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\"><\/script>\n<meta 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MDgBMACAbuP%2FwtQ4ATRuPCbj%2F8EATDgBNCVcREA4ATRGPAxAOAE0DWAA%2FK%2B0rPyvtKwEQ3isrKyvtENYrKysr7TEwACsrKysBKysrKysrKysTNDYzMhYVFAYjIiYlNC4CIyIOAhUUHgIzMj4CMnttbXt7bW17AW4NHzQmJjQfDQ0fNCYmNB8NAVuuvLyurry8rjlmTC0tTGY5OWZMLS1MZgAAAAABAF0AAAFxArUADABQQDUDBIsHHwABAA8GHwYCCAYGDg2NB50HAl8Hbwd%2FBwMHAI4QDCAMMAxQDGAMcAwGDAwDBVUDVgA%2FPxI5L13tM11dARESOS9eXc5dM%2B05MTATPgE3MxEjEQ4DB105bC1CXQwjKS0VAiYWRTT9SwI0CxgWFAcAAAABADgAAAHqAsUALADlQC8DBxMXAxcTiwcDFAcDEwcXBxcQGowMAEAQAE0AQAgJAEwALiQlawp7CgIKjBAtJLj%2F8LMSAE0kuP%2FgsxEATSS4%2F8hAGBAATSQfCBEATR8QDxAATB%2BPByAODwBMF7j%2F6LQREgBMF7j%2F6LYPAE0HFwwluP%2FgtBASAEwluP%2F4tAkATSUquP%2FwtBESAEwquP%2FosxAATSq4%2F%2Fi0CQsATCq4%2F%2FBACQgATSpYCo4MVQA%2F7T8rKysrMysrEjk5Kysr7SsrMisrKwEQ3u1xxjIQ1isrxO0SOTkvLwDBhwUrEADBhwV9EMQxMAEUDgIHDgMVIRUhJjQ1ND4CNz4DNTQuAiMiDgIHJz4DMzIWAdMdMDweES0oGwE%2F%2FlwBHzI%2BHhktIxUTICsYHTAmGgcuCSQyPiRtbQIEJENBPx4RLjIuEU8GDAUvUUhAHhgvLzIcHiocDRAVFwZCCh0aEmUAAAABADf%2F8QHpAsUAOADDQB6nIQGWIQGHIQEOCA8ATQUYDwBNNhAPAE00CA8ATQK4%2F%2FBAYg8ATVkQaRACEIyPI58jryMDFyMBIyt7JgFdJm0mAgomCiY1agMBSQNZAwIDjIcrAR8rAQ4rAQgrOhgZNjU5JiYKjggIHjYAjzUQDwBNNTAIEBIATDBXGBWPGR4IDQ4ATB5YAD8rM%2B0yPyszK%2B0yEjkv7Tk9LwEYEN4yxjIQ1l5dXV3tXV0SOTkvL11dENRdXe1dMTAAKysrASsrXV1dNzI2NTQuAisBNTMyPgI1NC4CIyIGByc%2BAzMyHgIVFAYHHgMVFA4CIyIuAic3HgHiWU0gNEUkGCEZNSwcFCErGDBDFyQMJS41HTdQNBo%2BLBsyJRcfQWJDGjcwJAgSEU9ERjsmNB8NTAoaLSIcKBoLHA9HCBMQCxsxQyc2TRQIHi48JS1NOCAIDAwEUQgaAAAAAgAoAAACCgK1AA4AFQBrQD8oAgEIEQEOFSsFASgFOAUCCQUBDwUFDYsHCgkXDxQBO18UbxR%2FFAMUiwAADhYAFI4NDQeOCQkFC1UPjgQEBVYAPzMQ7T8SOS%2FtMy%2FtMgEQzjIQ7XJeXRDW3TLtMi9eXV1xMjEwAF5dAV03PgM3MxEzFSMVIzUhAQ4DBzMoE0JTXzBZUlJa%2FsoBNh49OjMU3PAsdXx4MP5ITLGxAZYgT1ZaKwAAAQBB%2F%2FEB6wK1ACcApkAQGSAPAE0BIA8ATRggDwBNFLj%2F8EA7DwBNDhAPAE0iahYBFowPAx8DAggDKQAjI4sgGxQgGxsgDg0oIyKOIACOGxAREgBMGwgQAE0bEA4ATRu4%2F%2BBAHg0ATRsQDABNGxsIIFYOEY8NIA8ATQ0ICBASAEwIVwA%2FKzMr7TI%2FEjkvKysrKyvtEO0yARDeMtY5hyt9EMQBGBDWXl3tXcQxMAArKysBKysTHgEVFA4CIyIuAic3HgEzMj4CNTQuAiM%2BAzchFSMOA8eXjR8%2FYEIaNi4kCBIRTTgtPSYRGkJuVAYHBgQCAU79AQQEBAGqBnhnLk44IAgMDARRCBoUIi0ZJjsoFTFWUlEtTw8zNzQAAAACAD%2F%2F8QIBArgAGgAtAJi1LQgPAE0kuP%2Fwsw8ATRq4%2F%2FizDwBNCbj%2F%2BEA5EgBNAxgPAE1XAwEFMAYBDwYBBgYAWSsBK4wHE3cTAhMvHoYLlgsCCyGMRwBXAAIALgsOjx4bGwUmuP%2FwQAsODwBMJo8YVwaPBbj%2F8LQOAE0FWAA%2FK%2B0%2F7SsSOS8z7TIBEN5d7TJdMhDWXe1dEjkvXV0zMTAAXQErKysrKxM0PgI3Fw4DBz4BMzIeAhUUDgIjIiY3IgYHDgEVFB4CMzI%2BAjU0Jj84Z5NcBzthTDQNGkEjO1I0Fxo1Ujhyd%2BAjPB4BAQwfNCghLh4NQQEWZZtqNwFOARg0Uz0MECQ7TSomUEIqnNANDQsXCyxOOyMcLDMYREgAAAABADwAAAH1ArUADgAlQBIOiwAABwWLCBAHDw5VCQWOB1YAP%2B0yPwEQzhDW7RI5L%2B0xMDM%2BAzchNSEVDgMHowYtQk8m%2Fq8BuSFQRzMGULGnjy1RTSaFpbtdAAAAAAMAN%2F%2FxAf0CxQAhADMARQEOuQAy%2F%2BizDwBNMrj%2F8EAJDgBNLhAPAE0NuP%2Fwsw8ATQO4%2F%2Fi0DxAATEW4%2F%2FCzDgBNQLj%2F8LUPAE00jBu4%2F%2FhAIRESAEwbAENBIEExLw8vEA8ATS8PQSAvIEGLDy8UDy9BD7j%2F4EA3DwBNUA8BICAPAE1fIAEPIA8gCiyMdgABDwABAEc%2BjBEIERIATBEijAoQEABNCkYPDyAgBTmPFrj%2F8LYICQBMFlgnuP%2FwtQ8ATSePBbj%2F%2BEALDgBNBRAICQBMBVcAPysr7Ss%2FK%2B0SORkvMy8BGBDeK%2B3UK%2B0Q1l1d7RI5OS8vXStdK8GHBCsQAcGHBH0QxAArhw7EEIcOxAEYENQr7TEwACsrASsrKysrJRQOAiMiLgI1ND4CNyY1ND4CMzIeAhUUDgIHFgUUHgIzMj4CNTQuAicOARM0LgIjIg4CFRQeAhc%2BAQH9HTlWOEFXNBYTHykXYh43TjA4UDMXER0lFHb%2Bmg0gMiYiMyAQGC0%2FKC0x%2Bg0cLCAgLRwNECI3JioytCpHNR0lOEMeHTUuJQ44bSZFNB8iNUAeHTMsIg04fxInIRYUHygVIDAkGQkZSgEwDyQfFRQfJRIWLCYeCRlDAAIAM%2F%2F%2BAfUCxQAaAC0AzkALJCAPAE0YIA8ATQK4%2F%2BCzDwBNArj%2F8LMOAE0CuP%2F4swgATQG4%2F%2FCzDwBNAbj%2F6LMOAE0BuP%2F4QCkJAE0eCSEIDQ4ATCGMAASbA6sDAncDAU8DAQMDEWgAAQ8AHwACCAAvK7j%2F8LMPAE0ruP%2F4QBEOAE0rjBEIEABNES4eG48JDLj%2FwEAYCgBNDAwDJggOAE0mjxZYBI8DCA4ATQNXAD8r7T%2FtKxI5Lysz7TIBEN4r7SsrEMZeXV0ROS9dXV0zEO0rMjIxMCsrKysrKysrARQGBycyPgI3DgEjIi4CNTQ%2BAjMyHgIHMjY3NjQ1NC4CIyIOAhUUFgH1zcoDP2VMMwwaQiM7UjQXGjVSODlXOx7gIz4dAQwfNCghLh4NQQGgztMBThg1VD0MDyM7TSolUEIqKExtiQ0NCxULK087IxwrMxhER%2F%2F%2FADj%2F8wC%2BAggCJgARAAABBwARAAABjwAQQAsBABEMBQBQAQgOTysrNAAA%2F%2F8AJv9hAL4CCAImAA8AAAEHABEAAAGPABBACwEOEw4HAVABABBPKys0AAAAAQA1AEwB%2FwIKAAYAYEAmBAUGAAQABq8FBBQFBAYFAwIBAAMAAa8CAxQCAwECAAUQDQBNBQK4%2F%2FBACg0ATQJQAIAAAgAAGS9dzSvNKwEYLy%2FBhwQrEAHBhwR9EMQBGC%2FBhwQrEAHBhwR9EMQxMBMFByU1JRecAWMa%2FlABsBoBK5JNt1C3TQAAAAIANQCZAf8BvQADAAcALkAaAwcHAgUFCQgCrz8ATwCvAAMABK8wBkAGAgYAL13t3l3tARESOS8zMy8zMTA3IRUhESEVITUByv42Acr%2BNuhPASRPAAEANQBMAf8CCgAGAGRAIgMEBQYDBgWvBAMUBAMFBAIBAAYCBgCvAQIUAQIAAQYEAQS4%2F%2FBAEA0ATQQBEA0ATQFQBoAGAgYAGS9dzSvNKwEYLy8vEMGHBCsQAcGHBH0QxBABwYcEGCsQAcGHBH0QxDEwEzcFFQUnJTUaAbD%2BUBoBYwG9TbdQt02SAAAAAgAT%2F%2FMBeQLFACEALQCSuQAJ%2F%2BCzCQBNCLj%2F4LMKAE0EuP%2F4sxEATQO4%2F%2FhANhESAEwigihAGzhIKCgSfwAYAQgYGANYH2gfeB8DH38HCycLNwsDCy8vLwECAy4VICsBKyVjArj%2F8LYPAE0CAIgDuP%2Fwtg8QAEwDBmgAPzMr7TIrP91xzgEQzjJdENZd7V0SOS9eXe0zLyvtMTAAKysBKysTIgcnPgEzMh4CFRQOBBUcARcjJjU0PgQ1NCYTFAYjIiY1NDYzMhauQj8aIlUwOUksERomLiYaAU4EFyQoJBc2CyQfHyQkHx8kAnciSBIWHzA7GyI1LiotNSEFDAUUFiA0LScoLBoqNf2%2FGygoGxsoKAAAAgBB%2F2cDdQLFAEUAVQD3QK2mRAGJQ5lDAmc%2FAVU%2FAVg1AZYpAZcjpyMCihkBaRkBCQIBqAMBA0lNfxMuLy%2FvEwGWE6YTAogTAVYTAROZHKkcAngcAVkcARx%2FkEGgQQKHQQEPQR9BAghBV1N%2F0AvgC%2FALA3kLiQuZCwMLdiaGJpYmAycmNyZXJgMmf%2BA3AZ83ATdWTVCHEDyHIRMQYEkXRocGLzKHLitpA3kDiQMDSwNbAwI6AwEDIAgLSAMABgAvMzMrXV1d3jLtMhDtMjI%2FM97tEO0yARDeXXH9XV3eXXHtENZeXV1d%2FV1dXc5dXV1xMi8zEO0yOV0xMABdAV1dXV1dXV1dXSUiJicOASMiLgI1ND4CMzIWFxEUFjMyPgI1NC4CIyIOAhUUHgIzMjY3Fw4BIyIuAjU0PgIzMh4CFRQOAicyNjcuAT0BLgEjIgYVFBYCsiAqDhY%2BHzBPOiAeO1U2M1UXFhIaJxkMLFJ1SUl6WDE0XX9MO00LChFZM1medkVEc5dUUpJuQB80SPAVKxEDAgYiFUdGRCsSDwwRHjtWOTBVPyQQCP7OIBokOkkmP29UMDFbhFRYhVktDgRKBg4zaaNwbKJrNjVlj1pEaEckUQkJDRoM6wIEWENHVAAAAgAIAAACjwK1ABEAGADcuQAP%2F%2FhANA0ATRAPDg0MEQwHCAkKCwYLBBgXFhUFFQUgDBIBTAsFFQVzBgsUBgsFBgECAxITFBUAFQC4%2F%2FBAQwwBTQwAFQBzEQwUEQwAERUVBhEaABoBQBpwGqAa0BoEDxoBDwYfBgIIBhkDBHkYXxVvFX8VAxIVEhUMEUIMQQtBBkIAPz8%2FPxI5OS8vXTPtMgEQxl5dXV1xEMYRORkvEADBhwUYK4d9xAErEIcOxMQFxMQOxMQQAMGHBRgrh33EASsQhw7ExAXExBCHDsTExMQQhw7ExMTEMTABKyEuASchByM%2BAzczHgMXAy4BJw4BBwIlER4Q%2FsY%2FZShGQ0IkWSRCQ0YoxSA%2FIiM%2FHy1XLbFuu6iZS0uZqLtuAQFXo0tLo1cAAAADAFb%2F%2BgJQArwAGAApADgAh7VXFQEwdhO4%2F%2FC0DgBNExC4%2F%2FC0DhIATBC4%2F%2FBADQkATRAkdhZACAkBTBa4%2F%2FhAEQ4QAEwWQAkATRYwCABNFjo6uP%2FAQBwJAU0ZOHMFqDk4NXwLEyp5KSkABgtFGh98BQBGAD8y7TI%2FMxI5L%2B05EO0yARD27TIrEN4rKysr7dQrKzIr7TEwXQUiLgInET4DMzIeAhUUBgceARUUBgEVFhceATMyPgI1NC4CIyczMj4CNTQuAiMiBgcBERUxMTAUFDAxMBU8aU0sNi09SJn%2B%2FwsPDSMXK006IxoxRCp9ZiRALxscMUIlJSoRBgIEBgUCoAUGBAISK0YzOUkSEk5HaGkBSfQBAQEBCxwyJiIvHAxOChoqIB4pGQwCAgABADr%2F8QJTAsUAJwDmQCMpQAwSSGgDAR4IEgBNhxuXGwICCBIATQIIDwBNEA8PIiMpGrj%2F8LMKAE0auP%2F4QBAJAE0adgUIEgBNBQgPAE0FuP%2F4tg4ATQWpKBC4%2F%2BhAFA0PAEwQFQgODwBMFQgJCgBMFXwPuP%2F4tBESAEwPuP%2FoQBkNDwBMDwoIEQBNCggOAE0KRSIYDQ8ATCIfuP%2F4tA4PAEwfuP%2F4QBMJCgBMH3wjGA0PAEwjAAgQAE0AuP%2F4tA4ATQBGAD8rKzIr7SsrMis%2FKyszKyvtKysyKwEQ%2FisrK%2B0rKxDGMjIvMzEwACsrXSsBXSsFIi4CNTQ%2BAjMyHgIXBy4DIyIOAhUUHgIzMjY3Fw4DAYBJeFYvNVp4RCtFMyAGHAkiKzMaN1g%2BIR06VzpDWBYZByQ2SA8wXIdXV4dcMAwQEARQBg4OCSZIZ0A%2BZkkoHAtQBQ8OCgAAAAACAFb%2F%2BgKPArwAEAAdAIJAHRQQDg8ATBQQCgBNFAgJAE0UEAgATRR2AEAJAU0AuP%2F4sxIATQC4%2F%2FBAGw4PAEwAQAkATQCpHxpzCKgeGhcICgBNF3wJDLj%2F%2BLYOAE0MRRsRuP%2F4QA0KAE0RfAgFCA4ATQVGAD8rM%2B0rMj8rM%2B0rMgEQ9u0Q9isrKyvtKysrKzEwARQOAiMiJicRPgEzMh4CATI2NTQmIyIGBxEeAQKPOGaOVSplKSllKlWOZjj%2Bh4qIiIopLQkJLQFbWoVXKwcKAqAKBytXhf6ajX9%2FjQIB%2Fe4BAgABAFYAAAIWArUACwA1QB0HAw8KHwoCCAoNBAhzAKgMBXkHBwEJeQtCA3kBQQA%2F7T%2FtEjkv7QEQ%2Fu0yEN5eXcbOMTAzESEVIRUhFSEVIRVWAaf%2BugEi%2Ft4BXwK1U85R8FMAAAAAAQBWAAAB%2BAK1AAkAKEAUBwMLBAhzAKgKBXkHBwEJQgN5AUEAP%2B0%2FEjkv7QEQ%2Fu0yENbOMTAzESEVIRUhFSERVgGi%2Fr8BHf7jArVT0VL%2BwQABADr%2F8gJeAsUAJwDRtQoQEABND7j%2F%2BEAsDwBNCRgPAE0XFidzAUAIAU0BQAgATQ8BjwECAagpKUAOAE0pQAsATQApAR%2B4%2F%2FizDgBNH7j%2F8EAQCgBNH3YMQAgBTQwIDwBNDLj%2F%2BEAMDgBNDEAIAE0MqSgXuP%2FwQBAOAE0XGhAKAE0afBEBAQcWuP%2FoQA4NDwBMFhEIDgBNEUUnJLj%2F%2BLMOAE0kuP%2FwtwoATSR8AgdGAD8z7SsrMj8rMysSOS8Q7SsyKwEQ9isrKyvtKytdKysQ9l0rK%2B3GMjEwACsrASsBMxEOAyMiLgI1ND4CMzIeAhcHLgEjIg4CFRQeAjMyNjcB%2FWEMLTtGJEl4Vi81WnlFL0k0IQYfHWAyNVc9Ih07VzsqOw0BVf68BAoKBzBchldXh1wwDBAQBFETGSZIZ0A%2BZkkoCQQAAAAAAQBWAAACawK1AAsAN0AfAwtzDwIfAgIIAqgNBQlzB6gMCnkEBAYIQQZCAkIAQQA%2FPz8%2FEjkv7QEQ%2Fu0yEP5eXf3AMTABMxEjESERIxEzESECCmFh%2Fq1hYQFTArX9SwFA%2FsACtf7fAAABAFYAAAC3ArUAAwAkuQAF%2F8BAEQgBTQAFAQWoAXMDqAQCQgBBAD8%2FARD2%2FeZdKzEwEzMRI1ZhYQK1%2FUsAAAAAAQAI%2F%2FEBowK1ABMAebkAA%2F%2FwQBQJAE1nEAERcxNACQFNDxMBE6gVFbj%2FwEAYCQFNCwpACQFNCkAJAE0PCgEIChQSQQsOuP%2F4QB0PAE0OfAoQDA4ATAoFCBAATQUQDwBNBQgIAE0FRgA%2FKysrMyvtKzI%2FARDGXl0rKzIrEPZdK%2B0xMABdASslFA4CIyIuAic3HgEzMjY1ETMBoxU1WUMiOS4iCiYVQzJIQmHfMlZBJQsREwlNDyFJWQHNAAABAFYAAAJvArUAGgDbQGAaCA8ATVkOeQ4CDRAUAE2IDQHYDAHYCAGnBgELGBMATQsgCxJICAsYCygLAwgLcwkJChYZGhUaBAMCAQAFABoIEwBNwBoByhoBGgUABXMVGhQVFRopADkAAggAGAACAAq4%2F%2BhALxQATTAKUApgCgMKHBURFHMSqBsaQcAQARB7wAUBBc8VAQ8VARUVERNBEUIKQgBBAD8%2FPz8SOS9dcTlx7XE%2FARD%2B7TIyENZdK8ZdXYcQK4d9xAFdcSsQhw7ExMTEEIcOxMQBETMYEO1eXSsrMTBdXV1dK10rAQ4DBx4DFyMuAycRIxEzET4DNwJXH05VVCUrYFxRG3IeTldZKmFhI1RSSRkCtSJTV1QkHlhkaC8vX1dKGv63ArX%2BziFTVE0dAAAAAAEAVgAAAfcCtQAFABtADQAHBHMCqAYDQQV5AUIAP%2B0%2FARD27RDGMTAlFSERMxEB9%2F5fYVRUArX9nwAAAAEAQwAAAyUCtQApAUq5ACX%2F8LMRAE0kuP%2FwsxEATSG4%2F%2FhAEhUZSGYhpiEC9yABpx0BZh0BGbj%2F6LYRAE1XGQEYuP%2FwQDkRAE0JFQGIDvgOAmkOAfcJAQgIGAgC%2BQgB2AjoCAKZCKkIAogIAWkIAVcDAQeWEaYRAocRARFzECu4%2F8C1CQFNK6kfuP%2FwtgwSAUwfcx64%2F8BAJAoNSB4imRsBG3OmHAGFHJUcAk8cARwpdk8AAQCJEJkQqRADELj%2FwEAmCg1IEAoQDBIBTApzDwsBCAupKhZAGh5IFnwpKRwfQhxBG0ERQSK4%2F%2BC0DQBNIge4%2F8C3FRkBTLAHAQe4%2F8BADBoeSKQHAQd8EEEKQgA%2FP%2B1dK10rMis%2FPz8%2FEjkv7SsBEPZeXe0r1Std1F391F1dXe1dMtUr7SvmKxDtXV0yMTBdXV1dXV1xXV1dXStdK11dXV0rKyslLgUnBgIHIz4DNzMeAxc%2BAzczEhMjJgInDgUHAY0KISYrJiEKCw4FXwQKDQ8JVRs%2BPjoYGDo%2BPhtVIhFfBQ4LCiEmKyYhCmAYSlZbUUARdv7tjFq3sahLLHiDgzY2g4N4LP6x%2FpqMARN2EUBRW1ZKGAAAAAABAFYAAAKCArUAEwCWQCCHDgEgAwF3CwEDCwAHAHMQCxQQCxBzEkAICQFMEqgVFbj%2FwEBDCQFNBBWEFQIIB3MJqBQTQosHmwcCegcBawcBWgcBSQcBhBCUEAJiEHIQAgJAEFAQAhQQNBACBxAIEUELQQpBCEIAQgA%2FPz8%2FPxI5OV1dX11dXV1dXV0%2FARD27V5dKxD2K%2F2HK4d9xAFfXTEwAF1dIS4FJxEjETMeAxcRMxECMRY5QkdGQhxfTS9raV0gXyVcY2ZfVCD94wK1MoWNiDUCAf1LAAACADr%2F8QLQAsUAEwAnAQe1EiAQAE0MuP%2FgsxAATQi4%2F%2BBAHRAATQIgEABNEQgSAE0RCA8ATQ0IEgBNDAgPAE0HuP%2F4sxIATQe4%2F%2FizDwBNA7j%2F%2BLMSAE0DuP%2F4QBUPAE0eCA4ATR4QCgBNHnYKQAkBTQq4%2F%2FizEgBNCrj%2F%2BEAPDwBNCkAJAE0KqSnwKQEUuP%2F4sw4ATRS4%2F%2FBAHQoATRR2AEAIAU0ACBIATQAIDwBNAEAIAE0AqSgZuP%2F4sw4ATRm4%2F%2FizCgBNGbj%2F8EAaCQBNGXwPRiMIDgBNIwgKAE0jEAkATSN8BUUAP%2B0rKys%2F7SsrKwEQ9isrKyvtKytdEPYrKysr7SsrMTAAKysrKysrKysBKysrKxM0PgIzMh4CFRQOAiMiLgI3FB4CMzI%2BAjU0LgIjIg4COjVbeURDd1o1NVp3Q0R5WzVmIDtVNTVUOyAgO1Q1NVU7IAFbWYhbLi5biFlZiFsuLluIWT9nSCcnSGc%2FP2dIJydIZwAAAAIAVgAAAj0CvAAOABwAUrkABf%2Fwsw0ATQS4%2F%2BizDQBNArj%2F8LUNAE0YdgO4%2F%2FhAGQ4PAEwDHgkRcwuoHRJ5CAgACkIRD3wMAEUAPzLtMj8SOS%2FtARD27TIQ1ivtMTArKysBMhYVFA4CKwERIxE%2BARciBxEzMj4CNTQuAgEOkp0rUXRJTWEpZTI%2BIUkyUDceHzVGArxvbjxVNRj%2B%2FwKrCgdVA%2F7wDR82Kig0HwwAAAAAAgA6%2F0cC0ALFAB4AMgELuQAN%2F%2BizEABNCLj%2F4EAREABNAiAQAE14HAENCA8ATQe4%2F%2FizEgBNB7j%2F%2BLMPAE0DuP%2F4sxIATQO4%2F%2FhAHQ8ATQ92GhoAKRAOAE0pEAoATSl2ChUVCkAJAU0KuP%2F4sxIATQq4%2F%2FhADA8ATQpACQBNCqk0H7j%2F8LMOAE0fuP%2FwQB0KAE0fdgBACAFNAAgSAE0ACA8ATQBACABNAKkzJLj%2F8LcJCgBMJHwPGrj%2F%2BLcOAE0aRhR8Fbj%2F8LQREgBMFbj%2FyEATCABNFS4QCQoATC58BQgOAE0FRQA%2FK%2B0rLysr7T8rM%2B0rARD2KysrK%2B0rKxDmKysrKzIvEO0rKxI5L%2B0xMAArKysrK10BKysrEzQ%2BAjMyHgIVFA4CBx4DFwcuAycuAzcUHgIzMj4CNTQuAiMiDgI6NVt5REN3WjUoR182ASc8SiUXNF9NNAk%2FcFIwZiA7VTU1VDsgIDtUNTVVOyABW1mIWy4uW4hZTnpZNwoXIxgQBEwHFyY7LAQzW4JVP2dIJydIZz8%2FZ0gnJ0hnAAIAVgAAAmMCvAAaACgAhUATCAgSAE2YCAGJCAFXAgELJHYAGLj%2F%2BLMPAE0YuP%2FwQAkOAE0YEA0ATRi4%2F8BALAoLAEwYBQZzZwSHBAIEBAUqYCoBDx1zEagpHRt8FR55CwAODhASFUUQQgVCAD8%2FPzMSOS8zM%2B0Q7TIBEPbtMl0QxjIvXe0Q1isrKysy7TIxMF1dXSsBHgMXIy4DJwYiKwERIxE%2BATMyFhUUBgMiBxEzMj4CNTQuAgGpEDE0MxJqFC8wLxMNGw5XYSllKpKZSdo%2BIUUyUDceHjNFASIUQU9WKCZORz4XAf7xAqsKB25tRWIBLQP%2B%2BwocMyonNB4MAAABACH%2F8QH1AsUAMAEfQDkFJwEIDgEIDQEKJgGXIgEFHwETqBIBmRIBiBIBEiUAIQGJCAEhHggFIQUIcx4hFB4hCB4eBRsCdiW4%2F%2FC0EBIATCW4%2F8C0Cw4ATCW4%2F%2FBAYQkATXAlASUyG3YMEBIATQwYEQBNDBAQAE0MEAkATQwuLUAIDkgtMZgFAXkFAT0FTQUCCwUBCHQeAUIeAQUeBR4PRy4BLmcAAQB8LQgPAE1YLQEtKEZ3E5cTAlYTARMWfBK4%2F%2FBAEQ8ATYYSlhICdxIBVhIBEg9FAD8zXV1dK%2B0yXV0%2FM10r7V0yXRI5OS8vXV1eXV1dXQEQ1isy1isrKyvtENZdKysr7RE5ORDBhwQrEAHBhwR9EMQAXV0BGBDEXV1dMjEwAF1dXQFdXV03MjU0LgInLgM1NDYzMhYXBy4BIyIOAhUUHgIXHgMVFAYjIi4CJzceAfeYGy47ISZEMh18bT9nGB8VUzccMCQVFig1IC1LNx6FeSlFNicLHRdeRWggLSEYDA0hLT4sW2YbEE8NGQwYJRkcJh0YDBIkMkUxW2ILDxEGUA0gAAAAAAEAEAAAAiUCtQAHADpAJAl%2FAY8BAgABAQEDc38EjwQCAAQBBA8GHwYCCAYIA0IBBnkAQQA%2F%2FcA%2FARDWXl3WXV391l1dxjEwARUjESMRIzUCJdph2gK1VP2fAmFUAAAAAAEAUf%2FxAl8CtQAXAFlALhYIDQBNFQgNAE0DCA0ATQIIDQBNEHMPEh8SAggSqBmfGQEHcwWoGBFBBkELfAC4%2F%2FizDABNALj%2F8LQLAE0ARgA%2FKyvtPz8BEPbtXRD2Xl3tMTAAKysrKwUiLgI1ETMRFBYzMj4CNREzERQOAgFYRGRAH2FcSiU9LBhhH0FjDypJZDoBs%2F5YaF4XMEs0Aaj%2BTTpkSSoAAQAKAAAChgK1ABIAx0AqiBEBeBABZw4BNw1HDYcNA3cMAbgKAYcJAXgJATgBSAEC1Q%2FlDwLGDwESuP%2FwQDAMEgFMDxIPDBJzAAUUAAAFDBAMEgFMDwwLBg8GDHMLBhQLCwYUzwABAAUgExsBTAW4%2F8C1ExZIBXMGuP%2FgQBwTGwFMzwYBBg8LHwsCCAsTEkEMQQtBBkIFQgBBAD8%2FPz8%2FPwEQ1l5d1V0r%2FSsr1V3GhxArEADBhwV9EMQBK4cYECsIfRDEASsAXV0xMAFdXV1dXV1dXV0BDgMHIy4DJzMWEhc2EjcChiZFQkEiWyJBQ0YlazZoNzdoNQK1bruomUtLmai7bp7%2B3IB%2FASWeAAEAHAAAA4UCtQAgAV5AJDggAeggAR8IEgBNOB8BeBgBNxIB5xIBdwkBhwIBhwEBmwABHbj%2F8EAKEQBNdB0BtB0BGbj%2F8EBVDBIBTB0ZFBlzGh0UGh2gIgEiGhQ3HgELHhseAjYRAYkRARQRAR4RFBFzAB4UAB4gFAHQFAEUAHsEAbsEAZkEAQgQDBIBTAQIDQhzBwQUBwcElgMBELj%2F8EBgEQBNNhABmhABKRBJEFkQAxQQAQMQDRBzAAMUAAMAcA0B4A0BDaAHAQ8HHwcCCAchHkIdQhpBFA0AIBEATZkAAXgAAWYAAZcNAWANAUQNVA0CAA0EEBEZQQhBB0EEQgNCAD8%2FPz8%2F1sAROTldXV1dXV0rETM%2FPz8BENZeXV0Z1V1xGNWHK4d9xAFdXV1xK12HGBArh33EAStdXXEYEMVdcYcrh33EAV1dcV1dGRDVGMZdhyuHfcQBK11xKzEwAF0BXV1dXXFdcStdcQEOAQcjJgInMx4DFz4BNzMeARc%2BAzczBgIHIy4BAdEqVithNVEjZg4eICARKFonVCdcKBAgHx4OYyRRNGEsVAHWhuRsmQFUyE6ck4Y5afuGhvtpOIaTnU7I%2FqyZbOQAAAABABcAAAJjArUAFwDjs6AZARm4%2F8BALAwQSIoUAQMIEQBNhhEBFBMKFxAREgsXEA4SCwAPCRMKBRMKAA8KEAwSAUwKuP%2F4tBESAEwSuP%2FwQBQMEgFMChILEnMTChQTChMXAQAPALj%2F8EBIDBIBTAAIEgBNEBAMEgFMABAXEHMPABQPDwBAF1AXYBeAF6AXBRcZkBkBDxkvGQIPDwsfCwIICxgXQhNBEkEQQQ9BC0IKQgBCAD8%2FPz8%2FPz8%2FARDWXl3GXV0Qxl2HECuHfcQBKysrhw7EARgQ1ocrh33EASsrKw%2BHDsQPDw8xMABdAStdK10hLgMnDgMHIz4BNwMzGwEzAx4BFwH2DyoyNhkZNjErD2std0PecKupb9pEeC4eSU9PIyNPT0keWLZgAUf%2B%2FgEC%2Fr1huFkAAAABAAYAAAJQArUAEACLuQAL%2F%2FBAUgwSAUwICwgFC3MMDxQMDw8QEm8MnwyvDAMMEHMABRAMEgFMCAUEAQgBBXMEARQEAQFvAJ8ArwADAA8EHwQCCAQRAQEPDwwQQgxBC0EFQQRBAEIAPz8%2FPz8%2FEjkvMy8BENZeXcZdMocrEADBhwV9EMQBKxgQ%2FdZdxhEzhysIfRDEASsxMDMRLgEnMx4BFz4BNzMOAQcR%2B0V6NnImXjIxXidsNnpEARZr0GRSqU5OqVJkz2r%2B6AAAAAABACEAAAIYArUAFQBNQCoMERILEgEABwcSCxJzAAcUAAcADwgfCAIICBcTCxYSABN5FEELBwh5CUIAP%2F0yxT%2F9xTMBEN7GEN5eXdaHK4d9xIcOxBCHDsTEMTABDgUHIRUhNT4FNyE1IQIOFz1ESEU%2BGQGG%2FgkVOUFGRUEb%2FpwB2wJoGklZY2VkLVNBKGBkZl5SH1MAAQBg%2F0cBQQMPAAcAHUANAgUJA38HCASHBgKHAAAv7S%2FtARDe7RDWwDEwEzMVIxEzFSNg4YqK4QMPSfzKSQAAAAH%2F6P9HAZgDDwADAClAFgEDAAOuAgEUAgIBAAQCA2ICYgFkAGQAPz8%2FPwEvEMaHECuHfcQxMAMzASMYXQFTXwMP%2FDgAAQAI%2F0cA6QMPAAcAHUANA38HCQUBCASHBgKHAAAv7S%2FtARDWwBDe7TEwFyM1MxEjNTPp4YqK4blJAzZJAAAAAAEALwE7AgUCtQAGAGxAQokFmQUCOAVoBXgFA6sEuwQCpAK0AgKGAZYBAjcBZwF3AQNKA1oDAgQEBQMCAgEDBgYDAAADAwcCBH8DjwOfAwMDBgAvxV3NMgERMxkvMxgvETMvGRDFMhgvGRDFMhgvMTAAXQFdXV1dXV0BEwcLAScTAUPCSqGhSsICtf6sJgEa%2FuYmAVQAAAAAAf%2F8%2F0cB8P%2BWAAMAGEAKAQEFAAAEAIcCSwA%2F7QERMy8RMy8xMAchFSEEAfT%2BDGpPAAAAAAEAPQJEAPkDCAADADeyAgEAuP%2FAQAkREgBMAAMEAwC4%2F8CzEgBNALj%2FwLUNAE0AAQIAL83dKyvNARDeGcUrGN0ZxTEwExcHJ3mAL40DCJoqiQAAAAIAK%2F%2F1AcACFQAOADUA2EALIQgKAE0sCBEATSK4%2F%2BCzCABNErj%2F4EAXCABNCggRAE0DKQgSAE0pfxRACAkBTBS4%2F%2FhAEQoATRQ4CAkATBSqNx83ATIzuP%2FAQA4KDABMMwyCH0AICQFMH7j%2F6LMSAE0fuP%2FwQBoRAE0fUAkKAEwfQAgATR82KSSIBAdAEgFNB7j%2FwEAKCAFNB0AREgBMB7j%2FwEASCABNBwcPAwCIFRpRMi%2BIMw9QAD8z7TI%2FM%2B0yEjkvKysrKzPtMgEQ1isrKysr7cQrMl0Q9isrK%2F0rwDEwACsrKysBKyUyNjc1LgEjIg4CFRQWEzIeAhURDgMjIi4CNTQ%2BAjMyHgIXNTQuAiMiBgcnPgEBACEzEQotIBUvJxpALzhNLxQMKzY%2FHyxKNh4jPFAsDh4bFAQKGi0kLkURCxJUQwMEmwUHBhMhGzInAdIdNUks%2FrsCBwYFEidALSs%2BJhIDBQQBGhctIxUNB00IDwAAAAIAUP%2F0AhoDCAASACEAiLUbIA0ATRi4%2F%2BBAKw0ATRkIDgBNGYIIEBIATQgIDgBNCBALDQBMCKsjEgAhfxCqIhJOExaIEA24%2F%2Fi0ERIATA24%2F%2FC1DgBNDVEhuP%2FgtxESAEwhHogAuP%2FgQAwREgBMAAMIDgBNA1AAPyszK%2B0yKz8rKzPtMj8BEPbtMjIQ9isrK%2B0rMTAAKysTPgEzMh4CFRQOAiMiJicRNxEeATMyNjU0LgIjIgYHrRFFLThXPB8lRGA8QWQgXQ4zJktaECQ5KCZAEQHxCxgoSGQ8P2VGJhIJAukQ%2FUkEB2NbKEYzHRoOAAEAM%2F%2F0Ab0CFQAhALe5ABf%2F8LMNAE0SuP%2Fwsw0ATQe4%2F%2FCzDQBNA7j%2F8EAKDQBNAggQAE0NHbj%2FwEAQDBZIHSM%2FI08jAiNADxZIFLj%2F%2BEAMDQBNFIIFQAgJAUwFuP%2FwQCMOAE0FQAgJAEwFqyIOEQgNAE0REAwATRGIDQoIDgBNClAcGbj%2F%2BLMNAE0ZuP%2FwtgwATRmIHQC4%2F%2Fi0DgBNAFEAPysy7SsrMj8rM%2B0rKzIBEPYrKyvtKytdENYrxjEwKysrKysFIi4CNTQ%2BAjMyFhcHLgEjIgYVFB4CMzI2NxcOAwEyP19BICNAXTkjRiAVFTcfTlMTKUAuJTwRDQgeJisMKEhjPDxkSSkMDU8KDGJeKkYyGw4ITgUJBwUAAgAz%2F%2FQB%2FQMIAA4AIQCtuQAX%2F%2FCzDQBNCrj%2F2LMNAE0KuP%2F4tAsMAEwFuP%2FgQBYNAE0OIX8QQAgJAUwQQAgJAEwQqiMIuP%2FwQAwOAE0IghlACAkBTBm4%2F%2FC0ERIATBm4%2F%2FBADQ4ATRlACAkATBmrIgC4%2F%2BC3ERIATAADiCG4%2F%2BBACRESAEwhHlAOC7j%2F8EAKEgBNC4gRFFEQTgA%2FPzPtKzI%2FMyvtMisBEPYrKysr7SsQ9isr%2FcAxMCsrKysBLgEjIg4CFRQWMzI2NxE3EQ4BIyIuAjU0PgIzMhYXAaARQCYoOSQQWksmMw5dIGRBPGBEJR88VzgtRREBmg4aHTNGKFtjBwQCpxD9BwkSJkZlPzxkSCgYCwAAAAIAM%2F%2F0AfkCFQAaACMA7LkAIf%2Fwsw0ATRm4%2F%2FCzDQBNGLj%2F4LMNAE0OuP%2FYsw0ATQe4%2F%2FBACQgATRgQDwBNB7j%2FwLQPEABMBrj%2F%2BEAVDwBNEl8TbxMCExuCCKslTyVvJQIjuP%2F4tQ4ATSOCDLj%2F%2BEAMDgBNDIIAQAgJAUwAuP%2F4sw4ATQC4%2F%2FBADgwATQBACAkATACrJBIPuP%2FwQAkNAE0PiBYjhwu4%2F8BACRMUAEwLCwUTFrj%2F%2BEATDgBNFlEeCA4ATR4QDQBNHogFUAA%2F7SsrPyszEjkvK%2B0Q7SsyARD2KysrK%2B0r7StdEPbtxF0yMTAAKysrASsrKysrEzQ%2BAjMyFhUcAQchHgEzMjY3Fw4BIyIuAiU2JiMiDgIHMyhCVi1pcAH%2BnAZSVzFDEQ0RVTZEY0AfAWUBQTkgMSITAwEDRWdEIoOGBhMIUVQRCE4JFClIY24%2FURkoNBsAAAEAUAAAAYsDCAATAERAIQQTAQgHEgEMAxUKDn8QqhQPSg2HC0kEBwgPEABMB4gDALj%2F%2BLQRAE0ATwA%2FKzLtKzI%2F7T8BEPbtMhDWxjEwAF1eXQEyFhcHLgEjIgYdATMVIxEjETQ2ARspOwwRDCwgQTTIyF1iAwgMBVAGC0c8LU7%2BRgI3ZG0AAAACADP%2FRAHyAhMAHgAtAOq5ACj%2F4LMNAE0nuP%2Fwsw0ATSO4%2F9izDQBNErj%2F8LMQAE0SuP%2FoswgATQu4%2F%2FCzDQBNCrj%2F8EAZDQBNAB4tfxBACAkBTBBACAkATBCqLxgXJbj%2F%2BLMOAE0luP%2FwswwATSW4%2F%2FhADAsATSWCCEAICQFMCLj%2F8LQREgBMCLj%2F6EAVDgBNCEAJAE0ISAgATQirLhgbiBcUuP%2FwQCEODwBMFFIfIogQDVAtIBESAEwtKogAIBESAEwADwMBCAMAL15dMyvtMis%2FM%2B0yPysz7TIBEPYrKysrK%2B0rKyvEMhD2Kyv9xDIxMCsrKysrKyslDgEjIi4CNTQ%2BAjMyFhcRFAYjIiYnNx4BMzI2NQMuASMiBhUUHgIzMjY3AZYMRS4vUz4kIkFeO0FhIXx%2BMVcgERxRLFNJAQ4vKEtRFyczGyU%2BEjQIGR4%2FXkE5X0UnEwj%2BMHhsEAtRCxFCSAGYBAdiUS1AKhQVDgAAAAABAFAAAAH0AwgAGQBuuQAJ%2F%2FC2CABNSxABCbj%2F%2BLQPEABMCLj%2F%2BEAsEABNDX8LQAgJAUwLQAgJAEwLqht%2FG%2B8bAk8bvxsCAhh%2FAKoaGUoMShgTiAa4%2F%2Fi2DwBNBlACTgA%2FPyvtMj8%2FARD27TJdcRD2KyvtMTAAKytdASszETcRPgEzMh4CFREjETQuAiMiDgIHEVBdGjsdPlIxFF0NHjIlDyAdFwUC%2BBD%2B9goLIz9YNf7cARAwRCoTBAUGAv5QAAACAEIAAAC6AuAAAwAPADNAEAAREBECCBGqDQN%2FBwGqEAS4%2F8BACwwSSASJClMCSQBKAD8%2FP%2B0rARD2Mv0y5l5dMTAzIxEzJyImNTQ2MzIWFRQGrV1dLxkjIxkZIyMCCF4hHBwhIRwcIQAAAAAC%2F7z%2FRQC6AuAADwAbAE%2B5AA7%2F6LQJCgBMDrj%2F2EAUCABNAB0QHQIIHaoZDH8TAwqqHBC4%2F8BADwwSSBCJFlMLSQQHiAMAUgA%2FMu0yPz%2FtKwEQ9sQz%2FTLmXl0xMCsrByImJzceATMyNjURMxEUBhMiJjU0NjMyFhUUBgUMJg0MChoLMCldWywZIyMZGSMjuwYFTAMEOzkB%2F%2F4CZGEDISEcHCEhHBwhAAABAFAAAAH8AwgAGgD%2FQBUVCBUATQkYEABNBggYAE0LEA8ATQu4%2F%2FBAGAwATQsQCwBNCggLAE0JEBgATQgIDwBNArj%2F8LMZAE0GuP%2FgtBQYAUwGuP%2FgtAgBTQYVuP%2FgsxsBTRW4%2F%2FBAGxQVAUwVCA4ATQAgGwFNACAWGAFMABAUFQFMALj%2F4EAbDwBNFQAWAH8QFRQQFQAQFhAIAU0WBRAIAU0FuP%2FgsxIATQW4%2F8BAIg0QSAUcEAx%2FDqobFkkQEAsMAEwQEAYVSQ9ODUoMSgZKBUoAPz8%2FPz8%2FEjkvKz8BEPb9wBDWKysrxisQAMGHBSuHfcQBKysrKysrKzIrKzEwACsrKysrKysBKysrAR4DFyMuAycVIxE3ET4DNzMOAwEMHkNBOhRtFTc8PhxdXRg6ODISbRc2OjsBHhdET1EjI0lDOBP6AvgQ%2FiYYOjw3FRk8PT0AAQBO%2F%2FYA%2BQMIAAsAPUATASAMAE0AEAgSAUwBIAgLAEwNC7j%2FwEAQCAxIC4AFfwOqDAVOC4gAUQA%2F7T8BEPb9Gt4rxjEwACsBKysXLgE1ETcRFB4CF%2BxWSF0IEh4WCgJGSgJwEP2PFx4SCQMAAQBQAAADEwITAC0BIUARIyANAE0aEBESAEwVIA0ATQ64%2F%2FC0ERIATA64%2F%2BCzEABNDrj%2F0LMPAE0NuP%2FwtBESAEwNuP%2FosxAATQ24%2F9izDwBNDbj%2F4LMIAE0MuP%2FwQBQQAE0JEBIATQkIEQBNCBAQEgBMBrj%2F%2BLMPAE0FuP%2FgtBESAEwFuP%2FosxAATQW4%2F9CzDwBNBLj%2F6LMQAE0vuP%2FAtAgJAUwvuP%2FAQDcJAE0vqhJ%2FEEAcAE0PEAEQBiB%2FG08eAQ8eAQgeK38tqi4sSh9KEUorJiYbEBAATRsYiAsAAwMGuP%2FwtAgATQYLuP%2F4tQkKAEwLUAA%2FKzMrMy8zEO0yKzIvMz8%2FPwEQ9u3cXl1xMv053F0r7eYrKzEwACsrKysrKysrKysrKysrKysrKysTPgEzMhYXPgMzMh4CFREjETQuAiMiBgceARURIxE0LgIjIg4CBxEjUCBpRTJEFwceLDYfPEwrD10JGSsiLz0LCAhdChkrIQ4gHRgEXQH5CBIbGgUSEQ0jQFg0%2FtwBEC5CLBUZCho%2BIv7cARAuQiwVAgMEAf5JAAAAAAEAUAAAAfQCEwAXAG65AAb%2F8EAOCABNDggNAE0NIA0ATQa4%2F%2FCzEABNBrj%2F%2BLMPAE0FuP%2FoQB8QAE0Kfw8IHwgCCAiqGb8ZARV%2FF6oYFkoJShUQiAADuP%2F4tA8ATQNQAD8rM%2B0yPz8BEPbtXRD2Xl3tMTAAKysrKysBKxM%2BATMyHgIVESMRNC4CIyIOAgcRI1AgakU%2BUjEUXQ0eMiUPIB0XBV0B%2BQgSIz9YNf7cARAwRCoTAgMEAf5JAAAAAgAz%2F%2FMCGwIVABMAHwCBuQAf%2F9izDQBNG7j%2F2EAbDQBNGSgNAE0VKA0ATRQQDgBNFIIAqyF%2FIQEauP%2FwQCMOAE0aggpACAkBTApACAkATAqrIBcIEgBNFwgOAE0XiA9QHbj%2F%2BLMSAE0duP%2F4tg4ATR2IBVEAP%2B0rKz%2FtKysBEPYrK%2B0rXRD27SsxMAArKysrARQOAiMiLgI1ND4CMzIeAgc0JiMiBhUUFjMyNgIbJEFaNTVaQSQkQVo1NVpBJGFPRERPT0RETwEEPmRIJydIZD49ZUgnJ0hlPVhnZ1hYZ2cAAAAAAgBQ%2F0cCGgITAA4AIQB6QFgNEA0ATQwgDQBNAhgSAE0CMA0ATQAQEQBNABgOAE0Afw8IEwBNDxASAE0PCA4ATQ8QCwwATA%2BrIwYXfxmqIgYDiBodUBhLByAREgBMBwqIFyAREgBMFxRRAD8zK%2B0yKz8%2FM%2B0yARD27TIQ9isrKyvtKysxMCsrKysBNCYjIgYHER4BMzI%2BAjcUDgIjIiYnFSMRPgEzMh4CAblaSyovDhFAJig5JBBhHzxXOC1FEV0hY0E8YEQlAQNbYgYE%2FrgOGh0zRSg7ZEgoGAvQArEIEyZGZQAAAgAz%2F0cB%2FQITAA4AIQC5uQAR%2F%2FCzDQBNDbj%2F8LMSAE0NuP%2Fgsw0ATQO4%2F%2FBAFw0ATRkZCH8XQAgJAUwXQAgJAEwXqiMAuP%2F4QAwOAE0Agg9ACAkBTA%2B4%2F%2BizEgBND7j%2F8EAUDgBND0AICQBMD6siCCAREgBMCAW4%2F%2FBAJg0ATQWIGiAREgBMGh1RGEsJDBARAE0MCA4ATQwQCw0ATAyIFxRQAD8z7SsrKzI%2FPzMr7SsyKwEQ9isrKyvtKxD2KyvtMi8xMCsrKysTFB4CMzI2NxEuASMiBgc0PgIzMhYXESM1DgEjIi4ClBAkOSgmQBEOLypLWmElRGA8QWMhXRFFLThXPB8BAyhFMx0aDgFIBAZiWz9lRiYTCP1P0AsYKEhkAAAAAAEAUAAAAXgCEwARACVAEgYFEwx%2FDqoSDUoMBgmIDwUAUAA%2FMjLtMjI%2FARD27RDGMjEwATIeAhcHLgEjIgYHESMRPgEBEAwfHhkGEAszKBozCF0hYgITAwUFAlEECwsC%2FksB8gwVAAAAAQAo%2F%2FQBlwIVAC0BOrkAJf%2FYswkATSW4%2F8hAEwgATQwwCQBNDEAIAE0JGBIATSu4%2F%2FBADxMATSYYCgwATCUIDgBNIrj%2F%2BLMSAE0iuP%2FgsxEATSK4%2F%2FhACQ8ATSEIFABNIbj%2F8LMSAE0huP%2FwswoATQ24%2F%2Bi0CwwATA24%2F%2BBADgoATQkQEQBNCBgKAE0GuP%2F4QEITAE0GCBIATQYIDxAATAUIDwBNBRALDABMCAUhHggeIX8FCBQFCCEFHgUaA3%2BfEwETJKsvPy8BGn8LKi4eCBUATR64%2F%2Fi2EABNBR4OK7j%2F8LMVAE0ruP%2F4QBQUAE0rAIgqJ1EUF4gTDggTAE0OUAA%2FKzPtMj8z7TIrKxI5OSsrARDe1u1dEPbEXe0ROTkQwYcEKxABwYcEfRDEMTAAKysrKysrKysrKysrKysrKysrASsrKysrNzI2NTQmJy4DNTQ2MzIeAhcHLgEjIgYVFB4CFx4DFRQGIyImJzceAck5NzY%2BHjcoGGZYFiwmHQgRD0AtJzoNGygcJTopFmtjRU4OERBGQx4hIigZDBkiMCNFUQUHCANQCBEfIREaFRIKDhskMyVIShcGUAYYAAAAAAEASv%2F1AYACqQAXAF5ADx8ZLxk%2FGQMTIAgATQwCDbj%2FwEAQDRhIDRlPGQEDF38VqhgMCbj%2F%2BEAZERIATAmIDRAICgsATBAQCQBNEFEXAocASQA%2F7c0%2FKysz7SsyARD27TJdENYrxjMxMCtdEzMVIxUUHgIzMjY3Fw4BIyIuAjURN6fFxQwYJBgqMwoSDkYtNUUqEV0CCE7wJzMdDBMETQcVGzZPNAHQEAAAAAABAEr%2F9QHuAggAFQBQQCEGGAgATVQMARN%2FDxUfFQIIFaoXvxcBCn8IqhYUSQlJEw64%2F%2FBADw0OAEwOiAADEA8QAEwDUQA%2FKzPtKzI%2FPwEQ9u1dEPZeXe0xMABdASslDgEjIi4CNREzERQWMzI%2BAjcRMwHuIGlFPFIyFl08Rw8gHBcFXQ8IEiNAVzUBJP7wX1ICAwMCAbcAAAEAEAAAAeYCCAASALu2DwgPEABMC7j%2F%2BEAPDxAATAYICgBNBhAJAE0BuP%2F4twkKAEyQDQENuP%2FAszxCSA24%2F8CzJi1IDbj%2F4EBKExZIDRINCBJ%2FAAMUAAADDQgHBA0ECH8HBBQHBwQUnwCvAAIAABAAAgADf58ErwQCAAQQBAIEDwcfBwIIBxMSSQhJB0kESgNKAEkAPz8%2FPz8%2FARDWXl3VXV391V1dxocQKxAAwYcFfRDEhxgQKwh9EMQAKysrcjEwASsrKysrAQYCByMmAiczHgMXPgM3AeYnaTFUMWknZAwhJSYRESYlIQwCCJL%2B9GpqAQySMW9tZigoZm1vMQABABIAAAL3AggAJAPKQAlAJgEdCBAATRa4%2F%2FCzEAFNFbj%2F%2BLMSAE0LuP%2F4sxcATQW4%2F%2FizEgBNBbj%2F8EATEQBNBSgIAE0BCBEATSMYDwBNGbj%2F8EAJEABNCBgPAE0kuP%2FwswkBTSS4%2F%2FC0ExUATCS4%2F%2Bi0DQ4ATCS4%2F%2BhACgkATUAkATQkASS4%2F8CzJipIJLj%2F4EAOICVIciQBQCRQJGAkAyS4%2F%2BBADxMXSCQgGyB%2FISQUISQmIbj%2FwLMOAU0huP%2FAtQ4ATSEbALj%2F6LMOAU0AuP%2FwQEoNAU0AIAoBTQAQExUATAAgDwBNABAKAE1bAAEAICgrSP0AAesAAdkAAbsAAZoAAYsAAX0AAV8AbwACSgABuwDLANsAAxYQEgFNFrj%2F8EAODwFNFigOAU0WGA0BTRa4%2F%2FBADwoBTRYgFhcATBYQFQBNFrj%2F%2BLMUAE0WuP%2FwQAkTAE0WGBIATRa4%2F%2FBADg8ATRYgDgBNFhgNAE0WuP%2FwQIYKAE02FgEEFgH2FgHkFgGXFrcWAnYWAWQWAVIWAUYWAfkWAbYWAQAWGxZ%2FAwAUAwA%2FG08bAn8b7xsCGwMHCA4BTQcYCQFNBxATFQBMBxAOAE0HGA0ATQcYCQBNTwcBOwcBB0AmKkgHICAlSH0HAU8HXwdvBwMHIBMXSAcLEAt%2FCgcUCgoHBrj%2F6LMOAU0GuP%2F4QAkJAU0GGBkATQa4%2F%2BC0FRYATAa4%2F%2FC0EhQATAa4%2F%2BCzDgBNBrj%2F6LYNAE1UBgEGuP%2FgQBInK0jWBgGEBgF2BgFEBmQGAga4%2F%2BBAExMXSBUQEgFNFRAOAU0VCA0BTRW4%2F%2FCzCgFNFbj%2F4ECmGQBNFRgWAE0VIBUATRUQExQATBUgDgBNFSAJAE02FQELFQH5FQG0FcQVApYVAWcVAVYVAUoVAfkVAcsV2xXrFQO5FQEGFRAVfwMGFAMGPwNPA18DvwPPAwV%2FA48D7wMDA0AQ0BACYBDwEAIQQAoBDwofCgIICiUkSiFJIEkWSRsQJBABZBB0EAIrAwGcAwGNAwFrA3sDAhADBhVJC0kKSQdKBkoASgA%2FPz8%2FPz8SOTldXV1xXXERMz8%2FPz8BENZeXXEZ1V1xGNVdcYcrh33EAV1dXXFxcXFxcXJyKysrKysrKysrKytxcXFxK3IrKysrKysrhxgQK4d9xAErcXErK3JyKysrKysrGBDFXXGHK4d9xAFdXXFxcXFxcXFycisrKysrKysrKysrKysrXXFxcXFxcXFxcStyKysrKysrGRDVKysYxocrh33EAStxcSsrcnIrKysrMTAAKysrASsrKysrKysrcSEuAScOAQcjJgInMx4DFz4DNzMeAxc%2BAzczBgIHAfkcPxoaPhxRLlgnZAocHyIPESEeGwpNCRoeIREPISAcCmAnWC5IuWRkuUhnAQiZL25uZiYvaWtnLS1na2kvJmZubi%2BZ%2FvhnAAAAAAEAEAAAAe0CCAAXAKlAJEYUARQTChAXERILEBdJDgEOEgsPAAkTCgUTCg8AChAMEgFMErj%2F8EAUDBIBTAoSCxJ%2FEwoUEwoTFwEPAAC4%2F%2FBAMAwSAUwQEAwSAUwAEBcQfw8AFA8PABcZDw8LHwsCCAsYF0oTSRJJEEkPSQtKCkoASgA%2FPz8%2FPz8%2FPwEQ1l5dxhDGhxArh33EASsrhw7EARgQ1ocrh33EASsrD4cOxA8BcQ8PcTEwIS4DJw4DByM%2BATcnMxc3MwceARcBhwsgJigTEyglIAtgI2EwrGl8fWOoMGUjFjY5OBkZOTk2FUSNQPe2tvFBkUUAAQAC%2F0QB3wIIACAA9bkAGf%2F4sw8ATRm4%2F%2Bi2DgBNBBgBFbj%2F%2BECIDQBNBw8BBwgQAE0HEA8ATQkHAQUIDQBNACAJFhUUExcTEBIXExIFFwUSfxMXFBMXIhNAERIATBNADQBNEwgMAE0TQAkATRMMDQ8KDwgHBgkGICYBTQYgJypIBgoPCn8JBhQJBgUPDwkfCQIICSHQD%2BAP8A8DDwYFAxIAA4ggG1ITSRJJCkkJSQA%2FPz8%2FPzPtMhIXOXEBENZeXRnFMocYK4d9xAErK4cOxMQQhw7ExAEZ1SsrKysYxocrEADBhwV9EMQQDsQQhw7ExMQBGBDGMjEwK10rK10rXSsrFx4BMzI2NyYCJzMeAxc%2BATczBgIHDgMjIi4CJxMLIxE3Phk%2FbSRkCx8mLBgmOBlgJFgzFCs0QSkLGBcTBGEFCTE3eAENii1obm4zac5tk%2F7xdi1BKhQDBQYCAAAAAAEAJAAAAbECCAARAEFAJQUOCQ5%2FAAUUAAUADwYfBgIGEwATAQgPCRIOAA%2BHEEkJBQaHB0oAP%2F3BxT%2F9xcEBEN7GXl0Q3l3WhyuHfcQxMAEOAwchFSE1PgM3ITUhAakVRU9PHgEe%2FnMYRk1JG%2F7%2FAXcBwhdUZnAzTj4samldIE4AAQAo%2F0cBRQMPACgAWkALCSABCQgBCA0bERe4%2F%2FBAKAgNSBd%2FiSiZKAJiKHIoAigGoCIBIhAIDUgiKSiIAAAUFAsbiB0NiAsAL%2B0v7RI5GS8zGC%2FtARDeK10yzl1d%2FSsyzjIxMF5dXRMyPgI9ATQ%2BAjsBFSIGHQEUBgceAR0BFBYzFSMiLgI9ATQuAiMoGCIXCxIsSTYEOTEjICAjMTkENkksEgsXIhgBTxEbIxK0KUArF0kpOppCSBQUSEKaOilJFixAKbQSIxsRAAAAAQBg%2F0cAtwMPAAMAFLcBrgMDBQQCAAAvLwEREjkv7TEwEzMRI2BXVwMP%2FDgAAAAAAQAI%2F0cBJQMPACgAXkAkZyABBiABBggBCBsNFxAQCA1IEH8ihgCWAAJtAH0AAgCvBQEFuP%2FwQBIIDUgFKgCIKCgUFAsbiB0NiAsAL%2B0v7RI5GS8zGC%2FtARDeK13OXV0z%2FSsyzjIxMF5dXV0BIg4CHQEUDgIrATUyNj0BNDY3LgE9ATQmIzUzMh4CHQEUHgIzASUYIhcLEixJNgQ5MSMgICMxOQQ2SSwSCxciGAEHERsjErQpQCwWSSk6mkJIFBRIQpo6KUkXK0AptBIjGxEAAAEAKgDZAggBfgAhAFhAOqYYAQkUAXkIiQgCqQcBBAMBCCGvUABwAJAAAwQAFAAkAAMAEK8JERkRKREDEREiACEWrwsREByvBQsAL9ztxDIQ%2FcQyAREzL13t1F1d7TEwXl1dXV1dAQ4DIyImJy4BIyIOAgcnPgMzMhYXHgEzMj4CNwIIBBEgMSMeMxcbMhwQFhAKBEAEEh8xIx4zFxsyHBAWEAoEAWUUMCsdGA4QHw8XGw0SEzErHRgOEB8PFxsNAAEALf%2FzAicCwgAzAMVAeZknAVgmARoZERAZEBkQLgcGISI1MypHGwEbGBIPpxUBFX8xKygApi4BmC4BBi4WLkYuhi4ELjSbIashAiEeiCUAAA8BCA%2BFETExERsoKCsYhRoRGhEaA4simyICIpclASVRhAeUBwIHCoiTBgGEBgEGmAMBDwMBA1QAP11dM11d7TJdP10zXRI5OS8vEO0yMy8zETMvEO1eXTIQ7TJdARDcXV1dMjIyMu1dMjIyMl3OMhDWMsYyEjk5Ly8RMxEzMTBdXRM%2BATMyFhcHLgEjIg4CBzMHIwYUFRwBFzMHIx4BMzI2NxcOASMiJicjNTMmNDU8ATcjNYkXiGosOh0UGDkeJjkpGgfpDuUBAdEOuxFZQyo9GBQRVDN1gBNaUgEBUgHYdXULCVAJCxYoOSNIDRoODRgLSFlGEAtPCRR%2FcUgLGA0OGg1IAAAAAQAh%2F4IArwByAA0ANLkABv%2FgQBoIC0gGAAOCDQcKCg4PPw1PDQINBxAGIAYCBgAvXTMvXQEREjkvzjPtMjIrMTA3HAEHDgEHJz4BNTQmJ68BBCYbSBUVAQFyCxUKNGYsFyxaJwoXC%2F%2F%2FACH%2FggFlAHIAJgBjAAAABwBjALYAAAABADQCRgFEAwEABQAuQBhQBQEFBV8BAQEBAwMGfwOPA58DAwMAAgQALzPdzV0BETMZLzIYL10yL10xMBMXBycHJ7yIJ2FhJwMBjyxYWCwAAAEAHgA%2FAPsB%2BQAFACu0BAIFAQO4%2F8BADA4SSAMABgQFAgEAAwAZLzPNMs0yARgQ1sUr1TLFMjEwEzcXBxcHHpxBb29BARzdI7q6IwACADr%2F%2BQO8ArwAEgAtAG9ASCMncwoKGCYiKS8HABcAAgB2eBiYGKgYA2YYARguCih5KiR5JiYgKkILInkgQQgOGA5YDmgOBA58HUUHBRcFVwVnBQQIBXwTRgA%2F7V5dP%2B1dP%2B0yPxI5L%2B0Q7TIBEN5dXe1dENbGxhI5L%2B0yMTATFB4CMzI2NzY3ES4BIyIOAgEiLgI1ND4CMzIWFyEVIRUhFSEVIRUhDgGhJkdmPxchCwwJFiwWP2ZHJgESUYplOTplilEXOBkBh%2F7JARP%2B7QFQ%2FmAZOQFbQGRFJQEBAQICEQMCJUVk%2Fl8sWIVZWYRYLAQDUdFP81EDBAAAAAABADwCCADKAvgADQBLuQAI%2F%2FCzEgBNCLj%2F%2BEAmEQBNBwY6BgELBhsGKwYDCAYAgg0KD0ANAQ0HkAYBLwY%2FBm8GAwYAL11dMy9dARDeMu0yXl1dETMxMCsrEzwBNz4BNxcOARUUFhc8AQQmG0gVFQEBAggLFQo0ZiwXLFonChcLAAEAIQH%2BAK8C7gANAClAFwYHDQCCCg6QDQEvDT8Nbw0DDQdABgEGAC9dMy9dXQEQ1O0zzjIxMBMcAQcOAQcnPgE1NCYnrwEEJhtIFRUBAQLuCxUKNGUtFy1ZJwoXCwAA%2F%2F8APAIIAYAC%2BAAmAGgAAAAHAGgAtgAA%2F%2F8AIQH%2BAWUC7gAmAGkAAAAHAGkAtgAAAAEANADiATQB4AATABO2CgAAFRQPBQAvzQEREjkvzTEwARQOAiMiLgI1ND4CMzIeAgE0EiEvHh4vIRISIS8eHi8hEgFhGi4iFRUiLhoZLyIVFSIvAAH%2F%2FgEEAfIBUwADABG1AQUDBAACAC%2FNARDGEMQxMAMhFSECAfT%2BDAFTTwAAAf%2F%2BAQQD5gFTAAMAE7UBBQMEAAIAL80BEMYQxDEwMTADIRUhAgPo%2FBgBU08AAAAAAQAXAmcBYALfAB0AVUA3aQd5B4kHAx0PAB8ALwADCAAODx4AHR2gC7ALwAsDCzQURBQCFK8avxrPGgMaBQ8ODjkFSQUCBQAvXTMvMxDdXdxdzV0zLzMBENYyzF5dMjEwAF0BDgMjIiYnLgEjIgYHJz4DMzIWFx4BMzI2NwFgBREaIxUUIxARGAsRHQgwBBIaIxUUIxARGAsRHQgCxwwgGxMOCAgIHBAYDCAbEw4ICAgcEAAAAQAoAD8BBQH5AAUAKEASAwEEAAJADhJIAgUHAwQBAAUCABkvM80yzTIBGBDezSvdMs0yMTA3JzcnNxdpQW9vQZw%2FI7q6I90AAwAz%2F%2FMDfQIVACcAMwA8AKBAaHcXhxcCJCUDE6c8ATxUHmQeAkYeAR6CKH8lAVkoaSgCJSglKAtpNAE0gncZhxkCGas%2BVi5mLgIugg8LAQgLqz08hR0dBhNnFgEWUDdJK1krAiuIEFAkISFGMVYxAjGIBlElA2gAAQBRAD9dMjI%2F7V0yETM%2F7V0yP10zEjkv7QEQ%2Fl5d7V0Q%2Fl3tXRI5OS8vXV0Q7V1dMl05OREzMTBdBSImJw4BIyIuAjU0PgIzMhYXPgEzMhYVFAYdASEeATMyNjcXDgEBNCYjIgYVFBYzMjYlNiYjIg4CBwK9T2kdIGI%2FNVpBJCRBWjU%2FYx8hZTZocQH%2BnAZTVjFDEQ0RVf7HT0RET09ERE8BYgFBOSAxIRQDDDozNjgnSGQ%2BPWVIJzszODaEhQgLBQlQVREITgkUARBYZ2dYWGdnij9RGSg0GwAAAAIAR%2F9HAM0CCAAJABUAI0AQEAQHfwoDCQkWFwMTDVAISwA%2FP93OARESOS8zxP0yxDEwNzQ2NzMeAR0BIwM0NjMyFhUUBiMiJlgMCToJDGQRJB8fJCQfHyQCVIlERIlUuwJ%2BGygoGxsoKAAAAAEAVv%2BTAeACtQAkAGxAQwcdfwYfQA8SSB8fAAsKGa8aARomkCYBVhEBEYIAJRlGFlYWAhaIIB4aCR0ZHQIdSgtJDlkOAg6ICgcFBggWCAIICFAAP15dM8Uz7V0yP10zxTPtXTIBEN7tXV0Q1l0yxjISOS8rM%2B0yMTATND4CNzUzFRYXBy4BIyIGFRQeAjMyNjcXDgEHFSM1LgNWGzFILVM6NBUVNx9OUxMpQC4lPBENDkQkUzBIMBkBIzFWRC4JkIsDFE0JDF5aKEMwGg4HTAgPAouQCS1DVgAAAAABADwAAAIHAsIAIgCVuQAf%2F%2BizDwBNH7j%2F8EBUDgBNFRAQAE0UCBAATRQICQBNCwgPAE0HFQEbGggBAREIJAcDInMNCggQEgBMChEwDwEPDwEPIxsdfBcQAHkCDg4AAhACAggCAgkaZxcBF0UHeQlCAD%2FtP10zEjkvXl0zLxDtMhDtMgEQ1l1d3cwrwP0yxRDGETkvEMYyMTAAXQErKysrKysTMxUjFRQGByEVIT4BPQEjNTM1ND4CMzIWFwcmIyIOAhX2vb0ICAEh%2FnYLEV1dHzlQMCw8HBc1PBssHxEBdUsIMm4yUEeNRw9LU0phORYQC1AZECZAMAAAAAACACwAbQIIAkkAHgAyAJJAYA80LzRPNAMIEgyHDAFlDHUMAgwTC6AfAR8PHAMdAogCmAICagJ6AgICrykBKQAzGhWIFZgVAmoVehUCFRsUFwQKCQWHBZcFAmUFdQUCBaAksCTAJAMkB68uvy7PLgMuFwAvzV3czV0zXV0RM84yEM4yM11dETMBEN7NXTNdXREzzjLczV3OMjNdXREzMTBeXRM0Nyc3FzYzMhc3FwceARUUBgcXBycGIyImJwcnNyYlNC4CIyIOAhUUHgIzMj4CWRxJOkovOzsuSzpKDg8PDko6SzA5HTYXSjpJHAE3EyArGBgrIBMTICsYGCsgEwFbPS1KOksdHUs6ShY1HyA0Fko6ShwODko6SS0%2BHC4hEREhLhwdLSERESEtAAABABEAAAIkArUAHgC1QG4AGBAYAhgcHg8SDwwScxMWFBMWBxYXFgIWHiBvE58TrxMDExkecwAPDAsIDwgMcwsIFAsLCAgIGAgCCA8GHwYCBgIEbwCfAK8AAwAPCx8LAggLHwMaeQIcHgYYeRYICBYWEx5CE0ESQQxBC0EAQgA%2FPz8%2FPz8SOS8zLxDtMhDeMu0yARDWXl3UXTLOMl0zXYcQKxAAwYcFfRDEARgQ%2FTLUXcYRM12HKwh9EMQBGBDOMl0xMDM1IzUzNSM1My4BJzMeARc%2BATczDgEHMxUjFTMVIxXtoqKiiDZhK2ckVC0sUSVlLGE2iaKiompHZkdYrVJOnEhInE5TrVdHZkdqAAAAAAIAYP9HALcDDwADAAcAHUANAQWuAwcHCQAIBFoCWQA%2FPxDGARI5L8DtMjEwNzMRIxEzESNgV1dXV8b%2BgQPI%2FoEAAAAAAgAr%2F5MBwgLFADsAUQELQLMlNgE3K6crAigXAagQAVdFARo3AQs3AaQ0AYYzAagyAagvAWUrARUYAQQYAakMAYgMAUpNgi0GgjUdHDgLATYqAQsqDqQyATcyATI3LQEtUz9CggA7DiOCFqoTARM4DgEOUh0dIIh3EwEGEwETP5gyAQkyAQgySpQqAXYqhioCayoBVioBiD8Bej8BbT8Bl0oBmQsBeguKCwJpCwFaCwELSj8qBJYcARwZU5k7ATs4iAADUQA%2FM%2B0yXT8zXRc5XV1dXV1dXV1dXV1dETNeXV0RM11d7TIvARDeXTJd1O0QxDLtMhDWXTJdXRE5OV1dxDLU7RDtMjEwAF1dXV1dXV1dXV1dXQFdXV1dFx4BMzI2NTQmJy4DNTQ%2BAjcuATU0NjMyFhcHLgEjIgYVFB4CFx4DFRQOAgceARUUBiMiJicTLgEnDgEVFB4CFx4BFz4BNTQuAkQeSDg4OTZAJEExHBEZIA8ZHWFYM1gaFRhFNCc5DBooHCRBMRwQGB8PHSRqYkNXGq8HDQcdJBcpOCEFCQUdJBcoNAENEiEkIycWDBwoOCgaLSUbCRQ0IkVRFAhNCRQhIRIZFRIJDBwoOCgZLCQdCRU4JUtNFQ0B4wIFAxMzHhojGxULAgMCEzIfGiMaFAAAAAACACMCaAFVAt4ACwAXACm5ABX%2FwEASDRJIFQ8DQA0SSAMJCRgSDAYAAC%2FNL80BETMvzSvezSsxMBMiJjU0NjMyFhUUBjMiJjU0NjMyFhUUBl0XIyMXFyMjpxcjIxcXIyMCaCEaGiEhGhohIRoaISEaGiEAAAMAQf%2FxAu0CxQATACcASQDbQJ43oEUBRbAUwBTQFAOZFAFoFAEUd1gAaAACAygAAQwAHAACAgBLvz7PPt8%2BA6Y%2BAT53jy0BLb8ezx7fHgOWHgFnHgEed1cKZwoCBgoWCiYKAwgKSsg4ATg7fTdwMgFhMgEyoBmwGcAZA4kZARl9Zw8BSA9YDwIZDwEPRURBfUV%2FKAFuKAEoryO%2FI88jA4YjASN9aAUBRwVXBQIWBQEFRgA%2FXV1d%2FV1d1l1dMu0yP11dXf1dXdZdXTLtMl0BEN5eXV39XV1d3l3tXV0Q1l9dXV9d%2FV1dXcZdMjEwARQOAiMiLgI1ND4CMzIeAgc0LgIjIg4CFRQeAjMyPgIFIi4CNTQ%2BAjMyHgIXBy4BIyIGFRQWMzI2NxcOAwLtOF58RER8Xjg4XnxERHxeOEkoR2M7O2NHKChHYzs7Y0co%2Fv8rRjMcHzRGJxorIBUEFww1IzNEPjwnMw4TBRciKwFbVYddMTFdh1VVh10xMV2HVUJtTioqTm1CQm1OKipObY0cNE0yMUw1HAgLCwM8BxNHRD5PEQc8AwsJBwACACYBSQFQAsIADgAxAJZAKkgfWB8CSBsBVxIBExIBBBIBA7AlwCXQJQMlk1cUZxQCJhQ2FEYUAxQzL7j%2FwEAVDRBIL78MzwzfDAMMlEkdWR1pHQMduP%2FAQCQIC0gdMi4rmg8lACIQIgIIIpoQByAH0AfgBwQHBw8AmhgvD2gAPzPU7RI5L13tXl0yEO0yARDeK13tXcQrENZdXf1dwDEwXV1dXV0TMjY3NS4BIyIOAhUUFhMyHgIdAQ4BIyIuAjU0PgIzMhYXNTQuAiMiBgcnPgHEFiwFCyIQESMcEi8iKTgjDxhSKSE3KBcaLDogDiIVBhIgGhc3FAoTPQGHAgJkAgIEDBUQHhkBOxQkMyDgBQkNHCwgHywbDAIDAw8eFw8GBz8FCgAA%2F%2F8AHgA%2FAcsB%2BQAmAGYAAAAHAGYA0AAAAAEANQA1Af8BigAFABxADACvAgQCBAcGBa8DAQAvL%2B0BERI5OS8v7TEwAREjESE1Af9Q%2FoYBiv6rAQZP%2F%2F8AGgEAAREBVwIWABAAAAAEAEH%2F8QLtAsUAEwAnAD0ASAFFQO5WNwE1N0U3AjU0RTRVNAPHDAHHBwHIAwF3NAEDKCi0QsRC1EIDQnc12Sv5KwIrODg9PZc1AWo1ASc1VzUCNbQUxBTUFAOYFAEUdygAWABoAAMMABwAAgIASiy%2FSM9I30gDSHXALgFZLmkumS4DQC4BKS4BLr8ezx7fHgOWHgEedwYKFgomClYKZgoFCApJ0D7gPgI%2BezggKzArAisrLUV9hjIBYTIBVTIBFjJGMgIyoBmwGcAZA4kZARl9Zw8BGQ9JD1kPAw9FPYktAW4tARktSS1ZLQMtryO%2FI88jA4YjASN9aAUBFgVGBVYFAwVGAD9dXf1dXc5dXV0yP11d%2FV1d3l1dXV3tEjkvXTPtXQEQ3l5d%2FV1d3l1dXV3tXTIQ1l9dXf1dXc5dXV0yfS8yETNdGBDtXTJ9LzEwAF9dAV1dXV1dXQEUDgIjIi4CNTQ%2BAjMyHgIHNC4CIyIOAhUUHgIzMj4CBy4BJyMVIxE%2BATMyFhUUBgceAxcnMzI2NTQmIyIGBwLtOF58RER8Xjg4XnxERHxeOEkoR2M7O2NHKChHYzs7Y0coqhc5FUNHGzwZVlonJAoaHBwL9SYtPDkoCxgLAVtVh10xMV2HVVWHXTExXYdVQm1OKipObUJCbU4qKk5thS1RGJYBhAYGQEElNw8MJCwwGNAZJyUdAQEAAAAAAQAuAn8BSgLHAAMAHkAPAQEAAASvAL8AAgAwAgECAC9dzV0BETMvMi8xMBMhFSEuARz%2B5ALHSAACABoB8gEyAwgAEwAfAGlASL8AzwDfAAMAlBS%2FGs8a3xoDGpQKwBQBDwoBCApACxBIFAoUCiEgzw8BD5rAFwFGFwE9FwEGFxYXJhcDF2jPHQEdmgUQCQ1IBQAvK%2B1dP11dXV3tXQEREjk5Ly8rXl1dEO1dEO1dMTABFA4CIyIuAjU0PgIzMh4CBzQmIyIGFRQWMzI2ATIXJjMcHDMmFxcmMxwcMyYXQyseHisrHh4rAn0gNCQTEyQ0ICA0JBMTJDQgIykpIyMpKQAAAAACADUAAAH%2FAmwACwAPAGBAOg0FAwevAQmvCwELD4AFkAUCHwUvBQJQDwEFCQ8PCQUDERAMrw5cBK8GBgpAAgECAK9PCAEIrwoBCl8AP13FXf3GXREzL%2B0%2F7QEREhc5Ly8vXV1dETNdEMDtMhEzMTATMzUzFTMVIxUjNSMRIRUhNb1Qvb1QvQHK%2FjYBo8nJT8nJ%2FvtPAAAAAAEAHgE7ATgCxQAhAF9AOxMgIyAzIAMTsmcAdwACVgABAAAJCLILCxscCRwJHCMiGxazHwizSQoBCrFmHHYchhwDVRwBHEYfAR9xAD9dM11d9F3tEO0yARESOTkvLxEzMy%2FtETMvXV3tMTAAXQEUDgIHDgEHMxUhJj4CNz4BNTQmIyIOAgcnPgEzMhYBKBMgKhgRIQO6%2FvYDDx0mFSIrIR0RHhgTBSQRRS1FQgJWFSgnJxUOIQ0%2FITMqIxIdMRgaGAkNDQQxEiM6AAAAAAEAIAEzATYCxQAtAGdAGhUkAQQkAQg3HGccAh8QsnYdAR0iCQkqA7IiuP%2FwQB8ID0giLxYXK2AqASouHwqzCAgaKwCzKiexFhOzFxpxAD8z7TL0Mu0yEjkv7TkBENZdMsYyENYr7RI5LxDUXe0zMTBdXl1dEzI2NTQuAisBNTMyPgI1NCYjIgYHJz4BMzIWFRQHHgEVFA4CIyImJzceAZA1KBIfKBUTGQ4fGRAlHRsuERkQQyJJPTcjKRIoPywfQBIPFjEBcSEaERgPBzkFDBUPGRUTCDcLFzsuMR8LMyMaKyESDgk8CA0AAAAAAQB%2FAkQBOwMIAAMAOEAOAQIDQBESAEwDAAUAQAO4%2F8CzEgBNA7j%2FwLYNAE0DgAIBAC%2FNGt0rKxrNARDeGcUrGN0ZxTEwAQcnNwE7jS%2BAAs2JKpoAAQBQ%2F0cB9AIIABgAOEAfC38JEhV%2FAH8XCRcJFxoZGEkWSxIwDRJIEgSID1EKSQA%2FP%2B0zKz8%2FARESOTkvLxDt7TIQ7TEwExEUFjMyPgI3ETMRDgEjIiYnHgEdASMRrT5FDyAcFwVdIGU8N0EUAwJcAgj%2B6l9MAgMDAgG3%2FgcIEhcWHDkfZwLBAAEAK%2F9HAiECvAAWADFAGxF1EwN1BRMFCQkFEwMYFxJDvwDPAAIADkUEQwA%2FP81dPwEREhc5Ly8vEO0Q7TEwASIGBxEjES4BNTQ%2BAjMyFhcRIxEuAQGCCBAGTm98LVR4SipgKU4OKgJvAQH82gG%2FC2hmN1I4HAcK%2FJwDIwIDAAD%2F%2FwA4AOMAvgFpAhcAEQAAAPAAAAABAEX%2FQwD%2BABQAHQAyQBkAGwOiERuhFQsLHhUVHx4ADKYPpggaaQhqAD8%2FEO3tMgEREjkvETkvEO0Q7REzMTAXHgEVFA4CIyImJzceATMyNTQmLwE%2BAzczDgHHHRoKGCgdGisNCwwbESQWFAcDDAwLA0AGEiUOISALGhYOCAU5BAYXCw8IAwobGhUFCyIAAAABADIBOwDuAr0ACgAuQBkAfwoBCgSyBgYMC4oHAXsHAQcKswAFsQNwAD%2Ft3u0yXV0BERI5L%2B3OXTIxMBM%2BATczESMRDgEHMiZKGzFGFjkUAm0NKRr%2BfgEmDhYGAAIAKwFIAZMCxAATAB8AWkA%2BvwDPAN8AAwCUFL8azxrfGgOWGqYaAhqUCrAUwBTQFAOZFKkUAgYUFhQCCQoZCgIIFAoUCiEgF5oPaB2aBWcAP%2B0%2F7QEREjk5Ly9eXV1dXRDtXV0Q7V0xMAEUDgIjIi4CNTQ%2BAjMyHgIHNCYjIgYVFBYzMjYBkxswQicnQjAbGzBCJydCMBtKNzMyODczMzcCBitGMhsbMkYrK0cxGxsxRys4Q0M4N0REAAD%2F%2FwAoAD8B1QH5ACYAcAAAAAcAcADQAAD%2F%2FwAyAAADUgK9ACYAiwAAACcA1QFrAAAABwDXAgP%2ByP%2F%2FADIAAAM7Ar0AJgCLAAAAJwDVAVYAAAAHAIQCA%2F7I%2F%2F8AIAAAA1ICxQAmAIUAAAAnANUBegAAAAcA1wID%2FsgAAgAc%2F0QBgQIIACEALQBhQD6HEAFmEAEKDgEIIoIoKBh%2FGxsOBXAGgAaQBgMGLwB%2FDkAJD0gOLhgrJVAFA4h5BokGmQYDBgkJGQkpCQMJUgA%2FXTNd7TI%2F3c4BENYr7RDGXTIROS%2FtMy%2FtXl0xMABdXRcUFjMyNxcOASMiLgI1ND4ENTwBJzMWFRQOBBM0NjMyFhUUBiMiJn43MUI%2FGiJVMDZILRMZJismGQFOBBchKCEXJSQfHyQkHx8kFyYxIkgSFhwsNxshNC8qLzQhBQkFFBMgNC0oKCoBxBsoKBsbKCgAAAD%2F%2FwAIAAACjwOkAiYAJAAAAQcAQwCWAJwAE7kAAv%2FnQAkcGgYRUAILG08rKzQAAAD%2F%2FwAIAAACjwOkAiYAJAAAAQcAhgCOAJwAEEALAh4bGQYRUAILGk8rKzQAAP%2F%2FAAgAAAKPA50CJgAkAAABBwBlAI8AnAAQQAsCAB4aBhFQAgsbTysrNAAA%2F%2F8ACAAAAo8DewImACQAAAEHAG8AkACcABBACwIAKBkGEVACCydPKys0AAD%2F%2FwAIAAACjwN6AiYAJAAAAQcAegCPAJwAF0AQAwIAGy0GEVADCyVPAgsZTysrKzQ0AAAAAAMACAAAAo8DRwAgACcAMwEiuQAa%2F%2FizDQBNCrj%2FwEATEx1ICi5AFBdILi4xFEATHUgUKLj%2FwEBSExdIKCgxMR4fICEiIyQdJBsaGRgXHBcdJB1zHBcUHBcdHAMEBQYHAgcAJyYlJAcBJAFzAgcUAgcBAiQkAhw1QDVwNaA1Aw81AQ8CHwICCAI0D7j%2F8LYPEkhXDwEPuP%2FoQC0IDUgPKzEgAHknQCGAIZAhA5IkAYMkAXokAVkkaSQCISQhJBwHBxcxQRxCAkIAPz8%2FxTIvETk5Ly9dXV1dXTPtMhDezStdKwEQxl5dXV0QxhE5GS8QAMGHBRgrh33EEA7ExAXExBCHDsTExMQQAMGHBRgrh33Ehw7ExMTEEIcOxMQFxMQOxMQBMxEzGC8rzSsRMy8rzSsxMCs3ByM%2BAzcuATU0PgIzMh4CFRQGBx4DFyMuAS8BLgEnDgEHEzQmIyIGFRQWMzI2rD9lJUI%2FPSETFhEcJRUVJRwRFhIhPj9CJmoRHhAcID8iIz8ftx8WFh8fFhYfsrJmsZ%2BQRw4qHBglGw4OGyUYGykOR5GfsWctWC1PV6NLS6JYAeAaHR0aGh0dAAIABgAAA4ICtQAVABoAg0BGEBESExQPFA0LGRYOFhQYCBJIFA4WDnMPFBQPDxQJFnMCBgYPFQQHHA8bAnkEGhl5CgsKBAoECggWAXkUQQ8PCA4OBnkIQgA%2F7TMvETMvP%2B0yEjk5Ly8RMxDtMhDtARDGENbGxhI5LzPtMocQK4d9xAErEIfExA7EEIcOxMTExDEwASEVIRUhFSEVITUhDgEHIz4DNyEFDgEHMwNp%2FtMBCf73AUb%2BWv7vGC8WaDltaGUyAb7%2BczVyPeQCZNFP81GyLFktbL%2BqmUdMSLZqAAAAAQA6%2F0MCUwLFAEABGEBMQkAMEkhkLgFTLgFCLgEjLjMuAhIuAQMuAVUqASMqMypDKgMSKgEDKgEIaAMBKQI5AgJqL3ovii8Dmi4BcyqDKpMqA2IqAUUqVSoCG7j%2F%2BEB%2BDxJIKj46PgI%2BNCw6OgUQDw8iI0IWGgEHGgEadmgFmAUCVwUBBalBMTg%2BKUoiWiJqIgMiBx8XH1cfZx8EH3xKI1ojaiMDIwBoJngmmCYDVyYBJkZFEFUQZRADEAgVGBVYFWgVBBV8hw%2BXDwJFD1UPZQ8DD4gKAWcKAVgKAQpFAD9dXV0zXV3tXTJdP11dMzNd7V0yXdbd3s0BEP5dXe1dXRDGMjIvMxE5L83Mzl0xMAArXV1dXV0BXV1eXV1dXV1dXV1dXSsFLgM1ND4CMzIeAhcHLgMjIg4CFRQeAjMyNjcXDgEHDgEHHgEVFA4CIyImJzceATMyNTQmLwE%2BAQFKPmRHJzVaeEQrRTMgBhwJIiszGjdYPiEdOlc6Q1gWGQ5rUgMFAh0aChgoHRorDQsMGxEkFhQHBA0LCDdbfU9Xh1wwDBAQBFAGDg4JJkhnQD5mSSgcC1ALHwIGCwUOISALGhYOCAU5BAYXCw8IAwwgAP%2F%2FAFYAAAIWA6QCJgAoAAABBwBDAIsAnAATuQAB%2F%2FJACQ8NAApQAQEOTysrNAAAAP%2F%2FAFYAAAIWA6QCJgAoAAABBwCGAH4AnAAQQAsBIw4MAApQAQENTysrNAAA%2F%2F8AVgAAAhYDnQImACgAAAEHAGUAbQCcABO5AAH%2F80AJEQ0AClABAQ5PKys0AAAA%2F%2F8AVgAAAhYDegImACgAAAEHAHoAbQCcABqxAgG4%2F%2FNADQ4gAApQAgEYTwEBDE8rKys0NP%2F%2FAA8AAADLA6QCJgAsAAABBwBD%2F9IAnAATuQAB%2F%2BhACQcFAAFQAQAGTysrNAAAAP%2F%2FAEQAAAEAA6QCJgAsAAABBwCG%2F8UAnAAQQAsBGgYEAAFQAQAFTysrNAAA%2F%2F%2F%2F%2FwAAAQ8DnQImACwAAAEHAGX%2FywCcABBACwEACQUAAVABAAZPKys0AAD%2F%2F%2F%2FuAAABIAN6AiYALAAAAQcAev%2FLAJwAF0AQAgEABhgAAVACABBPAQAETysrKzQ0AAAAAAIAE%2F%2F6ApwCvAAUACUAd0BNKRhpGHkYAxgYAQkYAQgYdpcAAVYAZgACDwABAKknACdwJ7AnAyMgHnMNCgioJgsfeQohIQUeGBsBG3wNVxABEEUjFxUBFXwIWAUBBUYAP10z7V0yP10z7V0yEjkvM%2B0yARD2zjP9zjNdEPZdXV3tXl1dXTEwARQOAiMiJicRIzUzET4BMzIeAgEyNjU0JiMiBgcVMxUjFR4BApw4Zo5VKmUpUFApZSpVjmY4%2FoeKiIiKKS0JgoIJLQFbWoVXKwcKATlLARwKBytXhf6ajX9%2FjQIB1UvyAQIAAAD%2F%2FwBWAAACggN7AiYAMQAAAQcAbwCxAJwAEEALAQAjFAkSUAEKIk8rKzQAAP%2F%2FADr%2F8QLQA6QCJgAyAAABBwBDANAAnAATuQAC%2F%2BhACSspAAlQAgQqTysrNAAAAP%2F%2FADr%2F8QLQA6QCJgAyAAABBwCGAMMAnAAQQAsCGSooAAlQAgQpTysrNAAA%2F%2F8AOv%2FxAtADnQImADIAAAEHAGUAyQCcABBACwIALSkACVACBCpPKys0AAD%2F%2FwA6%2F%2FEC0AN7AiYAMgAAAQcAbwDKAJwAEEALAgA3KAAJUAIENk8rKzQAAP%2F%2FADr%2F8QLQA3oCJgAyAAABBwB6AMkAnAAXQBADAgAqPAAJUAMENE8CBChPKysrNDQAAAAAAQBQAGEB5AH1AAsAiUBYC2AJsAkClgkBCQkBBZkDAQMDyQoBtgrGCgKWCgEKxgQBuQTJBAKZBAEEAQEMDQawCAGWCAEICAoCmQABAADJBwG2B8YHApYHAQcExgEBuQHJAQKZAQEBCgAZLzNdcXIzM11xcjMvXTIRMy9dcjMBERI5LzNdcXIzXXFyMy9dMxEzL11yMzEwJScHJzcnNxc3FwcXAaySkjiSkjiSkjiSkmGSkjiSkjiSkjiSkgADADr%2F3ALQAtoAGgAkAC8CbEAmRS5lLgI2LWYtAoksAXgeAWgdATkdASgdAUoYAWQXAWQWAWYVAQ%2B4%2F%2BC2EABNWQsBCrj%2F%2BEBUEABNRgqGCgJqCQFsCAEDIBAATXkumS4CWi0BWiwBZikBVSgBSCMBlh4BVh0BRR0BgxwBVBoBVxkBlhgBZRYBahUBWRQBmgoBagkBdwMBKRg5GAIHuP%2FwtAwNAEwHuP%2FoQBoLAE0YHR4HCBcIFxASAE0XGBEATRcQEABNF7j%2F4EAUDQBNFxYgBSUSFRAMAE0VGAsATS24%2F%2BizDQBNCrj%2F8EAKDABNFS4tCgkWCbj%2F8EAJEBIATAkFEggWuP%2FgQBoNAE0WCBYIACoQEQBNKggOAE0qEAoATSp2Dbj%2F%2BLMSAE0NuP%2F4QA8PAE0NQAkATQ2pMfAxARu4%2F%2FizDgBNG7j%2F8EALCgBNG3YACBIATQC4%2F%2FhAEREATQAIDwBNAEAIAE0AqTAduP%2Fwtw8QAEwdLi4luP%2F4sw4ATSW4%2F%2FizCgBNJbj%2F8LUJAE0lfBe4%2F%2FBAPRASAEwXFhgQCwBNGBUVEggSAE0SCA8ATRJGLRAPEABMLR4eIAgOAE0gCAoATSAQCQBNIHwJEBASAEwJCAq4%2F%2Bi2CwBNCgcHBbj%2F%2BLMSAE0FuP%2F4tA8ATQVFAD8rKzMRMyvGMivtKysrMhEzKz8rKzMRMyvGMivtKysrMhEzKwEQ9isrKyvtKytdEPYrKyvtKysrEjk5GS8vKxI5OTIrfYfExMTEASsrKysRMxEzETMrKysrEIfExMTEASsrXTEwAF1dXV1dXV1dXV1dXV1dXV1dXV0BK11dXStdK11dXV1dXV1dXV1dEzQ%2BAjMyFzcXBx4BFRQOAiMiJicHJzcuATcUFwEmIyIOAhMyPgI1NCYnARY6NVt5RGpSOz5AJy01WndDNV8pOj4%2BKC5mLAE%2FN081VTsg5TVUOyAWFP7CNQFbWYhbLjhNLlMtf1JZiFsuGxtLLlAtgFRtRgGdKydIZ%2F6sJ0hnPzVXI%2F5lKQD%2F%2FwBR%2F%2FECXwOkAiYAOAAAAQcAQwCjAJwAE7kAAf%2FoQAkbGQQSUAEGGk8rKzQAAAD%2F%2FwBR%2F%2FECXwOkAiYAOAAAAQcAhgCWAJwAEEALARkaGAQSUAEGGU8rKzQAAP%2F%2FAFH%2F8QJfA50CJgA4AAABBwBlAJwAnAAQQAsBAB0ZBBJQAQYaTysrNAAA%2F%2F8AUf%2FxAl8DegImADgAAAEHAHoAnACcABdAEAIBABosBBJQAgYkTwEGGE8rKys0NAAAAP%2F%2FAAYAAAJQA6QCJgA8AAABBwCGAGoAnAAQQAsBGhMRBAxQAQQSTysrNAAAAAIAVgAAAj0CtQAOAB4AUrkAF%2F%2Fosw4ATRS4%2F%2BhAIw4ATRV2Bg4PDxAbcx0GHQYdIB8QE3wLAHkaCxoLGhweQRxCAD8%2FEjk5Ly8Q7RDtMgEREjk5Ly8Q7TIyETMQ7TEwKys3MzI%2BAjU0LgIjKgEHNRU%2BATMgFRQOAisBFSMRt0kyUDceHzhOLxInExMpEwE3K1F0SU1h3g0gNiooNR8MAsRxAgHdPFM1GI4CtQABAFD%2F9AJHAwgARQDUQJKmRAEnRAEVRAGpMAGpLwGpLgErKAEcKAEGEwEGDwEHQwF4OAF3MAE5FAGFEAEGEhYSJhIDEoIjAIIzCIKoKwErGjl%2FO5gjAZgzAYAzAQ8zASMzOzszIwNHRngmmCaoJgMmEAsOSCaKpQ0Bhg2WDQILDQENDRWJNgFoNng2AjaIBkGmQQIIQU86ShuXIAEgiBoVUQA%2FM%2B1dMj8%2FXl3tXV0SOS9dXV3tK10BERIXOS8vL11dXV0Q%2Fc7eXe0Q7RDtXTEwAF1dXV1dAV1dXV1dXV1dXV0BFA4CBw4BFRQeAhceAxUUBiMiLgInNx4DMzI2NTQmJy4DNTQ2Nz4DNTQmIyIGFREjETQ%2BAjMyHgIB8g4VGQsXIA8YHQ8bLyMTYWYVKiQbBhAGGSEnFDIwLjkhKxgKLBkKFRILNDRDPV0cNlA0Nk4xFwJoGSchHAwZIRkPFhAOBw0eJzUlTlQGCQoDUQMKCgcsJScyGg8bHB4UKDYaChgZGg4sMUxD%2FdgCKjJSOiAYKzsA%2F%2F8AK%2F%2F1AcADCAImAEQAAAEGAENSAAATuQAC%2F%2FlACTk3HhNQAg84TysrNAD%2F%2FwAr%2F%2FUBwAMIAiYARAAAAQYAhkUAABBACwIrODYeE1ACDzdPKys0%2F%2F8AK%2F%2F1AcADAQImAEQAAAEGAGVLAAAQQAsCETs3HhNQAg84TysrNP%2F%2FACv%2F9QHAAt8CJgBEAAABBgBvTAAAEEALAhJFNh4TUAIPRE8rKzT%2F%2FwAr%2F%2FUBwALeAiYARAAAAQYAeksAABdAEAMCEThKHhNQAw9CTwIPNk8rKys0NAD%2F%2FwAr%2F%2FUBwAMLAiYARAAAAQYA1EsAAAy3AwIRPzYeE1ArNDQAAwAs%2F%2FQDJQIVADsATABVAQlArlZSAWM0AVQ0AXcrAaUlAQNICgF5AgGYGwEGEAEIAwEsDQECTYI5LZcnpycCiAMBZgMBVQMBRwMBBQMlAwInA5dVp1UCZlUBVUYyATKCF0I%2FF6dKAUqCIQ13LYctAgMbLQEbF3sXAjsNARwNAQIPDQEtFw0NFy0DV1YwVwFVhQ8xATExFxKIQgBFAUVFCFCIJ3cqAWgqAQcqAQgqUCAdiCEkUD88iAMIUTg1iDkAUQA%2FMu0yPzPtMj8z7TI%2FXl1dXTPtEjkvXTPtMjMvXe0BXRESFzkvLy9dX11dXV1fXRDE7V0RMzMQ7V0yXV05OV1dXV1dXRDE7V9dMTAAXV1dAV1dX11dXV1dBSImJw4DIyIuAjU0PgIzMh4CFzU0LgIjIgYHJz4BMzIWFz4BMzIWFRQGHQEhHgEzMjY3Fw4BJTI2Ny4BJy4BIyIOAhUUFiU2JiMiDgIHAmU5VSAKIS45IjJPOB4jPFAsDh4aFAQKGi0kLkURCxJTMEVRFCFaMWhxAf6cBlNWMUMRDRFV%2Fmo0PBAPEQELKiAVLycaQQH5AUE5IDEhFAMMGxoHEhELEihALSs%2BJhIDBQQBGhctIxUNB00IDy8qLSyEhQgLBQlQVREITgkUTxcLHEAkBQcGEyEbMybzP1EZKDQbAAEAM%2F9DAb0CFQA6ALJADU88Xzx%2FPAM8QBEWSAK4%2F%2BBAIAgSSBYMlgSmBAIEARISHiZgNoA2AjY8jzwBVy0BLYIeuP%2FoQEQOAE1XHgEPHh8eAh6rOydYKgFJKgEqiCYjUDVXMgFGMgEyiAAMCRgJEEgJDRAWATYZEBAATQkZGRkpGWkZeRkFCBkAUQA%2FMl5dKzLW3d4yzSsyEO1dXTI%2FM%2B1dXTIBEPZdXSvtXV0Q1l3GEjkvxc1dxM4xMAArAStdBQceARUUDgIjIiYnNx4BMzI1NCYvAT4BNy4DNTQ%2BAjMyFhcHLgEjIgYVFB4CMzI2NxcOAwE%2BCx0aChgoHRorDQsMGxEkFhQHBA4IM000GiNAXTkjRiAVFTcfTlMTKUAuJTwRDQgbIicMGQ4hIAsaFg4IBTkEBhcLDwgDDCIPBy1GWzY8ZEkpDA1PCgxiXipGMhsOCE4ECQcFAAAA%2F%2F8AM%2F%2F0AfkDCAImAEgAAAEGAENpAAATuQAC%2F%2FBACSclAAdQAgQmTysrNAD%2F%2FwAz%2F%2FQB%2BQMIAiYASAAAAQYAhlwAABBACwIhJiQAB1ACBCVPKys0%2F%2F8AM%2F%2F0AfkDAQImAEgAAAEGAGViAAAQQAsCCCklAAdQAgQoTysrNP%2F%2FADP%2F9AH5At4CJgBIAAABBgB6YgAAF0AQAwIIJzkAB1ADBDFPAgQlTysrKzQ0AP%2F%2FAAcAAADDAwgCJgDSAAABBgBDygAAE7kAAf%2FoQAkHBQEAUAECBk8rKzQA%2F%2F8APAAAAPgDCAImANIAAAEGAIa9AAAQQAsBGgYEAQBQAQIFTysrNP%2F%2F%2F%2FcAAAEHAwECJgDSAAABBgBlwwAAEEALAQAJBQEAUAECBk8rKzT%2F%2F%2F%2FmAAABGALeAiYA0gAAAQYAesMAABdAEAIBAAYYAQBQAgIQTwECBE8rKys0NAAAAgAz%2F%2FMCNAMIACIANwDjQJasIQGZIQGmHwGqGwFHNQGWIQEXIQFpGAEHEQF3EAFWEAGmHgEeHR0VIQEhAQSCIyYbGBYmLoIOJAA0AAJeGgFLGgEfGi8aPxoDDw4fDgIIACYaDg4aJgAEOThpGHkYAhgZdxYBFlUTAUYTAROIKXQhAWUhAVchATYhASsbAQEbIQMiGSkZKQkiTR2FHk8ziEkJWQkCCVEAP13tP%2B0%2FEjk5Ly8SFzldXV1dXRDtXV0yXREzXQEREhc5Ly8vL15dXV1dXRDtETMzMxDU7TIyXTIvM10xMABdXV1dXV1dAV1dXV0BBx4BFRQOAiMiLgI1ND4CMzIWFyYnByc3Jic3HgEXNwM0JjUuASMiDgIVFB4CMzI%2BAgI0ayAsFzhfSDtZOx0hPFc2M0wSDCt4F2YhMzsWOR18ZwEiSiApOSQREiM1Iy47IQ0CkSU2kF5Ce185LEheMzhaPyEgDlBEKT8jJyUzDjEkK%2F51CBAIHhYZLDoiJEExHSxIXP%2F%2FAFAAAAH0At8CJgBRAAABBgBvZwAAEEALAQAnGAAHUAECJk8rKzT%2F%2FwAz%2F%2FMCGwMIAiYAUgAAAQYAQ3IAABO5AAL%2F6EAJIyEJAFACDiJPKys0AP%2F%2FADP%2F8wIbAwgCJgBSAAABBgCGZQAAEEALAhkiIAkAUAIOIU8rKzT%2F%2FwAz%2F%2FMCGwMBAiYAUgAAAQYAZWsAABBACwIAJSEJAFACDiJPKys0%2F%2F8AM%2F%2FzAhsC3wImAFIAAAEGAG9sAAAQQAsCAC8gCQBQAg4uTysrNP%2F%2FADP%2F8wIbAt4CJgBSAAABBgB6awAAF0AQAwIAIjQJAFADDixPAg4gTysrKzQ0AAADADUALQH%2FAikACwAXABsAY0BAnxuvGwJgGwFPG18bAgAbEBsCCBsZAw9ADRJIDwkVgBmQGQIfGS8ZAlAVgBWQFQMZFRkVHRwSDBivGgAGUBoBGgAvXd7NEP3ezQEREjk5Ly9dXV0QwN0rwBDNXl1dXV0xMCUiJjU0NjMyFhUUBgMiJjU0NjMyFhUUBgchFSEBGhkjIxkZIyMZGSMjGRkjI%2F4Byv42LSEcHCEhHBwhAYIhHBwhIRwcIVxPAAMAM%2F%2FcAhsCKwAaACIAKgE8QNOXJaclAnYlAXgdqB0CZBgBUxgBVhcBSQ4BOw4Bqg0BWwprCgI2AUYBAqYAAacqAZslAXklAWslAVolAakiAZQdAXYdAWUdAVQdAVcYAVgKiAoCmB0BmA0BeQ2JDQIYHh0NDBkMDAsoIBWZCgGXAAF2AIYAAgomJQAaCxoVGaALAa8ZAQsZCxkQWSNpIwIjggOrLI8sAVYbZhsCG4IPEB8QAggQqyuYJQElHh5JIFkgAiCIGhkAGGYYARgVUJcdAR0mJkYoVigCKIgMCw0KaQoBCghRAD8zXREzxjLtXTIRM10%2FM10RM8Yy7V0yETNdARD2Xl3tXV0Q9u1dEjk5GS8vXV0SOTJ9h8TExMQBXV1dETMzETMQh8TExMQBXV1dMTAAXV1dXV1dXV1dXV1dAV1dXV1dXV1dXV1dXQEeARUUDgIjIicHJzcuATU0PgIzMhYXNxcFFBcTJiMiBgU0JwMWMzI2AeAcHyRBWjVPOjE1NhwfJEFaNSdFHTE1%2Fn0V1CQxRU8BKBbTIjNFTwG9I105PmRIJylAKEYjXjk9ZUgnFhRAKP9BLQESHGdZPi%2F%2B7htnAAAA%2F%2F8ASv%2F1Ae4DCAImAFgAAAEGAENnAAATuQAB%2F%2BhACRkXBwBQAQkYTysrNAD%2F%2FwBK%2F%2FUB7gMIAiYAWAAAAQYAhloAABBACwEZGBYHAFABCRdPKys0%2F%2F8ASv%2F1Ae4DAQImAFgAAAEGAGVgAAAQQAsBABsXBwBQAQkYTysrNP%2F%2FAEr%2F9QHuAt4CJgBYAAABBgB6YAAAF0AQAgEAGCoHAFACCSJPAQkWTysrKzQ0AP%2F%2FAAL%2FRAHfAwgCJgBcAAABBgCGQwAAEEALAS4jISATUAEJIk8rKzQAAgBQ%2F0cCGgMIABAAJQBoQEWZIwGaAgGJAAFaAAFJAAEAf6gRAZkRAVgRASkRORFJEQMRqycdCBl%2FG6omCAOIHiFQHU4aS4sJmwkCCQyIixmbGQIZFlEAPzNd7TJdPz8%2FM%2B0yARD27TIyEPZdXV1d7V1dXTEwXV0BNCYjIg4CBxEeATMyPgI3FA4CIyImJxUjETcRPgEzMh4CAblaSw8gHRYFEUAmKDkkEGEfPFc4LUURXV0aORo5X0MlAQNbYwQFBgL%2Bvg4aHTNFKDtkSCgYC9ADsRD%2B9wkLJkZl%2F%2F8AAv9EAd8C3gImAFwAAAEGAHpJAAAXQBACARQlNyATUAIJL08BCSNPKysrNDQAAAEAUAAAAK0CCAADAB9AEQAFEAUCCAWqA38BqgQCSQBKAD8%2FARD2%2FeZeXTEwMyMRM61dXQIIAAD%2F%2FwBCAAAAugLgAgYATAAAAAIAVQI%2FASMDCwATAB8AdEAnAEATH0gAoBQaQBMfSBqgCq8UAQAKEAqwCgMUChQKISC%2FDwGnDwEPuP%2FwQCYIDkgPp7AXAR8XAQ8XLxd%2FF58XBAgXba8dAR2nmAUBBRAIDkgFawA%2FK13tcT9eXXFx7StdcQEREjk5Ly9dXRDtKxDtKzEwARQOAiMiLgI1ND4CMzIeAgc0JiMiBhUUFjMyNgEjERwlFRUlHBERHCUVFSUcETIfFhYfHxYWHwKlGCUbDg4bJRgYJRsODhslGBodHRoaHR0AAf9ZAAABNwK1AAMAJ0AVAwEAAa4CAxQCAwIEAANBAkIBQgBBAD8%2FPz8BLxDUhyuHfcQxMAkBIwEBN%2F55VwGHArX9SwK1AAAAAgAdATMBSQLFAAsAHwA8QCYMsoAGAQUGFQYCBiEWspAAoAACjwABCgAaAAIIACAbswmxEbMDcQA%2F7fTtARDWXl1dXe0Q1l1d7TEwEzQ2MzIWFRQGIyImNzQuAiMiDgIVFB4CMzI%2BAh1QRkZQUEZGUOIHEh0WFh0SCAgSHRYWHRIHAfxhaGhhYWhoYRwzJhYWJjMcHTImFhYmMgAAAgAYATsBTwK9AA4AEwBGQCgTDgayBQFwA5ADAgMVrxIBEq8IvwgCCBQSCQGzAwcHAwWxnw8BDw5wAD%2FNXf3OMi8Q7TIyARDWXc1dENZd3TLtMjIxMAEVMxUjFSM1IzU%2BAzcHDgEHMwEdMjJEwQ4sNDodBB9AF3YCveo7XV0uGUBEQRlTIFEmAAMAIAEzAUYCxQAdACsANwCiQGE3GwE1LLK3GwGmGwEbGCaybwABEAAgAAIAOSkysrgLAakLAQsOHrJPCF8IAgg4pjW2NQI1uSkBKacbARuEC5QLAmsLewsCNAtEC1QLAwsLEyOzAxAMEEgDMAgLSAOxL7MTuP%2F4swwQSBO4%2F%2Bi0CAtIE3EAPysr7fQrK%2B0ROS9dXV0zXTNdM10BENZd7dQyXV3tMhDWXV3t1DJdXe0yMTBdARQGIyIuAjU0NjcuATU0PgIzMh4CFRQGBx4BBxQeAjMyNjU0JicOATc0JiMiBhUUFhc%2BAQFGTEgqOCIOJBgXGxMkMh8kNCEPHRckGt4IEh0VKSM5MxQYjx4lJR4qLxQZAaQyPxUgJxIcMQ8RLxoWKB4SFB4lEhwtEBEuIwgSDwofFBwfDA8ipg0gIA8UJgkOIAAAAAABADUA%2FwH%2FAU4AAwAStgEAAAQArwIAL%2B0BETMvzTEwEyEVITUByv42AU5P%2F%2F%2F%2FWQAAATcCtQIGANUAAP%2F%2FAFAAAAMRAwgAJgBJAAAABwBJAYYAAAADAFAAAAJAAwgAEwAXACMAf0AxGBMBdwiHCAJmCAEEEwENBIADAQMbFX8hF6olYCVwJaAlAw8lHyUvJQMICg5%2FEKokGLj%2FwEAfDBJIGIkeUxZJFEoPSg2HC0kEaAd4BwIHiAOHAAEATwA%2FXTLtXTI%2F7T8%2FPz%2FtKwEQ9u0yXl1dEPYy%2FTLWXTLGMTAAXQFdXV0BMhYXBy4BIyIGHQEzFSMRIxE0NgEjETMnIiY1NDYzMhYVFAYBGyMyCw0LJhtBNMjIXWIBgV1dLxkjIxkZIyMDCAkEUAQJRzwtTv5GAjdkbfz4AgheIRwcISEcHCEAAP%2F%2FAFAAAAJAAwgCBgDcAAAAAgBQ%2F%2FYCfwMIABMAHwB7QB0YEwF3CIcIAmYIARUgCAtIBBMBCAoOf0AQqiAhH7j%2FwEAuCAtIHxmADHADAQMXf1AZAQ8ZARkZTh%2BIFFEPSg2HC0kEaAd4BwIHiAOHAAEATwA%2FXTLtXTI%2F7T8%2F7T8BL11d%2FdZdxhoQ3ivGEPYa7TIxMABeXSsBXV1dATIWFwcuASMiBh0BMxUjESMRNDYBLgE1ETcRFB4CFwEbIzILDQsmG0E0yMhdYgHAVkhdCBIeFgMICQRQBAlHPC1O%2FkYCN2Rt%2FO4CRkoCcBD9jxceEgkDAAD%2F%2FwBQ%2F%2FYCfwMIAgYA3gAA%2F%2F8AUAAAA8YDCAAmAEkAAAAHANwBhgAA%2F%2F8AUP%2F2BAUDCAAmAEkAAAAHAN4BhgAAAAcAHf%2FxAvECxQATAB8AKwA%2FAFgAcwB%2FABlADyldPCMaFDBXegkFD0UFRgA%2FPxIXOTEwARQOAiMiLgI1ND4CMzIeAgUiBhUUFjMyNjU0JgE0JiMiBhUUFjMyNiU0NjcnDgEHHgEVFAYHHgEXNy4BNxc2MzIeAhczLgEnDgEjIi4CJy4BIyIDBx4BMzI2Nz4DMzIWFz4BNyMOAyMiJhMyNjU0JiMiBhUUFgLxOGKETEuEYjk5YoRLTIRiOP2eExwcExQdHQGQHxAWGx0TFBz%2BxiEdJh4uCgsPDwsKLh4mHSExIRwgHDEmFwJGAyEbBwoFDBcTDAEQGw8xCyEVLxkPGxABDBMXDAUKBxshA0YCFyYxHBEdqxAfGhYSHh0BWkuEYTk5YYRLTIViODhihRsdFBQbGxQUHf78FxYdFBUaH%2BclPRQ8Fz8nCBwRDxwJJj4YPhI94TwOFCMuGyZGGgEBCA8VDAUD%2Fqs6CwoDAw0VDwgBARpGKRwwIxQHAS0YFhEhGRgTHP%2F%2FAB3%2F8wZ0AYwAJwDWAAD%2BxwAnABEBZwAAACcA2AJd%2FscAJwDWA8T%2BxwAHANYFK%2F7HAAAADgBJAAADhwK1AAMABwALAA8AEwAXABsAHwAjACcAKwAvADMANwb5QIoGGyYbNhtGG2YbhhsGPQcbAQkGGiYaNhpGGmYahhoGPQcaAQkGExYTJhNmEwQGEhYSJhJmEgQZBQEZBAFJAVkBAkkAWQACCRdpFwIJFGkUAgYONg5mDgMGDTYNZg0DCQs5CwIJCDkIAj2aMaoxAmkxeTGJMQMxQAoOSAoxATEvgDQ7SC9%2FKI8oAii4AcCzLC9IKLgBgEAjKCtImiiqKAJpKHkoiSgDKEAKDkgKKAEoJIA0O0h%2FJI8kAiS4AcBAISsvSA0kHSQC%2FSQBmiSqJAJpJHkkiSQDJEAKDkgKJAEkNrj%2FgEAJNDtIBzYBNjUyuP%2BAQAwNE0gXMicyNzIDMiu4%2FgBAEi0xSDErASArAQErESsC8SsBK7j%2FgEAMDRNIFysnKzcrAysnuP4Asy0xSCe4%2FkCzKCxIJ7j%2FgED%2FDRNIFycnJzcnAyccCCABCSAiLxWPFQIJFQE7jxWfFf8VA14VAb0V7RX9FQNbFQFMFQEbFQGqFboVAnkVAQgVGBUCChUJEwE7Ew8MPwxvDAM9TwyPDL8M7wwEHgwBrQztDAJ7DAFMDAELDAGqDNoMAjkMaQwCCAwBCwwvCF8IAgkIATvpCAGPCL8IAh4IAe0IAXsIAUwIAaoI2ggCCAg4CAILCGYahhoCBxoBMxoZABdgFwI9UBeAF5AX8BcE4RfxFwKyFwFTFwEUF0QXArUXAXYXphcCBxcXFwIKFwAPMA9gDwM9gA%2BwD%2BAPAxEPQQ8C4Q8Bcg%2BiDwIED0QPAtQPQD0BpQ8BZg8BBw83DwILDwAKMAoCPZAKwAoCIQoB8QoBggoBVAoB5AoBtQoBRgoBFwoBCgAEOeYDAQMGEBkfuP%2BAQAk0RUgfIiw1ODW4%2FgBAOTE7SGE1AUA1UDUCITUxNQIQNQEBNQHhNfE1ArI1wjXSNQOTNaM1AoI1AWM1czUCVDUBQzUBlTUBNbj%2FgEAMDRJIBzUXNSc1AzUiuP8AQBMYHUi1IsUi1SIDpiIBIjPdLAEsuAFAQAwgJkhLLFssAjwsASy4AQBAFhccSKosuizKLAMsgA4TSCxACg1ILB%2B4AgC3MkVIHzExJjS4AgCzMDtINLgBwLMsL0g0uAGAQC0jK0h8NIw0Ams0AVw0AUs0ATSADxNINEAKDkg0GyMrIzsjAyPAFBpIIykrQi24%2FoCzJCdILbj%2BwLMeI0gtuP8AsxodSC24%2F0CzERlILbj%2FgEAJCxBIBy0BCi0euP4AQKoyRUgeJCZBIBlAGVAZYBmAGaAZBhcZAQAZATvAGeAZArEZAWAZgBmgGQMBGREZIRlBGQThGQGiGcIZAoMZAXIZAWMZAQQZJBlEGQOlGcUZ1RnlGQQ2GUYZZhmGGQQHGScZAgsZIAYBBwYBPNYGAYAGAXcGAeEGAUMGAaUGAQcGAQwGaReZFwIIFwEzFx8QLxA%2FEH8QBAgQATyvEO8QAp4QAU8QjxACDRABELgBYED%2FKklMEFwQbBCsEOwQBQsQAcsQAaoQuhACGRApEGkQAwgQAQsQDwMfAwJB2AMBjwOfAwL9AwHuAwFMA1wDArsDAaoDAQkDGQMCDwMXFQEVFQoPGC8YTxhfGG8YjxivGAc7vxjPGO8YA64YAU8YbxiPGAMOGB4YLhgDjRitGM0Y7RgETBhsGHwYAwsYKxgC2xjrGAKKGKoYyhgDSRhpGAI4GAEpGAEIGAELGA8HAT7ZBwGOBwF4BwHtBwFLBwGqBwEIBwEMB2YNAQcNATMND0IAERARIBFgEQQ9gBGQEaAR4BEEARFBEQLhEfERAqIRAVMRYxECBBFEEQJlEaURtRHFQDoRBBcRJxECBhEBCxEAAhACAkHgAvACAqcCAVACAUECAbICAaMCAQAAAhACAgFgAnACAgICrwgBCApBAD%2FNcjJfXV9xX3FxcnJycl5dMl5dXV1xcXFxcnJeXT%2FNXl1dMl5dXXFxcnJyXl0yXl1dXV1dXXFxcXJycnJeXRI5L10zXl1dXXFxcXJyXl0zXl1dXV1xcStycnJyXl1dzV5dXTJeXV1xcXJycl5dXTJeXV1dcXFxcXFxcnJycl5dXV0%2FzTIrMl5dKysrKys%2FzTIrcTIrK3FxcXErKysSOS8zKzMrK10rcXErcc0yXV0rMl0rXXFxcXFxcXFycnJycisBEN4y3DIr3jLcMnLOzTIyXV1dXXFxcXJyXl0yXl1dXV1xcXFycl5dMl5dXV1xcXFxcl5dEM1eXV0yXl1dcXFxcnJyXl1dMl5dXV1xcXFxcnJeXTJeXTJeXV1dcXFxcXJyXl1dEM1eXTIyXSsrKzJdK3FycnIrMl0rEM1dKzJdK11dcXIrcisyXStdXSsrcjIrMl0rXV0xMABeXV1dXV1dAV1dXV1dXV5dXl1eXV5dAREzEQMRMxEBNSEVATUhFQERMxEVNSEVAREzEQMRMxEDETMRATUhFQE1IRUBETMRFTUhFQERMxEDah0dHf6vATT%2BzAE0%2Fq8dATT%2Brx2bHR0d%2Fq4BNf7LATX%2Brh0BNf6uHQFrASr%2B1v60ASr%2B1gJ5HR39aB0dAWsBKv7WHx0d%2FtMBKv7WAUwBKv7W%2FrQBKv7WAnkdHf1oHR0BawEq%2FtYfHR3%2B0wEq%2FtYAAQAAAOUBAgAOAKQACgACABAALwBZAAAFIAb5AAUAAQAAACIAIgAiACIAWABkARIB2gKIA6wDzAQYBGQFDAU6BWwFkAW4BdoGega8B3AIIAh6CQgJmAnGCrALWgtwC4YLygv0DDoMxA20Dk4O5A%2BSEAQQNhBeEQIRNhFWEbQSThJsE1ITvhR8FNQVohYiFvgXKBd6GAAY5hmCGegaMhpSGnQalBrgGvobJBveHFYc5B1wHh4eYh8cH3wfsiAGILAg5iG6IhgiiiL8I44jwiSiJPglRCXEJ%2BQoYCkQKVAptinOKjYqlitCK3YrgiuqK9AsTiyOLL4syizWLQAtFi0uLYgtrC5WLlYujC76L3gwDjCWMLgxsjHsMsAzVDNgM34zhjSQNKw1EjVeNcQ2OjZkNqg26DbyNzo3aDfGN9I34jfyOAI4dDiMOKI4uDjOOOg5xjo2Ox47NjtMO2Q7fjuWO6w7wjvcPFI8aDyAPJY8rDzCPNw9Oj68PtQ%2B6j8APxo%2FMD%2BGQFBAZkB6QI5AokC6QMxBykJ4Qo5CokK2Qs5C5EL4QwxDJEPoQ%2FxEEkQmRDpETkRmRMRFqEW%2BRdJF5kX%2BRhJGgEaYRrRGvEcmR0pHmEfcSIBIlkieSKpJIkkqSZxJpEmwSbxKfkqYTnwAAQAAAADMzN0PKsFfDzz1ABkD6AAAAADJirZYAAAAAMqgwH3%2FWf9DDZgDwgAAAAkAAgAAAAAAAAH0ADIAAAAAAOcAAADnAAABFABHAaIASAKbADECNAA9A1oAMgKaAC4A8QBIAUQATgFEAAcB4AAlAjQANQD2ACYBKwAaAPYAOAGA%2F%2BgCNAAyAjQAXQI0ADgCNAA3AjQAKAI0AEECNAA%2FAjQAPAI0ADcCNAAzAPYAOAD2ACYCNAA1AjQANQI0ADUBlAATA7YAQQKXAAgCgwBWAmwAOgLJAFYCOwBWAhkAVgKgADoCwQBWAQ0AVgH0AAgCdQBWAgcAVgNnAEMC2ABWAwoAOgJgAFYDCgA6AnUAVgIUACECNQAQArAAUQKQAAoDoQAcAncAFwJWAAYCPQAhAUkAYAGA%2F%2BgBSQAIAjQALwHs%2F%2FwBeAA9AgoAKwJNAFAB0QAzAk0AMwIvADMBggBQAkIAMwI7AFAA%2FQBCAP3%2FvAIKAFABEQBOA10AUAI%2BAFACTgAzAk0AUAJNADMBggBQAb4AKAGSAEoCPgBKAfYAEAMJABIB%2FwAQAfEAAgHXACQBTQAoARcAYAFNAAgCNAAqAjQALQDrACEBoQAhAXgANAEjAB4D4QA6AOsAPADrACEBoQA8AaEAIQFoADQB8P%2F%2BA%2BT%2F%2FgF4ABcBIwAoA7MAMwDnAAABFABHAjQAVgI0ADwCNAAsAjQAEQEXAGAB7AArAXgAIwMuAEEBhQAmAfMAHgI0ADUBKwAaAy4AQQF4AC4BTAAaAjQANQFnAB4BZwAgAXgAfwJEAFAChgArAPYAOAF4AEUBZwAyAb4AKwHzACgDagAyA2oAMgNqACABlAAcApcACAKXAAgClwAIApcACAKXAAgClwAIA6cABgJsADoCOwBWAjsAVgI7AFYCOwBWAQ0ADwENAEQBDf%2F%2FAQ3%2F7gLWABMC2ABWAwoAOgMKADoDCgA6AwoAOgMKADoCNABQAwoAOgKwAFECsABRArAAUQKwAFECVgAGAmEAVgJvAFACCgArAgoAKwIKACsCCgArAgoAKwIKACsDWwAsAdEAMwIvADMCLwAzAi8AMwIvADMA%2FQAHAP0APAD9%2F%2FcA%2Ff%2FmAk0AMwI%2BAFACTgAzAk4AMwJOADMCTgAzAk4AMwI0ADUCTgAzAj4ASgI%2BAEoCPgBKAj4ASgHxAAICTQBQAfEAAgD9AFAA%2FQBCAXgAVQCU%2F1kBZwAdAWcAGAFnACACNAA1AJT%2FWQMIAFACgwBQAoMAUAKXAFAClwBQBAkAUAQdAFADDgAdBpIAHQPRAEkAAQAAA6T%2FQwAcDbf%2FWf9dDZgAAQAAAAAAAAAAAAAAAAAAAOUAAwJaAZAABQAAArwCigAAAIwCvAKKAAAB3QBPAPoAAAILBQQDBgIDAgTgAAL%2FUAAgWwAAAAAAAAAAREFNQQBAAAD7BAMI%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%2FDxImJiYnEyEZNxohJhU3GRYmGBgZJysQGRgeITs7OxssLCwsLCw%2FKiYmJiYTExMTMTE0NDQ0NCY0Li4uLicpKiMjIyMjIzofJSUlJRISEhInJigoKCgoJigmJiYmISchEhIZChgYGCYKNCsrLS1FRzRxQwAAAAACAAAAAwAAABQAAwABAAAAFAAEANwAAAAuACAABAAOAAAADQB%2BAP8BMQFTAsYC2gLcIBQgGiAeICIgOiBEIHQgrCISIhXg%2F%2B%2F98AD%2F%2FwAAAAAADQAgAKABMQFSAsYC2gLcIBMgGCAcICIgOSBEIHQgrCISIhXg%2F%2B%2F98AD%2F%2FwAB%2F%2FX%2F4%2F%2FS%2F6EAAP2f%2Ffr9k%2BBaAAAAAOBKAADgkeBj37bex97FH%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%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%2BAYoqxQECKcEVgaDotLCCKI0lkiiNTWDwbIVktLEtSWH0belktLLASAEsBS1RCLSyxAgBCsSMBiFGxQAGIU1pYuRAAACCIVFixAgFCWVktLEUYaCNLUVgjIEUgZLBAUFh8WWiKYFlELSywABawAiWwAiUBsAEjPgCwAiM%2BsQECBgywCiNlQrALI0IBsAEjPwCwAiM%2FsQECBgywBiNlQrAHI0KwARYBLQC5AQMBArJkHxBBDQECACABAgAwAQIAAwBQAQIAYAECAAL%2FwAECsjY5RrgBArICEx%2B5AQEBALKmHyC6AQAAAQEAsgETH0EXAQgAkAEHAFUBBgCQAQkAVQEFAJABBABVAC8BBwABAL8BBADfAQQA%2FwEEAAP%2FwLP%2FGihGuP%2FAQBr%2FEBhG37Pvs%2F%2BzA6%2Byv7ICQLCQsKCwA6%2BuAbj%2FwECyrQgMRhCsoKwCQKtQq2CrA2CqAaCqAaekCB%2BmpAgfpaQVH6QCBx%2BjAgMfop4GH6GeCx%2BgngYfnwECH54BBR%2BdAQQfnJnIH5uZFR%2BamH0fmQIHH5gCRx%2BXAjIflpEaH5WRfR%2BUk6YfkwEBH5IBGh%2BRARkfkI5IH4%2BOZB9PjgFvjn%2BOAq%2BOAUCOODtGjgICH42LFh%2BMi30fiwETH4qFPh%2BJhyIfiIdkHxCHIIcwhwNQh2CHArj%2FwEDKhzY5RocCEx%2BGAgMfr4W%2Fhc%2BFA4UCAR%2BEgBkfg4HJH4J%2Fph%2BBAcgfgAEDHyB%2FAX8BEx9%2BeTMffXs3H3x5ZB97Ai0fegICH195b3kCeQISH3h0GR93dX4fdnNkH3UBfR90AQUfYHNwcwIQcyBzwHMDcwETH3J%2Bb1VxfnBVaFtbVWdbX1VmW11VZFtaVWNbXFViW1lVWENWVVdDVVVTkE1VUpBLVVGQSlVQkElVT5BOVS9OAb9J30n%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%2Fx%2F%2F4DRwIIAAD%2FR%2F9vAuIDAQAHAA3%2F9f%2F%2B%2F%2F4CqQAAArX%2F8QAQ%2F0cDDwK1AAAAYgDxAUgB9QJOAAD%2F8wAA%2F2cAF%2F%2FvABAAFP9DAkQCaALeAwgBOwK9AAj%2F%2BABhAJwASQBmAE4AsABPAQwAOgBUAEMAbgBdAMQARABgAEwAsABFAN4AVABQAGsAPQBcAGAAMwBMAFEAdQBZADIARQBIAF0AtQBPAD4AhQBCAG4AhgCyAJwBCgAvAHIAUgDEAIUAbgA9ACoAWAA8AFIANQCiAOYATgBQAMMBhABIAD4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYgBdAGAAVABQAggADf%2F1AwEABwAAAAAAAQAAGawAAQRFGAAACgGeAAoAJP%2BxAAoAJv%2FnAAoAKv%2FnAAoALf%2BFAAoAMv%2FnAAoANP%2FnAAoAOQANAAoAOgAKAAoAPf%2F0AAoAmP96AAsADABQAAsAJv%2FiAAsAKv%2FiAAsAMv%2FiAAsANP%2FiAAsANv%2FuAAsANwALAAsAOP%2F2AAsAOQAPAAsAPAARAAwAJP%2FsAAwAJv%2F0AAwAKv%2F0AAwALf%2FzAAwAMv%2F0AAwANP%2F0AAwANv%2F0AAwAN%2F%2FkAAwAOf%2FeAAwAOv%2FuAAwAO%2F%2FkAAwAPP%2FVAAwAPf%2FqAAwAmP%2FsAA0AJP%2FAAA0AJv%2F2AA0AKv%2F2AA0ALf%2BGAA0AO%2F%2FnAA0AmP%2BfABAALf%2FkABAAN%2F%2FOABAAOf%2F0ABAAO%2F%2FhABAAPP%2FOABAAPf%2FwABAAmP%2FyABEAJAAZABEAJv%2FjABEAKv%2FjABEALQAcABEAMv%2FfABEANP%2FfABEANgAOABEAN%2F%2B6ABEAOP%2FpABEAOf%2BzABEAOv%2FYABEAOwAKABEAPP%2BwABEAPQATABEAmAATABIAJP%2FOABIAJv%2FlABIAKv%2FlABIALf%2B5ABIAMv%2FmABIANP%2FmABIANwAdABIAOQAgABIAOgAWABIAOwAUABIAPAAiABIAPQAJABIAmP%2BzAB0AJv%2F1AB0AKv%2F1AB0AMv%2F1AB0ANP%2F1AB0AN%2F%2BrAB0AOP%2F0AB0AOf%2FrAB0AOv%2FzAB0APP%2FYACMAJP%2FmACMAJv%2F2ACMAKv%2F2ACMALf%2FmACMAMv%2F2ACMANP%2F2ACMANv%2FuACMAN%2F%2FUACMAOP%2F0ACMAOf%2FcACMAOv%2FpACMAO%2F%2FZACMAPP%2FKACMAPf%2FeACMAmP%2FaACQACv%2ByACQAC%2F%2FtACQADf%2FBACQAEQAaACQAEgARACQAI%2F%2FxACQAJAAhACQAJv%2FtACQAKv%2FtACQALQAdACQAMv%2FtACQANP%2FtACQANgAQACQAN%2F%2FAACQAOP%2F2ACQAOf%2FCACQAOv%2FuACQAOwAZACQAPP%2BxACQAPQATACQAQP%2FlACQARv%2FzACQAR%2F%2FzACQASP%2FzACQASv%2FwACQAUv%2FzACQAVP%2FzACQAVgANACQAWP%2FxACQAWf%2FrACQAWv%2FtACQAWwAaACQAXP%2FxACQAXQAPACQAXv%2FsACQAYP%2F2ACQAYwAZACQAZv%2FtACQAaP%2B5ACQAaf%2B8ACQAmAAiACQAwv%2FzACUACv%2F1ACUAC%2F%2F1ACUADP%2FnACUADf%2F1ACUAEf%2F2ACUAEv%2FrACUAHf%2F1ACUAIv%2FsACUAOf%2FtACUAOv%2FzACUAO%2F%2FrACUAPP%2FnACUAQP%2FeACUAXf%2FzACUAYP%2FqACUAmP%2F0ACYAC%2F%2FpACYAEP%2FiACYAEQAWACYAIgAPACYAI%2F%2FvACYAJAAWACYAJv%2FsACYAKv%2FsACYALQAXACYAMv%2FsACYANP%2FsACYANgAKACYANwARACYAOQARACYAOwANACYAPAARACYAPQAKACYAPv%2F2ACYARv%2FxACYAR%2F%2FxACYASP%2FxACYASv%2FxACYAUv%2FxACYAVP%2FxACYAWP%2FsACYAWf%2FwACYAWv%2FvACYAWwAOACYAXP%2FwACYAXv%2FkACYAYwASACYAZv%2FTACYAaQANACYAmAAWACYAwv%2FxACcABP%2FyACcACv%2FmACcAC%2F%2F0ACcADP%2FfACcAEf%2FfACcAEv%2FVACcAIv%2FZACcAI%2F%2F1ACcAJP%2FtACcALf%2FnACcANv%2F1ACcAN%2F%2FlACcAOf%2FvACcAOv%2FvACcAO%2F%2FoACcAPP%2FXACcAPf%2FxACcAPv%2F1ACcAQP%2FWACcARP%2FyACcAYP%2FjACcAY%2F%2FeACcAaP%2FsACcAaf%2F0ACcAmP%2FWACgACv%2FwACgAC%2F%2FrACgADf%2FzACgAEQALACgAI%2F%2FwACgAJAARACgAJv%2FkACgAKv%2FkACgALQARACgAMv%2FkACgANP%2FkACgAOP%2FqACgAPv%2FvACgAQP%2FVACgARv%2FwACgAR%2F%2FvACgASP%2FwACgASv%2FpACgAUv%2FvACgAVP%2FxACgAV%2F%2FyACgAWP%2FtACgAWf%2FnACgAWv%2FnACgAWwAJACgAXP%2FnACgAXv%2FtACgAYP%2FqACgAZv%2FpACgAaP%2FzACgAmAASACgAwv%2FxACkABP%2F2ACkAC%2F%2FoACkAEf%2B%2FACkAEv%2FEACkAHf%2FuACkAIgANACkAI%2F%2FuACkAJP%2FSACkAJv%2FzACkAKv%2FzACkALf%2BwACkAMv%2FzACkANP%2FzACkANwAOACkAOQASACkAPAAUACkAPv%2FxACkAQP%2FXACkARP%2FNACkARv%2FyACkAR%2F%2FyACkASP%2FyACkASv%2FyACkAUf%2FkACkAUv%2FyACkAU%2F%2FkACkAVP%2FyACkAVf%2FkACkAWP%2FnACkAW%2F%2FcACkAXf%2FmACkAY%2F%2BZACkAcP%2FrACkAmP%2B0ACkAwv%2FxACoADP%2F2ACoADf%2FnACoAQP%2F2ACoAWf%2FuACoAXP%2FuACoAYP%2F2AC0ADP%2F2AC0AEf%2F2AC0AEv%2FcAC0AJP%2F2AC0ALf%2FxAC0APf%2FvAC0AQP%2FeAC0AXf%2FuAC0AYP%2FtAC0AY%2F%2FzAC0AmP%2FnAC4AC%2F%2FuAC4ADf%2FfAC4AEP%2FRAC4AEQAQAC4AEgASAC4AIgALAC4AI%2F%2FtAC4AJAAiAC4AJv%2FdAC4AKv%2FdAC4ALQAbAC4AMv%2FdAC4ANP%2FdAC4ANwARAC4AOQAUAC4AOgAKAC4AOwAaAC4APAAWAC4APQAVAC4AQP%2FmAC4ARv%2FrAC4AR%2F%2FrAC4ASP%2FrAC4ASv%2FrAC4AUv%2FrAC4AVP%2FrAC4AVgAOAC4AWP%2FzAC4AWf%2FyAC4AWv%2FQAC4AWwAbAC4AXP%2F2AC4AXQAQAC4AXv%2FtAC4AYwAPAC4AZv%2FDAC4AmAAjAC4AwQAVAC4Awv%2FnAC8ACv%2BCAC8AC%2F%2F2AC8ADf91AC8AEP%2B7AC8AEQAXAC8AEgAMAC8AJAAcAC8AJv%2FTAC8AKv%2FTAC8ALQAcAC8AMv%2FTAC8ANP%2FTAC8ANgAOAC8AN%2F%2BNAC8AOP%2FuAC8AOf%2BcAC8AOv%2FTAC8AOwAUAC8APP%2BNAC8APQAOAC8AQP%2FgAC8ARv%2F0AC8AR%2F%2F0AC8ASP%2F0AC8ASv%2F0AC8AUv%2F0AC8AVP%2F0AC8AWf%2FYAC8AWv%2FbAC8AWwAVAC8AXP%2FsAC8AXQAKAC8AXv%2FoAC8AYP%2FxAC8AYwAOAC8AZv%2FZAC8AaP%2BIAC8Aaf%2BKAC8AcAALAC8AmAAdADAAOf%2F6ADAAPP%2F4ADIABP%2FyADIACv%2FpADIAC%2F%2F0ADIADP%2FkADIAEf%2FfADIAEv%2FWADIAIv%2FeADIAI%2F%2F1ADIAJP%2FtADIALf%2FnADIANv%2F2ADIAN%2F%2FlADIAOf%2FvADIAOv%2FwADIAO%2F%2FoADIAPP%2FXADIAPf%2FxADIAPv%2F2ADIAQP%2FWADIARP%2FzADIAYP%2FjADIAY%2F%2FiADIAaP%2FwADIAaf%2F2ADIAmP%2FYADMABP%2F1ADMAC%2F%2F0ADMADP%2FoADMAEf%2BmADMAEv%2FCADMAJP%2FOADMALf%2BhADMAO%2F%2FuADMAPv%2FxADMAQP%2FXADMARP%2FtADMARv%2FrADMAR%2F%2FrADMASP%2FgADMASv%2FrADMAUv%2FrADMAVP%2F1ADMAWQAKADMAWgAJADMAXAAKADMAYP%2FoADMAY%2F%2BNADMAZv%2FuADMAaQAKADMAmP%2BsADMAwv%2FwADQABP%2FyADQACv%2FpADQAC%2F%2F0ADQAEf%2FfADQAIv%2FeADQAI%2F%2F1ADQAJP%2FtADQALf%2FnADQANv%2F2ADQAN%2F%2FlADQAOf%2FvADQAOv%2FwADQAO%2F%2FoADQAPP%2FXADQAPf%2FxADQAPv%2F2ADQARP%2FyADQATQAPADQAY%2F%2FsADQAaP%2FwADQAaf%2F2ADQAmP%2FYADUAC%2F%2F0ADUAEQAOADUAEgAMADUAIv%2FzADUAI%2F%2FxADUAJAAcADUAJv%2F1ADUAKv%2F1ADUALQAWADUAMv%2F1ADUANP%2F1ADUAOf%2F2ADUAOwATADUAPP%2FtADUAPQAOADUAQP%2FfADUAWwAVADUAXQAJADUAXv%2FvADUAYP%2FwADUAYwAOADUAZv%2FsADUAmAAdADUAwv%2FxADcAC%2F%2FlADcADAAMADcAEP%2FPADcAEf%2B1ADcAEv%2BqADcAHf%2BsADcAIgAWADcAI%2F%2FNADcAJP%2FAADcAJv%2FlADcAKv%2FlADcALf%2BmADcAMv%2FlADcANP%2FlADcANwAYADcAOQAbADcAOgARADcAOwAPADcAPAAdADcAQP%2FgADcARP%2FTADcARv%2FJADcAR%2F%2FJADcASP%2FJADcASv%2FJADcAUf%2FYADcAUv%2FJADcAU%2F%2FYADcAVP%2FJADcAVf%2FYADcAVv%2FTADcAWP%2FeADcAWf%2FqADcAWv%2BvADcAW%2F%2FuADcAXP%2FqADcAXf%2FiADcAXv%2FoADcAY%2F%2B9ADcAZv%2BrADcAcP%2B0ADcAmP%2B4ADcAwAAVADcAwQAfADcAwv%2BxADgAC%2F%2F2ADgAEf%2F2ADgAEv%2FXADgAHf%2F2ADgAJP%2F2ADgALf%2FxADgAPf%2FwADgAQP%2FbADgARP%2FwADgAXf%2FuADgAXv%2F2ADgAYP%2FqADgAY%2F%2FrADgAmP%2FeADkACgAOADkAC%2F%2FfADkADAAQADkAEP%2F2ADkAEf%2B1ADkAEv%2B9ADkAHf%2FsADkAIgAYADkAI%2F%2FaADkAJP%2FCADkAJv%2FvADkAKv%2FvADkALf%2BhADkAMP%2F6ADkAMv%2FvADkANP%2FvADkANwAcADkAOQAfADkAOgAVADkAOwATADkAPAAhADkAQP%2FkADkARP%2FnADkARv%2FTADkAR%2F%2FTADkASP%2FTADkASv%2FTADkAUf%2FiADkAUv%2FTADkAU%2F%2FiADkAVP%2FTADkAVf%2FiADkAVv%2FxADkAWP%2FoADkAXf%2F%2BADkAXv%2FoADkAY%2F%2B2ADkAZv%2FVADkAaAATADkAaQAYADkAcP%2F1ADkAmP%2BuADkAvgALADkAwQAgADkAwv%2FNADoACgANADoAC%2F%2FwADoAEf%2FbADoAEv%2FRADoAHf%2F1ADoAIgAQADoAI%2F%2FtADoAJP%2FuADoAJv%2FwADoAKv%2FwADoALf%2FEADoAMv%2FwADoANP%2FwADoANwATADoAOQAWADoAOgAMADoAOwAKADoAPAAYADoAQP%2FbADoARP%2FjADoARv%2FqADoAR%2F%2FqADoASP%2FqADoASv%2FmADoAUf%2FrADoAUv%2FqADoAU%2F%2FrADoAVP%2FqADoAVf%2FrADoAVv%2FvADoAWP%2FtADoAXv%2FvADoAY%2F%2FaADoAZv%2FsADoAaAASADoAaQAZADoAmP%2FPADoAwQASADoAwv%2FmADsAC%2F%2FnADsADf%2FmADsAEP%2FkADsAEQANADsAEgAKADsAI%2F%2FmADsAJAAbADsAJv%2FoADsAKv%2FoADsALQAUADsAMv%2FoADsANP%2FoADsANwANADsAOQARADsAOwASADsAPAATADsAPQANADsAQP%2FeADsARv%2FuADsAR%2F%2FuADsASP%2FuADsASv%2FuADsAUv%2FuADsAVP%2FuADsAWP%2F2ADsAWf%2F1ADsAWv%2FbADsAWwATADsAXP%2F5ADsAXv%2FmADsAYwAKADsAZv%2FRADsAmAAcADsAwv%2FjADwAC%2F%2FWADwADAASADwAEP%2FPADwAEf%2B%2FADwAEv%2BuADwAHf%2FaADwAIgAZADwAI%2F%2FGADwAJP%2BxADwAJv%2FXADwAKv%2FXADwALf%2BNADwAMP%2F4ADwAMv%2FXADwANP%2FXADwANwAeADwAOQAhADwAOgAXADwAOwAVADwAPAAjADwAPQALADwAQP%2FmADwARP%2FXADwARv%2FPADwAR%2F%2FPADwASP%2FPADwASv%2FPADwAUf%2FYADwAUv%2FPADwAU%2F%2FYADwAVP%2FPADwAVf%2FYADwAVv%2FsADwAWP%2FeADwAW%2F%2FxADwAXf%2FkADwAXv%2FqADwAY%2F%2ByADwAZv%2B0ADwAaAALADwAaQARADwAcP%2FgADwAmP%2BwADwAwQApADwAwv%2ByAD0AC%2F%2FrAD0AEP%2FEAD0AEQALAD0AI%2F%2FwAD0AJAARAD0AJv%2FcAD0AKv%2FcAD0ALQARAD0AMv%2FcAD0ANP%2FcAD0AOP%2FyAD0AOQAKAD0APAAMAD0APv%2FvAD0AQP%2FVAD0ARv%2FwAD0AR%2F%2FvAD0ASP%2FwAD0ASv%2FpAD0AUv%2FvAD0AVP%2FxAD0AV%2F%2FzAD0AWP%2FtAD0AWf%2FpAD0AWv%2FoAD0AWwAJAD0AXP%2FpAD0AXv%2FdAD0AYP%2FxAD0AZv%2FOAD0AmAASAD0AwQAKAD0Awv%2FxAD4AJP%2FkAD4AJv%2FVAD4AKv%2FVAD4ALf%2FkAD4AMv%2FVAD4ANP%2FVAD4ANv%2FmAD4AN%2F%2FfAD4AOP%2FaAD4AOf%2FjAD4AOv%2FbAD4AO%2F%2FcAD4APP%2FlAD4APf%2FXAD4AQABQAD4AmP%2FlAEAAJv%2F2AEAAKv%2F2AEAAMv%2F2AEAANP%2F2AEAAOv%2F2AEAAO%2F%2F2AEAAPf%2FwAEQACv%2FlAEQADP%2FoAEQADf%2FsAEQAIv%2FkAEQAQP%2FiAEQAWf%2FxAEQAWv%2F0AEQAXP%2FxAEQAYP%2FrAEQAaf%2FoAEUACv%2FbAEUADP%2FlAEUAEv%2FqAEUAIv%2FkAEUAQ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qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Ffont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3tRxAWwFs2tcuJRnI6xjmBdWjbgFNRHMHiF1uHYBfUR%2Fut5Ug2jXAaT96%2B9RH%2FFToRwIzGbKmVJ1AZQnoabSB1yyIg7ByAridHApPMjyw0OiV6RjSbCuzwLAvFizBliWJua1tsuAgvNPbmljYbpt8lkWam7b3XZiOiKJskMOtmfScnsbPW208knwjuXrXK4Q1iKIgNyYXXDVT9C2Ye%2F78GQ5BEEXfFdde2RwauOysdJNL5AzCy84ard%2FnGAVN8alecnFdgu5Gbd5DJTL%2BhHZK0vApVy3OfU8XTSJg1TlssivsPYUlIqvn66PzrVTymCc4wgF6SDNR0pDf%2B9Gp%2BVnsUH5WtpHYsuhOaey8zdwLN47V8MTbm78g687%2BP3cx6tcAeNpjYGRgYGBk8s0%2FzBIfz2%2FzlUGeZQNQhOFCWfF0GP0%2F8P8c1jusIkAuBwMTSBQAYwQM6HjaY2BkYGAV%2Bd8KJgP%2FXWG9wwAUQQGLAYqPBl942n1TvUoDQRCe1VM8kWARjNrZGIurBAsRBIuA2vkAFsJiKTYW4guIjT5ARMgTxCLoA1hcb5OgDyGHrY7f7M65e8fpLF%2B%2B2W%2FnZ2eTmGfaIJi5I0qGDlZZcD51QzTTJirZPAI9JIwVA%2BwT8L5nOdMaV0AuMJ%2BicRHq8of6LSD18fzq8ds7xjpwBnQiSI9V5QVl6NwPvgM15NXn%2FAtWZyj3W0HjEXitOc%2FdIdbetPdFTZ%2BP6t%2BX7xU0%2Fk6GJtOe1%2FB3arN0%2Fpmz1J4UZc%2BD6ExwjD7vioeGd5HvhvU%2BR%2BDZcGZ6YBPNfAi0G97iBPwFXqph2cW8%2BD7kjMfwtinHb6kLb6Wygk3cZytSEoptGrlScdHtLPeri1JKueACMZfU1ViJG1Sq5E43dIt7SZZFl1zuRhb%2FGOs44xFVDbrJzB5tYs35OmaXTrEmkv0DajnMWQB42mNgYNCCwk0MLxheMPrhgUuY2JiUmOqY2pjWMD1hdmPOY%2B5hPsLCwWLEksSyiOUOawzrLrYiti%2FsCuxJ7Kc45DiSOPZxmnG2cG7jvMelweXDNYXrEbcBdxf3KR4OngheLd443g18fHwZfFv4NfiX8T8TEBIIEZggsEpQS7BMcJsQl5CFUI3QAWEp4RLhCyJaIldEbURXiJ4RYxEzE0sQ2yD2TzxIfJkEk4SeRJbENIkNEg8k%2FklqSGZITpE8InlL8p2UmVSG1A6pb9Jx0ltkjGSmyDySlZF1kc2RnSK7R%2FaZnJ5cmdwB%2BST5SwpuCvsUjRTLFHcoOShNU9qhzKespGyhXKV8SPmBCpOKgUqcyjSVR6omqgmqe9RE1OrUnqkHqO9R%2F6FholGgsUZzgeYZLTUtL60WbS7tKh0OnQydXTpvdGV0O3S%2F6Gnopekt0ruhz6fvpl%2Bnv0n%2Fh4GdQYvBJUMhwwTDdYYvjFSM4oxmGd0zVjK2M84w3mYiYZJgssLkkqmO6TzTF2Z2ZjVmd8ylzP3MJ5lfsRCwcLJoszhhyWXpZdlhecZKxirHapbVPesF1ndsJGwCbBbZ%2FLA1sn1jZ2XXY3fFXsM%2Bz36V%2FS8HD4cGh2OOTI51ThJOK5zeOUs4OzmXOS9wPuUi4JLgss7lm2uU6zY3NrcSty1u39zN3Mvct7l%2F8xDzMPLw88jyaPM44ynkaeEZ59niucqLyUvPKwgAn3OqOQAAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAHjarZK9TgJBEMf%2Fd6CRaAyRhMLqCgsbL4ciglTGRPEjSiSKlnLycXJ86CEniU%2FhM9jYWPgIFkYfwd6nsDD%2Bd1mBIIUx3mZnfzs3MzszuwDCeIYG8UUwQxmAFgxxPeeuyxrmcaNYxzTuFAewi0fFQSTxqXgM11pC8TgS2oPiCUS1d8Uh8ofiSczpYcVT5LjiCPlY8Qui%2BncOr7D02y6%2FBTCrP%2Fm%2Bb5bdTrPi2I26Z9qNGtbRQBMdXMJBGRW0YOCecxEWYoiTCvxrYBunqHPdoX2bLOyrMKlZg8thDETw5K7Itci1TXlGy0124QRZZLDFU%2FexhxztMozlosTpMH6ZPge0L%2BOKGnFKjJ4WRwppHPL0PP3SI2P9jLQwFOu3GRhDfkeyDo%2F%2FG7IHgzllZQxLdquvrdCyBVvat3seJlYo06gxapUxhU2JWnFygR03sSxnEkvcpf5Y5eibGq315TDp7fKWm8zbUVl71Aqq%2FZtNnlkWmLnQtno9ycvXYbA6W2pF3aKfCayyC0Ja7Fr%2FPW70%2FHO4YM0OKxFvzf0C1MyPjwAAeNpt1VWUU2cYRuHsgxenQt1d8%2F3JOUnqAyR1d%2FcCLQVKO22pu7tQd3d3d3d3d3cXmGzumrWy3pWLs%2FNdPDMpZaWu1783l1Lpf14MnfzO6FbqVupfGkD30iR60JNe9KYP09CXfvRnAAMZxGCGMG3pW6ZjemZgKDMyEzMzC7MyG7MzB3MyF3MzD%2FMyH%2FOzAAuyEAuzCIuyGIuzBGWCRIUqOQU16jRYkqVYmmVYluVYng6GMZwRNGmxAiuyEiuzCquyGquzBmuyFmuzDuuyHuuzARuyERuzCZuyGZuzBVuyFVuzDduyHdszklGMZgd2ZAw7MZZxjGdnJrALu9LJbuzOHkxkT%2FZib%2FZhX%2FZjfw7gQA7iYA7hUA7jcI7gSI7iaI7hWI7jeE7gRE7iZE5hEqdyGqdzBmdyFmdzDudyHudzARdyERdzCZdyGZdzBVdyFVdzDddyHddzAzdyEzdzC7dyG7dzB3dyF3dzD%2FdyH%2FfzAA%2FyEA%2FzCI%2FyGI%2FzBE%2FyFE%2FzDM%2FyHM%2FzAi%2FyEi%2FzCq%2FyGq%2FzBm%2FyFm%2FzDu%2FyHu%2FzAR%2FyER%2FzCZ%2FyGZ%2FzBV%2FyFV%2FzDd%2FyHd%2FzAz%2FyEz%2FzC7%2FyG7%2FzB3%2FyF3%2FzD%2F9mpYwsy7pl3bMeWc%2BsV9Y765NNk%2FXN%2BmX9swHZwGxQNjgb0nPkmInjR0V7Uq%2FOsaPL5Y7ylE3l8tQNN7kVt%2BrmbuHW3LrbcDvam1rtzVvdm50TxrU%2FDBvRtZUY1rV5a3jXFn550Wo%2FXDNWK3dFmh7X9LimxzU9qulRTY9qelTTo5rlKLt2wk7YiaprL%2ByFvbAX9pK9ZC%2FZS%2FaSvWQv2Uv2kr1kr2KvYq9ir2KvYq9ir2KvYq9ir2Kvaq9qr2qvaq9qr2qvaq9qr2qvai%2B3l9vL7eX2cnu5vdxebi%2B3l9sr7BV2CjuFncJOYaewU9gp7NTs1LyrZq9mr2avZq9mr2avZq9mr26vbq9ur26vbq9ur26vbq9ur26vYa9hr2GvYa9hr2GvYa%2FR7oXuQ%2Feh%2B2j%2FUU7e3C3cqc%2FV3fYdof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D92H7kP3ofvQfeg%2BdB%2B6D92H7kP3ofvQfRT29B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6j6nuG3Ya7U5q%2F0hN3nCTW3Gr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XAAAAAgAAAGQEsASvABoAHgAAAB4BDwEBMzIWHQEhNTQ2OwEBJyY%2BARYfATc2AyEnAwL2IAkKiAHTHhQe%2B1AeFB4B1IcKCSAkCm9wCXoBebbDBLMTIxC7%2FRYlFSoqFSUC6rcQJBQJEJSWEPwecAIWAAAAAAQAAABkBLAETAALABcAIwA3AAATITIWBwEGIicBJjYXARYUBwEGJjURNDYJATYWFREUBicBJjQHARYGIyEiJjcBNjIfARYyPwE2MhkEfgoFCP3MCBQI%2FcwIBQMBCAgI%2FvgICgoDjAEICAoKCP74CFwBbAgFCvuCCgUIAWwIFAikCBQIpAgUBEwKCP3JCAgCNwgK2v74CBQI%2FvgIBQoCJgoF%2FvABCAgFCv3aCgUIAQgIFID%2BlAgKCggBbAgIpAgIpAgAAAAD%2F%2FD%2F8AS6BLoACQANABAAAAAyHwEWFA8BJzcTAScJAQUTA%2BAmDpkNDWPWXyL9mdYCZv4f%2FrNuBLoNmQ4mDlzWYP50%2FZrWAmb8anABTwAAAAEAAAAABLAEsAAPAAABETMyFh0BITU0NjsBEQEhArz6FR384B0V%2Bv4MBLACiv3aHRUyMhUdAiYCJgAAAAEADgAIBEwEnAAfAAABJTYWFREUBgcGLgE2NzYXEQURFAYHBi4BNjc2FxE0NgFwAoUnMFNGT4gkV09IQv2oWEFPiCRXT0hCHQP5ow8eIvzBN1EXGSltchkYEAIJm%2F2iKmAVGilucRoYEQJ%2FJioAAAACAAn%2F%2BAS7BKcAHQApAAAAMh4CFQcXFAcBFgYPAQYiJwEGIycHIi4CND4BBCIOARQeATI%2BATQmAZDItoNOAQFOARMXARY7GikT%2Fu13jgUCZLaDTk6DAXKwlFZWlLCUVlYEp06DtmQCBY15%2Fu4aJRg6FBQBEk0BAU6Dtsi2g1tWlLCUVlaUsJQAAQBkAFgErwREABkAAAE%2BAh4CFRQOAwcuBDU0PgIeAQKJMHt4dVg2Q3mEqD4%2Bp4V4Qzhadnh5A7VESAUtU3ZAOXmAf7JVVbJ%2FgHk5QHZTLQVIAAAAAf%2FTAF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSM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BsgGzAbQBtQG2AbcBuAG5AboBuwG8Ab0BvgG%2FAcABwQHCAcMBxAHFAcYBxwHIAckBygHLAcwBzQHOAc8B0AHRAdIB0wHUAdUB1gHXAdgB2QHaAdsB3AHdAd4B3wHgAeEB4gHjAeQB5QHmAecB6AHpAeoB6wHsAe0B7gHvAfAB8QHyAfMB9AH1AfYB9wH4AfkB%2BgH7AfwB%2FQH%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%3D%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI1OyIgZD0iTTU1MCAxMjAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDUwaDE5MXEyMCAwIDI1LjUgLTExLjV0LTcuNSAtMjcuNWwtMzI3IC00MDBxLTEzIC0xNiAtMzIgLTE2dC0zMiAxNmwtMzI3IDQwMHEtMTMgMTYgLTcuNSAyNy41dDI1LjUgMTEuNWgxOTF2NDUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMTEyNSA0MDBoNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0zNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41IGgtMTA1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djM1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTc1aDkwMHYxNzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQwOyIgZD0iTTEwMCAyMDBoLTEwMHYxMDAwaDEwMHYtMTAwMHpNMzAwIDIwMGgtMTAwdjEwMDBoMTAwdi0xMDAwek03MDAgMjAwaC0yMDB2MTAwMGgyMDB2LTEwMDB6TTkwMCAyMDBoLTEwMHYxMDAwaDEwMHYtMTAwMHpNMTIwMCAyMDBoLTIwMHYxMDAwaDIwMHYtMTAwMHpNNDAwIDBoLTMwMHYxMDBoMzAwdi0xMDB6TTYwMCAwaC0xMDB2OTFoMTAwdi05MXpNODAwIDBoLTEwMHY5MWgxMDB2LTkxek0xMTAwIDBoLTIwMHY5MWgyMDB2LTkxeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNDE7IiBkPSJNNTAwIDEyMDBsNjgyIC02ODJxOCAtOCA4IC0xOHQtOCAtMThsLTQ2NCAtNDY0cS04IC04IC0xOCAtOHQtMTggOGwtNjgyIDY4MmwxIDQ3NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDQ3NHpNMzE5LjUgMTAyNC41cS0yOS41IDI5LjUgLTcxIDI5LjV0LTcxIC0yOS41dC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ0OyIgZD0iTTI1MCAxMjAwaDgwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTE1MGwtNDUwIDQ0NGwtNDUwIC00NDV2MTE1MXEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA0NTsiIGQ9Ik04MjIgMTIwMGgtNDQ0cS0xMSAwIC0xOSAtNy41dC05IC0xNy41bC03OCAtMzAxcS03IC0yNCA3IC00NWw1NyAtMTA4cTYgLTkgMTcuNSAtMTV0MjEuNSAtNmg0NTBxMTAgMCAyMS41IDZ0MTcuNSAxNWw2MiAxMDhxMTQgMjEgNyA0NWwtODMgMzAxcS0xIDEwIC05IDE3LjV0LTE5IDcuNXpNMTE3NSA4MDBoLTE1MHEtMTAgMCAtMjEgLTYuNXQtMTUgLTE1LjVsLTc4IC0xNTZxLTQgLTkgLTE1IC0xNS41dC0yMSAtNi41aC01NTAgcS0xMCAwIC0yMSA2LjV0LTE1IDE1LjVsLTc4IDE1NnEtNCA5IC0xNSAxNS41dC0yMSA2LjVoLTE1MHEtMTAgMCAtMTcuNSAtNy41dC03LjUgLTE3LjV2LTY1MHEwIC0xMCA3LjUgLTE3LjV0MTcuNSAtNy41aDE1MHExMCAwIDE3LjUgNy41dDcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDc1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCA3LjUgLTE3LjV0MTcuNSAtNy41aDE1MHExMCAwIDE3LjUgNy41IHQ3LjUgMTcuNXY2NTBxMCAxMCAtNy41IDE3LjV0LTE3LjUgNy41ek04NTAgMjAwaC01MDBxLTEwIDAgLTE5LjUgLTd0LTExLjUgLTE3bC0zOCAtMTUycS0yIC0xMCAzLjUgLTE3dDE1LjUgLTdoNjAwcTEwIDAgMTUuNSA3dDMuNSAxN2wtMzggMTUycS0yIDEwIC0xMS41IDE3dC0xOS41IDd6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA0NjsiIGQ9Ik01MDAgMTEwMGgyMDBxNTYgMCAxMDIuNSAtMjAuNXQ3Mi41IC01MHQ0NCAtNTl0MjUgLTUwLjVsNiAtMjBoMTUwcTQxIDAgNzAuNSAtMjkuNXQyOS41IC03MC41di02MDBxMCAtNDEgLTI5LjUgLTcwLjV0LTcwLjUgLTI5LjVoLTEwMDBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41djYwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjVoMTUwcTIgOCA2LjUgMjEuNXQyNCA0OHQ0NSA2MXQ3MiA0OHQxMDIuNSAyMS41ek05MDAgODAwdi0xMDAgaDEwMHYxMDBoLTEwMHpNNjAwIDczMHEtOTUgMCAtMTYyLjUgLTY3LjV0LTY3LjUgLTE2Mi41dDY3LjUgLTE2Mi41dDE2Mi41IC02Ny41dDE2Mi41IDY3LjV0NjcuNSAxNjIuNXQtNjcuNSAxNjIuNXQtMTYyLjUgNjcuNXpNNjAwIDYwM3E0MyAwIDczIC0zMHQzMCAtNzN0LTMwIC03M3QtNzMgLTMwdC03MyAzMHQtMzAgNzN0MzAgNzN0NzMgMzB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA0NzsiIGQ9Ik02ODEgMTE5OWwzODUgLTk5OHEyMCAtNTAgNjAgLTkycTE4IC0xOSAzNi41IC0yOS41dDI3LjUgLTExLjVsMTAgLTJ2LTY2aC00MTd2NjZxNTMgMCA3NSA0My41dDUgODguNWwtODIgMjIyaC0zOTFxLTU4IC0xNDUgLTkyIC0yMzRxLTExIC0zNCAtNi41IC01N3QyNS41IC0zN3Q0NiAtMjB0NTUgLTZ2LTY2aC0zNjV2NjZxNTYgMjQgODQgNTJxMTIgMTIgMjUgMzAuNXQyMCAzMS41bDcgMTNsMzk5IDEwMDZoOTN6TTQxNiA1MjFoMzQwIGwtMTYyIDQ1N3oiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc1OyIgZD0iTTUwMCA2MTJ2NDM4cTAgMjEgMTAuNSAyNXQyNS41IC0xMGw0OTIgLTQ4MHExNSAtMTQgMTUgLTM1dC0xNSAtMzVsLTQ5MiAtNDgwcS0xNSAtMTQgLTI1LjUgLTEwdC0xMC41IDI1djQzOGwtNDY0IC00NTNxLTE1IC0xNCAtMjUuNSAtMTB0LTEwLjUgMjV2MTAwMHEwIDIxIDEwLjUgMjV0MjUuNSAtMTB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3NjsiIGQ9Ik0xMDQ4IDExMDJsMTAwIDFxMjAgMCAzNSAtMTQuNXQxNSAtMzUuNWw1IC0xMDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41bC0xMDAgLTFxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41bC0yIDQzN2wtNDYzIC00NTRxLTE0IC0xNSAtMjQuNSAtMTAuNXQtMTAuNSAyNS41bC0yIDQzN2wtNDYyIC00NTVxLTE1IC0xNCAtMjUuNSAtOS41dC0xMC41IDI0LjVsLTUgMTAwMHEwIDIxIDEwLjUgMjUuNXQyNS41IC0xMC41bDQ2NiAtNDUwIGwtMiA0MzhxMCAyMCAxMC41IDI0LjV0MjUuNSAtOS41bDQ2NiAtNDUxbC0yIDQzOHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3NzsiIGQ9Ik04NTAgMTEwMGgxMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NDM4bC00NjQgLTQ1M3EtMTUgLTE0IC0yNS41IC0xMHQtMTAuNSAyNXYxMDAwcTAgMjEgMTAuNSAyNXQyNS41IC0xMGw0NjQgLTQ1M3Y0MzhxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNzg7IiBkPSJNNjg2IDEwODFsNTAxIC01NDBxMTUgLTE1IDEwLjUgLTI2dC0yNi41IC0xMWgtMTA0MnEtMjIgMCAtMjYuNSAxMXQxMC41IDI2bDUwMSA1NDBxMTUgMTUgMzYgMTV0MzYgLTE1ek0xNTAgNDAwaDEwMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTAzOyIgZD0iTTExNjUgMTE5MHE4IDMgMjEgLTYuNXQxMyAtMTcuNXEtMiAtMTc4IC0yNC41IC0zMjMuNXQtNTUuNSAtMjQ1LjV0LTg3IC0xNzQuNXQtMTAyLjUgLTExOC41dC0xMTggLTY4LjV0LTExOC41IC0zM3QtMTIwIC00LjV0LTEwNSA5LjV0LTkwIDE2LjVxLTYxIDEyIC03OCAxMXEtNCAxIC0xMi41IDB0LTM0IC0xNC41dC01Mi41IC00MC41bC0xNTMgLTE1M3EtMjYgLTI0IC0zNyAtMTQuNXQtMTEgNDMuNXEwIDY0IDQyIDEwMnE4IDggNTAuNSA0NSB0NjYuNSA1OHExOSAxNyAzNSA0N3QxMyA2MXEtOSA1NSAtMTAgMTAyLjV0NyAxMTF0MzcgMTMwdDc4IDEyOS41cTM5IDUxIDgwIDg4dDg5LjUgNjMuNXQ5NC41IDQ1dDExMy41IDM2dDEyOSAzMXQxNTcuNSAzN3QxODIgNDcuNXpNMTExNiAxMDk4cS04IDkgLTIyLjUgLTN0LTQ1LjUgLTUwcS0zOCAtNDcgLTExOSAtMTAzLjV0LTE0MiAtODkuNWwtNjIgLTMzcS01NiAtMzAgLTEwMiAtNTd0LTEwNCAtNjh0LTEwMi41IC04MC41dC04NS41IC05MSB0LTY0IC0xMDQuNXEtMjQgLTU2IC0zMSAtODZ0MiAtMzJ0MzEuNSAxNy41dDU1LjUgNTkuNXEyNSAzMCA5NCA3NS41dDEyNS41IDc3LjV0MTQ3LjUgODFxNzAgMzcgMTE4LjUgNjl0MTAyIDc5LjV0OTkgMTExdDg2LjUgMTQ4LjVxMjIgNTAgMjQgNjB0LTYgMTl6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwNDsiIGQ9Ik02NTMgMTIzMXEtMzkgLTY3IC01NC41IC0xMzF0LTEwLjUgLTExNC41dDI0LjUgLTk2LjV0NDcuNSAtODB0NjMuNSAtNjIuNXQ2OC41IC00Ni41dDY1IC0zMHEtNCA3IC0xNy41IDM1dC0xOC41IDM5LjV0LTE3IDM5LjV0LTE3IDQzdC0xMyA0MnQtOS41IDQ0LjV0LTIgNDJ0NCA0M3QxMy41IDM5dDIzIDM4LjVxOTYgLTQyIDE2NSAtMTA3LjV0MTA1IC0xMzh0NTIgLTE1NnQxMyAtMTU5dC0xOSAtMTQ5LjVxLTEzIC01NSAtNDQgLTEwNi41IHQtNjggLTg3dC03OC41IC02NC41dC03Mi41IC00NXQtNTMgLTIycS03MiAtMjIgLTEyNyAtMTFxLTMxIDYgLTEzIDE5cTYgMyAxNyA3cTEzIDUgMzIuNSAyMXQ0MSA0NHQzOC41IDYzLjV0MjEuNSA4MS41dC02LjUgOTQuNXQtNTAgMTA3dC0xMDQgMTE1LjVxMTAgLTEwNCAtMC41IC0xODl0LTM3IC0xNDAuNXQtNjUgLTkzdC04NCAtNTJ0LTkzLjUgLTExdC05NSAyNC41cS04MCAzNiAtMTMxLjUgMTE0dC01My41IDE3MXEtMiAyMyAwIDQ5LjUgdDQuNSA1Mi41dDEzLjUgNTZ0MjcuNSA2MHQ0NiA2NC41dDY5LjUgNjguNXEtOCAtNTMgLTUgLTEwMi41dDE3LjUgLTkwdDM0IC02OC41dDQ0LjUgLTM5dDQ5IC0ycTMxIDEzIDM4LjUgMzZ0LTQuNSA1NXQtMjkgNjQuNXQtMzYgNzV0LTI2IDc1LjVxLTE1IDg1IDIgMTYxLjV0NTMuNSAxMjguNXQ4NS41IDkyLjV0OTMuNSA2MXQ4MS41IDI1LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwNTsiIGQ9Ik02MDAgMTA5NHE4MiAwIDE2MC41IC0yMi41dDE0MCAtNTl0MTE2LjUgLTgyLjV0OTQuNSAtOTV0NjggLTk1dDQyLjUgLTgyLjV0MTQgLTU3LjV0LTE0IC01Ny41dC00MyAtODIuNXQtNjguNSAtOTV0LTk0LjUgLTk1dC0xMTYuNSAtODIuNXQtMTQwIC01OXQtMTU5LjUgLTIyLjV0LTE1OS41IDIyLjV0LTE0MCA1OXQtMTE2LjUgODIuNXQtOTQuNSA5NXQtNjguNSA5NXQtNDMgODIuNXQtMTQgNTcuNXQxNCA1Ny41dDQyLjUgODIuNXQ2OCA5NSB0OTQuNSA5NXQxMTYuNSA4Mi41dDE0MCA1OXQxNjAuNSAyMi41ek04ODggODI5cS0xNSAxNSAtMTggMTJ0NSAtMjJxMjUgLTU3IDI1IC0xMTlxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4dC0yMTIgODh0LTg4IDIxMnEwIDU5IDIzIDExNHE4IDE5IDQuNSAyMnQtMTcuNSAtMTJxLTcwIC02OSAtMTYwIC0xODRxLTEzIC0xNiAtMTUgLTQwLjV0OSAtNDIuNXEyMiAtMzYgNDcgLTcxdDcwIC04MnQ5Mi41IC04MXQxMTMgLTU4LjV0MTMzLjUgLTI0LjUgdDEzMy41IDI0dDExMyA1OC41dDkyLjUgODEuNXQ3MCA4MS41dDQ3IDcwLjVxMTEgMTggOSA0Mi41dC0xNCA0MS41cS05MCAxMTcgLTE2MyAxODl6TTQ0OCA3MjdsLTM1IC0zNnEtMTUgLTE1IC0xOS41IC0zOC41dDQuNSAtNDEuNXEzNyAtNjggOTMgLTExNnExNiAtMTMgMzguNSAtMTF0MzYuNSAxN2wzNSAzNHExNCAxNSAxMi41IDMzLjV0LTE2LjUgMzMuNXEtNDQgNDQgLTg5IDExN3EtMTEgMTggLTI4IDIwdC0zMiAtMTJ6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwNjsiIGQ9Ik01OTIgMGgtMTQ4bDMxIDEyMHEtOTEgMjAgLTE3NS41IDY4LjV0LTE0My41IDEwNi41dC0xMDMuNSAxMTl0LTY2LjUgMTEwdC0yMiA3NnEwIDIxIDE0IDU3LjV0NDIuNSA4Mi41dDY4IDk1dDk0LjUgOTV0MTE2LjUgODIuNXQxNDAgNTl0MTYwLjUgMjIuNXE2MSAwIDEyNiAtMTVsMzIgMTIxaDE0OHpNOTQ0IDc3MGw0NyAxODFxMTA4IC04NSAxNzYuNSAtMTkydDY4LjUgLTE1OXEwIC0yNiAtMTkuNSAtNzF0LTU5LjUgLTEwMnQtOTMgLTExMiB0LTEyOSAtMTA0LjV0LTE1OCAtNzUuNWw0NiAxNzNxNzcgNDkgMTM2IDExN3Q5NyAxMzFxMTEgMTggOSA0Mi41dC0xNCA0MS41cS01NCA3MCAtMTA3IDEzMHpNMzEwIDgyNHEtNzAgLTY5IC0xNjAgLTE4NHEtMTMgLTE2IC0xNSAtNDAuNXQ5IC00Mi41cTE4IC0zMCAzOSAtNjB0NTcgLTcwLjV0NzQgLTczdDkwIC02MXQxMDUgLTQxLjVsNDEgMTU0cS0xMDcgMTggLTE3OC41IDEwMS41dC03MS41IDE5My41cTAgNTkgMjMgMTE0cTggMTkgNC41IDIyIHQtMTcuNSAtMTJ6TTQ0OCA3MjdsLTM1IC0zNnEtMTUgLTE1IC0xOS41IC0zOC41dDQuNSAtNDEuNXEzNyAtNjggOTMgLTExNnExNiAtMTMgMzguNSAtMTF0MzYuNSAxN2wxMiAxMWwyMiA4NmwtMyA0cS00NCA0NCAtODkgMTE3cS0xMSAxOCAtMjggMjB0LTMyIC0xMnoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTA3OyIgZD0iTS05MCAxMDBsNjQyIDEwNjZxMjAgMzEgNDggMjguNXQ0OCAtMzUuNWw2NDIgLTEwNTZxMjEgLTMyIDcuNSAtNjcuNXQtNTAuNSAtMzUuNWgtMTI5NHEtMzcgMCAtNTAuNSAzNHQ3LjUgNjZ6TTE1NSAyMDBoMzQ1djc1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNzVoMzQ1bC00NDUgNzIzek00OTYgNzAwaDIwOHEyMCAwIDMyIC0xNC41dDggLTM0LjVsLTU4IC0yNTIgcS00IC0yMCAtMjEuNSAtMzQuNXQtMzcuNSAtMTQuNWgtNTRxLTIwIDAgLTM3LjUgMTQuNXQtMjEuNSAzNC41bC01OCAyNTJxLTQgMjAgOCAzNC41dDMyIDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwODsiIGQ9Ik02NTAgMTIwMHE2MiAwIDEwNiAtNDR0NDQgLTEwNnYtMzM5bDM2MyAtMzI1cTE1IC0xNCAyNiAtMzguNXQxMSAtNDQuNXYtNDFxMCAtMjAgLTEyIC0yNi41dC0yOSA1LjVsLTM1OSAyNDl2LTI2M3ExMDAgLTkzIDEwMCAtMTEzdi02NHEwIC0yMSAtMTMgLTI5dC0zMiAxbC0yMDUgMTI4bC0yMDUgLTEyOHEtMTkgLTkgLTMyIC0xdC0xMyAyOXY2NHEwIDIwIDEwMCAxMTN2MjYzbC0zNTkgLTI0OXEtMTcgLTEyIC0yOSAtNS41dC0xMiAyNi41djQxIHEwIDIwIDExIDQ0LjV0MjYgMzguNWwzNjMgMzI1djMzOXEwIDYyIDQ0IDEwNnQxMDYgNDR6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwOTsiIGQ9Ik04NTAgMTIwMGgxMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUwaDUwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xNTBoLTExMDB2MTUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWg1MHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGg1MDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMTAwIDgwMHYtNzUwcTAgLTIxIC0xNC41IC0zNS41IHQtMzUuNSAtMTQuNWgtMTAwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NzUwaDExMDB6TTEwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTMwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTUwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTcwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTkwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMCA0MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTMwMCA0MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTUwMCA0MDAgdi0xMDBoMTAwdjEwMGgtMTAwek03MDAgNDAwdi0xMDBoMTAwdjEwMGgtMTAwek05MDAgNDAwdi0xMDBoMTAwdjEwMGgtMTAwek0xMDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek0zMDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek01MDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek03MDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek05MDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTA7IiBkPSJNMTEzNSAxMTY1bDI0OSAtMjMwcTE1IC0xNCAxNSAtMzV0LTE1IC0zNWwtMjQ5IC0yMzBxLTE0IC0xNCAtMjQuNSAtMTB0LTEwLjUgMjV2MTUwaC0xNTlsLTYwMCAtNjAwaC0yOTFxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoMjA5bDYwMCA2MDBoMjQxdjE1MHEwIDIxIDEwLjUgMjV0MjQuNSAtMTB6TTUyMiA4MTlsLTE0MSAtMTQxbC0xMjIgMTIyaC0yMDlxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDI5MXpNMTEzNSA1NjVsMjQ5IC0yMzBxMTUgLTE0IDE1IC0zNXQtMTUgLTM1bC0yNDkgLTIzMHEtMTQgLTE0IC0yNC41IC0xMHQtMTAuNSAyNXYxNTBoLTI0MWwtMTgxIDE4MWwxNDEgMTQxbDEyMiAtMTIyaDE1OXYxNTBxMCAyMSAxMC41IDI1dDI0LjUgLTEweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTE7IiBkPSJNMTAwIDExMDBoMTAwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtNjAwcTAgLTQxIC0yOS41IC03MC41dC03MC41IC0yOS41aC01OTZsLTMwNCAtMzAwdjMwMGgtMTAwcS00MSAwIC03MC41IDI5LjV0LTI5LjUgNzAuNXY2MDBxMCA0MSAyOS41IDcwLjV0NzAuNSAyOS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTI7IiBkPSJNMTUwIDEyMDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yNTBoLTMwMHYyNTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek04NTAgMTIwMGgyMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTI1MGgtMzAwdjI1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTExMDAgODAwdi0zMDBxMCAtNDEgLTMgLTc3LjV0LTE1IC04OS41dC0zMiAtOTZ0LTU4IC04OXQtODkgLTc3dC0xMjkgLTUxdC0xNzQgLTIwdC0xNzQgMjAgdC0xMjkgNTF0LTg5IDc3dC01OCA4OXQtMzIgOTZ0LTE1IDg5LjV0LTMgNzcuNXYzMDBoMzAwdi0yNTB2LTI3di00Mi41dDEuNSAtNDF0NSAtMzh0MTAgLTM1dDE2LjUgLTMwdDI1LjUgLTI0LjV0MzUgLTE5dDQ2LjUgLTEydDYwIC00dDYwIDQuNXQ0Ni41IDEyLjV0MzUgMTkuNXQyNSAyNS41dDE3IDMwLjV0MTAgMzV0NSAzOHQyIDQwLjV0LTAuNSA0MnYyNXYyNTBoMzAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTM7IiBkPSJNMTEwMCA0MTFsLTE5OCAtMTk5bC0zNTMgMzUzbC0zNTMgLTM1M2wtMTk3IDE5OWw1NTEgNTUxeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTQ7IiBkPSJNMTEwMSA3ODlsLTU1MCAtNTUxbC01NTEgNTUxbDE5OCAxOTlsMzUzIC0zNTNsMzUzIDM1M3oiIC8%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%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%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%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%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTk5OyIgZD0iTTcwMCAxMDB2MTAwaDQwMGwtMjcwIDMwMGgxNzBsLTI3MCAzMDBoMTcwbC0zMDAgMzMzbC0zMDAgLTMzM2gxNzBsLTI3MCAtMzAwaDE3MGwtMjcwIC0zMDBoNDAwdi0xMDBoLTUwcS0yMSAwIC0zNS41IC0xNC41dC0xNC41IC0zNS41di01MGg0MDB2NTBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjVoLTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDA7IiBkPSJNNjAwIDExNzlxOTQgMCAxNjcuNSAtNTYuNXQ5OS41IC0xNDUuNXE4OSAtNiAxNTAuNSAtNzEuNXQ2MS41IC0xNTUuNXEwIC02MSAtMjkuNSAtMTEyLjV0LTc5LjUgLTgyLjVxOSAtMjkgOSAtNTVxMCAtNzQgLTUyLjUgLTEyNi41dC0xMjYuNSAtNTIuNXEtNTUgMCAtMTAwIDMwdi0yNTFxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUwaC0zMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41djI1MXEtNDUgLTMwIC0xMDAgLTMwIHEtNzQgMCAtMTI2LjUgNTIuNXQtNTIuNSAxMjYuNXEwIDE4IDQgMzhxLTQ3IDIxIC03NS41IDY1dC0yOC41IDk3cTAgNzQgNTIuNSAxMjYuNXQxMjYuNSA1Mi41cTUgMCAyMyAtMnEwIDIgLTEgMTB0LTEgMTNxMCAxMTYgODEuNSAxOTcuNXQxOTcuNSA4MS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDE7IiBkPSJNMTAxMCAxMDEwcTExMSAtMTExIDE1MC41IC0yNjAuNXQwIC0yOTl0LTE1MC41IC0yNjAuNXEtODMgLTgzIC0xOTEuNSAtMTI2LjV0LTIxOC41IC00My41dC0yMTguNSA0My41dC0xOTEuNSAxMjYuNXEtMTExIDExMSAtMTUwLjUgMjYwLjV0MCAyOTl0MTUwLjUgMjYwLjVxODMgODMgMTkxLjUgMTI2LjV0MjE4LjUgNDMuNXQyMTguNSAtNDMuNXQxOTEuNSAtMTI2LjV6TTQ3NiAxMDY1cS00IDAgLTggLTFxLTEyMSAtMzQgLTIwOS41IC0xMjIuNSB0LTEyMi41IC0yMDkuNXEtNCAtMTIgMi41IC0yM3QxOC41IC0xNGwzNiAtOXEzIC0xIDcgLTFxMjMgMCAyOSAyMnEyNyA5NiA5OCAxNjZxNzAgNzEgMTY2IDk4cTExIDMgMTcuNSAxMy41dDMuNSAyMi41bC05IDM1cS0zIDEzIC0xNCAxOXEtNyA0IC0xNSA0ek01MTIgOTIwcS00IDAgLTkgLTJxLTgwIC0yNCAtMTM4LjUgLTgyLjV0LTgyLjUgLTEzOC41cS00IC0xMyAyIC0yNHQxOSAtMTRsMzQgLTlxNCAtMSA4IC0xcTIyIDAgMjggMjEgcTE4IDU4IDU4LjUgOTguNXQ5Ny41IDU4LjVxMTIgMyAxOCAxMy41dDMgMjEuNWwtOSAzNXEtMyAxMiAtMTQgMTlxLTcgNCAtMTUgNHpNNzE5LjUgNzE5LjVxLTQ5LjUgNDkuNSAtMTE5LjUgNDkuNXQtMTE5LjUgLTQ5LjV0LTQ5LjUgLTExOS41dDQ5LjUgLTExOS41dDExOS41IC00OS41dDExOS41IDQ5LjV0NDkuNSAxMTkuNXQtNDkuNSAxMTkuNXpNODU1IDU1MXEtMjIgMCAtMjggLTIxcS0xOCAtNTggLTU4LjUgLTk4LjV0LTk4LjUgLTU3LjUgcS0xMSAtNCAtMTcgLTE0LjV0LTMgLTIxLjVsOSAtMzVxMyAtMTIgMTQgLTE5cTcgLTQgMTUgLTRxNCAwIDkgMnE4MCAyNCAxMzguNSA4Mi41dDgyLjUgMTM4LjVxNCAxMyAtMi41IDI0dC0xOC41IDE0bC0zNCA5cS00IDEgLTggMXpNMTAwMCA1MTVxLTIzIDAgLTI5IC0yMnEtMjcgLTk2IC05OCAtMTY2cS03MCAtNzEgLTE2NiAtOThxLTExIC0zIC0xNy41IC0xMy41dC0zLjUgLTIyLjVsOSAtMzVxMyAtMTMgMTQgLTE5cTcgLTQgMTUgLTQgcTQgMCA4IDFxMTIxIDM0IDIwOS41IDEyMi41dDEyMi41IDIwOS41cTQgMTIgLTIuNSAyM3QtMTguNSAxNGwtMzYgOXEtMyAxIC03IDF6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwMjsiIGQ9Ik03MDAgODAwaDMwMHYtMzgwaC0xODB2MjAwaC0zNDB2LTIwMGgtMzgwdjc1NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDU3NXYtNDAwek0xMDAwIDkwMGgtMjAwdjIwMHpNNzAwIDMwMGgxNjJsLTIxMiAtMjEybC0yMTIgMjEyaDE2MnYyMDBoMTAwdi0yMDB6TTUyMCAwaC0zOTVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYzOTV6TTEwMDAgMjIwdi0xOTVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xOTV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwMzsiIGQ9Ik03MDAgODAwaDMwMHYtNTIwbC0zNTAgMzUwbC01NTAgLTU1MHYxMDk1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoNTc1di00MDB6TTEwMDAgOTAwaC0yMDB2MjAwek04NjIgMjAwaC0xNjJ2LTIwMGgtMTAwdjIwMGgtMTYybDIxMiAyMTJ6TTQ4MCAwaC0zNTVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1NWgzODB2LTgwek0xMDAwIDgwdi01NXEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1NXY4MGgxODB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwNDsiIGQ9Ik0xMTYyIDgwMGgtMTYydi0yMDBoMTAwbDEwMCAtMTAwaC0zMDB2MzAwaC0xNjJsMjEyIDIxMnpNMjAwIDgwMGgyMDBxMjcgMCA0MCAtMnQyOS41IC0xMC41dDIzLjUgLTMwdDcgLTU3LjVoMzAwdi0xMDBoLTYwMGwtMjAwIC0zNTB2NDUwaDEwMHEwIDM2IDcgNTcuNXQyMy41IDMwdDI5LjUgMTAuNXQ0MCAyek04MDAgNDAwaDI0MGwtMjQwIC00MDBoLTgwMGwzMDAgNTAwaDUwMHYtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDU7IiBkPSJNNjUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGg1MHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoNTB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMDAwIDg1MHYxNTBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTgwMCBxMCAtNDEgLTI5LjUgLTcwLjV0LTcwLjUgLTI5LjVoLTYwMHEtMSAwIC0yMCA0bDI0NiAyNDZsLTMyNiAzMjZ2MzI0cTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXYtMTUwcTAgLTYyIDQ0IC0xMDZ0MTA2IC00NGgzMDBxNjIgMCAxMDYgNDR0NDQgMTA2ek00MTIgMjUwbC0yMTIgLTIxMnYxNjJoLTIwMHYxMDBoMjAwdjE2MnoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlw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type=\"text\/css\">code{white-space: pre;}<\/style>\n<style type=\"text\/css\">\ndiv.sourceCode { overflow-x: auto; }\ntable.sourceCode, tr.sourceCode, td.lineNumbers, td.sourceCode {\n margin: 0; padding: 0; vertical-align: baseline; border: none; }\ntable.sourceCode { width: 100%; line-height: 100%; background-color: #f8f8f8; }\ntd.lineNumbers { text-align: right; padding-right: 4px; padding-left: 4px; color: #aaaaaa; border-right: 1px solid #aaaaaa; }\ntd.sourceCode { padding-left: 5px; }\npre, code { background-color: #f8f8f8; }\ncode > span.kw { color: #204a87; font-weight: bold; } \/* Keyword *\/\ncode > span.dt { color: #204a87; } \/* DataType *\/\ncode > span.dv { color: #0000cf; } \/* DecVal *\/\ncode > span.bn { color: #0000cf; } \/* BaseN *\/\ncode > span.fl { color: #0000cf; } \/* Float *\/\ncode > span.ch { color: #4e9a06; } \/* Char *\/\ncode > span.st { color: #4e9a06; } \/* String *\/\ncode > span.co { color: #8f5902; font-style: italic; } \/* Comment *\/\ncode > span.ot { color: #8f5902; } \/* Other *\/\ncode > span.al { color: #ef2929; } \/* Alert *\/\ncode > span.fu { color: #000000; } \/* Function *\/\ncode > span.er { color: #a40000; font-weight: bold; } \/* Error *\/\ncode > span.wa { color: #8f5902; font-weight: bold; font-style: italic; } \/* Warning *\/\ncode > span.cn { color: #000000; } \/* Constant *\/\ncode > span.sc { color: #000000; } \/* SpecialChar *\/\ncode > span.vs { color: #4e9a06; } \/* VerbatimString *\/\ncode > span.ss { color: #4e9a06; } \/* SpecialString *\/\ncode > span.im { } \/* Import *\/\ncode > span.va { color: #000000; } \/* Variable *\/\ncode > span.cf { color: #204a87; font-weight: bold; } \/* ControlFlow *\/\ncode > span.op { color: #ce5c00; font-weight: bold; } \/* Operator *\/\ncode > span.pp { color: #8f5902; font-style: italic; } \/* Preprocessor *\/\ncode > span.ex { } \/* Extension *\/\ncode > span.at { color: #c4a000; } \/* Attribute *\/\ncode > span.do { color: #8f5902; font-weight: bold; font-style: italic; } \/* Documentation *\/\ncode > span.an { color: #8f5902; font-weight: bold; font-style: italic; } \/* Annotation *\/\ncode > span.cv { color: #8f5902; font-weight: bold; font-style: italic; } \/* CommentVar *\/\ncode > span.in { color: #8f5902; font-weight: bold; font-style: italic; } \/* Information *\/\ndiv.sourceCode {\n overflow-x: visible;\n}\n<\/style>\n<style type=\"text\/css\">\n pre:not([class]) {\n background-color: white;\n }\n<\/style>\n\n\n<style type=\"text\/css\">\nh1 {\n font-size: 34px;\n}\nh1.title {\n font-size: 38px;\n}\nh2 {\n font-size: 30px;\n}\nh3 {\n font-size: 24px;\n}\nh4 {\n font-size: 18px;\n}\nh5 {\n font-size: 16px;\n}\nh6 {\n font-size: 12px;\n}\n.table th:not([align]) {\n text-align: left;\n}\n<\/style>\n\n\n<\/head>\n\n<body>\n\n<style type=\"text\/css\">\n.main-container {\n max-width: 940px;\n margin-left: auto;\n margin-right: auto;\n}\ncode {\n color: inherit;\n background-color: rgba(0, 0, 0, 0.04);\n}\nimg {\n max-width:100%;\n height: auto;\n}\n.tabbed-pane {\n padding-top: 12px;\n}\nbutton.code-folding-btn:focus {\n outline: none;\n}\n<\/style>\n\n\n\n<div class=\"container-fluid main-container\">\n\n\n<script>\n$(document).ready(function () {\n window.buildTabsets(\"TOC\");\n});\n<\/script>\n\n\n<style type=\"text\/css\">\n.code-folding-btn { margin-bottom: 4px; }\n<\/style>\n<script>\n$(document).ready(function () {\n window.initializeCodeFolding(\"show\" === \"show\");\n});\n<\/script>\n\n\n\n\n<script>\n$(document).ready(function () {\n\n \/\/ move toc-ignore selectors from section div to header\n $('div.section.toc-ignore')\n .removeClass('toc-ignore')\n .children('h1,h2,h3,h4,h5').addClass('toc-ignore');\n\n \/\/ establish options\n var options = {\n selectors: \"h1,h2,h3\",\n theme: \"bootstrap3\",\n context: '.toc-content',\n hashGenerator: function (text) {\n return text.replace(\/[.\\\\\/?&!#<>]\/g, '').replace(\/\\s\/g, '_').toLowerCase();\n },\n ignoreSelector: \".toc-ignore\",\n scrollTo: 0\n };\n options.showAndHide = true;\n options.smoothScroll = true;\n\n \/\/ tocify\n var toc = $(\"#TOC\").tocify(options).data(\"toc-tocify\");\n});\n<\/script>\n\n<style type=\"text\/css\">\n\n#TOC {\n margin: 25px 0px 20px 0px;\n}\n@media (max-width: 768px) {\n#TOC {\n position: relative;\n width: 100%;\n}\n}\n\n\n.toc-content {\n padding-left: 30px;\n padding-right: 40px;\n}\n\ndiv.main-container {\n max-width: 1200px;\n}\n\ndiv.tocify {\n width: 20%;\n max-width: 260px;\n max-height: 85%;\n}\n\n@media (min-width: 768px) and (max-width: 991px) {\n div.tocify {\n width: 25%;\n }\n}\n\n@media (max-width: 767px) {\n div.tocify {\n width: 100%;\n max-width: none;\n }\n}\n\n.tocify ul, .tocify li {\n line-height: 20px;\n}\n\n.tocify-subheader .tocify-item {\n font-size: 0.90em;\n padding-left: 25px;\n text-indent: 0;\n}\n\n.tocify .list-group-item {\n border-radius: 0px;\n}\n\n\n<\/style>\n\n\n<div class=\"row-fluid\">\n<div class=\"col-xs-12 col-sm-4 col-md-3\">\n<div id=\"TOC\" class=\"tocify\">\n<\/div>\n<\/div>\n\n<div class=\"toc-content col-xs-12 col-sm-8 col-md-9\">\n\n\n\n\n<div class=\"fluid-row\" id=\"header\">\n\n<div class=\"btn-group pull-right\">\n<button type=\"button\" class=\"btn btn-default btn-xs dropdown-toggle\" data-toggle=\"dropdown\" aria-haspopup=\"true\" aria-expanded=\"false\"><span>Code<\/span> <span class=\"caret\"><\/span><\/button>\n<ul class=\"dropdown-menu\" style=\"min-width: 50px;\">\n<li><a id=\"rmd-show-all-code\" href=\"#\">Show All Code<\/a><\/li>\n<li><a id=\"rmd-hide-all-code\" href=\"#\">Hide All Code<\/a><\/li>\n<\/ul>\n<\/div>\n\n\n\n<h1 class=\"title toc-ignore\">\u964d\u7ef4\u4e0e\u7279\u5f81\u7b5b\u9009<\/h1>\n\n<\/div>\n\n\n<div class=\"section level1\">\n<h1>1 \u964d\u7ef4\u4ecb\u7ecd<\/h1>\n<hr \/>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003\u5728\u73b0\u5b9e\u751f\u6d3b\u4e2d\uff0c\u5927\u591a\u6570\u6570\u636e\u96c6\u90fd\u6709\u9ad8\u7ef4\u5ea6\u7684\u53d8\u91cf\u6216\u7279\u5f81\uff0c\u800c\u7b97\u6cd5\u5728\u8ba1\u7b97\u8fd9\u4e9b\u9ad8\u5197\u4f59\u7279\u5f81\u65f6\uff0c\u9700\u8981\u5927\u91cf\u7684\u65f6\u95f4\u3002\u6240\u4ee5\u5728\u4fdd\u8bc1\u4e0d\u4e22\u5931\u5927\u91cf\u4fe1\u606f\u7684\u524d\u63d0\u4e0b\uff0c\u53ef\u4ee5\u5bf9\u6570\u636e\u8fdb\u884c\u65e0\u635f\u5f52\u7ea6\uff0c\u964d\u7ef4\u4e3b\u8981\u5206\u4e3a\u7279\u5f81\u63d0\u53d6\u548c\u7279\u5f81\u7b5b\u9009\u4e24\u7c7b\u3002\u7279\u5f81\u63d0\u53d6\u662f\u5c06\u9ad8\u7ef4\u6570\u636e\u6295\u5f71\u5230\u4f4e\u7ef4\u7a7a\u95f4\u4e2d\uff0c\u7279\u5f81\u63d0\u53d6\u5206\u4e3a\u7ebf\u6027\u63d0\u53d6\u548c\u975e\u7ebf\u6027\u63d0\u53d6\u3002\u7ebf\u6027\u63d0\u53d6\u5c1d\u8bd5\u627e\u5230\u4e00\u4e2a\u4eff\u5c04\u7a7a\u95f4\u6765\u8bf4\u660e\u6570\u636e\u5206\u5e03\u7684\u53d8\u5316\uff0c\u975e\u7ebf\u6027\u63d0\u53d6\u5bf9\u9ad8\u7ef4\u975e\u7ebf\u6027\u66f2\u7ebf\u5e73\u9762\u5206\u5e03\u7684\u6570\u636e\u975e\u5e38\u6709\u6548\u3002\u7279\u5f81\u7b5b\u9009\u662f\u901a\u8fc7\u4e00\u4e9b\u6307\u6807\u6765\u6311\u9009\u51fa\u5408\u9002\u7684\u7279\u5f81\u8fdb\u884c\u5efa\u6a21\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<div class=\"section level1\">\n<h1>2 \u7ebf\u6027\u7279\u5f81\u63d0\u53d6\u65b9\u6cd5<\/h1>\n<hr \/>\n<div id=\"pca\" class=\"section level2\">\n<h2>2.1 PCA\u4e3b\u6210\u5206\u5206\u6790<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003\u4e3b\u6210\u5206\u5206\u6790\u5c06\u7279\u5f81\u96c6\u7f29\u51cf\u4e3a\u80fd\u4ee3\u8868\u539f\u59cb\u7279\u5f81\u96c6\u7684\u5c0f\u90e8\u5206\u4e3b\u8981\u7279\u5f81\u5206\u91cf\uff0c\u5b83\u901a\u8fc7\u6b63\u4ea4\u53d8\u6362\u5c06\u67d0\u4e9b\u6709\u5173\u8054\u7684\u7279\u5f81\u8f6c\u6362\u4e3a\u4e3b\u6210\u5206\u3002<\/p>\n<p>\u2003\u2003PCA\u7b97\u6cd5\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u90e8\uff1a<\/p>\n<p>\u2003\u20031. \u627e\u5230\u5e73\u5747\u5411\u91cf<span class=\"math inline\">\$\\mu=\\frac{1}{n}\\sum^n_{i=1}{x_i}\$<\/span>;<\/p>\n<p>\u2003\u20032. \u8ba1\u7b97\u534f\u65b9\u5dee\u77e9\u9635<span class=\"math inline\">\$C=\\frac{1}{n}\\sum^n_{i=1}{(x_i-\\mu)}{(x_i-\\mu)}^T\$<\/span>;<\/p>\n<p>\u2003\u20033. \u8ba1\u7b97\u534f\u65b9\u5dee\u77e9\u9635C\u7684\u7279\u5f81\u5411\u91cf\u4ee5\u53ca\u7279\u5f81\u503c;<\/p>\n<p>\u2003\u20034. \u5bf9\u7279\u5f81\u503c\u6392\u5e8f\u5e76\u9009\u62e9\u524dK\u4e2a\u7279\u5f81\u503c;<\/p>\n<p>\u2003\u20035. \u6784\u5efa\u4e00\u4e2aD\u00d7K\u7684\u77e9\u9635U\uff0cD\u4e3a\u539f\u6570\u636e\u7ef4\u5ea6\u6570\uff0cK\u4e3a\u7279\u5f81\u5411\u91cf\u6570\uff0c\u6700\u540e<span class=\"math inline\">\$y=U^Tx\$<\/span>\u5c06\u6837\u672c\u8f6c\u6362\u4e3a\u65b0\u7684\u6570\u636e\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">data<\/span>(swiss)\nswiss <-<span class=\"st\"> <\/span>swiss[,<span class=\"op\">-<\/span><span class=\"dv\">1<\/span>]<span class=\"co\"># \u53bb\u6389\u7b2c\u4e00\u5217<\/span>\nswiss.pca <-<span class=\"st\"> <\/span><span class=\"kw\">prcomp<\/span>(swiss,<span class=\"dt\">center =<\/span> <span class=\"ot\">TRUE<\/span>,<span class=\"dt\">scale=<\/span><span class=\"ot\">TRUE<\/span>)<span class=\"co\"># \u4e3b\u6210\u5206\u5206\u6790<\/span>\n<span class=\"kw\">summary<\/span>(swiss.pca)<\/code><\/pre><\/div>\n<pre><code>## Importance of components:\n## PC1 PC2 PC3 PC4 PC5\n## Standard deviation 1.6228 1.0355 0.9033 0.55928 0.40675\n## Proportion of Variance 0.5267 0.2145 0.1632 0.06256 0.03309\n## Cumulative Proportion 0.5267 0.7411 0.9043 0.96691 1.00000<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">predict<\/span>(swiss.pca,<span class=\"dt\">newdata=<\/span><span class=\"kw\">head<\/span>(swiss,<span class=\"dv\">1<\/span>))<span class=\"co\"># \u8c03\u7528predict\u51fd\u6570\u8f93\u51fa\u539f\u59cbswiss\u6570\u636e\u7684\u7b2c\u4e00\u884c\u6570\u636e\u5728\u4e3b\u6210\u5206\u4e0a\u7684\u6570\u636e\u503c<\/span><\/code><\/pre><\/div>\n<pre><code>## PC1 PC2 PC3 PC4 PC5\n## Courtelary -0.9390479 0.8047122 -0.8118681 1.000307 0.4618643<\/code><\/pre>\n<p>\u2003\u2003\u53ef\u4ee5\u770b\u5230\u524d4\u4e2a\u4e3b\u6210\u5206\u5c31\u80fd\u89e3\u91ca\u6240\u6709\u7279\u5f81\u768496.69%\u3002\u800c\u7528\u4e3b\u6210\u5206\u5206\u6790\u540e\uff0c\u53ef\u4ee5\u5c06swiss\u6570\u636e\u96c6\u7684\u6bcf\u4e00\u884c\u90fd\u7528\u4e3b\u6210\u5206\u8868\u793a\u51fa\u6765\u65b0\u7684\u6570\u636e\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<div id=\"mds\" class=\"section level2\">\n<h2>2.2 MDS\u591a\u7ef4\u5c3a\u5ea6\u5206\u6790<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003MDS\u591a\u7ef4\u5c3a\u5ea6\u5206\u6790\u6cd5\u662f\u4e00\u79cd\u7ef4\u6570\u7f29\u51cf\u65b9\u6cd5\uff0c\u628a\u9ad8\u7ef4\u7684\u6570\u636e\u70b9\u6620\u5c04\u5230\u4e00\u4e2a\u4f4e\u7ef4\u7684\u6d41\u5f62\u4e0a\uff1b\u540c\u65f6\u4e5f\u662f\u4e00\u79cd\u53ef\u89c6\u5316\u65b9\u6cd5\uff0c\u5229\u75282D\u62163D\u7684MDS\u7ed3\u679c\u6295\u5f71\u540e\u7684\u5206\u5e03\u548c\u805a\u96c6\u6765\u7814\u7a76\u6570\u636e\u7684\u6027\u8d28\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">library<\/span>(ggplot2)\n<span class=\"kw\">data<\/span>(swiss)\nswiss.dist <-<span class=\"st\"> <\/span><span class=\"kw\">dist<\/span>(swiss)<span class=\"co\"># \u8ba1\u7b97\u8ddd\u79bb<\/span>\nswiss.mds <-<span class=\"st\"> <\/span><span class=\"kw\">cmdscale<\/span>(swiss.dist,<span class=\"dt\">k=<\/span><span class=\"dv\">2<\/span>,<span class=\"dt\">eig=<\/span>T)<span class=\"co\"># \u9009\u62e9\u4e8c\u7ef4\u7a7a\u95f4\u6700\u5927\u503c\u8fdb\u884c\u8ba1\u91cfMDS\u5206\u6790<\/span>\nswiss.mds<span class=\"op\">$<\/span>eig<span class=\"co\"># \u67e5\u770b\u6240\u6709\u7279\u5f81\u503c<\/span><\/code><\/pre><\/div>\n<pre><code>## [1] 8.839187e+04 2.146623e+04 6.683102e+03 1.041882e+03 6.153710e+02\n## [6] 2.847974e+02 1.718857e-11 1.055757e-11 6.353581e-12 4.313025e-12\n## [11] 3.096859e-12 2.205915e-12 2.081644e-12 2.027854e-12 1.995170e-12\n## [16] 1.768706e-12 1.710028e-12 1.689229e-12 1.368958e-12 1.292917e-12\n## [21] 1.011941e-12 6.688735e-13 6.069093e-13 5.290955e-13 3.429863e-13\n## [26] 1.641147e-13 7.494036e-14 3.532351e-14 -8.270456e-14 -3.319275e-13\n## [31] -4.524524e-13 -5.877947e-13 -9.702069e-13 -1.068181e-12 -1.106508e-12\n## [36] -1.174723e-12 -1.205118e-12 -1.214137e-12 -1.271281e-12 -1.335532e-12\n## [41] -1.514998e-12 -1.558048e-12 -1.789720e-12 -1.978327e-12 -2.077321e-12\n## [46] -2.263560e-12 -4.255388e-12<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\">prop <-<span class=\"st\"> <\/span><span class=\"kw\">sum<\/span>(<span class=\"kw\">abs<\/span>(swiss.mds<span class=\"op\">$<\/span>eig[<span class=\"dv\">1<\/span><span class=\"op\">:<\/span><span class=\"dv\">2<\/span>]))<span class=\"op\">\/<\/span><span class=\"kw\">sum<\/span>(<span class=\"kw\">abs<\/span>(swiss.mds<span class=\"op\">$<\/span>eig))<span class=\"co\"># \u67e5\u770b\u524d\u4e24\u4e2a\u7279\u5f81\u503c\u5728\u6240\u6709\u7279\u5f81\u503c\u4e2d\u7684\u6bd4\u4f8b\uff0c\u68c0\u6d4b\u80fd\u5426\u7528\u4e24\u4e2a\u7ef4\u5ea6\u7684\u8ddd\u79bb\u6765\u8868\u793a\u9ad8\u7ef4\u7a7a\u95f4\u4e2d\u8ddd\u79bb\uff0c\u8fbe\u52300.8\u8f83\u5408\u9002\u3002<\/span>\nprop<\/code><\/pre><\/div>\n<pre><code>## [1] 0.9272036<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\">x =<span class=\"st\"> <\/span>swiss.mds<span class=\"op\">$<\/span>points[,<span class=\"dv\">1<\/span>]\ny =<span class=\"st\"> <\/span>swiss.mds<span class=\"op\">$<\/span>points[,<span class=\"dv\">2<\/span>]\n<span class=\"kw\">ggplot<\/span>(<span class=\"kw\">data.frame<\/span>(x,y),<span class=\"kw\">aes<\/span>(x,y))<span class=\"op\">+<\/span><span class=\"kw\">geom_point<\/span>(<span class=\"dt\">shape=<\/span><span class=\"dv\">16<\/span>,<span class=\"dt\">size=<\/span><span class=\"dv\">3<\/span>,<span class=\"dt\">colour=<\/span><span class=\"st\">'red'<\/span>)<span class=\"op\">+<\/span><span class=\"kw\">geom_text<\/span>(<span class=\"dt\">hjust=<\/span><span class=\"op\">-<\/span><span class=\"fl\">0.1<\/span>,<span class=\"dt\">vjust=<\/span><span class=\"fl\">0.5<\/span>,<span class=\"dt\">alpha=<\/span><span class=\"fl\">0.5<\/span>,<span class=\"kw\">aes<\/span>(<span class=\"dt\">label =<\/span><span class=\"kw\">rownames<\/span>(swiss)))<\/code><\/pre><\/div>\n<p><img decoding=\"async\" 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AAAERDgAQAAIAICPAAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAAREOABAAAgAgI8AAAARECABwAAgAj8f9ayzLShyUBeAAAAAElFTkSuQmCC\" width=\"672\" \/><\/p>\n<p>\u2003\u2003\u6700\u7ec8\u75282D\u53ef\u89c6\u5316\u7ed3\u679c\u8868\u793a\u539f\u59cb\u9ad8\u7ef4\u6570\u636e\u96c6\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<div id=\"svd\" class=\"section level2\">\n<h2>2.3 SVD\u5947\u5f02\u503c\u5206\u89e3\u6cd5<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003SVD\u5947\u5f02\u503c\u5206\u89e3\u6cd5\u901a\u8fc7\u5947\u5f02\u503c\u5206\u89e3\uff0c\u5c06\u4e00\u4e2a\u77e9\u9635\u5206\u89e3\u4e3a\u4e24\u4e2a\u6b63\u4ea4\u77e9\u9635\u548c\u4e00\u4e2a\u5bf9\u89d2\u77e9\u9635\uff0c\u539f\u59cb\u77e9\u9635\u5c31\u7b49\u4e8e\u8fd9\u4e09\u4e2a\u77e9\u9635\u76f8\u4e58\u3002\u6bd4\u5982<span class=\"math inline\">\$m\u00d7n\$<\/span>\u7684\u77e9\u9635A\u7684SVD\u662f\u5c06A\u5206\u89e3\u4e3a\u4e09\u4e2a\u77e9\u9635\u7684\u4e58\u79ef<span class=\"math inline\">\$A=UDV^T\$<\/span>\u3002\u5176\u4e2d\uff0c<span class=\"math inline\">\$U\$<\/span>\u4e3a\u4e00\u4e2a<span class=\"math inline\">\$m\u00d7m\$<\/span>\u7684\u6b63\u4ea4\u77e9\u9635\uff0c<span class=\"math inline\">\$D\$<\/span>\u4e3a\u4e00\u4e2a<span class=\"math inline\">\$m\u00d7n\$<\/span>\u7684\u5bf9\u89d2\u77e9\u9635\uff0c<span class=\"math inline\">\$V\$<\/span>\u4e3a\u4e00\u4e2a<span class=\"math inline\">\$n\u00d7m\$<\/span>\u7684\u6b63\u4ea4\u77e9\u9635\u3002<\/p>\n<p>\u2003\u2003\u63a5\u4e0b\u6765\u4ecb\u7ecd\u4e00\u4e2a\u7528SVD\u8fdb\u884c\u56fe\u50cf\u538b\u7f29\u7684\u4f8b\u5b50\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">library<\/span>(bmp)\n\nrecoverimg <-<span class=\"st\"> <\/span><span class=\"cf\">function<\/span>(img.svd, k)<span class=\"co\"># \u53d6\u524dk\u4e2a\u5947\u5f02\u503c\u6765\u6062\u590d\u539f\u56fe\u7247<\/span>\n{\n u <-<span class=\"st\"> <\/span><span class=\"kw\">as.matrix<\/span>(img.svd<span class=\"op\">$<\/span>u[,<span class=\"dv\">1<\/span><span class=\"op\">:<\/span>k])\n v <-<span class=\"st\"> <\/span><span class=\"kw\">as.matrix<\/span>(img.svd<span class=\"op\">$<\/span>v[,<span class=\"dv\">1<\/span><span class=\"op\">:<\/span>k])\n d <-<span class=\"st\"> <\/span><span class=\"kw\">as.matrix<\/span>(<span class=\"kw\">diag<\/span>(img.svd<span class=\"op\">$<\/span>d)[<span class=\"dv\">1<\/span><span class=\"op\">:<\/span>k,<span class=\"dv\">1<\/span><span class=\"op\">:<\/span>k])\n <span class=\"kw\">image<\/span>(u<span class=\"op\">%*%<\/span>d<span class=\"op\">%*%<\/span><span class=\"kw\">t<\/span>(v))\n}\n\nlenna =<span class=\"st\"> <\/span><span class=\"kw\">read.bmp<\/span>(<span class=\"st\">"lena512.bmp"<\/span>)\nlenna =<span class=\"st\"> <\/span><span class=\"kw\">t<\/span>(lenna)[,<span class=\"kw\">nrow<\/span>(lenna)<span class=\"op\">:<\/span><span class=\"dv\">1<\/span>]\n<span class=\"kw\">image<\/span>(lenna)<\/code><\/pre><\/div>\n<p><img decoding=\"async\" src=\"data:image\/png;base64,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\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\" width=\"672\" \/><\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\">lenna.svd <-<span class=\"st\"> <\/span><span class=\"kw\">svd<\/span>(lenna)<span class=\"co\"># SVD\u5206\u89e3<\/span>\nks =<span class=\"st\"> <\/span><span class=\"kw\">c<\/span>(<span class=\"dv\">3<\/span>, <span class=\"dv\">18<\/span>, <span class=\"dv\">100<\/span>)\n<span class=\"cf\">for<\/span>(i <span class=\"cf\">in<\/span> ks)\n{\n m =<span class=\"st\"> <\/span><span class=\"kw\">recoverimg<\/span>(lenna.svd, i)\n <span class=\"kw\">par<\/span>(m)\n}<\/code><\/pre><\/div>\n<p><img decoding=\"async\" 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\" 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\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AgWYBAowCRRgEijAJFCASaAAk0ABJoECTAIFmAQKMAkUYBIowCRQgEmgAJNAASaBAkwCBZgECjAJFGASKMAkUIBJoACTQAEmgQJMAgWYBAowCRRgEijAJFCASaAAk0ABJoECTAIFmAQKMAkUYBIowCRQgEmgAJNAASaBAkwCBZgECjAJFGASKMAkUIBJoACTQAEmgQJMAgWYBAowCRRgEijAJFCASaAAk0ABJoECTAIFmAQKMAkUYBIowCRQgEmgAJNAASaBAkwCBZgECjAJFGASKMAkUIBJoACTQAEmgQJMAejVUHhLNud4AAAAAElFTkSuQmCC\" width=\"672\" \/><\/p>\n<p>\u2003\u2003\u53ef\u4ee5\u770b\u51fa\uff0c\u5f53\u53d63\u4e2a\u6210\u5206\u65f6\uff0c\u56fe\u50cf\u5b8c\u5168\u4e0d\u53ef\u5206\u8fa8\uff0c\u4f46\u8fd8\u662f\u53ef\u4ee5\u770b\u51fa\u539f\u59cb\u56fe\u7247\u7684\u6574\u4f53\u8272\u8c03\u3002\u53d6 18\u4e2a\u6210\u5206\u65f6\uff0c\u5df2\u7ecf\u53ef\u4ee5\u770b\u51fa\u4eba\u7269\u7684\u8f6e\u5ed3\u3002\u800c\u7ee7\u7eed\u589e\u52a0k\u7684\u53d6\u503c\uff0c\u4f1a\u8ba9\u56fe\u7247\u7684\u7ec6\u8282\u66f4\u52a0\u6e05\u6670\uff1b\u5f53\u589e\u52a0\u5230 100\u65f6\uff0c\u5df2\u7ecf\u51e0\u4e4e\u4e0e\u539f\u56fe\u770b\u4e0d\u51fa\u533a\u522b\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<\/div>\n<div class=\"section level1\">\n<h1>3 \u975e\u7ebf\u6027\u7279\u5f81\u63d0\u53d6\u6cd5<\/h1>\n<hr \/>\n<div id=\"isomap\" class=\"section level2\">\n<h2>3.1 ISOMAP<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003ISOMAP\u652f\u6301\u7ebf\u6027\u7a7a\u95f4\u5230\u975e\u7ebf\u6027\u7a7a\u95f4\u7684\u8f6c\u6362\uff0c\u7b97\u6cd5\u9996\u5148\u786e\u5b9a\u4f46\u6bcf\u4e2a\u70b9\u7684\u8fd1\u90bb\u70b9\uff0c\u7136\u540e\u6784\u5efa\u90bb\u63a5\u56fe\uff0c\u8ba1\u7b97\u4e24\u70b9\u95f4\u7684\u6700\u77ed\u8def\u5f84\uff0c\u6700\u540e\u901a\u8fc7MDS\u5206\u6790\u627e\u5230\u6570\u636e\u95f4\u7684\u4f4e\u7ef4\u5d4c\u5165\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">library<\/span>(RnavGraphImageData)\n<span class=\"kw\">library<\/span>(vegan)\nop <-<span class=\"st\"> <\/span><span class=\"kw\">par<\/span>(<span class=\"dt\">mar=<\/span><span class=\"kw\">c<\/span>(<span class=\"dv\">4<\/span>,<span class=\"dv\">4<\/span>,<span class=\"dv\">1<\/span>,<span class=\"dv\">1<\/span>)<span class=\"op\">+<\/span><span class=\"fl\">0.2<\/span>, <span class=\"dt\">mfrow=<\/span><span class=\"kw\">c<\/span>(<span class=\"dv\">2<\/span>,<span class=\"dv\">2<\/span>))<span class=\"co\"># \u5c06\u51e0\u4e2a\u56fe\u7ed3\u5408\u6210\u540c\u4e00\u80cc\u666f\u4e0b<\/span>\n<span class=\"kw\">data<\/span>(BCI)\ndis <-<span class=\"st\"> <\/span><span class=\"kw\">vegdist<\/span>(BCI)<span class=\"co\"># \u8c03\u7528vegdist\u8ba1\u7b97\u5bf9\u8c61\u4e4b\u95f4\u7684\u76f8\u5f02\u5ea6<\/span>\ntr <-<span class=\"st\"> <\/span><span class=\"kw\">spantree<\/span>(dis)<span class=\"co\"># \u6700\u5c0f\u751f\u6210\u6811<\/span>\npl <-<span class=\"st\"> <\/span><span class=\"kw\">ordiplot<\/span>(<span class=\"kw\">cmdscale<\/span>(dis), <span class=\"dt\">main=<\/span><span class=\"st\">"cmdscale"<\/span>)\n<span class=\"kw\">lines<\/span>(tr, pl, <span class=\"dt\">col=<\/span><span class=\"st\">"red"<\/span>)\nord <-<span class=\"st\"> <\/span><span class=\"kw\">isomap<\/span>(dis, <span class=\"dt\">k=<\/span><span class=\"dv\">3<\/span>)<span class=\"co\"># \u8c03\u7528isomap\u8fdb\u884c\u964d\u7ef4<\/span>\nord<\/code><\/pre><\/div>\n<pre><code>## \n## Isometric Feature Mapping (isomap)\n## \n## Call:\n## isomap(dist = dis, k = 3) \n## \n## Distance method: bray shortest isomap \n## Criterion: k = 3<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\">pl <-<span class=\"st\"> <\/span><span class=\"kw\">plot<\/span>(ord, <span class=\"dt\">main=<\/span><span class=\"st\">"isomap k=3"<\/span>)\n<span class=\"kw\">lines<\/span>(tr, pl, <span class=\"dt\">col=<\/span><span class=\"st\">"red"<\/span>)\npl <-<span class=\"st\"> <\/span><span class=\"kw\">plot<\/span>(<span class=\"kw\">isomap<\/span>(dis, <span class=\"dt\">k=<\/span><span class=\"dv\">5<\/span>), <span class=\"dt\">main=<\/span><span class=\"st\">"isomap k=5"<\/span>)\n<span class=\"kw\">lines<\/span>(tr, pl, <span class=\"dt\">col=<\/span><span class=\"st\">"red"<\/span>)\npl <-<span class=\"st\"> <\/span><span class=\"kw\">plot<\/span>(<span class=\"kw\">isomap<\/span>(dis, <span class=\"dt\">epsilon=<\/span><span class=\"fl\">0.45<\/span>), <span class=\"dt\">main=<\/span><span class=\"st\">"isomap epsilon=0.45"<\/span>)\n<span class=\"kw\">lines<\/span>(tr, pl, <span class=\"dt\">col=<\/span><span class=\"st\">"red"<\/span>)<\/code><\/pre><\/div>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">par<\/span>(op)\ndom <-<span class=\"st\"> <\/span><span class=\"kw\">apply<\/span>(BCI, <span class=\"dv\">1<\/span>, which.max)<span class=\"co\">#\u5bf9BCI\u6570\u636e\u96c6\u7684\u884c\u53d6\u6700\u5927\u503c<\/span>\nop <-<span class=\"st\"> <\/span><span class=\"kw\">palette<\/span>(<span class=\"kw\">c<\/span>(<span class=\"kw\">palette<\/span>(<span class=\"st\">"default"<\/span>), <span class=\"st\">"sienna"<\/span>))\n<span class=\"kw\">plot<\/span>(ord, <span class=\"dt\">pch =<\/span> <span class=\"dv\">16<\/span>, <span class=\"dt\">col =<\/span> dom, <span class=\"dt\">n.col =<\/span> dom) <\/code><\/pre><\/div>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">palette<\/span>(op)<\/code><\/pre><\/div>\n<p><\/font><\/p>\n<\/div>\n<div id=\"lle\" class=\"section level2\">\n<h2>3.2 LLE\u5c40\u90e8\u7ebf\u6027\u5d4c\u5165\u6cd5<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"> \u2003\u2003\u548c\u4f20\u7edf\u7684PCA\uff0cLDA\u7b49\u5173\u6ce8\u6837\u672c\u65b9\u5dee\u7684\u964d\u7ef4\u65b9\u6cd5\u76f8\u6bd4\uff0cLLE\u5728\u964d\u7ef4\u65f6\u4fdd\u6301\u4e86\u6837\u672c\u7684\u5c40\u90e8\u7279\u5f81\u3002LLE\u7b97\u6cd5\u9996\u5148\u5047\u8bbe\u6570\u636e\u5728\u8f83\u5c0f\u7684\u5c40\u90e8\u662f\u7ebf\u6027\u7684\uff0c\u4e5f\u5c31\u662f\u8bf4\uff0c\u67d0\u4e00\u4e2a\u6570\u636e\u53ef\u4ee5\u7531\u5b83\u90bb\u57df\u4e2d\u7684\u51e0\u4e2a\u6837\u672c\u6765\u7ebf\u6027\u8868\u793a\u3002\u901a\u8fc7\u8ba1\u7b97\u6bcf\u4e2a\u6570\u636e\u70b9\u7684<span class=\"math inline\">\$k\$<\/span>\u4e2a\u8fd1\u90bb\uff0c\u7136\u540e\u8ba1\u7b97\u6bcf\u4e2a\u8fd1\u90bb\u7684\u6743\u503c\uff0c\u4f7f\u5f97\u6bcf\u4e2a\u70b9\u90fd\u80fd\u6700\u4f18\u5730\u7531\u5176\u8fd1\u90bb\u70b9\u7ec4\u5408\u91cd\u6784\uff0c\u5373\u6b8b\u5dee\u548c\u6700\u5c0f\u3002\u6700\u540e\u7b2c\u4e09\u6b65\u5c31\u662f\u5229\u7528\u6743\u91cd\u7cfb\u6570\u6765\u5728\u4f4e\u7ef4\u91cc\u91cd\u6784\u6837\u672c\u6570\u636e\u3002<\/p>\n<p>\u2003\u2003\u8fd9\u91cc\u4f7f\u7528lle\u5305\u4e2d\u7684lle_scurve_data\u4e2d\u7684\u6570\u5b57\u6570\u636e\u4f5c\u4e3a\u8f93\u5165\u6570\u636e\u6e90\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">library<\/span>(lle)\n<span class=\"kw\">library<\/span>(rgl)\n<span class=\"kw\">data<\/span>(lle_scurve_data)\nX <-<span class=\"st\"> <\/span>lle_scurve_data\nY <-<span class=\"st\"> <\/span><span class=\"kw\">lle<\/span>(X,<span class=\"dt\">m=<\/span><span class=\"dv\">2<\/span>,<span class=\"dt\">k=<\/span><span class=\"dv\">12<\/span>,<span class=\"dt\">id=<\/span><span class=\"ot\">TRUE<\/span>)<span class=\"op\">$<\/span>Y<span class=\"co\"># \u5904\u7406\u6570\u636e\u96c6\uff0c\u4fdd\u7559\u7ef4\u5ea6\u8bbe\u4e3a2,\u90bb\u8fd1\u70b9\u8bbe\u4e3a12\u3002<\/span><\/code><\/pre><\/div>\n<pre><code>## finding neighbours\n## calculating weights\n## intrinsic dim: mean=2.47875, mode=2\n## computing coordinates<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">plot<\/span>(Y,<span class=\"dt\">main=<\/span><span class=\"st\">"embedded data"<\/span>,<span class=\"dt\">xlab=<\/span><span class=\"kw\">expression<\/span>(y[<span class=\"dv\">1<\/span>]),<span class=\"dt\">ylab=<\/span><span class=\"kw\">expression<\/span>(y[<span class=\"dv\">2<\/span>]))<span class=\"co\"># \u5d4c\u5165\u6570\u636e\u76842D\u6563\u70b9\u56fe<\/span><\/code><\/pre><\/div>\n<p><img decoding=\"async\" src=\"data:image\/png;base64,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\" width=\"672\" \/><\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">plot_lle<\/span>(Y,X,<span class=\"ot\">FALSE<\/span>,<span class=\"dt\">col=<\/span><span class=\"st\">"red"<\/span>,<span class=\"dt\">inter=<\/span><span class=\"ot\">TRUE<\/span>)<span class=\"co\">#\u8c03\u7528plot_lle\u51fd\u6570\u5c55\u793a\u964d\u7ef4\u7ed3\u679c<\/span><\/code><\/pre><\/div>\n<pre><code>## NULL<\/code><\/pre>\n<p><\/font><\/p>\n<\/div>\n<\/div>\n<div class=\"section level1\">\n<h1>4 \u7279\u5f81\u7b5b\u9009<\/h1>\n<hr \/>\n<div id=\"fselector\" class=\"section level2\">\n<h2>4.1 FSelector\u7279\u5f81\u7b5b\u9009<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003FSelector\u7b97\u6cd5\u5305\u63d0\u4f9b\u4e24\u79cd\u65b9\u6cd5\u5b8c\u6210\u4ece\u539f\u59cb\u7279\u5f81\u96c6\u4e2d\u6311\u9009\u51fa\u5177\u6709\u4ee3\u8868\u6027\u7684\u7279\u5f81\u3002\u9996\u5148\u8bbe\u5b9a\u6807\u51c6\uff0c\u7136\u540e\u6311\u9009\u51fa\u6ee1\u8db3\u8fd9\u4e9b\u6807\u51c6\u7684\u7279\u5f81\uff1b\u518d\u4ece\u7279\u5f81\u5b50\u96c6\u7a7a\u95f4\u4e2d\u627e\u5230\u4f18\u5316\u540e\u7684\u7279\u5f81\u5b50\u96c6\u3002<\/p>\n<p>\u2003\u2003FSelector\u7b97\u6cd5\u5305\u5305\u542b\u4ee5\u4e0b\u529f\u80fd\u51fd\u6570\uff1a<\/p>\n<p>\u2003\u2003* \u7279\u5f81\u5206\u7ea7\u7b97\u6cd5:cfs,chi.squared,information.gain,gain.ratio,symmetrical.uncertainty,linear.correlation,rank.correlation,oneR,relief,consistency,random.forest.importance<\/p>\n<p>\u2003\u2003* \u7279\u5f81\u7b5b\u9009\u7b97\u6cd5:best.first.search,backward.search,forward.search,hill.climbing.search<\/p>\n<p>\u2003\u2003* \u57fa\u4e8e\u6743\u91cd\u9009\u62e9\u7684\u7279\u5f81\u7b5b\u9009\u7b97\u6cd5:cutoff.k,cutoff.k.percent,cutoff.biggest.diff<\/p>\n<p>\u2003\u2003* \u521b\u5efa\u516c\u5f0f:as.simple.formula<\/p>\n<p>\u2003\u2003\u63a5\u4e0b\u6765\u4f7f\u7528mlbench\u5305\u4e2d\u7684HouseVotes84\u6570\u636e\u96c6\u5b8c\u6210\u7279\u5f81\u7b5b\u9009\u5de5\u4f5c\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">library<\/span>(FSelector)\n<span class=\"kw\">library<\/span>(mlbench)\n<span class=\"kw\">data<\/span>(HouseVotes84)\nweights <-<span class=\"st\"> <\/span><span class=\"kw\">random.forest.importance<\/span>(Class<span class=\"op\">~<\/span>., HouseVotes84,<span class=\"dt\">importance.type=<\/span><span class=\"dv\">1<\/span>)<span class=\"co\"># \u7279\u5f81\u5206\u7ea7<\/span>\nweights<\/code><\/pre><\/div>\n<pre><code>## attr_importance\n## V1 -2.1104098\n## V2 2.5813092\n## V3 24.7588884\n## V4 72.5693977\n## V5 21.2087899\n## V6 0.5148515\n## V7 6.4399234\n## V8 10.8738913\n## V9 6.2832401\n## V10 2.5652562\n## V11 19.1685941\n## V12 13.2107280\n## V13 14.1927730\n## V14 14.6204465\n## V15 11.3154532\n## V16 -1.0064487<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\">subset <-<span class=\"st\"> <\/span><span class=\"kw\">cutoff.k<\/span>(weights, <span class=\"dv\">5<\/span>)<span class=\"co\"># \u7279\u5f81\u7b5b\u9009\u51fa\u6743\u91cd\u6700\u9ad8\u7684\u4e94\u4e2a\u7279\u5f81<\/span>\nf <-<span class=\"st\"> <\/span><span class=\"kw\">as.simple.formula<\/span>(subset,<span class=\"st\">"Class"<\/span>)<span class=\"co\"># \u521b\u5efa\u516c\u5f0f\uff0c\u7b2c\u4e00\u4e2a\u53c2\u6570\u4e3a\u7279\u5f81\u96c6\uff0c\u7b2c\u4e8c\u4e2a\u53c2\u6570\u4e3a\u76ee\u6807\u7279\u5f81\u7684\u547d\u540d<\/span>\nf<\/code><\/pre><\/div>\n<pre><code>## Class ~ V4 + V3 + V5 + V11 + V14\n## <environment: 0x000000001e33e2d0><\/code><\/pre>\n<p>\u2003\u2003weights\u8fd9\u4e00\u7ed3\u679c\u663e\u793a\u4e86\u8fd916\u4e2a\u7279\u5f81\u7684\u91cd\u8981\u6027\uff0c\u9009\u53d6\u4ece\u5927\u5230\u5c0f\u524d5\u4e2a\u7279\u5f81\uff0c\u7ed3\u679c\u5206\u522b\u662fV4,V3,V11,V5,V14\u3002\u56e0\u6b64\u5c06\u8fd95\u4e2a\u7279\u5f81\u4f5c\u4e3a\u6700\u540e\u7684\u7b5b\u9009\u7ed3\u679c\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<div id=\"scree\" class=\"section level2\">\n<h2>4.2 scree\u6d4b\u8bd5\u786e\u5b9a\u4e3b\u6210\u5206\u6570<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003\u4e3b\u6210\u5206\u7528\u6765\u8868\u793a\u539f\u59cb\u7279\u5f81\u7684\u5927\u90e8\u5206\u65b9\u5dee\u3002\u788e\u77f3\u6d4b\u8bd5\u7684\u4e3b\u8981\u76ee\u7684\u662f\u5c06\u4e3b\u6210\u5206\u5206\u6790\u7ed3\u679c\u7528\u788e\u77f3\u56fe\u65b9\u5f0f\u8868\u793a\uff0c\u800c\u788e\u77f3\u56fe\u7684\u7eb5\u5750\u6807\u5c31\u662f\u6bcf\u4e2a\u4e3b\u6210\u5206\u7684\u65b9\u5dee\u3002\u901a\u8fc7\u627e\u5230\u56fe\u4e2d\u66f2\u7ebf\u659c\u7387\u53d8\u5316\u6700\u5feb\u7684\u56e0\u7d20\u6765\u786e\u8ba4\u4e3b\u6210\u5206\u6570\u3002<\/p>\n<p>\u2003\u2003\u4f7f\u7528swiss\u6570\u636e\u96c6\u5b8c\u6210\u7279\u5f81\u7b5b\u9009\u5de5\u4f5c\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">data<\/span>(swiss)\n<span class=\"kw\">head<\/span>(swiss)<\/code><\/pre><\/div>\n<pre><code>## Fertility Agriculture Examination Education Catholic\n## Courtelary 80.2 17.0 15 12 9.96\n## Delemont 83.1 45.1 6 9 84.84\n## Franches-Mnt 92.5 39.7 5 5 93.40\n## Moutier 85.8 36.5 12 7 33.77\n## Neuveville 76.9 43.5 17 15 5.16\n## Porrentruy 76.1 35.3 9 7 90.57\n## Infant.Mortality\n## Courtelary 22.2\n## Delemont 22.2\n## Franches-Mnt 20.2\n## Moutier 20.3\n## Neuveville 20.6\n## Porrentruy 26.6<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\">swiss.pca <-<span class=\"st\"> <\/span><span class=\"kw\">prcomp<\/span>(swiss, <span class=\"dt\">center=<\/span><span class=\"ot\">TRUE<\/span>,<span class=\"dt\">scale=<\/span><span class=\"ot\">TRUE<\/span>)<span class=\"co\"># \u4e3b\u6210\u5206\u5206\u6790Swiss\u6570\u636e<\/span>\n<span class=\"kw\">screeplot<\/span>(swiss.pca, <span class=\"dt\">type=<\/span><span class=\"st\">'line'<\/span>)<span class=\"co\"># \u4f7f\u7528screeplot\u7ed8\u5236\u6298\u7ebf\u56fe<\/span><\/code><\/pre><\/div>\n<p><img decoding=\"async\" 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o5SimgN8X259Gbq6u35f+Ps5lGQG2CQp5SCujldMvz9mRa0EQCqqCQpYQCOnjd672afzlqaToBVVDIT0IBrcayLOijYToBtQkKOUo0oNNPhE8moAoKGUo1oOURpf5PSQVUQSE3CQW0sg+0dN3rPXifTkBtgkJ+EgpoeRT+0eI\/H\/x7OgFVUMhOSgEtzwN9Urn859nonPqEAqqgkJeUAjp6J1K1l2+TCqhNUMhNUgEdfjhe7GXx74QCqqCQmbQCOhx8\/MvnhX+\/PU4qoAoKOUksoNvquGACClkR0IP6\/sAuCWjL3z\/qHw\/QiIAe2AoAuyOgB7cGwK4IaOtr0PkqADsioAe4CsBuCOhBrgOwCwLawTpEsBLADgho+6JYCWB7AtqBONYC2JaAdsAkHvIgoF2IZDWA7QhoJ2JZD2AbAtoJk3jIgYB2I5oVAcIJaEfiWRMglIB2xCQe0iegXYloVYAwAtqZmNYFCCGgnTGJh9QJaHeiWhmgOQHtUFxrAzQloB0yiYe0CWiXIlsdoBkB7VRs6wM0IaCdim19gCYEtFvRrRCwOQHtluNIkDAB7Vh8awRsSkC7FuEqAZsR0K6ZxEOyBLRzMa4TsAkB7V6UKwXcL8GADq5+v7i4+OXqc8Bjo2yVSTwkKrWAfvqhN\/fkXdOHx5mqONcKuE9aAb096S06+qnZAiJNVaSrBayXVECvj8toPj4d+7b8R\/9VoyVEWiqTeEhSSgH9+qwI5pvKDR+LoD74tckiYg1VrOsFrJNSQC9Xclkm9WmTRUQbqmhXDLhbQgEdvO71lifs173eN02OxkfbKZN4SFBCAS02N1fm63W3rRNvpuJdM+AuAhqLiFcNqJdQQIspfH\/5rKVspvAm8ZCghAI6PFupZblb9FGTRcQcqZjXDaiTUkBvjouCvq\/ccFv0c2WjdK2oIxX1ygGrUgpoeR5TUczTHy9KP4\/PpG90FlPcjTKJh8QkFdDhh+Olt3L2XzZbQNyJinvtgGVpBXQ4OK8mtP+i6RWZIk9U5KsHLEosoIXBp4vz09PTFxfvAq5nF3mhTOIhKekFdCuxByr29QOqBDQu0a8gMCegcTGJh4QIaGTiX0NgKvGArn8vfK9GiysXJoFVBMYENDYprCMwknVAV6UQpxTWESglHtDhl6s\/mtw9iTglsZJA+gFtKIk2mcRDIgQ0QmmsJSCgMUpkNeHQCWiMTOIhCYkFdHD+\/PGf\/mV+FZEcj8KXUllPOGydBPQq4DpKI78dL13GLteAprOicMhaCujg59Opx982a17F5ex0+OlnI2Uc0FTWFA5YOwG9XrySfGBAy89EOnpzdfW2\/P\/xIrINaEJrCoerlYDeLH0Sx5OwKfzldMvz9mRa0HwDmtKqwqFqJaDl1PvJz896\/f95XqSv\/ypsweVnGL+afzlqadYBTWdd4UC1EdAyd09HH+v+qrIZ2Vg1ltMPhM84oEmtKxymNgJaVK789PbLUUYr25ENLcSy+Ee5tJwDmtbKwiFqKaBl5a7HG42T\/2tuMZY3x2WVMw9oSmsLB6jFgBbJKyfvxb\/C5vBL265FiB+8zzqgia0tHJ6W9oGWlZuUs2nz5i4Xt12Lfz7496wDmtrqwqFp5Sj82Wgf6LyjW5wH+qRy+c+z5ieVJlYkk3iIWlunMZWbjuPD8NfBh+FHp0NVe\/k294Amt75wWFoJaHnIvIhmudfy3X88Cz2IVPhwvNjL4t95BzS9FYZD0tJbOUedK48Cja4F8lPwwgcf\/7Kw9Tp4e5x7QFNbYzggLV1M5OPJaPfnyaifL3f9LTeXXo7SW2M4HC1fzu7j6emLRp8Ct2MJ5ijBVYZDkdgFlbeVYI1M4iFaAhq9FNcZDoOAxi\/JlYZDsN+Ajk+aL89i2sUFlXexcim2yCQeIiWgCUhzrSF\/ew7o88ff\/Vr+76LvBLSZRFcbcmcfaApM4iFKApqEVNcb8tbK5ex+v\/il8gbM389fhH4u\/NaSDVGyKw45a\/GCyrX\/almyHTKJhwgJaCLSXXPI154D+ttp4c\/Hvf6fTqdOnMYUJOFVh1ztOaDlReRXBV8PdGsJV8gkHqKz7yn8WU0\/jzrbAE05oEmvO+Rp3wEdXFxc\/FxM4X+8mLna9XdsIOkIJb3ykKP2DyJ1KukGmcRDZDo4D7RLaSco7bWH\/LTyTqS3R292\/V0CJZ6gxFcfctPKFujrbT5HbqcSL5BJPETFPtCkpL7+kJeWtkAFdEeSHwDkpJV9oJddnju\/IPn+mMRDRNq5nN2H497Rj12e\/zmVfn7SHwHko5Up\/D+d\/tlHeuxKBkOAXLR0EMlnIu2MSTxEo5WA+kykXcphDJAHH+mRniwGATkQ0PSYxEMkBDRBeYwC0tdeQL9clJcUGfyx6+\/XSCbpyWQYkLq2Avrh2\/HR96\/Pjt7v+js2kEl5TOIhCi0F9O309KWvzzq9sEgu4cllHJC2dgJ6WX6Qx\/8+LgI6eN3rfbODi4OW1xgN2BuQTXiyGQikrJWAlh8t97LY+CxPoC8L+ipsyV+upsn8eDLaou1\/3zTF2XTHJB4i0EpAz0YXExkHdHgdemWR2VXxBm9n72nqN2xxPtnJZySQrhYvqDwJaLE5GjaHnwW0\/KTP8oPmn5cJbVbQjLKT0VAgVS1eUHkS0ODLK08fWGzC9sZz99vXTd9Xn1F1TOKhcwkG9Gy+D6Dcofq00cplFJ2cxgJpSm8Kv3AU6rrhMf2sopPVYCBFbR1EejoLaPDl6WcbspUt2Kabs1k1xyQeOtZKQK8n59CXrbtufOBnSkCX5TUaSE8rAS1n3f03ZUAH\/6cXfCL9fB\/o\/L1MN8eHHNDchgOpaeedSAvXpA99K2cZ0PKh15UDRwe9D9QkHjrW0nvhy23QieCLiYwr\/PDv3\/111uDypoM9Cl\/KbTyQltYuZ3f7Q3k9pv6Td8ELrm7Gjubtg9+OD\/g80LHsBgQpSeqCyoNP58+P5wEti9pwf0B2vTGJhw4lFdCRUUWnAW26PyC\/3OQ3IkhHegGdG\/yt8e7UDHOT4ZAgFW0F9Pd\/Op37yw4uCBomw9qYxENn2gnozXGvKuy98LuQY2xyHBOkobULKgvo3mQ5KEhBKwEtP9Hjux+vZrr7ZM4sW5PloCAFLV2NKfD6Ifda\/174Xo39rEe38hwVxK+l64Hu65M4BbSU6bAgei1eUHkfDvtqTDOZDgti19IUfm+Hjb4026Gaa2lyHRfEra2DSIGfZLxruYbGJB660EpA9ziHbyjbzmQ7MIhZayfS919c7fo7Bci3M\/mODOLV0kEkJ9Lvm0k8tE9Ac5Hx0CBWrQT0+eNF3wnoHuQ8NohTypezC5BzZEzioW0Cmo+sBwcxSiigK7tSA3ao5t2YvEcH8RHQjJjEQ7sSCujw9kRA18t8eBCb\/QZ05fj7dkfhy+viNfoY+NWVy7wwuY8P4rLngO5g1l1VFnSrd9XnHhiTeGhTWgHd+l312fcl+wFCTPa8D\/TLVZ0tPtLjertJfP59yX+EEI+UDiKVtry2aP55MYmH9qQW0OHN6em\/hj\/6AOpyAEOEWCQX0O0cQl0OYYwQBwHNjkk8tEVA83MQg4QYCGiGDmOU0D0BzZBJPLRDQHN0IMOErglolg5lnNAtAc2SSTy0QUDzdDADhS4JaKYOZ6TQHQHNlEk87J+A5uqAhgpdEdBsHdJYoRsCmi2TeNg3Ac3XQQ0WuiCgGTus0UL7BDRjJvGwXwKaswMbLrRNQLN2aOOFdglo1kziYZ8ENG8HN2Bok4BmrjfV9YpAhgQ0cz0Fhb0R0LzNyqmgsHsCmrUym7OCdrwukB8BzVo53p6Cwp4IaNZG4xVQ2BMBzdp4vNX\/BXZHQLM2Tafj8LAPApq1+SF4CYXdE9CsVcYrorBzApq1Si8nB+RFFHZHQPM2i2X1CxGF3RDQzNW+lVNEYScENHd3tVJDYWsCeshEFLaSYEAHV79fXFz8cvU54LFascxsHsKlFtBPP8x36vWevGv6cJ2oI6IQJq2A3p70Fh391GwBGnEXEYXmkgro9XH5Cn98OvZt+Y\/+q0ZL0Id1RBSaSSmgX58VwXxTueFjEdQHvzZZhDbcR0RhcykF9HIll2VSnzZZhC5sQkRhMwkFdPC611uesF\/3et80ORqvCZsSUbhfQgEtNjdX5ut1t62jB02IKKwnoKwlonC3hAJaTOH7y2ctmcK3QUShXkIBHZ6t1LLcLfqoySI0IJSIwqqUAnpzXBT0feWG26KfKxula3n9b0NDYVFKAS3PYyqKefrjRenn8Zn0jc5iEtCtiSjMJRXQ4Yfjpbdy9l82W4AX\/g6YzcNEWgEdDs6rCe2\/aHpFJi\/6HRFRGCYX0MLg08X56enpi4t3Adez84LfIRHl4KUX0K14se+YiHLQBJRtiSgHS0DZBRHlIAkouyKiHJzEA7r+vfC9Gi2u3CHyc+agCCi75mfNwcg6oKu8qFsiohyExAM6\/HL1R5O7e0G3SETJXuoBbciLuWUaStYElH0TUbIloLTAbJ48CSgtEVHyI6C0SETJi4DSMhElHwJKB0SUPAgoHRFR0pdQQL8+q3trpncipUxESZuA0jERJV0JBXR4eyKgmRJR0pRSQIeD100\/xniZV2i8RJT0JBXQUUFfbbMAr864iShpSSugjS9ft8wrM35rGiqvRCaxgA6vt5vEe+2lob6UPRuoRCa1gBaT+G02Qb30krEay9nXCkosUgvo8Ob09F\/DH+2Vl5SFiFay6ddIJJIL6Ha88pLTq5u4+z0SBwElfisJ9XskDgJKGpam812vDpQElEQUv7tZQ\/0eiYOAkojJ786ZTEREQElEdQ+ohhIHASURi8eQNJQYCCipWD6RXkPpnICSjNUzQk3m6ZaAko66XmooHRJQ0qehdERAyYKG0gUBJRcm87ROQMmIhtIuASUzGkp7BJT8aCgtEVCyZDJPGwSUXGkoeyeg5ExD2SsBJXMayv4IKPkzmWdPBJSDoKHsg4ByMDSUXRNQDomGslMCyoExmWd3BJTDo6HsiIBymDSUHRBQDpaGsi0B5ZCZzLMVAeXAaSjhBBRM5gkkoFDSUAIIKEyYzNOUgMKchtKIgMIiDWVjAgorNJTNpBrQwe8Xv\/zR\/GFeE2zIZJ4NpBTQL1fTZH48GT23+99\/brgIrwc2p6HcJ6GAfn3We\/Br+cXg7fSZ3eu\/arYMLwaa0VDWSTGgZ2U5\/3R6+rx8ZjcrqFcCjWkod0owoNfFk3k8d7993Zs0dVNeBoQwmadeggEtNkAfTW4aFAV92mQZXgIE0lBqpBfQMpqzeXuxNfpNkwNJnv9sQUNZkl5AZ7tCK7dtzJOf7WgoVQIKzZjMM5NeQIdnvf5P09tujgWU9mkoY4kFtCzndeXAkX2gdEVDSS2ghYd\/\/+6vs03Q8iZH4emKhh685AI6Npq3D347dh4o3TKZP2wJBbQo5qfz58fzgJZFne8O3YgnOjunoQcsqYCOjCo6DejR+2YP9ixnLzT0QKUX0LnB3xrmU0DZHw09RCkHNIDnN3tkMn9wBBR2SEMPi4DCjmno4RBQ2D0NPRCJB3T9e+F7NVpcOQ6aZ9whEFDYF0+67GUd0FWey7RMQ7OWeEArn9S5EU9k2lffUJunOUg9oA15utKJ1Vraq5QFAYVWLPZy9QtSJKDQmllDK9n0nExZggEdXP1+cXHxy1WTCylPebLSsbrJfHdrw5ZSC+inHyqnJD151\/Thnqt0b6mhnpQJSyugtydLZ3UeNbscqOcqcag21JMyYUkF9Hp0NeXHp2Pflv\/ov7r\/YRWeq0Rhsh\/UcfjUpRTQ0RXo31Ru+OgjPUjT5InoPXKpSymglyu59KFypKn+jFAZTU5CAR287vWWJ+w+1pgkrZ7GJKNJSiigde9791540nTHifQqmhgBhS6sC6WMJiOhgBZT+JUPMTaFJ1X3FdKcPgUJBXR4tlLLcrfooyaL8EwkLTIat5QCenNcFLT6Sca3RT9XNkrX8hwkRSoaq5QCWp7HVBTz9MeL0s\/jM+kbncUkoCRMRuOTVECHH457i\/ovmy3AE4\/EmdNHJa2ADgfn1YT2XzS9IpOnHFlQ0UgkFtDC4NPF+enp6YuLdwHXs\/NsIyMy2rn0AroVzzNyY07fJQGFDKhoNwQUsiGjbRNQyIs5fYsEFHKkoq0QUMiXjO6ZgELmzOn3R0DhIMjoPggoHBAV3S0BhYMjo7sioHCYzOl3QEDhkKnoVgQUkNFAAgqMmNM3J6BAhYo2IaDAChndjIAC9Taf0x9sawUUWGeDjB7u1qqAAvdbV9HZTYdXUAEFNlWb0crXB\/cCE1CgkeU5ffVVdWivMAEFAtTP6Q\/tFSagQLDljB7aK0xAga307tD1erVBQIGtTF5Vd3U066AKKLCVO\/aBHkRPBRTYyoanMWUZVAEFtjOrX5MM5jHjF1BgS7uoXppBFVBgW3uIXHc9bfIdBBRIQGtBbbRIAQXSs7cZf6\/RDl0BBeA+e+EAAA5ISURBVNK3q6D2NjuloMl9mtl7ogZXv19cXPxy9TngsQIKByG0pw3f2J9aQD\/9UPkZPHnX9OECCgdp06BmHdDbk6VRH\/3UbAECCmw4488toNfH5cgen459W\/6j\/6rREgQUWHUIAf36rAjmm8oNH4ugPvi1ySIEFFgj4yn85Uouy6Q+bbIIAQXWyDegg9e93vKE\/brX+6bJ0XgBBda443jS3Xff+QrseoFTxebmyny97rZ1BBRYZ1bQNec6Ve+98++\/6wVOCSiwd\/efK7pw551\/+10vcKqYwveXz1oyhQd2q0E\/Uwro8GylluVu0UdNFiGgwO6kFNCb46Kg7ys33Bb9XNkoXUtAgd1JKaDleUxFMU9\/vCj9PD6TvtFZTAIK7FBSAR1+OF56u0D\/ZbMFCCiwO2kFdDg4rya0\/6LpFZkEFNidxAJaGHy6OD89PX1x8S7genYCCuxOegHdioACuyOgAIEEFCCQgAIESjyg698Lv+7K\/QDbOriAAuzOrpsWUUBXdf3DBvKy66a1O0n+cvXHXpab1Vw\/p8HkNBaDiVaHg8njx+jZEKmcxmIw0RLQLXk2RCqnsRhMtAR0S54NkcppLAYTrZwDOrj6\/eLi4pergLfCb86zIVI5jcVgopVtQD\/9UDn+9eTd3r6PZ0OkchqLwUQr04DeniydQnDU6Hr0DXg2RCqnsRhMtPIM6PXoYqCPT8dGF6TvL39S\/I54NkQqp7EYTLSyDOjXZ0Uw31Ru+FgEtdF59JvzbIhUTmMxmGhlGdDLlVyWSW32oUib8myIVE5jMZho5RjQ8jOMlyfsTT8XfmOeDZHKaSwGE60cA1r3vvem74XfmGdDpHIai8FES0C35NkQqZzGYjDRyjGgxRS+v3zWkin8JnIaTE5jMZho5RjQ4dlKLcvdoo\/28r08GyKV01gMJlpZBvTmuCjo+8oNt0U\/VzZKd8OzIVI5jcVgopVlQMvzmIpinv54Ufp5fCb9fs5i8myIVU5jMZho5RnQ4Yfjpbdy9l\/u6Tt5NkQqp7EYTLQyDehwcF5NaP\/F3q7I5NkQqZzGYjDRyjWghcGni\/PT09MXF+\/2ej07gPbl9HcIoFUCChBIQAECCShAIAEFCCSgAIEEFCCQgAIEElCAQAIKEEhAAQIJKEAgAQUIJKAAgQQUIJCAAgQSUIBAAgoQSEABAgkoQCABBQgkoACBBBQgkIACBBJQgEACChAonYBe9mb6j1\/8Ufkvg4\/Pj4tbF28sfX324Nc2V3FzzQYzOH9c3PTwyfvW13MTDX8xH5+XY3nxue3V3EzAs2x4c9x71eIqbq7RYAav5\/eOcTgNfzODD+Vr5vHLfT\/Pkgxo+TP8h+ntg\/Pj2a3fL\/y4iqdEAgG9fzAfZrd939HqrtVoLLOXaT\/GF2nIs6z4Mx1ncRoOphxGIgHd4DdzM73xaM8FSDWgs19y9Q9nr\/dN5bk9OOslEtD1g7mu3PSow3W+S5OxxL6Z0\/xZNhyexTqWZoO5Xr1jVBoN5uZ45aY9SSqg09\/roNwmG7dx9PM7elNuvH96vlCY0X+JOKCbDqbcMjh6V950Uvzh\/amjFV6jyS+muG+\/nL3\/x8nen9lhmj7LJuGJsTgNB3MZ6ygmmgymfM30X062Tp\/udbWSDOj4L8zoX+Wf\/9lP6EPlqfxx9DcogYDeN5jr2VO8fLJEuAnaYCzFCCZ\/AoqneIx\/DJo+y6Yz3zjT02gwZ9G+WMaaDOZy9sq\/3vcf6kQDWv7gypbcLP6FuZz+uG6LLZzek5NonxMNBnM2v2txhwg32xqMpbj1Ue2jotHoWTYc72f\/X3EOpdlgioFE+NyqaDCY+d\/p6pf7kWpAL8c\/wMvFPzDF5sCD95P\/3H8Z90GkzQdTvSXCJ3nYWM7irE7TwZT3j\/RvQbPBFP8f4eymosFgKn+n9y7tgJaT2oXn7tXkp3nZ\/\/5z5EfhNx\/MTDoBvXcs5VM9xt9Nw8EUL9WnsW5MNxtMMdd9dVvuRfzuTavruLEGg7ne947PilQDejb6GRXP3\/qX4ZfJrCTKF+mw4WBmruPfB7rZWEY796OMTrPBjOe9iQR0\/WAue\/0\/T45bP4nvj\/Sw0WBGd739oXiOPXy579VKNKCTncjrdxGnEtCNBjOM9sBL47GUO\/5HB0kj1GwwZ6NfSBoBvWcwZ3eephWJBoMpfy3Ts56cBzpV+QFevT0e\/+RyCOiGgxmf1xrhBmjzsYxeqw\/3\/h6RII0GM5kqphDQ+wZTToZHJ5jd\/tBrcQLcQIPBnM23pvd+Ik5SAa0abYutn9PGHdCGg4n3fQFNxzL4x8ejt97Fup2z8WCmu6RjDuimg6nMbi7jfJ5tPpjxufXlG5+\/vO3te6Mj1YCOf9spb4E2H0yUE\/iQsQzH55lFujm98WCmZ04mEtANfzOrR2bisPlgRgGdbERf7\/tVk2RAH373ZvxjW39iZBoB3Wwwt5G+DWkY8ospxbtDd9PBzLqZQkAb\/GbKh0U4h28wmLNKV\/d9ulxSAV35Say8CgcLF2SJOqCNBlO+d23fu8NDNf\/FTB8W58t0w8HMTzaMOaAhv5k2zwLaXIPBnFUGsO\/BpB3QldnGdfWKRYkFdM1gyr++38e4y7DU\/BczvSWRl2n9YJYvbpH0YIZLt6Q9mEsBrVH7d37pnQgLf3tSC+jdg3kb5+tzovkvZiSdl2n9YBIN6Aa\/mTi3qBsMpnpsad8TncQDuvRe2OuFA4ipBfSuwVxGu\/tzpMFYqs\/mON\/LuflgUg3ovb+ZePdObzqY6vn19oFO1f9dvKw+dT8s\/jhTC+gdgymfFXFei36swViKZ3b8J8s0fJbFusU2bPqbmfw6EjjdePHWmt9MOYTxhumHfT\/NUg\/o6JSFh+XF\/Aejz4pYuKJyagGtHUykGwRzDcYyOhfrZSKna1ese5YlF9D1v5lYrzrb6DdTbpiW19D9sv+dX6kHdPj1pDqPWjhSnVxAawdTd\/5bVJr8Ym4rnxsR42ZOwLMsuYDWD6ZyDfco\/7I1+81UXjSuSD9x19N08Hb+w0rpM5E2HMziRxYkFND6X8ztycpNUWn+LEsvoPWDuZn+ZuYfNxSVZr+Z36Z\/D\/Z9ZZT0A1psqJ\/Xf15iggFdHUz1s77SCugdv5jxp3JG+gmjAc+yBANaP5jB5PNSV8YXh4a\/mS\/n3xavlu\/e7Xu10gkoQGQEFCCQgAIEElCAQAIKEEhAAQIJKEAgAQUIJKAAgQQUIJCAAgQSUIBAAgoQSEABAgkoQCABBQgkoACBBBQgkIACBBJQgEACChBIQAECCShAIAEFCCSgAIEEFCCQgAIEElCAQAIKEEhAAQIJKEAgAQUIJKAAgQQUIJCAAgQSUIBAAgoQSEABAgkoQCABBQgkoACBBBQgkIACBBJQgEACChBIQAECCShAIAEFCCSgAIEEFCCQgAIEElCAQAIKEEhAAQIJKF0ZfHx+3Ov1Hr\/4o+s1WXD7pus1IB0CSjcG52U9x77\/3PXazAze9p52vQ6kQ0DpxOB1r+KbaAp63RNQNiegdGHUz6M35eT90\/Piy0ddr9CUgNKEgNKFs14lVB+Kf7zqcm0qBJQmBJQO3BwvdOoynkm8gNKEgNKBpWJ+fdZ78H701eBjOaH\/7s3n6e3ffB58+Lac7Q8nx50evhz9pyLBj4a3xZ37388O4i8+ePC69+DXwXnx4P6T97O7fHi87i7Xk32ysWwPEzsBpX3lHtCFRl1Nanp7MinY0ahnZUD\/a3K06ensP472l5YBvRkfx+\/\/VPvgso7\/73ixiDfH6+8ioDQjoLSv6NiDX2tuL4I5NfrvZUD\/Ormh\/2+z4\/avxov479MbxgVdfvDCcf7xXW6O77mLgNKMgNK+6zv2eZ4VGXvxeTxVL7czR008eldsXD6bbjZ+nPynUQvLGz5Mblh58KiO\/Zefy1M7xzs2y8WV+wIGH+68i32gNCKgtO+OgBZRnEzHJ1+VxRvf8bpX+ar8ogzo+IbJfVceXNZxsp17Oe7l\/NsWC66\/i4DSiIDSvuv6Ez8v5zefjTpWBnQ8m54Ub\/xV2bx5Lyf3XXlwWcdJC4s7l+U8mz1k0snVuwgojQgo7btjC\/RsvvNxdJB9GsthzVfT4A2nOV55cFHHaS\/Hdx4d019\/FwGlGQGlfZX6VVRyNk\/emoA+mt\/3Uc2D6wJaVXcXAaUZAaV98wn5xKA8l3N0Vub8Hk0C+s3n1Qev1LFyDF5A2Q0BpX0r54EW2fp+71ugq9u9AsqWBJQOLL93c3zYp7Ibc7xfM3Af6PiGuin80tmnAsqWBJQOLL0X\/np8NlHdUfg1AZ3WcJzOuqPwi3Vc2e4VULYloHThsle9GtMkp3Xnga4J6CSYk5TWnQe6VMfim07ecl9+WddYAaUZAaULo\/cAPSw\/zGN8BZDxdLz6ZqLylnsC2nvyfv6uopUHr9axPAxfvu9o+OVt747G3vkmKagjoHTi60n1iPjRLI7L74VfE9CHx9X71r0XvqaOM0\/r7zI+VO+98GxGQOnG6O3nE7PPRFq9GtO6o\/DXC\/WtuRrTch2H18fVftbdZXx9EbN4NiOgdOXL+eqnck4v6Tn+132nMd2czK4PuvrguoAWE\/zH030Hd9xl8ENZ9L0MmPwIKEmqnAcKnRFQkiSgxEBASZKAEgMBJUkCSgwElCQJKDEQUJIkoMRAQAECCShAIAEFCCSgAIEEFCCQgAIEElCAQAIKEEhAAQIJKEAgAQUIJKAAgQQUIJCAAgQSUIBAAgoQSEABAgkoQCABBQgkoACBBBQgkIACBBJQgEACChBIQAECCShAIAEFCCSgAIEEFCCQgAIEElCAQAIKEEhAAQIJKEAgAQUIJKAAgQQUIJCAAgQSUIBAAgoQSEABAgkoQCABBQj0\/wFEFfBvIau7NwAAAABJRU5ErkJggg==\" width=\"672\" \/> \u2003\u2003\u4ece\u56fe\u4e0a\u770b\u51fa\uff0c\u5f53\u4e3b\u6210\u5206\u4e3a2\u65f6\uff0c\u659c\u7387\u53d8\u5316\u6700\u5feb\u3002\u5f53\u4e3b\u6210\u5206\u4ece1\u52302\u65f6\uff0c\u66f2\u7ebf\u659c\u7387\u6700\u5927\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<div id=\"kaiser\" class=\"section level2\">\n<h2>4.3 Kaiser\u65b9\u6cd5\u786e\u5b9a\u4e3b\u6210\u5206\u6570<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003Kaiser\u6cd5\u662f\u53e6\u4e00\u79cd\u786e\u5b9a\u4e3b\u6210\u5206\u6570\u7684\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u6311\u9009\u7279\u5f81\u503c\u5927\u4e8e1\u7684\u56e0\u7d20\u4f5c\u4e3a\u4e3b\u6210\u5206\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">data<\/span>(swiss)\nswiss.pca <-<span class=\"st\"> <\/span><span class=\"kw\">prcomp<\/span>(swiss, <span class=\"dt\">center=<\/span><span class=\"ot\">TRUE<\/span>,<span class=\"dt\">scale=<\/span><span class=\"ot\">TRUE<\/span>)<span class=\"co\"># \u4e3b\u6210\u5206\u5206\u6790Swiss\u6570\u636e<\/span>\nS <-<span class=\"st\"> <\/span>swiss.pca<span class=\"op\">$<\/span>sdev\nS2 <-<span class=\"st\"> <\/span>swiss.pca<span class=\"op\">$<\/span>sdev<span class=\"op\">^<\/span><span class=\"dv\">2<\/span>\n<span class=\"kw\">which<\/span>(S2<span class=\"op\">><\/span><span class=\"dv\">1<\/span>)<\/code><\/pre><\/div>\n<pre><code>## [1] 1 2<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">screeplot<\/span>(swiss.pca, <span class=\"dt\">type=<\/span><span class=\"st\">'line'<\/span>)<span class=\"co\"># \u4f7f\u7528screeplot\u7ed8\u5236\u6298\u7ebf\u56fe<\/span>\n<span class=\"kw\">abline<\/span>(<span class=\"dt\">h=<\/span><span class=\"dv\">1<\/span>,<span class=\"dt\">col=<\/span><span class=\"st\">'red'<\/span>,<span class=\"dt\">lty=<\/span><span class=\"dv\">3<\/span>)<span class=\"co\"># \u53c2\u8003\u7ebf\uff0clty\u53c2\u6570\u662f\u865a\u7ebf<\/span><\/code><\/pre><\/div>\n<p><img decoding=\"async\" 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AqqgkKOUAnpTbH8evbm6elv+O85mGgG1CQp5Simgl9Mtz9uTaUETCaiCQpYSCujgda\/3av7lqKXpBFRBIT8JBbQay7Kgj4bpBNQmKOQo0YBOPxE+mYAqKGQo1YCWe5T6PyUVUAWF3CQU0MproKXrXu\/B+3QCahMU8pNQQMu98I8Wv33wb+kEVEEhOykFtDwO9Enl9J9no2PqEwqogkJeUgro6J1I1V6+TSqgNkEhN0kFdPjheLGXxfcJBVRBITNpBXQ4+PiXzwvfvz1OKqAKCjlJLKDb6rhgAgpZEdCD+vnALgloyz8\/6l8P0IiAHtgKALsjoAe3BsCuCGjra9D5KgA7IqAHuArAbgjoQa4DsAsC2sE6RLASwA4IaPuiWAlgewLagTjWAtiWgHbAJB7yIKBdiGQ1gO0IaCdiWQ9gGwLaCZN4yIGAdiOaFQHCCWhH4lkTIJSAdsQkHtInoF2JaFWAMALamZjWBQghoJ0xiYfUCWh3oloZoDkB7VBcawM0JaAdMomHtAlolyJbHaAZAe1UbOsDNCGgnYptfYAmBLRb0a0QsDkB7Zb9SJAwAe1YfGsEbEpAuxbhKgGbEdCumcRDsgS0czGuE7AJAe1elCsF3C\/BgA6ufr+4uPjl6nPAbaNslUk8JCq1gH76oTf35F3Tm8eZqjjXCrhPWgG9PektOvqp2QIiTVWkqwWsl1RAr4\/LaD4+Hfu2\/Kb\/qtESIi2VSTwkKaWAfn1WBPNN5YKPRVAf\/NpkEbGGKtb1AtZJKaCXK7ksk\/q0ySKiDVW0KwbcLaGADl73essT9ute75sme+Oj7ZRJPCQooYAWm5sr8\/W6y9aJN1PxrhlwFwGNRcSrBtRLKKDFFL6\/fNRSNlN4k3hIUEIBHZ6t1LJ8WfRRk0XEHKmY1w2ok1JAb46Lgr6vXHBb9HNlo3StqCMV9coBq1IKaHkcU1HM0x8vSj+Pj6RvdBRT3I0yiYfEJBXQ4Yfjpbdy9l82W0DciYp77YBlaQV0ODivJrT\/oukZmSJPVOSrByxKLKCFwaeL89PT0xcX7wLOZxd5oUziISnpBXQrsQcq9vUDqgQ0LtGvIDAnoHExiYeECGhk4l9DYCrxgK5\/L3yvRosrFyaBVQTGBDQ2KawjMJJ1QFelEKcU1hEoJR7Q4ZerP5pcPYk4JbGSQPoBbSiJNpnEQyIENEJprCUgoDFKZDXh0AlojEziIQmJBXRw\/vzxn\/55fhaRHPfCl1JZTzhsnQT0KuA8SiO\/HS+dxi7XgKazonDIWgro4OfTqcffNmtexeXscPjpZyNlHNBU1hQOWDsBvV48k3xgQMvPRDp6c3X1tvx3vIhsA5rQmsLhaiWgN0ufxPEkbAp\/Od3yvD2ZFjTfgKa0qnCoWgloOfV+8vOzXv9\/nBfp678KW3D5Gcav5l+OWpp1QNNZVzhQbQS0zN3T0ce6v6psRjZWjeX0A+EzDmhS6wqHqY2AFpUrP739cpTRynZkQwuxLL4pl5ZzQNNaWThELQW0rNz1eKNx8k9zi7G8OS6rnHlAU1pbOEAtBrRIXjl5L74Lm8MvbbsWIX7wPuuAJra2cHhaeg20rNyknE2bN3e5uO1afPvg37IOaGqrC4emlb3wZ6PXQOcd3eI40CeV03+eNT+oNLEimcRD1No6jKncdBzvhr8O3g0\/Ohyq2su3uQc0ufWFw9JKQMtd5kU0y1ct3\/37s9CdSIUPx4u9LL7PO6DprTAckpbeyjnqXLkXaHQukJ+CFz74+JeFrdfB2+PcA5raGsMBaelkIh9PRi9\/noz6+XLXP3Jz6eUovTWGw9Hy6ew+np6+aPQpcDuWYI4SXGU4FImdUHlbCdbIJB6iJaDRS3Gd4TAIaPySXGk4BPsN6Pig+fIopl2cUHkXK5dii0ziIVICmoA01xryt+eAPn\/83a\/lfxd9J6DNJLrakDuvgabAJB6iJKBJSHW9IW+tnM7u94tfKm\/A\/P38Rejnwm8t2RAlu+KQsxZPqFz7XcuS7ZBJPERIQBOR7ppDvvYc0N9OC38+7vX\/dDp14jCmIAmvOuRqzwEtTyK\/Kvh8oFtLuEIm8RCdfU\/hz2r6edTZBmjKAU163SFP+w7o4OLi4udiCv\/jxczVrn9iA0lHKOmVhxy1vxOpU0k3yCQeItPBcaBdSjtBaa895KeVdyK9PXqz658SKPEEJb76kJtWtkBfb\/M5cjuVeIFM4iEqXgNNSurrD3lpaQtUQHck+QFATlp5DfSyy2PnFyTfH5N4iEg7p7P7cNw7+rHL4z+n0s9P+iOAfLQyhf\/H0z\/7SI9dyWAIkIuWdiL5TKSdMYmHaLQSUJ+JtEs5jAHy4CM90pPFICAHApoek3iIhIAmKI9RQPraC+iXi\/KUIoM\/dv3zGskkPZkMA1LXVkA\/fDve+\/712dH7Xf\/EBjIpj0k8RKGlgL6dHr709VmnJxbJJTy5jAPS1k5AL8sP8vhfx0VAB697vW92cHLQ8hyjAa8GZBOebAYCKWsloOVHy70sNj7LA+jLgr4KW\/KXq2kyP56Mtmj73zdNcTbdMYmHCLQS0LPRyUTGAR1eh55ZZHZWvMHb2Xua+g1bnE928hkJpKvFEypPAlpsjobN4WcBLT\/ps\/yg+edlQpsVNKPsZDQUSFWLJ1SeBDT49MrTGxabsL3x3P32ddP31WdUHZN46FyCAT2bvwZQvqD6tNHKZRSdnMYCaUpvCr+wF+q64T79rKKT1WAgRW3tRHo6C2jw6elnG7KVLdimm7NZNcckHjrWSkCvJ8fQl627brzjZ0pAl+U1GkhPKwEtZ939N2VAB\/+7F3wg\/fw10Pl7mW6ODzmguQ0HUtPOO5EWzkkf+lbOMqDlTa8rO44O+jVQk3joWEvvhS+3QSeCTyYyrvDDv3v311mDy4sOdi98KbfxQFpaO53d7Q\/l+Zj6T94FL7i6GTuatw9+Oz7g40DHshsQpCSpEyoPPp0\/P54HtCxqw9cDsuuNSTx0KKmAjowqOg1o09cD8stNfiOCdKQX0LnB3xq\/nJphbjIcEqSirYD+\/o+nc3\/ZwQlBw2RYG5N46Ew7Ab057lWFvRd+F3KMTY5jgjS0dkJlAd2bLAcFKWgloOUnenz349VMd5\/MmWVrshwUpKClszEFnj\/kXuvfC9+rsZ\/16Faeo4L4tXQ+0H19EqeAljIdFkSvxRMq78Nhn41pJtNhQexamsLvbbfRl2YvqOZamlzHBXFraydS4CcZ71quoTGJhy60EtA9zuEbyrYz2Q4MYtbagfT9F1e7\/kkB8u1MviODeLW0E8mB9PtmEg\/tE9BcZDw0iFUrAX3+eNF3AroHOY8N4pTy6ewC5BwZk3hom4DmI+vBQYwSCujKS6kBL6jm3Zi8RwfxEdCMmMRDuxIK6PD2REDXy3x4EJv9BnRl\/\/t2e+HL8+I1+hj41ZXLvDC5jw\/isueA7mDWXVUWdKt31eceGJN4aFNaAd36XfXZ9yX7AUJM9vwa6JerOlt8pMf1dpP4\/PuS\/wghHintRCpteW7R\/PNiEg\/tSS2gw5vT038Jv\/UB1OUAhgixSC6g2zmEuhzCGCEOApodk3hoi4Dm5yAGCTEQ0AwdxiihewKaIZN4aIeA5uhAhgldE9AsHco4oVsCmiWTeGiDgObpYAYKXRLQTB3OSKE7Apopk3jYPwHN1QENFboioNk6pLFCNwQ0WybxsG8Cmq+DGix0QUAzdlijhfYJaMZM4mG\/BDRnBzZcaJuAZu3QxgvtEtCsmcTDPglo3g5uwNAmAc1cb6rrFYEMCWjmegoKeyOgeZuVU0Fh9wQ0a2U2ZwXteF0gPwKatXK8PQWFPRHQrI3GK6CwJwKatfF4q\/8FdkdAszZNp\/3wsA8CmrX5LngJhd0T0KxVxiuisHMCmrVKLyc75EUUdkdA8zaLZfULEYXdENDM1b6VU0RhJwQ0d3e1UkNhawJ6yEQUtpJgQAdXv19cXPxy9TngtlqxzGwewqUW0E8\/zF\/U6z151\/TmOlFHRCFMWgG9PektOvqp2QI04i4iCs0lFdDr4\/IZ\/vh07Nvym\/6rRkvQh3VEFJpJKaBfnxXBfFO54GMR1Ae\/NlmENtxHRGFzKQX0ciWXZVKfNlmELmxCRGEzCQV08LrXW56wX\/d63zTZG68JmxJRuF9CAS02N1fm63WXraMHTYgorCegrCWicLeEAlpM4fvLRy2ZwrdBRKFeQgEdnq3UsnxZ9FGTRWhAKBGFVSkF9Oa4KOj7ygW3RT9XNkrX8vzfhobCopQCWh7HVBTz9MeL0s\/jI+kbHcUkoFsTUZhLKqDDD8dLb+Xsv2y2AE\/8HTCbh4m0AjocnFcT2n\/R9IxMnvQ7IqIwTC6ghcGni\/PT09MXF+8CzmfnCb9DIsrBSy+gW\/Fk3zER5aAJKNsSUQ6WgLILIspBElB2RUQ5OIkHdP174Xs1\/vM\/x\/\/Pv3v5t\/j9+j379\/D+3Z24A\/qfkwH7d3\/\/Tn7Po7\/NMayPf\/277393KKKArjK9bInpPAch8Sn88MvVH02u7gndIhEle6kHtCFP5pZpKFkTUPZNRMmWgNICs3nyJKC0RETJj4DSIhElLwJKy0SUfAgoHRBR8iCgdERESV9CAf36rO697d6JlDIRJW0CSsdElHQlFNDh7YmAZkpESVNKAR0OXjf9GONlnqHxElHSk1RARwV9tc0CPDvjJqKkJa2ANj593TLPzPitaai8EpnEAjq83m4S77mXhvpS9mygEpnUAlpM4rfZBPXUS8ZqLGdfKyixSC2gw5vT038Jv7VnXlIWIlrJpruRSCQX0O145iWnVzdxdz8SBwElfisJdT8SBwElDUvT+a5XB0oCSiKK+27WUPcjcRBQEjG57xzJREQElERUXwHVUOIgoCRicR+ShhIDASUVywfSayidE1CSsXpEqMk83RJQ0lHXSw2lQwJK+jSUjggoWdBQuiCg5MJkntYJKBnRUNoloGRGQ2mPgJIfDaUlAkqWTOZpg4CSKw1l7wSUnGkoeyWgZE5D2R8BJX8m8+yJgHIQNJR9EFAOhoayawLKIdFQdkpAOTAm8+yOgHJ4NJQdEVAOk4ayAwLKwdJQtiWgHDKTebYioBw4DSWcgILJPIEEFEoaSgABhQmTeZoSUJjTUBoRUFikoWxMQGGFhrKZVAM6+P3ilz+a38xzgg2ZzLOBlAL65WqazI8no8d2\/\/vPDRfh+cDmNJT7JBTQr896D34tvxi8nT6ye\/1XzZbhyUAzGso6KQb0rCznn05Pn5eP7GYF9UygMQ3lTgkG9Lp4MI\/n7reve5OmbsrTgBAm89RLMKDFBuijyUWDoqBPmyzDU4BAGkqN9AJaRnM2by+2Rr9psiPJ458taChL0gvo7KXQymUb8+BnOxpKlYBCMybzzKQX0OFZr\/\/T9LKbYwGlfRrKWGIBLct5Xdlx5DVQuqKhpBbQwsO\/e\/fX2SZoeZG98HRFQw9ecgEdG83bB78dOw6UbpnMH7aEAloU89P58+N5QMuizl8O3YgHOjunoQcsqYCOjCo6DejR+2Y39ihnLzT0QKUX0LnB3xrmU0DZHw09RCkHNIDHN3tkMn9wBBR2SEMPi4DCjmno4RBQ2D0NPRCJB3T9e+F7NVpcOQ6aR9whEFDYFw+67GUd0FUey7RMQ7OWeEArn9S5EQ9k2lffUJunOUg9oA15uNKJ1Vp6VSkLAgqtWOzl6hekSEChNbOGVrLpMZmyBAM6uPr94uLil6smJ1Ke8mClY3WT+e7Whi2lFtBPP1QOSXryrunNPVbp3lJDPSgTllZAb0+Wjuo8anY6UI9V4lBtqAdlwpIK6PXobMqPT8e+Lb\/pv7r\/ZhUeq0Rh8jqo\/fCpSymgozPQv6lc8NFHepCmyQPRe+RSl1JAL1dy6UPlSFP9EaEympyEAjp43estT9h9rDFJWj2MSUaTlFBA69737r3wpOmOA+lVNDECCl1YF0oZTUZCAS2m8CsfYmwKT6ruK6Q5fQoSCujwbKWW5cuij5oswiORtMho3FIK6M1xUdDqJxnfFv1c2Shdy2OQFKlorFIKaHkcU1HM0x8vSj+Pj6RvdBSTgJIwGY1PUgEdfjjuLeq\/bLYADzwSZ04flbQCOhycVxPaf9H0jEwecmRBRSORWEALg08X56enpy8u3gWcz86jjYzIaOfSC+hWPM7IjTl9lwQUMqCi3RBQyIaMtk1AIS\/m9C0SUMiRirZCQCFfMrpnAgqZM6ffHwGFgyCj+yCgcEBUdLcEFA6OjO6KgMJhMqffAQGFQ6aiWxFQQEYDCSgwYk7fnIACFSrahIACK2R0MwIK1Nt8Tn+wrRVQYJ0NMnq4W6sCCtxvXUVnFx1eQQUU2FRtRitfH9wTTECBRpbn9NVn1aE9wwQUCFA\/pz+0Z5iAAsGWM3pozzABBbbSu0PX69UGAQW2MnlW3dXRrIMqoMBW7ngN9CB6KqDAVjY8jCnLoAoosJ1Z\/ZpkMI8Zv4ACW9pF9dIMqtjPh8gAAA5pSURBVIAC29pD5LrraZOfIKBAAloLaqNFCiiQnr3N+HuNXtAVUCB9uwpqb7NDCppcp5m9J2pw9fvFxcUvV58DbiugcBBCe9rwjf2pBfTTD5XfwZN3TW8uoHCQNg1q1gG9PVka9dFPzRYgoMCGM\/7cAnp9XI7s8enYt+U3\/VeNliCgwKpDCOjXZ0Uw31Qu+FgE9cGvTRYhoMAaGU\/hL1dyWSb1aZNFCCiwRr4BHbzu9ZYn7Ne93jdN9sYLKLDGHfuT7r76zldg1wucKjY3V+brdZetI6DAOrOCrjnWqXrtnf\/8XS9wSkCBvbv\/WNGFK+\/8x+96gVPFFL6\/fNSSKTywWw36mVJAh2crtSxfFn3UZBECCuxOSgG9OS4K+r5ywW3Rz5WN0rUEFNidlAJaHsdUFPP0x4vSz+Mj6RsdxSSgwA4lFdDhh+Oltwv0XzZbgIACu5NWQIeD82pC+y+anpFJQIHdSSyghcGni\/PT09MXF+8CzmcnoMDupBfQrQgosDsCChBIQAECCShAoMQDuv698OvO3A+wrYMLKMDu7LppEQV0Vde\/bCAvu25au5PkL1d\/7GW5Wc31cxpMTmMxmGh1OJg8fo0eDZHKaSwGEy0B3ZJHQ6RyGovBREtAt+TREKmcxmIw0co5oIOr3y8uLn65Cngr\/OY8GiKV01gMJlrZBvTTD5X9X0\/e7e3neDREKqexGEy0Mg3o7cnSIQRHjc5H34BHQ6RyGovBRCvPgF6PTgb6+HRsdEL6\/vInxe+IR0OkchqLwUQry4B+fVYE803lgo9FUBsdR785j4ZI5TQWg4lWlgG9XMllmdRmH4q0KY+GSOU0FoOJVo4BLT\/DeHnC3vRz4Tfm0RCpnMZiMNHKMaB173tv+l74jXk0RCqnsRhMtAR0Sx4NkcppLAYTrRwDWkzh+8tHLZnCbyKnweQ0FoOJVo4BHZ6t1LJ8WfTRXn6WR0OkchqLwUQry4DeHBcFfV+54Lbo58pG6W54NEQqp7EYTLSyDGh5HFNRzNMfL0o\/j4+k389RTB4NscppLAYTrTwDOvxwvPRWzv7LPf0kj4ZI5TQWg4lWpgEdDs6rCe2\/2NsZmTwaIpXTWAwmWrkGtDD4dHF+enr64uLdXs9nB9C+nP4OAbRKQAECCShAIAEFCCSgAIEEFCCQgAIEElCAQAIKEEhAAQIJKEAgAQUIJKAAgQQUIJCAAgQSUIBAAgoQSEABAgkoQCABBQgkoACBBBQgkIACBBJQgEACChBIQAECpRPQy95M\/\/GLPyr\/Z\/Dx+XFx6eKFpa\/PHvza5ipurtlgBuePi4sePnnf+npuouEd8\/F5OZYXn9tezc0EPMqGN8e9Vy2u4uYaDWbwen7tGIfT8J4ZfCifM49f7vtxlmRAy9\/h308vH5wfzy79fuHXVTwkEgjo\/YP5MLvs+45Wd61GY5k9TfsxPklDHmXFn+k4i9NwMOUwEgnoBvfMzfTCoz0XINWAzu7k6h\/OXu+bymN7cNZLJKDrB3NduehRh+t8lyZjiX0zp\/mjbDg8i3UszQZzvXrFqDQazM3xykV7klRAp\/froNwmG7dx9Ps7elNuvH96vlCY0f+JOKCbDqbcMjh6V150Uvzh\/amjFV6jyR1TXLdfzt7\/\/WTvj+wwTR9lk\/DEWJyGg7mMdRQTTQZTPmf6Lydbp0\/3ulpJBnT8F2b0Xfnnf\/Yb+lB5KH8c\/Q1KIKD3DeZ69hAvHywRboI2GEsxgsmfgOIhHuMfg6aPsunMN870NBrMWbRPlrEmg7mcPfOv9\/2HOtGAlr+4siU3i39hLqe\/rttiC6f35CTax0SDwZzNr1pcIcLNtgZjKS59VHuraDR6lA3Hr7P\/zziH0mwwxUAifGxVNBjM\/O909cv9SDWgl+Nf4OXiH5hic+DB+8n\/7r+MeyfS5oOpXhLhgzxsLGdxVqfpYMrrR\/q3oNlgin8jnN1UNBhM5e\/03qUd0HJSu\/DYvZr8Ni\/733+OfC\/85oOZSSeg946lfKjHeN80HEzxVH0a68Z0s8EUc91Xt+WriN+9aXUdN9ZgMNf7fuGzItWAno1+R8Xjt\/5p+GUyK4nySTpsOJiZ6\/hfA91sLKMX96OMTrPBjOe9iQR0\/WAue\/0\/T\/ZbP4nvj\/Sw0WBGV739oXiMPXy579VKNKCTF5HXv0ScSkA3Gsww2h0vjcdSvvA\/2kkaoWaDORvdIWkE9J7BnN15mFYkGgymvFumRz05DnSq8gu8ens8\/s3lENANBzM+rjXCDdDmYxk9Vx\/u\/T0iQRoNZjJVTCGg9w2mnAyPDjC7\/aHX4gS4gQaDOZtvTe\/9QJykAlo12hZbP6eNO6ANBxPv+wKajmXwD49Hb72LdTtn48FMX5KOOaCbDqYyu7mM83G2+WDGx9aXb3z+8ra3742OVAM6vrdT3gJtPpgoJ\/AhYxmOjzOLdHN648FMj5xMJKAb3jOre2bisPlgRgGdbERf7\/tZk2RAH373ZvxrW39gZBoB3Wwwt5G+DWkYcseU4n1Bd9PBzLqZQkAb3DPlzSKcwzcYzFmlq\/s+XC6pgK78JlaehYOFE7JEHdBGgynfu7bvl8NDNb9jpjeL82m64WDmBxvGHNCQe6bNo4A212AwZ5UB7HswaQd0ZbZxXT1jUWIBXTOY8q\/v9zG+ZFhqfsdML0nkaVo\/mOWTWyQ9mOHSJWkP5lJAa9T+nV96J8LC357UAnr3YN7G+fycaH7HjKTzNK0fTKIB3eCeiXOLusFgqvuW9j3RSTygS++FvV7YgZhaQO8azGW0L3+ONBhL9dEc53s5Nx9MqgG9956J99XpTQdTPb7ea6BT9X8XL6sP3Q+Lv87UAnrHYMpHRZznoh9rMJbikR3\/wTINH2WxbrENm94zk7sjgcONFy+tuWfKIYw3TD\/s+2GWekBHhyw8LE\/mPxh9VsTCGZVTC2jtYCLdIJhrMJbRsVgvEzlcu2Ldoyy5gK6\/Z2I962yje6bcMC3Poftl\/y9+pR7Q4deT6jxqYU91cgGtHUzd8W9RaXLH3FY+NyLGzZyAR1lyAa0fTOUc7lH+ZWt2z1SeNM5IP3HXw3Twdv7LSukzkTYczOJHFiQU0GHtHXN7snJRVJo\/ytIL6LB2MDfTe2b+cUNRaXbP\/Db9e7DvM6OkH9BiQ\/28\/vMSEwzo6mCqn\/WVVkDvuGPGn8oZ6SeMBjzKEgxo\/WAGk89LXRlfHBreM1\/Ovy2eLd+92\/dqpRNQgMgIKEAgAQUIJKAAgQQUIJCAAgQSUIBAAgoQSEABAgkoQCABBQgkoACBBBQgkIACBBJQgEACChBIQAECCShAIAEFCCSgAIEEFCCQgAIEElCAQAIKEEhAAQIJKEAgAQUIJKAAgQQUIJCAAgQSUIBAAgoQSEABAgkoQCABBQgkoACBBBQgkIACBBJQgEACChBIQAECCShAIAEFCCSgAIEEFCCQgAIEElCAQAIKEEhAAQIJKEAgAQUIJKAAgQQUIJCAAgQSULoy+Pj8uNfrPX7xR9drsuD2TddrQDoElG4Mzst6jn3\/ueu1mRm87T3teh1Ih4DSicHrXsU30RT0uiegbE5A6cKon0dvysn7p+fFl4+6XqEpAaUJAaULZ71KqD4U37zqcm0qBJQmBJQO3BwvdOoynkm8gNKEgNKBpWJ+fdZ78H701eBjOaH\/7s3n6eXffB58+Lac7Q8n+50evhz9ryLBj4a3xZX738924i\/eePC69+DXwXlx4\/6T97OrfHi87irXk9dkY9keJnYCSvvKV0AXGnU1qentyaRgR6OelQH9j8nepqez\/zl6vbQM6M14P37\/p9obl3X8v8eLRbw5Xn8VAaUZAaV9Rcce\/FpzeRHMqdH\/LwP618kF\/X+d7bd\/NV7Ef51eMC7o8o0X9vOPr3JzfM9VBJRmBJT2Xd\/xmudZkbEXn8dT9XI7c9TEo3fFxuWz6Wbjx8n\/GrWwvODD5IKVG4\/q2H9ZXPJ2sseqXFz5WsDgw51X8RoojQgo7bsjoEUUJ9PxyVdl8cZXvO5Vviq\/KAM6vmBy3ZUbl3WcbOdejns5\/7HFguuvIqA0IqC077r+wM\/L+cVno46VAR3PpifFG39VNm\/ey8l1V25c1nHSwuLKZTnPZjeZdHL1KgJKIwJK++7YAj2bv\/g42sk+jeWw5qtp8IbTHK\/cuKjjtJfjK4\/26a+\/ioDSjIDSvkr9Kio5mydvTUAfza\/7qObGdQGtqruKgNKMgNK++YR8YlAeyzk6KnN+jSYB\/ebz6o1X6ljZBy+g7IaA0r6V40CLbH2\/9y3Q1e1eAWVLAkoHlt+7Od7tU3kZc\/y6ZuBroOML6qbwS0efCihbElA6sPRe+Ovx0UR1e+HXBHRaw3E66\/bCL9ZxZbtXQNmWgNKFy171bEyTnNYdB7omoJNgTlJadxzoUh2LHzp5y335ZV1jBZRmBJQujN4D9LD8MI\/xGUDG0\/Hqm4nKS+4JaO\/J+\/m7ilZuvFrHcjd8+b6j4Ze3vTsae+ebpKCOgNKJryfVPeJHszguvxd+TUAfHlevW\/de+Jo6zjytv8p4V733wrMZAaUbo7efT8w+E2n1bEzr9sJfL9S35mxMy3UcXh9X+1l3lfH5Rczi2YyA0pUv56ufyjk9pef4u\/sOY7o5mZ0fdPXGdQEtJviPp68d3HGVwQ9l0fcyYPIjoCSpchwodEZASZKAEgMBJUkCSgwElCQJKDEQUJIkoMRAQEmSgBIDAQUIJKAAgQQUIJCAAgQSUIBAAgoQSEABAgkoQCABBQgkoACBBBQgkIACBBJQgEACChBIQAECCShAIAEFCCSgAIEEFCCQgAIEElCAQAIKEEhAAQIJKEAgAQUIJKAAgQQUIJCAAgQSUIBAAgoQSEABAgkoQCABBQgkoACBBBQgkIACBBJQgEACChBIQAECCShAIAEFCCSgAIEEFCDQ\/wfKpEmoUWLbwAAAAABJRU5ErkJggg==\" width=\"672\" \/><\/p>\n<p>\u2003\u2003\u56e0\u4e3a\u8ba1\u7b97\u51fa\u7684\u4e3b\u6210\u5206\u5bf9\u8c61\u5305\u542b\u4e86\u6bcf\u4e2a\u6210\u5206\u7684\u6807\u51c6\u5dee\uff0c\u6211\u4eec\u7b97\u51fa\u65b9\u5dee\u503c\u540e\uff0c\u9009\u51fa\u5927\u4e8e1\u7684\u6210\u5206\u5206\u522b\u662f1\u548c2\uff0c\u800c\u4e14\u4ece\u788e\u77f3\u56fe\u53ef\u4ee5\u770b\u51fa\u7ea2\u7ebf\u4ee5\u4e0a\u9700\u8981\u4fdd\u7559\u7684\u6210\u5206\u4e5f\u662f1\u548c2\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<\/div>\n<div class=\"section level1\">\n<h1>5 \u672c\u7ae0\u6c47\u603b<\/h1>\n<hr \/>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<table>\n<thead>\n<tr class=\"header\">\n<th>\u540d\u79f0<\/th>\n<th>\u7c7b\u522b<\/th>\n<th>\u529f\u80fd<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr class=\"odd\">\n<td>prcomp()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u4e3b\u6210\u5206\u5206\u6790<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>predict()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u9884\u6d4b\u51fd\u6570<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>ggplot2<\/td>\n<td>\u5305<\/td>\n<td>\u53ef\u89c6\u5316\u5305<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>cmdscale()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>MDS\u591a\u7ef4\u5c3a\u5ea6\u5206\u6790<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>dist()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u6c42\u8ddd\u79bb\u51fd\u6570<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>bmp<\/td>\n<td>\u5305<\/td>\n<td>bmp\u683c\u5f0f\u56fe\u50cf\u5305<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>as.matrix()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u77e9\u9635\u683c\u5f0f\u8f6c\u6362<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>diag()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u53d6\u77e9\u9635\u5bf9\u89d2\u7ebf<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>image()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u56fe\u50cf\u683c\u5f0f\u8f93\u51fa<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>read.bmp()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>bmp\u683c\u5f0f\u56fe\u50cf\u8bfb\u53d6<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>svd()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>SVD\u5206\u89e3<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>RnavGraphImageData<\/td>\n<td>\u5305<\/td>\n<td>\u6570\u636e\u5305<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>vegan<\/td>\n<td>\u5305<\/td>\n<td>\u57fa\u672c\u6392\u5e8f\u65b9\u6cd5\u5305<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>vegdist<\/td>\n<td>\u5305<\/td>\n<td>\u8ba1\u7b97\u5bf9\u8c61\u4e4b\u95f4\u7684\u76f8\u5f02\u5ea6<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>BCI<\/td>\n<td>\u5305<\/td>\n<td>\u6570\u636e\u5305<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>spantree()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u6700\u5c0f\u751f\u6210\u6811<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>isomap()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>ISOMAP\u964d\u7ef4<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>apply()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u8ba1\u7b97\u77e9\u9635\u4e2d\u884c\u6216\u5217\u7684\u5747\u503c\u3001\u548c\u503c\u7684\u51fd\u6570<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>lle<\/td>\n<td>\u5305<\/td>\n<td>lle\u964d\u7ef4\u5305<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>lle()<\/td>\n<td>\u5305<\/td>\n<td>lle\u964d\u7ef4\u51fd\u6570<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>plot_lle()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u5c55\u793a\u964d\u7ef4\u7ed3\u679c<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>FSelector<\/td>\n<td>\u5305<\/td>\n<td>\u7279\u5f81\u62bd\u53d6<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>mlbench<\/td>\n<td>\u5305<\/td>\n<td>\u6570\u636e\u5305<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>random.forest.importance()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u786e\u5b9a\u7279\u5f81\u91cd\u8981\u6027<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>cutoff.k()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u9009\u62e9\u524dk\u4e2a\u6570\u636e<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>as.simple.formula()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u521b\u5efa\u516c\u5f0f<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>screeplot()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u7ed8\u5236\u788e\u77f3\u6298\u7ebf\u56fe<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"section level1\">\n<h1>6 \u53c2\u8003\u6587\u732e<\/h1>\n<hr \/>\n<p>[1] \u4e18\u7950\u73ae.\u673a\u5668\u5b66\u4e60\u4e0eR\u8bed\u8a00\u5b9e\u6218[M].\u673a\u68b0\u5de5\u4e1a\u51fa\u7248\u793e,2016.<\/p>\n<p><\/font><\/p>\n<\/div>\n\n\n\n<\/div>\n<\/div>\n\n<\/div>\n\n<script>\n\n\/\/ add bootstrap table styles to pandoc tables\nfunction bootstrapStylePandocTables() {\n $('tr.header').parent('thead').parent('table').addClass('table table-condensed');\n}\n$(document).ready(function () {\n bootstrapStylePandocTables();\n});\n\n\n<\/script>\n\n\n<script>\n (function () {\n var script = document.createElement(\"script\");\n script.type = \"text\/javascript\";\n script.src = 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\"><\/script>\n<meta 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MDgBMACAbuP%2FwtQ4ATRuPCbj%2F8EATDgBNCVcREA4ATRGPAxAOAE0DWAA%2FK%2B0rPyvtKwEQ3isrKyvtENYrKysr7TEwACsrKysBKysrKysrKysTNDYzMhYVFAYjIiYlNC4CIyIOAhUUHgIzMj4CMnttbXt7bW17AW4NHzQmJjQfDQ0fNCYmNB8NAVuuvLyurry8rjlmTC0tTGY5OWZMLS1MZgAAAAABAF0AAAFxArUADABQQDUDBIsHHwABAA8GHwYCCAYGDg2NB50HAl8Hbwd%2FBwMHAI4QDCAMMAxQDGAMcAwGDAwDBVUDVgA%2FPxI5L13tM11dARESOS9eXc5dM%2B05MTATPgE3MxEjEQ4DB105bC1CXQwjKS0VAiYWRTT9SwI0CxgWFAcAAAABADgAAAHqAsUALADlQC8DBxMXAxcTiwcDFAcDEwcXBxcQGowMAEAQAE0AQAgJAEwALiQlawp7CgIKjBAtJLj%2F8LMSAE0kuP%2FgsxEATSS4%2F8hAGBAATSQfCBEATR8QDxAATB%2BPByAODwBMF7j%2F6LQREgBMF7j%2F6LYPAE0HFwwluP%2FgtBASAEwluP%2F4tAkATSUquP%2FwtBESAEwquP%2FosxAATSq4%2F%2Fi0CQsATCq4%2F%2FBACQgATSpYCo4MVQA%2F7T8rKysrMysrEjk5Kysr7SsrMisrKwEQ3u1xxjIQ1isrxO0SOTkvLwDBhwUrEADBhwV9EMQxMAEUDgIHDgMVIRUhJjQ1ND4CNz4DNTQuAiMiDgIHJz4DMzIWAdMdMDweES0oGwE%2F%2FlwBHzI%2BHhktIxUTICsYHTAmGgcuCSQyPiRtbQIEJENBPx4RLjIuEU8GDAUvUUhAHhgvLzIcHiocDRAVFwZCCh0aEmUAAAABADf%2F8QHpAsUAOADDQB6nIQGWIQGHIQEOCA8ATQUYDwBNNhAPAE00CA8ATQK4%2F%2FBAYg8ATVkQaRACEIyPI58jryMDFyMBIyt7JgFdJm0mAgomCiY1agMBSQNZAwIDjIcrAR8rAQ4rAQgrOhgZNjU5JiYKjggIHjYAjzUQDwBNNTAIEBIATDBXGBWPGR4IDQ4ATB5YAD8rM%2B0yPyszK%2B0yEjkv7Tk9LwEYEN4yxjIQ1l5dXV3tXV0SOTkvL11dENRdXe1dMTAAKysrASsrXV1dNzI2NTQuAisBNTMyPgI1NC4CIyIGByc%2BAzMyHgIVFAYHHgMVFA4CIyIuAic3HgHiWU0gNEUkGCEZNSwcFCErGDBDFyQMJS41HTdQNBo%2BLBsyJRcfQWJDGjcwJAgSEU9ERjsmNB8NTAoaLSIcKBoLHA9HCBMQCxsxQyc2TRQIHi48JS1NOCAIDAwEUQgaAAAAAgAoAAACCgK1AA4AFQBrQD8oAgEIEQEOFSsFASgFOAUCCQUBDwUFDYsHCgkXDxQBO18UbxR%2FFAMUiwAADhYAFI4NDQeOCQkFC1UPjgQEBVYAPzMQ7T8SOS%2FtMy%2FtMgEQzjIQ7XJeXRDW3TLtMi9eXV1xMjEwAF5dAV03PgM3MxEzFSMVIzUhAQ4DBzMoE0JTXzBZUlJa%2FsoBNh49OjMU3PAsdXx4MP5ITLGxAZYgT1ZaKwAAAQBB%2F%2FEB6wK1ACcApkAQGSAPAE0BIA8ATRggDwBNFLj%2F8EA7DwBNDhAPAE0iahYBFowPAx8DAggDKQAjI4sgGxQgGxsgDg0oIyKOIACOGxAREgBMGwgQAE0bEA4ATRu4%2F%2BBAHg0ATRsQDABNGxsIIFYOEY8NIA8ATQ0ICBASAEwIVwA%2FKzMr7TI%2FEjkvKysrKyvtEO0yARDeMtY5hyt9EMQBGBDWXl3tXcQxMAArKysBKysTHgEVFA4CIyIuAic3HgEzMj4CNTQuAiM%2BAzchFSMOA8eXjR8%2FYEIaNi4kCBIRTTgtPSYRGkJuVAYHBgQCAU79AQQEBAGqBnhnLk44IAgMDARRCBoUIi0ZJjsoFTFWUlEtTw8zNzQAAAACAD%2F%2F8QIBArgAGgAtAJi1LQgPAE0kuP%2Fwsw8ATRq4%2F%2FizDwBNCbj%2F%2BEA5EgBNAxgPAE1XAwEFMAYBDwYBBgYAWSsBK4wHE3cTAhMvHoYLlgsCCyGMRwBXAAIALgsOjx4bGwUmuP%2FwQAsODwBMJo8YVwaPBbj%2F8LQOAE0FWAA%2FK%2B0%2F7SsSOS8z7TIBEN5d7TJdMhDWXe1dEjkvXV0zMTAAXQErKysrKxM0PgI3Fw4DBz4BMzIeAhUUDgIjIiY3IgYHDgEVFB4CMzI%2BAjU0Jj84Z5NcBzthTDQNGkEjO1I0Fxo1Ujhyd%2BAjPB4BAQwfNCghLh4NQQEWZZtqNwFOARg0Uz0MECQ7TSomUEIqnNANDQsXCyxOOyMcLDMYREgAAAABADwAAAH1ArUADgAlQBIOiwAABwWLCBAHDw5VCQWOB1YAP%2B0yPwEQzhDW7RI5L%2B0xMDM%2BAzchNSEVDgMHowYtQk8m%2Fq8BuSFQRzMGULGnjy1RTSaFpbtdAAAAAAMAN%2F%2FxAf0CxQAhADMARQEOuQAy%2F%2BizDwBNMrj%2F8EAJDgBNLhAPAE0NuP%2Fwsw8ATQO4%2F%2Fi0DxAATEW4%2F%2FCzDgBNQLj%2F8LUPAE00jBu4%2F%2FhAIRESAEwbAENBIEExLw8vEA8ATS8PQSAvIEGLDy8UDy9BD7j%2F4EA3DwBNUA8BICAPAE1fIAEPIA8gCiyMdgABDwABAEc%2BjBEIERIATBEijAoQEABNCkYPDyAgBTmPFrj%2F8LYICQBMFlgnuP%2FwtQ8ATSePBbj%2F%2BEALDgBNBRAICQBMBVcAPysr7Ss%2FK%2B0SORkvMy8BGBDeK%2B3UK%2B0Q1l1d7RI5OS8vXStdK8GHBCsQAcGHBH0QxAArhw7EEIcOxAEYENQr7TEwACsrASsrKysrJRQOAiMiLgI1ND4CNyY1ND4CMzIeAhUUDgIHFgUUHgIzMj4CNTQuAicOARM0LgIjIg4CFRQeAhc%2BAQH9HTlWOEFXNBYTHykXYh43TjA4UDMXER0lFHb%2Bmg0gMiYiMyAQGC0%2FKC0x%2Bg0cLCAgLRwNECI3JioytCpHNR0lOEMeHTUuJQ44bSZFNB8iNUAeHTMsIg04fxInIRYUHygVIDAkGQkZSgEwDyQfFRQfJRIWLCYeCRlDAAIAM%2F%2F%2BAfUCxQAaAC0AzkALJCAPAE0YIA8ATQK4%2F%2BCzDwBNArj%2F8LMOAE0CuP%2F4swgATQG4%2F%2FCzDwBNAbj%2F6LMOAE0BuP%2F4QCkJAE0eCSEIDQ4ATCGMAASbA6sDAncDAU8DAQMDEWgAAQ8AHwACCAAvK7j%2F8LMPAE0ruP%2F4QBEOAE0rjBEIEABNES4eG48JDLj%2FwEAYCgBNDAwDJggOAE0mjxZYBI8DCA4ATQNXAD8r7T%2FtKxI5Lysz7TIBEN4r7SsrEMZeXV0ROS9dXV0zEO0rMjIxMCsrKysrKysrARQGBycyPgI3DgEjIi4CNTQ%2BAjMyHgIHMjY3NjQ1NC4CIyIOAhUUFgH1zcoDP2VMMwwaQiM7UjQXGjVSODlXOx7gIz4dAQwfNCghLh4NQQGgztMBThg1VD0MDyM7TSolUEIqKExtiQ0NCxULK087IxwrMxhER%2F%2F%2FADj%2F8wC%2BAggCJgARAAABBwARAAABjwAQQAsBABEMBQBQAQgOTysrNAAA%2F%2F8AJv9hAL4CCAImAA8AAAEHABEAAAGPABBACwEOEw4HAVABABBPKys0AAAAAQA1AEwB%2FwIKAAYAYEAmBAUGAAQABq8FBBQFBAYFAwIBAAMAAa8CAxQCAwECAAUQDQBNBQK4%2F%2FBACg0ATQJQAIAAAgAAGS9dzSvNKwEYLy%2FBhwQrEAHBhwR9EMQBGC%2FBhwQrEAHBhwR9EMQxMBMFByU1JRecAWMa%2FlABsBoBK5JNt1C3TQAAAAIANQCZAf8BvQADAAcALkAaAwcHAgUFCQgCrz8ATwCvAAMABK8wBkAGAgYAL13t3l3tARESOS8zMy8zMTA3IRUhESEVITUByv42Acr%2BNuhPASRPAAEANQBMAf8CCgAGAGRAIgMEBQYDBgWvBAMUBAMFBAIBAAYCBgCvAQIUAQIAAQYEAQS4%2F%2FBAEA0ATQQBEA0ATQFQBoAGAgYAGS9dzSvNKwEYLy8vEMGHBCsQAcGHBH0QxBABwYcEGCsQAcGHBH0QxDEwEzcFFQUnJTUaAbD%2BUBoBYwG9TbdQt02SAAAAAgAT%2F%2FMBeQLFACEALQCSuQAJ%2F%2BCzCQBNCLj%2F4LMKAE0EuP%2F4sxEATQO4%2F%2FhANhESAEwigihAGzhIKCgSfwAYAQgYGANYH2gfeB8DH38HCycLNwsDCy8vLwECAy4VICsBKyVjArj%2F8LYPAE0CAIgDuP%2Fwtg8QAEwDBmgAPzMr7TIrP91xzgEQzjJdENZd7V0SOS9eXe0zLyvtMTAAKysBKysTIgcnPgEzMh4CFRQOBBUcARcjJjU0PgQ1NCYTFAYjIiY1NDYzMhauQj8aIlUwOUksERomLiYaAU4EFyQoJBc2CyQfHyQkHx8kAnciSBIWHzA7GyI1LiotNSEFDAUUFiA0LScoLBoqNf2%2FGygoGxsoKAAAAgBB%2F2cDdQLFAEUAVQD3QK2mRAGJQ5lDAmc%2FAVU%2FAVg1AZYpAZcjpyMCihkBaRkBCQIBqAMBA0lNfxMuLy%2FvEwGWE6YTAogTAVYTAROZHKkcAngcAVkcARx%2FkEGgQQKHQQEPQR9BAghBV1N%2F0AvgC%2FALA3kLiQuZCwMLdiaGJpYmAycmNyZXJgMmf%2BA3AZ83ATdWTVCHEDyHIRMQYEkXRocGLzKHLitpA3kDiQMDSwNbAwI6AwEDIAgLSAMABgAvMzMrXV1d3jLtMhDtMjI%2FM97tEO0yARDeXXH9XV3eXXHtENZeXV1d%2FV1dXc5dXV1xMi8zEO0yOV0xMABdAV1dXV1dXV1dXSUiJicOASMiLgI1ND4CMzIWFxEUFjMyPgI1NC4CIyIOAhUUHgIzMjY3Fw4BIyIuAjU0PgIzMh4CFRQOAicyNjcuAT0BLgEjIgYVFBYCsiAqDhY%2BHzBPOiAeO1U2M1UXFhIaJxkMLFJ1SUl6WDE0XX9MO00LChFZM1medkVEc5dUUpJuQB80SPAVKxEDAgYiFUdGRCsSDwwRHjtWOTBVPyQQCP7OIBokOkkmP29UMDFbhFRYhVktDgRKBg4zaaNwbKJrNjVlj1pEaEckUQkJDRoM6wIEWENHVAAAAgAIAAACjwK1ABEAGADcuQAP%2F%2FhANA0ATRAPDg0MEQwHCAkKCwYLBBgXFhUFFQUgDBIBTAsFFQVzBgsUBgsFBgECAxITFBUAFQC4%2F%2FBAQwwBTQwAFQBzEQwUEQwAERUVBhEaABoBQBpwGqAa0BoEDxoBDwYfBgIIBhkDBHkYXxVvFX8VAxIVEhUMEUIMQQtBBkIAPz8%2FPxI5OS8vXTPtMgEQxl5dXV1xEMYRORkvEADBhwUYK4d9xAErEIcOxMQFxMQOxMQQAMGHBRgrh33EASsQhw7ExAXExBCHDsTExMQQhw7ExMTEMTABKyEuASchByM%2BAzczHgMXAy4BJw4BBwIlER4Q%2FsY%2FZShGQ0IkWSRCQ0YoxSA%2FIiM%2FHy1XLbFuu6iZS0uZqLtuAQFXo0tLo1cAAAADAFb%2F%2BgJQArwAGAApADgAh7VXFQEwdhO4%2F%2FC0DgBNExC4%2F%2FC0DhIATBC4%2F%2FBADQkATRAkdhZACAkBTBa4%2F%2FhAEQ4QAEwWQAkATRYwCABNFjo6uP%2FAQBwJAU0ZOHMFqDk4NXwLEyp5KSkABgtFGh98BQBGAD8y7TI%2FMxI5L%2B05EO0yARD27TIrEN4rKysr7dQrKzIr7TEwXQUiLgInET4DMzIeAhUUBgceARUUBgEVFhceATMyPgI1NC4CIyczMj4CNTQuAiMiBgcBERUxMTAUFDAxMBU8aU0sNi09SJn%2B%2FwsPDSMXK006IxoxRCp9ZiRALxscMUIlJSoRBgIEBgUCoAUGBAISK0YzOUkSEk5HaGkBSfQBAQEBCxwyJiIvHAxOChoqIB4pGQwCAgABADr%2F8QJTAsUAJwDmQCMpQAwSSGgDAR4IEgBNhxuXGwICCBIATQIIDwBNEA8PIiMpGrj%2F8LMKAE0auP%2F4QBAJAE0adgUIEgBNBQgPAE0FuP%2F4tg4ATQWpKBC4%2F%2BhAFA0PAEwQFQgODwBMFQgJCgBMFXwPuP%2F4tBESAEwPuP%2FoQBkNDwBMDwoIEQBNCggOAE0KRSIYDQ8ATCIfuP%2F4tA4PAEwfuP%2F4QBMJCgBMH3wjGA0PAEwjAAgQAE0AuP%2F4tA4ATQBGAD8rKzIr7SsrMis%2FKyszKyvtKysyKwEQ%2FisrK%2B0rKxDGMjIvMzEwACsrXSsBXSsFIi4CNTQ%2BAjMyHgIXBy4DIyIOAhUUHgIzMjY3Fw4DAYBJeFYvNVp4RCtFMyAGHAkiKzMaN1g%2BIR06VzpDWBYZByQ2SA8wXIdXV4dcMAwQEARQBg4OCSZIZ0A%2BZkkoHAtQBQ8OCgAAAAACAFb%2F%2BgKPArwAEAAdAIJAHRQQDg8ATBQQCgBNFAgJAE0UEAgATRR2AEAJAU0AuP%2F4sxIATQC4%2F%2FBAGw4PAEwAQAkATQCpHxpzCKgeGhcICgBNF3wJDLj%2F%2BLYOAE0MRRsRuP%2F4QA0KAE0RfAgFCA4ATQVGAD8rM%2B0rMj8rM%2B0rMgEQ9u0Q9isrKyvtKysrKzEwARQOAiMiJicRPgEzMh4CATI2NTQmIyIGBxEeAQKPOGaOVSplKSllKlWOZjj%2Bh4qIiIopLQkJLQFbWoVXKwcKAqAKBytXhf6ajX9%2FjQIB%2Fe4BAgABAFYAAAIWArUACwA1QB0HAw8KHwoCCAoNBAhzAKgMBXkHBwEJeQtCA3kBQQA%2F7T%2FtEjkv7QEQ%2Fu0yEN5eXcbOMTAzESEVIRUhFSEVIRVWAaf%2BugEi%2Ft4BXwK1U85R8FMAAAAAAQBWAAAB%2BAK1AAkAKEAUBwMLBAhzAKgKBXkHBwEJQgN5AUEAP%2B0%2FEjkv7QEQ%2Fu0yENbOMTAzESEVIRUhFSERVgGi%2Fr8BHf7jArVT0VL%2BwQABADr%2F8gJeAsUAJwDRtQoQEABND7j%2F%2BEAsDwBNCRgPAE0XFidzAUAIAU0BQAgATQ8BjwECAagpKUAOAE0pQAsATQApAR%2B4%2F%2FizDgBNH7j%2F8EAQCgBNH3YMQAgBTQwIDwBNDLj%2F%2BEAMDgBNDEAIAE0MqSgXuP%2FwQBAOAE0XGhAKAE0afBEBAQcWuP%2FoQA4NDwBMFhEIDgBNEUUnJLj%2F%2BLMOAE0kuP%2FwtwoATSR8AgdGAD8z7SsrMj8rMysSOS8Q7SsyKwEQ9isrKyvtKytdKysQ9l0rK%2B3GMjEwACsrASsBMxEOAyMiLgI1ND4CMzIeAhcHLgEjIg4CFRQeAjMyNjcB%2FWEMLTtGJEl4Vi81WnlFL0k0IQYfHWAyNVc9Ih07VzsqOw0BVf68BAoKBzBchldXh1wwDBAQBFETGSZIZ0A%2BZkkoCQQAAAAAAQBWAAACawK1AAsAN0AfAwtzDwIfAgIIAqgNBQlzB6gMCnkEBAYIQQZCAkIAQQA%2FPz8%2FEjkv7QEQ%2Fu0yEP5eXf3AMTABMxEjESERIxEzESECCmFh%2Fq1hYQFTArX9SwFA%2FsACtf7fAAABAFYAAAC3ArUAAwAkuQAF%2F8BAEQgBTQAFAQWoAXMDqAQCQgBBAD8%2FARD2%2FeZdKzEwEzMRI1ZhYQK1%2FUsAAAAAAQAI%2F%2FEBowK1ABMAebkAA%2F%2FwQBQJAE1nEAERcxNACQFNDxMBE6gVFbj%2FwEAYCQFNCwpACQFNCkAJAE0PCgEIChQSQQsOuP%2F4QB0PAE0OfAoQDA4ATAoFCBAATQUQDwBNBQgIAE0FRgA%2FKysrMyvtKzI%2FARDGXl0rKzIrEPZdK%2B0xMABdASslFA4CIyIuAic3HgEzMjY1ETMBoxU1WUMiOS4iCiYVQzJIQmHfMlZBJQsREwlNDyFJWQHNAAABAFYAAAJvArUAGgDbQGAaCA8ATVkOeQ4CDRAUAE2IDQHYDAHYCAGnBgELGBMATQsgCxJICAsYCygLAwgLcwkJChYZGhUaBAMCAQAFABoIEwBNwBoByhoBGgUABXMVGhQVFRopADkAAggAGAACAAq4%2F%2BhALxQATTAKUApgCgMKHBURFHMSqBsaQcAQARB7wAUBBc8VAQ8VARUVERNBEUIKQgBBAD8%2FPz8SOS9dcTlx7XE%2FARD%2B7TIyENZdK8ZdXYcQK4d9xAFdcSsQhw7ExMTEEIcOxMQBETMYEO1eXSsrMTBdXV1dK10rAQ4DBx4DFyMuAycRIxEzET4DNwJXH05VVCUrYFxRG3IeTldZKmFhI1RSSRkCtSJTV1QkHlhkaC8vX1dKGv63ArX%2BziFTVE0dAAAAAAEAVgAAAfcCtQAFABtADQAHBHMCqAYDQQV5AUIAP%2B0%2FARD27RDGMTAlFSERMxEB9%2F5fYVRUArX9nwAAAAEAQwAAAyUCtQApAUq5ACX%2F8LMRAE0kuP%2FwsxEATSG4%2F%2FhAEhUZSGYhpiEC9yABpx0BZh0BGbj%2F6LYRAE1XGQEYuP%2FwQDkRAE0JFQGIDvgOAmkOAfcJAQgIGAgC%2BQgB2AjoCAKZCKkIAogIAWkIAVcDAQeWEaYRAocRARFzECu4%2F8C1CQFNK6kfuP%2FwtgwSAUwfcx64%2F8BAJAoNSB4imRsBG3OmHAGFHJUcAk8cARwpdk8AAQCJEJkQqRADELj%2FwEAmCg1IEAoQDBIBTApzDwsBCAupKhZAGh5IFnwpKRwfQhxBG0ERQSK4%2F%2BC0DQBNIge4%2F8C3FRkBTLAHAQe4%2F8BADBoeSKQHAQd8EEEKQgA%2FP%2B1dK10rMis%2FPz8%2FEjkv7SsBEPZeXe0r1Std1F391F1dXe1dMtUr7SvmKxDtXV0yMTBdXV1dXV1xXV1dXStdK11dXV0rKyslLgUnBgIHIz4DNzMeAxc%2BAzczEhMjJgInDgUHAY0KISYrJiEKCw4FXwQKDQ8JVRs%2BPjoYGDo%2BPhtVIhFfBQ4LCiEmKyYhCmAYSlZbUUARdv7tjFq3sahLLHiDgzY2g4N4LP6x%2FpqMARN2EUBRW1ZKGAAAAAABAFYAAAKCArUAEwCWQCCHDgEgAwF3CwEDCwAHAHMQCxQQCxBzEkAICQFMEqgVFbj%2FwEBDCQFNBBWEFQIIB3MJqBQTQosHmwcCegcBawcBWgcBSQcBhBCUEAJiEHIQAgJAEFAQAhQQNBACBxAIEUELQQpBCEIAQgA%2FPz8%2FPxI5OV1dX11dXV1dXV0%2FARD27V5dKxD2K%2F2HK4d9xAFfXTEwAF1dIS4FJxEjETMeAxcRMxECMRY5QkdGQhxfTS9raV0gXyVcY2ZfVCD94wK1MoWNiDUCAf1LAAACADr%2F8QLQAsUAEwAnAQe1EiAQAE0MuP%2FgsxAATQi4%2F%2BBAHRAATQIgEABNEQgSAE0RCA8ATQ0IEgBNDAgPAE0HuP%2F4sxIATQe4%2F%2FizDwBNA7j%2F%2BLMSAE0DuP%2F4QBUPAE0eCA4ATR4QCgBNHnYKQAkBTQq4%2F%2FizEgBNCrj%2F%2BEAPDwBNCkAJAE0KqSnwKQEUuP%2F4sw4ATRS4%2F%2FBAHQoATRR2AEAIAU0ACBIATQAIDwBNAEAIAE0AqSgZuP%2F4sw4ATRm4%2F%2FizCgBNGbj%2F8EAaCQBNGXwPRiMIDgBNIwgKAE0jEAkATSN8BUUAP%2B0rKys%2F7SsrKwEQ9isrKyvtKytdEPYrKysr7SsrMTAAKysrKysrKysBKysrKxM0PgIzMh4CFRQOAiMiLgI3FB4CMzI%2BAjU0LgIjIg4COjVbeURDd1o1NVp3Q0R5WzVmIDtVNTVUOyAgO1Q1NVU7IAFbWYhbLi5biFlZiFsuLluIWT9nSCcnSGc%2FP2dIJydIZwAAAAIAVgAAAj0CvAAOABwAUrkABf%2Fwsw0ATQS4%2F%2BizDQBNArj%2F8LUNAE0YdgO4%2F%2FhAGQ4PAEwDHgkRcwuoHRJ5CAgACkIRD3wMAEUAPzLtMj8SOS%2FtARD27TIQ1ivtMTArKysBMhYVFA4CKwERIxE%2BARciBxEzMj4CNTQuAgEOkp0rUXRJTWEpZTI%2BIUkyUDceHzVGArxvbjxVNRj%2B%2FwKrCgdVA%2F7wDR82Kig0HwwAAAAAAgA6%2F0cC0ALFAB4AMgELuQAN%2F%2BizEABNCLj%2F4EAREABNAiAQAE14HAENCA8ATQe4%2F%2FizEgBNB7j%2F%2BLMPAE0DuP%2F4sxIATQO4%2F%2FhAHQ8ATQ92GhoAKRAOAE0pEAoATSl2ChUVCkAJAU0KuP%2F4sxIATQq4%2F%2FhADA8ATQpACQBNCqk0H7j%2F8LMOAE0fuP%2FwQB0KAE0fdgBACAFNAAgSAE0ACA8ATQBACABNAKkzJLj%2F8LcJCgBMJHwPGrj%2F%2BLcOAE0aRhR8Fbj%2F8LQREgBMFbj%2FyEATCABNFS4QCQoATC58BQgOAE0FRQA%2FK%2B0rLysr7T8rM%2B0rARD2KysrK%2B0rKxDmKysrKzIvEO0rKxI5L%2B0xMAArKysrK10BKysrEzQ%2BAjMyHgIVFA4CBx4DFwcuAycuAzcUHgIzMj4CNTQuAiMiDgI6NVt5REN3WjUoR182ASc8SiUXNF9NNAk%2FcFIwZiA7VTU1VDsgIDtUNTVVOyABW1mIWy4uW4hZTnpZNwoXIxgQBEwHFyY7LAQzW4JVP2dIJydIZz8%2FZ0gnJ0hnAAIAVgAAAmMCvAAaACgAhUATCAgSAE2YCAGJCAFXAgELJHYAGLj%2F%2BLMPAE0YuP%2FwQAkOAE0YEA0ATRi4%2F8BALAoLAEwYBQZzZwSHBAIEBAUqYCoBDx1zEagpHRt8FR55CwAODhASFUUQQgVCAD8%2FPzMSOS8zM%2B0Q7TIBEPbtMl0QxjIvXe0Q1isrKysy7TIxMF1dXSsBHgMXIy4DJwYiKwERIxE%2BATMyFhUUBgMiBxEzMj4CNTQuAgGpEDE0MxJqFC8wLxMNGw5XYSllKpKZSdo%2BIUUyUDceHjNFASIUQU9WKCZORz4XAf7xAqsKB25tRWIBLQP%2B%2BwocMyonNB4MAAABACH%2F8QH1AsUAMAEfQDkFJwEIDgEIDQEKJgGXIgEFHwETqBIBmRIBiBIBEiUAIQGJCAEhHggFIQUIcx4hFB4hCB4eBRsCdiW4%2F%2FC0EBIATCW4%2F8C0Cw4ATCW4%2F%2FBAYQkATXAlASUyG3YMEBIATQwYEQBNDBAQAE0MEAkATQwuLUAIDkgtMZgFAXkFAT0FTQUCCwUBCHQeAUIeAQUeBR4PRy4BLmcAAQB8LQgPAE1YLQEtKEZ3E5cTAlYTARMWfBK4%2F%2FBAEQ8ATYYSlhICdxIBVhIBEg9FAD8zXV1dK%2B0yXV0%2FM10r7V0yXRI5OS8vXV1eXV1dXQEQ1isy1isrKyvtENZdKysr7RE5ORDBhwQrEAHBhwR9EMQAXV0BGBDEXV1dMjEwAF1dXQFdXV03MjU0LgInLgM1NDYzMhYXBy4BIyIOAhUUHgIXHgMVFAYjIi4CJzceAfeYGy47ISZEMh18bT9nGB8VUzccMCQVFig1IC1LNx6FeSlFNicLHRdeRWggLSEYDA0hLT4sW2YbEE8NGQwYJRkcJh0YDBIkMkUxW2ILDxEGUA0gAAAAAAEAEAAAAiUCtQAHADpAJAl%2FAY8BAgABAQEDc38EjwQCAAQBBA8GHwYCCAYIA0IBBnkAQQA%2F%2FcA%2FARDWXl3WXV391l1dxjEwARUjESMRIzUCJdph2gK1VP2fAmFUAAAAAAEAUf%2FxAl8CtQAXAFlALhYIDQBNFQgNAE0DCA0ATQIIDQBNEHMPEh8SAggSqBmfGQEHcwWoGBFBBkELfAC4%2F%2FizDABNALj%2F8LQLAE0ARgA%2FKyvtPz8BEPbtXRD2Xl3tMTAAKysrKwUiLgI1ETMRFBYzMj4CNREzERQOAgFYRGRAH2FcSiU9LBhhH0FjDypJZDoBs%2F5YaF4XMEs0Aaj%2BTTpkSSoAAQAKAAAChgK1ABIAx0AqiBEBeBABZw4BNw1HDYcNA3cMAbgKAYcJAXgJATgBSAEC1Q%2FlDwLGDwESuP%2FwQDAMEgFMDxIPDBJzAAUUAAAFDBAMEgFMDwwLBg8GDHMLBhQLCwYUzwABAAUgExsBTAW4%2F8C1ExZIBXMGuP%2FgQBwTGwFMzwYBBg8LHwsCCAsTEkEMQQtBBkIFQgBBAD8%2FPz8%2FPwEQ1l5d1V0r%2FSsr1V3GhxArEADBhwV9EMQBK4cYECsIfRDEASsAXV0xMAFdXV1dXV1dXV0BDgMHIy4DJzMWEhc2EjcChiZFQkEiWyJBQ0YlazZoNzdoNQK1bruomUtLmai7bp7%2B3IB%2FASWeAAEAHAAAA4UCtQAgAV5AJDggAeggAR8IEgBNOB8BeBgBNxIB5xIBdwkBhwIBhwEBmwABHbj%2F8EAKEQBNdB0BtB0BGbj%2F8EBVDBIBTB0ZFBlzGh0UGh2gIgEiGhQ3HgELHhseAjYRAYkRARQRAR4RFBFzAB4UAB4gFAHQFAEUAHsEAbsEAZkEAQgQDBIBTAQIDQhzBwQUBwcElgMBELj%2F8EBgEQBNNhABmhABKRBJEFkQAxQQAQMQDRBzAAMUAAMAcA0B4A0BDaAHAQ8HHwcCCAchHkIdQhpBFA0AIBEATZkAAXgAAWYAAZcNAWANAUQNVA0CAA0EEBEZQQhBB0EEQgNCAD8%2FPz8%2F1sAROTldXV1dXV0rETM%2FPz8BENZeXV0Z1V1xGNWHK4d9xAFdXV1xK12HGBArh33EAStdXXEYEMVdcYcrh33EAV1dcV1dGRDVGMZdhyuHfcQBK11xKzEwAF0BXV1dXXFdcStdcQEOAQcjJgInMx4DFz4BNzMeARc%2BAzczBgIHIy4BAdEqVithNVEjZg4eICARKFonVCdcKBAgHx4OYyRRNGEsVAHWhuRsmQFUyE6ck4Y5afuGhvtpOIaTnU7I%2FqyZbOQAAAABABcAAAJjArUAFwDjs6AZARm4%2F8BALAwQSIoUAQMIEQBNhhEBFBMKFxAREgsXEA4SCwAPCRMKBRMKAA8KEAwSAUwKuP%2F4tBESAEwSuP%2FwQBQMEgFMChILEnMTChQTChMXAQAPALj%2F8EBIDBIBTAAIEgBNEBAMEgFMABAXEHMPABQPDwBAF1AXYBeAF6AXBRcZkBkBDxkvGQIPDwsfCwIICxgXQhNBEkEQQQ9BC0IKQgBCAD8%2FPz8%2FPz8%2FARDWXl3GXV0Qxl2HECuHfcQBKysrhw7EARgQ1ocrh33EASsrKw%2BHDsQPDw8xMABdAStdK10hLgMnDgMHIz4BNwMzGwEzAx4BFwH2DyoyNhkZNjErD2std0PecKupb9pEeC4eSU9PIyNPT0keWLZgAUf%2B%2FgEC%2Fr1huFkAAAABAAYAAAJQArUAEACLuQAL%2F%2FBAUgwSAUwICwgFC3MMDxQMDw8QEm8MnwyvDAMMEHMABRAMEgFMCAUEAQgBBXMEARQEAQFvAJ8ArwADAA8EHwQCCAQRAQEPDwwQQgxBC0EFQQRBAEIAPz8%2FPz8%2FEjkvMy8BENZeXcZdMocrEADBhwV9EMQBKxgQ%2FdZdxhEzhysIfRDEASsxMDMRLgEnMx4BFz4BNzMOAQcR%2B0V6NnImXjIxXidsNnpEARZr0GRSqU5OqVJkz2r%2B6AAAAAABACEAAAIYArUAFQBNQCoMERILEgEABwcSCxJzAAcUAAcADwgfCAIICBcTCxYSABN5FEELBwh5CUIAP%2F0yxT%2F9xTMBEN7GEN5eXdaHK4d9xIcOxBCHDsTEMTABDgUHIRUhNT4FNyE1IQIOFz1ESEU%2BGQGG%2FgkVOUFGRUEb%2FpwB2wJoGklZY2VkLVNBKGBkZl5SH1MAAQBg%2F0cBQQMPAAcAHUANAgUJA38HCASHBgKHAAAv7S%2FtARDe7RDWwDEwEzMVIxEzFSNg4YqK4QMPSfzKSQAAAAH%2F6P9HAZgDDwADAClAFgEDAAOuAgEUAgIBAAQCA2ICYgFkAGQAPz8%2FPwEvEMaHECuHfcQxMAMzASMYXQFTXwMP%2FDgAAQAI%2F0cA6QMPAAcAHUANA38HCQUBCASHBgKHAAAv7S%2FtARDWwBDe7TEwFyM1MxEjNTPp4YqK4blJAzZJAAAAAAEALwE7AgUCtQAGAGxAQokFmQUCOAVoBXgFA6sEuwQCpAK0AgKGAZYBAjcBZwF3AQNKA1oDAgQEBQMCAgEDBgYDAAADAwcCBH8DjwOfAwMDBgAvxV3NMgERMxkvMxgvETMvGRDFMhgvGRDFMhgvMTAAXQFdXV1dXV0BEwcLAScTAUPCSqGhSsICtf6sJgEa%2FuYmAVQAAAAAAf%2F8%2F0cB8P%2BWAAMAGEAKAQEFAAAEAIcCSwA%2F7QERMy8RMy8xMAchFSEEAfT%2BDGpPAAAAAAEAPQJEAPkDCAADADeyAgEAuP%2FAQAkREgBMAAMEAwC4%2F8CzEgBNALj%2FwLUNAE0AAQIAL83dKyvNARDeGcUrGN0ZxTEwExcHJ3mAL40DCJoqiQAAAAIAK%2F%2F1AcACFQAOADUA2EALIQgKAE0sCBEATSK4%2F%2BCzCABNErj%2F4EAXCABNCggRAE0DKQgSAE0pfxRACAkBTBS4%2F%2FhAEQoATRQ4CAkATBSqNx83ATIzuP%2FAQA4KDABMMwyCH0AICQFMH7j%2F6LMSAE0fuP%2FwQBoRAE0fUAkKAEwfQAgATR82KSSIBAdAEgFNB7j%2FwEAKCAFNB0AREgBMB7j%2FwEASCABNBwcPAwCIFRpRMi%2BIMw9QAD8z7TI%2FM%2B0yEjkvKysrKzPtMgEQ1isrKysr7cQrMl0Q9isrK%2F0rwDEwACsrKysBKyUyNjc1LgEjIg4CFRQWEzIeAhURDgMjIi4CNTQ%2BAjMyHgIXNTQuAiMiBgcnPgEBACEzEQotIBUvJxpALzhNLxQMKzY%2FHyxKNh4jPFAsDh4bFAQKGi0kLkURCxJUQwMEmwUHBhMhGzInAdIdNUks%2FrsCBwYFEidALSs%2BJhIDBQQBGhctIxUNB00IDwAAAAIAUP%2F0AhoDCAASACEAiLUbIA0ATRi4%2F%2BBAKw0ATRkIDgBNGYIIEBIATQgIDgBNCBALDQBMCKsjEgAhfxCqIhJOExaIEA24%2F%2Fi0ERIATA24%2F%2FC1DgBNDVEhuP%2FgtxESAEwhHogAuP%2FgQAwREgBMAAMIDgBNA1AAPyszK%2B0yKz8rKzPtMj8BEPbtMjIQ9isrK%2B0rMTAAKysTPgEzMh4CFRQOAiMiJicRNxEeATMyNjU0LgIjIgYHrRFFLThXPB8lRGA8QWQgXQ4zJktaECQ5KCZAEQHxCxgoSGQ8P2VGJhIJAukQ%2FUkEB2NbKEYzHRoOAAEAM%2F%2F0Ab0CFQAhALe5ABf%2F8LMNAE0SuP%2Fwsw0ATQe4%2F%2FCzDQBNA7j%2F8EAKDQBNAggQAE0NHbj%2FwEAQDBZIHSM%2FI08jAiNADxZIFLj%2F%2BEAMDQBNFIIFQAgJAUwFuP%2FwQCMOAE0FQAgJAEwFqyIOEQgNAE0REAwATRGIDQoIDgBNClAcGbj%2F%2BLMNAE0ZuP%2FwtgwATRmIHQC4%2F%2Fi0DgBNAFEAPysy7SsrMj8rM%2B0rKzIBEPYrKyvtKytdENYrxjEwKysrKysFIi4CNTQ%2BAjMyFhcHLgEjIgYVFB4CMzI2NxcOAwEyP19BICNAXTkjRiAVFTcfTlMTKUAuJTwRDQgeJisMKEhjPDxkSSkMDU8KDGJeKkYyGw4ITgUJBwUAAgAz%2F%2FQB%2FQMIAA4AIQCtuQAX%2F%2FCzDQBNCrj%2F2LMNAE0KuP%2F4tAsMAEwFuP%2FgQBYNAE0OIX8QQAgJAUwQQAgJAEwQqiMIuP%2FwQAwOAE0IghlACAkBTBm4%2F%2FC0ERIATBm4%2F%2FBADQ4ATRlACAkATBmrIgC4%2F%2BC3ERIATAADiCG4%2F%2BBACRESAEwhHlAOC7j%2F8EAKEgBNC4gRFFEQTgA%2FPzPtKzI%2FMyvtMisBEPYrKysr7SsQ9isr%2FcAxMCsrKysBLgEjIg4CFRQWMzI2NxE3EQ4BIyIuAjU0PgIzMhYXAaARQCYoOSQQWksmMw5dIGRBPGBEJR88VzgtRREBmg4aHTNGKFtjBwQCpxD9BwkSJkZlPzxkSCgYCwAAAAIAM%2F%2F0AfkCFQAaACMA7LkAIf%2Fwsw0ATRm4%2F%2FCzDQBNGLj%2F4LMNAE0OuP%2FYsw0ATQe4%2F%2FBACQgATRgQDwBNB7j%2FwLQPEABMBrj%2F%2BEAVDwBNEl8TbxMCExuCCKslTyVvJQIjuP%2F4tQ4ATSOCDLj%2F%2BEAMDgBNDIIAQAgJAUwAuP%2F4sw4ATQC4%2F%2FBADgwATQBACAkATACrJBIPuP%2FwQAkNAE0PiBYjhwu4%2F8BACRMUAEwLCwUTFrj%2F%2BEATDgBNFlEeCA4ATR4QDQBNHogFUAA%2F7SsrPyszEjkvK%2B0Q7SsyARD2KysrK%2B0r7StdEPbtxF0yMTAAKysrASsrKysrEzQ%2BAjMyFhUcAQchHgEzMjY3Fw4BIyIuAiU2JiMiDgIHMyhCVi1pcAH%2BnAZSVzFDEQ0RVTZEY0AfAWUBQTkgMSITAwEDRWdEIoOGBhMIUVQRCE4JFClIY24%2FURkoNBsAAAEAUAAAAYsDCAATAERAIQQTAQgHEgEMAxUKDn8QqhQPSg2HC0kEBwgPEABMB4gDALj%2F%2BLQRAE0ATwA%2FKzLtKzI%2F7T8BEPbtMhDWxjEwAF1eXQEyFhcHLgEjIgYdATMVIxEjETQ2ARspOwwRDCwgQTTIyF1iAwgMBVAGC0c8LU7%2BRgI3ZG0AAAACADP%2FRAHyAhMAHgAtAOq5ACj%2F4LMNAE0nuP%2Fwsw0ATSO4%2F9izDQBNErj%2F8LMQAE0SuP%2FoswgATQu4%2F%2FCzDQBNCrj%2F8EAZDQBNAB4tfxBACAkBTBBACAkATBCqLxgXJbj%2F%2BLMOAE0luP%2FwswwATSW4%2F%2FhADAsATSWCCEAICQFMCLj%2F8LQREgBMCLj%2F6EAVDgBNCEAJAE0ISAgATQirLhgbiBcUuP%2FwQCEODwBMFFIfIogQDVAtIBESAEwtKogAIBESAEwADwMBCAMAL15dMyvtMis%2FM%2B0yPysz7TIBEPYrKysrK%2B0rKyvEMhD2Kyv9xDIxMCsrKysrKyslDgEjIi4CNTQ%2BAjMyFhcRFAYjIiYnNx4BMzI2NQMuASMiBhUUHgIzMjY3AZYMRS4vUz4kIkFeO0FhIXx%2BMVcgERxRLFNJAQ4vKEtRFyczGyU%2BEjQIGR4%2FXkE5X0UnEwj%2BMHhsEAtRCxFCSAGYBAdiUS1AKhQVDgAAAAABAFAAAAH0AwgAGQBuuQAJ%2F%2FC2CABNSxABCbj%2F%2BLQPEABMCLj%2F%2BEAsEABNDX8LQAgJAUwLQAgJAEwLqht%2FG%2B8bAk8bvxsCAhh%2FAKoaGUoMShgTiAa4%2F%2Fi2DwBNBlACTgA%2FPyvtMj8%2FARD27TJdcRD2KyvtMTAAKytdASszETcRPgEzMh4CFREjETQuAiMiDgIHEVBdGjsdPlIxFF0NHjIlDyAdFwUC%2BBD%2B9goLIz9YNf7cARAwRCoTBAUGAv5QAAACAEIAAAC6AuAAAwAPADNAEAAREBECCBGqDQN%2FBwGqEAS4%2F8BACwwSSASJClMCSQBKAD8%2FP%2B0rARD2Mv0y5l5dMTAzIxEzJyImNTQ2MzIWFRQGrV1dLxkjIxkZIyMCCF4hHBwhIRwcIQAAAAAC%2F7z%2FRQC6AuAADwAbAE%2B5AA7%2F6LQJCgBMDrj%2F2EAUCABNAB0QHQIIHaoZDH8TAwqqHBC4%2F8BADwwSSBCJFlMLSQQHiAMAUgA%2FMu0yPz%2FtKwEQ9sQz%2FTLmXl0xMCsrByImJzceATMyNjURMxEUBhMiJjU0NjMyFhUUBgUMJg0MChoLMCldWywZIyMZGSMjuwYFTAMEOzkB%2F%2F4CZGEDISEcHCEhHBwhAAABAFAAAAH8AwgAGgD%2FQBUVCBUATQkYEABNBggYAE0LEA8ATQu4%2F%2FBAGAwATQsQCwBNCggLAE0JEBgATQgIDwBNArj%2F8LMZAE0GuP%2FgtBQYAUwGuP%2FgtAgBTQYVuP%2FgsxsBTRW4%2F%2FBAGxQVAUwVCA4ATQAgGwFNACAWGAFMABAUFQFMALj%2F4EAbDwBNFQAWAH8QFRQQFQAQFhAIAU0WBRAIAU0FuP%2FgsxIATQW4%2F8BAIg0QSAUcEAx%2FDqobFkkQEAsMAEwQEAYVSQ9ODUoMSgZKBUoAPz8%2FPz8%2FEjkvKz8BEPb9wBDWKysrxisQAMGHBSuHfcQBKysrKysrKzIrKzEwACsrKysrKysBKysrAR4DFyMuAycVIxE3ET4DNzMOAwEMHkNBOhRtFTc8PhxdXRg6ODISbRc2OjsBHhdET1EjI0lDOBP6AvgQ%2FiYYOjw3FRk8PT0AAQBO%2F%2FYA%2BQMIAAsAPUATASAMAE0AEAgSAUwBIAgLAEwNC7j%2FwEAQCAxIC4AFfwOqDAVOC4gAUQA%2F7T8BEPb9Gt4rxjEwACsBKysXLgE1ETcRFB4CF%2BxWSF0IEh4WCgJGSgJwEP2PFx4SCQMAAQBQAAADEwITAC0BIUARIyANAE0aEBESAEwVIA0ATQ64%2F%2FC0ERIATA64%2F%2BCzEABNDrj%2F0LMPAE0NuP%2FwtBESAEwNuP%2FosxAATQ24%2F9izDwBNDbj%2F4LMIAE0MuP%2FwQBQQAE0JEBIATQkIEQBNCBAQEgBMBrj%2F%2BLMPAE0FuP%2FgtBESAEwFuP%2FosxAATQW4%2F9CzDwBNBLj%2F6LMQAE0vuP%2FAtAgJAUwvuP%2FAQDcJAE0vqhJ%2FEEAcAE0PEAEQBiB%2FG08eAQ8eAQgeK38tqi4sSh9KEUorJiYbEBAATRsYiAsAAwMGuP%2FwtAgATQYLuP%2F4tQkKAEwLUAA%2FKzMrMy8zEO0yKzIvMz8%2FPwEQ9u3cXl1xMv053F0r7eYrKzEwACsrKysrKysrKysrKysrKysrKysTPgEzMhYXPgMzMh4CFREjETQuAiMiBgceARURIxE0LgIjIg4CBxEjUCBpRTJEFwceLDYfPEwrD10JGSsiLz0LCAhdChkrIQ4gHRgEXQH5CBIbGgUSEQ0jQFg0%2FtwBEC5CLBUZCho%2BIv7cARAuQiwVAgMEAf5JAAAAAAEAUAAAAfQCEwAXAG65AAb%2F8EAOCABNDggNAE0NIA0ATQa4%2F%2FCzEABNBrj%2F%2BLMPAE0FuP%2FoQB8QAE0Kfw8IHwgCCAiqGb8ZARV%2FF6oYFkoJShUQiAADuP%2F4tA8ATQNQAD8rM%2B0yPz8BEPbtXRD2Xl3tMTAAKysrKysBKxM%2BATMyHgIVESMRNC4CIyIOAgcRI1AgakU%2BUjEUXQ0eMiUPIB0XBV0B%2BQgSIz9YNf7cARAwRCoTAgMEAf5JAAAAAgAz%2F%2FMCGwIVABMAHwCBuQAf%2F9izDQBNG7j%2F2EAbDQBNGSgNAE0VKA0ATRQQDgBNFIIAqyF%2FIQEauP%2FwQCMOAE0aggpACAkBTApACAkATAqrIBcIEgBNFwgOAE0XiA9QHbj%2F%2BLMSAE0duP%2F4tg4ATR2IBVEAP%2B0rKz%2FtKysBEPYrK%2B0rXRD27SsxMAArKysrARQOAiMiLgI1ND4CMzIeAgc0JiMiBhUUFjMyNgIbJEFaNTVaQSQkQVo1NVpBJGFPRERPT0RETwEEPmRIJydIZD49ZUgnJ0hlPVhnZ1hYZ2cAAAAAAgBQ%2F0cCGgITAA4AIQB6QFgNEA0ATQwgDQBNAhgSAE0CMA0ATQAQEQBNABgOAE0Afw8IEwBNDxASAE0PCA4ATQ8QCwwATA%2BrIwYXfxmqIgYDiBodUBhLByAREgBMBwqIFyAREgBMFxRRAD8zK%2B0yKz8%2FM%2B0yARD27TIQ9isrKyvtKysxMCsrKysBNCYjIgYHER4BMzI%2BAjcUDgIjIiYnFSMRPgEzMh4CAblaSyovDhFAJig5JBBhHzxXOC1FEV0hY0E8YEQlAQNbYgYE%2FrgOGh0zRSg7ZEgoGAvQArEIEyZGZQAAAgAz%2F0cB%2FQITAA4AIQC5uQAR%2F%2FCzDQBNDbj%2F8LMSAE0NuP%2Fgsw0ATQO4%2F%2FBAFw0ATRkZCH8XQAgJAUwXQAgJAEwXqiMAuP%2F4QAwOAE0Agg9ACAkBTA%2B4%2F%2BizEgBND7j%2F8EAUDgBND0AICQBMD6siCCAREgBMCAW4%2F%2FBAJg0ATQWIGiAREgBMGh1RGEsJDBARAE0MCA4ATQwQCw0ATAyIFxRQAD8z7SsrKzI%2FPzMr7SsyKwEQ9isrKyvtKxD2KyvtMi8xMCsrKysTFB4CMzI2NxEuASMiBgc0PgIzMhYXESM1DgEjIi4ClBAkOSgmQBEOLypLWmElRGA8QWMhXRFFLThXPB8BAyhFMx0aDgFIBAZiWz9lRiYTCP1P0AsYKEhkAAAAAAEAUAAAAXgCEwARACVAEgYFEwx%2FDqoSDUoMBgmIDwUAUAA%2FMjLtMjI%2FARD27RDGMjEwATIeAhcHLgEjIgYHESMRPgEBEAwfHhkGEAszKBozCF0hYgITAwUFAlEECwsC%2FksB8gwVAAAAAQAo%2F%2FQBlwIVAC0BOrkAJf%2FYswkATSW4%2F8hAEwgATQwwCQBNDEAIAE0JGBIATSu4%2F%2FBADxMATSYYCgwATCUIDgBNIrj%2F%2BLMSAE0iuP%2FgsxEATSK4%2F%2FhACQ8ATSEIFABNIbj%2F8LMSAE0huP%2FwswoATQ24%2F%2Bi0CwwATA24%2F%2BBADgoATQkQEQBNCBgKAE0GuP%2F4QEITAE0GCBIATQYIDxAATAUIDwBNBRALDABMCAUhHggeIX8FCBQFCCEFHgUaA3%2BfEwETJKsvPy8BGn8LKi4eCBUATR64%2F%2Fi2EABNBR4OK7j%2F8LMVAE0ruP%2F4QBQUAE0rAIgqJ1EUF4gTDggTAE0OUAA%2FKzPtMj8z7TIrKxI5OSsrARDe1u1dEPbEXe0ROTkQwYcEKxABwYcEfRDEMTAAKysrKysrKysrKysrKysrKysrASsrKysrNzI2NTQmJy4DNTQ2MzIeAhcHLgEjIgYVFB4CFx4DFRQGIyImJzceAck5NzY%2BHjcoGGZYFiwmHQgRD0AtJzoNGygcJTopFmtjRU4OERBGQx4hIigZDBkiMCNFUQUHCANQCBEfIREaFRIKDhskMyVIShcGUAYYAAAAAAEASv%2F1AYACqQAXAF5ADx8ZLxk%2FGQMTIAgATQwCDbj%2FwEAQDRhIDRlPGQEDF38VqhgMCbj%2F%2BEAZERIATAmIDRAICgsATBAQCQBNEFEXAocASQA%2F7c0%2FKysz7SsyARD27TJdENYrxjMxMCtdEzMVIxUUHgIzMjY3Fw4BIyIuAjURN6fFxQwYJBgqMwoSDkYtNUUqEV0CCE7wJzMdDBMETQcVGzZPNAHQEAAAAAABAEr%2F9QHuAggAFQBQQCEGGAgATVQMARN%2FDxUfFQIIFaoXvxcBCn8IqhYUSQlJEw64%2F%2FBADw0OAEwOiAADEA8QAEwDUQA%2FKzPtKzI%2FPwEQ9u1dEPZeXe0xMABdASslDgEjIi4CNREzERQWMzI%2BAjcRMwHuIGlFPFIyFl08Rw8gHBcFXQ8IEiNAVzUBJP7wX1ICAwMCAbcAAAEAEAAAAeYCCAASALu2DwgPEABMC7j%2F%2BEAPDxAATAYICgBNBhAJAE0BuP%2F4twkKAEyQDQENuP%2FAszxCSA24%2F8CzJi1IDbj%2F4EBKExZIDRINCBJ%2FAAMUAAADDQgHBA0ECH8HBBQHBwQUnwCvAAIAABAAAgADf58ErwQCAAQQBAIEDwcfBwIIBxMSSQhJB0kESgNKAEkAPz8%2FPz8%2FARDWXl3VXV391V1dxocQKxAAwYcFfRDEhxgQKwh9EMQAKysrcjEwASsrKysrAQYCByMmAiczHgMXPgM3AeYnaTFUMWknZAwhJSYRESYlIQwCCJL%2B9GpqAQySMW9tZigoZm1vMQABABIAAAL3AggAJAPKQAlAJgEdCBAATRa4%2F%2FCzEAFNFbj%2F%2BLMSAE0LuP%2F4sxcATQW4%2F%2FizEgBNBbj%2F8EATEQBNBSgIAE0BCBEATSMYDwBNGbj%2F8EAJEABNCBgPAE0kuP%2FwswkBTSS4%2F%2FC0ExUATCS4%2F%2Bi0DQ4ATCS4%2F%2BhACgkATUAkATQkASS4%2F8CzJipIJLj%2F4EAOICVIciQBQCRQJGAkAyS4%2F%2BBADxMXSCQgGyB%2FISQUISQmIbj%2FwLMOAU0huP%2FAtQ4ATSEbALj%2F6LMOAU0AuP%2FwQEoNAU0AIAoBTQAQExUATAAgDwBNABAKAE1bAAEAICgrSP0AAesAAdkAAbsAAZoAAYsAAX0AAV8AbwACSgABuwDLANsAAxYQEgFNFrj%2F8EAODwFNFigOAU0WGA0BTRa4%2F%2FBADwoBTRYgFhcATBYQFQBNFrj%2F%2BLMUAE0WuP%2FwQAkTAE0WGBIATRa4%2F%2FBADg8ATRYgDgBNFhgNAE0WuP%2FwQIYKAE02FgEEFgH2FgHkFgGXFrcWAnYWAWQWAVIWAUYWAfkWAbYWAQAWGxZ%2FAwAUAwA%2FG08bAn8b7xsCGwMHCA4BTQcYCQFNBxATFQBMBxAOAE0HGA0ATQcYCQBNTwcBOwcBB0AmKkgHICAlSH0HAU8HXwdvBwMHIBMXSAcLEAt%2FCgcUCgoHBrj%2F6LMOAU0GuP%2F4QAkJAU0GGBkATQa4%2F%2BC0FRYATAa4%2F%2FC0EhQATAa4%2F%2BCzDgBNBrj%2F6LYNAE1UBgEGuP%2FgQBInK0jWBgGEBgF2BgFEBmQGAga4%2F%2BBAExMXSBUQEgFNFRAOAU0VCA0BTRW4%2F%2FCzCgFNFbj%2F4ECmGQBNFRgWAE0VIBUATRUQExQATBUgDgBNFSAJAE02FQELFQH5FQG0FcQVApYVAWcVAVYVAUoVAfkVAcsV2xXrFQO5FQEGFRAVfwMGFAMGPwNPA18DvwPPAwV%2FA48D7wMDA0AQ0BACYBDwEAIQQAoBDwofCgIICiUkSiFJIEkWSRsQJBABZBB0EAIrAwGcAwGNAwFrA3sDAhADBhVJC0kKSQdKBkoASgA%2FPz8%2FPz8SOTldXV1xXXERMz8%2FPz8BENZeXXEZ1V1xGNVdcYcrh33EAV1dXXFxcXFxcXJyKysrKysrKysrKytxcXFxK3IrKysrKysrhxgQK4d9xAErcXErK3JyKysrKysrGBDFXXGHK4d9xAFdXXFxcXFxcXFycisrKysrKysrKysrKysrXXFxcXFxcXFxcStyKysrKysrGRDVKysYxocrh33EAStxcSsrcnIrKysrMTAAKysrASsrKysrKysrcSEuAScOAQcjJgInMx4DFz4DNzMeAxc%2BAzczBgIHAfkcPxoaPhxRLlgnZAocHyIPESEeGwpNCRoeIREPISAcCmAnWC5IuWRkuUhnAQiZL25uZiYvaWtnLS1na2kvJmZubi%2BZ%2FvhnAAAAAAEAEAAAAe0CCAAXAKlAJEYUARQTChAXERILEBdJDgEOEgsPAAkTCgUTCg8AChAMEgFMErj%2F8EAUDBIBTAoSCxJ%2FEwoUEwoTFwEPAAC4%2F%2FBAMAwSAUwQEAwSAUwAEBcQfw8AFA8PABcZDw8LHwsCCAsYF0oTSRJJEEkPSQtKCkoASgA%2FPz8%2FPz8%2FPwEQ1l5dxhDGhxArh33EASsrhw7EARgQ1ocrh33EASsrD4cOxA8BcQ8PcTEwIS4DJw4DByM%2BATcnMxc3MwceARcBhwsgJigTEyglIAtgI2EwrGl8fWOoMGUjFjY5OBkZOTk2FUSNQPe2tvFBkUUAAQAC%2F0QB3wIIACAA9bkAGf%2F4sw8ATRm4%2F%2Bi2DgBNBBgBFbj%2F%2BECIDQBNBw8BBwgQAE0HEA8ATQkHAQUIDQBNACAJFhUUExcTEBIXExIFFwUSfxMXFBMXIhNAERIATBNADQBNEwgMAE0TQAkATRMMDQ8KDwgHBgkGICYBTQYgJypIBgoPCn8JBhQJBgUPDwkfCQIICSHQD%2BAP8A8DDwYFAxIAA4ggG1ITSRJJCkkJSQA%2FPz8%2FPzPtMhIXOXEBENZeXRnFMocYK4d9xAErK4cOxMQQhw7ExAEZ1SsrKysYxocrEADBhwV9EMQQDsQQhw7ExMQBGBDGMjEwK10rK10rXSsrFx4BMzI2NyYCJzMeAxc%2BATczBgIHDgMjIi4CJxMLIxE3Phk%2FbSRkCx8mLBgmOBlgJFgzFCs0QSkLGBcTBGEFCTE3eAENii1obm4zac5tk%2F7xdi1BKhQDBQYCAAAAAAEAJAAAAbECCAARAEFAJQUOCQ5%2FAAUUAAUADwYfBgIGEwATAQgPCRIOAA%2BHEEkJBQaHB0oAP%2F3BxT%2F9xcEBEN7GXl0Q3l3WhyuHfcQxMAEOAwchFSE1PgM3ITUhAakVRU9PHgEe%2FnMYRk1JG%2F7%2FAXcBwhdUZnAzTj4samldIE4AAQAo%2F0cBRQMPACgAWkALCSABCQgBCA0bERe4%2F%2FBAKAgNSBd%2FiSiZKAJiKHIoAigGoCIBIhAIDUgiKSiIAAAUFAsbiB0NiAsAL%2B0v7RI5GS8zGC%2FtARDeK10yzl1d%2FSsyzjIxMF5dXRMyPgI9ATQ%2BAjsBFSIGHQEUBgceAR0BFBYzFSMiLgI9ATQuAiMoGCIXCxIsSTYEOTEjICAjMTkENkksEgsXIhgBTxEbIxK0KUArF0kpOppCSBQUSEKaOilJFixAKbQSIxsRAAAAAQBg%2F0cAtwMPAAMAFLcBrgMDBQQCAAAvLwEREjkv7TEwEzMRI2BXVwMP%2FDgAAAAAAQAI%2F0cBJQMPACgAXkAkZyABBiABBggBCBsNFxAQCA1IEH8ihgCWAAJtAH0AAgCvBQEFuP%2FwQBIIDUgFKgCIKCgUFAsbiB0NiAsAL%2B0v7RI5GS8zGC%2FtARDeK13OXV0z%2FSsyzjIxMF5dXV0BIg4CHQEUDgIrATUyNj0BNDY3LgE9ATQmIzUzMh4CHQEUHgIzASUYIhcLEixJNgQ5MSMgICMxOQQ2SSwSCxciGAEHERsjErQpQCwWSSk6mkJIFBRIQpo6KUkXK0AptBIjGxEAAAEAKgDZAggBfgAhAFhAOqYYAQkUAXkIiQgCqQcBBAMBCCGvUABwAJAAAwQAFAAkAAMAEK8JERkRKREDEREiACEWrwsREByvBQsAL9ztxDIQ%2FcQyAREzL13t1F1d7TEwXl1dXV1dAQ4DIyImJy4BIyIOAgcnPgMzMhYXHgEzMj4CNwIIBBEgMSMeMxcbMhwQFhAKBEAEEh8xIx4zFxsyHBAWEAoEAWUUMCsdGA4QHw8XGw0SEzErHRgOEB8PFxsNAAEALf%2FzAicCwgAzAMVAeZknAVgmARoZERAZEBkQLgcGISI1MypHGwEbGBIPpxUBFX8xKygApi4BmC4BBi4WLkYuhi4ELjSbIashAiEeiCUAAA8BCA%2BFETExERsoKCsYhRoRGhEaA4simyICIpclASVRhAeUBwIHCoiTBgGEBgEGmAMBDwMBA1QAP11dM11d7TJdP10zXRI5OS8vEO0yMy8zETMvEO1eXTIQ7TJdARDcXV1dMjIyMu1dMjIyMl3OMhDWMsYyEjk5Ly8RMxEzMTBdXRM%2BATMyFhcHLgEjIg4CBzMHIwYUFRwBFzMHIx4BMzI2NxcOASMiJicjNTMmNDU8ATcjNYkXiGosOh0UGDkeJjkpGgfpDuUBAdEOuxFZQyo9GBQRVDN1gBNaUgEBUgHYdXULCVAJCxYoOSNIDRoODRgLSFlGEAtPCRR%2FcUgLGA0OGg1IAAAAAQAh%2F4IArwByAA0ANLkABv%2FgQBoIC0gGAAOCDQcKCg4PPw1PDQINBxAGIAYCBgAvXTMvXQEREjkvzjPtMjIrMTA3HAEHDgEHJz4BNTQmJ68BBCYbSBUVAQFyCxUKNGYsFyxaJwoXC%2F%2F%2FACH%2FggFlAHIAJgBjAAAABwBjALYAAAABADQCRgFEAwEABQAuQBhQBQEFBV8BAQEBAwMGfwOPA58DAwMAAgQALzPdzV0BETMZLzIYL10yL10xMBMXBycHJ7yIJ2FhJwMBjyxYWCwAAAEAHgA%2FAPsB%2BQAFACu0BAIFAQO4%2F8BADA4SSAMABgQFAgEAAwAZLzPNMs0yARgQ1sUr1TLFMjEwEzcXBxcHHpxBb29BARzdI7q6IwACADr%2F%2BQO8ArwAEgAtAG9ASCMncwoKGCYiKS8HABcAAgB2eBiYGKgYA2YYARguCih5KiR5JiYgKkILInkgQQgOGA5YDmgOBA58HUUHBRcFVwVnBQQIBXwTRgA%2F7V5dP%2B1dP%2B0yPxI5L%2B0Q7TIBEN5dXe1dENbGxhI5L%2B0yMTATFB4CMzI2NzY3ES4BIyIOAgEiLgI1ND4CMzIWFyEVIRUhFSEVIRUhDgGhJkdmPxchCwwJFiwWP2ZHJgESUYplOTplilEXOBkBh%2F7JARP%2B7QFQ%2FmAZOQFbQGRFJQEBAQICEQMCJUVk%2Fl8sWIVZWYRYLAQDUdFP81EDBAAAAAABADwCCADKAvgADQBLuQAI%2F%2FCzEgBNCLj%2F%2BEAmEQBNBwY6BgELBhsGKwYDCAYAgg0KD0ANAQ0HkAYBLwY%2FBm8GAwYAL11dMy9dARDeMu0yXl1dETMxMCsrEzwBNz4BNxcOARUUFhc8AQQmG0gVFQEBAggLFQo0ZiwXLFonChcLAAEAIQH%2BAK8C7gANAClAFwYHDQCCCg6QDQEvDT8Nbw0DDQdABgEGAC9dMy9dXQEQ1O0zzjIxMBMcAQcOAQcnPgE1NCYnrwEEJhtIFRUBAQLuCxUKNGUtFy1ZJwoXCwAA%2F%2F8APAIIAYAC%2BAAmAGgAAAAHAGgAtgAA%2F%2F8AIQH%2BAWUC7gAmAGkAAAAHAGkAtgAAAAEANADiATQB4AATABO2CgAAFRQPBQAvzQEREjkvzTEwARQOAiMiLgI1ND4CMzIeAgE0EiEvHh4vIRISIS8eHi8hEgFhGi4iFRUiLhoZLyIVFSIvAAH%2F%2FgEEAfIBUwADABG1AQUDBAACAC%2FNARDGEMQxMAMhFSECAfT%2BDAFTTwAAAf%2F%2BAQQD5gFTAAMAE7UBBQMEAAIAL80BEMYQxDEwMTADIRUhAgPo%2FBgBU08AAAAAAQAXAmcBYALfAB0AVUA3aQd5B4kHAx0PAB8ALwADCAAODx4AHR2gC7ALwAsDCzQURBQCFK8avxrPGgMaBQ8ODjkFSQUCBQAvXTMvMxDdXdxdzV0zLzMBENYyzF5dMjEwAF0BDgMjIiYnLgEjIgYHJz4DMzIWFx4BMzI2NwFgBREaIxUUIxARGAsRHQgwBBIaIxUUIxARGAsRHQgCxwwgGxMOCAgIHBAYDCAbEw4ICAgcEAAAAQAoAD8BBQH5AAUAKEASAwEEAAJADhJIAgUHAwQBAAUCABkvM80yzTIBGBDezSvdMs0yMTA3JzcnNxdpQW9vQZw%2FI7q6I90AAwAz%2F%2FMDfQIVACcAMwA8AKBAaHcXhxcCJCUDE6c8ATxUHmQeAkYeAR6CKH8lAVkoaSgCJSglKAtpNAE0gncZhxkCGas%2BVi5mLgIugg8LAQgLqz08hR0dBhNnFgEWUDdJK1krAiuIEFAkISFGMVYxAjGIBlElA2gAAQBRAD9dMjI%2F7V0yETM%2F7V0yP10zEjkv7QEQ%2Fl5d7V0Q%2Fl3tXRI5OS8vXV0Q7V1dMl05OREzMTBdBSImJw4BIyIuAjU0PgIzMhYXPgEzMhYVFAYdASEeATMyNjcXDgEBNCYjIgYVFBYzMjYlNiYjIg4CBwK9T2kdIGI%2FNVpBJCRBWjU%2FYx8hZTZocQH%2BnAZTVjFDEQ0RVf7HT0RET09ERE8BYgFBOSAxIRQDDDozNjgnSGQ%2BPWVIJzszODaEhQgLBQlQVREITgkUARBYZ2dYWGdnij9RGSg0GwAAAAIAR%2F9HAM0CCAAJABUAI0AQEAQHfwoDCQkWFwMTDVAISwA%2FP93OARESOS8zxP0yxDEwNzQ2NzMeAR0BIwM0NjMyFhUUBiMiJlgMCToJDGQRJB8fJCQfHyQCVIlERIlUuwJ%2BGygoGxsoKAAAAAEAVv%2BTAeACtQAkAGxAQwcdfwYfQA8SSB8fAAsKGa8aARomkCYBVhEBEYIAJRlGFlYWAhaIIB4aCR0ZHQIdSgtJDlkOAg6ICgcFBggWCAIICFAAP15dM8Uz7V0yP10zxTPtXTIBEN7tXV0Q1l0yxjISOS8rM%2B0yMTATND4CNzUzFRYXBy4BIyIGFRQeAjMyNjcXDgEHFSM1LgNWGzFILVM6NBUVNx9OUxMpQC4lPBENDkQkUzBIMBkBIzFWRC4JkIsDFE0JDF5aKEMwGg4HTAgPAouQCS1DVgAAAAABADwAAAIHAsIAIgCVuQAf%2F%2BizDwBNH7j%2F8EBUDgBNFRAQAE0UCBAATRQICQBNCwgPAE0HFQEbGggBAREIJAcDInMNCggQEgBMChEwDwEPDwEPIxsdfBcQAHkCDg4AAhACAggCAgkaZxcBF0UHeQlCAD%2FtP10zEjkvXl0zLxDtMhDtMgEQ1l1d3cwrwP0yxRDGETkvEMYyMTAAXQErKysrKysTMxUjFRQGByEVIT4BPQEjNTM1ND4CMzIWFwcmIyIOAhX2vb0ICAEh%2FnYLEV1dHzlQMCw8HBc1PBssHxEBdUsIMm4yUEeNRw9LU0phORYQC1AZECZAMAAAAAACACwAbQIIAkkAHgAyAJJAYA80LzRPNAMIEgyHDAFlDHUMAgwTC6AfAR8PHAMdAogCmAICagJ6AgICrykBKQAzGhWIFZgVAmoVehUCFRsUFwQKCQWHBZcFAmUFdQUCBaAksCTAJAMkB68uvy7PLgMuFwAvzV3czV0zXV0RM84yEM4yM11dETMBEN7NXTNdXREzzjLczV3OMjNdXREzMTBeXRM0Nyc3FzYzMhc3FwceARUUBgcXBycGIyImJwcnNyYlNC4CIyIOAhUUHgIzMj4CWRxJOkovOzsuSzpKDg8PDko6SzA5HTYXSjpJHAE3EyArGBgrIBMTICsYGCsgEwFbPS1KOksdHUs6ShY1HyA0Fko6ShwODko6SS0%2BHC4hEREhLhwdLSERESEtAAABABEAAAIkArUAHgC1QG4AGBAYAhgcHg8SDwwScxMWFBMWBxYXFgIWHiBvE58TrxMDExkecwAPDAsIDwgMcwsIFAsLCAgIGAgCCA8GHwYCBgIEbwCfAK8AAwAPCx8LAggLHwMaeQIcHgYYeRYICBYWEx5CE0ESQQxBC0EAQgA%2FPz8%2FPz8SOS8zLxDtMhDeMu0yARDWXl3UXTLOMl0zXYcQKxAAwYcFfRDEARgQ%2FTLUXcYRM12HKwh9EMQBGBDOMl0xMDM1IzUzNSM1My4BJzMeARc%2BATczDgEHMxUjFTMVIxXtoqKiiDZhK2ckVC0sUSVlLGE2iaKiompHZkdYrVJOnEhInE5TrVdHZkdqAAAAAAIAYP9HALcDDwADAAcAHUANAQWuAwcHCQAIBFoCWQA%2FPxDGARI5L8DtMjEwNzMRIxEzESNgV1dXV8b%2BgQPI%2FoEAAAAAAgAr%2F5MBwgLFADsAUQELQLMlNgE3K6crAigXAagQAVdFARo3AQs3AaQ0AYYzAagyAagvAWUrARUYAQQYAakMAYgMAUpNgi0GgjUdHDgLATYqAQsqDqQyATcyATI3LQEtUz9CggA7DiOCFqoTARM4DgEOUh0dIIh3EwEGEwETP5gyAQkyAQgySpQqAXYqhioCayoBVioBiD8Bej8BbT8Bl0oBmQsBeguKCwJpCwFaCwELSj8qBJYcARwZU5k7ATs4iAADUQA%2FM%2B0yXT8zXRc5XV1dXV1dXV1dXV1dETNeXV0RM11d7TIvARDeXTJd1O0QxDLtMhDWXTJdXRE5OV1dxDLU7RDtMjEwAF1dXV1dXV1dXV1dXQFdXV1dFx4BMzI2NTQmJy4DNTQ%2BAjcuATU0NjMyFhcHLgEjIgYVFB4CFx4DFRQOAgceARUUBiMiJicTLgEnDgEVFB4CFx4BFz4BNTQuAkQeSDg4OTZAJEExHBEZIA8ZHWFYM1gaFRhFNCc5DBooHCRBMRwQGB8PHSRqYkNXGq8HDQcdJBcpOCEFCQUdJBcoNAENEiEkIycWDBwoOCgaLSUbCRQ0IkVRFAhNCRQhIRIZFRIJDBwoOCgZLCQdCRU4JUtNFQ0B4wIFAxMzHhojGxULAgMCEzIfGiMaFAAAAAACACMCaAFVAt4ACwAXACm5ABX%2FwEASDRJIFQ8DQA0SSAMJCRgSDAYAAC%2FNL80BETMvzSvezSsxMBMiJjU0NjMyFhUUBjMiJjU0NjMyFhUUBl0XIyMXFyMjpxcjIxcXIyMCaCEaGiEhGhohIRoaISEaGiEAAAMAQf%2FxAu0CxQATACcASQDbQJ43oEUBRbAUwBTQFAOZFAFoFAEUd1gAaAACAygAAQwAHAACAgBLvz7PPt8%2BA6Y%2BAT53jy0BLb8ezx7fHgOWHgFnHgEed1cKZwoCBgoWCiYKAwgKSsg4ATg7fTdwMgFhMgEyoBmwGcAZA4kZARl9Zw8BSA9YDwIZDwEPRURBfUV%2FKAFuKAEoryO%2FI88jA4YjASN9aAUBRwVXBQIWBQEFRgA%2FXV1d%2FV1d1l1dMu0yP11dXf1dXdZdXTLtMl0BEN5eXV39XV1d3l3tXV0Q1l9dXV9d%2FV1dXcZdMjEwARQOAiMiLgI1ND4CMzIeAgc0LgIjIg4CFRQeAjMyPgIFIi4CNTQ%2BAjMyHgIXBy4BIyIGFRQWMzI2NxcOAwLtOF58RER8Xjg4XnxERHxeOEkoR2M7O2NHKChHYzs7Y0co%2Fv8rRjMcHzRGJxorIBUEFww1IzNEPjwnMw4TBRciKwFbVYddMTFdh1VVh10xMV2HVUJtTioqTm1CQm1OKipObY0cNE0yMUw1HAgLCwM8BxNHRD5PEQc8AwsJBwACACYBSQFQAsIADgAxAJZAKkgfWB8CSBsBVxIBExIBBBIBA7AlwCXQJQMlk1cUZxQCJhQ2FEYUAxQzL7j%2FwEAVDRBIL78MzwzfDAMMlEkdWR1pHQMduP%2FAQCQIC0gdMi4rmg8lACIQIgIIIpoQByAH0AfgBwQHBw8AmhgvD2gAPzPU7RI5L13tXl0yEO0yARDeK13tXcQrENZdXf1dwDEwXV1dXV0TMjY3NS4BIyIOAhUUFhMyHgIdAQ4BIyIuAjU0PgIzMhYXNTQuAiMiBgcnPgHEFiwFCyIQESMcEi8iKTgjDxhSKSE3KBcaLDogDiIVBhIgGhc3FAoTPQGHAgJkAgIEDBUQHhkBOxQkMyDgBQkNHCwgHywbDAIDAw8eFw8GBz8FCgAA%2F%2F8AHgA%2FAcsB%2BQAmAGYAAAAHAGYA0AAAAAEANQA1Af8BigAFABxADACvAgQCBAcGBa8DAQAvL%2B0BERI5OS8v7TEwAREjESE1Af9Q%2FoYBiv6rAQZP%2F%2F8AGgEAAREBVwIWABAAAAAEAEH%2F8QLtAsUAEwAnAD0ASAFFQO5WNwE1N0U3AjU0RTRVNAPHDAHHBwHIAwF3NAEDKCi0QsRC1EIDQnc12Sv5KwIrODg9PZc1AWo1ASc1VzUCNbQUxBTUFAOYFAEUdygAWABoAAMMABwAAgIASiy%2FSM9I30gDSHXALgFZLmkumS4DQC4BKS4BLr8ezx7fHgOWHgEedwYKFgomClYKZgoFCApJ0D7gPgI%2BezggKzArAisrLUV9hjIBYTIBVTIBFjJGMgIyoBmwGcAZA4kZARl9Zw8BGQ9JD1kPAw9FPYktAW4tARktSS1ZLQMtryO%2FI88jA4YjASN9aAUBFgVGBVYFAwVGAD9dXf1dXc5dXV0yP11d%2FV1d3l1dXV3tEjkvXTPtXQEQ3l5d%2FV1d3l1dXV3tXTIQ1l9dXf1dXc5dXV0yfS8yETNdGBDtXTJ9LzEwAF9dAV1dXV1dXQEUDgIjIi4CNTQ%2BAjMyHgIHNC4CIyIOAhUUHgIzMj4CBy4BJyMVIxE%2BATMyFhUUBgceAxcnMzI2NTQmIyIGBwLtOF58RER8Xjg4XnxERHxeOEkoR2M7O2NHKChHYzs7Y0coqhc5FUNHGzwZVlonJAoaHBwL9SYtPDkoCxgLAVtVh10xMV2HVVWHXTExXYdVQm1OKipObUJCbU4qKk5thS1RGJYBhAYGQEElNw8MJCwwGNAZJyUdAQEAAAAAAQAuAn8BSgLHAAMAHkAPAQEAAASvAL8AAgAwAgECAC9dzV0BETMvMi8xMBMhFSEuARz%2B5ALHSAACABoB8gEyAwgAEwAfAGlASL8AzwDfAAMAlBS%2FGs8a3xoDGpQKwBQBDwoBCApACxBIFAoUCiEgzw8BD5rAFwFGFwE9FwEGFxYXJhcDF2jPHQEdmgUQCQ1IBQAvK%2B1dP11dXV3tXQEREjk5Ly8rXl1dEO1dEO1dMTABFA4CIyIuAjU0PgIzMh4CBzQmIyIGFRQWMzI2ATIXJjMcHDMmFxcmMxwcMyYXQyseHisrHh4rAn0gNCQTEyQ0ICA0JBMTJDQgIykpIyMpKQAAAAACADUAAAH%2FAmwACwAPAGBAOg0FAwevAQmvCwELD4AFkAUCHwUvBQJQDwEFCQ8PCQUDERAMrw5cBK8GBgpAAgECAK9PCAEIrwoBCl8AP13FXf3GXREzL%2B0%2F7QEREhc5Ly8vXV1dETNdEMDtMhEzMTATMzUzFTMVIxUjNSMRIRUhNb1Qvb1QvQHK%2FjYBo8nJT8nJ%2FvtPAAAAAAEAHgE7ATgCxQAhAF9AOxMgIyAzIAMTsmcAdwACVgABAAAJCLILCxscCRwJHCMiGxazHwizSQoBCrFmHHYchhwDVRwBHEYfAR9xAD9dM11d9F3tEO0yARESOTkvLxEzMy%2FtETMvXV3tMTAAXQEUDgIHDgEHMxUhJj4CNz4BNTQmIyIOAgcnPgEzMhYBKBMgKhgRIQO6%2FvYDDx0mFSIrIR0RHhgTBSQRRS1FQgJWFSgnJxUOIQ0%2FITMqIxIdMRgaGAkNDQQxEiM6AAAAAAEAIAEzATYCxQAtAGdAGhUkAQQkAQg3HGccAh8QsnYdAR0iCQkqA7IiuP%2FwQB8ID0giLxYXK2AqASouHwqzCAgaKwCzKiexFhOzFxpxAD8z7TL0Mu0yEjkv7TkBENZdMsYyENYr7RI5LxDUXe0zMTBdXl1dEzI2NTQuAisBNTMyPgI1NCYjIgYHJz4BMzIWFRQHHgEVFA4CIyImJzceAZA1KBIfKBUTGQ4fGRAlHRsuERkQQyJJPTcjKRIoPywfQBIPFjEBcSEaERgPBzkFDBUPGRUTCDcLFzsuMR8LMyMaKyESDgk8CA0AAAAAAQB%2FAkQBOwMIAAMAOEAOAQIDQBESAEwDAAUAQAO4%2F8CzEgBNA7j%2FwLYNAE0DgAIBAC%2FNGt0rKxrNARDeGcUrGN0ZxTEwAQcnNwE7jS%2BAAs2JKpoAAQBQ%2F0cB9AIIABgAOEAfC38JEhV%2FAH8XCRcJFxoZGEkWSxIwDRJIEgSID1EKSQA%2FP%2B0zKz8%2FARESOTkvLxDt7TIQ7TEwExEUFjMyPgI3ETMRDgEjIiYnHgEdASMRrT5FDyAcFwVdIGU8N0EUAwJcAgj%2B6l9MAgMDAgG3%2FgcIEhcWHDkfZwLBAAEAK%2F9HAiECvAAWADFAGxF1EwN1BRMFCQkFEwMYFxJDvwDPAAIADkUEQwA%2FP81dPwEREhc5Ly8vEO0Q7TEwASIGBxEjES4BNTQ%2BAjMyFhcRIxEuAQGCCBAGTm98LVR4SipgKU4OKgJvAQH82gG%2FC2hmN1I4HAcK%2FJwDIwIDAAD%2F%2FwA4AOMAvgFpAhcAEQAAAPAAAAABAEX%2FQwD%2BABQAHQAyQBkAGwOiERuhFQsLHhUVHx4ADKYPpggaaQhqAD8%2FEO3tMgEREjkvETkvEO0Q7REzMTAXHgEVFA4CIyImJzceATMyNTQmLwE%2BAzczDgHHHRoKGCgdGisNCwwbESQWFAcDDAwLA0AGEiUOISALGhYOCAU5BAYXCw8IAwobGhUFCyIAAAABADIBOwDuAr0ACgAuQBkAfwoBCgSyBgYMC4oHAXsHAQcKswAFsQNwAD%2Ft3u0yXV0BERI5L%2B3OXTIxMBM%2BATczESMRDgEHMiZKGzFGFjkUAm0NKRr%2BfgEmDhYGAAIAKwFIAZMCxAATAB8AWkA%2BvwDPAN8AAwCUFL8azxrfGgOWGqYaAhqUCrAUwBTQFAOZFKkUAgYUFhQCCQoZCgIIFAoUCiEgF5oPaB2aBWcAP%2B0%2F7QEREjk5Ly9eXV1dXRDtXV0Q7V0xMAEUDgIjIi4CNTQ%2BAjMyHgIHNCYjIgYVFBYzMjYBkxswQicnQjAbGzBCJydCMBtKNzMyODczMzcCBitGMhsbMkYrK0cxGxsxRys4Q0M4N0REAAD%2F%2FwAoAD8B1QH5ACYAcAAAAAcAcADQAAD%2F%2FwAyAAADUgK9ACYAiwAAACcA1QFrAAAABwDXAgP%2ByP%2F%2FADIAAAM7Ar0AJgCLAAAAJwDVAVYAAAAHAIQCA%2F7I%2F%2F8AIAAAA1ICxQAmAIUAAAAnANUBegAAAAcA1wID%2FsgAAgAc%2F0QBgQIIACEALQBhQD6HEAFmEAEKDgEIIoIoKBh%2FGxsOBXAGgAaQBgMGLwB%2FDkAJD0gOLhgrJVAFA4h5BokGmQYDBgkJGQkpCQMJUgA%2FXTNd7TI%2F3c4BENYr7RDGXTIROS%2FtMy%2FtXl0xMABdXRcUFjMyNxcOASMiLgI1ND4ENTwBJzMWFRQOBBM0NjMyFhUUBiMiJn43MUI%2FGiJVMDZILRMZJismGQFOBBchKCEXJSQfHyQkHx8kFyYxIkgSFhwsNxshNC8qLzQhBQkFFBMgNC0oKCoBxBsoKBsbKCgAAAD%2F%2FwAIAAACjwOkAiYAJAAAAQcAQwCWAJwAE7kAAv%2FnQAkcGgYRUAILG08rKzQAAAD%2F%2FwAIAAACjwOkAiYAJAAAAQcAhgCOAJwAEEALAh4bGQYRUAILGk8rKzQAAP%2F%2FAAgAAAKPA50CJgAkAAABBwBlAI8AnAAQQAsCAB4aBhFQAgsbTysrNAAA%2F%2F8ACAAAAo8DewImACQAAAEHAG8AkACcABBACwIAKBkGEVACCydPKys0AAD%2F%2FwAIAAACjwN6AiYAJAAAAQcAegCPAJwAF0AQAwIAGy0GEVADCyVPAgsZTysrKzQ0AAAAAAMACAAAAo8DRwAgACcAMwEiuQAa%2F%2FizDQBNCrj%2FwEATEx1ICi5AFBdILi4xFEATHUgUKLj%2FwEBSExdIKCgxMR4fICEiIyQdJBsaGRgXHBcdJB1zHBcUHBcdHAMEBQYHAgcAJyYlJAcBJAFzAgcUAgcBAiQkAhw1QDVwNaA1Aw81AQ8CHwICCAI0D7j%2F8LYPEkhXDwEPuP%2FoQC0IDUgPKzEgAHknQCGAIZAhA5IkAYMkAXokAVkkaSQCISQhJBwHBxcxQRxCAkIAPz8%2FxTIvETk5Ly9dXV1dXTPtMhDezStdKwEQxl5dXV0QxhE5GS8QAMGHBRgrh33EEA7ExAXExBCHDsTExMQQAMGHBRgrh33Ehw7ExMTEEIcOxMQFxMQOxMQBMxEzGC8rzSsRMy8rzSsxMCs3ByM%2BAzcuATU0PgIzMh4CFRQGBx4DFyMuAS8BLgEnDgEHEzQmIyIGFRQWMzI2rD9lJUI%2FPSETFhEcJRUVJRwRFhIhPj9CJmoRHhAcID8iIz8ftx8WFh8fFhYfsrJmsZ%2BQRw4qHBglGw4OGyUYGykOR5GfsWctWC1PV6NLS6JYAeAaHR0aGh0dAAIABgAAA4ICtQAVABoAg0BGEBESExQPFA0LGRYOFhQYCBJIFA4WDnMPFBQPDxQJFnMCBgYPFQQHHA8bAnkEGhl5CgsKBAoECggWAXkUQQ8PCA4OBnkIQgA%2F7TMvETMvP%2B0yEjk5Ly8RMxDtMhDtARDGENbGxhI5LzPtMocQK4d9xAErEIfExA7EEIcOxMTExDEwASEVIRUhFSEVITUhDgEHIz4DNyEFDgEHMwNp%2FtMBCf73AUb%2BWv7vGC8WaDltaGUyAb7%2BczVyPeQCZNFP81GyLFktbL%2BqmUdMSLZqAAAAAQA6%2F0MCUwLFAEABGEBMQkAMEkhkLgFTLgFCLgEjLjMuAhIuAQMuAVUqASMqMypDKgMSKgEDKgEIaAMBKQI5AgJqL3ovii8Dmi4BcyqDKpMqA2IqAUUqVSoCG7j%2F%2BEB%2BDxJIKj46PgI%2BNCw6OgUQDw8iI0IWGgEHGgEadmgFmAUCVwUBBalBMTg%2BKUoiWiJqIgMiBx8XH1cfZx8EH3xKI1ojaiMDIwBoJngmmCYDVyYBJkZFEFUQZRADEAgVGBVYFWgVBBV8hw%2BXDwJFD1UPZQ8DD4gKAWcKAVgKAQpFAD9dXV0zXV3tXTJdP11dMzNd7V0yXdbd3s0BEP5dXe1dXRDGMjIvMxE5L83Mzl0xMAArXV1dXV0BXV1eXV1dXV1dXV1dXSsFLgM1ND4CMzIeAhcHLgMjIg4CFRQeAjMyNjcXDgEHDgEHHgEVFA4CIyImJzceATMyNTQmLwE%2BAQFKPmRHJzVaeEQrRTMgBhwJIiszGjdYPiEdOlc6Q1gWGQ5rUgMFAh0aChgoHRorDQsMGxEkFhQHBA0LCDdbfU9Xh1wwDBAQBFAGDg4JJkhnQD5mSSgcC1ALHwIGCwUOISALGhYOCAU5BAYXCw8IAwwgAP%2F%2FAFYAAAIWA6QCJgAoAAABBwBDAIsAnAATuQAB%2F%2FJACQ8NAApQAQEOTysrNAAAAP%2F%2FAFYAAAIWA6QCJgAoAAABBwCGAH4AnAAQQAsBIw4MAApQAQENTysrNAAA%2F%2F8AVgAAAhYDnQImACgAAAEHAGUAbQCcABO5AAH%2F80AJEQ0AClABAQ5PKys0AAAA%2F%2F8AVgAAAhYDegImACgAAAEHAHoAbQCcABqxAgG4%2F%2FNADQ4gAApQAgEYTwEBDE8rKys0NP%2F%2FAA8AAADLA6QCJgAsAAABBwBD%2F9IAnAATuQAB%2F%2BhACQcFAAFQAQAGTysrNAAAAP%2F%2FAEQAAAEAA6QCJgAsAAABBwCG%2F8UAnAAQQAsBGgYEAAFQAQAFTysrNAAA%2F%2F%2F%2F%2FwAAAQ8DnQImACwAAAEHAGX%2FywCcABBACwEACQUAAVABAAZPKys0AAD%2F%2F%2F%2FuAAABIAN6AiYALAAAAQcAev%2FLAJwAF0AQAgEABhgAAVACABBPAQAETysrKzQ0AAAAAAIAE%2F%2F6ApwCvAAUACUAd0BNKRhpGHkYAxgYAQkYAQgYdpcAAVYAZgACDwABAKknACdwJ7AnAyMgHnMNCgioJgsfeQohIQUeGBsBG3wNVxABEEUjFxUBFXwIWAUBBUYAP10z7V0yP10z7V0yEjkvM%2B0yARD2zjP9zjNdEPZdXV3tXl1dXTEwARQOAiMiJicRIzUzET4BMzIeAgEyNjU0JiMiBgcVMxUjFR4BApw4Zo5VKmUpUFApZSpVjmY4%2FoeKiIiKKS0JgoIJLQFbWoVXKwcKATlLARwKBytXhf6ajX9%2FjQIB1UvyAQIAAAD%2F%2FwBWAAACggN7AiYAMQAAAQcAbwCxAJwAEEALAQAjFAkSUAEKIk8rKzQAAP%2F%2FADr%2F8QLQA6QCJgAyAAABBwBDANAAnAATuQAC%2F%2BhACSspAAlQAgQqTysrNAAAAP%2F%2FADr%2F8QLQA6QCJgAyAAABBwCGAMMAnAAQQAsCGSooAAlQAgQpTysrNAAA%2F%2F8AOv%2FxAtADnQImADIAAAEHAGUAyQCcABBACwIALSkACVACBCpPKys0AAD%2F%2FwA6%2F%2FEC0AN7AiYAMgAAAQcAbwDKAJwAEEALAgA3KAAJUAIENk8rKzQAAP%2F%2FADr%2F8QLQA3oCJgAyAAABBwB6AMkAnAAXQBADAgAqPAAJUAMENE8CBChPKysrNDQAAAAAAQBQAGEB5AH1AAsAiUBYC2AJsAkClgkBCQkBBZkDAQMDyQoBtgrGCgKWCgEKxgQBuQTJBAKZBAEEAQEMDQawCAGWCAEICAoCmQABAADJBwG2B8YHApYHAQcExgEBuQHJAQKZAQEBCgAZLzNdcXIzM11xcjMvXTIRMy9dcjMBERI5LzNdcXIzXXFyMy9dMxEzL11yMzEwJScHJzcnNxc3FwcXAaySkjiSkjiSkjiSkmGSkjiSkjiSkjiSkgADADr%2F3ALQAtoAGgAkAC8CbEAmRS5lLgI2LWYtAoksAXgeAWgdATkdASgdAUoYAWQXAWQWAWYVAQ%2B4%2F%2BC2EABNWQsBCrj%2F%2BEBUEABNRgqGCgJqCQFsCAEDIBAATXkumS4CWi0BWiwBZikBVSgBSCMBlh4BVh0BRR0BgxwBVBoBVxkBlhgBZRYBahUBWRQBmgoBagkBdwMBKRg5GAIHuP%2FwtAwNAEwHuP%2FoQBoLAE0YHR4HCBcIFxASAE0XGBEATRcQEABNF7j%2F4EAUDQBNFxYgBSUSFRAMAE0VGAsATS24%2F%2BizDQBNCrj%2F8EAKDABNFS4tCgkWCbj%2F8EAJEBIATAkFEggWuP%2FgQBoNAE0WCBYIACoQEQBNKggOAE0qEAoATSp2Dbj%2F%2BLMSAE0NuP%2F4QA8PAE0NQAkATQ2pMfAxARu4%2F%2FizDgBNG7j%2F8EALCgBNG3YACBIATQC4%2F%2FhAEREATQAIDwBNAEAIAE0AqTAduP%2Fwtw8QAEwdLi4luP%2F4sw4ATSW4%2F%2FizCgBNJbj%2F8LUJAE0lfBe4%2F%2FBAPRASAEwXFhgQCwBNGBUVEggSAE0SCA8ATRJGLRAPEABMLR4eIAgOAE0gCAoATSAQCQBNIHwJEBASAEwJCAq4%2F%2Bi2CwBNCgcHBbj%2F%2BLMSAE0FuP%2F4tA8ATQVFAD8rKzMRMyvGMivtKysrMhEzKz8rKzMRMyvGMivtKysrMhEzKwEQ9isrKyvtKytdEPYrKyvtKysrEjk5GS8vKxI5OTIrfYfExMTEASsrKysRMxEzETMrKysrEIfExMTEASsrXTEwAF1dXV1dXV1dXV1dXV1dXV1dXV0BK11dXStdK11dXV1dXV1dXV1dEzQ%2BAjMyFzcXBx4BFRQOAiMiJicHJzcuATcUFwEmIyIOAhMyPgI1NCYnARY6NVt5RGpSOz5AJy01WndDNV8pOj4%2BKC5mLAE%2FN081VTsg5TVUOyAWFP7CNQFbWYhbLjhNLlMtf1JZiFsuGxtLLlAtgFRtRgGdKydIZ%2F6sJ0hnPzVXI%2F5lKQD%2F%2FwBR%2F%2FECXwOkAiYAOAAAAQcAQwCjAJwAE7kAAf%2FoQAkbGQQSUAEGGk8rKzQAAAD%2F%2FwBR%2F%2FECXwOkAiYAOAAAAQcAhgCWAJwAEEALARkaGAQSUAEGGU8rKzQAAP%2F%2FAFH%2F8QJfA50CJgA4AAABBwBlAJwAnAAQQAsBAB0ZBBJQAQYaTysrNAAA%2F%2F8AUf%2FxAl8DegImADgAAAEHAHoAnACcABdAEAIBABosBBJQAgYkTwEGGE8rKys0NAAAAP%2F%2FAAYAAAJQA6QCJgA8AAABBwCGAGoAnAAQQAsBGhMRBAxQAQQSTysrNAAAAAIAVgAAAj0CtQAOAB4AUrkAF%2F%2Fosw4ATRS4%2F%2BhAIw4ATRV2Bg4PDxAbcx0GHQYdIB8QE3wLAHkaCxoLGhweQRxCAD8%2FEjk5Ly8Q7RDtMgEREjk5Ly8Q7TIyETMQ7TEwKys3MzI%2BAjU0LgIjKgEHNRU%2BATMgFRQOAisBFSMRt0kyUDceHzhOLxInExMpEwE3K1F0SU1h3g0gNiooNR8MAsRxAgHdPFM1GI4CtQABAFD%2F9AJHAwgARQDUQJKmRAEnRAEVRAGpMAGpLwGpLgErKAEcKAEGEwEGDwEHQwF4OAF3MAE5FAGFEAEGEhYSJhIDEoIjAIIzCIKoKwErGjl%2FO5gjAZgzAYAzAQ8zASMzOzszIwNHRngmmCaoJgMmEAsOSCaKpQ0Bhg2WDQILDQENDRWJNgFoNng2AjaIBkGmQQIIQU86ShuXIAEgiBoVUQA%2FM%2B1dMj8%2FXl3tXV0SOS9dXV3tK10BERIXOS8vL11dXV0Q%2Fc7eXe0Q7RDtXTEwAF1dXV1dAV1dXV1dXV1dXV0BFA4CBw4BFRQeAhceAxUUBiMiLgInNx4DMzI2NTQmJy4DNTQ2Nz4DNTQmIyIGFREjETQ%2BAjMyHgIB8g4VGQsXIA8YHQ8bLyMTYWYVKiQbBhAGGSEnFDIwLjkhKxgKLBkKFRILNDRDPV0cNlA0Nk4xFwJoGSchHAwZIRkPFhAOBw0eJzUlTlQGCQoDUQMKCgcsJScyGg8bHB4UKDYaChgZGg4sMUxD%2FdgCKjJSOiAYKzsA%2F%2F8AK%2F%2F1AcADCAImAEQAAAEGAENSAAATuQAC%2F%2FlACTk3HhNQAg84TysrNAD%2F%2FwAr%2F%2FUBwAMIAiYARAAAAQYAhkUAABBACwIrODYeE1ACDzdPKys0%2F%2F8AK%2F%2F1AcADAQImAEQAAAEGAGVLAAAQQAsCETs3HhNQAg84TysrNP%2F%2FACv%2F9QHAAt8CJgBEAAABBgBvTAAAEEALAhJFNh4TUAIPRE8rKzT%2F%2FwAr%2F%2FUBwALeAiYARAAAAQYAeksAABdAEAMCEThKHhNQAw9CTwIPNk8rKys0NAD%2F%2FwAr%2F%2FUBwAMLAiYARAAAAQYA1EsAAAy3AwIRPzYeE1ArNDQAAwAs%2F%2FQDJQIVADsATABVAQlArlZSAWM0AVQ0AXcrAaUlAQNICgF5AgGYGwEGEAEIAwEsDQECTYI5LZcnpycCiAMBZgMBVQMBRwMBBQMlAwInA5dVp1UCZlUBVUYyATKCF0I%2FF6dKAUqCIQ13LYctAgMbLQEbF3sXAjsNARwNAQIPDQEtFw0NFy0DV1YwVwFVhQ8xATExFxKIQgBFAUVFCFCIJ3cqAWgqAQcqAQgqUCAdiCEkUD88iAMIUTg1iDkAUQA%2FMu0yPzPtMj8z7TI%2FXl1dXTPtEjkvXTPtMjMvXe0BXRESFzkvLy9dX11dXV1fXRDE7V0RMzMQ7V0yXV05OV1dXV1dXRDE7V9dMTAAXV1dAV1dX11dXV1dBSImJw4DIyIuAjU0PgIzMh4CFzU0LgIjIgYHJz4BMzIWFz4BMzIWFRQGHQEhHgEzMjY3Fw4BJTI2Ny4BJy4BIyIOAhUUFiU2JiMiDgIHAmU5VSAKIS45IjJPOB4jPFAsDh4aFAQKGi0kLkURCxJTMEVRFCFaMWhxAf6cBlNWMUMRDRFV%2Fmo0PBAPEQELKiAVLycaQQH5AUE5IDEhFAMMGxoHEhELEihALSs%2BJhIDBQQBGhctIxUNB00IDy8qLSyEhQgLBQlQVREITgkUTxcLHEAkBQcGEyEbMybzP1EZKDQbAAEAM%2F9DAb0CFQA6ALJADU88Xzx%2FPAM8QBEWSAK4%2F%2BBAIAgSSBYMlgSmBAIEARISHiZgNoA2AjY8jzwBVy0BLYIeuP%2FoQEQOAE1XHgEPHh8eAh6rOydYKgFJKgEqiCYjUDVXMgFGMgEyiAAMCRgJEEgJDRAWATYZEBAATQkZGRkpGWkZeRkFCBkAUQA%2FMl5dKzLW3d4yzSsyEO1dXTI%2FM%2B1dXTIBEPZdXSvtXV0Q1l3GEjkvxc1dxM4xMAArAStdBQceARUUDgIjIiYnNx4BMzI1NCYvAT4BNy4DNTQ%2BAjMyFhcHLgEjIgYVFB4CMzI2NxcOAwE%2BCx0aChgoHRorDQsMGxEkFhQHBA4IM000GiNAXTkjRiAVFTcfTlMTKUAuJTwRDQgbIicMGQ4hIAsaFg4IBTkEBhcLDwgDDCIPBy1GWzY8ZEkpDA1PCgxiXipGMhsOCE4ECQcFAAAA%2F%2F8AM%2F%2F0AfkDCAImAEgAAAEGAENpAAATuQAC%2F%2FBACSclAAdQAgQmTysrNAD%2F%2FwAz%2F%2FQB%2BQMIAiYASAAAAQYAhlwAABBACwIhJiQAB1ACBCVPKys0%2F%2F8AM%2F%2F0AfkDAQImAEgAAAEGAGViAAAQQAsCCCklAAdQAgQoTysrNP%2F%2FADP%2F9AH5At4CJgBIAAABBgB6YgAAF0AQAwIIJzkAB1ADBDFPAgQlTysrKzQ0AP%2F%2FAAcAAADDAwgCJgDSAAABBgBDygAAE7kAAf%2FoQAkHBQEAUAECBk8rKzQA%2F%2F8APAAAAPgDCAImANIAAAEGAIa9AAAQQAsBGgYEAQBQAQIFTysrNP%2F%2F%2F%2FcAAAEHAwECJgDSAAABBgBlwwAAEEALAQAJBQEAUAECBk8rKzT%2F%2F%2F%2FmAAABGALeAiYA0gAAAQYAesMAABdAEAIBAAYYAQBQAgIQTwECBE8rKys0NAAAAgAz%2F%2FMCNAMIACIANwDjQJasIQGZIQGmHwGqGwFHNQGWIQEXIQFpGAEHEQF3EAFWEAGmHgEeHR0VIQEhAQSCIyYbGBYmLoIOJAA0AAJeGgFLGgEfGi8aPxoDDw4fDgIIACYaDg4aJgAEOThpGHkYAhgZdxYBFlUTAUYTAROIKXQhAWUhAVchATYhASsbAQEbIQMiGSkZKQkiTR2FHk8ziEkJWQkCCVEAP13tP%2B0%2FEjk5Ly8SFzldXV1dXRDtXV0yXREzXQEREhc5Ly8vL15dXV1dXRDtETMzMxDU7TIyXTIvM10xMABdXV1dXV1dAV1dXV0BBx4BFRQOAiMiLgI1ND4CMzIWFyYnByc3Jic3HgEXNwM0JjUuASMiDgIVFB4CMzI%2BAgI0ayAsFzhfSDtZOx0hPFc2M0wSDCt4F2YhMzsWOR18ZwEiSiApOSQREiM1Iy47IQ0CkSU2kF5Ce185LEheMzhaPyEgDlBEKT8jJyUzDjEkK%2F51CBAIHhYZLDoiJEExHSxIXP%2F%2FAFAAAAH0At8CJgBRAAABBgBvZwAAEEALAQAnGAAHUAECJk8rKzT%2F%2FwAz%2F%2FMCGwMIAiYAUgAAAQYAQ3IAABO5AAL%2F6EAJIyEJAFACDiJPKys0AP%2F%2FADP%2F8wIbAwgCJgBSAAABBgCGZQAAEEALAhkiIAkAUAIOIU8rKzT%2F%2FwAz%2F%2FMCGwMBAiYAUgAAAQYAZWsAABBACwIAJSEJAFACDiJPKys0%2F%2F8AM%2F%2FzAhsC3wImAFIAAAEGAG9sAAAQQAsCAC8gCQBQAg4uTysrNP%2F%2FADP%2F8wIbAt4CJgBSAAABBgB6awAAF0AQAwIAIjQJAFADDixPAg4gTysrKzQ0AAADADUALQH%2FAikACwAXABsAY0BAnxuvGwJgGwFPG18bAgAbEBsCCBsZAw9ADRJIDwkVgBmQGQIfGS8ZAlAVgBWQFQMZFRkVHRwSDBivGgAGUBoBGgAvXd7NEP3ezQEREjk5Ly9dXV0QwN0rwBDNXl1dXV0xMCUiJjU0NjMyFhUUBgMiJjU0NjMyFhUUBgchFSEBGhkjIxkZIyMZGSMjGRkjI%2F4Byv42LSEcHCEhHBwhAYIhHBwhIRwcIVxPAAMAM%2F%2FcAhsCKwAaACIAKgE8QNOXJaclAnYlAXgdqB0CZBgBUxgBVhcBSQ4BOw4Bqg0BWwprCgI2AUYBAqYAAacqAZslAXklAWslAVolAakiAZQdAXYdAWUdAVQdAVcYAVgKiAoCmB0BmA0BeQ2JDQIYHh0NDBkMDAsoIBWZCgGXAAF2AIYAAgomJQAaCxoVGaALAa8ZAQsZCxkQWSNpIwIjggOrLI8sAVYbZhsCG4IPEB8QAggQqyuYJQElHh5JIFkgAiCIGhkAGGYYARgVUJcdAR0mJkYoVigCKIgMCw0KaQoBCghRAD8zXREzxjLtXTIRM10%2FM10RM8Yy7V0yETNdARD2Xl3tXV0Q9u1dEjk5GS8vXV0SOTJ9h8TExMQBXV1dETMzETMQh8TExMQBXV1dMTAAXV1dXV1dXV1dXV1dAV1dXV1dXV1dXV1dXQEeARUUDgIjIicHJzcuATU0PgIzMhYXNxcFFBcTJiMiBgU0JwMWMzI2AeAcHyRBWjVPOjE1NhwfJEFaNSdFHTE1%2Fn0V1CQxRU8BKBbTIjNFTwG9I105PmRIJylAKEYjXjk9ZUgnFhRAKP9BLQESHGdZPi%2F%2B7htnAAAA%2F%2F8ASv%2F1Ae4DCAImAFgAAAEGAENnAAATuQAB%2F%2BhACRkXBwBQAQkYTysrNAD%2F%2FwBK%2F%2FUB7gMIAiYAWAAAAQYAhloAABBACwEZGBYHAFABCRdPKys0%2F%2F8ASv%2F1Ae4DAQImAFgAAAEGAGVgAAAQQAsBABsXBwBQAQkYTysrNP%2F%2FAEr%2F9QHuAt4CJgBYAAABBgB6YAAAF0AQAgEAGCoHAFACCSJPAQkWTysrKzQ0AP%2F%2FAAL%2FRAHfAwgCJgBcAAABBgCGQwAAEEALAS4jISATUAEJIk8rKzQAAgBQ%2F0cCGgMIABAAJQBoQEWZIwGaAgGJAAFaAAFJAAEAf6gRAZkRAVgRASkRORFJEQMRqycdCBl%2FG6omCAOIHiFQHU4aS4sJmwkCCQyIixmbGQIZFlEAPzNd7TJdPz8%2FM%2B0yARD27TIyEPZdXV1d7V1dXTEwXV0BNCYjIg4CBxEeATMyPgI3FA4CIyImJxUjETcRPgEzMh4CAblaSw8gHRYFEUAmKDkkEGEfPFc4LUURXV0aORo5X0MlAQNbYwQFBgL%2Bvg4aHTNFKDtkSCgYC9ADsRD%2B9wkLJkZl%2F%2F8AAv9EAd8C3gImAFwAAAEGAHpJAAAXQBACARQlNyATUAIJL08BCSNPKysrNDQAAAEAUAAAAK0CCAADAB9AEQAFEAUCCAWqA38BqgQCSQBKAD8%2FARD2%2FeZeXTEwMyMRM61dXQIIAAD%2F%2FwBCAAAAugLgAgYATAAAAAIAVQI%2FASMDCwATAB8AdEAnAEATH0gAoBQaQBMfSBqgCq8UAQAKEAqwCgMUChQKISC%2FDwGnDwEPuP%2FwQCYIDkgPp7AXAR8XAQ8XLxd%2FF58XBAgXba8dAR2nmAUBBRAIDkgFawA%2FK13tcT9eXXFx7StdcQEREjk5Ly9dXRDtKxDtKzEwARQOAiMiLgI1ND4CMzIeAgc0JiMiBhUUFjMyNgEjERwlFRUlHBERHCUVFSUcETIfFhYfHxYWHwKlGCUbDg4bJRgYJRsODhslGBodHRoaHR0AAf9ZAAABNwK1AAMAJ0AVAwEAAa4CAxQCAwIEAANBAkIBQgBBAD8%2FPz8BLxDUhyuHfcQxMAkBIwEBN%2F55VwGHArX9SwK1AAAAAgAdATMBSQLFAAsAHwA8QCYMsoAGAQUGFQYCBiEWspAAoAACjwABCgAaAAIIACAbswmxEbMDcQA%2F7fTtARDWXl1dXe0Q1l1d7TEwEzQ2MzIWFRQGIyImNzQuAiMiDgIVFB4CMzI%2BAh1QRkZQUEZGUOIHEh0WFh0SCAgSHRYWHRIHAfxhaGhhYWhoYRwzJhYWJjMcHTImFhYmMgAAAgAYATsBTwK9AA4AEwBGQCgTDgayBQFwA5ADAgMVrxIBEq8IvwgCCBQSCQGzAwcHAwWxnw8BDw5wAD%2FNXf3OMi8Q7TIyARDWXc1dENZd3TLtMjIxMAEVMxUjFSM1IzU%2BAzcHDgEHMwEdMjJEwQ4sNDodBB9AF3YCveo7XV0uGUBEQRlTIFEmAAMAIAEzAUYCxQAdACsANwCiQGE3GwE1LLK3GwGmGwEbGCaybwABEAAgAAIAOSkysrgLAakLAQsOHrJPCF8IAgg4pjW2NQI1uSkBKacbARuEC5QLAmsLewsCNAtEC1QLAwsLEyOzAxAMEEgDMAgLSAOxL7MTuP%2F4swwQSBO4%2F%2Bi0CAtIE3EAPysr7fQrK%2B0ROS9dXV0zXTNdM10BENZd7dQyXV3tMhDWXV3t1DJdXe0yMTBdARQGIyIuAjU0NjcuATU0PgIzMh4CFRQGBx4BBxQeAjMyNjU0JicOATc0JiMiBhUUFhc%2BAQFGTEgqOCIOJBgXGxMkMh8kNCEPHRckGt4IEh0VKSM5MxQYjx4lJR4qLxQZAaQyPxUgJxIcMQ8RLxoWKB4SFB4lEhwtEBEuIwgSDwofFBwfDA8ipg0gIA8UJgkOIAAAAAABADUA%2FwH%2FAU4AAwAStgEAAAQArwIAL%2B0BETMvzTEwEyEVITUByv42AU5P%2F%2F%2F%2FWQAAATcCtQIGANUAAP%2F%2FAFAAAAMRAwgAJgBJAAAABwBJAYYAAAADAFAAAAJAAwgAEwAXACMAf0AxGBMBdwiHCAJmCAEEEwENBIADAQMbFX8hF6olYCVwJaAlAw8lHyUvJQMICg5%2FEKokGLj%2FwEAfDBJIGIkeUxZJFEoPSg2HC0kEaAd4BwIHiAOHAAEATwA%2FXTLtXTI%2F7T8%2FPz%2FtKwEQ9u0yXl1dEPYy%2FTLWXTLGMTAAXQFdXV0BMhYXBy4BIyIGHQEzFSMRIxE0NgEjETMnIiY1NDYzMhYVFAYBGyMyCw0LJhtBNMjIXWIBgV1dLxkjIxkZIyMDCAkEUAQJRzwtTv5GAjdkbfz4AgheIRwcISEcHCEAAP%2F%2FAFAAAAJAAwgCBgDcAAAAAgBQ%2F%2FYCfwMIABMAHwB7QB0YEwF3CIcIAmYIARUgCAtIBBMBCAoOf0AQqiAhH7j%2FwEAuCAtIHxmADHADAQMXf1AZAQ8ZARkZTh%2BIFFEPSg2HC0kEaAd4BwIHiAOHAAEATwA%2FXTLtXTI%2F7T8%2F7T8BL11d%2FdZdxhoQ3ivGEPYa7TIxMABeXSsBXV1dATIWFwcuASMiBh0BMxUjESMRNDYBLgE1ETcRFB4CFwEbIzILDQsmG0E0yMhdYgHAVkhdCBIeFgMICQRQBAlHPC1O%2FkYCN2Rt%2FO4CRkoCcBD9jxceEgkDAAD%2F%2FwBQ%2F%2FYCfwMIAgYA3gAA%2F%2F8AUAAAA8YDCAAmAEkAAAAHANwBhgAA%2F%2F8AUP%2F2BAUDCAAmAEkAAAAHAN4BhgAAAAcAHf%2FxAvECxQATAB8AKwA%2FAFgAcwB%2FABlADyldPCMaFDBXegkFD0UFRgA%2FPxIXOTEwARQOAiMiLgI1ND4CMzIeAgUiBhUUFjMyNjU0JgE0JiMiBhUUFjMyNiU0NjcnDgEHHgEVFAYHHgEXNy4BNxc2MzIeAhczLgEnDgEjIi4CJy4BIyIDBx4BMzI2Nz4DMzIWFz4BNyMOAyMiJhMyNjU0JiMiBhUUFgLxOGKETEuEYjk5YoRLTIRiOP2eExwcExQdHQGQHxAWGx0TFBz%2BxiEdJh4uCgsPDwsKLh4mHSExIRwgHDEmFwJGAyEbBwoFDBcTDAEQGw8xCyEVLxkPGxABDBMXDAUKBxshA0YCFyYxHBEdqxAfGhYSHh0BWkuEYTk5YYRLTIViODhihRsdFBQbGxQUHf78FxYdFBUaH%2BclPRQ8Fz8nCBwRDxwJJj4YPhI94TwOFCMuGyZGGgEBCA8VDAUD%2Fqs6CwoDAw0VDwgBARpGKRwwIxQHAS0YFhEhGRgTHP%2F%2FAB3%2F8wZ0AYwAJwDWAAD%2BxwAnABEBZwAAACcA2AJd%2FscAJwDWA8T%2BxwAHANYFK%2F7HAAAADgBJAAADhwK1AAMABwALAA8AEwAXABsAHwAjACcAKwAvADMANwb5QIoGGyYbNhtGG2YbhhsGPQcbAQkGGiYaNhpGGmYahhoGPQcaAQkGExYTJhNmEwQGEhYSJhJmEgQZBQEZBAFJAVkBAkkAWQACCRdpFwIJFGkUAgYONg5mDgMGDTYNZg0DCQs5CwIJCDkIAj2aMaoxAmkxeTGJMQMxQAoOSAoxATEvgDQ7SC9%2FKI8oAii4AcCzLC9IKLgBgEAjKCtImiiqKAJpKHkoiSgDKEAKDkgKKAEoJIA0O0h%2FJI8kAiS4AcBAISsvSA0kHSQC%2FSQBmiSqJAJpJHkkiSQDJEAKDkgKJAEkNrj%2FgEAJNDtIBzYBNjUyuP%2BAQAwNE0gXMicyNzIDMiu4%2FgBAEi0xSDErASArAQErESsC8SsBK7j%2FgEAMDRNIFysnKzcrAysnuP4Asy0xSCe4%2FkCzKCxIJ7j%2FgED%2FDRNIFycnJzcnAyccCCABCSAiLxWPFQIJFQE7jxWfFf8VA14VAb0V7RX9FQNbFQFMFQEbFQGqFboVAnkVAQgVGBUCChUJEwE7Ew8MPwxvDAM9TwyPDL8M7wwEHgwBrQztDAJ7DAFMDAELDAGqDNoMAjkMaQwCCAwBCwwvCF8IAgkIATvpCAGPCL8IAh4IAe0IAXsIAUwIAaoI2ggCCAg4CAILCGYahhoCBxoBMxoZABdgFwI9UBeAF5AX8BcE4RfxFwKyFwFTFwEUF0QXArUXAXYXphcCBxcXFwIKFwAPMA9gDwM9gA%2BwD%2BAPAxEPQQ8C4Q8Bcg%2BiDwIED0QPAtQPQD0BpQ8BZg8BBw83DwILDwAKMAoCPZAKwAoCIQoB8QoBggoBVAoB5AoBtQoBRgoBFwoBCgAEOeYDAQMGEBkfuP%2BAQAk0RUgfIiw1ODW4%2FgBAOTE7SGE1AUA1UDUCITUxNQIQNQEBNQHhNfE1ArI1wjXSNQOTNaM1AoI1AWM1czUCVDUBQzUBlTUBNbj%2FgEAMDRJIBzUXNSc1AzUiuP8AQBMYHUi1IsUi1SIDpiIBIjPdLAEsuAFAQAwgJkhLLFssAjwsASy4AQBAFhccSKosuizKLAMsgA4TSCxACg1ILB%2B4AgC3MkVIHzExJjS4AgCzMDtINLgBwLMsL0g0uAGAQC0jK0h8NIw0Ams0AVw0AUs0ATSADxNINEAKDkg0GyMrIzsjAyPAFBpIIykrQi24%2FoCzJCdILbj%2BwLMeI0gtuP8AsxodSC24%2F0CzERlILbj%2FgEAJCxBIBy0BCi0euP4AQKoyRUgeJCZBIBlAGVAZYBmAGaAZBhcZAQAZATvAGeAZArEZAWAZgBmgGQMBGREZIRlBGQThGQGiGcIZAoMZAXIZAWMZAQQZJBlEGQOlGcUZ1RnlGQQ2GUYZZhmGGQQHGScZAgsZIAYBBwYBPNYGAYAGAXcGAeEGAUMGAaUGAQcGAQwGaReZFwIIFwEzFx8QLxA%2FEH8QBAgQATyvEO8QAp4QAU8QjxACDRABELgBYED%2FKklMEFwQbBCsEOwQBQsQAcsQAaoQuhACGRApEGkQAwgQAQsQDwMfAwJB2AMBjwOfAwL9AwHuAwFMA1wDArsDAaoDAQkDGQMCDwMXFQEVFQoPGC8YTxhfGG8YjxivGAc7vxjPGO8YA64YAU8YbxiPGAMOGB4YLhgDjRitGM0Y7RgETBhsGHwYAwsYKxgC2xjrGAKKGKoYyhgDSRhpGAI4GAEpGAEIGAELGA8HAT7ZBwGOBwF4BwHtBwFLBwGqBwEIBwEMB2YNAQcNATMND0IAERARIBFgEQQ9gBGQEaAR4BEEARFBEQLhEfERAqIRAVMRYxECBBFEEQJlEaURtRHFQDoRBBcRJxECBhEBCxEAAhACAkHgAvACAqcCAVACAUECAbICAaMCAQAAAhACAgFgAnACAgICrwgBCApBAD%2FNcjJfXV9xX3FxcnJycl5dMl5dXV1xcXFxcnJeXT%2FNXl1dMl5dXXFxcnJyXl0yXl1dXV1dXXFxcXJycnJeXRI5L10zXl1dXXFxcXJyXl0zXl1dXV1xcStycnJyXl1dzV5dXTJeXV1xcXJycl5dXTJeXV1dcXFxcXFxcnJycl5dXV0%2FzTIrMl5dKysrKys%2FzTIrcTIrK3FxcXErKysSOS8zKzMrK10rcXErcc0yXV0rMl0rXXFxcXFxcXFycnJycisBEN4y3DIr3jLcMnLOzTIyXV1dXXFxcXJyXl0yXl1dXV1xcXFycl5dMl5dXV1xcXFxcl5dEM1eXV0yXl1dcXFxcnJyXl1dMl5dXV1xcXFxcnJeXTJeXTJeXV1dcXFxcXJyXl1dEM1eXTIyXSsrKzJdK3FycnIrMl0rEM1dKzJdK11dcXIrcisyXStdXSsrcjIrMl0rXV0xMABeXV1dXV1dAV1dXV1dXV5dXl1eXV5dAREzEQMRMxEBNSEVATUhFQERMxEVNSEVAREzEQMRMxEDETMRATUhFQE1IRUBETMRFTUhFQERMxEDah0dHf6vATT%2BzAE0%2Fq8dATT%2Brx2bHR0d%2Fq4BNf7LATX%2Brh0BNf6uHQFrASr%2B1v60ASr%2B1gJ5HR39aB0dAWsBKv7WHx0d%2FtMBKv7WAUwBKv7W%2FrQBKv7WAnkdHf1oHR0BawEq%2FtYfHR3%2B0wEq%2FtYAAQAAAOUBAgAOAKQACgACABAALwBZAAAFIAb5AAUAAQAAACIAIgAiACIAWABkARIB2gKIA6wDzAQYBGQFDAU6BWwFkAW4BdoGega8B3AIIAh6CQgJmAnGCrALWgtwC4YLygv0DDoMxA20Dk4O5A%2BSEAQQNhBeEQIRNhFWEbQSThJsE1ITvhR8FNQVohYiFvgXKBd6GAAY5hmCGegaMhpSGnQalBrgGvobJBveHFYc5B1wHh4eYh8cH3wfsiAGILAg5iG6IhgiiiL8I44jwiSiJPglRCXEJ%2BQoYCkQKVAptinOKjYqlitCK3YrgiuqK9AsTiyOLL4syizWLQAtFi0uLYgtrC5WLlYujC76L3gwDjCWMLgxsjHsMsAzVDNgM34zhjSQNKw1EjVeNcQ2OjZkNqg26DbyNzo3aDfGN9I34jfyOAI4dDiMOKI4uDjOOOg5xjo2Ox47NjtMO2Q7fjuWO6w7wjvcPFI8aDyAPJY8rDzCPNw9Oj68PtQ%2B6j8APxo%2FMD%2BGQFBAZkB6QI5AokC6QMxBykJ4Qo5CokK2Qs5C5EL4QwxDJEPoQ%2FxEEkQmRDpETkRmRMRFqEW%2BRdJF5kX%2BRhJGgEaYRrRGvEcmR0pHmEfcSIBIlkieSKpJIkkqSZxJpEmwSbxKfkqYTnwAAQAAAADMzN0PKsFfDzz1ABkD6AAAAADJirZYAAAAAMqgwH3%2FWf9DDZgDwgAAAAkAAgAAAAAAAAH0ADIAAAAAAOcAAADnAAABFABHAaIASAKbADECNAA9A1oAMgKaAC4A8QBIAUQATgFEAAcB4AAlAjQANQD2ACYBKwAaAPYAOAGA%2F%2BgCNAAyAjQAXQI0ADgCNAA3AjQAKAI0AEECNAA%2FAjQAPAI0ADcCNAAzAPYAOAD2ACYCNAA1AjQANQI0ADUBlAATA7YAQQKXAAgCgwBWAmwAOgLJAFYCOwBWAhkAVgKgADoCwQBWAQ0AVgH0AAgCdQBWAgcAVgNnAEMC2ABWAwoAOgJgAFYDCgA6AnUAVgIUACECNQAQArAAUQKQAAoDoQAcAncAFwJWAAYCPQAhAUkAYAGA%2F%2BgBSQAIAjQALwHs%2F%2FwBeAA9AgoAKwJNAFAB0QAzAk0AMwIvADMBggBQAkIAMwI7AFAA%2FQBCAP3%2FvAIKAFABEQBOA10AUAI%2BAFACTgAzAk0AUAJNADMBggBQAb4AKAGSAEoCPgBKAfYAEAMJABIB%2FwAQAfEAAgHXACQBTQAoARcAYAFNAAgCNAAqAjQALQDrACEBoQAhAXgANAEjAB4D4QA6AOsAPADrACEBoQA8AaEAIQFoADQB8P%2F%2BA%2BT%2F%2FgF4ABcBIwAoA7MAMwDnAAABFABHAjQAVgI0ADwCNAAsAjQAEQEXAGAB7AArAXgAIwMuAEEBhQAmAfMAHgI0ADUBKwAaAy4AQQF4AC4BTAAaAjQANQFnAB4BZwAgAXgAfwJEAFAChgArAPYAOAF4AEUBZwAyAb4AKwHzACgDagAyA2oAMgNqACABlAAcApcACAKXAAgClwAIApcACAKXAAgClwAIA6cABgJsADoCOwBWAjsAVgI7AFYCOwBWAQ0ADwENAEQBDf%2F%2FAQ3%2F7gLWABMC2ABWAwoAOgMKADoDCgA6AwoAOgMKADoCNABQAwoAOgKwAFECsABRArAAUQKwAFECVgAGAmEAVgJvAFACCgArAgoAKwIKACsCCgArAgoAKwIKACsDWwAsAdEAMwIvADMCLwAzAi8AMwIvADMA%2FQAHAP0APAD9%2F%2FcA%2Ff%2FmAk0AMwI%2BAFACTgAzAk4AMwJOADMCTgAzAk4AMwI0ADUCTgAzAj4ASgI%2BAEoCPgBKAj4ASgHxAAICTQBQAfEAAgD9AFAA%2FQBCAXgAVQCU%2F1kBZwAdAWcAGAFnACACNAA1AJT%2FWQMIAFACgwBQAoMAUAKXAFAClwBQBAkAUAQdAFADDgAdBpIAHQPRAEkAAQAAA6T%2FQwAcDbf%2FWf9dDZgAAQAAAAAAAAAAAAAAAAAAAOUAAwJaAZAABQAAArwCigAAAIwCvAKKAAAB3QBPAPoAAAILBQQDBgIDAgTgAAL%2FUAAgWwAAAAAAAAAAREFNQQBAAAD7BAMI%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%2FDxImJiYnEyEZNxohJhU3GRYmGBgZJysQGRgeITs7OxssLCwsLCw%2FKiYmJiYTExMTMTE0NDQ0NCY0Li4uLicpKiMjIyMjIzofJSUlJRISEhInJigoKCgoJigmJiYmISchEhIZChgYGCYKNCsrLS1FRzRxQwAAAAACAAAAAwAAABQAAwABAAAAFAAEANwAAAAuACAABAAOAAAADQB%2BAP8BMQFTAsYC2gLcIBQgGiAeICIgOiBEIHQgrCISIhXg%2F%2B%2F98AD%2F%2FwAAAAAADQAgAKABMQFSAsYC2gLcIBMgGCAcICIgOSBEIHQgrCISIhXg%2F%2B%2F98AD%2F%2FwAB%2F%2FX%2F4%2F%2FS%2F6EAAP2f%2Ffr9k%2BBaAAAAAOBKAADgkeBj37bex97FH%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%2F4LE0IBuzMwA0AFlERC0ssBZDWLADJkWKWGRmsB9gG2SwIGBmIFgbIbBAWbABYVkjWGVZsCkjRCMQsCngGyEhISEhWS0ssBZDWLAEJUVksCBgZiBYGyGwQFmwAWEjWGVZsCkjRLAEJbAHJQggWAIbA1mwBSUQsAQlIEawBCUjQjywByUQsAYlIEawBCWwAWAjQjwgWAEbAFmwBSUQsAQlsCngsAclELAGJbAp4LAEJbAHJQggWAIbA1mwBCWwAyVDSLAGJbADJbABYENIGyFZISEhISEhIS0ssBZDWLAEJUVksCBgZiBYGyGwQFmwAWEjWBtlWbApI0SwBSWwCCUIIFgCGwNZsAQlELAFJSBGsAQlI0I8sAQlsAclCLAHJRCwBiUgRrAEJbABYCNCPCBYARsAWbAEJRCwBSWwKeCwKSBFZUSwByUQsAYlsCngsAUlsAglCCBYAhsDWbAFJbADJUNIsAQlsAclCLAGJbADJbABYENIGyFZISEhISEhIS0sArAEJSAgRrAEJSNCsAUlCLADJUVIISEhIS0sArADJSCwBCUIsAIlQ0ghISEtLEUjIEUYILAAUCBYI2UjWSNoILBAUFghsEBZI1hlWYpgRC0sS1MjS1FaWCBFimBEGyEhWS0sS1RYIEWKYEQbISFZLSxLUyNLUVpYOBshIVktLEtUWDgbISFZLSywAkNUWLBGKxshISEhWS0ssAJDVFiwRysbISEhWS0ssAJDVFiwSCsbISEhIVktLLACQ1RYsEkrGyEhIVktLCCKCCNLU4pLUVpYIzgbISFZLSwAIIpJsABRWLBAIyCKOBI0GyEhWS0sAUYjRmAjRmEjIBAgRophuP%2BAYoqxQECKcEVgaDotLCCKI0lkiiNTWDwbIVktLEtSWH0belktLLASAEsBS1RCLSyxAgBCsSMBiFGxQAGIU1pYuRAAACCIVFixAgFCWVktLEUYaCNLUVgjIEUgZLBAUFh8WWiKYFlELSywABawAiWwAiUBsAEjPgCwAiM%2BsQECBgywCiNlQrALI0IBsAEjPwCwAiM%2FsQECBgywBiNlQrAHI0KwARYBLQC5AQMBArJkHxBBDQECACABAgAwAQIAAwBQAQIAYAECAAL%2FwAECsjY5RrgBArICEx%2B5AQEBALKmHyC6AQAAAQEAsgETH0EXAQgAkAEHAFUBBgCQAQkAVQEFAJABBABVAC8BBwABAL8BBADfAQQA%2FwEEAAP%2FwLP%2FGihGuP%2FAQBr%2FEBhG37Pvs%2F%2BzA6%2Byv7ICQLCQsKCwA6%2BuAbj%2FwECyrQgMRhCsoKwCQKtQq2CrA2CqAaCqAaekCB%2BmpAgfpaQVH6QCBx%2BjAgMfop4GH6GeCx%2BgngYfnwECH54BBR%2BdAQQfnJnIH5uZFR%2BamH0fmQIHH5gCRx%2BXAjIflpEaH5WRfR%2BUk6YfkwEBH5IBGh%2BRARkfkI5IH4%2BOZB9PjgFvjn%2BOAq%2BOAUCOODtGjgICH42LFh%2BMi30fiwETH4qFPh%2BJhyIfiIdkHxCHIIcwhwNQh2CHArj%2FwEDKhzY5RocCEx%2BGAgMfr4W%2Fhc%2BFA4UCAR%2BEgBkfg4HJH4J%2Fph%2BBAcgfgAEDHyB%2FAX8BEx9%2BeTMffXs3H3x5ZB97Ai0fegICH195b3kCeQISH3h0GR93dX4fdnNkH3UBfR90AQUfYHNwcwIQcyBzwHMDcwETH3J%2Bb1VxfnBVaFtbVWdbX1VmW11VZFtaVWNbXFViW1lVWENWVVdDVVVTkE1VUpBLVVGQSlVQkElVT5BOVS9OAb9J30n%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%2Fx%2F%2F4DRwIIAAD%2FR%2F9vAuIDAQAHAA3%2F9f%2F%2B%2F%2F4CqQAAArX%2F8QAQ%2F0cDDwK1AAAAYgDxAUgB9QJOAAD%2F8wAA%2F2cAF%2F%2FvABAAFP9DAkQCaALeAwgBOwK9AAj%2F%2BABhAJwASQBmAE4AsABPAQwAOgBUAEMAbgBdAMQARABgAEwAsABFAN4AVABQAGsAPQBcAGAAMwBMAFEAdQBZADIARQBIAF0AtQBPAD4AhQBCAG4AhgCyAJwBCgAvAHIAUgDEAIUAbgA9ACoAWAA8AFIANQCiAOYATgBQAMMBhABIAD4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYgBdAGAAVABQAggADf%2F1AwEABwAAAAAAAQAAGawAAQRFGAAACgGeAAoAJP%2BxAAoAJv%2FnAAoAKv%2FnAAoALf%2BFAAoAMv%2FnAAoANP%2FnAAoAOQANAAoAOgAKAAoAPf%2F0AAoAmP96AAsADABQAAsAJv%2FiAAsAKv%2FiAAsAMv%2FiAAsANP%2FiAAsANv%2FuAAsANwALAAsAOP%2F2AAsAOQAPAAsAPAARAAwAJP%2FsAAwAJv%2F0AAwAKv%2F0AAwALf%2FzAAwAMv%2F0AAwANP%2F0AAwANv%2F0AAwAN%2F%2FkAAwAOf%2FeAAwAOv%2FuAAwAO%2F%2FkAAwAPP%2FVAAwAPf%2FqAAwAmP%2FsAA0AJP%2FAAA0AJv%2F2AA0AKv%2F2AA0ALf%2BGAA0AO%2F%2FnAA0AmP%2BfABAALf%2FkABAAN%2F%2FOABAAOf%2F0ABAAO%2F%2FhABAAPP%2FOABAAPf%2FwABAAmP%2FyABEAJAAZABEAJv%2FjABEAKv%2FjABEALQAcABEAMv%2FfABEANP%2FfABEANgAOABEAN%2F%2B6ABEAOP%2FpABEAOf%2BzABEAOv%2FYABEAOwAKABEAPP%2BwABEAPQATABEAmAATABIAJP%2FOABIAJv%2FlABIAKv%2FlABIALf%2B5ABIAMv%2FmABIANP%2FmABIANwAdABIAOQAgABIAOgAWABIAOwAUABIAPAAiABIAPQAJABIAmP%2BzAB0AJv%2F1AB0AKv%2F1AB0AMv%2F1AB0ANP%2F1AB0AN%2F%2BrAB0AOP%2F0AB0AOf%2FrAB0AOv%2FzAB0APP%2FYACMAJP%2FmACMAJv%2F2ACMAKv%2F2ACMALf%2FmACMAMv%2F2ACMANP%2F2ACMANv%2FuACMAN%2F%2FUACMAOP%2F0ACMAOf%2FcACMAOv%2FpACMAO%2F%2FZACMAPP%2FKACMAPf%2FeACMAmP%2FaACQACv%2ByACQAC%2F%2FtACQADf%2FBACQAEQAaACQAEgARACQAI%2F%2FxACQAJAAhACQAJv%2FtACQAKv%2FtACQALQAdACQAMv%2FtACQANP%2FtACQANgAQACQAN%2F%2FAACQAOP%2F2ACQAOf%2FCACQAOv%2FuACQAOwAZACQAPP%2BxACQAPQATACQAQP%2FlACQARv%2FzACQAR%2F%2FzACQASP%2FzACQASv%2FwACQAUv%2FzACQAVP%2FzACQAVgANACQAWP%2FxACQAWf%2FrACQAWv%2FtACQAWwAaACQAXP%2FxACQAXQAPACQAXv%2FsACQAYP%2F2ACQAYwAZACQAZv%2FtACQAaP%2B5ACQAaf%2B8ACQAmAAiACQAwv%2FzACUACv%2F1ACUAC%2F%2F1ACUADP%2FnACUADf%2F1ACUAEf%2F2ACUAEv%2FrACUAHf%2F1ACUAIv%2FsACUAOf%2FtACUAOv%2FzACUAO%2F%2FrACUAPP%2FnACUAQP%2FeACUAXf%2FzACUAYP%2FqACUAmP%2F0ACYAC%2F%2FpACYAEP%2FiACYAEQAWACYAIgAPACYAI%2F%2FvACYAJAAWACYAJv%2FsACYAKv%2FsACYALQAXACYAMv%2FsACYANP%2FsACYANgAKACYANwARACYAOQARACYAOwANACYAPAARACYAPQAKACYAPv%2F2ACYARv%2FxACYAR%2F%2FxACYASP%2FxACYASv%2FxACYAUv%2FxACYAVP%2FxACYAWP%2FsACYAWf%2FwACYAWv%2FvACYAWwAOACYAXP%2FwACYAXv%2FkACYAYwASACYAZv%2FTACYAaQANACYAmAAWACYAwv%2FxACcABP%2FyACcACv%2FmACcAC%2F%2F0ACcADP%2FfACcAEf%2FfACcAEv%2FVACcAIv%2FZACcAI%2F%2F1ACcAJP%2FtACcALf%2FnACcANv%2F1ACcAN%2F%2FlACcAOf%2FvACcAOv%2FvACcAO%2F%2FoACcAPP%2FXACcAPf%2FxACcAPv%2F1ACcAQP%2FWACcARP%2FyACcAYP%2FjACcAY%2F%2FeACcAaP%2FsACcAaf%2F0ACcAmP%2FWACgACv%2FwACgAC%2F%2FrACgADf%2FzACgAEQALACgAI%2F%2FwACgAJAARACgAJv%2FkACgAKv%2FkACgALQARACgAMv%2FkACgANP%2FkACgAOP%2FqACgAPv%2FvACgAQP%2FVACgARv%2FwACgAR%2F%2FvACgASP%2FwACgASv%2FpACgAUv%2FvACgAVP%2FxACgAV%2F%2FyACgAWP%2FtACgAWf%2FnACgAWv%2FnACgAWwAJACgAXP%2FnACgAXv%2FtACgAYP%2FqACgAZv%2FpACgAaP%2FzACgAmAASACgAwv%2FxACkABP%2F2ACkAC%2F%2FoACkAEf%2B%2FACkAEv%2FEACkAHf%2FuACkAIgANACkAI%2F%2FuACkAJP%2FSACkAJv%2FzACkAKv%2FzACkALf%2BwACkAMv%2FzACkANP%2FzACkANwAOACkAOQASACkAPAAUACkAPv%2FxACkAQP%2FXACkARP%2FNACkARv%2FyACkAR%2F%2FyACkASP%2FyACkASv%2FyACkAUf%2FkACkAUv%2FyACkAU%2F%2FkACkAVP%2FyACkAVf%2FkACkAWP%2FnACkAW%2F%2FcACkAXf%2FmACkAY%2F%2BZACkAcP%2FrACkAmP%2B0ACkAwv%2FxACoADP%2F2ACoADf%2FnACoAQP%2F2ACoAWf%2FuACoAXP%2FuACoAYP%2F2AC0ADP%2F2AC0AEf%2F2AC0AEv%2FcAC0AJP%2F2AC0ALf%2FxAC0APf%2FvAC0AQP%2FeAC0AXf%2FuAC0AYP%2FtAC0AY%2F%2FzAC0AmP%2FnAC4AC%2F%2FuAC4ADf%2FfAC4AEP%2FRAC4AEQAQAC4AEgASAC4AIgALAC4AI%2F%2FtAC4AJAAiAC4AJv%2FdAC4AKv%2FdAC4ALQAbAC4AMv%2FdAC4ANP%2FdAC4ANwARAC4AOQAUAC4AOgAKAC4AOwAaAC4APAAWAC4APQAVAC4AQP%2FmAC4ARv%2FrAC4AR%2F%2FrAC4ASP%2FrAC4ASv%2FrAC4AUv%2FrAC4AVP%2FrAC4AVgAOAC4AWP%2FzAC4AWf%2FyAC4AWv%2FQAC4AWwAbAC4AXP%2F2AC4AXQAQAC4AXv%2FtAC4AYwAPAC4AZv%2FDAC4AmAAjAC4AwQAVAC4Awv%2FnAC8ACv%2BCAC8AC%2F%2F2AC8ADf91AC8AEP%2B7AC8AEQAXAC8AEgAMAC8AJAAcAC8AJv%2FTAC8AKv%2FTAC8ALQAcAC8AMv%2FTAC8ANP%2FTAC8ANgAOAC8AN%2F%2BNAC8AOP%2FuAC8AOf%2BcAC8AOv%2FTAC8AOwAUAC8APP%2BNAC8APQAOAC8AQP%2FgAC8ARv%2F0AC8AR%2F%2F0AC8ASP%2F0AC8ASv%2F0AC8AUv%2F0AC8AVP%2F0AC8AWf%2FYAC8AWv%2FbAC8AWwAVAC8AXP%2FsAC8AXQAKAC8AXv%2FoAC8AYP%2FxAC8AYwAOAC8AZv%2FZAC8AaP%2BIAC8Aaf%2BKAC8AcAALAC8AmAAdADAAOf%2F6ADAAPP%2F4ADIABP%2FyADIACv%2FpADIAC%2F%2F0ADIADP%2FkADIAEf%2FfADIAEv%2FWADIAIv%2FeADIAI%2F%2F1ADIAJP%2FtADIALf%2FnADIANv%2F2ADIAN%2F%2FlADIAOf%2FvADIAOv%2FwADIAO%2F%2FoADIAPP%2FXADIAPf%2FxADIAPv%2F2ADIAQP%2FWADIARP%2FzADIAYP%2FjADIAY%2F%2FiADIAaP%2FwADIAaf%2F2ADIAmP%2FYADMABP%2F1ADMAC%2F%2F0ADMADP%2FoADMAEf%2BmADMAEv%2FCADMAJP%2FOADMALf%2BhADMAO%2F%2FuADMAPv%2FxADMAQP%2FXADMARP%2FtADMARv%2FrADMAR%2F%2FrADMASP%2FgADMASv%2FrADMAUv%2FrADMAVP%2F1ADMAWQAKADMAWgAJADMAXAAKADMAYP%2FoADMAY%2F%2BNADMAZv%2FuADMAaQAKADMAmP%2BsADMAwv%2FwADQABP%2FyADQACv%2FpADQAC%2F%2F0ADQAEf%2FfADQAIv%2FeADQAI%2F%2F1ADQAJP%2FtADQALf%2FnADQANv%2F2ADQAN%2F%2FlADQAOf%2FvADQAOv%2FwADQAO%2F%2FoADQAPP%2FXADQAPf%2FxADQAPv%2F2ADQARP%2FyADQATQAPADQAY%2F%2FsADQAaP%2FwADQAaf%2F2ADQAmP%2FYADUAC%2F%2F0ADUAEQAOADUAEgAMADUAIv%2FzADUAI%2F%2FxADUAJAAcADUAJv%2F1ADUAKv%2F1ADUALQAWADUAMv%2F1ADUANP%2F1ADUAOf%2F2ADUAOwATADUAPP%2FtADUAPQAOADUAQP%2FfADUAWwAVADUAXQAJADUAXv%2FvADUAYP%2FwADUAYwAOADUAZv%2FsADUAmAAdADUAwv%2FxADcAC%2F%2FlADcADAAMADcAEP%2FPADcAEf%2B1ADcAEv%2BqADcAHf%2BsADcAIgAWADcAI%2F%2FNADcAJP%2FAADcAJv%2FlADcAKv%2FlADcALf%2BmADcAMv%2FlADcANP%2FlADcANwAYADcAOQAbADcAOgARADcAOwAPADcAPAAdADcAQP%2FgADcARP%2FTADcARv%2FJADcAR%2F%2FJADcASP%2FJADcASv%2FJADcAUf%2FYADcAUv%2FJADcAU%2F%2FYADcAVP%2FJADcAVf%2FYADcAVv%2FTADcAWP%2FeADcAWf%2FqADcAWv%2BvADcAW%2F%2FuADcAXP%2FqADcAXf%2FiADcAXv%2FoADcAY%2F%2B9ADcAZv%2BrADcAcP%2B0ADcAmP%2B4ADcAwAAVADcAwQAfADcAwv%2BxADgAC%2F%2F2ADgAEf%2F2ADgAEv%2FXADgAHf%2F2ADgAJP%2F2ADgALf%2FxADgAPf%2FwADgAQP%2FbADgARP%2FwADgAXf%2FuADgAXv%2F2ADgAYP%2FqADgAY%2F%2FrADgAmP%2FeADkACgAOADkAC%2F%2FfADkADAAQADkAEP%2F2ADkAEf%2B1ADkAEv%2B9ADkAHf%2FsADkAIgAYADkAI%2F%2FaADkAJP%2FCADkAJv%2FvADkAKv%2FvADkALf%2BhADkAMP%2F6ADkAMv%2FvADkANP%2FvADkANwAcADkAOQAfADkAOgAVADkAOwATADkAPAAhADkAQP%2FkADkARP%2FnADkARv%2FTADkAR%2F%2FTADkASP%2FTADkASv%2FTADkAUf%2FiADkAUv%2FTADkAU%2F%2FiADkAVP%2FTADkAVf%2FiADkAVv%2FxADkAWP%2FoADkAXf%2F%2BADkAXv%2FoADkAY%2F%2B2ADkAZv%2FVADkAaAATADkAaQAYADkAcP%2F1ADkAmP%2BuADkAvgALADkAwQAgADkAwv%2FNADoACgANADoAC%2F%2FwADoAEf%2FbADoAEv%2FRADoAHf%2F1ADoAIgAQADoAI%2F%2FtADoAJP%2FuADoAJv%2FwADoAKv%2FwADoALf%2FEADoAMv%2FwADoANP%2FwADoANwATADoAOQAWADoAOgAMADoAOwAKADoAPAAYADoAQP%2FbADoARP%2FjADoARv%2FqADoAR%2F%2FqADoASP%2FqADoASv%2FmADoAUf%2FrADoAUv%2FqADoAU%2F%2FrADoAVP%2FqADoAVf%2FrADoAVv%2FvADoAWP%2FtADoAXv%2FvADoAY%2F%2FaADoAZv%2FsADoAaAASADoAaQAZADoAmP%2FPADoAwQASADoAwv%2FmADsAC%2F%2FnADsADf%2FmADsAEP%2FkADsAEQANADsAEgAKADsAI%2F%2FmADsAJAAbADsAJv%2FoADsAKv%2FoADsALQAUADsAMv%2FoADsANP%2FoADsANwANADsAOQARADsAOwASADsAPAATADsAPQANADsAQP%2FeADsARv%2FuADsAR%2F%2FuADsASP%2FuADsASv%2FuADsAUv%2FuADsAVP%2FuADsAWP%2F2ADsAWf%2F1ADsAWv%2FbADsAWwATADsAXP%2F5ADsAXv%2FmADsAYwAKADsAZv%2FRADsAmAAcADsAwv%2FjADwAC%2F%2FWADwADAASADwAEP%2FPADwAEf%2B%2FADwAEv%2BuADwAHf%2FaADwAIgAZADwAI%2F%2FGADwAJP%2BxADwAJv%2FXADwAKv%2FXADwALf%2BNADwAMP%2F4ADwAMv%2FXADwANP%2FXADwANwAeADwAOQAhADwAOgAXADwAOwAVADwAPAAjADwAPQALADwAQP%2FmADwARP%2FXADwARv%2FPADwAR%2F%2FPADwASP%2FPADwASv%2FPADwAUf%2FYADwAUv%2FPADwAU%2F%2FYADwAVP%2FPADwAVf%2FYADwAVv%2FsADwAWP%2FeADwAW%2F%2FxADwAXf%2FkADwAXv%2FqADwAY%2F%2ByADwAZv%2B0ADwAaAALADwAaQARADwAcP%2FgADwAmP%2BwADwAwQApADwAwv%2ByAD0AC%2F%2FrAD0AEP%2FEAD0AEQALAD0AI%2F%2FwAD0AJAARAD0AJv%2FcAD0AKv%2FcAD0ALQARAD0AMv%2FcAD0ANP%2FcAD0AOP%2FyAD0AOQAKAD0APAAMAD0APv%2FvAD0AQP%2FVAD0ARv%2FwAD0AR%2F%2FvAD0ASP%2FwAD0ASv%2FpAD0AUv%2FvAD0AVP%2FxAD0AV%2F%2FzAD0AWP%2FtAD0AWf%2FpAD0AWv%2FoAD0AWwAJAD0AXP%2FpAD0AXv%2FdAD0AYP%2FxAD0AZv%2FOAD0AmAASAD0AwQAKAD0Awv%2FxAD4AJP%2FkAD4AJv%2FVAD4AKv%2FVAD4ALf%2FkAD4AMv%2FVAD4ANP%2FVAD4ANv%2FmAD4AN%2F%2FfAD4AOP%2FaAD4AOf%2FjAD4AOv%2FbAD4AO%2F%2FcAD4APP%2FlAD4APf%2FXAD4AQABQAD4AmP%2FlAEAAJv%2F2AEAAKv%2F2AEAAMv%2F2AEAANP%2F2AEAAOv%2F2AEAAO%2F%2F2AEAAPf%2FwAEQACv%2FlAEQADP%2FoAEQADf%2FsAEQAIv%2FkAEQAQP%2FiAEQAWf%2FxAEQAWv%2F0AEQAXP%2FxAEQAYP%2FrAEQAaf%2FoAEUACv%2FbAEUADP%2FlAEUAEv%2FqAEUAIv%2FkAEUAQ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qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Ffont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3tRxAWwFs2tcuJRnI6xjmBdWjbgFNRHMHiF1uHYBfUR%2Fut5Ug2jXAaT96%2B9RH%2FFToRwIzGbKmVJ1AZQnoabSB1yyIg7ByAridHApPMjyw0OiV6RjSbCuzwLAvFizBliWJua1tsuAgvNPbmljYbpt8lkWam7b3XZiOiKJskMOtmfScnsbPW208knwjuXrXK4Q1iKIgNyYXXDVT9C2Ye%2F78GQ5BEEXfFdde2RwauOysdJNL5AzCy84ard%2FnGAVN8alecnFdgu5Gbd5DJTL%2BhHZK0vApVy3OfU8XTSJg1TlssivsPYUlIqvn66PzrVTymCc4wgF6SDNR0pDf%2B9Gp%2BVnsUH5WtpHYsuhOaey8zdwLN47V8MTbm78g687%2BP3cx6tcAeNpjYGRgYGBk8s0%2FzBIfz2%2FzlUGeZQNQhOFCWfF0GP0%2F8P8c1jusIkAuBwMTSBQAYwQM6HjaY2BkYGAV%2Bd8KJgP%2FXWG9wwAUQQGLAYqPBl942n1TvUoDQRCe1VM8kWARjNrZGIurBAsRBIuA2vkAFsJiKTYW4guIjT5ARMgTxCLoA1hcb5OgDyGHrY7f7M65e8fpLF%2B%2B2W%2FnZ2eTmGfaIJi5I0qGDlZZcD51QzTTJirZPAI9JIwVA%2BwT8L5nOdMaV0AuMJ%2BicRHq8of6LSD18fzq8ds7xjpwBnQiSI9V5QVl6NwPvgM15NXn%2FAtWZyj3W0HjEXitOc%2FdIdbetPdFTZ%2BP6t%2BX7xU0%2Fk6GJtOe1%2FB3arN0%2Fpmz1J4UZc%2BD6ExwjD7vioeGd5HvhvU%2BR%2BDZcGZ6YBPNfAi0G97iBPwFXqph2cW8%2BD7kjMfwtinHb6kLb6Wygk3cZytSEoptGrlScdHtLPeri1JKueACMZfU1ViJG1Sq5E43dIt7SZZFl1zuRhb%2FGOs44xFVDbrJzB5tYs35OmaXTrEmkv0DajnMWQB42mNgYNCCwk0MLxheMPrhgUuY2JiUmOqY2pjWMD1hdmPOY%2B5hPsLCwWLEksSyiOUOawzrLrYiti%2FsCuxJ7Kc45DiSOPZxmnG2cG7jvMelweXDNYXrEbcBdxf3KR4OngheLd443g18fHwZfFv4NfiX8T8TEBIIEZggsEpQS7BMcJsQl5CFUI3QAWEp4RLhCyJaIldEbURXiJ4RYxEzE0sQ2yD2TzxIfJkEk4SeRJbENIkNEg8k%2FklqSGZITpE8InlL8p2UmVSG1A6pb9Jx0ltkjGSmyDySlZF1kc2RnSK7R%2FaZnJ5cmdwB%2BST5SwpuCvsUjRTLFHcoOShNU9qhzKespGyhXKV8SPmBCpOKgUqcyjSVR6omqgmqe9RE1OrUnqkHqO9R%2F6FholGgsUZzgeYZLTUtL60WbS7tKh0OnQydXTpvdGV0O3S%2F6Gnopekt0ruhz6fvpl%2Bnv0n%2Fh4GdQYvBJUMhwwTDdYYvjFSM4oxmGd0zVjK2M84w3mYiYZJgssLkkqmO6TzTF2Z2ZjVmd8ylzP3MJ5lfsRCwcLJoszhhyWXpZdlhecZKxirHapbVPesF1ndsJGwCbBbZ%2FLA1sn1jZ2XXY3fFXsM%2Bz36V%2FS8HD4cGh2OOTI51ThJOK5zeOUs4OzmXOS9wPuUi4JLgss7lm2uU6zY3NrcSty1u39zN3Mvct7l%2F8xDzMPLw88jyaPM44ynkaeEZ59niucqLyUvPKwgAn3OqOQAAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAHjarZK9TgJBEMf%2Fd6CRaAyRhMLqCgsbL4ciglTGRPEjSiSKlnLycXJ86CEniU%2FhM9jYWPgIFkYfwd6nsDD%2Bd1mBIIUx3mZnfzs3MzszuwDCeIYG8UUwQxmAFgxxPeeuyxrmcaNYxzTuFAewi0fFQSTxqXgM11pC8TgS2oPiCUS1d8Uh8ofiSczpYcVT5LjiCPlY8Qui%2BncOr7D02y6%2FBTCrP%2Fm%2Bb5bdTrPi2I26Z9qNGtbRQBMdXMJBGRW0YOCecxEWYoiTCvxrYBunqHPdoX2bLOyrMKlZg8thDETw5K7Itci1TXlGy0124QRZZLDFU%2FexhxztMozlosTpMH6ZPge0L%2BOKGnFKjJ4WRwppHPL0PP3SI2P9jLQwFOu3GRhDfkeyDo%2F%2FG7IHgzllZQxLdquvrdCyBVvat3seJlYo06gxapUxhU2JWnFygR03sSxnEkvcpf5Y5eibGq315TDp7fKWm8zbUVl71Aqq%2FZtNnlkWmLnQtno9ycvXYbA6W2pF3aKfCayyC0Ja7Fr%2FPW70%2FHO4YM0OKxFvzf0C1MyPjwAAeNpt1VWUU2cYRuHsgxenQt1d8%2F3JOUnqAyR1d%2FcCLQVKO22pu7tQd3d3d3d3d3cXmGzumrWy3pWLs%2FNdPDMpZaWu1783l1Lpf14MnfzO6FbqVupfGkD30iR60JNe9KYP09CXfvRnAAMZxGCGMG3pW6ZjemZgKDMyEzMzC7MyG7MzB3MyF3MzD%2FMyH%2FOzAAuyEAuzCIuyGIuzBGWCRIUqOQU16jRYkqVYmmVYluVYng6GMZwRNGmxAiuyEiuzCquyGquzBmuyFmuzDuuyHuuzARuyERuzCZuyGZuzBVuyFVuzDduyHdszklGMZgd2ZAw7MZZxjGdnJrALu9LJbuzOHkxkT%2FZib%2FZhX%2FZjfw7gQA7iYA7hUA7jcI7gSI7iaI7hWI7jeE7gRE7iZE5hEqdyGqdzBmdyFmdzDudyHudzARdyERdzCZdyGZdzBVdyFVdzDddyHddzAzdyEzdzC7dyG7dzB3dyF3dzD%2FdyH%2FfzAA%2FyEA%2FzCI%2FyGI%2FzBE%2FyFE%2FzDM%2FyHM%2FzAi%2FyEi%2FzCq%2FyGq%2FzBm%2FyFm%2FzDu%2FyHu%2FzAR%2FyER%2FzCZ%2FyGZ%2FzBV%2FyFV%2FzDd%2FyHd%2FzAz%2FyEz%2FzC7%2FyG7%2FzB3%2FyF3%2FzD%2F9mpYwsy7pl3bMeWc%2BsV9Y765NNk%2FXN%2BmX9swHZwGxQNjgb0nPkmInjR0V7Uq%2FOsaPL5Y7ylE3l8tQNN7kVt%2BrmbuHW3LrbcDvam1rtzVvdm50TxrU%2FDBvRtZUY1rV5a3jXFn550Wo%2FXDNWK3dFmh7X9LimxzU9qulRTY9qelTTo5rlKLt2wk7YiaprL%2ByFvbAX9pK9ZC%2FZS%2FaSvWQv2Uv2kr1kr2KvYq9ir2KvYq9ir2KvYq9ir2Kvaq9qr2qvaq9qr2qvaq9qr2qvai%2B3l9vL7eX2cnu5vdxebi%2B3l9sr7BV2CjuFncJOYaewU9gp7NTs1LyrZq9mr2avZq9mr2avZq9mr26vbq9ur26vbq9ur26vbq9ur26vYa9hr2GvYa9hr2GvYa%2FR7oXuQ%2Feh%2B2j%2FUU7e3C3cqc%2FV3fYdof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D92H7kP3ofvQfeg%2BdB%2B6D92H7kP3ofvQfRT29B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6j6nuG3Ya7U5q%2F0hN3nCTW3Gr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XAAAAAgAAAGQEsASvABoAHgAAAB4BDwEBMzIWHQEhNTQ2OwEBJyY%2BARYfATc2AyEnAwL2IAkKiAHTHhQe%2B1AeFB4B1IcKCSAkCm9wCXoBebbDBLMTIxC7%2FRYlFSoqFSUC6rcQJBQJEJSWEPwecAIWAAAAAAQAAABkBLAETAALABcAIwA3AAATITIWBwEGIicBJjYXARYUBwEGJjURNDYJATYWFREUBicBJjQHARYGIyEiJjcBNjIfARYyPwE2MhkEfgoFCP3MCBQI%2FcwIBQMBCAgI%2FvgICgoDjAEICAoKCP74CFwBbAgFCvuCCgUIAWwIFAikCBQIpAgUBEwKCP3JCAgCNwgK2v74CBQI%2FvgIBQoCJgoF%2FvABCAgFCv3aCgUIAQgIFID%2BlAgKCggBbAgIpAgIpAgAAAAD%2F%2FD%2F8AS6BLoACQANABAAAAAyHwEWFA8BJzcTAScJAQUTA%2BAmDpkNDWPWXyL9mdYCZv4f%2FrNuBLoNmQ4mDlzWYP50%2FZrWAmb8anABTwAAAAEAAAAABLAEsAAPAAABETMyFh0BITU0NjsBEQEhArz6FR384B0V%2Bv4MBLACiv3aHRUyMhUdAiYCJgAAAAEADgAIBEwEnAAfAAABJTYWFREUBgcGLgE2NzYXEQURFAYHBi4BNjc2FxE0NgFwAoUnMFNGT4gkV09IQv2oWEFPiCRXT0hCHQP5ow8eIvzBN1EXGSltchkYEAIJm%2F2iKmAVGilucRoYEQJ%2FJioAAAACAAn%2F%2BAS7BKcAHQApAAAAMh4CFQcXFAcBFgYPAQYiJwEGIycHIi4CND4BBCIOARQeATI%2BATQmAZDItoNOAQFOARMXARY7GikT%2Fu13jgUCZLaDTk6DAXKwlFZWlLCUVlYEp06DtmQCBY15%2Fu4aJRg6FBQBEk0BAU6Dtsi2g1tWlLCUVlaUsJQAAQBkAFgErwREABkAAAE%2BAh4CFRQOAwcuBDU0PgIeAQKJMHt4dVg2Q3mEqD4%2Bp4V4Qzhadnh5A7VESAUtU3ZAOXmAf7JVVbJ%2FgHk5QHZTLQVIAAAAAf%2FTAF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSM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BsgGzAbQBtQG2AbcBuAG5AboBuwG8Ab0BvgG%2FAcABwQHCAcMBxAHFAcYBxwHIAckBygHLAcwBzQHOAc8B0AHRAdIB0wHUAdUB1gHXAdgB2QHaAdsB3AHdAd4B3wHgAeEB4gHjAeQB5QHmAecB6AHpAeoB6wHsAe0B7gHvAfAB8QHyAfMB9AH1AfYB9wH4AfkB%2BgH7AfwB%2FQH%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%3D%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDIyOyIgZD0iTTYwMCAxMjAwdi00MDBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDMwMHYtNjUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC04MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djExMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDQ1MHpNMTAwMCA4MDBoLTI1MHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMjM7IiBkPSJNNjAwIDExNzdxMTE3IDAgMjI0IC00NS41dDE4NC41IC0xMjN0MTIzIC0xODQuNXQ0NS41IC0yMjR0LTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41dC0yMjQgNDUuNXQtMTg0LjUgMTIzdC0xMjMgMTg0LjV0LTQ1LjUgMjI0dDQ1LjUgMjI0dDEyMyAxODQuNXQxODQuNSAxMjN0MjI0IDQ1LjV6TTYwMCAxMDI3cS0xMTYgMCAtMjE0LjUgLTU3dC0xNTUuNSAtMTU1LjV0LTU3IC0yMTQuNXQ1NyAtMjE0LjUgdDE1NS41IC0xNTUuNXQyMTQuNSAtNTd0MjE0LjUgNTd0MTU1LjUgMTU1LjV0NTcgMjE0LjV0LTU3IDIxNC41dC0xNTUuNSAxNTUuNXQtMjE0LjUgNTd6TTUyNSA5MDBoNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0yNzVoMTc1cTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYzNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI1OyIgZD0iTTU1MCAxMjAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDUwaDE5MXEyMCAwIDI1LjUgLTExLjV0LTcuNSAtMjcuNWwtMzI3IC00MDBxLTEzIC0xNiAtMzIgLTE2dC0zMiAxNmwtMzI3IDQwMHEtMTMgMTYgLTcuNSAyNy41dDI1LjUgMTEuNWgxOTF2NDUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMTEyNSA0MDBoNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0zNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41IGgtMTA1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djM1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTc1aDkwMHYxNzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDMyOyIgZD0iTTEyNSAxMjAwaDEwNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTA1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djExNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMTA3NSAxMDAwaC04NTBxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di04NTBxMCAtMTAgNy41IC0xNy41dDE3LjUgLTcuNWg4NTBxMTAgMCAxNy41IDcuNXQ3LjUgMTcuNXY4NTAgcTAgMTAgLTcuNSAxNy41dC0xNy41IDcuNXpNMzI1IDkwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01MjUgOTAwaDQ1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNDUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTAgcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTMyNSA3MDBoNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di01MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNTI1IDcwMGg0NTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di01MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTQ1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djUwIHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek0zMjUgNTAwaDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC01MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTUyNSA1MDBoNDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC00NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MCBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMzI1IDMwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01MjUgMzAwaDQ1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNDUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTAgcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzMzsiIGQ9Ik05MDAgODAwdjIwMHEwIDgzIC01OC41IDE0MS41dC0xNDEuNSA1OC41aC0zMDBxLTgyIDAgLTE0MSAtNTl0LTU5IC0xNDF2LTIwMGgtMTAwcS00MSAwIC03MC41IC0yOS41dC0yOS41IC03MC41di02MDBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDkwMHE0MSAwIDcwLjUgMjkuNXQyOS41IDcwLjV2NjAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41aC0xMDB6TTQwMCA4MDB2MTUwcTAgMjEgMTUgMzUuNXQzNSAxNC41aDIwMCBxMjAgMCAzNSAtMTQuNXQxNSAtMzUuNXYtMTUwaC0zMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzNDsiIGQ9Ik0xMjUgMTEwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTEwNzVoLTEwMHYxMDc1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTEwNzUgMTA1MnE0IDAgOSAtMnExNiAtNiAxNiAtMjN2LTQyMXEwIC02IC0zIC0xMnEtMzMgLTU5IC02Ni41IC05OXQtNjUuNSAtNTh0LTU2LjUgLTI0LjV0LTUyLjUgLTYuNXEtMjYgMCAtNTcuNSA2LjV0LTUyLjUgMTMuNXQtNjAgMjFxLTQxIDE1IC02MyAyMi41dC01Ny41IDE1dC02NS41IDcuNSBxLTg1IDAgLTE2MCAtNTdxLTcgLTUgLTE1IC01cS02IDAgLTExIDNxLTE0IDcgLTE0IDIydjQzOHEyMiA1NSA4MiA5OC41dDExOSA0Ni41cTIzIDIgNDMgMC41dDQzIC03dDMyLjUgLTguNXQzOCAtMTN0MzIuNSAtMTFxNDEgLTE0IDYzLjUgLTIxdDU3IC0xNHQ2My41IC03cTEwMyAwIDE4MyA4N3E3IDggMTggOHoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY2OyIgZD0iTTM1MCAxMTAwaDM2MXEtMTY0IC0xNDYgLTIxNiAtMjAwaC0xOTVxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNWwyMDAgMTUzdi0xMDNxMCAtMTY1IC05Mi41IC0yNTcuNXQtMjU3LjUgLTkyLjVoLTQwMHEtMTY1IDAgLTI1Ny41IDkyLjV0LTkyLjUgMjU3LjV2NDAwcTAgMTY1IDkyLjUgMjU3LjV0MjU3LjUgOTIuNXogTTgyNCAxMDczbDMzOSAtMzAxcTggLTcgOCAtMTcuNXQtOCAtMTcuNWwtMzQwIC0zMDZxLTcgLTYgLTEyLjUgLTR0LTYuNSAxMXYyMDNxLTI2IDEgLTU0LjUgMHQtNzguNSAtNy41dC05MiAtMTcuNXQtODYgLTM1dC03MCAtNTdxMTAgNTkgMzMgMTA4dDUxLjUgODEuNXQ2NSA1OC41dDY4LjUgNDAuNXQ2NyAyNC41dDU2IDEzLjV0NDAgNC41djIxMHExIDEwIDYuNSAxMi41dDEzLjUgLTQuNXoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDkxOyIgZD0iTTM5IDU4Mmw1MjIgNDI3cTE2IDEzIDI3LjUgOHQxMS41IC0yNnYtMjkxaDU1MHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC01NTB2LTI5MXEwIC0yMSAtMTEuNSAtMjZ0LTI3LjUgOGwtNTIyIDQyN3EtMTYgMTMgLTE2IDMydDE2IDMyeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwOTI7IiBkPSJNNjM5IDEwMDlsNTIyIC00MjdxMTYgLTEzIDE2IC0zMnQtMTYgLTMybC01MjIgLTQyN3EtMTYgLTEzIC0yNy41IC04dC0xMS41IDI2djI5MWgtNTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYyMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDU1MHYyOTFxMCAyMSAxMS41IDI2dDI3LjUgLTh6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA5MzsiIGQ9Ik02ODIgMTE2MWw0MjcgLTUyMnExMyAtMTYgOCAtMjcuNXQtMjYgLTExLjVoLTI5MXYtNTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djU1MGgtMjkxcS0yMSAwIC0yNiAxMS41dDggMjcuNWw0MjcgNTIycTEzIDE2IDMyIDE2dDMyIC0xNnoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%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%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%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%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%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%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%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%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTk5OyIgZD0iTTcwMCAxMDB2MTAwaDQwMGwtMjcwIDMwMGgxNzBsLTI3MCAzMDBoMTcwbC0zMDAgMzMzbC0zMDAgLTMzM2gxNzBsLTI3MCAtMzAwaDE3MGwtMjcwIC0zMDBoNDAwdi0xMDBoLTUwcS0yMSAwIC0zNS41IC0xNC41dC0xNC41IC0zNS41di01MGg0MDB2NTBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjVoLTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDA7IiBkPSJNNjAwIDExNzlxOTQgMCAxNjcuNSAtNTYuNXQ5OS41IC0xNDUuNXE4OSAtNiAxNTAuNSAtNzEuNXQ2MS41IC0xNTUuNXEwIC02MSAtMjkuNSAtMTEyLjV0LTc5LjUgLTgyLjVxOSAtMjkgOSAtNTVxMCAtNzQgLTUyLjUgLTEyNi41dC0xMjYuNSAtNTIuNXEtNTUgMCAtMTAwIDMwdi0yNTFxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUwaC0zMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41djI1MXEtNDUgLTMwIC0xMDAgLTMwIHEtNzQgMCAtMTI2LjUgNTIuNXQtNTIuNSAxMjYuNXEwIDE4IDQgMzhxLTQ3IDIxIC03NS41IDY1dC0yOC41IDk3cTAgNzQgNTIuNSAxMjYuNXQxMjYuNSA1Mi41cTUgMCAyMyAtMnEwIDIgLTEgMTB0LTEgMTNxMCAxMTYgODEuNSAxOTcuNXQxOTcuNSA4MS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDE7IiBkPSJNMTAxMCAxMDEwcTExMSAtMTExIDE1MC41IC0yNjAuNXQwIC0yOTl0LTE1MC41IC0yNjAuNXEtODMgLTgzIC0xOTEuNSAtMTI2LjV0LTIxOC41IC00My41dC0yMTguNSA0My41dC0xOTEuNSAxMjYuNXEtMTExIDExMSAtMTUwLjUgMjYwLjV0MCAyOTl0MTUwLjUgMjYwLjVxODMgODMgMTkxLjUgMTI2LjV0MjE4LjUgNDMuNXQyMTguNSAtNDMuNXQxOTEuNSAtMTI2LjV6TTQ3NiAxMDY1cS00IDAgLTggLTFxLTEyMSAtMzQgLTIwOS41IC0xMjIuNSB0LTEyMi41IC0yMDkuNXEtNCAtMTIgMi41IC0yM3QxOC41IC0xNGwzNiAtOXEzIC0xIDcgLTFxMjMgMCAyOSAyMnEyNyA5NiA5OCAxNjZxNzAgNzEgMTY2IDk4cTExIDMgMTcuNSAxMy41dDMuNSAyMi41bC05IDM1cS0zIDEzIC0xNCAxOXEtNyA0IC0xNSA0ek01MTIgOTIwcS00IDAgLTkgLTJxLTgwIC0yNCAtMTM4LjUgLTgyLjV0LTgyLjUgLTEzOC41cS00IC0xMyAyIC0yNHQxOSAtMTRsMzQgLTlxNCAtMSA4IC0xcTIyIDAgMjggMjEgcTE4IDU4IDU4LjUgOTguNXQ5Ny41IDU4LjVxMTIgMyAxOCAxMy41dDMgMjEuNWwtOSAzNXEtMyAxMiAtMTQgMTlxLTcgNCAtMTUgNHpNNzE5LjUgNzE5LjVxLTQ5LjUgNDkuNSAtMTE5LjUgNDkuNXQtMTE5LjUgLTQ5LjV0LTQ5LjUgLTExOS41dDQ5LjUgLTExOS41dDExOS41IC00OS41dDExOS41IDQ5LjV0NDkuNSAxMTkuNXQtNDkuNSAxMTkuNXpNODU1IDU1MXEtMjIgMCAtMjggLTIxcS0xOCAtNTggLTU4LjUgLTk4LjV0LTk4LjUgLTU3LjUgcS0xMSAtNCAtMTcgLTE0LjV0LTMgLTIxLjVsOSAtMzVxMyAtMTIgMTQgLTE5cTcgLTQgMTUgLTRxNCAwIDkgMnE4MCAyNCAxMzguNSA4Mi41dDgyLjUgMTM4LjVxNCAxMyAtMi41IDI0dC0xOC41IDE0bC0zNCA5cS00IDEgLTggMXpNMTAwMCA1MTVxLTIzIDAgLTI5IC0yMnEtMjcgLTk2IC05OCAtMTY2cS03MCAtNzEgLTE2NiAtOThxLTExIC0zIC0xNy41IC0xMy41dC0zLjUgLTIyLjVsOSAtMzVxMyAtMTMgMTQgLTE5cTcgLTQgMTUgLTQgcTQgMCA4IDFxMTIxIDM0IDIwOS41IDEyMi41dDEyMi41IDIwOS41cTQgMTIgLTIuNSAyM3QtMTguNSAxNGwtMzYgOXEtMyAxIC03IDF6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwMjsiIGQ9Ik03MDAgODAwaDMwMHYtMzgwaC0xODB2MjAwaC0zNDB2LTIwMGgtMzgwdjc1NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDU3NXYtNDAwek0xMDAwIDkwMGgtMjAwdjIwMHpNNzAwIDMwMGgxNjJsLTIxMiAtMjEybC0yMTIgMjEyaDE2MnYyMDBoMTAwdi0yMDB6TTUyMCAwaC0zOTVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYzOTV6TTEwMDAgMjIwdi0xOTVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xOTV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwMzsiIGQ9Ik03MDAgODAwaDMwMHYtNTIwbC0zNTAgMzUwbC01NTAgLTU1MHYxMDk1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoNTc1di00MDB6TTEwMDAgOTAwaC0yMDB2MjAwek04NjIgMjAwaC0xNjJ2LTIwMGgtMTAwdjIwMGgtMTYybDIxMiAyMTJ6TTQ4MCAwaC0zNTVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1NWgzODB2LTgwek0xMDAwIDgwdi01NXEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1NXY4MGgxODB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwNDsiIGQ9Ik0xMTYyIDgwMGgtMTYydi0yMDBoMTAwbDEwMCAtMTAwaC0zMDB2MzAwaC0xNjJsMjEyIDIxMnpNMjAwIDgwMGgyMDBxMjcgMCA0MCAtMnQyOS41IC0xMC41dDIzLjUgLTMwdDcgLTU3LjVoMzAwdi0xMDBoLTYwMGwtMjAwIC0zNTB2NDUwaDEwMHEwIDM2IDcgNTcuNXQyMy41IDMwdDI5LjUgMTAuNXQ0MCAyek04MDAgNDAwaDI0MGwtMjQwIC00MDBoLTgwMGwzMDAgNTAwaDUwMHYtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDU7IiBkPSJNNjUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGg1MHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoNTB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMDAwIDg1MHYxNTBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTgwMCBxMCAtNDEgLTI5LjUgLTcwLjV0LTcwLjUgLTI5LjVoLTYwMHEtMSAwIC0yMCA0bDI0NiAyNDZsLTMyNiAzMjZ2MzI0cTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXYtMTUwcTAgLTYyIDQ0IC0xMDZ0MTA2IC00NGgzMDBxNjIgMCAxMDYgNDR0NDQgMTA2ek00MTIgMjUwbC0yMTIgLTIxMnYxNjJoLTIwMHYxMDBoMjAwdjE2MnoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjA2OyIgZD0iTTQ1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBoNTBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMzAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDUwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNODAwIDg1MHYxNTBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTUwMCBoLTIwMHYtMzAwaDIwMHEwIC0zNiAtNyAtNTcuNXQtMjMuNSAtMzB0LTI5LjUgLTEwLjV0LTQwIC0yaC02MDBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41djgwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjV2LTE1MHEwIC02MiA0NCAtMTA2dDEwNiAtNDRoMzAwcTYyIDAgMTA2IDQ0dDQ0IDEwNnpNMTIxMiAyNTBsLTIxMiAtMjEydjE2MmgtMjAwdjEwMGgyMDB2MTYyeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDk7IiBkPSJNNjU4IDExOTdsNjM3IC0xMTA0cTIzIC0zOCA3IC02NS41dC02MCAtMjcuNWgtMTI3NnEtNDQgMCAtNjAgMjcuNXQ3IDY1LjVsNjM3IDExMDRxMjIgMzkgNTQgMzl0NTQgLTM5ek03MDQgODAwaC0yMDhxLTIwIDAgLTMyIC0xNC41dC04IC0zNC41bDU4IC0zMDJxNCAtMjAgMjEuNSAtMzQuNXQzNy41IC0xNC41aDU0cTIwIDAgMzcuNSAxNC41dDIxLjUgMzQuNWw1OCAzMDJxNCAyMCAtOCAzNC41dC0zMiAxNC41ek01MDAgMzAwdi0xMDBoMjAwIHYxMDBoLTIwMHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlw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type=\"text\/css\">code{white-space: pre;}<\/style>\n<style type=\"text\/css\">\ndiv.sourceCode { overflow-x: auto; }\ntable.sourceCode, tr.sourceCode, td.lineNumbers, td.sourceCode {\n margin: 0; padding: 0; vertical-align: baseline; border: none; }\ntable.sourceCode { width: 100%; line-height: 100%; background-color: #f8f8f8; }\ntd.lineNumbers { text-align: right; padding-right: 4px; padding-left: 4px; color: #aaaaaa; border-right: 1px solid #aaaaaa; }\ntd.sourceCode { padding-left: 5px; }\npre, code { background-color: #f8f8f8; }\ncode > span.kw { color: #204a87; font-weight: bold; } \/* Keyword *\/\ncode > span.dt { color: #204a87; } \/* DataType *\/\ncode > span.dv { color: #0000cf; } \/* DecVal *\/\ncode > span.bn { color: #0000cf; } \/* BaseN *\/\ncode > span.fl { color: #0000cf; } \/* Float *\/\ncode > span.ch { color: #4e9a06; } \/* Char *\/\ncode > span.st { color: #4e9a06; } \/* String *\/\ncode > span.co { color: #8f5902; font-style: italic; } \/* Comment *\/\ncode > span.ot { color: #8f5902; } \/* Other *\/\ncode > span.al { color: #ef2929; } \/* Alert *\/\ncode > span.fu { color: #000000; } \/* Function *\/\ncode > span.er { color: #a40000; font-weight: bold; } \/* Error *\/\ncode > span.wa { color: #8f5902; font-weight: bold; font-style: italic; } \/* Warning *\/\ncode > span.cn { color: #000000; } \/* Constant *\/\ncode > span.sc { color: #000000; } \/* SpecialChar *\/\ncode > span.vs { color: #4e9a06; } \/* VerbatimString *\/\ncode > span.ss { color: #4e9a06; } \/* SpecialString *\/\ncode > span.im { } \/* Import *\/\ncode > span.va { color: #000000; } \/* Variable *\/\ncode > span.cf { color: #204a87; font-weight: bold; } \/* ControlFlow *\/\ncode > span.op { color: #ce5c00; font-weight: bold; } \/* Operator *\/\ncode > span.pp { color: #8f5902; font-style: italic; } \/* Preprocessor *\/\ncode > span.ex { } \/* Extension *\/\ncode > span.at { color: #c4a000; } \/* Attribute *\/\ncode > span.do { color: #8f5902; font-weight: bold; font-style: italic; } \/* Documentation *\/\ncode > span.an { color: #8f5902; font-weight: bold; font-style: italic; } \/* Annotation *\/\ncode > span.cv { color: #8f5902; font-weight: bold; font-style: italic; } \/* CommentVar *\/\ncode > span.in { color: #8f5902; font-weight: bold; font-style: italic; } \/* Information *\/\ndiv.sourceCode {\n overflow-x: visible;\n}\n<\/style>\n<style type=\"text\/css\">\n pre:not([class]) {\n background-color: white;\n }\n<\/style>\n\n\n<style type=\"text\/css\">\nh1 {\n font-size: 34px;\n}\nh1.title {\n font-size: 38px;\n}\nh2 {\n font-size: 30px;\n}\nh3 {\n font-size: 24px;\n}\nh4 {\n font-size: 18px;\n}\nh5 {\n font-size: 16px;\n}\nh6 {\n font-size: 12px;\n}\n.table th:not([align]) {\n text-align: left;\n}\n<\/style>\n\n\n<\/head>\n\n<body>\n\n<style type=\"text\/css\">\n.main-container {\n max-width: 940px;\n margin-left: auto;\n margin-right: auto;\n}\ncode {\n color: inherit;\n background-color: rgba(0, 0, 0, 0.04);\n}\nimg {\n max-width:100%;\n height: auto;\n}\n.tabbed-pane {\n padding-top: 12px;\n}\nbutton.code-folding-btn:focus {\n outline: none;\n}\n<\/style>\n\n\n\n<div class=\"container-fluid main-container\">\n\n\n<script>\n$(document).ready(function () {\n window.buildTabsets(\"TOC\");\n});\n<\/script>\n\n\n<style type=\"text\/css\">\n.code-folding-btn { margin-bottom: 4px; }\n<\/style>\n<script>\n$(document).ready(function () {\n window.initializeCodeFolding(\"show\" === \"show\");\n});\n<\/script>\n\n\n\n\n<script>\n$(document).ready(function () {\n\n \/\/ move toc-ignore selectors from section div to header\n $('div.section.toc-ignore')\n .removeClass('toc-ignore')\n .children('h1,h2,h3,h4,h5').addClass('toc-ignore');\n\n \/\/ establish options\n var options = {\n selectors: \"h1,h2,h3\",\n theme: \"bootstrap3\",\n context: '.toc-content',\n hashGenerator: function (text) {\n return text.replace(\/[.\\\\\/?&!#<>]\/g, '').replace(\/\\s\/g, '_').toLowerCase();\n },\n ignoreSelector: \".toc-ignore\",\n scrollTo: 0\n };\n options.showAndHide = true;\n options.smoothScroll = true;\n\n \/\/ tocify\n var toc = $(\"#TOC\").tocify(options).data(\"toc-tocify\");\n});\n<\/script>\n\n<style type=\"text\/css\">\n\n#TOC {\n margin: 25px 0px 20px 0px;\n}\n@media (max-width: 768px) {\n#TOC {\n position: relative;\n width: 100%;\n}\n}\n\n\n.toc-content {\n padding-left: 30px;\n padding-right: 40px;\n}\n\ndiv.main-container {\n max-width: 1200px;\n}\n\ndiv.tocify {\n width: 20%;\n max-width: 260px;\n max-height: 85%;\n}\n\n@media (min-width: 768px) and (max-width: 991px) {\n div.tocify {\n width: 25%;\n }\n}\n\n@media (max-width: 767px) {\n div.tocify {\n width: 100%;\n max-width: none;\n }\n}\n\n.tocify ul, .tocify li {\n line-height: 20px;\n}\n\n.tocify-subheader .tocify-item {\n font-size: 0.90em;\n padding-left: 25px;\n text-indent: 0;\n}\n\n.tocify .list-group-item {\n border-radius: 0px;\n}\n\n\n<\/style>\n\n\n<div class=\"row-fluid\">\n<div class=\"col-xs-12 col-sm-4 col-md-3\">\n<div id=\"TOC\" class=\"tocify\">\n<\/div>\n<\/div>\n\n<div class=\"toc-content col-xs-12 col-sm-8 col-md-9\">\n\n\n\n\n<div class=\"fluid-row\" id=\"header\">\n\n<div class=\"btn-group pull-right\">\n<button type=\"button\" class=\"btn btn-default btn-xs dropdown-toggle\" data-toggle=\"dropdown\" aria-haspopup=\"true\" aria-expanded=\"false\"><span>Code<\/span> <span class=\"caret\"><\/span><\/button>\n<ul class=\"dropdown-menu\" style=\"min-width: 50px;\">\n<li><a id=\"rmd-show-all-code\" href=\"#\">Show All Code<\/a><\/li>\n<li><a id=\"rmd-hide-all-code\" href=\"#\">Hide All Code<\/a><\/li>\n<\/ul>\n<\/div>\n\n\n\n<h1 class=\"title toc-ignore\">\u964d\u7ef4\u4e0e\u7279\u5f81\u7b5b\u9009<\/h1>\n\n<\/div>\n\n\n<div class=\"section level1\">\n<h1>1 \u964d\u7ef4\u4ecb\u7ecd<\/h1>\n<hr \/>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003\u5728\u73b0\u5b9e\u751f\u6d3b\u4e2d\uff0c\u5927\u591a\u6570\u6570\u636e\u96c6\u90fd\u6709\u9ad8\u7ef4\u5ea6\u7684\u53d8\u91cf\u6216\u7279\u5f81\uff0c\u800c\u7b97\u6cd5\u5728\u8ba1\u7b97\u8fd9\u4e9b\u9ad8\u5197\u4f59\u7279\u5f81\u65f6\uff0c\u9700\u8981\u5927\u91cf\u7684\u65f6\u95f4\u3002\u6240\u4ee5\u5728\u4fdd\u8bc1\u4e0d\u4e22\u5931\u5927\u91cf\u4fe1\u606f\u7684\u524d\u63d0\u4e0b\uff0c\u53ef\u4ee5\u5bf9\u6570\u636e\u8fdb\u884c\u65e0\u635f\u5f52\u7ea6\uff0c\u964d\u7ef4\u4e3b\u8981\u5206\u4e3a\u7279\u5f81\u63d0\u53d6\u548c\u7279\u5f81\u7b5b\u9009\u4e24\u7c7b\u3002\u7279\u5f81\u63d0\u53d6\u662f\u5c06\u9ad8\u7ef4\u6570\u636e\u6295\u5f71\u5230\u4f4e\u7ef4\u7a7a\u95f4\u4e2d\uff0c\u7279\u5f81\u63d0\u53d6\u5206\u4e3a\u7ebf\u6027\u63d0\u53d6\u548c\u975e\u7ebf\u6027\u63d0\u53d6\u3002\u7ebf\u6027\u63d0\u53d6\u5c1d\u8bd5\u627e\u5230\u4e00\u4e2a\u4eff\u5c04\u7a7a\u95f4\u6765\u8bf4\u660e\u6570\u636e\u5206\u5e03\u7684\u53d8\u5316\uff0c\u975e\u7ebf\u6027\u63d0\u53d6\u5bf9\u9ad8\u7ef4\u975e\u7ebf\u6027\u66f2\u7ebf\u5e73\u9762\u5206\u5e03\u7684\u6570\u636e\u975e\u5e38\u6709\u6548\u3002\u7279\u5f81\u7b5b\u9009\u662f\u901a\u8fc7\u4e00\u4e9b\u6307\u6807\u6765\u6311\u9009\u51fa\u5408\u9002\u7684\u7279\u5f81\u8fdb\u884c\u5efa\u6a21\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<div class=\"section level1\">\n<h1>2 \u7ebf\u6027\u7279\u5f81\u63d0\u53d6\u65b9\u6cd5<\/h1>\n<hr \/>\n<div id=\"pca\" class=\"section level2\">\n<h2>2.1 PCA\u4e3b\u6210\u5206\u5206\u6790<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003\u4e3b\u6210\u5206\u5206\u6790\u5c06\u7279\u5f81\u96c6\u7f29\u51cf\u4e3a\u80fd\u4ee3\u8868\u539f\u59cb\u7279\u5f81\u96c6\u7684\u5c0f\u90e8\u5206\u4e3b\u8981\u7279\u5f81\u5206\u91cf\uff0c\u5b83\u901a\u8fc7\u6b63\u4ea4\u53d8\u6362\u5c06\u67d0\u4e9b\u6709\u5173\u8054\u7684\u7279\u5f81\u8f6c\u6362\u4e3a\u4e3b\u6210\u5206\u3002<\/p>\n<p>\u2003\u2003PCA\u7b97\u6cd5\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u90e8\uff1a<\/p>\n<p>\u2003\u20031. \u627e\u5230\u5e73\u5747\u5411\u91cf<span class=\"math inline\">\$\\mu=\\frac{1}{n}\\sum^n_{i=1}{x_i}\$<\/span>;<\/p>\n<p>\u2003\u20032. \u8ba1\u7b97\u534f\u65b9\u5dee\u77e9\u9635<span class=\"math inline\">\$C=\\frac{1}{n}\\sum^n_{i=1}{(x_i-\\mu)}{(x_i-\\mu)}^T\$<\/span>;<\/p>\n<p>\u2003\u20033. \u8ba1\u7b97\u534f\u65b9\u5dee\u77e9\u9635C\u7684\u7279\u5f81\u5411\u91cf\u4ee5\u53ca\u7279\u5f81\u503c;<\/p>\n<p>\u2003\u20034. \u5bf9\u7279\u5f81\u503c\u6392\u5e8f\u5e76\u9009\u62e9\u524dK\u4e2a\u7279\u5f81\u503c;<\/p>\n<p>\u2003\u20035. \u6784\u5efa\u4e00\u4e2aD\u00d7K\u7684\u77e9\u9635U\uff0cD\u4e3a\u539f\u6570\u636e\u7ef4\u5ea6\u6570\uff0cK\u4e3a\u7279\u5f81\u5411\u91cf\u6570\uff0c\u6700\u540e<span class=\"math inline\">\$y=U^Tx\$<\/span>\u5c06\u6837\u672c\u8f6c\u6362\u4e3a\u65b0\u7684\u6570\u636e\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">data<\/span>(swiss)\nswiss <-<span class=\"st\"> <\/span>swiss[,<span class=\"op\">-<\/span><span class=\"dv\">1<\/span>]<span class=\"co\"># \u53bb\u6389\u7b2c\u4e00\u5217<\/span>\nswiss.pca <-<span class=\"st\"> <\/span><span class=\"kw\">prcomp<\/span>(swiss,<span class=\"dt\">center =<\/span> <span class=\"ot\">TRUE<\/span>,<span class=\"dt\">scale=<\/span><span class=\"ot\">TRUE<\/span>)<span class=\"co\"># \u4e3b\u6210\u5206\u5206\u6790<\/span>\n<span class=\"kw\">summary<\/span>(swiss.pca)<\/code><\/pre><\/div>\n<pre><code>## Importance of components:\n## PC1 PC2 PC3 PC4 PC5\n## Standard deviation 1.6228 1.0355 0.9033 0.55928 0.40675\n## Proportion of Variance 0.5267 0.2145 0.1632 0.06256 0.03309\n## Cumulative Proportion 0.5267 0.7411 0.9043 0.96691 1.00000<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">predict<\/span>(swiss.pca,<span class=\"dt\">newdata=<\/span><span class=\"kw\">head<\/span>(swiss,<span class=\"dv\">1<\/span>))<span class=\"co\"># \u8c03\u7528predict\u51fd\u6570\u8f93\u51fa\u539f\u59cbswiss\u6570\u636e\u7684\u7b2c\u4e00\u884c\u6570\u636e\u5728\u4e3b\u6210\u5206\u4e0a\u7684\u6570\u636e\u503c<\/span><\/code><\/pre><\/div>\n<pre><code>## PC1 PC2 PC3 PC4 PC5\n## Courtelary -0.9390479 0.8047122 -0.8118681 1.000307 0.4618643<\/code><\/pre>\n<p>\u2003\u2003\u53ef\u4ee5\u770b\u5230\u524d4\u4e2a\u4e3b\u6210\u5206\u5c31\u80fd\u89e3\u91ca\u6240\u6709\u7279\u5f81\u768496.69%\u3002\u800c\u7528\u4e3b\u6210\u5206\u5206\u6790\u540e\uff0c\u53ef\u4ee5\u5c06swiss\u6570\u636e\u96c6\u7684\u6bcf\u4e00\u884c\u90fd\u7528\u4e3b\u6210\u5206\u8868\u793a\u51fa\u6765\u65b0\u7684\u6570\u636e\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<div id=\"mds\" class=\"section level2\">\n<h2>2.2 MDS\u591a\u7ef4\u5c3a\u5ea6\u5206\u6790<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003MDS\u591a\u7ef4\u5c3a\u5ea6\u5206\u6790\u6cd5\u662f\u4e00\u79cd\u7ef4\u6570\u7f29\u51cf\u65b9\u6cd5\uff0c\u628a\u9ad8\u7ef4\u7684\u6570\u636e\u70b9\u6620\u5c04\u5230\u4e00\u4e2a\u4f4e\u7ef4\u7684\u6d41\u5f62\u4e0a\uff1b\u540c\u65f6\u4e5f\u662f\u4e00\u79cd\u53ef\u89c6\u5316\u65b9\u6cd5\uff0c\u5229\u75282D\u62163D\u7684MDS\u7ed3\u679c\u6295\u5f71\u540e\u7684\u5206\u5e03\u548c\u805a\u96c6\u6765\u7814\u7a76\u6570\u636e\u7684\u6027\u8d28\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">library<\/span>(ggplot2)\n<span class=\"kw\">data<\/span>(swiss)\nswiss.dist <-<span class=\"st\"> <\/span><span class=\"kw\">dist<\/span>(swiss)<span class=\"co\"># \u8ba1\u7b97\u8ddd\u79bb<\/span>\nswiss.mds <-<span class=\"st\"> <\/span><span class=\"kw\">cmdscale<\/span>(swiss.dist,<span class=\"dt\">k=<\/span><span class=\"dv\">2<\/span>,<span class=\"dt\">eig=<\/span>T)<span class=\"co\"># \u9009\u62e9\u4e8c\u7ef4\u7a7a\u95f4\u6700\u5927\u503c\u8fdb\u884c\u8ba1\u91cfMDS\u5206\u6790<\/span>\nswiss.mds<span class=\"op\">$<\/span>eig<span class=\"co\"># \u67e5\u770b\u6240\u6709\u7279\u5f81\u503c<\/span><\/code><\/pre><\/div>\n<pre><code>## [1] 8.839187e+04 2.146623e+04 6.683102e+03 1.041882e+03 6.153710e+02\n## [6] 2.847974e+02 1.718857e-11 1.055757e-11 6.353581e-12 4.313025e-12\n## [11] 3.096859e-12 2.205915e-12 2.081644e-12 2.027854e-12 1.995170e-12\n## [16] 1.768706e-12 1.710028e-12 1.689229e-12 1.368958e-12 1.292917e-12\n## [21] 1.011941e-12 6.688735e-13 6.069093e-13 5.290955e-13 3.429863e-13\n## [26] 1.641147e-13 7.494036e-14 3.532351e-14 -8.270456e-14 -3.319275e-13\n## [31] -4.524524e-13 -5.877947e-13 -9.702069e-13 -1.068181e-12 -1.106508e-12\n## [36] -1.174723e-12 -1.205118e-12 -1.214137e-12 -1.271281e-12 -1.335532e-12\n## [41] -1.514998e-12 -1.558048e-12 -1.789720e-12 -1.978327e-12 -2.077321e-12\n## [46] -2.263560e-12 -4.255388e-12<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\">prop <-<span class=\"st\"> <\/span><span class=\"kw\">sum<\/span>(<span class=\"kw\">abs<\/span>(swiss.mds<span class=\"op\">$<\/span>eig[<span class=\"dv\">1<\/span><span class=\"op\">:<\/span><span class=\"dv\">2<\/span>]))<span class=\"op\">\/<\/span><span class=\"kw\">sum<\/span>(<span class=\"kw\">abs<\/span>(swiss.mds<span class=\"op\">$<\/span>eig))<span class=\"co\"># \u67e5\u770b\u524d\u4e24\u4e2a\u7279\u5f81\u503c\u5728\u6240\u6709\u7279\u5f81\u503c\u4e2d\u7684\u6bd4\u4f8b\uff0c\u68c0\u6d4b\u80fd\u5426\u7528\u4e24\u4e2a\u7ef4\u5ea6\u7684\u8ddd\u79bb\u6765\u8868\u793a\u9ad8\u7ef4\u7a7a\u95f4\u4e2d\u8ddd\u79bb\uff0c\u8fbe\u52300.8\u8f83\u5408\u9002\u3002<\/span>\nprop<\/code><\/pre><\/div>\n<pre><code>## [1] 0.9272036<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\">x =<span class=\"st\"> <\/span>swiss.mds<span class=\"op\">$<\/span>points[,<span class=\"dv\">1<\/span>]\ny =<span class=\"st\"> <\/span>swiss.mds<span class=\"op\">$<\/span>points[,<span class=\"dv\">2<\/span>]\n<span class=\"kw\">ggplot<\/span>(<span class=\"kw\">data.frame<\/span>(x,y),<span class=\"kw\">aes<\/span>(x,y))<span class=\"op\">+<\/span><span class=\"kw\">geom_point<\/span>(<span class=\"dt\">shape=<\/span><span class=\"dv\">16<\/span>,<span class=\"dt\">size=<\/span><span class=\"dv\">3<\/span>,<span class=\"dt\">colour=<\/span><span class=\"st\">'red'<\/span>)<span class=\"op\">+<\/span><span class=\"kw\">geom_text<\/span>(<span class=\"dt\">hjust=<\/span><span class=\"op\">-<\/span><span class=\"fl\">0.1<\/span>,<span class=\"dt\">vjust=<\/span><span class=\"fl\">0.5<\/span>,<span class=\"dt\">alpha=<\/span><span class=\"fl\">0.5<\/span>,<span class=\"kw\">aes<\/span>(<span class=\"dt\">label =<\/span><span class=\"kw\">rownames<\/span>(swiss)))<\/code><\/pre><\/div>\n<p><img decoding=\"async\" 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AAAERDgAQAAIAICPAAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAAREOABAAAgAgI8AAAARECABwAAgAj8f9ayzLShyUBeAAAAAElFTkSuQmCC\" width=\"672\" \/><\/p>\n<p>\u2003\u2003\u6700\u7ec8\u75282D\u53ef\u89c6\u5316\u7ed3\u679c\u8868\u793a\u539f\u59cb\u9ad8\u7ef4\u6570\u636e\u96c6\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<div id=\"svd\" class=\"section level2\">\n<h2>2.3 SVD\u5947\u5f02\u503c\u5206\u89e3\u6cd5<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003SVD\u5947\u5f02\u503c\u5206\u89e3\u6cd5\u901a\u8fc7\u5947\u5f02\u503c\u5206\u89e3\uff0c\u5c06\u4e00\u4e2a\u77e9\u9635\u5206\u89e3\u4e3a\u4e24\u4e2a\u6b63\u4ea4\u77e9\u9635\u548c\u4e00\u4e2a\u5bf9\u89d2\u77e9\u9635\uff0c\u539f\u59cb\u77e9\u9635\u5c31\u7b49\u4e8e\u8fd9\u4e09\u4e2a\u77e9\u9635\u76f8\u4e58\u3002\u6bd4\u5982<span class=\"math inline\">\$m\u00d7n\$<\/span>\u7684\u77e9\u9635A\u7684SVD\u662f\u5c06A\u5206\u89e3\u4e3a\u4e09\u4e2a\u77e9\u9635\u7684\u4e58\u79ef<span class=\"math inline\">\$A=UDV^T\$<\/span>\u3002\u5176\u4e2d\uff0c<span class=\"math inline\">\$U\$<\/span>\u4e3a\u4e00\u4e2a<span class=\"math inline\">\$m\u00d7m\$<\/span>\u7684\u6b63\u4ea4\u77e9\u9635\uff0c<span class=\"math inline\">\$D\$<\/span>\u4e3a\u4e00\u4e2a<span class=\"math inline\">\$m\u00d7n\$<\/span>\u7684\u5bf9\u89d2\u77e9\u9635\uff0c<span class=\"math inline\">\$V\$<\/span>\u4e3a\u4e00\u4e2a<span class=\"math inline\">\$n\u00d7m\$<\/span>\u7684\u6b63\u4ea4\u77e9\u9635\u3002<\/p>\n<p>\u2003\u2003\u63a5\u4e0b\u6765\u4ecb\u7ecd\u4e00\u4e2a\u7528SVD\u8fdb\u884c\u56fe\u50cf\u538b\u7f29\u7684\u4f8b\u5b50\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">library<\/span>(bmp)\n\nrecoverimg <-<span class=\"st\"> <\/span><span class=\"cf\">function<\/span>(img.svd, k)<span class=\"co\"># \u53d6\u524dk\u4e2a\u5947\u5f02\u503c\u6765\u6062\u590d\u539f\u56fe\u7247<\/span>\n{\n u <-<span class=\"st\"> <\/span><span class=\"kw\">as.matrix<\/span>(img.svd<span class=\"op\">$<\/span>u[,<span class=\"dv\">1<\/span><span class=\"op\">:<\/span>k])\n v <-<span class=\"st\"> <\/span><span class=\"kw\">as.matrix<\/span>(img.svd<span class=\"op\">$<\/span>v[,<span class=\"dv\">1<\/span><span class=\"op\">:<\/span>k])\n d <-<span class=\"st\"> <\/span><span class=\"kw\">as.matrix<\/span>(<span class=\"kw\">diag<\/span>(img.svd<span class=\"op\">$<\/span>d)[<span class=\"dv\">1<\/span><span class=\"op\">:<\/span>k,<span class=\"dv\">1<\/span><span class=\"op\">:<\/span>k])\n <span class=\"kw\">image<\/span>(u<span class=\"op\">%*%<\/span>d<span class=\"op\">%*%<\/span><span class=\"kw\">t<\/span>(v))\n}\n\nlenna =<span class=\"st\"> <\/span><span class=\"kw\">read.bmp<\/span>(<span class=\"st\">"lena512.bmp"<\/span>)\nlenna =<span class=\"st\"> <\/span><span class=\"kw\">t<\/span>(lenna)[,<span class=\"kw\">nrow<\/span>(lenna)<span class=\"op\">:<\/span><span class=\"dv\">1<\/span>]\n<span class=\"kw\">image<\/span>(lenna)<\/code><\/pre><\/div>\n<p><img decoding=\"async\" src=\"data:image\/png;base64,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\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\" width=\"672\" \/><\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\">lenna.svd <-<span class=\"st\"> <\/span><span class=\"kw\">svd<\/span>(lenna)<span class=\"co\"># SVD\u5206\u89e3<\/span>\nks =<span class=\"st\"> <\/span><span class=\"kw\">c<\/span>(<span class=\"dv\">3<\/span>, <span class=\"dv\">18<\/span>, <span class=\"dv\">100<\/span>)\n<span class=\"cf\">for<\/span>(i <span class=\"cf\">in<\/span> ks)\n{\n m =<span class=\"st\"> <\/span><span class=\"kw\">recoverimg<\/span>(lenna.svd, i)\n <span class=\"kw\">par<\/span>(m)\n}<\/code><\/pre><\/div>\n<p><img decoding=\"async\" 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Em8Rig3w3GA9uaeBVCgcwEqosR6qbJy5YnykxLnIk3KXLpux0BgxW54280YyZCpglW1dzXWo6SO3DPKtmRrPHqTqdGJCVB5YA4qFoVSEx0EaACeBVAgehNpNLbGReJAePJ5AJT0z6BWJ10tibP5sVmokQoDNd03hEZ7M6DrAXRrz0LXCEZnAzSJUHAiP+NjHyw1IgCta6BCV5yB2kEmXPl8ANpmoAa1Oqlqa+AkmB3tpUL3cNgfVjTcqbi8vtvqjcpvC2kJu3yozgcoWFOfACgzJrFPwlhpdtYMVOu5AvQ0hG5tsUDq5OI5ALXrs3tiHzMBoHvHwp2KKz3eR43gMwLQPEKTqRGKAlW9B9Bv+YomZEwV6DHjxvFZAFV6SoCy9FXevCZAAxFnAyCUK0LiZn1Q3jGRzPH6sxbY\/3+ybPuZAp7LteUpG6zPAaBiUSg0Z8JcKuUKoHk9c4D2OJrn7NYWStNISo6lq9QYQCP50B8B7s\/ZGmtJAbQPho7lt8DLBmsqNZB9jb6w6lNz0IMAZVkUxGcBVAkB9FoMJeEFvfmufzn0OQD0Sqfw7\/2pYW8Mfj8yvRjTwHiB5xINGdoCLxSd5M8jALX7phoIAZR8r9M\/jUfRD3Jo3uzzBQJ0993V78KTAIPODJzLXwugPmg6OQs0fyl6bwy9\/pytdEvQc4mGDG2BF4xOsuEwPiMA7TK0NwfN5kNq\/hmA6M19lfOgzv4uvCcSYtCZzwigPmo6OesqiIWAeiNgD5tOb72ndIvIc\/4QaTOmlsALR+ehuFYjNvrzqCBAAUJZE9l8SFz\/DFH0xQH0Sa5+sjCjbr9FgHZz1lWPI7Nkt36tXhw5fV+94ztpa8bVFnrB4Mwj1Pcw7M+q1Bz0g\/jYh2s6J39mzj5f7Cn8AY2EmAg06vTzAbq91w7HWz8rB3LW1VpBDwuHJJpr\/7r+DDRc3HNfpCFTyeBMRbfjYbN35HAykwkhFOSRbzqVPLnZZwEU6BBA8yGGoo06\/ZkBVDzTbiHASpxOLm\/12RVPkmiANHxio7oDmWH6Dgy2hZQKzegB+ihrvH6P2OlgcA4qnusMA3Tk3L3uwisNA3QkxHAF1OlZgI6IAVTtE+Gu4t7NWYGKTi67mTZFuIn2x7MFaN+FobaQUpE9G58pgI4j1LbfYzqhJCuADmoAoENR6VRDPX4dgFrJCoJdxb2bs\/YfMXlgyCvY4LWugKYGmHIhaAhrJL7Hs0KPt9+pD1GGyvsWrD1lMMjMPD4LoEo5gB4KTKsu6vGTTuGDqdrPys7+XgIH5HU1Itsz1+mEffgEUO+Oct1rjisb5CPhbJkx0ankNJS0L+x0AJ47ENc\/QwC9FCmArk4MRsnEU3js4BAix+DJwu1YbrOMUQYys8dPurFepL0yryezxmHIAKh0nmncnDWOWdA2TahLqftJrQ\/CTgemnQKLl\/\/b\/ocp2o4sgCaiJBtoqLbd5\/PxGU5LFO6p3O6t95OpRf5w8y7TA+yTxAq1AAdSdpgtG6ARhOZMALeHDYcMk+ySRugfP8mah269IHbKETN5ol4AXfRZA\/RAqqbZMQZQXXqgn54ryLmguy3m6bE+ztT+USvX4eNRapX3K+mZyLal1xcE0EUaoVsvmnXG0DmKzwJoPLJGQ9Oq7z32+YS7R6NZOsKJBEBlnplpxyq2j\/JcoWEpb1MYKA31\/EnlO3w0QvExvYp65rHt6PXFBijjaBegKXwWQFOKAhREx0h4ohq3dLj+xU+prTcjjBgDqDiFx10KS+VfAqB4Qtrp+RPLdrlvmFBYwq3do4RxBrwmfegjdIEoQWgzzCg+RwHaEFoA7UTIexmmwSqsGrdkmAvQsZRkqzd7BYkV1F5PpIAuvdcYST43DRlAVVIGEYpjoG+ga8h2ec80gUHCrUHDeCcJnufQth5A13no4ry1aXP+SWeKU+FJGFoAtWNEx3A6QHWwbMnw9ABN8EGkCa7IrlU0wXb3U06XgRYeAegYSZ+IpfMBah3nV9X3mCdckfCWB9BHhLI56J5MNh1PQ2gB1I4QHcPpEBV1kmR46hP4AYDebzBD+71aRRPJlNPHmFa2gHgIoM8Foba7Y8bpjAtsDFlisUbYm1ZVzFNoDvrnTwJz0PcxgFoULYCmlAEoiuF0iFp1zgWol3TWHpAE40XZtoY8UYFdny99jG\/qEYD2aZqw10myHB63TGdMamPACmnZVTFfCYD+edMoQE86jS+A2iGCYngkSmmlJBmeFKAosu1KEkXFUeJop\/WUeuY+CFADozmjnaEnBehhr4k6rT19gLZ7SR5AMe4KoMcUB6gIWxaruSilwULqfCKA2g9g2pUkioaOG8k7lGoZjSA0yNGgNSboZIDurw+9B6F+2Guik9YeBtANoX\/+M0doD6AW7uafxL9kgIKIa65UQUuiNReltFpW64kAbRtBtrWcC9+FV3EeynaQH2yPVSigvAP2zJyP0JA1pqgH0NGwJBW0MYkaxxzluc\/e84EytAD6nCRnoCrqWvyIiG1ROxKnTwPQXrbJ2z523qo4RyX6RzGAesX81BtyAMnLGRDt2YO5IbfHVs+l42FJ7EtGJK0edRCuWhXyDlcIDQG0S8UC6FF1T+FZRiBMHYtUlgwn3oMPAFRs9TJXxTna3z9qEkAPCLKRPmIdh6hvEeYEa59ncqzZCLXMPOAZ3X6voFdBAfSZ6mkAKiPz\/bUACk\/h1\/OzVOaS3t\/LY\/XgzOyzqw4qa3khC5\/7Y9ZdmiKvGsOzHeSh1ROusW+e7IrOAc+g1v2iXhUKoI2h3k2kPEAPwrNuImGfq2g9CNAnm4EaAOVdiYgcAo7FNYL8sCrGRf38G5MP0MbR4ETUH17PQSkPODX27XIzAO0jNHwXPrgOtO7Cp6QBim40qmg9CFAZme9PBijZOAmgy5H0P6pOeARIS7fIVnAFqJXEWQewnOzhs4dR07lykCY9Y2+1jh3VsYt4O6sTmnoQeJ+nUOVbQb8K5iL0MGfNQJ9C6CYS8RqLn2sCdC5CzwFoqwBswvUFbvKnc5T5yxJ5qlMlZAie4wglY+sDNGd5y+WeXfqGQ\/Yd9U2o8q1otwowB2X4FAANcHE2QC9VvGyArm4U3gbRygA6utyOpcLMdaAio04FKJBXX6e9dI7qPAMCj8WPAHQSQuWYAx7ci1qHAAOG0OUGKB3CFK\/YNfrXQJnLvqUMFfi8v38XxicF6EFykspeNkCBD+0oJwHr56\/VBEuh0wDK\/rQfmzaTda5Ea5ISiexMPM4ZAmgEo6ygD1F0nmGp48HIAYYBcUz3DKdNbXnGexIDVN7rS+dww0nN\/Je+PKZSeFK5lCiAjkovpAchYsU4CVgXmWYMsXyYD1DUXQOgODO7iT8k0qBuJZFcCBaGEgDtzkRpofhE1DdJ123xYgkD2mbTpvYBGq78cN+Akwg+FUBD1JsAz3qhsu1gK3hZwLrI7GXVUt8TAtTOUT\/vR8SGrtvIZpibbSTtzgEoYKi5OtQzStdt8WJTDCcLjHumW3XmWMtxreL18ue0s\/IgM5kKoCB4UPCKgLWz126CVf1EAPVT2S88rHMA2juNDwK0g1B8AmlCVLs7Ynflhph3Bw3oxeja82GXHJiDBnzJvgu\/2HEF6On4LIBe1AWoFeEq473c7eTTUuNbqRgW41rb8tGGB3mWdCvDedp1QgKgLkMjABUUxRHlWX7It8MG9KL0sEarDiYUWyqzZtFV8IkB+vZtAZTIjm8Vrjlvs8ov9Sl8vkSAjuZoMO3mANQ8q49OREVgGbYf8m7MjKqMF6WzPTJ2lKhA1EXst56\/PxE+C6D2KReI1qDH7fhhjr8eQEW+9YZ5onQrY0kacwOD2jUAyiAKu9t1Qc67USv27r8d9YJTef4I72BhtHX90hXwiRF6ab8Aqr1jzD9DPvdCgFSOATqVo2wgKG\/BUB3unYPXdHai1NtWFSKALlDr4HMiQP2ZKELoAe\/GrOiXUW+wO6wsQHuJg631dj177wI0fIc+B883a9oWQF030Wjtez0WCbv7kcbyycoymG9iKmilpbKGi8JRHcrVXkJ2wTkE0OXCaJChun+GdbOuDdswaOVpzpgLUGCplisBNO7AmwvQ1ocCqHYUBGjE6zcBUJWDOCnBETEiJnUoV\/speQ5CyWubxJ9oGqpAYtg359qEDQNWnuqODED9tFEGIpkS4uIxfOILnwSf7969bICCCEIhDSLrJgC69F3kG8pBkJThvRN0MF\/ttAzjMz0HtdFqzkV5OAALZx07zX4dZ3gx7TsgXNADaBuxgmeQjGP47MJzydWXDFArhGCsxvzeYWir\/noAFdmG8m\/bY\/ENFvfEGrDaIwrkWVLN9tcGKCYpDAdtshGHHrFfyB\/doD6uEEAlOY+fl9vkNPCJErUAygLJjtW+z58RQC1Q2jnoawSg0IpIx5LPqiIL0DMgaoM0GHq+jw\/aELpM1\/bEAL10Ckw8T4Kn9\/1jlKbv379UgIJQ8iM1ElRdhLZ2bgqgyeLXBeg9vMSH8Nm7fX4Ek3\/Er6w0EaqCb+Q0\/pANDZfp2hIAHfemhU+WLU+IT5ykl\/69SIDiYPIjtR9SXXwWQOGb78ZSjpnUSsgUQI8gVAKUIxQxVASfD9DHuFARMm5Dz1+6viBAZ3jzXv22AHyew06ETy89V9u9QIBarvd4dHMzULRq\/TMEqFXFNQGq4TkEUNNy704GKHRUd8JgVSrckOyYrG8dfO97xVfCJ7LSzQL0u9\/+87+nD7rzgsnnUS+gnhlAdY6pIUZQSI7C++CdCMuGswFqV4EA2tc8fCqM2gD1nuDY1EnjpA0tby1VozpDABWn8HaxRDdT+Fz3j5A2MPeE+Lw5gP7m9etfXf77h7+9+6Qv\/lfycAegPo8OzUBFWyojrgfQwKp5IK+4WgNjmZPYEFQyll52FdcCqI9Pax4qwsJy0C4rSEYtiFtsNdue2R\/5sqoFxUfUekYAGqLgAED77JR5SaxzUwD91y8v2PzL\/\/j4u8d\/LP\/OaA5Ac\/h80mVMilXePlt28dQMlFucVjKUX04ltwpQ6EQ7SLD9+thC3mJ1+86xp5aTlqSRntn4\/Pprj4mjAA3jc+3qLQH01ys1\/+pPP\/w0+3z16q8v\/07VIAHaC12d\/Fv8vCyA2vqMAJrHZxKgowi1w8QeesJ8ohUdHaCC2S8gQX3bOhUG6MgMNHHZUxhm7e4NAfT3n6ad3\/vpLz6dvP+Pu7u\/uWy5EPXvM1XcYVdZSU+txqLndgEaeHIzJWs1NuwJsvvBLDMqugJAe+xEAG0IFbHhGS4FUBl1Bku1qzZSsRi0XdRn9BBjlRm2biH2CYCqy5h5gAZSUcXbDQH0Z8sZ+3c\/3ieeP0tOQe+Aq6ywFXYT0TMCUNLWtQDqz0EnQPSlzUB3Jh4CqI1QYDovTMTQZdzp33CDVftU7y1Yq+M9R4Id5O\/t+ZQM3ILh119PAKiNz14utV7fDkAv4Hycbv7u0\/n7Py7bPk1KU1dB76z062PIip\/nDVCPbmBfVoY5rZ4Yxn+fR2i\/iixAk\/PP4ET0ugDVcRcBaEMo44gIE2RdD5Lp+acOn6UfYYDmT+ENeIZyqfX7dgD6px\/e\/cW\/sH+wf4Z0hzkQA5EVPzcG0JnXQXUumvZsBxgVsRpRfu3\/rxuFGZxDaJiXcBOGJyjcGOpFh5AdJmz4kRCEwOIAJTghrsPWtQGalAqeNlAbh\/4MdHT2Gcoj0vMCqJHw2oBW\/NwqQLEtVJx0C8wAqKpRZxjYII5iatY\/HaDL5uAM9Nt9Eiriw7bd1QG6IUW6zkgAYP2cQOh08TkRoF72eVH6qNsB6KdT+OXM\/dN5+\/ApPDBGGENW\/NwYQDuxoSKlsxuVCPbEqpH92XphJx5MypMAanJ1FkCB9exAYQaIBSHC1trKQh2N0PfIzrMACgNHzD\/nP4CEz96DIcuscDsAbXeMPv13uQn\/eBs+dxMplOtG8uPomQvQUHcSggFg7cer09mfMJQCRrViMSE7+WBiEvtPAeiKw+QMNHQSv3+lF1vPCxVigG4Q+h9RJF+33NnC3GfZ9\/DzRmrcCqCIod460BGAhgJWRdkNAfR3n8D537766p\/u7r6\/z0WTy5iYMZIYsuPnxgDanpPvAVQw834coKMzUNKwnX5wTw6giRmmvR9yFNcH5qC29UIz0EAQCtQxcxsA5e2Y9\/sPIFRFTXD2CW8iTcGnH5wyxm4IoI9Tz8fHj\/6\/T+D8wevXP0k\/inRHvGVfbtqcKNIfZ+fzBqgdDgqgPJr3gBEcAxGlarZ7oUurGuHGQwCd8FG5LhG3uWkKoIShxJA4KM8BaDP4pRUFGd2Secd\/jKE6avoTTwugiWugGqD9fLHuo90SQL\/7p0d+fpp9bs8k5W4hNYDauLFoJgz4kgC6Z5pVQNVs9QKVjuh+4BlBDFCLpucBtM1NMUDFQ0nQgl6oNLuKsfZi8V7N\/RRzsgA9snKJrEYde+\/nG+hOJJcAACAASURBVKlQYZB3ZgQaAXZLAP348bf\/+\/v\/5UeXOef\/XR6G\/0HuUfiPdz3cWDxTRjwJoNe+CipiBKML\/tG2edWLfui0SSiZnQmA9ugZA6go7Bc5HaAWQiG\/1lYAZmRLwhFH8Hlo\/tkDaLAwnCiFoq6N+rYAuuu73\/zvVz9Nv88uC1AWPVbg3CBAW8iKUOkiDGwz69a9kGkT1f25M9DZAA1IAVQgVNjwOgD156D2q0tQ9RGeinh5q\/A5Pv\/0jlTzTytXQsF1qwAdUwegnTj1z19SAL3eh409qWlFAmp+vbgXo230c1EmrfAAOmtPAdS8\/T4DoepDH9iUSYBihCJ+Le0sAP2aXlskoGGetGCyvezuXgAUdkANkeEzSE77IxzdI8bxWQC1ZQFNGPVzAyjMqUOCvRhtw8Um9Ql2jg\/Pc74lN4hQ8HYRC6LEtGzUQYCqBhhAN4xKgBpPdnIHeLyRE+3MynlCv2kAtTLFizKmAqgOTf+nHpqxAKqqBr0Ya8Ojpg7t5AKma9ESXgDwEMo8gqJUhaUatR+N+BReAPQbejueeRNDpUcdHWdiZFMAah9uXf+MxRsyZwFUh+ZsgD7hVdAkoMJQC9QMepFrA\/TPkzJ6n55Xxye6iIoYCjinolSFpRh8Lxbl1VYPoPBiKLJ9zzW46TA+FUAHZ5\/GG1P8eMPmvG2A+s\/C32lhzNBPdhVAfVnVq7ZAsXgrsHe+hMkD+LweQv21oXgi2jtzUWGZjEUM0CayylIxB3uGVW64hjXNMnAWQL2DDYAG4w2b86UCdGGmdqGJNGbdMDntVBBNWI+UHRQkko2oANDCrdnB2Wti4J679kkOoGeyFC8MtQAqpo4iauYDlIS\/RR9Gnb1ZZPuea1DToVcvKWJifMZmoMiGIBv8AFv1OQNU6077LCIRqTMBunlzLkC9Ny4dAmivWVEUt+Q10OVkNL5vF6BgFqrj5poANeeg+snOnmt0w\/uIQpNIUWhsBjqCT2zfDx9uG6Af\/\/Or1FrQO+6yAigZ1KWXGGpbNYFm2VHPH6CMYk8GUPjBehY7Om7Gryw1gzGnAoCyhyXJJBQ0fC2AWlPOIECPzD8\/U4AmdcdC8HMGaHthCEAUYtbSS4S0pZpwsyE6Bor4AsVZWCNQ9magyx8arR4aRwHqvatecZRR5zBABUIJxQBA7UWhuGEPPahZmo3DAN23e\/SUAAUh60UcxueLA2genlcBKPhhPKQWohBQiFk+QBMNw1Z1gAaKQNkHjAMUo2sSQDE+e480aYDu3HlGABVXD3z8qBRgc5nAJHLG9HMqQF\/gDLQAqjFEIhwhLd1wkIvhgv5RKMItFGJSGgqScRyh\/lF4DopnoMnHjJkx3+0o8wFKVtWrjNBVA\/wQB+5tzgOoB08FUBSwfuB9PgD97qvfvH79+p+\/Sr5H5FFPBVD7ZsDi0TMAagMKIcgAaLcl\/1UMXnAmitpHoQi3UZgC6PKUkk3SIEDtGWgAvhtC2+AtTwdyfRJAjZP4AHyIA7cWET57awEOApTlWDjwIDsfdWMA\/e1PyJqkH\/wye\/ggQC8GZ1aeBFAWANcDaGIG6nJTdbjXLFOiqHeUjvHbAWjg8AWgD\/u9JMvTfrZjhJL6tnDUAN0hOgxQ4UCBzyAIfXSmAIoD1uv1ZwLQP\/ytWNb5vX\/MVXAAoCMrRp4LQL2XhpAIAYCy8DkBoGMItYra+PQB6nF1CkAzCIV7BEIDAA1F6GZOG6AAod9QBHV9ZTlwB2h4Jnlo7inw+XIB+rvHl4B+\/9Wiv358uXLqix7PDaAkhERbEwBqbU+cwoujW9+AcWQ0ClRbuZQGKDtURLgNQh+gFkMnAbRDUfu7yEvlDaCLg4BHkdkSAdlcqnBkPxjP8sFrQG3qADSPzzRAu7aL4PMWAfqnH34C5j+QDf\/2ZfaV9M8ToJhHpgJFnh6gAQgSgwwAVAW3omJwltkBaASIQYh2J6MmQlsQIcd6huuF5DhANT4J6f1Wt3thYQoeBGgrCMM1EG3eeG4IoL9WuLwg9W8yVWQAqow+D6Dkbuo5ALWUAqjdsNXhJD0ZEMcASiysJ5z9i56iKDvAQqBCYRifIwhto9jCyAMofj6d2UgFpQAooc6KUOPddiRusG2FV7ZN9xCgCnro7tUYQDk9ndfrW\/IT+3YA+t2P9Sc4f5f8qtwzmYEeAWiIsZbs6V4EoLwPsMOZwJRIfL\/hvVOEFtL43MnXoyeCZB6gKXyOAZQglC0Dwk71kj8NUI2ixeFdfJq6jwAUL0EdmX4exWc3sW8HoOi59\/Sz8JMAOroSFANUILRRyobXED11rombMPA9jWYfIELHAUowySyFHgD1AAphGMRnAKAChUl8jp\/ErwgVC9GRU7387wGUkQfBaMPnpRlu99gzCY8d2N5\/bwMwDNAOPiFALVvl4VkATeDzRIDaPLLgNURPlG9sNGGAtn4Y+DwAT6i2D8S4laweN6cAdEwHZqDbgtADAAVBuVZmA3R\/8dFbA5+WBaEVH5slAIUQxAtQ0wAlBRFA\/VgMJvbtAPTTKfwXctXSlU7hSaAmzTsKUAuT674jAF0Hsr+SjPTxRICGfvcNgHpwcBFpzoc6gBzDZ+SosRnot3RNvXSQaaNwSL7bgOYh6DFOl\/bETxcwhNy3D+bD5Szen4FOOoHH+AwBNJHYtwPQjz9TtLxcFv2rTBUdgAownApQ8hEtn9sCWqPU1CIzia2PAXySvaKfPiH7AM3A08NnT2uKjyASUpPcyg8dMYLPrSX8PqPej0wQoAu8JID2GF3bIvj0DQNHHAAo\/rRdCp8S\/CBKj7PzUTcE0N9\/+YmgvyIb\/vCJn2pS6ioG0N4HEKcAdK3aBug8UlKxQFKfs+lOPEXmsn6KHN5HHQJoGJ\/MrB1WwkJZRJqAwGzuahSg23omyj1ud+suPApXavV38BQe44fgMzbex2H8edXjgB4e+gDFKByffWpbTcHnTQH0so7pEzFf\/fT1Rb9YVtKnVjH5r7NrTIAAFWbPWVlR4gkBKmYSpI+MjUzLHhJ9uIgCKP4KZBae8IUh\/dknLpwGJRZuMoiTJDdZo2wOav7KUIPhcBUAVZ\/0IPQhDqY33kN2Yvi86NsFoCEMAoD2irv471+lz6X1RbcE0I\/\/+qV4lPOLv8tV4L5Que27JkBtTaAlUKt7T4bWR3v+CZLV288spDEZ5SYvLkyawudMgB57Bd4wPLfGm00D+Fzekj0OUIHP+zQ+ewCNg3AMn+ajRy8UoB+\/+zlF6Bc\/yr6RKQZQY888gMKW5JbDrIQSACWoSQKUMZRtWu0kxq4y3eKldVdEmPS5A9RA4SF8tuc6gQUtJFiUgABl60BbEG7VE0MGbbWOyQBoFp9pgOr07Vkql9YX3RZAP+m7377++atXr370+pcD77N7vgA1tgwosoTzPT0Za330TuBtgKpNGKBqBmrVGsLnlsj+YzCq+DBAFSZDAN0edNdIOQhQNQdN4NMGKJmDLvhp\/mX4hKDE3T0E0ORlT3Acwuek1UtNNwfQQ+oC1EPrAYD2XscdBOiEaSkDKIMNWVMtjvH4FgaoiuCDAGXwDwM0jkwNLoJJjE8AUEbFg6fvWz+aVc8A6AqpDZ+t8mZDBUhzsr3u\/zPXtxtAEyAM45MVR\/gMGiehFwlQTStfswEK3igbAugELTUzgH7YnxJci4hjkgBdq98vwB0AqBfXDJTtD4jP6wBUkEOQcQI+W0+2iBrBpwdQ8gYIFvHNggCQdtf19HMHaJqeuS8lsSxKGimX2AXQFw3QNSWXHmYBuu0V10AbQJkAFeP4jFicAHT+FdAAQBFWOGCOkZP2ZIuoMEDZb5kKSBJ85M4LuxkYGKTq6ihAE+fuoCjBJ4vfGD2j0db0cgGaQCjxQ9rAqwQyQPNyy2x07k2uhNsSggEUd8Ckpy6y\/ltFJKAijmvrdnJQ3vVPBVB7z7J3FkBB5SPwbD3ZIyrDA2ZJ6hOZDYsPSWExwt7vANvI8LmuA337NgXQFGvfwKWfKWtl4u0lA1RwxQeoSP+wgZsaH54HQPcbAnoG6nUB45PvCQL0lIAW80+DcoiACqNtiyriH3dohnkOQtcIFOHo\/RgKeI4CVMw\/AwBN4BMBVMTuaMyF460AqglzxpNI4Ds0VwfoXvMK0JaQ+3NIh7qwjA2FrHVeHovijL23bGd\/MNRZ8CSU8MpDonr4nErPnaGBWBO2ZHFL\/cIcSOHpTN7tIdr4XAF6f28DNHH6DgqjjB37yQ7HWwHUh83ZAE08CX9MrOb7\/QqoB9BsP6YBNG\/dJh+PfYAG1Dv1z8MzcHFW1JZG6IN6JGn3S3NeKwvGHJaHz\/VZ+AKow6jZFc7UnXX62SNOc8d4ihOUkOrB65RPm4Hut5DuAUCXjqG+sAoizeiwhQC14hvbL\/K9iIerADTIFQjQsapajX5NOtp82yq\/YCsm4LmPfAig8IpmHqAkCk\/GZwG0h5scQFUc65A2Adr4NgGgxrUtClB2PXC\/AtqZfk4A6PI+ZKVuAAPLqk0h4IXIGFKSK1MrM+tj0ebDgfhGPFdxqF9XAmhq\/qkT8Tg7H\/UCAfpIighHBUS6AGUhrLIdAxSwasL0U+FJ7H3Y558eQA83LwCK+wYQGgpdyouHADzVx+ZSQg0chl26KjQHFX+KePMJwbaS40G3ApcktvLXOIUHBe0JD07FAmhaOYCydxeLLLczegygvNFJM1CI0HW2cRWAkpfJw7evWQANxbHLNodSwcKxyqKaUl\/v0upjPT1GMPvZ0au6FGjaB+hy9IckQK2CvRkoiSgcPlPw+UIBqidlQST4lhYhiB32\/AC69q4VijXvWRAB1O8diuReOI9Sb+Q4oyoEEgcvA\/Vpgjkce6zHwUOLW68fpABqvtvNb9FtpL3bH3yACi7axSJXQDtMLICmlZ2BypzvWZqFIHbXswQooJxf\/dpEv\/E2alCgGdMCKHmpqGPugNiTNOGjsNhL6AHDTLJFqg5haQigyGz2nShrdYHfQ9VTgc8sQD18+gAlAebR7zA+Xy5Ax3jkm1uEIPgEYhegE86fFcXUHgbQ9nq0EwEKZ6Dg9\/8kgCaKBhRjiMRauGq7iSMA1Ubr9S89TNRTTs\/HTj9cvsrZA6hPTguhowB9WM52CqB9xdeBYiR4AIVhqJzlAnTKBUhFMbXnMEDDTY8DlNjYNnqQS4miAS1Gs9jhf6OyW\/XehIOlyDVQS2wYdh+jqOz081SAHroCOk0F0DAS0vTk8ewDdPaTSBZA23q\/JwNoDJ8P+wx0zO7CBV0HhWrqEabtS9YWrL53FZKOxxBoId5+VH+EWtp6OAegCp8F0DN0EkC9VCDFQgCdtJC+M\/80ADoFoe+hxO4uPoXZjgDUv09\/YHaKCTZHeWytBxqJblc+p\/VdNj4ZQC+YRNc7gwCF+EQhdoSOARVAw0g4GaAAqEcpBrcjgO4PpRxokDRsiBRIAFS\/ii1meeaCkINUsVALc59tElUHiBkBqFcr3jP+DL+NTwLQhsnEJU9\/6ikAakXMbBVAA2g4AlAS0iGAzpyBwu3tUecteR6OzUAZID18sv3XBGhvBqpF9gRbOE9dgKr1rT37hAA6Lm\/+yQAavt9uA9TC57XmnwXQBCGsFO+mwFawAdRD6OkAbV0mc4KxGahPS18pgD7sDBWbAwDqlUVZQfYEWjhXeYD6c26vIr+9KQB9TIEjAO3gswB6pgYAauS8yjZHW8H10KsA1B5O6zIEaIah1wSooQCAQmUT9V1bXXz233Laqw3t793xzwB0b+UxCQBAxxDaxWcBdLJOAGggaLeiIYCioJgo8X2b1r19ciwRCojae6r9MEDR29eggpb3y1vVRv07TQYCOwA1UBioAh5zPkC3TygfPIEHeaLDK4nDvAqgHcGc76Wk1Fb46Weg5GWPEYBqni5bj9Ezgs+YErZ3y8Nq4\/49IsIwE4Ae8Nju7sE9gGoMHgUoaWUNNAHQFD4VQFGyjkTSqAqgHb1UgJJPFAObnAzQ0LPwYesH1nrCijMtjCsC0EAlXvUJgM6fgZI2LvZ8jCdCzokA7WTqOSqAdnVtgOa\/\/57g7fItuZYprXMMoErKIhqgkXd+hvE5cw7aO9DeH\/fvEQGGza4+AVCEwSMIJW0sYbYCNEzOrz8pBFAQYOEgOqACKMEQ3n5NgPo9sfodBuj2Mc4P9M7t3rMoQjEV7YMnAdTPiHUo1Nwdcd\/ovXH\/PmMlAapnoAMIRfPPzYVZgAbnnzC8gnFwSAVQgiGbO4cAuhW93ym1gw8BNKcUQMXLJFr3kgA9cAo\/jk8\/J8RLXITtD4i58RjNnkBJgCIIjqypt65\/XkLscgV0BJ4F0CfX0wA0PQPN6XkANDwDvS5Al0X0h1KEOfEIy55EEwCaxyf9INRjtZsDHwNpu4V0AJ8F0KdRB6AWiD47gLLk2Xs2BFBiljn0HAQo8Yjyy4EE2epif9yMIqzDxf0ZaCvfb+9x++bABtCZ808zwg66PaQCKMNQFqDBON6KPw+Aiujee+YwUFRzGKA+TVGkpnMC2H9QrIo8xU4XhKHYEwAo2+oBNNYXhM9DALUWgBq\/zwedHlQBlGHoBQBUxffes7MBqosaJMWxer2s8BTG2vU0H6B4LWcfn6rNxy0Un2\/Ji0SOAZTm5lPhswAqMPTiAWpjUNlDB20PoVbBIECfi3qeDgbFLBlEjLCTApFtG5t9qh5d\/ng0GYv6YwBlufLU+CyABkH0nAG61BUqFgJoH6EvHKBE0NPBoJgim4oZeKqajgH0A13d+sDf1z0MUHj6boXQ9SKgAEogdDJACTv29p7fDNTAoLDGIYDaYA3H\/\/OALvSzV2K2bC4+\/v+ZAA2N9HGPiPnjz2928FkAPUuHAEoclU2PhzWOnh6g4BIV7dveQwBDaY1RgNpg9eKf7VNHPDFAH8zFUjkeJuWRscfOIYDygA6M9nHr\/lXWdQXT4PTTXLsUDoX5oVIADYHoEEC59045hQ8qCNDlQ8PrgFMA9SGqC4DDcYSLfeMAnU1aHyh7iRPkkzEE0AZFsW0UoGD52OryLeIPvD8kiM\/Ip+DHfI1UAG3yEfayALpjNA9QG6FhgOoI9wCaoOLc5LmoB5TTANqjYugUHuiRmT5AIxZpBc\/GZ3r+OZehBdAmxjHFsgMAPfkUPqEFoCQpWueuB9AAPXl4B4sFNDVzHkUcHPuc2yz18BkqZgHUWMIkwrlnkw9XAWguJoZDx1QBtOm0GejzA+gfxVdqfEoBgKJXL+oDIEJjAA0qE+pjR\/XUB8rDGQy9FYCu8bDjcwiesaWfAd\/O938BtKn5CNIMA\/Q5vEwkrLdvLwBledG6Z4CwddgCaPIqqJ6QHlM4zseOCmn8QaeTABrmbACf9IOaIYCKyF\/jYQpASSLaAeRbfL7\/C6CCMe0fIYAGw5167zkAlOWajiwRk2mA3psMvX+aGejYUUFZQDn8QZJnCtDwmBYj3B8HKEmO7i+w37v5\/i+ACsa8S81AUwA9cSF9X4\/VC4CSzrFRGTAktnjeAPUGYx+VUGjS2W\/rFICGC6YAGsQnAOgaOiMA9eafuYg4TwVQgZl3LxOgQiwmCQA3W4wBlO2JU9KR3XM0EPuo+Yq0NR+g4YKDADUHi0a17BnGJwBoZ\/b5FGuBC6AEMd230itHjQMU4fMsgLbqAUBxWLCwBADtRXIAoBMQ6vdcDqN35FxFWjoA0P733UfwmQcosCnDJwKo+EaHy84VnyzscgFxzIXdQgXQkG4boBdlAUpyYxJAyZ52f+qocNSPHMpO+rtpE5HVw11z8XnK\/FPdbfSsDE2wRjuZf\/oAfSMlAJoJBtGXtPMKoEIFULYO1AYojaHJAJ0GTxDfndJjU99E2oHOeCVmA3TsdXYeQFm1ATMrE7zfon0D6NfqK3E9iAYBGnDHmB99FUBD+owA6s1AWXcVdw4CVD2JFOOXK50khgJd7rWDGvQEe4jMPQ2fpwLUNjIzqTDA+gblcYCSvFCuS7pixIHdQgVQgpjP8xooqR7MQBlCMUDFF+P7AIX0fD\/pGqjsW7DtCEBZuuGMEn\/72WdUQzWTnoCj8wFqGxs4aA2Y\/RX0X2+6Jj5HFWqpACowg\/daAB3\/JtJ1AKqq92agors4URZreHfhu9gKoEyBTVjdKBiA5\/JtZ7MdPlnZ\/u++tWp3wexYJ03PAOioJDi3IFH4DP0stUBns88+QPG3j0QTHaseVdiPBdCQDgFUOOUJASqeRGIAVR0WqdDwKYwC86bZC6WXn3ZW2LJtsMnOR\/G2\/kda7XapW4iNz0vVNEDnMpTgUs88v9XR61+dESZYQ1ABtHcKTyi6ZAVpI0HBAwpFweU\/BdCQrgXQ2QidClBsFBMd78mfuEAEoqGQDgGUdhtV4TVgNWsOiY\/OS1WfjmTTWQB18QmeovMByki7huBEgArTDeIxomAMFEADUmkeSgSGJ+KSKwCUPZF6CeD1PTgLQP\/8ZwJQ3GvACgugK7h4UYdGYXQyc\/sFQuDcu42r8KoGzYSdIYfpx42PO1z4CFEbM8GL61rUer8P4gYSMVsLQABQcp3TQ6iNT5BfWcEkldnaUwHUjXwj2UfchSJrYdsZAF3r2sJ31XINtAPQrbNszB5AmYW6ZBwAKLE7qg6sE\/DdanWrRwoybvELSB\/Zlv7UA4VpHJxcWj964xDVFz7Zz6hhVs+N7YhmmgWIAYCyOaoNUJ99IRmRj3LW0qVbBVCPCHaMZN3FjE4Ydw5CdXInAEo\/QyuzguUSsJFtLl2Pa2FdhRHAiHDCFsDL3ZpEleTfS33MrFrCnzZABzA4F6AMnwwlBIRAdmqsR7HgE3xUy+VtgL7bzbdZ7OE4QO2fITd5Qci8MIB6gLKTCCRz1mPM7oxxkwDKjiQ1sSb6p\/Cku2LcmlK7cTrWUgawJ3ukFAxb2Zm9U1ay41djm5dlg2ZWaCCX7VaE7lfw3sHTlwAGxQ3xMD7VUV2AblUL\/9uGsFOj\/dCwHxl4gVPvBwBtjSgEZpNQVRBGqPmCnZcIUO\/b75ZUlOScJcxOGAcA6iPU2qsASv7ZRG4iXXJGZKAFUHEdTJksBFBxH8IDqGVzRc7Wie0fnuFIt1Gdyx7\/SOIv7+odm4PqU3iQveDj7OCejoPPw1dBL\/8QThLRo6xo4ZOtnZ8J0HM+JhAEqLUC9kUCVAeEB0+AhayzJgHUKxA4al9I36Yca1Lu2Uk6zH730XXG3TC2pbzb6PpQZqW9D9ITKpe33lgmEMXZBBfXqaxH7ocQOPTxSW4iidwNzQzh1ck5CGXHLL4XP5MoJA0vE6c2s8GLGy4+N4C2QkcAiqOQKAlQjNCXC1BGnAA\/acykHPngAZRmWxehYwAlE9Ltu\/AMoCynSIcFQEVy2eZBACVv1zXSDl0DBU0kRm0J9dwwp\/BKOzsncADzKuYiffpp4874trCA3gSAImqAc3Yda318kvtrEKCryczfH2rM\/R12+byzIg0UDQNUVvzSAdqCI4jP3ZMJRzKja4BuCNUYBanP9okSAYBe\/u\/+nk07bHyeAVArslVKrn\/blAv82gArGN5me8GvWRSgCp9tXCpVLa5dE6AqQsHPE\/sl6MBzv2HP8GnT1GPnG3YHfiJAD18HECO+VYD+529e\/\/I\/0kcZM9CnACgLsxBAk8ggxchxl77b+cu6awOUPcqpjGNdA\/UiW1SgCbebzcJcxCBvwXchBECt6gkClj9g0u9fn2A2WUbehZ3ak7iJFEIom2Qx7wB8EpsoH2P3Lca0iRkEKPsZYm2Ocg4pm8NG9bcF0N\/+97\/4l0\/\/+e7nX95d9L1\/SB7\/jADKwmweQFn16sjlJJ4lm1jGQrorTj4x24BxMgA1mclEXGRZBJ5y4z0jAGWJbwO0tUct8jjqPujCKMwjVBTSblhcAL4E9q531g5MGWFnd\/5JPBWAHhsZDDStbA4bOX1LAP3uJ3d3F4B+9+O7Tf8tNws1biL56asI8cQAtemJAcpqvYyBIJTdqCAhSOAmxtA3z\/pPtp28kkNQ08lEfldc7zaJCRDaBSgwNmmhB1Byzqluuz9EFsvnJ5RjACW+FEFNAMpWvwLyCIAq083CZxCg+teBJd15GL0xgD5y8xNAH\/\/7xatXry7T0L9KVXEn2HKDAHXxua\/4RgC9tAEA+ufHdaF0Bmq8jO1eDEPdImdctMy23zHClVhQUwXsB2IZ6gBNUVvqkjJbCOYDtG3H+OzPP\/F0cgChdjHpR+UdBVCyzwpo4KlmLWaaNEDfiR6EAZpG6CGI3hRAf\/eJl\/\/Pfyz\/\/ZvLhu\/+zyeQ\/mOmCvQkkgdMqXGDewDd4BYAaAeffYAuV0EftguhDKAk+myAgueNrD9lihoAhffbwwCVmBSJ2gdos25rJglQshVSpws5hUFyVBqhH9he42XyzMTa5sxvTjgTgK6WJbYaASj9IUJPjIGeIBPojp5H0RsC6M9Wbv5sn3f+LDkFdQFqp6pYNjxiZw+gONVVR0cByp67X9bVPCwAXc7dgwC9Z0Og9mB\/KhRKwyUAqv4pC0iAolQFANVSe2yAbi2JnH8rzjl3w6EU9ySOGgMoAso9daGZAMxrXjjLUBZOsOHpA5T9xvU451lQRu45CL0dgP7ph8t0c\/vvRb\/\/8u4vM1dBYwC1o2rc1hCgbqL3UNkbCquCTb+6AIVBpfEJT+EV6aTheneMgN6ZAFVYGwGo3gORsKY4A+h8fPYByu7MB2vTLycEUSP82MaharPxyRCZxGczpXXxdRSgygAzIXpTAH28Bb\/996P4d0QaoCol8VbNgaRY9F4FoBYjFED1TSQQUDT3eK5ZhFMpyRM4o3fbenQ1QGHBEEDx\/Xby8TII0JblghSkRjLQxWgXcx4GqLE4dMdohCHa\/iJqBEbIKEC15Nzd+tkyuGkDVOAzSLgEQLEtXiBAv\/vxTIC2i15qK0LTVIB2Er1HSzwUA6Dk\/SIrQEUygmVMbZge+0guCeAlAeoh+F17ai3QIwAAIABJREFU\/pIPT\/0EZQCqENn2qfICoA0bzFH7MB+NlgcnB0AAoPYjnhgX1GPEkuhaJxwI2Wfjs9kp+M5PeiGEv3wJfiVFJVYeoMg0o2l9SwC93Hz\/+8s\/frafwv\/u7vgpfAZN5wGUJPcgPd2+r\/\/cft8fKEDZNTWv74htFkAhD+16uJkhQDk73ykbEtj1AAr4SCZAnVWge+PNTyg2juEzCFD784ACDcpj0ivA6WogrWJwFd8goolP8Vb65ihwGQQxjnU5TU7LSp\/3DPTjr5dVoJcLn+udowtT\/yZTxbMBqEpLNjs6DFB1PULsfdhO4dVNCa\/vBt7ei3ZsgOIETgCUDEKhzQKojVCvoHVv31gAJzPwKD7tlU82QJm\/LOu3SyEAG6QSOJR1z+YIZpgcQNWnPRhAVYZpvgGA4rwz7WukZzq1bwign87X7773q4+PJF2WMf3TjGVMQSKxPMlaOQzQ0f6p7qq+sw0PxvOcOMSCAMUmAwnsV9ADqE1AD6Caox5pFXYxQDE8Hx6mnsAHAQqCbA0EYkZi\/zBAGaCWyokbDELmANqsv\/UwlE6of1y2fc30jCQ3K3JDAP34u8vK+f\/y06+++j+fSPqjX\/zky7vkBLT3XXgbYYcBCt60GALoGFMZlQBA7+k7RViKfuCnkKTnFhDJ9JG0l1hfa5sbANRmoA9WUgBdLF3SOARQMToQEEfoiQHKXOThExuVzfDvtUi\/SbCS8ZAgZm6w8EkBivYCgNrzTyuZhL1BKc\/CMDkhR5d\/WntvCaCXk3ehHD8j34XHDBWR13Uw\/GJgHqA20XsSABX77tvjSDw3vcemAwBl28IAhRC19uFpJN4KAbpskAAFDAY1vlWr8BWAhFHJu5IPC5wxkHMGG58tAmiXuwDtRa\/1Rj8BUMHNWQAVqYapCHwiQ5sNLqN25E0BtL1FZFX+ZSIWb1i2wGzG5iNeMlataC\/1biKpTlmdDioIULgs5sHDJ2gHAFTvJYbscVQpB9A9OxlALdkAbRsAQHGqbrYMLdXsFqF1Ynx65hNdxouEbPpssUtc5AOUmFRMOxlAWfm2FGwUoNdFaDvutgD6Sf\/5i1f\/\/fuf9F\/+508HXmcXykoYgMRw+TM25qUlDLsAdfqTF6trzSPSdwZQ8NazHjublbyCGKECpFbvpU0cidxlAPXw2ZJYBQP7MwRQY0JvRUYghKzZp\/EuZPwuOg+g1hKhJQZYA8zOQXwygKryq6X3wMxJ5pldAuflQxKg5LibA+ghIYDqDIRguC5AfaDnr4wKgL5ry0Hpe0XULPRhTx7MxKVGso58FKBqdbfsu+UrbieG0EMAZRdVAEDJnWwRBppw3bDohlCrT1X+sL\/K04rjJEAlWYwGAviEXyzG5RlA8wgFQPSKIRe09CyAOhoAqMj5xc49t1iOCgP0nX8CHwaoIg8Z1zacNUXFivrW6R5AW61HAKpLC9dYvuJ+Y8mNMroHUFIBaZi0QZ9zlNQRsEvEBd4XJLAJ0Ga2IEDFk7vtH6J6G5HKoGjCCQ4gIaT6ERK3ZreYsj8ZdQHUU+AUXu57fgDFWz3h4bGnnQVA2XOdPkCVpXBhkcQAoIZDaL8tdG5lWIrjrPaYyhhBGiadMF4QFIoBXwK8IQ5jwkFfe\/YnWzRIYLhiQCYAqqxOQnIcoB96DDXykqgA6ilwEwntZQBVDg4kB\/NOCqBWd62B+OMToyLRwD53DAFqPfTKrGQjFKSwh2UEA7GJmY0BlJ1gWgAF+3DVHkDDEdAXuMgZQ+hiSmw4w0FdOOzsfA+XLYfIyLbDpZ8Mn6RnSX7GAWq+fbkpAM\/PCKD+s\/ByzdMn+ZDx0IB\/f4Lpw7wDY9IFeKKrziE4n9YRKYCSB+M3vgUBqu850b0cohCgZHyNnG0IMpcxQMlLfVsyw8RHAAUeacYDa4HTqMQaBqh6OugYQO8pPFvo+NTEJgUAFUVYPw8AlC3BihV2y3d+XqgKoAF5AA0lB3PMVQDKTp7tUa0jYwAVc1D18gnPShZAMT73RO0CFLGzD9D9lRYjAMW\/OufgM\/g5Ixxcix2J9UIA9WhBPJLEZxigqpcS7WEeniXSE7tHnzNAtQ4AFD+yd1EoxolLJgA00mX0TzCqHEA9hNoA7WutQk6gdi7ua2eY3fR0iwF0z+dvlhcEhQC6ncKjEYoYOMZMpkF8OuuMMEBBEKuJ5\/vQ45rAmMFFTCGAPhOMdnTbAP34n1\/9e6b4HIBmn3reCwuAEhbMBqjoffunGtU6NHIbiWbvg\/9qClCVetg6CE\/Izi5AA6fwbeoZnH+ajlhHlfN9VMPzz8VLatbYuWajwCQmnsyKKYB67\/zMA\/Q88M3QpYc3DtCkTniZSCi+qcURQL28PSwDenTvZUTqK+Rr10MQTGhrtD00f5GNT6Y3Wi5A94z+hkxFTW6+o53Br5U6B6Bj1z9JgAmAMpOqUGAhjN8SAgxtoxDLx6d6eJlY+LkDlPWwAJrDEPBrIL6Z4bdAb5HKGDHew07PDYCuJ6YTAdqKqxmo3UeESO+dHh5A92N5GkN8ej9eCqDE90dwqWUBNHwVVFwHVb88Ihx0EBtPGJPfnBw+Qx8uvlGAXlQAzcsCaNbkPkBnI7SHz7XEVIDeq8XarAdbP96D+SfAGsInyOAVoBS+0YXcewWkO\/4M9MYAKpbriiC+Ny7Mdw04DlALofwM\/rkC9KZnoN999ZvXr1\/\/81f5J+ELoPb9JAFQ8omkBEBJdnoA3dCkAUpphvH5mH4wh32AGs9hSwL7919OAyiDKPtn74h5AN2Oi+NzCKDSv8LCtwBQ1sMbA+hvf0LWJP3gl9nDnydATz2JBwBFj1tNmYH2AdraW7u2\/InmmOoU3khLDFCVxBZAwTMx2A0CoJ2XTV4XoGIpE7EYe63UPhAboBEGOgAlGwugYzoToH\/4W7Gs83up99HnAapd\/DnMQAMAHZuBkhzwAYrMbL7ow5uBMtIenoHOA2gaobnTd1VoCTAGUDQyMhQB0OXg\/G33SQDlwfPMAXqzp\/CPb6S\/+\/6rRX99+eOLv0\/VcGcnMcxp5OS5AFVvngz1LqEgQO\/vrwBQz9QdfIICHkBVEmOAinZYh9Q1UJbTST4OIpTsoW8Y1YWWALMAih\/5EaFJALqYBlmqB1DD+hZAdZQWQM\/9JtIX9BXK\/\/blXW4dfRigcDIyG6BtDupPfQ4qAVDyOrvnA1AxA8UAXax4AKDC8htoiAVFRp8PT3BG3wfo+32F3EGAhjQboPdSB0F3pm4PoL9WuLwgNfdVTgYSS2+llJN9037YXk+PTS4AarQ2Sz5AW3v0I0nXAGhrWOW6tc5oPkAhXaThIEAR+84CaFcKoMCobJAMoOyVTvYMdASg3qNfoflnAXSm2nfhidLfhR8DaPP1NIDab3A8+SR+aVYOVAF0Scy11yl8dgG6tMdGDBIuB9Dl\/3MA9fFpvX+veZiyTxPRi43ZCI0B9A2d9YkwRjPQcwBK+qIMrej5vAH6cGtPIqHn3tPPwiuYIA0AlOWMlUoMJ6Iha\/3MJCGAstbfvz8CUDZJbUMEAMU\/GVMAuhbspbBKZGJ1YqOl\/yyxkXcpxPr0lEfPnYOudt5ci4C2e\/s9PYnXACWms77EMQRQcs4QwOckgNo+OdxEATQI0PYyM+9ZJPHnKEBPfRrJBqj6VHwQoAyRHkAt01oJJ\/LeACjZx+7Cr9sT+ASTTjJA4VtMsT5AZXjMn4MqgIJ7ZQKgD+oU\/toAxficAFB4MjizpdsB6KdT+C\/kqqXxU3gPoX2ACh91pPx2TYCqt3GiYQKA7suz8zNQVES1iaaWiexk6ag4S6q26lTG1mNaBh8B6HOYgVq3kfBiAxHIO0Cbpc4AaOsFM7mFz6MAXb0R+vLRaBu3A9CPP1O0vFwW\/atMFRKgGKEpgHbxCRAKAIpauz5ASTanABqQGi8+N09mpwCopCOrkx6rDc2YqbJauXsFl4Jn+psSswC6ncTjZ4qyACVmGweofQC7YmLj85xroC8WoL\/\/8hNBf0U2\/OETP9Wk1NXwDFRlGTHhFIB2XiY+SeB1PevL4gRAt07nAEqyAhpa8JKw1E46P0MtgJLpKKwL4RMsQvQA2vc2kn3UhDloAKANoct4CVWSM1CfnS5AN8sHADoKNs8bLxagl3VMn4j56qevL\/rFspI+tYrpxQMUDLKNTA1ELBvIAfRdq7f9qXI6BFD\/jWnivL1tRfWZ+LQSWQBU4O4pASrffU1\/8FhwvdEWUQAl30ZGHgAADcCzv4QphM8C6FT965fiUc4v\/i5XwS0BdAChuWPEFGx5L\/1hgIppLmtNpFgQoH7Okioe\/38v\/lbMQH18wodgRHoFPD0O0DBD\/yiUBGi7AskA+vBgncKPwLMHUGL3+QDte+TFAvTjdz+nCP3iR9k3Mp0A0FRKnQxQLXuQ4oEkBVDR3TA+CUDZGAgo1QvN2Nm3hVA7d9kMdC\/4ll4DJYWZdUn\/m1uZh7fPMAbhaeHT\/wL8qoEZqPgAy+qvFlwGQN8uU8BlmGQGaq5bGICocVRrPELPIbSN4POlAPSTvvvt65+\/evXqR69\/OfA+u+GbSIRHzxig8hjvV0IIALTF1ghAxSgYPo8A1HtOiZ3CE34oeAoDaaeydEsB1M7qQLiMzUDpHNQCKOOeAujjoWGAhvAZAajAVwCgQc55PpkH6kU3B9BDuiWARqnJOy6oqIZojVkAlIXaCEDFRVb1NroQQMXFN5inGqBqO8bn3nE3hSaevnerGYFnfwaKKQYBCsE3AM+JAIXOYJuQ6\/L4HEVoARRyKArQYFptbvQAKhtOgJN0XNGSDdEe835BTAI0iM9jAMWJZwPUeHU9wCVf2sQNoZNYZCFOyVF4+tUMwXMyQLsz0HMAavOtb9AOQK3yBdAhPTOAasw8GUB3hJJQC7PzEEB7iTcCULWNmRTh8zBAY\/l2MkAf6NeNZgM0QU\/tR+YXC6CKb32D5ujn4XMMoQVQyKGTAPoAPkB7FkDZILu4UwDd+pkHKBoKXJJ5MkBlPyLwbN5SUDwM0N7x\/fN3g6UAoO1pJGVS9nNCrtv0AZrDp\/EEWHME8YBNuAjAcsV7AM0j9GUD1OTQ5wVQD3cMoOTe8yF87neN8gANpbAC6PZSuw5AIT01QAEUD9EzEiHDABUIPQegCW6iKpivzgJo94A+Pgugvp4rQFHDAwBlCgGPbRKhpA6xocpM18YhAIpyKgFQVkRd7gQbkUHhUJtvPMcNwzMRJmlyYoCSk3hg0NMBah\/ewtrCZ3ZC+VAAva6eK0AnzUCTDAWAdACKocrsSHpP4ZYFKMvD9ocHUFCB7UD70mceoJEUC8fIBISuIbb4hDhCo3C\/EBkA6EF8ngnQhwRDpwGUFCyAPgeAqoYn0DMIUALFUYAiszGSeQANpqXC47YHpfAGiHfiB0oNk2WF77hr4HPGHPRDAqBkDjoBoBY8d48ogHbgFNS1AcpKv1yA+uzBCD0LoNebgarNGqAGZxMAbRnlATR\/W4JIAXSpT6br3i3hPpQpfYA+bO+XjNIzEyErQPsQ7QJ0f64IAZS90aMH0Df7L9IUgOIsUngK2pYdUwC9gnKfNb7eDBQBdOHOAXxSUhqbu1yMA1RNPbfMmQDQloEMoEudrQgjqQAoGbadJhvC8Ms9iQtPxGdEYYC+o0+AIYQuVlm7agP0CDn5D5p8h4gFp6B1yVH9p5Qi9Ny5aNWmihZAPc0DaEu5BEB3jA5OSPsA7Z2ZBwqygai0QgDd1sdnAUoknl5iZbcScgZ6FKDsk++hvM7h8zhAH7u+BJkNUGLDxcNrZy2AZrxk0fONeIed7YRRgPaOyuDTq60AmpKcg54JUEhP0X5SBkBDXJwG0DfLtzYmALRVv7QkWhP\/eA4z0BQ7DwHUuAo6ZwY68OJk3dapAF2OfDza2DeiUCUFUE\/XAqhu7koAXaPgVgC6NrDZBJc9HaDwk6tYnwFAI+7xONq80XxgAIpRKmjfsA4D1CpUALWlAfYUAD31FL7FwWyAsvSJXAP17sdnALrXh6zhZWcDKEOoUTSUtYno2Nv+tncjaQJAv9leRU0eQAMADeHTWjvPqkgCNGTdlEYA2nqyTm4LoMFlTACgIgdHEoR4sg\/Qd8sNpFFyCvat7cF78DZA2SOgVkHRcU49B6AksdSazWcJ0JNP4VvbHKUDAF2CbPwm0hvx6xcDqGwBzEAbQm8JoF0VQJ8hQNc\/zgCowqf93SNWiYdPBFA1A7VnJkpnAJT9CqAMoxDrzkCDOgegiKFs\/tkHKJuBrp0lAGW\/fhGA2iJ+DrlhbBlTXwXQKcoB1L4LP5IixJMKoOoufAPoKD4xQMGk8mFLOGgUC6DrHmUnkFRr+lgzE4BRG6AkHX2Aql8e8oNhyXabd5TKqECdkJxZHQbo9jQSiYHRGWgHoGz+2Z+Bdlg4qALoBGVvIr0TU0TBnYkA1Y9uH5uBovkkewCeDaMlHO8SWf3DVtxDE2mALjeLGkDb18mWf1jcwxnK9jqs5fjch88yVvpkl\/ZXP\/PW6ika7mGNM\/EJxQDKroFiti12IgBdXqn8Rs1A32qFANqO5cmjjMQxx\/yRh2Ow2CQVQDuaBFDmxA1CIC6vClASovf3pENL3JPTYFmTNlA7jlwQa6DcAfq4Zdv+jfpKRxCgdB0omih5ALX8IoCn\/JWQTuTr4dOYgTKsfb39lC22Wk\/iPYACiGYBygxjkU5sN53UJWOiaAE0oekAzX\/qYQeowuX1ZqAMJ4\/dEi\/h3XIG1QYN9BacKmKAbhjFa7tBfq6QJNuXfyQAauFzAkCx3VMIHYcoOZiNyAIocwAEKDuJt+CZBShNHQRKQTdlNBuHFhVThQugYU1\/EmkaQHlzxx+EtwGqgPLYLQhQFv0jAF2TyAaoWKet8lO9ZJ5stwBKLNgHqMrOgwAVCFWpPAuh4mA2mKXL+ll44YAEQBVE1W8W5qgHUJtuylgeDjETk8ULoEFNfxY+CdDV6OAEnjWZ6iWWl\/MsyA4CVCWVWtPyZrsLz3IXnMKjDO0DVGo3KBsx85axVp76kyVbAp\/M\/F4+9wDKntDUzLSDTAQYcUYYoOrMQNnY2qOWS7V4TgAUXCDL89A9wj0yIBJYBdB325my9zwlyYsjANXxDQA6DE2dwS5AyTDIjAUCtNW3TWPRFQdxLMnCyx4AUIw+O0MtgC7blTHZSJmvNI8E2ESOLUbLIBQYG+SvBVDwkLuDfMWDpVvsR00AlDjAmoHaiOxJzj\/VLaTEas8+QC3GBSrvVRFSARSTAACUZYRy8SyAjjOT1qPnjBigZB2oBVDAdNtOKpNaLeQmEsOnN9MRUgAFi\/C5AVg+UVpFcPTAiGTJ8oZpbkwIglD8jhAQRkqkS8wf4ORaA5T8jBpUDLpJeIxZw7UF0DhAD71UtCcykAKoC4SzAGrfRBpi5z4Knb80yVUMI4CKBEoBlFWBZ6De2eF2ZGcGarqIDV7mkuBUf7m8BFMKoN5PFmSExidb3rn3kSVyq1x1SXjSAuibN481gCuncFWvQ1EvdpQhEmjzT+A7qAu30qnHVAE0BAQSBMIxtwFQnMosFRn7UgDF29UMlH3nnWWmnZQ4Q32AsoEqN4UBSkxjGVMAVNkpAFDVLR+fqFNqg3CGxdBt82Ul6P1SuTj110f2HaT8xSwRAFsKe132TanEUwHUIJEBUOWYaQCVHEjLBqjKNi3RIZ4DMwBqvebHuBzaZanAKOkdGehDwE2dJFL4VNZVwxc9ea+uxT7ofvkAZf3DLp0EUBefyfN4AFDrU0jKCWHwzdIQPe8LoCaJXIA2swfx2b8GOgGgRCxcVa6haAFdajnQMxC2IbkTAQGKIMkbpxls5udb+KOh0jTgFZubno2BWczuZADKZsmkjxKf1MfYRTYKl31dgI68oWl3kWUNj2PHWDikAmhE8WVMHj4TK6RFqtq0mg1QRQOWwmRfix8r\/8YASl5MIQC6bRIni6JOnb2Apqx9xCvfTSJzNJpci8giyh59gJK+BAGK+kf7YdlwtZxA4QZQFgPo0BRAmZdz8\/EnVQG0LweggAbixFBTZ1EYnwygGJ+QRtYcSI0Ad1Z9Ni4I0IYo01a4y+0hGABQsskGKM7eMECBnwI\/ae8NK4NuiVF7XvSp\/hC9hdS6iqhOe9Enmz4dR9dASW2xd4S2fawgMQX8OUEWGeFcqoJ4tREVQFkaWHuNxGQ5cD5AvfmpgAlz8tp7eAW09cy4CromAelfr9Mri9ij8dYM1E14nvU+QL3pDWMUAKg9l2SWEP2Qtti7nEFoD6AYn6xV3YGeKXeTXv7\/7dv7MECjNbcprrKCGYFKOn1mLPr05JLSUAGUZY293wZoAKHCQ7MBqg5XABXhpofSW8iEpOZiJFkMgJI6gwAV4CKpz1jFslO5hi1TJz7ZzINOgJkZwNSNmUH2GSIUh48BUHYCv3UTuoj+aTMODeTy59dfv3lzHwNosFZmoy4+ewANEC4NSksOJ00VQBmGxgC6flk7jM\/kPfjDACX99q+B+k9HjgC0VWEBFM5tGCPw9EYBFLkG4LNxabNDm30yKgFCkFWs60OKu+VbITKASQAlC3VxH5WtbND5AN1eqix\/PkcBClb\/4aA8SLhEBSPV+yqAEgx5e1kUKNOvAPWuto0DtNNdUIm6Z0RiZO0JC5jldXYWPyxy0gfPDwMUvVLEy08foMT6Cp8XLjV\/sLNijw7qQdS1YQHQtWPCKP2TeATQHfMu4qm1XNABCwqALlGAAKoq6tS9+diH5xy+5WoZbMTSCwNoElKEVNYFtkU2QLVvpgCUFN6OJJW0dzYkgiUE0P10leSZeJK\/AZRwcQyg\/UcR3+5NNq8w80N8ZgC6tcbweWmcuYLyKwJQC6Fi\/rn08v0eMaiH70j\/BR0192yALnPdDkCBC7CD9vknAt4oAQHAwseONtBRAdSHFAEbSQFleEJKC6DN5Ayg4pHuZN8ESyVAQYdEuLQh2SfwDGlsE4Uhaf\/RTuLE7xhAJcf4JOfdBlAyWu\/Llh4+RWcIEdT8s3GxDX47hgG0fUxFTcWEg8gclFxm2HxDZrqtd83d2\/zUYxzaszxg+wjQLTqspfQpgDYDgAeHXVr1+SaO6x2QVwHUU+Z1dm+5\/JP4hid7BioA2lbxiFZmA9SbEL+n8gAqrkpigG5j8ABKkn9kBqrPojeAktd9WuCk80\/mCBugjR0KGuRlT8h+5iNhGBmg2+T0nfVQW2l5U1RD6DdSgHDNfm\/eKIAyWEuBSsTq0uZwdSHJB1YQZmRPkIhGRaiCBDebCqBhgL6jIcEMr6gZOIV\/EoCKOGHvafIB2i57pgH6jZjObVNRG6DWTSRwGbIxajkJ7QB0N4J2hAVQgY59xPd0OkTOspkn30vhJLYAujlJ\/XxRRu9DGQHo5b\/3O0AfP+3CWgMPNZB3GsB6GUAzbIvgbN3XhWaUiwfgeVEBNIhQkqrK2x5APxg3kQhACTKOAbT94QGUOL9NwNg54N6dWQBVkxQIUIYtjTTyVTrKsYalBECZGxIAbUBZpn33wq2kLgOf1jJI1e12mUFc72H2IQAFr5PPA\/TbbwVAdbMeOGm9UXx6l0MhrxLczJCxABrTcYACR3bw2QeomrfkAMrWD2wAba1CgJLz9gZQNunoAVT8YQGUvLw3CVA3YQU+2fzTu\/YJ559iaWVrQBmAmebxJZpiUs8eEgLwtJdBYoCyUAH9mAvQpdnl44I89M8DKLaGR7P57FyrjZflKoAG4NloBWegBwHKEDoCUHbcBlAMeAFQdTP\/IECX7cEZ6FrFKEDfvsXzTwOgehJOfj\/AVT9CD7ZvuXZ7abhZtnmX1QgBaj+II3o+E6DA+uvWy0c4AwC1HyiwfbNfl85Brse+kwA6rgJoF54kXlkSHAGo9TqRNEDZce0PBVAWU2T+iRMlBdDW\/ASAKoiS7eBjFGyVNlr8abiiuUG5XAPUcNDjSS+b1y519gCKOBoCqHJQa2SLKhugGHRL+KBT+CMz0LZAgaZIAHNB9qUA6tY0SQXQDkD3jGp5IXzZBaj54go\/RwM9ZIs\/NUD33EQA3RLOwiea9UC+sG6tWd0DqLUwhiGUbR0BKPx2BzGBeH9IGzMzKB3bu+Vyx2X++UE8Xc\/moD4+BUJ9gKrHK5vVW01b0RGAXg64FzeRRGyGAUoyRQBUUGcce3mAnozQAuj1AIpP4o8gVPxTAnTrnwgnAnACR0BGkjc+QMl4Lo3HAbqx0dvrA7Q5Q8NTITQBUGJlVmQ77uFBNpECqEICBih4f4gG6D4mdFn5CQFqU2wceTl0qrqwC46oADoGUIKnMYAefBopAVAVUAigjIx7XRigqsNkPAGAbt+Ff7M\/Yx7IePot3jd7wy2tUgBluYRcD41Oku8RoOydc8S2CXz2byKpFzC1\/hGAkjeB7P4KAvTxbUwMoOzUJglQsTIXcywFvdSRnbpsNyTVqi+AegDVZDkZoOyOupHEEqDwLvzaHAwnUgV6iQetSu6F+AwAFKDQn4F+o\/aQB5AAPvETnNL+2glM66gZK8VsckugDx\/kizv3dZuseAefCYAKvLeqtlGpN4F0Abp9COt+CkD3icZ7H5+jAO0d1a2r54qeUPUFUA+hVwco46IHUIu0W3I99hBGMSOwxiet1gYoqcICqJV426l4ICX54+ct71sfWZ72bM9MYImYGWjNouWCgX73cVtiyoVbElmJAWq96ZlVsT3Grl4n32HdBaDLEfcQoGgdaLdSA6Dj0DvCTlZTxw2jDRZAsdTP7\/VO4XsABQmlC+Gw2I7VkwvWtHr3T0MXmIGyU\/il6ffquSZ2ThkEKH\/u6Bv1+iWSpX14BpCWBOi34PMbMPmttjBAtyfhH8B81qtgZAa6BcKnuhhAF++PALSFQ\/oNIdb2AM0M8gXcMM7NpgJoCKCELWqBRgKhFsdOBijjQxvU8g\/d9F6QZc0KUNhdUv3atKqApN92LbNZ1yAnf3TQ\/iQ4AAAgAElEQVSTuIE6ARub0TOMtGZaj1gEoOpaazhzxQz0cuyKzwXIDWekFlGXamV1bhh3+02kd8tnkdqNMBGbb7AUPenqqgiNlF\/y\/LKqCLhcH9ptHsVaATSEUJG5zwWg5A\/0GIw6A2QJIVoTTYvMwQBl69l3gEpUg7xbO2Cko4XPNjbhBDjphPnlJ1VfLNegj1HDXu5uFX3L3wb6wZw\/txpZzc2Fm3NDCF0c+659V26\/xTgBoJF3iOQpZldj1drjZqBRO7ELoF2AErIwD0TM6wE0jE+KQAhKdMQuNRwGUHYBUz2W1JIDAXSrRt1nITWKt3AwgNrpKADa2gFvno+z8xhPmVmttEvUyMIoAVDgWv2DJ8BnAXTb8\/ZyGXRrKQxQVjFxkf\/iR8dBUZpZFeCtPXwGWvISuwD6nAEKckX\/Ac\/o2XGiAQFQNl6Wji05tgmLBihh8B6kpOEAQFVmq\/knaYfZHtrYzc2e0EAs8vUA6uGTVLQNhZzCE4DSVz7xWmGwEseGAfp4wD6CtXrm5bYOzQMow2cfoL6vRo\/rODTRSiCpC6B5gELrP0OAtt1kKCLw2QPVBKD0zSITAIpnLc5khiOUZSda9unhE2ZNKOlwBlqvRIZZ3QMoQ2geoMzxVix5CGUAFTNQBVA+1ZTVkvmnstMwBecDtOe+LDwLoLcLUJVHCKPgfW0AoO\/37hDstszZjhgBqEDo4x8pgLLsZLcmPPtifG3bg6kHMlFu66V3CJ8AoGRpPoZGGKHzAbq7Tm4UC2gjdnItblvXOBhtTeIzQc4CaBagzAdZszOfewAVBFSYxABluSQAKulpAHRbhfR+7x07ogGU3V+zAQrfMToG0OYAe92SSRgXXWOy0g6kd6AXWwXeNVANDREXIFznARQc1wVoz2QGA0NHWQerra7nQY2BPJZrL74tgB4GaOiHivl8R9QgQIV2WNoDsQFKCmYBulUggpR0ywIouyhqLWT6Zu8nW\/hpWHe1rwctmN12\/gZzWvXj4SyAIoSCgG1\/2gBdPNI8YwAUH6zqXGvZQiFoNozBKcdpK6l+2V6M07MAGsXn9W4iPRlA2SBDp\/Csw6KHe60WQNELQxhACT7FCbyHz3GAstyEiWol8yGA2tdA\/TkoacB2vAfQPSowQNklF3EsrKz9\/jq2TYNw9DhqH90l04Ocl70PbBVAIS\/PA+gDfcXOAYAGr4FuA0HnyxvS8DrQ7SiZJB5A36l\/cYCauWwgNAlQkTFBfNqZnRD2cuo+fBigdKz3YB56AKBLi2u17Wc34q31JMGaf\/qG7jFw7ChhH69OK2e78HyBAGWJjwmmRECj4t6zvw1Q8tyyD1B1G4lli508YogKoG1GyGag+0qUdwqfCYCKnowBtDWK3u8DDCtw0gXnMXQKtGkv0w7dm30jPZkEUBYMXYCSSDAA+jbyery1Cnv+6Zu7x8Cxo8I1HsLnDQP0u9+8\/uf\/yB50p9I\/BFD2JNIYQFWmHwQoS0QLoHQEAYCSP58HQIXlwfolkU1hgFrJvFaKfvl4IZyDKsFZu88QoM3GKYCC2\/INoCFowaHkjuwfF6rPztfPHaB\/+uHdX\/xL9qA7BakQPsGjnPdXmYFaLOidwgcBiqE7BlBDuv0UQFsDEJ\/t25WbUQ8BtOM4XhAdCxL8IEAthN7rOkW4BAC6bccAJYvf+m7qAhQPgw8lBLzEcYHavIwtgAKha6BPANAlwrv4tAEKeToFoO0PknhkygoB6kO09WD9b4SbNC\/39Q\/A2IJV2DBXAOgDePH\/1qnWaAqg39LXk9j8sAYrXs10AKARf80EaPhaSx+W3Z68LID+51dUv\/0E0F9++u+\/Z6owbiJFANrmQcIPIXyOATSIzz1jQgBdN6jWLICyI9On8KIvgTmo6OpqiMXm2Kg+SA4ClDJs\/XMUoNZzMcvRYwDVlU4FaOAHb3PU4Cn8teegfZcHyXlzAP005URKTUNjd+EBedZU3iOkm3YjABWdegqAvqWn8PgBaL\/Tov+YoUl8Eswok0qG2MbrpWTQk5Kq++Egva33CoYBihHqVcoAarwwsNm4\/bF+Jm9\/hV4SoO98fB54ovO8U\/iD6CyA9vB5MwBdClsDegOlWrOG7gMUVPL4\/3v\/ZeVb3soX1vHUXitvBgembmkkfj18K9p5eRCgMMEPAdSeg3qVMoBSUEor75c3CUAvX4Z\/VAKgKjk64EriMFs+WNMUfN4SQD\/+65d3d1+82vQ\/vrz74r9++u\/\/zNyKzy1j0rMhANCZ10D7ALUu9QGAvqFPmiAGegAlZcW8cKuNdFksJW17bIBearUByipoxjbw6cJTWNHPy3GAom12GhsAfUzhowAlf44AlLwKPwhQ8lt8Dj7b8ds\/+oW7HdDuHIPnjQH04x9+fHf3vV+tfxy5Cx+UnrHBKcw1AdqIxPYDFALkcYBuFdhHscRTexro1oEsVQg+qwYwQMFnO0hKajNzS3JTxvCJ0ngcoFko2AClrxMZBOj+Fm0N0OWfzX3E6JdXKvsAtR+o7wJ03FJ59X8up7Hz5gD68eP\/\/TTt\/F\/LP58EoAyhqcRj4RIEKMDo9ukGvs8HKBxMF6AiZ2yAYpMtwyENiP14BkqxzOefu5mVHeF7s1yAWqn8fADauY3kI8MHKHGRDdDwTaQ+QA\/YiVUSKSZyBfVhJjxvD6Af\/\/C3d3d\/+TgJPR2gihZPD9Dl2FkAfc+PboV2dGYBuhxNDEZaSAGUJKSIfGFHwuYEQK2sngfQWJ6TzmCAbh+qc6tX4yMmVwAlvrwAtL3x\/\/Ix1TGAvt2DCQ72kKWSwgC1PDwBnzcH0I\/f\/Z+7uy\/+7uNTAPQtvSx3PwRQFuEjAAW4lFK9bxvYs3vwEqVaOx8AKHu7HQbojtB1j3UKvwN0Ha+KfAJPgn4G9AhArdTOIdQmaSzPWT+GAQqrtwDKnEdcvQB0HRAEKK2HA7TZGfamAJpk1OwKpX7\/aRL6g\/84DaCIFHit8FGAaoSeCVAyPPJbIEDuAVSzdOuyB1D2enrWztdfa4Rux5Gln+riZ7NhG676lUO2M6\/QjSNUuXcQoG2YFKB\/JN83TiKnD9DVDcTVdCVom913AWrMPzvMPIme9wygqjPaaS8UoB+\/+6dPk9B\/uCmAioAZBSiZM44BlGFmCkB7M9AgQFu9mxkkQFnSiRqnAnSEoSOEY51qrUYA2m2BuJUBVIXEZeP603X5OPxMgC5juu79oxxAp+DzJgG6LGj6r19eC6D71OjKAF2KnTEDJXQJAlRs1xWbAL3fZot5gBLrMgumAfp4iJl2KLVPBCigOgbo8kh8ljq7W8nPvz0DXa0fASgKBHgC71PzGgBVXdFOe8kAfVzQlFxD\/6jYNdAkQAPZNg7Q7PwTvsFu3WDMQN+Z10BtYYSyJpcR4PHCm0gEoGsSPCFA+059UPe1zgFodg5qA1TFxOYECdB9IdObxVN2GJAr3b45rwLQNvz2ZwHU0P\/98sUCVBc8BlA28iBACe5sgLJ1NT2AEnz6AH0Pa2PPZCvjrQDl8yQqO8c9f0KARvJbIrRVNgmgi3lI\/AqAroYjTqAPc64NiBmoFQHG6uiQfFsNyVj\/WQCV+sP\/zj2E9KhTTuGfAKAeQicCtPvQegKgrCUGUFEfmbkS2+4WJHWtHYAARTNQG6BJhFqvNQlhAQC0vSjlkpIBgPZqJgCVLhsGqKzNAOjBGWjcjKYNQGUoJ186QIfUBSjG55MAFMCTvGYsAVA1vLZMfeuHvYzJnoGwqndIRwC6ZOZjLQyf9AT+3rwDT2y3HqK6NBOghj\/nA\/RheyDeuwYarFkA1L6JRAC6LWRqLV2qOQ2gITd0DGnYAFR2Fj0LoE8JUN26P\/lcjjwE0G3SxlogR6IJy\/ZHB6BK7NEUMmKzpba3zT+VBdkJvHARyWhhwWDqJRCK34sfzPoeQAlCBUDDNYvHIrhDMwCVP08iApi\/fCteD6Dqauxp8CyATgJoB6EQn22diQCoerf4BICSSaYAKHuyaRSgwl4MoIR7AYBuQyfvD2Eft1i7uzUqsvogQBN3k9jmbM57ABVzUHEKH6xZzD8VQFu8sesoAKDdU3h2nmFbECjogoA5gQFYZSfC8\/YB6i8GBS+\/SwKUxV4QoNprIhqmANRGaB+gpHpCJIY1AsI+QNHvzpZabeA2QElW+wDdqlkBqrKajHYEn2GAIoenCAccawGUzUGDleP5p3pV4L6MqQGUvdXUByjzcvLeURSfEZNqE4jKzmNnAbSLUBugKM\/2\/3cBKp6iYQDd4Iozbc8OB6FiGDuz2pJ3UT0GqLCBBVDjLU4BgIoLcxZAmw1ZJSyvPYCm8g9n+whAYeOWS1vjCqDJk\/jNne+4iVyAtuvQF6N1AUr\/JPngsDKGw\/wRtgFYjSfj8\/MGqFYOoCL2QgBFaQfS6xyAomGwghCgrbYsQLej1A9Pa8UH6BtwDAToWkkb\/tKt9iIMltNHAYp8GwQoS2PVAdulJOOPzEDVBWJITxoQrMiyEnRt5\/L\/GKD7uQn3cU++1UeO6\/uy+ek0fN46QD\/+Z\/KbSBMAank9BVDysHIQoGAxUB6g21zTBugb9sKeN2QDms7AGSgZTAqgaw8xQPcqWpcCAD2Ue4Y3kwAlzxLkASpmoH63328B4gOUzEAVQJu\/Lv8\/F6Ajs8\/+mP06z559fgYATerZzECtZUw2QAXuAEDFMN7ubw45CFD2NKAPUDEYBFDSEs9pDVBi1n3+uXZou3SHACrQNJZ9yr3Mm9q91LknATT0llEDoN+AU\/g+QN\/uhYDHCqAF0CBAxTWfgOPDACXUYTyEuSYwaeGTUpQW2\/4QdZJ1oBqgMg05QIXRRN\/Es0jYzKKXzcLMbHsFb\/b55wrQPcUZQMdSz3YtI1kCoF2RNv1T+D5Am5dB\/Er2KYAut5Ga2vUSA6DvNg\/7iRDo+dhRvfqagwqg0zR8EykAUCu\/pgOUMacd5Y2JMVbVjAHaciYBUNUsexZ+LbgfgfoI6fce3BpRAGXTokMADQFBPiI1C6Dscc6JAGUIXG3O9iqAbp\/1eAsAunps6z3rXQ6GnomPuG8uPtv7WT8DgH731W9ev379z1+ln+P8eACga9CMrQMNL2QS5+QAnwKg5ChvTGx\/F6DwjN1iKDuOmZG1RXq+PFIKeihHvbMIYWFb\/922NheNA9QFphTHJ832MYS2SpeExY9y2n23LRUCqFg3sbS1xsZuX3b4O5YNvh1hkY7B8\/6Djx5NAaitGwPob39C1iT94JfZwylAwZRpfCH9g89QERMEoCyg30mNARTiSQJ0b4AlnfzloClmJ6RILZ5lW\/9AQTZmiy4YCgKgpFZSVyr3sosZxUnHXtWJAF0bUnwJ4FPNIdVFfh+g4lezuczjGBAxd6d0wnmqogIo1OWLSEzf+8dcBTcNUMa5FEAFTT2Ati6NABT0wQOo91uhRk27tb\/HaW2G1MpqG8u+Me1VnQxQxJc+QLWvwEV+tv6hLYsitVHnYQtHjdT3QMJ5ooLr4fO2APq7Ly\/Q\/P76Yfi\/vvzxxd+najjwKCeBD3b46afwZwH0vbo3xRC6\/RMDlJlNzHUFQNWZfhef9FjeKQhQUunnDFDZcxkfb8cB2q6CegDdrIws3DdO3P4J57EKzqDnH03dEED\/9MPLpzzIhn9LvxN08JMeOxzok7\/U2R49h2egTwbQnVbkd0T8pLDpCLfRO9aaxCfNQetOGRE5sjVMZ6CtCGmQgSmXfePaKzsA0B2hq8IAtX5qjJvob+CZOQPo5T78++2+pShmzT+xJWEx\/7iw52QF50w+PwuA\/lrh8oLUv8lU0QEoRicJGxY0wuVpgJImMUDnn8KTJ+G3BtZ73GGAetMaMgMV41IAtTinINqO1PTcZ6DkgszYDHSMmXbKDyG03T9mAA2QhceHJKM5CdW+XB7nbC+KXis\/DNClJtJ7ayjeIIMuPOfc\/XIycOsA\/e7Hd3fyhP13d3d\/mbkbPwRQkvPXBihDqA9QwsA2w9v2MshcZhkMoPd0lftakw1Q7\/6892CSMqayJONBCJ9ff92GKaxxmwBd+sHS3\/sCvTIY++0jyLMBylZc+AAly8byAI3YTAeC7Sq74XMAaut2AIqee5\/+LHwXoJFQORWgHEvLUer6FwOoGNkFoG3fKEDxZ3Lgc5ouQGFKKYBieDaAgmsGGk2BrDwmVt8RgLI5aACgu7k8gKKYFu5bbiM99AAqbgUctCM4POQxq3EA0FN5WgANIXRNzfC7Dz2AbjhUVwURQg8BlM5NLYA+dioC0FZ5GKDtcLWUcJkHE2Cw53kaEQg+ATwvfQgAlDHK4mkvyVMYuDcAijsGzmtaxm8ccxvdY4O5yJ6B2m8qVAB92B6JDwI0j1BwsLAkqt5o+oOBz0mzUnn6flsA\/XQK\/4VctTT5FN67hZQDqPG+M5JcIYCKTGs9XHEWAyg5qgfQtcU+QLHI9ditIBki+VMsmCFmur9vL6va24P0\/HrLeDJ4bLgGUDHdC\/rS348xYuBT9I1tQhzY34Oq+8DaEn4OA\/QNP2AF6MKd1g4EKB73BIBaFbPKhaW3fRiUEwD6WdxE+pmi5eWy6F9lqjgwA10DPREs3gn8yQDdb4jLxGoAXZrEAF1WrqyJFQbowkXyxjkhBFA1Tb8nvenic3mJ5fv9DNYynUJpJu3t\/XamL51C+KR9kxv2voQB2uohsXs6QGfNPuE1UNuoTwZQG583BdDff\/mJoL8iGy5fh1eTUleHAKpzz4+OE2egvVN4D6CX+CcAXbskAKpOuglAwbUzDVBgSHYKjwG69YUw+AyAagD0sjyW\/yKtufMmAVQ35OEzDNClkDiFXxtkLw5lAIVn4DmBCmyzqqOI4ZrZFP8OAtTD500B9LKO6RMxX\/309UW\/WFbSp1Yx+QDF6LQB6oXFBy7hdwVQAsMRgO6gfEs7vG91AIpnoBZAjTXawzNQ9dLkZwrQ8PpGSjYDomqb6BKLH9aMarNV0QcocwQK8aVQB6CXguRErLeasyfsBtuo4EAN0JqBmvrXL8WjnF\/8Xa4C\/iinjU\/43GEQoB+AhN8tgL7TCgOUDYTsUeNbAbqNqSUJAKgywlswB21\/9gHK+sCeHSH2CQF0a9wGqIdQNzeNLPfyH+V8H+BWl0gY+UAhDPYB2mzvzRKWwo839xRA2708egUU9c22omM+frg12p5I7gGAjrLTBelly00B9ON3P6cI\/eJH2TcyOQAVJ9TtCZt9WSULdB0OCJwaoeQ2M2k0AdADC+khQNdU3ACkUb2lHaumzTxZDsKLCUjsPgTLJ0KEPa8VN5vElQrHen2EMreSP7d\/Cqezo1Bd8AEB1rrujgomGyk7PflCNQhQ5knCzHYIA6gYpwFQ135jALVM2RczWhCFU6B6WwD9pO9++\/rnr169+tHrXw68zy4KUBFufYD69Lw6QDFCd3i1IxlAW3tqrqsAyqzUurS9nAQ1LubOeCU2nVAxhGKpKxXAgLmJqEhtyVIPoD4YEC1h0yqaCLlBfW3whIoWQI0wZxc4GUDXlsTJkgXQFDzHZ5q29cIAZZPIlwbQQ8otY7JnoFl8EoRu0U8oIVB4GKDWHJQBlKVCS8X9jFi0xGpUSdl6slekOwWKskTcgXAlgIYW2Xun8Js\/g2jwWrSjCVdt4FNbyAeoKv5oL3YxUl1tggBN0vMEfCa+4FEAHVXsLjxEkA3QED4BQDVfxgGqBmEMrQNQ1ZZVIwJoe7Jevw0EDVQxjLH7rQ0FqjBA321wzwKU52gIoAE+iFIqltbsVAilplKPuwJLAYA2XwqMXi6RrJexWVcZQHc\/u0bpKWH3kFgaFkDPUwagcHY1D6DoVPdpAPp+T0fSlj+nZSn5WHQ5fMu4zlRUzQzt+aePUAJQBE\/VznyAjhBCFFWR1LLzGEAhPZUPd4C2Kb24ejsboAmrJ1wzAtDD+CyA2qARgWcBNIjPMYCK5CfdE0eFxrUcLK6BYvXrJPgk3d2zm1SkMarGxkpjRyxICAPUWjUkWkxm6RxGwENIqMwHqOFBNANlAH1shxSmP5Rpo8SMMyJmv\/MAqu\/CF0D9yMIAteL+RQEUdRkAFM9DRwFqz0A9w3lK5egsRsBDxgDK7OSdwqNQUABdDbqZZbXRVpi4Lm+RoHEi5rOOCiI0ewLvrQK9tWVMRzXwJNKe83MBqhDVpQAjiziwNyoyVSF\/sFN4whTRWrdiF6CMoeSYAEDh40zhGeh7MOH8HACqbdUHKHaeDVDmSeaRfW\/OIkHjhG3InCcsmMDhKDcLoJYgPd9eAaCSRh5AxVFwENbw9JgMklkWEvlEOkuCm+TfDlB2lECrKKLIiTjKnljFAM0+kpQGX\/4ZJXgEC5UwQImp4AQ9A1BiUBug+8\/kQYAGH6cHJZD7lA2DXDyMzwKoGVTODPRJroEmTtMhQN\/tM9C32z9aAwAzHkDJNQB2pFoHLQDKjkPCLnCmoR5AtQ2PApSlq531OPGd0mbyi9ghACXGtPE5MAN9LCrOJaYClEVGwDiqhAXQ0PwzcQJfAAV6BgBVS+kFmjA+BwAq0kYCdE+HBtAgsBkIRTirkE8A1HCAg9DADNTH5xhAwUs0ZOr7BwfxGQGo+kmJAxQe6QG02dUcRw6gIeOI\/ch9woZhKhZA05pzCn8tgMIn4fsjeBsC6H5HlUzZDgF0M4wOeAVJsXzTMn8PoN2bSGcBVGX9PX3W0y9KIgeFUA+gGXweAShbWkZ8dgygAoOufYAxsfvC+EwBNIjQlwpQGFcqTxk25gNUEmQ2QOn8GdFKtMVatK+4tqpY+d0wOuQBQOGl2yg+FUCB8U48he9nvc1QHTfetTsjcs4GKLu9uLTFQtIZ+DGA2kfQo8YAiujXQ2gAoi8SoBYknz9ALfUeFNL8Uu2lAEqOUhnANtgAxcNIAnT5wJkDUB+fFkLTN5d08hsFu3Gj8Kkih5jSBygOZGHsLkCXUGABicYzAFDXPkMAzYGwj88CqJALUJCnDBwHAWp\/9seCk\/dkEEgFBCJRszhOtdcatdtTRVUGsA0dgNJ+usRcCqh3ZtgAlRZM4POIPHwG4oYlby9ufHyytwdaUQOOadGu7gFqkz0XgPbwWQCdpDs7O4MAVQuZrglQKxlsgIrHhTwYjgEUZADbEARoXqEZ6LXx2dMIQBlKEgDFYSxsj4+6CkC7Furjk72VOwvCCD4DDC2AepLgUABN4HMEoORuyKkAFQ9kjgIUBj07oEtPTACz2HrPAwI0oEM0TIqBwQ4STs8PcP0wX+7Vw+cUgGKTjcBzGUb4jXjsmHGAPnIwzMwYOwugMsCeHUBboHgABZ21AArbk00nAdpLlAxAbQaYAG3VPneAjjyAIUzKosahp559Ni+PAJSsZjAGk4GncQLfPdIGaASfIwrgswCauImEAHqtm0jnAJQsSQoCdCth4zMPUPblpc8ZoCJyhOxf22bK4ONH0wBqvQU6xU4WEai+6LH4GuhDAfSKkgAVt69RqvYAmn2dXQKgJFAAQNsfgPdqiIRg6klM3XzvUc5WLHLShQEqYDgBoOvInjlAV6W4I6KgC1AQv9aasScCaKKue3VwD6B\/HDlZH8TnSwcoCzN7jw\/QEEJFSAQAygIlBdAlM9gYHqvbAMqYg55snzQDVQC18IkBChEq6MEAihB\/FkBDfPZaCoJDxUAXn6Hrn2YVXYD2+t0LB1Zb5vAgQHe0XQOfLw6gFiiPAXTVgskgPrMAZcz0uyu+Y7vU\/B4A9J3sQmuYbWdPouz7V4CKj06o1JcAFR32AAogyhYyXf4fAVQhtA1fPXs6gs4RgKZbZM5nP0DCdF2T9Z6E147YAcrGnGanyb9lQ74KZXkPoESn4fOlA5Q99CgyUwQfA2jI+QCfLAYQQEm+sEAZAGjLpMsmiTIqzR0GUMlbDlAyQnEXHqa\/7vA5AEWXQ8CENIwzkL6GNbVGOIrbYI638BkEqOGIhtDQWbv68QxzL5hDsL48QFMcTdDzZQIUxZHNpHGA2iEwBlCRDKizG2JEJpEZqA9QdLfpKgBd+3pNgCZgyTYwJ\/lLa72r2rhBwIjrArSV7wH00eni7AriTuPTn8\/a+WUB9NKPIP4mAnQt\/QIBitNRnBqp8JsA0IMzUJEMmkX7QHoAZX9g9IgNDA7iFD4MUN1ZkfVJgLJ1oJhkWx9ABgcAes+XLAYAStrHGI\/2ACH0IEDZTVPDFe0IcqXCjnd1gQrgDiF0BKCwqixAJ71B5OUC1KKOCiUVfgmAfhBviIhdA20NWAA9cg2UJyIX4o4H0FaVuAa6mEWFeRigIRqMAVQpBFCfa4Y1tYZbfy4A7SEvBFBS2\/bnGECFJR8Sp\/ARiBZAPUUBKiJPAVQT8\/hd+JkAJWNYqvaSXsNz324Bob0ZQADUA41x28KV76YAQJcOH6CYATUk\/64\/qybEHGjD7gNIAzeRWswQq797J5B3GJ9KneOMzcKkIwC1EZo\/sACKMhNE3uFn4fMAVThjXQIdRmjd+k4bhQAF2xE8xXkoAKiAik59SsBvtlehj+CzvfuiB9AA0sIK3oVPQMNiiLIic29qBmqtA20xotbgsmeRgj3P0BNaw9jDrN8BaAqkqWMwcgugKDcZjxRAR\/CZByjAnLXqvwfQNdg8gJI\/cPsQRACgGJ8MoGIR4hSAKpI+EUCjqDAePJoAUIDPFEDblz0aQGH\/QwDtYTUAUGF7FX4P7Aro0Ml4nrQF0JCeDKCIc32Aoj0QoOpe8QyAghjXrbzNAdRDKAOo8lYIoGesAw1QAsaNB1D0I2TPP8FlYwRQw6Bfb94YB6g39I5h4HYfoB\/o\/JPh7nx4FkB9iXQkKeKlwpPNQAMANWu2qYlBpK+BegA10rYBNMwC30k2Qi2IjuBzbAZqLwQSqyltOzILngXQVkUDqAU7RwcBynYr69sAnUXMFEILoKHcvAWArqdiJwNU3USyEl\/Tc+AmUh+hhwAquBdg6jhAQxgyrRh9CgkY7QhA49RW7ZsAACAASURBVD0HQ\/Ho2L2F9HwAWjPQXcPXQFsOKufPB6hMnThAMWDa4gGDzog3CYBaM9BJAO0hNITP0LtF0KsuIEI9gB5CqLChsmDCcsJCPkDfqjeLbHfhDwDURqdfX8\/6FkCfgp4FUKgeQJm\/TwMovAvvARStbFoqXrM6DFBjqhoCqEh\/M2klCVK3lfkIg08iTQUo2hBDqEUPYT\/pnt162d+dEEDFffhxgK5rgdVzFRETdPFJrXwdgHYZWgBFKT0foCJG5gJ06y7ESxqgsHnrke6DAO0\/Cz8JoHGOhhDIM1oMPXBMD5\/iwuepAG0bFEC9q5keQANAHMUnAujYCbxC4QA9C6A4nZ8rQH0aBQFqvKIiClA4A9XxHcRnDKAeRS2A2g8BzMXnyAzUvjzIbG+YbgSgWmovqfzyjwWgrW89alqjCxrgMEBHJ5ZpzBZAXYnwY+mIAZr8OANZLYkeorQA6mQASRSIFw5QG80CMhZ7fICyFnodJhb32eB57OoAZddA2cOO6aosOgjj4QgN4pO9KAc+ytkBaF9iDAEkDtOTGGlNxQLoNTUHoCNzUBYmW5rMAmjwGuhyH96ageqXhVwBoCLjpwLUYGgEpL3kPQmg1O3YzzYvbaP1AErW0q6NXP4zCaCYi1MAemQG2jtzjzP0pQNURBsLP5GLLCeyCE0AtN2tSQLUAgy5HeBdA3WBEwMo434XnnLhTGg6Bcbnqjue5wZQG5\/hh48WY7Z\/9gAqNhwGaGAOegSgzLqnz0C7CH2RALWCUPwZBOjsGegoQK33mYYBiinTA2iL\/SQ+0ReQkvBk6U9aCwF07Amlbe+BFzr5lTPzWcaKmWctsEzR32whMgZQ8NK6NQvAOHKEfSKApllbAF0Bas90RFg+F4ACel4RoMsx68h7AMV99hLcB6jHBzLEzVtsYwChFka99A3mOVSLAYIgwQZmPMtYSfNkAbpgNwTQzkghGo\/g8wkAWqfwu+4C8IQAbZkGQiAP0I1kGKBtqhcE6NZhC6BsmY3gRmvBY8v2DxK\/j5s2S7DtFgCAOgAN0YEOfBZA\/fQNZ3pq7U+zIbGfYamskRYTNAut1StLiZYUQK1vXwUG37dJ0KDKUacD1KdnAdQJS0W3awGUzPswOqcAlD02OgmgDJ\/9zBYmH+SDKWnbKQgNAzQMTwOglp3y5mkA3WxxHYCaJ\/iDM1DtpQLo1TULoBNO4Q8CVOTX0mGcPu\/fkwxV1AgDlMWxDVAPnyLjNQvSdOiUigFUMrSbyx2l2KkBCh184NdlGkAFQ+N2iBjHrwrQ8zoA7TK0ANoFKEsyEAfzAdpu3pwIUHYSfxSgBMbPEqBdhE4E6Cg+mw2DAI2YZzUCCyXhIhVRDKAtcqfNQOfh8zkA9MOHAmgHoCLJQBw8M4CK5GIA3WokIwpghQEU3ERaI3zvME5klPWCBkk4BIpKA0cQ2oekD40RfAobAhMNwXMxgQdQfBNpASiJ3FGAtrIxI2A9V4BejFIA9QCqUwwEx1yAkgYj+GwdbpsNgLLpDRlTCKBkLT45aolgkvrwwx2sq3h7DwEWMkIsCSL0MEDz6OTkCM4\/9ej6w88CdNnKAJqGXsYivYqeEKA+PQugLj4\/G4Cq\/GxDOwzQpWrWYYtuPu48EFizLrxZoMa2ooXQODTzrLDBQRwEh3MuQNXvGAboPtKgUUKmsauw0FkAfRrtAL28Bt37FM+tALRhxAPow0NDoUWPFEDJ7mU4QYD6iW7vGwNo22nbURhCZCdK5iRApfcddowAVAcDsGsPoCuFgwBNKQRQr4IeQB97WAC9mu42ejZ5AEU4gUnzDAFK0uGykL6hkAAliE9vBuoBNCk9KOOPjgzehBAKMlQmcgSfrv9NdIQAqowWAqj45URBlAJoEKVddMbqGQOowN1J+CyAfhYA3TrcEo7tJwAVt15D+NwB+tj7MYAKpsNEJ4UtrwTkHbf1z2JoD6ABTnT9\/xQAZcFkA1TYSgGUjTgA0NAMdBygl31hgI4\/LW+iswD6ZABlC+nh5QIJUJH0RqKgRIAAxQNkz5B6ACWl98EcAKgYFwZoEKOJIyIIld\/v8AC6fCDuyQCKBzsNoCFiYsMIJeq04Lm4wnsf\/WGA9shZAMUAFXH31ABd+2IClBEf59E0gD5qHKC2xHEeQJmXrLv6CeQKgOZfdCfAkMDnYYCCYCBHkEIYoFtUYRedCFDbBs8FoEF4XozzIgH6jXMTScTdHICKgNmo1AUoyvQ0QMmb1tZHoo0BTgEoTsfeKbyPjQxALYe6TXMHjAKUhQOLiqcBaIsMH6DrP2cD1GZmuM7eb9mlKguP4\/gMknPVSwaonZo2XYwIOQBQlb+aRiLT1aJnchMJ5Bm7C89q+\/\/bOxcmyW0rzVZrZLW1K4fs2V6tZMfuOCyF3F7ZPbJDstb9UOvlsbr\/\/w\/aYpIE7xsXIDKrmPWdCFtdyRcucHESJEGmEaJlkVWgPxqn8JtxeYFFKeouY9uOFGj9wHYT9AtUZIW\/3BZoHJAuOV1VbjGv5gmUZdRFRqCiP5xNoL3jT1+dXvs9VIGGHTMn0IYxqEiYpED9nq46V1FQTaBs2GEFuL29bgl3exLpx3nW\/ACBqi+HaBqT31K2G82VI4u2CLRRoTG2QPunMZ2WqrXFXfjy9K5SKGsEIdBSyAsJ1Kp38f5qQ6DKmy36NOQZtddSTAjUSs61N1E\/hAK1EsWYBUiyQySx0nVCoFbJVS8jTyJtj3KSQ7LnOoUdl8KmBLoWy+vr5AM5cHou+q7Cbiuv8dYP9DVusTezds2vzVfKp3VXdAu0FrwsMl1Vrr9mgBYoa\/vti7XsyRfoZjPLelG1eAOKhD7VG\/\/N8We3PpU7w1baePkSArX6k7gpS\/65r+P0CJR0BNFhfHuwUNjLRAyB0i+LfoGuBbYrlBRMhbGWs6z2XBK1mnW0+YOqQMV2YkSmW4TGbCVDnBm1HwuyBVqNNV51zQBvBEqyjbWKEmh551Y0J8H40NInE1RUh2Jv4sBFoMGZe0KfauBZ8aZICAjU7kuku7C+U+smYwXKyrZvBLocuByU9ZwtxJfruEQIdAl2K7tOKVFgUY7ygeiocekbLJqSCVsqDjBWoCI7jHQxbBEIVF20T1XQmgFVgc7NTr7FXrwod8N8gbJKMOtFdAAhUL\/q4gMQgXoyTErUPmtXxzMyYanOByZQkmq1kyO77\/hd5E4FKiTEtMAEWvqSL1CmTzqsKAJVp7TLVtEt4\/LRFoFe1VFDYAi3CoLFJr4+xVdog0CN37zwvWELtARjzLpLVY4S6PINScNcDswE+vKlEOip2JFA\/ccNEl3CqIuIdQqTdmODQJ2xJymBZUzRDR+kQBM9zZCazg7x5Wp90zpXVIRAjS+4hED9MWj55\/T\/5BqoeCOoEChJGUOgS\/lNgZYvBG8MSv5cI1DdvCpQs72chyGsNg2daTW22XONS30eLV+qa+PQ5g3NmBLoHKb9KKcSaDn0tKUQqG824b3WGjFWqtvztTn+DAeh7lCVdVJSgkCctA9CoF7WjZ1ILy6tlBby9GkM56Q9MwKd\/lkm0m8HfiGmtqiXMzGBlklMdBKW9KgjUF214wUaK1Q50zNnLIe0IP0lCZEy1W2NHcYWRz4FOIViC7RcrjEFerLLVrpQaA3sFeir7RZSg0A9xLcESWZtS4NjCfTN5\/\/+\/n\/\/P9+Uv\/\/165t3\/tKwfZtAo7cxkTxI6dN5Gt6DKKYYoi7QspUt0G0MylKD9SQm0OJGcgrvCXQ9\/YxcVvp0Kft6Yuo1hqdQdq\/d2MrehRpFxENOu\/OH9twh0B\/pFWbRRF66RgItMccCLZVgCJQNzEqDG5Xmy9JaHNozoc\/XVJ8\/z\/QqVI0+xSwv35xHFOh\/Pr6ZePTRqtC9ArXzTwnU+E2kdoGyMWiDQEuhYoEua6jQJoEW080FtwRKOoTSCXkOybg4ZCjUq9tisXkZeZ42EIFxpurLJKJRn7EYbEemVlKQ7Nj8wZPBvGoTU6K2BaombjGBTlnD3OIlrF9lkQA9efYLtFeiXr9M6vNYAn12s\/KLxaAjBGr3c7u3sQzZI1DjYiRRdSRQv+D65Tzzp\/YLkNMC3f70BVp2mypho0D17EZfFyaqLZk+6701J9Am0\/oJojxC\/Oan7IS4llGC9wSqRgnsEK9eEatH3\/h2jXVW6t0JlPXKtD4PJdDvbsef7\/7+668\/m\/47a3OQQM27x2cT6JqRtkDL1UlTPlHBvbebkanyvQJV3cQWqHjUiZRQuSx5Cp9GREwm5of2vIRA9br1FNFCMSTKKk29HoeEPwUpa4BWzUt1yjrdeCJuEU0e157nQJExXh1X2uNVSqBJhYphTSllWp+Hmsb0bB15fv+b1aDDBGpcNbM6HWvvSwu0XuyKQFeFMoEyo5REN5Pe6gzqfpPqpaIsWqBrdCMFWiOrT9W9lRcjb3oKVZlBrsZ5zw+uta5rNq6RVaCyycUpvBLoPI0+TNZk\/amMadjKaxDvFlKzPtXEz6RASz0eR6Bvfntz88n2z5NLBwrUfMTPFmiZSNEnUNZUSp9SMc0CFZ2LhKEEqiZSlVRXSe93h1IfbHKWk4b3Q6BtHTmpyAaFGvpkfdr\/0rVOMdcqsGaJbg2v04udwm8fn\/5vuvFI7GKna67+PPX2+7Qq0IbTd+MqhexDJgcUKJXlZND33nYIVPSkXQLtvQ+fEaiUoyFQ1YF8gZYl66nTS\/YcdE6TbIVSYDVlVDxhzUojal6oP6XJqjzZcUybtvbbMwvU7NdapTRz+Pn8qs\/oFF6kV6macn6ytdRSR0qgJQOiyjMeFtc5vkeiy4rbc\/AD9FlyNy1QUo\/HFOj0x82H+wXKqsobzZBvatGnfrQJ9ZkWaGwJo+SnD8WjLOLq4zpZnovEzeFWga4n8WcRKAs\/Fmgt6714yfeAkoJvxvZZ9ZE+g85ObohThdYFupxrbBeHSbMkBEonB4SwyjM1aU1LTyuUrEheJFJ\/lV1aoEl9smQ6qECnO0qP\/jBEoKy+vN5YGpr1NEegdlch+vQFSu611wUqFFoEyj4nE0MzAmX+sAXKTiWVQMmKIh9VlQuBspitHwwg4Z9DoCwI63NDnbU1Bgm09HjS30ntRl84TKCkKrZ\/ltQjG6zT6FsEKmolLdDMLT2Zp0ygq0QXlebtqfWZFmhJp+MIlFwDnfj25uadPzcL1G\/Nen2xBm5TKPn7sgLdlp2IBbpcI3XS1hLo9lFFoMZ3Fott+oiFa\/\/iCoupVaC04qzOags0Jccs9klK3NfJuKr0eqXQOF2UQHVdCIFOiuoVaDwKLe3fIFCdhOuT8D34V0Uabr+XqjqOQKe78O\/xP9\/5vzsFSlo0dd14a+K0QBkixXRR1map9IgmgZJxtSdQ8fo+N\/tfqpN44xqoVbeix6xFbheo9fRNPuOfM2n471a6pwIt3X+TGqnmWsy7BFpqRVSPWUm2YFlWeAKNsnBd+XTApEDVkFScET4kgU7zQD\/4+\/b3p6c59bsFmkrBpbq25t0lUE9R26X9540Cnc3yYr37LVYmt2RLuGuulkOX2NZ\/2DXlC3T91HjLpETE531pKDyBmhol9UOWil5reSC2wxCBphVqX92bBWB0fi+Nl89FPTGBsist6xhPfvGnTBlSEj0SKM9NHl5aoNZFUed2BKtBp\/ubHEqgpyeRqC8\/2ylQ4+stqsGt+Wiv6h9\/egItnd4RqF9ST6BkQ0OGLzfrNQi0rKAEalfqpQXK6ofUYCTQJRSj24\/WZ59AiQ3UFTz2yJLKDVG7z8sX7gt\/BKpUM0qidYGKFGNxLQKNT+K9u0rmzYhXma8gsze9OJZA3375mPvy9u8ugeoWNfo7qautk0uB7tFni0CNlosEyh7DIVuth2G1UEJXX\/osqe3sJrVhROTPoIkEGr3khb0oxa0iWkve50Z3XUIxe\/1YfUZzQRsV+qNxXV1Vti3QeYkv0Eoi9ypUpIOvT5ZRTQIlFWfqk5VcHeI678JPvPnr\/\/yG\/f3Z4zaBxu3qKbT0z4ECtR7vMKwtHoVkbecJtOyIrlbSj6RtidvM5KpAhV1YLqrIUgJdo7YFSkTpL1G1xFZnNWF2WVsIu\/VppMpPDjWBintKdChqvIwtI1BST8tnk0BL3tYVWpWoWNHPOLNX9glUIGpKnwbafZ9mk9UFjyXQvYQCVXXJXHbKrc07OwXKkp0cc6BAxWpEGyJxyYqRQr0ML7XBw3mpjiS6qhAoq+hIoKFYnTryBVqmZpNQtvZdPrlTgVbfpy40GknBqDBVT0SgXskHCFRllTeDSYXSdxee6VPvXF1tMhLJ5qELVGSAqM\/ntPeNFujpX6IF6wI1m3lbsu5LOIQp0hKocYXUw+4fpj6tW\/3GxMUmgbIvtUigL8UXoSNQp6NvrdWtTI6REp5CG0ahzBAlz0hj9Ao0Kruqopo19fpRNkUCXabaqXmgdX2yypHJWvWky8MVqNmuarLFXQqU\/9f6QhTSWDIyygdDoC\/pt7u5+CW7q5RIdrXPukCjG2gVgRo3kUgwkUCTPX4ITQK1TGpblJrUevSSpIpZlSyXLiPQxqumLKN6BLoN0H9UvRwCbYKPQL12ZXUqBCqevbmAQJUYCJYyhECNK\/b2CDS6L9ouUGNHiRFon0DFEvJlsh5PCdQKpd2JTZxRoOyyKPXEq2gEKsagFxBo2TYtT5VX7QJl+myaK5Li2AKNn0S60dR6DGsxnXXbbSS\/V1QFOp8WLlnOmlFIpCZQtYwItHr1xjiwu4Z2qa5BlZjeTtYZ8+rtv+SPswmUvHJFCfTMEu0TaKNCF1mUVGZ+cGZ2kGxiAiWVEiXz1vzVWiQb35FAnSzdwQMTqFCAnwdEoFNeLb19vED9R3C3U3jmBtJ2sUC1EQ09ij05a2UEqmYVrDvQKTvrkzBaoKzkJb6MQM+o0F6BNih0EQaTFKkGUXHPJeVjU6DGA8mcpjqcV2tX6FIaVi3qerCpz3LYkfq8boFqXIFuSWEplOQcE2iDPlnW1QTqZfhIgTIGCdRITybQZcrU\/I3UI1DV2+1lrOQlvpxAdVQJHWSwc2L4GFRPsSc1YWYUq9Sl\/kyBbkO5UKCp2vCenK05dLdAR8pz4tgCffvD13+vr7ThCFT57bgCnffIBKo216J0BfrCuRzqC1QotAh0nqjSLVC3x5f1dV1QbbAdRQJNdf8eegXaoM8yBrUVWr\/EXp4HZlozSj++eloFqqrFF2gpMsvOJk2q1ctuDi7QRkKBCoWeUaDztkKgUgs5gTL7SYGqu9u7Bbo9SWDZRgl0qWxW52uFsmugpJaVS+0KUB71BSpGoOKZssvo008Ww5gDBGr9yierOPpgF6l1ItCyrVH68dXjtUVNoDp8MfwkBWbdOmvOCg9SoKU\/i9wWrVnMNkigLO+mP22BxqMuLdDtHpAnUHF58MwCZVMQWYWf1nDvwpOIoxGoJVCjjtoFOl4KormTAt15Cq8UKm7JewLdmuKFkJdZ\/tEVZHybcbYkIgINa8GYPe\/rc5ucklXnwxYoU6iRFI0CJeleXgFKPnEE+nq7KFM6eU2g0VPevkBJ+a0n0iKBqqlIvnXEu0LZ1nWBErRAt\/o4m0DPKNHoS\/UcAiVvDCYJLWqDVbQSKHnk0YxgdBV5bcEUKgQa1wLTJ6uAqkCT8jymQN98\/benT5\/+6etv6qsqbow+\/doUaDFBRqDVLqAOUP5UAlXKiFyaEKjoJsI9KYUyga4VQOtvqzJymV5sXQT68qU6hW8XqAjdm0ZvCLTcRhog0Nz6kT1TAjVevp5wKEm8UlzxVW3einu5nifHYTRXQ7UuvYYQn59qLK6H9vGnmNYnsv6KBPrV78icpA++aN38RtRXpNAylBogUPVeMCFQMVfRc0e7QMVe75NAWXQNAn2u1hbXQM1CC4GWIvUrNLnNAH1aUx4bFUruobAMaBIoiyZdT62VOVqgZBe+QJO2PLpApx+EZ7z7h7Yd3Ig6W5rK+V4tJ\/GXEqinz\/MJVA3odglUVJsh0FsGCFSh9FkT6AtnBJowInt\/Ql0NQwRqW7SuUPrOu20eOWnyuUbYT9Gd2or0BRbkMIEap3t+\/Q8RKEvKhynQbx9P0nz\/ycwvpz8efVLfjOAI1Dk\/ebXmWyzQVPaLnZ9ZoMov3B3GGNT4U2VX+ZM81Wn0jT6BJp6Fz1SCHn+W+l13U5bvEWhy5ZECNSSaGIeS9NsahwlU\/JanFKgTURx1lT6Bzlv+FP0m\/Bo6ifrVq1ig\/fY8lkCnnzJ+9HvywV9b36f89oZZgijg7AIVY9BWgWbsIQRKtokEKsagKYEWagIlVT1AoLVKOO1CWNsQaHwKf78F2nQ51FJoSqD0wZKxsI7DPo9agHy61BkL\/eeFSKA8hUfoc7HDgQT6TOly+XX4PFmBsgvPFxJoZM92gbJtyG6KH7flKYGSucRCoMZ4YZPWc3a+fFqsBDqXfIhAZa9Yu87DFCg\/md1OZ22Brk80nEWg5rP1bHncAmTLpQqUQO0R6Lqxp89+hR5OoOJnjU98e3Pzi5a78Teis8UCXe55sEnedyzQyCEkEwyBLt2kR6DrHA9LoGay3xuBrowT6Lo0uXpFnx0CtV+ikVLonHLsKijJjJlT1ZxDoKK62AEa6r9BoD+u8Ubjz136PJZArefem5+FF91tqYhGgQrtpjPfFuhqrDML9B\/zxKEiywaBMhM1CJTsZl71FHG5wOAK1K+NOxYoWZrq7741y7s5Bgm0NieSveiOfL8Rga5fsCmBtgnWqN1efS4ClWfvUp+GQJ3hJwS6T6CnqjBTfWlbJVA1bm3T5x0KdI3AEigbLwofRQItp\/Bb3uubSEygr17FAiU6P59Aty\/PEL+DV3u8O+aULj2zQJ0xaPl+Y68luJxAvWVkqVNfJdqfKUa0yec3+wRaOI5Ab0\/hH8lZS82n8Kwflm5kNtdS+dvbL0hvv8MRqG8RLVC6lVSQI1DLRzWBsuxn50ukULFASQFEWWr6ZMtSAi3LU\/o0Orrq92l36nToEKjtUF+g5G6SEuhUH30Czetzri5xL70mUL\/+SqiWPvkNpOUAWz4OluexBPr2U2XL6bLoey272CFQNly6U4F6Kin5IN7MwU7hiXiEc+oC1VlnZL8n0GlJiZiZ0R+B1mM+q0D9EWjs2tCh4vfW+yTaOAZlb2liJ\/FMoHNTvFrPyMYJ1K0sp8aDax8lUHP8uV2u0D+xB4F+9\/jWoH8mH3x\/6081KA25ET66E4FOu94jUMckLQK1rNMnUGNoxteuCXQ7Up9ArQIbAn2xzqUgD3qm9Gn09J0CNY16ZoWK89pX2yNJ7QKlHaRLoWmBmnFH408m0HIECHTh2Wnq\/JP\/eDrxx3kmfdMsph6Brm+\/0Kfwzdm\/W6DKplWBspeTnEugSz295hmrBLqMWy4gUCPPX2yT0VpHoKYAIn022fOCAqVj0B0CLS3Z4c6KQOv6jMaf4m1+LB0tfT44gb798rF4lPPRx2072AS69lxfoOUZhmECJSfx7QJlKuRRZAVK1ZuwEku0eB7oDoHWroHWr4LKArPykfHHOn5PCtQzgej6pl3aGaLQhpN4MnuOCZTcVE0rskqTQKP6aD2Bj6+APjyBvn3zOVXoo49a38jUKtDS3\/2bSHcsUGKVMwvUyrrGU3hSoTsFapbeFih59qZJoP7TMMafkh6HNmZT7xiUmOUiAo1q1hOoCFL8fAcTqDXIZj9NCoFy3nz19PMnT5589PSLjvfZUYGSvhRMZLqMQIUn2mkSqGWk1UueQlMCVTeRLIHSKYj3VaDm81VXI9DyBEddoAM82iZQVg1OgNH8JTb+hEBHIwVann+MBDrPCjqqQI0VxwpU6CQpUFV2MZG+IlBjRqxdvl6B+iZQEVtcQKB9E0LnLHzNH4GrCHSfRP36tT6s69O+f0SHn1mBDtAnBKoESkR3SYHu0meDQI3ttKv2CdT+SY9ysdQYgcYCLU8FxCNQUTrSM4tA1xX1KhmJWp3f98adKbQ2CGXvFRECLZe0iEBLTzCD7HOo+2HpUtGXQ0Kf20uYINCRDBVoR8L7Ak3chb+0QG19NgiUaYr0JhGxEOj8z+VYzx2M8puDz9KJmEB7roGyO2XLn5E0LqBP26K+QMVbNpRAyT2ByJoqzOpKtYpmAmUhGTHo8aepTzb+hEAHcaP8IQSqWoEItEz06B2Blm5CBEqfqauKbrRAxQguKVCSec7J2MvtRXLaRmoMaghU0C5QVaABAm3jXgpUvGfDEOgSeFKgrOzRij0CNctvXf\/cBErKsaWiI9Ah+nxwAqUvnrlXAk2q7jICpbMzqwI1ukK3QJ3jtQrUKFCPQK2p9Nch0J\/mC6GmQEvpW4OMVhwkUP\/2Eelh2xFLnlbSGALNcrNe7KkIVEwkGy\/QkqLqiqCvutrySKCJAe7AEeirLXuFi07\/XJ2oJdg4AlXbeV4kAo08Gwm0lTsTaO4kvjzTKXL7bgW6VkGDQP8pxp\/k9B0CHU72FJ6MQcWvoA0U6GkX20PgFcOFi7cRoxrRGsM2bwf910CtLqIESmXmlHA9cDm+cUfJFmjsxT6BNksz9Mt5BGrfbPFFWnTDr4Iu1Vle75i8P5Szp5UddmU3CDTSpxKoJdEh+oRAmUCV7F6vSSa22P0svCFQ33B1v+YEWruIegGBLqksymIp0lOnFOiL7ZaT58Wl+zQKtEGUaUYpdFZGJE\/bpOsHSzqS6ylbZvsC1Z5kJa+HnxQoK\/XPJo4+xZEs4Q1052lvEOgdCXQh\/Sr2pEDXc15PTtNH7DKwJ1BPn\/dDoHQtWbC0QGOF5pTYxjiBssdz0gr1BTpXjZ4zIUouxNoo0IlLCJSn4FkoSQeBvqyfwl+ZQL0dnEegy7IegWZO4WXBjL55fwSaUGg6m1aRtoxA2Q8eNwl0KXsUTSb8SnUbAjUUKoNZ+5Y6xrnlCYGmR6DELWcUaCTIgQK91Ah0\/t9rKtBXxjVQrzL0rQAAIABJREFU4zaSPrzt2Of6FD4j0Pt8Et8k0IRCnaugvkBLQdujqa1erWxToEWi839EKKRviaP49oNAezmmQKt6HTICJePCSJ9iBJfqGWsHITojxbGcaGCEUQRauwfvCfTyCq0KdOwY1LqPtCnUvAZaitkeTbxyoqrX8P2yqzB4b6XHibQHgfaRP4VnE5nGCpSlVHoEGtsvKVBjy7IGU1RaoI6vCKWDlMVCh\/GxlDlJGGxrv0gl6ZlpL6BPZZaEPtM5VR17xgKdE3J7OdbzObNJQdPRpfQ50SbQ3M\/e875Kj+IpDyPQfvRE+lOPmhvQEOiPNMXK+mMFmhge1uaBChGpIZ3Yuv11dlWTBmlWXJVKZ1OdftRiN17vtAs03pgKyy2md9oUmpJnVqBleD4LVNucpKsTRbI2WgWantLKSlAT6D57yuyFQF+sRjy6QBedODpMCVRMraxKNE6ztbZk9hnmiwQaRS12khBoOdLZ5RkTvaEjtmjanp6C\/rmO3db8fjmfB83T6LVA6dz0V0YpE9HOW1b0WReo\/QB8g0DnN4PvAgJNCpS9taZ0ZDZbrlGgSqFMoL4fE9QF+pye+dq7sLUaC3S9WWSnWRHoOkHVKqGxX0\/9dsQDBNpov3NgicvLo3MIlHYDewRqlzkVXFWd2\/4igRrjT1lC0egiI3fKEwIlL49d++EOge4dg55RoMu1QkehLQKNZ9R76SrOmCOBrgepeV9GO1Kgd6PQJRksdcYSHSRQ8iOdm0BLVpMS7sTXZ69AaQS8Q0Gg56RFoEV2xxVo0keBoGyBknRqF6hXLhe\/cKo4aYHeuTtf17wZ6HOvQPUPJLFZu2vpShmjEFKRnkegpEuZB9L5uGYiBNpL9yl8ubE9XqCpu\/DNAk37iOyiXZ\/qtZujBRrb3ZM5BJoX6KLQtVJI6VIhpCJtFmj1Pny\/QHcDgd6ZQEuvIO2dvImUFmiXk4hAiZz6BGr\/pMf2kP4ueYoStujzoAI9xym8\/SvHQqCkjFEI9TAje8rq3yKujEFNgdrNPhbVGx62QNUpvD6JHy9QlluXF6h\/V0bpqU2gTqotfzQKNA60FMsuyREEmtTnRQT6ek7y9ro4n0BLkLFAL6xPCHSIQMt7u69XoOvZtsqXboGueyxl6CsjK19KoCLxjfXbpDGMywg0UpD4jbmz1cRazQmJZhTK9H+XAp0y8YEJ1OiSaYGWvts3Ai09gqUVE2i\/QpsE6k1jYo8lxd60pOWkGvlDlGCUPv1+afykmNokKQH17beb7BDUSK8mgVZeDLoKdK2LUi0jfbrtqyLQjEJLyYlAL6JPZc8HL9ClNwbvY7qHArVWaxSov4szCXT9oKV49SflrVKYRfIFmhSAaryEMOKdp\/W5+0aSPQKlP9JJBMRUlKyWRG0kX5rAqoYGaY8\/PYEOtaaR0hBoRqANI9CUQu+ZQKPpQUMEOmecSL+G4nnoAkW9UmW+sUlVAKSl66bwxWDtr1efDQpNCVS88cUIwgqk8WslvXsSuIihRLV2Kb3bQbY00xkCrQhUKy8n0KpDyYqsvYcKtI1GgVoeVa5iA87y5\/Y+D3bwnkLHKtQMEqj69suaITjCWIEyuyQlugp0SXMRh1e3ZhCJOqzVlN6rL9CtU7E9ns+dMo1KQkKg1RGoeOfcvRNoj4eMYxmeskQqcoqZiq1B\/hDvsFsP3lNoqxx+Xx92DfQOBZp6oFOf4mYUSkZypkBP9SSqy9Rdqg6NmqpUeJNAfeENUKdKo5KQD0yg0V14+1mk6fMBp\/ADBEq8cy6BqmlMFX2unUskGPmDJZ84eE+hqyI39DnyGqgvi0ig5nF2C9RQaNsYdJWRFqgvkYz9Kpi7sEa2hkDt19CbRY7T1k1iF0uf\/\/jHAxSoeJTz+faCJZWtRXfEcy8W415coOS2ygCBOn4mYUplcRlWUkxstWZdouDlmyK+iaQ7dEagaptkn98tUHWstD6TrxSJ9ek5lAiUxJHRTbr29GqZrSsC3TpV2V8iF2vhRDFb+oRAEwI1fvigR6DiJlKPQInhmE078HbPPMWFJW8H6Xycc0uk2bJio0CjouX16Qi0XZ+7BRrvsVegg95st2QniWOtNL\/Jo9gS4afqnio0PIUX7jO\/xiOFJgTq6RMCXfrkUQTKNNNPVZ\/9Ai0bMN0Z+mSHLf+uxc0OnbOnLHCPQBN34Vvs+fpOBGpIlAm0pCa7GOMoKK773QItgYtiE4GW5mCNHekTAt3LJlCm0H6Bko6Q1OcggfbTumtfoOxz4cwt0XyBikJ5pdNl6dPnfoGGK9yFQNsV6lwFJb8qVAQav8ewzaJGXdWru3IKTwRqulPkr69QO2tqAl2yEwJ9Hgj0J\/azB\/RHde6hQJOzLJO7ToxAHYGKt0L5Ai0HjqL2BJrW5\/EFeqkx6BziUmWkuuNkiBugvaJJ9WQEWo5m65MX2xJolDlWEol+BIE+rwl0\/VmPkkxDBFpapmq3rECTpHZNg9V5JwRqJa1hUz+qpEBZYVLyFJ3K6DHNPdulQZ4sb\/Y4tF2fzhj0n0KgrMLZd7Mrope+gFRN1OudCdTzfal20dZOOjvlrj4OYunzIQtU98+MQMW0CCHQ2J5coeKiTdVuOYGaiWPRIFA\/78jNdZJfbAdsV+uBdfXXEYXSOd8k0LThemmdWbpHoCe\/7H23SFWgrGlDFbmIqq7XfItAXcdZ6RwJ1Cu96eaHKdCpC\/sCndrNMt8RBJomtd+aQO0kY1uzva2H7RGoeMMJz\/lIn+a1hvH67NtNJEtrlTi59ghUv6BenMJnqFW7brFq1WxxaYFutaQF2jwCTeU2BDrhjEDpGPRsAmWvJ7EFmtJIXZC15WmBtmQeza\/yj2X3q0DFxZM2gbJyMGHWBVo+GD\/27N1jQqAND7o1aDQS6E8\/EYEuFddgUQ+j9vW7Q8wBtyiyNf6sn8DT7OkQqAhGdCUIdKlf8jin4T3y01tzK+wUKGmfyG09Cm0QqL\/6miv5vDOSlxWaCNRQaGRVViTRFcmfUdKrDhyKrdmcIwXqrXROgf4XfaqTCNSuzBQ8kXgCiZc3+wI19Eke3icDEc9wMqHbFerFVXL6gQnUH960C7T3hXb9Ao0f3rH+MFdO6HjNlpasO49AWZFIHzTGm3bei22SWrt3As3k2E6BznJ6tZ1thSrhUgkFZkp0qS9fn5tAT4VeS0ieD1QCrSV0u0Bl4GrHEOg\/tt\/pWBq0Q6Cp\/D6TQNnnNTMaArW2UAL18o5ZLBbo\/6sQRmzK0BKo6t5im6TUegS6T6GVlTLf0H0C\/flnMgZdHu2JVWMItIpqEV+gIhr2iCqZm23Mnk8cfKdA1TEg0KWGfYGKX88eJNDSkJbbVPkihTYKdFnL+cPKOD\/zhMWYdkVppn+OE+h88ES6i8KmlVb3326BJo7XNP7sE+jPM6ulyu97xKpJCVTlImsVJtBkKGtnfM0GIbWSRGmcMCoEunEkgSr99ArU\/kgcM865XoGKUhBXJgXKClRJdCPdVWF3Co0yQKBVLi\/Q6TbSa\/\/SSEYpIp2tvJqbw75i5oey9qHXdPxZLYmfxusc5oZQIVB3gBO16HkEurScyjhbab5CzyfQ6uvs1Jm0n2g9AhV9IO7VKt2tkqZ9VZfbtQr0R3WRqVbRMiFVMuvMCrubHcrWFV+v5avJjR5Q5bH9KQQacmOP4S4kUPFsfWkikW49AmVDVWO5tUmQ5VSg0YVQ4o4mgaZO4UUP8DsyBHoGgaZf7hY3uZdcpbuxkruBkP5T5i7ZZfAf4syRCJQd4IEJVMrHaFFToOQhYfJAC8vx+yFQg3aBikxZ\/7C0JN5gTnKO7Y9MpJ9NOVqg7Ikoo5yXEOgIZdoFyuRWVqCGQuUkoTW8VoGaNxF19olJ1\/UCt+hzL\/lYZyDQUnHROQV5RKNfoOIUvk2g2yopRcZLyyfRIEH9oROM\/QxZLFDxKGdNoLxx3NP3ZdkL9l+5QYPhGgT6Wjm025P14szp1fs8kvHuZS3Q7U78T\/UxqC8UPw9JOjQJVOmzlIBlyCAg0AgtUFJtxxeo7dGaQIu9RLXYuS\/UxDyyBqSzjkdQFShrnJ5u7D1BONZv2wB87H4LP0r69BkLlEAEalwHZW3sY+WNSCIi0Iw8SccR+iRpMggINEIKlFXbZQVK2ke45egCtfKOR3B+gV5Cnyvn2a9y50UFatxIEl+SPlbeiCRKCtTRpzxKbLhmIFCfKxboMu\/JyFd7m23ZGUeg4u3KSYGKxmmVJ9nmIgI9D7ZARaKxP3YJdPtRpZ\/U2TJT6AUEOn3IOs2pQjx90lQZAkmxxKVWCLRUmj8P9H6cwnu3i\/q2crYN1t2qjAnUG3rGR\/MFarSML1Cv71gCvUMbNuPrk+VaSqAKb+ypXtaRelRWEWVPuZDuC1R1mak+XlF9kmyiO70bHrJASTUcSaB6Wb9Axbb+Tsoz9rTG7HfoLivEx1IKZQemxwi7L5m0L1rzuPasyNPNtnaBrn+Sz4vD+gXqtT5p2qRAa\/pMCjRV4DTiaA9SoHYdpwS6mu8OTuF7BLpNIGKp5m\/rq9YSqPEepEigvkJZ6V+IY7jd1+s7QqB3acMOzi7QotD1RR16hbRAfZ+yxqEZ+SISqKPPchSRSc9Fxlh5kHV+jfJlzT59gAL1qjopUNI7WbrfL4EuqVYTaO2I7CAyVzsEakYqD2+lv+oGYmVRrOPqM\/2u+kEC3Uai0mMJgXqNU2NqHjKJiZRB9BRTnzprnBw4g0BV0kGgpcKvQqDzMtrkL4xv6oRAjedKpLLmevAytVGgUp9GJxDpnBLo2T13xl2fS5\/Uofxs3hMoaxD\/EfKUh+ZN2SxQIVBWs6\/KlTNXn7m3LaULZyM6RwECLZV+fQJdm54l2pJMfjauq6qD6OwZJlArNevy9Dfo12d6u9LwHQfJ7jqp0JosrTU6BKp6TKel\/Gn0Wy\/Z2kLeeq8I1NHnToeqLC5LINBS7dHbmAYIlHS43QIVyxsEWjLJOKjIEHXwZLaSw7K9krtUZIkv0Ew622Wp2dNb1nDaL2zWaMjWnZcjWAJNGnOgQCNJkafDPGvVBUpaI9KnOoHvtuc2pq7n3POHPgL1byKx9xu0CjT9w8ZJgQYzQeUyX6Dz7nsE6lPrScsyK6La0cIkf2HOWrJK0H\/ufu8E6i9Ljz+TEjUFSg1WafYQsbkp0KWXkIZg2zqpTrKmoQiVLDJTD9dA74VA5+xgjeUJtOFue4NAp4K\/GCRQdZ5dsi+4WdQi0PKxswY7\/FKt\/jAy48b2U\/jxJ\/H+rpMj0JECNd7ckbSm5yT1G+LW60KidyuYKZM+vNn5w1WjAz9IgerOuHa8+FeRLi5Qb6Qp2lJtQeJaXbZEHAm0rOTkatVgLAHnPSZ+7CiNedhXDlpLufPz9OC1qs\/eUXC0TzbsJcnF3NcnUPXLGXMMegya8mVkMec3xEn3sN4wW0sKdiRvakhGoPbay7FUJh5PoG++\/tvTp0\/\/9PU3Hdu6TyJFD3OSdp0rt\/RbkdJ7BOqPQYlvPPP4Ap2bXgjUu4kkHuaMBBb1pmWJL9D1s1KChDnNEzVPnsSiKbV2e27w6DMaeEa\/HiToFai4FT4dWJ5J50QZIbva+p4pW5\/MZWl9+kmZXN3Up83BBPrV7242PviidXP3bUz0NtJrkZpCoDOkK6YEyrpGg0BTAzb1FKYh0NMyJdByeq8O0SdQ67AZoujEkarWrFv1nmGYUa9hrtrvTlug4kkkdTadJNqCdTUZMTtazWJ5HzZfgkjKc+JQAv3+Nzecd\/\/QtgPnjfRrtS7diyUn+2pkOaIEGknUEOjSkMMEaucW2TU7ha+lRo9ARd4ZMbTFZh7pQQu0rtCO+fSBQF\/XX04vEJVtu8m7z7dtYeVaPTdSQkwEcaUC\/fbxJM33n8z8cvrj0SdNe2gRqEjokg7iFN5IaSuvxZ7IVOQBAo3Mw3YtBBolR1KgLB\/rArXirB\/H75\/XKlCmUPK3Wm20QE8KpeddLQI1q9ty07oyqwa2tp1rHkkV1la2N4m72oEE+q9f3wrz9+SDv94K9Z2\/tOxihEBJrvj5P6dgTaCyhUYLdNUg2Uk5ha8lR1qgJCdFTF4MUTBx\/1AavAqBGimklzsrWg5tEqgS6TIGLeW4kEDF2n6uVbMwsmEmCrnbuKsdSKDPlC4npX7YsouKQJdLMwMEqpK7QaCme84kUPLIfNly20VGbjQ1VUzpCFJ9wtDglQi0Nq80FKgh0bRAjcGoFGhaoX6NK0OR1V+XQ8hVw3QL89Df+iEL9M1vb27kCfu3Nze\/aLkbH\/wqZ02gQqEVgc4J2DcCVebpFui6cyFQcgqvyvCiV6BuOIkY\/H2NFei8xVlFuAtHn8YaVYn2C\/TkUJKy4lXGQxTqrxyqLM8wgVa72nEEejvcVOfr1mcRFxRo5hqobRzTPZ0jULrfRaBeZpYtt11UPedOfZcH7hNo1OXmum\/V5z1G5dsyITRy5k6FCoHOP29cBMpmZibEE9V9w+qRzvrxDh7pM9XVHphA4y48QKBL3t2hQOe77WzHQwRqb+Pshh82jsFMd531jg7vg0CL8Hbvh+izQ6CtL6gnL6IXAiVj0KkkZGpRn0ANVyVXGyRR79D+sZLd7TgCvT2FfyRnLTWfwvsVMdcyEygz32FGoL0CNR62UBXk5Za1RIcg5+lXE32gQHeq7TJQgTZ50069qj7FLaSff7bGoFNh2NNIvQJNKvSyAvVHvF7vEl3xOAJ9+6my5XRZ9L2WXbQIVLhP3Cf0BNo+AlX2swTkl9toYkN2tkDnf5ZPlu22+lAVFOSWWmII1HuDuG\/NQwmUpMHo\/Z1DoNsINBTo9hs01dbKNERiZW\/3gwQaH++KBfrd41uD\/pl88P2tP9WgNKTlFF4J9DW9H1l6JUvd1ET6eSd2QzUI1G\/iJoHq5NxqxKgiN7fUkmgE6uX2uQQ6xGdtuhu8u1ECJQ9s0o88gf60\/bZHor2aBNp80XSXQv3DeofwepfojgcS6DSP6daYT\/7j6cQf55n0TbOYGgSq3HfK6ppAI+6HQMl8I5U5bASqDnDXAnV+Je5S+ox3Y5ms\/Rh0m7MJ1D+f\/3mF\/Dwn\/XGkRGs1CDS\/pmG3OxUo++BIAn375WPxKOejj9t20CVQ46kM0jN3C1RYxxaQWWSviWsCXaYxqcwZIND4qQBrX0l5Gpn\/ujRJSLvHTKq7GiJQ95HNKsY7GWxN2go1BEre0Ll7GpPhq8zK4U3yPoHGh6gk+dEF+vbN51Shjz5qfSPTOQUa6\/McAvXvFPoCnUsfCrTcTbpvAo0mMvkmbfeYQW1XvtZa6B+Bsm3GCjT+dTm\/eWpKtJroXAKNyugdwOtbgmMJ9JY3Xz39\/MmTJx89\/aLjfXbW25ieb\/psE6hI9JpAyRX5RoHSonJjea3KZhKTnbFroH5qmrtPCrQ6kd7P7cb+yfqc2f12CNTs2b74Un6LaPOlu3uZi4Ym06fwagTa3kSjBdqnT5Fm0SEqSW5wOIHuInidXU2g7LngHoGWZB8oUK+ZfYFG10DZFmrnLB\/JfCdjmRHDP3bdgTf7ptPn7NXacHr2DvvVjjhEnzobbVvWBUqugjYItNoWryyBOnUf2q2BWhmjTpAAAmU1bd2FF7eRSiuozB8gUIY4d\/eEZmy5W6DGvnVqOstYYT2BeqVo6J1Gf9shUOvNFhcU6A6FmjtpFeik0MsK1FMoBHqPcX+Vc61pCFTRLNAoKlbZVimaO2SCyJrL0m1Ve0t\/Rx2WG2xSc\/NdAmX34YcK1FrdaRe5vsgsL10VEOhA9gp0rXDS8PdUoGL3vSPQF3WBqmeKxM18v2B2ho\/WZ02gYlV7S29H\/Z4bJ1Fzu5ECTSu03hS9AtXJ7vXiWmZFBXp4Ao2fhb\/RRFUvBGq8k36HQEm6zztJNdWdC7Riv\/VSqVWdZhhevZ9RoZGn5uVsZXtbb1fnEmifQnUuNgk0nglaVWiuORICVWvbqe714zmnkl\/MEOilBLpzBHrNArUxw\/DqHQKFQCHQ2VqjdxjR\/DYmAAAYyGinXfYa6A9f\/71p\/fHx3iMQ3EG55tgQXOsuh+9xJGjNo3LNwV1zbAiudZfD9zgStOZRuebgrjk2BNe6y+F7HAla86hcc3DXHBuCa93l8D0K3nz9t6dPn\/7p645H4dGax+Wag7vm2BBc6y6H75Hy1e\/I\/a8PvmjeHq15VK45uGuODcG17nL4Hje+\/42YQvBu0\/vo36I1j8s1B3fNsSG41l0O32Ph29PLQN9\/MnN6If0j+UvxFdCaR+Wag7vm2BBc6y6H73HlX7++FebvyQd\/vRVq0zx6tOZxuebgrjk2BNe6y+F7XHmmdDkptfFHkdCaB+Wag7vm2BBc6y6H73Fh+g1jecLe+rvwaM3Dcs3BXXNsCK51l8P3uGA99976LDxa87Bcc3DXHBuCa93l8D0uQKA1ENxBuebYEFzrLofvceH2FP6RnLWEU3gKgjso1xwbgmvd5fA9rnyqbDldFn2vaR9ozaNyzcFdc2wIrnWXw\/e48t3jW4P+mXzw\/a0\/1aA0Bq15VK45uGuODcG17nL4HgvPTlPnn\/zH04k\/zjPp22YxoTUPyzUHd82xIbjWXQ7f48aXj8WjnI8+btwDWvOoXHNw1xwbgmvd5fA9Et58ThX66KPmNzKhNY\/KNQd3zbEhuNZdDt8j581XTz9\/8uTJR0+\/6HqfHQAA3F+u+fsGAADOCgQKAACdQKAAANAJBAoAAJ1AoAAA0AkECgAAnUCgAADQCQQKAACdQKAAANAJBAoAAJ1AoAAA0AkECgAAnUCgAADQCQQKAACdQKAAANAJBAoAAJ1AoAAA0AkECgAAnUCgAADQCQQKAACdQKAAANAJBAoAAJ1AoAAA0AkECgAAnUCgAADQCQQKAACd3CuBfv+7xzc3jz74c9uig+BH8Obz929ubv7tOoOb+e7xzSeXLM9IgtjefDm13Psff3PxQo0iCO6rw3e5iX\/9+p2\/GB8P88l9EuiXtzFNPPpfLYsOgh\/BuuTm5ld3UbAR1JrnX7++OaxAg9i+W1vuXauPHgE\/uDefrVn54V0UbBRvfntjCXScT+6RQL+9KcjOFiw6CH4EZMnNe3dTuL1Um+fTa2y4zZ83N7845hg0CO7TbdGBDfrmNgxDoAN9cn8EOo1S3r0dUn\/1GxVzsOgg+BGclnzxdl706A93VL5dVJvn2+N+81Wy8tHH0xWYxweVTBDc9OUwneB+\/9ujZuXE7fjTSsmRPrk\/An22fo9PUX+YXXQQ\/Ai+LePOadEhh6C15pny9agCjbNy6X3fHnQIGge35OKnB+1yt\/z1dIqgFTnSJ\/dGoLexrN90t99+LB+DRQchiODTTS3XF9y6\/J3\/fVCB5rKS\/PNIRA33aVn07UG\/1t9+fzu+vPngN1qgQ31ybwR6O0xZQ5H5GCw6CLkIyFpHohbc7ff9J88OKtAgttu+d0yxFKKGuwKBPpuusFg3kYb65N4IlLbTp7y7BYsOQi6Cgwq0EtytaD58e1SBxll51FPbhajh2Cn8IZvu7bNHv\/rGvAs\/1Cf3SaAlH5\/5qXrMnpiL4KDf9XFwtxl8+61wzGYLYzv9eZpO+G8f30HJBhA13HTd+nQT6XcHvb779u0PU7EdgY7zyb0RKI1EfLkHiw5CKoLbnD3i5YlKcPO54FEFGsQ2Bfbs0PNAw4Y7XUE8cHALlkCH+gQCvQSZCKYpa0ccgMbBLR9cp0D\/R5lNeMjJdXFWThOYJj445vhzAQKNFx2ERATOlN8DEAW3Xta9PoGephieznJ\/+Oygj0CEWfmsfDk8OugVihMQaLzoINQjeHPcCctRcJ8u6XulAv2wLDli20UNN\/nzV39fvh0O2XQzEGi86CBUI\/j+sI8h5Vru+gQ63b8td1eOeac6CI68vODLo54ZnXg4An3Qd+Gndxsc9lq9H9w2VfKYzRY2HH1C55hf63GXO\/jMwYWHcxf+Ic8DPZ0vHfZavR\/cdh3tqG+lCBru2TUINAjuE\/LvAwa38HDmgT7gJ5E+O6RbCn5wxxdo0HC0Gx7TMUFwx79qtvBwnkR6qM\/Cz4+cHfBLoeAHd3yBBg13+3fpmsc8LwqCO\/5J34Il0Ot8Fv6hvo1pytV3jv3W70TzHPUaaBTbNG937nxHvc\/iBze9zW5psINOMVgwX6h8lW9jKi\/G9N4Hai86CH4ER33+iJBonsMKNIhtksy06IfDXoIJgvuUTmM64iTXBVOgI31yfwSqXxO9ueUK30i\/BsdPc4\/p0qDlFg4r0Cg20nRHvK70NgpufofrzGHnh7zlAj2LT+6RQN\/+p\/ihEtIN5aLj4QT35rdXINCo5WaOK9BMVh73cUc\/uC0xD\/rlMGMLdKBP7pNA5U\/l0W54db\/KuQRHv+mPK9Co5U4cWKBRbD98\/svbRf\/ti7sq2n6C4L7699OiAwf31hXodf4qJwAAHAoIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQj\/rSVAAABMklEQVQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADqBQAEAoBMIFAAAOoFAAQCgEwgUAAA6gUABAKATCBQAADr5\/1eiwb+wXolkAAAAAElFTkSuQmCC\" 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\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AgWYBAowCRRgEijAJFCASaAAk0ABJoECTAIFmAQKMAkUYBIowCRQgEmgAJNAASaBAkwCBZgECjAJFGASKMAkUIBJoACTQAEmgQJMAgWYBAowCRRgEijAJFCASaAAk0ABJoECTAIFmAQKMAkUYBIowCRQgEmgAJNAASaBAkwCBZgECjAJFGASKMAkUIBJoACTQAEmgQJMAgWYBAowCRRgEijAJFCASaAAk0ABJoECTAIFmAQKMAkUYBIowCRQgEmgAJNAASaBAkwCBZgECjAJFGASKMAkUIBJoACTQAEmgQJMAejVUHhLNud4AAAAAElFTkSuQmCC\" width=\"672\" \/><\/p>\n<p>\u2003\u2003\u53ef\u4ee5\u770b\u51fa\uff0c\u5f53\u53d63\u4e2a\u6210\u5206\u65f6\uff0c\u56fe\u50cf\u5b8c\u5168\u4e0d\u53ef\u5206\u8fa8\uff0c\u4f46\u8fd8\u662f\u53ef\u4ee5\u770b\u51fa\u539f\u59cb\u56fe\u7247\u7684\u6574\u4f53\u8272\u8c03\u3002\u53d6 18\u4e2a\u6210\u5206\u65f6\uff0c\u5df2\u7ecf\u53ef\u4ee5\u770b\u51fa\u4eba\u7269\u7684\u8f6e\u5ed3\u3002\u800c\u7ee7\u7eed\u589e\u52a0k\u7684\u53d6\u503c\uff0c\u4f1a\u8ba9\u56fe\u7247\u7684\u7ec6\u8282\u66f4\u52a0\u6e05\u6670\uff1b\u5f53\u589e\u52a0\u5230 100\u65f6\uff0c\u5df2\u7ecf\u51e0\u4e4e\u4e0e\u539f\u56fe\u770b\u4e0d\u51fa\u533a\u522b\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<\/div>\n<div class=\"section level1\">\n<h1>3 \u975e\u7ebf\u6027\u7279\u5f81\u63d0\u53d6\u6cd5<\/h1>\n<hr \/>\n<div id=\"isomap\" class=\"section level2\">\n<h2>3.1 ISOMAP<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003ISOMAP\u652f\u6301\u7ebf\u6027\u7a7a\u95f4\u5230\u975e\u7ebf\u6027\u7a7a\u95f4\u7684\u8f6c\u6362\uff0c\u7b97\u6cd5\u9996\u5148\u786e\u5b9a\u4f46\u6bcf\u4e2a\u70b9\u7684\u8fd1\u90bb\u70b9\uff0c\u7136\u540e\u6784\u5efa\u90bb\u63a5\u56fe\uff0c\u8ba1\u7b97\u4e24\u70b9\u95f4\u7684\u6700\u77ed\u8def\u5f84\uff0c\u6700\u540e\u901a\u8fc7MDS\u5206\u6790\u627e\u5230\u6570\u636e\u95f4\u7684\u4f4e\u7ef4\u5d4c\u5165\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">library<\/span>(RnavGraphImageData)\n<span class=\"kw\">library<\/span>(vegan)\nop <-<span class=\"st\"> <\/span><span class=\"kw\">par<\/span>(<span class=\"dt\">mar=<\/span><span class=\"kw\">c<\/span>(<span class=\"dv\">4<\/span>,<span class=\"dv\">4<\/span>,<span class=\"dv\">1<\/span>,<span class=\"dv\">1<\/span>)<span class=\"op\">+<\/span><span class=\"fl\">0.2<\/span>, <span class=\"dt\">mfrow=<\/span><span class=\"kw\">c<\/span>(<span class=\"dv\">2<\/span>,<span class=\"dv\">2<\/span>))<span class=\"co\"># \u5c06\u51e0\u4e2a\u56fe\u7ed3\u5408\u6210\u540c\u4e00\u80cc\u666f\u4e0b<\/span>\n<span class=\"kw\">data<\/span>(BCI)\ndis <-<span class=\"st\"> <\/span><span class=\"kw\">vegdist<\/span>(BCI)<span class=\"co\"># \u8c03\u7528vegdist\u8ba1\u7b97\u5bf9\u8c61\u4e4b\u95f4\u7684\u76f8\u5f02\u5ea6<\/span>\ntr <-<span class=\"st\"> <\/span><span class=\"kw\">spantree<\/span>(dis)<span class=\"co\"># \u6700\u5c0f\u751f\u6210\u6811<\/span>\npl <-<span class=\"st\"> <\/span><span class=\"kw\">ordiplot<\/span>(<span class=\"kw\">cmdscale<\/span>(dis), <span class=\"dt\">main=<\/span><span class=\"st\">"cmdscale"<\/span>)\n<span class=\"kw\">lines<\/span>(tr, pl, <span class=\"dt\">col=<\/span><span class=\"st\">"red"<\/span>)\nord <-<span class=\"st\"> <\/span><span class=\"kw\">isomap<\/span>(dis, <span class=\"dt\">k=<\/span><span class=\"dv\">3<\/span>)<span class=\"co\"># \u8c03\u7528isomap\u8fdb\u884c\u964d\u7ef4<\/span>\nord<\/code><\/pre><\/div>\n<pre><code>## \n## Isometric Feature Mapping (isomap)\n## \n## Call:\n## isomap(dist = dis, k = 3) \n## \n## Distance method: bray shortest isomap \n## Criterion: k = 3<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\">pl <-<span class=\"st\"> <\/span><span class=\"kw\">plot<\/span>(ord, <span class=\"dt\">main=<\/span><span class=\"st\">"isomap k=3"<\/span>)\n<span class=\"kw\">lines<\/span>(tr, pl, <span class=\"dt\">col=<\/span><span class=\"st\">"red"<\/span>)\npl <-<span class=\"st\"> <\/span><span class=\"kw\">plot<\/span>(<span class=\"kw\">isomap<\/span>(dis, <span class=\"dt\">k=<\/span><span class=\"dv\">5<\/span>), <span class=\"dt\">main=<\/span><span class=\"st\">"isomap k=5"<\/span>)\n<span class=\"kw\">lines<\/span>(tr, pl, <span class=\"dt\">col=<\/span><span class=\"st\">"red"<\/span>)\npl <-<span class=\"st\"> <\/span><span class=\"kw\">plot<\/span>(<span class=\"kw\">isomap<\/span>(dis, <span class=\"dt\">epsilon=<\/span><span class=\"fl\">0.45<\/span>), <span class=\"dt\">main=<\/span><span class=\"st\">"isomap epsilon=0.45"<\/span>)\n<span class=\"kw\">lines<\/span>(tr, pl, <span class=\"dt\">col=<\/span><span class=\"st\">"red"<\/span>)<\/code><\/pre><\/div>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">par<\/span>(op)\ndom <-<span class=\"st\"> <\/span><span class=\"kw\">apply<\/span>(BCI, <span class=\"dv\">1<\/span>, which.max)<span class=\"co\">#\u5bf9BCI\u6570\u636e\u96c6\u7684\u884c\u53d6\u6700\u5927\u503c<\/span>\nop <-<span class=\"st\"> <\/span><span class=\"kw\">palette<\/span>(<span class=\"kw\">c<\/span>(<span class=\"kw\">palette<\/span>(<span class=\"st\">"default"<\/span>), <span class=\"st\">"sienna"<\/span>))\n<span class=\"kw\">plot<\/span>(ord, <span class=\"dt\">pch =<\/span> <span class=\"dv\">16<\/span>, <span class=\"dt\">col =<\/span> dom, <span class=\"dt\">n.col =<\/span> dom) <\/code><\/pre><\/div>\n<p><img decoding=\"async\" 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gOaVEEXX\/3c6Y\/GUEAzKGi7lmvpZ+4Bbdyp0woBPZoOm8+dSEkVNJF+loYxybOgrVSuagU0+4A6IqANUwn1GNCUCppOPsv+yAwGNNVLizQrub4NeAK6ahMFnZu8XkGTSGhS\/Sy74zMc0AQL2khks5eP239HQB2H6HuAPhHQttGEzg7eaejJFDS1fJadURoJaFKb8eZVzebYr6OfOQZ08+aXq6urH9+4XEj5gIB2BS3oKZqJbMYn2M+yPVZpFHS0e5PtbD8t6IguLreAvv6qcUjSveeuLyegPSMroR56176c3tIFTTKfZeuIpvH19DgFHU6fOZ3m5q8hn7kF9N2DzlGdt90uB0pATQYL6jOgCWzGp7n6ubMft8lDI2IUdGDj2z6dh6cHHs8kZBXQm+3VlO9e7nxa\/3L2aPplDQTUaGCx9RvQpa9ul3I\/y93oWRw1G7Sg2\/1Uht0\/pnSOfdWwe0248UxITgHdXoH+m8YDr7ilhy\/GxdZzQBfdjE88n2U9hq2jFoaEK+j7nU5ADemcamdZrqafWQX0ZS+X3FTOG9Ny6zug47usgkq\/n6Xt9atCFdTQz346bdpZW8kGfFYB3Twpiu4GO7c19qe\/4PrYC298k9gFzSKf1pdfCVPQ9yMBdUnnzlr6mVNATee9cy68T90lN0BAF0loHv20v35VkIKaA+q02nmymhVQAoqGzqIbJKDxC5pHPl0uABigoO8HAiob2mr6mVNAq0343k2M2YT3rLnwesjcwOGlMQuayepn6XQFVf8FfW8sqHBg6+lnTgEtn\/ZqWX8tesdlEAR00mHptVqQpwc2\/B5xCppPP51uguL9xHifAV3PBnxeAX17XhW0eSfjd1U\/eyulowiohfaa0MyLgo6+xZxBW8kpn253kfJd0PemggqHtaJ+ZhXQ+jimqpiXX1\/VftgdSe90FBMBteKvoCNXeopR0Lz62fyH\/9e\/Jp\/ssaD1jiJTQWVDW9MKaF4BLX8+75zKefal2wAIqJ3gAY2xGZ9bPsvTv\/vFv6IV9PFeI6C7s5HEIVxTPzMLaLl51kzo2UPXKzIRUDu+VkHHL3gftqAZ9rPc\/as8LstIBT3Ucz+0Qz\/3ZCVc1QpobgGtbF5fPbu8vHx49VxwPTsCaidGQEMktDG8LPO5te1ZhIIeVj0bQ2v1U1jQVfUzw4DOQkDtxAmo74I2xjfP1c+9GAXt1vMwuNYDkpXJdfWTgMIkUkD9FrQxwln3c39R5bqgkwmVFfSx7QlG7jVc1wY8AYVZnH4e3kj+Dt0h7eWcz+NV6cMU9LF1PWvOOVxZPwkojPysgtq80ltBWwH1McDFHOp2YbMZ71RQt3qW7iuUa1sBJaAw81JQqxd62oz39a1DCsIU1Pi15xTHIq6tnwQUAxopEhfJ8mVekqcxoB4L6rrqeeSUxNX1k4Bi0ClE0iTZvspH81QG1FNBxfWsuUSRgHoYou8B+kRAhWRRsn\/NrO8JDITDSkSjdRc2u5L2hx8Zz493\/tqzy2Ejfn39JKCwI8qSwyuOw3d4H2M6FfSzfXd424L2j4P3UM+adRZXtwepJKCwJgiTywt24bMroLGWWgNqvRnfLaiPeG7ZdnGF\/SSgsOecJrenW6xDjq5o6ulnO6BWBe2ug3qrZ2m9ZrnGFVACCgeudXLurUUch8dBTz87AbUpaDOgXjbcm2wD6u0N80FA4cKtT64tMzXS+svN+i915LN0L+j7992Ceh0dmzausp8EFI5cGjVnDdRmnbPz4qozTu+XsG4ApwraDqj30bHZOiegnoboe4A+EdD57As6ZwXU9QvN7RP1BnTqcKbAAbWo4zr7SUDhzjZrMwPq+NJSdUAnCho6oJN9XOUepJKAQsKyb\/MC6vjKUlM\/zQUd24wP3M\/JQK60nwQUIpZfS7oPdEY\/lQd0vKChAzpRyLWugBJQCFlEzvGQpzaHGh7GRHlAbQsaaIxGE7nWfhJQSE2vJ7qeyXldNvt5YdtDjf00BtSuoKHGaGwlc7X9JKCQmyqo08WYrhs\/7r\/RtCvicSRUBXSsoMaEVs8P2s\/RShJQj0P0PUCfCKhf4wm13VffGkrjF6uENp9u83a5MB8KP1jQ472JA47SYCbX208CillGt+Nld\/Ro\/GqxHa+1nwMBrf9JSlNB908PHFBzKFe7B6kkoJhrpKAWe5kMr249MJnQ07PXEdCBgh6eHTSgQ2uaK+4nAcVsgwmV3RW+89B4QVurq6Pvlh2Xgj6OE1BzKtfcTwKK+YYKOv79qPWrRhJ6rXYFdDigpoIenxs8oIZYElC\/Q\/Q9QJ8IaBg2q5Ld5w9f87P7yOB2\/LXiFdDhgB4K+i\/TU+Ovgq66nwQUXkx+mdl97lhc+4+ZE9oaip+AFkUyH5GRK9J1Cvo4XkD7uVzzHqSSgMKXfhSHttAnDh81\/6WhoP77Wex5GJQHEwU9bsa3Lv4ZPqC3ug+EfcPEEVD40g2jcat++gzQob\/vJvS6s7vebiTHFEVSBR27KHKzoK3nhQ5ot6ArXwEloPCnU0fDNr3NVUIGn9Heju8MyUNAiyKtgo5eVf5U0PbTgge07AY09PuljYDCo0YgDQfI211jaeRJjYT672deAT0W9HHsgLaaufZ+ElD4ta9k45z248OWp8aPPu1Q0O7APK+ApvE5sSpo90kxVkFvNX4O\/W6JI6Dwq3NVpeNj1pdmmnjiNqG9oa0woLuCPn7cOaY+6iro6vtJQOHddYtbPcvpE0DrgvrvZ1FkF9D6X+JxHdBWQSMEtO7mrVu7\/wv\/ZmkjoPDuusft1VPPuOhdblke0G44cwpoWQe07JyVFCegB+HfK3EEFN7NqGdpE9Dr7fWWD7\/VuXMOqKmYqfXToqCPHzcPCN0ioFERUHg3q59W13A67U1yLN7YqmZ+AX1cB7RT0CjfgVLQAwIK78IG9PpwB7m6HZbJs9tEP\/3tx64jHcZEQLdHMC1QUAJ6QkDhXdCAnoZYpcM+iU6d\/fjjNAo6GdD6\/w8FPSQ0xrlIFPSAgMK\/Of2cCGhriEMBdexm55XVH1kU9PCXnYIS0JgIKPwLtwbaHl43kvJwnoa4+zORgo4F9HQK0u7r4ENBCWhMBBQBzNmIn7gMc\/PXfjCF3WwMcf9DGgUdD+jxx1ZBw96as5NPAkpAEcCpnc4FHb8Oc+t3f+E8DfHwUxIFHQlo6692Ba3\/BYLeHb4bT\/pJQBHIKZyOCR27y2fnrzzXs2x9QD5OIaGDBe1cQ+SwQ+39+1AFbSSTgJ4QUATn61TO\/t8E7GcaBR0JaPv3bj+9FrSbS\/p5REARgUtCXe6SHDSgKWzGDwW093gRKKDmVtLPAwKKGBwKOnIrpc4jrQNBJ+4fb6f7+Vi8oAMBfWwO6Pv3Xgs6tqJJPncIKOKwTujgTeZ7V2Bqnoo0cf94S73PR5oFHeinz4CykW6HgCIS24IO3ouu\/cAxmMfNdw8F7X8+li7oQEC7j3gNKPG0R0ARjV1Cjc\/pvtK4vjl\/JdTw+Vi4oKaAGh7zFVB2DzkioIjHqqCmp3ReZ75N\/PyCGj8eyxbUEMv+Bvxxb9qsfhJPAQKKmCwSar4bcvPXkU7OK6j545FaQY1b9TMDSjuFCCiimi5o\/+\/bLxlfzZy1Ejrw8Vi0oL1cmvr58ce9VdD2E8baSDxnIKCIbCqhptvJN36bKuScgg59PJYsaLeXhg34avQeP+4UtPWEwUKy1T4XAUVsEwXt\/mX7AnYWeZQXdPDjsWBB+wHtPqPO5+NjQQvz6ufwwfDEcw4CivhGE9r5q+ZTh3YedUgLOvLpSKagvX7u81n\/eDigqzP9hlPXaacvBBQLGLvKXS+gxx+tt86Fm\/Fjn47lCtpKZncDvpHPhvbkdwJKPH0ioFjEcEHbj59+c6mirKCjn47FCtrMY6eV5nyWx4Ju\/5FvmYQd5RUhoFjIUEJbj7bugOTSRElBxz8dSxW0HdDGXwzms9xN\/uGarMQzIAKKpQwUtPng8Rnuq5SCldCJT8fyBW3WciyfZT35pzsCUM9wCCiWY0xo46HDX1vuPGpzfs3kh2Ohgh4r2ejlRD7L9l1VCGgwBBQLMhX09Eizn5KhO75s+sOxTEEbAT2Ox1Q+b90yBzTwqK4PAcWi+gk9\/r7\/mxlHxru91OLDsUhBD6U8\/Dmez30p27f1I6ChEFAsq1fQxq2U6j9mnZvp9GKbD8cit\/nYlW\/fzOF8tvYUmQMaecRXgIBiaZ2E7n\/ZPTj7CnUOr7f6cMQv6CF+u2g+NuSzt5P9L3\/5izGgcUd8FTIM6ObNL1dXVz+++U3wWgKaonZBdz9vHxLtPOqwH4TlhyNyQVtl7Oaznc6\/NLQDyh04QsktoK+\/atxG7N5z15cT0DSdErr\/6djP+cO2HYr1ZyNqQZuBbNbTnM2Dsr0XPt7ork5eAX33oH0n8OL2t24DIKCJOnVzt8RX\/\/OTz5rdgOw\/GzEL2gno6ZGBbh4R0CiyCujNeR3Nu5c7n9a\/nD1yGgIBTVZ7m\/Pax9b7kdWwHD4b8Qp6q2Mqmw30M4bwAd08++Luv\/2f0xeWH+4XH\/0kGnL1yuLsm8YDr6qgug2LgKarF1CPw7YpqMtnI1pBR\/I5+Vr6GUHwgP5ju9ZYnD08JFQe0Je9XNZJ\/dxp5AhowloB9Tzs6YI6fTZiFbQXUKdXk8\/gQgf05fHryk\/2BRUHdPOkKLob7Den4dqNHAFNV2fHsWdTK6GOH41IBe0doYS0BA7o22r98\/Y3b958X\/+5y6Y4oKYXug6MgCYsbECnCur60Qhf0O73n\/QzQYED+vKwhljvP98VlIDCLHBAJzbjnT8aQQvaiycBTVPYgDa2uusfty2dswl\/1j1qiU14RYIHdHQl1P2jEaqg7WDSz6SFDWgzlnVB75RzdiI97dXyMEz7kSOgCQt\/6OJIQQUfjRAF7deSfqYsXkAPu8zlAa2\/UP3kReOBd1U\/eyul4yNHQBMW49jvwYJKPhqeCzqUSvKZrogBrQNY5U4e0N0u\/bPLr69qP+yOpHc6iomApi3Gsd8DBZV9MvwVlA31PEX7DrR2UxQfvZgR0PLn886pnGdfOo4cAU1ajGO\/zZvxwk+Gl4ISz3yF3wt\/p\/3rR\/9vRkDLzbNmQk9H51uPHAFNXIRjv40FlX4yZheUeGYtwnGg9349\/f50Gz55QCub11fPLi8vH149F1zPjoAmz+spnIPv0XsT8SdjTkGJZ\/ZinInU7OX3swM6CwFNXYx+mlZC5Z8MYUHZblch+LnwP5+3e\/mz8wVAfCKgqYsT0FNB918ZzPlguBeUeKoR4WpMr\/7a2tbefH9OQDEkUkD3m\/HHnVazPhhut\/kgnppkdT3Q+Qho6qIFtC7o6bCpeR8M64IST20yD+j4MVGFQcSRg0C8gJaNflYFnTcsi4Ky3a4RAUVSIga09BjQfUGH+kg8tYoU0M2r\/3158lfJDTWNuBqTNhED6vfiJVVBBypJPBWLE9DOGUQedyL98ebX6SedENDUZRvQ8thPrgSyIlECetPZjGYvPAYstQV\/fe12vyGDW7c6BWW7fQWiBLQ+\/+jej2+OnFYavSKgiUskoA43vzxqBZR4rkSMgDrf+i0cApq4mAEdvnzeZEwNTb3VF3FSsJBIAfW50b5588vV1dWPbyR7ogho4tIIqMlUTInnKsUI6OaJv4C+\/qrxXeq9564vJ6CJixrQudcfHQmo5xFFqiJ9B+p23fhB9a3pWm47DpeAJi5uQI8F9fCxIKCrFCWg1Ta8052Lhtxsj4a6uz+adHtB+rPuneInRo6Api1yQPcXE\/HysaCfaxTnONC358Vn8w+er3dGnX3TeOCV85WdCGjaovdz95YEFEKRzkSqt73\/dPfgz7JvRF\/2cum8f5+Api1+QK+9BZQbEK9RtDXQ+QfSd26wtMV94XVZJqC+PhX0c32iBLTTT2FATUdDcS68LvED6m8FtEY+1ybWmUhnD9\/MPROJgOqXe0D\/4z98DQl5iHUmktvOcqNqE753NBSb8LoQUOQlpzORnvZqWX8t6nSAFAFNGwFFXnI6E6n+KvWTF40H3lX9dDtEn4CmbZGA0k+IRfkO9KWXTfjdPZKLs8uvr2o\/7I6kd7tKCQFN2jKHgRJQiEUJaLUK6vRN5aDOhZmrmn7pOHIENGV5H8VEQFcoznGgVUFvO1\/4w2TzrJnQs4euWSagSSOgyEyUnUhf3L27Dd7MM5F2Nq+vnl1eXj68ei5YqSWgScs8oPRzfWIdxsQtPTAt853wBHR9CCjSwU54ZCbz+8K7IqBJI6DIDAFFMjiKCbkhoEhG5gGlnytEQJEMdsIjN2EDujsLnp1IsLJIQNmCxwwEFMkgoMhN4IB+UR80Xx9I3zLrQPp5I0dAE0ZAkRu+A0Uy8g4o\/VwjAopk5H0YKAFdIwKKVHAUE7ITKaBv6it4\/ii7F5JPBDRhiwSUr0AxR4yAvnpw3PsqdRYAABa5SURBVP\/+Zy8XtZMjoAnjK1BkJ3xA3z5oHcJ0+4XxVZEQ0IQRUGQneEB\/3nXz7p8v7366uwqyl7t7CBHQhBFQZCd0QG\/qZn52+PLz3VeF623g\/CKgCSOgyE7ggNYnIbWCub2zppf7I4kQ0IQtEVD2IWGWwAG96a1w1gVdbiOegKZrgZ3wHgNKP9cpcECf9u87XD10x\/d7WiOg6cr7KCYCuk5hA7p50v\/G82bJbXgCmi4CivwEvxpTL6DVNjxXY0If+5CQnxiXs2szPRYNAU0X+5CQHwKKRGQdUPq5UgQUiSCgyA8BRSIIKPJDQJEGDgNFhggo0pB1QOnnWoU\/jOnrq7YfOIwJBksElBVQzBQ8oCYEFD18BYoMEVCkgYAiQ4FP5fzlyuRHTuVEV\/SAbv9b7mlYBHStuKkc0hA5oIetIS8Do5+rRUCRhIX66ecDQUBXi4AiCXED2vxG3sPgCOhqEVAkgYAiRwQUSYga0PZBIbMHRz\/Xi4AiCQQUOSKgSAIBRY4IKJJAQJEjAook5LwTiYCuFwFFChY7DJQVUMxBQJGC2CdysgIKLwgoUrDMmfAcBYqZCChSsMDVQDkTHvMRUKRggYvZXft6SwK6YgQUKcg4oPRzzQgoUkBAkSUCigQscUMkAor5CCgSQECRJwKKBGQcUPq5agQUCVgkoH6GQ0BXjYAiAQQUeSKgSAA74ZEnAooEEFDkiYAiAfkGlH6uGwHF0rydlO6CgMIHAopl+bw\/uwP2IcEHAopFeb29sAMCCh8IKJbk+Qbt9ggofMg1oJtfrn781f1lBDQxuQeUfq5cTgH9480hma8ebJe4s89+cxwEAU2L59tj2mMfErzIKKAf7hcf\/VT\/sPn+uMidPXIbBgFNCwFF3nIM6NO6nP92eflFvdC5FZSApoWAIm8ZBvSmWtR22+7vnhT7ptoioGlZMKBeBkM\/1y7DgFYroHf2D22qgn7uMgwCmphmP2OejkRA4UV+Aa2jedxur9ZGP3HZkURAE9MO6EW0hhJQeJFfQI9fhTYes0ZAU9PpZ6yEElB4QUCxrNM3oBcRE0pA4UV+AS2fFmffHh57e05AM3dxsa3nds5cxGno9bWnnfD0c\/UyC2hdzpvGjiO+A83dsZXHgpaBE3q952FQBHT18gpo5U\/\/\/vxvx1XQ+iH2wufsohHQYv\/AxX5VNMw7Xl\/7KygBXb3sArqz3W7f\/OOc40Az18jkft7s0xlqNfT62mNBCejqZRTQqpivn31xfgpoXdTT16FWCGhaWok8zJygCSWg8CmrgG5tK3oI6O0Xbi8moGkxBvS0Ae+\/odfXHgtKP5FfQE82\/+WYTwKamE4cT3Pn2E3fCSWg8CrngAoQ0JR009g8Hf7UTa8JJaDwioBiMb0uNmdPI5seV0PbAf3nlnhgBBQEFEsxNLE1f3wn9Lrrny3Ow6OfIKBYjDGgAwWd3dBePY9b8OKMElDkHlDOhc+XsYadGeQnoa1gDn0D6pjR3ysEFAQUyxho4VhBJTuUerkc34NkmdHf95xGBQoRUCxjIIS9OWRKqG1DTa2sfpvcAT+V0d9\/p6DYyjygjTt1WiGgqRiMoLGggoQOrGju+mk1ioMZ\/f13Coqd3APqiICmYiSgvXnUC+ZUQoc306+3AXUZUcM+JgKKAwKKJYz0zzSPzAk1D2PsO87tw5ID6JsR\/f13Coo91QEtDJYeJ9RGVyCtCmpO6NQpRtu\/mXEGEgFFW4YB3bz55erq6sc30xdSJqCpGt0AN8+lUy6Phew0dPoEzbn93CGgOMotoK+\/asTw3nPXlxPQJEzsAzLPpX0sW5k8JnQ6nuV+A35WQFkDRVteAX33oLM+edvtcqAENAmTO9EHZlMdy95x8BenRyfedv8MWUCHvgSVDAt6ZBXQm+3VlO9e7nxa\/3L2aPplDQQ0BZMHIQ3NpmY\/TycW2R\/X1PjDAXvhMSingG6vQP9N44FX3NIjRxaxG5xPrYAef7BK6LG49mM6fSCo\/bCgUk4BfdnLJTeVy5FVQM0z6rrvONDJY0Pbf46bOBeJfmIno4BunhRFd4Od2xrnx+pETLuAdoY7ltDGJv\/4OzucDT8+IKxBRgE1nffOufDZsTyT3TynRvq5H\/bw0fWHHwbf0vF6TAABRWyWVwIxb8RPBNSwGnrdOXbJ+CrSCaGMAlptwvduYswmfG6sr6Q0vQo69AaNhPaf3HkZ6cQsGQW0fNqrZf216B2XQRDQpdlfznNyFXTkPfYJ7T\/59BPphAc5BfTteVXQ5p2M31X97K2UjiKgC3O4HPLUKuj427QPum9vwZNO+JJTQOvjmKpiXn59VfthdyS901FMBHRhTteTHy\/o9DsZAvrPxp3k7EcEGJJVQMufzzuncp596TYAArosp\/txDF1UxCKfW+09Ttto7v90GAlgTF4BLTfPmgk9e+iyA6lGQBfleD+jgYDavtwYUKcRACZkFtDK5vXVs8vLy4dXz13rWRLQhbneU9MwuxwGYTjmiYDCr\/wCOgsBXZLzPYmNt\/ewfjUBRXAEFLEIbupuuMOc\/ZsZL93kOgbAmFwD+uGLu392ug7TDgFdkHs\/+zPMahgXFwOHMdFPeJZtQB3P4dwjoMuR9LM7wyyGcahn\/XP3KCYCCs8IKOIQbMDX2nNsahgXrRM5uweNsgUP3wgo4pD1s70faXQYF916bjUPGiWg8I2AIgphP9uzbHgg5nqW7RVf+gnfCCiiEAe0Mc8GhjEYz91fsgKKcAgoYpD3s7ERbxrIaD1LAoqwCCgiEO5B2qlmWn3ibr+fU\/HcPWfoUqDAfAQUEczp53YddKs1EJt6lgQUYeUaUCECugg\/\/WzMPLt47p7Zv5Yy4AsBRXizAtq8fOFuYNb1LAkowiKgCM7XCuj2e1CXem5rO3o7OWAWAorQZu1BavWzKFziuXtvTkNCQAQUoflbAe3sR7J6bwKKgAgoApvXz05A3d+cC4kgIAKKwAgo9CKgCGtmP\/t74R3fnWspIyACiqDm7UGqzVsBJaAIiYAikN2F5Gb303ggva1mQGePB9BDQBHE4VLG8\/t5Kqj7K48BZQUUQRBQhNC9mcY8F7J8btd\/CSgCIqAIoHc7t3nE3wM0AuphNIAuAooA\/AZUviPqEFBWQBEGAYV\/19deCyrfEUVAERYBhX+pBPSCgCIsAgr\/\/AZ0zgroMaBzRwIwIaDwL7WAsgKKQAgoAkhjC377SgKKgAgoAkhjBZSAIjQCihCSWAE9BJR+IhQCiiA8roDO+gqUgCIkAopAtvWc365ZK6AEFGERUAS1dED9nZAP9BFQBDW3XnMuh1dfiomAIiQCirBm5mtWQL1e0QToI6AIbLmA+r2kCdBHQBHYrHrNuqA9AUVoBBShzcmXrxVQCoogCChCm1GvWbekI6AIjoAiOHm+vG3BE1AEQUARnrhfBBRpI6AIT9qvefdEvqCfCI2AIgJhweYFlBVQBEdAEYMsYf4COmc4wCACihhEDfO4AkpBEQQBRRSShhFQpI6AIgpBxGYdBEpAEQMBRRySgM54u6JCQBEaAUUkzhWbEdBij34iLAKKSFw75qGfp4KKBwWMIaCIJVpAi6JbUOmQgHEEFNG4lcxjQKUDAiYQUETj1DI\/\/awLKh0OMImAIp4lAiodCmCBgCIeh1XQGQeBElBEQ0ARkX1BveyDJ6AIjIAiJgIKVQgoYrJdBfXWT2Y4QiKgiMqyoAQUWSCgiCtyQMWDASwQUMRltQo65zoiBBTxEFBEZlNQVkCRBwKKyCwCOudKoAQUERFQxDZdULbgkQkCiugmC0pAkYkMA7p588vV1dWPb34TvJYlKgVTAZ19KXoCikhyC+jrrxpLx73nri9niUrCREEJKHKRV0DfPegcJX37W7cBsESlYbygBBS5yCqgN+f1MnH3cufT+pezR05DYIlKw2hA592Mk4AiopwC+uF+FcxvGg+8qoL60U8ug2CJSsRYQecFtKSfiCengL7s5bJO6ucug2CRSsTInTZm3g6egCKijAK6eVIU3Q32m6L4xGVvPItUKsYCOnPQ9BPRZBTQanWzt71uemwMy1QyBgs6O6Al\/UQsBBTLGNqIn9\/PcpdQD4MBJmQU0GoT\/qx71BKb8PkKHFAPQwGmZBTQ8mmvlvXXondcBsFylRBzQQkoMpJTQN+eVwV90XjgXdXP3krpKJarhBg34r30k4AikpwCWh\/HVBXz8uur2g+7I+mdjmIioEkhoMhdVgEtfz7vnMp59qXbAFiuUmJYBZ17EOgeAUUceQW03DxrJvTsoesVmViuktIvqJ9+Mp8RSWYBrWxeXz27vLx8ePVccD07Fqy0BAooK6CIJL+AzsKClZbuKqi3FVDmM6IgoFhSp6AEFHkhoFgUAUXOCCgWVeXzVFBP\/SSgiCXzgHIufPaaG\/EEFJkhoFhWI6CeDgJlNiMaAoqF7Tbi64z66iezGbFkHtDyjze\/ujydJStB1yd+BsgWPGLJPaCOWLISdO27oAQUsRBQLM53QQkoYlEd0MJg6XFCHwFFrggolnZ97bmgzGbEojqgfSxZCQoQUA8DASwQUCyNgCJbBBQLuyagyBYBxcL4ChT5yiigH+6bdgpxJlLuCCjyRUCxMAKKfGUU0PLdAwKqEYeBIls5BbTcPHG9jXEXi1aC\/AfUx1AAC1kFdFvQR3MGwLKVIr\/9ZCYjnrwC6nz5ui6WrSR57SczGfFkFtDyZt5GPMtWovzlk5mMiHILaLURP2cVlGVLP\/YhIZ7cAlq+vbz8T\/mrWbb0I6CIJ7uAzsOypR8BRTwEFMowjxEPAYUyzGPEQ0ChDPMY8eQa0A9f3P2zYG88C5d+zGPEk21AZUfUs3DpxzxGPAQUurATHhERUOhCQBERAYUuzGJEREChC7MYERFQ6MIsRkQEFLowixERAYUuzGJElGtAhVi61GMWIyICClU4igkxEVAoUtBPREVAocbhTtdLjwfWg4BCi6KgoIiMgEKJoqCgiI2AQgkCivgIKHQoCgqK6AgodCCgWAABhQ4EFAsgoNCBgGIBBBRK0E\/ER0ChBAFFfAQUWtBPREdAoQb9RGwEFIqQT8RFQAFAiIACgBABBQAhAgoAQgQUAIQIKAAIEVAAECKgACBEQAFAiIACgBABBQCh1QUUAPzx3ijfA\/Rp6X9sALp4b5TvASZM8TcCeidN75QpnjS9U9aznilVPVv1TpreKVM8aXqnrGc9U6p6tuqdNL1TpnjS9E5Zz3qmVPVs1TtpeqdM8aTpnbKe9Uyp6tmqd9L0TpniSdM7ZT3rmVLVs1XvpOmdMsWTpnfKetYzpapnq95J0ztliidN75T1rGdKVc9WvZOmd8oUT5reKetZz5Sqnq16J03vlCmeNL1T1rOeKVU9W\/VOmt4pUzxpeqesZz1Tqnq26p00vVOmeNL0TlnPeqZU9WzVO2l6p0zxpOmdsp71TKnq2ap30vROmeJJ0ztlPeuZUtWzVe+k6Z0yxZOmd8p61jOlqmer3knTO2WKJ03vlPWsZ0pVz1a9k6Z3yhRPmt4p61nPlKqerXonTe+UKZ40vVPWs54pVT1b9U6a3ilTPGl6p6xnPVOqerbqnTS9U6Z40vROWc96phQAPCOgACBEQAFAiIACgBABBQAhAgoAQgQUAIQIKAAIEVAAECKgACBEQAFAiIACgBABBQAhAgoAQgQUAIQIKAAIEVAAECKgACBEQAFAiIACgBABBQAhAgoAQgQUAIQIKAAIEVAAECKgACBEQAFAaFUB3Ty7WxTFn+69WHpEAvlw\/6Oflh4Hr959dV4UZ8yvnGhfyDrWFNCfq6Vx57OlRyWIzZNC1wJ5mGFn\/2vpMQlC3fyqaV\/IulYU0Jvi5M7SIxPA5mmha4FszLBHS49LAOrmV037QtaznoB+uF8Ut59XP7x+UK3TfLv06HhXrc\/oWiC3M+zFbn5pmq49dfOrpn0h61tPQG+O\/0msP7rq\/uv4arvppGmBfFkUn\/xW\/1DPr8+XHhvf9M2vmvKFzGA9AX162hB8e75fNNV4V\/0Hv7j3QNMCWS2Bh1UY5lcuVC9kRusJaEO1oaFs3lZra2df6top0ZhJjZYqoXB+delbyIwIqAovzz77Tdle3ZvGJuBTbbuRFM6vLn0LmdEqA3qj7uuZP+qPqq4F8qbxxedLbQFVOL+69C1kRmsMaPXfRmVbhDu6FshmNG8U7kXSNr86tC5kXSsMaH38ncr\/NupaIAloztQuZF3rC6jK45e3dC2QBDRjeheyrtUFtD4+Tem2ha4FkoDmS\/FC1qU7oPWJEbuzqQ9z852WMyT6k6ZsgSSg2VKzkFlYWUDrSx3cVvGhVR9Q1Xvht3TNrxM9C5mFdQX0ZX2RGB0Hp60hoHqPA93SNb+OFC1kFnQHtOP7QuWm4IGuBVL1mUhbuubXgfKFrGtNAX2p\/JsZXQuk6nPht3TNrz3tC1nXigJabRN+pPoy2coWSN1XYyrVza8t9QtZ13oCqv\/UCGUL5OHakkqvB6puftX0L2Rd6wnoy6JJ42zWtkAqvyK9uvlVrmEh61pNQLcXANc9b9UtkP\/gnkh5WcFC1rWagB4P+9E7b\/UtkLrvyqlvfq1gIetaTUABwDcCCgBCBBQAhAgoAAgRUAAQIqAAIERAAUCIgAKAEAEFACECCgBCBBQAhAgoAAgRUAAQIqAAIERAAUCIgAKAEAEFACECCgBCBBQAhAgoAAgRUAAQIqAAIERAAUCIgAKAEAEFACECCgBCBBQAhAgoAAgRUAAQIqAAIERAAUCIgAKAEAEFACECCgBCBBQAhAgoAAgRUAAQIqAAIERAAUCIgAKAEAEFACECCgBCBBQAhAgoAAgRUAAQIqAAIERAAUCIgAKAEAEFACECCgBCBBQAhAgoAAgRUAAQIqAAIERAkbiXxdGf7n1zeHTzpPjoJ6vXf7hv+UTAGQFF4hoBrdz+dveodUDtSws4I6BIXDugxdmj7aO2Xdw8LQgogiGgSFwV0M93P21ef1UX9FuHF1edJaAIh4AicaeAVt6eF8Unv1m\/9tV5QUAREAFF4loBLW+qID6yfOW7B9WT7z0goAiGgCJx7YCWT4viTnn8DvTD\/WqFdPPzp0Vxu95Bv3lWrXL+6cvTK8++ZCcSAiKgSFwnoDe7TfJGQP\/nyW730ue7Vc5iV9j6lWef\/cZeeIREQJG4TkCrZNa7kRoB\/dth\/\/z\/fXLYVb\/byP+j\/rKUgCIgAorEdQJa71d\/1AxotfX+vCzf3d8eJfpit+PoTuv5BBShEFAkbjKgu73y9d6l40+NHfUEFAERUCRuMqC77fX9pv3up0YyCSgCIqBI3FRA93k0\/bR\/PgFFKAQUiesHtL0TiYBiOQQUiZvaC09AsRwCisT1jwOtdxERUKSAgCJxU2ciEVAsh4Aicb1z4bc72wkoUkBAkbje1Zi2R8kTUKSAgCJx5uuBElCkgIAicd0r0u+OliegSAEBReI690R6sXuUgCIFBBSJawT07l+fHx4loEgBAQUAIQIKAEIEFACECCgACBFQABAioAAgREABQIiAAoAQAQUAIQIKAEIEFACECCgACBFQABAioAAgREABQIiAAoAQAQUAIQIKAEIEFACECCgACBFQABAioAAgREABQIiAAoAQAQUAIQIKAEIEFACECCgACBFQABAioAAgREABQIiAAoAQAQUAIQIKAEIEFACECCgACBFQABAioAAgREABQIiAAoAQAQUAIQIKAEIEFACECCgACBFQABAioAAgREABQIiAAoAQAQUAof8PU+F8+iVATeYAAAAASUVORK5CYII=\" width=\"672\" \/><\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">palette<\/span>(op)<\/code><\/pre><\/div>\n<p><\/font><\/p>\n<\/div>\n<div id=\"lle\" class=\"section level2\">\n<h2>3.2 LLE\u5c40\u90e8\u7ebf\u6027\u5d4c\u5165\u6cd5<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"> \u2003\u2003\u548c\u4f20\u7edf\u7684PCA\uff0cLDA\u7b49\u5173\u6ce8\u6837\u672c\u65b9\u5dee\u7684\u964d\u7ef4\u65b9\u6cd5\u76f8\u6bd4\uff0cLLE\u5728\u964d\u7ef4\u65f6\u4fdd\u6301\u4e86\u6837\u672c\u7684\u5c40\u90e8\u7279\u5f81\u3002LLE\u7b97\u6cd5\u9996\u5148\u5047\u8bbe\u6570\u636e\u5728\u8f83\u5c0f\u7684\u5c40\u90e8\u662f\u7ebf\u6027\u7684\uff0c\u4e5f\u5c31\u662f\u8bf4\uff0c\u67d0\u4e00\u4e2a\u6570\u636e\u53ef\u4ee5\u7531\u5b83\u90bb\u57df\u4e2d\u7684\u51e0\u4e2a\u6837\u672c\u6765\u7ebf\u6027\u8868\u793a\u3002\u901a\u8fc7\u8ba1\u7b97\u6bcf\u4e2a\u6570\u636e\u70b9\u7684<span class=\"math inline\">\$k\$<\/span>\u4e2a\u8fd1\u90bb\uff0c\u7136\u540e\u8ba1\u7b97\u6bcf\u4e2a\u8fd1\u90bb\u7684\u6743\u503c\uff0c\u4f7f\u5f97\u6bcf\u4e2a\u70b9\u90fd\u80fd\u6700\u4f18\u5730\u7531\u5176\u8fd1\u90bb\u70b9\u7ec4\u5408\u91cd\u6784\uff0c\u5373\u6b8b\u5dee\u548c\u6700\u5c0f\u3002\u6700\u540e\u7b2c\u4e09\u6b65\u5c31\u662f\u5229\u7528\u6743\u91cd\u7cfb\u6570\u6765\u5728\u4f4e\u7ef4\u91cc\u91cd\u6784\u6837\u672c\u6570\u636e\u3002<\/p>\n<p>\u2003\u2003\u8fd9\u91cc\u4f7f\u7528lle\u5305\u4e2d\u7684lle_scurve_data\u4e2d\u7684\u6570\u5b57\u6570\u636e\u4f5c\u4e3a\u8f93\u5165\u6570\u636e\u6e90\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">library<\/span>(lle)\n<span class=\"kw\">library<\/span>(rgl)\n<span class=\"kw\">data<\/span>(lle_scurve_data)\nX <-<span class=\"st\"> <\/span>lle_scurve_data\nY <-<span class=\"st\"> <\/span><span class=\"kw\">lle<\/span>(X,<span class=\"dt\">m=<\/span><span class=\"dv\">2<\/span>,<span class=\"dt\">k=<\/span><span class=\"dv\">12<\/span>,<span class=\"dt\">id=<\/span><span class=\"ot\">TRUE<\/span>)<span class=\"op\">$<\/span>Y<span class=\"co\"># \u5904\u7406\u6570\u636e\u96c6\uff0c\u4fdd\u7559\u7ef4\u5ea6\u8bbe\u4e3a2,\u90bb\u8fd1\u70b9\u8bbe\u4e3a12\u3002<\/span><\/code><\/pre><\/div>\n<pre><code>## finding neighbours\n## calculating weights\n## intrinsic dim: mean=2.47875, mode=2\n## computing coordinates<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">plot<\/span>(Y,<span class=\"dt\">main=<\/span><span class=\"st\">"embedded data"<\/span>,<span class=\"dt\">xlab=<\/span><span class=\"kw\">expression<\/span>(y[<span class=\"dv\">1<\/span>]),<span class=\"dt\">ylab=<\/span><span class=\"kw\">expression<\/span>(y[<span class=\"dv\">2<\/span>]))<span class=\"co\"># \u5d4c\u5165\u6570\u636e\u76842D\u6563\u70b9\u56fe<\/span><\/code><\/pre><\/div>\n<p><img decoding=\"async\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAABUAAAANgCAMAAADapDIFAAAAxlBMVEUAAAAAADoAAGYAOjoAOmYAOpAAZrY6AAA6OgA6Ojo6OmY6ZmY6ZpA6ZrY6kJA6kNtmAABmOgBmOjpmZmZmZpBmkJBmkLZmkNtmtttmtv+QOgCQZgCQZjqQZmaQkGaQtraQttuQtv+Q29uQ2\/+2ZgC2Zjq2kDq2kGa2kLa2tpC2tra2ttu229u22\/+2\/\/\/bkDrbkGbbtmbbtpDbtrbbttvb25Db27bb29vb2\/\/b\/7bb\/\/\/\/tmb\/25D\/27b\/29v\/\/7b\/\/9v\/\/\/88LAFAAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nO29a4Mst42mGceWdVp2e3Tb9lhq745nLa96ZNmy5V3ZqyNZlf\/\/T01dMiNAEiABEIwIVr7vB4kVSQLg7SEYdTnLBYIgCHJpOToACIKgWQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQhAEOQWAQnvqm+VR7zsafsE3FB5bTPgr\/+2\/K41Br1YAKLSnXhFAv\/14+VBpDHq1AkChPfVqAPrj7x4\/B0DvXgAotKdeDUCfPwdA714AKLSnAFDoVQkAhfYUAAq9KgGg0J4CQKFXJQAU8uq73719hMgHv\/nn7cETVN784fLw5QePhV\/+\/vnZt5881\/n+WuUG0OfH1yqSubX5z3\/7fQY04bHFBC++8r+ee7S8+eW1H++WTZ+xNaA7EQAK+fTj5ytDfn2FxgtA\/\/r2+vgX319+\/PhafuTqs14Auj5+7w8Vc5et+Xt\/pkCTHhtMCH3iK689euzH849+FgAtakB3IgAUcumHtwQiv3jh1TNAPyCP\/7+t0s\/+8lzlGaDvfbTh5g+yOfrwzb9tQGs\/bppo9olW\/maherq25wAta0B3IgAU8uinjxJmvJDmi6WiF6x8kz9+AStr7uHzvPL7lccWE7yEygmYXwLOAMrUgO5EACjk0TMr3\/z2+8vDH28YWQH6639eHv6fK0ze+\/py+dszX15ywitA3\/vz5fLdy335Q9HcS933fr9dzt+vPLaY4FUz\/BTwywX\/mjPTbyLxNaB7EAAKOfSc7l1B8U2KmitVXsqEmi952Tfk8UvG9\/ScNbd9vJqrPLaY4NU2\/JJpfrZV+DAfDFoDugcBoJBD7wiLnvnxzJ0vCIG+2dLAl9oEoLcU7d3tC9ZcAqOXL96\/iI8tJnhJlR\/+\/n9+8P5mtwSoUAO6BwGgkEMJPj6\/MfGLLbukWecLjV6o+Q2psuGGNUewe0sPV1KWjy0meLUrSwDla0D3IAAUsqv8dsszNOiP\/lAc5QB9PzHzoWAuYe1mm39sMsGrUfnhu\/\/r39aesgDNakD3IAAUsovB1RNLCoBecSQB9EYh3lwKtLUh\/9hkglel8o9ffrJ9o50FKFMDugcBoJBd9wXQv6U\/pcQAlK0B3YMAUMiu2907kxagN0qlV\/jcHLVAbPOPTSZ4SZVffipq+eD\/+NP\/L7wD5WtA9yAAFHKI\/xaKFqC379Sw30Ra5f8mUssEr5q\/N79P4k39CTWgexAACjmUXndv0gI0+Vmhp+esuQRG248VCY8tJngJlfMf+CwBKtSA7kEAKOTQC1+uCdibX\/3m62dyqQH6kue9ZHlPdVhz9Afbr6848x+OJ48tJnjxlem7AUr\/jZpSDegeBIBCHr38ps6vv788\/HX7RU01QF9+XzL\/Vc7c3Lu86ott4bHFBC+28gse3\/z2cvnX9VUnAegv\/nz57p9SDegeBIBCHmV\/P4P8LrwKoJteqrDmbH9MxGKCF1+5iDj7qygfSjWgexAACrn07m2JDC1AP90a3r5pw5m7\/PTx9uhXb1fbwmOLCV5sZfpXnj7YLKy8\/lCqAd2DAFDIpx832jxdX5+kBehn689NPv0JI9HcY074u5WHPxAyCY8tJnixlX9Y\/yj0b7df+19\/dumpjlADugMBoJBX3\/3u6TcX3\/zy99wPWlYBmv6rH5K554fP\/8TGb\/55SeknPTaYEPrEVH742wfPD79Pf1jq5V\/\/+NXv5RrQ6xcACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5NS5AbpAEASFKR5R4RYDdfRoQxD0uhTOqGiDkRpwYEAQdLcCQCEIgpwCQCEIgpwCQCEIgpwCQCEIgpwCQCEIgpwCQCEIgpwCQCEIgpwCQCEIgpwCQCEIgpwCQCEIgpwCQCEIGqlRvzR+CgGgEAQN1Lg\/u3EGAaAQBI3TCs7XSVAAFIKgYSLYfJWbDwCFIGiY6I57jbsPAIUgaJh0AJ33LSkACkGQSRbcFQDlGk\/8fSYAFIIgi0y4ywHKNZ75+0wAKARBBtlwlwGUazz195kAUAiaVgfcfI24yzJNrvG1NOctHgCFoFm127tD4sb4bfUUmWzjl8Kk70EBUAiaVLu9O6Rw0wM0I+JSBehCMBoZ+mgBoBA0p3Z7dygwsJExLoUE+l6\/t3Qrz7VHAVAImlN7\/Yy6cAtv3Lkpdev3f0rWnLKn16wAffj7V3\/6p73ZVHMDQTXtB1BaLrJRnqB8egyAKixGG1z1r3\/ckPntx89H2ptff280MdXcQFBNFYCGfj+GBSi5kQsA5coCQNe8tkhTT6+JAPrTR8vP\/vJUePjjeit485nNxlRzA92JnLjjaFS+duyPgP1JpDxt1AQn56Xbt5AEc6fVjAD94omcv\/r000+ext1G0KnmBroPmXG3tuNsUFNak\/UIMhaulFvsABV+cCD1P9UmnRCg7x7H+eXu\/uPny5WpWk01N9DMypAkE4pnispDZnu5sY0QVBlqLYKchQVuDQAVWJ1hXxP0STQhQB8T0Pevjx4eCfqhxcZUcwNNrDIXFAjK32qVLjLbL\/Zbt2trBAUL865YACqcJP5ROFjzAfQJmuu9\/TEb\/YXlG0lzTQ40rbKkrpLjdXwvPUs4l+s3Y+iLRB1A6xHkcOvKQOUgnHn4wZoPoOurUPJMrbkmBzqd5Jt4Xm0r1vOrDoCWae713eQlFKAZ3G60br0DNaaUco5+agGg0CtX5L7U7vLi+y78R0xVXzzrV0MAmnR7uX2nZ6n7MKeUU\/JzQoBevlje\/OH27Ie3AChUVYt5ln2rhkI8QMUwiflhAKXeM2fyWEyaUho1GUCfyPmOfOMI70ChulrMs2xz\/bU0FKBLIsYVD1BDt1oRsLWbI6eOYGbQzgXQR\/38P77+zzUFfXqE78JDslrMk\/jK7mk9aSIBmoCqxAwH0MV4LjQiEGpHcW\/qVHU6gL7o+d7+8Ne3+DlQqKoGHCS+8nvad9tuArSN+GV7+agA6GX1rk4AFb3iqoRsJ+kMm0MTAfSRmN99+cnbDaBPRN1eh6o04xRBHWoClC0Le1rHjhy+DYAyzmj7Kzu3lkwGmzTMQjC9mqDUl3LCaIDa8H06TQXQZz1T9AbQ9\/5sazzjFEEdojRTA7SZl+YfZB5J2ni5pYSswTLG4mvqjHWcuMpVC5QLQPF+Mx6gsfZ21nwA3fTwX0Z8TjlDUI8oGwwAlWpUaXyrc\/sfeWnJ5HhMkFmVzU8NoNkrz4J7mreaDD\/FcOuHgV0AaG4x2mCkJpwhqEdpWsd8zJU1F3sZoMTf5rSS0kkR35LXSwOgCT2rHWg45LDJJ8xFtQ4BoLnFaIORmnCGoA4lKEhZWEnVxIt9\/q6R9Zi54L+shZyUFQAtbVugxNCy0Vx\/GGgEgOYWow1GasIZmlbcLovcedoYtnIRhhGgmuSL2rX2kwOhBqCMIb6srNtqbpjFdlUANLcYbTBSE87QrOIZtTNB06yRPN0+3h5emGKG1WYHkgrGbpbGl\/SXfdYrfdsSX1bWjWOaYsIB0NxitMGa6r8LvzDaMbi7VgtcoZ7EmV2S76\/kYVCCZokfU76hrLaO1k8WNexo27U7SfjUnDrv4\/oi1C3KYUzTTLgl1hMKAIVGKIPU88iP2SrVqWWzRj4nTh8ygSqwQuyYAbqh95JEuhLUsooNR1UvQKujr5nwMcfqXnrVAC014xQNkrjwq0eOYQdXT6+wiahvP9Zl+6UCa1QFUP71gEYceTl2Wsdf65eUbW8AZEdKO\/pYT6jJAUr+pU6VppyjIRJXbXWzqrdwaWEMQInRToDmBK0yXwYoySQVzGBCXbYUlFhalkX1PayaB6liUW4MauZGDkk74RPzc3qAGjXnJA2QuPCL\/U8rSFzlzBdVBwG0apNFAXtbFwjassVEoxihKp\/pkdPuTLc4q2pS10MacuU4mQDQu5S48Ck\/l7xCSsNGSkFaFIZ2AyiLgvRE0EfUxsqWa7f4WRrKh7m0MIhH\/BDpssJ6SNeEfOL8si0AdEZ1r0lx4VPYFeCjPpsJ1tp2SfIyzmmHmlBhNjAPUB1B6wOvQ5zE8sKPy7pdfD6sWmFNgC7NMZtcAOiE6l+UfoBemDIbHw21DHk3gDIo4AFWJ96Lidawa81xZU1PkmDi5DfZAihdB97ozi0AdDLRxe5flTsANHkVsP5njTzvS3RH6o24bV3JK5NAK1ELaFbF3G6bZPLnWMltgG7FnULaWQDoXEr3jwUZyaaLAai0k1PGJ7f4lQJFX3wyAJQ4Y4OXmme4rUatyrgEp82260l0qZ9fO6oxfrRLp4g3XgDo+ZXufIogbX+KTR8KUD7zoJ+nCSfpy626qhdCz9h+sDU5gtIKGg+NqDWHguS01Xbp+CnTQWoDNFsDr04A6OmVLMKVa0qApluSFGiVS\/mF4QpfbuXlGme6eeiztFlfCqrDMF8vTQCF0+CS1uE+yKrUY6kMfrVtMpHnWMuN4aBHwhnCHaCJAEr\/TSSi1\/6bSEnScQPR7X+t\/uRJDUOR1MSyWmdgSzb3kpQ5r9RgevksW3UStM0sqcNZhzgzOUD5T2wRO20s2xjuQyR2SJKH9fMrao5PLAD05FoKfhkAujaQCcpsD+osrUAfJo8Lt0lFgeEX0YBJGn7Wrs2rkeSBVDsEoN7cOxnL8WuZPVSyh9XzCwD1WIw2uOrHj+8SoLRsA+h1VYvXcXbhlyMsfcjGKNhYiGOuY7VuRKh5bRbz6SpAK\/CoBlNL2xotV3\/DB02Y6yz22hDkY+cZrJNrJoBeHj43\/jPwheabvT6AFjXTfJZdzhV+Jh\/yMbLVuMonAWg5DkWP07plSxdBfTDZc9AoKpfiocr\/Ui6310bQqQD6TNDPegzMN3kcQIu8st6WB6g\/IAVAMyxx2+4sAG19XAfoWrKG40PJjoOWwc8XQAJh72CdWnMB1Pzn63LNN3fMCzv1YT4EoGxc7drF7olkQXs0egBK4c9Mh2ByiHZ0mSbl3lnj1up8m7CiyQB6edd3iZ9v7riUR3sZsgHUlhUZXwZy2yhsRynGo9j4eYrMV00CXfI2u+bQZTA7eUrK5j5zczPfLpQ1G0AfL\/E9Keg0U7euuuKlmycDXW\/7Cn4qhyhPzLQEZSz0skBjKMd1FnB1ey+Fbk8rjUbJOE1sW21lpuzuMwCqthhtMNUPn376P\/2tZ5m6Yru+PMz3jw6glxXEGsKYNxgN0rSve1jABdI6H0ghD7i+vQtwsqdBtSvWnsr1+\/mpawuAqjQdQPs0ydRV4JTugS3H5DZGZqa2dXQUypvwkFcrhJ\/arUljLQLO4Ci0z6JmAcoHYGOX62xpNsgWksIeUwZAMwGgJ1S6v\/PNVC5FcbsxBBU2mWd9CyTRNY6T1jvpPDuEDWxxbajtrJC7rn3cXf+iQG5xaCgMlg2sVog5vjy7ANATKlts2c4olmJlu6XbqrLJutZ3R2NzouXzLg\/hUkjAVg2gwuyQj1sBdtW\/VNcAY0ljNTmy1UdFxZzN\/SwCQE+o+mLLP61ut4yf60POaDOJ8cVbb9lPUIX33E2KvpyfEgXzMqXmwtbTR9hVP1sD\/JCajeaD0rBvidDU8twCQE8oK0BrtelnVdBe+P3SH2+1oS+dMXov3FDykeS8aof5WEjRHBH21c9bsNPoojJvyLlIuLnuPz8PFgB6QtVXmB+glXpJerYXQGOyEhYedTe0qxsMzQBlEXM0QKV5dExSLN3yJD9VjI\/9BYCeUOl2yFdYzoM2GBddPfFDQ7xGgPra5Va4C3nVDb3KC4mRLtjzAZQE0w3QYPH8vH10REQBAkBPKOZsZgnaBiO10gIobWOOVzRcb1eJyOF+SUqVjm+jmrCwGk2tk+cEaNr2eIAS3VYuWd\/HBuQWAHpCcXcb9qK6lJ\/khrZCfQel7LEHnBWUzWoRmdznmSB9xLihedDWoh5NpZNzANR\/xYgWWbn0MjCjANATiuad7KrPklP6QWaHfNAEKEscfcQpwXStahF53NMn5KPSDYvcRjRyJxtwsrLLzjoFQL2n3AjRgZw8BQVAzycuAa2ELm+3nLn8J7lT1yh5+Bl6q0wDSDNLzg2H3Ba25E424GRll5l1SXfJ07ySfpZcE6pUEggAmluMNhipKabphWFlhiTXF7ZbkbSKtnL8DN0\/QnydppKI085WUvTMAtPC5d\/4cXd9fg3krR38HLEC6CwBoKXFaIORmmKaNPexrAG\/2jNyyIBg8LMHQXW901va+pgBVE7Rk096et1oaTVcqS\/NdfncP6g9Z4nCNgBasxhtMFJTTJMZoNJ2yzeTDNr1X0xeLnSFj35dFuVnxeatzzlAKycHLexxauTyorVNUHc\/qKERAN2gScvRfvYRAHo+2QHaNHQty\/wk6UDMJtRGGMIsugnXjpIPZTdBAbA2TZUNl\/usYK1gDCl8BbAAnWJjcgJAD1exgViA+q6Vkguu2rKkO8fv1xRiBL6KK2E+nLKbcfxU2bTiTnG29Z4JBJ3rgRQp8jIpczWjANCjVWIr2fw96cRSoFGolkZSZq5cvPZwfNL4o6PEAnSo96JFVtBU1oapOdu6+Vlm9JHa3hWNuQDsKwD0YNG8r9x5JV2txlcjF3FLMzd9\/sM0Ik9Adqn8Fam2GUw93vMWBs\/mXD\/2csB1bs3is3KYkpdJs\/MTAN09gHx7r18xBO1eYVn7foBylB8pnb\/KidMVp8OKjXC7ArRYSuzq2gegu19kRgkA3dl\/tnCyslSNPhRM1h2uX7J1srK8S5eFfEdG6mSgkqOmVq0oV48eZQ+U3luhNGsbBrQDoNzaywo3q3WAds6\/Z1TPKwB0X\/dcjkk+zQmatuUWbhUU1xp8Wa5QA6gxK+7ZbBr4rzWLeBX8bIWVXwR0QfPlSm3LgPoBWqw9AWQv0FxvLDI\/rxXt08uDe1IBoLt6L5asANBK2wKrwuN1YSsAmkFRzhHIblHudz9B87b1FNQQlboym8w2OmQH6FK4qThyA7ScU8HUjelrCJKhYtlYYnGvirMJAD3IO9k1ujRSSBekx5u99p4rdoKImEVwKEft3ivL7f64MBu+4kln+FZs1NzqL9vvGlQdmQEqAYl3ZBv\/alw1gMrdTAJwppIAaNVitMFInROgPGZypHG1+E2QLmwHQMUlnvpuDWZqsFG5bHuLVwNQw2VSj7g0GStw12n9aoUk2Nnws4780MrLIkCriTa\/AHzJ8GsgKAB6kPcUjGuZVqBr2ALQbGE3tzRnWtg\/doBWPVfb8v\/tlxmgtNzskLHL+QmZPy7NSGdb01FelsahzjdhARii6VgUJxQAepB3NrPkVudyvc+lBWYXkd2XPGwuWEPSZAaooTYXlAOgTbz0AbTZ1phfkamXqBlCUD1A6w4iACr4nVIA6EHe09salwGSmuSzZblw9dNPUjetLe0DqGIHRwB0ZZiRn3J1C0CXLZAtnEZbI+C2ymuTYi10OSiNNABaPYPMAC2MAaANi9EGI3U+gOYETT9mPkpgynzArNbGjrOs6NRbs7+9AN0YpmzfOiwupu4uS\/qroSqAtnNgIZx8WreuFEGlBZsb5jTw5Y8qgJZrDwBtWIw2GKmjAcqtogpAuY9KfhLYpgWJzkVYfFnowmpsD4Aa0y0NFHzdzc2HraUCoMWZUaSHngiYZi4Sk\/HQAJTxAYA2LEYbjNTBE8YuWbpJ01WWgZJWv9zSo+X2kjOtUZqW94mTKO2xjACoLZ\/TdMVEoGLs2\/aNSk478t\/NQw5QXwgsykyDmzdRRMKNNQDasBhtMFJHTxi3ZNlymoFwAC3TFdI2I+9KUCEoviz1ICso6ibh6WTCHGnFl3nTqpjETpSNzTjiwqFTxU2bmz9LJk\/AectWIFywAGjDYrTBSB0+YcySrQA0bZPyMKNrAtB0eyyNP\/ttYxV3BjR7a8eKEXNrI77Mh6UzvKTzIJu3meXakdyzyEM5vzZPDEGNCF1uR3XWU9EAD1DP0XhWAaCHK1lQRoCmT4mZpDJJSesR2Kiorumhio9HSrqYsbHWL4cqnZXkI33UiQd6yyitdSZwaZTGMc6h22wuJAfegTqhANDDtdAFRRfZljaSVUrYmS1g0reMXC2AunOnZse6LDtajrke0kDyDiUD3es5BSnf\/74uplFaUVb4bk1ROnL50zPuRqsA0MOV0Y4+vRZWFpHCbf3f1nG+uld23jbjy+NGDMH9GmS55pMvh7rI+JkVulxzqC6q9PjJF4nNktV3sqyZA17j8+QCQId7bK0Vlp\/5Mb1kuhE2gSxte9seOoCO0A4wY3z2p4FGfwwfuny37PR1MVthdVfm2Irq6yVqOWLv7SEAdLRDFUGzQtI0s7OsqedCvr1O72Pb9Z4r76YjAGq+lHZ7Sw+0tdxlcytWK3i6uCdAk+X7SvkJgI72p1nsAmUrWylPT2+YJA1J7rplo739segQgOa3xtbh1e3rVqBHXF93m2tGcyjLxhlH+QfK1q3hpWty4CwcKwB0rDvddUtYiclWSuuk\/NxehWYZ0fbwIm\/IQToGoOmteihBk+lIJqvPYTPsjl71ApSu51ace8zB4QJA93Knds0TgFmIKS6ZJxtIj1jDPQANCZgircuQYJxGmJf7jY2Zrj6AZqdEM1Pear5WfgKgu7nTuk5wR\/m5flzULKzfLk9Lqt7u2NQB0JCQk5HqsCMZTyJMgpXd8d3acYaIp9Sf0je7nqoANZmfTwDoXu70KzQrZF\/w67YEKHPv31d+gDVzG6UVvhyhZcvxt3d87ah5UsZ0V6fsSLXPEDnS6UO+aqvGKxAAupc74x1JbkxveoLxW1Z6JD\/9YHCSt8aE4CG4jW8O0MaAGw5HfSCmCc6C7EE3APosAHQvd1qAluVsl2wbQF7\/KUF9wffLSXDfxiucZWgzhaCKkN6Db\/PBO6smfDu+6rhRc6FhO4dHA9CB71DOIgB0L3dugOaLnHwtr\/+OnREoXwwuopSHSTciWhGKaT5znOV1+KJxfZZ9VsVNy\/7BUYRtjm9CAaBj3VnPYHaJr8lOYpMSlHV9OD+d8hCFGekb364fRw4FnYk2QG+fLfxycAM0YnX5pbF1jmN8qF41QBdGu0eQFZoNsvJtl5Kvy7v865Lqclhh1soryq7Qlb4RcbvIi4uMroFggFob7g3QmY9xpQDQvULQ1s\/K5La47tW27X17G+ytuTWZjvOvPihLI5c68zYlWWxs5YTirwGg1vz3VepVA7TU\/lNthIsI0Fs55edl+5Bzuk93o721tjlN6Wpt1pAWMpKxEZKOv3aAMmeW8Xb1KgWAnksFE5jb4lpzKwpGdlna4d4auQ37MYuGJVNIdEIIsqMUoFzy7EzldgVoFviggZ1PAOjJlOOIuy1eH7D5zKVjRxI3joDjRreOZIGVXIVOgsrNyghlNgk8rxnThtcOVAjbw09aiOPn7AwGQM+m4qjPn69fk+w0WYNxeYauidubLwwDQJOc3bxNa1EUnykAmrxTyAiaGFPOAUNmRZeygk7Z6lKaUUQVQ+EDBYCeTvlmop\/kF0JaX7GXFa6zgqaN11s9EHFXSbd14fMES8YYCttyhBqA0qlK6vD8bIVLT4aFPqi30bN2q1fgfvuiy5cX6OcRAHpy5Yu14MG6G0XmcjbZda3cGHmjhrd+1Y+UtU5WWFtuVS3xGQejBtDiqr3UjOqhcjPEck5uY+LnbZGln9Cv6tFdav1wLbhzCQA9u\/J1SPOO25fbKq8lRsQiv4tcLBwP0CxewSHfK9LKDFC+bK8usV0ypIdK0eeKURU2yygopJfltsRoxZaFah2FoXMLAD298l3C5Ab0LtfcUXJmcE6AlieI5JyDRDIiwwHaikEFUINfxXm5JGrYI40Sk9SCGqDtSgAoZzHaYKSmnKVyl2QApWh9eUSgw1jbivlHfLkRnaORQUW8mtQmbZ+eNmq\/fLnmQQLVMIC2G2QHiHIAcpv0EANAqQDQacXRciUMc91dm\/Hl8iNd1mLkmVllvHl\/re29fsWKS04pLjBFsuiLt9pgWbZ\/mEBrsLRZnN6KEAFQr8Vog5GadJZ4FXkNBYuYcagBKgV7QeQAACAASURBVKVTTBhZIVRMvNrIpPZev0K9NDlb6J0gqcZPVne8tQYkGFMOzhylyZeKEAFQr8Vog5GadJYEiUlNjTDFouVRuX2lIaieZ2Zxm8ziz5shKzd3kZzxoCqS0y7wqBvQtNOSgnJ3kdtXxT+gbQ\/LUufkAkDPJy0einr8Xi5apeUlETXAtegK2KXuTWbJkElP8qRL6GIy\/NxUJB8RwAYCVJ6pMIDSZaIbUi4xt4Q+iQDQ00mb0BX1ltreW+tKyUVia6na2lX9gWgHNKu5lAhgTGgBqo7FDpUKzuIAWoxNa0jTZdUiqGJyzikA9Gyqr7ik3lo\/LVArdasFNKVq3b3yKyAQAz9pgRkNAVGlEwmgiljsUJEXjAqgRePkwQs8864ohnQh2N1y76yhbq2fWADoyVTdrXk9ukaTVZg\/Sym51bqIjXYCqIEneRzhO6\/wxA5s0SiNhtKqrMWaIP4zGSLn62sAWrhLHiw8QC1RbYNZcaY1ejYBoIdIXjbV3VoaoItSuHQuGRporQKgxMGFLcdKw4okXq5p1AYUu1wbiy39v9BYHABdCtm7UNq8kMu0xM+0sIIzo2g9et477Uf+hbkzpxQAeoT4PVI8k1fZWm1JtsW6VVY7N7Jyvm\/wLYy+fHFhy6HS7Sd2tNKuxtGGKSsAuo7lUg54y8L6eABbCP+yg7Rwm3Tlkq1Gb3D58vKB+MwCQA8QvxxLFoirNTnKU4DmVhiA0r0xFqANuGn3U5WfSZbVJSdAbwknHVI7QAexhYbEzkQRGR+q86AqAMo7nlgA6P7i9wpNqcqKuQUKzbXM8PPGy6RtGosE0P4N3dp1HfuJZkvFvnfKBdA1vVu40U8qCQYUPoQWGqJVw+L8CoG4+AmAeixGG4zUKWaNXUa3xdUBUHaveAEq3doMG0mwwIfiBGj+3x75AJocEyKp4seidTrl9cSPs3Io5ABQh8Vog5E6xawJAL39P8koRQslQFN+GgBK8tfio3zvabdtGv2rBmiOqKV8BXppD5x1LJpEVgoA7RMAuq\/7fA\/VAFrdbSX3FqbUBOhWt9zcPD\/LgoCF9m45HUAF4quOggZAzZmgM1arxgM0WSiBts8hAHRX78UuKgCaEk00tG2hpShwAJW327IwYckdyOxU2p4PoK1uilldM91TALQZG1+OqW4wFAu59HwGQDUWow1Gar9Zq6RvLM+yq44iXclrUWiSh0W+KkXq2bZ1u3zZUqMRiQ2g7Y6KNVpNyxGvmec\/48tipKbqNUPZWsweqNeGbH8bu8R2p+GTCAAd5ahYIBQ2NYDqNvolW5uXYnXeKrK09fYqLXMdEStL3ahUqEWyZkvrsaRqkrpl6vCDpEHvZlzsrmzFOBZxuVwxLMmD\/nXDr9Gl3\/A5BIAO8lNuVilBLCNrLy2y2Ne6GaxvzzeU9i\/XEqD8Z2zlSjdqTBNDSbegnp9jVkE6E9UAGgRVjUUcQEtGlovHM0EtZ8GGjxIAOsYNs1nTBLGsZ8xAknWYLPZLipfALkcDtCPBKfjZBmg7HJXH5scNQLoS1LJyXvbPdtGy5Gfczik6CYDmFqMNRmo3gDJl8ZLuOpOzdZiv9mVR76iObdsAqGKTBPBT3c1KrCaPvhpt\/5XWDOMyayb8ahWY5+5keHcBoKPdcABNNoSdBRdmv2T3LX1HLW5NAI2\/\/zGm9QTu3LOazlRj6fFfzlF+Oo0ZawC0KQB0tBsBoKRIsWfm59bad29Pdl6rcblt2S6VUWqj0cqxAfv2bNpzqVu17nb45+iYPssnJkgAaFMA6Gg3DYC6lv51k6ZZJ4dVjSVqVE3QNQDyER\/nCH4eAtC1L0sqvlKgf36JJM4GAUlp1j7NAGjFYrTBSB0LUH4f8M0a9pdb\/ZvV20XOnIAWVlW31PXtgyr2cJAeCNDboVWONTt+pJXXv3x1IRPhNe7xXNQS51f6AACtWIw2GKkjASptML6Zxj5NPlai2UiVbkhFIKkHDXNHXOVdAO255dKO3viZnmC8AwLeaIBm4a1O9gZoZQ2IEw+AVixGG4zUbgBlN2trL\/UD1BEpjc4TSZuNKXxCQOoZNR3sG21fOpHdAeSYCu6aImaqNwHq+j1S2XM75kodecT7TrMzCQAd5IddOgw\/+gC67l9vx3oBqsh5M\/iEENQ5am7vSz5OjSOMThBxXhrTOefLXHwhxxNv1xxdjZI9p9mpBICOcqTcrD0AvawJh3sZdgPU4mIdju5d48tg\/PR2A7R0bg+gvUSKBDlM7ZhrAJU+URmeQwDoME+65dGZS+XL0Loq9wRomoT1bZ+dMxgaaQFNLUC9AFcBdNSVuBmzE6Adp9mpBIAeLNfSb\/LTgmLO\/SCAXvyBllb33IEp+y9OgPqdN4wU4bkdKYa1WHL0o7Si9MkrEgB6tDxLf12\/2UrnbNH1zmwO3v1ogAbs910zmCX5NYXLvgBtj1YRnteNgqB5BQA02mK0wUidcR7tK19a6FyqQuuxnjhTwa\/RtkLJ\/TPOSKl09JZb2PS\/3OhHIaS1RMTJNTp5+c9aEGvRAgAabTHaYKROOY\/mhS8lHGwOtK33Yu1n7oXPe1UHKA26kwADlcSbQYaeVUWBmujzXxuZCD95j3g75cSxU1nEe8ZJDREAGmt+FwJICUdZzjY+VzGxO6IDCcNrsYxxH6MEjkmgOVtpB9pDHhUdXzbbYN5MND0x5y4zEL6gzi8ANNT6PgRoZJ2krKmZGB4R\/rLttBpAByXAQcqhuSQPskr0QVYYFdxWdNu4ECZKlrhFJJ4bCyk4ozq9ANBI4zsRYBhAB6mWmV2YQTvlduPg2D5tamdq4HFlWHqSVz9Ac5OVTPT1aVaAPvz9qz\/9095s5EzuR4BTArTcRduX+UbiAWoNb4rN2eZnFEF1xsSKHQCV60wxRV2aCaD\/+scNmd9+\/Dwtb379vdHEWIDu4+ecAM02Jr9PuadugE6e3iiTRm0f9fwUvA4B6DkvE5GaCKA\/fbT87C9PhYc\/rlvnzWc2G3sAdPy2lnLd8jmNZei6zjamtE9L6JGU1RaeEkAtG0cRWJrDslpkjBWvAKhLMwL0iydy\/urTTz95Wlc2gu4A0D0SowqfkkISi7yu+wPONmaTDkwHLNsuDdgd+JE5rK67EaeE0uuyTZzMTxX3AdA+i9EGb7oB9N3jJL7c3X\/8fLkyVavxAF2X4GiCsls\/fU4LFzbtqxozxZOU21uokoqKbcTGzsCXJaDnXqm6q0xTY7yuBCUorYQkD5p+9rVhn1gTAvQxAX3\/+ujhkaAfWmwMB+hKrMGHr7QEM34mkBDWfkSWYwZo2YHG3s7Dp5vcFzczMDtKCVBFpTCv7FphTLTGrBn1gcMervkA+gTN9d7+mI3+wvKNpB0AWpQP043o62JlF25IlqMGqLxzKnGkcS\/FNbMDoIXvMSq7fUKAKo8UTQXZB\/38NRB0PoCur0LJM7UGX6u3e7zF2ajjOGUm\/SqvxZXNrkhZtFnbn+K+yj4oh9gPUDbIeDHdLkaMG5adARqlOiH3G\/Y9BIDGKT+\/lc4Uh745hOsXyVIWzO8J0ObO4gaCPIwGKFuOF9ftbFikrvPlpjtpOUUDVHBVXdL7QHwvzQfQyxfLmz\/cnv3w9kQAzdeN4CxbW3Wo9ASwJH9\/Uw6HLxsdJ2XBZiv3qPJzhed0AGW7nTyU1oBrbmr0as2AznLbVYWfAGjLYrTBm54A+kTOd+QbR2d6B6rMQAvKxl1osn24K0CTXgid8rhKB4oCNEtJe2IeDVCuTCdLWgPOAcsK+k+bliPOfgC0YTHa4E2PAH3Uz\/\/j6\/9cU9CnRyf6LjybHnG1SCFwOeX7cEeAluzmtpbDVZKdUYBSoE4J0OK8LSt7Tldtlu\/iZ1pwnv0AaMNitMGbXgD6oud7+8Nf357u50AJFuv85CjbDdC0zMBH0crtPE+sk1y8Doqa2eIQSDI3FwrW9jR4nxGdI6l8DV8eF3uO1xzjbn6SI6zhSjREFoY1jLNpIoA+EvO7Lz95uwH0iajb61CVxu+TWwYmLPli0fXxK4NWamr7kCTHnAm\/fymUfJvEAjRTR8QkVq8VjR++zD3M+2Tu5bD8rjTsc5X0CABlLEYbzPRM0RtA3\/uzrfEO+6S+5GMBmvrKTOWQkazbsxx7lKUDP0CFu68rrhhDTT9cmZ2ZMh7rWXF2gJLVKr5VmknzAXTTw38Z8bkLQOt3pBCAFjuqJOT1Q9VhP5gim10vQMnA3v4fEvGRAKWe04fXAh+oz1mE7ADlYl62CR097PtoZoA6dOhNja3kutYyeUphip7zfFJTGFR5Nyt1XDxsN761Wk+CMO7JdiKHJJ+n5NlCEjFSTjwnlZvO+HK3mJVLhohxxQ5uNoOB8R0kADTEar4cLABdjNuV3U5JIpNVypbr3ss3JXVWUDVOI45ERIufwQTl+k9y7CV9X1E01\/R3N4DKk3Krw811eocIDO8oAaARRvMFUbsu52VKOE10C9ljOUD5XO9qel3qVoh1Kk+MTXtnqSc7g7oQPUZFt7M+LGQplDVMHTbR1qIy5HVuqvyU4wdAeYvRBiM1Ys6q+YVYeYvFSNA0J8ufEpObQ0qeYRusHvBatuYe3OjytuMUP0a1E7ZM57Iatg6POiDT2JbtxF7YnzgRggZA2xajDdZU\/134hVF4CFne1\/LC4vbWSAtQab+R5xQ3XHlrNFqdHou+LuSt7iiA8uWBHmgfW7Rt2h6z1pkzueIKAHVbjDZY0ykAWjqs1y+BwBqT\/dGNljYsWTw9QBmeDJ3PyyEAJaXeBaJahR7RwLL1VnoDQN0Wow3WdIK\/xmReEhEJRlZiGp4JoLEX4q3XLkoo8HIoQMvT8TTQIUNHFh4\/oCJAYxfD4ZocoORf6lTpDADtNJDyY2UpU+32SULZ3NvITC4LxXa5FKv27UFNDNKMxI2VBFByu0jPPa7hkSqu8\/mwVMYwK8yt2QFq1KsC6JalVDiTp6mZNxPTvFpKGdpwn+QlSyhZga3ElgPHSjgEsgndbhpc5UNFQ9uQX1YoyvusuP0EgEaaPAKg4mIsPywBulM+kIfS9lapaiQxb7Y61HJ+KIRkl2As7VdR5zzUoTcf9haUj\/TWr1fFTwA01OQeAOVuxHwrjp\/pwt43tzF4q1Vd1N+FL0dHN9as9+CxEuYueciclP2OY0QQT980kDBT6p+vB0GaEKAP\/\/j7V1999ad\/WP6Q8k1DANq5scwG6GJst8jTl5S\/tJ4+ZKOYzdPwVquqNsNsWmVbLuWLHisOKNmz7Kw7FX1ulKRjlY54ukxPl0MHaTaAfve7bV6Wf\/\/a2nzE9HUvDquBdJXqqxeJazgUdAEovEUAtIeCfvYWJto1Ra+nhk0xROkSu9AREGbgNWgugP748ZLqPdufAx0zfUlEfQa01beiwXz59S4AZc+H8QBlR8mcvdbcVifNsSLWKbk1OjdsuGW1lbOqfPkVaCqAvnv+a8offPqif3v64s1n7WZEY2YvjKD66lnBqT0WdpKiaL3VAao6P1gTHR0umlan3DFFa9q2AdoU4BFKB0UcXADUYjHa4Krnv0D\/e\/Lg29P8kx5hSFO768A1tcOXI6VKUeRGTFXdYI8G6JV0\/DQkp4Zyota0M8tDzywhAQVAeyxGG1z1TYHLs\/yjctZLdYTDAH4eANBb0D0A1Z0fAkDdE5XZS\/jJMN4Satom6nTcRUsSNX2e1pI+mV4TAfTh82XJL+wn+WeNZ10ge4CfZUnLWyMwDWH4OfFfFbKQ0neV5WuGrdF2M2852DzNws9kVgHQGIvRBm\/ifu\/9BL8Ln5udaoHs8OohTaxoYXtauQO7AxPmhMnv2sBKa9yOgCT7Yp2Tw8IAUFXt04g\/FQFQv8Vogze9IoCeJ8cYf19MWZJ5k913BybNichP2dOS63IF6GY+a7x2OisLIVQDnkY1gO78ims\/TQTQxyt88Y8Yz3mFD6FWEPhEM1FgTVlS8DMrxPnXbtpaDGWNNaQOgArT\/woAKo54e5Bn1UQAvXxR0PLptej7FhOnAGjIagqB8B72N+CQ23zyEX0UqHyYpbyvFQNfww9QafrnT9MqC3v0cj1MMwH0h7ePBKX\/kvGPj\/wsktKqzgDQkI3ig7B+EQemDOTKWwCU1up0wzpOUkZn3sfXaAHUcWqcL02zQq+CyVfKz6kA+vRzTI\/E\/PR\/fPWk\/\/Xyk\/Smn2IaB1ADEyOw4YOwPg0IzYYKtzsBNLtyS3lfKwYJoMl5wCe2mlODBHlQmtaEnp2gofGdWlMB9PK3t0uqN7+1GRh44c0Kuhj8AHXYMAQZi7Z8W+0F0DQE3pMXoBe6DJmm2lMjqXcoP7kuZAWo0FwAvTx8SRH65jfWv8g0bCUYDuujACoyJMi+3aLAkgh3Gvf1D1o16vwsYFgWbnXWoqIbAyRGYFkv96vJAPqoh++++vLTTz\/9zVdfO\/6e3biVwO9+7ulxANW3GQHQcjsWLBlH0DCAbsgk8YoxM3TKzdWdD5ccwY73g4k1H0C7dIbb0X0CVM+SIQSNAeiSYFNz7yhrZJ1ueR8tOYLjY5tBAOhQbxwTCD\/cCdc8AOVyNvIZrRbjUAqDLysuqhT423wua6E+hUWNuwTowLvFwQJARzoj3yNIH1\/\/715Wi\/qftUjasOXeug1DJUGTT7dq3R5rw1njRCvzpROWN7KHK5wakZm+ZVHtAtCepX5yAaBDnS3c0lnI9e9S2bhV06zlVjhsWbBfVnVsgoSQ\/FCwTw0uGFvsh6L59kAyNTrCTcfEbUa2bpqmPQDaPqPmFQA60pmwcrJF7ktBzWvStCEY+440IuGw8D7jarJ7u9ZHhD0R8hhqtiu0s4ZLBjIcoOZ1sQNAa2M\/vQDQkc6klZNtSHtUQkLXasNH0\/CQNzcQNEnZ6t57t2vbfncWFAVQMv3RALWzSvFuoz8BlVy8AgGgI52x\/Cgj8QCUz9108agYIvHTEq4wAHyKyJeFcMztPQm00kXHoopOzvRhMQdwuURjbt4AqM1itMFI7TV\/xV6NB6ijdb5nLERxeYwDaBN\/7fh6+Zm5iCGfEVLdx0huKF0NYiVFaDVfyqBmFAA6xk15up8AoJdix+j3x3iA1ojU5swOuzQDaFR6ZpqE7mNkNZRb5Iw6+Zk1A0BtFqMNRmqf+buunYxVciS7ATSzYbvROzwaAFoNZ1nYHwijO3UXgFLGB6VnFkiFHSN8TzTRapSPDABqsxhtMFK7zF+JTWZ9Hg7QesoX49EC0BqRFv4HwuijPXZpCrA60Ee6l3sojYIvJ1xSWcPcVr\/K25wCQAc6oYuvBGjPS7QQgJpMOAHKdlJoL2\/UJJ0pX4vk4ztslhswMbPG4lM5hGzZlxMuubTxZqb7lvrJBYAOdFLhp\/UGLTXuucHz5Zjqa03mHYYn4WZap8+67asI0eJnEVm3hDXUCoHP\/k054bXy2l9lrxjbQwbmJAJARzpZlnwJJdU68pX+NWkGqAtQTAbjiHjhaUArpKy2DWxM5jgk0Up7RZ+368uBGSwRcrsBOiY1P4cA0KFOqiuna1F1r0lrSvniyex0a9ARsQag5Y1T66n\/MGLjiVCKQWXemPe9bKcD6PY\/C0FZ26+WnwBotP1i8Y5aOb2WzfvdgSbegKtlWU47wEWn85VASq7TDH0MQJMYNA7KUDUAFVvFAPT1CgCNM83xZYBDC4cq0LMvdGLGgMGIIyQZUAagSReto68YCNW5cRKAJq0FLBZDxHQQAFUJAA2zvC7BJAca6chQt2zhoLznYLCEq\/DMju36bHm5ytN2Gtut+tR7jx278izbZJ8bejpQW4HrIACqEgAaZXi5bd8l29BcXT9RdJuZVuFSM6ulW0W+3AzB4kQyQ86nLIIMquEAVYJrD4BaBpOtnRxEzMKIAOjI69fpBIAG2V137pWiMiS7cjLL8iS7YwutJxA7IqJ2E8PPNCslXgYAVGVwPECtt4+ilJ86S7kuigrkTDLOeeq3I2k4swDQOLtkmdG1l62cvpzMskvp7qgSdIRzbwvREHfJXPP8cwA0PvXKXS+pdE1JTb5JA6DbOGuD5hb9KyUoABpnl7n0lCunc5uFAnSkc28L2VK5BdmdehhAO4\/GusnEswpHhjNbBOjqrNKYjzoyaTi1ANA4uwxAy5XTiZRKcw4m7H\/dOhKgbLrMMdUB0MaRpjY4IM\/i0KPDUeOkkavmTfp71Zk0nFoAaJzdEqDMyhkBUGGdvy6Aqp2Yt6srQZMsxfKTY5+yfyxANVW3\/wfxc59VcJAA0Di7HEAL1wMAmi7xbaUPAKg1kzgCoPYLY5UR6Uf77\/8iNOWYGoZeAqiyeVMAqMlitMFIDQboSimZlvEAXW7QIP7J54EA9aCJL4eKSbqNSZOCn90DGJadjgBoeTACoDoBoEF21+1Bc6ARAM3X+rJlvJmL2ycr0Pt7b0WTPWf16Hp6bHGFwSo7nTpMBtyEV0t8uXSoqJXVza8vyvZN83G2ziYANMhuptKdH6A5Gy5JoZJnrgQlKO2UlQLmnNWlcuTjDKf2Ow0pxqHpKbnNV+pahr7sIACqEwAaY5blp3jhNgWTWS18VS7qQlh7KoQ9zfZrneBOEgblMZi6pZ\/19nhx0+s0VdZlvACgNQGgIVYXfkNxK2cpCgrjtGAA6KWsuLui+FmzoOeT2Tlfth4MqZ1KQ3l1kDOCPmHr5k0cihzSYdNzAgGgwVbzLKV8bt16wq0q3WgCQOeX6rzpfS9iN2w8BlmAMg1l1JQnITExYsatB\/1etk4mADTYapGnZIWLtHeFXcXbLjbaawWoLnmxA1R5ikmGrTlVOvuFjaa\/pNWWd5JkVBGEUbaDfj9b5xIAGmxVTByaNiSucuViQ97+W0Ywt3RoNANUmxLJALU5TO8fckMdsMu1MmTOI5n3WvkJgEZbVSaWpQlhRysB+vw\/gtLXojEAVaOH0CoeoExLJbCLRfWq5nwqAaDBVn0e5F3VBCgh6Cs85eMASkdHPWELlTksrk4IQF0xQCMEgAZb9QJUsqACqLTP51cYQJPx0U+YcDPwp7xF3phMGwA6mwDQEKu9L6NiAGrxNwlstQBtTUAKwt0zUB7EL6FoUuPDADrNQjlKAGiMWeENpt4AX5bY0Ll5utLVXfeUsqOtCchG0QDQmHeg\/JAvSx64dBLwAO09ttt6pfeaQAGgQXb7FlplQ5ZsSF35+JkVbI133FNaSjSiKrDFf9RqZw6LTBYL0MKOMDVsHN3Hdh4i90mIh1csADTKcBdUajt6Y8OSfX39yhGr5MvQeG+CNvzVJyAaoOawSuoJgfAnAT9lMWeZbKVrodyJ9gLot5988MvfvxR\/+uhnf4l2qtVZ10F1R6cEXWobrd9Zs+3ee2pJ5DaSlNW9qL5ayUNiYmQ4mzxi7PM95YEdxE\/GMo2oKJcWuqOYVjsB9IvnEX7vz09lALRUdUdnW469yNuc8eXRbZ2KIGgedoUa1XZMWEyc9FHZmtbTD2f3GSLbFQPQRTcqsjm0D0C\/Wd789h\/f\/W5584cLAMqqmgfUL30OX34TBwD0EvDeoAhbuesN3eViZJv7ADoqz6u\/PJI\/o3FlhbvSLgB9+Hz57On\/3yxP6ARAOck7Or+z8Z+YXPlNHALQan6utJCXyWhX0KT3LCSbZQjZfYKPcT\/1ArR\/bubWLgBdkflMUACUlbiN04xlQoB25079fa5fVDUEdeWq\/CtO8sR2Sa4G4FQ\/QNt1XrP2Bejli+X9HQG6MNrHc6Ro8MEAtQ+Kw33\/2If0WQJhA5Ha6PUAzWxzBnwhuASA9mmnK\/zzy8\/n0vJrANQmusODAJoatIyK3b06h4t0yobB9rWJMOUQ+QCqGZ2AAayoDtA23gHQcIvMs6fE80U\/fbz8N1zhLUpWcQhAbyZXa4adqUqZuhqwNviy0QgLwigAOAHaPsQiBrCiav9VeK+0vwPtA9CfPlpu0Hwk6AKAGkTXbrrTeu7E6a41paC2fEi5waoUGblJ82y8105SZiarqNdyPJhQ9fXUvqMAoOEWuYc\/frxC8+GPAKhFOTJZglm3f17fRlCLMx0w6kZ3AKixV6KdrFxOlq0vWVAq4hpVPxGbzgDQcIuk\/PAnrsbD\/\/t9tFOt9p\/i7uWeJIp0AzH8NLnxLn2bK9WVtb6Jh95i6UuMpeNf9RRiLLprGvW8terOX7Q2OrFp5NzMoLEAfby6\/\/LraAc92n2OuzOb666mVjh+ZgWlYbYcq8xLHmreFykF9XRQH98aTMdICDGWDNQDZ7kFdGvEDGC1tY2gjWq1IFUBvUoNB+ij\/v08DN17jgNWVzvrcCYBIwBahlmkY8kHZcfELnaeQ3LEm1Na9lhiYxQJqiHgJR1SxUhlreW4wjTa\/rk1FqCXbz9+Htk3\/\/7naDc+7TzJTrRlNviypYbTsFnMXsoBmvhkuCBE0rVHm6fPloD2DIXEz7Kg60x5xMhnExdMHletfs\/43jM\/RwP0cnn48t9eGPqbf0Z7cmh3gPa7bkP4NADlkqs0fD4fpTt8wAzVAbIs6b\/GFxsAN3ta4Kx3j2ubcgAbjTd3eSxMmPdMwQ4NB+hlY+jPf3PYN49umhCg7TufG6D96bHCYBI+n48uZP+WiVNYWDJBqadogPJlZdvllqaXw6MFKBlDsUFziUGS9gDoo\/715dvniXzv98cydEaANtMDr5fobSPEIeWXCUDJfZVp1hdVO4Onfk4G0EttADWOKXXlAfDGePfaCaCXlaFvDk1DTw9QFhoNkrg3aYVRHnhJcRBbLEAJGVKopgV1FGnkmtGJf5sRYXlFnziAGscqgPqDvHftBtBvf3dbBrffiz9CZweoK+3yr\/8mP6PjkAC6bnIGm74usdCQAToqBQsBKCkDoCfTPgD99pPnJf3e77\/73bEEPTlAfWlX\/Pb3xsGXOcN0YxPgsRfpvtcSKkvufLcdj8K72DbpxO06rzPXC1DPFeQetQNAr7nn9e7+8Pmy\/mWR\/bU7rfe6cAAAIABJREFUQE1o85Iwevs74zDlemnWueWNfQBlItdZcqXcqoA03sXG7EuOyyUpiG0zI3IETJCjxuPVaTRAv7ve3LcfBP3h7R39LrwNbe7dFrzc3fRSNKOhrmln2YO4EJSWBvGi73aQjIoRbQS+doDGHcmvncNjAfrym0iPV\/f02f0AlKZWbdf+dCV2mcalf8mHLxHSUFcyFODcHaCj1Ieikp\/6uS4XnrQUiyHqw349iFem8QDNv+3++OwXd\/jHRHRLni\/vLW8cFVgIg1A8HgHQLhh07\/8+hPTwN\/csLsViiMIWYt\/xMYNGA5T5Hc5\/RHs06NwpyOwAlWEhDoLAz8i3CF2bOCCD6jMQGECC0rxGUohaiJ2H1wwaC9DT6ZAMVO18eoBKsGgMArOxnVuPjbyDQSfIoLr5yV\/mqzXiABpj58QCQHf02PJ+lvXWisO8p7UGyWc+dPGO+vmpOv26QTdYtVnIM9TyE0\/nzrKgBwoA3dFjG6DnuPG0E0bjfmoOAmPQtXGDR9AweR1p7l7S90YEqLFzAKjHYrTBSJ0boGe4MbbjcATp2kh9BA0ZQQtyzjFzNbkA+tSf5z6thSEepxUAOsKJ+3XSWfKYShyeJM+5kTxUCh1BddxD7g7RS8FxHFBsvlB0kMdpBYAO8EFXvnENnYOftTg8m8K3kZJtrB6VyBE0AFRZ0eTc0BVNVW2Q6fLdfhPUTlAA1GMx2mCkdpjFLG16dWtoV4C+bOSOrLIPp0cC1JR+q0ZIGeSS6tIF0AGJ+bkEgIZ7uJ3c6+Yf53zvfDX3pweoYxCSXXw9jKw97UDvS3O+7K9ocG0YMh1sdSazBdwF0CleDfcJAB3iIdn6w9ZQJx76\/RWOpXgcg7CaIZvY2tHesVdTbARA9Ra1YWqGg04uPbwuLoDuvkR3FwCqaWRYAjRVWgkasYZKIwPQXI10ub2TWOiW4pqzBLUNwlaXZkF73yC1Q3w0QJV1FbNQ8HNZ6Gy77wDGZtMIAFW0sSyCl1W2bvfrl3H8pEwIfzlQ7ep6KqSXurIGixvrICzJnwv1ApQvm0yoAp8EoIpZoFO4nv7bR6+XhE4BoO0mJip4Xhop9igTxYhNW8u3mjfqGtEdGegpAKoEf\/xhNgagar+3WSa9Bz85AaDNFjYqlABtbkFdlSKKcIA2KJDlJiVmKwHV0cwHs6W8aRKkV\/wRU3Fl7WDTIF\/W1bXm+4Wt6wSvlm7TfurdfYQAUEMLDRVkgEquNXuPi2IAQKsGCbn5HsntHQnabc8eDFA1icwpdtMeX1bV7QiGtsxsxXXuFQkANbTQUGHNz7b1V1TPHCjgwkSRLOljAKpsn1ZXhsqDwNBPf0vGiIGgHje8ua3YrJuWNUdyxe\/akTSbBT85AaCGFjlA2fK60JZkLYu+VamGfEm7fVXthE5KgIrbqTYgZtazV1EHP325a2GkZ4B9FgwUzBaZhb2MKTLwTiP3JADU0EIF0HTrLglJbA5qlVJM7wnQ27lQQoFvvyzpK1M1QJeiaIDQenr1nDCUn\/4B9powtEtHyHL7Z33Sgt2GxsPrYTIAamihA2iyRtKbqM1BpVKGhphZbAJ0xSDPFbY92dI2lFEomBFETpfiHNMrDcFhIDdibql1nB3a9AOjSwbckYwIOJDOJQDU0EIJ0DIjGADQC6XELgDdWLjwnskXWWlNXgXLQjjrsJk3XQlfddMkABqLw0JuxGdC6SY9tH0+ufM+mJ9ZYXYBoM0W0gaorVOaNMmLptjcFYByRAo+zpt7fckcLktakeupH6A9tz2aALsHKJ0ZN0D58kD1AvRaWictLuqdTpM9BYC2mwj8q67ThSq3VNRph5dFsS3uSIQ28wMmN8kJyp4JJDXaZ+N4GZKdD\/MC1Lkw0h5Hns65+ddC0FkB+vD3r\/70T3szT3ellaQFn3QPXKmSAEkXRZFhZVdp58JXbBoKwRKIXDDX55drxnpmgOaDPC1AvSdrzDJSmg80fJxmAui\/\/nFD5rcfP0\/tm19b\/4F577swdiUR8GkAml14aWvNZSlLjjYjNMejFXsIWqtRAyhfvzMoh5idulBJrbI0f1aAalam0FQqqyavVY0zv+u6iNdEAP3po+Vnf3kqPPxx3QhvPrPZiO2uhgrJWubXpwMuFLllTpoVQpUCVAdcWndASBWvW3lJxTdKrxRL\/iAmkvGiS8AKULbHyhXarFY910yBnkYzAvSLJ3L+6tNPP3kadhtB9wdoUknYTfYltGzUzO7\/vk2vj4CcAy0gcfHstFuKUbgOP\/kH0rhGaZkE6o\/4IICu4+wl6JKuz\/Khsm1WIy8HjPCxmhCg7x7H+uXu\/uPny5WpWgW\/0dFMPmWMfEPy+V7Kv83pMmtJA9ZqZIPWWiejtFu+kc0NwWYxEaRNWl5KdQSyHz\/FM9vadnu0FastW9WKxXnE6MRqQoA+JqDvXx89PBL0Q4uNyO6q15WtrPeeLvQOgNrSgAQoCT9Fgm61U0cDaZrGRKkpEpTb3oEEHX9qbC75srJx3lOlOUW1YssckZ\/Haj6APkFzvbc\/ZqO\/sHwjKRagKrsSZ3vXTr7Q\/QC1pgE5ESlIq5Hmjnq4pI6SuivKWYu8nAfoJai+lyEDEoylOIAyJ6jK9Ik1H0DXV6HkmVoHAFRKQexrR5UbuADqaLIFs2w3xUbrzFF8bibixwlQ6ZQKikqu2jcghwGUHJVipfJgi4v0AAGgbqknn98V5m3JmDkMoBQKBZyUjnq5JAdVmvMCtFqOV9CRchRAqVq1hkR6gOYD6OWL5c0fbs9+eDsBQIUUxLhbuOoMg3YCKKnrB6jPbcW8OKBKgPJE322XLySJ6wNo6NFkAGheCjJ9Yk0G0CdyviPfOJrgHWjNgO1yxzgrmeHYPHMDlFwb5Z6rACoReEeA0jSuy1BIJruFxZYlpwa3AChjMdrgTY8AfdTP\/+Pr\/1xT0KdHB34XvteuZasI3sr9Zt88UwOUvzay2X75xkE2JoftDVSh5G7b5SgEw8TYVlRWUy+90Fz5AE0H0Bc939sf\/vr2yJ8D3XfypV3MwcO4efwAXW5NuBcILUchXBKujUwKuqxX5MoGZ0duV4BaHQlzHchP7Zm8CHMRYPrEmgigj8T87stP3m4AfSLq9jpUpdDu7jr5hl1s3Tz8tlVYWVM6MhJ6RxFckrKe0t6SyuaksOIKVuFoYcv1JpaQnPGrvPgG2Dcl59FUAH3WM0VvAH3vz7bGsd3dc\/JHpkHcSWDcM+nXKkcxAG2Xi1it87XVHzzhdoByM1ev3kfQep2tmsHB3PycEKCbHv7LiM\/w7u44+UPvkeXGUu5Mnp9Vgq41Em\/uwNvlft0iXUgh0n7uR+3COIQG3DpW9m5vOk6lmQHq0LwTO3Z5ivxUOWMSUY0jY\/rEm2uXA1ScDMMBqoOXrcuGSW0ehczHAGiQxWiDkZp3YiPyNYs3vixWz\/mr9NKbwl9fwjr9W\/xkcQ4mqHJQrADV1m4ebdzM7btCzyIAdBYF5GsWZ3w5uI2Fn2zd66sAfQbco\/EpFu3JgQBtovBWQRj2PVboWQSATqP+fM3iiy9Ht9GL7\/2S\/ka9aYTMo7knQHUOhgG0XjHnp\/4d+OvT5AA98nfhd9eOq9P8cq24zoUHxOU8F3b32vipD3WHl3zGJG4sQMXx2T5f7wCXeovXKwAUYmTamQyKosdZynnyvZs+01g03Df3+C6J9RCwRJS9sJTdvDyVQ1k\/v5XveFsBoBAjy86kcNO2ccbDZJnLUj5UePfEugdAbUkc1wvZAAtQztEVihtGWUPlf+9RkwOU\/EudKs090fvdkAx8SXJAbSN7PDcP+d9upvQkENEZtAU7sH9elXl0hYxJ\/LX8m17LudexWoAykey3hHfS7AA1auzMDV4d1awh3ldWkGtuTdIUMHD\/bAbzLUuhORignmv\/aJXJdyVE7kMZoGU5bdMEKLNe91zC+wgAjTQ+dHXsu33VnUnSGvoSMnL\/FG\/daIa0VhkN0DPuf4GfEhnL+AXQ0uHVATQ3zQR1whOoV68aoAujod6ywhjzO1wgLQMm8TF0\/5wEoKe\/gba6pQPodpmgI558fHtKL\/pNlu+5hPfShAB9+Mffv\/rqqz\/9o\/2HlGMB2rAwenU4t7zPlWG00rhKfobsnxpAN+sG8zuOphjBABYru9Wslq6Aospyu9iTWchnmfFx\/KDHazaAfvc7AsN\/\/9ravKO7LaqMXh199i3b1ZYoCnHF7h8CZQact\/\/PBNCII52zypfN1ZLgyipZ9Asz+ACo12K0QaIfP87yyfdsfw60o7tNqpwaoJbtakwUdwHojZ3bLx5tUZZ9Uxh3ZcOByLMdUup4wgDaqFLh53ZFKAwAoCqL0QY3vXv+a8offPqif3v64s1n7WZE7u62N9yZAWrarkZHwshE7x8m5xE+UnSS1tcTLDBpdPFbEU8kQCsRLrkYiwCo12K0wVXPf4H+9+TBt\/v9kx6aS0+Am64IKk1tyZnNEQ+u8P0j8rOosSxp5UpFLQ5z59bgS3t82WajHHc1QNsLonIe0Y+uwwKAxlmMNrjqmwKX+\/2jcvLccxvxdAC1NDU7YlE0Zv\/I3MvyoRoc\/fxkOuJTOhSGSNhmSTLOueAaFw0qDoTGxAkAGmcx2uBND58vS35h3+2fNRbnnt2JYwDqvvUNBiib7w3aP21+Xlp4IK2V0FpuOVYYQXmAmqymB0YSalJotW7XqQcvPWPWa8cSPq0mAij3e++7\/S68fDslt5luL40QGnujjhZ1bDEnwaj9I3ZyKzT8mGfqRuWt\/iiAWswmK2+hj1W2zB63BjqAcuvVenJNIADU3jBdrqQ4eHU09gb\/cf50L4Duun9SJDY6sPDzV7PO\/7dDLPFMo8KuPGqvM0LG380wD9DyUGK6xfV0UMA7aSKAPl7hi3\/E+OgrfMBVzBREnZ9ZYf3Cdvvk9kJPtI70yO4qdct\/slVgyw3rAwG6FmwJIVseJCnK6uHITLbMz0kJOhFAL18UtHx6Lfq+xUQHQFmqnGcl8AEuntsnj2JXSO39E6IJAVqAJ49cbWEPgIpRlrQ0vjuIWmxHaSaA\/vD2kaD0XzL+8ZGfRVJalb+7UoIXYTtC0qp++W+O0ZatyZKC6QDKL6czA5T3zL2LaFlK6gmJyTyaCaBPP8f0SMxP\/8dXT\/pfLz9Jb\/oppp7uslSZA6DlRZ7WZZb9ZPzcCaC2U6hptFxPRoDuiB5pgM2e84PjPBvIqakAevnb2yXVm9\/aDPR0l6PKeea\/ClA5p5wu2WQl72\/+dODqNq1XTiGPAgC63+W3eFXl9Fyw9zwbyKm5AHp5+JIi9M1vLN9AelJ0d88z\/3WASjnlnpuwdB0Gbnl\/p1ofb5\/rIs3MRcScGc\/L7XZsEjtI2epSOi4rFeXzbCCnJgPoox6+++rLTz\/99DdffW2l52UEQM\/yCueaGmVLVn+b3Tv81h40oSHrx7JeuklBAKvF\/AhcSbOliWk3fhbryMTP5IjIbAKgpcVog5EK726Z1hwkPiNpArT68UC1xs2YXGXm0tarFYag6mhHoSrluq2hp5lPnoXCBQiAKixGG4zUgO7ulwa041iL5OlW5Brx5eFqpV1mOmTTkPFze42ZVTfE2znHkoWFymVxj4mrzhcfBtsEAFVYjDbI6qdPPvil6e8wvWhUCnE4P6U3e3USHQjQquMWX1mL+TRsPU\/Lh0imnRugPSvP3LSyjoTw2SlmAHqWd2BOTQtQ4+9wXjXnJG2qLHy6D1OCatqcDaDVj20+zgDQ2jkWn0k27Tlcik2krukAep53YE4BoDOptvAlGNa2igDdQSKR3BlA63nWKH6KFl3QavEz75oA0KJ2\/PmxqwDQiVRd+B7oLMkq7oxO4UwgPFO1+rHW3\/b\/wwHKlwc5a+CxjnOzN74sfMAENzU\/AdCJ1Mpj+HLdIJMaDFKydQDQgb5aeJROMpevJVlEyWdsefKEsxAAOlpx66W+DZ0A3esNVLqv9wHoUri7C4DSMrf4wl7c5DBsAHRJNHvqeRUAOliBJ+4AgCabaaiKfc19wFf2u9z2ba+tPh0O0OztpPnFjQTiW36\/HlWMl5KfteBmEwA6VpEpXgug5jdbNA3Yd183xsXRF95nsWX9xnp0EED5jieDq4uGXSQvX23\/ybuWec+DOX5WQgSADlO25nyuqZG0zFXNCm3jfHmEcl91cAftriVXh60eHTPQwuKjw6AbEgnE\/H9ps23Y8zMx6Iw8XLMC1Kkd56rYtTzz6vuaGsnWo8JjO0S+PEKFr3qsscw7mJ+70oLPLwVoqsZEiJ4mkvyalE7829WfszqbANBBftbFQ47vSi3RTFJze8g2sXLiUIA26x\/LvFjxOdwgV8SpAFAbzoWpy5djvWsAqNpitMFI7TRVGxnJUuEO6KwgVcgJ2tOPJI2t7KRggr2WDXOV\/aza60TYXCwl7dZQyho1i2w5O9wbtgBQtcVog5HaZ6rIvYVcbXLf7USgXHTroe\/qx5KIhlAajN7x1rTn3LKPzn4ZNTupaXExxU8acADVdQ0AVVuMNhipXaaKLLQ6QFtxFTX6qMawUzRoTFJ03v0W98OPSvGjEyluUjPwGQGanbuFScW+AkDVFqMNRmongJYviBjfDoB2geSF62siWzU4Il\/soH\/fwRGuEaMTqRZAjdFvljKAWuwAoGqL0QYjdSBAGUi14pJquHpRhFKzMmR59\/CTFg6H6SSbXyKcNX9O7CzMc42dPJizH0JaAaBjnNC1lS8YJpZdALq1pGW5co+3SGV7TUpHA7iqNHGq0alIIlwygu0+SwA1vwhIfFkxflIBoGOc0EuPsMgAUKWyrIfs\/LRWN0G1Jk41OjUpzhpFn7cP82qmESdbYUm\/NvTodAJAxzhZVlSJq0QDUHr09115kjCmBWgynF33UtaP0sSpRqcqDRyzgmykl3arhYygfosnEAA6yAldJFK1JhKTo7+LEPnhX3GaB3T4Ck+PEXL\/S8laVre60Zo41eh0SdXnhf8xpiG+phMAOsKJ7m6U4ZGrSz\/oSQK2pG0jz3wAreTQAQHrTZxqdLqk6klQd1\/PqFEBoEO8UIJW6xUSquRle0A5QKt2TpUtEIDSQ+dIgJ5odLoEgPYKAB3jRge7ApwuPBYgZipQqpMvayZ7IgpVBaAkPWfqVywyA2UwcabR6ZISoCHnBQCqtBhtMFJDJ45sy2SHNmHauUKbaeyafSaVtUbtAQWL4ooHaPNP3BcGmb5ZTJxodLqk63PMeQGAKi1GG4zUyImTNlV7s\/UtLcrp5EFutA5ZxuxZCJGeRLdnGVhp9Us1fIEHLgYbenFGKfsccl4AoEqL0QYjNXDipGNacXx3La2ELoINbSp8ViWpZtFdcnZcv6pu+aTdJW3GfjBIZ5gNbZ8jYgVAlRajDUZq3MTJ27J9Pe8E6PZ\/iaBzrF15l1IcLiSdTips5fqpJQ2GZqYCFZLVBQSxFbtN1Xuz8\/juJAB0gGVNWdPW5Hh6gMpEoVknXy9Jv5f6XhUHQ3FX6BQJfLwzbUQxYTTOg+TDGS9BkgDQAZZPCNDdD39zeiVv5e3Byp4SoFmWmnyUm5M+XAqpo1eJ2D1NOhbU1waIx47rkQJAB1g+HUD3z3fMe6VClOyqLlEySe\/Y1uWD7MOxBKWTUJ\/yPTkTy09+Ad8+fn38BEBHWLYDtCMdKQHKLdOdD387sKtYo3ZFgOqMaWZkzHGTzHIjwrOSRoqreR7IH04uAHSAZStAu3ZsAVB++x3DT\/2Iq3C4dmBZsn9dIu2cAqCV8bBFrx7YNKhKhKrVcAhiRbK3AFr7dG4BoAMsmwHak3Mk1yPy\/91u62xMfFmqnXVdAiiptdDXiMXotfK7+oCbotfPnBagKn4fkqTKZAdAAy1GG4zUSIDyy16ZznRsB0rQm6Gmv7HqRJAM0KxMO35JNnjN\/+pMGHJL9KpskTPrfP9gdxsnMk0A6E0AqKVxDXLSmh6\/1pdC6wdjHCoi4st83e1KzTbZOpUBVM48G6cWbdcHUOXxyJjtAqjFbZiS0TbFDICaLEYbjFRPd1u3JunzVrt+CfzUsGtMXA4E5XCkFW5hFn0rOlAQlO8dbde1320nRRqA0C7pkwhQvdsokZjSc6e96gBQk8Vog5Hq6K64J5P9zfFoND8zZ3yZrToqMgeCliX9t6C3z7d\/S5Tfpqyzet\/CEqYegIoXlirdzW57VZ7MKUC5TwsTfPk1CABVtxSO2HEYKgLQeNEv1kaW1iMPggg0irsuM8YNgNaHi2uyNRgG0CRkft1ko3A8QEmY9IZAp22tRr7ObewU7f4CQB0tyx1+4VfOVqebsFpOq\/fWyFVtsC2nMvTj8pMWQJVOCw+L6beETL6zpSLwM8nDRwO0uaZozBxA088lWwPP6qMFgDpaJolQe7Np2Vd3r1yCxUVR8js0i9HvmHQsGaIkRrnBDgFoErAreoXv9kK4pqa3slQxau6aAVFoCgDNbfkcTSsA1NHStnsb21G1svRJ0VIuackvX46Resc0wijOg7WotaBymo1vVPRl9WbCtwVTqRk0d+2DIl9MW9kYyWvlJwDqaWnavQ326faqYccwy5w1zpsMW+haQyaAsqOlP1zkJnkU+uhTQ73DR9BZs+PocsWK6pSldRwA1QY0HWUBUEdLI0BrNdpJgNJNYjJfiWqAqlOvMBmj5MJTjmGtiZsDqaHu4WsjjXMb46w+\/M+f11dW76LZf\/EFCAB1tIwDqCqVyJaV4l5ZrMN2bpeGcwRBGzu40nHHzsua+DlADfUPnzqOCNis6a5M7AygZb1AgB6x+PoFgKpbNk9dF0DbseV7RX9PrdpmPlbhPFxVFuhCcsBEHlNj1xl++odPH0dAsvbcOOFiYTBBJcc3OWBrgMcsvm4BoPqmtgWUPhWWk2LDXFf45jcMoMWCjbyPGVTdaluvu4FRDYEv721kV4pcAZryM6dgEltZQwy4eiyK0bCmTi0A1NDWsoBSl9Jyaq4a2i4WoMyJ4FnDY8F2yXf3IEcHA3TrG39Mj9FtUS0L\/8tel2x5szMgBGzvBwB6sxhtMFKdVx79Akpd0jRKjEeAXE7QuCO92BKONTwYbNTF7QtFLY+Pregz0YEAOog7DOjm9nIF6GXZykUimRVKK0zAjvEEQG8Wow36lScvQ5Zly3Sy+\/Pxbl+ztzcAKYs1gVVtX0ro2NewPdFwqb0feyc4oiNeBKS+d+Pnzd22LGmZVGoExH3uOorNTc4gADTMiyaK8k0RX15bbvd2qQei+zZ1yha1aNgGAYmbyg9fLgPpIWjvCnEiIHQQTZ1Y1vRTBqgP6NqhIMYB0JvFaIOROmJmUvYJNyQhAd0et\/hZI6h+Q\/HluAZOtfxEMKj\/hHUD1NVMsGUlKK3PAtQZB18W\/QOgm8Vog5E6YGbSBJQ537NC8iEFqHTJr7W3UcHMofMAdJ846nJiPDB4x5GZLU0XQMtVputTEm5oIr6fANDhHut\/X6cGuTZAG6vOmlVZNyAAmoXheZEQF7yLQctthd7yQHMMzBJW9SkL1zd6RwsA3cFjFYIVyNFlxa\/saHKYr4B2956rsgGgHvNhsqb810Z82ePeYym\/R1tj4MCnBGhado3e0QJAd\/DYuIZX296WJb+wwlMv653f7H4IY+jOPQVBbW34sse7yxLlpz0BZbGpyoWLcCfkJwC6h8d6Fllv277kc+WdZHfvveXW9+P6cB2mibbh4QBNlph54Hinmnk+yYuXPgGge3isZpG1tglBJetMeSepEo2uBnm7+jCQDGqeHekdE84SX1bF4E3dBacKewAobzHaYKQOAqj3Ztk8x49eg9aEMotXPyj1AeRSfB9BLG2i5MvKWUN8WRuFawQkp2170jtQawSHCgDdx6P7eK83PBqg1pOB22E2goqfrpUYV2rrhxE0xPshq6En7U3Kx86BVwDocI9dF7TGmuq0HiDbos8BupaiwvCNR2QkHgWR45DV0PXegDQ8eg6cAkAdNkyrfdDCyIkxx7K7vRHugJ1oOZsVg83jjyFJ51hrDZ98WdV0C\/e8c1AXAGo3YV\/V8VeTpVSgdW80ior8eARF7zR5+IsQSWPWWuyC6SEfCfe0c9AQAGq2YD7kx\/AztX0KfraDKK9qoeG\/MoCOWWvRS8YRZRHLeeegJQDUauAMN41zRLGFoN5BZN\/e9k3kbnaOy0k375hZ7uGdaLF\/Dk86B00BoH4Dx83zOaJYAzDs8zJ1Xr8KjcVkj3bg8HR+05BZdlG5MSwRo3aqJW0QAMrWEhfEOeb5HFEwAagImmh7GhSMYzevlaNvt30aBFC70T2G5VRL2iAAlKskr5dzzPM5omACMACUXucvS8yfobxUD79Km7Xt5fZiNiSYPp0FoPGXftYJXz67AFCmTmW9nGOezxEFEwAfDIVadl3emh3\/SnlZTvSLoNlBcCBAXZd+s\/bxEi8AtKxSm8lzoOscUTABCK89CA1IjZUPy8EAvayhJUg\/UuU7jjDDfDmyhUu75LnxAkBrVcrq50DXOaJgAuDfetCdkdbmybq\/irc2t5v8QS9E16Hazpgwy3w5soVP53oBrRUAWqvCAfQMN41zRMFEwObsSazJl\/zd\/ghxGd9xO\/p2pKwHTlwI5wXogedVhwDQWpUaDw6d6XNEUYTAJ6BpmYZ+mkyay\/gOHOP81UZgBPaz9zSTdEoBoLUqwo1UOCn3PEHPdN+pk6YYTxL6WTJp8hJhY9eBsSVnTPAsm88FALQmALRWha3e4ue+BN3DV0vVnpfjSSqfJJOm9+QtxvzzveO5jJll6zoFQGsCQGtVLKNzEhYcotqObL5TPsFJsELzVl6O\/esWY30bR\/ws14RzCgAtq7jWC5aZoPY75cP5yb5z7DhIuzt0rqTvDKnBKZYJJwCUqeNZLyPX\/GlXj0bnggEv7p2jM+6QlPpkY3b8y6lzXFQ4AaBcJXG25GkcuOaPXD39nmdIzbl3jr4JlU9KpBQ7AAAaDklEQVRfy0iebcyO4Gc6\/sfnwIIAULZWg5\/sR1YvWh25eiLYfeLVfxM3ea4JlclnG8kJxmyQuJ6f7TyhAkBNreVlPQygtdUzOjOI2cfnvX\/dxI2xa9eKq8A6kkEn16lHnRM76id7o5EIALU0rmypgQAVDXfsMlXDqJN\/ydRhapCqeY8hYmmy7CMZx88zjrcodgAB0NNo3Kv9AwDakR\/qNldwn868o7nYHPHKAOXLAzXnWwAA9H4BOug9TftWaPeo3FyxC\/fcO5pjpZ33ewBUF9Ww9ThWAOirBui2crk7\/Bg+VAAqfKAwqdtcoQvXsaPPm7BK2gGgyry4du72DOrgOQFAXy9Ak5XLGBp0Qx0C0LzMRx4MUKuxyAHdicXjAao9pytvY3uGYtAiJ\/aZMgB6GnV0d100z\/\/nDI1ZWnsAVNgWxwI0MqUfve+Jn62YPOfLYQ6Yimy5c1BHXbOIA6Z85tcRAKi6JVk8fkP2fSyunjiASttiCEC1IxC5a1r7PjTT5TwFAlRpiK\/YOajjScZ7GM5tvwBQfUs6jeRwtGy9hUjvORpvWcsKogP3y5a\/6\/ofSO9WP6Ly0yWRJYLChPw5X1ZWdA9qGZftNYzFUVagZk7HTwDU0nIhELisJcPELsviWAtCi0CASoYiT\/4XC8v1lUHbYihAmTC2AY3qpcxPtY\/m4jgIoExcqua1IdG7umQTdibNCtCHv3\/1p3\/am\/UBtJhc49ZbNnA4CUpbLfy+UNlLypVdZad93ena+3bMIwGadMs\/jrmX2mJQoJFjelmLL8vRZHdhZXPe2GIcq6UcbVWjc7KS1UwA\/dc\/bsj89uPnIX7z6++NJjoBmk2udest\/GsAbQAiQR2mSEjVXRW3mpfNFf1vpb4cldl1Wk4HLshRazHkgMyGNZveboDyq8PXV3bRKpqTAyoZ9tekiQD600fLz\/7yVHj447rY3nxms9EL0LRMl7zuQN6qZZmfoi1HbSffhhBE4zRPQ6vVw6IqMm71+eF30qjLHoaUMoIJgxdudXgBuhVoWdWOzLZutSIDHaQVoF88kfNXn376ydMw2wgaCtBkhQ4GKH\/0s2tNswDF0EeuW2WSxUQSDdDal0FO6lXzw5BMRAug+hSQWQiHAHRral6a59eEAH33OLYvd\/cfP1+uTNWqB6D5yiUkWHSWuwDKl9lADcvUZrtTaWBaypiCEo6UpHw0QJmeldMhmSjhawvSN6hbc+XsbXXSbCMLohLhJASdEKCPCej710cPjwT90GKja4OkM5stprMA1LEAfbvKJQusPFuJPz2yDh4P0LzMXAhEE30ZmotPdPho0qBot8Z6\/U9mT45v\/FqM0XwAfYLmem9\/zEZ\/YflGUk93s5XroOEOAJUXYGXb7Xfqm2BlR4XUkfT56QBKUrM1PNlEDz99\/CV1Tc2XVDThVriag6DzAXR9FUqeqdXV3XTpuABKd7JpGesBKtSrrnzzrvJuYluCwUcl+26fHvRSeatni0kVZT3FopVfsGICaKccU5d2Td\/8ud56RACgSovRBm86HKCFqQSHujZkq5gWci9AaahSYHZ+dhBU05Z1U\/FdGSTaJq9miqkSpIbDeeUrVsiquBHHHskweY+Y5DwAQLUWow3etL0DffOH27Mf3h4J0HVlqVGyJLro92wnQL1bQHLiJ46Bvaybmm99EpjW8p8HaTztUVkxsq0cen9ZAeoKZZycE37tzppkJ3m31IQvJzZ9MzVGkwH0iZzvyDeO9nwHypkyb72Mn+qItAQUAcpXcamPxnZ+UjdV3\/pTJuNBAD9Vt4rbobnFtwJ0yWzYQxkpX1xLofUDuQlf7gtkoOYC6KN+\/h9f\/+eagj492uu78Lwpx3SqF1PeKitUoirKwQANNGZ0U\/WtDixuG6YuW0bXNXMrr\/\/pR\/lYueJa6M9+0tZugCp3wY6aDqAver63P\/z17X4\/B8qY8udhHgTpNj0AKn2Y1QzilG0sNkpSbPruMhOIvt3Q8bOxq3r23CBNBNBHYn735SdvN4A+EXV7HapSZHc7TkMXglQbTFhiAwE6bNv7ANoJImtjF0CzIN13GZv2B3SxUNZirU2l1k5Ht0VTAfRZzxS9AfS9P9sah3bXv1cHLgR+AY4HaPC0Z1a1AF064zE39wE07d4+edUBKW42OLoIarUA0FA9\/JcRn9Hdda\/IkQuBXYCjAKrLKjwu0k7oAHqhTPLEY++OE6AX5SjGMW\/UTKl8Zq8pmq2kWgDo0TrhqPOvejq2Ddc6NMmhtliydWtJXxKaANqRaDlGKQSgYtYVlzXuk+WKXoOoDYAerdOMem05j7hsRS5lSk2aRvXazRysFM2QXXFIR26fi4ENTGJtkZ9FO6f2RA\/pTPBSBkCP1klGvbo1mtvGtSYjlzIbYShAN+s0DxV9czEEA1QaPRvkTLUjs0Ya\/uBNkKy02FSgmKD4TMMqAPQYyTxrbhsnCiPXGhdCPED5nta6Pw6g1fkyjKylduDoErejmUMdDbC9FS\/urRAbUrjFaIM17fW78PHzJFpsbZuF4KXPU4f2ASgfeqU\/wwBaG3Tb+Bpqx43u6nAhCopSaLkY\/8UFtXVSMG+FAQJAdc32O+ka2yY\/hBX2xsU+GqBWs6MAah70EIWNLpn9FWzV9eBfM6WjWNHIAmalf2sAoKpWO550TYBWP2bqD4z9fgDaZdepQIDe2pPMsGLRv2YIjMYAlCKvf3wCkovJAUr+pU6VXN3dN\/+IBejY2AdZ7wBoVzxi89cA0Cs1aTIqVneP4pK0HTxU3eMTkVzMDlCjnOPcaSDSmxmgpupWjclv3a8peuORms8P0MstaVMB1O13KoCGHP8AqK3RyDVRXidOD9CISxBvNStog+iMR2h+FECD8nvCzvSOXanuczwZQPva9zWULUYb9Gth5DLDl4NVxsg5OxlAGepHWtXycyt0xsM3PwagzDni6x29viugDIA6jcQIAPWJ3S3dwRy09bvl4ee4Hh41ivmydS5jHmqjALpluINHCgDdX+cFaHZ0i9vEiItZAWoQn18Fu\/C+lO13nPKziEdppSh5AVrv2dL9Gtqg3pMTALXrUIBW117qpFrRskDvBaBdVwyND+9L2RFBeBJDg4nammn0bFm6X0MXrqo1soLJBgBqlxOgIXfE+sLSz6ZpgQbFfmY99evWzZEEdQx6bDS9V2s+m2UrS26azSlBTRFWQvbXidpy1TCdDWWL0QYj5etuyIZoGDHMpmmBDtrMJ9Li+PelPV4OOrQ2xz0bfrWi5FJWyD+QAzCdNPWA+RhYby4bIfM0EUDpv4lENMmvcrZma9hdO2pFn1ZL+u\/lHt\/P0Kkk0xdjV7MapDWjiSCYn13JYcNGRHIBgCrb5avCuk5aa2\/cy8pXzs\/XDVC6x8ctEc4tt2b2iyDCU9tGSGLkbipZjDa46sePDwMoY6g99EmN4wD62kVmIb\/oHqPAqUySqOOXyGsDqHBQWKg6E0AvD58b\/xn4QlHd1ST\/KWPbAI18cTZQ50toySH1+gBKy+T7MwBonI18RZvy0qkA+kzQz3oMBHVXQ7uMsc3Z1DD5+vGRAAu49YQrien4wMYBdDl49F8lQPMx1W7EvuAqFqMNUln\/fF2uMIA2TeaMjXohc\/gW6n\/vHi8p1Vc3Co6GL3ebOmrws7xXGrjIAd0PoPmgapIjwUmMxk7tu75L\/J4ATcvuFzJFnaywq4yray95wqqdRH0oCByk0RmoylrmV4ohNLbdAFpMltHzbAB9vMT3pKBHAlSzq1pLcPvomDx0vzucTfZzpdaiFwVxp9zgd6CqjtLerJVLmDs7LdN4KxrMmW0UK\/qVA\/Tyw6ef\/k9\/6+MAqlpgzQVd8HNnip0VoObxqG2ufv6FzU4OUPaDDuuKjqYjRXqWEtRJvBzDttjaxpMC5+nuANqnAwGq2FXtRUMr5Ot2D50WoNaMvNKRoOQn5HRLYokefF1HM68cP19uWJ7g1k6xBO0exNQGaxEANelIgBru52Kc9Lp0WxXKmEOU5hx7eg7WywCyM3KqQ4KeqfEA1dgrAEriWS\/zzlEjfSr3RcQhlPGTcQWAmhQGUC3qLF71WKYzvesel3KO6VRcQZOP2HKwfyUdSJBnAmiShGbP9dSjFTtRafEFgLoV1V3+NGNr6JzmC++cAE26PTlAhSlMJ2JUHwV216rGk70XoFTrfchE0H0BypYZgBo3bkRwicVog6x++uSDXzq+Gx\/W3fZKaTO2Zu6UAE2pMzM\/k\/jTPZRMxKBOmtZG2SoorgCAruUEPmqCHgRQOsXloNomZ1qA+n6iPq677ZPWlmVcbtfK25OaQ5qPxL2VaMaaBjg7QLlyiYLBzk0Ogge\/BdBySTQASo6dMwM03ZjloBo2LgA6UkZ+1rGYzGodtT2xVq1dN4l+dZ1XKTQX+pSis6eX8ji57+Kxg98Io3R2g2T2wRWgBK68QS6CAwCao5Prp36QAdATSHExl4\/H2uXLcI5qcptbbvYKAJoN6PrwQvZVDD9ZNKVV7Eb9YaXG8oi4T7PCsuQ9W5b1ZKXVbBHsBtCc9J2DCoCeQNtESpmPfDy2+alPgev2OjKnE4piIBvMlQA9e7p2JGUb97ChrMcoXHlLgi45WV8e6gJIkv+Roje2wNsbAHoCFYdjsZpydNWW\/iX7RLE0lWQ8E0B72UO3e3q7K1Msn\/mtWH64VenkdJ8q\/U3LAj+3KzBTTRtAWhgmEpgi+zCY7TaRW4w2yOpVAlTOSYql3dzj1R0sBlCvfSKAdjOO7UsYPxnzxGbkm4I+yQQV55rjKANNZZ9CBlunnPcXKUhTQADoCSTez5kazH5s2FT0Wg1QA5SHao3EvfG4viRW+3pYPfE2iqblo8SNZgugCfr8AL0srYUcp5LVrFcb0gHQE8gDUL3NOIAGcCtGESQv+5KmJqEApfC83tm3BHSnZSligR1NPUCTR2yTs6gYAS5K4xqfFaBOnXJe0y3MrnIvQJVnqdq87XQeppB3CWlfsn719jCNME8\/16xtdd7lTBmR6XRuAvRCh257lBXOp8basR4CAOgZRDcx+ZpW4Ms1k5fapvGaPwU\/YwCa9CUfqXCAblavBKXuPM6MM1HpmROg3Oo6yQFbU4OQ1qUFgJ5C5f4tPt+KSotbq+aCtpk\/fo\/EADQxyJOtw2BinM5rcrSVtfURWwKtzbAAUKEBg0smLFVQx6h+SAKgVZ12ZvOFJxJUv2PSNwN1rxbzJ8gyogG6XKF2Ib2LsLgWaWLHZJ12b9b1UPPGfyZ5sJ\/lZ1N1AQOgVZ16yqtzZ8VWkfYwjYlNvXkzygcoHqD8f7tM0tOLBWgHiMyN7QAVl8QZFkCfaksdAK3q1FNenztrZrTWFfmY7AQzP48czAkASoacB2gXiMwD4ACouCSsZ\/lUAkCrOvWcB2Mhyy9vz+jnDm+NIPfZWtEUv0GTXOQjjG705ADaA6JggJrT2VfLTwC0rtju2hZSc7vE51WEn+Q63+VOlybvRtAYT\/R4ub7wCLBKrNN4y0uyyyRb9jUIHs2pZT1NANAOWyZatKuPuZhe8rSnz91JdmIsqSne4vlPkRxkOxagr\/tSbpRxDQOgflMmgi7tLWS+SjVdboVdABrdgXocgTu+uFWHWN2sL6OIn5frMcj1wc9N1rwo3H+0wUjFdTcBYtsqqVRLQYMvpsy9cSxAPRZPoMHkTwgaZJEvN2JICpAg00wBoF5DbH5Xq8+WS6uh26xMegFQToPxEn5FdhAf1\/QhAkC9hugSjgJo9FWK2TT9AJW37rwAHY2XcOMO4oOfIwSAeg0NAWi0yk2ThF0+VJks2jNmZtuos+EFCeU5BIB6DU0B0MJhyjjXvVXeujMDdDqBn6cQAOo1NBFAJVQ6sxixEQAK3ZsAUK+hmQAqoTL+letWDLIJQWcWAOo1tNFCQyBj9XDtc+FzvhSAoFkFgHoNrTjScclYfVLhWxvQfQkAdVtabLQwVp9Ud9BFCNoEgPpNGYF4D\/yEoPsSANphCzyEoPsWAApBEOQUAApBEOQUAApBEOQUAApBEOQUAApBEOQUAApBEOQUAApBEOQUAApBEOQUAApBEOQUAApBEOQUAApBEOTU3QEUgiAoTuGMijYYqaMHG4Kg16VwRkUbhKJ07y8w0P+jIzhYUwzADDHeqaZYPwOF\/h8dwcGaYgBmiPFONcX6GSj0\/+gIDtYUAzBDjHeqKdbPQKH\/R0dwsKYYgBlivFNNsX4GCv0\/OoKDNcUAzBDjnWqK9TNQ6P\/RERysKQZghhjvVFOsn4FC\/4+O4GBNMQAzxHinmmL9DBT6f3QEB2uKAZghxjvVFOtnoND\/oyM4WFMMwAwx3qmmWD8Dhf4fHcHBmmIAZojxTjXF+hko9P\/oCA7WFAMwQ4x3qinWz0Ch\/0dHcLCmGIAZYrxTTbF+Bgr9PzqCgzXFAMwQ451qivUzUOj\/0REcrCkGYIYY71RTrJ+BQv+PjuBgTTEAM8R4p5pi\/QwU+n90BAdrigGYIcY71RTrZ6DQ\/6MjOFhTDMAMMd6pplg\/A4X+Hx3BwZpiAGaI8U41xfoZKPT\/6AgO1hQDMEOMEARBpxQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQACkEQ5BQAenL99NHP\/nJ0DAfox9+9XZY3\/\/7no+M4Unc69c96+PKDZVl+fv4FAICeWw+fL\/e4i\/72iM8nvfnvR0dynO506p91m\/9l+fXRoTQEgJ5aD18s97iL3i2rPjs6lqN0p1P\/LDL\/y\/tHB1MXAHpmPSYh97iLfvpoWd57vLx99\/E99v5Fdzr1z3qe\/68vLwvgzR+ODqcqAPTE+vb5InN\/u+ibZfnF90+FJ4p8eHQ0h+hep\/5Z79a882kBnDsFBUBPqx8fj9\/l3z++v130uGtuaccPb68ovS\/d7dS\/6Ivtzc3pFwAAelo95mFvfnuP30l4vMHdNg1h6T3pbqe+EFkL5xQAelp98+bX39\/lt2LfkWvbF3f5baS7nfpCACjk1b+eFs497qJ35MXnN3cJ0Lud+kLv8A4U6tE97iIKzXf3+l2k+5z6XI8J6Mlf4QCg59Y97iIA9Fn3OPWZnn4W9twJKAB6ct3jLgJAn3WPU59qht8lAEDPrXvcRQDos+5x6hM9\/RDoyS\/wAOip9PQbGC+\/Ar4um3vcRQDos+5x6ql+PP+vIV0A0FMJAH0Wvgv\/rHuceqKnvyfy3vn7D4CeSADos\/BzoM+6x6nf9M3TX2I69U+AvggAPbfucRfhN5GedY9Tv+qPyyTvbgDQc+sedxF+F\/5Z9zj1N30zw+vPZwGg59Zd7iL8NaYn3eXUv+jdsvzs9H+L\/kUA6Ll1l7vo9vcg7\/nvgd7p1D\/r\/L9\/tAkAPbfucxfhL9Jf7nXqn\/TNQnVulgKg59ad7qK\/4t9Eutepv\/4xfgAUitC97iL8q5x3O\/XbT\/MBoBAEQa9YACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACgEQZBTACg0pX54u\/zi+5fiu2X58NhgoLsVAApNqYfPlzd\/eCl+sZYgaGcBoNCc+uaWd\/700ZqLQtDOAkChObXe4XGDh44TAApNqi+Wn\/3l6f\/f4AYPHSYAFJpUj5nnZ5fnl6G4wUNHCQCFJtVPHy3vX56v8rjBQ0cJAIVm1csdHjd46EABoNCser7DJzf4b17eikLQXgJAoVn1fIenN\/gf3gKg0L4CQKFp9XSHJzf4v71dAFBoXwGg0LT64e2b\/3u9wT\/8cXmDDBTaWQAoNK0ePl\/+20e3G\/wXy3tffw6AQvsKAIXm1TfLz9\/ebvBf\/v4RqAAotK8AUGhe\/fB2oT9FD4BCewsAhebV4x2e\/hQ9AArtLQAUmljpX7IDQKG9BYBC8yr7S3YAKLS3AFBoXn2T\/iU7ABTaWwAoNK2+zX5yHgCF9hYACs2pd8uTkj\/EBIBCewsAhebU048wZX8JFACF9hYACs2pnz5ell+nf0kZAIX2FgAKvRoBoNDeAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKcAkAhCIKc+t9GuPptO8dgcAAAAABJRU5ErkJggg==\" width=\"672\" \/><\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">plot_lle<\/span>(Y,X,<span class=\"ot\">FALSE<\/span>,<span class=\"dt\">col=<\/span><span class=\"st\">"red"<\/span>,<span class=\"dt\">inter=<\/span><span class=\"ot\">TRUE<\/span>)<span class=\"co\">#\u8c03\u7528plot_lle\u51fd\u6570\u5c55\u793a\u964d\u7ef4\u7ed3\u679c<\/span><\/code><\/pre><\/div>\n<pre><code>## NULL<\/code><\/pre>\n<p><\/font><\/p>\n<\/div>\n<\/div>\n<div class=\"section level1\">\n<h1>4 \u7279\u5f81\u7b5b\u9009<\/h1>\n<hr \/>\n<div id=\"fselector\" class=\"section level2\">\n<h2>4.1 FSelector\u7279\u5f81\u7b5b\u9009<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003FSelector\u7b97\u6cd5\u5305\u63d0\u4f9b\u4e24\u79cd\u65b9\u6cd5\u5b8c\u6210\u4ece\u539f\u59cb\u7279\u5f81\u96c6\u4e2d\u6311\u9009\u51fa\u5177\u6709\u4ee3\u8868\u6027\u7684\u7279\u5f81\u3002\u9996\u5148\u8bbe\u5b9a\u6807\u51c6\uff0c\u7136\u540e\u6311\u9009\u51fa\u6ee1\u8db3\u8fd9\u4e9b\u6807\u51c6\u7684\u7279\u5f81\uff1b\u518d\u4ece\u7279\u5f81\u5b50\u96c6\u7a7a\u95f4\u4e2d\u627e\u5230\u4f18\u5316\u540e\u7684\u7279\u5f81\u5b50\u96c6\u3002<\/p>\n<p>\u2003\u2003FSelector\u7b97\u6cd5\u5305\u5305\u542b\u4ee5\u4e0b\u529f\u80fd\u51fd\u6570\uff1a<\/p>\n<p>\u2003\u2003* \u7279\u5f81\u5206\u7ea7\u7b97\u6cd5:cfs,chi.squared,information.gain,gain.ratio,symmetrical.uncertainty,linear.correlation,rank.correlation,oneR,relief,consistency,random.forest.importance<\/p>\n<p>\u2003\u2003* \u7279\u5f81\u7b5b\u9009\u7b97\u6cd5:best.first.search,backward.search,forward.search,hill.climbing.search<\/p>\n<p>\u2003\u2003* \u57fa\u4e8e\u6743\u91cd\u9009\u62e9\u7684\u7279\u5f81\u7b5b\u9009\u7b97\u6cd5:cutoff.k,cutoff.k.percent,cutoff.biggest.diff<\/p>\n<p>\u2003\u2003* \u521b\u5efa\u516c\u5f0f:as.simple.formula<\/p>\n<p>\u2003\u2003\u63a5\u4e0b\u6765\u4f7f\u7528mlbench\u5305\u4e2d\u7684HouseVotes84\u6570\u636e\u96c6\u5b8c\u6210\u7279\u5f81\u7b5b\u9009\u5de5\u4f5c\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">library<\/span>(FSelector)\n<span class=\"kw\">library<\/span>(mlbench)\n<span class=\"kw\">data<\/span>(HouseVotes84)\nweights <-<span class=\"st\"> <\/span><span class=\"kw\">random.forest.importance<\/span>(Class<span class=\"op\">~<\/span>., HouseVotes84,<span class=\"dt\">importance.type=<\/span><span class=\"dv\">1<\/span>)<span class=\"co\"># \u7279\u5f81\u5206\u7ea7<\/span>\nweights<\/code><\/pre><\/div>\n<pre><code>## attr_importance\n## V1 -2.1104098\n## V2 2.5813092\n## V3 24.7588884\n## V4 72.5693977\n## V5 21.2087899\n## V6 0.5148515\n## V7 6.4399234\n## V8 10.8738913\n## V9 6.2832401\n## V10 2.5652562\n## V11 19.1685941\n## V12 13.2107280\n## V13 14.1927730\n## V14 14.6204465\n## V15 11.3154532\n## V16 -1.0064487<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\">subset <-<span class=\"st\"> <\/span><span class=\"kw\">cutoff.k<\/span>(weights, <span class=\"dv\">5<\/span>)<span class=\"co\"># \u7279\u5f81\u7b5b\u9009\u51fa\u6743\u91cd\u6700\u9ad8\u7684\u4e94\u4e2a\u7279\u5f81<\/span>\nf <-<span class=\"st\"> <\/span><span class=\"kw\">as.simple.formula<\/span>(subset,<span class=\"st\">"Class"<\/span>)<span class=\"co\"># \u521b\u5efa\u516c\u5f0f\uff0c\u7b2c\u4e00\u4e2a\u53c2\u6570\u4e3a\u7279\u5f81\u96c6\uff0c\u7b2c\u4e8c\u4e2a\u53c2\u6570\u4e3a\u76ee\u6807\u7279\u5f81\u7684\u547d\u540d<\/span>\nf<\/code><\/pre><\/div>\n<pre><code>## Class ~ V4 + V3 + V5 + V11 + V14\n## <environment: 0x000000001e33e2d0><\/code><\/pre>\n<p>\u2003\u2003weights\u8fd9\u4e00\u7ed3\u679c\u663e\u793a\u4e86\u8fd916\u4e2a\u7279\u5f81\u7684\u91cd\u8981\u6027\uff0c\u9009\u53d6\u4ece\u5927\u5230\u5c0f\u524d5\u4e2a\u7279\u5f81\uff0c\u7ed3\u679c\u5206\u522b\u662fV4,V3,V11,V5,V14\u3002\u56e0\u6b64\u5c06\u8fd95\u4e2a\u7279\u5f81\u4f5c\u4e3a\u6700\u540e\u7684\u7b5b\u9009\u7ed3\u679c\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<div id=\"scree\" class=\"section level2\">\n<h2>4.2 scree\u6d4b\u8bd5\u786e\u5b9a\u4e3b\u6210\u5206\u6570<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003\u4e3b\u6210\u5206\u7528\u6765\u8868\u793a\u539f\u59cb\u7279\u5f81\u7684\u5927\u90e8\u5206\u65b9\u5dee\u3002\u788e\u77f3\u6d4b\u8bd5\u7684\u4e3b\u8981\u76ee\u7684\u662f\u5c06\u4e3b\u6210\u5206\u5206\u6790\u7ed3\u679c\u7528\u788e\u77f3\u56fe\u65b9\u5f0f\u8868\u793a\uff0c\u800c\u788e\u77f3\u56fe\u7684\u7eb5\u5750\u6807\u5c31\u662f\u6bcf\u4e2a\u4e3b\u6210\u5206\u7684\u65b9\u5dee\u3002\u901a\u8fc7\u627e\u5230\u56fe\u4e2d\u66f2\u7ebf\u659c\u7387\u53d8\u5316\u6700\u5feb\u7684\u56e0\u7d20\u6765\u786e\u8ba4\u4e3b\u6210\u5206\u6570\u3002<\/p>\n<p>\u2003\u2003\u4f7f\u7528swiss\u6570\u636e\u96c6\u5b8c\u6210\u7279\u5f81\u7b5b\u9009\u5de5\u4f5c\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">data<\/span>(swiss)\n<span class=\"kw\">head<\/span>(swiss)<\/code><\/pre><\/div>\n<pre><code>## Fertility Agriculture Examination Education Catholic\n## Courtelary 80.2 17.0 15 12 9.96\n## Delemont 83.1 45.1 6 9 84.84\n## Franches-Mnt 92.5 39.7 5 5 93.40\n## Moutier 85.8 36.5 12 7 33.77\n## Neuveville 76.9 43.5 17 15 5.16\n## Porrentruy 76.1 35.3 9 7 90.57\n## Infant.Mortality\n## Courtelary 22.2\n## Delemont 22.2\n## Franches-Mnt 20.2\n## Moutier 20.3\n## Neuveville 20.6\n## Porrentruy 26.6<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\">swiss.pca <-<span class=\"st\"> <\/span><span class=\"kw\">prcomp<\/span>(swiss, <span class=\"dt\">center=<\/span><span class=\"ot\">TRUE<\/span>,<span class=\"dt\">scale=<\/span><span class=\"ot\">TRUE<\/span>)<span class=\"co\"># \u4e3b\u6210\u5206\u5206\u6790Swiss\u6570\u636e<\/span>\n<span class=\"kw\">screeplot<\/span>(swiss.pca, <span class=\"dt\">type=<\/span><span class=\"st\">'line'<\/span>)<span class=\"co\"># \u4f7f\u7528screeplot\u7ed8\u5236\u6298\u7ebf\u56fe<\/span><\/code><\/pre><\/div>\n<p><img decoding=\"async\" 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\" width=\"672\" \/> \u2003\u2003\u4ece\u56fe\u4e0a\u770b\u51fa\uff0c\u5f53\u4e3b\u6210\u5206\u4e3a2\u65f6\uff0c\u659c\u7387\u53d8\u5316\u6700\u5feb\u3002\u5f53\u4e3b\u6210\u5206\u4ece1\u52302\u65f6\uff0c\u66f2\u7ebf\u659c\u7387\u6700\u5927\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<div id=\"kaiser\" class=\"section level2\">\n<h2>4.3 Kaiser\u65b9\u6cd5\u786e\u5b9a\u4e3b\u6210\u5206\u6570<\/h2>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<p>\u2003\u2003Kaiser\u6cd5\u662f\u53e6\u4e00\u79cd\u786e\u5b9a\u4e3b\u6210\u5206\u6570\u7684\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u6311\u9009\u7279\u5f81\u503c\u5927\u4e8e1\u7684\u56e0\u7d20\u4f5c\u4e3a\u4e3b\u6210\u5206\u3002<\/p>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">data<\/span>(swiss)\nswiss.pca <-<span class=\"st\"> <\/span><span class=\"kw\">prcomp<\/span>(swiss, <span class=\"dt\">center=<\/span><span class=\"ot\">TRUE<\/span>,<span class=\"dt\">scale=<\/span><span class=\"ot\">TRUE<\/span>)<span class=\"co\"># \u4e3b\u6210\u5206\u5206\u6790Swiss\u6570\u636e<\/span>\nS <-<span class=\"st\"> <\/span>swiss.pca<span class=\"op\">$<\/span>sdev\nS2 <-<span class=\"st\"> <\/span>swiss.pca<span class=\"op\">$<\/span>sdev<span class=\"op\">^<\/span><span class=\"dv\">2<\/span>\n<span class=\"kw\">which<\/span>(S2<span class=\"op\">><\/span><span class=\"dv\">1<\/span>)<\/code><\/pre><\/div>\n<pre><code>## [1] 1 2<\/code><\/pre>\n<div class=\"sourceCode\"><pre class=\"sourceCode r\"><code class=\"sourceCode r\"><span class=\"kw\">screeplot<\/span>(swiss.pca, <span class=\"dt\">type=<\/span><span class=\"st\">'line'<\/span>)<span class=\"co\"># \u4f7f\u7528screeplot\u7ed8\u5236\u6298\u7ebf\u56fe<\/span>\n<span class=\"kw\">abline<\/span>(<span class=\"dt\">h=<\/span><span class=\"dv\">1<\/span>,<span class=\"dt\">col=<\/span><span class=\"st\">'red'<\/span>,<span class=\"dt\">lty=<\/span><span class=\"dv\">3<\/span>)<span class=\"co\"># \u53c2\u8003\u7ebf\uff0clty\u53c2\u6570\u662f\u865a\u7ebf<\/span><\/code><\/pre><\/div>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<p>\u2003\u2003\u56e0\u4e3a\u8ba1\u7b97\u51fa\u7684\u4e3b\u6210\u5206\u5bf9\u8c61\u5305\u542b\u4e86\u6bcf\u4e2a\u6210\u5206\u7684\u6807\u51c6\u5dee\uff0c\u6211\u4eec\u7b97\u51fa\u65b9\u5dee\u503c\u540e\uff0c\u9009\u51fa\u5927\u4e8e1\u7684\u6210\u5206\u5206\u522b\u662f1\u548c2\uff0c\u800c\u4e14\u4ece\u788e\u77f3\u56fe\u53ef\u4ee5\u770b\u51fa\u7ea2\u7ebf\u4ee5\u4e0a\u9700\u8981\u4fdd\u7559\u7684\u6210\u5206\u4e5f\u662f1\u548c2\u3002<\/p>\n<p><\/font><\/p>\n<\/div>\n<\/div>\n<div class=\"section level1\">\n<h1>5 \u672c\u7ae0\u6c47\u603b<\/h1>\n<hr \/>\n<p><font size=\"4\" face=\"\u5fae\u8f6f\u96c5\u9ed1\"><\/p>\n<table>\n<thead>\n<tr class=\"header\">\n<th>\u540d\u79f0<\/th>\n<th>\u7c7b\u522b<\/th>\n<th>\u529f\u80fd<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr class=\"odd\">\n<td>prcomp()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u4e3b\u6210\u5206\u5206\u6790<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>predict()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u9884\u6d4b\u51fd\u6570<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>ggplot2<\/td>\n<td>\u5305<\/td>\n<td>\u53ef\u89c6\u5316\u5305<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>cmdscale()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>MDS\u591a\u7ef4\u5c3a\u5ea6\u5206\u6790<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>dist()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u6c42\u8ddd\u79bb\u51fd\u6570<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>bmp<\/td>\n<td>\u5305<\/td>\n<td>bmp\u683c\u5f0f\u56fe\u50cf\u5305<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>as.matrix()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u77e9\u9635\u683c\u5f0f\u8f6c\u6362<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>diag()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u53d6\u77e9\u9635\u5bf9\u89d2\u7ebf<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>image()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u56fe\u50cf\u683c\u5f0f\u8f93\u51fa<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>read.bmp()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>bmp\u683c\u5f0f\u56fe\u50cf\u8bfb\u53d6<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>svd()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>SVD\u5206\u89e3<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>RnavGraphImageData<\/td>\n<td>\u5305<\/td>\n<td>\u6570\u636e\u5305<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>vegan<\/td>\n<td>\u5305<\/td>\n<td>\u57fa\u672c\u6392\u5e8f\u65b9\u6cd5\u5305<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>vegdist<\/td>\n<td>\u5305<\/td>\n<td>\u8ba1\u7b97\u5bf9\u8c61\u4e4b\u95f4\u7684\u76f8\u5f02\u5ea6<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>BCI<\/td>\n<td>\u5305<\/td>\n<td>\u6570\u636e\u5305<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>spantree()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u6700\u5c0f\u751f\u6210\u6811<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>isomap()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>ISOMAP\u964d\u7ef4<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>apply()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u8ba1\u7b97\u77e9\u9635\u4e2d\u884c\u6216\u5217\u7684\u5747\u503c\u3001\u548c\u503c\u7684\u51fd\u6570<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>lle<\/td>\n<td>\u5305<\/td>\n<td>lle\u964d\u7ef4\u5305<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>lle()<\/td>\n<td>\u5305<\/td>\n<td>lle\u964d\u7ef4\u51fd\u6570<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>plot_lle()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u5c55\u793a\u964d\u7ef4\u7ed3\u679c<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>FSelector<\/td>\n<td>\u5305<\/td>\n<td>\u7279\u5f81\u62bd\u53d6<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>mlbench<\/td>\n<td>\u5305<\/td>\n<td>\u6570\u636e\u5305<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>random.forest.importance()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u786e\u5b9a\u7279\u5f81\u91cd\u8981\u6027<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>cutoff.k()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u9009\u62e9\u524dk\u4e2a\u6570\u636e<\/td>\n<\/tr>\n<tr class=\"even\">\n<td>as.simple.formula()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u521b\u5efa\u516c\u5f0f<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td>screeplot()<\/td>\n<td>\u51fd\u6570<\/td>\n<td>\u7ed8\u5236\u788e\u77f3\u6298\u7ebf\u56fe<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"section level1\">\n<h1>6 \u53c2\u8003\u6587\u732e<\/h1>\n<hr \/>\n<p>[1] \u4e18\u7950\u73ae.\u673a\u5668\u5b66\u4e60\u4e0eR\u8bed\u8a00\u5b9e\u6218[M].\u673a\u68b0\u5de5\u4e1a\u51fa\u7248\u793e,2016.<\/p>\n<p><\/font><\/p>\n<\/div>\n\n\n\n<\/div>\n<\/div>\n\n<\/div>\n\n<script>\n\n\/\/ add bootstrap table styles to pandoc tables\nfunction bootstrapStylePandocTables() {\n $('tr.header').parent('thead').parent('table').addClass('table table-condensed');\n}\n$(document).ready(function () {\n bootstrapStylePandocTables();\n});\n\n\n<\/script>\n\n\n<script>\n (function () {\n var script = document.createElement(\"script\");\n script.type = \"text\/javascript\";\n script.src = 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