question
stringclasses
5 values
questionId
stringlengths
6
6
question_types
stringclasses
5 values
image
dict
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029884
Women Tops & Tunics
{ "bytes": "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", "path": "029884.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029885
Women Tops & Tunics
{ "bytes": "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", "path": "029885.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029886
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAKqAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDraWilxWogpaMUuKADFLijFOoAbilxS4paQCYoxTsUYoABS4pcUtAhMUoFLSigBMUuKXFLQA3FLilxS0ANxS4paXFADcUYp1GKAExRilpcUAJijFLS0ANxS4pcUUAJilxS0UAJijFLiloAbilxS4ooATFGKWjFACYoxS4oxQAmKMUuKMUXATFGKXFGKQxMUYpcUYoATFGKXFGKAExRilxRigBMUYpcUYoATFGKXFFACYpMU6igBtGKdRQA3FGKdRQA3FGKdRQA3FFOooGNxRilooAzcUuKWlpiExS4paWgBMUuKWlxQAlGKdiigBBS4pcUYoAMUoFKBxS0CEApRSiloATFLilpcUAJijFOxRQAmKMU7FGKAG4oxTsUUAJilxS4oxQAlFOxRigBMUYpaXFADcUtLilxQA2jFPRGkYKilmPQAZqd7KWJC022MYzyck/gKTkluNJvYrYoxUFxdGDGIWcnoSQo/WoE1aEttdHUnoQNw/OoVWHcv2U+xexRTIZ4rhd0TbgODxgipcVomnsRaw3FGKdijFJiG4oxTsUYoAbijFOxRigY3FGKdijFADcUYp2KMUANxRinYoxQA3FGKdijFADcUYpcUYoAbRTsUYoAbijFLg0YoATFGKXFGKAExRilxRigBMUUuKXFAxuKMGl/CjFAGbilxS4paBCYpcUuKXFACYpcUuKUCgBMUuKXFLigBMUYp2KMUAGKUCgClFABiilxSgUAGKMUuKXFACYpcUYpcUCExRinYoxQAgHFGKcBxRigBuKWlxRigBMUYp1GKAEoxS4pcUAJUtvAZ5Nudq9z6VHj/IqvcXxsbclpFjABeV3bHbhB9B1NZVavIvM1p03NnUp9msoCse1ezMepPv7+1ZOoXkUSGWZ44Ru+/OcY+g9fauT1jxtZ6Vpf2tpHETHbEYyPNnP91M9AO56+4rno5pZg3iHXLn7Pa9YLKHMrKo7KO7n+8eB6muZpz1NopROjvvELnzjo9l56xk5urlCsSHHU/wATfQD8RXn2t+JL/CtcaxJtYbvIskX94c4CBhwOep59O1ZXiPxjc6mDa29s8Om4ylrCxEZ5/wCWr8GT3A4+tZlpew20zXl6zz3DA+Vb26YIPTA/u4HA44BOOa0hBLcbm3sdlpOoz6TpkGu6zcSxvey+Rp9gjEtIAcFip7Z4zXodrqLJEftqCHbgMzNwpPYmvLtO88a5beIPEvkzX6LHHpeixNhkPRFK/wDLNR1yeTzXVeIbDUvEKwWUV2Y4Lc7pgvAnm6k/7oPAH402+TVCjD2mjO6orzeLxnqXhzXLHRtZs9tvIgVJgxOe2QT1r0hSGUMpBBGQR3raE1JXRzzg4OzCilxRirIEopcUYoASilxRigBKKXFGKBiUUuKMUAJRS4oxQAmKMUuKMUgG4oxTiKMUANxSU/FJigBtFOooAbRTqKAG0Yp2KMUANxRinYoxQBnYpaWjFMApcUYpcUAGKMUuKXFACUtLS4oATFLS4oxQAAUuKXFKBQAmKXFLijFAABS0uKMUAJilxS4pcUCExScU6jFACUuKUCjFADeKWlxS4oAbRTsUYoASlxS0YoAqX+opptq0xUs5IVADjk/19K868WajO0YluSxhHNvaJybiQH+I9BGhx9T1rS8UeIFsZ9gjSeeaV/JEz7Yo1xt3H24OPXmuG+zz6lqcYMdzqupXibV3SeTAkfct/sBRwOBjk5rzm3Oo5dD0IxUKaS3H6Yura3ePPaX8VzdAAecYS0MWf4QSMdfT8jWrd6Dc2UYn1vVPtV+mNhvX2xICeiwg7356bto9qfrt94p0bS7htIvtPFsijd9ghMcgUcAqGHIHcjk9a8nFzf3F0ZnkeWZzzI5JbP1NdEdVoZzXK/eOzv7+KXVXt1uDdSRk+be3mFjQHskS/wAs/lTZby8gtS4upC5XcWUCJV9y3B+ijp71a8K2FuLN9yIX3bsy8QRYHL+rNWPrN3Hf3nl20slyithTt2oWJxnHU57Cmm+oraXNLwdDJda9G1qHZ9paW8cHdg8Hbnn23Hn6V7PYwpFGqouFFedeHdM8QeG7GSX+zrW6MhDyL52JQMcL7Y9PrXUaT4ysby5WzuIJrG6PSOYcH2BrlqVLs7KMOWOpf8ceH4tf8JXSKo+2WiNc20ndXUZI+hAIql8OPEI1rQEhdszQIOvXb0/Qj9RXaWqrKhVh8pBBz78V4d8OpJND8cyaZLxieS1fB45zj9QK0w8znxMD3D8KPwp2KMV3HAN/Cj8KdijFADfwo/CnYoxQA38KKdijFIY2inYoxQA2inYoxQA2jFOxSYoATFGKXFGKAG4oxTsUmKAExRilxRigBMUYpcUYoAaRRinYoxQA3FGKdijFAGdS0AUuKBgBS0YpcUAFFLilxQITFKBS4pcUAJilxSgUuKAExS0uKXFACAUuKXFKBQAgFLilxS4oAbilpcUuKBCYoxTsUYoAbilpcUuPegBtGKdijFACYoxS4pcUANxQeAT6DNOxTZUZ4ZETl2UhfrjiiWw0ebSNZztHf6kkLJYl95cZLAfNtGR1OR64qPRdUvNdudT1aeARKsEVrbqoAVS7/PtH+6FBPNb174ctbexgtL+Zlwwklhh+eVyR91R0GSBye1cZq+vJ4b8ZwQ3luLaJ7cQTW8LbhbQtggk/xOGwzHvXnU9dD01JJps39a1CzS9t4MPJLAxQ7FGxcjB3HqcDtXB6r4Z8i7SWCR0imJKq/O3jJx7V31/pzXa+baSRGUSC5Mbcx3ByDkP6d6ranANQvyE5WGLbkdNz8n9KuPuu5rVipaHK6sfsPhSGygUh7g7MDqwPJ/HtV/wx4X8mAX0u37YP9SMZSL3x3b3qrrAaXx3odg5PlpF8q9hnP+Fei6fCkcfllOhNTUk3oTThG9zib1/EsH2hwts3l8oVViZPXjPGK1PDMsmsafBc6hAhuEckMF5Az711r2kUgIZVI9xR5EMQAGAMdKz5VLRo1u463K2t3eniG106+vDCkq+cyLL5fmqDgDd6cdBXjuh3KyfEhZ7VGEL36+Up/ubwB+len+PLJb/wZczbXdrAGdVTHIPBJ9h1xXnPwz02W/8AHNpIRlIMzP6AKOP1xW9Kny6HJXqXWp9CEcmkxTsUYrtPPG4op2KMe9AhtFOx70Y96AG0U7HvRj3oAbRTse9GPegBtFOx70Y96AG0U7HvRigY3FGKXFGKAG4op2KMUAMxRTsUYoAbRTsUmKAEoxS4oxSATFGKXFGKAM/FLijFLimMTFLilxS4oAMUuKKXFABilxRilxQIMUUuKXFAAKWjFLigApRQBSgUAFLRilA4oASlxS4oxQAlGKdijFACUYpcUuKAG4pcUuKMUAJS0YpcUAJUdw/l2s0hzhY2b5evAzxU2Kr320afdbxlfJfI9RtNKWw47nDReJ7PSfDzajcqkLspdYgTvkJPygk85PevFtRv5dQ1KfU7lTJPM5kzIeGPbj0HYegrt/EupxiOEi2WaZl2Qh1DfP6gegFc0n9g2SNJrIu7y8UjNrazBUPqGfHy/QZ/CuGitLndWtsWrHV7j7FaWU96WWEiWIW5IEXIPOOoAB46DNeiaG8t1HJLMAJJJWmfb0yegH4YrF0OZNYsHS30y10ywYbXtbVctOvYSSH5iPYYBrqNJtZTdeVBGzswGFUelJy96x1Pl5bo4nxRG0XxD0eVMnai/kGNei275G4DrWRqfhzPiYXtzPE7QwiNY4+djE5OT61rwLhQBWFerrZFUY6NllpsLjIyelUp5Lq2lleO1S73AeWpk24OOVP+NVtUGsW7fadP+ySR7cNDMhyMdww6/Q1RtdV1W5UPLcWcEgPCspCnv1x7d6impNc19TZxTNm1mur7Rbw3tgLMS2s4MTuGyuwjOR2rnfg7axCDUbkcuqxRHjkZBY/yFdS1lN4j8K3ccTS2ktzaNDGWXaysRzkHpnp9DXB/C7VH0vX5dMul8r7SPJdD1SdCcA/XkV2UOZe9PqebiuW7jHoeyUUuKMV3HANxRinEUYoENxRinYoxQA3FGKdijFADcUYp2KMUANxRinYoxQA2ilxRigYmKSnYoxQA2ilxRQAlGKXFGKAExSYp2KSgBCKTFOoxSAbijFOxRigDPxS4opaBhiilxS0ANp4FFLigAxS4opaBAKXFN3gU3zRQBLS4qISCnhwaAH4pRQKUCgAxS0YpcUAJS4pQKWgBMUYoxS4oASinUUAJijFLS0ANpRS0tADazfEUv2fw1qk3PyWkrcf7prTxWN4tkEfhe9UqG81RDtPfcQP5ZqZu0WyoK8kjwTVJmuNDtroMQySPCSPfBrnYLY3N7BaJ96WQDj0716Nr/h+Ww8LzxFV3q5lCqNqxoBx178/jWP4A0f8AtDXpb1lzFart9ix/+tXHSl7rOyceaSO+0XT47G2SJIzgDA3kf0roTctZlrWxkwdv+kXC8FieiL6KPXvUEcS7uB0qQRBcgDryayd+h1JJ6Mqg4OGGOasROoxTHhyc4pgglB+QjPpXHLSR0x1Rophh61DHoaXF2JEymT823vVlNL1GNEbbG2RkqrcitHT4rlZCZIzGo657muqNOTaTRg68YpuMi9HGI4wg6D1715r8RNAWDWtL1jTl2311crC6Jx5jjlW+vGD+FendByax4dP+36wurXYJWAFLGI/wA/ekI/vN29BjuTXpOKceU8jmfNzM1vrjNFOoqyBuKMU6kxQAmKMUuKMUAJijFLiigBMUYpaKBCYoxS0UANxRilxRigY2inUUANxRinUlACYpMU6igBuKMUuKOaAEpPwp1FADfwo/ClxRigChijFLiigYUuKKdQAmKXFFL2oADwKieTHSiR8DFVycmgQ4uTSc0lLQAtPViKYKUdaAJ0l9asqdwqhUschFAF0UtRo+4VJQAtFApaAEpaKBQAd6KO9FABS0UUAFLiiloATFUrxI5Lq1Esu0K25EK53MOhz0GKvVieK5bi20Ka5tY2eWPoqDJIPHH6VlWTcHY0pW51c85+KXiiGK2bRrMqDLhrh+rNg5CD6nkmtXwhoraF4cghmXF1KPNmz2ZucfgMCttvh7pqX9heeUGItxcXM0xLSzScYBB4UDP9KsSDzJTxwDXNy2Sijui03zEMXUmpsUBQM0u0daiSsawdxuBUlrF5t3Gp+7uBNMxmljdY33M2AOc56VzOOqbOhO8WkdTig1U0m4kutGs7ifiWWPJzwT74q4a9mLurnhSi4uwh5GKKKMGmSFFLGrSpvjG9c4yvIz6UFWU4YEH3FACUYoooAMUYoooAMUlLQaAEooooEFFFFABSUtFACUUUUAGKMUUUDDFJS0UAJijFLRigBtFLRQAmKKWjFAGdSikpQKBi0tJS0ALSMcLS4qOU4GKAIHbJpo6UdTRQAtAopQKACnUUooEFApaKAJoWwatjpVBTg1djORQBJRS0UAJS0UtACYoxS0UAGKMVoW+nhgpmJBPRB1/GuWvE17U9W8jRL/AE2LTCWElx/rJ4cdQUOADnP0xSuXCPM7XsbWKK0LDTY0tokluPtcqj5peBu9yBxUF8IUgltbqNQhKvG5G1G2nOM9mGO/WghiQWU1xggbU/vNWlDZw2y7iNzDncf6Cpra4S6gSaPJRwCpPcetPlljiGZHVV9ScUmOxzeq6rZrdtbO+IZV2tIh6OeBmsmbTZLePerCWHnEqDOcdyB0roJm0JmYObUl854Gffmuel+0aXDJbaVd2zwsSyO4zt9VI9Kwb11OuG1kiiGjMWUOc96qm53AsOFH61Yl1RZL1obnRrdtzJh4ZSo2gfNx/Sq0GqWKKog8PvmN34nlyCp6Z9/5Vm1GT3OiLlFbDlllkBEMMkrDHEaFsZOATUs2niFPM1l/s8GcfZ0YNLKf7pA6AjvTZbrUbiJY5LryIjH5Zjt18tdvYZ68dKiSyiEhlYmSRvvO5yxx05NTaKehXvvcvf2g95ciRV8tUULEg/gUDgZ71PNrFzY2kk7QpOIlMhQvtLKOSM9uAapRgR5x0qG/3vZyhcZ2nFaQk0RKEWrMpX3xa0u0aMnQNZiSSNZENwgj3AjORwcj3p2rePzceEp7q202axhvZ0sre9u5NqPvDZdQBuIAHUdyPSuo8KazceI/DsepXa22JZXRYovmVFXC7Wz3yD+FVNV0rT4dTa+hhebW/sc/2QM5cxqF+8qn5UwcAEAc8Cu3lVrnnOcbWtqcv4ev9c8IaXeS67F5pheG2sbOCXclwzAsypj+LGCGPf616jpt/a6np0V5bsJbOZdwcjAX1z/dIIII7EGuT0Hxf4d8rTLEXUMOoT2sVwIp8B3ZlwTuPBckHvmtK/8AC2l6zeNPOkgtpEb7RZxTPFHNIWB3OqkBjgEHPXPNFuxmh9pqCXc8yjyjFuzbywzCRJo+oIPrjqKu4qeawiufsCqFjjspQ6KigDbtK7AOwwf0pk0PkyFeo7H1FSUR4oxS4FGBQAmKTFOwKTFACYoxS0UAJijFLRQAmKKWjigBuKMU6kpAJiilooASkpcUYoASilwKMCgBDSUuBRxQAlFLSUAZ4paSnUxhRRS0AHaoJqsY4qvN1oAhpaBRQAU6kpaAFpRRS0AFLRRQIUdauQ/dqmo5q7EMLQBLRS0UAJS0UtAAFJIA5J6CoNQuL2x0x7mxsTcXfmBYopCF4z8zEHHTnGa1NOhDO8rfdQcH3ryH4i6vrWo699js7K8a2ZQkP2Zt/wA6kqSQvUEHGDSNKSi5pSO1t/HkVpMlpfzxS6jcDMVqEHnbs8I2wshPpg1neJorzUtKmttKtIYJJP3reRdLDc3V2OeOcOqnIOTyenSvNriC38JWrxeUn/CSXAAbC7lsVPGAe8mDkntwKq2ktxNMlnoNsrXaorPqFw+2aAIeXZjxCuc+/wCJrN1NbHoPCLl59keieFr3xdcXSWGu65Ha6kWWa0tLq1VpWRc7mAQjAIyMH616isc9zCD9tYAjDBIlBz365rxe+0s3nhTWtdtY5X1dIkkl1JJnczRZxIi7vmQbRnsSPSr3gPx3f3Omajp96sl1JbWgNsQx82VmOxYye5yRhuv5VcZJnFKm5Rc+x61ZbLO3e3Vy6xN8hJySp5/nkVzevPdT3IkmjZYRwnp+PvUHh2LUrDV1iuLa5ECQLbyPJcLMgbqMEeh4OcHkfWuo1Jk8lg4G0jBVuhrOoOlZSRwjAYxQuAOadMAshCnK54pg5rBI7rjSgaQP3FTbQFwBigLinkdKaVhvUgc54NMG6pmTmm7TmhR1DmEANEgYQyFTztOPyqQDih8BGz6H+VWrIzeqLPhDwhaeHnhvLC5uY4byBWu7N5N8byHnzF/usDkehFcXbeINU034mrZawWt7aeafz2VWP2xdreWVPJKAYAReAc9816He3eqWHh+zn0yziuCtuu9XJ3A44wMjivGdV8WRt46g1WWGRILZxNDG2VEU3HmBfRXOQR2PNdTaSPOjZzce53yS6d4rspbHTfBSTaapW1a8meO2MWORtGC2Bx0r0GNwhXAAAAGB7DFeJad8VE0fSWtdOsmVYnJhtplV12scnMgweOnfNdVpfxOOraHqt9b2kVveafb+f5M5JVxnGQRyQD1444qPaqJf1eaXMz0W3uVnmuYQhWSCTY6kdQRlSD3BH8jXP3fimFvFVpocX2V/NaRN4n3SeYgyV2gcfiexrzbwHc+M9L8cQx3Ed5d2d+zSXTSZ8p06mVS3TBP4jjFR6/4Yu/A3i9fEAtnl0VbozRNBLhm3HPlueoOSeehpOd1dFU6UXLlb9D2OiorO8/tCygvTF5X2iNZfLznbuGcZ/Gpqsxas7CUUtFAhKKMUYoAKKMUYoAQ0UtFIBKKMUUAJRS0UAJSUuKKAEopaKAEpMUuKKAEopaKAM6looFMYtFFLQAdqrzdas1Wm60ARUtAooAWlxSUooAUU4UlLQAUUU5V3GgB0YyauoOKqKpUircZ4oAfRS0UCAUUUq9R9aAL9vdR2zPZtJE04jE3lA4cIeNxHcZ4yK5zxN4k0fwi9xdahcG2l1ABIWhj3Oigcvjvg80ml6xpnjDybxSIdVsZWRo1OJoGU4Zf9qNhjPY/UVU8c6Xd+I9MtbPTI4jerexq+9VLQw/xHn+Hpkjr0pO1gcXc4XXvD+q3PiSTXtJshdI9sLtILhTI/lE7QWT1Y5YAcgDmud0Xw7r2p2urHTtPugzqst2koZEcq+REueWbOTz2Fe166q2Oq6dqUReK5+0x2JUZAnikz+7I9iAwI6c9q5ub4oW0mjSXXk3OmssogNzdgSKj5wfLUcyMPpgd6y5VudUsVVnBQbMbRf+Esms7iLXru5ttNS2mtlgSHbJcSshCoq4y2BzntjrXn+m6je6IkWk2mo/ZoJWjlu7hdpYMqHhGHPG7A/wBqvT77Wzrl9Z/Zl1GGwhm+w28slvvN5NMNjNv/AOWYVc++Sa8v/syGC91eG4a3C2O7y4g3+uIJUhW9Ohz6CqasjXBRjJO7Om8KatdiW+t7FPIg8lAkLS5V2LgeY+eS/v8A4V7VHe2+o2EEzSxr5nyYk+Qs44OM9c4NeLeDdH2XOkavd3tpa2zD93ZrEGmu484YsB2OD8zele73UEWoaL+/sI51K7xbsByOwGehxQ4XQsVWhz+4tTLn0NZ1O1vLfHynHFYdzZT2U3lzptPY9m+hrrNJNsLNorIzRLA5BjuATjPI68454qnrXiHTbDQru+vYmuLWBjG4hQsC47e316VPsrbGUcQ76nOCn4yKy7PxLoWsXUMGmXjLczn5LK4QpJnGcL2b61vW9q7SpEylZGYKFcEYrOzvax1c6te5GlrJIG2RltvXA6VCyAf/AFq7aGO10mzxJIiID88kjBRk+vpXmfjDUNT1pLuTwvJaRafaoTe3MUwFwD/sr2+vU81pyMxVZN67G1BZzXEmyJVJH3tzAbR796s32jC30yeaTU4rdkQkyPGpjU9gd3XJwK8L0rXdQ8HahPe2hie9kzAzXA8wbQwJyM5ycetTa98QNf8AEaGK+nijtFkWZLeGLEeVOV68n8auKildlTp1ZfBse26ZqGpaetla+IvKZp40VL6OLykEp48mRMkK3909G6cHrjeOvCjalc2Mtta7oppil1Esa7SdjBZGz0xnr/WpfDHj3S/Fum3qanEls0EMZu/PIMUhbj5R1HI4HX0rU8TanpR8G6rNdSNPYG2CfuTlpd/CBM/xbu3tWraaOCUJQlrucBe/C+0ljeSx+yrJaXCQTWdtK0m6LjcWduVc53emOOtUE8GS+HPH9hLqNs0mgyXSqkyPuRSQdqSd8bgDjvxXZeENL8VaJZ2kGoT6Z9hjQbnnH75Yz83ls2fvDJ68CofFn/CWvenS30+0udEv5kWC8tvllgIYMjEE8spAPHDAGsHG+qNoVZqPKdxcODZyXcMZvGjUuqQkF3HcL747cZxiqOl654f8X6ZcWtrdw6hC0e2e3IKyKp4+ZDyOePY1zGn+Lzf2LXd3oGrWrMzRyXelgTrHIp2uWUfMhzztYZwapSTaFrGvwXekarrM+qIu421jaG3ZlB53uygIpI5yf1Io5muhn5pnoFvYwaZbR2VqXMEChE3tkgDtn26VLilY7mLBQoPYdqStBBikpaDTEJRRRQAUUUUABpKWjFIBKKMUUAGKSloNAxKKKKAExRS0UAJRS0UAJRSmkoAzqWkpaYC0tJS0AFV5etWD0qrJ1NADBS0lLSAWlpKWgBaWinKhPagBtWIU5qPyzmrUS4FAA6cUsWcU88ilUYoAdS0CloATFFLRQB5dq1hpWj/FJZp742VrqlpLHdPu2CNnXAOfQkfTNTa14F1KawtP7J8RDUoVukMkHmArGpYfOCDkKBklenep/it4eN9pUOswJulsDiZc43RE9f8AgJ5+hNVfhzo2pxeHtUu4pLI2mr2Mnki3P76KVQVVScdxn8SKyt71jrqRhKkp312sdN4f0yzW5l1m1Mr2ckrPpdmJN0duGG0yAE8O/J/2VPbNYGq6v4b1XVdO0+w+xXut6jL5C3Sw+YLGPnewUjAbGccdeT0ql411qz034Z6LDoF9HZrcRoEtIQfMkQLiQE9Uw2QxPJ6Vy/wrmfTvFg/0B72e6i8lTCQXtyeS/su0EHnOOlV9oxjTvTcj1jxJaaZB4Mu7KXbbadbRKVIY5jCsCGB67vfuSa5bXPAM/iK7h1Cwls7ebzpYbuOdcrgP8rrj7w24wtdH4rKyeHL+CSLzI5YmR1PAIrJ0ufxFcXVnZaPOiadcWRxcOm4R7WwGXPJkCjkfStYtN2MHKUVeJzWl3tz4I8ZXFpdQrLCJvKZnjBMicYOf4cDkY47V7Rca7aWUrafJcst0YTMgWMsRHuxu/Piqd5o2natapb6hbJdKihVkkHzj3Ddc1xHifVZP+E5kjuY3t7f7CbaB50KpIQdzYPQ5Pp2qqi5YlYSn7WrabNy+13T9p3XF7cQt/rftDFEK/wB3A/nT317StR8NXulNZJGJI8Q20RyLjODhffPbv1rzzUtYRoDP9rkKp84jwSIwOMMBx149MVjaTfateausul28st1BMsqtFAZQhH3cqOAPbPauZSk3oevXwlCnT10fc9ssPBVhpt9HqEaGO7WRGGw52IowIskfdxx+taD+ItJtrk2lxq9vBcL1iuJNjY9Ru7fSotG1abUbULPDPFexIv2iKaAxncR95RzlSc4Oasahplhq8KQ6pZJcRxksvmJkpx/Ce3pXSopLQ8RydyPWdI0/xDpM9tO2IrmPYJ4WDZU88djXJ2Xw/TQbK5Wzu7aa2lJF19tynnRkYKuw4+h7HFYkFn4m026kTw1byafFc/vEtjAzRpjooQ8AnoSxHPNdVrvhq48QaFb2utO91PCBN9mhb7LHJKB0Zhn5eaOVSKjUa0ex4j4l0rTtNvwtvqEV5GHKMYnDPtB6OBwHHqOG6isYSR/aWaMqsQy6qedvbP1P6V2F54D8SQiYTaEscCviNxcAIgJwFzkluTgd6z7/AMNWWmqLf7ZJPfQW7zXaLHtRHLARomRkg8ktz27VjZnrrFUYqK5ja+GOsaVY3N7perR7oNSSONrg42xuCxAb0zkfN2PWu08OW7aL4o1bR7yOObSrWdPIuJRnypCrSKxB4xjfz2/GvP8Awn4Uu/Fcd7Ba6nFbywRho4bpAwn5wwOOi9AfrXrt39muodHTVtNMLyqsslusG9TcphUU46qvzMAeCB7Uo3tqcuM9lKadJ37nl3xR1KbULrT8TN9iuTLOF5ABBCAH/gAU/wDAq5Cx/tW/uIdO09ru7dXMq28TF9pXjcBngjjn0r23xd4XF74ceOCKK5vYomEUlwu5i+SxI6YZuR6dK5XR75NG+Gj6ibOytbyF3tfJltMSPPkHhgQwPfJ6Y9Kybs7MunWUYKMVqW7jxpL4U8Otpl/dDUfEMokM09s6g2jkYUOw4Z1/EnvWz4e+IOh6ukEtzHdLq9hakmZ1x5rkYKqFOW3Ng7cdfTFeGbTcy7twLspcNJn94+ecn1Oc1e8PxXv9t2DaeJPtaXKCFlBG1u+Mc44PTtmhTZtPCwcW+vc9/wDBb6/L4Vgk8RxMmoeY+d+A5QnK7wOAeT+Vb1UfD8estbPLq08Mkjp8saxbTnPJPPT0B57n0q9W6vbU8sKKKKYCYoxS0UAJijFLRQAlFLRigBKSlooASilpKACkpaKAEooxRQAhopaKQCUUuKSgDOpaKKYC0tJThQA1+Fqo3Jq2/SqrDDUANpaSloAWloFFAC1ahXiqtTwvgigC1sFOAxSA5FKKAFxTqSjcKAFFLSBhSjpQAtJilooAZJFHNC8UqB43UqynoQeCK41/svwx8L3c243Nq96ZIY92JF3Acf7WME9sgV2tct8QorKXwjcfbbFr1VYGOFCQzPzjkc4zyfYUDSTepmagPBWpwxzTpaamI9s84jhd5xHIcs5WMZBJxnPTvWVpR0e8afwXp32u2E1x5wuIIntpZrYAt85IyXX7mTwcg1Fpvj/UE13RrG009I1nhjtLm0K+XIspI3OOOPTB7Cu91fSv7Rhhkjuntr21k821u1G4xtjBBH8SMOCuec099gnGUFrszyrw7eXepPq9zqMupSSabmOKFrglVTBHlFTwzYGcnmrvgI2raLdTavd3dvY3GpLCsSMY2gkdT5blwflU+g4zgnir/iC71ywuWtTaaHc3d43mypaLJDIVAx5smcgDtk8ntTdHguNQbUtJLRQXV3YpsiD4R3VwZCG7sFxg47mpjpIh6xPQ7jVDpdvBZu51TVWXakEG1XmI/jbtGvqx49M9K47XNAvLjU01zxJqZjsrBQXaL+KRjxDbR9h0Xc3zMea6ixt9F8I6OkfmWdhAFAknchDM4HUnq7e3J9qxp5/EHiHxBY3unaDGdIsgZbZ9UlMPnzEYEuwAtgLkLkcFtxreWu5kkcbb+Dbm58Yado13DLbW0sP22W2J3eTDuJ8st/GQMKfc10UFpeeFrnW/D2hXTW+oS7b3TV+Ui4tifmQA9ZEO4epGK7u3V7pLa+vNOa1u4d6hXcOY88Nh14ZTgH/A1heJ5PDV7FNaXurWNnqke0wXG799ayqdyHjkYJ5HfJrOyWxvOtUqfG7nDW+teJdW1mGw1vWdVs7cK7ST28WxUVRuLMMA8dx2Fen6JpVvp8SXEGq3uoLIuRNLdmSJx6quSKpab4js9b0trbVLi2t754/LubeSdQG3DG+Mk/NG/UEfQ8iofDnhSfwtqt2ttI0mk3UYYRAYWCVfRf8AaHcULQzsbfiK3vr7wvqdpp7sLy4tnjhPmbDuP+12NeefDuTX7Dxbc6Lqcd7bwmxMq2945bDqwA8pj1HJzg9DXrlrcxJHhkwR3A615r8S/FVzY6hbafYG2+1xqLoyyA+ZaHPysvYkjI29xnNDdnc1U+WDj3KPirxjrFxda7Z6UltBpWmDy7i/lT7si4OAf72/AVQCT1rW0Lwjb6neS32uw2/2q68p7izBJeNygPJPIALFht7nk8VyOn+LNKvdV0k3liUtYbiW4NpanctxfMcmZt/YDoD0bjtUSaZrHibxU/ibwzqUUzeYZVUTmOa19mRs/KfQZHJqXPqZwhGXU6/wB4ZFpNHq0d0SFe6tJbdk5SRZCmQR1GBnnnmuylvwZ7eNAwa48xeowBG4DZ+uRXLW95qi6g+l/Z5dNutYxMzABvssqri4kjboQRsIPqxqfwvol/oyLa3kEQMTzHzU/wCWm912sR/eIUk+uc1LaSsi4qx0zxiRCrAEe4rj4rOPVZ7iy16GK8bTL0tHwQjhkBUsO5AOOa7OqmoW0s9s32aSOK4XlGkTcpPowHOPpyKipC6uiovozhvHHhPQ59JudcmS7E9pFhIopsI7E4VcYwoBIOB6VzHw90OO/v7TVrG8tnv7KTzG067JyyDjzIyO4yeowD1rrHD+MNWbRbu38my0qTdf+TPuWa4K/u0QjBwuSxz3wKwbe18PeDRLBJ4hU+IbecyWs0FsZhEMECNkHUuGIZc9cY6URSHKrOOl9D2GORg2GTdjkMODROq7g6n5X557HvXO6J4ohntdmu/Z9K1GMAypJJthkBGQ8bnggjtnIIIIq1Y6vNrc32y2FumioxSGaVGEt0/QtH0wmeMkc4J6YrV2SM1qadFGKKBhRRRQAUUUUAJRS0UAJRRRQAlFLSGgAoxRRQAlFLSUAFJS0UgEopaSgDNpRVczUCWmBZ4pdwqqZTSGQmgCd5R0qAncabS0AFLSU6gBRRRRQAtKDg5pAKWgCZJSKlE1VRThQBZM3FRmQ+tRU4UAPEhHep0lz1qrSqcGgDQByKWoIXzVigBKZ5MsuoWjx3UkCxF3kCAESDaRhs9skHj0qSs/V9Rt9Kghubu4W3t/ORHlbou44GfYnA/GgL2OIbwhqvhqa+1nTQmta3dFpReXYEYtgfvFE5Lue3TAFM0jXfF9xJHo90Uk1ObErzPYlBZ25BBkJyAzE8KMdR6V3Gs6mdNhCReW19KrGASkLHGB1lkboqLkH1PAHJrg5PHei+Gobi3s0u9XvnmDXGoTSLGl3J0LluTtHRQBgDpV2URxU6jvuXNUtbDw3YzbPMkk2tLNNPJvmuGVS2Xc9TgfQdqw4/EK6L4R0rXPsAm1HmUPcfKJWkwr7WHYKQAOvGTTfE1/pfjfw0Hs4rx5oLuJGtkxvLyAhRnoy+49K3pfB11q3wksdLuIGj1a2txLCrDaySDPyH6r8p/Csnq7oaik+WZJaalceKrmTX9FWLbYWnk2UN9bbw1y2Wk2tkYIwq7hXLWXiHXfG+rR6HqeqXOlTneDHBEFR2Azhx949D3x0yKn+FmppFLd6Hc3Ui3Dss0FvMm1c7cSbffgZ9cZrZ8Y+L7rwjrdrNJoFndWciZW9kfbI8gHKbscEeh6iiU2xSpPn5UTm58IfD+6givLq5l1Fo8ghCxVDxu2A7QOPc1Q8Tar8PtbFteuTfXs0oi3WZ8qTGQu6QsMADtnk15jrV7d6prRvdSuFnaZVdJBJ5iqh5VQfQDj1yDVCBJLlla0heTYu6Ty0LgL0ywH9elZub2O2OEp8qlJntPijwZpuiaHaX9pZR3NtoxZ5ba7UTCW1Zv3u0kZBGdw5wOcVtr4H0KGPfpM2paaJAGWSyv5F3KeQcEkHtWJ4en/AOES+Gcb+JIpmS5eVY7WT77xsMBDngDAJ9ga1fh7f/b/AAZYw/a4bia1DQFEYbkjU4TI6/dxz3rZSWxxTpuMmlqkMl0jUdN1WCa88Qa/e6XKyIXS5EbwP0zIFA3RHjkcqevBrL8W+BdEtLO/1i51C9trZNryxhPPbg4+87bmJPqceldVrPifRvDYV9W1OG1dlLRxHLSOB/dUc+1ebfFB9YuNXhM0c0GhXEEMkfnfIjMFyEcf3wzfdonoKEVJ2ZZtNP8ABer2mmQaNeRrO12guIb87Jyvdwo4B5wAOPm9RXQ+J2sPCmp2Op2nhyz8tVIM8AMUiFeoyv3hjHB+teXeGL7TrK8bUb2IzXqSiO3tLWP5ZDn5mb6EDgYz0zivS/GFzqWs+BUZoVto7i4Es02CFgt158xzzgk9h17Vi27aFVIQi7QOsstTsNTlt9VtXL28NhLMW24K72A2kdjlDke1Ynhe8vNa1y5vbh5GjtY/JBLZDOeSeODjp7YrO8MPplpoN+ugus51G6ePM5IYxQxDzHwecnkgf7db/gTS103wtbuQPMvCbp8NkDfyAPYDAppXaZajyxd9zpKKWitTIwLhIdF1C7v3j22115Z/cQ8rIMg7sddwxz6jHpVMaxoUN4t9b6Ij3YJKzmJI2z6565rqJIkmjaORQyMMMp6EVwetaedMuSmSYj8yMfT0+tcmJlOC5o7HbhYU6r5Z7lWw02ztYJoLdWFnJdJeLbSnzFjlUkggn3P8q3luZJJvMlkaRz/Exya5yHUoE/1kioOg3GrsWqQNjYJG9xE2P5VyqU5bnaqcIfCjubScTwBu44NT1gaRfAuByFbgg9q6DFehSnzRPLr0+SYlFLj3ox71qYiUUuPejHvQA00UppKACiiigApKWigBKTFLRSASiloxQAlFFFACGilpKAOepRTaUUwHU4U2loAWnYptOoAWlpKWgApaSloAWlFJQKAHClpBSigBaWm0uaAFpaSigCRG2mriNuFUKsQk0AWqjuNPi1WBrKYZjlG1vlBOPUZyM1IKR4EuUaCUExyDa2Djj6ihha+h5z8StFnu0sbbTdRW6kggEM9r5mGkAPyNkDGRnnP1rgYPh5qewNd3kNupHKR5c/X0r1S7tI7G/mtoSfLQ8Z61VuP9Ua5Z1Wz0aUFGNjA8C6BDp3iKARu7nO+QseCVBIOO3JzXrY4xXC+D4c61K5/gjP5niu7rShdxuznxXxnnsmjab4d8Vte6Toxm1BnCCCS4IBSTJaSEnhSOQQeg6da19E17SfE8cv2aORxEc7bu3wGGSN65yCM5HHI71c8QWVpJcW14bbdfWp+1QSgkE+VyycdcqzVQ0m3t/B/hiSRma7s5LqS5V7b5tkUjZUqP4hjGcV0RVzjm31Ob+KdlHZaDa3VnYWMe64WKVxAAzd1Bx8u3rnPU1P4j1JvC/hvT7+1hsBcXiR/Y5Iofs80PyZyyrlXQA4K8A12OqRaVqukw2t7i4s9TZIodp+/uG5XB7Y65rkvFfg3UPEWsXd7ePLDplrGkFtDBH5txIqjlkTgDLZ6mlONr2Kp1PeXNseQ6hqt9qF1LJeXclwzSElpiWUE9cDoPw7Co7G/e1vYbmGWWF45FYvbvtfbkZ2ntxn2pZ0TzrmBGYx+bgPImCrDoSByDjqKuaJ4d1LX7s2mmRpPMIvMckhUiXsWJ6ZOcDqa5tb+Z7d48ra+E9NTwnB8R9Q/4SzVJZreyuNsdrZQkbjFGSP3rjoWOeB0rY1HwzeWtzY3EE8+q6TY3Juf7JuD5syZjKExSMcuVzuVG79DVTQPC/iLQohFZXvlxLjbHOqpGW4JLKuSwP4Gug1rxTZ+GdMt7rXcwSyuY1htczb2AySvTjHPP0roi7rU8Rq8vdOI0LRtS8Xaf/bVnPa6VO98ytcLaBpp1RVXOTwpyOVwMtnNUvH/jSaeK78N2t3b3lsqRxXdyIiskkgOWAwduMgDgYrqdL8Q6LJ4iSbRNS8+21KVft9oAT5E8i/JKvGBkrscA4zg1yXxVum1DX4LA2wihsY9rz+Xg7pBnBPpgDA+tZzWl0b4dxhU99CfDOxkXU5NTSWMRWr+V9nclmcS4DFfcDHPsa9qiiSCFIY1CxxqFVR0AHArxfwVbT20Oi6laIyywxyidJlO1iSQjL9VJ616Gur6hKOZEX/dUD/GlFpGlaMpyujqKK5eO6vpHIa8kC/3sjr+VSG4vQNpuZD75qnNGaoyZ0lc94nkt5rVYMq8wJ4DDK8f44qsyzSfenkb/AIEajFqg5PU96znNSVma06TjJSuc1Y6AkL+bNmSRjnc46fT0rfgjZAMH9an8lVPWn/KnasJSilY61du7HKcEV0NnN51srHqPlNc6HGRWppcmZHUN8pGce4pUJ+/YzxNO9O/Y1aKSiu480WikopgBooopDCkpaDQAlFFFABRRSUAFFFFAAaSlpKACiiigDnKUUgpRQAopwptKKAHUuaSloAWlpKUUALRjiiigQ6gdaKO9AxacKbSigBaWkpR0oAWikpaAFqeHrVerMNAFkdKmthmb6AmoaniIitbmZuioQKUnoOK1OJvXMl/O57uazZ5OozVyVicnqTzmqDDdknpXDLsepHY2PBy5urxscKqjOfU111c14OjItruTHBkCj8B/9eulrro/AjgxGtRmbrF82nR200Vv9ouXnEMEedu52BABPYep9KxbKPUdAW5e/hsbnRZ3Dy2tkj/6Fn77KrZLx9yBgg5IGKtanrNmniSDTnDSTW1nNfMitjopCj3JG7j8a5bRfinHqni+00/yoYNNniCrcSKUcTkcdTgKW+Uf/Xroi1bU53TlJ6FDwdqN3rviu10u4mhltNKea4gNuAECg/KgxxjkcHtXrC7mYAZLZ7etYN3oEY1BtT0uddL1MpsklSFWjnXOds0fG7nuMMPWs+61rWb66l8LraRWmsvFuub63l8yG2gbjzVBwwkPRUPQ85wKNjNI4PxhqWnal48WCOKzi05JDHLdQoFZiCBJKWHXByPTANeieD/D934Ytb3TJHt57MTCWzuYRhpEYchz1JB6Hng8Vz+o+B/DGneJLWa91C3sdJa1WIWTN87kfKef7p6knqa3vBurxXNjJojNG13oypbNLFKJI7iLpHKh7ggYPoQRURXvFXlazZ0p4rhPinYW914YF8ySSXdjIPs0ascOZCFI2j7xx0x6V3EjgdTXM318zzySf8s4MsD6Ee/Y1U2lG7NKKbmrHkegeFNfaeKRoJtPg3qZhLIYzKikMFAX5uvfjmu4svCVla3E15L5t1czyGSSS6kL5JOeB049evFbsd8gi82SIMWAOT1ANXQokQMMfMAfpXMqieh6MoNu5TSFQACBj0FTIoB4GBTyBkjoBT4I2nlEca5J/KlKdtiVEedoQbm2j1NBvbcEozDd6jvWk+hwy2fkySyCQncZFPf6elUP+ESG7d9ucn3T/wCvWM4VXsONal1ZWe7hXO16rtfr/e4rS/4RQf8AP4f+/f8A9em/8IkP+f0/9+//AK9YOlXfQ1Veiupl/wBoKRyTUguFbvk1pDwogxm7P/fv/wCvVqLw3bJ9+aR/phaFhqz3B4qktjESXc+0fj7VvaNAwVrhuAwwvuPWrEOj2EJyLcMfVzuq90GK6KGGcJc0mc1fFKceWKCiiiuw4wooooAKKKKACkzRRSAKKKKADFJRRQAUUUUAFGaDSUAFFFFAHN0opuaUUAOpRTaUUAOp1Np1AC0tNpwoGOopKWgBaWkopgOFLTaWkA6ikqVUytADKKGGDRQAtSxPg1DTlODQBfU5FR6vKIdDK/NulOABSxHIrP8AEk2Gt7cHgLk1MnoaUo3kczcPtXg5z6iq8jCOAsemKnuOqkiqGpSbLfjt1rkkegtEdh4SXGhrJ/z0lZs/p/StqSRY0LtnA9Bkn6Duay/DMZi8NaepBDNEHI/3iT/WuS8Y/E7StFv002CKS+lR/wDSGgkAWIj+EH+Js9QOnrmuyCskjzKjvJs80vPGc58datq7LIEuC9r8uFmgiGFGwn7rgD9TVvTbbwjf+IJ9R1DXM6SzM/2a7LRXW49iEBDD3BFdVe2PgrxyskltcwrezSLZwSxjy5mcfP8ALFxuJBIy3p1rmdY+FV9bpeTaXeLdiN829oV/fPGBltzfdV1xytayiiFUkj1GXxLFf2ci+HbyOSOC38661IqZFtI8cAA/fmODhTwOp9874bajpmpf21Np1pPDmWHfJcTebLcAKR5jv3JbPt6V5MmkeNfDl+dPtLfUY5riHzzFZnzY5UIyS2PlOBwc0zRfiBq+j6pFfQrZSFIjA0QgEaSKefm24yQec9qWqJse96v4P8P69di61PTlmuOA0ocqzAdAcdRXJ3VjqfhvU7t7eOGER/u9AEEY2P5sgzasv8S9WPdcFgRWJB8cpdq+d4ejP94xXZ/QFajl+MFpceILPU5dBn8qzt5I4YRdDiWQjc5OP7owPqaLBZnZ63F4mlimj1LU7GzsR8pXSFcSzZ4wZHzsH05qpqhQW1npUbYe6/1nqIk+9+fA/GuX1L4vWepxfZf7FuIBKyqZWuQdnP3sY5rRvbkwa1ZTAGZZbYxls9NpB4PvXNiKlmkzvwcE031Ne7Rrm7trYHYqsLifA/hH3V/E/oKdJfvb6utpFGWWOPzZjnGM/dUfqfyqppd9FNdzGZtszylpFPYKMBR+H6k0/wAK25167nuZZMec/myevPRR9FAH4Vxc12lHc7bcqblsdFaodQby7dGA/iZhwv1NdFaWcVnHtjGWP3mPU1JBDFbQrDAgSNeiipM13U6fKry3PNq1ed2WwUUZozWpiFFGaM0AFFGaM0AFFGaM0AFFGaM0AFFGaM0XAKSiigAoopKQC0lFFMAooooGFJmiigAoopKAFpKKKAOapRTRTqLkjqUUylFA7D6cDTAaWgLD8ilFMFOFAD6WmClpXAdmlpopRRcBadTaKYD161ciHy1SXrV6L7ooAhlTnNQ1ddMiqjrtNFwEopKWi4Fm3bLqvqQKyvELbtXK54C1pWgzdxD/AGhWHrTk65PnoAPw4rGo7HTh1dsoTjIFYutv5enyMT0BrbkII4rmfFV59j0e4nGMxjKgjILduPrWG7sdT0VyH4neNrnTVh8K6RO0DxQIL2eNsMMqMRg9uOSevIHrXkGKlnuZry5lurmQyXEzmSWRurMTkmo8V3pWR5TYsbtFMsyMyyoQVdThlI6EHqK07bxNrllZGzt9VuUt2uDctHuyHc8EsepB7g8GsukwTTEeh2nxYvxfSS3umW7Wqxt9mtbJzAIZSoXfkdQccj8q0JfHPhLXdN0601jTFQyzO80CW4SC0lbA83cvzMvUkd8mvLQKWi4WPXJNC8BeKdV1CWwlUPBbSecLSQW9vFtwFmRWHze4HHBrKf4WWstopsddMlxcsW0+aZFW3u41UFiCpJBycAH0rzcgHtS+ZIVjUySYiOYxvOIznPyjtz6UhnZy/C7Wwls8N1ZTRyCMXTMWT7K79FdSN3TnIFdDbaR4jstLvdFlsft15YKLmxuVceXcxBsHZ3JxnFcGni/xFHrC6uNZvDfqOJWkz2xgr0PHHNPi8ZeIodOksV1acxvIsu9uZEIOfkbqoyegrOpBTVmjSnUlB3iejww6s7WN7b6Nebr1GE3np5ccLY2jex5Xng+wrRtPDmp2dtpM8upLppsLsTSqpV1kGNoUyZxk/MAuOQa8sHjvxSs9pMus3AktQ2xuPmLHJL9nP1rEkuLidZFluZpFlk82RWkJDv8A3iOmfesY4eMXdGs8VOasz60tNQtr2S5iglUy2snlTx5BaJ8ZwfwIq1XzZ8OvET+HfFlvK8hFneEQXQJ4wT8rf8Bbn6E19JV0GAtFJmjNAC0UmaM0ALRSZozQAtFJmjNAC0UmaM0gFopM0ZoAWikooHYKKKKAsFFJmigLC0lFFA7BRSUUBYWkoooCwUUUUBY5ilpmacDU3Cw6lBp0a5pGG00XCwZp2aZmlzRcLD804Go804Gi4WHg0uaaDS5ouKw4GlpuaXNMdh2aWm5ozQBInLVej4AqnCMmrg4FAWH1DKmakzQeaVwsUjwaM1LKneoKLhYs2Z/0uP6/0rndRcPqkp5zgZzXQ2WPtceff+RrlpmDX05XpuIrKpudOH6jZWwufSvOviPebLG2tVPM0hLDPZa9BuDtiNeReP7kza9BCDkRQ5/Fj/8AWrOlrUsb13am2cwOlLSCiu88sKWkoJoAWikDetLQAdqSilpAJ3ooPWigYYpwpopwpAPB44OK+nfBGtf294P0+9Zt03l+VN/vp8p/PAP418wivXvglq+DqejSMOdt1EP/AB1//ZTSY0ew5ozSUVNyrC5ozSUUXCwuaM0lFFwsLmjNJRRcLC5ozSUUXCwuaM0lFFwsLmjNJmjNFwCikoouAtJmiii4BRRmkouAtGaSii4C5ozSUZouMM0UlFFwOWp69aiBp69am4WLsQ+UU2VadH92lcZWlcLFYUopD1oBphYdSg02loCw8GlzTRS0BYdmlFNzSg07gOpabmlFFxFuAVZHSqSSbRTjPSGW80Zqp55pPONAFp8Yqm3WnGQkUygZZsf+PyPPv/I1zN0P9Pn4x85rpbIhbtCe2f5GubcMbuUvncXJ5qJas3olK+O2Efia8R8TT/aPE96wOdhEf5Cva9TYKqjPqa8CuZjPfXM56ySs361GHXvtl4p+4kJSHNKDxSGu088QmiilHNIBKXNJRQAo60tIOtLSAKKKKACloFLigYorp/h/qv8AZHjjS52fbHJL9nlJ6bX+X+ZFcxQWeP50JDrypHYjkfrSYH1904PWiqunXX27S7O77zwJKfqygn+dWazNBaKSigBaKSigBaKSigBaKSigBaKSigBaKSjNABRSUUALRSUZoAWikzRmgBaSiigAooNJRcYZoopKLgcrmnxnJqLNSRHmpuBeTpTm6UxTxQ7YFK4yBjzQDTGbmlBp3ESA0tMBpc0XAfSg0zNLRcB9KKZmnA0AOpabmlzQA4U7FMHNTJGTRcBlLUhhNHlGi4DM4ozTxEaXyTRcY62/16n0BP6VjXMcit5rD77Ht0rfsYiLpSemD/KqOpzpa2m1R+8mJC57DualvU2papo4nxLcCDT7iXPEcTN+QrwiPO0Z6kZr2Px7N9n8L3RBwXXy8/UgV48vAxVYdbsnFPZDx0oNKOlFdJyDaKcaSgBKWm5pRUsBRS0UUAFFFKOtAwFOpBS0ALSikpwFAj6c8FT/AGjwRokgOf8AQ41P1Ax/St6uR+Gkhk+H2lc/dV0/J2rrKxb1NkOoptFK4DqKbRRcB1JSUUXAWikzRmmMWikzRmi4C0UmaKLgLRmkozQFgzRSZooAWikoouAtFJRQAtGaSikAUUUmaAOTzUsXJqAGp4TU3GWwcCo5HpSwAquzZNABmng1GKdmi4h4p2aZmlzRcLDxSg0zNOBouFh1KKQdKWncQuaUc0g5qaOPmi4x8UeetWlGBTVGBTqVwFpRSUooGKKWkpaAsWLMYmJxnCMf0rl9Wdpbxmb7qnAGOgrog0gVvKIDFSOfTvWLqMlqlkIS6vdnk45CjPrSZtSPO/iHGH8MSZIVRIpyf8+uK8gWvbvGdv8AavCGpR8E+WGXjptINeJFCjEGtaDVmZ4pe9ceOlBpAadW5yh1ppFOppoGNpR1o9aQUgH0tJnNLSEFFAp1AxKUUUtABTxTKenWmI+gfhTJv8BW6/3J5l/8ez/Wu14rgPhDJu8HzJ/cvH/VVNd9XPLc2jsLxRxSUVIxeKOKSigBeKKSlFMAooooHYKKKKLgFFFGaYBRSZooAM0ZoooEFFGaM0DCikzRmkAtFJmjNAC0UmaM0AchU8bYFVs08NxUDJmkJpM1HmnCgB9OpgpaAH5p2ajBp2aYDxTgaYDSg0APFKDTM06gQ8HFWonqmDT0Yg0XGaGacDUUbZFPpAPzRmmg0oNMB2acDTKXNICWOFrgPGjbSy7c/Xj/ABrN8R21rb28SW6KrmQuxUdvet2yjK25l28tnafTAx/U1zuttmRY85YLk1VrmlPc527gS4tZopBmORCr/QjB/nXgd9azWF/PZzgiSBzG2fbofxGDX0BMdqsx9Oa8l+IdqsWt212MAXNvhsd2Q4/kRTpO0rFYiPNDm7HKCnUxTT66jgCmmnUhoAbRR3prMF4JAJ6c1IDxS00U7vQA6lFJQKYDqKTNLQMUDinLTRUi9aAPa/g3Jnw7qCH+G8H6oK9HzXlvwZl/0bWIc9HifH4MP6V6jXNP4jaOwtFJRmpuULS5ptLmi4C0UmaM0XAdRTc0ZouA6im5ozRcBTSZozRmncAzRmjNGaLgGaM0ZpM0XCwUZpKKLgLmjNJRRcLC5pM0GkouAuaM0lFFwOPzSg02nCsyh2acDTBTxQA4Gng1HThQIfS5pgp1ADwadmoxTgaAsPBpwNR5pc0wJKUGmA0uadwLcL9qsg1QibBq4p4oAkpabmlpAOzS5plPTlwDwOuaLgX7q5FhZhGcAmPIB9up/M1x13dGW5aR8AseMU/VPEwM2o2t0hMjNEYPRY9uT+v86xY7yKVQTIN5YgJz0x1q1JI3p0mlqiS6uFS3YseCwUe5JwK84+JSsj6WpHH73+YrrNVdp9a021QsFUtO3HBI4H5c1wXxCunm8Si13Ex2sSqBnu3zE/y/KopXdS5piEo0rHLClzTRS12nljqO9NNKKACvWfg7pNlqWka6l/Z29zFJNHHiaMNxtOQM8j8K8m717d8FYtvhvUZT/HeAfkg/xrOo7RKhuee+PvBj+EdWX7PvfTLnJt5GOSp7xsfUdj3H41yYNfUPijw/B4m8PXOmTYVnG6GQ/wDLOQfdb+h9ia+Yrm3ms7qW1uIzHPC5jkQ/wsDgilTnzIJxsxBSimA04GtUQOpaQUtABUiHmo6ep5oGeqfBqX/iY6rFnrBG2PoxH9a9erxL4QzbPFc8faS0f9GU17Zmuap8RtDYWjNJRUXLFopKKAHZpM0ZpKLgL+NH40lFK4C/jR+NJRRcBaKSii4C0UlFFwFopKKYC0UlGaAFzSZpM0UALmikozQAtFJmjNAHGA08Gos5NOBrMskpwNR5pwNAEmadUWakFAhwp4NRg04GgLEgNLTQaXNADqWm5pQadwsOFKKbSg0XCxIp5q7E2VFUAatQtkUXCxZBpQabSii4WH1HcXAtLO4nKF9kLnaOp+U04UkiCWJ42+6ylT+NFwscV4lYG8trgj5UEUJX/ZZP8az9LgUIXGSDO5XJ+lasulXur3VxY3Eip5TRkyBcg7Tx9OAKW/sZNJlXbCxtcswYDOCeai9zti0mkmYEJlm8TXz79wt1CIp6AHk/rXmHiW4F34jvpx0aTbn1wMf0r3bTtMku3t78NtKL5E4K/KsYOVYdy3Jz9K8B1URjUrnyn3xec+x8Y3DJwa3w8dbnPi6qceVFMUvakFLXWeeFKKSlFAC9694+D0ezwQz/APPS8lOfwUf0rwbvX0D8J02eALUkYLTzNj/gWP6VjW+E0pr3jt68U+MPh0Wmqwa7bpiK8/dz4HAlA4P4qPzWvaqyPE+iJ4i8OXumOBulTMTH+GQcqfz/AJ1hCXK7ms43R8vU8UkkbwyvFKpSRGKup6qQcEUortRyjgaXtTc0tAC05etNpwoA7n4WTeX44tlz/rIZU/8AHc/0r3mvnf4ey+V460kk4zMV/NSK+hx0rlq/EdFLVC0UgpazNLBRRRSCwUUUUBYKKKKAsFFFFAWCikzRn3phYWikz70Z96AsLRSZ96M0BYWjNJmkpBYWikophYWjNJmjNAWFzRmkzRmgLHFinCmU4GoKHinCmCnA0AOp+ajzTqYh4NOBqOnCgCQGlzTRmloAeDS5pop2aAHA8UoNMpRQBIDViA1VBqxCaALgNKKaDSikA8VYtoQ5MkvESct7+wqGGPzZVQttBPLHtUtzOJNsUYAhQ/KB396pbXJfZELrG11LOsaq8h+YgdcdKCAykEAg8EHvSUtSUOigjitXKrgGRRgvwBjoo/p+NfL/AIhsW03Xb6zdcGGdk/DPH6Yr6hzmBlzwHVsFM+vfsa8V+L+iG11eDWI0/c3i7JCO0ij+q4/I1vRdnbuYVLtNnmlFFFdRkFKKSigBwGa+iPhnH5fw+0z/AG/Mf85Gr53Xk4r6P+Hwx4A0X3t8/wDjzVhW2NKW501FJRmuY6DwT4r6D/ZXis30KYg1FfOGOgkHDj8eD+NcMOtfQvxK0M634OuTEm66sj9piwOTtHzAfVc/kK+eQa66UuaJy1I2Y8UopoNLWpAuacKaKUdaAN7wjOLfxdpEpOALuPJ+rY/rX0p04r5a02Y2+o2s4OPLmR8/Rga+pSckkdDzXNW3RvSe4UUlFYGwtFJRQAtFJRQAtFJRQAtFJRQAtFJRTAWikooAWikooAWikozQAtJRSUALRSUUALRSUUAcUDTgajBpwNQUSA04GowaeDQA8U4GmU4UCHg04GmA08UwHAmndqYKdmgB2acKYKcDQIdSim5pRQA4VNCeahqWI80DL8aFzgEDAySTipPJYAEEFT0IBI/PFULmSTbHDDcGCSVwuVIDMvcDPSlY3NpAkEMivcO22QqWKxjqdo7n3ranBSWphUqOLsh8tus15Ezvu8lt6BX43YI5HHrVgEBiufmHUd6FuWFm8t5Lb79/7uJowWb2/nzTRNCYBPJBNbx7yo2vlfw/nirdDsyVWa3JAaXNVZLQXRimttZliGRtVkAVgOxBHerrQSqATGcYz8rA/jWTpSRoqsRBcRxgwNv8yTlNo4wOufbkVzPj/Sv7X8F6hEFDSwp9oi9mTn+WR+NX9UiuZr2yaG4mhS3l3yRr8vm8Y2kHqOT364qw+p6czSW9xOsXy4cTAqMHjqeP1qVdNMaadz5boqe+hS11G6tkdWWGZ4wVOQQCQOagrvOUKKKKQxVPNfSvgYbfAuiD/p0U/wA6+aR1r6a8HDb4L0Uf9Ocf8qwr7I1o7m5mkzRRXMbikAgggEHqD3r5m8YaIfD3im+09VxCr+ZCfWNuV/Lp+FfTFeXfGbRBNp1lrka/PbP5ExH9xvun8G4/4FWtGVpGdWN1c8dzS9qYDThXYcw4dKcDTR0paAJATg4POK+pNNuPtOlWc+c+bBG+fqoNfLada+kPBs/2nwZo8ucn7Kin6r8v9K5660TNqW5vUU3NLn2rmNxaKTPtRn2oAWikz7UUDFopKKAFopKKAFopKKACiiigYUUZpCaAFoptFADqKbRQA6kpKKBC0UlJmi4ziu9OGabTgakY4U8UwGnA0APpQabmnUAPFOzTBTqYh4NO7UwGl7UAPpwNMFOFADqUU2nCgQ4VLEfmqEVJH96gZJPLeC5tYrKJJC5bzPlG/G3gAnoCepqbENpcxxRI0l0yb2dnyseBjC/3iTVf7TIuprbRWe4yw8yjljz0HoB3+tWPM/s55RERc3YJGGX5FPUJ6k+tddJWSOKr8TY50OxdS1MCV2kJjiBCt9R9BxTIxFJsv9UMkEPPlxAkhPwprwJYquqaqGedkO0IM5JPI9Bz3p21pCbjUrvMWweVBIABnrwO+fT862MxyQSX6uZpFjtQmYEYbA4PJOe/GBTITcXLSNArW9vAAnmK2Tj1GOBjpihoZ9VPnX0UawxFfKVCcyc9M9ueM/gKQ+Zqccro01tbRfu5FVcblA+dcD/PrTAsyXcsvmooM1usOSSMHd6H3zjnvXnfjveIreEEzTgSMyqpB8w7UCrjnbluPevRFmgks3is3WS3DDChslm7HPoR+orz/wAQzuniy0jW7YPDPCiSxDcSzuXwP++RWNV6pGkOpx/xWmB8QadaG1ht5rawXzkjjVSGZiQrY7gcVwldJ4+cN441RAxbyXWHcTkkooB/8ezXNmtSQzRmkpcUDDNfTfhL/kTtF/68ov8A0EV8yYr6Z8HnPgzRT/05Rf8AoNYV9ka0d2bdFFFcx0C1R1nS4ta0a80yf/V3UTRk+hPQ/gcGrtFAHydPbzWdzLbXC7ZoXaORfRlODTa7/wCLehHTvEy6nEmLfUV3MQOBKvDfmMH868/Fd8XzK5xSVnYeOlOpop1UIep+avoD4azibwJYjOTG8kZ/Byf618/L1r2/4RzeZ4UuIs/6u7b9VU1hW+E1pfEd/RSUtcp0hRRRQAUUUmaAFopM0ZoGLRSZozQAtFJmigBaKSikAuaSiigAooooAKKKKACikzRQAUUUUAcQOtOFNpw61Ix9OFMp4oAcKcKaKUUwJUGTipjHxkVFF1FWwMigCr0NOpXXBpBQA6lFNFOFMQ6lFNFKKAHCpE61HUifeFAia3uEN1dWlsrrKWCyuzZySBwB/CBUv2i3sxP5cZv5YsIXjP3XPqe/4VPBPGhLeSEZiC7xHazj0J7ipoFs4X22yrBEWJww6Z/Q1105w7nJOnPsV1j8iZJ7q4Y3UzKkMMnPP+FNNrLcLJNqsUMyh8QopwMD7uQOnPb8605VF5OqtCsuz5zIWzk+v/1qqywwG9S5dmaeFSSsfAwex9OK2MmrFCQrfQJqV0k9usTlvK7uoOOfbPOadJNcXUtvfx3XlWIO59w5DDjCjvuzyPrmrE0En9oLcTzD7O0e0wFvm3e3YDHf8KpG0kvJ7q0nRYNOCKIigwqr/Dt/2h1P60xE8Yj+yrHYpGlu5HlLGfvsTySfUciuGguZ5fiBi2eNZRM/lyMOQFjVW2/7Q3n8Aa7W4R/sSRWsTRDcUQP99gp+Yn3NcBpjmFte1aFUdY7e4aO4zk27MXbIHqwUAN9RWE/jRrHSLZ5VrEwudXvJ1JYSTu4JPJBY4P5VQqeQfuoJP70Yz+FQ1uSgFJS0UDAV9H+AZ1uPAWiuDnbbhD9VJH9K+bxXvPwjuRP4FjjzzBcyp9MkN/WsK6925rR+I7uikpa5DpFopKKAOO+KGnLf+BbyTaDJaMtwh9MHDfoTXz6K+mfF6h/ButKen2OT/wBBr5mrrw7vFo5qy1Q8U6owaeK3Mh61618HLzC6rYkjJMc6j81P9K8mWuz+HWojTvFtqWOI7jMDZ6fN0/UCs6qvFlQdpI94ooorhOywUUUUBYKWkooCwtFJRSGLRSZozQAuaTNJRQAuaM0maM0ALmkozRQAUUUZoAM0ZpKKAFzRSUUAGaKKTNAHFinCmYpwpAPpwpgpwoAeKdTKfTAmi61cXpVOHrVtelAxHXIqA9atdRVeQYNAhBThTBThTEOFLSCloAdTl600U5etAFyM8CpBUUXSpaQxwOOQcH2qRZnU5O1iRg7lByKjFApqTWwmk9yZHj3szoxLkEkP6dP/ANVDYnJM0oODkLswAvdR/jUdFaqvNGbowYtyssdp9oSJ8xxs6BSpJ2jhWJ9cdq8svYJdI+GWvXckLW91dCGzZpWKmRcLkIn1LZPtXqfevPPjE2PC9kv969H6I1XGpzTWhEqSjF6njqnzLHHH7tsY9jVc1Pa5IljH8S5H4UwlSnIwa6jnI6SiikMK9h+Clxu0vV7bP3LiOQD6qR/7LXj1el/Ba42a9qttn/WWyvj/AHX/APsqyrL3DSk/fR7RRRRXEdYtFJRQBheNZfJ8Ea05/wCfRx+fH9a+a69++Kl39m8CXKZwbiaOIe/zbj+i14D3rsw6905a/wAQU4GkwKXpW5iSKeauWkrRSB0ba6kMpHYjkVRBqeFsGkM+mNH1FNX0a0v0IIniDH2b+Ifnmr1eafCjWw9vdaLK3zRnz4AT1U/eA+hwfxNel1wTjyysdsJc0bhRRRUFBRRRQAUUUUAFFFFABRRSUAFFFFABRRmkoAWikopDDNGaTNFAC0UlGaAFpM0maKYzj2FIOtSEZFRgYNIQ4U4U0U4UCHU8UwU4UwJ4etWxVSGrY6UDHdqZIuRTxQRkUgKvQ04UrjBpBVEjhS0gpRQAop4plOHWgC3D0qYVBCeKmFJjHUtNFOoAXtS0lFADq81+MrkaNpceeGuXYj6L/wDXr0qvJ/jPcfvdHtx1CyyfqorWirzRnV+BnlsT+XKrZxg8/SiVSkjKexIpmMipZvmEcn95efqOK7jjICMGinkUmKQDa7X4UXBg8fQpnAngljPv8u4f+g1xRrf8DXP2Tx1o8vQG5VD9GBX+tTUV4suDtJH0rRSUV552i0UlFAHlXxovwIdJ04Hlme4YewAUfzNeSV2HxN1L+0fHF2ivujtFW3X6gZb9Sfyrj676StFHFUd5McKMZpB0p1aEAOtSrUQ61ItIZq6Lq0+i6tbajb/6yFwcHow6FfxGRX0Vpuo22radBfWj7oJ13Ke49QfcHivmMHivTPhP4gMV5Poc7/JNmW3yejj7y/iOfwrCtC6ua0ZWdj1uikorkOoWikooAWikooAWikpM0AKaM0lFABRRSUgFpKTNKKB2CiikoAWkzRRQMKKDSUAGaKKTNAHLDpUTDBp6MKR+aBDRTxTAacKYh9OB4pgpwpgWIatCqsParQpDHCn9qYKcKQEcq96iqwwyKrng1SEKKUUgpRQIcKUUgpRQItQmpxVaE1ZpDQop1NpRQMd2opKWmAorxL4u3Hm+L4Yc/wCos0H/AH0WNe29q+e/iLcm58e6oc8RMsQ/4CoH881tQV5GNZ+6cxT87rZQf4WI/Oo88Uqn5WH0xXYcoUUUUANPWp9PuDaara3K8GGaOT8mBqA01up+lJjR9aZDfMOh5FFUdFuhfaFp90P+W1tG/wCair1eczv3CmvIsSNI33UBY/Qc06sHxrff2d4L1a4DbW+ztGp92+UfzoSu7CbsrnzpeXTX1/c3bnLTyvIT/vEn+tQUg4H0or0TgHD0p1NHWnUwCnqeaZ3pQeaQyXNWdPvp9N1G2vrc4mt5BIn1B6fj0/GqoPFKDS30A+n7C9h1LT7e+tzmG4jWRPoR0/pVivPfhNrBu9CuNMkbMllJuQH/AJ5vz+jZ/OvQq8+ceWTR2xlzK4UUUGpKCjNJRQAUUZpM0ALRmkooGFFJRQAUUlFAC0UlFAxc0lGaTNAC0ZpKM0AFJRRSA40MRTwc1HThVCHinimU8UCHU4dKYKcKaAsw1ZHSqsNWhSGOFPFMFOBpAOqCRcGpxTZBkU0BAKUUnQ0ZpiHUtNBp1AieE81aHSqcR5q4p4oGOFKKaKcKQC0opKUUwFAyR9a+ZNeuvtniLUrknPm3UjfhuOP0r6Vu5vs1lcXB/wCWUTyfkCa+WS5kbexyzfMfqea6MOt2YV+gHpSCl7UldRzC5pabS0ABpv8AEKWkPWkwPo34fXP2rwHpDZyUhMR+qsR/SumrgvhFded4LMOeYLuRfwOG/qa72uCatJo7oO8UFee/GG++z+FLe0B5urpc/wC6gLH9cV6FXjPxmvfM1vTbENxDbtKy+7tj+S1VFXmiartFnmlFFFdxxjh1paaKdQAUuaSikA8HinA0wGlBoGdZ8PNW/srxjaF2Cw3WbaTPTDdD+DAV79XywrsjBkO1lOQR2I6V9K6Bqi61oFjqKnPnwqzezdG/UGuXER1TOig+hpZoozSVzG4uaSiigYUUZpKAFpKKM0AFJRmjNABRmkooAKKKTNAwzRmijNABRSZozSuFgoozSZoGcdThTKeKokcKeKYDTgaBDxTgaYKcKYFmE1aWqcR5q2O1JjH04U0U4UgHDrQRkUgp3amBWcYNJTpOtNHSmIUU6mjtThTEx8Z5q6nIqgpwauxnIoYIkHWlpKWpGO7Uopo6UtAGP4uuPsvg7WJRwRaOB9SMf1r5sxjivoD4kzeT4E1AZwZDHGPxYf4V4AetdmHXu3OWu/eCkpaK3MRKO9FJ3oAWkJxRQeopAev/AAWuAbLV7UnlZI5QPqCD/IV6nXivwauPL8R39uT/AK203Af7rj/Gvaq4qy99nZSfui186/ES9F9471RlOVidYF/4AoB/XNfQ7yLFG0r/AHUBY/QDNfK93dNe31xducvPK0pPuxJ/rV4datkV3okQ0maXNJXWcw4U6mCnCgELmkzQaSkMdSg0lFAiQGvYPhDqnnaTe6W7fNbSCWME/wAD9f8Ax4frXjwrq/hxqn9meNLQMwEd1m2fP+193/x4Cs6sbxZpTlaSPfqKTmiuA7Rc0lFFABRSZooADRRSZoGLSUUlAC0lFFABRSUUXGFFJRRcAopM0UhoKKM0lIDkADSipioxUJ61ZA4U8VHTwaBDxSimg8U4GmBNGcGri9KpR9auJ0pMZIKcKaOlOFIBwp3amClzxTAhk600UOeaaKYh4paaKcOlMTFFWYWqsOlSRNg0Ai8OlLTFORTxUjFHSlpKWgDg/i1P5fhOGPPMt0v6KTXiFet/GWfFnpVvnq8khH4Af1ryOu6ivcOSt8QtGaKQ1qZBmkzRRxSGAopaQ0wOx+F9z5Hj2xBOBMksX5oSP5V9BV8x+E7n7H4t0ifdgJdx5PsWx/Wvpzocelcdde8dNF6MwPG99/Z3grV7gNhvs5jX/ef5R/OvmwcYA6Cvb/jFfeR4VtrMHm6ulz9EBb+eK8QzzWuHXumdZ+9YM0opKK3MRwNOFMWnntSADTaWkoGLk0oPFMpwNAEimpIZXhmSWI4kRgyH0IOR+tRCnDg5oEfTumX6appdpfxkFbiJZOOxI5H55q1muF+FWqfbPCz2bHL2UxUD/Yb5h+u4V3Oa86a5W0d8HdXFopM0Zqbli0ZptFFwFozSUlAC5pM0UlAC5pM0UhoYC5pM0UlSMXNJmikoAXNJmikoGhc0ZpKSkBzRPFQE81MelQHrWhA4GnioxTxTEPFOFMFPFAEiHmrkZ4qkDVqM8UMCcU4GmdqdUjHg0MeKaOtNkbimBGxyaBTM80uaYh4pwqME0/PFMB4pQcGmA07NAi5E2RUwqjG+DVxWyKTGPpabS0gPHvjHc7tb0+3HSO2LH/gTH/CvNhXa/FWYyeNZE7RQRoPyz/WuJzXfT0gjiqayYtFJmgmtCANIKKWkMB1pW4FJ0oY8UwFikMMqSjqjBh+BzX1fDIJoklHSRQ4/EZr5O68evFfTXhK6+2eD9HuGbl7OPc30XB/lXNiFszeg9Wjyv4wan9p8T2tgrZSztwWH+25z/ILXndafiPU/7Z8S6jqAJKzTsUz/AHRwv6AVmVtBWikYyd3cKKKKskUU6kFFIYUlLSUAFApKWgBwbAp4NR05eKEB3vws1T7F4r+yMSI76Ix+29fmX/2YfjXttfMNheSaffQXkJxJbyLKh91Oa+mYJluLeKdPuSoHX6EZH86468bSudNCWliSiiisDcKKSigAopCaM0hhRSZozQMKQ0ZpCaQC0ZpuaM0DFpKTNGaAA0lBNJmkAuaSkzRmgDmnPFQ5p7txUQNaEDwaeDUYNPBpiHg04GmA04GgCQHmrUR4qoKswnihgWhS0zNOFIY4VHKafmoZDzQhDadTRS0xDhTh0pgpw6UwHUtIKWgBwODVqF8iqlTRNg0AXAeKXPFMU8U6kM8A+I8nmeOtS5ztZV/JFrlK3/HEom8baw4/5+WH5YH9KwBXfD4UcMt2JS9aMe9W7TS7++hkmtLOWeOM4coM4ptpbgk3sVcUVO1ldocPaTqf9qMj+dVzkHkYoTT2E01uLSN0p2aRsYpgNBr2XQdd+wfBGa6D4kgjmtoz33M5C/8AodeM1ujWyvgT+xA53PqXnlf9gIMf+PfyqJx5kkVCVrmKPlUD0GKKQ0oqyRaKKKYhwoJpBS0hiUlLRtOM4pAJS03OKdGGlJEalsDJx2FF7ALSg0mcilFMCRTg819B+BL77d4K0yQtuaOPyW+qEj+WK+el5r2H4R34l0a/sCfmgnEgHs4/xWsMQvdua0XaVj0bJpKTNJmuM6x2aTNJmkzQApNJmkNJmgYuaM02kzRYY7PvSZpKQmhgLmgmm5ozUjuLmjdTc0UCuLmjNNJpM0DQ7NJmm5ozQBzEjUwGkkNNBrQzJQacDUYNOBoESg04Gos08HimBKDU8J5qsDU0R+agZdB4pwqNTkU7NSA4nioGbLU9m4qAnmqSE2PBpwNMBFKDQIeOadniox0p/agY8UoNMBxSg0wH5p6nBqLPNOB96QF6NsrUo6j61VhbirAbGDSA+avEUvneJNUlz966lOf+Bmr2oeDNb0zRLbVp7Um2mTe2zJaEHpvHbI/+vXpGl/C+2t/ED6nqN4LtPOaZLcR7VJJyN2Tzj0r0E4YEHBzwc966XWtaxzxot3bPluGLz2YBgAiGQ/QdcV6j4M1XRLPS0hS8giI5YSOAcnuc11HiHwf4ebRtRuY9HtI7nyWdZETaQ2OvBxXH2PgzQ72JXmtcFlDZVyOtROcZ7mtKEo7Gz4n1nw7JpciNqlo7spAVJNxz9BXjBZjKfm+UcV7PZeBvDcFuxGmxySoeWkZm/TOK8x1rTGstYlttgUMxKAdPanTcIu0QrRm1dmOScU09a0NV0bUNEuvs2pWslvL1G4cMPVT0P4VnHrXTdHIB6UijmlPSlQcUwFFFBFKBQAUtFFMBRShS3QUgGTxU6rtX3pAMEfPNSYoHrT443kkWONWd2IVVUZJJ6Ck2BAYVY9DzVi0xGjFRgFsflXquifCrT20yF9XkuheyDMiQyhVjz0Xockd/evNILTytTNuy/PHK6EH/AGWIrGU1NNI1jBxauWbPQItQuQpneAt3AyPyrtdK+GmlLtlvrq5uwOfLGEQ/XHP61j2UZhnB77a9E0u5WS1UjkEcis3KVrI6I043MC58AaLe63DiKW2gdSpW3YKM446g1teF/A8XhfVLi8g1KaeOaLy/JeNRjnOSR1/TrWxHHkJKgzsYHFaW7FYKctYtlShHmukPzSZpuaTNIY7NJk03NJmgBxNJSZpN1Ax2aaaQmkJoAXNITmkzSE0MB2aTNNpKQx2aTNITSUAKSaMmmk0maQDs0ZpmaN1AzlnPNIppjHmhT71qZEwNOBqIGnBqAJgacGqIHNKDTQibNSxtzVfNPRsGgDQVqeGqBDxTw1Idx0jcVCDzSSPzimBqYiUGnA1EDS7jQBLmnbuKiDU8MMUASg0oNRAinA0CH5p2ajzS5FAFiJ8GrYbIrOVsVcjbK9aQywGpQaiBpwPFIZFqMJutMuoF+9JEyj64ri9DbdbyIeGTjB7Cu6BrkiYl1fUDEu1fNxwO+Of1zTSuxxfQvwkh5FBGGXIrzLx7C4ls79QMRsUcDr65r0mNwGV8e34Vzuv6YL1ZICMtIT5fHqMVT92SZppKNjv5rS01TT1hvbaK4hdASkqhhyP0riNW+EmjXbNJp9zPYuf4MebH+R5H513VsClrDHkEpGqk/QAVLuoUmtjBxT3PF7z4P63ET9lvbK4XtlmjP5EEfrT/AAv8NdSTxHEmv6ZnT1R2ZhMCrNj5RlTnr/KvZc0Zq/aysR7KNzgtY+E2kXgL6bPLYSf3D+8jP4E5H51xOo/DDxLY5MNvFeoP4reTn/vlsH+de6ZoJpKrJDdOLPmSTSr+G6+yy2VylxnHlGJt35YrXuPBHiK100302lzLCOWHBdR6lRyBX0JuOc96TODVOs+xHsV3Pl9cdFIJPpXdeEfh7daw6XeqJJbaf1CkbZJvp6D3/KvXVsLJJjMtnbLKTkuIVDZ9c4qzn3olWbWgRpWd2eeXvwlsJbgvZalPbxE8xyRiTH0OQfzzXQ+HvBWleHXE0StcXf8Az3mxlf8AdA4X+fvXRZozWTnJq1zRQinewteX/ELQYtKvofEltH+6ebbeRr6t0cfXHPv9a9NLYrn/ABm4XwpeuQGC7CQe/wA4H9aUXZlNXOChKPLHKjBo3GVYdCD3rqdDYojoBwOa5e70ZvC93aQK7yaZeqGgkfrFLjJjPseorqNFkVg+chjyv+FbJXWgk9TprWRmiGfoR7Vc3VQs23FgO9XM44rGSszV6q4/NIWppNJmpJHZo3UzNGaAHbqN1MJpM0ih+4U3NMJpM0APzRnFR5oyaAH5ozTN1JuosA/NJmmbqM0rAOJpM00mm5oAfmjNMzSZpAcqW5pQaiJ5pwatjK5NmnA8VCDTwaAuShqcGFRA0oagCcNTlbmoQacDzTGX42yKl3VVibipS3FIBrtk00GmM3NAagRKDTgfeoQ1ODUwJc08Hiog1KDQBMDSg+9RA07NICTNOBqINS5oAlzx1qzC/FUgeKmifBoAvA04NUIbinBqBkwbFccjjzJZV6M7N+tdYUeaKVYzgiNmJPYAEk1yYQoqqMAYzinFajjYteZiEOP1qGSQNdRY5wufxqJ2fYRzVdLqAalHbeavnumVTuQO9azQ7qzOzsnJgXNWt1UbM4gUVZ3ViyUS7qN1RbqXdQBLuFJu4qPNG6gRJuo3VHmkzQO5LmkzUeaXNIB+RRuFR5ozQA5jmsDxmC/hHUlHJ8sH8mU1umszWIPtVjLA2SrqVYD0oS1BkGpWltrugmylYKJY1aNx1jcAFWH0Nc5pryRxqZgVlQ7ZQOzDg/rU8V5JZEIxO1eADUkDRXF9dOOkiq2PfoT+grakmtCG9bmxZXQWUIM7s9hWqrsxO7k15F4t1q9tLu1t7eYoEPnhhwdwOF/Cuiv/ABrHceDU1W2Yx3EuIG2t8yyfxAD6c5p1aTvoaKpGzTNW78a21prr2bx5tIz5ckw6q/c47qOAe9dMsiyIrowZGAKspyCD3FfO15fT3RJmk3biWOTyfr616B8NNeuZWfSbiVWt0Qm33feBHVR7YyamdJpXMYVbuzPSt1Jmm5pN1Ym4/NJmm5pCaQDiabmkzSE0BcXNG4CmE0hNA7j91GaZmk3UAPzRmmbqN1IYpNJmkJpM0AOzSZpuaTNAHKZ5pwNeEUV2ew8zj9t5HvINPB5rwOij2HmHtvI9+Bp2a+f6KPYeYe28j6CBGKUH3r58oo9h5j9t5H0bC3FSO2BXzdRR7DzD23kfRRPNKDXzpRR7DzF7byPo0GnA184UUew8w9t5H0iDShq+baKPYeYe28j6UDU7NfNNFHsPMPbeR9LZpwNfM9fQXh1v+KY0n/rzh/8AQBUTp8vUqNTmNcNT0fBqANTs1Bpc0EfIqTcKqRNU27ikO5wHiDxBeatrV5olkhQRZiD7yCW4yxx09qp6N4nnF6+katt+0o5jWQtwWHYnuffvWdLoet22r6wRcW7vIGU3csqrncQckfwnGBkjHpWXHpcf2qFdZ1a1iiEZlke3kEkyqo+Vc9Mk+/FdsYRsrHNzSTuehXt6tsY4yy+dMxSJCcEnHJPoFGST2rgZ9els/E0l7Zt5iqx2GZeSMY5A6eoHai5k1Oe4m1UkXEEVssHmA/6tXHcDqcdcetYggledQu6R3OQFHNNxVhOcnoe6+FdWOs6FDduFEuSkgXpuHp+lbW6uI+H1lqWm2NxFeRqsExWaL94CQSMEEdu1dnurikrOx0RempLuGKXNRbqXdSKJM0ZFR7qMmgCTNGajyaQk0ASbqN1R5ozSsBJmjdTN1JuoAkLVFINwIpd1ITQMwNT08SIzKMGsKwZ4b5kkJAx/Wu4kQOuDWBqmlbsyxjDDkEVpTnZkNHCeNrWIXME4mXdtK+Uf4h1yPpXGK+8kAEKOgrpPEMWq6jq0UMqLEFO2Js/Kc9WJ9fase50m6trgqYvOHUPFzu/CuzmTOd3b0KDv8x6Z6c9hW/4V0zWb7U47nSI8PbOHMznai+xPfPpXb6Houn3GjrBf2UbCzULLOwDI2eRhhzn6eldXpllaaZG9lZw+SiNlo+oBI9e+Risqk2omqo9Wy9C0rwo00YjlI+ZFbcAfY9xT8+9MzRmuI3H596M1HmjNIY4mkzTc0maAHZpCTTc0hNADs0ZpmaM0DHZpM03NJmgB5NJn3puaSkA/NJn3pmaTNAz5looor1DzQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvf8Aw63/ABTOld/9Ei7+iDpXgFfQGhwvB4d0lH6mxt3/AAMasP0NY1ldGlLc0s8UuaYDxS1gbFmJuanYkocHmqcZwatKeKQ7lPXra11iwuvKgiguJRb2rAKGZoVyWJ9RuOaveFvhx4as7mPUGs1nt7QlYzOmTNN3bHQgdh6/SoniWTnv60+K41G2VVt7+dEUlgm/IyepwauMrO4PVWKXiDRf7IH2mDTbJVuJJXhtoG+UknJMi9Py4xxXnjaHdab4msJrJhcfaAwuUVdqR8849F9PpXoYtrjLfv3w33gTkGnW2nRw84purJ6PYdorZak9jGYoADVvdUY4HFOzWYD91GaZmlzSAfmjNM3UuaAHZozTc0maAH5ozTM0hNAEm6kzTMmjNAyTNGajzS5oAdmmsAwwaTNJmkBnXWjwXDbiozVVfDlsrE7FyevFbeaTNPmYWRRh0yOFNi/cyTt7ZPfFXURY1wAMUZpM0m7jH5pM03JpM1ID80ZpmaM0DHZpCabmmk0DH5pCeaaaSgB2aCabmkzSAXNJmkzSZoGOJpM0maTNAh2aTNNzSE0Bc+aqKKK9M88KKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr3/Q5Xm8O6Szn5hZW6+vAjUAfkK8Ar3rw//wAi1pX/AF5w/wDoArGs7I0p7moOlKOtIOlKv3qwNiZF71YXgVFH0qUdKQx2RS5ptLQDFopKKAQ4GjNJRQMdmjNJQaAHUU0UtAC5ozSUhoAXNBNIKO9AC5NGaSkoAdmjNNo70gFzSZoNIaQxc0mabRQA7dSZpKSgBaM0lBqRi0maSigYZoJpKSmAuaQ02g0gFzRmkpDQAE0ZptFADs0mabSUhjiabmkooA//2Q==", "path": "029886.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029887
Women Tops & Tunics
{ "bytes": "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", "path": "029887.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029888
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAMAAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDrMYpDT2FMrGx5kaQU6kFOppGnsxMUjGnUw1aQcliNqjIqUimEU7E8pCQabtJNT7alggMkgX1qoxuzKp7sSfStN89/McDavXI610IXAAAAHbiiGEQwrGuOPSpsV204cp5c1zMi20oGeoqULQVrW5DgR7aOak20u2i5DgRYOKUA4pxWjFDYJWG8ikI4zTqQ0IGzH1i1EkQnQfOOtc6JPm5rs5VDxujc5rh5/wB3Oyd1ODWVWPU6MHVtLkLayVMslUFk461KsnvWNz1LmgkhqVXNZ6yVYR/ei4y7vp4eqoapA1FykTh6dvqHdSg0FEwanBqhBp4NIZNupd2PSoixHas661N4mYRxhkGQWPahuw0m9DVMoHTB9hUEl8IVaR43Ea9XwNoOcVxOo+M3jnkt4YVLjOWXLhcfTp+NZOoeLtQktxau6hWIA8sde+D75rJ1LbHTGiz0YavZSKkn2mLaMknGOfxqzDewzf6qVWUDrXh1xqksudpYAHay8kirOkeJL3TLlQx3b0wdoJ3fT2qFVZbwzaPXbnXrK3cxyTpHhRnd19apP4x00rlGmdScZVc/p1rzG8vYrnzLhpJBI5JxIR8o9vWsaHUo/PzLNLEy4ACPtI9yT60SrS6F/V4Je9ue3QeJbe4l2xJKwCkmQqFx7YPP6VqR3ccqBgx5HcH+teJ2Etwkomt7ou3aO4nAb8D/AJ5rtdI8U5Kpcko7YykmcE+zdveiNZ3szOphla8Tui/GaYXqtb3EdxAs0ZO1s8HjHt9akLV0pnG009RzNTC1ITTSaLiFLUmaSigAJo3UlJSAXNKDSDpS0wFzRmkpaAFzSE0UhoATNG6k60negB26l3U3iimA7NBNNzRmgYZ5pkx/cyf7jfyp9RzH9zJ/uN/KgQxqYalYVGRXG0dagJ0pc0mDSihIrkQtNIp1FWiJRI8Um2pCKCKdjJoj21oaXHuuVJHQZqmBzWrpAHmMcduK1po466901gMdKdinAZpwWuu5wNDcUAc0/ApcUrk2GbaCpxT8UmSe1FyWiPGRTCOamxgUzHXimQ4kZzjpTTUnODxTSPWqTMpIrvjNcRrH7vU58dC2a7iQdK4TxEduqyge1Kq/dM6LtXTKyy1Mj5IqlGxNW4zwK47nvJlyM1YQ1UQ1YVhTLRZDVIDVcNUimgpE+acGqEE1ItBSJ16Z7U4dCc/hUJcIm/nPTFMe+hjt5ZjLsEYO8N2oukV1sV9X1a2020kmuJcRrn7vJJ+lcFqmt32qWg8sm0t2O1M/fJHOT+eadqWriSedAF3qQd2Mjnk1y11q8mxgrsCWLBu+QOPoOKykzrhDlRfbTH+yN/pBk53SNGfvY75qO4laSxj8k5j4bDcEAjdn65rGm1CY2whLnaqnjttOP1pLC6EkLo7HOQf1xmosa3ZatbTz3VpDhNjSOwGS3oPqelbMNtA8L3szW8ceAdmMlPpWU1wbSOEAjzLeQO49cc/yIrKxJIn7yVFQgA7j970PvRZD5mdQuv6FDiH7HIyckux6nHTH16ViXGkrFqEaWcjMsgDqjNkAtngn8KzYolTUArkscZGec4ro7e0SS1SR5lJGVCsSqqe2KBLuYP2OdYVZGKOrHzG7njPJ/Ditu01e90xkinfzHli3NHIN3ynpuHrjFX5fK8wzwDcGIwxXjgYBx61j6nYzJLPeqSGZwCcAlCAOnuT/AIVMolRkei+G/EkUqMcHy8gSDdnYfUe1djuGevT05z714LZ3c9pLDcIXRsAs0YCll/vDtXq3hbWE1Gx2EjzY1AVlyFce2aunLozDEU/tI6UmkzUaMHTg5I6+1Ln0rc5B4NFNpRQIWjFFOoASiiimAuKKM0hoAWkNJRmgYdKQ0UUANpcUhpKYAetKKSloAKZKMwyf7jfyp9Eg/cyf7jfyoEIwpm2pmWm7eK52j0UiLFJinEUYpWKsNAp+2gCngU0RJDNtIVqTbSYq0jGSGAcitTSSBOVrOC81atX8qdGq47nFXj7p0KingcUi4YBh3p+K3OBobilApcUYoJExScU6jFBLQ0jimEVIRTSKZDRHjFMZam2im7efanchxK0ijjPTFec65MJtVnK9A238q7zWbxbGwklJG9vlQV5w3zysx5JOSamrL3bEUaXNVTXQWMVajzxUKpjpViMEVzHronjNTqagXJqZQaZROlSrUKg1Oop2LHipFpqjipFHc0ykwcBkw/Axkt/dwa8/8Q+IppyyR4jjjyNwAzL/AI10Ou639nhuY1yqR8E/3yR0H49favKb7UBLIysoAH6Gsps6aMOrJr29H2eNFIHlDHytnII/WsSVi26RedoGfp2qKaZyT5mN3ZhzxUsRVY9/JYjA4qDcJMfKznPygmlLRtLKE+VSpJ9uOP6URwOxEaISEGD9B/8Arp5s5YnKIgyw+9/d9qVx2YzfPcTBXcxtJtUtjhcdSfwxTMzXIEyRJFGnyhSc4p8sClMEvuXhiB1qSKSMRCJyq5+6Qv6UBZlE3Eiys6ld3TcDkYq9b3zqq+a5YLyF6ge1MubTyxv2Z4zljx/9es4SsvPAPT5VxTEztLLUA37pnVvm/wB0Yxjj3HX8Klv5lFygLFoTwR0KADg+5zz+NclYXy29yGd2IHY9M1utKt7ASJACG3KR9KGC0J7vy/IQhGkUk+XIowe2cr2+nbmrXh++uNP1ImP7+QuQcqfYDtUFhcxbvs0h3MwyS2cH2NWJzHE6Bhm2Y4KqvKnsxPY+9ZvRm8dVZnqVjcC5jinXBWT5Wzxhh/PPT8KvYrkfDuoZj8gv+8BB2Sd2XkMT7jA/CuxC8D/GuiLujzqkXF2GYp6jmlC08LVmbG7aMVIFpcUxEW2gripCKaRQA3FIRT8U0igBhpKfimkUAJRRijFAxD1pD1pTRTATFLijFOAoEIBRIP3Ev+438jT8cUkg/cS/7jfyNADmFRkVMRTCKxaPSRCVpMVLikIpFDAKfigLRQZyCkxTh0oxWiMmJinLxiiimjmqK5u6dciVBGThh0rQC4rmIpTE4cH5q6C0u1uU64b0rW5wTjysnIpMU/BzijbRcloZilxTsUUXJcRhFJipMZo20XJ5SIj16UyVlijZnbaqDJPtUk00dvGXkYKB3NcfrOrveMYISRCPfrRciUb6Izdb1FtRu+BiJOFrKEZxVsx5PSlEfrWcnc6KVPkjpuV1jxUyofSpVj9qlWOlY3sRontU6p7UqripVHtTsMQLUqigDNSqtVYq4KD2pXYJGzH0+X3NOwAOac6BkZeOevuPaixSPNfG821Y4c8gF5FB7k/4V55OiiRjz+NdN4qupX1y5V5Q0KcDAwcY4rlpSHBkcnZn161yzep6NONo3GR4ZwAct2ArRMTCFd0Minr8+RmqdnZX2oOFs4CU9cY/WumsfAt+QrSsVb2JNYyqxXU3hRk9bFTS7ZWjaZiQv3WJ449KztQuiZj5TkA84Ar0u18JtJpy20qfKpJyOM1nT/DVJpGYMy1iqyvubvDtrQ80LSFhw2fT1pPMIOCAPbGK7u5+G9/boTE/mDsCK5++0G5suJ4ipB7D5a2jVTMZ0JRMsDzyokZio6DPAqaW2DIBty2P4v6UxImEhRjtPUD1/wDrVbjmKpiZdyElVbuPUVotTGxQFoMAFSrHorCrlvbeUpAOzPccj8KueXG+AHDwtwrHqfrTXmaL5SdpGBnsPTPrTCwiTyIz5UEx8gqcMR7/AP1q047hJAzYzHKgXBwcHPb2rHuGTzI5sEHJ3oen/wCqq1tJ5cDoSSoOff6j0qWUnZnV6fczWzrMjnFuctvOWYdjj0Hv0r1jTJFm0y2kGQGQcHtXjGj3iJqNtO7bVf8AdSkDv2P0xjjvXpHhHUS1ottIS3IwO6+1VTlZ2ZnXjeNzqhThSD17GnCug4BRRilpaYDcUmKeRSYoAZimkVJimkYoAYaaacaSgBuKQ06koGNxS4padimAwCnAUuKWiwgxTZf9RL/uN/KnUkg/cS/7jfyNNBcmIphFTbaaVrNo7lIi200ipSKaRU2KUiMikp5FNxRYzlISilNNzVWMXIWikzRmgzbuGcc9TU0U7RuChxioCaaad7GbipI6C21lSoEwwfWtGO5hlAKOPzrjd7DoacJnToT+dNSOd0pI7UMD0I/Og4HWuM+3TqOJSKia+uWGDM3/AH1T5iOWR2T3MEYJeVQPrzWXd+IYIwVhUu3YnpXMuzscsxJ9zTcGjmGqcnuS3l9cXrZmfjsB0FU9hzj9an25pwSi5pGny6or+VSiOrOylEdKxdiusdShKlEdPCU0hEISpFT2qQJ7VIqn0q0hEYT2qQLTtvNPC0FDACOQKz9bv10zS5bnGWXIj+taoXmvPfiRfMpt7NHwrDP1HrU1HZG1KPNI83vZpLqeSSYje2XkPvnpUen6fJq+oLGF2xIRyPT2psrkYA5cnP1PYV3vhPTEhhUEDc3LH3rzas+VHsUafPKx0Oi6NHa26xom0Y7Dr7mumtrNEUALz3IotY1jAXjitBF9MV5/vPc9BuK0QxYQBgAU+O3B5Iz7VMoA61NEBuqlC7JcrEa2WeQMD9ax9Z8OQ3kb/Ku49scGuqjI7YxUdwAVbC8+tbunZaGXPd6nzz4n8OSabKTj5M8HH3T6fSueDqyusmSSAGXuVH9R+le++ItHi1GxmR1AO07T74rwPUrZ9P1CQOhzG+Cf9k//AKv5VrRqX90xrwVroRGNpP5cxDQzdx2PqKszR7rYxsOW+UEc++az5HM0ElsMmRD8pPoKtLIZbGKbeVzgFh0Ug8fmeK6DlKa3KvHiQ4B/i9qdtAnIjYmNlIDVVcFJWyPl64/uj/69PgkIzhdy9jRYRftWChl5LDkY9R0rv/B98XuldQQXc7ieOe36ZrzuJvLlDr364rsvCtwUDMxjMQdRlvvMf4VH4ZP4VOzKlrFnrMDbolZVODzzU4+lQWzFo8nkcEH14qxXYtjzWO4xQKQU4CmIKSnYoIoAZimkVJikIoAiIppFSEUhWgCPFJTyKTHNIBuKdxRijFMBKUUYpQKpaiegYokH7mX/AHG/kaeAD1q1bWZnjldvuCNv5GrskrmMpO5G1NpWNNJrKx38wh60xqcabSsHMNxTSKeaaaLESkMNNNOamE0GbkFITSE00mkTccWphNITSE8UguLmm0Z4pKA3A0hGadjNLigEiMLS7afilAoHyjQtOC08LTgtMLDAtPC04L7U8LVITQzbShak204LTJsMC08JTwppwWrQrDAtO21IFoIoYJDdvHUD3NeQ+O7s3F/9obJjcBISeuBxuP1zXq+ouIbOVmP7sLlsd1HWvE/Et8b7WGIJKJhVBGAMVz15bI68LHqYVrD5+ppHgkIa9Q0XbGEGK830EhtTYnucV6dpcXTjp0rysQ7nt4dWidTatuOT0xWlGVArMthtQZFXQ2VrmvY3aJ93PBqaNjmqKt83BqzG1XGZLRfVzinHOOelVA+O9SLcAD5j+dbKZm4Fa6AGc14v8QNH+zassuP3cykZ9Cf8MfrXtk37zkAGuJ8eaWL3RmePmSJg3PapTcZ3G7OFjw5ndZULcYGyrUcgFtJbH+LJHp0qTVLTyiGVGGcEc9c1XnXEMLDrnJx2IFdyZwOJDOGXYxCsJEDjHUD/ABqJW2q3GeMj2pQTudSec5FLICVU9O2BVENFsRsEABxvGee/Fb2iGSPUreMuY/MwyoozhlUjn/vqufLEqoOcAcluv4Vr2dyY7SKVJGVklC+hIPY/lSYI9d0wuLCLFyxVRglDjke3f8627R2eNtzo+DjK8fmP/r1zfhbVbee12EBAP4WA6+34811UZUthQeFH0rpptNHFVi4seM04UuOKQCtLGQtGKKUUWFcTFNIqSkwKLBcjIpuKeRSGiw7jcU3HNPwaQ0AMIoNOpCKaQrjaeopuKetXFGc2PRC7hR3OK6JYBBp8ij/nm38qx9Pj8y7UY4Fb84xazf8AXNv5VNVkU1d3OVJpuaCabmpOq4pNNzzQTTc80CchSaYaUmmk0iWxDUdOJqMnFIVwNMNBbimk0mxXFzSGm7qTNTcEOzS0zNPFBQ4CnU1aeKC0AFOApQKdiqGxVFPAoUVIBQIaBTgtOC04CqEN204LS4pwFNCsNwaeFowfWnirRLExijjBz0p2KMevSgRieKJPK0O8JJULETn0HevDr1yVllcHc4IIz9017P46lkh8OyqCNj5Emf7nevF9TVobdI2/1mcP7+9cWJfvHo4SPu3G+G42kvBt7Hqa9W0kFQMlckcjPSvHbeSeBFW3z5kkhAx14rYt18QcMiSEv0yea4qlO56FOpyxPZhcoijDDjrUqXCsBzwe9eRW0et7sO0mc4I3d66CxutQtJEMxPlgjOTWEqVjohU5j0JGBYc1bRqwLC9FwBg1uwqXTOKw5bGknZEV1dpbruc4FczqfjWC0kKRRO5HfFa+rW6zJhu3Gc1yOp20FlavPJEJf7qnuff0rWm7uxErqNyGXx9qMkhSGJlyOhXBxVCW78QatbOr+ZtbkHGB+dcvLrV7NfCK3KRO33UhAyBj1OOcc0+DX9Ys7L7QQTbs7JuCZBPfJ7Ecfma7OS6OTn11Gahp93FbBbiMg4555znms+GMuwRjlCwyT2H/AOqtq21xdThZJFHmFSME571j7Da3pBH7t8g/1ojJrcc4Jq6M64iZFimA+U8flT1xKUK8gkdK257IyaXMBtYQTM2R/tAf4VgQM1vIoz8rHIrSMrmU4WZYOQJMgsqnjjkVPCxkt2UiQbG3ZPTPbJrS0nTbW6uXknxtTqqr9/NdXBpOnz6laNDALWRH/hOFcYIII9ec5pOqr2YKjJrmRzmlapLAVwWRlJLj+9gZ4+nWvVfCWsPqFs8c7BpEw25TkEHv7dOleW6zp76bqEyxgGW1mDrgZz/d47g8V2/gBY7ie4ljBCKiqTnqeSf51vT0kc9azieg0opopwrsR5z3FpcUgp1AhMUlOpDTAYRSGnGmHrSaASkI4pxpKVh3G4opaSqJbG45p602nL1P0rSPmZTZp6P/AMfJHoM1tXH/AB7TD/pm38qwtKbbdr7it64GbWX/AK5t/KsK3xF0NjjSaaWprPTN9O5ZJuppamFqaTSuK48tSE0wtTS9IVxzNUbNTWY1GWNSxCljmml6YzGmF6hsLku6gGot1KrYpXGiYU8VEvNSCmmUmSLTwOaYpp4plpkoFPApq1IKoocq08CkAp4FOwWFApcUAU7FMBMU4ClApcU0SxAKcBRinVSZDAU15EjXLuqr6sQBUVzO0QWOJUeaThUc4BHck9gOPzqu+kRTkS3zyXRIxsb5UI9h2Gee9O4HL+NNVtrrS/sttvnyTGxQEKu7gHn3zXl+rDzLiMY6qWP4Yr2LxjFBbeH44liGPPjIUDnAOc/hXkd8hk1AFl+8n3a8zEP3z18Ir07kWiRoFeUgbrckknrzyP50XXiK6jm8m1cbn4BHap/C8X2nUNTiwQpxjd2xgVNdeG4xqiMCoyOW/hzWbaT1OhQk46GTYa9evfRh7x1VgcOVyCccfmcV20V5eKbW11S1eKW5AEHmLgyk91I+X8OtWdM8O6TbsJJDbyOuNoCk/THNbV1pkN9GA9q7FRhC+ePp6VEpwZpCMolDQ3a31JrSXdtzxur0O3Kx2RyMMa437KyarbnIEhO3jp9P0rrHOLUkDAz09K5WlrY3d2tTNuR5zkHAGep6fj7VzfiLR7vVrj7LHJHDpsJDOSDumPUg46AY4rrIFHmZPf1q09pDK2R94inSdhT6I8wj8A6fLdNM84giLhxHlcKc5yCeRmr974XshpA0y3k3xKdxjiByWPcnv2rvxYxjnaDj2p32buEA+grV1JmahA8dsvAzafIzunB+7jqBWZq+mFd0ZB3fw17Rd2gPJX8a4zX9KWVSVHz5yDWXtJX1OiMYuNkcTokqyXItnAKXa+Uw7hl+7+fzflXM6jAbDUZIT90kFT6HrW3cW8lvNLKn34zuOO3vVbXf+JlJHcYAdl+ZR3YDk11wldnLWh7pLoFykdzEkj/Ipz/vD0/w+tehQW42GeF1dY3DrntmvJrZJYoI7nGIw5RX/ukc/wBa9N8LXwksVR3OHQIVPbBGD+PNTVik7joS91xZjeMZ2l1lLhFKttCsO2e4/rXZfDyWFdJeBIvLfO9s9WJri7y7TUfFE0YUOks/ljZ0OPlHH4Vt6PJLofih7VmAQAOp6FozwSB+H6V00G3qzhxKWqR6YDTgajGfwxgn1+tOFegjyeo8NTs1GKcOtOwDs0ZopDTsAE0w9aUtTS1AmxTSUmaTNIVxTSGjNJmmK4Uopp60oqkRJFi3fZMjZxg100h3WcjDvG38q5RTW5ZXXmadKjH5lRv5VFZXVwoy5ZWZyjtzTc01mzTd1QzUfmkLUzdTS3FSA5mqMv701mqF3qWyGSs9RGSoy56VEz81DkK5MX5603cM1CW5603dzUNiuWd9OBqDcaeDRcpFpW4qQGq6NxUqmqTLROlSiokNSrzVlolWphUSiplqi0PWpAKYop4poBwp3ekFL3pjYop2KQCnCmSJS9qWimiGRJHi4aVjkkALn+HHpRcTiLAA3yPwEPVj7+1S9M9x6VV+WNGunGZWGAT2FMXU5bxbbzDR5pbib/SGI8tBwEA6gfhivNNQYf2muCSQgH0r1HWLZruzluLqZfKVfvdAq/TvXk2qMz6y204KEgDPHFebiV79j18G/wB0zT8DwD+3NQXH3kBP/fVekR6XbvGEaNW45zXn3gMiTWdRYHJ8kHOMdW4r0+AgVxVm+Y9ChH3RLbToISFVAAAKvERQ5YKCcdTTBjqarXk4SJiegGaxNbXKVunmaqCDkKc4ro5cC0xjrzWJocQ2tPLwznj2FdC0W+AnIIHQVa2Je5khiDxV6LLxB16g1nuh87HT2pGlltyQhPTp61CumXKKZuwOrKQetTFFI4Nc5BqQ3YLEP3U9a0kvww4OTWvtFYzdIkuUDKR6Vi3dnHKrDHJFacs4bGDVSVxxjrWM3c1grHmOuaebe+DKoywI6cGuXnhSK4ePafLPA55Fem+IoAyb8DKnOa4270/zbiVIkJLEFD7YrSnKxNSNzH023lnstQsBGsih8hs9CQM4H0xVvRJ/K0m5vC4TYjEL3Y8D+tT6LJDb3hguf3TFxubpyOmfWsF7xPsUFvADui/12enP/wCqupe8c8vcVzofB1j9p8Qh5cPHHHuyTjB25yfx6+9dFeiM+I45o3aRbSMsMD73PyjH1LVymiXJsHkmyTEi4kUNy+TlR7jOM+1dl4b0+eW8+3XgKb3D8jG7P3fwGDXZT2SR5lXrJndxqURUJyAMH3x608Z59e1MU4/AfMR60oJz74z9a7Fsec9RyNkDJ5BwakBqtaussXmjOHO4ZqeqAfmkJoppNAmITTCeaVmpmaCLjqM0zNGaBXHZopuaKBXHUUgp2aYwGc8VPHOYlkcf882z+RqEc0SDEE2Omxv5GmndakSjroZbCm1I61GQawZuITUZNONMPWkJjGqJycVK1QvjHWoZLIXYioi/vUrCoSvNZMgA1OU+1MxThxSAkBpwbtUXeng80hpk6HFTqeKqqasIatGiZZQ1YTrVePpVhOtWi0TrUq1CtTLVotEi08U1aeKYxRThSAU4CmNiinCkxThTJCiiimiGBPFVZ4pJIgAAcoRj3xx+uKtd6aVLNg5I7Ad6b2BHHeK7kvptrYRx+ZcXY8uML1A6Ofw615Zqq516YRkEoC2R0I6bv1PFek3JfU/FLTRqxgt4zGHjbDHk7gD29Mn04rz7xHHHFrUs0ThVwE+Tovqvv9a4a6u+Y9LDO0eUseCrhbbW7xXP+shXAH+y3+Ar023uMquTXh1vdtpHiCGcFlhUbGJ7qw5P4Zr1G21AFQ2SQea4MRE9PDO+h1wmGzk1h6pqKlHRSDgGqM2rOwKR9apODsbJ3SMORXOkdTVi5b+IRDcIN7Ybjb2FdB/bjfZWI4YcgetcC4jhBDOM+nUiprKeWd/KWbCE9SDWtiLNvQ6d9Zu5F3CAMepBbH9K1tNa4vgs9xGYVUYCbs/jVHS0s7Nw8js5x0HH860pdbtE42OB6cfzqXF7lNS2G6tZi4iMkWVlH8Q6mufj1ma3k2TIQRxz3rTuPEthGSGSTH4Vyus+KtDmk2bnWTgqoTrS5ZMaXLudZb6ok4wGGfSp/MJ71zdhZzxzDcrKPetwAg8ms5DsQakolt3z6cVw99rUekum+MvvYdOuemfzrubvHksK8s1ySM69ZRyHK+Yu88YxuGevFbUI3ZhXk4q5HPeRXkJRM+ZE5Ekp9W5WqbxRzsJDhJR94Do49PrU2lfZ59Z1BVixHNHLHH3G/wDgNUY2ZF3ZUuOPvEhh+P8AI128ljgVTm0ZqWJeG4F2ELCI5yOkfYZ9RXpOmX6yQ/unVBMMbWbCE+qn+E+o+nNcjochuI98IRcW+wxsM5JbGPYV01voDfZ/tOlyBJmG2W3uBuRv9kjt/wDXrekmjlrWfunVRXsjQo0ttN5n8QCA8+xzTlFxckeaohgznYPvN9fT6VzVrqU+nTeXPHJZhmwYpjmJs/3XGdnsDiunt5xNGHHTspO4D6GupSOKUbFsH5RThUIc4FPDZ71SZFiXpTSaTPvTSadxNCNTc0M1MzRczY7NGabmjNO4hc04UynA07iHZpwplPFADhRJ/qJf9xv5GgGiT/US/wC438jTuBQcVERVl1qMpUNFJldhTNpqzsxTdlTYdyuUqExg1dKU0p7VDiJlFoxUZQVeaP2qJk9qhxJKRTmkK1ZKUwpzUNBYgCinBal247UYpWBIRRip06iogM1Mi8iqRaLMfarCdagjqdOtWi0TpUy1AtTrVFXJBUiio1qVaZSY4CnYpBS55pg2ApaBR3pki0ZopuaBDiapardGz0u5nUgMkbMue5AyB+J4q2TWP4m50bbkqpuIAzAZwPMXj8en40Ma3OS12ZvD/h60YAiW5jyzR9dxO4k/nj8K4C+UXFzICx/efOOeBn0/Ouu+Kdys2r21qr5+yQebtXoCSRgn6AVwV0220iZdrGNiOnYcE/rXFVV2enR0VyPxBai3vGVjvhEafOO+EA/TFdN4Z1L7VpsaySbpImCMfUetcrqEjXFpE4G5Yk2ZH90nPP1JqDw/qTWGqiFziOY7G5+571jUheOh0U6nJO57YmlB0E0XKsK4jxhd3mhSoDGTHMMpJ2x6V1fhzWjbSizuT+5k+6x/hNaPiPSodVspLeZVdc5Ge3oRXDH3Xqeg5c6sjhvDsN3r8ebZQXClgT0GO31rrtB8J6ne/fEdsGTfG0inLDP1rD0GxudCu2+wzCMeYG8qRcqSPT0rrYdd8QxvmIWTjJ4YlSo9BxXVHle5P76KsjR0zwZPPFML+7ZJVYoqrgc9jzVq28C2qfZXu5HkIb96jnGfpjHFZkGv+IzKyyT2g8wZAEOefr60y80ue9R7rU9SluUEgkSCSQlY2H90dutaWgY8tdvUk1XQfDitMVnRszcqjZKALnb+PX8axtB8IWUl2t9cQI/lE43DPPap7e1M04WFNsZbcce55rr7eNbe1VAcEcZ9awnLWx0ODpQ97cy7mDE+cZPeqrqFycVpTHLM5zWXcyYB/SuN7ji9DO1GUJA2K8tmxceKucFUSRgD/sKWH8q7/V7khSg+8RXmVrM8mq3NwvOwSKB/wEj+VdeGVnc5cS9LFjQXD+K9LjjAAa6jHtuY5P8AMVnWUJuZREpG5yep9M/rUmjKU8RacwkMTLMrKWHBwas2dsY9dkhRQu2XaNw6ZOD/ADrsvdHElZ3Oi8GM0d2Q8bSZyWAGWAHfFej208EmoGW3kVlmT5gvRCv+Of0rzMQTaJ4gaBZmBgmXEh5PIGP58+o4ruLS4i1hoQ6GC8RWEoTgqOMY9jWtN2OeurvmN4LFdwMJEEkDnow7dqLW2Fk0kUQxb43YJ7nr+lRRvLCQshV4ugdRjb7EVcB+YZFbpnIyQZBwaeCahU8VIDVJisS5OKaTSZ4ppNMloGPNMJoJpKCGh2aXPFMzSE8U7k2JATSg1GDTwadxNDxTxTBTxTFYcKWT/US/7jfyNIOtLIP3Ev8AuN/I0wSI2SmeXVsoKbsoGVvLppSrRSmFOaQFYpTCntVorzUbLSaAqsntUTJV0pxUbR1DQFFkpjLVtkqJlrNxArFaAvFTFaTbUNFJakYWpFTHNPVM1Kqe1TfU3jSuJHU6U0JmlAKnpWiYpU2idKnWq6mplNWTYmFPWowacppoZKDThzUYNOBpjJOlJSZzSUCHZpM03NJmmA/IqG6t0u4DDJna3OR2xyD+FPzWTrfiGx0OJWuZ0V2PCZ+br1A7/SlJ2Got7HlnipzcNe3Upfzo7owjP8S7Rk4HOAMc9OtcnclV05VGVlSQL8vQo3P9BWj4j1EXuoXRtpHaFrgyRBhjGQM5/LpWWsYkhw2QmfMb1AHYfiRXJN6npU4vlLmntHLu0t1BFzCyov8AF5gJaMZ92wPpXJThklIPGCQT34/+vWhLcMbkOrNGwIZWXqnsP8as6xALyCPU44wpl+W4QdFk9R7EY/HNKOwSdzpPDmujUbXyZmxdRAZ/2gOhFel6PqIvrJUY5kX5W96+d7WeW2uFkicq4xg+teleG9d8145A+2UEB19feuSvS6o7aFa6szvbuz3SNgkHtmooYrtQQAG6bcjpWtCyXkKOME47VYjgUe1cyk0d8ZtGWIrqRgT8revp9Kv2unM4HnSFiBwBnFaEUUYYZWtO3SFVyQKq8noKpVZnwWiwsAi4B61cnYCPgc5zT5GXeSO1UbqdQM5pS0VjF3k7srTyYTBI96wdQuhGpyelWdQvVjBOee1c9KXuXBbJB7VnFdy1sZ15MTFNcS5Cqpx+Vef+HnkebAwWmV1JI4xsJP6V33ik/ZvDl4RwTFhfzrznw/eG31OBCwUNIqqT0GTg/mMj8a7sOrq5w4h6l+x/ca1aWd1GrASKEY5yvoR7VseS8XiOPzG8wSz+YrDoBkfyqlZTx3+rwRuuJIbnCnuPmPy/T0+pqK0vZ4dehuN4WIyAFTyDwcf4fjWy7GEtjofEUTzeLTOwG1rqNeT1UICM/XoK6nQUMWpRt1DwtHvz8x2nIJ/76x+FYWp3Ec0l9Ft2sWjmzjO1lRTj8xiun8NqJbAXrOGllGGXH3Mdvr6/hWsUrnNUb5bG4QGUgjOaeh2qoDZ+tR04YAxWtzlaJw1PB96gBp4aqTETZ96Qmmg0hNXcQE0mabmkouS0P60YpB1p1NENCgUopBSimKw8GnqajHWpkFO4KJIozTpF/cS/7jfyNKgp8g/cS/7jfyNFylEcVpu2piKQrVE2IStMK1PtppWmKxAVppSpytNK0mFiuUppSrGymlamwWKbLUTJ7VdK+1RsmaloZSZfam7asstRleayaKS1GotTqmaaq4NWIxzWMjtw4wJilKZqbaOtIwpRZvUhoQAVIDSEUCuhO5wSViVWqQEVCOlODcYp3tuJK+xKGp4NRhSaflB161lPEQj1OiGGqS6D80Z96j81ajeUL3FY/XI9jf6hLuTE0Zqn9rVc5K1i6zqU8EbXFrLNn7p2AYX0IBH55rWOJizOeEnFGrruprpOjXF4cb0QhFJ27mOABmvMvENsNJ05Zb2YXOvXJDbHOEtgR1I6FvfsTxUfiXxretZrYTtBJIrCQOV9PUdK4ia5vdbu3uJ5XfDZaRzkH6ZpTqp7DpUWtWSpEs92xZy7kkbO+AASc9gST1pLmdI4UgQltvGUOAMfz/8A11BcXiQJLBaN8rkb5D1b2zVaP96EULk1la+p0p9CEQvIxb1BNaUDTRWUwSNZFk+WVW6YHQ/Uc4PbNXoLOJbbJ4Y4z7Ac1HdsttIwQDDQg/qaYmrHNTRKXO0sOe/Xj1960dOupLaZJV4IIBX1FMvIdsxx0OKktYPMPHHvTceZGSnyyPU/C3iSGVFUyAN0IJ6V3cNwkyBkYMMdq+fIlmtJMqSpznIrqNG8ZXlgdkg3j+lcVSk7npU6ykj2EPxxUqzkdG4xXFW3ja0uUwd0cnerLeJ7cJgZd8cYrF3RtddTq3uUVC7PXPahrEZLKjZI9Kw7jUrq+4Ztqei8VAELNipt3GiZppLqXcc/Sr8UACZIwetNsrX5gTV2YBVI/Cp1bKT0OJ8fSldAYD+J1X+deXoSjK6n5lbIz7GvTfiDhdCQn/nuo/Q15kMZ46mvRw+kTzMTdzOqsEgl1pJImKyRYkYkZVgQPy5zWjYaX9pW6DgqhtmK8524I4NcvY3cqrLboRtlIyw68dvpXoej2so06SSUqrXDJtU9NwBOD7Fd3t0q7O5m5JK7KXh53u5JmmdfPeMwEk5O3ZsVvqTwfbmug8H77SSa3Z8w3I8+FT/CR8rD9AfxrBayXT7VNWgRwhd0ZVI3BSxwMeu3Az2HPvWzY3AUWssT58i7BByCBDIPb3U9a1W9zGesTss04GogeAc5FKG5qzmaJgeafmoA1PDcVSJaJg3NBNMB4pc1VxC0d6bml3UxMdTgaZnNLVJkseKd3pgp4NA0rj161OtQKalQ0rlJFlO1PkH+jy/9c2/kaYnapH/495f9xv5Gi5SRKaSnkUlbGA0ik20/FNoCwwqKbipTTMUBYYRxTCKlNMIpBYhK0wipiKY1SwRXZaiK1YYVEwqJFJDBUyVFUqHpWM0dlB2ZP/BTGFPB+WmtWaOqbuiMjimdDUhHFMPWt4q559TcUVIMIMmoDIEPvSbyxxmuDE4h/Cj0MJhftSJzJnpTTn3xUsS56inuoHavNbb3PTVkUn3diarySETeXzkDOa09oIGBg1WmjBBx0B6+tLXZFJ6mbPMURucd8n0rz/xHrTPKIouwzuPQD+99R2rsvEUxtdLZ1HLnYAepz/8AWryPVbhri5WJXyu8LkcZPv8AQV10IN7nPXqJKyM24laR9zZZS3zOTyxqpNdsB5cbbFX+EdKfqEgjVRHxxzVJULDpgHtmu6yOKTYoBOB261esEJnUHjHcGqgB5GO1X9OK7mYjgcfWh7BHfUvzTgFIugAI3e3fNUriQsTIeVYhR9BT5AZZ0jXmRzlk9B2/SnmJZr8L/BEuXA6E+1NClJEU8DNn/dFW9OtSUHHFWHiJbYcDCqPrxzWvYWeFAxxVpHDVlqRR2YcYZcg0h0Jwd1v84H8J61vQ2nA+WtCC2GACOfXvTceYyhiJQehxywtE4VkIbPIPWt+wRWTngjsa3GsYp1AliVsd8YP50i6LGmTE5Uf3TyK46mHluj1KGYwekyqseR8oFXbe0ZmFSR2MsfUBx/s1qWiqoBZdvsa53Rn2O1Yyk+o6K2EUeT2rPuJg74xjnoOta0770IQgZrLOmu5LSTkZPRR1/GhYabepDxtKK0ZxfjuCW70gW8CM8olV9o9ADk15dH69x+le/wBxYRpE4iTHynOTnPGK8FuoGtLmaB/laOXy2/D/APVXdThyRscMq/tZ3Ol8H+H5tY1HCgCJAGkbHQf/AF69K1dBaWd1cRMVjjKRDHU4BRh/49Wf8OVitPDAeNQ887FguRuY9h9P8a15ylxrNrpYAfygby6I+6SeAp9M5J/Ct4qyuYTk3KxYGkWkmnxWrYkga3WFyf4gFAB+tchFbzab9usnG54VK+ZjG5Cf3f5fNXZwg6dc+RkC0Y5hJORETyVJ9PT8q5WW4N3f6lKgOxyiLuPIRSc/zqZDhq7Ha8A+mP1pM800nAHH0zTe9CZD3Jg1OVqgBp4NUmSycNinbqhBpwp3JsSg0uaaDTqtCY7NLmm0tO5Nh4NPFRjmpADSbNIocDUyZzxUSDJqyi0rmnKTRqcZqVx/o8v/AFzb+RqNSelPkP8Ao8v+438jSuUolg02gmkzXTc47C0lGaTPNAWCmmlJptAWENNxT6aBQFhpFRMKmI4qNqTCxCwqJhUz9KhNRIpIYRSoeaDQvWsWjam7FgH5aGpFPFKw4rOx2P4Rh5FRu21SaeenFVrpsAJ69aqU+WLZzwp800mQl9zVZh6gkVVjAIyDVyIdq8ScnJtnuxioxSLigHkE0rYxnBpgyOlK5JAAFIl7jGOeRnFVJgrlAHK8ZP1q0BtxjK4bJNcr4g8S2OkJP5zrPLt4gVsn/gR9PamoOWw+ZIwPHWq+TLDDu3LFksff7v8AWvM2d5GM8h/dg4X2Hr/StDUNRudWuDNK/wA56heijHFULvKwSBWA+6Np69BzXpU48sbHFVlzMraq++eNiB80Yz2571QOPx+tXpm+02YkAI8t8fgen8qp+XlipPKnDVsYEi5C/eNXrKdIITIwDOB8ij196zZG/gzgDuKmgnSAEyKCf4U7D3/+tSHc01n+xRNPwbubv6A0yxdjMEUZy25z6+1ZgaW5lJGWZv0rq9B0pjLGqoXOcsapIyqTUVY27DSVdhJICSwyPat2KwEYG0cVahtSiKABitCGHHarR50m3uZ0UIzjmrsUGDxVsW6k5I/KneSR90cUzNoYqYHSpVXPagLzypFSqg7HFFxWBRxzmnqo+hpFXP8AEKdyB0pWTNI3XUCBzUbtgU4gnqKQxrjk07IbuQZ3kDGa8x8feH3tJ/7UghDQyH95gZw3rXqYAOMLg1HNbJcQvDKqSIwwyOMqRSaLpycWcP8ADPVbY217att/dDzg3cgjBx7jH05FdR4dhlktpdVuowtzfsJHVf4UGdq/hmuRn8OSeGNTmvYGYaXJC6fKOYSw4yPTOeR+VSX3xJijtillYypHHGMPMu0+nC+/r2p3sjd+9sbvi7WobCzNmSDLKu5sdUT1x9eKw/DNrLfQR3E/3ZpMhc/8s1/xz+lc3pFhqniXU3vJLeWUTNldxwox0yfavTtN02OxTO5ZJiNrOBjGOwHYVn8TNbqCsXuhx6/y9KSlIpOae2hhu7hThSAUtADgakBqOniqEx6mpBUK5qUVQEgopVQscAVajtDj5jSc0jWnQnU2K61MBmrSQxr2zUiqPQVk6yO2ngpdSoq4qdKmwvTbR5Q7VKqpmksI0C0sh/0eX/rm38jSCMg5okJEEvH8DfyNaKSMJUrbkxajcKjLUma67nmEu4UhPFR7qC1Ah+aM1Hmk3UASE0hNM3Ubs0NjFY1GxpWamE0gGtUTdakY1EeTUMaQ00L1pSKQcVDNIkqVIelMXpTiazOtfCMPAzWbM2+U1elfCms4tl/xrnxcrRsa4ON5XJ4wMDirUfUVWjFWoxyK8rqemywvAqN3CtnvjP4CpCQAcd6zNZuGttJuZFPzCMgfjxTW5KRyus6rd6oJUjuJILAOVXyjtacg8/N1UZ4yCM9q88Nm2sas6R7VgjbadvOfqe5+vNdZq0iWfh9CQQWi2oAfbJH4+tYFjqdvouh73cC+m+byl6hT05/Ouyne2hE2luZl/HFbXTCHCRE4HfIxzWVdRvPG7jou3DeuelbKwiWB5LgqhGGbJ9eSKbfvBJpxgswu9pFUnHbAwR9DXVFvqckrGJZsRDco4+Uw8HtkHj+ZqtwELEHex656irZB814gvA3D27f4VG9uxXdtPHQD+VXcxsUZMgimRwvK+0Ak/wAquvGUkJK5K9j0NaWk6DdXzou1o1bk/wB5vb2FO1yJzUUS6LpzTzCC3XfIfvy4+VR/WvUNH0lLOFVAyx5L+tM0HQ47CzVBGEPce9dBFEUOK0OCpU5mR+QFUYFPRMYqVxikXmgze45RzTwQD0pBx1pQaYxcj0/OjC+go3Um4UAIVXPpSMVH8R/OkdgPWmAbzwKCdxS/GQc0oBPXvSrHt5pR1zQOwoTAzSqM8UZpyctSGiOWJXVlfLA/erl9f8LW2t+WXKoYARCwXGM9m9c4B59OK65loSHIPHHSgak0zgY4PEGnxPuHmgKI2Nup3Mo44ToRjrtG7rXRaXqMd/bK2UDkY+VvlOOoHv6g8jjNdItvEU2NjFRtplozExhULdgvH5UJG3Pzbmb+lIM1ams5I2xHmQ4ztA6Cq+CDjHT1pO9x69hAKdSDpnvThyOaAYtKKQU4VRIo61Zt4DK2BUMSM7ACtiFBCgUDnHWsqlXlVjuweGdTVjo4liXaAM96eaSlrmUrnuKkkrISnrTQKcKTY0rCmlHFJSikhvVEimknTdby/wC438jSrSyn/R5f9xv5GrTOapTuimTSh6rl6UPXpnzVifdQWqHd60F/Si4WJt1Jmod59aUsaLhYk3Ubqh3GlDUXCw8tTSaaW96aWouFhSaZSEmgGpLFooopPYaJVPFK54pgNHJqLXZt7S0SC4bEZqigyc1avDtCjsaqRtz+NebjJe8elgoWjcuxjpVhOoqtE1WVbArhOtkjdM1h67MDaFCRtI+bNa5YtkL93P5V5H418YG+un0zTeI1YiSRTksfb2rSnTcmTKSitS1ql7bvp6yBRM0XCKfuq3bPrXFrbm4vxJcgGNTvkbIAOOigelT6dM9xIsUjosa43IDnec8H/PFN1CRiGEYCQ7sbVH3j2/rXowhyqxwznzu4ms3/AJiKoUAn5xwP4uap28jCSNgcbOSf9o9/yxUV8pW7diPkVtoxz9B9f8KvRACBERAxPDZ/iY9B/KtWQMihjyhJKg889ge314qxKYQ0YDBR80jE+xzj8+KfJAkKbieUXcW9c/4YrLnkE05hjG5pCBkenb9cE0krik0kbWjaQ18xbGXckqMfdHvXpGm6TFaouxAGwMnv+dVfC2m+RpkS/Ln7xfHOT2rpVQBRgc961ijzKs3J2GogAwBxUopAMGngcUzNKw1uRzTFwDUjDimgc0xMXrS8UuKTbSAQ4xTcE1JsJp6xDvQBEsfPIqXCqKdtA4pjDnFADCN3TNOCcU5eKfQBH5frT1TBzQDk08A0DFwKUDA4pKM0DHfjzUiNgc59qgYkc1LGSxXg4HNRUlyxuaUYc8kjQtYliG/q7/MzZ6H0HtT5rC0uMlogGP8AEtQRsQfrVhJSK4PbantqkuS1jPm0E9bebOOzVmzWc9sf3kTD37GunEuT6VJ5iuu1lDL3BreFe+5hPCq2hx/el7da2r/SVZWltCQO6VjhSDyPmHX2rpU09UcM6couxe0+Mcuav1XtF22+e5qeuSo7yPosJBRpoBS0gpag6Rwpwpgp4FPcli0opKKCR+cU2Vv9Hl/3G/lRnmo5ifIl/wBxv5UXE1dGcX5pweoA3NO3V6XMfLcpNuo3VFnNPFO4rDwfWgtQCKaaLiF3UbqbTSaYWHFqM1HmlBoCw/NFNBpwoKsxwpaSnCgaXQUClxSrilA+bHvSbQ1F3My+YmYJ6CoI8UXTk3L89DikjGK8XEO82e7h1ami/Efl4qTPy5PFQRcYqScfuCAeSQv61zJXNGY3izUH03w3eSRkGZoyqLuw2TxmvCre3ZQxuZWUOpUhOWb6/X1r1jx/Zxy6XHEnzSNMu525cjPQHsK8rmQpMDtVUB2jjPHavRw6SRyV3qXPO3QraWqLbwNgu56tjjI9+1WXWFomU/wjAUnJb3HvWHLK+wEk7nIOOwUdMUWsjmUAttXvz1rfzMC1fskkqgOxQYO0fxHuatWhSW5JdlXYhRQP4PQ49axpG+cuOAfu+1dR4U0Ce9tmupQUgJ2xjvIfQen1qrXMpTUVdkExluWFpaoGLc56BSP/ANf4e9b2geGUiYS/6yc8tIwwBn0Hf6109h4YtLWFAFOMcY44rbgs4oQBGuAK0jGyOCrWcnZBYWotLYRAdfmI/rVqlAwMdvSjFMxQfhT8ZpozTvmoGJtIFIRS5PekxQACnc8cUi9akFAMBTqQ0UCA9aTGTQabk0ALjFKOTQOaeAAOlA7CBad0FApaAsJnigc0EUDpQMCclVA9c1Ytcbjk8Y4quPvU63ctKwHY4rlxUrRsd2BhebZpKmadsx2NSQgYGalIrz1G56zdiqQV5pVlAOG4qYqD2qF4s0XcRqxKJlHSsq/t0LmWPj+8KsOWSqc8x2ketaxrtEyoKRcgXEKfSpNtQ2Momtj6ocVaK81rfm1O2HuxsR7aNtSYpMUWLuIop4FIBTqaE2FNp1IcUCEpk3+ol/3G/lTu9Ew/0eX/AHG/lQJsw8gdKcOaYByO9TIO1dnMfOWFUVIBxSqhPapRE2OlNTRLiR44pDUpRgOlM2H0qlJEuLRGaYamK+1NK1aJZFilAp+KUCncBNhFPVe56U9ULVegswMM/wCVTKXKbUqMqjKaQu/RTirCWRxknFXwoAwBgUY9KwlVbZ6VPCRjuVls0xyxoe0UISGPHJNWu1QX7GOwuGHXYazc2kaOhDocjKcuWPUnmnx9qhByfrU0ZANeZJ3kzqjG0bIux84p0p/d5A5IAVT1qJGHFV9Xu5LXTLudMbkiO09we1TFakSOL8Xa3atcTwoQ5iBUt/t46fhx+def6g4mmRIQMIxUsvcdR+PFWNVlMTBHf5mGXPc5/i/Hp+FZDb0kJbhl52j16f1r1KUOVHBVnzMkuQW+c4+YnB9PaobWJriXy17jr34qwYS52AHj+fWpbYfY1FwV5HA+taNmVtUNk02V7yK3RCxkbj6DrXtWn6fFZwWVogBW1tlDN23E7ufwYV5/oAQ6xbzsckldmehB6kV6lDEFV2OAGY5x3Hb9K0ijixUvfsNGSB6VIMYpOScnHPXFSKoqjkFABWkI4p+MU3OTQMj5zUg6UEUA0ANPNGO1OyKBQA0cGpBSYGaAOaAHHik5o6UUCDGaQKfangcUoGaBiKMU6jvQaBgKXIpBRtOeKADOTilx81IMZI7il70AIOSRRAMSE+9APDexp8WM1wYx7HrZbFNNmnC3yg1NvzVONsCpg3FcaZ3Nak+fekNR7sAUjPgZptgiC4GQcVkXDEcVqzP1rFumwTmspdzeDL2htukmQdBzWxisDRW2SSNnqdtdCMEZFd9OPuIlVU5WGEU0ipDTTzV2NVIbSnikpTTSE2JmkJpTTDSsHMOB5pJT/o8v+438qSmyH9xL/uN/I00iZSKFtZyTuEjQk/St608OSNhpTj2rftbCGzQLEgz/AHjVutFGXU8TQzYdFtYhyu41ZFjbgYEC1aorRRQFN9NtX6xAfSqNxoUTgmI4PvW1SYot2A4y60ya2PKkj1xVJoueRXfMiuMMoYe9Y2o6OrKZIevcVSlYhwucsUxQFqeWNkO0jBFOgi3yqD92tHJJXIpwcpWJ7aAINzdauDmgKB2pwFc0m2e3TpqC0ExQB7U8LTgtKxXMR7aztdfy9NbHVmC1rbaxPEj7YIU/vMT+VTP4QvdnNLgmplxnioYgB1qdFOc9q8yW50LQnTtWN4uufs2jMezNk/Qc1tpziuS8eSj7LHGx+VQSR/e9aumryMp/CeaX7hp5LiV1Y434K/xEYx+AAOPes5tiosoOSQCfb/PFXb3Y/wA7H5Xk/kBz/T8KbHaLcJMB8qbdw9fX+lenHY86aJ7BvLBkYBg4B/E/LRqaiGxhVT8zluv4VJawA2NtJ5mVB+YegznNR3Nu+papDp8G4tvwGPQZ700rshvlVzqPAlnLeah/a23bbWoMMKkcNIeCPfA3H8K9PA+QLnIrH0Swi06xgtbcfuYFwvH3yerfU1sqK2PLqT55XG7R6U8DAFKfSk9qDMDzTduKcelIM9zQAgzRinGm8k0AIF5pcc07AFBoAOlKOtJSjrQAuM0mKcKKBgKU89KSlx6UDAUvaiigA7UUUUAIFAOaU0UlMBoPLj3zT0bvmmcLJz3GKQEDj0rz8Ytmetlj3RdV+OtTI4xis9XIqxFJkc1wXPTlEtg5701s7TSIRTWY80NkpEEz8YrGu35Nak7AKTWPLl5AoGSxoiuZpF3UIuTNHTYylqH6FiTj8a2LabjYx6VTWMRoEH8K0ucHI4Ir3FSSgkeH9YaqN9DSppqCK5BXa3X1qXIPQ5rCUGmetTrxmtAJoz70hNMJqTXmJM8U003dRuosTzDqZJ/qJf8Acb+RoLqvJP4VXnmLwy46bG/lVqNzGdeKPQ6KKK2POCiiigAooooAMU0jtTqQjNAGFrNgNvnxjr1xWXax8lu1dbIgkjZCMgisAwGFnXpzxUM2oRXONAp4WkAqQCoSPQbEC07bTgKcBVWM2xm2uX8Tyf6XFH6Jn866zbXG+IpA+sEf3FA/z+dZV9IDg/eMpBnFWVHGKhjA4x6VYVSSM9K8y52XsEs0VtbPNKdqqRmvLvEeoXGq3UrEkxq22MDog68+rHv6c16DrFo99ZvCsvlD1HU1yt3pcEMUVtCBtQc+pPcn3rak+XUylHmOIltGNiWKDYr9apKzpcSAMeV2+/HGa7q80wLAAV+Ujgdq5W8tTA2EGHY4Lf3RXVTqXOSpBIrx3LQ2xCsCD0HbA/pxXaeA9HE1u+p3ClpJWymf7tcbZ6ZPqt6YIYdsIbYzeg6YH16/jXs2lWS2NjDbou1UQAD+tdUF1PMxNRfCi7EAgCjgelWQKjRQWyRU9aHCkNx3xTSKf0puSeKB2GUU7bxSbTQACkpcYoxxQIBRilAxRQAgx60d6UCigBeaWgGlzmgaDtQKKXHFAwooooAKKKKBhSY70tITQD2GSAYz6YqN2+bI9BTnG5GGexqt5m7+tcuKjeFzuwMrVUicS+vSp4nyBWXJL90E4ya0IDlRXktHvS1RfQ96SV8DApqnjmmOwHPJpmaRVupAFPqBVfT4vMvGbOVQZz/KlumFW9MiKWm8jmQ/p2rpwtPmnc58ZPlp2LZFMIqUimGvbR4F+hGc5pyzsnAzimnmmk1LSZpGbWxOLr1FBul9DVUmmk1m6UTeOKmiybtQe9MN0T0FVjTcn1pezSB4qbLBcsM5NDtiCX/cb+VRKaJG/cyf7jfypojnb3PUKKKKRsFFFFABRRRQAUUUUAJWVfx4kDVq9qo6go2qaiSNaLtMzAOakFIBTgKR3NjhTgKAKdiqRncBXA6u4bV7h+v7zH6V3xrze4YvdysT1cmufEP3bGlJXYsfbHSrC9cnmoIhhRU4GR0zXmHY9ilezPjYvJqpBYkqZGGWPrWt9kDsCVzVj7MiREMq5HSrRLZw2v3HkrsVfu965tLCTUpkiQHc5y2O3tXQ+KFxdoi/c25P1Jx/SneHU5lnUYLMQh9CP/rZrtw8TzcZUcYmvpekR6fDFbhVIUAsR/E3/wBat+IADGcn1qlAowpHTuTWgi8cV3nhttu7JQOOlLSZwtJmgBTSYpQecUhPOKBhkUcU080o4oEBpKcabQAd6MUuKBzQIQClxS4FHegaDGKUCilxQMMUd6BRQAUUUooGJRilNKOlADcUhxindqaaAIJDgHFZokCzsvY81oTnC1hXMhW4G0ZbsKzrr3Gjow2lVMtk7rhQf4ck1pW7bwDWRbxSs3T/AHs1tWybYwK8WWjPpOhbBGKhkbaDUnAFVZ3ABHqMVLemhKWpWkDTTrGO5FbojCIEXoowKy9MjMt4ZG5WMY/GtY8/nXr4GHKuY8bH1OaXL0GEU00801q7tjz27kRqNqlNRtSFcYaYTTzUbUhoQ0w07tSYzUssAaSU/uZP9xv5VIkbMQFBJ9qvJo91NBI3l4GxvvcdqQlI9CoooqTsCiiigAooooAKQ0tFACVnao+xE/3q0TWNq8mZET0oWoXs7jBhl3CngVVt5MfKauAZ5BocbHZCfMgAp4FGKUClaw7kc7eXbyyf3VLV5ozbpmb1YmvRNUPl6ZdNn/lmR+YrzlBz1rjxbtZHRh+5bj+arUYzgVVi9quxDpXno6WWEUDk1BdsEiJFWwg2Vnag22EiqRnuzgfETlrssOy5/Kr/AIdjxYx8fe+b86yNedgzn2Irc8O5NhFn+7xXpYXY8rMHpY34hgVdjbK1VXoKmU4HFdZ5JKWxSE1GWJpNxoAlDZozzUWaUMfWgCXPHSgGmbqUNjtQA/NL1pgNOzQAuccUmOaTg0uaBjhilpv0oFADqKSigBaKSlFABRRSimMXtQOlApwHFADcU1unSn4pGGFpAULp8IT6A1kQIJtUAxwqZNat6oMZJ4wKqadEA7yHJd+59KwxE0oep24Ok3NSL6QDcfersaBRimxKMdKlPyrXjtHusjk4BrNnf9OlXZpMKeapWsX2q+SM/dHzH3FXSjzSsTOXLByZsadbeRaDP3m+Y1ZIp+OBTTXvwioxsfNVJOUmxhFManmmNVMgjNQtUpNRNSAYaTGadinKmT0pDIwgOeprQsNJkuyMqQvrU2naebmUKOB1JrroYEhjCooAHpUNjUWylaaRb2qj5AzetWrhcWk2OB5bfyqxUVwB9lm/65t/Kg0UUWqKKKk6QooooAKKKKACiikJ5FACMwVSTwBXOXUnmzu1aGp3m1PKQ8nrWQMk5rSmjKbJE61aik2gZ6VVTrUo5rRxuOFRxL6ENyDS9KpqSvSpVmYDmsuTU3jXXUpeJH8vRLg+u0frXAxda7TxROTozJjlmXH55rjoxtINebi9JHo4ZprQtxLz0q5EMdarQ+tW06CuFHVIsc7aztR/1J6Vo/wVnX4zEcmqRmtzzvX1IDmt7QsLbIvYCsXxAuW2+pArZ0dGSEV6WF2PGzJ+9Y6Begp/brUSHAFLmus8xsdux3pCfemE0mcmmK5ICadUYal3UguPzTgx9KjzSgmgZKGpd1R5pc0DJRg0vHrUYal3UAPz7mlBpgbJ7UZwaAJOKKaMmjnNAD6AcU0Gl+tAxc0uab2pw6UDFBp4NR0oamBLimsODSqaU8igaMXUi5kRBwuMnFOtFxzU99GCVOPaiBOK8rEtudj38Hb2SaLsf3aHbANIlNmOFNcrOop3D5FXdFt8RPOw5bhfpWZKd8oQZyeMV0sMQhhSIdFArvwNJOXMzz8wq8seVDiKaRTzTTXqnikTUxqkYUw0DICKaRUxGaaRSAYFqxDGSRxyajA5xWppsPmXSDHAqWBu6ZaC3thx8zcmrw6UKCABS1mdEY2Q3FRXH/HrN/1zb+VT1Fcf8es3/XNv5UDSC3uormNZInDAj1qccivJtK166sHUq/ydxXbWHiyzuVAl+Q+tckK99JG7idGKWqsV9bSjKTIw+tTeYnZx+dbqUe5JJRURmjHWRR+NVZ9VtYM5kBPoKOZdALuQCTms2/1NYAUjOX9ay7vX2lykI2j1rKMjSNlmyatRbM5TRbMrSMWY5J609Wqsh6c1OhFdEVZGTdywpqVTVdTUoaqHcnBpwYVErU4GiwN6GJ4qcizgUfxOf5VzcIyK3fE8mZIIvRN361hxc4rxcY/fPbwS9y5diHFW4xVeIAgGrCAg1wo6pMlbgVn3xHlmrzHis++P7pjVLUzW5weuY+0xj1YfzrY06UBABWNq2Xvo1zzure0q2URgn0r1cMrQPEzB3qGsnKg+1Oo+UcD0pDiulnnMDSZoooEKDmijFGKAFFOzTe1AoAcOad0puBiimUSUA03pTcnNAXJDjtQKYG5pc0AmPBIpQ+aYOaDn1pDJQ4ApQ4IqDmnKcdqAJg/OKXIqMEZzTtwoC4/NAPNNooC5KpqRTmoUY9KevU0Iq5DdLkKfemRjAFPuD0WiMc15eI+M9/BaUyYDC5qtcvhatHgVn3bcn9BXLa7OvzH6VAZ9QEp+7HzXQ/5/CqOjweXYCQj5pDk/Sr5HNe3hocsLng4ypz1LDDTTT8UhFdJyEZFMYVKRUbCgREaTvTyKbSAWMZet/REBndvSsOIYet/QzzJ9KzZUfiRt0UUVJ1BUVx/x6zf9c2/lUtRXH/HrN/1zb+VAzxUdc1IjspyCaZgk09RjFcCVzS5ciu5U+6x/Orseo3GB+8b86y1NTr0reMUSzSF9O3V2P409ZWJ5JNUENWkbmtoxSIkWVbOKnU8VVQ81OprdGMiyh6VOhqsh6VOh4q0SWVNSA1XU1IGpjJw1LnioQ1ODUAc94ibfeoO6oF/XNZ0S8+1XdX+fUJv94AflVeJTjkV4WLf7w+gwitTRagGPSp+c+1RIOlSjgc1ym7EfmqF+f3TVfYjtWZqD/umzWkUZtnD3oLarG2OBmujsnIXA6VhT4a9UD8a3rJcIvHavVoL3D5/HSvULasx9amVTjJpI+O1SZ4rY4huOaXApaXA9KAEAoxTgKUDmmOw3bxRjipKaBzntQFhuBS07bz7U0qaB2A0nOaUCjFArCbeaDnPWlpaBjQcU4c0neloAMUZpM0Z9KAHZzSg4NNz7UuOetAEm6nA5qA1IppATJUinHPvio1pxYKjN2pN2VzSCu7EMxzNgdqljHFVYzvJY9zVxBxXj1ZXk2fSUYctNIVzgVm3AaW4SJT8zMAD9a0JeBk1X0uPztUDHogJP9KVGPNNIqtPlptnQogjRUUABVxilNLRXvxVlY+ak7u4zHNNNSEUwimIYaYRUhFIRQBERTCKlIppFIBUFbGjSBbgr0yKyEq3aSeXMjDsazaHHR3OsHSimRuHRWHQin1J03ugqK4/49Zv+ubfyqWorj/j1m/65t/KgEeMDOacOaXbTh6VxRLFWplqIDFSL1rVMLkydKnQ81AnSpVBrVSE02WUPNWENVUBqdTitoyMpRZbQ9KnU8VURualVqtMjYsq1PDVWVqfvqwuWA1OD1X30vmbQSewNKTsrgtXYw79916/scH60RrnjPNRgiSRnPVjmrUSkckV8/XfNUbPoqC5aaQ9VGcA8in9qcFA6Ux+D1rNItsaxwKw9YlKwt7VsMRg1zOvylYJK1grmcnpcw7AtdXDuw4zxXUWybQMdK57QYm+yqW6kmumhGFA9K9aGisfNYh807k6j1p2BSdKXdxjFUZsQjHSlFHagLjmgQ8daWkzQBTKFpR6dqSlGKADb27UuygNSk8ZpAM2gdOtGKeGBFHFAEeKMVJjim7KAGUop23FJtoAYwpvSpccU3bmgQwU/rRtpQKAsN5pwOKO9NLgGmtRpFhTxUc0h27B+NRGXnAoGWbmuPEVbLlR6OCw/M+dk0S9MVbHC1FEoxU7D5a8/pY9oq3T/ACcVb0KLbbyTEcu2B9BWZduSMCugsYTDZxx+gB/OurAwvO5x4+docqLNFFFeweGJSYp1JSAaRTSKeRSEUAREU0r61KRzTCKAGg7akRsVGRRmpGb+mXoI8pj06VrA1yEUpRgw6jpW/ZX6yqFc4aoaLjPoaNRXP/HrN/1zb+VPDZ71HcH/AEWb/rm38qk1TPISvtSbfap9vPSporffgmuJuxtCDb0KyxM3QVZS1wMk1aVFUYApQB3rN1Dthh11I0iVe2amAx/DScU4YpKqzo9lFbIevuKkAX0pgIxUimtVVZDpJ9B230pp3CnjrT/lx0raNU5p4VPYjD4p3mUyRMcqai349q6IVEzhq0nEtB+etR3UpW0cq2GPAqINz1qteyfKie9FaaVNioQvUSEhUZ9+9X4QFFUIeoq6pwvBrwvU+hkraEruuOlVJCKkaTNV3OW+lUtTMZIx2kDtXOa0gaGTd3FdCwJjJrm9blAjZc4JOBW1LexFX4B2lwqlsgXtzWvGRmsnTBKkSllOD6VspGOor00fN1ItPUViRSqf71B56AijFWZ3HcGncdqZg+lKBQOw6ijJ9KKBhRxRSH6UALnmgnmmijrSEOB5pSabS9RQMUNjrzS7qZ0pQfagCQNQTmmZz7UmSKAJB0pDikD0GgB6gUu0YpimnZ4oERuMCqMs20Yq5M21TWVI2+YCoqS5Y3NaMHOSRbh5GT1NWYxk1BGPlFWohlq8mcnJ3PpacFCNkW4hinStjpSAdKimJAOKymy4rUrwxGe+ij/2t1dMMcqBwOlYmjReZdSXB6IuF9ia2wa9nAwtC7PEzCd6lhaUUlFdhwimkxS0UAIRTSKfTT1pANxSEU6jFAERWm4qYimFaVgI+QaeshU5HWkIpOlJgadvqzxAK/Iq5JqcD2kuWwfLb+Vc9TJjiCX/AHG/lUtDuzJhgzyatCIAVKIwtG2vJlK579KCgrEfl+1J5YxUuKbg5rJmyI9goKe1SYpDmpNER4xThmlxxQKak0Va48Zp2TSAgUhatFMlwFzioZVJ5FOMlAfrmtoVWjGpRUolcOencVVd/MuCKsygq27tVODLSFsck1Vep7hy4ejy1Hc0Il4GKsADr0pkC5xUjHDe1cK2O9u5BJ9ark5bipJTyTmqpkO7B4oiFtB1wSsfWuN1N2l1BF6ndkj2rrLqTEROe1cfu8/WVj/uKSx/GuqgrzOXEy5adztNDVJIgvBH909a2pNGSdMwnY390965yzV48FTtcfxCuhs9aMRAnTcO7L1r0TxudT3M+ewuLdsSxMnvjI/Oodp+n1713VpdWt3GAjoyn+A/4GmXHh+yuGyEaFj/AHDjP0BoM3RvqmcRzTsetdDceFpkBa3mST/ZYYP51k3Fjc25ImgdcdWxx+dNEOnJblT6GjGOtKVA6Gkwe/SmSwIx9KCRS9QfSmEelAh3FJxSCjvQA4YpR3puaDQMUqTTCpHenZI6UA+tAtxOaXNGRRwaAsIDT+tG0Y4pwUYoGMGQaf2zQAO9I3ApCK9y3BrMj+ac1o3HQ/SqNuvzEmubEu0T0cuipT1L8Y4FW4xg1XjAwKtIOleae4tiXHHWqlyxCtz1FWS21apXDFyFHc4qWrtIV7Js2dIj2WKk9XYn/Cr4qGFRHDGv91RipM19DSjy00kfNVpudRtj80tMzTga0IFFLSZpaQBRjNFOFAxlFOxRSEMNJin4pMUARkUhWpdtNIoAhK1DOv7iX/cb+Rq1iopx+4l/3G/kaVgI2Sm7eKukA9hSGNCORzXhNn0/I0UitJtqy0VRlMHpSBIhK03AxUrLzTSM1JaZHgYoGKfsppWpNU/IYSDxSECnbTRtNFxNNkRWkwB1p7g1GSa0jIlrQZOB5LH0qjB96rVwx8lhnrVSJiHApzd1YyjHW5sW3K4FOlwDTLXOQc1LKVIOKhbBbUz5uRkVRdsPzV6c81mzkiTOalGjIb6YCI/Sua0YPcapdT4+XIQVo6zcFLY4PNP0W28m3jUjDEZP1PWvQw0ep5WPnZchv28ZAxVhV2nkfjSQrgVMOTXaeNcauUYFGIPqtaVpr17a/KzCVR2frWceKbnmiw1No6y18TWsmEnR4T6n7ta8U8Fym6OSKRD3zkflXneOc5pys0bbkYofUHFJo1Va253dxpNjc58yAA/3l4NZM/hVDk207D0Drn9axo9Xv4sbbp+P753ir8Pia6THmxpJ7j5aNSueEtypc6HfW/34fNUd4zn86z2gdCQylT6EV18HiWzk4l3xN/tLkfpV5Luwu1x5sLg9mP8AQ0XF7OL2Z5/5Z9qNpArvX0jT5VJa2TB7qMfyqlN4ZtHH7qR4/Tv/ADp3E6XY47HFLjiuil8L3C/6uWJ/94EGqkmg6hHkiAsB3VhRcjkkjFIYUmTWg1jdxk77WXHstQvCVGHjZPqMUE8kisDTiRin+UCeqgfnTTGc8fnQK1hF6UZI4pwUilBHTFMAHSg8CloIJpBYp3Jwpqrb8k1avPuN9KqW2QBzXHi3oepl0dbmjGOBU6mq6HAp4bFcDPZsTO3GKrwJv1CLuFO4/hTmYlc+lSaapa9Zv7i4/OqoR5qiMsQ+WmzbyR+eaUGoxzSjrX0PRJHzLd22SZoGaTNLmgLjhTgabmnA0WGmOFOpoNKKGguLRilxQBSATFGKdRikMaRTSKkptAEeKhnH7iX/AHG/kasEVDOP3Ev+438jSES4oxTjS44rwrH1dxhFRMuanprDik0BUZSDzTPwq2y5qEjFIEiInioyamaoytSzRO5GcUlP280EAVNikiJzmoj1qwVBFRso6U4kSKN391R7moEGTUt5nzgM9qSNeQKqRl1L1sSAPSpyBtPNQxfdxUhxt5OKXQOpRuRzWXcferVn+ZuKyrs8E8DBxSiWlc5+/je8vba3RWffINwA5Cjr/SujsYVZRt+Y9eufxrF80WtrqepggGC3MaA92b/9RrlfC19qthBGFnkaPJIikO5R+FejSqKnDU8fEUZV56Hq6ptXg5p4z3WsWz8RJKNtzA0R9V5Fa0c0c67onVh6A810RqwlsefUw1SG6JCoPc0wpTxjvn8aOc1pdmDZHs9zTSAamUnJzS7VPbFGvULIiXgVIOaQrzxSqPWgLCgUAc5AxS4xzQDQMmivbqA5huJFx2zn+daEHiO9j/1gSQf7Q5rKzkY60hOBjmgpTaOlh8TxsP3tu6+45q5H4h09hzI6/VcVxu1TzyD9aXGetBXtpHcJrOnvwLuLn+8wqwr204+UwyfgDXnpX15/CmMCpBGQfalYr276o7+XS7CYfPbxk/TH8qpyeG9Of7qvH/uN/jXJRX13F9y5lT2VsVeh1/UYgB5wk/66LmgpVIvdGrJ4UhP+quZB/vYNV28KSA/Ldqf+AH/GmL4ovFI8yKNx7fLVlfFXHzWgH0f/AOtQHuMqHwxOpP76M/hR/wAI9MBhp4wPYVbPidcf8e3/AI9UUniZmXCWoH1f/wCtQFqaMvUtIS2s5n5kYL949BXP2y/KMnqM5rZ1bVLq6hKBVRD1ArNto/lA6CuHFnp4CUdkSjaF5NN6tgfWpmXHGKZsGcYwe5ribPTW4EF16YBqxpX+snOOeM1FjC8VPp/Dy++K6MH/ABDixv8ABbNMGlBqIGnA17iPniTNLmmDrTxTAcDmnCkFKKAHinioxThRYaH5pRTacKVguLQKKAKBgRTTT6bSYxpFRTD9xL/1zb+Rqao5v9RL/wBc2/kaVhEmKKWkrxWj6gTBpDTqbUspDDUTrUppjcioZRXYGmkGntwabmlYSdhhBph5qQ803HNKwe0I+aaQevepMUjCmoktmVdnNxgjOOKdCO/6VHdH/SpPrU1ueRUyBF6NAEzih+RzUiKdtMZcg0+gupTmGM1jXnyqSa2JvSsLUHIBC4z2qY7mq2MvWF/4lNrY5BNzKZ3+nRf607TdLSOMAj2FJc5utfkGBsgxFH/uDv8ArW7ZR/KOOla1pXsjKlFKLYkemxFcYx9Kl/sxo/midgfbitCNAFqYLz0NYqTWw5JNamUst5brgnevoRzTk1RMkSRFD6jmtNlUjDLxVKezjfJAx9K2hXmjmng6dQliu4JseXIpPoTg1OQT0rFfTecx4B9R1pUS9gOUkOB2NdMcb0kcVTLX9k2CADwc+woA/Os5NSkU4mh/Faspf27Hltp9D1rphXhI4p4WpAsZxS53dsU0MrDKuCKcB3rVNPZmLi1ugxjvRjNFIemaZAHCigHNICcZp2eOaY7gaDyKMA0bfekAwrSAEc1IRjvQOO+aCbjM+tOB54zQcmk24oGLRjd3pAMU4HBzSDQjmQlDUMA7dhVpyWUmqiMVJrkxa909PLn79icrkc1GPvH0NOVs8U9VBOK849sQDCjNPsztkk+gp4TAOahU+Xcj0INdGFdqiOXFx5qTRoA5p4NQhhnAqRTXup6HzhIKkFRA09TQBJninA1HmnA1QEgNOzUYNKDTAkzTgaizS5pASg0uajDU4GlYdx+eKMU3NOzSGhOKjm/1Ev8A1zb+Rp+eaZL/AKiX/rm38jSGyYimmnmmkV47R9MmMoPSlxSGs2ikRNTDUjUwipNERSDoaZUsg4qI00rmU3ZiY5prU6mNT5TK41jTCf50MaYTgU1EJSsZlx/x8t9alt+aglOZWOe9T2oycVhU3NYbGpzs69qY2NtOA+SmOCBR0FfUo3HAPpXL6xdiziac87OcevtXR3jgKTnt0rz7xTehUSE9ZCcjPQClTTbLnJRjqaeiRu6eY5y7/MT/AJ/zxXV20fyjiub0KSOSBQjKx6jac4xXVW7DCkdKdRO9yuaLj7paSP5eKlCkL70qAY4p+OazM7ldx3qEnJxVmTvVY55oGgCYPXrTgmOi0AA45qZR6ULQbsRtbpIuGWq02mr1UVpKM8Y4pWQj6VRDsYP2Aq+Vyp9RTXjvo+Y7hh9ea25IyV6VX25yBgGmqklsyXRhLdGfFdXyDEqJKfUDFWFvcjDwup+ualIjxgyqPxqVbcHA/KtY4mojGpgqUiNZY2HXn3qQFWHDD6VOlih60Np8ajIU/nW0cZLqcry+HQixxz0+lAHvTX09CCd0in/eNVp7K4VB5N7cRn/dUj+VaRxkXuZSy6S2LlNwKxng1tD+61COT2kj/wAKWN/EAOHjsW/Bv8a0WJgZvAVEbGBQQKqRLqrf6wWa/QN/jVgx3IxlofwU/wCNP61T7k/UqvYdikwc8Ux1uv4DCP8AeVv8ahZr/BCm0z/ut/jR9Zp9xfUavYtkHHNUpDiQ4qMfbzzJc7faNOP1qEyOJSHYk+prnr14TjZHfg8LOlK8i/Fz9atIpNU7ZtxrQiGa47npPQcU+XNU5wVcMOxrRKjaeKoXAO33qouzVjOS5otEyMSM561IrVWiY7FqZTXvwd4pnzVRWqMnDVIGqAGng1d9SCYNTw1Q55pwNWBKDS55pgNLmgB+acDUYNLmgB+aUMaZmjdQBKGpwaoN3NODVAEu6myn9xL/ANc2/kaQHmiX/US/9c2/kaRVy0aOMU0mkJ5rymj6RMU0w0u7NIazaNERsOaZmnt1pDxU2LI5DhRUFSznAFQZq0jmqzswPSmGlJ4qF5MU+VmLqpA5wKqySZOBSySFqhPWtY07anPOs5NIptneTVq1POe9VCxLke9XLZfnGa8+o/ePTpr3TUQfICTmo5WwelSKvyYqu7Z5NHQOpk6pLsi6Ywc14/4nu/P1mQDJEYCHHPuf516j4gnEaOW4Cr6/jXjE1w0880zRk+YzN/QfyrpwkU3cwxcrRsWYryW3nj8iWSFlXko2MV0mk+O7+zmSCULcRg87hg/nXJMi4G0qSQMnvQo2zyN6Zzz0zXY6cZHDGpKGqZ6/p3xA0e5KieRrUk4JlHyg+mRXV2l9BdxLJBIsiNyCpBr52jk2wIBwxJGR3ParlrdXFnfI1tcSW7MMsYmK4PXBx1rmnhU/hNoYpr4j6BkIyQeo7d6gOM/0FeTab8RtagLG4ENykfJVkCE59xya6K3+JWntGPtNjcIxwcpgqP1zXNLDTR1QxUGdwqgde9WI+PeuMi+IGi4QO8ybj3QmtKHxtoD/AHdQXAGeUYf0qPZT6or2sHszqBj0p4GRWRH4i0o/N/aFpjA/5bLnn2zVxdWsWyBd2xx6TL/jS9nJdBc67lkxkjGeKoXVuzK+0lT0q7HeW8mAksbE9Argk56YqQxFwQBmjlZSmjn7Fj5RhkRSQx5I5rUt0weCSPemNZ7JPMCkbuvFWo1VB1FFinJE6AkjipGB6Z4pobAx3oaTC5pNEXIn9MVVlG3pj8qtMwIyD+NV5SvILDP1qbFplbHpU0aZGMVCTgkZ6VYiDEdDRYtyJFXtgUNHTifL5c7f97iqF1rml2ihptQtVB9JlJ/Q1ShJ9DJ1I9yyV29iPeozjn5s/U1gX3jnQ7XIN2WbOMKjf4Vg3vxCt9rC3tpJCAeWIHPbpzVqjUfQn20F1OxlkRVbn8RxWJc30C3YVpRXE3vjC7upYx5vkwy52+VzkfXtVNb6V4cs5bJK5fl9wOWGevY/hW8cI7XZlLGdEesWRDKGU5BOK2IBxmub8OTJNo9rIn8ce7P4kf0rpLdux61hKNnY3UuaNyYjgms+5Bwa02wVzWfc8ZpbDiVoGJTp0qdTVeJhyKmU17lB3gj5+urVGTqakBqAEU8H0rZHOTZzT1OKhU08GquBKDS5qIGnA0xEgNLnNMzRmgB+aM00UtDGLmnLTKeKLASA0Sn9xL/1zb+RpoNNlP7iX/cb+RosBbLUmaQmm7q8lo+kTFJphc9KC1Rk81LRaY4vjrQX9e1Rk1FLKFXjqaSjcU6nKriTzbmqFpKYx5phNdEaaSPMqV3J6Cs5qFjnvTiajY1aikY87e4xjTO+acxpnWk9mEXqisOXP1q1BlW5qsAN341YiOG9q8mp8R7tL4Ua8eNhPtVaXPXtipoCClVtQYxwM2OSaT2Gt7HA+Mbsw6dOcjJGOffjj868xiUhV+9tQY46k+9dx8QJSIIYx/y0k5x1rhWdVBXdgL+Zr0MLG0TzsXK8rBlpGVUHzdyO1OXau8RneW+X/gWaTBSHcx+Zz8p9B3/pSJ8qPJ91jwo9c/8A1q6TlJOSWXbhty4H86RJ1eVn7gH+Yo2lVVFUb5RkfQ8f0oV/nRUTcsnIB6AUAOjhB8wknBG7j2OabEzu6DHDBsZ9T/8AqpCwMvlRkjbhOOnJp3zRDeGBKP8ALRZACFhNgDK8jk89D0odybbYuQ8Z7EHNMHmKSSFynzN/I/zpx3Zf5eCM/l0o0AnmyksmAOoLDb7Ux55Et4yjMCM7jn8KZ5kj7CsTYwASAOtRuHijZNrfKxHpxSsn0C8ujLi3tyLRGE8m5JFwRIRVk63qEEsDJe3SIy7v9YerEE9evSs1mIXAQ7c5zn2pzyq8MYHVcj7tLlj2HeXc3U8X6/GtzImqTllk74+7j6VbHj7xLFMsaamz5ULllU9fwrl967WQkYeNST7k0k0owrZG4Lu/p/Sl7OHYrnl3Oti+I3iQGSP7crN94eYg457Y/wA4prfEbxCfmN4oGTu+ToPb+YrlWIS+YgjbuK/gBikVRv8AJz8kg+b8OaXs4dg9pLude/j/AMQLebfti4YZB2DZn/CoR498RtCU+24eIZLbFyRnOenpxXMTvvgRhyTHkj3BpQ/mSb8Y3xnP4HNL2UOwe0n3OhHjvxC1qH/tAkhuW2r37dKjbxdr00cvn6lM5QhdigDdn6CueRytw2OVmXIXtx2/GpVwbho/lO5MAZ79R/I0/ZQ7B7WfcuvquoSzBJLqX5h+7czE89Dx78iqgnWYlXX+FgUPXP196jZt0JbO5oyCeew7fnSSmOOXz0MmcjI7f5Of0quVLZE3b3Y/zZFgO8+Z5LbWP95amSQLOI85jcHaB95eMgVXXd9qmQ42BOff0/wpYy3lxs6/LAQ/H8TA5I/Kq0ETrEfJliymEIfI9PQfj1q5bAFw0jYdzz/v4w5/EZNVI0yoKku0iiXPr1yPwqSKRY54fLOPOXIJ7Z7/ANPxoauhX1PT/CMmNIiRW3FSQPz6fliuztH3N07V5b4Nvikj2ztzklNvqOua9M0+QNjjFebVjaR6lGV4Gmykpms67rU6rxVG7U4Oaxkaw3M1PlapA1QH5ZM09Wr18NL3LHh4yNqlywGp6tUINODV0pnIWA1ODVAGp6tVXETBqeDUIanZouBLmlzUYNOBp3AkBpc0wGlBppiHinZqPNKDTuMfmmyEeRLz/A38jRmkkP7iX/cb+RpMCyWppakYj1phNec4nvxkhxNNzSbhTGkC9OanluU6iiK7he1VGYs2SaVmLnOaZ2raMLHBVrczsIaYTTjTDVWOUQ9KiannpUZ5NMBjU0040hqZLRlR+JFVfvHnvVyMDAx+NUgRu59auQFRXjVPiPoKfwo07bpzjFU9XcBQv41at25xgYxk1l38nnM7n6YpvYa+I8r8fPm9tk3EfKXyPUEVyGwlQcKdxJz3ro/Hbf8AE4hAPKoRj8a5aN8Nn1Nelh1aB5eIfvk0jM8ynoqrtUHtTmlXATqB0/GmAgyYOCp7VDLtLBSgxx04962MCx5pcqQMADFSo5jjckjkbV46CqywmRyFfLDHGMY9KJmfKq3brigCa2/dszD7qjP40QhWucnlVO7Ge1BGLYhSMn5mz/KolcLCwUEsVxx3oAmhV3wxOFLFyT3x/wDX4prSZMhHJbt6VKzSOzJEhwPlBH90CozGyEBo/nJAABoAkYMsMaoxJY5I/lT8/wCjlpACX469PSqximc5bIYdhUjviMALhcY56+tFwH4VY1Xd1bNBysarnBzz7nvTW2GRUzwMD+v9aen767jGOeuM9zQA2WPc/ljAxgN+FNeMeVJ3IwAcdqV94mk3cNkhqUEeVjJxyPyoAjePdCCc7svz+NDIBChUHcwyTnueP6VMR+6z1GWxzSsB9nj/AAoECwxR3aReWcYAPzHrTViLZbH3QSoz2Jwf50/P72FxznZ+fzU9P9eE6Ex4/rQBVWNVjywP3gBz0xz/AFqV4wZWVRgld/8AwIf/AK6jyTGQO5Lc+uaezKt2xJ4xx7CgYqMCwBUA4KHjuRnNKqmS2nDHnkn8MVE4L7XTI7kngHn/AAqYFA8yF/vxgjA6dc/0oENKqz2jZ+ZgS/5cU63j3C4jzk7cjnuarCUbuSM4XA9OKmjkH2lmIOAvQeoFAydWzGmzKlg6gDtnGP5GpFUSWYkGAxOMf7p4H5gVRdpIfJX7i/ez1/z1qZSBtbzDtUElQOjdf50ITXU2tNuja3aXIUqwH7zGcEd8frXsumTB445AVIbH3ehBrwUuwRHSV9oUGX0GSa9V8A30txokYncGSKRlwOy9q5MRDS514aetj0FRx/nmql30NTxMDGB1wKr3A4Jrjex3R+Iyn/hoFEq4I9qaDXo4R+6eTj175KDxTwahBp4PNdiZwEoNPDVCDmniquSyYNTg1Qg04Gi4iYNTw1Qg09TVASg07NRg0uaLgPzzS5pnenAU0A4USH9xL/uN/I0opsn+ol/3G/kaoCQyKO9MaYdqgY+9N5rl5EdvtmSNITTMnvSUU1FIh1GxKaTTjTKGiBpphNSGozSGMJphPNPNMIpANNIehp2KQjg0S2Y4/EikevPrViM9Krvy5zUsZ5HevFqfEfQ0/gRrREi3Y45Y4/Csu9G3PcZrXhOYAo4xWPqR25HvSexSPHfGThvETKeip/Sua6EcVt+K23+JJznogrGdvmX/AD2r1aXwI8is7zY5cHJpHGMeuB/KheY/f5v6U1yeCa0Mia3YiR/7pKnHfipNwaXkjGKhiYGI4HzULw3H3u49qAJpcHb0IxzUO0ZQKSCx4HrQxyTtNCgPMCR8q/N+FAFhbdIkYRSMBgA8nnuaURIG3CR1PByVFQliGOwnHP8AOk3MQcnP+cUALIxExCTN14OMCpG8yQHcQ5wMEfWqxbA6e9SRuAUO09M0ARvuErcE84NWI2XzckkLwcjtzUL8yFt2dwyKd5mMtg4wOlAFi5nikmkK5HPPHvUSSrgR5wuMnjvQhO6RiCxptwo4ZSc96AJZFHlRpg9z+NNcsI0CZO3GR+OabHcv97OQuAB+NWA+/CnPzEhvp1/rQBSjuGUpwcLg9PTP+NW0cGRZQH37TkY6DbVOSJ4nVmBAK8DParUMm/hX6Ad+w6/pQBVZ5om2upBHQH0qVHLZZkbnjirF1B9pgUgjzUbIOeo64qgrupZZC24feI9aBFwyOqqcCI469ScjHSpPLW5Hmt8zHjHTg9v0qAv5iMBjPv2PQ0QSBZgS2F9fY9f5frQMgKCK5ZABgNgE+narUFwRKhbA+ZT/AOPVHfEteF9vLBckeo60xWweenP8s0AS3pcxW7AZ/d/pmnRSkPyO/wCeTkn8qhucqkKhv+WYpgJwRux2z+FAGimGglVmOxjuP0zXoXw8dkt5yW/5aKD+ANedQH9zMD8m5G3E+igH+teh+A9q6YXA5kkIb2IrGv8AAb4f4j1CFz0Jz64onORUdoT5a8U+YnHpXmvY9HqZdwMNUIqzMNxPNV678J8J5mYL3kA61IOtRing12JnntD1p4qMGnA1aIaJBS00GjPNMViQVIDUSmng00BIDTgajBp4NUA8U/NRg07NFxDwaSQ/uJf9xv5Gmg0sn+ol/wBxv5GncCAtSZprU3dWdi7kmaM1HmjdQUmPJpp4pN1BJ7ikWhGplKTxSfjUM05WNNJSmk4pXHyiEUxshTUmaa5wh4ofwsajaSKDZ3dKmhGWBA5BqJslv51JA3NeLN6nvRXuo1oWDKzDpjmsjVXXY2K07c7cgVlaxxHn2OaOwtkzw7X5fO128cdN4H5Gsx2Hb1qzqDFtUuz6yn+dVXBH6160PhR48/jY9OhakY/5/GhCPJx3zSSEKCaogniGyEN3wT+NITuOcdKcAQqg9OCKTGAAKAEfhOOM5/GpbYKke8jO7gVEw3Moz06fyFSAgJ8o+XqvtjrQAwscZA6gfrzSBiX59RRIMggf3sUAbSSPrQA11O1ckdKdGSOAR2/nSOeBxnGBSxnJOAAeOfxoARhtd8jk9KTcSz5/D86kmwSpBz61A3UH35oAsxsA5ViBnvimNuGcOCN1OjYNInzcFhn86VlBchW4oArq2MDPbP6VYVhINmcZAH9KgddpxTkOxh344oAtsxuI1QgAkAbvfnH9apRuInVsZx/X/wCtVjJxlR6gD/P41HMgkTeBgjBOPTt+lAFiKbYRkAA9v8+2KivIW8x5BjLdcetRRMS3PXPersLo0YU/dx8tAGdHIVcEdxg1MpUZK5wOn0PWmzwtHIQeh5FCsOMmgCxcjzLaNjj93lf/AK9RqhZc5y5Uk4+lSIBNGyKvVNuCepHP8hTbYkMDjnbgfnQAy6G0xr6IB+VQoMjnpx/OpbshpsDsOKiTHIPpQBoWyhhOJOVEDs3+6eP6V3fgO4P2I27ffWUlj7tyf5Vwlgd5CEZEoERHvk11Pga52TTRk91ce5/iP8qyrL3Tag7TPZbM/uxipZuaq2DFoh24q0/Neb0PStqUpBhTVPFXZwelVO9dmEODMFezGinUmKcK7TzGKDTwaZS1VybDwaWminCqQmPFOBpgpwNMkkBpQajBp4NO4DwacDUeaevPWncRIBTpB+4l/wBxv5GkHSnuP3Ev+438jTGik1RMeae1RmpY0N3UbvWkNTQ25kILcCspy5TopU3N2QiIznCjNWkte7mplAjACj8aC/bNcsq7Pbo4GKV2MFvEOxpDBD/dP50+gc1nztnV9Wp7WIWs1I+VvzqBrZkPI49avEijP5e9UqjRnLBwexneXUcikIa0pI1fpxVO5XZC2eta+0vFnHPCcrTMsj1PWnxDn5etDgZFSwYIyOnrXky3O6OhdtO47GszXEIhfb6GtK3yAeKp6l86MM9Rj8apEyVz53unLX07Hq0h/DmoXz169f51b1WLydavIsfdnYD6Zqm3OPfP869eHwo8Wa99ioTlB70HkEH8KYpweT0pyDcQP7uMVQi31C/lTT1JpR0JDHvj8KQL82M8Z5/CkA9VyPlHJP8AKkdcHZ+VSCTYMLjgfn3qPJByD+dADGBMmexNLkYP5U0tnvzQSOB3zQAZypHpTh99QPXGfxppAYDHengcfRiaABiTwcdD0pjJ+tSOABnuM/yp2c4HGRmgCqrbAD3HNTSKVbOcmmlPkz3HB/KpJVAOSDnNAEJOWwwoAy2QeccUu3cC1JjHHc0ASxMV2E8lWzUiYIC45xhv5VXBCjHOacGwcqc80AK0RI3A/MMflTo2xwTjB49qk3jBGcZJGfbAqIgkk4xnr7f5xQBbbbcRbX4bsT9cfyqhcRNG20qQR2/pU6u2QSff9KsMonwSMNnABPU+n+J+lAFOGQo4Zf4SG/I/4ZqzsVLxgvKliwPsRn+tVWXypCoPII5Pcf8A16sAlkQg8oGH4Hkfzx+FAFOZt0hP1NIq9T9RTGyQo9qcp+b/AIFTAt2pZbiJk4IkH4cCuh8Nt9n11BkAOSqrnouef1xXP2xKybvTLfkK0dKby9etZG6tJgf7uDn9cVFRXizSk7TR7tpsu5B645rRyMjNYGlzEqCD2rXWQNgV5T3PXaFnXIyKoYOTWjKBsGDVBj859K6cI7Oxw45e7cbSjpS4o7V6B5AClpB0pRTQmOFOApopc00JjqUGmUo61VyR4OKcGplANMRKvJqZagUZqwgpoCRae/8AqJf9xv5GkUVI4/cS/wC438jVDRmtTCKeRTGqXtccd7BFHvfGK0VUKu0CoLZcKT61NnmuOrK57uApKMeYG4qMnmnNTK5WevFaDs0A03NGaRVh+aXNR5pc1aFYcDVbUcfY2PcEfzqcmobwbrOQH0p9GZVI3iYXmk81btG/dk44Xms9/lkIqe1kEUpUjhq4TFI04pQZCvSqmoMoV1Dfw8+xp8cg35zuHpUN/OvlZCcMKXkNI8b8c2n2fX/NUYE6Bh+HU1zGeM+3Feo+JdBk1mxDRjFzGcx5HDcdM15o9nLbyyxThUkjIDxucE/T1r1KM+aKR5GIp8s2+5Aq/OQfTNLHkuuB1P8AStK2leIGVlYSD5FYpgKPX3qHbGd0nKsuDgdGrYwEJAPHTt9acCBkYBwKRtp4z1FIxByfwoAMhgScCo8naacR377s0gXJxQAo+8RjnJFNBGefWnKQQST0AprfMGPsTQAqvtAwOmOaNxBJ74PPakGd+OwOKVThdp9RQBIzHDHuc5PrwKARvNMydrD1IoJO7/vqgBxywIB64PP0p0hJ2nAwVzxTEYmPnoB/Sns+0ID2XH+fzoAbtzlR1pg4yx7U8k56Y+9zTcZXg+goAbwOT3pBxkfjUgBxg0LggigAVsj9afkYceuDTCoApDxzQBNld34k/h2pisQ4wflJwD7Hv+lMUsBxShSMMR0oAlf95GpAbzB096W3+ZjG3X7qn69PyNRrz1OP/r80+PAYscbTgN9KAKYHJVV6cCkVcuDjGDg1olUkVZdwExOORxntUU0bTytNHht2C2OCD/Fx+dAESEhSc9Var1m5GpRMT0lAX8Ac1nspQEbWUY7/AFqxA2LyI54Dlv1FKWzKh8SPYtLugoX5uorprN/MYHqK4KxcmRUU9cCu501P4d33RXkyVmz2k7xL0oyjHHXpVJ1IatF1O3HWqcq5Fa0ZWmjmxML02Q0UUV6m54WwClpBThQAU4dKbTh0poQoopKKtEsXNOXmmnpTkFAiVBVlBUKDpVhBVICVRxTnH+jy/wC438jSqOKe4/0eX/rm38jVAjIOabjNPNKo5/Gok/dKgveRZVQFAp3Sl28CkNcMz6PD6RSGMaaKVqZmsGelHYDSZpc000irC5pRTKXNNBYfVbUbiK3tT5sirvO1dxxU4Ncp8Q4Xfw19ojODbyhjz68fzNaJX0MK75YXEluoy4w2TjNBvYhhywH1OK8kl1O+X5HndWC5xu6VVe+uZNubiQ+284qPqup5X1zTY9kbxDo8A+e/jRz2OT3x2rD1Lx9pSKViWWZlBxgYGfevL2c7zuJ47/jQvzY9Qc49KtYaJEsXJ7HVXnjm8m3JaQxwI3Vsbz+Gelc7eahc31y01xM0rnA3N16VBghRxzjG7FIwwQMg81vCEY7HNOpKb1FZuB35yaROIWHI3AfzFKpHU8UKd6MPQDn/AIEKsgRRnGB0OaChYg9OlIOvynNOUjIGaAEcnCnuRz+dDYDE+hP9KCM4A9P60j9/xNAACCOmM4pDkgD/AGSKUrlQfQgfpQeTx2FADip35yMZzSlQMY9ajZjt69yaUMSq+u40AByMH6H9aXIOD3IJ/lSg9Mkdv507IwCB0HWgBNm0Hn1/9BqWUZC4Xk55/AVEfXPUmpHYlYvcE9KAIyDnnA5/pQFAGCfQ044DepyKaOv+fWgBAvAbPbNNwQWzTj91VHpikPXHt/SgBN3yUE84Hal2/LjHpRjliOKAEzk8e9OyOnPJ5po+XuO9KoG4n3oAUYLL74pcj0B4/rTV6qaTcCpz1AP86AJyTtcLkYbIwab8p3HGHOTkdaercYwBuO4fSoi3zjafT+VAEgd92Mhl5BDDPGBQrQOwZlZCepH5/wBKaDlgf9rmkXO0kKCQB1pNJ7hr0PQPDetaX5pNzdCJxtVVkB5J+leiaXeWk8KtFcQvvOTtcZx9M189oVLBTkYA/XipYJpIHjeGR1JYE7WIwefSueWHTZ1RxUoqzPpKd9h2Y2sOMHjn8apTSYcqORj9a8StfFuvWiDZqErkAcyDeTyO5rbt/iBqGN9xHFJiTGOlZrDuLuayxClGx6b/ABY6DHelrO0TUX1XS4rp4xHvONvpWj3rtjseTLcO1OFNpasgWlpBS0IQtFAoqyWFSpUQqeMUIRKgqygqBBVlBVoCZFp8g/0eX/rm38jRGKfIP9Hl/wCubfyNUCMY0BsUm4U3PWsXsaQXvF4NlQaQjIqGCQEbTU5Nck0e9h5XVyNlqI1OeaYVrBo9OnLQi5pKc3FNqTVBRSUU0MXNZ+vWsd74fvoJVyhhZz9VGR+orQFOEazKYn+6+QR6g8VrHcyqq8Gj5umMhjMjKPmYDnsKruuyRgB0JH6itTVI447+aEqw8udgAP8AeNZTMSMkkljn6c10o+ZmrSYpAyc88n+dIp69iR1pDncR6E/zpB9KZI4yHYB6YpOS+RxzSZGMU4DDDNFkAgTco3cnipoQAJG7bQCKgBO0fUf1qSPJjl+i/wAxSAYq4yc4FKAM+9B+7+FBHzE+9ADhkDHfj+dJjhgeuDQOX6+lHUuc9iKAAZ2Y/wBr+hpMYJyaUZzj/aNLng5PcfyoAaQNoOaXaCSB1yaAdwH0p2Rk465NACFfmAHPApuG8vI546VIrLlfXAoX7pGT0zQAA8HIxgGnEs0MW0N93tQ4JRiB0U0u4rDAFGCUBz+JoAZt+fLdeKZjBOc/5NSEEkknLcfzpvGWz60AIRwpzSZ559P6U44xxxTSPmHuRQAbhwPpQQMH+tAXk+3FOYZGPagBhA6hR35py5LHHrQQAcZ9aDwRjoXHNADUByuDSFQAw65B/maEGNvToKQHg84GG/maAJ3UuY9p4VKhAw4HQ8fyqXLMUG7HyVHg7hzkgj+VACgEd/4h/OkQ5ClieAelOQdM/wB4UoQYHQfKf5igAVvcev5GpSoAGOu716f5zURXgDgHpx/vU4g7RzyXNADguEI7gHIz6MKt28fmO8QUsfvj+tV9pYbf7+7B+vzD+Vbeh2cmp6jHbxpt80BW9duOT/OmJ7Hp/hpDH4bsAV2kxbiD61q9D+ApsaCKJI1AAUADFOoMGLS0g60tO5IopaBS00IBRilFFUSxRUsdQjrU0dNCLMdWkFVo6spWiAsL0p0n/HvL/wBc2/kajU8USN/o8v8A1zb+RpgYRNJnmmmgVgmbkqNtO70q4rhlz3qgDUiSFDntWUlc68NWcXZlzNBFMR1cccGn59K5pRPZpVU0MK0wip8ZFNKis2jrjNWISKTBqUrSbTTRdxgBp4ITDt2pGOwZJFV5Jt7cdq1hF3OavWUUzxTxRCIPEuoLjI3kj2yAa5t1HmSD1Ycfga6rxsGTxXfjBAYgj/vkVyjvukbH97r+FdKPn5yvK5H/ABDtTcgj0pWHA/CjI2HjnFBIpwM9+KXqQfQ00kZ4HtSbuo+tAEiAAc04YEcp/wBgfzFNC/Lye5p2CsUncFRSAjxtUH2pe5PvQSBHjHtSt90ntQAnG4fWm7hy3tThjIwO9NYZGOAM0ALvCsc+p/lRuG8j3H8qCPm556/zpCF3g+rc0ACnGfYU8n5vrmowM491GaeeikenP50AORsOv1pVzgj2phX58Kc4P5cCnjg8tzwPwoAUkYbqTtxj8aUEfZ4AwVSF9z3prgEH2/xqTeRaxqhYYHTtQBGMEFsn0xTd+M/U0o545PqSMUjADIoAXd/OkTO5c+tBIH500KflPfrQA4lcEd8GpCcjjtmowBk+wNK4AB+tAA4G4Z9f6UmRkH3FK/3wB60hGE98g0AC7VC460gBIYDHIalXquV/zmk2gtjkDJ7+9ACjomTyBikAw/408BcL9BScZJ+hoARWKkj3H86eOAPof5im5B6+o/nUgOQOmMf1FADGXLfU/wDs1SKeY89N4P8AOlU5YcZwRj/vukj7f7oJ/M0ATQgyRKyjcVWOTH4YP869E8A2JJudQkAwP3aL3A6n+dcDHHICCmBsd4zj0zkfyr1vwrbiDw7bfLhmBJ9+TTM5s28EdaKKKDIUdaWkHWloAUGnU0U6rRLAGl7Zoo70ybAvWp0NQjipEpoRaQ9KsqaqIelTq1aIRYDcUkrfuJf9xv5GmBuKbK/7iX/cb+RqrBcx8c04U3NKK5jqsLThSCnAUIT02AHHSp0n7NUOKQ1Limb060olsSrjrTt6n+IVRNIWI71k6dzrjjWi8WX1FQvMF6VVLH1ppaj2RbxztoPkkZzyaQdOTUZagMDxWsYWOWddy3PMPHsAj8TmQn5JY1Y/mRXEEFFVSuDuNeifERwt/aKADvi2n8zXDTpuiQIAXLZJPpg03uYXuUMdCfakHX6inYK7dvByOe1IPu5Pt/M1JQAc5PYmkwDuxzxTmHzYpMDDY4ODQArL8wJOAc0v3YSN5OcCkwNo9s04DMJ9cgj6YoAjzkEe9LwV+uaQA56UgB6/WgB+eOMf5FNIDADgHNHQknP+RQD7elAAOxB7Z/WkBzzj1pFIwAeuP60/AGOeOTQAinkEDgYpTnaM+n9aOAOh603+HvmgBxb7xx154+lKT3+gpvJBwe1OHI/GgAZiIyeOlPdsxooGQAB171E4+XoCCBT2GMFQMcUAGXGOfxNNbJyTnNBYnBwOppc5BPqKADjH40DOBg9eBQMDBJzyKTIyhHrQAKc547c0rn5frQhHP0/qaQnp+NADsEsD+NDYwMZzkDNNZuQPwoP3cf7QoAeQSUbPP/16Yc5J+p/WhW4Qe39aOoYj0NAEioAqeu2m4yMg9cUq7tinOPlxzTBwwB9v5UAKSx4xjkD9aehB7+2PxFIMnP8AvCnJ1AOOR/UUAKg+b738Q/8ARlC/dmHXEQx+ZoGE9jkZB/66VPbx+ZJ5ZHWEjj6mgDSs4jPqIhXgSt39c17HaQ+RZQRAY2pj9K8p0SMrqMCAZYSDn8RXrp4JpmUgopKWgzClpKWmgHCnU0Uoq0SOFKKSjNAhacpqPNCtVITLSNUwbFVA2KcHrVEstb6JH/cS/wC438jVffQ7/uJf9xv5VZJRDc09eaiXrUq1xI7WSjvTxTBTs0yGOppFOFBpAMNMNSkcVGw5oKuR0hpxFNNA0xhpM/ypxFNI61SYWPO/iId9/bkf8skBP5muHkLROUY8MRz6ZzXZeNm3avdAnhY0A/M1yF6uTwQRuBBH6VMtykVJcBsAnG3j8OP51GSQuCRjkfyqe4jxKqg8Ku38SahUZxuI9akoRmO7I780oJJHfNJtAC85wBQBlhigQqgbAffFSIuIZADnEYOfyFQjOwfhU8Z+WRfVcf1oGRDgHJ7UcAUo5FNx8pNABkAetKCOuKQ/Kce/9KPuk++KAAH5s4pC2QfpSKSStHY/SgB2MBvrRuG4j3FG7CsPeggF8j1oAA2BjHb+tP3YyOOtMBHH+e9ITuIoAe33RjmnSYBAz/DUeMIMHnB/lTnHyr/uigBCAABntQPuHk0mCcZpei9aAEz82Md6aM5X60vJbPvS4wAaABRj8v60hNOHU8elDLgYI9aAGspJH+9/SnEYzz3pO45oHOR/tCgATGE+n9aTrux6Glj/AIKRh97B5w38zQA/sBmlZcsSD0NMyxZyfXilJPP4/wA6AHrkE/WgMeOOQP6ikDfNnt1/SlA+UDPJwMfr/SgCaMZnU+rLkn/rpViOIpBDIhwTnOe+CagjDOwIAGDuHvzu/lV2GTZIEKZRsmMntn/9VAHU+DrXz9Vil2n5AXbNekVy/g6zEVi9w333wK6ehGLeotFFFMgUdaWm04U0AopwNNzRmrRI8mmk00tTC3NMQ4tTQ2O9RlqbuqkiWyyJPenB/eqm7FKJc1rGJDlYt+Zz1pXfMEnP8DfyqmJOaeZP3Mn+438q1UTJ1AU81Op4r58/4WN4rH/MV/8AJeL/AOJpw+JPi0dNW/8AJeL/AOJrzz1LH0KKeOtfPH/CzPF4/wCYv/5LRf8AxFKPib4wH/MX/wDJaH/4ii5Liz6IFKa+d/8AhZ3jD/oL/wDktD/8RR/ws7xh/wBBf/yWh/8AiKLi5HY+h+1MIr56/wCFm+MP+gv2x/x7Q/8AxFJ/wszxfgD+1/8AyWi/+JoBQdj6DNMIr5//AOFl+Lv+gv8A+S0X/wATSf8ACyvF3/QW/wDJaL/4igagz3800j9a8B/4WT4t/wCgt/5Lxf8AxNH/AAsnxaf+Yr/5LRf/ABNBSidp42XZr0gJID24f64JxXI3CKcFTwXAFZF/4r1rVJVlvLwSuq7AfJQfLnOOF9zVI6rekczd8/cX/CkM3JIyJDlufPHJqEqBxn+EfzNY7aldvndKDk7vuDr+VN+3XH/PTtj7o6flQM1WU08DGPTNY/224/56dfYUfbrn/nqfyFAGyi7VIP1pVHzjHqf5Vjfb7n/np7fdH+FdDaaVq8tstydI1AQGISef9lfYy7c53AYweuaQFQcD8KHPUdhTCwVQTjG3Oc8VLY2t7qjSmw029ulTAY28DSBc9M4BxnBoAYWBkA9T/SjcdoI9RT2jMcpR1KujbWUjBVhwQR2NRD7vWgBw+XAFJkbTnryKVsDn2z+tKeE/P+VAABlTnuRTQSAPzNP4VR+Bpqj5QPUD86AAY59c0YAzz0zTgnOfWlEYJbv1oAApyD/sn+VLIMcA9qCwC8AHAP8AhUbMTnigBxyBwe1MBJyCaCxwPyoTk49aAFGd2PenEbeCDTnj2Kre2aQuTx6UAKpHU9uaRm3jI/CkOCm0HHrTPxHoKAHpySD6UgP7wj3FMB+bOaczkrhcDnOe9ACxj7oI6YpVw5xjv/WkU4P+fSnRAsyjJBUZOO+DmgB0mWcAL9ajwcH36/nUr+Z5x+YY7VHt2g9ScUAC52gD0/mcVLjdlhzjJI9simrhWz2z+g5z+tOVSSSDt6A+/Y/zFAE6KWUhcDIJBHqO35Vo2CM8yseUYb8H+H2rOiBIWMHnquP7ynH6gVq2KB2LIx+Zs/Q0MlnpXhQM2gxSOMM7MfoM1uVT0qEQaZbxgFSUXcPfFXM0Ixe4tFApRVCAClzikzimk570CYpakLUwmmlqtIkeWphamM1MJ4zmrUSHKw5mNML4pjP71E0nvW0YGMqiRKZOetNMuKrtJ70zf71vGmc06zLglyae0n7mT/cb+VUlkxzTnmPlOM/wn+VbKBl7Rs+cKKKK8U+jCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9q+HmvfEa5l0ZUE8nhuGMRu91bqLYQIu1gXAGMKCRzyQK8VrvfD3iDxtp9pp9joMmriMOjQwqreUSTngYwVJPOfWgCz4k0jTNb+KQ0bQ7iCPTb69jihkgO+MbguSOefmLcZrufEmv+JrXxDNoHw7025h07SVW2mNjZ5Jk6fOWBzjHB9z1rN8WWGm+GfjF4bvtkNkjtb3morH9yGUsd/A+6OAce+aPH/iT4h2nj68tbKXUreITgWkVsp8uSPPyE4yCT3z+OKQHCeIdUvtX1+5u9TgWG+JWOdFTZ86qFYsv94kEn3zWWmCAK9H+MUZXWtDnuoYYdVn01JNQESgHzsDO7B7dB7V5upAx838WKAHHA7dv6ilYZX8Dx704ICF69Mf1oJ3dMA8/wAqAFIB3YGQc8/lj+v5Ux5lUkIeOufwoL9R0+6P51EE4NACm4OchMt2qNpZQRlcZ6f0pxQDDZ/CrAQFQW4C88+1AFVXbdg9M4/Sk3nscfWmzTbpSEHGaRU3c5pgS5+WmlyvIpwjNHlnNAAZ3bg+v6U0SOR/n0p3Gc4p2O2KAIxuJpyp608IQaVhjmgBuAaXFOVcg+9JnHUdKAEXIPPapoSFctnkcAeueKgyCWOamVlUEgZNAC4Jxk8gYpQDkZPekZ8rnFCHr3I6fhSAlC5GBgjgfgxwf5ULnauRnOST7H/6+KVEI+QN1IGfTd/9fNNDmTIHG7gfjz/SgCxbqu4I7Y4yrejLx+uK29Jga5uBGny5IAPt3NZMC7ofnUFSQVb+668H+VdB4cXGpW+F+aWZVJ/vD1oJlsepdMADHFLQP58g0UzAcOlGaTNITTAXPrTCwFDNzUbNVITBmqMtQTTC2M1oomM5WFLVGz01pKgZ+9dMIHFUq2Hu9V2k5pjye9V3mA4JrohTOKrXS3J3lANQm4GaryT54FViSWPNdUaZwzxLexpC4GaV7gGN+f4T/Ks0McdaUsdj8/wn+VbezRDxErniFFFFfLn3YUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXpdj8UPF9roVpplvqpS1htlt0QWyBljCAAbtuegGDXmlb1vtFrFjGdg7+1AEtxczXV3LcXEsk8znLySuWZjgDJJ5PSuq0z4l+MtJs0tbTW5WiVif38azMD3+ZwT+FchJgy4yOcZ5qTeOG4yGLfj0/rSAm1G7udU1Oa+v7hp7q4bfJK+ctkcfh2A7CqqYAD+nFLuBUcjaOn4GkBABGR+fp/8AroAcz5XhscCjIB3fSkKgZ6dcdfxph5BGex70AB4UE/5/zmlCMNy9x/SpBtYnkYyO/rn/AApGf0wcjJ/Fc0AJsGGLdRyPwqPUZjHHtXqalUjfnrg45PYgVXugJDPznA4oAl1TTV02+hgR3bzLdJm46FkDf1qJAcZ5FaniMj+2IcEECyth1/6ZLWaoUHGf1pgKGxmnhlI/Co8jb1HShcdiKAHHtQMgA/Wk5HUjNLnOcEcUALn5QT1pd+7d9aYpHXPt1pcrzyOuaAHZ6c0dQaZke1KuOmf1oAMYHKj61KpTZyOTUZICEZGTx1qbCBkQ44460ADFcgL9TmlWPGSWOBjGO/Gf50IATkkc4HX6/wCFODAqrEjjPQ+vzUgArnOPlJyQPbHH65pIwuRgnBzt+p6fyNBbcCQRuZuMnoO365qaJRgMHXA4OewJyp/IH86ALqZIWI43E9McA9M/nXUeDITda7uI/dQrvBHr2+neuUjYedtV8ncdhJr0/wAI6fDY6WbhnjEtydxO4fdHT9c0ESeh0ODwOmSTj2p3am+ZGessf/fYpPNjH/LWP/vsUzEcTTGNIZY/+esf/fYpjSx/89I/++hTQXFzzTGNNMsef9ZH/wB9Co2lj/56R/8AfQrWKM5SHFuKhZ/ekaaMD/WJ/wB9Cq8k6Z/1if8AfQrphE4q0xzvVd5M8U2SdB/Gn/fQqlJcqejp/wB9CuynA8qtVsTSy+lVicnJ5ppZSfvr/wB9Cm7lx95f++hXVGKPNqTc2OYjFRE04suPvD/voUwMP7y/99CtUTGIopzHKNj+6f5U3K/3l/76FKSoR/nX7p/iHpWqWg7an//Z", "path": "029888.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029889
Women Tops & Tunics
{ "bytes": "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", "path": "029889.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029890
Women Tops & Tunics
{ "bytes": "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", "path": "029890.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029891
Women Tops & Tunics
{ "bytes": "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", "path": "029891.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029892
Women Tops & Tunics
{ "bytes": "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", "path": "029892.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029893
Women Tops & Tunics
{ "bytes": "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", "path": "029893.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029894
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAKhAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD1059KCcdMGjJxijJ9KAAMO4oHI4oxzSZKngUALzjFHQUuc9jSZ5oAQEA9KXAJ6UvUdhRj3oAOByc0mcjI6UvXrSGgAFLwRRn86MdxQAdKMDGKMUvWgA2n1oxR65oHI57UAHTjNHPtS8Un40ALikIweaU9KX8aAG7Qen607oKTHNLzQADNAAHal6UiM2CGx160ALnBHHFL68UdqBjsaAAUYzRil96ADFNYgdTVHUdXt7BcOd0vZB1rmbvXbidiOV/2E/qaynVjE1hRlI6m41C2gH7yZV9geazpNdg34XcR7VyjzSsMugGfU9KpPdS7tvmpz/tVi676HQsMup2za3DEhfcBgZOTWZceKRuxDKDz2rgtXmnkjJilKsBnj+tVdPmY24DAnJ55pOo2ilRimej2vixlfEpBz68cV0dlqtregBH2uf4T3+leRxAnOzcp9qvWV/Layqr52k+v8vQ0o1Wglh4y2PXAevNKAMY6VzGleIdrLDeNlW4Sb19jXThtyK3B966oVFJaHHOm4OzAAjg80Y+WlPpSYrQgFOOMUjdCaB06il7UAAIZQcY+tJincHik+tACfjRS4GaTigAGe9IBjNLj3oPFABRRiigAo+tNcOQNjbTTicjmgAAAo7dKTrRQADpzRwM5oPSgjIwaAAgGkyR7ijpxiloAacH1zS96CaA2KADFJyKdnNB6UAITkdKQZ9KA3YjFOBB70gIsc9aXBoLMMcCjd3oAUFfWg/UUmV9OaXAPYUAJ265pOBzTtoHal6igBuFYYyfzowAACT+NLtGOgpQDj2oAB6ZoINIc9utICe5oAXGCOOaXFJg5pcGgAGCKTFOHvRkUAIKB1z3pepzSZwORQA760mBQNwY8gr2o59KAFpPTBpQTS0AJjPXFL2oxR3wTQAA+o5pce1A7d6Ud80AIBS0AjNGKAAVi6zri2gaC3IaboT2X/wCvUmu6qLC38uP/AI+JBhf9n3rgLq4+VpJGLN0J/wA9zXPVq20R00aPN7zLE1089xhW3zSE8n9T9KSaeKyt2kdxheSxHX6VWtkIcbyFlkG6Q/3EHas7U1/tW+W3GRbxjJX1PbNcblrqd8I9EZd1rF/qE/8AomPLB44rRgtp7mMGSHa/fb0rZstOjiVVVFx7CtqCzXA4xUOp2OhUl1OW/sWd8FQfxqheeG75ImaHIzzgdq9HS2C08wKe1JVWN0oniFxNqmlzZZZFx39a6LQ9bi1xPs0qql6oyM8CUen1rutU0GC9hYFBn6V5frHh6bSr4XFvmN0O5SK0U1JWZlKm46o7K1mVQYnJaPOHB+8hrsNB1VoitncPuB/1bH0rzu21H+0bNdQiGLmPi5jHVsDk4rptOlW7tU2kesbZ6H6+lVGbi7mNSmpqzPRBzwetGaydHvXljEM3EijGDWsee9ehCSkro8ucXF2YEcZ70UozR+FWSJ70UcUH1oAKTj0paQ0AHOSQePSilHekoAKKKKACijNFABzR70dKO2KADFJk+lGcHpRnkUAB7UUtJQAmM0mDTuc0DPpQAnakGQetLxSZGcEUAL15owKXFBoAZ25NIRjtTgc9c005B6UgF4xzScA9adnIzSHBPFAB1HWgZoJA9qd2oAaRkYpFUAcZpwJx0oz/ALJoAKMDGDRyegpDkigAG4HpxS/SkBOTuIxTsEd6ADvRgY4oz60EccGgAG4ZGaOec0ZNL2oAM0dqOKTB9aAF6UAdcmjFH4UALQOKMZo9qAFA5pcc0nelyBQAA9sU2WVYYXlc4VBk08EVg+JrspZi3RgGlPP0qJy5VcuEeaVjl9Qu3v7+WdjnGcDPT/IrJ3RzTsxz5EHOT6+tWb+b7FYsQMyNxg9yegqmIWSGGwJJkY7529T1x9BXnOV9T1IxtohRIVtZLmRcNL82PRewp2nW5J3EZZjkn3qO7cPJHAuMdcew6Vs2EGFBI5rGTOumrIvW8XA4rShQVBBHV6OOlYbYqpkdKkEVPRKmVaaRnKdiExcVia5pCX9sw2/OBwQK6IjioJUyvSqsEZHjTRPoWp/aQCsZbZMB/D6N+FdDBKunXK3CHNlM3zBekTHuPY9a0fE+lK4M4UFG+Vxiub0G6CTzaRd/NhSFB/jT/EUk7jnFbnols/zR3CnJ/vDuK6WGQSxhweCK4DRrlrO4/s64YlOsLnuOxrr9MmIYwPgE9K68PUs7M8/FU7rmNWjnPWgY5FGDiu888CGFNBySCOPWlyelH1oAAaKCKMUAGKTFKcjrSUAHeij6UvagBKKOQaOpoAKKTr3xS496ADPNJgdeaDxjPrijkd6ADvwaMkHBpA+4kcg0uT3oAToeKdTXUsvBwfalXcBgnNABnmg4FN3Dfg8U84PQ5oAT6GjNFJQAw898UvUYzTQQ3GKcAfakAg+XgmlBBoooAM5yCM0dO+KCcelOzmgBOo60cjvQQR1pN2GoAdmk4NKCCOlJxQAnfGKXII5/OlNA5HNACjnuKTpQR6UZBHNAC5GKDSEYIooAWkFJjHTil57UALRSDPelxigAJAwcGnZzTaWgBfxpcj0pp9eppScdqAA9Mg1xury/aNSdjyIhtH1rqrqbyoGccYHFcTqNwsKFdwDvlmIHT1NcmKlpynXhYXbZk3DiS4M7jd5R/dr6t61AjLbwzXdw2CVySeyjr+dTqgkPKsAOpJ5+lch4u1kyE6fbsP70hX9B9K4l7zsejsQzeJ3N6zwRb5WOQMZwOwq4viTWCF3IyZ9uKXRrKz0u3E1wFeY8liK1o9W+0v5cUSFd23Jrb3VsilGW7Yyx8U3qMqyknnmu80O/+2wlmYeoHpXHvC0bZktkK9OB0rV06+jtgBGqoG/u1nNrsWovudugyKhvrxbK3aUgnFFhJ58IcYzior7aY2WQBgexpLQzteVjk7vxnchnW3iAHGGcdPfHeqa6nr92f3PnSsB/Ap2j61eu7q1hmIjt0Zx6LxTh4iu7VUk+zgoVDfIR0PtWimuxTptdSqdcuoh9k1q3ZI5BjzShUA/1rivFSyafc2+oQH54m6jvj/61epR6lYeI7JoJlB3DGD1B/wAa8/8AFdk6aRPBKSzwsV3eo7Go93m0HZ8rTNvS72PxHpkUsLAXKcrzjDen0P8AOum0e/aeBQ+RLH3xzxXiPg/XJNMu8E5TOGX+8P8AGvXYZ1nRNSs3DkrmVR/GP7w9x3oknCRhpOJ3sMqzRCRSCCP1qQ81g6bdB2DI2Ff17VtRuGJGNrDqpr0aVTnieZWp8kiTAOeOaPrR2oGTWpiGOOtB5AOaXpSZGKYC9etJmjmigAPAz1FJx2ox6UDOeRxQAcE+9BowD1pSB2oAaeg9qWg9OBRigBCMilzQPfINHPfmgBCOc0daXmm4ANAC4OetLSY9DxSZbd7UAKQD1FAUA5FLmigBKKPcHNGaBEIVfSg/L93GfenYPrSnk0hjFLEZwuaUFycfLTse9GB1NAATgdBSHDDHQ07ikFAAvAxmlo27uabjDYzmgBVyG9qdSYoAyOtABz2o6jGaOlFABnHencEUhGKTHcHBoAD2paD0BJFIePpQAtIR70EAgEH8qB6HNAC7vXignmkPSlxQAo5FGcHHakGaUZ70ABzjjrSn5icikB7Y/GgnAJoAytbnWG1C5xk5P0FcO7Nd3DOB8oPGew9TW/4guftVz5CtiOP75rmL67Aj8uH5UH+c15WInzT0PXwtO0DM8Ra7DpenTMDwgx/vsegFee6SZb2drmfLyStuY+9M8Wak2oX4hQn7PFwv+0c8mtjw5aD5OOK0UVCn6jjLnqW6Ibq41TbthhLRY++OgqOPRdQnsYJWv2PmbsxI2MEdB7mvRItOW5iClQQR0pV8OBDgIpBPTHFOFaKWqKq0HJ6MyfD+n38Om3M9vqMriAKXt77AVieqg5yDgdav286XsSTwI8YY4KP1U9x7/WthNJ/ceXsAQc42gVDJEsLBR2wKzq1Iy2ReHpyho3c7HSwYtPjHfbVfVJSllK45Kj86uW2PsiYGPlFNEayEhuhrK9mX1bPG9astS1CH7S941uHk8tYYjg4POWP4dKybbQNUdDJYX9wkqQNKyzZXaFIGOT37V7VeeHoLlSCikE5IK9aqxeGYEVlxsDY3beN2K641YpWsck6UpSupHlnhe48STagqpYSyNuG+Xov1P/1q7LxTaPJYyrIB5jR5JHrXb2dhb2cYSKNQB7VkeILYSwscdq56kk5JpHXTWnKfPMIaO6wOobr6V6D4Z1yS32jcRg8j0PrXGalCLLXZIsbVc5H1q5ZzPbTrIB9R61vVipK5zU9G0e1WN1DKnm25C7uWj7A+3tXQW07vAHHzheMdx9K8w0u+ZAkkb8N09q7XRtZQOqzYVHGC38qwoz5JWY8TR5o3R1kEoljyKkU1Xjwr70bKk4OO+ehqyBzXqxd0eQ9GKOtIaWk5xjFUIMUdKDRQAZ46c0UGigAPWkxxmlHWjpzQAmcjNBHelwaKAE/KjOOxoo4oAQc80uKTaAOBilHTtQADjNAxj1pATk/L+VLwaACg0mMHrSmgBFPUUjDPt9KXiigQzGKODSZI75pSRjOKQwx7UAY70bgelH40AJnacHkUvB9aUUEj6UANAIJx0owCecg06kzntQAdO5pTzSDrSnoKAE9z1FHXpSMR15p3oQaAFycYNHBGaTPNIBgnGfpQAo5+lHTsTSc+vFLgmgBAFB4pfXmk6Gjj/wDVQAoIxmgZHfimg4+lO47UAGfWlGR9KbyDSg0ALuI7cVXvJ/s9s8n/AHzU/euT8UapsHkocY96wxFT2cLm+Hp+0mkYOp3xaQqhyCcsfU1yev332eyZAf3knFa8jcF3zjrXE67dfaLlu4XgCvNpLmldnr1XyRsjlZwWuAT3PX8a77w6g2JgVxHl+ZdRxg5Jau68PcKtdNZ6GWGWtzvbD7i1tRcgVg2cgCgVsQyfKOa5bnY0WJmwhFc/IVluSx+6pramY+W2OTiuQ1C/urXT5Uskja98zhJOhGadriR6NYyRyWyhSMYxTtgWQHPBrl9D1GeS3VCgMuPmVemafoGqatNPcxavBFBMshCRRkkBO3PeqtoRyO7OtHPQ5FIwFQRyYJBNOLUGfK0xWIA4rKv1DRMT6VfkfisnUJf3LDueKiRrTVjxXxjbFtRkkiUeYjZ/CqNlKJYlR+jAEH0rrPEFpGuob2IzJGSw9OeK47S2Vwqg/wCrcr/n8664q8DmkuWR1mjSFN0LHtla6KCVoZUduEJCt/jXLWOY5VB+8h4+ldfFbrcWR5weorkqaM6VrE7jRrkxSm0k+62NjZ4BxkD6EdK6DHHPWuZsIjLo1tc7T5iDaSPbpXTA5GfXmvToX5bHiYhLnbQuaByDQOCKM/lXQYB2pO9KCOlHIPHNAATzSZzS0nQ0AGKOx5ozRigBAOe4P1o6UuMDj9aD7kUABxikxgUpBx7UD0oAT60oHakxzxTQWDcgYoAcF560EUhAznvS9KADiij8KKAEwe1GTjkUUuD2IoAhxx60oJHYGgHqM0nPbmkAvXtigdaQE9sil570ALyPejO7qtIMg98UEemaAF6ClBB7U3n1pMnoDQA7PNGeenH1pNx/iHHtQcfhQApHNIOO/FFAORQAvU9RRweP1FJxigHA6cUALwDSHdu4PWgOO9BOe3FAC8nt0pM0nbk0ZFADgc9qMHGcU3rRn/IoAXIB4FLxnNMOeo60hJ9hjmlcEJcyeTA8nHArzfU52lumkfgEnGetdxqUwa22qzYJwWPT149a86vZCZZHPJJwAfSvPxbu0j1MFGybMvVLr935cZ47muMumDXBGc84FdJqEwSN3LcqDgCuUcncXbqO3vRSVlqaVXcs6VaxXDO7p8yyZUg+ldRpaeXMwHTOa4W0vJNLZhO/l+Y+drdRXaaLqdpqNxKLUsyx4BYjGc+lFVO1zShKO3U7G1OFGK2LdicVjWhyBWtEduK5TqbL7jK1n3VvZvta4KDaep60t5fLbwM7Hhe3rXNPqInnMkzj8T90e1XGLZUItnZQajZxqvkEHHHA5q/FLDMxdQA568c1wEWqS2+GWO48luBIIzhj7HvWpb+JVkIAkUkHoeorR02inST+E7ILzmgmqVhqKXsAZSNwOGFXB64rJuxztNaMjlbCmsi4RpmVe5NasvIIrL1C8h0qzlv7jPk26mR9oycCp3Zadkc14m0KOGGS5KkzMc8ngACvJdLIM7qMbWY4Ir0nxN450zWElsLW7jW3miAWUfeGev0rz5NHutHkTzfmhYjy5V+64rqjpFxZy1LtprY6hlMbxyjgkAn+tdpogE9qQDkFePfvXGwyCWzgfjIBU/UV1Hhu58iVI3OI3OVNc9RXNIs9D0eMf2W0foxrUi4jUe2Kp6bkREev61d6Yr0sM700ePiFaoxdwDDJA9KXpSbcsM9qXtmtzAKOlGeOeDRTATFLkijqaCSD7UAJR1BzRkYpTg0ANPTFBAx0oO4D5eo9adncfTigBo4AyaMg5AIzSkZA4yKTGCTj8aAFBOMcUZz1FIV4BPNLjigBDjFFGM8UYOaAA5FJzS0UAJzQCR1paO1AiDFO6dc0wjcOppVBHBbP1pDFJozkZGRRzSZweR+VAC4z1NBB7Gjg0YxQAmPWl/Gkpc/nQAAZHBzRycUnAOc4pfxxQACjHGaQkA85pAOcigBw49/xpFypP900e/ejHv8AhQAvAPFGeaQtjgikyD0oAdz1pDim7sHPNDE9qAH+/Wm4x0oBzg0E9iDn1oARjgZ5qBi0rbQuSOx6D6085c4zwO9PysUZbooGSalruNGXrAW3sizMS5yq/iO1ed34MYctw2eldrqd8oje6mGQCVjU1wN/MrOZ52wp5VB1NebWfNM9fDLlp6nPagGkUseEB4/2jR4Wso7rVb28mUGLT7WS5CtyCyr8ufxouy9zIONqjt/dFXvDblND8SwxJuaa3CZHZeef0/WtFZEzvc8xvXe5vJZJWLMxySa6nwDIFvrmE9WQMPwP/wBeubnXdO7Duat6HenTNct5+dn3X/3TxWs1zQ5TGD5ZpntNo2MVqRtkCsO3kyoINaUMmT1rgaseruVtejeS0AjkCkc5I4rCstAgvZCLy6MgPROQM11M8fmxlSMisFtOu4Js27HbnIB7VpCVjSElszWbSEFsFciSNHDKJC5CEDHGDxVD/hCraWQ3QM6yE53JIQD+dSpLrLL5f3lPatG007WLjAkcIn1rR1bo1ShF3Vifw7pn2K7kAllddv8AEcgGulLYqCxsVs4doyWPVjUzda55u+pzTkpSuiJjk1yXxEuRa+CNSYnBdBGPckgV1jEKK8x+Kt88tpZ6cuDHK5kcg/3eMfrTpK80RVdoM8lslzIB2PFemeCkOv8Ag7WdGuBvmtU8+3ZuqleePyNef2kAWQoSBg/jXoXgWZdMtdevGYqj2hi3bc4z3/X9a7KjucFNNJ2KOlSlrUA9jux/P9K6XSgHHkscchom9utcxBCbS525+RsFT6iuhsAQAu7BXlD/ALPp+Fcszqiej6FqG0CGc4YdDnrXSKyuuVNeeafeiUbXGJU+97+4rp7O7kChkbfn7ynvWuGrcr5Wc2Koc3vI3sUYqGC6S4UbPvdx3qbmvRTT2PMaa3DpQPUUc5oFMQvXig9MUlAOCQRkUwDHFGBjpR2ooASgc4peRScdR+IoADxwaCCRgmjIIHrS5NADdpC4B/OlG4DmjDexoyemaAG45zzTse9JtPrS0AIeKKDR2oAD6Zo6elAIIxjmjAxQIgo5oz6Ubs/WkMWkyRSUoPrQA0kHoKUZozSnNABSdDzRnjBxSdsdaAFOKXOOtNz6UDNAC+uTml5+lIPlHApM+poAdmkPNGaacY5oAXucflRnv0opC3HFAC5BHWk+8eOtHQ59aQgGgB+cHkikIJ75pMp3BpB1yDgelADhgDpjmqOo3HlQsWYBR1z69qnkn2oxQD5Ry7fdH+NctMJNXvPJWRhFyXlJ9Otc1apyqy3OmhS53d7FG7c35eXJ+zwjAPYf4muMvX8yZ3HPYE/56V1et3sX2cWtuuy1j4GP4zXMMMEkj3ArgvqepFWjYoSxmOIjnzGHfsKXw7rI8OawLiSISwMpSeIj7yGpCpcszHk1n6hBm2JXq3APtWqehnJGDr9hDFqMtzpxaXTpZC0bbSCgP8LDsRWTtPmLKPlVOSSOvsK1GkuYHCRyEB2wR2qjqELttZ3J+bFbwZjK3Q6Dwv4pnguEs7rMkUjHYxPKe3uK9Ftr2OQggivGrT91cwuP4XDfrXpMGcZUkZ54rGtFXujow821ZnYRShvpV+Hy2IDKK5C21B4iA/Irag1ONgMMPxrBo6Tq7W1i4IxWgkKIMjFc7a6ihH3x+dXzqUajJcULQmUJM0JCADVGeZUHJFZt1raYKxnJ9qqwRz38m6UlY/T1qWVGFtyxNcSzJI8Qwignefp2rxuSe71+Ebm826gkYuCcMQe4/IV7jLEFsXQDA2kD8q8G8l4/9ItWKzxscFT1APIrWitzKtJKyexR/su7urxIreCRnY4+6eD711N/cw6f4fl0K1lWW5lI+2SL0AH8APfnkmqy69qTQ4jnVdwxvVAG/Ouf2z287F2LFm+ZmPXPetveluYe5FWR1GhMdQs/sMo/0u25TP8AGn+Na9szI3ln5ZFPykiubsJwbiKVG8q4Q8Hsa7SLydYi3DEV6v3k6bq556M3jsWYG3lZ4cq6nDrnkV0un3LbFbGT1K+uO4/wrjU8+1uPmyJF4ORwfY10+j3ccyvFLuSF8Zb/AJ5P2b6VCWoVPhOstljvIVnibEg/iXjPvV+HfsxJgsO471l6R5iXcikKrMD5ijpuH8Q9iDmtjGM4r1aLvG54tZWlYF4FHOfSlGSBRzWxkIfcc0Z59Kdjj3pD6EUwDGACOaTrShVzjNHQ8UAITgjuDRjBP9KXGfpQABxQA3ilODx0ox9KMdxQA3DKeG496Vhu5NLnPakPHTmgBAB24pSPWgkHqKBgUAIOlHOKX8BRn2oATPHIH4UZ4o4BowMDigCvR164pM0UgA49c0ZFFH60AHA70Z9OaQkDtRkUALkH1opMgdaNwPSgBfxoye1JmkzigB3NJkUE88UEnv1oATPoTS9qbzn29KOnQUAL9DQcg0mT1GKUsdufegBcqe+KQYpNxJpQQGwetAC8/UUbSTyRQSDwTiqmozGO28pGCyPwCT90dzUydlccVd2M7UZZNSnFpbnbCp/eSCsTVL6K1VoITiMAKAB96rV9qMVnbeVH93HCg8yH1PoKp6ZoM+pyi6vcrFn5QOC309BXnTbnK0T1KaVOPNLYxhYT30UlyQSiDn0H+JrImjkVWmYELJ8qZ7jvXpOtolvo5ggQRoOAq1wOooUlEKPnb09j3rOpDkdjWlU9ormZsBBQdD1PpUc0QbJ/hUGrPllUEagkngn1qK5IWMrkZPHHrQmW0cpcxg3kX1NV9SgItmOMYYGtKaMm+TjgEj9KXUocwSjt1rpUjntucrKxUELwScZr0jSJxc6bbydzGM/WvO548TKOuDkV2nhebdZvCTzG38xmlV+G46DtOxukZpMMDlSRUwTcBUsUOTjFcrZ3EUUt3uwrVs2tpczAGWRiPSltLb1FbdvEOPaobZaIbfTUXBxk1qxqIwAB0pEXaOKcOtITYsjZiYe1eAXyy6ZqU8JPymRivp1Ne/SpmJvpXjnjiwNnrD7xiC6zJE391x1H41vRdnYwrrS5j2zRlGx0POPSnSRiaMhsZXis+wlzvXPTtV2OTdj3FdBzWLel2q3qNbnIlXofftVyHUZ9Muhb3iMwX7kin5h/jVXTJTDfK69Twa6HV7aLUbWG6CYdTzj34P61lKzdmaxbNWx1e11ILE0scrY+Xd8r/wCBratoDAr7Q5DDaQRwVPY15tYWJa9WPsTwfQ16INK1LR4laKd5Y84KntxnP0rJw10NHJdTotBm8gqvmbjGuwhznj1B7V1QYOAynINcRZz3PEhgV2J4H3WP09a3dM1SGd/Iw8Nx18p+49q7MNUSXKzzcVSbfMjaAIbilwc5pByQ47Dn3pc812HEHuT0oIzg0nIY+hpfbtTAOo460HOeBzS8Zo9xQA0n1pM/NxinA9xjrSY5GKAEH3iD0owB3pcZ5wKU9+lAhAO+aTB7HNCg+vFH3WoABwOQaXjtQcEcHFNNACmg9OelGe2KUZ6HFADSB7UClwPakOB6mgCpn2o6+1ICSKKQxe1LgUmcDJxRncOlAC8CjNJ9TSCgBTjuKPpSZ9BRzQAtHWk/ECkySPmx+FADqCMd6T8abQA7dg4xRkd6TNH1OKADcPSkBycEYp2O4ooAO3rQRuHSjvS468cUABYKpZiMAZJPauY1K6klcybeG4RD3HqfbvW1fMHXYf8AVKNzY7+1Qx2AeCWaYAzSD/vkegrConPRG9JqOrMbStD8+Zbu9JkZzvAI6DtXU4EaEcYxUFmP3COSANuD7VSnu5Lqby7UHy8ZL+o9qUVGnHQcpSqS12Keu6lDHbtApUyPxn+grjzYyNIzPnOOSRXV6dYi7mlvJ0DIpxGCM89zWdrkoSZ1XAxXHXTfvM7sO0vcRzl0BCm1Tg9ScdBWWw8wl8cDoKsTyG5kKqSU/iPrS+WAoGMHr9KyTOmRiTQ4uwMd+Pyo1GE+RMMdVJ/SrssQOpqv0/U0upR7fMB5wpH6VtfVGNtGcBqBwqOPxrofCMjPHcz9mkAx9BWDfJ+4wT14ro/CsPlaOpx99i1bT+AzpfGdhbnzAKvRJhgDWdp53HB4reW1Plhlwa4mzvWxZtxkYHetOBSOtULZMHJ61pQg9akq5YXqaco5pnJbinjgigQrjggVzXifw/FrunPayHa3343H8Ljoa6gAEVDJFmmnZ3Qmr6HzndWF3o2pTWt7E0cgBIPZh6ipI5wrqeduK9n1/wAPWWt2xhuo/mH3JF4ZT6g15VrHhe/0SQmRDNa54mQdPqO1dCqKRzSpuOvQLNgt7GCerYH410thOGPkk4zkVxaXBRopAQSpB49q3tPuhLdtMp+Qvx/WlPYcNzotP09o75pMHakqg56YJr1m0t/OuDkZCjOOueMVxun24exmbrumjPT0zXoWiJmHeevSihrKzMcS+WN0U7nR40Cw5xE5BQ4+41ULiy+2F7KZTHfQjfDKOrY6EV2DxpIhVlBBrnteAtI7a/yBLaXCAt/eRjgj9c11yppanFCq3uJol+1/p4eUAXEbGKYDpuHGfx61pDFYmigf2lrGz/VfaQox6hea28e1bU3eJjUVpaC5wBSdaOh6UdM1oQBwV46ilIHXvScjqODQOB1oAOnakOfXFOIOBikHNAhOw6UfkTRnjk96CO6mgAIGc4OaQnJpQ3HJpMA9KAFHPGaCMU0Yz0NKRmgYpHryKQhccUEYHXmjIKgnrQITBpSDjtSZWjtwaAKWR0B5peabg+1HJPJpDFKqTk4pcA8CkAwOlJkg8UAOAAoz6ZpPwoyOwJoAU9PSk57UDig8nrSAMZ7ClAxTSPekIOB3oAdyOmKMik9eRTeOuRQA7cAcYNJnvjNG7PQcUZ7UwAZzwcfWl6cUhOOcZpRgjOKAFHHSkLEYKnkUo9qBg0gIvJDyqW5AOfxqfGG5HFIoweD+dOIOaVh3KDwGT/QwSE3lnx3XsKddx+VaSrCoUlCvFWAu283Y+8n8jQ678ryPUiptoy76lGCRY7GJI+QEGfY+9chrwE85WMgjb8zetb91JIvmww/6lGwQPX1J9Paq95pQS2aYfMwXntx7VyVk5Ky6HZQag7vqcTDAM4wQoGT70dQTgYJ4+lW7oiCLy+ryEZ+lZV5drChX+I8BRXJFXO9jbHbPrG4DIXLH+VQa5KEsZZeB5hwv48fyBq1ZRm1t3Df8fE/3v9kelcr4q1mOW5S1hI8uAckd2/8ArdPzraKuzGTsjBv5PNlSJeTnCj3Nd1pFt5NjFH2VQK47Q9Pe9vvNkHyoQR9a9Egi8tBgcAVpWlsh0abi22OizE4Oe/NdfpyiWAcdq5I5Oa67w64dAhPOK5ZHSWEj2ueKsrwOlWLi32ncoqrI4jjJNFgvcsREE4qUrWfpkvnSSOTwKvmRemaSGxehwDTiuRUCSqJfmI/GpzcRBR8wz9aZOpWmiOaz7i2EgIZcr3z0rVe5hx8zqPxrlfFHiiDSbQpAQ9w/CL7+tJK7si4JyaijzrxxBaQaqsFhbKk6czMPu4PTisrT71re3COoVA3Bzmq17LcCWW4lm3yyncxPrVaMPJCW8xct+ldyguRJm/1eEZcsk+ax7D4d8XaJ9gSGfUYI5V4KuSOleiaN4n0IWhzrFiuDnJnUf1r5QWeSN8eaW7EVJcMjJ8qZJ7mnCjySujhnRjVpyu9UfWd5488LafHun12xwB0SUOfyFcF4u+KnhjUdMezsL2ZpJGXL+QwVQDnPPWvBrdFBZnIAHGBTXkLOfLXAHGa6Je9oc8MHGEFNvV9D36w+KHg7TdNEX2u8Zly7E2x3SseSfqa8/wDEHxU8R69dSppMj6fYqTsSI4kK+rN3PsK45BAYQZDuOKrLO8Ug2ryOlKLbVkbzwVKlNVJy0Z0Nl8S/F+kzZXWZ5l7pcgSD9a9C0P43xOiLrFj6Ay2x6e+015HLD9uTcY8YHUCs0WDoSNxHtTTfcmphlGTUY3i+ux9c6J4k0jxDD5mmX0c5/ijzh1+qnmtQ5wdv1r43sr+7065ElvNJHIhyro2CPxr2DwT8ZJ2eOx8RoZUPAvEX5l/3x3HuOatSuebUw705D2kNuGQevajnFRwXEF1bpPbSrJC4yjocqR7GnkkcnniqOZpp2Ydcig4NL1x7U05AyR+VAhSG2/KRSg56im4+XIBoJOOlAC8+tJznmkPNKDigAJyegoHGaXOR0pAfagA59KQAkUpyOc0gI70DKfbmkyPrSY96OaQC8n6UEAUmT2opAGaQgn7tLmimADI60c0nB6GjvjBpALzSDAHSjB7UEHOKAAlvYCkyAORS4xSkHrjigBm/PbFLuHegjnik5HcGgB2c9TSYxSdcHbyKd15oAXJz9aUN+NNHsefenfU4oAdjP8OKBkdqMccNiq15qFjp8fmXt5BAo6mRwtDKjCUnaKuTuM7Wx0Pao23TFkViqdHYdT7CuYvviX4UtPkGpiZ+mIY2fH6Uaf8AEXwvczJbJqPluRw00bIpPpk96TLjSm9kbb26wiWJB+7kHHs1UNUvYrDSDLMQQwICn19qwPEHxS0GzVorItqE3rEdqA/7xrzHWPiBqmsTBVSOCBOETO4j8awmna0TqpUJtrmR0F3dzSytJwGbozdFH07ms5rq3sT58043npJKef8AgK1ylxrN5jaLg5PUKuP1qlJIG/eSs7ue7GsI4d9T0bK7V9jf1HxT+6aGyR8t96Vzyfp6VzG5pZMyd+pI6U+PLZYJSBJHY5BIrohTjHYxmtmle52Phd44hIu8HnOa6hrgsMIjH8K4Xw/q0emTh5UDx9HU9SPb3r1HT72w1K2Wa1KmM9h1B9CK460Wnfod0oJ2a6mbbpJKQu05zXW6LaPblZD0qrYWsTTEn19K3XkjijCrisCLGkZFMZzjpXNapcbV2L3q7LdFlxzmst4TLJubn60cz2CMLD9PdkTYp69a0QGK+9U7eIRsOfyrSUqU5pFyKpgLHqfwqWOxixkg59c1OGxgACoL3ULfT7V7i6lWKJBlmY4xTSuS7kV2lhYWkt3dMEijUliTXh/iDV5tX1eW+ZDFGPlgjxjavb8e5rV8TeMv7fuyoLR6fEf3an+M+prmJ5vtjBUUYPSu2jT5dWdEKcVT5lL3uiIpfMuIRJIeCeOOtSW9mXhyGAGaiuIJo413A062kuNrKu7rXQ9Y6E07LEctWLbsQGBUn2seAeanu5UWHy4lByetVnikedt2Qc96sXEaQQYOCxND3RnTuo1LR5V3G2lvuVnkPANVJZQHbaOM4qeEvIpQZ69KjaDLBeS27tTW92YVHKdGCpL5i2m4sF7N1PpV65t0ii3A/MO9UyTDhCjA+tSsZpYwWBx2NEtdjbC2jTlTqK8iBLuRG+Rto9K0PI+0Q7nlxkdfSs9olVd6t83cVCLph8uTt9Kb12Mqdf2N41/evsStF5Dtkhx2IpLO5EcrHpVyHyWiyx5xVZ4omO5QVPcdqSSkFTmoOM01Y7jwR8Qbzw9f+TuNxp8jYktyen+0vof519B6dqNrq1jHeWciywSDKsD+h9DXx/DBNHLnYeOa9B+HPjybw9riWl7ITptywSUN/wAs2PRx9O/tVR0djixUFVp+0atJv7z6KGKQMDkUgIIyMEHuKODx3HetDyReB7UbuOSDSfe4wPzpOhoAOpPApQf9mkXGfu0vAOCKAEHB6U4ZPSkBx70ZGelAC5I4NJxSjBPH5UmO+KAKHHrRz+FBUj0pKQwOT7UAY9aU8jrScDvQAmeeOtL9c0v0NG3HWgBMADgGkxS/Q0UAJjnqaVVI70hOeBS8YwOfrQAucZ7/AFpg3Z+8NtL0GCaCAevT0pAHH96jb7gUZGcYpNvvQA7GKQDPPP4UbQOpo6D2oGhdwPAzn3qrqWq2WjWD3l/cJDAvdjyx9AO5qj4j8R2XhzTTdTnfK3EMIOGkb/D1NfPnijxPqfiHUjcX0pwvEcS/cjHoB/WldbHTDDScfaSXunY+I/ilq+pSSQaMDZWY48wD96w+v8P4Vw0+qTSsWndpZW+87nJ/HNRW12sUWHHvmoBGLmYlSBuqL66nu06So0l9XfvS6Mnt4EuDu3YGe3ekuB5eIi3ykjp0qOVZLc7UznttqWKMzRnzARj170ne12bQ5HL2ajafUbcLbrEAp5+tEEcIiLMR9KZcwKsgCtxipJLQpb5LDpS6LUq0nVlLlXuorRiFrjJIx1xTruSIkKg4+lSWtpv3EtxUUluvn7Sxx0qtLmDjVVG6ik5McJ1jttqrzio4JWXdgDBqzcRQxwgAjPTrS2phSNicZz6UrK1zTkn7aMXJJJGe8hLFTwM9a2dF1a40ubekhUtx7Ee4rPMkbTZxkbumKluGiCbowd2fSm1zLlsc1GCpznWU07dD0zR/HenSuIrtmt3HHmHlD+Pauvgu4btA8MySIehRgRXzxGW3YGRzye1alvqtxbqWhkKsBwVYqa5qmFV/dY6GIp1U51PdPewFPpmgqMYAFeIW3jPXIMBdRuCB2Yhv5itX/hPtW2HF4Q2P+eQrF4WaZrSdOom4yWh60vy8HGadLdQ2sReeVIkHUuwArw+bxnrc+fM1K4A9EIX+VVbjV3nG6Vi7HvI5aq+qy6hTnRne8rWPUdU+Iel2rFLMtdzDgbBhB9T3/CuA17xBcaxIWvJd6j7sSHCJ/n1rA8l5AS0wCYzUcXlhlDOCM1vGhGOxcKvJo4pX2bGOpOWPYcU63ndJlIUcdq0LiW28hgMZ+lVrSSBZ13DjB7VsndbGc8OqdePLNK466vGeNQVHWltrvZGx2dT6068kt2CbcZye1LZtaiMs23Oe4qXbl2OpObxf8RbFGed2mcjA54xUr27unmSHP1pJpYhMxReM+mKdLJJNGeCF9BT7HHFp+05pc3kOgljgjbgbvSq8cu26R2zgt0qS3tmaQhhgcU+6gWOWNVAHzA5o0u0P97KlCaVknsN1KdX2lQcip7e6iezAIORxS32n/ui27OPQVTsIQSVLd6n3eU6W8RTxOq+JEBlVJiSCU3dDU0kNq6eZGSrenWnXdkBM2GJyac2m/ushj0qpNK1jjjRqtzjOKdhLe2SR9ol+XHpVie2SLac5GMVlxrLHKAr98VYnWcoSWzj3o2kOLhKi1KF2jUszCYyrYyPU1CVt4rrLMCOvrWbbq5kxnr71akhdVBLDFFknqzZYidTDpxhrE+j/AIb68Nb8LRxmXfPZnyWJ6lcfKfy4/CuwJYc9a8B+FGrnS/EaQSSHyLseS6npnqp/Pj8a99PH8P61rF9DwMbRlTnztW5tRd3fAzRkEd80mc9ARQeOpqjiDnrQSaCBil3dM0AAPBppIJ9KccYpMAigA47Gg5U8kmgLmlOR6GgDO+b1BpQT3xRR3pDAgHtigLtHaglehPNJwBQAH60mFPfJpfwo/KgA4AoJwO9HOaOnfmgBC2OdtAJwCRRzR8x6kYoAU9eeKOM5J4pOc9jR1HLYFACZXqTRkkcDj1pSV3YXn3pMnpigA2jdkjmq2palb6Rp09/eS7LeBSzH19APc9KtBcHgfma8k+MWut9os9CiYhQPPmAPUnhQfwyaTNKUOeSVzhNf8U3viLV5r+4yEJ2wxdok7Af1rAabzZcsOCauyTQpF5QQZPc1UeHagKrgd271npe7PoKkakIRhTfMluPnWPHyZ/CnWschYhFwaS3kjWMqevvTra68uTO3jmld2aRajSdWFScrX7CXUcqMuQc1JDFP5DMoYA8HmmXt4HK4X9amjvStkV2gZFF5OJpGnh/rM58z0RVEMjzYGSc8jNTXKTKoVt351HBNIJNwwTSzXEksnOPTpT1uYqVJUpSTfvMfFBOIt4Bx161FFbySygDHryanknmSDbjAxjOKZbefklQfTOKE3qzWUabnCFpOwlxblGClh61PFZYgDF+gzVWXzpJSDuJ6YqxJFOkBJDYAx1pO9krhTUHOc+R6EcFurSqCTyamu7aNUGCc59agt4JWkxt6DrmnXFvIpXI9T1p/a3Ig+XCyfs9yW0tUcMSSOahurVVnIBJA9RTreGfyyVUgZ7GopxKspBDZ6Gj7W46rgsLG9OxYh05XiUkj8qryQMsjL5hxn1qxCbhIBt34+lVXeXexy2ck80K7ZOI9hClBqDRcj0390rHb0Bqn9mYk429aupLOEHJIx/dqiJJN2cnrnpRG4sWsPFQtFmg9iwiLbhwM1Tjtt0qAMOvpVp5rjymyx6dcVSj81pU27s5oSdtzXFew9pTtBl2ex2Qk7zUdraBpcFuMelE4uDCd2/qKjtkmMhwHztoT916lVXT+tRSgya8swhQBz+VPtLFXiyX7ntUF0Jwy7g/Q4p1vHcNFhd2M9zSfw7jg6bxcvcZDPCiTuCSRnrmrss8S2rKi5OOorPkgkMpB4571ovYqtqxLE8dqJWurhhvaP2ns4WKKXDlyqcZpLkPG6OykNkHJqxaLFFc7mx07mp7maCS4RTgrtOdw4p3szNUJTw6c52lfQhlu5JYQDgfLg4rIimkSTIJ59K1IpVSQReWpHYiq08XkHft+XPahNaoitGpNRqc+24jSyOwYlicVagSdoejccdaovcjGQDxVmz1LaCoUc89aHdx2Jw8qca15zepXaN0fDBgQasvFK0ZOGIxSXMrSMHBHpirFtdyuvltHnA6iiTdr2LoU6aqSp8z12MtBIrAjd19KszPOE5BwPanvMIpcOjDnOKtSzxSQnCnp6UpN6OwUKEVGcHPVEWm3s8EyyROwdSGGPUcivrLTrsX2mWt2p4mhST8wDXyRaTiKfJB5FfTHw8uheeBdLkPZGjyT/dYitE/esedi4ReHjJSu07HTgEng0YJOOKAOcZoxg5IqzyGLnb6UhIIpN3sKUYxQABsDFISCacRxxSHB4JAoAbkjoaeDkDPNRAFGwTkGnkcDAoAoj6ZpM+2KKX8RSGG3jOaTpRt9x+dJyT1xigBf0oJGcbhRwO9N4zkdaAHU35vQGlx370Zx15NABzjmkwRyBScnOcAUMSAATxQA7GAc4zTSM45BHpSADsaQHnHagBykAkAbcfrRnjtSbvYnHpQCDztI9qQx2OM8/hXzn4+mN1411aV2OYrgxjPYKAAK+i8fhXzj8Q7ZofiBq6Y+WSYP+ag1MjtwLtNq1zm5fLAEiNz6U37c8g2Y9s0jQ+RIAxyKc8ClgYx1qHY9X95dtad0RRwSGYccdc1bghRpwCTTbjekRGDnGMiqcbSeYD831qleSMpOGHqJON+poXsEQVSPWpSII7Jem4+9U0KuQrZZuwPSp7i2ZYlkOBk4wKhK1k2diq86nVpQT0JbSaNA2Rk+wqNbhTcbtpxnpT4YEFsXduaLRIA5L44HrT01KiqzUINpdR13diQBQpHfrSw3RihxsHrmorhoDOcBfTpVmSW3S3KqBnGOlHRKxcZTdSdRzWhTjncyhtq5zmp7m8do9pC8mi1liWRnI4Ax0p11cxM64U4x6U38WxjGUo4aUnU3GWty4LsNvam3Ny7SDIHSrNnNAsRLLyT6VXuJYWnfgenShfFsVUUo4SK9puS2t4yQAbVPPWq9xclpmygHPrWhCbbyUHy5xnpWfKYGkfG0gn1pRavsXi1UVGEVNFyC92wqpQ9PWqTzguW2nOfWtNIrcxjO3gdM1nCGFmHof9qlG13oPFqvywjzIvi8TZgowwKzxOoZThuorRe1hCNtJ6etZ8duu9eTgkY5pxtqPG/WOaCbRelvozC4AbOKow3QWZMIevHNXprWHyXwT09aqQQJ56BsYz/epR5bXDF/WPbU9UTXV3uhIEffuahtLorITs7VauoIFhJ+XIPdqhs4oTMQdpG3uaFbl2HVWI+tx99Dbu73svyDv3p9reFIMBB19adeR24KEbO/elslt9jA7cg+tDa5dhwjWWMd5ooT3DvMxGF57VZaSWS3b5mI29qLnyFnkwUH61cFzCbYL/s9hTeysjOjTbqVFOoZdpA8lwBtxx3q3cWcgkXBUnYeKhtrlVnQhCee5qxc3becpKDGw96Jc19EZUY4VYdqUru5luskM6naQRT5rwOFUj86upNFLG2eD6Gsu6hRpSUPSjeRg4OlQvTldMtw2kdxEWOMn8KpyWohlOwlgv51JFLLaxgHpToJxPIFJ+8aE3qTONOcYqKtPzHiVDFwMGoobx4pAQCcVpT2qJHuGCoH41nCIFsYySfWnBJpmmK9rSqQV7MuyXC3aFWjXPrSWzRZCNkZ6HPSrUP2aKE7sAgd6gjSJ3DZ2YOT6UlbqddWM1KM01JvdEf2ZUnADZBPBzX0f8NrYW3gWxUNkO0jj2yxr51RUml5ZQq+h5avo74dR+V4A0gH+KNm/Nia0jueVmC5aXuxSTZ0+0A5pwxjpSYx3o6dKs8QAD60YJpAcHp1p2D6UAJkgEYBpFJPUfrRzuyrGl5JzxQAhGe1LzijqKMGkBnc0HHfFGPSjHNAwwPSjIHVgKDimkZ96AF3DGeMUmQelGAOpA9qM+35UAHUUbcdM0g+p/GjIHJyaQC8Ae9N+tG8MeFP50EjHFMBeDSkgEAjP0NMpozk5NAEg6kjijJpvbpQD/d/WkA7hu9eJfGHTpbfxNbXqJ+7uoQNwH8a8EflivbOP71Z2t6FY+IdOazv4t8edyOpw0beqn1pNG9Cp7OfkfL8kUjzDfnaBzUT3TCQEAYB7V13iXR08N65c6a1wJ9gVg+3HBGQD71zSWyTzM3AQe1Zp9Gj3alBytOjLWQqS/aDhiFTuTTJUVgFiGAKguiQ20YCjpimJNJHyPmo5baoynW5m4VV8yYK1uys/WrFxcvJEg6LnpVQO9yuW7VfkaOK1jTjd1o63ZrS+CUYPljYi2SG3BOcH1qxbWZaIu7YGc8VFPcEoiKMAU4icW/JIUind2NYKkqjdnLlQsFsHkGWI7k1LdQxJtG/3PNR2tpI4ZuB2HNMeAtKwyOOKL6i5XHD6U9ZMt2lvAYyxblj/eqtNHC0zbWyBwPmq19h8uIt5nQf3apx2bSOFDcse4pLvc1xEJRpwpKmjRjs4liUFjkDPWs9rYMxIZuT1q1NaPFE7BgeKoxW8jSKo5yezU49XcWNik4UnTNI2QRAQ/IHpWb9mZiDuGSauzJcRxsSXxjjBqnGZfNTJfqOoojexGO9lzwg4NF1rNwhOV4FUFt33KPlOenNXZriYRMCSOPSqkMz+cnIxn0ojzWDGPD+1hGzRbltpRE/A6etU0hlLrhQeR3q9NeP5TghemOlU4biQSoRt4PpRG9mLGfV/bQV2WZrWURMSAePWqsVu/nIMDk1dmu5jC4+UDHWqcVw4mT5lHPpQuaw8UsP7eG5ZntHEBJ2npzUNtayGYDKcg96nuLmRrdgcflVW3uZFnXkD8KI35R4j6usVDcnu7N0VTwefWktbSR96grgY70+6uZTCMbfvdSKZZXTqzD5emelJc3KOX1VYxXvqJdWbrP8zLyBVmGyLW6tv7dhVe7uZGkVvl6elS291KIVGRjJHIofNYdJ4SOJmrMjtrVBcxgux55xxVq5s4i45YYQ96z455RcL85B39qsSzzB2xISfL5J7c02ncmhVwypSXJ1IzaN5JYNnHtWSyuG7jJrUe6kjteSDkVTinUygMuBQr6nPiI0JckIPlEaY+UQ4zxVaEfvMoeRWhdCJo+CMmqMUTCTKngUo/CyK8JKrFblz7azbY2/GrSRo6eaSCccdqypSPNB6NWxDbNcWo2uo+WnokbYeVSrUkmua2wxLITRF2kPHQVHbw/MVLgnsTSxRTI5TOMnHWkmsZoyH3ceuaW3U2avFTVN3W46O0kF0ibs7jgbR1r6t0ewXTNDsLEceRbomPfHP6186eCNGOr+KNNhcgj7QruPRVO4/wAq+mGOTnvWkNTyMyajywirJ6ihSKQcZHFKM460meeas8oQ/mKepBHBP503GeQKAOeAQaADnJ9PrR070NtHUEGg4PQ/gaAF6HByaTI9CKUHn0pSpI/woAzjx1pueeDQR6/zpME0hi5H1pueeFNKRgc8Um7A+6TQAHk4PNHPpigcctkUm7I4J/GkAucnG3n60PKV4AFJuJz0puzuaADIIyaBjqDxRkL0HPvTR260AO/E/hQWAX5jj6UhYn2pMA9aAHBs9qM5zxgd6TcqZJoDqVyMjPcigY5T2AwKd0NM3e/40oxyTk0AeF/EyNF8fXhkPDwxMv8A3zj+lcDdSNGSsZ+X1r0D4xRlfFsLYwslohB9cEg15rOjKAC3LHpUW1uz2fbv2ChBbdR29Wi3McmpElVYCFXJNNjtiYCSeM1ZMEaWytnmloVShUa5ttCMbvLAA6+lWWtzviDHAI6UGWMxxqgyc05Vkubj0UUtTpUIJ2+Ju3oOnaJZlRBnHpRcXLvtRVAApYViWcsx3Y6cUCfzJ9yoMZ9e1M1k24tOVuZ7LsSKbiKDgMBjqKjt4JpJeCeOT81Purt22oAvqeKW1knCEqD8x7LS2Q2oTrxheTURbmKdVVS2cn+9TLW3n8wsufl6YNMnuJmm57cfdqe1upUjOcEE5GaNoii6NXFXfNZCXMlykYVi3zH09Kit7iRZgSASo9Klu71zIqkKVA7GpbO4j+YyD2yRmi3u6ofNCrjFyzat3EuL1mgI2jk461Bb3IM65UkjPerN3JbsEUbeSeoqK0ggkmbGOBxhqFblNK/tZ4qMYzTJri6jMDAgg/SqsE8RuEB6dvlqzd2sawZBOMjpVaCzDSqMtyM9KI25QxP1j6zFWTLlxNb+Q3TP0qnFJCZ1JwAD/dqxcWe23Y7/AE4xVWC2DTJ8/HsKUeWwYt4h14JxRcuZ7cQMOpxxhc1WgnhE0eFxzjpU81mghb52+gFV4bRDMiktk+gojy2DFPEe3hoi5cXUJgkHOcf3aq29xCs6Fi2M9dtW5rJPJfDN0zVGO2Xzo8M3J9KI2sVjPrKrwdkX7maBrdiMZHP3arWstv8AaBkpyCM7aszWI8h8P/D6VRhtXEyFWU5NC5eWxWKliIYiEnBMuXgtyqEGPvUlkIDCeI8hvaq91ZOIuNv3h3qK0tZirgL0weCKVly7h7WpTxmtPdE6rCt8APKH7z24qxL5Ukrg7DiI9MdKzXt5Re48s8MOlPmhkWfbsIyhGaq3mZ0sRUSkvZ9Qu5LZrfaMEjiqtvaRzMSjdqbPCyDOQc061jlQ70545xQvhdmY1JueIj7SGnkQ3ls8RA6ioYN6EnHFWbid2l+YAgVZtWiaHDdT60NtR1MY0qdXEPklaxlXLhmGRg1Pa3MsafK2R6U66iRpjtHtxSRWb7NwNDty6kQhVjWbj+A/7c5c7sZzV9LySWDBKnK46ZrFmEkUnzLmtCwu4UQKy4PvTlblWheFqT9rKE52T7nd/COU/wDCwIY2PBgmxx3C19CY5OK+d/hlcxL8RbAKVw/mLwPVDX0PWkWeRjoOFXlcuYMkdcY9aUfMOGBpMmkwB0AqjiFXrg0rKRypP503ywTuFLjFAAGJGDQfek79M0pyOmQKAE5I6ClHTGP1oz65/Kj86AM3H+c0mSemKD7ClOcYxSGN2nHLU7bxy2PxppAx0prxq2Mk0gHbucBs/Wk5PXH4U0DYMKq/jTlPPPNABwOlJz3b8qUkdaQ4HJoAQsOnOPpSc9qQMc5I4pAxOTyKBi5JOMUbiMnHSkOQp5we1INxwBzQAoGeSce1KSB15FIQN2MnPpRnnHegB4II+9x6Uu7PABAHtTV/WlBPuDQB5p8YdLW402w1MRnFu5ikbHQNyP1H614hcHdKu055r60vbG31Kxms7yJZreZSjoe4/wAa8P8AFnwyufDRk1K1f7TpiEMzE/PECeNw7/UVLXU7qNT2kVS0XmcGC7RlBnA54pY43kiPXj1qwkqJLJ8pwelMimO1gF6nAqdeiPSjTgmlKV90T2sKx7TIR0zimo7StKqcAcn6Uy73xbMn8qW2id1wpx5nUn0oWpvJtNU4LYsbIYLYbmy7Dp6U+2eKJSxjyTz07VFJCvnBNxP0q3LDbxW7YwDjHWk2b0oT5nJJJRRTlug8hYKR6fStCO6VEVPLPA9apQRQySopC9fWr8ltCInYccdc0StsVgY4hqdXmRnNdKzMSp5J960oZ4FiROfujqKzhbxvgDdzwcc1pfYgMYc5HqKU+UMuWJ5pTsmUZjbyXMgymM49Pxqza2cbwbgWBJ7HpWfJbOHcgqeSPSrUME8cKkKy8Z4NOS00ZjhZyliZOpTuNvLRg6gOCME81HbWshLYAPA6GmXE0yz4ZjkAcGprO7dA/Cn8KfvctiE8NLGapoZdxSqqgq3XPBzUdv5wlBUP0OMZqzd3e5UBTv61HaXSiU/K3ShX5QqRoyxa5ZtBcPN5Jy0gyR2qrE0nmggvk1o3N5GYCMMMnHSqsFwgnUgNSjfl2HioU3iY/vOw+YymFgd4HoarxCXzY/v9fetC4uozCw+bP0qtDdxrOpIbG6nFu2wsXCl9YheoTSrN5Un+sA2mqKtKjKcuMGtiS8iMbcMPlPaqAuo+MluPUUot22Lx9On7SDVQtNNMEPzt09Kz47mRHVty8HPIrcFxAeCw/wCBCsrdAxJLJjNKLutUaY+m04SjULNxeO1u+UU8VHZ3m2R8x9R1DVoNbwyxHCqcrxtPt2rPtbaJphwwyCMA96E48ptWhiY14TjNO4T3Si7DbGGMHqOalmu4zOGwRhO496Ze2irKhVm6envUOpQ+RtcOGXAyce9P3WZueKpym57JmZcySbnHOAf0q7pVzjO9fl29ah1IpGYnTkMvNXNMtEe2LA4JpXVtTmoQqPFWg7tEF3DG87MnQnsalNiyRAg5wKqzJIlww5zu6ip3v5EiKkZ4xTlzaWHSlS5qk6sbMz2Vw3IIyauJO8aAHBAqKKZTIMqcDmrE8kUihcAZ9RTlduzRhhoxpxlUhLcqPJ5rksvXpV2O0ieA4xkcmo0ih6lgpHTBpk0pGVRc57ihpPRF026cXUrWdze8A30WjeNLHULgFoIXO/HUBhtz+Ga+ou+OMetfJ2iJ5uo2sLnJlnjTbjg5YCvrEjB2+nFXBs8jHU4RcZR6hj3o5o2kjikOR61ZwCg+1GaBhh1xSnkY5oAQc98GjOD1pAMUuKADJ7cjvRnmgZ54o684oAzO33f1ox7kUHHGTRz2/WkMRmQHh8mmk5NKR3wM0DOecD8KAA9Pu0gIxgClIPUjj1pC4z0zQAjfd9KaQB/F+FKWyThaQk4+7k0gDnFGM9wB6mkbP0ph5+9+AoGHJJ+fPPrSHg4H86UBBnBH0NIBg9KAAbgCevvUi7gMgjPem+1L9KAHcE8U4A9+g70zOPSl5A60APzjnGTWB43tmu/A+rxLwTAWx9CD/St9cmqGuukfh3U2cAqtrKTn/dNDKpfGj5n8hTK+SelR5S3KBMHHJJ9aZlvMYkkHIHJpyNFlgxBrN3R9DCUJWSXKyKWV7y5WNQB3JNW1lIISLhUXaPU+prPfaLxNh6kDitZDFBLMvHBwMUlsRRvOq3KVtSmiySTglWJJzzVieCXZkqOvrUENyFnDBSas3F7vjxs7jvTbd1oa01Q9jO83cit4ZDIAq+verM0Eq27Aqew+tQWl3smHy549auXF6Gt3+Q5+tEubmNMLHDfVpWk76makcgYZDAZ/rWn586scs34jNU4rqNXUkP1rV+0wupBI6d6U2+xWWUoOMnCpYxhcSA5Yg59RWnb3oWFAyEcdqpEQsTjaQPwq9FZxtAm0sDjrmibVisuhiI1ZckkyrdTxNO2Ceg6jFTWSwSK5IQnNVLu1Mc7YYdiMinWtvKFb5R19aHblJpTqrFvnhcnvrePEeAR16GobW2Vpj8zAY71FdJKrLlW7/gKZbSSrI3zN0p2fLoZVKtN4xc1MuXdqFgOG7jtVWC2zMoMn5CnXM8vlcscZFV4ZpBMCGzRFStuGJq4Z4mN4djQntFW3Y7zniq8NqGmT5++elE11K0LDd9cVDFcSiVMN39KI81txYqeFeIj7pqtZYjbD849KzTbHPDgmrjXkojYEr0PUVRFy+BkKaIc1mVmE8I5x0ZqpaPtHzKKzmtpFZhjOCR1FaC3zDAKDp2PWqLXoMjFkOMnoaUXIvHRwcoQsy2lvIIkyjcr0qjbyPFMpDMpzWvDeReUp5XgdR0qnDcR/aEYuPvd6Se+hpicPSvTcKhHdzyZT96SMHqOlRahcO9qN5B+T0+lX75onCfNGevpVTWFiFpGEVckAZWmmiMTSnD2jU7rQyLhWeGMnpjitKxeW3t16jjv0rLeZjGinoprciuYxp5VhgkY5o8jnwXK6kpqVmkQw3StOpkXHqe1MvnhkACYzntQsCsWKnHaqbW7+Yx4ODTsnIuU60aHLJc1zQitLeG2DyNjjPWkgjt5d0kjZ5wM0yW1lEKFsBewzT7W1d88rxS6Xuaq/tY0409EiAmGOYkYIDVfZLeUxFcde3Wqdzask3JGDVlLdzZhhtOPwo00swpOpFzhOGi1NXw9aqvi/SFJyv2yIgH/eFfT5JLMCMc18t6GZRr+lTkORHdRMfpvGa+pWxvbOeprSGx42axSqqSjZMYilM8n86XPPIJo9qUHtmrPLEwvYGgcHvS0meeRxQAZpwI96Q4PSkOT0xmgBSDjgUi5ApQWC8jBpD15zQBmDaT8vP1pcAdDQB6UnTrSGADMeWoIHrRk9qbty2SWNACkZH3vwpOPUcUYzwAabgKMDg0AG8HjFBHIJ6UDj6/SjaSMtjFIBrNk4HWhto4LAn0oDegx70hAU5PLH0pgNABHQfjRn5uSKUsScYGAKQZHQD60hhyCeRSjBFJjOcfjSAdsDA96AH8A/Kc+tO3Co8AHkc0/nsKYD9w/vYrB8b3H2XwVq0oycw7OPcgVtge1cJ8WdWjsfCqWAwZr6UKBnoqnJP54FDNKH8RHijgyI8gAAXge5qkkTFm7VYlnK2uBjBNU0mc7sVl7yievVnTc03dsaQEuAT2rUWJmuGHA3fNWSAWkJatCK7OxGGNyjac/pQ720M8PKmp3ntcUW+ycBm7+lXpLRPJJBPrWdcSuXDZxmpUmkkj+8x4waT5tGdtKdCMpwULklvEhmTlhzWhJaRmF8MRxWHvdWHLDBrQWaQqcFsGnNNO5WCrUuSVOVMiW2zja+Oe4rS+yPjIYHvzWMJ5FP3uQe9akV7J5a5APFKfNYeXzwt5RkmihJBKrn5O/ardu8yRLglQMioJLn96wZCDk9DWha3kJgUHjHHNOTdhYKnS+sS5J2KFxcyGYkkHgdqns7wqjbkGc9QaW78l5g2UJxzTrW1iZWAyDx3pNrlNaMK8cU+SdxLy7QhflYfSm2lxEJjlu3cUXloAFw5/Kobe2ZpTgg8UacoVJ4lYxXimWruSExcFTyKqwGIzLkr7U65tpFi9Rkd6qxQOZVG39aI/CRiatX6zG9PsaVwIfs54Wq0KRGZAQmM0yeCVYjlTgmq0McgmT5DyelOMVyixNef1iN6ZuyRwmJsKOhzWasMTcY6nHBolSRYmyrAYxVNN29RyOaIRdtwx2JTqRUqZv/AGSLbxkcdc1lNbLn5XPftUrTyoGO9uBVOOeTcoDd+mM0oJlY6th5OEXCxrGzZYyQ4Py1Tgt5TMvAJHPWpptRkER+UYPAqOzu9rM5TI6ZzRHms2y66wc6sIq6sJcQyCVUK5OO1TQabNqmsWNhGhL3FykSj6nmo/tYkuTLtOFrvvhXpn9peLWv2XKadDvXPQyP8o/IbqpX6nLilQUJyhLdnn/iq0j03xbq1hGm2OC8kRB/s54/SnvbobJGQ4JNavxRsxa/EbV88ec6TD/gSg1zaPIgUc/KKVveOfD1VCnLnV7oeiyxEkAgZpiTsJMcEk1oRToYF8xecdaqI0HmBiFxuoT1d0dVSmoxp8k7LzLFxdu0O3A4qCC8eN+NvSrk72xhYYXp2rPiKCUNtyAfSlGzVrGuKc4V4S9oTzySzDe2QAeuKnhnf7M68MDnirE00P2YgYH1FNtWgZWVtmc0J2jsdDov6x7tTVofpF6w1CBdo4lQjn3FfVh4555r5V0uGJdatkAUjzkHX1IxX1UepFaQt0PCzN1PdjUd7XCk4zg0EYoz9Ks8kXP1xSYpMg9Qc0vH0oAKD7UY9xR3oACWxjNAYlfmHNByaTPtQBnHjr+lISPSk59fzoI7AikMKMd+goZyq4A/GkU575NAB2wDSDKdB+dBdm9MU0kFvegBQWySRTXAbjn8Kdu4OM5puG6luTQAKMDuabg+gxTgDjGePrSMVQHGSaBkfU57e9LjOBikOSevNOByTkEGgAIAGOaMD8KQjHRqBk9DQAp9vzp2efvZNNIycE0uMdKAHg8814d8UNQW88atEXzHZRCJR/tEZb+f6V7gASRyBzXzZ4mZrnxhqrM4bN1Jg/8AAuKmWx3YGN6l7XMu78kWqjjNUY5EVDgVYu7cqvJqCCNAmWNZXVjvrObrWsloVgxZ2ParMW2MZPIPUVAcNIVWmyMy4FabnApcl3LU1VeGSHaMZHQ062ukQlSOvtWfA3I9atNCvDq+fWostj0qdebtOCV0STzp5mQDg+1W7a8jMWDnIqvJao8QIbnGait4QX2ljg0tGjeM69OteytImlki85uV9eRV22EEkIAC5HpWfc2rKwYNntzT7WGQqQBnB6g03Zx0ZVGpUp4hqUL3JLq2QTNtOMjNS21qWQlWzzxVO6EkbgncOOtS2dzKgIzkA96HflIpTorFNTha4l3byJIo2547UlqXQsF3A1Lc3WdmV9eQaksrhN7DkfUU7vl2CMKLxfuTsQ3M0vyZfPXiktbl1kPA6dKtXjQuiAFM571HawxNMcrxildcupc6VRYtclQS5uy0ONo+8B1qCC6xMp2/XFW7u2jEY2569qr21qrTD5j09aIuPKVXhivrMVfsS3N3ugI2nt3qvBcosoyGwKnu7RUi+8etVre03y439vSiPLyixDxX1mKLk95GYG681Wt7iMXCnPHuKkurTZEPn4J9KgtbNnc4IwBSjyqI688VLERjypl+6uYPIYBlyar2iwyy5IXgZqC7t3R1TI9aWG1lWLftxnmhJKOjCpVq1MT79PSJYvUi3qqjpycGlNqkNsDuIY1RSJ5JSQrYHJqQM7y8liqVXK9rmarwlKVSVPfRFpLURoPnOQNzf0Fe9fCrRv7L8GpcNxNfyG4bI5C/dUfkM/jXhNjb3GoXsFlFuaW6kVFGOeTgV9U2tvHZWkNpENscMaxp9FGB/KqieZmFSm4qMI2PCPjlpph8VafqCjC3NrsY/wC0hx/IivOo7hd+CcDGK96+NGkNf+FLbUI0JNhcBnx2Rxg/rivATB+8OD3odr6k4VzULxV9TZaCB7YEYzt7VmLabpAN3eppYniiPcY7Gq1ulxNIArFe/Wojom7nr4mSqThFw1NM2EaISz9qzwEDBQ/PTpVi5gmEWTJnPXmqsVqTIoAz9DRDa9yMbFSqRgqZq/Z1eIjzBnHeq0EB84AMDu4pk0E8URILCoLaaWKcZOcc8ihXaZdaVKNaClBpmvbQSR6vafKDiRDwfQ19V5BPsRkV8qwXf79JWUZVSeDzX1LCS9vC3TcinP4Crg2eXmsKUZ3pvdslwB3o49KTnOCM0uOa0PIDrxR+P4UmDmlxke9AB1+tAbnkn8aQN/smg4NAC5H96gkeppMZ6CjHvigDMLs4IGfypAQO9PIyOv603aQelIYnU9TQQAOe/vSkjOM00qD3BoAXb6YppAB7UNwcDH4UBO5oADjHJxSBc9xQzAngGk5Iz0oACAQe9N2AdMZp3zBeNpPvTRjHv3NADWRi3agcErnNId3Y0LhSc9aBi49MUHjilDYJPf6U3zFY8jmgB4xnp+NKF75zSdO/4UDgcYyfWgDI8V6x/YHhi+1EEeYibIv99uB/PP4V81tNL5pdmYyMcknvXsHxgviun6XYAn97M0rD1CjA/nXjz3C+fuK8ZqGelhoKME3K12R3ckzgA5602C3ZkPIFSXU+4fKO9RwzOMgVCvynRN0/b+82xmzyZCetRlllc1Mw3byw+lV1iO7K1S1OaommlFaEoXbIuOmasLbyIjsCSMdqqKx83BrSSSSDfC6nd/dPUUrtGtFQm2noRwLI42gkfjTGjlglzz7YppkljkyBx9KllmkZQxHFGtzX3eSzbvEklll8rJzj6U+zuyjkEZyKIrpHg2uPamW4iaYdPzpX0aaOi8vawqQnuW7q6RlQkEHPpT7Qwu7g7ScVHdWo8rKt0PeoIIZBLgc5BHFJKLibTqVoYpOcb3Ld5bRkKQSOvSoba2ZpGwwxjuKZcmRI1yWHzcUWly6y44IIqkny6GdSdCWLXPCw+7t5FQEDvUNsjrKThgcGrVzd5Rcp37Gks7mPzTkEcUJy5dhzpYeWLTjOxFdNIFGWYc96it5HWXhz0q/eTQsqjcOtMs2i8w5K5Apc3u7FVMPfFpRqFe5nkKAFz19KZbTyK5Knt6VevBD8vC96bZpCSxwvXFF0o7FSoVJYtJVNipdXMjbckYp1tcSRqSMHPtU14sPm8KvAqeGGBbUEqOmaV1y7DhRqvEyftNjOmuXknOQPSrMt6RAEC+2QaZbW8ctwc9OvWnTWyPdCNMgdOtP3dETCOKUZTUruTsLDdJDAzBTuNOjmURqmCGkPPHake0DXKxBzx1qQW6gSOpbA+RfxoXKa/wC0xVtLLT/M7T4XWI1Tx3BOqnybKNp8kdMDav6n9K9956Ej6+teb/CDQf7P0KfVJARJfOFjJ6+Wv+Jz+VekE+vPvWsUrHzmOqSnVd+hjeLoPtPg7WYO7WcuBjjhc/0r5RIlQ8Zz1r7CuYEu7Wa1fG2eNoz9GGP618k38c1ldzWky7ZbeRonBHOVOP6US3Kwjjyyu2rCSrcNAC2cY7VBDJIkgwxqZb1zbbSo6UWk6+aN68YrOKaTuetNwqVabjNoWa6dosHHX0otbhkmB2jjrU935DquzbmksoI3kYsvQetSmlHY2lTrPFRUZ3LFxeCSHGw8+9Ntnhfdu68YyKW7t41VdpIz6UltaF4yVbjPej3XE6pfWXirNJ2JYBHJfLGAMN8uQema+qIBiCOM9kUD06CvlCGF0vgcH5Wzlfavq+M5t4iM8xqf0FawSWx4GaSlKV5RtqyQqRRjvSBgU4DZ9DRxjPIqzyQxjvTsMO5pOo4NAJFABnPrSE8g/wAqdn0pD154oAQEehI9aXOB04+tDDb7j2pOKAMzK44JpoDbs5an7mBwB+OKad24/N+VIYBePm6+9A46YoGF/hLe5pjMN3CnNADgFBznmkPzdTgfWg9Occ0hVeOM0AOA6henrTcFui5pCc8BTSlwvAwKABlYHPAH0pCOOQD9KQmQ9cYoOcZz09KBiduePak449aXoCS2TSAE54J+hoAC3uKTANGMYA/GgHj0NAC/dPFAySSSBml5XOP1pk9xFaWstzcNsiiQu7HsAMmgEm3ZHlPxYmt7jWrG2DkzQW5LgdgxyP5V5S0aCUgk4z61u61f3Guaze6nJx58hKjP3V6KPwGK54wuZcHjmsr6vU9uUHClCLhqW5fJSE4xmorWSMOc46elTSWmIid1RW9vlzlu1Srcu5pNVFVjaKQ295G5elVYpCoJNTTTfNsxwO9MkC7ABVR2szlrPmqOUXsLCFdtx9at3V08ly0xy7ucliKrQIqxNuPPYU+Myl8YwKGVTuopdWS+c80eNmCPanxTK8DRuvSo7eQrI2eRUkCRyyuDStY6YOUmmnq9NRbWOOXcBULwPHLxg4NKkLx3B2HP0pJZXWb5hn609ehE+X2a5o2aZalklWEjJx70lpclZgWXP0qx58UtvhgBkd6ghgjaVcZXPpSTVnc6ZxqKrCdOdy5czxPCOmc96jtYopJTkLnHamXVqyQ/Kc896r26Os33SCB1FEUuXc0rVpxxMfaQuXb21QICpOc1Ba2jNISrDAHcUXMsoVRvJGemKLS4kV24BGKdpcpE6mGni1zRsF3byrtHB5pltbyNu+X2qW6u9xXKfrUlldKEbKnk0ry5RKnhp4vSRUuYpAwBU9KfbwS+WWCHk0+5ukebo2AKs213GkKjDflQ3LlKpUcPLEyfPsZk8cnmt8hz0qaWKSKE/KQMYo+0o9xuw3Jqzd3aMiqAcGm29FYiFKgo1J85TtkkAZ8MO1JEzmcuGOavRXUaWZyTkjPIpLaWNYHYkZpcz7GkcPC0IxqbK5XjlcyPJub6g1qaJpVxrGpWOnxFg1zIFye2ep/AZNU1ljW146k+les/CPRlkuLrW5E+WIfZ4Nw/iIy5H4YH41SdzGulSpObnd/5nqVraQWVlb2dugWGCNY0X2AwKmHIx3+tNLbSOBinblb2+laI+bbbd2L26V80fFCz/s74gapEFG2ZluFwOzjJ/XNfSzDA4rwf40Ig8a2srgAyWCZPrhmFKWx1YNv2nKnueZRzR7CjJzSQTxJKQ6sBRmLczEcdqmtbOO4cktis+h6UYznOKjZtEkxgfbscrUtrby5Yqc+4qvc2O1wiMMdeaktBd22XQHbQ/hujpgmsT78duw6bzUcBtwIFWLWeRIzh85PeoZr8uyh0Ct69Kv2csUkW04DA5OaHfk2NaCi8W+Sdn5hZXH+kyO4xgHkV9TQEm2hOcfu1I/IV8spbq1rcSKSvGB6HNfUWntv020ccgwRn/wAdFVC19DzM09olFT131LIIPeik4pa0PHEzjnmlBB6ZoyfTNGzvtI/GgBCMdaTbzkE07kUhye1AC4I75o69RQCB2pCSDwOKAM3nPHT1zTSUU4HJNL8zYA4FNwFbtSGBIJwO1J/Fwv407B2kg4pNxReFJNAATk9KQgZyTmhSxGSMUg6+tACk542cU3cAQEj+ppW6dDSAgDpzQAMWI54zTdvTPNDdcs2T6AUgwo+9g0DAggnI49KYSOcAj3zTgUGeSfekBBGcCgBVHejnPvRu6YoJJyeBQAvzcZ5NeffFrW2sdGg0yJ9r3ZLy4/uL2/E/yr0HpyRXhPxV1pL3xc9rGp22UYhJz95up/nikzago8927HIC6lEW0DNUS0rSZOetXUuP3YOztUKTDeCR3rKN9dD16zUlFSmSStN5fO7moYpChO5sfWrs1zGIyOc1nyHzuF7U4O61QYn3JJwld9hRCJWL5qtKGD4q2oeGP0quJNz5NEb3OWtGPKls2Lkso2/eq7bS+WGL8gDGRWv4U0vT9R/tefUJXjis7JpkZOz5AX68np71ntArWoZDhmofmbYaMm3KD1XQIIo5Vdu9QRwOJSV5x6U4xy28GcYz6UtrOV3bhkeoo2TaOlODlGFRcr3IkmdLnnnnmprp45WX170sSx3E+ffNMvLcpINpyMdKNG0S4zjRk170bk32X/R8oQeO9VIPMjlXqMGrEU0sUOO2O9FrOhmUMOp70K6uOpGnOdPlfKyae5cwcgHmnWVynmnORkdKku4Y2hGBjntVW2tGLttIPFJcvKdM/rEMTG3vF288p0U5U020to23HGOnQ1Tu4nQKGX17Uto7qrYYjkUcvu6MHiE8X+8pk13bIsqgMelSWtkDCTvPX0qpPPL53LdqsW91KkC85yfSm1LlJpVcLLFSbiQT2uJmBerZsilvnfyFqi9y7uTxyeuKsz3kvkFRjHShqVkTQnhL1KlmRW1p5kv3+ntS3VriUKG7cUltcSLuYY9OlMNzI9zkkE59KGpXIUsL7CMbfEyWe1eKJehppgkW3GV680+5u2kKgrxjtUkl0GCRhenXmi8uprKGFcm1K1lYdBaSPLBGAMk9q+l/DOkJofh2ysFHzIm6U+rty368fhXjvwz0htZ8Vi5kjza2CCVh13N/CPz/AJV7z1BI+tXFO+p5OYTpqXs6ewv+TR8pHWmq/fHNOweoAqzyx+3PIY14f8eLN11TRrz+F4JISfcNn+Rr27BA4FcV8VvDj+IvBcptwPtdiftMY/vAD5x+X8qOhdN2kfMynBxnIq9Akix7wMioIrcsVVevWrnmPCuwjr2rJ67HtYeHInOeiIRM2Sc5z2NbEFzEsSq4KkDpWbAkbzKDwO+RWo0MXlluMCpqPoz08sjNRlUjJNeZSuFhuJGIwfTtU1vaPbpvDcHqGqn5JJ+XJz2FXHnZYSjEkZxg02tEkY0pwcp1K8LdmPjd47WfbkKSOO1fT+h7zoGm7hhvssZI/wCAivnHSbX+0rmy0xPv3U6IVPPU8/pX01GiRosaYCooUD2AwKuG55maJRUYxldbjzyOR+tJjNGPegEg1Z5ADBOMUmAD/wDXpx9eMUgIz1oATIPrS/UmkJ54zS9fSgABK8dqVWPejbmkxx2oAyl5+7upQmWyWJ+ppcHHWjknABNIY2RARjPT3oRcgUm1QSOSaUnGAvFAAcdOaT5R0BzSDjPBJpQB26+9ACE4HqfSkOcdKPxzRtI5IxQMMfkKbhQCf0NKQDxkkmkOTwBQAzGeuKOvYfhSN8rdMD604EEZHFACbT6UucDpz2oAx160uKABm2IXdgFUFj7AcmvmHX7pL/V7q+zkzzM/5mvffHep/wBleDNRlztklj8iMj+8/H8s189vbJ9lDbjuqJPY9LBU3KnKyEgkheLawwelVmSMSYB4Bq7bWQaPcWNVXgbzSAQeaiNrs7asKns4OUVctvBCbcnIzj1rORSjnbnbV2e3eOIntUluYRBhsZx3pJ2WhpUo880muVpFaWdfL2kYJqr5YIJFOnQvL8nI7VGyupCDqauKS2OGtUcpNyWiL1jdm30y+tl3broxqfQKp3H9cUxHliw2Mop5HpSACPGOgGDUm4irsefGtKEuaLLEl4s+1MYqZrREtyQcNjOazpNvG0YYUrXTgBScc5xWbj2PZp4+nNSdVXY6GJ0fdjp3FLJcMZjv5xVyzmTyvnAGarNEk8x28ZPWi+ruXKly0o+ylu9i63kyW3HXFUIrY+auw5PvUt1A8UZPUeoqOznZZ8kbhj8aSWjaNK8oSrQhVjZj7kSRqqnI5p9ncujsSuQB2qW5njlVBxnPQii1tUcMQccjoaL+5qaKlUWKTpSvYS5uo3Zc5HHerNk8TREkqTms+8t2WY4IPpUlvBKIB8h9aGlyqxVKtXWKk5xvYluY42mb5F98VbjtohADt6CsWQMHY4PWrbF1hPzMBtocdlcnDYqDqVJSpiw28bThdvGfWp72GJEUBR1rOt9xlH3s47U+63llBDcDvT5XzbmdPEwWHk1T3ZftoYVtixC5NQW1tHJMTjgc1C8TraZ2MMr+tMg3xqWGR2zS5dG7m0q0eaEZU9Erk7WqyXW1ScA09bYfaGyflQVWgmdZGfd2rc8J6HdeJdbt7BNxSV907DgJGPvH8uPxp2a6mLrUOXn5OrZ7V8MNGOk+E0naPbPenzmz1K9F/Tn8a7IEg/dpsMaQxJFGMRxqEUDsAMCpRjnkVqlZHzlWftJuXcaJMdqXcGOApBpeByCDSkdGFMzDcehBBrG8Xakuk+ENWvGOCls6qP8AaYbR+pra64ryT4461La2Wm6PGwEdyWnlHchThR9M5NBpSSc0meLWchjlBPOKtzSRzuOnAotkhkhJP3qgMRySuDWKs3c9+XPToqEfeTLtvYF4y6nHoDUc6yQ4Q5B69amhklgUJ296Y90JZGZuB09aSve501lQhQUIvkkx1nNtcsy5GMZFWHWO6uMDpnHHX3pRbRi1Dg4OM5Hc1BArxyGTkehHejRmjVSjTjSmuaL1Z6T8KNANx4hm1WbBhsUxFn/nowx+gz+dez/KehGawPBWjNonhS0tpV23Uo8+fj+NucfgMD8K6EEZ5XrWsVZanzOMqRqVpOG3QiEhBw35in8+mRTiFPekAx3qjlA8fdWm/Mepx7Yp/PrS8elAEZJH8Q/KgqSMhqewBoGMYoAjAYH736UYbOf6VJQSaAMhssByQKUAgYDGlLDNIzAgc/pSGIBt43UAUMwAxnBowDg5oAQ4zig+gH50rMij/Cm54zg/SgBQCo6jPpimOrs3LcUvXOVxTRgsQoFAxTx7U3gDByDTsH2ppOBzkknpQAm1c7j0oHP3VFLxkHPPpRuyOBQADOeTSgk9O9NHFOxkcdaAPNPjBM8ltpVirE7pHlZQfQYH8zXktzE6EIe3vXY/EDWnv/GN0sbBobP/AEeP8PvH8642S4d5c8E5rN3bPaoxpQw6Um7yY+OKeKLPzAYzVaMymUY3E59KvTXreSV2+1Q2tyqscrz61Kbs2zqqRpOpCnGb0JwXlYpJgYqndxeXwnNPunkVi46mqazO7fO2amC6k4utF/u5Xv3CJmUk9cVJht3mEZI6CnoAV3Y4NHlMp3K2Patkup41Wq0vZp6ApzjuMUuMDB6dvamLJg/MOvcdKkdtvOciqOUW3j8xyXGQpqO42NcBAPlXr/hU6qFjByQVGSc1UVG3lhzQFydRsACN+BPT8ajjaSOZdwK8/hSq3PIxTw5U8Hj0PIpWN415Jxb6FqW9DRAOOp60trHHKxbIzjqKpOqyYHzKf9mlh8yBiUYMewHWs3Cy0PTpZiqlZOqronvYGRwF5GO1LaSPEmVJ68g1BLesZAJFPHtV62ngkhAJBJ7GhtqNmdVH2U8Q50pWK012zSsSAa0ILtBCAwIOKzZIY2lO3OSauta7YchhwO9KXK7I2w0sTGc53uQCeN5QS3VuhFXri4i+zkbh6VlQ27mVMFSc1PdW7xqAcYJ9aGldCoV68aU5cm5PZ3ESsxZufpTLm5je4yM8YHSmW1oxjLMwANRxw75txc4znIFFle4pV6yowjZK7LdzexlFjGefagzxLZ4z8zD0qtLAGmyHwoGPmPWmsm4jc+VHZe9NQVjGrmcoTlez6InDQLCqcF3PYc16b8PNZTwzcWsGoaPPGmsuq2t9jggcbD+PPFee6NYpqOr2lm0ghS4mSJpCM4BOK9l1m1Os/EfR/D1tIyaV4fgS7mjXp5nSNT74x+tXGNjzMTjpVlyJWR6Fgq5GfwpQOMg/hik5POecZoHarPPFXgYwKUHnaVOOxoGScZFKFO3FADscjtXzL8Rdc/4SjxlcTRHNvB/o0Huqk8/icmvfPGmsNoPg3U9QRsTJCUiz/fb5R/PNfK8O9H3nOfU96mWx24OCcveV0TyQtCmeuRgYpbaQiRcjIHNK9yXIBHTuKu2kEU0e89TWd7R1PapUlVrpUZaLoTPcQyQHpnGAPeqSWpkkAQfUGi6hZH2r8wFPspmi5JyDxzRFWV4m1aarYhU68dF1HStJGuw8EnpXefDfw8uua1HJNHm1ssSzBhwWz8q/nz9BXGxJ/aFwAAWAOAB1z2H519EeDfDy+GvDsFowzcy/vrhvVyOn4Diha6HLjcRKhGThK6lovQ6AZ2/Mckd6CMd6N2RyKUHcCDWx84A45zkUpwe/60mMemKQnn7ooATLKeoI96dyenNGeOnFJQAv1puCOQaU00FVPQg0AKGB45NL9BTcsDkcineYD1WgDJDjqR+FJnmjKgZ60MST0ApDAAk0hyT6in/iTUZbdxnH0oAUDA7ZpDuJxuNGfel5I44oATGOpOaPlAJJwabgDoeT3pDjODz+FAwDAjg5xSFuOgzS4GenFIOecCgBP4s0ueOmKOpzwKUDnORQIAMt3FRXt0ljYXN25+WCJpD+AzUwPXFcz8QLsWngnUPmKtMFhXHfcef0oZcIuUkkeIPeRyCaeTmSR2c59Sc1SgMLSjdtqae22W+Q3NQW9s8hYgisdLN3Pp5KqqlOHImkiS9SLC7SM57Gq4iVIy4PIp1xCyPg81CkwjRl7k0Je7oc1aolXfNG3mNe4Ln5qcyR4ULjJpPJ3jctNgBEzFjwBTsm9DlqVJwg5VNb7E6qVwAMgdqV8BCxOFzinjI+7jFV5JmMjHClQcAVqeS3cbuAyduM9qTyy2ADyTxz2qRCrjzCCOwBpu/E2TwAOvvQIdOzCMg8cgU2HI/zxUcr7nVRyB1p4yowKAJPlfqBTfLxkq3NNUjPNIz4PFAD4HkW4VhjjJ6V03h/wtr3ilWGkWUk4jA3yFwiJ7Fj39q5q2zJ5uBk7e9fSHwlurVfAVpb24UTQO4uVHUOSTk/UYwaQHguvaHrHhq+W01i0ktpWG5NxDK49VYcGswSAqcqv5V7Z8dr6zm0nSrFwHvRO0qgfeSPbg/TJx+VeH7GXo+PZhTGpNbEoKKCVXB68E1JDM1wHUs2BxxVM79uSeKnsWZUkIfac9aTSZtDE1YJqMmSpKsRbAORwDmle48wgsu7HqaiKgu5L9SacIiaLIf1qty8vM7DhcEKAAvHbFMM7FQNx+maXyeeTS7UBosZSqTl8TGAsx9akUHPK0pIGeKkyBjaPSmQXLB2tLuG4VQWidZAD0JU5/pXuXw1sLk6Rd+INRIa/wBcmN059E/gFeEwk5K56ggH0r1j4M65LdaZfaLO5Z7Fg8JPOI24I+gI/WgD1IZDcH8DTs+1NI+bijJ6H86YDuM9SD704cDOPypuD9ap6xqkGiaNd6ndHbDbRl2BP3j2H4nAoEld2PIvjZ4pE13b+G7ZiVgInuuerkfKv4Dn8a80hkiWDBxml1C8l17WrrUbpsz3MpkfHbPYewGBVSWJlfavIFZStJ2Pcwinh6bna6HpbmV8JkE1bZJLYbjkemKhtGaFt3PPY1PNdrMRGB7nNJ3bt0O6jGlGk6jfLNkCTGRxvzk9SK0Jo4/IBTg4wCKrxWeU8xeM9qdaxPcX0cKIz5YKEHck9B+NGjenQqEp0KTVdX5up3vwr8NNfa4b64Q/ZrLDnPR3P3B+H3vyr3TOWwc5rG8M6Inh/QoLIAedjfOw7yHr+XT8K2K0itLnzeJqKU+WL0WwDtR9DSYPYU7PeqOcQZFL1oyc8gfUU3I70AKTtOGBx6ijCkZDUAccHNJu9qAF596QnHWlyexFJvYHBAxQAYVhwaMhRgmghWPH6UnfBHFAGV/D0o796Qlic5pCST1zUjFY9QSF+lNACjgZpduT60o2jr+lMBoO1femjLdTmlLDrikHzH2oAUYBzn8KNx5wKaQMdaAvGe1AAQcEsaGwAKT+PvSEAnOPzoGLgc88ClGOMUnBJx1p3Reoz60AxQeTj6V5x8X74ppWm2CE5lmaVgPRRgfqa9H4xXjPxU1IS+LYLTkrawKD9W5P9KUtjowsIzqpSdjg7iSUAKSfxpttcSISQamu7hHKgDnFPtZITFzjOe4rFu0dj6CML4n3amxUuLhnkywFVjCzHI5Jqe+KGRjGAfpUcEpjyW5q9ldHDUXtK7jUd13GO7Qrg8VKib4VIYK2OQeh/GopGFxKFA+tWMgDANOC6nDjJ+9yp3SGgSRkErnPPUGmoFwC2B7DqaV2GMYpgHpVnESM2cE4AHAA7U0Z5wRg9QaYQxxnHFGTQAeXg7s80pzQJD60ZyaAE69aRxx0zT8Z9KTGaAHWQLeaB1x61qW+q31g3mWdxNbSBceZFKVJHpx1rIhT94x9BVkBSvKDPpQBNcXs105mnkklmflndyzMfqaiaUnAw1NKICRtoESk9gBQA12ypH9KbayRorbgPvZpzIRxvGPSmW0QZnQnkHNAEqyDceO/pUu85+UHFNSMrIfnI5pg2jALFm78UASqGZiOPzo2E4z/ACxQHOMc4pO1ADyqnPQn35pxfJGR071HxzSjoMUAPMjBdw6rXsHwb0t4bbU9VLxlbkrFsA5UrznPpzXjrf6pvoa9z+D5T/hDZGz8xuSGz7KKAPQcHPf6UoJHP8Pekzz1z6UDH0piFGD0zXj3xp8Suy2/hq1f0nuv/ZEP8/yr1y5uYLC0lu7qVYreFS8jseFUdTXytrOryax4j1DVW3H7RcM6huy5+Uflipk7LQ6sJTjOp72xmrHJAoZsgmpbeUNKN4yM80SXAlcAjAFW0sVMW/OGPNQ5WXvHtUaMp1LUJXjEszeS1vkYzjis4QEvkZYHvTWZ0k7jHQ1oWMigfvAATSV4rQ2lKnja6pzXLyiJdNFFgjIHA9q9L+FXhhbu/Gt3KZitf9Vn+KQ9PyHP1Irz+10yXV9VhtbRN0juqBR0JJr6V0TSYdD0W20+A7lhTDP/AH27n8TTiru6OXMsTOF6MnddC/nnpQSQeBRlW4PBoPHvWp8+LkHvR360nX60Z9DQAuT6Um71/Wlyw6jIpDgjkGgBeOv8qRhkcE0nIHFKDkUAAORgnmgMw4INByOQaQNnvg0AGQw4BzRuxwVyKXJ9iKRj6H86AMls9DxSY96TaTyTzQelSMXv3NNDfMVUY96OozkijcqAnGTQA12+baCTSjheBTQd3OMUuDjoT+NAxMZHWgnJHPAoPPWk7D/CgBeC24kn26UhJJGBgD1o3Y4GCaQbj7mmA7OFPzflQoBxxkUEdFP1NLknGBhRQAuSxwBgelfP3iyVL/xrqkrE/wCuKjn04/pX0BI4jheToVUsM98CvmOVprm/nnIJd3ZiR6k5qJ7Ho5cv3l3G4y6gVZPlbtUkVkxi3bqqT7xIc7s1NHcypCBnjFQ78qPUpTouvNyhYqsAlyVb8xUtyYhH8uKasfnbpGODVKYs0oQc84o+I5as/ZQbto9izbR7VLHq38qkIzzS8KoA7UhPatuh4jd3cTbTelPHTPeg0CGd6Uil96aTmgBuMikpe1FAAM4pQc0hHHWkHegB8JIDdstU+7LZxzVVOE6+9SpkknOeKAHFiXOD+FG5hx2pgO5Wb8jQGYECgB+7NMhfy7pjg9OQKMk0qhlbcrFTQBMzF3JAIOO9KXPHHvTVO5g5OWHU05sbcjoP5UAH1pD0pAwI4o3dqAFHXinqOaYOlPU/SgBZSRGx9q9Z+DF+d+paax+Uokyj3Hyn+leRzOChU9TwK6jwd4jk8M6/BcxxrJHKVglVupVmHI9xQB9HKQwPynI4pwI6HI4pqOrruXOPdcH8qqatqlroekXOp3rbbe3jLv6n0A9yeKYrHlfxr8UNH9m8OWzn5lE93g9f7in+ePpXlMTIIMdWPY1Y1S/m8RazdardP+9uJC5/2R2A9gMCqBidnwvIHpWbtJns4eM6EOZK9yaK1LnK8jqc1KZ5IVKdD6U+3nFuvzjK+tI5Fx8wGSTxjtU6312O/kjTp/uXabC2VLiTaT15INWLqLylynPoPSoPs8kGCeD1zWz4X0u48S69BZRggseWHRV7k0W1utivaRpUXGsrTfU9I+EXhzybR9cuU5YmO3BH/fTD+X516ngZBHFQWVnBp1jBZ2yeXBAgRF9AKsdTWqVj5qrUc5XbAgDtmjj86M+nWjORyOaZkAIPB/ChiB97pRgUexoAQ88qxx6UuW//AF0hIxzn8qAwxQAm/HDUuBnoCKRiDwaRhx1xQA88HgCkIz/DzQOV5IpMev8AOgBQT06fWkXJzkig4wcgU3GQCpFAGXnjkflSA5B7fhSHJPIox71IwDA5Gc4o7ZxSHjgYoySPvUDE47nFHUdKOcgCkcEKBnFAAvXqPoKGJzycgelIMBeCc+uKbxn2oAUEE5ANDEgAAcml3DZzSA55HFMBQMEnrSkknrSAfXNKAe1AGR4r1P8Asfwxf3nBZY9iZ/vNwP5189W90Y2bK5Br2D4sXqQeGoLMuokuJwdvqqjk/nivJbe3iMW44yeaym1bU9zK6U7qUHYpzXKvMSVwKuBoGhwMZxVGWANKwU96sPbmJA5bNTK1rHbRlW55uaTRQmkaLIHTNR2n7yUue1Pu5ElfaKdbxiOH3PNXBHi42T5mk7okNMIINKTRyRWh54oPFITQOKKADrSYpeKQdKAAgYptONRnvQAp/SkHGaByKQ/dNADgcKo9qkJwhwetNPXrSv8AwigB4AEIHcmgjjJoc4IHoKbuoAOlOzTKDmgCRTtzUy7SuDzxzVMvg0qy7WzmgDqdI+H/AIh1mxivrGCF7SXO2VpQOhwcjsaztc0DUfDV+LPU4RHIy70ZTuV19Qa7z4Q+LRp8l5o1zJ+5lIlhB7N0IH14rtviL4V/4Snw4zW6f6fa5lt8dW45T8R+orB1HGdmdaoqVPmR89+YPpUi5YZJCr6+tQCEx53nc44CHjB96eAxyXbJrc5DYi03TpPDF9qEt2YbyKVUhiIyJOMkH3Pb6VRtXU3MLOfkWRGJ9gwNVjjGDimxP8o744oA+vVZZQHU5DAEH2PSvCfiR40n8QzXGhRRCGxtLkhmLZaZkyOewGc4FdfrXxEh0bwhpyWjh9WurKN4xjIiGMb29+DgV4PLPK0zuzMzuxZnY/eJ5JNJu+iO7DU1Be0nG6YjCRT8vA7Yq5auYx+8Aye9PsHjbl1wfen3qKB+7HJ6ism7vlPao0HSp/WIyv5Fa52vJ8rYHt3p1rmJt/Qg4xUEQIkA7d61yIngJ9BTb5fdFhqaxM3X2aGyziZRHjk9Qa9r+FvhX+xdFbUrmMrd3uCgbqkXb8+v0xXnHw68KP4h8RrJcqTY2pEk57N/dX8f5A19C4CKAOFHAAHSqhGx5eY4yVd2ktUO47mgDng0ZyRxmk256VoeWLyO1Bz60nzDHGfrS5HfigAHBz+dDYzzmkz+NLnH0oAN+PcUoKkelNADDpSEAHGCKAHHbj1pCuRxSED14peONrHNAAM4xQdowT/KkII6jNGSDz0oAU7WHGaTg+nFLx6/pRz6UAY5J9c0gGB0Jox9KGJVOCBUlBz2poBzk0q5Ayxz7UCgBCeMjj3pu0NyScUuMnJJxSE7sDJFAAOeAPzo6HAHNLuzxzSZUDvQAvXjBpD2GAB7UBjg9PpQvHXrQA4ZC5/QUoDGmgMSTgU9RggHGOpOaYHifxVuXuvFIgBGy3iVAM9zyf51xkkMsUROD07VoeJNRa+8UahOrBla4fafYHArPnvHaFgVrKV7o+gwvsfZyd2nYqKXEgHNWppmaEhj9Kgt51835qivJT5nBwKHrKxNOcaVFyUr3KpRjJyepq90XFVYW3yAenNWcVojxq/LeyEPWgUnelwT1pmIfxdKMUq59KUigBg9aXtxQQPWgYoAbTSBzT6Q9KAIwaFyzgH16UHiiMfMfYGgCbg4GKeQpZaapAPOaTd81ACsAWJzSYxTS2SaQk+tADxxSjBqEvigSd6AJ/KVhxUb26sPlwDTBKRR5rn0xQBe8O3R0zxJYzu+EWUbj7V9Q6PqEd9aK4bPGc18mS8gnPNe4/Dy9v7nRItiNtYjMr9MAdB681y4hfaPQwkrpwMf4meBJra9m13S7cyW0mZLmJBzG3dwPQ9/SvL/ADxnAGK+r/Ld4iJ/nyMEdj7V88+OtFt9N8WXdnAggiYCSD+7tI6H8c06NW/usmrhru8Tk3l4pIXO4rn35qKSN0k2ONpHXNSJsCnKfN6muhsxo0rz98mmuHWXLOznAAPXA7D6VYtHglz5wx6VUjj3HLHBz3q60cRiwPvAcAVnLsevhYST5ui6MlnSNOYTuPpmq8cjscMCxz1zVPMsMmDnr0rXit1e3MifexlqV1HRm8ObE1G4e7y7om+xo8W4H5u59aj0+yudQ1OCytY2eSVwiqO5NQLcyMwjUnaeK9p+FfhNLS1/t26iPnyApb5H3V7t+PT6U0mnZixmIpulzUdLb+Z2vhvQYPDmiw2EIBcDdM4H337n6dhWt+FGdvbIpRyeOhrbY+blJyk5MO/rS9qQDjqaBnoaCQxS9Dik5wOKMcUAB+mKPak5BFAoAQgjkHinKTjnmkOccjNAOegoAB19qCGVuMEUmAeo/WgnbwcmgBcse+PpRye+TRlaTK7uSaAA5PB6U4jjr+lR4wSMgg+tKhZVwentQBk84+ntSHJOFIFHSk6VJQHA6kE0ZFNOAeOvvTiQO4oATIHO0k03LbslQopd3fIpuCTkmgBw9TgfWjPpg/hQVA5/nRuA5HzH8qAEAPJwtKMdSfypuGfqB+FLgKMbhmgBVzg7SRn1qtqlwlpo97cOxAjgds/gat4UIxLCuZ8fXHkeCr7acGTZGD65b/61NmlGLlUjFHhC7JJwWIOSTzUl3BH5WV4+lV44JGlOMHrSXKyJtDZ9axestGfQqThQk5wGpbjLNnAUVWkcSfQVL5hKsuTzwarTRsiZJ61XU4JSXs1yR06i24+Z2H0qyelV7b/V/jU9aHkyd3cDS9RTaUHigQo6Uo5ppNKDxQAGmYp2aOuaAG0HpQelMZqAEb0oi5Z8nt/WkyO9LD/H9B/OgCbblutIRg4pytgmjcCcH0oAi56ChgadnIxmkPFAEeOOaQoTilznikJwetADSpFTWdrc6hdx2tpE0sznAVf89KbBFNd3CW8CNJLIdqIvUmvcfA/guLQrQSTKr3soBkfHT2HtWVWqoI3oUXUfkXfBvw30XTbBH1C3hvb5xmR5V3KvsoPH412iWEdmipbIiRqMKoXAA9AKpw3aRTyxjohAq1DcTXeTEo2jjJPWuByctz1VTUNh5kkU4OM+wryX4sacz31jqQRgpQxOwHAOcj+teteW+cOCD9axvFuirrHhi+tc4kMZeMnsy8j+VEJcsikop3krnzzeWOUHzAqw4OOhqpGvkjeVyDw6mrgnmktNpONvtzxVRtztzyO4xXfrYqv7H2inTWrQsoiMe6Mkg9vSobaV1l2557UqRPFKyYO0+oqyLUKm8HLA0rqJCpVK7va1i59ijltt/wDy0xVS3u2imNueh4NSrcsuEVuG6+1Jb2E13qUSQRNJI7BVVRyx7ChLudletGylQWq+I6bwf4TfxD4jitjuFqv725kA+6g7fU9BX0ZHEkESRxIEjRQqqvQAdBWB4Q8OQ+GdFS3JVrubElzJ/efHQew6CugHBOOhrWKPBxldValoK0Rc5HNAODz+dJ34OPbFLjr7VRxgcDvmjI4PJo7UYNAC/jSH73Q0UZzweDQAdcZNIeuaWkzkUALlgKQMp4zg0A8UHnqRQAuccZFISQR90ikIBXBIxQRgDB49RQA4knikzjggUhIPUnNG4Y5oAXj3/Kjg0q9MDn6mm429VJ/GgDH4C7u9ICSM4o4IzSVJQuSOWIFNznoeKUgH1oJGcZ4oATg8daCSAAP5Uo69RQ+1RuZuKAGucgAnFLwqcimKwbkU7GeuaAEDKemaXKr169uKcGwM8/SmjGetAClMg5GCa4H4s3wtvDtrZ7sSzz7wP9lR/ia79ck815F8W7ndrtrC7cLbggemSf8AChnThYqVTe1jz+2uGjZjjINMurkPIMggYq5aJC8POCTVO6hQTEIeKxunLY96rCtDDR5ZXK8sikLtPTrUMsnmYU1KFCNhvwpptpLi5WKFd8kjBEUdyTgVelzzJynyXfzQkIAX8alrX8T6RDoWuPpcTbjaxRpK396TaCx/M/pWRWiPLk7u4opO9HTrS9aBBigfSkpwPFAABmk6GnUh5oAY1MI9KkIphHtQBEQakh6N9RScUikrv+tAEoxk4NLxn3qJXUGnBgeRQA09cBuaQ5yOc04n1FNfBPpQAwmmk80HFb3gyxt9R8U2sF1taMZcI3RyBwP8+lKTsrlQjzSSPQPhr4R+zWw1S7j/ANJnGY1YfcT/ABNelXd3b6Rp8t1csFjjQkn6U3T40trcsT0FcrqUkviXVDZn/kH2zAzD++3UJ/U158nzS5mezCmoLlRd0q4lv7T7W6shuj5oU8FVP3R+WK6iwZo0CA7R0FZ9tAPlwAFUVXtb83dxK0RzGJCqkHrjisfM1Wuh1Bxj73NMdBIhU9CKS1MZjGTlsck04jy25PB6UyPI+f8AxFoUOjeKL2yODHnzI/8Adbkf1Fc+IUiudpUYB/SvSfi5YPb3en6tEvEgNvIfpyP615hdO7OGY/eGOD6V3U7yR1/WaMKMXy+9Fk97sRkYkcjBqi85KnYTjoafKN0IPfIxSpbsIGZ14JyM1SgluKrVqVptQVuokce+JXwfQ49a9h+E/hwyBvEFzHhADFag+vRm/oPxrl/Bfge48UNC0oaDS423TTdC/wDsL7+p7V7zbW0VpaxW1vEsUUSBEROigdAKtLm1ZwYnEKinTpv4t2S4Hel/zxTf0+tBIHWtDxh446Gk2gOWxyetJxxgk0ucDrQAduaBw3tSZ284NBZSOjCgBcnuDRuIGeooJwBknHvSdjg0AOBUrwMU3dyQRn3owQc9qXJ/u0AIeaOB1o2kcgD86PyH40AAKmjOOM8fSkBxwaXOPWgAyPU/lSMcr0peeoo7cjFABhSvTBpOhGOfrS/SkLY64xQBjgjb1pBgnJo3DGFpjYLAZqSh/mryAKbnPGKGYLjao+ppAWOSf0oAX5F5xzSbQwyRQcntx6mg8L1xQAAE5A6Uqg9Bimjp60dDgYoAeflU7hSBR6Cmk7SRnmlVieSBTAeGJyBz2rwTx/dtqXiy8k3fLE/kqPZeP55r3resStISNqAs3sBzXzRqt411qdzckkCaV5APqxNSzuwfIlJzVwS0l8pWBHTtVCQukjAkj61fS6dYgMZAHWqTzF3yV5NZxvd3PVxapezjGm2mRfPMw7kV2Xw00hr7xrDK6ZiskM5443dF/U/pXHrL5DlmHPpXsnwfgU6FfXxQCSa5Ee4j+FQOPzJqtWzzqvLGk7v3jzrxo5k8b6yx5/0lh+WBWDjNaPiGf7T4k1Of+/dSH/x41nVoeYL2pKB7mloAKM4PFGaKADOaUAUnelzg0ANbrTaU009aAGnOKahyTxnGKVqapC7s55HrQApUEngCkUAnmlLDJ4NIGUdjQA8kAVGWJpCxPJooAQ1JbXMlndRXMDFZYmDKR2IqI4pMUDTtqe62PiGfVNAhe1P724XC8/cPf8ua3dGsI7O2S3iHyqMlu7E9Sfc15B4C8Qpp98un3RAglY+W/wDcY9voa9hkvkSBEtGDzyjC+g9z7CvOrQcXY9qhUVSF+oatd3EwOl6a+24kX97MP+WKdz9fSrum2cGn2sdvEuERQB60zTbNLZCBlnc7pHbq7epqn4j1ltKSGzsYvtGp3RxFEDwq93b0ArJK+hrdI3RewxyeWrZcdRWpGvmwg/jXI6JpUttbA3M5luXO6Rie9dFHJJCmC3FC3JkjD+Ilgl54E1FH4eECZD6FSP6V4Pc2yLCjEk+2a9T+InjG0Omy6NBdRyT3BAm2NkRoDk59zjGK8olufNYDjaK7KUZWNKVbD06cnU1bJtqC0UKADniux8IfD+88TCG4vRJa6WvJbGHm9lz2/wBquLiYzShI1YknCjOcmvpjw/Zzad4e0+znJ86CBUfnPOOn4dK3jC25zYvM3NclJWVrF20s7ewtIrW1hWKCJQscaDAUVMcHkDFGSGGSOe9A68Hk1oeM7sUHNITgE+lLn1XFJyCOOPY0CFyD3ozxjNAY5IK4PY0dumaAFB6/McE9KTdzwcj0pM8igkjBAB5oAWg/kaM5Pce1B4P+NACEtgZOaU56BsUmc+49BQQCOaAFII5NNJUkdD9aUHjnNHXpigAIHpQBkd6M9if0pSCOh/KgBjAg55IpQQR6U7t1pMMOwP6UABO33FNJ44HFKGz1FBII70AY2MdBSE8Z/lSYO3J49qGKqoOfwxUlCcNyQfxNBYDgGjcMcc0AHqeDQAdssSB6UpY/3Tim7hu6E07Lt2wPc0ANAJOTmnZ9ABUYPzEZOfapMD1zQAbVU53c0uTsAHU0Y4ycCgE7cjjNAGP4s1KHSvC9/NM+0vEYowOrOwwBXz5cyK2wFTwMV638VyraXpkRc7mnY49gteRTQ7ZSM/rUO1z2MLCpHDuUerLUEsJhAbHTuKouYkkLLjg9KvR2WY1O49KoSwlHPPQ+lTC12ehivaqnBuKGOwluAuMk8Aepr6S8MaOug+HbLTlA3RpmQjux5P6/yrwbw7pv9qeLdLtlAIedS3ptByf5V9GAfN7E1cTw8ZKSlys+ZdUAGs3oHT7RJ/6EaqVe1uFrfX9RiYYZLmQH/vo1R7VZxAKKSlFAC4o704dM0z6UAOpD1oFJ0NAAxHamGnGkIoAicGmofnGfpUh7Zpjp6UAHTtTT1pT6560lABjNIRS0tADCvFNxipOtNIoAWN2jdZFOGQhlPoRXtvgnVbXU9PEowJmH7wdwR2+nevEDkVPZ6heafMJbS4khf1Q4rKpT50dGHr+ylrsfSl9fx6Vp5uNvmynCxRg/fc9BVDRNNkjll1C+fztQuDmWQ9FHZV9AK8qtPiBPKYDqUckkkJBV06H6ivVNN8S6fc2SziZEjC72diAqj1JrjlSlHQ9OFeE1dFzxB4i07w3pxurxxvPEUKn5pG9AP615Bq/xL1/U/MjinWygfjZD97H+8eareO/EkHiTXFltVYWlsnlRMRgvzkt7Z7e1cyMDovNdNKjGMddzz6+IlKVlsSRnLZAJJPWphgcu2PYVCvmMeBgflUqQ8/Mc10HIWrZ2Y/uxtx0r6l0yVbjSLKYOHWSBG3Z6/KK+W4j5eMcV718LtUe+8JfZ3YM9nKYwD/dPzD+tAHajkcYI9KOuRjj0oJOMgUHrnHP1pgKDyM9cUgO04ajJ7ZH1o3Z4IxQAhYBgCeT0pQ4bqpDfnSY9qNwA6cDrigQuSOuAPU0vBNIWB70mTnoMUAOIz/jmgnA5H40m3mjK5wTQAepzilXqAeQe4pO/SkJAI/pQAp4zkUqspoxzwTSY55IoACp5+Y4oxjoaTB7DFGW9aAFYZFIPlXv+JpSfUmlwAOtADQw6bgaMn3NLgYzwaTafUUAYjbiMluKDgLk0HBGKU5A4Az71JQ3PHCgUucct17AUAHJyQBTActgMD70ALnAznBNIScAZpzKFGWOaYCM/KpJ96AFJ2nAH40/JpvKjnGaVffP4UAHPViMU4DJBOSB2pMjHJAFKAOtMDzD4o2mp3mp2XlWrvaRwnYyc5cnnj24rzaawvUYl7Sdfcoa981NvtGorHtGIwAPx5q3b2cQYAxr+Vcc6/LJo9anBypRjex8+CSeJNp3jA7g1RMjO+0kZJr6kt7C1fhoIz9UBqlrei6bLp0wksLYgKTnywKUK3kbV605WV9EeW/CbSi+u32oOvFtCI0Pbcx/wH6168Gz1rJ8N6TZ6Vo8aWlusLTASSkfxNj/CtYDAxwfrXXHY8nESU6ja2Pnzx7bi18baoo6PL5g/4EAa52uz+KUXl+NJW24EkEbfXjH9K4rvVGAuMUopD9aKAHZpKUe9IaADOKSlooASkJopDQA00xnIPFPPPFNJ2mgBgbII44ozSZHXpRQAtFAooASin7QacAAOlAEOT6U4CpNgzTthzQA1Uz1JqUDgDJ2+nakC4708DNAXABRSgnHFAXPWnAYoAUA5qRPamA09SKAJUGTz+teofCHUVj1a+sWORPCHX/eU/wCBry4Guk8F6j/ZnijTrgttQTKjn/Zbg/zoA+jcnJHUEdqBnBBPPahuGyKDjqDg0wFBJwCcZ96Qg9RxSMA2CBigEEHoDQAuTwcc98UZbkZH0pBkY9qUEKSGzzQICd3UDNLwRnPH0oPQYFJwcgjg0AIwAIznj0p2B0yCfSk7Y4x2pMKrc0AOycelJgkc0fLnIP4UAdwKAAk45yKQNt5zn2NKxI7UHBHQA0AKrZ6D8Ka2R2oG4jt+FKN3fBoATJPUUduRx9aXJ/vD6U0EjI5NAxduOnSjb6cUm/B+8RRuBHBNAGMgKgk7c0ze5Oc0vGchfzNAJ68YqRjWxjBcn6UqgHpwBQWJyFUfWkGBwTz7UAIyBjycinA44xj8aMYXg0wBmIZiPpQA5yzDAH608KdmOtBOMY4o5bqQAaAF2nHaguQNufrxTSUzj+VQXsvlWruCAcbVHvQ3ZXHFXdjLicS3ckpHViRWlHKNwIIrNtUII449ahu5xZ6ykOeJI9w+o6/zrypau57kY2SR1lk26aovEL7LCVc/eG38+Kp6dcsZRxxjrVjVGN1cW8WMru3uPYf/AF6umrtIyraJsVE2RImMbVA/SjGKXqe9DErgYx7V6SPHZ458XoSuv2M3aS2x+TH/ABrzuvV/jFCTDpNwB0MkZP5GvKO1MQHpRQRSigBaSloBoAKQ9aWm85oAKQ0tGaAGHNN9cg1JSH2oAiYrjofyq1faTeafb2lxcQlbe7j82CQdHXv+I9KgdMjgc19A3Xg2LV/h3YaHMFS5htka3mI+5LjP5HODSA+eR0panvrC50y+nsryJobiFyjo3Y1XpgODYp4cVGOtPCDPWgB4cU4ODxTAntTgMUAPoFIKWgB9KKQUvagB4PNKOKYMfjTgaAJlqeIkEYODnOfSqy1KhoA+mfDWqjWPDdhes2XkiAk/3xwf5VqDcM5x+Fed/CTUVm0O5052/eQS+Yq/7Df/AFx+tei8568dqYDdw4zmlzn0H4UgOPlbB9CBRxg/WgQo9Cw/KjeuMcH6dqQjIz6etKTnkqD7igA3YON2fwp3zYzgD3pv06UgbYSrE+x7UAKwJxjqOaXnuB+NJjgcUZ64bPtQAm7HUAeuKUjnIbBo5I/oaCDjgZFACqXI55+lBPPQg0wKByNwpxPcNkUAJg54JFKGUtgnB9KGzjcr8e1JwWBzz7igBTjt/KlO4daQjI5z+BpF3LgeYR7GgYpIxzSAKT1AoIweWP4UvHrQIwunag42/NTBwT82frQzEKBnrUlD1YKpC4pAwHLZJ9hSdOpyaO/U/hQAofJ6H6U12IYbUFKMZ6UEc8CgBSM9aUdO/wCNNyc0/JA7k0ACkZzgD61n6m+6aKPt1rRBPXjNZesxMUinB+620/jWda/Ib4dr2iuX7CBWBbjAHeuQ8VzxW+uWjowLBwgUODweK6vTZcWrk46c8ZrzrVvLvfFsQjUbVYEgDvmuJLQ9e+p6Vo8YZOancbriR8jA+UVFpEg8scEACora4828vIDjdDICP91hkVeGXvHLjG+UtZCnvQBznqfegLzyPyoJ7AZrvPKOD+LcHmeFIJtvMV0vPpkEV4nmvf8A4kQ+d4FvhjmMpIPwYf414BQAClzSUooAM80tJ2ooAKWko5oADyKSlpRQA38KXFFOGaAJbSPzr63hHV5UX8yBX1OkaqixZ+6AAPpXzDocfmeItOX1uov/AEIV9RMM5I9etAHk3xj8N+Zb2+v26ZMeILnA52/wsfoePxrx0V9Z3tnBqFhPZXQ3W9xGY5AR2Ir5c1zSptD1q702cHfbyFMn+Idj+IxQBQpc96aKWgCUNTs1EM9qkXPU0APFLTacKAHd6UHNNHWloAeAScelKM0gNKDxQBItSoeOagHTipUOeKAPQPhZdmHxjFFuwJ4Xj+vGR/KvcMcdRXzP4ev303W7K9Q4MMqsfpnn9M19LghgGXGP6UCDcCMg5HcUnP8ADwTQGypyAOaMjsc0wD5s8mlxtJ7fSkB4x2o6D8KADoQefqKXc2MbQaM5UE4FGQTjIBoAMdc8D0zS9Dkjj1FJnscEjtQD1AAJ9KAFBzn5e9IOT05+tHXtijAbgmgAwwJwXH60hz15/KlAI4PNBLDjgUANH+yBmnE7uGGPwoDHvijOTyKAAjHbj6UjIG4POO9GF9efrSByp5BI96BjsYpMUuQenH4ULzxkZoEYDFc8ZNHGelGB7UDnkLkVJQ4naAARmmgkn1pGOei/jR0agB4YAUgDEZ5FIWAO0c0o5IzQA7GBjIzTucdRUZ2qckjNKST0UYoAcpGfWq+oKG0+QMvOMjj0NWBwMt0pkqiSJ15+ZSKUleLKg7STKcKslk7IBu255rzyxM0niYySABkkOQPTFei6efMgKN6Vxccaw+NRF2Zq4Fse3udhp15gsobCkcVzusahNpviX7ZE/wA3lqHXsw9DXX2ek3Udo92YgI8bguOcfnXKanp0OtanILOcLqCNtMEpwsqjpsPqPSnCMosmUoT0Z1Wn6jBqFsJ4GJyMsndD6GrYIA5U/SuAiiv9Hu8OslrcgcLIMA+3oRXaadeDUNPguimwyLkg9j0rshO55leh7PVPQp+K4PtXhPVocH5rVyAfYZ/pXzbmvqS6iE9nPAR/rI2T8wRXy5IhileM8FCVP4cVocw2jtRSg8UAHaijtQKAFHvSZoooAOlFJmlzQAvalHJpOtKBQBueD4PP8YaShzj7ShP4c19IcqxPJ+tfPvw7h83x1pinjazP+SmvoLJx/wDWpgPHPavLPjF4a86yh8QW0fzw4iudo6ofut+B4/GvUlOfrUV/Ywanp1xY3ADw3EZjcexFAHyXS1b1XTptI1W60+4UrLbyGNge+Oh/EYNUxSAcDinA5FMpynigCRSacD70xaeKAH5pQabSg0AP70A4pPrS+1ADwakX2qIVItAFmIkMMda+lvDt+NS8N6deK2TJAu7PqBg/yr5oiPNe4fCm/wDtPhaS1YgtazkAZ/hbkfrmgDuiRjgY+tIXQLnGKXIzgDimgkZG3K0wFypA6kZpQByAB+NN6Hik+bPGKBD8cfdppO4Lx09KAz9CBkHpSkZzQAEk5BHToRQR8qsDnnvRg9+maTbjII60AO3YLANyOxpN249OR1xScLnIO09SBTt2CRkkdjQA3GOc5+tKGBOCVoyvqfyoIzypoAXA9RTcYNHbpRuGfQ0AB65BA/ClLbTzjFNbmlxkYJ4oAecYyCfwpoHzCmhWX7p496d1xxg0AfFlFFFIYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWlDjyV/3RWbWlFxEn+6KAHg0oNIKKAFopO1FAC0UmfeloAUU4Cm04UAdn8L4vM8b27Y+5FI3/juK94U9vWvE/hNHv8WSv/ctW5+pAr2vIBxTAcMjuPwp4PJ44NRgnHQfnUi4J5P4UAeMfGjQjDqNnrcaYW4XyZyP76/dP4j+VeV19Q+L9EXxD4TvrBdplZN8Oe0i8r/h+NfMDAqxUggjgg9jSAbSjrSUtAEoNOqJTUgoAeKWkFLQA4etOBpg+tLQA8HNSKeKiBp6mgCwh5zXpHwk1DyNfuLJzhLqH5f95Tn+Wa8zTmuk8Haj/Z3inTbgttVZ1Vj/ALLcH+dAH0YSAetI3rnj2pzdSCOh603ODwBg0wF9MUhJwT19qTLHjgUAZHPJoEKXOQdmPWlJGc5zSe3Q0DpjIyKAEI+XqaX8aFLcq3Iozg4PPoaAAnB7j3pTyOeSKTgjBH60YGMbqAFI4yCR+NJ396Fzjmgj3P4UAGMdc0h+tH3T/ERS5z6flQAhwcckilA54GaTJHQj6EUhIzk8H2FAC8H1z6U7tzTcgrkUvJHGM0AfFtFFFIYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWjF/qU+grOrRi/1Sf7ooAeOtLjik6UZoAXNGaSlFAC9aQUUdeaAFFSLUdPTrQB6T8IYydb1FwcbbYD82r2AMD94c+oryv4Pw/Pq8uO0SZ/M16kCRx1FAEgOMYPT2p6ncOUx71Guc9vwNPRgT0xTAegA6da+dPiXoQ0Txlc+Umy2u/9IiHbn7wH0bP519GcdMivO/jBojah4Xi1ONd0thJ85HaNuD+RxQB4NS0dOKKQBUgbjio6cDQBKCacOlRg4FPB4oAdmnDpTO1OoAcKdnjNMzg05eaAJVJNW4H8shx95SCKpoeRU8ZHTNAH1Dpd4NQ0qzuxk+dAj59cirR6dTXJ/De++1+C7QHLGBmhPtg8foa6wtk5HBHY0wGliGHyg+9GMsTnj2pWHHakyqkk9fagQvvil25+b7tN3ZXIU4pcDHO40DE43ZH/AOulHcdqD8o4OBSb1OSDn60AKCox8w5pCFzyMGjj0/Kngg+n4UAMBAH/ANenEAjgmkJ4IPB+lNGV/i4oAf1HX9abz7UvHUCkGc8GgQm4rw3IpwwR8p/WkznP9aQA44K/lQA/5wOWH4UhUA5zik2gcgEUYUjrk/WgD4vooopDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK0Iv9Wv0FFFAD6UUUUAHalHSiigBe1IOlFFAC1IlFFAHrnwc/49tW/wB+P+Rr0v8AvUUUACdaev3vxoopgS1ieNP+RG13/r1b+lFFAHzAeppKKKQBSr1oooAk7U4dKKKAF706iigAHWpFoooAcnapk60UUAe4/CL/AJFe4/6+2/8AQRXe/wAYoopgMP35KT/CiigByU5etFFACN99fpUZ+8aKKAHn/Vj6UQ9aKKAJH61C1FFAD07U3/loKKKBDm+8KF6miigAboaiT7w+tFFAz//Z", "path": "029894.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029895
Women Tops & Tunics
{ "bytes": "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", "path": "029895.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029896
Women Tops & Tunics
{ "bytes": "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", "path": "029896.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029897
Women Tops & Tunics
{ "bytes": "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", "path": "029897.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029898
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAKpAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD1uiiiuc9cKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoorH8R69FoOmtOQHnf5YY/wC83+FAEeveI4NHCwr+8upPuoOdvuf8K4LVfEarOftlyWnb/ljCNz/j6VzmoavdSXkirOTqM3zSzAZ8oHsPf3qjbQ7ZPKto90zHLuTlvqT3rBvmIcjZfV5J2Cw27wA/7QLGsjU9UtolaN52eUHmPzCcH3I4plw809zHpemMzXEjYllH8I7gV0Fn8MrIQD7W0zydWYt3qOaK1YKEpbHE2+oql0siIiEtjg5raiu5rWSO/wBLleO8hOQyjj6EehrTn+GO+5VbKUcnjzDgD61gavouu6I7LJY3Xkj/AJbRxlkP4iqjJS2JlCUdWe4eEvFUPiWwyyCG+iAE8Gc4/wBoeoNdHivBfh1qWk2TX8l+UF+WHkylySq45HHvXp9h4sjkZUZll9cHke9U68YvlkawjKUbo6uiqLatbJEJGbAIyBmq6a/bOAQDtJxnPFV7WHcrll2Naio4ZknTchyKkrRO5IUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAMlljgheWVgkaKWZj0AFeI+IvEcus6rJdqSEJ8q2Q87V9cep612/xJ1k2+nRaTC+Jbs5kweRGO34mvNLZYjIbiZ9sS/u4sDLN9BWVSXQllvTtKBVhuWNfvzTuc7T7n+lUtQ1CK3VrXT0I3HBc/ff8AwFX7u7K2vkgrGi8+UOcf7x7n+VR+H9HtJ7g3epowUsNqs2OPrWDmOFJyOn8C+HBZ2pvJ1DTTc7jziu38lcHFcw0NikBn0FpdPuV6BZC0cnsVPetPQ/EK6qrQXMX2e8i4kXHyt7j/AArGS6m6utLDdSLW0ZkTORzxWOfEkmBGp3DocHkV0d7HviYHoQa851q2ktJ2lhO01z8zTsjrha2psz2Ph/WpTJeafEZMYaRR5bA/Vf61t2djpSWKWiwmSJBhH35kX/gXBNecadq4v7w280c6TJ/y0iQuv/AsdK6zTLTUXk2w3MYjxgOwzWsudfEZ8sG7xH3lu3mmztZpZU6jIOfxq3YaHqFsyTGJZETnaJMfpWpZ291p6bXBmdjkyEcH6e1WS0pGQjgn/ZNSkDm3oWrKea2YO6BVPVd2a6BGV0DKcgjINcwn2kna6hQe+ea1LGb7M4gZiUf7pPY+ld1GdtGcs42ZqUUUV0kBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFISFUsxwAMk0tYHjPUTpvha8kQ4lkXyU+rcfyzQB5J4r1k6jrV1fHlWby4Bn+EcCsiykGzzNxbJwZe5/2VHp71V1iTLwJ91QpCnPXmrnhuxm1vUhGmfIh6t0GfauSb0cggrux0mjaI+qPGZAFhHQD+vvXYah4bstQ0s2LptBxyvB4960dMsI7SBY0UAewq/IvHpXGpNvmOuSS0R4+vhrV9I1GTZc/ZY4kZ4wpZ1mbP3cE8cV6Jo1m1zDDczxGK4CjnoSPetgRI43EA1HNMlpBJLkAKCa1nU5zOMeXRFW+vIYAwklVQOCSehrlNZa2uYHeKVJAo52npWPcaxCrSSapK3lzFnUMDgLnrmsa8jjUG80u/O5Pm8tjw6/UdahUG3dmvOoppalrw74xHhmW6tprZXtrlwzSRj51Pv6iu9S4jntBeWEiskgB29mrw67ldpmLHOTyK7LwJqt+9ymnjMkPGxO4ycce1dFSm3Fdzmo1/eaZ6Ppk08jlJCLfnhWO410ESKUwzk59e9UDbQspU4SZTtIzypFXwi4JBAzWSVty6kl0EeARcr0prkSR4PapVc4KnkUxlUAmtEZXuX9PuvtMO1j+8Thvf3q5XE3WtDRpmuh86rwV6bhXWaffQalYxXds26OQZHqD3B9664S5kJpotUUUVYBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAgrzn4pahtjs7BTxzM4HfsP616PXh3jO//ALS8W3JDZWN/LT6Dj/Gom9BM5XUIPN1G1gOSNuWx9a9N8D6ZBa2Es8Ue3zpCwB5IHpXAShTdSXPcAqK9K8G3Kz6DasDzt5/OuHEN2sbUF1OnX0HaldWccU0Z7Vga3f6vY3sbQtF9iZecodyn1+lY04uWiNlHmka88ksERENpJdP2RHCH8zVHWL6zj0eVJQ0czKR5ZILA/h1qhdajqFnbpcTGOS3k+5PA+5D7Z7Vh30cOrarHexCNJCAhLAnA749KupTcNzRUvtJkeq+H4dS0W3V0XzIVBQkfjg159LDcWV5dmRFiRjuCKMAew9q9gvylpaYByAK8s129W+v5YgQdpGcema0oVHLTocuIgo+8Yk8ZkkHqQK9B+Fdh5nikttyscO8n0weK41YsiNsH5s/zr1r4U2Hlx6lesMMxSEfQDJrpWskjlpo7u902G8Uk5ST/AJ6J1/H1rFuYdS05GZojcxD+OIZI+q//AK66eitJU4y3NbnBTeIY4yczKV9emPY1JDqpu4WeKZCgGS5OAK0/FXg2w8S2pLIIb1eY7hOG+h9R9a88Gn6lbX8lrN5sFtGdvlPg5x3JHc9aVLC80rXOrD0o1XZuxrX8kdzughaG5lkUgGXI2kjjHoM8c1b8C6l/Z981lLNuhvHOwM3KyDg/nisNL9LPNtJeSIkkbRSHcVkUZ6oe5xz+FZl0n2fRWmJ86W2KrFcoxU+YDwy465GDg8Hmur2SgrI8uOKlKrKEVpex7vRWJ4V12PX9Dt7tWzKFCyjGMMOtbdYnU007MKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAKWq3o0/Sbq7YgeVGSM+vb9a+ezMZLp52bJBbJ9STXq/wAUNS+zaDFZKTuupPmAP8I/+vXktvGZXEajgck1jUlqTuyxsZ4AuOSQPzrrfDgbRpRHn/R5Dk/7Jrmo1zqdtbKcknecV3gslMO3HauGs9DropI6iCQOoI6EU68gE1ttP4H0rn9P1E2mIZugPyk1tC+WZcLgj1rKErGkoyUrxOVvZ5dHW4kiURhwRIhXMUv1HY+9c9oK3TvJdXJjCZwgQnB/Out1q4hMZjbBHoa4fXddh02zKLIBx8qg9a2lOdVciRs6kYx5noHizxStvbvGrLvxgD1rz7SbxpNSleU5Moz+tULy7lv7hpZCTk8D0p1gPKulPqDXfRoKlBrqeJXrurPTY7K22SLGi44Jz+Jr2r4eRqnhxyo5a4bP6V4HpE7LN6/NjBr6B8AIV8KQseryO/5mpj8RrDY6eiiitiwrJ13TBe2vmoD5sXz7QM+YB/CfX2961qKAPJhdaRqVtcaldyQTM6OJYFwsgkUZDKOob2FZVlYm40l7VXmVFaOUNGAqyDspJ9fzzU/jTw22la5NqNqsBVpw7JvCuEbnKr14OeaoPqjTWlrF9oklK3T3AiiHA+TB6e/OK6Y6o54UnBWpLV/gzofCWqDSNX2qCba4BEqqPuNnrj+deqA8ZFeEXclxLJaSwFYY1YSeQCRvz94k9ee4r1Pwd4j/ALcs5opYRBcWzbTGCT8n8J59qzqRtqawhVSvUd7nS0UUVkWFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFISAMkgD3oAWimpIkozG6uBxlTmnUAFFRz3ENrA888qRRIMs7nAAryjxj8Rl1COTTdFmZLdvlluFHzuPRf7o9+tJyS3AxfG+tnxD4slhsd00UA8pCh+XA+8SfrWXJNFpsBijxJL/E6ngew9apxzNBb+VCghj7hTlmPuaZa2kl7cAKPx9PpXHOV3ctQsbnhGxe91JrtwTzgZ7V6WIgq44NY/hnShZ2i8c+tbkgxx3rlm7m8dDMvrZZUOAAw6GuWutb1DR3dQA6Y43dq7VlzXK+KLANaSSYAwOtZ8t2bc1kef6542vZH2Kiq3qea5a4a9v2E8/mSL/ewSB7e1WJLV7h3mIyMkDPpVmye4sgxtp5Iyww2xiM+xr16ahTjojyKsp1ZPXQzlhAHTp1NEH/HyuM4Fao06eSzup0jLLCnmSH0GcZ/Wsq2+W6XPSri+bUylHlZveHlL3AGN2QcDrkngV9HeEYxF4XsQMYKFhj3NfOvhHVLLTNWEt8kjxIpCrGMnPavafDfj3RF0G0iIulaKMK4EOcep47VMYvmbOmHw3O8orJ0vxNo+skixvo5GHVTlT+ta1WWFFFFAHAfEKEW95Y6jJb+ZA0bW8rgZZATnj3615MbqaxvJZLcztF91mI6j0JHf3r6N1Gxj1Gzktnx83KkjO1uxrxi6Mmj6u8dzlLMbkIC7sNnnI9/Wuii76HZhHHWN7NleS6tpNKeWV4p43mH2Vt20opwNhPY5ya2NBeS28QyXulpet9mRftSsD5I4GVDdD0/P2rD3aQl5JdFYjAnLZh3guejKvr9a6FV1SSwMOnXlzb6fIhMLMibHbGWOOQpPoelXNdzzMRCrQk4yd1e9/wBD1a1uYry1iuYHDxSqGVh3BqeuC8Bav5TtpEshZCvmQs3UH+JT/Ou8FcslZ2NITU48yFooopFhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAdaZLNHBGZJXCKO5NUtU1H7Db/utjTtxGrnAJrk73xHpc0l9BerfNLHFvaW3YP5Sg4OEHpVRg2LpzdDVbxjYS6gLC0lVrhovMUPxuB4GPWqesXhzNDfXjbVjKt9m4wxxg/Nx0Nc5rC2ml3trDoyRRXt0BBaXjwlmw3TDvnOe4I4rO1Oe6kvSL++llmgMapcSRKvmZ/vqOMZ7da6IU43Ck3OqoPS5q6TqE2kXxay3m2OS+YjtYjOd2Oh9xXbSeIYZfCs2sW58orbmVVnUgg44yOvWvM/tM+mXLCQs8MmQsi/8sW9BxyK2fDeo3dzqGb2RmguU+zeWiD5GQEgEdAMfxfgajEU+Vc0TqxVCVOXMtUcrcW3jHxo6y3gvDZ53BTH5cQHsOM01fB11bsU2SK3869htneCMRbi6DoTROiSjI2g/SvInJvcyg0nseSx+D7gtmUsQOcVvaboUVsQf59a62W2kAO0xn8Kqm1duW2/hWLkzoTTJYGESBQMAVHcS4u44z/GCaYYJAODgiq2pR3ctvFLAiGeFuCTwQetQOxprFkVznjIeToFyw+8ENbGnXct2SCCAgALYwCfaqPiDTzf27RPnbTW6ZL1Vjw+wKS2q72YsAcoO9bVhYi6T5VCjPQU/UfCF3p0r3NspKZ5UelVhetaRsgUrnsfpXoSkpao4FFxepNrctxY6Q0VsQkFy22Yd3VeQPzrCayLjC4EgGVz/ABVLqt5JeWwycmJgce1aFoEvLKKTuoxn0Iq1dRViHqznoo2+0FGOxhyQ3FdtpHkSabBDKqwtbhnE2CDg9nx94elZ0zwFB+4WRl/i25zTLa5uJ7qJFmjRFYMOgzjkA5rppzj1NIKEouMjpkjiNrAtorJ8nySCYRAEnO8sfx4rt9I8YLoWmpFqctxeQtg21394TJ3IPqO4rzpPNuZob+HUEhnmctgwbtjA9TjhRVW403UbmF5LnV18lG/dDJZSWOcgfwg1qoKexGHjUnUtK/Kuh7zaeJ9NvbRruJ5Ps6EK8rIQqE9ia1ILq3ul3QTxSj1Rwa+f7DS7mKKSwOqyxSzjLJtJDY5I5OAf6Vq6EkOgTT3ge5hntwv3mUiUkjp6554qXQaOqVKUIuUtEj3DpXGeONKibydQUBScxygMFMnGRz69frXW2twl7Zw3Mf3ZUDj8RVLxBpx1PSmhVFd0dZUVjgEqc1jF2dzCTfLeO55O1gZzaPZvALa4QbVVP3hlySq7T90Z7jr0FXrjS1tPMiaeSW7SXdJpiyeUGfZufBHCnHY9RWZewNHfXYja6+3YDhQeS/T5V9BnAwcHPrT7HWLjTLlpJbYxzIVl8plI3OeMliPboa6W+ZGCVerSlOUr+QyX7ZZ6nbahZeWsccMbAIwYYY5JyOMjgV7Jpd/HqWmw3cbAh15x2PevHr8S2N4UWzJ0+eOOaW5aFjHHI/UZHAGccV2Pg7UDZarJptw8Ua3C+ZEnmhvm9B+FZ1FfUujNckUlZHe0UUVibhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABVbULprOxlnSNpHUfKg7mrNc74svUs7CIyzNFGz4PluFkY44C54PP6U4q7sL1Mc6tGlwbfU7stbSxvFLIm35N/cjsPcelYes3irBFovhjSJ7yzTD3E9lCdrsPur5jffHfPNV9P05vE8ixaxcf2XIJANnEqSRt6MCcH2PFdCdZ1bRddn0uO3sDbwRo0EryE+Sg6r5eclyPwFdTtdWOSrUp05J0XfuYd4kkunWiSWrWzM25t8yiRiOeAOjD+E1gXkj4nilmEqbD5zyZcyMBlm3fh061fuLqPfMJk2zTSySzrI4O2NuY+B0IP6E1U/tzR5Loebax3EUBX7W8YdTsJxyejDt6072d2aqvVhJTnC19iwlr9o0cwSyvJaG3B86NW+U9Q2MHNVtKv7PT1NnBcC7ngbz2RkMZOMZxnoaXS/Et7Ncu128sem/aGy6DarREYwR26cD2q1eXd3rKTXEWmxPbzM8aPekR+YuMbhn5mJABz0zTcrqw8NjZJSpv3j0+znhv8AT4LyFt0UyB1OQevvTnXFYXg9zaaONKmtns3tAAtvK+5gp5DE9Dn24reZhmvCrK02jenPmVyuwzUbJirLDNRsKxZsmVmFMyVPHBqZhzTCvNQWgyep/KoLj5xUxBqJhmmhmXPHuBB5zXAeKdAePdcwxMwPLbV6V6Y8QPauR8XaZ9sWBWkkWMuiEI2MZJya0hpImaujySRjzx9aLa8e0nREYlX6jNejzeBNGMPCzRv/AH/MPFc9eeA2tnMkPm3CKNwIYDj613Qq03ocU6U1rYzo55Im5G0HnBHQ1XaSSWcG3TJB7UlxLKENuYRuTgyhcHHo3qR61veHtJu9eke3sLSESWyb5Xc4ZwTgYHr6muiMdTJN25mtCG1vdShu4Vi057lSB8gXO/tWkbNbma5e7l+wxxrmaB+GB9Ao43ZqCPR73TPMuXlXEf30BIO3djg54+tSavqcOqMkFlootpEcFVBJBjI+UyMeS2ckmulXTOmrVVGalLRMlhgF7dxSR3rxbHy29VDR4+p+Y/TtWla23/ExW4ee4eIgZ863AVMdCAT9cGqNtZQ6faw+a6XGqTNnLE/cHGFwMYz17mtm01mYaW0CWYkKuZDcOxIIztKKP4hn8qu91qOdT2sOZSunpY9E8Laoj2qabLFNDcRgmMTBf3iZ4KlTg4zXScV4/ZvrcpiLJLYzFd0buFUsozygb+LpWnY+IvEl3M9tHqEAktlWScuiMVj7scYG72z71zSp66GSurxfTsZ2u2Go23iK6ubK+KmK5B27VJT5twAJ5AOMVVk1G9ulkS+nMG9mYEncpYHrg8dKtHXBDqmoX0gFzfyWpKQRsNrqfuhmHGe5HaqH9pTtbRHWLAzQQgPLZ+Wsirnpt5Bx9DWsPd3MqNVUajajzR6mhpt5b3liLTU9SeWNJHU2skn+jhQuQxUc4z29ayIryzW4t5bIsfscm8SMoDBSMHkckAgHPoagurSyV/PCCOADmOMHcQecAdauWdpEN0qyod6sV+T5yAOQQO/0qnBs9N4SMVKtfTc9k0y9TUdMt7xCCsqBsjpnvVyuP8F3bwPPp00kbJKTc2YUYIiOAQw7EGuwrkaszjjJSV0FFFFIoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArE1ODRZdZspNWSMyxoxtXmUMkbZ5ODxnHc1t1yHjiyS7jgcxvM8KmRIUmMbOcgZBHXAOcVUNzGu7QbOT1O6LXcyJp8iuhy0rPhWBPykPjH0H8qfJc3WnQCa5kDzQuu9BMrPajHfH8Xf8a2b/AEDUNK0hXs9aWNcDMlxEGxznoRxnp0zXH6zrg0+YrbSQXUvlLmRACuWX58juS3rXWtTmo4X21WDpRs1v2Od1W8j1TVYzps379mKKzkLuz6seppuoXDtpyaZEjyC2cRwDI3Nu+8CRyRu5GelUhdfbrlXmSPYnG3ywFbnviuj06wL2l5eHYFlUoAx5cH+EHtjvS5W3c9jFU6r5ZK1kaOlaUumWsdvf3IluIQRtXg5OCI8DO8e1bTahptsuJbCWaCYmZmClwsgOcknlcdMDHSubt7ieV1hZASzE+dEdu1ugwfUCtO11G5t7O5sHkdr2FGYO0e9GU8jca0jHQihgIwbqp3vuvMr6F4onn1uKMXmbZnYMk0gDgc7ODzgV6Nbz+agYMjDJXIYdR1H1rx3RHtl/dTwxPPuLeeoCsi/3A31rq5r/AEw25+SZ4S4QCRQFjc+4PzZ9a4amE9q+a9jmw6qynpH3X1PQhnupx2PrTZAB7GuEdL+0tmt4dSt7WVeY1k3BcD0NP0/WLm1ht1vNU+0XryEOkU4ZcZxkDpjpWMstl0Z6X1WS6nZEUjLisCLxOf7Qlt7qECKP5RdR52Fu6kdsevStoSqyBlIIPOQc1wVaE6btJGCsO20xkOaXfkipNpIrND2KxQmql9ZR3VtLFIuQw6+nofwrTC5dVBGWIUZ9TXK6tqjy6u+jMwtV+YSyk5YBRkkDsfQVvSoSqPyJlUjHVvYhvtWt7NDA4Wa7wVWMDIkYDoD698Vj2MsU2mvqV3pkmqSyOWiQzFBbbTg7oxwBnvg5qePRvszG6s9UMquVltpGG6VW/iOewHr6VmXNvfm6t4o9QYNMz/MfmKMW4CqOSTj6V6VLDQp7anHWqSnrF3iVtReO+ht5pFFn9pcrFKASjYO0RgAZBBGParNhCdM1KWSCBdshWPzPtLo8bAHd8wHIPHHrWil9c2uoWNjcRW9wILtZtrYGHJx97tz1zUGpw3lrfTSytFaP5pkIAB2tnOAO/Xr3rpUEZOnJpRva+plySw3t1DFLPGAZxiFZCyxqDlmZj94+1XzqEAmN5IpuWVJEtbfZsUueAx7nHUVmXkcN3MqokaNjblPlEhzkYI6Gn6zNBJqlvG8olNrCpuGhUgO2PmIPrjGSPSqaNKq9pWjGa92xZ0q5uJ7R7SaKJGt4nBldw7O5bjYB04yDW1qVvLp1tpAtvJuU2xtFbB9w353MMepb3rnNFnjvpSFeeFQh3PaIryLGp4QhuCWPc1Y1u9SS2lmsLtIXEwXCJ5bBO4AGcHPH1qV2EqM4VXCOq6I6G81C6leZZreSKeZjuhXcfLb2B5FZI8L3NkYlvIXVZlEzRsSGfB6uM9hxVZ9QIvVmlMvnbSyJHJsy4HyEt3qK6nvNXiM1zqFw0sjZmz0UdWwx7YFXFK+p0YSlOjJxqtWLYl0yC5aOS1l+yrCzCOKXBLYxvC9Cw7D8aBcXWhRr86M9xHhJGjO5VYcsgPDNwPpWNe6kNJ1C0lW2+2K65iZc7owvAIHQ8HvXQ6VqenavFslB8jf5rvcJgu5ONqhRlW4OMcGoluc2Jq3qSVJXTI7GexuLSF5bl5JXDMfMI87j1PT6Yq5f2UlnBFI6IRJuXZHy6nAI49eRj1rMmtdOW7vEt763gFohlkMke/zQTnDZGAw9hVq21ifTZxFPE+o27bGDvxJHhsqcjvz+ApqUrClOtiKTpQeiXzLGk6wo120vorjzpVVUdQcY57A9iM/iDXsikMAR0IyK8ds0mn8Qtqc+nhDNIwkijTci84Izjv1GO5r1y1QxWkMZBBVAMHqOK56m5pShyQjHyJ6KKKzNQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACuN8bPLa6noN5blllWd4fMHIQOuCSO/Suy6VheKdPF/YW7Fyi29ykzkDnaOD/ADqouzEkm/eV0cjNpd5ruu+UJppAY13J54Vo1DYLx56D88Vzd5oZ0fUpjbxm7vLdyfLdBH5qHjJzwfqK0ptQ/s+3SXzLm4WO5doplABXOcBO46ZweM1maz4p1nURFbSW0ssuMZkgGQT0w3WutXvoLkxaa9i9P63GGW4RZop5LRI0iLEQ7SGyeeT0I6cVitqd3clba0+0TxIhQ7gGIGfUcEVWstKOoXTrN/r435Vhxn0NbcVncvr9nomnx2axMu+UxLtfI4K5P51d2tWd9epVoSjOesfIfplndW0lzYhWRyFMTsCevsOvpirniHUPsNhfWUkkhuHOGURjBOBlSR0wKtw/YvD/APphW6upHlWEzudsS5baSDjnb1rM8Y2sdlMkN9J5O6VCXU7g0f8AewOSSf8AClzaNowjiHJzla19iUGa6jiu7cLsCYjgjg8oW0QOEDH+Ld19fWo44dsN7f3mL0Q7PMCvt8t2OM57gDtipH1q41GZl8oIsseW8tcNKF4BI9M44qymnLb2d9azzRpIzIpWJ9w45BI/PjtgVKbsctHGx9ko31TKdzYmeQxSXN1DbKdi7422N+Jzj8aktNEw8kYvFV0X5YzHkDIyPzx1ratbuxYSuNUmluMlUhlhZi2Ow4xg+tVbtryXTzP/AGSwt5k+d4Tu2YBGGI5UZPTtVN2PWq4t2svxBbPXYNNl1EKuoQptNxF5hMsQHdV6FcH61btk0yzvrx7DUZY4d/mPGeVC456ngVn2azQQQzHU501ASD7NdQP5YUkf6pichxxnkc9KyryW0kuxJdqkJeQLdQr+63NjJYgcYbrxWcoqWkkeNRoTjKVSqmr9juU1FHm8uNLkYUFmkj2dfQHqMdxW2k8a2xmchUUZYntWBostvcaNMZYBdadHGXVluRLsPbYfvKOxB9q5zVbyVtL8mC7nayLhQuMuinnYwH3j71yPBKUrovDVZ100l7vc1dX1s6k0cGmW0lzcO5jClv3Ue1siQE42tyc+1UY9JeCYrqsivqEdxy4G5WHUZz1PasgRwajZWUd6zotvulWHBHmknAOzvj3rodJtrjUrCXULhoFFnKY5D5pzJxkHnsOmK64w5EkRiMLVUVzaq/3mRdb5XSwhM0s/Ty7cjcxJ9O1Ilne6fNG19ZeVbTMUjcTeXkr79Qcnr3q7HdXejuktnBayM0mBGYvnz9c9R2rUgln1uC9VNMMF0GXypZ3MkpG3c7MTwAOmAKqTdzrr4iVJKEoe7Y594bZpovtcl0pEyu6wYYMo56nrwCc02WC01DVA+mTC5t5GAiVXIcA8/NmrSXmo2sbyWtwocRgKkkasSG4YkY4HXk0+ytmnmmSNZBK6h4HOEUsOVCkdTwR7Ck2cGJio8s4PR+exz+oTLaXW5XaOXJ+VOVjOcYz696yLG6ZrmaBYWlEm77TcI+FIHIAP8+5rW1q4aw0+7tZgjtPORI7jLo4759cVkaRdCxR7U3lstvKN22QZ2sBkHjuemTUN3N251Kaint1NFrGS4UywxPFG6kiOPksBxn8/Wo5bFTpEMARFuAG83ackMDx9TijSNWuo7Se1tdKD3N1IoS5EhTbz0Geua1L1tb0qW2nuBaeYzllZWBVxjowA/XiqUkiqWJnGcU7O2hjXgLPvjWWQJgSMkWT27ZwauahbTNYPbvM/kr8yYTYZHYbct+HFaVvpd61gb2aOO0upQUW2dsgxZyWUHlScd6dY6ZqOrGCwVWt7QSPLJJHAWZ2AO3n26UvaJsVfG82IUWrxM0yT6eYjPLCPkA2FccjofY8VEtu90huLbyo5ssX3Pw27qcdutX4/h14nvpg8luWB+81xIEx9K6Kx+DrEg3+o7FxzHCM/qaftYrQ9WNfD04WjFHNQxPFEY57i3WdFCNIzfw+mfTnvWpb2c+r4s9Mga+uWOZ72NisUf0JHUV3GnfDXw3Yt5klq13J1LXDZH/fI4rrIYY7eJYoI0jjUYCIuAPwrF1X0PHlSTqyqrRs57w/4Si0iOF7iZriaPJVdx8tCepAPVv8AaNdLRiism7mkYqKsgooooKCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKbJGssbRuNyMCCD3FOooA871jQE0xltiA1pLkRE8bMDPJ9a5m9+3PK1suyGFj80mfmPqB6DnrXsd1aw3luYp0DLkEZ7EdDXlfirRdVvvFjWsN3DGrIoWVI9r4I6Ht2610UqrWh04bE+yb5tv1MhrfStGtp5Y5keUglVmbjIPU+uKybXxlLp7NBoVmLiWWNkZ51BIZupTHIrQg8LaQ+rImrmT7O8LHc8rLtK4yRjPPWrE2k2Ol6xHJob21xEsXmiEkspXP3Sep46/WtZScvdKlWnXk6UkYOmabqV7p9095qszR+Zs+ywk7dwHJPbjjgc1qa5Le6jBpQupYJpba4+zGUn95jG8Ajjp6+9Jqeu26HzNPkUahctiOBVy8TZxzjg+mfSqmn2tpHrE82uO0rrb4V4nAdZnPB2jrjnipSWxw0o8y1jqnqbFjDEYrgSX0guRC0G3yuuT8pB9wenqK2r+2s7XwlGpnM95BIxZZmVnY4ICOV6Y4NctpBhg8SL9qg+33DKuFb92yqfvDJPp0x3rojaWNlqw077HctZiQyJPDEZC0bdGJHcHr9KDBUoTxEpt2URltpsl9o9zqstxGb+AHbayHDFAB84A5IHPFWBNPa6XFb3d6gee380vat8uWz0A+9xjikt5o0jll0tjc3G2VY7lE5XaMeWFbnHU/Wsi61iGOytZrTaPs7gOpwGTHXjrnNO1zWVGrjZP2crKL6jYbCdIDbzL9vaYZt0Xsx4+ZOoIOcYo0nTZItY/tCaztby2nAthK0rMLR0GChUD7xx1PSixvLh7u3uYbW5mg+0CKOY8oJTlgrEfMuSeD0qae11V9PfVLyzWS1N2ySC3lIkdyCD8vY8daL8zMa2JqymsPU+9FX7XEbqb7ZbpAzzrsW1UghcH7xON/bgU5pFlujcWwWGXbtV1UnzHPBVh0+hqiuoWjWca3t59lJcFbS6iLMqK2Pv8En6V00mkaZp8S3cd1NHcXQDPOhEqIoPIG046Y4x1q1JR0OqOLpYODjDWxz1tcP5gs70SwXi58hgoUt6gHp/+ut6JZtL0+1hOn2d6kimAGR/mDk5Mu7oVGRx14rn721Wcx293ZJc4jMiywSlJSM8kqx5+nFUotabSrAW1veMArF4orq2bKE9doHB/Sieup1Yn99CNbmst7HSF3fzVuCIpItywhONz5xvLdl759KWwu7u1u4r2a6zgbXjjkyHGfmLN2DA8e1c9o2veak22PDzSZWNmOVyMMOe3cCtVL+02brrS7m4EiGJo7cFQygfKc+x5qHLqeTOrias2n8L6mre6uYo57a1s0jSaJVdWl4xn5d3fA6gd6vLH/aUim2khgMVnK8rgHbuBGMD1IB+lcHJe2jhn+yzxwk/MpZmJYDGdx/lUui+I20+DBY+VJG6MM8jDZX+VTLbQ6q+Cpxjzw1Zc1TwF4o1u6juPsBWGUeZhpFzk/3vStTRvg/fmWM6lPbQwj76xks7e2emK9dsbhbuwt7lDlZY1cH6irFc/MylorI5K2+HehQFTILm4C4KrJL8qkdwBitKDwjoFujJHpcBVhhg4LZ+uTW3RSuyVCK2RAtnbIcrbxA4xnYM4qYAAYAwPalopF2CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArgvG0R+2Fl5do0KKG2ksCcZx29a72vKPjDN9hazuUjk850MccokKiPnk478Gqg7O4nLlVzDvdWn0zUxNY3Ih1vGxIIYxIhVsdScgDg8dSfSqOqfaPEOpyT3F1Bp1y4x9mjTYX467hwSe/QVq6LA9poUYNvDHJ8kiuq7jMpPPXnOKkutLTVLee3RVDIyruVCMHr1NdkYKWrO7DKnKSlN+80c1p1pBoV1BfyI0txDKN7McIvPRn52k/lW+VWyN9dHP2W4zKCyKW4HAJ6VZg0e1SCSKAF9M8siVt4Ikk7BT6+tU9Ze6u9Ptkjs5BbPIEfopGOgI9KajbUUKK+sOSVkc9EZ/wC2BNHP9yLmQD+HgAgHvz0r0WDxZf6LpqwKkVwkMqwmM5RnGB8wIPA65H0rzHUZ1ttWhkVykZXy5SozgjvXdeFNatZr21GoCO4Hk+ROZQPmGQVbHqCOvoaztqzy61KXtm1qo7hc6y9zOwtbbyXAJZYhtO0HJz33DpisWQx65cfarNoDLGMP564EjE/dceh6Z7VqeIRqNtrc13FEnlK0nnTQ43BcjGPXcMY9KzdrXredbQSrdrlkit49zFfQ4+99a1VmrHr4WdKvh+aOi6mr9rurPUAv9oR29ptMMkTDbFsIztLY+YgjggZ9Ky5dYvRI1uqLcCToySP857HGOtSW1xcwrLNKCL1Ys+XKnKDdgfSrUus6rB4pivbDWbeOBYVE0MsYaPcDjBGO479qTXKtDz1hpYa87c99ilpV9JbQG5S0hvIL5WU/aIwzwt0dRuHBBHA7g+oq3JoWlXkC6paSNptwwIaG2zHlxjB2dAG5/EVtXt5A8lwFYRWsriVy0fR884xyPrVGe5tYGdIp2y7lk3jG4ntuHv3ohHmOLC4Sri60+Z6GLc2OrQRNcpqgmKlY447iLczbjn1yMdCe1bJW3htYrl4LJz5RtnuIxLGGfvgkncR/eHFULm5iuokgupVt7iQMdkMuyUEZyN3fPQ1c1C7EEVtLdabPakKipahwQMD5QOec9c0nGz1OuWHdKapTfulG60CXU4f7QFgBGkoieRnIUDHD5PUdj71Ui8PxW0Aa5k1FC0ZfZbyfcXk/L6g4rQ0TWbj7K+n6ckxM0zb7SaYcyMc8Z4HsBUOoXE97OtpeCS3bhX38Mh/usPYdKi1xUozlKUFpEptYTTI8v2qC7jGAkV1HsZQcYyVwR65qpqGiKtrF/o8okiYhEDZV+pOHxwPT1rS1m3imtzN5kst0yhUiCAqiqMA7h270kcl42nzSyQyvZ7fKlCSZ8njkhD6diKTWlxyfNCOtrHrXgmZ5/BekyOrKxgA2sORgkVv1Q0WO3h0OxjtG3W6wJ5bHuMdaviuUpbBRRRQMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArB8W+F7XxZor2Fwdkg+aGX+43+Fb1FAHlVloupx3Nnp93C0M1pGqF1mCrIEOcrnoCOMnpVbUE86NIftLSJJI4SS3YnyOcByeNwPQ4Fdn4wiS3e21OSEzJEjwsh+58+AC3t1/OuWt7GW7tG1CNz5dq5hRcqeG/iHoAMY9xXVTk7XMZVJUakattNjAvrOK2li0u3K+Y6Dayrsy4O4tjnceOnHFVtX1u7STao8uRQMlOjEdTtPSteVLVNVit0aQea7A3Ctg8qQMHtzzmsZobsafDdFoXjEYi2yfekIJB565PWtb6nrUK3vtW6XI/DfhtfFj3VkzyQyIhlhlZgf3nUBh3BFVNOt5bWO6gliK6jYno3YA4Ye9bvgfUpdO8UW1oLhVSV9roy4DdeB7itz4ieH5rbxBba3YyLEZ1McoK5BcDjP1HFYqXLPU5qdSHtpJrR6GDcOZ4Y97JKPs4ZWZcNs7rx3H60rwQW2oCCQmGGV1V7xQSEXGQzqOcfTFU7WS4v9JlElvIs/nlkkjjyIwfvf8AAe1arzu+m2G2BBZxABb2R95mUdUP95c44PTFbSavoZ5jKnhqfLF2j1RUs4La68vUL65Hlys6A2shIdUOA6g/Mxzjg4q1pWitrsBktrF44oJvmQ7cnHO5jnoSckfWrt3qsWsLDaaZZW9t9miAaO3iOJGb73yj7o75PWs2+N9o8es20FyLV7u1Kxg/LjBAwB2JGRS2VzPD1ubD81KW2yLQgey1k3KOgvoSu9JyHilOcFV7YIOR7CqviH7Vd3IYzKqXAYhUhCyGNeSwx/DwADxTNNhv7q0slu5ooXVBbxkHeWbbjeB7Dj27VWudQLavIi3ClUeOzYDBUrtwFPcdD7dKm5yQqNO8ZXkzU0q3Z7MQyQxXDNbKzbhukjB55P4jOKwvEGk6lb7kay89JFV4Mv8AvMD+LHXHUDPatSWxU3MbxmdEUgiSb5SpC8L1/SnS3WsahFHqS3pfUbSPmHYN0qE4PvwOlOWx6NSUpUozl8/UreFzDdyQxiKawiLh8yhX+bONw7ls9q2L43Gq2t1b2kyXM1kGa7EyjE0gOCQSOvGcdsVg65pl3JMzIBa3ATzoSmfn43LjsSRwe2am0DxbJfXEkhMUVwVCz27/ACjIGCyj3/iHalc4aEW6jtK9yFrPUbqwtpNTQWyTAm2uEbLnrlVUHGfY1qNaxreuYri0eJ4seUAVJ4A27SeORmq9wlnJojTC2aLazCNmG8IoOS0RPXtnHY1Np0tzqFiyi2gZd6wiERbWdsZDPnlVxzml6kThzv33Zrser+H5BJ4esGBBxCq8dOOP6Vp1wXgi4vba/l0wSBtOjyEVhna5+b5G7ocnrXe1ytWdjqTTWgUUUUigooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDF8VWH9paFLbFwgdlBYnGBnnmvOYIkC6n9id2gsZRatKRhpyq8AeuMkenevUdYihn0e8jnOImiYMfQV5+2raZFZXemvBEbV2VjKj7GDAj5jngA9PcYrWk7HLik5RUX8L3MprfbIrXTpH5bqhRhkAkZGT2/lWVcPo9vKDcNcQStuePy1LHPYeg9j3FdTpMWjJq+oTXE8SyyoGaJJy4ZSDtLAjaCOw61yVtpR1nUruyjlVotPjWZnJ+a5ccceh9vat3KxGDnOMnKbdrWQy003UrCW31GeDzbeIib7REd6qevJPI5wPxr2LxHpqeIfCskRGWaNZ48ddw54/DIrzFFnGhwreTpi6ikCtC2FIJ6keo44Nes+H23+H9Py2/ECqWI64GP6VhU6M1p1/ayfdHg8sstvcNeWdxcWU8LLEjZzgdyfX6VvWGmagvmQSWHnTxw+XG8j+UGj5Yvx0BJz07VN4u0n+xPE7IY/8AQrwboyo6nPIPuKq/Yr/ULxHg8vUZ4gXefcAVfONjYPJ29ulacytzNmuJpe1prqSpe3cM81pHMGOq4eb7LgyMqLhQJMDCnHXFQxKZUU3sggm85Y42KmTYCc59WHqTzXUaX4UZ1E9/J5N5KcztbdXGemewxjp0rorfTrSzKGK3TeowHYZbH1rnljYQWh0YZxp3XLbQ5JLSOxsbjUriCNrxGYwhkJMa7SMKM8ZPOe1cc9pFqGqWkDW7gTAiQv1V+qZx34PP0rufF7yu1zt2si2vmDBIYYIH07/pXN20Ui6eL5N0kz3CyhkBJIUhQeewxV+2coKXc4Y4VU7vzBNS0213PNbxzOA8IkuQZAucHIOOvHHFXmigtdP07WLWSRnjZcSYKNGWI4YfyzWQ8ltdyG4tzPFOzMo8xwY37EqKlP2vbJpV8S0dwq/NH907W3AMOxz0rqUW0b1svnUg6kZPXodFdSGGwlkummhUXD/NOp2sWYnoeg57YrjfEHhyVW/tGzYxzLiXsuT7fSu61e5k8TWsKtcSwvFiC4gWMbmY8qWJ9vTrWTrCLc6bbx6kGMMRcvPbSAklTgHj6cgik1oZYT2bn7PVMoaX4msLjTJbe8tzdXisD9nkXAyesgPYZ6gU/S4rkXUhEkghhUvPLGnm7Rjt3bI/LFY1xp72F7FqdmzMOoY9cH1rYW4Gnwww2JuYZ5BIFWT5jIpGThvTBOM1hTrKenU0xP7t7avqa/h7UWXVo7iHf8iqZPMbhwemB24r1ZWDKGU5BGQa8d8Nxj9788kh3fef6f06V6XoF551r9nc/PF0z3Fczqp1HE0UY8t4mxRRRViCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAK1+CdPuMDP7tuPwrzK70fT0t/tM8MMt60qmKDcMjjALHoAMj/APXXqciB42U8ggivMLbT4otRkeMyIY52LiMZMnP3ee5weK1pPdCmoypSTZD4hW6TUmgfSfKtbhIiZ0iJjRsDdyB65rN0u1gt71J7YLdSLI7280YDoPbBwck9e4rSOv6lJcX8kySNpMeFT7ShzCrcdB/D69arSXRS1mmtbFvLjO2WFB/GO6+uetdEVcUaNWtBQTSWlzLm1aE2BUHZciYNLG42tvzyQMV6z4PdpPCtgzMzEq3LHJPzGvK3uRqxh1TgPa/eScksVH3lb3PavT/BN2l94N02dFCBozlQc7TuPFY1uiNKseSaja2hP4m8PweJNGls5G8ubBMMw6xvjr9OxriPDmkan4Ythp+oWqx7W+W4iwUl/HqD9a9RqOeKOe3kilGUZSCDXLUhzx5RRlyu5gwMNgOc5pzE5rNtL+Hy9pYkqSpwCa0Yi8wHlwTPn0Q4ryuWTOiUoo53xHARLDchVPyNCQ2dvPc4+leeajdT2hjEM0qOSI/NVcAr3B56V7TPo01/btDLAVRhzvOMfSsS1+H1na3Ekzyia5MTKpl5wPQV6OHnKMLNGTq0ua8nc83srCG4jS2YBDE5jUoRz3yKnaDVY7xYDcmW2WTKqTuZgOxPUiugSwj09ILOK9juJI2Jz97e5J3BcjjHFZc2o3SQAfZoZ3DkRSh8ICDyG9DXsRldHZgsX7WEm9ovQ2dIjfWft9lYv9m3PG814cfuVQYOCeAcHinX+m6XJBILa+kvbbyGIkDmQyN0yTgbvSsDTL2DxBJdW8tkIUeaMpHc52ttBzuUYDAf0rVvki821vrdSllGuxbdRsQHBHmRgfyNZyd3dHmVuZ1/a0+ommWivpMC7DIm3A2rnPt9ajXw94iiuMWFqlxaH7kV70j+meldV4PvXks7qMKq+VclFIH3xgc47V1HzNjPNee6fLUbTIr4pvRo5PTPC9/bI5uXtUlZskRnIX2GK3rHTfsUyTmdmcdQowK0Y93lYYjKnGaQ9KSpRvfqc/t52sXAQQCOlLVe1c5ZG7HK/SrFaHZGSkroKKKKCgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvPNckisrySKzMnmfao5jngtKhzgfQZr0OvNvGdrbfaL43MyRFpI5FJOCQAfu+/P41pTV5DVBV3yMl13XI9ZsbWe3umiUI6uI8L+96AkHpx2NcXH9usZ2Q3Elwo++5XaW9WUfwg+ozWlqN1JbWlreWlt55NuRNGMZ2AYDEHgtzVMg3tlZOtxseOOFFWL5jLjncAeQOxFdWzCjQlhKjUHzSe/kNmdZ9Simlk8sz4QJC+S7gdTkY/xr0jwBqAv9HucRlFS5O3pyCAe3FcJJplhPcfaJLpIWlcyCKOM/fJ45z8o74HArr/h9YXujpcWV9NBI8w+0L5Q4xuK598jFY1tjFYpVZck/iR3FV72XybViMZPAzVis3VhkQZ+6Wwa5ZOyNHsWLKJIYQsexR1yoHNXRk/xn86qQCNFA2AYFWVYHpVJJI86bdx+PeoJSq3EZZeNjcjrUxDEdKqXW8bGHGNwz/wE1RKZ5LJcXt9DdXUUDTFYZZmYjIGDgA/h3FS2Nnbw2cMmrQFheWhdIbVPn3YCkt2zwT+VZ9za+VdmKwEsgWQuP9JKo6dSGHp2pbPxCLwpaSQxPDGjSuAdnlfNjaCOSMf/AF66bnRFeyvOCfLItPBp80MF7ZzMtrp0JaUyKd2Au3HHXJYZxVm8Eqta2+DZmMrJMrcADj5kXrt96ksbGCW2sBb2ryRKHRZBnOCxLE56kjFT6jLbQWS3F4jxzuRb+aFJZsthQB1zSWzsZyxLg+SGzNHwf9qifVWuJVaBrjbA4YMZAOpJ+prrRJ8vAzXH+H7i3g8T3ECbUkuI/MdSuGZgOT9eK7VF6E1jNahVhOLtPcYolKdgTShHxhj+lSuC2MNgd+Kcq88dKixkV9jRSBs5I/lV4EEAjoagnXK8dRRbPlCp6j+VLZnVh5/ZJ6KKKDrCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK4zxlo8Oo3MBkjDPt+UnsQe1dl3rnvGMKvpAkYMdjchDhiD1AParg7STNKM+SaZ5fruqG0ura10iFLu/EhjuLZfmG3GMH05Oc9qliu7b7WlzPPEr2MbRkRuHGG7A9yDxWvHpdvpUYubie2ElwqeSkzktt54cjoO/NZv9lXZ1DMsQZFL7VEKlZARwQR2zzXXzu5zSxnssRKpKN09CpPHPPaCdYylw8wELt8owem49h39uK67wRfXUniB7e9tGidYXEcgbcjAkMcHA4yOARXO3DRW4uPMkeRGVTBCo3MmT0VfUntXV+B4UhupDDA0SSqpZJZd7gqCM8kkZzyPpWVW9rmdaX76MrW5jvKr3BjVUaTGA3erFQXCCQKp6A7jXK9jabtFjlw4ys4x7VJGzKfvEioYUjzhIsepxirKrzVpHnMeSWHHSsfX9STStFurqQszAbI0Vc5Y8CtXlDgdDTZYYrhNs0YdQcgEZ5prR3HBpSTZ5DHb6hqsItrHSpZ0nOyZkxGEwcglj2+ldlpHgmG3WBtR+zyPDkpHBGEUZxwT1bpXVx28ca7UUKo7AYp+0AYHQVUptmlSq3K8NF2OY8VrFZw21/udRbKY40j4AJIOQB3GMfjWLLftqubjyoEaVUJV+qbHzn2PHX3rf8AF6BdHjuM/NDOje3XFcpFpEN3earLJrHlwBzdRxQoCDGOcZPOc1cH7oUlGUv3i06eol8Z4NVs9Uby/Ptrx5VcLs3RyE5U57DOAa9AR9yqynKMAVJ7ivJI0OqXSpAlzG+QJRO5kLg8nHOFx7V6lYRpb2UECJtWNAoGegqajRVWHLFXd2X1ANSAYFQq1SbqzOcCM1CB5U6nseDU2ajkGVPNDKhLlkmWKKZE2+NT370+pPTQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACGsbxVB5+gTLjIDIxGO24Z/TNbVZfiKJp/D97GpIYx8FTyPcUImSurHA3WlR3Njctpc9tLPJLHFApzxh+vqQB/KoNQWPR4ZLK31R7hbQt5lwXLHzTy/I4HPGO1SQ21uusWWmyag1vtWRhLIcM3HZgODk96pamsMVnGAq3U8Q8vnGDjoT6k9z3rsWjIpyUa0YTd9Clbav5UatOHMsz5WYjIZD0z/wDWrtPB9jdmPStSUQrbTxM0kan50faeG9R0NcKY/Pmj8poygIzAwy54G7B/hx2Ndv4Mv5RdQ6UzL/o7OzbejZQY/QVNS7ia4ulKU4TUdF1O+qtJJOGLRBf+BVYb7pqjIzMAgbIHeuTqc9d6WLkczEDdtz3x0qVXHrWeuV61KrmmmcbRc3CjcPWqu8+tG8+tO4i0XGKbuqDdShiaLjKGv7f7Cvi6bwsTNtxnkcjivOoobrUVWKNmt1WBf3tt0kLclCfTvXp08QmgkjYZVwQQe9UbXTI7aMAKAF4UDoBT5nayNY1XGNvMx/D+hQ6fFnZknPJOTnNdEPalVPyp4XmpXmRObm7sctSU0LTqpEBUbk1IelRtQwsLbN95fxFWKqRnbOvuMVbqT0KMrwQUUUUGoUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFU9Vz/AGTdbc58okY61cqrqRZdMuigBcRMVBGcnFAmeYvp9/DZX+r39sYbYSrFbQxgkkddx+pNURZtPeJYNbvcSyRlsshEW/PCgjocdOakE2s293GJJIrFXkWJ3llJEhY8YXjByetaAe+0TVr5XbT/ALTHGVkPzM0p6hs54yOwFdcW2jzXTlXn7i95dTDfUPs87SjT4XSYmJGLnep6cDvj3rofCAmfxgJipjTy2jdSPvkLw386xra1a01O+uLy3DPPEwVHOFiyuVfPbkcfWrHgCPWk8YC61S4tdt0hUwI5yGC5GB2460pP3Wj1JYiNOCpdXY9XuXwmwZ3N09qqraTN1OPerjFTIFPp1qZRgCuVK5wV5e8U1tXUYLZp/klat0hHFOyMblXYaNpqxgU0rSsIjC07GKdikNMYmM01xxSlsVEzcUCZICAtJuGagZy2AKkCEngUASBgelOoWICnEYpiGkVGakNRtQxkJba6n0INXe9UJBkH6VeQ7kU+oFT1OzDP3Wh1FFFB0hRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVBeyCKynkJwFQnPpU9V74sLC4KjJ8s4GM0AeXRyXd1fST3iPKzjZLN8pAUHhQOxPFad6/he41NY9VtpFvtgUTrISrLjHO3p6VFcXltLb6kkFssLiXNtJ0Y4ILBl6Feoq1rOn6Jb2MFzp9hvN4HhYNNlYlAyQPwPBrsSPO51Squc7xi9kYt9Ak000Ul7K6SLsiZfvKo+6p9cEVs6Hc3M2vWsl0vlzC4ZZ0UfLuMeQff/GuLjn0+9snguo7lTIw2mUFJAM8Aeg966PRTaWuoobeRpLiU7LklywCLwgHYHuSKmrFct0elVw0YxjOOtz0uJll+fPfirS81RsyrRDH1q8tcy2PLm7yY7aaaakptUIZTTmpDiozSAaTimE04mo2NACMaicnsM/0p7Gq7Pk4ABPYGpAtwQgYLkE+1WgAKqwxuAC2AfQVYFNCsONNPIp2aSmBGRUbVK3SonoYFdz1q3AcwJ9KqPVq3/1C1J1YbdktFFFB1hRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVDeFhZTlfveW2M+uKmprrujZfUEUAeWT6RHLNv89nuBESmDt2MTnp3qhNN9nsYXaTFmGxMeojfoSPY9CKuavYQ3tzNbzzFriJyMhSuzI4GRS2PhS9ksEt5JlihUBsSfMXPunT867HVhCN5M9GVOi6S9ok2jKjjtriF7lZBcSrN5BQkn5QPlIHcEenStvw4jTzwCVGimiSRZIgcoh3dvwpzeEYbRZXtZ5oWdt22NgqqfYY4pdC0qGwv5pY2l8+RPnMjltx9a5JYuElyo4JRk4Nyfoux3mnsBGFPUVqA1i6azZwxGa2RTR5Utx+aSig0xDSaYTTiajJpANY1EzU5mqB2pNgMkl2g5pLFlkfceSOPxqnds7BhEpdwpIUd8VL4bWZtHhnuoljuJcuyKc4z0H1qE7svltG5tA5NLTRxTq0MxaKSlzQMYxqFzUrVC5oYEDnmrVt/wAe6/j/ADqoxq5b/wDHun0qTpw27JaKKKDrCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA5XVdNhi1mW7AzJMqnn+HHpU0D/J0qzrODdRjvs/rVaHbtrhqv32dUdYIV13KawWk+z6ih7E81vNIoHBrCu4y9wrKMkkj6VnfUVtGmdLYN+8BraQ5ArnNMkLLGx6kDNdDGeBXpQd0eJNWkS5pCcCkpDVkjS1Rsac1RM1IQxjUEh4zUjGoJAXARerHAqZDiruxLp0O4yTsOpKr9KksAEtEX0yP1q3FGIkVF6KMVUgyMr2DH+dJKx1V1ywSLYNPFRrTxVHKOFIaKTNMQ1qgapmOahegZXfoavQcQR/7oqi/3TWhGMRIPYVJ04bqOooooOsKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDnvECTJdxTRDPyEVzEmqXEJOeAx6noK7vU0P2YSqu4xNux7d65KV7b7ZLb4RoJPmXHOQf8K4a8WpXOqjPSxSiv5mkC5PzDANNuCAId5GzzAZS3RU6k/pVO4kewuXhKE7PmRj/Evr/StCR1wkqdDhgfwrCLs9S6lnFo1tJuEJKqzN8xYbvQ8jb7V1EDhlFcPpE6xybri6DTSBQoc5f05xxmuytG+UV6FKSa0PErx5WXaaxxRuqN25rcwEY1CTSu3FRE1LYCOafZx75jIei8D61AzYB4rRgj8qBVPXqfrS3Z0YeN5XJe9VIxhm/wB41b71RDYkcf7RoNcR8KLANPU1CpqQdKaOSw+kJo7UhpiGk1E5qQ1E9K4iBxk49a0+hrOUbpkH+0K0B1NB2Yde62LRRRQdIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAAea5XU9Bj/tKEW5EEc7/MVHKnvtrqqqXaBp7UnGRJxx7VE4qS1GpNbGW3h20tWe63zTSGLyysxDKR/u4xXO32n3DnELiJcjgJnoe1d5ON0RBFVVs19KzlRTehlOu4SOMs9P33saMu1opCcAfdOfX+ldlbKV/Disc7ItX4z8j9N3r/ADrdVdpP1qaEeW6MMRK9mT5BqJ6eDUbmuk5SFjUbNxTmphPFIdh1vH5lwoP3V+Y1p1Wso9sRcjlzn8Ks0I76MeWIVQHM0n+8av1QORO/PVjTJr/CTJUgqNDUq00cYtNbpT6YxoER96jc1Iahc0hBB81wvtzV+qNmMzsfRau0HfQXuC0UUUGwUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABUEhzdwpxwC1T1Ao3XztkfKgHTpk5pMGSSfcpFHFEvQfWhTxTRw1375kXtqsTSzr1J3tkZ6VoA7gj/AN5QaS7UNbuPUVHaNutITz93HJz0rO1pEttx1LFMenUx+taGZC1MVfMkCD+I05qmso8s0npwKRpTjzSSLgAUADoKWiimegFU5B+9b61cqrJ/rT9aDCv8IJ1qZaiWpFoONjzTDS01qYhhqB6naojSESWY4c+vFWqgtx+6P1qeg9GmrQQUUUUGgUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABUMSnzZmORlsDnsBWbr3iTS/DdmbjUblYzj5Ixy7n0ArzDSvi7czeLw98iwaRN+78ocmLJ4cn+ftTsZyqRi7NnsM5xikQ5FQyzLJtZWBUgEEHgg96fu2qPU0jirO8m0LMA8TKe49M1R01v3DxkAFJCMAY/SrbNlD16VWs1Md7OjZG8K+Cc5Pc1Etwjsy3TGGakbApg+Y1ZmQSZUGr8SeXCq98c1V2iS5RPQ7jV2kdmHjpzC0UUUzpDvVaQfvW+tWe9VJD++I96RjX+EctSDio1p4po4mLQRxS0jHApkkZqJutPY1ExpDRbt/9SPqalPSooeIE+lS0HpRVkgooooKCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACig1zvi3xXB4XsFkMYmuZciKIttBx1JPYCgltJXZuXV1b2Vu9xdTJDCgyzu2AK8t8VfF6OIS2nh5A8ikqbqVflH+6O9cF4i8V6rr9yXu7glP4I0PyL9B/WuafBB44HH1rRQ7nJUxDekSa/wBTu9TunuLyd5pn5d3bJJ/p9BVReGxSd6Uc1RzXvuezfC3xWb+xOg30ubm2UvbOx5ZO6n3Hb2r0KO5EjYFfMFneT6dexXdqxSaJgymvoPw1q8Gu6ZBqEBwHGJE/uOPvLWckM6hAO/I9KqBQmrxtlcuhXheT+NXYiCoqhet5NzBKBnbKMgeh4rORcNy07ckVJEMLuqv95wfWrDnZAcDkjimn1Jt0C0Xc0kx/iOB9BVqo408uJU9BUlNHowjyxSCiiigsKqzD96T61aqvP98UmY1/gGoalXmoVqZaDhY7HFRtUh6VExpiIzULdKlY1G3SkxrcvxjEaj2FOpAMKB7UtM9NBRRRQMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooADXh/xamf8A4TGOJ93lfZU2Z6A5Ofzr3CuP+IPg9fFGjF7dQNStgWgb+96ofr/Oqi7MyrRco2R89yOcmqxbHX2zU06PE7pIpSRCVdSMEEe1VWOTWl7nmi56CnJUealjxmgLj9vHWuo8B+KT4d1fybhj/Z10Qk3+wez/ANPpWBDbmXgZLdMA45oubXEJ3Kd6nnPSm4iufTlnOCAAQQehHcVW1dwImJ7YP61wHwx8WC+tP7HvJP8ASbdcwMx5eMdvqK724U3Ct1xtPQ9a55rQ1g9TUtRuiVuuRmnH57iNOy5Y/hTLBw+nwtyPkHWlsj5k1xL/AA7gq/hQnojWnG9QuUUUUzuCiiigAqtcf6xfpVmoJ/vr9KTMq3wMjWpVPFRKeaeOlBwMeTUb0uajY0xDGPNRk5YD3FKxpsfMyD/aFJlwV5I1KKKKZ6QUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHkvxV8F7g3iGwjHH/H5Go6j+/8A4/nXkCWk80yxQxtK75CqoyScZr63dFkRkdQyMCGUjII9K8B8feFZ/CWrre2O8WE0nmQsv/LNhzsP9Parizjr0vtIzdA8H/aoL67vxEVtFJ+z+dy3HTjv7Dmq+r6Ja6ZqUsdtKJIhg+U5ORkZIBxyBV+XWtHs7aXUbIRteXL5+zOuQkmOp7bep9cmud/tq+uGlW5mysjZKhBhf93+7+HaiPNc55cti+IhCq3MPI6PGvp6mrV9YiS0+0WwGwLkg9XX1+oqtYSbHYQuFicYZCM1bgkZEa1ZgVXJRugIroMHuc7a3NxpWpw3ls5jljbfGf8AP5V7/oniSz1nw/DqNvhS3ySRHrG/dfp6V4Xf2+MgZ8s8q2OQat+D/EJ8O6wPO3NYynbOmc49GA9RWNSBpB66nvWm3DJprt0VMqo9zW1p0Zjso89T8xP1rm7N0upCsMge33CRSDw2RwRXWRrtRV9BXPA76K1bHUUUVZ0BRRRQAdqgn+8tT9qgn+8tJmdX4GRr1p/amryafg0zz5DTUTVKelRNQIiPWnQD9+n1ppPNPtubhR7E0ma0l7yNCiiimegFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVQ1nSLTXdKn0+9TdDMuPdT2I9xV+kzQJq58reJ/Dt54Z1qfT7pcqDmNwOJE7MKyxgnOMV9CfFHw6Nb8Mm5hiDXlmd6EDkp/EP6189EbTW0Hc82vDklYv20rJ0+bPUHvWtGy3cOCdqKeCeqmsO3fDDHNaUbGJlmO35T8+7uDWhztEszPNiORdrYzkHh/wDCsxLG4vb9LezhaW4Y4VV6fiew962bS3ufENz9h0+I7UbMlw4+WMe5/pXf6JoFto0Qit8u7cyzMPmc/wBB7VjWrRjob0qTlq9ja8CaHe6NZw2l5dJNjkBBwn+yD3Ar0CsDQ4T524/wrW/WEHdXPQpxsgoooqzQKKKKACoLjqtT1BcdBQzOr8DIkY5FWO1VE61YB4pHnsRqhansc1G1AIiapLPm5PstRtU1iP3rn2FI2o/Ei9RRRVHcFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAVryYRRjIzntXz14/8MHSNY+2W0WyxvHLLxxG/df8K+hZ4vMbkZFZ97pNpf2z215bxzwvjcki5BxQm07nDVkps+Wlbb14B7k4xXT6J4WvtZ8uW5ElvZHpkYeUe3oPc16j/wAIF4Y067+1Q6YplByvmSM6qfZTx+dXBBvct1qalZ7IVKknqyhpmlwaZZrbWsSxxgfdHc+/rWtbWYHJHNTw2mQCRV4RbQABzWCi3qzWdT7KNDS4fLty3dj+lXqZEgjiVB2GKfXQlZWOiKsgoooplBRRRQAVXueq/SrFVrnqPpSZnV+BkKcGpM8VAp5qXtQcLAmmE0GmMcCgQ1jVqx6OfcCqR5q9YD90x/2qXU3oL3i1RRRVHYFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUU0nAoIm7RbFyKhm+7mng8VHOf3eB1oPOMW8Te/FLbWnfFWhCWkyelWooworPl1uaczSsQrEFHFEce+5Qds5qy4AFNtFzK7egxVWHTV5ouUUUVR3hRRRQAUUUUAFVbo/OP92rVVbj/AFg+lJmdX4SqOtTjpUBGGqcdKVziYw1G1SNUbHNMRGa0LL/j3H1NZ7VpWgxbJSW50UFqyaiiiqOoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBKa+SwFPFMHXNIwxErRsGMCq0zc4qdziqrDc1BxoIwSfarGMCmxrgU89KaEROeDUlquIc/3jmoZPT1q2i7UC+gpdTpw6u7jqKKKZ1hRRRQAUUUUAFVLjmb8Kt1Smb98wpMxrfCRMOc1KDxUZ5NOXpSOMRqiNStUZFMCJq1LcYt4x/sisyTgVqxjEaj2FJbnVQ6j6KKKo6AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAEY4U0wHinP0AqMnAoOTEPWwyRqiXlqcxyaeinrSscyHrwKRjSmonJwT3p3C4i/PKo96uVUthmYnsBVoUHbh1aFxaKKKDcKKKKACiiigBO9UX+aRj71fPSs4kbs0mc9d6JDW4JqRTxTXGRmlTpUnKDVGakY1ETTERyHpWwBjFZBGXX6itjvTR14fZhRRRTOgKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBrc/hUbdKdkgmkbFCOCo7ybIQuTUgBFKFGetKcAdaZkMY8VC7cGpiM1DIoyfpSAmtVxGW9TVio4RthUe1SUHowVopBRRRQWFFFFABRRRQAjfdP0qqYxjgZqxLny2x6VRBdcjdSZzV+g5hhdpBpq8in7srzzTcKOhI/WlY5hjcUwmpSoOfmz+FRyYUcZoAdGuXX6itOsmBma6jXIAzkgVrU0ddBe6FFFFM3CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooqOd/Lgkf0UmgBudyhgcg85HNNwSawbe4nt0/dOVX+6eR+VPbXJ4OZLZZV/2H2t+R4rCNeLWpzzws76G6AQKQ5rDTxho+Qt1JcWTf9N4jj8xkVtxlbiJZoZFeNwGVl6EVspqWxzOlNdBN2DmoSwYn1JxUzRt6VGsD+avGFByaYRpyb2LoGBiiiig9EKKKKACiiigAooooAKrywE8p+VWKKCZRUlZlBlKrg96YVzXPeJbzU7DXkexuSsbxKWicAo3UVXj8VX0a/v9H8wettN/RqwdaKlysxeEna8djqduBUMg9655/GkarzomoZ93QCtTw9qZ17z3aze3jiIGGfcWJ+lUpxk7Iz+r1N2jTsIWabzCMKv6mtHNCqFUADAHalxWqOqEVFWCiiigoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACqWqvssHx1bC1drK1xv3ESf3mz+VRVdoNjjujI3ALwe1UZ35NWGPyms66kxxmvKk2diRHBaHU76K0xkO43f7vevRURY41RFCqoAAHYCuY8IWZ2z3sg5J8uMn9TXU16GFhywu+pzVpXlbsFFFFdBmFFFFABRRRQAUUUUAFFFFABRRRQByPixf8AiY2rY6xkfkazEGVzWz4sUfabI+zD+VYy8CvMxH8RnbS+BFe8H7o11fhK28jRFkI5mcv/AEH8q5K8J2Ee1egabD9n0y2hxjbEoP1xWuEV5NkV37qRboooruOUKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArD1twbiOP+6uT+Nbdc5ev517K3UZwPwrnxMrQsXTXvGfM21DWRMHnnWKMEu5CqB3Nal5yNo61JoFqJNZjZhkRKZPx6D+defGPPNROpytFs6uytVsrKK3TpGoGfU9zViiivYSscQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBy/io5urRe4Rj+orIHC1qa83m6m3QiNQo/nWU5wK8uu71GdtLSKKsg8y6gjH8Uij9a9KxgYFeaRHGsWOennKT+del104T4WY190FFFFdZgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBHO/lwO/opNc2w7963NRfbAFA++2PwrBuLy0gLCW5t0I7NKo/rXJiLt2Lg0tyjdH5wK0PDZzqM//XIY/Oufu7iKWUtFNHIvqjg/ypmnazJpus2gRk2zTLFKrHkoeOPfOK5qKtVRvNr2Z6XRRRXqHKFFFFABRRRQAUUUUAFFFFABRRRQAVV1G+i0zTp72fPlwpuIHU+1WjXCfFfUbrT/AApD9lXe813EhXuwznH4kCgUnZXBpzczTSuRlmJ4qJ4ye/FcXb+IvFzxF7bwupjz1Ykf1qc+PLy0H/E38N3tqo6yRAso/MV57w822zZYiKOohtpJtas4kGTvDfQA5Nei1wPgbXtL17UppLC4DskPKOMMMn0/wrvq6cPTcI6k1JqbugooorcgKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACmySJFG0kjBUUZYnoBTqRlDKVYAgjBB70AeXa7HeePdXK2mpzWuhWxMYaA4adx945/ujpWZJ8K9Ajj3M97I/dnlHP6V3BsbTTLqS1soxFbhi3lr0BPJ/U0y8bEJ9cVx1K0+ZpOxUKMXrI86uPhtp8e37Df3ltIenzZH9Kh0PwzdaX8RtHjvrxrtSDJE7A4LL2+uK7vzSU9xXOwa1DffEnw7YW0iyNBJI0pXoMr0/SihUnKVnqKpThHVHsVFFFdggooooAKKKKACiiigAooooAKKKKACuE+ID/8AE78LRSMBA11I7A92VPl/Wu7ryv41PLFZ+H5oGKyrfHYw6g4FFr6Ezdlc3gQVYY79DSyMDGVZQykcg8g1EwK8d+M/lUc0hC9eK83VHZZNI5bUbJdF1W31/SIkt7u2kHmqgws0bHDAj8a9jt5TNbxysjRl1DFG6rntXC6NBFdaxCk6q8eSdrDIPGR+orvq7KEnKGpzzgoy0CiiitiQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAxP+Ez8Lf9DLo/8A4HRf/FUf8Jn4W/6GXR//AAOi/wDiq+P6K05Di+tPsfYH/CZ+Fv8AoZdH/wDA6L/4qj/hM/C3/Qy6P/4HRf8AxVfH9FHIH1p9j7A/4TPwt/0Muj/+B0X/AMVR/wAJn4W/6GXR/wDwOi/+Kr4/oo5A+tPsfYH/AAmfhb/oZdH/APA6L/4qj/hM/C3/AEMuj/8AgdF/8VXx/RRyB9afY+wP+Ez8Lf8AQy6P/wCB0X/xVH/CZ+Fv+hl0f/wOi/8Aiq+P6KOQPrT7H2B/wmfhb/oZdH/8Dov/AIqj/hM/C3/Qy6P/AOB0X/xVfH9FHIH1p9j7A/4TPwt/0Muj/wDgdF/8VR/wmfhb/oZdH/8AA6L/AOKr4/oo5A+tPsfYH/CZ+Fv+hl0f/wADov8A4qj/AITPwt/0Muj/APgdF/8AFV8f0UcgfWn2PsD/AITPwt/0Muj/APgdF/8AFUf8Jn4W/wChl0f/AMDov/iq+P6KOQPrT7H2B/wmfhb/AKGXR/8AwOi/+KrU+2W5sheJMklsyCRJUYMrqRkEEdQR3r4rr6k0idpfCHhLTI+s+nwSy+0aRKf1YgVFRcqubUazqOzRbkkM1y8uPvHNRXS5iPvU5XLk+vNNmH7s15L1dz0EYly3lQSsegRv5V5b8J8z/Eywbsolb/x016xeQF7d1HdSPzFeafBq1ZviKzY4hglJ9ucV3YT4WcmK+OJ9GUUUVuUFFFFABRRRQAUUUUAFFFFABRRRQAVwHxKsDqV74Yte328yN/uquTXf1ga5bpLqtlO3WCOTb9WwP5CplLlVxOPNoZUgBlYjPPOaqzABDV2RQCe1UZzghAeSa85s64szZbqWyiluojh4F80enynP8gfzr0yCVZ4I5k+5IgdfoRmvPI4FmiZZACrxtkeozg12fhuTzPD9mM5McflH/gPy/wBK6sM9GjGq/eNWiiiukzCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD4koooroPICiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK988N+K7Ky02zkksdVupY9NtbYG2tiyIixqTz3yx7eleB19N+Frlh4V0SMFjt0+BiRwB+7XiufESSirnVhYuTaRQk+IWj53vp2sRJ0+azb+dLbePvC12PLGqJHITgLNGyfqeK6K81FreyLyMRk/KuepPQD3rLXRdLvrcDUNJtBNICdskQBxXFem3sd/LVXUnuGQ24lV1aJhkOpyCPqKq/DTwXN4ffUNWvlC3N658qMc7ItxIz7nrXIXqDwRqkaWssjaLesY2gZt3kP2Kk9q9g8Pzvc6BZSyfeMeODnoSK3ox5b22ZEvea5t0aVFFFbDCiiigAooooAKKKKACiiigAooooAK5HxXrFpo5e8vXYRR4REQZaRz0VR611wrybxPb3Vp8V7CW9/e6dcBpLTefkjm24P48ZFTKKktROTjsUr7UPHN/+9tNPtdNgPKidg8uO27/APVUB0Px1KN9x4jgikzwFQfzArvTF5y/O2zjkkHJrNmvY4tSt7F33/aEZojjB+XtXN7Tokaex/mZzVtpHjm1V3/tuycRghVlh3bs/hxXdeBp9SXT5rbV1t0ujK0qfZ2yjKcZx7gjke9VAsskTkgiWLnOeo96l0JXm11HjkHlqpZ4wc7D0waunUd7WB0VHW52dFFFdBAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfElFFFdB5AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXuGkeL5fDGl6HY69p6LYz2UMkF/CCfkMakBh3I714fXu3jL/kkfhT/r0t//AEStZVYqS1OnDtptoh1P4jaGuu6ebd2uLRGZppVUgKSMDAPXFbVx4/8ADzWwdtTjYgcfKSa8Ml7U0VzOjF2OpYqZ6bJBd/E3Urex0yGSLToWLXF7ImAR6D3r3GytIrCxgs4F2wwRrGg9gMCuZ+Gv/Ij2P0rrRWySSshx973nuxaKKKCwooooAKKKKACiiigAooooAKKKKACs/V9Hsdd097HUIBLC3PoVPYqex960KKAPLbzwD4xsXK6J4pEtt0VLtfnUemcHNZUXw28cS6tBqM+u2a3EH3HOTgdxgCvZO9LVcqJcH3OIh8F69czpNqPid4tucpp8AjDZ65LZzXU6To1jolqYLKLaGO53Y7nkbuWPc1oUUuVDSCiiikMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP//Z", "path": "029898.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029899
Women Tops & Tunics
{ "bytes": "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", "path": "029899.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029900
Women Tops & Tunics
{ "bytes": "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", "path": "029900.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029901
Women Tops & Tunics
{ "bytes": "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", "path": "029901.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029902
Women Tops & Tunics
{ "bytes": "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", "path": "029902.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029903
Women Tops & Tunics
{ "bytes": "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", "path": "029903.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029904
Women Tops & Tunics
{ "bytes": "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", "path": "029904.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029905
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAMAAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoorI1rxBpXh+2+0apfxWyH7oc8n6AcmgDXorx6++N0DTFNLsVZA2N9wx5H0XpWRd/FvxDdOVtXsLfjoqFj9csf0pXK5We8VTn1Oxtf9fdwR/70gFeBS/ELxRdJsuNRXaR1jVV/lXLarJ9um82a7kaUc5dt34e3bii4cp9QQ65pNydsGp2cjf3VnUn8s1eVldQykEHuDkV8fCB2BEcodjySDj9auaf4j1rQZRJY6lcwlf4Uk3L+Kng/iKLhyo+uaSvEfDfxtuFKxa9bLNGf+XiBNrD3K5wfwxXrWka7puv2gudMu454+4U/Mp9COoouJpo1aKKKYgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKjZlRSzMAoGSScACnEgAknAHevD/iH49m1u4l0TRGY2EbbbidTgTH+7n+7n8/pSbGlc2/GfxZjsXew8OGO4uAdr3bDdHGfRR/Effp9a8iuBe6zdtdalcz3MzEsZHO449MngD2AqeCy8nazYO05B4A/CnvIkZBYMWPQA8D8KRRT+xIzKgJHocc4/Dk03+ybZm3M8u71DYqyZ3B/dRqPcnrTHaZhgBAOuCaLhYzLiCG3PEh9Pv81WbLxsVctjna3XFaE6BlIk2rx/EMj6f5NUJbRkBePGOvyngf1pDBImTYzBtrHPHRj9a0bhk8kPlgR1ZeT+NMkkZVt4iAoVRkHp9aS9kRVUJJhsYznI/LvTAzXbaWJYNz1HBP1FaWheINQ0LUEvtPuHgnU4JB+Vh6MOhHsayZTuYkdQOcfzqEMynjII6YPFID6k8EfECz8YWnlPtt9SQfvIM8MP7yZ5I9R1H6129fG+lapNp1/Dd207QXETBkcdiK+nPBPi638X6Ks3yx30OFuIR/CexHsf8AEU0+hMl1R1tFFFUSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUVn6pqMOlafcX1wwEUKlj7+gHuTxQBw3xX8VSaZpiaLYP/pt6CJCOqRd/wA+lePW9ulnFnIZu5PYmrWtaxNqWpXOq3L7p7hiygjIVegAHpjgetVEyId8p+bqqnkD/E1JolZEk0hRVxhWYBeOePb0qmF3ZJctjr/n/GonneR2w3B4b1+g/qaV5BFCPMQBF77sKP8AE0ASSyoo5mVR69eaqyXhIPluhZfX7p9s9R+NZ11qMTnbG6nHJwvH6mqLTP5mRgdsgYoEbz3kbwklGVv4lPJX8O4qqJl+Z4/lC9R1/wAis8SOcAjaezDt/wDWqZXZWLBQM4VgOh4oGaU0qvNHLkqQAGH9Kq6gwBJCsUPOM9KZK+whm5yMDB6cVBO6FVxksRnJagCH5SQQGyOhPUfWkI7kYI6/406NjtYjBB9eoNIH3E560ANLAHlRk/rXWeB/Fc3hvXre7BZogdk0a8b4z1H1HUe4Fcq+RnjIpyjGGHX1oBH2da3UN7aRXVvIskMyh0cdCpGQas15F8F/Fgu7KXQLl/3sWZLfceq/xKPoefxPpXr1NO5DVmFFFFMQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJ2rxz4o+IvtuoDR7eTNvb/NMFPDyY6H2A/rXpniHVk0XQ7m9P3lUhAO7HgfrXzfq1229pC5aWRizMT95s5JPsKlsuK6kGCbnzJSrFfur2Hb86r31wyr5ZOPUd/x/pUofyUCAFnIyxPJye35VmTMpVppATGoJIPVj/hngUDHLIlvD9omO1W+6v8AE1UJ5ZrxWlKFYx93I4UewpsZS9ujLcMW2gcYyq/7PvU1wGmYGBQqD+FTjFAjKWFmY5bK56jpW1p2ktcA4ywGN2B0Bqaw0ppmBKMSf9nrXovhzw67jayFVIwT/jUSlYuMGzhJtEdXwDwoUexJFLBpTIGwpKMAenP0r1aTw1xvYBgerY/zzVWfw1FJEVGRxkEGsvamyonmU1kmA8mMjoPes27gWNMgnbyFFd3feHZow3zEhT0IyRXN6hprohc5OeOea0U0yHTaOSVyrMCMCnF8sCfzFS7CuoKSMcnIPTA6j8qe+nsWJhbKHkK3UVoZCK4Yfh6UDKHcoyvp2NNS3dW4Ygjtn+tWEYrkMhz6/wCNAF/RNVuNB1m11O2YhoXDAdM+qn6jNfWOlalb6vpltf2sgeGeMOrD3/kfavkMlGUgD5T97nP417J8D/EzBrrw3cyAhczW2ev+0P6/nQgktD2qiiiqMwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoori/H3ihPDujtFCwN9cgrGAfug8Fj/If/AFqAOL+JXixbrUBp9q2+C3JDbT99+/4D19q8wGbq/JmKgKCzgdgO30qG6vXkuSmd0rcux7fSpoEWG1L4+eRwuSe1QaLsE7nYUJAeVs5HUD/P9KoaquywAB2jGRn+6OBVpzumLHnAA/P/ACKra2S9tsUcqm3HsCKYxvh3SZtWmWGJWWPHOecj1x0FetaN8NrQWivcHJYAjFc78LrHzBvCgA43MRXtcSqqBQBgDArBybdjZRSiczYeC9Ns23hNzDoSc4reSzSI5jUDjtVraM84pScCkMoywDBHY9qqPbqOdvNaTkE+9QSL1qGjSLMG+sdzM20cjqBXK6jocksMoVBlfmwPrzXfOmRiqk1sjtnaQfaknYrc8M1PQriC6ZzC6AMQGZTgenNZe1o1YSRkkHoDxmvdb3TY5oyrKCrDBHrXnniXw0sUbXFuWDLyRjJHuK2jU6MxnS6o4gu6tgKq5685I/CmvIM5OMjrjIqCdGEjbnbd1yTUfnsuVJyR0Oef1rUwLK3CJMMttB9O/wCFbOjapNo2s2Wq2kuHtnD4HG9P4gfwzXMyOs0YKkBv4fqO3tU1jdEHYeR6HtQB9maZqEGradBe27ho5kDjBzjI6VerxX4L+JZDcy+H7mXcnll7fcefl7D/AICf/Ha9rqkzNqzCiiimIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDP1TUINL024v7pwkECGRz7Dt9T0r5i1zxPP4i1W81S453MRFHk8L2H0AxXqPx41x7Lw7Z6VE2GvZSzgd1XGB+LEflXgltHNcbII2JeRuSvYDk5PYZ/lSZS2L9lumlZBzI2WZuw5/z+VaYYeay5+WNMDPcmorazTT4OCC7r8zHstMHyb0GecFh7nt+VIoYXVFVycAtk556VVvW+aNcg7gN35c1LcYeaGMHngn3FU70/wClIM84LH2yf8BQCPTPhVcD95CTytewxk4FeKfC6Nxeu3Y17XEuFFc32mdb+FEhphyafxScCmSRFN1MdOuKmLgd6pz3aJnJAxSdhpMY6gcmq7ck9MVj6r4os9PB8yUFuygjNcnd+Opp3ZLSJiT90LSUGynJI7udRsOMVz+oIsoKkZB4rmRqviWZSwiZQexFaFhqVxcL5d9EY5h37NQ4NDjNM4nxD4ZnWV5YIi0fXII4rkLi2dWKbsOP4SOte33MQZDkA1574o0xEVpFQA9QRxitIVNbMyqU7K6OHBMbEEEgjkUhYrIHByponcs5Jb5m5GT0PpUcTO+5CuQDnAHQ1sc513hTWJdN1uxvYifNhlDL754I/WvrXT7uPUNPgu4jlJkDj8RXxVZSmORWU8gg4r6l+F2tf2z4PjLybpraRo24AwDyOnbn9KS3CS0O7oooqzMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiikJwMmgD5++PCvceKbFCSI0s/lHqxY/wD1q81sJEtlEcaguxwSM/5Nei/GGSW91ODUtki2+0xJnjG3nP1Oc+31rzi0R5mBH7uPPUDLMfb1rPqarY1DIzfORllP4D6n1qHmMMe5PfvTyBuVAjEDtn9TUM8gJCnoq727j2H+famIhRxLfM2RhVA+g5qhdTKL12fjBxz/AJ9KmtH3R3DgckBc/Ss+VVknYFsBj2oGj1n4b39pEATKgc9ia9ai1CKQACRSfQGvnfw9osjKHtr9FJ/hbg/nXZxWfiG3IdHWUZ6h92KwcVfRnTGT6o9eEobHNIXxXI6Hq15tEd9GVk+7kdK6MuxXIrO5fKUtY1VLC3Lnk46CvN7/AMV6nqMpitEIU9Soya7PXbf7RGyyA7SOSKxbaC1sbVrjyhtXhVUZLHsB6mnGQOLtoYWneELi8m+06nNtRjuZc8mugibQ9IGyEwK44JGM1n3fibTNNbfqUb3lwWCGAHbBAT93c3Rj3P48Vys/jO81KZYrXTbYQxztEWgK7XJBwAcZxznP0rTlnIhShFndyajbOC0bqabA6XLcKD+FcDYarLd3a2wtpBKW2kDO0H69MV6foukPBahpjlyM4FRKNjVTUiCaLERBrkfEltvs3IAyAa7y+h2R5ArldXj3wOOKhOzKteLPHp7J3Jwh61pC3SzsIlCKZD8zMeST6fQVvtZ29vCLiSPeob7oPviotUsoprXzrdmYYzg9q3lO+hzRp21OTkxDcllC7WAIGOOe1eufBHXvs+tzabJxHdLx6Bh0/PJFeSSqWjjcjCnK5+n/AOur+g6jPpWrW93C7LJC4dWU9cHP5cVotjKW7Ps+isrRNWg1zRbXUrfGyZAxH909CD9DmtWtDAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAErK8Rakmj+Hr6+kYKI4jg+54H6mtavJ/jfrf2LRLLTE5kupS7LjOVUccfU/pSY1qzi/HPig61o9taAwQQYVxABul3DIy5AwpznCjscnmuDhuUjUAcHpwMk+1TR6fqEtrLdyybBICSSCWxxkHHTtVNLVIwWZj16D0+tT1NC00+1clPmbohOd3pnH8qp3TlIyd26VyWc/ToPzxTprgJg8A4645I9BSx25lKs/Cj5iOvTtTEQwL5MToTn5M/yrMuSVmGO4/rWrMN7ykchU5/Hp+gH51n3MLTTRheN3FA+mhp6NrL6TE1wLGK6AG3970yfSuwsfGctzqDRQ2duwQKvn2LGMMWxjCsOcHIPH+NUPDXhozWkkUjK0TjlSOfwOeDXf6J4L0+0lS4jsy0q/xyuSB7hR3rKUoGsIz3JPD+sNqt0baRCsy5JBUruA6+2foa9AtLcNGFPUCq9jplvBEGjgiTHQqoX8a0rYbXrJRVzZy0MXVLQPlcVi3PhyS+jjjjumtkUszsiBmPpj0+tdTeqCxz1zTLc4I9qLajv7pyVz4UsP7JbTZIvMhbneVAYNnO7Pr71hW/grTLOXfBa4bOSWYt+XpXqhtkm5IxTU02FWyVz9elU+ZkLlWtjjdN8MwJzHbqi+vf/wCv+dbwtRboFHQVsuixrgDFULgZBqGrFJ3MLUWzERXKXY3My+tdTqOAprlpxmYioZ0LRGReWUaaSijksG6+lYNgWbdGeVUHP0ro7qyubq9iUMFtEjAI3Y3E8msic2tu1xDaowPPmSH7qL3/ABrS9zK1jgLqYtOtuOFjXp/tE5pbeUpKFxkZ71TeUz3s0qjAZywHtnitO2t2faxXJNdKVkcLd2e5/BzxGViOjXBIWUGSBu24dR9SB0/2fevZK+SfDOpS2OqwrGSs8cyywY4+YEcD2IHT6elfUmi6pDrOj2t/CRtmQMQDna3Rh+ByKa7ESXU06KKKokKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+fvjdJP8A8JZZDBwkKmInpncc4/GvoGvL/jRoS6h4Xj1FAPPtJVGScZQnke/OKT2KjueNXE8z6fH9onZi7CRVwR8pyCOPQ9uP0rGurtUIjjZmYD7xHA+g9at3bSruTeoiUkoFHdgCwH45qpb2pkug0hzxlQR14/QVJbZHBauymaQFmYgLu7n196vF1iX5+g4wT971H+NSTSLEgUOWkz06AGq0CmaZpHPC/d9Mdjj86BDkgb7PI8nLNmRzjgZ6D8qrWUJnnjHfdWhdzBLYhsEsM4H6Uvh+DfexDHA5P4mpm7I0pxuz1LwppTiJGGBwOorv7ayKqCzZ9sYrD8OIscCg8cV0xuERRWCs9TpldaIkICrgcUkRxJVYXAkcDtU8TorgkjFO92Q00R3qcljVFJCrcjirl/dxLklsCsGfWLRJfJM8ayEcKWGfypSZcE2joYLhGAwenarPnqBwa4/TNS+0XdxHG25VIww5Ge4FaYvtrbWOD70KY3S1NaWUE1SuJVCk1We9XHWs66vCwIBqXIqNMqajOGzg1gOpLF/Y1oTsztVW5URWcjnjahP6VF7s1asjIjnluSvl/dPB+lYPjWAaRoJ8vIkun8s564PJP6frWfpnjy3s0KzW0rSoSAEI2tz79K57xN4luvEN0ryqscSArHGDkKD1JPcmt4QlzanNVqQ5fdZk2yjeT3IwK2bSX5SpxgHGaxEYoyOOxNbVnGCwcAhc4bH866GcfQaWeGcOMhlbOQenPWve/hV4gErG0basN8pnhUZwsyjEqj643Y7CvCr5QLgMvRhjpXd/C2+mguVjRsrFeRzlSfugja2PqOPwo2DdH0pRRRVGYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV578VtbttO8LNYybWnvHCopOAADksfYcfjXb3t5Bp9lPd3LhIYULux7ADJr5e8T+I5/FfiWfUbtisAbbDFn7iDoB79yfek2VFdTLYRu2xPMYH7zH5c+v0HTjrTHuAr+SgAJ+XCn7o/qajnuiAUhG1R/EOv4elRWkJ87Dfe6kentUlErxghioyWYKvvVsKsChMhWzknr2/z+dNjIZi45CnanoT3NQXMnlqRnLetA7FW6fzZ0hUgl3C+55/z+Vb2gFP7Sk2n5QQq/hXORZWVrg/w8L7mpfD9+U1JwTwzEjPrUTV0a03aSPftHuFEC89qvz36qMbq43Rr15I1UZzWqkcst6okOI15Pua5DusnqdTaL5sO7cVJGQRWFKfEVrfylhBPbZymCVbFb9rwoAbjFST3FrFxNOin0zk/lVJXM1e+iOSv9UlaJg6SRyY6EdPxrGisHvWBk4BOcAYz9a7SebSJVYtKTjn7p5+lY8uuWVoxFvbKQO7NyfypqMjZU5y2Rc0ywW1jwibavTWqTr+8bAHp1Fc8fFNzI6pBaqWb7oAPNcxeeKvEOr6r/AGXpUcasCVlmK7gnOMY6Zp8jYpU2nqdwto5uNkNwZU7hhyv4025tShIJyRV3QbF9NsVjmlaaYL88rAZZu5pl62+U4rO1iVJ3MoQ5JJ6Vj+JZxa6DdvnB8sgfjxXQPhFNcV43uCdJeIHg8mqitRTfus8dC/MffJqOY5YAdKkB/fcdAKhc4bPpXcjzWWYQRsbGcNWzbXCQu0ZAAb5kPUfSsuEqYF9c0pfew5ww4H0NIC3d3Bd8gY5zx0ro/BV4Y9dt0CndcMsRIOMEsp/pXICQhsPyPXvVpJQgRkO4A53L1/8ArUho+0bW4S4to5kztdQwyMHn1HarBrzr4P8AiOfXvCskdyzPNZy+X5jcllIyM+/WvRTVoze4tFFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKY7KilmIAHUmgDx743+Kza2dvoFtIVaf95PtI5UHhT+PP4V4lbmQnexCoegJ61ueNtVl8QeNr2cKG3TGKMMflVQdoz+Wa52UNFKFmf5lO3bn5i30HQVG+prsrF7eFBVACfU9AaliRsLHGcyN95sdB3NVokIVXcADqFzyx9TWnbJhCgI8yTl26BR1x9O9AgO1Y8B1UL3Hp7f561nzhGYFiFUchfQepq5dXENvhQwkK56HIz65/oKyDM08pZycZzigoS5fbCzk7QBxjtVe2tLiBbe62FQ5LREn7wH+ODVlIE1DUrazmnWFJW+d2OAoHOPqeg98V6r4z0O0uL6zs7WNkjt7RY4NvO6IKSrYxywAGaOgm9St4YulmgikRsqQDXeIgmgJH3sV474c1NtJ1k2F1lVlO5CeBnPI+hPSvXNNnV1Ug8GuOpHlZ3U580TH1fSfEKxtJpmsSZIO2F0Xb9Mjn86zPCkd/rTPBqUslnewybJonjKlgc7SpPUHHvXo6RJJCVI/CqM1s6MMAOAeAeoq4tWsbwlfRSsxsXg+MwuJr+VnywBXAHtxUzeHtKt7EpJGrOU+ZidzEgdvxpqXsMCsJFlVj975uCajOpQopS1h+Y8biKvQTp1X8UtCpqaLO8DW22FYwcsU+YqR0Hpzjn2o0bSLbToSYIVjDEtnqzE9WJ7k1PFC0jeZMcnPA6AVdjBduB8oqHJbIcuWEeWP3kpO1ABWbOQrEmrk77FOetZF1cZYgGs2ZxRWuZwqlicAVxniVfPsZyeTtJroLy43NsHIH61jakm+0lU8llP8qE9RzV0ePkfvWqvJw3NW5F2XTKexqpMMOR6V3I8xlmFjsIHXHFOwWG8dqigPGP1q1CMH2zgigRHuLD1x0qRVckPEMnOGX1/CpzZEp5kZGOpz2p0CFWBHJ6+4NBR9KfBrTYrDwOkqKQ91K0r5/AKPyr0avOPg9exXPglYlkzLFMyuv8Ad6Y/A16PTWxnLcKKKKYgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK5rxlqh07Q5vLYieVTHEB1Lt8q/qc/hXS1594lZNV8VW9sXzb2h3SIr8swBOT6AcD6n2pMqO54L4p0l/D/ii4tt7Mu1AWxjd8ozj8ec1Qu1hkl+1qgJ2qrKo6tjG489TjnHGa9M+KOkGSWK/CKhCrGqk/M3ylix9Af8K80ijW3VzK5ZW+8rHgn/AOtUljcFUWV8F25VRQ87wKd7ZZuSPT61BdzkjcCQx+72wKp+YXBQdP8APP1oHsPeR5W4JJY8npxSxHGSBhQeB6+lAQIGzhm+6AOnv+HSkkby7Zmznjj37D/GgSLFlod7q6z3VnG0qwn5gqkkAAnP6Gux8Jarc3V/b2eoSSSSQqqwljzsXJ259MHitD4PIv2mItyrs689AcY5Hf7wrV+IPhQaR9n8Q6RH5ah90yAcI2eGHop6Eev1oYk9bGR4+8OpLC1/bE/I+/ONoXIB2+zAjp9e9VvBHjQPKmn377bgHajscCT2/wB7+delQ6WviHwlb6npaKsl1ApaLcdhKgBl2nowKnB5r5/8R6RNpurzwSRGJ1ZvlPGCD2qZxUlYuE3F3R9K2N2ksakHmtAxCVcjrXgHhD4jy6e0dlq7s0a/Klz1Kj0Ydx79fWvcNI1a3vbdJIpFdGAKspBBHqDXO4uOjOpSUleJbFgXPKr9cUHSVHOcH2FXRMOoIppuecUaBeRS/s1VPLk1K8aQxECnyXCjkmsy9v1KlFNJ2RSUpGdf3GC2K569vhH8gOXbsKZq2sKsrQwkNJ3PZfr/AIVkIx3FnJZzySepqDZKxaVicueSaZcLuib1xSocgZ6n9KkZcoc0gZ5Drlv9l1KTAwN5z9DyKzLhcsrjowxXbeKdJactNGp3Y5wOtcWBuRkP3l6fh1rtpy5onm1Y8shYMYA7mrIOxgSDtbg1WT5SPTNaYj8yHA++uAR68VoZixTNHkZyP881BvKy5HGT24p21tuRzgZBz27j61ESpOSW47CpGepfCjxcmg+Ixa3Em20vtsbljhVf+Fv6fjX0jXxKkjeWjDjHGR0/Gvq34ea6fEPgnT7uRszophlOcncvGT9Rg/jTQpdzraKKKogKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAKWp3f2HTp7nuiEqPU9q82gvY9FjN5dvm6uCZEUZ81yTkYBztXpyRkgV1PjK4na1ttNtSgnu32qzDIXkckd+Cfxrhb+507wpb3GoXIN5qDOwiadtxYhV+Yg9eQallxOK+IPiGe+1IJJNyudylNu3oBkc44HqT9K4yJPPcMWLE9ARjn/ZFGoXtzqWoS3M7GSSZ2ZsnuTnoOlaljZrb26z3JkQN9zK7d30z/OkV5GLexsrDGCScAenFNtIQJlzwC+0H2AyT/Krd6Fnuoo0ACjAOO571Ki7GZiq7Y0ZsehP+RQBm/eUtjAJwo9vWoL44jRP7w3f0FWYEZ0BPQn/61U7tg103cL8v5UdQ6HrnwWZHmW2IB2+ZLhumMAE/p0r1HxLBHceHZYJ0zbrBM0pBxlQhb+eK8b+CjsfFrq7YjSBi3J4DYX8skE123xV8SjTtAuLGB2NzfqtvGoOGEZwzH8RtX3yaBW1N74PRGX4caa7Aq4aYZP8AEN5wTWH8YPCMF1YnV7ddk8eGkIGAyg4Yn35B/A133gjSW0TwbpVg/EkdupkHfc3zN+px+FL41sRqHhTUYcZPkOcHuAMn+VVbQlPU+ONQtzb3LJzjqM11fw/1q90+5uYYZm2BVcRscr1weO3UdKw/EClZozgqrJ8gIxxnPb6mneEZxD4igQnAmVoj9SMj9RUSV4s0g7SR7xYeMEdAs4aJu4PI/OtE+ILVlyLiPH++K4yO0DKDjrQ+ngAnbXC5HoxR0d34otEB/elz/dQZ/wDrVzGo+JLi6BSEGGNuCc5Y/j2qncQNGpwtZT7hJzyf0FC1G3bY0IWGOD+JqyjgcDJPrWfEWOOK0LZCSOKAL0KcAmrOzIxjNNijJFXoocgcVDZVjJn08TggrkGuE8R+Ebm2Ju7SMsPvOijn8K9itrLewyOKty6UjoVKA/hVU6ji7ozq04zVmfMboSNwB9CPQ1YS42XGTyjZVh/s+teueI/h5Des9xaYguSOSB8rf7w/rXl2r6Fe6VMUuYWiYHg4yre4au6FSM9jgnScNxSjRtuDZGRn0PvTLm3ZWDEYBH+Qam06f7QqxuD5gB2/7XqtXrtVezWVSGQcHrx7e341bIRkQsfLKdcHI9q9w+A2ssyalozyZCgXEanqOdrY/wDHa8RXarE8j3B7etdN4L1xvDXii11Py98asVfBxuVuGx747UDt0Praiq9vcRXNvFcQuHilUOjDoQRkH8qsVRkFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHC+N7r7NexyBeYokdW67T5o5x+BH414X4r1Y3dk7zMHlll3ZOQVJyW/DPGOny5r174pm4g1DSnRwsNyr2zsTwDkMP5V4drkQlkXP7tNzMVZuMZ456nqahvU1ivdF064ttNs0utiTXkm5kQrnapXgsTwo6n1OKgmv5Jw087BpG4XGcL7KD2qusKxgg4G316Ci0jE8YduABkH0NAbE1kA+oqrEnAyWY5J5pbudttwqkDzWVQR/dxj+lN/49y0owCy/jVV3ZpEXg4AP+fxoAtiJYVBOSqpz+RJrCX5nZj1OTW7fS7bFyDlmyM/UgfyBrDQYUnjpQDPRfhIka6jqkjsqlYFAYnBX5skj6AH8q1NNgHxJ+LqzBC2l2eGyy9YkOFz7s3P4+1Uvgm8E/iXUdMnHF9YNGCPvKcjJH4f0rrW+EHiLSXnHh/xEtvHMPnI3RswH3QSM+p70WFdHtQ6CqGrgtpF4oG4mB8Ag4PynjivFJPhv8SYGE0evvI6jK+XfuG/XANaui+OPEfhq4i0vxnbzfZJCI1v5VwyZ4BYjhlzwW6j3p3fUmy6M8F1ssdQdCu0qWBAGAPmOcDtVG0uDaX8FwpwYpFcEexrr/ijocui+NbpTGBFcYuIWU7lZW5JB785rkLW0kvLuO2iGXkbaPb1NA/Q+g7KFZYgw6EZH0qy9t8vSmaDEy2MKE7tqKuT3wAK2jBkdPyry5bnqxehzN3YhlOFrIbSiGJ2ZrtpbcHjbURsdwPy0lJodrnGrYlSPlxV+2smwPlwK6FdNG77vNW4tOCjp+lVdhdGRDZNwMcVpW1ng4IrTjswAOKyofE2jNqP2WCUzhWAkkjxtX2Ddz9OKfK2EW5S5Y6s2ra2CDOKbdajp9n8s1wm/+6vzN+Qro/tOl2Wnm7eaCK2Vdxmdhtx7muE1bxhY+IInstB0K51SbO1ZvIYRqexyMcfUrXSsM7aM56dePtLVE7fJHS2SabdIJJpCVIzwQFA9SatJJ4clBjjjtLhRwdsQlAP1wR+tcJqFpb+HdNjt/Ed+pLr5qQQIP3z8ZBXgBVyAMtgnJOa6X7Tbabo0EV7qUdtdXSgW5BV2XI4CDaFIA77QOtbQjy9LCrQpyd4ttM5nXfhr4V1i8L6W0+lXrktmGJmhJ68r0X14I+lcJ4j8C6/oN0xhtnvoWXe09rExX33L1U/pXqWgeG7/AEhrh59ZadZm3s0cflM5JyCzA5OM8AYFVpPG1x/aEthotu2pzRA7p3ZURWHbdgFsdOK0TvuYzoqOsXp5nz4VVpihQqepC+vt6fSuq8KaImqTBJpWW0hQs8ioSS+PlUcdf/r16m8aatvl8Q+DNPmmY8y28qiTHuTgn/vquNvbi78KXd8uj2N1a2NwCix3iK6tkEfK6k7TzxuJBx17VN09mSoO2p6D8O9TmsNNsNHv2/dToXs5MlsDvGx7dePy9q9Mrw2w8Z6XcNo2m+VcWN5ZbopFmAKsQhXaCD/ESB9cGvabYyNaxGUYkKKXB7Njn9acTGasyzRRRVEhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHDfFCxe88MRvEMyQTrIOM4ABJ/QV8939v5t3LOzttZyy554OD+nSvq7VLUXmm3MB/5aRsoPoSMV8va6Fh1MwBQrIQWXPAPP8AX+dQ9Hc1hrGxjakMExKfmIyR+NVoGCwBACxPT061O8El1dPLuZgwGCRjjNSPGIHOB+87sTwo9hQOxWuJGfCuenLe3tVVHLzq7cZOT+HapZ2ABQHk/eJ/z+dRwpyCOmcUAP1ScCKOIEcgMcVn52x5NJdyGWdjnIHyj8K7TwB4DuPGt8yCQw2kJUTTBQSM84A9cZoQm+p0nwI0S6l8TXWrtE4tobcx7iMZZyOn0AJ/Kvo4cisXQdC03w3pcenadHsjDEsWOWdj1LHuf/1Vt1Zm3cSsbxFoVp4l0S50y8RSsqEKxHKNjhh9DW1XEfEDxVe+GNKEmnxxtKysWeQE7BwAQO5ye/pQwSbeh5otlY+MPhrJpusX9vba1oE8lrBNM6rvC5wuTyRgY+qiuO8KeHWs2+03Kf6RIMIv9xf8T/Km6Y02r6lJqV8xdmYuAw+8xOSx/HtXc6PZtPJ5hUkZ61zzqaHTCnqdTolt+4HsBWwbcjpTNLg8uLGMVoOoC81x2vqdTdtDNMHPPNSCAY5FPZgGOOtVbvUYrML58ioW6A9T74qTWMJTdoq7LSxKDyKlMMogeaO3klC87UHJrP0nUJ1vhLfW0QsZp/It5c4KvjgsD1DHgV19rdQ/vYy6BxIwIyK6YUlpzOxhVlKD2uYnhO6mvorqa6sjA0Uu1CwPIxyBnqQe/vWDp/w1tE1+61Fmkis5nLJaHqueSM9hnOB2FeiB1fowb6UyOeKVC8bqyqSCQeBiupKKXIzl9tJSc4Kz/Ix9RtdDsNHaPUIbVbBCGZZwCpYdDg9TVMSrrdktjYO+nQOA27AilKdQY0ByM+rDGOxrgfiB41066uhb6THFdXEZAa7YFlQg5AQHjOe+Pp61zGj6F4t1e7N5Y2128pbe1zM2wE+u5iMn6V0Rp/zOyMpTW61l3PQvEPwtGpLai01WQGLIma7BlaUk5zu7ccYxium8P6dCsUV5eWcI1GAyW5uCAWIBwSG7AgDgdMYHFc9aX+u6fLbaPc3wu9UmjLSTO2UhYj5UUdyBklj1NbFxrMVitvao4lZn8sPIcGU5wzj1+Y8np2GcVhKUU9Oh0xo1XFKX2tfkjUubgKzFUzk/LnoT/hWRDYQ2wcwRJHvYs21QNzHvWl5bSNvbr0APYelK64GMVx1JOXobppaIzXjxyKqSxZDKRkHgg9D/AI1qulVJUGDWDTRonfc868Q+BbecPcaQEtbgsGMX3Y2Pqv8AdP04PoOteo+BNYutW0DytSVk1Oyb7Pcq3UkAFW44IYEHI61hTpkVFpd1LpuvQXULthysNxHn5ZIycA4/vKTkH0yO9dNGs9pHNXoK14nqFFFFdhwhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFJTGYIpZiABySTgCuH8UfEnS9CgdLZxc3XQbfuA/73Q/hSbsNJvY6XX9Yt9D0ia9uPmCj5Yx1duwH4180XMbXGqXF/eOqtK7Oy54JyTge3NP8AEvjW/wBdujLc3Dv1CRo2FUelc8tw8rgyMSf4V/8ArVF7mqjyo2nkgVW8vgdScZY1hXdyCxUHkdB2HufU10UXhu6ksnub6QWNvsLI0mFZzj/aIx+p9BXMx2ck7FtuFHJJ6D60D3IjEx2sCrbgG+X+XtS3MgtoggOZGHbt71ZeSK0iYAhmHc9jWSQ8zmRyc9yae4bFcDOB71qaZq+o6RMbixlkTb94ozL19SpB/WqBXDD0q5bo8kKiWRltVO7YDgE+p/xNBJ1tn8XvE9lhY53cKAFV5WbuP7xOf/r19FP4t0Wz0y3utS1G1tHkiSRonlBZSwBxgc+3SvlrS72C31GW+h3W8UMBjTyxhnJ6nJ7n1pUL6g5nkkYMzZCj+I+mf6072LVLmtbc9+vvitZSHbpFtJNk4E0w2KfovU/pWO8F94y0y4ae5jaSZGjQMPlXkjGB0A9u9cBZW0sVmEhTLD/WNnhR3/AD8ya9B8DeeZDHGoWBQWII6Z6Y9z3qU7vU6J0FGneO6MTS/BEuiTR22oPFLKQSqwkspA7njP4Gu3tLBIo1wBj0FdZaIkS42AHu3UmmalbobKWSNF8xVJBCnOfoOtZzoX1TM4V1dRSMmLEa8Dp1rNv9d060DeffQR4YKRvBIJ6DA71wsuh+L/FHiAWl297BpzPhpdhWONcc/KMBj29yau2nwgu57yVZJzb2AlJQTMDIyjjJC9yPcU4YVNXkwnXUJuNr2Lmr63qUpltNMQWzjjznXc/1A6L9Tmk0bwZq1xDuuZmcPmRppW3HJ7Z//XXpMeiWCyrI1ukjIAFLDOMd8dz7mtMAAegFJ4fSzZ1PMYQadGFpW3bv9xwGptcaR4YuHswks9unmIZyMBhwW57gZwOM0vh671K9s0v9RsYrSVlIWPnO31IPQn0NbV7JC07sVVYweh7kd8Uf8sVlZSqOMjPpXxtbF14uXVxfxa7badCleT5n1MafxrYabqK2M2oI8krmMqoyY27BiOmc4FU9d1mOzsGsJNQWyF4zKWP3tnO4j+6D0z+AqjcafpGgS3+vSR5d3LgsASGOcKg7ZP8A+vAriYNC1rxIW1OQszTXAjZ5MgBSM7h/srwMCvVwnPUlGq5tRStd2u2+iRnUlyacqbfT/M9a8IaD4XWxguNMtoLgpyLh13ncOCQT059q3fEVvdXWkSw2bbZW43FsbV/i57cVX8JeH4vDmhR2iEs7EvIzDBLH27VtyBmQqGKk8bh1H096+gpKThabucHPy1OZdDxpprjSryeKyt5bm8RjDGqqyliepPccZ6/pXTeCYLrWNZu9YvkxFbxrbQp2LFfmP0AwB/vGuiudGtbG2vZreMJLcKI8nJ68HHpnJzV7TUitJp7OCOOOGPayhRjnGGGPwHPvWL5acoqXV2+erO7E4p1o80eyX3b/AJkRjMbOh5KnH4dj+VNfpzVu+j2SCUdDhW/of6fjVKR+KKkeV2MKcuZFeTqaqSkbeKsOfeq0nPSueR0RKE44NZUrFZARkEHgitef7prInzuNSjXdHpmlXQvtLt7jOS6Dd/vDg/qKv1yfgq78y1mtSeY2Dr9G6/qP1rra9KEuaKZ5NSPLJoKKKKsgKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKjZlRSzEAAZJPQCn1yPxHu5LLwNqUkUhjZlVC4OCAzAHH4UMFqea/EL4p3N/dS6VoEmy0TIknHWQj0PZf515JNcXN0x3O0rdNxOasavPC9wz28WyE8KuOuO/t64rNE8rcDKjPas9zdaKxdhsHkIDyqpJxycn8q2bSLTNM+dpHkuP7ykcVhhESPeXkx3LcD/69V3vPm2RkAeo4paj0Ohv9XmvX8yVmfPRpST/AD/pWJcaiW+QSFgvp0qjPcM7bS7M316UxFAAOQAO9NKwnLsTgPLl3O1R6/0pSNyjA2oOnvUYYOwHJHb3qZk+UF8gelUSViQzdPlHApC4VSoHB6jPWrFvAby4EKFVY569Kjn066hnKOgwP4gfl/OgfLK1yxFBPPaxhE2qzYJz2rstI0QR+UZBhVXJP91f8TXM6QJ5r2C3tpdqJ8zMQD06kZ/SvRELSYgjBMjj/vkeppO7NYSUfhLug24e4VFXKty2ecKD0PuTXo+gabHZ+Yy5LSOWYkfpXG6GbDTrpbeW7i+0TfciDZZgPavSLCPaqnBHHeritNSK027pbF+JMDJqcCowcDFKGqjnJfqaSmhqUcCkA7oKaTvOB0pCSxwOlO4UcUARPawO29o1Lf3sc1SlspLq4bzCEjHCheSRWgSWOB0pjzRW7IjsFZuFBPWuSvg6VZKMtt7d/U1p1Jp+7uUbvw9pF9BFb3ljDOsbblWQZwfWrUNna2vzRwIuB1x0/PpVC5W7a480Bhn+6Mj8Ku3dsdS0uSB5JIPMXBYcMK0hSpxVoxWmxpKLVm5aPcy7rxRaW175LOhQ4AcNnJ75HYe9XJ9YhFujxMpaQZRXOD9cdfpXk+r6bJZXUiNdhHtpgcR/ebBJBORgDgZHuK6hd51m6EpLFSkhdxgk7QCMenXBqY1ZN2Z6s8tpKzjta9++3+Zq2lzPqmqWyuzPGXLuCMABeQAB05A+vNdYERZS4UbyME1znhso99dSJyiqBntkk5ro0Bclj0rVRUkmzzcY0qnJHRJDpVEkTIRkMMEe1YEqvEzRyHLL3/vDsa6D7v0qlf2/2mASRAGRclcfxDuP896VWHNHzMKU+V+RiN9agc8cjmpiQVyKgkNcD0O9FK4GRxWZOvXmtOc5zis6XrnvUmiL3he6+y61EpOFlBjP49P1Ar0evI4pGguEdCQVYEH3Br1OzuVu7SK4jPyyKCPb1rtw8vdscOKjqpFuiiiug5QooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBK8c+JerPrEsthbK0tlZjMrKfl3njk9yOw/wAa9fkJEbMOoBI/KvJNHvrCaG40rUolhuoC8zqw2+cWbAIzzkZB/AVMi4b3PFrlEa3RZImYx5VBu29+/HJqpAdxkWONVKqGbGTtGcZya6bxFYW9vruqwh18tGZkZfuknGAP1FU/B+y28RwRXSRtBc7raZZDhQrjGSfY4I9wKhGrOZ1JXjaLMgZXXcCD7kc/l2qoHCxkjIyce/ua6zxz4et9G8T3VhbStJBDtaPc24hWG7Gfxrl/s5L4JwoyWJ6KKpEMZGhb5ug9anEWWUuNqZHHekztYYXAHIHf8aY84YkRoxPdiaYG5LpsNtH5okViF3MuchfTnvWI8zTFiTgHjFXraeRoDDGpd5BsZTz1OBj+VZ0sMkLspzlThgeMGkhya6Fiwiaa5Kh9m0EBvU+matT2Dxr80owzYC7utVolkSFQRtzyB3NDrtw0jnPb1NMDqdFt4rJTyMgDfx830/nxXQyarHp2m3FyqlpGGA3q2MBR9K5DQHF0WeQlUQ7S397Pb3r0nRNKTUpo4VtFlU4yJVyAvrjoBU3sztpUFKDl/wAMZXwx8KXusa2uv36N9kiZmVm6yv0G32Gev4CveraFYlVVUKAOAKr2VqltBHGoACqFAAxgCrynFbs81t7XHHrxS4pACe1ByO3NIQoOBSFixwOlOETtyTgVIIgBQBGOBzxQFZ+gIHrUwRRyefrSl1GQBkikAiptFcv4s0975Yynmq8YJQoCdx9AB3rqSW55GKiwzyhtxCrz9amUeZWZtQqulNTjujnfDp1mKIpfwhY9uU3uAwx6gc1p2Vxc3EsgmCjYwXaucAEZzk9TUcs8s+qC2ijYRxZaR+gxj7o+prTgRFX5VwNxNKKtoXWqc7c2km+3Q838faOkV3ZGHcZL64Mchx1yynH5EitjxDoE9zqKXVq+1xtjI7bRVjx5I1tpkN/GQJLRmlQ4z8wRivHfkCuO+HnjfUtSuNRsdUnNxJDCZ4XdQGGD8ykjqOc/hS9mnds7I42qoU1HVpP8X/kj0jTbWK3s0W3YFOQxB+8c4P8AI1ppwoFY/h8Y8PWjddyb8+u4ls/rWvGcrVrY86rfnld31FY81XUCJ3A+4efoamc4GagADq6nvQ0TF2M3UbIwhrpAxDNmRRztz/EP61kSc544rp4CwDRSDJXof7wNYWo2Jsm3JkwMflz/AAn+6fb0rjrU7rmR2Up2fKzKlFUZRxV+XvVGccEVzHUikfvVu+BNcY67qXh+cgbY0vLbJ5Ktw4/BgD/wKsNs8mqfmLpfiXSNd2n/AEdjFOw/55NkNn6bs/hW9CVpGVWDnGyPa6KQEEZByKWu48wKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooqtdXMdnaS3ErBY4lLMT0AAoAsVw3iLQ2hdrr7Gl6GAUhm2sADnhhyvpxUeneMrC8MhutZFuzsdquAFX6cfd98/WtDVvGGh2ulzPJqlrLJ5TALA+5iSMcAZ/WockzRRkmeHXejNe+KVhS4Zo5y0yqCXZUBYjJYfMePesO7t/smoW8UJLSu6txw2T0B46j/CumPinTLCG4uTEst3KCkYCDKKoCqPyzyccseD0qv4Y0O91bWl1a53LOSJFiVc7QMbVx74HGRtUc8kCpRqzO+I8jv4likkIDtZxrIFXABX5cDk88c1yQRHUg9cAonZjnv7d8Vv8Ai++/tHX5HVzIF/dp8wbODjj1z6+9UodNeNS8ylmYYEa9fxP1qkQ0YcwL5AYBQeWx1PsKEXygNqBiefm71oTwOmfMVVPZVHT2qrKqKFOdwPUdxQJohe4nil38Iw5BXOV+lE9xKyqZcM7HduP3vx9aQsJFClQdpAB9u4rVtBbfaopbuyS5iUbVid2UN6Z28/hVJNhfuyKxgub90SCBpp5DtRVXJPbAFei6J8Er6+iW41i+a3ZhkxRoGYD0JPApk+oppNtbto9lZ292UVmaJAuwEdSf4R9Tk10XgvxD411Gcxw3UF5bhssJkDLED3LD5gPQUk0tzoqYaStyyv37L5m1pXwi0fTtuHuZQvO1nGP0FdrYaJDp6bLaFIx3Kjk/U0xdVuoUlurzyYbOIHLfNucjqQM4A+ua0NOu5rqwS5uIFh80b1QMSVU/d3e+ME+matd7GEpVI+42SLbuB2qVIeeabLdKqgAHc3QDrk9KwPE3iGy8NaLd3tzJ5ksaNsTdyzEcL7D+gNFzNRbJ7/xdotgyxG6E07TCBIYAZGaTOCoA4JHfnjvXL678VLTSNYk0yGweWSIgSTPIAiseduFySQOvp05ryPR/FOp2zRXhMLXaKwidlyUVieADwBz2FWJ7fUtfN1qr77oxIHuZioVYwOAO3HPSnyu+ps40+Vcmr63PRp/i0huDFp9u1wxgOHdRGiyDkkdyoUE8+g966/wXr974h0JL67sWtyy5jZmz5o55xgY/lzXkMPh7RtX1bTdK0Y3aS3W5rz7S4DwxYGNqjs3JyecYHevd7S3tdF0iOBW8u1tIcbmOdqqOST9BSe+gppRjZrUnuX2QpGWw0jBSR+tOf5UYjgDmuW0fxVYeKZv9DlybeUZUqVOGBx169K6O7u44yYCT5jLkccUbbmfJK9i4RuUVHM4iiLHsKkjO6JT6qP5VRv2+QrSJSu7ENkw2uQOXbLH1rRRdqAHrVDT1worRY0xyepznjOxfUNGWKNC5WaNtoOCRkgj8jXnWnmTQtRlu308xmRDAgZSoJY4/H/69exXH+pYnovzflzXHeJbVbmVZUIZY9rfLyBgg1lOPVHoYGrG3JNaHVQxrb2EcQAAjRVwOnAxU9ucxk+9VzIBaK56EZqe0ObZWP8XNaHny3ux0h4NQxHlqkk6GoouDTJJHQNtPQr0NNeJJo2jkUMjDBB7ipGBxxURJHqKB3Zyep2T2E+xjujbJRu5HofesqY/nXc31rHf27QynBAyjY+63YiuP1GwuLCTZMuQfuSKPlb/A+1cNajyu62O+hWUlZ7mU/U1WvVd7EiMEsGA464PB/nVpwT1qWz4mHAJ5xkZ5xxWVP4kdKlytPsekaTObnTLSY9XiUn645/Wr/QVzvgyK5h8PRx3RBZZHC49M/wCOa6LqK9FbHk1YpVJJbXHUUUUyAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKoarp0eraVc2EzMsc6FGZTgjPcVfooA8cuPg/fq7MutPLEuNqsCSQPb1/GuU1vwpc6crCS7khU/dWVfLLD1X/9dfRtUb/TbPVLR7a9t454WGCrrn8vQ+4qHDsaRqNbnzHf2el+GL5ob5Zrq9iw3lJtKqSM/MxLfkBn6VEfHmqvbPbLb2sVu33YVUhV55zyNxI4+bPHpV74heGF8OeJJ7S2MptWRZYy/OFbPG72IIrloi6zFI7ZUPB+6WwP5mp2NNyrczBb7zgoWZjuyMcH8OlWra9eS4Rd7JGq5Zt3P+eaoXq7r12D7gc89KikZmClSAQMcn9aaEaGoXMbtthiZhn5nZv1rOeGSRgQpwRx15q1augdPORnRWB2qMbz6fStrTEiuNXhkuxttvMUzgAYVM8joQPyJqkm9gWr1KcWhCLRluZWcXcsoSCBU3Fxjk+o7Y9agkU2rFZkYSLwVYYKn39K6yTVZtL1OSbw+1xBA7N9nkZAzbemVJHB68jnmprextm8NXt1r0V+HubxZIrmGBWLMAcqzMcdecetXH3VqaVIRlJ8q0SIPCVnod5EbvWtVETI7E2jK26Y4G3aR0GTg/SvatDSDwx4duLl7Exxli+2JMy3THhQqAZGeAoPOOTjmue+HPw4t7IRa5qccjSn57a3mUDyx2Zhz83cDt169PT2hR3WRlBZc7Se2epHvTaV7mTrSceR7HLvpV/4p0+Nddtxp9mZFl+xRSbpXA5CyMOFHTKrn61t6heiGBiuCx4VR61W1/UDbWkkcEgW4Zflxzt/+vWJY3rWWlm4vE850GIgeS7envWcqn2TejhpSj7V99F3Hpd3MMmHHzqpChuxPVj7+noM+tcpr0VjrbvZ3NuLk4KgmQqEJ6kY7+5rY1vWYdF0i6vNQ5vJIw0CA/fZs4577cc15zpseoXGmXLLIBdXRyrSsFAU9SSeBxnrWTvZa2PUoKm5SXJfS77E+oeFnnsJY9FsosWyeawGDNMudu4DOSAc8dMVWbR9d0bw/FbOCiaw6MIN2GKoc/MO3zMK52C4uUllMcj+ZMpiZlJ3MpIyvHUHA4r0HUpLywmtr7Xp1a6iVbaK3DhnQAcEj/aIJJ9RW8v3a1Z50Eq9R8sbF34beGD4cvNS1/V7hRjMav1ULnn3J4rsPEuoReIvC99ZaLdpJPMoVuq/LnLDkdwMZ96841nUtVbVdPuNNmnUqFCxK2Y1I746EnJznrXrNtottDZrJFapBcTorTInAzjJAHYAk8Ckp3tKJNShGEuWqmn+B4h4R1Gfw54uawvUEYkYBg/QMB8pz+PUV7Gl1NI0bs+fNJ3HqCMH/wCtVLVfAGn6pKt1c26yzDjKsVYD0yOtaC23kRrGUC+UAFAH3cDGKUmnr1NYOCi4pppbdzp7Y5tYz/sD+VUb0/MauWnNnF/uCs+/crMAKtHnLSRNYH5elXWqjYZIq81AnuMcblKnoeDmvCD45k1vxZHYSf6PaRy+RFCuSXfdty2PYH6V7rMjPHtBwD1PtXzZf6emnfGS6heRYoob5p1J7g/Mqj3O4Ci19zWlNw1jufQN3vaxghhUs8jKox27k/kDWoiCOJUHRRiqWmv5sKODkBB+tXiaDJ9hj9DUKHDdDU7dKr5w9AiyDxSEA0DkUuKAIJgqpntXJ694u8OafdHTNTvUFwxUGIox255BJAwPz4rqbzJhIFct4g8K6V4ltib2HFwqgJOnDL/iPrRp1GrrYrT6K75ezkWZSThc/MP6Gs+FHinCspVlbBDDBFWNI0/X9E1CK0maK50xk2pMvDRkDgtnnnAHOevWukeCO5XFzEknGASOQPr1rndBXutDr9s1o9UX/DlylxpuE6I5A9x6/wA63K423s7jTtQhuLS4kNsFKSWe0HzM/dKt2YH17Z6da7Ktzlla+gUUUUEhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHnHxZ8LnWfD/9oW6E3Nly4Xq8eckfgefzrC+E+oaXLp8mjTaVbf2hExYSFR+/TPDDdzkdx6c+tewMqupVgCpGCCMgiuB1r4eW243uj3DaddQsZIZkIBhbHOM9VPcE1DWt0aRaa5WZnxL8FWF/oh1Bza2D2i7RtUDzATwvAHOegA5zXz9LZSQtuCnIOOORXrmt+J9S8R2EFlqmkmdIztW4iLLFKw48wcZBP6A1L4d+HFvqNkL3UmMdsWOFB5KjqSfTt71Lld6HXTw/u3m7W/qxm+AtB0/+zpb/AFi1juZrggxrKSqrEp5PHUsePoPetbULLQJL97hoJPllxJFHAvlrGMABccDjjnPc1Df6hBHeQW8YEaNiKKNeiqOlbvh6AXJmgdUMZ5YuOcn0rL2km7I9lYGjCnzvVrcsWkOgvrMOp2l5b29rHHiWCZSoUAYB546VF4y8QaPZzaBNLYm4t0kNxGNhCkdNyqcZPQgtx3wa3tL8C6XG63F7D9pkVt0aSklF9CR0J+uab410q21qyNteQDEZzHKo+dD7H39OldEPdV5HkVnGpV5KTul3JPCPjMeLby8W3tHjtbcKfMfqSegOO/BNddK4SMsQCR0B7msTwf4dg8NeH4bKJf3rfvJmI5Zj6/QYH4VqXMsSQu8jEqqk4Xk8dTVSt0OLeVrHF3VtLaXBvLy7ldJJPueXvOSf4cflit6PTop41uJYHibbiNcjManrkep7/lUK3tjpulrcHKCd2ljWUlmyeTgdv/r1yC+I5YNUkuXuZEtXkJYEk4H+e1YOUYbnsUqVbFJ8mnL+PkrCa94ah1a/aC4Zvs9rhYlQcKzDcwB7KRt4qjY6Ik19JZzDCooIYDHy4GRj6GrVl4lSS1nu5Sd00zywr0BVjhefoBWto88FxE0ikmUH94zDBJP9O34VL5ZNI7o+1oQk2rXSVzLsfCmjeHbRLyVGub+G4MkRPTA+7x6L1+uK5zUJI9S8RW0t9lgobOPrn9Oa7nxgps9Hhmibe8mSq4xkAZ/mBXjlpqLRah5lxuMTknPJCknPHt7U5wlO9uhOCqUKVudfFfXtb/gnsGj6Rp95Ok9uZEVHAUlsAkeg60/X/HVvomoXVrM5W4wPKBTcuCOCfaqngy5gEjEyqITtYMe5IOAKveKvAtn4p1QXTT+VIqCMYQMpUEn1B79jTpq8bo5cZJRrtVPeVtL/ACG6B4qutVuI1lfGcMCpwCO/FdbfqCqY/iavN4LCTwzqsMFyVESghHVdoK9Bx2x3r0FJ/tNlDKzBgeVYHqKdKTd0zLH0oRcatNJJrpsbEA226AdhWdfY84Z9K0oDmFfpWTqjbbhPcf1rdHkLct2OAvFWZDgiqth92rErfNQJjs5Wvnn4tWc1t8Ro7mGNVSWKGZnB5Yqdp/8AQa+hAflryX4uQrHqWl3mwEmN4yT32sGx/wCPGpk7I6MNBTmoyPQfCkpuNChmP8QGPyH+Na7vg4HWuT+H+r2t54dtLXz4zepCZZIVPKqWIU/TgfmK6ctl6qxjUVpNEqhmXk1Xc4erS/dqpIP3h+tBBaj5AqQmoovuipaAK065RvpWWpxuWtiQZBrGl+SY0DRMWxDnAJyBzVckqSwz64FPcjywP9qmxjdMq9mYCgaL+jr9oiF06Ff7gPUetbNRxxrFGEQAKowAKfSE3di0UUUCCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAE61n6nF9ptzbnOx/v47j0/GtAnAzVZhuJY96Bp2d0c5caVbhlVlwpzkKOigZOPwrm7TULy98O3F1ekwRTMz21sBtEMQG1Rj1PJ/Guv1m3e5iihQkec4QsDgovVj+Q/lWd4jtLSHTWSRlgiVVLHOAqr2/IVEtmkehhnHni5P+u54pLFcPrkcjBt7znbnkBVOP5V7B4Pgjgt42khH70khj2Pb9KyL230u2tPtcxEUUxX5gOWDEEAD3rrdLsmaFJI3TygP3Yx0I/wD1VCUm02tjuxE6caUoxk/ed3f0N4sq/eIH1Nc3rN6s2t6ZpwkGJ5slR3VRuP8ALH41z6eNrGPxLe2d4T+6bZCyng8c/me9M0u8/wCEh8cW9+E8pbaHEaMc4/vHPfk/lTnO+hx0MM4c1R7JPXztoeg3bSi1k8nHnMMJnpk8A/1/CsZ/selQ2+lyTPNcTDBHVnLfeZvQda3QN8uT0TgfU9T/AE/OsC40mZ/FiX4TEKxZLZ6sM8fyq3focuH5btTdla/q+iM3xlcW1taW1isKvJj5WP8AAo9Pc15r4hn8jT3UHBf5B+PWvX9T0m3u7bzJU3uTlTzknPNeRfEj7PZ3VnaxwqshJZgBjjiuarBuXMfSZPiKaiqavfW/qZuqWt+9rZNapK0UaABV6HbxkevevSvDGlzrZwzOCHuNu5CMFWA5z+ea5CwvGmtrV4wrBY1WMY4z64+td3pV5c2cMcUrgTSgnoOPp6cYFFOSej6FY6E480oP4unoTeJNLe5gkhhUy7ApAJ6Y6j9TXInwZZziFJFEYLBjGVGd/TA+vpXpsGyWwUhcAquQTkk5PWsJ/DF2PElpekrLBFL5gLH7nHYd62cLu55NHF8lNwk1pffqcD4us7nw5rukpADFazwgBFzgFTgg++Npr0LRtUF1pVrcxkSEDZJ6qRx/hWZ8QNO1DVngSK1Dw2371Zu4bGCo9yPwp/giyltLCV5TgyS5246YGCD70r/vLLsVpPCOpUabvdL1VrHSahBa6paGG4TG/gH37YPY1DpmnPptiLVnLhGOGIwcdauva5njwDsyMqOlWZvvCrUdbnnyqtQUE/detie3OYVrL1Ufvo/oa1IOIR+NZernDxH6/wBKs54/EWbLCxZqR23NVS1kygqcHmmS9ywPu15n8X4VbRbGcnBjutuf95T/APEivSwflrgPiugfwTdORzDLFIPb5gP5NQ1oaUZONRNHkfhjxPP4c8RrqaIZkVWieLdjehGMZ7dAfwr3zwv4gTxNosOqRQPAsjMpjY5Kspwee4r5y0bTZdWvY7O22tNLnG44Hr1r3fwNbz6Po0FheBFeMMCI+QfmJB+uOtXK0Yq4KEqjlJHcD7tVJf8AWGrYIKgjoRVaT71QZE0X3RUtQxfdFTCgBjjIrHvBtmzW0w4rJv0wc0DRWJyo+tPgBa4jA67hj86hU8CremruvY/bJ/SgpnQ0UUUiAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAY5wv1rMv8AVbSwQG5nWNT2J5b6CtB25x6VwnxClt7TTxcQRRyas4EcBZuEBPzNg8ZAzjPrSexpRjGU7STfob2nasNVdpY4CkaOVjLHlm9cdgADVPxD4ffVrm0jcbrTcTcszYG3qRjvnpU3hWzTT9Ds4i+9yn3zxvYjLMB6Z4HsBW3PEs0EkTZ2upBx1wRila61NHU9nUvFWW3c8j8fXS6l4mstJtSqWdkiyOynKlm6D8AAPxNeqaTai10u3h6kIMn1J5Nefz+EXfUbiO1ePPBCnk7TwM/rXerDJbaRFEXJeGNQWB5JA61EJScm2jsxVOnGlCEJXbd3+hwXxA8L2KldShiUOzAOgG0Z/vAjv7dDWp4Lshb3UpwDhRt45Bxz+tXtd8vV7FI5Bh4pFdh645z+lXfDFrsjlmYdWwKXKnO5cqzhhfZv4uv6HQKu1cUFQwwRkGnUVseRcqXeAinpivnz4mySS+NPLAy0US4A55ILAfyr3+/migUPNIscajkuwFeC+IbeXU/HU97Hl1klLKccbVAAI9ulYVnZHvZNBym+ituXPB6Xg0pbxYlJt1Z2VgeF5AxU+n+M5LvWgNuSiEcrhSMjNWLW/vNG0uc2wEUUikSMFBJAHTnp3rkdB028F6Lpo2SEIWJI6g8fh2rNcri5bHo1VVhVjTspLZvd2Vr37HtOh306m7e4ObeZhPa56lFChxj6nP4115IyRnnrXlzaxZWTaXBcu4mit5lwMBf3qgAfXK1rav43t7O5tYITvnSINKCcAhlHHue9axqRWjep4WIw0p1Worq/+AdhcqrxspGQRgis63ijtgViXarMWPOck9T+lZWj+KBrLwQIh8zyDJcEj7pBxgfU81elmKNxV8y3Rg6U4fu5Gs99bW4QT3EcRbAXewGSTgdffippuGA968N8X6+2oT/2Ikh81riHc245ZmYgqfQLlTXo1xdm2ZP3rqUAAY57cV5VfNJ0YqTpt3vt0WmrLjhOabjF7fmdnFxHWRrXAjPuf5VZ0q4ae2G9wzgnPrjtVfW/9Uh/2v6V6OHrxxFOM4bNXOZwcKnKyC0f5RV5GzyayrVsLWhExOK6ETJal0H5a4r4nRmTwHrAXqsG/wD75ZT/AErtE+7XOeM4FuPC2rwt0e0lB/75NMUdzyP4XaRcS3a6sUBtYVZNxbncRxxXpw1G20+Ke7uXKwwrliBk/QDuaoeFtMttG8JxQ24YK+ZWLNnJIHP5YrK1jUbGPRNRS8lVTKrLEp6swORj8am6nNJ7HpRpunSlbdHqWn3Md5ptvcwtujljV1bGMqelJJy1UPCjl/B+ksV2n7KgI+gq+/3qppJ2R5mt9SaL7oqcVFH90VKKQhDWdfrmMn05rQaqlyu5GHtQNGOvCr9K09IXNwzeif1rMIw2PTitnSF/dyN6kCkNmpRRRQSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFNc4U0AQs2WJrzTxZaNLZ3mpzK8lxLL5VpDj7qqeuO5OOP94V6Q4ypAPUVhavaXN5KsMU621ssZEki8ykdcL2X69eKioro6MNPlk13/ACOD8Ja1qkOsW637TzPJESsSjJJbkL6KOAfYCvW0YsqsV2kjkeleV6JPDD4kjuBdpawxsVAZdxZSQAoz0OAOfrXqgOelTQd0dOZUvZzjG3RajFhjSZ5VQCRwAzAcnHTP50ToXhdB1IqnqWqW+neUsrLvlYKilgMk+5rFsfHmi3+rR6YlyhuJSyoUOVJH8Jb1Pb1o9vDn5L6nGozspitbMhlYnOTtA9q6OwtxbWUceMMBlvqaq+UJ7tARlVOT9BWnVxVi69Z1NwoopDVHOcz4z0ix1PRLhruWSBYUaQyo23AAyc+vSvBbTxqj6ld3ki8IVS2iA/hwf8AT616l8W7+5bR5NPtMjdE0s7A8bQQAp+pP8q+eLaJ0uSHUqc9xUqMZSPSpVa1GlFp73+R63YeKG12bStN8oRtd3BjnwM4yBhh+J/SuitozpGo3ekrIH1GaxmlgI/h2jI/E8n8K4mW3h0v4gWkWjsjRWLQkSA5DbVUux/3iT+eK6TXNN1mD4hXuuW9q7WtoU3MWAyjR7cgdSvJHFVOnTvddEaQxddw5ZbSdvutcb4u0GW58OafrCSiWe4dRIF+6vBxgn0AOfeqKaASr624/0aJNqK5yJWXA27epB6Z6V3OhxRal4HNhvEjgMCG/5ZtnK4/z3p9hosksNvFeblgtcGOKNvlZs7ixPU89q5rN2saqVm5S3T/Docb/AKR4c1hWhla2hdVMhK/8smIY8eo5H512Vhqses2UN7D8qyMQV/ukHpWV8QFjZrUbT9reNmZcY3KDz+Pf86qeC45dP0KN7hk+zzOZ45d4wqkYw2eh4NSrqbj0N8VyVaEK1rSe/wAjk/FPg/VoNdF5aRNMk86lWX7yOWAG72zg56V6bqMbOgVmAOPmI6E96y7/AMf6C80enQz+dOJ0BdR8incM4bv/ACrQvbuKRA0RMoILL5Y3FsA8L6n2r57N6mKoSjSg7q29vwfmjnwtr866mrZSslurBivYY4rQvmeTT43f7xwSa8xi8bzJq9vO1teLo7wABVj3fOWI3EgdRjGM16As7tGYyxaMruUHqO9Z5W6uCrxp1b2mtOyd+phWSqXcegkBwa0oT0rNj4ar0LdK+wRwSNFD8tY/iFQ+j3oPINvID/3ya1Ub5aztZTzdOuUHVomUfipFUTHc881drnUfhiqaf80rQxjCnkqMZArye20vVXkSGRZZd3CjcWwSeldxoZvdE8Di1llLbwWVWGdoIxgVreGFWOwM7x8DJDEenXmsfauGiPfp4KNWHPK6v0O98OakbTSrOxnABiiRM56kDn9a3z8zVwXhawn1G5kuZNwjGBk9MDnArvlGWAopSco3Z5+Y0KdGpywevUtRj5RTwwYZHTOKqXt4lhp81y/SNS2PU+lTWknm2kTYwWQHHpkZrS+tjg5Xy83Qkaq8oypqdqhemSY8q7ZWHvWzpWPsfB53HNZd2m193rTvDd4LibVYgc/Z7sR/T90h/mTSZdrps6KiiiggKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKjlPQVJULnLGgBhFcj4o1h7GaCxgYI85/fSkZwpzwPQnn8BXXmsMW9rqdzqEFxErvDOpAYcj5F2n+dTNNqyOjDSjGfNNXSPNbHTb7UXhuLJAYBMI3cHODkc4r2IEJCM8hV/lXntxr+keAY7PTJo3lW5kaWZ48ZiVjwSO59vTJrYtviJ4VnKxLqg3HKjfGy5x+FTGk4RujfHYv6zU06P/ACPIfGHiLUr3xRPJJI8TWszJEgPEeCQMD6d6s+BfDT31zDrM0oS3t5f3a/xOy4P4KDXSa/4as/FmtR3NjNDBGMiWVFyzqMYyPX610Gj6GmkabDpcDNLliN7DBLMeT9Of0rxcRjYSUaHNyzlo9L/1ccKDjL3ttzsdKLy2izSDDv8AyB61o9aihjWGJI0+6qhR9BxUtexRg4QUZO7SWpwzalJtBTT0p1Mc4FbknJ+JbCO6s7iGUAtOuCfQdcD8cV4//wAIvaG/uLe+dwYInZWBCln4AA9Rk16x40uJodOd4CQ+QMr1APXFeY20U8jtPKrDc2AW6muStLlldH1OV4f21Fqb0fQXwhoN7f63cOV2HBAL/wB0Hk/oBXrGsW+bByMuJLB48epCgqf0NYdgp09VWHhzHhmA5IxzVjxD4jGjeGo5nXfIkgjRQcEg56+2K1inL1Zx4mPI4qL91X9ddWzO8DSeWs0ckY3yqHYg5A29ePTJ49cV3MOLhcbsBTnGOoritD8TaDbaVa3ErrayXRwqsMtjOMkjtkda683KQOrBgVxzt9KcYOHxHPXlGrNuBgeMdFj1W6053naA72iWRRnax+ZQR6HaR9SK8t+IWm6vplrbadYm5bSIY2EgVTs5csN2PQEda9k12fTp7IWd3ex2/wBq4jZnCsGBBVlz3BxXPQa3byXY0fVZYo9TUmN1YgLccDDLng7gRxTVlO5lecqXJ0R8/wBkJNwAyGBBX2Ir6TsdGhh8P6ZLbKWCwq7FuuSoOT+Oax7nwP4RtP8AT7xv7PUt1WXapPoFOfyFejW7293ZI8TJLA6jaynKsMVOLw9LEQ5Gc9KrOk7rYxBp9zHEXijUxuFJQHnpzRBA2ydpImQhcDIx9a6BCDwOgrCnuJIL+RZDuRyB14A7GvFr4XD4OtTqyT3t5LTqaxrTqqUbFYdatxN0qr0apo2r30c8jRjbiq162Iyacj8VDeNmI/SqJW557rFjaSaRdW0ZZZreRgvzdAfmAx6c1l2niaCDR7RLiHZb2rKzBRyRkZGPc4qh4v1ddG1a8mWdG3bQ9vuAbO3hlHcHGD9Kr60tqPCNpf20RVL5VXbuyFbIY/oCKxcG2ke3RxEIU5czu0m15O1jsPDviwWcMZC7reYh2JblQfQdOPSu20TX7fVwohJaYgsy7ThBnoT64xXzSvm+aqx7gzYCgHGc9K+ifAGiy6H4Xha+yLmXLvuPIBPyr+VUqcoddDjr4iniE5OFpeu7KfiG+bWvE1t4fgmVIww84BwGYgbiMdSAP1+ld3GI9oRCPlGAPQV5FBYS33ju+vNNuPOlmLrHOMqId2QzL/eIBIz05r0zR9Oi0m1FnGWkZRl5XYszMep5pRtzXRjXg404xeltl+bZotUDnmpmNV261ocZVul3rS+H7SK2+3PGPmnn81z6sQB/ICnyjKmnaMw/fKCCODn86Rd3ys2KKKKCAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBCcDNQZqWU4XHrUBYKpY9AM8UAcd471690C3try0kUIk6q8Tcb88/wBDVd/EdjBrmnamjhbTU7RTMWfHlf3S34kqTXCa63iTxjdrE8BESzukMargbvQn1x611Vv4NgtPh/cpqSZuvs7HcrbjHtBKhfx5P1pO1tGdsY8uklbS3q2bXjLwZZ+IdKneGBF1BUzFKOC+Oik9wRwD24r59NvPb3bRlWWRWI5GDkV6v8PvH8FnoMtrr10VjtZEjglKlmKtng45wuBz2BAqTXNC0nxYx1nw3dxvPLL5csLgoJHxnIyMg4BJ7Gt6bi7RqPTv+hxOE94rUxfh3rLCd7OVJJXlZmL9kAA616dozR3mpblbIhUsVPXJJA/kaz/D3hU+G9AukmWKW6lk37o16DAAHPPHJre8P2iQWCyhRvl+YtjkjnA/n+dfP4nL6c8wjUWttfu2O9V/9nu99japKKK9s4ANRSNhTTyeKhlbigDndagW6Ron+63H0rlL3Q3t0jiRx87ZyewFdldrubPvUOq2yHQ7q6ZhG0EDsG9CFJH61nKnzux62GxroJa6HlOg+K5R4q234kkhkdbdV6YO7A46VD8S7O7sfEhaWffbXAMkCBvuAcEY7c133hPwzpf/AAjun3MluslyzrdtKfveYCe/p2xWL8W7a2bT9PvmdhMrNEgC53AgNye2MfrW9oxlyo5qtSdVXk7nk/muzAlmYqAFyegHQV7p4KvYb3wlaeWWZol8uUscksOT+HNeFBgV47V6b8LNVt0iutKZmFxK3nL8vy4AwRn170TV4mOHladjd8Z+HrPV9Hu53LRXENuzI6uQvA3bWHQjIry4aU+p/D6XVWaSS6spwitk5WJVHH4Z49MV6p42s2v9BuoBIY9qhyQ+3IXkjPvTdK0y20iwtdKVkLPCspVsDzGLZIx344+grnT7HoSi3q9mrHmulQaj4qZtUuWnvEtdiTKG3FVVQMhc85A5PTPWvdPD97YnRoU05iYUUKVYYZWxzuHYnr6da8ctY5/DnxMWO1gfCTsIYUOPNQg/L7gjt9K9whtbJo2vYUEDSxgvkbcY+b5h2I55+tUtXc5K3KoWa67r9S7A2459q851fxfFP4nvtIFvJDe27bIASpFwRg4HYEr0z/PitPUPEqah4E8RXmnnd9l822SWNshgNo3qfTDZ/CvCba9lstSgvgDI8Mgk9zjqCfp3rmxmFjiKbjLpqvXoZUZunUufQ6MGRWByCAc1KjYrmvBmsSa54bjvJUVJBLJGVU5AAPH6EV0IbFb0eZQSlvbUc7Nvl2LSyYplw+6Iiod9Md/lNaEJaniPxP0qWbWmvIULFVVXUdQD0P0zkfiK29D0Ya9oOl2Uh2WlizeZg8uxA4/nz70vj24e0vVuEXcJA0LDPUHBH6ioPDWoPFpdu8bbDMzsik/eAOCcfgaxlVcXdHuYLBwqpqW7/Sx1+leBrKbxYmqOiJZwgFYV+6WAwFA68dfxr0iS1hv7aSO4XfE6lSmSMD8O9eb6RqkizR25b5HLEkk5JPNWL7xZcQx7YpRb26E5Y/Mzfn0oVZNamWKy+aqaOx2mkQaTZS3FvZxrHJGQHJyWIIyOT/Kr0UgNwxJ+90rk/DNtLcWMurJfQ3CXCE/IdxBHUE9iD1FXF1qK2uIzcyLGDwMnALU1KyV9Dk+r87lyPmOkeRVYITy3QVETk1krfRyvLJHIGZUZiR0HFZ3hXW3vjdWtzIWnSRmQEdF9Pzz+dXzq6XczeEqckpr7Nr/M6C7bZbyN3AwPrWf4Y1COa9ntUGQin5s8EgjIH0yKl16drbSJpEGXAwq+rY4H51W8K6a1hFAJj/pBDu+O27HH4AD9aG3zWFGMFQcpbt6HYUUUVRxhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAEMp5A9Ko6hBNc2UlvBL5TyYXzB1VSeSPfGcVbdssTSCgabTujFv7qw8NaMMlI1RdsYY8lj1JPc9yamlFvfabGnmRy20ineytlWUjnkdsZrkPibpNxc26XcDkgr5RBzhDnIOe2elaXhOwms/AflzOrO8bspVtwxjA/kai+rR1cloRnfd7+fY858KaHaXt3rNjbSGZlgM1sT0BVsFWHfIZea7AeH5Ei0LU9CtypRvMmXf8Axd93qPvCo/hr4fk0+SfUWf5HleJVx1UhT+hFeiWtulrCIoxtRSxA9Mkn+tCipamlSu6b5bfLp5oddQme1eNSVLLj6VFeX1jo9gZ7u4jt7aIAFnOAPQD1PsOauDrXj/xhOpHUrPejjTVjHlsAdpkJOc/7WAPwrSNNOVzhcnaxa8SfFhE+zpoO5ism6aSeLAKj+FQTnnnJ6jtWdpnxV1y41IpNFbyRSt8sYTGwZ7MOenc5rgNPsnvrxIxwucsevHoB3JrubTQba0lkiaJYJwSrZyGU+nPapq1YwVranTh6DqO/Q7O2+IUKQH7dbuHB6xDcpHr1rq1uUuLWOeM5SVA6kjHBGRXj0lgttqNq00itavIFlLHBC55PvxT5Pi2tvrU0QtmfT4W2RsrYZgpxnHTHBwOO1ZUZSe5tiaNONraHqEq7h+NWLmzivNKmtZ1LRTJscA4JB96zbPV9N1CYRWl/byy7Fk8tZFLBWGQSOvQ10CIrQ7SMjrW+qORtXVzlNev7bwr4Vd41KpFGIIFHJ3EEL+vJrxe/8TXGreGxpuoM0ssE6ywSn72MFWVvwxiup+JfiFb68/sXAjjtbjc8gbO4bR29RuP5VwsmjXo1Y6dFBJLMWwm1CfMU8qy+zAgg+hrWMHa/UdSqk+VbENlAbm8gtxw00ioDjP3iB/WvfdA+Hml+HG86F5ZbkpteV/12jsD75ri/h94Amlv11PU1eEWc+FgZcF3X69gcZPevY36Gid0uUwhLXmRwXiXwzf6lqUKx3aLp2VMqHO7APIHrkVx/xEN/beKtIv4QywwldrDhQQxLAn6Y/CvW7v7x+ma5/VNNttWgltLlN0bDjBwVPYg9jXO422PRp1pStzbIg1rRE1WXT9a07y5J45FIZWADLuyDn1HP6ir+r6/bT3Vzp9qys0IxdlhhPLPysvufmGPemeFbKPRdMayEssse8solwdvt9M1X8QadZw6ZrN9GGSe7WIttPHysCcemep+lQ7pXRpypzUJK6Wi+bW/oc/4Km0+10ePR7rCQ6jPNaxwOeZcDa3PYk9M46cVBc6LoOh214tlbR3qW4aR0ecNKcDpweRx0x61i+ObaW0sba5t4jHazXMwjO7JBViSR6ZJ/SuAUO1xGiuEkZwFYtt2knqT2+tc88Hzwk5Sau7/1boZ1KkadX3Unp9x6z8N72xu7HUlsoGth56ytb7tyoWXHynrtO3oen0xXa1xPgi3az1e9jdLZmltIWaa1bdHIykhiD6g9cevTmu2PWtqLTjo9DGUWnqIWqvcyiOInPNWCM1UurcujEmtmKNr6nmfjxlljtYywDyTkrnvhSTVDVYbuPQrBYQYpLaJWYqcHbgnPH15rU1u2TUvEFvYBlZlRmUnorYz/ACp88cjTyAoQiYiwRxgcYrmm+W0j6HAQVSEot2LGiak1rNb3NxEJUChmC/xZHr2q/wCKfB1/4kmi1PQ0HlzACe1dwgRuu4Z4wRjPoas6PoqQ4EqfKvyoD0/Lqf8A69dY9zPougvcxoTIzqI0xjf7Y9KdFuN29iMzSqKMIP3tFvoypPpl14X8EWlhZAO0IzcSqO7cs2PTJx9BXFzfaLgmV95z/wAtHOB+vGK7SXxXFd+G7sb1jvY0w8bNg5JI4z149K8+eeSRgclz0Jckn6Cs8RJSldM0yy1CnKNS0Wn82eleHLVI/DDGSZGZkYuVbO1T0GfarGi2Ok6ZZPc2zkoULyXLn7w69fSuCi1yS2sZrS2tI40lAEjlyWb+gHtUtj4o1C1t4LGOCBkBEe5lJJUnpjOO9XGrHRHn4hc3O1J+8722ujVvfG+ivfCaeSWVI2xBCi/KW/vMT1PpWxofi6w1K8jWAur5xtZTz61zzaTorzNcS2ESyE8KpKr9Qta+lzJabYbKwiB6AKDuNaKTT3OeoqMoaJ6LTyPRu3FLVWz837JH5ybJMcrnOParVbHmBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFRyMVjZhyQCRUlQ3EgSJienA/M4oAiTdsG45bAyffvSkhVJJwBzSgc1lX9/JDOYwAFx0IzuFDdjSnTdSVkS36W+o6bNEWDxupUkc4JqloGmS6bo0lnLIsoLsVwMYVscfzrnoPFGnxajPZtdCGVW2MH4BNdHFcEoCrZUjO4Hr6VD3u0djpOMHCLur3Mca2bC7u9GsNPyLSMv5rPhQ2M5JPGMnHXNL4b8U3+reK9U0me2iENoWZZlJzjcoVT2J5PPtVLxHMl1Jbabav5ElzOHldR945ABPr3qv4F1Wxs72/tLksLue8MUbbSfMGWI5HpzzShLWwVqCdPntrv/wWekisPxP4btPFGk/YLp5IwriSOSPGVYAjODwRgnitwVHNIERsEZxwK1vbU4Er6HkY8KWvgfUpNduboz6fbRjyUbiSSY8AEdPU/wD6q5vXPiHfarYNGYIkYMxV1B+UHgAepx3roPiNNe6ktxax/NDZyBlVBkt8uGJ9SM/lmvKpiVTaRgk8g0RaqK7R0TUqVkiG4vrueXzHncsP9o8VSZj369ancYJNRlA1adNDnu3udL8OrlIfHelyzXKW0ayNud22qQVYbc/7WQOa+mbe6t5G2RXEUjAAlUdSQM4zgHpXyKkYXBIx/KvZvhB4evbe5n1qdlWBoPKiQNliWKsSR2wAPfmk9dwt1Rwni7SbvTvF95Yyyfabh5fMDICS2/5l49eRxXtfgzw4mmaTp11eW+NVWyW3kYnlVBOFx2IGAT7Yq8/hbT5PFS+IZFZrxYxGinG1SBjd9cce1booctNOpFr7i0xqfTWqCjOvRnB7VxfiC4jDLGJHWUEMoU4GPeu3vB8leQ+PdSvdOu91lY+Yu0tJMTwp7VE02rI9HAuKlzS6FuDx/p1g7JOZ3kQlSMYPH1NdVb6rY+I9KCWsqsJU2lSfmXPqK+eXu5b27kuXA3yHc2BXonwsTOqXDBmDgIoGePmPPH4VTpxUdCvrDnV2PZpdB02802Czu7OOeGJt6o+ThiSSePqa8M+JPhWLw7rQa3LGC63SqNuFX5j8o9ccfmK+iMYGBWL4g8N6d4ktYoNQjZliferK21h6jPoe9aQnb3XseXJa83U8Y8Awa3o99b3rWzLpF/tR5XHynLbVKn+9u49xmvWCPzqzqujwz6C+m2qRwIqKIAF+WNlYMuPoQOahbJJJGCeSB2NTKz2NabdtRg61FckCFsnAxUoHNZ2vXa2GiX123KwwO+PXCk1BotzzOe4jtdZXU2cALKWVS2Cy9x+VXPF+qXEVzaQ6cWaaSUmR41DEr1BH4enpXkE9/cXIZ55mkkb5csScKeSB6AmvXvhdFJqVtJqV8RLMjiKJiANqqoH5+9ZVPdVzsoYn4lrfyOn0vW9TjVprPSzKAu0NMduBjqO+c0mq3HiTWI4/tKrFGvISEbefUnJNdaiKF4UDPpUqopGCBXM3K1rlzq80+e2p5n/Yl4oy6HPvSCykjbDJXpTwRsD8o59qzbvTUbJ2gGs2mio1b7nE+T6imOpgkSUIGKsDg9K3Luy2ZIHApumJCbvM8YZFUsVIzyKcNZIqb0E0+C6u1a4kVmAHUL0A7AV0fhyG5OppcS/urckLHEV+Zj/eJ/pVbUNQNrDG9vjZ644z6e1M0rV3udTsImyW84Hd0yCMV2JKLM3SqSpOSSt+R6XRSDpS1seQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVBcIJIip6Ej9Dn+lT1FOwWIseg5oAiJwCx7c14P4vv9U0TxHdfZ9SuGS5k8/5hhRnoAe4HSvciDPC6g8NwPpXnfjKwhXS7t2s1uHiUmIOu4+5FCavqdmGhdSs7NHj8txJPM0sjlpGJZiTySe9epeA9clvNH+wsrl7YBd2SdynOPy6V5bEpuJo0JxuZV3D3Ne16TZrp1tFDbJtEagbsfM2O59aqrJWsaYSEpNy6GB40nj0xseaW1K8QRwxLyYUb5WdvcjIUfU9q2fCum2tiltdKmy6SMu+7p+8Y4PsQoPHvWOvhO4vPG82qXDGSzX9+7N34+7/APW9K7WSzMLMFJLTMJHz2yo4HsOa8vMa7oUHUp7r8zdNtuM3q/yRtjVIyQuxvTJ4BrD8XeIRoWlPdRxM87IfKXaSCw6lj6Dr74rH1rxXpWg5hnnaa5HWGP5iP97sv8653UvH+m+I7RbG4sWiCyAqzOGDDkc8DHX6VGWYjEV6TnWjbt5nK4U4zSTOM/4S7U1+0N5mZpX3F26j1/OsG+unu7p55dpkYlmIGASa7efwlYwXE0CyC4aYDyTC+8LnnC45J7c9q5m+8OXMDSeS/msrbWjKlWH4Hr9K9FV6afKnYmpQq2u9UYDcmtLQbGyvtRWK+u/s0YIIOzdu55Htx3o0jTWvtVgtpUlWMuPOZV+ZVz8x574zjPetrxD4Uj8OarAZJpZtLmIaG4RQGZfQ+hrVzi3y31M4wl8TWh0XiOaz0Ozt1tLSFoGclF2g7WxnOPWvUPBd5bX/AIYtZbSCaFANrrKhUl8AsQT94Eng/wCFeeapeXWoeH7ZNIaFfLZXjYKNxAz/ABHv6g9a9O8M6qupaLaNIYkvFhXz4UIG1hweB0GefxrOFreZpiea+m34GwaB1oNJWpyDu1ManjmmNSAqXIylcLrtm17dGFEz03HZuDZ7Gu8nHy1hOoFx05J5qZK+h14Ws6T5kea6z4OjNhPDY20MV2SrblTaG9s9qTwJoOtaX4q02aW3ZYXlaObBBAUAkE47Z6GvW0s47i3dNgDOMFqNO0r7Ndh85CcDI9qE5JW3R0VatGsnL4ZJdDa/gqM9DTz0qNuhqjzCCXlTWPKMSMPetjBcGsa9cRSnIySMjFJlwGEelcL8Ub2SPwtJYwA+bdsEJ7bR8zDPqcYH4117XEhPG1R+ZrnfE9umo2Escy7lGDj0xzkVLZolc+f4dPkOqR2zod2VZuOg617p8PrZLfSWVEChpWbA9eK4yfSkF410B+8C7TgYyOtd94RXbpqD1Zj+tYVZXR2QpqMW0dcOlSJ1qJTlealQ8CsOpJMBkVFKmVPFTK2RwKSTkHNNiTMG9gBVuKzNOVk1IIu3cysBu6dK3LtRzWLHhNSiboC+Dj34/rUw0kjdu8WVtUkMeUG07iclR8v4Vyllq+p2nxD0e2JVLSS8hVSFHzKSARn6mu51fR4Y4nuRcMoH8L85P1rnl037VqWnui5kt7qKZGHbayk/mM12L3ZanS/3uFfI9V/Vj3KijtRWp8+FFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVFMu6IgjI7/SpaKAM22V41ZX5w3H0rL1yAM6OUGxQfzroWjUjpj6HFRSWiucl2x6HkUmtLG1Gq6c+Y8g1rwW95dWU9jHHbqj7mUJtDLuyT9a7azQieMMCACPbNdGbMqSVKnjuMVUW4sXkTMqq6HGGGOR6Gpaelzs+tp3styVtPjFvNGQAki4bHFcVrWo/2tc/YYr+Wyt9zb50UZcEEdeoHPavQN0csRKsrKeODkGvO9d0bUI9aki0zRXktmRWSVZMIrHqDk8Ae35VjXhUaTppPun2OelOm7qq38jlE+G8cl9Ao1uG5hZsy7VKvt74PPJ967Jvhn4alwUhuICCCPLk3f+hZrgvE2qeINAuovLsfIYJk+cgYMc9Vb7rDHvnnpTtF8earf6Zrc0saRNZWnmoIgyndyOQT+Na2m7DkqcXaGp2N74J1GK4DaXMlxDn7szCORPxAwR9MGrcXgFnjge4vlacNmYFCysueFByDkDjPevFrb4m+MLPb5Wu3DBQMrKquD9dwr07w58Ub6fTYJtTsVlDDG6IeWzEfxbeRj8q56kKVOzmt9C41q9TSD2NzUvAR80vptwoRjkxSkjb9GHUfWqVz4V1S68O32makkMkCxmS3dX3MrryAOOhGa3IviD4ZkvVtLnU47O6ZVZYrj5fvdPm+7+tdGksc0avE6SIwyrIwZSPYjg1rHD01LnjozN4irbknqeO/DnRXk1Kax1BpDbsrPGsb43Fccn0GD+Yr2Gw0qx05SLS3WMtwzclj9Seag0/Q9O0+4kuYLZY5ZQQzAk4B5IHoK1AMmtlHW73MqlS/upuw0ikIqTFIVqjIYvcGkenlcDcTgDuapz31nB/rbqFT2DOAT+GaBpN7Cz/d/GsF2/0zHpT9S8WaBZQs9xqluqqQGIJYDPToDXMf8Jz4de9nZL8tEp5lWJtg6YG7GM89KSakro0jFrRo720+6KtT3EdrbtNKxCKpY4GTgDJ4+grhD8TPDtlAkz/bWhZtqyrb/Kx/3s+1YnjX4tW8WkSWemafNI15bkLcyMFVNwwCAMknGfSjmQnTlu0UtW+PKBymkaPvTnbJdSlSfQ7V6fTNP8H/ABO1vxTrU1ndm1tkEfmRrBHjoeRliSeteIFHVVYqQp6H1rqPh5Fcv4ysZIEYqhZnYDgLtIOfzqmghuj6BN3Oy4MzY9AcVVdy3JJP1NLnpSHpUFjRzWTqbjZIp7gir19ewabYXF5cuqQwozuzHHAHT8en4159ofiK/wDEENxd3cKRRNJiFV7ADke/bmk9hp62LBiDSEEZFdN4eHk2ypngMfbvWGi7pvrW7pC4ZlPZq56mx0wfQ6iIgrUyIc+1MgUFR64q0F4rKwmxyKNowKRxxUijAqKU4FNkozbwcGsFub2L13r/ADrau24NYg+a/i93X+dZr4jdfCdRJCkyFJEVlPVWGRSQWVugEcUaxgspyowc561IKliH71f94fzr0rHn88krJnT0UUUGQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUx3WNC7nCgZJoAoard/ZrbapxI/A9h3NcXeviM1t31w11MZDnHRR6CuU8SXv9n6TdXWeYo2YfXoP1xXJUlzy0OylHkWpp6ZeSxW8U0MhyVJJByDzjFakXiGRm23EKsoHLJwfyNct4EV5vAmnSyqwdkYZb+IBmwfoa3UtCVzjrXTZrQxupas5nxvoFz4pvba40+/iiaJNojm+Tvkgnoc59OMVwuo+Hde0Fp47m1aS1dNks9ixZGVuzKOeuemPpXrM1mwBwKwLxZY5pkLsyMVVYSSVY9sjp7/lU1a04pWRpSoKbdmee2nw8Go2f2+G/RLZgWKsjbwB1GCB+v61twWzXE8caKFQAAAD7oFdHsujFJaxpncNpVQFX3xj3qex0hrSPD4LnliP5VhUh7acZSXw3OqFsPF92ZT6Bpk8jvNYxSO6qrs65JA6D9O1acElzpyhtOdoHwqhUO1QB6r0/Sr32Q+lYDeKtBSGaR79Y/LlaLaQdzMvdVHJHvW2pz83U6ix8bXO+WB7uxuZY22sqgKynHQgHrwaxj8aZIJZYZPD7TurELJDchUI98gkfhmvFVuLE+IfMhSaW2klHzTvh8MfmJ29+TXqEngVbeZ7gODAuCEXvRNzjLTYVKNOpo9Gd3o3ja81yyM626WpVirLjcD3GGPX8q0jrV6ykGUDPcKARXL6FbvFE0UaFYV4X0B7gVtpC9OnPmjcmtTjCbiiR55JWJkkZieu5ia8/8X+Gtb1nxHb3Onv9nhSERtP520jkk4UHP+NegCFqY0bVrF2M9DiYNF1R7MnVUhbyyNixMTuUDqw7nvUGqaBYvZi2FrGqSqsrpEdgZh0JxXdFGHaqd3bxDdczgtHDGzFQM8AZJ9+lQ4v7Oh1RxGynqkcBriR+EPDUEa6fFcW10WiVZmJ25G7ccd68znku5WXziwVwAobIUDtj0Ar2iDX/AAf4qtrXS71ZjunAhjnRlZWxwdyngckcmvP/ABrZeXrCRxStLbxL5SStEEyQTxx97/e74oUXC0Xv57mUpOonJbIh0rweuryy2cOqQNfRgt5Yyysgx909yD29K9X8J+HX8NaKLKSRJZWcuzKuOvbmuc8AeHPD+qvBd276guoWeGlJZdpbpjpkA16fLAFH0rRu+zIdk9FYoYJprsEGO9TNx0qq+STWYjH8XwJceDNVR4/NK27OFJ6svzD9RmvCrTxLqtnCYbe4IUsCNyhiOMYGeg9q968TB18K6piRYz9mYK7HAUnGCfxr55sJVttUilnR2WOQMyq21iQex+tNPWwn3PX9B+2SadbPf/8AHyy7nG0LjJ4BA74xXTacNt06+4P6VmWg3BXwRuAPPvWrZgC/YA9VXP8AKuerqjop6M6i2HyirgWq1svyirYHQVkinuKOFqtO3BFWD0qrOTilLYI7mVdnCnNYsLZ1CP0Dr/Ote9PykVjRnbeIf9oH9azj8Rv9k7EVPbLuuYx/tD+dVwas2vF1F/vD+deoeYzo6KKKRAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQA0DisjVbrc3kIeF5b3PpV+7uBbW7P8AxdAPU1z5y2STknkk1lVlbRG1KN3zMgkHy4HWuK8eQS3Ok2+nW4JmvrqK3QD3Of6V3TL1rEu3s4vE2jNeORsaV4VClsybQq/kGY1jBe8rnRK7TSN2206Kysrewt1xDbxrEg/2VGP6Zq4luMcCpo1DAMOQRxVhE4rsOK5nz22IiVTc3QD3rno9Gla9e4cERxcqSOWPUkD/AD0rsmXIxUMoCxM3y/KCfmOBWNekppXe2pvRrundJbnnnhCa/wD7R1Cw1JkaVV81NoHyqWxgH0wV/Wr19r2iWV61rcXyLMrbWUKzbT6EgYFYVz4jGn6tf6jbJBJLIwt4gW4WIfMWHrk8fnXA6hPYOrXfntK7OTIWIVtxOeOee/Nc1GrLlUd2dM6ScnKTsjtvEvxF0rS1uLXTg15fKCoZRiJGx1LfxY9B+dcz4A+Hb64y6zq6OLLduijPBuGzyx9Fz+f0rT8EeGvD3iXXWmNvI0MMfm+XNJkyMCAd2OCOc4HtXtKW6IgREVVUBVVRgADoAK7oNNeZxVY8rtc4xvAHh+TUhftpsfnLt2qMqg29DtHGa6B9OSWNkcHDDBxWr5Q9KeIwO1N67kKTTujOisERQioABwAKmFoo7VeCU7bQF2ygbUelRPaD0rU200oKAuYz2uO1Qm2OelbbRA1E0QHamFzwr4i6Hrcmq3GoRaSIbGHH7+DBMgOBubHfj0GBj61s6V4Ufxd4V0y71i9ns7uxdoFaZQVdd+Ru3YO7sDnsKk1L4o3OjeN72wu7aKXS4Z/Jwg/eKBgFgejc5O0/TiuY+IfjW38VW1qunG5S1tWLTJMoUMzHCtwTngH6ZrRpN3tqJNo9X0/TLXQLo22nwbUdzJLtPLEj7zE1dN7FdKWgkSVOm5GDLnOMZFeIaNqXijxXZPosN+EjREieWQlSI8n5WYDJ7cdSBXovgTRbbRILnTobgzTpIBM+0qrNjPy57AHFec6sadTlb1b77aHZK9SPNbZHSMhPA60LaseSK1orLHJFSmAKK67HNzHFeNraWbwdqVvDtEksQQbunLLn9M14Zpdqlrqyzz2xYQyFmjYE4AbAIHfHFe9+MZWXSGSP+KVFYgjIXPOM/SvIl1KOzvpU1ONhdR5XcqZ+XryPy/OuWVWXtXTW1rndQpQcVKR0lh4nie3ub6SFktIsKmT80rnPygV0Phq8F3cMjNm4UeZKv93exZV/AV5WPEMj+VKkUS21tu8qNhkAt1J9TXefDayuUuLu+vHIuLsq5jPVQM43ehOenYYpzTcdS3yr4f6R6rbjCirAqKEYUVJ2rMxYjnrVSc4Bq07DFUp2yKmRUTIvG4NZAObhfY1q3Z4NZPWZfdsVmtzbodqg4B9qsWSl76If7WfyquDhB9KvaUmboueymvTPMZuUUUUEBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFJ2qreTfZ7d3HXoPqaTdhpXdjM1CfzrnYDlI+Pqe9Vwvc00DueSe5p5xiuVu7udaVlYjYdTisKymt734hvaSIrvZWG9Cf4WZhu/8d21vOcKe9Zui6B9l8XazrLE/vkihjH0VSx/PA/OtKSu7k1JcqOpValHSq4c59qerk10HKU9e1IaRoN7qBGfs8LOAe56D9TXBjWrrxf4UR4LuMyW+5ruFeGfHKkgdBj8Ca6PxtqNsdJm0YuGuL6MoFHVVPU/X0r561GF9MvprWK5Z9vysy5UE9xWM4KpeFzoptwipuJUu7ya6uZJWdsMxIXPAHYUW1jc3gcW8TShOWCj1qHGTXUeHNVuWb+zwyrGy4QKgJz/UnOK0kuSPurYVO1Sdpvc9A+FHht7GI6ldIwmZikSkEBVxgn3649ODXq2KyfC9lJZaHawzJtlRArZOSDyT/Otk0Ru1dirWUuVdCPbS4p1FUYiAU4CiigAxSFadSE0AMK4Fec/Erx7ceFBaWunCJr2YGR2kXcEQcDj1J/QV6FPLtU461xviTwppXiYK+pw4kUbUnVtrKPTPcexo5ox1k7ILN6I+bnuRPdvNc73DszPtYBmJOTyQe9eveF7HS9OtRGumwm3uII55GupFaaTjdllP3VAJxwOuaqN4B8N2ustpUb6hcXbRNJFJIFES++Bgtjj2rIuPDMfhWZdS8QX5uJZnKpBb5LzKeGJZsYGDj8a87E4lSnyU52drqyvc6qVNxXNOOhp+HPC7+Kr7XWk1aJop5hIhtJMZYHKtt9ACB+HtXqvhvRZ9MsY7e+KzyxD5ZyMluT/IYr5w08XA1aJtMEqTmX/RxGxLKc/KARyT0r6rtTMtnB9qKm48tfN2/d3YG7HtnNa/U1zqpOV2n5W2sZuu7OMVYeVAFVp24wKmkk7Cotu7rXYYnGeKbWRobYAgxmUls/T/APXXk/j/AE0R6hb30Yx5sRjwOPmX/wCsR+VeteOLyO3lsYd6iVmZlTPLKBhsDvjIrktc0f8At2xtY02ssdwkrEtjKchufcGuOKgq0rb6XO1N+zi3see6JYRPY26Khk1GaUG3j/hC8jcw7nPT6Zr1rwVYmzDoxLOFG5ickkkkn865bTdL1GDUrSUWMVqsygzTq25lU/8ALNAfu8AD6HrXoGiLALq5SFw3lsEbH8LDkj8M1U7tXOm6hBxR0sYwopxNNBwBQTxWZzjHOc1SmbGTVpzkVSmPHPFRI0ijMujkH0rMQZuVB6bh/OtG5PWqECl76NQMlmAAHc5qI7mj2OvV1dBitrSYtsLyEfeOB9BWRHpl+3/LFUB7sw4rpYY1hiWMdFGK9NHlyJKKKKCQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACsTVJt9yIQeEGT9T/9ataWRYomkY4VRk1zW9pHZ26sxY1lVlZWNqMbu5IBnpTu2KRTxS5wM9qxRsxjDcwU9yBWiFCjA7kn9azkO+6iH+1mtEZLVvSWjMar2Q8LTwABSAc041qYnBeP7bTYNU0TUriUx3QuDEI4wN8ykY4J4AXrk+uK8f8AFi23/CQ3Rto2UsxaQbtwDNzgewGK9f8AihNYWOnWGoXFt5t7HOUtjnGMjLZ9uB+NeHSNLcTs53SzytngZLMfanFe9c15/wB3y9bkVtaTXl1HbW8Zkmkbaqj1rutC8O3/AIb0K+8TXNvtuYE/0SJlDYJYAuw9BnI+lGiaRHokK3Mqh79lIkUtlYlODt9zxzUfiLxvf3umT2BkiIMgO6Jdvy/3celZOreXLFXN40OSHPN2Zo6d8YdVhmtIp7W0aBWVZ22sGYE8sMHC4HbGK9l0/U7PVbRbuxuY7m3YkLIhyCQcGvk4As3ufSvon4Z6Nc6L4OhS7VkmuJGuDGwwUDABQR64UH8a2a0ucbep2YNLTBS5qQHClphNIWIoAeTTSaaX9RSF19aAI3Te3PSqt7p32ja0bAFRjaTxVwtjoaQvWGIoRrwcJrRlwqSpy5onjHxd07ULTV9P1CGORLOO3WJZo2OFk3MWBI6E5H1rz2wQ6tqVpaXt+0cbMEDyEttBPQA+p/Dmvp3UbS11Syks72BZ7eTG+Nuhwcjp71wniD4daRLdRahZQtaGHaWWD7vy9DtPeoxHJQoOSTVlbRXtpuXSbqVEn1OV03wlfeG9Vs9Utb1plScBkhh/eFf4hgnHTP8A9avZbaYvbgh3cHozLg1ymli/S6k+0tFdROcxLt2sOehxx0rrEztGRtOOV9PavMynE1MRJznJPlVtE+v4aHTi6cKXuxVrkg5604EngCmA5qeJeBXunCeT/Geyumj0i+sUdrq1lbBQZYKyg9O4yBVTS9QaDSHedGVo7dpCpGCCFyRXT/EGcf2hbRA4Kpk/jx/SuDv9St7cx2kzMr3atGh7EkbcH0+9XiVsZOOJ9nGN7ff3/A9TD0l7G7e5b0XW47hb7xFd7lsbFPKgj9SMZI/2jx+ddR8Pm+0aI12fvXE8kjZ68nvWPD4ZgufCcGiR7lRnXDA+hyzt69+PpXZ6LZWenW4sLMjZbgBl3ZYE85b3PWvSmvdM5StdM2R0pTSCkc8cViQiGQ4zVGcgg1ck96pTHAqJGkTKuW4Pak0SLzdcs1xx5gY/hz/Sm3JyzcVf8JR+Zr6PjhEZv0x/WimryRVR2i2eiUUUV6J5YUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBlazNsiWFeshyfoKyUHGamvJPtF47g/Kvyj6CmY4wK5JvmkdlNcsRwPAFDsNtGcVBK4AIouG5NZKZL1mHRVJ/PitULtFYkGowWEUYkdVkuZ9iqTyeMD9RWwkqyLlXVscHaehrpp6RMasZX5uhIGxTxUQBP4U4HtWhieR/Ftb+91a1jjglaxtkVQwX5TNJuOB6naorB8BeF7y98QxXc0EiWUIZmc8biRjaPz/AAFe53FhDc3trdTDc1sWaJT0DMMbvqBkD0yakSCNAwRQu7Oce9N6xsiqb5Xdnid+2ZJUVyEVmCk9D1xmsfSvhv4k1K5hWSxe2glG4zzcKF65PfPt1r3u20iwtYTFDaxIpbcQqjk+pq8BjoOKxow9ne+pvia6q2t0OA8C/Dy20O1Nzq9tb3Go+aWRid4iUYAx2z1OfevQKTFLWzbZypWCijFFIYhNIaKQmgANMNKTWTr+uWvh7SJtRvNxjjwAq/eZjwFFAF929KiLtnqa4/SviFa6t5LrAI43baylssp/lXaKoPIxikpJ7G1SjOmk5LR7DQpPWlKqylSAQeCCM1ITgUwtTklJWZimZcNm8F8pZQVGSGXpWkDk1GxJPFSxpxzXHhMHTwsXGGzdzWrWlVaciSMYqccUxQAKcXVVLHoOa7DI4fxnZJfahBltrqxAPqMDg15d4r0O7ur+0FuwBgZvmY4x3B/NQPxr1HXVddSt5XJ3SxNLjty3T9K5S9jGSzNyr4J9QTXh5g3SqRqwXvbfgerhLVI8knoYep+N9UGry2mmWzL9mVVYqu5sqPm9gNx/QV6N4Qtjb6aXkQrcTbXnLMSzOV5JJ71zWhWK219qlyIirXE6sJf7y7RwD7HOa7LRj8kg7hgf0ruUuenGXkglFxi7myKRqAaRjxxUmBXk71QuX4NXpGxms25barVDZqkZNy5yea6DwRFuurqbH3UVc/U5/pXNztliK7LwVDssJ5f78uPyH/16uirzIru1NnVUUUV3HnhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJ2qpqE/2e0dh94/Kv1NXKwtUm827EQPyxjn/eP/ANaoqS5Yl0480iki4AFSAUg4FLnArmR1sY7YqlcOMZzjip5WHNZl2+EbHXBxQxxV2cVJdXGpfEKGCYMkNi+xV/vFVZs/U7vyr1XSFQ2xZAQ5b5s/pWJfaKt3qunXJj2zxRgttABZim07vXHNdZBAIIlATacc11rdW6CqyUaVurdwII7Uowo3GnAck01kL9cgCrOETfvb2pRxTQhU8cingUAKKMUClxQISilxRigBKDQaDQAhppFKTUbyKq5Zgo9c4oA8l8d/Eq5stXl03RnXFu22Wbrlh1A+nSvP9Z8Zaz4hsltNQujJCr71XaB83TtUPinTv7J8Q3losjShXJ8x12ls8/1rGHIPrWlknoXKcrcrJEnmiUpHIyqeSAete+fDDVob/wALR24mkkuLc7ZN5z1A6e1fPh69a93+E1pZw6A8kFwss7t+9AGNp/r2/Ks5Wua025U2m9Ev1PQDTCKkNIF5oMCIJzUyjigClPtQAFj2oELSjaf4uKciFiKnJCkIPvHr7CgDj/EyGTXIotu1I4QEP161z1/ZBoi44IGGH0711Pif5NSgfsYT+hrET53GRkFuQa5MRRjVi0/l5PudVGo4WkjMsLxI9ClcuGW1muN/PGFYk1F8MtYm1tdau5lVWa5Qqq5wq7MADP0qpYWQs9I1Oyv22rNPcNtVvmKsT0/DB/Gofg+0YXWki3eWJYmUN1xtYc/lTS/dfcb1Lrl7O56l0pGpwNNY5FYEoqTHrisy7f5a0ZzgGse8fg1mzZIzJWJc+leieFYfJ0G3J6uWb8z/APWrzknc9eraZD9n0y1i/uxKD+VdGHWrZz4p+6kXaKKK6ziCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooArXMy28Dyt/CMgep7CufTc7M78ljuJ96v6vcb5Ft1PC/M317CqajC4rmqyvKx00o8sb9xcVHI3FSngZqvK45zUmhWlYAGsua7jguI3lBdFYMyjqRmrNzNw2eK5TWb3Ykh3Ywp5qb6mkdNTUuvjN4c07UZIp7DUTKCAzKiMAPUfN0rasPi14M1BMjWEt24yl0jRsPzGP1r5u1o2tzrF49khWDzdseX3HAAGc45ycn8azZYCshZSQOmccV3JHA3dn1ZL8TfBkOd3iGybAz8jM38gabb/FDwZejCa7bp/12VkH5suK+T1DKoIz3pVkZehIB9KBWPs6x13R9TA+w6nZXIP/ADxnVj+QOavlF9MV8SKpZmIwDt3Kw9q1bHxj4m0hAljrmowIOiidiv5NkUBY+xTGOxppXHTmvmKz+NfjO1QJJe21yB3nt1LH6lcV0dj+0DfocX+iWso7mCdkJ/BgwouFj3rBNBU+hryux+Pfhudgt3Yala5HLbFkUH/gLZ/SumsPiv4KvgAutxQsf4blGiP5sMfrRcVjrDxTDVW38RaNeoGtdVsp1bp5U6sT+AOazrrxjo1rIUnkkVgcEeSw/nSckty4U5y+FXL2qapZ6PYteX0pigUhWbaWxk4HA5qCIwXkCXyXKS28o3I6HKsvbBrltd+InhNrRrW5hurxJMboVhAGPcsQK8x1eTRryVrrw9qFzZqBuaymVlKnuylSQfcdaaV1c0guXTZ9f+Ab3xFFjfeJrdJFliihtyXkVOTyTyT6D8s151fzWO8JZQsFXgtIxYt7+lel+Cb9/Etrd6Td+XdyRRhkkwSzIThlbcBnnFTa/wDDCya3E1sGtZM5cqPlI+nQUc3R9DqdOE4WptXffc8gzk+le0fCeCZbGKUIUhAkLMeN2e/5/wAq57wz4IW314Ldx215b5CoHP5kj8/WvXJ1tNH0e5cW2LeGBt0ceASoH3R0AofvNWM+WWGi1NayTVild+JtKu7aWOx1WIzLkDyySSR2ziqmmeILk3yJcyBom+U8AbfQ14Ipv7O4draN4o2clVDqxAzwMg8/WtiHxZrdmgSS3Lem6M8/jSlCXNdG2Hq4ZUnCond/P7up7xZa4lxctHJtVSTtY8D6ZraAzivFtE8fQLCYtQtPLLlQWOf0BFds3xJ0O08uCSYFwAMK2f6ULmWkjKvh4TtKlt6/5ndKMDjrSogXJPJPJPrVDSdR/tOLzFgZEIyrMeorSKMeAKaaZxzpyhJxlucr4pVjeRuPumL+RP8AjWD5qwwtK3RRn610fiZGW7gB5Vk2j2OT/wDWrg764Ml1dWoJzFGj49iTn+dZSdmdOHp+0si1r9u13NpqR5+YSkkcHAVTj8cgfjS+B9Bi0C+voY5mkZ0TzMjGGBbOPbnFa8EsQW3QgMVUS9OcKM4/EgflVfw8sqaxfJN/rQAXGc4JbP8AWom7LTqdcFzUmpfZ2+bOr7U1xhfanDmmP0rnMVuZ8565rFu2ySBWxcNgmsK7b5jz9KyZsiO0i8+8hiHV3VfzOK9aUBVAHQcCvM/DkPn67agjO19x/AE16bXZh1o2ceKfvJDqKKK6DlCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqCeZYYWkboB09T6VPWLqU5lmEKn5U5Puf/rVE5cquVCPM7FEFndpHOWY5Jp4Pekxxig8CuZHWJK+BxVCd8A5qzM4VTWVezkKeaGOKM6/uAobnArgPEGohUk5O0KScV0OsX21WG6uLm06/wBeeS3sYHnnYbljQZLY5IH4CimrsdR2RyKosanPLcsfYnmmD7g9zTpIZbe5ljmDxyRlleJ1KsrDqCDyCKiR9y4PpXecAOqsagaKpzkMfSjGaAKyB0OASPpULjJ5yTnBJOTVzHODULoRIR0XOaQyEpgU3ipp/l3YpqRnAzSAjyRShj2zUhUCkwPSgBgBB3ADd645q9FquqKoRL+6wo+VTKzAfQEkVWA71IhCnPbvRa41Jx1TD+3L+Ry0siynp86g/wAsVeg8SIlsYptIt5GPWXzZA38yP0rHaHy52/utyDUw2YAKg+9FtLFe0knf/gnReF/G8/hnWk1K3tFkwpR4mkIDKRyCcfQg+orv7743218ixppt5boRhl3K2fx4ryQQxsOKDAM8E49xQ1cdOq4SUkloeo23xC0RuZJJ42/2oW/pmptV+NG2JLTSokEapteaZdzOcdcEYAryYxEHlhSGLI4xRGKib18bUrpKaWhoXepx3t1JczPCJHOW2qFGfoOKZFcw84nRT2w+KzGt8ntUZgI6VfMzjeruzfTUtg/4/WB/67H/ABrU0bWIINZtnvLpHjVtzCSQFTxkZP1xXEmJh2puGXqKmUm0XTkoSUrXsz6l0r4reEo7HN7qtvBIoHyqGYt+Cg1R1H49eFbUlbOC/vW7FYhGv5sc/pXzPk5I5oJNQlZDqSU5uSVrn0Np3xRsvGc0sRtDYTQYaON5N5kXIBOQByCenoc+tI9u1v4ygbrFdRMrfkeP5189q7xuro7KynIZTgg+xrvvD/ja8ubaGwu5Wk1C3kElncudxYcZiY9844Pvj0qJx6nThaiT5e6a/wAj0PW5ZdOuy6MzBdOc/Kf7pyTVj4fakdTe4uCG3MisxbqSWNQ6zC9zrSTLnyZtNKKo9ZGXP4AZrT8Baelvo0V2sXlecFjAzkttUbm9ssx49AKymtDujUaptS7fjudmBUUpwDUy9Khl6HNYvY5FuZl02AawblvmNbN62AawpSS341l1NlsdF4LhL6s0naOMn8Tgf4131ch4Hg2wXU5HVlQfgMn+Yrr676KtA8+u7zYtFFFamIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUdKAKt5ci1gLcFjwo9TWEoOSWOWJyT6mp7uf7Tckg/u1+Vff1NMAwK5Zy5mdVOPKhPWmO2BTi2KrzSACkUVLmUAEZrntSuyqnkVqXswVTXFa1fdQDzUPU1WiMbU7lppig5ya9H8M6MfCXg6+1+ZIxfm2aVBLkBVAyqnvknH6Cuf8A+FzreqfbrtM2duwZg3R26gf1P8A9evTPGZiXwTrXnAeWLOTIPrtOP1xXTShbU5a076Hyxreoz6zq17qMtuqXN65eVh0BPYZPA4FZaIUJz+tTyqCSSMk+9VjuU8Hgdq6DAexB6UIckg0wOM807jOR0NADiuTUTgMQTxgEde9SB8EjtSOFZST0BoArXA6HtmpAc4wCOKSbDJx2pyMWAYgBf50AMK5pCuDzT3OD9KYTxQA5QCOaCB9KQNjmjPegBSVxscfL2PpSGKRVDAb1PQikJ45pAxTlSV+hpAN8zaeWx7Gj7WU43ipTOW+95Tf7yg0m6POSlv/AN8CgCM3477TSfbkHVV/Kpw8Z/hiH0Qf4Ub4x02j/dSgCD7arDiMn6Cj7Q56QN+Rqx9oTIyWI9Av/wBemmUMfuOfyFAEJlmJ/wBXj8aEE0rhFTLMQqqPmJJ4AAHU1NuXumPqTSxy+RNHKhCsjBgRx0PqOaAGXum3tg0QvbeWAzIJEDoV3Kc4YZ6jIP5VUwOa2da1mTWGtY/LWKC1jKRqGLYB5PJrH28ZFStdynboNKg0AOjq4YqQeGU4IPY0oBpSSEP50AeqeF/HAupre1vVVLmPCqw+7IAOMDsfUdPSvYtNgt7fR7CG3bdGu/HGMZbOPyIr5WiUMFYEhhhgy8EH2r3r4Za3ea5pM320qXtpFj3KMbvlHzEepAGcelY1Y8q0O5VvaQUZbr8T0AdKrTtgGrIPaqtycLxXMwW5j3rYU1iN8zfjWpfv1561mgfNWZv0PRPCsPlaHGe8jM/64/pW7VLToBb6dbQ4xtjUH645q5XoxVopHlTd5Ni0UUVRIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVnapceVbiNThpOPw71dkkWKNnc4VRkmvNde0DWZ9Wm1fRdYlinc5+y3D7oiMAYH90cdMH8KzqSsrGlON3c6hQAPpSk8VxNj45ayu107xNZPpl03CykZhf3Ddh+Y9xXYJcJLGHjdWVhlWU5DD1B71hax03uLI+BVG5mCqeamnlIBrGvrkKhyaTY4ozNVvQiNzzXLWNhc+INZis7ddxdsZPRR3J9gKsardtLJ5a8knFem+BvDg0TTBc3CAXlyAWz1ReoX69z/APWqqcLsVWfKjodJ0u30bTYbG2XEcY645Y9yfc1y3xcv/sPw9vVAJa6dIBjtk5P6Ka7qvPPjLtPgJ8jJ+1RY+uT/AEzXUjiPmt2LMAKjKGp3CgkAimg464qwICpHUUZI6VYIBB71C6dSBQAwH5iO9OBwxB6Gm7cNk089R3B60AMk6HIxxUSyEKq44zUzjPPeqpxvAHQHk0gJSOnWkPFLjmk+lACAc/WjJzgdKXkUZoAYdxpApJ61Ltz05pCCO1ADRGDjPNPEQHam5P40oZsjimA8Ko6igFcH/CjzOeVpd2ei0AINvvmnDOOP0o+Y8bRSEOB94AUABXnkUwrjPalYseBk/jURids/MBQAgwGGB3qMA4HXpUggdSDvLc0wI3fNSMb9aUDII9acF45pQvoaAJLVv3Qz1GRXu3wd3N4dumJO37Udo9PlXNeDw5Ejp3PzCvof4TWbW3giKVxg3E8kg91yFB/8drOt8JrS+I7k9DVG5frmrchwtZ12+FNcMjriYl++XIqKxh+0XsMQ/jdV/M0y5bfMea0vDcXm65ajH3WLfkCaIK7saSdotnpQGBiloor0TygooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigApKKgupxbxFz1PCj1NDdgWuhR1GfzJBAp4Xlvc+lUcbacASSxOSTkk96Rz8vWuZ6u51xXKrGfqdjZapatbXttHPE38LrnB9Qex9xXB3Wga74Sdrjw3cNeWGdz6fM24r/un/DB+tegPljgVBIWVSSOB3pXsO1zjNM8d2GpgwTbrW7X5Wgm4Ib0Hr/OmanqQO4A59MUzxfoWnazGXaMRXaj5J04b6H1H1rnPBGi63feI4rK6gnudNSQJPPHgmIEHaSSehxjvQoqWw3JwWp2vgfw42qaj/al4mbeFsqCOHfsPoOp/CvXar2trDZ20dvbxrHFGNqqOwqxXRGPKrHJOXM7hXmfxuuRB4HjTvLeIB+AY16ZXknx085tB0tBGxt/tDNI4HAYLhR7Zy35VSJPnmWd9xwhI+tM+0YPKsv4VdIQEjofemsqtklARVAQLOH6Nmnh/UmoXt42OVyp9uKYWli4PzKPzoGWiQelGcVAk6OMZwfQ08NnrQIe74VsLk5quq/uwec7unpU4I3c9OlNPyFlOMH9KAEA5zT9mRzUZOByaQuMdRTAlCr0pyxqTVcSe9SCYgDBFICXycHinhBjnpVf7UR6UfbB3IpgWDGnHFIFT05qAXq57UfbF9AaLgSskZPNNK4HBXFQm7Tuq/hTTdwnqP1ouBMVcHg00o3U8moxdwf3mB+tNN1D6t+dK4Ex303LelRm8iPr+dJ9qiPrRcCcbiDnqORTXVg52gYzkUxbqPsTTzPGw4OcHGaAIiDnBpApzkGpj5TgYfafegRZ+66t+OKBiRFvtCALkkHHvX1d4e04aR4c06wP3oLdUbHdsZb9Sa+afDGmvf+K9ItmQlXu4w3oVDZP6A19UE/L9ea5672RvRWlytKxzWbdt8prSdc5JrPu1+Q5rkkdkDmpT++Peuj8Gx79XL/3IifzwK56VcTsK6zwTD+9u5mHQKoP1JP8AQVVJe+ia7tBnaUUUV3nmhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFMd1jUsxAAGSTQA2WVYYy7nAFY00zTyF34H8K+gpbidrmUschV+6PSoHPBrGUubRG8Y216ilgelQSuVQ4xUT3GwnnpVZrpXIOag2jEsgNtBIqnevtjPOKvLgrkd6y9SkCxnJBHvSlsXGOpyer3C7Tjh+cEV6L4J0X+x9BjMi4ubnE0vHIyOF/AfqTXB6Np39teK7eEgtBG/myg9Aq84/E4H417HWlKPUwxE9eUWiiitjmCud8aWkN74K1mKdAyi0kcZ7MqkqfqCBXRVheL4mm8G60iHDGzlx/3yTQgPkSZMMRUJdl6Cp5wfMPeosY7ZqxkRmQnDfKfWjnHBDLUhQNkEAioDAyHdGxU+h6UhA8Kucrw1MXcpwevrTxNggSKVbsexqYqrjHBoAiOdtOZtygk9Pal2lcg9D3ph9utMBhXng9fSjZkdacBkU4cEZFICExHtTDG+OM1cBGOlOAB7UWAoGJ6BAxPJrRCD0FIUGOEzRYCotvF/Gx/A0429tjlmqdrcsepHtim/Y1xy/wBcUWAgEVqvXLfWj/RR0jzVkW0C8tgn3NMK26HgL+AosBGEtmOBH19qcbWH+4BTjOq/dT9KYZyxyRTAYbWP0pptU7VLuDDGcUmPQ0gIDbL2NBhICgEYqfafrSEgKuc4yeKVhkHlsO9PCtTwQRxTlGTQB2nwptnuvH1kTkpAkkzfgpA/VhX0YRha8m+CmiFYdQ1uRDhyLeEnuB8zEfjtH4GvWm4WuSq7yOqkrRIjgA1n3YyDWg3oKqToSDWLN4nMXERE5I4rufCEaro+8Dl5GJP0wP6VydxDls4rpfCNyDbT2hI3RtvA9Qev6j9a0ofERifgOpooorsOAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBO1ZF/dec/lIfkB5I7mp9SuvIRYkOHk7+grIZwq/Tmspy6I3pQ+0yXKopY8VVuLjCnFQXd2FIAbjrWRe3wVD83aobsbxpt6sS+v1jVmLYIqjp94ZmXnO5jj86wNRv2lLIG4PU1reF4vNZpj9yMbV9z3NZN3N1GyOvSTEWB2rB1u4Kwtzg1tHO2uV8QufKbJpsI2Wp03w4swNPutQYfPNJ5anvgDJ/U/pXd1zPgKHyvCNqf77O/wD48R/SumrqjseZN3k2LRRRVEhWV4lz/wAIvq+Ov2Ob/wBANatZuvLv8PakuM5tJRj/AICaAPjuXhjk/Woyx/CppRhifaoCeMcVYDN3NBb3oNJ1NAAShGHAI96hICcxvx/db+hqUqCeRSGNDnIpANWYN8p6+hpCRnIpslupHykg1AWliOCNw96ALAbBzT94wM1UWdXOOh9DUobIwM4HSi4ExcY6jNL5q+oqADNIUzQBM1wBnBpvnM3SkWLJ6VMqBRk0AR5dqNkmetTnpxQCOeKYEHzqeealRUYZK+1PIAOT1o+UA4A5oAaUTGAKYUXJp2T680055oAYY17Uwx+hNSEt9Kbkn8qQDAjjo/4U4HCjPqaUds0hD7QR6Z/WgYgbg05Tjn0FM2kdakQZ49eKAPqLwVYppvg7SrZF2lbdXb3ZhuY/m1bjHNV9NUR2ECDosaqPoFAqaRtoJrgkdqQzOWprrkc0iOG+tSHkEVNi9jMuIxg8VX027On6pHOT8oba/up6/wCP4VozrlcVkzp82fwNJOzKaurM9HBDAEHIPIIp9YXhu++1WAidsyQHYc9x2P8AT8K3K707q55slyuwtFFFMQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUnaiq91MILaSU/wrkfXtQwWuhj6g/m6i5B+VFC/wBT/OsO+vFgVizcAc1oyuUt2djlm5J968+8Tao1uGG7Kng46iuSb6np0YaW7Er68su5N3zIxDc1lXupPNn59q5rnoLvY0shLM0hyc/KB+JpwuVdsl1ZvReQKjU6HZFx3LsqLwzHA9veu+0KAW9kiAY46Vxei2Ml5dByrBR0yOa9DtYGjiAxjAosZyehPI+EOD2rjtfZmfBPeuvlUCJiT2rmGtBqPiCzsxz5syhvZc5P6ZqluQ3aLZ6f4ctvsnh3T4CMFYFJHuRk/wA61qYqhVAAwAMAU+uw8thRRRQAVUv08zTbqPGd8LjH1Bq3UUy7oXXuVI/SgD4xnG1mHpVcmrV8pW4kB67iMfSquOeKsBDQB6ilLD1phmVemTQA8qD2qMrg9ajMzN0NNDnuaQEpODTW2sCCBTMn1pcjPNAFeW2zytRhmT5W5+tXAecUx0Vgc4xQAyKQMQpP41bEfQ9qzniZGyp49DUkV25GwnDeh70AaA2rnFGQAahgLvnPFTFcKB60wGmkHXmjocZpevagAGM0EgZp4U0hUcZoAaWHFNJGPanYU9c0xlzxg4oAYzrn1phdfQ08qAego4pAM8w54Q/jSM7YCgchRmnnJX2pr43N9aBjQx4p6tjn05plPAzxSA+ttNlV9NgdTkNGrD8VBp8rZXrxWD4QvPP8IaRIx3E2kYPuQuP6Vpz3AERI7Vws9CK6jrWVGklUnlGx+mau9Vrz6215o/FU1sW+WUqF+uDXd28haNSe9TEqpGzGzj5TWZKvBrVmI5FUJwEUt60MI7Emi3RsdUjZjiOX5G/HofzruRXnIKzR8da7HQ7w3unoztmRPkf6jv8AiMV0UZaWOXEQ15jWooorc5gooooAKKKKACiiigAooooAKKKKACiiigBKxNeuNht7cdJCWb6D/wDXW3WD4ji3JbSAElGI4HYj/wCtUT+F2NKNudXMPVrhYrQtuIGP4etePa/dPd3jR796A5Dev1r1DX7hILMgnBC/rXkYmSW8lYhsKxY8dBnGT6DJA/GuZ7nrU42iSW2lqyhipJPrzXSaV4ZlnIYgKvuOak0S2jnRZDjH9K7u0WBIlUEZxSTuOSsipYaStsqqjH8q1fs8gXKuM9simm4igXDMAaryarb4yXCjtzRddTPlk+hBfyXEUTBkJ915FQeBrY3viia7dW220RI3D+JuB+maqanqtu0bATLnHAJrsvBOmNYaIJpgRcXR8xs9QP4R+XP41dJXlcxxMuWFu51FFFFdR5wUUUUAFRykiJyOoB/lUlBoA+LtQY/apCepY/zqiX5Na2vW722r3kEilXjndGB7EMRWQV5qxjGJIxTNpPvUpFJgUgI8ccUYp5FGPTigQzBo6GlNFADR0o3EUtNJ9aAA8jtVeSMHkdamPFMPIoA0LYYgjJ5O3JNK2TimWnNvyfutipGYY44pgMKHvxRu2dTmmM/qaYZTQBP5mTwPzoLDbgkVWLseg60bHagCUy44FR7x3JNNETEZJFIYvc0gHl19ab5i+tMMQ9TTTCOzGgCQuCQBk8jj8aaeWb6mmqm1gevelG70oGOPSnA4phPIpQeaAPffhZdC88EwxliWtpXiOT0Gdw/Rq6u7Q+WcdxXnHwWuT9l1e2J4V4pAPqGB/kK9MuHDIRjtXDUVpM9Ck24pnEaR4b1i48XS6nBpzXFt/q45WdQitjDE5Oc9uld2lneWN0IrqWMkoGCx5wCSRjJ69BV3wU+bG9jP8F0x/MKam8QhVurWQHDMGXr1Awf6mq5FycxDrSdXkZmXLlTkGsq7vB5bIDya0rlSU/Cuav22bmB5Xj9ayZvAnsrzy5CCeBzXY+EA7R3Uh+4zKB9QDn+YrgLZCTvPc8fWvT/DsAg0aAYwXBc/if8ADFaUVeVzHEtKFjYooorrOAKKKKACiiigAooooAKKKKACivkD/hdvxD/6GH/ySt//AI3R/wALt+If/Qw/+SVv/wDG6APr+ivkD/hdvxD/AOhh/wDJK3/+N0f8Lt+If/Qw/wDklb//ABugD6+rE1udFYIzYCqTj3NfLf8Awuz4h/8AQw/+SVv/APG6p3nxX8bX5JudbLkjBxbQrx+CCpmm1ZGlOUYyTker+K9WWSVokbIORXIWyreyTWEakmZk81gf4VJYL+LbT/wEV59L4s1uYsZL4tu5P7pP8KS08V61YSNJbXgR2OSfJQ5P4rWKpSR3SxdN2VnY9zttGaztlNvK0bAdM5U/UGtnR9P1CaxhuZJgpkUsUC52jcQMHPcDP4ivBG+JHix0KHVvlIwQLeIf+y1PF8VPGcMSxx6yAiqFA+ywnAH/AACkqD6g8dHS1z27WbXUY4d8cgkA9V2n+fNa2laJbWcIknTzbhgGYtyFOOgHavneX4neMJgBJq+QMH/j2h7f8Ap5+KfjQkk60cnv9mh/+IoVBoUsamran0P9mj1TXLSx8tTEzbnGONq8n+WPxr0QKFGAAAOgFfGtt8U/Gdpdm6g1gLMVKljawng/VKv/APC7fiH/ANDD/wCSVv8A/G62hHlOOrU53dH1/RXyB/wu34h/9DD/AOSVv/8AG6P+F2/EP/oYf/JK3/8AjdWZH1/RXyB/wu34h/8AQw/+SVv/APG6P+F2/EP/AKGH/wAkrf8A+N0AfX9FfIH/AAu34h/9DD/5JW//AMbr6n8J31xqfg3Q7+8k8y6utPt5pn2gbnaNSxwOBkk9KAPnj4uWK2Xj/UNgwJtsw+rKM/qDXAGvXfjrZ+V4msrgDia0Az7qxH8iK8jYDOKoBhpD1oPWk70AKelIaM+tIelACGkNKetJ1NADTmmnrT+2cc0hoAjI4pvXinmmHg8UAXbTm2kXuGz+lIRnvTbI/LKv0p564pgMKDvzTgijHFJ3pxJwKQBxngYoJ47Unb1oP3aYCE/yppP0px6fSmk9aAGnrSEetKe2aQ/5zSAQADn270hYdqdjhs46D+dMOM0AHagdaTtSg0DPSfhDdiDWdRhJx5lsrD3KsP8A4qvWZbpWBwV6c4avn3whqb6X4ktJlbart5L5/utx/PBr2R1mKnLYrirpqR6GFs4+h1Hgu8A1m9tOMSRrKv1U4P6EflXSa6Ea0iDKrHzRtLD7pweRXDeEw0Pi61BziWGVT+QP9K7rX8+RbkdBIc/98mtIv90ZVo2roxLkDy+OuK5G/XczjPG4CukvpxHCST2rm9wnBY/d3ZP0ANc73OmK0HQphlUc7Rn8a9VsojFZW8J6pGoP1AFee+HrYXerwq4yu4uw9l5x+eK9M7V0UVpc5MS9UhaKKK3OUKKKKACiiigAooooAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvqH4JfZb7Rl1K11LxPOltbpYywajco9osu1GbyYxyAuAATjCt9cfL1fZ/wz06LTPhr4dggaUq1lHcHfjO6Ueaw44xlzjvjGeaAPNvHMb/EHxDqQl1CDSPDHhktb3WqyI5aWc43IoIGSrALtBzznLb1FcLdQfDxrG4Gl33idLwxs0D3wgkiLqCQp2fN82NoI4BYE8A16nb2drpvhvxxN4gsJLq3tPE09/wDYlkGy4DrE8QkAOGT94jlTnGBkEjFcRoV3ofj/AFpfDd74c0vSr27hk+w3uj2/keTIq7z5se7EikIcZ5HIGNxZWgPNTSHrSnn60h60xifjSGlpOaBBx3oIoOKSgAxTD7U4nnNIRmgBh6UwinnOaYaALFnw0mOmBUx96isvvSc5+X+tSv3FADM8UvFNPXrSjgfjTAd296T+CjPGDQMUAN6DNISM04nFNzz70ANP40hzjpSlmzxTCW5+akA88Kc8dKjJG44pxHA5zzTcUAH1oHWkJpRSGSxsVIIOCDkH0NfRfhq8s9Z8L2l80KNLImHJxkMOG/UGvH/BHgq48V3EjtK1vZQkK8oXLMx52qOmccknpXsGleGofDdibLTp5pVZtzidwQCR1GAMfTvWFWS2OvD05b9GPtr+30zxJayiJ5W8uRIokGWLEDjPQDrknoK6W/vZLhRJMVAXlUByFP8AU+9YcNtZ6dIbuRhLdlSu8/wg9lHYcVUvNUa4JSPJz+lc7k0rHXKEXLmItRv97GMHJPHHaqgdlRUAPzHc307VYstOku7gRwxGWUnsM4/z613mj+F7XTgs9womueu4jIU+w9fenCDkZ1K0YLUm8P6Wlhp8Ujx4uZVBkJ6jPIHt/jW9RS12JWVjzZScndhRRRTEFFFFABRRRQAUUUUAFFFFAHwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX2/4E/5J54a/7BVr/wCilr4gr7f8Cf8AJPPDX/YKtf8A0UtAEuqaVptzb6nNeWZnW7sxb3KqxzJEnmMFHIwQZHwRg5PXgY+erXXvCXg1Lu98KWmrXGuyp5cV3rPlOLVSCGZAnViMDkfjjKt9PkAjB6Gvj7xTYHS/EmpWWMeTcyIPoGOP0xTQGD3NNIweacetNNMY0n0oz1GaOlBxQIbRSH2o7c0ABJppJ70p4ppNAAWzTW6UpA7U09aAJ7IYlf8A3P61YfrVeyP75x/sH+Yqdzz60dAIs5pcdOaTvR+FADjQOnegUoHHtTAaaQ9M96ceKaaAGn2ppFOHajvxSAaeAPqf50zvUh7evNNwPwoAaetKOtGaAaQz0fwN4wstG0SSwurg27idnVhGWDKwHXHcEV3th4gTU7RXtLgSIxI3lCMkHpg/hXgUQJYV9Q/CXSks/h7YSSxL5lw8lxllGQGOAfyArGVFN3OmGKlFWa0M628Narqp3kGOI/xSnaD9BjJroNN8Cw25D3s/nAf8s0BVfxOcn9K7LiimqUURPETkVbaytrSPZbwxxL6KuM/X1q3RSVoYbi0UUUAFFFFABRRRQAUUUUAFFFFABRRRQB//2Q==", "path": "029905.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029906
Women Tops & Tunics
{ "bytes": "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", "path": "029906.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029907
Women Tops & Tunics
{ "bytes": "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", "path": "029907.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029908
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAIAAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD0miiiuM8EKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooqnqeq2Oj2hub+4WGIcDPVj6Ad6Y0m3ZFyivNNW+LUMLlNMsDIO0tw20H/gI/wAawI/i3rBnw62wUngGMY+mafKzqjgarV7WPaqK8ysfiq+8C+09DHnlomIYD6HOf0rrrPxt4dvEQjU4YXYZ2TtsI+ueKVmZzw1WG6N+io4Z4riMSQSpKh5DIwYfpUlIwCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiis7WtYt9F097mZhuwdiZ+8f8ACmVGLk1GO5X8R+I7bw9Y+bIQ87j93Fnr7n2rw3xBrt3rN495dytIeiKOAB6AdhVrW9RutWvZLu4cvLKdqL2UZ4//AFdh+Nchqdw0l29vHkrGdv1I6mritT3aGGjRjfdiS3N0WyAqj0UZxURuDIMSDDdmHGals9NvZ5AqW7sD6CtqPwnesw3xEZ5yQfzqnKKOhQlIwzdyuEwSTjBxVqF3EQY5ye5rXPhS6giZwnzEEYB5BzVN7SSJPLl3oV46Hj9KFKL2B05Lcdp+qXumXAmsbua2lBzmNiufqOhr0/wx8T2nkS111EBPAuoxgf8AAh/UV5I0bKMM25f7wqaGRipOclevvSauYVaEKitJH1BHIksayRurowyrKcgj1Bp1eN/D/wAZNpV0mnXspOnTNhWY/wCpY9CP9k9/z9a9krNqx4tehKjKz2CiiikYhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBDd3cFjaS3VzII4YlLOx7CvHde1qfXr5ruRSkK8Rx5xtXqPxra+IOu/btRTRraX/R7Y77px90P6H/dH6n1ArjmkEzeUgIhj+4vqfU1SR7eAw/JHnluxIInbfM4H7tDJgjoe1HhvwrHcf6XPEZAzcL/fbr+Qq6IDLElrEMS3DhQPQZ/wBNekaJpccUMYVcBB5cfsO5rGpNrRHtQpxer6FbS/D1vFHgxKD3ZR39B7CtA6TEMAFiPetr7OsahQBgdMU0xgGudp9TTm7GOdOiVT8vJ4JNY+paHa3KHfCufXFdY0dU7mIEYxSWhSdzx/XvDn2YNNAML3H9a41pGgn3dPWvcNUsw6MCuVIwa8h8Raa1jesAP3b5Kn+ldlGpzaM5MRSS96JWimWNj3Rv5V7n8O/EDatoxsriTfdWYC7ieXjP3T+HQ/hXz5FLxtPOK7b4ea0dM8U2YZj5Up8h/dW6fkcVrJHm4ql7Wk11R7/RR04orM8EKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKyPEuuReHtDnvnK+YBthVj95z0/wAfwrXrxb4j6u+qeKGsA+LWwwnHTeQCx+vb2xTR04Sj7Wok9upz8Ukt7K7kkyOxYkjGSeSf89KvwRRwKrAlmPXjoe5/D/CooJ4YbQ4UKrcAj29Pf3Ptn0qhqGpHZsRsALjj09BVH0aVjqPCw/tDWpJFyUtxhR/tHgf1NesWUHlqq4+6uK8v8CzfYbD91btcXsrmRkUcIvQZP513CeIr6wXffaRIin+JelcsouU7nVe0UjpSp6EVGyis+y8T2Woof3ckEi9VfuPUEVphlkUOvQ9KTVhK5AyVXmjAUkmrNxMkEbO5wAMmuG1jxZdz3LWelQhmztD7ckn2qVC407GvdiPackAe5rhPFelrfWblAPMX5kYVfn0O5mj36pqcvnH/AJZRt92qVtbzWsjRCUz2b8KW+8je/saqMVF3TLd2tVoeUSAxyEEEe39Ku2Nw0UqSxnEkbBlPuORVvxJZLa6nIo4DHcPrWTA2yZQeOefau5Pmjc8ya5ZWPrCxuVvNPtrpfuzRK4/EZqxXP+BpzceCdJYnO2Dy/wDvklf6V0FZHzc48smuwUUUUiQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAMvxFrC6FoN3qDGPfEn7sO2AznoK+cbnUpLi8muJHLPK7SM3qSck17T8WJJYvBReLH/HygbIyNpVx/UV4LFDJPJnqB1ZulaRWh7GXJKDl1ZofbmYZzk9APSpLOB7y7UHn5gPqaYViSD9yA20cyHoT7VveAEjvvEaK2CsaFgMcFhj+WaU/di2epB80lE9Gs7uy8K6VAjukCEAyyMerd8mnv8AEjQZl8mW5dscF1Usn4EDFM8R+C4dcdLiNmEiEFoy52Pj26Z96o3/AITlvLuGZLVbTywoEcKjbwNvf1HauaHJa7Z1zcm1yo2LS507UENxYNFKoznYe34V1WmXEcloF24I4Fc1p3hsi8huiggeFFjBjAG4KMfN2bI/GuiiAFw+0ACoaSehTd1Z7nNeJdTl+1fZIBndwfYd6rS3dro1vdxadZSX11apuujGABH/AL7nhfpyfbHNSaxH5esCUHBA61Z07R7SbTmFvmEyBkkCEgNngk+pPqacHFfEKafL7uh51qHizWtQdmh0+2WJVLFYpNx4PPOcZHpgVY0DWW1J2T7OyMB8644FdfJ4LYMwjmWNW4JQYJGfWpI9Bt9KtCsajPUn1q5Tg1oiYqaesrnlXjiDF8px1QVyCvyFYjcOhr0rxdp7XcsJQc4K/rVXTfDYt7KKN7Fbn7RJiTKlmIPGFx37/hW8KiUVc550JTm7HqPw2Yt4A0wkg/6zp/10aurrmvAFobHwRp9sQQU8zr3zIxzXS0nufLV/4svVhRRRSMgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAOd8dad/angrVLcKWdYvNUDrlCG4/AGvnO4dIERCAd/IHYCvqTUrqCx0u6urnHkxRM7+4A6V8vajAJJvMVsgeg6VpBnrZc24SRX8yW5tyRnYGIPHX6/nXYfDNdniTaegjYLn8Ca5/RYBJbmIkje/y/j6/lWz4Pm+xeM7PtFI3lc9gQSP1/nRVd4tHq0VaUWz3y327RVoLmqFq44q686qMivPTO6UddB7lVibnB9Kq24LylgO1MMjzqzquQP1rMt9V1GOe6aXT2gtEGElMnzOf9zGR9c1YKLtoVfEduUnWQdTxVnw9cRSRGDdiUHdg9/Wuf1u/wBSu72N44FEAHJlB3N9Bxj680W7y2zJcLw6nPBpMtK6szupBtU1garNhSPWtZrtZbdZVIwyg8VzOqzb5MA1NxQiY1zbtdFAuN2eM/WkhRJ7KNZswyxMhfYOQQRlgCRg1cWGZ3TyyioMb2Y9O/FYOvXa2OnziOVnuLkmNWI9euPw/nWsdWkhXUYuTPUfDjb/AA3p8nmGQPCHDHuDyK1KwfBUwm8F6Sw/hgEf/fPH9K3q6D4mtf2kr92FFFFIzCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAopGZUQu7BVUZJJwAK4bxR45it7GSPTmY7wVS4HRz0Oz26/N09KDahQnWlyxMf4oeKUks20i0kBXdmUr/GwPT6A8n1OPSvLo50iiWchXMqMGVueeg/HPP41JfTm5ZYgS8p+8fT61SMLmRYiPliUk8dh6/jWiWh79KlGlFQiWLYtHZ5U8oR+ec1q6dcMviOGUt1ZS2B36fzFZUIP2YAdSw/lXR+F/Dl3rd/bXUQ2RQbDKxzg+g+pIOKmT0Z0w3R7DbyMYUkXlWAIqf95NjHSsfwTqS6n4ctpGIMke6Jx6FTj+WK6hFUcYFee007Hbz3VyNJ4IECNIoI7d/yplzeQCNdzxkHnbnn8qzNU0see1wnmKr8uY2IOfXHeqUlhBPAnl375I5HmEEfWtoxTRcKcZa3Lt/rFooRCI3HQgHNYV3rGno2TGV5wBs6n046029stOt7YiR/NkPTMjMc1nWOmIbkTGEIFPyr1NEoxRpKnGK0Orst09hLMRsUEALWLdfNKT71tyyR29kIoyRnk59awryVIYnlc4VFLE+wrJK7Mb6NkUuo2sJMLSqrhQWGemegrz231CXWfGVvHdIYovNMSROCNi89R6+tdh4b0cx6dpniW+G5Zr6WObzsFUhYELxycg8jj6dK5vxHJHZ+N0vkRA8UuyUKdyu8TBWOe+RiuqkuWTOOtU5kkj0/4ZTb/BkcOf8Aj3nkj/Xd/wCzV2FcP8OJE8jVoouIvtKzIuc4Dr/9au4rR7ny2KjatJBRRRSMAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA8p+I3iTUF1KTS4TIllGFDiNcGViOAT3HoK4+3ube8Gyd2eYD5jkiO3Xvk87m7ccDtk1tfESOS28V3sQ3r9o2To6nBwyYIHPXI6+hrmZbq10yEQQujTHIZYcOwHuTwprXS2h9FhUlSjbREF20ULuYSREvChhgmoraP/AIlTztnzbhtgP+yP8/pVWbzJwMgRxscBQc5PufxrU1Rktora1hGBFGCwzyGIzj8yaTVkdCd2VYwAinPWTI9sA/4VteHtbgsL63XU551sCQr+UxwuCWUkDqMk/nWJGhQxg5+Xk/y/rVC8ybSIZ5ZiR9cdKnl5tC27K523h3xfb+HfEtxZPdpcaXJJiKdBwozlWPHfJznmvZrW8juI1dGBBGQQcg18nxrukUdOa988IxyCwnjjkK+WyFF/hwyA4x9c1jiKajZrc0w83NO56AuGHPNVZ9NtpiWMKE+uMfqKoWmptG/l3K7GHc9DWj/aMOzg1gmup0Wa2KJ0exiGfs6A+tVbpbe1TCKq/QVcu9ShVDkiuS1PVVZ8A5PoKB6vcuTXQbkngV5/4v8AEHmTxaXC6xpIwMsrHC49PpW7K09yMPkIf4RXn3iqPfq8oHSNE/rWtCKctTKvJxhoekSeKvCukppos5AUUqZEXksyqQHJ+rHA+tcV4hvLTUNWnnsWlNqWLRmZcMWbBY47cisKG3hhkYEDJQFc0kk53svYDI+oreNNR1Ryylc9a+EFx5o1Jc87IgQfYtj/ANCr1CvHPg1If7Z1OMfca2V/x34/qa9jpvc+fx38Z/L8goooqTkCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDy74vae5Gn38WAGV4JGzjgfMMnsK8rtrVJOY02oFJy3fHPT09q9a+Kt891/Z+gW6BpJW+0SHGSAMgAfqfoK4/VLa0060iizsIiBkOOeVyQPqe/8A+qrUrI+gwMXKirnP2sAk1BN2FRfl56KSP/r0lyWuLhnPAB79z6fmTU9n5lyTcACONslQOAo9Py5NNuUChCg5b5YR/wChOfYdM+tHU7ErIh5UMSARjHPes7UgFgjQ/eU/zrSYqgO77kH3hn7zY4X/AD71j3MpknO4kkDLH1NOK1Cb0sRQR750OMbiPzzX0L4XhCGVQCN1vbvj0OzH9K8CsMtcw5Of3iqP519GeH4DGjse0cUX/fKD+prDEvVI0w/wss3FsrNytUrjS0lQ+Wzxt6oa2ZUywprJgcCuVnSm0cRfaLqEYYi7MqH22sKpQWQRgpGT3zXa3ceUYZrCt7TzLwrzgGncq9yjNGscfA5FeV67KG13UEYcEKB+X/169h1W3WM/Lx7V494miMWvO2PllXI+o/yK3w/xM58TrFGcJi7Ic87P6UxDmRT68U1SFMbehIqQLjb6gmus5EerfBe2Jm1W6IwFRIvzJP8A7LXrlcL8KNNNl4PFy6kPeTNLz/dHA/kT+Nd1WT3PAxcuatJoKKKKRzBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFRXFzBaQNNcTJFEvV3bAFAJX0RLRXO3PjbRYE3rceaucZUcf4/pWFcfE+0zLFFZSqQMLIzjBPbAoOqGCrS15TP8SxNF43v70vE8htRFCjEYX5SCT/AN9cDvXIeJLW2u9WdbWSRrRQiB3HzSkAZY+mTnHtjpVjU9VSSZ7oH/SLg5PO7HA7/wCcVX0m3lmvUm+9tHmNuOBx0yew75+lNNn0NOmqcIw7ETRBEWJVYIDtIA5bvgfpk/SqEymJnmlZfOYAFsZWNeyj1+nc1b1C/ih3nzeR8vyjBIHYegHp19eawrm6MxOxMKp2jJ5z3wKcUy5NIguJt7DaCEU/InUgn+JvUmqLdlBy3Vj3qWbMQEecueW9qiKeWu7HzNz+FapGLdzS0OAXGqWkQBIMy/8A16+kdMj8uzQ93Jc/j/8AWxXhXgHSJL/WoGA+SM72I7Ad/wCVe/QqVjUYA47Vx4h3kdVJWgOcZ6VE5FSMcVXdstgVzs2RDcKWSqdvbhGZwMZ71phNy81HOgjiJoHfoc5q3L4Fea+M9PZ4Euo1JaBtzf7p616TefM5asHULVZVZHUMrDBB7itKcuWVyakeaPKePNIMbR/f4NaWkafPrOrWmn24/e3MgUcdATyfwGT+FJruhS6TcmRVZrUnhh/D7GvVvhF4Ue2tT4jvo9ss6lLRCPux92/HoPau9tct0eTiKvsYty3PTLGzh0+wt7K3GIYI1jQewGKnoorI+ebvqwooopAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBW1C+h0ywmvLgkRxLkgclj2A9zXjWv67c65fF7yXARuIkOUgHoP7z+5/wD1aXxK8Vyy350u0J8qA7Wx1kk/wGcfWuWiATyLSIfvBG29z2bnc358D2BNNHvYHCqnDnlu/wACvfiQIcZHfGeg9KyUiuJXLKXPXBXua1ZD9qvfs8JzCilnb1A/+uavTWjWlmX3YYh8AdsK2APTkChNo9Bq5i2pa3Mjzxq7FCiljwhPfHcjnipb/VWWHybbcqucu7nLNjuPTj6n3qO3ge7FuTxGzEEnpxx+tXE0XLNcSZEJXdn39DVN9xJdUYttBLPOnylmdwox2PGP51Ylhe0tg7f65vujqATySfpVu2cIySoVDO4IOOBgjB/QVU1RxJJFChbKqNxPQepFNO7sQ1ZXMrygASclTySep/8A10ih7q4VF57AelPnbJ2Lj3IroPD2nL5XnMjNLIQEVVycZ5pylyq46cOZ2PSPhvpIs9OnmYYZ2CDjsB/9eu/3bQB2rmdLnWx02C2ijZnAyxA4yeTz+NaX22Zh80eBXnOV2d3IyzczbTwadCN4zWNd3e7kHHNa2lyrJCDmktWOUbI0Y4gOTWdqrhUx3PFazHCAisDU33zqvWqloRFXZkzpgYrPuIeRkfjWtcDoaqyoHXikaWMmTSorlCkihgeoPeul0vXp7KJLa+TzYkAVJEXDKB6jofwrPjRsjjirSIpHIFOM3HYxxGGp148s0dZb3MN1EJYJVkQ91PT6+lS1x62zRSedbSNFJ/eQ4/P1rQt9duYcLeweYv8Az0iGD+K9PyreNVPc8DEZVUhrT95fidBRXNat4+8OaLsW6viZHGfKjjLOB7jt+NNsfiF4V1DAj1eGJj/DPmPH4nj9a3VOTV0tDzHSmt0zp6Kit7m3vIhLazxTxno8Thh+YqWkQFFFFSAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACMwVSzEAAZJJwBXE6l8UNAtZpbW2naecZRHQZTf0HPcZqp8V/Eg03QxpFvJi6vh+8weViHX8zx+deGrxcQYGB5i9PqK6qeH5oc7O7DUIy96Z0V1FM1813IeQ3Lluc+v1yScU+SUQ2jyMrb3HGepHv8AWla3lKG8umyqruRD0VScA/UkfjUMyvdXtujrhXYDb6etcx9CtBbeOWHTZJs4kuPmbP8AdH3R9M5OPYVLd6iTCi5JALDk54II/rVrWytvpsUfR3ALD+6Ow/QVy0szPDgEYyTkdqEubUJPl0NWyvxBY3Ee0BlmB47cY4/LIp9xq801p5bPguuCo4yccfzb86wwWAmUcq4G4bvT3prncdu4kjoKtxVzOM3aw+K5ZE25J2nirkrCafzCcKIxz75rLkUjc3rzU8c5FqRnPaqt1RN+jNjTdK+3XdjZhRuun3yN3Cg4x+QJ/KvdLDw1ZWCR+RAqMqgA46V4l4V1S307WLSa/dlj2YVyMhef5da+h7S6hubWGeKRXjkQMrqcg/Q1zVoyvrsdVKat7u5XWy21J9mAByf0q4Sp54qJ2UVg4pGik2cvd2rh5fl4NSaNcmJzE5wR61uOiOOlU2sYi+7AzUWsbc6aszRNwrIFByazLqHzCXA6VZjiVBgCnMpCnHT0oepCstjDmilbODxVJ4plJwc10BQZ6VXkiHpQXcyEaYcFRUytJirTR+wqBlIoC5JHJIBxjNRX1ybGwnvLhkWGJC7E/wCfwqWDHcV558SfEy3Lrolo+Yom3XDA/ebsv4VrQpOrUUUYV6qpQucLqd/LqmpT3kx+eVs49B2H5VUxR3pa+jilFWR4TbbuyzYahe6XcLcWF3NbSg/eicr+fr+NdpZ/FrxLalftDW12g6iWLaT/AMCH+FcIOoprZHuvcUpQjLdEyhGW6PePDXxU0fWpktL5Tp143AEjZjY+gbt+Nd7XyHJgEgcr/SvdvhH4pk1jRpdJu5TJdWAGxmOS8R4H5Hj6EVw18OormiclfDqK5ono1FFFcZxhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABVa/voNM0+4vrp9kECF3PsP61ZryD4ueKPNnTw9ayfJERJdEHq38Kfh1/EVrSpupKxpShzysefeINan8Q63c6lcZDSt8i/wBxB91R9BWaihp4gem9c/nSVYsFD6jbKehkUfrXqySUWj1oKzSR00kobVWjmyUjQoBxgtjH4YHA/E96ktkVpUnYDbFDK4Pqx4H6mmajEV1CW4wNgPGe1J5u6Bwo2jaFAHQe36CvGex6sdGyXxFD9quBtwECqS5PA4xj6+1Zj6KkSh5p0TAyQOCB7n+n6VuvIqwLJJIRJGvVeRCD6ern9KxVjTUrueTbttbcZCbjyx+6CfXqfoD9aFcckupWTT47gYjbbGP+WjLy30H+NU7lY4x5cEeQCTuHJb3JrWljLzEbiLbgJjjfx1/3fQVSuIZJGKBAA/TcMk49qpeZm/IxWJYkcHHH+fWpFhKwKWwCegPYfSr9vYsZQrk5/uL0x71oNYRljGqeY7EYXAAA9zVOS2JUG9TnHJEyLknCdSMd66DQPFureHXxZ3BMBOWt5OUb8Ox9xWLcsr30xXBVTsGOnFMr0YU1KmoyRxSm4zbiz27QviXpOqbYrtjY3B42yn5CfZv8a7JLuJ1DK6sD0IORXzBWrpXiPVtGYfY7x1T/AJ5t8y/ka46uXp6wdjqp41rSaufRokU0Eqa8q0r4qp8qarYlT3ltzn/x0/412um+LNE1UD7LqMJc/wAEh2N+Rrz6mHq0/iR2wr05/CzfyKG+7xUAOQGByD3HSnb8d6wNRjDrUEhqds1Cw60FFcnrxTGXPapzH3rG8Ra7beH9Oa4nYNK2RFD3kb/D1NVGLk+Vbkykoq7MXxj4kGh2fkW7j7bOCEH9xe7f4V5E7M7FmJLE5JPUmrN/fXGp30t5dPvllbJPYew9hVU17+Gw6owt16njYis6sr9BKUU0nFAOBXQYD/ekwCMdqF4X60poAquCVZf4l5H0rqvhhqZ03x5p+WxHck2788YYcfriuWZ95OwZPTNWfD8rQ+I9NkU4ZbqMj/voVlVV42CSvFpn1nRSsMOw9zSV5J4wUUUUgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAR92xtmN+Dtz0z2r5UvZbmbULl7wsboyt527rvyd2fxzX1ZXzX45uLO68barPYEGBpvvL0ZgAGI9sg124N6tHXhHq0YFWtFXzdctD/Cj7/wAhmqX3jjt61r+HIWk1J2RN22Pbj/eP/wBauqs7QbPSpK80joh/p1wc8ru+QHsaNSh8ixiZDyxJ+uDipXMNtlxKrNg/Oo+8fRPRR69/xGW2+bqzQFcmEk7j91Af5k9hXjnqGZfXPk6eIF/1pGTnk555x6j/AD2qF4DbaaIFGJGz5zA8AsDkfku38/WppYHfWIiQSmGfnqQMnn8cVoXFr5mnxxbgQwVs/wC1yc/mW/OqTsJpu5WRze+SCFjVY8MccKOn5nH6U2RxJhYiUiI5fpkegPvWde3LqrRRElN3GTgGktpJWAMjnA4GBz9BTtfUhOysakPkBhbWxUOfvsf4QOuPeoNXvYdLtWgtsvczdJG5IHrVcLNp9hc3axAbQMh+vXH9awHkknlaeZi0jckmt8PR53d7IyrVeVWW4kahVxnnvTqSlzXpnALSUUUAFFFFAGhZ67qunnNpqNzDjsshx+RrctviP4kt8brqKcDtLECfzrk6KzlSpy+JJlxqTjsz0O2+LN8oAutNt5PeNyp/XNa1v8UtLlI+0Wl1Cc9RhwP5V5NSVhLBUX0NY4uqup7TP8RNBj06S4gnM0qj5YNpDMfTn9TXk2saxd63qMl5dvuduFUfdReygelZ9GaujhadJ3juTVxE6mjELdqaWpSBTSDXQYgTk0hbkCkqNuSaAJpGZRuXlT+lMIllXG4BfaljlLjace/vSr8hwBwf0oAWOMIMCpdCQyeI9ORRkm7jGB/vCopJQg681peCYjceN9GjHJa8j/nWVVpIHs2fU7cu31NJRnPNFeSeMFFFFIAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKYHI/EjXJND8ITtA+y5umFvGwPK5zuI/AH8xXzxt9a9F+Luui+8QQaZC4aGxQ79pz+8br+QAH515u0yjufyr08PHkhr1PSw8OWHqOOegFbvho4a8i7yKgJ9snNc79pHZSa2/C0sj6lLHjHmQnHHXFPEa03Y7KOlRGrczi41GKCM/Lt5b0HbgfiT+HbFW3d7eJUUFVB+RT646n3/l+NUtLif7RJIQA/mCMH0OCT/Iir82GuOQPkXJLHgH1P9K8pnpruRz3EcLO6ne3kFB9SRk/p+ue9D3G6IKw4VV2gevWqUcbPcXIIO4YXPfr/k/jVqFVWPeRkg5xnoOmaAZVkiii/eynn+71z9abBNCzKUOTjGOw/Kq14klxIQxJ3HgdP0qo8zaY+xSDc9cDon19/atYQcnZGM5qOpd1683Wcdnkby29hn7o7A+9YdKxZ2LOSzE5JPekr06VNU42OCpPnlcKKKK0IClz602loAWikpc+tABRRxRQAlFKaSgBKQmg0hoAM0maQmmlqAHnB61XkOAR9KlVqim6/Wk9hoYpPB7irJO5QVqoDg1PDIo+VjSixtEcud3NdT8M4TL8Q9Hx/BKZPyUmuWmcO3HQV3HwgtzP4/t3AOIYJXJH+7gfqa56z0ZNTSm/Q+ih0FFFFeaeMFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVyvxC1uXQ/CFzNbzeVdzMsMLA4YbjyR7gZNdVXhHxY1pdS8Uizhm3wWMflkDoJCct+PQfga3w8OeaNqEOeaOEJZmLOSzE5JJySaTijNGa9U9MTcKtaZe/wBn6pbXR+7G43f7p4P6GqvHpQRkEYpNXVmCdnc7eZ4ra5WJMFpJ5JSw6YyMfpUFq5kaSWQ5DsRj0B6n8iPxNZunXhurKJCf31v8hPcjPyn+n4CteJI4SqMQQVO78f8A9VeNOPLJxPWhPmimOMSIk80gUu8gVVHfCgfz/OqsKEhy2SwPCjvirrQkojSDChslfU/5x9KyJ7yK1Ek8jDaPlVB/EfQf1qIpt2Kk0lcgv742JJjI81wQnfHv+FYQySWJJYnJJPJokmlurl55iC7HOB0HsKUcCvWoUuSOu55lapzyCiiitzIKKKKAEpaKKACiiigAooooAM0cHtRSUALj3ppBpaTOKAI24qMmpmwfaq7qV75FADlIzTZ+q/So9xFDNuApNlJDTSU6kNZSj1KEr2b4G6SQuqaw68HbbRn1/ib/ANl/OvH4LeS5uI4IUaSWRgiIo5ZicACvqfwloK+G/DFlpowZY03TMP4pG5b9ePoBXJXlZWOXFz5Ycvc2qKKK5DzAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAOV8feKP+EZ8PO8LD7dcZitx6Hu34D9cV87sWdy7MWZjkk9Sa9G+MdxHL4ls4UuFdobbDxD/lmS2efqOa85r1MNBRgn3PSw8VGCfcTFGKNwpN4roNxcUU3JPQUjtsQk9aGBteFoFuL69ZpAixwj8TuH/wCutiNUkvIkZ9qtyB329Ca53wxf29reXAupViSWFgGbpu6/r0qxpl6b/wATM0ZwnlsseR2HOfqeTXlVouVRs76M1GCXmdDcM0tx5UZOwvsz3INcReSGXU5N3CRkqi9gBXcedHFEAOpPB7/hXH6vEIdcuU2gAtvAHYHmqwiTm7hir8iKyjA9+9LRRXpnAFFFFABRRRQAUUUUAFFFFABRRRQAUlLSUAFNNKTTaAGtUDEqamNQPQNDTzTaDRWLepQUUpptN6Aer/Bfw6l3qdzrlxGGSz/dwZ6eYw5P4D+de4V4L8JfGD6Vq6aJdPmyvHxGT/yzlPT8D0+uK96rzq1+bU8zFKXtNQooorE5gooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKxvFXiCLw14fn1GQbpB8kKf35D0H07/QVs1y3j3Sxrnh19OQKbosJYST91l/xBI/Gqi4qS5tjWhTdSooJXPny8u59QvJru5kMk8zl3c9STUG2pbi2mtLiS3uInimjO10cYINRV7StbQ9S1tBNopeB2pCSKjabA5U0AOaTHaoHYyDHrTTKXOAtWbG0udRvYLG0iMlxO4RFA6k1LkrD2Krr0A6+ldl4M8Fa/fXi6hDp8iW8Ssd837sOSMALnr1r3Pw94Y07w/pNrZRW0DyxIPMnMYLO/c5+tbdefVrqV7I5HjWn7qPAr7T72yvgl3byQvu4R+px1PFcv4hjaPW5CQOTxjuO36V9Fa1oFpqEqXkw+e3BfI7gDNfPvi6RG1rbGB+4jVXweM9SPwzj8KMJ/E+R3xxKr0b9bmOKdTRS16RkLSUUUAFFFJmgBaKTNGc0AFKKSigBaKSigBTSGkzQTQAGmE0pNMJoCwxjULHmnucVFUtlIKKM0d6xb1KFpKKKtiNvwhaSXni/SYIgSxu4zx1ADBifyBr6sPU14t8FvDLSXM/iK4T93GDDbZHVj95h9Bx+Jr2ivPryvKx5uLmpTsugUUUVgcoUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFYbv9pupJuqk4X6D/ADmtS/l8iylcfextH1PFZcIwoHpWNaXQ9zJqOsqr9P8AMyPEPhHTfEkX+koY7lRhLiP7w9j6j2NeS6/4H1fQS0jQ/abUdJ4QSMe46iveQM1DOwVDmnRxlSjotV2PWq4aFTXZnzMaaQK9h13wto2pO7mAQTH+OEbcn3HQ1wdx4PuhqMdnayrM8rBUG3Bya9SljqVTR6M4KuDqU1fdHLuQqnGPyr2v4NaXar4dl1RraM3clw8azlfmCADgHsK49/hB4paXy9tkEzjzPtIx+XWvX/Bnh5/C/hm30ySZJpUZ5JHQHaWY9s9ulLFVYuKUWeZiKsXC0Wb1FFFcJ54fgD9a+bPHWhtoXiy9tTkwyt50LHujc/ocj8K+k683+MOi/a9Bt9XjX97ZybJD/wBM2OP0bH5mujDT5alu50YafLO3c8QXO0eo4pwNNAwTS16h6IuaM0lFABmilooATFLSUtABRRSUALRRSUAFNJxSk4pjUAITUbNTjzUMmQcUpOyKQ0nJpKTNANYuRQGgUpHSjFSk7gFFFLWrV0I+kfhdrUOr+CrWKNEjlsv9HlRBgcchvxB/Ou0rxP4GyzDVdWhAJhaBHb0DBuP617ZXl1Y8s2jycRHlqNIKKKKzMQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAzdXbK28IP35Mn6AVBGMcUmsybL61H/TNj+oqOJ849a5ar94+ryuNsNG3W/wCZcXn6VSvXCI5yCAKtqeKp3yb4nBGQRWLZ6C3OMvb4xyv7Vp+A9P8Atl/cavMuRF+7hz6nqfy/nXP65ZMJAQSOxru/AkbReGEDADMzkY7jjmumjFbnnZrVlCi0uuh0tFFFbnyoUUUUAFU9W06PVtHvNPlGUuYWj+hI4P51co6dKadndAnbU+TZ4ZLeeSGUYkjco49GBwf1FR11vxI00ab43v1VdsdxtuEH+8Of1B/OuTr2oS5opnrxlzJMSlooqigopcUUgEooooAKKKKACkpaKAGmo2qQ1G1AEW75qSUZANI4waVTuXBpPsURYpCKewwcU01jOKsUGKUHHvUnkvsD7TtPemZqlFboBSfQfrVnTbKbU9StbCADzbmVYk+rHFVa6HwLLHB460WSZgsa3keWboOeKU+ZJtMmTsm0fRXhrwvpvhXTvslhH8zYM0zctKw7n29B2rZoHSivKbbd2eK227sKKKKQgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAyddtzJbxTqOYW5/wB08fzrNs5QTg9RXTOiyIyOMqwwRXIFXstSMMnBBx9fQ1z1o63PosnrqVN0XutV6G7GOKbMmVNLbtkcVJIMiudo9k5bV7ISo3FXfBd9tjm0yQ/NGd8We47irN5FuBrm3aTTdTivYesbAkeo7irozs7M58bh/b0XHr09T0iiore4juraOeI5jkXcKlrtPjGnF2YUUUUAFFFFAHkPxqsNs2laiB95XgY+4+Yfzryive/izZfavBDzAfNazpJn0ByD/MV4JXqYWV6foejhnemLRRRXQdAUUUUAFJS0UAJRS0lABRRRQAhqNutSGo2oAiYZBqLlTxUpbDUjLnkUmNCHDrx1FRml5BzSry4471EtikekaVpVsdLto5Ylc7ASSOpPNTy+DdJugWMTxH1jar9mgSGNfRQP0rQU/u+DXgurNO6Z7apRas0cbceALYEmG+kHsyA1teB/A1h/wk8LXztcrEplSMjaNwwQTzz9K0nbLYrW8KnZ4lg/2kcf+OmtI4qo9GzlxWHpxozlFapM9Foooqj5IKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArK1vTjeW4miXNxEMgD+Idx/hWrRQ1dWZpRqypTU4bo5uwutyKc81rKd65xWZqdoLG7FzGMQyt8wHRW/+vVq2lzjniuKUeV2Z9jRrRr01UiE8Oc8cVg6hZ71YYrp5BuGcVQuIQ46Vm1Y3izN8L6kbW4Omzt+7c5iJ7N6fj/Ouvrz++smR/MXKsDkYrrtE1L+0rAM5/fx/LIPf1/GuylPmVj53NcJyS9rHZ7+ppUUUVqeKFFFFAGR4qsf7S8KarZ4yZLZ8D1IG4fqBXzCOnPWvrX6jI9K+XvEWmnSPEeo2GMLDcMqf7ucqfyIrvwct4nZhJbxMyiiiu07QooooAKKKKAEopaSgAooooAaTURNSt0qB+DmgCN+tKrcUpGRUZGKCh7jjIpIv9cmem4UBsUnRsiomrocT12A9MVcD/KaydMuPtVjbz45kQEj371ockYBr5ySs7M9+LurodGdz1saAAniGzb1Yj8wayIVw1aulSbdcsSTx5yj9aI7mOIV6Ml5P8j0iiiiuo+KCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAI7iBLmB4ZBlHGDXNxGSxu2tpvvL0P94djXUVR1TTxfQAphZ05jb+h9jWdSHMtNz0suxvsJ8svhf4eYyOUOvWkkUMOBWXZ3RDGKQFXU4KnqDWsjBhXL5M+o80Zt1AGXpWVb3D6RqS3CgmI/LKo7rXRzJlcgflWTfWvmITj60RfK7inCNWDhLZnUI6yRrIjBkYZBHcU6uc8NX5AbTpmyyZMRPcdxXR13J3Vz43E0JUKjhIKKKKDAK+e/idPbXPjq8e2YNtVElI/vqMEfhgCvoQYyM9K+XNTufteqXdwDkSzO+fqSa6MPLllc7MHG8mzOoqUgVHg+ZjA2kcYruVePU7+USilCn5gw5BpdoqvbQFysbRTto9aNtHtYdw5WNpKdikIxR7WHcOViUGozLz939aduz2NHtYBysG5qNkzUmfUUxic4H4VLrx6D5WRbcHml8vdyOlJJjeQO3FPjPynPaodd9EPlI/Lx3pCoBqQsM0wZZuOah1JMqyO48I6oLlPsEiBWhTKMD94Z9PWusK4HTHtXl2kXR0vVba5Y8I/z4/ung16iSMgg5U8g+1eXiYcsr9z1cLU5oWfQdH8p+tW4j5U0Mw/gcN+tV0HzZ9as7f3ZFc99TeSvGzPTgQwyOh5FFZ2hXP2rRrdycsq7G+o4/wrRrsTurnxNWDpzcH0CiiigzCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAMjWNMMv+mWy/v1HzKP4x/jVXT71ZVAzXQ1hatpjRSNfWYOessY7+4rGrTv7yPcy3MOW1Gq9Oj/AENAYdcdarTRAqRUWn3yzxjnmr5XIrnep72zOXvIJLO4S7h4dGyDXWWV2l9aJOn8Q5Hoe4rNvIA6Hjg1k6VetpWpmCVsW8pwc9j2NbUZW91nmZnhfbU+eO6/I7Ciiiug+YMvxJejTvDOp3e7aY7Z9p9GIwP1Ir5lb3617l8WdSW18JrZhv3t5Oq4/wBhfmb+leGtyeldFJaXPTwUbQb7jcinxQzXD7IInlfGdqKScD2FRlATWz4XuY7LWkkllESkDDscAMpDDP5VbdkdiV2YMxKMko6ZwfcVKOaTV5xNdzOpyskrODjHBJNJFkRLu64piHUlKSKQ0AGaYciQZ6Hin4pj9V+opgQOMGnxcgGo5Pv4qZMBfpQAOvPtTRgSLk9DmnvnFQsM9OopAbFhpdjcaXJePM0k4+TyM7cMSTuz3AXH4n2rFlTyp3jznaxGauWeoPawyRhQ8bHcATjDdP8AP0qoQWcySMFJOc0hirEWOTwKkBEYwq80w3CgYGWppaR+gAFMQFiXyec9q9F8NX5v9HjDn95CfKb3A6H8q84MZzk810nhC+W01P7OwbbdYQY7OOn4cmsa8OaHodOGqctT1PSIE4FW9ny+1QW3I9qu4G2vNPVNzwlPxdWpPQiRf5GumrhtEm+y65AeiyZjP49P1Arua6abvE+VzWlyV2++oUUUVZ5oUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAYOpaY1tMby0X5DzLGO3+0Kt2d0txCvPOMVp1i3lo1lKbi3H7k8so/gPr9KwqQ+0j3sux/NalVevR/oXZIwymsDV7PfHvC/MBW/bzCeEHvVe6j3qQRWJ7fkyHw5qn220NtM3+kQYBz/EvY/0rbrz+8eXRtSiv7f+E4ZezDuK66bW7aPw9PrCNmGGBpT6ggdPrmuuD5kfMY/Cezqc0dn+Z5J8WNaGo+IY9MjbMOnrhsd5W5P5DArzwoM//XqzcXMt1dS3E53SzMXc+rE5NVycV2xVlY6qcFCKiM2sOAx+h5oV3HVQR7cUE0iH5RVFEPlPNNukGFHQZ61Y70oxijtQAhxSFqWmk0AAPNNc9OM80E0x26fWgZC3Mhx0qwuMAdjUDH9431pwfLKPekBK+QOKi2s3fFPc5xRuAHWgQzycHqaY0B35HQ+tS7+Kbu560wAIquRjsCKeMUwn50J7ginA9aQA2TT7WeS2uEmiOHjcOv1HNIelR5AcGhoadnc9j0q8jvbKG5ixskUMB6eo/A5FaycrXn3gfUgrTac57+dF/wCzD+Rrv4myBXlVIcsmj2aU+eCkMlLQyJKnVGDD6g5r0WKRZoklU5V1DA/WvPZhlK7Hw9P5+iW+eqAxn8D/AIYq6L6HkZzTvCNTtp95p0UUVsfPBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUEAggjIPUGiigDJeFrC4+UnyXPy/7PtVobZ14POKsTwrcQtE3ccH0PY1jQySKpYHDKcMK5akeV+R9Rl2KdenyyfvR/EzdbtDLbTIByBkV5hr+s3dnpk+jxykQ3Tq0iH0Xnj6nH4CvZ75RIkcgHDivBvGQ8vxLPGDwiqMemef61thl71jfFJOGphZx3ph5pevWg16B540jANNQYUfSlkP7th6ijNMQvbNFIDzmkJoAUnFNzml70g/SgBCOKaw4p1MY9u1ICNhyT71GpPmj61YccmoQv7zPamMlJppIFLigJmgBmcinKpzTggp3Q0hDZAAqk9iaaDT5SDC3sQaiSmMkLcVCTT2Pao2FAGjpl+2n30F0v/LJskeq9x+VeyWkqyRKykFWAIPtXhsZr03wVqP2rR0ic5ktm8o/7vVf04/CuPFQ05jtwc9XA6wng+ldD4Rmzb3UGeEcMPxH/ANaudYgrkVqeE5NmqzR54kiyB7giuWm/eKzKHPhpeWp2NFFFdJ8iFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVlXSiK8m/uyJv/Hof5Vq1laqf9IjQdXXH4ZrOqvdPSymTWIS7phMhfTkC/fABr568T3X2zxRqEo5Xzig+i8D+VfRkzi3sXkbqql/yGf6V8vu5luHcnlmLZ+pNaYWOrZ7WKlokLjim0pPOKaxNdhwkch6D3FOpvJZR+NOxz1pgANJ9KWkPWgAoIpe1J2oATmmPwCak60yToaAExxTcfNT2NNHWgAxk0tGetFADsimGikJpAIR+7f6U1BxmnA5DD/ZNLGB5S59KYxh600ipNoppGRSAYpIauq8E3hg1aW3z8s8e4D/aX/6xNcp0ar+l3X2PVbS47JKN30PBqKkeaLRpSlyzTPaIm3J1q3oknkeILVugdin5jFZtm25cdasMTBLFMODG4b9a8taM9OrH2lOS7po9IopAwdQw6MMj8aWus+JYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWdfxl722PYBv6Vo1Tn+e9VRj5V/KoqfCd+WJvEJ9r/kVNffy9Av2HVbaX/wBANfMsWBGD3wK+hvF94YdBv484zA4B/A187g4AHsK2w2qZ7WKVrEmaaelGcj3pprpOQQf6w+wpxqNfvN9cU760wDpmlpvWl6UAGeaCe1NzQaBjuM0xzwaXNI/OM+tIAbqaaDzSE8mlFAhaPpRSimAn8qQ4zTqMUgEROvuDSJ/ql+lSr94D1qFAQhA7EimA6mnpTgKa+BQMgPWpP4TjrjNNYU5elJgeuaBdi40+3lznfGp/HHNbcvzR/UVw/hC5LaTCpP3CU/I//XrubZTcBFHVuK8qouWTR7NKV4pnb6PP9o0e1kPXYFP1HFXqxfDjbbWe2zzFJkD2PP8APNbVdEXdJnx+Lp+zrzj5hRRRTOcKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACq0ij7WCOpXmrNVZXAugO4Wpnsejld/rCt2Z538Vb82WlCNWw0zbBj06mvE1csx9K9W+MiyO2nFQTHlgW/2j2/KvLxGF6dq3w6XJc9bFNuduwoPFAbBzS1HJkI30xXQcwicoD6808c0BcDHpT8cUgGkYpvtTiaSgY3HNHSlpKACkbqPrSjimk/MKYCY+ag4HApQPmprt84xSAd2pabnIpR0piFpcUmKUGkAo45qIf6yQf7VSkjNR/wDLaTjvTGOA71G55qTPFMbrQBG1Knagjj3oQ0gOt8IzFbOZB/DL/MV6v4Yh8/fIf4E4+pryDwmxxepnoVavbfBcYOhNOeskmB9AP/r15+IXvs9OhL92ixpL+Rr00J4EsXT3B/8ArmujrlLiUW/iOykB4Mmw/jx/WuropP3Tws3haspd0FFFFaHlBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVQuv3V6khYBXG3n1FX65can53xRj03zAEttLaQqf77SLz/AN8kUOPMrHflkmsQreZzHxchUaRZsuDmcFT+Brx5hj616j8WdWimaz06JlaWKR5JMHOOwB985ry4nNbUF7p7OKfv/ISmuMsi++ad6U370xOeAMVuco4UhPYUvSmE80AHekNLSGkMbntQM0uM0vQYoAT+dNIxSk9qTPIpgIS3pgep6VEfvZPWnFie/FITmkA5aeKYtPFMQtLSDpThigBMd6YM+bIfpUhqP/lq2e4FAxT0pmecU89KY1IBrGhOtNehTihgdD4VJ+2XYH/PME/nXvfhZTD4Ws8jBZC/5kkfpivBPB9vLeapJBFndNtjH4nk/gMmvoYKltp6QxjasaBQPYDArgxHxHoYf4Ec9r0hWaKVT8yuD+tdwGDAMOhGRXA6w3mREjqOldtpz+Zplq/rCmfyFRR6nn51H3YP1LNFFFbHgBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGN/wl3hn/oYtJ/8DY//AIqj/hLvDP8A0MWk/wDgbH/8VXyfRW/skej9Sj3PrD/hLvDP/QxaT/4Gx/8AxVH/AAl3hn/oYtJ/8DY//iq+T6KPZIPqUe59Yf8ACXeGf+hi0n/wNj/+Ko/4S7wz/wBDFpP/AIGx/wDxVfJ9FHskH1KPc+sP+Eu8M/8AQxaT/wCBsf8A8VR/wl3hn/oYtJ/8DY//AIqvk+ij2SD6lHufWH/CXeGf+hi0n/wNj/8AiqP+Eu8M/wDQxaT/AOBsf/xVfJ9FHskH1KPc+sP+Eu8M/wDQxaT/AOBsf/xVH/CXeGf+hi0n/wADY/8A4qvk+ij2SD6lHufWH/CXeGf+hi0n/wADY/8A4qj/AIS7wz/0MWk/+Bsf/wAVXyfRR7JB9Sj3PrD/AIS7wz/0MWk/+Bsf/wAVR/wl3hn/AKGLSf8AwNj/APiq+T6KPZIPqUe59Yf8Jd4Z/wChi0n/AMDY/wD4qj/hLvDP/QxaT/4Gx/8AxVfJ9FHskH1KPc+sP+Eu8M/9DFpP/gbH/wDFVrQzRXEEc8EiSxSKHSRGDKykZBBHUEV8c19YeEf+RK0H/sHW/wD6LWonDlOevQVJJpmyeleBeONXurT4iapc2V1LBPGfs/mRNtYKFAIzXvoIBBY4APJ9q+X9ZuPtut392efNuZG/8eNOkrs0wK99yKUs0kzFpHZ2JyWY5J/GmUvSmmt7HpNt6sO9NU4BPqTTicAk9uaiX/VqPamIdu5opCKUUAFJ1NFJmgBTxTSaQn3ppNAwJzTec9aCfem5oARjjigHNNOWpQMUCJRgCnjNMFPGMcZoAUdaWkAp1ACU3/lq2fQU+mH/AFpx/doADUbGnk/lUbGgYxutApO9KeFJ9KQHr3wh0NRYz6vMPmkcxxZ7AdT+fH4V6RfALGRnrWT4EsPsXg/TYujeSrN9W+b+orS1RiEPr0rzKrvJs9ajGySOXvHJ3ITXa6DL52h2bf8ATPb+RI/pXD6jGVCt9a6zwjJv0FB/cldf5H+tFLc4M5jein2Zu0UUVufMhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHxtRRRXYe8FFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9YeEf+RK0H/sHW/wD6LWvk+vrDwj/yJWg/9g63/wDRa1lV2OLG/Ci5rFyLPRL+5P8Ayyt5G/8AHTXy+SWUFuTjk+9fRPj+f7P4E1c5wZIPKB92IFfOznLGilsGCXutje3tTehpxphrY7Rsn3D+VGMCkfqo9TTu9ADTRQabmgBc00nmlPWmnrQMQmkPakJ4pKAAnNNoJNKmNvPXNAhMcUoFOxinDkUACjinCjGKXFAC4oH1oFLgUAFRtxIPcGn1G/30/GgYN0qNulSHpUTdaQDcmkb7p+lLSHpQB9OeDrlLrw1pskZGGt06eygfzBqbVSd20jHNcb8F72S50G7tpDuFtNhM9lIzj866vXrhbeKSVj06V5dWNm0evRfNZmZMq3SXCDkxDJrW8GE/2ZOn92Y/qKytFgkfRp7l/vTylvoAMCtXwhxDfJ6TL/I0UtJWOPNlfDvyaOkoooroPlQooooAKKKKACiiigAooooAKKKKACiiigD/2Q==", "path": "029908.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029909
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAKjAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD1uiiiuc9cKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKRmCqSxAA7mgBaK5fXPHei6KCslwJZR/BHzXn+rfF+8lJTT7YRjPBPJqXJIV0e0UV87T/EPX3YM96wbsq1oab8UNegkBmVZox60ucXMj3mivPofilYvao7W7+YRyM96sW/xN0uUgSRunqetPmQ7o7miszT/EGnakoMFyhJ/hJ5rTBBGQaoYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRQTgV5/4z8drp5exsGzNg73H8P0pSkoq7A6DXfF2m6EpE0oeX/nmp5rybxJ8QtS1ZmhhZooj0RDjj3rmru6ubxnnnbcx6sTSWtt5KrI4Bmk557CsHNyJfkQmCWZTJMxZiehPAoFpNI+yGPkdTjAUf0rcRIIoC8zE+w6sfQVm3F5cSMUAjgi7Iev5d6Vx8qsRLbWlsPnDXM391eFH496hmleVgGt1UDjaG6VYR5GO0MshPtV2G0uZGBEe7/YIx+tO4lBvYzY4yFMfzK3UDNLtlt2IfdtPIxxmuhTRbh2WTyiV+nIrR1DRZJbKKSNBuUYbNQ5q9jT2TscnCbwSCS2umhI5HPJrv/CvxDurORLPVzvQ8CTFcVLb3EPJt5MDucAUz+0IpMRzDa/Qbu9WnbUzasfR9tcxXcCTQuHjYZBFTV4z4O8XS6LeR2d1JuspW273/gr2SORZY1kRgysMgjuK2jLmVxpjqKKKoYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBz3jHWm0bRJJIh+9f5V9vevDLh2mneWR97yck9c16d8Up1ENrCfUkjNeWTzCOMsw5Hoa56l3KwbBdeXbxLvx/eKg9+wqpbM9zJnJ579jVXUJmmkBQE5q5CzWxQkfMcgD2pWsiU7styvIkZjjba4+Uv/AEFXtO8MyXASSYnJ/hxS6fAJnGedp612+m2+6McHn161lObWx004J6sqWXhq2RVbYM9627fSIYyp8sHFX7aHAwVC1oJGMcAVnqy20tiglogyAgFNa1QgjbWp5PsKa0WO1DQuc5PU/DMF7GQpMZP92uH1jwRe2qNLbuJ1A5Qjn8K9eaLrxVS4jBXBpqbQnGMtzxCBi0flyDBU4weoPoa9W+GHiY3ETaPdy7pI+YWPdfSuZ8XeH/v6jaR/Oo/eoB99fX6iuPsNUl0jVre/gcjawJxXTCS3RhOLiz6hoqlpV+mp6Zb3kfSVA1Xa6BBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFMllSGNpJGCooySazNZ8QWWiQ7riQbz91AeTXmHiDxvdakCuTHbscCNTywrOdRQGlcg8b6qNZ1hvI5jiG0HtXBXzmRyqnEanBPZjW1NJJJDIQNqj+EN/OsqKCS5kLrEfLHAGMA1hF3d2KoVIpits6yDlj2+talxBviinB5WPn65rPuVO/ytoAU8nFWluC8Twk5/dnvVyZMEdFoG1wHJ+9yfeu6sT91Rn6CuN8OW7JApxliBx6V21kNhA7/SuWe53RVomxBkDnrV2MepqjHmr0Z4waqJnJlgR/Lk1E6Z4qRTkYpxX1q2rmN9SoRjI7VUnA9OtX5FHaqsy8VlJGsWY13CJIXBHBHSvGfENn9kvZogPlDZX6V7bc4UGvM/GlmFf7QBwaqk7Ow6q5onafCXxELvT30uVvnh5TPcV6dXzZ8Pr99O8X2e1iFkcI30PFfSQ6V3R2OZPQWiiiqGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFNkbZGzegzTqiuf+PaX/AHT/ACoYHhPiC/m1HXpnmkYqhJ9gPSuXvLgmZlHTIFdFqI2zT8jBcgk+ua5ueBklOR74rg3d2aS0WhJHO8obIJjU/d/vGtvS7F7iH95LtZu2ecfSsGNhCBztxyTV+y1aVbgLADknFW/Ila7i6vFBYoVAH9SaxdNV7m/2rxkflWxrrwhvmAMjDpuzUWg2/lTFyvPUn2ojotSkry0O80aJba3UEgYHNXpvFGj6cxV5xJIOqxDca4xv7T1ec2ttuhthwz9C34+lbtj4V0yzRTcuZW7joKxdk/eOmSctIk8vxHijb9zpshB6FnAzU9r8TbUTKtzZSID0KuDUMseiIDELWN/bG41gXmk6VM7KsTxZPHOMfnVqUHsQ6M7Hp2leLtK1PCwSkORnY4wa3S6yKrL90jg143oumpY36ASk4OVJ4Nesacwa0TL5IFPm1sRKm0rkk5WNNzEADqa5/UvE+m2Em2S4XgcgcmrOvXP+iSRqSCRivK7yzla5zJdIqk/U/WpTTepUYO2h18vjfRZDteR1J4GUNZHiCWz1XR5ZrOZJwnJ2nkD6VUstJ0yfPm3Mkpxg9AKS+8MtaQyXem3BMe0h4z1K0XjfQbjJLVHKaExh1yzdT8yTKP1FfUaHcit6jNfLunjGpGRcBoyGH1FfRPhXXItd0SK5Qjeo2SL6MK7IPU5FsbdFFFaDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACo5seQ+em01JXPeLdcTR9Kf5h50o2qKUnZXA8l1zDzXSx4DCQlfTg1gXEqyxrIAOY8n2NXJbkyTv1yWJz61h3D+WjgNj0/nXFFXLnKxWncZCF9vHXGaZG7h8RyKT2xnNLcIJCGL4yB0FPjUQNGfvMORkdPet0kkZXdycoFBeYsZOMlu/sK6DSoSSTjqO1czeE+dH1+YZ967fQUV7YN0JwKzqaLQ6KOrNO1ja3tDKy4zzXKax4rYyeTblmJOMDjP416ha20csAiZRjFUbnwdp885mMYL+pFc8OVSvI6Zt8to6Hnsl94h0xYN0kNqrpvGxQ5wT396l0u+1ieye5uWiubaOQGRGwHOefl/wr0CDwnYxuD9lU4GBV+Hw5Z28nmR20SE9cKD/ADroc4taI5uWad3I46SOO4toLyxkd49wwWUgg+hrvtDk32wB44qpc2sRwm0ADoBVvT1SE7FNc/U1bbRk+JvNICL36nPGK4q/u/7Jto5o9Oe48w7RPINqk+2ecV6Pq8CzouR1yK56+8NxXluqSI0qA5A8w8fgauHKnqDcuS0TzWbXby4eS9Noixpz+4+Xb2GT3Ga6nwprTakGt3IbKHJFWh4HgZJYhJcJFIMNFnggHIzxWvonhW20eBxEGGTnnrV1HBrTcimqqfvPQ8qWUxapLDjneQcfXFesfCedkvNQtsnYVDD6ivMdWtls/GF6mDhZdw+h5r1H4VWu2e7mYHcEA/Ot47o5lfU9QooorYYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBHPMlvC8shAVRkmvGPF+pSapdyXJb5ASkSg5rsviDrjWdslhE21peWPoK8+VIxArkYOMjPUf8A165K87vlRpFHPupiYbuWA+b29qyb8DpuC89+1dJLaiPMpHGM4Wudvk3FyxO4nOPQUqW5nU0RNb24ayjlzuPTJ+tPltiqKxXLnIq9alE06JHZVVRk7qgjf7bds24CNeB7Cqb1KtoindRGS4iVOWwF+nrXXaMRFEiDoDXMXd0sdwoUAN0X2rd05vniA7gVNTY2oJXZ3tncZC9q3YG3KM9K5WyfG3GK6O3cnb6e9cx1yijQVSTwOPWpAhIxTEkUDBAA9c1FJc84XvVJpGDiUr1wkhjAG89KZp8iq5EzYbOOayNSvbiz1Vy0TFHUeW+PlPsT2rCk1PxJ9vaWSytDbqwwEc5YexoV29CuXQ9GvLbMAbcMdeDVK2ywKjqKwr7WdRexVbC1W4lyMqz7QB71c0i8nnhEksHlOvysoOefal5i5LGz5YB6VBNnGatLIJEyO361VuOF74ouXFanjfjVTH4xl2jmREIxXsXw5svs+iGbvIa8o8YqD4zg/wCuK9fqa9t8IKg8M2ZjxhlzXbS1t6HDNWkzdooorckKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA8u+Itsf7UjmP3So4x1x2rjDNLKPmCjJ6A9K9L+IkSNaQPnD5xmvLbllQBVyXJ/CuGqrTZtHYts7+UVhQO3oRWf/ZjHc0qszHk54H61ds7RHTzGZiQMgB9ufx9KzdVNzI2ImcheAecfmetEdNBOKkVLtkB2s22MDGB3qGCcSOIYAFB9+TWbdI0e5pGLkHrniqFvdTQXIlQkMp4rojTujKVTlaRt6la/ZbxcAjcA3zc810ejt5kiHjGKxrzUbbVYRNzHKAFIbgfhVzw9cATKpPtWU0+XU3ptKWh31qu1eOtbcEuFAz0FZVmoZF6c1rJDkjtxXGzs5iTz2bp0FTpIAMkjPvWTqcV9FbMbJRJID90nGa4uLWvEl/evaw2ixOoJw+QWx6U4QclcVk9D0WRkkBUkEEU2OwidMfKQe2a5XStN8QamybWi+ZC+ST27Vpw6Tr4tXlZCFUnhTk/lV8o+WC05jUMEUPyjyx6jIqaNlxhdv4GsAaPr0zIPLO6TkF1xXPahqut6FqS284gKl9mAxBNHIxyhG2krnoiSFCRUc8g2nvWbpV3dXcCSSxGMOMgMORV+Ubht71nd7ELQ8i8ZT7/ABbMAeVREz6cc16r8M/EENzpCabJIPNjzsyeo9K8g13dc6teXSg5e4bBHYDgfyqHSNTuLC6SWByro24YOORXdF8uqPPerbPqWisrw7qg1jQ7W97yIN31rVrpTuIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqOaeOCJpJWCqOpNPJwCfSvKPGHiW4u72W1iYrHGcAKfvVnUqKCuNK5D408RR6jfiKJt0UfC/WuEmu/MlYsBtHQHvUt27bjydzcZ7is+4GCQzYXjgck1xq8pXZo9FoXLW6knnz9yBep29a0ppFuQ2F2xDqe59hXPb2fapJCDt7fStKG5fYI1UBMZPoPrVtCjIyNRgLKzlcKvAx6+lUFtN0iju3rW7qjIPKgBHHzN7ZrPJHDDjnK8+lbQbsZTSchZLUQWYEgDRtKOrcrx6VLpbtbXG0MCByD6itr7ZCdGuo3t0lLoCrEcrXL27kSBsk465ob5olRXLI9Y0i7DRJyK6aFwwFeZ6PqO1VUmu0srwOq81wTWp3rY6RBlSTWTf6WsjmeIbZB3U4rSgmVowMjNT7A6+9OL0M+azOUs57/AE2cG0uTGRwVlXcrVuQa/qdvZeW9oJ7jn94CFVjn07VaNqjjEiA/hUBsUU/I7L7VopM0bpz+JCXfim9V4jDYkAZ3+Y38iKxJIm13VVu7uGPMfK4GQvrj61tDTkcEszN9alSAR4CgAD0pczQXpxXuoFiCKMYGBWdrV/Hpuk3V25x5cZI9z2H51oTSbFNeZ+P/ABAJLiPSIWDLGd859+w/DrU04uUjGpO0TnIGaaKba2WHzjnn1qjes66g7JkK4DYHTNPtJ2hmBXkH071o/wBn/abqMqOTx9RXUpJbnNa6PbPhqGHg+Dd0LEiuwrE8JWI0/wAN2cA/uZNbddEdEhBRRRVAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFADZBujYeoNeDap+51m/hYAyoSRn0zXvZrxHxvaGy8Yyyr0lHOPSsMQtEy4bnN3Ax8zDGDxisqY+dKcguRz7VvSeTKUik+8M9Kz/ssUV0yk8sOh/z1rng9S5Izbe2eSYhmC4Pzs3QVea4iVvLhUlVHzMf4jU0lmySSbSD3A9BiqTDyygP8XJNW3czasilemR5snPzU35goGOgP51aV0eQJjJGe3rVuCzE0pbHyxDJ/DtWrlZGcYtss6XtWNI5t3lkbWArJFsYdVlg527iVJGMr9K6bToNiKzICDuDDGcZ4zUE1n9o10FY0j6RtgADPYnvn61h7RanYqexSCGA5U4FbunaqY9quSPQ1UvbGW2YpLEVPv0qlEGjb296xWqN3oeh2OqK4A3frXQ2d2sncV5XBcSRnKPg/pW/pmtvHIqyjHv2pbEyjfY9FXa3Gc04w5H3a5+21lAwO5SD71rDWFYDkYqk0ZSjJPQsNHtX09qrT4VaJdTjK8sPzrifF3ji20iBooWWW8cfLHnIX3b/AAqlHndokylyq7NHUtYit7uK1X555eiDnaP7xHpXA/EC3t3u7a+tsF3Xy5iE25b19/8A61UvCl3NfeLUuLsNNPIC24qG2+/PQD2rX8bqrWEAEQBVwC6469+vP5Vqo+zqJGT9+F2cbD8yjOM/lXbeHbc3c1shAJLha4qFcr7iu78IW9xdbJLT5po8tszyR7Up7hFWR7pboIreNAMBVAxUlZOh6quo25VwUnj4dG61rV2Jpq6ICiiimAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAcR418at4flS0tow9w65yWwBXl11rc2pXUlzdTKZT1Kr/LNdR8RbFLjxJ5hBfEYwvbNcZNp8yRny4XOf7q8Vw1ZXlY2grIqy3aoN6N82/PPeqzS4mSQtn5v0prW8izAtC3ByAarz7hIS3HYLmnFImTbN+1nEnmg9GAxmsvU5lEsYHAVRwPamw3O2Eu3HGP1rLvZvMuWOcDP6VVOOpNSWhes8LtxyzHjNdJaqscSRqMd2Pqa5vTFMjrxnHTFa93qEVnbeXG25zkZXv7D/Gid5SshxajG7NAeI7fRCBKHYc48vBJP+FRabe/brqS7VNquRhT1Az3rh72Z57jLHOcD6ewrsPDHMAXHO0g0VaSjDTcqjVc52PSkt47+zVZkVgw7iuY1rw5JYgzW+Xh7jutdXpHNnHu67RWlJEJEIPIxXIrnU5ank8LcgY6VoRc4ror/wANRyzNJD+7J9OlUf7AvIeQof6GmUmiqpIxzVhZZMDDt+dH2C5XrA/5U8W03QRNn6VL3C5Q1O8nisZ2SRgVQnIPtXmbRHY8kmWkZhkk5PNer69ZJYeGbmWXBlZQPoCa8vuT99h0Lg/hiuzDaJnBiXdlrRdQOmanFeLGJDbsDtPcd66LxV4kg8S3EKWkDRRqMneADux7Vx1qMxzMav2nytGzcKOc/jWk7XuZwegYaOAOBgkEn6V0HhjWJ9Ku4ruDLLEQXUddvesi52vJEI/utn5vbNatvbjTr62JwI54yPxxzWb8jVHuXmW0iWmtWhAWXAfb0YGt8HIBrzrwRLJceFby3JDRRzgREdOewr0SMYjUegroiQOoooqwCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAEJwK4zxF40FlNJa2a7pE+857H2ro9cv/AOztInuMFmVTtA7mvFru5eNt3mo07Zkdm5AJ/wAKwrVHHRFwSb1I7/Vru8mnuLifBJxjvVGDUpWk8qIF89icCqxCFi0l07ZOemFrStzZ+SVZlVh0Kqc/nXJY2vcq3CZDbiMn7wHArDuY13ZX5m6D0rfvPJwdrnJ6YXJ/nWJLw+EBLngMx/QU4bhPYqSZRQnXaenqazplPmnOM56V0RsktbfLHfdMPu9kFZKW+656Z5xXRFpHPKNye2+WAqpIYr1rMeZ28wyMSwHp2reEXlRnP0ArEvI9ryY4zyKuk9dTKqmU43aSVSOcdK6zwxOkN+IHPEh+8exrA0+2AgebuThR/WtLTYpWkby+HjAI9/aiu01YvCppnt2mqBAvsMCtID2rm/C2ppfWSqzAToMOvQ1068gGuFHXP4iIxdaYYvzq0cdqawyKGieaxW2YFQMmWBxVxhgdDUezjJqbDucZ8QNx8MXQXqMH8M15GX3Qbeoz3r3LXrNb6ymt2+66FTXhk0TWdxJBNw8TlSp9RXbh3eNjmrrVMljURWpGMF/5VftlDqnQDbVCBjNJkjgDp6VZt5g5ZFx/sjPWqmrkwstC7GBI4UfwtwfatMvJqV7DGjBF2iGEv0UHqaygnlY5yX5/CteC2EVvHLcB1TaHj44Yn3rLU1uj2XwjptvY6bDY2p8y3gO55v8AnpIfT2FdXWL4Vube50G2NuAFVACB61tV1R2ICiiiqAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooqre6haafAZrqdIkHdjii1wWuiMzxZbm48PXIGcqMjBxXh14fKupWz8kK45GQW7mvTtZ8f2c8E1ra2skiOCvmMQo+oHWvOLq3EsyE9GkVm9K58TSkmpNaHR7KcFeSsYsriNIiw+8fripI77Hywo5PckZFSaom+4BB27c89aySWDsMknvWUYpmbuWrzVXaDb5hDHrwBVS0lY/6RKfnJwgPP41XnhZyVHJPYVIitvwBwgx/StFFJWM23e5sxjzId5bO7JJ9hVa0CySI6jALHFLesYLAKvG4CMH9TVrTIvLmso8YByT61EvhLW5Vv2MRnGeBhQDWc8KvZREnDOMj86l1qdbjUHCf6rexJ7elJCu5kIB+QAAVtFWijFvmky0kKxxxIpGFXFbvhm0jYF2Bzkg59Kw5MgL1OB1NdZ4aUG0kiA+ZOtY1NjopKzNO3sDb3iSo5hLHG9ezY/l6iu10ud7jT4ZpAA7LkkdDXOW8JvJ44BkZJ3ken/wCqusijEcaxpgIowB6Vzo2qCsOSe1KOMd/rTiOO1IAKZmI/6VC2Apqyw4qtKe1JgZs6bifSvMPHfh4CVtShA3f8tF7HHevVnTgmsXVoFl8uEqCXboR1q6cnCVwlFTjys8Ttle4IgiGA33jmlCfZroEYYK3AP9a9Sl0HY5+zxxgdhtArBu9DtRIUmtRFIvXYNp/SvTpxjVXuv5FQwLqK8ZanOz3EkyhozsIUrz1wa9+0XQ7HV/AtjaXcAaOSBTn+JTjqD614/LpNtJCYlDRk9CDyK9I8IeLrTTNCh0/U5HEluNiSIhYOvb6Gn9WnHdXCpgq0Ol/QTwrDc+E/EU2h3Upe3mO63cjGa9FrzfxJ4k0zUdR0ye0lk/0eTdIxiIO3I4rdm8f6LEuY/tMxxnCxY/Dk1MKNRaWM/q9V/Zf3HVc0uK4yP4j6cz4e0uUXPX5W/TNdDpWuWGsIWs7gOV+8hG1h+Bq3TnHdCnRqQV5KxpUUUVmZhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWHrniey0UbHJluCMiFDz9T6CmeJ/EcWhWYIAkuZciKPP6n2ryZ5pbqeS4nkaSSRizMx5Jroo0efV7HbhMJ7V80tjo9Q8davdMwtjHbR9goyR9WP+FczdXlzfymW6uZJ2UdWJP5UjtxyPwqNiEiy3SuyMIx2R68aFOn8KsKFxzSTkJEWbJA7CnjnnHFJIu5SD0IxU1aaqQcWOpTU4OLMd3Uq74P+fes1l8yTPAUHJx3NaFwBGgDKgA6EmqcW24lwXwi8/KMACvnorU8GfYZAFF3HI2Nm7axPaprq3SAysvTeMfnUMieYoRRtTdge/vS6ixVI1H/LTr+HFamL2GXDG5ube3U7iZK1nYW8k0mc+UmxR7iqWkWrvLJdgZ2DahPr6/hT72XyrVowScnlj396T6IpbNnPSHzJyDwOMDPXNaygrauoHzHDZ7gDmsl1OBuzweuK21J84k5IUAH8RWsmZQWom4OpIxnPP0NbekXLWt2obo67GI4+hrmhMqySRchlYgfTtWnp1yJpYORkZBOawnFo6qbR634egUiaQkEg44rfUYHK1y+hMkqkF2jlbDq6HAPGPpXTI0qjBZZPfoazVgmnckKAj0puzBpGuFRgHjlUHvtyP0p6ywONyyoR9aZnqNI4PFUpCC5FXmkjVTmRMf7wrNkuIEc5kBJ6BRuP5CpZSBsKDu4UDJNZYi+0XfnHJVFwgPbNXJi0oJmG2Icle5+v+FLbD5NzY3Mdx/pUlpEPknuKp6lpy6hDtAAlXlGx+n0rUdgfwqJSd3FVCbhLmjuXGTi+Zbnn7qySFWUhgcEHsaDytbfiSzEV0lyq4WUYb/eH/wBb+VYh5FfSUaiqQU11PapzU4KQzGKU5xxSgUNwK0KGipoLiW2nSaB2jkQ5V0OCKiQZ5p3HTaaAtdHq/hfxRFrUPkz7Y75B8ydA4/vL/UV0nWvB4ZZba4juLeRo5I2DKwPINeueGfEUeu2JJCx3UWBLGD/48PY1xVqPL7y2PExmF9k+eG35G7RRRXMcQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJ1qjrGpwaRp0t3OflQcL3ZuwFX+leW/EDVzdamlhG37q25bHdz/gOPzrSlDnlY1w9L2tRR6HNahfz6leSXd1IWkkOfYDsB7Coos7ck4FQtywUd6n+6uT0Ar0lofRQSWi6DXBkmVR0HJpJQskoTrt5p0fyoXI+ZuaihbLu/95uPoKBv8yTGM+g4psr7FLHoATT84TFVrzmzmx1KYH41M3aLZNSXLFs46+vHmIXgHtj1qxBIIkEa845ZvU01rQM29cfKemKLZNsis/8Ae6fSvE0aPmXe9zSuNsEG7oy4UfXvUCW73t3GGOEVcsxpbn9/LHzlVyT9TVW7uJWDKjlYzxxUIbL9zq8UUYsrM/KOHkH9P8az7u6+0YRM+WvGcUmnad5iNJKWEYOMDgtU6WgmaRzHtjQHAHrTaSeg9bGfK6IcMPvYxmtBLkOrhVA3KDkGsa8IaVe22tDTkMgUZBAU/iKuUVy3M09bEFxGxPmZJkjO1gOpHY1paOFW6VedxGfpUVyi2+JISxeX5QCfuirmgQk6svHylSCPapm/dNaaakej+Gy80LKwBaNtrAHBx/TmurhmKkI7Z7Bj39j71gaBZspdiGTdyCfrxXS+WGGJotwxgkVyJM6JtXHlyuAeM+9SfK/3lVvqBUKwqmAw4PCtnn6GpthU01dGbt0EMcQHEUY/4CKqzAjOxR+VXME9aY7IkbM/3QKbCJjXDs7rFg5JyfpTgj/wjBq2tuAWlcHe3b0HpUgQelTYrmKHlv1OakRAO1WSo7GmBcGjlByM3XLX7To1wAMvGPMX6j/62a4UcqK9QKKyFWGVYYP0rza4gNrdS256xOU/I16+XT0cD0cBO94kWMCoXO5sCpJGwtMiXPJr0jvlroOAwKGC564NONQ3MnkxiQ5KA/MMdvUUA7JXHAEHrmtDStVn0fUYryDJKH5kzgOvcGqSgFcggjqKb6Gh6kyipRs9me7WN5FfWUN1AcxTIHU+xqcVwvw71TzIZ9MkPzRnzYv90nkfnz+Nd3Xm1IckrHzlan7ObiFFFFZmYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBDdTpa2ss8hASJC7Z9AM14TdTveXUs8hy8jl2+pOa9T8eX4tPDrwhsSXLiMfTq36D9a8oB4zXbho2XMerl1O0XPuNj+ac+iipnAb5T9TVeJ9s8n4VYz3rpPSg9CK8mENqz9wP1p8ChUA9FA/xqnqeXiRB/E4Bqd5Agxnk0r6k83vu/QkY5TA71U1E/6MwHGSKlLbBk1WupFKqD0JyfoBk1liHanIxxM7UpFOGDfb4jQ+YwOSTxmstbd2dBzgnJNdBZygQMSMBRnFUTcRiNQACRncR2rz68IwjG255WIpxjGLW7K6bEsmcn5gpOKS3SM2iPIMgsPyqpJKzwCJRyTtGPrWtNGkccMAx+5QBvrXK9jmRWn3m4e1jPyLhvzq1qifZdLVsbicDg4INZ0+8nzCOo2g9eaZPM72xiZzjHQ9qLapjvozLBM2Wcc9OK2NLj8tkiI4dsA+lVI9rwcriUHHH8QrWlmixb+QCGLAEenGM1c30JgtbksKRTXNxKg+XoCRnA9q6Tw/ZRm5IWP5tvbqa5/TbaUbkQcZClvSu28P2xt5kkbIAwOff/64rmnLodUFpc7KythHCR95/UVo2x3ZDfeqGA4iHuO1T244JP41UTGT3HvEsiFWGQeMVArGJhFIc5+4x7+31q1j3qKWNZFKuMg02hRYhIRSW4UdTmqoQzOJGyEHKKf5mqNrqMV3qtxYy3EchgxsVSPm+vPJFap6+1TuU3Yhfk4FRkGpyOvFRkUrAiIrzSEc5qUjPFNKkd6RSFQcVwniaEQ65KR0kVZPzGD/ACrug2Oa4/xev+m20nOWjI/I/wD167cBK1W3c68FK1W3c5iT5nAFSAYFJjkmndq9o9hLqNJ5pJBuj2sMqeCKXqaXGcjtQG5Q0+UxtJaOctGflPqtXO5FZ9yDBeQzA9fkar+e9JdjCk2k4voavh7Uf7L8QWdyTiMOEk/3W4P88/hXtI55rwE969l8Laj/AGl4dtZ2bMir5cn+8vH8sH8a5cTHaR52Y09VNehtUUUVyHmhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFB6UAeYfEe9Mur29oD8sEW4/Vj/gBXGHha0/EV79u8RX04OVMpC/QcD+VZTnsK9OmuWCR72HjyUkhEHzk+tT5xUKDvT2kAOOSas6IuyEdA7KW7HNQzoXki29Acmpmb5ckc0iZIBNJ2JlZ6EdyuYdo6mqE58ycQDnjmrl5dRQISfmdRnaKpQOBMHx8zetc1WSnJQXzOOvKMpKC+foSXEBWwlUZBIzxWTJsjsZFJ5YAVuX0hW2IUfMawby2e3dRINwfoawxkHdSWxzYyFmmuha0i0DTLcSYCRjIycZNS3NxHIzmPO0ZwfX3qtbtJdwuitsRBzx+lIse63nGc4GM/1rga1OJaIltpEuY44HCqQSd3ek1EwhxDCN7g/MTwMduKhtbRoVDuPcU9pBDcvKgViQCcjNJbgyrcQtbRB+nJNNtZTIN4PK54q5qVx9ttvli27TnjmqtnbqoDR5981V9NQtrodh4b8m4dBIwDL8xQ929a7WONWExX0AGPXdmvKbqSa1hSSMsjBshh61uaB43ksfkvYGljfq69RWDpt6m8ai2Z61aSgx7e/bNXIjjOOlZmnypeWkFzCcxyJlcjHFaaxlRiiJnIn3cZqKVWeN1VsEggGjBpRuIqiEeZTWNxpupRyJCwu4pAV2r9/J9O9ekKWMSFhhsc/Wpdp6kdKQrkUimR5xSUFSaXHFIEMPWmv1qQjjIpjKc0ikREe1cj4uIN1ar3EbE/mP8K7FhgVwPiK5FxrEoUgrEBGMH06/qTXbgIt1b9jswMW6t+xkmkPWnUle2eyIeKYrc05jxTBw1IlsraimYN4/hINSxndCD7VK6iSMqehGKrwAqmw9uKXUycbTv3Jh0ru/hvf7J7rT2bhlE0Y9xw36Y/KuEB4rT8NXw07xFZzlsJ5mx/8Adbg/zqaseaDRlioc9JxPbaKBwMUV5h4AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACd6paxeCw0m7uScGOJiD744/Wr1ch8Q7vyNAEAPzTyKuPYcn+Qq4K8ki6UOeaieVjJYlutNPJNPHANRe4r0j6FjxwtRrNuchVLY9OlDq7gANgVNCqxpjOAKBK7ZG4ZgQcrx1Haqy6fEeZZZXOcjLdKszTbm2xYZvaoyrohaRhxzgVMoRluiJxi3qrjZ/K3M3BY9SagWL94HxwOlLaFZXy/JJ4zTr2TbMka9etJRSWiMrRS5ktCeRNzrnoKo6oEa3QE9GGPrVuRtkAOcHHJPasqUtfXKBQQingH+dY4moowafUzxVSMYNdWTQRlLUhflBOSfaoinzgYwrdfer0Nuzt8+fLHb1NE8QLg46Vy4fDc3vz2OWlh248zFaJXtHAH8PFVQkMuGfJUrnjvitGFeMY4rMuh5ERQHBVgo+lPGU1GzRWMppKMkinfS/LiMbVPQVd0toprZkAChcZPvVR4fNYYHbJqOItbkqCRzkiuPS1jg1TuatzLCT5LMfKfg8dPeuo0DwfaXXkXGfOtSdx9Grj9PiF9qCpIpaJQS4HT2/Wu8sdfu7CFIYUg8qNdqqU4H5GtYYapON4nbRw1SquaKPRIYlRAAAAAFVQOAKkDcVw6eNL8Ebre2YemGH9al/4Ta6/58bf/AL7am8FV7FPAVu34nag5pw5rjB44faAdPQnviUgfyo/4Tlh/zDl/7/f/AFqX1Ot2IeBr/wAv5HZMOKMAVxv/AAnbdP7OH/f7/wCtTH8czHHl2EYPffIT/IUfU63YFga/8v5HYGmHrXFyeNr9idtvaqvoQx/rVV/FerOMCWJfdYhn9apYCq+xqsBWe9jvfao5ZI4V3yuiKOpdsAfnXncuvapNndfS4J6Kdv8AKqLu8rbpHZz6sc/zq45dL7UjWGXS+1I67WPFEKRmLT38yU8ebj5V+nqa44kkkkkk9TQaWvQo0IUlaJ6FGhGkrREptOpDWpqMNMP3jTz0pi9zQQxQaYRiQkd+aXPzUr4wDQIbmkHXjrQKXNAj3TRro32jWdyxy0sKsxx3xz+tXe9cz4CufP8AC8K94XeP9cj+ddMa8yatJo+bqR5ZuItFFFQSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXmPxKuy+qWlqDxFGXI9yf/AK1em9q8Y8YXP2nxResDkIwjH4Ct8OrzOvBRvVv2MM/dqIvtXk09uVzVcgsfbNdzPWkyWJJJjuLbF9B1qZrVdvJJH1p8QwtSOcKadjWMFbUqRRYdgvAqDVJdlsI0+9IdoxV9BtyawtQlM11iPlh+7j+p6mplojCu+SFl1JtM+eQyD/Vrwv4d6sLEJLppGGf4RU0EKw22xVG1QFoBx7HNCQoU7RSZT1U5iWNQcM4z9KhXMDlRgEjmrFwVlkQZ4VqgmGZ1Irm5FOo5PoctSKnUcn0LsUoSMA4pu4O1UpJSDirlsvGTXSmbwnzPlLAxFGXY4VQSfpWHslv5lYKQJHLH2FbskazRNExO1uDj0qSGGOFQI1CgVhXouq0r2SCth5VmleyRQubI21oJFJJQ/MO2KhtoIdQk4XHGWBrbwGBVgCCMEetY6gaTqCgK3lSDG72/+tXPVw8YSjLp1Mq2FhTnGX2eptQwRW8YjhQIo7CpKSlzXopJKyPWiklZCYoNLRTGJgelGBS0UAJik6UuaSgAooooEHejFFFABQaOKSgApDS0nagQxzhajDcEU+TpUZ4bFIze4HrxS53IRTW6UqHNBK7CCjvSUo6UAekfDORmstQjP3VlRh9SD/gK7ruK8++GXmZ1I/8ALL93/wB9fN/SvQfSvOr/ABs8HFq1aX9dBaKKKyMAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAZK4jhZz0UEmvAby4Nze3E56ySM/5nNe2+Ibj7L4fv5s42wPg4z2xXg+7A611YZbs9HAqylIexBGKFUAYFIOeaetdZ6G7J48Y7U56jU4HFPDUzZPQguZhDAT0OMCsfSomublpm+6uQv17mptTmaZxBGcu52r7eprTtYFtoFRQAFGKjdnI17ar5RCQhECjj+tUw581snp1q1I4RGkJ6DiqEXzo3PzGmyqktUhAu8mQHoePenxxlm564zT7eIibY3Q1beML8w47UlHqRCnfUyJR+9H1rStuFGao3CbZ1z3Gav25UqM0LcVJWmyyO1SqtQEjI2/pUqMcdKs7otXJQMVHcxJLA29c7QWFSA5p3alOKlFxZUoKcXF9RkB3QRnkZUHB+lP4oFHemlZWKirJIWikpe1MYUmaSlFACUUGkoExQeKXrTeaKB3FpCKKKBBRRRQIQ0dqWkNAEFyxWPIGTmmk/PipZOVxVcn5qRlLce/HNJEeaV+UzUcbYbrQTezHOMOacOlJJ2NIOlAbM9I+GSMLPUHI+UyoAfcA5/mK73vXHfDiHZoE0pB/e3DdenAA4/Wux7151Z3mzwcS71pBRRRWRiFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHL+P5hF4PvSWwW2qPclhXi6/MBXsHxK/5E+Yn/nrH/6FXj0DbgK7MP8ACejg/hsTrUqimqMCnqK6T0YocPSoLq4W2hZ2IH1qY/KMk1klTqt9s5+zRH5z6n0obJqzcVaO72JdLtjLIbuVcFhhFPZf/r1pvjbj1pyLtGKjcjdQlYuFNU4WILlFW3YeoqvaRGOVC3RhxUl2xbCepAq20YECkDlSDStdmfKpTv2GS4jAfptNEjZiBz941DqDYgwDySKZLKY7a2YnjdhvyouOU7Noh1Hh4m9sVJbScY4NQXzhlib1JNJA2DjNK+pz81qjNRZFBz1NSoWY5IwKhiwQDVhTVo7Ya7jwcVIDUQ6U4E0zZMfmjrSZooKFxRmkooATvS5pKKBC5pKKKAuFFJmlFIQUUUUwFopM0UDCg9KKQ0hEb9KrvxirD9KrydKDGZJnKVXBw/41Ohqu+VkP1pMifRlggmM4qNakjOUqNFZpNijLE4A96Bs9m8EQeR4TsuCDIGk5Pqx/piug71W0+2+x6dbWv/PGJU/IAVarzJu8mz52b5pOXcKKKKkQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAcx4+t/tHgvUAFDFFDjPbDA5/nXhUcvlivpDVbNdQ0q6tGGRNEyfmK+aJg8UjxuCGQlSPcV1UHozqoTsmaUF0Hfbjmry9Kx7CMu289K1ZJNgAUZY9AK6ovQ9SjNuN2Vr+ZyFt4f9bJwPYetWLS2S1t1iTt1PqfWkhgCMZH5kbqasDrTW9zSEPe52LnAqHOSTT5GwMCoWOFoLkyA/vLtR6cmtFl/dYrPtAXndz0zgVoycJQiaPwtmdf8AJjXsTVHxD8mi8ZBMi4I7VevBueP2aqXiIMdEbAztdSfYVMtmcuJ/hzfkZNnM00KbnZnU4bJrTjOMGsfTfumtZPu1EThw8m4pmtA2VqwrVnW0h4BNXQ3etUz1acrosA04GolanimdCZKKUHFMzxSg0y0OzRmk7UZoGKaaaM0hoELmjNJRSELmjNJRQA7NJmkooC4tGcUlJQA7NITSbqazd6AuNkY1A5zUhOSfaozgmgxk7j0PSorn5SrdjxT16027UtbMR1UZFImXwsIjkcVu+FdO/tHxRZxkZjRvNk+i8/zwPxrl7O5EgGDzXe/DecJ4ikjOP3tuwGRzwQf8aib9xtGFSp+5cl2PVqKB0orzTxAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAA9K8H+Iei/2Z4qlaNcRXf75AOxP3h+f8694rzf4oTWztYQbQbhC0mc9F6Y/E/yrah8djbDpyny9zzmFPKjVFGWqzHH5YyTlj1NJGAmSfvGnCQE9a70e5BJDu9OzimimyNhcUzS9kNZstntUE8m1CBT88VGF86UZ6CpZhJ3J7WPYgqy/IpEXAGKcetUdEVaNjOueCDjjNSS2/wDaNq1qmN02EXPqTxVqSFHAzwDWr4R0v7b4jtYwN0cb+Y/0H/18VE3ZNnPVjyxk3tY87treWzu5rWZCssTlGU9iDitFF4rv/if4XW2v49dtkwsxCTgf3uzfiOK4ILWVN3jc8zDr3SSPirkbZ61UUVOo75rVHdDQtKcVIr5qBScVIDVI6UyYGnA1GDTgaZqmSZozTKcKCrig0d6SigBaKTvS96ACijHNFABSGlpDQAUlL2pKADHtTcCnGkI4oJIsgE5pnWnPxSICeaDN72E2nNSY4waTFLQNI564zp2okA/IxyPpXa+CrsR+KtNfPDybDzj7wI/rXJeIoC1sk4H3Dg/Q1b8M3LRS2dznmGVWzjPRhWTW8TzmnGpOl0aPpAUUAgg46UV5x5YUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAEU0qW8LyyMFRFLMT2ArwjWdYbW9dubw/wCrZsIPRRwK9E+JGsmx0cWMTYkuc7sHkIOv59PzryeyHyOx9cV14eH2jvwdO3vPqPuJCtQwszSeoqCSYySNt5FW7WPAya6N2dalzy0LgO1fSoWOQT3omccDNRrk1VzeUugjE9BViCLavNMSLJzirQ4XFFhwjrdiijcN+M0DArNu7zy78QJy+0HHpQ3YudRQV2aTOAMYzmvSPh7pH2bT5NQlTElwcJnsg/xP9K880XTpdU1C3tFyWkb5j6Dufyr3O3gS1to4o1CoihVA7AVzYmenKedj6z5VBdSl4g0tdY0S6smxmRDtJ7N1B/Ovn2WFoJXikUq6MVYHsRX0r/DXifj7S/sHiaZ1XEdyBKv16H9R+tZ4eWvKcuFlq4nLLUy1EowamWus9GJIo9alH0qNakFUbxHDrTwKaKcMZpmiHdqUUgpaC0OopBzS0DCiiigAooooATFLRRQAhpKcabQAhpT0pDS9eaBFeY4/GnR520k65KntQkkZO0MPzpGX2hxpB0qTAIphA9aZViKaIXELwuPlcEGqejQPbIYn6o+Cfxq9nHJ6CrehW7X+uWcSDmWZPfAByT+QqX3OepGN1N7o95X7g+lLSDnn1NLXls8EKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACg0UUAeMfEy7Y+JJUb7sUKAfln+tcfFIY9GM3cqT+Zrp/ilC6+JLhj0kijK/TGP6VzgdLbTIjIQFVRnIrvpfCvQ9Si9PJIhsbZliUyAhjyQa0CRHHk9qqW9z5ygjmpxIpYkn5VP61ojop8sY6BHG0nzHv61YWMAVWN9GmSTgUwatC3AVqd0i1Upx3ZoqABSNNGnVwD9ayLm+klAjtz8zHB56UxLCXbvmkVc985o5uwniNbQVzaEit0YGsi5ty2uiXt5Yqza25Vwsbs5PYV1+geBr/VdRjub5Gt7BBzu4eQ+gHYe9TOaSvIzr1U4Jy6M6D4c6OUil1OVCC37uEn07n8+Pwr0Cobe3itreOCFAkaKFVR0AqbvXnzk5SueRVqOpNyYVwnxN0z7To8N8i5e2fDEf3W4/niu7qlqtkmo6Vc2bj5ZYyv6UQfLJMKcuWSZ89bcVIlOlieCZ4nGHRirD3HFMXrXoo9lInFPFRLUoqjaI/pTqYKfTNEOFLTRS0FIcOtLTR1p1BQUUUUAFFFFAC0GiimMSkNKaD0pCG9TSClooEQ3X/Hu7AZwK5uzf/SjIGYHJyM11LDcpGODXNHTrmO4kVY8gkkMGFRNHBi4y5oyReub6aJBsXr3NLbXUkgzIRSxWVzLatHOVBx8ueTRFpku0iVxjoAh/nRrcEqvMnrYJb1HcQRndI3UL2HvXf8Aw20ozarJfOp2WybVP+23H6DP51meE/Ay60s9z9oEESSBThNzPxnrn6fnXrOl6Xa6RYJaWiFY1yck5LE9ST61hVqpJx6nLiK9ouD+Lb0L1FFFcZ54UUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFBoooA8n+LFuv8AaVjL3kjIPHof/r1wcro+nyb1yAp3D2r2rxr4XbxDZQvAyrc25JQN0cHqvtXn2nfD7WtQvtk0X2O1GRI8gyfoB3/lXZSnFQ1O+jViqWr8jibB3lhYQKVOPlZuntU8elztDsluQvOeB/M1sap4fl0TV5dMR8rE3yHHLKeQafDpDO4MkzD2HOaJ16dNXkzWMY8qctTEGit/z3Q/gaemjMGAZ0A7kV3en6HYhPnh80nqWYmt2DTbRB8lpCvH/PMVySzKitkw/dL7J5bLo0RA8qTae+7nNWNDhbSNatryVEmiRx5isAwKng8H2r01rW3U5+zxY/65j/Cs+80/Tp2UyQBBuBZowFNJZjTk7ONgc6T+zY7+0s7FUSa3toF3AEMiAZFXMAdqjtmje2jMWPL2jbj0qWi9zzG7hRRRQIKDyKKKAPGvH2lHT/EckyLiK6HmD69G/wA+9cr0NexeP9LF94ee4UfvbU+YPp0I/L+VePnrXfRlzQPWw0+emvIetSqc1EpwKkWtjriPFOHSminD6UzRDh1pabSjrQWLmnZ4ptLQMdniik9aKBh3pQaTFLQAtHFJRQO4ZzSGlooENopT1pOlAhPamhRmn1raIqO0oZVLDDAkdqyr1fZU3O17GdWfJHmsZ8NlcT48uB2B74wPzq/DoFw4zI6IPQcmt9PmOOwq3FEMV49TM6r+FJHDLFze2hseC4Le00yW2iYmUSF3J6nPA/lXSjrXC2ly+m30c4+50ceoruY3WSNXU5VhkGnRquorvc8yrfmbfUdRRRWxmFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUYoooA4vxzoYuYhqUKDzol2uQOq1w9s3A/vds9K9onhWeB4nGVYYIryi+019K1WSBx8ucr9K48VDXmOmhLozSswdgyRWwhwg2msa1YbVAOMnmtiI/IOOK4TaQrKWGMVRuLfIIHetM8nHbGKjkTjpVIi5b8MX52tYyn5l5Qn0rpa4Is9pdJPHwyHJxXb2lwt1bJMh4YZr0aE+aNmc9RWZNRRRW5mFFFFAEF3AtzaTQOAUkQqR9RXz9dW7W11LA/3onKH8DivofqteJeMbb7N4qvlHAdhIPxANdOGerR24J+84mEtSrUQ4NSrXYepEeKUUlLTNEOpRTRThQUhaWk6UtBQUopKKAHdqTNA6UYxQMWikFLQAUUd6TpQAtGKM0UAIavaRJsvgCeHUr/X+lUTUtpL5N3DJ2Vxn6VnWhz05R8jOpHmg0dfb4Jwa0o0G3ANZkTbXwMYzWjC2Ur5ex4jGXKZFb3hq8821a2Y/NF0z6GsWVcpg0mk3BstXiJPyP8rfjV0ZckyZx5oncUUCivTOYKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK5nxdpRurQXUS5ki6+4rpqZIiyRsjDIYYIqZx5lYcXZ3R5dZSgcHrW7byggCsjVrJtL1R4yCEJyh9qs2cvIJPFeTKLi7M7r3V0bI4GAc04gYqGM7hmpdwPA/OmjLqVp4lY88fWtDw7d7HezY8dUzVRwuearbzbXMcy9UOa1pT5JJikro7iioreZbiBJVOQwzUtekcwUUUUAB6V5T8Srfy9egnHSWHH4g/8A169WrgPifb7rOxuAD8sjIT9R/wDWrWi7TR0YWVqqPMx1qVaiPWpFr0D2YjxThTRTvWmaIUU4U2lHWgpDh70vakpaBhSgUlHagY6kNGaWgYlAoxRigAoPNJS9qAE6UueKKAKACgjiloNAHUWj74YZP7yAmtaF8rXOaRNus2iJ5jb9Dz/jW3auStfNV4clSUTxKseWTRdJ6VTuOOV6g5FXByBVe4Xiud9yUdtp9wLqwhmH8SjP1q1WB4VufNspIT1jf9DW/XqQlzRTOOSs7BRRRViCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAMPxNpP9o6ezxrmaIbl9x3FcJZzsrbXGNvrXq9ef8AinR2sL77XCP3Ep5x/Ca5MTSuuZG9GpZ8rJ7efcowcirW9QuWYKPUnFYlnN0HatVSkkexlDL6EZFcS3NpLUssAR1FVZVJB4zVgHPWlZQV4PNUSWfDt8QWs5D05XNdJXCsWtrhJ4/vIc12lrcLc2ySqeGFd2HnzRs+hhUjZ3RNRRRXQZh3rlPiDbibwvK+OYnVxx74/rXV96xvFUQm8M6gpOB5DHP05q4O0ky6TtNM8M71KtRH71SLXonurckFOFJS1Rqgp1NpaCh4ozSClFAxaBRS4NBQlKaKM0AGTmlpCKMUALSGloAoAQdKXtS4pKYB0ooNOiieaVYokZ5GOFVRkk+wpCbsX9EZDqkMEhYJOfKyOxPQ/nW5GHtrqS3kPzRsVPvWx4V8GPZumoamu2dTmKHOdnu3v7dqz/FcBsdcE2CI51B3dtw6ivHx6jKXNE8OviadSvaD6FuNuBg0kuWU8VBZSbkFWyAeteYGzH+G7j7Pq5iY4Ey4x712tedsWguY51HKMGGDXoMMqzQpIp4dQwrswsrxsc9ZWlcfRRRXSZBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABVe9s4r60kt5hlHGPp71YopNX0A8subafStQe2mGMHg+o9a0bacMnXmuq8QaMuq2eUAFxGMo3r7VwMUr28hikBV1OCD2rzq1Jwemx105c6s9zoUkz3qwCD9ayYZwcGr8bg8k4rJDcSSWPeDVrQbwwTtayH5W5X2NQA5FQyJsIkU/MDmtac3GVyZK6sdnRVPTrxbu3Bz8y8EVcr0U01dHLawVma+rtoN+Ixl/IfH5GtOs3V59luIlwWc4we4p3tqNOzueCYJ5qVOld7eeBrO5O+0me0kY52ON8f4HqP1rBvPB+tWSlzZmaMc77c7x+Q5/SvQhVhLZnrUsXRqbOz8zEFOFBUq20ggjqD1FLWx3IMUuBSCloKFFOxTaWgaHClpBS0FCHrSA80pHej0oAWikFLQAuKKTNFMYtJW7pnhPVtTdD5Bt4W/wCWs42j8B1Nd3ovgbTNPIknBvLgchpR8o+i/wCOaxnWjE4MRmFGjpe77I4TQvCmoa4wdF8i1zzPIDg/7o/i/l716bo3hvT9Cj/0aLdMRhp5OXP49h7CtYAJgKAKdsPU/lXLOtKXofPYrMKtfTZdiNhkYFZGu6UmqaXNakDzCMxt/dYdDW0QRx2qCboQOTWEldWOOEuWSaPMdK8wZjkG10JVgexFa5Bx61Lrunta6mt+n+qnwsgA+647/jScMvBrzakeV2PbhNTjzIpTruXpz7Gun8NXXn6aIz96I7fw7VgtFxxj8as6DObbVTE3CzLj8RVUJcs/UKivG519FFFegcoUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAArk/FWg+eh1C1X98nLqP4h611lIQCCCODUyipKzGm07o8pt7kng8YrTgmz3qXxToLWM5vrZf3Dn5lH8JrHtpz61504ODsztjJSVzoYZQWwSat4BHtWPBNyO1akMm4cc1CE1Yktp5LK5Eij5DwRXURSrLGrqcg1zZjWQcVb0y5Nu/kyHKE8H0rroVLe6zCpG+qNysHUU+134RJQrp0B6Gt0kBSe1csc3F9JIpzlsZHauiZzz2NJGMYCXERXHccg1ajETD5JSv1qKC4cDbIoZenNWPLtpM7E+buoqkjjbZXu9HtNQTF3a29z7uoz/311rnr74eaZPk2k1xZt/dP7xf15/WurhtVX5oHK+qk1MxmQfMgdfWtI1Jx2ZpTxNWn8Mmjya68D6xbrvhSO6X/pk2G/I4rCuLW4tJPLuYJYX/ALsiFT+te2QTxNcTLtIVMAD0PenzPaXiGOSNZY+mJFBH61tHFNfEejTzapHScb/geF0uK9dl8GaBcSb2s1Rj2jcoPyBxUa+AtBXjyJW92mbP6VqsTA7Fm9G2qf8AXzPJ6Aa9Ub4f6KzkgXK5PAEpwP0oHw60Zjwbr/v9/wDWp/WIF/2vQ8/u/wCCeWUnWvVh8PNG6FLr/wACP/rUr+B/D9uAn2eWSQ8jfO2cZ9scUfWICeb0Oif9fM8p6e1XLLSr/UW22dnNP7onA/HpXrUXh/RdOkEqWVrEAMZYA8/Vq1YyMja3yeg6fhUSxS+yjnqZz/JH7zzrSfh3c3IWTULgQJ3jiG5/xPQfrXa6Z4Y0nSADbWymT/nrJ87/AJnp+Fau5QcqCcntTvmIxgA1hKrOW7PLr42vV0lLTsVb/McImQ8xEMwPQr3qZW3YKkYPT6VKUBBU85GDVK2BiVoDyUbaCfTtWPU5eheVQoyetKTxTFPy804DPJ/KrM3uIcnj/IqGRQo9T61YPamMoxmlYpGNqsH2myli2glh8ufXtXJWlz5iDPDDhh713kqZWvN9Q/0DxBcwDhGIlX8ev61yYmPU9LBzv7prjmoJSY5UmQfMjAj8KW2YugPJzU00e5DxXLtqdzXQ7C3mW4t45l6OoNSVheG7rdbvasfmiOR9DW6a9KEuaKZxtWdgoooqhBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBHNClxC8UqhkcYINeba3o8mjX/AMoJt5OUb+lem1U1Gwi1Gye3lAIYcH0PrWdSmpouE3BnnMEvTHIrTtpz2NZc1tJp108EoIKn8xVmCTnArzmmnY7N1c6CCTdjJ7VPsDDNZUFwFIzWjDKO/INO5lJF+K/K27RyHnHymsqGGIyiVwY33Z3qcGrThZF4AxSworHyWwD/AAluh9q6adS+jOWtB9DShtnKbopY5h1w3yt+Yp6bon3SK0Z9xkfnVFLW6jO6AEMO3atCDUihEd3EYye56GupHDJMm2hwHU/ipzSpK6cHkVMsMDncnGe6HBpssEqrlGEg9GGD+YqiDOtirXNy2BzKf5Cr3lx4AKgbvSqenLu81sYzK3BrRIXaPmXP1qUVJ2ITbooyCRj3pm1CuS/61OQT6EfWqt9bl7V8KRgZ4pkx8ywsZOP3h/OpBC2QRIciq8MDrAinccCpArgcBhQNk4EgJy+fwrN1IPHe2c45VmMT/j0q6vmj1rO1l5I9P87BxFKjn8DSewR3INekaJJnWEyPFDuROu4+1SaGZLq2RmDRKUDGMcBSa0Li1hv4VkDtHIF4kXrg9vcVLa2y2kOxWZ2PLMRyfyqhNkwVUxjqO9Juz600k56Y+tJjcfm6e9Arjt2T8vNV7hWiuI5hja3yN9exqyNookRZoWjbowocQTFQjPI5px9KrQCQDD8uvBPr709S8mQMYHVqBNEtMZutK7bBjPJqFmVVLOwAxk072CK1IpmwnWuG8SWMl7rVk8S4UIyyv6DII/rXR3eptK5S3Hy/3z/QVnlDuLNkknkmuStUTVkehhqUovmZHbwiNAop8wwjDHapAcDpUUsgweeK5DuWrKmmXJtNYi7K52N+Ndsa87nfFzCy5yHB/WvRFOQD7V1YV+60ZV1aVxaKKK6jEKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDB8R6SL228+Mfvo+fqK4yBirbTwc4NeoEAgg9DXC+IdMNjeGeMfuZDnjsa5a9P7SN6M/ssrowyMd6vQTMp2nkVkQvnFXYTlsGuQ6GjXVyyjtSM4PBGagjchdtOBwPWi5m1csx3U8agIzEemea1LbUopoytxj5VJKuOTgfrWIG98UrYYdia3hVkjCdCMzXt332wvLIlY5FDhCCMe2DWpY3y3UeCAsg6j3rJ07UxhbacZzwrf0NJfJ9mLXVpKquv3o36NzXZGV1dHBUpuLs0adigCOexlZv1q62MAcGqcMRhRUfep9cZFWV4QZ5qkYNkZjQ9UX8qY0ERHMYI+lTUEcVQmyA28YHCimiFO6Y/E1N8+DwKcAe9IVyNYkH8IP4mquq2QudKuY0XBZSRitDaKcM54ptXQ07amJ4bv8A7ZpQLEiSE+UyY5yK3P4BkYJFYGixi01/U7XGFZxKg+tb052qKiGxU9xvA5HJppyaco4GaU9KszGCpQKYBSg1QxxRSckH86ikmSCNieMHgCps1VvIBMme6nIqWUiATGR8nJJ/Sse/vzcStDGx8tTg4/iP+FJqerLZ7baMgTSDj2HrVGGMBcqfxrjrVfso9DD0FbmZKuRQzepppIHGaCp61zXOuyDdkGqlyx2+1Sk5ODVK9lCDHepbsarcq24N1q9vCOcyD8q9IHSuG8J23nazJMRkQp+prua7cMrRv3Oeu7zCiiiugxCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKqahZJfWjwuByOD6GrdFDVwvY8ylhks7h7eQYIarEL/ADCtzxXp5ZUu0HK8Niuchf5hkV5tSPLKx2QlzK5qpJk4HWrCnNU0PAIq1Hz1qED0H9uRSgYNOAAHPBqnd3P2dC5+6Opp3sJLmZadRjIJB9RViS6OpXFjZMNszTqXwOCq8k/pWdBeK4+bGPUVteHbfz79rxhlYlKox9T1/StaEm3ZGWJglC8jqGI+lRMKc5pnWvR2PFYmaXNJil+tUAZ9qTNIW5pM+tSxWHbqFb61HkZNAbBpjMmUmHxXDJ082IqfwrZlJMeSO9Y1+ceILA+oYfyrZmO5OWz7VnHdmktkO7Cgnij0pCeKsyEzTs0zNLnimxjx0pcZGKZmjrSDU5zWNDH2xtRiDMxHzp16dxXPXmsw2UDOzBQOnqfoK725nEELM3QV5Frer6dN4tis0s1M0pAYsvB9x6Vw4ilrzRPXwda65ZHSadK93Clw2QH5CntWgxwtRQQCKNVHAp8jYGPSuVPudMldkMrBBWNeS7mZj2FX7mUFSQaxb1zt2DvUt3LStqdj4Lt9mlvcEczyE/gK6aqWkW/2XSbWHGNsYzV2vWgrRSOGTu7hRRRVCCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAIbuBbi2kiYZDKRXm7qYrh4iOVYivTjXnOuBYtZnUdSc1zYlaJm9DexNHgoCvPrVyBsnrWdp7iRCM9Kuxny5CT0rkNm+hf6iqmo2ouLWSNh8rDHFWrf94SAT1qxPFiLB5qmrom/LJHG6PDqFzc/YnTy1RsGYngr6j1PtXp+nQxWtqkEQwqjqepPqa87fRLyTUXuYNQ8tv4YdvH512uhTyvbKswxIOG+tdOHgoo5MbNz+Rt/jSdKQuBUbS5FdR5jQ4vgUwyD1NRMwpuTmncZIX64pCxqPP40FqLjHgnPWnA4qIMc05Tk0CZn6mQNV00/7bfyrZk2CIhRz3rF1QH+09MA/56H+VbMqbUOT+FSt2U/hRIeg+lNK04Bjz27UjE44qjJjSMUgoyTRQNDs0F8Co2kVBkkYrF1DWUiBVPmPtSbsaRi5bFy8H2pwhb92PvDPX2rj77R7a+8V/wBpBFIt4hDFgcZ7n+lWkvLu7cjPlxH06mrkcaW8XYcVx1anNoj0qFFw1YgwgwelUL2YB9qHr1NRahqfluEjUvIeigZqrbQ3M0m+4+UE52965ZM7opJXY+YfIM/dHP1qlbxfa9Ut4P70ig/nV3U7hXeO3jAznGBT/D0Al8TqBz5ILE++KVNXkkTN2i2egAADA6CloFFescIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFeZ+JnYa3KfSvTK838YAQ6u27jzMYNYV1eJrR+Ih0d90pI5BFa2pKbW1E20kd8elcxpeowwXbRuduG456iuvN/BdRAZDJjHtXG1Y6Wne5X0zUod2Q4x2rYW4WQEZyD3rl9T0NhCbrTTl15MYPB+lQaRrYlUxyEpKnDI3UU02inCMtUb2pW0rQtJbMVmXlCPX0qDQfETtcNbXieVcp1UjGauWt2ky4qO6sLeSVJZF+ZCCHHUVpCo4nPVpKSs0dQJS6g9zRyetVLW6iESq0qlvrTpb1FyAQfpXapJnlOm07FgkCml/aqq3BfscVMpz2ouTy23H7jQCc809R2qQKPSqENUZpwU9RSgYJp20ggg9KZLMnUwW1rSgQeGY/pWu4TPBJY9fas64xJrtsGH3Imb860yVwqqmCfWpW7LlsibOABmkOMc0uKjdgBVGQjMBUEs4QHmo5Z8c5FZ00jykqDxUt2NIQuMu7tpTtQnFYtw6rIY0G6QdSe1aF5OLNQiczN077fesmUCKFmJ+Zuprkr1OiPUw1Dqyx9ritkAyC3rVV7qa9kMMAy/cnovuayoo5b24YeZtiTqw6D/E1eGqWdhbvFARtX7znqT9e9ciZ3SjbY0FgtdNiLOwaQ8s56ms6SW/1IE2gEEH/PVup+gp1laz6tMJroFLccrGeC3ufQe1XNSvY7dBBEVDN8qgU2Z7OxjJYTRzGO2dpbkj55n/AIRXS+EbAWrTzFizMdgY9T6n86ghCWOlbj/rHPXuSa2tNhNrBFGfvdW+vetsPD3rnNiatlY2qKKK7zIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAAVx/jzRTqGnC4h/10PIA7iuwrJ1qT5EjHU1FRXixqXK7njpinjVZbyF/LP8Ay0UfzrYstPlkUS6XqHJ/5Zy9DWtcsum3BLoGtZTgqRkA1kappdxpDf2ro+ZbU/NJADyvuK4WrHfGfMkasGsXWnSrDqMDQMehPKt9DTdV0+DUT9vsHCXa8kDgNTtL8UWWpWgiuUSRCMFXH86fcaErIbjRrgr38iRvl/A9qTGtzMstZdD5co2SKeVPeuitdXhniAkPB44ridQErSlLiJobgH+IYJ/xqO3uJoSGZW9ytRc25UzuZkimX5WP1U4Iq3ZLDGFEkxB/2z/WuVs9YjGFZ8H0birrarCxwG5qo1HFmU8PGZ3cMKlAyEMvqOatJERjivP7HWbi1uFe3JC5yy5+8PpXo8Z3xq+MbgDiu+jPnPHxdF0Zb3RGEz2xTwuKkxR2rY42xuKOlOzSdTQTcz+Dr5PULb9+2TWiOctj2FVYkX+2ZW/6YKD+Zq2XXPXgdMVKNH0HuQq1VkyRz0qU5PJNQSEudi0ySnL85wBmqWpXa6bbjlTPJ9xT29zWrcPFYWrzyDhR09T6V55qGou95JdXbYZ/9WvXA9BWFafKtDvwdNVJ67E016kAMpcSSNycnqaS2SbVF86cmK19jgt7D2rKWCOa5a7unVcgbYV6H3NbelW1/rrEACC0U4MuP5etcNm5WR61RqEb7DJY2vJFs7CEsBwEQfzNVY9DaTW0SSQSrb9VQfu1b29SPWuxupbTQNOFtYKBNL8obqxPcms6ER2FkXY/Ow+pJrSVNQ06nLCtKSv0K11PKsqWNmm6WQ4yKr6ro4tdQ06Jm33ChpJW9SeAPpXUaFpYtY2vZ1/0mYZGf4F9PrWXdTJPr1xMT8kWFB+gpunyQvLciNbmqWjshqw/adZtIMZihBlf8On61tFv3qn1NVNGRZY7i/A5mO1c/wB0f/Xqw3Mwz0FdFGNo37nHXleduxrDoKWkX7o+lLW5sFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABmub1OYvetjovAroZX2Rs3oK5+W3kE5c/Nk5qJptWRMpJGHdxx3ETRSjIbgiqmlSfY5zaTNuiP3WPpXULYW8rZZWVj1waytW0GXyHkjIZR/EOq1zzpvcqjXUXys5/WvDlvZ3JvrRcRuf3sa9vcU2z+12hEkDmaE9R3/Krmm3kqMYLxiWHHPcVvaZHYtIIHRDG5wrD+E+hrBLmdjvk3GPMtSpDcWOpQ+Vdwo47hx0rPvfCqoTLplzsB5MUo3J/iK6q68KxyNvgfa3YN/jWRf6LrVmgMAMid8HNU6U49DKniYN72OG1PTdRgjzLp4Zc8vbtux+HWqunQfaCQt4xx1UcY/OuzF1cquyaPyz3ZhTrDSoL7V4fMUMJMhni4PTvUqLb1Ox1YqLlfYteCLYi8mjuoUlKpuR2TJXmu8NUdN0u30wMINx3dS5ya0K76UOSNjwMXVVWpzIME0h460ucUhYGtTkY3NBPHHWgkUwtjpQC3K4j8+dnDFCQFOTjpUiROG2ZBweoPWm25AQscKd5BDGpPNKMQgG4+nNI0JJTgCNetOjhCDJ60QxbPmblj608vjk0EXKup2ZvrMxKwU5yCelcBdaey6kwePe0fygAZ5zXoEl3ztjG5vaq8dgjXDXEoBdqzqU+fY6sPXdHU5iDw4b2WKW9+dU+6i8fnXQvCLa0JLLFDEucKMBQK01RVGAAK5XxleOqw2af6tvnl57dhUuCpxcjSNWWImoyehnfaY55mvJ2Cr0iRj0FaXh6wl1Gc6hdDNujYhU9GPr9BVSx0gavIsAJFpHjzpMcu3oK7eGOOGFIokCIgwqjsKyp0nKXOzfE11CPs4Fe/m+yWE85P3EJH1rhRJMyx21vH5k9w23Pox6n8K7jVrNr/AEye2RtryLhT71iaDpNxBMbq8jCPGpRF9+7VpVg5yS6GWGqwhSlJ7mlHAtpZxW6fdjULmq7na4x3q/LwKosM3C+1apWVjjWruzVT7g+lOpF+6PpS0zvQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAUdVnNvZlx6iq1tOk8YGRmptVQSxqjfd5JrKjgeDDoTiou+YwqmsIcHIqRUIGOvtVe3nO0ButXkZWFWczuc9rHhW31CNpIP3U2Mgds/0rm7dZYHa3nUxXCcDHAb2+telADgHvVe50q0up455I8yIc59frWU6KeqOuhi5U1yy1RPp0zT6ZbyyArIyAtmranFRDgADoKUsK2SstTinJNtoZd2ttdRFJ4EkX3HNUbPSbOwmMtuhDEY+Zs4q+SSDTaTim7gqkkrXCnU2ml8GqEkOJFMLUwtmgkY96Y7Ck5ppJ70ZpM0gSGqjMX2/xNnB6VPHGIhk7cn0FVwT5YO7bknvUb3Lr8ud34UhlyW4VM5PNVd8lwcLkL60RQGU7pD9BVtVCDAoFohkUKxDjr61LSYyadtx3oJbDFZ+paPb6ltaUski8Bl6kehrTC8UYoaT3HFtaohtreK1gSCJQqIMACpqMUuaErbCbbeo1qY3SnMaYeaYipL09qprzcgVcn6VUg+a5P4CpZtA1R90UtFFB3hRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBm6meQPaqtueCpxVnUGBl2n0FVo17ipW5zVdy0IgOlTRfL3qKNjwDVgLnpVo52SK/OKnVhVYKRTgzDtTET596TdiosmnAE0CsOL4ppkoK5pNlFgshu6kOTTtuKNopjIuaUAmpdg704rxSC5BjFMditSOQKrueDz1qWNAQ7oqqB9TU0VuqgHGT605EBPB6VPwBTSBsb0NLuFMeRFySwAqhJqe5zHaRNM46kdB+ND0Jtc1BwevFI0ka9XFZXk3twczXAT/ZjHT8acNPPeSQ/U0rlci7mkbqPsab5+eBVRLXYRgmrCJjrzVBaxMpY+1PFNU0uaCGGfWmOacTUbng0AkVZicdaq2nN99OaszniodOXNzI3tUvc3pK7NSiiig7QooooAKKKKACiiigAooooAKKKKACiiigD5b/AOFveOv+g5/5KQf/ABFH/C3vHX/Qc/8AJSD/AOIriKK3sjy/aT7s7f8A4W746/6Dn/kpB/8AEUf8Le8df9Bz/wAlIP8A4iuIoosg9pPudt/wt3x1/wBBz/yUg/8AiKP+Fu+Of+g5/wCSkH/xFcTRRZB7Sfdnb/8AC3fHX/Qc/wDJSD/4ij/hb3jr/oOf+SkH/wARXEUUWQe0n3O2/wCFu+Ov+g5/5KQf/EUv/C3fHX/Qc/8AJSD/AOIriKKLIPaT7s7f/hb3jr/oOf8AkpB/8RR/wt7x1/0HP/JSD/4iuIoosg9pPudv/wALd8df9Bz/AMlIP/iKT/hbvjr/AKDn/kpB/wDEVxNFFkHtJ92dv/wt3x1/0HP/ACUg/wDiKT/hbvjr/oOf+SkH/wARXE0UWQe0n3Z23/C3fHP/AEHP/JSD/wCIpf8Ahb3jr/oOf+SkH/xFcRRRZB7Sfdnb/wDC3vHX/Qc/8lIP/iK+j/DN5PqHhTR726k8y4uLGGWV8AbnZAScDgck9K+Oa+v/AAZ/yI3h/wD7Btt/6KWomkdGGk23dk1/81wwGMgCq8Ddc1JeN/prd+1RwjnisFuXV3LqDPNWFPFVozgYqyvStEc7JV5qQAdqiXrTwcUxDsCjFA5paCWxDSD3p/GRSkD0oDUYaAKkwMVGzhKAsxeg5qGSUAY71HLcjGM1AZA3SlcqMWOZ81F5g8wAnGOaJJMLjr7U22tTdK7uWVTwMdalvsawp8xZ+3QxRlncKPU1ly68JXMdlE8zdz0X86xLvSJl1CYNMzIpyu45yK1rFhFGqbQoHoKlSbLdNRJI4JLlt17IW9I14Uf41pRqiLtQBQOwFQrtYVKBirRk2TjqKeDxUK5qQNVXIsSg560pxTAQadgCgBw6U6mA4FLuoJaFNRv0pxao2NMpIqXJ+WjTBnzX98Uy4Pymp9MXbaZ9STUPc6KK1LtFFFB1BRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHxJRRRXQeQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV9f+DP+RG8P/wDYNtv/AEUtfIFfX3hA7fAegn00y2/9FLWdTY6sL8TILxit+WHRjU8RAY1BIBLIDnmrEQ3L71hEupuW4xzU4qvGcAVZXpWhgOXJPNTAc1EvUVKDTQhRS0gpaCbahSOxWg5JppHNA0iJnkbhTiozBI5+ZqsgYNDHpiixVysLRM8nNI0UcY4FTE5qCQg9TSasO5Ay7s46k4HHetKNBHGqL0AxVaBcydOE5/E1bFSdlJWiYWq4jvQem9agjAPIxVrXUVvKJH41nwOyHaxyOxqOpNRamgmccGpkY+tQIe4NSqRnnirRztFhW9TT1qAE9qkVqokmBpwOajHUVIBTEKKdkYpuOaXFMAJ4qNulPNRt0oAoXTYT61oWa7bWMe2azbrBXHvWtCMRIPQVHU6aC3ZJRRRQdAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB8SUUUV0HkBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfXfhT/kn+hf8AYMtv/RS0UVnU2OrC7siT/WfjVuLhuKKKwiORYHWp070UVoZdCXsKeOlFFMQ4dKWiigXUO9IetFFMYh60lFFAEbdDVf8AiFFFJlIs2/8AqyfVjmpqKKlHetjL1sAwR5H8VZKElV+lFFZ9TOoWYycVZSiirRzMlB+epexooqmSx4qRetFFNCHUtFFMQhqJ+lFFIZnXPUf71bEX+qX6UUVPU66Ow+iiig2CiiigAooooAKKKKACiiigAooooAKKKKAP/9k=", "path": "029909.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029910
Women Tops & Tunics
{ "bytes": "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", "path": "029910.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029911
Women Tops & Tunics
{ "bytes": "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", "path": "029911.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029912
Women Tops & Tunics
{ "bytes": "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", "path": "029912.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029913
Women Tops & Tunics
{ "bytes": "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", "path": "029913.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029914
Women Tops & Tunics
{ "bytes": "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", "path": "029914.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029915
Women Tops & Tunics
{ "bytes": "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", "path": "029915.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029916
Women Tops & Tunics
{ "bytes": "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", "path": "029916.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029917
Women Tops & Tunics
{ "bytes": "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", "path": "029917.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029918
Women Tops & Tunics
{ "bytes": "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", "path": "029918.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029919
Women Tops & Tunics
{ "bytes": "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", "path": "029919.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029920
Women Tops & Tunics
{ "bytes": "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", "path": "029920.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029921
Women Tops & Tunics
{ "bytes": "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", "path": "029921.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029922
Women Tops & Tunics
{ "bytes": "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", "path": "029922.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029923
Women Tops & Tunics
{ "bytes": "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", "path": "029923.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029924
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAKqAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD1yn0UUAFFFFACjpSUo6UlIQUUU8A5obGMpe4pxGaB90UXHYB90UtFFSMWiigDmtBBRRRQAUUUUAFFFFABRRRQAUHoaKKACiiigBW60DrQetC9aAEpe1JS44oAF/ipV6Ui9adQAUUUUhBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUAE0AFFGD6GjB9DQAUUYPoaMH0NABRRgjg05OtADaKUg5pMH0NABRRg+hooAKKKKACiiigCvRRRSAAKAcUEYooQBTttAGadQ2NIbtIp1FFJsLBRRRSGFFLtNJQAUtFFWrIQUUUUwCkpaSlLYYUtJTl60lsJiUUUVQBRRRQAUUUUAFFFFABTieKTFGBS5kAL1px6U1epp1K6EFFJnPFLTAKKKKACiiigAooooAKKKXY3pQAlFFFABTgM02pF4SgaGbG9KNjelS0UwsRbG9KcqkGn0UBYKKKKBhRRRQAxlJNCqQafRQKwUUUUDCotjelS0UARbG9KNjelS0UCsRbG9KSpqjZcUA0VaKKcOtSIbTgM06ii47BRRRUjCiiigApV60lFABRRRQAUUUUALRSUVV0AtFFFUIKVetJRQAUUUUAFFFFABRS4pQKV0wEAobrTqYxCgknpRcAp2R61Qn1BIVd8gBASxJ6VmRS6tqw82F/sFqeFdkzJJ7gdhSbCx0QXJ4z+VKY2rmZNDO7c19eyP3JuCP0HApIhe2Z2w6pMP8AYuP3iH2z1qeYfKdRtIApKqWWpGdvIuovJuQOgOVceqmrpHFUmKw2ikOaWmIKcBmm0qffFACkYpVVStPopjsR4T1NSUUUDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAq0UUVmAUUUUAFFFFABRRRQAUUUUAFFFFABRRT6BNjKKfRSC4yn0UUA2FFFLTWohKKWinYBB0paKKoAooooAQ8Csy9nIIjXq1abDctVGsRJOspbpUNDKEViLu5RHAMNvh3B/jY9B9BWww56cUlrbxQGXaWO9y53HuamcAjihIZX25HNU722EkfStEio5VypJptaCjuY9qDcwG3PFxAd0Tdw3p9DW5BKJoY3HAYA49KxrI+VqTe9atmNsAXsjsv61MSnuTsMGm1Iw4qOrTJY5OtSU1OlOqgQUUUUDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAKtFFLtNZgJS7TSUUALtNJRRQAUUUUAFFFFABRRRQA+iiikSFFFFABRRRtFNIBo+9T6KKtKwBRRRQAUUUUAFFFFABRRRQAUuaSigBTUc3yxmpDUE5ypHpSGtzMthnUjWtbDiQZ6Sv/ADrItP8Aj9ete2483/ro1SimWX+7UeypDygpKdyUhaKKKsYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAhGaTYKdRQAUUUUAFFFFABRRRQBW2mkoorMAooooAKKKKACiiigAop9FIVxNtG2lop3FcKKKKQBRRRTAAMUtFFWAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVDN901NUE/3DSY47mbac3prXtyfMl/66GsqyXN2/1rUiH+tPrIalFMtN0ptKTlKSmShaKKKsYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAVaKKKzAKKKKACiiigAp9GRRkUhMKKKKBBRRRQAUUmGpaAFoooq1sAUUUUwCiiigAooooAKKKKACiiigAooooAKa7he9OrPvHIU0mBL9o3vtWsy4u9RuSRY2aNH/flkwD9AKvaeNwJxz61PYgCyhwONvNJpsaMm2stZDbjcWkJPXEZb+dbdnE1vbqjymWTJLORjJNTUUJWKH00kYoytNppEtiUqffFJSp98UxEtFFFMoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiggGgAooooAKKKKACiiigAooooAq0UUVmAUUUUAFFLtNOoFcZRTsCjAoC4tFFFIQUUUUwFoooqrAAGKKKKYBRRRQAUUUUAFFFFABRRRQAUUhIqpPP5amk2BZMijrTJLuGFd0siqPViBWHPqbRtgetctq07XuogsdwXoD0FZTnymkIczO8bVbIc/aoT9HFZ11qtoykCdea5BAw4qQZIOTWbrM3VBHWWmq2cKndOKltdbsEtIlMxyBg/Ia4sjOepp8TOFXjApe3Y/Yo7ka9p4H+uP/fBpw1/Tyceef8Avg1xu4nqajJYHOTR7aQvZI7uHVrGdtkU65PY8VbDZAxjkVwMU3zKSBkV1Oiz+ZE8BYkqcrn0rSnW5tCKlJRVzVpQcUmaK2OcerEmn1GDinJ9wVQ0OooooGFFFFADU6U6iigAooooAKKKKACiiigAooooAKKWigBKKKAKACiiloASigHIpaAEooooAq0UUVmAU+iikJsKKKKBBRRRQAUDoKKWmtwCkpaKpq4BRRRTAKKKKACiiigAooooAKKKKACiioy1JsBkjYBFZN7PhcVenlxk1z99PuYgHpUSZa1KM0vJ546mshCTK0nqatXcny7R98nFV0XmueozqpxsS4yOKCMHjml788CgAtwBWRqJ0+tSR4xTBhW6bj6Uck8ZwTSAnz0pR1pqjbQRzTuA9l6YrY0i4EU0Lk8EbWrLH3alt5Nkm31ORTi7O5EldHc9vehaq2Nz9ptlJ++vymrFd0XdXONqzH0tNXpS1RBIn3BTqhqamNBRRRQMKKanSnUAFFFFABRRRQAUUUUAFFFFAC0lLSUALxSUtA6UAHFB6UlFAC0lFFABRS0lAFWn0m2lrNiYmRRkU2igLD6KKKQgopaQDFOzAWgjNFFVbQAooopgFFFFABRRRQAUUZozSAKKTcKNwpgLRSZFIWoAGNQSPgdac7gdazbu5CqcE0hpXIL252jGaw5pBhmNPuLjeXOeBWbNKHfHOM1hOSRvCAwkySFz07UYHQU4J3PCD1NDNgELx7muZyOpIaFwPm708HIPYfrUWcdTgeppoukJ2wxtK3sKlXY2l3JzwOeB60+MAA/XpVR01CUErbY/nVN01RZCSQB6Yq+VmfOjZ83HQDFPEvOStYq3d1F/rog49uKtR6lC+FLlH9JBik0ylJMvGdR0WguTz61CoLDcpyPUU9d/pUj0NrSNQMcgySB0YetdUjiWMFSCD0xXn6MVYEcV0Ol6n5eFblT1Hce9dNKpZWZzVKd9UdEKdTFcPGJFOUPQ0ueK6Vbc59mLS5yBTd1AOaYiUMtOqIHBzT94pjTHUU1WzTqBhRRRQAUUUUAFFFFABRRRQAtJRRQAUUvWkoAKKKKACiiigBaKSigCrRTse9GKzuOzG0UUUCCpMVHUlNITCiiiqEFFFFABRRRQAUUZozSAQnFJk0lFVYYUUUUAFL8tRtIO1QvOq8UATs1QSTAH2rL1TW7TTbVri5nSKJOrMa85vPi1YSXBS2tLt4v75wtFmybo9Hv9TitoXklkWONRkszAAfWuSi8VWeqyypZTNMkfDyqh2fQMeCfavPDqF7471kQTSNFYx4YxA9B7+pNd5a2VvY26wQxLHFGMKgHA/wDr+9Y1pcuhvShzaksjyS4xkL/OlRACM8mnLknjOKo6prFppcBkmmVR6k1ye9N6HUrRWpbdj1YgD0z0p1tBcXz7LKEsO8jDCiuZ0jxn4XvLjfqt1cRkP8qmI+X+JHNejab4i0K9RVsNUsGHZBIFI+gNb08M95GE662Qyz8MQcSXshnk9BworVisoIlxFEkY9hVhCHGVO4eo5FPDAcHrWypJGLm2Vms1NV5tNRv4R+VaefelKg1XKTdnL3GkA5wtY11o/XK13rxKR05qjdWqP/DUumio1LHA+Vc2ZPkMSP7j9DVuDVIiBHOPJk9G6H6Gti8sRg8Vg3tnhWBAx6GsJUex0RqGl53AOAQfSnx3Cg9dprmI7yawOAxlj7of6Vp293BqI3QyfP8AxIeoNYyhKJrGUZHW2GqtC2N2U7jtXQQ3UU4yrZ9R6V5vulhfAJ+hrWs9SI4ZiD3GcGrp1rOzInQvqjt8gng9qUH/AOvXhXjnRtYtl/tXTtavpbdW3SW8twx8vn+Gt74dePpZ5l0nWbgEuMW9xIcH/dY13RSkro45Lldj1kGlqINngcnrxTwfz9KLASA4o3mo8mnDkE0ATUVHn93UlAxu8U6iigAooooAKKKKAFApCAaAQaKAFApKKKACiiigAooooAKKKKAKtFFFZgFFOTrQ/WmA2pKjqQdBTQmFFFFMQUUUUAITzSbqQ/ep1TqMbRRSt1qwButJTWfbUDzYBwaAJ2fBqB50U9apz3yKCM8iuG8TeP7DSN0Mb/aLrskZ+7/vGhJgdleanHbozM4CDqScAV5t4l+JsNsWt9MAuZennH/Vr/8AFV5/rnizVNcYi4l8uHORDHwv4+tYOSea1jDqyHI0tU1rUNWkeW9uZJCe2cKPoO1ZuV28daDjtTc8kVdkiLnU+AboQ61LCcZmjIUn1BzXqEjxwxb5JAorw/Trx9P1KG5iPMbhvr6ireveK9Q1osiyGGHONgPJrkqUHOVzpp1uWJ2XiDx/DaiSDT1Esvt0H1Necahf3eqTme7mMjnsPuj6CqY3oKkEoON1bU6MYmVSrKT3Gjep6nPrThIQcnJ+tSL5R6GnbF9a1Myza6xqFmQba+uocdPLmYfpmtu1+IXie1GIdauCPSTa38xXNGIjoKTbRYLneQfFrxTF1urWX/rpbCrqfGbxEvWHTj/2zIrzXFKAaOVBc9OX41a2etjp5+m6myfGbXCP+PLTx/31XmePek20uULnfXXxW1+cHCWMf0jJrDvPHGuXIO68RQf7kYFc9+NJgf3aORBzMnudYv7snzryZ89cHA/So7DVr7TLgS287g55UnINRlAei81E0RweKTgmhqTWp6l4e+IttdBbXUVEcnTcea7WMw3KCWF1kXHVTnFfObD1OPpW1ovivUdElTZK0kQP3Sa5KmFT1iddPE20Z6h441FrHQGtw+Tcts684HJrzVJ8cH881c8QeJH8RzwSlPLjjjxtHrmsdmySK6KFPlWpjWmpS0Nddcv1uFli1C6EifdZZmyP1r0Pwz8XZ7YLba7GbqPp9oi4kH1WvJV9e5pwPNaOKZlzH1bpHiHS9dgE2m3kM47gH5h9VPIrTD9q+S7PULmwukntJ3guFbKyRkgj8a9P8O/GOWIJb69amUf8/UIw34rUOmUpnswp2aytH1/S9dgE+l3kE47qpwy/VTzWnu49qzaKuOBwQamquOtOoGTUVGGwKkoGFFFFAC0lLSUAFFFFABRRRQAUUUUAFFFFAFWlU4NJRUAS9qSgLgUU0JhRRiimIKKKKACiiikwGUu00lIz+9MY6omkx1IqCScR9axdV1u2sbWWaeZIY1GSzHH/AOunvsBqT3aqDzXK6/4w07R4/wDSbgeYR8sSncx/DtXnvif4lT3W630kNFGetw/3j9BXn01xJcSNJM7s7HLMTkt9Sa0jS7kOR1uv/EDUdVLQ23+iQdwD8zfU1x7MXyW5JOSc85puTSE5rRJLYTYUUUUCCmsPmBH406igBi9c96ZKuG3j+Ln8aevVhRgFSD3pkkQ57Zo8kN2xTkBBwetSJ0oGVjCQf5U8I6nKn8jUzDmlA4pAR5cHk8/SlDseoFK3WhetOwgGSPuqe+c0f8B/WpKCBilcCLI/uU0v6JU1MYe1A7Dd/wD0zNIWPoKkBwOaQuMcUxkO56iZmPBqZ3ASoCaGJEZTmk2ksF9acWwantotzbj0HSgC3EojjC47Ux/QVKelRDklj06CgQ4fdFOU4ekHakJxJQMlJyc04PzTKAcGqEXLS9ubG6W4tZngmX7rxuQR+Nem+GvjBc24W2122NwP+fmEYfHuteVA0m7PFQ4pjTPq3Stc03XLdZ9NvEuE7hThl9ivUVpZG4Dua+TdP1S90q7S5sriaCVf4o3xXqnhr4w5KW2vW/8A29Q8fiy1nKmWmevg44p6le9UbDULPVLVLmxnSeF/uspz+nb8atg1mWT0VHvNSUDCiiigAopaSgAooooAKXNJQQDQAtHagUlAFWlX71JUirioQIdRRRQUIaSlNJTREtwooopiCmtSsajZsUmNAzgd6pXF0iA8jNJdXAjBriPFfieLRLFp3wZn+WGHPLNQlcCXxT4xt9Ctd0reZcOD5cAPLf4CvFtY1+/1y6Mt1L0+7GPup9BVbVtSudRvpbi5kaSaU5cnt7fSqArphFJGTYpZu9NoopgFFFFACHtS0h+6aWgAooooAY5wc46daUHPIpxGaiHyn2NMQ/Gef46E6Ucfepe3vQAHoaaWGOtLk7aru3zGkBKTSpyaQH5aWM8mmFiUetB6UmaU9KkBKQ0tITgdKYxrc+9MxtNSZHpioZXwKYEUrcimUwuS+aliiZzg8D1oFcSJC7cZq+oCgADFNRFjGBTicc0ADHt600soHXgChQT16nvRtB7UACOG6UjjLChV2vSn/WCgCQdKO9A6UtUIRT1paQUtJbAOyfSgHvSc0nzZAoHdnSeGPFeo+HL5Z7WXKEjfE33ZPqK+g/DXiax8S2H2mzYiReJYGI3I3+Hoa+XHbDcdK3PD3iK88O6lBqNo3K/I6Z4kX+6aiUUUpH1GDSgkVnaPq9trmlwajZNuhnXI9VPdT7itEVg9yyROlOqMNgVJQNBSjpSUEgUDCiiigAooooAKKKKAKy/eFPb7pqOioAerGnZpoHNLTQuZhRRRTEFFFFADGNVbiXYvJqeU4GaxNQuiBsU8mpGZuranFbW8088gSGFNzMfSvAvEOvS6/rTXT5EQ+WJP7q11nxL8Ql7tdGgb93Hh5yOMt2BrzmP75ramu5EmSNxkmmod4FDn5aZA2VP1rYglNJSmkpIaCiiigBD900tIfumloAKKKKACmkBhzTqKAIdzLwenrTg3OaVlz0FM5HuPWmSyTKN1NV5VYHpx61Ou3FNBP1HpQAxDxUsfSk2IeaVVI6EfjQMfilphLj+EfgaaDJk5WgRLx60mRTSxIxgA+9J5WTkv+ApDuDuAOaqyBpD8ik+9WfLUdi31qTge1AFSO0AAMjDPYVaAUDAGKO3GKaSW7dKYDiQOaQZL80ijPNSqDg4NADCQKfwR700+9KKQxMc0UUUAKKWkHSlpMlgKWkFLWgCZpVz5gpCacvQ/Sk2MjEoYkVLbPmEjrzVIttyasWRzC31pAen/AAm8WHS9WOj3TgWN4QEJ6JLXu4wOK+QoXaOQMpOQcjFfSHgDxMviPw7FvlMl9bKEuPVj2b8aynEtM7Ff9WafUNFZl3JqKKKBhRRRQAUUUUAFFFFAFWiiiswHg80tNTqacxAqkxWCinA5pMCi4WEPQ1HTtwqN2ABoYIq3c2yM1x+t6vHpmn3GoTYIgTdt/vHsPxNbupTHO3PWvHviXrW6aHSYWyqASzD1JHyinFXYPRXOAvrmS+u5bmZiZJmLsfc1XQ/vaeOevNMxhi47HmurYxbHN92orY/eHvUpOVOKrWzfvyKALh60lKeeBSUDQUUUUgCiiigAooooAKKKKACmlffFOooAi2EHOMH2oyY/TFTcYpu0elFxDPMVujU7cvrRt+h+tIY/Qn8DTAXcD3p1RFHHJ3flShM9z+VAElFNCnJ5b8sUeWT60BcNyjuKNxIPFKEC+n4U4bccCgCPbnk808D86TJzjtTh1oASnLikPWgdKQCkA02nU2i4IKKKQHNAxwpKXFJQA4UpYnqKTtS1ZIynp3+lMpY/un/dqCijK3OKuWJxCc1Qk+9+NXbQ7YT3ye1MRYyA3B69q7L4e66dA1+3llb/AEeZgk47FW4z+Brjwm3k9T1qzbNlXHJ4pNXGj60Vs89ff1qQVx3w61/+3vCsBkfNza/uJj3OPuk/UV2NYPRmhLRTU6U6kUFFFFABRRRQAUUUUAVaKKKzAcnWlbrTQcU/rTEwB4oopN3NMBGqncvtB57VZdsDNY2qXGBgHBNIZh6xqMVnZ3F5K2I4ULN+FfPV/eS399PdTHdJJIXY/U16P8TNYEdrBpULYaf97L7L2BrzGt6ceplJjC9Ih6+9LwWpEFaki4wDiqcJxdfjV3qKop8t2PrQBodCDQetGePpQRQAlFFFIYUmPelooAKKKKACiiigAooooAVaSnU2hMSCiiigYuTTehzmlpCM0AO685oPSkooAKKKKAEY4pUOabJRHTQiQjrQOlB6UtUIQUh60tIetJjQlFFFSMXNJRRQA4dKKQd6WhkjB1NSAYVjntURp7HETkf3aYzLcknjvWhajbHnvWcvUVownEdAi4TmpLY4k+tQq2akjOJVpFHd/C/xCdH8UpaySf6NfARN6Bs/Ka+gAR7/AEPavkcO0U29CVZWyCDjGDX074Q1xPEXhqzvwR5hXZMPR14NZzj1HBnQJ0p1QgkNU1ZmiClpKKBhRRRQAUUUUAV/46dRRU7EhRRRTAKSmn71KcYqWMguH2x1zGpXKqJJXbCxgsx9AOv6Vs6hMFjPNeXfEXWTY6KbWJv312dv/AR1ppXdgZ5jr2qNq+tXV8ScO52D0XoKzqDz+NITXUtFYybFooooAUdaoScXin3q9VKTm6GPWgC8KWiikSIetJRRTKEP3TS0h+6aWgAooooAKKKKACiity38H6/coWXTnjw23bcOsLZ+jkHHPXpRcoxabVm6srqxkWO8tprd2XcFmjKEjpnB7cH8qrUkQgooopjCipIYpJ5UiiRpJHYKiIMliegA7mte38Ja5dIWSxMeG27Z5UhbP+65Bxz1xii9gMSl4qW5s7qykWO6tpoHZdwWVCpI6Z57cH8qhoAKKKKAEboaSOnUUJhYcaWkpy9apakiU006mnrSYISjPGKKKRQUUUUAOHSk7UlOP3TTENpXOIH/AN2kol/1LfSkgZmt8pAq/B0FZ7nMn41eg+7TEW06VIn3x9aZuFLnuKCh9xxMa9L+D3iL7Lq82jTPiK7GYvaQV5tcjPlkelFjdy2F9DcwORNAwkQ+4OaTV0CPrkHIp6day9F1aHWdHtNQhxieMPgH7p7itVDwTXO1Y0Q+iiigoKKKKACiiigCvuFNooqLgKDQfvU6ilcQVFKcCnk4qnfS7YyfSmkBjalNvbaOleA+MtY/tfxBOytmGEmKP0wOp/E16p401o6Vod1OGAnmHlRD3P8AhXhZOT3rWlHqTJiUUUVsQFFFFABWex/0n8a0KzWP778aEJmmtOpAKWrEMPWig9aKgoKKKKACiiigCxZRxzXccUuQrkLuHO3PU4yMkDOBkZOK9dj06wsraPS9M0m0kkmj/wBIeWIOWBIODnPGVBx6gV5BZ3AtbyGcoHEbhip717LZarBBqkd9GQ1jdxqYpc5H0z6g5BHYjFY1b3RvQUXuJfweIZJI528t5Y93lSMgLR7hhtp6jI6461Z0/wALeZHvvppGncZPtXSxSJLGGjfcpGcjkUs0qW0RmlYKgHXNQkeqqMNzir/Q/wC0GbQL2V/IkYPBIOsUgBAbHcckEehPQ4I8br1vxBrLwafe6r+8Tg21s6EqfMYHBDAcEDLf8B6815JWsDycQkpuwVe0nSbvWr5bSzQF8FnduFjQdWY9gP8AADJIFUa6LRrg6X4Y1rURFIsz+XbQzDIGDlnUdieIz6jj15tuyuYpXDU/Esfh62k0XQmIB/4+LojDzsO59AOcDt7kkni5NXv5JfMa5cv65qrK7SSs7nLMcnNPtrWa7mWKBC7k4wBWDdzQ6LS/Geo2IME5S6tXI8yGZA6tg55B4PIBrU1GysdRhhvtBt5VUpie1yW8thgZXJ3EHPTnGDzg4HSeDvgvd6pi51APFEACFPGa9g0f4Z6HpcaqsBZ8ckmnFtBa584W+garc7tllIu3GfNxH+W7Gakfwzq6DJtRjIHEqHqcdj/+qvqYeE9KA/49U/KkbwhpDjBs0xVc7Fyo+Sbi0ubVQbi3lh3Z2+YhXOPTNRhWKFwp2ggFscAnoP0P5V9WXHw/0pwfKDxMehQ9K5bWPhUs/mMiRXBfBLOoDnHT5hz29apVBcp8+DrTq9A1r4Y3lmWaFJImyTtf5k69AQMjHPr2rjdR0i90uQrcwkLnAkXlW69/w6Hn2rSEkyGmijTT1p1NPWmwQlFFFSMKKKKAHDpSdqOlGaBCU2csLZiPSnU25P8AojD8KENmYTk1fg4Ws8CtCHhaZJZHNOX7hpFG6n4GMUxomchoV9uKr5wepqcDMVV3GTSQHsnwZ17zI7rRJnPH+kQj/wBCAr2FTx+tfKHhzWJdE1201CI8wOGPuvcfQivqezuYry3iuIWzFIgdSPQjisZxtqVBlyimp0p1QahRRRQAUUUUAVaKKKzAfRRTW60iRkhAGaw9Tn6gda1rmTaD9K43xDqsen6fc30p4gQsOfvHsKtdijyz4jat9s1lbFHzHaLhvQuev5VxRqa5me4naZzl5GLknrk1BXQlYxe4UUU1uhqgHUVFk+tOBY07CuOYfLWa4/esfetF/wDVms1j8x+tJAzUXp+FL3pininihgLtzk02l3UlMEFFFFIYUUUUAFbWheIpdHWW3mhF3YS5L2zPtw+OHU4O09M8cj6AjFrpNC8Lfb4Ev9RuPs1gwzH5ZVpJsMQQBn5eh5PtwaTtbUcb30O30HXIrshNEvfMkyT9jn+SXueBnDcKT8pOB1xT9e1ae0VJ9cD21qzYSKMZklPfaCR07ngdO5AOEPBehP8AN5Wr7CevnR9P+/dV08G6VaXxuJdRka0SRWW1kh+eRdxyjMGGOMDcOuTwMc52idXtK1rGPqN3q/i27aW2sLiS2t/ljgto2kWBT0zgfeOOSeuPQADKutI1KwhE15p93bxFtoeaFkUt1xkjrwfyr2zTtMu7+2hAleCyRFjhhBJ2qowBk+1WZPDd3bP5lleSI456nmmpWJ+ryerPn6ukx53wwuY42VpItQZ2QHlQUTBI9DtP5H0rpPEvhNL20dtP01IdVhbc8cHyrPHjB2p03DAIAxn5upIrC8GW0t/ba1Ztu+yPaq7nZx5oYBOexw0mB359Kbd0YuLjKzOA0/TrjU71La3QtI5xwK+lvht8MbXRrVLvUIFknYAjcOlUvhZ8OoLBRqN2m5s7lyK9kCAHAGFFZjEjiRI1VFAAGOKkA6e1A57U4UhiYpAKdRSEJikxT6TFO47kUkSyKVdQwPqM1y+t+CdM1SJh5CBn6qVBB79DXWEVzvjHXk8P6HLeMQHAIXPrQB4H418Ero107QPHFuYkoxAU8dF4457dOe2K4qSwuklMfkO7D/nn84/MZFQ+KPFl/wCIL+SSaZim7gZrBFxMDkSuD161aqMjlRtujRuyOpVlOCCMEH0pKbaeIruEeVNI0sRVk64ZVYYba3bI4PqODkVdu7REjW6tWMlnIfkc8lT/AHWx3/n+YFxkmJqxUoooqhC5oxSUUAFMuTi1YU+orv8A49W+ooQmZ69VrQh+5WcvUfWtGH7lMZYU4pysSaYKcoyaoRYhOUINQvwRUsXWmOMtzUjIxwwOeQeK97+EevjUvD76ZNIDcWBGz1MdeBsMEV1HgXXz4f8AFFtcsw+zudk3+4e/4GlJXQI+nc5OalqtHIGAZSCCMg+oqVWxXPsaokooooGLR2pKKAIcD0oIGKKjqWJD6YxwKfVad9iZzUoDM1OfYrda8f8AiZrPEGlIeD++lr0zU7tYxLNKwEaAuxPoBk18+a3qLarq9zduT87kgHso6CtaSu7inojMooorczCmt0NOprdDQtwYynj+GmU/+D8KpkoH+4azW+831rSb7tZjfeP1qVsM1U+6PpTqjT7gp1DCwUUUUDCiiigAooooAt6VbRXusWNrOXWKe4jjcocEKzAHGe+DXtGjadFqN/NeOiCGI7IYwuFQDgADsAK8e8P3/wDZmv2V2ZvJRZQsr7d2I2+V+MH+Enpz6c17LoE/2K5uNPm+Vw52+9ZT6HZg1Fy1OkWFAv8Aq1A6YxxUE+kWd0waSFTj1FXAeB708VJ67hG2w6FFhjVEGEHAAqXd9RUYpC4RWZugHNNol2SOe8QNHBqNpcJxKrDOPrVTQPD1nbzwaHpplNsrGeV5G3MznHJxgdABwB09cmq+pTPqeomZP9TD1rtPAlhstJbyQYeQ/KT2FB5OItfQ6y3gjs7ZIxhUVfpWZeeLdHsZPLnvYVYf7VebfF34gyaRGdLsZSszD5mFfO1zqV5dzGWa4kZmPUsaVzA+47HVbPUIw9tOkgIz8pzV0NnpXyx8IPEV/F4ijsmmd4WHds4r6ljGEA/GkMeDTqaOtOpCCikJxSZoAU9K8i+OsjDw5GFztJ5FeuE1wnxQ0NtX8L3GzBkQZUUxnx8etJUtxA9vO8Ugw6nBFRUhBXRaCPtFneWzn5QhlU+jKCfXuMj8a52um8NQs8d2yjpbSk/98mqjuBDRRTV6tW5mOpe1JRQAUy6/482/Cn0y4GbaT6UwMxfvVoxdqzl6j61fh7UkIsLTqZSjrQmFiePpTm601TjFOc5NMOpDJ1FLG3NNI7U0HFMD6Q+GfiH+2/CsSSOTd2f+jyfT+FvxFdqDmvnP4Z+Iv7E8URCZsW13+5l9Ofut+Br6KXgVhNamiJ06U6ogRg/NT06VBSHUUUUDIaSik6VnckaxwKy72bYtaEsgANc9fz7mK5469aoo4L4iawbPRzbI3767OP8AgA5NeQHmug8Yav8A2x4gnmViYUPlR47gHr+JrnzXRBWiYyY2iiiqAKa3Q06mt0NC3BjKf/B+FMp69BTZKFI+Wst/vfjWoxwDWU3LH60DNVB8o+lOApE4UfSnUmAU2lzSUIEFFFFAwooooAK7XQPE9s9jbaffSvb3UB2W93nKFeSFkJPy44AI4xjOAMniqjLdaVkyoycXdH0DpmvsjG21GNo5U+XeeM10cUsUqho5VYe1eB6L43uLK2FnqVsNRtY4wkCl/LeLB7PgkjBxg5xgYIAwet0rxZpZSNrbU3sZmYKba6UkAnHIcArtycZJHTJArNxaO+ni01qepl1VCzMFUDkmuW1fV3vne1tGCW6gmWVjhVUdST2AqC8vdSm083N9PDBpyIJHuVOVKHoQR1zkYx1yMV5j4i8WtqtqNOsIWtbAMS4LZec54L46DodvIzzk4GElcVbEXWh3uj+IF1f+1LfToov7MtURPPcMJZpGJwwHQJhW4PPQ9yB654eiEehwKPvMlfNvw+uWXXJrEGUi7t2Cop+UunzgkZ7KrgHn73ua9+0PxBawaKHnmVfKGCCec05KzOO7lueAfGKzuY/FU8jqxTPBxwK83WN5G2qpJ9hX014smtPFkTwxafvb7okK1xtl4BlsJlmWxDlTnkVBapyZb+DPgq5W7/tO7jZVA+XcMV9BqRjHTHFeZ6Z4svdLhSK4svLjQYG1afq3xg0fTVAYMZO4phytbnplHUV554b+LGja/OsJlETscDJxXoCSK6hlYMD3FIkZcTx28TSSttVRkmvPtW+MOg6TfG1Z/MIOCQam+LWrzaX4TuDC21m4yDXyTNJJLM8jsWdjksTQK59r+HvF+l+JIBJZTKx7rmti5gS5hMUi5VxgivkP4Z67c6V4khSN2EUjgEZ4r69t38yGOT+8uaBnzH8VPh3caTfvf2cZaB2yQBkivKXjZCVZSMeoxX3fdWUF9AY7iFZEPZhmuI1H4R+Gr+dpntNhPZeKYWPkeOJ5XCRqSx7AV10IOiaaImEbXspR2R0DhFBDDcDxkkDgggjORyK2/E+l2Ph25vILSS2kuoro2yzQIVGFRWYgbmwwZtp59e/TlriY3FzLOVCmRy5UEkDJzjLEk/iSferjHqQ2R01fvmnU1fvmtEQOooooGFNm5t3HtTqSb/USf7lCEzJA5FX7eqK1ehbimgLFL1poOacDxQDJE60+ow2O1P6ihgiN+30plSMtR0mMnicrggkc9R2r6U8AeIh4g8LW8juDcwAQzD1IHB/EV8ypnPXFehfC7xENF8SJbzOFtb3ET+gbPymlJXQ0z6CzxinqMmouSenTrUiHFYGhNRRRQMgqN2wtSHiq0z4U4NZpCRUvZgIyCa8+8b6z/ZehTlXxPc/uoiOv+0fwFddqExZyqnntXhnjnWP7V1+WKJswW37pPQnua0hHmYnocuzE0zJpzEc02uq1lYzYGkpaSpYBTX6U6mv0oW4PYYeDSq2KG6mhOoqiR7fdJrKf/WH61q9iBWbIMTY96QzTXpilJpKKQwooooAKKKKACiiigAqKpafYWU2pX0FnAMyTOFBIOFHdjgE4AySewBoWwmWtD0C9165kjtdiRxLulnlJEcY7ZIB5OMAAE9ewJHb6f4J02OUZW61Rgx6jyYyuMDIBLZzzkMO3Hr0WhaNBJtsrFGi06AnAPWRu7Me7HH8gMAAV3Nraw2qBI41UY7Vk5t7HbRwrlqzh7fw8beBIofD+mmNc4823WRuueWbJPXuazNW8MadcyF7rQ3tHLAtJYt5eQBjG0goB34AOR9c+qrtJ+6M+tK8ccgwyAipuzpeDR4ZJ4JVbhLjSdbjgZZC6i7DRPFggrhkB3H3wvT8u1gsf7X8Qyvbsfsm7JHY10994dsLz70YXP92rOl6TBpibIR170Nt7ijhFFlq3s4baNVjXHFTbe2OKfuyMYox6daR1qCSIpIklXY6Ag9sVxXi/wBZ61aO1vGEnHIIruSMfN0pjSJ/eXP1pmdSkmj5gtfDesWXiVLSGN/MSQYNfWvhmK5h0OFLr/WhRmuC1GKCw121vAikswBr1G2kD26Me6g4oPMnDlOP+JehNrnhaeONSXUZwK+RbyymsryS3lQq6Eg5r7sdVZCp5B7etcTrvwt8P67dG5lt9kp6le9BmfOvw20W51TxNbtHG3lo43HHFfYFrEYbeOM/wgCsDw74K0rw2mLKDB9TXSZ4oGL0FYPirXIPDfh291WbBEEZKpk/Ox4VeAcZYgZxxnNatzdQWdtJcXMyQwxqXeSRtqqBySSegr53+IPilvGWstFAZo9MgQG2S4DRxuDuDXLcZwBgKDycjHUqXFXYm7HD3tx9qgm1B5A1zdPtlLxqTM5Jkkcf888EoowBuBPT5hWXV7Vbi3nvCtksi2UI8u3WRsttBJyfcklj2yao1sZkbHmnL9801vvU5OlPoSh1FFLjikUJSuMxMD3U0lP6qfoRTQmYq/eFXYelUh1q7D0pIGWE6U6mp0p1DGth9S1CTUqtmmxIR+lMpepNJTQmRgsKtwy+W4bOMc5FVP46kQ4wcZ5pDR9PeCNd/t/wza3TNuuEHlT/74xz+IrpVrwj4SeIhp+utpkzgW97wp9JBXu3IPpWElZmid0WKKjTrUlSWVHPDVn3U2wGpp5cDmsq5d5SfUdKgaOT8X67/AGPo8twnNxKfLhB9T3/CvDpZMuecn19feur8d64uqa0YYGJt7b92vozfxGuPY5NdNOOhlOVxKKXFJVEhRRRQAU1uhp1NboaEDGVLUarmpKbEgP3TWY3/AB8fjWk33TWaQftA470kBp0UUUDCiiigAooooAKKKKACuw8B+XFY61Pt/wBIKwwK2TwjFiwx05KL+X1rjX6V3fgeaS48NajalV8q1uY51YDnLgg59v3Yx+NTP4R0/jR6voFstrpsaLjJG4nFanas/SH8yxQ+2KvqcHmsUfQUkuRWHjIYCpMmm06nY0sL1pQMGkHSnCkJi45zSjqfpRR2oRL2PP8A4heNJdAgWG3I8w9/SvHZvH2tyz+Z9qYDPTNehfFzQLi5RLyFSQvUV4o6lWwwwQelDPNr1JJ6HZw/ETUpHhW6fekbA817n4Z+L2hXdpHFcTLE4UA7jXyt3p24qcqSD6g0rnK5NrU+4bPxLpN8qmC8ibPT5qvi7gbG2aMj2avhy21jUbVgYbuVMejGtrRdXm1DW4EvhDM0jAM8sSsT25JFUibn2He6rY6fbvcXl5BbwpjdJLIEVcnAyTx1IrlNY+Jmi2KmPTC2s3ZxtisTvRSc4LyfdUZGDySM5xivmmS+QTl7Wzt4F5AUr5uRnvvyM8dQBUk2s393Ij3M/nFGDKrqCuQc5K/dPXuDWnIS5HZ+LPiDqetSql9PbTWuS40+2YmNSMFDI+P3mM8qCFygNcjquoW91u+zxzmR3LTXNw4LzenygYReM7QTjpk4FUDLIYVhMjGJWLKhJwCcAkD1OB+Q9KZWiSRDdxlNboaeelMboaSAZT06UynIKYkS0H7poBpO1JAA60opFpVGSKpbDZkD/WH61ahNVnGJW/3jVmKkBZTpTqjVc1JSYIUdaenWo6ch+amA5hg0xqkcdKTBxTAZ/BS9qeFJ6UBQBzQBNDI8E0csbmNkIKsDggjoRX0t4F8Qp4k8NQ3LsPtUP7qdfRh3/EV8z5x0rvvhX4il0jxItiyu1tfYjYDnDdmqJrQqJ9BJ1p9MGRweop9czNEYk+9his24gDBlYZBBBGeorceLINVngGDSKPEtf+Gt3CXn0mX7QOvkNw4+hrg7uxuLGUw3dvJDIDyrJivpuazzkYFZOoaPb3iGO5hSaM/wsm4VpGo0rGbjc+dMc4703b3zXqmrfDaylLNYStayHkKctHmuJ1Xwnq+kZae2MsQ/5bRfMtbRqInkaMCggU4j5eCKTB9KYrCUUUUAFFFFACH7prPH/Hyv1q/japqgvNyv1piNGlBxQe1JSGFFFFABRRRQAUUUUANfpXQeDdXXTdX+zXMmyxvl8ibLYVT/AAOckAYbqT0UtWAxwKhLYo3Vib2dz6B0O+NrNLp1ySHRvkBrpkbdXjHhLxBHfW1tpM7eVfwDZaTlj++GeIyT0YdF7EYHBA3el6NrKzH7PcYjmXghqwaaZ7OHxKcbHQoe9SDmoVPPHSpUJP0oO5NEoopM0uaaYhT0FL24pMil479KZLKt3aQXcTwzruVhyK8Y8ffDdLRWvNPIyxz5Y617Xczx20ReRtoA496ztL019fv/ALRMn7hTwG6VLOHEWPlm50PUbNd0ttIB/umqJjdfvIw+tfcFx4b0m6h8qazidcf3awrj4X+GrnJNioJ9KlHBY+OwjdgfyqW1lkt7uKVchlYGvrUfCTw2DxaCuO8R/A2yfzJ9OYrgZ2ntTEeKMcsT6mgda1dT8P32mySboHaJDguBkD61lA4roTuZsdRRR0qyRKbSnpTG6GoGiNqkX75qI9alU5waAHgUtIDilpMGFOXAI/Cm05eD+IpoSMuQfvmA/vGpYqbKuJ3/AN406EUxllegp1FKKTGGKCKXNJzQK48FyO1G71oX0pwTLVQC9vSjnHzcYrS0fQtR126+y6ZayXEvcgYVfq3QV674V+E1jYFLrW5FvbgYItxnykPv/eNS5JFJHm/hfwLq/ieYNBH5NmDh7qT7o+nqa918K+C9J8KwD7JF5l0R891J99vp6CtyKKOGNYo0WONRhVUYCj2qcVi5NlWJANoJp9N/5Z/hTqksqnmmsgNSYFIRis7iuVmiHNV3gH92tHaaaw9qdwuYktoC3SqE9gWBA/KumaPI6VWktwe1MLs821rwRpeqbme28mc/8t4RtP4joa891fwHq2nFngAvLcc5jGHA91NfQEttkdO1ZlxZc5BxTjOSCyZ81OpjkMbKysOoPUUzNe5a14U07VlP2i3Ak7TR/KwrzXXvBOoaSGnhH2i1B+8BhgPcVrGaZm4NHLbaNtLQTWhFkITjiqkaj7QD71Zc7V561XhBNwKZRcAyPwooXI606k2K42il20lAwooooAKKKKAGv0qE9aeScmmUxCp98V6Fofi5L829lq7iK5XKJqDPgHptEn6jfn0z3avP1FS1LSaHGTi7o97tdZudMl+z6lE67TjOOtdFbahbXSK8Trz2r5/8PeJ7rQfMhEUdzZTEGW3lzjqMspH3WxxnkeoOBjrNH8U6bd3SLBM+mzsrMVuZF8njsJOOSOeQPT0zk4tHo0sYtmevB804NxmuQg8Sz26xm7h3RuoZJU5VlPQgjqK2rTXrK56SqM9iaR2qvFo1wfWmXF1HawmSVgAB09ay9V8QWWk2ZnlnTjkDNeVXnxKiv9dRJzizDc4ouTOvFI9TsLe68R3YbayW6nv3r0Cxs47K3WCMAACsPwvrujahYRfYJohgD5Qea0tY1m00W0kuLmVEAHGTQeXUqObuaLOqD522/WhJI2A2upr5v8b/ABovrm4a20shIx/F3rldO+LPiKznDvcGQZ7mkZn15gfiPSq96P8AQ5SP7p5rg/h38RY/FkAjk+WdRyPWuu1/UY9O0iWSR1UlSACetAHIeGLGK9uNTWaMMjNt5GRivOPHPhyztbHU2ijiils5EkV0j5dWbaVJ7feB/wCA+9ekeHtUtNM06a7lmVmkY4A71574z12O1sb/AM6KGS51IGOOCTnZHz+8x7EDb05552kVUdxPY8tooorpMhGptOptRcaID1p8bdqSheDTsJMlpw6U0UuaQ2Bpw6im5pV+9QgKdwMTyfWli4GaLri4f602Mt2HFMCzvFOTPemr0FPHWgB1LtNOC7sADJJ4A7133hj4W6prOy51INp9n1wf9cwobCxw1paT3twtvawvNO5wkca7iTXqfhf4QSSFLnxFJtHX7JEfm/4E1ekaJ4Y0nw5AE060WOQjDyn5nb6k1sgE9KxlMtIq6dptppdqlrY20MEK9EjTH5+tXQnqKFQ5pw61F2WCqKfSoPmp4UCgB1FFFAyCiiisiRlFPooHcZSEZqSm7TTuFyBo91VpYOOVrQ2mo2TNO4GJPacdKzprErJlVyD1rp3hyKqSQDBosO55nrvgTTNULTqhtJzz5sQ4J9x0Neear4K1fSy7LF9ohX/lpDyfxHUV9A3FqNprFuYthJA5FUqjQuU+cp1ZMqVII6gjkVDbcz/hXuupaDp+qEi7tIZSf4sYb8xzXAeKfCVjodst7aPMC77PLYgitYVFIiUbHKkUHrQaStCRR0pKKKACiiigAooooAhPSm1I33qZz0oEh6/eqSo06ipKAQUp60lFAzQ07XNT0nAsb2WJMljFndGSRgkocqTj1HYeldNZ67/wkdv9hlEVpqoAFvNENiznGNpHQOTyMYBzgAHAPE0+KWSCZJoZGjljYMjocMpHIII6Gk4pjUmthmvXGtpO1rfyTHYcYNZMFlc3LARxO/rgV3C+Mr57YRXtpY37jgTXMRMmMAYJUjPTOTknJyau6d45NrJHFJo2mJbM4ErQwv5gTPO3L4zjOM1l7Nlc9zkbDWNQ8PzBoLiVCP4QcU7WvGmsa2hjuryRo/7u6rfjDQbqw1SSYAS2svzxSxnKsp5BBHBBHeuSYEHBGKgYZyck0delJV3TdNudTuUgt4y7MccUAd/8I9TbStYacrI6kY2qOtd9448TwMytq8zDEZe2slyHl5wM9lGe59DjJGK4S/uv+EI0pNHslVdWniDz3AYEwKc/KMchyOcnoCCOSCOPaWSedpppHklkYs7u2WZjySSeprSML6slysdheePpzEIdL0+CzQKMNI3nOrZySMgLyOMFT359OVuLme7nae5mkmmbG6SRyzHAwMk+wAqKlHStEkib3FooopEhSGg9KSmhogNOXv8A7tK33qF+9VCuSqfm6UYpBzTh0oHcCaQUoFKPeqAq3QBnb6UkY+U1LdLice6iun8N/D/XvEJDw2ptrU/euLj5VAqG0gSOZXOOldb4b8B674iKvBbGC1zzczZVcew6mvVvDPwv0TQ9k1yv9oXY/jm+4Potd2i7VAAwAMAAdKzlPsUkcn4Y+H2keG9swiF3er1uZhnB/wBkV1yg5zk5/Wl2k08LWbbZohAopwUU/bS0ANAp46ikwfQ1NQAUUUUDCiiigCCiiisiQooooAKKKKACmU+kamhoaRkVWdeKs1CwyKaBmfcDKGsK8X5jXQXA4rGul+Y0mVEyyo35xXBfEZtun2aY/wCWpz+Ar0Jl+bNed/En/j1sPUyOf0FXT3FPY88PWkpTSV0mKCiiigAooooAKa/SnUUARUz3p56mmUMSJE6ipKjTqKkH3RQwQA0HmiigYU0jJxTqKACiiigDX0zxHqGmxC3DR3NmM/6LcrvjHXp3XliflIyeualuP+EU1aWd5bK70xyCyeXIJlJwTg8KQTgAdRk84HNYKdKdScUwuzeh8NeEBL+98SDZnn/Rpf8A4ipf+Ens9Gj8rw1YCBuP9LulV5Ox4XlV/iHO7IPY1zlRHpSUEDkwllknneaaRpJZGLO7tlmJ5JJPU0qdRUfepE6iqQmSUo6UlKDigbFoooqSRD0pKXNB61SKRE33qQdRSt96hOoqiCSndBTaXPSkULTl5am05Pv0kI9l+Ffh3SbrR31a5sYZ75ZmjV5BuCgAEYB4Br1FRnHPA4FeffB9g3hi7HpdH9RXoo57VlPc1WwgFPVaULTgMVncoAMU7BoAzTqYBT0HekCk05eFoBDqKKKBhRRRQAUUUUAQUUUVkSNApTwaWincYUUUUhBRRRQAyom6VLUUgqkUU5hxWPdDJNbM33KyLkcmkxxM5+BXnHxMGItO/wB6SvR5K83+Jxx/Zy/75q6fxEz2PPKKKK6TIKKKKACiiigAooqJjRYGwPU0yn0ymyUSJ1FSD7oqNOoqX0pMEJSkUtI1CHcSiiigYUUUUAFN3inUUAFQNU9QtQIb3qROoqOpk70IGOpcUlFAx1FIKU9KViRCKSiimURt96hfvU4rk03+P8aZPUkooopFDuoqRBjmox0qReqUwPbfgy2dD1Ielwv/AKBXp6qBivK/gu3+g6sn/TSI/wDjpr1PPNYT3KiPA5pccUUL1qSxV6U8DNNopCJFXFOooplBRRRQAUUUUAFFFFAEFFFFZEi0UUVe4CUtFFC0AKQ9DS0h6GhgFQv0NTVFIOKlAU5uhrGuf61szDrWRdLg0MuJmydT/vV5d8TZM6hYJ6QsfzNeoycg15X8TD/xPLQf9O9XT3FU2OHooorpMQooooAKa/SnUUAFRt96pKiPU00JjD1ooPWjqOKAJU60+mRjANPpMELRSVI33apDI6KKKkAooooAKKKKACoGqeoD1oEwqROtRDrUidRQgZJRRTqGwbAdKKKKW4hDSUp6UlNFIKKb/H+FOoAKKKKAHDpUq9qhqWPrTEeyfBZht1f6xV6ya8f+DL4utXX1jSvYB0rGoaQ2FpR0NJTl6VBQtOTrTaeqkGkCH0UUUxhRRRQAUUUUAFFFFAEFFFFZEhRRRQAmM06iirSAKCMiiimA3GKRxmn0wipGU5l61k3gyfwrZmHWsq7X5aGCMWQYFeVfEsf8Tq2P/TCvV5OrV5T8SyDrVuPS3FVT3Cexw9FFFdJkFFFFABRRRQA1+lNb71OfpTTzTRLI+9Ao704GkMkTpTqahp1DBbBT6ZTwM00DGUUrUlIYUUUUAFFFFABUDVPUDUCYgFSoKjHWpU6ULYOo6lWkp1FwYtFFFWIaelJSnpSVCKQ3+P8ACj+P8KdRQAUUUUAKOtSo2MVEOtSj+GmhHq3wZf8A4nGoD1tx+jV7OOleIfBt8eJLoetq3/ode3DnmsKm5pEdTl6U2nL0qShw6ipaiHUVLQCCiiigYUUUUAFFFFABRRRQBBRRRWRIUUUUwFoooqwCiiigAprU6kbpSewFaUc+1Zt4vBrWkHFZ1yvyNSKRzswwTXkvxHOfESe1utewXCZJ+leO/EZ1/wCEk2DPyRICf1q6W4p7HG0UHGaK6DIKKKKAGUU/b81OwPSmRYjboaZUtRsKENkZ604AYoxnvRt9GJoAenWn01Vx1NPAFJjQYpwPWkpacRDKb83tUrKRTadhiUU3aKMN61Ix1FJh/agbvSnYLjqidRT8EHpUbZPXNAmIBzUo+6KjA4+9UgB29RQCFp1NIp3UUrXBi0UmD60c1YhMUlO59qQj1qRoYnSnUUUhhRRRQAvpUi/fWo+RT16ihCPT/g8v/FVXHoLVq9vXgV4l8Gyv/CQ3nqbU17ctYz3LgOApQMCkXrTqkoUdRUtNUfJTqBoKKKKBhRRRQAUUUUAFFFFAEFFFFZEhRRRQAUtJRTTsAtFFFWAUUUUmgIm6Gqcq8GrxGKryITmkVc564TEhGO1eKfEED/hL7pfRU/8AQK9/ktgzkkVwviv4aR+Ib839vem3uXH7xZE3KxHANVT0Ypao8MxgkUh616DcfCDxDHJiKazlA9JCufwNEPwg8ROfnksox6mQtW/OjKx5+ASOAKWvWLL4LsADf6x36W8f9WNbtp8JfDsODMt1cf702P5Yp86DlZ4RmlAJOF5+lfRtv4B8N2oGzSYDj/noN/8AOtOPRbC3AEFlbxD2iUVLqofKfMq2N1LjZbXB/wB2Mmh9Lv413PZXKr6mJgP5V9PG0TpgAe1MazB7A+xpe0DlPlrYc88GgIOvavpyTQNPum3TWNsx9WiU/wBKy7/4eaBqJUyWKxOOjW58v9BR7RBynzzTxXt//CndCJ4utQj/AO2imrEHwg8ORnLm8mHoZqrnQcp4UP51etdG1S+YLbaddzZ9IiR+dfQ+n+CPD2lkG10uAMOjyDcfzOa3lgAGAMAdAOKTn2Hynz5afDXxHdKC1oluPWaUZ/IZrUj+EGqNzNf2q/RGavcPIHoKf5P+zUOowUTxL/hT1wBzqy/hbmoW+EVyAcarH+MJr3EwL6VE9uKXOx2R4RL8KNUUHZe2sn1DLVCX4beIovux20n0l/xFe/PaCoWsxT9o0PkR87XHgzxDbH59Mm/7ZkN/I1kXOn3lrJi4tZ4v96Mivpw2vPSon09ZBhkBT0IzTVQnkPl8Bc07bxX0dc+FNJvP+PjTrZj6+WAf0rOk+HPhuXOdNUf7sjCmqiDlPAwpzTgF+te3v8LPDz8LBcRn1EzGqo+EGihubq9x9RVc6J5GeObKMKDzXtqfC7w/H1iuZPrMaevwz8PAf8ebt9Zmpe1DkZ4hsBHAppQdq9z/AOFeeHgMDTkP1ZjSnwD4f6f2ZCKXtEHIzwfa3rRj3r3CT4c+H5etiQfUSsKqTfC3RH+59qi+klP2iHys8bxxRivVZfhFbt/qNUuI/wDfjU1Uf4Qahzs1O3J7boyKrnQcrPN05qQDJHIrvj8IvEZ+5LYyen7wimD4ReK+nk2gH/XytPmQuVmt8GkH/CQ3J7/ZTXtoWvPPh54B1HwvqU2oX89uSYjGiREseSDkmvRaxm7stbBS45pU61JUlWCiiigYUUUUAFFFFABRRTX6UAOooooArbjTqZT6yEwooooEFFFFAC4opM0bhVrYBaM4pNwpCaYCUhXNLRTsMjMQNIYhU22m1AyPyqQpU1FWIr+WKf5P0qWigCHyh6ijyPpU1FAFZofpR5IqwRmloArCEelO8tR2qeigCHavpSqgNSZPpQDntQAzy6UJUmDSUAM2Gn0UUAIRkYpNnvUm0UbRQBXaPNN8rjpVkijHrQBSMPPSjyfaruxaSgLlTyV9KPIX0q3gelGB6UAVPIHrS+QlWSopNgpWDUrG3Q0wwD0q5h/Wk2GmBRNsPSmtbj0rR2LRsU0AZv2dfaj7MtaKoBShBjpQBQFoMVKtunoKtbBTgAKAI0jAAqQAA0qgYp1ABQAS1KFJp6fcFIEh1FFFMYUUUUAFFFFABRRTd4oAdRRRQAU3eKdRQBVp9MorMTQ+iiikIKKKKAENJSmkq47DCiiiqAKKKKACin0UAMopzdKbQAUvFOooAbxRxTqKAG8UcU6igBvFJT6KAGUq9adRSEITQvSlooAKKKKACiiigApNopaKACm06igBvFHFOooAaADQetOooAZRT6KYxlFPooAZRT6KAGU4LxmlpR1FACAdqdhPU1JRQFhqrinUUUDCiiigAooooAKKKKACiiigAooooAKKKKAKtFFFZgFFFFADt1LTKfQxMQ0lKaSqjsAUUU75qoAXpS0yigB9FN2mjrQArdKF6UhGKVelAC0UUUhBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUYPoaep2rmgBlFTVDg+hoHYKMH0NPVWBp9MLEarmkIwSKlooCxDRS7TnGKADmkISjB9DU1FMdhkfemkYJFS0UBYhwfQ1NRRQMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCtRRRQIKKKUigBKKXaaSgAooooAVetKDmm0oNAC7RTaduFNoAfTR1pdwptADutKBimg04HNIQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFOBxTaUDJoAcrEmn01VxTqY0FFFFAwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAK1FFFAgooooAKKKKACiiigAooooAKKKKAFHWnU0dadQAjdKTcaVulNoAfRQOlFIQUUUUAFFFFABRRRQAUUUUAFFFFABRRS/L70AAGTTwoFHye1OpjQUUUUDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAK9JRRQIKKKKACiiigAooooAKKKVetACUUUUAPpD0pB1pT0oAbRRRQA4dKWmU+kIKKKKACiiigAooooAKKKKACiiigAooooAUdRUtRDqKlpjQUUUUDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAK1FFFAgooooAKKKKACiiigApV60lKvWgBKKKKACnbhTaKACiiigAp24U2igB9FFFIQUUUUAFFFFABRRRQAUUUUAFLsb0pKKAFHUVLUQ6ipaY0FFFFAwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCpl/SnA818N0UiT7kor4booA+5KK+G6KAPuSivhuigD7kor4booA+5RSV8N0UAfclFfDdFAH3JRXw3RQB9yUV8N0UAfcwNLXwxX2V4K/wCRD8O/9gy2/wDRS0AbtFFFABRRRQAUUUUAFFFFABRRRQAo6ipaiHUVLTGgooooGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfCVFFFIkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr7V8D2iN4A8NsWI3aXanA/65LXxVX2/4E/5J54a/7BVr/wCiloA0Li1Ma7lOQOtV16VqyLvjZfUVl7SrFT1FNAJRRRSAKKKKACiiigAooooAmoqPO5hUlMoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACmp0p1FABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfCVFFFIkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr7f8Cf8k88Nf8AYKtf/RS18QV9qeCWb/hXvhzk/wDIKte//TJaAOoZlQZYgCsuaQPMzDoaJDk1HTQx24UtMp9IQUUUUAFFFFABRUifcFR0APVSDT6KKYwooooGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAf//Z", "path": "029924.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029925
Women Tops & Tunics
{ "bytes": "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", "path": "029925.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029926
Women Tops & Tunics
{ "bytes": "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", "path": "029926.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029927
Women Tops & Tunics
{ "bytes": "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", "path": "029927.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029928
Women Tops & Tunics
{ "bytes": "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", "path": "029928.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029929
Women Tops & Tunics
{ "bytes": "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", "path": "029929.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029930
Women Tops & Tunics
{ "bytes": "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", "path": "029930.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029931
Women Tops & Tunics
{ "bytes": "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", "path": "029931.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029932
Women Tops & Tunics
{ "bytes": "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", "path": "029932.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029933
Women Tops & Tunics
{ "bytes": "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", "path": "029933.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029934
Women Tops & Tunics
{ "bytes": "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", "path": "029934.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029935
Women Tops & Tunics
{ "bytes": "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", "path": "029935.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029936
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAK5AgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKQkAZPApA6k4DAn0BoAdRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUVxvizxculBrW1cCbo8mM7PYe/8qmUlFXZUYuTsjpr3UbXToTLczLGo9ep+grmL34hafbkeTGXyM5dtv8ALNeXap4pE2+SaWW5lJwuDnH19a5u91iaKAveSiOMn5LdPvN/9aueVaTeh0RoJbnpes/EO+mtzJY6rFZdelt5mfbJrza9+KPjC8jlt5dX8tc4DQDY2PqKyUv7i80+WWQeXCz7YUHTA6nNYkgVNxdgMnp3ojJt6lOEVsacvivX5Xjhk1m8kQHdgzkn8aV/E+pwX4ePULn7QuCsglPFY1vHiRpRyzDqR0FSrbYy8hAB5LVRPKenaB8Y/EVoyi98q/hX7yyDa34MP616RY/GLwncW6PdXUtlKfvRyRM20/VQc18yS3cMQKRgk+/eo0eWc85I9qpSaIcEz7D0rxh4e1wldN1i0nf+4JMN/wB8nBrcr4tjswrB0JjYdTnmun0vx54n0FAllrFy8a9I5v3iD/vrNP2hLpPofVlFfPlh8etZt1xqGm2t1/tRZjP8zXYaF8c/DepTrBfpNpzt0aT5k/Ejp+VWpohwaPU6KhgniuYEmgkWSJ1DK6HIYHuDU1USFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAcz4z8SWvh3RWlmuVgkl+WMk4PuRXgWq+KRqUzESq0f8AcB/mal+KmrnxB4yvT5m6008/ZoVB4yPvH8815rPMyOPLyC3AxXNJc7OumuSNzsWlSz3XrjzZXGIkPas2K0utUuGnvjtiz8zNw2PQVlQ391FsxIAQOSeautqM8uFJbJHzZPFZ8lmaOVy7eXpSFYoFVbeJdqZ7D/GsYiSWQu4wvv1NWfMkmX5lBjBwPephbkrGWUhnbGPSqWgrEdrHhTKwOP4Vpl87yD73ydvQVqTWhjYLg7Yxge9UpkCusZwGPJBpoRn29lvYsc7R1q/b2pOHb5YxS3FwV2xwr5bd81aUSC2Z/v8ATP0ptkpaiviJATjLc49BVG4BZD8+R7UTzifLKwEQ7YrPnunJ8tCqqeg6k0JDbsMlOOOcCoFl2tu9PaldnY4ySenIqNlZSM4qkiLns/wS8evaX/8AwjuoXA+yTZa2Z24if+6D6H09a+h6+Fot6uJFYhh0xXuHgD4vz2VrHp/iXzJ4Ewsd6oy6jsGH8Q9+v1q1JLQylG+qPeaKpafqdlq1ml3YXUVzbv0kibI/+tV2tDMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAErL8QagNL0O7u8gOiEJn+8eBWpXlvxc1ww20WmwuA5XzHGe54H6ZqKkuWNy6ceaSR4bqUvn/AGp88GQsW9TWGy7EMxAJVcY9M9624osw3QxkY5zWZMqfYZpMcGQKPwrmpuzO2a0KGmReffxvKT5SnJ960psyXpTnZnLH29KqWKkTGQrg4+UA1qQ243lgDljkg9a0kzKCHxLuQNtwD91cfdFXI9oeNnJGzrnuaMjrjGBzioWcYwQfrWbZqkSfawhbLAqTzmqQu1N5uVk25/j5qCcNz8xVfWqnleY3DZH0ppktWL99JFcyZ3BTzk5qpbalJaTBHJ29PY01YY93+uyR2HNOmFqqruZt55GKrQkR1D3H7osI35Az3q5FaLgjywD78VnRI0W8o25G5weCPpVlbm4WIEESL2JPzCm/IaL7aI23zAuc1A+lnbuZdqjqT2qWy1LUbqDyreJ5WTqF61ZTRNTvvnv5TDEP4AeTWd31L5U0YKRmSVvKOY174pzXLA7QjAD3xXUpYwqBDCi7Rxn1rmfEFnLp86nBMUnQ+ntVxd3YynHlVy5oPifU/DV+t5pV5Jbyg5Zc5R/Zl6EV9MeAviHYeNbIIyi21KNcy2xPX/aT1H6ivkVd+zzFbjPINbPhnXLrRNZtr23cxzQvuUg/mPp7Vp8Opk0pH2xRWT4d1qDxBoVpqduRtmQFgP4W7j861q0TuYhRRRTAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCC6uYrO2kuJm2xouSa+bvF2oz67rd1dSB878jHYdh+VekePvFUMwbT7Zy8anDbP42/wFeazRyLbkuVhHc964q9W7sjuw9Ky52c0lpIPNALbX6knAFUJxDFbCIlXy5YhfWruo33mK0VuPlB2jPUn1rEnkwSgJIxSijSZLEoHI+Uk9uwrSW4iUIDzx2rnxJIAMZOPQVYilkABdGH4VbVyFZG5LISm5Ywq4496ZkIF3k884qgtwXkO9vlxgYp0t274UsCq8YqbDuOuIVZs5Iz0BqoUk7D5TwP9qlaRppCVyEHGCauwTWdtIJJ+WHAXNUtBXuFppk5j82aIRoeOTinypBFiOG2jlf+8ecD2oivri/lCOSFzwvtTr6zvoIzJbsFjxzgc0tWVyqxm3CSDkJGv+zjpVMgSNskXGejIalE8xciQ5x13DrVu3ktdyeYVGT1x0qk2ieU3tEheztglvCSWHL9zW2tpdzEeZlfwrQ0K2geBTFIkgA5A6it54AEAxWMnqdKSsczDpoRsHHXJrP8TaRFc6W+5AWX5lPoa7EwjrjtWdqMQe3ZGHBFEZNMUopqx4pMphmMbZGOfaphGqqJF6cc1Y1WPZMysPmRivHfmmQhWtTH3JzXW3oefazPd/gbr5LXOkO5KSL50QPZh1/Mfyr2yvl/4R3rWnjayAbCu3ln3B4r6gp03oRVVpC0UUVoZhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAlcT468UDTLU6fZtvvJR84U8op/kTXTavqH9nWDyjmQjEa4zlq8V1G+23E8ixvNdzMTK7Hl2/pXPXqcq5UdFClzO72KWps9tHEMhrl1BLf3RXPajOz8yFgMcLnr71Jf31zcSsMBcfKSDyPas0W0lw+DIxB4LE9PauRLqd+y0M8QSTo5A2r/ePrWVIo8wogLYPPvXR6jLb2NskAY+p9TXNSXTcrFHsU9SetbQTMJj2keJflZE4+6Bk0w6gQm1jkgcVSkll5JIAqONy0gUDcW4FbKJlzWJjdNu3KD17VOswI3Mp3H+8KpSS+QSkeN3QmmB7h5Mqx9KrkJ53cv+Y+4YbjrUjFZhll+Yd6rxqzcN1H8QrX03TpZ2BCknsPWspNI1hFyLWn2UjIrx5Z2PAFdBBpF7PGeSqv6it/w3psUUMcssLBgMHIretYVSLzJflAYkpXM6mp2KFkcOfh8Zdssxdieozip/8AhAdPYcsykDg5710Wr+IHQ7bdYwfVzgD61y174juYU3zalEB3EERYD8aalJ7A4xW5Xv8AR9R8Puk+nzs8adcdR9a2dI8VNdskF8qrIV4cdDWJp3ihrq/NtM5licfK5XG6pNT0ZlnjuLT5U64FN+YrX2O43BlyDkGqN8p8piOuKZo00smnIZshgSOalmcO2yl1Bnjes7jqM6+klRhNrIQOo6CpdfLQeIL2EjpISK3/AAn4N1nxW5OmWRljjIV53bZGp92P8hzXXrZI4Ha9zd+E1lPd+PLABCVjJlfjhVUZ/nivqGuP8DeB7bwjYl3dZ9QmUCaYLhQB/Cvt/OuxrSEbIwnLmYUUUVZAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUnQUtef/ABL8WS6Lpa2Fg2L24XcxHJjj7n6np+dTKSirsqMXJ2RkeMvF5EphLxopYiFQfn29Mn0zXnj3TTszq6oM/d3YNZKm9vJ3kaOTa5+aVyC1I8EcDnqf945rz5+87s9OEeRWRZk2gHODnunWqssi2waViFCj+JufyqhdTMZMJKFH8RJ5H0qptFzcDe7eX/tdTVRiKUivI8uoTvOQfLHAJohsGuJcuMDtitlYIpGAHyW6chPX3NSxTQ4kmbAjGcHpV83YiyOVmtN077gRGnU+tVzmP5oQu8jr/drXvFmvEVY0CqxJPPaoBYwxqDtYkDpmtFNJGbiZhg3DeUwTU0SAMABk1YbC/dGBVrTYJLq4CJgjPJxQ5XQRim7E+maRLeyAKhVQeTXpOh+F2hKzFPlA4zSaDp0MYjQpjGM+9egQRjygBjHauWTuztglFGdBpoESjbjBzSyWaFSrA1sEYAqCUAis7GnM2cdc+H43k8woHdW3KG6Z9xVXVZ9O1HTLnTtQs0s7sodkqJhG/wAK66UAZrA1WzS7VkZAQRitIT5TKpBT3PLNK0kR3UUStueHktnrXptlZGSyRmTIx0NYVnoZtrouq8E4rt7QBbeNehAxRN3dwglGNkYN46WFozAABR0Nec3/AIhvY7t5kfjqAeldv4+gu00g/ZQcmQFio5C968wtdSjEwWZTIhOPnrWELq5lVnZ2Keq3L6nrJuJSqvKoJxwM4r6r+Er2j/DfSvsgQbVZZQv/AD03Hdn3rwLxX4Al0nwja+J5b+MfapFEdqB8wRuhB71seGrrxb8KobfVDbrfeHb9VkcI+5DkcEEfcf611J21OCWp9O0lYPhfxZpfi3S1vtOmJxgSQuMPE3ow/r0rfq07mWwUUUUwCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAIpZUhiaWRgqIpZiewHWvnLxDrY1vXLrUZsbWkxEhbGEHCj8q9a+KmsPpXgueOEt594626BeuDy36A/nXh8ltJptgLmXyo5ZBgBvmbH9K5a7u+U7MLG15DZZCZDsVgvYqaryDdlWkLHup61QcSkqqljI5wvPIps1vLCzKWYAfecHJz6CsFE6nIstYjZgbIz69aqSxi3yDzn+Ick1n3V49jLjIVscq3OPrVX/hIJN3MS59a1jBmUpxTNRLiaYiKBCuRgt/jRJlYxDuyT1qGPU5Jl3MhBPQDimNfRREswG49ec0rMVzSgj2xs8rCNOgHc1Ru7hEycgL2JqrPqTNFlMlv7x6CsmRpJ5CS2RnmrjTvuTKemhZeZ5QSg46Amu28L6csUKO/Vuc1yxhVLGEj+JgK9B0RA1ugHAApVHZWLoK8tTpLAeWRjpmuxtHHkLk1yVpCVQH1NdLaDEYBNcp2NXLxaoXJI4pSaT+VIEUZiSTWZPkNWxNgAnFY9wcHNIdrkCYL5PrW/ZW6MgJ5yK5n7RiXaOtdjpkLiyjdh94cVUdyJqxi+IrPdZSNtyAp+Ud68c0LwqPEXiuz0mzkRFlctI7nhe5H1x2r3nVIQbdiHGcYK14J4qhuNB8TJd2ckkKSYkieM7Srg8/jXRSlujmrQbXMj6R0/4b+G7JEEtl9tKJsBu3MgA74U8CsnVPhzcW2kahY+GdRNrZ3iESadcjzIcn+4Tyn4cVV+GPxOTxXGNJ1MrHq0aZVxwtyo7j0b1H4ivUK6kotaHnu6ep4p4E8KeK/CutxIdJCwsQJ5BONu3vz3r2qlpKcY2CUubcWiiiqJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPKPjDdD7VodrkEBpJivrwAP615VqMklzdbpTvMY+VccIP6mvSPiyyP4jtfky8Vrwc+rGvLdTuPIhVAf3z/ADcVw1NZs9GjpTQlrhSzuRv6lu496ytW1dI5DDaENIR97so9frTby9kig8mL7x+83r7Vm2lmTumc5Jyx9q0ikldkOTbsjNud2872LsedxohAkljQKCSQKddHdKxHTNSaYmLxGPY9K2voYte9qXtTuPIQQRjBHUispd0jgVo3yb7tmI61CAikBSCamL0KktRJ32xKgxwOgpfJMUEYJ+aRs1NZWjXV4qjlV6mtG3szqOtQwIPkVsfgOtK4WFvFEdnaJjB3Diu20A7go7cYrkNZ2f2nFAOPLrsPD6ny09iKxqbHVQWp3cMI2qAK1YI8AVBa2+QK0VjxXMdDkNKYGaY2BUrntVeQ4WgCrcE4NYly55Fa9w3B5rJdPMfmgpGeQyOJwu7B6e1W9X8Ua9PBDaaHZxQrtw91O3C/RatxWRkBUA896parALaykQyoMc4J5NOLswaT3Fg1XUtN0GWXW7i0muGOIGhOC49x2rnToq+KI1V7mKO6Qlo4HOQc9j6Z7Vz98jjUYkJYqVDKAeKu6Bbave+MJLvTLYzQW4WKc5wuPTPrWqj1MKsly8pgf2ZqWkeILVdNhuGvRLmBIwQ6uDyK+p9D19NQs7dbyP7HfsgMtu56N3wehritJsbdPENxeGP/AEoxBQSeQO5FT+IYf+JZIwOGA3KR2IrSNXlOd0OfQ6/VdTuIrhoLdlQIoLNjJye1cy3j26028MV5DHcxZxuj+Rx+HQ0zSnkfQLZ3JeVo9zEnJNeceIdXWHX/AC5T5ag55NJ1ZXujSGFja0j3nSde0/WI91nOCwHzRtwy/hWnXz7pd3NdSrcw+bFGh/dsDtZm9R7V6Xpfi24soY01oo8RwPtKcFf94d/qK2hWT0Zz1sJKGq1O4oqOORJY1kjYMjDIZTkEVJW5yBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUHpQB4V8UroP41aJshYYIwffIz/AFry+5lEpurwkDDbUXuAO9dt8Tbp/wDhOtZLN9wRov8A3wK82Ofskgwcu2M+tcbXvM707U0V5ZDIqA5ySMgd63JbP7FpoDp82zJPuapaLardX+ThljG4fhWprdyCFjBwF+Zx/IU5b2CG12chNtJJIPFaOiRq0xY4JPAz2qhNuDEe/H0rT0weUVY89ScVcnpYi15XI9bgMYjJ+87HgelVLSINKqNnA7e9T6ncSXE0YPQDA9qs2MKwAO24yn7p9BSvaI+W8i+PLsbViijzen1Y9q1fDlqLKOe+mHzRocH1JrDhZLm7VVRmwcZz3rc1SYQWAtI+MjL+5rK5ol0OdaRr3UnlxyWJ+legaEdiR7sDIGK5TRNPaUGYKOvFdja2sosYnVQPLYgmoqSudNOFtT0y12mJCO4FWCRiuf0nUBJp8RzyODWos4K9ayK5SRjVaVs8ZpzSVXkyelAFO6lABx0rmtd1a50y3WWKyknGeSvaujkUFsEUpMS8OAUIwwPehPUpHmk3jXX5o5PKtWgjQZbjBxXe+DtOhn8PwanqIE11dKZGaTnaOwrL1yG1jiYqA0ZH3R2qLw1LruseG5rKwWFIbSQxpLI2NwPOMVro1oXJPR3IvEVrZyX7GwQB40J8vP3iPSuh+HpgXwZbeUMStI7XAbhhITzn9K4q48LeKLa9FxMYWA7RNmpvD3ipfDPiKW21RGitbsDLkcI/qfamr2sjOpGPNc9FvVltLuLUIgHeL70Y/iU9RWg08Gp2QkjYPE4/I9xUkCRXK5LKyuMqwOQRiuQn1G10rxRDAs2bKclbmNDwrdmH9aXKLcv6DeXFpqs2gTKWIBltpD0Kdx9RXO+KdNtG14XU0Ku23K7h0rpfEEsei/ZtX3A/Y23oR1dDwR71yGpa/b6zqLXZjKRAYijPLHNNqyLi7yuSxXxhjMsmFReB/hW/4WeTVbiS7vUzGgxDEf5muXNrLclZbgKkScrFnk/Wuj8O3f8AxMUQHCkYIFZLcuex1drqV3oU26BDLY5y9v3Ueqeh9u9drYahbalaJc2sgkifoR1B9COxrk5Y9y4wOmKx47y48P34vLUFoGP7+AdJF9f94djXZCpbRnmVqClrHc9QoqpYX1vqVjDd2r74ZV3K3+e9W66TgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACg9KKD0oA+XvidI3/CxtWjzw0qdv9gVxN03yCBTg4JOOpruPiQnm/FPV0/ulG/8cFcjDH5upFgoJz6dBXI3aTO6KvFF3TIorCwyUIY/NI38lrHvLs3EskjY5P51qagt46C3htyUXrzgk1mf2PqJPNuVz0yRzSXdltaWRQP7wBu4q/akpA0jfdUcH1q0mi3ESBpAg7HLUy4sncqhfbGOo9aHK7sTykCWyvKbgtw/QVLO5JEUa5dvSpVt2yETLHoAK2bbQo7WE3V1JtUDp3NS5J6FxgUrKNbGHcMGQjLEfw+wpxWS8bLA/MQPoKlMLTygbNkeeEHf3NdLo2jGYpJIu1V5UVDZtGFi3puk/Z7AZGCQMVpWoURGJuhOa0fK2xbfaqJgYSgr61i27m6J4HFtIY14U1djvMEAnisS/aWIbwprLXXgjbZABSRWh3qSBunSpQoaubsNV8xAysCvtW5BdLIAc0yHEfJD82R0rH1QSKhMeTitp51ArMvpkMTYwPeiwkcFqMl4Cw3YQ9RWfourXvh68mvreYLbkYmif7r/AP163b3DSOo+bPSvO/EmojzTYwN8iH94w7n0rppR5jGtU5NT3fw94jj1ixWZY9iN/DnNUfGXh6DW9LkAiXzlGY2A5BrybwZ4vfQJlSc7oAcY68HrXtljqEWo2qz28ivG4ypHcUpxcGVSqKcdTyfTvFXiTwrZS6TIEeEcKsuSU/3T6Vhy61eS36XjsN6/dUdMV7Tqfhi21WJi0W6U8Zrm/wDhWOmQ6xAJ2uZbRztdFfbhj3z6U1JPVmm2xxuqeJdR1u1S3lfy4kULycnA7Vr+HraOOME7nk7tiuyk+GejwsWsxKpHRXct/OlXwpeQgqkqgfSpk1YSdjL+z5/iP0zWhocbjVI9vQHmrkfhufjdOPfArY0jSRpspcsHz3IqbFOasbzN8orJ1CMshArVZwY+BWfMBJkCrMo9xvgXVTY6o+jTnEM+ZIM9Q/Ur+I5/CvR68V1gx6PEuqz3SWotpA6SucbnHIAHUn2FbnhX4z6J4l16HSXtriyln+WGWYrskf8Au8HIJ5xn6da6qLbjqefioKM7rqen0UUVqcwUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABQelFUdU1K10fTZ7+8kEcEK7mPr7D3NAHz/AOOLVk+KPiK4dMRGGMA46koK46bUf7PAitFjVz95nXn8629Y8US6tq1/qUybFuJCUQnOF7D8qwJtZQycwqMf7FcEpNyPThFKCuRCaeVsqkkkhP3u1PkZ0UtJMPM9F7fjTXv5JEIVAg7k1Btacbm4Ve54FGpQ+OGW5/eM7Mo6EHOKkRQ77Q7HHXNQeYIyS7uE7KDgt/8AWpq33mTCKKM7O69BTsyNzo9EsWmu42CLIRyo7H61u31th8yyec+OD/CvsBWTp180MAWJCpPUjrWrbl7kgbeKykzoiiCz0/zpwcZya7O0tVjiAAxVewshEi5UZ9a1UGKhlNkRjNMSEF8kVZIzSFSq5pNCuUr2JHiYMO1cPqtlEgYr1rrdQuSAQOR3rkNZuwkRz17D1pLcvoZFnqNzYy/umPup6Gt+38Tgrwwjf+6zd6851i7uI1A3lC56D0rHR5JX+Z2PHUk12RoKSuzklinF8p7WviclSr5De/eqN5rctx8o4UV52upXNppkT+bvkLdH547V23gPw5rHjeK5ljmhtLa3RmadlLZbsuP88UvYD+tRtqUtX1f7DYySl/3jDEY9T615w7l3LMcsxyTVvUrm5nu5RcTGRo3KA9uDjiqINdMIcqOKtV9oyVWKkMDx3rq/CfiK/wBHuMwyF4By0LNx+HpXJgZBrX0W1e7nECBiXYDagyzH0A7mlUXulU5STuj6D8P+I4dRiikKmMsuQCO3tW/K8UwAGMhg2az/AA18P7m5jtr3VTJYCOERw2cLfMo9XPr7VqX2hajpYMsMf26BeTsGJAP93v8AhXL7OaV7HVGvBu1x7MuM8VCzCsuPVoZFZd2CpwVbgg+hFH9oo3IPI9aSZpZl1mCsuOtSD5SVJrKluw7jH5CpInmuGWOP7xP5UMEaJlJAUDKmua8V+NtL8JwtFIBd6mR8lmrY2+jOew/U1znjH4lxaV5ul6BIk92PkkvR8yRHuE7M3v0HvXkEsstxM800jySudzO7Esx9STW9OjfVnNVxFvdgX9b1/UvEN8bvUrlpX/gQcJGPRR2FZ6O8UiyRuUkQhlZTgqRyCPxptFdKVjibvqz7J8DeIV8UeD9O1XcDLLEFnA/hlXhx+Yz+NdHXzp8BvFg0/XLjw5cyYgv/AN7b5PCzKOR/wJR+a+9fRdAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAOtJRWL4h8Q22g2geRGmuJDtht4/vSH/AApNpK7BK5e1HUrPSLGW9vp0gt4xlnY/5ya86k0rVviZdw3eoebp/hmM7obbpLdf7R9Af/1V0Vj4ZuNWvU1bxOy3Ey829iOYbb8P4m9zXWnaiZ6KB+QqbOW+xV+Xbc+ZPiDFZx+NNRtrKGOG0tdkKRoMAEKM/rXHQo8srJFEWfP3j0Fb/iG4a813U7oYJnupJAc9ieKw3d4Iyiudz8sRXHe7PRjH3Vca0YSUec/mPnkdqryajl3xhgp4H8NQTT4G0Z6c+9RrAwt97gJGfWtEiG7CNLJMfMfoa3NF01pMyOvLHjNRaRpy3KfapvlgBxGnr712mmQIqfKnP0qJztobU4X1Y20ssBVCjmun02wVACRUNhZ5w7Lg1txKq9KwNCVEwMAdKkUYNEYzUpUUhEZAqC4bYuM1YPCms25JYnJ4pAY19IAGPWufFmbu5Msy5VeinpXQXEKn5QM1BIoihI6Ci5dtDyrxYoXVFjUYAXOKyoIhhQTjNbPiKM3OsTuh4jQCsLcdvOfoK9CHwJHnTXvMuWNhea/qtpplkheeZxFEv17/AEr6qs9Ftfh18LLu3DqXtrKSSaZRjzJSp5/PAFc98G/hufDliNe1WMf2pdRjyoyP9RGef++j39Kyf2hPFq22nW3hi2c+bcET3OO0Y+6v4nn8K1Rzt3Z89OxkLOerHJqPaaegyM0/y8jIovYfLc0NB0TUvEGoix0q0e5uSC2xB2HUn0r1n4Y6QPCviS31DUoIjv3QOzjm1cnr/T8a734JeEItA8GxalNGPt+pjzXYjlY/4F/Ln8a6LxB4U+2XbX9mI/MkXbcQOPllHqPRqiala8SoSXwyOtBBpa5PwzeXkEw0u5DyRop8qR/voB/A3r7Gusq4y5lczlHldjE1bwxpetLm6t9s2OJojskH4jr+Oa4q/wDh5rFozSabfxXkY5EU42OfbcOP5V6fRSlTjLcqFWcNmeGTaodGkZNZtZdPZOSbhCA3+6ejfhXn/in4hXOpxy6fpTSW1i42yydJJx6f7K+3fv6V7p8XfCknijwVL9kjL3tg32mFB1cAYZR7lc49wK+U6mNJIudeU1YKKKK1MQooooAmtLqexvILu1kMdxBIskbjqrA5Br7C8E+Kbfxf4XtdVhwsjDZPED/q5R95f6j2Ir43r0P4ReNv+EV8UC1u5dul6iVimJPEb9Ef+h9j7UAfVNFFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCC6uIrS2kuJ3CRRqWZj2Fc7o+lyX+pPr+pRYlkx9lgb/linYn/AGj+lXbtBrN/9hIP2S2dXuG7O45VB7dz+ArbqLczHeyCuc8aa4mieG7mQYM8yGKFfViOv0A5roiQBk9K8D8f+LV1XW5kikBigJjiAboB1b8T+mKmtPljpuaUYc87M4KaIIx3k8DqeprIlFxcuwgiIToCau3ep2sfPzu/fPSstZ9T1ebyLGGQoDjCDj8TXLTg92d85JOyHmO10/57hxJKOiDnmm28M2qShihKlsqgrpNK8CvK6SanLg9SkXJPtmu7sPD5tY1jsbJYV/vuMsac6iWiHCk27s5nStAlESSXPyKBwnpXS29sqAKicetblv4ffaDPJuf0rVt9MhgXpk1g3c1bSVkYkcbhR8pFWEQ5HFaVxGiD5abbwhzQkQ5EaIQOlShPWrLxBVqLBNOwrleUBQazJV5NaFwwzVJxnpzUMtGe8YXJNY+ozBFIyK2b1vKjYt0xXGatclgyqck04q7Lbsjgbq78y/un5w0hFdn8GvDNhrvjMzanLF5NgBNHbuw/fSZ+UYPUDqfwrg7oGC4dWGCTkV3nw38Yafo0c+m6rotrqFlM4dmKDzY+xKk9fpx9a746I82pfU+m9X1Wz0TSbjUr6URW1uhd2/oPc9BXxh4u8Qz+KvFF9rE+R9okyiH+BBwq/gMV6r8a10iw0XRLPSJ5YhcDz2tjK5DRkZViGPrkV4mUIbJFap9zFQ0Jba0mvLiK2t42eVzhVHUmrNnbSNeLbbSXMmz6HOK7f4Q2kD/EHS5ZsfLIdgPrtOKoa3pr6X8RdRtduDHeOwxxgFs1nKWhrFa2PrXTbdbTTLS2UALDCiADpwoFW6o6PcpeaLZXEbblkgRgfwFXq1WxzPcqz2iSypOuEnj+6+PzB9RVoZxz1paKLAFFFFMAr5++KPwhuo72517w5b+dBKTLc2UY+aNupaMdwepUcjtnt9A0UAfCdFfR/wAT/hLb69DLrOgwpBqygvLAg2rdevHZ/fv39a+cWUqxVgQwOCCMEGgYlFFFABR1oooA+oPg541HibwwunXcudT01RG+48yRdEf39D7j3r0yvjDwd4nuPCHie01e33MsbbZogf8AWxH7y/1HuBX2JYX9tqenW9/ZyrLbXEYkjdejKRkUCLdFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWZrOuaZ4f0977Vb2G0t143yNjJ9AOpPsKzfGni+y8F+H5dSvCHkPyW9uGw00nYD27k9hXyj4l8U6t4t1Rr/VbkyvyI4xxHCv91F7D36nvQB7Br37QsUczRaBpBnQAjz7xigJ9Qg5x9SK4q9+N3ja73CK8tLRW4xBbLkfi2a87ooGdVYfErxnpsryW/iC7JclmWXbIpJ6nDA81sD42eOhbiL+0bYt/wA9fsib/wDD9K89ooA29R8ZeJtWQx3+vajPGeqGchT+AwKxMknJJoooAsWd0LW6jlkhS4jVgXhk+649D6V7t4abw/qelJeaTBGIxgPDjDxN/dYf1714DWv4c8RXvhrVFvbNsqRtmhJ+WVPQ/wBD2NZVafOjajWcHrsfQatBHgIiqfZelSpdRLyWP1xS6DqdlrujwalYuzwS5B3feRh1Vh6j/wCvWg8aEdBn1x1rz+V9T0vaJlIX0HXzADQ19Aw+WZT681JJbRuuNgrOlsI+RsFDQaMjvL1VXlvpV/SJPMQHrWHc6TvBUM4B96v6fcvZJ5Zi3AdD3oTsgcTX1CRYYC1U0nBiLZ7VS1nUElsXAV1fGRVTR7n7VEFGc9DRccYWVy+d0rEgVYSxcjcVIq/Z2gADHk06+EixHaO1JoSepwniWeODMQfLntXHyRFwzYzmux1HSI725MkzMDnjFQpoFqByWP1NKJo9jzi906G4BSUDjow6iseHTJ4LtQHXg/K+eCfQ+ley/wBg6fwGt0b3IzTJdD03aV+zxBfYVvGq1oYSoJ6nlWvNqeo6ba3txPJcW1uvkAE7vs5z9z6elc8F5BI4I4r03V/B9lIsgtJJLYy8sqOSrfUVwWoWE+kXb2NwqOygEHPY9K6YSUlZHLUi4as3vBGrR6H4gsr+VPMjgmWRgvUgV0/i3RdU1mK48fCONLW7nBijB5VR8oz9cV5ikrxkYxxXc6f8Wdc03w1DoEdjpUtlGhQi4t2cuCSefmA7+lHs5PcydRaNHsPwo8W2eo6cNHMuJ4gZIkI5C/xL+B/Q16fXxjZeLdR03XINXsUtra4iYMFijKoceoz36GvXdN/aJtX2rqugzR/3pLWYOP8AvlgP51pBNKzMptN3R7jRXDaR8XPBWsFFTWEtZWOBHdoYj+Z4/Wuzt7mC7iEtvNHNGejxuGB/EVZJNRRRQAUUUUAFfN/xw8Ef2Tq6+I7CALY3zbbkIOI5/XHo38wfWvpCsvX9FtPEWh3ek3ybre5jKNxyp7MPcHBH0oA+J6KvazpN3oOtXmlXybbm1kMb+h9GHsRgj61RoGFFFFABXunwI8aqofwnfSgHJlsWY9c8vH/7MPxrwuprS7nsL2C8tZDFcQSLLE46qwOQaAPuaiue8F+Jrfxd4Ws9WhwHkXbPGP8AlnKPvL+fI9iK6GgQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABUM9xFbW8lxNIscUSl3djgKoGST+FTV498ePFx03Q4fDlrJi41Eb7gg8rAD0/4EePoDQB5B8Q/Gc3jbxNLe5ZbGHMVnEf4Y8/ePu3U/gO1cnRRQMKKKKACiiigAooooAKKKKAOm8GeMrvwjqLOqmewmIFxbE43ejL6MOx79DXv2m6pZazp8d/p9ws9tJ0ccEH+6w7H2r5brc8M+KtR8LX/ANosnDQuR59u5+SUe/ofQjkVjVpc2q3NqVbk0ex9IEgjFMdQRWToHibTfE9l9q0+TEij99buf3kR9x3HuODWoSep61xSTTszvjZq6I2QEYIqBoO4FWlOeGpGxU2LuZt1H5kJQgVhRpc6bdfaLdSUz8yetdVJEGBJqu0APUUWKUjS0/VYrmBW27W7r6VZnlDqcVhpDsPAq0JGUYzmglpdCrPab2OB1qF7PaM4rR3A0yTpiixSZjy5UGsqeZskVt3ScHFZsloX69aaC5nxgyv7ngV5d4tn+0eKL48fIwi4/wBkAV7CYobK2lu5uIoEMjn2AzXhFxO9zcy3En35XLt9Sc11YdauRxYuWiiR0UUV1HEFFFFABV7S9Z1TRJxNpeoXNnJnOYZCoP1HQ1RooA9b8M/HvW9PeODX7WPUrccNNGBHMB6/3W/T617j4b8Y6H4rtfP0nUI5iBl4T8skf+8p5H16V8Z1Ysb670y9ivbG5ltrqI5SWJirLQB9yUV4v8P/AI2w6i0Wl+KDHbXbHbHfAbYpD2Dj+A+/Q+1ezKwYAggg8gigQ6iiigDxz45eBjqulDxLp8Ra+sU23KIOZYfX3K9fpn0r52HIFfdLqroUZQykYIIyCK+SPiV4Pfwd4untY0P9n3WZ7Nu2wnlPqp4+mKBnG0UpFJQAUUUUAekfB3xoPDHikWN5Lt0zUiI3yeI5f4H/APZT9R6V9SV8J19WfCPxd/wlPg2KO5kzqOn4t7jJyWGPkf8AEfqDQI9AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAIpZUhieWRwiIpZmPQAdTXxv418Rv4r8W6hqzE+VLJtgU/wxLwg/Ln6k19DfGnxEdD8BT28Mmy51J/sqYPOwjLn/vkY/wCBV8tUAFFFFAwooooAKKKKACiiigAooooAKKKKALemape6NqEV9p9y9vcxn5XT9QR3Hsa9s8I/EGx8SRx2t35dpqvTyycJN7oT0P8Asn8M14RR3z6VnOmprU0p1ZQ2PqbbyQeoprKVGa8h8JfE+4sFjsdd33NoBtS5HMsQ9/7w/X616zaX1tf2iXNnPHcW8gyskbZB/wAD7Vxzpyhud0KsZ7EufWlwD6Ux1yO2KaCVNZ3NBzoByKhOc1OWBFRNilcpDfxpC3HrSsMioyCKYyGRCaRYhxnpVjbkVS1G7g0+ymurmTy4IULyN7en1PShXegbas5D4l6wun6GmmRN+/vuX5+7Ep/qePwNeRVo67q8+u6xPqE5IMhwi5+4g+6v4Cs6vRpw5I2PKq1OebkFFFFWZhRRRQAUmaWmmgBRzS0inmgHJoAWvUPht8Wrvwu8Ok6y73OjEhVc/M9r7j1T/Z7dvSvL6KAPuS1uoL60iuraZJoJVDxyI2VYHoQasV8t/C74mTeD7xNM1KRn0OZ+c8m2Y/xr/s+o/Ee/0/HKk0SSxurxuAyspyCD0INAiWuK+Jng5fGXhKa3iUf2jbZntHP98Dlfow4/Ku1ooA+FWDKSrqVcEhlIwQe4pteifGXwx/wj/jiW6gTbZ6oDcoAMBZOjr+fP4153QMKKKKACur+Hfi5/Bvi22v2ZvsUv7m8Qd4yev1U8/gfWuUooA+54pUniSWJw8bqGVlOQQeQRUtePfAvxp/amiv4bvZc3dgu63LHl4PT/AICePoRXsNAgooooAKKKKACiiigAooooAKKKKACiiigAooqhq+pQ6PpF5qVwQIbWFpnyccKM4oA+b/jj4g/tbxx/Z0Um630uIRYB481vmc/+gj8K8yqe+vJtRv7m+uDma5laaQ/7TEk/zqCgYUUUUAFFFFABRS0lABRRRQAUUUUAFFFFABRRRQAVqaJ4h1Lw9d/aNOuDGT9+NhuR/wDeXv8AzrLopNX0YJ21R7b4c+Jmk6sEt9R26deMcDccwufZv4fx/OuzYdPcZB9RXy/XReHvG2teHWVLe48+1HW2nJZPw7r+Fc08MnrE6qeJa0me9MWXtSBs1zGi/Efw/rSrHcyHTbs8eXcHKMfRX6fniunZAuGXlD0YHIP0PeuZwlHdHbGcZLRkq8iniIHFMiNTFwB79hUFDTHt6Dk8CvF/iR4oXUb7+yLGXdZ2zZldekso/mF6fXNdV8RPGw0u3k0fT5s6jKNszof+PdD2z/fP6D3rxmuzD0mvekcOJq39xMKKKK6jkCiiigAooooAKa1OpDQAynrjBNRnrSqfegCSikBzS0AFep/DD4sTeGHi0fXJXl0Y/LFLjc1r/Up7du3pXllFAH3LbXMF5bRXNtKksEqh0kjbKsD0IPep6+TPh/8AE3VPBFwLdt15o7tmS0ZuU9WjPY+3Q/rX014e8TaV4o0xb/SLtLiE8MBw0bf3WXqDQI4/42aANZ+H893GoNxpri5Q99nRx/3yc/hXy5X3LcW8V3bS20yB4pUKOp6FSMEV8V69pT6H4h1HSXJJs7h4QSMZAPB/LFAzOooooAKKKKANTw7r134Z8QWesWZ/e20m4rnh16Mp9iMivsjR9Ttta0i11Oyk329zGJEPse31HT8K+I69w+Afi/y5rjwrdy/K+biy3Hv/ABoP/QvzoA98ooooEFFFFABRRRQAUUUUAFFFFABRRRQAV5V8eNd/s3wQmmxtibU5hGR/0zT5m/XaPxr1WvmL47az/aHjxbFHDRadbrHgdnb5m/TaPwoA8wooooGFFFFABRRRQAtJSikoAKKKKACiiigAooooAKKKKACiiigAooooAK2NH8U61oRH2C/lSMf8sXO+M/8AATx+WKx6KTSejGm07o9PsfjDIoUaho0T46tbSlM/g2f51V1v4tX93C8Gj2a6eG489n8yUDvtOMD68mvOqKzVGCd7Gjr1GrXFd2kdndizsSWZjkk+pNJRRWpkFFFFABRRRQAUUUUAFBoooAiambsU96hPWgROrVJUCHFTDkZoGLRRRQAVp6F4h1bwzqK32kXj2044YDlZB/dZejCsyigD6e8C/GLSfE6pZ6qYtM1XhQrviKY/7DHof9k8/WvPPj34fNj4rtdbjU+TqEQjc44EqcfquPyryTgjDAEVsXXiXWL3QodFvL+S5sIJBJEk3zNGQMYVjyBg9KAMeilNJQAUUUUAFW9L1O60bVbXUrJ9lzbSCSM+47H2PSqlFAH2t4d1u28SeH7HV7Q/urqIPj+6ejKfcHI/CtavAv2f/FPl3F74YuH+WTN1a5P8QwHX8sN+Br32gQUUUUAFFFFABRRRQAUUUUAFFFFAEM80dvbyTysFjjUu5PYAZNfFGt6nJrOu3+pzHL3Vw8p/E8fpivqT4t6ydF+G+qOjbZrlRax/Vzg/+O7q+TKACiiigYUUUUAFFFFACjrSGkH3hTj1oASiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCN+lQnrU79KgbrQIF54qyvSqynmrCnigB1FFFAwooooAKD0oooAO1FA4ooAKKKKACiiigDS0DWZ/D3iCw1e3z5lpMsmP7w/iX8QSPxr7QsbyDUbC3vbZ98FxGssbeqsMj+dfDtfSPwG8SHUvCk+izvmfTJP3ef+eL8r+R3D8qAPW6KKKBBRRRQAUUUUAFFFFABRRRQB4N+0RrGZNG0VG6B7uUZ/4An/s9eGV2vxZ1f+2PiTqzq2Y7VxaJz/cGD/48WriqBhRRRQAUUUUAFBoooAYetSGo26VJ1ANACUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUANbpVd6snpXV/DfwvYeL/F39kai0qQvayurRNhlcAYPv16UAcOCQanR69Q8S/AXxLpCyz6XJDqtshyqR/JPt/3TwfwJry+e3ns52guYJIJl+9HKhVh+BoETA5FLUCSVMCCOKBi0UUUAFFFFABRRRQAUUUlAC0UUUAFdx8JNe/sH4h6eXbEF6TZy84Hz/dJ+jAVw9OSR4nWSNisiEMpHUEcg/nQB91UVl+HtTXWvDmm6mCP9Kto5TjsSoJ/XNalAgooooAKKKKACiiigAqlq1/HpWkXmoSkCO1geZs+iqT/SrtedfGvVv7M+HF3CrYkvpEtV+hO5v/HVP50AfLlxcSXdzLcynMsztI592OT/ADqOiigYUUUUAFFFFABRRWhoej3XiDW7PSbIKbi6lEaFug9SfYAE/hQBlvk9KepylfTdn8CfB0GnxwXcV1dXATElyZmQs3qFHA9h/OvIviN8MrnwNLFcW8sl3pM7bEmdQGjf+6+OOex70AcFRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV6P8DFJ+J0JAOBZzZ9uBXnFetfs+wGTxnqEvaKyP6sBQB9JVi694V0TxPam31jTILlSMBnXDr9GHI/A1tUUCPnrxX+zzPbo114XvjcYOfsd2QGx/svwD9CB9a8cv9N1DRL17LU7Oa0uE+9HMu0/h6j6V90Vl6xoOleILM2mq2FveQ84WVM7c91PUH3FAHxP2zRXuPiv4ANGsl14Uuy3JP2G6b9Ek/8AivzrxnU9Lv8ARb57LVbOazuU6xzLgn3HqPcUDKlFFFABRRRQAGkxS0UAFFFFABRRRQB9R/BDVRqHw5trcvuksZpLdhnkDO5f0b9K9Jrw79nS5zY+ILU9UlhlH4qw/wDZRXuNAgooooAKKKKACiiigAr5+/aH1fzNT0bR1PywxPdSAHux2r+gb86+ga+RPinq41n4kaxOjbooZBbR88YjG04/4Fu/OgDjqKKKBhRRRQAUUUUAFe3fs++GhLc3/iSeI/uv9FtSRxk8yEe4G0fia8UhhluJ44II2klkYIiKMlmJwAPxr7J8GeHo/C3hPT9IXaXgiHmuq43yHlj+ZoA6CsvX9FtPEeh3ek36bre5jKN6qezD3BwR9K1KKBHxHrmj3Xh/XLzSb1cXFrKY2OOG9GHsRg/jWfXvnx78Iiazt/FFpH+8gxBebR1Qn5GP0Jx9GHpXgdAwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigANe6/s6acdmu6mc4LR26j6ZY/zFeEmvqP4H6WunfDe1uMN5l/LJcNn67Rj2wooA9KooooEFFFFABWZrOg6X4gszaatYQ3kHULKmdp9QeoP0rTooA+fvGPwEuIFku/ClwZk6mxuWAYf7j9D9D+deO6hpt9pF89lqVpNaXSfeimQqfr7j3FfcdZes+H9H8QW4t9W022vIx0E0YJX6HqPwoA+J6K9/8AEv7P9jOzz+G9Ra0Y5P2a6zJH9Aw+ZR9c15Nr/wAPfFfhou2oaPOYEPNxbjzY/rkdPxAoGczRRnkjuOo7iigAooooAKKK1fD3h7UvFGsRaZpduZZ35Zj92Ne7MewH/wCqgD2b9nW0AstevNxy0sUO36KWz/49XuNc14L8H2PgvQY9Os13yNh7icj5ppMcsfQdgOwrpaBBRRRQAUUUUAFFFFAGZr+ppo3h/UNTkIC2tu83PqqkgfniviiSWSeV5pWLSSMXcnuxOT+tfTPx21j+z/AP2FGxLqNwkOO5Rfnb+QH418yUAFFFFAwooooAKKKKAPRvgx4ZGv8AjiO8mXNrpYFy3+1JnCD8+f8AgNfU1ec/Bjwz/wAI/wCBobmVSLvUyLqTPZSPkH/fPP416NQIKKKKAKmo6fbarptzp94gkt7mJopFPdSMGvjLxFodx4c8Q32j3OTJaSlN2Pvr1VvxBBr7Yrw/4/eFfNtbPxPbRjdCRbXZA6oT8jH6HI/EUAeB0UUUDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAozRSUALRRRQAUUUUAFFFFAE1nZTajfW9jbKWnuZFhjA/vMcD+dfa+j6dHpGjWWnRY2WsCQggYB2qBn9K+dfgX4aOreMX1eaPNtpablJ6GZgQv5Dcfyr6ZoEFFFFABRRRQAUUUUAFFFFABRRRQBg6p4N8Oa2HOo6JYzvJ96RoQHPvuHOfxrkLr4FeC7gHyob62OODFck/o2a9NooA8Xn/Z30hgfI13UIz23xxv/ICsu1/Z1mNw/wBr8RoIR9ww22WP1y2BXvlFAHkOnfs/eHLeQPfahqN4B/BuWJT+Qz+tekaH4d0nw5Y/ZNIsIbSE8sI15Y+rE8sfrWtRQAUUUUAFFFFABRRRQAUUUh4FAHzf8f8AWDd+LrLSlbMdjbb2Ho8hz/6Cq/nXklbvjTV/7d8aaxqQJKTXT+X/ALinav6KKwqBhRRRQAUUUUAFb3grQG8T+MNM0naximmBmK9ol5c/kMfjWDXun7PnhxGXUfEcwy4b7Jb5HQcM5/H5R+BoA90RFjjVEUKigAKBgAelSUUUCCiiigArN1zSLfXtDvdKulzBdQtE3tkcH6g4P4VpUUAfDup6fcaTql3p10uJ7WZoZB7qcZ/HrVWvXPj14b/s/wAUW2uQpiHUk2SkdpUGP1XH5GvI6BhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUlLQaAEFLSUtABRRRQAUoBYgAFiTgAdSfSkr0D4O+Gh4h8eW8syBrTTh9qlB6FgcIP8Avrn/AIDQB778N/Cg8I+DLSxkUC8lHn3R/wCmjdR+Awv4V19FFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACub8eax/YPgbWdRDbZI7ZljIODvb5Vx+LCukrxv9oPWPs3hrTtIR8PeXBlcD+5GP/imX8qAPncDAA9KKKKBhRRRQAUUUUAPiiknmSGFC8sjBEUdWYnAH519meEdBj8M+FNN0iNQDbwgSEfxSHlz+LE184fBvQW1v4h2krAGDTlN3JuGQSOFH13EH8K+rKBBRRRQAUUUUAFFFFAHHfEvw2PE/ga/tI4t93Cn2i1wMnzE5AH1GR+NfIp5ANfdVfJPxT8Of8I148v4Y49lrdH7Xb4GAFc8gfRsj8qBnFUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACUtGKKACiiigAr6X+A+iDT/A8mpumJdSnZ8/9M0+Vf1DH8a+aB1r67+F9za3Pw20H7I6ssdqsT4/hkXhwffOaAOxooooEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV8ufHDWP7S+IctqrhotPgSAY7Mfnb+YH4V9PTzpbW8k8p2xxqXY+gAya+JdY1KTWNbvtSkOXu7h5j/wJiR+mKAKVFFFAwooooAKKKs6dYT6pqVrp9sMz3Uqwxj/aY4H86APov4DeHzpvg+XVpUKzanNuTP8AzyTIX8zuP5V6xWfo2mQaNo1nplsoENrCsSfQDGfx61oUCCiiigAooooAKKKKACvJ/jt4Z/tTwnFrMEebjTHy+ByYm4b8jg/nXrFVr20hv7GezuUDwTxtHIp7qRg0AfDlFaviXRJvDfiS/wBInzutZiikj7y9Vb8QQayqBhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJS0hpaACvdv2etbYrq+gyMSq7buEE9M/K/8A7Ka8Jruvg/qv9lfEvTCz7Y7rfav6HcPl/wDHgtAH1lRRRQIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDjPinqp0j4b6zOj7ZJYfs6fWQhf5E18jV9EftC6j5PhjS9OB/4+bsyH6Ip/qwr53oGFFFFABRRRQAV6V8DtFXVPiCt3IAY9Oga4wR1c/Iv8yfwrzWvaf2f9e0yyvtQ0a4Aiv70rJBK3SQKDlB7jk+/PpQB9B0UUUCCiiigAooooAKKKKACiiigDwX9oHwxtksfE1vHw2LW6IHfkox/UflXhtfaXinQofE3hq/0efAW5iKqx/gfqrfgQDXxldWs1ldzWlyhjngkaORD2ZTgj8xQMiooooAKKKKACiiigAooq3aaXqF+22zsLq4b0ihZv5CgCpRXRQeA/FFwcDRbmP3mwn8zWxB8KPEDsv2iaxt1JwSZt5A9cAVDqRW7LVOb2RwtFemxfCIhx5+tKV7+VAQf1NaK/C3RIwN1zfSHHPzqOfwFQ68EaLD1H0PIaQkDqQK9sg+H/AIZiJEmnyzcYw9w4/Hg1uWPh7SbJSLbSbOMHBO6IOePc1DxMeiKWFn1Pn2K2nmx5UEsmemxCc/lWpB4T1+5QPHpNztPQsoX+de+lTEm2ICNcYwg2j9KpzgE5PJqHin0RrHCLqzxlPAuvMpMkEEPtLOoP5CpE8D32cTXdtHz2y1em3mSTisiRGyc1LxMzRYWmjjl8FoGxJfkj/Yj6/ma1dF0HTdI1vT9Rd7qUW1xHMV3AZ2sD2HtWmVw1GOKn20+4/q9PsfSMM0dxBHNEwaORQ6sO4PINS1598Mtd+1WEmjzt+9tRuhz1aMnp+B/mK9CruhLmVzzZxcJOLCiiiqJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD54/aIui/iLRbTPEdo8uP958f+yV41XrX7QakeONPJ6HTlx/38evJaBhRRRQAUtJRQAVJbzzWtxHcW8rxTRMHjkQ4ZGHIIPrUdFAH1N8LfiNH4z05rS+2RazaqPNUHAnX/noo/mOx+tejV8P6Vqt7omqW+padO0F3btvjcevoR3BHBFfVfw98f2XjnSN6hYNRgAF1a5+6f7y+qn9OhoEdrRRRQAUUUUAFFFFABRRRQAV81/HXwkdK8Spr1vHi01LiUgcLOBz/wB9AA/UGvpSsjxHoFj4o0S50q/TdBMuNw+8jDoynsQaAPiqkJA6kD6mverP4P8Ah/SJzFqZutQuFOfmk8uNl7HavP6101h4c0PTB/oOkWMXHXyVY/m2TWMq0Yux0Qw8pK5832OiarqePsOm3dwD/FHCxH59K6Wy+Fnim7IM1tBZIed1xMP5Lk177tbbtBwoPQcD8qj8sLWMsRLojZYaPVnk9l8HFCg6hrJ3f3LaDI/76Y/0robP4YeGbTaXtZrph1NxKSD+C4FdqQBTSaydab3ZrGjTXQy7TQNIsMG10qyhI6FIRn8zV8MynAJA9uKccU1jWbbe5qopbCMM85yfrTNoOafnAzSH2pDIWGOBUbgVM1QvwOtAyNR89W1I2iqBJzU6PletAD5SF5qhNzn3qxK/NVnOaBoz7lAOay5Bkk1q3JJ6DpWfMnykjrTQ2Zkn3qAcDinygjJz2qrG8k03kwRtLL/cQZNNK+xDaSuy/p2sy6DqkGpQgF4c/ITw6kYKmvZvCni2HxLa/PbvZXirva2kbLBezA+leKrBHZyh5mWa5H/LMcpF9T3b2qzoOvyaL4hg1BnLCCTbPzkvG3B/x/Cu+hSnGN2ediKkZS0Poeio45FljWRGDIwBVh0IPepK1OcKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPKfjX4LuPEehQ6tp0ZkvNO3Fo1GWkhOCwHqQRnH1r5pr7srwH4r/AAmeFrnxH4dg3RkmS7so15T1kjA7dyvbqKAPEaKOoyKKBhRRRQAUUUUAFX9F1m/8P6tBqemXDQXUJyrDoR3UjuD3FUKKAPrjwB8QdP8AHOl7k22+pQqPtNoW5X/aX1U/p0NdpXxBpGr32hapBqWm3DW93A25HX9QR3B6EV9TfD74i6f440/YdttqsKg3FqW6/wC2nqv8uhoEdzRRRQAUUUUAFFFFABRRRQBheI7LzrUXUakyQ9cdSh6j+tc/C4I/lXcSxiWJ426OpU/jXnyZhmeJ+GjYqfwrlrxs+Y7MNJtNdi6xx3pjHimhge9IW4rmOtDGppNKWzTKkpBSEZpy0tICMjFMNTEZpjLTsBXbrUbrnrVnZk1G8dAXKZFGStSMmDUTEHvRYLjXbioW4XNOVZJc7EJGOT6VA7xIxjlvLeN8Z27wW/KqjTlLZCdSMVqxsiAjpVV7aSZSI4mOOT6fnUM+u2tupkitpZgOBLN8kZ+mOcVkT6lLraXNvLO7ZjPlxxfJGD9ByfxrqpYKc/i0OWrjYx0Wpspo8DRCW81G3iQrvCRHe7D8OBWXNqSQSS6fY2y26FSwZTlp/wDebr+FTfD+YPo1xp13hbqwkKkgcmN/uk/Q5rO1W0+yavFK0wMSqSTjGT2FddLDqEjkq15TRA8rzwLhcOrZKA/dqC5mEchVV+eRcMB0A96HlJV5om2JIeg61Wt5Jd6qkfm72xk8ZrqUTmuz2/4a+K49U05NGuWxe2kYCEn/AFsY6Ee46Gu/r5s0+5k0e5ju7aYC4jcMrjoh9D7V7z4Z1+28SaNHf2/yt92WPujjqPp6H0rmqRs9NjWLujboooqBhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB4f8T/g/wDa/P17wxABOcvc2CDAk9WjHZvVe/bnr4IQVYqwIIOCCMEGvuuvJ/iZ8I4PExl1jRBHb6vjMkR4S6+v91/fv39aAPmuipru0uLC7ltLuCSC4hYpJFIu1kYdiKhoGFFFFABRRRQAVZ0/ULvStQgv7G4e3uYG3xyocFT/AFHt3qtRQB9RfDn4q2Xi6BLDUTHaa0ox5ecJce6e/qvX0yK9Kr4VR3ikWSNmR0IZWU4KkdCD2Ne8/Dv42JMsWleLJVjlGFi1E8K/tJ6H/a6euOtAj3GimI6yIrowZWGQQcgin0AFFFFABRRRQAV5trztbeJrmBEdy5EoCgnqP8c16RXEeKpNmpsRuO2NMqpxnr3qZU/ae6aU6ns3cy1e4IyYXGPXipT5uMnYB6lxWRdlFhjk8lSWJJ+YnNP0yZJZW3RIqkH5QvOaf1FFPGs0PMQtj7RAD6F6cHjJwbmEH8f8Kx7G5n865inhXAJ2sEHAq/HcZhKleQeG29qHgooX1yTJJr+ytiFmvYlYnAAVuf0pE1Wwm8zybpZVjALsARtBrn9dufNu4vJKnaAXORxWZoNx5fi11V8pdRMpQ9GI5rVYCHLchY2blZnW3muWFmAztMw6nZH29aeuq2MwVonmIYZXEROaq67ZR3OlSqMBzBIG56ZHauZ8D6ktzolvCXBlg+Xlu1ZwwkGip4qZ2Jv7VJfLIumcEDCxjPP40S3SAnNtc7f7x2j+tYk8Fy2t/ao3EkMg2/LJ3FT62ktxZLDFcRLyCUZsZ+taLB0yHiqnc1SBLAJYrcOh7vLj+VQGDeuPJto89czMT/Ki12Q2QjjYPhRwD8tVJ7e/kuDLFG+3+/xiqjhobWF9YqdyTxC8d1punQs4FsQ8ckcZwGYdOeprzN4ZW1m6tNPAW0jbLNnpxyMnrXfapbSTaFueOUvbXAYrCMsVPBOK811TZZ6nJZbG2PJkOTgg9uaq8aXQh80zpLnVLG0t4LTU5wbcJzHGNzse30rnp9eMc5m0a0WCOP8A5aTHLc1Ppui+fGWFiTOrnzJJn+Qj1ral0O006wjmuRHIDkrEowh/xqlVlJ+6hOnGKvJmV4REkHiB1lvA8uqQNGM9N45X+taOt2txPpnn3SgpEwcKvU44IqlfxtLdWVxptp5TwkSLN7r29q7iU293aGeEq8dwvmjByBn7w/Pirn7rJi7nE20Mmq26NFttrZfvu6849hUjyJb2iC2/dwElWlkHzBvYVRnv54NYnsikkkajaqDgAdck+lXra1a7mhMbF5JE3eaf9XHj+6O596G+iFaxXhWae+jiCEGZNrRk8yY7t/dFdv4Z1OXwxcB0k88MQJ0xjevoPQjtWbHDFYsVtyokIBdiMsx9c1TmfE4dASvb1B75qeRNagnY+grK9g1GzjuraQPFIMqf896tV454Q8Vtot35dw+6xlP7xe6H+8P6169FNHPEssTq8bgMrKcgj1rmlFxZtF3VyWiiipGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHD+Pvhtpfja1MjKLXVI1xDeIOT6K4/iX9R2r5h8Q+G9V8L6q+natbGGZeVYcpIv95W7j/Jr7WrD8S+F9K8WaU2n6taiWPqjjh4m/vI3Y/wCTQB8X0V2vjz4a6t4JuTK4N3pTtiK8ReB6K4/hP6Ht6VxVAwooooAKKKKACiiigD0DwH8V9Y8HmOzuC1/pAOPs7t88Q/6Zsen+6ePpX0d4a8VaN4s08XmkXgmUY8yM/LJEfRl6j+XpXxjV3SdX1DQtRj1DS7uW1uozxJG2Mj0I6Eex4oA+36K8T8IfHyzujHaeKLb7HKcAXkALRMfVl6r+GR9K9jsr611G0jurK5iuLeQZSSJwyt9CKBFmiiigArg/EbznW7k4RYVVQHbucCu8rhvF1mtxduPNaNSFLAfxHp/StKSvImWxz9wb4xhoxbzIDjKHgVBEswcGSVYR0YKRzVmC0ltXcRyxsqjJH+IphhtLqQtJGqOBlsPwfwrqMSs8Goo/7m43DqM4zSQXGoCNwxk3K33WT5WFacEbLZq8IUEngZzUVnf3U0rq6qqA8kUXC1zImt4b6XGo6c8KgcTW7/zFULLw9ZW2u2t3aajJJtYhVlGM5GK65pH8x4/LiZCM7l5xXN3zLaXVudmWEyjcfQmrjK6sS00al1Gp05QZWyr4JA9cjFeceG9M0k6rJE9/c2zRuwbA7g9/avUZ4oBZSqRyHJOTx1rg9Fmtl1m+N0gbZO8Y+X1PFY03q0bTWhvjw/oU7F11C6b02OVxTv8AhHdEkcb7i5nI7bjzVzT5oZHkiWL5kONoXt60/Trppbu5hjhAVGwPlwRVtmaRTuRDJbmwsku7f+66pxWRP4aeBgsd7fNdtyT5xwK6uCS5e6dSGIQcD2rC1DW47XVwsk/UbdmeKcZIGhfCFvc6V4pWOS7kn+1xNHIkjFuccY9KxtR0a9cte35tbeJnYCMLuZcHGfrV638UWMGtQtEhkzKA0oGFQd+ai8f3jRXlzDa39oLS4AmQorO3PXnpUTSlIqF7EOna/p1rpsrXHluIM7JX4L/8BrnNU8RS69LFxI3l8xxRJxWNp1ubqTekTyLuwzyDdtHrjpTtSguLW4MfnuquAdo+XitLW2Ieu5tajq8zRJaN5UEYAYqG3Nn8KteHdSNvo13Z5dnt5vOiZxj5H4YAegPNVLeC7msI0gigESqSx43H+tQ6VbtY31vffNLHloLtc8qr8Z/ChxugUrMi13zLi7hul3CMfI+OAfTiui02QXFlFLGv+owm0cbT7il1SxW2s2hvQttbYKmZjlm/ulR+VSaMjxxZm27lULKV/wCWsfr9RWSloW42J1jkmbfwJMYbFSbSuHmHXgNUE8i2E/lmcBsZU9mHY1A+o+fyBx354H0qyS68KMQy9RXU+D/FR0W4FjeSE2EhwueTAx7/AO761xQdGYZbcSM5BqVAzNk8juwpSipKzBNpn0SrK6hlIKkZBB4Ip9eaeBfFwXytHvpMoflt5T/D/st7en5V6V2rjlFxdmbp3FooopDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCC5toLy2kt7mFJoJFKvHIoZWB6gg9a8B+IXwTnsfN1XwrG89t96TT85eP3jP8Q/2eo7Zr6FooA+FCCrFWBBBwQRgg0lfUXj/AOEmmeLvM1CwKWGsEZMoX93Of+mgHf8A2hz9a+b9c0DVPDepPYaraPbXC8gMMq4/vK3Rh7igZm0UUUAFFFFABRRRQAVveGPGOueELvz9IvWjQnL27fNFJ/vL/UYNYNFAH1X4C+KWk+NIltZSLHVwPmtXbiT1MZ/iHt1H616DXwrHI8UiyRuyOhDKykgqR0II6GvZfA/xzubERaf4qV7qAYVb+MZkQf7a/wAX1HP1oEfQtcZ4siZ79BHG0zlFIjBwBgmuj0zV7DWbFb3TbyG6tpPuyROGH09j7Gue8Q3cEOqy+fKscSwoHcnGDkmrp/EJ7HM/YtRiubiY2trGZRgqJst+VZky3VsCfsso3ArvSLdkfWodR8b273LCxt5J2U7V2Kf51LB4p1cw/NojNGVyF84BvyxXVZmLZpaTY339neXAZo42jJDPGAc+g561n2V5c2sYZ7W6yxMZJjGR7mql542ZHWN9H1CMoc5i+YD34qWL4gaPclRcWt3E24Z3wMBn1pMFqQyavMgdbWC5QurEnAGcdaxL26nW6s5LhroxTMjp8wIOD0P0rqbQaXqF5cfYLsBjFIwjIz1HauW1zR7rToFKFmgO2WFzyPcVSa7hZvc6/wC2TNbXalV2hs8dea85WWaLxJfG0tnm2T73RZMcHvXfypNHbTssEkhYK2QQByB1ri7K0k/4Ta+3RlVePDqG9R61nBpvQqWkTrYI7v7WskfkxLIisJhdcfypYbO+jvyglhVphuZjPnI9elU4LIRwtHHJugP3Y2H3T3GavsqultG2CU4Deg9K05SLk8MUqzjddWhhdTvKKWOawtb0qCS9EKXcVnMwDQzCL5Se4NaUkBt3KqNrc7Sp6ioLtH1KzWNwDPEMo/8ASiMbA3crf2HY3unuYsvPGeZG4+ce3oayfEVrFceH9EktkCeZBJGQD0dWOVq/FqE9vhZQxyMEgcAimXpkXwnZzAKTa6k65I6bxkfrRJa3BMpeFAtlM9lNCqySxZAPasfxJZyf224ZyQ0Yxx0xVuwnvJNdM1y+3jZkcVL4hkFvqFrcFiU+4xPNWyTIsGE8Sx+aUkB+Tng1rWKLBLMHwYpeHWsqxaOKe6Xbny33pkdAa2Af3gYEbHHOBQmDQXenW13cs7pI0gQBPMckACrxxb2EHkgeYiHdHj7y9xVc7sMgY47juanWZYm2sCrKnpUSS6FRZFqEsFwttBjbhd1rJ9eqN7VTjjZVZWUoQeVbtUNwwhD/ACu1vLkoO8be3tV0bpIoftDEu6bknjG7Kj+8P60loN6ktmoK7ZuQDlcVZeF8YAKr1znFUVt7kBXjC3CHoImB/StJY7mWDyhbS5bk5H6VVydSASKs/ljOAufQivXPAnin+27E2V03+nWyjJP/AC1Ts319a8jbT7pHzK1vao33TNKAfy61Lp2px6Pq0F3Z3E01zGcKVXZEW/uknqKyqpON+pcLpn0TRWXoOsw67pMN7D8pYYkjzkxuOqmtSuU2CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKxvEPhjSfFWmtYataLPEeUbo8Z/vK3UGtmigD5b8cfB7WPC3mXunb9R0pfmMir+9iH+2o6j/aH4gV5vX3ZXkvj34L6fr/AJ2o6CEsNTbLPFjEM59wPuMfUceo70AfNtFXtX0bUdB1GTT9Vs5bW6Tqkg6j1B6Ee4qjQMKKKKACiiigAooooA09D8Rax4bvPtWj6hNZyn73ln5X9mU8N+Ir0vR/Eb+PpYU1K4BvE+e4iAC+bjuo9Mdu1eQ0+KWSCZZYZGjkQ5V1OCD9aqEuV3FJXVj6MthElxcj+z4o4sYibuTir8MyW+nG5uRGjCMhuma8a0r4n6paiCHUoIr+3iOR/wAs5M/7w6/lXd2Pia18Z2bfYLF4fLYJMs5B2kjggjrW7rRM403ewHUpdRsV8oiHE4hEw4LqexqzeabrF1I1lp8gkWKVN7SjAK9+e9XtM8PW1jAolBnfdv8Am4APtW557INoHB7CuKpiVf3Tup4Z294yLPw2LTXoLweRjDBggIHIxTAudIgjndXjEu3Z12jPIrTMmfMVyygg4YdjXJTTS6SI7O7JIll/1sfKNz+laUK/PfmMq9Dk+FEs/hS0jllD3F49vOSUZbg4A9KfbaLY22yS0jcPjYWJyW+tasmBpR2ksFJIAPAqlDdvdQeYCCVIBUcY967opdDile5G0SxTyRJkAnKk96nRQY9oXEg5JomHmoGJ+ZeQT2pFdRg47UxDpFG8NuBz2qnu2L5qEnZ97FXNxbKnHbnsaI40XcMZz1zQBlX4Rh5ioDGx3Z/umqtw/neENYjeeOR4J4bhGQYxzg5rSuYgYmUgFeuPUVS0iMTprelrBGizWLPGy+q84NU/huJPUyNLVdRWTndKpBUgYArLvHbULLUHZhujkDKB7cVt6Obtkk2bI4RAWwBy2BVbRbJW0O5bG4zKxORTbugtqYsLq19CQMLPDsY46sK24MNao0Zyc/N7EdqxrONxYbidrWsqyA+xOK6ILGY5jGpBLAn06VFxsEVZEDY2kHnJp7IrI2eoHBqOMYQsTnngAdqlgO6YbgMEdfSgRXmhV1VADt3ZArPWCaymivLSdUlVjGY25GDW5I0ZiUDOV44qLyySuyNfm5y1FrjuYs17bJI4udLmhn8wOGib88U8ajFLaRypHfuRIVcGQ9D0P1rYO0krLnzQMK+OCaZ5GY2XGAMHj1pOA+YpCYT2ksdhpLby4dHlPKkdaddW2oXCSyXUqwo7A7Il43DvWv8AKXV/uggKcHofWkCMyuryHrhRjIqeQblc3Phzqf8AYmo/ZZjiK9YCQs3R+ze3pXs1fOxkkW4QL8uOCPU17h4Z1E6roNtcO2ZQuyQ/7Q4P+P41z1Y2ehpCV0bNFFFZlhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGF4m8LaR4s042Wr2YmjHMcg+V4j6q3UH9PWvnTxz8I9a8JmW8sw2paUvPnRr+8iH+2o/wDQhx9K+qKQgEYNAHwpRX0p46+C2meIPNv9C8rTdSOWaMLiCY+4H3T7j8RXz5rehap4d1F7DVrOW1uF5CuOGHqp6MPcUDM6iiigAooooAKKKKAHwwy3E8cEMbSSyMERFGSzE4AFfRHhXwzH4a8PwWR2tdH95csOcyHqPoOlcP8ACbwrvm/4SS8j/dxkpZKw+83Rn/DoPfPpXrGCTx0rjxFS75UduGp299kJYgdKUAEdKUqc4xTh1AIrnTOzQUIrAAqDTn023mjKSxIynsRSgZ5qRrpYxhsVSbRL10Od1K1ksZFFv80WMbD2rLhH2WQ7hhHbdx/Kte+v184sxxngUxYVdMMAc8100sTOJz1cLCS0WpWaUGFgMEd8VAkxUY2AhR3p9xasobaSue1QxzAHYwwcY5716FPEQnoefUw04CiXczc9eoqaGQH7+Mn7tVIwGdwDjHJp43KdhIIByBXQcxceHzVKYGar6ZEtt4k095RhJd1v6ZLAjBpUufmCA4x0an3sgRLS6I+aGdHP5076WCxmaTaGC0ukmk+dHkiwOwBOKlsLXytGAAAU8DHetGSFI7vUo1AGLpiD9eaZEpW0lX+7xtrNyKscL5bJp92rDJXepA9jkVrW7+bA24Bi0SscduKhkAN5eQgcB8n8RTLGQCJHDcPHs2/Q0+oi5EFMChWycdOwpEDLIQuB6g9KbbPHltoIwcNnpTo4dpDY3FhwM9KoCaJS8rhR87JxQjALtYAbTk89DTw5RQvQjvTNhV2VjliuQB3poQwwSedypIPYdPrUsagDaXAJG3pUKylACzncvOSeakQ5clizg9Rjii4FmOLYjAhSAc47n3pHmiQkIpAYZz6VACSx3Ej6dhUIfKMGzlW69fwpMBksse4bQdw6Me9d/wDDDVnN5eadK4KuolT6jg/pj8q89uo1X5twJ7KO1aXhfUhp+v2F0GwqygOP9k8H+dZ1FeNioOzPfqKQEEAg5FLXIbhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVka/4c0rxPpzWOrWUdzCeV3cMh9VYcqfcVr0UAfMXjn4M6t4b8y+0fzNT0wZYgLmaEf7Sj7w9x+IrzCvuyvMvHfwe0rxQJb/AEzZpurNyXVf3Ux/21HQ/wC0OfXNAHzBRWpr3h3VvDOpNYatZvbTDlSeVkHqrdGFZdAwra8K+HZ/E+uw6fFlYvvzyD/lnGOp+vYe5rFr3j4WaD/ZfhX7bLGVutQbzDuHIjH3P6n8aipLljc0pQ55WOyt7aCztIba3jEVvCgjiQD7qjpTy4FKRntQVrz2m3c9JbWQgPenoE3ZIpuKUJxnODSSGydI0PQ8Vja0Uiz5cmWA6VZup3gU7Wxx1rkr15XmLtISDTZcI9x08TXsB2kpJVa11m70seVrFs6xfw3CDcv446VdsXDjkg81rmJXi24yCOQe9WipEMdzbXdv5kcqOjDIKnNUpbdTk9hzms680JY5RNp0zWE/JITmNvqv+FZlxrF/ZKVvojE33Q68o3uDRrfQVk9yRr9UungZhuU8P6irn2gttdSN1cu7sZHmc5LclhWjb3EnlxAdD6mvWwtRzhZ7ni4ukoTutjV80vKSTtUHIXvmtC5In0ednUgoMn3xWdEUBbfg5HfvV4uj2E0OfmSNhjPBFdJyl2Yo+p3Mv/PWOJ/zWkt2GJlyc59OtVVbc1g7EBZLFQQeuVOKkRil2wOBuTK896yZfQ5q/Pl6vcoQcOEbj8RVGyxtRm4dHZAPU5rSvAW1aTcT80HynHcGqQgUNdRyMFZJFlUjpg1VxEkT7bt8/dU568Zq1ukjwFPyn5s1BL+7ldBGCrYOalkfMQB4woH0qySXcmzJOBjniopZVaHeCxftUIKq5AOTjnngU1k8uElzhVOQAaAHv/qwz5x/e9farEUxlhwDsfv/AEqmheZskEIDgqR1+lX0hUFmQ8gYB9aaELExaXGBknnntS3EiRnacAryPQ1JLmNA4VQenHVqoyzEsQOqjvSAhuXYkscgZyM96W32kdwfUVXlkkkkTIDAD8qlhcRybgSVPUHtRYD3/wAL6kNV8O2dyceZs2SD0ZeD/j+NbNeb/C7UG2XumyHOD58f0PDf0r0iuGSs7HQgooopDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAytd8P6X4k059P1WzjuYG5AYcqfVT1U+4r5x8f/CHUvCiy6jppe/0gcs2P3sA/wBsDqP9ofiBX1HWdrs0dvoV9JKu9PJZSvrkYx+tAHxdplodQ1W0swCfPmSPgZ4JAP6V9VBVX92pGEAQY9AMD+VeV3vge1t9VtNe0PZbm2mSSWzkOEIB5Knt9K7221SKdd8bhlbnAPIrHERkjqwrVmzXK0xkOOKiS5B6GrEM6vwTXKdeowIVGTzQ0iJyxA9qsj2NZms/LbMU+8OTSHG7KOq38LK0aj8qxja+avUlayL7UpYpfM2Myg8gdquaJrVrqZIt5gWU/NGeGH4UWN27Ihm0fV7J/tWlukoH37aXgMP9luxq1Y+KrNpltLsSWN53guRt/I9D+FdEkw8vGB+FZmq6dZarbm3vbaOePHRhyD6g9RQn3M27k8zI5BDAg9xWRrscJ06SOXDJgnn1rltRi1XwdtngvHutJZtuyU/PFn37ii51STU4lOSF447Gr5QU7IzYH3wPETyuQSe1XrKQNbq2SWIwCKyftEP2meJ5VTB5z/StayjzaAqdq4JHPUV34SLTuefjJJxVi9FKwiMYYEAcg1M14kcQRsMW6DPSqaNgMcsuOB71GxAiMeGL9Af8a7jzjet7ndp2lSSSA4jmiL9Rw2QKtB0a8tmjkVt6nAJrA0lmfSBAWUCK8Ybm6crV4yRwXFk0bBgpKkg9Kze5S2G6gANXhCHaWicEH1rPeEz3EsRY7ZrUbiOxBqfV7g/2hZSRgEkshJPUYpisTfWMu4YdHjIPQ09gB0WLyNrlh5fDHuR60qAMGJZSwHIJ605pEkgQsQGRihXFJ5Ssytg9OcVRIiCMSFywPHIHpT4beScuhKkDlCRxiolUeWyE5H06Vo2UDeWZN21COF96Yh0NvuUCTBI5A9DT3WNY9m7YBywHeiRjC4JPOMjFZF7d+Y0io+0HknrkimImluVOV6+gJqoksjuxUAZByPaozmRgFx1zxzirgtxuATjuTSGRlQEAiGQByxpgBjl5AKdB71djiIVtxVAfmqvMr7VYKcZ6ntTsB1PgK+Fp4os2c/LNugJz/e6fqBXtdfOdjK9nNDOrYaKRXBHsc19ExyCSNXX7rAMPxrkqq0jeGxJRRRWRQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACVzfjWZo9CWJWwZ544z7jOT/Kuk71yvjedILXTjJypuwP/HTVQ+JCZybWSCF/NU9eFz1rAvNOeK4aezcxPt/h6H8K3Dfobh92QPTNV5LmJnIPAP6V2OKkmmZKTWxiJ4gurIKb23ZlPAeP+orQs/F+mTttW7VXH8LnBpk8kM6mMLuGeD71yWteHvPkaaOLb+FclTCJ7HVDFyW56ZDrkUsYMUqsfTdVO9vpbgYYEA9a8auLK+04B4zKhU5GxiKsWnjrV7HEUhS4j77xhvzrlnhZI66eLi9z08WiPnKjmsHXPBS3TrfaXO1lqSDKuhwG9jUOieN9N1F1iklNvcHoshwD9DXTNclk2k9awtKDudPNGotDhrTxzq2hXIs/Edi7YOBMg6+/oa7Oz1/T9RhE1tcK6dcelVtbtrWbSZPtaoyFTgN6+1eVNDNok4e3ZjDJ1UnpV8qntuS7099jtvGWqx3Vg9sJAyMRkDtXJx6lFbRrHEWkkIxgdBTYbiXUpV+UJHnO3ua2orSFAG2DBI4x0rrpYfTU4K2Ku/dGWVhDOqSSxBm6kt2rT8okgKwAI69qbCoBfaenYelSAiMgqMoRke1dySSOFybYjr5alQARnA56VHJyRzyBzip2znjGWHNRsu4MAaYiPTZFXTrndn/j7XjPqtN1CVRYM8D4Mcu7HpUFrKqW92kmSFuEPXkCnXaWZsrh0ucgvgg8YqLalLYrzah59xYnHOc596uRTFjpxLDCXJXHrmsVkMbWsgP3Tg5q4kuyEcBilysnB7U5ISOjLBFuVK8q/IPpUIyXyehIAqS6lD3F0Yx3B44p1rEWdGyNh+YhvWmSWLe22YBBbDc8dKsSOLeM7zgjqv8AWgzLapIseNrckE5/KsG/1CSV2Ukj265p2EyxeX3nIBE3yjrVIQg85xnqKbagsFLAjB9K1Y7NY28yXqTyOwp2AhtbYeWCVOXOOPStMQKsYYen3aekO1wQPlIyAe1ShVXKnduPI9/U0xFSRd0SpvUYBPIqhOXWAgrgntWrKilSCcHGR9Ko3L/Id68L370DKUW6SMq5PAIFfQHhe5N14X02UnJMCqT7jj+lfPsDbpMcjJr274dyb/BlqpOSjyL/AOPn/Guautjam+h1lFFFc5oFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAlcn438po9PSU4BlYj6ha6yuS8Vx/aNRtkb/VxRM+fQk4/pV09ZIT2MaO1tHWWVo0ftk1Qn0+xK7sc9cA1BI80VoltExZUOWfuTUKJI5JeTH17V2nOLNCgTdGiqR0qtu8uDG8MTyQw71NM25Nu6qjpg8nI7AUxMqXEEE8O4oAT6dBXM6voFpL2Cv1yveutZl27VGMdqrbU3neqkHk5FS1cabPMrrw8qnCbsZ796Sz1HV9FkKRStJED/AKqXkfhXqDw2pU/LHyeeOlYGq2MDM52AHrnFZTpKRtCtKOxiSeLEvoQLtJI9vVFGQaphzqcodFIhUfLnqasf2bASCi96vpaLbZ28AdQKzhQjF3RpUxEpxsyK3skj4UduDjoa0lGMLIR90VHG7OSrAZAypqUtlVDYDetdFrHOSxgCI4GD2I61G3yqDxndSSSMFABxx1o3/Iu7rg89s0APYhQCGyTTkZWchug5FVxuLYIG3bwc96ARjHU0xFEFfL1JHXOWjbjrjNJfR2v2S5McTxzJjOTkH6VNbxltSuY3/igHI6kg1autJBt5pXl7Z21Oi3H0MSaCOLSIp1YsUYbhnkVbiTzNQUwAENDkjHFPgshLoskYZQTxnrUmn5jeHzlbiPYxH8NEtUOJow83hdhlNoIq1JcosTZU4XkY9e1U4mWOAFcvnt0qtJO0uVOSynpVLYli3F08m4Zwvp3qNFE4CiMknp71NFAZXBUcg5LHpWxZW0cSuVAWQcgN0I9qpIkLGwHlFsZOR+Aq7Igiy2Qyk4LY5pv2hQ20ED+7jv61G026d8uNoAH0HvVIRY2lzjfzjGD1pZCPLdQuWTB46/hVRrmJZSVJZuF47U15GKxuQwPIOKT1YCvKjO0Lsct3Has26yG25JUce/1q7Ic7cLg9xUcMBuLyIFWI3neQM4Wk9Brcjn06OyWAm4Ek7/MyYxgdq9P+Flyz6ZqNsx4iuQyj2ZR/UGvPvE9qYpbORMkFMc9RXVfCmcjWNSgzw1vG/wCIYg/zrnq6xua09z1eiiiuY1CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK858Uapu1y6t0fPlBIyB9M/1r0avL7020mp6pOFBke7YMT/ALPy/wBK1oq8iZuyMpg0jgbjjPTPSpdvG3P1psrQ8L824nqKUSrGgIH0JrsOdEMp2EDAz61WcszjYeM4zU8042FmXJ9qhIBwiSAMRkCkAyUqDuIyRxxVSSZQMgBvUCrDpKifvYznPUdKq7QORgDvQxkRQc4xg881FcQiYEAllPAyKl3Nu2Y4z1oUP1IGaVxmXJYFOIxwBwPeovLwCCDuYc5HpW8IW3I2OFOcHvRJbpIGOVyDjHfFAXOb2lR91jkenSpVY7B8pb1GK2JYSrAqp4GOe4qJ4tgBAChuSQKQXMx4yVPBwwzzRu/dlQB9KtmIklQcqf4qqyRgSAhgdvt0oGNx82ccAdqDxggYOe4okXGXxkj9acih4yGIyvRs9aBFW7dba53oSWaA8j61Xun1MgLPIVjlhLADuBV68X54Bx8yOnt93NQag08tnpjt5bE5UMnUAjBzWUlaVzWOqsWLGO0tdCM5k3hlHyZ5B+lUYBcbpV2mKR5AvlN1K+o+lWtHtSIbqAWsk8zRkRsBgL71faEWwikuZFnvzHsJXoo9PrVJtsnRFbUZDH5cMXJHy/L3+tPtrZZCHLcA/Oc9DSCJSoaVgpX1qtLqBZGSOPb2BrVIzNeSW2tEZTIrb+MD1qk+r5k2rnYox+NZcaSPKC5JBPPvV+3039/uHyxhs4PU+1MRJHPc3D4iTBHRuwrTh09ywWQgowyWB5Y1MtsIfmRVTPJVRVnc2zA6jkUBoQi3SGFmjG5v7uOtNkYlGfghCM7easkLtaRSSSd2O2fQVE7bFw67dw6+maBFRlyNxzkn5a6e2ikt7e1t47ZXZ13PJ0Kk+orDtWlh1GJUVNw6NIuRj1rtrWxnhDS3LiSeQZLjpisq0+WJpCN3c4/xa5+1JCyjasecntWh8MLjyvFghbrLbOAfXGDTvFOnR3QimlYqE+VscZH1rM8KSpp/jrSTDuMDSmFH7HcpHWs206Za0ke80UUVzmgUUUUAFFFFABRRRQAUUUUAc/8A8J34P/6GvQ//AAYw/wDxVH/Cd+D/APoa9D/8GMP/AMVXxBRQB9v/APCd+D/+hr0P/wAGMP8A8VR/wnfg/wD6GvQ//BjD/wDFV8QUUAfb/wDwnfg//oa9D/8ABjD/APFUf8J34P8A+hr0P/wYw/8AxVfEFFAH2/8A8J34P/6GvQ//AAYw/wDxVH/Cd+D/APoa9D/8GMP/AMVXxBRQB9v/APCd+D/+hr0P/wAGMP8A8VR/wnfg/wD6GvQ//BjD/wDFV8QUUAfb/wDwnfg//oa9D/8ABjD/APFUf8J34P8A+hr0P/wYw/8AxVfEFFAH2/8A8J34P/6GvQ//AAYw/wDxVH/Cd+D/APoa9D/8GMP/AMVXxBRQB9v/APCd+D/+hr0P/wAGMP8A8VR/wnfg/wD6GvQ//BjD/wDFV8QUUAfb/wDwnfg//oa9D/8ABjD/APFUf8J34P8A+hr0P/wYw/8AxVfEFFAH2/8A8J34P/6GvQ//AAYw/wDxVbkE8N1bxXFvLHNBKgeOSNgyupGQQRwQRzmvgSvt/wACf8k88Nf9gq1/9FLQB0FeRWyGaPUJ2+Vp72RwfTmvV7iQQW0sp6IhY/gK8tiITRbZcYMimRvqea3obszqbFN1VJNzcjnGKapT75QnjgE8UrgmMJ0I70gUOgA7dq6rmIqeWOoCg9fSoT5YkYoM+uaeXEjYKjYABj0pJfL+6OXB6CkwIFd97Bc7QM81EXUKVZTuJOPpUkrunyqoY+3aq88bnO4nnuKTGVZdhbywOT0IpVPzE/wjikZfLiJxjHT1xTfMV0+Ufr3ouMniYF+M8jB+lOyF2uVztOPoKqNOV+UK28c5FPNww2MxJyeB0xSuIsbvl2HoTnNMVcpgBTk9+4qs0+/PJ45z2FNLEMCrYIHPPBoGPlgVQUQDaxyuPSq5gKbmPTuPeiSV3C/McA7uKYJnlYEkc8EEdaYCSBXtxGyqRg4x1pkNuPLUgdsMKlODJyg+QdqcrL8uGxzxjqaAKl9auqWjfdP2hUDdsGqBjCafpzrEdy3bK5Y9VB9K6aaL7dJZAkcSjI9cCuceELKrqZBEZMBGbjOTzUONyky8mpO2ozW0IaNEU5PTg+lU2lVMqjFuf9YeM0rmU6hNIxVdwxj2qu5AdFRgAOuematKxLY2Z2l++x4pVUJGGRRuPU0R8MQwyT054qZLeWRw4jACnBBNUTckt4mkyc/KO/rWqJAyJ0Jb5gQOcCm29u/+qOAuOMd6s29s2xUCgCNs4PeqSJZOj+bChVxGmcbT1z609VIGGz5qkg89qZ5O55WBKbzkgDj8KCF370Db8cEnk0wHR4QAFNhDdCeKdIxkcbXDH3HFPdSyLIcE9SvvVed9u2XcBjgipY0LOXHzKSwxkkHoa7yyv45NJtnPzSNHyD6ivNLictOBg8clQadaalvu7dLm4kSKM5jYNwp96znDmVi07HX6ij3sUoLEDHHH9K4/TLiaHxBp7SyAfZr2NsDgD5q2Ydaha3W4+3q2SR5TctkHBFYOpgJqEkqcnIZWHHfNYqPKmjRSu7n0lRVezl+02NvOf+Wkav8AmAasVzmgUUUUAFFFFABRRRQAUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfb/gT/knnhr/ALBVr/6KWviCvt/wJ/yTzw1/2CrX/wBFLQA7xdfiw8Oztuw0xWBfqxwf0zXITKrEqOijAHpWh43nN5rWl6Ymdqv5r+me2fp/Ws+4IMsjAcbuo7110FaNzGo+hnyKxBAHNRkeXlgpx7VNvIbB5GKjSQh9uAM859a1IKY3JN5a8hhnNM5BDeWMDOeeTVtwqw7RkNznPeoFjQ9GwW7mkwKA3bAV+XmiYu7ZJwAOakIQRyJJ0B61F5ny5APHygnpQMhKNuB2g55JJ6VWUMkpDHr83HTirkkiMWB5+Urj3qsrELkjIAxkVIMjUvM29lMfUgGnqYmxuzvPQCoySSuWJzwAKkijiRANzblORmmBESoHTqMYqISR+VuRWbZnjp+FTzlMbVb953x0quygTLtxlmxj196AASoC7sm4SYCj+7SRsiqVxl+2B1+tKcoGAKkb8jNIPnfcCAB2pgKWO8uVwWHao9wLIR1BzkUx3O0puyR+dRB/kRDjcp6igDUsrk/2tCcfKiSSceymufFwji1iExYiQs3HHrV1LjyJL+4PSK0KgDpljisuBvOmtyF27EwaTv0Gtiy675i/BOc9aAhmm2QoCWGMkcCrtpZx/enk2L0yT+VWH1C1tgBHt3L6Dr71aRLZFZ6YERVbDnPzHPIqz5GxFCSKVz83OTWbPrLTEiJcMcdB1NMgtL+6cksYo24OOv1rTYjc3I7mGB9qsNw4OasGf51Ct6E471Ws9DVXCOzSFsZcnitCKxWGYxMAqqeCec0ADSxK6hs4Y5yR0NMmmJcH1ByMc1auXVGXEfyYK4/rWdcybU8xMgkBVYdahj3AOR93luTtPY+tVGj82BizEjdnC8c1KJWaVlmAXIwnHJ+tBLSRsFXLEAgCkNFcgIGZSfM24yR0HrVSZVSRljHK4Lehq/dMwgjwACR9096oXPG3DEnofakMoiJS7EqAWOQR1rWN4t3apAwIkjUhs1mgfP09hUkfDM+fUGk1dDR9D+EZjceENIlPU2sf8sVt1z/gbP8Awg+jZ6/ZU/lXQVwM6AooooAKKKKACiiigAooooA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+3PA7Knw58OMxAUaTbEnpgeSvNfEdfanhf/klOi/8AYEt//RK0Ac2s73+t6hqDnofLjH16/pimHq4PToKXT/8Aj2uP+u5/kKa33m+td8NInPL4mQGNeRk88YqrhssM8IoA5q6f/Zqrr9+SmJFd3cxdM8c5qOQodyxsp6YHpT5fuvUEf3JPpQBEQArsckbQ2KgZgQNygAnpV2P7x/641Vm6r9DUjKshO7KBfr61G0OFO0nk5wOlWv4KF/1SfSgZXCKJlIPygfeqCJwCMElsnkjvVof6s/Wol6D60EkTDLlyFJxjgVGQSygYwBxnrU7f62Son6GgZVbd5g5wmDuBqCSXAJ6c8VYH+qaq0/8AqF+ooAbvYlmJAqLazgleF9akPSnj/VimhGbd3PlWNwqYZZpki57gcmqq3XkXUjxKNowABzVq5/5B9v8A9fL/AMqox/8ALT/epdR9Cwtzc3MmyJCynqK1rTw7d3ql3OxD1J6j6VHoH+t/Ou6T/UxfStkiGYNjodrauGCmVwc/PWqq54UbVPOfSp4v9cv40R/6pvrVEgjoV2uuCBgEd6rzyGQbtwGOPpip3+8tU3+5N/vmpkNFW6kLDjcrdQ2e1RLF9qjYmb/VkHjvRP8Afi/65mprX/UUtyiOVxsT5sDOFJpLaLz3cK33QdpFNP8Ax7D/AH6s6d1qWCK14qCSEMCQq5IHc1mXTq0wJ7DoPWtu7/1kX+6f51hz/wCsf60hka5yzDqO3pQjFFdgASBkk0+H/XvTJOsv+6aSGfQHgX/kSNGb+9aq35810VYHgn/kStG/69I/5Vv1wvc6AooopAFFFFABRRRQAUUUUAf/2Q==", "path": "029936.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029937
Women Tops & Tunics
{ "bytes": "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", "path": "029937.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029938
Women Tops & Tunics
{ "bytes": "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", "path": "029938.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029939
Women Tops & Tunics
{ "bytes": "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", "path": "029939.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029940
Women Tops & Tunics
{ "bytes": "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", "path": "029940.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029941
Women Tops & Tunics
{ "bytes": "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", "path": "029941.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029942
Women Tops & Tunics
{ "bytes": "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", "path": "029942.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029943
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAHqAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDszFHCCgjbmoA8e1k8ts9avBvMUMapEeVc5P3W4rA9dEXnkw4EiqD/AAnrV6OOPyA6uC3TioLiyCgyLGrCpIo1jhHGCTmmJj5lI27ufpSMoKelTMobDK24+hqGbcFpgiFIPnDbhgVMbnYdtV1DYJyaaV3cnrQUzQRgwzSGcoCCpxVW3coeelJJK8kxj2/Ie9BI55hLGRnDUyO2KkEMMU8QLncTg9KflI227ulIGJLjbjaTUsMRMR5wPSgBnAwBildgImTcVJ7ikIhu41EQUOA2c81H58rKibgw9qlmjUbc/Pkd6jWMQMGc7QvPFBVxpx5gwOe9TxWyl95pIQjOznkE1ZeVVTIHFMQ1cHOOlLnFR+avG2nBt1USO3UYzQENIWxQIdszVeSJQS1SGcDinM6yDgcUFIqKytMhPQU0yYJUcDPU1NLGFRnUdKRoUdAwPPpSLvoPgXPO4N9KdLk8E5HpUcKbT1KD2qbK8bfmPqaLEMjB4xjFROhGeRVmRCq7j0qFAspPNFikOim8mJVqaJw77u9VTHywPUUyNmjkHpQKxdJK81A9zu+U0txMfN2jpimrCH5oCw1YRkspwakCEoec0eWIwSTxSwOGJAosIZBGA5+U0TSiOTy1b5/T0p9xOtrGzuQPSucmuiHZ0c72Oc1hWqKCJnO2iNZ7h1Pzhseu3ipfNRokKnJ9jWSl+yAh/m96kFxDLkB/LJrKGKi9xKcupqxIshJINWRgRoo7Vg2k9/axHzSs3zZyPStSK/ilwrAxt710RqxlsPnTLjHK0JwppiNupzcHFaDExml2ZoPFNMwWmJEckADZbkVG+wgDYRVjzklwE5YdabMNy8KKDRFbcUwFYZPSi3BeQ+Yw3U9Ejlzj7y1HCn74q2c+tSymy0dy7lJ3D2qCOP8AeH5SKsrtjyudzdqEB5JFIyIJlJb7wpsOy2ycZJokdTLgk0vlHHPQ0yrEsN0HY/Kak3FpOVOKzXZ4ZBtHFW2nk8jIXmmFgmuFik27TioJCruCvBpqrJIN0g5qdYh5ZJpBYdbxkKTnNMKBpfumnQSruKg81OqlXzikDGhd5+YgqKpsNk58t1AParrxpIzMHMYx0FU1gDz4A4HBNBUWKSjLuxxTAIpePKapXREPkodx681YiVo0wUGaY2MDuGWM45qD95PPskxgdMVKZN2ZR2qWLDYfvTMxH3gleopN7kAcVN97mjaPSgTIIwQxz1NNkScuORt+lTlV3LnimyNuVgp6UAgLokZXjcarlMEZPNLFCHUOzd6kMalsg5oLIkOQAw4z2pW5mVV4XFWTFtXAGTUJj3BieMUCFRed5YUyUiQEx9RUqQqsJG/moAPI+U9WoAmjDpECx5pSodN2OaakhJ2t0qUjj5elAhCxcAHoKVvnBB70AU4CgVyuDIX2JjYPanqWaPaetLM/2fH+1Slgh3f3qEUhnkhU3HOabHKu7GDTp7gqyLsypHNIY/N5jXBpklkNkdKhd0zg9al2OtuVJ+ao2hCrubrQA37Or8ilYPAoVep9aIXZmwOKeX8znutAyMtKf3bY2t14qTYUGMU6PEvzEdKmyGoGQAsOwpgUbtzdParJUU3YrdaCGQXHmtGAmMGlh2W+Mjkinu38K9qgI8w89qCkOl5ctkAGo0Cu2H6VZeNZIx8oBpPK+UARj60g5iGUbGGOaVMshIIBFWGiGQMc1GkIBYs2OaA5hpdNpVxzjrTLeIoS7MNnWluFVifQDg1m3t2VtxDv2qVwT6+1TKairsTlY5vxBqs15qJSElYI+B/tVDauZ/llfa3qKmltlaUuAGJ706K3QEEqBmvLqVOeVyLdScK8eOQ1SiTPBH6VGRtbAHHvSNKQ3IrJWE79C0kkiH91IQfQ1ain6LIOfUVnhwwJzipPNZQCeapSa2E0atjeJuZQDx27VrLiUBl4rB0MGV7jeOBjH61uRRspOOlerRd4K5UNhHkQfKfvVD5e9qf5P74s1NLkzhV6VqaCxoYC2O9R+ZNHg8fM2DU7Pltp600kPcFOwGaAEjUxu7f3jT9xGeBn6U84P4Um2kDZFyM96cT+7OzOacBg9KN2xckdTQSitHEMq0p5NSOUd8Z+UCo7hfNmRc4GamEISE5UE0GhUddzrtPGatcJEe5pYYvlPyDIp+PmH7sEUBcpKWlxkheanj8uLIds/jSld0gBjCgU+W1UpuFAXKyxMZi8fSrLsQoz1qCJ2RSB0qzGoePc1ApEQ3bs07Lbie5qTaKUKKBJlcoVdpu+KjWWZ2SRu/WrbYIK1BGeZE/u0DbI4V/0d1PXFTKQu1c8UgnjRggUYNPZFKFwOaBDnlUHIBxQXHHOe9RxkyYVxhaVURc7Dkg0BYflSuWzUCLsLknIY8UlxIx+QDkUJn5CemKASH+UfKKZ565qOJDGp3OCanaQLuB9KhVY5OhoKJ1lO7I5FHmIysDwadHGI+nNRPGGZmHWgRCyebcAxsQB6mrDIGcFui1CjxqxHephIrnC/jQA0KDL7YqU8DI6VA5KjPfNSRsWJAoEPBH40oYU0oPxppVj16UCsEmJ+MHiopgdyDsDzVkkIoKjmofNWRtp60DJ0kTy8AA/WmpNjouKa0SwKGzyab5nmOEAxRqBY7h+Sajc8gt93pQVkRGI7VCshGPN6ZoGWDJEinYOaiiGWY9jSkRbizMFUnjNKZYYgdrLj1qJVIx3MaleEN2SR7Y1IzyaeMnGxSfpWa+oxKxwNzdRVmw1tBIyeVtfGevasfrMb6HHLHpOyRejtpZM4GD71ItjIchmC+nvWbD4mdbyS2NsWY9D6CrMerXEzbEhO0HBBraNTmJeLlLYsxaXM2+VioT606LToctulYDr0qlc6nMbJwsQQKdrKX5FQLeBbXdnJ8psMDnPNZzqtbGMsVUXUr6hcJZRl1YyMW2ovrTre9lEa+aqbu4DdK5LXdVNmtg3mqu6XGW7cE1QXXzPIsSXaSSuflCck1gqlRs3oVm92d+Lv+LKge5qGWbzdx+0ID7CuVGm67cMMQyqp7u4UVOvh3WAfnkiUf8AXQn+lafvWdl2aM2qiFsO5kA6A1kzai0s7nhlPY9qsDwxdMwEt1GCfTJqZvCHlYL3WQfRP/r1nKjUluGvYyTdRK/yYA9KQX8a5Xp3Nb8fhazQDzXkZieg4q+nhzS4ORbAt/tHNKOE7haRyX9pwmMjdkmqlqXmWS5SQ/e4Bruzo9k2QbOLH+7WJqXh57JTPZLmDqUH8NKrhmleI4xcdyjHKJh8y7GxzUo3oAc7x/KqbNvQOvDDr71ZtpN6kH5TjkGuO7Tsyrpmv4dkZpZww5JrfWTc5Vf4e9cz4dm2yXMWcvwf510ECukR/vGvYo/Ahw2JZchC56egpqGLbvAwfeo2mfcFPIp0ao7GInAHNaFkZO+4VlHHentGUm8zsRStstckc5pUJnGTxQA4yKAMAmk8xT1OD6UioyFh19KY0SFsucNQKxLuJ6D86rzF5VXHQNzUrymOM7+BUcW4ksv3cUCsSSRpI2V4K1BIkjMAHwPengmOEPJ+NNZlkTLcCgocjhS3OR7U/fwCKYkQVlx0NTYj2lRQGhDNIkoIzhjTbeORThnyv1pHgTdnNOEyRgZ6UAPdNsbKPvUWxMahJDywzQwfehXpmoZGMcjM/TPFAty1g5PpTTIAcdfpSIzbefummmMZzFzQKxIWGfemiPyw7nnd6UiRs0mT0pLiYwHHVaBkUETDJbBIqyqvnHBFVkkzIQrYFSpMYmOXyKBjpiVQtjj2qiXYONucHmrrTbtoUZU96g2O8h7CgBGfKBj1qxGFdQuRk81WWMhMt8xpftEKcJH+9oAsvGPNLdRinIkZ+6CKZFIXAOzB71LuoJYpOzpQCu08cmkpBTFdkSW67yfWpFtxG5YHrUgOKZLLtK8ZFIaGXIXGAR61FG22IsPvU0zRHICfNTo13BfkwaBipOWPQ5qwrMeoqBd8b+1WI3YvmgB2Ao6Zqs8O6TI4qQyEzHEmKVmXd8xyaAEbAwHORiovMWT7gwaUR75M9qnhtlUk96AImimMXDDJqB5FijHm9RV15UgjZnPy1yeo6j9olkGMJ9axq1FBHNicQqUbLcme7e8mZw3yqML7VnSXVykjDJOKmtZNtk0g43tVeVtzEk81506jZ4vO27sU3snBPXHrU1lfq90obofkb8azjGfMNFvGiTOCOSd2awU2mYtu5vZjXVIpJH28bQw6bhXTWLR/ZjIh3tv+c+hrlpIUuNPW5OMjB+hrVt5tQtLZHCrcW7uu4Ac4r06MtLnTB6GvqHlpcR+XEztIcuAOMVkDG6eNQ3lpI2B2Ga1Irq78xiEjFv8A3M/PWNCM3U7CBkVmycdM1dSN1cc1dHnfjwGSys1/uykVk6HY7JYbuIYkjfIauk8Z2ZaJ+MmKXePoaoaHhrd0Zf4q45VXE51Nx2PWtOv49Q0+OUD5sYfHY1PJGNqmuN0W8k02b5MmJ+GUmuyhnjuYw6NkGu6jVVSNz3MNiFUj5jZAm8DHanbAY9rMKdKFEZOMmqXnIyjzFwRWx1of0YyN24FM88n7wOaWM+ZHyeM8Uvlybs549KAJI2Y8kcfSpc5yMfLTlb5QHTb71E74O1Hz70AzndZ0rYWubVPdk/rWJuyOnzV3oZAv7xd1c9qulJKzTWabX6lB3+lctagn7yMnG2qOch1ddJ1aBnQhJXKNj3rvIS88O9CMMOK4uFI5JRviBZeu/qDW5pV6+nNsmzJAx4P92oo1uV8rHF2NPDRvvftxipVdcg9DUjBLkB4xuB7io2gOMOdortNLjAu+clj8ueKt5G3C8VVJRtqLzt4zUxfYoBoAeznbgDJqpJ97nJNWjKvlZXgjtUUvzRggbTQBACZP3bnrU0B2qYwQMetMaMx7WUbjSNtA3MvNAErjzVZD0NOMSBQmO1RwS+YdoQgVZLdqBMgUFeewqQyIQMA5oPNJj2piuxCgbntTXhR1296kzignI9aAVxm7047VXm2zSqmcj2oa5TcUaOmRFVkJRMmkaCzzMmAvKj0p0ExYfKpH1oaPCfL8p605HO0Ky596AJwxIx3pkmHG1hk0k86xqNr80iybYfMLc0Ekqx7owQFBqKceUvzbSanJVjwMVXu9oXJGTSBajIy7RscD2qUkiMHHNV4ZgIwTxU6SGToeKZVrAcOx2/w+tRPH5f71VBb0q2FRcEjJqJn2PvVaBDUd9u7ABPUU5WzTRKJn4TB71KEAoEx69KU0AUH3piGM2KhlkbgAZBqwVB61DMNq/LSABa4wwxmpN5QkFRxT7fcyZPBp/k+Zk/xUDInBKg4qJpWiXJqxLJ5KBScn0qs0ish3DPtQBYjVZYwwGDSujBMhVpYkPlr/AHfSptyhduOKBcxDDGyxMXxn2qKdmjXd0FTSTLGvTArH1DUfMUoPujrWdSooK7Ma1eNON2V9S1AMNiHJXnIrnJ5cgKF+dzVy4mLZA796gtV8++jXsnJNeVUqOTueDVqSnK7LkqeVFHGBjC5IqmzDn61PeS/vXbPFZxlGKjcksA87s+1NhAa6Cmo1Lyqvpmr9pBm6B7YrOW5MjQtCPsssQXIUVrabcXOwKjCSEp6fdNYkEXl3O0E4bjitWxklincPjb7dhXoYeWhvTZegluWuZNqRiHO0t3NQ38bxzRTB8RyE5FSLOA29IywPGB1P0p0sAvrQvATuH8LdVIrqlrE0OV8SWn2kjBx50ZX5uORXMaQfJUJ2Tg16FrluZdPR9mx4CCw9q4NlFvqRXoJOa8qvc5Jo6S0AkIC9DzVxZ5rB8xuMHqOtV7LkKVGOKknOM+9Z0qsoO6HTlKGqNeLVVmUB8I3ueD+NWwqSxFmxx6VyyNyecDvjvV7S55mvFt4iuz7zZ5UAda9SjiVPQ9ShjW9JHQgDChVP5VJIjsDhcGpv7Ys4Io3eBAjHCyI2QasnUbdwN6Aq/wB3Brr0O2NZS2MlVlDfvCCvtT9sbNhcj61auI4ypeH92fU1SimKzBJ/n3dJO1BpcnZdkZwuaqwDdMdwwKuTmSHBV9yHrSwp52DHHuLfxDtQS52MLWdKRwZ7dcS45A/irEt70SoElTkcHH8Nejpp6QIZLlN49fSvNfF0MemeIGu7MqbeZcso/vd65q9FfEtyHK2qL9peSWEnyNvg9Ca3/tdveQAo+5vQdRXC2F/FIrSod8efmHpW3Z+W8onQ8AcNnnNc1PESi7MU6ygb0CgZG0j6intFnntS20rNCDMVHy5LelSSboAMHerDIYV6EZKSui6dWM1dFaNhJJtxjbT1Uhz5n3e2Kh85lmxtznt60+JwyEs4DZ6VRv0HIxUsVGQOmaY9q8x35A9s1KgVgxLjK0snABHFBPMQYZPlXGacGPc0FxIQAvPpTxGBjjmgbAc07HtSAYpSTTERscVHubOB1qUjNMYKg3YoBWIF/fOUKjPrTlja0fOAwoEoDfKmKnQ7uq5NIsaWVmwevtTNr7j0C1IbdoiXRsCoXlZieeaAGKVe42AZHvVspt+XAxVSHZ9p3bMirhZTJ0wPrQIhhm83pUzorfepkCRop29qbMwX5jSFHRkT2wZjt4WowjxHAp7zE8J36U942jhEjHd7UypMTzmjAzyW4pWlKY3LwaVV3qGI+lLNzFzz6UEIliCshKingVXt9yJnPHpVhWJP3cUDY8CkIp4HpyaTueKYhtRysEXc3QVKTgVXlcPwVyKQD0ffGWTgVGs0hbcn8NSRKNh2nA9KUJsyy9O9AyNYmdt7Hn0qRIo/MyevpTJQ+A0dIGwmSPmoAuE+nSoZLhIV3PUttukABQk1Q1SyvJfMbyGVEHPpU1J8qOatVVNeZn3+q+Y2Fyo9qxJbgY4OamlhbkHOPeq0kWAfWvJqTk5anjTqSnK7IJWygyfrVjTF2wSTf3m2qaqXKkQHjkjirwX7PYRR9wm4/WsZ6GUtyneyYLYPFZ6yZOAaS/uMSOOQKjt4ZtnmMhApRvYVzYs4y6gZ4FadnGd7N6VDpUIa3BJxmtmO3VIxgUt2S9yqqlbiJ9vAcVcmjj+3x7gQzkgMnb60x4/nHYVpmDN0rlwpUjbnvxXZhzenqV5YHimRvPJGcYA705/nkRtzQS5y4z96rcpSGNWaNl8zqeoBqM2wkwZQxZPun2Neglob8tiOMm8+0RTAqZBtUt1I7cV59rtsyDzFBDRPhq9Cu7b7GYby3DTHcFYZ52+1Y+t2S3A+0FMrJ8r49a4MRC5zVFcpaLl7VZM5GKW8Yb6NIVrWJ4HGChx9R7Uy6H7wk9K817mRWlJxleg61v8AhE2yRy3l2rSJKfJQKM9fWsCdtqME5BFVLVZoV2xzSR55wDxW9GooalQlY6rWrqyS+NhZRbI7YdvWs5Li4jw0XDZ4IOP/AK1ZkCOtxIXcs8nJY1o7TtCj7wrV4iXNdFe0le6NKPxNfQ4SSOKUf7Q5/MVO+vQXKkSwtE/YgZFY4RVXLdaY0YlOSOPatY4yS3OmGMqROq0vWLRonhupFUHOGKn/AAq9BqWk6bZsq3TSSEdlJrj4LeNF6GlnSFFy4Iz05rX675FPGyfQ09V8XPIPKt4pCvq5xXF6pNcahu8xgAOgHGK1JANh29KxdQlWMMR19awqYqUtDCpi5vQwoftNjdD7Pk5PKf3q7vSIZJxFARsLYaQnotc7pdoXkFzIm6RjiNf612kNuLO2G/IkZd8zD+FfSs6acndijVlLcvXMi7CoIQNhVA7gd61I2Q6eCoZlJ9Pu1hwQ+Y8ckiEyOfkiHTFbyRTupaVPJVTtCetejSujenKUXdFQRLIxjH3v4SKu2+iLAvnXT4HbBpLYwxXgfgmMZ21YnZtQi81JQ0foK6Ez0YVHPQSL7FLM6Agc8cdaqXcKwqfLO5feont0iYOoIB71XkeSQEb+PSmdSpk0GwwHyvmb360uD361n2s7WV6sp+Zc9BWncsEuFUn/AFi7qCdUMxRincbW55Hb1pF3HGVx70xjcU1k3DFSOQqg55PQVEzkqccUDSIRKu/ZtGadJObcAkcGolZfN/2vWpZ03qNxBpFEbvKcDsaRU2nmlySwTPPrSSsYGAY7s+lAFhI0UdeaGwB6mq4wbgZbtV1QqHnmkBnbZo3XPerbQiROfSkjn8/O5cY9abcOUX5TzQDvcYIiEjUAZHerMSxNOod224wQR3qsJRCqFuHbpmnzbnZDuAH3iKYmWZIXjm2MoC9iKidcvt7Vosy3FisijLr96qYXI3UEIrxnbIVPSrG8L9KqSnDB155xxT1jec/3fY0FlgTJ/B1pJJcAdjTREIcY5alkQXChQdrCmAqtvX3qLy2+b0pA7W3yFS3uKfGepZgN3Y0gJYlUIc9fpSqrtlUAPsakUoEwetRgNuIXOfQUCbS3FRWDYfr6UNa3E8gVYlCnuDWjb2scX7y5zgdVxVgRElT5nlqT8oFTc5qmJS0iMsE+zD50xJ2J7VBqFnqeoQmL7XEqZ+4BjdUTXssGpC3km8wN2xV6UQzW7ebI0QT+MUpLmRwSk5u7OGvbC5tJNk8JA7MOlUHj+bBHGOtdNrFlcQOomuWlgf7jVnpZhh7AV5tWNpHJLc5m4RmkgUD/AJaCr1xb3dy5W3hLDPX0q1PClvdQyHkDJrT0e9F5AwG3crY+WsWrmUjGtPDiQFpLpGklbseQKtjTVkY5GIx2roJIpSM5AHoaiSzLMfnGPQVm9BGTDaos2FXagq2WxgAcVdktwAVHSoxbKOppAioxyOetW5o/NuoInxt81ePwqJoFMygHvVu7a0gkMl1k4YBcetdeH7m9M6OWCGSMx4BTbghumKxprK4vrf8A0WTyUVipB53Y96db6hdX1q/lNHG5bauf7taduFt7WMPcLuVfnbtmvS3idO6OJM1xA8ayFQlvIR17HvWxe3On3VipDrk/Jv8ASm3NuDqI1RjDLalghC8j6mrBsEjtpYIoVzO5wccKvrWDhcjkucrPBLZTBmUtGvKnOcfWqV0WJaQcr7V1s6Wtm8Vssv2kHhgOSpqpPoaMh+zP5DN/BJ0NcdSgYOlY5HcXAHerKhEQfLmrV3ZSWkh+12jLjo8fINVnmiAVl3YPdhXI4OJk42F2gOGxgCnLIxkHpTVDMwYnI7gVMgJkOF49aRNyRhvHvUioY4x60qJwCentUzqCBjpRcLixjdGcrxWfet5jqmBtFajlY4OeOKw5ZAspLtjPNFxXHzsIoAyAfSsdLY3s++Qfulb/AL6rTmXeqtMCsfUAdTWxp2leXGtzcLt7Rx/3qqnTcmaKNxNMsPsoWd0Hnkfu06BR6mrao8txGHCyRM/zD++aYJJb24a1hbcWH72UdFH90VfxFpVor7WMaPj5Bk/WvRhTsdEYWNGOXT1uorY/LLH93HFST3Lz3DISvkAc49fesO4uTdKksABbG6MnrVI3OrxIFu0DK5LSFB0HpW3PZG3MkjauZo088x/OCvDD+GiCT7Pp6fNgYyxHWsW31L7REbdUEUC9T3q6buNk8rIDfxD0rP21iI1XGV0XSslxhYWZz2B6VZGmyAASAK+OcGotK1SGwlImXMb9x/D/APWrSlzcyeYjYH9K6oTU1dHrUsT7RaGLdaZhWbewA+7ipArSzR7/AOFMA1oXAdl2b1AP6VFpkMUszQS/MoO7g96s0k+osdvI+6Uxqqpz9alaxLR7vMxu5607UY5JmAS4SNV7GsySQMdis24e/WmEbkpXdIyELuWoZQAu4duCKpPI1u4mJOFOcVceSBbUsnMk3z9elI0IEUF87ankPy420W+XXII4pz7iM9qAGKhyG2imzIZDkqKa7BWAoldVXGeaAEjh3zbzwQMU+fcDharROy3G3oKusQPmHJpAjL3yqRjpVnzVl28fNSWUbSH5xxVmWKGNGZfvCpKIpoFmAJ6rzTo4+m8/MBx9KfH++sFkT7yctUEfmSSh24GMVQmy/psw/exfwuMCmyH52ROq/LTbVPKmX0U5NQiUtLcOnPz0zNIFHlQqr9SxpUibzCySsx7g0qDz4wW6qcipvuqCCC3oKBsNn8Wcn3qSK2kuCTGAB3JOKft8uITTugI6DpWTcahcXsnlQOIV7uehoJNGW3tIyTJevvH8OBUSapZrKsSQCY9CdtFp4aiuAsjXJaQ/7RNdBZ6ZbwYUj8cY5oZjOso6EUELzbZGtYkT/a61JAF+1ts2FR/EBU8jyEvFFgE9XfmmwxpEgGMn+I0mjjnVlIivA8iiNR87t29KsMFIUPg8flVOC536lIHdcFdqgU+edIZYYZFy0jAbc9qm6W5itx72olnLAgNnrinskUUGJP3kMp2sSc0nmeTqTxyTDy/KyErBu9XV7F7RVYHzOCPSpnUSQOaRFqiPbXBtg5aHqgPOKpMQE4z0oklMpBZmIA4zTWIxwc1wTd2cstylcwM4VwM7VJxUdgv9n6qWiB8u4j3Y9DVnUZJY7MSQkfKfmHqKtafHFdSQvnIC/KKyZmzTgkWeIDo1SomKh+yiNw6flVgZK5zUuxSQpUHr1qB4QX61Krb+/NMP+sGeRUyE0VWtiJ0285YUmox7p0VhlTLz+Aq7Ad90gP3c1FeAy3kSKCQoZ8jtz2roox0NI7D9Oija7l3/ACRqmFX0pk1/bQlLGGAzmPjPb86pSGJkLx3JjVydwYHNSLEsVjJLbo/ntwyMNqn3FdkXaJsnoJYNYRxb4rmSGYk+bDjcp/CunJhWxO/AT+ICuTjVtFjkuo1jdpE+VSOQ3eta2uLbEUcs2WeHe+Txk1V1YtOyK91cW9jFGUtFSbeNr44x9afqWpxSQhIgCxGeB1qhNPJqEK2CKVChmU4zuxVyC3SOxtpIvKEqJ9yVsc+prNu5DdxlorSKYpMIrHaVz7Vztxopkjl8uRpFZiMHtXR2NvIN80jh2+ZiwOVPpioBbxRr5hcqOprhxCtsYzRydlZ3ZZ0kUoqtgH1rSS1vCrGOMlFGPrWiiC6utsOQvQEdqsz3cdth8P5UZ2qqnr6tUUaV9yFTuc+W8ldkqMjHkjFTR3EAwdxxXSQyyX0e6OJJ4+3mpg0ySO1EvkNbwB/QKa3+qpleyOdnnimUgOc+1RW+nNKwEMDE93k4xXRCbTonKxwgP0PydDVy4tQtqJhMgP8AdPFNYaKD2RixabaWbl5X85/4VHQH3qWCRHNxcXm4onykj+H0xUVtp8l4svnTo0ecx+WcAHP61enltlVsuCNoyD6it404o3jBCK1nbwFrcZi/uxryarXN9+5Ihzl0I56r9abPdFYv3cMmf73AGKq2itfMrsCFDHdj+MVtpYsIreaztd8al2HCKaS4nlusQ3Cor9SUb7o96vXk8e5YkaVnxgKq/wA6y3CWkJ2HcWPUc7z7+1c9V2RnIfJsgRfLUEj7o7n3NQfddiCcnuepqNGYsWY85p87bcevrXDOTexhORajk/dsGOSeK2dIvPs7rE75h6DP8NckLnMoXt61biu/KUknIrelUcGdGHm4O52V5cQ7mRMZ/nVGBpoZTtGJDyPpVfSbqC+tRc7skHac1ee7EUDXG3gfLXpp3Vz24vmimh4HmEtMfmbqKo32y3lUoeSKSEy3cgmJxB1PrVS8Jkn+U5C8CmaodKQ4kD/xLxT0t2kt12dVGKIrZpJd7fdHSrsMq2shLfcxzTBsiTbbWq4++xwaW4ZoYkB/jGRVMM1xcM//ACzHIq/eus7Wir/ChzTIK/B6/ephVTJ834VN5J8ssetVFJLnd1FBRZKKsm9um2qnnySSsI/u1YV/MyrVL5SRQEp96gaJiyp9wY+lV5yu08c1ImHproGyKQEmlgeTLEODIMUzynAbDn5TtqW0j2XEZHrUSsfOnQ9C+aZF9RpkaGGVyckLSRKEtxL0D8kVW1FnURInPmNtaphIPJWE9BQVYn80K/yJU6FIEM7jO7nn+GoIuPm7VWmb7TIcEiFeoP8AEalyUVdmVScYK7B431KYyySFbYfd/wBo+lRRwCGdpCdyL9yMjgVO0jeWF3ZH93FR53Jjp7VyTxN9EeZVxjlpE6PTtWijtf8ASZo0x0ULUia1aTTJGP3mTyemK5gDgA9Kb5Y5wcGlHEPqcym9zs96JOYdwSTqme9QPqkUbujv5cy9mHBrAmvJJoYoyPmi5EgPNQTzzXDqXYEiq+sGjmXb7UzcygqkauP41rPe8kaVZHkLMp4PpSEENx1phAAyetc0qzbMrskmu5Lifz3J3nrUOPrSDmlHy9anmb3JEH1pc01uoxUsS8Ek1NyWIFDKcjI75pmhRtHqVwpzsQZX2zU5GRgVLoZ3PcP33baLpkGo3Ge9NTrUm6Pk5zTSehFS0UROPLkJB4NTFckY60x+VPrSW8u5gp61LVwJ7aPDORwRUkSxpdTecFWTZ8oJ6U6JAIWZjxuzmqzLbzuQFLzE4/3q7aatFG0UMntjeKF+QLGwZVQfeqzqxY20XkRb5A25fpUtu0MMbREmORRzVm4SaK1UWcSyDH3z1roUdDVR0OZtQtzdFriNllQlvUVaW3tIykD4VpxgZ7UahBNar58LF1H+tB6U+JIpp7aSaEtEw4kP96pSsTbUbp1uLZpLfcTcQsWQn+Jaiv2KqyPFCrv94KctWhcwNdWbIq7ZSxjTHBC1mTaUNOkhTzTKXI3EnJpVItK4SVi2g8mxjjxwy7ffFYWqXqlvJBxgVpX0r5lOThRhfyrntNtHvtSEbA7S3JPp3rhk+Z2MXqbumwm3sPMGfMlHHsKlW184TsUEsBi2xbeeag1K9aFWQAAn5Fx2UVLplwyWqi3byJeSyPyrDH3hW1FdCo9hsVxLosJgaTLMvA/uVoiBBNFfxTLPLtAkQVktPb2urRySRm7JPzPjv7VtRHy7rzGt4YA65XA+Y/WuqCu7GsFcZLBHDLdyyRgibAjBHU1zmowTWYSC7nLRNzsHJz6V1uo3W2EhXZS3dV3bayIYNNuL+LZctJcJyd/NVKNxyVjm1ur+OKF9rLbq2DtWtRpPLgEnk7yeUbFdYwjjhcPCpiA/ixism3sE1a3V7iEbQcKsZxtFCptBGJz4iubhRNOxEaryq1LLfpaW8SgyQs52oNnU1q3thHpsO+Jvs6s20nrWdPC89wkhcH5flOMCMdz+NTU90mTsUXuJFid55tzZ5P8AQVXSXfIWf7x4UegqzKEmkXYuI1+5n+dRGDawYj6V5tard2OeUwcoF2gZaqN05DBAeasSjG4txVKT5pgetZwTIWoRx7WzUOoytDCsQPzPWhFhBubGAKxS32zUGYfdHArWLLTZ0mhK0dgUQ8bs/oK1HmNwBHuwo6iqWlHyrTB65q9ctFJF6H2r1IfCj6PDxvSQs91JDbmGFcKeDismVZwAyOQetXLU7M8Mf97mllYyqWOMg44qzo5C9pl9Hc24VztdP4atQyQOZIZ1GGO4E9q5e6V7ScTJncT26V0sFslzp63BbDAc896DOSKr7E3bPkVeoHpRZAyszNnH/LM+opTG1upMjK8jccdK07JhFH5zhdyr8oA4qyCsy4byGf5uuahe0BJwx+WmW0nn+Zc9WLEfrTguHL7/AL3bNBSK2cT4HI9avjaY8AYNRRBRlmXBp4Ks3B4oBkccZQD5s0KTuO/iltm+152EZ9KtyW88YG6LIx1xQQ5DIyiTo/mfuweTVeRRukw/zs25R6ilMAkBIJHqDURl82YLIu0ouFPtQwTS1ZCpZp5A6/dGRVuOJ7hfktyxHerNppgFwrXbhVkXd+FWLm6lYta2NugiPyFv71Q5GFTFKOkdTNmlXyxEgILDsKgZQUG3H4Gt6z0ORwftBwOgUVdSxtbeHybiNAeoJFc1RSlucFWcqmrOSx75pSMCn3SqLhtnC54xTCcjB61xS0ZxNagDgGgdN1L1FABxRuNADgcU3cM80pUnvS7QO3NOw7jCRTSASPrTyF7jmmEDdwKlblXGEEYx0p20s3FSLCzNnoKmC7MEDp1ovYzuRLHtOXGTUmI2/wBk06R1AJJwtZs2pqH8qzjaac8Lt5x9aEm3ZCUXJ6GhKPLhHQDufQVT0PUbee6uIom+63X1qxD4avr+JRf3TIp5KKasal4ctbfS2FjGsE0S5SQdW+vrXQsPK12dMcHPlcmXdnyH0pFUjHWsXSNXuMJDeIQ2Pv1ryz7eh4PSuOzTOVk7AeWc+lUrWT9+A3rU8MwkR93QCqunrv1BI+xarUbsDclV44MLydufzp9rpoYRFD5cicvzUV6HlZFUkljnHTipUuTBEGRTG+dqA969CmkdNMuX6W8NszuuTjBYVYtbmGeIFGXgYPsazGmkiXlTKz8k44FRGFFilRQN7cn6+tbudjTmsS6g6SpPGsPmRqP4Ko6YpS3iiaeF0LZ8p25Sp2t8WuxAY5z3B+9VW222cbs1vmSRtoYj7tZbyuS31OkkjjWFydmQPWsS5KIo8yDyyvzeoqV3WKGSGZ3dBF8x7M1Zcl1LLbxiQn5ufotFaegN6GVrFx5NuzAcnk80/RozFaGY/K8ozkc7V9aoagPtV+sJPyBsY9hW5Z2890yi3VflGWD+grkpQ5ncySuUlsrnVbqVkAUgcD0FaFhazNp6+ZbeY8LlEIOMjvWrDHJc3Cy+ULeWPqV6OPSmfvbExxSSKkQdnZu55+7XVGly6mkYGVc6XeeYszPHCEOVQdvrThq8LwXsl5PF5yjYoQ549jSqiXd+1550skJJVYz0X8Kr3elwS2vnQxxmVv7/AMuPoKe2wtmJcalDbi3ntZd8rriSMtxiprCVbm8/fRpDdMPMR+gqvFbPNp+VtYzKmF3t9adqcotBBcyPCWi+YRoOTQmFy5fXCajHdae/nIseN0wGAT7U+wvI4IoLF5BJKRwY/QetZ+q3q3Gnx+Q+55zyB2qo0EkWoq8GBIFAIAwKcqo3OyNDUdRXVAI4lfyImw5cfef+7VG53vi3zgnlwP8A0Grsz/KZsABuI1A792qrFG2MkZJ71x16rZlOVytHFtkJPQdqWQCRvarcqBI896rldqCuG2pg9zI1B9mFFVI0y/Bp+ov5lyAOlNY7R9K2TsikM1K48izbH8Xy1T05AMNj61Hqkhkkjj7dTVmyT5h70Rd2UjpbXCW6ArzUhVRkhaZFxEg9qlXmvVh8KPqcOv3cQWUgEdqa6pg4bB9KSTgHFTW+n3FzaNcxjO1sYq0bTaSNHR7CLUNPeOdQZQOHPWsl7t9MeWzkb93v6mtHS5mt7hfMyhB5XpVLxBCDfLIBkSfPTOS7bLW1DbLPtwahmvxNELe2P7xu4qxBIk9mkg+6eMVLZ28JuN+zGPaqBldIHsrX5/3Ib9TSxJCse4vvei8uJLzUXTbmNUHAp0cIERHY/ePpVDRNOVeIbOTVVEfBDfL71OjrIvow4pGUgHJFIZefREY+bpU4jI7KKrpr17YS/ZtRiaQdM1tJayoweA4HpU00drfRmGVMSdM4po5ZPUoS/Yr233WwVJgMmMdTWONs3zfdb1NTzWcukzlVJwfutUjRC4hMkXEg5dPX3rCspNXic9aMpRumXbe2j1GKBXbDwkqcfxLVyCGK38yKEAqvcnpWDbXRguAwYjjFaMpN0haKQRSN94dmrGNXSzOLmLf9qrawu07YfoE/rWFqGqzXuBvBjz0xzWrFpUUoia5YvJ0PPFXHtra2OXSMQepq2m0W9UcaRuJIOAKkC5Xk1NMDLeSrCnBbgDpirEGlXVwjFFBUVxypybMeUpYxSA1LcQvbOUlG1hUR25+tZvQLIXjtTScU9InbpTlhIJD9aFInQYi+YQKk8kgZ4x2qTaEOBwMVnXWtWds2Gm/edNg5zS3egvQvHCqMk7vaqt3qdpaKRI5eXtEnLNVOC3v9ZxJlrW1JwM9Wrc0fRrHT9SuFSPzHjQHzJBk5rpp4Zy1Z0UsJOer0RkQ6Tf6xOr3Z+zwdUgU/Ma6qz0uHTbUCK2CMe5GSazILuU6hM/8ACrEc9qfe6zKlsY0bI7Mep+ldNqdKNzu5KeHjc0obtBvV5FVlOOTioLu/iuF2ffj6ZBrjprmWW7Te3yg7mFFxrkYz5eR/DgLXJUxd1ZHFWx3OuVaHRF7d2y0agjpjtSTTQvH+7YF161hf2hsRQJN0u3cyegqO11VZHuBGhyP4SMVycxwcxuW0weznlOAC23IqxoiMZZLhh0+VTWHZNLLpMFsCFkkdmbn7vNdREq2VpHCvLnt6mtqSV9TWFmTxz7tQUGMtH9xX7VfubYzzES7WRfu44OaS3eNY0UL8o5Ckd6ZealDEyl/lB4Yjk16CcTqikU75Lu3uUSKdip6owwCPSs+9mmN4tnaM22T5pHPX6Co7y6nv7yRI5vljwYweKm0aJ7nVZ5pHMihQuR0H0ouiWadrEFkj3zZePnZu5x61HqcDzK4RCsa98/eqea2t4rjzYMfaNy/UirToTET1Kj8BV8pTWhmuqLYoju23hV288n1rLu3VI5SGz5fAq5I5N0veHbvH1FZGoPts5CTkvwK5az6GXQzrTEks00nO7o3oBWjo8Fzc33nvNJBbMvzEdMCqduXAt7VIw7NyVPpXSRtFborRIq5B8yPPy49qKUbK4QL1lOkSL5SEwSPsVievvTrxzcFpEEbeXncjjBBFYa6rdfuoNsaRhtw7CoprubUrkyFmjjb5WK+lbupdWNHIpXF/f3tw4tlEUbMMqntVryL7UIo0uYtoEh2vjoK3tNs03IqRoVXkSrU2o2FyIonhnACNuYY65qVFtCtfUy9Ks5I7qVZSzRxjzFQHgmsnU41l1mRbeAMrJukTP8q3rl2+3IiAiExkuR69qowrCl4EjaNHHJJ4Lii2gaGTbpbQ/vUywB+WNuOav2UTndLNktJk7uu1anurWHzYoFxtU+YxHv2p0zbIxCepIZv8K55uxlIrkmaRpCMLjCj0FPjA8vNOWIHJ7N2qTy9qYrilO7M3qU5x8o+tVLiQIp45q7dfd9Kxr+XIx0zSIMWRvNu29BSyPnPpTPJkSQkdGpl5ugtjnqeBVlFKJDcXTOeg4FbEEQXoeBVG0j2RDjmr6HCn3pxVmNGxCcwIfan5J4Xk1WspPMtwfTir1vbSXKs0IyFHNepD4UfU4eadKLIcNuwwxWtpl1cWUixqpaNuStZB37W3I4Zf7wxWlpsgMiljk4xWiLqtNF/W4Y2WK6Ee3cayNTf7RLbHO0rGQB61vapibT2QdYhurlyzzX1uB08s9aowhEm0veCYMfu15Bq7e3K2yqqygseoqgt79klKQpukP94cVcsdOkvbnzpRh+uD92gqSsPtIJYoy2cynk/SpC22JsnaG6rVi/liidLOBszrhm+lRyKxIDKMVRKZEFCYbbn3pkyvIM52rVkpjCVGnzytH6UwudJpM4mh3Z5qe5tPMO9BhvWuTiv3scDdiri+JNo+ZsUrmMqTZtGFLmH7Pdf6wfdJ9awJoptM1FcfdP8AKnjxVbmQ5xuH3TV1rmPWrNvK2+cv8qRKg47mVqCJDN5yHEEnb0NQ7pEYFZOB0HrU8o32bwyj/V81XWF0gEq5K+hrlrUvtI5MTQt70TXinxpUc7LllbkA96Y1vc6qWebMUYH+r7EUzTLiOMmCcjy2bIz2Nad1dJFKTICI8ZyvRqdOWljmi9NSbT7K1iwI1BKjqaZezxWAaSJ8Ox+ZfWqP2maPebKNmWQck/wmkTS5bnBunxIOxqp6rQrQyZ5HurhppVwWPFHlpkjHNaclhEhKAk7T1qK5S3jt2duCPSuGUG2c7TZTG9QcdBVa7vrazQvcS7fbqTVMNquo7hZIUjPGTV+y8LpH/pGpy+fL6HoKcMPJ7mlLC1JmWLu/1GNmto/JgP8Ay1fritTQ9G0+OHz7mMTOvOX5pdQv4YoPLRcBTgIgqGGS+ubdUtodobg7/lrsp0YwPUpYSEFrqzanvdODLtjxg9M0t3qtlBC7xRHz2XHFc3PYi3kxPMHkHJCNkCoHbc42Gpr4hQVkZV8QqatHcfcXz88YDHLDpSR3EJX95ktVdofMHPJqu9vNuAiG4/yrzp1JT3PJqVpVHqXbcxG6LlcjbxmpbiRYbV3EMZk/h+XpTbS1FpES77pn7dhSFUDH7RmRuyjpWRlYo6XEJpnlPzO332/pViBRJe3GGXb91Y8dPepDPsRlVFjX0HWqdi0S6p5YkyzfMwp3EbEa2cEzAKRIDnrxV4XTvIFZ+D0I61zUjvPfbkbCr0q9BO7TKgxhfmJq4spM2hqMsKEsWVemBWTfau7IPJwJFP8AF6VWudTZZSvUZ6isLVbt1uop42zlvnUDnFae0Zop2OusHimAnnik/eDkIT+VbdtdvbwiO1h2KWxj+7WNo92GtVCybFI6MtbjzwpLEVVgufmPY11QmjaMrl9dkToVQNPJwSepp1u7i4lSUcgcjtmooYpY2muCPMO3MYFMQTR20kr/ACvIfu5yV9q6VNWNb6Fa5mRkkbgljtXHFYOoKXmihT7oOc1p3MMzqoTaFTof51j3jmSZoY2+fKqGFckvemY3uyaw0i4nvZZn3KVcJkf3a6SHSUUHzFOwtt5PRadBmJCikMygB2/CrEbvIgjVv3jAkbueK6oxVjeMVYamnwM0wmiTyv4R3FZjSJarJsgzBuJBA4xWvueGQmaRWTGQf6VhzXguI7tfMCxhwqIemaiaSJki5pl2tnDLczqqQSHgrWncSDULQpazbSygFu4rGRkjWFJEjaNnCja+RWpazW9veS2q7Vk+8B61pTelhxMB7XVINRSATIkPUZ53Y9zUTW0U8chklxKrfeByWrd1S3W6RVeVk8vk7eTWPZwIs0nlfOucIxHU1nUdjOSsy0myO3VmTBVBuI/ibsKpvGXZpDyxO6prybG2EdFbJPqe9AkBTgc4rgrTuZSYJwTSs67fQ03eEBJqneXSBThgGx0rmsQLeOpQkGsO5KSXCIWx60fa2k3jjAqsJF8xpmxgd6qJJfIgt4Wllwsa9Ca5a/1BdTvUEIxAh+UnvUWp39zql0sCgraqevrUtvZ7Cvceta2KSNGOP92NtSYKgkirMaL5SgCphHkAbRQ3oUNsHPKEYGM1u6ddNpwLKu4MfuisW2j3XSqv3m+UVqQK0V1tm6qcYr0KDvE9nBVL0+V9DeSW21PMUsBhc/3qw7i2NhfiNfu54rqYYYZIxKoGeuax/EigzQsDjC8kV0HVfWxHPcbYLnPRo8VmQx7kjlHULip3cHTX3n5mXCn1pLVQLRN52gCg6IaIILPz5NxGB6VdnvktIvLMqoOmKqvfxWilVbc56Y5qnHZ3F9cCWdflJ4A5pmU2T2Yd3a8cESP8vPpWiG84BQ4LLSy2rxoEddiDoRUKrGsgcEjb196ozRNKdo3Gq8RxK0nrSzSlj5X45qKNJydmF2+uaZVguYIpFJLc1iT2skjFRkL61py3Mr3CsYVCd63befTriERsm1sckLUjbscYNEkPzh+nStTTYrzTbhZkYk9CPatt9Kw6GKQ+Vnuasf2W68o4bj+JqCHaxV1B1uI/Oi6PwRUunENbGMgFTwQaLazZGu0fBOz5FB4zVO3ZrWYoxwD19qZm7PQiv4TZ3xikJMZ/1bnv7VLHdTxqvzbl7IeRite9s4r/AEoA87PmzjmuUmvDp2VuQ7bOYyi5LCuGvTlB3jsebiKLi7x2OrtrjbC0gjClW6L0xSX+twRBQsq9ccDnPpXNWd5fXlrco7rarInygDLfj6VegiSXTo4ZAu0DJI5JP1rSF3EdGjKZqKfNg3zyCFD823PzNWSLlEkntkQm3Y/x8mpGiMUIZmJGcDNVJgBcw54Dda1UEjup4aMd9TfgSOK3DphY1HSsLUdUe7kMFqcA8E0X95IyiGA/J3IqtbKsKkQ4Zz/Ee1Kc1BamtSpGnG7LFtaQ2jLPdSCRuyDrU9xfyz5ji+Rf7i/41UwI2LTPn2qI6hEZCqbvwriniG3ZHlVsZKbstETiAZGcEika0XBwMmmLOcDYPzqRndh1wfauaTb3OOTb3IJLby2A6E0jzR26jZjPQ0l5dJCud4/GqdpC9wwuJOI/4FPes7mZbiQ7/Nb7x6e1U7mfDEAYPrWhvC7gBjiqqwfaLgLjjqadriszNkhuWibYpJPel07TDYq80p3XEvf+6K6UqkcI7Y7Vk3btkpGcyvwKOSwNFCFpH1AxRLz1P+zV6Qpp8LKpBZ+WNOghTTrdsn96Rlm9a5/UdSCqzuwwo4FC7AtBLy8QZYnB9ag04Pczm8ZSUXhM96x9Mgude1MSP/x6q3I7V0+pyR2MYhi+U9FAq7JDtcsw3o89djcJywrUg1GWKMs7lt3THOK5DT8xlpZS3zn5AfWpbzWJZZkgtflTO3juajna2Hqj0WLxCkSr5iFeMcUsmtrKgfcM/wAKCuGa11KMEGQEbeWJ5qlAbm3faXfcvzfKeBVKvIv2jOpv9ameLyYRtYttUVY0ezBngEvLE72OaxoGikuLaVyBKW3lT6VrXFwolAg4Yp8pB+7W1Ot1Y1JHU3KCK0WLJzI39aYblIb5VJ+aNDtI/lXLpq1/JcR2xlyvIMrj+Va8M0M0aXP7wmNisgQZ+ldkKykjZT0HrI91NbyO+7e+7BOMLUOoXWmRF4ngkLs5YY6GnTRPIsdqkQkUc7/ulPpV230a2trmOeLzJ1cbXSXnafWmlzD3EvJLJdEWSEIRHg4HrWesn2rVTcyI4iji2q3uatPokbWqxKsiyvNnBPGKv3M9taB4cAnj5QO9NpxKbsil5zhIjAHSTaVctTtywRoEADdOO3vSyNsTd0ZucVm/at1xtByR941y1ahi5E065Qeo5ptvwpz1qQ/OoxzVe8uEhgz0ribuzNlXVdRjtYSScfWuHuNe8y4eRpdqDgVHrF++p3zojMY1OOD1pbTw1bzRjzg29v0pxj3JKl14pCoILRGaU9SabANRucm4kIjbnYK07TwvbWd5588gdR0FXZNhfaijHoK1ugSKtpbLGoAFaaxZUYXJoitiWBNaMNuFIBbFIsZDEz7VRfm9KmNrMCN6stakGmoWV1uUDdsVePmqrJPsceoHNOMLlLUzl0tFaCWPOT0+tWdatvIuYJQMBk+b61sRW0Y0+CbGPLOcetU/FLI1iAnB3LivQoQcUd2Dup2IrC+ZbVhngCsvWLszbIweSQafAr/Zgg69zWbMQ18qqSwCkE+lbHrxiPlma4uYIE/1cTbj71ekRZkKspKDsKis7QK20HJ7t3rRSNQ2ztQaXsjKtNMQXO6NGRfRjnNdJE8dnGNq+Wf9qqk+p2ljESuHb1PasGTVZ7qYsoLhj8q9sVRk9TZv9Tnv7wWkanbGA5bFV2LNKUAxTrWM2pySWZhyT/KkKeZMxDEH2qxKNhC5deRgjjNTQyKV27xmoyvbvTRKsRwsalqBknlpOjM/BqaG6jtYvnTv1qGMhmBHK+tLd2qzAKrnntUiEuvENpEPmDkexqSxvrbUfuGRT7tWYmixRSB5ySPQintJFb3saW6BR7UhTtY6W0tGt7kS/MR3z3qHVrPbNuHCyHdn0rZsVMtupbkY7064t1u4Whbhh92qRzXszM026BTnlT8pFQatpo2GXGYz8wx1FVlD2F0ySDC1vWsqXVu0TnKt92hq+45WZw3nlI9kY+Zzsq9BvhjSJTlh1p9xp5srtg6fKTkGo5jst5JEPzdjS0R0U3G2hdvZEn02LccOJKrXcLSW5z8uPutUAfdEoc8qdxzStLJc49KwqV4xOSvi4Q0W5DBEzKIxknPJqb5YFbufWpbYBMqnU9a0I7JWjJ25zXBUm5s8upVlUd2c9PFM/wC8Ktt9agQKCa6iaaKCPyJEw2PlxWObZScmo5bGNrDYFUsOeKLicITsXgdaGt4wwwzKfrSeSWYMxyi/+PVmyb3MxdPN/N59yWWBTlVH8VarypGqJxwOKSaXHPQnt6VnTyZB3jPvRYjYuNMAvOMUyK/ijzswWrnb298uHZGfmNZpup1iPz4XrQi+h1l1qqxxkA5duAB3qWyt3SIzzcSkd+wrK8NaS8x+33QOP+WYPb3rS1a9ENuw3c0pOwmZms6gAp+bCAcmuKkefWL1UQHy92FA71Yvbt7+48kE+X3x3rpPDWlLA4upUxt+6DVQKsaNlYQ6Lpe04DYy31rnJGOp6jk/6tOXPtWnr2obpDDHyznAFVNPsZP+PcZCk5kb+lOWovIVt08zTou2KP8Adxfj3q7aaWYnSdwcDkcVdS0UXccZ4QGrtzIGXb2XgVKLsZcsU8kodHO0DJFZUrNYx3XnSZZmA+ta8j7Gwh5HOfSsXUYzdSCFDlVIK8fe96UmrGbNgmGDR2u2Ubz8wJ7e1Lpc7XQe4j53sFX6VmeIC8Hh+C3zgs4XHtWv4ZtxFaxJjCqtOOqEW7lWt1aZf3jJnamKuaRMJbGMrLIhOSQPWuX8Qaw1p5wjJ3fwip7O8mh0a1R3Imm647U02g5juPte23aJGBbPU1paZfJK4SMEug+cnoK5JCLi3iVTlgfmOavQ3/2FygBAbjjvW9Otym8KltzrLiaOSFZEx05J/hFZUzJJKHUAxqOD6+9UBfmWNYS48rPK0SanArCHkZ5yP5VvOumi3UTKniDUWs7BHTmSQ7RjtVTSIHMQkl+8eareIJ/tElrbqBln3H2rZE8NtZgcAgVwSbk9DHVvQW4u0tULbh71wniPX5ZYmjhDAvwpHSunS0fU38y4BWAHhO7f/Wqt4lsIpdPh2RqBHIMACuqOHtHmZ2LBy9m5swND0pliE0g52g8963iBErZ64zUwhMUakYx2FUrmVlVmxzXG5anB1KEsryHAqzY2z7huHFJbRtKQzLxWpGSoAVaqJaHiMgADgVdtooQQZmP0FZ7SvnpVq0nCSKzoWPYVaWpVjdjSNV3JCAMcZqeCRbc+ZKu6E8Px0quQxQPI5DN91PSrtkjJvgnx5cnT0rrow1NIoswIIbn5HDWkn3R71heK7hRbRRoOrjP51vLZeVthU5281g68kctvG2MhZCD9a7raHbhdKiMebUfsVvtA3TNxEB61FbRukbSyfec7m9jUcdu32gzzjLfwD+79K0/7OuJ4OBiNjkmke2nFIrHU47VT5Sl3PpSLJqt6he3XYx6blzWxYaRDBgrEsrd91ary21soZiISOy0I5pyd9DAs/DM9wuL/AC2euOKuSaVbaLA0iFdw+6DTp9dYMQkhMf8AezWVJNdapOGckwJwCe9UKLZc3+dhvUUqxbDuqBJEjGzoatq4lQKOtMtkZQu2VpJLcAbh96rKAq+FGeKinYgF16jtTAjimMjbUXC/SnNLJbzKwwR6YpsDeXKUxT5FRmPz80CL8l1b38SpNBI3+5xUUGkW0cnnOdqjoGPNZTahPbloVJQr0cd6zrnUr7ayy5Kno1QLlOsuNehtnWKNhtXpiteC8M9usyjmvOdKsJbmZp5ySn8Nd3pcbpEFP3KaMZQH6nYre23nR/fUZNYVjdPBOYZThe3tXTxt5UuByp6isDW4baO6DpIMnllHahySV2Z35Pi2NK4nt7uyZbvCkDKt61zsp+XbkFFpHlllUegpmzvzk9q4a2JvojhrYnpHRDR84PvT1YRYB6UjMqAHvTNkk3J+79K5G3M4bOTuya1vY0dkMZw38VaD32YwkAIA6lqz4ohH1olnRVKrQpcpew8v85aQ7j2qvLdIO4FVZrwL1PFYRlm1K9NrbHg/fk/ur3qee5DZvpM95LhT+6Xhj61LO2CI+gFLthsLZY1O1V/Wsm5vy+7ycEdCanczW5ZuJEjQGRsCsy5We4UCFJAnXOO1XdP0+TVb1YGkKjGSx+7Xa2EYt7J4Lq2Csn7sMB94etb0qTerN4wueaJp3mLkgmp7LRUu7sox/dx8sD39q64R20YdVj5Y7VOKi8qKyh+TrnOfWpqLlJlGxWvZhZ2pRDtCjAHtXA6pqc93MyA4B4zWrr2qby6L1zWHawNIxbGc1huzO5a0LTTPcrhdyDqa66+nWztsKOFFN0q0FjZKRgMeTWRrN6GlMSHLY/CruNszLcPd6i0vVgcLXVQQLDCP7zdTjrXN6EEiuWEhw27murbsOopx1LRC4P2gH0NQ3UihC+7Cjqafft5e3H3m4FUpbZ7uY7iRbqfl/wBqoGyFEe8lVuUgTkn+9UsVuouYohgM3OT2Wrqr8ot4QC3p/dFNvlisLMSdZF5Ln+VSzORi+IpFuNUhtgvEabgPeukto/sumoejEc1y+m51LVDcSdWfgegrqbwhYWC9FGKcdEJHD60j3GpRr1UuFraki/4nMMJztWPOPSqMUZuNUQNziTNa1wp/4SA+gjxVRdx6FjT3kRm2nAq3BI894Q7DC1VtQVdgOtODLHdsDkMw60Owi9K0aNt3Yz6VFJc+TGrJhkfjJHQ1nyuxkyRkjpVK9vJ4CqKMoeKi7uJMlu45NNvlvZX85ZPlU9lNbmn2clwFubvIJ5WP0qCGZGlthNjaMdR3rdP6V6OGpxtzHsZfQjP35CdMVR1RC9jJjkjmrpqGZPMidP7wxXVJXVj1asb02igqt5YLHI2iq0sPmAZ61ctgTZoG64prjbx7141SFmfMSVmQKmzgCn/x0YOelAU7hwaa0BC8A+9TQuYnVsgimeW2emKd5LkEZp8w2bQdGi8+fG7sM1qwuGswsy74jyGHUVyTHy8F2yoI4rf026by/kO4Hoprsw89TWm7mu8ku7ahG0L8reorK1O1I05pI8FSct9a1Q3mxI+NjdCKpfZQ4ntxLmMjlO+fWu/c6KcuWaZzlmIVl33BwPrWhNqtpEAEkU/Q1WtvDV0cmZzKv+1Vo+GbEofNxEfYUWPYc4mRd+IZjlYXQD6VRF3PK2+be6+1dHD4X0ndxckt6baln0FoFzEMxjvRYlVIsxraxabDXALRnoF4raSFIYAir+79B1pYwqwnD4IqKaQiEtG/zVQxtzHE5yowarLG8bFgeKe8wdAR1p3zeUCaAGLOygepNLLKSwXt3p8aLu3MKSRkUE9zTASOIpICalk5Ix1oDh1yKUdCaAEMeNpbYVPbvUV1aJJCWUA47U8BJHUbctTdxEpTdt9qQ7kdjqn2eAQrD06krS3OtyoP3PU9qLYZkkR+RjrVd0hjm+QbqznNRV2Y1asaauxYbu7kPmTOUHpmlfdLnjA7mnhS5JanZRFO44X0rzatVyeh4tXEubD5Y4wS3H0qNZWcnPTtTZAZsbfu1YjgXaNxwaziu5huxiwKTyal3+WhUCmyyKuF6e9U57xYozzRdIpvQdcXKqrEtWRLfFy3UCoZ73zWbn5aitka+m8qEEj+In+Gsm7sxdyvIbi9mWKDknjn+EetbUEcOj23kwrukb5mc9SauQW9vYp5adf4ie9Z15ICSaYijPdyXMp3k49KIYFZhlto7gUqRb23Y5q9HDhegz1op76lRR1Xh61tbO2W68yTdIMlTytbF7eqtj58Xys46sOK5TTNQk0+GXeQVCnYr0lrqF7qZ3XDgW68qoHGa71VionRzWRcaTG04GetYOtakI7c4ODWrd3CRRn5vwrgdWuTcSlVbPNcNSfMzCUrlM5uZmYckmt/S9PwyswwByapaZacAkVu28RlBjRtka/fk7/SpQkhmpaizg29p0HDSdlrAhhM10EPPq56mtm+ZIojBEgCfzpumWwDByM07FJXIzZG1ulnA+Rhiry6hHFkODjtV540fKngVnXi2sCbnO0ngCm9FoD0K17dte3McVuh2p8xY1aNwzqILbaXX7znoKqLDNdhhEhhj9T1arFlIkW9HCq+fmqOlxXNW2jjsrYltxY8sfWua8SXvmxi3i6Oc1v3LLJaeYSVgVdzHu2K5Jk+1zNIOc8p9Kjcl6ml4dgIuTx8qJurZuTmF/Sq+hQlIJJG4DHAqxcjbGferQJGPpcJOpk4yuetXJR5mvSj+7HmpNMXyrmQ7cjGao2NwJ9aunJ4ztp7DNGEBZOKbeQ+ZtkHDLVlIQWJHSnPGeh5B4o6AzNkkUhCfWpbm3R5Yhxg81T1BNjgIce1WbHc6b5TkrUEkOpyNBZyOD8w4Wug0u8+2afFKSC2MPj1rAfF5c+TjMYPNbNpGLMiNAAvfFduGq20Z34DEeznZ7GiaZnkUpPHWkU/OM9K9Hc+jTUldFC1dVeSMjlXOKkdk+bjmq8Sgandc843CmzZUseea8murTPlsRHlqNDVutpI4oNy4wQM1V2ndjvUixHIJ4NK1yETfanc9KQzOvc5pwXPQVIFA60uUGVTK8md3Suh0VCyLiUBenPashwOPlq3aGM5Bm8o+la03Z3HB2Oxi3lQjqp/uuKgmt9ki3PJdD82O9QWbS+WI47yNuM89quI+5lV5VMzcbB0NelCd43OlPQwdb1f7DcBEWQqy5XbWbBrk7gyPBLgHutdFdadDdyoZ5fKK9OOtTyaUhttsZDKO9aLU9KjKLirmZaarZ3KbJwUPtxWla3UCM0KuWVlJ5Oa5fULBBJ+7OGHpVRbv7OwWN90+MAUG/JE1YY33tIm4qzkc1bMZaNg3H4VDpck32RVcYIJNTXcjCMtmmUQouF8v5cetOZsKIsioYyI4Nzp8xNSNh4A4T5utAD9rq3G0rimNt3/AHTmlG7aDnHtTm3bM7fxpgRxR7UFNaVlcpjiiOUnj0qUwhvmoGQoF4bJBqSMIkm8cn3pJItqZql5x6DcKyqVFBanPXrxpLXckkuC0zKgwD1xTXUFumDSAANuHWl+8fevMqVJTZ4dWtKpK7FJIUA9KaYnncE9BU8cO/DNUjt5Y+UVFrGSXUXy0iQ1BNOAq844qOaRxkluKzLu4JIw2PapbE2TXF36NWVc3DuGJ+7S439SSauW+nmZQ7j5fSps2LVmda6fNeTAchB1PtW+gg06IRwoAe59acJIbKIqn41l3FwXbANUoWGkST3RaQkNVQv5jYPNNWJnb1NSKjK/IxQkXYsRRjHIqwGAHIqBJAOpqU/Mu5uAP1osOw2SN7+ZIl4A5z7VsKqQW4RAABUVtCIYvMb7zc1T1C9EKEZ5qJNoiTMjW77YhAbH0rnLcPLIT1HXmpNRuDcOAPXmrmn2TTuIhxxmRvRfSkhWL2lxvdZSNdsQPzP/AHq25NsUWxBhRUlvFHawiNFxxVG+uUQMS+MCrGzNlYzXBArStgIYC7YXFYMN6klx+4R5GJ6KK3orcyIHucEj+AfdX60upUCNpZbh9tun/A2qSHT1iYtL++l67jVsKMDbgj9KdkLIoZgMnpWqRW4iB3bCrj0AqaOxjDCSS3VpP7zDmuk0ywNsweS1VmK7hJu4qjrEggmY55IzjtmrnS5YXCcNDmNejlktTFb8jPz8dqxUtvJiVB/uiuldbmK3eZpI2D9Ae1Y6J5lyiLzg5Nc1rbGaNW2j8q3iiAxtXJqK7fEeferQOTkcdqo3hYybOKaQEBufskUshIA25FZWgfNJJK/Jds1Bq05kZrdD97qauaMgji6c0mI6OM4xUrDIzUERwtTHJWhLQDm/EM4hnjQdWNWonxbpt7iszxRg6lCP9mrqtsjx7VK1YkaNjCsSlyvLHrVl5TvyOnpVSG4LxquMYFSgtjJrRKxa0LVjNvV4zyUPWrYwTg9KxdKuS93Im3apBP61rk16lF3gj6TBS5qKKrqsV8rn7r5WiXHOBk1Jcx77Xfz8jZprEkByMZHauTExtK54+Ojy1fUrFRknbzSjoKQnDZ7Uq1ijmiOBpQeKTvjvThGe/SkMTFPUDjofY0g4PXinY3Cn0JLyahChDeSAB1C1s6fqaXTFILdI27Me1coV20+2keGTerkGtIVXHQcZNHWXc8drA7GUzS5JOOao2uuW8cq7Xc7ux6Vmw3zLcliu4MNpqG60Y2yed5vksWARPUGu+jU50erg5KSaZ0eqPDJbJPGFyx+YVhMIn6IM+uKivrG8jjjxcll9MVait3NupZcMBW53JWInSQIXRiBjoKmt38yDa2Sfen20TkMH+7UuyOMEr1oGQzIZiN3AHpSAiIYB/WleUHOKYqbzQAeazMB2qw6nG0HimCEBxTpZdgzTGMUIWO3pUkr7IevNVGk8sfu2+X1poLT/AMWB2asalVQRy4jExpqy3GSSPcNt3EAdRUYGw7dpPvU/lmPIXmpYo0YPmTaQM4IrzJ1JTZ4VSrKpK7KqcvhyKspGdwJ6UyGFXkyc1NL8gA5zQlYnYHkwPl61Wmk4O7rRNIAKzLm43MQCMVEpXJciSabLY7GqcdubiXGTj1qrLdtJII059TWpY4RPVqlIa1NG206CNQX6024uVjUpGOPWo5rnYgUZz3zVFpQVIJrRFWILiTzGOORUGzOKtpGhUneM0oiw/PSmFiODCtzVokFhxUaRbnwoz9KsLCInHGTSKI2gVhuJAI7UsCG6uRvP7pKjuGwwVT8zcLWnBALa3CsOTyalsVx13cqqc4AArjNVvzJLjIx61r6zehIyM81ysgaWRe4NYy1ZmtWLbx+bIHxnBzXYaVbeXCGYc9frWLBa+THG+AVbiuotyPIX0AqkiyG7uEgt2c9V7Vy7QyXbNJMThj8oHatrVzm3bPfBx+NQW8ZmYEjAFUtxrUk02xjt487Qrewq+cZ4pFCjAp3fHWqdhrQRSdwqZYTLcQoHAYsOT0FRqPmqUxtJhVbav96qUrA3Y7KS6W0gXfgJGuCf730ridX1ZbnVlXeFGdzqafrGr/YtPKO+4Dpk8k1xlkktzfvNLuJY7i5qqlVyVgc7nV3FwkqsVJCL0zVOwHmXTuOgp8wC2u0dcU/TUKxN6nvWBJc6Csi9uRGZpD/COK13OImauW1ifEHl92NVcRnQI11MzueTzW9ZJtQCs7TYRwevFa0Y2jAznNLqB0GkWUd9MVaQJt7HvW3qul2ttAXR1RlX7o71H4atYZrT97H8x7r1rcvrSCK2kdIw77NoLmu2nRTjc3hBOJ4v4ikT+1rcHnIq4/IUd2xVfxBZySX63GFwnpVi2JkROQcCuOULSMXHUtp8nTpirC/OF3fdqBl2jNWoiroCOlIZFAixXquvdsfhWwOSKzCiqFOOc1odV6/jXfhZXjY9rLKl4uJYwrWcykc1Rt5F8oAjOKZdXxOLSEfvG/l3plurp5qHBOaWKWlzLM4bSFlZN5xTV5x6UNC281JHGcgEVwJnlQYmD2pCWK43VO+I6rvIBIPStLosdt2kAnmpVXpzUZO9t1PB4ouIcyg0xR2NDMe1IJce9SwHx9fxq1mS5uzLOT5EQ2j61RDkk1s20XmWS7jya7cI9WjvwL95ogkY3TZUtgdKvxbRGN55ApsEJjBGOKbOqbSGOBXoHqEpzsOMYqCZkW3JGc06JkVNqnIp7+W8e1utIZRiw/NWWjKJuBH51EY1QYJ8v60u5CuAM+9ADopPn2NwcUlwoCYPWmSmPGSct61W852O1lPl+tMYwL5i85xnoaspjZ06d6gPFRSznBiTPua8SU3M+XlKU9ywbgCUY5Ipdxmm3kbc1VtomYn1q/GgGN3WqWiGlYEJRs9qjuJCTkmnSSfN7VQuLjGRUuRDlchuJAzY3YrMuDuJCZJpLm7y5RPzp1rb72O4mkkJK7LVnYoibm6n3q95kcKnatRw20aDPOfrUzKgHTIq9DVIqSB5vm5FR/YwSMvVt5Qqe1QNNlSVoGKbeNFxmmKrSOAGwopjTMcLjdU6/Lj+VAXJ02xD5Ovc0SOCRgmmCT0XioZC0hEaD5m6VNyLk9nCJLkzP9xeBU2pXIjjJB5IqchLa1VQcYHNcxq92XDID3rKciGzLv7ozSk9qdp9qZHDdRVJsyzAdq6fTbYLGOBTpwuVFFsW2+1KBcMBlakspCINpILL2NTovA9ayr/bazJIpxu6/WrmrDZHq0g8iTnkY4qew5iVvUVkSSvcJL5gIbdjn0rX005tVB6ipixxLqgY6c05VH400N8wpxkxjAGad7lDiBuAHQ06S4SKNtxwiDJNRtKIUy3U1y2r6kZJRaxnKk/Nik2TIgvbp9XvT2iU/L71t2Fr5YA61RsLAKynqB0rookVF6YNHQlFO6ypx2q3aqBAgqjeuWmArQh+VBnoKRQy5bFuy+9cZfOLnUCoOQgxXV6lcCK0lcnGBXG2WZpGkPVjmmBv6ch2AVb+7cBc9aSxUYHrU04K3a+mKV9SWdPoOpQ29sYXPlNnh8da0NR1ZLO3eBP37ON3PQCuUtWYqCOnpU17cySW4Y4wiYBrphX92xcZu1jCe1W4jmmkldSWyFXpUlrCUjyVxTEnX7GQ3Dk9j1q5bj9yM8msm7sZDIM/Sp7cfu8Ac09gB/DzUkBAY9his5iY1lOzOOatQfNCuOT0ph+6cdal04ZVkYcA9K6cJJ3sduXVOWoNgtEtnaaY/MxyD6VA0u25WeNCyNwxHSrlzp1zdvt+9F3Qda2tLtLGxtTHMNkZPQ8kV3VKfPGx341KpT0MY4RhuyAfXvUE9wqIpA5FdVfCzlt9oh3uvCgCuMmhy7RsCrA9DXm1aPI9DxJw5SB7oysQozUsMLM2WzV3S9PikcbjjFaiaTEbsB5gqdcHvUwg5McUY4UKAODS+taOsaQlmwnhYbWx8gNZ55UAYBrSVPlE1YjIyPfNIEHB6Cr1nHC8pD960bezszeje/HoelEIXHGJhgYHI4ra08r9mAz0NN1vTLe3TzoJOWP3BVe0ZvspVenWuuhT5JHXhFaoTzXDrLgdKbvjkYB+lNijJ3FqcsYwZByRxXbc9cUKokATpSbT54BPFKr7mwvWpim0Zk6UhjJApbB5HvVQiNZDhj9Ktkg5qJoQ1AEI+aMuwGKIhJKeUASlYbXEQ69asLwuzPNAzPckqUHWkitz1PWnJzgd+tTqOME8V4trHzGgqAJ0FBly3NM34JA6VCzfMaLk3FlkznaaxL24wQi8k9anvL4R4RB81Z0UbzTbz1pWFYWGHdJ05rTiiKYxSR24jAJ61OCVx3qkXFD2OEwDTJCSoweTUjcJ7VCz/KPSmUyAhivPNMwegFSNJ8uBU8caquW60E3I4IOrGnYG5uamVgMgdaQphz8valqMhLbEJPSpNLh812un6LwtV3zJIsKnJbtWi+22tViXgDrUS0Rm2U9UuQimuTupC74PJzWnqV4JJCB0FZKqZZwcd+1Yx1Ylqy5ZW3mSAkcV0kMWxenFU7K22xj1rSVTxzxXQtDZLQXOFJ7VkagUmtZxyD2rQmbBPpWdcFX4NKTJZmWkZkhjSRyX9T2rU08sgdG7GqkkRRxJjAFW4ZNyM/dRzUXEi+XAHAyKlii2p58nTsKqWYed2P8AyzU9f71GpXvzeWh4AxihvqFyjql8yrIUxWNp1r5kglf5iefpU9x+/kCjJ9a19PtFRR2pasC5BCsajBqyWxmmPH/tGhjtQ81Qyg58y6Ue9ag+4F4zWXZ/PeyN1CjitE/MuO1JCMLxK23T2x1JwB61j6ZF0qx4huDNeLB0WPn61Jpa/KMimM2bNMEVLdRnzAaW1Ug1JP8AeGetS9hMktB8gB6VV11vL0qbbxxVq2qj4lYDTGH4UQEjl9KLOybic59a6wfLEcda5nR0zIp7V1QTitDVCgZVfpSr8uM8UpHy4pJPu/SpYWJ1++AataYiG/ZZHKjGRVeP54Ff+LpTMN5kbBsEHBNXQlyzKw8+SomdDJq1tDlI8bh1NZv/AAkMYvIw0O6Pd83FSrpFix3TktJ7NipRaJEwMdo7KK9c+hai42OgjkjIikTbh+h9K5vULEQ6hnBLOc5PQ1prI9woRn2FPmROhqO5LzIszyhmxhVNYVUmeJVhaVmMXShEsZBJlbllB6VJ9mjWfdINw+7yelXIUTy4hLwwXcSD1qrIXjnViAY2O5S3SpjBLUnl0L8un25hDsu9QmFzXKXWlTCfbENyt3HaumlnucrIqAn/AJ5jowqnMoDk/cLNwmac0mDSZHaaWLaID70oGXBqzH5McgAVGDfezVtFhjlYuSpC8oTWd5b2s4kLhUZsoetNU4oNEbEkVsYWJjVuMfhWA1t9nllMZBT0FajG6Lq4kBbOce1VLptly3mEBpGxj0FaOyZrCXLJMohxu29N1TForeLad3mMeB2xTTCpcPngUkwhkYN1ZRxzWyPWTuroiEeZN6nFSSOzrtNQjhWPOanRsovqRTGQBWqVcipOKaTQAyRQBvA+bpUGyQHzM8+lW8gJk1VTzHmPPy0mMhEezdxxnpSFsH2qcqwTOeTVOVwkbEn868ST1PmHuDyKmeeKybm8Z3ZIxj3qCa+a5dgn3QcZp8IBYAik0HKRw2/mMSeSa0Y4FjUYNPjiQLkcE07ynzksCKaKHrkdeRSgEDJ4FIFC4Lmo55lB25wppgNll4IY8VVeQsQidTUM911QLlugq1a2pUCR8lj09qVwuSwQeX8z/ex3rQ06xa/n8pJAvHUiqZQyyiPcB6E13FnpqSWkBMYikQclK6aNLmNacLmLP4da2iD+aWk78VbiW2EY3rEHC961L4sigFww9PSuT1y8ikj8hF/eNxkUqyUAqWRnWsBOoXFzuVkViq4qLVroRxkDrVpYhaWiRKRwuT9a5nULgySnJribucz1M+Z2Zic9TV2xgLyKccVRRfMnA7V0tnAIlBAqoRsOKLajYoqYvhaYAHBJ4qKZgFADc1SZoiOVskt1FVcCS4A4FW0HRT0NV44/9NIPTtUyZLH3C5hZMg9s1n6aS7yxn+H5T71cnlzhI+WYnbU0sUenW8eMeY7DdU3EWbq4S0tyiLhf4a5yaTzJd3c1bvrrzZWHaobW3MkgzytOwiaxtC7FiOK1wnl45/KiJFjAUDg04jDe1aQQ0BByear3R2QHnmrBbCn1rM1GQ7QM8UpFE+nLtjMn9445qa8mEcHAwaS2BitI0br96qmoShkYDpUNknM3TGa9dz1zW1p8eVU9BWOkYkmYe9b9mg2pQh9DUgG2km7mpovu1FKMsfShkkltwg9azvEI3afJnsRWjb8AVn68P+JbKTSiBiaQmMH3rpeQBXN6R0XPc10ir61qjRC5JApWG5T60Uq9aTKY+ElIwM1J1x60yM9aeOxzSh8RlH4jcNlczoGWJFB5DbuaVNK1DPN/Io9Miufnvr1ZAsbnb2xSS6ldhdrzYPsa9mOx9HCF4p3Ooi06aGZJHn80g8hyOlQXc1ob8o86pgbljXniuZi1Kcuoeb5e+TUWo3qR3SXAhcshwW9VrCsn0ODGUmpXR0z30UDgWsJOP45GyMewoZ4bzYRMyFf+WbH5a42TxUm4hLKfHvSp4mhZsSW0qiue8zh97seiGFZIVKsVlVcKwbiqNzayysvmvFGV6uHzXMRa/bvwpnA9KsDUGb/V21xL77TWl5voWud7I3jcwwbtu+d8YaVz972xSZt7nDea0ZHRD0rDa4vWBZbGRVA/jOKdG+oMBm1RffeKdqjH7Oo+h1itbNGcFfM27d4fgVm3KiSQNNdIQoxhF5NZyRXhHSMH/eNOFvdb+RF+Zq+SozT2NR9CbzlYMiKyKOFB9KfBb9XJqJYZFcmQDb7GpmkCR7h0rphe2p6dG/IlIHQKg56mlGAVGajkDsF9Ac0yTchEm4EelWbFkmmE0ZyO1MU72IFAA8gAAPrRKCB8nU0xoyxD54B6Uk7ujBx930pBctalGlo3l79wC5Jrn5I3vpvJGVRuM1o3l4dYv2CLhFO0kd66G00pHsRGyZkX7jLXmOjzSPnnTvI5+Hwe8UO1RuyMqTWX9mMUzRuMFOM13rXn9n22y6DEKPmkUcCuMunW5vpZIf8AVM2eaKlPlQ5RsQoCW5ORUu4KCehp/lhST0Wq8s4Unj5axRmJLMrcFsH0rLvbrPA+Y9hTry5AyduB2pbO0ziWUZbqBQyWTWNmYwJpjmRuntWg77kweAOlRA5OO1I3OM9BUxQJG5oKwmSUyIkkgX5Q3eumiuHWTZIFRNmQCe9cFZyiG8idnZVU5JFF5cvdXUrmV9m75cnoK7KdVRidCqWRpajrqpcSrCuSDtJz1rGsi9zdNK/IWq0oVI228n1q/aILe0G7iRua5KtXmZjOVyHUbgRqVHXrXJzSbnYnvWpq1wzSYB5rIRfMcCudasyLlhB+8DGukXG0AVnWUG1V4rTCYrpWxa2F3AL0qtL+8YHpippG2rgVXYkn5uAKloaLCsBtHeqTv5d02QSx6U8SZ+VM7j0rRtLNYj50+Gkxx7VEhSZV06BVnkncgsMbR/dFZvimcq1uqtgFs1qSr5FyHH3GPFc74offcW/ouazW5mhI8zMM89q3LWMLGBjBrK0xkKqeMVtpcJ0UZ9gK1NESZ5FKxyc9aVQ8jDYmB71P9mypDycnoFovYG0VHkReM5NZ0yJd3SIufU026uPKupLcOC4GDUulJulmnYcdBSvcCxdyeWqIOgGKyrlzhsGrN3IWmyemapXPzCpYFayiDOWI71v2kQH0FZdjHgEeprahTamKpbCLKenaophhvapUqN/mYDNJ7CY6CqOuuBpkoxmtGPAOayddf/QHHYtURAytMxsTjnNdH/CDiuf00AAV0CcqDWy0NEOHvSgZPWlABpwT0FRJhcEGM04UgRt3tUuwrjvTTM+ppaTaQX1pKQf38blShpZ7G3hwtxaoGY4DVkafc/ZNYk3ErG65z7113261u7BpJMfIM5r16EuaCPcwtRuCMNtOs2YAQJj1xV+K1WFB5aDFRLcK6K6rkEcYofLAHcR7ZrWx1PUnmTco3IKoXEYBHyD8qtCQbQoDZ96hmO5hVWEoohYfdG0YqdGGR8tKQMoaiLOFPTrQVoWzskQrt61GIgOKht5nMqg4xVtjzTFYQKBSMOQaQtSg5Q+tADH+aowitlX6VIvU5ppba+RQA3cuzZnpVaV0dgqHp1oknlDlxtweMYpI2Yk/dG71pFLQQSHafSn27ck0GPEJNNj+Vfegb1Jx3PaklZHXbUckhEXyjJ9qagJj3HrQJRNbTbFNPUTInmwsvQjndW3Z3aOrbFClR8yDtWdAGaaSOa4DkHHHG0e1UJ7h7YmOwnUmYntkiudNRPDvYk1XU5bovbQCMxycH1Ws8aasdq8snDL2Faum6asERmnTzCT82epp2rukOkSNGUU56d6yqxclcTVzlpGyuAc0wWzF43lTCHrU2nwvd3BwoKkYwfWunsdPTd5Nwny9ea54UmzLkbehixaHBJG8zRggcpmseTCsVHBFdT4kQwWkf2Zgq7u1cxt+XDcmpnHlZM1bQarAgY6U4cn2qMMATgc052+QVL2BbCsVAJNNyuCAeKiJ38UGPC7j06VCbENRfOukjB4zk1bvpgin0AxUdlEELzN1bgVR1W4JUjuKykS2Yl5MZZCe9LZwlpBVcgvICK2NOg5UkU6RK3NSFPLRas5yKYFHFJK4WMjvW6NCGSTLcc01ydgJ6d6b/HRcf6kqDzUsCzafZYiHnljEnYHtVt9Tstu0Tx/nXIPbS3d7HAu7J5J9qS+00QIxHBXpWUk27Gb1Z2R8qZdu9XVvQ1ymrtbDUvIuQQo+7MOw9Ks6ZpGsww29y9uJYJWAHlsQVz3rW1rS5ZNOmjSwkKr96Z/X2rdYd2uX7N7kWljTIIgLVo3J7mrob5+U49hXCvot557i2Z1YkYwa3rKw8QWUauH86P8AiDis2mtCXodHiPk5waesm1cqQSK5yXWpoc+dZsPpTYvE9pysheI9RuWs2S9TIvS6+IpVQ5Ltk10+0W1goUfNjmuX0pG1DxBLcEfu924Gun1AgIFzkjtVIpGPcSEsKgdtwp8rZkyegpI13fjzQDLlmowBWmhqpaR8A44q4AM9OKopEqsMD1qI8y+1Sqo61Gq5c4qXsJonHyqaw9fbFgvu1bUhxEfWsHXifscQPUtUwCxBpyjcvpW6OAOawNPjIYGt5Fyoq2y1sSAZ6UoZlPTikC7STmncHGOtTuJjvOOM9KlWQ7QTUQwByKcuNnv2oIZXZle+Cnowq/Np12Y/KiBWFu4qnj/Slbtit+G4d9saDOO5r08G9GepgZboWytzbW8cTHO0YqxLGu3cMZoBJYq3UU+XaEwK7T0mUVmJfd/dqZU3Nu7GqzKYySehpyXOxNpPJpj6EgXMjDsKWRPlOKVR8i+pokDBDigRXRJN3FSeY44qNHkDcCrGUxz1oGxoOetPHA96Q47Uwkg0CEkYjpUGZHbavWrAI702VwkZaMZagEVxC275+tPeAYGKYkju/wAwxVogheKRTIVOSY+w5qOSPYpbvTnBTDd880xpxIw9BQCIgXjcKOh5q4seVz3qodzS5A4q6jYT3oG2XTLY3QMnmGGR/velOhhit3D20tu7njBNYyHahBwc8haqs3IZMZU9K85VJRfvHz0lKOkjsLW7f7S1rKo3Rruf05rltXvJr/UzGY/3UZwVXpVq/meW1i1G1c5A8uUL1FWdMt5FTzbgFFfhgOTJW1+bYpSuTaVozwzB2/1LfMADyprdvTbW9uWmOxcYJ9qzZVMIDQllj9M5wPSszWNXS7kiggOF+6+RV6RRd1Yzrt1vb9lt3doAe/SpTpcaq26Te2MjFadlpaRI7pjYxwS1R30aaWOJfmdcCuecW9TBo5fAUe+avw2LyCOZ1IipLa1NzMeAw75rqrazZbRExiP+7msVTbJSZTGmWojLRopZl6Zrl7gbGePH8WMVtawEslk8uV1nJzgN2rEiTeTI2cdaiUWiWyZkby44U4brWHqkLJvJreEZEDzA/ODxn0rF1W53b02de9YtEsyLOEySZroLaMIoFZ2nINo7VrqqninHQpIeM7ge1Vrhsvirh4Q9hWfI2Xz3zVoBVVt2SKlZPk+YUZ4FMnO944l79aTYibT7cxGS5fqw2r9Ko35E8ix43BmxgHrWjdSi3gCL93GMVj+btkjcfeVsjAqYy95CXxHqGh2i2elwpOpjI52Mc4qt4olFtpxRZtqN1yPvVX066h1a3IkuXCpF86Hr9axtb1l9Rg+xIgWBT8pPXivTc1yHW/hI9GkiNwEeHcxHytXRo+6MjYFI4wa5DTJRDMJHGSvIPpWodakcnK/OehriZg0ivq7xySbDGnHeuavbCCZhuVfwrXu3ZpCx5J61lXB/e7R1PFZyIL2i2aQW8rquM9KbdyE7uee1aAj8m1RRxleayLs4ycmsxGezbiPXNWIVwRVTcN2fetGABsHHNMaVy/b7ttTLTID8pzUg71Vi0rEqngikiHJJ6ZpM7SfpSp9z8akmW4lw3AGOKw/EGTDAM/xVsXLYmjTPGKx9d5EXpvpWcQG6cpyRW0udozWRp+S2VFa8bfLyvNK5SY8dRT+ARSLg04/MKpC3GsQc0qnimbSM05DRuSxNq+Ypz7VuW0yxEqemwGsIDDc9KuQkvISTxtC16GE6no4Be8zTjnkdztU4qcfNyRg1FaxhE5cfnUy9GOQa7z1WRyBJflJ6dqqSQ/ODtzjvSK58yX1zxUyRO6bt360DQb2XBZ+fShnlkX5GNMVSQQ3WpCfKzjpigBIZiHKnrTyoyfWq4GAH6GrAORmgBQMUYzSZpc0yGNKikVcnjg0pNMdiq5HWgpETSjzdo60TPLCoO7iogwL/AO1mpnUso39KRRDJ5rtkPkHqKFjTGAu31qQj5tq8VXnjkhkBzkfWgC0GRPkDU5hhSQc1V8wGYLjnHpVplwo5wKRPXUqw20kQBdtwbtUdzbSwhnQFlb86tQTCWMhjyKhu5JQAg7monTU1Zk1aEai1GaFPJFcMZlxbvw6noa6d3MlmwspI2ZuQG6iubOIQEP3u9NM8kTrsyuf4hXO4yp7Hk1cPOk/I0JtWubfZH9nZAF+Yv0PvVqyjtZreO5uPLAZ8DbWPJqt5EoBSO5j/AIkcc/hVjStVs767FubTyJOqjPeiM1LcwjLU6m7sWkV/K2gY6dK5HXb3z7mO3aLYIiAxFan9qGGxuIpZpGuem09qjhso7uGCe5G75sNt/rVzV9EN66Is6Xo8ZLMS6o6/JzV6GSTSoDHdfvFz8rKMkCr1obZFCx/db7tY2uauYA0UG1g3ytnqtVyqMS0kkY2pSxajqO+BDt6EmqzjdcLCmFAq4q/Z7QTMuEb+Ksl54midzuD54IrhqNtmE0Wrp0jDIGBGOcVyl/L5syoBxnrXTWWjz30azvL+7Y9O+KzoNDLa9Lbrl0jbPPpWTptk8rG2tsRCCikjvgZq4q4YY5ro4lhXdBCiwoy/xCsGO3Zb5l3ZVe4qGrBsDRefMsG7aT1NTy6H5dq0vzM45GO9XY7NJEQ8q+eT6VNdyX9tbyNHsMa8fNVxGcszbcZ69wR0pbNfNvHl/hjXiobhjnlvmbk1YQfY9Pz1aT5jWUjNlK/n81m+bGDVW0XfIOuabMcrn161padATFnHJHFKKdxR3NSxuPsMpkwGBQqQfeqzEEsdvHTFL92IqeXzzSrFxnNats6HLSxXZNoJycmmLJhxycVPJkkjrVZl596VzJsnLLJHnjNZscPm6nGgOcNmnyymOMmptDTzPPn79AalisaN2wzt7Vz9++WKqOK1rqTgjI4rnJ5fMuMDpUisLHz8uK1rUcA4zWaiHIrSgB2elWax2LqGpEIINQJwtTxrge1UDAtluBV7T7YX10tvuCE85PtVKMgN71r6JFDc3jpOGVgPkK9qKUeaRMNWaF94Zja1UxsBMOhPevP9eHlSRRNgOHOQDXqTWFz5SQfamCjlm9q8p8TxCPXRAHLhD1z1revTsi5xsWrBSpAGBmtULjOTVGyT5FyOa2dOgjmJ8xuQelci1MymTjpT84ANaWo6eiIHTsM4rKXHHOfanyjHF6A2B70hApKNg3F64LcVdt1H2VTuAPUe9URywq9bANDGfwrvwj1PSy/4mieO2lnwQSoq9DE0Y2k5qCIyJnkAfWp1k+U5rvPUlEjeLEwxIAD1FLImxhzxUGTIzvn7pqRJVmXGeaBLQkZdygq4A9Kcg+Qhhn3quARlc1YDgR470AVmQtKecLT94UH0FRyNuJUdaahZwVIFAyRJlc8U8SZbGKZDEVJOBmnBn8z7q4pksY06iQJ3okOSF9e9MkiPmhuM00uzSBcCgaG/ZzHKDnNWS2/5DwaYrjcAaJeu4dKQyPBLZZxmnNhwAePeo5ColFJczoMKvWgCSOJlk+9v9xSXCSzEKDtBqCJj9pCbmGRV2ZvK3Y5x60gSMgrII1lQ9auwkzqNx5FPs0H2YCRaJnWH7gxTHzCG33SbnOCfWkdEA2sRimSSO6q5NPjty+WkPFJpPRilFNakWCWBRQcn7xqNrdftkU0f7qSNt27+9WlFCsajPI7VVnVRKPlyK5p0OsTza2DT96BbvtJlv7+31GCXZHKP3q+hrWiI0r9zKgVDyr55dvQCsSz1SWwlI2lomPIPapdSgTXZYZ7e7ME0J3Ro/TNOM0lqcKvF2ZbvZr2zuXvIZVddvKNxt9qq2MD387XskW7BywbuKpR6Xqzaist5+8QtliG+U10FtflL4WH2YB2G/rwFo+Id7sg1O4szYBJAQN3yxgYxXMWltHeasyAt9nBwfrU2sas91rE9msDyNF/zzGcVd0K3tbeOK6+0BpJxuaMnv3rNwvKwraliO0vNMkl+xFpYDjZAepPfmobS5kOqs0sJhkAw+ef1rfurwRWfmowQsCI2I4zXKDULlLp5JSjbm+baaKiS0Q56G7cSq9rLJDGMdN56ViW5jhKmckBz2qxKrvaGS3kJgY8p6UyG4iaNY2AY7tuK5Grsy3NG0uo5WVUHy/zrP1y5dnNtkqe5B4xWva6Xug3phVPQjqKxdY0+4ivlTa7I3JZuKpwajcHFmWLKWTa/lny853mo9VlXcsacYGK3rkfZ4xDG+6ML92optLhe187G9zFxjtWKhzGVjlI4HuJgsYLEdRXe6ZbwLYq6IokAA5rD8O2uLjzTgH7pBFdJdQxiIqDsHU+9EVbcpKxgX8JiupSWBz3FVHfAxUs7cyHduGapsckncKGm9hsaZtrEYqq0pMlWCR8xHXFTW+kTTkN93IzSJMe8fEe08kVqaWPI03jjdzis68t2W8EOfmDc1sOgiCoOy0mMz7k7ISeuetYMH7y4I9619ScIpA71jxkpOHXp3pLUa1Nkx4UFRVhCCh9amgWO4gVkPPpUnkBRwKrYd7DE+bFWFUkc1EqYORVhBnJp3C5Ag2yVteHf+QsAJvKG0/8AAvasU/LMaekxhcSpw6nINOlPlkEdGegyX0ckwhUbm29B3ryHxA4l8WSosewKMYznmu0n1tn0WSeOMJcR9SPT1rzqwmkvtTluZSWdm6mumvUUloXUd0dPAD5aY4OK6XTIEeyLPFtf1rnIwFVcmujsLqL7CEjYmT0rjp7maQt7aL5LM0rH5eFrA64PQiuiml8yzclgrgd658ncea0kNgOaCPSkzilB46VmCVhIzz71atJg0RRxlQfyqpEcyHHarWkJ5lxNGf4uea6sI7SsdeCnaqWE35O1sL2pyO6uQ5OKne38uT2FTMiFASM16p7nMRBOCF6N1NNEKxNkOMU5rgcIgwO9RHLMB2pEsdLIANytkj0p8WWXNIsC8YqQjy14oJuMCbW3d6hjG5mypHNPVmLVKi/nQVsLEirnJ5pTjn5DimM2GpzSfLTIuRyICCetVkJWX7pzVlTmmP8AId2OaCkwgRmJ3DFLdfJHxyahWaQvx0q1t3r89IbZV3gkZXmlMSMwPf0p3kckg81VG8TNzQC1LLBlJlyFwMYNVHea4kBP3T3qZZTJ8j8nNXDEqwYHFA9g3EAAjiq15wVwKkScNyaVnWU4xz2oEQxhSuZOMVNIMxDBwtMZFYlW6LTlO9Cq42igoVZFUhWPHamzMisCelRSrEwG1zuFRgFjhycUEtE7+VOo9aif9zjcxA7YqeIRKAAuTUxVSMEZFZzpKZy16EanqZ17HJLblUlkVmHHPFGrJNqOhwzWjst9apscKeSKnltWAPktkf3WP8qzlvZtMut4QgsfuMPvVyuE4HlzoTpvXYz/AA9p17bXDarePMtsQdwjOWb2rcvY5b6zlksIUgm2Ywy8qv8AjWlb6rZSxlreVIXKndFIvy7q50jxBptvepJALoXBz58ZztHtWylZCQt14nvbfR4NLvLPy/lxvbuB3q94diS+jW7mQ/ZV6kDvWLp9kNQvbdtXu5Sqr84kXCgdq7jSb3SrdLmwtkH2ePv0DfSpUOZ3ZVrktyI4NIn8oKio27nuKxdO+zX+pR7hsOcgjpmmeNNQjtY4LazhkLS/Puzxj0q74Ttf9CW+uJUVSfuEdKn2d5CUdTpPLnsmfyxuj2/KD61i6nPf7P30cMUfqxya6Pz4vJd0fKqOSegNcleO98ZLu6aN7eBSVweGNXWS5bDmrIyy3lmGPdvDNyw71dms7uKKVba4CptyQ4zis7SxJeX0kodUji/hPatrU5EGn+ZKZACcZRfvVywhZGXKZukTXCKsPkjnJ3+taN5PutvmchvSn6b5l5blreLaq8c8cUzW7cW4Qpyr/wARqXC5LizOtbX7ZcLAzbQe9bFz4ejXTpF8stIoyrCm6JZwurLKHLFch+1aMzX6W6w24WRxnJk44raFNKJcY6anEWtmXuvLnRlbHIrfgdrGELJGXGe3XFVIZQb2SSZh5jNhgOx9q0bmdYYWkYg/LxmuaUEmQ0jkL+WG710NCuAOtWp25zWh4d0z+1bua/lVdmSoX196r6xa/YLryuAjZK4NRKGlxOOhzeqOTgKNzGqiWkscg8wYz0rVj2m7XcMpnrV/UUtmhV0YGQ8DFZwvcEjPgDwbShxWhDfI/wAso2n3qrGMRrjjtmkkjBUknNN7hY1xGrp8nT1poQx8Vm2008RznK+hrRivonUh/lb0NOwrWIZF+fNMl4UjtU0gGQe9QyBmI+Ws3uK5U1G5eDS51DH5kxWLoURUAkZJrW1tGez8tR1NM0y2ZAOOKtMd7mp0284q3ZsElMhJBHpVZlyM00HY3U4poZbuL57lShAAzVfPyj0pq9TTh0xV2uUIetOHSjbk0nNQ0K4QNmVsVY0+QRajn6r+marWwHmsQetPLeTdo6jvzWlGVpoqhK1RM6CN4pmbnmlkKhcCqsTpksFAzUhlG6vZPoSsOGYHjNToBt96JQGXcByKiJKgc80ASqWQ8mns2VqNpBtGetVizFvvHHpQFiYTojc1Iku7NV4ljkkwwzVnYq5wKBNjG5anlPlpcCgk+vFMREvBpC67/m6VLgU1kQglulAEPBf5OlTF9q/NVR5Aq4TOc9acoJ2mRz0zSKJoxulJzx9abJGhmOD3pqyBYjgUgO5Ccc0FkeQLrCDIxV0Zbg8VFEERdxUA04SjJPagkRIVCY71EkZWXPakt5d7Fc8jtVr1BGDQA2SRUVycHPGB1qmFRkYrvVie5q1hT1UB6j8ohssMigEyII8cKkkZJqaJXfG7bilYK+AQABUsWwqeckdBQNjxHtHBFJUXm4kZcbQBmkE7MwAXigixNTJIo5VKyIGX3qXA25zz6Uw52k0aCcbqzMa40FWk3wyEA9VY1HFcX9lM0SyFFU4Ge9bYfNROsdzvV0B29D3rKdJS2OWphVL4dDNu9Uu0tJZGjikddvysPerkc51axlWGNEv7bD7E4DCqc2nyCOdw3mblwF7k5FQWl3Lpl/56/wCtB5B71haUdzglCdN6orNr+p6z4itT5KA2527NuQPXNdvLDbSw+VbKrToQ52Hjd6VFpsen3F29/aJGk04/ex9Oag1I6lbazE1pYRmxVt7/AD4LGtYyW4KSK2mXevWqzWM1lv8ANkb94e1S3moabaeH7i3uG2yr8qxkck1BNd6i3mN9raMu+/aOdvtWZfT2XiCaJboIt7Cw56CQVLkpMTlzFjSyk1hH5cQR3XGM8tTmOpxQxRXLYh3HYRznmk1Rrq2a2ns7AyMvDhBxisuCfWJNWNw1tP5AkykDg4AqJJEnommWzNp6vkox+99Kw/EeHmjt/OLFR90VpyXkyWDXUarjjzIkOSorlf7eF94jjkt4Vwflw46CqsrFI63RYBa2CN5u/d2J6Ve1OVVsXdZBHuHDY71mMsbxyC0KGeMFc7uAxrAvtWv10k2F3bFScqJc8GqbtEG+hFa2+b0urbwTl8dAaua7HNbaXh0yvYmrvhe2NvpLXLIJC56d6n1S3i1SxCPI5k8wBUHSsPZX1I5Ct4Y02e30cOspVZlLBcdKyvEsZgvo1dzIxXvXaw+VDaeUnKxLt2iuA1zF1qX7ncTtPBPSlVhaJUkkivp1t5jkbd2TXQt4Y862OU2Mn3Mc5rn/AA6Lm/vjGoEYTjn+dehQ3N5FHOkkHm7ANhT+KihST3FGNzz17Zo5TFtYMpxjHU1GUxlW4I9a66fYbkSzW3l3CjAGe1YurWwjdJsqd/8ACO1ZVYe8S1Yo20QaRQeV71ry6VB9nLoBk9DSaHDkvvjUir1zZuY9sGV56DnNQoi3OYZnhlMb5O2popQ8hUdhmtC60O5itDdMWLE4KAZIFZkKhZGz121M4WIkrFTUSrzRxE8sa0rSNFi464rlNbldtZVEfaEHatzTRdTjajfd65rNRZKRp7Rj3qIxnr2qWeKWFRuOTUJlIA54NVaxdgKFQKaTQJTnnkVJlWXPQ07gC9OaYe9OJ+WmgYoeorBYLumKnP4Vaa0UuC5YcYyKg08f6Ua3GhRlGRXbhKcZRu0engaUJQba1uRRxDAK5I7mnOkYwd1OaRI0Cp361XkbLYFdx6NtCQzIEYKQTTIwZl+cYPtQLfAzjrUyJsFAhvkgY5PFQkMsuMfL9KkaU7qcPmYGgfQVECsDnmnspzkDIprnFOV8L1pkjfrUEssiH5VBFSs2WprrkUAhoeQ7flHPXirGwbcmqjTbAADzUsUrSDBNIqyK7Od5UAYHQ4pwbeBuPA9BUk0OB8o5NV5leKPigESiLK4TJHc09dqHZnOKqxTOiA5qcMGJYc5oKehNKoaPiohH8mO9So6uSucHHSmMfLUuTz6UEkcUaJKHHU1JIzHLDrmoCNloJicHGatRENGrNxQMiyWPIwakVD3PFSEqRkjBpCNoznigkiuF+UBByaao2SxlecLg1MXA25HHrVeJwHkOc88UFEoi3M+7rioSfLPHIpyu8kLsRgngU2FXKYdaAJkfeOOtI0pVghpUhMTZFEsRYGTHNAEcZySKkSLYhc9TULxyKRtX61JJPwidqAI2VivHrT3tIpoVMiBqXnzwoHy7amJK4UDilZCaT0ZTFgqEGORlxT5I7lhhboqPpmrHSlHNLlRg6FPsZqWF5JuH23H1Suf1Dwvf/afPjuUY+3ymuwdivIHHrUM5zt560vZxE8NTfQw7C61WyXElw6hezjj862xrl7Pale3TcB1qcGKNQCRyKYI4WiKbV2nsBWU6LezOaeBd/dZDpV6dPkd9hkjf76nnNa9lpuly3TXlltWVxlkPUVl/2dCq5R5EJ9HNRSWM6NuSfcQM8/L/ACqY0pRMnhakfMta7eS6NeWhgspXtvmknKr/ABY4rlo9ea91JDfB0t1fcAR0FX49W1u3umDOrwDqCN1Xl1q5lALWdoAO7IKmozCpeOjR0OnapZvJMsDA2caZD4wM+lXJplkCS7NibcgdDXL2GsXs9/8AZLtYfskwxiNdu2t26tZpLFYbSRSyn727PFXGWg4yuipcrfQee8cyCFk9ecVy9ojww3VywZnUH73ce1aWtxa1OwBtiUAwNh61UvJimnGO6UwP5e0I3espPmM3qW/CMMtzMJhbttb/AJaV6ApHkj5unU965Tw15C6bus5yqhMNu7N7VoC+awuMzFygjC49T3rohaMTSOiG6hIks7NM8YCcLg5J+tY17YTX80cVtGM4zu7U24vrS6unVEMfnHG7FdDKbm2igj8tiqgHenVqx5OdiauYltLDp8bwy/JMnb1q7by3Mu6a3TeY+SDTtYgtDIrlP3zjoat6GE8lmXeOeR2ohTtIIx1GXl9K9kDDavvKbj7VyITZI5I+Y85rttVl8i1cgqpIxg1xZt3uZ2ji5DnGey0Vad2TNXZHN4UW7szdxw/6STkOW4qfTtMaK3MisRKp2uvvWxpy6wbEW7JEGD7AT02+tWEt2s18u4kR5c5+UVEqSSHyWMm8kcIwaHdgdRWC5287uvNdXqbFImxxkelcvIhdgqjLZ6VyyiyQTdKwCAsR2ArRvNOns7eOR+Vb0HSrmjQ3GmyNcNbmVGX5iP4a3LvUY57JTHbvJK65C46V006F43ZXKclBE0pwoOMU14ym5SORWrZboQVmj25yTVe+KPgoOc1jJW0M2irp2DdqB3B/lW6VOysXS8DUVYgYAP8AKtqR88Cu3CK0D1cArU36lDku3PSnqm7mmHKuc96nTgYrpO4VXycVKcFagK7TmnhuKCSIJl6mwFaqss2xqdHN5hBoGyaU01TxSNzUiLxTJIed1SMflprDDU2RsLQBE8RPPapoABUZlDKFp6LgZpFEkjYXOKilHmw5xSPKD8pqbcqQ4oGijsJjIx0qW3XMX405nVYmPciksxiDnrmgcmPIZMOo56dKJYzMBuOKlPAA3c+lNDl5GU9qBHzk/wAS/FzpsbV8r6fZov8A4mn/APC0fGW0L/bHAGB/osP/AMRXIUVpZHme0n3Ov/4Wh4y/6DH/AJLQ/wDxFRXXxI8X3ls1vLrUqo3UxRxxsOc8Mqgjp2Pt0rlaKLIXPLudPe/EPxZfwCKbW51UNuzAqwt343IAcc9M4/Ki4+Iniy6tngk1iVUfqYo0jbrnhlUEfgenHSuYop2Dnl3OjsPH3irTfM8jWrlt4APn7ZunpvBx+FLD4+8VwXcl0muXTSSbtyyEOgycnCMCq/gBjtXN0UWDnl3OnuPiH4tuZoJZNbnDQtuURqqA9OGCgBhx0bI6+povfiJ4tv4Fhm1udUVgwMCrC2cY+8gBPXpmuYooDnl3Onk+Ini2SwFm2t3AiCqu5VVZOMEfOBuzxyc5Pem2vxA8VWcPlR6zO67t/wC+VZTn6uCce3SuaoosHPLubtr418TWdylxFrt+ZEzgSzGRemOVbIP4ipJfHXima9F2+uXnmBg21X2pkAD7g+Xtzxz3rnqKLBzS7nX/APC0PGIORq4/8BYf/iKP+Fo+Mj/zGP8AyWh/+IrkKKVkHPLudc3xP8YsMHWOP+vaH/4ik/4Wd4wOP+Jv0/6dof8A4iuSoosh+0n3Osb4meL2YMdXyR0/0aL/AOIr3nQL6W+8N6XcztvuJ7SKSR8AbmZAScDgcmvlqvqHwgiv4R0XH3vsEH/otamSOjDybbuzaAPl470wTYT5vpUjhk45zUUsYUDd9ak6hsUIEmccNUd1ZRNhclc+nSpg+Uyv8NDqZRu9KlxT3InTjNWaKkdmyzqEmVT0+7n+tTMl5bZ8qRWPtlacA2fN9KlXLDNL2cTH6rTS0RRu9VvoLcb7l1A9Rz+dYsVn/wAJJA3+kt9qjf5Nx+8K6h41dSrqCPQ1ly6KBOs1pKYGXkADis5Uexy1MI1rE6Wy0dLTTI4RI0W0b3HdjUbeIYTpvmbVaVXIEbr+tVF13UrO3AuYVnUd+9P/ALY02dVMlhiTvxxUyuo2OaUXHdEGmT2kupvNeKoU/MgxwDXRQaqyW4eVTnftjDDGRWCdbhUkQWcQPQE1atdSF2GgvG+Vvuf7JpU5qKFzWJ9Xgjk1GGSWfYxGVB6AVfVpoLPEIiAU8sO9YE+lXMl6scjtIrfKsnbFa1wx06CNpHxEoCj3NXF9Rp9TJ1LVXu9PMTKySKxyzjimWKNb2sRVTIsnJwOc1HeX3nahH5sJe2jYZAX71W5rgtMslswQbgYw4wD7ClHVijqzprJU8kAhhJjOawtUthBqIfzJCzc4I4q2y3Kwh1l3TK24AdMelUrua6vLpXnTy49hUH1NXVtY0ZatrfMS3EzpIoP3apXek+Rdi8jCFZOQnpWpDbRNp8cUvyOORimagohtV+z5kePg461Hs1Ymw3Ri2ZVkK8/w1psgiyyxqSBhRWdp0rhmcxkqR8rd6X+0mhliNwvyNnIq4PQZCsQyfOQZY5wOaQ6VBcKfMUxj+A5A3VSu74PdyPCG8sdK1nSS5s4mjcEAZAPrWCpqTJtc5SGCS11FUniZH5Az3HNa3kTk5EEpHshp+trMgtXmZZJc4rYjuDBaI8yqDtydtb01y6HRRrukuVI564XHysNrjsRzVfdgDmr9/GftbyYAUgEYrOMR2KO4bNa3PRpy548xZBylVZVcvxnFSJJ8zDtTi26gohVckbh+dWVVB93B+lRmPdxT1TyYj60AOJUckgD60B1PRh+BqpDLlisvSpHZoxlFOKAsSl17sPzoyp7iqoR2PzDgVIxjCE55ouFhzqoYbcEn0qt85kIO5R708b0XeOg5qWKUOpkccUDGouNpHzHvTpXwwBGBUZmczqqDgmrEkbn74oKIG5YccVOHTIVcdO1EYTad3So/NiWXC0EssZEeS3TFVo8bzNu4bnFFzKWlCfwsMUiQYcR54FAz5MooorU8kKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6l8JgL4O0Mjj/iXwf8Aota+Wq+pfCn/ACJ2h/8AYPg/9FrUyOjD7s2Cc/WkPzdeaKKk7BAAOgo6ynH3cUtCdTQJFaY7pFVeB3FMZyG4PFO/5bGo26H61JqloToS3ephwuahg+5Ux+4aZmwzuUdxVXykcsJFBHvU8X+pWoz1ak1dCUFLcrLDGOUyKb5MpzsCsPypw/1Zq3b/AHRWfsoszq4am+g+21m7sI1SWMPH1w/UfjU9x4ls5oQslshOc4LVDcf6k1jyIu4/KPyo5EkcU6KitGdCPEB8sFbOHb271io9zq2vW0jzKsUbltmMjpxWZ0k44rc8KjJuP96so7nOlY6C4eawt1mceZuk6J2Wse6ubm8v9tqJjF1VWHGa69lXyB8o6+lRygAHAA4p1JMTZlvNMEhkv5Y4FjOeOSabPPcwRStBFHcRTHesgPIz61j3Z33Dbvm+vNaWgk7SM8VmpsSkyPQ55p7mTzMkJ1GcYq+W/eRpcom6TIBPapIFUanJhQPwqHXvvQ1tEtFG7uFkm8tIVyh2kp3rSjvfOuofs0eYxxIOgFZGmf8AHyfxrUvv3dqdny8/w8VKdmZqTTIb24tpoZEvCYpI2wo/HtU0eyazUpIzr91N1Q6yqmGMlQTs9Kr2n/IKi/3qpSdx31IZknilZJXDJn5MHtVW4JGMGrU/+tP41Uue1bLY9jD/AAIibooB5NCMfNC54pT/AAUkP+voOhotxjbvHekZspj3p38RqIffpkdRpUbm4pGcE/Kc4HSpG+9VK3/1sn41LLiKHkmLDoParMsCm3AB+ao7b+Oph98VSJZTWSRJPLI4qYbSrJnBznFJP/x8io0/4/al7miWhOi7WJ71YEv3QTk1F/H+FN/5bCqM2TSLuYv046Vn/wCsZ+xFaMn3/wAKzn/1xoKiPjYup3dR0qaKf50XHPrUEfepYf8AWpQDP//Z", "path": "029943.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029944
Women Tops & Tunics
{ "bytes": "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", "path": "029944.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029945
Women Tops & Tunics
{ "bytes": "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", "path": "029945.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029946
Women Tops & Tunics
{ "bytes": "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", "path": "029946.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029947
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAH+AgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooqCa4WIhMF5G6IvX/AOtQBPRVCS4u12/JCpZsBSxJ/Srw6UNCTFqOaJZomjboR+VSUUDKUMUrTeZcDmMbU56+rUqjyLvaAdk2TjsGH+P9KuVDPD50e0MVYHKsOxp3JsQmK2VTbDanmZIUHk+4p9tIzRlJP9ZGdre/v+NQJbyTtLJONj4CoVOduO4/Gkt5WF8VfAdl2uPUjoR7EfyoDY0aKKKRQUUUUAJWVqOv2GmS+VcS4fGdoGa0pH2qT2FeSa9eG81q5kzkBto/CsMRW9lG6OjDUfazszsZfF+mJcCaKRjkbZFI6jsR71OfGmmbch3+mK8xbryaRXPI5xXD9eqPojuWX0+7PSv+E500MVbzAfp1pbTxZpmZHebDyNkjHQdAK8slciXjPSljdgc801jproDy+m+p68virTD/AMvH6VpWuoQ3cQkhcMp7140kjdSTXWeF9RMTyQM3DfMta0MW6k+Vowr4NU4c0WehiQGnA5rMgug2OavRvurvOAmooooAKKKKAEP3azrOfyoVE+FDkssnY5PQnsa0e1VLcBGktmwdpJUHup/+vxTWwnuWwQRkdKihiECFA7tyTljk1H9iiH3N8f8AuORQbONuHeVx6NIcUtA1JUmjkdlRgxXrjtUtMSNI0CooVR0Ap9AwqrdNmSCMdWkB/Ac1aqpH++u3l/gjGxD6nuf6U0JlsdKKKKQwooooAKKKKACiiigAooooASlpKq3LOZoYUkKB92WA54HSgGW80VRMdwzCOWVtg58xCFLex9PwqSzZmjc7mZdx2FupH/6807CuWqKKY7qiFmYBQMkntSGPoqn5883MEYVf70uRn6Cls5ZpVdpCpXdhCoxketOwrluiiikMKKKKACjNULueaCVChj8oqc7vUc9fpVe0umiknkuldNzAk9VXgce1Vyu1yeZXsa9FNUhlBHIPINOqSgooooAhnlEMLORnHQDuewplvCYwXk5lflz/AE+gpso828hj7IDIR+g/rVqmLdlSPEt7I/XyhsX6nk/0q5VSz6z+vnN/SrdJ7ggooooGFFFFABVa4tVnkikzteNtwYencVZoouAVBPcJbqrSZCltuQM4+tT1FNEs0TRtnB7jqKEDIRqFt2lz7gE/0p5uovJMwcFB3HP4fWoo7kIBHckRyDjJ4VvcGmXMdsjC6c7QnzHB+U+5puyJTbMjxDqlxZ6ZJIdkTSDaiHlua80yzHnkk81r+I9YOqX5Kk+TGcIB396xmbgEnHtXjYut7Sdlsj28HR9nC73YMB3IzTQM+1G4nkCmY5559hXKdhDKN03HpT1Q+lNZlSfB7rUqgZyKYIkTKkZBxVu2uPs9wkqn7p5qqrY70u459acW4u6JnFSTR3Fhq4bHyS49duRXS2N5HOm6Nww6cdq820u+8mQRseCeDXXW1z5ZW5U/d4kA/iX/AOtXuUakakU0eBWpSpSaZ16NkVFLcxwkKcl2+6ijJNQfahHAXA3HooHcnpUtvB5YLud0r8u39B7VqZXE+0zj5mtHC+zAn8qnilSaMPGwZT0NPqpANt5cqPu/K2PQkc/yFIC3UE8AlVSrbJF5Vh2/+tU9FAyrFc5cRTL5cvYdm9watVHJEkqFHUMD2NQeTcxACGUOo/hl/wARRoLYt0VV33mP9TDn/rof8KTyJ5RiebCnqsQx+vWnYLiSzNLIYID838bjog/xqxFGsMSxoMKowBSxxJEgRFCqOwp9ILDJG2Rs3oCar2ly0qhJQFl2hsDowPcU69bbYznP8B/lVZw08aLbjBQDbMeFH09f5U0hN2ZcnuIrdN8rhQeBnvUo5FZVqi3FwXf5miOHLHJL+3+yK1aGraDTuLVMyTvLJ5Qj2xnbhs5Y4z17dauVVlt2Mhkhk2OcZBGVb6ihAyFprho2n8wQqn/LNkzz7n/CrkZZo1Zl2kgEj0NVlhmmdWudm1OQicgn1Of5VdoYIKKQkAEnoKxmDRut27yAzZA2nof4Rj36UJXBuxtVFNCkybHGRnPXoarwTzLsjuVAkYcMvQ+3sau0tg3KTWjuNjXDtEfvIQMn2zVsKFGAMAU6ii4JWE7VTYfaZyp/1UR5HZm/wFWZX8uF3/ugmorSMx2yBuWI3MfUnk0eYMLwkW5VThpCEB+tTIixoqKMBRgVBd/fts9POH8jVkU+gdRaKKKQwooooAoalHLOqRRJkFtxYnAGOn61FYwef5k1wC0nmfdP3QQAOlalFPm0sTy63AUUUUigooooAqD/AJCbZ7wjH5mrdVLlSmy4UEmPO4DqVPX/ABqwjq6B1OVIyCO9AkV48Q3ksZ48weYv16H+lW6guIfOQYO11OVYdjUaXW1hHcARv2P8LfQ0w2LdFICCMg0tIYVFNMsMZcgnsAOpPpUtULt3W6t9q7gu5yo6ntx+dNK4m7Emy6kXLyiLP8KAEj8TS/ZpR0vJfxCn+lTRTRzIGjYMPamyRF5I2ErKFOSo6N9aBWIiLxfutFIPRgVNH2l1X97byD/dw38qmkmSFN0jBR6msbVvE1jpiEGQSS9kQ5NS5KKvIqMHJ2iXLnU7CKFnnlVUA5EikfzFed+INdTUJjHZp5NsOOBgv9aq6tr95q8pMjFYs/KgPSsrBBxjOa83EYrmXLDY9TD4LlfPPcd05GAKjwM81MIyV3E4FVZyTlVGPesqOElPV6I2rYuFPRasjuL2OAYHLe1Zsmo3LE7BtFW/sbSN0olsihSML8zdT6CvRp4WmtkebUxdSWt7GZ5txK+S5JHFTx3F1H1JI962bPTg7GIR42jOQDj9auHRjj7taSow2aM416i1TMSHUizFXTBBxV9JA5BBwKbcaO8bmRE3Z4Zf6ioEjZCRG3I6qRzXJVwSesDso49rSoXwdp3d639I1hUIhnPBGMn+tcqs5U4kBU1YDZGTXHCdShPU7ZwhiIHpOn3xZLZpkfyo84fGQT0B+mK2476SZQ1vCHTs7ttB+leZaZrk9gVXO+L0Pb6V1mk60lxK62zRopwdrnkHvgV61LEU6q03PHq4apSeux1skwhgaWTgKMkDmoLN0KkmSNppDucK2fw/AVHb3ExbEgiKY+8pP8jU8iQzphlGezDqPcGtTDzLVFV7OUzWkTv94rzVikUBqpPJMZhHAVBCFjuHX0FF9jy492fLMgD4OOP/ANeKjSLyL5AGYo0ZCqeduCO9NIlskW9QwxsFYs/AQdcjrT4p/Mdo2Qo64O0kHj1psFokEkj7izOxPPYE5wKQkHU1x1EJ3fmMf1o06D1LdRyuyRsyoXIHCjqakopDMad5JYSbiOYEkARqvyjn9annvkwIo96O3GShGxfWpb+VYoo2bp5q8Ade9PtomVWlk/1knJ/2R2H4VV1YizvYrO8Cqj28qLJGMANkAj0NXYJ0uIVkQ/Kf0qXAPWkAA6ACkUkOooopDCiiigCG5z9lmx12HH5VRME72ChJVYbAV3LyMDI5FaZGRWdHJcQyNbhFcLymWwSv8uOlNEsjmuJLm2WWNNqJtcsw6nPQf41q9qzIz51vBbYwSSWHoqn/ABwK1KGEe4UUUUiiC7BNpLj+6akQhkBHQjIpSAwIIyDVW2bynNq2cpyhP8S//W6U+gupJdozW5KDLoQ6j3HNSRyLLGrr0YZFSVSaOS1YvEu+MnLRjqD6r/hQGxdoqCO5hl4Rxu7qeCPwNT0hhRRRQAUVE80cQzJIqA/3iBTJLuJEUg7y33FTkt9KBXLFFVM3j8jyYx2Byx/pRvuo1+eJJf8ArmcfoadguW6KpkXp5BgH+yQT+tPhuNzmN0KSDnGcgj1B70WC5Yqo0Ulu7PAN0Z5aL39Qf6VcopBYrx3cTkKW2P8A3H4NSkKykEAg+tI8SSDDorfUZqP7DbZz5K09A1Ks8drGSIwfOPSOJypP5dKuW8bRwIjsWYDkk55pyRRxD5EVR7DFK8ixqWZgqjqSaGwSH1SvHWEpcMcLESH9lPU/hwa4vxR8WdB8P74YZPtl0MjZEeAfc14t4m+KniDxCXiE/wBltWP+qi449z3pXBn0HqPirwvbOzXGrWySr1KS4b9K808X/GWCCN7Tw/NPI/QzyEED6V4e8zscsxPuTTeG60XYWR7B4d8V6jqlhvkv5pZcneXbJU+3pWkFMp3OSWPc968g0TV5dJvBKnzIeHT1Fd9deNtLsbSOaNzcTOuViXjH1rzcRRqSl5HqYetTjC+zOkEWeFFSSbIIuxkb5VHvXkV3421e5v1uROYgv3UT7oH9a07Xx/cFw13AsmBjKnFbUMLGGstzCvi5T0jsejscqFHQDFN+znK4XczHAX1rmbLx3pbsBOksXvgEV01h4n0Ge4hcX0YGCp3cYPFdiOJmhbaXcHB/dH/Zwf51o22lyvJIWs8ggAh2A6enrV+x1PSZcbL63P8AwMVuwT2ZA23EJ/4GKdwsZVnpkJj/AHcQTBwy4wQferJ0sY+7WgJbddQTbLHh4zu+Ydjwf1q4ZbfH+tj/AO+hQwRzM2kjH3awv7K3hpivLk49gDwK7i4u7KNSZLmFR7uK5a/8R6Fpu4SahA0ROQFbLKT2x6UIGc/d6WCpVhx7VmTwSWoLAlkHbuKk1b4k+HoMiAy3B/2FwP1rhdT+JEtzITaWix4+7vOce/1rOdOM1aRpTqypu8WdmLpCflbp1FMfURbMJEcqw7g15WviXUEvWuDLuZz8y9q108RpdwlmyGH8PvXnSwsoy909OGMhKPvbnV69471OSyFmly6knIZGwfx9aseGPijfaZD9k1Bmnt248z+NB7V5vLcNNKXbqf0pu4t8or0KacVqeZUkpSbSPqLQvHWhauEitLxVfAAjf5TXUpOGHBr48ileFgyMVZehBxXaaH8TdY0xBBNL9og6Yf7wHsa0IPomW6SYPBHGZmPysAcBfqaqXb3duLd3eIsuRkKT271zfhjx9o2sRpDFJ9nlAx5Uhx+R710Gq3SPDCmRkvu/AD/69XD4rES2uXILi6ksxOphfK527SDkdutQWd87zSfuS8j/ADEqw6DsAfT+tWdNHl2MYbgnLY9M81Q0wgTmUkLGqliT0GTxTstSddDYiuRI23y5EPo64qeqsDSTSGY7ljxhE9R6mrVZs0RG8SSFS6g7TuGexqSiigYlLSEgDJ4FU1ea5O6MiOHsxGWb3HoKBNl2iqv2eUci7lz7hSP5U0yXEH+tUSRj+KMYI+o/wp2C5copiOsihkYMp6EU+kMKhmgScDdkFTlWU4INTUUAV7e1S2DbSWZzlmbqasUUUAFFFFABUM8CzJgkqw5Vh1U+1TUUAU/tEkAxcISv/PRBkfiO1TJPDIMrIh+jVNioXtoJDl4o2Puop6C1GTfZWGZvKOP72Kgt4w84ljV44lBCgk/P749KtJawRnKQxqfUKKmov2CwUlLVS8JPlRliqySbWI9MHj8aQMbAFku53YKxVgqnrgYzU6W8Mbs6RqrN1IFPjjSJAiKFUdgKdTuCQtQTzxwKC5OTwABkn8KnqNowTuwN+MBsdKQMWN1kjV1OVIyDTJYUmADjOOQe4+hqm0U1nabvtWRGvAKAA+1X1IYZBB+lO1gWujKo32rqC7PCx2gtyUPbnuKuiqt9j7DN/u/rVlc7RnrigELTWYKCScUyaZIImkkYKijJJ7Cvnv4jfFe71C7m0vRpjDZoSryr1k/HsKQz0zxb8U9E8NK8Mcgu7wcCKM8A+5rwrxP8S9f8SSsklyYLY9IYuBj39a495HdizMST1JpM5oAVnZ+WOTTaMUhGe9IQEA9aQjHSnUUANJyPelVww2uOKYcg8/nSjrzQMHTbz1FAGKduIoKFuY22n0PSgQc0oY+pqu0ksed6fiKPtI4yKALizyL0kYfQ1KL66XpcS/8AfRqorBlyKd2oAtjVL4Hi7mH/AAM0p1bUP+fyf/v4ap96OgoAme/u5M77iU/VjUDSO3LMSfrTHYKNxHSojOCMAUDHM2abigLLJghSB71Yit8cucn2oERxwFzk8LV5ECKAKbwOMUpbjAwaAH7uSO9KoCrx1NMHB45PepKAF3U4E44NMooAsRTvE25WII9DXX6H8QNS09oormT7TbJxsk5IHsa4j8aUMB1pptBY+mfDvjCy8Rw7YL/y5cYaEoAw+ldRbWttEB95yMffOenTjpXyPaXk1pMskMjIynIIOMGvbfAHxAOqBNP1GQfagP3ch43+x96fMwsj11WBFPzWJFeyXJIicRxrwZCM5Pt/jVmOaY5MVzFckfwcA/mKLBc0aWqIuCZYpVJML/IwI+43+eKvUgTuVLzLiOAHHmNg/wC6OTUys3mFNmEAGGz1qGb/AI/rc+zj8cCoLi4drho0kaMxjgKm4uT7elO1xXsXpJPLC/KzZIHyjOKkqKBpWhUzIEc9QDmlMirMqHO5gSPw/wD10hlaSNrdzNECUPLxj+Y96tI6yIHRgykZBFNkMgT90FLejHAqlFK0OZAhWPcRKg52N6j2p7i2NKimK6uoZSCDyCKfSKCiiigAooooAKKKKACiiigAooooAKqXpzB5e3c0hCrnsfX8OtW6qXQKeXMFLbGywHoRgmhbiexHODELcSMxjU/O59QOCfbNXQQRkHI9aaCkqZBDKw6joaqR/aIYRAkWSvCuT8uO3vT3FsXwc0VFBEIYUjHRRjPrUtIoq3MlqMJcMn94K3f8KS0QqjvtKh23BDxtH+eas7QTkgZ9aXpTuK2pVuzuaGHtI/zfQc/0q0TxVOMi4uvMGDFFkK395j1qa4mSKNndgqqMkk9KQI80+M3ihtI8ODToJMXF6cHHUIOtfNjMN/J5Ndj8SvEh8ReLrmRHzbwHyovTA71xErYcUgJ8Z6UUI3y0AE9KACilwQOlJQAUUUUABphBB45FPooAZ9DSigqCaaVI6cigCTJx7Uxo43PzIPwozx1pQTQAqoqcKMClpM0BhQA4LnuKAASQTSZApPfFACtGrDkZpVReygYpMkjoaUZIxwKBjuhyaUMPrTMe+aev0xQIUZPXilAxSd80oNAD1ODzUlQ55p2T60APxk0MSBxUeT60Zz3oAcGOeaQkk00mkzmgCzAMgmrlhdyW14kkLFXU5Vh2NUwfLtmb8KbavulXGaAPo3w1rUerafYtkbNhMi/7QwMf1rp4pvMgKFD9pD/JtTGOeMH0xXh/gTWVgvJLGV2VHO+Nl6q3f9K9dsr/AHoFF3K+e0cYz+daJks6N2DQXe0/elCr/vcf1rTHSsqyiL+WzqESPlIwc8+pPc1qDpUsaIbiHzo8K211OVb0NJDcCQlGGyVfvIf5j1FT1FNBHOBvHI6MOCPoaB+hNUE0Am2ncVdTlWHUUwRXKDCThx/00XJ/MYqOJ7uR5FZoVKNg4Un6HrRYTY77IzHdJcSlunyHaMfSlMkFoghQEsBxGnLGoZUk+0wo87lHDZC/LyOe3PrVyKCOEYjQL646mh+YLyKsNvKspl3CJWwTEoyP/wBf0q/RRQ3caVgooopDCqb3RjumjdcRAKN/oT6+1XKz2miWW5DjeWYL5YGSeB2/GmhM0KKKKQwoqLz4/PEO4eYV3Y9qloAKKKD0oAjeRY42djhVGSaI3WWNXX7rAEZrGuYFSSe3UlF2mYkP1X0x9f0q3YSzMI0AEkIQfvMbccdPeqcdLkqWtid7TBLQOYnJz8v3SfcUi3qJ8tx+5kHUN0P0PerlJgelTfuO3Yotfs0iJBEZC2fmb5QcdcU9dQgII+feDgptJYH0pT8+oAD/AJZx8/if/rUWq7JLiL0k3D6Hn+eaegtRohlnO+V3iX+FEbBHuT608WSEYd5ZF/uu5Iq1RSux2K80i20BYLwvCqvc9gK4j4j6p/Y3g67upmDXMo2ID0Un0H9a7Of57uFD0UGT8eg/nXg/x31hpLy10tJSyr87L6E09kI8e3lyXbqxJqnK370VaxgYqlL9+pGXIySoNTp92q0BygqwuT3oAVzxTKeEwcnmmsMMaAEopM1Io4zQAyilbGeKSgBu/nFOpmOaefu9KAGUuB2prE54o3YGTQMeBTgp7GmKwYVIGxgUCEII6mlbheppcfNmlxTGMC5Hc07aM07GKUCgBuKWn4ppGKQCU3HOaUkDrS0wCnZptGaQC5pu75sUHik3fSmApOKcgywpoORUkf3qAJrg4tcVBYZ88VLeMVhUe1QaeSZCaQjZ0y9ez1FZ0OGjcMK9+0LUVubaGZT8rqGFfOUb7bs571694C1HzNMELH5oW2/h2pgew2c24DmtNDkVzenT5C810ED5UUDJ6KKKAEbODjr2qvBCY2eSRt0j4yRwAOwFWaKAIEtwszSsS7noT/CPQVPRTHkWNC7sFUckmgB9QTXEcOAxyx6KoyT+FReZcXP+rzFH/fYfMfoO341LHBHCCVHJ5ZjyT+NMVyGKeeS7MZjVI1XJyct7fSrtVbIZh84/emO8/j0H5Yq1QwRn3F1J5piVJY0HWXyy35f41DZ3NtAkzO5BMjZZ1OSPc4rUIrNth9owv/LNHZnP95skgfh1ppqxLvc1KpvqFuquQ5bacEKpPPpVztWTcK016fJjYPHj58YUt7+oFKKT3HJtbDDK0ZiuHilMnmZkOzAAIxjn04q7a3humO2CRUHR2xg/SqdwrmJxd58zaSmP9WT/AI/WtSJg8SMOhUEU5WsKN7klFFFSWZl1pnniVw5aVmyNx4HbH5Voqu1QPQYp1FNtsSSQVFNJ5ULybS20ZwOpqQkDrUEl1FG21mO7vhScfXFIGV7a5to0Je4Qux3OTxzSpNFLfhoZVcNGQ2056Hj+Zq2jJKgZSrKehHNOCgdAB+FO6Ekx1FFIelIooXsghuY5G4UqyZ9+o/lXyZ4/1U6x40vrjduQSELz2HAr6Z8c6gmm+E9RuWOCsRCn/aPSvkSWQzXEsrnJY5JoYhp6VRf75q45wKoucMfrSAuWx+TFWlI9Kp2pwh+tWlOKBklMYHOafSN92mBH3qRfuio6kAwAKQhhHJpM1Pb2k97eQWttGZJ53WONB1ZicAVuasmi+H7x9NtrSPVLu3Oy4u7l28oyD7yxopHAPGSTnFAHNrinE8YratdR0W4k2aloixIf+W2nStG6++1iVb6cUmtaD/ZtvBf2dyt9pVySIbpF2kMOqOv8Dj079RmgDCfoahqd+hquDQA9CelWFbAHFV061MOlAE1FIOlOA5pjAc06jFSRRvK21I2djyAqkn9KQEfSmtUpUH2prKAKAIiAaj59alPSowCzBVUlicAAZJNAChsDnNODA1e1Lw9rWjQQz6lpd3aQzf6t5oyoY+nsfY1m0CHsflplFFAD0PGKmiGWquvWrcAywoAbqBwFHtVewOHNS6j/AKz6LVe2bDdaALJfF0Ca77wNemHUnhJ+WVMj6ivO92bgV0ujXRtdSs5s4AbBoA+g9KuMhea6u1fKiuC0icHbg8V2djJlRTGbAOaKRDkVFLdwQyLHJIFZhkZoC5PRSAgjIORS0AMdwiMzHAAyTVWKM3DLPOOOscZ6KPU+9Ovzm22/32VD9CRS3EjBkhjOJJO+PujuaaExXuP3whjXe/8AF6KPen3B220p9EP8qIYUhTYg+pPUn1NMvG22kvupUfU8UB01H2oxawj0Rf5VLSIu1FX0GKWkNC9qZFEkMYSNQqjoBT6KACiiigBjosilWAZTwQe9CIEQIoAUDAA7U+igAooooAKKKKAKTwpPeOsqhlRBtU++cmktF8maeEkk5DhieSDx+mMUy7nigmWXzF8xBhkzyV/x70OzT3SNayKMR/M5GRg9Px4p62I0uLH5wuZlt1TysjJY8Bu+APwqQTvFIqzKArHCup4z6Edqhjk+xP5dxMhRyzq5+XnPIP50+SQ3eI4gSmQWkI44PQepptBcv01zgU6opThTUlnkvxw1YWvhqKyDfNcPkj2FfOy/dB9a9N+Nes/bfE4skbKWyhfxPWvMunHpSAbJ0qhJ1J96uSnr7VSf72aBFq0OUb61cUZFUrI/K/1q4tAyakYZoByKWmBHtOcU8DpS0UAdH4AKr8QvD5cgD7dGOfU8D9awtUikh1W8ik/1iTyK+fUMc0ltcyWd1DdQsVlhkWRCOzKcj+VdP8SLFF8RR63aqPsOtwLfQkdAzD51+obP50AcgvBrSsdcnsdI1PSvKimtdQCb1lB/duhyrrjo3UfQ1ljg5oYk0hDHPBquetTSdKhoAehOanXpVdTjBFTqc0ASp0qQdKjTpUg6UATW1vLd3EdvAjPLK4REXqzE4Ar0q1EnhjxPo/hbQbhU1EXEbareoOWfOWiB7Roucjuetc54LaPSItR8UTIGOnII7NW6NdSZCf8AfI3N+ApbB5NH8P3euzux1DU99tZlj8wU/wCum/XaD6k+lMZiazcw3euajc26hYJbmR4wBgbSxI/Ss5m3CnkgAdqjJzmkAw9K6/QVXwr4UfxXIinU7uRrXSQ4z5eP9ZPj1HQe9clHG888cEQzLKwRAO5JwP511HxEuY49fh0K2YGz0S3Sxjx0LgZkb6lifyoENsJ7q48AeIWupp7lrm9tUhV2Ls82WZiO+dvX61z15pGp6dGkl9p13axyfceeFkDfQkVp2PjLWdK0SPStMmSziWVpmmiQeaztxneeRwAOMVseHJtUuNI1nUtavLmXQWtZI5PtUrMJ5yP3ax7jy4bByOgBoA4fPNBNHYZ602gCRTyKuQDkVRTrV+HqKAINSP738BVSHgk5q1qf+v8AwFU1GOTQBKh3SD61soSIAwPKkEVjRD94K2IjmPb6igD2XwtffadPtpM87QD9RXommy5UV4p8P9QzatbMfmRsj6V65pU2VFMZ1sLZAqk8TSLNdKA0gfKD1VeMfjz+dT2z/KKit7WBlbhhIrsCVYqevtTTsSxsSPa2yzo25D87xjoAefl9MVoghgCOh5FZsULNHJAz4gjZgeeWHXBPYc1cs/8Ajygz/cH8qGERt7s+yvuOOm3/AHs8frUVhKLlpZjwxIXZnO0D/wCvmoMnULvAJEEfoev/ANc/y+tXpLSKQLlMFehU7SPxFPZWFq3cmJABJOAO9UwftcqsP9ShyD/fYf0FSfYomILh3x2dyw/I1ZAAGBSK1YtFFFIYUUUUAFFFFABRRTGdUUszBQOpJoAdS1RkundC0K4QcmSQYGPYd6mtPNNshnbMjcnjGPamK9yxUNw7R20rqMsqkge+KmopDKcRghtlYum1hksf4if51Wh86S6mNuBCmFyHXOT9O3FXltYEfesKBvUCoDKLW5mMm7ZIQykAnkDBH6U0+xNiK1VZpZ1uNskqNtII429sCpogbe5WEEmN1JUE5KkdvpzSRWplj8yTckjMWBU4Kg9qmitlicyFnkfGNznJA9BTbEkyxVDUblbW0lnc4WNSxP0p6Xe+7eLbhRwrf3iOo/WuJ+K+uLpHg65UMBLcfuk/rU7FXPmvxDqDar4gu7pzkySs361nUffdnPc0HikMry9DVVxnpVmQ/LVZzjn3oEWLMEK/1q6OKpWn3GPqaur0pgPBB6cUoNNUHFOxkYoGLRnNIFA6UvSgBCcV6Loyjxd8JdS0kjdqGgSfbLXuTC331Ht1/SvOSMtmuu+F+rjSfH1gJD/o16TZzqejLJwM/jigDjq1vDmhP4h1RrQTi3iigluZpiu7ZHGu48dz2/GpbvwxqD+KNS0iws5Z5LW5kjIQcIoYgFj0UYxya9A8D+DUi0DxNcHWrH7QbMWk0kLF47VGIaQl/uswQHhc/WkI8rs9H1TVo5ZNO067u0hXdK0MRcIPcjpWbXd6d41uLLxnpP8AYry2mjWl0kcFqrkB4ywVmk/vOwOST06DpU/ifwaJvitrmnxstpptu5vLm4I+W3gIDE/XJwB3JFMZ58tWE4GK727TQde+Her3GjaBHZNotzBsn3Fp5oXyGaQ+uQD6CuBBxyelIRtaVqOn2OnalFc6XHeXVzEI7eWR8C355cDu3TFZ46V0fii2GkadoejBFWVLQXlycDJlm+YAn2QKPzrF0+zfUdRtbGIZe5mSJR7sQP60DOrh037RY6Vo0spt7K3gOq6pMP8AlmJMbfq2wKFHq1Yeu6u2s6mZliEFpEghtbcHiGJfur9e5Pck1t+N9XtTql7o+lOWs0uN1xNjBnkQbVH+4gGAPXJ71neF9Cj1q7upLuVodOsLdrq7kX72xeir7k8CmBgsMimdq6DXHsTpVj5emxWN4zO5SNmJ8k42b9xOWJyc8cVhRRPcTxwxDdJIwRB6knApCNzwDFbS+O9Ja7mhihhlM7PM4RRsBYZJ9wKW/wBI0pL64uNW8WWks8sjSSLp0L3DFicn5jtXv61ma1LbQudMs4ovJt3KvOVzJO44LE9lznCjjHvWOetAHTxat4X0s7rDQ59SnHSXVZQIwfXyo+D+LGs7WvEOp+IJo5NRud6RDbDCihIoh6Ig4FZNLnigBTwKbS5zSUxjx1FXoO1UAeav25NIRU1En7Rj/ZFVMkVb1M5uh/u1ToAsxffFa8J4Wsa3+8K2IcBRQBu+Ebz7Hr4jJ+WTj8//AK9e3aRPwtfPEcrQ3sM4OMdxXuHh6+W5toZlOVdQaBno9m+VFLcRNHMJ1eRUYYk2dvRsfzqnp8uVFbUZytUnYTVzNDGSSa2EnmGRgWYcYTAyePyrUACqABgAYApscMUWfLjVc8naMZqShu4krCBQOgFLRRSKEpaKzYknWWSA3MnB3JwCSp9z6UxNmlUckscS7pHVR6k4quVuYxuSUy+qOAM/QiiCIu32iZTvb7qt/APT60BckF5bMwUTIWY4AzyanqpN891Ag5wxc+wA/wATVyhgmJS0lVbiRi6QocM+SW/uqOv40hiy3PzmKFfMk7jOAv1NC2m4h5281wcgEfKv0FOAhs4eyqPzJ/qaIWmcl5FCKfup3HuafoT6jLoeY0MJIw7/ADD1A5x/KrdVZf8Aj/tx/suf5VapDQUUVWupGSEbDhmYID6ZOM0DLOaKp/YIeq7xJ/z03nOaFN6V2lYwRx5hOd3vgU7CuXKimk8qF5MfdUtUPk3X/P0M+nljFOjlMhaGZQJAOQOjD1FFguVZlaLT45R/rIsSH3/vfzNeB/HHVGuPEVvYhv3cMQbGeOa98mtpBH5TT5txxt2/MR6Zr5Z+I+ojUvG9/IDlUbyx+HFDEkcjgCkNPYZph5FSMrTHqKgYZFTS5qBjgUwLFp/qz9auL0qtajEQ96sigCROlOpinmn0DAUUUUAWdO0271a58mzi3lV3OxYKka92Zjwo9zXU+G9L0KLxRpdjHNJrepSXUYAtyYraI7sk7/vPgDPAA461WtoE1LwLDp+mXFvHfLevJfQSzLEZlIAjYFiAyrzxngnNPgv7DwXptylhdRX3iG6jMLXUB3RWUZ4YI38UhHG4cAdKAI/Hfiq81rxLq0UN4w0w3cnlwxYRHAONzAfeJx1OaUeJ7bT/AIYf8I7YOwvL+8aa/IUgLGMBEz3zgGuQ4pCeaQiNZTBcRzDqjhx+BzXoPxE+IVh4iEsOhW08EeoNHNqUs3DSuihUjGP4Fxn3NedNyaSmM6Twd4qHhm8u1uLMXum38Bt7y1Lbd6HuD2YdqWe88L21wZdM0+/u+6R6jKoRfTITl/xIrmqkj60CPUPG+lx+J9WXxFo+p6U9lc20IdJLtIXgdUClSrEHt2qh4UufD/hzxLptxezLqNwlym54yVt7YZ5fJ5kYfQKPeuHTp0qXGRSA7XX/AAHrtrr1+Usi1k0zyR3rSKsLIxJDbycdDW34MWyi0nxDoOm38F1rd5aq0LlR5LujZ8uPd9898kYz0rzXczRhGd2UdFLEgfhQCQQQSCO4pjNmfwr4haV5tQsZ7bJLST3zCJQfUsx5/DNUrz+y7O2NvaO17dkgtd8pHHg9I16n/eb8B3qjNJJI+ZJHcjpvYnH51CT70hEbfe561GetPJ70ymMKKRmAGaAc0AKTiiiigByir1vwapL2q5B1FIRV1Pi4X3WqYq5qn+vj/wB2qWeKALMPBHNacMhK8DJrNgA44rRg4XigCUgsQW6ivQ/h5qDGKW2duIyCgz0B9K89ro/Bk6R6s0UhG2RCOfXrTQHvWnX0KsqNKob0JrqLd8gV59pkmYhbIwZn5ZsdB6n3ruLN/kAHam0CZo1HLcRQAGRgM9B3P4U4sFQsegGTVa0VXT7SxDPLzu9B2ApA2PF2CMiGYj12UhvYEOJC0f8AvqR+tWGOFJxnA6CmQuZoVdo2TcPusORTDUVJUkGUdWHsc02aFZgM5Vl5Vh1Bpslnby8tEufUcH9KaLVkH7ueVfqd386NA1GSvcwRFmeJ1XqWyp/Shrmby4AIlWWXPDNwvGaeLXLq00jSlTkAgAA+uBRPj7TajvvJ/wDHTRoLUdBB5ZZ3bfI/3mx+g9qsUUUigqqhJvZs/wAKKB+tWayb6dhclYclivlvgZI75H0GfzppXJk7FqAfaJPPblAcRA/+hfjV2oYXiaJfKZSgGBg0yW5VDsjHmSnoi/19BRuPYb9/UQR0jjwfqT/9ardVreExKSx3SOdzt7/4VZpMEVLp23xQo20ykgsOoAGTj3oFjbgglCSCDksSc029K4RRnzgd0YUZOf8ACrMRdo1MihXI5AOcGnsg3ZJRRRSGFUJJo1vxvdVEaYyxxknH+FX6jkUMhDAEHsRTQmZPiC/XT9FvLtmwIombP4V8eXs7XV9POxJaSQsfxNfR3xTvxpnhC/tlbCzFVQZ6A9R+lfNVJhcacikIyKfUZOATSAqzdqgappTzUEnQUwL1t/qV96nUc81DCMRKPaplHFAyXA9KWkHAFLQAYopcUEUARMNx5GR700VKxAHNR0hCEVG/3akJqNzgUDIW4BNJnp70p5pMdPamIUdakj4Y1HUsXJNICyn3akHSoRnoKkHUUATK2TihmwaanGaVvWgBjNnmom61K3SoWPWgBp6VGSQKcahoADzSocE+9JQOooAmooopjHjoKtwnpVQdhVmEEEUhEWrDBhOOoIzVAdK0dWH+jxE9mNZq5xzQBbg6Cr8XAFULc8VeTigCyK0dAm8nXLYnGC2Dn3rNByKkgkMNzFIOqsDTA960RljwEULnriu3sHyorzjRbrMqA/ddQyEd/Wu/018qKBm5Ipkt3UdWUgVTt4nW3jlt2UFlG6Nvuk45+hq7EcqKrf8AHrMQ3EMjZB/usex9jTQmiT7RIo+e2k/4BhhSfaZGBCWsuf8Abwo/nVuikFiGFZQn75lLE5wo4HtU1FFAwqpkS6hx0hTn6t/9YfrUs8ogiLEEnooHUnsKS2hMUXz4MjHc5Hc0CJ6KKKBlW7leK3LRqWYnAwM496ZYW3kxb3B81+WzyR7Vdop30sK2tyCSzt5W3PCjH1xT44o4l2xoqj0UYp+aM0rsdhaKKKAKYIj1Ft/SVAEJ9RnI/XNWiQq5JAA7mmyRJKhR1DKexqFLG2BB8rOOm4k/zp6C1J0dZFDIwZT0IORT6ptA8LmS3AIbl4zwD7j0NOF4hX5klVv7pQ5/Si3YL9wuZpIpIkiRXL5yCccAVG903l8W0+/+6VA/XpTog8kxnkUoANqKeoHcmppjhTQLc8N+OF00dnZWzuDLLIZHA6AAYAFeJ16V8ar/AO0eMEtwciGEDHua81pN3GHaon+7TzxUUh4xSArSH5qiepH5bimEZNMC/H91fpUy/epiinhSaQElOFNAxxSr1oGKRmm96eRmkxigRGw4zTKlIFRsMGgBjDmopOwqZqrv1NADDQelI33TQv3eaYDqlj4zUVTRntikBOg71IDz0pidKkFAD/ujPrSEg4pKQ0AIx7VC3epSePeoCTzmgBjnAqM9Kc5y1R0ALml96bSjpQBKhJUU6o0POKkpjHKatxdRVQdKsxdqQg1Vc2Sn0cVlK2RWtqPzae3swrGUA5yaALlueBV9TkVnwHmr0Z7UAWY6eTg0yPqakNMZ6n4auGk0qzkz8wKgfyr1HTHyorx7wRKZdOiBPELkY9TXrGkyZVaYkdXAcgVKyBlKsAVPBB71XtjlRVukMpeXLb/6n95EP+WZPK/Q/wBDUsd1DIxUPhx1RuCPwNT0x4kkGHRW+ozR6isOLKBkkAe5qu14hJWHMz/3U5/M9BThZ2ynIgjz/u1MqhRgAAegp6BqVoYS0nnTsDJj5VHRB7ev1q3RRSGFFFFABRRRQAUUUUAFFFFABRRRQAUYoqGS4SN0Q5LueFAyfr9KAJqq3DYU1a7VlaxcC2065nY4EcbMT9BQB8q+Pr03/jTUps5AlKD6DiuZ71a1Kc3OpXMxPLys361UJIpCA9qilPSpCeKryMcZpjIc00ffH1o60L/rEz6igDSWpQO1QJ1NTqTSEPHSl96BR7UAGcUmaXFNOc+1ACUx+vWpO1RN96gBjVAxz0qdqrmgCN2I4FCEnihwetEfegOo+p4xwKrk4qxGeBTAsLjFPWoV61Kucc0gF5oOaM0hoAY5xUDkjPFSueagkPTmgCMn1pKD1phfBximMfRTA+e1PoAcOuRTw/HvUYpaQiYdasxHkZqsvarMR6cUAS3ozp0v0B/WsMV0Fxg2Mw9Urnh0oAtQ9RV+I81nxHLVfiPAoAtq2O1S1CCMDjvT2bgYoA7fwHPj7TD6MrD+Veu6RJkLXh3gqcx6w0ZP+sQ/pzXs+jycLTGdxaNlRV4dKy7JsqK1F6UALRRRQAUUUUAFZ6XEiyuZSDCzlVP90jjB9jV4kAZPAFZtu73Fr5ccYKsW3vIPl5J6DvTRLL01xFboXlYKP50sEvnQrIFZQwyA3WstIQLr7M7b8dZG5L99nt/hWwOlDSQJti0UUUigpiSJKgeNgynuDSSNtjZvQE1nov2O3inU/uyi+aufb7w96aQm7GpRWZNczTlEtiE8w/K7Dkr3IHp9a0VGFAJJwOpoasCdx1FNJABJ6Cqaedcr5nmGOM/dCgZI9STSC5ZmkEMLyH+EZx61iRXlxE7MyE3DH5o9o59BnOav3NvdMgjR1lQsCd/BGDnt1p++aF1NwEKE43oMbfrntVJpIl3bLgJKAkYOORXHfEO9Fl4M1OXOCYSo/Hiuxc4WvKvjVf8A2fwj5AbDTyhfwqSz5yZssT700kGlxnNNIxSAa5wtV5Pu1YJ61WkPFAiKlQZlT60lOjBMyY9aYy6h/nU6dKhTAqdelIQ8DFKexpB0p2cgUAJRRSUAIQBUbjinknPtTGFAyF2wOlQmpZOlQnvQIaxAGKSPvTD1p6dTQA+poT2qGpo+BTGWFHGakHSo16U6kA4CkYU4dKQ80CIHAzVd+tTv71XbnJoAjORzuqMnJzT3PamUAHSph0qGpR0pghRTqbS5pATKcgGrUJ6VUjyRVqHtQBbkybOUf7BrnRXR8G3kH+ya5wdKAJoT82KvxHFZ8P360YeQBQBbHSlzSL0paANbw3L5Ou2zk8Ftp/GvaNKuo4todwD6d68HtHaK6ifOCHB4+te3aG6Z+WPaPX1poDvtKvFnIVVcfLuBYY3D2rfjPy1ymjNkWh9Y2H8q6mI/LTYJkctwUcRxrvkIzjOAB6k0hkukGWhRx6I3P61XQsbcPGcSXEmST2H/ANYCmeXCrzAuYmjxhzIdx4zk5607E3LRuhtjkXmMttfPBU//AK6tHpxWcv7xpfMGPMt1aRfQ81ctiWtYSeSUGfypNDTKEqXLhnngDIMkIHG0e59aSO6lgs4Y1tpPMZAE5BBOOvWr12wSzmY9Ah/lUNpGWAnkBBKhUUj7q/4mnfQVtdCNTF9n8l4bgDqWKHOfXPrU9pO0isjhtycbipG4etWsUtJsaQUUUx0EiFG6EYODikUUr27AgmSIF2CHJHRfqactukMQluG8wooxkcLgdhUdzZxxWhSNpEXIUKHOOSKaLc3E7BbmUxxnqSDlx+Haq0sQ73FgVrV/OlUCOTqP+eXoPp/WtKqht5ypX7VuB4IaMGpLWF4IRG8m/B4OMYHpSeo12JZF3xsnTcCKgs3BgWM/fjGxh6EVZqvNbCRvMRjHKBgOvp6EdxQPzLNQ3WwWsvmY2bTnNRhbwDG+E++0j9M0i2zOweeXzMHIUDCg/TvSAeu4WybvvbRn8q8I+O19m40+zB6KXIr3ic4U18x/GG/+1+NpYgeIECUDPO6KUnmkByKAGOQPxqtL2qxIecVWk+9QIjPGKkh/16VGakgGZ1PpQMvL/Kpl6CoVPWpl6CkAtOzxTaATTAcDR2pV4PWk9cUhDajP3jT2OBUZOTk0AQynioD3+lTSHJqB+1ADKcn3qbSp96gCWp4sYqCpYyQKALKGnAk96Yg708HmgYv40E8U0HNDd6YET81WJ5qd+lV+9IRG/wB4U2lblqSgAqYdKh9KmHSmMKMUUopMGSIGBq5DVUHjirMR6UCLqAGFwf7p6fSubHeukjHyN9DXNdGP1oAli4atGLsKz4qvRckc4oAuL1qQjjNMWnZoAAfmFeweHbxn0uCTHzNGoXB6nGK8fr03wPIJNLgZjlo2ZB7CmgPVdKIWa3jH8EZ/oK6uA5WuM0V/MmeUHK4CL+HX9a6+2OVFNgiuy+SBBIxjCtmKTt9DTpFlYh5FtG29GYnir5UMMEZB7GoVs7ZW3LBGG9dooTFylONTcblQlg5/eS4wCP7q1pgBQAOAKWihu40rCEAjBAI96WiikMKKKKACiiigCrdwyTwhI32tvB3egBqaKNYo1RRgAYqSii/QVgooooGFFFFABRRQelAFS6YKhJ7CvkPxpe/bvGGpzZyDOwB9gcV9WeIboWei3twTjy4Wb9K+O7yUzXc0pOS7kn86AK9BOKTnPtSORjFADGIyTmqznJqV+lQGgQh6VLb/AOuFQlsHmpbc5f8ACgZdHUVICR0NRL61JmkIeG4560obJxTCcjBoBPbrQMnBwRQ45pq57mlNAiMtwciozwKkPI5qM9KAIHHNQP1xUzn5jUL84NADaVPvCmmnJ94UAS1JHUdTR0ATAnOaeKYMd6cGA4oGKABmgnigGkbpTAgkHBNV26GrMn3cVWbjNIRFRRRQIKlUg1FgnpT0BGc0DQ+lB7UlA60xkqHnFW4c5FU061dhGKQi/CMgj1rmnGJHH+0a6aA45rmn/wBY/wDvGgCSPtVyHpVOL+GrkfUUAXAcCnE4FMXpT6AG54rvPAjl4J4WdgquDgcZzXB11vgafZqMsX99P5UwPbtHYKiqowAMACuttGyoridHk4FdjZtlRQM1B0opF6UHpQBXuZ9ltM0brvRfXoaiWRrZysshZNm4O3UY6iq/2ZJLGVSmJo9wLDgk9fxzVzyUulglcZKgMBnjkU9CNWMa5mRBK8IWLIyCfmA9auiqt6wW0kzzuG0D1J4FWFGFA9BQUh1FFFIYUUUUAFFFQS3KROE5aQjIRRk0AT0VUE10efsoH1kGf5UqXW5xHLG0Uh6A8g/QinYVy1RRUE1wsWBgs7fdReppDJ6RulVgbxucQqP7pyT+dEc5fcjqUkXquc5HqD6UWFc4/wCJl79j8E6iwOC6bB+NfKjH5uetfRvxqu/J8IiLPMsoFfOB5OaBhUTHLU4qd2c01jk0CZHIeKgqWTpUVIBrDdUkAwwFNp0f+sFMZbQ9qlHSoFODUwNIQ6lHWkooAlU0ppqnin9qAIyRg1GQakZflNRnpQBBJ96oG9Knk+9UEn3hQAzvTl+8KShc7uKAJqljNRVNGO9AEtKOSOaSlAoAfikcClHIprUDIZelV3PBqxIMiq0hwtAiOiiigQ5PvVJUQJDdKloGgoHWigdaYyROuavQ84qlGetXIT0pCNCHkGuZf/WP/vGumg+6a5pwfMfHTJoAljHIq2naqcQ5FW14xQBaQ9qmJ4qBOoqbjFADa2/Cs3k67bnPDEr+YrEPWrWmzeRfQydCsgP60DPfdGk4Xmu3sGyorznSWmkYYfy17ADJrtrCWWAKZH8yLIBbGCvufUVVhXOmQ/LUU1wsRCAF5G6IvX/61SRHIqvCVS7mRuJHO5Sf4l9vpSBkX2e5ZnkMixMy4KqN3TpkmqWnyTyzeR9pkUKnGAOv5VtSuIonc9FBJrI0iItcNNjAC/qauPwu5DWqEvJ7m3ulV2WRVG5Ay4z7nHpzWgk1wFDNAHUjO6N85/A1Q1UF72NQM4TH4k1cH79Ft4T+6QBXkHfHYUO3KgV7svA5AOMUtIBgADtS1BoFFFFAFa5kZAscX+skOFPYepNOhgWBcLkk8sx5LH3ph41EZ7xfL+fP9Ks0xLVi1DcRCeEoTg9VYdj2NEyzNjyZFU+jLkGo1uWQhbhPLJ4DA5U/j2/GhAxY7kfZTNJxtB3j0I60lrGeZpB+9k5P+yOwqqyzyyzeUqNCJQSpOCxGMj86lW4luJTHGBCU+95gy34D096dhXL9ULj/AI/4NvXY+76cf1q2u9U+dtzDuBisxbgIZJZ0ljZzj5kOFUdBmkgbPIfjvdgW2n2oPJYvivC2bFesfHC8WbxBZwIwISDOQfU15Oy56UhiFsrUZpfakNICKXtUdSS9qjpgFOiP778KbTox+8/CgCwDzmphzUA61YTBGaQCge9LRRQA9OhqT+ColxUmaBjW+6aiPSpSOKibigRXf71QOfnqeT71Vz1oAKeg4zTKfH3oBDwOanjxtFQqMtVhAB0pgPwPWgDJ9qTBNKAQaQDx04ob7ppQKRx8vWmMryHiqrnJxViXpiqr/eNIQlFFC9aAHqQfrT6QKB0FKOtMYUooIpRSEOTrVyLtVNPvVbTtQBoRn5Dj0Nc0SSx+tdEh/dN9DXPY/nQBNH1FWlNU4ycA5qyh4BoAtIfmFTjkVWHap0bigBWz2p0Rw4PcGmk96ap+bpxQM9w8O3Hm2tvJn7yKf0ru4JB9icH+Jdo9yeBXl3guYvpNsxckgFSOwwa9GsGlaaMiLfGnIAYA7vxqluJ7HY22REqk5IABp0sCTrtkXI7eo+hqtZ3KyHYQySAZKMMHHr71foDcpvYh4yhmm2nqC2f50R2AiUqk8oUnOAQOfyq5RRzMOVFMadBv3urSN6uxarSqFACgADoAKdRSbbBJIKKKKBhRRRQBXngEoUqdsiHKt6f/AFqYly6OkVxGVdjhSvKt/hVuqiANeyu2PkARR6DGT/n2oEy3VJ2a73JGiGHozuMhvoP61cIyMHpUZMdvDnhI0H4AUIGVrBfJSSAtlo3OfoeQajlkE1/GkMoRlVgXAz6fL6Z71G9us5jMkQMs77jnqqDt+WPzqaKBGEtqRxGwZMcFQeRj6c1Wm5OuxMkEyMD9oZh3DKP6UtwcA1CZ54HWN087dnDKQCceoqC4muZFIWAwjHLyEHH0ApNNjTR8y/FW4Wbxvdqn3IjsAHQetcR0re8ZyibxdqTAkgTsAT9a55icYxSbGDLnkVGaduIGKYRmkBGw5zTamxUbgk8UANp0XEooKH2pUUhgTQBLU0fSo069OtSigB1FHWkzQA9RyTUmMimBs08GgAIwahc5Jqc81EwoAqSdarnrVuRCecVEYnYfcb8BQBEFzUiriniCVRxE+P8AdNKqOG5Rh9RTAQdasLxUKLlunSrCqTSAcF6GlB5Ip2xsfdOPpQFY87T+VAxvNL2pdvqDS8DimBUnGDVRx3rRkgkkPyRs30GarvY3X/PvLj/cNIRUpyfep7W0yH5o3H1U0gjKnkHNADqUUAE9jS/hTAKKPwpdrkZCnH0pCFT71XE7VUjB3dKuL0AoGWVPyOf9k1gp1PFbbtttZX6YU1jr0oAUcVOnQVBU6YAGKAJ16VOnWq6nkDFTJndQBIwyMUcdKWm5GeOTTGeieAnEthJGWYFJP4Wx1FeuaOxEagsWx3PWvD/A1y0c90isB8gfBGc4r2DRprlkTCRjIHJYnH4U9xHZxMDd2oH3gGJ9hj/HFaw6VkadHsy7Nvkb7zHj8B6CtYdKGCFooqC4uI7WIySE4HHAyTSGT0VDDcRTg+W4JHUdCPwqagAooooAKKKKACqssLmQTQsBJjBDdGHp/wDXq1RQBU+0T9PsjZ/3xj86g3nz5Gu2ULEFZVXOOf5mtGoZLaOSZJWB3L054P1ppktMiR1kvwVIZfJyCP8AeqKVzHfME+/IiKv5nn8BVxII42ZkRVLdSB1o8lDMJio8wDaD7UXQWZVhjme4LzAfuwVUj+LPf24xUWqTCCynlJwEQt+laR6Vy/jW6Fp4W1GUnGIW5+opMaVj5L1mcz6vdzZzvlZv1qlnI5p8p3ysSeSc1F+OaQB3pSMdM0q4zUnWgCHFIRUhTknNNI4HvQAw+1FKRRimAmCO5ppZlPU+1S4yM5phFAArNjOTxXTaFp/+jfaJUDF2AXcM4HesG1t3ubiKBBzI2DXo1pZ5hSKGPKJgA5xnFCAhTS4JDk28Z/4DTzoltkKtrFvP+z0HrXSWlohQkggr1Ujmte00Vsb3X526+3tRawHGLosOAPs0fH+yKSTRIthK2se4dPkFegro3H3aX+xv9n9KBnAR6TCy7kgj/BBUi6cobaAgPoAK7n+wI2bJiGe9OOgIV2iML3BUYINGgjif7Ob+7+lNbSlcfPErD3UV240t4gRLEzDs6LnP1FI2lNONkcTgHguy4wPanYLnn66RGAHNlGc8gqgp40gMR/o6Io7FBk16F/YuAAF4FB0fAyV4oA4L+ywB/q1x/uioRpu2BH2qDjgEfe9q7qTT98b+QoYAHLnp07etOj0RLeASMpJCjLHr9BRYL3OBbTvPwBEg3dtoyPrUw0WIYxbx8d9grtv7DkjzOY8s3LqB29vcVYXSFdQygEHkEUMEcMNNYDCrgewxThpz+hruho3+zS/2OAMlcD1NIZwh0wt1TP1FRNosTdbeM/VBXoQ0cEZC5FIdG/2aAPPjo8eMeRHj02CojoMB628f0216IdG/2ab/AGN/s0AeeLoNuhytrED/ALopzaUoUjylAPbaK9A/sb/ZqGXR8KfloA8D1myk0+/dQMIfmQ+1UPPlXo3516Z430Bn0OK8SMl4QN2B2715fg0mIe1zOyMjMCGGKiHAxTsUYoAFGTU6jGBUI4IqcdaAHr1zUyHkVCByKkXrQBYpMY7Uo6UUxm74QfGtxxk4EilTXt2jSfdrwXQ5vI1i1foBIP1r3HR3wQKAO9sW+UVrJ92sPT3yorbjOVoAfVKZke/SJyuFQtgnqTx/LNXaoyRRtqAMqKwePA3DPIP/ANemhMghtfMkkV3KvDhI2B5A6g+/p+FXbWUyxkPjzEYq+OmaqyQmK8RIG8pZUIYjnp6e/NS2aLHPcqg+QMo+pxzTepK0ZdoooqSwooooAKKKKACiiigAooooAa/3a86+Ld39l8DXvODIVQfia9Ek+7Xj/wAcrry/DEFvnmWcHH0oA+eH470ynP8AeptIQ5e+OtSgcVEnWp+1AEbZ9KYwIxUpGKaRkUDIqKDwTRQIKeFHWmVPEjSusaDLMQAPU0AdB4V08zTyXb/dUbF+vevSdMst2BjisDQ7AWkcdtxlVByO5713+kWn3eKYIvWekpMi5GGHKsOoNb1lZbsxyKBInXHcdjVnT7UBRxWgYmS9h8qMO/lNkFscZGKa10B6alUacP7tO/s4f3a0/KumHAgT65b/AApBa3JHzXKj2SIf1osFzO/s5f7tKNPH92taK32Zy7Pn+9j+lSeWKQzG/s9fSl/s9fStnyxR5YoAxDp6+lIdOVhgqCD6itvyxR5QoA5i70a2W1kYW6A4wCFxTY9FgmnJWPEUZwMMcM3r+FdFd2guLdotxTdjkfWpY7dIo1RFAVRgCqvoTbUwf7GQdGlH0c0sOkJAGC7juOfmrf8ALFHlCldjsjEaxRFLEcAZNVJoIpfKiKMu91+V1xuGa6R4FdGU9GBFUJSTpxL48yAjd9VI/mKcRSMr7H5Fy1tEvLgNGMcJ6/hUj6c1uY3MjyAuFcN057gdua6ACJzuBUnHUEVBcgSSQwr1Lh29lHP88UXCxnf2ev8Ado/s9f7tbXlg0eUKkoxP7OH92oJtOGPu10XlCo5IRjpQB51qmkJJHcWcq5SUMVyOx6j8K+cNe019I1m5s3BHluQPcdq+udUsUmjKsCMHII6g+teD/FnQpIpYtT8vp+7d1HB9CfSh6iPLM80tNwc06kIVV3HmpgOaYowKkXpQMevIHtUg61GpHSnjrQBMh9uKdUQznipMcc0xkts5iuEYdQQa9y0OYSRxuD95Q36V4Wn3xXsXhOfzdLs3z/yzA/LigD0/TX+UVvwniuY0t8qtdJbnigCxVa7tvtEO0HDqdynOMGrNFAGOZBHPE370yruUwsc4JHb2960beIxQhWOXPLH1J61NgZzgZpabdxJWCiqJ3y3Uy+c6FMbAvoR1x35qOWPEbSXLOZAdqbHIye2AO5osFzSooopDCimM6r95gPqcUgmjJ4kQ/RhQBJVS7lkgCOgUpuw4Y44PfNW80x1V1KsAVPBB70ITIfMuiMiBB7GT/wCtUT3bN+6VClwTgI3b/a9xSr51v8hQyxD7pB+YD0I705LmKSVUKusmDgOhBx3piIpLJGBMjyOx6sXI/IDpXgnxuugPsFqjMQXkfls8Zx/SveLi4a4Vo7cH0aQjAX1x6mvnL41zq3iqC1j4WCALj8aHe2oK3Q8yoooqQHoO9S9RTEGAKkoGNI5pKVu1JTGRsvem1K33TxURGKQgrpfCtj5141yy5WLgf7xrnFQuwUDJJr0jRNPNtaw2qjD43St7mmgOg021NxIoXIVDksOufau60yOW3jDSRb1UZLJ6fQ1i6NZhQoC4Artba2/0OUY/gP8AKmmDRo2cjlR5drKSe7YUVdsjmRzMNtyeCp7AdMeo96ks0/cRn/ZH8qlmgSZQGyCPusDgg+xp3WwrMnoqpHJMjiOZS4P3ZVHX6jsasO6xoWdgqjqSakdx9FVBcySjMEDMv95ztB/rR9ouEBMtv8o67G3H8qdguW6KZHIsqB0OVPINKSFBJOAPWkMdRVMTzTnNuqiP+/Jnn6CkaaaA7pwjRd3TIK/UelOwrl2ikByM0tIYUUUUAUy8k7FYTsjBwZCMkn2/xqG5sYVtZ2ALSFSd7nJJFSRy/ZMQzcJn5JMcEeh9DTdQuU+xOI5FLP8AKMMO/wD9bNUr30IdralPSVjmeZZIkIOHGR0qGaNrfUWRHdV3A5VjnB7fzq7pghigMjSIpfGAWHQdKrSOs+ps4DOoccIpOQB/jWl/eZFvdRpMJIAp+0EqWAw65J/KrlVIopJJfOnGGHCIDkL7/WrdZM1QUhGRS0UhlC6jyprh/F+ipq2kXNo4++p2+x7V6DMuRWDqEaPuAZSfQGgD48vLZ7O8mt5Bho3Kn8Ki2k13vxR0Qadr4u40xHcjJ4/i71ww6UCAD5qfkCm5ANFIZIv3hUlRqSKeMnrTAcDUi8k5pgxinpSAkU816Z4IvFGlIrN9yQrjv615mv3q7vwFKALiPuGVv6UwPYNKuJpEHlxhB/ek/wAK6EQs3kGWZ3DOAVztXHPYVzGkPuhInCBec88bfeuojcF7SNecvuGPQCqRLL1jxAUyfkdlGfQGrdVLLlZiP+ez/wA6t0nuNbBRRRSGQTW8c2NwOR0ZTgj8abHahHEjSPIwGF3npViii4rIKrXMrBkhjOJJM4OPugdTVmqNwjNfRmN9sixkrnoeRkGmgexKllAp3Mgkfu0nzE0PBZl1R4od7ZwCoyaT7YqDFwphP+1yPzp32i0Zg5mhJHQ7hxRqLQQ2UYXEbSR/7jkUixXUZ4nWQekic/mKX7YsjbYAZecEjoPxqzRr1HZFUyXg4+zxn383/wCtToYGVzLKwaVuMjoo9BVmmSOI42djhVGSaQWKMZxbv7SP/M18qfFC7+2ePdQIORG+z8q+pyxj08O4wdpc/jzXx74nuftnibUp8/fuHP60PcFsZNFFKPvCkBKoxin5pgAJp/SgY1u1JSt2pKYCE1GwOTUtNb0xnNAGt4csxcX6yupMUPzN9e1enacsYYZbJPYcmuc8Nad9l0+JWH7yT53/AKfpXf6NZgbQFA+goQjc0rykClw6j1ZCBXZ20I8g46FT/KsvTbYBRkcVtadH5U00K/6tCNo/u5GSP8+tMC7aAi1iyMfIP5VPQKKQxCQoJPQVTiT7UwuJBlOsSHoP9o+9T3IJtJgOuw/yp0JVoUK/dKjFAh+KgubmCztZrq4lWKCFDJJI5wFUDJJ9gKmYEqQDg+vpWPrUEs2hahb3Fp/aUMtvIj28RCSSqVIKjJxk9O1AGRp3jvQrq5uFtpLskQG68lrSVZJEz9+NCuXBz/DmpNP8aaJ4gnnit5blbe0V3upLi0khjQpjKszgAEdSK5jwpe30uvWtlp9xqd7pMVty2rWnlzWMwIxF5m1S/wAu7I5xgc1BJo+p3vgHxhp8do/2i51m6lQONiygTK23n+FgCAenNMWmx2eneO/D+pXsFpBdTK9wcWzzWskUdx3/AHbsoVuPQ81HL4+8OLfXFlLczqYrhrSSV7SQQiUHGwybducnHXvXOa3qknjCxsdG02xv0vGvLeaTz7B4FsFjkV2YuwxkBSoCk5z6Vz9zpesfaNQW8+2v4auvEs/2+zhthv2b1KSBsbihcLux26GgZ6hceItN0WXR9O1C6EN3qDeTbRlSS7DHHt1A59ak1vxRpXh94Ir6eTz58mG3gheaVwOpCICcD16V5v4psNc8U+IvEElhpCy/ZLeOzsJpp/IeKVGEzSopU7svsXII+7jPNaP9pXdvrLeJ7q11C3ttX0eGFLqG0aaTT5lLFkaPBIBLZzgjK80mCOrbx74e/sMaul68lsbhbUrHA7SiYnAQxgbg3sRWtpWrQaxZ/araO5SPcUxcW7wtkf7LgHHvXkmpx69daPLqF5Jf/YW1uxktbj+zkjuxGmfMnaNEyecbdwJwvTmvTvDl4t1oYlhvb3UNjOvnXkHkyOQc42lV+gOKBlm81zTrHUU0+4mK3D20l0qbCcxx43HPTjI4p+nXGn6xp1tqNqiS21zEssTmPBZWGQcEZFcA19P4n8Vrf2+mahbLZ6LeQXSXVuyGOZ2XbGCRhz8pPy5GMV1vgOGW38A6BDPG8UqafCro6lWUhBkEHoaAN5beFfuxRj6KKlAA6UtFABRRRQAlLRVO4HmzxwsSEILNg43YxxQJsLsiQRxq+N7hW2nnGCcVQvNOgaPCRKhHRkGCPxrUW2gUqVhQFehCjimzpkGnfsFu55B8RfD8+qaBLuCGWD512jk4618/n5WKnqO1fX2qWweNgRkEYNfMHjPSDo3iW5g24RmLp9DSGYNFFA+tADxyRUgGBTF6ipKAEHzDpUqDBqMcU9DzmkBKv3q6zwXOItUkRiArR559Qa5Mda3fDM4h1y2LEAMSpz7igR7bpV7CQFB8wn+FRuzXYaaGGZ5gFbbgKOQi+lcNo95Au0CQE+ijP8q7K0aS6QRhGjiP3mbgsPQCrsI2bBSLNCerZc/ic1bpkf3BT6llIKKKKACiiigBKrXSN8syDLxnIHqO4qzS0AyOORJY1ZCGU96QwRE5MaZ/3RULQvE5lgxzy0Z4De49DUkNykpK8q4+8jDBFP0F6kwAHApaKKQwqndN5si2yn73zSeyj/HpTpbrDmKIeZL6DovuT2pYofJRizbpG5dvU/4U9hbmT4luRaaHfT5xshY/pXxtcyGa5lkPVmJr6t+J979j8D6k+cbk2D8TXyaTk1IMKcozTacrYNAEo606mZp4oAa3akp2OaGHegBpOBV7RLP+0NTjQj92p3OfYVQbpXa+E9PMVkJ2Hzzn8lFMZ1um2+5wcV3WkWv3eK53SLXJXiu70u2wq8UAbNjDhRxVuK1lgDGGbJYlsSKCCfqOaS3MaOsRYByMhc8kVcd0ijLuwVQMkmmLRjLeYTxB9pU5II9CODU3aq1nnySxBXe5cA+hPFWe1JgthapBZbYkRL5kPXZnDL9PUVdqreA/ZyoON7BSfQE800DJLedbiESIGCn+8MGmzT+XtVV3yOcKv9fpUqqFUADAAwBRsXfvwN2MZ9qQGfIkkU8FxO68NtIQEAZGOatXE0cUTFvmJBAQclvYCo5ytxOsBGY0+eX09gf5/hVWOGOCNL1U25fJAH8B4/wNVvuTtsWLeGV7eNlu3xtGNoXH8qtxq6ph33n1xiq7W7xO0kDAbuWjb7pPqPQ0kd1NJEHW2bBHHzrik9RrQdcgeZAwHz+YAD3x3q3VSOJ2kE8+N4GFRTwv+Jq3SGgooooGFFRSzRwjMkioPc4pyOsiB0YMp5BHegB9Md1jQuxwoGSTT6qSDz7tYv4I8O/uew/rQJjAk1yNzs0UR+6i8MR7nt9BTbe3Q3TyLuCR/IMuTuPc/wBPzq5M/lxO/wDdUmo7NPLtYgeu3J+p5NO4raliqN0TI6xxAmdPnDZwF+v19KvVTDrBeSCQ4EpDKx6ZxjFCGy0m7YN2N2OcdKRxkU2S4hiXc8qqPc0qSJNGHRgysOCKQGXfRblNeLfFvQPOsk1KNfngO1z/ALNe63EeQa4jxRYNf28tkApWWFtwb8hQM+W6OlWtRs5LDUJ7WVSrxuVIqrQA8VIOaiB4qRMUhDqctNpV680xlgdM1b02bydQt5P7sin9aqDpRGSkgOenNIR77o7gEY6ZrudObKivOdAm8y3gk/vIp/Su9sJljhMjdFGTTGdLEflp+QOtZ8Ut35YfyYyOuwMd359KlFu0x33R3Z6RA/Kv+Jp2FcnE8JOBKmfTcKeWCjJIA9TURtbcrt8iPHptFMFjBuyU3AdFY5UfQUaBqTJKkn3HVvoc1JVZ7OFuVURv2dOCKYLl4Bi5RgBx5ijKn3PpRbsF+5cooopDCoZreKcASIDjoe4/GpqKAKv2V/4LqZR6HB/mKPse4YkmmkHoWwP0xVqii7FZDI4kiULGoVR2ApXOBTqjlPy0DPJ/jhe+R4NEIPM06j8q+bq9y+Pl5iDTrQH7xZyK8MzzikIWnIMk00cmpQADQAtKDzTSecUoz3pjH0nPQ0A0GkImsrRr2+it0H3jyfQd69P021kIVIwsaqAB3wK5PwlY5El2w6/In9a9I0m1yV4poZuaJHlljkG2T09fcV3VhBhRxWFptikiAOgI966O205NgUvMV/umQ4p6C1JoIo7uSVnQNGMIpI646kfjVlLKFWVipYr03MWx+dTIiogVQAAMACnUXBIWiiikMKZJGssbRuMq3BFPooApg3MI2FPPUdGBAb8QainkuzCzhRAoIySdzYzz7CtGmOiyIyMMqwwRTuKxSd4IoJ4YmG9UJI7k4657mn3agaZKvYR/0qRbOARCMoGUHPzcnP1qZ0WRGRhlWGCPai4kigXuplZ4CDG2UUYxjtuz9c8VejQRxqg6KABSoixoEUAKBgAU+hsaVgpCwUEk4A71RlvHJAiUKpbZ5r/dz7DvTjBEHQ3EjSuxwu7pn6DiiwXHfbFkyLdGlI7rwv50xxMULzTeVGoyVQc/n/hVwAAAAYHoKiUNDC5kdpSMn7vOPTFFxWK0lvDE8DxoMmQfMeSeD3NT2YxEy9ldgPzpsjCS5gQDpmQ+3GB/On2nMbn1kY/rTewLcsGqlplhLIed0rfkOB/KrZqpaZQzRnqsjH8DyKnoPqS3A3W0qjqUP8qIGD28bDoVB/SpT0qpbEQSNbscAEtH7r6fhTDqXKYyK6lWUMD2IzT6KQyFLeGI5SJFPqqgVE0DxyGWAjLctGejH19jVqii4rIpSTyFMG0m3enGPzzWPc2jfvJZQPMfsP4R2FdIwyKoXcWVNO4WPm34q6IbLV01CNcJOMN/vCvPOTX0V8RtDGp+HrgBcyRDzE+or51bhivcHFIYoGKevWmA5pw60hElA60UUxlqPBpvRs+9EJ7UyQbXpCPYvCE/maTZtnom38q9AtJGuEa3jGcgBmJ4X/GvK/Ac+/SVXP3JCP616do0vlzmNv8Alod6n+eapAztbc/KKs1n2U6y7goO1Tt3die+K0KVhhWdJPJb3EbTyqqOW+THAAHr3NaNNIBwSAcdKaYmiOG4inz5bhiOoqXFUJHlguZLhox5SqEzu5PPWtAUNAmFFFFIYUUySRYkLucKOp9KcDkZFAC03cMgZGT0p1VJv+P61P8Avj9KBMt1DMflqaql5KsUTOxwqjJNAz5s+Ol553iyCDPyxQYx7k5ry5cHmux+KF4b/wAbXzsCNrBQD24rjYxhaQh9OBJfntTM05j82aAJCQOtA+tRcmlJ560ASnjrSxq0sqxpyzHA96gdiQM1veF7Pzrw3DA4iHy4HVj0pgdzotmkNvDCnSMbfx713mkWv3eK5fSrSQbXUZYgbl9f/r132iokmAv3l6qeCKAudDp0GAOK3YUwKpWkW1RxWiowKBjqKKKACiiigAooooAKKKKACiiigAooooAoYEUjQSjMMpyhPQHuv+FPCXEHCHzo+wdsMPx71ZkjSVCjqGU9QarAXMPCjz07bmww/HoaZNrCeeyyFzBc8gDG0EfoaUzzSD91A4PrLhQP60/7S/e2mB9gD/WkM8pHyW0hP+0QtACKgto5JpH3ORudj/Ie1PtIzHaxq33sZP1PNRiGSdlNwVCA58tOQT7nvVyhjQVTnRo5RcRgkgYdR/Ev+Iq5SUgYyKVJow6EFT3ps0CTLhsgjkMOCp9RUb2uHMkLmNzy2BlW+opFmuU4lt93+1G2R+R5p+geoBrmEkOglTsycN+Io+3xD76yx84+eMinfaWI4tpifcAf1pgiluHVp8IinIjBzk+5/pR6i9C3SMwVSScADJJpaq34zakHhSyhvoSM0kN7ETOZU82aVoIifkVTgn6/4VC5OCILhpWHPly9SPY8VZI3agynjZEDHkdCScn+VQMkkkcEbxuHjcM0jHjjqQfeqJOf1CMSHdgmGcYIb+FvSvmjxfpB0fxLdW4GELbl+hr6ku4xJBHt/wCWk5dR7ZJrxz4vaJmODU415U7HI9O1JjieRr3pxzimrT25AqRjlOABTqYpBFPpjJIyQ3FSSgHB9qjTrUso4H0pCO3+Hsx8q5iPZlb+letaE26R5D97dt+gFeLeBJtupyx5+/Ef0Ir1/Si8biSIbg2NyZxn3FUgO0sibaaNAQYpWOPVW6/ka1Gm2Sxx4yXJ79AB1rJspIbpPKO4MMEgjaw9xWrDbpGS+WZyMFnOTihi9CxSHOOOtGRSMyqpYkADqTSKKwgmlcG4ZCinIRBwT75q1VUX0ZAIjmIPQiM8013lufkRWjjPDO3Bx7D+tOzJui7RRRSKGkBgQRkHtVWIm2lFuxJQ/wCrY/8AoNXKhnhWZCjcdwR1B9aBMmqrP/x8Wx9HI/8AHTUa3flxlZsmVSF2gcuexH1oaC4mCu84RwdwVVyB/jTS7ivfYumsq5P2qUjrDEef9p/8BU0txMoW3YbJZDtEg+79R7+1JNGsMIRBgAYo2Dc+SPHqsnjLVFJyfPY1zXSup+IjBvG+p4/56muWqRid6WkwKWgBOc0p460qDnNPxu5oAiCl2AHSvR/DlotpYRR4zK/zsAMnnp+lcfotkt5qUcbD5Adz/QV6dpMHmTM6r8hxjimgOg0i0ll25/dp6Dqfx7V3mlWUcSptQDHQ4rC0i24Xiuysotqjii4WL8CYAqzTEGBT6BhTQQeh6cU6qcym3lNygO0/61R3Hr+FAmXKRuVNIrBgCDkHkH1p1AytYsWsoWYknbyTVmqtjxaIPTI/U1LPMsMRc5OOgHUn0pvcS2F8xfM8sH5sZx7VJVW2hZAXkwZX5cj9APYVapAgooooGFFFFABRRQaAEpazopLzfJF5kRKHgsDkqeh4qTfdxfNIEkTvsBDD8O9OxPMXCQOtNEiH+JfTrVSOP7WfNmBMZPyIeBj1I9aSaGATW6pEgYybuFA4Az/hRYLl+igVWneTzEiiKh3BJYjOAPb8aRRYqGW5hh4kkVT6E8/lURivPuechQ9XC4YfQdKmhgjhHyDnux5J+ppi1Gx3lvK21JULenQ0SXlvE215VDenWpJIo5RtkRWHuKI4o4l2xoFHsKNA1COVJV3RuGHqDSyIssbI4yrDBFQTW3zebBhJR+TexpVuSHCSxmNj0OcqT9aLdgv3K7xyLtSVHlCn5JYzhh9aayGXCiO5kHpI21fx9a06KLi5TKe0IJllIaTGBgYCj0Fcf4w0hdT0a6tiMlkOPrXfyrkVh6jBuU8Um7lJWPj2aNoZ3iYYZSQRRjIrrviHoh0nxDK6piGcl1P865EHg+lIQKvvwKkB4pikDrSqMGmMlQ4qw3MIqsKsocxmkI1/B8zR69GqkAurDn6V7borkqueteEeHWMXiGzY8ZkA/PivcdGb7tMZ3NtEsyIclXXlXXqK0FjvCArTxhf7yp8x/Pis/T2+UVqSzeVASOXb5UHqT0p3YmkUhG0Nv58cjCRpMF2OQQWxyKti1eU/6RL5ig5CBdq/j60ptwLHyCc4TGfcd/zqW3l863jk/vKCaGxJE2KKKKRQUUVBJbpKdxLg/wCy5H8qAJqKg+xx/wB6X/v63+NJ9jj/AL0v/f1v8aNBXZHComuZJ2A+UmOP2A6n86u4qjBi1mMDn5XYtGSeueo+tXqbBEcsSSxlHGQay5JWVJopGy0X8XquODWuelc5rCyypqEkMrLsgKgIASzAE4/lQgZ8p+Kp/tXijUZQchp25/GsVlGMgc1d1CK4jvZTcRSI5Ykh1waq1IyJRk04gjoOKdgdqUCgRCG+anhssAOlMZCr9KdHy4A65oA7PwhZfuZblh987F+g616VpFt93iuU0O2a1tIITGcKoJK88nk8V3mkRzHaUgGP9psE07Bc6rS7fCrxXT20eFFYulkEiN1McmM7W7j2PeuhiXAoGSDpS0UUAFB6UUUAUov9ElER/wBS5/dn+6f7v09KdJcMZDHAgdx94k4VfqfX2ovsGHygAWkIVc9j6/h1qSCJYIgi/Uk9Se5NPzJ8itDI9su24QKu4/vEOVGT39KdFm6n848xRnEf+0e7f4VcIDAgjINVAps5FC/8e7HGP+eZ9vai9wtYu0UUUigoopCcUANZ1QEswUDuTiojeW//AD1U/TmooIhc4uJhuycxqeijt+NWzhV9AKegtSJbqBvuyoT6bqmByKgT7PdRLIFV0boWX/GmiyjTPlb4v9xj/LpRoGo6WDzCHViki9G/ofUUzzbhAfNgUgdWRxj8jSiO6Q/LcBx6On9RTWt5ZcCaQFO6IMBvqaBDjdjyonWN2Mv3Vxg/j6UsELBzLMR5hGAB0UegouBiW2x/z0/9lNWaBkcsiwxtI5wqjJqvCkkkyzy7U+UqqDqAcHk+vFTXEQngeInAYYz6VBHdE2ZldfmU7OOjnOOPYmhA9y7RTELFQWGGxyAafSGQzK7ptR9hJ5b0Ht71UgnMLzRMJ5Ar/KdpbjA71o0x92w7MbscZ6ZppiaEjkWWNXU5UjIpJolmiaNxw1VrXzYpBbSMrnZv3KMc571akcRxs7HAUEmh6MN0R2chktY2b72MH6jirBqtZIY7SNT1xk/U8/1qyaT3BbDXGRWbeR5B4rUqrcJkGgZ458U9F+2eH3uETMludwx6d68HB5xX1nrlit1aTQOMrIpU18s6vYPpurXFq4w0bkUCKdSjpTU5FOpAOUbu9WY+ENVwMmplPPFAE2nsY9Qgk/uyKf1r3LRnyVrxzTdIvL2YeTEUGf8AWOMAV7BoykBQfamM77TWyorVMEryJLHIAVXAVlyPr9ayNM+6K2vPSCMM5PJwABkk00JikXv9+3/75b/Gn20RhhVGIJGScdOTUkciSxh0OVPINAdWJAIJHXBoAfRRRSGFFFFABUcsqxIXc4AqSqnlPJceZIMIh+RPf+8aBMalv9pzLcoCWGFQ/wAA/wAaZOJrVA0U25QQNsgz1OOvWtCqmocWch9CD+opp6ia0EaK7kUq06oCOsa8/rVFj9nQW8qBOyuPuv8A/XrZ7VWuYllQoyhlPUEUXCxw2vaFp9+G+0WUMhPdkGa801jwFpTOzQxPAf8AYbj8q9muLGRCVDboscBvvL7Z7isG903dnikUeFXfgiSMkwXIPs64/lWXJ4b1GJiojVyBn5WFe0X2lssbFRznAOOnNZraIEJIUknqT1osI8auNOvIgQ9rKCP9k1NoWmS3WsW6vE4QNubKkDAr1htKIPSpoNMIbpQMTTYAp3tgDrk9q7nR4VZFZSCD3FY+n6YpZCy5wciul06zuoEba0IXcW5BppIRvQ2qyxKGyCCCCDgg+1Wt0tsQZG8yEnBYjDJ9fUUWJ8y3jk27dyg4qzIoeNlb7pBBo8g8ySmSKzIQjbW7HGcVHaMXtImbqUGanpDKvkXX/P5/5CFHkXX/AD9/+QhVqincVjOmjlheKeWfzEjbLDYBgEYzV9WDAEEEEZBFV7iVgRDFgyt69FHqaYttLaqBBJuQdUf+h7Ubi2LtVNQ5spQOpAA+ueKal3M5cC1bKNtPzjGajkMomWS5UCJTldhyFPq1CWoN6ExW8Yf6yFPopP8AWlEE5Hz3TH/dQCrCkMoIOQe4p1Fx2KyWoVw5lmYj+85x+VSyAmNgOpBxUlFK4WM22WSG3jaACSMqD5ZOCp74P9KsC8jA+dZEPoyGmR/6NMYm4jckxn0J6r/hVwU2JFb7bEV/dh3PoqGpIWkdS0qBM9Fzkge9TUUhhRRUcsqxRs7nAAoGQuS9/Go6RoWP1PA/rVqqtrGyq0sgxJKdzA9vQfgKtUMSKt6StlKQcfLjPoKkMUbQCLHyYAGO3pUjKGUqwyCMEGqiie1G1VM0Q6AH5lHp70we462kcmWORtzRtwcYyCODT7eUzF2AHlhsIR/F6n86Z5dteASFAxHHPBHsf8KsZWNOyqB9AKAQ+oplkdQI5PLOeTtzTlcMoZSCD0IPWoZrkRMqKpkkboi9cep9BSQMdBAIcnJZmOWZupqK++e38oH5pGCgfjn+VL9onPAtJAfdlx/OiKGQyedMQWAwqr0Uf1NPzF5InkdYo2kb7qgk1liWeBtzSsXlAdEYZBJ/hHp2q7qGfsUmCAeBz9RUFx9oCLLIkZ8pg+5Senfg+1OIpFqG48wlHUpKvVT/ADHqKkkXIqjJN5tzDJGv7tX2GT+9nsPUVonpSasUmYl/DlTXz78UdBnj8QJc28Dus65OxSeRX0fcx5U1zeo2u4HApDPmWDw5qswBFm6D1f5R+tXI/CtyCPOljUf7OTXsN/pxZjxWQ+kkn7tAHCQeHLVMb/MkPudorUtNLhhI8m3jU+uMn9a6mPSCT92r8Gj/AOzQBi2dm7Ebsmuv0q1K44pbTScEfLXQWVhsxxQBctswW7SYztGcZq+HmF1arNGoG84dDkE7TxRHbK0LRuPlZSDUbXcf2WPcxMkUijKgnODjP4iqirkyZP5Mj3M0QVkgYh2bOM5HIH9aleFIJrcxqqAsUIUYyCD/AIUqahBICVZ8ZxkocfyqIXMNzeJtlTbHz1+8xGOPpRqLQ0RRSAg9OlLUlnj/APw0d4P/AOgbrn/fiH/47R/w0d4P/wCgbrn/AH4h/wDjtfMFFAH0/wD8NHeD/wDoG65/34h/+O0f8NHeD/8AoG65/wB+If8A47XzBRQB9P8A/DR3g/8A6Buuf9+If/jtQ3X7RPhGe2kjXTtbBYYBMEX/AMdr5mooA+nx+0d4Qxzpuuf9+If/AI7TW/aM8IMP+Qdrn/fiL/47XzFRQB9LSftCeD3/AOYbrf8A34i/+O1Tl+PHhCT/AJh+tf8AfmL/AOOV860UAe+z/GrwjMjKdP1jBHTyYv8A45VFvjB4aa3VPsmq788t5MfA9v3nX3rxCigD28/F7wqf+XHVsf8AXKP/AOOUqfF/wsp/48dW/wC/Uf8A8crw+igD36D42eFIiM2GsfhDF/8AHK0B8fPCBhMb6frZVhg4hiH/ALUr5xooA+lbb9oPwhbSMF07XBEVAC+TEcH/AL+fSpp/2i/CTwOsena2HIIBMEXH/kWvmSigVuh9Ox/tF+Do0VRpuuYUYH7iH/47Xq2k6lDrOjWOqW6yLBe28dxGsgAYK6hgDgkZwfU18GV9v+BP+SeeGv8AsFWv/opaBnQVDPI0afIhd2OFHbPv7VNRQBXgg8pCWO6Rjl2Pc/4VYoooAq23FxdD/poD/wCOirJANV4VIubgkEBipB9eKs0MSKbQPAS9tyveInA/D0NWlOVBwRnsadRQFgqGaZIE3OTzwABkk+wqasWUztetMFYxjKIV7c89j3pxVxSdjT2CeDbNHjcOVJzj8ai3TW3DbpYh/EOWX6jvTrI3BhzcDDbjj1x2zVqjbQe5HHNHMu6Nww9jUmaryWkMp3lMP/eU4P5im/YoyMF5iPQyGloGo+a5ih4dvmPRRyT+FRJE88gknXaqnKR9efU+9TRW8UBPlxqpPU45P41NT9At3CiiikMKKKKAK0lqGbzI2aKQ9Svf6joarXNrmNRLM8rM6gA8Dr6CtKqRxPdqB/q4TlvdscD8BTTZLSIxCRePFHI8SbA21MYJJOevSrcNukOduSx6sxyT+NRXDbLm3k7FjGfx6fqKt0NgkgxRRRSKI5oxNE8bdGGKofaJJLWWOSFyyqUYqQecdcda06rTW5d/MjfZJjBOMgj0IppktFeNvOFpGo4CCRvbjj9a0O1V7O1W1hCBizfxMe9WO1DGtiKVMis25tg2eK1yM1E8QNIZytxpwYnislNH855CHdZVcgjPA9OPSu5a2B7VXk0yGVgzKQ46MpwfzppiaOQGj7UVSp+0ueCCTjnr9K2YtMA7VswackTM2Wd26s3XHpVpYAO1DYJGTFYBe1XY7dY1JPQc1dEQHanbBjFIZQgtzcqss+drDKxZ4A9/U0/UVVdOkAAUKAQBx0IoUS2gCLG0sI+7tPzKPTHeq+ozNPAqRxS8tlgUPbt+dVHVkN6Bou7ZOCeA4P6VU8tRqhQKGVZcBSMjnr/P9K0LR1t7dUWGZmPLYjI5/Gq8Nrcm7afygpLMwMjdM8Dge1VfVsm2iRbMcMVxGkasHJyQjEAD1Iq9UEEAhBJYs7cs56mpqhmiR8A0UUUhhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfb/gT/knnhr/ALBVr/6KWviCvt/wJ/yTzw1/2CrX/wBFLQB0FFFFABRRRQAUUUUAFUn3XE7xBykaY3FTgknnGewq7VRD5d9JH2kAcex6H+QpoTD7EF5hlkjb3YsD9QajhtbmCBVWcF1/hK/Kf61foNK7CyIIJRNEGwVPRlPYjqKnqrb8zXLDoZAMfgKtUAgooooGFFFFABRRRQAUUUUAFVEtHiXbFcMq5JwVB61boouFiobaZiPMuCyhg2AgHQ561boooAKKKKACiiigAooooAKKKKAExRgUtFABRRRQAUUUUAFFFFABRRRQAUUUUAf/2Q==", "path": "029947.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029948
Women Tops & Tunics
{ "bytes": "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", "path": "029948.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029949
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAH+AgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3GilorM1EopaKBiUUtFADcUYpaKAEpMU6kxQMSkp1JQAlFLSUrgFJS0UxjaKWihgNopaKkYmKTFLRQMbRS0UgG0UuKSgq4hpKdSGkAlJS0UDEpMUtJkeo/OkAlFBZf7w/OmiRGztdTjg4NAxaKKKQxtJT6aaQCUhFLRQMaaSnEUhoGNxSGnUhoGNpKcaSgBtJTsUlMYlJS0UANoNLSUxiUUppKAEpKdSUwG0UtJTGJSUuKKBiUlOpKYCUUUUDOmxRiloqjzBMUUtFAxtFOooAbRS4oxQA2ilooGJSYpaKAEopaSgYlJTqSkAlGKWkouAlJTqKGMbRS0lIYlFFFAxKSnUlIBKSloPFA7jTgUwyKO9Vrq58sHmsebUGYlFPJ4pPRXGnrYmu7qSadgjlUBwMVXOe8jH8aavA6807Ge1efKTk7nQkkMLMOmT+NVi7oWIYqfrV4gbcVQmQCRl61ErlxsRm6uDnEj/nTftdyP8Als//AH1RtGKic7Rms+aXc0sn0Os0u5N1ZKzHLr8rZq7XM6He+VdGJjhJPXsa6avQpT543OWceWVhCKbin0laCG0hFONJSAaaSnGkNMY3FJTqQigY2kNONJQA2kp1IaBiUlLRTGNpKdSUwEopTSUAJSUtFNDENJS0lMYlFLR2oGNpKdSUAdPiiloqzzBMUlOoxQA2ilooASilpKBiYopaKAG4opaKAG0UppKBiUUtFAxKSlopANop2KSncYlJS0UmA2ilxRikNDaKWkoGJUcrbVqRiAKzL+6EanmkBm6lccnBqpawY/eP949KdtaWXzJF+XsKn28ZHSuWrV5vdibQhbVihRml6U3cF71BLcog5YVglfY0v3JGkAzVJ2LSlqikvRnCqSKhe5JbO3H403RqPoEakF1J+vIprICOlRidWPoalEitx3rCUZLdG0WnsMUkHPQium0vURdR+W5AlUfmK5tkz7URSPFIGBwwPBFVSm6buKcVJHa0VQsNSS6UI5AkH61fr0IyUldHM1Z2YlIadTTQAlIaWkNAxpopTSUAJTafTTQMSkIpTRTGNNJTqaaBiUUtJQAlJSmimAlJS0U7jExSUtFMY2ilpKLjEopaSmB1FFLRVnmXEpKWigBKKWkoASilooASkpaKAEoxRRQMSilpKAEpMU6koGJRS0lACUUuKSkMSkpxpKYCUlLUU1xDBE0s0qIijJZjgCpsOxIaaWC151rHxLVdWFlpnlGLODO4yM+wreOpXd1EuWVQRyV71lKrGO51SwlWCUpK1zTvtRSEFVO5z0ArHJeZ98pyew9KQIFOTyfU015AOB+Vc06spuyCMFFXZMXxULzhRgc0ixyTHgEVcg00k5IrSFDrIiVXpEzWM0vAGBUZsnPJyTXTR6eoHSpfsSY6V0RSirIz1e5x72rjtULRMO1dhLp6kdKz7jTOuBVCsc2RzTlGTw2DWhNYMpPFU3gZD0NJpSVmCbWxKgkA6Bl9qUgHp+RqOKVo2rQiaGcYcAH1Fcs8Mn8JvGu+pSVnjYMpPHT2rc0/WVfEVwcN0DHvWdLZOgLL8y+oqmRXOuekzf3aiO2BBGR0pCK5O21aezON29P7rVR8Q+M5IbZRYzrBcAglWTduHp7V0xrRZEaE5S5Ync0lcfoXjy1vsQ3+2Gbsw+6a62O4hmA8uVHz02sDWid9gq0alN8s1YcRSU6kNBmNpKU0UDGmkp1NNACUGlpKCkNopTSUwEpKdSUDEpKWg0x2EooooASkNLQaYxtFLSUDOoopcUVseSJRS0lAxKKWikMSiiigBKKWkoAQ0lOpKAEopaSgYlFLSUAJRS0lAxKTJpTwKxtc8TaboFu0l5cKGx8sYOWb8KTsVCLk+WKuzXJAHNcp4k8faT4fVozL9ouh0hj5wfc9q808S/E/U9U3wWH+iWx4yv3yPrXCO7yyGSRizE5JJyTWcp9j3sJk0pe9W0XY7LV/idrupMyRSi2hbjZGOfzrAfXtTukMU95NInozHFZRHpRkg1k23uz3qWEo0tIxRd6sGBr0Lwt4kWeFLO6kxKgwjE/eFebwyjGDVqJmRg4ODWUo3Q8Rho1o8rPQtb8b2en7obYi5uBxwflX6moNG+IFi5C6nC0b93QZH5VwFxbhz5kIxnqn+FU8HPQ5qqa5NjilldGUOWR9E6ZrWh3qqbfUIGJ/hLYNdBEI2XKMrD2Oa+WFkZTkEgj3rQt9d1S0wIL6dAP7rmtvaHDPI3/y7l959N4FFfPUHxB8SW2B/aMjAdmANaEXxS8QqMNJC3u0Yp86OZ5NiFtY9zIprRhq8WHxZ1zHMdt/3xTW+K+unotsP+AUc6J/sjE9l957FJaq2eKz59OBzgV5LJ8VPEJ4EkK/SOqU3xI8RyD/AI/gM/3UAo50NZRXe9j1K4sCvOKzZbmKz5lmSMD+82K8pu/F2uXYIk1GYg9gcVi3F5NOcyzO59S1HOWsomvikj2G4+IejaaCGuDMw/hjGa4u5+J8zas8sVmv2M/8s8/MPfNcJJyc1EkTyPhVJPoKzlaSszSOCjTemrPWV8ZWWo2u63f95jmNuCK565uTcTGQn6Vg6fpwtz5svL44HpWi7DGTwKxVNJ6HqYPBqD55DnuNg3Z56DFTW2q3dkweG5dXHOQx4rN35O89OgFMDVaR6TpRl8SPSNF+Jl1Dsj1GMTx9C68P/wDXr0jSdYsNbtxLY3Af+8h4ZfqK+bwxHetHTtWudPnWa2neKRejIcGrUrbnl4rKKdRc1L3X+B9HGJvamlGXqK8+8OfEwSultrCBc8CdBx/wIV6NFLFcRLLE6vGwyrKcg1S12Pm69Crh5ctREFNq0yA9RUbQ+hpmSkiCinMpXqKbSLQhpDSkUlAxKSlopjGmilpDQMSilpKBhSUtJTADSUtJQM6miiitzyRKKWkxQAUlLRQAlJS0UDuJRS0lIYlFLSUAJRS0lACUUtJQMSmPIF70ksgRawdV1ZLS3lldsKiljQOOrsZPjfxvH4cs/Lgw97KPkX+6PU14VfajdandPc3czSyucksam13VptZ1ae8mYncflGeg7VnIc1zzldn2eW4GNCmm17zH7aTGKfRUHr2GUuAaKKAEwRyKmim5wxOKizTTz2pNBYvg8DBpSEkH7wZb+93qikpU1YEqt1OKRFhHtTn5CG9u9QlWTO5CKtA56fnTt7DjPFAFLOSaQntmrjIjcsgphtYW7MvsGp3JdyoTjvSFqtNp8JGRLIKjOmpjPnS/pRczlKXSJWJppIq5/ZkWRmeY596VdOgB6O2PVqGyb1H9kzmYULBLKcIhOa2UtoYwNsag/SpR0zRcPZOW5lxaVzmZwPYVoQwRQLiNAPenuyrgsQKge5POwYB7mk7mkKUY7ImdggyxwKqySmQ9MD0ppbPLcmkoN1HuB5NFFFUWJilxRRQIkSRkIINdj4S8ZXOhzCPcZbNj88JPT3WuNCg06JtkgxU3a1RhXoQrwcJq6PpmxvoNRs4rq2cPDIu5SKsV5Z8OddaC9OlzOfJuMtFk/dcdR+Nep1vF8yufFYrDPD1XTY1lBFRPF3WpzSUNHOm0U/rSVZdA319arspU4NI1UrjaSlpKRQlJTqSgYlJS0GmMSiiigYlFFFAzqaKKK6DxxKKKKBhSUtFACUlLRQMSkpaSgAooopDEooooASmscCnVBcPtU0DM3ULnYp5rzH4gas0OlfZ0Y752wcf3R1ruNSnyxGa8b8b3xutcMIOVhXb+Pepm7RPQyqh7bExT2Wpy54QmmwtzSy8RE1FC2QK5bn2zdppFykPSnLytNOc0zoE6UUUlAhaMUZpRzQAmBSbfwp2OaWlYNBAzjvTxMw60zFFFhWJlnBOD0p4ljDZz1qpt5o280ieQuCVOpYU7zY9v3hVPHFIBigOUu+dGCDuBpDPGOc556YqoOO1GKA5Sw11notRmaQ9+KZ0o7U7D5UNO4nJOaWg0Y96ZVkLRRRQMKKKKAEzRmkPHNC8kUCuWoVBUmqpb99171fA2W7MDWWDmTmouKTtY6SwuZLXyrqIkSQOJF/Cvf9PvE1DT7e6jOVljDivn2zANrjsRXqvwx1A3XhxrVzl7SQx/h1FXRerR4GeULwVVdDtqKWkroPmQqN13CpKQ1LRSZTZSpwaaatOm4e9ViMVJqncSkpaKRaG0UUUDEooopjCkpaSgaOqpKWkrpPHCkpaSgEFFFFAxKKWkoASiiikMSilpKBhSUtBoAaazr+Xap5rQY4WsHVJcA0Ac9qE2N7k8AE14ffTm61C4mJzvcmvWvEd39m0m6kzg7CB+NeOKcGsar6H03D9L4qj9CO44jIqvbHtU93/qzVS1Pz4rnPcrStWRqR8ilI5NJDzgVO6cZxQdsditRilPBpe1UJiUtITQDQAtIeKWjGaACilx8tAHHvQAlNx707ae4o/CgAHSiik70EscKTNGaUdaAuGOKTBqTHFAApXHcjIoxin7eenNGPXqaYxlGadik4PagBKMUd6D0oAYxpYeXH1qNjUttzKKT2IT1L9wAlmexrIQ5etbUDi0X1rHi5cVKFN+8kdNZ4+zD6V2PwxvfI8Q31mThZ0Eij3rjrL/AI9gK0vDt2dP8W2FxnCt8jH2qYO0zmx1L2mHnHyPeKKQEEAjoaWu0+HCkpaQ0AIagmXncPxqc0jDIxUtFJ2KdFKw2tikqTZCUlLSUihKKKKYwpKWkoGdVSUUV0njhSUUUDCiiigApKWkoAKSlpKBhSUtJ3oGFFFFICKZsIa5fVJcsa6K7bahrktRky5pgcF47utllDDnBckkfSvOBXW+N7sTaqIQeIUx+Jrkh1rlqO8j7bJ6fJh4+eoy6/1RrPtTiYVo3PMJrLgOJ1+tZo3xb5a0WbcBPGKuBSV+tUYvbNaMXIpM9BPQpyIATUYFW54+ciqp4600MTFAHHSgDFLTEJ3FPqPvUi0AOC5p4TmhcVIPpxSAhZQKZ3qZlqJhkgdSewoQNliw0271Odo7VFJRdzs7BVRfVmPAFQXdrPYXMttcxmOeNirqexrb1VHsLeDw5bZNxIyPeFerzN92P6KCPxJql4plSTxNf+W29VcR7v7xVQpP5g1drI4qVeU6n91p2/DX5mWDk1Ip5qEVKg6UjrJgBg0AZ57UgByKkUYqAE2d6YwwcnpVjaMHrUbrkUDuRECo+3vUp9KjbAJxTGNOPSmMeKf3qNj2pg2RmprX/WDHrUB61NbkiQfWpZnH4i7qhAt04rKgOWFaWrcW0WazLf7y1KJk/wB4kdRZf6j8KbKxjkhm6bJB+tPs/wDUg+1JcLuhkHfGR+HNZdTSSvoe76Hd/bdEtJ85LRgH6itHNcZ8Or/7TobQFsmJsj6GuyFejF80Uz4TE0/Z1pQ7MdmkPSiimYCUGg0UhkEy8Bqhq04ypFVag1gxKSlpKRoJRRRQMKSiimB1NFFFdB5IlFFFABRRRQAUlBooAKSlpKBhSUtJ3oGFBoprnC0AZ+oSbUNcfqEoXe5PAGTXR6pLhSM1wHi2/wDsWi3MgPzMNi/jSeiua0YOpNQXU8v1S7N5qFzcMc75OPpVEdaM/ICe5Jpq1yN31Pv6EFCKiug6bmI/SsePicfWtl/9Wax+k4+tSjnx3xRZsQ1pwkFRWZD1rUhH7sHipZ6EfhQ6RAQSDzVGRCDmtE8rjiqMsZ9elEWUQU3NKaYx5qyWOznmnoaiHSnKTQwLcQzzUoGRUUfSp8HFSBA/y45rS0GOOO5n1SdQ0Gnx+dtPR5Oka/i3P0BrOkA3e9dS+n2+meFbBtTcpFck3bwI2JZz92NB6KBklj/e45qorU5MXUUYqHWWn+f4GVp7vYxTeI7xi07Mwsw3WWc9X/3Vzn64rnXYliWJJJySe9XdV1KbUroTShI0VQkUUYwkSDoqj0/nWeabY6MHG7lu/wAF2HA1KhOKgFSg4ApI6EWEOakXrTtNsLjUroW9qm5sFmJOFRR1ZieAB61rn+xNNOxY31S4H3pC5jgB9gPmb68UkjOddRfKld9kZYOMikwcEVsprxTPl6PpKL6G23fqTmkbWIpATNo2mPn+7E0eP++Wo07k+0q/yfijAfJzkVEQcdK33uNBuB++068tGP8AHbTiRR/wFx/WoTo2nXDA2fiCzGf4LtHhYfXgj9afL2G8Qo/HFr5f5XMEk5pjHvW8dDsbd997r9h5Q5ItC00jewGAM/U1hzFPNfyt3l7js343Y7Zx3oasEK0amkfyISeanteZBVfqant+JBj1qWXDctaz/wAekJ9zWdbdq0tWGbCM9w9Ztr1FSkZ/8vTqLQfuV+lPYDdg96ZaYMIOMVLIMVk9zc6j4bX32fVHtGPDgp+I5FesV4Jo122n69FMpx8yv/Q17xE4kiV1PDDIrtw8rxsfK5xS5aymupJS02itmeOOpKUUEEdqQDDVVxhzVk1BL9+pki4PUjpKWkNSbISjNFJQMKM0UlA0dTRRRXSeSFFFFABRRSUAFFFFACUUUUDCkpaSkAVDO2ENTVSvZMIaBnP6nLliM15T8RLw/wCj2inrlyP5V6TfyZc814p4ov8A+0tfmdDmNDsX8Kzqu0T1Mopc+IUuiMduw9qBQSCc0Lya5j7SO45/9WaxjxcD61sSH5DWOw/0gfWkjjx32TYiNaduw24zWbCOlaFsfmAP8qlnoQ+FFrjNVpx161aC5NRXPCke1StyjNIp1vZXV5IUtbaadh2ijLH9K0tMhsI4Zr/UWEscTBY7RXw07nnk9Qg7n8KZeeIdSusItwba3X7kFr+6jUfRev1Oa2t3OWdSbk4wW3V/1qJ/wjetqoJ0m9wf+mJpp0TV4huk0u9VfU27AfyqgLmcHInlB9Q5q1FquoqRt1C7GOmJ3/xo0Fav3X4/5liOyugObS4/79N/hWjb6BqdzH5n2VoYO81x+6Qfi2Kgi1/WWH/IVvcDp++b/Go5rm4umD3FxLM3rI5b+dS7D/fvTRfe/wDI29LtNLh1a1tEKajdPIMuykW8Kjljg8vgA9cD61ga/qj6xrd1fSNxI52DsqDhQPQYxWlphNtYarfDhkgEEZ9GkOD/AOOhqw4LWa9vIbW3XdLK4RB7mnfRIyp01GrKpJ3srXf3v9Dc0HSrpdDvNat7Fby5RxDaxMgk56vIEP3towOhxmtnxL4etrXQricaWU1O7vLeOLaNoTdGC2F7AvuHTr06Vm3nii3sDFYWlnHcQaY/+gzl2XEmMO5A+8C3OD6CsGz8SapZX1zeJc+ZPcA+YZhvyc5B56EHkHtWl4pWPPlSxNWp7RadV5rSyN2XwbFdPp8GkyS3ci3JtdQmXBWN8jkDsuCeT1xVDxFp1lH4nbS9EieTYVg2By5aUcNg/X+tc8ksisSJGBPJIYgmtqTxVqssTK0sKyuux7hIEWZ1xjBcDNTeLR1QpYiMk+a+++nzffyJ9RuI9NtToljIrAEG8nQ/66Qfwg/3F6e5yazkBIGKpKSGxVyL7vvUy3O6lTVONuvXzJkB5BpwwFNNTrjvUm3j3rO5oV5T8vSqT1flXIwKz5Rg1USmRnpUZ6U4mmNVGMmJU9v98VBU8BwwqQhuXtUXOlbvRxWZafeWte/G/R5MdiDWVajBFSiUn7Y6S0/1QxVhhnrVS0PyDrVw8j1rJ7mxVk+S4hk99v517d4ZvBeeH7SXOSE2H6ivEbokqoQZYMDXo3w41ZXt5tNlO2VTvQZ6jvXRhpWlY8fOaLlSU10PQR0pQMmmjpUiDqa7GfKseABRRSZosSRSjHNVpeoq1L92qkp6UpLQuD1GUhpaQ1mboSkpaQ0FCUlFFAzqqKKK6bHkhRRRRYApKKKQBSUUUDCiiigBD1opaSgBDwKyNSl2qa1pDhTXOarJwRmgZzuoy4hmcnopP6V4cDuupGJzksa9e8SXP2fRLyTPPlkD8a8dj7n2rCq9kfS5DDSU/QjHU1IuO1NxTlFYn0cNxsp+WsrGZx9a0pzhTWegzOv1qTixmskjWi4IPvWjCMc1nxdKvRHGKlnox+EvIRmornlTT0AzxxSTj5DzWaZRkt941D3qZhtY1EetbEyEp68GmU5TTJRfixt6GrCj0qvAQVGasDpWbLNEtt8JzJt+/fLk/SM4H61Ha/8AEl0d9QYYvb1Wisx3SPo8n4/dH40601KC0tpbe7sxeW0jrKIzIUKuuQDkdsHBFZGq382pXbXM+0EgKqIMKijgKo7ACtIvQ4vZTlJwa92935+X+ZnHpUR61Ix4qPrSZvIcpp9Oa2uEtkuWgkWCRiqSlTtYjqAe9MU00KMk9iVPU1cixtqnH0q9CPlBA+tJmo8delSZOKZ91qkH3azAjkHyk1myHnFaUudp5rMl61cRvYhPWmt1pWptMwkwqaDhhzUNSw/fFIcNzZnXfpMw4Py5rHthyK21G7TpR22GsSE7RUrcu3v3Nm2cIuWNXSrSLlsqvZfX61l2WWlBY5Patgn5Rms5LU0ZDOAsYx0HpW94Hk8vxRanP3sr+lYM/K47Vo+Gp/J1yzf+7KtVTdmjmxceahNeTPch0qVOlRCpgMCvSPg2LTTSmm07EjZPuGqknUValPy1Uk+9Uz2NKe42m0ppKzNwpKDSGmUJRRSUAdXRRRXQeUJRRRQAUUUUgEopaSkMKKKSgAooopjIpjhDXL6o+Sa6S6bCGuS1KTLmgGcN47uPK0MxjrI4FeZKcKa7j4hXA/0W3B55YiuH6CuWq/ePscmp8uHT7saacvSmZ5qRelZHsw3ILj7pqnEMzL9atXB4NVrfmYUjhr61EacNaEJGDxWfDnNaEIJ6mk1oehHYtI2T0p0oyp9MUkY9qfIPkrIZjT/eNVmyKtXIwxqoTW3QmQA81Igzmox1qaM0ExLcJ2gZFWx7VUQcA5q3HkjmokaDJh8lZ0nU1qTZ2Huay5jzzRECu+K6XwTYeHNUvp7LX7ia3kmULbSq+1Fb3/TGeK5mQgnimYx2q07O5xYim6kXFO3mj1n4j6dBoPgTw7oy3CzvFM5EgAG5cHnH4ivKl+WkaR327nZtowMnOBQKqTu7mWDoOhT5G7u7d/UmQ849avQ9MGqMR+YVeiI2+9RLY70TZpxb86aDRg56cVJSGykhKzZTzV+Zv3ZyKzpDzVRQS2ITSUp60lNnOwqaH7wqGpIfvikVHc37f5rV17lCP0rFiGBituxGYznHQ1ipwSPeoW7Nl8RetDhwa1QcrWRa/wCsHoK1IyccVM9xyHTDMfFMsZPKuUbOCGBqZuVNVUbbMMikiJq8WmfQtlIJ7WGUdGQN+lWqxfCc32jw1ZSZyfL2n8OK2SeK9NO6R+fVVyzcewhPNJRQeBVmbIpTk4qqxyxPvUsjdWqCombUl1EoopDUGwhNJRRQMKSikoGdZRRQa6DyhKKKKACijNJSGFFFFACUUUUDCkNKaSgClfPiM1yN82XNdNqT4Q1yd02WNAzyfxvcedr7R54jULXOk8Vd16c3OuXcmeDIQPpVCuKTu2feYKHs8PCPkhO9SDpTKf8AwVJ2QKlweKitR+8/CpLg0y2++fpQcNTWqjQhPzVowHA61mxZBzWhBzUy2PQi9C5GTTpuUzQlLIPk61kV1Mi45Y9qpsau3PBPSqLcGtuhEwU881PH1quDU8fahExLiZ4q3ERgYJqon3RVmMHHFTI0JJhleOlZE/Uj3rXk/wBXWPP94+uaUAexWPWkpT1pKo5m9Qpy+tNpw6UFImj+9V6IEVRQcjmr8QwAMU2bIlHOT2p4YBOv6UzkAgdKASQOcGpGRXDZXBFZ0hzV64OBVB+9NaCnsRHrRRRQc0gqSL74qIVLF94UFwR0Nh6VidJGHoTW7p/QZOaxJBieT/eP86hbnRHcs2/tWlFkDjmsyDqMVpRHiiQ5Fnsapv8A63vVpTxUEv3ulR1IPYvh5ced4ZCE8xSFf611Rrz/AOF9xmzvbfPRlcCu/r0qLvBHwuYQ5MRNeYUyRsDFPqtI/JPYVocW5FKeQKZQeTk0hrJ6s6oqyCkNLTTQUJRRSUDQhpKWkoGdbmkoorc8wKKKSgAooopAFJRRQAUZopKYwpG4FLTJDhaBmLqj4Brkr+Xy4ZZD0VSa6TVX61xXiW5+z6Jdyd9hA/GpexdKPNNR7s8fnkMlzI56sxNJ2pnc07OAK4j7+CtGwCnZ+WmilP3aRqtincHk0lt/FTZ/vU+1HytQcN71i9F1rQt+GrPiArQgHQg1Mj0IsvjFD8qaVRkZpWOENZFGRcAbsiqD9a0LofMT39Kz361t0FPYaOtWIu1Vh1qxGeQKEZwL8fK1ZjAC+tVYvu1Zj4/Gokakkh/dZFYtx941syjERrFn+8frREHsVz1pueaGPNIOtUcjeo+nrTKcKaNIk8QywFX4xgdeRVGLG9c1fjHB7UM2Q8dOaa2Quc045ApDyhz0qSirO2c1Sc81ZuPvE1UY0yJvQaaKa3WlFBzdRakh++KjqWEfOKDWG50enqAqnNYs4Aupf98/zrc0/gAd6xbkYvJh/tmoj8RtHclt8VejIAqhB0/Gr6dMmiRUiwp5qOUZpynpiiQYI9KjqSdj8Nbny9ckhJ4liP5jmvV68T8E3H2fxTZnOAzbfzr2l32j3rvw2sLHx+dw5cTfuhJW4wKqyNk4HanO+Pqairab6Hl0431A0lFFZm6ENNNKaSmhhSZoNNNMYUhNLTTRYaOupKDRWp5gUUUUAFBpKKBoKKKSgAooooAKinOENSVXujhDQBzWqPljXnnjyfy9ECZ5kkArutRfLmvMPiHc/Pa2+egLGoqO0Wd2XQ58TBHCr96nMaanWnN1rjPt0KOlDHigdKbIcCkW9EUZuXqe2H7s/WoJD81WLb/V/jQcFP8AiluKtKAdPWs2LqK04OKmR6MS6Bx7UOPlIBoTpyaRh154rIZl3P3jWc/WtG6wW461nPWvQU9hoqxDjdVepojjmmjODL8R54q3HkA8VSiOW4q4owaiRvYWY/uzmsaY8mte5H7o1jTHmiIpaIrMeaUc01jTlPSqOLqPpydabTl4NNGyLMY5zV5ORjNUo+lXYsFKTNlsS84x602Q4AwOKXnGKglbgg5pWKKtweapvU8rE1XaqZjUY3rTh0ptOApGERasWwy4qvVm3++KDeG50djxjFYt5xfz/wC+a2bAEkVkagMalP8A71Zx+JmkPiFg+5n0q3GciqMR61djPtxVSNGWhzjilkOQBTEbOKe3asyCfTZ/s2p20w42SKf1r3MybgG6lhmvAv41YdjXuGlzfadJtJuu+JT+ldmGla6PnM9pKUoT9S19etIaKSt7HiBTTSmkNAxKSlpDQNCGkoNFACGmmlNJTGjrqKKK1PNEooooAKKKTNIYtJRRmgApKKKACqF8+IzV41lak+IzQBzN6+XNeP8Aje587X3QHiNQtetXTfMTXiOuT/aNYupOuZDWNZ6WPaySneu5dkUU60p60g4NFcx9Wh46VFKeDUvaq8x4NIJu0Sm33quW/wDqhVM9auwf6kUHFQ+Msxda1Is8VmRdQa04TlR7VMj0lsXFHy80NjBGacvK1CzYbtWQ9zNuf9YaoSdTV654Y1RkrXoKewypY+lQ1JHQY09y/bkbquqQTzWfEeQa0FPGeBSkdQl2f3PFYk3Wta6fEZFZEp60JGdT4SA9aVaYetOSmcSepKKcp5ptKOtBumWoRxV6EjZVKI8cCrcXQHFOWxvEnJyufSqcze9WmYAHNUZmBJqYllZzUBOTUkhqLNM5aj1AU+mCn0ERAdatWw+YVVFW7Y4YUG1Pc3rDOc5NZmpDGpT/AFrUscgCsvU/+QlN9azj8TNY7kUXXHarcWOlU0OcYq2jVbNC5FjAp7dahiORUxIFZmbGYOOK9d8H3Hn+GbXJyUyh/A15GCa9I+Hs+/SbiHP3Jc/mP/rVtQdp2PJziHNQT7M7A0lFITXafLiGkoooATNIaM0lFhoKQ0E02nYYUhNGaTNAzr6KKK0POsFFJRQAUUZpKAFzSUUUgCkpdtLgUrgMPQ1h6o52mt2Q4Wuc1V+tGoHMajL5VtPIf4UY/pXh0z+ZO7n+Ik17H4jm8nQ71/8ApmR+deNd81z1uiPpMij7s5egAUUUCsT6Id0FVZzxVlulVJz1pGdd2iQd6uw8QrVGr8X+pX6UHLh/iLMNaVv2z1rMj46Vo2pORmpkektjSUfLVSTIJq5/CaoTNjiskUipdYLcGqMnWrchzkiqr1qE9iEU9etNpy9aDnjuXIME4NW1JDYqintVyMk4/nQdSEvDhBWVLWldnJxWZL1pIzq/CVzT46YetPjpnBF+8S0DrRQOtB0otxnA4PNXIumc1Sj4FW7clutN7HTHYknI28VnyHk1anbBIqkxpLQHsQuaizT3NR0HFN3ZKvSlpF6UtBS2Adat2oywqoOtXLUcjBoNoG/Z8ECsvVP+QlN9a1rPO0E9ayNTP/Eym+tZx+I0huV14q0h4NVB1qzG3FWzQuQNkDirD8jpVaI8Y6VYOMCsyGNXO72rtvh5Psv7uAn78QYD6H/69cTklga6TwZOYfEtuM8SBkP5VdN2mjizCHPh5LyPVKaaCaSvRPjQppNLTaACkNGaQmmNAaSikNOw7iE0lFITRYDsKKM0mao88WkoooAKKSgc0mwF60opQKMUrAFJRimkmqAZMcIa5fVH+Y10dy/yGuU1J/nNIDivG8/l+HZQP43C15VXo3xBmC6VBF3eXP5CvOP4q5a3xH1uSxth792LQKKKxPZBjxVKY81bb7tU5etBz4l6EdX4f9Wv0qhV+HmJaDHD/EWE+9WhbEA4rPjHNXrY4OMc0pLQ9OOxqgkx5rMuPvHJrSTHl8Vm3H3iayjuVEpuagfrUrVG4rQJ7ENKvWkPWlU80HMtyylWoTnrVWOrUZAxQda2GXJ5rOl6mtC5HOazpec0GNd6Fc9afHTO9PSg4I/ETUtIKWg6kTp0xVuAYFU4zVyLIXNNnTHYjnOW/rVV+9WJjk1Uc0hVNEQtyaQdaUnmkHWg4XuSiigUUGoDrV21GSMVTXrV20OJF9DQa0zoLUYRfWsbU/8AkJTfWtuAYxWHqB3ahMf9qsofEy47lepVOKhzTkNamppQcrnvVk8rVO2OWGeatknbWb3JYg6itfw7J5XiCxf/AKaisUElsCtDT5PK1C1fPSVT+tEfiTMa65qUl5M9pPWkzSk02vUPhGJRRTSaBgTSUUhNNABNNNLmkJ4pjEzSGgmkoGdhRRRmmeeFFJRQMXvTwMU1RTqkQuaSiimFgJxTSaQmmlqdhlS9bahrkdQfLmun1B/3Zrj718yGqsOx578QpsvZxezNXEV1HjmbzNZjTP3Ix+tcvXBV+Nn2eWR5cNEKKKKzPQQxzwapycmrbiqj9aSOXEDcVdh/1a1UUGrkX+rApk4dPmLEdW4Dhhxz61UjFWYfvACh7Hpx2NmHlPwrNu8gn1zVyCVI0+dgBW5B4TN9Ak8lx5YcbgAuTis4Qk3oc9fF0sOr1HY4kimsK9ATwNaD79xKfoBUg8EaZjDNMf8AgVb+xkcM88wvS/3Hmh60g616S/gbSmGAZlPqGqL/AIQLT88Tz/pR7GRzrOcPfr9xwsfarka5FdivgeyU8TzfpU8fg6zTrLMfyodGR0LPMLbr9xw14mFFZUqnmvXIfD1hEuDbiQ+snNWBpNmo4tIR/wAAFNUHbVnJWz2nLSMWeJlacmc17S2k2TDBtISP9wUz+xNPH/LjB/3wKfsPM5VnEb/CeP0oya9cOiacDn7DDn/cobRtPYYNlDj/AHRR7B9zZZ5D+VnlKCrcR+XFegzeGtKl5+zBT/snFVW8I2P8Dyr+OaToyOynnlC1pJo4GXqTVVzXoTeC7NjzPL+lM/4QWwPWec/lS9jIdTOsO9r/AHHnR60qjivRf+EG0sHlpz/wKnnwXpIHCy/990exkcv9q0L9TzsdKXFd+/grTiPlkmX8Qa47WrAaRqT2xLMmMqx7ilKnKKuzsw+YUa8uWO5RHWtC0XLL7VQRkJ++AfetKy2BsmVPzrNnpU5Lub8HQVzt62b6c/7ZreiliUj94vtzXOzndcSH1Y1nTWpcdyOnDrTaK2sXc0LVhxV5uBmqFqB61eYfKDmsZbie5EGzIAOKuQnDo3owNZxYB/etCLkA0tiZ/Ce2Rvvhjb+8oP6UtVdNk83SrR/70Kn9Ksk160dUfBzVptCE0lFJmmSGaQmgmkzQMM00mg0lMApCaCabmiwzss0ZpKKDhAmgcmkpVpMCRelLSA0ZoELSMeKQmo2ahIYhNMLUFqiZq0SGkZ+ovhDXIXTZkNdPqb/Ia5S4bLmqsM8s8WS+Z4hn/wBnC/pWJV7WZfO1m7f1lNUa8ubvJn3WFjy0YR8kFFFKOtSdEdxj8iq7R5NXCKaUyakU6XMV1jqYBgo2jNOC89KcBigI0rBHvPLEAZrQt3ThfLJb1NUh2q1bDDZIoN4xsrFnTLGXVtdtrTk75ACPYcmvaU0wooVVwoGAK5H4YaMLjWrrUXXKQJtU4/iP/wBavWPs656CuqjG0bnyWdVeevyL7Jy/9mt6U3+zm9K6o26+gpPs6elbHjWOV/s5vSk/s5/Sup+zJSfZ1osFjml01s9KnXTM9q6AQKO1L5aigdjA/svjpSHTPaug2CkKL6UBY57+zPb9KT+zPauh8tfSk8taB8pzbaafSoW01vSupMantTDAp7UBY5U6c3pR/Z7+ldQYF9KabdfSgLHMjTm9DS/2c3pXSi3X0FHkKOwosFjmDpzY6VWmtCgziuuMCkdKz723G0kCmFjlWGDiuM8dWJeCG8UZ2HY30rublNrGsnVrMX2l3FvjllOPr2qZx5otG2Gq+yqxkeRYAqROTSOhR2Vhgg4NOWuGx9jTLCD3pxOBTENOJpnYthc8UoOaZTloGnqX7IZJFaD/AHazbT7w44NaLcd6yluUyhI2JM1pWrbo/esyYfvKuWBGMZpSWg2tD2Tw/J5nh+xb/pkB+VaBrF8KPv8ADlsP7u5f1rZJr1KesEfB4hWrSXmxc00mikrRIyCmk0Gkp2AKQmgmm0WGFGaTNJmgDsqKTNGak4xTSjpTCeKep4pMGOzil7UyjdimIUmomNOzUbGqQ0hrGonbg05j71BI3ynFaJFpGLqknBFcxcPtDt2AJroNUbrXLam/l2Fy/wDdjY/pRLYuKvJI8luX8y7mf+85P61FQTkk+tFeQz7mCtFIKVabmnDrQaxHgUu3igdKcegoNkhmDSjpQTgUCpEAq2vCquOTVUda2dNsmv8AV7SyQHMrquKLXFKSjFyfQ9n+H2mnT/C8TuMSXJMrZ9Ogrq6igiW3t44UGFjUKB7AU/NehFWVj8/rVXVqSqPqxc0maM0lMzCikJozTAM0hNGaSlYAopM0hNFhik0maSkzRYYtJmjNNzmgBc0lFITQAZpCaKTNMAJqvcqGU1MTzTHGVoA5XUI8MTWYetdDqMXBOK5+QbWNBLR5j4nsRZ6xLtGEk+dfxrHHFd54zsfO09LpV+aI4P0NcIOTXHUjyyPrMure1op9VoSp0p9MTpmnE8VmevHYM0L1pmaenWgIu7L1uSMYq+2dgJ61Qh4FXN+V561lLc2aKs+N1S2TFZMDpUU+N1LbMRJ8pp9Aex654LfdobL/AHZm/Wuhrk/Aku6wuk9JFP5iuqr0aGtNHw+PXLiJrzFppNBNJWxyBTSaCaQmmAUmaM02iwwopM0Zp2A7KikorM5RacvSmU5TSYMdTTS0HpTJQw4xUTVKajarRaIW6VDL901OwqvccIa0TKOc1N+TXH+I5fK0S7bPJTH511mpHLEVxXjRvL0B/wDadRWdWVos2wy5q8I+aPNKKKK8o+3DFOHWkoHWkXElHanGmr0pxpnQthjUo6UHpQOlIlijr+Nei/DPTftniR75lyltHkf7x4FedDrXunwz00WfhdbllxJdOXP0HArWjG8jzc2reywzS3eh2uaSikzXafFi0maTNJmgBSaSikJoAXNITSZpKACikJozQMCaTNITmg0AgpKM0hNAwJpKKTNAAaQ0E0lMApDRmkzQBQvotyGuYuk2ua6+ddymub1CLDGgTMK+t1u7OaBhw6kV5TNE0E7xOPmQkGvXW61594ssvs2rGVRhJhu/HvWFeOlz18orctR031MVOlKelNX7tLnIrlPqb6DDU0fQVHipYxgUFU1qW4+KuRKGBOelUUx3NXIn2qRUS2N2QzAeZjNPtIgZN1MlO85p9r8sopdBPY9E8CPtlvY/9hW/WuzJrgvBUm3WJE/vwn9CK7zNehhXemj43NY2xL+QU0mgmkJroseaFNJoJpDTsAE0hNITSU7DFzSUUmaYHZ5pM0maKxOcdmlU80yjOKQE2aKjzxSg00SB60xhT80hppjImFU7rhDV4jNUbzhTVpjuctfn5zXB+P5safaxg/ekJ/IV3N+2XNeb+P5cz2cXopasa79xnblsebExONNFJmjvXns+yQtLRR3pFokQU40iHj6U400dEdhpopT0pKRLJ7G2e8vYbdBlpXCD8TX0zYWyWWn29qgAWKNUGPYV4l8NdL+3+KY5WXMdqplP17V7nXXh46XPls8r81SNJdP1FzSUUma6DwhaTNJmkoAXNJmikJoAWkJpM0lAC5pKM0hNAwJpCaSigAzQaTNIaBoCaTNFJmnYBaQmkzSUWAKKQmkzTsAj8isXUYs54rZNRTWpZCSOaT0Ezj3h2t8wrnvF9j9q0gyqPngO78O9dld24Rzms64t0nt5IWGVdSpqJLmVisPWdKoproeOgfLSVPeW7Wl3LAwwUYiq26uDY+6jNSimuo6p0HFQrUqnig3pky9anVjiq6tzgVICcYqTYkB5NOjOJQRUStjrTlPzg0mDO08IOR4gtlH8asv6V6Kc9D1ry/wxN5Wu6e//AE1A/PivWbiLdlh94frXZg37rR8jnStXT7oqE0maDTSa7TyBaaTRmmmnYBaTNJmkp2AXNJmikzTsB2eaM03NGaxsc4uaM0lJmiwx4NLnFR5pwakSx4alzmos0bjVWFcfWff8IavbqztQf5DQO5yt5/rDXlvjiTdrap/ciFen3R/eGvJvFsvm+IrjB+7hf0rCv8J6uTq+Iv2TMLFLRml61ws+tQlLSd+lOHNItbkijilpBS0GwtNNOFOhiae4jiUZZ2CgfWgTdldnsfwq0wWuhTX7KQ9y+Bn+6v8A9eu+JrP0exXTNHtLNBgRRBT9e9Xq9GEeWKR8Biq3ta0p92LmkpM0Zq7GAtJmkzSUWAXNJRTSaLAOpCaTNJmnYAzRSZpCaLAKTSZpKTNAC5pM0hNJQMUmkopCaYBmkJpDzRQMCaQnFITSdaAJYE3vk9BVyWMeXimW6bQB6CrDcipM5O7OW1KHDE1iPwcV1WpRZB4rmLldpOaRJ5z41s/I1JLlRhZl5PuK5jtXo/iyz+16M7qMtCd4+nevN6460bTPr8rr+0oJPdaD161Og4qBKmU/LWR7FMk6U4MKYOlOA70G6FJ9KkQ5xUZ4xT48lvapA3NKlMN7bPn7sqn9a9vJzzXhFtxtIPQ9a9xtZPNtIZP70an9K6cH9pHy2fR96EvUr3KbG3DoetVya0ZUDoVrMJIODXoRPBTFJpM0hNITVDFzSZpM0maqwC5pM0ZpM0AdlmjNNzRmucxHZopuaM0CFopu6jNAx+aSm5ozTTsQ49hTkCsrUZMIa1C5ANY+pTDaQRTuTexzVy2XNeO65L52uXj/APTU17DcuoDN6AmvFLqTzbuZ/wC85P61y4l6JHvZGr1JS8iLHNKDSZoHJrjZ9Oh1SIKjqRKRrDceaSlPWkoNmKDXT/D/AE3+0fFttuXMcGZW/Dp+tcvjFetfCjS/J0+61J1+aZvLQn0HWtaUbzR52Z1vY4eT6vT7z0fNJmkor0D4YKKTNJmmAuaM02igBc0lITSZoGLmkJpM0UALmmk0maSgBc0ZpM0hNFgFpM0maSnYBc0lITSZoAUmkzSZpCaLDA8U6IbpAPxphOalth8zGh7BcuxdTUhOKgDbWBqQtkVJmVb0KyGuTv1w5rrpxlK5nU48MadgMKdFlieNhwwINeT30BtLyWBuqMRXrL9TXA+MrPytRS5UfLKvP1FYYmHu83Y9fJ63JUcH1OfTrU6VXSrCjiuI+upbDxzxUh+7io8Y704GhnQgYU+L72BTTzSp39akDTtySmK9o0GXztBsXz1hA/LivFbXgV654QkMvhy3A52Fl/Wt8G/3jR89n0b0oy7M3Kz7kbZj781osrL1FUL0fMp+temlqfLIrZpKKQmrLFpM0maSnYBc0lGaTNOwHY5opuaTNc1jEfRTc0ZoAXNGabRQMdupM0lGaAEdvlrC1NuDzW1IcLXPak/WgT1Od1KTy7K4f0jY/pXjhOWJr1fxBL5WiXjf9MyK8nxxXHiXqj6HI4WjJodwaMYoFLXKfQhUidajqRKDSnuPPWkozRVGrHqpdgoGSTgV9DeHLAaV4fsrTGGSMFvqeTXi3g3TP7U8SWcTLmNX3v8AQc17306V14aO8j5jPq/vRpL1HZpM0maTNdVj50dSZpM0lFgFzRmm5ozRYBaQmkzSZosAuaM03NJmiwDicUmabmimMUnNJmkJpM0WAXNJmkpCaYC0hNJnNJQAuaTNITSE0WAUmp7Y8NVU1Ytm+8KUloJ7FkmgPjjtTaQ0WJHOQynBrE1KPIJrXOMHnFZ16hZDVJDscnOMMa5zxRafatIZgMtEdw/rXT3ibXNZ0sYlieNhwwINEoc0WjWjN05qa6HlkXQ1Op4pLiBrW8lgIxsYiheleQ1Z2PvMPJSimiUU7GBmmL1qU8jFJs60Ie1KvWkIFIDg8VIGlbkbeTzXqXw+l3aLPH/cmz+YrySGUhvxr0r4c3P7y7gzwyq4/DitMNpVR4+dQcsM32sd+eRg1l3vCr9a06yr88qPc168UfFp6lTNJmkzSE1rY0FzRmm0UWAXNJSZozTsB2GaM03NJmuYyH7qTNNzRmgB2aM03NJmiwD80mabmjNFgGzHC1zWpNya6G4PyVzGoNljSaBnI+LZNmgT+5A/WvNc16N4vUvoMmOzgmvOQM1w4j4j6bJP4L9RetLmkAxTq5j3BKkj70ynrQaQ3HUUUYzQanp/wp07CXmouOeIkP6n+lelZrC8Iad/ZfheyhIw7J5j/Vua2816lKPLBI+Bx9b21eUvP8h1ITim5orQ4xc0ZpM0maAFzSZpCaTNOwDs0hNNzRmiwxaTNJmkosApNGaaTSZosApNGaTNNzTsA7NJmm5pM0ALmkzQTTSaYDs0hNNJpM0DFJzUts2JCPUVATSq+1w3oaGroRoZoPSkByM0hNSkSIarzrlTVg1G4yKpDRzGoxYJrGYYNdNqMXBrnZl2sRVAcF4qtPI1NZwMLKufxFZCc12niq1E+k+YB80TA59u9cSnGK8vER5Zs+xyet7Sgk+mhMBxmlBxSA0Vge2iQHcORTTwaBxxSkZ4qQJoEJOPWu58ASmHX1iJ4lhZf5GuIgba49a6rwvIY/ENg4OP3mD9CMU6btUTOHMYc+HmvJnrjHCk1jXrZmA9BWpO+1MfnWJI++Rm9TXuxR8BEbmikzSZrSxYuaTNJSZp2AXNFJmkzTsB1+aM0mT60ma5LGY7NGabmjJosA7NJmm0Zp2GOzRmm5pM0WAiuW+Q1zF+fnNdLccoa5nUPvGkxM5fxNzoFz9B/OvM69J8UNjQ5h6kCvNsVwYn4j6fJF+5fqOFOFNA4pwrlPcQU5aZTl4NBcWSVr+GtKfV9etrULlNwaT2UdayAa9a+G2ii00t9SlT97ccJkchRW1GHPJI5cyxSoUHJbvRHdqoVQqjCgYA9qM0maTNepY+EFzRmm5pM0WAdmkzSZpM0xi5ozSE0maAFpM0mTSZoAdmkzTSaTdRYB1ITim5ozTsAuaQmm5pM0WAdmkJpM0maYC0maTNJmiwC5pKQmkJoAXNITSZpuaYF23k3LtJ5FT5rMVyjhh1FXkcOoYGoasxMkNNNFITTsFyjeJuU1zF3HhzXXTruWud1CPDGhhcwbuEXFpLC38akV5syGOV0PVTjFeoMOa4fxDZC11RpFGElG4fXvXHio3Ske7kVe1R031MoU9eTTRjHvSg4rhPsESd6YetKp9aDzUgPjJ3YrodBkxqVmc4xKv865+FCWFbem/uLqF/R1P60l8SObFK9OS8j1y/nwCoOC3H4Vm06WUyyFz36e1MzX0kI6H57azFpCaTNJmqsFxc0lJmkJNMLjs0lN5o5oFc6/NGabmkzXJYkduozTc0ZosA7NGaZmjNFgHZozTc0Zp2AiuThDXM6gRvNdFcnCGuZv2+Y1LQmcn4tfGikDvIK8/716hqWnxalamCUlRnII7GuZn8GSjJhulb2ZcVx16UpO6PfyrHUaNPkqOzuctS1rT+GdThP+p3j1Q5qlJpl7Efmtpf++TXI6cluj3YYqjP4ZIq96dQ0ciHDRup9xQBUHRGUXsWbK3a6vIYFBLSOFH4mvoWxt1srGC1TpEgX8q8g+Hmlm98QpcOuYrYbz9e1eybq9DCQ91yPms8r81SNNdB2aM0zNGa7LHhDs0mabSZosA7dRmmZozRYB1Jmm596TNOwDs0E0zNGTRYB2aQmm5pM0AOzSZpuaTNMB2aTNJmkJosAuaQnFISaSiwC5pCaTNITTsAuRSbqTNNJp2GOJpCaaTmkzRYBxNPimMTeqnqKhzSE0WEzUVw6hlOQaXNZaTNE2V/EVciuUk4zhvQ0rWIaaJn5FYuoRcE1uAo3ByDVO7t1ZTg5pOwuY5CUYauf8UWxm00SqMtE2fwrq7q3Cuao3Fuk9vJEw4dSKxnHmi0b4Wv7GrGa6M8xToKkAyaWa3a2uJIXHzI2DSFuAAK8lprQ/Rqc4ygpLZikYox3qeFGdgAjkn0WrDabcM2I4XIPtQoyeyIniaUPikl8yvD97jpWzZ4MseSeopLLw5fTMNzRxj3NdPY+GYINrTTtIR2UYFaQwlaT0R52KzPDRi0pX9DoAcqD7UU3oAB0FGa+gij4uT1FpKSiiwgooopgLmjNJRQBzf/AAvXwx/z4av/AN+Y/wD45R/wvTwx/wA+Or/9+Yv/AI5Xz7RXm+1kZczPoL/hevhj/nw1f/vzH/8AHKP+F6+GP+fDV/8AvzH/APHK+faKPaSDmZ9Bf8L08M/8+Or/APfmP/45R/wvTwz/AM+Or/8AfmP/AOOV8+0Ue0kHMz6B/wCF6eGf+fHV/wDvzH/8co/4Xp4Z/wCfHV/+/Mf/AMcr5+oo9rIOZnvs3xv8MyKQLHVv+/Uf/wAcrJuPi34emJIs9TH1ij/+Lrxiij2kg5meut8UdBPS01H/AL9p/wDF03/haOh/8+uof9+0/wDi68kopc7FzM9a/wCFoaJ/z66h/wB+0/8Ai6T/AIWhoh62uof9+0/+LryailzsfMz1c/Erw85/eWF6w94U/wDi6ePH/geQf6RouoN/uxoP/aleS0Urmka9WHwyZ7hpfxZ8F6RE0VlpOqxKxyf3cZJ/OSr3/C8fDX/Pjq3/AH6j/wDjleA0VSm0rImVWU3eTue+/wDC8PDX/Pjq3/fqP/45XoWnX8Wp6XaahCrrFdQpMgcAMFZQwzjPODXyBX1Z4RP/ABRmhf8AYPt//Ra1rTk5PUSkzczSZpmaCa1sWOzSZpuaTNOwDs0ZpuaSiwDs0hNNzSE0WAdn3ozTKTIp2AeTSZpuaTNFgHZpCabmk3UWAdmkzTSaTNOwDicUmaaTSZosA7NNJpCaQmnYBxNNzTSc0ZxTsApNJSZppNOwDiabmkJpCaLATpdSR99w9DTnvFZTuBU+3NVM01sEUcqJcUynezISSH/MVmmdc/fWtC4g39qpGy56VDgRyeZm3Njp91N5s0Su/qM80La2UX+qtI8+u2tNbL2qRbIelJUY72NvaVLcrk7eplkOfuqFHooxTkt2JrXWzX0qVbZR2q1Am7K1rEVxkVor0piqF7U7NaJWC46kpKKYXFopKM0DFpaTNGaAFopM0ZoA+WqKKK8gxCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+qvCTf8UZoX/YPt/wD0WtfKtfVHhM/8Ubof/YPt/wD0Wtb0N2VE2s0lNJpM102LHZozTM0ZosA7NJmmk0maLAPzSbqbmkzTsIdmkJpuaSiwx2aQmm5ozTELmkzTc0hJoGOJpCaQmm5p2EOzSE00mkJosA4mkzTc0hOKdgHZpC1NzSUwHFqaTSE03NFgHZpM00mkJp2AUmkzSUlOwwIBpCgpc0lFhBtAo4pM0U7ALmkzSZopgLRmiikAZozRRQAtFJRQMWikooAWikooA//Z", "path": "029949.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029950
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAKqAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD10k5pNxobrSVrY+flJ3eou40bjSUUWFzy7i7jRuNJRRYOeXcXcaNxpKKLBzy7i7jRuNJRRYOeXcXcaNxpKKLBzy7i5NGTSUUWDnl3FyaMmkoosHPLuLk02TJicDJO08A4PSlopNaWBTl3M7T4ZY7+KR4rhFBPLzAr0bqK6P7Qn99fzrNorKjRVJcqdzT2zRpfaE/vr+dH2hP76/nWbRW9w9vI0vtCf31/Oj7Qn99fzrNoouHt5Gl9oT++v50faE/vr+dZtFFw9vI0vtCf31/Oj7Qn99fzrNoouHt5Gl9oT++v50faIx/Gv51m0UXH7aXQ0vtCf31/Ojz4/wDnov51wHijx9pnh1TAmLq76eWrfKh9z6+1cBP8QNZ1AvIZjDH/AAojBR9PWpc0jqp0qs9bHv8A56D+Nfzpv2mM9JUP/AhXzQ/i/XFjnntrp1SLAfLk9aj0/wAc6oJBuumJJ6butT7RGzwtTufTv2iP++v50faE/vr+deTeGvHrSssOoMSp/ibqv1r0RHWSNZEYMjDII6EetWpJnLV9pTdmav2hP7y/nSfaE/vr+dZtFO5j7eRpfaE/vr+dL9oT++v51mUUXF7dmn9oT++v50n2hP76/nWbRRcPbs0vtCf31/Oj7Qn99fzrNoouHt5Gl9oT++v50faE/vr+dZtFFw9vI0vtCf31/Oj7Qn99fzrNoouHt5Gl9oT++v50faE/vr+dZtFFw9vI0vtCf31/Oj7Qn99fzrNoouHt5Gl9oT++v50faE/vr+dZtFFw9vI0vtCf31/Oj7Qn99fzrNoouHt5Gl9oT++v50faE/vr+dZtFFw9vI0vtCf31/Oj7Qn99fzrNoouHt5Gl9oT++v50faE/vr+dZtFFw9szTFwmR86/nUbSoSfnX86oUtJj9q5aMG+9SUrfepKDKXxMKKKKCQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArzz4jeOBo1s+n2Eo+0t/rZFPKD0B9fX0rrfEmsLoehz3n/LUDbF/vHj9OtfMGr6lJf3s1xK275uCT1J71MnY78HQUveY24v5riUyMxL884z+Q7VoaU0k8gQHfn16/rSaFYi8fZtxu/iNejab4QtPLQSIpPXiuSpWUNz3qWGc1ocU1s1vpmoQMrGSZkCHGMYJ7VhCWW1J3QEqfVK9qXwxbMw+8QOQOMcVFfeH4zbuhiVvlx8wzXOsTqbPBtaJnmVhfRzIHhcq6g5Q9VHb6ivVPhz4oaaQ6PdycPk25ZujDqmffkj6V5Lr+gT6Hdfa7XhN3IH8B/wAKt6VqLEwXkDGORWUkD+Fgc5/Ou2nUuro8/EYe65Zbn0vRVPStQTVdKtr5P+WqZYejDhh+eauV0Hz048smgooooJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKBRQOtBUdxW+9SUrfepKAl8TCiiigkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooo4HLHA7mgaV3Y8h+L+tnzo9OjY4iT5sf3m/+tj8zXjKr5115a/dWur8c6qb7xBezZz+9OKwvDdo1zqRwudrAZPSsKktGz6HDU9IpHoPhPRVihSVx8xFeg2sYCgDpXP2V1pmmRxxXF1FE5XJDHGa6XTrywugGgu4pB/snNeRU5pM9+HLFWRdii6cVI9sHUjHNWUVcAg8U8hSpOQPqaaQnKxwPizRkudOmGzJIOR6149ps62l80Em7YWIKnsa9+1m+0+3yk93BGfRn614R4tt0sfE8rwOrxSbZUZehB7iurDS1szjxcU1zI9t+GGp+dYXWnPw0LCRQfQ8H+ld7Xhvww1kReKYIy2BOrQsPUnkfrXuVejB3Pl8bDlncKKKKo4wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAClHWkpR1oKj8SBvvUlK33qSgJfEwooooJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKoa3dix0K+uiQPLhYgn1xir9cZ8Tr77J4ReINhriRUPPYcn+lDNqEeaaR8+38vnagoJzlwf1rY8MQSLabox85YndjpXOmTdfox6bhXfeB4UntmBAOGI2muKu/dPqcJFOdi4lnocJWO8jM07/feSTGD68nAqT7FaRP52mXqso6+TMshUd87T0qafwL9r1AXIijKc5ikYsrZ9a1NB8A22ko0jH96zKwn6yIR0CnsPUd65fdtudkrqWxu+G7y4e0WKaTzGUkbvUVm+IZL+7leOO7ENsBlsdT6854rY0mBba/faAFJOAO3FN1PQYtZtJLeU/LuJKHo319RWEWuY1ktDh47Tw/DHunvFvD1Oy4U7fqAScVxXjbTbW0v4GsWYwTREgFs7cHoK7g/CyMQvCjbckN5zjc3HbHQD6Csnx34ai0jTNOe2A2xko+SSSSM5rrg1Ga1OWcXKD0OV8P6g1lqNpcxth43U/iDxX1NbTpc2sM8f3JUDj6EZr5Dif7NdY6jPb9K+mfh/qX9peEbQkgvCPLPPbtXdTPn8fG8UzqKKKK1PJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKUdaSlXrQVH4kDfepKVvvUlAS+JhRRRQSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV5B8aNQI+zWgbhI9xHux/wDrCvX8Zr5++J94LzxlNAWyqy+X+QFTLY7cFG9S55tvbzAfbNd/4BvwLq5hbjLhsexrklshDln6KTu+mecfQEVd8MXBs/E0alsrICvHf0rlqx5oM+gw0+Wome9WUq4HvWlO6LbNIThVUsT7CsHT23RA44rSnC3GnS27MQsilSc44ry1uexJJ7EOnczgyN5Z3EncDx6VpxFUuj1wTjOMDP41ylnosSag93FeyGcqEYkkhgPbpn3rd0+ysbS6meByZpB+8y5JJ9eadtbkO+xrzOqRk5zXm3xHcN4buG/iVlZfZs13U8hKkDkdq8v+Kt79m0SGBSN1zNjB9FGSfzIq6fvVFYzn7tOTZ5dIy7lKnjt9K9v+DN/5lnc2hblQGx9OK8IhfKbO3b2r1b4NXPleIPJycOjLivWhoz5/ExvTZ7vRR2orY8JhRRRQIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAClXrSUq9aCo/Egb71JSt96koCXxMKKKKCQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAELBAWY4VRkn2r5b8U3/wDaPim+uVOBJM7D8TxX0N4z1VdI8K3k5ba8i+TH9W/+tmvmB5/Mvt5GcnOKibPVwELR5hbu6k+dG4YH8+MGqtrctBdwyqfmiYH8Ku3MWQZpFKM/3Bkcist8Iw2joaztdWPQvbU968NapHd2kZ3DBAOc1f1hb2S3i+x3CIAcyK6khh+FeS+EPEC2LrbyOfLz8rHsfSvXbK6ju4VdSGBGDXk1IOEz26VVSimU7PTdTun3x6na5xnY0Xy/h81SyWd9HKFF3blif4YW4Ptgn9a1otAtZfnS4nhzyRG+B+VWl063tTlWd2/vyNk0OSsac7GEtHBiSTew43Yxn3rxP4oamL/XY7ONgUtE2sR/fY7j/hXpni3xANH0e5uIVV5I14HbJIGT9M14V9mv9SvHkYNI7sXeVj8vqWLHoPrW2Dp687OLF1fd5CrFEghMpyH8xVVAOCCCTz7cfnXrnwc0x5dbkvQP3cCHJ9zwK82uorWOSG3tm8xUGGlAI8xjyWA7DsD3A5619C/DPR00zwrHJtHm3BDkj0xwK9KO54mLny0zs6KKK1PECiiigQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFKOtJSjrQVHcG+9SUrfepKAl8TCiiigkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiis7XtUTRdDu9QdgDFGSme7dqG7K5cIuUkkeUfF7xItxdrpMMmYrb/WY5BkPX8hxXldtGhlBYnJ5qxf3kmo30s8zE/Nkk85aqRkKsX6Vgz36UFCKiaWpRwiPzBjA4929hWYbcPblm4x19j60+KTzrkCXkkHaD7DNWrhgsaKuPnXnFCNDJtT5cu3dgg8HrXceHtcvLEqoZXiPO0n+RrW8L+HtO1Hwk0F3HvEszOxDfNGRgLtPbj65zTD4OurObEDi4iJOCDtYfUH+YrlrWkd9CjOKUlsdnZeLIDCoeKcH0XB/qKuNrMt6oS3haMHrLKckD2UVyun6bc28gjaGTPqRx+ddNEAsIH8VcbhI7dX0Oc8b2oPha8iiBeV1DHuThhXjojOwA9D29TX0IUTfvYZPuOg9q8U1O0+x65fWzqq+VMwAXlQCSR+hFd2H0jZnDjKbjaT6lC1cfaVZvu7gozX1L4Q2nwppxU5Bir5akjCxo3Tadx+lfTHw9uVufBOnlT9wMh+oOf611Q3PCxy9xHUUUUVqeQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUo60lKvWgqO4N96kpW+9SUBL4mFFFFBIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUfjxQMK8g+K3iUTXiaPbNuS3y0o7F+35V3fivxXB4f0e5nRs3KoQgUglW7frXzrqFxcXzS3B3PPKxZ2J6ZPSs5S6HpYPDtPnkrGS067ygPyL0qKUs554XoBVqSweJQ7qM/3ByfqfSqzZaQJkHnPFQemLPujuEdfvBQwP0qzJKxYbRjadoHtnjn8qQqJpsgjAXGK7HwL4d+13A1a6XMETfuUZeJGHG7njA/n9KlysrmlKm6kuVHbaFpQ0jSIrU483AaYju/f/AA/CtMD8fxpaXsK5me/CKikkGPU076mmijNBQEVhap4asNT+2PLuWS5VMsh+6yZ2uPfDEHPUVuU3FCdmRKCmrSR49qmgajpMknn27NGCQsiDcrjnPTp0zg13nw58d6doVjNYXayCF5PMRk52nHP1/OulAGMcYIxjt/nmuan8A6LPcPLGLi2L8lYXG3PsCDito1bbnl4jLedWgeuaZrNhrEPm2M4lGMkdx9RV8c9Oa8z8PWP/AAjMcqWF1cHzDyZGBwMdOAK3oNevocB3WZQMYkHP5jv9a1VePU8mrkdW14s66iqthfxahB5kfDDh0zyp/wA96tVundXR4lSnOnJwmrNBRRRQQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFKv3h9aSlX71BUfiQN96kpW+9SUBL4mFFFFBIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJpUt4HllOI0BZj7f40N2RUYuTSRFe3sNhbtNM2AOijqx9BXI6j4lu5YXO9bWFRl9pPGPVjzVbUNRl1G5aaQnaMiNcYCj0rivG+pfZtNjsEIV7sne392MHJ7euBXJKo5PlWx9XhMupYal7Sory/I5DxR4muNTv/3a7YkyELtkn3PPWueaSVV3OHY9eTjNaCiJ3XanyLzk1HKsZLNISQOgUZx9KtIxlLmd2UmvZ3/dA7Ex0TqfqaVIzGQSnz+melSoRz5SMnq7ct+HpV3SdGuta1FbW2AViNxLdEXuT7UMIpt2RZ8L6HLrmq+Xhhax8zuvG1ewHuf8T2r2CGGO2gjghQJHGoRFHYAYAqpo2jWmiWC2tqvPWSQ/edvU/wCeKv1zzldntYagqUddwHWlopRUnUJRTqKAG0mCafRQA0dcUpz2paUUAIBgdaWikoAntLqSyuUnjJyvUf3h3Brt7eeO6t0miOUcZHP51wJrovDVz8stq3UfvFJP5j+X61vQnZ2PCzvCKpS9qviR0FFFFdZ8kFFFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAClXrSUq9aCo/Egb71JSt96koCXxMKKKKCQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKADseK5TxJqImk+xRH93GcyHH3m/wFbGt6l/Z9kPLOJ5crGcdPf8ACuHznJ9ea561S2h9FkuC5n7aa06f5iHpivMvG939s15oBJ+7gQIcNwO5/HJH5V6TPKsUbyN91QWP0AzXjWo3TXV28owWnkLuVGOp5/nWVNa3PXx07RSQqMbiNUQbIemR1P8A9arr20KwrufA9B3FZ4nGRBGVCqfmYcYFK0rX8621qrNlggJ6u3TA9q1PMSu7E9npV1rN00FpHvPB+U4CjPVj2HvXqfh/w9a6DZeXEN878yzEcsfQew9Kb4Z0FPD+lLBhTcyfPO69C3p+A4/Otn6VhKVz2MLhlBKUtxaB0NFLioO0B1paQCloAKKKKAClFJRQAtFFFABSUtJQAVoaHKI9XgJGd2UH1I61nVPYytFf27pjcJFxn64pw0kmYYmHPRnHumd5RS4xkfhSV6J+eSCiiigQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABSr1pKVetBUfiQN96kpW+9SUBL4mFFFFBIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFHSiqup3JtNOnmXO9V+UgZwTSbsrmlKDqTUV1OQ8RXpu9UaPP7uH92o9x1P5/yrKYhUJp6rmQsx79aWVRwO1cMnzO59/QoqlTUF0KskXnRvG2cOpU4PIBHP6V47ewpESI89SB9K9N124lmkTR7R2hkmjM09zglYYRnceO5xivMnKYDgZjL4Q92Gev41pT0OHHSu0im0bLuQHDE7SR+tehfD7RVSBtSkU5BKQjPT+8f6fga4WBHuJPlwCSFX6mvaNK05dJ0q2sUxiFApIGNx7n8Tmio7InBUuafM9kXe9GKTNOrA9gXFLQOlFABRRRQAUUUUAFFFFAC5opKUUAIabnNEoJQ461EjnPIoFclHNHT5hwRzQDnpQTwfpQtxS1iehr9xfoKWkX7g+gpa9JbH5zP4gooooICiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKVetJSr1oKj8SBvvUlK33qSgJfEwooooJCiiigAooooAKKKKACiiigAooooAKKKKACiiigArC8Q3G4raqc4GZPx7VsXNwtpbvM/YcD1Nca0zTTySScsxz9K48ZV5VZHuZThXKXtX0M+SMwOc5wTwaafmPHJ9q0ZAGXDKGzXN6lrEWkiQvG5CgkFMHBxx+tctOopaH1HteWN2cZr1++peJbvR4ZobaGeZI7iUyAb1RQME+g5IAzyTmsjxPd2l1cj7DGkdlbIsUWBtLgdDj3JP4Vlyttd5GJZ3YszkDknkkDtTJIJrlVhgDNk5I9/X6V2pHjVKvNe5v8AgmA3PiK0OwFIQ0rA9sAgH3wSterlq8t8O6ddaH4l00X6PCxOMZ6h1O3P4kV6icYrKp8R6GXtezdu4oORS5poanA1DO8cDxRmm5opDHZozTaMmgB2aM03JozQA7NKDzTKXNAD6KbQSe1ACt0/CmLGpHIoJ9TTwaBCbAvTijHPNOzQehoW4pP3TvLPzDZQGXPmeWu/PrjmpqRfur9BS16Mdj86qu82/MKKKKZmFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUq9aSlX71BUdwb71JSt1pKAl8TCiiigkKKKKACiiigAooooAKKKKACiiigAooooAKKKqaldfZLMsD87fKv9aUpcqua0abqTUUYuuX4mn8iNv3cR/76NZS1G245LHJ5OaUuAK8KtU553Pt8PRVKmoILiTy48g15z4zusWx+cgsSAPWuzv7xVQgt1rK0/wxJ4pvo0PESOWYkcbSNp/Q1WHjeYYiahSbZ5IoWSX523knG1Qc/r0r2T4ceBleOPVL6IiAHdHGesh9fp/+qvMdb0x/DuvPbsD+7kK/N7E/rivo3wpr9nrejweQixTwxqsluP4cDGR/s17EUfO4qpJQvE8y+KmjXX9um7tozsjgSQFeMYwM/nirHh7W11vTlkJVbpPlnizyG9ceh6//AKq9P1rTPtsaSxxJLNFkbH6SoeGQ/X+deD6x5nhLxRLPZxzCBnAmjmjwTGTyD7+/qM96irC50ZZjeR2ex327BpwbPeq0NzFd28dxCS0cqh1PsalXJNcp9MnfVE2RTs01Vp4X6UmUJmjNO20bM0AM3YpC1SeXTWjNMLCBqdmoiCvUGml/9qkInz70m7g81XMmO9NJkdhgce9CC5YHztnHAqYdKZHLFHJHE4BY5PPpV0RxvgqBis5VVF2J57PYr0natCKBR/D+dStGijO1Rj2FTGtd7ETqWjex1iHKLj0FLSL91cdMD+VLXrx2R+f1Vao0FFFFMzCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKVetJSr1oKj8SBuppKVuppKAl8TCiiigkKKKKACiiigAooooAKKKKACiiigAooooGFc5rs5kuvLU/LGNv4966MHn6DNcXcyGS5dm67s1yYydoWR7GT0lKpzPoRbcjiszUWnijYopz7VqK1RzR+YMEcV4/XU+rT0OGhuZtS1D7KEbdnGDXsWhaTHpGmpCFHmsMuff0/z3rjNFt7TTdeju7mIY5G4DoexPrXb6he3Fsm6CNGQgbXOCPxJIAP6V62EUXG587m1SpKShsjzj4ueGTMYdatVVX5EpI43Acf99Lke5ryvT9d1Hw3rsc1tJLDtIKBnLDae3ute7azfajf6dcWz3FhHHMpVkkZXOPYJuP8AnrXkV34B1uaWO5u7e7ay8zYsgXDMT0VQememTXU97o5aLShyTPcNL8X2OoeGo9XfCs2VaEHkuOoH+eKxrzw7NrulalqGpBVmvYsIrf8ALNByv8h+Vcb4MtZ/DjmbUdEubnYcMDIFCt6bT2Hcjqa6vVNe1vxRC2naXpslvFIcSyFssR6ZAwBQ7mDjyP3Tj/BsrPp81oxLC1mZEbHDLnI/z710pG011GneEbPTtBWxU7pAC7S8cue/04/SuekiaORkkUq6nDA+tctaHK7n0OV4r21Plb1QxTUgzTdvFSJBMwyI2I+lY3Xc9XUSlpxgmHWNh+FJtZeobP0pcyHdiZPpS0u0ns35U4RyY+61HMg1Izz1pjKh7Cp/KfP3GpPKf+435Ucy7isyvsX0FKAB2qVoXAyVYD6UzGTtHfpTTQbalK9h8tre73nLFo8Y4GMHr77v0q9bTFoxWpqultbeFEZuJFlWZwe2eMfy/KsKyYkDNZYmPK0cGHr+2c2nszbhYkDJp0v3SM9RUUR2ippMFc+lc8XqbSi2rHU28nmWkLDvGp/SpM1T0lvM0uD1XKn8DxVzAr3qbTgmfDYmEo1ZIM0ZowKMCr0Oe0gzRmjAoxRoFpBmjNGBRgUaBaQZozRijAo0C0gzRmjAoxQFpBmjNGBRgUBaQZozRijAoC0gzRmjAowKNAtIM0ZoxRgUaBaQZpVPNJgUqgZoKipcyFbqaSlbqaSkXL4mFFFFBIUUUUAFFFFABRRRQAUUUUAFFFFABRRRTAUdRXH6vaNaXbnB2MdwOOorr6iubaK7hMcq8dj3FYVqXPGx34DFfV6l3scOrcVIrZ61Y1HTZbGT5gTGfusOlVAcgV4tWEoPU+wo1oVI80R0kSvz0PrWzod+pH2C5IKniMnt7Vig1E5IYMpII6EdqvD1XCVzLFYeNeFnud3HZ21uSYraGM+qIBTpoluInikJKOMMDyDVDRdTGoW/lyH/AEiMfN/tD1rSr24SU43R8fXpzoz5ZDXjjkHzordB8wznFKoCrtUBR6AYFLRVHO5N9QIznPeub8R2Hlxi+jzndiTHf0NdJUN5ALqymgIzuU4+vUVnVgpxdzpwVeVGqpI4a3l3Hk1bVl9qx1lMMzL0x0Bq7HNk14U007H3EHzLmNEFSKjlUY6UyN8intyKzux8pCCKkVqj6NTs0wsS470bRTAevNOVjQOwPnaKrwgHULYOAVMyjB+tWHOaqyuYpI5R/Awb8jmtIO0kZ1V7jOu8Q2wl0W8jAHyoWH4HNcBp2T169a9OvUEsMyryJEOPxFeYWIKSumfunFehjFeKZ42Tys5wfc2FO1ealVww255xUI+4KZDIM+leZc9pnSaDKDFND3Vg4+h//VWtXOaXKsN/GS3yv8p/GujNe1hZ3p+h8jmtLlrX7hRRRXSeYFFFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKVetJSr96gqO4H71JSn71JQgl8TCiiigkKKKKACiiigAooooAKKKKACiiigAooooAKKKKAEkjSaMxyKGU9jXMapo72hM0PzRH07fWuooOCCCAVPUHpWVWiqi1O3CYydCStscHuB4pNvatvVtEYAz2oyO6+lYivxhhhh1Brx61GVNn1uHxUMQrxZNbu8EyTRttZOh9K62w1CO+jHRZQOVH9K5EEY7EVNG7QyCSNiCOntWmHrum7PYwx2CWIV1udlRVGw1KO7UIxCyjgg96vY7d69eE4zV0z5OtQnSlyyClHBH1pMH0qGa7t7YZkkBPZV5NOUlHcmlTlN2ijzfxDts9dnQcDefypIJ+hzxWjr2lWur6hJcPczQO5yArDGPxFV08M8bYrq46ZBYLj+VeJiGpTbR9vhE40YqRagfcOtWj61nJpuo20whjkinbOAoBUn+laJt7yJQbi0miOO4zn8qw5Hujo50tyJhk0YxT44nlbCKzf7oz/KriaTeSIWW2k2gZJPH6UKMuxLqRXUoZwaevI45qxaWM11fpaeVJE8ilkaRCA2BmtW58PfZbeR2md3VCwCLgE+lbQw9SXQyeJguphmobhBs+boferQ06+tRm/gaLJ+X5hz7Z9a0ILIFwJLeNo3UH5uSrAYP4Hg/XNavBziuYpVU4p9GaeiXn2zS4ix3SwHy398Dg/liuJvbc2evXUPbeccdj0rq7K9EF7JbiNUAGCuMA1i+L1WDVrW6A+S4jPP+0P8A9Yrqq+9SszzaeGlh8VfpIrbmZPlFCoQ/bFOQ5Xjp2qQAZzxXls9dluHopxg/1rp45PNhR/7wzXLxEBeelbumSb7THdT/AD5rvwM9XFngZzSvBSRdooor0z5oKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigApV+8KSlX71BUdwP3qSlb7xpKEEt2FFFFBIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAAOKx9U0VLgGWBQr9SPWtiipnBTjZm9DEToyUos4Uo8EhWRcHpUoYNXUX2mQ3qZICv/eHf61zlxYzWUoV1IU9G7fhXk18LKGsT6nB5jCurPRkDM6HcjHIq9beIbqNQsoWQD1FVTHlM5FVvKFY05zp/CddahTrL31c059euJwQv7tf9mo7ZWlYO53HPANUhH8wXHU9auGS6t1BjtzOq/wAKsN369aqVSc/iYqWHpUl7iFuL+0RvKuwIyezrgH8elKbG3kQNany1bq8Dlf5HH86jj1q2ZvKu4JrfJwVuIsD+opg0fS7qd5PtHlknhreUoT+A4qGjYfLpurWkRlstUjkdBkJdx7gD/vKc1SsdS+If2osE0i7tOjQopBH0JI/rViXRtWjlUWOtzGD/AKeEWUj6EY/U10NsbXT4Qbm+lZ8fOyrtBP8AujOK6qDa0OevDmiLoWpay9y1pqunC2CqWWVE2A+3HFbrXNvFt82QAE9z09Kykgu0Sb/Tbi4gbmIyIq447bRyOe/NZ9lYTshju95+fC5PIFehyLc56NC8PeZ1sbBnZQSSO/t3p5OQRx+IqGzCkM+48DFQahbtKo2TyROnIKtgDPrWc9NjLlTlYqa1Z3F00csTjyUBLKRjB9feqGk3HmXZtpNr70ymR/EPek1ma7s/D0CfanS6dgiGM5MhJwR+XemaHomonUIr7U2RTEpKRgjO7sWxx0Faqzp6jWL5U6KV/MuXGlZkWZ4/n3dV68etZ/iPRm1bQliibbexSB4g/GT0x7Aiuls7+K7E6xSbmt3KSgrjDVyuo+Ln0/xS9rdxItlC22T5dxx1Vx379KxVJvRBUxvIlz9Dk7C7bJjkDLKh2ujdVYdq1ozuAPvVfxXaRwalbazZEPZXw+eReiuP8aday7owa8ytTcJWZ61OpGrBSiX1+4a1NEl/eyxnuM/lWUMFcVa0h9upIP7+V/SrwsuWojgzGnz0Gjo6KKK9o+NCiiigQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFKvWkpV60FR3BvvGkpW+8aShBLdhRRRQSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUoViMgE0AJTXjSRCjqGU9QacQQcGii1yoycXdGJeaKRlrUnB6oT0rOXS7tTjymJ+ldZRXPPDQep6VLNK0Fy7nPQaPclgWQL/ALxqW9QaWkTTBZWkbAijPzkeoBPIFaMurWFvG0j3cPAJA3j5iO1cPNNLN4lvJoRNdu0aghPm8sbgQQR0HFZSo01oj18FWxFVuVRWXmdF9r06eOZbl08rIVxcLtXntzx9KqWnhjTFvxdRTTqjKQFExZBz2BOB+dYS2t1ql3NaX1wIbaO8LrbBcNLg7kzn+Hk4xz+VdlZLMQQkchIfP3OKyVOMWdvvuLb0MGXw59mhZo9fluEjLMRIcMB6cHmmaObVywjUs/3iWz2PHWulvoPtEqqkcUfGZd3ytWfb6OkMvnw7mCA8DJH1puMTqoVI8jUzesbsvbrbqgjwM5L4zUUyz219CzSr5ZYHOevqKW3t4vJKyToFdfunsfWql4Y7ONVkuYwhb5SX4JrWM3GNjlUU5tJ7mpYXvnbk2FerAhqx/HFxLHpduI2YEzc/MQMAEkn9KWC4uINSSFLKVkdSPPUZVD7j8Ks6hotzqtobVnKRuytIzdgD6dzV0201zHJjaF4tRdijoIttWhjvLtmub6MAHzjny8dMDpg9c96vxa/byag1shLEuUBH8RwckfyrUgsUt7dIkP7uBAiDNV5BZW9yqeZbi6kBwvAY0qicpe6Rh1TpQtPcntreOO5nuo3kUzH94mRtJA+9jHWqeqaVY6oYpZ4NzoSFdTg49CaZYajcytLHqNr9kMeNjYIWQ9D1/On6jNNGsZhUNF1kJ7r359a0TcSXShU1lsc7qbppz2NkqNJpt0GtJUwXYHOQ6jqSM9fasGBJrG5ls7nHmxNtODkMOzD2I5/H2rtSml3RttSN0XhsWYl4X3AZHO7HWub16CCa4h1DTpI5vMYrIkTZKqeRx16jn/erDFxTjfqdWDfLPlWxNGcrmnWsnlahA+ekg/nUEGVQbwV471MbS5k2SxQSOuchlUkGvPpX5k0dGLcfZyuzrjwcUUA5GSMZ5xRXuo+HkrNhRRRQSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABSr1pKAwDckcUDjuK33jSUrfeNJQhy3YUUUUEhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFNLyqcJjb9adRQMASRlup60UUUCCkZmWJyihn2nardCff2paKGXGXK00clrml3MNjNNaxJFKSBH++ypckYwp7Z9aTTdJmgu5r2/aE3c+wkIu4o4GHIx0B6Y5rY1u3a9ubG3UNsjk86QgHBC4wPrk/pS6fc2326X94skbsfmwcI3cHPTODXNOPLsfV4evOrTTmtiJdBs57xdQVGaTCtuD4zgdxWq11DYWUlxcblRU3nC7j1welTajYXM1kEsZlgkUhgOzeg+lJBaTPbiK6jRhjBBGQfUfSpjFDq1XOG5Xs9YsNU89rFo5pkUF4z8re3XpVK91D+yWmmu9O2ae8gUyxzhmXPQlPrnpV3TvDlrpUs0loZYkmxuiLblBHcE8j6VR8WWFxfaC9vbJ5kjSK2B6KcmtYxV7M4p1KnI2tyG18SeHbm7S2gnmeZ2CqJIioJPv0rUuIQEL3aJsyNi9duD1rzbQvC+pNra/abdoY7d98jOMfKPm49SRXptpfxa5ppurCcBWwNzLyjZ6EfjVVKKXwk4HGVp/xVYrQ6lYyJFmUbpM7CvfFa4kSawkigkKnbgE54riP7PklWdRayO6Md0iJjdz/Wus06CLT4UtGmBuGXzNjuN+O1ZuDR6uKVKEVK+pbsUuIoVEzK7kYLD09KtskMrKZEVih4LDkH2qDeVUEY461Tu9RitZFd2++wCgc80c1kcihKo9ixLaCUkyBXzzyelU9StrQ2RivViWEY+991c9/rV4SeZCqkFm6EiuW8T6Xdasjyxz4W1iysJOA5/iPtgY5q4NPUmtKag1a5qaT4ettMtryG3YvHcNlt3Bx0wea5nT/D2pWiSJJHGViYqCJQcjnH6YrpfDEFyfDsJvBI8koLDzT/AAj7v4YxU0VpPB57EsWcb8HovHSuevTU3qbYObjHTQ4uK7ivYg0BY9eGXbW/p+o29rYxxTswdSRwpPGeK5eFGtNZu7YjALCVR6Bxn+ea0XBIx71wwqSoy907MXhIV4pS28jrYZUnhSWMko4yMjFPqhozFtMjH90kVfr2YS5opnxden7Oo4dgoooqjEKKKKACiiigAooooAKKKKACiiigAooooAKKKKACkKkscdzS0q/eFJq4cqlZMG+8aSlb7xpKaKluwooooJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigApQMmkpyDLAUMqCu0Mit5W+2CW4DKXzEgGMYHf8ayNRtrux026OnafFcuz/OmCSykfNxnk/yzVi5vpIri7kGRHEnUDqfT+lP/ALUBt3ljt5Z5VGTHEM7/APDFc3tPePqo0ZKjZbHHeFtY1jw/BMuoyStpMfyRpcL+8i9QrdSBwMGu403WY7+Z1tyWRApLZ9aotFb69prSTQECQYaGQYfgjgjvyK5rTNehttTvEt0K+RJ+8iHzKRnG4EcYqW3e6NKSpRp2b1PSJZNxGNy8dCOtZ08kSsI2YrzwT0zUgvoZ7dLhJcxsoKgDOc1Va3huJyzOxBbmMn+ta3droIRjqpEsyxrbStKSYlQlgOeMc1yfg/Rru3c6gshWBg0Yi5z6ZI6du9b2q6w+nR/LZvJGy4SQMCAfRh1qTw7qd5rMcr31uyJHgxnaVRs8Hr1xW13y3Z51VxlWi+qJodRf+0vsghkITlnJyEwOuDXFeLbg2Pib7XBcJIWKuu1smMjsfTkdK9B8pQy4d9ytncODj0rJuPDHh2OZrue1VWMgfdJK20N1GFJxWcJrqaYyCqpKLsX7e+861jFwI1naPc0av3Hce2aH01ZbiMyRh2jO5c9Bmo/slqiG+hji8wQlVYuMbevJ9Kbomqz6xppuBbmIL8qyA/LIO5XPOPesbczdzoVSNPljFmskW2IqMqxPX1qGCJXuJQregaM8n8fQU1LsbQBIr+XjfjqK5yTT5NLcSzXVzKl2dzmJ9rblywH0qkkKblHpudBLfmDUltH3EuPk+X5T7VduGIgUd2xkUm2FpEmYKZSPlZh8yg9qwL3xI8PiBNOayJh2FvNMgBOM5IHoMH36U7XJnNJLoYnilEg1yxn+UNNG0TfVTkfzNMHzID3pvi26XULJZ1haN7NoZ+SPmSQ4z+ZxUVlMJYl9MZryq8WpnrUXzQ1Oi0Rv3EqejA/n/wDqrTrH0VsTyr6qD+RrYr1cO700z5DMYcuIkFFFFbnAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABSr94UlKv3h9aCo7g33jSUrfeNJQgluwooooJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigApyfez6U2lH3HH+yaT2NaOs0MexjmZQCCGYFgR2H/ANes+DRp97zROYJ9+RnofWrcV0THGLdkkjlIVWB7fWn2us2F3NPFaTNI8JwTtOPwPeuVxuz6iNaUIqPcqa7c3dvbjygjlTmYFN25SPTuPWs/R4obzSrm2TSoUViQZLdQikZ4U9yRWxqK3k9s0loN0pOCWGDj27Vk22otokaWt8HM0rM6hcHgnvit+X3bHRTgpwVl7xlNYaj/AGYNPHmW8e4IrwZ3KoOcDnjI4zVPRrfxFo+uy2qq02nqwlaeRSwGRnIPQn1xXWabHb6gzu0rxzAk5U44J4rbljwIwJGGAOSev1qFHk0JxFnLTcxbjUo40KyW6PHKp+XGSR3yvep7C/jayRIYTbxKvyoQRtX0wanub7TrZ9t6fsySHaryIQreoBpw0+0lt9sBUxuDtcNu49qiXPYyhKi201qUJdVYkmB0MQ7jBOfxNZ2oRR6w4S4mlOEwkafdDf3sYwT/ACrWudAX7DEkLnKHnOBuJ7mkh8PRvHH5zuko6sh61knJOyOi1CVPUh0e2m0zSpI7hvtEandEqKWbZjpt65z2rD0zxnENY1GS9W6EEi/uoAOmOuV7H3FdddWCG3a33SKsiFCwbke/HeuNttAaLUo7YyqyMxBZXGSPcdcmuuCursypYanN3b0R0VzrFhpdokwjllF0BiNTllBGfwrcikiazMkRDjYHCg84Iz07Vz2o6Tao8BWJmOAqruO046DFaGh2qwS3EhshA74LOCRvx04PpQ0kh1YRUU4gupPf2EpiBikAK884JHFcb4wtJB/Z8scEks8iENIoJLEHgfXvxW3drBaa1DGkwiiefzHVSefTj0q5q3iK1jVLHT7uGW9mzjy2yI1/ic49O3rSj7r5jlxtJSpqEXZs8jj16aBdRguYyWvYWBkYncDGd49sZU10+gytNaLIc4PIrP8AF/g6NmsWspiIpo/LVGH7zBHzM3YZyeBW9ZWqWdqkS8KAOtcOOcW7xOjLYTp0+SZsaOSNRAz95GrfrnNMbbqEPoTiujrpwb/dnjZxG1ZMKKKK6jyAooooAKKKKACiiigAooooAKKKKACiiigAooooAKVfvUlKv3h9aCo7oG+8aSlb7xpKEEt2FFFFBIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFKf8AVvx/CaSnIfp+ND2NaHxo5fwpMlw0gbapt4doUHhjnlsfpV3VdIuHtY10lRBMoYSeWwTcp5I6ZJzWFYRR6b4kE4BW1WN5FIyRsOcZ9e/FdlY6gt2x8qPhX2gnuMZrJxtqj36NOVSm+Ybo1rPb6JbLOGWXZl0ZiWzn3rnvE0Vxd3cZtoJGSFMNKq5AYnpn2rts7SSW/E96r3puPsMv2VR5wPRhgkd/xohUs7G0HKLSWhwcMUyOHZnkZQAuOMfl1rqCYNUQKs7N5ZBZRkHOO9ZTSPbApImGyd27g5qxpmoWGmyyi9/0eUjGZGJP0x+uauS5kejiPZ04KTKPjWSGK2tSY389idhBwABWNaeKpkjMQVZJJMJ5khK4UDjGMY6/pXZ3utaHJGsVxPb3e5htjVBKfy7VyeraI0kd3qZtVtrX/lkhIH0wo6VdK1rSPlcXOr7R1KUjttDka90W2murkvKMqzK3U5OM+/FTyx3vn7obpPJC8QvDnJ/3gRj8q8+8G3F1a62sBdkhdWDpnIYBeD+teifaoN8atIoL8Lz3rGcLS0PRwcpVqNzCg8QRX2o/YJrdo2lJRm8wDn0H9KsjRLe3dp4TJ520+W0jZ2n1xWoLe2mnScxo80LExsRyuRinXMK3MTIXKkjaCOwo9py6HRTqVIXTOEGszTN+/kklK4KleNtdHo+uT3UgiliUZU4JPPHrVDVNL0ywuFis4RFP1cKSVx+PembFhCvbyIshIBcvjArV2kkj0IU3Up80hZ7RtW8RXkDRERr5fmSgfMg64U92YevQVmWOn2VhaPci02P5zZL/AHh1Uc/T8Oa7HT58+dCxV5V2MzrxvyOufwxVHWLCN42t4w2CN24/MF965qkrqyMaMIyrJzWxx1zefatejQklYrVVXJ9WP+FaUnCp7iuauGNl4qSBmyZoRtycc7icfka19RvPs0RkY4VVx+NeXWTTsepVhFP3TZtfllibsGBzXTMMMfrXKaezNYK7YLbQcg966lW8yNH6blB/Su/BbNHy2dR95SFoooruPACiiigAooooAKKKKACiiigAooooAKKKKACimSOybdsZfJwcHp71xPjb4jx+DL22tptJluftEbOGWcJgBtvdT9ab0VyoRc3yx3O5pV+8PrXCaL8SodZ0tL1dKliDsy7DODjBx121oDxvECP+JfJ/39H+FTzI3jhat07HVt940lK33jSU0YS3YUUUUEhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAU2RDJDKinDMjKD6EinU5DhxnpmhmlF2mjC8uO70jypJCiRjyt3r3Na+lxqgUqMIV3Anrz0rJt1S2W6glUlSWUH0PODV/S55GlkDOREFGFJ4GBXM59D69Rl7O0di9qQt5EWGd1TzGAQlsHf2x71lX1zNomhvm7JunfMP8TMSeBg1keMJJZr+0jiAKhP3YHVyScj8McVt2tjpqRRai0RMuAwmuHZmU985PrxVcqilJnBGrUq3pJHPWlvruqSxrNa+SGYmS6kQ9AepGcZ9OK1de0W0g01ikD3F28i7pnbMmO59hjsOK3LS+juV3xtnPIz/OnXoge1VpM714BB5o9tfY0eHlZU6jucrFolhbTwTxCSIxNuBZs7vY+1bVperBCyhVk8wjO5crisnVop5AGQnywOSD+XHep7KJxBGWyrnmsnKTV7npxwVCFPRF650sRWrm3hjUyKxVkQAjJzVDT9OaPyBcHDRkPye/pW6Ixcx+VLORMFPHrVO2kjgjIlJfe46dVArfn0uY0pezg4RRsQQlISc8t2AqheajLYzbHty0LYCvG2TknnPpWnGwbYVLFeOK5SDxGbrU7i2+yNOqHKJCAxYgnqScDPHPao5HPU4pVoU5Wn1LevXmnQsiXLYuWQCN2U4AJ7n2rEsoX1O5mgskV9ox5/8ABE2e57t6L+oq6+i3Gt3b3Gsr5SLxFbQSAgDqcmuh0+xttPgS2s0EUS5YLndz6k96tz5V5lU8RWS5UvdOdspmsdSt4pJQ4kc2zMOAx7H8xj/gQrp9iywtGUYI4I+tef6+r3FjMFYiTcpVgcYbdkH867LQLOew0mK3ufMEwYmTe+49cZB9MVyUdbm1duDVjznxBa2V74+tDasxa1cROAeN4Bz+XFQeM7trLTo3QZJnjRsDORz/AIUaHKZ/FEdxwPtV7clxt5G7lfpxij4m28VkmnwmR2DyGVsj7oUe3uf0rOtTvI66NVuK5jrdK2XGkwts2AoOD15robfi1hHogFc7oUUh0OHfGyFlGN3XnvXShQihB0UYrfCR3PFzqS0SFooortPngooooAKKKKACiiigAooooAKKKKACiiigBksQmj2FmXnOV61ynij4d6V4tltZL+7vozbxtGnkugyCQecqfSuuopvVWZUZOLutzj9K+HOk6Rp6WcF1etGrMwLshPJz2Wrw8GaeSB9ouv8Avpf8K6KlX7w+tTyo2jiKt0uYG+8aSlb7xpKaMZbsKKKKCQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKO4oooGnYpXauXMKxb/NbcD3BrOto7tNXudzM1kY18vb03DritK/eSKO5dDj90uBuxyCRx9c1W0u7F3dlPLKMMgR46KK5px1ufX4CpKVC72L1ppVtPei+Ll5oxiJSMCP39zWjcWSTwmKRfMVvvZNFokahtqbT/eqlZC+FxJ9uOfmBTHQ8ckeg9qPiVmZxtzOUNCOK2stJ5MvliV9q+YxxkDp7VqRqCobapU9+uapa5o51TTJIom2zFg6lumfeo/DenSaXpiRzrIs7HMis+QDnsOgFNRSRlOvOU7fiW7iwaa43qVC44GO9VoLdI5JVuE4GD9eazvF+vy6VDarbTCOd3Mh4zlB/9esLwx4o1C61uO1mkMtvcMQ0bDOwnnIqlh2485g8zjCoqLZ19yIXJkjbawGOhrIvb2HToRNPvKFtuVGSK3rkWluu8wjnp6VkXkdrqEAS5COrnKRqccDvWPLd6nr0J3XkX3vf3G4cRbfmJ7j69q5vw3pMwuDqDM9um7EUZXPmRnOc9+eMV0EMLLCjRAEdNoAI44HBrRluktYEmu9qt93rn8jWkJWTSOLE0YzqJpbGLqrail3D5ERMajnB5Leh9hWjukS3klZsMqHj8KnUbwjxox+cZJ5yD3rkLXUdYN5fWM7I0cKsZDKuGK5wMfnUOGjZpKso8sLGfqz7NOnf+7Hu/IZrup78+RuTA3JkfiM/1rgdYG/TrhP70bL+OK3I/MvfDelHLEtHGZGHUAD/AOtWGFejOqrTUuU4q0Emn+J5NSnybebUCQf7iINpOPTirXioNr+rwLbJ5sMqJFCSpBI+8x/OnSbtRtIpbiGSI/apfKJXBaFWwNw7EnP5Vu6XCsbC+mADEeXEnrnoKurJ35UXHk5VLsbNlG6rDCygMBlgPpWj15qOBAkQJO52ALN61JXVRhyxPksfiPbVW0FFFFanCFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABSr94fWkpV+8PrQVH4kDfeNJSt940lCCW7CiiigkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCpqMXn2zQ8AyDaGboCCDmobW5sNFuobe8nQXd2zeWQP4c8A+mauXKb7WQA7TtOGA5HHUVw3iG7ju9SsfIEqm2VUNy6fK3IIOPY1nKy3PbwdafsHGHc9J3lQSAR6ilNzsl4OF4A5qhFqVjcW+1LyF5MDJWTaCe/Wq8tlJdXUD+dhIjkop6kHNc7n2PUo01y+9obiSgwb8HHJwTTPtMZKjb8vfNM8txBuLFcE8HvVC7nMSJsbYznA4zWqkrakQpKUrIy/EHh1dakNwk7RzhNoRjlD/AIVm6fZWfhC4tbi8fzrmd9qqnAiHd/fkgV09pP8AaoS2CGU7WyMZPrWBr2l3Gt61DZohjSKMgTmNmUk4OMitoTurX0OHF4WEJe0UbyN7XZJIbHfG8YUnawYdQemKwIYDPcRLZNiTadoPJ9e9bC7NL0q3huW3rEgjztLBj3JzTdR1AW/hybVNPjTzVjGJWjyQueeOvFT7uyPSp13SoczRqw2zRQKrMGbqT70Xtpb38KxTLkJ8wPoawvCmtyataNFcShrmE4Lbcb16g/WtqaTYGDBlzzk+1YyXIc9Go6z5kWoFVBgEEN0qprPlf2dcyfIZtuN2PmwSOM+lVtK1FL12cIyqj4XnOfenasB9juPkK/KOvfmk580GaujaornF3iGWJkHccVq2OoQ2EukaTchk822LpIfun5jhfc9aoxxme5Ea/wARArp7rTba5urSaVctaEmP8sVlhYOzZOOxaotJmBKYb/UA0VrKLVXaMFU+8c5yPqc1rR6YwMKOESCEho41JZiw7sTWnwMYAGBge1JXTGik7s8vFZnKpHkp6IKKKK2PJCiiigQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFKv3h9aSlX7w+tBUfiQN940lK33jSUIJbsKKKKCQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKADAIIPcYrirtTDdup4wxFdrXJ+IIzHqDsBwxzXHjF7lz2cnnaq4lWILydq59cVdiPzZGAc9RxWbG+BVuJq8tSZ9TKKZp+fIqBfPlx/vmqV6txPE23Ub6Inuk2cfgcipQflqF2ODWvtZIzjTSd0YF7f+KtOj/wBG1p5Yl7PDGT/6DW94H1vW9Ua6fUbsyRxrgL5aryfoB71TlAJOehrY8J2whtrxwMbpFH5D/wCvXVhakpyszhzP3KLktzN8f6rqWnQxfYrkRI65KmNWyQevzA1wv/CZ+JZ7drd9Tby2XaVWGNcj04Wu1+JMe+xtW/3v5153ZW+5hkU8RNxloGXL2tBc5q6VqWr2cjNaXkkLOACyIuT+OK3Yr/xDOR5mrXJ+uP8ACq1lbqijgVppxXJKtPqehGjTgvdRJBHqBGJdUuyvoJSP5VOkJjdpGkkdiOWkcsf1pIjzinu3GTUc8mrA4pu5e0KPzNSLkcL835V0h61jeHosJcTY64UH+f8AStmvWwsbU0fJ5rU5qzSCiiiug8sKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKVfvD60lKv3h9aCo/Egb7xpKVvvGkoQS3YUUUUEhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUABrnvE0fMUnqK6GsnxFGH03cR904rKvG8Gd2Xz5cQjk0b5quwGs5H+artu/QGvC6n272L4Py9KiZuakyNoqrIwzVMhDJTn8q6Xw8u3SSf70rH+QrmD8xFdZoy7dIiA7sx/WuzBfGzyc4laic98QF3WVqP96uFsk29q7/AMcrutbb2DVwsI+bgU8U/fNsq/3dG3bD5RVwCqdvyOKugcVwN3PSkTL0FKx4xTV6UqjMgz0zVQV5Izm7RbOp0iLytMiPd8sf5VdpkKeXBEg/hUU+vegrRSPhsTPmqthRRRVGAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUq/eH1pKVfvUFR3QN940lK33jSUIJbsKKKKCQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACqWrIJNLnB7DP61dqvf86bdZ/wCeTVM/hZ0YZ2qxPOVfEpFXoG5qgwxcN9auwgjvXgzWp95HWKNPOYqqP1qbf8oqvKwz1x7npSuEY3FTlhXY6YmzTYV+p/WuOjaNMGRtpyBgjnmn6r45bQNMgaOwS5HTmYr/AENd2E9xc8tjyczoVMRalTV2X/G5Hk2y9ypx+dcIow5x2qnrfxQl1how2kRw+WMcXBbPP+7WMvi1ixP2Nef+mh/wqa8lOV0elgMBWpUlCUdV5o72zb5Rk1ogggVwtr4ofAP2Rf8Av5/9arp8ZPGoH2BD/wBtT/hXC5R2O6WEq9jrg+PWrFgvnX0aA9WFcbaeK3vblIRZqm8gZ80nH6V1VjemxuUl8sSFDnBOM10YeN5XPPxkXSg4y3Z3bEbqSubPipyf+PNf+/h/wo/4Spv+fNf+/h/wr2PaRPjZYKs23Y6Siub/AOEqb/nzX/v4f8KP+Eqb/nzX/v4f8KPaR7i+pVu35HSUVzf/AAlTf8+a/wDfw/4Uf8JU3/Pmv/fw/wCFHtI9w+pVu35HSUVzf/CVN/z5r/38P+FH/CVN/wA+a/8Afw/4Ue0j3D6lW7fkdJRXN/8ACVN/z5r/AN/D/hR/wlTf8+a/9/D/AIUe0j3D6lW7fkdJRXN/8JU3/Pmv/fw/4Uf8JU3/AD5r/wB/D/hR7SPcPqVbt+R0lFc3/wAJU3/Pmv8A38P+FH/CVN/z5r/38P8AhR7SPcPqVbt+R0lFc3/wlTf8+a/9/D/hR/wlTf8APmv/AH8P+FHtI9w+pVu35HSUVzf/AAlTf8+a/wDfw/4Uf8JU3/Pmv/fw/wCFHtI9w+pVu35HSUVzf/CVN/z5r/38P+FH/CVN/wA+a/8Afw/4Ue0j3D6lW7fkdJRXN/8ACVN/z5r/AN/D/hR/wlTf8+a/9/D/AIUe0j3D6lX7fkdJSr1rmv8AhKW/581/7+H/AAo/4Sx1P/Hkv/fw/wCFJ1YLqCwdZNNo6VvvUlK3WkrRHNL4mFFFFBIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABVe/ONMuj/0yNWKp6s23R7rH9z+tTP4WdGFV60TzyRsXB9M1eh+bkVnyZaUjHerdu+0YNeHUWp95T+EvPkAHNVmO5uvNSM3HPNRQgl+azLemxOLOOXbu3cYxg4rUm8FaRqmmQR3QuSMbvlmx1/Cq8a5I+ldZCuy2iT+6gFejg1zJpngZrXnSalTdmeY+IfhtoOnpG1uLwbgc7p88/8AfNcnL4X0+I8Cf/v5/wDWr2TxRAJNNWTH3Gwfof8A9Vee3UeT0qcRFRlZHoZbjKtWlzSk2zKsdDtXIU+Zt/3/AP61bDeE9MdRnz/wl/8ArUy2UxnOOK2YJNyA5/CuOcV2PSdepb4jIh8O2FlMssIm3KeN0mf6V1WjadDfzET79uCTtbFZcnBrpfDa4MrY42f1rfC/GkeZmVSTouTeqJ/+Eb0/0m/7+f8A1qP+Eb0/0m/7+f8A1q16K9bkj2Pj/rNX+ZmR/wAI3p/pN/38/wDrUf8ACN6f6Tf9/P8A61a9FHJHsH1mr/MzI/4RvT/Sb/v5/wDWo/4RvT/Sb/v5/wDWrXoo5I9g+s1f5mZH/CN6f6Tf9/P/AK1H/CN6f6Tf9/P/AK1a9FHJHsH1mr/MzI/4RvT/AEm/7+f/AFqP+Eb0/wBJv+/n/wBateijkj2D6zV/mZkf8I3p/pN/38/+tR/wjen+k3/fz/61a9FHJHsH1mr/ADMyP+Eb0/0m/wC/n/1qP+Eb0/0m/wC/n/1q16KOSPYPrNX+ZmR/wjen+k3/AH8/+tR/wjen+k3/AH8/+tWvRRyR7B9Zq/zMyP8AhG9P9Jv+/n/1qP8AhG9P9Jv+/n/1q16KOSPYPrNX+ZmR/wAI3p/pN/38/wDrUf8ACN6f6Tf9/P8A61a9FHJHsH1mr/MzI/4RvT/Sb/v5/wDWo/4RvT/Sb/v5/wDWrXoo5I9g+s1f5mZP/COaf6Tf9/P/AK1IPDWnFuRNz/00/wDrVr0q/eocI9hrEVW7czBvvUlK33qSqMZfEwooooJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKztdfZo02f4sCtGsfxM2NIx6yAfoair8LOzAq9eJxDD5zU8P36gTmSrcYwa8WW59ytixsG3NOgj5pR90VJEvOaz6g9i9Zx+ZMi+pAFdQevtWHo8W643Hogz+PT/P0rbr18JG0LnyOb1Oaqo9ipqsXnaTcp/sbvyNecXMZIr066GbC5H/TJv5V53JGG3Vli1qmejkkv3ckVbXA+VhxV+JQpIHrVPySrZBq3Cxzg1wyZ7pZZVKc9a6Pw4AIZj34rnM5GDXS6AMW8p91/rXRhPjR5eaO1BmtRRRXqnxwUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFKv3qSlX71BUdwb71JSt96koCXxMKKKKCQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACsHxVJtsoU9WJrerm/FRyYV9v61jiHamz0MsjfEI5WIHfVtASaZFGc5qzEvIrxb3PtHoSqvAqZOPwoVRtp4GM01bqQ2b2iqPJlf1YL+HWtGs/RDmwc/9NDWhXt0dII+Lx7vXkR3P/Hlc/wDXJv5V5/1OK768ONOuj6RN/KuCA+f8a48b0PYyTSEh6gdMcU8JzwKVetTIvGa8890QJwOK6HQgfs831H9axdowK6DRhi1Y+rCu3CfGeTm0v3NjQooor0z5QKKKKBBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABSr96kpV+9QVHcG+9SU5utNoCW7CiiigkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArmfFDYuYV9VFdNXM+KQPtUGf7n9a58T8DPUyr+OY0OSelWolGKrQjjIq3F3rxkj65knalPFIKDyKomR0GjLtsCPVyav1U0sEWCn1Ymrde5S+BHxGLf76RW1E7dLuT/ALGK4VfvH613Gq5Ok3I9h/OuIAwT9a4sbuj3smX7tkqnBFW4+eKpr1q5F2rgPaJG4xXRaWmyxBPdia54nnH0rp7NNllCp/u5/Ou/Bq7bPEzmX7tImooor0D5kKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAClX71JTl60FR3QN1ptK3WkoQS3YUUUUEhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFc34qB821I/un+ddJWD4oX9xA/oSKwxCvBno5XK1dGBAfkFWF6VWg6VaUYrxkfYjhUnr+VRgjOakGc8d+KqO6RnUdk2dPZLtsIR6jP5mp6RVCRoo/hUClr3YqySPh68uao2VdTGdLuPoP51xH8Zru71d+nXKj/nmT+VcIeJDXn43dH0GSv93Iev3quR9BVOPk8VcjrhPbZKg3zKoBOeK63btUL6ACuc0uLzL6MHoDk/QV0Z5NephFaNz5nOJ3mohRRRXWeIFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABTl602nL1oKj8SEbrSUrfepKEEviYUUUUEhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFZPiKPfpyn0fH51rVQ1pd2ky+oINZ1fgZ14KXLXjY5CDoTVoHIqtD0NWF6V4h9smHbFW7FfNu4kPQsP51TNaejJuvkPZQT+la0Veojmxc+WjJnSE5OaSjvRXtHxDd2LtDqyHoykV59IPnIr0JPvVwEg/et7E1w41aXPockekkEQwxNW0GOaqxdc1aGSvpXnHvPubWhR5eaU9lwPxrYqlpMfl6erY5c5q7XtUY8sEfHZjV9pXYUUUVqcAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFOXrTaVetBUd0DfepKVvvGkoQS3YUUUUEhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFVNTG7TLgf7NW6hu13WU6noUP8qmavFm+HdqsThoj1xVkGqyjErAdM4qwK8NqzZ9zHZCt0ra8Pr+8lbuFx+ZrGrf0FcW8zepArowutRHn5pK1BmtRRRXrHx45OtcFIP3p9zXedAT7GuDP3z9a4cb8J9Dku0h8aVYVckKO9RxDJq/ZQ+ZexIe5ripx5pJHtVpcsGzo4l8uCNBxhRTqVuSaSvbSsj4epLmm2FFFFBAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFOXrTaVetBUdwb71JSt1pKEEviYUUUUEhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFNkG6KRcdVI/SnUo54PSlLY0ou00zgAMTsCMc1aQADNRXCGO+kU9QxH61KDXiTVpM+6pawTEOM8102jLt04MeruT/AErmD1rr7FQmn24AxlAx/HmurBr3mzyc5lakkT0UUV6R8wDf6uT/AHT/ACrhVGZDXcSnbbyk8YRj+lcVEMu2K4Mbsj6HJfhkyeIY7GtrRosyyTEfdXaPxrFB9K6PSUCacjDrIS1Y4SN5XOvNKvJRt3LvSiiivWPkgooopAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABTl602nL1oKj8SEYc0lObrTaEEt2FFFFBIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABQODRR3oHF2dzj9ZQRaxN2DYb86hj+bkVc8TL/wATJGHeME1nwNgc141fSoz7jCS5qMWOc4Ofwrt1UIiIOiqB+lcWieZdwx/3nUfrXbN1NdWCW7PIzuXwoSiikZxHGzn+EHH1rvbsrngQjzSUSlrU5t9PIB+aU7QPbvXMQDClj3qbVLmS4ugXYn69qYBtjArycRU5mfXYHDqjTsGcEfWusswBYwADjbXLRIZriNFHJNdcqCJFjHRRitsCt2cOczXKoi0UUV6B86FFFFAgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKcvWm05etBUfiQN1ptNaeEn/XRf99j/ABpPOi/56x/99ihNDad2PopnnRf89Y/++xR50X/PWP8A77FBPKx9FM86L/nrH/32KPOi/wCesf8A32KA5WPopnnRf89Y/wDvsUedF/z1j/77FAcrH0Uzzov+esf/AH2KPOi/56x/99igOVj6KZ50X/PWP/vsUedF/wA9Y/8AvsUBysfRTPOi/wCesf8A32KPOi/56x/99igOVj6KZ50X/PWP/vsUedF/z1j/AO+xQHKx9FM86L/nrH/32KPOi/56x/8AfYoDlY+imedF/wA9Y/8AvsUedF/z1j/77FAcrH0Uzzov+esf/fYo86L/AJ6x/wDfYoDlY+imedF/z1j/AO+xR50X/PWP/vsUBysfRTPOi/56x/8AfYo86L/nrH/32KA5WPopnnRf89Y/++xQJogf9bH/AN9igpRdzlPEM3margdEAT8apRdvrU+tIE1CZt6klsjDA5zVSCQY+8OD614+IT9oz7LBtexii6P3U0coHKEN+VdluDAMp+UjI+hrjTKphDbl6eorqbSeJrK3YSxjMa8bhxxXTg3ujzc5heMWizUV0pazlx1Az+VO86L/AJ6x/wDfYpsksXkyfvY8bD/GPSu2fwni4dNVVocfMd02T1qZeeD0qtIymXO4fnVjeg/iX8xXjVE29j7KDsjQ0SMSagWIwEUn8a6DrzWDociC7cl0A2nqwrb86L/nrH/32K9LCq1M+ZzRuVUfRTPOi/56x/8AfYo86L/nrH/32K6Ty+Vj6KqBo1LgTkjdnJcEDPUDnpUsM8RulRpEwJD/ABDkbBSTvcLapE1FXd9rz88P/fQprSWwQ4eL/voUKV3Y2dBpXKlFZtzcBZTiYAZ7PUP2nn/X/wDj/wD9eupYe6vc8eePcZOPIzYoqGwljP35UP1YGtPzLX+/D/30KwqR5HY9LDJ1oc9rFKirhe2/vw/99LWZfzRqfklQf7riikud2DEp0Ic9rk9FY/2n/pv/AOP0v2n/AKb/APj9dH1fzPK/tJ/yM16KyPtP/Tf/AMfo+0/9N/8Ax+j6v5h/aT/kZr0Vkfaf+m//AI/R9p/6b/8Aj9H1fzD+0n/IzXorI+0/9N//AB+j7T/03/8AH6Pq/mH9pP8AkZr0Vkfaf+m//j9H2n/pv/4/R9X8w/tJ/wAjNeisj7T/ANN//H6PtP8A03/8fo+r+Yf2k/5Ga9OXrWN9p/6b/wDj9H2r/pv/AOP0fV/MazJp35GcBH4Y1hJFzpU4AP8AdH+NXf8AhH9V/wCgbN/3yP8AGvSm+8aSuKMLH0Cxco3Vkebf8I/qv/QOm/75H+NH/CP6r/0Dpv8Avkf416TRVcpX16XZHm3/AAj+q/8AQOm/75H+NH/CP6r/ANA6b/vkf416TRRyh9el2R5t/wAI/qv/AEDpv++R/jR/wj+q/wDQOm/75H+Nek0UcofXpdkebf8ACP6r/wBA6b/vkf40f8I/qv8A0Dpv++R/jXpNFHKH16XZHm3/AAj+q/8AQOm/75H+NH/CP6r/ANA6b/vkf416TRRyh9el2R5t/wAI/qv/AEDpv++R/jR/wj+q/wDQOm/75H+Nek0UcofXpdkebf8ACP6r/wBA6b/vkf40f8I/qv8A0Dpv++R/jXpNFHKH16XZHm3/AAj+q/8AQOm/75H+NH/CP6r/ANA6b/vkf416TRRyh9el2R5t/wAI/qv/AEDpv++R/jR/wj+q/wDQOm/75H+Nek0UcofXpdkebf8ACP6r/wBA6b/vkf40f8I/qv8A0Dpv++R/jXpNFHKH16XZHm3/AAj+q/8AQOm/75H+NH/CP6r/ANA6b/vkf416TRRyh9el2R5t/wAI/qv/AEDpv++R/jR/wj+q/wDQOm/75H+Nek0UcofXpdkebf8ACP6r/wBA6b/vkf40f8I/qv8A0DZv++R/jXpNFLlE8dLsjy+40u9s1BuLSSIHpuA5qIW0x6RMfwrtfExDeTHjkLn8zWHEigY71xVq7pyske9hKSrUlORkiwuiMi3c/gKmi0TUZ03x2ErrnGQo61uIuEz2rf0U5tZV9GB/OnQrupKzIxtL2NPnjqcP/wAI/qv/AEDZv++R/jTX0PUokZ30+VVXkkqOK9LrG16bCLErEcbm2ntXTUfJG55uGrSrzUWkcKLK4ZtogYn0ApW0+6X71uw+oFb+k2NxqF80S3ToiKxJwGxjHr7ms+WS8P8Ay8L/AN+//r1wPEyWtke2sLFu1ypDpF/clhDZySFeSABxUv8Awj+q/wDQNm/75H+NdZ4YYOkrMzNJt5zj1rdrtovnjzM8fG1nQq8sVc82/wCEf1X/AKB03/fI/wAaP+Ef1X/oGzf98j/GvSaK15Ti+vS7Hm3/AAj+q/8AQOm/75H+NH/CP6r/ANA2b/vkf416TRRyj+vS7I82/wCEf1T/AKBsv/fIpP8AhH9U/wCgbL/3yK9Koo5Q+vS7Hm3/AAj+q/8AQOm/75H+NH/CP6r/ANA6b/vkf416TRTsL65Lsjzb/hH9V/6B03/fI/xpP+Ef1T/oGzf98j/GvSqKTimP69LsjzX/AIR7VP8AoGy/98il/wCEf1X/AKB03/fI/wAa9Joo5Q+uy7I82/4R/Vf+gdN/3yP8aP8AhH9V/wCgdN/3yP8AGvSaKLIX1yXZHm3/AAj+q/8AQOm/75H+NH/CP6r/ANA6b/vkf416TRTshfXJdkebf8I/qv8A0Dpv++R/jR/wj+q/9A6b/vkf416TRRZB9cl2R5t/wj+q/wDQOm/75H+NH/CP6r/0Dpv++R/jXpNFFkH1yXZHm3/CP6r/ANA6b/vkf40f8I/qv/QOm/75H+Nek0UWQfXJdkebf8I/qv8A0Dpv++R/jR/wj+q/9A6b/vkf416TRRZB9cl2R5t/wj+q/wDQOm/75H+NH/CPaqf+YdN/3yP8a9Jpy9aXKhrFtu1kDdabTm602qRyS3YUUUUEhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAznPEY/0hG7eWP5n/AArFQ8mtfxHMqSjzGCrtFYEV1AzkCaP/AL7A/rXj4p/vD7LLlbDo14yTCVzWxoJP79Sf4Qf1rn4rq3CZNxEP+2in+tbPh66t5byWKKZXZo88H0NGGdqiHmEb0Gbw61x2tXg+2zyHkIQuM9eK66VtsbEdccVwl/CLi9fCu25tmxQSWYV24q/LZHj5RTXO5M1tE1G20/SbyWUstxLHtQhSQc+4rmvtQK/M3HanxyTQaw9iUmhKQiUISR1JBP4HFSyj7Sqs8hYeZtDBRk84rzpax5T6KEVGTl3Njwtdg3xUdHUj/CusNcnokBj1JG8lBtIG9TjP1FdZ3r0sJ/DPl82X74KKKK6jyQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACnL1ptOX71BUdwbrTa+JKKlSPReAv9r8P+CfbdFfElFHML6h/e/D/gn23RXxJRRzB9Q/vfh/wT7bor4koo5g/s/+9+H/AAT7bor4koo5g+of3vw/4J9t0V8SUUcwf2f/AHvw/wCCfbdFfElFHMH1D+9+H/BPtuiviSijmD+z/wC9+H/BPtuiviSijmD6h/e/D/gn23RXxJX174IlSXwH4feNgy/2fAuQc8hFU/kQfypp3OevhXSSd7m9RRRTOUKKKKACiiigAoooPShjjuc3r53SRocHHPNc+tsjliyg5HcVqa5cxi/dXkACgKOehxn+tZD3AiIQZJIzhe2a8bE6yPtcGrU0ja8Oadb3jXULQxlhbkqdvRvWotFkFtqcZycA4I9j1qt4f1J7K98yIKzAFWQt1+tK5lgvY3Zdoc5yCMdamMkrFVabalF7NHcypuDIe+RXIyRzWF6V8sSruJ2Zw49xnqD1rrY28yJH65FMntbe6TZPCkq+jCvWnBVIo+VoYqWGqPsc3My3tzbNNY3kkahgzqFB9hjOcfSiC1srZZF+zTkrIzp5wG0jOcH2rYXQNKUnFkg+jsP61Yj0+yhHyWsY+oz/ADrH6qup6LzdfZRX062yRPsCJklVHTP484rRozmiumEVFWR49evKtPmYUUUVRgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAU5PvCm05PvCgqO58RUUUVkfQhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfY/hVQvgTwycYB0m26dP9Up/OvjivsPwpCg8G+HLjMpkfRbSMAudg2xgg7cdeevemtzlxaTpO5sUUUVoeMFFFFMAooooAKD900UUmOLs7nIaxEj3ryZwRtOQBk57ZrLkihOoJbeUC5j80vj3wBmus1LTSZWuYVVg4AkUjPGecVRitraa9eWSHyVCqI/s53DHPXPf2rzK9BuVz63BYuEqSXU59JEkFxJEflheREKgA5Tg9OvOat29k5sYLuSzaMFQfNRQOfUjOavW+lwLpEixtcLcOHYqVA+ck8Ee9WrOS6e1Rbi2nSTYFZXAAyPx6VnCi2zqqVoKN2zasGJsY8tk464xVio4I/KgVMY71JXrRVopHxuIknUbQUUUVRiFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABTk+8KbTk+8KRUdz4iooorI+hCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+wfBmf+EG8P5z/AMg22/8ARS18fV9i+C/+RE8Pf9gy2/8ARS1cNzixsbwRrYoxU1FO553J5kNFTUtFw9n5kFFT0UXF7PzIKMVPSU7h7PzIufeoZLS2lOZII2J6nHWrdJSZcU47Mo/2bZ9fI5/32/xqVLeGL7kSirNLSSS6Dcpy3ZDz6UVMKWncj2fmQUVPRRcXs/Mgoqeii4ez8yCip6KLh7PzIKKnoouP2fmQYoxU1FFw5PMhxRipqKLhyeZDijFTUUXDk8yHFGKmoouHJ5kOKMVNRRcOTzIcUYqaii4cnmQ4oxU1FFw5PMhxRipqKLhyeZDijFTUUXDk8yHFGKmoouHJ5kOKcv3qkpR96gahqtT/2Q==", "path": "029950.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029951
Women Tops & Tunics
{ "bytes": "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", "path": "029951.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029952
Women Tops & Tunics
{ "bytes": "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", "path": "029952.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029953
Women Tops & Tunics
{ "bytes": "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", "path": "029953.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029954
Women Tops & Tunics
{ "bytes": "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", "path": "029954.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029955
Women Tops & Tunics
{ "bytes": "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", "path": "029955.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029956
Women Tops & Tunics
{ "bytes": "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", "path": "029956.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029957
Women Tops & Tunics
{ "bytes": "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", "path": "029957.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029958
Women Tops & Tunics
{ "bytes": "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", "path": "029958.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029959
Women Tops & Tunics
{ "bytes": "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", "path": "029959.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029960
Women Tops & Tunics
{ "bytes": "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", "path": "029960.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029961
Women Tops & Tunics
{ "bytes": "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", "path": "029961.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029962
Women Tops & Tunics
{ "bytes": "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", "path": "029962.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029963
Women Tops & Tunics
{ "bytes": "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", "path": "029963.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029964
Women Tops & Tunics
{ "bytes": "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", "path": "029964.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029965
Women Tops & Tunics
{ "bytes": "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", "path": "029965.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029966
Women Tops & Tunics
{ "bytes": "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", "path": "029966.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029967
Women Tops & Tunics
{ "bytes": "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", "path": "029967.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029968
Women Tops & Tunics
{ "bytes": "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", "path": "029968.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029969
Women Tops & Tunics
{ "bytes": "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", "path": "029969.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029970
Women Tops & Tunics
{ "bytes": "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", "path": "029970.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029971
Women Tops & Tunics
{ "bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAKpAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDqOhqRaizT1Ncx9s0PpVpop2KCWPHWpFqMVIKZmx9FFLQQHelpB1qQCglsQcigDFLilwaCbgKKcBRigVxtLS4pcYoC43FFOxSEUBcaRTMc1JikxzQO43FBXnNOx6VDc3UFnEZbmVIowMlmOKaE5W1HNUbDHU479a4DXvihbW+6HS081hkeYRxmvP7/AMY63qEhMt66Z/hU4FUoNnLPHQhoj3Wa6toxl7iNfqRUS3VtL9yeNvowr53kvbub791K7Z7saYL68ilAWeUD2an7Mx/tSz2PpHGRwc00ggV4La+IdTtRujvph/wKtSDx9rlq67rkSrjpIM0nA3hmcHuj2JiT1qEjmuK0j4iQ3DLHqEPlbuki9K7OKaK6iWWBxJGRww6GoaaPSoYmnV+FjSOaMU49KbSOtXCkIpaKRQ3FGKdRQFyPFGKdijFA7jcU7FGKUUBcTHNOApMU5aBNgRxTcVJ2poHrTEmNApCKft96CtJoLkeKTbzUmKTFFiriAU/FAGTUgHFFiXIaBTgKULTttMhsQLT1BNKBUiigiUgUGpgOKaBxUqqTTMZSAClAp23FKBQZ3G4pAOaeRihBzQFxyrS7DT1FKRQZt6kRQ1HKv7p/90/yqYnBpJMGJ/8AdP8AKgLsxt3NSKah71ItI9CRMDTxTFqQUGUh6jNSoPWmLUgpmLFxzRS9qSgkUVIDUYpy0EskxxSd6UUvegkKWkpcUEhRjNLilA4phcTFJjmnUd+aAuNIxTCealIyK5zxX4otfDWnvJIytcOuI0PrQldkyqKCuyXxH4lsfDVkbi6bMjDEcQPLGvC/E3jG98Q3ZeQtHED8sSngVm65rt7rN41xeytJIT8qnov0qjBAznOCxPpWqglueRXxMqj5Y7DlO9sHOD2qYRMpBK4q5FpFy2GVDj6Vd/si6kHKN+VJ1EjBUJbmRjDY6UfKTz95eta48OXbrko2B3xQ/h64A3FX3Drx1pKoh+xkY0ZBVkJ71YUZ5FST6VLATuUhu9QhJEIwp4qlNMhwkiTbtUk8Y7mux8FeIHtLmO0nkJgfhc+tcQHdid/PtVy0n2XETgFQjA/Sh6muGqulNWPdH68UnNU9L1O1v7OJopkZ9oDLnnNXW4NYNH19KopxVhOnWij60UGt+gUoHFA5FKOKAG4op9AWgLjMUoWpNtJjFAribRSgCjNKKBCYoxTqTHFAXACjFKKfjigVyErShaeRQBigLgFpQtPHNLjmghsQLShaeo4p22glyGgU8DmlVaeF5oIkwA9anjWmBKmjB6UzGTArmkC4qbbmmMtBncYRnFKq4pwQmpNtAOQwcUE+tObGKhY0AtQZqa3MT/7p/lSd6G/1L/7p/lQU1oYwqRTUIPNTr0pHoSJUNSrUS1KtBjIkFSCowaeKZk0PB4o60lOFBDACpQKYBzUgoIYuKKO9LQSAp4FNHWnimSwxRS4pCOKCRtFFISAMkgAdzSAoazqsGjaXNfTkYQHaD3PYV87+I9eude1KW+nbIHCKeiiuq+I3ihtW1FrC2f8A0aBvwLVwHkvdXMdvGPvH5sVrHTU8zFVXOXJEdpemy6peBV4TPWvSdH8JxRR4C5b1NT+F9BjtrdPkA6c4rubW0CoABXJWrNuyN8Ph4qN2ZFroUCgAoOOvFaK6TbLj90PyrTSDj0qYQ4GDXO5NnZyxMltNhPCqMfSq93pJeErEqgmugEJ9KesBPUUJsT5TzHUNJki/1iAqOvFYt1aWrwMEj2MO2a9judPSZCGjBH0rktZ8No25oUw3pitYzaMZ04yWh5PdQLC2doziqZmAf7ldFqumSQlsoVFc3Iqq5DdK66crnnVYODJYtQntpA0DshHOVOMV3vhvxu0rpZ6lgZHyzZxn6156YgYzjr2qKF2DGMtnuMitHAKGLnTldPQ+gVIcAoQwIyCOlLivOfBnih7aZdNvpSYW/wBW5PIPpXpH5Vk4tH1GGxMa0eaI3vThRilFSdF7hinBaRRzUmKBNjaYRUhHFMNAkxoFOoApcUDuJS0oFLigTEAqQDikAp4FBDYwrRt7U8rzTwlAuYYF4pQKeBShaCWwUU7ApwXilC4NMhsFHNSBMUqjnpUuKDJyGqtSKtIBU0a7jQZykMUHPNKQDVnywB0qNkOadjJSuMVMUNzT1FIwwaQX1IGFQPgGrTjAqs+KDaLuRjmlc/uX/wB0/wAqMgUyVx5T/wC6f5UGjMkDmpkHFRgVKnWkd0mTIvAqULSRrUmKDmb1G09SaTFOApksdTlplPFBDHHinU0U8Dmghi5pw6UhFA6UEjhTxTAKetMhjhSU4UUEjCOK5Lx54iXQdFIU/v7j5VHpXWSSLFG0jttRRkn2r578feITr3iJ/LctbxHZGO31oMa9Tkgcy8jOXmkOWLEk5610nhLR3nl+0SLyTx9Kw9N06TUr+O2TlQcua9i0DSFtYkygAUYqasrKxxYenzS5jUsLMQwgAdq2IUKrUcKAYq8ijb0ri3PSvrYWOPIGakEW4+1PQDaBUoXA56UWE5DUQdPSp0jHXFIoHpUy/dxVJGbkRNHx2qpNbhycqMYxWgQDUTrimF2cPruiQ7Mlcg9eK8i1vTza3Uq/w54r6E1GJZLcgrnrXlXijTRsZ9nT+taUp2ZFaHPE86hm8t9jjIbvSTRGOQ7cc8g1Jd24jZowD8ppsEnmpsYfMnSvQ3PHkrOwqMdwdchuCCOxFev+EtbGr6UqvzNCAD7148rMrsMcZrqPBmpfYNdjVmxFN8h59amS0O7A13SqpdD1nqKAKUDOD6807HFc59Qn1QgFOANORaeVoE5EZHFMK1KRTSvNAJjAvFLin4oxQO4wClxTgKMUCbEANSpTBUi0EsdjmngcU3rUgXigybG7c04LT1SnhaZLkMC04LTwtLiglyADFPApAKeooM2Kq5OKsomKZGvIqcdadjCUhetNK084pjEL3pkIQKN1I5CjkUhlAFVpZiaTLUW2LJIvNUpXB6U6STNVmPWkddOFhC3vTZD+6fn+E/yozTJD+7f/AHT/ACoNuUqipUPIqJTU0XXpSOiWxdj6VJio46lpnJLcTAoIxTgKUrxQTcZThRtoANArjhUi96YFp4GKCGL1paSlHNAhw6U5ab2pwpkMcDR1oqve3sGn2Ut1cNtijXcx9hQQ3ZXOO+JniMaPoTWcLf6XcjGAeVWvBss0qoATIWwPetnxVrkuva7cXzMfLLYiBPRe1UtEQT65aq3I64p3srnm1J+0nY3LfSNRsYFmhgcY5Yit3R/Ft1busVyMrnFdGl4rL5Ea54wcEVi6lplu8jNIqq5H0xXI58z1OuNDlSszvtL1CO9VWQ9a34huUYrzXwncfZbgQO+ecA16Za/NBuHcVD3LuyQ4VdxOAKrSahbwtiSZB+NVdXkmFo6R5z04rgL/AE2+url2w2Gxxu6UaD6HpEWuWJjL+em0HGSe9OTXtMaQILpNx9TXmEegX0zCPOcdDuwBWhB4EvsFvOSRzyBu6U1Ylpnp6SI65Rww9QabIePevO7S313w7c+bLHJtPXLZUj2rtNO1aDVLUyx5VhwynqDRLQUWTSgMhB5Brh/FNsq28jY6dK7bOSc449K4vxfLnfFnGamO5bWh5LrKlWEg6Ec1hrL5dwJB0rf1Ib7d16stcy3UDtXp09jxqqtI02bcwkHepbeYxyK6jJRtwqjay5RlPbpU8MmGGfWrZmm1qj3rR7r7fpNtc5B8xASR696vhcjNcd8OrvztEktySRDJlfxNdoO+eOa55KzPqcJV56SFC4FBYDg0vagoCRUnRcaQDSEVIQAOlMIoGmN5oxSilxQMQCjFOxilxQK4zFOApcUvSgLirUy1GoqZV5pmUmSKKdilUU6gxbG4oAp/WjFBNxAKkUCkFPWmTJj14p+6mZpVBpmbH7uKjmJxxUoWkdcikSrJlQKSOKYVI4NS4Iamv16UGyZWePvUDLxWhgHrUUkQI4pG0ZmeykVDLny3/wB0/wAqvSJVSYYjf/dP8qRvGV0VlSrEa9BUSjpU6daDWbJ04NSioVNTKaZzyHgUoFKOlFBkJinBaSlzQIdRQKQ0CFzSjrSU4UALQKKUUyWOHYevFeV/FjxF8kejW74Gd8zA/kK9C1zVY9F0i4vZCCUXCj1J6V82avqMl/eyTSOWkkJZyTQtTjxNTlVihM/Ixjk5q5oG5dTaUc+WvasrzDkNjJHAru/C+gyjTGmdDvm9ugpzajE8+lFzmXNDl1a9kuHtjHBHGrOxYbmIAzxSDxNfuZo9SW1aIR7kDfKzjOOMZ5rc07TLqzGEiJyCCexqePw7ZO48zTgznP3j1+lc6nGx28lRPcy/C+++1aD7OWMROSD1X2Ne2WcIS3Ck9BXO+F/Ddto8BdI1WRsE+3tXSHPUcA1k2a2lbUzdRXKttBxXL3VwLck8sT0ArspxiFztB9zXluvwahLqDBpTFbFvmKdcVNruxrGXKrm7DLNNj93sHoDya0rW6ubUB0dmUdUYc1514gtZNIs7a707UpRI+dxZ8jjoPrTtC8euQLHUoWDHgzr1FXKi0tDNYhN2aPaLa8iv7fZIFIIwVIzWHDpf9j6u0tsx+y3Gcp/dNVtIvQ6goQc9CD1re83zI9pGR1FY83c0cEnoNUlRjivPvGshivSc8YBr0LABOOwrhfHFoWiafGcLTg9QkvdPKb6Y+dMPY5rnmOMVqXsu6Rm5yRzWS5B6dq9WnseJV3JInKPkdDVoNtce9UYzkfQ1bZsorVoZdD0P4caiYtSksycLKMj616sEzzXg/hG5+za/ZzZyPMCn6Gvf9ox0xXPPc97Lp+5YhC05RS45pQODUHo3GkVGakNNIoKTGAUuKUCngUDbG7aUCn7eKTFBNxuKMZp+KUAUxXBRU6r0pqLmrSRE4xQYznYaq8U7bU6RetOMWKDBzKwWnbaeUIpuDTC9xAKkjXnmkCn1qWNSKBSYhUA04ClIpQOKZncOgo60UDpQIaUBPNQSr6VYJxUMnNIqLaZWzSg5pxX2pOlBvcikUYqhcD92/wDun+VaL8iqVwuY5P8AdP8AKka02UFNTKagWpENI7ZIsA1KjVXBqRDTMZItKeKeKhU8VIpoMGh+KXFNzTgc0Ei4oIpcUYoEJTgKAKWglsO9LSVS1bUYtK0ya7lP3FBA9Se1MmTSV2eYfFzxGRPHpEDjCDdIPc9K8hmJDEA/MetbPiSeabxFNPcsTI77iKwpOZCfWrijxsRUc5GhoVn9v1e3gIyC2SPave9LsIUtlVVAUDgD0rx3wBEJPEGSM7UJr2y1YLEOMGuTFSd0jtwUVy3LPlrGuAKt6dZiRxKw6HgVlXF2sQLMcAcmt3Sb+2ezE6sNmMhs8VlFdzpaNIgKMCiGQO230rKh8W6Ne3v2KO/tzPnAQNzVyIGG7BPIY9apoi5cmQMpUjrXP6lokV0rZyK6SVlJwO3WoGXdxUbBG5wVx4Qd1ClVmTqFamx+AIpH3GBI0PVRnJr0BYgO1TiPiqU2J8u7RzGn+GRZqPLfCg8Amt/7MqRgAdBVraFGaryv1qJJFRbZTk+XIrn/ABLAlxpM4P3guRXQSEVi6vhrKVfUGpWjRrbQ+eNRUx3EiHjBrMIA5zXReJrbyb9iBxWDhWGRXq03oeFXVpMjUgMQO9WFOVC1VHD8etTBhvrRmCNfSJTFfwsP4XU/rX0hC/mW0TdygNfM1if3yHPQj+dfSelZbSbRj3iFYT3PYy56MnK+lHQVLt4qJwak9ZO5H3pMU7FKFoKvYaFp6rTgvFKBQS5BikK0/FOC80E8xGFpVTmpNtOVKQnIfCgJq6iACoIRirINUjlqO7HUnWgmgHmmZCbQaPLHpTs0UBdjQgFOxilzSUBuIaKKKACiikoGIRkVC4NT5oIFIadivt45qJxg1aKioJlwOKLGkXqQmq8y5jfH90/yqcmoJj+7f/dP8qRsvIygKeo5pAOakApHoSYoqQCkVRT8YoMmx4PFSKaiFSCmZskzkU5ajXrmpBQZMkBpwqPNPFBDFowcUoFL7UyQA4rlvGsDT2drF/yzMpL8+xIrqqoaxY/2hpk0Kj95t3Rn3FBnP3otHzr44t/J1hZUHyyIGHsa5hh82cda7/xpF50AcIA8TlGHp/nBrhWT5Ae/OatM8epGzOl+HZz4gZfVDXssZ2oBXi/w948Tx/8AXNjXtWMqAK5cRH3rndg3aBm329j8oJqTQ7S6hjkR1byJjgjPAB60tzqFtaTBJMMR97HatiDVbSe2iWEhUByTmsdbHdGLa0MfXvhrBevbXGmOLaWIgswGDiuus/NWGCJyztEoUue+Ku2l1HOgKspx3q0E6nuad7qxi9HYrlm3fWpEHeneWAMmnACpsFxygdTUhZQKgZtvSq8suKOawuRssTTYXg1SaXNQPMemahMuO9Zyd2bRhZE0rYU461j6qd1sw6HFXncseD2qrPEbhkRT1OOabVhnn2peEpNWWTy4y02ODVDTPg/qVwN99cx2sfoPmNemuPsFyHxtDDBAq1b3MHiW2DQzfu45NrqpwQRW0KslsYVKEJO7PKtU+Eaw20jaZq0dzcICwiIALY64wa8zaKSG4aKVSjqxVgeoIr6Z1/S7aEw3FsUt5o8EPnGfY/WvB/HUKR+Nb4IAocrIQPUqCf511Upt7nDiaEYQTiZNk3776819LaCS2gWJPXyVr5nsgRcAV9M6ACNAsP8AritVPc2wOjaL/So5KmPSo2Gak9RMhxT1WlxThx1oLbFAFIV5pwpSKCLiBaeFpFFTKmfpTIkxmKcOKe0e3moyaCb3JY2AqdTVNeuasK1CM5IlJ9KAcUlGadyLDs0oYUygGgViSijNFArCGigmkoGGaM0lGKADPNFBFJmgANNIBFONMJwKCitOmORVOcZjf/dP8q0JfmWqUi5jk/3T/Kkzog7IzB1qVaRVqVVqTukxV6U7FJinUzNgKeKaOtOFBLHA08GoxThQZslFSDrUS1IKCGPFL3pBSimZsXFAGKKWgR5B8UtKW2vY5oQVjnBZgP71eT3GA/H3c8V7j8WJEGn2y/xjcVFeKNDuYFhgAUJ2Z52IilI3Ph3HnxPkjgRNXrt5crZ2skpPCjNeT/DxgviplOPmiYV65dwpLGUYAqQRWNZ+8XhdI6nmd9rkjyPJBBJMzHstT2OuXAti0kRjx/Ca6WG2NnJtKgIDxgVOsMMxIaMEE/3Rmp5o7Hp04SaTTK+leKDA4kikGQBlWPFelaPrdtqdosiON3dfSvP5/DWn36AfZjx0IODmjT/Ceu2Nz5mn3Y8ofwznP8qjToFWKa1PVdysuQc0w8D2rO0t7lYVS6A8wddvSrzAnPNQ2clrMhlkGeDVYsWapXUk1E0ZPtWUjaBVl61EQTVt04yRVZziktDQjIPY1YtYVWaOSTIj3DNNgTzZAoGTWjPpzXEUWx9u1s49ataszm0kZlzbG9vpFYnb0wewrKt9JbQPEG62OI7kfdHQ+9dbDY/Z28123tjqR2qGe3ie98+RlaRB8q9l961t2IU1sZWuWCantWc4iT53Ocfd5NfOHiHUF1bxLeXaH5HlOw/7I4H6CvUPiJ48VIp9D0whzJxc3CnoP7oNePeXtnxXXShZXZ52JqqT5UWrQE3PAzX05oi40OyHT9yv8q+atPQvdIB3/wAa+nNLTbpVqp7RKP0qmb4PqycrxTMc1NtpNvNI9FMiK0BakI96AKB8wwLilxUm3jpTdpFBPMN6VLHJgc0zFLQDsyQuDTCBSUc0CtYKep5plKCAaAauiyG4pu7mmbuKaD81BnYsDpS9KapyKf1pokUUuaSigkKTNLTaADvS5ptFBVhSc0UlJQFhTUTNnipCOKgfilcpIY7cYqCQ/un/AN0/yp5Jpjj90/8Aun+VI2tZFICnikApwFB1Ni0UuKUUE3ACilooFccBmngUigU8UGbYCpF60wDvT1oIZIBR3pRzS7eRTIuJmlAGCaQggEkgAV5/43+IMOlRNYaWwlu3Xa0g6IKCJzUVc5n4na1Fea6tlGwIt12nByM159MMfzpktwZblpZZGeQncWPc0jMTGzN1Y8D2o6nl1JOTuT+F737F4otpCcBm2n8a9zjPnxBuxFfOXmPHcB1OCpyDXt/grW01fSlct+9T5XHoaitG6uaYaok7M6MaUJ8bh1qWPwyM5ViBWnZAEqT0rUiIIwOma5bHoKo1sZdppTWpwDkVqRLsGOlWtqkVG2PUUEObbGHCnNIzD1pkkgA6iqjz89azbLUb6lveoNMZhVQzgc5qKS6HrUlWJ5X4xWfPIFOT2NMlvgOKpyytO2xR14oZS0Od8T67f2wVbKUwqWG5x3weld9NrkVr4ft7tJA26NckYPOOa4HxjBHBp8YCbpOcKOrGvOn8XapYWbWBcmLP+rmXBX6VrTg5KyMak4RleR7PaeLLxr6NPLlubaVj9xOUAGa828XfE691pn07Tt9pZgkOw4d/8K7T4bajJN4fN4wzLljjHYV5B4qtY7Pxdq0EQwi3LBR7Gt8LB3cZHJi6it7hQOXDZye55/X3poAYbgclf1p6nD7O+KixskLdjxXc1pY83qbvhW0+1azbRkE5ccfjX0nCgSFFHRRivBvh1Gknii14ya98DAAY4rGR6uEXui4phHNO3e9HWkdowigU4gUw+1A0PDdqRjTaQ0BYWigUpoASg0uPSkagY2gdaM0ZpDHbuKVetMzSg80CsWEPNTCq6Gp096pGMkLRRRTJFppoopBYSigUGkMMUmaM0lAwzTWXIp1FAFcwkmh4sQv/ALp/lVg0yT/VSf7p/lQU5MyBS0UUjuHU4U0dacKBMKUUUoFBFxw6CnimDrTqCGSKKkAqMHGKkHaghjlHNNubiG0gaedxHGoyWNPx+Fc/qdn/AG/qhspJXjtIAN4H8ZPNMxm7GDf69qPia5ez0fMFigxPdtxj6V5n4sm0uCVbPTAWCnMkrHJlPue1d18Q9fg8PacPD+koiTSjL7T0HofevIJYpYJV89WUt843dT9aDhqybdiEKwPNSMc4yaRutKiB5FBz1xx3pdTE1ItBTWrpl01kASJfM8w4+fHOK09Ag1TwxqXm5RoTxKhfg+9c7q0n2aRLaL5SqjcRV/w7pTay0UIXc8km1TjkepqpRbFCSUtD23TPENldqrRXKZx90nkVrwarHkgMPrXknxR0eDw4mkLY5idYyrunBY8c5rhrfxNq8G1kvpuD0LZrN0Ox0PE8rsz6eGrRBeXH51Wn1y3UH5wDXmmj6pLfWkLvISzqCTnvWm1uZOck/jXLONnY64S5lc6aXX4uziqMviCIdH/Kscaa7/danDSJM4PX6VDSNEy+dd3HhjioTq8khKjNNj0cnGSa1LTRACCRxSLK1t59yw+U10Fnp3lp5r/eqezskhNaD4WI9uDUPQV9bHEXUIv/ABlZxspdIEMm31J4H8q8q+Ik1x/bxt7iIROnJXaAR25xXrEE8UPi64uXxthjVvpya8f8USPrvj26dW8z7TMCCDnggHFdOEabbOPGp3Vz1T4ZgWXhmFpwES4hkjQnr5hBxXk3i2UT+NNTdTuAuGyfWvV7+eLTtK022ZTDHZK0pbpkr85/lt/GvETMbi8nncktI/OfUnNddHds8+tK9kPztdGPXPNSSpuhb1BqNwTEfXNSxsG4PcVuY3Oq+HEhTxZZYOCc179n8q+cPCc4s/E9kxOAZAufqcV9IKOF+grKR6uCfuCU5c0/aKcFFSdjaIyDTcVMRTSpoEmR0lONNoNEFL3pKM0AO6Uw07PFNNIENooooKEBpQeaaaVaAJ4zzVhKqocGrSHimjGY6ig0madzMKKTmjmgYlGaQ0UhhRRRQAUUUUAHao5f9VJ/un+VPpkv+qk/3T/KgDJxSikzSjmkegOHWnCmgYpwoExacKQCnCgzYoGKWlxS4xQSKOcVKKYtSCgiQ8dc1yXjDVbrw9HJdWsfzXC7d3YMK65R71k+J9GTW9Glt/uuvzIaZz1dtDyLwbocniDUbvxBqxMltasZH39WPXFctr9y97qUl9KNolP7pQOgr0vwlJt8NeItFb5biJm2gjBI2jFea+JlMNxbxL95YxyO9DONqyuYuMt7Ve0eaGDU4bi4XMSAsQe+BwPzqvdQG3laIHJXvUlyqJpNu4/izn3pLcxKm97/AFDzpBkyOXP0yTivWPhFpRlQ3rquxGYL+deb6PayyXMHlrlpPu5HHWvd/hhp/wBi8JQsRzKxb8M1o2GHhedzhfjfOJNRsrfPCIzY9K8kH+qzXp/xkIPiRTjpEFH9a8xPCEVSZFf4zu/CN0ZdMCZ+aJ8H6V6FpGJ48HBrynwRPtu7iHPDKDivT9CcJMwPTdxXFWVpHbh5XgdPbWIHYVcFknUrTrY4AJHFXU+YcAVzs6Uyilmm77tWo4VA5HA7VMU2jJoGM5qLlpiqCM8VHMSYjn0OasY+UVDOhKso9KUhrc80vryKPxVc27YxLAB16nmsDTfD8Oj3z6pfTJt3Eg9lX/GtDxdp0qeIYbqMMO2R2rlvE3iS+FnJpU1ugjJ+WQd61pRk2lFkV5R5HzIZ4y8bT69e3QjysDgRIp4IjByc+5IrkEbBBPXOahZicknJPNPI+QV6qjyqx4MpXZoQnJdT/EOKhhJWQoeqmpbblVY028Xy5RKBweKrcETRXLRTpKpO9G3DHrX0r4Z1mDXdEgvIXByMMM/dPpXzDIMxpImcg5Nei/CfxQLDUm0ycgW9yeDno3aspI7MLU5XZnuWeB+tOGKTb+XFOC1B6V9LjgKD92lAppFArkJFNIqVhULcUGiYh4pM0h5ooNELmkzSUUDCkNPxxSEc0guR04Uu3FKBQDY9RVhRgVCq1N6UzGQ6kzRSUEWClzSUUDCiiigAooooAKCcUUh5oAQmmSf6p/8AdP8AKnkUyX/Uyf7p/lQMyacKQDNOA5pHexwFPApFFSUENgBTgBQKcBQZtgBS4oxTsUE3ALUirTADUqg5pkSY4DFOBxSAc0uKDJnnXjPQLrT9T/t/SiVym24QD7w9a8c1q4Ms8EoXEgJByenNfU0kayxGORdwYYKkda+eviL4YOhax5kYP2aRvkP93NBy1oPdbHOanbvb3ZV33s6q5I9DUtnpk2q6VeumdlnGZAAPeo79jKsZ3dVVVz6V1Pw/8uS31y0frNZsV/A0kY8upjaJe+Tc2ITDP5DxqPRiTg/rX0bo9sllo9pbxjASID9K+YNMYw6rbc7VMgGfxxX1RANttEOSAo5qzTDR1Z4j8aUQa3blfvMmTXlT8CvS/i/Os/ioRKf9WgBrzZguSBzVLY5a3xs0fDE5t9cg9H+Q/jXq+mOUuB6cYrxzT5BFfxyE4CMDmvXbBgZImB4OK58QtbnRhXpY9FsyXhU9quqxU+1Z+nNiBea0eD71yM7CTqQabuBbGKRmAxxSKec1NikWkOe3FNkHGc0qnI4odSUqWO9mYWpaelyMlAfTiuI8V+E7eXR7iW5KxbORI3GDXoGpajZaPYy3t/MkUUY7nBb/AGQfWvDfFXjK98TTleYLBT+6gHUD/aPc1dKMua6ObGYqnCNnucZLZPHI2CGGe1MCk5Ujn0rS7nHBzyDTCiM24rz7V6Cq9zwvbXepHbEiHb3FSyYngIAzjqPSnKgx6E01UZWLBuc8j2rZTTNVNPYqwyFWMT9DwDVzS1YaksUcgSTrG+ejA5H+FUph+/IPBzxUkTNHKkq/fQhh745pM3hI+nPCGsLregQzsw82P93IvcMPWugAFeQfD7Wjaa8sAXFtqCh1HYN3/lXsHvWbPTpyvEMU09admmmg1Qxqrv1qwepqGRaRcSKiloxQbXG07FCjmpAhNBLkMop5XFMNAIXANKBSClHWgGSKKcTimqaUmghi5ozTc0Z5oFYdzRnikzR1oCwvOaWmjOc07NABRmjNNoAWikpRQFgpkv8AqZP90/yp9Ry/6qT/AHT/ACoAzAKcOKQCn7aR2tjlqQUxRTxnigzY4CnAUDrS0yGKBkUu2haeBQQKq09RSDpThQQ2OopKKCRa5vxp4fj8QaBLBtBmRd8f1ro80uAePUU+hLV1Znypc201vcPbyrteI4YelaXhi6ntdXEdum+SX90F9j1re+I+nrpniS4kAH78Bto7CoPhrp39o+KkZkykSlyfpULc5WvfsZWu6T/Y2s/Z2ckxSBvoDg4/WvoXTLuOTQ7W5ZsJ5IZj7Yrx/wCKVr5Pil3XAEkAbJ6fKK6ga/8AZvhPBOrYlePyUJPWr3Y4v2bZ5H411b+2PEt7cxn5XkKr7gVgbdq9Oe9dP4Y8PSeJNWkbBFrbK0kr9uOawb7y1u51j+4GIX8DWiZxyu9WUyQjAjqDXq+gSi4021kX+6K8mcndnHWvR/At0JdMWJjyjkfhWNeN4mmGlaR6tpk2U2n0rVRsYrntMl5UE1tB+RXEeotiyTmkDEHiojJ0x+tIjncMZxjvzmpYtjRRyFFZ+u+IbHw/pzXl9JhQcKgOWc+iisfxL4zsfDVoQ5We+PEdurfq3pXiGs65fa9fPd38xkkboo4VB6AdqqFO+rOHFYyNNcq3L/irxTd+JtT+0TZS2jOIIAcqo9T71gAZA744zRxnNIzE9K6NjxKlSU3dik+nSgDHJpVGBzS0jMKKKKL2AQojclQTSCNQSyjB9qdR6e1VzMpTkjU0fWG0m7tZtu9beQuozjg9RXrln8YNBmCi5tbu2J6llDD9M14f0pMnOKOZnRDF1IbH0xpfi/w/rJVbLU4ZJH+4jkozH0AbBrZJIAIzz0PY18n7irBlJVh0IOCK73wv8UNU0cpbakWvrPOcuf3iD2Pf6frVqd9zuo49SdpHuJpj4qpperWWs2Ed7p9wssEg4OeQfTHY1ZLZqj1IS5tYjMc0YpaKDccq5qYLimJxUooM5PUYy5qJkOasU0igSlYrhSDzTwtPIptBd7gQAKTtS0hoAM0UlFAAaWkpRQAp60UtGKBBntRRRQAUUUUAIelRS/6t/wDdP8qlJqKX/VP/ALp/lQPoUgKeKQdaUUjpY/pSik7UooJHinCminimQxwFOzTQaUcmggkFO6U0UtBmxwoo6UhoEFKSfxptBbAyTjANAHivxadW15APmYKM10Xwl0vyLS6vTgl2CDH0z/WuM8WXEniHx4LW2XeFcIMd8df6V7RoOlx6JpENpGADjLH1PekjmjFync84+L1ujXljIxPMZVvzrgZb68vNMt9MjYmKMhI0H99q9J+LzoLa0Xguc/U1Q+Gfh2G6uzfzx+ZFaj5CRw0h6/lVdSZxcp2NmXSofBPwzkt+BdTRhJXHXc3avD9StzAiykfLISBn2717N8Ub3eIbYviOFwWAPUkdT9K8fuDPqt05gjaSOFSqgDgLVo562/KjGbPWuu8G3HkRuc/8tBxWG+lTLaRXEiFYnJCn+9ir2kyJYTfMSI2Oc1FSStYwp1FCep7Tp53Iko5VgOlbkb5Xp9K4PR/FWmWWmxrPeLn0UbiB9Krar8TlQNDpFop7CaYfqB/jXFyO56U8VTgtz0S5uILO2a4upkhiUZLscVwHiH4lxqklroisXI2m5bjb9BXA6prmo6xIGv7qSfHIVjhV+ijiqGBgfyq1TXU82tj5TdoDpZ5biZ5ZZGeRzlnY5Jpn3eTQSc4FATnJOa0PPcm9xBlue1PCgUdKWpICiiigAooozQAUU09aUUALTaU0dqAEpf8ADFJS0wNrw14kvfDeqR3dszNHn97Bn5ZAf5GvefDviGy8S6Yt7ZZHzbXiY8o3of8AGvm30HbOcVu+FPE114Y1UXEWXt5MC4hzw65/mM9aqLZ34PFunKzeh9Fgf59acFqG0uoL61juraQSQSqHjcd1PI/SrKitD34yTV0Kgp9IKWgQUhpaaaAsIaYacabQUgoIFITRmgoSig0UDAUtIKUUAxc4pc0nWg9aCRe1JmlzikzQAZoJpDSUDAmmSf6p/wDdP8qdTZP9U/8Aun+VAFPPNLmot1LmkdfKSg1IvSoFNShqCGiUU7PFRA1KORTM2ANPFMFOFBBICKfkVDjmnA+tBLRLmimg0uaCbCEiud8aa/HoHh6aXI8+RfLiXPJJqxr3ibS/D9q0t3cKJAvyRA5Zz9O1ecaTp+q/EDxCuoasHjsYjmOIdFWgzlNP3Uavwx8MMqPr97/rrhj5at/CPWvSjyM/hTY0htLdI1CxRRjABOAK5/WtfLSJpukYuLyY7dw+7GO5JoHH3UeffEi8TUdfhtYm3GJtgA7H/wDXXpXhjSl0XQbWzH3gu9z6setcdqHh+CHxxolqi7sKZZ5G6yMCSTXox5XjgdKCKcbNyZ4L8R55LvxI9nAWMkk2Nuc+tby6Cvhjw7a6TGofV9VYKzDrGncUeEdKGt/ELU9Vu03W1k525/vV11l5D6ve+KNXkSK3gPl27PxwOuM96rmsc9tXKR5l8QPKstTt9GtwBHYQqjY7seT/ADFciTjjcceorR8Q6iuq69fXseSkspKk9Svb9KzeATz3rBu7PFrSUptoNwPbn6YpQefbt7UZHpSYzSMmHelAz1o6UtAgAApc0lFIBaKBRQAUUUUAFJRRQAlFFFAC0UgpaAEpaKMUwF7Ufz7e1FJQB6t8I/ELbrjQrh8g/vbfcen94f1r1hTyR6V8uaZqNzpOp29/aPsngcMpPT6H2r6W0bVLfWtIttStjmOdAcHqp7qa0iz3MBX548j3NDNFJ1pKo9EcTTCaUmmmgaEJpM0UlBaCiijtQMKKKKACndqbTqBBQaM0GgQCkpe1JQAlJTqbQMKbJ/qn/wB0/wAqdTZB+6f/AHT/ACoBmZTgabmjNI7iUU8VEpp+aCGiYGpFNQBqlU0GTRIDThTAaeDTMx4o70macKCWLmqOrC+bTpF07aLhuAW7VdpaCWefWHw3E14L7XLt7q53ZK9vpXcx2cdrbLBap5aD+FQOasZ7U4dKCeRLU567s57pzH5Tnn7pJx+J/wDrVc0rR49OZpSEMzfKcLgKP61q9qac4Pp3oEkmc7qwhtvEulX0xAQ74N57E9M1uuC6EAjkYOKy/El/o1jpjSa1LEsA5UN94keg65ryLxB8R9Q1BDZ6Y72tgo2hgf3jj3PUfSk2YVcTCle+50n/AAk+l+CtKurGMi81OaRmaNDhVJ/vN2P515zrXiPUtdaMXs37qIny4U+VEz6DufrWUSWJLEkk5LHqTSVm5Hi1cXOo/ISlAFFFI5QooooAKWkpaBBRRRSAUUUCigAoNFFACUHpRRQAlFFFMAFLRRQAoopKKACiiigA759Oa9U+EPiHZJPoE78N++tyfp8w/rXldXdH1KTR9XtdRizut5A5A/iXuPxGRQnZm2Hm4VEz6iyAcUVFb3EdzbxXETBo5UDqw6EEVLWx9PF3VxDSU6kIoGMpBTsUCgtMaetJTiKSgYlLmkpM0AOzRmm5ozQFh4bNBpgbmnZzQKw4YpD1pM0ZoCwUGlNNoAKST/Uv/un+VOxTZf8AUyf7p/lQDMgmgGijFSegOU08E1GOtO/GmS0TKakDYqEHinKaDNosBs08GoFPvUgNBk0Sg04GoxS5pkWJc0oNRing0EtC04H0pAaWgkXnp+tcV458dx+GIxa2Sxz6lIPuE/LEOxaug8R6zFoPh+71GQ8xJhR6ueFH5181Xd3Pf3kt3dSGSeVizFvU1MnY87G4n2a5UT6nq1/rN817qF1JPO3G9j0HoPQVS+nFHQCjNZ3PDcnL4g756/WijNFAgooooAKWgUUCCijFGKQC0UUUAFFFFABRRRQAlFGKKACkNLSGmAo6UUg6UtABRRRQAtJS0hoAKKKM46UgPbfhPrsmo+H5dNnbdLZMNnvG3+GP1r0HtXzv4C1waD4rtpnZhbTN5EvsG6H88V9EDBwQcg8gjuK1jqfQ4Grz07PoLmlNIKWqO0YRSGn4ppoGhpJpOadikxQUhppKcRTTxQNDaKKaTQUOpQaZS5oCw/NKKZS5oE0SUlNzThQIKZJ/qn/3T/KpMU2T/VP/ALp/lQJsx8UtOxRipO+4g60ooxzTsUCFB4pwNNAp4FMhjlxUimohT1+lBDRNmjNMBozQRYlBp6mogacDTJaJQaXJqMNTgfWgho8v+MeqssOn6Uv3XJnkPuOAP/HifwryTP4+/rXafFK6Nx42nj3ZWGJFHt1zXFd6ylqz5rGT56oUUUUmcgUtJS0AFLRRQIKBRQKQC0UUUAFFFFABRSigigBKKMUUAFJS0UAHam9qdTaAAUtIKWmAUUUUAFFFFABRRRQIOhJDEHpmvo/wVq/9ueE7K5JBlVBFKB2ZeP5Y/OvnDvXpnwi14Wupz6NMcJdDzIOf4xwfzGPyqovU78DWcZ8p7KBRS96StD3xDSGnUh4oGNxTcU+kNA0yM00innFNNBaGGmmnHrSGkUhvSlopKChRS0gpaCRw6U4NUYpRnNMlkwpsn+pk/wB0/wAqAaSQ/un/AN0/yoE0ZVLSCipO5jh0paZTqYhw604UwGnZoEx1OBpgpaCWiUUUxelPoIsOBp2eRTaO4oJZIDTs96Zml7GgiS0Pnzx/IsnjjVNpziXY3tXMmt7xp/yO2s/9fTf0rBNQfJ1v4rCnU3tTqlmIUUUUAFFLRQIQUoooFIBaKKKAClpKWgAozRSGgQuaSiigYUUUmKAFptLikxQAUuaQUHrTGLRSUooEFFLRSATFGKWigBKu6ZfS6XqttfwtiSCRXyP8+map0U1oOMuVqR9VWd3DqFnDdwENDMgcY7AjNTY+led/CHWTeaFcaXI26SzfcoPeNu355r0Wtk7o+loT54KQnekalooNxucU0mnEU00FIYeaQ0pNITQWhmKMUppKChppKU0lIoWikooAcOlOXrTB0pwpkskpsn+qf/dP8qQGkkP7mT/dP8qCWjNoooqTtClBpKUUxDqUdKQU6gTAGnCm06gTHinUwGn0GbFFOFIBSigQtO6im04Gghq6Pnvx5GkfjjVAufmmLn6kVzZrtPijbG38ZzPjCywo4x365rjD97FQfJ4mPLVY0U7tRiipZgFLSUtAgooooAKBRQKQC0UUUALRSZozQAtFJmigQtFFFACUUuKQ0AFFFFAxtBx2oNIKYCZOacKb0pwoGOopM0tIQUUUUAFFFFAHT+AtfXw/4pgmmfbazHypv909/wAOtfRAIbkEEHkEd6+UCSBxz6D1r6D+HmuHW/CkBY5ntB5EgJ5OB8pPuRzWkH0PWy+vb3GdZ60o6Ug5+lKKs9fyEY1GTTm5NRsMUFRGk00mg0dqDRCZozSY5ooKA0lLSUhhS0lFAC0UUUAGaVz+5f8A3T/KjGRSSf6l/wDdP8qZDM+jFFLipOwMUUUUxDhTsU0U+gTDFGaKKBCipFqPtTvSgiRJmlFNFOFBItKKSnCglnlfxgsVDabfgfMd0T8de4/ka8t9M9TXtfxZhaXwnC68eVdK5OO21h/WvFO/SokfM5hHlqinpSCigVJwC4ooooAMUUlLQAUCijNIBaKKKACiiigApQKSnUhBSUppKYCZoxRS0DEooooATFNb1p9IcUAMPSgU0nnFKDV2GPFO600UoqBC0UUUAFFFFAB7dR711/w48QNoniiGKSTbaXhEMozxk9D9c4/CuQpQSCCpwR3oWjLpz5JqR9Xgfl29xR3rm/AviA+IfC8NzKf9JiPkze5HQ/j/AEro8+lb30Ppqc1OKkgNRPxT2biom5FBshho7UYooNBKDS9qb3pDQUlLSUFBmikpaAFooooAUGmyH90/+6f5UU2T/VP/ALp/lQJopinUgpaDpCkNLijFAAKdQKKBC0UdKUUCCpFFMBp4wetBDHUUUUEjhThTRTgaCWYPjSw/tLwhqVuB83l71PoVIb+QNfO45APrX0D4+1BtO8G30kZxJKBEv/Ajg/pmvn4fpUTPn8zt7RBRRRUnlBRRRQMKKKKBBRRRQAo6UUlFIBaWm0tADhQKQUCgBT0pKWkoAKKSigBaQ0UUAAoNFFAEbDnNAp+MmpILaW6njtrdC8kh2qoHJParuPXZEQpac8bRuyOpVlOCp6g03pUCem46iiigAooooAKUD8jwaSlFAmd18LvEH9k+IjYTybba/wDkOegfsfx5H417kevWvlRWeN1eMlXVgVYdQRyDX0v4a1Rdb8OWOoL/AMtYxkdww4IP5Z/GtIM9vLqt48jNE5zTTUhFRtxVnroaaSloxQWJTTT8U0igENoJpaSkUJQKBS0AFAoooAKST/VP/un+VLTZP9U/+6f5UAymKcKQUooOhi0UtKBQK4lFOpQtArjaWlIxRQTcTB608UnaigTHilpB0oHWgQ4UtJS0Enn/AMXJwnhyyhDEO90H69grD+orxs+lev8Axety2i2Fxn5VuPLI+qk/+y15ATzUS3Pmsyv7awUUmaKTR54tFFFIAooooAKKKQ0AFLTc0uaLALRmijiiwhRS00UuaQC0maM0lAC0UmaWgAooopgFAopRSAQDmu7+FOkf2h4sF43CWMZfn+8flH88/hXC969t+D+nm28N3V8y/NdTHB74XI/rVQ3OrCQ56qOd+KnhFbK6/t+yQLBO4W4j/uuQcN9Dg/kPWvM+3vX09r+kpregXenSdZoyFPo3Vf1FfM00EltPJBMu2WJijj3Bwac9DXHUVTnzLYjFFFFQcAUtJRQAUUUtACe/pXq/wd1pvOu9FmfKsPPgBPpww/8AQa8prW8Nau2h+I7LURkiOQbwO6ng/wCP4U47m+GqclRPofTOMjp/+qoJF5qaOWOeKOWFw8Uih0Yd1PIpHXPNbH0tOWxBil7U8rTSDQa3G0win4NBFBSZFSGnkUw0i0JRQaBQMWiiigApJP8AVP8A7p/lS02Q/un/AN0/yoEyrTh1pvFLmg6B9LTRzS0Ejh1p4FMAqQGghsOKbinUCgkSkIp+KaaAAUo60CloGKKWkFLigk5P4j2n2vwVdsBloWR1+ucZ/ImvBzySa+n7u1S+sbi0lAMcyGNuPXvXzbq2mzaRqlxYTrtaFyq/7Q7EVMjwc0ptTU0Uc0DrSYpR1qTyGLRRRSYBRRRQAGkxS0UAJikxTqKYDaKXFJigAzS0mKUCkAUtFFABRmiigQtFFFIApVpKUnFAAo3EYzz0+tfTHhjTTo3hnTrFxtkihXzMf3j1rwHwlYf2n4r0y1ZSUM6lx/sg5P6V9JAkGtII9fLad7yY7O36dDXhHxR0Q6Z4pN2i7Yb8Bwe28cEfoD+Ne65P0rmPHXhweJPD0kSYFzATLD7nHI/H+lVJHZi6XtKfmfPR4xwRnsetFBBBw2Qw+8D1BorE+cas7BRRRigAxS0UUCCjqMCiigD334Zat/afg6GJmJls2MLZ6+o/QgfhXZV4l8JNZFj4il02aUCO8TagPQuvTHuc4/Cvbc/NW8XdH0eDq+0p+ghFNIpSaKDsQ0imHpUhppFBSZEw4qMipzTGFItMiNGKdikoLCiiigApkn+qf/dP8qdmmSf6p/8AdP8AKgCDFGKWlxQb3EAp1NpR1oEx/alA96O1KKCGLSikpwoJCm4p2KDQAzmnDpRRigBRTqQUooExeg9zXDfETwhJrtrHqGnxqb6Dh0/56L/iOcfWu6pMkdAffHejc561KNWLiz5aeN43ZHVldSQwYc5Hr6Gm13nxXs7a08UwtBEqPPbiSVl6O24jP5AVwfeoasfLVqfs5uItFFFSzMKKKKACiiigAooooAKKKKADiijFKBQAlFLSYoAKBRiigQtFJQKQC0EZxSjrR34oA9E+EWn+dr9zfsPlghIU9tzcfyr2YGuJ+F1h9j8HLc4w15K0hXHOAcAfpXa1rHY+lwVPlpJ9x9ISecen50Zo9+1VudTR4b8S/C7aPrJ1G3X/AEO8ckYH3X6n8+tcNX0t4h0S38Q6NPp1wdiyYKSd0YdCK+cb6yuNNvp7K6QpPC5SRfQg/wAvSspRPn8fh/ZyuupXpaSgVB5/kLRRRQAUUUChAT2d1LZXsF1C2JIZA6n0I719Q2F7FqWn297Af3dxGJV9gRnFfLGM8V7n8KtWN/4U+ySEGSyk8s/7p5FaQlrY9LLqtpch3eKMCjNNJ5rQ90MU007tTTQNDDTTTjTW6UFoYRTafSGkWmNoooIoGNpr/wCqf/dP8qfimyf6p/8AdP8AKgbIqKKKDQUUUlOoExe2KUUAUtBIU7tTadQIWilFLigQ00g604ikA5oAWlFFFMQtGKKKGTfU8W+LsvmeK7ZcY8u1A/8AHmP9a4Ad67j4qyK/jFlB5SFAfxGf61w4+8azZ8riv40gpaSipZzi0UUUAHejvRRQAtJRQKAFFFFFAgooopAFFLSUAFFFFMAooopAKKVVLyKo6sQBSL3rZ8Jaa2reK9OtAu5DKGf/AHR1NC3LpJykkfQGjWX9m6DYWZHMMCKT74+b9c1o/wAFB5JI9iM0gNbo+qhG0El0HA8Uvam96WgsQ9Mg4I6V5b8V/C7zKviCzi+4Nl0o6kdA/wCHT8a9TPSoZ7aK7tZbacbopUKOD6EYpNXRhiKKqwaZ8tHpx24z60g61e1WwfStYu7F1IaCUpz6VR71iz5icXCTj2HUUUvFIkQUtJ0oBoBbi89utd/8JNSW28Tz2bP8t3DtUH+8vP8ASuANaPh7UDpXiKwvAcLFMpb/AHc8j8qcdGbYafJOLPpotTd1M3blUjgMKTdW59TFJq5JnNJnFMzRmgpIU000uaSgpCU3vTqaaRSEope1JmgYmabIf3T/AO6f5UueabJ/qn/3T/KgCOlxSCnig0Y0DmnYopQOaCQFLQKUUAKBS4pAMU6gkUDFKKSimSFFLmigBKXFFFAwpR2pKUY7njNDIfQ8S+LMPl+LY32gebbK2R35I/pXBg/N9a634k3hu/G96n8EAWJO2PlBI/MmuRX7+O/cVmz5bE/xZC96KO9FI5haKKKGMKKKKQBRRRQAtFGaKBBQKKWkAUlFFABRRRTAKKKKAFAGK9J+Dth52sahqBBAgiCL/wACJyP0/WvNu3rXuPwmsBa+EDclTvuZmfJ7gfL/ADBpxR24GHNVv0O6NNpxpDWp9IhM4NLSYpaAAnpSds9falxSGmJq54/8WfD8sOoQa5CheGZRHMyjgOOhx7jP5V5r0yTyPavpjW9Gh17R7jTZ5HjScAFk6jBz/SvnPU7OOw1S4tI7gXCwSsglAxuA/wAOlZSR4GYUeSfN0ZTyaOSaUDijFQeaJR+dGPalA9sUDAde9OwCCCO2KTFLSEtD6F8Fak2qeD9PnkcvIqeW7HqStb1cF8JZ2k8Mzw84inJH/Auf6V3nat47H1mFlzUosWiiimdKCiikzQAE80lB5NFIaEpCKWkNAxvQ0yU4if8A3T/Knmo5j+6f/dP8qChmaeDUWeaeDQW0SilpqninUEBTgKbTxQIKWigCgQtFFFMQtFFFAgoopDQAdaDQKgvr6302zlvbqVYoYlLM5/kPrSZMpKKuzyb4s6TZ22qQajFOoublcSWxHLYGA3txx+FebjCtjPHatTX9Zm13Wbm+lJw7fulP8CDgD8qykUls1HU+VxE4yqSkOooxzRSMBaKM0UMAooopAFFFFABS0lFAhaKKQ0gFopKKYC0lFFABmlpvenUgHonmyxxL952Cj6nivpzR7FdN0SysUXaIoUGPQ4yf1JrwLwNpa6v4x063kXMIk8yT6Lz/ADxX0bnJ+Y85rSCPYyyFouQykIp5xTas9hMSlpKUdKBiE4pvU0rc03OBQgFBwRg8184eKoILbxXqUVs4eHz22kdOQCf1zXtnjbXz4c8NzXERAuZP3UGf7x7/AJZr58dmdi7MSWO4k9WJ6k/jUTPFzOrF2gJRRRWZ44ZooooAKWkooBdj1/4QoV0fUZNxw8yYHpgGvRTz0rlPh1p507wbbFxiS5dpyCOQG6CupB4raJ9XhIuNFIdSGkzRmmddgooopDCkyKM02gBSaTNITTSaB2HE1FL/AKp/90/yp2ajlP7p/wDdP8qCrEW7nil3YNNI5paDaxIknNWAeKqDipVagzlEsA0oNRg5FPFBnYdS02lFAhaBRRQIKD1oprGgB2aTNNDUZpjsO3fn1+teT/FvxCXmg0CCRdqgTXBHTd/Cp/X9K9B8QazFoGh3WoyEZjXCKf4nP3R+dfON1dT3l1Lc3Ll55WLOSc8k1LPKzGtyx5I7kefqPrW0mhzt4dOqKrFfO2bQP4en86yIY2nlSJQWdztA9a9s0ywjsNMt7EhWCx4fI4J7/maynKx5mFw/tbnih56cjtSCvUNW8BWN5I81oxtpT2HK/lXN3Hw91mLmEwTj/ZkCn8jQpIieDqxeiucnk+lKPpW3N4R1+EHOmztg9UG7+VUm0XVVzu0+6GPWIindMxdKa3RR/CirB0+7Gc2s4x1/dmoSjA4KkEdiKCXCXYbRS7W/uk/gaCD3B/LH6UC5X2G5paCjf3T+RoCt/dP5GgfI+wUU5InkcKsbFj6Cp/7Ovf8Anzm9iYzRoHIytRV2LR9Sm/1dhcvjrtjNSf8ACP6x/wBAu8/79GldDVOb2RnUVqR+GtcmbbFo985/2YSam/4RDxL20HUP+/Bouh+xqdjF4oziukg8BeJ5wCNInTP/AD1Gz+dadv8ACvxDKP3/ANmtweATJuP5Ci6GsPVfQv8Awf095vEd1fEfuraAr/wJiMfyNe0g9Biuc8FeFF8JaVLbNOJp533yOBjoOB6+tdIRW6Vj38JTdOnysQ0hpSabQdSCijNHUUDGmkx6DJpxHHTPtWP4n1ddB8OXl+WAkVCkQ/vOeFx+OKCJz5YuR5L8TfEI1bX/ALDCc21iWQEHh343H6en41xFK8jSyPI5Jd+ST9abWL3Pl60/aTchaKKSkYi0UCigGFanh3SW1zxBaWAU7JZR5mOyjlv0zWXnHNev/Czw6bSwl1qdP3lyNluT2j7n8f5U4q514Sj7Wsktj0FQscaxoAAowoApehpTSLWp9VFWQdaKKKCgopKSgYMaYTTjTaBoTNB5pDTaCrCtjFRyMPKf/dP8qcQcVFL/AKt/90/yoKtoITQDSEGkwaRoPpw4pgFPUZpiZKhNTLzUKiphxQYyHUopuaUGggWjJo96jeTbQJJvYeWxUbMKiabNNMgoNFBk46ZzTWkx07H86h8z3qhq2qxaTpdxfzcpChYLnqcYA/E4FAprli5M80+Kmvvd6pHo8bAw2w3yY7uQf5DP5154OfwHWpbu5kvbqa5mYtJK5difUmojyCO3pSPksTVdSq5HR+CbD7d4ihLD5YB5pPoR0r1qLHmgjI4zXGfD3TxDpU18w+e5bCn/AGR/9fNdmjfOzH8K5qj1sergqfJTuTcZ96miBPFVwanhznNZHdHYn5BHpTMDOMDr6U48r6Ypm7BzTKsuxNGoDDgD8KspEB0qGIKwyasovpRdhyrsSIoBHAprWFnJMJmtYWkH8RQZqVMY6U8VN2Q4J9AK+wx9KAi9cD8qUA45pcYHFIXKuwKBkHaOPapQAOgH5UxfepARigORdhQAOgA+go49KcMYo/CgfLHsHfOOelNJA7U7tmo26U0HLHsRPLtzimQyNNOiZyuckVHP3p2mDM0hz/DWlNXkiWkaYGBikp3rTa73oxoQ9aYacxphNSaIQ9aAaQ03OO3FBRIDnjua8c+LWufatWg0iIkJaASSYPV2HA/AV6pq2p2+j6Vc6hdEiGFckDq3sPc1826hezajqNxe3BJmmkZ2z6k1En0PLzGtyR5V1K/60nelzSVmeDawtJRmigAFLRRkLknoKA1WqNbw3ok3iDXLbT4Rw53O3YIPvE19FQW8VrbR28ChYI1CIB2AGBXEfC/QG0zRH1GeILcXpyp7iMdB+Jya7vODWsUfR5fh1Tp83ViHpTacabTPTCkNLSEUAJRRRQMSmVIRiozQNDTQOtGaM4oLA8VDN/q3/wB0/wAqlJzUMrfun/3T/KgaACl20U7jFIq43FOWmnrSg0wZYUcU+oFfHeneZQZOLZMKM1EJKkBB70EtNClsCq0j1NJjFVHbmguCEJpM0maKRukBNee/FLVPL0610tCB9obfIB12qf8AHBrvyTg+1eEeLtXGteJbm5Q/u0Aji9MLxn8aDzM0rezpcq6mF1qxY2kl/ew2sXDO2A3p6mq/GTiun8HWMVzczO7tHMBiFuwPOc/pQlc+Ypq8lc9L061i03S4LSEgpGgAPr71YHqDWTpl8JrVYmbMkZ8tvqDj9cZ/GtJHDjA7Vxy3Po6aXKrFmM5NXEGOapxqRg1eTkCpZohW+71zVfdz7VaKcZANUXbDmmWXoCBVxHPSs2AnNX4+SKQFlCe9Sjp1qJGycYp4POKlkskBJ4NJnBo3AjGOlKBk0iR2fWnAg8Uw4FKuCeaYEq4xT8d6YoHanM3HWmkAhOelNboKXPtUbOBk07BcqXA6ntS6a4E7DPVelR3EoIJx0qpA3LXEisIhxx1bPYVtSi7mNSooq50jEc88jkj0pv0rlbTRdWlhnR9SaL95uhlXlgp6ZrZ02a8VGtdQIa4Q8SDjzF9a7GtQp1eYvtTDxTzTGqTpQhpo6gjqKXPOKr3t3FYWU93O22KFC7H6UnoDdkzzX4sa+Fit9Ct3GTiaf69VH9a8q7YHTsPSrur6jLq+rXWoSnLTyFuew7D8BxVKsm7s+XxVV1qjYUUUUjnClpKO1IL2Frd8IaEfEPiKC0OfIT97Mw/uD/H/ABrBwew5PFe6/D/w0NA0NZ5lxe3Sh5DjlV7L/WrirnbgsP7WrrsjrUSOGNYokCogCqB0AHQUpNIBz6ClNaLQ+mjFRSSEJooooLCiiigBMUnSnUhoGITUZzT6a1A0Rk0nWlZaaMig0EbioJT+7f8A3T/Kp2qtMfkf/dP8qRaRPRnikJxTc0BYUmjPNNJpQeKB2H00sRS5pCaBWAMc5qUSYFQZpwoBonMuVqE4NIelFAJJCHFMY4yacTTDQWjG8Vap/ZHhu7ug+19nlxe7ngV4JznOcnua9G+KmpBp7LTFbmMebL+PH/1/xrzjrSZ8rmtZzq8q2QqjcwUdzjJ969N0ixttJhtbgywqvlMmwnHnDGevtXE6BpT39wXIxGpCg+rEgD+tddqJt3vYbFFWVYFMflvwG/vf5+ldNGNlzM86OmqHxbTA+rae+6LpdQdfL45Oa3NKvUuEVlbK4+X2FZfhiNdIN7bTQNc2spyVJwRGQMYHcjp+FSafYIk8kuiT/aIM82svyyx/getY4ig1rFHqYXEW0kzrY8nBq3Fz/F0rJtLxWkEThkkHVHG0j8K2IiuCQQa4Wmtz0lJPYlbIQ57Vl3AIcEdK0mkXZ1zWNPOHutg/KpL0NG2AyOa0o/TFZ9p8wBHFaiADHNAx4HTHWngZHvQAM1JtwQalksTgA0HPWk6daQsKSTYn3F68GpEAXOag81Rn6fhVSTWLZFcBw5QcqnWtFCXRGcqkVuzUzzxQ0ijrXK3vjCO2cRi1lZyM4BUAfr61Rm17Ubqd4IvJhYn5UUeY5H4V1Qwk5anLPGwjojspLtUjJzgDqewrn73xLYQKwaZXYHhIvmasyLT/ACiv9pXckhfkxOfmPp8v/wBerElpHYW4MVpb24fJEl2fvH6V0xwsVuck8ZJ7EVhrl5q0pFtapEgJ/eSksevZagtNUe0mD6k9zKUPyB4igx3IB61VbUVmuSP7WlaQrkJawnA9ven3YQ2iziC7PlODvnwB7jGeK6Y04rZHJOpOWrZ6FYXS3VuJEPyyDOfWlu4tyiROJE6e9Ynh7UIp7VREMIG4B7Z610GQc471jVjaR6uDqKpTsRW86zweYvPY/Wnk1n6YPIa7t/7suV+h5q+TzWLO+ltqJu569a80+LGvGC0g0W3kIab95OR/d6Afic/lXoOoX9rplpLdXkyRQopJLvtzx0HqT2FfOuvatJrmt3WoygqZWyqn+FQMAfliok7HDmFdQp8qepmf0wP0opaKyPnwooozQAUYz9KSrFjZT6jewWdtGWmncRqo7kn+lA4xcnZHWfDrw0mu60bq6jJs7TDkf3nz8o/TP4V7hjHQY9R/hWX4c0KDw9okOnwncy/NLJj77nqa1cYraKsj6fB4f2UFfcSig9aKZ2iUUtJSGFFFFABSGjPNIaAEPFM6mnEmoyeaC0KaYRSs1RMaC0gY471Xm/1b/wC6f5U9jUUp/dv/ALp/lSNUiYmkBNNJ5paB2F60ChadigQmcU3dSk02gaFzTlaoyKNxFA2iXdTS1RbjSbuaA5SXODWZrmu2egaebu6YntGg6ufSr+ckCvIviRrUWo61FZwSb4bRSG9DIT839B+FBw4/EKhS5upzWs6vca3qkuoXG3e/RV6KB0WqA+nsPc0nb8cirFlH517Ch4y4/nTSu0j5Cc3Uldno/hqxWz06BXVVCJ58jH+/jgfniuc1GeVtS+27QpWTMgHQe/0P9K6LULoRaLFDuAM7B2I9Oig+xyayLBBJeIkm1ZEJCiXofVG/pXelbQZLcySXGol0fyWbYcxHrlRnFXTbTC+ChmkIRSJFO1h+IqLRpLKK8kt5ImRHdvKQnJj9s/XNX7hfMTzYZtwC7R2PHFapCbsTQapqrXRjkK3aKBgTLgjP+0K2F1y3hLJJZXELqBnYQ4/pWDbGa3fzFkPK8huR+VaUGprBY3N3eQq7CZY1aEAkgjjJ7DNYVKEXqzeFea2L0Or293lBK0bdADGxJ/DFQtCI7kSPeQBj2bcv9KybjU9VnDyvdm1Q8CKCMcfj1otNSum+Q3xkYDlLiJTn8xXI6FNu1zpWLrJbHRS65Z6aqrPdwF/7isefxxWnaamt3GZIGDgAk47YGetcJd6xN5kaRS2gDHBK2q5B6d6zo9b1OzluI4roQs3LBI0UH8hWiwSktA+vSTuz1y0uvtESSAMNwzjbVozHPH8q8ds9V1jUbgWsWpOoPDEcYGfat2O0uMtFJr18Yx1IYcH61k8A0af2imjvZbpVJDyKg7liOKwtX8TpaQs1lC10QOX+6in6nrXL3MlnZNHGt69y/nJ+8mbITIxz+JFWdYhJkP2meW/BwVht18uNeO/XNa0sHCL1MauNnJaGFq/jTV7lD5Vwsa5xsiGM9M56101no0UsEs011NtNolwgBx1UZz685rmJ2ZbObalrYDaeEGX/ADbJrrtBnS+tdNcvv86zaJnI+8VyM/pXVKnFaJHKpylq2Z91pEkl3YR/a4EtBbAuXb5znkkDuc1tQwxWcSvpyfZwvD3k6/OfoPesudnGn2MyQRyusbI0jJnawPTNWbTfqdyiyzvI4QH9wN5+noPyoctLCsKNTW33vBGEbB/0i5GZHbvhe1U5HvNW8v8A0WV2jJIkuTgH6CtW6to4rbcxSJ+jf8tJWGffpUcF/O1sxhsdm0nE94+4N+HT9KIq2onqZpsZkTIvoomXjapxgenArMudNiub6BBfBWc/Od0jA+xyK3l1C58xnkuNNjGMkiMZH5VmXmoPLch01qIBfm/dw5/SqbYrHSeGoo0PlozKY8qwYdT611cL7gyn7wrmPD0sd7cXE0M7yqoRmd49pJOeg/Ctaa52FriL5scbfWs6q5jpw1VUpkgby9cZOgkiDD3x/wDXq7klsfhXJjxRaal4hsbe3jkE6ttcHtkf41N4z8XW/hjTyqkSX8ynyIs/huPsK5JK257Ea9OMHK5xPxW1yzvru30u2kZ5bNmM/HyqSBx7mvNs8Dr+NSXE8l1cyTzOZJJG3sx7mos+vJrnep89Xqe1qOTFzS5puc0YoMELQBRQKQC8Y/rXqXwq8Ng79fuRg8x2ykdujN/SvPNE0mfXNXttPtgN8zYJ7Be5/Cvo2xsodOsIbOBQI4kCcd/U1cEepl2H55czLPeijvmitD30JikxT+KbnmgaEopc03NIYGm596cabQNBSUZpC1BVgPSoz1p5NMNBSGt0qFqlY8VH1oNERMKil/1T/wC6f5VORUExxE/+6f5UjRD8jNOqPHNPWgpi5pc0tIaCQzRikHWnZoAaQTTCDU2eKaelA02QGmk4zzUjCoj94enp60GiMjxTrA0bw9c3BcLKymOIdyx4/lk14USzZZiSSeWPUmu3+JOqm51WHToz8lqpZs92b/DH61xHA59qTPkc1xHtK3KtkIatabIItShZumSB+NVTU1opa7gUDkuMfnV09JI8rc6jWLzbq9tatwnkIG9qv3FrNLAL+FVlngGLiLtLH/C49x0qvr0fn3lqVjH2hYMFh1J9KhtdQf8AsiZVzHNGeQD932+h/pXoqLauVdXsGlXCLc70XKAblY9RXSxOUnWLaGwvX61x1qDiMqT5jZDKvTrXRIjJfBC/MagMffHSujkaRk3dmu7KyklQFxS2EaXFhqcLDchh80KOOVYen1NUCWXcpYbcdDUugzmDVsY4khkRgOnTI/lWNSOljSD1QkSxlA6ptD8jd2pl3YNcxKY8faI2VkydvGea19DsZ/EbO5RLO2iwhlC7mkOOcDpTtd0VLHTpjBcSXCrncuzDdPSvn+S2Is5aHr816WiOL1Vvsboksyu4b+AnrVPULiVrxxDEcOoO5hk1Y+32KiCO8gkjdD/Gh5NakdtBcTGaNt8XGDjtX0tFQjojw6vPJ7FPQQ1ik926ENjaDnv61LpWqTXAu4pA8jMp2jOOfWrerPGLVYo9qru596yY1CzCKJtgZedvU1vycxHNZE81tdyIHFqIWRN+TyGKndz+VdHqOrPqFtbRRyXMzFAHWGIqo45yxGBXJOtzauZpxlArAB+Ryp9K6TT7u2bw5aRPNPdtEp/cJwpJ9T3rmqRszaEtDNmgigDIka5YDcqjz2A569QK3fCs6JpNvLI2z7FeFSN+SqNzyPxrnNRuZCHeeRLKKTgQpy3HfA/rTvCF9CbrVNOVZCs8XmKz+q89qzlFpXNYyR3c8LfZ76FbZZzDdF1DNhdrdDj8ayjr+n28EaXOomSRODbWS8DHY44/Ony3f2wxSPu8vUIPs0oU9HA+U/XIFR6PpgtYILq3tIYBkg3N4Q2CO4B6VCt1C7ZLBqGoX6M+m6dFawBcmeZAW/AngUiaWLq5A1DUxO55+8ZSo9hyKsGS3GqSmR7vUGdMYVdkP4MatG9njRfLFvaLGCF8kbjj3JwKpeQmV7fS9OaaSEWWoTuqkqWBjVxV+2t1hbP9lWsYAAy8w/xzXNm6jvr3iae6l2kBPMwv6ZqfTIGuxKqWNpDsGGErFz+HFU1Jk3RvXckpguGZLVMABWjnGdvpwaZY3MIs0i8xsL8xJ7/XNZ15bmKwn+z2lm8gQhlMI5OOxrntE1svp0a7MOCUcn5QmP51le2499TrtPsVu/E9vfomwiLMqYxj0/GvKvGd3Ld+MNUkldZNk7RoVORsHAx7VZ1XxnfXBlt9Oka1tSSCVPzyDvk9h6iuZJzknk/XkmuGrPmZrUrr2aghMj1oo479aPpWJyh9aBjNFFADuKQj/wCvR+X410Pg3w5L4j1yOJgVtIiHnfHRc8D6n+VFi6dN1JKKO9+Ffh17Kym1m6i2yXI2QZHIX1+h/lXo46VGirGiIihVA27V9Ow+lPHStVoj6nD0VSgooWlzTTmjOKDosBNNzzQWqJjigaiP3UufeoNxo3mgvlJi2KaWqPdmmlqBqJJvo3VAWNKHNBXKSE0hNNzSZpDsDCmilLCmE4oKSBjVac/u3/3T/Kpmbiq0xyj/AO6f5UGiRMKcCKjFLnFBTRJuoBqMvQHoJsPNNLYpC2TSE0DsODZFOzxUW7FANA2tBzGq9xcRWttLcznEUKF3P+yBk1L0Ncr8Qb/7H4WlRT+8uHWNfpnJ/QEUGOIqezpOR5LqN4+oanc3kjFnmctn27fpVWgjB78dKcAzdAx/3RUs+HnJzm5dxnNXNLjeW/iWNCWBLEemOarGOQdYpACMglTjFavhxQdRcEkfuyvvzxWlNXkibNbo39QR47aO537Z4xtOR68/0Nc9G0kt3JITlpCOBwDXoUMEGoaaqyjcjZUHuSOAT+dcjcaCIb2aKOUxSxuMBuVP0r1UnayE9Hct2cFtDdWk8bqxGWcdgR2q9YJJc3DNNG8TFy2/GQa5Se3vraUsY2ByRuTpXXeGb+5WARNJ5g+6FetOZ21I5dTRu7Nyu8YcdOKpWIKavB8rIvzD/wAdNaVpMGWYDKsrH5T0prQP9ot5XyGL8cdiDWTasWron8P+LrS2BsZT5bRchemR3NGs6u+sO8VhHlFB5bge3NVptPtdIk3iBJbqYEhnGdvNRLdSOrw/IiTZRnVMFSfpXztf2axK5j2aXM6OhnjRLgM0up3iwjOdq4IJp1zqUUCCC22+VGmEbPLEnkmsu8S6CBRMLtW5XaSDVG0ga7uPJKukvQgnn1r6TD8lrxPGqud9TSvLuOaJAW+cZJxVb7VKqpIqnjjpWrB4cPkebM/AG44pgWIWb4UEAEZPr2rpUjmcWZSxSz3Ykd8xlgu1yc88dKllv7wWtvp1pdCNWOGKrs/M1BZ4F0ZHlXK4KgHvmrEFss19b7U84KuducAHOeT6cVnO17mkNjRtPD1uq/v3mvp26JFwufdjUMqS6NcxXWYYXikBMEQyCPQn3rWvdbiVI7drhQQOYbJcfmxzWFq0eoXdm8drFHbwdcLy5+rGsZRctTVNI7OO2R1u4LZh8pF5Zv7dRWdrF9cWmq28Rtn8m9Aljmky/wA3cBeAMVS8M+KFs9Esm+zedNp0xhkcAnEZ5Gf0FaGpzT3dvcJEWzav9qgJOfl6Ee3BJ49KzVk9TR3tobEGlyTKrzMxZj8rzNx+CijUoLaz2yNC103IBY7VBHoBmrMeo20thZShJZ3UAYj9SOee3aqF4t7NK8MatEAfkihXzJfzPA/Km5pEW7jYb+e11GGWW2traxlGxiVwQ2McVlahNJpPiJbrTt8sUigsH+VS2cmugh8OyiNDc+TCdwctMTLJxz64H5VNdS6TAwRUM8yn77ncc/ToPwo5mwsjPv3uZwGmcYkwSq/IgPv3P6Vw2v20mlwv5T7VlbGFGAPwrt54RKs+oXL+RbRDczSHk/QV5prmtPqswAUrAp+QE5LehrnrySQORk46e3AoozRXnmYYo4oooABilopRnPAye2aQrixxvNIkUal3chVUdye1e/8AhDQE8O6DDBt/0iUeZO3qx/wGB+dcH8LfDgurx9auF/cwEpAHXhnPU/h/WvWicVoke/luG5V7SQucUu6mE570DiqPYsSZopuaQtigLCMcGomansagY0GkEOJppamlqb1pGlh+/FG6mUUx2FzSg0hpCaQWH7qaWpu6msTQNIUvTGbimkmmmg0SAtmo5DmN/wDdP8qf3qOUfu3/AN0/yoK6E+aaTSZpCaASAmjNJSUFWHhqXNR5ozQKwpanA0zPFC8igHsOyM89K8w+JuoeZqNpp4ORCvmSAf3j0/SvTScHnOBXC2+mrqvxE1C9mXKWJCAH++OB9aUnZXPMzPmlT5F1M7wz4B+0W63esKyK+DHBnDY/2vSu/stH021RRb2FsgXgYjG4e+e9WiwK7V70+JWROp+lcnO2zipYaEEklqI1tBImySJCoGACo6elef8AibR7fTb2O7toVj3/ACnyxtBzwOlelKm5fSub1qxRLiOeU7o4jv2N0JzwPzxWlFvnVia9OHI3Yp20RjaCyX5QoUSDHUDkn89tU9YtlnkE0YwBnitWxJkjaZjkD5QR+ZqC5iVjtBwCM8+9fQ0tNz5yrq9DmTKysFkjDDNa8aWKBQYN0eMh4zhgfwqrNapvAJO/t7UyON45GIb2rWSTRnFs0o3hUlrS6SQHqk4x+tY2t319b3NnI0YSGJ1LFTkEZq4IAhfjAxztHWs3UWaG3KqcxAfcPP5VzyhpobKRr6lFfXl95qFZYckCJB8yD7wP61WnkNhbl7gtE38OODmppNTm0+3jvLQQ+XdRIxkMoBUhQpBHbpXK6tftfXANzdeY3mZAjBYevbrXHLAU6k1OW5usTOMeVbFoz2UN2sU0twzbCSXPfHAFUjdRLd2wgO0uwZiD3zVS+aNr5mkR2ZerAEcfSomEHDKjkpzxnPPT+VehDlhpFHLK892dTNqsLXC6fHLgE4ZlPJ5PFSatGlvpiRQFuXGSF61ytpA7XKzRQy+aW+Ut613CWeoT6esItrvIOQdiAfnmq9o+xKgu5gxabYoTNNctHjG0HjNZWrXqLMIoZ5HjH/LMn5AfUCtbUNJvIzzp7O45y0gYfoawriK5hZpHto4yzZ29xS5m2NWRNp10YSzyFWdiDnv+ddpaX8GpKxRG3FCEVBkkj1rjrK31G7cRRRBnk+4B3NdraaTcWUFor3nlmUnfGi4yAccnvRKdtAUVe5laJpl9aa1OkdsWguEMcsR7ZHWutstJuHPlT3NtaxqpjEdt87kd8mrEMUVoqRyksg+6R2q3i3tZWkUSYwCCRgVhyXd2audlZF5UtbOwEdpau6LjcG4VvqO9V5b28CBY40hT0VcVJb6ssissYzxipZW85d0jKoAyOf50Wsyb3MG6lkmBMkjsOjBen41jXGpWlsdst1HHg4ABAz+JrW17UrTStHnu0kMkwBEYPA3noQO/NeNyzSXE7zStukc7ifrWFbEcuiE9Db8R67LqM/2aGZvsUf3FDZDn1PrWD0oorglJyepL1CiiipAKKWkpAg5rR0PR59d1aCwt1JMhAc/8807uazxyQBySeBXuXgDwv/YOjfaLpMX92u6QHqi9l/xqkdeDw7rVPI6Sys4dNsIbO1TbFCuxQOOnXPvUxNOamHnpWh9XTgoqyEJoDYphpuTQa8pPvpheoyaSgaiOLE0w0tIaC0NpDS0hFIYtKKb0ozQApNNNLSUDQmKCDS0ZoB6DNvFJtqSgjigakQkYqOUfun/3T/KpzUUg/dP/ALp/lQXfQZmkzTQTSn1oNLC5pOtNzRmgdh1Jmm5oJoHYfmnA4FQg0uTQJxuP/izxVSK2t7QzGKMK0shkc92NWATTMbpc9hWdT4TjxkU0izAobBPc5q+kQCsxHAFQWahuMcetW3lSMeWg8wnrjpXNY893uUfNHnbc8VheIr1JrkWcKLJ8uD/vnp+VV/EuqHSnLl8+yjgfjWXoUovJpbkybiuCWP8AePpXfgoJyuzzswqOMbI3AjW0K2ybVjRcYA71RkkxLzjHqe1WbmUBgu8ZcZB9apTSq0G3f35r2UjwnqMuUDbXOPm4UiqsasFcSDp0ariyI1uuWzzgVHMwMm0D5c4yad2KxVQ7QeSDJwapXsG+JlxnHer0zBXIwOBxTGUSRMc4yKTQXMiAqLSWFY0eaBg6o4yCD1H6VlTX8st9b3EltFGsZ2+Wi7ea6OG0XzGlXO54yNw61RsNPF+7yOSVWTdkjFKOjG72MKS4lguJHuFDiQE/MOtRxPm7JCqBtBAx161pa7ATfxLGA2UOAOnFVILcpCJ2GSpCke9XKxKNiKQXewCLBXngYrbiubkQnM7FM8BueKzbRgrKeqlecetXoEDIxYH5uCPQUaBYguL6d5lxISpGMAc1VbTRNMHnZWJGcVrxWsaZkWI/Wn4WWQFEYDoDii9gaKcFvPbQg27KjklQxGMAjtVzUdQj0+GxhaQGVLdeTzwTn+tOvlKWybHOQerCuc8TWiza3bgMWka1i4/4COgrnlL3rm0Y3SRrt4pi3kbCykYVuwqc6lLcqFLMyEcEHpUek+Ab24hR7giFeoVhzj6V1Np4Os7cDfJJLjsxwKxljIRZ0wwU5GHZSSeYNpfr2HFTa94utvD6xxmyNxdyR5HOFHbk967G3062t1AjjAHsK88+KekGKCz1GMZTJjf27jP4k1yzxvPojWvgXTp8xwWraze6vdeddyDKnKIvCr+Hes3GDxwPSnMPmPY9x6UnUVztt7nnPZCjpS01T2px4pCCiiikAtFFa3hzRH17WYLMEpEW/eSegqoq44x5mkdb8NPCn266GtX0O61hJEKMOHcd/oK9d/8A1VFaWkNhaQ2ltGI4YUCIo7Af1qTgVaVj6vC0I0oJIRqjJxUjHNRmmdsdhhFJTjSYoNBmDSGn9BUbE0DQZozTCaM0i7C5pM00mk3UDsPzSU3OelBzQOw6jNMHWnc0AOzRSZpaBCg0hNGKTFAhCKbIP3T/AO6f5VJimyD90/8Aun+VANlKgnikpCaDqsGcUE0nelpDCilxxTTQAmaUGkooGx2aWBPMkPNRk4qa0YEgDrWVRnn4x3aRpsot4AV6gVzWs+LRpMamS0wxPBc7s/hXRyjfFtY4rhfHFmt08EnVEXtSikzz5p2OH8T+LZ9bbyQpVScZxjH4V0VvaLohtowxCSQISpPO7jJrlF0vztYtoVHDyLXVeN98Gq2ZjyEEYXFdlFqL0OKrSdSlKT6GqtwjxoUGccDPYUqsqkKy8EZJIrMspw1tkMykjtVkN5jbN4zjOa9SnK6PBmrExIGQpA5pkjMuSxGMDnPegk8AEZ4yKLhc5+XJyOK0RJDJPIq/MCwzxUETO7AEHHJNPYMJyhAA9KHiWNskkk9qoknhX/SYXRkVVbLKw6itG2gd1a3a2VY0BAaPuw65/Gsl7jFqS6HAI6da3bKSa5bKMptmUPuDc5Ybv61zy0kaL4Ti9eVzqkaRhVA+UN2GaqWMUhLQsysgILODkE5rU8ShW1JD0AKjk9KqWqx25kstwOZc7h1/zzWz2M4mpbRpu9Nue3vV1onRVYMDk/NRa2aQy5GWyf8A69PlIDsqnKs3HtU3KsRRmSPplj3ya0bYq5BGRg9MVSEe0htu44O4VYiCLECvHHzc9KTYJEOqfNbSDOeM59Kt6Fp8Vz4nh1JlDBLSOOPIzggc8VRkkRw6jliML6GtDw5drbxrMDkqcfiO1cGLbS909DAxi5+8egiNtuG6dck81G8QHQ5rGOuq43FwKtW94JxkMD+NeO/M99QS2Lg4HSqOrabb6zps9jcrmOVcFh1HoR7iravuUkU5BmpvYJRUlaWx8663ol5oOoyWV2hBU/I+OJF7EVmdK+iPE3hm28S6WbWdvLmTLQy/3GrwPUdOudLvpbK8iaOaI4IIxn3HqK6YS5j5zF4WVKTfQqdaM+tJ0NKfWrOMXNFN+UnrinClYBf4eMnnjHXNeyeFtEGgeEY7qaMfarh1lkJ4Kg/dH9fxrznwdora14jtomjZ7eNhJMw6KB0/M4r3W8tludKuIGGFK4A9D2rroU+bUuD5WpF0nJ3DvzSGm27BrWFgeDGpx745/WnGsnufX0Zc0ExpptOIJpMUjdDcU0ipCKaaCkyMkVG1ObvTD1oLQ09aSlPWikaDDSYp+KMUDuIBS4oxTgKBXG4pQKdijbQJsTbS7fanhaXFBNyMCnBRRilAoC4mAKbLjyX/AN0/yp1NkI8p/wDdP8qAM3NIaM0UjtG06kooGFBopDTGKKQ0CigTGvzG2elUre48mbO7Kg9Kvd6p3FoQfNj+8Oo9axqRucmJpOWqN+CbzUBB49qw9csJGjZkAdH4OeopbO/ELbGJGefpWvJL9ot9qgMSKzTa0PNlF3sefaNpkC+JFkJJ2Dei+jVb8aW6SfZpGODyorSisZYNeDtEEXZ1HrVLxvAZtLjZc7kbIrrpu9hzjFYeXc5S2mMDgEkj9K2IQsoz8pz1IrjkvHiba4JA9a1LW+yoMchB7ivQpTs7M+ZnG6OljRfmALenNSzg7F2qGYcgd6y7a7JI9fWtKGYzF8vgYI/GupSOdoaB5hDsPnxVKcSCXcpGzvWqkeYckr6YHWqc0bKSoUlf1qkzNkcbK8RZ8FR29qsaXBFdTQyxzmIw8Kn97B2/0rKZ/LXABwSQc+lX9GhE0oJcInm8P+v86ioiovQreKbceaxXjBwAR0wax44lhuVCNuZhu6V0/i2HdFE4GARkkdDmuXtWKSROisXUFWJHGKreBK0Z1klxGsEc+duVBbFRkmWYKnAznHrSRWkUmnh84wOVqXyljwRv96hFkscudxIy3dqGljk3g/SowAj4BypzjH6Uqxea5JwBjkg0wsV5zsYbDwDxVNLqbSp5XAD27nLKf88Vo3UYVSRtCrjGehrMvG6HdgEbjmsZw5nqXCbg9CpqmvBEJi3AkZxnI/A/416D4WVv7Ht5W5Z03HNeVwafJqmqRW0SYLtl9vQD3r2bTIVitUhQfKFCr9BXj4mEYtpHvYKUp/EXo+OlWEA6VGsW2pDhec1xpHc+xM23A6cVy3inwvZ+JoAsp8q4jz5cyruI9iO4roml4I61FkhT61SdtTOcIzXLI+e9c8P6hoF2YL2EqucJKPusPr/SsoD9Ox5r6RurG21C3e3u4UmhfqrjIrzPxH8NHhLXGisXTqbdz8yj2Pp7VvGaZ4uJwLg+aB53XqvgDwxbpojXl/apK93ghXGcR9vz4NcVofhe+1DXrezubSaOHeDKSuML6Zr2PQpB/ZMMbMqiMeVx14rtoU76s8+MbXvuXLS1trIBLaBIE6fKMVejYFtpPyniqSkxuS2Tk8A1ZifEv3cccV2JWQbWGafKrRSQjrBKyfhk4/SrZ6VQgUQ6xdoOkqpN+YAP6ir9cVVWkfUYKXNSQ0il2jFFLWR2MaV4qIjmp+1RNwTTKiQkGoyDmpWqPFBqhMUDmlxmnBRSHcZtpdtSBaXaMUC5iHbTgKftpdtMLjAKXFOxzS4oFcTFNNPxTSKBXG0oOAaSkoKFNQy/6t/90/yqXrTZF/dP/un+VId7HLDxJoef+Qzp3/gUn+NO/wCEk0L/AKDWnf8AgUn+NfO9Fa+zR5Lzup/Kj6H/AOEk0L/oM6d/4FJ/jSf8JLoeedZ07/wKT/Gvnmil7LzD+26n8qPob/hJdC6/2zp3Hb7Sn+NH/CSaERzrWnd/+XpP8a+eaKfs0JZ1Ut8J9CjxJoffWdOH/b0n+NB8SaGF3f2xp2fT7Uh/rXz1RR7NDed1H9hH0J/wkehsctrOncdP9JTn260o8S6EBn+2NPyOMfak5/Wvnqij2SF/bVT+VHul/rWil90Wr6ec88XKH+tWNN8W6SmxJtVsl9zcJ/jXgdFZvDruc88ynJ35UfSjeJPDU4DSa1poOM8Xace3XmsfXNT0a7tjFBr2lOOozeR/l1rwOiqhS5epnLHSknG253GomyEzBb2zOTwUmVh+hqnFdW0RB+0w4PB/eDiuTorZOxxtp7I7211S2jfDXkHHfzV6fnWxDrembQxvbVSMH/XLz+teVUVtGs0ZShzHsi67pjKA2p2OQcj98vX86upLHJmRGV1dQY3BypB6EV4dXuf9jQaP4M8M3ltevcnULESv0PlbQpZQRzgM+0/StaVXmlZmU6aSuZd2qqAcfe9OlVdJmkS9lj8z92RuAx0I5q5NLvUdscn0rLSYQXqyIwBVvmBPUV0NXRzrRnQ6iGudHCySq5z95TXI2bOsssayH/WZA6ityLIZkaePy88pnBBrGEey8nMBORyCOnWnFe6E3qbNpcymHuCCcj29fzzV/wC2F4zgHPv0rn47t0cphi+cgn09KsJPIBnJJ9KmKLbNNXAXehJIwGNPjvAhZNpFZ6ygkgsdp7GmNInBVvm74qXoUnc0JJeuTkn154rF1R9yEpnj3pZ7wjALNn1Pak06E6rqsMJ5QHc1Y1J8qua0oOc0kdV4P0o29l5zKBNcfMeOQtd9BEsaDjA7e1Y9mvkKDjGcDHoK2kmTYCenpXhVZc0rn0tGHJFIfktk9KYeT1qJpgcgHFIGyo7k1mbWJMd6jDEsaczBRzTEbLE0hWJh020uzjoD+FRoxwSTSXE3lW7MeD0H1rSlHmnZHPWkowbZUeX/AEw9dqkD8KqabBGmqXsMgAWKcsp7fNkj+VT2aqSBLICT1OalsWtzrN8zMpGyLIP94Ka9yEXGNj5yUuaTZauACVwDT487lJ7mn3J5yCCO2KjXpz1zkVViNwcY1OF/78O38QSat1Un+W8sT7uD+VWzXHX+I9/LW3SYUZwKaSKbnIrHqeoKWph5pRQelBaIjQBSmlFBVxAtG0elPpaAuJtFLRRQIMUYooxQITFFLSYoGFMNPpp60DQzFJjFKQKSgoKH5if/AHT/ACoprnEb/wC6f5UhPY+T6KKK6T5AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6KbQr9/hN4QuBb5itLN5pWLD5VkZShxnJyCDxmvnWvbYvEDXngjw9p0SPGLK18tj55xLuCnkdBjHcmtaMW5aGdV2iVnRWjIK4IHrWPd2MQQySFxjlStaTMXcqG9qX7MXjK8nAr0LWOIz52g8tJ381n2D51XjPfNQacGvbxo4QSXUg+3vTdUM1rYoql8AlWA7k1Y8LIVdyWKb0IznoKUX0HJXKjwy2d4iSuC5B7547VPBMVPzcsD0rPu7byrlnEjSBmBDk84yRU8QDq/zlWyaUHrYGTvKxcDuOoBpu50LEZzjpUyw/IVGC3qBSSRsoHAx1NKS0uyob2RVM/n7EIbc3GAM5rvvDPh8WNuJXUec/wAx9vasjwjpCy3DXcycL9xSK9DVUCkdO59q8jFVk9Ee7gcPZc0itKpCjsqjrVY6kkTiEv8AOei55qTUrxLGzlmkGdo+Rf7x7CsHRNFnWR9QvCZLqUZJPRQeiivPseqmdJHLvIJqykgZgoGKoIPJUktx3qt/aRkm8q0XeR/F2qLFJmrM+JMZzjrSqxb7o4qnGr/ekPPemteSSt5NsNxHDEdqpIm9y6srPMFHQVHqJaVooVPAG4/WpLeF4U3NnPfNRO37wO2OhrvwdO87nlZhVtHlIl2Wy7nY5HoK5CPW3j1i+kRRJ5tycbuwAI/rXS6gxdAq5y1c1pMUBu7h2mSJVuHH7wZ3c16yseGzt7e486FGbOduatIxYgnj0qkoKWwC/hVhHIReORxUlRJLwlZLNh083H51dIyTVO6G6K2PpMp/WrbHBxXDiNz38q+BkffmnqOKZ1NPzgVh1PXe4h4phOacTk01qBoTrTgKaKfQNiUtFFAgooxxRigLgDS0oWlxiglsZjmilpDQNMQ00mnEUlBSGEZpuMVJigigq5HjNJIv7p/90/yqVVokX90/+6f5UCbPkmiiiug+RCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9T0YA6NZ/8AXCPg/wC6K8sr0bS/+QXaf9cY/wD0EV04Z2bMK60RuqNrqoUDJ4Pr9akmV1JKtg4NUZPu/gKsP/ql/wB2upswtqQmRgp3okhHKq/Qnp/WpfDscV4bqIwpG8DZUZ6Anp/OqcnT8D/I03Qf+Qhf/wDXKspM0S0G6iiM120UkQijcAJj5j1Jx+dU4LLzY1l53k7jxVST/kIt/umt6y/1S/8AXOrpszmhkahVCruDEdDWpb6R5hDydB2xWe//AB+p9K6WH7o+lceNqSirI9DL6UZO7NPTVWNQicAVoeeoBkdgsa9WNYVp96So9V/5F+4/3G/lXj/Fqz317uiLdvnxDqC3LKwsYCRED/Gf7xroZUwuAKwPDH/ICi+g/lWsfvikwb1KN+Zbi4Sxt8+dIPmYfwLWrb6bFZ2qxxLgdz6msjTv+Q5d/hWvN1/4EaLDuYPinW/7KtUt4SDe3J2RLn14ya1/Cdq8Wihpvnc8liOT7mvNfGn/ACP2n/7i/wA69Q0r/kECtXFcpzqT1LFzJmMg8dqznTewXPHrTL3+H61B/e+lepg4pQueJjpN1SzOjligPQcHFYelWsQ1K9863DqlySQevPQ1tSf60/7tYth/yGNT/wB5K6W9DkSOmlUiRAM7c5FSR/MQOeaqSfeT6U637VPQpGldgpbwDH/LVf51M2TWdff6qD/rqv8AOpz2rir7nu5V8Eixg5oJNVvWozWDPY6lzNNJ5qoaO9BSLi0pqqtDUC6lnmjvVWjvQO5dycUmTVbtTaCS6G4pd1UqUUCLZzTTmoKQ0AmT0lV6b3oKTLPenAVUp4oGy0BSSL+7f/dP8qrjrSP/AKt/90/yoIbP/9k=", "path": "029971.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029972
Women Tops & Tunics
{ "bytes": "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", "path": "029972.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029973
Women Tops & Tunics
{ "bytes": "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", "path": "029973.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029974
Women Tops & Tunics
{ "bytes": "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", "path": "029974.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029975
Women Tops & Tunics
{ "bytes": "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", "path": "029975.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029976
Women Tops & Tunics
{ "bytes": "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", "path": "029976.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029977
Women Tops & Tunics
{ "bytes": "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", "path": "029977.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029978
Women Tops & Tunics
{ "bytes": "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", "path": "029978.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029979
Women Tops & Tunics
{ "bytes": "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", "path": "029979.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029980
Women Tops & Tunics
{ "bytes": "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", "path": "029980.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029981
Women Tops & Tunics
{ "bytes": "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", "path": "029981.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029982
Women Tops & Tunics
{ "bytes": "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", "path": "029982.jpg" }
Given an image of a category: Women Tops & Tunics, which has 10 attributes, predict the following attributes: color, fit_shape, length, neck_collar, ocassion, pattern, print_or_pattern_type, sleeve_length, sleeve_styling, surface_styling.
029983
Women Tops & Tunics
{ "bytes": "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", "path": "029983.jpg" }