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main.nb.html
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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="generator" content="pandoc" />
<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
<title>DSTI_TimeSeries</title>
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YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%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%2F0hN3nCTW3Grbu4Wrs%2FrP%2Bk%2F6T%2FpP%2Bk%2F6T%2FpP%2Bk%2B6T7pPek86TzpPOk86TzpOuk66TrpOuk66TrpOlWmPu%2F36zrpOuk66TrpOuk66TrpOvl%2FPek76TvpO%2Bk76TvpO%2Bk76TvpO%2Bk76TvpO7V9t%2BqtVs%2FOaOURU6bo6PgPt6rZbwAAAAABVFDDFwAA%29%20format%28%27woff%27%29%2Curl%28data%3Aapplication%2Ffont%2Dsfnt%3Bbase64%2CAAEAAAAPAIAAAwBwRkZUTW0ql9wAAAD8AAAAHEdERUYBRAAEAAABGAAAACBPUy8yZ7lriQAAATgAAABgY21hcNqt44EAAAGYAAAGcmN2dCAAKAL4AAAIDAAAAARnYXNw%2F%2F8AAwAACBAAAAAIZ2x5Zn1dwm8AAAgYAACUpGhlYWQFTS%2FYAACcvAAAADZoaGVhCkQEEQAAnPQAAAAkaG10eNLHIGAAAJ0YAAADdGxvY2Fv%2B5XOAACgjAAAAjBtYXhwAWoA2AAAorwAAAAgbmFtZbMsoJsAAKLcAAADonBvc3S6o%2BU1AACmgAAACtF3ZWJmwxhUUAAAsVQAAAAGAAAAAQAAAADMPaLPAAAAANB2gXUAAAAA0HZzlwABAAAADgAAABgAAAAAAAIAAQABARYAAQAEAAAAAgAAAAMEiwGQAAUABAMMAtAAAABaAwwC0AAAAaQAMgK4AAAAAAUAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAFVLV04AQAAg%2F%2F8DwP8QAAAFFAB7AAAAAQAAAAAAAAAAAAAAIAABAAAABQAAAAMAAAAsAAAACgAAAdwAAQAAAAAEaAADAAEAAAAsAAMACgAAAdwABAGwAAAAaABAAAUAKAAgACsAoAClIAogLyBfIKwgvSISIxsl%2FCYBJvonCScP4APgCeAZ4CngOeBJ4FngYOBp4HngieCX4QnhGeEp4TnhRuFJ4VnhaeF54YnhleGZ4gbiCeIW4hniIeIn4jniSeJZ4mD4%2F%2F%2F%2FAAAAIAAqAKAApSAAIC8gXyCsIL0iEiMbJfwmASb6JwknD%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EyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%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%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAAgAAgAAAAAAAAABAAAFFP%2BFAA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gHdW5pRTA1OQd1bmlFMDYwB3VuaUUwNjIHdW5pRTA2Mwd1bmlFMDY0B3VuaUUwNjUHdW5pRTA2Ngd1bmlFMDY3B3VuaUUwNjgHdW5pRTA2OQd1bmlFMDcwB3VuaUUwNzEHdW5pRTA3Mgd1bmlFMDczB3VuaUUwNzQHdW5pRTA3NQd1bmlFMDc2B3VuaUUwNzcHdW5pRTA3OAd1bmlFMDc5B3VuaUUwODAHdW5pRTA4MQd1bmlFMDgyB3VuaUUwODMHdW5pRTA4NAd1bmlFMDg1B3VuaUUwODYHdW5pRTA4Nwd1bmlFMDg4B3VuaUUwODkHdW5pRTA5MAd1bmlFMDkxB3VuaUUwOTIHdW5pRTA5Mwd1bmlFMDk0B3VuaUUwOTUHdW5pRTA5Ngd1bmlFMDk3B3VuaUUxMDEHdW5pRTEwMgd1bmlFMTAzB3VuaUUxMDQHdW5pRTEwNQd1bmlFMTA2B3VuaUUxMDcHdW5pRTEwOAd1bmlFMTA5B3VuaUUxMTAHdW5pRTExMQd1bmlFMTEyB3VuaUUxMTMHdW5pRTExNAd1bmlFMTE1B3VuaUUxMTYHdW5pRTExNwd1bmlFMTE4B3VuaUUxMTkHdW5pRTEyMAd1bmlFMTIxB3VuaUUxMjIHdW5pRTEyMwd1bmlFMTI0B3VuaUUxMjUHdW5pRTEyNgd1bmlFMTI3B3VuaUUxMjgHdW5pRTEyOQd1bmlFMTMwB3VuaUUxMzEHdW5pRTEzMgd1bmlFMTMzB3VuaUUxMzQHdW5pRTEzNQd1bmlFMTM2B3VuaUUxMzcHdW5pRTEzOAd1bmlFMTM5B3VuaUUxNDAHdW5pRTE0MQd1bmlFMTQyB3VuaUUxNDMHdW5pRTE0NAd1bmlFMTQ1B3VuaUUxNDYHdW5pRTE0OAd1bmlFMTQ5B3VuaUUxNTAHdW5pRTE1MQd1bmlFMTUyB3VuaUUxNTMHdW5pRTE1NAd1bmlFMTU1B3VuaUUxNTYHdW5pRTE1Nwd1bmlFMTU4B3VuaUUxNTkHdW5pRTE2MAd1bmlFMTYxB3VuaUUxNjIHdW5pRTE2Mwd1bmlFMTY0B3VuaUUxNjUHdW5pRTE2Ngd1bmlFMTY3B3VuaUUxNjgHdW5pRTE2OQd1bmlFMTcwB3VuaUUxNzEHdW5pRTE3Mgd1bmlFMTczB3VuaUUxNzQHdW5pRTE3NQd1bmlFMTc2B3VuaUUxNzcHdW5pRTE3OAd1bmlFMTc5B3VuaUUxODAHdW5pRTE4MQd1bmlFMTgyB3VuaUUxODMHdW5pRTE4NAd1bmlFMTg1B3VuaUUxODYHdW5pRTE4Nwd1bmlFMTg4B3VuaUUxODkHdW5pRTE5MAd1bmlFMTkxB3VuaUUxOTIHdW5pRTE5Mwd1bmlFMTk0B3VuaUUxOTUHdW5pRTE5Nwd1bmlFMTk4B3VuaUUxOTkHdW5pRTIwMAd1bmlFMjAxB3VuaUUyMDIHdW5pRTIwMwd1bmlFMjA0B3VuaUUyMDUHdW5pRTIwNgd1bmlFMjA5B3VuaUUyMTAHdW5pRTIxMQd1bmlFMjEyB3VuaUUyMTMHdW5pRTIxNAd1bmlFMjE1B3VuaUUyMTYHdW5pRTIxOAd1bmlFMjE5B3VuaUUyMjEHdW5pRTIyMwd1bmlFMjI0B3VuaUUyMjUHdW5pRTIyNgd1bmlFMjI3B3VuaUUyMzAHdW5pRTIzMQd1bmlFMjMyB3VuaUUyMzMHdW5pRTIzNAd1bmlFMjM1B3VuaUUyMzYHdW5pRTIzNwd1bmlFMjM4B3VuaUUyMzkHdW5pRTI0MAd1bmlFMjQxB3VuaUUyNDIHdW5pRTI0Mwd1bmlFMjQ0B3VuaUUyNDUHdW5pRTI0Ngd1bmlFMjQ3B3VuaUUyNDgHdW5pRTI0OQd1bmlFMjUwB3VuaUUyNTEHdW5pRTI1Mgd1bmlFMjUzB3VuaUUyNTQHdW5pRTI1NQd1bmlFMjU2B3VuaUUyNTcHdW5pRTI1OAd1bmlFMjU5B3VuaUUyNjAHdW5pRjhGRgZ1MUY1MTEGdTFGNkFBAAAAAAFUUMMXAAA%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI2OyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02MDAgMTAyN3EtMTE2IDAgLTIxNC41IC01N3QtMTU1LjUgLTE1NS41dC01NyAtMjE0LjV0NTcgLTIxNC41IHQxNTUuNSAtMTU1LjV0MjE0LjUgLTU3dDIxNC41IDU3dDE1NS41IDE1NS41dDU3IDIxNC41dC01NyAyMTQuNXQtMTU1LjUgMTU1LjV0LTIxNC41IDU3ek01MjUgOTAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTI3NWgxMzdxMjEgMCAyNiAtMTEuNXQtOCAtMjcuNWwtMjIzIC0yNzVxLTEzIC0xNiAtMzIgLTE2dC0zMiAxNmwtMjIzIDI3NXEtMTMgMTYgLTggMjcuNXQyNiAxMS41aDEzN3YyNzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXogIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAyNzsiIGQ9Ik02MDAgMTE3N3ExMTcgMCAyMjQgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNHQtNDUuNSAtMjI0dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjQgLTQ1LjV0LTIyNCA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjR0NDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXpNNjAwIDEwMjdxLTExNiAwIC0yMTQuNSAtNTd0LTE1NS41IC0xNTUuNXQtNTcgLTIxNC41dDU3IC0yMTQuNSB0MTU1LjUgLTE1NS41dDIxNC41IC01N3QyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNXQtNTcgMjE0LjV0LTE1NS41IDE1NS41dC0yMTQuNSA1N3pNNjMyIDkxNGwyMjMgLTI3NXExMyAtMTYgOCAtMjcuNXQtMjYgLTExLjVoLTEzN3YtMjc1cTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2Mjc1aC0xMzdxLTIxIDAgLTI2IDExLjV0OCAyNy41bDIyMyAyNzVxMTMgMTYgMzIgMTYgdDMyIC0xNnoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI4OyIgZD0iTTIyNSAxMjAwaDc1MHExMCAwIDE5LjUgLTd0MTIuNSAtMTdsMTg2IC02NTJxNyAtMjQgNyAtNDl2LTQyNXEwIC0xMiAtNCAtMjd0LTkgLTE3cS0xMiAtNiAtMzcgLTZoLTExMDBxLTEyIDAgLTI3IDR0LTE3IDhxLTYgMTMgLTYgMzhsMSA0MjVxMCAyNSA3IDQ5bDE4NSA2NTJxMyAxMCAxMi41IDE3dDE5LjUgN3pNODc4IDEwMDBoLTU1NnEtMTAgMCAtMTkgLTd0LTExIC0xOGwtODcgLTQ1MHEtMiAtMTEgNCAtMTh0MTYgLTdoMTUwIHExMCAwIDE5LjUgLTd0MTEuNSAtMTdsMzggLTE1MnEyIC0xMCAxMS41IC0xN3QxOS41IC03aDI1MHExMCAwIDE5LjUgN3QxMS41IDE3bDM4IDE1MnEyIDEwIDExLjUgMTd0MTkuNSA3aDE1MHExMCAwIDE2IDd0NCAxOGwtODcgNDUwcS0yIDExIC0xMSAxOHQtMTkgN3oiIC8%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%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%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%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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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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDU1OyIgZD0iTTUwIDExMDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA4MDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAgcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgNTAwaDExMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgMjAwaDExMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTEwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA1NjsiIGQ9Ik01MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTM1MCAxMTAwaDgwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC04MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMzUwIDgwMGg4MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtODAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgNTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTM1MCA1MDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDAgcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC04MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDIwMGgxMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0zNTAgMjAwaDgwMCBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtODAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNTc7IiBkPSJNNDAwIDBoLTEwMHYxMTAwaDEwMHYtMTEwMHpNNTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTUwIDgwMGg1MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMjY3IDU1MGwtMTY3IC0xMjV2NzVoLTIwMHYxMDBoMjAwdjc1ek01NTAgNTAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTU1MCAyMDBoNjAwIHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC02MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA1ODsiIGQ9Ik01MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTkwMCAwaC0xMDB2MTEwMGgxMDB2LTExMDB6TTUwIDgwMGg1MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMTEwMCA2MDBoMjAwdi0xMDBoLTIwMHYtNzVsLTE2NyAxMjVsMTY3IDEyNXYtNzV6TTUwIDUwMGgzMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMzAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCAyMDBoNjAwIHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC02MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA1OTsiIGQ9Ik03NSAxMDAwaDc1MHEzMSAwIDUzIC0yMnQyMiAtNTN2LTY1MHEwIC0zMSAtMjIgLTUzdC01MyAtMjJoLTc1MHEtMzEgMCAtNTMgMjJ0LTIyIDUzdjY1MHEwIDMxIDIyIDUzdDUzIDIyek0xMjAwIDMwMGwtMzAwIDMwMGwzMDAgMzAwdi02MDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA2MDsiIGQ9Ik00NCAxMTAwaDExMTJxMTggMCAzMSAtMTN0MTMgLTMxdi0xMDEycTAgLTE4IC0xMyAtMzF0LTMxIC0xM2gtMTExMnEtMTggMCAtMzEgMTN0LTEzIDMxdjEwMTJxMCAxOCAxMyAzMXQzMSAxM3pNMTAwIDEwMDB2LTczN2wyNDcgMTgybDI5OCAtMTMxbC03NCAxNTZsMjkzIDMxOGwyMzYgLTI4OHY1MDBoLTEwMDB6TTM0MiA4ODRxNTYgMCA5NSAtMzl0MzkgLTk0LjV0LTM5IC05NXQtOTUgLTM5LjV0LTk1IDM5LjV0LTM5IDk1dDM5IDk0LjUgdDk1IDM5eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNjI7IiBkPSJNNjQ4IDExNjlxMTE3IDAgMjE2IC02MHQxNTYuNSAtMTYxdDU3LjUgLTIxOHEwIC0xMTUgLTcwIC0yNThxLTY5IC0xMDkgLTE1OCAtMjI1LjV0LTE0MyAtMTc5LjVsLTU0IC02MnEtOSA4IC0yNS41IDI0LjV0LTYzLjUgNjcuNXQtOTEgMTAzdC05OC41IDEyOHQtOTUuNSAxNDhxLTYwIDEzMiAtNjAgMjQ5cTAgODggMzQgMTY5LjV0OTEuNSAxNDJ0MTM3IDk2LjV0MTY2LjUgMzZ6TTY1Mi41IDk3NHEtOTEuNSAwIC0xNTYuNSAtNjUgdC02NSAtMTU3dDY1IC0xNTYuNXQxNTYuNSAtNjQuNXQxNTYuNSA2NC41dDY1IDE1Ni41dC02NSAxNTd0LTE1Ni41IDY1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNjM7IiBkPSJNNjAwIDExNzdxMTE3IDAgMjI0IC00NS41dDE4NC41IC0xMjN0MTIzIC0xODQuNXQ0NS41IC0yMjR0LTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41dC0yMjQgNDUuNXQtMTg0LjUgMTIzdC0xMjMgMTg0LjV0LTQ1LjUgMjI0dDQ1LjUgMjI0dDEyMyAxODQuNXQxODQuNSAxMjN0MjI0IDQ1LjV6TTYwMCAxNzN2ODU0cS0xMTYgMCAtMjE0LjUgLTU3dC0xNTUuNSAtMTU1LjV0LTU3IC0yMTQuNXQ1NyAtMjE0LjUgdDE1NS41IC0xNTUuNXQyMTQuNSAtNTd6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA2NDsiIGQ9Ik01NTQgMTI5NXEyMSAtNzIgNTcuNSAtMTQzLjV0NzYgLTEzMHQ4MyAtMTE4dDgyLjUgLTExN3Q3MCAtMTE2dDQ5LjUgLTEyNnQxOC41IC0xMzYuNXEwIC03MSAtMjUuNSAtMTM1dC02OC41IC0xMTF0LTk5IC04MnQtMTE4LjUgLTU0dC0xMjUuNSAtMjNxLTg0IDUgLTE2MS41IDM0dC0xMzkuNSA3OC41dC05OSAxMjV0LTM3IDE2NC41cTAgNjkgMTggMTM2LjV0NDkuNSAxMjYuNXQ2OS41IDExNi41dDgxLjUgMTE3LjV0ODMuNSAxMTkgdDc2LjUgMTMxdDU4LjUgMTQzek0zNDQgNzEwcS0yMyAtMzMgLTQzLjUgLTcwLjV0LTQwLjUgLTEwMi41dC0xNyAtMTIzcTEgLTM3IDE0LjUgLTY5LjV0MzAgLTUydDQxIC0zN3QzOC41IC0yNC41dDMzIC0xNXEyMSAtNyAzMiAtMXQxMyAyMmw2IDM0cTIgMTAgLTIuNSAyMnQtMTMuNSAxOXEtNSA0IC0xNCAxMnQtMjkuNSA0MC41dC0zMi41IDczLjVxLTI2IDg5IDYgMjcxcTIgMTEgLTYgMTFxLTggMSAtMTUgLTEweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNjU7IiBkPSJNMTAwMCAxMDEzbDEwOCAxMTVxMiAxIDUgMnQxMyAydDIwLjUgLTF0MjUgLTkuNXQyOC41IC0yMS41cTIyIC0yMiAyNyAtNDN0MCAtMzJsLTYgLTEwbC0xMDggLTExNXpNMzUwIDExMDBoNDAwcTUwIDAgMTA1IC0xM2wtMTg3IC0xODdoLTM2OHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNXYtNTAwcTAgLTQxIDI5LjUgLTcwLjV0NzAuNSAtMjkuNWg1MDBxNDEgMCA3MC41IDI5LjV0MjkuNSA3MC41djE4MmwyMDAgMjAwdi0zMzIgcTAgLTE2NSAtOTMuNSAtMjU3LjV0LTI1Ni41IC05Mi41aC00MDBxLTE2NSAwIC0yNTcuNSA5Mi41dC05Mi41IDI1Ny41djQwMHEwIDE2NSA5Mi41IDI1Ny41dDI1Ny41IDkyLjV6TTEwMDkgODAzbC0zNjIgLTM2MmwtMTYxIC01MGw1NSAxNzBsMzU1IDM1NXoiIC8%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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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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDg2OyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02NzUgMTAwMGgtMTUwcS0xMCAwIC0xNy41IC03LjV0LTcuNSAtMTcuNXYtMTUwcTAgLTEwIDcuNSAtMTcuNSB0MTcuNSAtNy41aDE1MHExMCAwIDE3LjUgNy41dDcuNSAxNy41djE1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6TTY3NSA3MDBoLTI1MHEtMTAgMCAtMTcuNSAtNy41dC03LjUgLTE3LjV2LTUwcTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoNzV2LTIwMGgtNzVxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di01MHEwIC0xMCA3LjUgLTE3LjV0MTcuNSAtNy41aDM1MHExMCAwIDE3LjUgNy41dDcuNSAxNy41djUwcTAgMTAgLTcuNSAxNy41IHQtMTcuNSA3LjVoLTc1djI3NXEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA4NzsiIGQ9Ik01MjUgMTIwMGgxNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xOTRxMTAzIC0yNyAxNzguNSAtMTAyLjV0MTAyLjUgLTE3OC41aDE5NHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE5NHEtMjcgLTEwMyAtMTAyLjUgLTE3OC41dC0xNzguNSAtMTAyLjV2LTE5NHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE5NCBxLTEwMyAyNyAtMTc4LjUgMTAyLjV0LTEwMi41IDE3OC41aC0xOTRxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgxOTRxMjcgMTAzIDEwMi41IDE3OC41dDE3OC41IDEwMi41djE5NHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek03MDAgODkzdi0xNjhxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNjhxLTY4IC0yMyAtMTE5IC03NCB0LTc0IC0xMTloMTY4cTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTY4cTIzIC02OCA3NCAtMTE5dDExOSAtNzR2MTY4cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTY4cTY4IDIzIDExOSA3NHQ3NCAxMTloLTE2OHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDE2OCBxLTIzIDY4IC03NCAxMTl0LTExOSA3NHoiIC8%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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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%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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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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTkwOyIgZD0iTTIwMCAxMTAwaDcwMHExMjQgMCAyMTIgLTg4dDg4IC0yMTJ2LTUwMHEwIC0xMjQgLTg4IC0yMTJ0LTIxMiAtODhoLTcwMHEtMTI0IDAgLTIxMiA4OHQtODggMjEydjUwMHEwIDEyNCA4OCAyMTJ0MjEyIDg4ek0xMDAgOTAwdi03MDBoOTAwdjcwMGgtOTAwek05MDAgMzAwaC03MDB2NTAwaDcwMHYtNTAwek04MDAgNzAwaC0xMzBxLTM4IDAgLTY2LjUgLTQzdC0yOC41IC0xMDh0MjcgLTEwN3Q2OCAtNDJoMTMwdjMwMHpNMzAwIDcwMHYtMzAwIGgxMzBxNDEgMCA2OCA0MnQyNyAxMDd0LTI4LjUgMTA4dC02Ni41IDQzaC0xMzB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE5MTsiIGQ9Ik0yMDAgMTEwMGg3MDBxMTI0IDAgMjEyIC04OHQ4OCAtMjEydi01MDBxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4aC03MDBxLTEyNCAwIC0yMTIgODh0LTg4IDIxMnY1MDBxMCAxMjQgODggMjEydDIxMiA4OHpNMTAwIDkwMHYtNzAwaDkwMHY3MDBoLTkwMHpNNTAwIDcwMGgtMjAwdi0xMDBoMjAwdi0zMDBoLTMwMHYxMDBoMjAwdjEwMGgtMjAwdjMwMGgzMDB2LTEwMHpNOTAwIDMwMGgtMTAwdjQwMGgtMTAwdjEwMGgyMDB2LTUwMHogTTcwMCAzMDBoLTEwMHYxMDBoMTAwdi0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE5MjsiIGQ9Ik0yMDAgMTEwMGg3MDBxMTI0IDAgMjEyIC04OHQ4OCAtMjEydi01MDBxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4aC03MDBxLTEyNCAwIC0yMTIgODh0LTg4IDIxMnY1MDBxMCAxMjQgODggMjEydDIxMiA4OHpNMTAwIDkwMHYtNzAwaDkwMHY3MDBoLTkwMHpNMzAwIDcwMGgyMDB2LTQwMGgtMzAwdjUwMGgxMDB2LTEwMHpNOTAwIDMwMGgtMTAwdjQwMGgtMTAwdjEwMGgyMDB2LTUwMHpNMzAwIDYwMHYtMjAwaDEwMHYyMDBoLTEwMHogTTcwMCAzMDBoLTEwMHYxMDBoMTAwdi0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE5MzsiIGQ9Ik0yMDAgMTEwMGg3MDBxMTI0IDAgMjEyIC04OHQ4OCAtMjEydi01MDBxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4aC03MDBxLTEyNCAwIC0yMTIgODh0LTg4IDIxMnY1MDBxMCAxMjQgODggMjEydDIxMiA4OHpNMTAwIDkwMHYtNzAwaDkwMHY3MDBoLTkwMHpNNTAwIDUwMGwtMTk5IC0yMDBoLTEwMHY1MGwxOTkgMjAwdjE1MGgtMjAwdjEwMGgzMDB2LTMwMHpNOTAwIDMwMGgtMTAwdjQwMGgtMTAwdjEwMGgyMDB2LTUwMHpNNzAxIDMwMGgtMTAwIHYxMDBoMTAwdi0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE5NDsiIGQ9Ik02MDAgMTE5MXExMjAgMCAyMjkuNSAtNDd0MTg4LjUgLTEyNnQxMjYgLTE4OC41dDQ3IC0yMjkuNXQtNDcgLTIyOS41dC0xMjYgLTE4OC41dC0xODguNSAtMTI2dC0yMjkuNSAtNDd0LTIyOS41IDQ3dC0xODguNSAxMjZ0LTEyNiAxODguNXQtNDcgMjI5LjV0NDcgMjI5LjV0MTI2IDE4OC41dDE4OC41IDEyNnQyMjkuNSA0N3pNNjAwIDEwMjFxLTExNCAwIC0yMTEgLTU2LjV0LTE1My41IC0xNTMuNXQtNTYuNSAtMjExdDU2LjUgLTIxMSB0MTUzLjUgLTE1My41dDIxMSAtNTYuNXQyMTEgNTYuNXQxNTMuNSAxNTMuNXQ1Ni41IDIxMXQtNTYuNSAyMTF0LTE1My41IDE1My41dC0yMTEgNTYuNXpNODAwIDcwMGgtMzAwdi0yMDBoMzAwdi0xMDBoLTMwMGwtMTAwIDEwMHYyMDBsMTAwIDEwMGgzMDB2LTEwMHoiIC8%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%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%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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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCAzdC0zMCA3dC0yNCAxNXQtMTEgMjQuNXY1NTBoMTAwcTI1IDAgMzcgLTAuNXQzMSAtMiB0MjguNSAtNS41dDIyIC0xMXQxOCAtMTcuNXQ5LjUgLTI2LjV0NCAtMzdoNTB2MzAwaC04MDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yMiAtMTF0LTE4IC0xNy41dC05LjU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<link href="data:text/css,%2Epagedtable%20%7B%0Aoverflow%3A%20auto%3B%0Apadding%2Dleft%3A%208px%3B%0Apadding%2Dright%3A%208px%3B%0A%7D%0A%2Epagedtable%2Dwrapper%20%7B%0Aborder%3A%201px%20solid%20%23ccc%3B%0Aborder%2Dradius%3A%204px%3B%0Amargin%2Dbottom%3A%2010px%3B%0A%7D%0A%2Epagedtable%20table%20%7B%0Awidth%3A%20100%25%3B%0Amax%2Dwidth%3A%20100%25%3B%0Amargin%3A%200%3B%0A%7D%0A%2Epagedtable%20th%20%7B%0Apadding%3A%200%205px%200%205px%3B%0Aborder%3A%20none%3B%0Aborder%2Dbottom%3A%202px%20solid%20%23dddddd%3B%0Amin%2Dwidth%3A%2045px%3B%0A%7D%0A%2Epagedtable%2Dempty%20th%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20td%20%7B%0Apadding%3A%200%204px%200%204px%3B%0A%7D%0A%2Epagedtable%20%2Eeven%20%7B%0Abackground%2Dcolor%3A%20rgba%28140%2C%20140%2C%20140%2C%200%2E1%29%3B%0A%7D%0A%2Epagedtable%2Dpadding%2Dcol%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20a%20%7B%0A%2Dwebkit%2Dtouch%2Dcallout%3A%20none%3B%0A%2Dwebkit%2Duser%2Dselect%3A%20none%3B%0A%2Dkhtml%2Duser%2Dselect%3A%20none%3B%0A%2Dmoz%2Duser%2Dselect%3A%20none%3B%0A%2Dms%2Duser%2Dselect%3A%20none%3B%0Auser%2Dselect%3A%20none%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%20%7B%0Acursor%3A%20pointer%3B%0Apadding%3A%200%205px%200%205px%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%2Ddisabled%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dnav%2Ddisabled%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0A%2Epagedtable%2Dindexes%20%7B%0Acursor%3A%20pointer%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dcurrent%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0Aborder%3A%200%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dcurrent%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0A%7D%0A%2Epagedtable%2Dindex%20%7B%0Awidth%3A%2030px%3B%0Adisplay%3A%20inline%2Dblock%3B%0Atext%2Dalign%3A%20center%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dleft%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%200%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dright%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%204px%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dfooter%20%7B%0Apadding%2Dtop%3A%204px%3B%0Apadding%2Dbottom%3A%205px%3B%0A%7D%0A%2Epagedtable%2Dnot%2Dempty%20%2Epagedtable%2Dfooter%20%7B%0Aborder%2Dtop%3A%202px%20solid%20%23dddddd%3B%0A%7D%0A%2Epagedtable%2Dinfo%20%7B%0Aoverflow%3A%20hidden%3B%0Acolor%3A%20%23999%3B%0Awhite%2Dspace%3A%20nowrap%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dname%20%7B%0Aoverflow%3A%20hidden%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dtype%20%7B%0Acolor%3A%20%23999%3B%0Afont%2Dweight%3A%20400%3B%0A%7D%0A%2Epagedtable%2Dna%2Dcell%20%7B%0Afont%2Dstyle%3A%20italic%3B%0Aopacity%3A%200%2E3%3B%0A%7D%0A" rel="stylesheet" />
<script src="data:application/javascript;base64,// Production steps of ECMA-262, Edition 5, 15.4.4.18
// Reference: http://es5.github.io/#x15.4.4.18
if (!Array.prototype.forEach) {

  Array.prototype.forEach = function(callback, thisArg) {

    var T, k;

    if (this === null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling toObject() passing the
    // |this| value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get() internal
    // method of O with the argument "length".
    // 3. Let len be toUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If isCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== "function") {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let
    // T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let k be 0
    k = 0;

    // 7. Repeat, while k < len
    while (k < len) {

      var kValue;

      // a. Let Pk be ToString(k).
      //    This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty
      //    internal method of O with argument Pk.
      //    This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
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        kValue = O[k];

        // ii. Call the Call internal method of callback with T as
        // the this value and argument list containing kValue, k, and O.
        callback.call(T, kValue, k, O);
      }
      // d. Increase k by 1.
      k++;
    }
    // 8. return undefined
  };
}

// Production steps of ECMA-262, Edition 5, 15.4.4.19
// Reference: http://es5.github.io/#x15.4.4.19
if (!Array.prototype.map) {

  Array.prototype.map = function(callback, thisArg) {

    var T, A, k;

    if (this == null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling ToObject passing the |this|
    //    value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get internal
    //    method of O with the argument "length".
    // 3. Let len be ToUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If IsCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== 'function') {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let A be a new array created as if by the expression new Array(len)
    //    where Array is the standard built-in constructor with that name and
    //    len is the value of len.
    A = new Array(len);

    // 7. Let k be 0
    k = 0;

    // 8. Repeat, while k < len
    while (k < len) {

      var kValue, mappedValue;

      // a. Let Pk be ToString(k).
      //   This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty internal
      //    method of O with argument Pk.
      //   This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
        //    method of O with argument Pk.
        kValue = O[k];

        // ii. Let mappedValue be the result of calling the Call internal
        //     method of callback with T as the this value and argument
        //     list containing kValue, k, and O.
        mappedValue = callback.call(T, kValue, k, O);

        // iii. Call the DefineOwnProperty internal method of A with arguments
        // Pk, Property Descriptor
        // { Value: mappedValue,
        //   Writable: true,
        //   Enumerable: true,
        //   Configurable: true },
        // and false.

        // In browsers that support Object.defineProperty, use the following:
        // Object.defineProperty(A, k, {
        //   value: mappedValue,
        //   writable: true,
        //   enumerable: true,
        //   configurable: true
        // });

        // For best browser support, use the following:
        A[k] = mappedValue;
      }
      // d. Increase k by 1.
      k++;
    }

    // 9. return A
    return A;
  };
}

var PagedTable = function (pagedTable) {
  var me = this;

  var source = function(pagedTable) {
    var sourceElems = [].slice.call(pagedTable.children).filter(function(e) {
      return e.hasAttribute("data-pagedtable-source");
    });

    if (sourceElems === null || sourceElems.length !== 1) {
      throw("A single data-pagedtable-source was not found");
    }

    return JSON.parse(sourceElems[0].innerHTML);
  }(pagedTable);

  var options = function(source) {
    var options = typeof(source.options) !== "undefined" &&
      source.options !== null ? source.options : {};

    var columns = typeof(options.columns) !== "undefined" ? options.columns : {};
    var rows = typeof(options.rows) !== "undefined" ? options.rows : {};

    var positiveIntOrNull = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : null;
    };

    return {
      pages: positiveIntOrNull(options.pages),
      rows: {
        min: positiveIntOrNull(rows.min),
        max: positiveIntOrNull(rows.max),
        total: positiveIntOrNull(rows.total)
      },
      columns: {
        min: positiveIntOrNull(columns.min),
        max: positiveIntOrNull(columns.max),
        total: positiveIntOrNull(columns.total)
      }
    };
  }(source);

  var Measurer = function() {

    // set some default initial values that will get adjusted in runtime
    me.measures = {
      padding: 12,
      character: 8,
      height: 15,
      defaults: true
    };

    me.calculate = function(measuresCell) {
      if (!me.measures.defaults)
        return;

      var measuresCellStyle = window.getComputedStyle(measuresCell, null);

      var newPadding = parsePadding(measuresCellStyle.paddingLeft) +
            parsePadding(measuresCellStyle.paddingRight);

      var sampleString = "ABCDEFGHIJ0123456789";
      var newCharacter = Math.ceil(measuresCell.clientWidth / sampleString.length);

      if (newPadding <= 0 || newCharacter <= 0)
        return;

      me.measures.padding = newPadding;
      me.measures.character = newCharacter;
      me.measures.height = measuresCell.clientHeight;
      me.measures.defaults = false;
    };

    return me;
  };

  var Page = function(data, options) {
    var me = this;

    var defaults = {
      max: 7,
      rows: 10
    };

    var totalPages = function() {
      return Math.ceil(data.length / me.rows);
    };

    me.number = 0;
    me.max = options.pages !== null ? options.pages : defaults.max;
    me.visible = me.max;
    me.rows = options.rows.min !== null ? options.rows.min : defaults.rows;
    me.total = totalPages();

    me.setRows = function(newRows) {
      me.rows = newRows;
      me.total = totalPages();
    };

    me.setPageNumber = function(newPageNumber) {
      if (newPageNumber < 0) newPageNumber = 0;
      if (newPageNumber >= me.total) newPageNumber = me.total - 1;

      me.number = newPageNumber;
    };

    me.setVisiblePages = function(visiblePages) {
      me.visible = Math.min(me.max, visiblePages);
      me.setPageNumber(me.number);
    };

    me.getVisiblePageRange = function() {
      var start = me.number - Math.max(Math.floor((me.visible - 1) / 2), 0);
      var end = me.number + Math.floor(me.visible / 2) + 1;
      var pageCount = me.total;

      if (start < 0) {
        var diffToStart = 0 - start;
        start += diffToStart;
        end += diffToStart;
      }

      if (end > pageCount) {
        var diffToEnd = end - pageCount;
        start -= diffToEnd;
        end -= diffToEnd;
      }

      start = start < 0 ? 0 : start;
      end = end >= pageCount ? pageCount : end;

      var first = false;
      var last = false;

      if (start > 0 && me.visible > 1) {
        start = start + 1;
        first = true;
      }

      if (end < pageCount && me.visible > 2) {
        end = end - 1;
        last = true;
      }

      return {
        first: first,
        start: start,
        end: end,
        last: last
      };
    };

    me.getRowStart = function() {
      var rowStart = page.number * page.rows;
      if (rowStart < 0)
        rowStart = 0;

      return rowStart;
    };

    me.getRowEnd = function() {
      var rowStart = me.getRowStart();
      return Math.min(rowStart + me.rows, data.length);
    };

    me.getPaddingRows = function() {
      var rowStart = me.getRowStart();
      var rowEnd = me.getRowEnd();
      return data.length > me.rows ? me.rows - (rowEnd - rowStart) : 0;
    };
  };

  var Columns = function(data, columns, options) {
    var me = this;

    me.defaults = {
      min: 5
    };

    me.number = 0;
    me.visible = 0;
    me.total = columns.length;
    me.subset = [];
    me.padding = 0;
    me.min = options.columns.min !== null ? options.columns.min : me.defaults.min;
    me.max = options.columns.max !== null ? options.columns.max : null;
    me.widths = {};

    var widthsLookAhead = Math.max(100, options.rows.min);
    var paddingColChars = 10;

    me.emptyNames = function() {
      columns.forEach(function(column) {
        if (columns.label !== null && columns.label !== "")
          return false;
      });

      return true;
    };

    var parsePadding = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : 0;
    };

    me.calculateWidths = function(measures) {
      columns.forEach(function(column) {
        var maxChars = Math.max(
          column.label.toString().length,
          column.type.toString().length
        );

        for (var idxRow = 0; idxRow < Math.min(widthsLookAhead, data.length); idxRow++) {
          maxChars = Math.max(maxChars, data[idxRow][column.name.toString()].length);
        }

        me.widths[column.name] = {
          // width in characters
          chars: maxChars,
          // width for the inner html columns
          inner: maxChars * measures.character,
          // width adding outer styles like padding
          outer: maxChars * measures.character + measures.padding
        };
      });
    };

    me.getWidth = function() {
      var widthOuter = 0;
      for (var idxCol = 0; idxCol < me.subset.length; idxCol++) {
        var columnName = me.subset[idxCol].name;
        widthOuter = widthOuter + me.widths[columnName].outer;
      }

      widthOuter = widthOuter + me.padding * paddingColChars * measurer.measures.character;

      if (me.hasMoreLeftColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      if (me.hasMoreRightColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      return widthOuter;
    };

    me.updateSlice = function() {
      if (me.number + me.visible >= me.total)
        me.number = me.total - me.visible;

      if (me.number < 0) me.number = 0;

      me.subset = columns.slice(me.number, Math.min(me.number + me.visible, me.total));

      me.subset = me.subset.map(function(column) {
        Object.keys(column).forEach(function(colKey) {
          column[colKey] = column[colKey] === null ? "" : column[colKey].toString();
        });

        column.width = null;
        return column;
      });
    };

    me.setVisibleColumns = function(columnNumber, newVisibleColumns, paddingCount) {
      me.number = columnNumber;
      me.visible = newVisibleColumns;
      me.padding = paddingCount;

      me.updateSlice();
    };

    me.incColumnNumber = function(increment) {
      me.number = me.number + increment;
    };

    me.setColumnNumber = function(newNumber) {
      me.number = newNumber;
    };

    me.setPaddingCount = function(newPadding) {
      me.padding = newPadding;
    };

    me.getPaddingCount = function() {
      return me.padding;
    };

    me.hasMoreLeftColumns = function() {
      return me.number > 0;
    };

    me.hasMoreRightColumns = function() {
      return me.number + me.visible < me.total;
    };

    me.updateSlice(0);
    return me;
  };

  var data = source.data;
  var page = new Page(data, options);
  var measurer = new Measurer(data, options);
  var columns = new Columns(data, source.columns, options);

  var table = null;
  var tableDiv = null;
  var header = null;
  var footer = null;
  var tbody = null;

  // Caches pagedTable.clientWidth, specially for webkit
  var cachedPagedTableClientWidth = null;

  var onChangeCallbacks = [];

  var clearSelection = function() {
    if(document.selection && document.selection.empty) {
      document.selection.empty();
    } else if(window.getSelection) {
      var sel = window.getSelection();
      sel.removeAllRanges();
    }
  };

  var columnNavigationWidthPX = 5;

  var renderColumnNavigation = function(increment, backwards) {
    var arrow = document.createElement("div");
    arrow.setAttribute("style",
      "border-top: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-bottom: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-" + (backwards ? "right" : "left") + ": " + columnNavigationWidthPX + "px solid;");

    var header = document.createElement("th");
    header.appendChild(arrow);
    header.setAttribute("style",
      "cursor: pointer;" +
      "vertical-align: middle;" +
      "min-width: " + columnNavigationWidthPX + "px;" +
      "width: " + columnNavigationWidthPX + "px;");

    header.onclick = function() {
      columns.incColumnNumber(backwards ? -1 : increment);

      me.animateColumns(backwards);
      renderFooter();

      clearSelection();
      triggerOnChange();
    };

    return header;
  };

  var maxColumnWidth = function(width) {
    var padding = 80;
    var columnMax = Math.max(cachedPagedTableClientWidth - padding, 0);

    return parseInt(width) > 0 ?
      Math.min(columnMax, parseInt(width)) + "px" :
      columnMax + "px";
  };

  var clearHeader = function() {
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.innerHTML = "";
  };

  var renderHeader = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth;

    var fragment = document.createDocumentFragment();

    header = document.createElement("tr");
    fragment.appendChild(header);

    if (columns.number > 0)
      header.appendChild(renderColumnNavigation(-columns.visible, true));

    columns.subset = columns.subset.map(function(columnData) {
      var column = document.createElement("th");
      column.setAttribute("align", columnData.align);
      column.style.textAlign = columnData.align;

      column.style.maxWidth = maxColumnWidth(null);
      if (columnData.width) {
        column.style.minWidth =
          column.style.maxWidth = maxColumnWidth(columnData.width);
      }

      var columnName = document.createElement("div");
      columnName.setAttribute("class", "pagedtable-header-name");
      if (columnData.label === "") {
        columnName.innerHTML = "&nbsp;";
      }
      else {
        columnName.appendChild(document.createTextNode(columnData.label));
      }
      column.appendChild(columnName);

      var columnType = document.createElement("div");
      columnType.setAttribute("class", "pagedtable-header-type");
      if (columnData.type === "") {
        columnType.innerHTML = "&nbsp;";
      }
      else {
        columnType.appendChild(document.createTextNode("<" + columnData.type + ">"));
      }
      column.appendChild(columnType);

      header.appendChild(column);

      columnData.element = column;

      return columnData;
    });

    for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
      var paddingCol = document.createElement("th");
      paddingCol.setAttribute("class", "pagedtable-padding-col");
      header.appendChild(paddingCol);
    }

    if (columns.number + columns.visible < columns.total)
      header.appendChild(renderColumnNavigation(columns.visible, false));

    if (typeof(clear) == "undefined" || clear) clearHeader();
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.appendChild(fragment);
  };

  me.animateColumns = function(backwards) {
    var thead = pagedTable.querySelectorAll("thead")[0];

    var headerOld = thead.querySelectorAll("tr")[0];
    var tbodyOld = table.querySelectorAll("tbody")[0];

    me.fitColumns(backwards);

    renderHeader(false);

    header.style.opacity = "0";
    header.style.transform = backwards ? "translateX(-30px)" : "translateX(30px)";
    header.style.transition = "transform 200ms linear, opacity 200ms";
    header.style.transitionDelay = "0";

    renderBody(false);

    if (headerOld) {
      headerOld.style.position = "absolute";
      headerOld.style.transform = "translateX(0px)";
      headerOld.style.opacity = "1";
      headerOld.style.transition = "transform 100ms linear, opacity 100ms";
      headerOld.setAttribute("class", "pagedtable-remove-head");
      if (headerOld.style.transitionEnd) {
        headerOld.addEventListener("transitionend", function() {
          var headerOldByClass = thead.querySelector(".pagedtable-remove-head");
          if (headerOldByClass) thead.removeChild(headerOldByClass);
        });
      }
      else {
        thead.removeChild(headerOld);
      }
    }

    if (tbodyOld) table.removeChild(tbodyOld);

    tbody.style.opacity = "0";
    tbody.style.transition = "transform 200ms linear, opacity 200ms";
    tbody.style.transitionDelay = "0ms";

    // force relayout
    window.getComputedStyle(header).opacity;
    window.getComputedStyle(tbody).opacity;

    if (headerOld) {
      headerOld.style.transform = backwards ? "translateX(20px)" : "translateX(-30px)";
      headerOld.style.opacity = "0";
    }

    header.style.transform = "translateX(0px)";
    header.style.opacity = "1";

    tbody.style.opacity = "1";
  }

  me.onChange = function(callback) {
    onChangeCallbacks.push(callback);
  };

  var triggerOnChange = function() {
    onChangeCallbacks.forEach(function(onChange) {
      onChange();
    });
  };

  var clearBody = function() {
    if (tbody) {
      table.removeChild(tbody);
      tbody = null;
    }
  };

  var renderBody = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth

    var fragment = document.createDocumentFragment();

    var pageData = data.slice(page.getRowStart(), page.getRowEnd());

    pageData.forEach(function(dataRow, idxRow) {
      var htmlRow = document.createElement("tr");
      htmlRow.setAttribute("class", (idxRow % 2 !==0) ? "even" : "odd");

      if (columns.hasMoreLeftColumns())
        htmlRow.appendChild(document.createElement("td"));

      columns.subset.forEach(function(columnData) {
        var cellName = columnData.name;
        var dataCell = dataRow[cellName];
        var htmlCell = document.createElement("td");

        if (dataCell === "NA") htmlCell.setAttribute("class", "pagedtable-na-cell");
        if (dataCell === "__NA__") dataCell = "NA";

        var cellText = document.createTextNode(dataCell);
        htmlCell.appendChild(cellText);
        if (dataCell.length > 50) {
          htmlCell.setAttribute("title", dataCell);
        }
        htmlCell.setAttribute("align", columnData.align);
        htmlCell.style.textAlign = columnData.align;
        htmlCell.style.maxWidth = maxColumnWidth(null);
        if (columnData.width) {
          htmlCell.style.minWidth = htmlCell.style.maxWidth = maxColumnWidth(columnData.width);
        }
        htmlRow.appendChild(htmlCell);
      });

      for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
        var paddingCol = document.createElement("td");
        paddingCol.setAttribute("class", "pagedtable-padding-col");
        htmlRow.appendChild(paddingCol);
      }

      if (columns.hasMoreRightColumns())
        htmlRow.appendChild(document.createElement("td"));

      fragment.appendChild(htmlRow);
    });

    for (var idxPadding = 0; idxPadding < page.getPaddingRows(); idxPadding++) {
      var paddingRow = document.createElement("tr");

      var paddingCellRow = document.createElement("td");
      paddingCellRow.innerHTML = "&nbsp;";
      paddingCellRow.setAttribute("colspan", "100%");
      paddingRow.appendChild(paddingCellRow);

      fragment.appendChild(paddingRow);
    }

    if (typeof(clear) == "undefined" || clear) clearBody();
    tbody = document.createElement("tbody");
    tbody.appendChild(fragment);

    table.appendChild(tbody);
  };

  var getLabelInfo = function() {
    var pageStart = page.getRowStart();
    var pageEnd = page.getRowEnd();
    var totalRows = data.length;

    var totalRowsLabel = options.rows.total ? options.rows.total : totalRows;
    var totalRowsLabelFormat = totalRowsLabel.toString().replace(/(\d)(?=(\d\d\d)+(?!\d))/g, '$1,');

    var infoText = (pageStart + 1) + "-" + pageEnd + " of " + totalRowsLabelFormat + " rows";
    if (totalRows < page.rows) {
      infoText = totalRowsLabel + " row" + (totalRows != 1 ? "s" : "");
    }
    if (columns.total > columns.visible) {
      var totalColumnsLabel = options.columns.total ? options.columns.total : columns.total;

      infoText = infoText + " | " + (columns.number + 1) + "-" +
        (Math.min(columns.number + columns.visible, columns.total)) +
        " of " + totalColumnsLabel + " columns";
    }

    return infoText;
  };

  var clearFooter = function() {
    footer = pagedTable.querySelectorAll("div.pagedtable-footer")[0];
    footer.innerHTML = "";

    return footer;
  };

  var createPageLink = function(idxPage) {
    var pageLink = document.createElement("a");
    pageLinkClass = idxPage === page.number ? "pagedtable-index pagedtable-index-current" : "pagedtable-index";
    pageLink.setAttribute("class", pageLinkClass);
    pageLink.setAttribute("data-page-index", idxPage);
    pageLink.onclick = function() {
      page.setPageNumber(parseInt(this.getAttribute("data-page-index")));
      renderBody();
      renderFooter();

      triggerOnChange();
    };

    pageLink.appendChild(document.createTextNode(idxPage + 1));

    return pageLink;
  }

  var renderFooter = function() {
    footer = clearFooter();

    var next = document.createElement("a");
    next.appendChild(document.createTextNode("Next"));
    next.onclick = function() {
      page.setPageNumber(page.number + 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(next);

    var pageNumbers = document.createElement("div");
    pageNumbers.setAttribute("class", "pagedtable-indexes");

    var pageRange = page.getVisiblePageRange();

    if (pageRange.first) {
      var pageLink = createPageLink(0);
      pageNumbers.appendChild(pageLink);

      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-left");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);
    }

    for (var idxPage = pageRange.start; idxPage < pageRange.end; idxPage++) {
      var pageLink = createPageLink(idxPage);

      pageNumbers.appendChild(pageLink);
    }

    if (pageRange.last) {
      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-right");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);

      var pageLink = createPageLink(page.total - 1);
      pageNumbers.appendChild(pageLink);
    }

    if (data.length > page.rows) footer.appendChild(pageNumbers);

    var previous = document.createElement("a");
    previous.appendChild(document.createTextNode("Previous"));
    previous.onclick = function() {
      page.setPageNumber(page.number - 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(previous);

    var infoLabel = document.createElement("div");
    infoLabel.setAttribute("class", "pagedtable-info");
    infoLabel.setAttribute("title", getLabelInfo());
    infoLabel.appendChild(document.createTextNode(getLabelInfo()));
    footer.appendChild(infoLabel);

    var enabledClass = "pagedtable-index-nav";
    var disabledClass = "pagedtable-index-nav pagedtable-index-nav-disabled";
    previous.setAttribute("class", page.number <= 0 ? disabledClass : enabledClass);
    next.setAttribute("class", (page.number + 1) * page.rows >= data.length ? disabledClass : enabledClass);
  };

  var measuresCell = null;

  var renderMeasures = function() {
    var measuresTable = document.createElement("table");
    measuresTable.style.visibility = "hidden";
    measuresTable.style.position = "absolute";
    measuresTable.style.whiteSpace = "nowrap";
    measuresTable.style.height = "auto";
    measuresTable.style.width = "auto";

    var measuresRow = document.createElement("tr");
    measuresTable.appendChild(measuresRow);

    measuresCell = document.createElement("td");
    var sampleString = "ABCDEFGHIJ0123456789";
    measuresCell.appendChild(document.createTextNode(sampleString));

    measuresRow.appendChild(measuresCell);

    tableDiv.appendChild(measuresTable);
  }

  me.init = function() {
    tableDiv = document.createElement("div");
    pagedTable.appendChild(tableDiv);
    var pagedTableClass = data.length > 0 ?
      "pagedtable pagedtable-not-empty" :
      "pagedtable pagedtable-empty";

    if (columns.total == 0 || (columns.emptyNames() && data.length == 0)) {
      pagedTableClass = pagedTableClass + " pagedtable-empty-columns";
    }

    tableDiv.setAttribute("class", pagedTableClass);

    renderMeasures();
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    table = document.createElement("table");
    table.setAttribute("cellspacing", "0");
    table.setAttribute("class", "table table-condensed");
    tableDiv.appendChild(table);

    table.appendChild(document.createElement("thead"));

    var footerDiv = document.createElement("div");
    footerDiv.setAttribute("class", "pagedtable-footer");
    tableDiv.appendChild(footerDiv);

    // if the host has not yet provided horizontal space, render hidden
    if (tableDiv.clientWidth <= 0) {
      tableDiv.style.opacity = "0";
    }

    me.render();

    // retry seizing columns later if the host has not provided space
    function retryFit() {
      if (tableDiv.clientWidth <= 0) {
        setTimeout(retryFit, 100);
      } else {
        me.render();
        triggerOnChange();
      }
    }
    if (tableDiv.clientWidth <= 0) {
      retryFit();
    }
  };

  var registerWidths = function() {
    columns.subset = columns.subset.map(function(column) {
      column.width = columns.widths[column.name].inner;
      return column;
    });
  };

  var parsePadding = function(value) {
    return parseInt(value) >= 0 ? parseInt(value) : 0;
  };

  me.fixedHeight = function() {
    return options.rows.max != null;
  }

  me.fitRows = function() {
    if (me.fixedHeight())
      return;

    measurer.calculate(measuresCell);

    var rows = options.rows.min !== null ? options.rows.min : 0;
    var headerHeight = header !== null && header.offsetHeight > 0 ? header.offsetHeight : 0;
    var footerHeight = footer !== null && footer.offsetHeight > 0 ? footer.offsetHeight : 0;

    if (pagedTable.offsetHeight > 0) {
      var availableHeight = pagedTable.offsetHeight - headerHeight - footerHeight;
      rows = Math.floor((availableHeight) / measurer.measures.height);
    }

    rows = options.rows.min !== null ? Math.max(options.rows.min, rows) : rows;

    page.setRows(rows);
  }

  // The goal of this function is to add as many columns as possible
  // starting from left-to-right, when the right most limit is reached
  // it tries to add columns from the left as well.
  //
  // When startBackwards is true columns are added from right-to-left
  me.fitColumns = function(startBackwards) {
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    if (tableDiv.clientWidth > 0) {
      tableDiv.style.opacity = 1;
    }

    var visibleColumns = tableDiv.clientWidth <= 0 ? Math.max(columns.min, 1) : 1;
    var columnNumber = columns.number;
    var paddingCount = 0;

    // track a list of added columns as we build the visible ones to allow us
    // to remove columns when they don't fit anymore.
    var columnHistory = [];

    var lastTableHeight = 0;
    var backwards = startBackwards;

    var tableDivStyle = window.getComputedStyle(tableDiv, null);
    var tableDivPadding = parsePadding(tableDivStyle.paddingLeft) +
      parsePadding(tableDivStyle.paddingRight);

    var addPaddingCol = false;
    var currentWidth = 0;

    while (true) {
      columns.setVisibleColumns(columnNumber, visibleColumns, paddingCount);
      currentWidth = columns.getWidth();

      if (tableDiv.clientWidth - tableDivPadding < currentWidth) {
        break;
      }

      columnHistory.push({
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
      });

      if (columnHistory.length > 100) {
        console.error("More than 100 tries to fit columns, aborting");
        break;
      }

      if (columns.max !== null &&
        columns.visible + columns.getPaddingCount() >= columns.max) {
        break;
      }

      // if we run out of right-columns
      if (!backwards && columnNumber + columns.visible >= columns.total) {
        // if we started adding right-columns, try adding left-columns
        if (!startBackwards && columnNumber > 0) {
          backwards = true;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // if we run out of left-columns
      if (backwards && columnNumber == 0) {
        // if we started adding left-columns, try adding right-columns
        if (startBackwards && columnNumber + columns.visible < columns.total) {
          backwards = false;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // when moving backwards try fitting left columns first
      if (backwards && columnNumber > 0) {
        columnNumber = columnNumber - 1;
      }

      if (columnNumber + visibleColumns < columns.total) {
        visibleColumns = visibleColumns + 1;
      }
    }

    var lastRenderableColumn = {
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
    };

    if (columnHistory.length > 0) {
      lastRenderableColumn = columnHistory[columnHistory.length - 1];
    }

    columns.setVisibleColumns(
      lastRenderableColumn.columnNumber,
      lastRenderableColumn.visibleColumns,
      lastRenderableColumn.paddingCount);

    if (pagedTable.offsetWidth > 0) {
      page.setVisiblePages(Math.max(Math.ceil(1.0 * (pagedTable.offsetWidth - 250) / 40), 2));
    }

    registerWidths();
  };

  me.fit = function(startBackwards) {
    me.fitRows();
    me.fitColumns(startBackwards);
  }

  me.render = function() {
    me.fitColumns(false);

    // render header/footer to measure height accurately
    renderHeader();
    renderFooter();

    me.fitRows();
    renderBody();

    // re-render footer to match new rows
    renderFooter();
  }

  var resizeLastWidth = -1;
  var resizeLastHeight = -1;
  var resizeNewWidth = -1;
  var resizeNewHeight = -1;
  var resizePending = false;

  me.resize = function(newWidth, newHeight) {

    function resizeDelayed() {
      resizePending = false;

      if (
        (resizeNewWidth !== resizeLastWidth) ||
        (!me.fixedHeight() && resizeNewHeight !== resizeLastHeight)
      ) {
        resizeLastWidth = resizeNewWidth;
        resizeLastHeight = resizeNewHeight;

        setTimeout(resizeDelayed, 200);
        resizePending = true;
      } else {
        me.render();
        triggerOnChange();

        resizeLastWidth = -1;
        resizeLastHeight = -1;
      }
    }

    resizeNewWidth = newWidth;
    resizeNewHeight = newHeight;

    if (!resizePending) resizeDelayed();
  };
};

var PagedTableDoc;
(function (PagedTableDoc) {
  var allPagedTables = [];

  PagedTableDoc.initAll = function() {
    allPagedTables = [];

    var pagedTables = [].slice.call(document.querySelectorAll('[data-pagedtable="false"],[data-pagedtable=""]'));
    pagedTables.forEach(function(pagedTable, idx) {
      pagedTable.setAttribute("data-pagedtable", "true");
      pagedTable.setAttribute("pagedtable-page", 0);
      pagedTable.setAttribute("class", "pagedtable-wrapper");

      var pagedTableInstance = new PagedTable(pagedTable);
      pagedTableInstance.init();

      allPagedTables.push(pagedTableInstance);
    });
  };

  PagedTableDoc.resizeAll = function() {
    allPagedTables.forEach(function(pagedTable) {
      pagedTable.render();
    });
  };

  window.addEventListener("resize", PagedTableDoc.resizeAll);

  return PagedTableDoc;
})(PagedTableDoc || (PagedTableDoc = {}));

window.onload = function() {
  PagedTableDoc.initAll();
};
"></script>
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<h1 class="title toc-ignore">DSTI_TimeSeries</h1>
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<pre class="r"><code>install.packages("readxl")</code></pre>
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<pre><code>WARNING: Rtools is required to build R packages but is not currently installed. Please download and install the appropriate version of Rtools before proceeding:
https://cran.rstudio.com/bin/windows/Rtools/
Installation du package dans ‘C:/Users/costec/Documents/R/win-library/4.1’
(car ‘lib’ n'est pas spécifié)
trying URL 'https://cran.rstudio.com/bin/windows/contrib/4.1/readxl_1.4.1.zip'
Content type 'application/zip' length 1663808 bytes (1.6 MB)
downloaded 1.6 MB</code></pre>
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<pre><code>package ‘readxl’ successfully unpacked and MD5 sums checked
The downloaded binary packages are in
C:\Users\costec\AppData\Local\Temp\RtmpEzBK2p\downloaded_packages</code></pre>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuaW5zdGFsbC5wYWNrYWdlcyhcImZwcDJcIilcbmBgYCJ9 -->
<pre class="r"><code>install.packages("fpp2")</code></pre>
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<!-- rnb-output-begin 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 -->
<pre><code>WARNING: Rtools is required to build R packages but is not currently installed. Please download and install the appropriate version of Rtools before proceeding:
https://cran.rstudio.com/bin/windows/Rtools/
Installation du package dans ‘C:/Users/costec/Documents/R/win-library/4.1’
(car ‘lib’ n'est pas spécifié)
trying URL 'https://cran.rstudio.com/bin/windows/contrib/4.1/fpp2_2.4.zip'
Content type 'application/zip' length 358938 bytes (350 KB)
downloaded 350 KB</code></pre>
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<!-- rnb-output-begin eyJkYXRhIjoicGFja2FnZSDigJhmcHAy4oCZIHN1Y2Nlc3NmdWxseSB1bnBhY2tlZCBhbmQgTUQ1IHN1bXMgY2hlY2tlZFxuXG5UaGUgZG93bmxvYWRlZCBiaW5hcnkgcGFja2FnZXMgYXJlIGluXG5cdEM6XFxVc2Vyc1xcY29zdGVjXFxBcHBEYXRhXFxMb2NhbFxcVGVtcFxcUnRtcEV6QksycFxcZG93bmxvYWRlZF9wYWNrYWdlc1xuIn0= -->
<pre><code>package ‘fpp2’ successfully unpacked and MD5 sums checked
The downloaded binary packages are in
C:\Users\costec\AppData\Local\Temp\RtmpEzBK2p\downloaded_packages</code></pre>
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<pre class="r"><code>library(ggfortify)</code></pre>
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<pre><code>Warning: le package ‘ggfortify’ a été compilé avec la version R 4.1.3
Le chargement a nécessité le package : ggplot2
Warning: le package ‘ggplot2’ a été compilé avec la version R 4.1.3</code></pre>
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<pre class="r"><code>library(readr)
library(forecast)</code></pre>
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<!-- rnb-output-begin 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 -->
<pre><code>Warning: le package ‘forecast’ a été compilé avec la version R 4.1.3
Registered S3 method overwritten by 'quantmod':
method from
as.zoo.data.frame zoo
Registered S3 methods overwritten by 'forecast':
method from
autoplot.Arima ggfortify
autoplot.acf ggfortify
autoplot.ar ggfortify
autoplot.bats ggfortify
autoplot.decomposed.ts ggfortify
autoplot.ets ggfortify
autoplot.forecast ggfortify
autoplot.stl ggfortify
autoplot.ts ggfortify
fitted.ar ggfortify
fortify.ts ggfortify
residuals.ar ggfortify</code></pre>
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<pre class="r"><code>'data_raw <- read_excel("data\\raw\\Elec-train.xlsx")
data <- read_excel("data\\processed\\Elec-train-processed-2.xlsx", col_names = TRUE, col_types = c("date", "numeric", "numeric"))
'</code></pre>
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<!-- rnb-output-begin eyJkYXRhIjoiWzFdIFwiZGF0YV9yYXcgPC0gcmVhZF9leGNlbChcXFwiZGF0YVxcXFxyYXdcXFxcRWxlYy10cmFpbi54bHN4XFxcIilcXG5kYXRhIDwtIHJlYWRfZXhjZWwoXFxcImRhdGFcXFxccHJvY2Vzc2VkXFxcXEVsZWMtdHJhaW4tcHJvY2Vzc2VkLTIueGxzeFxcXCIsIGNvbF9uYW1lcyA9IFRSVUUsIGNvbF90eXBlcyA9IGMoXFxcImRhdGVcXFwiLCBcXFwibnVtZXJpY1xcXCIsIFxcXCJudW1lcmljXFxcIikpXFxuXCJcbiJ9 -->
<pre><code>[1] "data_raw <- read_excel(\"data\\raw\\Elec-train.xlsx\")\ndata <- read_excel(\"data\\processed\\Elec-train-processed-2.xlsx\", col_names = TRUE, col_types = c(\"date\", \"numeric\", \"numeric\"))\n"</code></pre>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuZGF0YSA8LSByZWFkX2NzdjIoXCJkYXRhXFxcXHByb2Nlc3NlZFxcXFxFbGVjLXRyYWluLXByb2Nlc3NlZC0yLmNzdlwiLCBjb2xfbmFtZXMgPSBUUlVFLCBjb2xfdHlwZXMgPSBjKFwiblwiLCBcIm5cIikpXG5gYGAifQ== -->
<pre class="r"><code>data <- read_csv2("data\\processed\\Elec-train-processed-2.csv", col_names = TRUE, col_types = c("n", "n"))</code></pre>
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<!-- rnb-output-begin eyJkYXRhIjoiaSBVc2luZyBcIicsJ1wiIGFzIGRlY2ltYWwgYW5kIFwiJy4nXCIgYXMgZ3JvdXBpbmcgbWFyay4gVXNlIGByZWFkX2RlbGltKClgIGZvciBtb3JlIGNvbnRyb2wuXG4ifQ== -->
<pre><code>i Using "','" as decimal and "'.'" as grouping mark. Use `read_delim()` for more control.</code></pre>
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<pre class="r"><code>autoplot(as.ts(data))</code></pre>
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<!-- rnb-plot-begin eyJoZWlnaHQiOjQzMi42MzI5LCJ3aWR0aCI6NzAwLCJzaXplX2JlaGF2aW9yIjowLCJjb25kaXRpb25zIjpbXX0= -->
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAwIAAAHbCAMAAABPzN1EAAAA21BMVEUAAAAAADoAAGYAOpAAZrYAv8QzMzM6AAA6ADo6AGY6Ojo6OmY6OpA6ZrY6kNtNTU1NTW5NTY5Nbm5NbqtNjshmAABmADpmAGZmOgBmZmZmkJBmtrZmtv9uTU1uTW5uTY5ubqtujo5uq+SOTU2OTW6ObquOyP+QOgCQOjqQOmaQkGaQtpCQ29uQ2/+rbk2rbo6r5P+2ZgC2Zjq2/7a2///Ijk3I5KvI///bkDrb///kq27kyMjk///r6+vy8vL4dm3/tmb/yI7/25D/5Kv//7b//8j//9v//+T///82FJ1ZAAAACXBIWXMAABAlAAAQJQEuD214AAAgAElEQVR4nO2dC6PdNHaFbyCHMH3kQiHQTsMwM6FJSxuaFFIud+Iqrxv8/39R7ePXlrylLfts2bK9FiRH15G0JHl9to/P416VEHRoXa09AAhaV0AAOriAAHRwAQHo4AIC0MEFBKCDCwhABxcQgA4uIAAdXEAAOriAAHRwAQHo4AIC0MEFBKCDCwhABxcQgA4uIAAdXEAAOriAAHRwAQHo4AIC0MEFBKCDCwhABxcQgA4uIAAdXEAAOriAAHRwAQHo4AIC0MEFBKCDCwhABxcQgA4uIAAdXLMRKPwK/Zug+U1huh9TzYDLAgIwzc5UM+CygABMszPVDLgsIADT7Ew1Ay4LCMA0O1PNgMsCAjDNzlQz4LKAAEyzM9UMuCwgANPsTDUDLgsIwDQ7U82AywICMM3OVDPgsoAATLMz1Qy4LCAA0+xMNQMuCwjANDtTzYDLAgIwzc5UM+CygABMszPVDLgsIADT7Ew1Ay4LCMA0O1PNgMsCAjDNzlQz4LKAAEyntjSpTTUDLgsIwHRqSyDQSHXOCk1hupgpEGikOmeFpjBdzBQINFKds0JTmC5mCgSgg8usPQBdJT0LTDxczDpiXN4SphNbmmn7dbdngYg5T1yqect1eUuYTmwJBBpFzBkI7NMUCDSKmDMQ2KcpEGgUMWcgsE9TINAoYs5AYJ+mQKBRxJyBwD5NgUCjiDkDgX2aAoFGEXNeE4Ep1htO4yqmnv3qW3IgMG3yk1t4WgKBdKb8fvXubSAwbfKTW3haAoF0pkCgUcRyAYF9mgKBRhHLBQT2aQoEGkUs14oITLLecBpXMZ2NQOxO0Qy4LCCw6TSuYgoEGkUsFxDYp+kkBAwQmKYUCIij2HAaVzEFAo0ilgsI7NN0LgLRedAMuCwgsOk0rmIKBBpFLBcQ2KepjIBVBAKTBAQ2YAoEGkUsFxDYpykQaBSxXGY6AwkQkAex4TSuYsrvVyDALBdZqujJR9aTWgKBhKZAoFHEcgGBfZpSBPh1pkUDBNw1CU8+sp7UkloDAWVTINAoYrmAwD5Nh8U1QCC8XEBgn6ZAoFHEcgGBfZqKCBggMFoqILAnUyDQKGK5dBEQugACi5kCgUYRywUE9mkKBBpFLJcHgdBChBAIL2AIgUn0TNHqaVzFFAg0iliudAgwXTgIFEAgmSkQaBSxXJ6rESCwcdMIBGgZCIzXJ6IpI+97ULiWZqhuxHfrbTiNq5gCgUYRyyUiMF6S0tlunVGL0GYg4Fc/fyDAaF0ERmsCBFK0zAaBSAY0Ay4rGwSa8kUIWBVmIhB7oBq3nKi9IMDvYiAwWiogoNc0TwQMEGCWay4C8tPoZAhEX66OWk6Ve+GW0hQIhLRRBMabXQSKixGI2F9bQYC/bTZFHgR8u5hDQN4RvdmiWgIB40fA3bwgAsPGfSLALdcFCFjd8QiYcQUgsAgCpjP1IOC5upHPS1wrW+wqxO1nIBAwW1RbQiDYRxwCbMJXRGAYpFejfxqZ8o15BDxG4piBwFihGTgrsTgCZqcI9DO1K3gQYGZlI+CZK9tdye6J/SPw9vr6ixdl+ftP11/+2j+0Cs3AWYmLELBz7e+jJFu9CBiWhoirLXeKbYXLETBim0kI+C4We1Nf5ZDhueUEBMx+EHj/pxfl2yr1r76u/+8eWoVm4CzVcggYUlVAYNoTDjI7bu9aAgL7QaDW3Q8vqv/L99//2j50/xCagbNUm0JAOjmwe9cbJ7/CCISCmhgBvgZ/z/MQCNx+9brOfZX/9qH7h9AM+gU0/dzpEZW/LiEIsDWEF+MTI8BXVkCgO0pEHIntNeLG6UXAdKYTeLFq+BDg7j3vCoH3333RHPptBD6rFNG3qf47P9YabbWLJanC16iKQ5lv1xXPrQzbLr4omVgVSr4oquvNOO08PXsGJ9cQx+zpjuuClM2wfwzdynVnpyAjSWeB6rlAwrNA4W4enQWsYrKzQOC8FKysexaQjsT2xSJfOTz8ctqVHr9yM88CxpjIpcnqLFCS7GeFwPhSKQ4B/hKLKRoVBAK7vEfAdBVjU30ZAuKdsAgESO754t4QmP90eBEEhieJGggUfRfzETDs1sIuL4aAiUOAO8MqIGC2jUB9Q/T9n1/PvykKBAquGINA4AC9HAK++3HxCJiNI1DeXp9fDLt7Qh9ahWbgLFUMAoYE43IETAQCPA05IuCkcwYCnfsqCJCdsj0EQgrNwFkqLQR8ZHSmqyIQOGx3HVqbL0aAy6wOAsGFsco+BPpVBAIyAkNQ0yEQbFfwe9p4a3iujycUzw01EQgaAgFBiyHgiaEqAmTlgcA0BMKrAQQ4hWbgLNUGEDDu1uwR8KRzfH2khQBnCAR8M3CWKnsECmUERjEcVZYQCKU6GgEzmgkQYAQELkAgnL0iCoEiOwQmrL4fgWHP050CBJglnoUAtz8WQyA6e4USAoXT3RYQIHv+yAhYCzEfASbKXgQGw6KPlgoCUlEHAb7nSQiMsQUCgrJHgMt95gi4mXUrLIRAtxjWrFZDwACBgyLAFc81VBEIje4iBIJLDgT8M3BWLX8ESM9AAAhEKjQDZ9VmIBDOfRiB1i0ZAuPKBRAAAvYMmIWYhoCQ+00i4ASVQUBONRBIoIUQIPcnckdgHJx8EKBrFFhFqx0QELQUAsU+ERB7BgJAoNgYAkxw/JVLsef8ECA1gECtNREww87rKusgUMQhEOp5hABbWRsB46lsFce3DIDAJVoAAbMqAobfeSsgYG8WEAh0F3fXDAjEanEEhoUwJJ0sAnZ+PcUegX73tptEBII9549A7LHBi4D1tCAZAgwNojQDLisZAsZBgCzKGAHDIUCP5hYvUxAwQAAIhJUbAqYgUeZquLuGRaCtZHdh7TwZAacdEBjXMEDAN4NuHdIjYAgCpm/XVZqPgAECcs9AwD+Dbh0iETAUAUOi7EHAKs5DwHh2r7HGvDQC4cABgTTaNgJkq4yAcXYeQ5QfAT5w5bhnIAAEOAQKUh7vjwgEXIo8SzwHAfYSi0dgFNQDIuCuIhBgZ9CtQywC5nIEjCoC9gUUOV0BgZkImCMiMPzFIsA/75URMPMR4C7C+OIlCJgJCJh9I2Dc/XMoBOzYd2WyEMZMQMAQBPhnCF4E+mHkg8C5GIvAONUrI2CAQKvQDOzsXYJAwRZZBIolEHAytAkEaGaBwFiLINAtorMmdCtFwKrcpdqDADGZgACPUQwC9hOH4yFggECv0AxCCBRkLfutfcAdBJgaGggYZ99wCAw7XRsBkx4BUwxBVUfAWN0BAXYG0xHoin4ESBcks9TkYgToNZi7013v5k+HAJ8FY7aHAJ2JAgK0XQEEiskIFEwNHwJlwbajw/AgYO3eeAQMRYCGJYyASYiAISYEATMPAcOZAIFBoRkkRoCs62BCECisysRQRoD4CQiciwwCJoxA30VqBAyLgH0dJyBgGBOKQODkBwRoZsdR5rdGI+D23CHQ1yhIZctwQMBzpOJNJASMhIAZ0mkhMMRCGwGjiQAdHBAYFJpBRghYlQkCBbub+HZ9jfkIjCnSQsD2JibWGS8eAaYyEOAVmoE+AgVXeToCnDcJuKcdIYNDgF5WjXK/BQQMhwAd8+BnzRUI+GcQhUDhbO0RYDaviwCtbEgxHgHmWqq0YmEjYAfVTVlpVSaBm40A99wZCIgKzWAqAkOx9Fz9FNzWghZ5BApSw4MA2b28SSoEzHwEyM0a0vM0BIyAABkzaxKDwDD8YeUipBlwWQsjQLYWztbhCDferIAAOb3oI2DFd5y9CARIWigCtOdECBh6PRYes70wFgKsCRBIg0Dh9hGLAD8i033/ig4C9CpgLgLWtQaPAJtOu2j1LCAQiS0QsBSaARfU3SFQUASGypcjQPpwMnspAm7Pw+DmIeDABQSGGWSPgL1ZQIDtw0KAVNZFgGaWIODP/TBOBgFDu5uJAF1ba3nCCNDDhCzNgMs6DgKeEfEI+CsPNWQEmOx5ESA3prwIdGuUEIEiHgEr1VbHQODQCJCiB4GCQ6CIQKBfIyvsEgJ0cDEIjCtTE7oYLAKGXPLsHIGwDHkgZRPYGtocrDy3XbPZsMWoEZlRu7bcFk1paJFt19Uohxq1hj7MeASkRt3xuF33L+4auT0PW/tyacImdOWsudpD7r2ZNcpNhz8LDOONq0yKpn+VaqhsnwWsEwJp154FioKcBeh5gjQUzwLM2aM7dLtrZEpj9dwf+elVE3sWoMMv2HHaQx6fBYZhyNIMuCwgMB+BIozAUE8FgT5ZfgTo4OIR8FTuOwcCHoVmcGAE+KKx2ikjUIyLhYSAmYoAs0b+Mx7tAwg4yxbYCgTGabGiNaxRFALcMCgChYwA6ZlDwDNOCwGmsizNgMsCAtkhQLvzIFDMQ2D4hicXAXb4UxDg5goE7IU4NAJMF2Wf/faBR4Ap0neK+gcnI0Aq8AgMlYEAp9AMgIA8VxcB7tY7EFhCQGBdBIYa0xAQ56qJAL9GQCAwAyAgz3UiAmYqAuwwSruGO7hpCLDj9HQHBMIrDwR8JptBQOqObpWlGXBZQAAIxMwVCIwVmgEQkOcahwBXnLNG7WYgwAgIAIGYuQKBsUIzAALyXHsEQmNOjMCEuQKBsUIzAALyXA+AgPN69fAgSTPgsjJDICIWnpXfOwLDViCgKyAABGLmCgTGCs0ACMhzBQJ+aQZcFhAAAjFzBQJjhWYABOS5RiHAFoGAroAAEIiZKxAYKzQDICDPFQj4pRlwWUAACMTMFQiMFZoBEJDnCgT80gy4LCCQAIGYuR4BAb6yLM2AywICQCBmrkBgrNAMgIA8VyDgl2bAZQEBIBAzVyAwVmgGCyFgmQCBiOEDAUZAAAjEzBUIjBWaARCQ5woE/NIMuCwgAARi5goExgrNAAjIc10IAdsECDACAkAgZq5HQeDNVaPHEQ1DMwAC8lyBgF+Jsu7RgMCHR1f3m9LHZ1ef/CI1DM0ACMhzzRGBwIiOgMCHb2nq7Z84hWYABOS5AgG/pkX4w6OYqxa/8FwACHgqT16jlRC4VEAACHgqT16jPSBQPR04S34mAASamQKBRRF496C9WXNTPT6sAvvNj1ef/PyIbBmqzEPg5ae/3dyvOsEdodDwgcBaCJyT+aYK+M2959UPD6tj9qe/Nc8Fui19lXkIfHj0sHxT9XlT/QECMQMFAosi8Ka9PKmDev7pXKgR6Le8ibmCCSHwuHz3h1/Of4BAzEBdBMbDBwKKCHx41AT8TXXIP58TzieA+i+yZTIDFIGPz6pTyzfPgQAQyBOB+hWr+kK/fwl3QKB/UbetMhOB8qYi6OVDXAgBgUwRqPXy3vPmmF+2LwkMZwFSZS4C5cv79V2hqFNJaAZAQJ4rEPArGLwq8f2LYT0C9stj014sC74u8P676+unZfn7T9df/to/AIHjImDWReB8rK//qu//1Mf6HoF+S19lHgL184CzU3sauHvytHz7xYvy1df1/90DEAACcxGIZMCb1vqS/xzvm+bVqwGBbstQ5SIEbloE3n71ujr0P7374UX5/vtf2wcgAARWQyCJBgReXvV6OPx7dSaoc1/lv32oN35WKdytIQ+kbAJbadGz2V/MpPJ4+GvPdY6Jv4YJjihyrrmJOwtQ3X71eoxArRDEy58FTOxZwH+Ew1ng8GcBVrfVE+DFEDBAIKYIBHQVfpvcbfVk+BIE+JVYGwF3RwIB7/APh4D7Nrnb803QC54OA4H9IxAx1+0g4L5N7v2fmmP+/JuiQGD3CMTMdUsI2G+Te3Vd62l59+T8mlj7cCQE+L0OBHaLgP7b5C5BIJg9IAAEtJT2bXKTECiyQ0AcBhBYFIH/80oNAfW3yU3eTUBgLgLh5QICsQhMUGgGO0VgPCIgAAT4GQCBvgwEtoNA97KY6jdIAAEgsB0Ear05v0Eu7t3WoRkAgb4MBDaFwMdnzZeKpr4jBARcBCbNVReBcKqPhkD3ebOoL6IIzSAPBIzXJGcE5GkvggC/RrtHoH5prNbLfZwFgMBoREBAQKD9Fq6bLT4XKMpRF7MRMJtBILrdURA4f53iBR+cbG8LxZwDgEAzUyCQGQLn9/bM//j8JIVm4Ev10ghM2r1AYDcIfHym9iUq2giEaZiEAKnsQaCYj4CJHX4AAZMMAb7yQRAwjFgEqkuie8+bwuP6IwDNG3/e/f0/j+71pP0tM1tFoCCVQ8OPQ4CdSW4ICKufCwJxF0L1F+4+rh9u7pdv/u5hefOwhuHm09+4b01P+7vGlBDwRZluZRAwQGBNBHyVZV2AQPd0uGbhwzfP3/3Db//zn/9Y5b/7+fPxs4S0v3HSn6FwqoEAEJiHQPdRl/rTj1XyP3zzX//x87c/f/vLmY17z7mPwqz1XOCgCAxFdQRGg2M2HweB9qhfvvxjdR748X73D0CA7y5XBHw0zETAHAmB9rlA80yg+nN+YvyHX0QE6s/P30S+MBCawS4RsG6VMgjwwwcC6yDQ3BFqfjfT+WWC6qnuPf4zwe6XqLx7cL/+7NimEDD93o1EoLA3AwHv8LeGwBy5b5Or3yOh+za5XSJggACPgLzXIrQuAi+r+N/kgQBbBAIZIiDNdTsIVFdA9W+x/PAojwshtuhBoOARCLZbE4H6y+CPg4B9DSlrRQTOTxm6D84AAaucJwKxawQEIhGYotAM6PpELjFTgy2yCBgZAc8wJARIH1x30xHoe06IgH/JZyFgDoSA+4uWEiIQcYAesjcbgYLU5aPMIWBiEGhnKiLgmdT+ETCbRkD16TC7xDHXKJoImBUQCBY3hUDRr5FvR+wEAf4XLc1BwMo9ezFNU7YIAsEoZ4AAKcoIiCbc6nsRKPg+2DXyVd4JAvwvWvIqMAMNBAxbLLjKNgLDInsRcK2dk7wXgfFWILAzBCYpMAPrgMkeRq085YGAZ3DLI0CKcxEYJmgdgCQEfNdE55keC4FLnwtMRIBdV/aUYdhdbSEw9BaBgPEgQGfCF3sE2OujKAQi2jEITDMRETB85QgEzHighqzMxhGIUmAGMQjQyty6+hBgd5MHAWtAqyHAnuUuQIBvx63ceLMmAgWpwSFAi0BgtDUCAb7oeZZxKARKrrIKAlw7goCvsowA7S5CvsztAIFiXOSjNQ2BIgYB1m9hBGhwPGs0EwHvRSaPAE1nX9mDgIlAYOht6wgofV7AG+ViXHQ2l2y7RREorMF5xtkhYEeZR4A/QM9FgK6RfSnIzpVDgFymywgYgoBQOYDAUDlGsxFoPjp8yVdpKX1eICb3BbPZiwBpxu0EEQGnD7e7lRAYd+f2tiwCVsAlBHyVw5Na4CwQ9YvyvAhofV4gGQLOylvdXYiAtwY/ZIoA8ZMQEK6rskFgPKJytAR85fCkNoGAxucFfHGah4CvsgYCniMcP06mt5QI0LuKVmalM6XHREagYPqYi0DhmXYRowACJ0YMAs0XZ3189scHV/erq6P75cd///Hqir+6SfF5gfkIFDMRKAYECmsrU0yIAHtNtAQCMWP2IOCZYK4IxJ0F2i/O+visTnN1df/584/P6q/XYt/5k+LzAssg4BzvxwjQEdHB0d4kBNh2Q9mPAJ9qHwLuiAonqJkgQFeAHX7B1VgBgfYrVGoS2j/nrxm9YZOd6KYov64Fu5kWud1bsH14EPCMiA6O9sYhUHAlPwKj7gptBIptIsD0thgCzRdnuQi8Ye91LodA1G4qmc1TEIjQTARYHLwI+IrCTLJEoJ3pphBonhPPOAt0v3Xy4qfD0mYvGCwCtHI6BNgabLu5CMQEVbiumoaAfccgHoEiAgGmbj4ItF+cZSFQPy1gvynUfV2gAoX79t1JqvaSsNnwW/nNVhd87UmjI6W+bDx+fJkfBenDDGXPkL1dDH0M/8AP1KrMrm1pmZARddV96zmtZ8+u4irM3GetohFovzjLQuBffJ+DsW+KPjxfLl36GydTngW8LtFnAdJD0R/hfEPmy96zACnyVz9ikT+p0FcE2TXi15aO/txb2RXNqJnnLFCQswAvcW+XtGNvN1SXIOBR4LduuK8L1BBFvboQmIE8T2+SN4IAa8oj4FyNSMXgBXmhhsC4mToCfWlLCNS/cbL+5BgQGGqwZR4Bz+UvW8ELhoRAkR0CPsNhvBtC4Pyy8MuHGr96O17zEbjA1O7Bj4DQ0EVgKHkQ4Ms+BLj3PxQeBIQRt5VdBEYVxoY7QSAg+6boy/vtS8vLIVDMReAiU8vZudsR33AqAnxlutGHAK0krFHIMIhAsKyEQJzWRGCCQjOYNF/P7uXr5oGAx5Q/mgvm3o2e+5XiGoUMgQCjbSGgZmp5bBWBaeoRiDh9KCAwaPp4Lwn0dK2PgFLTCxHQNY24RGGbAoGmxaICArkiwN8zCpgKSoaAJCCQeLkuaJkOgYjrqimmdm+XIzDR8ALTeU01Ay4LCBwFgSlNgUCMVOes0HTPCGi1BAKcgEDmaTyiqWbAZQGBzQTjOKaaAZcFBDYTjOOYagZcFhDYTDCOY6oZcFlHRgCmmZpqBlwWEIBpdqaaAZcFBGCanalmwGUBAZhmZ6oZcFlAAKbZmWoGXBYQgGl2ppoBlwUEYJqdqWbAZQEBmGZnqhlwWUAAptmZagZcFhCAaXammgGXBQRgmp2pZsBlAQGYZmeqGXBZQACm2ZlqBlwWEIBpdqaaAZcFBGCanalmwGUBAZhmZ6oZcFlAAKbZmWoGXBYQgGl2ppoBlwUEYJqdqWbAZQEBmGZnqhlwWUAAptmZagZcFhCAaXammgGXBQRgmp2pZsBlAQGYZmeqGXBZQACm2ZlqBlwWEIBpdqaaAZcFBGCanalmwGUBAZhmZ6oZcFlAAKbZmWoGXBYQgGl2ppoBlyUg8P77X8vy95+uvxweWuWyXDDdn2nizDsKI3D3pA79q6/r/7uHVrksF0z3Z5o69LaCCNxe/6U6C9z98KI+G7QP3b/lslww3Z9p+thTBRH42+s68+8bDNqHevtnlZYZHgSlVsRzgTECtXI5YsB0f6apQ28LCMA0O9PUobcFBGCanWnq0NuKQABPh2F6cARwUxSmR0fg7sn5NbH2oVUuywXT/ZkmzrwjvEECptmZagZcFhCAaXammgGXBQRgmp2pZsBlAQGYZmeqGXBZQACm2ZlqBlwWEIBpdqaaAZcFBGCanalmwGUBAZhmZ6oZcFlAAKbZmWoGXBYQgGl2ppoBlwUEYJqdqWbAZQEBmGZnqhlwWUAAptmZagZcFhCAaXammgGXBQRgmp2pZsBlAQGYZmeqGXBZQACm2ZlqBlwWEIBpdqaaAZcFBGCanalmwGUBAZhmZ6oZcFlAAKbZmWoGXBYQgGl2ppoBlwUEYJqdqWbAZQEBmGZnqhlwWUAAptmZagZcFhCAaXammgGXBQRgmp2pZsBlAQGYZmeqGXBZQACm2ZlqBlwWEIBpdqaaAZcFBGCanalmwGUBAZhmZ6oZcFlAAKbZmWoGXBYQgGl2ppoBlwUEYJqdqWbAZQEBmGZnqhlwWUAAptmZagZcFhCAaXammgGXBQRgmp2pZsBlAQGYZmeqGXBZQACm2ZlqBlwWEIBpdqaaAZcFBGCanalmwGUBAZhmZ6oZcFmzEYCgfQhnAZhmZ6oZcFlAAKbZmWoGXBYQgGl2ppoBlwUEYJqdqWbAZQEBmGZnqhlwWUAAptmZagZcFhCAaXammgGXBQRgmp2pZsBlAQGYZmeqGXBZQACm2ZlqBlwWEIBpdqaaAZcFBGCanalmwGUBAZhmZ6oZcFlAAKbZmWoGXBYQgGl2ppoBlwUEYJqdqWbAZQEBmGZnqhlwWUAAptmZagZcFhCAaXammgGXBQRgmp2pZsBlAQGYZmeqGXBZQACm2ZlqBlwWEIBpdqaaAZcFBGCanalmwGUBAZhmZ6oZcFlAAKbZmWoGXBYQgGl2ppoBlwUEYJqdqWbAZQEBmGZnqhlwWUAAptmZagZcFhCAqXbL0+lCU82Ay9onAs5OWMZ0qaZTW5LF0Dbll5kY1sVyvFkyW1RAAAhMMz0N/Z3YdT5ZCJy6pnxl3mxRJURgWg6tpjNEW55Ow3rLo5gzTsZUr6kQFm9LvhlZC43lrTobEGBPA7RCXS5DlXmzRZUOgQnUW01nJpIMqF74dsdTGHwjyhoBZnDeNeLbncj1yuzx2t2d+o28oV15QCB2pTUDLisZAuccDivBLFXBLKAfAWn1yKnnZBfJ+YDuG+LdgnLyjNO/55hV8A3f3f9uU/vqYRizfVHRtDz5ws61O5GfSrr4YiDtyqfB7dT/Oz2+kALd8ady1FCSZsBlpUSgW2XfkZgpOgjwRb/piDwLgYJFoD5MneyG/nHyplT+AzSHALcwdobIMIoeAToT60Aznis5HrjX8bRrZvhWsewQoJ0V3DicYfQIWIMJ703NgMtKhwBZK3qMsJZ7dPIsnd1UFEK5L5bchU9xIjY0WZb1cOE2nA9OpCs/DSwC9gStzJyGTkvPCrgZomRQBGjYh3T2l399HzR1ZHWss6V11mGhPJVdD6Q3uiDDEcTe8Q4Cp75uCALNgMtKhQDdLWSpTu5zJadY0qOxXXl8OCzoLitP7lF/iMLooEX2welEgnwiKe0woBlxL2f6+32kB8qZ1WE/tfOPpT0TkmqC7amwNjdbS6uGG3byMwGubV/2XZKemzgzhwlqXTqzHxLvjnSgvS8OqzJgtG8ErIMNOQZbO4gu93DRVFr7xtpN48MhXdGiD6w9kuGBHtHtlBEEaNt+Bl3fJ/vkULAI2FGmo6Dpap4kku6cadMxn8j0z/CQkY2OuQ6mzpVPaYMxLEM/uaGJPaLR/rbZcgNOj/QlRXG8jxhpBlxWorMAs/vpIWJYOrLzzgi4Qe0iWFj7ZnzAPNGeR/Ig0G6Ouk9iRanzHW55E5jtKHt666fVEdbPkHY1HFFJhEprKMXQkAzBo9KucLJrnyz67BGFb2ANjDPupVPb31PfYlEt99IYDTtZY3trf4QbFovuf31hf+kAAAQsSURBVKcxPbsGc+wkxLq2mHOr0EXAOnTaoHtHZB+g+8HZAe2HTBqS2zrWhUnEuMe3oU7cT8MRox9F+KwfHAXeIGEtFDkd0rT0NUoa1KFuQZqNstaf4wOy7xeSM5O0ez3dtUfHHoGiu0bq/jl8Eii6S75hIH3HdCPXB49WzPVF8HLG6ew0CwG2PyBAl2e8q+lB2U27r5ehHakiIMAdc7veLnjBiFykOJfgUiQjTD19BI4wkmJnOt4ReKfoWDPmzO9SKzrxy+WGLLO364iJzPqNSdbggYBHc+bsOe3OXC67s8wQgOkFTTUDLmsCAr//dP3lr/1Pc+Ysn6w3so9gmrRpgpwHNAGBV1/X/3fKZblguj/TBDkPKB6Bux9elO+/708DuSwXTPdnmiTpXsUjUMe/xqBVLssF0/2ZJkm6V7MQ+KxSshFB0KLCWQCm2ZkmSbpXQACm2ZkmSbpXeDoM0+xMkyTdK9wUhWl2pglyHtAEBO6eXPrSWIrlgun+TBPkPKB9fo8QTDdtqhlwWUAAptmZagZcFhCAaXammgGXBQRgmp2pZsBlAQGYZmeqGXBZQACm2ZlqBlwWEIBpdqaaAZc1G4GAVnkLHUz3Z7qMgABMszVdRkAAptmaLiMgANNsTZdRCgQgaEMCAtDBBQSggwsIQAcXEIAOLiAAHVzqCNhfu5hY588yt472QzrL766vny5t+vb6+osXS5uusrwrSB0B+xPGaXX3pN4draP9kM7yafm2iuOipu//9KJ8W011UdNKrxZf3jWkjYDzPRNJdXv9l/aLXSpH+yGZ59uvXldHwqfLmtaqPJY2fftPiy/vGtJGwPm2oaT62+varXW0H5L6VmeC5U1vv3q9sOnv//2/qyzv0toyAo3bEdJYPQP54sXSM7396zrLu7SAwGTdfrlGMKrnAsua3v3bSifZpQUEpuq2vjezwtWX65ba9NXTlU6yS2vLT4cH4BZ8vnZ7vie4/6fDd0+ua63wxH9pbfqmaLM3Fr8/WWtR0/qG6Ps/v178/uTyy7uG1BGwv3Yxsc77qHW0H1LpVXNsXNa0vL1m3NKv9PLLu4bwBgno4AIC0MEFBKCDCwhABxcQgA4uIAAdXEAAOriAAHRwAQF9fXh01eiTnx89XnswkCQgkEbvPn++9hCgOAGBNAICmxEQSKMGgQ/VhdC7B/9aXRg9fPfg6qq+KrqpLpAerj06iAgIpBFF4N7zKvif/FLe1H+qH949AAMZCQikEUWgCnz71+MPj+r0v6lYgHIREEgjisDjsv/rzb168/knKBMBgTTyIdDeLgUC+QgIpFHwLADlJCCQRh4EPuC1suwEBNLIg8D5jlD5EueCjAQE0siHwPl1AdwQyklAADq4gAB0cAEB6OACAtDBBQSggwsIQAcXEIAOLiAAHVxAADq4gAB0cP0/ORGTVbm/18kAAAAASUVORK5CYII=" /></p>
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<pre class="r"><code># convert date column to date class
data$Timestamp <- as.POSIXlt(data$Timestamp, format = "%m/%d/%y %H:%M")
# view R class of data
class(data$Timestamp)</code></pre>
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<pre><code>[1] "POSIXlt" "POSIXt" </code></pre>
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<pre class="r"><code>## [1] "Date"
# view results
head(data$Timestamp)</code></pre>
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<pre><code>[1] "2010-01-01 01:15:00 UTC" "2010-01-01 01:30:00 UTC" "2010-01-01 01:45:00 UTC" "2010-01-01 02:00:00 UTC"
[5] "2010-01-01 02:15:00 UTC" "2010-01-01 02:30:00 UTC"</code></pre>
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<pre class="r"><code>data_known <- ts(data[1:4603,], frequency = 96)
data_to_forecast <- ts(data[4604:4699,], frequency = 96)
#data_known_5 <- ts(data[1:4603,], frequency = 5)
#$Power <- ts(data$Power, frequency = 96)
#data$Temp <- ts(data$Temp, frequency = 96)
#Power <- data$Power
#Temp <- data$Temp'</code></pre>
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<p>First of all we ensure that the TimeStamp column has always the same duration between all TimeStamp.</p>
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<pre class="r"><code>plot(data$Power,type='l',xlim=c(1,4603),ylim=c(120,360),xlab='Time',ylab='Power (kW)')</code></pre>
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<pre class="r"><code>plot(data$Temp,type='l',xlim=c(1,4603),ylim=c(4,20),xlab='Time',ylab='Temperature (°C)')</code></pre>
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<pre class="r"><code>autoplot(data)</code></pre>
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<p>Timestamp per day = 96 Nb total rows for Power = 4603 => 47 days + 91 timestamps Train => 80% => 3682.4 => floor(3682.4) => 3682 => 38 days + 34 timestamps Test => 20% => 920.6 => floor(920.6) => 921 => 9 days + 57 timestamps</p>
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<pre class="r"><code>elec_train=window(data_known,start=c(1,1),end=c(39,35))
elec_test=window(data_known,start=c(39,36),end=c(48,91))</code></pre>
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<p>Other definition</p>
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<pre class="r"><code>
h2 <- 921L
#h2 <- 184L
elec_train2 <- head(data_known, round(length(data_known)/2 - h2))
elec_test2 <- tail(data_known, h2)</code></pre>
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<pre class="r"><code>elec_train <- elec_train2
elec_test <- elec_test2</code></pre>
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<pre class="r"><code>data_known_Power <- data_known[,1]
elec_train_Power <- elec_train[,1]
elec_test_Power <- elec_test[,1]
data_known_Temp <- data_known[,2]
elec_train_Temp <- elec_train[,2]
elec_test_Temp <- elec_test[,2]
elec_forcast_Temp <- data_to_forecast[,2]
summary(data_known_Power)</code></pre>
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<pre><code> Min. 1st Qu. Median Mean 3rd Qu. Max.
134.1 163.3 253.7 231.7 277.9 355.1 </code></pre>
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<pre class="r"><code>summary(data_known_Temp)</code></pre>
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<pre><code> Min. 1st Qu. Median Mean 3rd Qu. Max.
3.90 8.90 11.10 10.89 12.80 19.40 </code></pre>
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<pre class="r"><code>ggtsdisplay(data_known_Power)</code></pre>
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<p><img 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" /></p>
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<p>Seasonal pattern</p>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucGxvdChkYXRhX2tub3duX1Bvd2VyWzE6OTZdLHR5cGU9XCJsXCIseWxpbT1jKG1pbihkYXRhX2tub3duX1Bvd2VyKSxtYXgoZGF0YV9rbm93bl9Qb3dlcikpKVxuZm9yIChpIGluIDE6NDYwMykgbGluZXMoZGF0YV9rbm93bl9Qb3dlclsoMSs5NippKTooOTYqKGkrMSkpXSlcbmBgYCJ9 -->
<pre class="r"><code>plot(data_known_Power[1:96],type="l",ylim=c(min(data_known_Power),max(data_known_Power)))
for (i in 1:4603) lines(data_known_Power[(1+96*i):(96*(i+1))])</code></pre>
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<p><img 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" /></p>
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<p>FORECASTING WITHOUT COVARIATES (Power)</p>
<p>1- Holt-Winters exponential smoothing</p>
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<pre class="r"><code>fit1=hw(elec_train_Power,lambda="auto")</code></pre>
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<pre><code>Error in ets(x, "AAA", alpha = alpha, beta = beta, gamma = gamma, phi = phi, :
Frequency too high</code></pre>
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<p>Frequency is too high to use Holt-Winters = Holt-Winters is really made for shorter seasonal periods.</p>
<p>2- SARIMA model</p>
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<pre class="r"><code>fit2=auto.arima(elec_train_Power,lambda="auto")
prev2=forecast(fit2, h=921)
autoplot(elec_test_Power)+autolayer(prev2$mean,series="SARIMA without covariate")</code></pre>
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<p><img 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" /></p>
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<!-- rnb-text-begin -->
<p>RMSE :</p>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucHJpbnQoc3FydChtZWFuKChwcmV2MiRtZWFuLWVsZWNfdGVzdF9Qb3dlcileMikpKVxuYGBgIn0= -->
<pre class="r"><code>print(sqrt(mean((prev2$mean-elec_test_Power)^2)))</code></pre>
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<!-- rnb-output-begin eyJkYXRhIjoiWzFdIDI3Ljk3NzM2XG4ifQ== -->
<pre><code>[1] 27.97736</code></pre>
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<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
<!-- rnb-text-end -->
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuYXV0b3Bsb3QoZGlmZihlbGVjX3RyYWluX1Bvd2VyLGxhZyA9IDk2KSlcbmBgYCJ9 -->
<pre class="r"><code>autoplot(diff(elec_train_Power,lag = 96))</code></pre>
<!-- rnb-source-end -->
<!-- rnb-plot-begin eyJoZWlnaHQiOjQzMi42MzI5LCJ3aWR0aCI6NzAwLCJzaXplX2JlaGF2aW9yIjowLCJjb25kaXRpb25zIjpbXX0= -->
<p><img 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" /></p>
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<p>Forecasting with covariates</p>
<p>3 - Auto Arima</p>
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<pre class="r"><code>elec_train_Temp_ts <- elec_train[,1] <- list(NULL)
elec_train_Temp_ts</code></pre>
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<pre class="r"><code>fit3=auto.arima(elec_train[,"Power"],xreg=elec_train[,"Temp"])
prev3=forecast(fit3,h=921,xreg=elec_test_Temp)
autoplot(elec_test_Power)+autolayer(prev3$mean)</code></pre>
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<p><img 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" /></p>
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<pre class="r"><code>print(sqrt(mean((prev3$mean-elec_test_Power)^2)))</code></pre>
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<pre><code>[1] 27.72834</code></pre>
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<pre class="r"><code>summary(fit3)</code></pre>
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<!-- rnb-output-begin 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 -->
<pre><code>Series: elec_train[, "Power"]
Regression with ARIMA(1,0,0)(0,1,0)[96] errors
Coefficients:
ar1 xreg
0.7705 0.2365
s.e. 0.0107 0.2433
sigma^2 = 99.04: log likelihood = -13331.17
AIC=26668.35 AICc=26668.35 BIC=26686.9
Training set error measures:
ME RMSE MAE MPE MAPE MASE ACF1
Training set -0.1138152 9.818446 5.776375 -0.1347728 2.67172 0.7144459 -0.01628982</code></pre>
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<pre class="r"><code>checkresiduals(fit3)</code></pre>
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<pre><code>
Ljung-Box test
data: Residuals from Regression with ARIMA(1,0,0)(0,1,0)[96] errors
Q* = 1349.6, df = 190, p-value < 2.2e-16
Model df: 2. Total lags used: 192</code></pre>
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" /></p>
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<p>P-value is very low and it seems that there is not really a relationship between Power and Temp :</p>
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<pre class="r"><code>plot(elec_train[,"Power"],elec_train[,"Temp"])</code></pre>
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<p><img 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/></p>
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<div id="forecasting-with-a-auto-regressive-neural-network" class="section level2">
<h2>Forecasting with a auto-regressive neural network</h2>
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<pre class="r"><code>fit4=nnetar(elec_train[,"Power"],T=96)
print(fit4)</code></pre>
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<pre><code>Series: elec_train[, "Power"]
Model: NNAR(20,1,11)[96]
Call: nnetar(y = elec_train[, "Power"], T = 96)
Average of 20 networks, each of which is
a 21-11-1 network with 254 weights
options were - linear output units
sigma^2 estimated as 49.19</code></pre>
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<pre class="r"><code>prevNN=forecast(fit4,h=921)
autoplot(elec_test_Power)+autolayer(prevNN$mean)</code></pre>
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<p><img 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" /></p>
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<p>RMSE :</p>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucHJpbnQoc3FydChtZWFuKChwcmV2Tk4kbWVhbi1lbGVjX3Rlc3RfUG93ZXIpXjIpKSlcbmBgYCJ9 -->
<pre class="r"><code>print(sqrt(mean((prevNN$mean-elec_test_Power)^2)))</code></pre>
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<!-- rnb-output-begin eyJkYXRhIjoiWzFdIDc3LjM3NDMzXG4ifQ== -->
<pre><code>[1] 77.37433</code></pre>
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<p>Manual improvements as the result proposed by the default settings are not suitable :</p>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuZml0NT1ubmV0YXIoZWxlY190cmFpblssXCJQb3dlclwiXSxwPTgsUD0xMCxUPTk2KVxucHJpbnQoZml0NSlcbmBgYCJ9 -->
<pre class="r"><code>fit5=nnetar(elec_train[,"Power"],p=8,P=10,T=96)
print(fit5)</code></pre>
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<!-- rnb-output-begin eyJkYXRhIjoiU2VyaWVzOiBlbGVjX3RyYWluWywgXCJQb3dlclwiXSBcbk1vZGVsOiAgTk5BUig4LDEwLDEwKVs5Nl0gXG5DYWxsOiAgIG5uZXRhcih5ID0gZWxlY190cmFpblssIFwiUG93ZXJcIl0sIHAgPSA4LCBQID0gMTAsIFQgPSA5NilcblxuQXZlcmFnZSBvZiAyMCBuZXR3b3JrcywgZWFjaCBvZiB3aGljaCBpc1xuYSAxOC0xMC0xIG5ldHdvcmsgd2l0aCAyMDEgd2VpZ2h0c1xub3B0aW9ucyB3ZXJlIC0gbGluZWFyIG91dHB1dCB1bml0cyBcblxuc2lnbWFeMiBlc3RpbWF0ZWQgYXMgMjQuMDhcbiJ9 -->
<pre><code>Series: elec_train[, "Power"]
Model: NNAR(8,10,10)[96]
Call: nnetar(y = elec_train[, "Power"], p = 8, P = 10, T = 96)
Average of 20 networks, each of which is
a 18-10-1 network with 201 weights
options were - linear output units
sigma^2 estimated as 24.08</code></pre>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucHJldk5ONT1mb3JlY2FzdChmaXQ1LGg9OTIxKVxuYXV0b3Bsb3QoZWxlY190ZXN0X1Bvd2VyKSthdXRvbGF5ZXIocHJldk5ONSRtZWFuKVxuYGBgIn0= -->
<pre class="r"><code>prevNN5=forecast(fit5,h=921)
autoplot(elec_test_Power)+autolayer(prevNN5$mean)</code></pre>
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" /></p>
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<p>RMSE :</p>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucHJpbnQoc3FydChtZWFuKChwcmV2Tk41JG1lYW4tZWxlY190ZXN0X1Bvd2VyKV4yKSkpXG5gYGAifQ== -->
<pre class="r"><code>print(sqrt(mean((prevNN5$mean-elec_test_Power)^2)))</code></pre>
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<!-- rnb-output-begin eyJkYXRhIjoiWzFdIDEyLjYyMzgzXG4ifQ== -->
<pre><code>[1] 12.62383</code></pre>
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<!-- rnb-text-begin -->
<p>Forecast based on Power only with NN</p>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuYXV0b3Bsb3QoZm9yZWNhc3QoZml0NSxoPTk2KSlcbmBgYCJ9 -->
<pre class="r"><code>autoplot(forecast(fit5,h=96))</code></pre>
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<!-- rnb-plot-begin eyJoZWlnaHQiOjQzMi42MzI5LCJ3aWR0aCI6NzAwLCJzaXplX2JlaGF2aW9yIjowLCJjb25kaXRpb25zIjpbXX0= -->
<p><img 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" /></p>
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</div>
<div id="forecasting-with-a-auto-regressive-neural-network-with-covariates" class="section level2">
<h2>Forecasting with a auto-regressive neural network with covariates</h2>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuZml0NT1ubmV0YXIoZWxlY190cmFpblssXCJQb3dlclwiXSwgeHJlZz1lbGVjX3RyYWluWyxcIlRlbXBcIl0sICBUPTk2KVxucHJpbnQoZml0NSlcbmBgYCJ9 -->
<pre class="r"><code>fit5=nnetar(elec_train[,"Power"], xreg=elec_train[,"Temp"], T=96)
print(fit5)</code></pre>
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<!-- rnb-output-begin eyJkYXRhIjoiU2VyaWVzOiBlbGVjX3RyYWluWywgXCJQb3dlclwiXSBcbk1vZGVsOiAgTk5BUigyMCwxLDEyKVs5Nl0gXG5DYWxsOiAgIG5uZXRhcih5ID0gZWxlY190cmFpblssIFwiUG93ZXJcIl0sIHhyZWcgPSBlbGVjX3RyYWluWywgXCJUZW1wXCJdLCBcbiAgICBUID0gOTYpXG5cbkF2ZXJhZ2Ugb2YgMjAgbmV0d29ya3MsIGVhY2ggb2Ygd2hpY2ggaXNcbmEgMjItMTItMSBuZXR3b3JrIHdpdGggMjg5IHdlaWdodHNcbm9wdGlvbnMgd2VyZSAtIGxpbmVhciBvdXRwdXQgdW5pdHMgXG5cbnNpZ21hXjIgZXN0aW1hdGVkIGFzIDQ4LjgyXG4ifQ== -->
<pre><code>Series: elec_train[, "Power"]
Model: NNAR(20,1,12)[96]
Call: nnetar(y = elec_train[, "Power"], xreg = elec_train[, "Temp"],
T = 96)
Average of 20 networks, each of which is
a 22-12-1 network with 289 weights
options were - linear output units
sigma^2 estimated as 48.82</code></pre>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucHJldk5ONT1mb3JlY2FzdChmaXQ1LCB4cmVnPWVsZWNfdGVzdFssXCJUZW1wXCJdLCBoPTkyMSlcbmF1dG9wbG90KGVsZWNfdGVzdF9Qb3dlcikrYXV0b2xheWVyKHByZXZOTjUkbWVhbilcbmBgYCJ9 -->
<pre class="r"><code>prevNN5=forecast(fit5, xreg=elec_test[,"Temp"], h=921)
autoplot(elec_test_Power)+autolayer(prevNN5$mean)</code></pre>
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<p><img 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" /></p>
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<p>RMSE :</p>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucHJpbnQoc3FydChtZWFuKChwcmV2Tk41JG1lYW4tZWxlY190ZXN0X1Bvd2VyKV4yKSkpXG5gYGAifQ== -->
<pre class="r"><code>print(sqrt(mean((prevNN5$mean-elec_test_Power)^2)))</code></pre>
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<!-- rnb-output-begin eyJkYXRhIjoiWzFdIDczLjkwNTVcbiJ9 -->
<pre><code>[1] 73.9055</code></pre>
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<p>Manual improvements as the result proposed by the default settings are not suitable :</p>
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<pre class="r"><code>fit6=nnetar(elec_train[,"Power"], xreg=elec_train[,"Temp"],p=8,P=10,T=96)
print(fit6)</code></pre>
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<!-- rnb-output-begin eyJkYXRhIjoiU2VyaWVzOiBlbGVjX3RyYWluWywgXCJQb3dlclwiXSBcbk1vZGVsOiAgTk5BUig4LDEwLDEwKVs5Nl0gXG5DYWxsOiAgIG5uZXRhcih5ID0gZWxlY190cmFpblssIFwiUG93ZXJcIl0sIHAgPSA4LCBQID0gMTAsIHhyZWcgPSBlbGVjX3RyYWluWywgXG4gICAgXCJUZW1wXCJdLCBUID0gOTYpXG5cbkF2ZXJhZ2Ugb2YgMjAgbmV0d29ya3MsIGVhY2ggb2Ygd2hpY2ggaXNcbmEgMTktMTAtMSBuZXR3b3JrIHdpdGggMjExIHdlaWdodHNcbm9wdGlvbnMgd2VyZSAtIGxpbmVhciBvdXRwdXQgdW5pdHMgXG5cbnNpZ21hXjIgZXN0aW1hdGVkIGFzIDIzLjg0XG4ifQ== -->
<pre><code>Series: elec_train[, "Power"]
Model: NNAR(8,10,10)[96]
Call: nnetar(y = elec_train[, "Power"], p = 8, P = 10, xreg = elec_train[,
"Temp"], T = 96)
Average of 20 networks, each of which is
a 19-10-1 network with 211 weights
options were - linear output units
sigma^2 estimated as 23.84</code></pre>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucHJldk5ONj1mb3JlY2FzdChmaXQ2LCB4cmVnPWVsZWNfdGVzdFssXCJUZW1wXCJdLGg9OTIxKVxuYXV0b3Bsb3QoZWxlY190ZXN0X1Bvd2VyKSthdXRvbGF5ZXIocHJldk5ONiRtZWFuKVxuYGBgIn0= -->
<pre class="r"><code>prevNN6=forecast(fit6, xreg=elec_test[,"Temp"],h=921)
autoplot(elec_test_Power)+autolayer(prevNN6$mean)</code></pre>
<!-- rnb-source-end -->
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" /></p>
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<p>RMSE :</p>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucHJpbnQoc3FydChtZWFuKChwcmV2Tk42JG1lYW4tZWxlY190ZXN0X1Bvd2VyKV4yKSkpXG5gYGAifQ== -->
<pre class="r"><code>print(sqrt(mean((prevNN6$mean-elec_test_Power)^2)))</code></pre>
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<!-- rnb-output-begin eyJkYXRhIjoiWzFdIDExLjgxODQ3XG4ifQ== -->
<pre><code>[1] 11.81847</code></pre>
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<p>Forecast based on Power and Temp with NN</p>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuZm9yZWNhc3RfTk5fQ292IDwtIGZvcmVjYXN0KGZpdDYseHJlZz1lbGVjX2ZvcmNhc3RfVGVtcCxoPTk2KVxuYXV0b3Bsb3QoZm9yZWNhc3RfTk5fQ292KVxuYGBgIn0= -->
<pre class="r"><code>forecast_NN_Cov <- forecast(fit6,xreg=elec_forcast_Temp,h=96)
autoplot(forecast_NN_Cov)</code></pre>
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<!-- rnb-plot-begin eyJoZWlnaHQiOjQzMi42MzI5LCJ3aWR0aCI6NzAwLCJzaXplX2JlaGF2aW9yIjowLCJjb25kaXRpb25zIjpbXX0= -->
<p><img 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" /></p>
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