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<h2>HL Paper 1</h2><div class="question">
<p>The image shows a transect through a stream and a field.</p>
<p><img src="data:image/png;base64,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"></p>
<p>Which calculation would test for the association between two species of plants from quadrat data from section A and section B of the field?</p>
<p>A. Correlation coefficient</p>
<p>B. Random numbers sampling</p>
<p>C. Standard deviation</p>
<p>D. Chi-squared</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>What favours the production of peat?</p>
<p>I. Presence of organic matter</p>
<p>II. Anaerobic conditions</p>
<p>III. Acidic conditions</p>
<p>A. I and II only</p>
<p>B. I and III only</p>
<p>C. II and III only</p>
<p>D. I, II and III</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>Which processes occur in an ecosystem?</p>
<p>I. Biomass increases in each successive trophic level.</p>
<p>II. Inorganic nutrients are recycled.</p>
<p>III. Chemical energy is stored in carbon compounds.</p>
<p>A. I and II only</p>
<p>B. I and III only</p>
<p>C. II and III only</p>
<p>D. I, II and III </p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>What contributes to rising atmospheric concentrations of carbon dioxide and increases in average global temperature?</p>
<p>A. An increase in the shorter wavelength radiation emitted by Earth<br>B. An increase in longer wavelength radiation emitted by Earth<br>C. An increase in the combustion of fossilized organic matter<br>D. The depletion of ozone in the stratosphere</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>The diagram shows the food web for an aquatic ecosystem in which letters R–Z represent individual species.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: © International Baccalaureate Organization 2019]</p>
<p style="text-align: left;"> </p>
<p style="text-align: left;">Which organism is a tertiary consumer?</p>
<p style="text-align: left;">A. Organism T</p>
<p style="text-align: left;">B. Organism U</p>
<p style="text-align: left;">C. Organism W</p>
<p style="text-align: left;">D. Organism Y</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>What is a potential consequence of the rise in global temperatures?</p>
<p>A. Increased exposure to UV light due to ozone depletion</p>
<p>B. Increase in ocean pH threatening the survival of marine organisms that require calcium carbonate</p>
<p>C. Decrease in the number and severity of storms due to the increased evaporation</p>
<p>D. Changes to circulating ocean currents</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>This was the only question where the percentage of candidates answering correctly dropped below the guess-level of 25 %. A and B were both more popular choices than the actual answer. A is incorrect because ozone depletion is not a cause of global warming. B is incorrect because increases in ocean pH are due to raised carbon dioxide concentrations, not global warming. It would clearly be prudent to assume that diploma candidates do not start the course with an understanding of the causes of the enhanced greenhouse effect, and this topic should therefore be taught thoroughly.</p>
</div>
<br><hr><br><div class="question">
<p>The three-toed sloth, <em>Bradypus variegatus</em>, lives in tree tops where it feeds on leaves. It also feeds on algae and fungi which live in its fur.</p>
<p><img 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nZMw3xwbW0NveeefFMd8MJ/OSd5OsDppsyjfmQyMY+KA4WM4UfTUbrG/mzoCayz7mBPsIDOcQRYtqfxceyv5nN0dCT19YUzEu0c3CA38nCNTgGvFfAMwOX6TY4Zg+VjxKlYk1DVODkhUVKuyTBoggEjhr3z28O70jxlnkOZmBgWgAGeGCuTuQBPVDwU1g0PrZYJqZHiKZfyYAkBs22Ha7AYDcGKNx7l7dt3tGEV95wJ7r6+Pnki0ZChJLnNVBNUTDQzWBGoeqHIuYcObzF4xZhaiiHCxNhEGs6K5UaSnKrV8VBi84sqqn7Zm6Usi9n141nD3+x9koB05WF5OAzZUW55lI/2LABIDc86O9LERHvq6hxWZ0Lbqedvj6ES4C1qmU93TnjrszmaeXpSXoCSDo+25cr8d3jteJTRQUHLoGiQM31fDZ4uR7Ks5Bf5Q5b1vdug8iQrh6AR4EyTa11e432pw07ntAZsnnVmoK+eq7nTKIlw03OaeK6BMdI08lDy6fy6FurhcPPoPC6Tq4/y3mHl1bS46sxTXDEKqDsO8hAP0KFrra3MU4YdB/jRPddgabplWfBiHgnHUwV8JycBSmw0tuOVeWZ6P3OwLBHkCdTNPMqF8ZeGj0FjkHprYGRUXguG6QqMjOB2xxyfewEbpz1NipWwNacUHo2G7bn3J85GS1kIDU8E17y/f0BveDAHx0Ecb8cMa8sEhuEtE1a0AFmG9aIrr6b2PKFho2K4DD0BZVZgNxh5KdPeEXUjLo66YT0NgJjJU6cBrBmixFB3eGRYQ7K29qBBWuY2MWSAhHxlXnkDuTR7BL4SzD0H7UU+e5aADWtuaov2jjTWPqZOjNEBQOkOhLzki7e2YogkgjP4U/JZJifcMuDK6TJdLm9twEtK7ao7eeoOj/sYltd0Qy41mFpOXKMO0KDepIn84UmKTwNYbjviq2acBhyVt2Yi61IGjQavMngQ3SlAEhLBn3UniDbTL9Mgt8gXaf3X4USTnueSTvlchvveV9OzHJrDHR86HWURJvrZgbBdOJw4TvSuqyt2rhAHBoAVtD+neWy+mg6dInEcGj1hJ52dqqeeFTO7PzMGSxdcklezWVJlRBZIGeT8eB5sO0Cw/MM45dunGKZjFHgOGB/C4QRUQzlrgJBRZ3eaxRjiOSjHSoBQmedj5RvPEgNjXhGvkiHlw4cP8xA86GIkYLyrFLQAzQnNhXKFP3hyHPWgwQFKrgK2lohXnI2dLUtpRPN8IZd4G8dlkU/lZM/MeS1D6kSdUaLxllgYI05yzPbT2lYCceRsBkvT81XtQm+e5Rc9MZ5adAZRZnsaHWtP7aPRubldLAt4iLniujMR3cyXy5ru2lxfpw1DizY1sBNXgicdpA97lAGKwQC0OSzr0JUA1wgPkCSeuoWuyQettoyRrtRBg64I53YwLYc1X60zkk3VdsFHtGPYRHUvgK5BxuHO30y/+dn1LsOnyku6Mrw5n58tv5Ke45rDSnqNtgmAxRoAeUjntFxpS9qA0Y3DSRedd2wvou0dx5Wz5CPiANVwBmh9RmIAA1hSpi35ftr9NwLLhsIyeqOJhLsSkSaQ3Uy4Ysw1cMgr1PwCQBcKDYiRDoFAgx5laKhFIMEzgMLB5mcfk5OAKe57ACaNCvhAC6DEs4RmgHOb9mmxsEO4DxoU7469eDRMeZCXxQx4giZ82HB8bUnjMW2QeWxl/x573rKnOJ7GU1tqS+MZNKGFUoScQmkok7J8EFefYawoEdIjHd5kxNcGRV4pRhAzqRopCvqRpFZWngHj6MVRqgAPABMwhV+BdfbqCDf/yMe8l6BWMzD9nfOaJ19FS8YQixzeRxidS5TJvfNbBwR12bq5mM+qvQrZkhbwC6CsAcs6Xeep6bhdmmtVdk6Oow7wF2eEmh/zJnr51UBSBP1oc9Ph6no6fxn3pHvneVL8k8JdRhZjlczhDpjquTkMHpAj9gu9mqfQcWgpbAKdwwa8JxtbZgooHCfzAp2aRnDCMydlO07qTrhlWsjY/M/0+o3Aspm4BJMZcpwZd6WsMIAEYQyPrdgIkXvtRtEcZg1I2tguCcVchvPhfXZ0xPvALU3bZyibcvAqGdobH+CTvYuTHbUX66kC+LZXQjoDJrTwmoLnWAVm+AfPHMQDIBqz8pyHf6SXXLJA/EaP+gRoFh5klGfvp/FaezDwFPstSQ84kdJ8+Br1CBrmL7NQXeC5OQ5+oEFdDJjIgHapwrVA16EOgzSuI/ElTd9XBT7hxulKOZV8ud1K0HIe0iEPyg6dsncRdUduplvL13HuZJo7PejV85+UAX3KMQ3TVPm5gy/DCC8P88vV90ErUgV9pnBqnsrySlqPlUPC6Y4sQOdz+VNlcZoyriTveK7Q8TPpy3vlJ2PVeEHRaXx1OZHUDkK0h2nShqxbYG901nTO4MHk5Kiyw4ftyPQI4wydDPsUv9imAbOsmDPO4DoLsCypNaI3MRJCYYTcBuNCFMmOirkyCIB7hsX2AhRX9BhULtLEfCIrai6rFDr3pXGIDf2JLRJjY6GISpONiEWkULX8Nxse5SFLaHLPwVWACWj63e+8fYZ0eCT0fhxtaohM0yuwaqWQgzqI7NUoQ6ZPGTQwBzQ5474Mg5fwqukEnJZ81C0O54P/8MJzNRrqU9aNfDba8HaRl4EyenTi2cFgpQWgYs6wlJW9JzW+piWm8rQyo1NezFdzZMgk9C54rcu1LpEn0vlay8L0aj0JGZNe8ssytxyeRMf1Id7lcS35Jq58dtmRp9Zh528GSvNgGi5LdHK5pjnt1WmzApR0oE20daOk42yElXl8D39PPJzZ1zJhUZhpBR8GYJUY7cHIrDXam1C1keaSAc9RPbuzDrIh17I44NFpmCRjtCdaU/HWmHHKpxmDZTN9V9JUy+cKFDOzzBUSxnAJI+PgOYa0DCpjIUYGyHwEXll+kyCxFyznCYGFIQc/3jaSe+UMfwGKeEn0ROENkhcgwDPloJfq6u7WPiyeWZkrD+gHcMSrjkqTjQI+oUedOaO+eUhdKqZBMoMv9edgfpP8HCiNFae8un4RHx6P009OUlaUT3wzAIhwZcBRZvBZ39ujhl345wDIqXNcve3COxLa9BEPPuTBkGhsLECUvNSFK95+OTw2H0+7Wne4+uA2Bk/ZYAs5kQY+KZf2tE6hRxyWI/emibyQacTF9E7ILi/iqMMJL9rpiNeZF1yaaU/1TFjzYR4cXtGl7abwKEnnPKStjvK+CoybhnRFfsWSr5BtU1bJxWHNdMrn8t7pq+s0vFVppmgbaLquzemI62iJeXjSeLshMptIoXeEl68Sm0eu2Di7asASh+P0+L4sbyb3MwZLb/MR0QIkXAgMuNI2QJTYE//co9he9cUbYJuQPSSMjXve52RVF4BEONyrwlrZDqA10AASuOkaKhZKB08TbbwzHN92pB0RnA8AlGEkrxAyb8lWcvNOPXxSDid5MU4vfgSgBDiaF/ILOPKmWrYPcXKIXjZk0pGfg7xluRFGnpIHwDC2PBBuYIQne45luAgXxiLQUXsh+5j/oUyHIxvXATkChG5LlNKgxJV2GM2fimtvj61EtCPpaV/ukW1cJ1Ir5VQAZs6mvponxxooLR+Hc6U82kLfJc17QCXjpuEyeSO8aIcCNKl3bPUySNbydTnIwPfQaj7qoMa4J/FtGuKrkg3tXbeDy2soqy5IwabTkKZ4IL6Bh5zfXDq+iazkZTKPldGc2AlnenV+lK84GssJ3bSeY1MAJlfScYJFk6xtFJ93DJupOxn0Va8I5690kY/Fo+HheAOsKH7GtzWCPCWLKyQFBKlRWryjDJxkJ64688owCm1DwvMI1xgPM97AADDxPJnTAxg9twcdFkVQaAFo8S45ZfHGCHE2Zu7hkXwIBYPl5CANcWUDEKbN152dlXGTRvXkau8lgySvacZcXnhUgBVn0M2eLcogb4Griq48h3hKqmtnBkrz5rjIXg+pg594xjNS55DfACJOdS3mRsV7AZThybpN8P7qoRfyN8hG+ciHetS9sOqS55MBUugDUlH32AxM23JwpePhCmBSlnSBDcnqjCQaV7W6NtlN5U2S14foqDOKtnVc2cZOy9XxXC0ny4Z460rI2/Wu9YO09vhI77xOX5ZV35f8Rh7z0UgDaYRywEfEPQEoKbA4zIeDmp8dPtW14iXrNmnIX4UXmSq6TeUXSb75bdGuLqdsp5Iv4rFTdMppiadD5wPUDK0J54x6RFui1+x44YMbxGE3HG0p5rdHR+u2UsQM/8wYLE2vZFr3WfiqcF5Y4Z6T3sBnVAbPJhZXnAbZAYYMyQFNDntMYezhFXZkgVGmDdeCsGJD06/BNQOl+SZNGHus7AKYiK51IrYsuJ42KDxXgyT5aDxO4jm5h3ZlSNlATcdxJDAPyIR8HI36GI3qdDWYRYPjYcqLzuW6DMuWZ99zDVt0O6BYnsOkxrG5PMoACDFYe7CmHEYc5Ua96SBDBrGdCxlQH+TNCwdqx7x5vGMyvlbk+tDWZX15tgfpEs1/WRd3yMT5ZEM6ZcZzI13nNS2XX17VcQJauV2I82lvEjqEuZM1PfNqen52udSxwISq3Q2SLieuUYZpiGYpJEfk61RlNiWpHklrnp1PzwX9RjiuCtGN8/BgOtw/KTznnv5SlN0gpJzLPIeulPYQeky82of2yh8MRgf5gI/5Qj8BVA7CHA6ekNbP0zP6eOyswfJxEhEiBgAyC3MMj25CQzd7Hwic6THkVVYCg+EfRkdaNwz3nFQewHI4oMWBEosmrzbmuSu8V3+bkjICAKJHIQ/pS2OP+7bU8JFf6pBBAeFSHlenLZ8dztVDOsrAMJhGkG64gSk/f2WF+sCflSJ4fVx1LacoJwA6yq89lGiB+Av9qGc8AyhBG28+wpAznyaDJke0hz3XCKMOmjuuOqdcdv6mpeqbOwylnZzUl2L4Wsy8eXn+smMi9p9m75KyShAJbh7/C73qqDreGHnQvrHLgZ8uCV2xPlV5rINlQL5XexThyIajmYbl7vRqUz8U+ae7hYbyZU+yLuvxdp6OTvBXG/3T0pbxLpOwqepQSLrMpvuyHZrpPJb4KQHOX9J0FuJK3jwH6bRcOfUxkKJTo9HQ1pa8YwN6NBGfbnN51nXi0BeeseNvcvzOwJLCXTnuMSb2BOIJcYzkBRsYtnAw+o6OsGDAbqwlPAUMnHSceCrQJS3hvK3ibzxiOK2t8b45NBGEh4A8w0MIOobi5hFa3jfI/Ee7P+4B39WQPcABGgh3qmsZJu8j91puKMoGdOkJiY8jFIO6wYf5DGMNWUU6g154iKRjiBy8RCcQYbURRV1DsUAlyy3kAkCS1kOa2LtGb1sO8e1FSVYZeCM+5OFOxMNx2sT02T8LkPFM/SjffFgmWQi6GNgdZv4jsq4/9PhiFHPaDPUB5JhGcM4aCFxO47X2DskhuSGLqrMIGRIebRXtEG1Sy5d41SnTcOmElXEl1qMjPkjjw7dlmONyD6pHx1dXz+9UiZ980yxf03AO8+1nrmX9yvsyTUnHacr46e6dV/ksBGnm42XT7sgPeTK1xpoHz4gUOwA5kKhokSgDKZjjxSDipJ+amovf6pmOv+niZg2WFE6FfTVxM8xV97kSvicPlQAgOKgblcfDQgCWmwSTh3UYnhdpqLDfG5+nb9XlbUjZVeULRBwoewsfBchzppRPXugiYJ7Fi1Z1Y96RsGiEcNG5J60blnufhFEHp1fabBAAjYwtv37o/PDFvYwzywcwIa/r706FtAAY/BIfAGnPFr5QlnoagGqX5VAXy5B6t6m+ufw8DJegpGbMW4Y8oqwco/aN+5BXePHIgEUeFu3G8iZhwqgLZQWY8Y7/SJrT3a3VcXjD42b1suQzqD/+lzSUyQFNdITXReNnQOKjK4TP5HAnAE3fRz1L0CIu5CPdyXrkMPPcfC3LL3l2eBnmvI7jShUpw3UlzHma0/vZw/iSTtAwrTJGXWNjgFq79iVN97FEOeBp8e2HVjwAACAASURBVCSbSZqp6Dtf6Bezj5lWbnu8y5iGy3ae7SbkFViCvfGcs1TFoJOmLx3K2/p41VrrI80ZqpzT38wYLKtGzUzT0lVFi8LNPFd6gzD8GkBhB2Mn3p5VAEB8gZuvgetTaoOP5FWGwcSqun+9EBoof1xj3kkPhANcAAQ8tVJ+NALBtjEUrPIsq7nDmExGyDYorr4nnEbg2Y2hZ4gxecwqctHrk56ooBfeCSnhj7qbLg1uAIROzNc2KrTpiKa8Q/NoQA0eoEsarnxsmDJUFjLIe9Z4Zggee1bxbGMxJvgNPsMDjc4s+A85VO3E1EQxd0saDkYBff39aV7fXK1E8nHWtgkUdwJGlcZp9dD0hzjau/y6EK+9TuVNlnRcb8g5nLpz1HIu27JOR/rHz0bGTFMNWkYVel8G+558IW+HNF6dHfE5nfNIopm3xlzw3hwSz83hpl+mRkebPc6G+EzE/BBX1T8ndNyTwkt6vnda520O9zOVo3qkz6Ys2ZQdJHE+yWeavkIhZFrPiTMKBY9IQ+f+TY4Zg2VJXEwVhuk4M8tzec+zKwdQYjwRH3MHfBC3PX8YAkHhQjPcVgWzR4m3AriyIBNbAsLbKmmbD5UvSGgVYLa0hPczORmOu3gphtfmrQbv4MuGBj3u/Ux6bbFhK496sejF9UELvEH+5c3vlbeSQbjkN4a80EUmwX30pq5BhMXfWkEov/kIBakNAdruHKR1rJoXH7UlP2lYI5ycjJVxy8G0aaOosz3u2qOFZ8DTHQh5AEteI33Q3aXVSNop8rfHZv0p+HZZXDGI2GqWf1J5eCQvGjEtEzsbSGc+4c+ycBgtQb0o1/fE1W0XbWWBO1+YKLRr+i5LPE7FO2FTIFJzsG2BskqeRTf/CTLhVATvwYfTlPw5zNepWCNuqnDKMS3n59oMoPD6pONJcU8KL+lMl8ZygnHS+blZZsRhVz7Mu1+FJZwRSeyKqYGxrveT62aaU11nDZYw3lwJP1NA6UmWaakgJwaG11Pn4T48UOIAIUAytgfEnCV0MUq+fLx06RJ9ldvARlxNK6rIcylst3vwE0M4hA1NwBcjRUE5CXN5ahQNhUO40BFIkDaDpBsNoFQdbayV5xs8uXlME/6pYxh2xKqBNQQPHoPf2st0PX0NyvVfaMd4JsCdFcISMPWLpXlu2z01HmZra714JlPKgGHKwSO8xuQ4Mmpvn1DnRT0sO3pseZd9/WnunIfx/j760t2VOvQhEH7x1LKMq+tSgiTDeTpHaHmIL9lmHYJHDrcrV074kAz0oYbcHpUXErVRe1Vh4YGUtH0f9KMc5RTKND0HySn0L0c0XdyerjPR3MN33AdAEhb1aCTg+jaGzu4JGlPg++yI/BOkdn0tG7dDKYuwT68BFGCZMQkwdP4Y1dZ2BMuM6phG4puY3+SYNVhSiL2fEHxdMI0As5x2ecVkbmULgGukC5bxLPH6Yn4uwjBCjJIvFJGWuT1+tY35SkAmhoRhJaZLOh8M5XiWAIv9WMTbkyMfZUQj5K0x2QsxQATtUDDm3nSoZ8ueXvkOMqU5jRmRUdfhlFXzT9kxJRHJkV09dRG4HRPcgYIhX7iIuoYcXabqq0YJT4HwGMpEOlSHH5CzcVJmtKU9/YLpzDc0raTj4+G1ITMttuUOh7YqF3oAOn43ha/Sk1ZHd1xoNw5aCtpxsv809t3qE36jLObUv7lS8xvlB6X6b7QRUon4qDedH62fZV+0i9OHDtXGVySJdiwDQrnrQvMd/HOUdXFYQ3heLMvZcvvFE3uLOQBy8+aeAP7/OQ7byT9HWTMtI2SRZZOnlNy2ZdPUnadxRXvSJEs+jINjgIPG4c56pjyU6WYNlrVSRCWqxi2o1mls1BHpivIU3hyVk+lLseM+lB4afK17xfJl+j0YFIpfD/RmdJUr47A3UffK0Cc/acp7wJiTOH+kFkM3X2E84e3JyLKnQnoMzwdxtQFHuVUc+F15ODkudw4VcCh/gDR0oQ9o4VnGfWOP6Dq4DNJwNtfP8VzLOIcTBm/sKfUcYnifAItT1VfKoJ5Rlofc8B0r+Xr1Mb/26LqRFm+QTo4PK5OfZ+Td0RGf+BcfuW3QA+oO2AKQjCoYckOnPgC8qJPr5WvpCZsu16cBJXyV6Smr4TnzR1gjLzVXDucaZ8RVzwxuc5xz8czh6uViomx1vLX+ULYP307Hj9PO5Gp68OH7/AM5jw3Jm+lNB+AMiaeLNy0Pnf3s61T1Iyz2VNZORymbajhVdPDQo/OhHOswc/W/zTFzsHTrZqDzh2bdG5oJKUfRi5bKokrnSXzfO5+vViaeMSQ8yoULFkiZ2JXfmX87GwEwFNa1ALI6f7wHDg0EDRgY8GS8Y7GFJoaReJjhycIXiz9qjFpXgz30vAhzHawcPEtMGEiWgZSxaMTgF+CJkzwBlLFViq1PgKaP+FyVDSzoFiw4mTx5DTFzWSo+A0yzMmEdqA29LPwwFI85bwA4SKr+uQ24F/gUV8K0SNYeK+RjxeuktMHwMB9cjo+18mNmDK3p6ADVOLOHmd9N93CbvNB2+eW9gdGVdhqeqQcHYfAqWeTKOJ2vpMW7p90Ii9NU8zXre61PEV4++54ryePqhc1oQ7el45xHGXLZwU9MA0V7ZJ6aphvgoMrfxO43fXR75+qKDHKx/pquddzPT7rOJl1zGVPRdNtwRTaBN9HOpEcexIWORycUz5laYbN4mb/NMWOwLBsJoMQDgPnyyyDTMRJAFR/MoDKm11CxTAC6gBwCIB4jA9TmzOmu58ksvDwMJp0bikbgHqDBCLVQlPd3AkZ6xTJ/Zg3DpTxWdz3vWHYAtIMVyTyXjaxSK6Os0zbIQuAZIeJTbRaND02Bd3632qAhxcheXVVuNkoYIizOmq7rXZZdyze0Rs8AC9uK8PrypGbUM5SJNOpksoxdVvAeID8xEaCHrGgbOjUO0pKXDmB4hB+Co348T2iEwBwxXmR4ooBCcIuMqTMH5XDP1WWbNmHNR/AVAKMXA9CFgpbplHmhW8oYIA7eQ6/RV6fhymE63BNW6kU810BJ/amzp4NoG9KXtOC1Nc9ds6hJB1qOSqJMFf07/1PWZSritqWp4p4U5qaxXJ6UbqbhT+Kx1A2n4RpHyLl+zjjqaNqx9HhmyozeeZtFYpJWSlGvHORtKI8TIi1M4wFKSZBiW/xym1NbeXx1eFQWo+GNGwwyANOLIqVSkdabUJ3fVwSDcHmBHuXFw9EPcPGh3+yd2kMy8CF30S+EGsoubZe4rfiUzfwsNAhTmwEYfBUlL/KoblVjmrMaWIgHxL2gwXNtyPXQnDDiOGn7uNediMILYdMdIdfwKpkfBRTGx+ve2fG+mhbPcQJqrN4HqLizoY34CDMyDt7DYyY/HQB1GxmJvtnACj0tmOU3MEqPEBrKy6b3qmOIupV1rPmqgdcIbBqPp49aaV49z+Gy6V0/qcpPZIzym9Xj4Qm3tiW2s3EY+LgHDBWWdRwHIsJjbygLVpQL78ikPCo5yssObwn5wa/iCr0r8/2u7lHFUia/K7pPUb3HvNWnlVvy6Hvkw73bHRqOMz3iyvBmmTre6Wd6nbVnWQkEJcibkacqvKyQmM3eikfo0CGNz6BRGy2KEzRirsw/LSGFygCITHi2J1jikXkKMIiFHBsthssBiANy2uYDzbyibZCzd0FazafyBXb/hIEMIBqF9JVclDZAE4AlGXzldY2GdsGIOPG0ME7N2+XXE2kYngEW5BA8RHYDN3UMGdXK4Xq7oDKN6TgNnQO0eLa8ycczfJGeaxkn+WeglOzzF8aZxoDNinbevO+vLzk86hH1ASjLxS6A1+lcdvCjv/zR4Tq7Pg6vO7sA9ip8ik6EvA8ePNTm+Xnz5qmuLDLxo3Z4yjdv3koLFsTvTseoI3jt6+sXWebPwzuOnzwmEFnJi85ztJah+aRunOiVp334GLU7HBTF9Tfv/1xXdLTU4enKLe1spnmmozddHLKz/Mp78jh8uvxTyXOqsOloOO4bgGW4uQzfrAwU7rO5EvIW5ImEQdfxGGIYjZmJStC71kZHHIsyYZi8xhRDFT/XBlIP40wv8ka5mqNqadEQnNVaDnuUXClU+zu9up01ouLaHt1kfL0n5vtasrcRJVrhaEQBkdAju/05f8iMhgYkbWDheYX3FV+Jn+S3QjQdEW/HhGIEeLFvFC8HfwU5UIIPgV9+LsFQPBUGIVmLYVVd7VcqX7RFUC3bmZBYKOMaICvjh1f0IPcKACHbNHzCZ4BCDN/pBKIDjGkQaHHCA+XJMyvewnIc8VHnqDsdYOQNfiwHX0WPCdkCiJAz+0GXLl2qL9M8ePiwekOIqR5oApSUAzhev3EjLVq4UAuOWS2Un7lYTnSLpjbfpW1QvuvG1UAZnUTUfarhd9mOrsv/367IDrnqai8rC4EwDsvXz80yQua/q2MWYBlFmqkw7NjWE8oQc1lmzOkwEPY1CeRkDJECxWJOsgRMV9w0uFJXV1g084ZwFBmPjqvjG/PVQ1LS0INjoE5fgSzAUgIl9FRuo5BpGsqJerFolKcWACt5YVF6xa+AMmjgjfISC/kpn7pjkNCyt8vvc/O2ir1eyaK1NY3xA2V6JzaGvabBJgKok64oKvhTXHiNwW8tGfKH7LNwZczQaUxDu+HZlod40o4CXl0M2ecGUt0Ad2/sFJ/51UxoBTjyi32dAk28N7wr14dySl4BHJ6ZX0Zm0GB3BPLhRG5seh8YeJR6Fi1MvC1Eusgzos6E4TNq5m+xCpRo67a2tGRxT7p3/4F+Nx5aeJfoI20AYLKnd2BgoFos6u3rS4O3bqV5c0mX0uLFi/T7TteuXU9r1qxRHjqwEihJ5/rpSvtXC1yMaup5ShEt/oR+FgFPuYU+RynDp2R5LBoSpR6UCTL5x+Kdx9cyT3kP+E93lHyrLshKHVwe4WjeOzoePtRNGvL4OhVty8RxT6qD4592nTFY0iNyoHwYEUrMz8ty4CEwpxi/j1H3BuQxKEzKOEKZq8nvppYhfV1BQQHqJnssQZU0HnqLgaY/psHVjcA9iwvz5s1N/QMD+m6mP84btOylxdWGZxoAjGhVHko0FPLQ3q0m0IIl7Z+T0wofocjQgBY4xD2y5OSHzPTZsewpsb2HMOTHfGbMB+JV2SCyZmcNgJbrrbK1oNCooKW4VZeGDiCEWIYjAx/wHB4lV8soVsQlP70105JYyGeejuX1sdGIjx+UixEDdAArytEcYNFGlEUd5s+bm3p7+wQ8gNfcuXO0bQydA3RpR8XrYyRtiY7mo08+S3/6L/9YQMrcIwf6BCAiXzxFhti8s077DwzUnu2Zs+fS3Dlz0vr167Q/lB+50xB9Trf4Wb58qTr1X//m/bRw4ULRXta3LK1ft1Y2gDzY/0t5D3t70+hovCnGMzKkTjL8DPp4ldHRR7zrTTr+/X/poKkNQr8LvhtkgChaY58uc8rYAh0eR+hjbd/W/1LHn8TPN+W37a/+6q/+6klEy3AUjopw0HuirHfv3pNyWSECBHj7gv1yVC5WRQG6yBteTQBAzO8wHI3DQ/msXHk1kjjyUgaCCo/EyhZpYUtCzvyprOKeZxln9mRHR0ZkYPTsxEl58VTzaVqiU5TvBnG8aMrlJJEck0px3GiSGMCQ9/KYV/JW8srekoETD0crpbm+8EeZNr6Qd/0BZvNjfrNAdSnDzBNl64CH6nd66OTiJI6yyrw5Q1yyB+P6eyM9X47yYowXNtzJ1e1ssC+v9Djxhaburq505+59zR8PDQ2lK1eupYULF6hcFufu3bsvGTOMZjoFD5FvBmzYsD59+tmXGk6fOHUqrV69UsbFb8MDtniE9vygSxiAdf/+A21Noww6f2hdvXZd4Aco4wnTLiMjw2lxz+IEf3idV65eTdev3xB4IieG6oNDQ2nJksVp7py56pTxbCXDXDd0V8Pv4ruk8sar6RS5BpWMswpXz9PdPN5W06WefVzJS/M96lSGzYZ6pYs5kx0X6FWnPAQDZLwOHXGBR800IEWYZWLenIdwOt3ZHjP2LE2YAmlw3qbB2O/eu6czvMVxDZW6u9ji4z2QAULDwwzBugR45LMRlfNfNj5XzghEWl61U55s6FQ4zgDKmr8QoJ4hVKRnKM7E/MjIotg+xJd//I5pLrSmW9NxY9gjAuw5AK3qlUKS5x9Uc92CpwBqyOvncCfrb2sCKGOszjMEH43X+0I20I732elwAIl4RqZ4dpwxPxgyC8QuFSTKDqUx/05LGchFq8HZ4yW900GbA8CuurIcFobBq47soWQoHXth4VNfupdH62mGWAlXebnTiXJEXj1MAH9MGbAZfXBoMt29e1cJ8ATRL4a8eHroz42bN9P1AzfSd99+K50/f1Gvv/KmEAsyO3dsS79477+mzZs3p337Duh1S9rsxMnTau8tmzfJG+zq6ta760ODQ2nlyhXp5MlTcgDef/+DtGTJkjQ0OJju3bun+Ug8yRhF9aedO7bLy4e5bVu3akTFm0r/zz/+UvLcum2b8jCPCUj7pQpkpnadnNB0EKJ0va1vlojnKrO4HfzEq9vqiQl+i4iSh2xGolbem3wZRr7yuXkIbu/5sXDZtCnWV9Kjb+3j+W2wHGV95bEsj2fLxXXg6rCa8uzuZuxZAhAUFgZXF8JKIXNH9MAYFwrYP9Avj5N7bdPJb2jQQ4eSqDph8FlxTLEUdJQXc5sIA8+SBQMMIIYxALFBs8kTspRMOF/hkeE3BhZ7RYuhUvYsxV0Fxo10LXDgybKg0fFa6ArhU3znYbAaFKCc4DeFWuV5AUWE6wvxYzFX6flKwskfXiS/+2NvmrrGHFeDh6lVfJSoBnfzSD2Cx3pqBKOFV3uA4gPeiyPy53qLbE2b9Bxc4j6eNVfHG0j550EEnv6mZX633x0o7ag2zN885WUDOljJdIJPssWQ65e//FW6e+cO+7g09D51+nS6cuVK2rx5k6Yo6LBv3LiZ3nvvH1JHZ1c6cOBgeuvNb8u7+/DDD9MXX3yeOru607vfezvduHlLI6Fjx0+kTZs2yKPEc7xy5Wr6+c//Pv2Xn/887dj5XDp/7qw81j179siz2fPayyobL/b4iZPquPiy0pkzZ9LevXvT6jVr0ksvvqBPf127ejX94hfvpQMHDqTly1ekZcuWylvVPOvYqEZF/qkDeZSFjiHTGIQj96Ixprkt2znaJNpimiyzipopH81Eyee8zYBYprVuuh5cfZ/VrE4OADNC1bRcLSCXU5bpTHVcTddl/JN6ljYSM4LCo2xz5rAaGMNuQHPRovA4ed2NuR/m3ZhzY44OoAQw29q6TEZGh2FxuAwLLMLwTpgCiF9rFDA16QT5oP20A+FhpPT4DKXwGFwmeV2ur8Rxz9Xp7CU5PW+/8IZQPW8pDqv0ysuqf0v8/g6u/HgGNjqgyrPMH82FvoHEw0aACBkhx/FxADOvGE+wMyDu7amYT8sieA8Pz/QiLPI5na/QAYw5qAnKqWvWPOJRZF75jjnqeFOKTnOMnwRmMWss5qYph/qQh84Cj9tlQ584vi9IxxVD5Tnp1u076fyFi+nBgwfp4sULeRvPzfSTf/GT9OknH0uniHvttddS/8X+tGrlyvTnf/5n6fSZc+knP/799PkXX6Zly5alVatXp7feeivdun073bx1O23bukXDeUAPHQRo8djR2f7+vrTn9TfSd9/+jrz8nTt3Kn7x4p70b//tv0uDg49SR0endObA1/slG/Rnzdp16datW/J6Ll+6lPa8vid973vfTQsWLJBXS/viedIpUx7e7+pVq9S+HfmdeeuaiP4Wf5Arh+n5ebYkDTCzzVemL4HO+iPeijeDSv4a7otO3zRlUblDd/1Er3Ha3skF1OahMX0NslXiWdzMehgObRnUZHg8sbrJ0LI9L+ZE6fPgdnGPFBOl5IBxTnuYkbL2fmpDzcaavz8XRhYfWqgMLntu9qgQeCkYWbQLyGVDHwNlOL5o0UJt/wAwfTh/ScsNWV7xyqBPmPiBlwwEMbQNXvAcoUk69YotLWlUwB6b2JGDT/jCuDg5JCf9qHxso4l4gJQ0MVdLWtLx7U7i46ciojxowCbhnPYmo4zak3QHIjpqn+zhZL6hgzfOoRLyijNACahTN3Y7QLe9IzpGgHNUi3tRD8spADOmU8w79YcOnjUjEYbb586dk/d46cKFtOO5XWnjpk3p448+VieHF7p79+70xeefpz/90z/RKvaXe78SkAGU777zXfFKR85K9bq1awRUK1csT7fv3E0XLlxKL774vFbB0QeAd/uOnfJgL166nH7w/XfTxg3r03/83/+PdPz4sfTKq6+l48eOisc5c+eml195VfQZrlPG1i2bE/mef+EFbS/CY8FJ4Nrb25tu3rqVlixeLBBmXpR5TdV3dESr4frmZ17EeBpQ0UZPOprjymfk/9seFD1bMoBceZTP8DcVX+qYmwAT/aXDIX1jvdCvsoS4h0/Cy7S+9/XxXE8PmTFYumI2QEijbAytOPD8mMAmnU8YQ7lJxz3hVJzeHWPhmSuCwI8xDd7a4T7o1hvKDSxPcqGh52MqoRDGCT94l3gA0CTfVOlNj6tPDV/zyjjFuddTvAE8gxS8aB4vswVg8S18wGSiJbwqPCsN00ZHK2AjHzwiK+QDIAvwMjjjZXreknCBWQVi0flAgzg0HM8U/kwPmi6DoT1lxfREzC8jC9eXqzuGUMyQX0AnYBlGFF5v/uljOqQxOs+8g0C8xKZ75E19Q95128Ibc314X3u//CL95le/TBs2bZKHxryhZDQykubOmyd+Ozo7Y3V7Tne6fv16un7tWlq/YUM6fORYeud730lfHzikDmr58mVatPnHX/0mPbdzR3p+93NanGT3Bt4stAG9DRs3pjdef01Ad/TYicSvef7BH/5Uz2995+303/7RT0UHfea4dPmK8gPyO7ZvVV03rF+nOVXPcV65ei299urLGvIzB8qHRZDnypUrNS9LnRiqA+gMy90O0HcbqLDf8o91W235W9L6XWS3bjXQso0RmO1U6fJbd9hRLP48jo42+6mAs6EMP8w4oTPE9RuAZVi+BY+bTSPHc2NvQTi9qDd9UySAAaga+ADKlpb4zR33BhhwbZgx3IMWw3GDm8vnamUoq+b4Mqy8Z6iJsTDE4icLOEpazs+VE2NWzavnciU53uzBe3SnqHy5ZzWNCrjYhiMwBAjD8zOQwYfKqsAtht+OrzuK4En5MTTolBUkf/7cW0lP6XOZ0EKuyJr9f8jRz1QEJXR6qWjuHEjnk+kY3mFlZMFviavz009mxOZz8pMWwPf2KOelXOK92s0OCjqPi+fPpZ4lS+Xt0d7Dw4fSunXr0ksvv5SWL1smYKKjY/Fn8+aN6pCR8R//0U/Tv//3f6MvVQGAl/D4dj+X2Bp0+fKV9PZ33hTA4u3ROTA0XrNmdfrZf//n6dDhI6r72bPn0+rVq9LixYvTW29+q+pE7t67n5YvWyowRMzr169N167dUBkM9Vn8ef/DjzW1gye5du2a9J23vp2uXbuWzl+4lBb39KSlSxdK969evaqtTKdOn0n3HzxIv/7NB1qwIg/TAnSm1Kf5KMOQ4T/FUdJ1ebDy2xZnWvBc3pd1INwdLPd6zt+h0Dx3dszKPNzPirdZJW4sacYLPPxIFEJTJbQFJ4zcXgtkiTNActWJAeaNuDxHzQLgaBg8UwAV5ebE46PXZ+9mvBKW6WTvNPLUG8yh6Qbm2nw2Vjee4BMj9ZYXTxM4repYpam9yjpc/iQVFgio7gZGz8vlbUraTpM9u5BVDEOhhWIALnjawU+UBYghEw7kEF5HyMnyskdY1bf6PRIrWcxzhmdaAzLlcHLQacUn73hxgI/44umFPC3XSreqG+jTjGGslU5IN4K25kYZOcjTrgFX7a8PZsSrgwAebe2pHLbu7Nu3P82fz1emYosaW4SQFV7ZoUOHUs/iJfIA2RfJXCd12bB+fepZ3JP+9m//Lv34Jz9Od+7eS6/veU1eKZ4gw+K3334r/e3f/Z/p9ddfS7/85a8FegB4d1dnuv/gYXr55Rf18xV37txNXx84mF579RUB5rXr1wWweIAPHz6s9IsvYQHGL7ywW0DItM6mTRu1uo5nSZtCiwUo+L9x44b2cn7w4UeaK8XrRIbInz2gR48eF9+0C50c7Uvbc1jWbusyTAlm8Acevunhpuc61VnSnWoYTbzrYD787LyE2x7843Rs8aOz5PDiYCkD553qWvMcmECaskz0fbbHLMCy9r7C4OLdcHkSeT4hCg8gxDA0tMveSm18j09+EAdAxBl70cK7DIO0gFxZgITKsjLeHAcPCN5pHW/BEFfNM2b9oQ4AJnE+q9Vi6Algcr7sXTksACFWtuVZStlr2RisuLps7jGSOd3xQ/BDQ0Pid/ny5TK81/e8mrZs2SzDA4NZTADEyEcHEsAW+06RBfLDFlA2PHUrHem5N0DyrLrLcMJQ2cDNGy7qufMuA2SmIQ/LOwLhkKkKqXryZs/G8uEaw2/Kps6UyxVLg/f2jnZ5UMuWLtU9I4/bd+6kL/fuS0cOH069vQ/lVdJ5kv7B/fvp3t276fKF8+nokcOpr/9R2rp1a9qwYZ1GBXiFgCrlLlu+XAbGF/XZesRLCNAAkAYfDaVz5y9Ixnfu3k3bt21NFy5eEoixKg6PtMX8efP1W0LIHtD78KOPE14gb/SsW7dW8r5+/abS4tkSjlHTFh99/Kk83Rdf2K23i1595SVNIQCm8MRUwIL58SolcQA7+zLxcK9evZa+/vpAGng0KL7wgOGH/Zp4nPBX6rV1ulnHHT7d1Xmmupa2WsZPRa/EYGyh+VC7T+NNWqeso3oxo/xhsfzTtgbLZvrw56NRPhFq/nkq06ITsz1mnKOqdPaYZIjVxGt4KmYWAbIfEIbKNeqoV3RP3NMonBx4NfzjsNCpHPEYFW04sAAAIABJREFUnRswgCA8sigv3hUvBeEGELH8B8rmT3TzV74BaLxZvBSDi+Wf7VvkyEuPz4G3yGGgdJyAiHlGgWsAldJlEOaebSa8nseKbXhybQJq7snPgWKgPHgoACVvnTBng/ETHuADEMW8puVkWWG48dZPABicNh/kEdAKbEPO3qRP/YlXveCpPU8N4LmjdHlVkx0ApOPk8D188FESzc1OxE+EIMsoL7Z/kR6PDo8NsGFIu++rvenK5cvpxvVradXqNYmtONDse/ggLVjUk+YvXKTnzz79JG3avDmdOHlKCzrrHqxNBw4eTCzAsEeTrUWADAs/vIrIRnOG4LQfoLrntVfTufPntZWI1yUBws2bNqZLly/rZ3a3bN6Yzp47L9C7fOVqevnll9KK5cs1bEf+HEwBzJ83Lx08eFge7P37D9OjwUfphz94R/LBq2R6QUP+1laBLM/IlDozl8riEmAMoOMpv/jC8+Lv8uXLaePGjZVn+tW+r9Ou53YqD6CKXH1AjxM5+Uqcn52uDCNuqmOqPGU64h9PU+gWu0KyrsGLj/LeYRiVw0OnmcOP6TjaSTqYt8XRkVf7oSsCcWMaDuY5eKxCdFPyzf03OWbsWQ4ND4k+FcOo9Zsp1QJEhJEgmA9B6d4GJlAMJgmPNzqaDM1GmIf7rlDQxKDjJBxvRGDcWoMlQvBJmicJBVnRlgK7XAeGamx3oqHwKrXinecPVS95Sxk04J9/XPPiS2yRikUbwu3BcQ947Ni+Lb3y8ktpzepV8nJQANHVanJsv4GH7u4u8U0e6sdmdYZj8rI62gWsGBb8AZqkU3tkb0710lxleJmaB8wLaMRJCbOc8FZiyB+/syyQy6/o6V6eZnRiUV8JtZIrrSwZqL71sJ8wrV6mGFq5TSirsyPeimG+EMCgbrwJ88WXe9OJY8fkUS5c1BOymZhIQ0ODuu/iAxejY+lRf38a6OtLt+7cFq2exYu1es2wlg7ovV/8l7R69RoBFm/TMMRncYV3v/Ho6Kw4ntu5U94g4PP++79JP/rRD+V1xm88zUmPBgdTT09Pun3ntjxNgJm9mrQJ0wWHDh3Wfk7agI9tYOgM/R89GtL95ctXVTZAzHwmAHns2AltHeKVSKYHli5Zos6Qzo2RBi9M4AwgJ/SAjpI3jAB4QPfChYvaWkXnguxpPzogDubdycdh/eMe2fNsW/BVCSt79dPj1+b0pkm4T+cKDKo7Toc3XAsQJdy8yu4ytkAB2kzf4Tiwe6UsizxPOkjnw/fNV+ItK6edyXXGYMmWBw4YjaFeTOaHl1P3EtUKR9EQ8hqzcE1DaJXr5cpYBJThkzhO08CIFVZ4Lx7uK1xmkkG4iX4tRrioIuWt4YkAlhpKCwUCGM0v/NCgfkZb6TgAEYCy/j1ivr8Z4EY8k/0Mq9etW6OPPeDxuU5cScOVemEwlMP7zAxVmadjhZiNzBgD6TAyhnR4m6zE4pnQ8Vhe4inLr+JVXKOAAHQs3GBk0GCIF19bwsuvDYB5UsoTuso0Y0hOGHTUVllpJRt1GqET8CDPNr/mylCe4X6nvPj4dU5WofHMAJl9+w+kA19/reE2nQMAiF6xIt3f1ycZdc+ZK291+cqV6fmXXpIHuXLlqvTlF18kvDq28rBV58ihQ5of7J4zJ61csUJAfO7s2XTy5Mm0bv06tTqAp9Xp/v507tz5dO3qNckcA7p06ZK+RrRq1ap07/799PJLL0ouJ0+dTnfu3FE7A2DUceOGDdoTCrD+8PvvaCoBubLKvf/rA/IG+/sG0oKFC7SfFv3p7etPa9es1hQS4LtkSY/mVPkFAHjiZ1SQ76lTp9ORw4dUTlcegl+9cjldunhJ24+YTmCbFbbI20LIKhol6d13Xsv0oXb0Q3Gl3ZoPgnxGWzdaTZnedMur7rOz00C/KMvhXDnlWOQRK/TRPaaGSqAsy/W96fh5plfy4XzM9pgxWDJcoRCUGEMoAdMGGsKFhTBIWi/CYvhGfp0ZZCw/wqABbXrWMLZALOeBang+MXSPBgqQsZGr8ti3gRBOip7GwjGfXKHJb8lwpfygFfngg6P0IqP+9XYcnpFFaGo97OXzX9u2bk4bN26QhwGYYozDQ8MCQsrjYKhNOUwD4E1wxNdyJmTIfAEH+nhgbJdheMuHIAaHhrWaT36A1HyFHEOGyBLDcz1dN9JQPt4WAMa9ZSh5FR2bZCWukH+8OQX4kV4dTm7EKD9GGNDH86UdAA/kS907uzpVHh4RXiWLhkeOHte+yrNnTqtzYEoEfjwHCN1FixcrzJ3QbW0Eb08Pex+mNWvWplu3bqa33nxLQHb06NHEj549/8KL+jAGizCLeno0EkLGbPkBIHlLCAAH6Jg2wauHb+aNAXHKZZjMO9/oILyyIg9/nP/w3i8SMxQYHSMGPFBkBd8Mt5/bsUPDa4CANnz/g4/Sq9pGdF8dKDT97jgLXXiVtPODh73pyJGjic3vP/vZz9Lx4yfSuXNn07Zt29PmLVvSls2bVQ480LZ08nyjAX6PnTihBTOmHfCEAV7kHqOcaEQDoUdPtj21We7kqns5CHZcwlEivVGZe+lLtk3pStYdQWz2arP6SI7lPfmNAbJZvTQS2xH1Raa8rc15uCpPWGTjfQ5TmtxrBK813y6LNP+kYKkv9VA5QE3AFsOuECwCtAEFuxYoTxwWZPlBhRLHbGxx9ZaaaJjmBjE9JI3hxlybCsmFxYW/0SDQaTxKQWoxI3+oA1Dq7p4Txq3fjIlvaFIWdaVRnZdOA0DygVICDsxBMdyGbxahGHaxesoeQoZWvC6Hsl++ckVzdbz1RLl4PNDjYxEYJ+Wx8MTiBHNnDCsBN7wG6B46dEReFe838ybLg4fxhR3y1TwGcIasY16UNgB42DqF0kwFlG4vrpZhOJrZ08dLDYuQ8VB3eIe2rvKYY56SOTaGw8zVUhbziFwBL1aBT508IY8ZXtav36C5yju3bsmr7OzuSvPmzZcsFy5aJF6WLF2qN8Uunj+fzp89m1asXClwBhj+8b1fpK7uOZoHPXbsuNqRYSyd16GDB7Wh/dbNeoWaMh8NDGgOFKDT9yk72tPhI0clG4a8Z8+d0z0A37NokdqXrUh4egA33mL/wKO0Z8+r6ZNPv1AndP3mzbRqxQq18+KeRenipSuJN4IYstOegCLbk5jbZPRBR4hnvGnjhrRhw4b07rvvpNNnzqRvf/uNxDvnjDoAbzz9r/buTQcPfJ3Onz+X6BzYnjQ0PKIRR3zcZlBTE8y7ovmAsV4IsLOC05O/dMUbZNicnR8WWHQWH3fxFFOMYPIWOpReZlU7RLaDUneUrNBH65LCi+k258EW7UiYnnXZTgvh1nH0DkZM12kVj7fKqMvxvk5OVo6Jy5jJdcae5YOHD8WgQa1krsHYmkpFCBxOT28Y94TWhkjlTDuMjrk+e44hwFKIopuNlSLkHTV5RGbFPPjZAvWzOPGIU6AfcyUAGl4BQ1+fKC3DA+0dzR4sfMI/Q0GGfsxFcU+5t2/fST09C6VX5OH94lWrVuirNbwKB/1FCxekCxcvax8fvAAugOv+AwfTP7z3X7Ua+9xzz8n7AVDhC1BetWql3m3GK8GoMcRSicKjsDJHbZEtJ3OmeJYAjOUaMq2H4paP285yyigZEx4VYKLA9Yq/88AnZcA3+ZiOAJTg9/jxkzJ0pj5YmAEM2GPJ3lcMdNmKFQIvVriZaumkk+jo0LATGstXrEgvvfKqvEG25lw4fz6tXL06XbpwXl5XX1+vNp2f4E2cV15Nx44e0fYfvLYNGzfJq79/7166fv1amjt3Xrp08YKG8D09i7XYhJwAUjxTvGHalbd1GP4y/QHPL738iobdZ8+cSTt27BB/dH54hHRitD9eHPOyvO1z6PDRtHP7do0u+vv6tchFJ3jy5Gnp+6KFi2T80GdRia97sf/y4sXL6dRJdGdlun/vfoLH9Rs2pu07dsjjPXniRDp29Gg6c+Z0un3rtsCbbU8M9ZnvjA62I08zRceGrvgAVABUvUk1FKMVvG06NGStRUtN98Q72nIJmftXq9YjONsaV51WmgKoSw/P5aMvzhNZCtwoQI50tAu63azroe+xK8Tx0HK4dDLTwp5ne8wYLD1Pg+BgEoY5MDQAUGCVV7dtfDYYrjCMaF0JeikLx+nUKKIbgsPQGPppNSzPoQFMNlbKhw40XX6IuFEM0KdxXU5cA8CdMnqfeIIvjJsT48QrAtQAKbxGvEO8A8CGeb+Y10tasWMuDvBmIzQeIh4jRoOxrFmzSiuqLHL8zd/8Bym0hqTLlulVOeSDLPFEmctjK8nzz+9Ov/71r9Ky5Ss0lIQH+IMnAIQOJkAyfioYGYYc7Z3XBoEYSM+JbFko4oo87TVy43apZFO1X1VVpZFc60SVfAkiDjoGS+SFx44nRxwgwOuJzMvSNoAddWO6YsfOXYl5uuGhoQxqQ+nFl14WKN27e0dyB0z4OhB1Zf/jkiVL9YuS58+dE8AxhwcNABBPFAChbe7fv5du3Lie9n35ZXp1z+sqf8nSZenBfd6w6ddbQHR0eDgMyT/68IP02p498koX9SzW5nH2U+KpXrx4UXUkL69ELl6yLPGRYDqCHdu3C1A//uRTdXy83QP4sI90z57XNLrY//VBearoNPtN8fT5lif7TNE7tjdZ1wG+b3/rDfFIPdasXSvvmnnUfV99pYUw2hXv9OqVKwnwRJ4M4QHX6zduRt5FCwV87C+1jtP50y6cXZ2xO4Q5czp32oOpHr1BNTqm6Qs1OYYmk45VQ1nlFLpTqUcoRQYuMjbaX5Uu22mDR5j1DzvHA47Rbeh3s76jW9ZxcCpO3iyLqSEDLVMtsz1mDJb0kDABczAUqB7DPQw8AI23QGrgxDiD2aiAK8aVcBjHSA2gwXz0VSgQhuYTwwMcOGyIwUeAIEpF2pykturIUPCcS8mNwhMNk5PJcAFeaMmD5As5fiUwA7Z4aUXB4kO0AKkULYPpyVNn9AoedeTnCBgi/+aDDyv5MeQCKL768gt9aOHdd78nMKZM6sSc09GjJ+TNsP/v4YOHiQUL9iXCGwCMvDEoPBGAg3rj0SBzPBWMhnCkGW0VcnIb0gnRu7LiiINMPg5JuFhBhR+UU1clqkcD1fCmAGGn42qwxCi55/C+R4afvL1CHdgi9PDBffFD54FnCSDg0SHbXbufl8d08+YNDVH5wtDu519IW7duS4sXL5GHd/PG9TQ0PKwPaLBQR917Hz6QNzoyPJyWLluWzp09o4UD4na/8IKAc2RkOD24/0BtCVgx5OX1Q76PuffLvfqFynnz52tRBQ+PRZ9bt24L7F54/vn05ZdfpDlz56UXXnxJbQNIzV+wIAGOyIAhOm/vMLz/+JPP0uuv79EOB95EYmGGOUeAjGmbs2fPaYsRwITujY7Fx25v3bqjbUWMSmhLtjnh3ZIfYEeGO3c+p1dBly1dpoVE5McXmtAlRI8+0NZMBTFvzqo/nUk4GTglYV8BoPxIW2fqntOdFsyfJx1mvjnsPGyS9uQf+VEeWW0GSzV0/qN0SotyhaJZRypA9HAZ/Qo1qfSNtOADeqsdOGCQ9kUHFjFNxY6PAHM+6MNzTCvUOMMaQ4Cry2bkNttjxmCJ0cIQiwlc8egQFIUjaA4bcjRALGDQuFSWbghw5JXFQH6/k41nihwxQuQewMWzgRJ6ShMDP5XlSiMYymijsfN+LNJycCEdR6Rvfpa5K858hhIkATP3ouMeMx4Uxp8gHfThcfWqlTKqh7196fz586LLJmYWbr7atz99/NFHMh7midhKxCfH1q5bpw3JABeKSp25Z+7pxImTWiy4cOGCZIu3xBAeOaK8lCnA7ohPjR08dFjDP4wOgMbz9QKSuMy9LnNS5IUvTydEG0SbUWvJLtcUJUU+Prg3ULqji0U/2tdKiT5gTHQ6zAN3a1hJx4PHxAIE0wcstgCCA/398soY9n7r228KyPCw8CgvXjgvo/+93/+xPKVNmzZrvg8Zk/fO7dvyLh88uK82YY/ijWvXUq/euEmJN0I2bNgonvG2Vqxcld58662EFwpYLVrUk/6X//l/0ufVGMqy8v53f/e36Q/+8A/TrZu30uVLF7VSf/rUqbR23XrZAMNaTadcuao2Y+M8nRX0AH940JRNW5uG7p99+pk+CPKdN7+ljwsPj7DVp12dwoEDh9Kb335DuzFYHMLbpm3oUNl6xO6HgwcPJYb63/3u26orYEf70k54srQzJ+15+fKltHzFyrR58xZ5xQsWLIwOmA39vX3SUfRh9cqVsR+2+rh0LAai9+gHtMJpaNeODEYi6CajGpwDeZ9tvPkVnTw0pTs2QCtMYYcE2XatQ7ZR4qRb9i411I5tipomyG+8AYLu9L01LuZc47sDjicNYBq2HVNE2Cx1Q86zPWaxKT1IUzF6K9CduTUmj+lxOAE64vF6EFtLCytxGBCLFXg2Bk5oxWJDfH4NgWdDlaDDCyIvB1fiiYo+rObFZQIA7fyWubbH4GGGZ0PKaJy6IRSmvjDioJ8xVWmdR8DZ1PA8GkThBr4AA4yEr9p88ulnMhreOFmxYoU8o737vpbhMgxj7x6eAFtTdj63S3sDUXYWDPAu8EDglz2DyJY9fSgE20rWrV8vEMXDYb6T/WfQwlvjjRG8kf/0nw5qLos6oNB4mWxmhz+9j663fMbU7WBc8N+l6ZH2lDpTatNvC4UTQD3hRR1SnjZBbIQhswooq10MVsjoQMITYaTRoqkL9IItISgzQHn69JnU19sremwXou7P7dotWbEAxXzcoYMHlH7t2nUaEjNXx6owXtPdu3cEdKx8M3+JjDDmM6dPafvRn/zZf5euXL6kuT7CVq5anXY//3z64P3faAh95vTp9O73f5DY5M5iSCwELVPbsGWJqRO+ePTlF58LkJAnaTjYPL9r104B25atW9PX+/cnwJr2YFrgr//6r9Nf/uVfChhJz8gAA+XtHN44+sH33xHNTz79PG3auFGfkWM+k/2n9rrXrF4t3Vq2lLnw5aobW4biC0p30pkzZ7U4duniRS2G0ZZ4tXxshI39AN3+fV9pgQzv+Kf/zR+lE8ePa0sSc7XMEfNaJz+PEfYV7V3rt6qaHZmwScehAxzWEdo4bDz0w+mCQv03Xt0FE2obt+2RCrrkDf2Kr2XFgnJMH4Wj5fvonAMDwr6JN2/Qo150SmzN4mT9oNxWVXP29LsZe5YAAQXD2BgIz6f2+cJ33voCcFBJ0uhkaJ4BsKp4lko9ZLcPE5UKAcf8mStMmOlG80SliIeuhaM0pM1vAlGUG8FpS7cfKjZ47p2GIacPaJoPg7RpUi5gw5AOQKMHQ5HZ00cY82Tff/d7+ijDP/7yV2nw0aO0bv0GAQLzc4AjQyg6Hj7cwMGcmV6B7OqSNwFNZMmKJ8CwdOkybZDGaBke5d4jPJj29jQ8PJp2796lRSRo450ClgBIb29/5X0wXGXRgRX1aNO6Y6EdOarN9vktrVDSAMiY92HTe3ykF/Bj9Z4rCwToCAe0Y3TQro8Y49Wxqk89Sctohc6DT7HhlS1cuEjDP+YUeUOHNDt27NRQ+tbNG2nduvUCOzzC06diSIp3NTo6ku7dvSfv9eGDB2p39mt+8tEH6eKFC5r3BOTomFk5P3XihEAS4GV4zqo0H/LduHFTun37Vt5POSbwA5h7H/bqU218iJhFJL6zSUeH/oeehQNx/drVtHXbdnmhdAJbt2/Xogt1QX68J84c98WLl7TdiNc76SiXLV+WTp85q9VyhucMt3nnnFcn+RIS872M5pAbV4bS3APidKh4ysxhMveKB88QHDmg3ytWrNRPYvC9TYbfdChst6KDByx53RPPcPmK5WovdP5JRxnHvZ99T3s7rKQh28reYmVPTN3k3STwSbjS0Qnn0QnhOGXoAfVGhr7HNkInAzixOdLQJuwJxzbp5Omg+IboypXL9f0A5I9OwutsjxmDJRPJFgQrlSiJnrPQoqIMwah0eICYHYyVwgzjjLwII44w1jCseihgo3TFXD5lISjy14JmM2uANVePI8VX9nidtvKIGlbUohczKGqLUAaO2C6UOc2NSvk0Dr0V80EMKxmmMVQOb29efE9x3VoNoU6dOqnFAzwSPtGF8TJcIy2rrB6CDzx6JE+R8CVLl6RPP/tcc3gALJ4kIMf2FVYpmaQW6GljeWuak39rBuDhA7p4kygb+wkBD0ASZUKRODkoB/lyIl/azvJxjw4Y0RaAoBU0lBYZhJICligs4ZE2wBJvlzLYmM0cGUM5Fq74YjlpaZOBARZWNuYvMU2k53btkncJAPAKJF4lG9DxzPnYLvJm8YV5S8CChSNAAvAHyPDKAVG8Sob9dCqsjH//h7+nxZ+XXnkl3b59O7339z/XdAblHTxwIH37zTcTK+d0dHzsF4+Nz77x+TY+G8f86MH9+9K9O3e06n7u7Dm9ccROBdp3+/Yd2vOJLN/+3jvik21i27dt00o4HSHbgdBzZDI4NCjPFA+WFxd4J53hN1vCtmzapDZ8fvcuGT0LrMyXMsUCELISD2DTvtT12jW+ZLQwHdW79b1qJ95+4gMjr762R6CJvOksmMtFd5nzZB73+PHjqX9gMG3fvq3Sg9D2sFPb79Ou5CGND2yPAx0VADZN52Br0hXAElvOdmq9Q9fgOc64HxnBQYm5SdkgQDoyWm13Ghke0fY6pqG2bduiuWM6Gzpq6zg8lXya36ddZwyWLPBwUDkbDM8MxW1scY0eJwwr0poJM4g8Baj5tbwAPQQbw1rSBSDivcTcJrTDiKMncR6BoUC39mxdDoBJA5QgGYacvSeAj7zu1fK1yi+PMxrbPAVf4/ImASPml9jojEwYGv7ej36k+Uq8OeaxWCjAi0Sh+RI3e+gOHz6sYRPgMtDfJ48JuqyIcqUsjB8AZeX98OEj8kABCVbSUSZ+TRB5MH+kt2M6OwQWrJoyLKeehw8dEpBcuHhRW1goD/oGS+TS1RnbcWJ6IYbMtJ0XdTBGt3cFojmMtqGHV4+eF1UI8wEoxCJZu6Yj4J13qvFoAG4MnkU7ZMUcHyCwfft2gQwAtPfLL/UFc+iThk6Ab1di8HiEHKyIE0e51GvZMj6kMSp5kYZOCZBVR5P3rdJZrV27Nn3y8YfyavHImHNlXvPzzz7VYg0f7GCBiTeCmBf99ptvqT3nzp+nLU3oI0N6AAeZMheI/gKwjCLQb6ZaiAPk+OgHc5DoBLsdduzYrtcv9+3bp0Upfhdo6dLF2v/KfOa16ze0MAR9PD+8Uq4Y/f/9D++lf/0//mvJkrd8mLqgHLZG0SneuHpVafFuf/pHf5y+3r8vHTx4IE9bLEpbtm7T/lC8eha1kBsd/cjouAATm+Yo7UABT/nj9LYVQBJLQ8/w8pgqQ5e0NFTZeDg96DQyM77Qnta7uPdCToCnaZKm+uXH1jYtkPFZPqaqqJuxCfn4IOybHDMGy5s3b6syMInyYlAoOgXbKwrPMMAz5i1DUPQEYVQjebhmwAvXG1rQ9YnAvOEbQdnFphFCSPUXgqh0AK/uxI8XLRwHEGDoCNaHhEePp/1l9TAgGvzx3jFoBb8eajIUQqlRNOjBK2DIVh+2ljB3xPX8BYZtz6VDhw9LYUiL0mNUACCLPAytHc4HGfBCPOd47sJFzZGxAZq3YehJmQPDu1yxYrnCSCslTZPp5MkziX2xADSGwNCLNuMegEeenMgDT1hzidp5EAt2U4Eicoc/8rgNSqBkBZqtPsTTftAMoMSLitc/4REPibfBvDGfbS7sn4R3vESG2Mw/wj9zvvCNXlE2uvbSSy9qnpJOirrIW507V3WjY6FezFvDBzwwh4enSP5Tx48rHFBZsHCR5Mvc8sCjAQE4HdTxY0e0YATQ4vnfuHY1vfDSy2nfvq80bcIwnKEzi4lsV6INL5w/p9/vwfulHixg/fgnP9EeUnhHLiO5U7l540ZavXq1OgsckLNnzwjM8Uz5vaBVK1foh9jwPAFKhux7Xn1FIxfCNGxftjyNT0xq7hVvl/lI5iDZj0rHsWXbDskDoASEeJ0TLxPwJD/eNtML8Iou0ylgw8iTBSV+EpgOl/hvcjgfdolHGYsvoTe0A/+8ko7ts00u0oTdcx8AGc5SjR/2KGNPKBjBliBGKyyksmi6du1qtSs8+KQO5b2fZ1u3GYMlQyeMJIwhQAcGDJBhGDFHFWheepz2FGPoquFgnmNAKAgnDDDiUXgM28aNZ8AbRITHwhH0oidyhdUIefGBe3uv0OVUvN7AiRwGSZdNGg7q5IM85UHdaTjtGcwbw1nNxXuhN+Z3X/DsMDKyMheGAaKwDPsATq6AHiuWgBlDUAye4Rdyw6MDVJh3YdsMBoIX9MEHH6S7t29LBsgMJSE9iyIYCAdlMXl95MixhDeJV7tu7VpdWVGnjjJcgDJ+uFzth8eiiRNV19vC4gpd5EDdyQ8Qus0YgiMP2oVdErxFwjOV9/Abz5eOYclifjVxSJ0LtPgpWTzFAwe+FugwH0h7M99GW/OWDQZMHfGAOKgrAEj5fJgCupSHkQOUDL/x5njFlHlCAPnRwCN9RR1adDBcORjOUyayv3D2TFqybLlW4IlnGxNl8QNmzKfiTfKMrtBmgDogD1/wzG/4wNNLL76Y+KAHr19SV8pDNmwU37Jla+KVTqZTeEsJcAPE+Q0rPOqRkeG0afMm1efUqVOqN1MDgD0f+2DfLrrJW0i///u/p50UeLbsBKDdWYhasHChOujh4SFtJWJPKbQ1vzs+HsPxlSulp+gsx9atWyQ39I35c7YXHTh4KPFLmCzCcZQ2oYBp/pRppc8pPnOHV0lcdWqeLAjRhnSKxhZkWXbE7ugNotLDiXHpOl+YwktnrhcbKst/EpuBD7WdPyldc/iMwZLFCyqBUVAY3kd4D6HQgCbCMXiyOsaKJs+xWh5eqBjI851nJryhAAAgAElEQVTQQQCxBwqvLcBYgmLvFIZYzImxAswz+aIs5tnsUodBkxc+4Q8A4CC9eMboNSRwTxauPsInvgbipnwZSNVT0lNfu6be8dKlK5oDpLc+eeK4GgpgZxsMCsw8Fx+rBcwYnqH4GA89ObK5c/uWFjVu37qpvXriM03KGJELXDAPuXDBfA1TP/zwI3kyrChiEFr5b2nRIg7zdhg64ArYshcQWTDs3bZtqzw1DNvzRygmPQrtw4GnpDbM85aeEgn5pdyhhZeAfDkroBwelncEfcJRWHjghCdAjQ6G4SX159NseLts/WFY2rOoRyv98L5yVXhnrNIyDwqg0mmwxxRvh3ladIDpA+Z6kTMypyzijh07ln7x93+vhRrmPAE05Do6MqI5zO65c9NP/uAP08Gv92uOlPfIkQNXvC86NIaxrGgz/GaLFvVitIIXinfGSjmdzs2bNwV8N65f1xwq+yXZV0s4YAgg0fbwxzYe9Be9RV/w7OCZVXrmRfUBl5YWpaWDw3MGvABA3grDWaHzoz0ZsiNHFvGoH+3GxnRGKHQ20KbjRp9ZFGQ4uueNb6me8MX2LKaMqMfNGzfT559/pvowLUKZeGrMwW/ZuqUCTCnJN/gDJGFf4IZtVbamqbiwS3SRDs9gCDjWOjaiLVWMXEgHLXSJvaZ8j9Tz/TMFScqgk0fXZnvMGCxZoWNxgG0oNDhG0AiOzHd5E3kYnodhACeVIX3kjXTcl+Hc6yQdRkttAsPkqSGskRE8mDA6vByly+CNIFGixsWGGPIbRImnIaBFozUCZQzp4RfefKCMnPo01+EjevuEMugtMQiMheE0wybkwvYP9uPhgWBofKgWLwMAePPNN7Sf8Ku9X8qgKAcjxKhQVDwkOiE8GPjji0OADW8BHTt+UiCA9xRgxbcQ56XFS9hzh9cVc1p4cx98+LG+4cjXcpAX7xzz0wjUV3NJeTsWSgPPqmNuP+pdtYU64NypaY9sACUKLbAEZAaHBATIFvpsD2KPIT099OERwOvrH9AKPUNxDJO3XjD27//g+9IdvDc8YDxpQIFJeoZsgAcH9WL+j1V+AAcgw6NgyxWAx/wfHha/skhfiSypBws0eJK8/TPIB2FSUsd17coVzXkCPgwX+3sfphWrVqmj5VNwGBWeJx7gudOnVS9oMBrg25n9fb3p9W/FT0fgpRJ37fq1WMDr61OHwGIKHi56Ai+s6gMM2BL88SbTli1b0o6dLA6Fl3j69GkN1dEHDvQc3eH3zWl3ZIe+IIPDhw6mgf4B/WAacgYE2SvKCIYfXGPRByAGPOmYTp8OGugoZQPYLGbhhVIe0wpMA6EPvLLJtzxpQ3ifzeH0AYzxgRE6LNoJ2+PA+eAMu2ahENusN5ijX3Sw8f56jKT4kMjuXc8l3refDV/wgb3SCdFZs0g622PGYLn3q/0yCBoag2C4x6ZUhp8yNDaEC0RjEzJhAaiNQiaNQdWAC6hyb6MlDfkROMCFdotK9noQLj0VPTVfjaHn1lsbefsKwAifsYVgJLFCVvZWKJznRGsPNFC5WScQMvyhyGz6pmwUDQUGICmHMwB4TGl5mwNAQ/nYWsWwm3ksftqAN27Yn8fKKXOZACX5KYcrQMOq6Pz5LOAw9xeb1Lnikb733nuiyXweYIyMMJJOPgDS1a3hIuAKP3zqja0nepdZ4BYdBUoCbWSKZ4bcUTxWky135GCFR0ahxOGRI0tkTEfAd07VDtQ1gyX0oAsfGCP7AmlzGX9L0mIT7YV3jScJLwyr4Xnbtm268tEKFrEATjoPl4m+MXnP8JEPU1A2B8ADsPGLjgzhkSVeFjwxdGU1vKW1TR0L84b/w89+lj764APlRReYN6VNMWZOPtoBX9os/+ChwHF0ZFhlICve2mFxiY6ILwKxsh0f/AjjxyNkUzxzwsiRVyb3f7VX8qW9kA0grpHIwICmbM6ePZu+9cbr6ijoREiDHNENZHHyxMl05crl9C9+8hPtAUW2lM1QnC8ikZ8yAHemgAB1pj8AajomZPL2d7+nOU7m0/Fo8TLZH8p0ADS++847AhRWydnKFd8yWClwsT5IaE/5A88cXBnNYTf+uQjCw/68eGgnh6m3mE/3qIX5TEY9eNd8F3TdWvaeBjY8hYWqfLxJ5vfpZLEF7nE+ZnvMAiz3SYkNOlgaxklvD/MYQ4AdhhfApwWg/HWa6EXCQ9HEbB4mGzy5ooQYq0EzhBIf942ah/BpABQZQ0ABWDDA66PX4N1c5rwQCD0v4Vx5xrgx0gDLPI+ZGxX68MDBcAGQdqOwr42vbvMLgtR/+bLlia9Z400wrGFDNTSJowx+FnXJ4p70aHBIn9pi29Wu3btl5AKm9nbta/vRD3+Qrt24pQUiDIt6oeDzF8QvDnoOBj7onNiPySfN7ty5Lc+B19HmzZ0Xc3HZg2N4SpswnPz8i70aqm3ftiU+1LE8Vof/7F/9id455x1nAAu5WfbIgGG+D6ZGaC86J8svQHI4DTx6JNkjX07CqQNGjCfJK2UMlzB62mp4ZLR6VRB5McQ2WBO/uGdxtaeQYTdpeFMFnljIok7sm8NoARnkzZWfZgDoWRQiH14bK8DUiy1GeOe8DglwAXB6/XH5ivTw4QNNZwwPxs/T0vkztRHA2qqvtTMkZ5oo3pjKb6oAXnk6AL7h7+Tx4+KH1wRZdEGtzp4+paE90wwsWl29ekWdI1t+mNcErFgc4k0lQB/eNm3apCE3w3OmEVjtZgjP21zkeW3P6+nggYNp2/bt+voQnip0+A4nnhvloGss9vBO+MjIsKYFGHK/+4MfynNneojRAF9/euGF59OOnTs110m7sdsAAGWBi/LYucCHjumomTudKWA6nWxVe5LzvPbQkOREx2SbAczYAysHCOdjMBYKaXs+PrLruR36BijTLLZR6+d0VwAabOAH5fg9ejxyvtfAbgR+R362x4zBkk/bU3FOmKCiABvzIRgaBg1IVmCXjQ7Ds+BgznnJD+BBj3gZqb4eRK8BYDEkjyv58IJIT37zQRrfmxbPvicfz5SFIWNY9khRTuZEiadsQCx4qIfgeE/0RqdOn5XhQW/Xrl0CY+jt379PfKKweF4M5+jFAUu286B47Ptjvx+v7QEeAQ7+alFKb7y+J+39al86d+a0hn9s1WGLDa+rYeSqewtvwISidHfPTV988bnmm/DU2OcJ38xNhScXP4BFm1y7Hu8cs/pK/rt37mlfHm/OfP75F1qMYEKfDod286n2Qvh5CGj5qbcfjmkOZFmeGDrgBT344HdlFi1aIE8a8MZjoBw6LYySk3ZiHo7OiDq88fqrkie9PkNrphYwJLxGePBQFh2gM2MYya8srl2zJp0+cy53jv2ihdcGL/Lu8uIOQ006NnQSkGILEpvZAU/mLHnNEY8L+gN9vWnx0qVaNWf4Cq/qxHnPvbUl3bp+QxvoyUu9WJEGkLdt36nXM7dt36EN7MgSPaJ+ly9e1JWRBx0oHiAeLV4gZTIfCnhdvHRJc7IaMt6/n9ZvWC8Pm7d/SAsfdBoAGpvOmbrYuXOnwGAye8l8WYn2PHrkiMrBo+RXJZkq+Iu/+AtNRfDBZdqDstERvFlGK+gOwB5ybhXgHjhwUItGS5csll7M9I/tESclnJo+6YKdJ0AyTuYS4/Nw1O+F53elzVs26bN+6Iptcybl0lYecl+5ck3TIYAkgMn3CJiP5vePZnvMAiz3V8BEITDE3BeGbe8ggDJAE0+TChKmIwMtyl97lhhknqfMQ26Ea0HGfbjzUR77/wKw3QgGTMoqT8IpmysnB41v7w+wY3igj2S0BaBDk6PmIT4Ky+tnLOBgfHg3TOCrl7p7Vyu51Ke9vUPDPurDa4l41cxhonR3b93Wq3uLlywWaEGfLUB4sPSwfBDi888/F7/whzfAMJB5KT7CwDwEQAV4MDz9z//5/5Ls8WpY1WYLC3XE00exeJdYw9U1q9Q2vERw5OgxrdT7m47vfO+7af/+ryUTe5XIy+0lWeSOB6Cic8GTZGojOp1YPfU9V4AeRf9/2bvTZ72qK03wRwOa0AgIzRNoQhISYgabwUCarCxXVWY6q+pjVUX9Q9WRnzo6OrLTURUVWZ2ZlWmDs20DZrYZhACNCE0IzfM8XE0dv2edfe8VZaev3EF/8oGj973nPWefvdde61nDXntv4GYLB6ECC9AqC43E7rTPqHmsvnvuTj0tXKGt4uEsXW3wrgZQpYwrV9M97W9tFiIQjxTo56rpY0rL4BHw0R79IRYHbL1XfFJ91cs9hFVM2bPa6mAhnjl1Kv1w4tjxhJzEBpXdeNB9ly5cCBix5Iw8HzooFWpCwM6IPMHUZjTxbu80eg60pBoJ5QBOlmrkZezYzAIzY8tAjWctvsGzIPCWbaNMTFYQwkGrDEr1ixQLMTz2+ONRCObQA0Bz38UspdesWb2me//9XyVUgc8oApa0vgHEaEk2jN5ra2UlVHoZJWsWFa+pyVSI9Vv+cY+TVIlHorl0O3yLDujewmAVmhudeO/KFctSbzzsGMm7lOfkVehnMmsA1owxITQx8KZ8eITPPfvMb6n1b788YrDc8MnGwVIwscNnmMsObBG0fkQVUCLUMHcOAgbw+vSTVlgjaJXnnhIsjNvub5+YNCk//WrqjYiYzEEwfCewTrGu4eW3+336XUwLABE+16o9ZbrD1917vgqh5dZhaMyUQYg9e/I+dQRiyjKggRaEnnbG/DqH1bFsxYpaSWfa9DAKBRNQCohbWm1yN3/+wu7jjz8atKBYqoLzBjkcGEs9WRQXLw8kH5FVc/HihVhD6s5VMlLIBW5Lx6EZOljX0BYJP/rrv+5efeXH3fyFixJCABLqog1N2XifFCbuJwAU8wWSmBDDOzMYEEu93Ed18Yz2oyuQXLd2TehKywvS0+piRsAKHdGo0Z8AqQOSoCOaqBcwcBC2WiYQ2JTbf+LEqVgr587X9huAh7Vpf+8lixcn+R/YiB8qS4hj9uw5Wb+Sq2lE+9zZMwE/1qJ0LIsNyzSg/Iy6i9sZQBMXxCMGfgCvutKt4nB41ntOHjsaHvI+ICQ0YQqkeKB3cavxRNXlQvpXn1nI1zMS8+VZHj5yJOtV2uHTs7wUg3OWhOOtfPjBhylLPBWdxHBdR8+ZCS/U7pirV69OitbKB1Z2LEI7R1Ly7f3AEo8JGxj53//1/rTN4BW+1QY8X3IhzDSQaaHA1zubPKWD/pl/yiu8Oaho9S9LE4riOZ6I5QsN5AHiJo+KHMk71K9ZkmZDmQRirv+ePXuTxmewS/aFwTZ8S25feOH5f6bGv/mnEYOlVXPaAcGbYPmu8UBDpTF7AQ99Au0rz5HQsSrdq7LfPNzX7i3AHHK5levEnAjfNHtdK2uwERUjDALmMMvSNYdP93BLLVBQYYSKu5YA3IggSzY3gwQTbtr0eTSqZzGQRrIMMDIrQWfPuOvulJsR8cG1FL9KW12j4Wl2ybiADwiov7oAM2kgdi+0FSwB5mIBkNlzZmeNQ9/RmKVp+9V//Id/TFts3sUKUr6YnIEAQmO0T7oLEFA/lsnGTz+PYEpnYjkQcPXAnOqh/Y1+7RPNgAhQAJLq4Tl9KEbGfWU16jvlEN4F8+d3jzzyUN6r38WgxJEJoHaKxepjwGnNAcBp0MwJaL27hSDQiABou/dSBEIprKk2Q8PvrGnvJwwGXYyim80jPNAsSgtzEBrxR9aFNmTqLv66fr2bMn16dpL0fiPdQAPATpk2rTsfC/Q6tyP8rS5Swa4NDCSX8+J5M3jC8oNxUO0CgsD11MkTsV5Pnyy3n1JBS3HwKKZMSx0bUCQj2q3NwI2iogRPHD+ReqsfENO2p558onv77XeScQF0d335ZZTJn/3Zn3bvvPNu+oCiF7eTAL9z5854NMpAL+2IpXvyZNrFsidj2o8fKrw0Pn0EXPWbrANxdRkWTe6q8bf+CxvagQ/dq7y4/j0W8ErNbpJypU7/XHmtrPaJRkDSqvPWGQCQrEmDfLw/lj4rGZ3R1JEB4677vcByKJLfavCHzz9Q4A8U+AMF/kCB/4UCt2FZlhvetAUt0DQBbRCU71cC8d3hc2jUS9pJJZvSTk2DsEjKAi0tNPRsxSBSRm9ZcsFpdhaB735r93uf+jTLURjg1mPonTQmKyYLoGYDqoq70qqed7KkaV0LOXChjDjGSrh0KZpXuoXBFe8UX5o9a3bcLlacdwv4b9u6NVrbXGRliS2K5bHmWNksI23xPpqPJSgIblUcFhkXzameyeu8agR5atz8cxcudR/++v0MQrCcWJZcau9lhVhtCI1pVuWzIuRpWpbsu88+l+vo0CzL+i6hXW6kzdFqN0bhFSEG8VVavPU/2or55u9MMqj0HQMNf/RHLySx2f1WumHl6Sfan4t55jSrpWLbBni456xOdVFntGIhsjzRU91YNeqmreK2PlmYUsfQRvkC+AsXlPUuVUuZ6KHcgwf21xS/3jtQb+XiSfyYMALeunY16VvaN+nOybE40Y/1XFZ08bbn1RNdw4e2sB03LlaMdwpBiSez9qUViY1LCxM7PHbkSL4rT8jGoJO0I7+xiKzubhsM8UP1UhaLesuWzYk//qt/9YPujddfj2XLhVa/N15/Le1l7fp7zty54V2zfLzjvXffySLKP/zzP++2bt2S0XPhJeEI1qs6CD0YjRcuMEIuFct1fCU+6l0S97XXzLVVq1aFH4fL2XD+GH49LrcB3FGjE/+uNK3iGall6OhouHDLs8P+UH5o30+QwU+bNm2JVakdQjHCH7we/Ee+YIxy0cXheZkot3vcNlh6gZd6+XDAbJUAApiICwEAVAxhwmxJEajRbM+3hrPW63tKCfO23wgkF6kJpk9HXKg+rulv5TWC5LMNLCW8nDvyO/fOrBgpJm12CBe17fBIgACMaYtcJKPUltpSR4MuOkFnEDKxLdfVhTuh3Vxg9AF2mPTuu+4OmKLV6VOnk8riHrRBF89xDbyTUBuVtCjwrh07Ontli0FxOQEWoVY/Losg+Cuv/rQ7cuhQ6KHNFoRo8VKxQHFLAyU204Lwv/71h6kfgfA+zwAj742rLjfSCtn9NXVr1wGo+0PbXqEM/262r+T7f/HyS3kGo4p1ypMzMGEetMEZ7iDQEFfSD5SWRWjREY0sSgIEganYpAESifWeIVCuo686q5+BCbFM14Qgqk3jAqLCHwBTWwHTgf0HspCve6lmIHT29OmAwdWBWoXJIB7XesxYW8ve7Gwl4R5A6OD64s0AY59FAMRDm9HF0xH8tlhMXNpzPQ/dDDgBKEqQQgD6a9Y8mJF5g03SdSyntv7hhzOl0rRYA1TKT/L4yZNJfeHaG2xxnUIHZhLkgSRamSihbKGITzZs6JYsWdJ98OtfdW+/9VZCPAYVZ8+dW3EDdTx/PtM8uezccksNMh7QWOhExge+x0j6SaxcHNzCJ+iOJury2w6/OzwLbJXlO8UutISvf9fzysBXprDiKQNOGz/9LOMJzdUmV+TQ5xBuVHiwgniFFS9871uNWZZlqUGYzafGttPfddYqPSrrTF5jKl8gCiAaTYvARd4iZhHUPf4GQhoMJMTNEFmMCWD6Tfk+q5yqV6ubukQCgfuoCiKLIel81p2E5oBkv4F7iJuY66jEyCzoYF1FK7QAjJMnT3Rz5szNu3Q0IcS84m9z5s7rBq7IH6upflJUDCTowAdWrkxKijZ8+olYz5TOtghGNQmx68rHS8pSLxaN2NKRgwe7FQ88kPw29dZWFhYA9owczU2ffdpNmFRTHdtSZeKGdoGU3yfvEmBJgdq796tYAwCo0QmTip/lnDA+1oSyC4zEqix/Vtu/Vv5sb3H2o/nKwQMGJ/703/wgYIuh5fj5PHz4aEDSnGm7WaqbOLCYm5XlAcuXu3bHGmcVAGsxx5MnTwdY8Y/6tjYDXPS3CZf4rwEv0/NY5OhpsMc2wax787BPHK/gvoEao75oyIKSfymtiFLThgzsSHAfZTDpWkdRUYwW3AA+585Iaq/ZJwCVF8DiYvnhSSlAyuF9HD96ZPBv9HXNaLl7ATjFzJI8dGB/wAfwAnMeCrqH96+VZ2GdAcD5+mu/yMi9AaKKt97I4ixZ2/PLHd2f/fkPY1WZ0fPy91+OpUkZ4H27UNo2WDpT5qWfOpnpt2ghxxPooqPfbOQmpUmcWQK8+svR1AaxVZal2DWFL091y5at3dx5c+P9qHc7Iqu9HLvmJx6Gf4Gw3/WXtDLx9d9mWSrTvYl9X7ZSlVS+ndmXnXWrjHaP9rDmGy4ATfjRplmG50ePiZK0+PLtHiO2LDd88mkPhgWKiOjlqcAgUA5ZHgEr7pcl3fpR1QTTQ9DSQEXceqZVPETtTe1GpFaGT0RjpSYnK4MLZWl6XwNudeM+ciWBDAFlablO4NvfmNRzmMC7HEZTBaBZaALF3BHukE6mjbnkmNpc77bKi4Roh1QRgswKJAwrli+P4CtLsNnI4759XyUlg1WL4TA/GmIWwMllyFSsUaO7Pbt3ZUWcRx99NMCrfRjC4R4rHL39zrsRMEyDUVgsgE+dps+YFvABHlu2botFGku9uc9h4gLrjKBPnBiQVRcnwW2faIfJfQJTZ9Gz7v3O009mJFP/AEpTyoCT3RAtmmFEUqgAULKo1JGVaT41b0SqB2Bk0RvwMm0PbYABK0rCuedZ4fqH621gB1AKOVB8lAIFxaK2bqQZKTSzWUAUH9rpA/0BCNBTfxlVBopCOwYPr1y+FKUxnBezMlJvVeEb1qQ83Sb4wJYVSpnpz0t9PinAffzJpzJAot3WwjS6rR/ca9teShwASgBn4eFHShqgc5XRsQYJZ2S2jcR061fKE7U4x5L77s/otC1yFy+5LyBuLyB9h8+4z/JO8bhpttJrKDc8apV3dGbNo10Dm0cefTQ7XnLFJcYzAKQ6ob37WK6z58yNFcobsKSevmgH2S5Z7WdF4bXIWWW7oK3+wPN3Tr4zfFqYocuGvE6GE0VIYco/tcmbvgXghR/1xgaY4Dig2XiccddjQ/CqN/b+f0kd0pC89JYpibfmOLZKIYiK6iRMCDQdrimnEac1erDBzarsXfBYfQHdSlVCQARx3dHKwhyEBiASGGDkk1DnvX1aUbOcCIujOq3Kprm2bd8e99XeL0Ygz549k1iRvEGMRWNJNH9o/fp0mPdgIOBJm0utYLVYBYfGzio6R4+GEcWkWJ2AQeK2umkHYFKuAx0slisJmVVghXXlclnUlXsqpxBwf/DhRxmhp0FZcuJe6NFmw7Ci3373vaRAmQFEGwOqMFQPvOhQM39q9g86ugYI6rMsKZaBvlXnijkWUBoVtaiBMoHkkaPHEp8ElOglV0+Z3EvCLQ5G+OM1WO/xxInEUsX3WJw7vtgRpWLrV+0fP2F8LBrxSfew7CgwOYVWnbHQceNJ8U80VkezeFq+qswF9aCMgJOTwkMLs7BYdkCQ1SkhHc96r1Fu7b7cz9MGqvIPhWCWmOZ48WIyBfC3JHbexrkzp0ML11ij6szqN9K/Z/fO1JW5ELBMJsVdUQbAFL2AoNXMJZFTflZ7Rz+A8dD6hwN43usaJblu3bruvXffDY2mTJ6SbTLiFd23NDN69ItFp83uWbZ8RTIhHn744STAA0lKlzUpLi+2C4zf/OUbsY7x5NPf+U7SpyS/e6fD+48dPxZrlMLB84sWVVgA/+qPJs8xK3tPj5EDRIv/ymXWV7wXfOsZJxlHn5OnTnZbt37RSV20mA/6AF3y0OS+7i8P02/+9s7gDtd/mFGHd9D+2We/m3bczj8jtizFjQi0ChCgxpxe1gjjs3IbayGMPo+oVrrpG8EycJ+GtqMaXSDRiCXhHcFongzm9EuytfeqQwlsxa4wvdgJC0k9ne09rUzv0dmeBaiIiBlYod7HtWbiW4aeyyi2RMCU7Rl7SwM2Ws0h5qOjuSWsAgyA4TAw4ErH3uzyW1KOsszYnXmPunknoFUGsOWSEOZBi6brMtOEVreiDLDUBu/hrhL4119/o9v95Y5uojhon/wM+MxEkbNGGLSLNWXvF5YLC82hL5WlLlxNioUiKRqVe+17+sw+S4PpV2XFe840RFPSHCwAIGh3y+1ffBHaep9YHGCXy8c6J/QO4MDitl0ry0qaDsvbBACxM3PqCeX+ffvybm4sQFOmqXpOMVlKR5zXXjJyWD0rzsYT0RfcZW01TRRouaadp8+crhlHVi7Kgr2snMndmVMnA+Sec5gHfv7subAzfgGULFTPAEM0wgPAHyDZmkL5pBJ4sna8nxu84cMPurvuuSdApL+kJ+Ep+ZvVt9cSpwa06LNty+ZYmXPnzc8gkf4SU9S/+p+FK44qrmkNVLxi22QLGfOg1A0AqjfFYRqlleGFM8w1N8Ns+/Zt3d69e2Lh86RsjOZZ6XEmOkhnA9z4hleFT9VbiMDBdZeSZVV3vNwO7dHugFe72JZsS/pZ9Y/f8VKe7fnboJjc0l279oaX0LfdB/Dcr/wm24oPUPbv8V6He5z5nrBEzf1/9pnv5Nrt/DNisDSgIdlXZzUBaxXxCUycVbG2F04BIOkHAvnsrZMW92llRGAHAZAbzd3rBx7Gjw9gJYewB8R02ISJZUFOEnOzJuTQ/hqIqJ6I5tPfrZ4FBq2uCNqlo2iuNmPGxk6EX36hRTEwA8bhoknOJfCElJWEkbjp7pHArNNZSGJmBmcAgcVdtRFzG+0k9BhenSSeaw93VH2FGXwCOFbkr997L26iUUqWM2BVNwud7tm7L1sdEODMHOlH91k/LENaH9gDzJ/+9NXUiwXc6OJTHXwOp3mjUfrVJINBBVnKDpPNnHl34o4sBcLIreZOf7JxY6w+S9lpAwA1UKEsbXQAE6C244vtcekAGCty7+5d8UCAKHBEC/3HUrdKEOF2LxcSmCUEMqqLpX3o8OGAqrUYWe6SnOPaHzyYdgMlCkxf6T9t1k65j0+AkJgAACAASURBVOMnTky/6s+BrH5T8XBxUf2tr4Cb0XKuqsUdTI+sKbM3Apz6lKJDb4NbeE4d0cYyfPqEFXvPvfd2Rw8dCk2bUlc3brfBC9fUE0+ju/AOngGErFMWtVWt0MFsHe3m6djcDYCKcVLo1tH0yQ0nG8r8t//2L5JYbmQdj4sPe69pk8D5zTdej+tvgRRz2PWdMAYe0Q/yiQ0iSdLnObH+8SNZ6EaN7u67b/Et+IPnE6nsLcbGa8BPm/VvO4QHDAzjVZkN9iXieruPTCnL4bN914fofMvhXS7g6x4DmvxT+ED1W7Usjahi8DsnTaxKDEv/aZVvDfCJKP5z9FXPd79xSyolhQVoU/f6LIuwLBvXMLJPJjoN7d7mGiqH8MVCzOfQLBwEbEREpHaqE8u3jaiqUD0/NmtU6hSWHveR9YI5MKSpWAMDV8JwGIPAG4zAgLS1KY1GHQmJAZw2S2LBggWZm8sqBFrAlNJRD7E4jG/qGotOW0OrmzeTWhGmyrRI+8p8ldFJlomBIdYiqnqXpG6gDCzRhJASeJqf8KKpemrHhx980C1YtChxLPTRPmf6KhpY1xZDohP6KrOFTXzHaJhQW80KUY7BAO86dOhI98Yv34ww212QxdPa7D1oq1z7grPEgaM1PYEQpSR2GK7JCt63rn+oD4EW+u/f91UAQn+VZXY9I8TKB9Dm4LOcWv8BWgtNRHGdOJ4yWJj4QD86KDntwOP4M7zAMht3R3f1ykDaR7BDj9GjAyyUU/FWbeDHkjUAMm/Bwu7o4UMxDsQ60WHq9Ondnl07u6e++0wSvgEfmqGjwRPWtxWYDh04kHgpS5/1ypqz8AWLl6vruTYiT/ECOi42K48SxEc2ebM4sXnhsisoFkBIliSU43kA6n12vGSNoyurUbutfYmW5pfb/0hoB13VFW8BYPsfATd1FFfVFovYJHYJI3BoW/eBNTIIXNBAX1Z8Gc7hM7LtO/kgK5SurTTU29F4tNHfM03GgzK99eidZZwNyX2uKaMPDSjrWwVLWgmjq6ARNq5ZGCVNaWg/3MXu45LRAmMycMAyi3XYr2+IYTEnQokVYV7vQBANaoSpz2ZONy1Sn35DOPc34rXPvmq57rt7vYOWAiIx+6WD9MusnT9/MYtLSBkiMITMiJ9d/wCUZwbM2+6X3yII3EvvVlbcy96i5Y6rhwNDi8uFXjdvRvuriwGcqdOmx+3HiH7HtO1o9AV0mzZu7NY/8mjWb8SkgMCgh3v8ztIEOkZ/uWzqBMgJiDUf1WVz1jk8GoDxPmUQDmWovz7Qry0mrB4Bz6GISTwEAsnFN19cLiRX2KioPWbUhTUFhFgtHiVchIlFhPnVRTuN9gNAgwhMAaPELAG0v3jhfLdoyX0BBgKET8gBehs04QJ7h+cBZutTvGCQCBjjWYpCPzriHUinsizZqdpqA0ipz7Ejh2PFSRPSr2jpWb8BTHRStjqgbXeTkriYurIc0VAb4hXggWzqVzFLrrp2AQnl4SN1MJMLkKXc8Mm9mR45bsKEKDQ04hK3/mE08FIocmDFOnPwWlynPF948aWkCrkHLwDE3bt3J7aovwBu84bwAA9IW2V7eJ8FXIRL0E+bWcOm4Yqb+33jxk8SdxYK4DUAc33u1EdWgGJdysZAJ3X3GZr5u9/eRdmsSL+TeTxFNpERXZQn1o9OaOYoHCh3XXmu42EHPoMI6YdcyR8JdeX3vg7u8+y3CpYEQqc6WgVVcTgxjPLRiAgFAHUGS5SmF2+zRqNRaUR1YnCWYrMOGzFaW9tnIwDi+F5nNbpXKCFc+81zzQz3PR3VX/O93nlH2qEtQA5AfPb55+k0C8ya02vEtQmhsrWHy80tEVNhzTmkXLBMCKCBBwwI0DzrfeI/9y+9v1u8qPIbrXjDlePaiSEtvu/+DAQJVdC4nsFMjqxgPnZsv+jt8e7pp5+Oe3rmrK0MrmZgBih5Dth47933zBx8710zZvRbMIzrvv76QAY1AD+XXpsaTfUtIUYbDNUYsdG0jIPaSA1Qym9kvXFz5VAaZOECajPF4DAwxloEPixS7TVI5h4WiS0bCKqYINBjwQGeSxcvdHdOnpLcxJpjXQvxam9c4NFjysqM674/fcHzoHxs7SC2zNp2GLVtlqw2GVnGe0bnCT8g129z5s3Pth1iv6wq1/x2Z6Y01i6egFobCLayPI9n9Rc6GY33HYhOykpJV7vLFy9l8ARNTJuUkD5rztw8D3CAJVcbmOIvAMjTIEesQ+Wiofi2GK16W4JNCEMfmsLoPv2XHSXP1Cr0XHJ85/ojjz7W17UABm+xVNWdlWqEXJvc9/W+rzIAZGDJ806uuMFO90ifW3L//bFwtVXWgnvQQ/+Y9MAanTZ9Wt5N2XqPwxhBKY4b4ZumZPBceY2MHrxX4wcyUyhEfa79aNHorTyy2/gzvzd8aK55abbevw0Q5Dt6f6sxSwKG8GJEGqySDsIMJCUYI5rRV/OudfzECbV4aRt0QWxlOBFaw2kV352O1vhvfuoM5/B76vvQM/mx/UOj+V5SPvi9dVwjuvcguv2TrYhiRsnmTZszGEDTRWNPnhIBUxxLjRbWPrl77iH4sTqvDGQAwWgmWjh0NnB88803s/83wRXr8V7uCw2KwdY99FDKUC8Wo9ik9JKi19gw95uvv9Y9/OhjUTxiZe5Vd9aafWNYE5jcdQMN3mGgwwZU8jct42YPciAgHoXmjWH1jVN4xPPeq22O1hd+L1f2ZNwkiyHv3LmrEt/P177kXEIgwG1jASrLO1hszd00k0kMD4D4DVC4D8hcs+1u2j0664GaJ6/fvVs9IpT9yDXrjSV87PCRpNIQmPffey+Wk3oCZYqwUo1qjUSWirjhosVLAuasUjQTNpArazCRMLGEr1yyJur5bsq06VldCKgPDFwJzdXXcmjuA/hoqS+4xpRoa5P6UhZ+N6JOCagXa9qgkTax9IC6sgCKT9Ywl17qjwEhz6MbIBeWAbKMEpvl4UXlPPX0d7r/+Xd/GyA7dvhQBnqA74svvhgrn1vO2sSvlPTadevy+cADq5Jy5Jp3SO9qyi2hpqnSraZGofMavI/S4ClYfNghX7MG0CaENxgQeIghhAbarA0BzFHd4OIs6o2WwNKnAx1ZwZQwOjAA1KcpceV5rh1o7Zr+d+Q3vAJgG4B6Dw8wFuzY7jtPP9UeH/HniAd4BHwxJgJgiKTkmBZn1WjEk7w8fkKC0rQ8ItWCwEPChxiNIAjXTrX13aGhGQEPONImBZKuDf9t6N7/FUSHE7IvNB+A01vUWTvYn7SsjqEBLRVmX2YpLkDSfTQvhuWiWtzC6jmsEyEEoKmNXB0Hbc0i1RYgaCuAzZs3x9IDpmjik2BgAtYo5eI5o+6PP/5Y6sI9ARgAExOgu1CBXQj37NndPfNMpT0YiGDdOFhTBAdIYDaCoN5GiOfMmZV4HOaxVYBRZgDBjXJvY2btdQJJC+ESRv2FVk4Ws7UnAeSmzVsSR/U8wREzs90qy9vgDKD0G6DAzFJTuMXaalYS2mlTtnnoXTV90ZheGg5wV5b+TD0DqgXgAIpFAtyAi4UfuOYzZ83qPtu4MYBFMK4OXIkbqk+As7rY+A0t7actTsd9tRzbqDGjOwuTmJqoTRfPX+hzL29002bM6E67d+rUCJxpnOKsDjygX13zTgNTMWr8FhC9kcwJdWw0obC4m+hExH1n8QIn9WyyQekeP3o0gyoABVBKK0I/9wH2Q/v3d4898UR37OixKAIW/b2zhnjSUm+mO1Zu5JwMqq17aH0S14VqXnrppe6ffvpqLFT1YiEzBN5+85fJrbx/6dJYkPqHPAJg8Xh9afaQejMQyEUNnF3PAsarV6+qmXH9AHDRqmHAqHgEPCI8BkybckYjA5vAkiuurx34wDkcK8IXvSGFdxAeQOa6TugBVLxykL/HjMkCJCn0Nv4ZMVgS/taBAb0xZsUYmOBKD1kireGEC/7l3rgqLMgCxdZYv7Xv6hxB6ZdoK8AkyEWgAs0Cz6JBA9EhLRNiDSNqiNuP9obIPSjrFOWyllk2DspA/I2wG7Ax2qfNhF2MUmdibC4JomMcHUJR+A5cWXMZxbX2pETjk6e6Rx97NPt3m0teMaaKb3JfCQLAMGWRK3XH+IndAw+sjOC4Fw3V27t9BwqC7t9/+fu51ugnXACIgCNLyMgmWvhbPibQtZYmK3fjxpqJZXbP+ofWpVwutXcQVJazgD8aDTJXnwfHKvurv/rrKAC5jFJk5POxIo3WcheBorbpV3SJJ9ILi78JExqJjaE511a7TDH0iamv9rwGCOTmCiuwpGfOmh332zPKBzAOwEaB83IcaMU6D3jea17+QLd965YIt99YR2KVwIPSADpALhaKrVUn9+WNHdOdExfuJKrb8qOUSWKTfQJ7whax0Ac6s34yutvXDX9IOnfoK+0Hqlxs/U5ZA18uP6Vs5hbasKbVE+/hA94Buhg4VA+DM6w6/SPJXYzTXHJ7nfMu0IIC1y6uufCEugAdCtJaBZLRf/gXP0yo6W//x99EDoRRLEyMx3k9zz73fNx+ntH9S5dlb/QokYsXck8DMX3BqhTbj+W7d2/ae/bc+QxIyjKR4ytsJ6WO99LAK+GjjFP0g4n9LCntDliePx+6RX57vGiY4RpgLNwoy5PicQ3YoDlLFr2bItJGcvetLv5bnZt+zz+twsNjEn6ov4cGZ9q14UCpEXV9uPvtSlkQiIAA4ojNsmwAGQL1v7vH302LIFQjXIGtKxUyKAXTrNMiMDBMasvp00nf+WTDJ+mYnTt2xFJBZJYaECnrs4vVaR9pgwWYlbBoD01vNNSnwR15b9weHc7F5jaxawXPuc1AlmAQ0Jb3aNaFnDWLZQAcYI75WIQ0rT5g4UosX7/+oViVQAQAESTa/v133w0YcPeBppxRbZx856RYseMnTEr6B0aXQB4N1guz8AmmKpCs1C2CB0gJ+Y9+9F8Djt5lFFt9jJTKxyPYBIHFrE3tAEqsZCdloyzlU0YE2t+sY31IcbHYl69anSmhh7N8WU1PlG7DIpT7GmHoX4D2eJEl6jdAU3mRZ2ORtVkkp06c7E4eP5aRau9ngQIFwsOa0tdA9MrAlVtGv/ETSxHoeQ5YqafQE6uVFcbyB/QsUjRBM/E7FiewtyQc4LasGaDFleivraxanhiwBJDuA+6W0fMuykcb8CGFqnzCzo0Xy/Ob1CLXKWwWnntZ+lbsN0DJ45DyI+Swes2D3apVq9N27jblu3KVxTampu+3b9saWjz2+BMBZHmX5q43cCZv2iHPF+1Z5sBbWMMScRL5xTWBrX6RAmTxYouomN6Kl+OK9zFMylmZPvEC/PAcGjA2xKz1gWvOhh0l2bWYC1YAvu2g+PQVz8h38ksGhL9WrlieJQ5lldzuMWLLUme0Q+McBWAVCyB0GuVoDWufufhb/lFWlTc02KCcSkgvMASYWMx9ZWkKJvezAABmf/qNUMZCiIAS2iEAZiFwixDSPhysHkKK0JLRs0joiROxOAj5nD6/DFCIHxkR1FkETOMFt1nXLAZusEUQCID3Z5Xss2cDihYwAF5AMgJx6VIPwDV1THsbTTH2U089Fe3Loi2L4Fra2Kz7t996M64T5lKe0VphkGbhGTgBBGsefDBTAW2lq860OOvykfUPZatTDIQWZhkpO3GwYVMctbsC7xX7++mrr2ZtxQP79kWgpESpH95QLkGPNSjmROiz02ZtxgZg6u8r+U18UiYAAQaWAEb/iBuaO0/hSHMimPoHcAKU0Kl3xVpsEXCYoXNt4GpABD2VD8D0o4P1pq4UFJeaEmIJ4xcCxZJBC/0HdB3Xr3I7udKjk3sJnAz4uI8wD68LBGx1N9AG6NSv8aL64WNgIFeTbOg/cVyHOCcZGhiosQGxw1F96EP4wzt5PHJ+7cljL3Dvd/2Jp57utm7elL7hTXzy0Ucp1zumTxc6kZc5v3v0MQM4+7J5nv4Wp8W/fucZoC/3nAsPWChAYCqmLo8Tj0tPQh9ygJ+FSng1UppWP7g2smCRDYOWW7dsjvUP9LJOwfhxGeyl+PGV/mh5strBo/FJ+eBVsWbxZfeh5S1jEMPDeH0stGShcrOb0tfPNrdbtnRp1lhI7uro0VlIJ4S/jX+G4Ph3PKRjhp+AyaFDdHJzxfP3sLKGP9PA1TUM3UDCZ1mRt1qUinHvrdbhEEjnOYuI9ikwQMuJ0CwEAwAV/6sl3XA+ortHfEm6jQUeCIrl1BCby+HgTgEYQMB6RPwaGFkZ94Yrg4kJjd8AmwPT6yDAhbGbsGgfy4AGZxkYCFEPoOB57+HiYOJXXnklgzLz5s4JCIrLaSPhwqTikf/lv/xvCYEAIasQqQtBcbCalGnE1DsEyD1vEdm//Mu/jKKgbQEcC9moY+sL1hEGRosGxvp21+69KQMNCLRYF+BhwXiPOJm+ZzFhbgBI+LwfQKADsNSf7kFTbVUPdHYdwDqOHjqYZeq2b91a0xoPHUpZ3G7lNCtCGax5dfZuuYyEzXRDf2fQ69zZ1IGl5t4L5891X27bmrit0eRD+7/uTp+sBYjRgILQh/q1WYXNUokizoSBspwBTQNEI/hjk69YKxylIQAX/XtrVAxUqED6jDLF/KpMCr4MDbSxepT+0w/oaA62vFxAzmN5/9130k50XrFyZSw6/cvaE/tmIbtPWyTxCzVQnPJshWnUlWfAOPCpX1Y+sKr713/6Z5lBhXbKMTVVH6uTEfgnnnwy/cUaZhigkzLERM1l5/bzFgC0eeJr15X3Q7bMsJKHq5/xVpRQn10jTKStlD4r3LN4gpKnTPU3oFSveBXDsAidyQTFWErTwi811Vn44qF1D2aRYjIptORe5+9zjPip5taWZVevKiCr71xMlUiDvtEYd9S9ALdSA/xdIFkDDLSuzq/yWVrlUpfT0izZ3wSyBZCYBWOJ3w0CpXSUfsUjzJh7rGhz6nSAA3gQLp2D0KaFcX9z7c7JKY9w0pq0KEBbuXJFRnspCIF2Ag/kAAvroepwJW4LAAXEsaquDoSR/E0QaG4uFrdVRxsRxZRc6rd++cusp2n3RtocsGMmrjsBYJGZNmcTOUucoTsmWvvgmrg5BJSwKJsWR2eAKCYrcP/f/tt/j1uiXvpLmT4L2Ko/W5ZCYy7tB2b6CEiY9aKurAqH2T/egx4N9PSx06AJkAL66kYA/C3e5n7CDHy1C/24ag7W2ZmTJyOU+KMd+oTb7Jq+YvWzElnvBBhYOPS5uthOwCGLQzu986vdu9OfaK/dTvFJS5EBpbL6ppUleL3WpVSGpH+nexrwAUz1AULaq43AUD0d0+66KwrM/QOX7f1kNa0bqSf6stRc4457rmLP9vupFcp/9tNXQhc0Ak4ATP30nzhydh3tQxnaxvrTN+oCwMwHZx3qUzHNWLfXb0Spsx7dh19efeUnGXzjfVGiFKNFQKx/KvyzY8eOKC15w3/+wx9mBJ3ix2fqoh9++fpryUyQQoe/ZV2oKy/MoGDFx2tbZH3h3aHf4AQIgz13xAIVTgBy6oMnGl+EqD14KhsP+EQvQIl+diVYvmxpvgNn1mrDJ8bX73OM2A03KqVh7SQYTn9DtvyXr3VPq4zfCZjD/UPutOcb+Pkc+t7eQRgU36xO15XRmDufiXXV/iCsSMzCsmRNAU73hKniAo/NOng6EgGt3OM+C4hiDFPvEBqgeTEXSbzKO92v40Lom13AS3xILGfa1GkBPDESaTM0mEEJTIRxDe6ggboZEIn71wfcMYyym4upwwGxeKdFE+ynfez48UEwaqC9fMXK7sMPft29/PLLKVcdMYzNwLZsqv3Ntd1qM+ZvA9sPPvw48669zxJVYpZoo11oi+m4k+oPQMsFN/o8KtPOLP9FWwO09EUfZ0x4w+whyeKXAGqN8noP614b0/c9f6BFTRO8GeUEVBYtXhzBB3YyDtBD4jcQYYmFF8SuhlkFylWWdgNFlpv7PFsKb1L4zm+AlxNEEOv9VzI9D0BJa2JdyQDQ30IC4o3qr97AlyKT7dHaJybJXTXCDTwBUTws6VyemVDTJ1VAmdpEIRsxVjYFoXw8AaTTjsTYam8o9AeEniHk6uEZi38AOGXOmjMnzx34+uuOVa3dPAyAqD2UuP6qQZmLAUK/WTRaLJAbbuDG+drPf5Y1L71TvBHd5RNru3K9WxYF+gttkDFl857UVQxaaMycdO/QHt4Zejn1oXxgtJWhwVAZI1nfHlG9xcfg0keATZ9KwsfvluPTfhCHZhSKuKf36mdGBJD0ySIVe+dt+e73Asky5PQHTLndXSo9dxuWZYGjSjubORygDIiGLyNYmLhVKvcOAl4BX4tHIiaiOhsAErSh7/UbwbzlntShALbdazBERzu5lywenWYmggEJoOBASHVi9bE0/Q6YENv9OkNH6BAWAosBuAExliVGouH1KqZhXVrui9ti/rPOUQ4QJQjqbSqkdBla2CKsAeMs0DBp0ALhkmmnekZDTpyYHfwAl82/WCWYAwOoo5F38RzTwtBA/BEzWoCXgFECVqtBD4ynHZhJKGDDRx+G0aU2tZxP7xRkpxTd72j95PsTjz+aVCdtY33ty8IL1xL/K2sJkFW/63+g5VPepH4GEO07C4wQqhNBRCe0NUiwYNHi/OZ5142Mf9P95u7qHxaJ06G8gFo/I0mOJPAEZKzeO8aPC4gZkHEQeqlA+W4jsgs16qqe3PdYtWbzWDzGgi7Xb0QREnZn4zuWqT6PArkhFa0MA32pfQ59qnweAuByeAYfAHL3qTsLSoxW2/Al95YlKZFd/+I3PGlAsKzT65UHPHVqaIWH9Dda4k91tGQbGgv3GLH++MMPQhd1WLf+4VizVmeyorrnKHixec8Ir5AT8vPO22/FUrTCkZF0ICabQPK/kNRjj8v/nZJEefzOLW8yiA/wAL754IMPM0XX8/bO0R+wZAgoC9RACH5dtmxpPiOXvQWPPykMPEse2kmGxe4tJFM8WCE833tICu3LW+2/3sbHiC1LAyIYoFmGvS0Zi9L7ChSHLM+qbLnfQ651Pa8M1wDJ0CcrsizVul5xzEGQ7K0R1qI5vNxlBJdIToCdmA/TeqaVoc7qQrs4BI1t04CBxVIIJCYyomd1aNahcgkJNwJQOggFoRW3wQQYA6NjfgxqFNzBohAX4j4bKQbcXGzviVZMvqaRydqfmkulLujHkvVewkNwgJ2RSBs6mSfL8qHRgSQ3Sx1Yh4LX3sN6mT5tavf666+nHDM+uFdLl96f/Nfjx050b7/5ZqySJ59+ulu0aGHAkeWoTYQFswH1qmvFLtGOlXnn5KnJq7MqD/paKQddWIaEGK0Hz6RvhCSD1wAUFz7gYJAMaPVxKJYGZjdVEz3Ro/HU8PtaP+a33uJXl5v9bI5Wb5ZrRqT7NUBZYtqprlGE/WraFsPQj0AXQFqXkrXJwvUudaV8ADzDQG4lPtDv7pMn6j4nmVA+wW+xbHXTRv2qHNe9575ly8J3fkv9e95n5Wu/PsDPvgMGQEji3evUTr95Hni2+ssYEFNES6sP6Vf3SCvCg0cPH8lCHiY3ADQDYd5jBBsPiZeqI140ePPu228l7YwVqV22pDh44GAAatXqVZl7Lt1OuEf7KGNhlo0bPg6NQAY+JVNkgkUrs8AapMAcv+H1yiqpMElxTXo9CvzipcsJC+gLSgYtfTaw9Jnr/Qh43VP3xVAYUzFtdSn+/P0syxGDZW1DWmBW4FdNqu8lJMXgNQWpfi1N2xjftbq/xSdreh+wAHKXLwPAS5kRYvUVQJhpdWctfno6e/9ySa1ZKKZC+34TJL0DQRwYGKM4ERAYqIvcQ6uZYAgWITdZwvmXX2yPdYb4rEcMaXoe5sZISl258oF0PK3nPpofM7BIDHJgSC6b5+3op21mTdDsYi6mH2JgdTT104KqgFodAad3YB7M5Vk71r344guhCwDgsqCLuhkV/cXP/p/kXaKJALnQgv1ZCK3YEuZ94YXvZaRRG1577bVYMRZ3XbRwQbXh+Ilu165dgwzIwtQ2blDCDqmVaZ3zu+3bv8jgFGtAe7ihQAKNvJPQAk5HgKMXBPUmTNodxZO9bmrFcAwNAPQRq0T6iYT9ebZT6AdvAFw/HBorBb1cC/P3ilcZaF/ALZl/TIwI4ObIvbwUU1GzdBpFWm6y372f9advb96UMjSQAYe4oVJ5rhjsK/ec60zYvYtFzXJSPkDxXd2AqXp6Rhm+i+vJpwRoLMWAvokXBnhGdaGRezOr5+DBvMMqPwAC0HCvASHeUE88jtfwnVWZlIG+LFX8hefffevNbvbced2Obdu6+5Yu7Z58+jt5zqpEQIolyepDv6awKH/GxNHDh8OvwlSsWRkTwFTc097sPBt0wy9CBLJA8JkUOMoe36ub3wcGbBdSOaZyVtFOmEk/oWFSioaNcqOX9wiN4XnloGXxZrndvvO+lMuDoJCrj2qtg5ocM+SC62flmtF2u8eIwZJlgzka2GGMBpTtWgPF+q0sQ9cwq9Pz7dQxOtyItHnO5hkDPykvwARIAgyd7QwIZfJ9Ddo0xm9andZHhAaQ7bpPDIDZ1CUdMNqc1gNhVjFEh1QN6RfKFffhXstb8wwgd+oYgyTKcwhAs0rEqOT3AT0zeDxjbqz6A1DP7t61M8+lLv3MHNcJj/u5dhb81ekkuK3KxO1n0UkgZ0lw87QBTdwrOXz6jLuzpqS4kDqKyRqlRl80nXH3Pd3S++/LjIm33nwrQvbHf/zHGRw6cuRY4kmAlWL4ppaXaqF+TrSxBcH7778fQFC+QyzP75hU3QCNugRjs7tHvx1I4otWV9JXowPg4anr1xN/Ax76S9yL1CtfrOze2bOTRjR/YS2CHKuvD/p7jxCF59DMnGzfjZBXnavP1T3XATM+7oGdu+631kbWu9SeaXeZCXUtPDL9rrsTV9RHwEg5QhRZUV1upm0silSnmwAAIABJREFUWJYmEAgLsACHWdqUCotae9zD4tN3ttdVD0nl58+eSd3xB6AFOPqYQleWkBGPgmKS0C+nFr0AJtdZahR6jx1b2QAUjbJ4S9xU/WL9VYuxADX5l3IphYXU6+iRo4kbGwG3dBvFDaSlEhmhxlP79uxJvbjmthWWV4v/AT9e9j5/U3QGrUrhk50rsZQrTFJeVMYVBq4GLBNaErfsgRIti49KmYm3W1vCIh3oh8djrPSL4QQcLSOYGYZjh/ihnxWkPIcy22lg9HaPEccsEcOJsNHgmcFSs1hoUkJcQMhNqEEY97pm4EVMUUwNCLKCJKvaUsAaiASaK+D+drRG+dRYzOWTFvO9tEelAuQegtoT2X1+b59cCET2LIBTV7/FxelXKBegJhSED2PqDIIKdGh6z2Jg4Ee7Ey7Pcw0kZRtl5vahDbdJnQC0e3Wu9yuPG8Mq49YaIPIczap8o+ncL+1TBlphoB//4z9EgdCGRpQBmPsokMefeLLCB6agZiGGi1nr0Hczg9THdgMOLp56132XAlbcoF/9+tfdp59+mr6yiIiQS1NO6Oh+faMfraH5zHPPZ/3HxG5ZZIOLFgPVoQEZ7wQG7TAvmgWhvbG8+pADi1O4g9BQlp9+ujGpLmgosX7x4iVRZsADTe+dPaebfvc9sUQAZeMJSuvCOakxlOylgF0DQWUFwG6wbMfHKva36+3Eq8BTf589fSoW4L1z5nYnjtVKTeKO+KMBtPfpV2DCombZkBHWrTaqR0trUk8WkMN1QOJoygJ9KRB/q8+pfmomlxbfuAY4xTRtOGcdSYc+wJMGFPGiw7v1mVijOtvHCa8uW7a8+7/+j/+9+3TDx0lH4hX96v334ilkgOrmze6l77/cfe/Fl8JfH7z3XqY8ko0o0z4VbvfOnd2P/ur/jKVrPU2pTNojTi8XFEDz1BggPAU0Ev8EehQOi9soPUV/9Oix1Ln1gT/c73Qt7RkzJhM1bDLY+tpvFEe7x33kvx0No1r/t+vD39OujfRzxJalESnHrdZkNUrFaGEVA0T1WUCKeXQU69FIYJuJgvE9hygOjWgA10Bu+N+uOR0+W6Pb9Ua0dr19+h2B1YPmszCsDnJN3PP8ORZsjaICMdra4AmAxXAGb7hEwFy7CkSuxvoUB7Mkv4VU3SvHjBb1Tto+i1lYTKOfB84yEEeUxkP7KovAAkdAS1DEIgPO/cZVrBTvGTVmbGbtsKAvX7oSwcCgANA2qM8880yf6HsjOxta3ZoQGY02U+O555+LFn/v/V91L/3R9wt07p3Zvf+rDzIdU/2feOKxaG/1WDB/fnaQBKYWYeVZGPzh2j3yyCPdZ599nrqymICH91QIoVaW0a8AcWx2peytO8zd72ODlvqAy8gK0TfoLP5GaeAZLh9Fo+8IgtVsDAJxA1k3pj+6t9zCGhwBSgDFwi7KTvywf947W2iAMvJ9OP+VaNaGe1z1gGI/mwR/K08aFAXoeUnUaJUy5I/2OaVMPO9yD4F2+NvURvcAjOHxS/wSOvUpUe4X3pg7fwHBKOOEkSI9bO26WHlWARJfxANWSAfANkoDrgCUVbhn167MBEJf6UOv/eyfuhn33NMtXb4iG8BZ2s3K9Tw54Sz8op74lYU9/a67wicS2nlaTzz5VLacEN9ctmJlEuO9/5nnngtA8siMKbR9pgw2KpfnYe1StNDnUvGEesT3Wd33378k72mWZZNldPBdP4gVm0XHs2vXKSe0E+LhwjtMIGj96FlhBvLV8KB9Gi2/3WPEYMkKhGuIWVbk1Qw2NKuSNVmgWTM6gKGgvU8DDxgeozhUWCMdPtsJHNupga63z+HA2Rrcymi/KU/9HO5pn0DJ32XpXc1CsMBBvBKAO0LQ0aMz8mgJKm2UBiQWhwlYlVIgaGpWgOfd45NFRKgJtKRzie3uIRAOzIoprMzCuuBGsqZ9Hxi4kve0YD4aIrT6iFHJRyQIdoacPXd+N2/u3NDFhljA3ntp/i++2JGFOPSDfZh/8pOf5NnF992X+1lj9sl55913M/oPrNeuWR2a2I/FvkCAd968ud1TTz6eMtDy8JFjndWFeAMHDx7KKPs9d9/VSV365euvR9GwpHLABWQPUFqNp7wRl9DGFEEzYFhAQFHdAU9As59VBXj0F35Bb9asPtJetOIeFh1rdB/t9asBEDQ2i0cZATrzsaX8TJwU3sQvftMun1xWCrIdw3nGNTG6DAz1AwPAVVnADl9w+yS761/3jbGwjDK9wyhv7/q38tWFVRvQyHTJ2qICHVwD+uqofpRAYpGXL0cJi0c+uHZt6CJnEl9QHEJFrDiWOUV/98yZoSs6yS9dtGRJ0tfee/utKCOuOPfbHjsS0QFXo3/oe6YGHI10mxa5as2aJKRTXmaOWTjDZmnAT5uFsaSUiTPL+PC3KZXbtm5Jv9U031qVCM8zQoTeGF28I201hmDPKG1vfdBo5tO9SSfLYOyJ9KX7cgY/elnHfN9Yf4LFDB/cO7z8bxUsDTQAACdGpkEaAEpT8b2dmETlKNUWuC13RJ5UoXwliRY4ptHDLEsgomEayqWoBvdLPA1rOEI3AuR9SXepmB4it3Ld4wDW4iwETB0NaiAkJnO4z6CMmJC4m5kIZirEvO8ZH5hhLkm2Tz71dFKJdDqGBTZAj7Arl6IIc5w/n98FvBv4A1+MzlrRDmUSQnQh9KxLIOBEAwMAVhx67rnnAtBJu+hjuMDjZ//00+67zzybOKSRxg8//ChueMtzM/Ip7vnqqz9NErN+MA3M3kq2JXj//fe6xx57tLtviXhhl1AEZWBuuy109a22c+2MwK9etar7aMOG7vSJYl70ajQE2KzKgMbNyv9kRQBJdGFF6hu/O1gnvnNltRt4EKydX3yRxTbswcNixHue9bu64RO0ozSUy5pCO+9h5Rux1uesd/TFkKP7ee5R7BlkKr7yfnVSh/Yd6OOJahu3r3jE71xJhsKF8xfC466pC0uw8V27xr32sLKELCg/4RR/A1CrHel7IQT9DSTFAYGwNnBvWdIGErm4X+3e1S1dsTKWvXc6m1ECLK0IJnYurCSM8fYbr3cT75wUoAeQn3z8UeKTlPbHH3yQZ9EdIJIFSt4iGpTD559/lvUGgKpl9QrwxyUk4D519W68zIoU42RAUG4+gXZZ4ZVlwoNyHY30p/ZRiMuW3T9ItzDFsH/QUX9ZKcpAL/lyzYGGENJ//f8JZ/S2UmSnYYh78Yl3W2P3do9CkRE8pXJOFaUZuGRialxKRGZFarQ2qBDmNJoqFQcDGKmV/2R0ym9Ao1UcGA4BpMZoVJnP4hwNYHw62/M+ldGI0OrYCIkojsZQnlV/fwM1FouzAYFyxH64XO4TkGaBOcIUfYoFAdTh3F85Z1xnc251fs0AqR0lWZl+M13NJ2HG+OI46qa71dXAkFFxYJu46JkzERaxKvVI8J5rdv589ksmpNwO9dWOBx9ck3zHnbt2J+medfPAqtW9YqrpdSwFOW1iRYRAGZZb+7//x990v/j5z5JGYpdG8VrtoMnRyfvVMTTs44+C/ZskzT+0Pq5hwCDKqSw3CpJVyTIbdI/GjInl1PIctRNNuHymAyqfdWTLCLE0bROjQyfgKK9TGMM0UvmsFnDAd8oBoOK/aCH1yMo5lJAkagK9dPnyzPOfOXtO3FTtU64TkDqApLa75uDyOtUrfycf8GYADIgBUO3GtwDEQUG076UYKoaI1u0AlA7ghE4Orr0+oRBcwwdGn4UluKZfx+W+OwMzXGWutoEkz8Si7vOeWY1Gjvfu3h2gZL3bDM67WMAA2EpRFLt+/eD99zvJ7N4DtPAGfuZuf/7ZZ6FtA9A2Ddi96qdPlIs3/O1T2/72b/57aEaGvAsgy1tlNbeE9Zbbi7a8J3zNw2i0D1G+8Q86k3f0cETZ9WlU3o3XfMb7HT7b65uTWPplAL9R/Ij+HLEbbntTYDP8UDlojrHFCoxYGcihNRECSHomjJkHK4LjXkCh2X7zfO6JdVnLKtXfNSuivnuP9IKhRGTvcPod8YBY+9s1h0/lqyvtTEDlF+7ZszfCBCgxDgsQg9qTRBnuE5NqE/4JpJkSBIol6V0EUTyHwLYlqhJXOVUzdgJqY8bEbWRtUQoEHmBUrKhGPFkpNDchxoTSNYCBuqGfuCAuILxmXTz73LMZLENr9TCH3LSy//n3f9f9yZ/8i/QD2r/x2muJ9YjpYPrzF2sur/Y9+vgT3e5duxPPdO9//s//KUwPPNTVPfqRZXm83xIj13o6c/2tprR169ZBoWn0BpDq2g4xRG4rqyJu97jxGV32N0tm8tQpsbzMU/Ys+hA8AnCu30tHTFQZhDtgfu1aLGQCxArVd5RbaHzqVJQZsHX4Xf8TWuXiB9wXK7IHGvVFB2UDOvRmpXqu7nfpRvpHn0jjYjEF8IzMRwEVL7JyPGfgBz39hvPRL6vCD9Qq+lz6okvFQ4UOADrv5tKFCzUd9uzZzn7klOn2bVvyHdh5N2sOf+MTfOAT+ETJjB4dPrXoybyFi/KbGLr7nbIsZBmQEi4+b0sKkTZal1R5Mjis1KT+4q2A2HvF6YUwuN4UUlvfgAxKt8I39ouyQAdDgCzhcXnHaEz2TS02Im3QD81la5gwom6/6SjDogsvAlfvcq++ceZ7vyq7v8sAq1Belancob78fUbDRwyWRrNYcQKzGKEdCb5evZp9T8S15GZt27qtO2BHvekC9qyDMmAHCQFge8vKNc3wd86kAPTmckZOh9yaxuBFoCIqojl8YkaH39uhzuprFBxg0La2AD106GCsGh3lWUB64uTJJOcKeBtJxlx+q+cqbnn44IFYiphJLBP4mWkhV9Ponml7rFV18W6uPHCVqoHBuFI7tm+PuyZQ3pjbIBOhBiYsFG6ZMrQFCPhkLWEU7pVE9HPnLWoxkAD6M995qvu7v//7bsLEO7uVK1YEQH/281+kjbYzYCFri/dQDs89/3y3Z/ee7AkNuL/79JN5X1iqAcTNrtu3f39GqNGwnfqM6wswTZWT85qFcJMtVG6wtjtZPk6ju+QADTKqnHniGF7fmx99vm9rJYkDNSdLTRsli7f3U1yETrlogxtZle5Tr7iB1kPsp7W6129uVIZ6ScYGYGgSHuwVLrAWx9QHAFPZaNJ4V594Bkirs/YUJwLMIWWt/5QjhIP/tRNw2uSMEtCX3sEC8yN+SkpRX+7CxYsDIqw3QAagufwUNIXN48KLlIfftV990AZN8PmO7dsyJZNlCpQ8ixax6M/W3HG8HT4jJ3a9PH06liclxu32m+vhvz7p28CR90laJyP4ybRH37VBuMnv+J6XIBRAMQq3CI+wzLVHn6g72qqvmUDDZbfJcPq9xwgGiLUd9IHDs55x+t74jmHl73YW74hVV6nf6nRHzOFk+aRD+tFAroMDIYzACgDb/8Pez1XRQnmNSUOAIfDsATOxS3EEDe4nvHMxlOu+RCNivbaGd3FBuOmtTspth3e2oxHR377rQGtGGuHGzJhVezArpjF653kMxbqx3ejlfrEN93FjdLK4nTnfhFEMCEOZnQAkLZ2FPtImADFQ5jbpXGW4RsMCZNYoDeydBky4KRjaajgAOIx18WK31z4r+/bFGnPv66/9ojtx4mS3eNGiWJFSfQAn9+m1X/w8gEGIWSByEwG0k9WADuphEzO0t7vkd7/zVIEIhjNbxwLASUwfl4WDMZrntB3N9JMVbtCTUJVlMSHxOPeIEakni1gOolFabrk449VkC1TqEKGWY9hcKIDhueZq6bcIq9W5xfnsnnjpUkDCvfoGPQEcN5x1qT4O9wNTwOk+gsniQl+8JfdUW/CQw3ubRcyidL9rDlZn6sVi7mOgktodUpSAobJdc5/TdXRysD7R0Ha7AM0UTu6pA63Uwe+sNqEI9QJowIY1ZzAlFnj6sHI5tbvVz0rpcjbVTZ9bWd2qVrykL7ZsDt31H+WOL4Q07HeET4EVfjAtEuhR3trudI1VS2Gx7PXXl9u3hx5iou+9/WasT2EifK4N+Fa9Nn78cdY2oPzF/adMnZa+cA95JT8yLbRDHx84eCjGit9Ds2FyrDw8wVpEEyl0DSyLP6IFA+p5uP+n/dZ4CM8MDNTU2uH3jfT7iC1LAwoa2WKLGpVKyLNjLVy6lPjI7i+/zIo0rJknnngy+VGE1P3tVLm4Kn0qSVmUQ1uutlhOYwaftJtP/xWQFlOqAyIgntM7cl+vZXwHFJgPM4jL0HbcA4QTe7XqEFfawhWsQ4ec0BUrVnYWQ8W8LM8aHb+SUca58+fHssIcLCufBKasSomzpkdWaICrbuQQY8gZ3H9gf4QA2KifQRj1YoXS1sCYgKsvAPAppgTExX4wsoGqtWsfTL3U/+DBw9nU7O1fvtE9sHpN9hL66KMNET5MTjCAl6mYNLtYs3frie8990zanKhKo3GvsdXZ/kTo6kDvHL3r6Xduu/gqtxJwDLqkYpcDV9N2AsmaGhrgM2Az0NnQC530KxpxSwG2Mqp+9TpWmv6qAYJJuVddLO/lPiAtJix+hnYOAAEsfWopwAEmlBfQlR7jt/Bl3y483troeizNNnjTzJIMFlpmTrx8TNaxVDfuu2eBFqA0ikvAgU1+69ukLZ7jxuJddLA4r+mjUWjx4Gq2k75WX4OoAa1+qqOwDeDjMXDH8Yc4M4XO2vSOZp3fM+ve7OqorbwBKUem8pqE4DlpRYwdNMRj6E9R63G8454oA23KrC27Zk7s5sydF4UJOLWHgjXzzhYXGzdsyODcigdWZYTclrwUFSMB7+onObUUhD5UPuCePqMWGKlev/Vf70YD/WvbXbynTemHeDI1GaH6pfDB73VQWOVZsE5r5fZby/9df40YLBsxFYio8Wl601iFaF8JqQQdE1jEAFGMuMYlGQaWmAj3BvqGLb6A6ZXl9H3wZFJ7oN+GNNZsb5lizmK40lBNqFsZNDOBATgYzxL7BjtYfi32IV65d9eu7uFHH83udgVKVzOvmhVKcFmD7te5GB+Teq/1AtesXRsmxAA6ygCEegBpbTA4JNcMIAMGycFAmfur4yWm+80CqwY8PIveyvI+YN3iZ6wQZX61Z0+3/uFalUish4VohoN40+nTZztL+lsui3UF6AvUaidLYGkFbMCJgS2S4Z3+a4d3OAauDnS2BUBn97iu//2NLupGmNBY+w1qGcyLm9mn5ty3fHltf5Btj2uFbW1j0VuIlwfBukR37SP0qc8wcAKy+hT4lOvadadPnOzGZXXzfqT++PHwIetDfSgg7SZg1f7a78W7KTuzSMy8QiPXSpiGVrdJG3urEi3USd8DE2Ck/T4d7s09gDCCi0Zt7c1RsSbv6IFdOWlLRvMrfOQaRaCdgGxBZjGZTlpL4FHUFB7LM4Bl1Nr2GGfOJF0I+C9YvDg8CjAPymu07bKNzcaPT5kUEb7F7xbAUAc8LH65d/eu7uy5s4ktUuIMCv0hzMQKBLLkx3RJI+7qaFUi9KCA8NSuL79MiIB8WdoNb8+0+tbZM/3Cw18lV5biRG/PqJu/1QOGmA5sNF/dhh/agjvJD9nwN+B1H550KlN8Pl7rb8CRlNErPilyt3uMGCylChGSWIEWMO3BzwtVlFtWS++Py9awiGgJq+XLl/WMONyyBPExapIP5/lWju9x03vrM7+VATQIrhnk6V15TEoQnI1hEdCJKTAYAus4v8sRsyMdbS4O63dApeNM4dLOgOK4cWESGtzBUhRTVK6yAARmAb7yy7jx6kBDcsEs1krwMR7mkRNHaN1Ha0uo9Z1FqgzxS5aCMghEo4f6cWWAj8wC9MDEwF+M1WZTrH33AYlXfvyTuPeff7oxmpploA5iUT5ZG5jTdEwCw+V/5OH1AQr0UX4UEwDot+Y1GKZeDgzpHoKjj73XCXTVUdmUBIXpOyBi0Vn/0qDIBZt2GWUPDSvlisBoI8tSXwFDQo5ewKgBk/eqo0EQlg3x4ea3rAE86Xl0l3WAHoALiIuJAXb86z600Bb9ZcsKAEhgKfbWVmwXYex5PKqk5/vQqS/L91iSfVL5rVZxeUKpe28VijdWW0sBqQN+FFeUq6k9BnRsTuY+yhYN1V946JiMinvvDR+cPHY0fcj11tee3fXljvQRftJH2o7eLEG5xW2QUvtd9359gs74ChCiT0C/VwzmfGu/0JPfHFZChwkMEmWin9i0emivjAzjGC+8+GL3X3/018m/9H7hAGtwsiwBIx4BxvrASDnr0qEMhz6PIus3GIyMnruQcJP6Nnlv4Tvt0s+UcftNnyvPp+PbBct+ZkobrCnG1AgatSqlEYiv0TZzB0BGQmfOvDsNrkZXZQfRUhf0FmM0wrDBIDG1qImeaWONhjF7bdKNSichGAZvhEAMhHHdJzf16/3705m0EYAiuFzmxKD6BQTsBW6kz0i0unLVWXrACbBJ+WE50+w6nPaXPGxJfqtCm8oIjAS0gRPGwkjyBCWHo4s66Xlgq87+VhbgVlfvxaQYz/0BtmnTwkTua+EETGB0fsn9y7rFixcmFDJjxrTurbffSZlJL+k3VmNhqRcmAvTotHDxkgDNunVrsyoR4CEsyg390qejojjEk9TTb43hyruoxSeAk1P5+W4puYliYRNi1UorO3r4UOZcN6G0Z47wRAQ1M5dOxzX2DvVDh1iuvXWK5q1ugMV34NH62nuBrnoSdgDJUgceygO8eBPNCTOFpAy0FnNjBV5KiKIGbfwWC7brOnHVAGAUSFk4ynQCI30VeuTvoTr5ncyGrizXPh+SImAdeY58JNRy6VJ3Tx93xVPyKSkQvOcTYOJFNHVN243u33XPzO7L7du6hUuWhPZijhGpGze76TaPu3QpCw9bdMVWt5RJ+KHP41UOK1z9KXGpQe7RNzZ5Y7FSjPoD0D362ON5D9efwhITxYfPv/BSRr/VU1nobMCGVSrVTK6n9CX86x79vmXT5/HY8Dje8R45wuLpyuixMn3sH30kbg1BhM/QMKDex9PxZjOk4FQb5Gk84lOfOOzkervHiC1LDD/80JBKMekZOyOIY7tDhw5H44A5FSO0QxVrQFlgFkYClHGzu2gD1/wdRjbAM3xUC1oCzn7wx59SFQgIxmuEQDSnMhBfio0Ooc1YjzpGT/gvAzA2NJo6NUHx5StXphMwJmYwygfI0slTp4RhlA3wrAFo6SsrrBBG4CldgjtlcIgQEEzvY+lw/QE0wGLNmuNtKuJA9l0Z3c9br1gYa41QYH5LYLFOWbYNmDCTcl17/vlnY6lq7+Gjx2OpWumIYLH4MT+m96luGIkGVxfWxprVq3q61rQxWrnRD0OyYNEQfb23gYN7/O296uXT307Ape0UDqvBABXQAV6LltwXr8M9+gStz5421Y4w1NqXlFiz0CgNAi0m6h0ABg94P4uWILNOWBZoglfVwaFfKKZcv2jmSOXYCk040EC/mIjAMrYUm3doo08AR/A970Cb0KcFonrQRFv1Sf1769v9aOZEH3Lqnnaoiz62IAfQJSva4b0GbAwCeda7PQ+g/M5iNjsnHsCoLoNV+IVCV7657LPnzUvbgZ++N8jCXUZztMzATs9jeHD16jUJAaiPd7GwgadBObOu8KtyvEM9yROZ6ZLJwAXf0T393WeiqMQw1TnhrrvviQFy5OiRyJAdINFT/cktr8jgHJlwAu8o/3HlRTVaRZkPGyfRvwY2PaPNTmW5Ht7Ig711OYzmrbwhTGpXfvfniMHywkUJqBUzwEA0PQbRme1AaIL45Zc7AgIx+a/ZU2RmN3v2rIBrjzODTBPmUUTahRFrpFxgHdPk7IEPwRpQJnZ17XoGlmikVhcMqE6e06FLFi/udknSnT49wENYMQONxIIEgrQf5pD+I1Zj6h/ti/CYMzNv4s5NjouZEUNLr504HnfJrnaXr1zOAI29SsyNZcGayyyJmqUDcJVvjq1r6uA+8Uqal/CKj+p8v2EoZ9PCJeQXs5anNCTWEEDxHtperEcs2MDUP736SsIb4qziVw40MoCA0JZnEypAH3Vb++Dq9MctNB/drMguA1gYE43VzSf6+q7/CIbTtSbYhJE7LmVr48ZPIhhL7l8aq169tdPAGLcNQLX+U176sOcxTEfAsQi+Ey/jmopNGWFnSYh72qKixaABqPIAl8Maj9xYvwMa9VImd5gH4FkxvmOHD4UPlG2anvYATTwgcd7BEg3P9iEJlnLokF9rXjk4FHvUzrTHwiyT7kydWbeOlBHZkSNcXgRv564+/scTEP9FC++n/OQq6jPKxRYcciApJEpR/wLXU8ePZ858i1NTFqHFjRvxjMS6xSGtoK8OLHCfVtzCz+6V2YE/AKN0IH0qU0MuL/ClvL0P7fyOT7n8u3buiDKUlSGPUj/IlLBh35L77q+Fs6dOS9hG35A9g5pAk3y2tTDn4luLJPcGTU/ayDUDDVbAGl7tyZO1+2PxXw24lRIBKPk/vKNPQvNegdl24naPEYOl2TpASCMbULZOyPUepAAMAeYisEpYPqps61YChMgNYFUeQwLQMGHfoGjvHihbg9yb//JMaWcjhJLAddbwunjG/VxgCdW+m3/qHQ7vFNQmsOrDbWZhEKgzp6w2MymMQEAXLFgYpgf8BC0ghjH73fuEGwClZ8VgLMwhJUIck8survn1118HeAn5yVMnQwfaXLzG+wlAhFKc7ppZQEcCchiAdaq+BLLmJVe8kuIAFEbSb44aU7HhsWNjxf/jP/w4wGLjMs8hsPewDLhm+mjXzp3pp/uXLs2mTqy3BpaNfj49Z6T99JnakExdPK8PfRaTFrD6u53aNGXy5IQSPv7owwgTKxeTa1944+SJhAIChL1LCxC9o0bN0135x77i+I4AspD0KWAx8KHv5XmaCaNeBY5nBkEW3xFIcT715dZ6Xl3Vx0AXUJkpSRuf2cGTsGY22tiEk8I7vYEAwJTjwInq3A5tca0BtbJWhX8+AAAgAElEQVTU6eqAGWGVhO5Z7wWm6s2idY/5+/qzWcsWWUYHYAkgvReAao8cSIA6K7Hu6g8pRHPmL4ilBhDPnj6dgSzhIFtQMABYhRQF8FOOND+rZgFdFqd3o7/T8dnGT/IufC8dkIITvwSyaKIfG6gD2GNHjkYpsZQZJGjMgAKa+k0Z3gvshULIjHuMzON1zxk5R38x+hCzxD18THmilfrhbc+bOajfim8q3FHBkuoVvwVk+mddtbXF7R63Djn9M0+roJMmxZwQnmJs131WZ06Oq2twB7i4bk7zZ59vjuAZqW2dEcbsGwkgI3jJsSzt3Qjg/jS4rx8GzOT6fsbON+vgXnXUWYQ9HTts1N01HURTS+VBS8xoQAgDaoeAufq4LtiOyQg5i6O5dSwUwjp//vxYp+7jSuq87du35XlLYFmQoKVOAEzLvgEmHd2WUcPcmNVhMIjW5rpjXm6sKWyHDuwPwwNqkwG0W6jAVgEzsqfL6Ljd4qNWjNFGR6Mf5mbpfbFtW8DZzoAYV30Jd6Nx+8zD/Yh4+qYXfPVsf/v0HsJfNK1prqa6GuQx/15fuI+lwopW/7YDI08hIJ2Y3s0MciTeZArsHXd0k6dO6+T6ic2J9QEOtPI+dRff02csFDNSXOc9mC9v58Z9e3Yn7YaFjaYGmgLUFtKNO3gmfcoNN7J8inV17Xr6nQJl9QL+0LEfOMCr7SDcTkCee3qXsP2O9g73aLMDMONB/aEPeTXe4W9WHdBIOIA3M6VmuLBsxfzQ2GkjNwNCrGP9oa1otHTZsm7nji9iGXpnrL9Zs/JedfF3UtkGBro3Xvt5jBpxQL/pnz27dgbQWH2MiedfeDHbT1hbwDRS9GNZGsD0DAsWaFFGyqF4yAnZIDvyjoFrDJHTpxPWqvGKLuWQJwsNkz1Kg0XKOyrZLb5s8t3oyEhwaPvd/fKLjA2nPi1jrs+S6dcCbUaessj373OM2LIUUHU0oGwV8+nlThVx3Dn5zjA115P2wBhxuU6fybqJs2bPylJfhMIzhBPhffq7Aae/25mCe4uRJkcURNVJjVDq5lCGExOpl7Ixovq4TqC4xDShA2ixAgmnqWYSuQ3KWAdQrMYz4iHccW6Hv8VZWNDqR7M6DDzIk9RezJ8BnunTM9BAeNtAjnvT3sTfpgQ8ALCRd9afhGKg4ODyi0fV36MiRLSt3FbpNoDHcl4XLg906x96KGD56aefhe6tX7SXC6pe5k4fOnAg9fe7sIB9TmhirlTrh7y8D6pLgGfBO7Qd8BVNKl7pmQaaBNl36wCIc1rdBg80/kCvyidUWr+1ab9KOYvPfdpGSRBCYEqg9BXLUJ/qe/fqe+9CG6OxLFe0IuSEk1Um55DFCSTyxn4aILpxvy0WTBFSYixxAGOONXAdSCx5bE0Z5X73PIqXWIWOWJW9oh9uYeZdw0DVb55nwXkW/VJOQlm2FKmphGjFK5M+BTyEYdRV34nVsgolqQN06U9ogEdNR5TZsH3LllhteELeqf17Wk4wuuBxs66sCuQdgFsKkneiPTcbYJMlNBN3FKaSgI4HVq5aFSBDZ0qJXB/4el+/nuu1Srrv84DRQP2lqRnsdeBz3maTYf3nZGjgDe0RC1U+Y6sGbL6JA7WqFLQRU7UQjPo2HoMHhQVwpZ6NZRczNdVIHnJ9G/m/IwZLwEQoVIQlAhgIA8ZtFW2VZVUYQLD2nMCujpbyQHtkZZgbN7s7+6W1Ghj6dPj0nva9Xfe38lm2Otm0Np0fwenThvzudHDB/ead7b6mAQEZl8SCIKb/ARLMSwBZKQSM8HEVCKd7aF3M0cCLG2/wh5UiVmSdR+/GUDqf9mTRAioHGjnbntDaiBnUswEAhlIPcbzakmIgIIZ+6kaQWSGsV/2gPabPjZ84IQD74ksvZkbPnq++DrBjTPTDgASOoAobcP1YZ5hS4v2iRQviKeg3dR9Oc3U2aIce1a4CTO/2N3DEkIBJHDkzUmJtjek+/3xTt+HDD9N+mr2BCWBqbpLngALgQBPt850L3Kb/uX79alkNicHdsP1BjWiXl1ELGnuHefUGkrSNoJ4/W645S5sAOtrAW1Zk6vsv20Rcv548RO8Ty9UWAxGUiPpIYiegfgewXJJmkesPQNTa2Gjo7/bdJ29GHzuU75oJHPfcOyvhAzTU37IFAKB3HT9yJH3PY9i988sM/jA0xG/1D1kD7ts3b8417rc4pvrhWcaA8BI6sxDFJg24SePixpMRcV98SFbQkBx4P6sfX9qzh8Wm3/EtQNXv4vvAFx+Y8SPLgnWJv7ybQWFUnGxoN5nhXeA1NGNBWuP19JkzCVnpG4aZpPGAZe95oFM7Q7xekUdeTtX2Mmjhb59O8o+WvvNEw3MxyLoMIrVyRvp5G2BZo04QGlgKSjdwUsFUsgeqCMAdtWPdgQMHQ3wVPkV72RvGzIFJNSKHGRxNAyCIslwfTpx6Vy2wGiL0hAAEiN4IpCzPcwOUARiBIVDjMiCek+XBhVZWq4O6KQcIsFbcw635et9XsRhpUfdjPsyxffOmbunylQFG2t07aU3PESb3soqsMg1s1YvUcXE8z410j7YBVWCmjkB26nTMW/NmAR2wxPCSqFkVBiF8yoXkjiW4f/ps9+wz380WHZ9//nnawmJmrWJ+jO69BAKYqK8y1qxZnXqwzKwK1eiuvvZEMlvC94Bhr9TQ9Wb27ZZkTsGVhVAu9egArBAEWgPn1LW38q+w2LhSSSqoARx81bIgQodp02KRqq/+AUSszaYk1N919UI7Ak1I23d01V79QMkYXXZN33pOcjY+ZdGoOwuW9c91pEjRyLsBO6vWwKMFeoE0QMf/gC9y0POMujVeagIYWibOK+dxTKxVbRF/z8DOqFHdnHnzs2UDwANoyueyU9aUJmAEnizSIwdrWiEgogzxqbCOeKWYq4ESvO43dcHPLSZpwI+1bJYdg2DJ0qXpHytlyUY4duRwrN95CxfmOTwHXPULukqds64q/gVq+NSAKI+IEcH9BsSWaVuwaFFA2KClkJx7gbcZcWTWSly2sMDv+Fz/A211V29tlsmCFvos/danFSZu1oMi/ho/juKuGKn2lpwVDugH1/R9c+2Ndaxcsbx10Yg/RwyWLLnq+AIzAk5uMJpDBdmG1bCyMKZOndJdGTA/+lCYDzOBC0y8YsWKpM5EZedJmgM9hyzM9l3Z3mfwI3t39NYsIrR7ENiJwdXBZwFspYqwKtzrus5iKSfgPXFShMG9NOsFAeupU8tiGD06LoR36ljTsgCl9zgkRDukCQErmlDHYyblRXCT31jWF0F0uA6YlcXton1ZbqwQwI4QBAPjqKv3eQbTYg7Ao+2ml7FUKwZ2JaPpzz3/vexe+d577+ddQBJQA1xbn4qDWrmIxWQTKANYci2BgxiQOCMaOdAd+KOVXhnqX1sosIqK5mVRjkr4hPa2Er3tVYUt0JxW162xCq9fC2NnIQu5rMIWVs032yVbJ0xL29CSxaTfeBPqhH/Q1Yo8CgQCyuSaehb9AOacefOiiNAbiAIh5esbvCEMYHEJUy39DrySgna5lhzzHiCpb3hQaO0kkNxbtOS66iNxOpa+dysncvCNuGWs3+uAFM1qQQ1g5nlxSCPdaDhNHuKpk3GJPcMlZiXaE2juggXd9i2bq19u3EheJcBnaQ5cuZwcTXwLvHRU8yTQgGUshEHB4ScWo5BQ5DHhqknd2ofWJ87N89N28s4yF/8kE+LmZmZt2vhJ+BFNgbQyv9qzu7NgNjn4YvvWxNe/2La1e/H7L6e++gQPazP+paTNfLNIMBDTx/oQWEol8ztr1GGRXooMb6JRGhdmZNXXOp7kc+rUyfFWKXa80E5lhDd6a16bnQ+uWZ3yb+efkooRPNGCqjTshAllSSKAiqqM7434JVY1LXLd2geTYLvji+0hjE4kmHIMgWa1gTbgZiNGWTAEzEE4MKrYBKHBjBge07GC2uF+Vg0AUVdLq3GJaREgqH4h/OhR3df7DwRAotG8wxSqCxcSx1OGvx2es3kTraiTvZfm1k4an3b3XcBcPYGkZa4GBq4EKGhf17kkrGlaGjBaigwNWEoNBPQ/99PfQFKbWRntd5+EkWWDDurmHoKG/ixYz//4J690//7f/UViSGYrYcarJhSMGdP9yb/8kyy5ZqolemB0bXJkVoR58jam75fVM4hnyipa6pf085haXoxFi4n1B57wXVjDjn8s8QaUfo9yMIJs7/A+XscaZvFmYYneClQPoMOyZKkDK9+VEV7pk98JFytbrFh4Bx240VYmojxaPmKeNR/ZRmj99Dp9y9Kcu6AWGNGvAERfohU+UF/Kz33jx04ISBaN7AFUgz0GWKx6DlBaG4Cfw7va99am/ND/o19tUKZ+lJkyhQnkR6oDGrCIxRGz4nvfRx5XJ/sCCROIJypj7GQeQm2uhi/QCs/pW+1VH7SkgFhXeM17HXiXgpYbyajJwNKo0QFUvIumrt23dFl4lrseS3v06Fi16ismvG3L5tR15arVqRd+lQWhr9wj/9h7/I22QJxCUN/Kg67dGtWnLMCBZLJYTrEGk2FOEbBlxRhHwJN4Ew7pN5Yq4wCfOer3+sTz/1+OEVuWXIZyt0ZXAnS/2pC6pr7pgqFKqRhNihg0pMGVNlhifxQuwb0zLYFWYAtgldNA0t+EgLCKUdLepghiBGVzaRCPK2gw4d6Z93Rz587u5sx2zorrO3funOy5ba28BQvmZV8Zc6ilDVifEzNF2CUy93tHy2F0jdaWGybp3K6LBIpFBpRocCAl4C6eaeUhDM6tt5AACwTAYjb9qx1f9zvqeadFE9DAezC5+3QucAWi7sFIfqNcuLE6HZMNDLDyatGJy7GCxTwnRbiU9+WOHd3hI0cz5bEso3LzafUf/OAHeQ9htcPf5s2bQv/169cH6LSRZShEgv7nL9iLXWI066mse8pE/XL2CzGbCsqFd23jJ59kQKuBonq77p36TR1ZLhQFJo81RtElzjk2ViDhcq++1n4Kz3fgGneOgutnURFK96OhfgBevnves+Ylq4O/Lerhfd7FxWwgmncMDCTeR5gBkL51nUVqlSBKihWbdvSLZERBWCWIJV5CkE/vY801pUtAvZMlXrSswR50EW92v5WZogj7nEztxTzotWTpsu6LfqM7Lrs0HDmJcm1vXr8RK1f56qdMA1dShYATHsjCGsmcmBBlgD5kEk0MQlLOPJsbWaNV26eE3upl4Eld0IrVef+yZZmx4++HHn4kz1o6zkwh/A/wWa7SugC2k7zIOuGiaw8rFa+pP/kWxwRwDr+TF7iB52ZMnxYQxF88qx5mBvvUPcAVn6bP+0kqynG2vvfpbMfvY1mOGCwxf3tZKpA1+voE4mEVU0GHigNXprO0llGjze45FKL4jVZetHBh7q2GIFQRC5foUEIwCJR9egorh3DKUTSN0X4wEt5n3nN35pROmXxnCA2MwvgGQGyOlEUcankx7zOF78UXnk+cyv7J3kczHbPXUFdxtHXrHor7zYJpQqkjjdYTBlYYcKOxPW+k2YKpNC+hls5idgglgeEwcblFY2L9KBNwAid1wkAsJtaS35xGaFlurX4IxuoACoSahQEAACsrqVklaGc0swk4WtgeYsOGj7tPNnzcnbDA7MWLmbnS3HCulzLcCySOH6+92QmTdjoII0am1VmKcd31x8RJUVbZtfPQoVj56jycH4Bdc8XE2oA+QHJw8cz2wfg1IltrNFIap0/KD6zBMnUTvtBXUnvURVv12X/4j/+pe/edd1JHKVk4EShTXniKNeteIQTvbwd66kNZAgZ9AIe+9bw6c9EpRWW12Cu3Ud3xMqAEqBbKsNGZPbEd+hS/BMiuCT+UAaFPtENaEAXZ3bjZTczq42Yjia8NdPMXLopCnjJtegwL29BaxJeRAYAk0RsYMpCj/5UprilRXbxQO6W/OVi+4obiinhKQjoXmtLCNwwD/KrN2qUPmjWKztxrK9hrp+fJw5HDhxLLljYHRIFe3Pcrl7sJWUh4QRanAZT432w3a93qA0sTsuTRE8+TE3zF/cZrPh3aACT1DVl3hN751kUu0JTlqRyfx44fj0GA7k486NAXnm2fbdZaX9SIPob82N9xu5c4fBIAQChpFIhykceMqcBqqzwNevNmVQ4hVixflqXqCTCNZxsGTM/SM2BUGFvagEmtXMLrE3NjLkQz6ux7I1rVpWIagBRjAjNHI04TWHVvrvrMmf380z61wD065+HHHovrreNd06GsTSk2Ypxc4Fh9YoZ9qooO0fm0tHnnlILYUY10lyDe7APuOlW7WTZcPha3cnQsRpQryD3GfCwT92svi4bg+iSkGCouYL9Ibqza8xeS9gLIhUoIwOVYsneFaWwmhTIsNXQiJARH/7T+RXOj30Ic9to5d7ZWvRG3mjtnduJXrHdhlJYV4Xn9jl4vf/+PQsfNmz6PwGln8YiFb2tB4wClvsjUtAoDcEXdZzAMfdEEsBo0mLdgYSwk1qR3+A0tKAsgjk4PrFqTbU6EQoQdgP3ls5e6qTNsI1vul3gjtxZ4WDiXBQQsgI1yxcBmTL0734EFul/JNMtSZlz9dgwMXCkr1RJtAwWUftOm5i353qxLfAfQvEvZckbbdhJXkzNbe62rB/B26hPKQDoQqxN/CHFYi9IotufvmFwWO5rJomAJ4vu4ota8HF27Xgr/oBs3FU21G6iJEzoyeeTmzQAfBeh+9MWrVuRauXp1vitbvwBzn2RGvxmxZyRoL/o3S1x78DMAJifGHfC0fjPDzbYXXHS0xo8N4KTP4W8hM3xsFwYGj/IYDw4KEo2F19Rh9+69Kbvxm3vUN33bg6a/nb/PMXLLUhxvmBlbL6sVVVQOIRqQqpzDB0ZlrdjwzDTIQQvo5s3Ez8xwqTSCSochgOJnPmn0dI69k6dNy+jY9GnTukkTa9Oq5v4BSWkdEdqeGOridLTvPmkf4KtTytS/kTgX6xJAigNhKoyJGYASxnONRtcoDA/0zUhowoBRpFCYsuZZ7p9nWCTa4FnP6XjX1RVd2khxhRtqsAL1Glirv7nO3oOuYqasC21hpTbXneBQUISwYqi1uVjeI8mXdWixhpkzA/xmLXm/8+GH1+cTtYpG17PcG0t0t2T4w4cr1cqCupMmdffeWzsINg+AK+Q9eGDixPHd6gce6M6cOx/r2XVCx7Im0N6BHtoSV7M6KNf9rgx0J6yUI1pSEBQL4KWstN/f7m0WkKl4LCN7xRBGI9UKxX92QvROAszSwa9CRKw4Ce94ElCin03D3KtsB8vdjCDGgef0SwQ6Uz/HJaanvixOYAj0tcPLWfnVvJoV1FsEcfEBt3IcaIFO6qQ/hADM0NGnrEfexqy5c9PXRuwBhHr4zbP6Fm+5pu7xBPpVlbRR6IjVqf4OPID2nnVNPVxTBzRk4QNBvP/g2nXZ4VGcW32kc1mKzUru7v1848b0BXcfHfQ1EJOHzLhQLyDoPfjaJ3nCu8BQn3L7gScrmbIEnAwO/aIcPKluZIch1AbKqoO7GEDJDpE6dvRYgLnRFT3a2a5p97q1a0KL2/ln5GDZExoTeZkGOGhMDBxiZNSa9q8Yl1vcp3EslU2bNuVZZRAGqTgYY+ECo8m13qSR14EscFtxOloD8WgW6zZWbGxsEahPA0HIxNII4zCA/E2EQDgHa3ja1CndXTOmZ4tXM00wKutQjMdILG1IYHU6gS3hK9eRxdm2hcC8GJJwoA0BU2cC5m9akqUApJXpGiZSb+ViFqDgb8zmMFqJOdwfoelnSngW/TCZT3SnrQkqVxWzGXxhYaEFkNU/4pu1eMFAt2/v3s5opb2nu9GjO1vh1mBPpWwo9+ChwxGGo8eOZVaFtUqljrBMlIdWaGlOetGccjI90t5E47uVK1fwLrtTmbtbI93q7hlgom1o6CB02o0GXGBCwrohQIAAjdALTf3t5LYCQQIGAJ/73vdipWsXcHNNP+gbQABA9N/lxGBZOxNiobjO+uJ+s8iFAzxLoaEtZUSogSEw0EfqrR0UXeKa5o9PmZx3+XvS5DszQg2oe3aMDHg/HuFmN+WnLPRGE2W2EXsACciliolTAsJGL6628A3eAMDiiPbRUaZRae43xYjenpV4r17ACjDKoyxwGh/gYpFaoenQ/gOxXMVDLTiTBVAO7E8f6Xsgh/bqwaVv3hRDRRksSgBuv3Pv5n4HLGfMyKQPsqReDVgVrN1k32nPK32M9q6jCz5pwM5QYFSwMNGVfAWFmsc4bnxyNL0XT37zVKfi1a4z8Hy7x8jtUbXre57FyJrw6WThYfRWGZ8ayorTOTdv3siK6QAFIQhawPXGjWwpu2/f17nGosSUYmEm0s+aNTParVliwxvXCBHhG2ZFpgMahw57QJ2cDs9MZdaLf522mZJE2ympW4CrB+EFCxZkIV9M6x5AwW3RgYCPtetQDosmpVuUYIul/CVRl9Y23UtHcyOVT+iAEyE0J9Z3zCJoDiQAHrqxcjFoWzzC77Q9MJG4a9TXwS0zSvngunWxKj2TWFgvHBSJkVWga7EI3/UBawrTGxDiOkITsUguN2HSLrGi2imy4qzqBXCkHQkh4AlTzqZNq2lvSO83xwvPP9u9+NJLmSePftpJ0CrmOTbAQeDEKAmHT/PJKVJ1AGTAk5XjCJhQOnfckZQnUxQJLzratA0POrSBZWZBWwcrxrsJqnP1g2v/X9rus8nO5MoT+4OqQsE30PDeFLz3bdk9JGeb1OzMcsQd7q5W2tAHkSL0Ieblal/o1YSGoVUoFIrZnRk2h2zaZjca3nvvCFPwKKCqFL9/ZgJF7syq0Ao+3Rf31r3Pk+bkOf9j8mRm7hW6oMQAtQkJE2iUEKtVP40bAQ+v9Uzobl6/lnvcJ23MhCMwpnjv3LoVegLese46yzcKq50jXv+OrFRDwz3oA1yFDyg+bcInwEdbojD6+rqb164m7ke+lKvvtlJTL+uRi23iicxIF8Jz+u8oiaaEbOCrT7wj4L9iYCBuNTmVxkUJ/fTTT1MG+gmZCatQIsqnfE4dPxaZUQcrXn3qshxSzqexiyIYHk5M0iSO8cF3djPilYmFek6Ii0wZX21yD3kRrmO0JNY7wQ5hNyLDeFVdroxNJofLnrq2d1Nm6DsGF9Dr/+81bsuSNVEaVtwGFUP2XNlmraQOxcqpeYANnDznGnrxsvvt7bKzie8MnncbDNiM076XYolz584ZI3yvJ5EQgSBgLuZ4K7c04r/+byOeAXGV2bNSjnSjgwcPZY0q5iEgBMYB9Xv27I3WxczA0T6D4nxABnC6P6kqjhK9ezegI9HZelfCiPE9a7CAhKsBBxAgvIRBnUARQ9HoGEZ/MZw2c+MxjovVGIsy+aaFho4wpf0tYwMM4sksD+XQ+sCIwIUOdbd7M7Haws03w2qUgLYDobSXwjpy5Mgrd1qCuj5jU321Z6Xn5dMKpXDRgaf+aLNxWrRgfuj18NHjTNbl+zrTLYbpb6tBCGr6W+OaQBBwAWxjwTJCK+BG+PWHgAFW/Zszb36Ui/gXAJOKQ5Oz0AqgySx4GqvO5AjF4FTJjM1oSWsShxOewOvaxQIPj+E1+bHVGjVGDifj+hl/Ch4PAVHtigVBUdUsBtYkmrT+GnflKxtA+iwBHcjpq89PHz/prETiYegvJXnl4oVu5WpLU8tFebqUyxBRjvEmV301PqleQC7uiy/UzQot/ZFcPxwlDXS//cl3u+27dscyBEZm4LURL7C6xS+XLFuWOt1v27e977yb35XPwrU+3TaH+Mw9xUp3EuXtKPgNGzZ2Ql7ioM+HyryAbduUPTQkb9mqoIWpw7JOu3Jpg7ZTUHgtE6LoV8HSzWiiTnvSMoDwsb9djdbtXXl/UDccUV0qKtdrk7Z8V5LSWYesEoPGKhh7QX1LnQg7U1xnaEdmMxdy27YtiUua6SYkys3gD4/kzBiDpvssJc0oBFJDIUqrq7WxEcv3Ja5WGBTQ5EoAfXJ36tSZxOXEF7XdALHOFEsDip+Y5AGShJEmtNyRJSS9yHkjrE7Mqz8G6v0PPszSQsIAWJTHnQey6rdhaj7X2XVAAdyUwX30t/vQgbD4LPaDbhg+ycp1phWA2P3dOc1AhlXpHppZAjfQ9jcLtCVZo4cyWZcOO/O3WU27NFEkR48ciXVjt24z/DYDEZcVz7IUDW2NowmTWTNLtgCh7Z8oH5SFVzYOZiHNmTO7W7liZUDLePIcPF+s0TJBgZG1EVjoM6B1D76To2rs23fAB3Bqv+eApokCgIqXjAFAMz7cVytvADLhBZwmCNCZpS2hGzhR8p4xBnhAyELblSHFxXf4igXvexMsZtwBuucXLl4SVxuN9D08KBWujlFxv+sET/i3yJH2qxfNjB0alvgpF3pJxpISvXDmTFbooJF7eAg8HjRggeq7y+/oZp24MAvayKjgvuI/G4VI8xHbNinDonYGj9CNDVaklOEXytPREMBOOhw64j/9lUJ39tSp7v6dO93lK5djgcurZU3yxmDAwa++Slv0yWVS8drly93zF3b5mh+62gfWIgmGgF26wq9Pn3Zv2a+0rnoyngwJYG1S0ff4JldVYuUPYCl9r2wKTAb/S8wqwIk+X8cNH7dliVkbCBWkKm4t8PZbmDlB87IKxQRNtFe/tBIz2dNyKptjJpwPgwisQ89JRXCELMskyerVnSLAmBQD256eu04D+R7RdNrziORzwLPm4LEOaEcv37tPexIaqDmbbQb38998GQ1un0mCamAICAbEdAZcO8STMDKr0S5Cx48ezSBjKDPNQKtpb7tSQ1sDrW1cB7PABJ8baZLCy/1pe1UcmJ816p2AqZsAcF2aa40RWImEBPOqwzZxxocloq1A1d/K0S5bnDXmacxFSMWT1W+VhTxFIPn5579ODM86cmNEiLbt2BGrCYijoUkezC2/lTZnOQLFXJnYK9sfyDkAACAASURBVAaWsVGPfDmrMvRdErLLGEb4++XOFlc0vFWtbyELYQmgDKAIvD4ZU2VSbgbXZInJQK67cTGGBB6NvNyDJmjleZMwyma1c1+ldAG1wXrEqt9Yi48GH8Ry9ZlSMC5mm5UhiduWasl5HSonWCoPLYExpWT8WIfq9zn8Xq3u0o7+8LIYOXAGSOqWXiNPkuJA71vXr4deFLfnzOSLubrH34AfLxhfPE7ZWtnjdEdKRUjC8kmrhUyYLFq6NO2cnoT6x9ks2jgoy5JHVuDd397JESxHDx1MQroVPn4/dfJ46KDcjENvX6xWbbdjuw1oGEkmgAYGVne2AMRHm7dsSW4xa13oBUCy6o8ePJC0Jil2wBZPGGvySjbwP7dfaqBwkYUPixaVI3OjbmK85VP6JJuDBUrhN37Xbi9lt89/UMsSQGGMAj0Zuwy0TomzECAXt8R3U6cWF8KxldzXt8TqoqlndbLyz5w5m3xCzMWFQyhnvSjn7dklRmiyR/zLhhzWmLPwWKb+1nH3AgNaC4G8G3TWS3vRcgAOw+PaWDYONaptdcjXsWPHszuOeAkLl5WhbswAiIDhz3/ykxxbC+DauTzqchEM2lI8x7DR5gbNYHnZ4cigYwJuo+/S7qGhWJcEydZpLE2XCQ8x0RZ7ZAkYZIKj/ZgIjWOR1PxTYACIXOpieUaIpk/LJhRTZ5RcUIDh0hYuI+uExcASBjL/+T//pxqbLdattpjZp9C0J/Tr7e3WrhkIQF65erV79PhJN3fOnACissXwMlFTPQtAKGOBW798+bL8bjNh4GP8XYWxC9PjIfTxTmGxBvVf231n7AkagQ3gVdcfTcQVTf6glfFBowi2VCLJy48pkRIf5a5mMk6e5Qzn208IuJZZ33kJi8h51U4uYtsExX1yN93HdQZu2sEDmDN3XuSB9ad+/eOu4yt98awLOMs1Jk/KcRmTBspAU9tNxnDvxRUZDYBMOStXrw4P2FVIXFOsEJ9SyBZAOFteuMEEEeW/fdeuhFCc9+R5SxSFL1jCWmSVDqUhneqRTS2Wl7XdUtnS7/6JUfROA7BRsLHAo/hOuymltHPVQDYJ/sEPfpCzW+X07vviN91vfvXLAPrO3XuyussklKNY5HtGzqTC1d3rGRbFQrd5SckgMZFoo18TvPBCSIvywQs6gM5eeA+PAtWxrnijOzr7/AcGyxogLWOdwfUPEMWk4pfiZJhUkN42bYRDfIEQYu4Sa+wpQiMx9vqNxFcQSZD46NEj3eHDh7pFi5Z0c+fNjfV58eLl7szZs5lN03kMSOOKSxA4Sai3b9/J0Qf37t3v2su2Yo57pWEwvDaacMG4yrHqALheuHApz1rwz1JKrqbT/2qqBmaWNHs/Z/FM7MRcgAc3nJXItdE/cUsDCDABDMA0aOrluhogzE5AvQNITEZYWQWu4oIVN14bgRl6cgUxo3p8h2EAJkb1Uq8yxbVoeP0g3NKYCIZ4mkkZ9CeAwCT1Ty5Mrg6Kp50u6W9l0uiUhnIxIguvxPhGE69kybmslLK5sngyKwpd9f0VWNjstm7iof6lSxdngw6TVIDIQ6w9tMIHhJtF6m+WJtr5jE4ES0wQmBIkL7RRLsUGuNSNpwBw3pMNUM6iMYuMZqxSQslCc59xMR7o5Xm/AxrAanafVWaVjbilugEccBBS8M6d124WIhf9wb37sVq13cszlIY6jYPEdTJDERZAndi11TyAVX8YENaKL1yyNO3yHdd35cDq0DPj0d+fCTs5k8bG+KOV+oST1m3cmC0H7YcqU4DR4MgJM+o8DqBq4Ycxd44PC88pkTy/yxcvhK/ldnJvnaNjbOctWBgXftGy5bFS0c6k5KbNW3KctM1bTp06mRNMyYLvKeQCZmV7OgpQ2Gjt+g3dlcsXM7b6h2e8KEU8ARCNl7FHR56GfuJJ90R51gUyeAXfPH36PCcoeC48VAHS8y7vf1Cw1IhS12vrUqXpAJCsjAuMxF90SOebJZBWjvln1qyZWXlz8dLllMG9Ztl5BlMh/pGjx7vzNRaCgYuGL0LIJQVUFs4nFmjj1vv3OyAp3cXMmWcBrdU6gw8eVsI/TwIui3JwsIAtq9XFEjOIgMrWU2Zbs9rgrZlJn0EAFlaE6vnzaFjMJ+YjqZflRXAxFGu6rEgpB4WtWLGi8xKnaa532eaqNytRuCXOXuc+EyaMTNCBLtqwSNWLMYGhFRV20sFM7m2MY0d7SdcRgMlcfFAEXAqA+UIZgJm7yA0VXkBPwkfISsyzbHhgPAiSpWpxbetYAy0TcStXLI9CvHrtWsqTekPIgTc6AiJlsAa84xdtdc4KxWTFD4B1ESbAY+GB51gNFIT7/Y1uXkIsLCg8RrDwBUuHEjUjLGTh5Er3ljHj2k6PktE2vOQeShDYAhiWoZng0Hi40EBblV3Gqez8gz7t4lEQSCGAwue9UVBoTV7aRI+26Zv2encZA3Uba1bmjFllNY5yuKm8DJawiSt91xYusq3cWJ34hTWZMrJfQ1s2eSv3ops+3bh6NXmRQLwsQ5yX7631bhOKJg6BmfEig8qmoAEpPhHfZLUCbq1n9X3zjz/pTMwIx7CmKR2XnabwyZnTp5ONQCHydHhOxt/mvsaPLJBbfVy3fkNArWTLlEknQCm0BfDNF6AJWaBszJTjEbR8bWEWLIqV/LTslMU4cg/6jb18t2P7trFfjevzuGOWKjBgv3P5ruaH0bA0JeHNfxVI3T/2OeV4YZDJUybnjGvnbAMagsKSkfO2YcOG7tr16wEG97cO59lXm2tY4ldytAiBMszsEtS4XFkzWjQ3wWGiP36iHsngBXRu3/5tcisxLSbA0ITO7wAvAAj87eJ87VoGnba8e+duQNGGGpgXMLLgot1GRhIox8hmxg26HXIk9rJIWxaBWJsrwlD3DQR8QEKZhAyj2SFdIJ421U+gTlC5H2Yh1QPk0Ua/hSQIHSYv9CrbzukbRcTVS75h9tx0lEXZ4ai1B2ATLAnImUxzENqN6ykTwyuHFbdo4aLQyYIDFv2yZUvTFy6Q8In3WPN2janWH9fNpY8mitD4ytVrAY/meqE5K61cZcms/kRhVvfcb8BAeygP9LLMjyUhV1bs1jPoYUz0CZ0sgkArnoDyWNh55sb1YvFld/z72Q2pzJ6X+DEFZIIIPbXdMw/u3wvQowcUIQsmSvC23EYDlMPIeosC9r1Zau1isbJibaumXS5yArg9qw6fLYlk4UqoxxvoTnECSjP+0nxY08oy8y9WyC2/eO5slKZn8cnaDRu7TZu3ljzSupUgGhgPypCSMFkpZERWKIGzJ08kZ5MVjc421dj77rtR+PJuf/YP/5AcYnmlwN1eAjYCxmMsYP0U87dzEWBmcZ4+fjwpbhY7rFq1qjty6GCs9jLWJQ2P/EaWnzxJKpwOAHTpYQwfx76glXkQSgGt/O1FiXveyjNybrxc3ts9Pu/c8QcEy1ZRBrX1rMYMWCgAwD2/f2kYJvECCgDLQBCkR4/K5IVUFQxvkgI4uJersXvXjqz8UWZAWH3V9G5Ci/EjiK9M8qphgHi1YjBCGMIhVRMnJnZ6f/BBQghhPLld2XF6MFaWmCTtZft8qQqsl+x1WE+To1G5AyZ6MBKAX7xkcSxAzxmeXbv3RAs6JtcSSDG8WDpSf+r544RYe2hYjIVx0YuGF/9KX+uSQPsY+k5bXMCSSwkgtB0N0BAoAIjQpLqoLEfWjjgbi4c1HOvfjPsLYQHudFnuZ8WHemlsaULaAnxMhgEw5Xi3Jph3AGgxKwVi4YGJPRa7YLwYk3Sj1mZ9ZXkCYBd+YZ1a23/p8pVYZUBIGwCZ3/GMlzIIhu+1zaQBgfKZUmGtoAOLzXeZ+Y67W8Dd5BL6K197WUxoFEWFvwDas7JlW1EoI0kul0uJVgBN+MXgsjaNEyuWi84SZ73jfrKQGP7L4YAnegE5L669Z8cKt1gpXjZmU6ZND+jjfwqb62l3Ige9GVv3oYP+agjAFbbQbvxtpp4VdufW7QAbvt+0dVsmgngpQAtAimmiZZNpCphMUuYUMwPArLm6eFI79+5NyIlyAkSsPuNuM2KhGm2L/NiacHgk/bT5hxATi37vO+8lp1IdkubxE0/UzLtJKjyLnlu2bMn4Nk+KAtRul40vhH0oX/wlB9scCIOL7DR+Mj48NMqbh6dcL1f7jP47tr95UvobWZapMZWWT60R4ZKaoJ5GRfAw+MsAoPgg9zAucz3CgSDduHkzq2eUw2oyI4uZDPLkSZO7Xbt2dP0TJyWdBShi2AhcjY1iEPE734f56++I50Xo86o75RAOwqoMQjJ92tTEPLkKGDGbKNTJHSBqoLhgjooQ0/Scy7NmFRugAXiM7fsGHA56UqZt2UwKEXLMwpJaumxZhF0bgREmDOhU6wkT05C+a0KCuf3tftaL8VeOfidDoAIKQWLhcmnQEqiyNAmtetBVDBfNtdc9ieM+fdbNmT+/hAF6esLchJFLJTPAOl7CY/MKaSUmtLSHcABJLvz8efOym5Ojc/0tad07KxNA6xfAMmYNMNDTElZWxoWLl9K/QmOHgrEYSh6m9rOoWVbAydhzy5Rpllg/jEGz0pRhXIyZcShllniwcfV9A05K1d+eRyOhifT94YNM/PgO+LpYb4DBC7/wojznfcjKHO53VWZsB+OETtoHOAChNqOZvTxNxHnG6pUoqpxuaoZ7MK4n91Z/eV1oB1hiaToKI/HV5xlrvOh77QCagIzrbPaZXJko6rHlXD3CFv2Np/JuVICUSsSqFVZau2FDZ7u1eQvmRw6MPxdY2ylRysf5OmbdnQmPBvoivY684/VPvvvfdDvMovf0xAK1yTAlYFmwVULoIafY8lwGhPEgE/IrvbP6ASYe7Jv4mmfwe1vMYSy1yatco5lc/e1v78TreTXGNXumYdbXActxb6ShUhchNuD+VjFmaFalBvu+Td/TBITdRIsAMaRHcNalgaKlBJIxEoKKExJg8T974RnsT/7ZtxODdN/rOoum0B51NgL42/Pua997JyxNOFgKhDfgM2xnnd9mUAw2C0weJSFk7XmW9cgqSFvrsbnOGgeW4ilcC8nr8sxchFkKzpp16+KOEBQMKSak75ZVAkz91y7MA8T1Qb0tCZnCwEAsUkw4ZCnZWzMjpFaICMLT6rIDXOin74QKgAmLaD+hnza97JsofaTVyxVnAWkDoTOuLu4eJhZWEB4Bviw1becmY04voA2wLl2+3A2sWtWtW7smMWNlqENf9EkbfGaF2vm6bIaQql797q85s9/u/sd/92+7/+dv/rbb9+WX4alYTZnUK20g4PiAALEqCST6UbT6r15g4AKUQM7frCnjgJ88A3QBrPIApd/Qzt9RvKxbf8+cmXL8PjTdirKFUb7KZwmaQc6Km2cljokeFJOQCVrxOjIL/rxMUGgrXtJOyt9Y+ZvyUs6UyeXERJMvTmk0znIkASFlE0AcvJ9n5cyaiddeYKItS1esjAXIUjSZg/48IsqOa24yCc+YBffMUE3hEnLZuXtvUr9Yl2jmHZ9yf8nvz3/2WdL7TNZYzQPs9GfZipXZGd1+lniXXLhHytCK5cu6EydPRfbk8JoQxQ9OeJQqeOrkySj7GADBlwlFuT9/nn1h7WxEbidNKiEVMuhvF0+EG86TmNBn9VPBoqasTDby1IazwUv1JmqGxFi8SGHj/GfcYEloXdCexVhmmIuJiwAagOEwAkbmfgFKEyusC9+xrlyYst3vGe4o5mzWIeHE0Abl3Xf2xh2XC4moaQPArqkzNFC7MLWX39p9EYC63RlmxmBT+hxpMSXCTdDuvijHz7JkEF+ZBE2bPR/3Kmk2syIkgAxDGnBtdf43QSSUYjfie+piKegDMGSRYCSz7NIlGg20VZvlwmE8/casykEv9IlVPTIcgdAvf2M8Vm8sFitZ4oKbxOrppr1V4pDiWe51ATvukwvtWU9dTXAAlIQ24JojInoClFJJXPoIlFmrlIy+odHAqhUBW/mVVl5hXuAsC8LkjXslEANLfzuIjGXfYrbqa4rNZ678X3z/ezk62BI79FcPRauvhKUovnKuEevOc+gELCMc9VRPrn5bmscqpPxuXLsWWqMZ+ipLZoAxUTbaow1AwcexIKcUnvVZkncDmImTioIzCegZuY/GGTiipdghq4nVFUU9XFYo4S+vJxXYZ82Z243WBHttJl9RniMj2YFKWy1PzWTj7VsJN0w1g48fHj3J+ANJ2wPyhmwzZ8wpTC4uhSumCVwpdZZmvBzu9KT+bvc776Z9lMiRw4fjOgMx3gN6mEUXG/1X/+a/63786Y+6gwf2d2vXruvee/+D8HDbrWjNuvXZY8Cxz74zfsb2ypUr3bvvvNP9L//z/5QYqhisHfu54vgDna0UEi4wOy45XZ95ErxCl8mmBpRkg1WJpuQGFrncG0ypZ9IXPim8zw4YHS3elO+/7jVuN5wwatyz50NpOLDwMkA0D40v/5ELZhWI2ea79+5l9YrfML4gtPhemDBrk8fMUtWtnFh+gAShadIXL4e7D95/L8QxGQM8EKWBIGHyIjQuz7n83t4R1sBYwyytiVCzLs+dOx/G0R5ArI3iHQaENegi6GbmWQq+pzTUJX6FaZRrowzf+ax9BBPYahdQE8fEzFYr+J3wYgBArY8sOQF7QmIw9QFDez5gKZ5p1vaZdj7LaX1SWYAxocdwhEwfgKJ2sr60ASjqgzQilkABz3I6HoqFwYZHEoBXtos1AiDNimoLq5jiE45AV2CyauWKWOKpe3S0O3vuQveb33wRL2D79q2Z7JGw3jZCAbDAElAqo41Xe0/F1VMgDA47QwP3NsXDJdUebfEdAQFM6I5uJuVYfL73t8kFilobWcOeRRNWJXcTP+MNRxn4LaA+aVLqBbwu9xgDdVDmylaGepqH5XgKKXQ2F54yzdngzxO3lq3Awsdf+qkd6C/9yPeS0bnOxtGRv6x445HZ8Lt3Y6nhGWBn7Fp7I0dPS0qY2D5FASS1x7i7Vx/FHtXpOXVZNYaveVGbtm3LkcsUCuCSJoQPWdp488tf/zphBZOE9gZgEPCa8JYxJMfOHLcww2kCyvlq376kn+ET95tEZG0CzA8/+iiAD/Qunj+fWDvrVDv10X6bxsC4wRQ0Jh8UKPrjbTxZeKEYGH73N58I/+un1UbwyGe0ZIgxglzKV5b3r7P577hhVgzAZfVFXJlHj8K0Jmo0TCNap4CoBqUDNYdNAL6lUgABTIeBMKX30TqrLr5nsDAnTcNk/9kvftV99OH73ekzZwPQiICoDRCV5/J3++wef7uPQEhqlW5gsLVPehGh87uBmRaBKBtacEXjAlu77cjUrDYoSbdSIMyyAZZPf/T33be+/cfZBdr2c2I5GAo9LAcTO3IMqEEltDt37Y7FBuC4GE7CM9jcO+8YCcN7dylH+xqYE7TJvT0BYG5Gu49AhP41rYWwjL1YJimrujCsv94+1r1whZMKy67erBFWswsdCZWytIE1ZHWV+/Vl/4GDYWCAysUyhokv1TNQAE+byBnbFvd5/VOX31YPrOp+8IO/6P7qr/4qdbAqe3vLcQTG1XgaE3Q1xvrmM6sETUykoCeaWJpK0ZmUIniEGr2ArHKAB4AALMrWbsDKktZK1pUrHkdfXzwIf6MJHrDUUSI8IFfek6yBL0cttD6yNs0ks5gAqUsbzKaLxYV2dreqe5tqu6Rz4IamxsK5QQwJdZqZlzROaQkbmdCRI+k5/Eq5SS0TirCWXFv9bUlm4/9TJ45H+WqXizKXTkXxP715s9u2a1csOKEpM9+UuvrQ0Ca+UsnwC9nRvtCT1TZhQmf1mgPJ0J/8Cqc4VobRZMs3wMf7EldVrmfRABYkHj1pUr4v4Z6hjN2EuouRbAZx+HNnzyVsoA48oF2RleqNGUvgOjPLhoX8nmWCiMyT369zjduyPH7iVGawbYRhplNMg6XH9cRYYnfMb52ldcXYNAqDAE4XDYiwmMpL57z7rn1GNB23UoGGAWwW3puBlvwsRoZA7hv7ap1vdSFWK1fZXE3MT7Dcw7JUjzIAs3u1FzNhSHFXIEV43MMtwSAE17t2+x6AYU7a9tjRowF695ilUw/mxSxFAG9GIK3jxmQsBNeTpyW2C1xYRwYZA7B0Y73UsAO6Llq8JK4SYRPoJsSYT3sIFrADctql316C/oBRmfrp3ffa0O5p1g/gY0Hpm/Z7JyQsCQnLaCNtinI4d+ZM7mEBGi+HUEluN1O9atWKgKX6lOFSr1e7jNE/9vK7tKI1a9dliSshMw7Gi/ACbAoNbY0XehEC32kfWvjO36w2BobvxOnQiEJTnpleYYHwSnXP8If+A14LI9BHH6RVGS9uO0BQLy+DZahNdkk3PvpqLboYo5APplO+lUP+8LuXdqnLfRlvclFj1/rpGfTH6yxOngVZ8KzTF42JWW0AaXOLVi5FbN04c0tcW9yRApEof/tGWcpIeQJ3feHu4injcubUqSgDuxLps3CRC51t0qJNNrXGC9poxyGhJXmWkvLNfrsP/dCH1WgewnZvvl+1aiBGEksQv4j5418Kg7KT9qcfaK5O3wn9UHZT6ngvW17WnqMLOWNFyvHl+eon+dF2eb22dWQgkT00djW3feOGP+DpjmKGGJKLTasDRYOnU4SlDG6b+Cm5a75jAktZ0QGaAxG9DDIG9kIc7+7xUt71a9cz82rwaX6xzw8+eD+xUKCMkZrwNUbxnTrHgmnqjRVaZvGkKZl48kwDQp9ZktxnRAZEcWlfvozrCfhtJHH71u20k7CiwfLlK5InZisvFgPQFNcyOBiCZudSSQgWY6JFMRKwdfmd66P/lIp6WXKsGYKZ7+Na2PjWqXwzMnMI3NHA857xLEsdSLL0TCyol/BZ8mYHG27i5Jz7Y+/ECXEFjQGQ7J1YdvRmCQsZGB/9B1LGpVlw+mUshSDUC2wBunZiXECVY1HvD3Z79ux6xaD6isbtMkbtlQnDLJktPNPG0PeyFdasXdOdOnU6fKYeKAAE8QiQMmZAShqV+tEGXwIigqYPxhb9gQ4e9t5CHujlADntMzZoSEkTZuVoj9fCxYtDC+PT6A10KSVtBR4UFZqwEClPE3JW1gAkl+e0S6pPA06pR0ALndFU7Fu9+N692qldYp/K5k4LLxw5sD+TNgnhsFD7JibHEThr08DatVFWrDa7DGmT2XvjpI8ACM1smgwUAZvsCt6ReKPx95s24DOWqLXf6PX8aVmCmt2sanqexRZoKBfZip9s6qI+x+XeKrFWVj3Z1B+4gS5isZSWeuxEJGyFrjwvlnRm1x+XzY15DBYSoJNxJv823VGn8oC4Z/wmVi4tzX4T0pTItfZZiUcW1q9b09hx3O/jtix/9OmPw0QEGcMgps7qZNRYBKLFCVkTxYpoAGgANdqAYyqCSigbWLpP5wkELQDIzEQTBN/ZGWdgYKB79509iY1i+rEC6DOmdjVB9J1yXXNmz4mAWSKpHoPmQkzAR/jK83L7ykSR+wic2UT5g0CCoHIhAAiGZxWyEvTXvp6ERgxGagWhA0a0r/7oszqUq9/6SSjQklBgfAPtt6Jxy8yfPD/WIeuW1aatQIDQY5zGfCwGQDmtbl5rrFjzfld267O6RkdHKkAPxeI2O06w1Kt93FP1oD0B1m5AKoWKJ2GW1FGmJpTcR/i0BSCwvL7x4QeJDYfIY/5RThRanXHOjvgvyv6mrKysjTb7XPsGBGyOwZtRB7DWD21kKWozYTZZUYSu/NbiVIRILmPGqKcn/CSMoAz0cxqn/gF9CkpZyvZbyQ8osS609MK7eMq4im8rB83s7sT6w3MBPO5e1rXb4RtoD0bpJ4ezhhLwGbnQb3yuXDKhDG63csyIo2tRcJPynbXZFgyk3Y8eZfY9qUEJ0Szo1m/cmP7oi70l0cnRwyxB406xszQBkbJ37CyKTQiMyy0Mpv+HDxyI8rdy6HndTs068cU24rBhx+zZURThxRcMHOGISVm4Ic8YEEoDOnzoYBZjAEtKHo+kT3UJMItQn60X9zyes2M965mMUIK+B3Lkixx5kV2TixcvXso4wCLj48wvubtS1JTrwqcu8yhChxs3rM/fb/LPuGOWGKxdmKMA0tiJlOZqFXByL0bwLSbQOR3ReZ8xZOtIEyB/N6DjPrDcEAAw0rZ/+7d/FxDauXN7yrhw8WKEOMJXwa+V5TtXAfPSBuvIAZN6CKO8QAPV3F35XrTgs2d9SZ3BZNrKcjBgJnoCkFImli3PagduhrQhLmPXmVRYGoYguKw77WD9AC2WGUZobfJbOQKiHM6mn77zas9GqF+8iKsDdLWfheodwwFH7wBWvyRKt2dZNcYATQgf64r7JYXErOTjZw8LKDs1s78/+XjuNQFF8I2bMdMGF3pgVqCpPrO9hM8zQg3iudwcY2UZq79ZWG2c9QvDaweBZQnoB3r4DU+gj8/Gx/fSzCiQ7/2LP+1+8tOflZVRNTkbPYGh/qpTm5QBVNGfYjNZRRlSVuhEyRkP7iTAI+jKWb9hQ8pWjvZSMOpHP+VS8qwez7oAFWseyLmPTABHrjeFtm7jpvTNdmZAC00pVF4GmmmLy1LJSZPLGdhT5syJFaw+FiTvzThRgiwmCu/82TMBOnLEyjPjffr4sbTFjLRxBFrKB+5iscZSe1iPnmOdaXsDLeu4jeuJ48cylsbEOnghIOeje14mRTbVmD07cV+xDcBnAsc440kgK0bMc2JZkivLHtGXNaxNvjO+vvO8cIdUPHTVdvcYbxYpowzvGSNK1XPGB3AuXbokm/OgPXoJSXlO28ND1XDCf2QW35FBZTR+zgC8wT/jBktMmAsI1Wl6lbdJG78TLt9hHIMhBud7nzGfTgKfxtTK0/j23j7rDIZF4ELc6yEAi+4v//IvkzBthtzAN+Krm9C6vCurvZjkwgcE0AABYs8StCTLP3iQdhlwYfddfAAAIABJREFU97CUo/Vr+ECZfX0Ts+VVNNukSdUC5JI+zMACOqt99K0A6f0IK4vCwOsTJsbw6tY2s4YShrUXk+izkAOBbiCnblbe8uXLQ1/9FZfByMUSetzZBkygnoulDAyEYVwsE7lnNCtAI7hSQTwrvGCshicOd1MmTk1airZ4Xp3oo79oxjUqjFzAEwAZW/3FpOJPAGX+9OlhXNkQFJG+YhMTfPqsPiApZuzlHvUo2xWeMoZ2lBp2hMDkxJ1MLn30jQ+6s4sWdadOn67jJFvBks7X+3dyzQElS1Lb5dFqH77jCdmfk9Wv3hd1IoGLevbM6XKGEoCsoB1F+uhR+qjtrC2A6RKj76spV34DvMaWp8CFT0wwVtCk9DkTP9mNvhgRclvFOdNnYzOphKoADo8EbYEqZehZEz5CKpa3AurzZ8506zdtSr4jQLNxse8zQZNz518GwFYMrE4skXWOFj/+u7/N0ke7TO07drRbv359eAXv23ZO/BGIDqxdFxpdvXghG3ngC9YrvgDAQgxkjmWvr9t2DFSZmJgVa2R908YN3aHDRwKMXGW8iaZ400z6kYMHsikH9x8w4h/1kEF4AfgaP6MFGfI7nrJ6B09YqeM+k8lkR9kpQ5hoxDLfYpQNj5QtD+FVk40Q/w3+GTdYjp3ZDDD9HkJrKEb3W5vh9rfOEijE00i/e/m+EaK1F9PpqFe75DJ6/tq1q5mFRRQWDYJt3rSpO3b8eITQM+359myIFgtlOM8SGELpJfhrBRFBagKP4QPs/SVu2b5Xrov28mwEoyaxs6SkuhCUFjIAxu61CQdwwHx+F9dp7qoy/a4OFkDyWKtFiS5ALQL98mU2VGUN+JtmZXEANGUBSgwLCBsNtJWwYQxAjfkCUmJ7c+aE7u71nf42F8XfI3UDXO0TJw0jjo5mFtMKDAzLwgWeJ0+eCGgbC0ns6jMxxhI5f/58t3nThm7xFCuGSl1Pnj6Ll4DBb9y4mV2j0raaDoYWaXedbTZeaGGFUeGXrlu5ckV2tLKtnmM3iotWNnHAX9qnnAkT+jMG2kkpNBfeWKEhms2oVn57BkjpC0Dwnc9eFANr3PgCdhe+8Zt2oSFru/VFjDTbn3HTa+I/mrhKIru9GstyQylELvFDNFe+9svLFUO2p4CJGkBpF3J1njh6JIDnOfU274Qy1m68g+fUwYLjFcqv1IY/+2//Zfjol7/4eZ47fOhQ6tQ3K2vwof40GTObDkh5Vy512ZWfciSTQM7v1pRrOzlXt4nCX/3yl6G75+xAj99ZqDt3cfunBihNkN27V2K/aGlcTBozlISz8B+FCKCVyZUnX9IUGRXZVcw+DrNmxcJVPzp68UpY5ERBGMueq8I4rzYPTo/G/8+4Y5a//vyLEDFAV0EQYwcc624yDSzbdwV4SnyhWZR+K8+VuCGhbS8DDYy8A4P2zsryN6YHGD4LVn/yyT+Lxeg7ZbhYXKyYBgbelUloCAkiagtL0eC078Og0hhyDrV1yWW9O/PfxSqRJ4gRWLiWdFmHS/j0U4oELWbVC9ePZaP9GIklyMrxnboxsc/FTS308D1G8QwG8SJ0nlu/cVMBjZ6e1OMge/3UF8xACLTfhb7KSIzNDG5O/CvWprgXoGdVOsDMlmCYXjniJfoB8NCMsPob82FuM+GnTpx4VSe30hI99bECuFOsIsLDxQXSixctihtufEyssTIcbUqobOQs9skiNz7GImM2ZnWY74xDJgljaXW5d97cOXH/5PROm1qsdkoLTSkNbeId6BeQ9G5cuYeEpe2A5HtuYwNHSgjtmgIFfniGI0cp4btmleA/Y9s8gLisNv8Vrmg7RFXrXwy38Y4+aiPPBWAIqYklGidWZItDojsAk+dovbaNhvHLmZMnwl/OW8IfbbwjH9V9Ng6scsc8cGEvnD2T3Yuk7dhf0m+sZFaosXtw7163as2aMtNdLb/wwP176Qt5BUY28LWhsL5LYOfWo5fL/WiV8b91M/VKffLc0qXLYpGbN3CfcQecQiM3r99IqEd70F1/gD06mF/grbnwbJncKfnHAfV4sWXCyD4SYpfKoFC1K3wd2R3Osms0RieGn01f3vQaN1hKOI7Wrxahivwdi5L5+3spQJgKAHg15vO5AOXrIwN0SgfaCzF9177XYUIj2Os7gx8Loh6TuXXLlqwvJ3DuzasCJ0YmJHFre3vDDNpL27pPe1zq5t6qWz9oUaAIgHzndwKfgHZNB/K3dIi97+ztfvbZZ2WQnz7NGmpgQONxi2fPmR1wUJ/LOwFRNiAmzJiDVac9BpSQiuFQDjt27i4uybOn2XZM/+2FGGuyb2JmRFNWjrstR0ioQ99ZLcABEgJJkkyom8WvPveqG4CjK8t96EXZ7owgUSbqPHTwYNxDs91mSwGvvDyCQEBMxj19UhL3CQi3b9nSJVmWNnjfgWH9WTeeJPVJk+MSAkpjO5YvCkAWrwOvhI+iDMr2bv5GI4LmzPkJPb3Z1ONxrCnxUjOmYsVlK7HCS/Y4fBJwUqawQvrtfBrudM1lxaeWlhoglqF6fIc+TWFzB4EyelFkxqoBFssU/YAc/mH1onvaUM/jkbSOnygi9VoaKQwQnpjUn/HBg8rVRs+jj0wLM9Iss73vvRdrUT8Apvgm4Nb2SZOnJO/TLkMsSpbpzj170y75j/IUM6ONXx4/jqIwYeNefOSlPRSIjX7tbaD90oKEN86ePhX5kR1i8ka9LEEGAetX3BGwSVP6+FvfCo3Q2D1ffP55JoyWLluaEJSkdDxOIZIzFiPaWDhinBgiLrImrYhCtvVesyLxyqKFC7KU1uYaFptQ0OiCZsbHPcWwMKxFIXtfvKic85MKxvnP+MHyi30lnlQBKeXHIilAGaau8UgNpRkRHrP5/Fog2ox5Cbo2cGwWpb8xicu7F8J5x7A0EOY04GfPnMnqAma1tB4XQgADVyOY5zGyshHQ9xjA4BAIv/stAFljfQYIwxI8AegClnPSF22RGPvJdz7pzp49l8kKQgo83QuglUlAMZgDmNTHkrCBgr5iijZja3ABNNAhHMXSeZndZtasXRvhwySYzkSN58W8JmR5ZtGs3F+WHhBFPUpBG+QHsmQIGbcaDUOnHvEd6SoljYZrjTaY30oUNLTqBz2FFNAGQJpZRj/KhXXEsgWoFy6cD8CzCIw5eq4eGMgpmnLd7HtonPDE4IPB7vKly2FifxtP717a7PLuey/1tRNEM741Lus7dc3Ncku5oCXebLZTX0q2RoldGkt0U65nuHhlTKaUMa2rR/QbUMaTmFh2pteXtKEuz9M+fVem37QRaGUfzevXA6bN7QeY7vGS04nf9AHYShvSBpartknkNpkjXusCzMZIFsSJo0fThj3vvhde5nLbicquU/iiyQordMfuPWmb9r3z7vuZiRZL3bBpU8BGHfgM6NvMw8QdaxTAWbZpD80tSR5/FvDjJchzphCt5mE5/+Jnn722rHOq450kvVuJtnHLlu7jb34rdDYWaGDilFxoHxqbAALG5Fg7gaxQlbJdeAE4+o3s4jd0M3a8CXxsTJYtXRr6MzyWLlnSnTt/IbTGc35XTni5yhx6oxWQfdPrDcDyyzRWRRrdGBwQetH07UV4fEYcLg9hNStVgq0ljkmbKEfjAYd3DKX8dvndqzECQnnOwCMqy8Q+edae2jkdyJS5rxJERywvDIoZtZmwaK+yaCIWIKDXVvewpjwDlIEYJuK+aZ9ntMVnmwXkUK+6bZVVOJ63K48BAsSA0r3+9iLAhISlpyxxHi4rl1a5LEwmhme4HCtWrkrbgZXgO42tDvd6HsOwQtzvFWumzsiqIxZMEt1fpH+v2+JcmhLoRhMAx3LgRrFE2mYELCrIC8TdB0S4ihmhOjOJmbXHlm3ic0CmxVe5jdwdm2iwcgmEcs6cPZdlsfrqb/RHH+/G2xg1sPSdzTcaWLpfo8xucr2ljhAUtN2wfl3CBcYNbxSwlAqlzBKeoDTQxcobgIePQsPq3Rh7liFeYvWoD91KvcIc4u59+V2ZoaPx7e/vrly8mLKMUSHSa4WvDvfGIrW5sTQpvF7lKZMb4f0J3Yu627mZcP2/fKEsRbRKB11s+4cX5GfiA/0xNlJ8tu7YGZfXOnjbocnUkEcKiCh84RntJyfZ3Dee35QclSsm6sxvXlyjkQUUYoX4z1izEFmhfmeZijlK9GftCd2QRwobmD8feh45MP4H9+/P2HL3gS+M0A9yB2B9xzCxObBYrVl2daA9L4tc4hH996x++7xmzUD4AHaQk5s3b+V3fGTM0Hjsy5hZ/eYYlDe9xj3BA2DapREa7jvM5V0D7PFoIMp0Pe07koPodcQl4IpBCwgWC8JviOL1j13lXkNbdhQCwgjoe4z0xW8+j5u9bevmBOKBXHNx3MMlNshjy2n1mMlu9StXv5pQ6B9rUR1ikLScUw71dU89/pPGE+ymNQW+jx45HLq0UIF6lE94m7D7zmcuurKUy7XlKrDuWHYEf9269QFKQA+AxWgKUBYrJwI55igKVgimVab+EqY++z9KpZDTKWYqHjk8nA1jMRCa2I0G42kPLd8uQi31Rv/d66RBs66DNeldmaNyDR8/jlWlfO02NiwXikJq19KlkrkxftmjEs1ZCfjGmIsfjR0bdbUL7QiEdBzvzRKnMO0CYqxs2KJONHX/4sULuz//8+9laezBgwfjKlIC2uMedaOPfmkvUCT8aIB+wMQkmAtomvxSP3qjHzq70Ce8YyEBS5gi7u15FVJRhrLkjbpi6dd15foyNFQ27aAopVFZqy5zwYW26GNZIytz5uzZCQGhDdeVUlSuPMaL585l8gMNN2zekn4AF5tmmIG2/Zq2ohUFom4yCJA8YwMXcVEgieeFmmwCjB4UPoOARSm3k6LRpvS9HkTnsxVDzhMSe0UzPFdOD7gX3jYp896H30gO58F9X2Zj6Y2btyRcIBbrMoYmlRqQe9dOCs9v+F9ur4vxYux4bBTA5StXklvpmBp/C8nYX9QY62/hl1JHw4IU9Ib/jNuyPHnqdAYQqIgBejmEjNZgofney0FlLYCuoaWxJVYQ5hqzKxAGBGaI4WoC7PNYAfK5/aY8R2USAIBgYPz+rW/9UTSTnZTd04S8gYp7WnuUry1+w0T6os0ED7DF5E+s5Ek3yaFS1ZITyxM72bx5SzYPoCCk/9CqBoGlJy5ESFgKBk7/aE/M78IEBhqgYkL90C60I7g+A0qWAJfe7yxp5RTN2pt+Exj1KptV0/obxhqzBJLG1kf9dy8rgzBqq+8JNZCglVk5wFk9jd6hz6xZiVPR7kBRjEwKjf6pT9/0GfixxNEPaBMk7+J4VlrEnOm6bmDAOuZJASntai91tauNlbZ4FtC5z7ip04tXQKGxUIGHtksRA35iV+oIUPQA1ceZcWYtsnjL+uAiUKxLYCanVH3G0ssYooOyvftNmWjt8p0xoMxYzgQ733dlYskYckGN1cC69TE2tQetgIry9UmiNwVjxp1gU0rMA/VJ88Ivxh+AsR7xkBMa7dYjLGNMNm/bnraYuVcmC43FxqVWj3EwzkJDAIp1hrfkhJqoEYPEy/atRD/8aA34r37xs+7syZNZicRt1yc0MD7Kk/rGlUcHs+nvvPtueMDfJjvbrDmvCb/bAEb78Ozd27ejZHg1xs4lhos/tY98GgdAybug0Jns+M3L73jAOKCP3akYMMr3EiLCN8ZLTBjvuJdXIiz0pte4LUvEcxWGqdttTeS+tvXFGKm4UoRGJxFU4wR/vdMUo3XjWmXpkKvd557WUZ/HXu7RWb+35GzgYvAI54mTp7sPP3gvMQsatBHa/a0s7176YHAwYSF8abfvCKHfXWaAG0gph3XC3UZ8jDM6WlxdGvhcXaqlTBrS/YLj2qGd2khQ/a1O9NEWrgfQAYhiK2IwrFQ5cfrrOW3wrMu7ugkRmmiz57VZnXGd7Rw0Y0b+NusNBAjnwxobsrEDAXaPcSU0/tY2ZXNVCJf2KNPEAYudAJgcs4kzrW4m2RZ0Acxq0UbYJ5mEKTFCO89wk7n2sd6mWd7ZGy9A+z2LDo2R1eflO1c+x+0uIOk796b8nHUz2r2saVaERR8IjGRvQg+ArU1GR7E9ilEbeT8TJhT2B/zGSCoS3uLSCiloAyEndGhozNDRlRllfaxWKlA0BixBcWIKAsguW7kqmQd4Rlkvel/vQ8mqR8ND+78KoMnimFV32gGoDUTUsXT58u7wgf0BfBtQ7P/yi7jrAcrtO+IxnDp+PJ5C20Rbe9DYPRShc7sllqMpQ4Or62xwGy8fO+Yws7KuGn/+xx/+790d2/LNmNEtd9zEvbsJXei7pZdWEF2+cD58KNH+X//b/yFWr3Qi/IMn7coF6MTd0c7kEFrKGVU3hY0m+unipQgJ4T1j6ELvpkTF1429flFQViBR8kJAZMTYU3rwB1+BF2PtfrzHqxLbF775Ote4LUubbap0Un85nAxBWWMa0SwIf+uYDnlpsIan8Y5HfVnikgarCUoTlrHC4fexr9axdo/yMK86gK/8vzNnznRTp05PIuzNW7cyWOX3sqGGMpTpwrgGT1u1A/FMvEiSVjYAQ3gMb4BoM9pceR99/HFyCM0I0360nVk7+/ixFgmcYD+3jHJg+SpbuZiAsMobE9cjsI73NdDoSQtjAAxiWyuB9xJ7exmXWNuVYzZc29FDm4wBxjPTLGak7WEy8b5KJ9uF6Q/Nrk/NxXafMjFSaPHyRdy6ckxCCXW0cTT+3EbPiEmZoLAuXmI/muq/PikbeADKbHk3eXLcO4pVqAYOfvnVgSiEjGmdxFN/G7M2TvoJXP3m8rvxevHyRZkIyQx/sRjQESgStEyG5TyiZ0lBIZz2rURjk2XoTUkYPwqIcLOKJV5HAT/iAheayIF0f+NV7UBnK6TQgyWkXMCAx2ymy/qaPW9elvCx5gr4FQuMReV3iunm9esZL3UYG0AL3ICG+l71OYnak7NG3eSUs8TVw33GI8bfOFJwLCf0AkLxcKp3QsHiDQpW+AhQRkncuBG+FAJy4Jglj5aBctVZgBSp8o0xa9Ukn1glRWATjt173gk/6jv32xgBzZMnTiQmbywoWfUJFbD2YAY6W+JoksoMPL5sye7oDQi1X7+oTn1Sh5V0xgudGCfNSgxY1olBXhS5MNHjnmBVzWAoJ86+DiuGyOP4Z9xgeeXKtWgFcSNCU16vZ71ZleJPCKVz5UzvEmfDRBHIqq11ugl6A0BEaC/tbp/be/tubJ+kUwA9wmE/v0OHDnV79uzpVq5YkZ1ItGXspSwAhwmLEJYJBcyDqK0u7TMYLoxnWzoED1i89VYAkbveZ3/GCV0ERtKs3zGuQ9FoV8LoYjUKdmMGIMNipf213TMGVuzSrKfvADFN3ixk1h/6AQM09hnzaicG1hdA7Hu0sCZW8F9ZBEAg3gU4uaMsSxf6NABgHbgfV9L+2oehCQrGJTTq8w540Ec7Mbw2eLHk9IegK5tScAldADj0BZaWnZrkUbfv2uoe97b2KE9ZgJJ1oF3uxUvCIWWFT1G+hAQoG0eADQC8+x7ttIulbjwsZGAZ6xPekyuLJwCevg4n0+FFJkeAPvoBOnQDNvqFDmglhskaQ3vtxo8AyqotEzjuA6ayCowHZaVfysMLxSUfTFiDMvY9gJJHC7i1P6uBEtJ5EjBVv+WN8xYuynOAmBuPx/BELMbZs8NT+EH70RGwKw+YCSPhExkkJhnFqv3GbeY9XLl0KW68cCu+F0u1MIC1bgzM9Mv93bJ1W1arKcvOYBLJxUuFfqxik9e5ZcvWbuPGTfHKLGKwW9WBfV8GBBkOLEs8hIe1AS2NCy8OD6rfuLoXPd1HDihc/ZJxMW/enIwxDyayUc+QypHcCQ+W8Aq+xk/K8OybXuMGS+d3u1gOKlMpsGiut1U7rBEgiXEMqoYjQJhwuFibnhe8QnREce/Yy/djXw1Mvft+7KUdoVoObyqbqz56/KT7oz/6KK6f+FV7rrS5L8KD2IjlO+3EwISKQLNMDAqXgFZzr99ZijSZ3zMhU61nDC+WRyCAG+sJkCgPaIiPAUOaVULvps2bwxwPBsuGHoTExb2nCVkNyleGujESN0x70RE9gZ6ypapgtgBD3YXeLuXa7T4vlgpGp7FZSlw/5fiMdm2c9LnE/Z5lOWmJBZdNVfW70UtbYj2MlmVpBKXNVCoP6OgzgRIDi5KpVhxmdbREUQIvoV/qBzzGNuNZQz2Ew9/alcmRqmDxVBMKYytOSJm5zzihhfIBI5AEhvouCVrMDMCtXj2QZ7jfFhgA48azbbwpQyCKPjNnvR33V6aArdZyRnhcbpvtvhVLW30UpvFEW5Ynq0kOo3xEfCI2CoxMqmgra9/1ltVZT57kCIlL5852CxYvCRhL49FffBMenTo12+LhCRNuF8+fK+lG9+5lDIAaQEdL/MFqbZOdzjn68BvkYigbW2iLVDA0pvzMTB/evz+z4jYb1n5lFGBeGP7GN0tXrEif3nn3vewM9Muf/zyAu33Hzu7Tv/+7eFW8iunTpifUwsv6j//HDwPmrG+hhMhMf3938uiRbvuuXfmNcqAsjKN64Qram3ACwFYA8QAajzBGfN64aWPi004YbWOHpsWLm55JKilrYp7ZkKbH8c89WWUY4r/BP28MlgbCwHkRIC5mGLqn5E1iOgMcF3ToReKVQEiMhzBaduR/jO6FIF7KHfv6r/WhAaDntIGVwJojCISHi7t1y6ZyYmBbc1z3yVQHoiJ0EbaSDE4gCZf26w+hY8XRauoJsCSNoaROKAegGUwMgeH02wUcPcOCLDmO/Ylf+h6zSr8o9CnHRohbASTfE2rCztXVNy4+QXpFr5zXPTfxRtaENjSrt4xHOcqXdaUMCo11o70YiCBTBNqnnwDV9/FzJnTdk4cPI7QsSFu7id0BSEKHzoARTcQs1aE/LuUCaXRUHzqisXrV4zOBBZYlD7JMerEUG80pGEC7ds3qbs1qKSFmQkdSt5lmNHCv+v2G3j43sDWuJjj0j8Xl+/KdvMmyQbDfLc20ysPZ8nJTWXnqTnlc+Zy9LsG/bGxCiPWNpaxMFhwAJbzqaik8LCo0sr8kDyIAIPaW+OtoOee9rzeWWuOVGTNnpV7gBxwXL1ueyR7n8Fj1Y/IE/YylMdMOYwAobZyhPcYK+LEe0ZvLaiKPwrOd2vsffhhLUHwZoKtbW/EsnpdeZG9M5awYGMjz4tR2LHIWEGvV+AMxvELJyKvF9xS32LxMEcoFkJs02v/VvsRibSwTxf/0abaCY1Rpv9MjjQ1QVj4zSDwRnxgL4xwLPGle5Uhq7fZyj36z/J0/LvyE//A/GWvyXSagZ2V3IkBpEo6x1pRvGPcN/nljsNTQIpQlTaikcxSLrzFz61RiS2a0KtNjmvxXXarRuji+tddAu7y3VwOJ9n17D4DVe1lkRfBLAJibtW7d2mwJZ0mcMrQbsBEAz/rOu+8BPyuHldQEl8BoAwA2EISTVUmw3GNAgXIRtOmvwITwljb2lDXULL1JkxK7EQtSpnpcylGG2UiMIVGX29TqdvCZfnkVRVCWTXoOUOqDtmMc5RoXgsICaExltpub63fPKRvdJzsed7js2EJIuJPiRsoCsNqEVmVSbjSg4nRAGrqUMRrAxuDcS7RsbWRVFgAvm7pqo/ofZ2cg7u9It27dmqT5WIVjZ/S1a9d0mzdt7DauX5fVFfDFc+J6nkUDEpXjMeoaeW1l0RkXyg3tvPuOdWMs0EG/9U/9hIkluWD+/AA+C9JaddYpxeRvNDQxxgJBY8+y2ghhmxlHY6BpwqTRFfADT7QrQF/+BqYP7t1PH1hV3HR9U7a9LWfPm59dfqzDvn7lcma4gZCGcOsbWKuPdWt54ttz5wWM1QcUARA5QBMTMMZIAjswktpmR3WKAj2AuHQ4G3h7Psp+9uyUIVdyMFsSDsWK1E8gaXy9Fyv0YsIh7TehAjykbH06dfJ493DwQVYaSUtyvjwQ1U5WoolFY+VCM3FPMVvGgvZoH/nCT4CWAjKmvsPjFIN3R1GQLXWuWLG8O3v2fHfnTskGMM4syrffLvuz8q7GpqmFn9KC8f8z7tnw5gEX4S0uNEYeGSEIXO9SaYtVIlxeXPLhAk4NKN05tjydJRAu5ftscDChv31u35Vayn2+d/lN4mySWq9dC3P8/Y9+XAP6b0Xo3YPw2jSWUD63+gGnzylXe8a0Sdih60xg2YJLEnkX5rIxgjIwAWZq7qO2m3gSi5QCRHgwszYAi+XLV6btnimu970wECDFCDSy+8VtCBamUCbGpCG5c4TH9+5zjzpa/Il1h2EwFjBrAk3wzXD6juD39Jet/IGLceJGN3qwJmJV9vQGeICuPQTVyxoxSYCR1auuNuYElptkgsoE0JYtVn086k6fOdMdP3Gi+7M//ZNYA8ZkxvQZr1JulEvrq2fG9Gmha1Fu5VhgM+BikwARQGonq7tZmtpBeTVrU3soOhfLvY0toT13/nzAUfs8J55GWaEjGjmQDKCw5PDV8SNH0h+hBJcEcZaX8UqGwOD9jIm+q9dWatJ2gMTFc2czTmV87uT5WFN1gYRE/7nzF2RzXQCELlxzbXGxqvGEnEll4Jlm2eNVdDMOQObIgQPd9t27E/MTgmCR4oWTx49nc19ADjRfvBgML9777W9DG+1hjaIRULG7ke+UKa8RyLMKlUMZCg2IsRsfSew2EAaA6Lxu/YaOmy6/8v/+v/7PWNSWX4qFOkTPiZUBwKSYTY6lr8/6SJbIiM+AmWwYQ79TwCxhNFaPnYf037vljp4lw4BV+fho7BUDv4bsxn4/3s9linEcd2uElwa5VFxeBLHMSrNCMEph2qLRCSAN4WaTJQbDFXc8n8o/iJHvx7yrqxHA717+9t7KGVNEmBWDARgbBvzDjz8NY/jO/QRsbBmtPxGQ4XIsLFfC901jAYEC2iV2n8nOAAAgAElEQVROy/Q3k2ngXJnhrxs1YDaX1B9rcBctWhzrpNz3MoF47bBprllvgOdvs4UtTgmgpLpoB6Yu1mwBQVrfkkl7GHpWG7mtGAuAEFz9a4ojllC1PrWBduV+ARRWpboIxNDQ81ij7sFkxhDIAi7l+b1dGNVspHZjZGDlPkLuIlCUiUsK1YXz5yN8NP+2rVu7jRs2xB1HY2VTQvrh5dlWBgDQ96YQ1UuI9JP1x7KmoMyYAgWpJMZdnwOe9UA8vKetyi97jlpr/CSbSCjL/Tm2dcXK8C2B97vwibqVlRjb5EndilUDUXSU3e2bTuNcEXfyzKmTsVYBkbFHk9Vr1yVv0nf6SSa0AxB7D09WoHs4eL87f+Z0+o6/1deUrudijQ4OxuoSCli0ZGm8NW1v7idLlAX53T/9s9BIvi+lwFpzTC2AkhZlbPWJ5cl65nngCdYrJRzQnVOO08AfmTiqxypLiDfxKG3IZI62Uc7arB7pTWKXe995N7woQwSosuTRVdnJ+xTjj/FQwlI2lAb+6IJ3vWtPk3WEYeVrd1MmvsNDjh/B/55xP7oV4BejFvt/llASOjHWXO79OtcbWJavXW0AQelR2sPDQNR7YUrA4mVQgGhbOsdKEy/wHeZpDddBjceY7bO/c0+z8mrP2neNMN7bZ7eoFxC4zyAaIIMyMLA6M5XuaULqs/swLUAE5n7zIpgGNi5BTbcweMo3MLQpa8PfrArWmLJYUzQfTc4t4taZhX0wOCPrxmnALVu2xCVHH/VgMjOSmFJ5mFBMDXiawHlwqiwtQxvBe6EEdaEXoQS0aKCt3sWTshrn3t3kC3KPWl8w2mh/obU2A7m40Yn1Fpc8fempuxRlkwtxzqIM0QzDaidlAczQI2XV/FX0Qxv8yE0CcNLOJPzjBXEku5o3+rd3fWoXHrHSB5jJ0TWGQjnoDhzRDKD5Hh3124UmXqxh7l2+J0R1ptVu4VanqEtunqWm+sIyt6OOtmo/EGYV4SU03rBhQ+JwfnNejIvFxVICZOoxPkcPHep27N7dnT19OmEAtLlw7mx+bxYuoU9bbeTipER8U8tl6bskZgMzF+vcbLcZ8nkLFhbe6u8PbwPeTPZZFlkzVH7640+TUoQPxCFd9qg0QUKZAlR91jb1are6yAELVvpSLDgbikTBFkPDZsD4W0I7GkststOWA/mkCG3eujV8ZktF40ZRmthSjxQzdAS0DlozfixXYM76swHH4Lp1kVH85RnKuoXxjJcsCoaKZ91jA5fkEnfFIjV2DAweE7khd5Y+zps7N5NFXPjJI5RUVcjVak8nx/nP+GOWl68El5umxp86UZi8CCAitplKTEw4fEcTY6iIQxWKwuBF6Me2tZXp3T3lvlJXyhjz/Nh722czbi4TE5jikZjM4GBWJhgE92F6L38DOwLM0ooV+XI4rl4DAwIJiFguLkwlmCQnk4uln9wWl/Lkl2FKcSlCh04YGnDHmqi7HQEaDCVdw2eDzSLbsGlzmKi46iteCR0NXZbsOXZAcnoBdMCAEVkHLFmhEYoCsBAEKS+SrF02CA6dsnN0yQIgjJjPRYHZbJeLgz7aBDAIesvd871yjQXLBhAbV4zLelM+ofK9dCzAh4YXLlzojhw50tklaPPGDaFFGzPvqb8qSX27evVad+fOvWytxfVmJRAAM8libaxL46JsoKGNlIFn23fGH/8BpAIqbwWggKO2Ei4xU0Dub5YX0GG9T5s+LeP39NHjpD5x1/GS+pXLvXUuj40hWpjJWeGsL5MX6INmwjTpWw0lRSnXM4vwToALDXsmZKOTkjdZtmqTzmXMufsmfrQxtO+68LRUJWu3nzn76O7duMtobzPdAvYlBQpfoR9aAHn1mugBoM66QUfhBqc/ajfwDH85CfXxo7jR6ML91wb7Ipw7dzb8fvjgwViUJnV4HJSbelizaO7CX7IwrMe/cvFC6pOD6nttkwpGlowbGWIQaIMQllAWha89JmnU73QCz1It+G7+fNZ7T3fl6tXwhpCAXa+a/BtvhhogxayUknLe9Bo3WF65cjWCUMDv90GsgCHmIKwIblCbYIrzEbImFEQDAwNe5bXLcy73+d7L57Hft8/tvlZmE2BCKvkY04hdYGpCryzC0ITdexNojArkEde9wM79zHlakjUjJURcT7kG1Kz1rJmzInzKMdBZiTDadbdu3UySMlfOoIjpYCQCzW22+YOzlsu+mHYML8c1iPVwR5SVwawuMOsFkGuz/nthAIDI4lI2OogtCdbrA0TFHG1ygEVDM2s/KlMG+kdwjEcUW2LE5SgJcSk3+h1wu7hp6ELBKEM7tcU9bax8RkeM3sIM+sdFpnCMwYoVy6KgPNvGLxVU78DhdGaqJbsDMvRnEdkHMUe/mogiLPhnTJpaA0plNX7wWTtZWiYSWL0sfsJmHE3ssM4vXbyYXazQGCAqSyjAMkRxNgpXn9AvsWn5tteuJURBUMu6cPtPTgu4qFNYCl0AJCuuASVwB3Dorg/+Vu7ygYHMiAMWOY36QMHKvfQZT2g3L8Q6bGulbVChrcofGnK29tTwALBh5eEDp3A6X4dyYJkBTh6MUALlRVexXo2bdmszq1cCutCNWXa8gx7btu/ITHjkt8qUtDfeFFDbsH59Fm0AeXF3EzcUDUtQn5vXZTIR2Ksv679f2gauWNQ8I9/jUR4Cvu7rK5kheO/q1aux6IHqpk0bM1lHkS5dsjj7puoHnsNbxtjEHssS4PsNj9r8+02vcbvhBqswXrEY+eBNQIppy2Jr8cwCemGS7PjS16lopG80QvlqUKrrq/E65hUBqADa/lZ3mO73eudev4XhahDYfQiFkQAFrckCYsG1WKBnWn0mDaSyAHmAWaypApwGH7HLjLAwAWurrOUGkOpVvnu8WI+AkQsdBracr8686yNBZMnY5ds9rCNMzfrjzgASDEKgL126lPIwDgFEs8SPegnQ1LQjx472T3x1dgwh1i79RgcMJ8alr/qi35RHLGJM2pZeZlbytTvr/heElQXe09u9GBnqeqyisSqpAiO3SJ9Tps2ETVxZTVSPzCDk2pwjUs201nPRCSyrfHThfwmU6IlOxk94wHiwugk3QJMnSRkAyoBPDau0mLj6XOqiHHrqxBYBwwPo7zVrplMqe7uzZ89GsTqR06oegMyFQxeWFosdSLCuzGbvv/XFqxDCshUrc8+LLDYoK6YoH0Cr/naFN8coBXzRLuDjb4AC/GzSSykneXryxIQTCDiA1AfWI4Bx+fs3v/xFNtkwnuLZ7WI1OpNe3Z4BjOh20/rphw9ThjFWdvfiRbdm85YsMCjjVVLlgKRLe0x0GYetm7dkLgBI4a/erKaZnzETr3dI2X/4X/99yrfW3DiePnUy44cf8CeARk8pU+hEAVD8xsfKHilZ5MBYu8Sx8RbLlfFjYhGQk0ntl8mwcEFRfvrEqsQr5Fn4QaycwrUQQu6m+YbqyKT8N/ln3JaluFMGHkjab8/O2nG5AE8BLL8joldjXN/pBKNRB+LOZW1uTwSR1VJ+K9apxnvGq30uz7/+2/fqaL97d097b2CIqAYhT6bMLhaGe1uZfi/a9HWdwMogukc9LCLtaUvUxGzV0dxnTcUIBBB4upfiwGSEFqMC7/fefac7cfJUDnGi4du9BFIKkb8JBsDA5MoBPtGwOdq1zBCrl5CxOFlbwINwa6/++C1x2DqDqK2ALUqpAib33ZJBE21NswMg7qd+AArP5B6hi77elIlWfXUSSLku33kmY14Br8XyBNi5SjZpXuFIiKkl/cOmyG1CJ4VUqxJAAsfbt8smIyw6SoJy8bnRyDPqRKPGa9qTWdIxSfQNOCkd+XhWfFB6wNg6/H379oX/TFqwzAikCx2vXb5UaMPDqf00uSIdRk6ktB+bXgBJZTLFG/8rQ9tcxperGVDPN4Vf3YvG3Esr0NQxZ/78wnN1JySAalyBjMkiF8C8eP586pz59uwoVZtwsJ65rdxp4MTDMeGhTyxL4Qtur/HAf+retWdvgEkfLGBgqQPuEjMcinWIviZeeDIUojZp+6qBsj2a9pGNgwcP5D5H6AoDOGfHhA+PCyC6WHh2nXexGHlfvDfhAeBagHFm2mzcKXn0A4wUhHvRFWCzUnlpdlPXRonpPC24BFc8a9zJQmmj+H0Jxc2pSicNGec/47YsEcclrsVl6xnp6YYnFOulMYUGudxb2OT1UQXx6eJ6WznympEk3mI0jE/IdVo5XsptAqlcwu7ym/tbm8be2571jqB9fRtyjjEQkhoiWdZsNAK25yNkIaiA+uMawyxWCqHBcILNBvz584lxKTEH11I5LEPMhikMENfBvRKTCbmdXHZs35ZNPmxYzIUHeMp2nxUxXPxnz0a62b1zAggAiOCjKIGXRqG9wDFuto0HnpTdfdBCHwgFEMRU+k9glBPgrwnoLEPWEAXn8rtLEJ4QsCRYyAFpFi23esJwFFujbWKDdU06hWTc1O+FzhNeADw7vZts65KwrB4ZAhjby7pxRyMr02XcWfiOnRCvRB+WN+EgpH7XH5YpIccb+q3+BO9r+hReQi+/4RfvaKx+Vr/67JQl//bXR44ERGzzl9iZoxYuXcwkh3EE+GghTIP7PSvm5pLqA1zkX2pLUsiMQw0vuUcsm2fxsk46uk8Z3l25tx49YqzNTIsvq9dknn4mDCBMM216PAxjbOLEGFhNQxHrL15nGbNSKVd8YqKQssa/jpBAB/1CE/wkLCFlyhjjX0aQMtFaO1atWRueQ3e8J/uB5a0842KMzBHo04ED+7vt23ekX//bf/j33fvf+KjbvWdvYvjOnhL7pgStKtIncUNgp2y0e/hgUtqE7yS8G2d0wkPkRP1Oe1V3ka+SqsZqtBT7/uBgrMpM7KUVhb540pwENtMvniS6fp1r3GDZBpgl4j8TKECTpmlMYGBYC4gXUWzgGSaJqk0be2wj3722JN2vA4KwYkgI4zuD6t1LR32vLp99hxCt7vZZBb7zt/swEaGxeSnhs56ZprLs0D1etI1ka8nshAqDe9ZF03keQ2JCbG4ATYyoh4ntt2bFYkLgREsSQCD4ne98EgD4/Ne/SvxNDA6ocY8Apc+0vXfMoJ/6bpMN78DCxhpAULt8R2hMImEq9QFQfWFhsmCkhTQQ0Q8aV7nADCA2WvrN357zPItSmwEEAWYFYGiXd30WOmBp6jNBA7JoRBi1RR2NbsIA2io/1Gy0bbz6V/VnsgQ9E3jPRsJPE6B3kNnzoefpM+vGy1iLgXmhNV5RJ/qK8a5csbye9DeYQ+iMs3a08XVGtM+sDbEv4zd37pzu6JGhKE/lGpMom+dD2TF86vRpoQN3ryuskD4COJcZXO1qtLEfJfeZ4AtRoItxCO9WQwN4tu8aqDalxGK+ceVKN2sOl3xBaKwee11yWcVE1aVsQLNu48aAg3EUBxf/duk3wJDCZBzUY2LK+PBuWJ94Ce0tkigbY8xI7uTqdetiEbKabQSM34ArvjQOgBK/sRqNI14FgI77/ea3vp3tCQH2v/7v/10mjoCcUyTdw8v6xkcfd6dOnuwunD+XUBEeIW94SlvJHRBWL08LH9omDqiiJ8PDvc0Y0G+bYrAoyMTu3btD70uXL8dy9h2eNNGoHvRrwBtiveE/4wbL3y/XgGVSoIdLPiGWR1/P68C6QcSgDXQQwvXK9YplWrjQgLJYWQXinwjSnlMGhvOdz61cf7fvldv+9p372nOYhFstlmGg/W4mj1tC0BBQvco1UJ7zDOIWULSSp4BQAD0ux8Tu6VOAVTaxNQvdTH33WDlA+DAu7fr4ydO4e4LQtDEtzpWy0YA6GgASZn8DXADZZqJPnTyR51atGojFx0IG/iwlzEDIG20wEgtA3RgdcwBN7Wk0NHkjFmkMXdqMLmjA6mTZsFysXQaYdpix+QbhUO61K1dCt6H+cgQppnxRgThKpcZYCYD2obGy9d17E2Luv7+FZvQhY9fbE+tee7ndxkIsy/puwqENxkafykYJU7NKw+comtFydIgwCF02Z/bb5ayeupyVJWL9vn1P0e/8+XOJg+mXi3UXZVEtb8YAI0DcGKD5u13oqS3aLX/QuAKq3rpG3u/c2sabnhPnIwvAfvast6NUTHagEVfTu76wurnUdhYyJvYQxRsAY826deFV5VFysioKjxaljRfxwfGjRwOOxtI4yO0t1t21bufuvdnQV/hIH2RbyN5g9eENk3Nih9KrhCzMcrNU9+/7ovvz7/9FjjPWt8MHD3Tf+ZN/nrCRc8e//cefRDHiVWEdp0caPwoMXU06MTSUrV6utiNSWLk+4yVKED9wzQG1F8BEZzRYPHNWPrt/kfS6Bw+jAEz87N61M2vF2xiVfTAtgSwTZJ7Hf1/nemOwFHdkVWIKjI4pdcIMTl9XgsJh+gpsNKkYnwvTuWJZjhQmI+QR4jAnq4mVUlV57q5ufXVdWtlhxDGz5cpxpS313eeUXWcSCae/WWG2UpNrp+n69NTBYXUDDPd4NlZMf0lObpYC5vT7lCklzQHAGWDlsRRdhFbqAqBas2Z1t3//gaziEVvk1tHqQgHeWXLaZQABk2ckcgNLVhkAF79UL+DAIIQDM7OQuRUEPc9PmVJA2vphs4B1bTPwJOgsQcIIDPWnBcn1x9VcScJpDAiDNnlGUB49KJ4mYEND5TAtzxNINJMzak18T52YUK7vxSJpePdygS1DAw6YF/0IFtB2aibLB51au8zwrly5slu8eFH65RnjrVzPct8BhHbOfntWNgvWVr8rA039zQRxhOr1G3IGe6JU0NYKGvRg6eBtiqGlzCgD3bVH+wqlShyStUfQAZ/dwlmAjAGyMcyC/z2eRAtnhU+pq4Cs/w5wkgHrvqdODWg5tlYf8VYU99BQjlE2cbFk6bKMK4AF4PrhXvR/S9K5sMusWdnhHGCyKvGH54oVeL3b++772f1HuxuN0U4fAaX9JtVLWXlpG+C6fOlit2nL1vCk76XJ/fF3vhueZNl+8OFHmUiV2sMK5frby/LY0SOpx6F33Ps/+Rff6w7u/yrjgp/krqIZQNQGbSGT2q8dcEbs0aUvxpqsajvDZMrQiyi84QkTulu3b3cDq1blXrtdwR+8h0/Qs/FFbnjDf8Y9wXP5clnXTIgE/Qla6chowA+Rw/SVQVhLXuIgGM4FJLldrjZICcr56tXmGkVzszbcgxmK9dFyNgu7KrOVq7z2uX3f3ttvLJES+youNcYTMAc4aWfdJclgeFa90gsIE0vOfYDD1eI+ymQFYgxl2ETVYLCOBZ6V40AzybsAjmuOIT7+o292a9asyQ7zgEfoIWaQg5/qLDkgArosCRfLgGbGJJ5xgJSZeW1QN+ClqWlkfQCOQMIYeQFKlzYRqLKxiQPrp0aAucjAXIiFx8ANZ3Fb9mcXGuXl2WopoUXxBPoirATWMLK2jRs6aKt60dIF/LVTXNimGm1i0E77tpVjwQiF6ENWIdkKzm7es2Z169etTYqIfQlNCgAuzxGWprDRQV2Ft6RXWSlShP7ipcvhPazoyFRKSNnAEV+gO82JXykvLjV6x7IEygQYP9fJx/B/nUzwPdp4HtBSNgS+GQfaYyKIy43GMgR4Dc3bQhuyY4bdRA8lZwwABN63VJBVLiauzYDK/VG+NTtgzfr16Tc6Aik0Q3s7H1nxhScoTRadeKb9MLWHgrDy5vy5s6GdOtBQnBHvBYQraLUJJmMsXs+tx3PuQ3uhFjz70ccfdf/pb/4mu6zv3/dlwFD7tVf9X37+q4CsVUZopm2Xz5/LZBI6ox1+AtBispSqcvF7ka+y6TjXfunSJTl/SzqY54wlpWrDFuG18FbWjxcPxsY/5HP+vD/gTukGzZVY5Qg3uWg9hNXIwqAliOqz+70Xdwjw5fEMRFnFAzFfgyZme/VfnS33vEEg7H73t1e7fIdpWl1h2PbjGNfcMwYEqJ05fTplETaBctqrPacfDey47Ordv/+rfCdPTFtam4AXYeAyeMZ7Of6ggBLXg1sgdSKzfNmDb7T7/r/8i6yvVq+8M1qCFXqeNWk28FmxPjGNdCeuHatLfRQIpgM6XHpWeKFLlxxA7aWpCZOyCIM266t37WwuyNCzcjaP/mT8jKkJtD5KrbiKAJVw2oaMFcV9dy8BccU1qpZNs7hZrX5XD97wrn7jpK2EQFvKyhwTQK/TbNB808YNOUJX+db76rf8ObFnePTyZVGard/u81k9LAh1e6EFWsqxUzcA5lIaJ+knniGA2mLFDL62ByWLUl5l4roUfvVeRuqZ4Sz2dukrC4jiaCENNDJeQLbxqrq4kmasgS36tna3z5u2bU/yeQDaeUrTZ6Ytzt9B8/bSNwpHKERcFZAsXFK2dDM5ZZ9Jbu66DRuSyyvUQKE6Rld7JJQfO3w4GxMDL/eLIQJ5FhteLevly6IHFiyQnFhDDuiKt8jTSN0b1neAixx+//vf7374wx8GtIRO7B8gh9VvkuyN8fvf+Dhbwn3yne92++z4PjSUCSyWqhMfXfiOsg+gS02rih8/ZBPpftby0vA0i5k84X3yoQ9LliwuABMVXsKDeKRMbL7GkFQ2zn/e2A1HcAyi84hkEP2dWfLKIO7BIE1A3Ovvdr1iotoRoNnuAUDZGXO0xC7V4VlM3cr13j4r0+/NovDZq/3uvd2DoCxBs9Ha5kAn7onYJSFWhsGgfTDkZz/9rHNQvPQKDGMQPFeYo+x16G+XZ/VBwFlbP/vsZwE7sTdWjDbt2ftOymeZy/tSp3owKeGiof1tMmaqtJ1qKbJkS7yVy1VWPRAIoCiRHWgVa6MEsFkmmKyMzUg0OqHH4NrBmmAxsp5YRZgYnQg54Y31ZDs9yx6dc+LY25fDmdQhnPoPzF0YvYFxrE97JIqHVgWlPhfasAz8pb/Ki0XdAbqhbsLkCWXT4smTkuIz+OBBwNJyNQCn3+iPNspodT548Nrz8JsJEZNPrNeLFy+m79oKGAAm19UYEypWCAVivBz+FRfQCp6pU7MDk3ZzqxsPodVQnfhT5rORYuWjx+OHj8qsef290bPxorJ8zgQN/hXTxzdybxeX7dkAdkIkfXaAup1DzLQLj4lxi7uXuooiROdZc95Okv35c+e6lasG4sGsXb8h4GIs9dVyREBtG7gD+796NXZkwZjIy2XFASSyoO1ZCvryZSxB/KId7sWTLlarMZWehIZ4V57lX//1X4eOeBBQuscSU9Yoa1W6kBg8z0Ec03r933z+6+SvsurJqLrxuwvNfYe/8a/vWdzkTWzXLLhYNt4Qn+SxCMsYf6Cq/2hm7PGMzyUvPMW/0T/jBstXBl0FZQyGEF5+804gm6sd0KvWBCZpLkc0LmhlVca0LO01QP5zL/QvryJojVnd2T67r13tc3t3TwNPn9v33s0GGnBuBGHBZEx4DNksIExImE6dOhlm5m4gujINnHdlGGyfJcVySQElS+bLL/d1Fy9eKMHxpGQMZ1YQg8T9nzOnO3fuTMpYu3ZtwBnzcfkDZNmM2PKvcnAWZkAvbqVEdG3FPEAHmNH0mNUYYHi/c6cwbP5mMdf0orbhLEAg4OI4QBtt9N81oU78NFprU6zOCnpAGIBjPHQgLASONcACRT+gqjxl+P5RwNJ2W5O6bdu3x+O4e9cpkGXSTQzT2nkWHfCUPiQnFZ89sIFxdm8vs7osQoJhGaS2i4Vqi2R3QkGgfA9k9R8IElZpNUWp9CZ3VtkuIN9ogJ7uRx9likmGJi3+XZUjegyNmHx4HquIwTBh9PXyXWA6lu8Scugpe3Oqo/GliRvrvoGksUAr9GRRWh7oMzqKiQtrqFeGgu9YjLIonP/kOTFz/QeChw8dzPJXVlexaEfqrPT0AKM+s9YtS0QXF37isWR99+BgPDE8ZPJH/9Tvb8pZ/ZmQqTvkU0ZoTSbski505SIfn//qF926DRtj/WuzepwXBPxZvgDa6ZFoQsGRRxe+xtNo4BmfE6+rE1uAcmDVyowTeVW/s8PVCV28U3aex6dTppSsDf34Ote4wbJhE2vDfzqmMY0hgnvAcmLJ+SOwhMrvmM5VALZoVc+XzhegLZZpQWKuezdak5wrQDbm+qc6OfZ3dfrb5d1LW9VHOwEflor20Yx2RzHZ4zf3siwvXLwUq8kMIoBl8S2YPy+u8DNLzu7fDygRSAwARG0/dvLEycy2E8q4Xs+f58Q7s+/qx8ysTb+pC23QShnqUC53wt9OgwAMGFOMjHWBWaUMEWgpL9w2LrB7lKXvmBm4m930t36qCyC4h3XFbUQDFwF0H5Czfpwwx6qs45bZ87HpQ80Crd6FMl71hwvcveiG7xf3X9+Uj0H1X9sxr/quXb/e9d/pz2YH2kgjPH482p09f6H7yT/8JK66tugLUADamN5YsoSAIoWH1lwsL0JFIaFlox0BAqzq9zvBkqBt1Yn4J5pwv+UysmQaXYU7bBxhrTfa+U1fXKFrtTpNjJmkQLPym924i4fDuhPnL3LTmzKU4/m5CxambGNnLFhWZr8BJxDNrHh/f/J1AQHgVs6sGW+nf+GjupHI6rVrAz4AkwHALUZzEyqeMTFz5lRRPtKFNm3dmvvFSYESGnjhsTaB2MaNRWkc0VnOIhq2DBJpRHjxz773553dg1avXpP7yNjp06czIbdz957wIEVJTsTcWYfCYPIu8W+J116JF9NwwzgzsvQDz+D9xKd7erLEV1xSm1mTzxfUXakePuxWLF+WWDUaP3telCnZbiGU8FpG6s3+GTdY/k6x1dVtYBkgxSf1e/f6DYEJqUa3y9+uWJWvEtgBZ41HilOOlmC5ySDPjn2+fW7ltHLb9ym71tF+G/sdwUP4Zuky38VUrCdvbb1x81b32U9/ktk+54xgZonUYpKEzgXMShCZ1pvcye06fep0d+zY0Qwu8DCQ4qQffPBhJi4MGDD0Uhdh9tngqcOyNS4IoeYqAM1bt8lxCugAACAASURBVCx1mxlLx/eA0Ppo9Qtge5ZWx4iYmLZXD1BRhzFgdXDLxT/DiPJZHcUqvjj0PADg3GduIM+gXeX5cn4zi5Ewox3gUG4TMMKfWFt13T3PmvE7QTD6YfwKNIROGQTNLKgD71nR587f7q5cvZbcR+DQ1ycUUZSKvhk7LyBhwwo000YvdF62bFmWMGobK91Eh/gbXtMWIIku0mMkUMtj3ffF56EtYGDhFSAvu+9QEurtteHEtashSws/AEFlaQNasrwEkEpMrLiPHnhZ+X/kZUkjMg6ha19fgJIy4IqrH1gDanwA7FnnUQZZFvswf895e17aRDGo25jqr3ZnbCdMiBKwIcuJY0dDf6lG+JySNAmzdfuOAI/28wg853NxcacG/PST0jEhg0/JiNl9HoW69Rnv3rl9u1u1Zk3ccn0vq3JKCEkGAxpLOZIloY7Dhw+lDR99/M3w9xef/zrywprVDgre6iJhLwsbyDUjy7NoZ32+vuBx3+Mrz7GIvesD+prYSXhnAou5pK+hs4sH83WucYNlq4j10YBQhQaKltGpCFq1ZAi77xoz/07jxoJnlogVAM39VWuX+1+DrL/93sr8nfL+iT/U7X6Xz+19wYIFcVUMDJCxH6L4pYkWF6FymQRxyPzOXbsTa/IdwGDahwY9vd1bM6YntvbFF19GUwMOL4NLE+55593EAA0QdxFINKuTVSpJntVZBnhGhETZaFpoW+KUbbWQ2JHZTJYw7QzkBgdvZe2sfrSYHEbCXIQQUAiLAEOWoz64bJVmL8XQ9ZVVhMbCDCyd4bjVo6OFybimrkZXdSi/r64MAcoTe+VsUpTFqyBYLEaCrV/eAdnNmmpk9hZdxJh+9KNPE/oQqmHhsCgKwL3e0V1bYzHV5Y9ApexY/yLgSJmoj+AQXG6oFTvoTrgL/W3oMSUTRtt37sqEz8DONd3JY8fingMewJnMj9pOdO4deZ3Spo9muPG8z6N1s5HXEzi94YHIRlX6I9bZj9klKcQEqBKmbXZbj4RFV0pEaAYPsTrRXlksajHwB84Iql6HJYVHjxxO6IW7vnDR4pJK83K4mzlLxsDMWJXaaNs8YMSiA3zopT5uOYVDJihiILpx06bIx/FjR3MP4EQbikx7snxy1qzugw+/kfQgtFWX9d2sRrwtLYvlSmktX748LjcepQR4Gd/953+aPh49eiQz+NpiBpyFbAWcWX38hnfUrc3NGHj0aKRz5hRPz4QOg4tB42+XSVbAqr34TBnKb1jQ6D/e93GDZcsZI8CAUMMbgwhaY06WoPteA+jvgtTYRnHly8ROtSj9OAbQCLd6lKWDLpbVP3U1AW6EaH97JmBQQRNwIN65uColkbkd2wksCaJ4D63q3rfqxrTnL1yMoImvZNVABY3LV64FUOWgsZS0V/mYRi6lMpsmJJ36AjDEFGlss8La6js0NOHESkNLbXGxkLgu2oMRtSG5jHW22fMYUEiB++VZ9diCyzEEhI71yeUEgKwCnwGdZ1kR3PLevp5M/HDbCGizgtAPwLIS4wrV1I60s+4oxUqlXJRpZtWV8aq7EOn724n39ia+6nfCLz7Fyj985GhnhZPYotl3kzUEWD+AsHQe/feZ4o7FV5d4EgLKBP28S/MColZH2RzWJJH+uk/itHQj8TKWozrce/rkyaTYNCuckONvrq/4IUADIOjlQpOeF0URA8vkClYrGJcyKowpwEUTfRVK8Vz6LosDINqJ/e3ZGV9bsclAWLdxU9oEZEy+ucws63P4t8Y1Aa8Z4XLoWplQ1T5AO3j3bsZPnHzfF18E3PyGRsYFv7Bgrb7BM/pKMRlzNLHNG5qZEKK8HLymPnKPL9FS3YXHyp6qYqVoTwZM6ph8bN6TrBBzAPbB5OZbDCBmqk8//+ynKc/fLFiyw6vAb8oqvFvO/hbGAtS+1xeWpPaIYWufNpA3ShroA1axcSu2YAoP4B9xPEPj/69/xg+W1YQFYCOjxUowo2kAuGiZ2Km7uiAkgf3HrqQSDReG83uYr4Ek9MSINSbqXVkI8/+2d6e/eh/XfcB/vJcUSZESSXEnJXEXSVG7tduR4zWpXSdp07RoEwTp+wLtn2Ag/ReKIsiLom+KZivaBInTxvKmzdr3jZsoyuIiiaZIidvl5b3F5ztzyMe0gVwSal8Id4iHz3N/yyxnzvnOOWfOzBAaz+b5kYzr77oXwe6gOnpPPmHwHqB+771fiDr+wYcfxScJBIx2nOXZgebokeGLjzySE/G2btk0/Mmf/Onw/DNPD9/+7d8Zfv3LjySoGoC+/NJLMYu9C3T4b2yZ9sivfyUMr6qOYli/nvY4pEPVgwmtQ3UmhlE/v7V1GCxrtNLlbNotX0KCeZnZtGFaBSbRRtomhsb0GMh1z0tGZkJA8DA6MIkFkH0Gz0ajIewAkuD6DRiZmQRccq9pUG2z4AV9Jxigy6+nb7gd8MH5880fp85CcEqLpRFgZAxtrwoDjkkpAqHOzz37TDaLWHSdZYPjMS+ZmJ4HNhk8+0BEC0MzNKBllZAwz7XVYEUzJahZO/y+44ctn7Ot2xAzPitV0NU66OOXdvtmUqIfcDp66FDAS/hMgVwpDY7mQCu+TrSeON3CUoCOPuG3rXf8DSiBo7rTSIEpYNLHlhd+cPhQ+OfOe76Q+h185528gwaOvZWH9tIK7SqU89/PnYuJS/MzUWKwxkP79uyOOQ94qw6uGzQNBnjdbyY5XvIMkDMg6EcDm11+AJz+0W/a6Ll39u1LPYT4eB+dfetDmvu5c0czqPDzC04XY0xbtbmGWfCXnn8+oVpf/spXsySSuwswc6vYtpASgU7K0sd4DLDTWiV1vLaHU9kYRX979vCRIxkUDx06PKxZYxLXANViOE386VODhP7XR1eTLjmo/pG3jZIXP12TrL8RCghicsLegKmCgy9lrFE6XeJH8tuzfjNfMN+le61Bcehe5rf0XrSW0l4KdPvfdb++5el5YMHBTGjsF8j/aMUH7Yav0FGeVht8cORI2vrgQw8P99x9V0xK/kPBu5s3bx7efOvt4cWXXh6eevLJxKjpUJ1hBDQ6/uEf/VEAE4P5CBU6febsIBxGuM4aKy0mLySkg8mhngTet4SR0QqDB4THxwPCwoVoQ7Q+zxs5aZzaZDQFDnZIIoDe59/zHbCpjTXO2f2m0da9aJWC0PVN/MZtd3uaEvCr6/o4mhCf1dmzMZXikukxheqtHAm4Gv0BJdO/rgFsrgJ1FwyvfrSYZ595JruMFxOjmT7Sjgiw8KV+MJn6smSKtsBLuTQOUQv4CQ/6yIM/lFbhICu03LFzZwCWTwyoHj18KEKtHmhL65FoXdtjhrad5tNHYkR71IdJEqZ6AJCGY8f8vlTXswYaYCgZyHyApDXXtaQSHYCnhM67uh/V4ANcabe1Rlt9DcRomP0uHe+xenU0Q6BCO8bfzGvApy1MbrPMAMjWceSTdrz+JhMglzaN9qyNjNUB73HxoI089ZG+R2/tsrTRNxAUqgRc1VeyQ/zBA+9k13mAbJOO0O38+WiSBkxhXQaH//Zf/0tkjDwBUP2lTHRCE7ytL0gEnFEH9NK/2qm/D7z77nDs58fjm7xhWdsbs8XvTmaVGNeOJG91LJ7iy7yaNGPNsjRFFUcAhLXrEMHDsBqjIfVxv31+sVqueb8SEItJPgd4NiF2m7UCRAFoCYAO8/woULpX+dW3vOu38jxTzIRo8vmE6Tq1MOo7UOI/se0VYSR8X/3GN4cHH7gvHWH1kvtMC3npVCOh2VQjnjwJsE78zW99O2tTy1fSNJ92hETq3w9vMyJKhFIddaR3dCymAHxMBgCMtkZ4DKR8jJIdZpYtCyMpNzGMNk3op1LKW70Il6TfUs/51wzjF6YyYhPosTmTw9ScsRHBbn1jFyL1BValYaqjsoq2aFXPGDACglad8Ov2Ywpyf2pymDfVZp3VhQBqN+A59P7P4mYAjIQEYCuHMOt7rgGgo/4XgZLmoS59/Tv66V+bzRJg7TS4KWfvvn2po998Zuhjs1pmoPfs++h4CMCD1rRIOwnRypTJvWDzXe2x41BNDKZu4/YRuDCM9agGdNEGWrn7Ee5ukXEd0PytFDrf9+PE78ePHY/8rFq7LvWmqeI/QMn8p1XR0vSjATmaH3/cwoXD7bffEdOW3xFP0uy06byZ9enpaGwAVt1pkOhqEANC+siGHfpzcn6LpmCFAFPyde5cUwDQ2EDiDHj8mFU3fYITr6IRGqArDZH7xGw8dxLriSzjgZdfeD4hSqyj69YsyYD7D3//veG+Bx/K4IpWeK1p2+cyuUOj1ZdkDH/x1/qbBu2wNL7/Nv+wdNi7b39kZ9nSFgli+z110ycGE3WQLk4k568r++8KwLKZZBqvEklzLgxjU5dMZZ1CEyxtcGqKKd7ue34U6PxdQtcy++X/G2g20K27mMHHu/Wpe/J3bxRMMQNi6VhEd8+3vwEPIpswwUzWxPKBcJjrhO8/+sMQmemrbcKIbLFmNhrDYVCdp0zmyM5bdyV/PhKTFpfOvm4OeyOa0f30mdMxH8phriN1PLrJkwZpBs8KFvkDc+VjKELIn0O7xPxGa0IUQfzYKNvOyNEOkyzAmoCoo/c9J5wEOMX3Q5AuaqDtaAb0VCcC5Z1rrrk0ieG6dyXCM3mm+RI9JzGjo1Fym2SlV/PXMSH1Bd7RRhMRtEz+WGalutK6tVNdgdTkWNvMhKDoa4Jbmqa/5amdtFQCy0QlREBRiAtNb+XKFYOdjPig33j99dDShBo/H7qZbOLX05/AuGnTbcJGW8fHJ7OxLnBiDgsWl5Svng3Qx+OvBbASrTy+sQt9VVSuDgHKvMd31idVtBNNhP7QAk9/6oiH+cPNm7dkIxN1A1b4w3fKHJsTYBKqg6Y0fW1BG+BIK/3KN76ZPrQ3JUtJX7NCwmdjY8kb+Gg/QPYeV4f68RsC6AAVa2n58qwA2rRlS3y9ynIoGW33mZ8+lX7Rp9qhP6x2Uy+TTnUeObeBIziAocHH4O+3SRwuD7JI6/QtD/ykfHKqzfhcVAj+wAeUFQoHQFb23Xfdke398Bylw+SO+zbbdt/ANDlJEWiREb1LruhrxmCpwpIvDUrjmMM9LKTda34uDFR/A4ACL+/okNHkmg6a7uYagDQyN7O8jQTKrjLl5XnJ73q/8nTPde8gdAkfxke0eufOO24bPvjgozDPpk0bE3vpXc977sUXXghoAabMRA1D3xezzapimPffOxgmdG4KrZNjmgajLMcimG0WAxaT++3dWZvLtwT8mhO7+ReVp4Pj1J5v9cSZaLSYXhsAoJGbZmkGnBbJdLJhLROcoGNo+egl8WTqh1kKzJknaKUDC9iY0cM8g1+b7Bm/pgWTXzjXlv7Zh1FfEF70nDNnvIEV0O8rjAAj4MaMAY6xBhzKskpIPQEoTZJQE0oaHHcBbQlQmkSheTHf+VQNXEBrwoRRPzccEABN19UXnWkeaKI9+MzkkBAS19HCxI6kLmiIHkBSdANhJ8w0UnXSL5YBEmCpJmzUX9uVPRpJUO2dM0Z1ar7oAiRtOHOyrZGXF76iLQLItJNV1neyV3fbrRk8Pnac8pKlAS+LB3bedltmlD0jFEv5QMhgj4fwWfE7QEQr9dJefCIaAC/QPPHRG6++ErNeW/SNtspH+/xmAp+niJxu+wTgKYMM3jMw8eXzT1oiaaDHsyZs9L9n1IfWTpkgZ3iExk7jF9YF8AA+GqgPcKXJZsnj+fMJor9Ip44TfMoL+hZ9BiD9iAbKkK88KCYffPBh5gZs0sLykvCteE/PNJ5vuKHsq0kzBssyw5u22H2NHbQUDmSaRkkem+bnnenpX1z2mImDOWPDhaFpZIHOX9IWCR4m+0Xtswlsyw8IFChiGPck1y7/G3N53nWJprk1S7HEOi4eDh0+EgajmViBQ6jNLMuLYGoXYhuVjXo0TT4rya7UO3beGrMZ490QAb42HWbLe517/XVt3aowFvXwkfxNWNFPWQR/crIJRBulWxwm5jbIuM8doD1+m6SwoW61XZ60I8zEqa4c+aAMsJGUQzPUD/JxH7PT6vjdXDOZMzHZdh5qQNkGNMLOd0iDUk6biJuKJgkoE4aS4znanqTy5D/z7T15q6s64BfgVZqiIYleFjNce2vAtfFuBxnCZ1WLttMuCBqQkdddd9+TECwAbHcbNHjy+M9TPoGJ4K5yONmp+Ka9z68mlk9sI6FcsmxpzHDPjtIU32jz+U9asH4I2ag5jE+Pxf/tT23hj/MuwMczBJzWHE3TQM4S6UCANgYILhW7Fq258cYMELSunbt2xactX+0FnjRAQHNDn9jSd/jH+6wDPlR1/e3f/b34FOXDsjBQuW6ljneY+DQ9fSI/A48BAx+qs28augkX2iPtk1nNlEardevWZzDGlwYGZjdgtVWhAQhdtYvP1HJGkQwAbPX111/cEJusUYjsu2oZJhBlwqsHBQB4F6+oE1qhaeSny6W2HDjwbgYEm7DYKd39LZs3DR8d+/lw+rijk080/3E2gObGa7J3qQ9n/mvGYHl5lhriYxSr35nHTtxZA7p2nVneAFQe9SyBnB6nUTYAA5qESLowVWa2v9v9eq/q4W+d6ns0FSD6DmFHVHnPAjSTNhzDjsqw2YUwEoJMG6G1GSUxNUDAqExXoyhBlId6YrJvfee3s4kwLc5MLKEVlkJrRJfjH388fPjhR5mRNfrdnckim/oeiQaksz1vjTSfJ6bwnjqqR8z2HrBuZBaS47wYZg4hZ8LaExNjYVBmFc0J2Gu/uroGVAgybaaW76k/LS0aXLZas5tP25m7PWtncmZRC3FBYyALWOs3QFJn79F65EmAJOWjnxSQHBvrm2E0kKb18A16P33V+x5Ixg84bvOTdvyAZ9Rdn3wy50S2knOPNiiY2fPCv7Lj+dKlEVp1sxYZPQ1K6KOfCItryix/MUDR58KyBIYbhJxBVEk7bt60KZN2wFmynyjhReuxcRsftwO9ls1r+2Fao67eEguB1qY/0EjC1a6vXLEmQGEiJ/6869oGzy+98Hz8kwAOgMSV0pfZ4g+TkkxY99SX+U4r23n7HeFD4KH9ZATf0uqANBqYIEIfdPANLFkezvExKPBPik4QnibaARg/9/RPA9b2SaAAyBddhcxxP9lvYd/ePQFX8ZpAlVaOzmhrYDThE550bIszjs6cSUgSjVSb9IN8ya2JT98GNXUkW96VFzkt15pdh1y3HtxEngk9/Gjw8+zx4yeGZcuWDOfPN0z5VZiRDpnBf1cBlgVkTRgRA9FVePQzCnLD4H5DdM9KMI4ZOG1ix0QO32Y2bJ0e5lxoZgqTAgBLyvG5PNV131V+ga5rJRjuATG72jDV3t69J6MdZ/Hhw4fScczDSjpPp7jGtNBhS3a080uccIdZb7px/XDyE0uwrDX+JJ2DAVatWhlNk7AIW1CejjPpsMzWWX1fSOai+DBOZwzDQY9uwMW7aKTeADt0yMqEBtwEi+mfZyds2X/s4tnWmJlwKUfdMCpBmWLK9o1/M1u7YGHTLsbGw6x8pcw9gIU5DWS+7QKODiYfRulMOCVlAWzvAxm/JWA4avLRjLRH2zwXjXlksCttkjZLy2VKootyJRofIPccoNO3+mnlyiXDa9YWK/PkyfjJdtx667Crx0dGM/uk7WyPN/juAAgC05wIJTrSkuRPE7axh7arq2sOE/MB2JI60My0hysCaAJVz0roVM/S+irkSH5S9rW0iYolrsd/nu/TDq/Lps92bTo73HjzhpQPWJSjPNutibhg5QAXIIxGQE5eBs+//V//c9h1xx0xVZUHoO3svvSG5cPkp58GOGmkeFbSXxOWz9rEoltU/MDee+P1V6PV4pdt27fH4ip5B1jO4TEzHt/xtdemP+Rp8DJJKakDQKYQ8IUy3Q1s+x1mtuyG+DDxKtPes7apc6wGfnUdHzQ/vvXhbfcs+ehX/E3xsaiE7D134rnhC/feO2zccFPmB+xERRmZO7f5/tWnMCiVu4L/rgIsfxmwqjwdKmGUlmieRtD6u18FAm4AuA6GuRN/43QAFHNZOWIgvpRfe7/+rvLa1fZc3atrnkEcDPbQg/cPBw++N7z+xpsZlREXUAJFdSkmwPRGYgJpdL3/gQcSF+hMbSa5VOVYR+49YELrwBROlLPphY4mzD4AzEhMWD2DkUxC0C7mnmujJqGVPwYQZ+k5CVMoAyMZQAAe05KQGPUlwuu+/DElsyia4om2Flt92wxz35W++5Jdx5iEDnjR4DRxztA0T7QAGsCABoeerjHj/c0v62/+MqBBaK2VBoyuS0AVLZQlH+Ctrq57Rp4+tFMDKKHPJEA3tVOvPuFkJQ16qpN8Xnz++ax7/rVHvhytm+lIqGlE4vo2b94SU9WEnRUnBhU0Uw9aizrom9DnnF202+FjQO/C3LaCSRsMHNqIppL6e0a/yAOwmKlmctsyzWQgQGunGbZg74ke8pX3xUjesHw4sHdP2ktROPXpmfQB7VZ99K9voAtQzV5rO5587dVXGoCePZMAdHQ0s/z2m28EVJ375MAw9eUeUQ99rB+4buxtKX+B5ehLBrSJW8nfJsEcocs8lrdjakUa/PTJJxLsj0cpAMx1oM3t4x0aNqAUJ6osvOUZ5Qkrsl+p5/mMN27cNHz/778XXrEiiXtLfQAhINdWMmCpJNPcYGaSBx35TiksVvDwV1J6lMe3arvDJddfN6xZs3p4e/fe7G8pzMgelp5R96tJMwZL2o+k82g/vn0ao0NrDE9ofdrvphm2d2rKnjC7HzO8m9jJ12/vcVD3dcgt/5ZnlV3lVtn1dyoX0GjgOHrfZqAODLMB7PPPvxCzWwcAS4zhWcw+TWvomhyGtMsz85f25xnCcs6xC9c43KufA52VGReipZY/Ufswqc42K6dzfFwn4Exvyx/RirlAqzG6e957ixaZiOKTvdCBsml+nsPgOlw3TPQQkWhJWabZND9AZecXA4H8mEUAohYR8CfRngh5Td7wHxF+oDAn9G87hmsnQUIn743NaUCJ3vKm7amH5DtulTEHv32S/NwHbNpeQlnmGZpLgB74ojGwNflDcNFEYHtMzGgU8wMscxYsuGiqWRYnEoHfTKD7v/79P4iJxu1hV3SAxVzVBsBmnTITUf8TcC4YbaRJAYVF86xmmR6uWbIk30xcbSpeNiBU0l+0xgDu2TbJpc8+OnokJq2BsPWX8JumNXrX5BGzGwB6Hx0+OtrOKudLRB8LDWhu+AVIOLbCgA80aNF4QWKGy+OmjdwEq4ann3hi2Hn77TkkDs0NmgLJaY2S8CCDujbKH3BZCuhZddUWrhtarHoAO9qufTCBmTYDRSFfjr0g97RKAz3L6P2DrySkjptEnmhu/1D3mf8GKTHNAunVd9uOHZmg1O/4S330Z2n1fJ20YPkY1MisvhXkjhbkCo0MsOpPXdMuliMBM1uOB9atXZv3Abz8riZdAVh2f2ImKC7FOmrEaEKgS6n59wAkZvNNc6nkWZ12eapr8qZhjT7iHsKPluO3D2JJdc+olDM51q0dXnzx5eHZ556L9kEQM2M2En5EM2SSOUGOVqAj7PoCuKVMcAFVkx/nJ4aFc9uWUTVKqRMfFo0RmAESnWatqvLU27dr6kXzDAN0pkcbWqVyMCQfqPZ4xkd+BFw+VlfIB5MQdtoQTcrkBWZXJ75Y4C0PK4oABs1Sov0AfuBIi/E8oCOA/JRAI4NBtEKrTsYSuwc0xD1KAA5zy0N+vgFJ0YuWJfCf5omRJdpCAD+mYTvXhm9PoqVO9YGLJgUgvasvAe7a1W2jV8+iI4a3nI5Q0bwfevDBaC1cHnmnT1YYSACFNh3t4ULe0WZ9pS8IoXoZZIAEgBYFq13aOT092TXu1ubU91xboVN9WzzHXK38XFMuTbvAzaBA0zMgSJ4xiGgzawqottVBcxIKpc/0rfqydICFPLwnFMc7di/asmXL8OTjjw3rbr552LFjZ5YpAjd+S23SNu3WXhoZLZsFAlCUzX0hfwmv0QRNpnle+BIAtZ0bsKVtCi+y3psclXVzxKB05kxiV4vmGVD6DL688TLZ4tpCJ66kopfAeL5KvM9yUn/tVB/ygd8pMSab2oqsicw76AOWAxD2G63wh5Cx9evWxky/6UYTRG2ylmvsatKMwRIYSMDLb0KrIb5b0oElSACzaaClITXQq2fTR3nN6/Fa5sclv2Tl6zKBV2Z9u+eD8Orgg5ijyS5CD9x/b9776dPPDk88/nic0DqDMxuDGNHFPWII6ruT6Ars5A1QMlRp1nTfNGS8rbumpdEcMgHSQ5i8gznUNeDamUMnuabTjZyYwOSEGDDgq3OBTQBjynEIl7Zc8y4tzXcxAo1Lm11zbCjmcw/TEU7fGAtwum40NRgoo9HqUmSAv2ldwElCE4CHvgTaahPCbpDLgDfdtEC0GbM7VE8TXbscm0ODvjRDDHD0jb5TjjhFoDoKoqWtyRMgq4Nv70TjHJ9O9IEdzWmSltEdPPhu2q5dBJkAm+z50hcfyqYcJu9uvqltu/e///57mTwpv5d6oIukDHSUSnvmgpFMqGn7MFxjD7rM3toxXULnVtdmhqOXa2jO3G2hb331FDfQihXJjwZJGzw/cW5YIfxGEHjfOKP8mvqJRsd0NqOsvkAf79DMJBqv52/etDm8m70MLkwmfAaA4Td04Xbg58T3N2/cGN7QdnyK78xK40s0UH8Jv0jKMtA6ufEv//zPIhvAisUC5ITvWDUFQIGrQW3D2rUpW16sG/IP4GmRtDymPJPZOUsmhZYsWZJIBvJg4w1RKGbfC+gpABI+JZsGXnsjmNBhtW3auDF157O0Gkh5JkZLHoDqurVrIlsUATikzKtJVwyWAawOTBgZQFzEy755b4EZ07uZ32WKN0DTcMlzo8mfVgTVdUKm0y//rnc8J68GTg04Xdu+/ZaYzVRhYQAAIABJREFU3Qj4gx/+OLPGOgHDKBFzesdn/uLF8cEQNOaE/Kr8lNM3Nk4760RLA8Z46xTPeL6czXa4UV9OZeBSmg+09ZuGgSkIAFA0AiIHTZEw+AZ27kXbubaFCwngdp2gGVltkMHxDezlIdaSSU+AvKdvMCkQwTil0VfblFlATwskvNqO4X27hvEKOAFDtVWF5S9F8+r3CIiPa7Rd+WSwvHAh9QUkgEB9MC5wolkCzgqjAZze9Qz/JQAVK2jCRx8QNDwIMB27oX22IgMm6K7NBgqDJd+04GVmNzB33/toC1zUD2BYeeI3M5KQmnxS/sm+rZh70dhN+HRLQF2kyfNtl6lMoHVTU5iPsiTPoYdrVgfhAQmd/Y0XC1h9S2vX3zjs3717WLmm7VouJMjmuUAMqKWOZrs3bQ4gchXZHctmzjffvzGDHNOdq4Vflrm8fEU7c8bAiu8loIofwr+LF8f8tZoJsAsvuvOee7Kj0BOPP5YBjObpCGllkSdnTmkbs1578QoTvQYgQC2cSJ/YuhDPWHZKW7aJtZAi/A58f/jo9+My0Hc2oOFyQFNRDHygAJ18AkxyQPsk56wVbi2aMr7HV86/sjAkboH35w3nJ0RszE2eZLImtkKEK/hvxmCpglK0H35FWmRfC9vKGxGmAEgzuxHRR4eEgUYAEhOSubpeQEkw/XY94NwBswT98vZheAyA8Pffd28cu5y+P/zRTxLOYPR0yh1BleTjWZsBWAdbK2lcv1jPkUIya6/+Q1vRUuVZW65+aMO04hvk/zHqxZwdb75G5s7HPUaTEBPW6jDghuFoU0Y8Wg1fkWuC1AmXmW9MhF6Yn1lF2Km9fFueKYHLM33WGJMC18pPk9x3AJlr6OxvbfB+2pmJDNpRO3TMtaJbaAcYG06EQk3bbNoghmbW16w5WoaBLbWkWXYz23V8ZLJGosEADatk+LpoDwCzzHraqb/VA31sdsLfuHnL1gCh0JUMLH3rL1EGVu5ov4EEfQCrMoC5ttL+zEgDD6dpFmgpI1rzOJO7tUfd8SNrgqtFCt26O0F7DDx1jeZfdffNXaHt6adu0cgTGPBdlpmeunUftkkiQGu/SH5Mgx36GhT1/+q16zIRQkMEQNaE27tAyJkdlLQDLZWrf5nF+JRmaFctGqE2u8/9RMP1MfNu4LEuHpjawJcLx2Yw6gOoyc6GDRvShwcP7m80nZrKAMYNQikxK48eLzz/XPyxJu8sLcUvjYbTg0kogAZs0caGJgB+/769wzv7mwvDUdKrL1yIiwCftPYey8ID/SB06K//5m/jFrClHJC1Jpzy4qPu+pifU8geTbMGi3TkFfw3Y7AUrC1FwLIVG+YYBsdPAo/SIudkjTe/4iWtEOipIDhFwHzLDFhON/9jTQCljPglvdMc5PV+Aac8dJyPpPwtWzZHm1TOnj17hx/96Mc57pO2hrmKQDoFqAmWZWJgQO9XuRjfR5mADLYTnvGYl203ceXSPNIWINNXIxBS5QA2HeVdpgfNCTjSDGzZZtswYUSYN8d15uyeS2EX6mvXlDJhmPTAAMh6z8isbNomrYmANPdBrbQZAiaE0GgfgZ0DGFtcnfwDPPPbDLW2o4N2S56XmKHaTqCqrRncOrACAX5JZXifEExYhkmr7rGo3qv80BTt0BVYS4RHudqHppML28QOII2PzgFUJ09mMDIJMPHpp9GAAKqZUzSXmG5WmOjbHKV78mS0d+20LDAD5iefBIj1TSYuTrUVPZ5RR231je7qrU5opb7qVryRel+2+AHwabNv70q+5S0BaJqV7zlZ3dL2kjSY4XMDAtkCtIAM6HBZ0KjNDv/svYNZFqgOtkszCKgfzev1V1/JTuP2saRh6S+Dr2fwI62yDRrzMjFjYMeLrJv4T/vWc2SFSQ1wRBKwYJRLZkySUCoMQD6AlEaHJ1lK2kqL974VUgDYbLy2mA1XD0DvPYAHtMwNGPzFDqMDPzklTLv0Ly3axjZ4mznOrNd3eA0W6JPXX38zPKAeaKZOC83IO5raUtGOW3YI016B77VjejrmCv6bMVgqqJJwHwTEE5ifEMTcmsIoNMUGNu16E4YSxALK6RGGqnzzHXBqWiXAQGRE8S2/YkTPKhvxfu1LDye2kTb56mtvDI/95CdR7WkfeXckRIXDW2yYDpAuz9M1ZaRdwKMLOEamUQGGav/YWANMnRfGzVkubacba7ubcE31s2VaLCZB9mxG/H6ELYbCGOpSGrzOZ8Zot5Ecg9EUvIv2zFZmTAP6SwH6wFnCFEw9nxJY9QwgAIOx5jgHVu1681MCC9ci1MzxHpxd/aef0UBCExo0EKbx0b7EaRJ+zyvb5IR7ljUCExoSQZYsp/QcjSqaWVbrNGtC3h9brmeAsBHw6dMBD2ASTa/3y+237RqefOqn0Zy4UphnaIhf9bEjXtHQrLBZVnSnzaB1/HRM/Tk0TvuctxApdUGD4jU0V088cTGN4YPGK6Fz35VJ+4CrNtLc1JV7RF4+Iikkbg8AgQYAVlKmsoX/eLfoZM34+psa4NAemcomXYDbW6+/Fr7QVvzAtBd2pb4AB5gCLnKgn4Gk647IXb5yZcDO305/BNj8gWav9TtlQqiQXdfRUPuBD76UFzo+/cTj2S2JOwQgO1mAqf5Xf/Hnw/0PPhS3B/8yzdckE17eunXbMH/Bwuw2ZdISrxet8RYtWN/gG/2ubZQCSf3LKqNVHj36QSZxxDvrc5M6FCflAFQTP2TEPX1uHwiYcTVpxmAJuCQFFtNoWDnwp6asvPBMaZkN3HSaT4jRNZfR39DVaDJtje1U0+J0DAb1XdpkdZY6hOnmzx82b940WONNu9mzZ9+wZ+/e4dlnns0ZODpPxxbTLV64MFqHA8IIZ+WTH2HUplXJW32lVnfg0c7SHptuh3GVBqKO1RGe5yMlHBi++YZaqI88dbhOJiCSa97FKOipnf4Gin5j4OHnx7pQzx+WLm11NkmhXjWBhEGbE9w5O1PRADCyRNMDDoDHWmDrwAGn95nX1Xdjc+cMFyb6xhfZt3BsmJpsz7UJjkaLqnf5K2l6zCZ5y7N8fY0P2nGmgF1bmI1H+sz93Ivg0Mz3VBbn2L1qRMNlovpbcLsQE+Y92jLX+a8e+8mPo5XQZBx0ZYZWefpF31tdAjhdUz/AbTUWQMPH5c/FI9owET+zOhn0W1QAeqGncg0wNXios+dKI8WDkoHCCZDFR3htYV9/rR6uSwYdgNliKqfiklCW667xGa60q/mHHw72HsAb3qedCbjXvr27385ABfTEQeID9FLfAgvt3rJ1W0xdtMDZAAgQ6SeaJY1MmX7zR6KzwHETJfLFt57dsHFTfpvJRr9nnn5qcISvFhmIxE6KzvjRD3+QSRtLH5WP5wEg3zBeZw2o51133x3goqmy9OwExads8HAfny1a0uYATDYy07lcyJbNUtAeqDqKpOgqf/xu2bE9LvkvJybORS7ImsHAEuerSTMGy1u2bU3+YhURD3hJKkdwEUWH+h7VLj1TDbn827OILmQGAGmkTjEKjn777VllKUPM1I4d23MujpGFz0ZMnaWFTDfELOc5BhfiYImg2cGmxXQtqmuq6qBuVT9laF/j6/FhTryVDdCAuudpbpgPCGJiz5t0wXjAwQYaFbCu7hhYvZjonhUaYYRTltHOddckgGl23gQOJtF+dZNPJkK6qeJvzI9eaEPDA46X/m6CSUPh95Qw2Nzxps0RzsS3dQEm6JK+kMqXlj/6f+oBbDKy9WfHenye69H60K4DIhNa/Tdt2Tp84YEHsuch87K0JtkCK23hrmh/Tw3np9pqI9o0wX7woYfjB7OzN/oBRHSnceiHHTt2JHTEb3Td/fbb0XT8zQen35nqEvoUcNFUCRMQ1G7tQxcJP+pLNCpznMYtlXZLW5a0Vz0dvK4v9LcyC0yVp53qrfwAWs+73BK+mS/qhFeBjHAatNGvAKRWuex9++3Ub/W6dZlU4ZJBa+CBdxzrIIAbiDGpgWfFV9J0PaMe8i43h3aYTALOLLAXnns27d66fXt88YDMO3iW31NsqgkvILRr1205O0k7mex7du+ORqvNaMV9ZBklWVQPrhE00FeWmZIpA794Tt8mitz7waPfT38b+IGq/lT+gQMH4i4Q8cDld+JkO+1U+fyTFb/MN778huXROL2rvfrnatKMwXLb1s3JX+DvSy+/GnUY00oqX0Djb78LgFTO35ffr+uey8d2YEyWHiYkb9elBgRz4v8QXO7YVADzxJNPDXv37B04pRGYf8XyJuYBhvM+IUNk+/Dd98CDyc9/yvepMtRPOXXNb53QYoeGYTxt8l6rF6ah3RgoMIt6mwGn7hMsZY6PL0r+2uUZJoH7zCffOo/w+I2Z0dF7BLLAAFjIWzmYCoNZvRAQ6SEfgBZT8hehhXf9rQ2EXdvkLR/tI3TaDQQkAi15rsFv03wmaJulZXfzOfTpJiLhBtAldIQCYAIO9wCiOkjOX6e52IrMNTuDV12i6QHMqelh0dJ2DpE2MAMNfrTBvXv2xEdp0qvopT00Fvlxb6g/bZEPTYypyQyz5o5lNfCASjSnd1ed0Uli7s/toN3a0druOQMuetP6SszapF9zKYSefJ76ubsJtM3ffK8Tp871ZaRt0sKEjby0Uf9Yrw/k9IMVNHifuakvxS4K/QHE2idPZwV53zV8JR+gjS4GXNodmgEOxz7gD+au9w3EeMwAIl8TIHiDuc401wd4DE31l3YY5M1qW9Zopx8guuDaa9M/QBAo7927J+VkqWLfDQoIk8uvfv0baaeyaJ3kQxvx/IF39ic8SnnaoX7MdQoZTdL7rhnQPCOmU30keeCByNaqVcOp03zQR7OkePWqVcPZM2eHTxJBMC9KjXe0R3uvJs0YLHWmpBLQXFgGousAxPUdk7oDjmdVbDR5xsd1DSewfkcj6StW+DsRYfRdxNp+y7aY3ZjkjTfeHF548aWYYHxUCGoUYgZ7Vrpl+/bMdnPy/o+/+suMnspTrvzVYxQoq57KrU+71tvQtTjXvMs3OG/uvACboGWMWhMvZskt6+KwtvW9zjRLfuZMO10REx88eDB1Ioxoi8mr3aWtqKukzXPntr0cCTfzeXKyhea4730MiHEidEJoorE300156mw20XdpkH6H/n2CgSBKvov+6uK3Z/PuiP83D/f/vDP6nsve1bfSmcnJ4YVnnh62bt8RjcPqlfg3+6ww3zBN1scstWQlDPqIRxSATiMx+QDwaDUmB8ycvv7ameyEQxsz0BAymhhAUGegwn1BY6x2oVPA3OqqLqi0JHkrE82BFyGtd+ICWNDqNj5PWE6Pfe3n7Zw9M5UQIUIvT0D46SctjhId/A0IJH0A0NCBtYB26ix+0cCun89duBBAU754UhM7h372s7hbgDdNOMBy8mTaqE2SAcbs4uYtWwK6Ni3xvvsGavJiAFBHPIPvhDYJxr/voYfznNAgVg3NlvYOcNXfpA0Qt1RXH6g7n6T75ZfkTwX2QInJzrwGxtr2pV97ZHj1lVcSIwlkDXZiMJ2NZKBTF4BMM66Bktaszqw4ck6eaiCmwSqHPLlutl5d7rzj9pzwSIbcJwNkTJTE2jWrQ6cr/W/GYFmCC4xuXL8uoTBQHEiczo7IDVT4GS5H7nq3Kqfzm2Yj1rFt8WVEA5Q6r0DUqCUC324i3gGS/BN8U0YyZpWyfIxEEYxu7jKHnfp3sJsAwMT9aFzdXaA+udaB5VeBqftm+Akh5qp34qifMwz8bxif6aGdOgXjEzh1tlJHJxtY+H1t/IshjKoYWJkmHzCD6xLTyW9lNwCclyVvBJm/xzvaqyxxlpbwoYFBC6Pok9JE5IG55aM++ZiYoV2KaZxoAOq61ICiAdwoUGJOzzAtJe+OCfKdamZWaWjuKVPyPLqZ/a289u/dE+2JkABLz6i394GZ56cdg9u1ZjuI03BoKfx0AqHRimC0ssYClI6LMHASUgIloZe6oKWBAg2k6hv0kxeQVAeJVqwf9SmepCk2Tbxpvvx50vgCRxC3WNSz58804O+TO0DFuy08qvlzgZryyrepvQLL9RMNn3ZpUNA+9UELE1vqCsiEEpnRF0IFKH07axvAoCFeEglgNhyfes+gCvTwhr+ZpuSXCS4F0Lo/Vz/ykeLTFnh+OK4b4T2Cv/mElaMNFgbQ8CkMFAR5k8VVa9bEz2hQM3Chu3N8fLPqtm7dmvLv+UI7Z0ggu2Q/S/2EbvIG0njWYKfPaccsPK4kfQj8+amtUmuLX9qCAnJnMotsHf/4RJa/GtAMXqzAVStXZCLYsdZXk2YMlpW52U+zt3ffdWc0ud179kVjImvRECdpQU2TYTrqKERGDN8+EoHHMImnHAlE9+7GDXa7vjFa2Wuvvzk8/sRTmaFDOIQCTAkwn56OpoG5dRYBIpQYHMEwonsc3BhAUnrVowDJM3UtD/VnLv/tGf5VTeDct76bQNi3EnML3eBnIoDay5eqQL8lM+RocnpeC5spgGRWEGz1UG+jP4FBC39L7tVMN0e+ztdebajnMqFz1tLH5gvF+AWiwBXTYCh115YCDxqT+kuuq6++qd/lf3Sd2U0ryTPAsJufpUHKI+/2gYXg5j1+YIPIuXODUwwBIBPVbDCgAJIGWn0HWHxLQOHj41Ohg3wIunhUCT8Im0Jegkf4bZ2Grj40Ke+gLS0GnYQsaTf+kypiwnV+SzSaTkxl2xzD+wK80QIAuicBiEs83AZSGlj5gBdc2w4jA8LaAnDlDwRokAYfYUFoItRq285b40YRfsOna8ch5QKI9TarSIgRsKM9/TybcBhUbdPHvwdYyICYXnzB1Nfn8geQyuSmofUBM7TzdyyiuG2mAjSee//9n2UQnpfljwCybdIrH21Gk7bhy9zwvB3oAXXo291Ib7722sVd8x946OH0LRo6b4nmb1C3bJd5Tzblq71AUV8CTYHr+hDmUDTkr//x6ksvvpi+wutois/lgTdM6pA7E1SsP+6xpUuuj9KyPOvO/x+b4eGQrjWYuFA401IlTbIAkI4JOaCLEBGqsZyj0uKn3Cf0HmyaxiXg0gEbbr5p2LZ1SzqCBvl33/s/CWoFjBKmLw3S8wTCzi2t48ajofELMg9KTVcOIaSCI2aAEVCPuAR0ouQb+OSZDuzekbRTmQKT5a0TPMvUVi8Cwcd20vZf/RwcHc2P4oRBvl7MpsMJq9/q790Kd1FHZdOiCBnGAPhMGMk9QEm7BHBZpZGwG7RoQbj6Jtr+aYHxbamhNhACSRv0TRN2bW1AWRqiZ4oeni2grOtj4818A27yAXaA0jtoXclv70az7MAbQOwhQ6WhecZQQmdv2m4Df2a3wQePvfTSi9F45vUQEJtm0FwImY2XmeZvv/VWls+hLToZOGwLiL7aj276hYaprunLvoorg3bnV/3JlWt2GHCiGz5ulk/T9rWxBpfEg/ajNJixNG+Ahh9oSsxwz9CiKQY1YAFds+b6Yfutu7L8la9VXbz33rsHhi3ZOHcyfksDCB6sZKIH/2k7kAR8vrVN/CmLjYYGUPkKAYo8WG8UDpEB2mBQzkTUVNsM5pu/8ZvDX/35n2UVj8By7gjH4QJgvncz2ACNxnrvffcnIkG+wJxWZ6eiaxcvim+alvuN3/yNlANMneQoKZtJThHQX959V3u3tJM1T3y8JP0N+PSlpB4Alu+VvHg3g1N3I+jP8mWK0DDjrb/54E34mOdoA+i8S0CVnGf+3xVrlpW1jkNAlYDcOl3DjAI6isA67ByD2ALbRr8RVKOzf51h5Wf7/w0bboqGyhfJH0p9l6eRH5EKtAAQJlG2YF2bAgAUgqNOMacSjtRNwXRt0yjbldYCdYmAj2i61TGuK88zdc3fwEd8KG1J5wmTujB1PvXTecrmOlBfI7e6OnXOSKfOztSxusA99HEN+NOUMT1t8fDhwwFBgcSYxbO0BkxFwCRM4l1Vlw+g1HaCeE2fEGKCcf2hoWcDVIApmtalmFn5yXeUFq6NgqR32nO9D7sWeIEG1oEyD4z8FxDs75XWGbp2YARiybNAFXD038c++GB4/Ec/TL8CDhs6oK/2cVkwDfnjuGM+OXlCAxKWYhBBT6ntzt1WPWk/Ldtz6oBW6IKmzEigARRDA6uaxuZEeysQEYEp0dKKFuhp9ZRBRmiTd69fujQ8gvZAUviPYyLOT7SzkmiEBm7tMDDgF5tmeNegJbTKSheD0G133Bk+AiQSXhJGxPdK6wRMzoMy2bd23foAAbAkEywTbcSLJsaUK04TDcWdAhPHUAjHwltcVPLUTy86J7yfd6St+/fvj29YCBGg4htEu9/5Z/88vkdlkRF0922TZOW+ZpXQqtXZXej3/uW/yqz2U489FhBGL4BqUEFj9XLGO/43ORt56JEhLDF8XjzOf6l+6qZP/fahfJzqp1cCSbQ1GazvLUF++pnnhi8/8qVomwsWNhdOCHsF/101WKosja7MHRVGLB+jl851zey0Z30qNW2zBZTbPu26xYsG53c/+oMfRQAEvY6CpDw1GljxdWFaZpxwIEBpNObsL80GQ15Uc4FBFdyB0Z/AD0ON/lZGXatOqG++QYmZoy38P+PTQ47Txfz8kpLf6ld7VwJKHSkJb7LsUidjCOWpBxoCRvliePTzToElraDRs/kqASSwnsgO5y38wjVlN1BpJnXqUgeejY+HRiZQzOQmzW3hMTTl9ncLb1GPanf1GxpHW6ddm7jpTOq9er4Att5JP6D1CN3l691Kudd9ffJXjgRw1DMCxYS3ae9118UFBCgOvnsggmuShCXxs717Yi4SEhp3uSD0pzIBAoBGc+mitt5jJQkt0CwXg7+1A90lAGHGvNK6VasDsICNOV0xrRM2mu3+Tz5I7/kwtbUH+I/PbXtm6tdEMMyfn53IAeGKhQuH5atXRnuqwHH1YF0BZvGq4h2BCj+l9tMeaVu0bXxjKWxZLdV+3wZxbWSxqFO0cAfoOVFyakViEM02i2PdsGFjlogqQ15Ngz3WzODu/963b29oe+i994a1N96Y1Wksgj/9z/8pA8ndd9+TUKfXXnstSsBd996bepYcv7t/X7Tu4YYbhm233BLw5yumhTbePxN/KV7A65QEE0pcKqIdKExtoG+LOcgS3gC6tFrHTOy6dWfyEvoI2LNxzv9vsMQ0OpGZZBKjaQoN5YuhAp59tYdrgIYmylSO7+70mZjwT/30wPDmG2+0HUeOH48ZKo7RkFKmpLyMmswuvwOM5Vvrwl3CSgBNKoBnYqme7vlNcPJ3B/ACTd8Fysm/g0E9mzx7fTAaxgdGQEodManrRrVTPRi+gdpUHMtMbCMcLZy26Nkqr/yvBJMQSMxFgCo/+2l6Fo0xDm1IO0xgARDPCY9Rhuvy1nLf6u+72smcJMyeE2TvnpUrUnueP7NpsMoEYARMov1UAmoBUH3QwU9Zea5fq+vKyuRYB1rPAD/XAGpoa5AtoOxHaQAWzE+ogYr6GIRM3gEJu0ShseVywAIgeg5genbuyCmYBtmFjkC+OBs8lnbRcoAQszuz833CivZVvl19Ef6wfn9pX1557FjoyKdK8zUIoav9QZ3PZHLG3wHJueO5j47XL1saQF69Zm1oJdTGwP7pyRMXtzYDaofeO5iNMvCE3YcAMjAEdGTHoBpfaN+YGUDgD4MEbbHJWluxZOcig6gJIv0JOPOuAfSaa6L9qow81ZmGrl3aLeFJSglw18fWaz/6/X9IWXrcjLk4V/2kL0w8feuffieAZfLmq1/7etaSW9VjkLLkl+munurz7e/8VuJilUmm8DzephErU3/qyyVLxtK/+lg/Akz9gl7u+1v8JowQfC4ZOBYvtr/rjQk3DN/33dHywBX8N/7d7373u1fw/MVHFSphdOYlgeWExaQaYAQ3+SHpONuROSRMKM17P3s/ILln777hpZdeDlDa6KA6GtF1KCLpZAwivMBoBxxcDzACtK4lqgfhS73UDYAqfESrjTADy7Fmjnr2ooD3a+2Vpln5DQjrGQNDNI/A8BAfDuBTJ+31mzmCIbx3zi7WH388rFq1Zlix4oYYoHyYaKWN2osRMan2YhSmDlDCtMBLvhgbkAAYJp33aFzKjWAdMis4hMGawLQworzbnd9AxbPV5ozIPUzLaC7/0CX+ue6n7YHUdc8EEzqX/640+cYJbVCSf/qAdtgHKPTznlS0zB/97+pDgkej07bsms5P7KTCRYuiUQJE5nLz2bYdiJzdrl2usTZMGAg9SftGJg6BQhO6uYlDtKMQU9mRGUJU/BY7yHxX5uLrrxvs3s2nV+3RP9nr8tMm5ASWphMg7ZEQgFLfmbxgIhvcPONd4G/CZustt7Qdw/uxG7SoJcvajuL4RR+iAa0OYAEMkz4LBIH3+N4D+/cHaPCAvjUrTsP0Pnq5pr2AByCRI9ePiqvse4Cqj/bhL9aQsBtanTLIsc1f8KXnli6xl8HZhAIJTrf5LwXBJKdnDGAGr2effWb4yte+nkB4cY7f+a3fikb3F3/231O3Bx/+Yvj7Dbskffrp8PVv/sbwyisvRx4sJJCXfPne9QP/ZlOsTgXsyBV/rXqalMPj2lmyQnskQ8DT8S4GEW1xNg9NE1Dj47IUiw9n8j1jM7wYppjdt2u+MWJD+NPRqvxt/fT11y+OT9HB5/yXKgsgs9jf3obHPgry69hoTd2ZiznK8cwfgzictwiJOMpSdhPcJtjq4e+m27QYv9S1azMluGWeV90RqZhd3gjrO+8mHq5dK2ICCoUYCOq90c7SmZgSUHJBKMfqAqY1BrB7i02Fi8EJnESYdDR/77Jli2P6yEu71Ql9BoHD3ZSUL3Dmw/EM00SeRlfg4R0fwslkV1dJ39Ckms+1zTbTktGOKZkJmw5iAegebiMvzxAqZRdQJtP+X10P6F6mZdZzNEn3AX9+c+d0t4brgMYHWMhPn9PItNUxBMBBG9Hd3yYfAAAWUUlEQVTWRAZzPHWbmo75DRwIGBeR397XP/rUhzaDF2iIfGu0Lff51wAms9qAeKIfAQIoADRa+F2uBcIJBAGNgY/gqi8N0Ky3IxQyyHVaNxN8UY6G1dfaZO37jl23ZYkfwDZw4gcabWJ0lywNH6qjbdvkjy8F4KORmWDf2mk/SIOJAYOGjSYxO3OI3pLwiJlzbTDY4gP+0Kx06f5jAwG5M1GJh1h2zuS59bbbQ1s8mNjW/ftSD5ZM+VRvueWWzGI7xkO55JZF9Oqrrw7PPfN0ZrePL1yYGFL0YjGIUrE9m7qKAtCeoi/fPfMf3+offaXeXCwORqN54m0Whsk7tBFCJ69YWh8czQBqTuPDD4+1uNxs82aDmxreiytn9j1jsKzsqsPqbwi9etXK7ORBY2Q+i420NlP64MMPhyee/Gn8S8BRhxrBCIt3fWMAvwkLoEEgmgL/B18J0Chm9+2+ehBYAuxT9fJbfvmb0FcAOgJ1v6r3EdUz8isQ9p57vqW67tt1bVMXt/2NGQgNkHJdZ9dIBiyFtSjHlm20bqFD7me7qCOT0UwxBGYooMusdlattPWrnpcwmOS+jzpgXv46M+3Ag8+L4GBgZiefDlDURvUzYvvWbuDDV+VvyUa+hHSI96PRUBsl/SJ5zwdwjKZcv+zZAkLPAUP9nHf7BI/7rgEuSf/zCQI68XqEkjakzmhYoT8EwSxv82NNZAmkSQwzvADAO9qmz9CJNoQmAARNaFmbt25Nv+FD/BZLoMedFsAxw2vz39rSTh5AXDKwTEy0c81pqdaxS2In0Uc++lXyDjOfGa1vfPSNdzy3MOfBXzscPHAgz1937ZKLwe2sKs94h0ZIHt7Zu3dYd9NN6X+gwyzVFnyrjkxmICjhH7PMtko7fuxYwNLgiidMlqGvjTpKA0YjvAi0DRJ8pALLDVDMW6c+shTxhg8gVaa15GbdgbbrNuAwe75x48aUYXMOSV8KdTLoWYapHmTI0RXMeTwxTEwktpJ1IKE1bVbd9CvLy4BDkyZjtEgWhfbT0vlS9TmsOXTo8LBj+7YMROvXt2eK55L5Ffx3xWApb0xfgOKbwNkaib/Glu2C1QEkZ7HREvMS5DJREdN7Zy2567vjGDmADZDEXLRJjBEB62a930CjOso3wHQdENZ4Ea2nAyZUcX+s1zn1vswkdN+n2lS/815fAVDACaTEGhLuAh6jsIkq4NlMiHlpO6bzN1DjZ5w/33ZwbTd1baVhYhbJt3YLAPYOBvKeMpTtNwbxt2d9l3knngyAuO89qeiE0VrZhLsFX6sXc54WFcFidpkIyT6iLfA8GvTQwn+SYZ8NBgRFHwNTpQLUouHl163Qcc+7RADDFq1MKND03KcpNffE8QAnoQIGdtVGA4JOOyQ4BBo4uV6byWo34UEffYXO6AecChzxJToBD+WJPSzQtKMPXqVhubZ63frh4Dv7UzdaWyUaNt4FFEuXL8+5M4AlfdSPBPY+jVL9ATkwob16Tp354IGAtPvNN+N6oCnJe/O2bRH2BJ33Eym1lwzRfIGO/LXX89qjjUACGKGhgcPg4zfgY1HY+R6AKg+wkU9AbHC4aePGyBbayc+AJaGHvV8NcOotX9uuqYO88ETJpP598fnnApTcCCwqJjO6qK+yBJmbxFW+vlBvm2zgBxomrpIPvy5cwNs1y4+f0ZMMcF9Zb84FAGPUW52ca05j1d9m879wz13pP260TC7XhGZaN/P/rgosi+kVg0iW8Vnet3//O1mGiAEQ1ajOrERsjcGAEYh+9IEO1NkaT6U3OiEOxvLRcJ2GMNUZvv2dT9cs01ySIRXw+V0apm/C2mdbCY+n5aUM378q6bAqK0Ke0dS65+kMDPbFcz0a0DXzA/TaZxMN1aFZ6EAJQDWTuJkVylUP1yWjKC2QhohW7hECdJRP0Q29mFJGULQhgExAbQitJi2jWxww8Z48A+59RQymJXSeZeoBTOVk9jdL4NokzsSFXwzt0c76tPo2oHQtf6PviAYaAmhXv375aL5s+YrhBubep5/GH2eihQYHkEqwaE2lBQENIOCcFXkTOh9lep7pqK8MIO2c6OYCQTdun2ojAeMHpMGYhBGCRECZjkJ3hPJ4ltlr7TRz2s7hQFEdCLykX0ozdg8d0FN5NEGDj5jcm7duSt+8964dkM6m77wPGNAcUMhLstO5Mu657/4I+jt7dg+btm5Lme++sz8rn97dt3e4/Z4vDGagd952W/LWA/IhRzYy1hYAFl5cunR4/Cc/Dp8LdcInaCB4Hg/s2/12nl20dFnA0bpyGpvnvG+ixL6W9pW0qxAAxJviJK3zdkwEoBPnapenFStXpb5Am+Z99z33DI714EeWmM/wgMksVhMvK6tCmgCoAcHHQG61Df7FWt7RThYqQERjcqT/8brno8SYWOs0FVVz8uQnWeKI3pdUqlTniv6bMVginIQpNA4Injh5MkfLvvHmWzldTydRi1VeZREWQ2E+7yOyxmEUHeJvHeZoTrucAB33K2H+Vlb7BhRVPiF0r7TIeqe+o/X0Do/gdrNb/hm5YGlvj7rJ1wfYlqDLSxn1aWU3s50pIgW8Fi7IaA8YdbLwoLHEOS4IWKIF7W/RoqYRarcPrcaHhoKe8tJmKyxooLQC9GOqG2j8Ri/1VScaFvOICaVd3sV8tLG5c22Q2sJW3PO8dhFGTEzjSf2nmlapHtqHofRXJWB0kT4jg5NnXa9UQFl/13do2gFT3bxjkOR7MtupzTQW5ZeZ7BuIWXCAJ2gIJvdq7X/xhTLQ3MDRBti2tFT7tJmjX/6hX1+SB8hoRQQPH1rXTNCAkW3ajh4+NNx+192xbPAzQbVGXeImqIgA+RLMxdcvCdjjQ1ohYFUnmjl3gnzFKCqXRug60xoNtO3Vl15M8Ll7tP2tO29N/zuMjLatL/fYNajvHr/mxhuzTdvK1avTl+huhy0aIz4DJgamkzTeZcvinvDt3HAyZ6DAQ81yaNu1GQDkj0422LW5BT5QP1uiWaFTk5IGYnwHhPQbS9AZ4LTXO++6e3jrrTej7e3dvTsTPcx/FiJN8o4770pcLCA9cuTwxWB7/YnX8Yq+Z76TL4qT4yGsGKRAAFmTkehsFZBFC/rOJsJVH3xEAcFn+hcWmajavGlj5gwsNy3ZLR6d6feMwdIEjWQbNNu08QUYkduC+0/SAQHJPmqHofvopkEmbTA1c4lKjegag+kAB2GOYEUh7ObaCFDJ7/JPKlQC20Gu8gjoAcOeXxHE/QLJ0Wujz5d26v5omeqpEwAZhjt9ph2vSmPUARjq8JGj2bGb8DCpmSFMDat47JBOkDAh8xAToQ1ntnLkjenkQ9jbCXgteL0J4CXgZj4BEWYJoAA+aIrh0VR+6igfbfYNlA0iysRUE/1kRQAAPGvix3cldRpNBESqOMu6H7r2e3WNIDteOH1iFU1fiQT0x7rpry7Kp1F6TzsBBIY3myymkEsGTWoyqw1ebd29thr2vIuf9LeNZY+9/374EwjQQNFIPmJzCStNxiSE2WMDHP/h+wffzTJBeys694Vv0Cw0f2O0oeXLL9JMvS0pVC5goeVIwnSYrzS/d/fvz3vepyUb8ACafsBLfGp333tfrAP1lPQfza9pp22SxnUTUB99cDSgQpbQlF/yWruOr1iRv2npANH2betvuimyZvUNYKZ1oU8muOLKmQwPqr8BAf3dI5/qqA8e+uKXcj65iSFxkL7xp8Hm5ZdeTJts1UbuAZswHXQ2gP/O7/6LtMPSRbPkgtnJBN+9wR3/aoP2cmOhp2S/Tv3L0uSPL+XLNfLAvFY/MqQPDUSsijLTwz+LF4fW+J+LxXES1z78UIt0mINDri7NGCz/+m/+LiVYNcAUwszMvwhm3w0aE5RqjBl87Poj7EdjgAPTNUKULcIaQMgD4Xx0Xv1uQtE1yK7RxmdGW73cdB4RauTwrgQkKumsIb65qaZd9rAiZUp5Rz3qhRGwVCf3zWjDZZoiJjGSA0WjoZg6TFCdKRvMZbS0jb5ymMUg3GTP2bMLYjKhm3u0wamptuoE86BfaTK0mDk96iDV64ekaR/mBJoYVnmYhFbpnjyFXqiTNgDpiQq16KCobP3mvdI4lOF9gtTq3Iji2V+iffdBXn4v9EZXGmufBZfLpWjNFrvJ1w1w1NGsMCCnSQB8O/AQrprxFIXAf4kPmJ00IbGXeMh1wCgBQKAi0TxokgDPedXapU60HX3ob35J4PfAww+Hr9995534Q5fcQAO1DRp3yDUxleVpgw8rdMx+R2vs2r46Ay2uDnTTj0xZ7SMz+ho/cJ/gHRMTLz73bDS7nbfdHoAB0M7YduKmPgGUkgHNoKhdwE9fshT0u/zka2WOzSP4CU3GAOkTx48HPLWTNi8/WjtABG4mVrgSRBegiQQorbPHT/rFVnfA0BJIedLyH3zo4SyF1GZ+SIeSGYycRCC+0n3KFPeJdthWEWDTDmmLH/Z9HLQFUNNwD+zbF1ooS30NaCxUfnfvAUl9xk8JPMW3Hj3Stmoz+JjsNGCZvDIQeh4ge98RLkIXrzbNGCxfefnllMG0iT+CmR3hahohQdT5RkjL0Yw+gs+t92aWirmisSBsTM7L/JAFkAohdAWUAeORHdNzvcxlz3bNyXslnJcTI9cBYjdHdUKl0XKTR90o8BwBTKMW8PLOua4dJB6s7w6EHgTCoKCdzDiA53An2iim09EC050nfqpv9CBfCeOqGw2cYPpN2FwnbMxonU/Q5Q/gmnNdgPrS0B5III9yaVxNuxWf2XZ1V457hB8wao/y0bzR4hf9t3yprktorbzRVJpmXWMCel5+leqZKqOu+27ta9oxYSGI2i0PWg5zC+3MhvP5+Rg41m+w0cSpLIulyXleGw1aeIRG4Vvic7NrN6EjfG0pZANj/QVM+CiBnv5hDdgE1+mKtflFruPd7qLgSwWWAEse4isJvfYcOfT+sP7mDRc1VZYF2ulHJji/INAAKnjE5IrDvPAHbRpQHn3//WHuvGuGHbt2ZSCQB7DnE0QjgwnZoHGrN+DTjwayXbffEd8lS0NAO5lUXurhCJAeduRdE1hoB6zQXR0A8o9+8GiOiADC8nXdscv/5vf/YPjhDx7NDkLoD0zxO/oAR7wFpL/y1a9lpyK7AwE2qeqIp5RlswwJX2gLOmoLvjaoUMrEq+J1A5b6ttTkwOAoT1EP6pg+OXUq4WB4Sb3EVdYRL2TOc9p7NWnGYGn0lnRYtJcerKtgBKL+O3/j17/8yLBlsyMy56RDoTm0B7AffnQsRKkYxQJCxJCqEb59XC/Q9LvuBw0Io+cIRBdMZQKSAs0iiW+i633i47fnQKZ76h/QKSL28pNfdw94t/6uutDYJI58JlHhQ43YBg/vmIWjiVb9rSgI6E1NRVg+FvsWn0w76pRAABgCJg9CZmQOUNVklXrPnTucOts26aCRYV4MJ+hWU4zE2gacMaGkHyQTO+pDcAhTmeChX9radhcqf3PV3bt+o3GsiG5+Fs3VuWDy4rXeFhqjBNTcI8B21ImmZLLDrPiSJTFP0Rh/EBKzocr0nrqiqS3DAJU8/e2+fJYn1ArvnQrYEnymovLM6AbMDh8PaIlfRFMmKIDbuHVb6Md0BJ7Mdnz/4dEjETJ52SpN4gJZu359grMJNv9iZCOriJbFkgKgtESTRtaI04RrsLFjOF8gDWvn7bcHhE0C2ROAdgj0xqenoqVa5SNigF9PHoCLaY2v8BFa6X8gDIBoVMDIh+a5YtWqDCIZXKdaWJM604DRzj6UJrvImmu0SC42AIgvd+7alY0uaI14zJp8J2sCWGWbmI2ffe7cxED+k299O0sXDWL2j7RBNxo7suIb3/zm8Phjj13caQhvG7xYBOVLdM27wJ7ZTWulNU/+/HwAUz21DUgWhuAD/IBX3KPZF1Da/YsiU1qlNl9NmjFY2oxTUlEC6CPZzPPrX//asHXLpjB/MS7tkUagkgiq4VD90KEjw5kzgq9Ly2yAWO/JE+OPgiSg8DyGz70CtdSg/+daAShhvni5B6rXPfnLR1v6RhkYOM93kPRbORBnXq+L8nWCbx1E6CTtnLLfpVMQz56LsAM4Kxs8D7wMGPLDBMxi2iiGd981tMGYtCZ0BRiAxDvKkof7npc3OhIWgmAiacWyNrK7FgCZOze+HjPD3peUo0xtc61MRCtlQvt+LK4yw0xj6HRpgJAHutVgBBRpkXnWzRFtXT0JJqAtTSyPOFPluja76W9t1M/qLSZAXgZiWrJ6iJ2MCdbpjZfO9PO+CY/JivLFyYuWRuNSPk1UvB3a0URpGgY3f9M+33z99VxTD75KZ8moC7BAQxOOzz/79LB9562ZHImpePLksHnrNq9EGwUAb7z6SgDMBAvafHT0aCZ29NcqITynT8cfCjhZWqfOno3VZUJCPxBy/jnACWwNBoBLgDgTP/XNuvT5+Rt9pk6dCtj7bZKDLxc4oIHn97z15rBx85bBERzq6DpeQV/t0M5obxWLef31Oe6BZmZwAJRiURMHOTmZ83G4L5iyTGll4h9a8r333hegdkoB2tm1iImOFqHTiZMx3w2EX/3a1+Km0q8WGAB6WrLdlgxMka3uxpAXuSit1bPnFy9umnQ/UdIsvMkeGqhD0gCuYtFeW1hZNioX0seyFaVykb9Tuyv775I9+o+8h9hFcD6gP/yjfzv88X/84+E//Pt/N9y2a2eEGJNKOgVQYgRbJQEAlfRt2SO1GKMQ3ia4l8KBdCSi+a7f3s3fHQSjdQG/+nSQu7wJxg/vjn5CTddbRdt3vdh9mPWnckrTksevTF0D5tsz6upcK5b44W5Y1sKggJvOBpQNs6cTzvBR17TRDW345iTP6+wCPt+0VSBSjM8/YxBRHhAjlPLwXrTFvqdn1RsD6Rc0UR4gzY43Nqm9YELIkkfRBW3rtXw7Fwn9ujlbdFTH5BXtpU16XbzGp9kB2jOV/BbkjScIGfCmBViuqL8JNY0aHQkkINAeQm2AQL98si3fDaGFd7QFH2mfCYHSxM3o0p6ALS2OtkSrdsqk7c9u3mh21DncH0TrExCOx2horCQApM4mWwCtPTfjV7Xa7OzZAJoJDwld3tm7JzPD8gT+yuCvB36eB+78cCVHfGpoQDujyfIxehZ9TITxK+ZZO1SJkZxsCgd50VZ+OMAHePhthUdpn3d27rotoKkuQMiGFUJyQqNr207j+hTd0atcJyYaTUzpP/TCXwD75ImPE/JjIOKLVDbXhsTPyeymaSqDu045BijaN805fbtixbB504ac+S60kDSxBNAAkDLVK+YU3fU78NO3sIS2TOvG32Irrf7xHHqgnefQlJbq4572kR0z9s2q/UUXUhpwBf/NGCyvIM/ZR2cpMEuBWQp87igwZ7pUj89d02YbNEuBWQrMUuCzo8CsZvnZ0XI2p1kKzFLgc0yBWbD8HHfubNNmKTBLgc+OArNg+dnRcjanWQrMUuBzTIFZsPwcd+5s02YpMEuBz44Cs2D52dFyNqdZCsxS4HNMgVmw/Bx37mzTZikwS4HPjgKzYPnZ0XI2p1kKzFLgc0yBWbD8HHfubNNmKTBLgc+OArNg+dnRcjanWQrMUuBzTIFZsPwcd+5s02YpMEuBz44C/xdeihoCxoDsYAAAAABJRU5ErkJggg=="></p>
<p>[Source: Image from https://commons.wikimedia.org/wiki/File:Bradypus_variegatus.jpg. Christian Mehlführer.<br>Licensed under CC by 2.5 https://creativecommons.org/licenses/by/2.5/deed.en]</p>
<p>In which trophic group should the three-toed sloth be classified?</p>
<p>A. Autotroph</p>
<p>B. Consumer</p>
<p>C. Detritivore</p>
<p>D. Saprotroph</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>Plankton are major producers in marine ecosystems. Only a small proportion of the energy harvested by plankton is passed to the primary consumers. Which process in phytoplankton results in the largest loss of energy that could otherwise be utilized by consumers?</p>
<p>A. Reproduction</p>
<p>B. Homeostasis</p>
<p>C. Excretion</p>
<p>D. Respiration</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>The global carbon cycle involves sinks where carbon is stored, and fluxes where carbon is transferred. What are the largest sink and flux?</p>
<p><img 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"></p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>In Topic 4.3 candidates had to estimate carbon fluxes due to processes in the carbon cycle. Candidates should have known that respiration and combustion return carbon dioxide to the atmosphere while photosynthesis uses this carbon dioxide. The total amount for the carbon dioxide released to the atmosphere is equal or smaller than the carbon dioxide absorbed, therefore eliminating answers A and B. Unfortunately, many capable candidates chose these options, making this question a bad discriminator. The ocean is by far the largest sink.</p>
</div>
<br><hr><br><div class="question">
<p>Deforestation and agricultural activities including the production of crops and livestock are thought to play a major role in the greenhouse effect. The graph shows annual trends in rates of deforestation and the production of soybeans and cattle in the state of Mato Grosso in Brazil in the period from 2001 to 2010.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: 'Decoupling of deforestation and soy production in the southern Amazon during the late 2000s.'<br>Marcia N. Macedo, Ruth S. DeFries, Douglas C. Morton, Claudia M. Stickler, Gillian L. Galford, and Yosio E.<br>Shimabukuro <em>PNAS</em> January 24, 2012, 109 (<strong>4</strong>) 1341–1346; https://doi.org/10.1073/pnas.1111374109,<br>used with permission]</p>
<p style="text-align: left;"> </p>
<p style="text-align: left;">What conclusion can be drawn from the information in this graph?</p>
<p style="text-align: left;">A. The decline in rates of deforestation led to an increase in production of CO2.</p>
<p style="text-align: left;">B. Soybean production accounted for a greater proportion of deforestation than cattle production.</p>
<p style="text-align: left;">C. Forest habitats declined during the first few years of the study.</p>
<p style="text-align: left;">D. The decline in rates of deforestation is due to an increase in soybean production.</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Candidates and some teachers found the graph complicated perhaps because of the twin y-axes and although the discrimination index was reasonable, fewer candidates answered correctly than had been anticipated. Answer A could be eliminated because no data on carbon dioxide production was supplied and D could also be eliminated because an increase in soybean production would if anything increase deforestation rates. Of the remaining two answers, fewer candidates chose the correct answer C than B. The graph shows that rates of deforestation increased between 2001 and 2003 so forest habitats will have declined during the first few years of the study. Presumably some candidates saw the increase on the graph and misinterpreted it as an increase in forest cover rather than in deforestation. The answer that most candidates chose was that soybean production accounted for a greater proportion of deforestation than cattle production. We cannot conclude this because the data provided is for production of soybeans and cattle and we do know what amounts of deforestation were involved in this production.</p>
</div>
<br><hr><br><div class="question">
<p>Which process contributes to the formation of limestone?</p>
<p style="text-align:left;">A. Partial decomposition of biomass in waterlogged soils</p>
<p style="text-align:left;">B. Fossilization of biomass in anaerobic conditions in waterlogged soils</p>
<p style="text-align:left;">C. Decomposition of soft tissues of marine animals in sea beds</p>
<p style="text-align:left;">D. Fossilization of hard parts from marine animals in sea beds</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>How is peat formed?</p>
<p>A. From methanogenic archaeans under anaerobic and acidic conditions in deep sea vents<br>B. From partially decomposed organic matter under anaerobic and acidic conditions in waterlogged soils<br>C. From porous limestone under high pressure, aerobic and alkaline conditions in ocean beds<br>D. From bituminous coal under high pressure, anaerobic and acidic conditions below ground</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>Hummingbirds eat flower nectar and small insects. To which nutritional group do they belong?</p>
<p>A. Autotrophs</p>
<p>B. Consumers</p>
<p>C. Detritivores</p>
<p>D. Saprotrophs</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>The table shows features of greenhouse gases in the atmosphere.</p>
<p><img style="display:block;margin-left:auto;margin-right:auto;" src="data:image/png;base64,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"></p>
<p>According to the data in the table, which greenhouse gas contributes the most to climate change?</p>
<p>A. Carbon dioxide because it is the most abundant greenhouse gas</p>
<p>B. Methane because it has the shortest lifespan</p>
<p>C. Nitrous oxides because they absorb the greatest amount of shortwave radiation</p>
<p>D. CFCs because they destroy the ozone layer</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>A</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Very easy question with 93 % of candidates answering correctly.</p>
</div>
<br><hr><br><div class="question">
<p>The graph shows atmospheric oxygen levels over time.</p>
<p style="text-align:center;"><img 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"></p>
<p style="text-align:left;">About 2.5 billion years ago, a significant rise in atmospheric oxygen occurred. What was the cause of this rise?</p>
<p style="text-align:left;">A. Photosynthesis by non-vascular land plants</p>
<p style="text-align:left;">B. Photosynthesis by vascular land plants</p>
<p style="text-align:left;">C. Oxygen produced by photosynthetic bacteria being released from the ocean into the atmosphere</p>
<p style="text-align:left;">D. Volcanic activity</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>This question was based on the first Application in 2.9 (Photosynthesis) which requires a study of changes to the Earth's atmosphere due to photosynthesis. The graph shows the oxygenation of the atmosphere happening between 2.5 and 2 billion years ago. To answer the question correctly candidates had to choose which group of photosynthesizers were most likely to have caused this. Over 55 % correctly chose photosynthetic bacteria in the oceans, but large numbers also chose vascular land plants, including some of the stronger candidates. This group appeared less than 0.5 billion years ago. Detailed knowledge of the timings of plant evolution are not expected but students are expected to appreciate that the Great Oxygenation Event was due to prokaryotes photosynthesizing in the oceans.</p>
</div>
<br><hr><br><div class="question">
<p>Methanogens produce methane gas. What is this gas converted to in the atmosphere?</p>
<p>A. Carbon dioxide and oxygen</p>
<p>B. Ethanol and carbon dioxide</p>
<p>C. Carbon monoxide and ozone</p>
<p>D. Carbon dioxide and water</p>
<p> </p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>The diagram shows the carbon flux in gigatonnes per year between some of the Earth’s global reservoirs.</p>
<p style="text-align:center;"><img 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"></p>
<p style="text-align:center;">[Source: Figure 7.3 and Table 7.1 from Denman, K.L., G. Brasseur, A. Chidthaisong, P. Ciais, P.M. Cox, R.E. Dickinson, D.<br>Hauglustaine, C. Heinze, E. Holland, D. Jacob, U. Lohmann, S Ramachandran, P.L. da Silva Dias, S.C. Wofsy and<br>X. Zhang, 2007: Couplings Between Changes in the Climate System and Biogeochemistry. In: <em>Climate Change</em><br><em>2007: The Physical Science Basis</em>. Contribution of Working Group I to the Fourth Assessment Report of the<br>Intergovernmental Panel on Climate Change [Solomon, S., D. Qin, M. Manning, Z. Chen, M. Marquis, K.B. Averyt,<br>M. Tignor and H.L. Miller (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA.]</p>
<p style="text-align:left;"> </p>
<p style="text-align:left;">What can be deduced from the information in the diagram?</p>
<p style="text-align:left;">A. Arrows S are mainly due to respiration of marine plants and animals.</p>
<p style="text-align:left;">B. Photosynthesis is a component of both arrows Q and S.</p>
<p style="text-align:left;">C. Every day, more carbon is removed from the ocean than is added.</p>
<p style="text-align:left;">D. Ocean carbon is stored as dissolved calcium carbonate.</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br>