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<title>R Markdown Supplement to Gaussian Process Models for Mortality Rates and Improvement Factors</title>

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e0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%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%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3t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AF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%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%2BcBdwFFAAAAAgAAg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3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%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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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDMyOyIgZD0iTTEyNSAxMjAwaDEwNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTA1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djExNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMTA3NSAxMDAwaC04NTBxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di04NTBxMCAtMTAgNy41IC0xNy41dDE3LjUgLTcuNWg4NTBxMTAgMCAxNy41IDcuNXQ3LjUgMTcuNXY4NTAgcTAgMTAgLTcuNSAxNy41dC0xNy41IDcuNXpNMzI1IDkwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01MjUgOTAwaDQ1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNDUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTAgcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTMyNSA3MDBoNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di01MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNTI1IDcwMGg0NTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di01MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTQ1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djUwIHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek0zMjUgNTAwaDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC01MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTUyNSA1MDBoNDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC00NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MCBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMzI1IDMwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01MjUgMzAwaDQ1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNDUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTAgcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzMzsiIGQ9Ik05MDAgODAwdjIwMHEwIDgzIC01OC41IDE0MS41dC0xNDEuNSA1OC41aC0zMDBxLTgyIDAgLTE0MSAtNTl0LTU5IC0xNDF2LTIwMGgtMTAwcS00MSAwIC03MC41IC0yOS41dC0yOS41IC03MC41di02MDBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDkwMHE0MSAwIDcwLjUgMjkuNXQyOS41IDcwLjV2NjAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41aC0xMDB6TTQwMCA4MDB2MTUwcTAgMjEgMTUgMzUuNXQzNSAxNC41aDIwMCBxMjAgMCAzNSAtMTQuNXQxNSAtMzUuNXYtMTUwaC0zMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzNDsiIGQ9Ik0xMjUgMTEwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTEwNzVoLTEwMHYxMDc1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTEwNzUgMTA1MnE0IDAgOSAtMnExNiAtNiAxNiAtMjN2LTQyMXEwIC02IC0zIC0xMnEtMzMgLTU5IC02Ni41IC05OXQtNjUuNSAtNTh0LTU2LjUgLTI0LjV0LTUyLjUgLTYuNXEtMjYgMCAtNTcuNSA2LjV0LTUyLjUgMTMuNXQtNjAgMjFxLTQxIDE1IC02MyAyMi41dC01Ny41IDE1dC02NS41IDcuNSBxLTg1IDAgLTE2MCAtNTdxLTcgLTUgLTE1IC01cS02IDAgLTExIDNxLTE0IDcgLTE0IDIydjQzOHEyMiA1NSA4MiA5OC41dDExOSA0Ni41cTIzIDIgNDMgMC41dDQzIC03dDMyLjUgLTguNXQzOCAtMTN0MzIuNSAtMTFxNDEgLTE0IDYzLjUgLTIxdDU3IC0xNHQ2My41IC03cTEwMyAwIDE4MyA4N3E3IDggMTggOHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDM5OyIgZD0iTTUwMCA5MDBoMTAwdi0xMDBoLTEwMHYtMTAwaC00MDB2LTEwMGgtMTAwdjYwMGg1MDB2LTMwMHpNMTIwMCA3MDBoLTIwMHYtMTAwaDIwMHYtMjAwaC0zMDB2MzAwaC0yMDB2MzAwaC0xMDB2MjAwaDYwMHYtNTAwek0xMDAgMTEwMHYtMzAwaDMwMHYzMDBoLTMwMHpNODAwIDExMDB2LTMwMGgzMDB2MzAwaC0zMDB6TTMwMCA5MDBoLTEwMHYxMDBoMTAwdi0xMDB6TTEwMDAgOTAwaC0xMDB2MTAwaDEwMHYtMTAwek0zMDAgNTAwaDIwMHYtNTAwIGgtNTAwdjUwMGgyMDB2MTAwaDEwMHYtMTAwek04MDAgMzAwaDIwMHYtMTAwaC0xMDB2LTEwMGgtMjAwdjEwMGgtMTAwdjEwMGgxMDB2MjAwaC0yMDB2MTAwaDMwMHYtMzAwek0xMDAgNDAwdi0zMDBoMzAwdjMwMGgtMzAwek0zMDAgMjAwaC0xMDB2MTAwaDEwMHYtMTAwek0xMjAwIDIwMGgtMTAwdjEwMGgxMDB2LTEwMHpNNzAwIDBoLTEwMHYxMDBoMTAwdi0xMDB6TTEyMDAgMGgtMzAwdjEwMGgzMDB2LTEwMHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDgxOyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02NTAgOTAwaC0xMDBxLTIxIDAgLTM1LjUgLTE0LjV0LTE0LjUgLTM1LjV2LTE1MGgtMTUwIHEtMjEgMCAtMzUuNSAtMTQuNXQtMTQuNSAtMzUuNXYtMTAwcTAgLTIxIDE0LjUgLTM1LjV0MzUuNSAtMTQuNWgxNTB2LTE1MHEwIC0yMSAxNC41IC0zNS41dDM1LjUgLTE0LjVoMTAwcTIxIDAgMzUuNSAxNC41dDE0LjUgMzUuNXYxNTBoMTUwcTIxIDAgMzUuNSAxNC41dDE0LjUgMzUuNXYxMDBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjVoLTE1MHYxNTBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA4MjsiIGQ9Ik02MDAgMTE3N3ExMTcgMCAyMjQgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNHQtNDUuNSAtMjI0dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjQgLTQ1LjV0LTIyNCA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjR0NDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXpNODUwIDcwMGgtNTAwcS0yMSAwIC0zNS41IC0xNC41dC0xNC41IC0zNS41di0xMDBxMCAtMjEgMTQuNSAtMzUuNSB0MzUuNSAtMTQuNWg1MDBxMjEgMCAzNS41IDE0LjV0MTQuNSAzNS41djEwMHEwIDIxIC0xNC41IDM1LjV0LTM1LjUgMTQuNXoiIC8%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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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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTA3OyIgZD0iTS05MCAxMDBsNjQyIDEwNjZxMjAgMzEgNDggMjguNXQ0OCAtMzUuNWw2NDIgLTEwNTZxMjEgLTMyIDcuNSAtNjcuNXQtNTAuNSAtMzUuNWgtMTI5NHEtMzcgMCAtNTAuNSAzNHQ3LjUgNjZ6TTE1NSAyMDBoMzQ1djc1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNzVoMzQ1bC00NDUgNzIzek00OTYgNzAwaDIwOHEyMCAwIDMyIC0xNC41dDggLTM0LjVsLTU4IC0yNTIgcS00IC0yMCAtMjEuNSAtMzQuNXQtMzcuNSAtMTQuNWgtNTRxLTIwIDAgLTM3LjUgMTQuNXQtMjEuNSAzNC41bC01OCAyNTJxLTQgMjAgOCAzNC41dDMyIDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwODsiIGQ9Ik02NTAgMTIwMHE2MiAwIDEwNiAtNDR0NDQgLTEwNnYtMzM5bDM2MyAtMzI1cTE1IC0xNCAyNiAtMzguNXQxMSAtNDQuNXYtNDFxMCAtMjAgLTEyIC0yNi41dC0yOSA1LjVsLTM1OSAyNDl2LTI2M3ExMDAgLTkzIDEwMCAtMTEzdi02NHEwIC0yMSAtMTMgLTI5dC0zMiAxbC0yMDUgMTI4bC0yMDUgLTEyOHEtMTkgLTkgLTMyIC0xdC0xMyAyOXY2NHEwIDIwIDEwMCAxMTN2MjYzbC0zNTkgLTI0OXEtMTcgLTEyIC0yOSAtNS41dC0xMiAyNi41djQxIHEwIDIwIDExIDQ0LjV0MjYgMzguNWwzNjMgMzI1djMzOXEwIDYyIDQ0IDEwNnQxMDYgNDR6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwOTsiIGQ9Ik04NTAgMTIwMGgxMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUwaDUwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xNTBoLTExMDB2MTUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWg1MHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGg1MDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMTAwIDgwMHYtNzUwcTAgLTIxIC0xNC41IC0zNS41IHQtMzUuNSAtMTQuNWgtMTAwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NzUwaDExMDB6TTEwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTMwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTUwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTcwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTkwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMCA0MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTMwMCA0MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTUwMCA0MDAgdi0xMDBoMTAwdjEwMGgtMTAwek03MDAgNDAwdi0xMDBoMTAwdjEwMGgtMTAwek05MDAgNDAwdi0xMDBoMTAwdjEwMGgtMTAwek0xMDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek0zMDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek01MDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek03MDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek05MDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTA7IiBkPSJNMTEzNSAxMTY1bDI0OSAtMjMwcTE1IC0xNCAxNSAtMzV0LTE1IC0zNWwtMjQ5IC0yMzBxLTE0IC0xNCAtMjQuNSAtMTB0LTEwLjUgMjV2MTUwaC0xNTlsLTYwMCAtNjAwaC0yOTFxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoMjA5bDYwMCA2MDBoMjQxdjE1MHEwIDIxIDEwLjUgMjV0MjQuNSAtMTB6TTUyMiA4MTlsLTE0MSAtMTQxbC0xMjIgMTIyaC0yMDlxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDI5MXpNMTEzNSA1NjVsMjQ5IC0yMzBxMTUgLTE0IDE1IC0zNXQtMTUgLTM1bC0yNDkgLTIzMHEtMTQgLTE0IC0yNC41IC0xMHQtMTAuNSAyNXYxNTBoLTI0MWwtMTgxIDE4MWwxNDEgMTQxbDEyMiAtMTIyaDE1OXYxNTBxMCAyMSAxMC41IDI1dDI0LjUgLTEweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTE7IiBkPSJNMTAwIDExMDBoMTAwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtNjAwcTAgLTQxIC0yOS41IC03MC41dC03MC41IC0yOS41aC01OTZsLTMwNCAtMzAwdjMwMGgtMTAwcS00MSAwIC03MC41IDI5LjV0LTI5LjUgNzAuNXY2MDBxMCA0MSAyOS41IDcwLjV0NzAuNSAyOS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTI7IiBkPSJNMTUwIDEyMDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yNTBoLTMwMHYyNTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek04NTAgMTIwMGgyMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTI1MGgtMzAwdjI1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTExMDAgODAwdi0zMDBxMCAtNDEgLTMgLTc3LjV0LTE1IC04OS41dC0zMiAtOTZ0LTU4IC04OXQtODkgLTc3dC0xMjkgLTUxdC0xNzQgLTIwdC0xNzQgMjAgdC0xMjkgNTF0LTg5IDc3dC01OCA4OXQtMzIgOTZ0LTE1IDg5LjV0LTMgNzcuNXYzMDBoMzAwdi0yNTB2LTI3di00Mi41dDEuNSAtNDF0NSAtMzh0MTAgLTM1dDE2LjUgLTMwdDI1LjUgLTI0LjV0MzUgLTE5dDQ2LjUgLTEydDYwIC00dDYwIDQuNXQ0Ni41IDEyLjV0MzUgMTkuNXQyNSAyNS41dDE3IDMwLjV0MTAgMzV0NSAzOHQyIDQwLjV0LTAuNSA0MnYyNXYyNTBoMzAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTM7IiBkPSJNMTEwMCA0MTFsLTE5OCAtMTk5bC0zNTMgMzUzbC0zNTMgLTM1M2wtMTk3IDE5OWw1NTEgNTUxeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTQ7IiBkPSJNMTEwMSA3ODlsLTU1MCAtNTUxbC01NTEgNTUxbDE5OCAxOTlsMzUzIC0zNTNsMzUzIDM1M3oiIC8%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%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%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%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%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%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%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%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%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%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%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%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%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%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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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yMiAtM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<script src="data:application/x-javascript;base64,/*!
 * Bootstrap v3.3.5 (http://getbootstrap.com)
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<h1 class="title toc-ignore">R Markdown Supplement to Gaussian Process Models for Mortality Rates and Improvement Factors</h1>
<h4 class="author"><em>Jimmy Risk, Mike Ludkovski and Howard Zail</em></h4>
<h4 class="date"><em>January 2018</em></h4>

</div>


<p>The following notebook is an electronic supplement to the article <em>Gaussian Process Models for Mortality Rates and Improvement Factors</em> by M. Ludkovski, J. Risk and H. Zail, henceforth <strong>LRZ</strong>.</p>
<p>In particular, most of the plots and figures appearing in the manuscript can be obtained by executing the code below. By modifying the input datasets to include other countries/genders/sub-populations, similar analysis can be extended by the readers.</p>
<div id="mortality-data" class="section level3">
<h3>Mortality Data</h3>
<pre class="r"><code>library(dplyr)
library(rgenoud)
library(DiceKriging)
library(StMoMo)
library(fields) </code></pre>
<p>The input data should be an R data frame with factors <strong>age</strong>, <strong>year</strong>, <strong>deaths</strong> and <strong>exposures</strong>. The corresponding log mortality rates are computed as <span class="math display">\[ y^n = \log(D^n/L^n)\]</span> where <span class="math inline">\(D^n\)</span> and <span class="math inline">\(L^n\)</span> are, respectively, the number of deaths and midyear count of lives for the <span class="math inline">\(n\)</span>th age/year pair <span class="math inline">\(x^n = (x^n_{ag}, x^n_{yr})\)</span>.</p>
<pre class="r"><code>mortData &lt;- read.csv(&quot;cdcMale.csv&quot;,header=T)
mortData$rate &lt;- mortData$D / mortData$L
mortData$y &lt;- log(mortData$rate)
head(mortData)</code></pre>
<pre><code>##   X age year     D       L        rate         y
## 1 1  50 1999  9775 1847555 0.005290776 -5.241790
## 2 2  51 1999 10470 1762492 0.005940452 -5.125970
## 3 3  52 1999 11509 1900702 0.006055131 -5.106849
## 4 4  53 1999  9885 1355175 0.007294261 -4.920667
## 5 5  54 1999 10717 1413117 0.007583944 -4.881722
## 6 6  55 1999 11728 1390616 0.008433673 -4.775523</code></pre>
</div>
<div id="fitting-the-baseline-gp-model" class="section level2">
<h2>Fitting the baseline GP model</h2>
<p>As a start we use US male dataset based on CDC data.</p>
<p>For the baseline Gaussian Process model, we utilize the package <strong>DiceKriging</strong> available on CRAN.</p>
<p>The function <strong>km()</strong> is used to fit a GP model based on input-output set <span class="math inline">\((x,y)\)</span>. Regarding the parameters supplied:</p>
<ul>
<li><p><em>formula</em> determines the mean function <span class="math inline">\(m(x)\)</span> [here a constant, see further linear and quadratic-mean models below].</p></li>
<li><p><em>covtype</em> refers to kernel type, taken to be squared-exponential, aka Gaussian.</p></li>
<li><p><em>nugget.estim=TRUE</em> tells km() to infer the intrinsic (homoskedastic, cell-independent) noise variance <span class="math inline">\(\sigma^2\)</span> as part of the model.</p></li>
<li><p><em>optim.method=“gen”</em> tells km() to utilize a genetic optimization algorithm from library <strong>rgenoud()</strong>, which produces more reliable parameter estimates and is recommended by DiceKriging() authors.</p></li>
<li><p><em>control=…</em> are internal (recommended) parameters of the above optimization algorithm</p></li>
<li><p>See <a href="https://cran.r-project.org/web/packages/DiceKriging/DiceKriging.pdf" class="uri">https://cran.r-project.org/web/packages/DiceKriging/DiceKriging.pdf</a> for a more detailed explanation of <strong>km()</strong> options.</p></li>
</ul>
<pre class="r"><code>xMort &lt;- data.frame(age = mortData$age, year = mortData$year)
yMort &lt;- mortData$y
mortModel_nug &lt;- km(formula = ~1, 
                    design = data.frame(x = xMort), response = yMort,
                    nugget.estim=TRUE,
                    covtype=&quot;gauss&quot;,
                    optim.method=&quot;gen&quot;,
                    # reduce max.generations and pop.size (10,10) to increase speed
                    # at risk of getting stuck in local minima
                    control=list(max.generations=100,pop.size=100,wait.generations=8,
                                 solution.tolerance=1e-5))</code></pre>
<pre class="r"><code>mortModel_nug</code></pre>
<pre><code>## 
## Call:
## km(formula = ~1, design = data.frame(x = xMort), response = yMort, 
##     covtype = &quot;gauss&quot;, nugget.estim = TRUE, optim.method = &quot;gen&quot;, 
##     control = list(max.generations = 100, pop.size = 100, wait.generations = 8, 
##         solution.tolerance = 1e-05))
## 
## Trend  coeff.:
##                Estimate
##  (Intercept)    -3.8731
## 
## Covar. type  : gauss 
## Covar. coeff.:
##                 Estimate
##  theta(x.age)    15.7852
## theta(x.year)    15.6049
## 
## Variance estimate: 1.841985
## 
## Nugget effect estimate: 0.0002808789</code></pre>
<p>The above code output shows estimates of (in order) <span class="math inline">\(\beta_0, \theta_{ag}, \theta_{yr}, \eta^2\)</span> and <span class="math inline">\(\sigma^2\)</span>, cf Table 3 in the article. Despite the assumption of a nugget effect, <strong>km()</strong> by default treats the observations as without having noise variance. To be consistent with our setting, we re-enter the model using the above fitted parameters along with inputting <strong>noise.var</strong>:</p>
<pre class="r"><code>nug &lt;- mortModel_nug@covariance@nugget
mortModel &lt;- km(formula = ~1, design = mortModel_nug@X, response = mortModel_nug@y,
                noise.var = rep(nug,mortModel_nug@n),
                coef.trend = mortModel_nug@trend.coef,  # re-use obtained hyperparameters
                coef.cov = mortModel_nug@covariance@range.val,
                coef.var = mortModel_nug@covariance@sd2, 
                covtype = mortModel_nug@covariance@name)</code></pre>
</div>
<div id="predicting-using-the-gp-model" class="section level1">
<h1>Predicting using the GP model</h1>
<p>After constructing a <strong>km</strong> object, the main workhorse is the <strong>predict()</strong> command. Among its outputs are the posterior mean, posterior standard deviation, and <span class="math inline">\(95\%\)</span> credible bands. The <strong>predict()</strong> command allows for <em>any</em> test set with the same number of covariates as the training set. In our case, we may get a 2-d posterior mortality surface for any ages and years desired to forecast upon.</p>
<div id="in-sample-smoothing" class="section level2">
<h2>In-sample Smoothing</h2>
<p>We beging with producing plots of estimated (smoothed) mortality rates for calendar year 2010 and ages 58–72. We use the library <strong>dplyr</strong> for easier data handling.</p>
<pre class="r"><code># cf Figure 1 in LRZ
agesForecast &lt;- seq(58,72,1)
yearsForecast &lt;- 2010

rateForecastTrue &lt;- dplyr::filter(mortData,age %in% agesForecast, year %in% yearsForecast)$rate
# build data frame for desired forecasts, then call predict
xPred &lt;- data.frame(age=agesForecast,year=yearsForecast)
mortPred &lt;- predict(mortModel, newdata=data.frame(x=xPred),
                    cov.compute=TRUE,
                    se.compute=TRUE,type=&quot;UK&quot;)

# plot mortality as a function of age
plot(agesForecast,rateForecastTrue,type=&quot;l&quot;,lwd=2, main=&quot;2010&quot;,
     xlab=&quot;Age&quot;,ylab=&quot;Mortality Rate&quot;,cex.axis=1.3,cex.lab=1.3,cex=1.3,
     xlim=c(60,70))
lines(agesForecast,exp(mortPred$mean),col=2,lty=2,lwd=2)
legend(&quot;topleft&quot;,c(&quot;Observed&quot;,&quot;Predicted&quot;),lwd=c(2,2),lty=c(1,2),col=c(1,2),cex=1.5)</code></pre>
<p><img 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" width="672" /></p>
<p>We can predict on a larger data set to get a plot showing several years of smoothed data. Below we show in-sample smoothing for years 2010–2014, inclusive (cf right panel of Figure 1 in LRZ)</p>
<pre class="r"><code># Figure 1 in LRZ

agesForecast &lt;- seq(58,72,1)
yearsForecast &lt;- 2010:2014

xPred &lt;- select(dplyr::filter(mortData, age %in% agesForecast, year %in% yearsForecast), age,year)
mortPred &lt;- predict(mortModel, newdata=data.frame(x=xPred),cov.compute=TRUE,
             se.compute=TRUE,type=&quot;UK&quot;)

xPred$m &lt;- mortPred$mean
rateForecast &lt;- dplyr::filter(xPred,age %in% agesForecast, year %in% 2014)$m
plot(agesForecast,exp(rateForecast),
     type=&quot;l&quot;,lwd=2, main=&quot;Smoothed Mortality&quot;,
     xlab=&quot;Age&quot;,ylab=&quot;Mortality Rate&quot;,cex.axis=1.3,cex.lab=1.3,cex=1.3, xlim=c(60,70))

for(yrForecast in 2010:2013){
  rateForecast &lt;- dplyr::filter(xPred,age %in% agesForecast, year %in% yrForecast)$m
  lines(agesForecast,exp(rateForecast),
        type=&quot;l&quot;,lwd=2, lty=yrForecast-2008,col=yrForecast-2008)
}
legend(&quot;topleft&quot;,c(&quot;2010&quot;,&quot;2011&quot;,&quot;2012&quot;,&quot;2013&quot;,&quot;2014&quot;),col=c(2,3,4,5,1),
       lty=c(2,3,4,5,1),lwd=rep(2,5),cex=1.3)</code></pre>
<p><img 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M9Z8Z5F3YGgfsdDzEY3kU6SbR0az0B6oE+hBDS+/Oivv3+Ok1lEQQTHNF+GfeF8joc4faTczWPrxZlcygn0KaCACtNj9RRLzWs5fY6HOH2kFW/b9CBMJgL0KYSArn55rMwgkkQmvYlQrR1Qn+Mh+nmqPahOUFe6A5IW0G0fnfB4GwCBCSGgsW/vX+QVTRqR7JfO6j2Nv/EQu9MX+qPKFMnxh2g73GpAt310wt9tAIQmlIAKd0lFk2KIWpSKs4W38dCvscrEu5FH6Qm0s/IpMzWg2z464e02AIITVECF2/9IDhN+f3b4ss4IJsHbeCwse9PJifmLz5bbxGkB3fLRCW+3ARCc8AK6F1/jIZ8nS82S9yxMD+a0gHJbY6BTBNQLy1I/8/rNpcdKL8n1gFZ/dMLXbQCEh4B6YR6VzNJ3rf5esUdZCmjlRyd83QZAeAioFyoCGt9wLj51dvjyz/LnlQJa+dEJX7cBEJ5gArq6eT6dTp+qd4Mf3GQiXWAbAE0JJaDJfdAj7WbwBNQB2wBoSiABlc8unxaDlwioA7YB0JQwApqepJ4k/yuuFyegDtgGQFOCCGgySvIvm27eXyoFJaAO2AZAU4IIqNgBTU82i4OhWUEJqAO2AdCUIAKq3MxYXK6YvkVAHbANgKaEENB4anVptKMo6Ez8k4A6YBsATQkhoHomi4noCagDtgHQlBADKo6JipmGCKgDtgHQlCADKoaFxieSCKgDtgHQlBACGh8D1aa2TE8rEVAHbAOgKSEEVORypjwiRobOCKgLtgHQlCACGr9i1zqZnIonoA7YBkBTggio2N9Ub5ieDK7/FwJaH9sAaEoQAU3nEjn5L/I9kK7TuUUIaE1sA6ApYQRUDKXX71GRznBHQGtiGwBNCSOg69Wl4SYV92cE1AHbAGhKIAFdr2+fl+/Su7o6JqC1sQ2ApgQTUIub8xMCWg/bAGhK6AGtyet4rK6ex4d1D5+q4w0qbxO3LN1UruphwettAASFgPpi9a64a4kyZKu4ncms9EnxAC9DKS0PJzzeBkBgAgvo3e0H4eOd2+f7G4/vZ/I9jaXDvfIdjx9qn7Sal29rbH845e82AEITUEBvL4+Vxmi3ON6Jt/FIB2rl8lNjC+XhmfpJc2mq/q0PZ7zdBkBwggno9eOoZHJR91m8jYe4sGoSH+Zc3ZxJO5viktX4Vs4rMexVGYiQRlcvpeXhnLfbAAhOIAHVd9AyDz5v/1xl4TyNh1i/fGXeFamcF4+Lj5FexN+nL/q1UloeLvi6DYDwhBHQ7ADhyfmb5Bjo+/PnySNHVYOYTMltYekaoM6KUtzDJH483+tUPqg456SU0vKwzNdtAIQnjICKg3pH2jHPW/mlrnlRggnoUl2TZXa4U318Eak3J41Or7VSWh5W+LoNgPAEEdDkRpylV+tbTpaYeBuPb1dns+KteIXFmwtlBfOuJu+YXIhH5A1geVjh7TYAghNEQKUDgQr9qOB2gcQjD+hcuVQ1fg2fbodNKU8/r00BNT2sCGQbAAEIIaDabY0ly7rnkQKJR7bjGa+5tH7Sm4vkcqVSQM0PKwLZBkAAQgiofd75gc5In6+WtMspzPXVtZSSgAKdIKAmjzaafLumRXasM14/+RAFAQW8EkpAS1PZCV9bmc7uUaKxt+uKz6EnaxWvnxZQdUMQUKBPIQRUHAOdmd6zaOUYaM8BvS7GFhBQwGshBNR0V04huTVnnWcKIKCin7Pk3wQU8FoQATXdlXPj/pklrHb+x2Mh9ZOAAn4LIqDZXTnfSq/WVzfJxZyzWk/kezySawNm2ZucRAK8FkZAi0ndDqfT8/PpdJq9fVpz4fyORzIRyCx/WxvGFB8MJqCAP6IvjT9j008oXCtzgWYmP9ddOK/jIY7pTqTy2QfSpwgo0KMvXwIJaHIHTi2fpzUns/M8HuL0kXqo13opZ4qAAv35Ek5AN+6vXuQv3adPfjXdY20bn+MhDlNog7Ksk4lIjxBQoBdfwgpoAzyOx8J0SFedzq58qyMCCvSGgPpDHP8s3aJEuQjLcN0VAQV6E/czjLPwTfE2HmKoq6F58U5nOuu+mJZfm7yPgAJ9CmQYU1O8jceidHgzkZyYv/hsuqncmoAC/SKgXhA7oKpZ8p6F6cEcAQX6REC9sCyPcZ2l75pLj5Vm3yegQJ/CDuhgJlSe2wO6+rt1/5OAAv0ioF6oCGh8w7nHm7cPXxoGvhJQoE97zZxuREA9xzYAGrLfrSeMCKjn2AaAG33g/J737jHq9Nfz291drSs6iQfbAHCkX3m03617LLz+9SQebAPAyZcvBJR4sA0AF+V+ioAGfRa+NuLBNgDq+2LoZyzsYUy1EQ+2AVCXLZ/BBfTu9oPw8c7t84kH2wCoyd7PdXTQ9Bdr7dfz9lKZk37y9GP95yAebAOglop8rg8OQgno9ePyxTqT0vyZ2xAPtgFQh55P+cz7QSgBjW+nZvKg5l2RiAfbAKhB6+cjaejSwUEoARVzCW+cnL9JjoG+P0/uCp9NNrzzwhEPtgGwu/LuZxrQg4NwAirm2jjSjnnenhlneKtEPNgGQA3q0c9yP0M4Cy+mZX9YerW+El21zjpkQjzYBoCz0u5nEMOY5pajneLIaK1dUOLBNgD2Vbx6DyGgopPGHc1l3fNIxINtAOxJOvoZQkDtk9YxnZ0DtgGwl+LkUURAR4dtAOyl2P0MJqD6/XwT8dklAloT2wCowzZpXRRIQMUx0JnpPQuOgdbHNgDsTHPWlQL640YUSkBFJ007mmJ406zOM3kdj9XV83iFDp9+Uh+vuKlcfBpNPb1me5KC19sA6Jdx0mQ9oD+GFdD4NXx0VCrC/TNLWO08jsfqXXGFqrKuC8ONOjPxlpEDan0SicfbAOiXZdZ5tZ8//pgHNIiz8FlDTt5Kr9ZXN88tUanibzyyq1XTaVKKQ77yHY/1Ma/iUoJXOzyJzN9tAPTLMuu8+Ed25ujHop/rMIYxraW9sMPp9Px8Op1mb5/WXDhf46HPlpLvWC+Uh2fqJ2mXYlmfROHtNgB6tWXeuiSgaj9DCej6+jgymPxcd+F8jcdSrE58mHN1I1/jLw7zHr3dPCy2gLJTmfby1dYnUXm7DYAeVeUzHzqv5TOcgK5XV6WETk5rTmbnbzxEC/PxBO+KVEpXseoXrt6nr9dfbX0Sla/bAOhRZT/Xaj+jvJ/hBHTj/upF/tJ9+uTXWjeET/kaD/WKgOLaVWUIrPJBxemiV9ueROPrNgB6U53P9ABoafdzHVZAG+BrPJbqzuUyO9ypPr4okpgc0ji9liNpexKNr9sA6EvVrPMZUz4JqC++XZ3NirfiI5/izUWkH+NMPyp+x+RCPPJq25NovN0GQD9M/TQNnS/3k4B6KW/fXDmVHr9GT49xbgIaHwFeWl6mK0+iCWQbAF3RXr3bh37q+SSgfsp2POPjmNKlqtKbi+RKo6qALjgGCuzCNHZe+YDyyaMMAfVQfjZI2uUU5vrYzoqAWmeqCmMbAH2Rp52P/2/d/VwTUDP9XlEHmhof67KUi+xYZxxBeSxnnYAuLOeQCCiwi/T390f77ueagJro6dPzaXhfxcfWX8jr/CKi+DCmFlB1aKc9oMWT6AgosJV16LyKgJb1HNDrYnCne0ClJ9ERUGAbrZ+WfBJQk34DKtI3S/7tHFD5SXQEFNCp542KX96KV+8CAfXMQk6fa0AXFf0MYBsA7SpddKSeeJf2fSp3P9cE1DPJ/Eqz7E23k0jak+h83wZAy4xz1uUBlV47ZpdL25+KgPokmR9klr+tDWOKx4FuD6j+JDrPtwHQrupJk2vlk4B6RcxdN5GCaB9InzIEtPQkOr+3AdAuy6TJbv0koB4RZ37UG3FYL+VMlQNqeBKN19sAaJVx2qVSP9c75pOAekSc+dHuMWqdTER65JX+CVtuVOrzNgDatG3WunUxdmmnfBJQf4j06XcoUWeom5f2N/WAGp9E4/E2ANq0tZ8ioMWFRzv8phBQT4hDlxf6o8qEyvGHaBcXaQE1P4nG320AtGh7PoVtQ+dVBNQP4s7NhjM/8U7nURJNcctN7S5HakBtT6LydhsALdLyaZozeV09cYgJAfWDbeqP5Jz6xWfTTeXWekCt84covN0GQHsM/SwHtG4+CagnxL6japa8Z2F6MKcE1P4kCl+3AdAiw5zz0pl38Y8fi37u/LQE1AvLUvry9s2lx0q3KVYCWvEkMl+3AdAiWz/zcUsu+SSgnpjb27f6e0UOlYBWPInM120AdEXv54HLq3eBgHqhsn3frh5v3j58abiPMwEF6tNHzrvmk4COENsAyOyXTwI6QmwDQOJ28DNFQEeHbQDk9sonAR0htgHGwDTlUvmj9nj1LhDQ0WEbYAS0qzaNAz/3zicBHSG2AQZPv+z9URFQ6VZle+eTgI4Q2wBDV5o2RO+nHNC9fiEI6OiwDTBshmmXtHyKfkbR3vkkoCPENsCQVcxap+Yztd9X6yagt+/Pz3/6vF6vfm/6q9VEPNgGGDR7Pw+kfjaUz04C+u1dPBGbmAp4GU1eVt5uom3Eg22AAau5+7n/F2w/oGIeyzSgi2jbDXtaRjzYBhiuHfJZ3O+okd+D1gO6yGK/CWh8W95+C0o82AYYLLWf8sh5OZ873+9oF20HVMxRefL29pnYA72J70pRntWyO8SDbYDB0vOpB1Qa+NnUL0HLAY33OePbUHx/lt4OLX5Br9+XokPEg22AwSr1UwloA9cdlbUc0GWayzyg4iY/s6a/5s6IB9sAY6D2M9ZGPlsP6DytZRHQ+KBof0dBiQfbAGNgy+e+A+d17QZ08wo+eb0uBXSzC0pA+8Q2wNi0lc+2A5p3Uwqo9M/uEQ+2AUannVfvAgEdHbYBRiEbNd9iPjsIqOklPAE1Wl09jy86OHz6SX284qZy8Vm6V+ojN/GTTE7eWr+M19sAqMEyaj625902d9X6MdDk95uTSFut3hU30zySE5pfimAYvbDZrmpA78+yD55cWL6Qx9sAqME0Z13273TkfHsHP1Mtn4XPalkENP6VnzX9NXfmbzy+n0USaaisfLNi/RKE1TxSA/r1eMs9jdc+bwOgBu26TcPI+dbz2XpAs1GfxcHQMwbSmyRXuRbyoxwL5eGZ+kkirlJA479OEu3FfcrbbQDsTp82xDByvv18tn8pZ/wrfvo5D6iYWYRLOcvEJa+T+DDnSrneVexSHr3dPCw2nfK3J42ulEkR1PgQavLR5kMl3m4DYFflWZdKI+dbPviZajugyT7Ryf93HE3e/PsLdeeqB77GQ7Qw7927IpXz4nHxMdIfn+xwZxFQUdtZ+t5ntl1QX7cBsKMv5X7aRs63m88OZmO6V19V9voC3t94xH9nij8sIpXZybdigykfVJxzKiq5kAu7tB0F9XUbALupmPSz0P6rd6H9+UBXl0o/jz4ZP6sjvsZjqe5c5vFTH18UuUxmWT29VgKqnFKKd0eNB0t83QbALqqnnE//2cj9jnbRxS097ouEVgxP7IS38fh2dTYr3spnXFkogZR2KuN3TC7EI8X7VzeX/88/Ss+h83YbANttuWOH+GeWmw4Wp6Obyn3754eNu6a/Vm2BxCOP31w5ZBy/hk8PiC7EuTktoIqF7V2BbAPAZMsdj9YN3u9oF9yV00dZ/OKDodKpdOnNRXK5kj2gcYM5C4/B0YcuJf8qbnjUaT77Cei3/vZEw4hHfrZI2uUU5voYBltAb5/bT9eFsQ2ALYqBSwfSdUed5rP1gH5/Pj3RRi0tA7iU88cKLh9X0yIqplFVTgTtFtBFerrOMtyBgGII8pHzcj4bvd/RLtoOaHnqJf9nY6rKolzGXT+urut8sKx+Jn2u71YaAzqvHu5AQDEE5n62PvBTQ0DLeg7odTG4c5+AWhNKQDEExnx23c/WArq6E+K7cX68k92+7vNapAACKvo5S/7tFNDVfzs5P39sv2aBgGIwes5newFVpgXSeX8MtEcLqZ+Oe6CCuNDT+JfK/20A7KirSZesWnsJP68IqGXkYgd8j0cyv9Ise9PtJFL6VK8j80h637cBUNhyyWbP+WwxoN/1a+ALp01/yRoL53c8kvlBZvnb2jCmVenwR0VArSNBPd8GQG7na957ymebJ5FuzjdeHEeTJ+eylx9Md6bY1d3tB+Gj41BSv+MhjntMpCDaB9KnqgJa3l9N+L0NgIx5zjrlQ/o7+Jnq/iy8s9tL5bjq5OlHh4XzOR7X5VPn1ks5U9sCajqN5PU2AFLlOet6mvKzUjABvX5cPhZgve2PfeE8jsfCcH5tEVkmE5EeKd7/7d+fa9ctEVAEyjZlchHQfg9+ploO6OqfH35v4pS7fscL1/P5HsdjYTo8rE5np98BSQuoMnmoPsdoweNtACRMc9bJI+c9yWcok0rFw6wAACAASURBVIlkd1w7OX+THAN9f/48eeSo3v6tv/EQxz9Le9RKE+MP0YqoBFSbsn4RmScE9XcbAIJ5yk955Hzf545yfQR09R91d0rF4J4j7ZjnrXzvoB31vbmtvlvuwDEv/kiIvyLa6qov4cVObBZh6YImlbfbAIiZbtiR63vgvK6DgN6//0U+DT89rn1YVOydPSxVt3RTyh0Wru/tbbOwDNpMTsxffDbdVG6tBzQZOiZOriV/XYxHOLzdBsB62w07erzs3aj1gN4o9ztP1A3o3NIC/TZrOyxc/1vcyDBqdpa8Z2F6MKedhV+qT8GlnAiPks/SuCXp9bsXP8htB1T7lXYKaHGPNd2y7nkkL7a5gWEzzdJ3yZd0lf5Y6MOYlNwyHygCVLrZu/4Bnd3vaBftD2MqOaw7gNN2OrnqPbaF82OrlxgufJ2l71r93br/aRgHelOMlX1q+cvi6zYANKWBn+tO73e0i5YDGv+CT17e3d2eRZN/u7v756UxA1uMO6DxDefiMbCHLw2XcBkG0t88jxs6NX10wtdtAKjyfha324w862fbAc3Hcs/TInw9rn9jeG18o8QwsGfLwnmz4fvDNkAYlBmT4we8y2fbAY2PXs7Ev5bZAbxl3ZFHFfMKiUN+gzgG2iW2AcKgTJmcnnb3K59tB3Sz75juOm72FZPSbWpYexc07qRpR1OM8ZnVWjivNn4/2AYIR5/3O9pF6wFNw1f8a1n/KKg4FVW+QcX9M0tYKxbOs83fB7YBvFIxY13vE85v1VVAix3PfF+0hmR0zslb6fNWN88tZ6YrF867b0D32AbwiGHGpezfWj59Gbmk6DCg6elipwma8vGNh9Pp+fl0Os3erjk5s4/fgq6xDeAN/bIjedxSAPns4CRSdsAzOw3vOMPdtfEeS5Of6y6cl9+EbrEN4InSVe/SwM8g8tnFMKb0nPsi+9fX+tfCx1ZXpYROTmvPlOfrt6FLbAP4oWrG5DDy2clA+ovsX0k3l8535by/epG/dJ8++dXl1iD+fiO6wzaADwyThkgv4MPIZzeXch69Tf81W5dvNNktn78VXWEboH/GOZfkA6BB5LP9yUSSsz/xLmd8teLJm78dly8+7JDf34xusA3Qt8opP2OB5LOD6ezexQGNdzm/5scwG7vNXH2+fzu6wDZAzwaTzy4mVP7jON3lzKZsq30hUoP8/4a0j22Ansn5LM+3FFA+O5mRfnXzn5KLiL6KuZXLVxTtZHXzfDqdajPhDWY2pi6xDdAzNZ/KwM+w8tn1PZFWtx8d79GZjwMVZ6QyBNQB2wC+eGQd+BnKT2kYd+VUZlqXRn8SUAdsA/ii1M+DsPLZU0D/V92zSOnh00mUn9NPEFAHbAP4onThpk9369hJDwG9P6t7Gj65MchfNt28v1QKSkAdsA3gIZFP/+b73Kbla+HvPtzpBz3/qH8pp9gBTQePioOhWUEJqAO2ATyUH6Lre0HqaTGgq+vHyQRKF9J7788cBoLOI+nqpeQm8cm/CagDtgG6VjXoUwg0n20G9L64IXxx0PKPY4eR9NptjaV56IcV0NWVuB/c4VNtoFfFTeXinXPjdV0V957yehtggMozLqX/TO91VNyto5/l20drAf0qT56UFjRr6qzeM+qZ/JpfDjqkgK7eFdtLGStbjECYlT4p3gCmgMZ/cwgofKBedlQ6774u7tbR40I6ayugYq9x80s8lX7107GctUfSlzK5zK5nGlBAvxc77OrVWvIdj/VZWFbzyBzQeURA4YMvpn5mtyoOcNynrq2AivM+k3jQu8hmXLl0T+ovtYfSlzO5SPdqhxPQ9A9OLl+rhfLwTP0kEVdDQJdahBXebgMMj23G5NLdOvpcyH20FdBF8RucvuK+dtv9XBtfj6anlYYT0CR58WHO1c2ZtLMpNl589dVK/CFSNkMa3XJAk2FfBBQ9K08aoux+hp/P9gI6l3aXRO2SY6L1dz/1J0uIRMyGE1DRwvxc27sif/PicfEx0ov47IhyKaDZ4RMCij5Z51waTj5bC6hy4jzeuzr6z/F/HOdhWkSlTian4gcTUHVFiq0XP56HUPmg4pxTKaCbzfXgXwkoemWd8nNI+WwtoMovfnZC3vFOHub7wovXvP8ylIAu1Z3LZbbLrT6+iNTrCaLTa0NAxU2n5gQUfarO58FA8tlqQPOyJYfk6g5ekiVnUk7+i1zga/10y04L5+s37NvV2ax4K/6TI95cKIFcFltRHGO+EI9oAU1GNhFQ9ErKZ/lW74PJZ5cBne3xnOlRPXUUTzoqahgBVeUBnSvrF2/IdDd+kcxKZQhociNUAopeKflUAzqgfHYYUOfX78Lq0tDg5CzKEAOa7XjGfzikDSe9uUguVyoHNL37KQGFFx7pAc0Pfva5VM3pLKD73kju9nm5COJe8QMMaL71pF1OYa6vbimg2SWcBBReUPu5Hlg+uwtoWzeSuzk/aSGgUXNcVmqR7W3r94DeGtB4H3WWfiQBRf+Gnc/wA1rTTqvbYD6dChqfHku2V3wsVAuomkU9oItsj5WAwjfR8PJJQM0f1GtAxfCCpIp1A7qUB+ATUHghmXNp85M6vHwGF9C72w/CxzvHhfM/oKKfs+TfNQMqzc1EQNEt25Sf6a06ojSgXS9W2wIK6O2lPENeNNFucbzbwnkfj4XUz7oBnRcfTUDRJWXUfHngZ4g369hNMAFNp7dXTC62f562cJ5/C5P5lWbZm/VOIi2k9xJQdEe57Kg88DPrZ2/L16I2L+V8k7zc/vD+WHoj9nvtMaH6bG+ZuqNLPf8mJiNbZ/nb2jCmeCvYAxrvruYxJaDoyJcvhn7mAQ15tvldtBhQu9q7o9lswyfnaYffnz9PHjmqeqomDkl2SUwaMJFOCtkH0qfkgC523NJ+bwOERcuntgMa9mzzuwgjoOKF7ZF2zPNWnjfTvChhBVScPlLnTLFeypkioOhTKZ/KAdDQZ5vfRRABTW7EWXq1bp2QvWLhPP5WigBqxyQWkWUyEekRAop+GPIpGcqEddXamg/0l/MKP9U8cjkvl0XQpxjeYeH8/WaK/p1qD6rT2ZXvgERA0ZvKCZPHkc9W7wvfGO22xpKlpaxW/sZD7GWXRhWU5lXVimiYjSnBSSS0jXyuwwiofRjUYGakt064Eu90pifKxJk0bX+bgKI36r020weHNt/nNgTUD4vS4c1EcmL+4rPppnJrAgoPyOfdR5bPcAJqroHhRW01X+NhOOk2S96zMD2YI6DomzTwc3T5DCOg4hjozPSexVCOgS7L539m6bvm0mOlE2YEFH3L+6kc/Ox7qboSQkBNd+UUkltz1nkmX+Mxtwd09Xfr/icBRf/GnM9AAmq6K+fG/TNLWO18jUdFQOMbzsXzABy+/LP8eQQUXhhpPgMJaHZXzrfSq/XVzXPLXlkV4sE2gCPbiPm16Oco8xlKQItTKYfT6fn5dDrN3tZHnm9bOOLBNoAL64R1saKfPSxZrwIJaHYPY83k57oLRzzYBqivYsK6+CcqC2hPS9ejUAKa3IFTy+dp7WnxiAfbAHVVT1iX/DKOM58BBXTj/upF/tJ9+uRXwzmVrYgH2wD1VE9YV+zP9LV8/QopoA0Y67dZxjbA7uwT1kl36hhtPgnoCLENsCv7hHXZuKVR13NNQEeIbYAd2af7zMctjTufrQd0Vf/2R60a+XdbYBtgR0U+9XFL45mvbouWA/r9WXTytumvsAfiwTbAzuR8ygHN8znKE++K9gO68bR0FWZfiAfbAHUZbrRJPlOdBDSKJqYLufc3nPlAO8Q2QD1yPyPyqWj7JNL9ZTb+/fCi+cOhBNQB2wD1jHu+pWodnIW/vczGijV+OJSAOmAbwAH5NOpmGNPNWdbQpx8N73ZGQB2wDWBhn29Jrif5lHQ1DnR1/Thq4XDot7u7Ws9GPNgGsLDe4v2AfFp1OJD+21Wbh0N3QzzYBjCyzrdEPqt0eyVSMre6mMezlbPyWxEPtgEMrPMtkc9qHV/Kefu3fFK6+nPRNYB4sA1QZpxv6ZF2l/del9BXXQa0OB2fHAy13LOnTcSDbQCdcb6lvJ+jnSt5J50FVBkQ+u1d/Ea9+8EJd7cfhI93jgtHPNgGUNhnDImKgHa/WIHoJqDFdPKT7ODnIqp7Q7jbS2VO+onLiCjiwTaAzDpfXTxVcjrlZw+LFYwOAlqMYIpOpOZtCvqgxmHQ4kmkhl7UXjh+GNgGKFTlc+RTJe+m9YAWY+i1wUtfj2u8hl+9LuczVifBYuH4cWAboGCZsC5iruQddTSZSPHSXX7XzgH9nlb45PxNcgz0/XlyV/joqN5xVH4g2AaQlCesO5DmSu532YLQTUBPDIcrN+/aef9xLlqpPcmtqOrDegvHzwTbACXyuCUGfdbRQUAt1x19PX+z6zShX+OzRw9Lz7ISXX1Va+GIB9sAJUU/GTRfT9sB/X+buORobjnaKY6M1toFJR5sA5Slr9+Z7LO2EG4qJzpp3NFc1j2PRDzYBrAgnw76COi3mqPg7ZPWMZ2dA7bBiFknrIsi6umi7Zfwz6cnWuCWtQcfEdBGsQ1Gq3TBe/YO8umq/ZNIeuDqDF/KP8Ny4Xx8domA1sQ2GCnLhHVMt7SPEAIqjoHOTO9Z1D8GCgI6SpYJ68jnftoK6OpOuN3U8uOd7PZ1/VlEFpH5c8TwplmthUNEQEdIv+Q97Sf53FdbAf16XPELXPcCTDEc/6g0avQ+frhejIkHRqg8Y0icT+ZKbkBrL+HnFQGtNfY9thCfdvJWCu/qJrmYc1Zv4QgoRuZLOZ8x5kpuRGsBza+CLzut/6SL7HMPp9Pz8+l06vhcBBQjU5FP5kreX3snkW7ON14cR5Mn57KXH5wuTbo2HhKY/Fx34QgoxqXIp3qfOOZKbkT3Z+EdFXMyF/msf1slAoqRkfOZBjTLJ78N+wsmoBv3Vy/yl+7TJ7+67MnyI4NxKm60GUXkszktB3T1zw+/93UPeBN+aDBOWT+Ta47IZ1NCmEykQfzYYJzkfDJXcnMIKDASxRXvfS/JcLQU0NUv5+c/fU7+X/ZTb6/qCSiGzXKHYq45aklLAc2mSTKPBm3uvFLthSOgGDBlyKc03RL5bAsBBYZBveRIGrbEnTraQ0CBIfhi6qcIaMRU8+1p6yTSt7u7P9P/lzVwmyTXhSOgGCCtnmt92BL1bAtn4YHAlfOZD1v6kXy2i4ACYTNOF3KgTlZHPltCQIGwWfL5I/nsAAEFwqbcp2OdzRVCPTvR4kB6OwbSA00r7tIhB7TvpRq6Focx2TGMCWjYo+wuHXJA+16o4SOgwBCo+Yz4Se8GAQWGQOon9exOiwPp7RhIDzizTBcSJS/byWenOAsPhMRwh7hYfsURP+GdIqBAOMzThUTSBZv9Lt/oEFAgEJbpQiKud+9PHwFd/QfjQIGa9Aves2FLXO/epw4Cev9eGVU/PeYsPFBTeb6Q9LQ79exV6wG9OWMYE7Afw3RL2jTz5LMfbQd0yThQYE+m6ZaiiHx6oOWAmgbUHz792PTX3BkBRYDyfEqn3Tlx5IWWAxrvgE5e3t3dnkWTf7u7++fl5u1Z01+xBgKKAEn5LJ12J5+9ajmg800/f0v/MYv///U4faAfBBTBSsctsfPpk3YDunqd7XBudkUfqv/oBQFFsNLT7gya90m7Af3+LNvf3Ox5PhCjPzdN7XEXlIAiWPlUIeTTH60HND3jXvxr2edRUAKKABiudpdnqqOe/ugqoMWOZ74v2gcCCu8ZpguRZ/rsaalg1GFAo1faYz0goPBc+XL37HojsffZ9+JB1fpJpOyAZ3YanoACNobpQorrjcinh9ofxpSec19k//rKtfCAiXm6EM65+6yDgfQX2b+Sbm7+wTFQQGeaLuQRA+Y918WlnEdv03/N0v/3NxCUgMJPhulCuN4oAG1PJrIQl7/Hu5ybV/PRyZu/HUfZ2aQ+EFB4qTxdCPUMQuvT2b2LAxrvcn497n8yJgIKP+nThZDPQLQ/ofIfx+kuZzazHdfCAxp5uhCm+QxIBzPSr27+0yfxj69ibuWjT01/xRoIKDxGPoPT7T2RVrcfezsBLxBQeIzT7sHhrpyAL8hncPoI6Le7pr/mzggofFC+2p2bu4ep7XGgz6cn2jl3BtJj5Ax3OBI36WCeuvC0P5BeH7TEtfAYM9P1mtkAP+oZHAIKdOeL1s9stqWDpKA9Lx1qayugqzvhdlPLj3ey29fc1hjjpNdT9DOfJpkfzRC1FdDiuiMDjoFifMr5jCdK/jGb6bPHJYO71l7CzysCyrXwGB3DZCHFTJ8HPS4Y9tFaQMU8TGanTX/JGgtHQNEPLZ+RfMVRn8uFvbR3EunmfOPFcTR5ci57+eHPpr9inYUjoOiHfLX7o0i+XpN+Bqz7s/C9IqDoVdJPrjgaDAIKdEerJ/kMXcsBXf2PN7/3O32IioCiR1FEPQem5YB+PU5u6OELAopuGK52V27RQT2Hof27ch7xEh5jU77aXTnrTj4Ho92Afn/W6/zzZQQUrVMGzHPWfdhaD6hX55AIKNr2xdDPR4z5HKp2A7p6zR4oRqR0uaYW0H6XDs1r+Rjoos8L3w0IKNpTymcUKa/g+106tKHtGenjs0hv/UkoAUVrSvUs9LtgaE/bAf0m7gs/mSqXc/60b1FvP3z48NFp4fhRRlvkfEZM8jkO7V+JZLDfiaX7y/RpHEaY8tOM1iT1TG/tnrxoJ59DF0JAvz+fSndWWsgTi9a9xzw/z2hXOkUyJ41GIoiAPpM+ZaE8U91z/AQUrYoeHTBP3Zi0fgz0zqDmhHZyQJeimydvPny4euzQYgKK9kTRAdcbjUwf94WvSwqo2KPNdjuv44I+rPVUBBRNKV2sydWaIxRYQBfKy/Zl7RfxBBTN0CeY3yCfIxRYQOfqPmf85qzOUxFQNEAeMJ8OlWempXHqJqC3/y7Gf75xGrspBVS8gpduSRfvgta60omAYm9fyv2knmPVQUBX76RbHJ863BFJDah82kh/e/vCEVDsRbtcM+IGHePWfkCX6h3iJxe1n5GAwhNqPuOfZ3Y+x631gC5Lo0BrF7TI5Oo1AUV/tHoeMOZz9NoO6Nd4/3Py9Pe7Tf3u/nnpMvhdOwsvf3r87BwDRVfyfIo9gQMuOULbN5V7HR/3LBK3elf3tM+6NA50VrxnUXcgKAHFHuJ6Zmfd5YD2vVzoTcsBXZbGGS3U8+i7SK8HPfnr75/VCUbF7m2tJyOg2M8jLaAHfS8QetX+TeW0/c14n7Te1UPKBfXT46LIop/1ruUkoNhHPEMy0yyh0PotPUp7iMvar+FXvzxWzkIln/79TLxRb2+WH3s4Ez9vHPOErPubyrndaO7b+xd5RR9mz1P3OiQCilr0izU55Q5NKAEV7pKKvsqep/6gUgKKXSkTzEdcqwmToAIq3P7H5/R5Dl/WvjUIAcVutKs1qSeMQjgG2iACih1IFxzp12qST8hCOAvfIAKKbb7I+YyoJ6qEMA60QQQUldR6qgc+GfKJkhCuRGoQAUUVez6pJ0w6uRY+evpG3Avp/Quna+EbREBRhZ1P1NPDbEz9vYAnoKgmXetOPbGD9ucD/arNB9rj/icBxRbRIy2gfS8Q/NbFjPRXRUIn9YduNoqAwi7+CX2UTBGSBrTvJYLvurkn0rcPfzs/P//rB4f7eTSLgMIi/RN/wBxLqCGEu3Kufjmv8BMTKsNRcWuj/KwRAUUdIQRUns6ujFt6wEl+rWYkT7NEP1EHAcUISeM9tdsS971kCEsIAV3fvyagaIx8tdGmn9J94egnamopoN+fTyuc1J6NaRGX8t/uTGqdmCKgY6fU8wuT1GE/bQW0uVfdibigDVwCSkBHTq0nO5/YUygBjed1qjv9vGnhCOi4SddqUk/sL5iAxtOS7H8VEwEduey0ES/d0Yg2A3r4ssmB8/EloXtPJEpAxy2KxLWaB9QTzWh5D7TJhi4a2AUloCMmfiKZXx5NamsY0+rmLGq4oXGU990FJaBjlR0+YswnmtTiONDGG3r/4cPve56IJ6Cjkl6qKR9/zwPa97JhEFq+qdzN86b3Q/dDQEdEmhw5t3mYfKI57V+J5FVDCehYKJdqplPU9b1MGJ5OLuX0p6EEdBzUS93TWUL6XigMUFfXwnvSUAI6AuptifMbcxBQNK/DyUSkhvY2LT0BHTzble70Ey3odjamm0vnK5ESd7cfhI93bp9PQIfOMk8IZ43Qiq6nsxMz07kF9PZSuT3d5OlHh4UjoMMWJYc9Dw6oJ7rQaUBvL92vhb9+XL6mfnJRe+EI6IDFPxNftCs1qSfa1F1As3o6HQNdWaZUrjvDHQEdrGygPPVEhzoK6F71XK+/p9c0nZy/SY6Bvj9Pz0gdVe3MmpJb/4vDf/m3l3qiU10EVK6n2ximuWildszzVlS16up4Ajp06qVG1BNdaz2gRT0nziNA45nsooelPdeV6OqrWgtHQAdEvVaTOerQvXYD2kQ918kOqOlopzgyWmuCJgI6GMpdNR9t+nlAPdG5FgPaUD3TThp3NJd1zyMR0GHQ7kr86NF6nQa07yXDuLQV0MbquU4mAjWPfLK/x7ZwBHQA5IuNpIBysSY61/KM9PvXc01AIZPvqyn2OZN+An1oM6CTv35q5BnjJzPfzCM+u0RAR0WrJy/a0asQ7sopjoHOTO9ZcAx0XKJIqycBRa9CCKjopOlzxPCmWa2FI6DBSn52vmh3haOf6FMQARXPdlQ6HnD/rPZzEdBA5T87aj05bYR+tRXQ59MKJ3UnE1mI352Tt9Kr9ex2S7N6C0dAA1T86WXfE37pejo7R4vsN+hwOj0/3zQ4e/u05sIR0LDIlxpRT3gnkICur5W5QDOTn+suHAENSDE3MvWEn0IJ6Hp1VUro5LT2xE4ENBTypUbMUAdfBRPQjfurF/lL9+mTX12G6BPQIEhj5eNbElNP+CqkgDaAgPpPvtQouaE79YSvCCi8EpX7ySwh8BYBhT/ESPn8QqNkghAmCYHHCCg8kY2Uf1S8Yqee8BwBhQeMQ+X7XihgKwKKvnGhEYIVdkCZDzR41BMhI6DoTXbKiHoiVAQU/YjyuT21CZY4a4RwEFD0ICqGe7LviYCFHdD1t7u7Wld0EtD+RdQTgxF4QOsioD2T6/mFi9wROgKKzkRR0U8ucscQEFB0IxutFE9QdyBf5M5JI4SLgKJ92mDPA0nfiwbsI7CA3t1+ED7euX0+Ae1eeaQ89cRQBBTQ20tlTvrJ04/1n4OAdsx4nRHxxFAEE9Drx4ZbIl3UfRYC2iF1cjqln30vGtCMQAK6el3OZ+xBzbsiEdCu5GfctXr2vVxAk8II6PezpJcn52+SY6Dvz5O7wkdH9W4xT0A7Yaln34sFNC2MgM5FK7Vjnreiqg9rPREBbV9WT3Y9MXxBBPRrfPboYenV+kp09VWdZyKg7crHenLUE6MQREDnlqOd4shorV1QAtqivJ5qPznnjuEKIaCik8YdzWXd80gEtCXFeT31vHtyX6O+lw5oSQgBtU9ax3R2XlAGRogLNTnqiXEgoNiLNq6MOxFjVEIJ6OQ303vis0sEtDdyOZN9Tq5xx7iEEFBxDHRmes+CY6C90eOpzhLS99IBnQghoKKTph1NMbxpVueZCGgj5FNGpRPu1BPjEURA49fw0dEn/eH7Z5aw2hHQvUl7noaL3KknRiWIgIpd0Cg6eSu9Wl/dJBdzzmo9EQHdj23XM9/77HsBgU6FEdC0oBuH0+n5+XQ6zd4+rblwBNRZZK8nL90xUoEEdH2tzAWamfxcd+EIqJuKF+6PNvpePKAfoQR0vboqJXRyWnMyOwLqRNnozBACFIIJ6Mb91Yv8pfv0ya+1bgifIqA16X+0lBfufS8c0LeQAtoAAlqHFs/4IeWwZ9/LB/SNgMJI3/VMH06OenLOCBAIKErK59vXeTE5ZQQUCChUxvPt7HICJgQUBetQTwIKmBBQJCLjrif9BCoQUKypJ+CGgI6efaAn12gC1QjoqFXFk11PYBsCOl5V9VyvqSewFQEdp9I4eW16kL6XDwgCAR0h00VGcj3pJ7AbAjoyWjzFXdzjx7Ojnn0vHxASAjoihoOeX748Snc5OWUE1EZAx8J8xijtJ6/ZARcEdAzs59sPCCjgjoAO3ZahnvQTcEdAhyzaUk8OegJ7IaCDtcNVRvQT2AsBHaQddj2JJ7A3Ajo4+kVGxBNoCwEdFD2e6/W6XM++FxIYDAI6GHo841X9Ukws3/fiAQNEQAfBEs8vm/3N5AL3vhcQGCQCGj7jMc8vaT9jDPQE2kFAw2Y9YaQGtO/FBIaJgIar8my7FNC+lxMYLAIapuqBnj/++CidpQ5AiwhoeLbF84Cr24FuENDAbIsnJ42A7hDQgOwST455At0hoIEoDfQknkDvCGgADKPk5Us0iSfQEwLqOT2eyQrkl2gyVAnoEQH1meGYZ3b3ty8ZTrkDvSGgvrKcMUr7mQW076UERo2A+qjidLsU0L6XEhg9Auqb6mHy2St4XrUDHiCgPtkWzxi30QS8QUB9oZ9tN9YTgE8IqBeq48k4JcBPBLR3W3Y9GSUPeIuA9sowSt50gSb9BLxEQHtjiGesXM9elxKAHQHthR5PabGIJxAMAtrDMpiOeebvjgcpEU8gCAS0469vO2GUF5NxnkAwCGiHX7vqbLsS0P4WEkANBLSjr1s5VCk96NnPsgFwRUDb/5Lb4skxTyBQBLTdL7ctnsl8nrxqB4JEQNv7UltftucTItNPIEgEtJ0vUx7naTjmyZyeQNgIaPNfotROoXyBZuuLAqBdBLTZpzfHM6bGk9fswAAQ0Oae2njMM39/MTEIxzyBgSCgzTyt9YRRfpaIl+3A4BDQ/Z+y8mw7w5SA4SKg+z3d9qFKBBQYLALq/lRb4ymGKtFPYLAIqNvTbIvnoy8c8wQGj4DWfobt8YwxSB4YvsACenf7O33uZwAAEiZJREFUQfh45/b5+61uOZ7r0hVGa455AqMRUEBvL4/ldk2efqz/HO6ra4xnTDvmyYTIwHgEE9Drx+WETS7qPovb6lrjGQ/u5PJMYLQCCejqdTlisQefay5c7aUrtzO7wujLly8HirpPDSBwYQT0+1kSr5PzN8kx0Pfnz5NHjv5Rb+FqLZ0tnskVRkpAec0OjFAYAZ2LVmrHPG9FVR/WeqLdV7cqnlpAOeYJjFQQAf0anz16WHq1vhJdfVXnmXZb3W3xFOM8E3W+OICBCSKgc8vRTnFktNYu6NbVNZwvKl9hxDhPALEQAio6adzRXNY9j1S5ujvFk9fsADIhBPT7syj6wXiyyP4eC+vq7hLPbE5P+glAIKC2YZ7aMU+XBQcwbKEEdPKb6T3x2aW9Ampup6Ad83RZcADDFkJAxTHQmek9i32OgerpzF6nJ+QrjAgoAJMQAio6adrRFMObZnWeKVtdczzlA50S+gnAKIiAxq/ho6NP+sP3zyxhtYtX1x5PEVCtns2tBYChCSKgYhc0ik7eSq/WVzfJxZyzWk9UHU99B7TZlQAwNGEENC3oxuF0en4+nU6zt09rLlx1PGPUE8COAgno+lqZCzQz+bnuwtniWfSS+TwB7CiUgK5XV6WETk5rTmaXBNR8dVEbywxg2IIJ6Mb91Yv8pfv0ya9/OjyFYVIlXrEDcBRSQBtQntIzm5Ku7yUDEJ6xBvTgS4ZjngAcjS2g+RAl5vMEsK8xB7TvhQEQuLEGlNfsAPY2woByzBNAM8YWUK+XDkBYCCgAOCKgAOAohICufjmv8FNjN5UDgFpCCKiYDtSqmZvKAUBtBBQAHIUQ0PX9awIKwD9BBDS9K9K/3ZnUmpSJgAJoTiABrX//TTMCCqA5oQR0PY/q3v/IhIACaE4wAY1vDj/5bd9nIaAAmhNMQMVN4B/u+yQEFEBzwglofBh0711QAgqgOQEFNB4Ouu8uKAEF0JyAArq+//Dh9z1PxBNQAM0JKaANIKAAmkNAAcARAQUARwQUABwRUABwFFhA724/CB/v3D6fgAJoTkABvb08lqexmzz9WP85CCiA5gQT0OvH5alAJxd1n4WAAmhOIAFdWaZUrjvDHQEF0JwwAvr9LOnlyfmb5Bjo+/PnySNHVfPRm5LbwtIBGKkwAjoXrdSOed6KqlZdHU9AAbQpiIDGM9lFD0uv1leiq6/qPBMBBdCcIAI6txztFEdGa03QREABNCeEgIpOGnc0l3XPIxFQAM0JIaDxRKDmmxfb32NBQAE0h4ACgKNQAmq+mUd8domAAuhJCAEVx0BnpvfUvls8AQXQnBACKjpp2tEUw5tmdZ6JgAJoThABjV/DR0ef9Ifvn1nCakdAATQniICKXdAoOnkrvVpf3SQXc85qPREBBdCcMAKaFnTjcDo9P59Op9nbpzUXjoACaEwgAV1fK3OB5vPZ/Vx34QgogMaEEtD16qqU0Mlp7bvEE1AAzQkmoBv3Vy/yl+7TJ7/+6fAUBBRAc0IKaAMIKIDmEFAAcERAAcARAQUARwQUABwRUABwFHZAmQ8UQI8IKAA4IqAA4IiAAoCjsAO6/nZ3V+uKTtOMJADgqummeb2P1/fGBjAsjTeq6SfsxaBe6w9pZYa0LqyMt3pcmWFsRn4aPDWkdWFlvEVA98RPg6eGtC6sjLeGGtC72w/Cx7s2v8qanwZvDWldWBlvDTGgt5fKnPSTpx/b+kprfhq8NaR1YWW8NbyAXj8un/+aXLTztdb8NHhrSOvCynhraAFdvTYPIXhQ+65IO+KnwVNDWhdWxlsDC+j3s6SXJ+dvkmOg78+Tu8JHR3WuQ6qBnwZPDWldWBlvDSygc9FK7Zjnrajqwxa+3JqfBm8NaV1YGW8NK6Bf47NHD0uv1leiq6+a/3prfhq8NaR1YWW8NayAzi1HO8WR0XZ2Qflp8NSQ1oWV8dagAio6adzRXLZ2HomfBk8NaV1YGW8NKqD2SetqT2e3M34aPDWkdWFlvEVA98RPg6eGtC6sjLcGF9DJb6b3xGeXCOhWQ1qZIa0LK+OtQQVUHAOdmd6z4BjoLoa0MkNaF1bGW4MKqOikaUdTDG+aNf/11vw0eGtI68LKeGtYAY1fw0dHn/SH759ZwtoAfho8NaR1YWW8NayAil3QKDp5K71aX90kF3POWvhya34avDWkdWFlvDWwgKYF3TicTs/Pp9Np9vZpG18NAPrRTrqvlblA8/nsfm7liwFAP1ra911dlRI6OW1rMjsA6EV7Bw/ur17kL92nT36tdUN4AAjAkA4lA0CnCCgAOCKgAOCIgAKAIwIKAI4IKAA4IqAA4IiAAoAjAgoAjggoADgioADgiIACgCMCCgCOCCgAOCKgAOCIgAKAo1ADevP8WL9x3ca3q8fxnZheBjZ7s3FlVlfi0cOnpfubes38jUl8PY4mv3W+RHuwrEzVOvrLvNS3l4+D+ikT9/zV7nWR/0z18PsfZkCLey4pv5D5zezauvtnK4wrs3pX/ICUbxHtLcs3JrF6bXzYW5aVqVxHb5mX+v4s/yl7Gsafg6qA9vH7H2RAF/Lme5U/PJcefdjj4tVjXJnvZ/KjwfyiWr4xqXlIq2Jdmep19JV5qb/Kdy77IYi/0xUB7eX3P8SALoybT3t41ucS1mBcmXhfTfbDP3peyt1YvjGppelBf+30UxbK6piXWovRgxD2QQ0BTZe7n9//AAMq/mxO4uMc38Tr3IfSw0dvN/URr1YC+dE2r0zSmvjR1c2ZtI5+s3xjUslPfiDfluqfMus6+sqy1CI5Tz9u/nV71mV0mhP/UKV7Fz39/gcY0HhPPTssGJcm3YDz4m+R2IEL40fbuDJi+fP9gXehdMfyjUmkO9VBrEis4qfMuo7eMi+1+JbM0g9ZhLILKhNrkB6Q6On3P7yAxn9pih/bebYF479F+W+n9IfJb+aVURdf/inxmeUbk9r8gj7413ACalmZ6nX0VcWvTN7M+KcsiF8Z2aL4C9DX7394AV0oP7XLbBMulT86i0B+tM0ro65LsY5+s3xjEpvf4R/+MQ8noJaVqVxHb1mWOs5M8WM2Dy+gS2mvua/f//ACavlGh/mjbVmZb1dns+KteAdiVv4g31T9Bsa/q6/WAQXUsjIBVmZtXerSHmhgL+GVYXF9/f4HF1D1z2ZB/SFRfjb8ZVsZVRgBrVyXuXhfOAG1rMxu3y/fWJd6rh0DDWzVlEXu6/c/uICmNVldTSP5sgrtD2ggf08tK6MJ43hE1bosk5/ucAJqWZndvl++sS61OHGdnIW/DOaEWE45stvb739wAV2KmuTXVchD2uQtFsZrLcvKqAI5I1axLtklnOEE1LIyO32/vGNfamUgfSBrk5P3n/v7/Q8zoAvp+34hHtZfpgQU0PLKqBZRCK/gK9Yl3h2Yxf8ILKDlldnp++WdiqVeXeVZfRnI/nRGHVrQ2+9/cAGNfxDOI1k+vkTbgAH8rlpWRnEdBfG3oGJdFtnOQRjflJhlZXb5fvmnYqlvikuGA5pxQVB2QPv7/Q8yoPG3Oz6UI47cJL+c4QbUsDKy65B+TY3rssy/FWF8U2KWldnh++Uh61LLM9ZEQbzMKag7oAR0Zwvle53nJeSAztK3TK28DuYn27YuyQgmIYxvSsyyMtu/Xz6yLrWYfSPQSzkXkT7OmIDuRPw0qCNm47cCDmh5ZbQPmHW8VG5s6zIvHg3jmxKzrMzW75eXbEstTiFdSI8G8s2J6WdWCeiutG90tiHDPIlkWZnMah5OP23rspBWKayAmlem6vvlKdtSq0cRF+H8qK1LF+txEmln8uVbsfSXUhvGEMiVvZaVSd0H9brKvC7xnsEr9aEQWL4x1d8vX1X8yoR37UlKn4agt9//oQQ0zIH0lb+QyRxkARxjS5jXZRGVhfuXbXABlXbaAtnnSJT2/RlIv6s4K6af4SAv5bStTEwc7A9obIl5XQINqOUbU/X98lfFyoR31Cuhv4LnUs6daX978r+biyjAyURsK7NOj/wH8DcgZ16XQANq+cZUfL88ZlnqkAOq/raXH2EyETv16Ef+p0b9mxTKTI2WlUn7edrXYjkxrkugAbV9Y6zfL6+Zl9pwDDSE70zM8Jerr9//8AKqHtHJzx0qE6pqo2z9ZVkZdYRJIGzrUgjjFa9gWZnt6+gjy1KXz8IHMCZLMPzl6uv3P7yAinvrZFsv/q4Xl7lER8lGE/e0DOKHwbIy4uEQ9qBltm9MIaCAVn1jKtfRR5alFnfeyv5Kh3JVgGB6hd7T7394AU1eFU4u8uvSlNt9bR4O6qZy5pUJZddGZfnGFAIKqG1ltq6jl8xLndym6iSfzi6IwxFC+RBob7//AQZUu+dvvquuHm6b9bmIuzOujOHWrbOel3MXtm9MLqSAWlZm6zp6ybLUymx2AX1vzD9I/fz+BxhQ9cdB2pBz6eEw9gzW5pVZlvoZRECt35hMSAG1rcy2dfSTZamXynygobyAt41+6OX3P8SASrMYKgMlV38PqzcJw8rIPwlBrZDlG5MJKqDWn7LqdfSUZanvg5zOzhLQXn7/gwxodnuCiZhJRvLt6vHm4cOXf/azVI5KKxNsQK3fmERYAbWuTOU6esuy1LeX4lcmqJWxDh/r4fc/0IACQP8IKAA4IqAA4IiAAoAjAgoAjggoADgioADgiIACgCMCCgCOCCgAOCKgAOCIgAKAIwIKAI4IKAA4IqAA4IiAAoAjAgoAjggoADgioADgiIACgCMCCgCOCCgAOCKgAOCIgAKAIwIKAI4IKAA4IqAA4IiAAoAjAgoAjggoADgioADgiIACgCMCCgCOCCgAOCKgAOCIgAKAIwIKAI4IKAA4IqAA4IiAAoAjAgoAjggoADgioADgiIACgCMCCgCOCCgAOCKgAOCIgCIYyyiKHnzueymAAgFFMOabgE5+63spgAIBRSi+Hm8CGj3sezGAAgFFKBZxP6Mf/tH3cgA5AopArF5H0XRT0FnfCwLkCCgCEZ9C+q/POI0EnxBQBGIev3yPzyO96ntJgAwBRRjiU0gP0/+qvl093mT15K3+Gfe/xI8fPv3U0RJihAgowrAQ+57xgVBtJNMf4uT8xtGnhfTO+8soyt/R/eJiHAgoghCXMz4Bv9BPI73LOxn98N+LgH49Lh5n8CjaQkARhGUazu/aaSQxtukvmwduzuRWxh8WHX3c/Ov2koKiNQQUQZhnFVRPI8WhTOsY76Nmb4h/z9KPueYKULSFgCIE8SvyJIJL5Wok+RW92OtMArqM5Bf6C07doyUEFCEoGijtcyZ7msXO5TKSdlOlK5biT+EKULSBgCIA2SmkmLzTGe+YzvKPytuqF3POFaBoBwFFAOTX7XE0sxwulRfn+RgntauiuZxGQhsIKAIw1162Z9XUyph92DIq4yAoWkBA4T9xekiRHvicqwHNerogoOgGAYX/ykFMs6kd3CSg6BgBhfeSEZ6q5IhoxR4owUQHCCi8Zzqkmex4VhwDJaDoAAGF9/Q57IrrjNRdzfwsvDrYHmgNAYXv4lNI6jDORXYaqWIcqHzx5ruTX//sZlkxMgQUvluU9ifFWfl4z9NyJZI80mltKjDQDAIKz2k1FOZZU+XX8OIDi2vhi2TOeUWPlhBQeG4ZlSdTyvc15dmY5sX4JtHS7JOuIy5EQksIKDw3j8p34ixOI4mUvtyk8laZD1TMpzy5+JzNTK8/AdAIAgq/KbMv5Rb5a3RpRvqj/1y8cFdmpI9Ou11mjAYBhd/yM+4K0cfk4Gd+T6QHn+ULk+7PisuWfu5ygTEmBBReM51Cis2LrhZ35VSv7Lz/ZRrX8+Qts9GjLQQUg6EOagLaR0ARsK/Tv34s3mLmeXSNgCJg8aHQIpnqnZCA9hFQBCy/+j0mT1UPdIKAImQLMQw0vtD97uqYHVB0jYAiaHNlkjvGe6JbBBRBW10VI+YnF30vDcaGgCJwq39/Hjf08MnbvpcE40NAAcARAQUARwQUABwRUABwREABwBEBBQBHBBQAHBFQAHBEQAHAEQEFAEcEFAAcEVAAcERAAcARAQUARwQUABwRUABwREABwBEBBQBHBBQAHBFQAHBEQAHAEQEFAEcEFAAcEVAAcERAAcARAQUARwQUABwRUABwREABwBEBBQBHBBQAHBFQAHBEQAHAEQEFAEcEFAAcEVAAcERAAcARAQUARwQUABwRUABwREABwNH/D++qNKvjbgQwAAAAAElFTkSuQmCC" width="672" /></p>
</div>
</div>
<div id="mortality-over-time" class="section level1">
<h1>Mortality over time</h1>
<p>We can also produce a plot with year on the <span class="math inline">\(x\)</span>-axis. Below, we additionally illustrate use of <span class="math inline">\(95\%\)</span> credible intervals that quantify the (statistical) credibility of the smoothing. Our implementation of building a model with noise variance equal to the nugget causes <strong>predict()</strong> to return credible bands for the true surface <span class="math inline">\(f\)</span> and not the observation process <span class="math inline">\(y\)</span>. Thus we need to add <span class="math inline">\(\sigma^2\)</span> to achieve the bands for the observed mortality <span class="math inline">\(y\)</span> that would be relevant for coverage tests.</p>
<pre class="r"><code># cf Figure 2 in LRZ
agesForecast &lt;- c(60,70,84)
yearsForecast &lt;- 1998:2015
yearsObserved &lt;- 1999:2014

nYr &lt;- length(yearsForecast)
nAg &lt;- length(agesForecast)
xPred &lt;- data.frame(age=rep(agesForecast,each=nYr),year=rep(yearsForecast,nAg))

mortPred &lt;- predict(mortModel, newdata=data.frame(x=xPred),cov.compute=TRUE,
             se.compute=TRUE,type=&quot;UK&quot;)

xPred$m &lt;- mortPred$mean
xPred$lower95 &lt;- mortPred$lower95 - 1.96*sqrt(nug)  # predictive CI for y
xPred$upper95 &lt;- mortPred$upper95 + 1.96*sqrt(nug)

for(ageObs in agesForecast){
  rateObserved &lt;- dplyr::filter(mortData, age == ageObs, year %in% yearsObserved)$rate
  dataPred &lt;- dplyr::filter(xPred, age == ageObs, year %in% yearsForecast)
  
  # exponentiate to show actual mortality rates (not logged)
  ratePred &lt;- exp(dataPred$m);  
  upper95Pred &lt;- exp(dataPred$upper95); lower95Pred &lt;- exp(dataPred$lower95)
  
  plot(yearsObserved,rateObserved, type=&quot;l&quot;, 
       lwd=2, main = paste(&quot;Age&quot;, ageObs),
       xlab=&quot;Year&quot;, ylab=&quot;Mortality Rate&quot;, cex.axis=1.5, cex.lab=1.5, cex=1.5,
       xlim=c(1999,2014), ylim=c(min(lower95Pred),max(upper95Pred)))
  lines(yearsForecast,ratePred, col=2, lwd=2)
  lines(yearsForecast,upper95Pred, col=2, lwd=2, lty=2)
  lines(yearsForecast,lower95Pred, col=2, lwd=2, lty=2)
  legend(&quot;topright&quot;,c(&quot;Observed&quot;,&quot;Predicted&quot;,&quot;95% Credible Band&quot;),
       lwd=c(2,2,2),lty=c(1,1,2),col=c(1,2,2),cex=1)
}</code></pre>
<p><img 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" 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" 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" width="672" /></p>
<hr />
</div>
<div id="mortality-improvement" class="section level1">
<h1>Mortality Improvement</h1>
<p>For YoY mortality improvement rates, we calculate the finite difference expression. For comparison we also plot the improvement rates reported from SOA MP-2015 tables. See Figure 3 in LRZ.</p>
<pre class="r"><code># compare to MP-2015 tables
mp2015 &lt;- read.csv(&quot;mp2015.csv&quot;)

agesForecast &lt;- 48:86
agesObserved &lt;- 50:84
yearsForecast &lt;- c(2000,2014)
yearsPred &lt;- c(1999,2000,2013,2014) # need to add one year back for improvement

nYr &lt;- length(yearsPred)
nAg &lt;- length(agesForecast)

# predict
xPred &lt;- data.frame(age=rep(agesForecast,each=nYr),year=rep(yearsPred,nAg))
mortPred &lt;- predict(mortModel, newdata=data.frame(x=xPred),cov.compute=TRUE,
             se.compute=TRUE,type=&quot;UK&quot;)

xPred$m &lt;- mortPred$mean

for(yr in yearsForecast){
  forwardObs &lt;- dplyr::filter(mortData, age %in% agesObserved, year == yr)$rate
  backwardObs &lt;- dplyr::filter(mortData, age %in% agesObserved, year == yr-1)$rate
  MIbackobs &lt;- 1-forwardObs/backwardObs   # raw observed improvement rates
  
  forwardPred &lt;- filter(xPred, age %in% agesForecast, year == yr)$m
  backwardPred &lt;- filter(xPred, age %in% agesForecast, year == yr-1)$m
  # smoothed improvement rates using the GP model
  mibackgp &lt;- 1-exp(forwardPred)/exp(backwardPred)  
  
  plot(agesObserved,MIbackobs, type=&quot;l&quot;, lwd=2, main = yr, ylim=c(-0.05, 0.1), xlab=&quot;age&quot;,
       ylab=&quot;YoY Mortality Improvement Rate&quot;, cex.axis=1.5,cex.lab=1.5,cex=1.5, col=2)
  lines(agesForecast,mibackgp, col=4, lwd=2, lty=3)
  lines(c(0,100),c(0,0))
  
  # MP-2015 rates
  mpRate &lt;- dplyr::filter(mp2015, gender==&quot;male&quot;, age %in% agesForecast, year == yr)$improvement
  lines(agesForecast, mpRate, col=3, lwd=2, lty=2)
  
  legend(&quot;topleft&quot;,c(&quot;Observed&quot;,&quot;GP Smoothed&quot;,&quot;MP-2015&quot;), col=c(2,4,3),lwd=rep(2,3),
         lty=c(1,3,2),cex=1.3, bty=&quot;n&quot;)

}</code></pre>
<p><img 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" 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" width="672" /></p>
<p>The following code produces improvement rates for every even year and plots them together, cf Fig 4 in LRZ</p>
<pre class="r"><code>agesForecast &lt;- 48:86
yearsForecast &lt;- 1999:2014


nYr &lt;- length(yearsForecast)
nAg &lt;- length(agesForecast)
xPred &lt;- data.frame(age=rep(agesForecast,each=nYr),year=rep(yearsForecast,nAg))
mortPred &lt;- predict(mortModel, newdata=data.frame(x=xPred),cov.compute=TRUE,
             se.compute=TRUE,type=&quot;UK&quot;)

xPred$m &lt;- mortPred$mean
forwardPred &lt;- dplyr::filter(xPred, age %in% agesForecast, year %in% 2000:2014)$m
backwardPred &lt;- dplyr::filter(xPred, age %in% agesForecast, year %in% 1999:2013)$m
mibackgp &lt;- 1-exp(forwardPred)/exp(backwardPred)  # GP-smoothed improvement rate
xPred$mibackgp &lt;- NA
xPred$mibackgp[which(xPred$year &gt; 1999)] &lt;- mibackgp

miPlot &lt;- dplyr::filter(xPred, age %in% agesForecast, year == 2014)$mibackgp
plot(agesForecast,miPlot, type=&quot;l&quot;, lwd=2, xlab=&quot;Age&quot;, xaxs=&quot;i&quot;,
       ylab=&quot;YoY Mortality Improvement Rate&quot;, cex.axis=1.5,cex.lab=1.5,cex=1.5,
     ylim=c(-0.0275, 0.0275), xlim=c(50,85))
lines(c(0,100),c(0,0))
for(yr in seq(2000,2012,2)){
  miPlot &lt;- dplyr::filter(xPred, age %in% agesForecast, year == yr)$mibackgp
  lines(agesForecast,miPlot,col=(yr-1996)/2,lty=(yr-1996)/2,lwd=2)
  
}
legend(&quot;bottomright&quot;,legend=seq(2000,2014,by=2), col=c(2:8,1),lwd=rep(2,8),
         lty=c(2:8,1),cex=1.3,bty='n')</code></pre>
<p><img 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QhDUxfotjGGv5MzjCLQFFG78frXbvqaujTyHFPhJsSegaWxwg16x7HoEmjvF2aoQRMX6EFdWH9sGBSBJkdzFGSSpe/p+3NUhDhycH6IoBfs0QbDx5aWINBP6sL6DGHQIihFoInBNBwdY43leY6ouTiLNqgxP7P5n0QT6Mn3b0p+vKv8Kvj74Hn1OkOKeaFfGF/uLhwCDQn61OHBV34n2vcUaKE+lftEXaeJtgkj0B6GO09ryG01sIRAU2JafSbebNcKaZSVAk60Nwl0UQZtDipZK1Qbjs5AoCfNPHj5WPyzIwJNCqtH28+8zzFnCIguovNy4mlWKi01ItUMKlk5VNslmrhA24NIGWJ56MkzBJoUjblLXW8dO3Mp7WlLYSO4CaJ8o0CXIdICXZ9o5z/QDiolLtA8oX2ryzTft+6vCDQlGlOXOt45dup8gv6MHLFNFZEuSaRSk97KoOqxAAK9ed/Hv4afTZ1IXx/ODYpAUyTw1Pnk9Klv8k5YgNDt+mUaVOkTHfilmkSgXs+W93e2d1MSYj357wg0QYJOnU9Mn0kIJeDwkoJBoLFv3xXdoJL1SVIXaJlM5MGbRth65dAfgEAnIeDceQ/zTjySSkDWnOQUeiKEUaAzM2gXQ79lyQs0nziv6Qm9QqCJEsyfKekzEXcWTGxQlYVEpOrf/f5vWt4Plb5AS4N+0TxebFeHQNdCMvpMS54VsQS6kFF70xZLpvd7yQGuwb+i3l2U8z5VPn6LQNdDMvrUpANJiATWgrUFmmplKdju8jkfgd6q8rvz1nT6jEytCDQaNk/qyK9aOvqcbRN1OmZtUOlAj0NnJFAzNz8+ttmwDoF6xCbU8TPxM6I/W03UeEWxJlZUOjOBaoY/vxzgUN+FSFpRCNQbjadyyI7vrpeKrc/ZCMBAtOGlAmMfaYSyWPNlt0Q3CBRc0PjTKNBxbZ3Y+pz/NJ2ppzn1MLv67HLoDEbhfYJAPaHzp0mgXvzp+K99MLfnvU1aBm0INNXK7djkU3rXjAR6eF8lFH1v0+8pg0C90HwKA/ozgbxLaT7f1iQj0KNeoKlVc1f6u/pdMxHo4YdHjYQk959YrKivQKA+aD2E/f50v1gsfSb2OPsiBYGqtIea0qh33aZ0MxXo9YU2qdPZS/vCIdDRaIIYsz8DTfUITFIPcngiS1Vn0BRqv2NTuvrXGQj08NyYF++BbVMegY7G6mmboz8TeoQnIonGfYIGHcLGe/PIt6KKFZsipch5jnREN72+q3AIdCQL9+fsHmAfJDTGpKn/pD+OAP1LnhX1Kc/PfPrkrRxtHq6/u2e/Eh6Bjsbq+XLWZ5x+z/mFP75IyKACg0CjfiT6bqqQAj38ott/8/DD5XkrL0gHYge5s580r/zzQptjpLtwCHQcVk/XGH9OLdDVyrMiIYEqJPKxGHtEfV+oUpQ+XXx2tL1HhxHRgDe8XyRbtmvEI9CRWD1cbv6MMPETe1akJ1DjQqZpS6EblD8G7QM1C9RyTyTj20Xzvr3fR1fhEKg3wuRNjrHuCHt2klhc+u8mE13XINBwo/B6VWYhpeWunGZF6rec6yocAvVF78YdTkRZt4k8O0msh7Ql0Mk+uokEeii2jrvOBPq2sZ+cmNI5cl/4GjsbHxGoP3p3jnMh0rJ37NlJW6AJGjTWRxhAoHvjtM2S4UFjT4OfXTljEcKf0bOGgJ7EBFqQhkFDNOG3fQId3m2JQBPF7E/niZ9T+5O405a0BFrSFOhELi0egBAClaa+jwxA8z7Q9mYeJXv6QCPR6U/nqUtT6xOB+iABr2pH6cN+uEUbLMgg0q5Ln6ftTd472HZN9RR6tZoIikAD4zp3flp9Mujuk8Ra+BM16YtpTWFG4Y2DSNYZlESH6lPDi0LU5vhUVzgEGhRHf04cfuJPr6Q7yCT/5v0yIQUqsO6g1CGCzM2fdEHr4ZVlf8ARgTpgPXXe2p+TDx5hT78kJtCMtkADfOZzEGgegm5OHrxtHL95nfe0dgWguh6EseVZG3bPwyz8yfBRIAwCjetVzWC9z88+ZDq7G4cme5urqvP0/uVjkY/+xeU39wYN6CPQ0QT/4k+oT7QZh8gBqs6g/jQ6g3ygV+ZB/RNT76ixcAjUisb3PdjcT78n1UKzPRZJ9JGGMugMBFp0dmp4oEvS1F04BGqDxp9+BTqZPxk1ikgKAs3RCHTk92IOAr1V6Ot7LXuePnHYWQ6BWtD8sgdYfTSNPgONIYAleoFOr1WNQJ2/HMEFelPvpVnRzhI6gOsfX1wWGekvH79571g4BDqYCfw5SeZk9Jk26XSRuvzzsAK9eaXtvxw/Nu9cOAQ6lNaX2ejPpHftQJ+pE7uLVNukH/xtCSpQ0/APAk2f9je5y5+pChR9zoAEuki1TfpBX5qQAjWmZUKgyTP8i5zuvnHYc17EH2PKsByrDzyRPue8wf14Av051pXnxeDvcbr7bqLPhTC1VFsG7fwKBRSoCEBPHnqYS+8PBDqIoP5k4B1siNK4H2zRgALNEinZ7tsems3PGHQAof053ch76AtBcOJ1kQ4xaDiB9mxn5AX7hMoIdAhW/rQ680Qz57Hngog7yBRNoD3bGXnBRaAY1Arz3E/n8HOiFnzwi8CERB2llwXa8GlYgYYebncS6O/BirNAurfuSNWfsFDSGqXPfg3bhEegM8e8+sjBn+H1SeC5PiIO0me/hh1ECt6Ef2Q5J2rze0aw8iyOHn9anSu4P+n4XCOTt+1Vgfr/winTmAIPIlmzwaBW+Ns7LnjeT8bd10nkdUwBBTpFG94WBGpH5wiSzYmm0if+XB2xB+l9n7HuE8i2N7bbsig4m80Rg04P4SeEJZpANwEFetzfGvTspe8LjCHr8sWgUzPN6BH6XD0xBBp0T6R3Ih3T6R8vVR5HC0sRqJFgX7wpdj1CnxCHSZKJJJaNCYNqCPaXm7mfEJPAQemMBHqoc9u/dw1h89vFoC2CfcuC+pPAs+D3HmKXLyKBu0ZnItDDD48a57j/xCXNEwLVo37DOicvWZ03uD5XItA+QdoS+34mJPAAfUCBHl5cGrDtA72+0HrYYXyquN21fYn6aPvTT+75kP5cxcC7b3GuUahhZznNYFfOw3NTJLt5YNuUL2938d8aKzT+1AnUevUR/nRlKnGuxafhDJq+QD/UGyudFBntpSOWa0URqIbGt8qbPwOm/lyqPgMpD6EeQ3WGJi/Qoif19MlbOdo8XH93z6U7tbrdLKnIMr4Xo2l+qfxtHhfKn8vT58QKW61LVyjQrejt/Enzyj9Fz+gXVmeTBYpBBa3vlLcRpEAsa9VmEr5aoUp9kbpARQPesB5U5Ly3a8Qj0CbTr90Yx3L0ma6dcOlwphDo9Y/FyPvh79bzN3ddzXTRvLdK+KQIFIPOzp+L0OfsVLRol458AIIL9N1FPfdzv9k8tFNoz8ZKO3N4aihcVToMmjFTf8Yuhyvz987yVDpyYCmwQD9UMzgzge6sm9w9GytlDXy7jPQIVCGAP0NPnJ+nPmfvmRYWKk36HkcOzocV6E5dfSQGhE6eWZysZ88O+y096tJh0GOIFfDBpi7NVp+z1IoV81bpuBmiQQVa+PP0mzxQFO1xuxg0oECLcaQUP9LpqL8zHZM/Lc4Xbur8PP05G4v4Yp4uHaHQkAIVI+gnT3+tPffOduaRcK45ZN2794ESgioYZs/bzf0MmbhudvpMXRqhmZdKncPQkGvhM/n9IZvBWQeK1jOPtl3CFWezmgiq3C4haIVh+abd4qOgiT9npc80JRGNebjUzaABBbqvXCm1tG1nHmUn2Tw1vCi6CGy6VNsCxaACD/6cIm/yDEhLCqmRuErTEmgdPMpdlTuHNvzmT7pm+uHVxrYF37hdGvEl3vzpt1jHeUWeiWhgHqTp0oQEmqmvaKzLArXdaW6fDzw9eNs4fvM6TyliFYDqBcq3XLd887MU/Dmbnk/c6U6aKh1IOIE22u2lQK0Hzq/KiVCn9y8fi3z0Ly6/uVcetNx4vnG7GNSIlT9Dhp8zEOgcHvR5MD+Xpi/Q41Wdva7Jial31Fi4xu0iUAMp+HMeM5cSfbDnTioq7WvSTy5Q68VDZWenhge6JE3dhdMLlG99Awd9hvKn79N6BXlOgIVL/X8KfcNKYftAix5KWaDWUzfFuV7fa9nz9InDznKt2y0EyldfIYHwcwb9n7hzamxV6uGj6ZvaNPkofOfEzi6uf3xxWWSkv3z85r1j4TS3u7bvf/84YxL+THv8ncgzMm4udfi0eqaHTj0PdG8/cu4T7e2u6xnon6hh4c91zv3EnikxQqXDPsBOhYbe1rixEkms7nTbFt5P4bS3u6bnQPkmdGx+NOhkQfyZdOSJPZMngE87FBpyLfy+HCgvBXrI525aTj3yWri1C7Tpz1EJREL4M+2eT+w5P7wI1ajQoNmYtvlco8f/kY28/+eP3+SjP049oJ4w3O5qHoeWP/XbHw0jVPiZqkCR5yIYK1StYD0iKeqw1cw9sh6C94np78VKnom2P0cL1EexKhKe+Yk9l0rCAlUyKhdY7unhmXULVG2DjPWn99zz6eoTe66HtAR6/Phc0edZc0n7xBh7LNbwaDT6cMb60zfJ+hN7rpnIAr3l3YtzMXZ0/se/RI0+M8xdvit4PBp94Gn5M1V9Yk/oYhNeoCmxZoH2TAC13LzDM2nqE3tCD1PsC58QHbe79KdkgD+jCTTN8BN7Qi8ItGLZT0pPUoTBq48CLDxKUp8En9CP206e3cxToItPKuIpAA039TMlf2JPGAQCLfl56Qbt+aiH+TPA0qO09Rm7KJA2wQX68btH523uR1sMvzE9qJlAF92I7/mkI/vT5ynHQfAJFoQV6McLfSLkeNlENqZn9efFh6AFI2Z/Lt+f2BMs2QQU6AfTXhwJCnT5IWiO+/KjYJmXUtRn7KLAXAidzi49gXaFoIs3qPv69zCZP9PxJ8EnuBBQoPk6+NPH379p8vdoK5LMApVC0AU/QK7+DLXvUSpgT3Aj8JYeG9ttMwPTI9DFh6Dj/OmvHOlEnhnYE1wJuytnzNzJWrpudw0GbfjTavKSP38mNXJE8AkjCCvQfEukhOgX6MINqjBs9nyQ8DMVgWJPGMUk+8Knw2ZgCLqKx2nY8s0w4Wca/kSfMJKw+8KnKlDD87uuEHSQP5ccfqJPGE3YQaQEm/Dihg2P8OIa8aPTh/gffE/Fn9gTfBBQoNk8+pgbyOmQBGoy6HE5Bu1aqTvEnyEmL6FPWBIh09klGIJucoOawiA5BJ3/o9WVgMnCn97LFR30Cb4IKdCsF/Tkpe/zj2Ijh6AGgx4XEoJKGUBb0z+n92cakWcG+gR/BE2onBl0c/b9++hbIVVsegxaCHQJBm34szX/c1j/p6/SJNLzKekzdkFgEQTOSP8qtbXwpUD7BjNm/4w1/SkLdPj8JU+FSWXoneATPBNUoB/SS2c31KBzf8zkHTzc/OmPVGZ+ok/wTkiB7hNMZ7cpB+IHGXSycnlHHkDCnxnoEzzw888/l/18grWls9tU40iLNqgyAK/rAJ2sJOgTlsHPMtXR4Ons7n//vsW/fF9zeOE2xzUYtHMHuSn9mZo+I5cD5snPLcpXOteGuyEv5UxwHqgs0G6DzveR69nCuIsg6zYj+xN9wihM/txIKvGHks7ume+zj0TcrpVBpyqZR0b60+/UJfQJc8fUeA8v0NQC0KLHQrrtBRrU3Z/+p86jT5g/TXUea3sGFmiC2Zjy/1+yQdPwZxLhJ/oEGzRxphZlSNx3IRJPZ1f8p77vrud8lk+foz+9Zg5BnzAjzINEGlR3Bh6FT7IPVA1BF2dQ/QL4vrH3xYWf6BMG0vanWaDN0DNwOrvP01kGLyhvVwm9dQ97WYfzfQTV9Uc9kz/9Jq5DnzAnBvtT03APuRIpC0ET21VOFmjDoOobf567QdUF8D2rjzwnrkOfkCQGQw7s+tT2ewZdC59tbPwwqRi0ul21FvQCnbVBI/ozduo69AkqVn2cekyjRmGzMYlkTGd/fvM2pZVIxQ9Ng6pvbAh0fs/i8Ab8wvImo09oYNPHqcc86B5yLfyj8/ONlqhr4aufum997iHo4BEkj/6M3XI/os910iPIkf7snLK0vmQi1U8LN+gwfI4eRe/6RJ/rpC/CHNFy750yv1qBWoSgCzaob33S9zlLRkdwgV+3Lp+LKXX02PO4doHahKBLfCz9+TP+zE/02UG3X/oENL/XXeqoTb8+g2/pkRrqBITmzTcEUH8Sy3ww/Yef8fyJPjtIT3B+Xw/CEHseVy9QtbANBUif1BKfTf9LN72cyoXV67PbMPaCsjr9bCPMDgbqc9UCbYegTQ1In1Xqj6du/fugxUd+Lo8+o9JjoD5Bgcpgex4RqFLaZju0KXbHmXkAACAASURBVNB0n1DdDvBDVm+GL1lw0CeG9MnGRp/rFqgpBDUbNHwB3agy2Enrj/r2jvPiTyYuTUs6bdyFYmfP4zQCvf7x8vLy8a/H4+Hvsdd1tgXaHkean0GrFMrSAvgp9t6MPfC+Hn1iyCmwDD6Lf+O9FOqv7y7qqUv76EvjWwtZewwqf1fTfVI1Aeh0/qTvMzw00SfAwZ7H4AL9cCHP/czSM8Xd5aNfoMd2CFr8mOzD+lu7B3QCf8aeubQefRKAhsfNnsfQAt2pk+ez7Eybk5hJlpu3azJo/Zv0ZU30cZW28JjOn+hzShBnWJz1GVighT9Pv7krBCo2Oo4bg2qSqVjUQJpPbHsPJLM/Pa87iuXPxeoTU07PCHsewwo0S0m/OXn6a72/XN4h+oXvS1oUTifQeRvU1p8eBIo+fUMbPRIu40aNE3guUS1QEXD+4aejvEGnOBYxBG3frr1A03purf05WqDo0zsMEkVhtD2PQQW6r1wp7XAsMozE2+dDL1B9Hegkkdyj294E3uhPP0uP0GcA8OfkbDY+9BlUoNuqtS5vEb+L2obX3G6nQJM36MT+jNz5uUx90vU5Nb7seQwp0Ky1XjTWZYHG3avTIFBtJehNkdYDbGjAt9/oJ3Ey+oTZ49Gex5ACbbTbS4HKP0+PPil/VwiatEGlFUjloU5/jrsa+vQDsWY8/NrziECPfb2gSRu0EKiygZwGr+HnuJO4shR90liPiG955uf0dKL6jMV/DQL9cHc6gW40GN6mP4HeGek8ybU/uwTqKXFdRH8uQ58ME0XEe+hZndffuYozFv8VM5byVUeyQLOx+an6QC0EOk+D1v40C9TbtnHxw884V/cCw+wxCWXPY4RR+PpoDEw76xmrIXGDZnT60+eum5FYgD4JPiMS0J7H6eeBZgc38VbDmwVqrIfSoMoXP6VHOrA/E8lYF7EIHkCecehvfo6/gvczlj+IOfONlUhidWe8MSTT7XZWbmHQn1M1aObPYHOXYqf8XIY/GXiPQHh55lfxfsbqJxFtnjytBXp4nfkz4kKkLoH2GbTxBCT1XOsnf3povSeScynW9WGmDBj58HYl72esfxTp6zYnj/8jG3n/zx+/yW8mYi4R4+12V3Il0EQNql195C38jL5sM9LlYZ4MGTf2eTXvZ6x/PGzbo+ARlyEduwU6W4N2+XPMedPQZwo1bAnt9VhMK8/8it7PKP+ya91R3D09jLfbU9k6gSZj0ED+jNv/OVt9MloUienlmV/V+xmV3z4+V+7p7K3vy9nRKdDOqkjYoLoOUF+Jl0aewpWZ6pO5SpGII8/8yt7P2Dzw7sW5GDs6/+NfYm/K2XG7Qw2qHEv3KZ/13M956pO5nnGIJ8/86t7P6PuEPhkh0KMmBI1p0L4F8O4kMvNzVv7EnlGIK8+8BN7P6PuEPum43fkYdNACeGeY+ekA9pycljvjiCfklh7vfZ96PF232/8ZaAQawaAig0jPAnhnIs9cmqc+GTmamETkmRfF+xnLHz59vXkQecyoRZ9A+2ojAYP+Vgu08crsE87PVZ9MXJqOtjvjNnlDL+U8efCT7wuMofN2h3wY4klRFTPtM/9bKdDW2LuveZ+En5AmqckzL5P3M5Y/CIFmDn3yL9/XcKZXoINC0J9VzUz51JebyN1pTv4cPfETfUK6pOhOwQQCTcmh3bdrFYLGMWi5iUdz9dFIf/4bfdpAi31KkpVnRshR+MPre/Utnz6JPgn0OESggwzatM1kz77BnyPXvaejz1n4kwGjqdCoMyF3CgJPY1IcevYyukN7bnfQBySenTgG1ftznD7/jT5tYLrSFOjMmZ48M8LPA73Jc9il4dABAh1YITFa8WUHqOLPL0f5E33awHTP4BjUmaI7BZNMpFccev+l7yta0He7Nh/V9GPxGn+O02f8kaM5dX5iz5CYzJmwPDOmWon08bnk0AfRwtAhAnWskfAa6PCn6ynR51AIPoMxU3XmTLiUs3ZoWvvCN95g/bGVBgptgrY/x+dMTmTZe8QiDAR7hmDO5iyYdi38de7Q5QlUaCisDIQ/8/nzuT9nv+HmjDo/GXn3zALUmTOtQN89Tz0CdTBo3Y0YVAcNf47q/IzcbhfMSZ/M/PTGYsxZMJ1AD+8uyqpKWaBW40g50xhU70+XM0Xv+DzOTZ/ggWnVeXj9KGvtnjaXkt+IiZWnzZU9doclphLou0d1fUUchx8oUNtKqRQaUAq1QEfpM/60pSP6XBnTR52HV/U1zmSF1nsMKXsD2x2WmUSg19K+HnFngg65XacPtrRSUC+UGUTGR59JjLyjz4VjFmfgBvunC/lSJ3+tXpB3uZR2B7Y7rBBeoLI9o6/nHCrQsQYN44Yyg934ifM+S2UJ+lw8XeKcoqvz8K16yarLUN3jsooq7Q6rBBaoPP0zhYwig2538OesjitMYNCCscvevRbGknnokzEjFzrFOeEo0b7STTHwUoSPHzIZnb28PXyV/VRGpnaHG4QUqLIAKY28oN4FqjxlkxnUlujaLJmRPhHoYHrEOfUAuwhAPy/buq9q+W3r4+I9hVftDjeYJp1d1OWbMsNud+iH3n7MJugItSWBTs+SWeiTKfODSUycJZl46ok+Qn7PyuNVHFm/ye5wkwkEGjuBiMzA27URaPM5C2RQt2a7lCskukBn0fnJgs0BJCrOkr0aLma/ftU+viu9ane4SWiBRh82UrEQqFsImuG9Gf+Z27D7v/+dkD/noE/s2U3i4qy4eX0hDflkfZniV1WClVftDjcJKtAUho1Uht7u0G+D6WHzalCnRUdJ2RN9zpq5iFNPJdCt0gzP4jvRxWl3uEnIbY1Ts+fRTqCjDFoqY/T4zZdf2vszLXnOQ59H7KlhzuIsKUPJrDNUcmD5q93hFtOuhY/O7e0OU5FVI17/zOXOGGcxB32mZs956JOh9wYexflbgxGvO9xINf7TDCKLENPucIt1CrRfR3Yh6ACDOrhMsmdzC3gzidlzLvpsz0lbK74jzqYemxq0e93++ruy9zJTojwVSTLl8MMtJhDozY8vvjk/P798/H38Nn0l0F6Fjm/EjzSopM/P7jgI1O5qgZiNPiHUkvXIAr3alObL+kIbSsymKdkdbhFaoAd5Mv3m5GECSzkHtooHf3F6DerQjJeDzzt3LPyZzpz5I/qcDSF7OeMKNPNnMZg+S4Fe3W18ICdPfV/Pivx2Byl0+Pen36CWWpP0maVg6vZnWi32mt/R5wwIqc4EEP4sph/NUaA7zQfz0PcFbShvd4hC7QTaY9CKXtsp9vxNCLTr4ol1eZagz8RZuDlzdpI/5yjQ0p/3LzPOi9+MqfUmoL7dfoV6CUFbSZZ7BsmVYfchjZYkBToHfa520GgV6sw4bBXdzG8QSaQz2Zy9rQ7kqVEMaU0mQbndPoXaGdT4omqSf2swFMnkT+WfJejPuehzbQI1m3Np6hR8vFDDtcbEpGxmp2a+Us/hFiEn0n/bjjdFTKqdkDoNjdvtVqjFV6vzYVRtojNoJcCqOFnm5MKfnf8gPWZgz2rSfOxyTMXK1CkQ4duJtH59dhPp97r2+i5uCNq63c6WvK9vmMYoBiFmBSl/zQVq1GeaAp2TPlfhz/WZM0cMHym7ecxuKedOF2yKsDReL6jmdrsU6uuLZpKKRojS7yIAnZU/56DP9YSfK1WnQNfUnVkykToPn8I+ahtee7tmhfr7vhm9IoWc4ndFoMe+PtOkQJ+psGJz5gh/PmwcVBPUbTfavHV9h5uEE6iSkLQm65pIblvjWAbVXLYp0NmAPpNg7eoUiP7P1oxzxUi1h+wONwkrUM01zbmdp8B8u6EF2m7Gf6mPfPOt3z+zW38UmzkMvC++8xN3FohMxJp4MQsjz3L3iH07v3A53ACBVmi7Qf0b9PfyWr3+nI1A56HPJYefuFOmyh/SIB+Yf/qrbve4wYcbhO0DNTThE+sD1VGZzeMXsbSM2Z6qP2ci0Jnoc6lzP1FnE2kztpJCp/Pa1nirverOGAxPgaVAb/H6fWwptPmGXJ/H3+bjz9noc4lrj3Cnjn27UkoPbaVjkoXsDisEnsbUaqyLvw5JTWPSowSJ3uroyy9lhbZfL/x57M0gkggzsufSwJ1Gtu2aKY1z+Js2orQ7rBBQoKIPodFaF3ObUppIb+TLBmOvXJ6nQzmflf489mUQSQP0GQnc2UmHQLMN5+5tsr0uG7mJ7Q5LhFwLL25EWQyQL0+N14K3vF0XhxqaidJpjNqp/DkL0GcMcGdihBRo0Zl7v9gX/vDukfg93hi8w+02A9FelYqOtvYblX9rMM+M/Pk7+pwe5JkgQdPZfajSKZ+c1z9GTMbkdrvdBm28IkZ6jQItf9XaZ4b6jF2SThY0aIQ7UyVsQuUPzYT0kf3peLu3xTYJtKXWnxWDms85CwVpmZE+lyFQ5Jkwgbf0OLxqfPSRN0VyFqi0G123QBWDdp10HhpqMSt9LkCguDNtgu/KeRDjWDmnTyLvKed6u+ZvrqZ5P/jJnYWJFGZiz6Ws2USe6TPJvvA312/evHkbf1PjUQId/i+HP7rz0FHJXPS5jPATd86CkAL95aeOt8XB9XZDGbSh0ITnz89n3H0J+sSecyGgQD99vTnpmIEahWkEamHQz2QtJbuA83f0OSHYc0ZMnZE+Ms636xCCDnmGs5mflZoSzSAyI3suoPMTec6LyTPSu3N4/6bkvauX3W/XIQTtf4qLtUeyQV3LF4jf56TPuYefhJ7zY/J8oG4cfnjUGJG879Q7ME6g3g1arT2qFOpavCDMy57Hec/9xJ6zZBYCvb5oTugQnL20L5z77Vp+rQc9y9LazfRENTd7Hme89gh7zpXA+UB9NOEPz7X6zHhg25QfKVBrg1q8Py1dzdCeswV7zpjA6ew8LNyUloOenOdIRyzPP+Z2XQw6/N2//fZbMi3mVMqxBpDnvAk5D1So78HIyaBFSqfTJ2/laPNw/V2+wMmyk2BKgZoy2+n57bemQiO5K34JVgT2nDtBVyJ9zBvfp3+8VHls0fJuJxUt+adDctFRtxvyay78mf0Q16EJCHw9YM8FEHYivQGLsFGX1r7EIb39uNsN902v/JkRy6HYc0Kw5zJIXaDajZWUK1htsDReoOPrS5c2WRFoxtQyS6HzwJ65jrpjz8WQuEBFkGlWpPVip5G36+Mb3847f+fOnaY/M6Zy2u+/z9Oec531qTwKsQsDIwko0MOLSwPD+0AzCXc00rMGvtUwUnSBftbe+OhOLlDdu4ObrSnP+dhzpquOsOdEHF4/ynr/TpuD2Fa7x5lOIjFJOjt3embjW0/WH3u7Y7/3Bn+aBHoM6NCWO+dkz5kueseeEyEncldGoHfVYaVdqz1sPIkMArVj3Hff5M87Rn9m+BfdvOV5nGf4iT0n45OydFFqwso7Hkvzd7SHjSdRSFygPRlJ9hP3gZZPgdu/1eizCkD7/q035c3encdZ6hN7ToiwhkQVY+2Uw1WwqT1sPIlK4gIVfxuMUz3FPVpNBB1/u+6PgNafx2H+zNCoz1J/S5Dn3PUZuyhrYC9Cxqw/8/BOniwu5kRmGTQOV3eloFJ/2HSSBqkLVNzGU8OL4i+H1XJ7D7fr9BjcPu96fx47O0CbGBxqEqH57TN153GOnZ8EnxMj4qqqYfqqduK2Pi7HXtrDxpM0mECgh19ei7H37986nC0PpP+ka6bnfbx2KZt93K7Lk/BzYVDNS7oZTN10e3EQlsVPhznrM3ZR1oI6MlL3AipTeuo36Q+bTtIktEAPV/ekr9B9e4eKEHRz8qD5L29e5ylF7PI9xRToz1p/Hq39WbA6dwrmpU/sGYO92t7el/2a6vFdKQ/9YdNJmgQW6NXdjYpxOoCRq/Kfnt6/fCzy0b+4/KaystU6JE+3a/9AfBbuuV+RPDPQJ/Ry8/pC8kLWxSl+rZQpqJRoOGw4SZOgApUnUpWcmDo0jbQkPOJkfm7X+pn4LKBBBYsV5mzBnqlQuW+rDKVnbXTR/2c4bDhJk6ACLadXnWddoFXUaBk06j0ssE+VF02goQ0KSYE+06GMMLN+TEmN5a+Gw4aTtAgp0Hx61Vnde5lPB3BIsnx4fW/T5PSJw85ynm7X5cnAoGsBe6o090oc+7sdyrCQrMYi8jQcNpykRfBkImojWzjVba/j6x9fXBYZ6S8fv3nvWDhPtzveoOltwAleQJ8qdxq7dY/93ZZd2ejNfCTP5ZQEqjlsOEmLwPvCt8Je+6mbXokpUMWgCe5gDOPBni0iCzQbg86FmHVjNkyZNYYNhw0naRF4U7nW7H37xUNe8Xa7Iw067o/qmphTvwf61BBXoFd1wOYu0KuOqC+cQA1zT62Xr3vF3+32PyaaifOlQUe2StbDjDqOsWeCCPUVbW9ngconaTH5vvAet4t3wLNAO86mX7hZCAF/DmM+y47QZ4rsZPW5CnTX5c85CfTw/k3Je9cQ1uPtdj8shpXvhRLw5xDms2wTe6bIYauoz20QqXGSFmGb8JoZS4aJqj0cfnikTmLa3G/mlB5WOI+32/nAGPxZWAF/9oM+YRQfL1T1NcyT+Ukzjak8bDhJi8CDSO0rN9aYDuL6YqMjy0BlWzift9v1zBj0eaxGRVyXwK+E+SRdwp5pIpLUnUiDMC4T6VsnaRFQoNoNiwxxaReH51p9ZjywDWUnE2gf9jmYVgX6hHGIkR8184b9Uk7NSZqEXonUbK3vrAPQD/VS+JNiIr10xHJVk9/bdX9yWtsYgwT6hJHoVuzYJRMxnKRJ0LXwr5r+Pvytv0QNis2RT5+8lf/Z4fq7fHGn5XiU59t1fXh+Q6AdoE8YiVDfw8ZBtfdwu9Gms9vWOtWepEnYdHb/lcWKVSrPfEX752/f1/QPBG2NUfQ/OxLtGwuXkEC9lmRJzMOf6DNdRKu1lalNyZxcdzAaDhtO0iTkWvhHVWNbtL11nZi9AaS4C0PMKqbq2zXifd+u+gSZR45U8GcnM9Bn/Q2OXRJoI1qtmpGfLBg7y40jttz8ouuw6SQNgicT6aZXoLuuN4krWGXH83670kNknLlUUUz/xJ8zB32mjSn1Rz6m/vRX3aZyrcPm/CEKiQtUBJnm29ANU3UXLohAs5N+Zpo6L4FAlwD6TByNeAqFWGxrbD6JSuICVfon2mhnSnUWzv/tiifps6H+vIM/5w36TJ592zOl+7bSMWn0RHO44yQKiW9r3LPw03pdaICv/W3NDtKn3p8z6O+DGuw5A7Zm94lpQG0dag53nEQBgY5mmD7LDEy/tQW6doPOpgrQ5yzodN+NmAp02lwI3jq8EIGa92MWWOfG83+7A/VpasDPY8pOSGZTA+gT2iQuUH1W5hL77Mzeb7fUZ/95DR2gs/FHGFh0BLMmdYGKvlzTbFb7/UECCXTIg2UaQJqJQEJQZQxJ/vbRJ+hJXaAiyNz8SddMz3c7tlsYGkSgFguSdCPw81CIf9AnzJ/AAv343aPzNvctxn3y6QQnD942jt+8zlc5daeaSo3Mn62DhUYiFCcitT5jlwRgDMNdNgzphB/1eTztBs6vyn91ev/yschH/+Lym2qb+M61AuErzxadP9doUPQJS8HRk2ZrVT9JiehU7FIoXZlOk62/si1coFbYyJqcSVPWG3Npu9N4hx6irESyzEGXd3ZqeNCZ6lRbOB+3q5u0NPYpm4lQPDGTu0Wf0EdAgeYrTE8ff/+myd9tE8nnifBUTp847Czn4XYNsz4xqAWzuFX0Cf0E3hOpP5/eYK5/fHFZDEJdPn7z3u0k42/XNG3e9KwN3oBzVQZNH/QJQwi7rbFdrrkJ8CVQ7al1T5vFDvAYNB3QJwwjrEBttywKjh+Bms7dfuDuWAiUdfGpgD5hKGEFajlaFJ6gz4TmmbPx50y6BhcP+oThhBNoY4f6NIgh0IBXnAsz+suAPsGGsINIy2jCD0q2lJ+9+eDhz+OsOnfRJ9gRUKDZPHq7PTPD43C7A7PVFafn2Wsym0nz6BPsCbkSKXwIGjyhcpXt00KgPH4180kYgj7BhZACzXpBT176Pr9MYIF+ZulPo0FXugkS+oSlEzSZiMhFd/b9e4clQ8MIKVB7e+YX0DyDrrvIzUM9JtAnLJ/A6ez0q9i9Dc6HE6ibPo9agzpvwzkX/ehAn7AGggr0g490dl18emSXXHTw7TraM79E80kcKdAZGKjNfOxZ+zN2OcAjh9ePsixup82EQ0M3lZP5cNc8mBNSoHs/6ey8Fs5OoG6XaDyMI/aBn5OGVOZTbvS5QOQEbmeyQnfVYWWVueFwcbJvO0bD55DOzmfhLATqfo2NPH9+hD+P81XoXMqMPpfIJ6XpK8lP3qxYmmJpOCy9GkOgudXvf/++hTZOnoRJnpTNHX8CrfsSfZQMGuDPJZJvpKYJ2HbK4SrYNBwu2DckrBJ2KWdyS5GMt+veZG+jZBAZ6c/jfIPQ9EGfyyRXXtafeXh3IUWVYouMs5e3h8UuF6WcDIcL8oZ0BIGKC1vtOTwBptsd0efZRvizvNJofx5RaBjQ50IRoVu1W++rWn/b+rh4T+FVw2HpZNEEmloAOp1AyydzfAAqwKC+2eDPpaJObhQGfFYer4xUv8lwuOC2ef/5/4gmUK+jRYf31Z4gzlPzq9ttCNOnP4+FP7NrefJn8qPaaZdOA/pcLns1ityX/Zrq8V3pVcPhnNvm/R/+0bUmfSbp7A4/PFL7hTf39VO2+gqXlc51jrzdhfwKNOVx7fn1MKDPRXPz+kIaCcq6OMWvqhsrrxoOC7Io8FlnUo/Ao/B++kCv9RPyz+zX2W8+U/BSOsOVMjz6M1F+lohdlqGgz1VRCXSrRHSZG0XPp+HwsfgnX3RnRQqczu5zD8vgD8+1+sx4YHv6zVT+FI/p0v35888z9CednyujDOSyJrHko/JXw2HBPndrJIGKko/fVe5DvZ7ppNiVUzpiOUq1mUae4lILF+gs7Un4GYHm4/ZZA4v3Oly9GotRY8sq8jQcziiXcMYSqJgf8HBkDFqsZzp98lY+0eH6u3yneMte1s008syvtQnqz8jamqU90ef0NNXX1KfmtY732l+/CuMyk8gzlCSBag4f82C0bPvHEWiejOnsz2/euq9EEquszn7SvPJPeY7s0MJN+ehkAg13vcjymp880WcUIgv0qoqymjtkFFo0HD7mM5h+VQ+1CbkW/tH5ub7r0iJsFA14Q0+qw1qnkA9PewO5oE9r5PhvdvbEn3GIK9DMn8VQtq1A9/IE/NkmE9l1vV1cwaqXNeDTo9nBOOzzOss2dDzQ5woR/iwMYSnQfAaTckhH4gIVQaZZkTtzeGooXLDn545uC/jAj+xUCl2AptHnGtlJ/rQV6LY+PGOB9qwHzW4+6KZyw9H5c4JtOgM7dJ4j7S2qb17sgsCEHLayPy0HkXaSWeINIo2mZz1o8F05h6P15xQbHYcS3M8t/J5/QtDnGvl4ofizOV+pXCmpP5yFZtUqIARaEVSghiuGf3JDCG45/kSfq0QMP59ISyGtJtKrKUI7Gs6JC7ROpaJln04fqPmKUzy8gQXq9czTgj7XiRg+Uqc/2izlXIpAxTRQ41TPdva+PiI8SJGe37Hqm786M+j8XClCgI3YyiaZyGIEKpJLPzW8KO7SKl9JjCcpqkDNGlxOG90I+lwrwgwPGwfVvHXbjTadXXF4MQLNE0L/SddMz3fes0tXEuVZivIM9/mx/friBIo+14ro/2yFXcqUnnoCj+GwxIwHkYoQdHPy4G3j+M3rPKWIXcK8OE9TigZdvEDR52ox7SaURZdnuR3Fvp1fdB5W/t2UAn103sd9m4Hzq/JJOL1/+Vjko39x+c298qBltqdJnqdWCpF4T7KNQGOULxjoc8WY0sDlA/NPf9VtKtc+XDOxQI3z57s7E4xc3TWe6MTUO2osnO/b1Uz/1ORgivwwL9GQnVRfkNgFgQhoVvAUOnXa1nj2Ai06OzU80CVp6i6c59vVrD/SJgHlaZ4S9Llq9m1TlFLcSseklrrhsPTyrAV6q9DX91onOX3ikGnU8+3qFsDrsyjzQE8G+lw525YrKoEe/tY61HFYOuGUAn1x2cdjlyTL1z++uCz6UC8fv3nvWLgAAlUPmbLQ80xPA/pcPR0CzQaf74noq5GT2HC4OuF8R+H9EkCg6hHjLh481lOwwZ8wKQh0DPoRJP02HjzYwUGfMDUI1Ctd28jxbAcGfcLkIFCfdG/DyeMdEvQJEUCgPunZx5gnPBjoE6KAQD3Suw88D3kY6PyESCBQf/T6E4OGAX1CLBCoPwYIFIP6B31CPBCoA/r9j4b4E4P6Bn1CTBCoPfoNOHVJRPRF4Hn3Bp2fEBcEao12B/jjYIFiUG+gT4gNArXG4M92GlBzIXjofYA+IToI1BqDP61KwXM/GvQJCYBArRntTww6HvQJSYBAo8DTPwo6PyEREGgceP5HgD4hFRBoJFCAK+gT0iGgQD/9z+ZWxPFJ6LHDAk6gT0iJkAL9enNiv+1bWFJ68BCBPXR+QlqEFegtJ/ptRiKR1JOHCixBn5AawQW6cdw/Mwwjbnf89M8W2MAK9AmDObx+dDdzT7MNbLmp3DtxlvsvjQYLKdBvq4hhc2YuwaS4365p/dEoEMJw0CcM5vBKco+s0F11WNm/2HD46m55OM6unMp27mcvfV/JAefbNS2AHwlOGAj6hOF8uthISPKTdzz+4th3eCef5Zn+UqGnMd28vluX4X50h44TqO6FwSvg9aCFIVTfoNgFgTlw+Haj8Id/FC8oRqyDzUGHDTHoBPNAPz6XHPog7tSmUQLVHR+agskIYugFfYIVeyG8rD/z8O5Ciio/ZCLKWsIH0TYvldh1WJzl5lUjNJWYZiK97NCoU5vGCFR3eFgS5U5wQw/oE6wQAejn5aDLq9qJ2/q4eE+hxI7DZf/pXo5jFSZbiXT9XIqGo01t8n27HgSKQTtBn2BJNv2n+bKdVAAAIABJREFUtp1w4rPyeNUQr99kOJwFoPVZthtDL+iUSzllh57Facp7vl0f/sSgHaBPsGavtrf3Zb+menxXKtFweKcoszpJk4nXwn+sHXr61PeVB+D3dv34E4OaoPMTXLh5fSHJLgslxa8GJRoOb02NdpUpBXp492gjczZ9Z2iaAsWgOtAn+KASqKrErLEuej71h7P/6oeNVCYTaDEelgefxZCScXZqMLzerjd/YtA26BP8UEaYWWfo5/V6nvJXw+FCu4fX55tYK5EkFHtmCzuLYfkhMbLfwvkWqK9zIQsV9LkcvuzA5X12VMNCVchZUESehsN7od1qKVKclUgFUsv95GE5/n7428bULxsQy9vtXH3kMQA9YlAF9LkcurQom3Ho+2zZlZppNsolgWoOC4HKU+kNQzbBBSr3e6qz6KXpV5Nhd7udyzf9+rOShsczzhX0uSQiC/RqI89LapgyiysNhzN3XipDNvq1nGEFqkxcaq7jVCdaTYPV7Xavf/ctUAyaQ+fnsogr0KtaffYC3RRZkHKN6YO9gAKVM6LoMtqp812nwV6gphe9+xODZqBP8MiV1E/oItCv5PNMPZG+ygdad3wqNHtvp8BaoKbXAvjziEJpvYNPdrIEHQSqzq/XzmoKL1Bj+pBmyafAVqDG18IIdOUGRZ/gkcNW9qflIFJmTGno3dhcDizQrgR2N2+nXxHv7XbD+HPVDlnxrUMAPl4o/my2eLMJn5ppTOXh/aY1u0k7lSmkQB+ls5VHiU+BejpTk5VqhM5P8EqejU7qt7SbSJ+AQFNkDs/nGkWCPsEvYthHXSxutZQz829kgR5+efPm760Y9PDD5fnUPZ8183hC1yYT9Ame2WkmHlklE2l0epYt+xaB+0Db14wx9l4zk2d0VT5Bn+Ab4c+HjYNq3roqw6fhsJoB1KitKAKdfAl8xVye0vU4BX2Cd0T/Z2vtpZI5uV7GYzisdoJWC0KbTC7QGOuPagbcbpDdN+1Zh1bQJ/hHTKDUTHsXm3Tk7hH7dn7RdVicpDRoY1KTRACBHt7nXGcCffte5TorYcoCDbN9sQMrMAv6hBCYwsV8YP7pr9rd41qHRTdAdrhYyjnZpnL7TR8J94EG2v/diYXbBX1CEKolkDWFTq22NW5sjmyI+kI04bebHqZOYicVbpBAJynKAJYsGPQJgdBEcKVxZDVJEaX+sGJQU0LQEAL9IO0DryNeADpMoJOUZBCLlQz6hGBoArgqqvybNoozHX5dmcy4/VCQQSQ1JG5w+jDi+qQhAp2kIENZpGfQJwSkQ6DZhnP3Mgk1N1Y3HM539Dgx5vMINQpvHESKtR98VbjZPbPLUw36hOUw+TSmuIy83VApRDpZlm7QJywJBGpDFIEuyaDoE5ZFyGQiN/Gb7E3G3W6gJKC9LMU66BOWBtmYhhPLn8dlBKHoE5YHAs0YNnkpokBnb9AN+oQlgkCPQ2fPx/Tncd4KRZ+wUAII9MXl5eNsqufh9gc9j9Nayjls+WZkf863J3SDPmGxBBBoOfiuWZJakFgykVkEoMeZdiKiT1gyCHRgD2h8fx7np1DsCQsHgQ5bvpmEP4+zUqj8iccuC0AY6AMdRioCnY1CsSesAUbhB5GOP49zUCjBJ6wEBDqEpPx5TH1aEPaE1YBAh5CaQBNWKPaENbFogeoGsJxOlJw/j4kqFH3CulitQK1Szyfoz2N6CsWesDoWLdA21e0mtfeRO8kYa3yUDzBDwkxj6iH+NKaUNt8cRwrWwp6wVsJMpO8h/kT6xfjzGFuhhh4SgKgcXj/KdoQ7fdDYDc5uT6Tr5/d0J5FYsUBjlcE/0fSFPSFJDq/qb6WyoWa936Wyt7r+8MeL6vADU6N5vQKNVYQgRLAY8oRU+XQhfzWlLd2t9oVXtmf/gyEIXWkf6PKY1mbYE9Ll8K0hYFP3W6+CTf3hRi6Pz/XSWuso/AKZSmrIE9JmL+LOrD/z8O5CiipFSHn28vbw1V0pMjUcFloVO8JfXyi+VUCgC2LTJPgl/F8AYCQiAK0Cxle1E7f1cfGewqv6w+LHUpo7YwiKQBdGQIkiT5gD6n7qQoTPyuNVf2j9po7DlTOzk+hHbhDoAvEs0dbpsCckzH6jjBDty0hSPb4rvWo4nAm0PrxFoIL1PPkelKcTJ/KE5Ll5fSF1WGZdnOLXyo2CyquGw60INJ0m/M3/iT6NaRhpLoEfjqP6TOLEnjBDKoGqUWQlSMNh0TUq94FKQa1EaIEefnkj8+Ly8jyFeaCDSDEHkzWdNrQk9r0A2FNGmI0osvzVcLgYnM9H4Z9vjNIKK9Cre9oHcR4CTS8JqCuIE1bLJ3mPNrkZXkSehsPHxkR6aTa+QlCBvjI8kAh0ehAnROLfBc3fmwx4v8PVswC06tSUm+GSQDWHMw6vS4WePJlwKWf10870YBom9U+Axe0uy58CxAmT09SfSZ+a1zXvt778VRWwZQFlw5RZWGk4nPGuXhF6ZkonElCgxVKok3PRjj89P++T+QQMv90F+hNgeuIKNPNnMcZuK9CD2oDWL0QKKVCxoOrzn6SprDeiSPrRrGlAoACTElWgV5L6bAUqMozEXMq5rYLnqhtC/oMQhcG3iz8B5s5OFp+lQMUQ0lPpRPphpHACldaS7ut+T/Oi0kmwEmjQkgBAUA5bJXC0HETaKkHnzhSChhOotMRUWpyqLDydnqG3SwAKMG8+NhrejflK5fL2jsPa+fUNwgq0KEFWKDlJlKE/dgIG3i7+BJg3ogl+InUX2k2kbwSmxmwikwhUhMPFrTS7HKYFgQKsgav25COrpZyartHIAv2qUe4oDLtd/Akwa3aa+eZWyUTiC9TQbm/0LUzMoNvFnwCzRvjzYeOgmreuahXrD2v6QCcWqNxul8qIQAEgKMoUpAplADt7iyahcn24PQqv7XkMKFDpmnWx5B8jMFigwUsCAGEQayA1s80zJ54Vs4EuNsqWHu3DYh1QKWHz/PWAApX+DEiSjzsRdKhAgxcEAAJhmumTD8w//VW3qVzrcL615/0qnd30CZXzEjwQA2HVvk3ij0Pyo/AAMFca+xFLs0GttjVWstkZZ6+HzMa0z6+ciVP8ePb2/bu7cddyIlCAhbNv+bOS4lY6JoVx+sN7JR+oQVpB84FuqxIpW93PYSknAMwTWYcNgR7+1o4/zYc/xk1nVyaEqrKZdsfCk4BAARZOh0CzDeey7JqnT/6l/hvD4evn4rDIyaQn8J5I1xelLyubx/QnAgUAjwTflfPwS9lgFxskRU2njEABwCfsCw8A4AgCBQBwJOQ80F/evPl7q8F++OHynHmgALAEAm8q1160OYdsTAAAQ4gi0MTXwgMADGJygSabTIQV8ABgSQCBHt7nXGcCffteRewQmqJAScEEALYEEKhmKWqDBPtAyQEKANaEaMJrllKZFlZNjel2f0OgAGBNCIE28kAlFIB2C3TaogDA7AkyiLTr0ufpw4iLOQ23iz8BwIEwo/DGQaR/9f7zsOhvF38CgAuTT2OKCwIFAH8gUPwJAI6ETCby//9/0ZvsTXS3iz8BwI2wEehJM8NzbDS3ywwmAHAk8L7wEWcsaTEJNEJRAGD2hBOo2Ecu3v6betq3iz8BwJVwAk1xDKl9u/gTYIEcXj+6K/aDa2ynadg9TrBvRXxd785BoAgUYGHk+wHnKDsS12t82uvJM2OpAu16d0HAPtDtHJrw+BNgaXyqN3TfKPsAy2k6mvtiHFrC6np3SUCBZkvio+5hrEEn0CgFAYBAiOEXiaohrK4xV6NK4U9FoF3vrgg5D1QkFWn2QcSFjPQAS0ck1BRTKA/vLqTwUQjp7OXt4au7m0Z0V0hXEmjXu2uC7sr58XmePuSPlyqPbSc3vXt+fn5+/88tF1v3syJQgIUjXFhNoHxVy29bHxfvkZrlH4tGvyTQjndLBF7KqcdybOmqSo+X/T2QQaAAoKJaoZ5OmR2v4kjlTfWY0zPlLPp3K8xAoK/kf6rmwkOgAKCyV8PFfdmBqR7f1brMI7SHV4pAje9WSV+gjfz2yqQEBAoADW5eX0hDPllfpvhVlWDl1fyFk6fiSP268d0qAQV6eHFpwKYPNN9h6eTPb968yFvycmcuAgWATiqBbhVZZO4oujh3ectWFajx3SpBB5E8kA+O/Skveh5qSwZFoADQSRlKZiqRHCj9usunCikCNb9bJXWBigC0ip1zndYGRaAA0EXliGYQuW26QxFo77sLUheoNJdAsFP6UBEoQOr87g+Hq+/KCCyThTwVqV+gne8uSFyg7ZROikERKEDaeNSni0GvKl1kfaENJaqT4xWB9r67IHGBKpOxcoRBi6AUgQKkTVyBXtWTO2cr0JsfX3xzfn5++fh7+/T0OkOKeaFfGF/uLlxROpbAA0xCVIFeSUMo8xTo4XW1jCgb/rHdE15ryO1G7tZwESg5mACWz04egp6lQK9kfW7y+ao2aJrw5Vj8s6OzQEkCCrB4DlvZn7McRNpt2jy0OZl+XxCxxunkmatA2UYOYPHk+UHq5UONiUmZWoZPY2q/uyCoQEt/3hfrj86L34zJnXXod6b7UOSXGiFQm0IAwMzIHSEFX71T45ObSC9uYXP2tjqQJ+ezSrK81yt3nxvUSaD4E2DpXLUSZ/QuzkxtKWfeVanKT56DNIj8JO2xpzxn6n93ECj+BFg6OtH0pQdJLZmINnjcOYWgm5MHbxpzoK7KPlUECgAKO91oi5qgrr1l276lzK53FwQUqLb7UkSU1r2gurj1yk2g+BNg4YjOw9Z8H2VKT/aWhjpUgfa9uyCcQPUD6KKUNm34yqCtjPp5F6ulQPEnwMIRs3Q08WIWRp7luhD7djaUogq0790FYfeF1zTWzS43ko89tSvk47cIFAAa7Ayt3Hxg/umvhm3iGgLteXdBWIFq5GY9cJ7x8btzbfkztdoL1PLiADAjNFthSKnnWwcrGgKNva2xT4GaufnRaovPDf4EWDb7lj8r+8n7A7Wa5E2Bdr+7IGwfqKEJb9cH6pMN/gRYNo1d1GSBHv7WEVG2BNr57oKAo/Bb7XV3HTYPDwIFWDgdAs02nLt3+/vpE01muJZAO99dEHgaU6uxLvonrKYxeWWDPwHAGwEFKkaxGq11MbfJaiK99G/fvyl579oHQEJlAPBHyLXwIpRWlqPmCVIcWvCHHx41gvL7HWF1R+EQKAB4I6RAi+kE91/m8eLhXS5B+zH464t2r0bm5pf2hUOgAOCNoOnsPlTplE/O6x9tG/CH51p9ZjywbcojUADwR9iEyh+aCekd/Cmd4+Q8567z2RAoAPgj8JYeh1cNf9puilT2A5w+eSv/y8P1d/dc+gMQKAD4I/iunIfX9yp7nj6xHz1vj0SV/NNhRAqBAoA/JtkX/ub6zZs3b11GzbVzoUoc5kQhUADwxyQCHYF2Nn6J/ax8BAoA/khcoD35l/VbznWAQAHAH4kL1JBUtMQ6uSgCBQB/zECgHYZ029YYAMALAQT6y5s+/j641Y1AASBdAgi0nQ+6yXDnGTZWKrHeYAmBAoA/EheomAZqnOop9Go1ERSBAoA/UheoSM/f2qC0QGxaYo5PdYVDoADgjdQFKoLMzZ90zfR8majd9iAIFAD8EUigJw90iy9dyHeIOnnwtnH85nWeUsQqAEWgAOCRcBFo23luXJVx6+n9y8diEP/F5TfV+nrL3UEQKAD4I4BA39XJ47049KqdE6/kxNQ7aiwcAgVYAYfXjzJvnDabwl3bxO2bDVrTSSTCTKSXHHrfPm18k1ZOvMrP1v0ECBRg+cjKUFK57arD7bZrNqtcFqjxJDLBViIpDh27D7ycE69q0TvkxkOgAMvnk7IHkLQWXN7xuDn/8ZC9+GzASRRCLuV8V+/FcTbaocfrH19cFhnpLx+/ee9YOAQKsHDyqTs11ayfnXJYjUGFPyWBGk+iEngt/LXk0L+Mduh4ECjA0hEzd06ybs7DOznrukgunG1FeRDjKkpQWfjyWe9JGoRPJiI51KnV7RUECrBwhAur+eGvalVu6+PNRYwfi/b6s96TNJgkG9P183pPTqft3F2LomG6qwNABNQUQ3U6DSU3pvKmerjoWd9JmkyVzu6j5NA/+5pk31sUBAqwNvZqcLkvuzvV47taiflEyYdXsiRNJ2kyYT7Qj9+VDrXcStMjCBRg6dy8vpBkl/V8il93m2YfZ/Gu7IWTp+LIs76TNJk2oXKx/hKBAsA0VO7bKubJ2uhFH+cu325dFajhJE0mFWg5r8mbQEmoDACdlIFn1o8ppR6Sft3lK3K6BLozvTadQKWZ9QgUACahcoQUcgq2TXd0CNQsmmkEWsykKgaRvGVqQqAAyfNzgxGvO1x9V/Z1ZrKQ53LaCHS3MeUtmkCghx9ke3qdxoRAAdKmqcemBu1et778VdXizboxGwJVp3aaBXplbjaHFqiyil2fA2UEnx6dn99HoADJElegV/XkTneBSidpEVSgZdJjAUs5AdZHVIEK9RVtb2eByidpEU6g9bTPjZdkIl5AoACrYSerz1Wguy5/hhKotPDIS0pQXyBQgJWQ51eq1Oc2iNQ4SYsQAr2W7elpYw9PIFCAdZDnB6nV15jGlM0D7Rdo8yQtgu7K6WtbJH8gUIBVIHLXnUhCNE+kL9AItHWSFgE3lZssZ4gFCBRgDYiRH3UjDuNSzoK2QDUnaRJqW+MAWesO79+UvHcdkkKgACtAjPyofjQnE5GOPGv+g+ZJmgRtwpuwX8p5+OFR4xz3nRSNQAGWj1Dfw8ZBNUNdYwekY1ug2pM0mYVAry+0pzmzH91HoACLR3RdtrY8VxIqZ29peKghUP1JmsxAoIfnxhM9sG3KI1CApZOZUjejMws6z3L3iC03G7scqQI1naRB+gL9UM+JOil25ZSOGDYbNRYOgQIsHFPqj3xM/emvuk3ljk2BmvOHKAQQ6M37Pmx6Lz/lPj598laONg/X391zCGYRKMDS+dQO4aTU862DFYpAzSdRmTYjvQNiIYB2JsE/OzYbNYFAARbOvt3mLd23lY61zKEItOMkCqkLVETdhpkEYqs8u0Y8AgVYOFuz+w5/69ChItCOkyikLtAs6DY200WYPaCfogaBAiycTvfdiPya2sSaSxSoCDLNityZw1M9CBQA/JG4QJWpW200k7m6QaAA4I8ZCLTDkGzpAQARQaAAAI4kLlDRB2peDrCnDxQA4pG4QMVgmHGqp9Cr1URQBAoA/khdoGI+q2lFv1hY0L9cVQKBAoA/UheoCDI3f9I10w+vNrYteAQKAB5JXaDFkqr25iDllslWASgCBQCPJC/QPK1+xun9y8ciH/2Ly2/uda4O6CgcAgUAb6Qv0OOVtMdng5PefKfNwiFQAPDGDARadHZqeGC9bR0CBQB/zEGgtwp9fa9lz9MnDjvLIVAA8EcAgf5f32fMuf7xxWWRkf7y8Zv3bidBoADgjxBbejx03XQ4PAgUAPwRZE+kM8udiqYDgQKAPwJtKpdqEIpAAcAfoXbl1O5i5InDi8vLx26GRqAA4I9w2xprl196wTqJXQ0CBQB/BBBoOW0zWBCKQAEgCYLMA313ka8TcpmpOQAECgCdHF4/ylYwnjYX23RsKpfl3dCm1vhw17yvUJiJ9GGDUAQKAB3IixcVCe069tjMvKITaJYRbmKBHo8fiyD0v/k+/RGBAkAXny6UjBm1/OTNipuZ2A/ZizqBbjcRBHobQt8NFYQiUAAwkicRrqlksVMOqzGo8KdOoPtNFIHWQahtxqReECgAGMmVl3VzHvLhmCLYzHZB35y9vD0sMrwpUiyk2xbop69jCbRKRPe55yAUgQKACeHCaqeKV7X+tvXx5nZqRbTXFmgh1jgCPX58HiIIRaAAYEL1Q72xb3a8EqHypnrMqSXQ21b/5/8jmkCrGU2GPgk3ECgAmNirweW+7O5Uj+9qXeYt5YdXGoHetvr/8I9tRIFWg0kIFACm4Ob1hTRAlPV8il93iiArr+Yv3LaS922B5jObogr0eNXOhYxAAWAaKoFuFW1kFik6RHd59iONQLciZo0p0I8BmvAkEwGAgZSBZ9YZKm2CLv26y5crtQW6z10VT6Bl5+zJpYKj/XwUDoECrImqvSqFnIJtM5JrCbRcwhlNoOUIkv3mb6FAoAATo2mDuuJw9V3Z15kJVF591CvQLEYt2/4xBHp4XoSf3mfSu4NAASbFoz5dDJoNreeezPpCGwJVtdgU6K6MWOMItNzO/UFKyekRKMCkxBVo5s/CirYC3csT8KdPJlIsR00p/DwiUICJiSpQ4c9ispKlQKXcTNMLtJr8mVT4eUSgACtiJ/nTVqDb+t2TC7Scu3Ty0vfJx4JAAVZCnl+pmlJvN4i0k16dWKDVwtIEt+ZEoADrIA/j6iVJjWlM2Ri7WaBZuFrJdGKBFr2fZ8mFn0cECrASRO66E2lQyDyRvkAWqJo5NEe7/ifYrpwJhp9HBAqwDsTwkZrN3biUsyAlgZ6ZIt7IIFCAFSAEqPrRnExEOpKIQNMMP48IFGANCP89bBxU09m1d0BKRqCphp9HBAqwAkT/Z2sGupJQOXtLw4iabEw5Ew8i/SXV8POIQAGWj9jGSKPCLOg8y6Up9u1s7MuZikB9n9AnCBRg6VT5QxrkA/NPf9VtKndEoENAoAALJ99HU0FKPd86WJGqQG9+fPHN+fn55ePv/+X7WtYgUICFs2+P/5Su3ErHvtD9u+QEqm6JdBJ7eB6BAiyc7aZFKdDD34zxZ5oCvWruKBc5OxMCBVg4HQLNNpzL9mg7faJpDScoUN1sqoe+L2gDAgUAfwQVaOnP+2InpHNj7DwdCBQA/BFSoGLWwObsbXUg3yPJGA1PAAIFAH+E3BPp23a8qVuiOiUIFAD8EVCge117fRc3BEWgAOCPgALd6YJNEZbG6wVFoADgj3ACFapszwrYR23DI1AA8Ec4gSq5T2o0WVAmBIECgD/CClRjSsPhiUCgAOAPBAoA4EjYPlBDE54+UABYAgFH4bfa8fadLg/KZCBQAPBH4GlMrca6yNXHNCYAWAIBBSpWcjZa62JuExPpAWARhFwLL9JKKVszf7zQZjKdDgQKAP4IKdAitf79l3kUenj3SPwebwwegQKAT4Kms/tQpVM+Oa9/jLnpMQIFAH+ETaj8oZmQPrI/ESgAeCTwlh6HV8189HE3RUKgAOCP4LtyHsQeJDmnTyLvKYdAAcAjk+wLf3P95s2bt/E3NUagAOCTSQSaDggUAPwRQKD/1/cZPYJAAcAfAQT6deSBoi4QKAD4I4RAN2dRpyp1gUABwB9BBBp9tpIRBAoA/ggkUHUJfDogUADwRyiBbjZ/SjEIRaAA4I8AAi1XH6UYhCJQAPBHkHmg7y7yZe/RFx61QKAA4I8wE+mTDUIRKAD4I9RKpI9FEPrffJ9+HAgUAPwRbCnn4fXdBINQBAoA/gi4Fr4MQp/6vsIIWulJAQBG4N1R9Y9XeRD6eTpBaOS6BoCF4d1R0s8fn4tLpBOEpt2Ep3TuUDp3KJ07odPZFTOaVOJtK7e2D8MnlM4dSufO2krXykjf3hcJgeqhdO5QOnconTvhEypf3UOgA6F07lA6dyidO6EF+pEm/HAonTuUzh1K505YgZYrkk4uFR5HW+K5tg/DJ5TOHUrnztpKJ52wHEF6kMw8prV9GD6hdO5QOnfWVrrqhIfnm8QmMa3vw/AJpXOH0rmzttKVJyxm0W8epJSSaW0fhk8onTuUzp21la5IJvJteuHncX0fhk8onTuUzp21lU6ks3udYvh5XN+H4RNK5w6lc2dtpdvUc5dOXvo++VjW9mH4hNK5Q+ncWVvpqi09Utyac20fhk8onTuUzp21lW5T9H6eJRd+Htf3YfiE0rlD6dxZW+mKXTkTDD+P6/swfELp3KF07qytdEKgZ3/1fVo/rO3D8Amlc4fSubO20mUCTTP8PK7vw/AJpXOH0rmzttJtvk41/Dyu78PwCaVzh9K5s7bSbf6Savh5XN+H4RNK5w6lc2dtpUv6dgEAUgaBAgA4gkABABxBoAAAjiBQAABHECgAgCMIFADAEQQKAOAIAgUAcASBAgA4gkABABxBoAAAjiBQAABHECgAgCMIFADAkVQEeig2t6s4UfI8Xz+/d3vs9MHb5ErXU/DJSvju0d2shh7/1Hopct1lGEoXu+62Gx2fSxlyY9Zdd+li111RiuKDfaDZkzL+985UOp91l4pAP33dcU/lzvW3nLUFEbd0nQWfimpv6lseqDUUve46She77voEGrfuuksXu+4E/3W3rqCGpBL43hlL57PuUhHoh7vme9rLr508S6t0XQWfCunL2ixA/LrrKF3suusRaOS66y5d7Lo7tgK5r+TX4n/vOkrns+5SEei++UWp72nv7WYnKF2M8jX/oP7hH6aCx6i74aVLRKDloxa77qxKF+OzbRZQclTsurMq3SIEuru9jS+0r+QP4P23WZeGiGWkJ3AqzKXremki8j+1J0/+dfvja/G3tYqhEqi7jtIlUHcqIjIpC5RA3akopUug7nbCPaKL8/qRqqEE6q6jdF7rLhWBZn8v9IH+TvrzkfemfaV9X0jMpet6aSJ2spVyXz2TX4pbdx2lS6DuFETpKr0nUHcKauni152Q5InyTVPsHrfuukrnte4SEWh2v/o4WtSEeu+T/zkzl67rpYkQFVQ/WHJ9JVB3HaVLoO5UtnKckkDdqSilS6Du9srfQuGoskAJ1F1H6fzWXSICzZonn2s3WN6ptS8+m6n/8ppL1/XSRCjfjaNSYQnUXUfpEqg7BfWZS6DuFBpGiF93O+UvY97B8Kx+KYHvnaF0fusuEYHuTb0SouEiv7KN0PdjLF3nS9MgKqg5xJgrK4G66yhdAnWnoIZNCdSdQiOoS6DuGh2JosKe1T9Grjtz6TzXXSIC3Zm6SVp/vfYR2gPG0nW+NA2ZkQxrkJB0AAALVklEQVT1kUDddZQugbpTaDeRo3/vJNTSpVB3ZkWlUHddAvVad4kIdGvqlWg9gTE6f4yl63xpGvabzu6FyHXXUboE6k5GNPK+Un6N/r2raZQuhbprWFGyZgp1Zy6d57pLQ6DZ/d3e7rvn2ffkPJvyUtJ6ApW/JbFL1/XSRGzNf04TqLuO0iVQdxKNMe4U6q55cbk4CdSd0q2o9HumUHfm0nmuuzQEmt3uF+/qFSsPO6YKdj2TU5eu66VpqL6bN6/Pb386/bO0bC5+3XWVLn7dyTTGaBKoO5lm6ZKoO6VX4WpTV08SdWcsnee6S0Og5qUB7f7n6XukU16HVCjq8LwqwQNlqmDcuusqXfy6axZUjpri151Eq3RJ1F0+Wz6fqi4+4LKESdSdsXSe6y4Nge6a91TdVPtv1/RLMMyl63ppGvLuJWVxr/LHJ27ddZUuft1JtEK8+HUn0SpdGnWnJjmoDZVG3ZlK57nu0hBovm5VrPcr/l6UPRYpfBjm0nW9NA1CUf9xV/t9iF93XaWLX3c17RAvft3VtEuXSt1d3as+1tOnSuFSqDt96TzXXRICzVf4VV+R/G/HV9UrkT8Mc+m6XpqIKrq7//a2FDevpNXmCdRdR+kSqLuaVoiXQN3VtAPQROrunRzkVYkKU6k7fel8110SAhXPmfQnVvRfiL8KKXwY5tJ1vTRl4W7/npZ/YdP649NRugTqrmbbDPESqLuaVunSqDupZzunXPyeRN2ZSue77pIQ6PHmx0dn8i1U096S+DCMpet8aRoKRdXxSVJ/fDpKl0DddVw5gbqr0NVLAnUnpdkqW8JSsyx23RlL57vu0hBok3oxWCr9KTKtpWqDXgpDrii5huoGX/y66ypdi8nrrqKxdjsjft0pF+6LkCLUnZJm6/hRZD/Ku7dTqDtz6VqMq7s0BVrnAkjhw2jRyFQw8KUgCEUpX406AIhfd12lazN13ZXonqD4dVcy7PmevO4aabbk3xOou47StRlVd4kKtFqJlcScsiYda3unXvar+WZUFRS/7rpK1ybWcvPGqhVB/Lor0ZWuzeR1t2/+aawPJFB3HaXTv9m57lIXaBKrGpqkLdCqyuLXXVfp2sQSqK6NHL/u5JL018rkddca2RKftaigBOquo3RtFi3QFNbVtkhIoJoGXvX9jV93XaVrE0mg2jZy/LqTr9sfvUUR6Ff6IwnUXUfp2ixVoOIzSCGzS4uOHEOd6YdC0J7jUikqgbrrKF2byesuR5vvN4G6q687QD5T152mL3ubzveuq3RtRtVdEgLV/70Qt5tAbsGO0nW8NBXtFl5VqATqrqN0CdRdjrZWEqi7jusmUHc8szlJCLQ1DCb1WDTvd/qnrKN0XQWfiNYYg/T1jV93HaVLoO5y9IOw8esuR1u6BOqua+1B/LrrKJ3nuktCoK3JgdJOOvH3V+koXVfBJ6K1UDqpPZE6SpdA3QkME6vi151AX7oE6k47zl2UKX7ddZTOc90lIdDmYK28A3b8Hf46StdV8KmQt5A9FnOGk6m7jtKlUHdVOdqPdwJ1VxWjVboE6k4707Koofh111E6z3WXhEAb6waulOnXInlKkfQ0zh7THaXrKvhE5IkPy6yw6pqL+HXXUboE6i5D3uZOJn7dZRhKl0Dd5UUoc3SoOTni111H6fzWXRoClVauHq4fbZQazx/Bs5fHMr/K5IFAR+m6Cj4VeYLY06d1vqPq72n8uusoXQp1dzSPcCRQd0dj6RKou7x+ToqUxXKerRTqrqN0fusuDYHWec9KHtavNTJIR4hSOkrXVfCpaGaIbWztE7fuOkqXQt11LORLoO7MpUug7lpFkCwZv+46Sue17hIRaPOmHsqvXSkZzWNMou8oXVfBp0KpIPV5i193HaVLoe46hogTqDtz6RKou0YRzuQNr+LXXUfpfNZdKgItukqKm32pvvbhQlsPaZSuq+BTIW1fcPJEjVfi111H6VKou445NgnUnbl0CdSdXIT0vncdpfNYd8kI9PaufniU/WU4Ff0WDa6f3zO9NBEdpesq+FR8/C7b9vLk/st2cy9+3XWULnrddaWHil93naWLXnd1EdL83nWUzlvdJSRQAIB5gUABABxBoAAAjiBQAABHECgAgCMIFADAEQQKAOAIAgUAcASBAgA4gkABABxBoAAAjiBQAABHECgAgCMIFADAEQQKAOAIAgUAcASBAgA4gkABABxBoAAAjiBQAABHECgAgCMIFADAEQQKAOAIAgUAcASBAgA4gkABABxBoAAAjiBQAABHECgAgCMIFADAEQQKAOAIAgUAcASBAgA4gkABABxBoAAAjiBQAABHECgAgCMIFADAEQQKAOAIAgUAcASBAgA4gkABABxBoDAHPn292WxO/hq7GAAqCBTmwH6T8VXsYgCoIFCYA1sh0M9/jV0OAAUECjPgw10h0M2z2AUBUECgMAN2t/K8vP3fF7ELAqCAQCF9Dt9uNif/+2uGkSA1ECikz170f24ZRoLUQKCQPlvRes80+od/xC4LgAQCheQRk0Cflf9p8fH5vdsXzp/ohuivxWunf3wZvJCwShAoJE8Zem51w0gfLzYFJ0/FaL30jnfVa9mLAN5BoJA62RCS0OJesxppf3dT85Uq0FcbmYdMIgXvIFBIncyKwpuiDf9V6zWJP8oC3W5UmAMF3kGgkDq7ag3StjmMJJS6OXv5a9bb2fDkTvz24O3tjzev77ISFEKAQCFxRAs+d5+IN+VhJCHJL4q2+dVdWaDivVWDX5yEWaTgGwQKiSP1fFa9oQUiAP1CeWf1+1Y1ZvOfAvgAgULibKUsIjvVis2ZodtaoK05T1lEyixS8AwChbRRTCja5XVXZnNek3g5P9CadS9CUJKRgF8QKKTNTjGhMozUijKldvqu1WLfMYwE3kGgkDSNvsv9phGPqq3yOiRtL5zf0wkK3kGgkDSNgXdl2Ki9OL6KO4V325CRGfyCQCFpdhoNlsNI+5YSqygznyCKQCEwCBRSRi/Com1uL1CG4cEvCBRSZt/lQQQKsUGgkDLN9ewFeadoXx8ok5YgNAgUEqYx7zNDxJZ53FllGanYKgJl0hKEBoFCwjRWHgnqNZpd80C1uUMBPINAIV2EEJsj5/tqGKm1vr1rJdJxd/rnt2GLC+sDgUK6aFrwRdyZu3HXsGSenEn/TxuJRwB8gEAhXVr5P6ujecu9IcU8u7I+G5P0rwC8gUAhWQxBo/Bk3rAXIWe5V8cHTT7Qciekg9jeg3n04BkECsmy1weNUnLk/oz04rXDVbY3JwmVwTsIFJJF34Iv1CjlqFcpBdpeDs+0JvANAoVUkcbUNS+Uq5Fkg579L/lfHF7hTwgMAoVU2ZmGffLYsnil3hd+8/DXRhbQK8muZ7TfwT8IFBJFaFK/eH2vjAhdP896OE+f/EuTRvn6+Xn23vM//xS8vLBGECgsiHYaZYCQIFBYEFvmesKkIFCYL7tzdXVmNquJuUowIQgU5suuMTm+ubQTIDAIFOZLnVdEIC2FB5gEBArzJZ/PdP/lv25/vnkn5jMRgMKUIFCYMe0dPxhCgilBoDBnGpt2nuBPmBQECrNGWoi02TxgujxMCwKFmfPxu3ORue7+E5LVwdQgUAAARxAoAIAjCBQAwBEECgDgCAIFAHAEgQIAOIJAAQAcQaAAAI4gUAAARxAoAIAjCBQAwBEECgDgCAIFAHAEgQIAOIJAAQAcQaAAAI4gUAAARxAoAIAjCBQAwBEECgDgCAIFAHAEgQIAOIJAAQAcQaAAAI4gUAAARxAoAIAjCBQAwBEECgDgCAIFAHAEgQIAOIJAAQAcQaAAAI4gUAAARxAoAIAjCBQAwBEECgDgCAIFAHAEgQIAOIJAAQAc+X930CLUMIf8KwAAAABJRU5ErkJggg==" width="672" /></p>
<pre class="r"><code>image.plot(t(matrix(mibackgp,15,35)),xaxs=&quot;i&quot;,yaxs=&quot;i&quot;,xlab=&quot;Age&quot;,ylab=&quot;Year&quot;,
           main=&quot;&quot;, axes=&quot;F&quot;, cex.axis=1.5,cex.lab=1.5)</code></pre>
<pre><code>## Warning in matrix(mibackgp, 15, 35): data length [585] is not a sub-
## multiple or multiple of the number of columns [35]</code></pre>
<pre class="r"><code>title(main=&quot;&quot;)
axis(2, at=seq(0,1,length=15), labels=2000:2014, tick=FALSE, cex.axis=1.2,line=-0.2)
axis(1, at=seq(0,1,by=5/34), labels=seq(50,84,by=5), tick=FALSE,, cex.axis=1.2,line=-0.6)</code></pre>
<p><img 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" width="672" /></p>
<hr />
</div>
<div id="comparison-of-mean-function-specifications" class="section level1">
<h1>Comparison of Mean-function specifications</h1>
<p><strong>km()</strong> takes in an object of class <strong>formula</strong> to specify a trend function, just like with linear lm() and generalized linear model glm() fitting. The following code produces models with linear and quadratic trend. We also change the training set to Subset III.</p>
<pre class="r"><code># create mortality Subset III as in Section 3.2 of LRZ
mortData3 &lt;- dplyr::filter(mortData, age %in% 50:70, year %in% 1999:2010)
xMort3 &lt;- data.frame(age = mortData3$age, year = mortData3$year)
yMort3 &lt;- mortData3$y

# fit intercept only model
mortModel3int_nug &lt;- km(formula = ~1, 
                    design = data.frame(x = xMort3), response = yMort3,
                    nugget.estim=TRUE,
                    covtype=&quot;gauss&quot;,
                    optim.method=&quot;gen&quot;,
                    control=list(max.generations=100,pop.size=100,
                                 wait.generations=8,solution.tolerance=1e-5))

nug_int &lt;- mortModel3int_nug@covariance@nugget
mortModelint &lt;- km(formula = ~1, 
                    design = mortModel3int_nug@X, response = mortModel3int_nug@y,
                    noise.var = rep(nug_int,mortModel3int_nug@n),
                    coef.trend = mortModel3int_nug@trend.coef, 
                    coef.cov = mortModel3int_nug@covariance@range.val,
                    coef.var = mortModel3int_nug@covariance@sd2, 
                    covtype = mortModel3int_nug@covariance@name)

# fit linear trend model
mortModel3lin_nug &lt;- km(formula = ~x.age+x.year,   # linear in age, linear in year 
                    design = data.frame(x = xMort3), response = yMort3,
                    nugget.estim=TRUE,
                    covtype=&quot;gauss&quot;,
                    optim.method=&quot;gen&quot;,
                    control=list(max.generations=100,pop.size=100,
                                 wait.generations=8,solution.tolerance=1e-5))

nug_lin &lt;- mortModel3lin_nug@covariance@nugget
mortModellin &lt;- km(formula = ~x.age+x.year, 
                    design = mortModel3lin_nug@X, response = mortModel3lin_nug@y,
                    noise.var = rep(nug_lin,mortModel3lin_nug@n),
                    coef.trend = mortModel3lin_nug@trend.coef, 
                    coef.cov = mortModel3lin_nug@covariance@range.val,
                    coef.var = mortModel3lin_nug@covariance@sd2, 
                    covtype = mortModel3lin_nug@covariance@name)

# fit quadratic-age trend model
mortModel3quad_nug &lt;- km(formula = ~x.age+I(x.age^2)+x.year,  # quadratic in age, linear in year 
                         design = data.frame(x = xMort3), response = yMort3,
                         nugget.estim=TRUE,
                         covtype=&quot;gauss&quot;,
                         optim.method=&quot;gen&quot;,
                         control=list(max.generations=100,pop.size=100,
                                   wait.generations=8,solution.tolerance=1e-5))

nug_quad &lt;- mortModel3quad_nug@covariance@nugget
mortModelquad &lt;- km(formula = ~x.age+I(x.age^2)+x.year, 
                     design = mortModel3quad_nug@X, response = mortModel3quad_nug@y,
                     noise.var = rep(nug_quad,mortModel3quad_nug@n),
                     coef.trend = mortModel3quad_nug@trend.coef, 
                     coef.cov = mortModel3quad_nug@covariance@range.val,
                     coef.var = mortModel3quad_nug@covariance@sd2, 
                     covtype = mortModel3quad_nug@covariance@name)</code></pre>
<p>Using <strong>show()</strong> we can compare the fitted coefficients of the trends, as well as the GP hyperparameters, such as the lengthscales <span class="math inline">\(\theta\)</span>, see Table 5 in LRZ.</p>
<pre class="r"><code># cf Table 5 in LRZ
show(mortModelint)</code></pre>
<pre><code>## 
## Call:
## km(formula = ~1, design = mortModel3int_nug@X, response = mortModel3int_nug@y, 
##     covtype = mortModel3int_nug@covariance@name, coef.trend = mortModel3int_nug@trend.coef, 
##     coef.cov = mortModel3int_nug@covariance@range.val, coef.var = mortModel3int_nug@covariance@sd2, 
##     noise.var = rep(nug_int, mortModel3int_nug@n))
## 
## Trend  coeff.:
##                        
##  (Intercept)    -4.5005
## 
## Covar. type  : gauss 
## Covar. coeff.:
##                         
##  theta(x.age)     7.1164
## theta(x.year)    11.4885
## 
## Variance: 0.3780314</code></pre>
<pre class="r"><code>show(mortModellin)</code></pre>
<pre><code>## 
## Call:
## km(formula = ~x.age + x.year, design = mortModel3lin_nug@X, response = mortModel3lin_nug@y, 
##     covtype = mortModel3lin_nug@covariance@name, coef.trend = mortModel3lin_nug@trend.coef, 
##     coef.cov = mortModel3lin_nug@covariance@range.val, coef.var = mortModel3lin_nug@covariance@sd2, 
##     noise.var = rep(nug_lin, mortModel3lin_nug@n))
## 
## Trend  coeff.:
##                        
##  (Intercept)    19.0244
##        x.age     0.0811
##       x.year    -0.0141
## 
## Covar. type  : gauss 
## Covar. coeff.:
##                         
##  theta(x.age)     3.6150
## theta(x.year)     3.5492
## 
## Variance: 0.001456949</code></pre>
<pre class="r"><code>show(mortModelquad)</code></pre>
<pre><code>## 
## Call:
## km(formula = ~x.age + I(x.age^2) + x.year, design = mortModel3quad_nug@X, 
##     response = mortModel3quad_nug@y, covtype = mortModel3quad_nug@covariance@name, 
##     coef.trend = mortModel3quad_nug@trend.coef, coef.cov = mortModel3quad_nug@covariance@range.val, 
##     coef.var = mortModel3quad_nug@covariance@sd2, noise.var = rep(nug_quad, 
##         mortModel3quad_nug@n))
## 
## Trend  coeff.:
##                        
##  (Intercept)    19.6413
##        x.age     0.0636
##   I(x.age^2)     0.0001
##       x.year    -0.0142
## 
## Covar. type  : gauss 
## Covar. coeff.:
##                         
##  theta(x.age)     3.6293
## theta(x.year)     3.4746
## 
## Variance: 0.001403189</code></pre>
<p>Next, we use these models to forecast beyond age 70, to see how well they can extrapolate. We do it for years 2011 and 2014 (both out of sample). Compare to Figure 5 in LRZ</p>
<pre class="r"><code># Figure 5 in LRZ
agesForecast &lt;- 48:86
yearsForecast &lt;- c(2011,2014)
nYr &lt;- length(yearsForecast)
nAg &lt;- length(agesForecast)
xPred &lt;- data.frame(age=rep(agesForecast,each=nYr),year=rep(yearsForecast,nAg))

agesObserved &lt;- 50:84
rateObserved &lt;- dplyr::filter(mortData,age %in% agesObserved, year %in% yearsForecast)$rate

# predict using the 3 models above
mortPredInt &lt;- predict(mortModelint, newdata=data.frame(x=xPred),cov.compute=TRUE,
             se.compute=TRUE,type=&quot;UK&quot;)
mortPredLin &lt;- predict(mortModellin, newdata=data.frame(x=xPred),cov.compute=TRUE,
             se.compute=TRUE,type=&quot;UK&quot;)
mortPredQuad &lt;- predict(mortModelquad, newdata=data.frame(x=xPred),cov.compute=TRUE,
             se.compute=TRUE,type=&quot;UK&quot;)

xPred$mInt &lt;- exp(mortPredInt$mean)
xPred$mLin &lt;- exp(mortPredLin$mean)
xPred$mQuad &lt;- exp(mortPredQuad$mean)


for(yr in yearsForecast){
  rateObserved &lt;- dplyr::filter(mortData,age %in% agesObserved, year == yr)$rate
  plot(agesObserved,rateObserved,
       lwd=2,cex.axis=1.5,cex.lab=1.5,main=yr,cex=1.5,
       xlab=&quot;Age&quot;, ylab=&quot;Mortality Rate&quot;,type=&quot;l&quot;)
  
  xPredyr &lt;- dplyr::filter(xPred,year==yr)
  lines(agesForecast, xPredyr$mInt, col=2, lty=2, lwd=2)
  lines(agesForecast, xPredyr$mLin, col=3, lty=3, lwd=2)
  lines(agesForecast, xPredyr$mQuad, col=4, lty=4, lwd=2)
  lines(c(70,70),c(-100,100),lty=2)
  legend(&quot;topleft&quot;,legend=c(&quot;Observed&quot;,&quot;Intercept Only&quot;,&quot;Linear Trend&quot;,&quot;Quadratic Trend&quot;),
       lwd=rep(2,4),col=1:4,lty=1:4,cex=1.3, bty=&quot;n&quot;)
}</code></pre>
<p><img 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" 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" width="672" /></p>
</div>
<div id="mortality-scenarios-using-conditional-sampling" class="section level1">
<h1>Mortality Scenarios using Conditional Sampling</h1>
<p>The <strong>simulate()</strong> function allows to generate conditional samples from a fitted GP model. It can be used to produce stochastic scenarios of the mortality surface conditional on the observed data.</p>
<p>The next plot illustrates these using Subset II data, cf Figure 6 in LRZ. Also shown are the credible intervals for <span class="math inline">\(y\)</span> along with those for <span class="math inline">\(f\)</span> (which in the GP framework are the same except for <span class="math inline">\(\pm 1.96*\sigma\)</span>).</p>
<pre class="r"><code># create mortality subset II as in Section 3.3 of LRZ
mortData2 &lt;- dplyr::filter(mortData, year &lt;= 2009 | age &lt;= 70)
xMort2 &lt;- data.frame(age = mortData2$age, year = mortData2$year)
yMort2 &lt;- mortData2$y

# fit intercept only model
mortModel2int_nug &lt;- km(formula = ~1, 
                    design = data.frame(x = xMort2), response = yMort2,
                    nugget.estim=TRUE,
                    covtype=&quot;gauss&quot;,
                    optim.method=&quot;gen&quot;,
                    control=list(max.generations=100,pop.size=100,
                                 wait.generations=8,solution.tolerance=1e-5))

nug_2 &lt;- mortModel2int_nug@covariance@nugget
mortModel2int &lt;- km(formula = ~1, 
                    design = mortModel2int_nug@X, response = mortModel2int_nug@y,
                    noise.var = rep(nug_2,mortModel2int_nug@n),
                    coef.trend = mortModel2int_nug@trend.coef, 
                    coef.cov = mortModel2int_nug@covariance@range.val,
                    coef.var = mortModel2int_nug@covariance@sd2, 
                    covtype = mortModel2int_nug@covariance@name)</code></pre>
<p><strong>simulate()</strong> takes in “nugget.sim” to ensure numeric stability. The value can be quite small, here we take the nugget from the model and divide by 100. In some cases “nugget.sim” can be left out. Usually if the data is nonstationary and there is no trend to compensate, a nugget effect is needed for simulation.</p>
<pre class="r"><code># Figure 6 in LRZ 

agesForecast &lt;- 68:86
yearsForecast &lt;- c(2011,2014)  # look at 2011 and 2014
nYr &lt;- length(yearsForecast)
nAg &lt;- length(agesForecast)
xPred &lt;- data.frame(age=rep(agesForecast,each=nYr),year=rep(yearsForecast,nAg))

# predict() to obtain predictive mean + CI
mortPred2 &lt;- predict(mortModel2int, newdata=data.frame(x=xPred),
                     cov.compute=TRUE,  se.compute=TRUE,type=&quot;UK&quot;)

xPred$m &lt;- exp(mortPred2$mean)
xPred$fupper95 &lt;- exp(mortPred2$upper95)
xPred$flower95 &lt;- exp(mortPred2$lower95)
xPred$yupper95 &lt;- exp(mortPred2$upper95+1.96*sqrt(nug))
xPred$ylower95 &lt;- exp(mortPred2$lower95-1.96*sqrt(nug))


agesObserved &lt;- 50:84

# generate 5 cond simulations using simulate()
for(yr in yearsForecast){
  rateObserved &lt;- dplyr::filter(mortData,age %in% agesObserved, year %in% yr)$rate
    xSim &lt;- select(dplyr::filter(xPred,year==yr),age,year)
  nsim &lt;- 5
  sim &lt;- simulate(mortModel2int, nsim=nsim, newdata = data.frame(x=xSim), cond=TRUE, 
                  nugget.sim=nug/100)
  
  xPredyr &lt;- dplyr::filter(xPred,year==yr)
  
  plot(NULL,cex.axis=1.5,cex.lab=1.5,
       xlab=&quot;Age&quot;,ylab=&quot;Log-Mortality Rate&quot;, main=paste(yr,&quot;(Intercept Only)&quot;),
       xlim=c(70,84),ylim=c(min(log(xPredyr$ylower95)),max(log(xPredyr$yupper95))))
  
  for(i in 1:nsim){
    lines(agesForecast,sim[i,],col=&quot;grey57&quot;)
  }
  
  lines(agesForecast,log(xPredyr$m),col=2,lty=2,lwd=2)
  lines(agesForecast,log(xPredyr$flower95),col=3,lty=3,lwd=2)
  lines(agesForecast,log(xPredyr$fupper95),col=3,lty=3,lwd=2)
  
  # error bars for predictive interval of Y
  segments(agesForecast, log(xPredyr$ylower95),
           agesForecast, log(xPredyr$yupper95),lwd=2,col=1)
  epsilon = 0.075
  segments(agesForecast-epsilon,log(xPredyr$ylower95),
           agesForecast+epsilon,log(xPredyr$ylower95),lwd=c(2,2),col=1)
  segments(agesForecast-epsilon,log(xPredyr$yupper95),
           agesForecast+epsilon,log(xPredyr$yupper95),lwd=c(2,2),col=1)
  
  points(agesObserved,log(rateObserved),pch=16,col=4,cex=1.5)
  
  legend(&quot;topleft&quot;, c(&quot;Actual&quot;,&quot;Predicted&quot;,&quot;95% Credible Band for f&quot;,&quot;Sampled Trajectories of f&quot;,
                        &quot;95% PI for Y&quot;), cex=1.3, 
           col=c(&quot;blue&quot;,2,3,&quot;grey57&quot;,1), pch=c(16,-1,-1,-1,-1),lty=c(0,5,2,1,1),lwd=c(1,2,2,1,2))
}</code></pre>
<p><img 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" 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" width="672" /></p>
</div>
<div id="gp-spatial-derivatives-for-instantaneous-improvement-factors" class="section level1">
<h1>GP Spatial Derivatives for Instantaneous Improvement Factors</h1>
<p><strong>DiceKriging</strong> does not directly deal with GP derivatives. Here, we create a function that takes in a <strong>km</strong> object and returns the posterior mean and variance for the derivative <span class="math inline">\(\frac{\partial}{\partial x_k}f(x)\)</span> where <span class="math inline">\(x = (x_1, \ldots, x_k, \ldots, x_n)\)</span>. This code is only for the case where the kernel family is squared-exponential (Gaussian), as it directly applies formulas for the respective spatial derivative. See Section 3.4 in LRZ for more details.</p>
<pre class="r"><code>gpDerivative &lt;- function(fit,xstar,i=2,DeltaInv=0){
  # fit is a km object
  #   - requires Gaussian kernel
  #   - requires no nugget (noise variance should be)
  #     supplied through noise.var
  # xstar is the test set
  # i indicates which dimension the derivative should be taken in
  #   by default i=2 (implies year derivative for this example)
  # DeltaInv is the inverse of the covariance matrix.  It can be given
  #   to reduce computational cost, if it has already been
  #   inverted.  Otherwise, it pulls Delta from the km object
  #   and inverts it.
  # Returns a posterior mean and posterior covariance for the 
  #  distribution evaluated at xstar.
  
  if(fit@covariance@name != &quot;gauss&quot;){
    stop(&quot;Covariance kernel is not Gaussian.&quot;)
  }
  if(length(fit@covariance@nugget) != 0){
    stop(&quot;Requires no nugget.  Refit model using nugget as noise variance.&quot;)
  }
  
  xstar &lt;- as.matrix(xstar)
  y &lt;- fit@y
  x &lt;- fit@X
  eta2 &lt;- fit@covariance@sd2
  theta &lt;- fit@covariance@range.val[i]
  c.1 &lt;- covMatrix(fit@covariance,xstar)$C - covMatrix(fit@covariance,xstar)$vn
  c.2 &lt;- covMat1Mat2(fit@covariance,xstar,x, nugget.flag=FALSE)
  if(DeltaInv == 0){
    # T is the Choleski decomposition of the covariance matrix
    T &lt;- fit@T
    Delta &lt;- t(T) %*% T
    
    # Computing Delta through T is equivalent to the 
    #   commented code below.  Included so that the user
    #   can see exactly what T is doing.
    # Delta &lt;- covMatrix(fit@covariance,x, noise.var=0)$C
    # C &lt;- covMatrix(fit@covariance,x, noise.var=0)$C
    # Sigma &lt;- diag(fit@noise.var)
    # Delta &lt;- C+Sigma
    
    DeltaInv &lt;- solve(Delta)
  }
  
  # derivative of the squared-exponential kernel
  dcxx &lt;- -1/theta^2 * outer(xstar[,i],xstar[,i],'-') * c.1
  d2c &lt;- 1/theta^2*(-c.1 + outer(xstar[,i],xstar[,i],'-')*dcxx)
  dcxX &lt;- -1/theta^2 * outer(xstar[,i],x[,i],'-') * c.2
  dcXx &lt;- -1/theta^2 * outer(x[,i],xstar[,i],'-') * t(c.2)
  
  m &lt;- dcxX %*% DeltaInv %*% y
  covMat &lt;- -(d2c - dcxX %*% DeltaInv %*% dcXx)
  
  return(list(m=m,covmat=covMat))
  
}</code></pre>
<p>The following code plots mortality improvement wrt calendar time using the instantaneous GP derivative. Also plotted are the GP backward difference and the MP-2015 improvement factors. Producing confidence bands for the backward difference requires knowing the distribution of <span class="math inline">\(f(\cdot, yr)-f(\cdot, yr-1)\)</span>. We can use the properties of GPs to easily compute this, and also the mean, variance and quantiles of <span class="math inline">\(1-\exp(f(\cdot, yr)-f(\cdot, yr-1))\)</span> through the lognormal distribution. See Figure 7 in LRZ.</p>
<pre class="r"><code>mortFiniteDiff &lt;- function(fit,year=2015,ages=50:84,h=1,type=&quot;back&quot;,cl=0.95,
                           nsim=1e5,log=0){
  # fit is a km object
  #   - requires no nugget (noise variance should be)
  #     supplied through noise.var
  # year is the year at which the difference is initiated
  # ages is the age range for the test set
  # h is the time difference (h=1 for year over year improvement rate)
  # type is the type of difference (&quot;back&quot;, &quot;centered&quot;)
  # cl is the confidence level returned for the quantiles
  # nsim is the number of simulations to estimate the quantiles
  # Returns a posterior mean, standard deviation, and 80% bands
  #   for the finite difference.
  # If log==1, returns the log finite difference posterior f(yr)-f(yr-1)
  
  if(fit@covariance@name != &quot;gauss&quot;){
    stop(&quot;Covariance kernel is not Gaussian.&quot;)
  }
  
  if(type == &quot;back&quot;){ # centered difference
    t0 &lt;- year-h
    t1 &lt;- year
  } else{ 
    if(type == &quot;centered&quot;){
      t0 &lt;- year-h/2
      t1 &lt;- year+h/2
    } else{ stop(&quot;Need backward or centered difference&quot;) }
  }
  nAg &lt;- length(ages)
  xPred &lt;- data.frame(age=rep(ages, 2),year=c(rep(t0,nAg),rep(t1,nAg)))
  pred &lt;- predict(fit, newdata = data.frame(x=xPred),cov.compute=TRUE, type=&quot;UK&quot;)
  predictedlogMortDiff &lt;- data.frame(age = ages, year = rep(year,nAg))
  predictedlogMortDiff$m &lt;- (pred$m[(nAg+1):(2*nAg)] - pred$m[1:nAg])/h
  predictedlogMortDiff$sd2 &lt;- (pred$sd[1:nAg]^2 + pred$sd[(nAg+1):(2*nAg)]^2 - 
                                 2*diag(pred$cov[1:nAg,(nAg+1):(2*nAg)]))/h^2
  pu &lt;- 1-(1-cl)/2
  pl &lt;- (1-cl)/2
  predictedlogMortDiff$lower &lt;- qnorm(pl, mean=predictedlogMortDiff$m, 
                                      sd=sqrt(predictedlogMortDiff$sd2))
  predictedlogMortDiff$upper &lt;- qnorm(pu, mean=predictedlogMortDiff$m, 
                                      sd=sqrt(predictedlogMortDiff$sd2))
  
  if(log == 1){
    return(predictedlogMortDiff)
  }
  
  # use lognormal distribution.  X ~ N(mu, sd2)
  # implies 1-exp(X) has mean 1-exp(mu+sd2/2)
  # and variance exp(2mu+sd2)(exp(sd2)-1)
  # and the quantiles can be taken as a 1-to-1 function
  mu &lt;- predictedlogMortDiff$m; sd2 &lt;- predictedlogMortDiff$sd2
  predictedMortDiff &lt;- data.frame(age = ages, year = rep(year,nAg))
  predictedMortDiff$m &lt;- 1-exp(mu+sd2/2)
  predictedMortDiff$sd2 &lt;- exp(2*mu+sd2)*(exp(sd2)-1)
  predictedMortDiff$lower &lt;- 1-exp(predictedlogMortDiff$lower)
  predictedMortDiff$upper &lt;- 1-exp(predictedlogMortDiff$upper)
  
  return(predictedMortDiff)

}</code></pre>
<p>Finally, we can produce mortality improvement plots for the two methods, including quantiles. Here it is for years 2000 and 2014, see Figure 7 in LRZ</p>
<pre class="r"><code># Fig 7 in LRZ

agesForecast &lt;- 48:86
agePlotRange &lt;- c(50,84)
yearsForecast &lt;- c(2000,2014)
cl &lt;- 0.8 # confidence level: show 10-90% quantiles

nYr &lt;- length(yearsForecast)
nAg &lt;- length(agesForecast)


for(yr in yearsForecast){
  xPred &lt;- data.frame(age=agesForecast,year=rep(yr,nAg))
  fprime &lt;- gpDerivative(mortModel,xPred,2)
  # instantaneous
  miDiff &lt;- fprime; miDiff$m &lt;- -miDiff$m # sign change from definition
  
  # YoY backward-looking
  miBack &lt;- mortFiniteDiff(mortModel,year=yr,ages=agesForecast,cl=cl)
  miDiffsd &lt;- sqrt(diag(miDiff$covmat))
  miDiffLower &lt;- qnorm( (1-cl)/2, miDiff$m, miDiffsd)
  miDiffUpper &lt;- qnorm( (1+cl)/2, miDiff$m, miDiffsd)
  
  # MP-2015 comparator
  mpRate &lt;- filter(mp2015,gender==&quot;male&quot;, age %in% agesForecast, year == yr)$improvement
  
  ylower &lt;- min(miDiffLower,miBack$lower,mpRate); yupper &lt;- max(miDiffUpper,miBack$upper,
                                                                mpRate)
  
  plot(NULL,xlim=agePlotRange,ylim=c(-0.02,0.06),main=yr, xaxs=&quot;i&quot;,
       ylab=&quot;Mortality Improvement Rate&quot;, xlab=&quot;age&quot;,cex.axis=1.5,cex.lab=1.5,
       cex.main=1.5)
  
  # shade the CI's of the GP estimates
  polygon(c(agesForecast,rev(agesForecast)),c(miBack$upper,rev(miBack$lower)),
          col=&quot;skyblue&quot;)
  polygon(c(agesForecast,rev(agesForecast)),c(miDiffUpper,rev(miDiffLower)),
          col=&quot;orange&quot;,density=25)
  
  lines(agesForecast,miBack$lower,col=&quot;blue&quot;)
  lines(agesForecast,miBack$upper,col=&quot;blue&quot;)
  lines(agesForecast,miDiffLower,col=&quot;red&quot;)
  lines(agesForecast,miDiffUpper,col=&quot;red&quot;)
  
  lines(agesForecast,miBack$m,lwd=2,col=&quot;blue&quot;)
  lines(agesForecast,miDiff$m,col=&quot;red&quot;,lty=2,lwd=2)
  
  lines(agesForecast,mpRate,lty=3,lwd=3) 
  
  lines(c(-100,100),c(0,0),lty=2)
  legend(&quot;bottomright&quot;, c(expression(partialdiff~m[diff]),expression(partialdiff~m[back]),&quot;MP-2015&quot;,
                          expression(MI[diff]~&quot;80% Bands&quot;),expression(MI[back]~&quot;80% Bands&quot;)),
        cex=1.3, col=c(&quot;red&quot;,&quot;blue&quot;,1), lty=c(2,1,3,0,0),lwd=c(2,2,3,0,0),
        pch=c(NA,NA,NA,22,22),pt.bg=c(NA,NA,NA,&quot;orange&quot;,&quot;skyblue&quot;),bty=&quot;n&quot;)
}</code></pre>
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" 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" width="672" /></p>
<hr />
</div>
<div id="long-range-forecasts-and-comparison-with-apc-models" class="section level1">
<h1>Long-range forecasts and comparison with APC models</h1>
<p>Next, we produce plots showing long range forecasts including backtesting the latest five years of data.</p>
<p>To obtain the same amount of years in fitting, we input mortality experience from 1994 to 1998, and then use 1994 to 2010 as the test set. The public CDC database does not contain this data, so instead we use Human Mortality Database (HMD) data (for US males). For comparison, we include an Age-Period-Cohort model, fitted using the package <strong>StMoMo</strong>. See Appendix B.2 in LRZ and corresponding figure 15.</p>
<pre class="r"><code># import the HMD data
mortHMD &lt;- read.csv(&quot;hmd.csv&quot;,header=T)
mortHMD$rate &lt;- mortHMD$D / mortHMD$L
mortHMD$y &lt;- log(mortHMD$rate)
head(mortHMD)</code></pre>
<pre><code>##   X age year         L        D        rate         y
## 1 1   0 1933  997735.1 68438.11 0.068593465 -2.679558
## 2 2   1 1933 1028926.8 10329.16 0.010038770 -4.601301
## 3 3   2 1933 1100519.8  5140.05 0.004670566 -5.366475
## 4 4   3 1933 1128155.4  3759.88 0.003332768 -5.703952
## 5 5   4 1933 1156106.9  2932.59 0.002536608 -5.976928
## 6 6   5 1933 1212990.4  2537.53 0.002091962 -6.169653</code></pre>
<p>Next, fit the APC and GP models</p>
<pre class="r"><code>agesFit &lt;- 50:84; yearsFit &lt;- 1994:2009
nAg &lt;- length(agesFit); nYr &lt;- length(yearsFit)

mortHMDfit &lt;- dplyr::filter(mortHMD, age %in% agesFit, year %in% yearsFit)
Dmatrix &lt;- matrix(mortHMDfit$D,nAg,nYr)
Lmatrix &lt;- matrix(mortHMDfit$L,nAg,nYr)
LCfit &lt;- StMoMo::fit(apc(), Dxt = Dmatrix, Ext = Lmatrix,
             ages = agesFit, years = yearsFit)

xHMD &lt;- data.frame(age = mortHMDfit$age, year = mortHMDfit$year)
yHMD &lt;- mortHMDfit$y
# quadratic age-trend
hmdModel_nug &lt;- km(formula = ~x.age+I(x.age^2)+x.year,
               design = data.frame(x = xHMD), 
               response = yHMD, 
               nugget.estim=TRUE,
               covtype=&quot;gauss&quot;,
               optim.method=&quot;gen&quot;,
              control=list(max.generations=100,pop.size=100,
                           wait.generations=8,  solution.tolerance=1e-5))

nug_hmd &lt;- hmdModel_nug@covariance@nugget
hmdModel &lt;- km(formula = ~x.age+I(x.age^2)+x.year, 
               design = hmdModel_nug@X, response = hmdModel_nug@y,
               noise.var = rep(nug_hmd,hmdModel_nug@n),
               coef.trend = hmdModel_nug@trend.coef, 
               coef.cov = hmdModel_nug@covariance@range.val,
               coef.var = hmdModel_nug@covariance@sd2, 
               covtype = hmdModel_nug@covariance@name)</code></pre>
<p>Next, produce the forecasting plots for 2010:2040 (extrapolate 30 years out).</p>
<pre class="r"><code># Figure 15

agesForecast &lt;- c(50,60,70,84)
lengthForecast &lt;- 30
yearsForecast &lt;- 1994:(2009+lengthForecast)
yearsLCsim &lt;- 2010:(2009+lengthForecast)
yearsObserved &lt;- 1994:2014
nYr &lt;- length(yearsForecast)
nAg &lt;- length(agesForecast)
# forecasting data.frame
xPred &lt;- data.frame(age=rep(agesForecast,each=nYr),year=rep(yearsForecast,nAg))

# GP predictions
hmdPred &lt;- predict(hmdModel, newdata=data.frame(x=xPred),cov.compute=TRUE,
             se.compute=TRUE,type=&quot;UK&quot;)
nug_hmd &lt;- hmdModel@noise.var[1]

xPred$m &lt;- hmdPred$mean
xPred$lower95 &lt;- hmdPred$lower95-1.96*sqrt(nug_hmd)
xPred$upper95 &lt;- hmdPred$upper95+1.96*sqrt(nug_hmd)

#APC predictions
LCratesHistoric &lt;- predict(LCfit,
                           years=LCfit$years,
                           kt=c(LCfit$kt),
                           gc=c(LCfit$gc),
                           type=&quot;rates&quot;)
LCForecast &lt;- forecast(LCfit,h=lengthForecast)
LCRates &lt;- cbind(LCratesHistoric,LCForecast$rates)
LCsim &lt;- simulate(LCfit,h=lengthForecast)   # simulate to build a CI

for(ag in agesForecast){
  ageStr &lt;- toString(ag)
  LCm &lt;- LCRates[ageStr,]
  LCquantile &lt;- apply(LCsim$rates[ageStr,,],1,quantile, probs=c(0.05,0.95))
  
  xPredAg &lt;- dplyr::filter(xPred,age == ag)
  # GP credible interval
  GPm &lt;- exp(xPredAg$m)
  GPlower95 &lt;- exp(xPredAg$lower95)
  GPupper95 &lt;- exp(xPredAg$upper95)
  
  rateObserved &lt;- dplyr::filter(mortHMD,age == ag, year %in% yearsObserved)$rate
  
  yLower &lt;- min(rateObserved,GPlower95,LCm)
  yUpper &lt;- max(rateObserved,GPupper95,LCm)
  
  plot(NULL,xlab=&quot;Year&quot;, main=paste(&quot;Age&quot;,ageStr),xlim=c(min(yearsForecast),
                                                         max(yearsForecast)),
       ylab=&quot;Mortality Rate&quot;,type=&quot;l&quot;,ylim=c(yLower,yUpper), xaxs=&quot;i&quot;,
       cex.lab=1.5,cex.axis=1.5, cex.main=1.5)
  
  # shade the GP and LC CI's
  polygon(c(yearsForecast,rev(yearsForecast)),c(GPupper95,rev(GPlower95)),col=&quot;skyblue&quot;)
  polygon(c(yearsLCsim,rev(yearsLCsim)),c(LCquantile[2,],rev(LCquantile[1,])),
          col=&quot;orange&quot;,density=25)
  
  lines(yearsForecast,LCm,col=&quot;red&quot;,lwd=2)
  lines(yearsLCsim,LCquantile[1,],col=&quot;red&quot;)
  lines(yearsLCsim,LCquantile[2,],col=&quot;red&quot;)
  
  lines(yearsForecast,GPm,col=4,lwd=2,lty=1)
  lines(yearsForecast,GPlower95,col=4,lty=1)
  lines(yearsForecast,GPupper95,col=4,lty=1)
  
  points(yearsObserved,rateObserved,pch=16,cex=1.5)
  
  legend(&quot;bottomleft&quot;, c(&quot;APC&quot;, &quot;GP&quot;, &quot;Observed&quot;, &quot;APC 95% PI&quot;, 
                         &quot;GP 95% CI&quot;),
        cex=1.25, col=c(&quot;red&quot;,&quot;blue&quot;,1), lty=c(1,1,0,0,0),lwd=c(2,2,NA,0,0),
        pch=c(NA,NA,16,22,22),pt.bg=c(NA,NA,NA,&quot;orange&quot;,&quot;skyblue&quot;))

}</code></pre>
<p><img 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" 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V05uV0M2mmlDxQKsAAiF6gsZG6sh7f24qmZanLNUrQLFIMCQEbkAhVlzJogXQT4nZqRDMk1W7Hqzy7T1NOWBLAIJiDQGkM2HK5iTG4rg950W6+TQijAAkCgAoMWjQLFoACgELlAG1bjvOtfB5pg0qKqz4tkknrCeABQiFygshuotaun1GunjqD25NYWQuWfTgZFoQAzJnaBijLm6qXloGiE77ZafE1y7YXQ7C8MCgAasQtUFjJX35jC9N1Pq64RfH1yG7WYGPSig0FRKMCciV2gSRF0tT77UNr/5V0ypUinAmhDcjEoAHQheoHuP2YVkUen58/lfPRvzr97nO3cdHy4+qdr9KJm0PYKdU89AERM/ALdfyxmryuzttWOWh+u4enaGjQdm0QhFGDRTECgaWWngTPTJE31D9f4dG0MWmqex6AAC2UKAj0o9N3jij2PXjisLNciuc0GLXUQRaEAS2UaAhVc/fLmPJ2R/vz5+2u3m7RJbsflPjAowGKZjkAHoVVy6w1aFmjLilAUCjA/EKiJTqt9YFCApYJAjXRa7KOtQVEowMxAoGa6TVXfxaAoFGA2IFAL7Weq72JQFAowJxColXYT1ScC7ahQfwkEgBGZtkCHmlDZTMMcobpA2xsUhQLMBQRaQ9WLNQLtaFAUCjB9EGgdFS+aBZrOEXpzQyEUYFEg0HpKBrUINDcoCgVYEhMX6LOTk1OvAm1j0MPubJ76m/YOJY4HmDzTFmhnHJKrh/EWgV5cKAZFoQALAYE20mRQVYepQds6FIMCTBoE2oJag5ZKlJlBUSjA/EGgbVANahdoyaDtHEocDzBdEGgrrGVQgw1RKMBSQKDteGAuhBpleDjzppNDUSjANJmQQHfX7zOuHVbzkLgn19SUZHMhCgVYBhMR6O7nZ6Wqx9MXvzvcp09yW47WzAx60c2hKBRgekxCoFdPTd0vV8dvuz9cn6frZlAUCjB7JiDQ3WujPgVnXUP5fsltO2NIYdBuDn2AQwEmRfwC/fwo9+U6XZVT2fNjx4fr93QdDYpCAeZN9AIV84WsxCrwH9TS5u7qh2Sl+E5TifRPbmV6pgaFpn/RngQwS6IX6KWs7fzNcOQ/smb0Yae79U6uo0FRKMAciV2gMoD/2lzVufu+cxA/QHLbGrSs0Iv2BkWhANMgdoFu68J0Gd5vutxuiOT2NSgKBZgLkQtUFjI31sNbe/HUzCDJ7WpQp0IoCgWIn8gFKsqYNUG6CPD9zkhvpHVFaK9CKAoFiJ0JCLTGkP6X9DDT2aBuhVAUChA3Ywj06pfz8/Pnh0h792vXju+RCrRDGN+vEIpCAWLGu0A/pcMwhefuVqsn3RQq60BfWQ/fBakDlZgNWjPHnWMhFIUCxItngX7OR7ELgW67jx26rOvqKfXaqSPogMk1hPEN04SWDYpCASaOX4FuC6UIgcpO8Wt7gdKAKGOuXloOytt3ut2Qya0YVB2lbzSoayGUhT8A4sSrQFN/Hn2XNJbLAuOqWxk0ueYbU5i++2nVNYIfOLkPqlOEtlVox0IoCgWIEZ8ClaOI1i//KNp6PnUffXmXSPfsQ2n/l3fJlCKdCqBDJ1dVYr1Ac4OWFdrFoCgUIC48ClQWHr8So9iLxnKH0ZcfMyMdnZ4/l/PRvzn/7nG2c9Px4QZObmHEsj9LBk129S6EolCAmPAo0LvclUpvo+6jL/cfH1XllLK21Y5aH27w5KZGND1dWZ82hbY1KAoFiAyPAi0a0NXumtuuMXxW2WngzDRJU/3DDT9ffmLEWoGqO7U4vsscTSgUIDr8CVRE62mwrgpUVIx2a/gR93r3uKKnoxcOK8t5EKg0qFnwVX3aFUqfJoDp4U+gpbg9E2jnwUMZV7+8OU9npD9//v7a8eG8LHnnItBUockuFAowSaYj0EHwI9B9nUCru4sG+WJf5/GdXtIBAJ0YXaCdJ1AaFE8C3dsFatyfClTd1y2UR6EAMeC3DjTtpakKtPPw9UGJRKDSgOW9napDq3F8chM/yQMAI6O3wtcObvfO6AK1m7VGoA4KLW7jJ4EAYGDsfqByYFG30UND4s0vXQqgtiPaCsgtHKoYVL2NpxQCQAWPApV95ksjkeToznBVoBEJ1HZBJ4emCi3fx1MaAaCEz7HwsrQpBgtlAt0l49c3Q39kh4fzJhezDrsLNHOotqchjkegAGHwOhuTnL5utX7+30TL+//1y3fJ6x2uBtSnQCsWu6gVqFWsiUKru2oUWr2Pt0QCgIpXge4uDZII1wS/n4xA1X2NgbzpRt5SCQAKnmek31Ze7Y5regyMV7WYVGgL1esEWt7boFAEChAK32si3b/WXuzj8rSeI+NXLUU6H9TqzSpQ88xO9c1J5jv5TCYApIywKuenNyey7ejkL38LWvoU+DZL5sEHdQa1a68yPik3qF2hCBQgGJGvCz80Y5mlcap6u0BN++sMikABgoFA/aAY1ChQo/csBdDa2ZpuTOcjUIBR8Lmkx7/fv/+1ErTvfj4/md9QTgMWhdYVHEWnJLMPbT3r8w6jCBQgAJ5HIlUHHYm985tMxITRoHWhd01EbhycdKP0uEegAAEIItD5TWdnpqLQ2srLuipNZYinZQf+BBif0QU6z/lALWhLyDW1/tQLVBvhqRZK6QcKEAwPAt1dJ1wJgX641rkSK8MvRqB6c3ytQuvqRrOjemkzD+mrpzPbMsAoeBDondkBCsuoA01pVwitqRotDpv3WlZdGj2hAMvDRwhvGgGvsRn6M9s/XIDgtkUhtC6yV463FShLfgCMgw+Bykk/awg4nUiY2sFahdpLpUqR0nLEeFES16NQAP94aUTa1unzKOR0IoGaV3oaNLnclJmGi7KaUeJ4AO/4aYW3NiL9PvSndX24UO3TXRRq8qdliFLlqqSxPtmDQQE8M3o3prCE6+BT26OpjUDN5fnq1Wp/exQK4BUEOhqOCs1E2FagShGUOB7ALz4nE/kSPmQvE7aLeXuFVgzZUaDFkE8MCuAPZmMala6FUKNTGwSqFUFRKIBHEOjIdGqQrxq1rUDLBkWhAB4IIdAv/305QzmrdKgKdRRouQhKIRTAE74FKiYFVXhzfn6yqLHwJhwV2tqflSIoCgXwg1+BfnxsLDYtXKCOCm0v0GoRlDgewAdeBfqTOexEoG4Kbe1PUxEUhQIMj0+Bbi3+XNZsTDYGMKj9BuYllDAowLB47kh/YH0i4/ijk5PkrV+/WN5YeDOdFVoVqO162yJ0KBRgSDwKVM4L+vVv+/3u+8PGq8OeLzKmD7ekXGQCdYjjS/q0X19nUBQKMBAeBXqZ13aKWH4j931cpS4NRFwCdVCoWv/5oEah9nWQMSjAYPgTqCx3buTmXVHvuQ1aBRqdQJ0VWhQnLdfbDYpCAYbCn0BFFej6x3wzbXlX9oYgPoG696xXFWoxaN1VoZMNMAP8CjS1piiMZtYswvkQxChQTwqtKYKiUIBhGEWgsjo0rfkU632Ea0aKU6B+FFonUOJ4gCEYT6CbYjf9QKv0UKjFoLVFUBQKMAB+G5EMcXvYaZbjFagHhTYIlDgeoC+euzGlcftd0f0Tgdqp69jpoNCmIigKBeiJR4FuC2uKis/UmspmAOIWaB+Fmro0NQoUhQL0wqNA5fLwL+Wm0nkpbEfQ2AW67xHJVw3aXARFoQB98ChQ2ZN+dfab2L7MtCkHyNMKX8twCm0jUBQK4IzP2ZjuirmX5Obxh+tPj8KO5ZyEQIdTaKsiKAoFcMXrfKCXq2zykKQ0Gnw2u6kI1F2hparQlgLNrgudaoCJ4VWgOzn70kZspnPbyfnswo3knI5AB1KoEKgyeF6jtB+FAnTG85pIV08zX94/Hd+f5fkzBaN9eH9cm+Q1g6rTN1X1qe9HoQDd8L4q5+7fWcAuF0gadTrliQt0CIWqSTf7U9tfq9BIM/Am9APAgmFd+MjppdDyr4dJn20VGuNv0I1G6KeBBYJAo8dNoa4CtSk0tlL8jZ3QjwYLAoFOALdIvurPzJS2/ZpCNYeWzw+VExKDK29vb6tKDfmMsBBCCPT+vzKUsyNOCq16MjGlbX+NQmMRqKpHIc0UbROHwngEEOi/HjEW3oHuCu0h0JJDq+ePn/6yFm3+vC1dMOpDwtLwKNDr62vDYdGdCYE60VGhJk8KU9r2WxT6II7eDKkOcz82+lOJ6kd8TFgYngS6k32WVqujl/rBpGs9AnWkUyTfW6AXtsb8AAJNNHjbzZ/phTgUvOFHoB8f5S/a8W/KsXQ/AnWmg0KHEOiFuS1qbIPeOPtTbFIhCt7wItCt+qIVI4/uX6e7vkagPWirULP3bm7M+zvfaMQU9/On2OznUNQLNnwI9E5/07Ly5r+yYukTJhPpRzuFzkagqfh6+DO7TYNDa/qWUn4FIx4Ems68dPzi/ZtEmRuxO5+PSYvpx2YeAm2nULP3HkxOoAP5U2zWGrIZr8mESeJBoHIm+vVb+cdH8aqJImg2l8j6ZcPlfpmLQBOFOhjU1ibU3cRjJXRAf6a3azak4cOQKJjwINCteL2yOZPvkj/u09nszkIWP/dzEmgLhc5BoJmzhvKn9V6NJ9zSGAVVPAhUTKOcL9ohI/eHWVT/dugP68qcBNocx5v9aR/i2dHEIyQxJn9qBVjXBMHM8CDQ71fqoh2iPPr1P+Q7F7DxKGNWAm1WqMGTtZOMdBOo/+lDbyqjjgL7M30oHAopHgRarMAp+Jy1vR8HnIg+Z2YCbVKoUZTdBWqefeTBA98SjdKfA3SLgvngR6BKT/lMoGfhi5/7GQq0i0LznSWFNunTZuIL1aIeUhavP9Onw6HgXaDpYkiboT/GjRkKtKE1yexJ1aAt/NliAtHBRPrARlz+1LpFOSUU5sBIAt0M/SmOzFKgrRRa2pkXQluu2mldG8Qk0TYmtXqyEXF1HP4U/8Ohy2YcgQZcyFhnpgJ1mbU+F1Jng1oOWUTaGXmfm0zsB0/VKtpit+SRrCcM5s89/ZuWzTgCfVVz/qjMVaD9FNryfEuR1VZJ0MaTNqr+zLcsItXsVjzSGP4UWzh0oYwi0HCzL5WZr0BHUGg+YEfb27E5qu0nJRtVfxabJYka/blajeNPCRJdIAh0RvhVqDLksdhZ27rkyI3Zn8bBl8mnaiXR8iOlu737k1alJYJAZ0V3hd60VmjitZJBPQjU6E+jPZV5UZRw3izQUfwp/58/3SD/ohA3CHRmdFXo4UVvVy+ZiVMzaFlWAxi0uHkHf4qq2TQN1UcS2TKeP9VWJSw6exDo7Oio0JuWCs21qRi0Kqu+BlXkXPizWZ+JQkVCTI80tj9LJVEsOmMQ6AzppNBEh40KVcqd/gSqFm4r/tR3XtyaBGqeLjqIP/dapSgWnSkIdJZ0NejFRZNCFbXlnjPJqodBVX0WqlS0WOvPxKDmRwrmz2QDi84XT5OJ/P19xi+PtD8lvwbrV78UgXZRaOGtGoVqcsv+ahRoF6PKe5a7KiW7FRPW+FMa1CLQNFPC+DPZxKGzxI9AG2BVzhHo1r8z3bQqVPNnVg3aIFCjU2v1WfFnJSrPjxs9ad5t6Mk0vj8TkOjcQKDzpa1CtdKlOZLXC6CZQesFapSq/QFutE6fhT9Nt7eJ8ta2EJTMj/D+pKvo7ECgc6ZDF/niL5NCS/40FA3LsjTvtevzoupPs6WTE2wfbRFoOlYpz5hw/pT/R6KzAYHOm9Zd5FU/Pig7tHzChblw6CLQ7Na3lUGbtlKuPKG7QB8oE0QF9qfYxKHzwINAv1w38fvQn9n+4ZYm0HYKrfjxge7Qqj/tBjX702LQ3MypNYtTb+y1BOJUm0CNB8SNVIVqzgvjT7mJRKePB4EOfcMhWaBA2yjUJEhFoYYCaHKRVaB2sxr1mfpTOTdVi7mtyPIBtQJVHBqLPwU4dOIg0CXQZFCzIdViqGnSUHOA3VqgyoeW/Zk5z1rVWdMBwLhXU+iDfs4b0p9y6waLThcEugwaFGoU6EUllG82qN2fJYOqzr41BeWyV1MXT9oa6LNPUB16Y0bk1Oj+FJSeASYDAl0I9XG8uQhadqjhMleB3t6UBx1VBFpb1WkTqKGB/qLcLlXrUEVk4/mz1NUei04HBLoYahVqF6gy4V31+htjN/c2Ai13mq+eXlvVaRqKZLxX+cM6KLRgFH8mYNFpgUAXRI1Ba4qghXGqEr3RDJrvbiPQJn/WV3XWlzTt/hSbTg5NctC7P0u1olg0dhDoorAr1CrQTK0PjBK9KRSqXNNBoFr/pdYCNXUF1UypfGKlsJtuVRvlGx06kj/LT9P/3x18gUCXhTWOtxZBi/0PHhgkemO6sEmgldKh9QK7Py8qobrRlFZ/Fimq7eiuM6I/6So6CRDo0qgzaKNYyw493Kq1QQ0H85DaJlBjP6ZChD39mScoyRmryJ/1i+8AACAASURBVGpjea/+lCDRiEGgy8PaJ8lk0OreqkSr59QJVN2XuckiUENNp3FW0DbStK7wWQ3lDZulYH5Mf6oKd/43B08g0AVi65PUTqAWiTYZ1HKgTqC35v6hGZ2kWbdCchrJt66TVFQ2jj+1z+/+7w3+QKCLxKRQYxHUUi41S1S9ZZvyZ7NArReo9PVnkZgkc+xOqzh0RH+KLRwaHQh0oVgMWjhO32fDZNEHNQKtWvJGdLO0CDR5ApOHL/Sl5vr686KI5Bucpjt0XH9qlQlO/+owNAh0sVQUmshSk1VNAbRBovr6mHVTMFunp7u90LpJlfxZEWk/f7YO5UuNSnWn+vCnoPLpEAwEulzKcXxFcc0F0FqJaqVMu0CNNZ2KdcXt7fosObSPPy/0SL5Wf+6hfH9/3tLXPh4Q6JIpVVya11pvJVCzRpObPMhH/Jg0mUbqBn+2Kv4aJOruz+ZQ3tyoNL4/ky0kGhyPAv3zv34Y+t69QaAlNIUaBdrBnymWkP5Btynsu+kzff7Coa7+vC0i+Wb9dQ/lB/VnuTDc9R8f+uNToN+u1me/DXfj3XW+LvK167rICLSKotCq3FwEmtJQLdpCoC6fWhQKq35s39SkRvK1HispNIA/5SYBfSj8CvTA+sUQC3jsfn5Wer9One6LQE1kCrXbzZ3WAtVHHTnqU6IH8y7+PGwWtaFN+lPcFcqftM8Hw7tADxy9cC0wplw9Nb54x2+7PxwCNWL3m7PGVNoI9FbtzNRDnwm5Qh39edhMFdpCf4byXwB/Jps4dFx8CvR71XXuDt29Nr93B8663hWB2mgqH/an/hNulV7zvfUpKYXyXf2ZPnJDo7ylIjKYP/P2+S7/9uCO11b43bvHqkPd7vf5UX6L9UmCsufHjg+HQO14Fqigxp9KMW6oTzNH8p02TZG8eVMthob0Z/EsHf7pwRXf3Zi+vCtstzp1cGhaEXD04oNa2txd/ZC4ueMS8wi0hkACfVCa13jQD8xu6ejPPJRvoz8lDWH9mbcqtf+3B0dG6Ad6/1px6FnXrk2XsvRqasz/j6wZfdjt4RConREEajBo3sI07AfllCJ5F5VqkXytvcqVoaH8SSg/FuN0pFcd2q1rkwzgvzZXde5EJWu3IB6B1jCGQCsG1fs5DfxhKf1DeUWhraLn1F0h/blHoWMw2kikK6UpqEPXpu2qJkyX4f2m08MhUDsRCNSXRA2N8l0ncKo0yrcI5cP6U4BDPTPmUE7VocftQnlZyNxYD2/txVPLwyHQGkbw50V1zUxDl/vhP7RXKK9F8u2j54ZG+TH8eUu/Js+MPBb+vnDo0csWNxNlzJogXQT4nZqREGgd4wj0wnxz/w7V2qi6+7N4SJlZbaLnSiQ/vj+Lh+nyTYC2jCnQ3Sd9OJGxaUhHCLTGkA2HDQ+HQOuo+tOPy2xuHs+hbv68bbkAiNw0NcrvQ/hzX5k8CgZjNIHuPhXDiY7SJqXmBiAEOi5lf+79tpCb8OxQVSVyRzd/Fk/YQmRVawXyZ+lhEOlwjCNQzZ5iYGfaLN8oP1kH+sp6+I460GGpCHS/n7dD1bC+pT8v2i4AItCF1WRCj/7MNxHpoIwhUCVyXz/J2t93/xB/b5ruJrqBWrt6Sr126giKQJso61MyO4dKbCJtNYC+bSivRfIR+NP0XA1fCajBu0DVek+9F/1lm+KjKGOubM1N21Vt+dT0cAi0CYM/BfN0aEJZoy38edF+ARDD7PER+LNUPWr5MkATfgWqdVwqj+Ns1YQuC5mrb0ye3f206hrBI9A2GPQpGUVmGuM5VFIpjTbVjzaG8oZI3toqH8afezo69cKjQBPBKRWfJdq1AN0loX9lCGg2yL5TARSBtsP6PoV16Dif2BDUOy4Aoq8AUj01nD9vs4cz/5NDLWPMB1pUfGqI4y3Kjx9zCZ+eP5fz0b85/y6f5WnT8eEQaG9Gl+j4Dr0oa9QtlC8pTS+GGk6oXjaSP/co1BX/ArVOHyJC+DYtQB+VuUhKrNt0xtceDoEOQUiHjvaZgnZFUTWSt/tT/M8ayof2554JnNzwLNC6Cey+fGg5Il6tC9DovuISAh2MsYUWSKGCFrWiuUJr/bkvt8orx0P78/aW9iQHfAr0Wd+lPHK0mZlrqlWbHw6BDsjIRguo0Itcea3X8rQrzRjKR+BPAQrtyHTWhb/65c15OiP9+fP31243QaBDM67TInBo+pdBpZZI3rVVPoQ/9yi0Iz5b4f/9/v2vlVLi7ufzk26TIA8JAvXAqFILqVBlvU9LUdTUKG+xV1OrfCB/0q2pG57rQKvdlFq2vXsCgXpiRK0FVWix7ny2o6TSciRfY6/aVvlw/rylc30Hggi040JGA4JAPTKa2MIqVA/mbaF8niu19moRygfwp/Jkzf/qC2d0gXaewnNQEKhnxnJbLA41hvJFJN+691BarK2eEMif+6LbavM/+pLxINDddcKVEOiHa50rMS0TAp0148gttEKzKe6zP2+1AfSZQtv3HjKH8uH8KbeQaBMeBHpn7feeQR3o/BlBb8EVeqE0y99WJiBJa0PT/GjRe8gQygf2p/pozf/ki8RHCH/ZJNDN0J/Z/uEQ6Ih491skCr0x+fOiy1qe9lC+4Srv/lQalZCoAR8C/Wwfexm4AIpAR2c0h3r7hAaynkjpn4o/lWlD25UkK7F8JP4U4FAzXhqRtnX6PHoSzp8INASeDRdcoeZIvjTXSJYZnkJ53/6Um0i0ip9WeGsjUuv14D2BQMPgV3HxKLTqT4H/UH4Uf4r/Vdq7ls7o3ZjCgkCD4dVxkSjU7M/bLmt5OoXyo/lTbt5Unm/BRC7QP5+dNHHKqpxTwafkIlFo/lelValTKG9bVz4GfxpqGxasUZ+TiXzpH7LnkzLbYVnjKeHRcpEotDxAqRzJ9wnlI/Jnurl4jUY+GxMCnR/+NBePQo29mvqE8jWnhvRnurVghUYu0P399wh0fsxYoVllaPrXbWWop3soH60/taDe8k8+V2IXaNonav339zaqM+bVPRwCjYS5KzTZrPrzokcoH7c/94tUqAeBvjk/fy6ktjtsmHneqSeoXFVuoClEEWg8zFyh4v9Gfw4aykflT7G9NIV6EGjW+G6vv+zYNi/LoJthHg6BRsTcFWr1p/hfp1De0igfnz/3S5vSfgoClQZd/zjIwyHQqJivQrWa0P6h/K0xlI/Rn/tlRfKTEOhOtCQNMoIegcbGvBWabvYO5Y2RvNgboz/3S1oVZAJ1oPtkFubVqyEeDoFGx2z7heYG7R3KGxvlI/bngiL5+FvhJduBiqAINEZmrtBaf160COUtjfLGVvlY/LlfiEInIlAZxA9QBEWgUeLNcqEVmtSE1vuzCOUt0941NcpH6s/9IipDJyLQ/d3JyckA8+Ah0EjxrlAf926DUhPaJpTPF6OrtduN5tBo/Xm7gMrQqQh0IJqGNcFAdP+nmatCb9pVhQoUhzbarSGUj8Sf4n96aXluIFDwgcs/zpwVetHCn7f5YnRiYfk0U2o8VhPKR+TP/bwnEV2cQEM/wSJwzea59mlqWxUq//9AKYg2eKwmlK+5St/270+lVX5+EvXTjamBzt2Yhns4BDoG7tk8U4VKg2Z/tFBpbaNSm1C+/qoA/ky25mdRPx3pG2Bd+JnTJ5tn2iBfNCa1LIpaG5X6h/LB/KnVic7DoggUhqdfNs9ToZlBW4fylkal/qF8WH8m2zc3N/MQKQKF4emZzd4kF4FCO/hTaVQaMpSPwZ+VsuhkTTqhOtDddT4H6LVrJSoCHYXe2TxPhd50qgrVG5WynGkXypenvYvSn8YHn5pIJ9IKv/v5WakUe/rCZb0lBDoK/bPZn+TCKzTZbOtPsekSyt9Mxp/F5gQVOgmBXj011gQcv+3+cAh0DIbIZn+Oi0KhXfzpGsrfVI9H7c98a0IOnYBAd6+tlaln9aG86ZKhnw4MDJPNc1ZoR38K9Gb5lqF8xwmY4/DnfkKj6OMXqJzKLmGdLgWv7Pmx9lEQaBgGymaPiguv0OyPtv686BDKlxw6PX8WadhHTvQCTadlPnrxQS1t7q5+eOzSoI9AR2GwbB5BoZ5uX0+h0C7+FJttQ3ljR6Ep+XM/jUg+hEC//PcO1ruUtZ2/GY78R9aMdlttDoGOwnDZ7NNxMSi0qz8vOoTyNbH8JPyZJ6H6tYgH3wLd/Vtbg/jN+flJp2KjDOAtUynLSUK7rZWEQEdhyGz2qbjwCu3uz4s8lBcObTSSMZafjD/30UfyfgX68bGx7aeDQLd1p8vwftPp4RDoGAybzXOtCtXqQrv4swjlH7QxUiWUn5I/89+A8rciErwK9CdL43l7gcpC5sZ6eGsvnloeDoGOwcDZPEYhNLBCu/pToMXy9UbSHDoxfxa/AZUvRgT4FOjW4s8OzhNlzJogXQT4nZqREOgoDJ7Nc1eoiz/VWZtaOK/apDQdf+7jVahHgabt5+sTGccfnZykPY9edCgy/vltrSEbDhseDoGOwfDZ7FVwESjUzZ/KrE1tnNcjlA/tz73yE7CPCY8CvZOFzd+UFeG+/NS13RyBThIf2Tx3hcqt7v4UqLF8vb1cQ/kY/Hkb5VBPjwK9zGs7t3lF5sfVqtPqmg2rcd5RBxolXrLZr9+iUKibP83Letrs5hLKR+LPhLgs6k+gSvuP4rmuzT6XdUVW+RGdOoIi0FHwlM2zV6izP8X/rP1DK57qGspH5U9zbUQw/AlUaf9RIu2GVqEKsh7gpeXgtmN5FoGOhK9s9qy3CBSabjsWRY39Q3u3ykfoz2QrBov6FWhqTVFSzKxZhPOtkIXM1TemMuvup24t+vLhEOgY+MvmZSjUPZSv9g+1eap1KB+tP5OtwBIdRaAyEE9LiqLnUZeo+y5puj/7UNr/5V0ypUinAigCHQeP2ezbbjEotIc/BbZYvqKhskOn6M9kM5xExxPoptjdqdT4Mes9enR6/jwdD/pdPsJp0/HhEOgYeM3m+Su0nz+1/qENnmoO5SfhT70ouh8Tv41Ihri9c8+j/cdi9roya1vtqPXhEOgY+M1m73ILr9B009WfSv/QB02eqg/lp+NPuTl+PO+5G1MaYN8VreXdBZpWdho4M03SVP9wCHQMfGfzvBXasyq02HpQFERrjWQP5Sfmz1Jq9iPgUaDbwprKkMvOoy8Fu3fVWUmOuoxoyh8OgY6B92z277YIFNrXn2oH0SYjqQ6dtj+TzdEk6lGgcia6JMZWOi917Qiac/XLm/N0Rvrz5++vHR8OgY7BCNm8BIUO4E/xP2sH0aZQfrr+1Iuie494FGjSAykJsy8zbcoB8t0mQR704RDoGIyRzSOoLbxCk81+/rxoPYFoyaET96fEu0R9zsaU9ECS4pSbxx+uPz3q3vVo0IdDoGMwTjYvRaH9/dl+AlE9lN9XT5iWP+WmV4l6nQ9ULschy5tJaXRVGDUQCHQURsrmMcz2IKRDM5Flf/fwp0CL5a3Gqcbyt5P2p8SbRL0KNGk+34jNdG472ffox6E/sj0IdBRGy+aFKLRlKN/gz+YJRA2h/M0s/OmvJOp5TaSrp5kv759G4E8EOg7jZfMoXguq0ItcoQP4s34CUUsof2M6dXr+1NO1Hwjvq3Lu/p0F7HKBpE7TKQ8PAh2FMbN5FK2FVWi7UL6lPwVqLG81Tqkcup+DP/WE7Qcg+nXha5nghMqyc1epFe1S7+B6+uL38lVf3j0T1x395W3Q35+2jJrNI2kthmJoXSjfwZ/mCUQNxrnRJToPf2op2/cFgY7M1tCMpgtUdv7STrh6WhwJXIRvx7jZPJbUoiiGtlhLvu0KS3r/UItxSg6tOXdK/pTbg0jUZz/Qf79//2vlbd/9fH4yWD/Q6Qk0aUwr1QNXBbo6LlJVHsl63HUc1/iMnc1jOS2wQmtCeQd/ChSH2o1Tdegs/Kk2l+2d8byoXNVunWdjqmN6Ar07PPDT8lACg0CLM/58Wj7UeSTs6IyezaM5LbRCiyaliwH8eatOINom4s0MPhN/yq1+Eg0i0MEM8Oezk5PTSQn04MqH23IOXGq/KelMp2k9adqD9uzt7/LQ48AdadsxfjaPqLTQDjWE8j38KWjRP3Sv9w+9KZ8wXX+qZex9d0YXqNNkIoMRWqAiTzYiCzbq3suSE9XxrrJ0+nUx7dQ271obMSGyeUShhVZoOZTv6c8Ldaxnq4g3lc1c/ClxlKgHge6uE66EQD9c68j2kOUK9KC/9Y+iUKkJsyxQOfI1ySTZaP+wdIvog/gg2Tym0IIr1DJU3tWfylhPQ6OSyTOJwWtPnZQ/XVuVPAj0zlCjpxMuBA0s0FSdUqPK7opAi8moL6vZpcyzGithsnlUnz0I7lBDo3wffwpUh9qNUwnlZ+JPud3VoT5CeFObiMZm6M9s/3BhBZoG7+V1oSoCFXukQE2LmB6uXm88P2hPQmXzuDaLRKHD+dPcqGQyTjmUN5w6TX/ui1alfSt8CPSzfQ2OwAXQ0ALNvHipR+H2EuidKbuuY29DCpfNI9sskmJo9scQ/hS06SCqhfL76qnT9afSqrRvxksj0rZOn0dPAr7/YQUqypOy5HmnF8MrAs3b3y5X8bcYGQiXzWO7LCaFDuXPC20CUbuSTKH8PPwpaOlQP63w1kakyhjFDuyu32c4l8G05N4MROtPv8tqL0udYY2NSGKPujDflAj5OzW6ymJR6JD+1CYQrVGS9hbMyp9Ko9K+jtG7Mbmx+/lZqSBrGDDe5uGK5A6lzw4GLSJ3vSGoLFBZB7LZJwKNvcXdRNCC/vgqC14Mld/Cgf0paNFBVH0PGkL5qfnzdt+iHDoJgV5VBuNIjt92f7iQAlXajvRmJE2gu6vXInF5GxIC7UoIkUWh0HIk39efF80dRI2h/Hz8Kah/yX1OJvL//u+9QvaM3WtrfepZ11A+qEC3qzwe12NzU7eFjTiAQN0I4bHQxdBMocP6s6GDqCGUv5mZP8VmzYvutwS6doqzdZQ2/XW6Kqeyp2MFYcg3W+s/v1VbhwwCTYqnCNSRIBoLrdBSJD+UPwWWDqKKe7QShWKkOfhT/M/mUM/rwvfvsZSuBXL04oN6q93VD8lK8R31EvLNrgwwyDOnItB1sho0jUjOBLJYFApNtwf0p6WDaMk9lahsRv7cK41KmkT9CVTOgtF/xIyUy/FvhiP/eVoU1Vo/XMA3u1rOfGU6sj55/la9BoG6EVyhASN5sTG0PwV6LG9wj1615aS/eP2pNCoVDvUn0GHCTxnAW8qxUtHd/BLwzVaW1dPjdNNIpAwt0s+4/9sQVcs+iUGgoQwavBiaKNSHPy8uzCvMa0YyNQ/Mxp8SLW2xC3RbF6ZLJ2263C7gm22YIiCTv12gxpFI20GK9j6JQqBRKDTc+h9+/Kk2KlmNVHbovPyptyp5rAMdYtILWcjcWA93rmYN92ZXqjOVwqVdoKax8BPoHBqJQMMZNAqFJpuD+1NgaVSyxvKV49P2p5bE/cDk746IvvtW4JkEotB5ctFwb3Z5AhH12e0CNc3GtO1c8zs6sQg0pEIDOzRTqBd/ys28IGozUjWWn5M/81al/cAU746svzwztf+0pqEeYEJLelTibqWRrUagyXyg6sG7AX6XfBOPQEMaNAKFevSn+J9aEN2bjKM7dG7+vJX/3Q+M8u7cJ13gj/5yrvO8ddQ9G4EanrQoSdYItNIL4V+VGZYjJCKBhlVoWIc2V4X286fcKiRqNpKhTWlG/vQpUEOzc0p75zX0hTK2sdQ+XKg3+66qvaJ6ok6gaS6eyjWRrpM1kSKvAY1MoGENGlShTVWhA/hTbNW0Kt1WGpVMJ5Q3p+PP2AUqC2DW8pbUa6fSWLA329Sils9VVyfQ/X0lG2MP4GMTaGiFhnRobVXoQP6UmFuV8k29TWk+/oxeoLLzz0vLQREEd2voD/VmG+sa8pWPagW6vy9NpRK/P6MT6D5cr0xNLyEeI1NW9rcffyqtSjYjmWL5yfvTp0B3b84ttK8DTVf1/cZ0we6nVdcIPtibvV0ZemPl9RP1At3v3qlT/Iecj7ot0Qk0eCE0ZDFUCeR9+lP8z9aolG6WHTp9f/ptRBqCpP/5+uxDaX+6enrHnqaB3mzLmPZt+gPQINADV2/kDCrr07cT0GeUAo1LoSM/SKFQv/68sAxVUjZLsXxxfKr+jF2g+49Z0evo9Py5nI/+zfl3j7Odm44PF+ObPT/izObgBg3o0FSh/v1pGqpUMo6xf+hk/Rm9QPcf7WvUrW21o9aHi/LNnh2xZnMECg0WyqdFvvQvn/4UFJ2b9iY5OfcPjc+f8Qs0rew00L2Tfqxv9syINptjMGiwYmhTp6YB/ak2Klk85dQ/NDp/xl8HKtm9e1yx59ELh+rAaN/seRFxNkeh0FAOre3UNLQ/xf/0RqWyfEyxvOXUus2g9Z8jCPTLL2++Ozk5OX/+916zsF398uY8nZH+/Pn7a8eHi/fNnhMxZ3PoHk0ZARU6mj8FikMNntIc6jaBaFB/eheo3gVnHboPTsxv9oyIO5sjMWigYqilU5Mvf4rNvFHJ6KmbakG0S1E0rD99C7TSANS52WdY4n6zZ0Ps2RyLQsM41NSpyac/BVqjUsVIFYdOxp+eBbo1tPw8GfoDuxD7mz0Tos/mWOL4izAOrXRq8u3PC23aEZORLLF87P70K9DMn6dy/NGJW9fNQYn+zZ4HE8jmeAwaTqHj+lOddiT9Ryh5ythBdF89NyJ/ehVosiDxcTGG6JMc1R1yLPcE3uw5MIlsjkihIRxqqQv16k9JIVGDp7p1EA3vT58CTYaxb7SDskzaf61jZybxZk+faWRzRHH8RQiHmupC/fvzVm1Vyv8tFCW17yAahT/9CfTOFK9vwxZBp/FmT56pZHNUBg3g0Epd6Dj+lGjRfElJFYdG7E9/At2aCpsNq8T5Zipv9sSZTjaj0JvGAZ5e/KkMVTKOVSq1KcXrT28CtUwm33kS+UGZzps9aSaUzXHF8RfjO/TG2KtpDH/K/1ublZomEI3Dnx7rQC0LanZeSHNQJvRmT5lJZXNsBh3doZlCQ/hToDi0rKxq/9DI/OlZoAZTdl4HblAm9WZPl4llc3wKDePQMP6U2+VmpcJT5v6h+0j8iUDBA1PL5uji+AtdoSM8mxLJB/CnQA3mdU/dlAui8fjTo0Ats7CLEJ460JkzvWyO0KDBHBrGn1qzUsVTJYd2cJ7n/kseW+Evje3tom0+3LLm03uzJ8kUszlKhY7s0CxOzv4e25/if3qrkqKsm5JEy8fD9P/03I2pEqzLpTo3Q39mayJ4sz+9kWNa16cvtNn9LvXJTktHJ0YE2dydGON4wYNRJWoO5cfzp9zKJVpSVsWhwf3pU6ByJGcpWpd9mxbckf7+tarJY2VGfV2ggrNJrB9nJHQ2OxKrQsd1aK7QYP4UW3pBVFGWsSCqdWkf058+BZo4QZVEusR5uAg+9Jv9r/Lsfpv8UFWgq+NgbW19mahAI1ZoCIeG9KdEkaimLINDw/nTo0BluL5aZUvx7j49k3+Ha4MP/GbvDJLMf0wMx0L+0vRjsgKNtSpUMqZDLY3yo/pTbLZsVTLPZT+KPz0KNJ2OSdb4nRSb4QL4wG924sj1Xz+IH5Qv6c/Jq+KgUt2RrnrfbdH7eJiwQKNW6KiNSoZG+dH9KdGiecVu5mB+bH/6FKhi0FUU/gz6ZsvJVdQZ+e+/V8rjl6X6Yll8n2oRdNICjTiOl4zn0HKjfBh/WlqVkq2KQ8eO3/0KtLoiceBFkQK+2dKIX2kLMe+Unl5lgUrfhqzt6MO0BRq9Qsd2aPZHMH/W9m9qjuV91n96Fqi+IrHTSsSDEvDN3hqEKKSaarMiUMtAhEkwdYHGr9DxHFooNKw/BYVDSx6rxvLmVqXh24+8C1Tw5er9+/cfYujYGO7NlgXQSp3mNpdqRaBiDwINR/QKHc2haWVoeH/KTb0gWiitXBAdqf19FIHGQ7g32zyN3/3bbBcl0OiI3qCjOTSVUvpXUH8KVIeq+rM0Knntv4RAR2K7qh+BVRFo2FlX+jEPgU5CoaM6VG4F96elf5NhrNLef//PJQv0wUC0+WDL9NIFxkakgKtH9WIuAp1AHC8Yx6HVXk0B/SkovX+2WH5fOr4f0p8LFuhQ+mxnUCHQ2vJkWaCyB9jGMZmhmY1Ap6LQcRyqR/Kh/Xmh9W/S9WeI5f3404dA//2+iV9jmM5uXIE2BuSaQHdXr8P3me3BjAQ6GYWO4tAbpVtTDP4Um+XX8NY0VMmfP4cX6LeGQYk6UUyoHFSgWyU3NnKPaSjnZtjEj8esBDodhY7q0Fj8KVHeREVpxkalof25WIGOi4tApzoOaXYCnZBCx3BoVruY/R3en3qzUvaPVm1Usi6r1MOfCHQUugtUHfQ5NWYn0CkpdIxJR26UWD4Sfwq0kNDcqHQzcPyOQMeh1KuzQaDrk+dvAz3oIMxQoJNS6JgOjcifcisviKqiqxZEh6r/9CTQ9dlvzWcGINybbV7gRBRMN9nxqXZaqjJLgU5LoWOXQy8i8af4X6ltInFepSA6TPuRvxLo+uzD0LfuT2wjkRDotPDaPDM44zo0Gn/KzUKiTa1Kt3386UOg6USXgugcGttYeAQ6Naal0DEalYoiXbYnAn+KzQeFRBOqrUr7vv701JFecehpVJV5kc3GhECnyMQUOp5D078i8adElWiuP3Ojklv/T28jkTSHRmOG0POBHpeqhsV4o43cQqATYmoKHc2hYismf2r9mx4oJU1DLO/kT69DOT8VS1AeR+LQCGakVzIiWaNzI7cR6KSYnEJHc2h0/pQYSqKlYN7Nn77Hwl8pDv1bBH4I+mb/lDau/SpmRt1d/fCo1I0JgU6J6SnUv0MtkXx4f2odnIqu9sZGpeBDOUt/Kw5d9Iz0+8ygOll/eQQ6OSao0BEdGp0/5f+1hiVjo1L4oZzVXVevizU5XwSdmD7wm/2xuimYKgAAIABJREFUssjeE+uEylNmGQKdXpO8xLdDK43yEfmzVBI1z38Xeiince+94tC/hutkH/rN3r1TFbp+UvyaINBJMkmFjuTQ7K/I/Cn/rxZEK0OV9tneMEM5bQfus0q/JQ7lLLj/4dmjZLSm1kkWgU4VHGpAUWiM/pSbuURvDUOVAg7lrDn2JSmALVqgS2Bh2TxNhY7k0Gj9KTb1gmg5mM/+fetUOqpAs35NCHTmLC+bp6lQzw5NPZT9GZ8/JYpEb5umHalujidQpWc9Ap05S8zmiRZDR3Go3IzUn7e35RXqSg6tD+XHEeju01Ol6STgTE1LfLMDsMxsnqpC/U46clMJ5aPzp0SL5k0F0ZGHchbsflbtuehuTEthsdmMQ03ooXyc/qy2KlUcaiyK+hbo7t3jwp5HYe25X/CbPS4LzubJKnQMh4qteP0pN/VmJWNBdLyhnF/UXo8M5VwOy85mHGqiqFHM9sToT4Fjq9JQZO9O0e1zFWoyEcPIyUW/2aOx9Gz21SQzBt4dmv0Vqz/lZt6sJP89K81K2T/0rS+BKgOPAk4JikADQTZPuBg6kkOj9qegXauSD4FeqfaMa1J63uxRIJsFONREy1A+uD/lZl4QNS2r5H9VzviWReLNHgWyOWHKobx3h2Z/RexP8b+GViWPi8oFnDPECm/2KJDNOfNx6KBpaAjl4/Gn3CwkeluZAe+m+TvQjWRZ4+AdlszwZo8C2awyZYX6c2hdKB+ZP9VWpaQk6l2g9TCUc+aQzSVwqIkbLZaP2p8SVaJF/6ahvysIFMjmCpMO5X07VGzF70+5+UC1KAIFL5DNJqbtUG+NSuVQPmp/SlSJem2FR6ALhWy2MG2F+iqIaqF8/P4sFUWH/o6svlw3Ea6BiTd7FMhmOzjURO7QqfhT4kegQ99wSHizR4FsrmPioXzJoYOlIwvls7/j96fcHHVJj+CEf7O/vEuWRDrV51bZHnb9GOqZJHcDPkH4bI6ciSvUr0OT7an4E4GOyb0yNerqVBlpgECXxtQd6keiplA+Zn9eINAR2f1Uak37Ji+FItDlMfVQ3qtDJ+JPBDoiu+8r/RHylYwR6CKZvEL9tCpZxspH6E8EWn/2oCa4lM48/pvohPAlXSXqYXoMgS4VHGqifQf7sP5EoHXnJgz12Vupz2Ju1EShm/wgAl0o0w/lLzx0s08VGrk/Eaj9zIJBPvrzIzVkF8iQPpUWAl00ONREUhma/hGnPxGo9cShDXpZ9ud+/+e3eRCPQJfOHBQ6eDBfVIZG6k8Eaj1xYIEKWVYEdZePa00EKldC0dYu3b07kb1GtTWldp9EX1J1550Qsegjtf7Ld4fzX2kf+9B2lUAuH7B+8jsCDQ8OrVI7QCkGfyJQ83lDG/SuWgBNg3hpOynQbfZxT7IT/5UvjrL+L/lVH4udL4u7P5R1BKv1f3uUV6ymH/vKdtXhAV7n+xBoBMwilB/YofYBSlH4E4GazxtaoNuV6jV178N0Y/1d8XmparfqM2yUa3KeJPsO9vsfvk2vvFRNnf9huiqpQ0g5XyHQGMChFZrnGgnoTwRqPG1og4qypsFPotQoBbdNy4F/7HeyqPgwO7oWEffu3aOV0tyUTPi/+/g41+pdVrL8+FKLxYUhN9arZAFY9AtIPhOBRsIsFDpoo1Ku0Nj8SR2o5TQfAjXM4icEJ3dLgR4nJ9xn1aXbVe60u8x6uXLFTS+zE6RAXxX33KT3z+5gvyrdq/YI6A8C7cscHdovOfYFQEL6E4FaThtaoLkpLbuFQPPjQneiCKoE40JwslR6qd4nbyLSalgvNS3KTeNVmtSNjVyuIND+zCOUH9KhzdOGju9PBGo5bSSB5g7brtQq0tR3eVFRv09xnrhMCvJOvbyI4T+nDUrmqz5rzU3b6oc5g0AHYZ4O7ZGefCG3aPyJQG3nDevPNiVQRV+pAoUW12fa6tAH6amay1xZNLbvVV1u07ubr9Lb3Uvn9AKBDgUOLVNINCGsPxGo7bzxBaocFmXDV8XsI6d/Vzt8lnm1Lwk0j+HzuN98lf6Zh0dBoDEyF4f6kKjjUM/h/IlArScO6s82rfBKL9EsuC6mDz16YejYpAm0WoDNPGy76hKBTgQcWuWmVBQN408Eaj1xWIHKkZyvKnuF2bJ+oAaBJv2XUjbZBY0CFeXaV3uliGkVqPKZB8Uj0HgZqEtlBAwo0aZKUf/+RKD2Mwf1Z4uRSKUQfpNu3/+QOfRh5Tz17qr9tvLkal2ojl4CRaCxg0ONlOpEx/YnArWfO5w+00E/5SKoNha+WgeasfskR1wKv21XRs2VBHq4/nC3Yqf5qi0h/OSYjUO9SFRsehx0ZDyOQOvOHtAE21WlGGidjakqPNH7XRQntf5KBSWBipLtKyVEN19FK/wkwaFG/Ibydn8i0JGQtqybD7RQXNr/Xeu9mfZ+F/+r1ARU56ITMbxyufkq+oFOlfk41EONaPaXv6Bd3USgoyFbcmpmpC/Kp2mBMR9HJMh0qDdGZdYrC1TE8P+Hss98ldpRn5FI0wKHmvAUytccR6Djka6J9FZdEykTpLTrw+SPz9nMIWqxdJsqUB7M5qP7uCo6emr2Ey1Cj4sVl+xXZePvGQs/PWbk0OH7iI7kTwQ6IrvLSmcidVVOYbMPWc+ljdgpo/6zw779l59W2rx0cufV67zYWpnMc5v3cFL+Ll8llS5mgEpLwwh0auBQEwOH8rXHEeiYbEv+zCdOli3i/2txYJPs/fxIOTnTm7a4fLqzIlB5pdpmZbpKW2j5f6YVfpLMyaFDj5oXW379iUDH5f61orFTZZS7EOg/M78WU8Z/zocirY7zs4u55fOdFYFKNT5U9xiuOpz2j1zZdGOaLDjUwFChfMNxBDoyu5/FykSr9enftFZxKdBsTST1iFzIaHUko+/8HpWd1fU4qnuqVwm+vHu8kjOWINApMyuHDiVR26wjA/oTgYIHyOYA4FADhUP9+BOBggfI5jDMy6EDSTSP5bMdw/oTgcLgkM3BwKEGXKdtanMqAoXBIZtDMjOHDiPR3KFD+xOBwuCQzYHBoQayWD77ewh/UgcKHiCbw9O7H1BsDCFRNZZ38+cFQznBO2RzFOBQA21nYG7nTwQKHiCbo2FuDh1Com1mYLb6s3QCAoXhIZtjAodWaZq2qa0/ESh4gGyOjNk5dACJ1o31bO1PBAoeIJvjY/YOdUhatxXmjSdMUaBX7w/8Wp2WvQW82aNANkfJ/BzavyBaLEnn5M9pCHT36bv/KZuZ7f5ZNn/Q0cvuDuXNHgWyOVbm79Duacsc2tqfelP80P9Eg787cobhdGrLnT6t5cuGS6sPx5s9BmRzxMzQoYMVRMVmR39GL9A/5ZSYiUD/fLrSedL14Xizx4Bsjps5OrS3RGsnELW21Ucv0HTSdCnQbAL19cnJSWrQh4030B+ON3sMyObowaEGrP1D7X2dohdouhLb/ybqO5MZ25/8Lg+kk7u/qr+8/HC82WNANk+BWTq0r0SNoXxNX9HYBSrX9lm/VbaLWdM/ltf9afFwvNljQDZPBPdKw5jp16xUHepZ19c+doFuFWdudX8my/J2K4LyZo8C2Twd5unQfhLVQ/nasUqRC1TWem6Ubb3O87JrLWj4N1sWo0vS15c7Pjp98Xv5qi/vkvWM/vLW3nVr905UDB9pF8uFkXPyrPr0bCXXQVIu/t5alrc/nbi7MfvDZzN0YZ4SLTu0S/IaZ2CeyFBO8YpmhU4pA109ogj6dZfeoOHfbFmPW3rm6nrxZ9oJV0rng/ULS3qLVTeLxZL1dZFz2WV9wTbaY232ZuxPh0Dnwzwd2keitYspTWUop3hFs5KRum043Irgb3ZSJCwtf1lV1Oq4SJXe91U7pLBVzij8fKdd+TDfefzb/v6p8nN0eCxrPtqfDoHOCySqY19MaTJDOWcn0IO8vnpqqokok59R6ftqTPFWOyM3qL47uWcmy0PpNL/TtqYu2f50CHR2zNShrhJtM1Z+6H+CwetAs+Ka2C654/OjqQn0YKOH2/JDX2pB/Zd3Mu5OhZb2fT17+/s+XcTdVGshC7Zr0cHriyyvbpSPK597l+27zD/kkI/2mhD70yHQWYJEVQzrIk9pVc5LxQbb1Wh1oDdlOnxGHUI5G6H9jbr3spQKqcOH+bHD0aK9Z6v6Udub/dDcKSNfvzefu9E3FJUasD8dAp0rc3WoU+N8eYTSpEYibZWQVYhHe18N7fINtBborc5QAj0kZ/2jeGxNSWVFyR+GJNWyFehh6RaVUrfMiFfqGckf4uqKGXNbbrM7H06ryUX70yHQOTNXh7pItJizqeLPyAWaCCR9fy9LRdDtqlImbSCwQFN1So0quyuKKmouLqtl7HIu7MsmK/66M9Vw5AJVYvlSq1b5fMvTIdCZM1uHdh+vpESjkxqJlIawyQusdmram3sENT1cWIGmwXu5KF1RlNiTK6ost8PV643xvilFCXdryp9KCfSuvhhf/3QIdN7M16EOgz4Vi05lJFLW7yeZ+1OIIusI+Um2TtcVnUwPF1agmXku9ZKhvYxnrOS9rjixFKrnt5dtSFdiBtWTovtouQ708GG1uUgJdOHMtkLUbeC8ZtH4BZr3BT998ev19b205tHpd4/T/jSbjg8XVKC5cO70J68oKu+eddkuibpAc8GJjW9epzmVT55aboW/a/gI+9Mh0KUwY4e6zT4yfPtyzuDvzn2lI2TBpuvDBRXondr/R5GSsZlG7FF7cdWhh/B53K8P5MzOUPqBis+o60Nf/3QIdFEsx6Ft0zgRgVaG4uT4m5Hej0CLyF1vCCorSha6N3tj11cj+nl3WdXGXSm/0k/caiORtk0/Q9anQ6BLY8YOdZXo8F91H+/O7t2jVQXrqPC6hwspUKXtSG9G0hS1u3qdV+62HmmlNtYXs/5txY3OPuxF93p16r+t8vtz+IiGdjjr0yHQBbIkh7ZJ5TQEeuDLL9+dFPI0zVjUhqACPXhLHVVVxOamwZIbcaC1QBNpipa2RJV5W1X+IfffKjUeV8VsTNukHLr7+HiVDGWqYH06BLpM5lwh2lmikxFowu5a4H59SIFq/ee3is5MiioGm7cbqrpVLz780lRrToVjq2XNtCI0XyzF0KvW+nQIdLHM2qGdJDoxgfYlpEDLNZKFziqKyip32zYiFQaUerszXnVZ06v+Uo5W+PTIcp356RDookGiAgRqxIdAqyW5V6Yj65Pnb9VrWvZ0LVraNuYBSJXxT4J0EGc2mYixS7396RDowpm3Q1tJFIEa8SDQUp8iJRI2jPXJ2K4MbeT3fzPW/96/FsMMRDXm1ihQQ7k060O/TT/FOC+9/ekQKCxNouXjExLo7vp9RnUsTksCCrQSwa9yn9kVZRyJtF01zABgvp9BoGmJU8T/r7IrTZOPIFCoYeYOrZXoRAS6+/lZST5uzfDhBFqpzlQKl/WKMhQb61uWLF6rhvBZgbMYzHlpKPAiUGhmYRLN909CoFfmsUjHb5svLT9csPlAK3PxKZNB2xVlmo1pu6qf/CMf8GSbYkQ9cZMeQqDQl7k71CjRCQh099qoT8FZ11A+3JtdibuVOTxrBKpN5ycR8yVXGoPUFva8hKoPGL2reDcfxIlAYSDmLtGKQ+MXqLKw5PokQdnTbTKmcG+2oUdnUZKsEWjSBn5czEj/r8oMy9m9Nsnm7lK97+pJesbHqne31RnpqQOFvszdoWWJDp1/XqazWx29+KC+xLurH5L5mDqtiBTwza6W/5T6zTqBpuk/lWsiXSdrIlUTLX9lxKDNnZzlLz3hLqnoONw6GYBZKYBmn7otRj7RCg/9mbtEJyTQcgms4D9Pq1JoItibbZhGvpirrk6gyRhMDVOxW+9kauxgWnajUtps6geKQKErc3foxTQEKotWlvdX1iJ2C+JDvdnGMZn52kK1Aq1M52dMsToSqajG1PaWrtNW4mwYiYRAwYW5S3QCAt3Whel/qhNktCLUm701PWjejFQv0NJcVE8svyZ5U5s6yZ8yE+DXpVK8thDS7rK2cItAwZG5OzTyRiTpmI318NZePDUT6M22jGnPHr9BoAeu3siWs/XpW/t5V2Ik0qp8xpd3YhKrIzmpnUp5JU5Rd7o2yhmBQj/mLNHIBWrqSK6g9KVsB2/2KJDNoDNbh05AoDWGbD/dWwpv9iiQzVBllhJFoDA8ZDMYmZ9DIxeoMlzHhHGujTp4s0eBbAYr85Jo5ALdF8NqDEi9duoIyps9CmQz1DEjh8YuUDmYxrb45nZVWz41wJs9CmQzNDETicYu0KQr+DemMD3p49gpgufNHgeyGVowB4fGLtB0HuJ1pR/jl7R3eacCKG/2OJDN0JKpSzR6ge4/ZkNpjk7Pn8v56N+cf/e4Mmqx5cPxZo8B2QztmbRD4xeonIjNwtpWO2p9ON7sMSCboRuTlegEBKoO6NY5M03SVP9wvNljQDZDZ6bp0CkIVEyn8bhiz6MXDivL8WaPAtkMTkxPotMQqODqlzfn6Yz058/fX7vdhDd7FMhmcGViDp2OQAeBN3sUyGbow4QkikBheMhm6MlUHIpAYXjIZhiAKUgUgcLwkM0wDNE7dEIC3V2/z7h2aICX8GaPAtkMwxG1RCci0N3Pz0q9mE5f/O5wH97sUSCbYVDidegkBHr1tNILVHD8tvvDhX+zP705kYOoSr8A+grER/bfh12yyJF2/E9t6eN8gr9Ph1+dtTbaYPd90wTUX949EyO/jv6irq1kXfzIQgTZDHMjTolOQKDFepPVoUj1obzpkqGfrhv3WlrU5e4vK09qTlwxsFVZAe6zNto1U102gGtTXL1tmD1A/alaFyMVECjEQIQOjV+gihzWaUd6ZU/tqvDRCfRf5WH9m/xQVaCrY0NZcascL2byu9Oue5jvPBharCqfz1h1EGFdAbQ8ZjZ/AAQKsRCZRKMXaBqdHr34oBbIdlc/JIM7O62IFPjN3hkkmWvJcMzgrK12PDfo1nBZJsvDD1CeSdva6f/+rNSUZBciUIiImBwavUClWI5Ns4b856lZMnUEfbMTR67/Kn8KvnxKmsVeFQeVuaHT2U7LtpO/Jusnvx9OkIXFTXFxJR/usn2X+X0OLq2ZfzqZu3p19vZ3+QCPFUUjUIiMWCQau0BlAG956+UbXx/El2mb3AdlunyIBRlnqxPw3X+vFPIuS8mUrixLa6sk+O5RfrHIiE3547bZvnxDUakJ6fevi5+qbaFoBArxEYVDYxfoti5Ml5LZdLlda4GWsmkAgcqH/UorSsuYfpNslwUqfVtKub5G6Tb/Q/zKVMyY23Kbye9wWo0F5U+VdrzIewQKcRJcopELVCpjYz28tRdPzQQUqOmnQIgpff6KQEXSS8Vr3WPFX3emH5lcoEosX1dcv6zm5WWmaAQK0fIgqEQjF6h4c2ve+s+POjYjhROoLIBWionb/PkrAhV7SkkXyd3kfwnDJpdsTT8jlRLoXa0ETTl9+Lz1JjuIQCFawkl0AgKtMWTD4SrhBHpnLCzf593V25RAS6H6ZZZ42YZ0JRqlToq+m+U60MP96gqgxufLhswiUIieMBJFoEaGF+i2obq2IlBD2nSB5oYVG99kPfTzVqpyK/xd4+fbjyNQmAQPRrdo5ALVm00qmIt1NQQTaENCLI1IpbTpIXwedOsDObMzlH6g4jZNfeir5V0FBAqTYVyJRi5QWTCyvrrSSp06ggYVaG1ZuSxQ2Si+qbvJXdanSR+HlHt6q41E2tYXQOufD4HCtBhNorELVMrBtnjx1tTZvJZgAm2sbNAEuruSEXmlSKi2lEvDyjNkNpx92Ivu9Y+Utv6tEtQfPr+2qF7/fAgUpscoDo1doMnwmG9M734ycrtTBB+NQLeVkNs0lHNTvksizZd/ZKpMBKo219+rXWOvitmYtskvze7j41UylKn++QxHEShMD+8SjV2gaXy6lgUslXSwY7cC6LQEalCWet3qZGWothSOrf6opBWh6WjN1bqSawgUZopfh0Yv0P3HzBdHp+fP5Xz0b86/y5eJ33R8uOkIdG2quMgMKP16ZxJo0bmptPNV8r+Hf+w/PapeRyMSzBh/Eo1foMoMmBWMkql9uJCNSIqgGgS6PnlumSy6mHFuYx6AJG5dMWE6iDObTMTUpb7abV8BgcLU8eTQCQi0Mk1lzplpkqb6hwvWD9Tcz1KYaZMdb1ede//68IMiqzG3RoEayqVZH/pt+mGmeem3pue7/9vv+WMiUJg6HiQ6BYGKZSweV+x59KJT81FCbCORHARaYL7EINC0xClKwa+yK8u1oMbnE1Z9tUegMBuGdug0BCq4+uXNeToj/fnz99duN4ltLHwfgVqsVg3hswJnMZjzslraNI2FzzuHIlCYEUNKdDoCHYSA84GK0lwlcO4j0LvUyLYpRtQTN+khu0BNszGJR36YPSYChfkwWEd7BDoWsghanlq/kF8rgaot7FrxUF8eSXddPoizXqDJfKDqI4gpm5MLECjMj0EkikBHI52RXlFUskbnRm63EqjS0rMrBrmKrSfpGR9z6akXpddc1tSBVhdP+VcxwzIChXnSe+A8Ah2PpDPB+uxX0bS9u/rhUakbU7NAZSlRjCnYfXpa1AhIMx+LifGSEaCVAmh240yl5olF0jlJTuWaSNdJs116GgKF+dJLogh0REzdsbKurO3qQPXu9q+Me0tuVEqbdf1A9+kwUP3h0rIsAoWZ4ypRBDom1TEBT6wTKhtRRyIV1Zja3uokzMV97SORJPeldY3zsxAoLAAXiU5boN4mVPbF7p2qUHVWj5at8LvX+cXKKCxlqMHXpWYqbSGkbGV625gj/fFyuSNQWApdJYpAx+b+h2dyTqWT59r8KK27MV2JkUir07f6yV/enRz2HlXmXCmvxCnqTtdPaj7o6s2JfDztAxAoLIguEkWgMDxkM0ycthJFoDA8ZDPMgDYSnbhAn52cnCLQ6CCbYSY0SXTaAu0Mb/YokM0wI+okikBheMhmmBk2iSJQGB6yGWaISaIIFIaHbIaZUh73iUBheMhmmDGqRBEoDA/ZDHNnwKmCdby9O7vr9xnXDqt5SHizR4FshiUwHYHufn5WmoXj9MXvzZdV4M0eBbIZFsIkQvir0ixBKceWpX/rHo43ewzIZlgIExBoMQFRhbOuoTxv9iiQzbAQ4hfo52KGtXW6KqeyxzIvm/XheLPHgGyGhRC9QNOFJo5efFBLm7urH5KV4jtNJcKbPRJkMyyE6AVaXuqs4D+yZrTLNJW82SNBNsNCiF2gMoC3zDQsV7LoFsTzZo8C2QwLIXaBbuvCdBneb7rcjjd7FMhmWAiRC1QWMjfWw1t78dQMb/YokM2wECIXqChj1gTpIsBnRvr4IJthIUxAoDWGZEmPOCGbYSEgUBgeshkWQuQClXWgr6yH76gDjRKyGRZC5AKV3UCtXT2lXjt1BOXNHgWyGRZC7AIVZczVS8tB0QhfUz41wJs9CmQzLITYBSoLmatvTGH67qdV1wieN3scyGZYCLELNCmCrtZnH0r7v7xLphTpVADlzR4HshkWQvQC3X/MZl46Oj1/Luejf3P+3eNs56bjw/FmjwHZDAshfoHuPxaz15VZ22pHrQ/Hmz0GZDMshAkINK3sNM2nbJqkqf7heLPHgGyGhTAFgR4U+u5xxZ5HLxxWluPNHgWyGRbCNAQquPrlzXk6I/358/fXbjexVgYAADgwrOaiXxceAGA4BnfU0DecOcsMd0n1clhmqp0ht7qxzK8XqV4Oy0y1M+RWN5b59SLVy2GZqXaG3OrGMr9epHo5LDPVzpBb3Vjm14tUL4dlptoZcqsby/x6kerlsMxUO0NudWOZXy9SvRyWmWpnyK1uLPPrRaqXwzJT7Qy51Y1lfr1I9XJYZqqdIbe6scyvF6leDstMtTPkVjeW+fUi1cthmal2htzqxjK/XqR6OSwz1c6QW91Y5teLVC+HZabaGXKrG8v8epHq5bDMVDtDbnVjmV8vUr0clplqZ8itbizz60Wql8MyU+0MudWNZX69SPVyWGaqnSG3urHMrxepXg7LTLUz5FY3lvn1ItXLYZmpdobcAgBwBIECADiCQAEAHEGgAACOIFAAAEcQKACAIwgUAMARBAoA4AgCBQBwBIECADiCQAEAHEGgAACOIFAAAEcQKACAIwgUAMARBLq//+Hk0Wq1OvrL2z8qx65ePxaHzj5UL3M7FA2OqZb8+e3qq392vioG3FLdJ69iwO35v7w7ORxZn/6tetEkUj0Oixfo56ernPUL/btyXxw7/m0/wKFocEx1yuWqKtD5prpfXoXH7fl3r4urnpQUOoVUj8XSBbpdaXytflXuHilH1q/2vQ9Fg2OqszNWVYHON9X98io8bs//WT1S0uQUUj0aCxdo6dulfb/u9CPrH/c9D0WDY6qzM8T7UxLofFPdL6/C4/b8f36rH1L/uaeQ6vFYtkCT39mjl78fQparZ/L78DA7lnyHTj8cDn16qn+J3A5Fg2OqUz4+qu6eb6r75VV43J5/971U4wtx1cfH2kWTSPWILFqgyfckr+H59Ej9QZU/3Zv0xJ+UP1wPxYJrqpUTym/NbFPdL6/C4/j8spCZFVWTe+SR+gRSPSaLFqj8eS5+W5PvzSbZlj+0xbFLRRpuh6LBMdWS++9XBoHON9V98ioG3J5fKrMUVT00/RFpqsdk0QLdlv/1L4sf3tIx+b15Zbys5aFocEy14GPefKDdYL6p7pFXUeD2/FK7G/0uWXl0Cqkek0UL9FL/eVbbl+WP8EPjuW6H4sEt1QeSKq/V8f/5SH8rZ5xq57yKBLfnFyeVG0bVwmnsqR6TJQtUfhk26h7x05t8cyq/rMWXyO1QNDimOqsLWz3543NJoPNNtXNeRYLr83/5+Zna3emuKIFOIdWjsmSB7nf/fvNYCz+Kr1dZEvKb0+dQPLilOn0bRY/A8lkzTrVrXsXX5bhEAAAJFUlEQVTCMM+/LUqZk0j1mCxaoBWKn1PlRzdB6uOV+6GIaZVquX30UmyUX6JZp3qQq+LB5fnVUuc0U+0RBKpSVLErP7rKsY37oYhplerDq/LmbbJRFuisUz3IVfHg8Pxy4KbahjS9VHsEgSoorY/VuvF8j9uheGmX6tIFqkCXkeoeV8VD5+dPe9/n/9yTTLVPEGiB2v2t+ru6VS3Z/VC0tEy1gkmgzVfFRfdUu18VDx2fPx/QWQTtU0y1VxBogfgqZN+O5Qi0ZaoV5iDQ7ql2vyoeOj5/JlBlNqYpptorCDRHHb9W7f+Rf1HcDkVLy1SrlAS6kFQ7XxUPXZ+/mJLpTB3W2XDVskCgGfLbpXXZ2WjH5ynQtqlWmb5AXVLtelU8dH7+u6Pz8/NkBpL0sgmm2jMINOWj/J5k/TGWItDWqVaZvECdUu14VTy4Pn8yY4gyfKnVVUsBgSZstW/XUupAO6RaYep1oG6pdrsqHno8vyy6FmNbW161DBCoJPl2vSx2LEKgXVKtMHGBuqXaMa+iodfziyNJED+xVPsHgR7Yia/FSlucYAH9QLulWmHS/UDdUu2cV5HQ8/llc/ym61WLAIEevh5yliF9QG/1d3VuI5E6plphyiOR3FLtnldx0Pv5c0tOKdWjgEDTzhql5QVnPxa+a6pLl050LLxbqnvkVRT0f/7cmxNK9Tgg0OTbpX0p9rOejUnSOdU1Z8091X3yKga6P//VD4+faCfnAp1Oqkdi8QJN1mgtr3w94/lAJd1TrTDF+UAlbqnulVcR0P35Lyu+zUP4yaR6LJYu0OTbtakeKFftKHXlbodiwiXVBZVSyKxT3S+vwuPw/NtyhWnRiDSVVI/GwgUqo5v1S8ORrf7LOqM1kRxTrV8+uTWRXFPdM6+C4/L8Sr/Pfb4jNeo0Uj0eyxao/Oc31+DMd1VOx1QXGOvBZprqvnkVGqfnL18kJayu6RF7qkdk2QK9tH67kmNZzVFp/Wu3Q9HgmOqcikBnnOq+eRUat+cXxczisqQR6lXjVYtk0QK9U78YZZK5vI7FLOzJcpSlhbI7H4oF11TnVAU621T3zqvAOD5/un7g2YfD9tXrlRbRTyDVY7JkgaZfkxL5D++dZb/zoThwT3VGVaBzTXX/vAqL8/PnUylnKI3y0ad6VJYs0GK6Q/MX4qN6XBsG53goCnqkWrlDudgxz1T3z6uwuD+/XAipQOsEFXuqR2XJAt2avl1a5XnxLSoN43A8FAN9Up2eYBDoPFPdP6/C0uP5k+rN9NBb/baRp3pUEGjN10tUAD0+7DqSlUEl3A6Fp1+qBUaBzjLV/fMqLL2ef/fzM1HUPHk+tW/4qCxZoAAAvUCgAACOIFAAAEcQKACAIwgUAMARBAoA4AgCBQBwBIECADiCQAEAHEGgAACOIFAAAEcQKACAIwgUAMARBAoA4AgCBQBwBIECADiCQAEAHEGgAACOIFAAAEcQKACAIwgUAMARBAoA4AgCBQBwBIECADiCQAEAHEGgAACOIFAAAEcQKACAIwgUAMARBAoA4AgCBQBwBIECADiCQAEAHEGgAACOIFAAAEcQKACAIwgUAMARBAoA4AgCBQBwBIECADiCQAEAHEGgAACOIFCIjd33qwMPLfs34z8QgA0ECtHx+ZEw5avy7jux9+s/QjwRgBkECvGxNanyz28PO9c/hnkiACMIFOLDGKxvCeAhOhAoRIiM1r/6p7pLxvX6LoDQIFCIkctyO1JSKK3UiwIEBYFCjMgKT9WXd+aWeYCgIFCIklI7khQqATzEBgKFKCm1I20NAfzV68eHnUd/eVu5+Mu7Z+KQOFbp9XT/erVaP/l9+CeGJYJAIU60RiP5hx7Af3q6yli/tB058CRX6KW4X9LHdLWmNhWGAIFCpGyVWs/LShfQn1ZmS5aPKPUAQqD/97fpXgQKQ4BAIVKUjvN3lS6glyVLFqXT7arMw+Kar/6XslUB+oBAIVbyoZuyPlRTXmLJsw97Ud/5SNVrEqKfyrrPL+8eq/1JL/N4/9PTzR5gABAoRMtlGmtvywG8tGS+R/o1++tSK6zuslvkh5LzdjQiwSAgUIgW6cmv/5Cx/EY9UKoSlQZNAnV5rtLapF5b6ZwP0BcECvEiI/XNdlXqAiqtqLYCCdMmZ9yVG4gu61qiAHqCQCFekuD8UbnR/K5sVHlecsqXn58dq4e2ukDpiw+DgkAhYu4qjeyCrXHPxniHkkBpfYdBQaAQM0nLeanceFnR5Z25dvP652crXaBUgcKgIFCImcqkIvtslGcFtXC5u/rlTTKaE4GCTxAoRI2h4vLPb+sFKka7aygC3Yz68DB7EChETXuBpmftyvpEoOAPBApR01Wg2sGj5x+2CBQ8gkAhagwCVTotVcjqR0/O//6rHG2EQMEnCBSixibQjfl02e/p+IN+PQIFXyBQiBpT7/ea5vRKX08ECj5BoBA1JoFWRiLtt0d/laXOyiBPdWw8AoXBQaAQNSaByklGNsqOXJNiQxvuvqUVHnyCQCFqjAPYy9OC5JPWlSduSmYHRaDgCwQKUWMUaDIfaLYS0u6nvB+9bF/66rfsvI/JAkhppSgChcFBoBA15imUZGS+Ohbzzu8+yiGbaYFUHli/ED2Yrt9lYzkRKPgCgULUmAVaHQ6/SQ4YO9mn1yNQGBwEClFjmcRz95PRn1mtZ87xL4/y0ikChcFBoBA11lmQPyqmPFYalD4rq8Ifv1WblRAoDA4ChaipmUb+6vWJsOTJX3/T9396LSo/16cv5P5tXgmKQGFwECgAgCMIFADAEQQKAOAIAgUAcASBAgA4gkABABxBoAAAjiBQAABHECgAgCMIFADAEQQKAOAIAgUAcASBAgA4gkABABxBoAAAjiBQAABHECgAgCMIFADAEQQKAOAIAgUAcASBAgA4gkABABxBoAAAjiBQAABHECgAgCMIFADAEQQKAOAIAgUAcASBAgA4gkABABxBoAAAjiBQAABHECgAgCMIFADAEQQKAOAIAgUAcASBAgA4gkABABxBoAAAjiBQAABHECgAgCMIFADAEQQKAOAIAgUAcASBAgA4gkABABxBoAAAjiBQAABHECgAgCP/P8xT+veHtvQAAAAAAElFTkSuQmCC" 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" 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