOF9NtZTzSOcuxPuTmkUM7hEUu54Cjkn8KpRSInUlLYutMnYn8adFKG6MPzqGTStSiyJdPvEx13W7jH6VT3BWIJCkdecYqk0YSg+ptCT0Kn8aPNI7qPfFVNOtb/AFGYQWNpPdSHosEZc/pXd6R8JfEuobXuo4bCM8/v3y3/AHyuf1xT5ktzNUJy0SucW0pbq9RmQ9icV7fo3wa0i0lEmqXMt+R0jAMcf44OT+dddZeC/DunypNbaPaJIn3WMe4j888+9Q6yOiGBm99D5rtdO1K+mWG1s55pG+6iREk/pXS23ww8X3O0tp4hU95JkH6ZzX0aFA6ClqHWfQ6I4KK3Z4hY/BbU3w11qFpBnqEVpGH8q6mx+Dmg2wDXdxd3Tj0YRr+SjP616NRWcpOW500qUabvHcxdK8J6BogH9naRawsOd+zc/wD30cn9a26KKk1CiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr2O08JeKrPw9pV9b6NJe2k9pDcRyWT7iu5AQdh5B2nDDkGvHK+3/An/JPPDP/AGCrX/0UtTKKluXCcoO8T5vu9Xm09RHPpF7bFQV2ToUABPK8jpnkVly+Jp3PypEp6g55Ddm+uOD2NfYLIrqQ6hgexGaoy6FpE/M2lWMmf79uh/mKhUYLoavEzfU+Rf7evCeBCVHGNuRg9uvTv7HpSjX7/IwY8g5zs5z6/XsfWvqm48DeFLokzeHdLYnv9lQfyFVf+Fa+Dc5/4Ryw/wC/f/16r2cexPt59z5g/wCEgvANpWH0A2449Bz27ela1knivW3SOx0e4nLMHGy2YAnudx4Ge/avpiw8H+G9MYPZaFp0Djo6W67h+OM1t0KnFa2E602rXPnzT/hR4x1WzlmvpLfTnUfu4JJMmQ++zIX9fpXG654R13Q2ZdU025hAPEwBeM/RxxX1r2ppAYEcEHqDWql0Zyumr3Tsz498O6Nruv6ibLRYZp7lF3nawCqB0JJ4HpzWnqPhDxzpYxc6LfeWABuhiEgAByOUz07GvqqC1t7UMLeCKLcct5aBcn3xU9Q4p9DoVSS6nytpHgfx3rNxHHFp1zbxyZbz7pBFGobqTkZ59AK0rn4UfERWZVjimU4BaK8QZx0PODX0vS0uVdgdST6nzlZfBLxXdWhnuZbC1nz/AKmSUsx99ygisnUPhX4w084bR3uE/vWsiyD8uv6V9RUda152c7pR3R8b614T13w7aJd6tpN1aWjnCSOvGf7pweD6ZxXO+dJIN0afL2yP8ivuS4toLuB4LiGOaFxho5FDK31B602KztoYRDFbxJEBgIqAAfhU3NNbnw9HeXKMQWBGehrpdF0LWtcVf7N068umPXy4jtX/AIF0/Wvrk6Xp5bebG23evkrn+VWVVVUKoAA6ADiqU2jOVJSPl23+F/jK4maIaJKhUZLSyoq/gc81Z/4VB4zz/wAguL8LuP8Axr6bop+0ZH1ePc+ZT8IPGZPGlxD/ALe4/wDGrNv8FvF8zgSR2NuD1aS5zj8FBr6SpKPaMaw8Tw2z+Al2YZDfa9DHJ/AIIC6/iWIpbX4BXLA/bNfiT0EFsW/mwr3GilzyK9hDseCr8BdWMhD61ZBB90iJyT9R2/OtSy+AcClGvtelf++kEAXP0JJ/lXs1FLnkCow7HmcXwO8LoBvuNTf6zqP5LTLz4HeG5iDa3WoWpGMgShwf++hn9a9Qoo5mP2UOx55bfBnwjCwLw3lwB2luTg/984rrdK8N6NokYXTNMtbXH8UcY3H6t1P51rUlJtspQitkLWXd+HNEv7hbm80iwuJ15EktujN+ZFalFIohgtoLaMRwQxxIOixqFH5CpqKKACiiigAooooAKKKKACiiigAooooA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+3/An/JPPDX/YKtf/AEUtfEFfb/gT/knnhr/sFWv/AKKWgDoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP//Z", "path": "003789.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003790
Sarees
{ "bytes": 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", "path": "003790.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003791
Sarees
{ "bytes": 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", "path": "003791.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003792
Sarees
{ "bytes": 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", "path": "003792.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003793
Sarees
{ "bytes": 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", "path": "003793.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003794
Sarees
{ "bytes": 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", "path": "003794.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003795
Sarees
{ "bytes": 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", "path": "003795.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003796
Sarees
{ "bytes": 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", "path": "003796.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003797
Sarees
{ "bytes": 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"path": "003797.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003798
Sarees
{ "bytes": 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", "path": "003798.jpg" }
Given an image of a category: Sarees, which has 10 attributes, predict the following attributes: blouse_pattern, border, border_width, color, occasion, ornamentation, pallu_details, pattern, print_or_pattern_type, transparency.
003799
Sarees
{ "bytes": 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p/ETag6SazfCGPaSVfG4n8Of/ANdaxlGGrOeopz0R6wWDqSy5BHO7pisG/wDCWj38jk25ikY8tCcZ+oriIL3XTqgj/t+7MYAMg83J78cDPtmrsN/qthclru+vbm3DAtNCxBT88g4HY9ar20XpYyVGcdmVtb8D6naCSa2YXUKKSFX7wP09hXOmDaAHQxsgwwI5Br3CKeF4hIkiuv8AeHc/Sub8Q+Eo9Ula7tmENw33xjKv9aU6KlG8C6WIadpnnCxqsY4ILDP4f41DtABbPfPSr+p2c1lM6TxskgAXB47c1UjdVYckkHP6/wD1q47NbnW5J6oIEy+SvI7+/f8AIVMFVeeQWPr0poZTGoA+dlwQPc5p+3dIMr6ADr0pDsrA0ZyMPgjkjFRPEyIjnBywPSntlvLVsKc4OO9Puk/ddwFYHH4ikm0xaGdqyIujXTLjJQr09K8+PWvQNeLLY3SpkR+XzXn/AHruwvws4cVbmRqReHNbngSeHR9QkidQyOlq5Vge4IHIqjc2lxZy+Xc28sL/AN2RCp/I17x4n8ca94L+G3gI6JdJAbrT8S74VfO1I8feHH3jVfwr4/tfiZOPCfjawtZZLpWW0voY9jpJjI+h9CMDsRzXSch4RRWr4j0afw94iv8ASLkgy2kzRFgMbgOjfiMH8ayqALVtZ3N7IY7S2mndVLlYkLEKOpwOw9aq17/8JbjwfJZ6pDo2nahHrKaSxurm6ZWUjADCPB4BbB6dBXgkb7JUfGdpBx64oA2bTwb4m1C1+1WmganPBjIkjtXKkexxzWPLDLBM0U0bxyIdrI4wVPoQeleiXvxv8bXOpi6g1GO0hVspaxQKYwPQ5BJ/P8q3vjHpsOq654T1GGBYL7XLOPz1UfxkoAT7/PjP+yKAPMNM8L69rVu8+l6Nf3kKHDSQW7OoPpkDrWbPBNbTPDPE8UqHa6OpVlPoQele1fE7xrqvgrXLHwr4XuzptlplrGCIlXMjkZy2Qc8Y+pJzWX8Wo4te8M+FfG6wrFdanbmG82DAaRRwf0YfQD0oA8jooooA3vC+06hIGUEeX3+orpGVDG/yjI/oa5jw2SL6TAyfL6fiK3ZrlVdhj73pXFWTdTQ9DDv92KhLMKuq4jUYNQFRGoODz096jYFsc9fQ1Okjt2LBk3E8cUm7OAByehqAhh60u8g45Jx0pco7k7MUPr61Kpwo6Bs8t1x7VWjBzubr/KpmkMKA4+bsPSk+xS7slLCAdt3UlugqgbtTKWGSx7t6U2TzXiO/Hr161XSJmly3PBJ9qqMF1MpzfQ0PMO35Fxmui0HVbW5T7FeAiQjAx0b/AOvXIxyu4AOOfSt+28NNd6Wl7a3aXTeWzywKNrRlece5xn8q6MNiJYeTa6i9rb5nr2j36rp/lSXc0pQDaregHT1rSh1VDbjJIYZ/dleAfX6V4t4bmnm1JoY7Sa8QxHKRSbdg4+Y8iuvt4cQOtrqLw3MbKwE+CGUjof6kVjXqwk+bZnBXpxUmdVf3d0kLvp8clzcRHfDbnCLnG0gsR93JDev515UPDHiK8uru91hpDcXJDtcMc4wM4x6Y4Feo2zQraQTvPOlxj98hfMZ+mfw5GKyb3WYvPEVmjXGPl2ohZWx2XkYNcP1yz5I6nJdxd0ecW2i3ksHnTYVflEeT8zFmwPwxk59quXAWxTUmjkMiR3UaRhjkhAMHr165qXVJJGjmkkle1aJt1uskRVXYDG3rwwHQdD1rlLmW5W3yXZgxBB3deMNn8RVRUpu99B1K7qfEtTRvdQa4toI7L7yySzbgPujJ/X/CuaDfvsBwc9WJ6565zR9puVtpY432Q7grkHnuQP51UaRRktnaB0B613wjZWMo3Nu8ie7s2hgtbkyfI0BCcOP4sf0FV743ou5WvgyXlwViEWcCJeOtO0G+VLWWKRG3j5vMzzW1GZNSl8vaLqYL9yU7tw9s8/hVJK9mX7Tkei0ORuLaS1mkjkBzuJDH+L3ojlU8/wAQ6Vp61p6AmeNZYJUISS2kyWHuue3tWNHaXMl1FbqhWSVwoD8ck45qrdwupao1tPSe7uVitg0k7ZI7BR3z6D3rYllWItl4g2zyhcE528chR3JxTVhh0fTzaXl1FZl+bjZmSaXB4XA+6vfkjNV11/RSslubQ7SB5c9xAJSpHfaCMfTmsnJt+6tDNrmZd8OSahYXQ1GxhkdFJEpY5Mq9wQOe/QZ7Vs6/qE4hkaS2Wy3AbZJnyPchVyxx+FVtD1Q3enX8Casbi4QK8YjtjH5Q5XITgHqOPXFcnqdydKnZdNvr5GyuTI7I+cHOR9aVKpUU3FOxvTqyp/CzsLIXiaGrbJbslBKk84EYaMg/j2wM8nPtWWniOVisXmF0B2IjDIBxngjnipZNbivfCdqNWkaV7iGSON4pMOrxtwGA7EEfl71zMsFqdi+VIwH8SS7MfgR1rooYmrTbuzqo1qq21R2cmuhrVI7TdbXJO1nR8Z+lOvdUe70uWwut0spUNDKMliy9m9QRnntXGxafFO2bea4j243b3DA56YIAq3FY3dwyhZyyL97yyS4H0HNY126tTnm9Toc1LVx1HKhSQK5EZxu+c44qK51MKUEKF9nc8DPrV+Gx01I3aVnkYdijHnsOfWtTStBEVkbgRpIrruBU857Aehycc+lQ3FasPfsV9ItEukhAaWWWRcsqQ8Antkn+QrorHRHi1F4pNrvs/fZboM8JkDjqM46/nWWuk6h/azNppeBY9rl1YoEJ46duhp15PrWk7Al02yb5w3ylm4IyT1xgkj6+tXGcW0iHGR0OsW9jaaJs+zWNsruu11LM3XPFZ1iGuwYoVspT1L+aFIAH6etVGi1jU3tlvykqwKQobCnGOhIHPQVLaaXcX6OjymCJGMTLGPvY5YZ6ZJwPeoqyT+EqEXFalzT7OO81JUFykkhblgAEU/7I6sf0FUNU02S61G4u9OnEqljuUPtZMcdO49CPWtXSNMfSLa71CO3ku54AEIzkc9Rxz0xn0zUemw+TqC3dohuIGJV4RxNGDz93vjHUdcVmvibRVzPtdFmtm81ZsTqQBgdST09fcj0rZ06/Ww025s70mHMmRJGMhs5Jz79vxHWrdtdobfz7m1liCgK0jxNgt13k+nYdxVaXXtM1G2nsLqzWEFPkkwMqVHBB689xzQuZ7ibbJ/CUl1DezSrcK9heOQAx5SQdCPrgj8BXZqx3sA2SMZFcH4QhuIIWuJFP2Z3IRg3+rYdyPQ+vqK7m2uYbuFZYW3IehFdlK691nJXXvXRW1LS7TVIPLuYFf+63dfoa8z1jwrf6TIzAGa3P3ZVHQe/pXrLHGN3QnimgB0ymGDcZPNaTpqa1M6dWUHoeMptL/dPKkj26VKnMhK8EZ59a7nXPCaXEjXVgqpN1MWOG+npXDhJELBlw6sck+/avNq0pU3qelTqRqLQj2kzKuM8nGRT74yNFgNn7pPGB60/YPtA+Y85wT/Om6iwNlIVbBGAOOev/ANesU9UVYp62/naVfSY48nqe9ea967rUZJG0a4DSMyBDgfjXCnrXo4ZWi0cWLVpI9b+KX/JMfhv/ANeDf+gRVw/gCOaX4heHlgzv/tCEjHoHBP6A169q3hW18dfDvwVBF4j0qxksLACVbiYZyyJxgHjG3vVDTLTwX8Ill1ibXLfX/EKxstpBa4KRkjGTgnHoST0zgZroOMq+MdJ8Ka58XfEw8Qa+dJjhEAiZY93mP5ahh0PTAri/Gug+ENHtLV/DXiR9XlkdhMjR7fLUDg9B3rldS1C51XUrq/u5C9xcytLI3qzHJqr160Aes/Af/kLeJf8AsDS/+hLXkpr374U+Eh4ejvdTu9f0TZqelGKKJbob42fDDeCBjHfrXluveC5PDmvabp13q2nXa3hXM1jN5ixgvtOSQOe9AF74ceCh4o1d7vUWFvoGnDzr+5c7V2jnZn1OOfQZ9q0tb8ZR+MPjBot7CvlaZbX1tBaIRjESyjkjtk847DA7V6T4p8HQah4ds/DHh3xRoem6FbgNJG9wDLcyd2kIPPPOPX6ADybxV4EfwNBZanD4g0zUZDcgKlo+5kIG4MeenFAFn44Aj4r6tnusGP8Av0tbPi7j9nnwWG+8bqQj6fvf/rVueKfCCfFqey8VeGtTsI3nt0jv7e5lKtA69yAD0HGPYEda5b4r6vpsVjoPhDSbpLu30SArPcRtlXmIAOCOOME/8Cx2oA8uooooA2NADG6lCHBMf9RWtJHLEME57561S8J7f7Rm3jjyT+HIrqbiG3dEOCCD0GOfrXHVnadjvoK9M611iS2UiPA6KvtVBLeGafaY1ZR8z/KOnpRcXTSHfgiNDhF7sar/AGqQQun3Sfmlb0z2ryIRlY7yKWO1xLKYkVVPQDB/z/jWaluHYuIwAfXnGKlkuFmYKoxEvJ56mjzPkCDjPX2FdcU0jSKW4oVViEmOP4f8aryR7AGdSXJ4ApJL0uSsSZC8Anv70xrhzkLjefvOegrRRaFKaegyXerhQuZD27CofKAV0B3O3De31qyGO0rHkZ+85+8aeIlijxjBPTt+Jq3Kxny3KiIYl+UgkdzXf2moWt4U1u6tbKxtPNW3aVQTI7Y55GAB16g1xfkfJuk+7jgVTkLsTEhJUnO3J25+lL4zOrSui5Fq9zbSu2n+Xbbgy7o4wDtPY/hXcaTq1vc2thdXSQt5s3lSbgWkBHACgYGMY9gK4KOAKpUHkjk+vPWrFrcSWbSSRFQzxNHkjOA3BIPb61M4xkrGc6ClE799V0u7vdbheXfbRxxmGTI2qcYIHpz1+lUdHLatHex2LXkTAJtlhjJCnHJPqPbr3rztruISmOItM3RgnIH49K7LQ3W10prWw1Q2+o36hGcnAjX0B7Hrz704YVN+6rHBiI06avuy94gGpWd6bWaPTdStLmJGktpp0jKOvBKFiCORkdcZIrlbzSmsryOTS9WtjO8R3afJPGZUB427wSj/AEznHatTXfEUkROnXtjYTRwxiHzGj3ONo5w54YnOc+9ef6mNPhlJtZ5JCeTG0YXb9e1dMaCirI5E+boLe2slmyRXFrPbzZJYSqRn0wMelUpD+4YE1NFrd+kDWonaS3YYMEnzJ+APT6jFU3fepABB7itVEtIs2Nw0LtjADDvWtbXDeZ5q/I2eGU4P51gwbmbaoya3bPTb+ZV8u2f15G0frUVGo6th7OUtEjV1C+unsxqF3O7ojFFZyMs3cDuax4bv+0dwEGwr1fcTn0HtV9/DOpalIj3s6RRj5VVBuCj+Vb2meD4bSAYmklLtnDdM1hUxVKC1d2dEMDVktrHDyWNzPIXlZpMnJ28596eljeOPJihbJ6YTr+NeqwaNBaklIlRV49c1pwaY65du/wB3A4/L8645Zn/KjqjgEvjkeV6d4Z1WUM8ZeISqY2cDGV75z9P0rqV8EW93N9ovpJbi5f70jNgZAx0FbM1jcPcTx3twCmF3RxPwmMkA9CN2Dn6Ve0SC4e5nLmRUxkiSI/N2GGPGPYVnWxVWUeZOx0ww1GPS5yl14AmswbixcPGPmZGTkeuPWsqPR4fNiCSLO8rDp154AA9c9jXscMDq2Tycelc/rPhSGWV763ZoWxuaNVyM9cgU8Ni5S92oxShFPRHET6O1tHbTTEC28z5lVcBucZ49MVPfQ+e8EcCKblmDLIhwcEdCfXpz71vyJrCn7GLSK5zgCRYyVJ9+gzV7W7ix067hSdJZLtbRIn2opQZ5JHI56/pXbd+pFzl78XKW8dnPHHeIZOGfIYnH3TjnINMlki0G7k8u1ukilQqpEm5CccnBHODn+dXZNYWbUEkaHbAPlyxyxHqfetLT1g1e/nM/lyRxg7WIyVHd/cZ4PtSaa3Q9jGt7+ysTbXn2u9aG46gxBs7TyG5rQvZ7bUbKK5a8+z2jy4QGBtwKjGOp6CtjUNG0yS6s7CSPaY1eV1Q8jI3FQPoVP4GqOoNpUcX2VLItFGGVMuVCj++COAc89+KNLpslO5cTVUZVXT1tLpo043SbSc4yzLge3TpisyPQ72Y5+3qjyEv5Q3dcliPb1qtpGorp6SIkEfmiQ7pXHIAHAHsc5OauWnjREl8m8t0xGWGJBnIPGD9O1CunaI2mtjStbfU7fTbGxtJmguDdyb5kJ2kEevfGDxS6naai0kF9LIl20BLk+UEYqD1J79KND1OwvhfW8k8ske0NBIzEtATnOM9eRmqlzpuvX+pRRXrO9szZM0CZRl/vceo9fU1SepPXU6KPVbW5tInju18rY4I6hBjgEHkA88e1cVrFjpodri0vogGG5YRz17Aj+tdS3hvTYYZZlsgVRA2XclV3KcZ9uh5rK0GwibSpmmxNbyHKqQMZGQQfQ9D+NCaWqFFpao6XTrd49Hs49yowiUMm0gqcfTrRtDyiazlWKWRQUGflkwTncOx6AH2rljrcelX4s7q2kntIWIR1IDGPsOnPue9bI17TbqRpnnjh8tSFilyjDAyTjt/Co+hrphKU7amE4W1OjjZmjBZCrEcrkfKfrTs4I4JOa5rUvEUWlatawFpJEljzmP50IJ4bjknryPyroIpkniWSJwyN37it1LXle5hKDSv0JSM+3fFc/rPhmDUHNxAfKuS25ifutW4v7vsST3p5I6sPpTlFSVmKM3F3R5ZNaSW948dwpWVEPB4z2qrqqZs5ZFVRyT9K9O1HTYL+3PmqAwHyv1K1574m0WfTrdy+TFtPzr0NeZVw0oSUo7HoUcQp6Pc5DUWH9kTY/wCeZFcR713MkK3Fu8DsQHXGR1rMHh21JIMs2R1HFdFKcYJpixNGdSScTmaK6Q+H7cdZZR+VRnQ7ZOGlkz+Fa+1icrwtRHP0Vu/2Nb8/PKfyp8ehQHO55fwxT9rEX1aZz9FdENBtmbG+YD8KsW/hm0llaNp5gfLLLjHJFJ14Lcf1ap2OVors7nwlYQ3Vui3E5jlGckCpJvBtlHJtE9wfTO3/AAqPrNPuL6vUOJyR3pK6ubwvaxqxWeUkdOlTDwnaNbJMs85zkEcdetX7eA/q1Tscbmiuwk8L2KPgXFwQD6AcHkU648JWcBz9pmZQ2CRjp6/lU/WKfcX1ep2MnwySNSYBiuYyAw7ciumZyG2nAYdRnjPY/Q1TsNItrG4YrK7bwYm3Y456/oKszR5hD4y6HDj+dc9SSlO6OyjCUIWZsPK+d+D5uMIg6J/9f3qC6uEZDBAf3Q5eQj757/hU9663M3lqcQxk7j/fPf8AAVE0e1RtUk/wqe3ua5IxtY7YxvqysilfvYGBkZ7CoZDu65EZ6A9W9zWtf6NqFgqNdWsgRlVt+Mhs9MkdKymgE92QzkInLtW6TT1E5Jr3RioxQsPljzyw7/SnBNqAdFHbHT/69WTjg7QqjhQf4R61NFbeadzAlR0WhsFEqQN5kgVVIHXJH61P5DiTzZcHP3RnpWvb+HdXu5GaDT5NrAYkf5QBj3roLT4cy5MlzqGCQNu1M49etNUpy1SM5V6cN2cDfTbfk/ixmksbKaQFkt3kYDcQqk4FeoweCvD2lq17qBE+wZeS4fai/hXCePfHkPlto3h9xDabdsskIxv9h3x7962jQ5Y2bMJYpSd4rQwbnUY4GaNF3ygcIOg+prHv3kuFEruhRRtJAKx/T/aNY7TOe+M9eeTWhp8Oq3c0X2NZneIgx4XhD+PFWoRgrsylWdTRItWdnPaS211fQSpA/wA8Qcbd4zyVX0967rWvFugX+npbWdlE8+3b80eNg7HI79Kw38LeJPElyt1rF88jhRGGPJwOw6Cum0XwdbWNjPbqElEx/eTSAFuP4V9BmsamPo0k0pXMXgqlR3loed3cM7R4tjJIN2CF+YgH0xRa+FNRuGzJEYo8/eY8/kOa9Zg0S2s93kQglTtAUAVaXT5tvyxsp/u7Vrz5Zo0rQR008BFfGzzqHwJGYxJPIxUcAINoP41fi8HabAQv2YyPjJ3OTiu7jsXkdI5JMZ6jA4xV9NKwpfC/N1461zSx1Z9TqjQpR2RxFjoVlGQYLaOMAZ+6A38q04tPDIXClmJx1xxXRjTtiEJGu0DJ2jHaiOxVUXfFnngjn9KwlWnLVs0VlsZUFoGbylIaUD5lDA7c9M+lXEsC0irk8HIOOnGavRRwI7NhVLYy23B6VNDgysFGeG4HftUb7CcinHbMobKr+HGavRR7CCQVzx0684p88VwVh8sRhWf592c7fapXRREB5eM9cnrRy2J5ivLo9rNIJGt/m3biV4ySCOcdeCajulTSdP8A3EccSQlUjWUOVx6YXJrbhVnZ0yQBwD+FLJGFlCRxt83B5PpW2ujeqI5uhylsqSSJJLcyPMk6yiKWZsKeckZGen8Jrf0i7W8uZrSaKBERN8TKW3svqcjHp0NU5PD1pD5LpGIjFL9o+WQ/MR3YntUlpd2Fsxs7d4FNwPtJVZDtK9yD0Aro509bXJkrrQiuvCpbV0u7OTKSOBJuf5YeOqqODn36VyOs2J1vUpr3T5oZoydjo0m1otvygnPVTjgj1r0u3cukcCRhsoSTu4IPX6g57VwE2ix+GPEZaXJsZ42+zSNgbXGCFbPuMV14arzLzMtUyW30e0tbfyo4w8u0DcwG7eeqk5wOM49iKoalYNp0F1PpsNxEmwKzJGAqgnJyc5HTH51fh1a2uo/PUpuddjtI23dJ97ByP4egPfbjPNZ//CYJIzRSQGOJlCP8+QwUHaCP88mt4qV7hqcut9cRTi4ErbweWJ9sY+mOK39VuY7nymEKBZlWSNV9O+PYmpvD+iWmoWF7LdwPIrFvs7o4BUjP8Ofp7VZ1LwbZzWsf2YzLOZEiRjJuA7Yx6ZDHj0ronRbipEurHmscVFJcJfzRxxvIpGHReo6c49ulRDTQHDXMrKGYk4GWA9a1tW0K90XUlaS8DLJlRPGDnHQbh7nAqp9uuFuooryFIwhClgOBwQOn1rNpp6GqkmrojtJjZSpBaOWlkkBLMOijtW3HrU1laLa3UkktjISCFcq8R74I7e3Sqmo2IgWG7Q+biQjzB/GvqO5wc8+mKo3sM08y2sauAGDMzjAUHhT+IqNw0Z0l1BbXOkyvbX97eFtqxpu4wDzuHfFafhnUI5IH06SFoZ0hI8zGFYDqT6EAcE9zXATCe0dY4HkCk7uD0b279Ku3HiDULWZ41k3QuoBDpkOMc/gaaTatuJx0O4s7nTdf1u6uoo1Z4rf5QyhdxHcL6Dv+NY/irSIzq9rLASBd7Uw7Zw4wCc9x0rOh8RQ2yWt2mmWpkIPIUqQw4yMVYn1jTLuC2vL+C8LCRgEiuOBzkkA9OfShXTuibNMtWnh640pxdRyJJMIWbZIhwOM4GD16/hmr2nTareW1vexapDBMSXFoyYiYHJJbvk+3qKhfWLnXhMunXMO04BSRGWQDAUHJJDYGe/c1kt4Xus/6HfiRoywQklRgZ5U56cUJu929RNXWp6TayyTWkM8iCN5EDFA4YD8RTsk7hg7vU9K4q31e5tJdOjFqzrb2iIzx8umSQUZf4hnp3Haup07WLbUlZrWTcYm2upBBU+4NdtKrzKz3OKpScdehdLY45JPcjiorm3gvbZ4LiNZInGGRhxUuCcEABhyDTCgBDZOQMYzn/wDXWxkcXqnw/gMe/S5DE4P+rkOVI9j1rh76yuLC4MV1C8Mg+8GHX3Fe2Kx3HcML2qrqOnWuq23kzxpIhHDHqnuDWFSgparQ6qWKlHSWqPE2BK9RiqzjBwCPrXY674Ku9NDTW2Z7bORtGWT6jv8AWuTaApIehH9a5XGUHZnepxmrxKeSH5yfT3qYSZA4xTzAdwKsQM4NKsBLZBJxznsKd0JJj4gGH9PWr1qmL6EEnncv5j/61QRL830FTKWjaOQHoVYc+/P6VjLXQ2toXr9AbSyuBztYLkflUt8wTy5Mnt+IxSzR7dJnQHJjclc9u9MvsS6WkufmABOD0Nc8enqZWKciBjkHII5qOzaQRzQZOUw6++P/AK1OsX3go3epABHdRN0wcHHcGt2re6Xa6EkAYrgdPk59DyKlIEtkxwQQPmx7U8JiCReMgcfVT/hT7cECYdg4P1B61m3oJma4DMMfMCMZPcj/AOtT9qu64JzImfow/wAipXiCp0OVYH69VP8AKoHysayE8RSYP0PFXvsNq6J0yuFCqEHY98dBXW+Bb6xXUJIbqMNeSkCJ2UlcdwDXDygxHIU/7+c5/wDr0jOz7WVysyHKsOD+Yq4aPmFU96PKe76lp8F7aNBcR7oGIG3JFcvN4I02ZAInltwDk7G3D9a1/C2rLrPh+BxKr3UaiO4x1VwO4P4VsJENxDjt37V6CUZrVHk806bsmc/p3g3R7Rg8sTXMo/57HI/AdK6BbWCHJht4kBHRUAp4IjYAJz0J9qjMztwqnqCOM5H+fyyKpRS2RLqSluyUHGCfyrnfFPjLT/DduRI3mXRXKQqf1J7D9ayfG3jT/hHY/stuwfUZU4BGTED0/Ejt+NeVOjSrLq+qz+dMT5kcLHd5hz1P+z79+2BzWc6ltjalRvrIs32q+I/G93kmQwqcqiHbGn58D9TVyD4bTvGsl5dxoCPuxAsfz711HhjXdG1qMxadE1tdKfmtJCMMPVSOvp+VdPCEkcMBgjg56j2rxcTjK0JcqXKd1OnTa7nDW/gnSNK8ma5MjDeI8uvDs3AFb1i9hZBoorPy4xIybmIVdo4LknoM8Dua1dXggikhlbzy8h8tShyqDqWZTxx1zWckMmpXSyx+UsUSo6tLBvVwRkY5xn8OK5faOpG9Rtm6Sj8KN1VUnKYYEZyPu4PSpmWNATx71Su9RFvOsYglllfkGMAqvYBj2/pT7DUYGt7aS7RmmnHCxK0iqc4PI/nXIqMmr23G2KpVidwPLEntUsNrALiSbZ87DaWHUgVpvbKXyBk9OOM//XptuI7iR1QjKNtYHjBx7/WlGDvYTloUvJ3znAxhSR7cUSNdIgiSZFO4ZLpuyvcVeSJN5wvy8gfy4pZ7QNhsEN2w2apR5dUJu44yhkLAKPlPTvxVfCcnngA8DNVn+0R5QkEnvzVuGUxoQ8ZXnk4zTeurEQWjLdxCZdwQnIjkXacD1FIsZV2ZePmIAHbP/wCqryCPAUfeAxnPU0+KPzGwGUDf3PAx/wDrquW+wmyGOcAjPGMDnj/PFPnfcqs2c4xxg9s06S0uTel4rlJIUQ5i2DG4nqG+gp0kzFl3KEJYcLV8ttybkg8gxTq6szOGHynGPx6ipI22xIu8uVULljyeKEtg9t5zyDAyTnGAM1CbWRYTIwKL25z1HpVWkldE6Mi1KGa4tJAl0bcFcu3BG0ZyCDxg85+lcu0VpNpgS1RZA4Ecapk74skqMHBJzuO3POO+K6u3bzk8tlBb7pXqG4/zxUMmgWRkL/YQyEpgBjgFPukAdMZNaU6llqPYj0cs2mW6TXDBt5Uh4RD5aDtt9PQ1rvYWl/p72k6x3UJ+8rc/Q9fvCsLXdSlsoYiHhWW63fvTKFkjIPGzcCDj3qLT7++iulubu7MyPAfuRgDKkeh4JU9Oh4xVwTvzkyi2ire+G7GFPsY0tGBiPzxgln2j74PXPTIFcNqPhnULWWTYgkiVS/mBlwU9TzwfavYFmt9d055Lc3EDEsoZkKPG2Oo9eD+Nedf2DqU+oXen6uZ5fKi8yKVZMIybuWUdCOSfUV6FKozNNrc1fDFlcTeHrJ/tzhcY8pYydvJ4zkAVPqUV3HGXhkkBgl2/JtKvnCnueRuIGO/41jvrkmheTpt4Hn8pVaCWM5yh788ZUcDHFXn8V6LchFWV4ETkI8ZBGPlUcem5m/Kupe/5GUotO9jO1bTLJtNu5WN+95sygkXOX7cA1jabLDfWjRztGJV+VoZCFJ6knB647D2x3rX13xNZyaFNFpt1Ity8pTYVI/d5OCrDGOMUyKEw2iXGvtZ3wQHdHLEDJ0yqhxgknP6VFaEVsXBytqVLDRLi+1VLTTdZt0j3bkgMjFkXHUcHjB9a1fEGqaXp+u3UBt5nljeNJGAUq21MexHX8xVLwxrCXOtLax2C2cOTJ5FumA2Bn94x+YgccdCay5Vi8SaxPMsjQXMkhaSNk3BvmABU9uoyD05+lRbWzK66kIeO9viqAoduIM4zkkZB/CqyW8d07lov3cfEY6rx97OP88V2w8N6T9laFYDu3BN4bL46k88ZHHIHPPpXLXlqdJZ4g4kHnDDb1yAAOo6jn8KSs/hKUr6FC4sBNPHCr7FjTkL0Gff68fhUslpG6iFhsRAQo6bf9rn1PXPpUlod2oAzyARytiQj+EE5yPSujufD64IjbzGBzsJwWXBOCPqD60S5o2RXMkc5pMz2wZNnzIxDAHBzxg/l/OrKeJUMjwXeBtbHmJnjGckY5yeh7VDa2OoJqU/2VPO8uUxvyCVODhsfnzVf/hGZ0lCTK7SOGYKrAYAOPx5osr3kLQ39Ku4tUiuSt0Wng5ia4cgMp/hbGOmPvVki81a318NZW3kXMCbXiLDDqOozxkenWq4t5dMkS2gjkEsxDs0i4OzsMfTn3p3225sytvLcFEORFKwyMejD09xQm07oTieo6dqAv7GOcI0bsPnjfgo3cEf5zVssoHpXmreLdV0uaEzRWxWSTLFG4dfT268HtivQdPvodStVuICdjDlW6r7Gu6lUU0efVpODv0JzyOmPwpMBfugetOIDD29aNpBO5uM/lWxkN3lvTNcr4i8Iw6o4uLUpBcnhlI+V/wDA11ZCgZxg1EZAMZB56e9TKKkrMuE5Qd0eVXvhnVNOtmmuLcMgbrH82B6nHQVimaIKVQc55Hsa9v3Kygn7p9RXK674f0TUllkjZIbhVDb4Fz1OMlRwfw5rmnh19k7KWKb+JHnokwxIx6fnSl1MbkKSpBx+VRahZXulTiK7t5IiOAWXAYdiKqidhkAnGOlczg0dqqJnUqy3FtdDd/CD+lQw/PpOB/dHH86zdOviFMTt95dp/D/61TaZd+Wht5uqnoa5+RxTFcS3bafZXHI9DSXrFJYyD1bNVrmbyL2QpxGxGPai5m82DI5KkEVrbVMqL0NZObl0wTlmHXsy0QyYVh3ZASD3wapR3yeYswGWYKfxXqPyqwsirdeUX2orkbh3RuhrJxYMdcIfNdex3Be+MgEfqDVQjzIJVUZLKGxU87tEUbrswD+H/wBbNQI4judmcAZUn2PSnG9gVrF9Bbk4iUSA9mGB+VWItGmuQXW1I5/3cfQVl6ezzSKz9K9FtHhewHOMCurD4aM3q2enWwKpRUm7lDwfZzaR4hQl2WK4Uo6g5BPYmvRJEwWc7j3xnIIHtXjeravqdlr0Sqvl2iMrebtI34wWA9evSu7uviBosUW2J57hyOAqbB/302K6bwptxTPAxlFufuo3L+/tLMiS6u7e3JG4CeVVIH4muN1T4r6LZG4is4Z7qdNyoyqoiZuxyTyufQV5v4u1ca9rtxdzqI/kSJUVg/Cj+9j8a5sXEJwoABB5yPQUe0vscqpJPUs3d9cX95NeXBMs8rFi+4E+/H+eK2NJ09r6b7bqb7rZsM1v5uxpQBx06L7cVh6eYPtiyMLdgpGEnJ2se3A5P0rpbTQptYkARIQVJPlwBFYgcEnGcAH3NEV5FubfUkj0CxeZbjR5Ws5Ym3i7luNkcZznAJ+9jpx+Nd1pPiCx1WJhBdRS38TbJljGFkH95c9v/wBVedTfZNLUhJkupEJAhltt4yOoLcbec1lLqtzb6zFqsEMUM0UiyIsS7UGO2PQ1zYrDqvHXc0pT5Hoe4LqLFCijcDxgino8kgBJGF9Pu1W0LXdJ8WQmW3VbfUFXdNaNwR7j1Hv+dawjVl2Hgj1r5ytRlB2Z3wqJnNJo13Z3jSwrA64LmRAqF2/ugdfxJq/b6bc3K20t4UyUH2iAKc7h0wwIx24rZljCQsdjHC/dHVq5wveX3nRXE7QoZFmWFvkcRrkFTj3xzn3reDnPsh3R1ccgUsX3fd9f5VPGAx3MOe4Fc5o11eSzTicPIjZZpHlHHoqJ1A+tb8CnaTn5scisXBwlyky2GRNhgQO3H5ippftjXds0bxpCCxkUpy3GB9KiKbC0qsVJHI29fel85lbdxnpkHt6c/hTvyi3HTLm4jD8jIzge9VTPDbq888oRFJZn54p00xaRGKtnd04/Spg+FI27RjB3L1HX+lRHzG9CaBY2tlmZwxYggZzSWlu042Rr8xBOd2OAMCrElzE9sscceGDZOOaTSo5S4MbKuFOcjrz0xXQoLmUUZOWjYxo5opNnKtjIGP6ioJWJdFdDndu4OSfoMdvwq5aNqX9p3rTJBJENqxtuIPTmqsjObomQ4Yls4PtRKKiNO5HLBZzWj28iu5kXaxz+fvVqWOKK0RI5iyoFVVLZx+B9qWaG0WzErXCbgo+8w5P4981C9pNCgLkBTgA5yPbg/XNDTStYLoSycJLkxl+Tx0PQc1fSRbmSWGWKVGjYE56OOuR7+tZdvLJANysBuJIyOcYA9ParEd3IhZjly5+Ynk9cdR09aUZJaDlG+pLLE86SWiofKkUgHcVYD1U9jWOfDFtBewLAbhI1idHhDBmkJ/j3Z4IIHP8AsiuitLyOU9RuHzMB29/8ayfEVneXVpLDC0Qt58ec75BCYHRh0weeeDW0bpaMhN81hljZppsclvA0jS5LTH5Q59Mhen1xzTryaG4t0iLfvEGVfqVP/wBfHNcjexC3geZ5ZQ87Kk5kcoWCjC7mXOAcbvWt2y8y8sIJWlhZ3BJeHOwr2xnn/JqavNB80Wacqe5yGsGO61G0s7jMM23MuR/COmG7qM/gPpTdeit5dLgltiiJbF08kcFFLcMPUZ/nXU6l4fTUY1LN++iO5JUbDKf8PbvXC6zpc9rHeLcLcW8UGx1CkMkgJxwSMj1xXbh8Rz2vuQ4pbGtpXhq1lsTc3rOWcjaImwV+UNuA74HOPY4qNxYaR4lvpppPMSKNWhLHzC5PzZH1H4jNZdj4lkt7eGztJXjKjCvcR7iPXlTgDHt0q3DaWk7yXGpytLKwLSeWCFQ7sDoOQQDwPaupy35iLM6LSdXh1eHVXtnSz8u12pNLhdsjsdoZvr36c1zt6stnew3l1F/Z2oHG9sb7e5z1IK52k98ZHfipimlw6VqNnaSh4bqOEyHeCyMrbiF9Rg9+9V9T0fTorRmguJo4VXzFZpCRnAwCuODz14pXihJaly11HVLeHy54BKBmNDEwYlQSSccbmzz+vUVnXfiyLVLee31CzUMclJFHKkDAA7joKbputOY0SaynnKuCsiAnIGTj69O/akuvsmrTyxpprR3qgnm42ZUAY4PU4FEVrqh2Ra0Tw0NT0Y3dxNcQzM37pQgKsvTPr61uXGgTy30D2es3KXIwokbACxjOOmMYUZP1FQaJOo0u0s/saPcwjZKXdlKYPcZ46j69q3FsltJg0u5ZmYFgpxtU87SCSMYUk/Qd63coyVkjJyknqzkLzSNUh1OS9e6Lo0m2S7gGCCeASvHU4/nUz3Wv2OoQR3kIuY7Uru8kLl1Uc4Yd8Hn8M12eqSbtFvQjomYmUu5KhfUnB4/KuZs7nWQPLa0j1X5SUntJlbJOPmPfd7kVnUhJboqE+ZDry8tr61tbnTRGdQgOJY5m2llIOQM4wP8ACud1nTrybWFsza+SABIF3huG6cjjJ/ma29TjDS27a1pdtbRqoRUlJNxKB0CqpByRx6ZqHxD4seDVvIsNKRoEgijeFlzINucKWU9B71C0em5SbWxy0izR3EGnTBWtiT97qoPfPYitTQvFX9hpHbQK0yM/757lSFjUcAADkkc5P6VBHfa1dXJvPsFrGSC4JHKgDp6D8fQUyNQzXMuqxMZWUyI7c/KMAAY/z/KnF8ruOSUlZnpVvr9neX4s4bqETgAmM5JkGMjYeM1fVwMBmJcHpx0HFeQXOo2k+vi7kaVo1VSHUbcOoGDgc44Nd3Y61cukbxhZ4mBkVQQGPcDI4GORXRHEWS50c08O/snTZPOeQO386zZdVjQKkC+a24KdqkoM8DkD1/zxVCW6lu5DDdXMNpCodmCyYbA4yMjDAd+1ZUniuK0tt2l28rqItovZoj856JggYIPJ5x9010RfNsYuKh8Rr3EEm+O41e4KlZGSOGL5twPYY5yeuecYPash/EM10XstHjSDajAN5vTnaCRt47nryOmcYrnL69F1fJqDzyGaNmfzkUYcDCr8qvwckkY6HHY0ki37SG7S3ubgsyiBDFMvnxjhfmD/ACgsScH7rD0NaKKJlJvQs6vatqcEl2hZ5XBmZ87yY1+XaqZ4JPORwa5Dy3UHK4IOD3we4z6+tekW3h/bAzeILp47dEQxW0UsgCqvJ3ZJJ9xzj1rRu47bVtKvbSx02Mrxhgnlnce/zAc/41nWhGfqa0JSj6HlMW5Jgehx/wDXrTmh/wBPhkBA3rz70mpaZNplysFyirIMEgNngg1cmjDLaSHklcV51RNNXPRi00Z+qQ+XsXGQ3Sq1kjs/llsrjpW3fQebENqgsOhrPt4BHcEYwMfnUxfuFJa3EjtWeQovUqWH1FSCNniVz/yzKg/7jdvwNSqfLvodvXcRUtqge0lGcnySfxDVnJtaltIjkjZ4BuJ3q2xvqOQfy/lVOSNzHu5BTH4qf8DWtuBS5RschGHsRxVWOMtK8WOu5ePpkfyoi2TyjbaVVK4OB2rqkVj4aF4Zpo45JvLjZBw5GdwrnP7It14czN6ruwB7Zr1G8u9Dm8OaXHAkaWcS/JGuMIcAc++c1TrJQbTsenjcw9pBRitzhZLjTmj2S2YD8fOxJI/nWTd7VfcbbzFwcknkiulvJReSNBp9oiqxAMmOv0zUF9oTpZyys7FljYjn0BrijUV9TzOh5bOJJJmYEeXuLbf8abBZPckMUC47Y61sC0EiiOSPa4A246Nnnmur03R7SCffO6x/NuERBMgGBgYHTv3zivX52lZHFyXd2cf/AGFJ5RlRATnbyOnvV200S4sj5u/Y2D0z09+lerW2l2moRM6BYbVNzjuztwqn8PT0IqS/0fSoFln+zhkjVW8oyZDHGPmP1549TzSVS24e7sYPh/w1p9zpzCUIbjzPLMDDacHvnsMGpJ/AFghkdJPMjZXVFz824DjA6tzj9a1tEukntZI3DC4jCqkrgMEXPY9cD+7zW9PLHH/G0YjuxuY5BZipX6KCOh5qHJpibdzy3VdEv/D98t7p6uJLLYVl2YYqegI98EYPUda9E8P6vZ+KLBbu0IjuFA8+E8lT6+4POD+Fc94ou5EijtIIfLWUiYMrBg4XgEMOp4Ofw71hmO48JPpWvLOIGZZPOjPHmqTkKR6H17GsK1JVIpvc1i2kerRwnowytYd7oeotI5F0rRytIys3AiOAEUL3HHNdFpF/Z69pEOo2EgaOQc4P3T3U+/apZEQEs6twD3OR7VwSg6excZ6nMJa6do9t9onWC2YhUmeJCAzegHp3qkNVv5fIkxbxW/nqpePL+Yp7dMqR610WoWMtxalFmltzu3fKBucY6Anp9a5s2Orh7UuTslmxMvmZ2Rjsxzkk57egqIcrV5bm17mza6kt3NJEI7gNEPvvFtVvoe9SuX8/GweVtPf5g38ulUtM00WXmTSsksxO0TiLYdvoccE+9XBs4VeSclgT0rGco3tELA7r58YUYXIwKtr5UdqZZJAoHVi2ADWZNuWdSw46ZPr70rm2uIfKmRZFOCUb1rNWvdjZp3qQxwgqW3kBc5/XiqcN40KBUcr1IAGABkjt70+WRTCAAMgio0jkYrsVSvQ/ma0523ZE8umpbjvmCsFPBPPOc+9RfakaZdzNlsk9sZFUQtxHNKbiOMqHIjMQP3ffPenJMWuGcH5sNgYob6Mdka1wLC9sktZLcSoWBbeAcjrn61Ldi0EcQhxu3Doe1Y7SoqEyMgB4G4gEn0Bpzyy7GYMVPbHPvVe0urMnl1LCbfkBBY7ex6c01ZhLdyJJbyRRxAbSCD5meSeOlRo8kaLh1JZd3Pb0571NHcfOSyZYn+LvSTWw7MeZNtyrqGUqpwT14z+fSrdwkeo6dLZzgvDMu1wpIIB+lZpkDSghhuZTjHHPJ/lVk5Bh8q4bhgSv8JGOQc9qqEnHUUopmdFoVtBdCVLqUpHIWjQAABdgXYc/eHGaj1e4uLPZBDFLFLIoYXQRGRf9naSPzrfZXZlTKqD1LAHj0rL1HR7fUiWj/d3ahU+1CHzGCjPAGeD71omnO8xKRTtLu7s3uLm5aS53RpIoDKkYPIIXJ+UHqc9MVsRwWfiDR455IVjDk5QSK5RskdRkE/Wsq38OrFdXUX2q4e3eJFgEQYSIy/xknuctn1zWzBbeTBDFHERDGRvKhfmbPzMwXvWspRSutWTJXPP9b0Cz0TXISPLjhug0ZUep53ru6Dt7HPSsjxHHLYXdu0BCPMglZdvB5+Xjsepr1TV9ItfElhJbXMe2NWzHMMZRum4e3qO9cnb6VFp87DULoS3llGSfOcDy1JwjLnkjP14HvXbSnGaTe5ldrc4jT31P+2rAixYPvxuEZBdT94n1GMmrWo6bpd5dnybn7MXJ2nrGWBwVOcbTn8K6wJLd6ay20sqTmF438sB13qMErxkL9PWqejCyt9E8meJZEjdjexA5wQ20n0Bxj6gGtGtbofMZsc0WnGC3mtL5XVFjjBg4bnkjHDA4Ax+OadogN/4hvblF8pogqiGYZfptPB4PoVPt6Uzw74jvtGuXZZTdaVDLseFzkhCThk7jA5qkX03UrifU7W4udKkSUMzuxlAZjwwI+Ycj3o5bXG2zd8SaI15FC9o4e4Wbycq+3ILDDE9164P+FUb+21XQdIjuI9Snlc8SBl3KFboRnkHgA57EY60y9uNSvNXjl0e7huLe3KOoWYYL45ZgcYyc8Vf1VpJdMFpJaPNdTxlpYkmRtjgYXJzx0B7+lCk421Jt0ZgXGu67q+kS28kAmiMm8zJDhlJOcZHbJ6VZt9T0zTZRBp1n5l9Hh/PlXGNvOTu6cg/XIqvBLPFpCW9xJbM65WKOOdNwBOSSc/pz1qK5sry9vPtBaOxXZ8p8zduGc5yM+vrTnUc3rsUopbEkGm3V3r6T6jqEpmmlQMqcFieSu4nIA/lUWpWMEmqyzGF9NuUk4MqHynweGDY+XPHqKfp9k1hqNpeG7S4RGxs/iGSQRycDrnt1qayEhaSNtTut3mFVRJcjZnrzkH8OneoT1vcqxZtjezywrFY+aGUJvhdXVdp+bAzyD8vB6VT1S4+xtH5umZDMTiXODxjAPQjvx3ostSTQ7qSCBhdJIx+VB86nGM+h/CtG91tbywmJ0ud7beWbzeFVSR39cgdP607Wd7C1OatLWHUtYt4IQYIpTmQbh8nc4J9q66Pw9bWkUsKanceSW3jbtVuFJAzzj5gKxrC1ea5g1PTreNEhm3GMOS/AzjLDB4rr01PT7yR4L3UYoQ+UMcieWU9SePwHr9K3jOPw2uzOale6OcuvD097pySyau9w6SMsSeVlgoOM5HPOOlVLbw69qrROxiuhhokxkSHkAqewBPIx15967u3FoJ5JrdoiHUfMH/3iBkHsq/8Aj1YvjGS1XT7GeWA3JdiYmW4OACBnBB4PTtVRjNR5k7EOSk+VohsPD2nR2ObzVGA2CP8AdkBcJk9GBzzzn+lbKHStMkggtLZJr7yzEhwCwBG4gkY/TrWDDp4Ng8t9NqtlarCzndPHINvHy4xkEnoOtS+HfFn23UYtPFpIwlYRQy7h5mPVjwOg7VcMRfSREqCWq1NOHSp9Qlgn1KVJJAmQuwpIuewwTwORnuCQa2lj2BUBO2MDYoJ4HTr/AJ/rT1Ks0mQA0ZMcqY+YEdjxn3/Goy6pwiE7vlJA4Pr/APXreOqujCU29ynrOh2esW/lT4WVMtGw4KnH6jmuD1DT7nTbWCK6j2lWwGHKn6GvTY4XIBkbnrxwBxjj8vrSXNrBdwNb3ESyRPwVYenp71FWiqhdKs4adDzDiQYbuBiqMg23AGMGux1HwlNAry2EnnoACIj98D69DXGXbSw3gEqMhyRhlINcDpyg3dHo0qkZ7MG4voiO7c/lU9koyyEf8sZD+tUxMovYSegIqzaSL9o644lQ89M1nPY2JE+aC4wPmMCtkfUVFG227DEcCRMj68H+dPsnDJIWYDNqfzzn+lNlcJKzAYO1ZPyYVK3aEbsaqWYRtuBB4xx71r6NoVtdWMkqlVVZvmK+pFYmRFaL+9OO4I5P+Fb3h3UETTp0kR8FkKkD2IJP6Vwy2uKV7aG9Ha2FlEEgXL9zjn+VVbuLzdPuVPLeUxAJ68H3q9am2b5ypJPr1/pReCA2V0RHn92+BycnHpzWUdZGTdjzXw/pjyagl/cKfJ+YBunzEdRn+71/CtvS9DhutTij/tKK4tXbM0iP8wA5wR7/ANapWeqyC5jyLlETC7cKig4OF9efXNMttKkXUVczlG3ncIG2sp6gAn8K9pSad2Zs1Z/FLnUGWBRDBHmGO3VcBV6c+/vXRy6b9qCXeoOpjjMcLR27DbwMLg9T1rl4b3TdWu4l1OFbeRJAPNzy6jjDn+tPv7rVVvjNfReVZpKoAQgJn/ZxjPHf9ar8DNx7E17Yzy6jObeB3Vm2r5a/eOOcfhzgcVSJclssxnUmMhs5XtgjqPpW9ca/ZWIW1muCdk/zRIc/IV9uCQcc9cVZtbqNdMGqJ9jnvY222sRIDRqO7EnJ9eelFwu0i5YaTHY6NYjUbaae4gLSQW4UDarEEbieBjGcE965zX/DNz4jvnYxxKZFwAbxH/Aen4VM2u3WszDT9ahQSN91/wDVlDyQQc4I470tzoNjvcJ5kAVUZXVueQdwx6k4IzjrRez1Ek09TnvCWpP8PPE02jandD7PNt83O4KrE/Ky5HTHU/4V7FcvErD5hhhkgdSK8W1jTr/W0bSpbWW4urXPlE8yR/7P+77V1XgHxLGzR6DfeYt5Cu2JpsEuB/CT2IxxkdK58RTduYtWuddIgmlz5hUe3SsPWtQGkwM3lh3OUhAUnL44yPSr93dol06IeeTx2qpfG6ubSU2uBc7cRs5wM+v4V4tlz6rqdcdjDa/vps3n2oxmaFIgsY3CM4y5Cj+LPArds3mubSNnhkicnaBMRvZcfebHQmscaNcXNykF1bL5HmMjlZPLJUKMOu3oSc8dxWhNcQaJZpDBsklA/dW8k4V2BPXJrpqJSSjELmj5bCLDgH1qlOsceAzAFztXd/ET2+tVbbWJpLqX7SiQRCASLD9+QEHDZx19vWr1rcxX1sJoo5VjLFQsybGOPasJUmugJtbjdjRIxL5GCcA/Snx3O1FUFj7AZ680sgBjbgDjr07iiGJySVwMcEY9u9RqMkW4kT5CpePjO04waha0LzsYwxHIYDrg9/oansJrmCEmaSORyxbcqY47VXNwRM+GCnHrwelW7JaiV76EMscTbEnhUlGDgOvT3HvzUzFDH8r7sEjGemKma9s3MUFwYkeQ4QbuW9cA96ivNOVCfKdSRzhj/WlYdyTa5ZcRk4RR8v0/+vTIGM5cXlr5bbyI/KfdhRwDnjBqFTJAQvmSxnoQ/K9Knju3BCtGrAY+51zmmmhMsEsoY4Vh5Y5x0ye4qcwlYlfCsCRjYSPwx61XimjaQx78cBSGPIweeO1PuLKOWa2eGadJIW353lVPGMHnn8av1JJQ0lqFkK5yOQ3Uj+RrRt9inK4BYAZx+h9+azbguFBkkDMY89RxyKsRSrEJchsg5OATnAq4ySkRJXRj61NqaTwGBXgjgcTyTxvkuRnKsg5K46dfpWBHLJpNxbLbzZxIbgRtcCJXd+7knOAMDGPXJrs761h1qyg/0l0jEiTq8bbd4XnB9qxLfQ9jl7yeK7jVGDxeTlC+7KsM9DjArdTUY6scbM6FFmuZcs4jbarsIzlQx649uKp+KPDEGv2QwViu4x+6lxx/ut/sn9DWZqGryWd0LW1gEs6PmVJ45ERhjojDj8TVnTdcayiuW1WUbYpShEUDnaCAVyoH1BIopc0HzLqRKLexxkP9s+EjJHcws9vCWxJC/CbsA/gSBx6jiqVnBY6v/ar28NwJvJaZVzhA2TgYB969M1+yfU9HM2mpDNO6q0ImXiUf3Tn2J61zlwrN4B1aO2trXzWAjZ7aERq7A5cIOrADv359K9CM+ZX6mVzl7m0k0vSzHIPLVWBJZMEOV+ZQe45HWsOCCMWM28/uX+YuTgdOPxz0FZ8cctzKYo8ue5OcD/GrZ067EKRpPGVIEoBA7Hsf6fSm0l1Ni7pthJZNN5jxyLPbOpQHIIK5DZ6EAjqPSm6DYSW9x/aEgyYwwRVGdzfd/Lnt1qpPrU8cEcSiPcYiHIIPJ6kY6Hgf4VDpmqG1mSOYs1uSdwBwRnrz6d8UrTaYaGlc+HvKUtBJvYMVZDglsddpHXoeO1bFxcxQ6V51rGioeY8njaADjPvjp0yaz59Us0kNvI6ggEEEblAbnoOhHP0znrWNaXaW13LE0tyYHJANuQQ/PHB//XUpSktegF1tZ+2oYpdOSYsxche304yB7Vu6fNY3Xh6GLVrZFPnGK3ZyQxGMgZHI9M+uKwpNW0+GGFLZJ42j4Kj5COeeevT+XetFbWC98u6spGEsZLQ5fd93BO5T0yT1HHtQ0rbWBlmHSLGCTzNPd1uypAtLqRUYdsqx4b8DRfWusJZXUn9mNbwKpbfPKDjjBwOhJqLULuS90GWeSzkAPHzQ4WNsjGD06Z5HXOKs6d/bOk6Q7214fNkQq1tJhghz94Z4UgY9etFr6sWtjK0a/gggWCWV0ycMG6HAOOfrjr05o1ZIn1S3humaOf5UnLcdhgk9uMVu2Wrahc6ILkWFlc3yzb1aS0XLx4xntkhvTmo9C1i31vXEtdS0rTna5JUTCDkPjIJ55HGKq3vOSC7MjU9PT7NmFPKeIMdoTAdOob649fz6VFpelJdW32t7nAUgxoqg5bOMH8QPzrVsdYa+1S00i503T5Lc3HlFI4ivBOCQQfb9Kj1G/g0XULu0ttMiihExCzRO6M6qeCGOc/hT99LlC7G307R6sU1K5ea0KmSNZBhS4OPujng561r+GNbspvElnFaW2xnZyzFBnG3OM+nHQVHb+HbK9ijvrgXTySBQkE8mdhJBGWwMjB6davPYaVot7FdJGtlcRSh4pSGaNdowwJ6Y5xzyO/Wo06ktrYLfVLm2mkuppIdTtY8hrq0fdKkeeBJHwSB2PUfSugtbu1vrVLm0mV42GQw/zwa801Kxge4lFvGfN3O/moWAYNyNpPJGMjjg+9SeFte/sK7exupM2zEhsj7p7HHY100attDKrR5lzI9M2hiGwMqcjnoPr9KXcNm4txjoenNRxyieFZImV0blWXkH3oyQ3IDHuR1Jx6V23OJomRsLwBxg+1U9Q06z1aER3cCSp1BP3gfY9qeGkK/cLccr7+mfWlMoRflwrZ6AZAwOQPek9dBq61Rwmt+A5olFxpk28Lz5UhAbr2P+NctcRy2d24kR0kyHKngg9Gr2USAuEbIxgH3rN1PR7PV1xdRAkIQkq8uM+hz+lc9TDqXwnXTxUl8R5fayLDdqkhwmTFn2bp/Om3BOERmORuhf19P54rS17wzdaSN+DJBgL5vGfYkDpWXOwuIlYnBnXPHZ171xSg4PU7YzUldHRmNZcs5IjQdGP3ielbeliQrOIkVgEXc/br2rNlNvbxgO2QqnkDnOP88VqeHVbFxIxO6ZV2x7vuLn19a8ybvHyKexdt5JFLckAHgjj/Cpr6cnT7gAbsxMG7jp+NJ/Z8yzliGCnnoeP8/Wp57UzW8gYE/Kc5B547dcVnFO5m2jz/T9TjkjiKukbrJGAuTyc4DDPYelXbrV/s+9I2WVxIMoOQ5ODyfUD8q5260qSylSSMsyBgCzDkHOOg5p0dpf2c29FjaQAnaAScdM/jXtqMdzJmpNFdvfC5mjil3Hd5AYkkDoOP6Vqy6g+tWZ0xrY21zB88cYb5TgYIGfauUXVJl2t5EpAXZhGwMA5Hb1qzB4jvre9glngjjSNhtURgED1B/Gm4yYjsfDtpbSac9wVSSYzKf3p4UKw+X15/Ae9WJfs934kSFGeQQxmWQIoGSD044wAefXHeuaFwttBfPLJJDFNJ84jJG5M52gdOtSWHiXT1Jhjs/syEDE/Lvn1J6/gOtJPm1RLTNvxSw8oTQo67JA0eR8wXHLH0H3eKqaV4id5khuSylYTEsseAxIO7qSPzzTZtbgluHdGEzyRLGqRDAUDkk9ifbj0rBvvKvXMtqH85pdpRhyxI4IA+lNdmiktLM6rRZRrOp3c1rc/ZJjhR5RwdgAxjnJpnizRLlbdr2yvLme/sysjs20kAEEMSOVPtkk+lYEuk3mm29veQFvMx8xUncjZxx7Z44roIfEFzpVhBb6lYlGKFvlfl2z1Yfw5z16ntWsFF6XM5prWJpeFvEdrrkrQXcP2bUzlip+7KO5Q/mSO1dEY/Lc5A6/hXj3ie4t/D+pW9xo90splXzY2iwpifPQjGCPQHketdx4P8bQeJrf7LdhYNWRNzR9FlH95f6r2rysZguX3obG1Krfc6YhApQl8n8aw9Ytrx5fORBLJGoVY44E3t7l26Ae1brI4G09fX0qIoChEgz0wT1X/wCtXnQcoS0OjQ5oWuqTzyW022IRwqVnK5TzM5KgdxgkfhmtnTbRbGz8pVUO4zKyAgM/4niq2o6o9nLBDaJFNdM6tLCc7kiJ5bHesw3uo20qiae5cyTtMyRDc7D+GMD+EY5J6c10KM6kbvQdzrHRZgwClgOrAY/yar+TsIAZtoA465qWMySKjeWY2ZNzoT9w+nFOZDjB/E+9c7TuK5SlaQAhSOe2KgRXErlk+UNhvY56Yq5FHIkSJIyuwXG4DGaidVcvuUNmU4ApbFIZI0RdTIn3SSCV6fjQbwQLtX5k7jPK/wBab5wS6Fq6Sq23dv2naPbPrUjQReWD0JK8/nx/9anZ9RGhEi3duz+YFQjABxkcdfrVSzsLi1t18u5aVlGS0gGTUBtpIpmktn2EMQAeQQOnFWYbzzW8pyI5DkbSDg/j9M009LCZHbSK8uyZDGflBBHbJ6VqvZmJY/KYy+YTgDg+prO8oBnSeJZEA24z05P9OaqGExXUV3asfNjBVQ7EEBu3oeh61orLcnV7GncpLEnzZVyDw64OB9PfFWFuJUDBVGcnleaxZNVZ2/0gnzNpHJq758BMjO5wpJ+VSTj0GP5VPN2CztqX4rqFY1iZTxgH37Zx9asTRmTJSOIcZ3Y/lWNa3BuoBcZYxEEhHQhhzx1q7p84CmI5KFtoA/hyCfx+lNO+kiXG2qM7WNGGoTfarS68m5dx5rTyMyoMfwL0z9apppd8FvIJLyNQkoFq8hMnmR4wQccg8A5BBzmum+2WtqXEaAuxG7aM4+lcnrerakbmFbGJ1UP5k0wUMHUfwDuPy6mt41JaK6uEVzadDea6S0hjtoZpWijwAHYsTzkgk84Fcx4m0+78QWm2O9lidH3qc4QsB7f0rDeW9tVh23M7gMZm3GRhvb++FBJxxxwM5rq7bM8MTM24tGCSqFckj0PSs5yqUpKaZpyI82cXelRtBqaTrOGHztlg655KHpmnNqCRQiYQNgHKq6tggHhWOOTxj6dzXpkq2s++zl2uSvzxsRuwenHX8awtS8PzK7zQySzRsrB49w3EdgCevPY11QxUZP31ZmbjY8/m1dbm2MEtqhGCVI6hic9cdOTW9oGladJoDNeQW8txMS0cmWLIOw4OOo/WsmWC3ubxoIrMwXRJ3RzMUGeoAA6foK1dP1K70fSYrSeRreMsSsoQMDnnqOfw9a9GE4x1RlOLkrGvcwaY8iI2nIttHKZpdkI+VCxJ9+ihfxNFxolhqMxn/wBCs43+ZfL+Urx2x6fzpg1rR2sAwu1e8lGX81T8mB8q5I55OSfb0FasfiDR4LlIH1SMINyeYqFxldoBJHY/Mc1ai5vVmTbjsjkWvLWC7+z3yKWgPkrOU+UgNy3TOSO1PuH0Jo3aKQwTM2Q1seSB1+XoCSenTA4NSx3F3quv3bLqGy0VyzOq7l29AQrew71a1Oaeyh+x6ZsmuQzGeeGBdyqfugEDg45/GsZRSlZGybsWtO00WnhzU2KzXDPb+asNyOUQZIYqDxk5PXPFc23iLUZAyq6JvbIKJyCfSup0SXVB4K1ZoLTyZw42SBT5krD77EnqQBjH1qh4eNnqVzJeSWkEM8J3SPEDtAwfmCH5Rzwe30pKyu3qCerM8ahqFvpRSSCeKVE8uKTGAOc9OxxnmtfTJbddPt5nkCQ7xGScL93nn+WR65NdCg/coRGU2hpduM5RgcYz1XavIODWJrnhqeWC4e3aFjDIZXhUsGYso5AJIPTHQHg1OkvIOYXwvf6fJqd0UjRbmRgIyPlJB4OMdeT0GM8Gt28sYdQsRa3MRaNmEcYI53kcuvHB+98oODivLYjNBcCaEMrwsG3KD8hH8q7W48YxLHbSNHNKZIwbkhdpRjjoxwCSN3Ix1HpVyg73QSWuhZ0y+F5ZXWnm7YTxBt67ipcoMKwHUE/L07/SuXh8U6uls0bAXEYUrudCduTknI4z7mi71DShrEtyiyXFvKEdXBMckbAYII6Hp/8AXq5d6ppD2sZtGWOIOxaEkq5GMdccZ5OffFK1ugWKaXlvqWhmO6UxSQyEQuhPyAc/L7DPSsxbI25fzTBM0mNjb8kg9WFTX0LPPBknylc78jgMTnP6iqdxtt0ClS8BJ+XoVPqp7ZoXl1KSNzw94iOk3MVrM7LYTN0BJ8o+o9q9G274xtfKMMjaeCO1eKyQpC0VxFvltyPmJwce3sa77wlr0U1mLCTLNGN0OW5f1H4V1UanRnNXpacyOwULjJOckcDt7VXkm8t3dQWzzsHX+fTmkLBrdTsZBtyEXr9Mf5/GmODg5Yx4wE2E5x1yMcD8BkfSuo4wNz5kqF1YncBwCQpxkAkcf49qkjnVmCleGUnPTGPT/OR3xWfKo3sivhVJ2xp8/GPToM88d+ue1S7JJDGZHZFVSrQrhg2ehJ6j17dec0DNF4YbiJomjDxycSZOd1cVrXg54IGfS0Z0D+YsRbLdeceoxXXCeR7hVAyV64AHGPy/z2qwk3yBtvAGDgdP8KidOM1qXTqSg7o83R/OuA065ji5CA8s3/6+K7nwHltUvY59oeSDcoHOAGFcJDexpDGI4WDjGXZOAT0/IV2PgC4t38ROkU+9vIYFm6scivAcXfY9iovcZ2cqr5rKFUHHBJwSP0rEunlikYDoODnnHHb/APXXTTQcsNvzDnjoRWXeW0ZVn3bSPvc4JA9OhrNxdzki9Dx97W5fVpoLZh5MhCknlQD82M9uh/WtB4ktrdpEn8yIgZkTna3OFPrkE8HjipbKSP7LKvmgu14flbnGf4se3TGDn2qopUeIHsrck2k7iJlycNxjPPv+VemtfkNlSx32Z+0XELi1uC2yRFDYOeRzx+dT6h9kuG8q1ZnPLSFVz8p6sT0z/LoKs6LbXIhuba5ONNywJlHVweNtV9SY22n+TYwbYGPzzEgvJ+XRap2bFcbfWtxIYZn/ANIihVg4Hyg4GCR61QvLJWiMqARybVIUDAPGcf7R/KpbTXJ4I44bpTJDCuFQsUIHbB/r6cVUmvpWZc2bcr8x3cn3A6AdKLNAaGlo1mVcNGXkQnOAxAAyeOw96saT5XnG8TbIr+Z8jkgAY4PrgnNc5Pb3jxmRWZ4STj5dpH1FXtPvGsbRPtUoVFk8xIlUFySCD16D60W03Hc9As9VszFF5uViHJKIB2wCB6AnAPOf1ritd1M3d7I27KIQiAjkBemaZ/wkSOoihgJlzkuxyenU+vtWLPMih2DEkpuZyOpzzinG8XqSktxWlimkPmqzqAfu8kehrJeRrO+S4gkeKeOQNHIhwVPrmpXuMybkX92v+frTbq5gniJ583scdPYVe7E2ey+EfGUPiWwEMzhNUiHzpjHmD+8o/mO1dbFYzNjIIJ6ZPX2r5gs9Tn06/iubN2huIZN8ci9j7/4V9O+E/Ett4t8OQ30ZCTABJ4s/6uQdQPbuPavOr4RRlzIaqu1jO1ywkWG3EVmtwJX2yuRny48ZY+vPSsW2sH1Yq11HdwwmBJEljlMYOeNhH4V3Es3zFScDrnHH1xVN2AAaRgfmBPc1xyqKCtFHRFt7mPf6j/ZkaBbeS5Y8NHFKodFHrnk1WtNc2R3Ml/sXy5cCOFS7BSMrkDJ3VR1Oxng1YypYQPLPIfJMUZdj/tSOeFHfjmolt9Q1Jbk5jiaKfYrSxkCVcAEgDBByM5HqRV8sFG7LWp08UqXFtHcRh/LkG7Dphvrg9Kg3SxOxK5+Ynjvn60W8ENjEkEQcQqeBycdyeTmpH/eDlSB1z/hXJJpv3QITcbyXljKgenQ1DNcKUU7h94Z68D/JqcOHuPLeJ8BMqwxtPNMMW68XaoX51wD36Uo9mMDtkDhpTltwJVtv5U2O0CWiRAvhV4LtuPA9T3qzBbNIUzGvrjHT/PWlWAqDtJxjIU9MCqSdrCbRWS5lhlaO5cyR7/lbvinySRG6jghm3ySKXB2ErtHvjHWp442O5nCkFtpJPU+3px2pqj7BIJy4jUcEHG089/Q1XKr6hcZcW0LxqJlSRweXA7GnOstsrMIxJECRuAwR17VWvtZhuF/0fDSHrngDgnj1qi95O0pxIgOck54/LvSbGovqa416G2tTbBS5IK/LWU2syssiRAKAwIYZz3HWorZXEZNxLHLK+dzFOSOuPamJBE8zqqujMf4f8PxqZSLUYomjdmMZa6zuX5lGMf41Lc2ttqNv5E+Sm4MfLYqTjpz6VHNp9wsa+QqTAn5iXwfwyKgnt2iRtyPE/UE8Hj6e1CutULRklrpltazi7UTvKjOySM5BAY5xgcEegNQ629w8CRw7jbMpM22LOMHOS24YqzbMzRKGYYx+ZqdWMsrKGAK8soGCM04zfNzPUGjm7S8toJrWS3jnWWbdBHIy/wCs4zyxycA4A/wFbeiveCS4a5afYeAlyxLE+xyRirk4aOIuqPLtGdobkn0yeK54zav5lubhjbiOVpSgTaHQdFY8jr78g1vzOpdLQnQ6G60yz1ALNLGFnQ/JMgw6+mCP5dK5jWdBe3tpzI0ktuVD+YFGVcZyWUex6irmiatcTXn2SeVJHYsxZ3VWGOyoBnH1NdMhZjyQfboKmNSpQkovUlpM840rSoBZW8py/nlg+OSUwQevv2HpWedDZdUisxLkSgmIsME9cAj14xXoVxoMEBuLnT7di8g+a3WTajtyNw4IDcn2rlrv+zoRaalqcWpO5dojA0ioyFOgyAOPpXqUqynqjF6GhceHdPtbaeJFnU+WoL+aQpc/MN3pwDg+56cVi6Xr1tpmmpC0JmYk71xheuc+54FWLnWm1y5aK2vp4A5O2N4VVeQBywPXtk881YttEsFgbdayPhVHmEEndg5wAclc47cYOKu+lpC6aml/aCap4UNxLqR0+STUCYZ3yQGUZAbb93OT7Vm3SwRzxXF75UVxOxj+3ae6SwzZ4O+M9DzzjH0zVqaHTWsp7KzMM1gt0tz5QlO/hcEA9cMP/wBYqxqPhvSpLeWWK2aziRWlFwit14IBHIAAPXnvyad0hdR1rpGqwWO4XttcSysMpKGVsDgI7dvujH+c8p/amraXqJMks6yIxJilY45/p9K2tL8XxJELe7iaV0dCkoQsGCnOCucjPA49BRe67pWrXYtxoyPJvAhM0gjAXB+Ut1wOMZ96aunqhq99UX/AqS/Zby+Xnz32SRrFlcD2x79jW7crGmmTwTxoqtCsamRMLnCop544yx9qxPCTLYtqFtdwfZZnk81YWjUgL0whY/NzkYwa0LppriK5u2LWtvChiAIVtz9+wGBj8/pW/tfd5UYyj792ZPijSNFdEWygSK4PRoR0A6ZGep/QfWuIltTIuSdsmP3nfnODx/T0r0LTYtShsrdLe+ETGNWEZhBIBUHA4JOMiuK1eK5OvXZW4inuTLmRFXbk+wIFRJS+JmtN/ZM6SSeOExXJcox+9nOSB/8AqpRayXUdqImklDsYxkYAxzj/AOvWrp+hapqT7XsxFEp+Z7kEAfQdTXc2GkWmnW0cUUSkoOWx1J6nFediMdTo6bs6Y0nI4az8K6hdXEU6/uISQWL8cdeB+npXVWHh+w05o5Uj3zxklZGGNpPcAcCtlvWo2NeRVzCtUejsvI3VKK3LSFZAqxAhTyRzwR79B7d6G2Y2ySBQWJ4H/wBb/PaqiOUba+QrdR3/APrVPszCpYYCAkBeF9ORX1WAxXt6SvutzxcTR9nPTYUblCxgFSFOCc5anGRHyS4KnaDhun69KYVZEZlG4MANqnC545zjP4/pTIoyE2lgcvuBRSv4jH867jnHbw528ON5IaThQex9cj8/ak4b5lOSAMMp5APX/PT1pGgaXaUZMEFsqeAfYd/89KJd4iUhd5UAkngD/wCv+tAHm/8ArGG0gqvXHr7f411fw8mSLxWi7cMYZMY+gOK5QFVX5cmQjgDoorY8CtjxjaBmAUq6nP8AumvDlsz6CorxZ7Rdyps+c/N/n1rntRuDGmQpfn8P6j9K15wrYIb8Rx/I1j6guI2zGT7kZ/HmuGcnc4YRRwmqiTTLeRtMRWgm+eS6Q5dSc/Lx93FUoI4NLIvJLiBr0DckMku3bkdfUmtXWpJIoLVbOVzMysZY4skAdR8vI7HPWsy90y7e3WcXduke5FVo4gAS3r3+tepC7irgZA1u/ku42aRpcPlYgPlB9sVZu9VuhbYMCqSQSS5yD0wQBgeoAxWVqL6hp4MNyyyRZx/dPHcEcj8aqWUA1GcRS6kttbgA5lJBPsO2frxWvJzbEtpDDqXk3olnZnkB4weB68U3+2FREGWbaOARx19PX3rqhoOjWelSWs0KztKdwv8AIDIPbkj8jg98VhTeGodRdhoS3UxB5Mm3ywv+/wAc59gK2dNIzVS+xnQP5uZ2dkUsR8pxiprq7QW6maIyMTtDlsMMe/esqZ7myuGtpYfLeNtpU84IqXcX5m+aTI5I4FQ46lKVxWkV7cpASCTl9/Gfx6VWQtFlpgQMEKOuT7U6YxsojXduUnCikhYwjEqSFR1U4wKfQRIjGdcFcLjBIPJqOSGIbQud3TAOST7U10HmAqx8uQ9f6GpXWGFN2BwSBzyaPQW5VniSE5bc0g6ccCtvwP4uufCmuLc5d7KX5LmId19R/tDqKyolyinqSDkntVKaMqxZFO33HBptKSaZLutUfUFvOmoWSahazJPbSKGSRDwc/wCeRUEl1HHuZWBbpj0rxDwV43bQC+n3plfTJ3DSKh5jPdgPQjqK9aaKG5iF1p0wktpV3IyHKsD3B/zivExWGlTfkddGakXo5iUO9m2jPyhuorDvtbljvTbWLQTBY3EzhstDJg7Vx9cVfjjnRSrjr7fz9aydX069aQva2sEsSxFsEDeZM/L+XWuejGPNqdBFZ3+p2tzbQIZ7owLhk37VdyeS7HsDwB14rpSPMY7m2jvn174rBsvD0bTtPdxwTOJN0LLnco6/N2JBqQ6rNPdpHpQjcKdsouIZFJOexxgVpNKrK0em4tjo1TeDj5ue3HPtUMm5bpGJwuQcgcVlafeTadYt9oW7vZlmdMnEbFcjH3j0966OOIT28cjRkI4DANztz71nOm1qTezIJoIpbF4WaTLjaSjEN+YqYQLDZZaVVjChRlsk1UvbhLVxHCA8iqSzDhRjp9etZ8sNzdDfJOXCjpnA6enepctLDSJzrWxALFQX3N85HAOB0qgz301+nmJ5427i8j5wc/3ewqW2ssqMMy9SBjIHAq2Ldoh8jHrwCO9JyfUuyWxTubMPEd6gEEcdfWnrCY3ZHHyA8DbkfnVl0kRGU7cOeoHYdOtSgysu1lAJ5JHIINSFzOtxY3oaSJsEMRtKkc55608WSrNw2PkLAA9+/wBener32fK8Icd1Ye/rUe4RvHkMVwQQwPGc4os+grjI7eRduHbpxg1YjLONkiKynk714/zk0j2dve2bxrLIMjkKxVj+I6c1J5MkcZX+EL3OTwPfmi1kK5DFYQBGMT+U2eOOOgzxTWgu4MtsWVe+w84+h/xqxg73JJI35HPrVlbmWK4tUS1eSJny77hhePQ9aaXMxXsUUuU3AEEEnGCMVUu9EtruaS4WaeOaVoyzA7hhOgAPTP8AWt/UkF1gyQAcdSoGenpTbZIkYRu+0FRtBPPT1qlzRdosV9LmXZ6RFZx+VE0jhpCRvbcVB7D29qxHvru41IwRXCWoQlTGsscoI7k4+ZT79q7uVBCDI02FG0oo5z71kahpOm6n5TSJNbQKxaaO3VQs3P8AF3/nWtPlUn7TcnmuZdlqMml2DLNHJePG7AO06Kzx54bd09uea0dQ0Gz8S6dBdiJDuXIJYNgE8jI7+46fpVJNLghivVmllJmuTNDJE3ltFxjHfPGBjpxWiL9Y40WGFFjjGVROB16kDHJPOaqVenDWL1BwbPP5tEbQNZFvnas7Kqb8FlcEHHupzgHviptW1G50K4s5YETbMvm+UwyvykhWHcd+vpXTeJLV/ENgsM4Cujb4WXkJnr+HtXES20geGPU50doG2BSMlQPX1GAOo9K7qNaFX3iHFrcns/FsUesaddR2YhlicK8gYEuGIDZwBkEdux5ro/Fvhaxv78HSbgW91MCRbscRSkckLj7rDOSv41yNtdxC4ieSCFykgJVlClcEkHOPccfSm29wb03s+oSnzTL5nHBVueV5GO34D2re/VE8rvdGxBF/Z1jFbl7UzWyF5fLcH5s4Cv3P3vwrMv3t59ZgIdXwm5mUbjHhsjdjr2z9ar3V7bXN60Wrr50gIC3kbYYjtux97jv1pl5ZSWF7HdWETPbAKyHcH/PHTmklrqUjotVeS7tTHaqEkGJY3j48sqcEgjnOT69c1zEWpaqbQ2y3TtbsxISQ7lLHrj3P9a0Y9SNzBG6wSvMB5Plbjkk8nb6g9xW9p3hp5bWE6mgjwoHlI2SRuJ5Pbr0FY1MRGhG8ioU3LRFXSPE2parfKkejW0sALCUZIVQduPmOcY2/jWhYeErC1uGuroG6uGYsPM5VOewPX6mt6GCKCIRQxrHGOiqMAU9sYya8XF5rWre7HRHTToRhqMP1qMjBxjn2qYKWAPQe/f6CnhAArH5QWI/2jXnxg3uauViqY8kBicnoo6//AFqCoTcrDY46Ko6/U1KXCoyDpkfICNx7fhVd92cjcFzkHBHGOM8H610QhbYzb7kTlRjAC44O3k/j6cVNaXClGSdMFRgM2eB9T6Z/WoJAQDlcH/aHQ9efl7Hk/UCq+8wvvA2lfYfl0HuPrXoYOs6FRMwrU1UjY2CgYED50LAAn0HFMVCBlWG/JboOfb3qC3lbaZVcvnkhmGFHtxgc/wD66l2uQPmbkdMYwM96+sjJSV1seNJNOzI/vxfe42HO3G0c/nUBVXG5E4ICjI4A/wA//qq1J5gdv4iQMEtgZz0/+vyapm5aSUxx7ZWL9WPAA/Dn6jn1xVCPPWJBwcAnritDwjMp8aaZHk/PKV/8dNZhbEbNzn2qPQ7w6d4l02+wT5NyhPPbIz+leKo3TR9DVdlofQBtdgyCRgdz/iKpXjCCPO1W5xzW+0A3kqR17VWlsfOjI9fUkZrilTfQ89TXU4ieFGfEQZJHlyzH0x90euR3PSuUudX2tNBMzLKjhELKMsu7GGHTIH8u9dL4ruxpc0dpsxI5EnmBsfKD92sG88MTvpr6ipZpkj82dGwR1JOCD6Yrtor3VzF2W5j6vAtxMlphRJJJuPzbuAOOeTk+n6c1vxWmrXOnrHcWOmJp8KbVM0C4QfU9K5aSG9vVe6jVytsqgugxtHbkVs2PiO5uYANUhuLqC2QFNgAUN6v/AI9a6oaaXJnFvYyLvw7dPdTS2UCyW4KlRGrKCcclVY8/54pbiO0uz5F5qt9ZsM5juIdqL+CkD9BXXf8ACQ6RNZ3UzTyRPAuIovLyZT1+7gjGe34k5ridX1DVNbsyr/JbjBEEanG4emckdexxx0rZpRWrMUpPocvf+Ut48VrOkscbfJKRtD/QHtUMyzuMAbeATg5p5sJCTtQ8DJ59KshYyoDHY2zlcEZ/pUNpbFJPqURuj+UxN83Oc9ac5nwQIygHOSelWLmF2nWJvkYkZLHjNOYSwHy3jDcYGOh/xouFivGHfdDPjjkE1FKSzM0Sr7kjJ/8A1VZmcJKRIcufv4H3T7U3bDztlVQRzR5isUTJIGAZFzn061IxlEZY4G3sanyjqSGBcLgL/hVeYyE4ZNvtiqvcm1iu0BdixG3npW14a8W6l4VuSsbGayY5ktnPyn3U/wALe4qhIyr98bSwGV64qvIiyjhcAdSe1JpSVpLQVrarc+hdH1nT/EelC+059y5w6N9+NvRh6+nr1qWRDlkc4XqQpHJ9DXgGia3f+GNSF3ZPx92SN/uSr6MP84r2/wAL+ItO8XhpLZlScRrvtD99D3/3l9x+NeRisG4e9DY6aVZPR7mrADu/dq208Fgf5fzrKn8P3P2oCG5Z7cLulmluC0rn+6M8L6Zrobkw2qmIMN/O4Yxj8utZl1qcccUkcUab1wq55bpk1xU5SpXSOjWRmW2mzy2cMmp3cUUvmOZYnjEwkQnIBHYjnB7ZrXa5WVUjtozDZJwiqPlC+1cVeyajczSrO8kEMqeWFGxiMkZfIPA7fjiobUzpqVsLcyoqARwOYGlVF6HA+7nnknNbyhKpH3mNKzO4kjjmhZJowYnzw3cClkjeFfkU7QMH2+tNQeaWyWI44XvxVq2uEmJAdWZPlYDB/DrXEk2UyrZyO2BuAJ9fp0qVo7k3yP8AaFEATHleWMlvXNSGzEbFogQCQSo5Ax6VIqMuMndg9xVLQV7kVwpbZxxUsWMquMllUnjPanmNyqnaMjkkE+vP9Klt0ZEQeXztA6A4/wA8VaTIb0I7F1ubieN7W5jETbBvX73uPanSAG53BcfOB06dKt296ICcqCWbd82VOT/+qqsr+bOGOPnf5eR7dKvS2hN3fUnTShNbpNlUJGc4/rUaWswjUsHKYyGz1Az1HvUlwbU6e0fnMJZEPCOcgn0x/nimJ5dlpsVsbqaXau0s75JNPlVhXZBH5gdmSTcQeCRnnnB9B+tTrO4kV3XcUzgdePpUEc2xyQCdpGB69aiudXTzI0uwsTFsKrDG4+grNO/qVYuXd6bhcs0a7RjABHGcVXa6RIeYvMyMDK7h0+lVVuluPMIj2qoypyetNJAA2sASOOetS5atsaj0QsN69mGhRnIkJk2Oc7CeyenTp0qOZ3uJIzv+Q9AD275prnLDegPTnHI4oQoSeMhu2cFT17VHO9mXymHqGozPq8NpaP8A6p/9IQJ0Ujgj2H86z7W4n0oW6XN0YoxmWZ35LMf4F7/X3zWvrvlgwI1uXWbcGmT5SgUbsE9QM4rLEV1e3zPbC0aVQjOk0YJ2kAgg9+MfQ11wS5NVoVudVDIlzDHOzYyo2npXNeKdLkuE+32SsssYIZF/iWunEIZgoUkrxhRUoRGUAYwcjr6Vz0ajpy5okyR49bzbnw/zEkYJPp2qw7Ol0rQpkcHBOOQeOa6nxJ4dt0lM6RCONgSWQ42t6H8TnjsK5+y0TUp7yKExsACD8zcED8a9qNWE48+xlYoiN5rwmQA7cKB1Gew+npWto3hzUr28jmQtDbrjMsmRkDsB3/lXV6b4YtbVpJLgCWR2DY6rx0//AFVvgAAAAADoMYxXmYnM1H3aeptGl1ZU0/TLfT0Hl7pJsczScufx7VbPB/DtQeBz0pjMT04Xpk9/pXjylKo7yNkkhc5O0DJ9KekZY44Y+p6D/GliQcB1YKc4UHJJ96dKx+6cZAGAQcAfUDnvTjTSE5CBgpVlJ3ngse59qhZmYbl3KCOWKnP5j25pHO4/Nkg9j29vu+nH1NMbb1Plk5/2cZz9Onf6Ctox7kNjX6HcDk9jnnsR938PwNV3I3Z+Rj6lRg/+O9O/0qQsi8jA/wC+c4/A9cfqTUZIJxkcds8Z6Y+968fStEIiJQDPHrhsfrz6frioXOMjeBjuGH/xX4/WpiSejE+nJ+ufve2fwFRkvjhnH/fXGOf0zn/gVWhBaTrDcBZMbOv3vunpnqfb8zWk/mCPbE2TtA+fIwD7VjSBxxtYY7YY49B0+q/U5q/YTNIjo7YYYweeB69vTH4V7eW4n/l3L5HDi6X20TNGkznzADIrbgXOcA/04pJrSO4OyTcQXxkMV9+oOe1XMEEtz9/OR1FVGw4Jw8YJJZpc4246gf04r2rnnnlRZ/mAYKuOPesydwHJDMWX2xWg/wB0EHnp+NZcxJYkqenevNij3ajPqnTblLjSbK4znzbeN849VB7VaEi+nHqSa8w+GniA3nhkWjtmayby/fYeV/qPwrt0vSsf3j+JIrgnU5ZuLOF0WZnizR9PvbmGa6blY2EYBzuOc7etcVqkR0uZbe0dhDIB5sYy0eQASvP3hyDXU63qUMfkzXD4jjfqMZXPGa56G98/VbDcFe2lSSOJ+o54C88Bsfz/AArSlV5ldG0YuK1NrTtEhs4TbIFkYIS4QYLHGcEkjk+gyMD61z/iuzXS7C2sUCATESsARk+5+ua2re9jIt1aQrGFK7CAOAdpLMeCB0985rL1K2bVryK1iGHjDs3cD5hhR2wFOfp6VopK9xRT5rs42S1BbjBXIBJOOtdnYachtoLW4spbeWHaXkKn5xj5cMO3r7UT6VYWMM9wFM6Iv7oOvyyZH3iO2Dn04qDSNagjs5LS6CImFOfMbD4PIA7E+vFXKXMtCpa7DLzw6siqTAsZeXydygnadp6HuO3IyT1rntV0BbW2nnlTa4jVFVzltxPVsd8D0xiuz1DxHaLHOYGEz5VoyqDaBzkHPTr26nr6VXFl/wAJbYKYYfJvI7kLIu4lWjYE7yTzkYxRHmT1I1tdnBWvh6fUdIdkQNJHKqrz0B6/lTm0N0EdrGQ53bS6MCSfQegrufEVhb6ZYjSdJu4pFX/XIuTI7d84GAOOmax7Twvc28Iubx3s1fEaqzBHl3HnGegrRtvqJW3OOu9DjtYw8q4+Uj0+cH9f5cVBFpeEFx5WVJ4UHIH4+veu51Cx0uFlZJEnkjYh/n3llxwB9OOaz5/C+omwh1I2ai2kIXKn7o6A468/rVw5pKwOxx9xbrFCOMvk8cce2PT3qvHBcNEJTK233HSujutHeF5A8bIykhg6kc+n1xWhc2VpDM0aN52zYUZBksCvY+uc+tN3joLlTOIuo1STDRcnqwOCaZLbLJGhz5QAwA/Q13K+GXnCbkCzuwAjI4VPf/PJqrqGgxxW8h3cwYGcYJyeMg8jvxSVRbC5LnFPatHFuK7gx4xzS6XfXmg6rBqdlIIri2cOuf1B9iOMV1dnp1vDGXmExy2FVcbCPXJovvDPn2r6jZjfbg/vRj5oz7iq5+jJdPqdTonifTtdgIh2x3pBLxXDsSTnJIPQit63sWkcvKN6KcDB4Pr+H1rye+0d7GOG+tGKuGwnlnDAjkHH+c13ng/x5Ba2UFhrNm2/cxkuMnOSSc47fSvMxGDXxUzphUaVmdBd+GrLUGlmdZUmkVULxtztBzgdhz6VpWeiW9o7paxmNriTfJhidx79elbC6jYCJZrcoyMNyk8fmPSm/ayQLkzD5W3IuMiuKaklZsam2cNfPLe6gbWaaGIwOQn2W7bePfABBP5Yq1ZwJYNePZSQDzyjRsAXYtg5JXIGTzwOvbPStXUtKtNTMW1jYwliZ44Ix++Oeu4f1qvbaLb/AGvUo7rE9pchViijBUqF+6c9sDjvXRz0uW19Crtmr4euhdaa73cv7+KTa2YDF7jg9e/SrksT+bC8BiMQbdKso6jHBB7f0qhFIkNrFaxH93CPLXzJMt+JNSXN4z/Mn7tYwM5HWsJ1ItuxHK73Ld6rRthggGw7QpyO31pLOa0Ab7SQcgbd3GPWsh7xXDZcnjhSe3rx0FQvdyCNVhUnI5OMio51zXK5XaxrSzWxMkgY+Whxt3dR3IzVWZ4y5MeNhXqoxuA6fT8Kxt6W0khWJfOmw0rNk8/TtVuSXckLYPKDtwOf0pOdtilEuNLKg4Yntjg/p9KrGaPeH8nGCeV7VQuf3cslxNKqRqcsxPQev6VLDK91Kj5JibDdOMetZ3url2LAuCWYo20t904x61EYj5PmOA8iEGNiNxQ9yM9KapVZHLcIuD09+/rTlwRujkzjr2PWiUuwWJLaVntp95BA/CmzoZVhCsBxx70rvJsIKg8cYOKRRHOFJJHGMY7Y5/Wp6jsRQXC3SmOAsRCxjbgj5u/1FWVwHIJIGDnn074prIfOJC9TxzyKfgGVxkqMN/M0n5AOCq4cNhlZSCMcHI6VXt7O3tSWhhjjcoEXb1AHA/KpUmiRo03EliUHy/jjPapyWyNoHy8g+/XinJu1riOYvZb66vY1Ec9l5DnyZkkBVv8AeGR19vWrVhdJottOqWl3NsuXPlgDcQQMn/d7Uup6C010kmmRRxyTOTcTs2XUH+6Pz6VQSx1K5inDW43xTlBFNlcxkZGCOhHYj1rsvBx30GdVdwQ6xpmHSSFZUzhl+eM44ODxnnFVrDSrXSoBDbR7fVics31NWLaE2lpHbRu+1ABudtxwT0zU0mB7DtXDVk5RcYvQI6PUYDg0bichVy38vrTT/eJ2jjjHOKfj92DwATgKO9cqp31Zo5DOCQfvn26D/GnY+fLfNzjd2/z7UwuAMHnuQoJ6+pH8qjcMcB+OMY2gY9eprZQ7E3J1ckDBIz1LbefTv9ad8uAAq+wGP/ivoPxNRxkYOMY9Aw/ovpgfWpclskt19z+f3fqapKxLGHI6HPfIz+f3vqfwFMYNkja3PG35vpj730X8akfHfaMdiV/+J+n/AHyahbYRjK9O5Tp+Xpn8SKYEb7yc5fPXPzdfX+Z/CoQhPO1sAejdP/1f+hVIVT0Q/Qp/h9B+dNIUc5j+p24z+Xrk/TFAEJRyehz6YPX/AL59R/47ULpz098lf1+775+hFTMEIz8uMeq/5zjH45qKTbnjZn/gOP5/X8AKpAVHTnhcY9QOPrx2/nRHmGVXUgFTn5P5cf5yTUrKXJwSQcD1/P5vxPvTBF5bZBywP4/j2HNaQny6rcTjzKzNeK4M/ls8LbT8yMcbR/8AXHp+tRzBjCp2+dJjKsE4Qn6fzHPrVaGZYZGjuSrQMNpLE8eh/Cr8rGEMQWkYKBxzj8Tj8ye9fT4PEKtTv16nkV6Xs5W6HkfmK3y44PHuKqXPlom0An61fECFg7cE8Y9KgmiGN+0rkYGawTR67Tsavw/1Y6f4jVHYiK5Qxkf7XVf1/nXrb3LHAH3a8CQtFKGQlXVgQfQjpXs2j3w1TTLe5HO9Bk+/f9a8/HQ1U0RayG68d9mwY5XjIHp+NcQk7wahPZ2+dryYjUtnDg5U/wBPxrutTQPbsvt1ziuHsNMlfU3l5ENs3mO/XGOePfNLCSSTTDoXNT1h9Ome1iKPcE7p5cYAc4yFAp1lqJsrFJb2XBu2duMglc9eOnNUbm20y+RLo3/2S5uMyNG/zKDk8nuOlHiKxuCbe4t1862jgSPfF8wUjg9K61y6InQ0Jb+TUVUQz5j2Bblk43YPYDqcYz9B9KoavKX1AeUu8CJR8vGR0BI7dh+FGn35sdFEpSPId404+Z88n8v8BUukLuiSXIV5Q0a7cKUIHv24/U0ruLb6DsZ9yl5YgiWF1B6kcqPxHQ12NhJLpehrHGxN1c/NJGjhS3ouT0/DnrWDZagkmqwojpDGieZctwPMbGCD2Iz0rLvYbi8uZbpZkl3MSBGx4HYCqu5aPQT13Ohj1HW93lxNFpcfm+WEQbSpIJBJwSfr3oufEuo2+yHVlTULVx92decezDkGqNhqkFxYeQ3+sSLJQsf3jLgg/X0Hryai1Zlu7SaQuzsESQSOeF9FGBg4yc+5oUmnZonlR0ekabpGpXj3VvM8lupBEEyBsNg5VsEEjpyK6cSi1jjjR8Qxcon3wp7YzhuM8KQee+BXM2moaTDp1pZSWUMrom3cUYMx6kg4zTLnUJYLmB4/tS2Lq6hRKXyw9M8gAHscV0xrqK93U55QcnqdO1rbXsBF5Gph5HzfNtz1VOPmc929elchqmhJYG4u4Z3dI5AzRsBuRB1JYcZHoPxrUtLuS5tgZL9Itw2gNCTsTsAynHT/AOvWB4raLToLa2huLW4NwMZjyPLHqfmNJylJXQQjyytc6O/1LTbPTbiYIwXyVW2ACgb8cDI7d+cVkaa0Op6qdTmCSqrIgjcDpxlsdOPfjNc6lvO+lzR/2lG0K4YRqhYZJ457VAtnf2wMcc7JPt3CMDGRnk5/Af8A1qyUklubciPRt9tH5zSNDiFpFklJU7o8AgDsSehOCeuMVmaF4t0W31aSGXSobe0uQYjIhP3SeN4PB+uOM1wENxqGoslsJ3ZV+VVdsgY7AVpf2Ql02yMTBlbEmxg+3j0wO56fX0ocoxXvMPZp6Ha6xdadofh5I7a3jkv08yKCTbub5iTv922968avTcQ3MkgMiiQltx6Nn+degyWN1eQ2P2pxC1ucuQ24v24x0yP51Dc6dZCARmIS7QQN+SB+GcCudYyEdN2XHDysWfh7r0V9ZGxu5XW4t1PltxiReoyx7jp9K7GO+VVAb5gTweTz9fSvIJZJLC7Sa3OxomyvHArvvDuqw6jYLnLOTtKDkrXNiad/fitC1Dl3Nx7yd2VY3KqTjA6GsjWNYmtXjjtJBvDr5ik5baerEdavuxySAMp8w9x6/nWVqsdhGovCGjuSwjSReSCePxFctO3MropFOSS7SS8In2NPMf3hPEcak8+2e1b2l38d7buUdnhU4BZeoH1/OubuFllKWsccVzKgJVZycyAEgkYOCcjpXRadHItjALiJIZTyyRjpjOAP0rXEW5Ndx2LM2XA8ogrnI29D6j6GmrGSoZH+90BOCKmg8tGMDHbvG4KxAIx3xTJY2cHJGefz/wDr1y27BcRmJP7xAcZHIpHlVzGF4wMjP1pA4lfCOD5ZCEKc845BqUqqXMffCktz9eRSatuMaIYzESwDllOVIzk/lRbIyOeDgdsUvlbdyKcMvY/pSF3T765Udcc9v88UXvoOxHjdHLzgcZ6881AJ1gmW0CuzzIWEgGFXHYn1NTIVO4Mccg4zntxSzxsyoq5Zcnimmk9REhGyJVPck4xn0/OnkIQMrg7V+b14zUP/ACyjVwc/MQOvHFTl1D7cEkqO/fHSp3YdAG6M/K4PbBPNIZMMQxxwR97+lMs5HmXzLi3SKZjkxFssMH1FLBLjL5/g6Z9SO1GwyydhRUTC4bJ56VLtPXdn6VDsQIWf5cc5HalR2jxIxDIDg5yOO5pO+wiUQgLk5wc5JOMVRu9QgsLu1tpVl33IZk2nO0KO+euf0rWIWRCo6MOPpWOmjRDUpL24lebLl44nOdjEYOPYjjFaRjBO8thJsbo+oSalYQzyW7RGTcwIOVABxnJrRQfMdpJbuW9fapDCqoiAKFK4RE4A+lV2YLlPlchQMDJBPv8A/WrKdnL3UUSgsM45DHG48gnp+NRCQbdgJUHuXUEgdu/4UMpbLSDcMddmfl9Rk+vFIG2sRvVPUhgMH1wo6D+dNRsITBII5b0OGYf0HFAO044B4xnaPp6n3NBUsQTGRk9CpIB7D5j+JpAR2bj/AHgPrwo71QEybj03Me33j9PTr978KmVSBwpPpw3P/j30/M1XADAllPfJ2k8d+p7dKkTaG58sHPP+rxn/ADj9algPZXxnDkfR+f1/zuqJt+eC4/7+f57f+OVK6p1wnPsn+NV2CZAwmPon+P0/8epANO7/AGxj/f49/wAM5/4FUbBzxtf025f6Y6/RaeQnVfLzwRkJjvjv9f0qMRq3CrlTjshOP8cfqaLgNYvt+8/HRvn+uev1P41A68AuzAHpgk/hg/gPwq4IcBmVVLKckhQNv+NVNQvbeyiZ5ZPlfoCPmb6D/IoV5OyGNlHlswYYIyTt6n/PNZl7qSW0ZRMO4z8q9j7msq+1uWYsC4igP8IPJ+p71jveGUGCFgn+0euPYetehQwTfxGc58pauLyW7wJCzsxwsMYJyfQDvXa6LDdf2JBFfxqrhsKiHeVHYN2Df5Nchod9HpV4mYXYSsVk3j529F9vXHWu7tzdPcZZ1RSpKwiMK3Pc+n1r3MNQVPY87EVnPQ5/w14RFzKbnUQBEh4g7k9Ru9Pp1p/jnwoLW1/tSwgVYkGJo0HCD+8B/P8ACu9tbSK3RIoQQinrn9frWjPax3drLDPGskMiFHRujA9Qa82U5L3jo9u3O58ySMoLAda7z4e3rvHdWJPKYkQY7Hg/0p/jTwFpuk24u9NaaJs/6p23ofxPI/WuV8KakNO1+1nkJ2M3lNx/C3BP54/KtJuNak+U3U+Y9XnhLRHPP4dK424vZ7Ge5tvtYtoZPn3lS59MLjv359K9B8gSoWC9uuDXN65pMcjKzpGV5XDOQBnvXn0XaWoXOGk8q8UQQSzTSpIWDTMBhD1OOwz71oRi40TSfOgD/aTLslbqiDquOxz61efZbXTyxRgpPEFC8AhsbQxA6DgfzwKrXt5FDZGN8hHTaHf5suB1YevGB6ZzXo819OgmNW5tPEXkW0pWyuYycbF+STJy3HY1iag8ljPdWKjaok4z1wOmD7ikspb6z/ewW4Jk2qjOvvxj61fdh4hgeCSJYtUgUsnGPMUckVfwy8hXJINPjWB7cwiSaRFcOVyVQjDEY7g1FprLFpcoO4u5IXGMB+w+vGeahk1CSXTgI4pDcNIY2Xy8jJHr1BzxjsKnsbSWyj8oMrzBg8kK4PXoM9QcZz1FJ3s7gZd8W+3SPCJGRjkOFI3HAJIpBqDvpjWjyHAYFAFHI9z14rcjkhtjJcLL5YebdHg5CKRyT65wce/XisTUIbRk8+zICq/lmPOT3IOR1/xq4yT0aA3/AA9r2mx5/tfzC8a5DD5vOPofTtgdPWugg83UXF3LGjeYQsSD7nqFB/urjcx71wl7pqraQzQghwmJUII+YcEg9OpA69e1SI2sxQxwWlxcTFoTGY4slY0PVc9Ac9cValBb6IiUG9tzs5zYw24nuMW7MCySMPs7SD1Vl+Uk9cMM815/quoi+v5JUMpiIxH5uCwHvjiumu49X1nTbay1O4t4IoSDiJdztgYGe3SnJpGmRIg+ziYrzmQ8E8ZOOnasauMpJ6al0qE+pz/h+WY6gY4jJskQqSpOF9zj8a6aKynZpBM+xGBj77tgPy4/r0zUgkESBIwkadlQBRTGlI5Jx7/5NcFTFSm/dVjpjQS3HQ6bp9rObgh5JmxkscKf+AjirbTKqBUCqnYLgAfhWa84IO3cfwNRGeZztHGPc1zNTm7yZsoJbF6W5HPz/mRWdc3Iwe/5U1EmnmaMKzNx0q4vhu5+ZpXRMkfuz1+taRjGO4nJI5a8bzGbHH4VDpmpSaVfiRTmMnDrk4NdnN4YgVWkZlLj1fg/hWVewWVtEw8tckYJVVyPx6iuynVhJcvc55yvsdnZXYuoY3jkBV8FSDx9PoalktIZnQtF5gVt67h9xh/UVwfh7Xls7x7eQkQvgrk4wfSvQbaVXxLuypwePT1rjrU3SldEp3KFpocNvLDK8jyvEzsCT03ckfzqPWtUWGM2AFyksyhjNCmdvoPX8q2yNylegbK4rB15LiIG7a7nS1wFW3iBDM317VnSk51PfL0KdnG8N/az3M0s8/lvGHMZ+6BxknGD1GPpW3Yan9taTdZz2wXAzIMbuP8A61c/HJdzTiwYBZmgaXYeVVuCo/Ic59TWnoFqyebJLFNFK+F8h5SyjnGRnp3resoqLb3E1c1inlyl1yC7fNjoT6/jUj4FyRkcRnv9e39aFUliTkkE/wAI6f5xTHYCV17Mu0A8BjXC0xpiXl7Bb/Z55WYtNiEAKTl8Y/lTwAkYPGMjHr70BB9leMkMd3mD5emBzSNhYh2GRjt2Jq7rpuA0CNYoh5Y6k8ZGKQQhk3RN0GMHtikcqIY1D4yD3z3quGklmkhEDIkRGJHOA+euBSSuA9zJgbvmA6H8KtRvGWBZfmAGR64qGRfKRVySQRk569aJblRIV2ZA4OaN9EHqSpblrgPvGA2etLGPmbB6jG3/AIFRmPzVVWO4nn6/40oRo3bK5xnPpjg8e9S02MfcSXKSWyJDEYS481mJBA7YHep3JdFVEbvx0NMRllKf7HBz0Bx6/wBKlLllwARGeoz/AJ9KJS0EkOjb5yFb5sYzjhSOKcpBUgjqeW6/l69KgZwgJK7RtyBkAn0+lNz5n3sHAx8pZgB3Ix+VTZsNCV3JXo6Dhj0UsOg6+vpTG+bgvkg8kMzf8CwBj2FO+4QcBDz/AAquD365PTp70mc9Dux0GWbj04wPlFWklsFyLb5bDICnOMsoGG9OT0A/WnBhj5SSMYC7+o7D5R+Jp2wJwVCjAByFTI/h65PuaaSezswzywZm/wCBcY69KAEKApuKkrjlvL5I9csepPFN3nOC4yODh+B7/KOgp6rjPyhGz3UDDd/vHoBTMkgKvzDHyrvJ47LwPxoAcgI52AEEY+TGD25Y/iamjfsjn2Af/wCJHrk1WGF5PTB+YqBkdzyeueBU6NuON599rFse/GBwOKTQFnLMoYlto9S3T8V9DVeViMgnPsHxn/x36/mKmTK8FNpJ+7txg+n3s9xUqxk4yfmbhQSefqCTUN2EikEcg+Yx5OBg53DvgYHXH6U4plXJJVjyB/E1PnmitIxM8nllchmbnJ9AO/4Vzt9rEkyusOUTnLn7zf4fhV06Uqmw2yxrGsxWQKRKrz427R91fr/hXCahqE00jyys0sucEn+Q/wAB+lXJZ0lU/MfKPdTy/wBD2Hv+VVodFudYmaO1BACEbuigegP+HNethsIo7mc6iijnnvJJ5xGnzMSATjOP8+ldlovhl3iW5ug0e4j92R87AHuf4c+laWj6Bb6TaswAlkyBuKDJI7+30/GtaMkYI49K92jhktWGGousnKewttoOlzzhkhxIoz87ZIPsDWxDbNBAIUT5VQbZFIZie/Xqfes1PmAIJyOhrXtLhJ87gVlA+ZM8Z9R/nNazpcuqObF4R0/ejsbMSjAPAHvVkzwxpgyKPx61w819sxuYnA9e2az7jXSgIDYz1NfD/XaktFE7I5f5mh49v4JdMMAZTznOe/avErqYw3kz5J549q6XxDqpmOGbJ7DPWuPkSW6nIGTk817OBhK3NLqZ1qapLlTuz33wrf8A9p+GbC+LHdLEA3GfmHB/lVzUQJLZ1OdxHUn0rkPhtOY9JubEkYhkDjPfcP8AEV19yCUxn+dclVclRpCS01PLr/UJLa7Nu7ZSJ2Kt1IVuo96pS3S6nqAST93A0gbBI4GP8/nW34g0v7TduYyFkBJ5fORjgAfUHn3rntP037RBPNJK6iKTa6qMtzjt37/lXo03FwUgZvqJCUIZUZ4ijsDxGwPDc8DI+UfpWZL4imt9THlJE9vEQNvXOO4Y8/jVC/sbuyvDbtM+G5BLkZHYH39vetW18PxuBAyJPMy7twZht5AGSMhe/X0NJqEVeTFZvQ25fs0Wjz31sFZZmE0HHKuw2n8c1xMkV5br9oZJUySDIQQCe4z/AErsY9DlOmvYSy+VbeZvQhtzqOuPTrnmros7VQAYkkAORvAIH4dP0rl+uU6d7amkaUmcbpFvcaheebKJnijUncBntgAZ4z+lW4/DzC+E8s0SRhtyxDLH6eldM5ONqrhR0wOBVV1O7ocVlLGzk/d0No0V1II4LWFdoTf3Jkbdu5zk9j171M0uRgHCjsMYqNgdx6moAWZtncVi7y1bNlFLYsEk/X2o8xRjv7c1JDp88pBEblf7xGBWnD4ccIZfNI45QKMj15qdBOSRiFpZWIUYxzg05LWZ3wYmZSM79vyj26V1lvokHk7gmXOPnx19KvwxxRR7JQFA4246fWlzW9DN1exysPhq5lzKzwxx7eUz82a1rTwzZRfvSrySkfeJG2tkXAii+Uds5Yjn/Gq8kzsTgEjdgYGB/jUOqQ5SY1YreBCnloueQAOfw5qtNL5SlQcLnkscf/X70+b7vDgZ/ujHvUUgVIx8gDdTk9f61HMxWRnXJYx8bz6Y4HFc1qdmTubICnJwOSP611khYkBdzqpOO345rLvLJpQSw2gjkAcn8a6KLalcG0edXcXlSng59c12nhXxH9ojFpcEGRehPORWJq1kqMdoGPWsJWe1nWSJsMp4r1ZQVaFmYN8rPa4yuQpPyAZHfI7/AIipZlUj5hw3PvXN+G9fh1C1VXOJRjkn7pFdIA0q55wBgg9jnmvGnScJWZqpFSRbeLM8ior4A8xz27ZNVjrlrHc3CFyv2XAkcjC88ED8apeJFluZvsYhKwZ8zz/4QwzkH0GO9U7q3DxmaCI3C3EvnhUB2v8A3QT2AH51vToxlG8upR1vVAyncp+cFTwR1pJVRueuM7SDj8BVTSGupNOUXaqJ1ckBRjahzx+HP51bxj+I9c/Q1zuNpNIL2I4lIIaJz8vY9+1MmZlyrLnnIOfypZJDCUAR8yttBReFPXn24p0p321ucEMpZT7jqP51NuoEI8uVV35BC4557+tE8TyPujwQBgc+nWns8aJEGBO5Ac46HHFOWFGUSRvtB9eD/nNVd7gRkFUjUnJ2qNuf50SCMzvsTdIeAx+7ntmlKSEhRyf/ANf6VKhAbdsJZicED7x96LWERWLSKitdMrXByZNn3QcmrRwS0sjbUJ/E/wCApioISMctjavOQp7A+tOUM5O9Rk8Ybp7E+9TJ3egxxZiQAoCdkUfe+nr/AEoMp+7wXz6ZC47+5pu7gbd3IyT0JA7e30pmMd8+vfPrS5eorkg3D5jwxIOSoXB7defc09PmwAN3oDufPoOMD1NRxsAeeDznAA69eT+QqThsqTn/AL6bt17DgcVQD1O3tgYGOFUnng85PXmnn97xnzPbLPk59sD5j/KogCrZyI2+irjI/Pp+tSKfMUc5yO+58DH4DgUAAGzr8uAem1Mj+L1PsKH+buH9T8zjHr2HyinjKHgeWcjB+VMH+E9z05NKV8wAKpf+6Dvfnsp6DnrR0Aq4EBwQAvAIIReO3qfc0rNvBy5YHnhmP1bAAHPSnMAmCDtGCQfkQle/qck8D2phDE5XLED/AG2BA7Z44WkMYF28kBCD3AUK3484FSo24A9QOeSzY9Aeg5PNMSMMdpVl4wF2gFh79eTVmNW6k7tpzycj/wCucVLaGTwwrkDCsWwFG3aT3/CpJpEtoZZJWI2j58jhR7e/aojcwQ2vmO23B+Z+ufYe9c1q2rNcsS58u3XkKT+repp06TmxXMnW9TkubpZ3BHOIol7D0+vqax578yRjMgAPoMg/T1+vSquq3jSuQFyjHAXHJGen4n+Vamk+Hry5ldZo5o5YtrMwdVCE8quTx0x647Cvbw+HtFGNWqkV7HS5r2NJWysTOAsIyzyc/Nn29a7u1MGk2JLgCNlGGjfPP9wfzyODVrTtKl0yPzJFSSXBaRFAVT3LDPJOcckgVhXkMsxFy5le2kJdGbJ3Duwxxj2Feth6Kvqc9JKtUUZPQeL+SaUlVLJjqx6fj3qdDnqBg9hVWFrdoQYXRwR1U5oFwYwRjLegFeirW0PooRgo2iXg4BI6Dr/+uplkEnzRk7h0YcVlozyHGwnPbFalvFIq8qV/OhoipFWOSutVhkDNDMJQDjMfP69KyppJ7mYopKoMc45JPakdjHEqpGMZwoH8R/8A1/yrS062SL97Jkqvf+83c18hHDU6Svuc0q0jLv8ATLfT7Qu43TOOpOST7+1YsFsIvnYYJ6A10bN/at/uI/cp0FVdUt1QFhjjua6oNpcr3Zyy1dybwpf+R4gihDYS5BiwBnnqP1FelK0gU7x+hFeGJcPb3sU6E74nDr7EHNe92rx3FpHMg4lQSA8jgjNc2Mp2akRc4Txa8sbpIm4EEYOffIqjpWkX1xdG6nUxJdEsxIwAwOVO09ecmt/xfAy2DSRDDKdwPXkVowzreaXBdJk7o1lH8/8AGueeIlSpJRW5cIKT1KUugWEjAzQtIQ2/DMSNx6nHvVplCKFAAVRgAA8CrJ5XODgj0qF+vp+deY6tSb953OhRitiuyls5OF+tV5ABnHP5VYlyqM5YFRwQCaLfStS1MKbW32R5ybiThcf1/AGtacJSByUdzNkJ6kYHqeKr+YJJVjijeeRs/LGu4/pXVWvhbTxGZdSnluZhwIUYpGPx6mti1CWNuttaokCZziP5S34963SjGzZDq9Ecja+FdRuyJppYLOID7j/O7fQD+prVtdAs4E5j8xzwZHTJz7ela8p2jODwvpn/AOv+lQMrsGIxz0yMZqXVIbk+pEqpHEVbpj7u7APtTDKseQBgg9T6fTrT5FwOJPvcYzyPrUOVwNyjI5JPesuZ9AsDO5XAVmHT0BpGztz5gUdtuc49fWk3lztG5sHj0/Ol8t2TnC9sAc01Fsd0hN6gDcBuzyxPWnDfIoUBiAOM8AH+dCxLkltzH/aOatIMDkcdsCrVPqyebsVTA+w7m2jOeBj2/GkWBAKuSgY4HWoMZAIB6elaKKRLbZVkjUgnHWqk0QaMkj2q+6549PWoXXP3Rkd6pCOQ1S1znAP4E1yV5BtYhv0Nel3sPmRt3PTriuN1O0+YjHPoCDXdQqdCZK6MOwvn029WeI4AOGA7ivYtLvYr6wWRDwR8vPHSvF5Yyp+Y4+prrvBOtCKT7HM5AA+Qk9qrF0uePMt0Km7Ox12sPdR2QFtEZXaRUxtyAp4JI9O1Ynk2+q3kNrLuKz+YIZYxgqUYgD3BAH0rsomD/MzDAGM9fxpiRxwRlYIoox8xUAYIJ6/SvOjWUIm6uZ8Ah0OyjeSXbbw/u3lfknOfzpq6taz6jJaQuZQsXmrKB8rCs/xFLdR3C2pubJbMoC0MxySepJA5+mKrW2LRYntjCoVHiYAEuGbGOD2yRx71caV48z3YbnQhtynLc45x6e1NG4KUcDBfHTOOM5rF0e6knkmjlvBcToQQBGV2j8hW0yt8uSvDEqOwPcVnUhyuwkNeKM+T5jFCFAIxntUS+Zcb98YgCttQO2Sw/ve2asKkUypI7HIUKfw7596PL8yUuzYj+6D7egqU1sDJgm2REUfdAyWOMe9LvVXKRsGlPzF+w/8ArUxmkMYER2quASuTn6evakcgLt2k9Ts6jHv/AIVIx5KjLkkbgM+p9h/jUbNn5T8g6ctjnufU00EySDOGbspOc/gPSnY2qTyFx3wm5fTuck00guKuRztK8jtgA9uT+dC/N05B7jJ/l6mk2EnI5ODlghOR3OT6dKWPJO3IOegyW+gwOOBTEPwFIJxx1yQOnX9afuBXDEscc5LNn8PcmmkhF43bcZA4XK9vf3oCkrkDceueT0/xNS9Bkg+UfNwOc/dTP9739qkAyDuO8d+Gb3PoPQVFGQpIxjBxj5V6dOTnvyfpUw+fJAEmD/tP349uTS3AdwnLDb1BHypn+8O59hT2G/Jf5wR8xwz/AFPYZ6CowPK5HH/fKnj8+5/IVIg807flYjpnc+cfXAwTk0m+4DGDBiB8j57FU2tjr3OAP1pFgD8MhOTheSxx3xn16mp9nlqoVQzAdlwBzz9TUMsyWrmdpdqjq7f5/Sle+wyNlRHOVKkfdC+p9fWs651u3tpDASPP/ug8fQntWfqetSTsyW+UjJ5f+Jv8K5q5ljQEEjPXmumjhm37wrnTTagZkLzvyOAB0+gFYFzdNNOW3bY0yfXH/wBf+Xaq0Uk0iZ3naBguwHA9BS+Q86khWWBcYPdz7f54rujHlVkR11Nvwzoz3Mg1KQICc+QrJuCAcbsd+OBXcxWSWlkkagZDBgSnIJPHTkZ+n41x/h+9mKhC6ooAjV9hw2OB06Dg89K7CNFuLWKG7Vt7ryJGPK5ySPX69q9DCRmoXn/SODEtOegyO5jhMrKY3Texdyfuyj+Ek8AZ78n0qdiHVUaNCmFDRrwseB1UdWyT6Y4q0djeY6L84YAEqSePTI/lVR7aaQzSRqqzFQod1DY9mxyR1PXjtXYc6M/UtDs7nciQLDMy4wnoOBkZ+6ewA6+lc5qPhd5MSwyERjapTedyHjAbHPfgL07mu2jiWOBR5MigjJUKc47J05X2/M02BDHIrh9wIOGTBRQew/2eOnJ96DenXnHZnFW66hGzOtwxhjYKFkIwegwx9T2xWtFqUSr+9EsZ9GTOfUDHU1uCIGMRBYXcJkjYPLi49Bg7eDx19aYYbBmDTRKogQlS3yFOPUfd46H04pxnNdTqhjZLQ8rtYHmkDdz8qf7Pqf8AP9auX6kIlnbsACOT6DuTU8AWw04TMAZZF+VccKvamWFu25pXJJY5Oe9eK5Xd3sjpbFSKPT7MZ4AXknrmudu5nuXPPB4H1rX1mRmcRdFAyPc1kJC7SIANoxjitaS052KxlfZf3hbOVBwD61634IvBdeHoAeTbkwk89ByP0NcDfWoFuNowFGfetn4eXrpcXtufusFkXr2OD/MVnX9+DfYUo2R2mv2wksZQBu+U+9YPhZydEFu/3oGKEYz8p5H9a6y423FuVJB3Ka5Dw6Ps/jGWxMqpFNGS2Fz93ngeuM15/IqkHAmMuXU39NsZL6No40YvEduQOB6Z/CtGx0GSdZftMgiVeGAGf16VoWVpbWMkoQFo2O9S7Yxx6D6Vbnd5YwwUsrle21c/zrKFKEdXuhTqyei2ZkRadZ2MgZII5ZQch5U3ED2z0NPZmZmCnB6hRnj2xVyWNWRGLDcW5jXn8xSgHylidFBXGB1b8hUu+yC/VlT7O4j8x3ADf7XIpWVBEpGSf4s8cVoR2cjIBgjk4Zjk/gKdLbBB/ebA+Yt3+lVGjJ6kuokY2Hk6RjB7jgHHrTJI2XI4A2gcDP61qSo+0lhj0BIJqhKo3EKP6UOiluUp3KLRFmBzg9yOtNESK2dnJ9asnA7005/HPpQopD5mQ45zilI25zgHFK+fXp7ilAwenQd6pARhct0NSrwOQBSAY6HPPbNKcHG0d+gGaAHyDOR1FQrgFlzx24xUvc/1phADBhz2+lAFeQYfGcA1Cwwo9O3NXHB2tx74qs4weep5Ge9AFSRQ3ByfQDisHVbUMCen410TDJAAP51Uu4BIp3cfTFaQlZgzza/tdrFgPyFZ0cj286yIcMpzXWana4J4JH+7XPzW7AnPT1r06c1JWZnJW1PSPDGqR31gpLZZRyGPb/P8q6UqXURxpuJByT6V45o1++nXu3cQjkfTNes6NdCePcr7iV+U4615WKocktNmaxldGf4h0xJomurG3j/tFtqNI55UAdQOmfesG00eUamtrLvNm9s8byg9Xbkn/vrB/CuweNcP83K4xt/pWZqtzHp1nLdTb/LUgFVPJY9v/r1NOtUSUUi12I9PsJbJDFNMZ3GQJHHJyf5Yq9gNI7ZIUnGR1/CsiC+ub29nZYcW0aKEIGC7EVsxt5ZyfvgcqD/nJqKqmpXluHkPUYAMiYLLwuP14qOWNw7JKBnn5c4yR3z2FOOGUlmQEclv7vfP4+nvTJpDNHuUEKo+bgDr91s96z3Yxpf+BM5+6r4wFx2FNABcHHJPAwTz6e1Rb1yeMjo2Ofx/E1IG3Eqxy3RgSTzjqAPQVokIeME4LnB9Wx9eB69KmAdOg2HdkEKECt9T2AqKPKNkqR0ypwgP93396lVQSTjeAMMyoSSM9ct6nigQIglIwobphcNIQew9OetNl2qu1mKgk4LSAbf73C+p4qQncxV3UtnDZctz64XjgUkg2LnaVU4yAAgI/h9/ekMhQsQBtCnPZQoVvTJ9BU6n5RtwzY4By3sB6c9aplRzj5toIZlBYle7ZPHWpxKXAVmBb0L5z6cD0FJgSfdOVIBAyDwOBx/Op4334GNzdADubPYccdOTUPCgMMjHPZOOin196kWMhxnB7feOAAOpPp1NQ2kBPGPnUAuARuUBVXIHQ/1qxHtJUK+FAwXI7eg9BUahWUkfcHXBxu461T1TWEtkCAK0+CBHjGPdv8KhJzdkMm1HUo7K3VXw2R8ka9T759K5K+vJLt98zcD7qDhV+gqveXuGaady8jnueSfaqX766b0Tr06130KSgrsTG3d0FXYgy3TFZ5iXcony8r/cjQfzq8FHmrDbYaVuDIRkZ9B71oG3g0m35w87jLswyRn3/oK74K67Iyk7bFKK38pUkuiPM/ghQ8VbjhkvpEgjRRJNwCFzhe5AHb+dVY7G5vp2WFXkm4JUckZ6ZrvfDFjHpPnNNslkYf69sYyMgrnsRgnAzW9OCltsY1J8vqWdH042NmIfsyKJBjft43DA+6OWB6nJ781reSiuzqnzL8i7iSUbHqPXjgfjViTe0IeFAVTBXAO0qfbgZI/nVMW/lkyMTIwTa7Egsy8nHHyqQW7c8Cu5LojheruxwvYbdkEj5YnIjLAiM4yM44A4PJPWkW9RlXe4Egb0zg59cfnism8kjniUxuUjf/WExhTJjoWPVuP/ANVBuo9vyKx/wrtoYVzjzSNYUlJXZfZoxKEE252PBLZJGenc4zn8KpmOOJZYFPkR24wI4mAMXPX0APPWoGKzjII4qpcJcxqMMSFPQgEE/Q1q8F2ZfsOzLaXEowsWyPaCSseGwWPJA/iBz36Zzis3xL582g3yRozoI87g/Ee3DEerg884oWe4lZ4im3zB8yRKFye7Hv0rP1zVo9KsY1jXcpXbHEpGAmMAY9D68fjXJVpuGkhU1KlUT6p3My6kN3elFH7tDgY9anceWh2HCqM0lvGIxuHU5Az39TTrkfIPfkivnn0iel5GLMjBzK5BkIwM9u+fwqa2gWANMcEjnmnlDJN0GKdeusMGzPAIz9ewrVyfwo0SsZ9y7XLeSufMlIz7LTdCkFr4ph8tv3Tkwr2DE/8A1wKsqrpbhQuLi5J57hahnjNrbrqMGM2jr5WRwzA8n354pu1uUmZ6JJdmKGRZCEccYYgc+nNc3pUE1v4xg1KVHUBwuNo6EYz+R9K3tDmuvFemi988wMjlSGhBG7jOGHPcdqh1W3l0y5W2lcTXcrjDLnGAc/8A6z+HrXFGMoNqxztrY7EMWVQFYOOSzLn8BU6280sagLKwAyN3yiraWyDZPu3MU6n3H/16sqmAM4/KnDDX+JmEq1tipHYN1dtvP3VBH61ZigiiGFQcfWpgmc4HH40HjnJ5+vNbxowjsjCVSUt2NPC5OB9M1CwJPXB92qy2CMZx6YzUT4AzuA/4FVtEpmddRlwcAknjJIrIkXa5J4+oreuFLoRx9cisW4QBycMc/h+NctWOtzppS0KxUN659jTCD0xmpwAAfuk+xyaeIN2PlPvkdKxsbXKT8jpk+3Sm7G25IUADI4zWgLVmRm+6ei8kZqrNbvDywIB7k5pOLQ1JEPHGPm+poYk8cDtxwKQctj5ic9MVKsbjJIIHXpSKGqMcHp7nikK9Rgn3xT/LOMHGevPOKGQZycc9u1ICEgdSRj2zUbKAF4A5xxmrATAPB4/KkZc5HTvjBNAGfIuBjnOeKY8O8EnBPtj8quSxnPOfTqOaiAC8dSOMVSA5rU7M4b5enqtcrcwYODj8jzXfXkHmSHK474PH8qwb6w2sSgY4P8OBXRSqWYHFywnI+XH0Ga6nw9rEsflxuxGDg8YrMurFy2ccfSpLaxeN8qvPQgCuqry1IWZMdGejo4mTchBzjNU9T0i4vplV5s2eMtbMMbjnrn2qjoVzJkQyEttP3wMha6m6DsgDLhcZUHr06/n/ADryHJ05aGyRi28UdtIsPBWZQhYDp2AHp0qXHluSSAQSCw559venlQDt5UOM8DluPQ9M0yUOfLYkg4wuQBtI4+gqdZO49B4ZpCMFxFjjGACB15PftTASX3IAzc/dBfII5BJ44FMQgsAoGe3G4j046cmpSAQRJ6nO9iSPX5R6mmIgkBVgyHcDyoY5yD0HHHHNCtgDGduOCTtDL+HPJqbazBom3qjnGcbQrdzgdugqtGrKSCoU56KMYbt17d6YFuJScFcg5O1lXHP8XLeg4p6srEEBWJwVU5kPsp7e9RIyYO4Ajv1kIA/Tk1I+ekjlTn5tzYw3c7R7cUAPVgi4clVwdu5gmQOowOeTSkHOVwDzhlTv35b0FNUsF3BSvIJ2qFAP8PJ/OmnazHdtbHB6uQO59OTQBHINxAXBHBUMxbjspA/OmKSPkBI5IB+7tPfp69KsMryErkh8jcC2MN64HYCmrFg/LgA8FwvXH+eTSbAs2/DgkqrD5jhfu8ds9TUxXKFeBGc9e/1NVo2IfG0jA4AGf0/rVG/1ZOY7ZlLdN45Cj296iMXN2Qyzqmq/Zx5MePNHA/2Pr71yl5ciEFmYyO3IGcljS3d0sCEs25z0561Us4s+ZdzMC3YnoB9K7KdH2auF9Bbe0eSXz7rGcZC9hUM12107Q2vEY4Zh/F9PatG2t21dJNxKWqnBOMFz/hVMwRWVyEV1IR9oK8hz7f410wg7c8iHJXsOtbJ42Vogd2eAO59/88VqR2b6lfQ28CfPtVXIOQD3Yk8ZzTrG1n129+z2I2xn5Xmydqjrjj6V6BYaRDpNsscZRI2ymFG1nBHr97PBxiumjSlU96WiOarVUNFuUdJ8Ppp1o0UMK+cWJDz/ADgNjhsDr+JrTeBJGRjGJmXGX4GCOdwzx69BmrB8tZAVhYgYBbByeMe5yAMc4pgLbmRnCuo3D5t2eeDgH14wTXopKKsjhcm3cjjaZQq3MoY8t5idF9ue/t9cCoL1zs+VQhkAVst27DrkdauNasCWcxLG+CgK5ZZD1Pp9D+dVV3yXykbY7ZEBCsuGL5IJJJ6HIq4b2DcgjsVlbc6ZIGBmpZLFFT7vbtWnDFwRirPkxuAGX9a9FVbaIpTaOWFj8+4Lj0oeBwnKA5966WayTbwKznjwSDyPrW8atzWNRs5e4cRnPl/Mvb0rA1XTW1WzmWPCSqMoCcj3HP8AkGu8ubNJIySgJ7cVyetSxabptzcSEqqgbmUgEcgd6K0YVIO6Nrxkr21KJiOOByOB7VWvXEaBep6fjVtpMbmJIIyFH9azApuJ2c/dXjHrXxUO7O2KC2jEQaV+WA4H+feq6xm9u/mxsi+dyemalu59rLEp6D5sf0oeQQWyW6hQ0p3Pz2x0rTVa9zenTlUlyxE2G4cGPIec7I/9lO5/z603UVjffAn/AB62y7Rju3r+FEWoiKV5FVd5j2If7g9qZAIZfIhkbZCG3SM3O6hJp3Zc8JVWtjrvhc91bWFzDLAWAl3p7ZUf4Cta/wBMmutTe6kfOz5SSRx6449af4CkM2n30yqPmuAVGOQoUDH5V2bKGT7uQR2FQ4c71PIqVOWb0KmnDdp9tKzA5Qfpx/SroIZeexwOBVW1YR25jXLBHYcAfX+tEk22MHAUe9aXUUc7Tkyy7iPOcD36VCs2/hc8Hsaqed5jYzx67iP6VahwADn8jS5uZhy2RYzgDk59jio2fgjI/FqcSAnp9SRVcyEDGc5/2qbdhJXGTMSpxnP4Gsm4DeYQRjnHUrWw43jktyO+Kqi0V7gtkgevNZTi5GsGkU4LcyKSxIb1BFW0tgc44B9qtkog2qpB9QcinZ4IYsfouaFTSBzZCsAUY2kd84NLNAkqlG2ke5P9amDBSPujPqpFKSpX73Ps3+NaWRF2ZTaTlsqy88kY4/SntpqxxgBc9+c4FXiq7slRj/dzUgwV+6vuShqPZRK9pIx2stowAQDyTz/k01rMvnHPToa2AqtkDZn8RxSYHQFcezVLoopVWc89uUzwf++aZ5RPAIyexzW9NbeaM7AfcHP8qrLZFZAeMdOc1jKi09DRVU9zIa3PYbuOx/x7UyTT59gZVBGfujArpPJUBT27/KaUwxsQflI/3qpUBe2OVj0iT7zxnk+gI/WkGgNMxLHAJ6bRXW7MDAU/gwpFQgkbW57YU1SooXtmefar4UaEmdI9ydwF5rBliyCijZngr6n3r1uWFXXDJwPWP/CuR8Q6CoLXFuyjPLLyM05RtqVCpfRnH2c3kTGNzhc5AJx9a65bwXFopfYZFwFLEYA9a464BSQEYDA8Z9RWppVzK3Co5A6MqDlT15P5CuWtC/vI64vSxrsBIxDMp3ex/A+9I8XlrlwfLPU+XjjsR6k1oW0ZZC6u5J7KASFxz8x6YFEkQdvkA8zHy4zI3PYnoMCpUNCHLUytjAneABjoW4+uB6VMvEZwGwMcDCAj+Hnr70roAwweMfKM5OPQ4oAw6nAB7E9j6VNirkYCgn7rY4yM/MPXP1pZk37ZQfmIwx5+b1NWYoi+BGWz0XA6e2TwOKNgBYLjkZxuLN9CRxzRZ2FzalVDtwOoBHDHG704H51J9xeAxUDnaAgZR7nnJNRkOkmFLKeoI4wT15+lOAXgqo7EDaWI7Ac0hijhvl2s/TcFLk568njgf5708HeN2flHOHft2XA/Ojy9wBYEqTgKzZPuQB64p+/bIV2jfjIVeARjt71DdhoEAVQNoBA4XoT7nB/SmS4/1khAXkkt09M+1NlkjtY2klb5QRg55z9O5rn7/UHu2JI2RLztHf3PqaunTcxk2o6q91vjgJWP+Ju7fT2rnrrUBZAKuGY9AO1RX2qImYojl+hI7VTt9MluJxJJIYw55Zz+p9BXpU6UYLUi/YSNpru5MsrELj5iB0HoK6K1s5L8ASDybKIZweM47/56VDFZwCBUQHapIMmMFvoOwrQknLWCJKGSNRhVThm+vYCtbx3kQ29oi6hfeRZQ29sq7DkrjI3L2HsPfvWfpFtcatqUdsqsQMmaaNcrEvcemPerlnp91q08cjpi2Jxkv5e8DPCZ7DHOOtdxb6fb21gLWcptaJRLAn7qIITjeRjc3OB+la0KTlrIxq1FDSO5cs7GPRYYIIEhgSQAFAwUuehXjLHjnIrQR2hmZdkjRqMoc/NnH3do9Bjqe9RRutumX8hVRFV124IHQHHXH1x0NQtKwLkqvkISJAqgsT1WUtnbjHOCCeld6VtEcW+5LuR4JGgkSR8KyMoygODgg8KAcHv1pwkkcEC3GCMsiArk9CpPC+vOSDzUEomWfYCgVGARpMg7z2AIwFYADIHXNWPs0ZzKzMrMo3Sg4baM4PPcEnt3oEPBh80IMybuDtXOUzjJPtyMcmqd5Y4lkMUptjJgkRHaWI4DMcEsPugjtir7Qh9oLbSjAbtzAnHf/PWnbAyOzCPeCwi8xAMZ7EenT60wuZNomqw3DbtRkcdCHK4PqQMcL9Tmr82pT2gQ3UIkiP3pYFJx9VqGeeOCAzXEkcIjXcW3fdwMkZ+mf8K4vUPiYtxbPb6JZM9wcorSj5Qo74zz9KPa8u7NIQlPZHpSTrPCJI3DoR1B6+/1rNum2Nnv7V4/aeJfFGl3H2n7SHRvvx+XmNj6kdj9MVswfEi8m80S6dASmPuyEZ4rqo4qna7ZqsPNM7t51EbFsD8K4rxawk0WeM8b2VR785/pWfc+O7mbIhslRjwCzk/yxXOPfXup3DTXkrOQCo4wBn0FViMbTVNxg7tnTSotO7N2e64DDgngDqcUI4jhJJ6dT71ki4Z5fQDgZqS6k3qsfRep96+fcUlqddKnKpLlitSSJkZjNJyAeB6+3+NULm5e4vMIdzYxn1J61Xu7mRv3SsQvovel06EiYMc/L2pN31PocLhlRWu5YW2ZeXJLdqdtkA4atAKkic4B96YIgy5GDnpig1clc6/4e3LpBcRZAZJg/LHBUjB6fSvSTcRvsCkFjXg8ck9hcrJDI0bA9VOK9V8O6odR01Lhy4cnBzIeT7Vk24yPmszwfLL2i2ZuBzHLKgcAthv6H+VV5Y28wnOMdB81KWjkmUk5XYc4bcDjHFB2p8rAD2AI4qZs8qOgA4Kk7v8Avo1ej5Vcjb+dUIk3yHk464y1XgAoJ3Eemc1pT7kzFduCM/kxquVIYfMM+5BqYA78Kw9/mx/MU4KWxklux4U02rk3sQudq8g8+wwKeuFj3BQPfBFEtuMjAIGf7vSkZhGoXdwDzjilqtx77FSZC5LFBnt8oP8AWqpvWiYq4BAHGAy5/nVt0UBlIODx2xWNexkMXSNseyfpkGsJSaNopM1oL5HyFZev/PSrJlZhuG7PbkNXKpcSp1dgM4wSf6itK2uFfAZlLHpyhxRCrccqdjVMiEEMSW74XH8qhW+Xdsyq/Ukf0qOUoq7FAY9TiPP8jWdJIsbkDdn1DOP8aqU2iVBM1xfo7Y38HoQ4xUn2kYODIR9AawDcMxI3/MDgbm/xFQ/acuF6hTx92o9syvZI6FrlTnIYHtmM5/Sm/a4w2C2PQEkE1hrKUUyLwei/L+vBqGS7kCnqenIDf41PtWP2SOkF/GoAMnPoJMVDNqQUkKScd+G4/OucOoNsxIWOOOWJx+YqBrvLDeQR04AJ/lQ6zGqSOnXUhjjn6R//AF6BfpjIXj1MZrkWu2VyPkx77f5UfbAH5I59cc/rS9qyvZI6qW9EyArkY7DcMfkKz31GV5QmSqg93PP5is5JyjDadw7Y6fzqYEyYYAg9uG/xpObYKCRneI9OjZBc2xDOPvgEn+lc/pusPpkzZVGjJyQQCc44PNdXNNvBhYsfU5b/ABrk9Y014T50Kkp14BwtXFqXus0jorM7O0vre5h3RHzIxz3bbg++ByatSHzEdZeSfv4O5QerFQvGAMDrXmFhqM2n3IkBBAIyPp6Aiu9sdQiv7dOQ4xwcM/Axn0AyTyKiUHD0BrqiWUHkupRjgkfKvJ6YA9qjCltwAz/e2j9c+9W0Q5wpKvnbhURfmPLDJPQCoTGPMyhTb1VS5cj0BwOtZtMFIcFwSJShb7p3MWI9SAPypZixIL/Lzkq2FHPTCj0FKoKqAC3l4PJIjBUfeHryeKTBx8mcf3oxgAnkgsfQVVrCK0qZ5wSMcHaeV9aRUbI3gl2+6D0Ppn0wKsmL5GHljzCdyqSSQvTqe3eonVmH7rgyfec9/wAe1c83Z2NEM34OEG4kYPHT1H0qvdXkdomeHc/dxzkf0qG7vUtk8tcvLjBOefbP61z93dhEeeZuc5JNaUqDm9QbLF5eGYmW4kGFB47KPauanv59TlMVmCIVODIe/wBKleGfVn3XDGK16LHnBb6n+lWAqQHyYo+FHJBwF+v+H516UVGCstyNX6Edjo6q6MDuYjcHYcAZ7D+ta6OrRBI1JjDEZA5kb+f41Xs5IxEQzs65wAzHBx3Y9l9qtjy0t2nmkWOAkjzB99vaNfT9PWrdormm9SW7u0dhqgzPu2JtjxkA/Ip9M9z/AJHNasFmuoMZLkgwJ/yz37S5z9OlNsLdpFSSSAQRAAxK0qlgPUgDqavySSsgjg3gdEUM3HqOAK5KtZuWhSjoaOntHJcKplU3UbboWXLbsDvgDj0Ge1bFq6ucwIkak7Vbdncc4dDjnrnv1rixvhKyDO8H5CT0P4nj2rsLKUXFkjk7SqjzcEEp77uTngZwO9d+BxHMuR7o5MRTs+ZFyC0HkstyRPFnYhl2neuR8pGAOCMdD09anjQRlGIYouQgb5fl6EepI/DrTZhHN8rsysSMbchlPXg+hHpRJeRQwN5rRwRhScysFI98dq72cw5RHDbkSKeeJGjBXC5OM98c+v8AOppNjyOFwNp4KcYz/PmuO1Px5bWtzJbWVlJeupIMhcCMeuCev/1q53UfGmuXF1uguIrOFWGEVAxPGPmJ6+tS6kVoaxoTZ6VcXqW1o73kkVpCq7yxfOAOuD9a5G6+I+nJP5Fnb3F0m/JmRf4cdRuxyTxXAXLvIENzdXFywzzNIW4+nTpQoPkgDgLznHTis3VfQ3jhkviNTX9Yn8U3YmuEMNtHnyrYNkA+p9SeKhgt4rf/AFcYA2ndj1zVeM4CqvOSevrmrz7lwcZDDA59/wCdc1STb1OqMVFWRLKQY9u3Byfx4rNCQC8V/KTZICGGB1B/+vVyUkv8oH3S+O/QVnzNhon7eewb05Ap0+w3uTCGONSywoGBXB29w3X9RUDorpcHG07jk49uP1qe5YG3gIOMgr1+6f8A9YFRLOvlXIAw0hDL7Egf/Xot1LuQ+WDKGchVHT61YS3WQEyE5boM01YHuLgIgyI+m7jJq15MqOYpY8Sx4DMvKkn0rOVm0md+XVIQbT3ZQeyRCdqYz/ETk1JHb+WuAvb86tkYPzZ5oaRCSoPPtRLyPaUmZ8kpgP3eT0/z6CqF3rEsSFY9pZfmLEZ69AKu6hLDChIO+U8Ig5JJ9ayhpFy5fzCF8sbn75Y9B/n0oiu5w4vEKCtHcn0CS41nxAILmRyHiY7VHAxyBivXtDdtO04Rs2VU4xuIx+deZ+FbUab4i0+d/nZpQjkejAg/zr05LV5GZGLLGGxtyRXPinaaaPDrzlJWkydL8tfhdvmZzggqeMHuP8K01EkiDYQN43FCpGP1rLtNKC3i3O8qsLbg2QQ59M9a247eKG5ZtoVC5Lfe6nrz0qFFtanFJpaInhRgnzc8dOcVYIK9Bzj3FKgMiZwCMY6UHAbjg/UiuqKsjmbuxrMwOQzH2DA0xpo+ANoJ6ArjFRXMoVDnORzk5P6isw3YGR5ij6yMD+orOc1HQuELmsbgIoOF4HZqpXF5uyC3HsFNZ7X5kUqpJ9NzKajAeSUbhhPUbawlVbVkbRp23LjXAkyDkevyrn86glgjkXlWPvsH+NSJGB0GQT/s806VBjbtJ99qn8+ajdalehjzRFJCFUjP+yQP51CZ3VTlh7bjnH5irs8GR8qk/WP/AANZrxsCeCM/UfjWb0NFqPS54G1YyPoP5ipxLvjD7cfQH+hqhhclQ4J75YH+lSrvUjC8nphVPH50JjsWnIJJyQ3+0X4P45qF5M/K3Qe5/wAKTaWX5c5B7IePyNQkt052jqfmxSYJD/OBzg7hxwSDTWAk5bbn/gNRMxZiM4/E/wCFTQyRggOc/iDn8xSGRNC4JUISSOvT8eDUaxygZbcAfTd/OtFlDf8ALMZPIICGoHhYN9zH0Axg/Q07BcpFGRjgkZ65Lf4VIFAwZOccAE4A/Spkt9pwyEAeinj9aeUBTCqSe/DUBcpuTuzlfXqv9RmnJJsTduUrjjhaVoy4ZizD3+aqrb93Vto7Ek/0oGStIrD5AM+vH+NK37xCGVScdMf/AF6jCEjknDdMH/61SqjxvghcH3Bx9QBn9KFoOxz2o6FKSZrdG2k5K4IxVLTNQk0u42zFTDuBYMWIU+uK7g2uCCygoeRuwB/Pn9Kwdc8PxyDzYgyTZwybdqn6c5/Wto1U1yy2CKOhsrhLmJVwAdmM7EUFerdec9hV3zi+CG3MTkKHY84wowoAyBXBaJfraXgteQg5VggJODkjnpXbI8k0ZK7ieQwMpJDHqePas5LldmKUSbCpllQ7OuVi52jgHLHuf89qe6bVErgtIQTljuwTzk9qhQhZNyBFXH3wp6ewP86WV5XQqr7VUZZ8kg/j36dKyc76AokQZzLshyedxcc+5/Cs7U9QS2L29rkqw3Fj0qPUdVXabe23KO7cfpWBeXwjgMMf7yccquf4Sf6H+da06Dlqxt2GXt6ltGS5LSN0APJNUobaW8uklumUDqsZPyr7n1NSJpxtHSa8J8+WUoEALMTxwi1txQIpQiNBIq7cHnaO+T3b9PrXUpWVofeDXVlB41aXy/mTYAzB1xx6rnqD6/lVJ2F2fKhVRCPvMO/PTHetDU44JJFDEtO/GzPLD+g+tW9L0uYSRySRo7dIoFBO4/TsPem6ipRu9xfEVbSxWQh7vIiBwIBy0nu2OgrasdGUXP2y7eOWb/lmqNtSJR0IG3oKvWmmGJWJLyO/JIRwJD3Ax2FaKxsFCkMwx/00Acf/ABIrldSUpczE2rWRXLFhy7g9WOWJB7NwvftUDxDy2Dx4JOGynQ9uWPfvVyRXK/xMSMlnV/mH97BP5VBIoQbdoUqOeEB2/iScms2CKqjZuI4z97aQPx+UdBWlYXU0DvIYpHGwhlJbnI4OT3JxVVI2lfaPnPG1QzNuHpxgYFaaW6pGoCdcsrMijPqx3Ht2p05uEuZdBTSaszn7/wAeXBQJY6W8EikLI1023GO20c9R3rlNRv59WuftV/IJpif+Ar7KOwrf8T6WYsXsMZETYEwGMf7LnnqT1rlwPLkwQOvNezCr7WPMTCEY7Imjl3biiKo4xgcYFI/zBtwHJ4/CmxYUbTnqM/T/ABp4dSMlSQeR+Jo6mpDcDhQB90buaY4YMyqT0BqW5YGeT0CjH1pjsgDgfeOP5iqRJLbA+YAwB5/rVzzDhQDgc81UjIXdxwG5zxirkaLs+TLIQeD1rKau7lpjZHzKhxwQfxyKozgmxuGA43lufUYP9KvAbvKJwu1ePriq7rviljzt3SOCfTpThoEiO8b9yZBg5IkHuDn/AAqbw9p32+8laX/UIAP95uw/Lms3LvabecR7Vb27Vt+E7tUnuLNhyVWZffHB/pXoYKEZVVGWxDb6EtpGLCya42/PkKi+rGrMESqRbk7sDzJm9SaDIs8jTL/x7wZCZ/ib1/Omzh4oRAMedN88p9B6V4+71NNjI1YXZLPbKArH5cdcVWbSL5RDbTyv5j/O43ZwPTiuhtIkmuDJIcQ24yxz1P8A9aneaNlxfyqdzfdU9QOw+v8AjTb1sdDxVRqzexiraQW93vxiO2G5mPVnPQVOFRIgrgFz+9cdfmPQfl/OmzErtRyOMyy47segp8isyIkY/eyHoPXvWqVkjBycndktkqwxSXsi9SI4x755xXqRslnuBLHlPMGW4IzXl1+5Fzb2Sn5LdQz4/vY/z+dekaFq8N9avE2EkiPQ55B6detYzSbTfU56zdro05owY9udygdDyfb8asJv2fKAQACMg8VlXqyJukTJJI6qGyPw5rQguUWK3DMil06OT/KkmnKxyuLsXRxnAH4KaiL4Vueh7E/yqKO6SSZowrfLgE5xn8KbNKTvHzHI6sCRWjkrXI5dTNvZWJbBAxyMKwJ9qxppm3/LuXuPmbH61qTxln57+zVSliK9+/Jyw/nXBO7Z1xskNWTcpYuMt1G8f1FWY3AABf0z92qcZIbAYnHO3eP6inebhsDBC+6kmpKsaUXPz8kA9PlFJKM4O0bj/srVZXbHIyPTarYqZAG4Ibg9PLH+NUndWJtqI6Ngbowuf+mQ/wAazpoGHJQjHP3WFaxgHQKfr5Q/xqN4kB+YYGOpjYZ/Km4gnYxSuHGQceu4/wBRUyIux8kHnuVP+FW3Ea7lz1PTzGH8xUWz5/n+dev3lNTYq5WdQsfEYAPfy/8AA1UkBICqdue+0/41fkV2HEJI9o1/oahW0LNnyzg/9M+v4ZpFIoqWXAbd7/eqxE+FDhz16biP5iro0kuM457Axnk/nUMtlNDngqM5wd1JphdMIJmZ8Z4z/s8/nSy4z0HHoENRRsyPgvznHLDn8xVtVIQySEKvUH5f6UAVQgOcJ75KD/GpYk3NsAJLdAE6/rUjwqpGFOGP8W0D9M5p1sqSShl56kkRgLj9T+WKnn6D5dBs9mVO3GBjkYOfyBziqosdgYMnGQBuyv5YOfzFayBWO1+P4SEXJ5GRz1pphjVt52xqoyGkHPvxSlJ3KWhXjtlVREwYbvUlV56Z7VYkhWOZURiwGOFG3I7ipWb5ycFzgE4YAKB7Z/SnfvQeEdUHPlmI4we5weKFFsnmKD2beYCPk43ZI6n3HP8AKoGWBsn77ngLJ8ufc8c/XitFoApYuvIPzDy5F3Ke7YPA9qjZPnwWPo2Xddw9eRwtUoBzHHa7pKyj7Rb7A6n94sUqjf7rn9TUug6iJoBG4DvuwdgBAYd+OxrqJNrNh5NxcbWzMBu9Oq/KtcvqVlLYXJ1C0IZZQVmj81BkjoQOyitJLmXKXGV9GbzKDG88+Y4167v4vbP9awb7VGnAihPlwL6e9Yf/AAkDXSlryYbR93njA7Vjzajd6xcrY6VC7M3BYA5Aq6OFe7Bu25PrXiJbSI29qBJcdBg5C/WpfBTTC4uGvVWS9PzpHIdpKnuT/dHt9MZrV0rwpFp6rJKhmuXORIVddx7hePzatW50KC88t3D+dCcxSLIwZfZTt/PNdM5U+R01s+pld83MMa1la7ZyDJPJ9+c9SP7q/wB1fbqe9SxyWkEptmYM4Hz7eiexNRyyajHamBkRpgM+dCSQ+PTvz/MVSs9JmvWjklDRWytuCF8PKx/iNc8prksnZItJt3ka0eiwpMbkcxtyd3Vj2HPatW1t12tIyZkkOCwCk5HRRz09TUSRllWFnXy0ONqsAX+mR0q2FBGCykfcbYYzn0C8dPeuCk5zfNN3LqWWkRyIf4Y+WOOI+rf3Vw3T1NP8tnPyxEk/dAjPzEdVHzcChYlOQVU5+RtqxnB7Bf6mpfJDA5jXJIUhUTr/AHRz09TXSY3IjBwoVM7uVzEPmPfq3QVFtRCBGwXHzKTsU+5PX8KtNHnjYpy2DiOMDcOw54HrTVUA/eGWbvIijf68D7opMY2NUYgZPsNzsV/2eMcmrYjCj/Vck4wsKj5v7vJ6DvTI45JE3AhuuN0rE5/vdh9KuQ2qu3+jxxs6dcjgf4n3pJ9hMzp7UXcckUsY2tnduiXknr07emK8+1DSn064aGQFgM7Gx94djXqi+QciQO5PTb/D/k1zXitIJdNyzxrPHyiqcsfUf1rbDVXGdr6MaZwIY5CAA9sE96lCllVSDk/yFR7AgL557e1PhLTzxQRsA0h27vTmvaUHLRDUiKUCRyV7ADpTH+YgKcf5Irt9M0rT1Yq1sru3O9xu/wDrVrtotgyDdZ27f9sxXf8A2bNLVoiU+V6nm0bqUbYRktjLD3q3bkExlgQASS2OpI4FdnL4U0udSFg8lj1aJsc/SsV/Ceq28hjihFxETw8ZA+X0KmuWvg6lPzFGrF9SiEBCBTy6k/yNUwrO0iSAF85Ug+uK1G06+tGi+120sJU7QWXg+lZjrzPhiSTgD0rhs4uzNbp7EFvChbUo8YABdV/HP9az5hPYPFqNsCXhOcdmXOCv5GtayYQ6jOG5Vom7e+OP0pGU/Y5E25BIOPbvWsajhO68ioq6NeKKKNxFgeXCNzknvVcs0rS3LZ3O2EB7egFSyoyRLbcM8mXkYDqvr+P9KtWMKPOZJD+6t1zgnq3/ANauV6K4X6kU0f2e1isAcyPl5SPT0/E1BOC8/kZGyEeY3oT2/wAanVi8kl7Ifv5KjPRR0xVCRZEt2PG+4O9yew7CiERX0KsCC4lDMPlB3tnvnoPyrTsQkbT37/6uEbU+vc/0qkqskZ2qS8hAH1q9fKIobfTouvDv/TP41pN30H0Mp5tlpPcuRvlJ6nqTW1YGX+wLDV7Z3MkH+i3qL2I4DH9KxL9lNzHbqoMcQDuP73oPzruPA2nwyaBdtNK227lcunqAAM/1qakLwuZVJWZvRSS3cMLMCTtHWPrn3Bp13PNBZLHFGA2Mhx1OPrUWlTwxxeXuG9Tt+dCp/HHFaHlMzujMcAZGcc89Oa57aaM576mfbyNcQrcMpDHIbKBsflVqCYMgV8Zz2Vh+PNLFbBElV0AUtkHb1/KnRWrqMr0B/vsKSTBtA+GUbCvPXJNVJoMkksucc/Ox/mK1SAqjkg9vmph2gcnJ6g78nNDhcFKxz08JiKsjDJ6AOD/Omqoxg5Pp901qTWxc73ZjntuUn+VVXG0MuDgdyik/nWLjZmqlcrpGVYkKx57qp/rVkNyCEJGf+eYGag8tlJYITxnmMGnJt6bBnHOYz1/OpKLQjBXmMH2EJ/xoeNdgAwrH1DLiq/mKoP3R3wAwppucKcSHHqJCKpySJsx+AXyJRjqB5p4/MU1pHfcFJIAxjKt/Omfag7AZZm/38/zpS4ZgjkBjxtOwk+4xU8yHZkLxruGV5HOPLGP51ZtoFc/6sH22cVCFQZZo8KASDIm3n/dzmplVkQEI2HHAUFVJx27/AJ1POinF2NOJ4YUydm7p8q859OvFQzzoSBs2EnHzMc/l3qE7BbLKZlySMqgABHoT/WpY5Nlo8BiABY/O/Tk9eabqtqxKilqVpLWSWJ2jjd9pO8A7Bn2B5/WqCNlyFZUI4JzzjrnPX/8AVWoZkR2VpGbccsOQuMdTVR3G5SvkhQcDqCPfJHArF6mq0IVizIHJYhh94kDPPtz+lAaFSXEucHsQpz7ev5U5Mby7SKzMSrEXJBb8xwP508vuCbpix5TKzryP9nI4HvTULA5CCRyCQuxgQSUKttBPuevtUse9R828eWRkssZwD6+rVVWLJUbTknZlY0cZ9F9T71YjiZVXMRXH7s4tgdp9ueT71SQmyUx7cq0bEo3O6JCAD3ODy3tQIto2tGF2nDboG4B6FiDyfQU0x5C5gwQNh/0bOw9u/LUoVTgbUj4wQUkGxh3Pq1aEBgKw3bVz8r7vMH0Zv6CmdQcyKCwwd00g/wCBNx+lSb0AILou4buZ3G0juff296BKHziUAsN+Guj1H8TcdfQU9AIXYsDmX745zcfxDu2R09BTG/fnaTv8wc7pUyxHrkcL7VZ8wyY2ynDDeA1yv3h/E3H5CmFfMz85feN43SRncR3J9PagLnDaz4JGpXRazD7Zju5KAbu+AD92tTSvC0GlWwjghMhbkyNAS0hHUA7uB710giEmdqM2/wCYZjjy5HX6LTjAN3ywli43Li3HzkdQMHhav2krWvoNu+hnpaH7wiJzygWJ1z6qMHhR61YSEqNygkEfKFEq7x3Uc/dHrU4g5z5Wd3K7YGBb1UYPAFOC7SSFyD02pIM+qL7VDbEVQNjYByp4X5pBuH91eOlOkbIJMgI+622QjI/urx+tWGwAwLEKOBh5B/wFai87yycvwBjKyv0/urkdfWsnEq4wSAHJk5UbTtm+8vovH5mnCRR9+XOBtO2Ucqf4VyPzNMe4IIyxAX7uJW+7/cXjrUscpz8jnKjjbNwq/wB0ZHLUk0hsUbRwzKABtO1ozhT0C8dfU1IyYDBl6AK+1IzgdgvqTT0LbAQ7RbcqqsVYKPy5PvUkVsJtqxxqXVQQzJgfmOtNSXQl+ZXETb9hQqWBB2xpwPQH19TU0ceZHVTvYqOAAMD09Kk3RIxW4XJAICoOA34VGI2jlLF/KQDCr1JFOMJzlyxVxpX0Q+KRFLpMhPpGFwAe+cVHLdLZnMkuxunlqeSvaql5czw5W2AUdS/8Zz74rnLvUobZz50haU/w85zXUsFUj8asEoyW6L15rlxJmGEeTGMg9Mkf59K5q+1K3tU8yd2kJOBxnJ/rUs7yXh3y/uYsdM4P41S1G6toNPcRxPIWIRSnPzdj+nWrhSV7DuZ8jl0BMewMchMc49/8Ks6ZG0mrQFCdu/P0HU1XdJGgVpFCnA3Aeta/heENqDu3VI8rgccnFe7hoqU4oyt7x1mmwlpjkge9bflbeD2rNt8I2VbDZ6DmtVHHl5bHNe7V1dzKvdu5Fja/0qzE23nNQhge4qRGBrBq+5g0aEbqAN4B7gGud1nwtYXiTz2kbQ3ZQ7ArYQt9Pet2FwOenalkGRnPX3rnqUoz0aFFuLujxqTdDqqeaCjCRo2U9iV7/lSlj5TryQuR9P8AOK1vHH2AXrfZSGuUcPcFWJAYe3rgHNZscYZ2OfvAk/Ug8/rXiV4cjt2PSpSuaYYshuHA3hiPoCOB+Y/WrN6jW2nxWaHEs/8ArPXHU0+zgWWUSEAwwkMR7gHGf5/hUEcj3t3LdP8A6vcVTvkCuRu79P6RXUScbAlvjBxuYgcBR0H+fes8t50/I+QcqByMdBVm7b91I3AknO457RjoPr0/Oq8MZitSzA7uuP51pHRAty3p8G6YzOP3UIJ59f8A9VQJILhprt8YYls9go6Vbu82unR2nCzXByw/n/hVHUQBDDaJuCy5L4/uDk/n0rOPvO429Lmbh3DuUw9wcgY7dj+X869O8GeUnhiWNlBEcpVgRnsOK4AQFroED7gwV7A//W4FaWl69e6XbztZ263KNKrMpycDGBx7kdaupPQwlHm0PQoNNSOUOsxYkc4OM+nHerBw0xiOOmfu5/DFcvZ3fifV9z2tjZWMbdDMzMy+4AIz9K1PDkOsrd3g1i/immUhViiTaqDrkfUGsFaxjKLW7N2JA6jajKCMYx/SgoFXPIHuCKeVVCOABnuO31qG5nWCEthiTwuzJrZ2SMFdvQjkbaOSQPoKRCzNu5A7BgKyRLJLMZJCAV45Q1KlwgkAJUZ7lDXL7TW50ez0LcjHoynJ6Dywazpohtb92CevMPT/AAq633WAAweo2sKglWNfvbR3CqTnGKmb6lQRRaM4B2gf7yGoWOCCqdPQNirsksaooUBXPODkn8v/AK9RyW0ssPmqpMO35gzbQeeoFcsp9EbJdzOklLEqGyx/hTJYenFAEjHaFOP4ssSffgcitCK1iAkEpLMBgImcdOMY6U+GH7PuICAqBnd8xP8AWs7ybL0RWRJJpCB5rHJIJYLgA9wOT+NCqYpRG5DLuG5UQLuz7evrTpWt2HmJISQ3G6QKTmoy7BZMYRg3zGFkYc/XqfpTs2AskaNJ+6j8ofxF+g/AmpxNIxQmOR3PKrGuN3HXPFU5NwUo29grDiSFWOD3Yg/pSrCFBDRhip3ANbMCV9Tg/KvtVKOomWTIxjXyiYuNpcwsfwyOppDIrv8AvDEGx/FKybT7+/tTGZEbdGY1x90hnQkeig9B71KsjAELI3yPkBZ1YLn0B6mrsibjlcMTmQZdd2DdHqP4m/wpwcvkBiSy7/muhgkd29vQUDzY0OFlHltv+by2Az3PqfahhMvIikJRt+Ht1JAP8Tf4UyQJlkDAPIwkTd806c47tkcD2pG8xww/euZU3YzGdxHc+i08RkK2VfKNv+e1HQ/xN/QU3YFJUxklW3jfa43D+82Og6cUXAieBpDkwsfNXg+QuWI7Lg8D396TysncIgd44K27cEdl56+9SFASQkSPzvG62ZS4/otI3loSwaMc5UoJFLDuq+g96B3FPl4LARqSMhtkg2t6Lz196BKAGAkjQj5xi4YBD+PVqA6ISFlUbOQUuHAUei5HWnmRhyrviE7gBMjKoP16mncQodzkq8gK4kUfaFYL6sc9T7Up35YK0oz+9Xc0f4s39BRsIYYRsKd43wo2B/eY/wBKCuxuE3BDvUNaj5gf4m9qdxCfvDuVTL2lUN5fP+039BQVkfokpyfMQNHGd3qW9vajygMbYg/O9c2uN49T6KOKa0Yz8sQcZ3r/AKKRv/XhRTTGJ5BLACFn3/Ov+jjL+vQ8LShAcnygd3K4t2G491XB4FN8pSD8itk5UiBwX9hjtSjauTuRcdCpkUf7q0gF2gtkIDn7pWNxn1ReaOFOQFX0KiQf8AWnABgERo9wGRtkcBB/dHvUiqyqN0hiI+4FmY7PYUnJILEe5RnEqLtHBSV/kH90cdaQpK6grv4PylJyfLB7fU1bhRpISI1LBP8Anq2AD3piSQyFlly4bG0Y4HqPrUOewEcFu0i4i3lo8sAJD8uewJqAMq3ASQ+W33cDrn3p8twtoA8kphHIwDliOwxWe2rDaRbRhJD/AByDP5elJUpT1SKvY1oHFvIZFiDLjBZzjIH6VnXuu2VkzO92WYk4WDngnOM1yms30yMzXV25T7wDNwK5G415HmMVrG87f7AyPzrppYZvToOy3PRLXXbrU7sw2SLbwqcySkZfB9+xNbSNtwc1g+D7WVNDW4uUEUszs5XOfl6Dn8P1rWuJlhJQ8jHIPp/9avoMHh40oXW7OyjTSV+pZZlcbX4PQ/0qu9jbTYLKpI4yRms6a8Zbjbu4PIJ9ATUUd+wIDMMH5jXZa50+zZLqOhW15CUA8tgOHXjn3HcVw9zoN7aSedfXsTSxH5VzhSp9h0Hua9It7hZoCM5IGfrXnnj+2ddRtrl5HW3ePaQWwoYH+oIrnrUE1eOhx4qHLHmS2Ls0KNAFwS3AJYZzx0qhHqs/h+8S4SEzQYImXuF7H8PSrGlzSXenxSsp+6QScjPoaW4gDrhVU7vvgdCPf86xpTdOaa3OJvqjo9K8SWOqjNtOrsOSu7DD8Otbq3ClQA3OM4BrxO+0WeymW4sXbaDkbCQyH2rr/CviaS+ItblgbtBkE8eaP8a9uhio1XyyVmPlUzvftADFeSTzmrEN0rgjp0FUExLggfMBjPr61HAs6liPmXqK6JQRk6aNlbjy2UH15zWX4k8RDSdLYRnfdz5SEdwf734VZK7IpJHJ2RrkmuHvDPcXzX1ztdwxVUxkRqMYA/M8152MqqlGy3Y4U03czmiwZ45XMjy8sx/vHr/OnW7Ewwu2F3Rjr3xn/CrJhWOTcBkDIPrnAOf0qGKMKEQ4Yec6Htxnj+deG9UdEdzpW/c6O8ONssw3H1AyB/L+dVSFSFLdTgbfmPbaOtWHkWaS7udwEKLtUkdgef1rLnlDQEDl7j36J/n+dc0ItgRyOZ5PNUfLIcL/ALo/xP8ASrNnF9pu0BOI4sOc+o6frVeGN1Te5BI4AA+6BV2BTZ6c02B5twcID2H+c1VR6WRXQjkYXOoSzscpGfLTn86xJr559TuLiJlCKoRd4zkD/wCvV68mFpZMiH53+ReO57n8MmsWKILa8KAXPGe1bUoJRuTJ62J49VmSNkCAs/Bcnkk9f61u+DXi1DWZrA/I8lsxXPPKkHH5ZrnIoV3HgHAzyK2fBCqniiynyoLSMvPptIqqkIuDM5XWx2tgL3TrxozK4VcAop/oa7NQu9JVTa7rtPqR2zVGXybll3YJxg+gp6Sx2wy7qAntyK4YNRW5zTvLpqTyzJGGYkYXk4YiuduNct7yRo1wzrwTuII9qqatrq3N01skh2Bs7UBL/Uj/AOvVJVEUmYQAP+mZw3vz0rmrYi7sjelQsryNMPuBbeig9yxANPJwokCZOcfMxXPfj1qCzAk3EShWyDu3fMatRbVkEijzdpOS56jt/Wubne5q4olFw8pC53vuwQDtHTjI70txbvDtjMgUFS21OOahaZZJgrzKC+PkGMYHTk4pfOy648tkL4BEoLsfqe1N3luK1tixIY3jh2QCEBs72I6j9ahEsQUxmVioGSHYgZz6daagYSeZtcneVLJcA/guf51IvmIowbgCKTAKyKwXPYerU1BvVivYh8/JwZLcZXGCSAo9+OT7UoVNoChCJEJ2rdY5H8TZ/lT/AN6n/P0ghk/iVHC57+7UkiOFbes37qTOJIFbg92Pc+1VFWE2VmaaUkk3Dbk4yUYtj3PRahaF5irLE5MiYGLZSSfRQP51L5QUsXjBZX3HdakZB7tjoPQU7y0jyAqZDAj9y6ll/otG5V7FVbQblYxoqsNvNu+Fb2x1NSDyhgExAsMMC7qAfVj/AEqcmNQSjxfI2VKSOhI9FB6fWlkDKGCyY8tgV23QZVz7EcmnYLkcblggEjkuChC3ILN6dfuipY1kkEe7zSMGPcIUfn0XHX60x4pMSKIpmz+8ClEfI9WPYe1Rl1U5IjG45DmNoyfZQOMe9MRZCINu9IU+XaS1qcKfw6tSJ5QwB9mGV5DBxt/2m9/QUxG2L8sqZT5gUuThfoD1arGZAWCGVcYkANwpC/7Tep9qLi1Iv3b7c/Z+RyGd+v8Aeb/ClHksUINvhsqd0rDJ/vN7eg9qmbzWDhftJziVVZkJPqzf0FOImdWVRdN5g8xQ2zLkdz6D2pMLkKunykujhiVYC5YF/r6LQr5APmM3PlnZdct/srnoPepikshP/H23nLnPlod5HYei0wl5CWfzRuG0sLZTz/dX9OadhAA6AEtKNhKMVdHCg9l9T700xsNu+NgU4Ia3DBAe5I6k80jKobLqiHG1t1qcR/l1amjy8KMW65BG196Y/wBpvegYbVG0bI+D91oXUt/tNjt7UL5IUf6hhnBBLgye59AKVWUgYZWEnBAuSC59TnoP8Kl3vguWuGUjEhSdTvx2HtRdLcGRZjVG3PE2HAOHf97/AIKKQGH5vnhcg9Q0h8wf3R6CrLCUxh5J5I224O5hjb6ADmpHSRBGqow6bHkwcHHT2qXLsCKywyB8qQAesiSsMD0Ge1PCrEylWmKYIXDkqv41O5iMCyeY0k4x8uSc+uR+dRT3YtLZ4pJI4osZGSNxU+1Du9ATJlhka3lcSLDt7fT1psMkKo/+jtJvGQT246c1z914ktYSfs8TTScfO/A/KsS81m8vB++n2Rn+FOFq40no3p+I+Vs6qfVLS0IWW5G7aBsi55Hr2B96zptYmYstsiwL2OefzrjnvYvMKQq0z56KMgVDPe3k2I57gQq3Hlwjc7D69P511UsOuwSNTUdWtLQ5mn3yk8qpy2azpdU1CdBsX7PE33Xk4JH061ZsdAvZmDxWyWqnrLcNmRhx269/atmDQNNhYfaGub+QNhvMOyM89gOSK7I0WR7SKPPL+eNois7S3Tk5AfhR+FUkN7LGI4E8pfSNOR+ddprFpomkyPdSxxs8hLRxls7R6Ae1cZqHiIrJ+5XYo6KOAP8AP4VpGL2SK9pE9tskS00m1t0BISFFy30FVrhgVJwTtH6dDWB4E8RDXtBWGVs3dofLcHuv8J/Lj8K6JgCcgc+terDWKserQtKHMjHvYC5jKqWddw/3u9Zxjlico4KsCOCK17ycW17Z8/L5mG+hBH9avmOKRzlB97HPoK0SOjmaRj2E7pKPmz7Va1jSLfXYEtphuj3iRSuMoahvYEgvRsXhhnFXm1KGysjLMQiIuT/ID8TSdrO4qiTjcwVt5rPzLW5fe0bbN+PvDt/SqzBQ24vtDAgn8v8ACrksrzs8zkszktweOnT6VQILyPEeOo/U8V5nV2PDnvoCwxydV2shzn8eP61nXug5uEnsmEV0rZDp0yD/AJ5rW2kEYBVSBgj16VO+Fd2HTdwc8UuZp3Qoiab4kKx/Z9XVrS4xgy4/dv8AQ9BWnJrdhCu5r6ADttkz9AAKySoaNQwB6E55GPXH51Slht1YFYYwzcZKj5WGOf616VPMqiVmrsq66mwdcOoRhbcy+SWJLMuA2P6VXuJAIsnnGM0RHfDFgYXJGB0H/wBY0Sxg79pPOM9unSvMxFWVapzzK6aEUgbOQSwXdnkd6rW6g3cu8Y5WVPTBFWpFGDGH2jaTjvxiq27E5dT/AKxCB26EH/GskugdTWmjR4hYpgR+Xucn0BFUC672ccs3yoOwA6VNJKWtLm5UEG5ZYwe4QZP9M1Wt9xRpZMcngnt7Vmk0hrVk0cbXVzFbq2Mfex6DrVm+kD3hVeIrUbev8X/6ql05fJt57yQAH7qjufT9ayr92gsDyWkbP/AmNZr3p+hZmTyvdztIThQ3lxj36k/linzptCQrjk4+lEMAEqopykSDv/EfvGpJMOSUIJJwB/P+Yrr8jLcYyLDYHnlzt6VpeF4hBr9jFkK6hnGemdpOKoSOhvIrZckRLufnnNRm6ez1aCZRgxsHPGcKev6VFRNwaXmDPUVvLFt6vduxzlVBIIOOcVmS3yb2Ds7RAnnpk9iaxdSjngkGCTGzYYOpx7H61oWlo11DHPmTJO0lVDD8upr59RbVrGtktblk2VuwACuXPXAIA568dO1SlxFAsLMo28blG7H44qWSLCMZXVgCARJEy5GP0FVlDGOZFYBQf+WcmFA9ganlYr3HRzYLFBEQCNwZ+TzxgGr2SCWVZBsYY2zKQv4dz7VWELhmBFwxMe7GVfIHr6CrCqoTBK5aPjdakdOyj+tbRgRJkkizhZlJuPlYMQQjfix/pTHRt8hZJC2A2Gthlh746D2pv7rH/LqAU/uOACP5mkQRnGfs4DoQ2ZXGP971PtVMkkLby/3SXXIxa4J9h6Cj92WfIgIZAVIt2HPouP50LtJj5Uh1w3+lEE+59B7U+J3DRMrS8kx5S5GSPQZ6CjzEMcRZJH2VcpxgPhSOw9Wpf3RLAm2AK55kfCkfzapVMihNv2shGKZR1YAei+p96cGmjCk/al8p9o4QhAe3u1HUCtmNyQGiXcm7m5bgjufU+1OHzkBdzGVPui85JHdvb2p4EkagnzwYpOS0KkLn19WNI0TLujZJMo+7bJbDGD3Yj+VJajY9BO+1t12TKm3KujF8dl9BSkF1jZhJgAoWa2Vgh9Bjqfeq58hC2fs5AYEMY2jZvYegqYCM+Zt+zLswwKXJAQeg96fkIrMkQIDxxDGQUaF0x7sRTIW/eDa5JbKny58M3sAegqxMhLsqbhuG8ILsED3bPf2qB5Hf73nYdchpIVcvj0x0FS2UicCQYDGUBSVYmJJFQexHU0AKjDcseVzlXtTwP7zVCzREgg2w+XORvQIf6mpY3VvlQrh1yF+18Ej+Js/Si4mPDRjaNtuxDfxRMpf3Pt7Un7ogEfZnw/8AzzcGQf0XpT4vMkx/rX835T/pK5cjp9BUq+YMM32rDjy3ZZVO/wBFX0H+FUhMgZYlD/PbEA/eAcbv9lfamgxDcS1sCOhDuAg9B71OjTNIqk3QdBtb51wq+g/xp20wyZaeZlQZRVOcfjjr70m0tgsyBSoPyeUTjcqrcNhPc+pp6JIysN0yITnLyg7j6nI/SrCRu7usKhMgHdjLc+9QKUjucSbnZidwX274qJSa16DQqKM4ldpnckE7QBx7/wCBqVVkh4KpDtHJC53Lnk1G7hN0gZYY8goXwCMDniqF5r9nHudnNzJt2jbwKai3sPc1pEtwym3DybgQ3O4D0P1zVa61KGCJUu5vMdG+5F1z6k1zsmvXN3GygiFc8on9fWsG/wBctLXI375M/dU5rqp4e+r+4m3c6mfXp2+S3CwryPlHJ+prEv8AUoIkP2qZcnsTzXLzazfX8vkwoYgw6RglvTk9v0psvhrU5GjdwCXG7c7ZI56Y/Wu2NJRWotLj7jXGZcW0alQP9ZJwP/r1QS6kvZCAZrpxwVjUqg/HvW3B4atYCJLuR5cDI39PpirDazpWmoUhOQBwsag//qqopLSKG5Bo+lzTTRC9j22uMiKNthJ7A4HT6V0G2z0u1zDHb2YAwzgYJ45+Y81wl94xmdsW6LCAcgn5jn+Vc/d6rfajKS8skrE9WOf/AKwrppxaWphPVndz+Ora38wQxtNIQQGJwPxJ/pXLaj411W6JXzvKjOfli4z+PWqdt4cv7zDyKyIVLAtxkfjWvB4Tto2RblmOCN4HGOfU/Q03OKHGm2czJePcElixY5JY5JNRR6Pd3qtJt8uJRnc3f6f57130Xh+ytRuNuC+eNzZwPT88/lVn7MoBGB8uQSe5/wD1/wAqlVTVU11OK8Kao3hrVjP5bPFIvlyAHnHXI/I16/ZahaajCJ7WZZI24yOqn0I7GvML/Q5YrqIRxkrISVxz/Cf6Yq3okGq6VqBuYLeRoto82MnbuXHv3ralieSVpbHo4eUYK3Q6/Vk8zU44gwyMEj29aelw80eZXdSMgr6nOKkDw3oFw0bCZQVZNwyvscfzpWkBJCKF3HtyRXpr3kmtj046xViBPMdl8wszAY+grm9cu5tT1E6dbtmCFvmcHhm6ZPsOg/Guhvr5LZUsINxvrnhCOAmQeTWba6bHbxGFBk78sx6n3NcOKq3fJH5nHi66iuVFq3BitgihjgbSCDzioChyzrzuOcevXk96uBW8piGYfKSD/X8Kq7F2MOAwwVOfY9P8965Y3PIdmPVSyluufmx6H0FORSySBQV3DduPOeP/AK1KvyjL53bgfof8ipXUIhPU7SM4/wA+tHkIhLL5TsoBwOAe/FVpVDmNVPOcYJ5PAq3wE5HbB56+lVipLxu44EmcgZFHUCwiKsI2n5h1B44yO1TEGNpAFBIQbe9JDE0kgUrtO3jj6k1KQD1HJyDz71i1ZmiehWZWCojnC4HQep//AF1UcKfJkRc7JBnHYHj/AAqyZWAjc56ccdev+FQz/LExiyNvOTzyCDVJaiHTsJ1VF/1Sbgnv2oVMNHCMlmOBUsSLDaIMfxE89+n9adpUI86e+nPyxA4A/wA9axlKyduha0VyzeKokgsgcrEu98evYf1rFvJBNeu2S0dqM9erdvy61ennS1s5LyQnzJMsSTznsKyZs29rDCTmeVt7se3GeaKMbahIUjyrXOSHk+Y47Z6CnxIoAb5cRpkk8c/07mlmVUCgnOwAt/SortjDaxoBmSV9zMPTsK6FqTsJap5aPdON5diMe3/16ppmRpieMjYMdea0bkstmvOMDaoUYx71VZDHEi5xwST1zRvclnW2ciXWi2k7sBuQK3ysuCPlPP1HWrOmtFHIybkY+Z05BwfR6zvCTi+8PXVqzZeCfIBl5w3I4+ualNvcWN3Krb1MhG1W6kY546GvDqw5KkkWndHSzY+Z4mygxhUuN2OSM89arbXNy4xKc46xq5GR7d6sg+dGCyyYAYfNagdgRjFU2ZBdLjygGGBt3Ip/H+dZSEh6og8vesSqAQ2+JlUH3I6mrEJVjFsYFiCvyXOCR9D90UyM4UbG5jfAMdxk/RVNPkk2b1KSAK+4rLErD6sw/lVx0ROrJ4QxSMqZzhimUmVuPRf8aVRMkYBFyPKlxwEYLn+ZqqZY38xiICSwPMDKxHt6CpS0BEuPsYyAQRuGP90dz707oVh8nmIHVvOGx937yAHGe7Hv9KjlCnzOnJDgNakFx746LSjyzvUeQoKhv+Pk4B9T6mnhfMKAK58xOR9q6n1b29qkZWcxKZMeQd2CrCJgT7KP60plg3P/AMeg+QMMM2FPt6mpljdzExFyd4KfLMCW+noKiDSKsT/6QNpMWQqkD2X1PvSYyRWhbdj7KpZNwzM2EP8AVqdiOQqQkZ8xPui7IOR/ExNRwtIFQZuB5TkH90pCg/zap2jkSMxlJsq+4I9sDx6uRTi7iegKZWKOGuisg2FlZX3eyjrikV2/d7y6+WSpzahhH/iaiPlZYkwddwbyWRm9lA7e9P8AkJba1vHxuUC4ban+JpsQqxFduVBaNuVe14A/vMe9U54kRjJujU7shtrRPIPbsBWjgkfLGzq4Hy/aGPzerUk6SJGztPIrkYctJuyPT2qG1YpXKMTOUKq8hMfI2zK6Rj8epqVnKHaQ4+bKiaBcvn+8fT2oa1R2RUj3ELuDABcD696kVzGyxyYjRiCcHdkEdeajn00K0HmFt5D+SFc5YtCFP0A7CpfKjWVSIUJIOPk2qfpxTLhYfMwpaT5SeDnB7VLPdBYVMjpDtw3Dck/Snq20T2JDHus/OaXbxkKo4PsaSO6S3LbIVVGPDO2P51jT6zDHuFvFufPEjf4Vl3N9NcEmSU4JJxnpW8KU9HsFr6M2pdSggCgyOzIMYX5axpvEkrL5dvGsQ6E9f51iXesWtpnfKCewBzmsGTV7m+uSllA2W74zW8MLbUq66nQ3d88p3XE7sB6sayZtbiRxFApmkPAVPWlg8PXt4pN9c+WG5+U5arcek6VpYV5QpZcEeY3p1xXRGnFPuJy7GVGmrajPtQmNdvKRnJ9s1qad4OTcZLuQjKk4zk4P0qSfxnZ2ieXZ2RkODkcKq/j3rldR8Vateuw8/wAhCNpWDjI9z3rvjTS2OdykzvUm0TQhHvmjjKhgwHLHmsPWfHEcrrFplqHK5G+UY/SuAmvEiO6RyWPpyxqxZNe3cghtLTcz9Bjcx/AVbjG3vEWd9C/d6neXbA3E7MB0QcKP8aq2tlfarP5FrEWx1OOB9fSut0vwTeFBNqsgQdoEPzfie1djZ2VtZW628MYjQZAAGD/+uplKy0RVkcLZ+AdsQm1C5+YnPlp6fXpW9aaDp9hKgigQMp5ZuT8oyf1OK27nknacKW2rz0A6nH1/pVN93mbHOX4Bx6scn9MVzuTfU0iisMhGjZcfKkfPu2cfzqJjh2U9QvHfkn/69X32hi2Ml2aQE8ADAAFVuhQEnDN8xHTv+vFQjVIYm9sgsSRxyf4j/wDrP5UsSB2RcYH3m7cen5fzp6QNJ8wIAYk/nn+WT+dEihVd1Xap4x+v9KLiuUlTfqcW91AWUDjp0J4+lXF2skSSf3X9yQCaqphbu0YkcSZbHXnOBVxgd1vJ1XY+OehwOK27C1K1zZfapLUK0iOcYmjO0jPb3HtTJI9T0rZK8/mxh+SeQR7+lauDH9hJGThST+daMqhw6MFKnJbPQ0pylpyuxrTxE4aJ6GFABcwC+aJRNcFXyOwHGAfp/OnEYc7wQWPGOuP6VZg2NAIvuiNiMBeMdsVJcRIWHThdxx9K0V09TKc3KV2VmJWJ2yMgHHr1HFVWjXD9NoHHH8/1qyu47VKhUPKnPWoUUGOTkHB28d+KewhEzvBfoSCM/ShwWQbtzAKckdz/AJFAKhIxkBTyAB70wghQ+OA/btk0xNDpWJhOACc5LA9unFNYFnAJA2vnAGMnp/KnyHahyMkALjrk/wCRVaSfKIi8dfmPU4P8qSGXraQvFEXOGIZc9zSjIYqc8rknHWooY/mGfuZL4+tTT7mUAcEDjHesnuWtiBY2Me52ACZPoOvH9aGVdzROgHBUY7/LSygixLqPnZsf4inhUaRGwM7lIYc/Wi4mQXLN9nijH3mHTOckseKtTxfZbe2sV4Zv3sp9AOg/OorXypLy3mkYCNI93PPc4/xpk1ygE15K2O6qTyB2FcjTbSRqU70/atVitiD5cXzNkdcc/wCH61Skb7Rqo+UN5f3vTNOstzpLduRunJbnqF7Y/Wo7HCNJIuTvbg/yrrirK3Yz3ZcuBjyzgZdgT3zVe5xNfKCvGQowOn1qdpf9IJU42gD5qr2uZdSGQ2FGVHbPpVxdkJol1LJKohx2BzzzUF7GQoC88fkO9TeUJ9RBBwEyzfXtUF45wVUhWc4Hf61Md0hS2NjwHKU1W9twcJLbBwPL3ZKnGfbg9a6XUoFWTMflhAmHES71HqTnkduRXJ+Cty+J4Y1aQ7oZExHgE5Ge/biu11SIz5Ibd8h2+YPKx9D/ABfjXnY2NqpMGRWpXaUwoIZTkXZPBBH9KaWZTG4csVJX74cEeyntTbDLMY2YBpI+FFuFLMDkD3+oqzPDkylix3YfmDqPU46CuCd73NEUrm7YPKHQnuS0IyR7kdBUAuYy5C+UARuG12UZ9h3p1zFGzgfuRuXGd7Afj71XiSRWj27+QR8rhzj6HpSTLsjXhkldmCmcl0yVSYEn/eJq0J5t0TbrnLKVDeWp/BR/WsiJl2p5gjwp2kPEdv4kdTUnnIpGDESD2ZlZh/7KKpSIaNJJGBiYllCkqSbYEL/iaeCBHg7CUfJVrY9PViKoLOCrhGUBCGUrOQF/3Qepq9EzSvJEi3B3LvCC4B59WP8ASqTJaFdYiJAPIb5gw/cMC/8AgtV5khJkGbbsysisM+yj+tXjJIcSu16EkTBYlct6AegqUxzeWjmeSNtmCWxgA9lwOKUmgRQjihLMd1quVyPnbCf4mrW0EBlgVlYAFVnbJPq1WY4zLEY4V8zy+AX+UA/lSKd8nl3EoRDkEHgAjtmknZadRMidZYjvNzLG4GGJkDceg9KVhhEjCySY+4GGAT+FPuFt/NcQLvUqCD23Z7e2KLi9UrGJJIoGGG9ScenahpttAnsx/lNJZtL5ojABO1VGMfWkhlWAs6Qlo2G7OeB7HNZNxrVvAMQq0rckljxn1ArEu9UnmBw5QYx8px/KqVKWj2Glc6Ka+toCvmXaRNktiLnGe3HHase58RWaM3lwSTsRgmQgDPsK5Ce/ihy0sijb1yay7vxZZwgrEpkcDjHT9K2p4Zz6XNGlHdnXXGvX8wKh1iTGMRjFVor+OBX+0zj1+c9K4C58RX90SIFZQeyjJ/SrFpBNOiS6hdxwhic+Y/Pv8vWu+nhGt2ZSqx6HWXPiSDBW1QyN0yeAOarQRajq5B3lYyecnao/xrOS903TwTDA91LjrINqg/1qK58R6lcqAJFgTgBYRjA9MmumNFIzc2b82j6XaWzm8njMyEZBO3ofzPeqsniKws49llCHA6DG0Z/rXMs8ksmXZnf1c7jVaa6t4sh3y+eETlqt0It3ZPtLG1deIdRuA5ExiRucIOn49ayWd5Tud2du5Y5qOzt9V1V9llaOEzy2M/n2FdXo/gSe4cNqd1tQHmOM5J/HoPyNaxp22RDqHMBnlcQwRSTyt0WMZNaVr4F1zUcNO8VjCQSdx3MB+HevSbHTLDSIwltGIuNxZeS3PdutXQg2rsGB15GKu3QnmucVYfDvSrQoZ3mupPV22g/lz+tdhZWlrp6G3t4I4VA6Rrj/AD+tW1tysYIZQ2Tt9f1qvFG8kxG1gFGAT+v0rNqxV7lgEOpZ8nB4BHaq/l/K8rAAj7oPqasvF9wLjbnnIwagaTywWdhtUYA65JrnqtlRRnXQIkEaMdxIQDGe/J/nVOIjM02AGbLjPbnj9KvONkkjAfMB+bngVXmg/d+XkkP8i47gdT+lZ3TNYkSKBEAWztCoQDnnJJNNSNtm5Bg44/8A1fnU8igx/Ko+csxOOvOBTFZmlLY6Hnnj/PSpbNBqYSLAY55zn34/rSzgtEvONxyoB9f/AK1ShEeH74LyMXJ7Y/H3P6VWuM+aACcZ6e3AH44/nSjqxFVEUXEJOSfNA459atSMAIgp+Xy3K4Hr/wDrqsxAubckdZSevTg4/nV513mIJjiLYBgA7iR/9atr7ATOFNxbQrjjaCfTtV+4YBWZSfukHjrVS2gDKGfkq6nP4Ut1KRYSHOMcDPrjNQ37ySJaKtsxa5G8/KTgZ5wKkvX2sAuTGy7SD2yar2G5nJySyvjn0p1+xUKRk4JGMfjXQ5LmsCHnmOMdMLjgVRBCQNwAxbB9hT0uF2qCRgS4x+FQcsu8kYJLfz4pXsXYc8heIkEYVsjP4UkkgdevG/nPrTNwWLDNheOBx+dOyiMQFyC2cCi92Ahy8xj+782SMdAP/wBdJKpG0jGT1HUf5/xpdxKhzk5+ZnPpjgUpcYKkkYGAfwFAmWYULljv7+vap5U2ODnhR0x0zTLaVFiRRkBN65P1zTnUsAGwF29fQ9ayluUhjKxt2QgAIRx7Z/wpYsqFUHLZK469+tNUZD7hk859/SnhCVLDO4EfyosDOdkUFYGmVMiIHjj1wOKrSDz2EXz7S2AA2cDuaxLvx9pE/lLHa3ioigN8i8nn/a9OKrweN9MjmaRre7JwFX5F6d/4vwraNOVtjP29Pa52V4CLIKAQz44AxtWks4iI8BCfLUk4HrXLXfj/AEu4dSsF4BwCCi9P++ueaefiDpIRglvegtjPyLjA9t1Sqc7WtuHt6fc6cbxGXKjKrkg8ZNGm7/IluHxgjp05rlJfH2lyWyxeRe5PL/KuD/49To/H+lR2flCC83nJY+WmMn/gVN0522E69PudXbN/ockmOZD+OKz5yW6tjBx14ziscfEHRxFHGLa+Cpkn5E5P/fVU5fG2lyEnyLvn1Rf/AIqnCnK92iZV4PS52PhtDb6zp7sgJM6jDOVHcde3WvTLrChCdy5UjdJiVT9F6ivDdJ8f6LY6nBcXFreSxRc7PLQ7j7/MK6n/AIXH4ZNwJFs9Xg+U5KRxtk/QvwK4sZQqzmnCJKq0+52VxDtWJhI8IKkLM371AexVRytXLZ2vdNjnAfc8ZDHztvzKSCTnoOOK89T4xeHBKp+w6om0582ONBIf/ImKis/i9oFs06vZ6hJG8xlQtBGWyw+bd+8GeRkfWuV4Otb4SvbwvuegP5gSOQ+fgNjOFbr6eprMuXVQ6EHCvkhosfiWH8q46X4s+HmQothqAHGCIkGMeg38VRk+J2iO7EWV+mfZTk+431j9TxCfwM1Val/Md0JQwk2sowcgrIVx9FNXV8wCQyiZFcDGSrAn3NedL8UNGUfNb6gx9fLQEfiHz/8AqqzH8WNCjXItNRV+vEaEE/8AfdL6nif5GDr0rbnoCoUO8Sb22hSWiGB7A9KliSMAAxxkAAApwSfc9M1wUfxg0BCSbHUjx/zzTH5b6e3xe8NyuGe11VcY+ZIY88ev7zmpWCxT+yxe3pdz1KJHjRBGECyjbvVuQe2R0qdWt3smUqJLg8cjLbq8tj+M3huJRix1Z9vIRo4wuf8AvvNb48W3Op2NvPaKtrHNGrrx820jIyT35q5YWpD4lYmM4z2Z2M919mcvJcx2/mLyJDyTjqKxJvEFjAAsMMk7AYJJwM/rmuUuLpY1Ms8o92Y1gXnjHT4PliLTv0xGP61VPDueyuaWUd2d/da3cygAP5SgcBOMj+tZk15HEN00oUHru4rhLnxRdzRjBS3jxgHPP6daxpbuS5Jx50x65PA/Wu+GFfXQz50tjurvxRZphIW8wnnisW61W/uY3ZWEceMg9B9awYluAcExx5GCFG7+dOmBzlyzkDA3HoPYdK6VQiuhPO2SGNJ8tLdNM56iJSR+fAqH7FErBkj3H/pp/gP8aWCRySOOKlMqoCWYe5JxWsYJCk9Bp8xU8tSUU9k+UfXioViKsCAAfanfbkcYiV5j/sjA/Or2n6Tq2tSYtISV7mMcD6seKuyRFysu2ONndsD/AGjSJOZXEdtby3Dt0GCB/ia7rSPh5ZofO1OYzOP4EbAz7seT+FdZp+l2dhAv2a1ihAPO0c/ievSnclnmVp4L1rUWX7Yfs0Z52P8AJkfQcn8a6fTfBOlWVsssgM0u3+IYXP0/xrpLmTEa7pSCw6BMkHHBqKcugCY27RyQen51a7klOIiOFo1RU6kbFxn8BUyXLMp5ZctwCOCf60xCXx8xGRt3H+VTx2zSseNvbePX2/GjUfqSeR5zhNo3Hnk5rSggWFM8HAxx0JpbeJIgIQCXXhjnIIqw0hY7do9MqM0rW3Fe40hfN2Z5AyQenWiNFaNwoBA7njP49hSyxSAMyyMXPXsfxqWBPLiJlPB7Y6ehpNjI5NsMCoSScdev45rIux83ygbUIPTrjmtGdwUJU/Jt+XI+6aoSAu3OQFAZsd/asJxLgyqSBGJSMyD94Vx0YjCj8BzVcyKh80A4SInLHABPapmlaIZcADyzI+R3Pb8qhRVaNUlBJdfMkGew5P8AQVytNO50RGRybZEU4KxbQcdOPmbr+VJG3lR8jJzuP1PJH8vyqcxLtZsjLICT6lj/AIZqueMSg7m3evHOP0paMofDF5SQhs5WPJPX/PWqtzKWnZg2QxwD/dH+f5VorJhT8pOEU5/M/wAxWRKMlVBByN2c9fT+lVTV3cm5XmkSC6hYKW2sAu44PetXSd11fs7AlUQHn+H2/wA+lc7fy7pk7ksDt9M5rqbZU0/Sss2Wcq0jL34AH6V3UKXNJG+GpupM222tFsHQHjHaue1Y+Qpj2f6xiwIJGcCta1uEuB8rcio9ThS4s3V2CkDCuOxreth1L3luddXD323MXTTmH5jgM4P4Djmi8csgkztIfp606OMwMRghwQR6Hj/9dQXblolXqd4X6d68935zgSs9SJVZhuHIPzYzikl3/ZihVecAe3vU0QVrRgcYI7DHT2qKRN7KgI6DGO2O1K+pQq4kJTBwUPzdqQuWZcbflGTx3/CkRmCyE4wo29B/ntToQqwpuXGevvg00yWRktuAYDbknJH+fWpWjAIXqScDmkeNpEVehD5znoDSygeYu1uBnvRcTLEMTiOQtjBfIH4c1LNu37QeqZJ96QHEES5zuY0xgwCZI6nPNRrcaHxufJlI5K5PH1pUkJRRxkHkioYCFeQY4PXP1qRVxExzwqg89znn+lN+YWPnaiiivTPECiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK7y38V3kelWlraoi+XAke4jc3CgcDpXB12trGi6XbEAAmJTx64FY1YKVrnRh203Yili1HVH3XdzIw7Bz/ACA4qWLS4U5JZsehx/KrEbNxnAHap94JOAuP6VKSOhkCpAh+WJc4xnFNlyzKiDAxkmlluLVM5fL+ic1TklmfaYUMfuxosHMaYQKOOg/iJqrcX9tGu0MJH9EGaLfRNS1DDOJGTruc7U/D/wCsK6jSfBdsjbryUuR/Anyrn3J5/lRzILSZxYubuWT9zEIx/u7j+Vb2l+DtRv5FeaPy1b5i9wf/AGWu6i022t5AttbRxonzMFXk/wBa17chBI0nY9cfT/Cs5Tdi+VIwNM8G6dbSbLlWu5eMAjCfkOv412ieTa26wwIqALgKo2isy0USM0jkZD4A7etXSpZyCSq+vShPQh+ZJLsYKNuMfNy2O3605hkIvUYJYFfYY/pVbe0koU5ILD2qSfliVwF5yw7n0q/IllaYo/G0uUbu3TJ/U+1JNGkp3Z+cAj6ZqKNj9qUkhnzxtU4wAe4/OrHmANuUhQThQvfitL2It1GQssjRny22RHHHGR/SrSfNsAUgnP0HoPampLuZUOGCjJH3gasIqbRhgrcEqeAf84ppgIilVAZkXByoxj9aVC2ARjDMTz2/CrG/ADY2jjk+vt6VDN/pEowyKOM4J4qZMpIlhGA0jEkZwQR/k1FdTmaPYSOcZJO3HP8AhSTzBFVBzg7iARyfpVCafEBHIkbknHSpTuOxNdToV2EsdnHXIY9e1QGQsP3igAHc5x1bsKqyHc3ljAUAElev+TVgDDIrjIJMhHUDHSspvQpIjngd4hFkFiS0je3+eKpsjEtjo4EefYHJq61y0tpLc7QWJAHHXnt+lVxvWN0wRtTZjPG5jnP86533ZvHQkSEvcSPIu0Oc7RwcdAPyzUMhCkI6437s8DJA/wDrn9KsSNJMw/hjUHB/vYwP/iqriPLl/wDWMGIP5/8A16hLuMhuJTFbyYBUbeueenH9axXl+ZjuJG3HPrwOn0rXviiqWYkhM9D6H9aw3QOZGbrkbe3FbU1oBc0XSl1C8JIIjiIds9SAeB+Nbl3nbPHj+HgeoFVvDkzWySM6EmYgcdsE/wCfwq9e/JPvA7ZxXr4aNonr4GFl6mdo043AfxY5B71qXT4jzjIBz71jxWpt9Uh8vmN1YqSP0+tbBiJjyeR1x61u1qdVVpO5RlTd0O5RzxyVqnfI4kV14jJJP5YrY8hUc91H3W7/AENJsCuTtBBGGX1H0rmqUFN36nFVpRqa9TJVB9jUYwSdvFV5Tzx94AZz71sT2PmQP9kH7zOdhOc85ODWTKoadlDcBSME8/556V586Tg/eOGUHF2ZEijzDAWyo61JKXOFH3eRnb6H/CkOAGfAHPpg0Ku7Y5wRu3dOtSlqZscXO+QAZGAB7mkYFEViOGGQR356e3enbSw6HaQeM9DTXADRoPmJwh7gnNCsIsjAEcZ4AdhyOtS+XnYD93G1geajQBrbcf8AWMd+O/BqwAUlU7TjJJIGMcf/AFqhpDTKuMeayA9OvpTtzKTEq9VIyaaBskYFhg9Cc96dFlnLDJyCDntQwPnaiiivSPFCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK7BbwW2l2m+LcPLj+62Ow9qKKiZtR3Gx3U11nylSMDuck0y4jSBMzM8h7DOBRRWR0Pcu6RZPqNx5SGOID0Hau7sPD1lYOsjIJpxg7nHAPHQUUVz1G+Y2SskXHXzpI0YnJAYn61oOAMKOAOelFFU+hUSWMA2rE5ztyT3/zzTZX8lsYyCd5oopdRFy1l/cKSPvHJqzG5eI8nJbJB6daKKpEMntgphec5JHQH1qtfnyI8FRtC5wpxRRWsTMjCbZEYYyqnHHY4qd4ckAkEA7mz34ooqpCQIyrM33uwA7Z9amLbZNzZYMOAfXnrRRR0GtxHP3SeSin8aYkpWEnAoorORaK0shO4t94c5A/z61VdsRFjk49/b/69FFFxkYXfMqZPLjOakkmZ1lK/KxO0EdhRRWU+hUSecCOSKBOERc4xnPf+eaiSYlI+vzRvO3PXrgUUVm9i1sNjkWK0BZc4LKAPbB/mT+dOicEN6k88D1//AFUUVkyipPGFh34BO05zzk+v6frWO8ZVScg5Y5yO+ev6UUVvSEzd02IfYbbGM7Ac/rV65XzYYmHBIINFFe1T2R7OH2iUlbYwP93pVxZjtB7miitWb1VqO3Hbx9KawAVc/dJ7dR9KKKlmHUeqskqoxBbPDjg/jWfqkCRXLkKMzx+ZjsOOR+dFFcWK+A5MTsZccW+HLHIJHGfWlwFslIHzK5XPtRRXCziQ3btijIPLZz+VTOyhoSoIEhBx1x0oooe6DoTqRGACoySV46elAnGzALFtpILYOD0ooqWPoKVAdgeQIlf8f85qER7ZQxOSME+/WiikJH//2Q==", 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