{"id":9112,"date":"2023-12-01T23:39:24","date_gmt":"2023-12-01T23:39:24","guid":{"rendered":"http:\/\/lamnghiepyenson.com.vn\/?p=9112"},"modified":"2025-01-31T17:07:58","modified_gmt":"2025-01-31T17:07:58","slug":"25-nlp-duties-at-a-look-undoubtedly-pure-language","status":"publish","type":"post","link":"http:\/\/lamnghiepyenson.com.vn\/index.php\/2023\/12\/01\/25-nlp-duties-at-a-look-undoubtedly-pure-language\/","title":{"rendered":"25 Nlp Duties At A Look  Undoubtedly Pure Language Processing By Mirantha Jayathilaka, Phd"},"content":{"rendered":"<p>Natural language processing (NLP) is a subfield of computer science and particularly synthetic intelligence. Typically information is collected in text corpora, utilizing either rule-based, statistical or neural-based approaches in machine studying and deep learning. Text analysis involves interpreting and extracting meaningful info from text knowledge through numerous computational strategies.<\/p>\n<h2>How Does Natural Language Processing (nlp) Work?<\/h2>\n<ul>\n<li>A pragmatic evaluation deduces that this sentence is a metaphor for how people emotionally connect with places.<\/li>\n<li>For example, word sense disambiguation helps distinguish the that means of the verb \u201cmake\u201d in \u201cmake the grade\u201d (to achieve) versus \u201cmake a bet\u201d (to place).<\/li>\n<li>For instance, &#8220;bark&#8221; can mean tree bark or a dog barking; words similar to these make classification tough.<\/li>\n<li>NLP can be used for a wide range of applications, from machine translation to answering questions.<\/li>\n<\/ul>\n<p>Computational linguistics is the science of understanding and setting up human language models with computer systems and software instruments. Researchers use computational linguistics methods, corresponding to syntactic and semantic evaluation, to create frameworks that assist machines understand conversational human language. Tools like language translators, text-to-speech synthesizers, and speech recognition software are based mostly on computational linguistics.<\/p>\n<p><a href=\"https:\/\/www.globalcloudteam.com\/services\/natural-language-processing\/\"><\/p>\n<figure><img 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' alt='nlp development' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto;' width='404px'\/><\/figure>\n<p><\/a><\/p>\n<h2>What Is Pure Language Processing (nlp)<\/h2>\n<p>NLP is used for a wide variety of language-related tasks, including answering questions, classifying textual content in a variety of ways, and conversing with users. In these cases, NLP can either make a greatest guess or admit it\u2019s unsure\u2014and either method, this creates a complication. The NLP software program will decide&nbsp;&#8220;Jane&#8221;&nbsp;and&nbsp;&#8220;France&#8221;&nbsp;as the particular entities in the sentence. This may be additional expanded by co-reference resolution, determining if different words are used to describe the identical entity. In this article, we are going to run you thru how NLP works and eleven real-life examples of its enterprise functions. Tokenization additionally allows us to exclude punctuation and make segmentation easier.<\/p>\n<h2>How Can Aws Assist Together With Your Nlp Tasks?<\/h2>\n<p>Often, people rush to implement an NLP resolution without really understanding the chances or limitations of Natural Language Processing. This is why it is vital to plan an implementation after some research on NLP instruments and available data. For an average enterprise person, no-code tools provide a sooner experimentation and implementation process. We have discussed pure language processing and what common tasks it performs in pure language processing. Then, we saw how we will carry out completely different features in spacy and nltk and why they are important in pure language processing. The word\u2019s root kind in lemmatization is lemma, and in stemming is a stem.<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"407px\" alt=\"NLP tasks\"\/><\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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C2w7mL1Lt3ZwEKQ12bSWyk4USc+mc9aA1GT\/JlcZNtgyLjM2vQhiK0t91XunHPKhIJJ+H6gaizWxreXys\/EFY9Z6z28i6X0kq3w5060IcXGd7QtBS2wSefHNj2d9VvYTyVm2+8vDbYN3Ps21G1qG+2d2a1Ba7EMecArCEZKchJKU56+NAayqVPPii8m3b+Gzh6sOs3NU3HUGvbteIVrdhRm0iKlb4VltpOOdZ5gACSM+qsn7U+SF0bZdBRtccT+7S9OvSG0OvQYbjTDULm7kOSHchS\/WAAAegJoDV7StkHEf5J63aZ2zl7tcOG4b+r7fAjKmvW58NuuSI6RlS47zXorIAJ5SOoHQ56VjnyenAvoHi9sOtLrrTVV6s7mmpkOMwm3hshwPIcUoq5weo5B3eugIS0rbZojyLWi1akvsjXu494TZETVNWSJDS0JDkYAYdecIICic+ilPQDvqO\/Hl5OBzhb05F3O2\/1NKv2kXZKYcxqahIlQXV\/AUVJ9FaFEEZwCDjvzmgIN1kPYDZi88QW69k2l0\/dodtn3xbiGpUtKi02UNqWeYJ69yal7wV+S2ncQGiI26+6uqpmnNO3LKrXChMpMuW0DjtlKX6KEHrjoSe\/oO+V2z\/kytG7IcQGkd3toty3btA09LeRdrZcFNuOoStlaApDjeBzAkZSoDp49MUBrX4vODDWXB9O03B1fqy0XtWpWpDrBt6HEhoMlAIVzgd\/OO71VHmto3lu2HZOqNpYzDZW67FuaEJHepRcYAAptj5Jfa7TO2dv15xSbuu6elXBppxyNHkMxY0JTgyllbzoPO568ADIIGcZoDVzStgXF55OfZ\/ZnZyXvjtfvw1cbTHdbZZhTuzf89ccVgNsPMnHPjKsFOMJOSK1+0ApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUBtS8h9+6bp\/6tu\/+rUXfKbBB43dahzHLz2\/mz6vNmqufycPGbtbwlL1qrci2X6X9kIiCL7lx23eXsufm5udacfCGMZrCvGZvRpbiB4h9TbraLiz49ovAjdg3ObS28OzZQg8yUqUB1SfGgNynGdN1VZeBO\/P7NLktON2GE2y5bSQ4i3ENh1TZT1H3LPUeGagF5HS87lK4ibrb7fKuT2mX7M8u8oWtamA4COxUc9AvmJAPfgmqpwgeVfXtNoi3bVb5aUnahstqZEWFdYCkLlNxx0S0624QlwAdAeYHHQ5rNeoPK88L2g7BLGyWz13cukolzsFWyLa4ynT9+6ppair29MmgHFw1Y0eVJ4e3IAZFxcjRjP5PhHD8gN83t5c\/Nirw8sZJ18xw42dGk1Tk2h2\/ITfTFKh9x7NXZhzl68nP3+GeXNQB4ft5tZ7\/eUM2\/3Q13KS7c7rqVj7m3kNx2kpUENIB7kpHQfn8a2ycaPFTYOFiw6UvOsNF\/ZLp3UlyetlyjJCFOIbDXOFpQv0F9e9JxkeNARh8ilK3Id0Lr+PfFTVaQamxDaDIKigSilzzgNZ8OUM5x0zUIfKUs2pnjO3CTaQ0EKkx1PBvu7YsNlefbnv9tTj175YzYjS2inLbsRtpenbqW1IiMToLECDFUR0UUtLUVAH70AZ9YrUzrTWGoNwdW3fW+qp65t3vkx2dMfV3rdcUVHp4DrgDwGBQEnuAfjf1Rwo3e8Wd\/SszU+jbuUzblChj\/KIi0AJ84bJ6AYICgrAPo9QanRpTyiOwW5e6FltfD\/w9y7luLqaa1Feu0qyRYzkZlSh2zr0hsqdWEoye\/Bx1NQU4BeLva3hUvWopO4W1sjUR1I03EVcozja3YsZJJU0GXAEqSpWCfSB9ECprSfKrcFGgLZIvW1Oz9yF9kNnDMXT8O286vU68hROM+oKoDv8tTra12\/Y3R+gVvINzvGoRPS1n0ksR2HEqVj1czqB+etN7X7qj\/WFZb4nuJfXfFNuS9uFrYNRkNt+bW63MElmFHBJCE57ySclXiaxGghK0qPgQaA\/QXxRoW55PfVyG0lSjoBkAAZJ+4N1oq2o2g3A3d1zatE6J0zcJ8+4SW2vubCuRlJUMuLVjCUgZJJ9VbYNKeWA4X7Ro6zadueltbvOQbbGhvgW2OptSm2kpVjL3UZHiK6L95ZbhwssByRojavVM24FJCG3Y0aGgnw5lpWo4+QGgM28c+pbJs5wL6msV6nIVIkWCPpqElSvTkyFpQ308TgBSj7EmvnApdpFg8nvoi+xAkv27TtylNBQ6c6JMlQz84rUBxZ8Ze5\/FtqSNP1d2NssdsUo2yyxFEsx+bvWonq4sjpzH5gKl7w+eUr2I2s4RrNsVqGx6sdv9vsc+2uuxobKoxdecfUkhRdBxh1OfR9dAQssu8G5O6\/ELpe\/7ga1u94em6ut760Spji2W\/8AK0EBCCeVCU9wAAAFbZvK66dvmoOFBS7HapU\/zC+w5MkR2y4W2sLSVkDrgFQyfbWjyHcpNturF3gOqakRZCZLKx3pWlXMk\/MQK2\/bR+WS2Wl6Biw95dJ6jhajiRksyRbojcqNNWlOOdJUtJTzd5SoYHrNAVHyMOg9VaX2Y1lqPUFmlW+Lf742q3mQ0Wy+20yEqcSD1KeYkZ9YNeHgom2dnyifEZDkraFxkPOmKFfCUhMgdpj86c15dEeWe2jcvN\/Os9BahtlmQ803YY9ujsvOlkJPOt8lxISoqIwlOQAO81B7Tu7m5uvOOmVufwvMTE6g1RqF5+0RZaUp7Vl34bchOSkIKAebrgAZzkCgMjeU50HvvdOMC5TVWHUdxgz24aNMuw2HXWgyG0jkaKMhKg5zkjocnNbKd34mq4Hk7tWwddKdVqFja6W3ci8rmc84EBQXzHxVnvPrzWEbvx08ZlvUNGy+Be6nVoPYNy0POOwu1PTnTytkcuev7pj21m7in1Ne9O8BOt5+6z8WNqK4aJfgz0NEBBuMljs+zRjv9NeOnqoD8+Fb1vJG\/wDod2z+W7h\/fFaKa2V8CflHdjuGrYKHthruy6qk3WPcZUtTluhtOM8jigUgFTqTnp16UBBneSx3q6b5a2hW20TZUiRqa4oaaZYUtayZK8BIAya3ceT\/ANt7xw48INsa3QzZ5AEvUFwakqwYTK\/T5V5+CQhIJHgTisQyvLD8JsdC5kHbvWD8pOVJBtcRsqV\/rdqcfLUPOL7yoG4fEbp6Xt1ouw\/YdpCb6MxHb9rMnNg5CHFjASg+KU9\/iTQGxPyaGoLBrHZPVGtLG2hteoNc3u4yAPhguv8AMgK9oQU1G8P+Tb2u4g3dbXLcfctnca0X52VJTJjzVuqndoedKkhrKgokjA6EHp0qIfBJx16v4QrxPt6rSdQaPvbiHZ9rLvZuNup6dsyo9Arl6EHorA7sZqc1w8qjwMzpideStmL3L1c02FNvvadgqkBY7gJJcKhj10BjnyhXGps5q6+7X6l2kvFwd1rtzqlUyUzLtciG6xH5Bztq7VKe9SEgipL8amy1v40NiNtNYaIbE5ar1abmw62Mk22ZyokD\/hC0rPq7M1qV4vuJCHxRbtP7kwtAW\/SzamExg0weZ+QlPc4+sABS8dMgdAAOtTA4HvKeba7DbFQNqd27TqadKscl5Fuftsdp5Hmi1c6UKK3EkFKlKAGO7FAZc8rju3C252Y0dw9WCQmMnUT7BntNnHJa4nKEo6dwUsI+ZBqV+5Fp24ncJj1q1fOu0HRB0xCTNdsIWZCYKW2j9zDYKuUpAB5R8Hm8M1pD43+JVjil33uO4dnjzI1gYjM2+zxpYCXW2EJyStKSQFKWpZ6E94qS\/B55Vr3o9B2\/abfTS9w1HZLUwIkC5wShclqMOiWXW3CA4lKfRB5gcADrQGbOFrebydPDrer7cdl9ea6mu3GF\/wCUY71smym0NNHnLpQlr0SkZyo+BNW7sLujtfvP5V6ZuRtJPVNst30m8p19UZbBXJRHbQ4ShYB7kp646179SeVU4P8AQ9kubuyewkl683RtaHkO2WHbWHSrv7ZbalKWnqcjHWoV8HHE5ojYzijlb46406\/Fs8uNcUe59ijpUI65BBShtC1gBCe7v7qAnJ5RBqyP8cnDQ1qLsvc9U+P23a\/AP+Xt8oV7Oblq9fLE3PcC3cOVob0i9PZtEm+Ibvi4ilJ+48ii2lwp+8K8d\/TIFQP8odxgaA4o9e6L1dtXFv1u+xmC4ytdxZQy4Hi8FoUjkWrux39OtSO2K8sJo1\/RUfRPE1t9PubzEZMZ65W5hqW3OSBjL0d1SQFHxwSD6hQFb8ildtx5mntwIF2kXB7SMd6KuAZClKaRMUFdqGiroMpCCoD2VU9pWrI15YLcRNiDQaNncU+Gu7zgx2O1+fmzn21Sdy\/LD7QaT0e7p3hs2pnNTFtqTGXcIbECHEUR8MMsqVzkHrj0QfXWDfJTaovmtuNi56u1NPcm3W72i4zJchw5U46tSSo\/nNAZP8tnK3DTqLbyLHVPTo02+Qs9kVBhVx7XCufHTmDfZ8ufWrHjUoPJWSNwZXCLaDuCZikIuMtFoMzJcNvynk+F15ebtAn2eyufF7xu7ccNu69g233f27XqLS9\/sgunnDMdqS7HfTIcbwWXSErThAOQQQfXUbeIrywujZmgpmjeG7SN5hXGfFXFTdbow1GRAQpPLllpC15WAehJAHf1oC\/PJUtWtjc3iQZsgbEBGqWkxuz+B2fay+XHsxUQOO\/fvdqBxyXmTatdXiCnSF0ix7QzHluNtR0ICCcIB5fSJPN065wa9nk5ONna7hPi66RudbtQzntTvwnY67bHbeP3IO85WVuJ6kuD1+NR94nd2tN7ycRWqN2NLx5rNovNxRLjty20ofCAlIIUlJIB9E+NAbsOP7X2q9C8G+r9VaTvD9suzsOKwJcdZQ62l5xCXChQ6pJSojI6jNRZ8inr\/Weoou52mL\/qS4XK3W9VumRWZchb3YOul8OFBUTjm5E5HrGatDi+8pXsRvzw13vaHR9j1ZHvNxbiJacmw2UMAtOIUrKkuqPck46Vhbyb\/GPthwkzdcyNybZfpadSNQURPcuO26UlkulXPzrTj90GMZ8aAnPtBD0\/\/wDis7uvykMC5o0hFVC5vhYV5uHSn245M+yqdx5ab4Gpu68G4cUmsNbW2+LtraYDUJEgxBHCj+5lDak83Nnmwc5xmoFbt8bD540pPFNsiibEa5WG241zaShUhkMpbdadShShyqx4H1HwqZsPys\/CNuXpyGnfLZa7OXKNhfmrloiXWOhzxU0t1aSB\/wAINAVPfXjM4RZfCRdtmLLq\/UM5E\/S6rZYV3WzywuYWkhLSu2W2AohSU5V6xWWvJ+XOTZfJ9aYvMMgSIFou0lokZHOh6QpP9YFa7eO3j12+4mtL2vbnbraCNZrNZZIfi3Sey2iY0ACOzZQ16LSCMZGTnA6DFZY4afKSbF7QcJdu2N1NZNVvX6Ja7jCW7Ehsrjlb63SghRdBx90Tnp66Aw1wGb7bt3zjm0vcb1r69z1atucmNd25M1xxqS2ttxXKpBPLhJAKRj0cDGKkZ5b5SmUbUSGSUOhdzAWnoodGfHvqAXCvuxpzZXiJ0fuvqqPNftFguC5UluG2lbykFtafRSogE5UPEVn\/AMo\/xo7WcWzOiG9t7Zf4h04qYZXupGba5u1DfLyci1Z+Ac5xQGyGYuS55Mxxxtbin1bS5CkklZV7nd+e\/NaCZT818pVNefcOPRLqienszW0HhA8qxtpoXZ607R7+6au61aegptkS4W6K3KalxEDlQh5tSkkKCcJz1BAGfGoscfHERsxxGbiWTUWzWiZunoFotptzpfisxhIAcK0FLTRITjmV3nxoCL9bxPI8f+h+5\/8AFVy\/w2K0d1sf4BvKJbJcMOwqtsdf2bVMq6m9TLj2ltiNOM9m6lsJGVOJOfQOenqoCD2\/\/wDDjr7\/AOI7h\/jrrePwcXuTprgA0hqKElKpFr0nLmNBXcVt9qpOfnArRDujqaBrPcjU+rrW28iHebtKnMJeSAsNuOqUkKAJAOD161sX2W8pfsNt7wkW3Yu92PVrl\/iablWhbrEJlUYvOJcCSFF0Hl9MZPL66Ajdwlbq6x3g44ttr3u7rK5XsTtTJlKRPlrcZTICHFMBDajypAd5AkAADpW1PygFk4b7voDT6+Jy\/wCqLXpmPcVlhVmQ8ptcgo6dv2aFdwB5ebAyTWgyyXq6acvEHUFjnOw7jbZDcuLIaVyradQoKQtJ8CCAa2qbW+WA2n1TodvSXE9tdOmykspalPwYbE6JOIHwlMOqTyk95HUeqgMpbB8XnAdw+7Tu6Q0FrvV0rSUactSpFws82Q2w68OrXadkAkHlJCfafXVs+R7lWKa7vxN0uf8AyPI1RFdgegU\/5Orzkt9D1HokdKw5xNeUt4ftVbO3jZTY3YdlFsvbCmXHbpbo8ONGJ7nW2GScupPUKJGCAetY+8nBxvbT8JOntb2rci1ahlvajmwpEU2uM26lKWkOJVz87icHKxjGfGgLf46t\/d3I3G7qSTb9d3iEnR14Zi2dmNMcbajIQEKwEJOPSJPN06561sk8pPIXceBPVM6UlKnXmLY+o47lqeaJI9Xea00cS+6Wnt4OIfWG6umY8xm0X+6idGbloSh5LfKkYUkEgH0T4mpw8WflKNid8eGG7bN6SserGL3Ojwmm3ZsNlDALK0KVlSXSe5Jx0oCau40zUNn8nw5L2XLiZ7G30M2pUDPaJb81b5lN468wRzHI659tazvJQ37dD7ba3QrHOur1omQpf2RNqcWpkshslKnc9OYOcnKT1yceJq+eCTypcHZDQcHaHevTdzvFgtKCzbLnbuRyRHYz0ZcaWpIWkZ6EKBA6YNZqleVw4YNHavhR9sNobhFs0+Qp2\/3Rm0xob7ieU45GkKy6oqxlS1DAz30BZnlsZr9t1ls\/cYuO2isXF5vIz6SXY5H9YrM+lOODhP4kNu4m0\/FdYW9LXp1pjz60ajiONxXHwn0X2H8ehnOUklKhzePfULuPbjc2q4lNdbaas0Bpi7PxtFuPuzYV8YQyiVzOtLSj7mtRKSGyD3d9SDieUw4Id4rLDb4h+HtwXOK2lACrNFubKcDubcUpLgT6gRQFG43\/ACcmgdE7FXTd7YDVt0YsNoS1eZFgkXBcqDIYVhPbsKJOFBLmQTnKSetatK2K8ZflPNKbq7USNiNgtFzbJpucw1ClzZ7TbChDbxyx2GW1KDafRSMk\/BGAK11UApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQF6bL7nz9l91NM7qWu2sXCXpmeic1FfUUtuqSCOVRHUDr4Vnbi+4\/tY8XulLHpTUuhLRYmrHPXPbdhPuOKcUpHJykL8MVFWlAKUpQClKUApSlAKVl\/ZThR3o38t02\/6GsMRmxW1fZyrzdZzUGC25+B2rpAUrqOgzXh3t4at3OH5+AdxbAy1AuySq3XSDLblwpeO8NvNkpJHqODQGLqUqvaB0PqHcrWll0BpOO0\/eL\/MbgQWnXUtoW8s4SCpXRIz4mgKDSrw3b2n1nsjr+57Z7gwmIl+tBbEpliQl9CStCVpwtJIPoqHdVn0Aq\/dkN7tecPm4EPcrbmXFj3iGhbQMmMh9tbaxhaClQ6ZHTIwfbVhUoDZTafLa7msW1LN52c07LnJSB27Mx1pClesoIOPkzUXeKPjm3s4rFR7brSdGtmnYbnbR7JbUlEftPBbhJKnFAd3McDrgDNR4pQClKUApSlAKUpQClKrVk0Vq\/Utun3fT2mLpcoNqR2k6RFirdbjJwTlxSQQkYBPX1UBRaV3QYip82PBQ4htUh1DQUs4SkqIGSfAdazfxWcK9y4W7zpu0XDXNn1L9kVqTckuW\/I7AnAKVAk5HXorxFAYKpSlAKUpQCsxcK\/EnfeFjc73zdPadhXqV5i9B82luKQjlcxlWU9cjFYdpQGeeL7i21Hxe6ysmstS6Vt1ifslsNsbZhOrcS4jtVucxK+ucrI+asDUpQClZ81ZwmXTSnC3p3ibd17ZJUa\/zhEFlaJ85ZBUoAk5wSOQkpx0BFYDoBSlKAUoASQAMk9wqRO0Hk\/8Ain3qtKNQ6W24dhWh1IU1PvEhuC06D3FAcIUoe0DFAR2pWdN9uCbiN4dLcm+7kaEW3ZVqCPdWBIRLipUe4LWgnkz4cwGawnbbbcLxPj2u1Qn5kyU4lphhhBW44snASlI6kk+FAeelSw035MDi61BZmLxI0dabIZaAtiJd71HjSXARkfcyokH2HBrB28Owu7ewd\/TpvdfRU2wy3AVMKd5VsyEj75t1BKFj5D08aAsClZI2c4ct6t\/bkbbtRoC5Xzs1cr0lCQ3GZ\/13lkIT8mc+ys06y8l5xhaN08\/qNzQUG7sxUFx9i03RmTIQkDJ+5ggqx6k5NAROpVTtmmNR3q+t6XtFinzbw68Y6ILEdS3y4Dgo5AM5z4YqUml\/JZcZGprM3eToK3Wnt0c7UW53dhiQoYz+58xKT7DigIkUq+N3dkt0tidTHSW6uj5thuJSVtJfAU2+jOOdtxJKVp9oJqx6AUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlXLtlpBO4G4mmtDrliKm\/XWNb1PH\/ww64ElXzA0BNLTOhNb8SXk7NH6E2LiyJ+oNA6ukjUVjhuhDktuUtxTMlQJAUE9okdegAUe5NULiZmWXY3hF0nwk3zWNu1Tr1vUStSXVMGR5yzYWy2pIiBzu5yV5IHTIPszkPfDivufA5vXC4fNgtGWyz6L0OYyb6w9HSuTqZxxhKnVSHlAqwQ4eXBHUA92BXo05wU7F79a4t3E9oLVDSdk5Lcq86wtEmQUTLNIaQXHYX4XKpZOFeCR0JBFAa2qzRwW\/8ApY7Uf\/FUH\/EFYt1evTi9VXhekI8hixmc+ba3Ic53URuc9mFqwMq5cZNZS4Lf\/Sx2o\/8AiqD\/AIgoDIXlK2UyeOHXcdRIDsiAgkeAMVkVm3cbyY21G20uw6s1rvydKbeP2Ridcrrdm0KkOTnFHEWM2gZWQkBR6E9R0NYW8pH\/AOnTrf8A3u3f9szWZPLBX26qvGzemjMc9zW9HpnJj59Ht1L5Csj18qEigOB8njw4b17f3u\/8IPEW5q7UFgjKkPWu4sdip7lBPLyqQhaCrGEq5SnPjUXOEbYS1cQXEPZNl9WXOdZ41xExMh+MhJeaWwy4vlAV0+EjBzWb\/JCz5kfizMFl9aWJemriHkA9F8vIU5HsNc+AwBPlKoyUgAC7agwB\/sZFAV678BPDPsvqG4RuJ3iYTpNt+c8iy2iJHMm4rhBZS2\/IDaF9nzAc3wcY8c9KtLiq4DNKbYbSQeIbYPdFGvdASXkMvvFKe1j8xwlfMnAKeb0SCApJIyKw3xp3y66g4qNzJ13mOSXkaglR0KWc8rbauVCR6gEgACpNcP1wlyvJS752+Q8pyPCv7amEKOQ2V+alWPVkjP56AwPwmcGuouJT3Z1ZedSRNG7faYTzXjUc\/AaQcZLbeSApQT1JJwkEZ7wKzZZuEzye+4l3G3u3HF7c06sfV2EN25W0twpT\/cEpWpCAcnu9Lr4ZquzlTT5Hm3DQhX2Y1Osaj7D4XL26ubtMdcfuPf4YrXdEMoSmTBLnnIcT2PZZ5+fPo8uOuc4xQEttteBhqLxar4XN\/r9N0+\/NiPO2e6W1KFNTlgczSk9oOqFpCxjvChio4bsbd3faXcvU22t9SfPdOXN+3uKxgOBCyErHsUnCh7DU\/PKNa31BtvdeF3Xsx4tbj2DTyLhc1KP3XmbMZSUu+PVYfHX1rrlxV7AQOJPia2R3W0PBWrTO+MOJInuNpz2DjCUqkhXqV2XT5UmgI3bucLOjtoeG7a\/cjUerJ7Gudy3RJZtTqECLDt3f27hAK+5bX84+qshHhi4EdsWotp3o4tJd01C+2hb7OkbaqVGjcwBAU5yKz3+w+sCnGLcneK\/jmt2yWhprEa02WVH0VaFA5YYS0cPLSB3gKCu7v5BVU3P0X5OLhx1ncNotaaW3N13qSwKEe7XKNcURGBJ5QVIQgFPQZ9vymgMf8VPBbp3abbaxb+7JbkI17tpfpAiJnlvs34jxB5UuJ6dDyqScgEKGCOtS08ntt9ssxwmbrqib1JkK1Lp5pWrU+5byfsbUWHgoHKfu+AVH0M\/BqlbtT9n7t5Ka9Ttj9KX6waWVqaP2EW9Se3f7USkBawvJ9Enu+esf+To\/9FDif\/kFP\/bSKAi9vptVw\/6HcsDey\/EEncZy4yFNT0Is0iCYafR5VZdSObOT3d2KvDjr4abNw2ap0VZrLq+86hTqHTrdzW5cykrZUVYDaMfejwqNtp\/faH\/vDf8AeFbEvKjm3DfbYo3jHmP2OwPOc93ZecJ5s+zGaAx1ttwFbf6Z2qtW9HGBvEnbaz39AdtNoZY7a4yWiMpVyAKI5k4ISEkgEFWKrErgI2K3r0deNRcGW\/ytYXqxR1SZOnLxGMaW6hI68mUpOT4EgpJ6ZFejyw5v53y0hkufYx9icX3H5c9jzc6+15fDOOz+bFY18l8dXDjM0UNKl\/siJfuryZ5PMfN19p2nhjPLjP33L44oCy+Drh0tfETxDwNldZ3O42Jl+POXJdjNp7dpyO0pfJyr6fCTg1n6XwI8Mezd4kwuKXiZTpSVKlve5dkgxzJnJhhwpaek9mhfZlSQFYwBg99XlwvmxHyverTprs\/c33S1H2PZY5P3Bzmxjw5uaoVcVd9uuo+JDce63mY5KlOajmoK1nJCUOlKUj1AJSAB6hQGcuLfgR07s5tjad\/Nktyka628ujyGFSuVPaR1LJCFFSeikkjlOQCD0IqnbAcHu2l92Nd4mOI\/dOTo3QzlwXbba1b4hkTJzqFcqikYOBzBQHT7xROBWSNpZ8uZ5I3diFKfU6zB1gymOlZyGgpUNRCfUMkn5SfXVicM\/Gpt9ovZt\/ht4j9qBrfbx2Y5NhmOvklQluKKl8vVOcKKlAhSVAqPU0BQN7tk+Di3bXS9w9geI+be7nBfZZXpy8W4sTHedWOZGUp6AZJIyOmOmai3U6N4OEPhv1\/sFqLiX4P9dXeRa9KkLvmnbwCX4aehUAogKHKlXN1KgQDhWRUF6AlJrjhismnOBnRnEgzrK9SLhfrwqEuzulPmbA53UlaB382Gx+c1dHDBwCROJXhrv+61l1RKh6ot+oVWeLFd7NEBLKUR1rfeWRzJCUvLUceCRWQd3P8A90Rtd\/8AEp\/xZNVLhuvt10\/5JjeabZ5jkV93UkmMXGzhXZuMwkrAPhlJI+egKTo\/gu4BL5eWtsn+MxU3XDyhGT5pE5IK5R6dm24tHZr9Lp+6dfDrUVOKbhw1Pwt7sztstSTG56ENIl2+e0gpRLjLzyrwe4gggjwINYnhvOx5jEhhxTbrTiVoWk4KVA5BB9dTz8rvJenbg7U3CSrnflaEjOurPepSlkkn5yaAgZCmSLfMYnxHOzfjOJeaXj4K0nIP5xWYt5OMLiD3wuzVx1huHco8aO0hqPbrY8qHDZSkAZDTZAKjjJJyevq6VhepX8HHCDA3OizN898Z405s9pQmRcJshRbVc1I6+bs+JBxgkdeuB1PQCRvDHrLV1m8nHvDqTfu8zLhpa6Icg6WbuzynVuvLbKMM8+SU9qUEY6ApUR3GsceSk0FpprUW43EJqm2tTk7ZWFcm2tOpCkplrQtRcwfFKG1AHw58+FYc4yOLiVxEXyDpPRlrGm9sdJjzbTliYQG0BCRyh9xKenOQOg+9Bx3kkyC8lW+zq3bjf\/Z2M6kXa\/ab84htZ9N0dm60rl9eFLb\/AJ1AQt3S343S3a15c9e6s1rd5E+dKW+2BLcSiMkqPK20kHCEpGAAPVU59nr3ceMPyeO5WjdzJTl61LtQPdOxXaUe0lIaQ2XUoLh9JXopcb6nqkjPcK1uz4Um2zpFumMrZkRXVsutrGFIWkkEEeBBFbFeAlpW3PA\/xE7rX9JjW25QF2yE470S+6GFNgJz3+m8lPTxoCIWneLDfTR2zqdjdH62lWLTYmuzXDbj2Ep0uYy2p9OF9nkE8oI7znp0qQXkudR77ah4o7U5Z9XXyRpiDHkydU+dzXHInmfZLCe0CyU8xcKOU9\/ee7NRk2F2G3B4i9w4O3m31qXIkyVc8qUoYYgxwfTedV3JSB85OAOpqWvETvptxwn7Zy+EThWuLci6yUdjrrWLWFPS3yMOR2nPADqk8vRIykdcmgMTbocSs7ajjX3E3m2AdgRm37lPiw1rjpdYWlxHZrdSg9OrgLiT68eBIrDt13t3y1zqwX247l6suN9myUltxNye7QuqV6IbSlXo9SAAkADwqwm23pLyWmkLdddUEpSkEqUonoAPEmthGyu0e3\/AhttE4neJK1MXLcO6sleiNGukKcYWR6Ml9J+CRkHJ+AO70j0ArvlL9QS4vDLsRobdKSiZumiCifc1uEKkNNdiErLh7xzLx395Qa1r1ee8G7mtt8dwbtuTr+6Lm3a6ulauuG2Wx0Q02nuShI6AD+2rMoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFem2XKdZrjFu9skrjzITyJDDyDhTbiCClQ9oIFealATjvnGNwrcQEG133is2Au8\/XFsitRHr3pq4+be6SW04T2ySoY7vbjwIHSutXlLH9C3Ox6T2F2esOkNrbWtxNw008gSV3tpxPK5506rqVcpJBBznvJHSoQUoC\/d9NQ7X6r3QvWotntKzdOaXnuJfi2yU6HDHWpILiU47kc\/NypycDHWmwm4dv2m3n0ZuXdoT8yHpq8R7k+wwQHHENqyUpz0yfbVhUoDM3FVvfZN++IjUG8dhtMy32+7vxXW4sopLqA0y2g55enUoP56vHjh4pdL8Ud\/wBD3bS+n7jam9LadRZpCZqkEuuBZVzJ5SenXxqNFKAz3wS8Q2nuGLe9rdDU9lnXWEi1S7eY8NSQ5zvBICvSOMDlrv4ceI3TuzPFe1v\/AHmxz5tqbm3OSYcdSQ\/yyUOpSMk4yO0GfkqPtKAvbezXcHc\/dzV24VshvRYmobtIuDLDxBW2hxZUEqx0yM1l7a\/ih0voXg83J4cp1guMi761uLcyLOaUjsGUpDWQsE82fuZ7vXUa6UBIvhO4ydR8NXuzpW7aaiay0BqdPJeNOTz9ycOMFxskEJUU9DkEEAZ7gRmqz8WXk+9vLujcHbjg\/uKtWMK7eI1cropyFGf7wpCFLWkYPUeh08MVAqlAZG3\/AN+NdcRu5Vx3N19JbVNmYbYjMghmJHT8BlsHuSM\/KSSTUpOGbyjVr2P4dJG1V\/0fNvGprMqcvSd0SWy3bzIaKRnm9Icqlr7u8HFQVpQFz6E3H1Rt7uJadz7FMzfLPcUXNp570ud4K5jz+sK65+U1NHXHF9wJb03cbm7w8LV9f1y+hCrgLbd1Mw5rqUgcznKtJPd38ucd5NQHpQE497fKDaK3b4WrvsBaNqEaSC7lGXZo1t5BChwWXEqShR+Epw4USrHUmsdcE3GBa+GSbqvTut9FHVOi9bw0xLtBbWEujlCgFJz0UCla0lJx3jr0qMNKAkJxKbscMWs3tOw+HXY2ToeLaJLkibKkzFPPTQopIQQpSyAkg49LxxiqlxwcUml+KLU2jb5pfT9xtLemrAi0vJmKQVOOJVnmTynuqNNKAmrtvx6aC1JtVatluL3ZxG5NmsCA1abszILFxitAYSgrBSTyjCQoKBIAznvqryuPXY3ZbSF507wZ7AHR14v0dUWTqK7yjKltNq6Hk5lKOR4elyg9cGoJ0oDPPBxxE2nh24hrfvPrK23C9MR485uQ3GWnt3XJDSkc2VHHwlZNYv3U1bE17uVqjW0CM7HjX27Srg006RzoQ64pQScdMgGrWpQEkNC8TmmdK8FuuuGeVYLg7edVX1q6x56FI83aQnzfKVAnmz9xPd6xVz7WcUPDFJ2sse1HEPwxRL2jTza2YV+sUpUSepKllZLh5gVKyon4WPYKiRSgJj7pcZmztn2Mv3D3wr7Oy9G2LVjqV325XOaZEyWgY9DvOMgBPfgDIA65qHFKUBJ3W3FXpXU\/BJpDhgi6duTV607djcHrgtSPN3Ec7quVIB5s\/dB+Y1y254rdKaM4J9c8Mc3TtyfvOqbyq5R57akebtIKY45VAnmz9wV3esVGClAfW1BDiVHwINSO41eJvTPE1f8ARF20zYbha29L6aZsj6ZikEuuIOStPKfg\/LUcKUB6rU9Bj3SI\/c46pENt9tchpJwXGwoFSQfaMitl+s\/KG8EG4GhLNtlqnhu1K\/pWwJSmBaWJ\/m0ZrAwCUNOpCyB4qyepPia1jUoCeR4hvJe4OODq\/f0s9+3qKu1O9+pdit4o+7G1avc9yBNecjxHSVNuRFqP+TujPpJKCAevgD3isb0oCeWpuKryf28F4Ovt3OFa+xdWST2tw9w7oWosx3xWsJWjvPecAnPUmsY8U3G07vZo20bMbX6Ei7fbY2FaXI9liLyuStPwVvKGAcZJA69Tkkmot0oCeHBtxx8PvDnshcNuNV7T3u43y\/PSRerpbX0srlR1khtvtAoOJCUdPRI65PjXY5xFeTAdcU67weX9a1kqUpV3eJJPeSfOKgXSgJiab4jODbRPE5Yd2tH8Pdwh6OstpWgWR1\/zhZuvOSiUO1WoHlBGAT3jOM1l3dDjh4A96NUO6y3P4ZdV3+7uoS128m7uAIQkYCUIS+EoT7EgCtb1KAlvvjvLwGaq2yu9j2b4artpbVsgNeYXV+4uOoYw4krykvKBygKHce+okUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUAqsWTSV71DGfmW1uGGIy0tuOyp7EVIUoEhILy0gnCT0Ge6qPVyR\/wCDqd\/LEb\/BdoDn73Gpf4+wf8xW\/wDb097jUv8AH2D\/AJit\/wC3q2Kl1t\/5MXiI3I0FYdxLHP0mzbNRxETIKZd07J1aFDIBSU9\/soCNnvcal\/j7B\/zFb\/29Pe41L\/H2D\/mK3\/t6r29vD\/urw9avGit0tMPWye6328VaSHGZTWcc7TieixnocdR44rHojvk8oYcz6uU0Bcnvcal\/j7B\/zFb\/ANvT3uNS\/wAfYP8AmK3\/ALeraDTqkqUltRCfhEDoPlr6lh5aQpDK1AnAISSDQFye9xqX+PsH\/MVv\/b097jUv8fYP+Yrf+3qi2e0TL1eoNhiJCZU+S1FaDnogLcUEpz6hkiplTvJH8VERpYZd0hKlhvtW4bd4SHnB6khSRQET\/e41L\/H2D\/mK3\/t6e9xqX+PsH\/MVv\/b15dbaF1dtzqu4aH1tYJdovlreLEqFIbKXG1f\/ADBGCCOhBBFUXzd\/n7PsXObv5eU5oC5Pe41L\/H2D\/mK3\/t6e9xqX+PsH\/MVv\/b1bSWnV83K2o8vwsDu+WnYvcnadkvk\/C5Tj89AXL73Gpf4+wf8AMVv\/AG9Pe41L\/H2D\/mK3\/t6yFceF\/Utu4W7dxTOajtyrLcr2bIi2hC\/OUuArHOTjl5fuZ8c9awz2L3J2nZL5PwuU4\/PQFye9xqX+PsH\/ADFb\/wBvT3uNS\/x9g\/5it\/7eraSy8tPOlpZTnGQkkZp2LwX2RaXz\/g8pz+agLl97jUv8fYP+Yrf+3p73Gpf4+wf8xW\/9vVtll5KSpTSwkHBJScA18U04gBS21JCu4kYzQFy+9xqX+PsH\/MVv\/b097jUv8fYP+Yrf+3q2iy8EdoWl8n4XKcfnr6lh5SQpLKyFdAQk4NAXJ73Gpf4+wf8AMVv\/AG9Pe41L\/H2D\/mK3\/t69O1W02uN6NdQduNv7WmbfriHDHjuOpZCuRJUrKlYA6A1RdW6WvWh9T3XR+o4wj3SzS3YMxoLCgh5tRSoAjocEHqKAqaNtdUOLS225YlrWQlKU6ht5JJ7gB21W3LiyIMp6DLaU0\/HcU06hXelaTgg\/IQa9Fj\/fu3\/701\/fFe7XP+e2oP5Vl\/4yqAolKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpVf0ft9rvcK4C1aE0betQzPFm2QXJKkj1kIBwPaaAoFKz21wF8Yb0cSUcPurQlSeYBUTCsf6pOaxnr3Z\/dTa6QI2423eodOLUcJNytzrCFn\/RUocqvmNAWhSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFXJH\/g6nfyxG\/wXaturkj\/wdTv5Yjf4LtAW3W0HiN2l3g3Y4HOGmDtBoy\/6gmwYnayk2lla1MJUwkJUsp+CM+JrV9WXtO8XXErpLT8LSumt5dSW6025gRosViUUoZbHclI8BQG02c0mxai4Qtot3pUO7bn2159+5turTIeYjeaLSUunJzlXZjJ+EWyR3VSNu94rdr7ylVx2Zk6B0rZ7Hopq9tQzGhpD0+S42yXHHifRUo8mQAOntrUzG3c3Ni67a3Pb1xeFarZcLrd3clKXJSogjIWrJ7iRXUN0txE6+Xuk3rC5t6sckmYu7ofKZKniMFZWPEigNnW32wGs9puE7ile3T0KbM5dLhLk2tcllBcXGTzfdWj1wk8wwR31mqz2DX1o3I2V0vsPtZo+57BSLLFk3G6mDHeVzlGe1U6Tzhz4BGBlSirPs1D37ip4idUW28WfUO72pLhCv7QYuMd+WVIkNgYCVA9MdT0FSk2V45uF\/abR+mHmdkdbq1RpWI0GY6NUOqtcmahGDJUyVBAKlZVjszjPjjNAYv4to0aH5QzUsaJHbYZb1lBCG20BKUjmZ7gOgqXvG\/sNxL7g8amjNW7N6U1F5hFg2xPu7GStEKKtDiisrdyEjCe8Z65x41rP3T3b1PutuzfN4bwpuJeb1c1XPEbITHXzAoSjPXCQEgE+qrzn8aPFTcoLtul766sVHeRyLSmcpOU+rIwRQG3qZZdmdxuKzci9WxFmvO4midEwojS1QkXDzaWS6VOJj8wDrqPuSSMgjITkZrB24e8OmNsntnNwdytNXZ\/WkbVS4Ey+z9CCwMXW0PBbT7C2ipScthxtaT4lvI8a1XaV3E13ofUw1npHV11tN8ClKM+LKWh9RUcq5lA5VnxznNVTcferdfd6TFl7l6+vOonIQIjefSVOJZz3lKe4H2gUBtB3a2y0HwjaL3Rn3EW9KN8tcxLZY3uVBMW0SOR2StBPwQlLr6QRjB5fZWbtdWHT2gtaM6HOhHrttJ9iygrTtn27TMYWkNKJkG5Jc6ODGeXlyemMkg1pP17vRupuhb7VatwNdXa+xLGjs7ezMfK0xk8oThI8OiQPmqux+KLiHiaR+wONvHqluwhnzYQxcF8oaxjkBzkJx0xmgJ1m06CvHk+dv7HIecY0ZO3taiuLf+5rbtq57yVFWfgkNE5z3YqT7Nl3CPFAdhHOHjS6eHYadIRcvcZBZP8Ak+Qvzju5+09DlxnHpe2tJ7+6u4knQDG1kjV1xc0nGlme1aS79wRIJJ7QJ\/CypXX21c320XEP9iA0H78eqRYQz5t5mLgvl7LGOTOc8uOmM91AbK9lLRddF8G2607h125tGtr1YNybm3p5iTb0zSGEOsJDjaD1cKEZKQD7etXvK0hAvO63CjuLudt9ZdN7n3564sX63sREMl1tNueUe0a\/0Vch655SrFa89uuNB3bLhAuGwukUX606xe1Qm\/xL\/CkpbQyjLWUdDzZIbI9RzWHLhxD73XXXkDc657nX+Vqi1JUiDc3ZalPRkqSUkNk9EghSgcDxoDbXthutpzeHdDiM2U1fs5ohzSGgI0ifCjM20IekuIUvnLy8nmKlJzlISRWL06p0Xxa8FOn9e7w6J0rp4W3ce3WN2TZ4YiNxreZTKF4JJKB2Tqknrjpmtblk343f03e9RaksW4F3hXPVja2r1KaewuchRJUHD45yfz1To+624kTQEjayNq64N6TlSvPXrSlzEdb+Qe0KfX6I\/NQG6\/ci0aa0Vra96H1NoKZd9oY+mjy6ds23AejsNBvJkJuSHMqWMKPKE57sDPUx\/tm7cDh38nLo\/c7QGitN32a3qh+LbXr9bu2DbKpL3K4UgpVz8gwOvTNa9XeKDiFe0f8AYC7vDqlVgLHmxhG4L5C1jHJnOeXHTGatybuzuPcdARNrJ2sLi9pOA\/5zGtKncx2nck8wT68qP56A3FXCZZtJ8fWy2otO6ZsNre3S0K6u8hEJGe0SO1Spo\/eLzhJUOpT0Na5PKG3Xc248RV9Y3I0VF0+iHLltWZTFpTC8+g+cL5JCiP3Yq\/jPGsPX3fbeDUt70\/qS97h3qVdNKtJYs0tUkh2C2nGEtqHVI6CvBuPuzuRu9dmL5uXrG5ainRWfN2X5zxcU23nPKn1DJJoCgWP9+7f\/AL01\/fFe7XP+e2oP5Vl\/4yq8Nj\/fu3\/701\/fFe7XP+e2oP5Vl\/4yqAolKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUrmww\/JeRHjMrddcPKhCElSlH1ADvrMOluDbin1pCTctPbDayfirTzIdctjjKVDwI7QJzQGG6VmDV3B\/xQaFhLuWp9itZRYjaeZb6bW48hA8SS2FYA9ZrELjTjLimnm1IWg4UlQwQfURQHGlKUApSlAKUpQClKUApSlAKUpQCvqUqWoJSCSTgAd5NfKnJ5KzhUt++e7MrcfWkFMnSuhS28I7iMomXBXVps56FKACsj18o8aAylwM+SsTrK2QN2OJKNLi2yUhMi2aZSS07IQeqXJKvhISR1DYwTnqR3Halonb\/AERtvZGdO6D0rbLFbWEhKI8GMlpPTxOB1PtPWq+lKUJCUgAAYAHcBX2gFU++6esWqLY9ZdSWaFdIElJQ7GlsJdbWPUUqBBqoUoDWpxneSf0rqO1TNweGmCiz32OlT8nTnP8A5LNSOp7An9yc9Sfgnu6VqLulsuFluMm0XaG9EmwnVMSGHkFK2nEnCkqB7iCK\/U\/WpjywnCvarDIgcSui7U3FRcn02\/UqGU4SuQr9xkkDuKscij4kJ8T1A1fUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFXJYbtpsafmWDUXuk2l6W1LadhNtrOUIWkpUFqT+GDkHwq26UBc\/Y7Z\/lDU\/0OP+1p2O2f5Q1P9Dj\/ALWrYpQFz9jtn+UNT\/Q4\/wC1p2O2f5Q1P9Dj\/tatilAXP2O2f5Q1P9Dj\/ta+oj7ZrWlHujqccxA\/8zj\/ALWrXrnH\/d2\/9cf20Bd12tW2lqus21qumpnDDkORysQo4CihRTnHa+yvt0tO2lskNx1XXUzhcjR5GRCjjAdaS5j918ObHzVRNYf523v+UZP+KquWrP3yjfyZb\/8AtGqAq79s20ZgRZxumpiJKnEhPmUf0eQj\/wB77a++5W2nuUbp7q6mx5x2HJ5lHznl5s57WqFO\/wA37V\/tJP8AaiuY\/wA0j\/KP\/wBOgK5EtG2kqBOnC66mSISW1FPmUf0uZYT\/ABvtpaLRtpdZ6IKbrqZsrStXMYUc45UFX8b7Koto\/wA379\/so\/8AjJpo\/wDzgY\/2T\/8AgroCpR4m2ciQ1HFy1OkurSjPmcfpk4\/ja5zoG2cKa\/DNz1OssOKb5vMo4zg4z+61bNt\/fGL\/ALdH94V3X79+5\/8AvLn940BcdztW2lslCKq66mcJaadyIUcfDbSvH7r4c2K+zrTtpBj2+QbrqZYnxjIAEKOOUB1xvH7r1\/c8\/PVE1V++yf8Ac4n\/AG7dcr\/+9unv5MV\/3cigKwm1baKtTl091NTYbkIj8nmUfrzJUrOe1\/0f668vY7Z\/lDU\/0OP+1qnNf5pyf5RY\/wAJ2qTQFz9jtn+UNT\/Q4\/7WnY7Z\/lDU\/wBDj\/tatilAXP2O2f5Q1P8AQ4\/7WnY7Z\/lDU\/0OP+1q2KUBdsJzbSFMYmJm6mWWHUuhJiRxnlIOM9r7KoF+uSbzfbjeENFpM6W9JCCclIWsqxn2Zrw0oBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAVnnhJ4P9xuLPWpsmmEe51gt6kqvF7eQSzEQfvUj79wjuSD7TgViLQujrzuFrKy6G06wXrlfZzMCMgDOXHFBIPyDOfmr9H3DjsNpDhy2nsu2ekYaEJhspcnycDtJkxQHavLPiSrOB4AAeFAWvw+cFmwXDhbY7eitHRpd5bQA9e7i2l+a6vxUFEYbyfBAArO1KUB8IBGCKj3xGcC+wHEhbJR1JpVi0agdQewv1raSzKbcx0UvAw6M94UOvrHfUhaUB+b\/AIpOFPcrhU10dKa3iiRb5nM5abuwk+bzmge8fgrHTmQeoz4jBrC9fpF4r+HPTHE3s7eNvb5HaRcOxXIs04pyuHNSk9msHv5ScJUPFJNfnL1Hp+6aU1BctM3uMqPcLVKdhyWlDBQ42opUPzigKdSlKAUpSgFKUoBSlKAUpSgFb5fJS6FiaQ4PdO3dDARK1RMmXSQrHVQ7VTSM\/wDC2Pz1oar9Bvk2L3FvnBdty5GUCYUSRBdAPwVtSHEkH5sH56AuHTnGRtpqXifvXCpFtt4Y1PZo63jLeZSmK+tDSXVtoPNzZCFZyRg4OKzHqPU1v0yxFenNSXVTZKIbDUdouLW6oEgAfIkn5qw1vPs9ftWzdRar0jpmzQ9ZQra67prULUdpqc1NS0QyC+BzlJOUKSolJSSCKonDXpziS15tLaxxWhmDqa2ajVNaSxyodehobKUhZZUAlRUtWCPADI61VKOzxMLA4349GclTlDZk4+crXs\/nLpi+D4me4ettKzWmXE3yIyt\/tOVl91LboLZUFgoUcgpKVZ+Q19XrbSKJUSErUlt7WchTkceco+6pSoJPKc9epAq3ZO09qS3fU2oRYirqmEGT2HMWvN1BXKs5ytK1Z5uoJ5lZ6muEXby8Q7s\/qNqba\/dCY88p5rzVXYMpcbZR9zGc8w7EKJPwio91UmaVS6bqaAttmul7GrLTKZtJU3IQxOZKg8EkhnqoAOKwQEkjJqw+KLR9r3n4Vdd2WTDJbuemJFwiIdA5m32mS+yTgkAhaE9xqmaQ4a7xajqp7VWrLfdndR2E2VPLb1JS0oKdKXylS1J5vuvwUhIGOlXnrvzfbbh41EmfLbda01pCWlx5SMJWGYauvKfXy93txQH5n6VV\/snmfiFq\/o9n9Wn2TzPxC1f0ez+rQFIpVX+yeZ+IWr+j2f1afZPM\/ELV\/R7P6tAUilZR212z3r3hleabZ7WP6gUDyqch2RCmkH1KcKeUfOazrC8nDxwTY6ZKdm7MyFDPI89b0LHygqoCHNKkXuJwi8Wu10Ny5as2LkJhNAlcmHa2JbaQO8ktBWBWDV6jntrLblttiVJOClVuaBB\/m0BRqVV\/snmfiFq\/o9n9Wn2TzPxC1f0ez+rQFIpVcuz6Z1ggz3IsVp5Up9pSmGEtcyQlsgEJAz8I\/nqh0BlTSHDnrbWenYepbXMtiIs1JU2l11QUAFEdQE+yqx9qXuN+ULP+mV+rWe+H\/wDgj0\/\/ALFf+Iqsh11vL+RuWYnCUq01K8opvXi0mfP2bfCPnmDx9fD0nHZhOUV5vBNpcSIP2pe435Qs\/wCmV+rT7Uvcb8oWf9Mr9WpfV3x4U2Yl1cSI8+lhBcdLbZUG0DvUrHcPaaynyIylatS94j18J3KCTsnD3f8AJDr7Uvcb8oWf9Mr9Wn2pe435Qs\/6ZX6tTGVb56FMIXBkJVKAUwC0oF0E4BT09Lr06V2ost4cuBtLdpmKnJzmMlhZdHTPwMZ7uvdXnyKydf1e8VL4TOUT3bPuf5Iafal7jflCz\/plfq0+1L3G\/KFn\/TK\/VqYkyFMt8hUSfEejPo+E282ULT8oPUVxdjvspbW8w42l5PO2VJIC05xkZ7xkHr7K9XIjKHuUvePH8J3KFNpuOn9v+SHv2pe435Qs\/wCmV+rT7Uvcb8oWf9Mr9WpfUr35D5T0S94p50M\/6Ye7\/kiD9qXuN+ULP+mV+rWOtwdvrztvekWK+PRnJDjCXwWFFSeUkjxA69K2B1EDiz\/hIi\/ya1\/eXWvcpuTOAyrAPEYdPaulq77zb+RHLbNc+zVYPGOOxsyekbO6sYUpSlc6Oxiucf8Ad2\/9cf21wrnH\/d2\/9cf20BVNYf523v8AlGT\/AIqq5as\/fKN\/Jlv\/AO0arjrD\/O29\/wAoyf8AFVXLVn75Rv5Mt\/8A2jVAdU7\/ADftX+0k\/wBqK5j\/ADSP8o\/\/AE64Tv8AN+1f7ST\/AGormP8ANI\/yj\/8AToDlaP8AN+\/f7KP\/AIyaaP8A84GP9k\/\/AIK6+2MBVlv7Z7vNWl\/OH0Y\/tNfNH\/5wMf7J\/wDwV0BTrb++MX\/bo\/vCu6\/fv3P\/AN5c\/vGum2\/vjF\/26P7wruv379z\/APeXP7xoD06q\/fZP+5xP+3brlf8A97dPfyYr\/u5FcdVfvsn\/AHOJ\/wBu3XK\/\/vbp7+TFf93IoDg1\/mnJ\/lFj\/Cdqk1Vmv805P8osf4TtUmgFKUoBSlTA2l2h25vu3Vju120tEky5MYLddVnKlZPU9amMmyWtndaVGjJJpX1v024Gu8pOUmH5M4eGIxMJSUns+bbob4tdBD+lTu94vaj4mQv+r66e8XtR8TIX\/V9dbJ8gMd1kO\/wNM52sq6mp939RBGlTu94vaj4mQv8Aq+unvF7UfEyF\/wBX10+QGO6yHf4Dnayrqan3f1EEaVO73i9qPiZC\/wCr66e8XtR8TIX\/AFfXT5AY7rId\/gOdrKupqfd\/UQRpU7veL2o+JkL\/AKvrp7xe1HxMhf8AV9dPkBjush3+A52sq6mp939RBGlTu94vaj4mQv8Aq+unvF7UfEyF\/wBX10+QGO6yHf4Dnayrqan3f1EEaVlDiK0xYtJbgC1adtzUKL5iy52TeccxKsnr8lYvrTcdhJYHETw03dxdtDo+WY+GaYOnjaSajNJpPfr0ilXLe707b7k7Di262JaaCAkGC0o\/AHeSnJrw\/ZPM\/ELV\/R7P6tYpnFIpVX+yeZ+IWr+j2f1afZPM\/ELV\/R7P6tAUilVf7J5n4hav6PZ\/Vp9k8z8QtX9Hs\/q0BSKVV\/snmfiFq\/o9n9Wn2TzPxC1f0ez+rQFIpVX+yeZ+IWr+j2f1afZPM\/ELV\/R7P6tAS+8kbt1D1xxaxb3PZDrWjrNLvKAR0DxKGGz8oL+fmreRdZ3uZa5lyLfaeaR3H+TOOblSVYz4d1acvI1a0a+2Q1JYpzUFhy6aTfEbsYyGlLW3JYWU5SBn0Qo\/NW4u8wV3Ozzra0tKFy4zrCVK7gVJIBP569W8GMNiOIS0bwbMe\/Nebc1pe3NPTESUSJYcQw3HcUhTinOVPQhOe7pXWxxdcOUiwStTo3Vs6bdCktRJDyytPZuOglvKSnOFBKiFYx076wDofgx4jrHthcthb5u5pH3v7qzPS81CgPGalx\/mWhQWpIBAd5CRnqkEVQXPJ0bhXizoc1BrXTRvLNwtRQ4hc15tyFEKiUrU8VHmVkYQE8qevWs\/yOFcneel9LdBi+UrWVokp9LcUmwWtZcGBpfcy03CTc5D0SK00pRU460jnWkDHTCPS6947q8k7i64c7cxBkyt0rUlq4pW4wpIWr0EOlpS1YT6CQtKk5VgZBqO914CN0rfu3c93NA6+0tbpz+qJN3gxpMR5TLMV9lTS0qSkDKwFEgDp7RVCkeTs3Zh6ZslrsWu9LM3aJCkwZd1aXNivJDkxx8KT2fR5GHMdm4nGc9SO4qOFf8AP+\/Z6B5Sv\/ST\/iS40+KzOhPofjyG0utOoVlK0KGQoHxBBrQd5UTQUbQfGNqwQWUtR9QMRb4hCRgBTyMOfncbWfnrfDpOzy9PaXtNin3Az5NvhMxnZRQEdstCAkr5R3ZIzitIvlfL3Du3GDKhxFpUq06dt0N\/GMhw9o7g\/wDC6n89YD36GUiE9KUrwClKUApSlAKUpQClKUArbR5F\/feBJ07qbh+vE9Dc6G+b3Z2lqwXmV4S+lPtSoJVj1KJ8K1L1dO1+5Wq9oNe2bcfRNwXDvFjkpkR3EnorwUhQ8UqSSkjxBNAfp\/pUfeEXjJ224rNFRrhZZrNu1VFYSLxYnnB2zDo6KW3\/ABjRPUKHrwcGpBUApSlAKg75WnfiNtnw6vbb22elu+6\/dTCS2lXppgoUFPrx6jgI\/wCI1JPf\/iL2v4bdEydabk35uKlKFeZwWyFSpzuOjbSO8knGT3DvJFfn84meInWnE5urcdytYPrQlz\/J7bAC8tQIiSShlH5yonxUomgMU0pSgHf0FbMuAbyX8bXlohbxcRcF5uzyuV60acJLa5bfeHpBGClB8EDqR1JAwDgbyaHDRA4ht\/WpeqYCZeltGNoutyZcGUSHObDDKvWFKBJHiEmt9rbbbLaWmkJQhACUpSMAAdwAoCmaZ0tpvRdki6b0lYoNntcJAbjw4TCWWm0jwCUgCqrSlAfCARgjINRH4uPJzbPcR1suGodO2uJpTXikKcYusNoIalu46Jktp6KBPQrA5h39e6pc0oD8we6W1uttmdcXPbzcGzOW29Wp0tvNK6pWPvVoV3KQodQR3irTrdn5WThgtu5+zq96bBbwNVaGRzvrbT6Uq2k\/dEKx3lBIWn1DmHjWkygKvJ\/zUgf79J\/uNVSKueNf7zZ9Iw27XcXoyXJ8kqDasZPI1Xk+zjVv5fl\/z6AmXw\/\/AMEen\/8AYr\/xFVkOrD2LmSrhtXYpc19TzzjSytajkn7oqr8r6Fyj6PofYj+CPkHlD9L4r\/cn\/wCTFZm2W3M2+270\/Mi3+NcpUy+yTGnpjNo5EwOQp5FFXwgSsqwMfBHWsM1nHa\/bTRF725mu6mnWpm+35MgWdT84NuxyynKCEZwrtFgpOe4datZw6HxbZxN9ltfN3\/8AC3+ov8nFivju3g9nbUW7y3dHtd9len1nmm7h7fo1tt7OjyZ71p0nD83ecDHKsLQ66tpQST6QBU2SMjIyKq43V25Z3tY17Au11ZgyLQ\/DlSDGPaMyFMraQptAVnkA5Mdc9OpzXBWzO2khm3W+JfZLd1Ldqfml+a0mOoSQe1Qk4JSpPKfA9SBiqtddqNp7CldlVNVKj3KZaiiSlxC5UQPpeStIOMlKVpQpXQdKg51cvfm+e24uPqk7t7u269BtNKjm8fPfkklOM73ekoxslv3ebZ+ntOy27x7PruduRqhUy\/m029uCu63K1odcnpLqlOZQVKUnlSoJSSrPfnwryMbs7Ry39OyLi0kIslvkwURHLI242lXbrW2oqJyUlC8cuBhXXxNdUPbLbWzSJ2n3UKm3ix3mzxpklyW32X3ReJBDahhTYJCSOv5q67ntBtyu525xE6XIjXO4OedzIcuMhqL92cT2AZOFZCUpOR4K6CrShl209Zr2cYt6K2l1Ls6EuBfdTOdhaUm1vWvCSVm73dnFK+q4t31MPbhXDT111terlpOMI9nky1uQ2g32YQ2T0HL4fJVvVc24+nYGlNZXCxWuQ29FjKSG1tyA+CCkH4fKnJ692OndVs1t+FcXQg4XtZWvvtbj2nO8cprFVFVSUtp3tuvfW3Z0CogcWf8ACRF\/k1r+8upf1FLii1JfbTuDGjW26Px2jbm1FKFYGeZXWtX5cfRL+1H8zevgv+n19iX5GAqVXPs41b+X5f8APp9nGrfy\/L\/n1xk+kSh1zj\/u7f8Arj+2qz9nGrfy\/L\/n0GuNXA5GoJn8+gOrWH+dt7\/lGT\/iqrlqz98o38mW\/wD7RqqVJkyJsl2ZLeW8++tTrrizlS1qOSSfEknNVXVn75Rv5Mt\/\/aNUB1Tv837V\/tJP9qK5j\/NI\/wAo\/wD06Tm3Dp61EIOO0k+HtRXJtsr0ioggBNwGST\/7uqlCTdrHl0crD+9F\/wD9yb\/x2646P\/zgY\/2T\/wDgrrusDSVWq\/JS6lRMNsAAKJ\/d2\/ZXHSDaBqBgdsnIaf6EH+JX7K98m+z2obSKVbf3xi\/7dH94V3X79+5\/+8uf3jXCA2UXGGSQQp5BBB\/0hXdf2nBe7geQ485c8P8ASNebEr2sLo7tVfvsn\/c4n\/bt1yv\/AO9unv5MV\/3ciuOqv32T\/ukT\/t265X\/97dPfyYr\/ALuRVJ6cGv8ANOT\/ACix\/hO1SardsREmWCTb3LpFiPeeNPJEgrAUkIcBwUpPiofnrr9wI\/xltH6R39SgKRSqv7gR\/jLaP0jv6lPcCP8AGW0fpHf1KApFTx2P\/gp03\/uY\/tNQl9wI\/wAZbR+kd\/Uqb2y7Ij7X6eZS+28ExAO0bJKVdT3ZAP8AVW+fB\/8A9dV+x+aOU\/C39F0P9z\/1ZetKUrrJwA9EBuI7OjtT3lsxlupS84gZUhBPUgeOBWZHeH2Narubbcru8+qZLlItSWwlvzqI1EVIEgqOcD9zGADnJGawnWVLJH3n1PZIWtrde0PRNNRF2+M65MYC4rCkqb7PkUc+kCUjIyfCozMfLRSlTqqC1Tv0v5tvXv7N2pOZN8Wm5QrUJVJKzWzraKfnXV+jVdq10PUnh3uMa3Xd+66uszEyBbYdxajIcUslMhaAgOHlHJ0X0xnrjw61T08PmtlXRVqMm3JWi4yLatwrc5ErZbDi1khBPJhQAOO+vvnW90dEq\/rfuTcq4pZsLrCo2H5DaUZbQG+TBCQ30I6giqnK1fxFyITF3mXi6OLjzV2tEZxhJf7VbOVJLRRlQLaRnIPdnv61geVzCO6tTd+52W7Tde5K+QymSV8NVVuhXutp77vR7Nlot69Zb+v9p5W3mnmZF4kZuybs\/bpDbSgpnlQ024haTgE5Dg76x7Vzax1jrjUL7sDWVxkvPNSlSHWX2ktqS8UJQSQACDyoSMeyrZqYwca8aK+MSTl0rd6jXMynhZ4h\/E4uMFok9+nT29IpSlZRgkOeK3+FEfycx\/aqsN1nTigtTUzcoPLvECKfc9kcj6lhXerr0SRisRe4Ef4y2j9I7+pXA+UX0riPtM+seR\/0DhPsROGqP39k\/wDB\/cTVLqrasQG9QzGwtKwkpHMnuPoDqKpNQxsgruhwplxkoh2+I9JfdPKhplsrWo+oAdTUl+C7gX1\/xaai895nbFoe3uhFyva28lSu8sx0notz1+Cc5PqO6fYXhI2I4c7W1F250NBauIQEP3iS0l6e+fEqeUMgf6KcD2UBoVsXCTxMakiJnWbY7WD7CxlKza3EAj\/iAqj6x4eN9NvmFS9Z7S6ptMdHVT79sdDaR6ysAgfOa\/TNXFxtt1BbdQlaVDBSoZBHqxQH5WSCDgjBFK31cUHk0tiN\/IE286Ys0TROsXEqcauVsYDbD7vh27KcJUCe9Qwr5a0o72bI7h8P2vZ23W5NnMG5wzlC0HmZktH4LrS\/vkH1\/McGgLDpSlAZc4Tt4V7EcQmjNzFuqRDttwS1PAPwojoLboPyJUT8oFfpCtdzg3q2RLxa5LciHOYbkx3m1ZS42tIUlQPiCCDX5Ya2f+TO8oZadJ26Dw875Xwxrcyex03e5K8tsAnpFeUfgoH3ij0HwTgYoDbTSuth9iUw3JjPIdZdSFtuIUFJUkjIII7xXZQClK6Js2Hboj0+4Smo0aOguvPOrCENoAyVKJ6AAeNAeTUmobRpPT9x1Pf5zUO22qK7MlSHVcqG2m0lSlE\/IK\/NdxEbqSd7N7NYbnyc8t9ubr7CT96wDytJ+ZCU1NzymXlBLXukxI2C2Wuy39NNuAX67NHlRcHEqyGGj980CASruUR06DJ1vUApSlAKUpQClKUApSlAKUpQClKUBV9J6v1RoS\/xNU6Nv86zXeA4HY0yE8pp1tQ9RH9ncanltF5ZXe7SMOPa9z9I2nWjLKQgzELMOWoDxUUgoUf+EVr3SlS1BKUkknAAHUms+bScCXFLvSwzcNHbWXBm2vYKbhc1JhMEHxBcIUof6oNAbAGfLebYGOFP7H6mS\/y9UJuTBTn\/AFuUdPmrFG5\/lqtyb1Geg7VbY2vTvaJKUzLlIMx5HtCAEoB+XNWgz5GPijcih9zU+gmnSnJYVcZBUD6shjl\/rrEW6nk4+LfaeO7cLrtm7ereyCpcuxvpmoSB4lCfug\/m0BhPc\/dvcfebU72sNzdX3G\/3R7p2st0qS2nwQ2j4KEjwSkAVaNdkqLJhSHIkyO4w+yoocacQUqQod4IPUGuugFKUoDdR5GTQsGycON91wGk+fal1E80tzHUsxm0JQM+rmW4ce2subrcZN00Ju7cdobHoy3TrjEkQWGn5lwUw0fOuwCFLIQrlSFOrBIz0QPXWOfI56jg3XhQkWRlxPnVl1NNafQD1CXENOIJ+XKvzVeO9HBpq3cTeWduvZrpphYkSYrnmN07YofaZ80PZuhLahgmO56+jny1fw\/k9p+U3Fmvt7P8ApngvfHNrbS3ulGv+3FiTLhMXV1tMe7uKbWYkpMdIUtTSeULUHjnBwED1nGQtJb76q3on2rT+lHLfo\/z+3Ny35EnMuU64WwtbcVHKG+VIUD2iycgjCTWItxuBLdTWdyulwga00uw1LXKSxDeDxZLT8mS+oLw0T0LzacDoQFeoVkXROyOtdhZtn1UzZmdbtW23pjPMW11TEuEstBtZjtOEIfaCUpAQVJWAnpnurImqGz5lr\/vpLEXW2vO3HXfOIHePZm1ODc7RjNwStTrMCUp5DLq3Gwknn7PmQ4gpVkOJ5DkYKB31yt\/Fzq7UdynW\/TG31rdTbLyixS35d0W0huS7OdjsdzZ9EoYWtR8CpCRnJI8es9n9++IHTLjuq5trsZjdu9Z41wZ7N1S3AlI7VLPP2LYSCcFTiyT15e6qdauErd6zW3Udrg6l0iEaznNXG6uqVJ54Uhq4OSW3I2EDmPI5jCuX0kjwJrxKjbzrXPb1b+bexKTWOn4WrNIXnTF0ZS5Fu1vkQn0HqClxspP9tfl9vtrdsl7uFlfILsCU7FWR3cyFlJ\/rFfqPus1i1WeZcZjwQzDjOPOuKOAEoSSSfmFfmO1TuHqe8amu93j6iubbU6fIkoQJSxypW4pQHf6jWCZhS5P+akD\/AH6T\/caqkV7Lhervdg2LpdJcwNZ7MPvKXy578ZPTOB+avHQE5+H\/APgj0\/8A7Ff+Iqsh1F3bTiV0vojRNs0vPsF0kPwUKStxns+RWVE9MqB8auf7cDRfxXvX52v1q7TlvKTKqOCo06lZJqMU1rvSXYfNGdcjM9xOZYitSw0nGU5NPTVOTae8z3X3J6dT0rAf24Gi\/ivevztfrU+3A0X8V71+dr9as75UZR167\/AjfkNyh+qy9q8TPmT6zXus19vGnbkzeLHcX4U1jJafZXyrTkYOD8hNR2+2\/wBF4z9i96\/O1+tT7b\/RnQnS966\/7L9avJcpcnmnGVaLT7H4HsORPKOnJShhpJrc7rxJASpcqbJdmTJDjz76y464tRUpaickknvOa6sn1msCr4vtGIVg6YvR9oLX61cftwNF\/Fe9fna\/Wr35TZRHTy67\/A8fIjlFLV4aXtXiZ87+pr5WBPtwNF\/Fe9fna\/Wp9uBov4r3r87X61PlRlHXrv8AAfIblD9Vl7V4me6iBxZ\/wkRf5Na\/vLrIn24Gi\/ivevztfrVg\/encW2bm6qZv9qgyojTcREcokcvMSCo59EkY61rPK3O8vx+XOjhqqlLaTtr4G7fB\/wAmM2ynOViMZQcIbMld23u3QywKUpXLjuYpXJLfTnWeVP8AWfkrmlSF\/cuRKUnuJ7wflq4oX3ux5c4hCEpCnCevUAVdGooAW9HnOTY0RJt9vQ2F8xWs+asg4wDjAOfCrYSkqQppXRSOoH9oq7btHYu78e0rltxnmrfBfaW4lRQU+ZNc49EEg+iCOnrrLw0FKeylq1prbX06erVcDHrycY7V7JPXjp+\/zPDfoLlutdnQuU3IbcXIW282SUrRzJGRkAjuPeK6EAp0m+3j\/wBf\/sRVe1TcY8nb+yxYrLRajzH2W3uTC1JQhGT6wCok4+SqKBnTgUO52ePzlnB\/rzV3EUYU6uzTd07fe0fpXaUYepOpTvNWfgX9tDfrWizX9uZpS2vqiw2T2yEL84Ue3RykcuSMEAkjFee63y2P6ihxIGlbZB7WK8sPIbUHwOyc6KyB1yD1IOQatvbe4uWeRdJqV8gTFQlZ\/wBEvNg15rTNdumtVz3VFSnvOTn2divH9VS8s2rSydYXTavb5sb233va\/Z08bkbHLILMnX1ta\/zpWv0Wvbt7rFEgDNxt7Y7+0b\/rVmquiDFuesriifIdajtOSX3Sz1WpKOZXKnPicYqm2xv\/AMtxyr\/w3UH82MVdtmNltV7kXm7MBanLk8w24o5DOMely+Iyrr0PTwqPwODdXFwVSyinrfdZWWtv36DOxtZ0sPJwu5NaW33Z5d0oFnh3mFLssh1+HOt0V1CZCQl5shpCSFY7+7IPjVF1AhCrZp9SCRi2KJB\/3uRV\/wC8zWnJtweatsZPndrhRkrkIylLqA22kDl7ugJ64FWDqAFNq062AeZdsUT9LkYFe51hlhsXKK2XFpPzb2vudvXfS7S4NlGV13Xwyk73XTv6V3W10fSihUrtUpKPuXIFAd58c\/LXBSBjmQeZP9Y+Wodwtu1JJM40pnpjHz0q2eip47H\/AMFOm\/8Acx\/aageW1hIWUKCT3HHQ1PDY\/wDgp03\/ALmP7TW+8gP+uq\/Y\/NHKfha+i6P+5\/6svmlKV1g4AKuvTOvHdN6VvemEW5L6by\/DfLxcKS35u4VgYx1znHsq1KVbq0oVo7M1dXT9ad13l6hiKmGn5Sk7OzXqaafczMz3EdNnXiVc7rpluc2\/dU3Jth6WpSWQmOtlLacpxgc\/MOmMjur13Picl3G8xbsNKIZ83lNyShEv4fLEMcpPoYwQcnpjwxWDqVHfwTAXv5Phbe93tJhcp81Sa8rve1ujv6dxWNXX5vVGpbjqBm2s29E98vCM0SUNZ8ATVHpSpOEFTioR3LQhKtSVabqT3t3fpYpSlVFBDnit\/hRH8nMf2qrDdZk4rf4UR\/JzH9qqw3XA+UX0riPtM+seR\/0DhPsRKpqj9\/ZP\/B\/cTV2bB7PX3fvdzTW1OnldnIvsxDLr5TlMZgdXXSPUlAUfmxVp6o\/f2T\/wf3E1sH8iloaHet4dca7lMJW5puzMRo6iOqHJTiskf8LKh89Qxshtg2q2x0ns3oCzbcaJtyIdpssZLDSUjqtX3zij4qUckn1mrtqwbXu1a7nryTpJTIhR48ULS\/NJZW8\/2pRyIQrvT07zjPgKp2qt62dK3LUtolWR12Ta2kKtgQrpPdLYWprP3pTzJJ\/0ST4Gli060Er3Mn0q02tzdJNwGpFyurceQY4eeYCFqUg9mhahgDJGHE4PiSAOtUl3eC0Py7abOyZMOeh8KceSthSHG3mWuXCk+t4+HhQqdWC4mQqin5RLhWtHEdslcLlbrWhWtNJx3bhZpKE\/dHEpHM7GJ8UrA6D8ICpF2fX2lr85KatlyLioikpc52Vt55lKSCnmA5hzIWMjplJqhaC3Pia8n+5bLDHMm3mTJShRV2bnbKb7M5HqTn56DykbpX3n5llJUhRQoEFJwQfA18rMvGPt9D2u4oNyNFW1oNQod9feitgYCGXiHkJHyJcA+asNUKxTupSgJOcO\/lD+I3h1hs6fs2okah04xgN2i9cz7bKfU0vPO2PYDj2VMrS3lvdNqhpTrTYu5NygPSXbbqhTZPsDiAR+etTNKA2w6u8t7ZREUjQuxc1Uop9Fy63VAbB\/1W0En84qFnEVx98RHElHdsmqdTJtGnHFZVZbQCxHcHgHTnmd+RRx7KjjSgFKUoBSlKAUpSgFKUoBSlKAUpSgFeu0Wi53+6RLJZoL0yfOeRHjR2UlS3XFHCUpA7ySa8lbJvI68Nds1hrC8cQOq4CZEbSyxAsbbqMoM1acuPdehKEEAeorz3gUBIvga8mZonZy1Wzcneq0Q9Q67eaTIahSEh2JaCoZCQg+i46OmVEEA55fXU9UIQ0hLbaEoQkYSlIwAPYK5UoBXwgEYNfaUBE3jF8nvtXxOWeTfrNAiaZ16y0TFu8VkIRKUOoRJQnAWD3c\/wAIe0dK0Wbibfas2r1pdtAa3tLtuvVlkKjSmHB3EdygfFJGCCO8EV+oWtbvljOHOBqPbu38Q1htyE3fTLjdvu62kYU\/CdXhC147yhxQGT4L9QoDTzSlKAn75IHf6FtvvRc9p9QT0sWzXzLaIhcXhCLgzzdmOvcVpUpPtITW6uvyvQZ0y2TWLlbpTsaVFcS8w80spW2tJylSSOoIIBzW7TgH8o1pPfGxwNs92btHs+4EJpDDciStLbF5AGAtCj0DvT0kHv7xnuAE7aV8BBAIOQa+0ApSsYb+8Ru1nDhouVrHcfULEbs21GJb0LCpc5zHRtpvOSSfHuHeTQGIPKT8QVu2N4bb3Aj3BDeo9ZNrslrjheHClxJDzoH4KEZ6+tSR41oFrMvFbxOax4qd0pW4GpkmJBaBjWi2Jc5m4MUHIQD4qPepXifmrDVAKUpQClKUApSlAck5x0x31yGPS5VAk+sV1565HSuXaK693X2VcjJLeUtM5PHqkdCQOpHia9EKUhlsoVHYX6WcrRk\/2V5QpPIU8uVE99fApSfgqI+Q17Gpae2UygpR2WVhuclXwLfFV3A4ZJx\/VSQww7IUtSo7WQMJDRA+XFUtuXKZz2Ml1Ge\/lWRmvrsiashx554lQ6KUo9RWbHFUktY3f77SwsO4yvF2K+myWdcMyDqe1Jc7Mq7IxpHMFY+Dnkxnw78VbVcw+8AQHl4PeOY1wrHxNeNbZ2Y2t++llyjSnSvtScr9NtPYkK5pSAjtFdRnAHt9tcK5IXynqMpPePXViDSepeZUbBEh3a7sW64yfN25SuyS90AbUfgk5+9z3179baHu+iLl5lcAHWXBzMSUD0HU+z1H2VQFo5QFoOUnx9R9Rq9Y+40ubo5ekL\/HE5prBjOq6upwRhIUe4d\/Xvx0qZwMMDiMPUw+KvGr86E96f8AbJdD4S3p9JGYt4ylWhWw\/nQ3Sjuf2k+lcVxRZpJUEvp+EkgK\/wDkar+olSYl8hzIXolNst6kkgEAeaNAg56esdaoY5WAoE5UsYKR3D5aq2qUqVcYySTj3Mt\/Tw\/80arHpUW5L+rfpwf77zOdpJrgem9zVTdPWhp7sUIQ7JIajNBCOYlGSfbXTn\/9lUlCeUN3AYyc\/wDh5pLbzYLWEj\/xJH9qKq1p09dLxppMa2wH5Tjly5UJbQSSeyJx+YH81T+Hy6pXd7Xb6DHnUpYeF5OyXqR4tPrItN+5WWs+Zo+8z\/47frrlpArN\/Y5mGv3J\/wC9A\/8ABX6qq9m07co8K7Q34ymnZMNvs0rUBnL7Y+b56qmlNu9UNzmrqbYVRUxJUhS0uoVytoQtKlEA5HWpqOU4iMZXhLTfpu0T6DEqY\/C09nbmlfdqtfQWFbMi5sqdbJ7R5AODj74GqpcbvMh3KdEhymkNplvLSh+O2vCirqQSk47hXG3218S4b\/YOBtb6QlXKcHChnBrhqCKfdqf3H\/KXP7xqieDlSle1tPRv13qxccqVZWlZ95UNZ3m9Srg4iU832L0OL260sNpUsdg2cZSM9\/tqkX8KNusD5J5jbVpbBHefO5H116dVocFyDQJCTFiHHr\/yduvt+i+dQNOspSpLqbWoJQB8I+dSO721D4zBTrWabb4Xd9ex9nDtL1JQopqKSXYrHi0ja4s9c2RJYbfVEaStDbqiEdVAFSsdeVIOcV69U2yFFt7F1itR2VuSFNJ7A\/c3m+RKgrlycEZwoDpmvjWrn7ZpxGnrLBEJ9bwdlTEn7s4R3JB7wn2VR502VPkOP3Cc\/JLWUJW4cjHqGe6sGq8NhsIsNBbU2tXa1ne+966LTo9V740KeJq4l1p+bFPRXvdWtuWmr1\/zu8CkAoDqQQM4I9vsrilKlqCEJJUo4AHia73luPNtoQhQbR8FJJPymuCmw0kqDnphXLj19PA1Azitq63ErGWmp6HW5DjbYdAAQgYTz+A6d3rq4rNuHuNBisWex6ourTDKOVphl1XKgeoAfLVroWpYGfA4zWSNHWRy0wEz1oQmQ56S1FJyhOM8uT07uuPkqcyfCVcZX2aEnFW1afD1WIjNZ4elR\/8AkQjPXRNJq\/rueh6+74x20rkazuLZUkK5TMOR7D4CqNM3I3fgdZerr0hOcc3bkp\/OOlXU5OMt0JlS2kBxZ7JXMfT9Xf4VTJZjx1C2yVI7JxtRUtKiRgfhD11smMyydOF6Vaa9Mma5hpYe9quGpv0QS9mhbfvv7n\/Hm7fSDT33t0OuNcXf6Qatm4R0RZr0dtfOhCiEq7sjwrhEbS66W1dyhWmvGYxTdN1ZX+0\/E2dZXlrjtqhC32I+BdHvwbofHm7\/AEg09+DdD483f6QatpTLaeRQHgn+sGvO4gJAI9Qq3LG42P8A3Ze8\/EqjlWWy\/wDzw9yPgXb78G6Hx5u\/0g09+DdD483f6Qas+lW\/4jjOtl7z8Sv+D5d9Xh7kfAvD34N0Pjzd\/pBp78G6Hx5u\/wBINWfSn8RxnWy95+I\/g+XfV4e5HwKhfNQXvUs33Rv9zkT5PIG+1fXzK5R3DPz1T6UrFnOVSTlN3b6TOp04UoqFNJJbktEiur1lcnSFPW+zurCQkrctjClKwMDJKepwO+tm\/kTtXJuN73UsMiNb476otrltCNEbZK0pW+leeQDIBUjv9daq6lV5NXfSBsfxP2R+\/TUxbJqlBsM55asIa7VQ7Jaj4AOBOT4AmqSs3Kz9rb8jdyPd4H\/lKCYgkPSr2kyG2l9vzdk0PBQHUdAB076yBcNN2dyTdkybFIk+6n3Rx5ISohRZ7E9nnqg8gx89XQlQUApJBBGQR419pctxpRjftMcq25sNwl3ld0ssp1u5W+PakFI7NbUZodMLBzz83Xm6H0U+qkPbrTcWLBivQL48m3AojKeeBISVtL5cAAABTKOgAHQ+usjUoe+Sh0Fp2TTts0xJfdtdonKWpkRiVL5gpAcWsYz7XV\/1V3aW0pZbI81It0CXGWxD8yT26s5bLhc+c8xPWrmqz93dyrDs\/trqLcnUslDMGwwHZSuY47RYT6DY9qlYSPloeqEVuRob8o7eIt64z9y34akqRGuDUNRH4bUdtCx8ykkfNUa6rWttWXXXmsb3rW+PF24X24SLjJWT3uOuFav6zVFoVClKUApX1ttx1aW2kKWtRwEpGST7BV\/ad4fd89XMpk6Z2i1dcmVjKXI9ofUgj\/W5cUBYFKvvUuwu9mjmVSNU7T6stbSPhOSbS+hA\/wCIpxViqSpCihaSlQOCCMEUB8pSlAKUpQClKUApSlAKUpQClKUArfp5M+w2\/QvBJpC6uNBBuLc28ylJHVXM8vB9voITWgut\/Pky9RQNZ8FOioLnI97mImWiU3\/qPrwD8qFJ\/PXkr2ezvKobO0tvdxJBjX8W3sNydU252ztyUoXGUpQe7UKBUR6GSFJAyrwA8ap7W7tiU7F7eJJQxKU4A8hBdCQgujmwgE4+4k58Aa9b+1unJTbSJMq5vKjkdg45MUpTKOUp7NOe5OCR6+7r0FcU7TaUbUlTC7kzyc\/IG5iwEpXz8yR7D2ix89Q8lml1suNu3fw32SXTusbFGWRbLc1O76NEt+67b6N7fHSx7PfK0VzlJviAkEpDhbWG1kZB5V4wrqMdD39O+verU9vZkXJuTztM2yO1JddIJBQsKPQDrkcv9dURW0uj1pDK2ZhjoUVNR\/Ol9m0SrmPKM9PTwr\/WAPhVRu2hrReHpD0mTPQZcdEd9LUkpS6lOeUqHiRk1fi8ws3NRv2X6H09tvUYtSOUbSVOU7cbpaardbjba7E7bymxt29GyJElC5y2mGEBaJCmXORz0Sopzy9FDlUOU9eh6VRt+bFaN0eHfXlj7PzqJedM3BLPM2QecMLLauUjOQtKT3d4qsR9o9IRmfN2kzuzwolPnSuUuEKHaY7uYBagD3de6qLvZdLTtRw6a5uyX1sxLJpm4uNrcc9IuFlfIM+tS1AD5RVeDeNv\/wDK2bdl9\/gW8xWV7N8C53uvnWta2\/Tjex+bH3Iuv5NlfolfVT3Iuv5NlfolfVXL3bvH5Vl\/plfXT3bvH5Vl\/plfXWeRJx9yLr+TZX6JX1Vyat16YdS8xCmNuIIUlaG1BSSPEEd1Pdu8flWX+mV9dfUXi9uLS23cpq1qICUpdUST6gM0BK7Y7ykHFxsrCYsSrsvV1ljgIah3+Mt9bSR96h8YcA9hUQPVUjYXlptfpjpFw4eoq3x8Isz3UpPyAoJqMuxvk+eLvfOG1e7dY5GmrI8Apu4X+UuKlxPrQ11dUPby49tSOgeRg3bXFSq5b\/2xqQR6SGYr6kj5yoE\/moCztx\/LA8TGpoTsDQWg7NpHtUlIliM5MkI9qe09AH5UmoRa+1lululqB\/VO4l7vuoLrIJK5M5S3FfIkHokewAAeqpobj+SP4rtJQXrjo3Vln1ihlJV5tGmuRpKgPwUu4ST7OaoVaz0\/uXt1fX9M67tl9sN0jKKXIs9LjTgx4gHvHtHSgKB7kXX8myv0Svqp7kXX8myv0Svqrl7t3j8qy\/0yvrp7t3j8qy\/0yvroDzvxJUUgSYzrRV3c6CnP566qrlxlSZel7e5KkOPLEySApaio45GunWqHQGeNvOGeLrjR9u1QvVDsVU5ClloRwoJwojvz7KuP7TuH8dHvoo+usmcP\/wDBHp\/\/AGK\/8RVZTsFgu+qLvGsNhhKlz5aihllKgCs4JxlRA7ge812PAcmcoqYGlXrUldxTbu1wTb3nzjm3LflDRzOvhcPXdlUlGKUYvdJpJaXZGD7TuH8dHvoo+un2ncP46PfRR9dSvvm3+s9OTBAvGnZjLxZ7cBCQ6kt5I5gpGUkZBGc+Brs97zVqIDlzlWtUWOi3puiFPqCC9HKwgKQPvjzHu7+lZHybyBpSUFZ7vOeveYny05WKTg6srrf5kdPT5uhEz7TuH8dHvoo+un2ncP46PfRR9dSeFhvhd7EWeaXOUL5PN155ScA4x3E12S9N36Bao98m2mSxAlOuMNPrRhKnEY5k\/KMiq\/ktkl0vJLX+5+Ja+XXKezflnZb\/ADI\/pIu\/adw\/jo99FH10+07h\/HR76KPrqTSLRdXW2XW7ZKWiQrlZUllRDh9STjr81chZLypLq02mYUskpdIYVhBAyQenTAr35K5J1S95+J4uXnKZ\/wDffux\/SRj+07h\/HR76KPrr2zuFH3Qjw4snW7qm4TfZNAREjAznvB61JqbpDU9ukNxZtimNOOstyEgtE5aWMpV07gQRXG86XvdimTIcyGpfmKw2+6z90aSSAR6Y6eNI8msk+bGmtf7nru7emx7Plryn+fOq\/NfGEdHZ\/wBvRcjJP4QrNIcS5C1O9GHKApHY8wz6xk1hLd3bhvbHUrVgauapwcipkdopHJjJIxj5qnlUQOLP+EiL\/JrX95dQHK7I8vwWBeJw9NRntLdfj2bu427kByqzfNs2WExlZzhsydmlvVra2uYUpSvoHjXMIpydkdwOTaig9RkHoQfGuwuIQCGQcq71HvHsFdVcgM1n0rxWzEttJ6n1tHMcmshu6OVe5DN0l3KNAtzUG3sOPLPOsLMJspAbHpEEgDIHjV+8NHC3cd6fOdU6luS7Do22rCH5vJl2Y5\/ExwehVjvUeicjvPSpvR7ZtttwzHsm3egrTES1EjIVOlR0SpjwSygJK3XATnAHROB7K3Xk7klXFzThT2lxbdl7d\/pS9qND5Xct8Byfi6Dm3W082KTaT6btJdl7+hmtyVp6azp+1uzGzGa7SRyqdQpJWMpxypxk\/mqs2xLsTSwagSJ2TcQsBDnZZV2WMgDJ7q2cwbnIvtpjvvMWq5lBWFw5sBlwKT0GAFJIxVmbh8NWiN39KvI2r812\/wBVMOl1NuZ+4wLg7y9U+tpZ8DnlzjoK2iOAnlnn1FonZuLvb0qydu1X7TVcu+ErL87r\/FKidOb3bdlF6brq+vpsnwZAyw2G6P2u9rGnpCsxEYUWnlE\/dm\/Xiu3S9jurF4aDthlIQWn0qPZvJGC0v5RXvumltaaKmam01rWDcLfdYUdLb0eXzBSSHkdRnvB8COhHdVL0g\/PZvjKmpjyMNvfBcI\/8JdSkMPCpCUoq9+PqNwk610nJd\/iU+0uPW+4w0tOSWOxd9BCsOpTzHB9E4I\/NVK1JaHvdee8ypLyfOHCSjvHpHvT3j81XJadQXdmdHblLbmtF1HM3KbDoPUdxPUfKCK5agNimXS4usl23SUPOqSgqK21EE9EqHpJz4A5HtqrEYbyqUJN2W5P1bvYvYU0sRVoyu47+K19u5\/iWdqqOVXhCSlXWNE7u\/wDcG679TW0e51jfdcCSbcvlBSUk4kvnI8cnPiMdauu8WoOTDNde7RTkeGVICElSR2LfUnvHyj5\/VVI1isCBZVIWetucBJQG84kP\/g9c5x7Dj2mtcxOBVOCcl+7EnTxzq1HCHD99BYDzSUrS26lZUMjmSRlQB7vzV1Ty2ptKozS0s8vpt5OEqGQDk16ng7GAdSQoHuOTgEjqPlqnzHlPrUsISgE5wkd3srUMzpLYdlr++JNUryaf79h5Q+4lPJzdPaK+KcUoYOOnTuFfCMV8rUZOS0bM5JbzuYOMH\/SrMiryzcrRGYiHtGXGy+7gDoSOqcY76w0znl+f2VXtPagdtoEVayGz1BPh7K27ktmNHBVXTxGkZrf0NbvVqQub4F4yMZx3x3esuiLAFxnMtutuKGOVLYJykY7\/AGAdKtS8XmSidIiojNtJacWgJzzYwSPXgmq\/e7y7Btz022uBLktSWStJ6oSUknHqJwKsUkkkkkkk+qsrlNmHk6qw9B2a1bXG+799payzDuo3VqbtyXbx8DipRUSpRyT1JNcmlltWfWKJaWsgAHqOhPSuYjLxlZ5fAAjvNaYlK90TjcbWZxLgP3w7+nSutSsjGc\/NXLsVnPs9dcCgjvFUTlJ7ypJcD5SlKtFQpSlAKUpQCiVKSoKSSCDkEeBpSgNzPk4fKF2LcnT1s2O3ivTcHWFrZTGtdyluBLd2ZSMJQVHueSABg\/CHd1zWw4EEZB6V+Vpl52O6h9h1bbjagpC0KIUkjuII7jUzeHvyqXERstb4+mtSuRdeWGOAhpq7KUJbKB96iQn0iPYsK+agN7NK1t2Hy2m0z8ZP2SbQ6mhyMekIspl5GfZzcpqh618tzppuI4jb7Za4PSiMIcu09CGwfWUtgkj56A2Z3q92fTlrk3u\/3OLbrfDbLsiVJdDbTSB3qUo9AK0m+Ui49RxE3kbU7X3B1O31lklx6SkFHuxJT0S4QevZJ68oPfnmPhjCXEbxu7+8TchUfXOqDCsSVZasVrBYhJ9RUnJU6fasn2YrAdAKUpQCs0cLnCnuZxVa6RpTQ8LsLdFKXLteHxiNAZz3k\/fLPclA6n2AEjFukdLXjW+qbTo\/T8ZUi5XmY1CitJHVTjiglP8AWa\/RrwucO+kuGXaCz7dabjIMptpL92nEDtJk1Qy44o+oHISPBIAoCx+HDgA4euHS3MP23SkbUWpQkF++XhlL7xX49klQKWk5\/BGfWTUkmmWmEBtlpDaEjASlIAA+QVbGpdxLPp16Ayll24efSfNiqGQ4GVf6eD07+6vfZNbaS1I\/LjWHUltuD0FXLKRHkocUyfUoA9PnqrYk02luKXOKaTe8q70diS2WpDLbqFDBStIUCPkNRe4lvJ28PvEPbpExvTUXSWqikqYvVnYSypS\/APtJwh1OfWOb1GpSJUlaQtCgpJ6gg5Br7VJUfmt4kOGvcnhi3AkaF3BtpCTl233JlJMaex4ONq9fgUnqk9DWKa\/Rrxi8M2nOKLZq66KuDDTV8itLl2KeUjnjTEjKRn8BeOVQ9R9YFfnWvVnuOnrxOsN3jLjzrdIciyGljBQ4hRSoH5CDQHjpSlAKUpQClKUApSlAKUpQCtl\/kcOJC16X1Pe+HvVNwEdvUjguNhU6rCDLQnDrAJ7itACh6ygjvIrWhXtsl7u2m7vDv9invQbjb3kSI0llXKtpxJylQPrBFAfqbpUF+Bnyk+id9LTbtvN3LrB09uCw0lhLr6wzFu5SMc7aj6KXT3lsnqc8vqE50qStIUhQUD1BByDQH2lKUArXH5YriJgaX2zgcP1juKDeNVONzro22v0mYDS8pSvHd2jiR0PeEHwrO\/GFx87V8LljkWuPOi6i1zIaPmVkivBXYqI6OSVJz2aB34PpK8B41ok3N3J1fu7rm77ia6urlwvN5kF+Q6o9B+ChI+9SkYAHgBQFr0pSgO2JElT5TMGFHcfkSHEtNNNpKlrWo4CQB1JJOMVun4BfJuaV2eslv3U3nszF411NaRIjQJSA5Hs6SAQAk9FPetR+D3Drk1EnyQ\/D9A3P3suO6OooCZFq2\/aaejIdRlC7g7zBo9ehKEpUr2HlPqrdlQHxKUpSEpSAAMAAdAK+0pQCsT8Q3DJtRxLaNk6U3E0+w4+psiFdWm0pmQXPBbbmM4z3pPQjvFZYpQH5tOKHhr1twt7oS9vNXp84YI84tdybQUtToxPouJz3Edyk+BrEVb8\/KX8PNt3w4cLxeItuQvUuim13m2SEp+6dmgZfZz4pUjJx60JNaDKAuFNruc\/SUFcG3yZCUzpIUWmlLAPI134FU\/7G9Q\/kK4fRl\/VXpdffa0pADTy0AzpOeVRH3jVUvz2Z+NvfpDQE5dho78XaiwMSmHGXUNL5kLSUqH3RXeDWZNuNXI0HrS2aschedpt7illnOOfKFJx\/XWGdgVrc2k0+taipRZXkk5P7oqsg19A5bSjWyylTnudOKfocUfI2c1p4bPMRWpu0o1ZNelTbRnDSXEvLtNwdn33T7L3IltmGzBShhliOFLUprkwRhSllRV358etE8RsfzBlt7T0l+SzaU2vkdkhUchMoPJXyYyDgcp692PVWD6VTLI8DKW3sa6cXwK48qM0jBU\/K6K+9J79\/D\/jcZ7v3E9KuXui5abTMhOS4aWGHUuNBcZfnKHV8qkISSnCSkAknrVB1bvnI1LaVMxrKttbF3kzmfOAiRFDb6QChbS0lJUCklJ8MmvHt1uEnT+3uqbLIuURmQpMc21t2K2tZKnh23KopJ+BnOT8lXwzeNi5dwuljSm1WyzpuFtU2rnkLbmpS04p1awFAgc6ko6YAHX11Fyw2GwVRpYZtRejV3dWjd+x7td0iejjcbmdKLljYpzWqklGzvNpXTfGN2\/N0cd+iKNZeIWHa5Nluy9NT1uW2F7nvR0TEiEkdkpHastFBCHeucnI7+nWvQxxOPsS1uC0SSw9cnpb7YcbR5wyuKlhLbgQlKVEFIVnHX+uq\/LuewMd9dnhSLUqzSrpCmvRe1eDQIirDgCsFQSHOXpnHX1VgvcNGnEazuidJPR3bSHR5suO2tDZTyjPKFkqxnPjVWEweCx1RqWHlHTe77ujseu4pzDMczyyipQxcJ2luja91x3appLXu11v2dv6+\/a5DUSNcmJ8uzRLU48ZnMlHYqTlSBjKQtKcEZ7zX3XO+lv1ppyfZTZLjb3HpDzzKos4NtOhwIyJCOX7py8nTqOhrD1Klo5Pg4SjOMdU7rV9nga\/PlFmNSEqcp3UlZ6Ldq+jpb1FRM4qbPdp24cZ+FbJchv3ObTztMqUnPMrpkCpZ1EnismS29w40VhasKtzZASTnPMruxUHy2SeVO\/8AVE2j4MG1n6+xL8jDg03qE\/8A5FcPoy\/qrn9jeofyFcPoy\/qrzNO3JxBW29IWM4PKpRxXDzyZ+NvfpDXIacHFXa3n0g2noe0aa1D+Qrh9GX9VXvtps3ftb3SNElW2cyiZLat7CUt8rhfdPKhXKodUDvJqwWX7i+sNMvSXFnuSlSiT8wrKvDvqWXZd19IXKbMcWmPcQmOha+iM5yo\/OQB\/9qn8ow8Z1kpxv0dF+F+xX9eiIvN8RLC4SdWL+aru2+yTbS7XbfwNhGodPw9FW+2bbaLt8huyadiNwWeVo\/dVpGHHVYHVS18yifbVGuyVomIQ4kpUmNHBBHUHsUV4pU+TKmOvrfWStRPwj66+JKlHmUSSfEmu+5XglgaEKMd0Vb8NT49x+Nlj61TE1fn1JbT9d9O\/Qq7EyRBjQpEV0oWlbhBHyprIWnyvXEFDEBss3Zt4FJQQOYhPfk+H9lY6cSE26KVfhOYHzivRHuL1ttgntSzHUxJ5w7zcvJhPfnwq\/icN5eF4O0k3Z+vj0ojalKFWp5y4Ldv3L0mRdfbaWLduyStB7xtN267sxktW3UDScvsDmSUpUsDDrWQMpPd4EVCTXPDNuHsnrlm06pYYdjPtPOQLhHXzRprRaXhTa8Yz60nBHjWe9bceOk3dL3PTcXTrepLrbmEhc1DvZshXaJTkKAySCeuOnSsXae4w9ydWMnQ1903ZrnYZbbxEOSypamz2asKacJ5kK6d6cVrGWqVOrO6WzdqUU9PtQetu2L0fSnqdu5MyzzCYeFLEU5Oha8ZTaU4\/2tSaurWs9LcLrQjwi0zIVwjpkMLRl5GDjoeo7j3Guc6yrlXyYqU2tqOJDpWvoDgE5xnvrItiXbJsptSkuMOKfGIziOfs8KBAJI69Mfnrwautkb3XkPxloLiZay6nGSlPcceBB+XI61uuPyOMV5bDvahYn6ecTlelJWfT+\/8AJQdUojxLo3yuLkQRFj5TzBs5DCMJyR4nrj299WtqpK1W2xXHtUdqmAtDiQoH\/wBaewfHmT0P9VV3Wpa92VoS4MrZjnnBPf2aB07+4DI+WqHqeQlqDZGkNslty3rBLfMOhkv5HU91aNjaa2Yp7vw0J7BRabe9\/v8AfqLFlR3HQpxv0kKWRylQKubGScd+PbVIUw4tRDbaldM9BnFXLOfehL83S2gcgV6XL8MEYB9WceNUZye+04VKSlQUCFJxygj5sVpGYUIRk1I2fDVJuOi9BSVtrQSFII+UV1YNet+S4tISQnIPVQHUjAAB9gxXn7RSUqSMYV3gitCxVOMZtIlIuVtTsS242E86SObCh7Qa+erv7vqr0ojTZbCUuL5UJ6JCmznHygd1Sg204fdtdRaGs96vNqkOzZccLeWmU4gKVk9wz0qUyvJcVmsvJ4eysr+c7fhc1\/PuUmD5O0Y18Ym1J281X4X4tdBFxMx4QlwiMoU4HMnvBAI6fn\/qrznP9dTR+1j2i\/Ikv6a79dPtY9ovyJL+mu\/XU3LkVms7Jyhp\/c\/0mqL4U8ijuhU92P6iF5cc5eUqOPVXFS1nvUTgYqaX2se0X5El\/TXfrp9rHtF+RJf01366ofIbNH\/ND2v9J7zqZH\/RU92P6iFqnFrPpHNcMnvzU1ftY9ovyJL+mu\/XT7WPaL8iS\/prv11Q+QmaP+aHtf6T1fCrka\/kqe7H9RCqlTV+1j2i\/Ikv6a79dPtY9ovyJL+mu\/XXnyDzP+qHtf6T3nWyP+ip7sf1EKqVNX7WPaL8iS\/prv10+1j2i\/Ikv6a79dPkHmf9UPa\/0jnWyP8Aoqe7H9RCqlZI380XYNB65Fj03GcYieZtPcq3VLPMoqycnr4Csb1qeMws8DXnh6ltqLs7bjf8ux9LM8JTxlG+zNJq++z6d4pVavkhMC6PRI0KIltsICQWEk\/BB7yK8Puo7+KQ\/oyPqrGM08dK9nuo7+KQ\/oyPqp7qO\/ikP6Mj6qA8dK9nuo7+KQ\/oyPqp7qO\/ikP6Mj6qA8dK9nuo7+KQ\/oyPqp7qO\/ikP6Mj6qA8dK9nuo7+KQ\/oyPqp7qO\/ikP6Mj6qAmF5JfbaJr3i3t93nsh1jR1qlXwJUMjtRysNn5lPg\/KK267k7jabY3BZ24kbuWuxz7nb3Y6bWtWHy44hQbWFYwk9QQCQTjpnNayfIwajitcRuqbRKRGaeuOknhH5GkoK1IlR1FPTv9HmPzVP7fHgw0vuPuS9vIi83hNzS2y45boq0oEh1lKUoKXMcyOiRnHfjpjNXqCp7X+o7L8yxiHVUf8ASSb436DGewGmdQ7P3nU9vuep4V4TfWy1FQJSk9olHMXngleDzpSQSR4HPhXHamw6N2hterdZ369z7hHudqUqOmH6CFsLdHZ+me9asp8MDrWZrPoPUmhJDWoLnZntVLnla4UKTAS4uzqLRSppLjSOb7r3Fa+gxhR61RmoGpXpPu7cNk5M2Hd+whe5MkuqiwUIKhltjsstghIPMRgE9SMjMrHNW1OFSTtPZ2rJapcF0ekiKmVtbEqMVeG1stv5rfF9NnwMhcN27Nk3R0Y4LNapkAWRxMNbclztCoEZSoLGM\/8AyrLlYN0zd9W6AhKtVh2UjWyE4+VBNvbeWlS+UEcwSgkFRITzH0U4JJAqoTdyN059xcsNq0QGJkd2E464EurbbQtxtS0rWUcv7mpQIB5u8joM1F4mVKdWUqEbR4J6krg4V6dCMcTJSnxaVkzMVaAPKcbfRdveMTWDEBhLMW+ojXxpCRgAvt\/dP\/1iHK3iaJ1drG73U23UmlpNtQWFSEuutLIKu0UOQLCQgYAT0UeYhQPXrWm3ywF4iXPi\/eiRVIUu2abt0V\/HeHCXXMH\/AIXE\/nqwZJCSlKUApSlAKUpQClKUApSlAKUpQH1C1tLS40tSFpOUqScEH1g1IraDygnFXstHZtumtzJFxtbGAm33ppM1kD1Ar9NI\/wBVQrA2nNNah1heounNK2WbdrpOcDUaHDYU666o+CUpBJqdO0Xkdd\/9bQ2LpuLf7RoiO8AvzZ3MuWkH8JCDypPsKqA9rHlqOItuH2D232hHX8D7v2EpP\/SHsViDdbymnFxurHetr2vWtNW59JSuLYIwi8yT4FwlTn\/UKmKz5D7Rgi8sjf29GTy\/CRZGggH5C5kj56xTuh5Fzd\/T0R6fthuDZtVBsFSYkpowX1+wElSM\/KRQGu2bNmXKU7OuEt6TJfUVuvPLK1rUe8lR6k101c24e2evtp9SSNI7jaTuVgu0Y4XHmsFsqH4SCei0nwUkkGrZoBSlKA3c+R5sNr0\/wmztTLU007d9STXpLyiEgIaQ02kEnwGFH56l\/C3A89lQjFtSpkG4LU2zIhPIe5FDPRYyMHAz0zioY+Ro1rb79w1XzRCnEKmad1G+t1o4z2EhttSCR6ipLg+ap2w9PWW3yTLhW5pl0lRygYAJ7yB3DPsqzUjUcouD9Pd2Pt6DHrQrTkvJysuOmpRka8ZXOnxPcuSEQA8Vu8iuVXZgk4PLy+Hrr3taiffu0O2t2xXJMi+dpeLo9FHo5yO\/OVCqt5tH7NxnsEdm7zFaeXorPfn15omNHQtDiWEBbaOzQoJ6pT06D2dB+astyp8ImPChi18+rfW+5LS+7jw4lr2vcGPco78v3KktNM8uCpKhzZcCOhKQD356E1VV6lhotM+68hIgF8Lb5hzK7IkHHy4qpCJFEcRRHb7FOMN8o5Rg5HT5a8wsNlDzsgWuMHXwoOr7MZWFfCz68165Um9FYphSx0IpSqKTtvtbXp47tNCjwbrC13p+6Q34C0R32HIrrbqVALQtBBHpJHTBr80+p9v9TWXUt2s7Gnbs43BnPxkL8zcPMlDikg55fHFfpfv8qw6E0letQqZYgwrbBfmyFISEgJbbKiT8wr8w9+vEi+X243p5RDlwlvSlgHoCtZUf7atzcXLzdxl4aNaFJRrtOXFrce672+fbNN2+NcoT8R4y5Cw2+2ptRTytDOCM46Hr7KoNfSpSvhKJ+U18qkvk5+H\/APgj0\/8A7Ff+Iqsh1D3QvExdtD6VgaWj6WiSm4KFIS6uQpKlZUT1AHtqvfbiX34lwPpS\/qrsGXcrcpw+DpUqlRqUYxT82W9JLoPnbOPg+z\/F5hXxFKknGU5NedHc5NriSkpUW\/txL78S4H0pf1U+3EvvxLgfSl\/VWZ8s8n6x+7LwI3m35R9Svfj4kpKVGGNxdajlr7NjQ8FRAyf8qX0\/qr2xeK+8dry3PScCMg9B\/lSiSfkx3e2rkOV2Uz3VH7svAtz+DzlBDfRXvx8SSNKwFaeJuXd5i4zFhhAN4yovqwc+o4r1weIm5vX2VZ5NggBMflIcbkKPMkjOcY8Ky4cocvqNKM733aPwMSfInOqe0pUlorvzo7vaZypWGLhxAuMX2PaYVvtziXUcyg4+sOA5PcAMd2PGvLuDxDXPRTkFMex22aJjKnCPOVBSCPWMd31GqqmfYGlSdac7RTs9Hv8AZ2lFLkbnFapCjGl50ldect3tM41EPiuWprcyG4kkFNuaII7\/AIa6rP24l8+JcD6Uv6qxTuhuPK3P1C1f5lsagrbjpj9m24VggEnOT8tabyn5R5fmWB8hhZ3ltJ7mt3pR0PkLyNzfJM2WKxtNRhsyV9qL1duCZ57FZpeoY8l9lbMZmJzPupQrkK0+Pj1xnp8pqizoEqJJ7F+MlpWcAIPMD18Dk1XNN3C2QrZKZmQlF2WC3HWXCAHPBXQdw7vnqoRNaGSHYepLV51MW2mMw4r7mWeXoOmOvTpUJDDYPEUKflJ7M2tXq16Hpo7Wta6e9nTnXxVGtNwhtQXDRP0rXXje9muBStJpfh+fXyNMbYfgNfch2vI4pazyjkH3xHXI9tVLTr3uZfPdVKO0TY0GQo56FaCAM+wuqHzVQ4r60SvMmkrjtF7ncaV1KSnqOpGciqk0sxNHTHh+6XCYyxn1oQlTiv8AqU3+apHBzjTpwjD+S7\/\/AK3\/AKVr0FOLpucpbX89l6np3ec\/WTr2+1jb9daYhahgOJ+7tjtmwerTo+Ek\/Iau6OgKOT3CoGbR7p3jba8JkMKU\/bZKgJUQnoofhJ9ShU39LaktOqbJFvdllJfiykcyVDvB8UkeBHqrrWS5pHMqCvpNb\/FHzVy25KVuTmJcoK9Cb819H9r7V3rXptckkhNujKUQEhTpJJ7h0qJ2\/e97mr7RK0rpK5djaoty7CQ8lwp87WlPpA9P3PPccgHHyVlvic1+5obaZLcJfLPvLjsGOQeqAcFax8iQR8pFQvsduenaacZHOFGdzE84T6IbySQfhdATitc5T5zVVeGV4bjdzfpbsvXvfqNx+DTkvRrQlnmMWkbKCe66SvL1bl2342Lq0PLjJs2onVtto\/yJttCErVlKu1R6Q7yfEerrVzbcS5b2oY3m6XHJLiXUjkGXCS0roMDPXJ7utU3b3TL12Xe48VpaE+ZNBTq+5I7RsKV8uc4rNW3WnrbYbhHbtzGFhDnM8eq1Hs1dc1sXJfI8TjKE60vNgr69LtwRuee5ph8JJRS2pStp0ekolh2v3FXLhTZVoMVhTySFPrShShzZ9IDrn5a9eutF6ksMmRNnR0qjF5YDrSuYJyTgH1VmnQmqxJWxab3hQKkpQ6rx69x+urk1Dptbb0tSGhJhurVztKHNgE\/1ityjjqmW1fi9RK34+g47X5Y4zD19nFU4pX4Xs12NveQi3EhGHe0yGuiHY8cjA+CoMoyKtzUv73WIePucr\/un6kJvvtBK7ORfNMMLfabZYdXFSMqbAbSDy+sY8O+sC3SALpbbQWLjAaXFhqYebfkpbWlfnDqsEK9ikn560LPI06c1Kn81q\/du9p2fk7mtDNqHlKMrtOzXFelfu5axKpiGIspThaQshHL0PpdABn2iqNLFvJT\/AJLK6nA+6p6n+bV\/y7C69piKRdrR2sOU6gHz5v4CkpWnrnwIX+evNHt9ot7F0bnTLauW4SuGpNwZwhw9xOfDBPd9VaTjo06jSlJLTe\/w\/I2ShVnFNxg3q1ZPttfvuWBJRbmG3m34M1D6kjsSp1PKDnrkcoJ6ZqmHrWRbpYdSaxhi4Kn2JXmiQ24puS0AEJGEnI7vEZ8TVqK0rKQcKu1nB9s9sf8AzrQ81pRjWvT+Y9zta5MYSo5Ran85b1e9ijqakIbS6ttxKFfBUQQD8hrYJwx6ZuOs9F6O0zalNiXcGEtNF1WE82Sep+aoO\/Y7JdaSF3ezHlRyj\/yg14Z9tTu4btQXDbzT2kdQ29ESTKtbYeaBXzsqPXHVBGR18DWwcioTjiK0qPzth2v03Vu8518J0qUsHhlifmeVW1bfazvb1GUYuz2qnbSm7yWVMIdjTZDTXYrU6rzZTaVApx0BLicHur1WzYPcybO9zp2nZNueciSJMdMhGC+WUhSm0gffYUO+vRE4gNbtRY8aYtqY5HjzIyZUhTjjwRJW0pRBKsZSWk8vTHU5zV1ax4hG7smPF0bZHFy5SLgmY6+x2anXZiUpWpCG1H0vRznOCT3VvNStm8ZKCjHW+vRvt0dm\/uOV0cPyenB1JTneOzpucr22unt3aLtMUr2+1o3qYaOc03NTeSvsxELeFlRTzADwOR1qo+85uh569bhoi6F+OwmQ4kNZAbVnBB7jnB6A56Grrh7xaptW49q1DrW2y4jFvaZS7bktrb7Ts2OyQspcOSSMEnPrxXdE4nNXW5py323TtkYtfYJZjwkoeCWFJUpQdSrtOfmytR6qI9lXZ4jNHbyVOL0Teul+Nte7v6bFLCZEtry9Wa85pKyvZJWurcb7+z5vFUHSmw24Wp0edrtDtugG3uXJEqQhRS40nHwAnKlEkgYxVNVs3uembEt50Vc\/OJza3Y6C1guJQnmV8hCeuD1x4VVEb6asbU24IkIrbsJsCVEOH7mVhfa\/C\/dMjv7vZVWXxD61uEpTkLTtqbedbluSvNmnuaQ88wWnJCvTOFBGT6OEjvxXjqZtGTezC2vq6OPt\/Leexpcn5wjHbqKSau+m9r6W0trb08dxbTWyG7D8diUxoW6OMySkNLQ2CFcxIByD0GQeprxN7V7hvQF3NvSVwMZuX5itzs+iH+07PkPiDz+j16Z6VdkzeXcCyWqDaJ1kjxWnLNb40dTgdSp2Mw8Xm3R6eCVnoT3EeqvYOJzViYM2EnTNhSZ0vzt11LboUVediTjo5g+mMZIzy+PjTy+atXjCDV+nh7f3YfFcgTtOpUi7cV\/NwXzd3j2a2i7svumzcG7Y7oe6IkusqfSktdORJ5VEnOBg4HU+Iql3Pb7WtlsiNR3bTM+JbXF9mmQ60Up5skD2gEggHuOKvNjiF1MID9ouNhs9xt8t2U7IjSQ8UuF55L2MpWFAIWkcuCPbmqdqne3U2rNGR9FTrdbmI0cIbD0dLiXFNIUVIbI5ykhJPQ4z0HWrlOrme3FVIRtfW3R0rXf2fjwsV6GR+TlKjUntbLsml87Syem7fr3K2uvbit\/hRH8nMf2qrDdZ14nrK7P3KD6LhbmR7nsp5X5aG1d6vAnOKxH9jD\/5Ys39IN\/XXGuUX0riPtM+kOR\/0DhPsROrVH7+yf8Ag\/uJql1V9WtlrUMxoqSooKU5Scg4QO4+IqkVDGyCuTbbjqw20hS1K6BKRkmpBcInBfuVxa6pch6fQq06ZtziRdb8+0Syxnr2bY6do6R96D06E4FboNg+BThz4fbXGa03oeJd7y0kdte7u0mTKdX4qHMOVsexIFAaDbPsvvFqGMJtg2n1lc456h2HYpTyD\/xIQRVO1DtzuFpE41XoTUVlPquNrfjf4iRX6hG2mmUBtptKEpGAlIwAK8t1stnvsNy33q1RJ8V0crjMllLqFD2pUCDQH5ZKVvG4pvJX7LbxW2Vf9qoLGhdXpCnGzETiBMV+C6z3Iz+EjGPEGtNG6+0+u9lNc3HbzcWxvWu821zlcbX1Q4k\/BcbV3LQodQoUBaFKUoDM3B5vINhuI3Re48l9TdviTvNrlg9DEeSW3c\/IFc3ypFfo7hTYtxhMXCC+h6PKaS8y4g5StCgClQPqIINflera75Mnyg1nbs1t4dd7tQJiyIpEbTV5mOYbcb+9iOrPRJT3IUehGE57qA2l0r4lSVpC0KCkqGQQcgivtAK+BKQSoJAJ7zjvr7XB11phtTzziW20AqUtRwEgd5J8BQHlvV4tunrPNv14ltxYNujuSpL7iglDbSElSlEnuAANfmw4lt13N799dZbnqUos3u5uORQrvTGT6DQ\/mJTU8PKc+UDtOsIE7h12VvPnVuLnZakvMZf3ORynrFZUPhIz8NQ6HGB0zWsOgFKUoBSlKAUpSgFKUoBSlKAVcu223eqd2Nc2bbzRduXNvN8kpixmkjpk96lepKQCSfAA1bVbYfIwbDW5qzal4hL3b0uTXnjZLK6tOexbSAqQtPtJKU59QI8aAl3wfcFe2\/Cno6M1AhMXTWMphJu19ebBcW4R6TbOerbQPQAdTjJqRlUK4630xbIcifIujamIj3YSFtAr7JfXorHyEfL0qpW66W+7RUTbdKbkMr7loOR8nsPsoD10r5zCnMKAxRxFcM+13EzoiRo\/cSytuOhtXmFzaSEy4DuOi214zjOMpPQ+Ir8\/3Edw\/a14ad0rltnrWOS5GPbQZqUkNToqieR5s+o4II8FAjwr9LHMKgv5W3YWLuTw9r3QtlvSu+6AcTKLqU+mqAtQS8jPqSSF\/wDCaA0gUpSgJg+TF4lbdw\/b+Iteqp6YmmNbtt2qc84rDcd\/myw8r1AKUUk+AWTW+VC0OIS4hQUlQBBByCPXX5WQSDkHrW0LgH8qHb9L2e37N8R1xUiDDCY9p1MslXZNdwald5IHTDg7h0PdmgNs1K8Fiv8AY9UWiLf9N3eHdLbNbDseXEeS606g9xSpJIIr30ApSoq8W3lCNneGe2TrLCukXU2ukoUhiyQ3gvzdzHQyVpyGwD978I+rxoDHvlX+Jy1bVbLPbPWSeDqvXbfYqbbV6Ua3A\/dXFern+AkeOVHwrSHV5bu7t653w17c9x9w7sqfeLo5zrUByttI+9bbT96hI6AVZtAKUpQClKUApSlAe22TjBdUvBIUMdK+zpYmvpc5SlIGPbXi+D3ivoUBV+NVqGxwLTpR29viXrPlWm32hLtjdDL620glOCpR8c1UXLba4mmPdiHcXRcH2MuvlZ5ic55R6vVWOgtPq\/qrmZK+TsudXJnPL1x+bNSVPMYRfnQ0Sslfj0\/vUjZ5bJpKM3vu+1dD7D09vJVIEgvul3mB58nmz065rlIlS5au3lSHnnOTHOslRxjuryB5IPd4+r\/712RyXldk20pwkHCUjr3fLWGqrl5t9\/aZzppedbceZIyCArBPgfGuTbalnIHQePhXN1Cozy20nIT0ORXPzgcwLTZGE9fCrNOC2kpF1ybV4nFCXW1oVyqUAcjFe5n3MVECJDExU1TpUFpdSElvHQYIzzZ8c15GnnGiFFS8qHj49aqLb6HRycjPJzZKSASFEdcHr6OBUvhYJu1\/aY9Zv\/hnWzIgMOKdQ1ILgSoeksYyRjr09td0q5dpaI1pDWOxeW\/z57+ZCBjHs5f6663mMc5YSFJV6IOMj5iPm\/PXWW0oW2XcKBR4H1dKnKKlGLj+\/wB7izswk1LivD\/LOcVQwATWdNqNwbroRcJ1IcdtshpJfjnuUnuKk+ogg1hQ+bLcLrDS0JSQCMD4R8O7p49KvbTU4yYzDTSW1JaKmwFjw7xk1vHJWqqWIcG96Ne5RYSlmGFdKtG8XvT9H49DMs8Wd2iap0toi52uSHYLzktQUPvV4R0I8CPGsN2ePJZ0qTyJGZ6eZSkDu7LoMn5RV735lqfou3WuUsoUmRIcSk9eVz0cHGegx0\/\/ALV1WqA7EsDEZcRccLuSEuYBKXAUejn\/AISTnxqVxuSyxGP+MLdJrwIfJnDKMrjgIaqF7X4pu\/5\/8GSNB2dyz6WnB05W\/EQ6sgYAKnUHlA8AKurRyOa7M5\/Ad\/w1V57CptduubSgCkRkDH\/6RFVPSsRTF3ZWOrZQ5g+r7mquzRpwweElh4KyirL3Uc4xmJdaalU3t37ytaehc8pjA+\/T\/bWTrdc50SU\/GfSX2u0UBnvT1qyNItpXJZPT4af7aybGt6VynsJyS4rw9tabneIi5uM1fQ5hnuIjKDhUV9Sn6wZhntpkZCm3BHbUpJHQ+gmo0bsbKW\/VyXLzpVDUK79VOM\/Bbkfqq9vjUr9aWxUeK6HEFJcaZQP5iSf7KwzfCqG5ztkjBqFwdKlmGH8lPXo9hIcm8yxWW4l1sLNxmm9+5roa4ohPPhTbTarjb7nGXHkR5qW1trGClQbcyKolxjR3IcuW4nLza2UoPOBgFAz6PjUlt\/dIp1Lo86ktbCRNgLC5KW0ek8g+jk47+UH81Riuc+OqI\/FbWS4qSVEcgxygYGFd\/hWg51QWXVZ0q2tou1+N00vWmfS3JjNlneGWJgtmW1aS6GrdzWqKppmUljTl1Sm8OMuLRhDCUEhw5zg9e7HX5atF95x0gOOqc5e4q76IcU04HWzhSDzA+2utSipRUe8nJrneMxcq9KFK1tlW3vXW5t1DDKlUnUvfad+Gmlj1xQlzkZU6lsLPKVqWAE5J6npnFTs2hZRH24sbCJDb6UR8Bxs5Sv0j1B6dKgs5HXHjNuqJ7NaeisdMnPSpx7KkK2u08oHIMUHP\/Ea2nkP5uLqRe\/Z\/NHLvhW87LqMk9Nv8mXtV3bVartmi9bQ79d2XVxm0OtKWyAXWCtBSHUA9OZJOR8lWjSuk1qUa9OVKe5qz9Zw7DYieErQr0\/nRaa9KM+WDc7bSzuyGb5fLxqV3tGF+6Fxtbb63Y6SsuREpcWS2lXMk8+c5Brujb3baRLSmFG0nCSY8SCIoctTThbfTIJfJUeqh2JKQT41H2lRUsjw03eTk93Ho7EkiehypxtOKjCMVZNbm3r2tt6cPUSWm7jbN2zTcWW3BhymZ3uotNqat7KncqlqUwXHM8zPKnBCfEV5Gd49pbJf03HTkaW03OlXR6UtVqa5o7cqPyNtoGTzJQvHTpkZ9dR0pVCyDD2alKTvfj0+rh0lyXKzF3ThCCts20\/ptxvpe2q3dHFkg2969uIcS2IYsjUqQwxaYspyRa21hTbJWJPKDkAqChjFenVGodsZmy9ydtarNDlSorUeFb0NsKkpeEsqU6SnLqeZvGQrAGMA1HOlVfwOhGUZwk1aSe\/fbh++0pXKnFShOnVhFpxcVpa21x\/fZ0ClKVNGskOeK3+FEfycx\/aqsN1mTit\/hRH8nMf2qrDdcD5RfSuI+0z6x5H\/QOE+xEqmqP39k\/wDB\/cTVw7L7Uai3v3Q07tbpVI90NQTURkuKGUsN963Vf6KUhSj8lW9qj9\/ZP\/B\/cTWwDyLGgId\/3q1jr2WwFq0vZWmY6iPgOynFDP8AMaWKhjZDa5sttBo\/YrbezbZ6Igoj260sJQpYSAuQ9gc7yz4qUepPzeFXxWCdwtQaruu5ETSNvv0iBHcmIjoDCy30LSlekR1PWuWmL3qHTm440tKv8q4KQ+3HkpedWtGFpKgU8x7+laE+X2GWIdPyE\/Jqr5Jz0tt3tuvff3am0rktVeGVfyq2nDymzZ\/N9O7\/ACZ0pWA9ccVjej9QamYi7a3a66b0VMjQdRX1qW02mG68EnCGVek6EpcQVEEYz41X9WcTW3Fg0vJvtuuCp8kru0WDGLa0CTLt7SnH2ubHogBPwu71Vvpqxl2oe+Um4TLTxBbMztX2O1p+zjR0dc63yG0+nJjpBU7GV+ECkFSfUodO81kDTvF\/obXOjLfetH3C3i8KVZTcoFwD7SI6Z6gn7mvs8u4VzoSoDlKk9SKyNtRu5pfemyXa6aehXBqPbLpKs8hE6KporcZWUKI5h1ScfN3HBoD8yZBSSCMEdDSsvcXW3UTafiW3F0HbmQzBt19kKhtgfAjuntWh8yFprENAKJUpKgpJIIOQR3g0pQEuuHLymvERsFHjafnz2dbaaYAQm33lai6ygeDT49JPyK5h7Kmtpjy1uyc6I2dV7Y6rtcoj7omKtmS2D7FEpP8AVWm+lAbi9WeWv2cgxHPsN2s1RdZePQEx5mK1n2kFZ\/qqD3Ef5SHiI4iI8mwPXVnSWmH8oVabKpSO1QfB54nnc9o6J9lRVpQDv6mlKUApSlAKUpQClKUApSlAKUpQCt9PApFGi+AXQsi2MFT0+K9LdUjv5npSyVH5BgfNWhat7\/kuNV27cDgvsOnHXg49p+RMtElGclI7ZTjf\/S4nHyUBZlh301fZIGpLdM0iq\/OTrm\/EZyvzZppDT0x1DhIbUVZSwB7ecfPdOwPEDeF3\/UVni6YWluJbZtyX2khSilxrBQHEcoCAoH0cKOUnPSs\/u7aaitdlu0K0yY0p+a421H7T0EtsIUVJz7e5PTwFezRm0Z0xDdcReXmJ8lZW44wlJCAcFSBzDqCR6qJFUUpOzdi2bTxGl+2Nv3DSckznWkqbYZOEuL5ik8ilfDH35KQeVGT1Ayaid\/4MmFLMHT0puWyh0NCQ6hLbjqEFQQDnJzgFIxlSeoq\/E6ZuQbUg6pnFRxyK7JrKPk9Hx7qNaYuDbjSl6nmrDZypJaa9Pp4+jXtu0u+Sp\/1r2PwLSum8T9vtlkuTWk57\/n7rqJzKEKUuKlDhZ5spBBBdKe8j0cnvGKpF7vje8exG4tquUeJh+z3G2uJb5g0OeGVAcy+8p7QAnwKT3EYGQvsYuvUfZdcsFRV8BroPV8HurHfE5q+NtDwy7kapu91W+Y9hmtR1uhCSZD7RaZQOUAHLi0+2lrcTydOEVeM0\/b+aPzq\/YxcPxu1\/0lH\/AF6fYxcPxu1\/0lH\/AF6pFK8LJV\/sYuH43a\/6Sj\/r0+xi4fjdr\/pKP+vVIqsaS0fqnXuoIelNGWCdebvPcDUaHDZLrrij6gPD1nuFAZC2v3e362Ye7XbLdR+xI5uZUePfGSwo+stKWUH81Z8geU0434MXzY7jaWknlwHH2IClj25BGT8tZG2R8jLubquKxed6NcRNIR3QFm3QWhLm4PgpRIbQf53yVJe3eRn4XI0MM3DUOuJj+MF73QZbyfXyhrFAa5dxeNDjB3QiO27Ue9ZYhvApXHttyiwkKB7weyUDj56wA9p67SXVvyLhbnXXCVLWu6MKUonvJJX1NbU9zfImaRkxHZW0W7lzgzEgluJfIyH2Vn1do0EqT8vKqtenEFwmb38NFzTD3O0k6xBfWURrrFy9CkH1JdAwD\/oqwfZQGNPsYuH43a\/6Sj\/r0+xi4fjdr\/pKP+vVIpQHuuNmnWxpp+T2CmnipKFsyEOpJTjIygnB6j89eGqvJ\/zUgf79J\/uNVSKAlDtNsFt1q7b+0ahvMKYuZMbUp1SJKkpJC1DoPDoBV3\/avbT\/AJPn\/TFVV+H\/APgj0\/8A7Ff+Iqsh13HK8ky6rgaM50ItuMW3Zb7I+Xs85T5zQzPEUqeKmoqc0kpOySk7IxL9q9tP+T5\/0xVPtXtp\/wAnz\/piqy1Ss7+A5X9Xh7qIv5WZ59bqe8zEv2r20\/5Pn\/TFU+1e2n\/J8\/6YqpD6d2y1PqfSN51na2mVQbIMvJUvDjoABX2acelypIUr1CubW0m4LymEI084FPx\/OkhTzaeVrCTzLyr0Oik45sZ5h66xnluRxbi6dNNaPRekzY51yolGM41qzUldWcndXt+KI6\/avbT\/AJPn\/TFU+1e2n\/J8\/wCmKqRkPaDca4QmLhC0y+9HkuFppaFoOVgK6d\/TPKrGe\/HSrdvFhu1hVGbu8NcZcuOmUylZGVNKzyqx4Zwe+q4ZTktSWzClTb7Ei3Vz\/lLQh5SpXqpdLckjCv2r20\/5Pn\/TFV9PC\/tOcf8Ak+f0\/wD5xVZZpV7+A5Z9Xh7qMb5V559bqe8zEv2r20\/5Pn\/TFVgHffb2zaD1ezZ9Lx3kRXIaHVJcd5yVFSs9T8gqbFRC4sf4R4p\/\/wAa1\/eXWtcrMtwOCy7ytGlGL2lqkkzePg9z3NMxzlUcViJTjsydpNtcOBiJq3znG1LDRCY6e0UrmGUpz4dfbXWhwhXOFkpQckHoT1o+ww3HjvMPLWXUntAU4CFA9w69emD89cEJK+pHQdOnfWgRkoSSS19N+1HdF5ybe70WPU0oOpDaUH7mknOCSfX0zXpBh9i62tTilpAKVcoHTp\/9q8CFNhIB5jjr06Z9YrvQQp1PZMHKj8EeIPhU5hKqaLM4HblCFrMaRkdFEqHpEd3L7e\/uqq2W5iFKAWAhl1XIoYwQoffezr\/bXhZs0h6C\/coiwtMVQLqEk86Wz9\/j1Z6H1HHrrhEyZIQ2QCoFKBjvJ7u+pnC1auEqxqR0ZjVI060JRve2j\/feZgMvsrRbn3Y4cAcfSedWQM8vU+J9lexqUuPp9t3nK0IuAUgZ6AcnhVhRb+uJp+1QpxLiC\/JAXkkoOUj5xVzNSkO6SS8ytKk+f4KkHp+5+PqrpeVZvTxEU4OzT3cVqatisBKlN7S0fsZmPSN0j3C1XOTHXkGMjmHik9qjoavHRchC7m0lQBBQ4CP\/ANGqsA6Jvz9qTeXmjzI9z8rQT0V93arLG3d\/i3GcxIiu8ySh3I8Uns1dDXQqOPhmVCor2mlu9S1Rz7OsonQcZR+b0+syZp0+aTGVpOWlOJwfV17qyVAuaUy31c4T2bijk\/Kaw\/YrxHiusKlvoQgrT3nv691duoNVuyZsmPbXezaDqgQTgq6\/2VB4\/L54yrs9m85djMpqY3zWuO8ynrzV6J8oNBwFDbLYSR4koTk1h3UVxQ8spBzXzUV4neeBHIo\/cGO4\/wDuk1QUNS5jvMscoPiTVOAyyGCpJ8LEphcrWGqyqTfEqERgXC3zbe5ns347jaseopIqEWoZTSzGtrLbPLAQpouIa5FLVzHPMfvseBqcNwmRNNaYuV3fUkIhxHHlKUcZIScD5z0qBT7innVvLOVOKKj8pOa5h8IGKipwhHe736bJr8X+B1z4MabqTxNX+VONvTaV+5nQa+JQpaghCSpSjgADvrkoCu2OORDr\/wCAnlHynp\/ZmuSStKVmdebsrnWqFKBOWj+cVflj3m3S05aY1ktF57CHER2bTfYtnlT8pFWCy12zyGuYJ51BOSegye+qpqjT32NXP3OMpMj7mlfOBjv8MZNMNUxFCnPF4ZyjFNJtStvvZdPAwcbhsJjXHD4yEZ72lKN92966cS9zxB7xjv1F\/wDqG\/qr59sLvD8Yv\/1Df1VjNpLSlEOrKQAcYGcnwFceVXqqp51j3qq0\/fZirk3k\/wBVp+5Eyb9sNvB8Y\/8A9Q39VfPtiN3x\/wDxJ\/8A07f1VjLlPqr6AnlPMSD4VT\/Gsw6+fvM9+TWT\/VafuR8DJf2xW73xk\/8A6dv6qfbF7u\/GUfR2\/qrGdCMY699efxrMevn7zHyayb6rT9yPgZL+2M3c+Mo+jt\/VT7Yzdz4yj6O39VY0pXn8azHr5+8\/E9+TWTfVafuR8DJf2xm7nxlH0dv6qfbGbufGUfR2\/qrGlKfxrMevn7z8R8msm+q0\/cj4FZ1Zq+\/62unuzqOb51LDaWufkCfRGcDA+U1RqUqPqVJ1pupUd297e8lqNGnh6apUYqMVoktEl2IrL2qJEhztZFqtbjhABWqKMnAAyfzVs68iTqOPNu+69nXBhRpBjWmSgsNBBWgKkJVn1gFSf51arKlz5MDe2Fs5xRWmLe5qYto1iybDJcWrCEOOKBYUo+A7QJGf9KqC6beNwYFw09uOzq9+1ypDDUlEmOWW1KSspQUlKilJx31SdDSZ+vN15uqLfbXEx25kdb5weVrlbUCCSB1z4VIiRHjy2VR5LKHWnBhSFjIIqg6b0JZdJ3GdOsq5TLdwV2jkUvEspX4qSk9xNc0xHISq8fGVKs\/i0qvlpR0up3bunbVX037vabrh+U9GOAnSqU\/9ZU\/JxfDZur3XB6fvcRT3v2wudz1Pr7TWjN7LBY7NraVEuOorbeLG9JU3Ia5EYafbcSEpcDaQUlJPonB78UyRsRaLlf8AsLrv3A9wmrlfZsW1NWFbbzK7lHWh\/LpWSooUSUjlA5UkHJ6iaStP2Ja3XHLNBWt5ztXFKjpJWv8ACJI6n219csFieX2j1lgLX19JUdBPU5PhXSzSiGmk9lYaGoy9V7z2i63RhrTkCA5AsT0Zhu32l5TqW1pU4pSnl8qsqyAMfBrPfDnZImn7fqyJaNYxL7aJ2o512hBuEph6KJLqnFtuKKiHPTKuVQCeneM1k0ab06EcgsNuCcYx5qjGPzVQtwdXaS2b2+1Br+6tRLfbLHBdnSC2hLYXyJPKnpjJJwkfLQGh3ykN0iXXjR3KdhlJQxOYiqIPe43HbSv8ygR81Roqv7g6zuu4uutQa9vjnPP1DcpFykHP37rhWR8gziqBQClKUApSrlsG2W5Gq2TI0vt9qW8NDvXAtL8hI+dCCKAtqlXFqDbjcPSSA5qrQeorMhXcq4Wt+OD860irdoBSlKAUpSgFKUoBSlKAUpSgFKUoBU7PJScVFu2U3Wl7XazmCPprXam22pDisIiXFPRpSs9AlYJQT6+WoJ19Qtba0uNqKVJIKVA4IProD9UwIUAQcg9Qa+1qc4GPKpxrBbIG1HEvPkuR4qERrZqjBcUhAwEtyx3kAdzgyfWPGtpOk9Z6S15ZmdQ6L1Jbr3bZCQpuVBkpebUD7Uk4PsNAVqlK8d2u9qsNveu17uUWBCjpK3pEl1LTbaR4qUogCgPZWqDyw\/FJarr7n8NGjrqiSqG+i46lUyrKW3U9WYxI++GedQ8PR8ayHxn+VZ0bou0ztv8AhxuLN\/1K+FMP35I5ocAEYJaP\/iueoj0R39e6tP14vF01BdZd8vc9+bcJ7y5EmS+srcdcUcqUonvJJoDyUpSgK1ovRuo9wtV2rROkbY7cLxepTcOHGaGVOOLOB8g8SfAAmt\/XBdwWaD4U9ERiiDGuGuLhHSbzeVIBXzkAllkn4DST06fCxk1BbyL+yEXUOt9Vb43mCHG9NNt2u0rWnIEp5JLqx7Ut8o\/\/AElbdPdGJ7pG09p\/lIY845Mf+Hzcufz143YHppSlegVQNdaD0juXpWforXNii3ezXNotSYslAUlQ8CPUR3gjqDVfpQH59uPTg5uXCduYlm0+cTNE6hK37HMdGVN4wVxnFDpzoyMH75OD66jBX6KOOvZODvtw0au0w5DQ9crbEXeLUvlytuVHSVDl\/wBZPMn2hVfnXIwcHwoC5GbU\/cNJQltSIrYROkgh59LZPoNd2T1rxfYzM\/Hrb9Nb+ukn\/NSB\/v0n+41VIoCdmxMZcTaqwx3FtrUhpYJbWFJP3RXcR0NX9WPOH\/8Agj0\/\/sV\/4iqyHX0LlH0fQ+xH8EfIPKH6XxX+5P8A8mVRzS2pmbSi\/O6euSLY4AUTFRVhhQJwCF45T19tUupAWXe3RFm0jZWXpN7nS7fpx2xyLIWgmDIW4tR7RayrryhXT0c5A617LhvVs3OukWKvSKfcR+KtElKLW20\/GUChbTaFBZCwFowThPRRrDWZYyMmpYdtXeq6F6eLW7g9yJF5Ll0oRlDGRTajo9dX2p6JPR8Va7ViwdD7za4sUG06L0vaLa+wlTzHmpiBxc1cjKVBSj6WSCE+iR0AqoI4itbWmZBbVZLW07ZmnIaELQ7zAHAKFEryUjkA5CeXv6VdcTfXbAWyyvnSbcO5xbszMmdlbkEjlldqp5t0LBCi3hHKU+zuxX2NuxtHdmrXbvcIMvu3CL2iJEBlLTKxM7RyWp\/POoqbPKUEY7\/CsCooynKdTBPVu\/fd9v713EtSlKFONOjmS0SsuCta0Unud0vZu3sta1cQ13fZgWW\/Q2odsjSWJTjlpZDb\/OytTiOVKj2YypWFdOoqw9xtYu6+1lctUrj+btzHfuDAxhlpIwhAx06ADurNupd5trrbJuLdltbVwuLTMtmNOcs8dLQUp9CmmwhJKVJQlKsLPX0u6uEXfLaF26uSLpo9gtNXKQu3rZtLIMVhyOgBZSCOdQeC1YJ8cg1Vh6jw8vjFHCNNp8fQ91uOns3dNGMoxxcFhMTmEWk1vXpW9Phr2Xe\/io4V2yYkqGsNS4zrK1JSsJcQUkpIyDg+BHUGs\/K3s2y83kQE6Xi+bzZdwVJxaGklbTkdKGSnKlFB7RPMQD0rHO7WtrTrmZZLjbVuhyNao8SU0uI2yG3W0BJ5VIPpg4yCQMd1S2GxuIrVVCdFxTvq3\/j96Gv4zLMHhqEqlLEqclbRL28e1d\/RcsKoo8UlnkT9wozzUmG2Bbm04ekIQfhK8CaldUQ+LEZ3Hi\/ya1\/eXUHy31yl\/aibT8F\/0+vsS\/IxpG01MdbXGM625V6SP8tb+EPn8RXUnTk1IKfPbZgkZ\/y1v66oyCpCgpKsEHIPqNeqS2HkiY2MBRw4B96r\/wC9crpSc4JrevwPot2jLsZU0abmJUFCdbQf99b+uu4afnkhRuFvK0kFKvPm+mPn+SrfSM+NdqR6z1qUwlVopkky9LdbLmzITcoU62iQgHtm\/PGyFJI9I4z1SR8IV3z9BruSTc9OyLeU8pckQfPm1LYx3lPXK0e3vHj3Zq2tPC1G6Nm8zJMaOEqPaR0BSwrB5eh8M4zXt7QwJ6VRJ7ceayoLQ4wvDas+KVD4KvZ3VtNBOrR25vS9u1P9+2xE1V5Ot\/paSS6HZrofo7NVfobv8u\/LCtsCAXY7i0KeUoNOhwICinHUfIa7I8l1jSxcjvKbV7od6Tj\/AMOvW6\/Zrm6W9RQVwpKxkTIiACo+tTXRKwfWkj569R0pJe0soWu5QZv\/AJR9FKXg2sjs\/wABzBz7KuqlUpWcHfXhvK1i6TVqq2fTu9u722fYcdNaguaYV95nkr5bYSOZAP8A47NVHbrXt9tOp2HGHkhtTb3aISkDmAaX+Y14LFpHVjEO+hzT9wGbYQCI6lA\/5Qz3EDBr5o\/SOrF31lX2P3EJ7J\/KlR1JA+5L8SMVm08yx9BuVOc016egs1IZfWjabg0+1GZtI6lTqDzS4R5JeBcQFAqypBz3EeFXRMnui5yk9f3Zf9pqPGjmNQaTvUaWm9wLfzPIDrK3g6VDmHQtoyc\/mrKjm8Wk3L7NhybbP+5vKBfbbSQrB6qKc+iPlJrreV8t8JjKcY49eTqJWfQ+1dHrOdZvkE6bbwcfKQ36cPyfqv6DJ1zfccuCc5\/83j\/4Sa9sBpR6kVj\/AFNvjtzargUJVPkuJjRyEtR+hyygjqSBWLdacQ2o70y5btNxxZ4qwUlxK+Z9Q\/1vvfm\/PUbmfK3LMNQvCe07bo6\/4IKnyTzXM62zCk4Rv86Wi9m9+pFy8RW6USRE+wCxSQ76YVcXUH0RjubB8evU\/NUeSBXY4pa1KWpZUpRySepJrpUMdM1wnPM0qZniJYir6l0LgjsuRZNQyLBxwlDW2rfFt734dhxPU9K7pX3FtETPVPpL\/wBY\/VXOO2GUGWsdEnDYPir\/AO1eVeVqKlKyT1JrXKr8nT13v8CYVpS7EXltdbLTc7rKRdYjb6W2QpvtOoCuYDu+erp3NtdoTZZE8Q2vPEcgS4BhQTkD81W5oLkgtxi1LZL1znNtKQD6aG28qOR7Tirg19IZkSY8MTGUsTY77SlKPohSSCD+cYroGWU6MOTU6coxcnpey3yfm+zaWvC5qGNdSWcxmpPZXp3Lf7bP02MRD4Q+Wrms7KDDYDrLZeW4osOcvMUerPr6+FW1jC8A5we8eNVy33KJFiNsSCpxRWtQPLjsSemQfH11zvByjGbcjaMbGU4JRPlphQpL0tN0WhLiCPhLCeuTmqRKbQ0+402oKQhakpUD3gHvqp2gWwrkC5OIVnl5FKz17+tUySG0vuJZVlsLUEn2Zr2ul8Xg1bj6d\/H8iqlfy0k2+Ho3cDqoe+g9fqpWEZYpSleAUpSgFKUoBX1txbTiXWlqQtBCkqScEEdxBr5SgN3Xk6OPvT+92lLdtHubeEQ9wrU0I0d2QsJTeGUjCVoUe94AYUnvOMjOTid1fldhTZltmM3C3S3osqM4l1l5lZQttYOQpKh1BB8RU69gvK7b67YxI1g3MtcbcC0sAID8l4sXBKB\/74AhZ\/1k59tAbt6VASx+Wc4ZJ8JDt70tre1ysDnZ8yZfSD7FpdGfnAqha98tVspa4Lg27221RfZ\/Kez90C1BYCvDJCnFEf8ACKA2Izp0K2Q3rjcZbMWLGQp1555YQhtAGSpSj0AA8a0yeUz49om9k5WyO0d17XRVtfC7pcGjhN2koPopQfFlB6j8I9e4CsI8SflBeILiVYfsV9vbdg0w8fSsloKm2XU56B1ZPM78hOPZUZ6AUpSgFZU4deGzc3ib101ojbm1dpyYcn3B4ERoDOerjiv7EjqT3Vj3TWnrtq3UNt0vYoqpNxu0pqHFaT3rdcUEpH5zX6KuEbho0rwvbQWvQ1ljocuz7SJV8uBSA5LmKSCvJ\/ASSUpHgB6yaAxtw6+TS4dNi4ESZedPMa21M2lKnrneWEuNpc8S0wcoQAe7OT7alfFiRIMduLCjNR2GkhKG2kBCUgdwAHQCu6lAeedb4FziuQblCYlxnk8rjL7YcQseopIwRUQeJHyYPD7vbbplx0hZmNCapWlTjM61MhMZ13HQPMDCSknvKcHx61MauPOnm5OYc2M4z1pewPzQb87Abk8OWu5GgdyrKqHLQC5FkoyqPNZzgOtL++Sfzg9DWOK\/RHxt8LFg4pdnLhp1cdlrVFpZcmaenlI5mpITnsie\/kcwEke0Hwr88t0tk6y3OXZ7nHXHmQX1x32ljCkOIUUqSfkINAealKUApSlAKUpQClKUApSlAKUpQCrp0JupuVtfONy2613fdOSVfCXbZzjHP7FBJAUPYQar2yHD1u1xD6nTpXavSki6PpIMiQfQjRUH7910+ikf1nwBrZns75FrQNsgR529u4VwvNxUkKdg2YCPGbPintFArX8uE\/JQEEGfKHcZTMTzNO+19UnGOdaWlOfzijNYv3E333m3aUDuVudqPUSEnmSzOnuLaSfWG88g+YVuxa8lTwYNxfNlbfXBxWMdsq8SOf5eisf1VirdHyMOyd\/hvPbW61vml5+CWm5hE2MVeAUDyrA9oNAaaKVmviP4QN7OF+7+abjad5rW84UQ71CJdhSfVheMoV\/oqANYUoBSlKA3jeSDtrUDg9E2CyhUmfqO4vL5zyhS0hpCQSASBhI8D3mpI6jl68N4nvWO3RBdlsM25pxtxSkMIccKgskp64HMSSMDp0NQ48ixuTCvGy+rdrnHh59p29+6SGyepjym0gEewLZV+f21Pa\/aOZvcS8xk3OVEVem2mnXGiMtpR0wn1ZBIPy1VSajWhOW5NN33evp9BjYyjKvRlTg2m01daP1Pg+h8DGeoXN4rKuE1OutyU06ha1rtraJSg6FABCj2ScJx17vX1rxQL3vsvkcnxZzLrqH\/AEuVsshaWujYbCOYErxhRVynBq5k7BWpEMwvsouqk4AStSgVtkZB5T3pBB6gdDgZr2jZG0BNvbOobs43AeS8G3HeZCsBOU8vcASnJ6ePhWxwzLCwTTjFt\/2bt+7\/ADfcarU5P4uc1KNepFK2m3v3b36nayW9loNah3SVpwv+6NxTNEttK0LjOcym+RWcERvRPNjPoqHTvrvjaj3SkXeEH2rtFYcjskNrbzlfIckkMkHKvWUYB7hVyK2MtCLgi4wdQXKE4gNlJjlKSlaVcxUPlOcj21W9C7bw9Dypkxm8Trg9MQhCly186gE5ycnqSScn5K9qZng1GThTi2\/7enwPKfJ\/HbUVLETSVr+dvt6769lukt7aqfrK8wblH1y5OU6qIlPZyGilOSCF97SAD4YClV+dnWukoFs1lfrbE1DaW2IlzlMNILjmUoS6oAfA9Qr9KG6Osrft5txqbXF1eS3GslqkzVlRxnkbJA+c4Hz1+Ye4zX7ncJVylL53pby33FetSlEk\/nNQWMxEcVWdWMVFPgtyNmy3BywGGjh51HNr+Z736Sp3ZMWJY4VuauUWW6iS+6vsCohKVJbAyVJH4JqiUpWMZxOfh\/8A4I9P\/wCxX\/iKrIdQV03vruNpSyxrBZbqy1DiJKWkKjpUQCSe8j1mqn9svu1+W4\/0VH1V1XActsuw2Fp0ZxleMUnouCS6Tg2a\/BlnGNx9bE05w2ZzlJXbvZttfyk16VCj7Zfdr8tx\/oqPqp9svu1+W4\/0VH1Vl\/LzLP6Z+xeJH81Od\/10\/ef6Sa9KhR9svu1+W4\/0VH1V9+2Y3Y\/LMf6Kj6qLl5ln9M\/YvEc1Od\/10\/ef6Sa1KhSeJfdoHHu3H+io+qg4lt2SP37j\/RUU+XmW7tmfsXiOanO\/66fvP9JNalRCt3EbuKsATLzH6DHN2CBknu6AeBxXjuHEhuihwKjXqOlBPLy+btqPTxz7avy5aZdGG3aXsXiWY\/BhnMp7G1D2v9JMmoj8V6M7iRVgEgW1vmwO4c6qoJ4l92gSBe4\/0VH1VaOpdcam13eU3m\/ym3pCGOwKw2EJ7MZ6EDp41rnKDlTgs3wfxajGW1dPVLh6zcOR3IXMuT2ZLG4qUHFRa0bvr6UikmGuTJWiM2EJwFAKOAAe7rXXFe7JR5k8yFDC0+sV75clxyD2ENOIoWCv8Mqx05vYPDwqmAYOQK02TVGonH19HqOrU7zi1L9+k734\/YkLbUVNL6oVj+o+2uKcnu767YrpTlkt9ohwgFHrPrHqNfX2UR5K20K5kpOM1nwtbykNwTaeyzilJPy12JB7jXYGQeuDXMNesVK4etslpyK5ZjZXba+1Puj0V5hlbjbbjPbNPuZHKgD7zIz1qu27Tdxu+hBPh27tEGa65yMyEkpS22OYlCuoHWrQjW1+Qw9JaCQ0xy86lLAAJzgde8nB\/NVTQFo0oSkkH3Qx0JH\/AIdbBTxkGo7cbK1tOPbx7kR06Mm5OlPW\/HVLTdo0+3Vsqth5bdHv0ZU+bFcTbMlBY5eXL7J+9X17\/VXs0rZbtJ1JEiuJuzzrzTvZNqiHC+ZlfLgqX4+HSqHYSt2Lf3HVLWo2v4SiSf3dmvXpm9XmVqGMuRdJjim2XUpKnleiEsr5QOvh4VeWKw\/n7V7cOndx\/wCCmdGteLg1fjdcezT8ynCMu03GE1JtzqVuOoVh1wAfCx8FP\/zNePUcuU9dp7RUG2vOXPuaByp+Ee8Dv+evkEOLuMZSyVEvI6kkn4Qrlfms3qeT+MOf3jWFicTGUm4Xt2+Nl+BlUoKKW1q\/36TjqoH3VSAP\/VIn+AiqKpJHy1cWqWs3UYH\/AKpE\/wABuqKWB6jUJXrbSMlSR41AgVyYjh0lbiihpHw1Y\/qHtqoyFNTGGYvYMsvMp5UKSnl7Xrn0j6+vQ15W5i4vZtuRWnQyvmCHEkjOeoIz17qjqkYKW1N+aVKcpR0Wp5ZT3aqHKOVCRyoT+CK6K7Xlds6t3s0o51FXKkYAz4CuKW1LOEpJPf0qIqydWbZfilFFU0icamtpzj\/KEdfnqoa7c7REEg9O0k4\/SmqDCkpgTY8tQVhp1Kzy9+Ac9KlPorZDb3X2jbPqO7RZ3aymVO4TIKQOZZPcPlrZclwtTNMDWy\/Dtbbd9XbS8ezsNV5RZzhuT1aljsWnsPzdFfW0u1ETG3C2SQkHIKSDXGpm\/at7U\/ilx+ln6q5I4XtqkKCvMp5wc4Mokf2VX8hM0fGHtfgQnOnkW\/Zqe6v1EMK+hWARgdfGpoL4YdqXFFZt80E9+JRA\/NXBXC7tSe6FcB8ks0+QmacHD2vwHOpkb3xqe6v1EMj0Hy18qZp4XNqj3xLj9LP1U+1b2p\/FLj9LP1UfITNOmHtfgOdTIuip7q\/UQypUzftW9qfxS4\/Sz9VPtW9qfxS4\/Sz9VPkJmnTD2vwPedTIuip7q\/UQypUzftW9qfxS4\/Sz9VPtW9qfxS4\/Sz9VPkJmnTD2vwHOpkXRU91fqIZUrIu++iLFoDW4sOnm3kRfM2nsOuc6uZRVnr81Y6rVMZhZ4KvPD1fnRdnY33LsdSzPC08ZRvszSavvsxSrhvE6Bbbg5BY09blIaCAFLDhUfRBJPp+2vH7uRvi5a\/5rv69YxmFKpVV93I3xctf8139enu5G+Llr\/mu\/r0BSqVVfdyN8XLX\/ADXf16e7kb4uWv8Amu\/r0BSqVVfdyN8XLX\/Nd\/Xp7uRvi5a\/5rv69AUqlVX3cjfFy1\/zXf16e7kb4uWv+a7+vQEsPJR7ZRdw+Lmz3GeyHYuj7fJv6kEZBcRytNH5lvJPygVvZm3GLbzGTKWUmW+mO1gZytQJA\/qNadvIx6ktx4idV2pduhQ35ukXewU0FhSyiVHUU+ko+GT\/AMNbd9VW25XBiA7aUMOSIM5uWG3nChKwkKBHMAcfC9VAet6\/2xhuQ646oJiyURHTyno4spCR\/wBaeteZrVlufW4WI01yO2FkyksHsTyg5wrx7j17qtyVAuEx9+FIk21qHcpjM6QsPqLjSm+QqbSOUBQJbGFEjoT0r1xhdYUJWmC9anIQZXHakmQpLhSUkJBb5cZ6gE59vsoCpL1pbW4rEt6DcW0yeYoSqMebkSkKKyAfg4PfVkbl6rjplw3rNIdcKeZlbjaTyc2AoJ5vE4OceFdszTIXYI3a3KNZ02krU8WJrjqHsoSOVZIB5VYIKR81W1prUN+umqvcS1RojVtfW+qOmQj9zWv0ivIGTj0sDp0wCa1jlNWwNahHLMVV2ZVnFR6b3Wu9aX0JnJ6FZTli4QvGmm3fRbt3pMsaMjXRuzNSbtPVIckJDiU83MEJI6AHxrQv5SzbqLtvxg60hW9hLMO9Fi+MISMAecNgr\/8A1iXK3+2yCi2W6Nb0LK0xmktBR7zgYzWj\/wAsHcoc7i+XHjKSpcDTNujv47w4VOrwf+FaT89TmBwcMBh4Yam21FWu22\/W2Rdaq69R1JK1+ghDSlKyy0KUpQClKUApSlAKUpQCsncOGw2quJDdqzbXaVbUlc5ztJsvlJRDiJwXHlewDoPWSB41jGtyXkZdnIendoL\/ALyTIiDcdVT1QIzyk+kmJHOCAfAKcJJ9fKPVQE0tidh9vOHfb+Bt7t1ZmokSKgGTIKR281\/HpPOr71KJ+YDAGAKyJXV51F5Vr85a5W1cqzzjCVeo+o120sBSlcHHWmuXtXEI5lBKeYgZJ8B7aAoOv9AaQ3Q0jctDa6sUW72a6sqYkxpCApJBHRQz8FQPUKHUEAitAfHDwlXrhO3Zd0+2pyXpS9BUywT1dStnOFMuHwcQeh9Y5T41+h2okeU92UY3c4V9Q3WLDS5edFJ934SwnKg21\/5wnPqLXMf+EUBoOpSlASH4FuJhXC\/vxbNX3JTqtN3QC2X5tvqfNVqH3UDxLasKx44I8a\/QlYr7aNT2aFqGwXBidbriwiRFksrCkOtqGUqBHsNflmqaXBD5R\/WPDMmPoDXUeVqXb4u5RHSoGVbOY+kpgqICk+PZkgd+CM0BvWpWLtouJzYrfO1M3Tbfca03FTyQpUNbwZltE\/erZXhYI+TFZQ7+ooD7SqPqXWGlNG29y66s1JbbPDaHMt+dKQygD5VEVrz4vvK16N0pAm6G4bHk3+\/OJUy7qFTeIUM92WQrq8sevHKPbQFP8rvxawLNphPDLoqeh66Xcok6kdaXnzWMkhTcc4++WcKI8EpH4Vai699\/v971Tepuo9R3STcrncXlyZcuS4XHXnVHKlKUepJNeCgFKUoBSlKAUpSgFKUoD78JPtH9lfSkJSFBQOfDPUVxBIORX1ScHI7j3VVwueHNuQ4ySptRSTnqDXHn9nqr0ot7igD6\/wDTT9dcvct8n0QMe1xH11e8lVaLXlKae88ryAhQwtKuYcxwc49lC8oshnwBJr0G1TACrkbwOv7qn666X4r0cIU6EgLGU4UD\/ZVEozhd2aKozhKyumeqG+ttPOnvKSk9cUShSiEpGSegAr5a0RXO1RJkLbVgFsJb5uY56569Ole3LUdJEZSlrUMFZHLyj2D\/AOdSFGk6lNSk9PVf2by3KSjJpLU4HEJPI2QXyMKV+B7B7fbXQAD49a5dmadmavKUovRadB4kl6SpQm+2ZHrT0NegRj6q6tPKxPRHcbLiXSPRHeceFX1qO1NGa2IUMISpGR2aEgdTkD0CRkAgHx6damcLS8tTdSPAisTiFQrKm+OpbtniT3kTWoaXinzdS3UoGQQnr1+SqlbbS7N0pKDbLjhZkqd9EZxhsdTXouXnHOw02EMBhltBSynkBUEjJOO9XrNVW5PvydLsBottdnJQFdigI5l9n1UrHer21KqMIKzu9nv8LGEq1STvFJbXdb8blt6fjqEO+jH\/AOWH\/HZr0aBtq5upmWEtqWTHlKAT3kiO4R\/ZVRssd1+NfXHMFRtuCQMZ+7s9TXq05Zn2bnbZbCP3WNIJU2rJCghwdcdxxircE25PVpf4L88RZKN7N\/iWZa4LrlyjJSlWQ8jPTu9Id9e\/WVjNrvb6TJafL7jjmW1ZCfuik4JHj6P9dVZJnvSIESQ022W3E5KEBK3MryCsjqo\/LXPUlgktTXHyx+6OvZ5TkghxXeB1HTHfXk6W1dQTdlv6NxbWJd4uTSV92+\/rKBqWGt27BKEknzSL3D\/3CK6bvp0WtLKhJS72vMCOXBBGOo9Y69D7DV+X3Sd0lRo82GYhZfZZC8S2kr9FlsYUCrI6g9DVDnaOnQ7TKkSjETI5UpYbVPZTnOcq+F4YHSsOpSjSjaertf0cS4sRKpNOD0va2+\/D1W3mNpSgp5XKe44FcxiaAhZAfA9FRPw\/Yfb7aqP2JXb1wvpzH61PsSu3rhfTmf1qgpSlJ67ugm9lWVuBRVIUklKhgjoQa9NsKG5zS1qCeU5BJ6c3hn2ZqtDSl0lpCVqgh5IwlXnzPp+w+l3+2uj7FbpHUVOph+geoM5np\/1VSqOxJTvp+9543txcXvPE5bZ15k+Zx4zSnmkqWS3ypBT457h\/\/epq7JpCNrNOpHhEA\/rNQxfsd4QvtYz0NK1ZyUz2U9D4dF9amjsyw7G2x0+w+UdoiIArkWFDvPcRkH5q3LkZOjPHVNhedsu74Wurf51Zyv4VIzjldG+7b092Vy9KUpXSjhB2R2u3fbY7VDfaKCedw4SnJ7yfVWTnuHjV0eU5Hf1BpttDVqF5dkLmOJabjFaUBSiW8gkrGBjurGkIqTMYUiKmSoOJIZUkqDhz8EgdTnurLs3e7U9mbXYb3t\/DYtz9tcgG3yxITzNOOocUeZaufGW04AOAO6ozHzxilFYS3G97d13v7u0m8pp5dKE5Y++lrNX7d9k9O\/oT4WojZzWZ1PK0u8iDHXChC5PzXZIEREQgFL\/aDOUHmGMDPXurzPbVaxC5blugt3aFDKQ5Pt7nbRyCkKylQwTgEE9MjxxVwo3R10m+P6un6ZYk2q7Wj3NXAVHWIbluaIQEJIOQlCkj0s5z41yi7\/3612SZp2xWC3WqA+tS47UNx5vzbnQELwQv0+YJ682epPrqx5XM9NmMXor66X\/m43uvZbt0MvyGSa7cpxV5W01t\/LwtZrjvvwS1KHr3am87fRjJuc+JISLg5b8M82edDSHCrqB0w4B8xqyKvbXu6t53AjGNc4UVhJnuXDLWc862kNkdfDDY\/OasmpDBfGPIr418\/jYiMz+J\/GZfEb+T4X394pSlZRgEOeK3+FEfycx\/aqsN1nTifsc+4blCRGMbk9z2U\/dJTbZzlXgpQNYi+xW7+uF9OY\/XrgfKL6VxH2mfWPI\/6Bwn2InDVH7+yf8Ag\/uJql1VtWNqa1DMaXjmQUpOCCMhA8R0NUmoY2QUAJOAMk1nHhW4RNz+K7WQsOjYvmVmiLSbrfJKD5tDQfDp8NwjuQPnwOtbluH3ydHDXsLDjyk6Pi6r1E2AXLxfGUyFBfiW2lZQ38wz7aA0MWvbzX17Z84s2iL\/AD2j9\/GtrzqfzpSRXjvGltT6eVyX\/TlztqvVLiOMn\/qAr9RseDCiNpZiw2GW0AJShtsJAHqAFeC\/6S0tqu3u2nU+m7ZdoT45XI82I282se1KgRQH5baVun4ofJKbS7iW6bqPYhpnRWpQlTrdvST7mSl9\/JydSznwKfRHqrT5uJtxrXafV9w0JuBYJNnvdscLciM+nr7FJI6KSe8KGQRQFt0pSgM48FG8adiuJfRWvZcnsbamb5hcyTgeaSEltZPsHMFf8NfozjSGJkdqXGdS6y+hLja0nIUkjIIPqINflbrb15Mjj\/tGotP23h53n1AiLfLY2mLp26TF4ROYT0RGWs9ziBgJJ+EkAZyOoGykxYys5jtnPf6Ap5pFyFebtZT3HkHSuwEEZByDX2gPLKtlumsmPLgsOtEglC2wRkeNUuPorT8Oe1cYUPsHmVcyeQ9PzVXq+KUlCStaglKRkknoBWDisrwWNqRq4ilGUo2abSbVndWe9al6nia1KLjCTSfC+h57lcYVot8q63GS3HiQ2VvvuuK5UttoBUpRJ7gACa\/NrxT7sne\/iB1tuYhRVGu1zWIefCM2A21\/0ITWwXyoHH3ZpVmn8OOzF\/TMcmAsanusRf3NDeesNtY+ET9+R0x6OepxqlrOLIpSlAKUpQClKUApSlAKUpQCv0KeTihRIPBdtm3DCeV23vPrx4uLkOqV\/WTX5663meSL3Jiaw4VIukPOEqm6NucmC63n0ktOrLzZ+Q86h81AUXVmm939Ptbm3ixWu6XOw6q15JhTIHIvnick1DjExkYyW1AFCsdOqT4VIVGq915b8q32N0i5lh5LbEiJ9xYUlBLZPQZGQB3+NZxr4EpCioJGT3nHU1l5ljJ5jKlK2zsO+l\/O+bv3cI21urPVX1I7DZesNtbM3r3b93rd\/SRblb5b6T9Hx9Yu6dc0vbrheUWtxx60OS37c01HV20hTKPSWlySnkScYCSD41ae7t2303dsuiGLVom9Iu1itw1NNMIpioTPCyIvMHSMpKUKWpsEqHOBU0CARgjpX2pClm1KhNVKdCKabt7Lel6dvQ+m9qpllStFwqVpNPf+PoXs7Oi0XdUb276OQ73qTSNh7O1w7RZn2479ocdkNOSlASXcAgudiAolAGe6sr3mQnVnDzenb3dkzUXPS85MmY5BXFDiFR3ApZYV6SBj73vrJWB6qwPxy7pQdoeFfcHUsh9LcmZaHrPBSTgrkykllGPaOcq\/4awsTiqVemoQpqNnvXoS109frMqhhqlKbnOo5X4P03019XqPz2e4Fk+PFq+jy\/2NPcCyfHi1fR5f7GqHSsEzCue4Fk+PFq+jy\/2NPcCyfHi1fR5f7GqHWS9huHXdbiQ1g1o7a\/Tjk57mSZcxw8kWE2T+6POdyR7BknwBoC14dvg259Mq37iQYzyDlLjLc1Ckn2EM5FX5b9694bTE8wtnFDqKNHxy9k1drqlOPVjkrZzst5GvZjTENibvRqO46vugAU7FhPLhwkq9Q5cOKHtJHyVJS2cBfB9aoXmEbYHSy2ynlKn2FvLPt51qKs+3NAaCdQ3e76teMjVW8i7w6TkrnvXB8\/8AW2aovuBZPjxavo8v9jW8rcryVPCHryO6bNo2ZpCcsHkk2ac4lKT7WnCpB\/MK1vcWnk0d4OG+K\/rDTzn2Z6MbJU5PhtFMmCnw84Z78f6acj14oCK3uBZPjxavo8v9jT3Asnx4tX0eX+xqh0oCqXayM26JHnRbzEuDEha2wphDqeVSAkkEOISe5Q7s1S6q8n\/NSB\/v0n+41VIoCZGyG32hrxtfY7jddIWeZKeaWXHn4ba1rPOodSRk1fPvV7a\/EKw\/QGvqqi8P\/wDBHp\/\/AGK\/8RVZDrvmVYLDSwFCUqcW9iPBdCPk7PsyxsM1xMY1pJKpP+Z\/1PtLW96vbX4hWH6A19VPer21+IVh+gNfVV01lGDsPqC5bZxNdQ3VuTZslAat\/ZEf5Ktzskvc\/d1c6Y9XWr+Ip5fhVF1oRW07LzVv9hi4Orm+Pclh6k5OKcnaT3L1mBfer21+IVh+gNfVT3q9tfiFYfoDX1VI+5cN91jadRKtuoLbcbwh2Yl6LGdKkKEfk50IPKCXElSsg9MJ6E1TlcOetfc2Rc2LjaHkRpyILiEPOBQKnks84ygApC1YODnoelYscTlEle0N9vmr0dBnTwPKGDteo9L6Sb0tfp4LeYB96vbX4hWH6A19Vffet22xj7A7Dj\/cGvqqQFw4cNXWxRfl6h04m3NIeMi4iaTHjrbcDam1kJ5grmUkYAPfXGLw2bhTbfbp8R60u+6biEtNpleklpailLxOMch5SehJx4V78Zye215lvQvA8+J8otrY\/wBS++2093Tv7f3ZmBRttt6BgaJsY\/8A9Fv6q+nbbb5SSk6JsZB7x5i39VZf3Q22i7eRtOKYvbNzXeILkp12OrmZCkuqR6BwCRgeI76sOs2hSweJpqpTgmnf+VcHboI3F18xwVZ0a1WSkrfzN70muPQy3FbbbfLSUL0TYyk94MFv6qirxNWCy6f1\/GgWC0xIDCre2stRmUtpKipXXCR31M2oicWDgb3Gjco9M21sc3qHMvurWeWmGoQyxyjFJ7S1SVzd\/g0xuJrZ4oVKkpLYlo22uBhuPKctrnaR14ewUqUPvQRgj81VBIC0hae4jIqiVXLKoPxy2cczZ\/qNc1yybq1PIvdwX76T6BqxUVtcT7yU5K9\/YD1CvoYT15h4dMeup5YFvgY\/lUcpV2W6Yi4wcYMZpLRSlfo9AMkAd2cZPtNX\/ZX3DBcejPKQiXH5cDxyQcf1Vj4Rio4SnJPgBWVdutL3CXBXHloRFZQA62t9YGUq78Dv7\/7az8JhMROblBPw8CHzLyNKir6Jfv1lH8wXVVEI\/YyQU\/8Ar3\/06v5nRNv722Zk0DqS23yIxnHeava0bS3+fpxSoOh5KkmVzoUppSgfQ78qwnHz1IxyisrbU1Fdu727u8hVmUZXUE2\/36zB9hhHzS9+j\/8Alx\/x2q7NHJlQr625FcW0pTL6CUnvBZWCKkPZtmNQphXNCodphuriqRyvT4aAE9o2QSO1yO494rv0hslNN57K43zTaX0NlQaYucVaykoUFEjnyBVay9JtRrK\/Zbo9J5Ux7jDaqU3b0Pp6LEXrfEcTcYziSQoPIOc9e8V6Z4nQr7NkxH1tO9u6OZJwcEkGpDzNhL\/bVJuD1tjvRGlBxTzK2XAEhXeShaqtm8bb2569zFCI+Y5fdCVtKTnIGe4n11eeR4lvapTT9D8DHec4dw89aPpXiYNRFfbX2qFqSv8ACB61aGsHiZaIYUSWxzLOfE\/\/APf11ny1aPsD0h83m7eYx2WVucy0YOR4VhC62uE7OckyrgUdsXVk9kVAEZ5B09fT5Kja2TYh0trS3pXSl09v49BMZdjKVSvLR+alwfG\/gWlyU5K9\/YD1CnYD1Cof4i+g2PyqPByV03J1LzaWVHDx8c\/CA8D7aqvYD1CranvB6UtSfgg4HyCsDMV8Uo2f82hcpf6kr9B0EEHBGCKnjsf\/AAU6b\/3Mf2moJgh8YUcODuP4Xs+Wp2bIAjarTgIwRDH9pqZ5AxtjqjW7Y\/NHNPhad8ro36z\/ANWXzSlK6ucBLo2y1Rb9Ga5tWpbrEXJiw3SpxLYBWkFJTzpB6cySeYe0Csq2fcXaiG9Nt+ptTaj1Kw47Elx5023pcW0Wny4tlKVrJCVA4J7ic9KwFSo\/F5bSxc9ubadktOx3XD8N\/El8BnVfL6fk6cYtXb1Te9We5pO6S37uFiQ0XfTQ8aHJtDLLzUWTbbrDSo21t0MqenrfZAQo45eRQBA7jj1V3O7u7JtXNi9QrI6tx+Y3MkRn7U12bPLAUx2aQCQpJd5VHu781HOlYryHC3bTkr3vrvv6v37TPXKzHWScYu1rXW6262v79lsx613R291FtfHsNu0pGi39akKkrRAbbCXg4pS3kOIIOFAgchGAOngKw5SlSOEwlPBxcKd7Nt6u+8h8fmFXMakala10lHRW0XT2ilKVkmCQ54rf4UR\/JzH9qqw3WZOK3+FEfycx\/aqsN1wPlF9K4j7TPrHkf9A4T7ESqao\/f2T\/AMH9xNVnaXbLUm8m5Gn9stJMBy6ahmtw2Sr4LYUfScV6kpTlR9gqjao\/f2T\/AMH9xNT28jHoK23ve\/Vm4VzbQU6RsqEsLX3NvSVlIPsPI25UMbI3bVm1rYPZDR3D1tfZ9sdFw0Nxbc0DIkcoDkuQR90eWfFSj+YYHhWRKoto1npi\/S34NpvMeS\/GX2biEK6hXqqtV64uOjKYTjUV4O6FK+ZHrpkV4VH2oVeU24RbRvttJM3J05bEp1xoyKuUw60j050NI5nWF4+FgAqSfAgjxqatcHmWpDLkd9CVtuJKFpUMhSSMEGgPytEEHBHUUrK3FXtvG2k4jNwdvoLfZwrTfZKYaMY5Y61do0P5i01imgFcmnXWHEvMuKbcQQpK0nBSR3EEdxrjSgJt8OflWt+dmLbE0trZpnX1giJS20Lg6UTmWx3JS+MlQA7ucH5amdpbyz3DXdYaV6n0jrSxygnKm0xWZTefUlaHAT86RWlalAbpNXeWh4c7VEUdJaL1lfpfLlCXI7MRrPqKlOFX5kmoTcSXlR9\/N9rbL0npxTWhdNy8oej2t1XnUhs\/eOSOiuU+ITyg9xyKhpSgPqlKWorWoqUo5JJySa+UpQClKUApSlAKUpQClKUApSlAKlP5PHiwVwv70Nr1BIV9huqgi33tHeGPS+5SQPWgk5\/0VKqLFKA\/U9bLnb7zbo12tMxmXCmNJfjvsrCkOtqGUqSR0IINeqtE\/Bb5SbXvDQwzoTWkSRqvQgX9yjKd\/wAqtwJ69gpXQp8ezPT1EVtr2c4zuG7fO2szNE7n2lEtxI57bcXkw5jSvFJacIJx605HqNAZtpXjRebQ4127d1hqaxnnD6SnHy5rHe53E7sHs7bHrpuDupYLalpJUI6ZaXpLnsQy3laj8goDJy1obQpxaglKQSSTgAeutK\/lWeMC27y63jbLbf3HznTGj5Clz5bagW51xxg8hHehsEpz4q5vDBqo8ZnlWdQ7t2mfttsPFnab03LCmJl3ePJOmtHoUIA\/cUKHf15iOnTrWvFSlLUVKUSSckk9SaA+UpSgL82N2c1Xv3ujYdrdHMhU+9SUtqeUPQjMjq48v\/RSnJPyY8a\/RDw+bA6C4cdtrbt1oS2ttNRWwqZMKB206QR6briu8knuHgMAVr68ijs+wYmt98bjGStztW9P2xak9UYSHX1A+3maHzGpzcXO9r+xezlx1LaVoF7nqFvtZUMhD6wfumPHlSCr5QKu0KMsRUjShvbsWcRXhhqUq1TdFXZSuILjO2s2FdVY5Drl+1Jy83uXBUPuPqLzh6I+Tqr2VFq4eVN18uaV2vbWyNRc9EPSXVrx8owP6qh3frPreVIk3\/UVqu63pKy8\/KlMOZWpRBKlKI7zzJ\/OKogadIBDasHu6d9b5hcgwVKCU1tvi7+BzfGcpcwrVG6b2I8Fb8WzZvs\/5Srb\/WN1YsO5Fgc0q9IUENzku9tE5j09M4CkD24I9eKmElVsvltCkmNOgTWsg+i4082ofOFAg1oGLLo72l9f9E1sE8m1xAXSZLl7E6pluPIaYXNsjjqsqbSkjtGOvXGDzD1YVUXnGRU6FJ4jDaW3rs6UTGRco6uIrLDYvVvc92vQyI3lPuCiJsJq5rdzba09hofVElSJEVlP3O1zj6XZgfetr9IpHcCCPVUD6\/SlxTbUQd6tgda7ezGEuOT7W87EyMlEppJW0oe3mSPz1+a5aVIWpCgQUkgg+utSN2LjZatDmkoRuU2UwoTpPKGY6XARyNd+VpxXi820r+WLl9AR+1pJ\/wA1IH+\/Sf7jVUigJ2bEpio2qsKYbrjrIaXyqcQEKP3RXeATj89ZMsllueo7vEsVmimTOnOpZjtBQTzrPcMqIA+c1i7h\/wD4I9P\/AOxX\/iKrL2itSHSGrLVqdMbzg22SiQGubl5+Xwz4V9A5a5rK6Tpq8vJxt6dlWPkfOVTlnldVnaHlZXa6Nt37j1v7ba4jQLjcntOSUx7VPTbJavRyiUo4DYTnKjn8EEVcUfWm+bDy4kWXqBAjQ0W9UVMZXZtMhPop7Ll5UnCchWM9M5q5FcTN1ntR49903FlMsyIslaG19n27zSiS6506uKHIM\/6Ar2XbiknTZUWVAsT0NTL1uW8pEoBT6IxXlCuVIGF8+D0x07qw5zzCrpWw0ZetWW7p9fcSVKlk+H87DY2cOlJNN7+iy6OL4lpp3E3xul1tUxM+5qmQ3O2hLERKOVT\/ANyK+iQCFnpk9CfbXrv+oN9dCtSdKXKfL82gPo7ZbbKH20OqcS+EdtynqHCDy5xzZqrSuIyNJswijR3Y3IMxovniJhA7FiZ5wgBGOh7wTmvYOKEot1xjJ0ghUi4SnJSluyA4hSjJDyCoFOTyhIR0IGAOlWXTxV1bBwsna3m9OjT9cuF9TIVbA7MtrMam01e\/ncVZxa4t2jd3tZW1LWt2pt9osebPhe6iGbf2kuWlcRPKPOVjmUpCk+kFKSD3HGMjFeNOuN7HWYkBube1e5cpTzHLFPaMuo9JQ5uXmwnmJ5c4Ge6q1L31jPSL6WLJdUsXyMhC0OXhbim3kvF1JSSno3k4KPEZ69arUzibYIlu2jRyrfJme6DrjqZxURIlMBsuJ6ejylIIAqtwxKd\/ikXf7OmnHfxb3FuNTBtW\/iE1b7Tvrw0XBRevH0Fka8a3V1ZKtzmpkSbu6zBQ4x5tFyI7ThUoIUEJASchRxVmrsN8bge6jlnmph\/jBYUG+\/HwsY7+lZatvElcrYxa0R7U+lyEu1F9xMsgyURCsqQrp3Oc\/XOe7xqoas3m0nqDa6faw5JF8ucdiIYiEuBhhDb6nArBPJnCsEp6n2VepYjG4bZpfF0o3S83gnvdlu\/fSY9fCZXjVOv8bbmot+ctW0tFd6tvd\/wYGqKPFJAtcncKM5NvrcNYtzYDao7iyRzK65SMVK6ogcWf8JEX+TWv7y6jeXH0S\/tR\/Mmfgv8Ap9fYl+Ri33I0\/wDG1n6G99Ve+ywNPsT0A6tZ5XPQI80e8e7wq16AlJCgcEdRXH8NWeHrRqrg7n0fKO1Foyr7gWP4ztfRHvqr22rRVvvEoRYepGSQOZa1RXQlCfEk46Cqbp8KvUKK4w2FuvYRygdefuxWR41gKnvsRt5CWY4Dl0fR3uL\/AAAfUD0rvmEySli6cK8HeMkmt25+o1TGY74teHH8LcfBcWU6Dp7TFqbWLFfY0mSj0Vz5EN0oB9Tacdflq8NmNOyrlrEJC\/ddZz5xNLDiWYzR71LWvDbaR0OSRXs01oNjUNwcjPPi3Wa1x1S7jLCciPHTgHA8VqJCUjxUoVTde7j+dNNaM0lDTYrDEUA3FQoqPN4uvqH7q8fFRGE9yQMVmYjK3ScaOHfnLV6LZXqtq+\/t3Xw6Xk8bSk6q0lpv19vD0biSk2x7V6eK03jVbl4eSOjVubW2wo+oOFJUr5QkD2113DdRyLbm7dpCw284cASZUVctxKAOUdZPPgg\/ggY+SrJ0B5veNKQ5cxsuywjs3QrosKGBzKPgFDBwfXWbdtk6e0fpKdrsswbjqQS\/M7VCeSktwwEFa5a0H4eMcqebpk1A46lVSvWbk07Jblfw7SCobNCo6MEo2vd8dP3oWxYLfxEamt06bFh3SLEdi\/cnk\/5C1ntUdyuZtPcD3eFWg\/p3X9r1gl3UzyJNyXHw68ZiJJIKFhKS424ebAA6ZOPZV3zL7qPU6rvctR6gmzFuRiAkK6D7o33Z6AeFemZtzetGy7PLvP3FF2jOSIymJrUglBQfhpSSUnB7jisSOEdKfntJu9kt+7g76+wvSxCqx0TaW++7fxVvzMTw5l\/TLYblW9RSVoAKSQMHBHU58OvfXXe321XCRliQg9svPiOp76vm3WKVMnCPFAckBwBPZjkUvqAQQO\/p7PZXff7DKtmoJ1rv9rU1KivKbeaUgIcT1yebHwuh6+NSsHUhOynrbde\/4ke\/J7F9myv0Edt1p8a22NMRpfO7PXyBCRklI6np+YVjKHpi\/OxlyXYqW2CMoZePpKHsz3fPV\/7uh6fq5yVbnU9nBARHU0MJUU9VKHTAOfA47h315rTe3r5DU3NbxIa9ErAwF\/UamsNlccS1Os7egnqUquEw0fJq99X2eoxjKsoJWY7akOI+GyrvHyVTvND+CayLd4HO52iAEvJ+ArHf7D7KoUuChxAlttgZOFjHcas1uT0FLREtRxm0lcsq8q8ygOO9ylDlT8pqzquXW0sKmN29vGGRzLx+Ef8A7f21bVcX5WVYPMZUKe6n5vr49+nqNiwcX5JSfEVkjT2\/25enLNFsFovEdqNDR2bKVxG1nl9RJGaxvSoPC43EYKTnh5uLejs7fgUY7LsJmUFTxlOM0ndKSTV\/WZXVxN7upHKL7EKvE+Ys4H\/TXH7Zzd\/8uRPoDX6tYqpWY8+zN\/8A6J+8\/EjVyVyP6pT9yPgZV+2c3f8Ay5E+gNfq0+2c3f8Ay5E+gNfq1iqlefx3M\/rE\/efiPkrkf1Sn7kfAyr9s5u\/+XIn0Br9Wn2zm7\/5cifQGv1axVSn8dzP6xP3n4j5K5H9Up+5HwMq\/bObv\/lyJ9Aa\/Vp9s5u\/+XIn0Br9WsVUp\/Hcz+sT95+I+SuR\/VKfuR8DKv2zm7\/5cifQGv1afbObv\/lyJ9Aa\/VrFVKfx3M\/rE\/efiPkrkf1Sn7kfArmsda6g15d\/dzUslt+WGks86GktjlTnAwkAeJqh0pUdVqzrzdSo25Pe3vZNUKFLDU40aMVGMdElokuxFakajiy3S\/L0tanXVBIUsrkgqwAMkB4Dw8BWyfyN8mJqKNvHpq22y32yc\/EtLza2lOntEhUkHPOtXQEjux8KtX1TE8lhvRC2l4ordarzMTGtmtYyrE64tXKhLylBTBUT61gJ\/4qoT2XdFc4qcXF7mbYNltmNwNHa1u171HLYMR+aX2wHSoqGMdBjpWUbhoG6ybnJnwdcXaC3JdK1MtqBSkdPRTnuGeb29emKvOlZNbF1K8\/KStf0GLhcDSwlPycL2vcsUbb3BSmEuaxuAZjgBDLY5EEhtSCo9clR5uYnPUivLF2svMWM1Eb3EvKGmeqQg4IPXxz7fl9tZEpVvy8+nuRf8jAslWgtRF1biNxr0kKCsJJSQOY58fV4Y6jNdMPbi\/wAVaVHca9LHOHF5UMrPNzEH2Hu+ToMDIq\/Kt\/cDW1k240Te9d6jlIj26xQXp0hajj0UJJwPaSAB7TXnlp\/tI98lH9tmg\/ykk+LcONLclcQpKWZseOtQ8XERmkq+cEEfNUZ6uXczXNz3M3D1JuFeVZm6iukm5PDOeVTrhXy\/NnHzVbVWi4KUpQClKqMDTWorqOa12G4zB62Iq3P7oNAU6lVC4aev9p63Sx3CH\/t4y2\/7wFU+gFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBX1C1tqC21qSodxScEVJfhG4Dd2eK+aq62tCbBo+K6G5d9mIPItXihhHe6seOOg8T4Vtf2X8mPwp7R29n3Q0UnWl3SAXLjqBXb5V\/osjDSR6vRJ9poDQ8jVmrUM9k3qW7paHTlTMdCfzZxVMfkPyXC7JfcdWepUtRUT85r9NLWwuyTEXzJnaTSKWMY7MWePj+7WKN1vJ4cJu7Nufjz9rIFinupPJcrF\/kT7avwsJ9BXyKSaA\/PVSpncYXkz9zeG2FJ1zpGW7rHRLSvusppnEuAknoX20\/e\/6aeg8cVDGgFKUoDef5INuM3weRFMBAW5qO5Ke5T1K\/uY6+3lCf6qpXlVHZo0voJlBV5oqfMU5ju7QNo5c\/MVVjPyKG7EeXpDXGy0yQlMm3TkX+ChSuq2nkJadwP9FTbZP+tUveNbZa4b07KzYFhjl+92Nz3UgMp+E8pCSFtj2qSTj1kCpHKa0KGNp1J7r\/AI6EXnVCeJwFWnT32\/B3Na933B3AcuFyZaQ0IMwNBtDK2mW21pUySVFIHMshCU+n6WFV7rlr6RM09K09atKwo0iWOr6CtTrClp5lIQOTI6ZyMnu6YFYnfv8AqKO+piTJcbdZUUrbcaSClYwDzJI+EOUdT1GK6k6ivSMFFwcBBB5gBzZAxnOM5wcZro3xWlpocp+OYhXvLeZIO7yU3R164W6BIZ7WQrzfncCUFb6XE8pCPvOUpHsJ+Sr64XtUuan4vtGXe1wW4aVuCOtDBJCkIjKSpR9FPU4yegqNrjinXFOrOVLJUTjHU1Oryaexdzl6kmb4XyIpm3wGXINpDiCC+8vo46n\/AEUpynPrUfVWFmSo4TCVJvS6a9pJZS8RjcbSpp3tJN+o2KyQlUZ1K8cpQoHPqxX5kNew9INa61G3HuM1LSLtMSgIjJKQkPKwAefqMV+jHiE3Kt+0Oyustw7i+hpNntMh1kqOOZ8oKWk\/KVlIr8zrzzkh5x91ZUtxRWpROSSTkk1zU6wVS6TLX7lxLZbHZDoZedeWt5sI+GEAAAE\/g\/11SKUoCc\/D\/wDwR6f\/ANiv\/EVWQ612wtY6rtsVEK36juMeO0MIaakKSlPyAGu\/7P8AW\/xtu30tf110nBcuqGFw1Og6LezFLeuCscWzL4LMVjsbVxUcRFKcpStsvS7b6TYXSten2f63+Nt2+lr+un2f63+Nt2+lr+usrnCw\/UP2owuaHF\/WY+6\/E2F0rXp9n+t\/jbdvpa\/rp9n+t\/jbdvpa\/rpzhYfqH7UOaHF\/WY+6\/E2F0rXp9n+t\/jbdvpa\/rp9n+t\/jbdvpa\/rpzhYfqH7UOaHF\/WY+6\/E2F0rXp9n+t\/jbdvpa\/rp9n+t\/jbdvpa\/rpzhYfqH7UOaHF\/WY+6\/E2F1EDiz\/AISIv8mtf3l1jP7P9b\/G27fS1\/XVLud3ul5fEq7XCRMeCeQOPuFagPVk1CZ\/ytpZzg3hYUnF3Tu2uBs3JP4P6\/JzMVjqlZTWy1ZJreeSlKVo51AynsHMbc1L7mvYJaQ5LZB8VISSR\/YayvpW9wbXb5QkxJTsmU8XFuIRkH5\/z1HfbzUKNLaytd6eP3Bl4Jf9rSvRV\/UTUvdGx2YKp+n3ChfpecxXB1DrSh0IPj0wa7\/8GmYrH5XLDTd5UX916r2O69BoHKmKoVZTlG8ZKL323N39l0zru1+bg7SRkwkOspv97eVKUpGCtMRlJab+TneKsesD1Vjyx2Zp5UZx1KXVLcU4tOUEnAJx3cw7uvWs5t6eZ1xoq6aCaSBeIr\/uxZx\/HqSgpfjj\/SUgJUkeJbx4isRWdK4zgjOtYcYc50pKTknuKTj5+8fmrf6GEVTyi\/mTu\/Q9z9FtPU+gsYXExlQjsaKxe2wF4841FI07Pdx7rhUlvmVj7ok45Rn\/AEcn5qkJc7SpqV5uygpbZ6AdDzHHUnHfUVEQZdhuEW92SQWFNO9vFeSc9mrxQr1fL3HPtqSOit8dIaqbZh6sWmxXfAbUXujLxH33N97n29PbUJnOU1YzWJoR2o21S3p+j92InMacpSdWnrfeXBarMwlm4FKSgKi+khSOZJ+6Iq5dJbV3q8hi7R1WiNEWlwJffmNtYwlQPRxQP9VVO026DLjy3IcpiQhUfoppxKwfTR4iu63WJKJiSoYwlff\/AKprUK0pNSUHZ9qvw9KIyliIxlHykW\/Xbj6GcNO2bQO21zau0mc1qm+MOBUaNHSrzNp3PorccIHPynB5U9CR1NYy3dvLsex3zXN0WVzy68orJCe1eUfR9nee6rpvGo9FaUcadveoIjK+0SEsocDjqjnoAhOT+fpUb959ypm4082e3xFwbHCfWEtqAUuQvPwz7e\/AHcKlcnyWti8Sqru1xk+hcF\/j1mfh5VMUlFx2aae7p9urZiaA29MbnFw5PKmaCpWAlZ+F49xzXQzGNtnyeyUFpKEu4SQeoUPVgeJ8PGrmXakQIL7DrhbekpHbJAP3JA+Cj5fXkD67h2n27Go7wbhe3Vx7NCSJlxkqHVEVtQJA\/wBJZAQgeJPsreqmHp0ISrS3L\/G78uk2BV\/Ns9xYeprbKtFyetVzhPR5TPLztlIPLkBQ6g47iKt2SGY8WdIeylppsvKJ6YwMmsqa7mPal1Jcr442GzOkLeCB3IST0HyAYHzVhndm4t2vT6oqFAPXNfIlPj2Se8\/P3ViZzillOVVMfXteEb24bXBet6DAyWIqxpU9zfd\/wYany1zpr0xfe6sq+T2V0UpXyVUqSrTdSbu27v0s39JRVkKUpVB6KUpQClKUApSlAKUpQClKUApSlAK7I8h+I+3KivLaeZWHG3EKIUhQOQQR3EGuulAb0vJ48d+neIbR0LbjXd2ah7jWSMhpxL6ggXZpIwHmifhOYHpp789e49JrV+WOz3m7aeuca9WK5SbfPhuB2PJjOltxpY7lJUOoNbBuHvyxO5+hLZF0zvXphrWsOMAhN1Yc7C48o\/jP\/DcPtwk+smgNy1Kg1YfLDcJlzjpcu41ZZ3SPSbetXa4PsLalZqiaz8s1w5WeK59h2ltV6glBJ7MLjIiNE+GVLUVf9NAT8ffYisrkyXkNNNJK1uLUEpSkd5JPQCtPHlQOPOBui89w+7QXdMjTMCTm\/XSOrKLi+2ejLah8JpKskkdFKAx0HXC\/FB5SfffiPjPaZiyG9G6ScyldqtTiueUnw7d4+kv\/AFRyp9hqJVAKUpQCsi7EbBbk8RevImgNtbG5NlvHmkyVAiPCZ8XXnO5CR+cnAGSasex2W5ajvMGwWeKuTOuMhuLGZQMqW4tQSkD5yK\/Q7wX8LOmuFjaC36XhstyNR3FtEu\/3EoHO\/JUMlsH+LbzypHsyepNAYn4bPJX7A7OQo933DtjW4GqOVK1v3JGYUdfiGmPgnr4r5j8lTBs+k9L6fjoiWLTlstzDY5UNxYjbSUj1AJAqq0oCjXvRmkdSxXIWodL2m5sOjlW3LhtupUPaFA1DLiX8lFsZuxBk3vaeE1oDU\/KpaBDBNvlL9TjJOG8\/hN49oNTmpQH5j95NmNwdhtdz9vNybE9bbpBV0JGWpDZ+C60vuWgjuI+Q9QRVj1+hHjw4S7LxSbQTYcOKwzrKwtLmWGaUgKLiRkx1K\/Acxj2HBr8+k2FKtsx+3zmFsyYrqmXm1jCkLScKSR4EEGgOmlKUApSlAKUpQClKUApSlAKkJwQcLV04qd6IelHEOs6atKRcL\/MT07OMlQAbB\/DcPoj2cx8Kj3W7nyPe10TSPDS\/uAuOBP1pdHnlOEdTHjqLTYz6uYOH56AmvpDSGmtBabt+kNIWaLarRa2Ex4sSM2EIbQB4AePiT3k9a7LveXIAcahwlSn22S8tPNypQkZxk+3HQCqpVlarektzLoH3ZLNuMBJcdjIJVz4XgKIBKU465GOvefWLNebhG6PI9qhEaY1a7xenWr1NHOw0xJQlhIAye8YATkZ58k5HfnFXDZr\/ADnkMtXmEhlxby4weaXzNqcQSMetOcEj81Qkv983qb3HtLWjHNQTrMI04WiXMtTfny4SgjzhTTSiO35RjkUsZPqJqTmhpCF6Uswstwu0+3qnt+cu3BspWkecDlUcgEOc2AUjoAT0GBn1qxB4DNHias47LWz08d3t371ws+JliZDiXGI9Anxm5EaS2pp5p1IUhxChgpUD0IIPdWi\/ymPB1H4cNy2tbaHiFGh9YuuOxmUp9G3Sx1cj5\/BPwk+wkeFb1qjl5QXaKLvFwpa4tBYSqfZIC7\/b14ypL0QF0gf6yErT\/wAVeGxH55KUpQGU+GXfzUPDZvFYt0rClT6IDvZ3CHzYTMhr6OtH2kdQfAgGv0TbTbq6L3q0DadxtBXZqfaLsyHUKSoFTS\/vmlj71aT0INfmGrOvC1xi7tcKWpfdLRU9M6xy3AblYpilGLKHiRjq25juWPnBHSgNxnEZwFaC3luD2rdJzRpfUj2VPrbb5ostX4TiB1Sr\/ST3+INRVm+TQ4gGJfYxZ2mpLOcB4TVJGPWQU5qRGynlU+F7dGJHj6r1CvQd4cADka8jEcK8eWQByY\/1uWpJ27fDZi7REz7bu1o6RHUMhxu+RiMfz+lS+GzzGYWHk4yul06kHi+T2AxlR1JRs3vs7XIc7PeTFbg3Ni77y6pYmx2FhZtVs5gh7Hgt04PL7EgH21O2y2SzaZtEayWK3R7fboLYaYjsICG20AdwArCm5fHVwp7VRXXdRby2CXJbBIhWmSmfIWfUEs82PlJA9ta2OLzysGs927bL0Bsdb5OktOSQpqXc3V\/+UZjZ6cqeU4ZSR34yo+sd1YmMx+Ix0r1pXtw4Gbgctw2XRccPG1974v1la8rBxnwdxbsjh220vDcmw2SV22oJkdYUiXMR0QwlQ6FDZJJx3qx+DWt6vqlKWorWoqUo5JJySa+VhmeKUpQClc0x31gKQy4oHuISTX3zWT+Lu\/zDXtmU7S6TrpXZ5rJ\/F3f5hp5rJ\/F3f5hpsvoG1HpOuldnmsn8Xd\/mGnmsn8Xd\/mGmy+gbUek66V2eayfxd3+Yaeayfxd3+YabL6BtR6TrpXZ5rJ\/F3f5hp5rJ\/F3f5hpsvoG1HpOuldnmsn8Xd\/mGuC0LbPK4hST6iMUs0eqSe5nylKV4eis\/bJ7owp8eFo7UU9MO4wzyWm4OqwhSfBhw+A\/BPzVgGgJBBBwRUzkWeYrk\/jI4zCvVaNPdJcUzAzHL6WZUXSqadD6H+964on0JM1uUh9sOwblEUHAEkpUhQ6hSD4jxyK46z0fqrUEcbgPQGZ6bisdtJtraFIbe7il5DY+5OHGeoHNnPWoz7ccRF50yw1Y9YQjf7QgcjZWvllRh\/wC7c8R\/onNSm2V3l0gp1bugdSxfO5Iw5EkuCNLx+BhR5HB7BX0LkvLrLc4hGeHahXX8k9LrilLo48fQc2xuBxeSKXlIOUODju9L6PQ7djZaQiXm0N+azrUsKfxlS0ElQ8E47u\/v8fDpXxTNsW2A4yuKtGcpKStJ6qx0PVPh3HoB66kZM1Ro++oLesdImNJV3SoR81WT61JIU0v5gn5a74dt2ek29EK4xo8gJyEyH2n48jqc4K21ONqx3Z5K2V5u4R2qlCV\/7db9q7PTYwsLj1iPnyS7vx\/K\/pMCaajJYYuott7VFKomB2TriP8Ax2wDjB8OvfXqspvT1zYVJ1RLeSppeEKlrUD9yWAMYPinFZwi7a7PS27gbdd22AuMUkG7M+iO0Qfv22j3gd9dui9lNubpdilGoWT2DS1YbukRw4KSMYQ6ogdT4VjVc6wahUnUjJemKvuM+UvJxVSUlZcb9pHKBaLa1cYy3ZgXmQ2rmCFLUoc4GcqwB0B647wM1zdZdcu0j3Itjjy+2UOdY5iPWM9AkE5+TPQ1KSDtLstp6Uy4+6JryHE47WaVJJz+CyyCf59W5rTVEOxTFRdCrt1uTlYccjW8NOhWenK44pbh+XI+SqqOdxxlXYw9KT03y0j3JmKsww+xtKd\/RqzEbG0z0FlvUe4UlFhtSsLZafSVPPD\/AN0z0cc9iiEo9ajVxXrUen7jp5Fh0W0mFZGMOOpWR5xJdH\/iyD4n1JHopHd4k23qOUkF686ju5SDlTkma\/y5+UrOTWD9ab+6PsZeY0qwLvMOQHMFEdB9frVVnNM0y7K4LEZtiEmtVFflHVt9r7i5GniM3tTwsX29Hre5fveXXrjUNm07bnblcnw3GT0HXC31fgoH\/wA6ivrDVMzVt6dukkciD6LLQ7m0DuArhqbVt+1dPVcb5OW+sn0U9yED1JT3AVR64Py05cVuU8lh6CcMPF3S4yfTL8lwOg5Pk8cthtTd5vu9HiKUpWgk2KUqTu23Dft\/q3Q9o1FdJN4TKnRw66GZKEoBye4FBx+epTKsoxOcVZUsNa6V9XbsIPPuUOD5O0Y4jG32ZOysr62v+RGKlTC+1N2v\/G779Lb\/AGdPtTdr\/wAbvv0tv9nU78hs1\/t97\/BqvOjkPTP3f8kPaVML7U3a\/wDG779Lb\/Z0+1N2v\/G779Lb\/Z0+Q2a\/2+9\/gc6OQ9M\/d\/yQ9pUwvtTdr\/xu+\/S2\/wBnT7U3a\/8AG779Lb\/Z0+Q2a\/2+9\/gc6OQ9M\/d\/yQ9pUwvtTdr\/AMbvv0tv9nT7U3a\/8bvv0tv9nT5DZr\/b73+Bzo5D0z93\/JD2lTC+1N2v\/G779Lb\/AGdPtTdr\/wAbvv0tv9nT5DZr\/b73+Bzo5D0z93\/JD2lZB3x0HZNutajT9gclLimI2\/mS4Fr5lE56gDp09VY+rVsXhamCryw9X50XZm9ZfjqWZYWni6F9iaur77MUq5LpJ0\/bJy4KdMNOhoIHOuU6ColIJJwcd5ry+7Fh+KUf6W9+tWOZhRaVWvdiw\/FKP9Le\/Wp7sWH4pR\/pb361AUWlVr3YsPxSj\/S3v1qe7Fh+KUf6W9+tQFFpVa92LD8Uo\/0t79anuxYfilH+lvfrUBRaVWvdiw\/FKP8AS3v1qe7Fh+KUf6W9+tQEo\/JX7XxdyOLmxTLiwl6FpCFJ1A6lQykrbAbaJ+Rx1B+UCt6jmrtMtXNizvXuI3NlL7OOytzlU8rGcIz8M49Wa1A+Rxudgn796ysrVqatsido90NOIeWtSuWXHJSAskeo\/wDDWypOyl3uO81k15dJzqbdp1t1bLXb8yX3lJKEEIAATgKJOfHFXqcISi3N2sWKk6kZJQjdMzVkesUyPWKxBL2JvVzmJdm7iXBlhuQ+\/iHztuvFanFI7RRWoZSXEj0QnIQAMV43uH3Ur4dbXurdlJWULS6oKLoKS4QCebHKS4nOADhAwQeo82If1dxXty\/pM15HrFMj1isII4ftXoWor3XnSEdmthpDzThDDagSFJw4CXEKWtSVHPeAQQBVX03szqSxSZkiRr56X51BfiIQW3Alha0ISHUguHrlBUr1lSsYpsQ\/q7jzbn\/SZY6d1fnx8o\/ttF2x4vdb2u3RwxBuzjN7jISMAJkICl49naBwfNW8B\/bTcGTcl3I7nvMqUl1CG2YykobCkgAAFZ6ApB659mK1B+V\/mRpHFwmK04lx+Fpa2sSVjxc5nldR4dFJPz15OEY22ZXFOcp32o29hCKlKVbLopSlAKUpQClKUApSlAK\/Qr5ORyG5wXbYmDy8gtrqV4\/jBIdC\/wDqzX56q3U+Rx3Ziar4frlte9JSbjoy5uLS0Vel5rJJWlQHq5+0FAT\/AKo96tM6V2z9rkNIdkMFh1t4EoWnrg5HVJGT1wenh41RtQO66F1mIsjLKoI8y5VLWoOD7r917MBJB9HvyRXO3\/ZGdwLmZaJPuWOQRSVuBvl7BHNhITyH0+fqTnNDGnVUnsOL32\/HXu7yhOaZiP3CNe7hAMS8QELaZisx3XGlJXgODIxzBWAcpxjxB61c9ksd07Jj3WEeOy2+uUmJHyQFqWVJClEDonIwAO8Zrhbpt8k6UQlcea3dGg2l3tWShSlc45iM9COXPUV0890+zKQm4KvKWQ815gIyMxSz2Y5+1OMZ5+fOeuAnHjXpZhCFNqSW+37fsLtq1t1XITW1+sHbkkqiIsNwU+AcEtiOvm6nu6Zqn29zUh1Q2l83btDcJAkpcb\/yIQuVfZFBxjm\/cvHmyVZ6d2GvKO7xxtnuFHWDyJCUXPVEY6dt6M+kpUkFDpH+q0XD+avDLpVPKJu1jQf5xov8kXv+kWv2FPONF\/ki9\/0i1+wqi0oXCtecaL\/JF7\/pFr9hTzjRf5Ivf9ItfsKotSb4PuA3dHixuXunE59PaLivdnMv0hgqSsj4TcdJI7VYHf1wMjJ8KAj+JGiz0Fovf9ItfsK9bMOxON87Gl9TqQeuUS0Ef1MVvy2W8n1wvbJwYybTt5Ev10ZSO0ut8QmW+4sd6gFDkR8iUipAQ9PWC3x\/NIFjt8ZjHL2bMZCEY9WAMUB+YR1WkGFFD1jvzah3hU9oH+tiuHnGi\/yRe\/6Ra\/YV+kfcHhz2M3ShOwdd7WacuiXQQXFwUIdHtDiQFA+0GtbnF95It\/T0GduBwyyZc+KwlT0jS8pXaPoSOp82c71\/6ivS9RPdQGtvzjRf5Ivf9ItfsKecaL\/JF7\/pFr9hVJkxpMKS7DmR3GH2Flt1pxJStCgcFJB6gg+FddAVe7Q7QLZEuloamMpeedZW3JeS6coCDkFKE\/h92PCqRVXk\/wCakD\/fpP8AcaqkUBOTYBllW0mn1KaQSWV9SkfxiqyF5vH\/AIhv+aKsDh\/\/AII9P\/7Ff+Iqsh19CZQl\/D6H2I\/gj5D5QSf8XxWv\/cn\/AOTOvzeP\/EN\/zRTzeP8AxDf80V2Vm7TGz2kL3ta1qR4XRu6KbMmXIcc7FqKwXw2HUNqRh9AHU4WDnpV7F4ulgoxlVWjdtO0x8vy\/EZnOUKD1jFy1fBdHb\/y9DBvm8f8AiG\/5op5vH\/iG\/wCaKzk5w4RrYqQzqPXLUB6I2y+8lEIvcrb0kssHor78AL9gUKrum+HzRrbltbvl2ly3HHL5FmqQypLKFxG1FCgR1GMZwfhfNWDPPMDCO0m36E+Cv0W3fiiTpcl80qTUJRUd2+S4yUdUm2tX0cH0EcPN4\/8AEN\/zRTzeP\/EN\/wA0VnhjhiVJZmXFrXUUW5EViTFkKiLBcS60pwFxOctgcpGetelzYGxvtrgWO5F16bb7S8zJmNrQhp2S8hClIUCErHpHpg47u81688wF7KV93B6Xtv07Txcl81teULb7ectbX3Wb6P2iP3m8f+Ib\/minm8f+Ib\/mirp3A0g3oq\/qsrUqZISlHN2kqAuIonmKThC+pTlJwodDVtVKUpwrQVSG5kFXpVcNUlSqaSWj1v8Agdfm8f8AiG\/5oqIfFihCNx4wQgJHua10Ax98upgVEDiz\/hIi\/wAmtf3l1qfLhJZS\/tRN\/wDgvbefq\/8ARL8jClKUrjR9IClKUAr6ha21BbailQ6gg4Ir5SgL50zvfuppJCWbNrKelhPQMvqDzePVyryKyJaOMfXsUBN605YLmB3r7BTCz86FY\/qrAVKmMHygzTAaYfESiui7t7HoRWJyTLsW9qrRi302s\/arMltp3jIt8qHd1Tts0JUzALhLNyUM\/dmhjBT7a7tJcZdnavKUW7bqRGW408CpNzIyA2o4OE+yovac\/wDMtQfyWf8AuGa46P8A84GP9k\/\/AIK6lvl3n+y4vEOz36R8DAfJLKX\/ANt+9LxJCnjSvk65RmoGi4bfaPoSFSZjjpGVD5KsLV\/E1urdLjNYjXOLbGw+4nEOMlJxzH745NYptCkousNa1BKUyGySTgAcw61VrlpW8PXGU80mGpC31qSRPj9QVHB+HWHiOVud4pWqYmXqez\/42MrD8ncrw3\/10V69fxueC86kv+oXjIvd4lzVnrl50q\/qNU2qz9iN8\/i4f0+P+vT7Eb5\/Fw\/p8f8AXqAqVJ1ZOc223xepMQhGC2YqyKNSqz9iN8\/i4f0+P+vT7Eb5\/Fw\/p8f9eqCoo1KrP2I3z+Lh\/T4\/69PsRvn8XD+nx\/16Ao1Tx2P\/AIKdN\/7mP7TUJ\/sRvn8XD+nx\/wBepubMRnYe2Gn4z4SHG4gCuVYWM5PikkH5q3z4P\/8Arqv2PzRyn4W\/ouh\/uf8Aqy9aVyQlKlpSpXKCQCfUPXUgdRbQaWYetthh6TnRrTMVEZiaxTO7RqW683kZbI5OUuYHo4KR310zF4+lg5RjUv51+jha+9q+\/crt8EcSwGVV8xhOdFrzbdO93tuTstN7tFcXqR8pUl7Xw6aUmaekadelzl3uDeI8SfPisocTEcVFUtxC8qADKFkZV1ORVLRwzacbjacek67fc92VI7R1iIFMlKmVuENLzgqTyYIPf17qwVyhwLbTk9Ox9F76dhKy5H5okmop3\/uSs72tq96ZHylZ3sXDvp7Ulpsl4t+qLixGu9xXF7SXFQ3hsdqUcoKvTWoNDGCRlWD7ft74dbJaWLtJj329XDzFaEBmPb0h2JlntCqSFKHKjw5h39\/sq5\/HcFt+T2nf0Ppt0dJZ+S2Z+TVVQWy+O0ui\/T0GB6VIVzhhtcK59ldtQ3CPAdlPojSA02ovRm4XnHapGeuVAp+aucvaTbqVpNV0Sq4FbOn4NybXCjJ7UNLkOJcdcQV4J5UjmPcB1qj+P4N22G3e25Pjoi6uSeYra8olFq+9rgrvuatwZHelX9uttxbtt3bdBbvSp0u4IcmJACeVMMrIjr6ffLSCojw6VYNSmHxEMVTVWm7xZA4vCVcDWdCsrSW9b+FyHPFb\/CiP5OY\/tVWG6zrxPWC53LcoSIiI5R7nsp9OU02c5V4KUDWI\/sRvn8XD+nx\/164Tyi+lcR9pn1TyP+gcJ9iJ1ao\/f2T\/AMH9xNUuqvqxtbOoZjS8cyClJwQRkIHiOhqkVDGyClZd4a+F\/dDij1r9iO3dtAZjcq7ldJAIiwGieinFDxODhI6nFbieH3yX3Ddszbo0rU9iTrvUaUpU\/PvCAphK\/ENR\/gJTn8LmPtoDRExbLlKHNFt8l4ettpSv7BXW\/FlRVcsmM60fUtBSf66\/UZZ9H6T09HREsOmLVbmWxypbiw22kgfIkCqNq\/Z\/avX0NcDWW3mnrwy4MKEq3tLOPYrGR+egPzD0rcPxTeSE0Fqm3StV8OMhWm740lThsUhwuQZfjytqV6TKvV1KfYO+tSWtNF6p281RcdGa0skq0Xq1Pqjy4clBSttY\/tB7wR0IIIoCi0pSgM98C+8jOxnE\/ovWtwk9janZSrZc1E4AjSEltSj7EqKVf8NfoqZdafaQ+ytK23EhaFJOQpJGQRX5WgSDkHBFbl\/Jlcelp3H0tbNg92b81H1haGxFssyU4E+6sZI9BrJ6F5CRjHeoAHvzQGxGlKUApSlAdMyXGgRH50x5DLEdtTrrizhKEJGSSfAACvzd8W+7SN8OIrW+5EZ0uQ7jclNwSfxVoBprHs5UA\/PWxfyoXHraLHYLlw47Q31Em9XAGNqS4xHMphsEelFQsd7iu5WPgjI7z01FUApSlAKUpQClKUApSlAKUpQCs18IfEnf+Fzea17h20uv2tz\/ACO9wUq6S4SyOYY\/CSQFJPrHtrClKA\/UBtpuVozd3RVs3A0De491s12ZDrD7KgeU\/fIWPvVpOQUnqCKuivzkcMvGJvJwr3tU3QF4TItEpwLnWSblcOT6zy5yhePv04Py1tO2g8rzw2a7hMM7gt3PQ11KQHkSmjJi83iUOtjOP9ZIoCdNKwO1x18Ib0YSkb\/aTCCObCpfKr+aRn+qsWboeVe4T9Aw3jp3UE\/Wc9KT2Ue0xlBC1eALrnKkD29fkoCXt7vdo03Z5l\/v1xjwLdb2VyJUmQ4ENstpGVKUo9AABWhfyh3GI7xS7ppg6Ydcb0NpYrjWhByDLcJ+6Slj1qPRI8EgeJNUziw8oDvLxTLdsVwdb05o4O8zNigOK5XADlJkOd7qh39wSPAVGCgFKUoDNHCHw6XXid3usu28VxyPbCvzy8y0DJjwkEFwj\/SPwU+1Qr9EWhdD6X220lbND6MtLNts1ojpjRYzScBKR4n1knqT4kmteXkU9rolr201rvDKaT51ermmzR3FD4EeOhLi8H2rdGf9QeqtkMC5wLowqTbpbUhpK1Nlbasp5h3jPsr2ztcpcknst6nqpXWmRHWlC0vtlLvRBChhXyeuur3St3YLlefx+xaUUrc7VPKkjvBOcA14VHppXUZUYEJMhrJQXQOcdUD775PbXS9drXGSFP3GM2C0XhzOpGWwMlQ69RjxoDVT5XHg8hWgJ4ndvrY2wzIeTH1VGZRgdqs4blgD1n0V+0pPia1cV+l\/dizaM3u2i1VoFu72+4x7\/a5UNvsnkufdezKkkY8UnlVX5pZcZ6HKehyEFDrDimlpPelSTgj84oC4Y7liRpGH7rxpzqvPpPIY7yEADka7+ZJrydtov8n3n6U1+zrrk\/5qQP8AfpP9xqqRQE7dijDVtXYjAbdQx2S+RLqgpYHaK7yAB\/VV+1jzh\/8A4I9P\/wCxX\/iKrIdfQuUfR9D7EfwR8g8ofpfFf7k\/\/Jiry0FL1pqS9WjQVovzvYTZaEswpTy1QysHmHO31BGR3Yqzaq+k9TXDRupLfqi1IZXLtrwfZS8kqQVD1gEHHX11k4mm6lKSgk5Wdr9NtDCwVWNGvBzbULratv2b69xlvXm2G7Krldbxd7951NlQ40oMQEOI7ZKZCI7TfZkJKAlXLy5GOnT11RG9ud5YEO7qnzrpb1xWPP0s+cKX56t10MLCChRBWSvlVnr4GkviU3Ckq5mWbXF5W222+yYWSjkkJkAgqWSTzoHeSMZAArzv8QuulNGNCjWmAwEYbajRilLazIS+pxOVH0lOJBOcjHTFQVGjmsIKEoQ3r2K3749yNqxGJyKpVlVjUq3afF6yd9dXfe7712p3dvqduN+o0o29EK9NqehhtRTMw2phKuUNFXNy9FK5eTOcnGKp150lu9ZYCo93902YUKKt0pVMy020y8EqA9LA5XMej35wauzTnEU6uWqLrOzMqsuFO+YWyM2lC5JdS6XVhzmyoqSDkEY9XhVP15vbG1Ro64abtkCbHcvV4dukwvuIUhpKiCGWsDPKSlKjnxFV055l5aMKlGFrq7S4dO\/el\/zqW60Mm+LyqUcRU2rOyb1v0Wtub7e22hi+53a6XqT57d7jJmyOUI7WQ6pxXKO4ZJzivJSlbAoqKstxqEpSm9qTuxUUuKNzTyNwYwusW4OPe5zeCw+hCccyvApPWpW1EDiz\/hIi\/wAmtf3l1qPLj6Jf2o\/mdD+C\/wCn19iX5GL+20X+T7z9Ka\/Z07bRf5PvP0pr9nVEpXGT6RK322i\/yfefpTX7OnbaL\/J95+lNfs6olKArfbaL\/J95+lNfs6dtov8AJ95+lNfs68cfT1\/lspkRbHcHmljKVtxlqSoewgYNdn2Lan+Ll0+hufVQHo7bRf5PvP0pr9nTttF\/k+8\/Smv2def7FtT\/ABcun0Nz6qfYtqf4uXT6G59VAe1N203CgXBi2W64h+dG82Cn5KFJQO0QsnAQCfgY7\/GujR\/+cDH+yf8A8FddP2Lan+Ll0+hufVVZ0jpjUiL8wpenrmkBp\/qYjg\/8FfsoC06VU\/sW1P8AFy6fQ3Pqp9i2p\/i5dPobn1UBTKVU\/sW1P8XLp9Dc+qn2Lan+Ll0+hufVQFMpVT+xbUw\/\/h26fQ3PqqmqSpCilSSFA4II6g0B8pSlAKnjsf8AwU6b\/wBzH9pqB1Tx2P8A4KdN\/wC5j+01vnwf\/wDXVfsfmjlPwt\/RdD\/c\/wDVl81VbNqe+2CbFuFtuC0OwlFUcLw4htR8QlWQD81UqldXlCM1syV0cDp1J0pKUHZroPbKvV2mypM2VcpLj0x1Tz6y4cuLVnmUfWTk10JmS0JQhEp5KWySgBZAST349VdNK9UIpWSPHUnJ3bdztEmSEIbEh0IbVzoTznCVesDwNfTMmEuky3iX+jv3Q+n\/AK3r+eumlLI82pdJ6PdG4YSnz6RhIwkdqroMYwOvq6Vyi3S4Q32pLEt0LZwEZVkAA5CcHoR7O6vLSmxHdY9VSad0ypah1HedVXRy836cuVLcSlBWoAAJSAlKQB0AAAAAqm0pSMYwioxVkhOpKrJzm7t7297Ic8Vv8KI\/k5j+1VYbrMnFb\/CiP5OY\/tVWG64Jyi+lcR9pn1fyP+gcJ9iJVNUfv7J\/4P7iaqO2u3upN1teWLbrSETzm76gmtwoqPAKWcFSj4JSMknwANU7VH7+yf8Ag\/uJqePkZdt4WqN\/NRa9nMJcGkLMDHKhnkfkrKAR7eRDlQxshtR4beH7R3DZtXatt9IxW+aO2ly4zQgBydLIHaOrPecnoB4AAVlKrf1PrW06VCvPUuuqbYVJeDfLhllPQrWSQAM9B6zVG0hu3Y9WX5WmlWy42qeuL59ERNbSlM2MFcpcaUkkKAOMjvGRkdasUsVRrVZUacryjvX76Lq\/RdX3l2dCpTpqrJWi9z\/fd0l80r5kd1favloVBXyofB5ad5tsJm8WkLWlvW+kI5kPKZQAbjAQMuNrx3qQPSSfUCPHpOquqVGYmxnocppLjL7amnEKGQpKhgg+wg0B+VzupWT+J\/bVnaDiC19tzESUxLLfJLUQH8XUrna\/6FJrGFAK7YkuVAlMzoMl2PIjrDjTrSilaFg5CgR1BB8a6qUBP3hs8rru3tdEjaX3hs417ZGEhtuZ23Y3JlI9bhBS6MfhAH\/SqaWmfK78I98joculw1HY3iMqal2sr5T6uZsqBrRhSgN5eqvK98JdhjLcs8nUl\/fAyhqJbS2FH1czhSBUIOJjysu8u8EWVpba+ANAadkJLbjrD5duMhB7wp4ABsEeCBn\/AEqgnSgObzz0l5ciQ6t111RWta1EqUo9SST3muFKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAblvJ3afvWv\/ACdV60foq4piXuReLlGae7Qt9k8SysEqHUeiRV\/7H6c4oou5tt0bqNu4jRumeZcqY8Ex0SnltHIIHV30iO7IFRv8irvPGg3PWexd1mJQq4dnfbShSvhOJT2chI9vKG1f8JrbHV6lXqUm1e8GmtlpWu7Wl03STS1tq9DIp4hUoWjCO1r5zSbSas4q+5PR9N0rMh5a+EnepnTFnsMrdMNtWmPNZtzLbq\/\/ACeuXGfS6tSxgu4cU0EYwUoK\/Gk3he13cYz8pnQWnrEw3Ft8ZuxWq9gsS5UcuFU90ux1NLJ5wns1oJIySrIFTDpVixjkR2OHXf8AenxNa3C\/6Zau0G0p02i1Q0ONxzblRlNucjgUEIy4vtOXs+9tOCO6ro2o2M1foa+WdWptD6Z1A4zFtiTqF64qEy2BiC2wthpstnmSFoUUkLSCFnIzUkKUsCybVtrZtM3YamjzH1PxreqCQsJ5CwOuCAO\/Izzd\/h3Yr83+utQ2SXrfUMqLpu3uMvXWW42sOPekkvKIPReOor9B\/GHvBC2O4dNZ67kyUsyk29yDbgVYUuW+koaCfaCSr5EmvzfElRJPeetegqNyvCZ0NiCxbY8NlhxbgS0VnmUoJBJKlH8EVTqUoCbew16s0XaiwMSbtCZcS0vmQ4+hKh90V3gmr\/8Asi0\/+Xbf9KR9da5gpQ6BR\/PTnX+Efz1v+E5dzwuHhQVBPZSV9roVug5LmHwV0sfi6uKeKa25OVtjdd3t842M\/ZFp\/wDLtv8ApSPrp9kWn\/y7b\/pSPrrXNzr\/AAj+enOv8I\/nrI5w6n1de9\/gxOaCl9bfuL9RsZ+yLT\/5dt\/0pH10+yLT\/wCXbf8ASkfXWubnX+Efz051\/hH89OcOp9XXvf4HNBS+tv3F+o2M\/ZFp\/wDLtv8ApSPrp9kWn\/y7b\/pSPrrXNzr\/AAj+enOv8I\/npzh1Pq697\/A5oKX1t+4v1Gxn7ItP\/l23\/SkfXT7ItP8A5dt\/0pH11rm51\/hH89Odf4R\/PTnDqfV173+BzQUvrb9xfqNjP2Raf\/Ltv+lI+uolcVMyHO3EjOwpTMhAtzYKmlhYzzK6ZFYb51\/hH89fCSepOaiM75WzznC\/FXS2dU73vu9SNg5M\/B9T5N49Y6Ndz0ats239t2KUpWnnRRSlKA7kTZraQhuW8lI7glwgCuXn9xxnz2Tj19or662MeTx2e4JZ+zV33w34nQZl207cDGnxr5ICYcQEczJbZBy6VgHvB6pIA6VM3ZjevgF4k9RzNndutEaYnymIbj4iSNKtMNPsIIC1NqLYzjmHqPXNAaGvdG4fj0j9Kr66e6Nw\/HpH6VX11MzyofC3t\/w47p2OdtlF9zrJqyG7J9zOcqTEfbWAoN56hB5gQD3HPhUe+GPR+2uv99dI6L3cusy26YvE9MWVIiqShSVqB7NKlK+ClS+VJV3gHNAY3FwuJ6CbIP8A+kV9dPdG4A\/+fSP0qvrrdndN1\/Ji8JE4bfR7HpZ+5RyGZXmdoTdn21ePbPqCuvrHNn2VW+K\/g64ct\/tgrrufonS1nsV3asK79ZrzaoiYoeQlkvJS6hIAUlaRg5GRnNAaMfdG4fj0j9Kr66e6Nw\/HpH6VX11IvgA4c\/tjOIyyafu0Uu6asKvdi+EpyhbDRBSyfD7ovlTj1FVSa8r1edodCu6Y2S230Bpaz3Vwe7N4kW22MMPNtdUsNFaEgjm9JRHqCaA1te6Nw\/HpH6VX1090bh+PSP0qvrrqjgF9sEZBWP7a\/QTc9KcKuzXD1ad1tytpdJItNvs1ucmyW9OMPulTqG0g4CMqJUoZoD8\/fujcPx6R+lV9deckk5JyTW5SXxs+S5civNs6AsocU2oI\/wD2IbHXHT7ytO97fiyrzPkwUhMZ2U6tkBPKAgrJSMeHTHSgPHSlKAVkvTnEJuJpayRNP2qRCTEhN9m0FxwpWPafGsaUrJwuNxGCk54abi3po7GDjstweZwVPGU1OKd0pK+vSZd+2k3V\/G7f9FH10+2k3V\/G7f8ARR9dYipWf8oM0+sT9rIz5JZF9Up+6jLv20m6v43b\/oo+un20m6v43b\/oo+usRUp8oM0+sT9rHySyL6pT91GXftpN1fxu3\/RR9dPtpN1fxu3\/AEUfXWIqU+UGafWJ+1j5JZF9Up+6jLv20m6v43b\/AKKPrp9tJur+N2\/6KPrrEVKfKDNPrE\/ax8ksi+qU\/dRl37aTdX8bt\/0UfXT7aTdX8bt\/0UfXWIqU+UGafWJ+1j5JZF9Up+6iv621vfdf3kX3ULjK5QaSzlpvkHKnOOnz1QKUqLq1Z15upVd5Pe3xJvD4elhaUaNGKjGKsktyRXZN\/tM14yZem2lvKCQtQkrAJAAzjw7q2deRKutlkXHdiDCtSIUrsLQ6SHlLLjYVJHj3YJ\/6q1UVNDyT+8cPbDigi6du0tEe365hqsqlrVhPnHMFsZPtUOUe1VWy8bUt6bHeYt4m3mdLdn2piVGusqx9kgJusJkgraSs+kVt\/DDXwVY9teWJdLduDr3SCdBXVp1TE9WoD5tyqTbbaRyqStQ6pU+egb+U46VIebbbfckJauMGPKQk5Sl5sLAPrGa8tk0xpvTYfGndP262CSrne8zioZ7RXrVygZPy1G4bL\/JTTqO6g5ShbR+fq1K2+z3dOm0m0mZ1XGbcGorWSSlfVebordH5cLJ2LS1BZ7k9fZMyE24hYWFId7ErSeicdAnqQU57\/mq09X6W19enHpOnbzMtrUptPnjbyHXHA4z6TBbVjHVRUFdO4J78VmylXMJl9LB15Yim3dttpvS77P3wveyLdbGVK9NUppWVlu107TBiNI7qsW6Q8\/qS7SXx9zajiY63yJKXOU84QclK+zJ6HIGM+u8tpLbrO2x7ijV8+RLccLKkLfcWs84Thzl5kpATnuAHy576yDVF1pq2zaD0ld9Z6hlojW2yw3Zsl1ZwEobSVH5zjA+WpOVVyVmjDUbGgvyk0yJM409yVxMENTIzKyPFxMVoK\/rGPmqMtXVutr647p7l6o3HuvSVqS7Sbk4nOeTtXCoJ+YED5qtWrRUKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUBde1e5uq9nNwLJuTomeYl4sUpMlhX3qwPhNqHilScpI9RNfoU4WOKTb\/il26iav0pOZZurLaEXi0KcHbwZGPSBT3lBOeVXcR7civzgVeW1G8G42yOr42uNsdUS7Jdo\/olxlXoPIz1bcQfRWg+KSKA\/TtStXOxvlprI7EZtPEBt9LjyUAJVd7Bh1tZ\/CXHWQU\/8Kj8lSVgeVI4Lp8VMo7nvxuYZ7KRapCVj5RymgJY14b1e7Rpy0y77frlHgW+C0p+TJkOBDbTaRkqUo9AKgzuZ5Yvhq0rBeRoC16i1jcgk9khEXzONzeHM64ebH+qg1rg4oOPvfTihS5ZL\/c0WHShXzpsNsWpLLmD6JeV8J0j29M9cUBevlHuNYcTmvGdH6FmvDb\/AEu8rzMnKBcZWOVUlSfUBlKM+BJ6ZqGtKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUB7rLa7zqC4xdO2KHJmzLg+hqPEYSVqedJwkBI7z1I+c1uo4IuE\/SHAxtbdN+N8rvCg6pm23muLzih2dpiEhXmyD984ohHNjvUAkZxk4w8kBsHtSnRUriD1EmJM1WLg9brcZakctvbQkcy20k\/DVzEc3eB0HealpxScLeh+K6PbrRrbd2+Wux25XaptNsmMIjuv9cOuBQJWoAkDPQZOO+gNM\/G7xTT+K3eaVrBmMuHp21oNvsUVZ9JMVKie0X6lrPpEeGQOuM1H1KlIUFoUUqScgg4INTf8AKEcEe03ClpLSN9251hdrzIv1xkRJKJr7LiW0IaCgU9mkEHJ8ajpwr7Yaf3m4hNEbZaqmuRLRfLj2U11tQSrskNrcKQT0HNycufDNAZo4B+BbUfFPq5GrNVJkW7b2zyAqfMKTz3B1Jz5uyT0Ofvlfej1k1Mzyl\/GXpbaLbh7he2gmxjfZ8JNsuioqgUWi3hASWOnQOLR6OPvUk+JFTkt2kNE6X23Rtlt5eIekrbFgmBActq2krhpxjnQFZBX1J5iDknJyahNqTyR\/DncFXPUVy3h1bNuD\/bS3n358Za3nTlRUolGSSe+gLx8lbsIjZvhs98+4wi\/qDXrZu5Q2kFxMJAPm7I9qgCvHrWB4Va\/DDwwTt7d0d3d0uMLYht2Zf7sw\/Y03xkLLUYJUkNt4PQJQlsfNURtG+VU372d0vbdqtN6b0pItWk2BaIbsmO4p1bLJKEqWQsAkgdcCp4eTv41dd8VUDWMnc2Lp+1rsD0VuKIQLXOHErKubnUc\/BHdQGrjjW4etU7I72ajuK9vntN6KuV9kI06oICY7jCSCA2M5wAa2Zsce3AZqjaW0ba7l6tiXmALXCjT7fLtD7zC3GkI6EcmDhSfzioY8bfEdI394nIex+7NwtFi0FovWDkRV2isrW6iGVpS4teCeY8gOMDvNSg1H5Mvgz4hCxq3Y7coWSO82gLascpmZGVgDr2ajzIUfEZHXwoC+b\/wI8EfFXtSNV7LWS02MXFlwWy+afQWkoeT0w4ySEqwropJAPtrSlr3Rt2281rfNC30I90LDPet8goOUlbaykkew4zW\/HTsrh58nVw\/o0pctdITBtPnEwIlPoXPuMpfUhDSepJIAAAwAOp8a0M7p65kbm7kam3Blxww7qG6SLgWgc9mHFlQT8wIFAWtSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFd0KbLts1i42+S5HlRXUvMvNqKVtuJOUqSR1BBAINdNKA32cAPHBpriZ0FD0vqi6MRNxrKwGrhDcUEmehIwJLX4WR8IDqDnwIqXlflr0xqjUei79C1TpK9zLRd7c6H4k2G8WnWVjuKVDqK2O8P3lmdU6ejRbBxAaMVqFhpKW1Xq0qS1LIH3zjKsIWfaFJoDbvSoiWHyqvBle4iZL2v7hbFkZUzOtL6FpPq9EKB+Y1Qtc+V04SNLQ3V2C5ag1TMSD2ce321TaVHwy48UgD29T7KAmupSUJK1qCUpGSScACtSHlTOO626xZkcOG0N4al2ptwHUt0jOcyJDiDkRW1DoUAjKyO8gDwNYZ4nvKk72782+ZpDSLCNC6WlhTT0eC+VzJTR6crr+AQCO9KQPV1qFpJJyaAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSpkO+ca02QkaR0Vpm26Xkac0iJt6sd80bHCp6GgFvT4l25C4HVJUFBK1J8QknoKpOsdrdu9RbrFi27dCz2Cz6VtV1uT7l2cjRXO1hRcL+5sLXntHcK5EqKlKycdaAibSpNbgbJ7SbbTNeXC6RrvcYdmgWKZaIseYUAuT21KKFuLbStSE4yCUJUQMYGaqe5O123WpLhdmdMaAnWeRZ9toeoYxiyCtubJ7GKSQgIGSErdUogkk9TjFARSpUmdL8PGkBHtUvU1g1HJde22kawft8RfZyHpLcxxtKUgpJSgtoBPQnvIz3V7rLsfs5c2tOauuNvu1ji6ns0x+JYrlNdShuaxJQ0kuSkMqU2y6lSihSkAc6FAkDrQEWKVnDbvb1vTnEjLsOqdPohW\/R8qXOusCWUz1sRo4KlABKSmQtIwUjHKogZwM1z4ptIzrbfNP6tSxC9xdQQAi03FtpDDt3ZZCQZzzLaEpaUsrxy4yCgg5xkgYMpUuNecMm0ejY0nTr2oml3S3NW1xq4MXF51VxcfWyFp7DzcNtIUlxRQsOn4IznPSlan234crKN1lRNNapcO1l+Rb2wu6IAu6FynY5Sv7n9x5VIBCk82QMHBOaAjNGu91hN9jDucthvOeRp5SRn5Aa7vsi1B+Xbh9KX9dSxb4X9qIzV81qqS45Z0N2JyFabhdVx1Rk3CF5youPtMOKXyn0EegkKOcnpg25ctjtj7bKYs0a9XW4uXzWq9NW64B\/sWIsbs2FqcdStAUtxBdUjGEgkZ6DpQEapVzuU9KUTrhJkhJykOuqWAfZk10sPvxXUvxnnGnUHKVoUUqSfYR3VLO17L6HajI1ZZ9Dau0jcLFuJZtOMOXKSHUyGnVvc7oCmwO0+5JOACkZ8aoNn232gfn6YjautN9ud21xq662RyRHnpYREbRKS028E8h515Xkp6DAoCO\/2Rag\/Ltw+lL+uh1DfyMG+XAg\/wD8yv66lJobhs27k6h0Pou7aW1TqE6semql3+2yQ3Gt4YkvtBko5COZIZCnCpQI5xjwziTavbzS13g671XqO13O9xdGstLas1ue7J+UXZAaC1r5VFLSB1UQCclI6ZzQGJiSSSSST1JNeiJcrjAChBnyY4X8LsnVIz8uDWfrTtptq3p1jWlw221fOav+o\/cSLZ2JxS\/amwwyvncX2WVrWXiWwUgFKepNViTs3snoKXbrNq2HfNQSLprq4aVTIiT0x0MxWjHSh\/HKrmcBfOU9AcUBGN1119xTz7q3HFnKlrUSSfWSa9VuvN3tCy7abrMhLPeqO+psn50kVI1vZjaDUNykWXT9uvkRWnNwLZpKbJfmpcNyjSXnW1OhASOxWOxJABI9L2V653Dzo3Vl01JpnQ2h9TWi6aX1RDsjAulwSE3hL8lTPICpASy6AOcY5hy5J7uoEZJ9zuV0e84udwky3fw33VOK\/Ook15u\/uqYsjhi2eflaNvPbTGbRdXNRRrm1bp7snrb7eZKXG3H2Gjzc3RSQkpOOh76tzR+32gblpqz7maCjXiwIu1q1hbJkKRLRLJXCtfbJcSsoGAsPcqk46Y6EUBF2lSq1Jw57S6a0cGrjfk+6osEK8tzo05596S8+ltfYpiiPyBBC1JSrtc8wGe\/FWHxHbU6V0IzZr\/t5bH1aXukiXDiXVyep1UtxjsypLrDjTbkd5KXElaCCn0hyk4oDCNKlbdOGTRcPbqXOmx1W\/Umn3rKm4tM3R2UpXnjyG1ocBYQ02cOBSezcXjBBz31573sNtZqi7a90ftlYb+3eNDaohWlhyXcm1JujL8xUZSCCgBlQIBCskYzkUBFtKVLVyoSVE+AGTXypsad2S0Bo\/Vu3uttJ9nideLvZZcdEx6YypTMEuBfO8wyebKiCEhSe4g+FYoj7M6Gb0CzvM9Gny9NPWOPGahtyMOv6kU92S4qVAZ5eVDj2AMhJSPHNAR+pUuGtgdpb9rDTugHdNXHSuoW7XOvuoIsi8LebbQ0x2jMEOFolL6gOZfKlXIDjHMCB47hsLs1Ds983Ai+eXhiwWNufI0zaLi66pTzktLCXBJcYQrsQklSiEEhWBnByAIqFKkgFSSAoZGR3ivlZ24oLdZ7baNqEWKx3C0RH9GpkIiXDBkN88yQrClADmHXoogEpx0rBNAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAXU\/uvudJ0r9g0ncDULunuUI9zF3F1UblByE8hVjlB8O6uyFu\/urbV25yBuLqKOq0R1RIBbuLo82YV3to9Lok4HTu6D1CrRpQFbvOuNY6iVLXftUXO4qnhlMpUqUt0vhrPZc5UTzcuTjPdmvfE3X3OgOWh2FuBqBlVgbUzayi4ujzNtQwpLfpeikjAIHTHSrVpQGRbBv3uTZp92vMrU1zuVzuVncszU6VOdVIiNLdS7zNLzzJIUCR1++NUpG8W67eol6tRuPqMXpxkRlThcne2LQ7myrmzy+OO7NWfSgKtD1bqmBqA6shajuTN6LqnzcUSliQXFfCUXM8xJycknrmuzUGt9Y6sBGp9UXW7AvGRiZLW8A6QElQ5icHAA6eAFUWlAXLI3M3EmWKHpeXri+PWi3rQ5FguT3VMMqQcoKUE4HKe71eFU6RqnUkr3WEm+TXfd14SbnzvKPnjoWVhbv4audSlZPiSapfKrHNg4PTNKAui1bp7k2K5G8WXXl9gzTFbgl+PPcbWY7aQltokHqlKQAB3DAxVMXqi+Slsi63KVcWWpqp6mZL61pcfWRzrUc55lcoBVnJx314WYE6SjtI8N91OccyGyof1V1usvR1lp9pbax3pWkg\/mNAZb1zxHai1TpqJpax252xRWLgxdHHRdpc19UhhKks8jkhalNNt9ospQnxOSTgVjYas1MHoUgX6d2tukrmRF9urLD61BanEHPoqKgCSOuRVKpQGXtvOIu8bdWVTFtsAk3pL70pq5PXWZ2fbuZ+7ORQ52LrieYlKlJ7wCc4rHGn9X6q0nePsg0vqK42m5elmVCkLZcIV8IFSSCQfEd1UiiUqUoJSCSTgAd5oC7YG7m6VquFyutt3E1HGmXjrPfauTyXJJxgFxQVlRA6AnqB3VQ\/sk1AW4rJvU0ohSlzYwLyj2UhRSVOp69FkoTk9\/oivA406y4WnmloWO9KkkEfNX11h9hQS+ytskZAWkgkevrQFy6W3H1RpjUkXUTdykSizeIt7kR3nldnLksOFaFu9fSOSrr3+kfXXu1jvPuXra5+f3jWt8W0zPcuEKMbg6puE6pZUC0Cr0SnOAR1GKsmlAXddd3t074+3JvO4WoJzrPbdmuRcHHCjtWuyd5cnpzN+irHeOhqkwtY6rttvatNv1FcI8Jjzktx25Ckto84bDb+Eg4HOgBKvWBg1SChQSFFJCT3HHQ18oC5Fblbhq04zpBWt74bJHUFs2\/z93sGyDkcqM4GD1HqPWunVWvtca5VFVrPV13vhhILcb3QmOP9kk94Tzk4zgZ9eBVBUlSSUqBBHeDSgLrmbs7n3G1M2K4bg6gk26OhtpqK9cHVtIS2pKkAJJwOVSUkerlHqqnI1rq9qRcZTWprm2\/d30SpzqJK0rkvIc7RLiyDlSgv0gT1B61RaUBeF13h3VvkmNLvO4uoZz0NxT0dyRcHXFMrUjkUpJJ9ElHokjvFVC\/7wXKdo\/TGidM2prTlu03JNz\/yOS6tcq5KQhKpaytR5V4bTgJwE5OO+sf0oC9r7vdvBqaVCnX\/AHM1JPk21\/zqI89cXVOMPYxzoVnKVY6ZFeU7t7oHU41odwdQe7qWuwFw90He3DX4HNnPL\/o91WnSgKtqPV2qdYSWpuq9Q3G7yGEFtt2bIU8tCSoqKQVEkDmUo49ZNUmlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoDviW+fcFKTAgyJJQMqDLSlkD24HSut5l6O6pmQ0tpxBwpC0lKgfaDUgeHV7WsfZbeiRt2q7Jv6G9PCOq0hfnQQZq+05ez9LHL348O+shQtCTdf2rRD279ojTta2u33e53KHcW3zPmWpstCL2zMcpfed7RbhSkkKLack8ooCHISSCQCQO\/2Uqd1z2+0Loiz7q2rSu0sO5SLvt7YdQNWmQiWHY7zlxaQ+Gm+1LzaQB2hSVFSe4nlyKs688P2iLdsNqWbctJx2L\/YdK2\/Uce8wUTS269Icjnsi+652Dv3N8hSG2wUKSfSODkCIVKkRtBoGzTNjZevmNljuDfWdVt2rsTIkhDMVcfmJLbC0qUeboFdwJ656Vcur9sNjtE+71pNibkql60hWCPOkXBxQskd+E27IB5FAOrYcWtAKsjKCTmgIpV2sQ5clt52PGddRHR2jykIKg2nIHMojuGSBk+sVL6RtptLa594c17sz9idj07f4tmt89U6UTeo0hxbCnCVrKXFtoKZIW1hPoYIIOKo152l0ftvp\/VG2011SNTWvTDc+\/z2ZawhK5N4ioYYKUq5VpRFKHCCD6Tx8UjAEW48KZKafeixHnW4qO1fUhBUGkZA5lEdwyQMnxIrpqa1w0Rp7TGmd6NMWzaJWmrNarNDgw9TGXIcNyjquMX7qsuKLbhWn7oC0AAOndTWmw+wMK8wNFvWuXaIIv8Aa7dE1GzDmoRLjvOpS6t6S8sxlBbZKkqbCQk48M0BC9uFMeivTmory48dSUvOpQShsqzyhR7hnBxnvwa+uW+ezDZuL0J9EWSpaGX1NkNuKTjmCVdxIyM47sipVbgWKPZtgtz2mtlHNAJi6ls0BlRlSFia02uTgkPqVzLHQlaMJPMOndVQ0NYUXnhg2sQnZNe4pf1ZfYTrKZT7fmjbhidQGFJKFK64cXlA5T0oCH1KlhrjZXZywWnUm5emTHuWndGe6mmpcRUpSi\/dw5ywXiQclK23uf0ehMVzwNRh01Att21HarXebmm22+ZOYjy5qk8wjMrcCVukeISklWPZQFNpUrOL3ht4b9mNV2G0bV8QUW9RbhbPOpYcSZymnObCTzxklICh1CT1GPbWBPsS0J\/7VoH9FTP2dAcbg2gbUWZwITzm+TwVY6kBmP0zVpNdmXUB0kI5hzY9WetZD1fbLNbNrLA1ZtSM3htd7uBW41GdZCD2MfphxIJ+asdUBuT1TA4g7NpPQ0fgK0Rthd9uFadirEiQ1BcluSykdoXu2UCVnx8ck561gXYvb687w8Su8UfjN0BabNe4GgnpDwctCEtW4tltCJbLTeUqIQSQpBOaxfoPaDhTiafs06T5QOVp+U9Gjyplti2K4jzV9SEqcaCkJ5SUqJTzDocZrOL\/ABv8PeqeJ2+s3HU1yhaIuO2zmgG9WSYTjjrz+Unzp1tI7QpOFdcZz4AGgI9aJ4MNuNy9W6qvGjd+IytpdEW1mdfNYTbY4wUOrz\/k7bCsKUvp\/WO8kCqZu3wg6MgbPPb9cPG7iNxNJ2ue3br2hyAuHMtzjhCULW2rqUFRSM\/6Q7+uMp7Q6s4XNDaZ3Q4R79vom46N3BiQ5tv1vHtUhpmJcGyFdk60pPPygpT6WMd\/d31ULJq3hU2I4U949kdMb8Max1XqdMF9qSxbZDUOUpEhtXZMEoOShKFKUpRAOQBmgMd7ncG202w1hsje4W\/DLm4dygQLvH0qzZ3VNPIfcSA2X\/gjpz9TjPLWUOLrY\/hw254jdJPaA1VCtWpV3nTaHdDxLQpuO0w4UFcjtschKuhKf9KsQcem9G2+6W+ujNZ7c6kbv1rs+mbRElPMsut8shhSi43hxKSSMjrjHXvq7OM7cDYDcPXFn4pdq96mrnqdC7KFaQdtMhp+P5ugc61PKSGzgtpyAT8LpmgMe+URhxIPHHuFDhRWY7Dc62BLTSAhCc2+KTgDoOpNSa4oOFxfEbxV6M0LZbrA0xbbftXAvV1nCLzdmw2p3mUlpGCtZJAq090Y3BBxWbhxuI+\/cRatAzbk1De1TpqbbHnZRfYbQ2RHUlJSeZLaQCOb19O6rev3FRYN3OMlO4+k96pGzWmtO2BFisl8kW9yYt+MwMBt5hCVcwdKlnCgQABnrQGE+IPZTYjbHT8KbtnvZctX3WRL7F6FK07It4bZ5TlwLdACuoAwPXVkztnJ0fVFiskZ+TIh3SPBekTUsHkjGQopAPh4dM99TJ4t+JTanV3DVP25uW99q3j1tcL1Gl2y5wdLG1e5EZvHaBSi2jmKuo6Z+FWBY26egEKjFWo2gG49iQr7k50LDqy6Pg\/egj5fDNTmTYXB4rbWKko2ta7t0trfxskavyjx2YYHycsDByupJpK\/GKT0T3XbXTbUsjdqwMab240rZ21JdVDuNzjqe5AlTgQ6QCaxBWWt5NZaZ1Lp60w7HdUSno90uT7qEoWnlbcdKkK9IDvFYlq1njpPGWotOKjBKzutIpF\/kvGusuTxKam5VG7qz1nJ7u0uzdpCGtzdTttoShCbo+AlIwAOc1adZZ3S0xop\/cbUb0ncyFGeXcXlLZVbJai2oqOUkpRg49Y6Va\/2JaE\/9q0D+ipn7Oog2Es6lSn4j+HLh52v2A2+3G203ua1TqjUfZ+6VtS82oJCmuZa0tpAW0ELwghfU5rCOyWgoW4+5dm01ebi3brN2pl3ea4SERYDI7R9w4BPRCVYwCckdKAsl1l5ghLzS2ypIUApJGQe49fCuFTx1bonQPEFqfS2uo+otG6hYtt0f05dbdYDIYbjQnkOqtAPbNMqPKUKYKhnqlvJyrrjPb3h7scXR2kZ25WipUa93K931pq3THlxHbn5rCacjRCCQUBbxUMjBVnAPdQEWqVMVex+kbzadJSLrs63pTUOo7fqk+4zUx9RdlRY6FRAhtxxS0K5iSEE5UfWCBVI0JshpOw2fQsrcTay8TLnd7Td5MmOI0l7snUSkNxnpUdlaXuyCSoEIwfSScEd4EUcHGcHHrrvZgTpDLkmPCfdaa\/dHENlSUfKR0FSn3V0fD0XsrqrSUba2wTJtk1vKakXC3PzJAtjC4iFtrCysEJHVIDw6HII5hVP4d2t0tPaBc3Hk\/ZDO0dbVS4Vq07bYa3UXuc62oLDyUJILDfMCta89wSnqegEaGYE6Qw5JYhPuMtfujiGyUo+UjoK+IgzXIy5rcN9Uds4W6GyUJPtV3Cpi6OTrtj3iY22cKSjSUmKr7LGozZ80VM8\/fE5M8Y5fRj9mMOdAjlxXk02ncPSWitTa1RDv950XcGrxYdHabhwluQ5bLinEGa+lKeXsmuYqStWVqcSkA4SSAIimDNEUTjDf82J5Q92Z5M+rm7q6alRDZ3h0pw+XK562t9\/vMfWNh9zrDZBCWuHbrehaSbk6lKeRpWG1Bs9FklSycYKor0ApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUB77Tf77YVuOWO8zret0BLioshbRWB3A8pGa+Jvt7TcvdlN4mifnPnQkL7bP8Ar5z\/AF14aUBUE6iv6ZSpqb5PEhTZZU6JK+ctnvSVZzg5PT218VqG\/Lgpta73PVDSgoEcyFlsJJBI5c4xkA49leClAXPb9yNW2nR40RarkqFAFyN0546lNv8AbFrsyOdJHo8vhVurmS3W1MuSnVtrc7VSVLJBX+ER6\/bXVSgPbMvd5uLDEa4XaZJZijlYbefUtLQ9SQTgfNXW9c7lIcfefuElxySkIeUt1RLqRjAUSeoGB3+oV5qUBUX9R6hkwk26Tfbg7EQjs0sLkrU2EZB5QknGMgdPZXXJvd5mQ2LfLu0x+LG\/cWXH1Kbb\/wBVJOB81eKlAVCdqK\/3RkR7le58toBKQh+StacJ+CME+GTikLUV\/trHm1uvk+KzhQ7NmStCcK+EMA464GfXiqfSgLzvm6+pL5oG2bbeZ2i32W3P+duJgQksuzpASUpdkuDq6pKSQM9Bk9MkmrMpSgFKUoC8bh\/BLZf5dn\/4MarOr3u3uc9Y4+nlqR5nFkuy2xy+l2jiUJVk+rCE9K8FAXRH3H1JGYbjNN2nkaQEJ5rTGUcAYGSUZJ9prn75up\/4qz\/0PF\/Z1alKy1jsUtFUl7WYDyvAt3dGPuouv3zdT\/xVn\/oeL+zp75up\/wCKs\/8AQ8X9nVqUp8fxXWS9rPP4Vgepj7qLr983U\/8AFWf+h4v7Oqro\/U1z1jrfTOn7ym3oiSr1CQ4WLbGaUAXUg9Q31GCehBB8Qax\/X1txxpaXWlqQtBCkqScEEdxBqmWNxE4uMqjafayuGW4OlJThSimuKSJV6r2Q2aM0aehxtRJv8nTTmqHZ6Z7BYK0zltqjoYDaQOZtPQ84wojpiq1f+G7bW2vPsWN26We0XNLNvdeujoMhpYukNpa1IfjtqbIbeJKmypBIwFkBQqIKrlcVq51z5KldmWsl1RPJnPL392fCvUNSX8ymJjl5mPOxijsi88pwJCVBSRhRIIBAOO7pWMZpMbS2yG1emdNal1rqDazVtoahQ9SWxUK8T2lqmNR7epxD7ClMJ7NfNjC8KA705rHr+kdn7ToPVC7bpS5vm\/2WxXS2Lk3JtT1tVJfU2pvPZAOYWgnPo5SQDjvrFGvt8df7jQIlqvkyFFhRFuPeb22GiKh11xIStxwIA5lFIA69AOgAqxVTJam+yVKeKOVKOUrOOUHIGPUD3CgM6cTGzGjdtIFjvOh4V3jQp8qXBdTdX1+cFxkNnq0tlsp6L6qQXGz4K6GsDV6Zt0udy7MXG4ypXYp5G+3eUvkT6hk9BXmoC7t3f4UNUfypI\/vmrRr3X29TtR3mbfrkpBlT3lPvFCeVJWo5OB4V4aAV2MSpMUrMaQ40XEFtfIop5knvScd4PqrrpQHfGuE+ElaIc19hLpSVhtwpCik5TnHfg9R6qrdq19qW236HqCVMF3ehOl5DN2HnbCyRynmQ4SDkdPX0GCMVbtKAvnX+8er9wplsfmIt9nj2VKxboVmj+asRlLPMtacEqK1EAlSlE9AM4AFW0NVanExNxGorn50jmKX\/ADtztBzfCwrOevjVLpQHsF5vCWpTCbrLDc480pAfVyvnOcrGfS6+uvXbtYastEQQLVqe6w4ySSGY8xxtAJ7\/AEUkDrVIpQHvj6hv0SNIhRb3PZjyyS+03IWlDpPeVAHCvnr1RNZ6wgQkW2Fqq7x4jaShLDU1xLaUnvASDgDqao1KArX2bay8y9zvssvHmnZ9l2HnzvZ8mMcvLzYxjpiqLSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClT095Xav4k239Gfrp7yu1fxJtv6M\/XW+83+N62Pf4HKOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP1095Xav4k239Gfrpzf43rY9\/gOdvLOoqfd8SBdKnp7yu1fxJtv6M\/XT3ldq\/iTbf0Z+unN\/jetj3+A528s6ip93xIF0qenvK7V\/Em2\/oz9dPeV2r+JNt\/Rn66c3+N62Pf4DnbyzqKn3fEgXSp6e8rtX8Sbb+jP10pzf43rY9\/gOdvLOoqfd8T\/9k=\" width=\"404px\" alt=\"NLP tasks\"\/><\/p>\n<p>This means, the computer learns rules for different words that have been tagged and can replicate that. Each of those steps adds one other layer of contextual understanding of words. Let&#8217;s take a extra in-depth take a glance at a number of the methods used in NLP in practice. In quick, Natural Language Processing or NLP is a department of AI that aims to offer machines with the power to read, understand and infer human language. These inflected forms are created by including prefixes or suffixes to the foundation type.<\/p>\n<p>Granite is IBM&#8217;s flagship sequence of LLM foundation models based mostly on decoder-only transformer architecture. Granite language fashions are educated on trusted enterprise information spanning web, academic, code, authorized and finance. When individuals converse, their verbal delivery and even body language can give an entirely different meaning than the words alone. Exaggeration for impact, stressing words for importance or sarcasm may be confused by NLP, making the semantic evaluation more difficult and fewer dependable.<\/p>\n<p>It helps the computer understand how words type meaningful relationships with one another. Natural language processing (NLP) strategies, or NLP duties, break down human text or speech into smaller components that pc applications can simply understand. Businesses use pure language processing (NLP) software and instruments to simplify, automate, and streamline operations effectively and precisely.<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width=\"402px\" alt=\"NLP tasks\"\/><\/p>\n<p>Lemmatization and stemming do the same task of grouping inflected types, however they are completely different. Lemmatization considers the word and its context in the sentence while stemming solely considers the single word. For example, in Sentence tokenization paragraph separates into sentences, and word tokenization splits the words of a sentence.<\/p>\n<p>They are only in a position to provide solutions in response to specific prompts, corresponding to the unique model of Moviefone, which had rudimentary natural language generation (NLG) capabilities. Because there is not any machine learning or AI functionality in rules-based NLP, this perform is very restricted and never scalable. Natural language processing (NLP) is a extremely fascinating matter, however it might be fairly complicated at times. Natural language processing is the ability to grasp human language as computers do. In easier terms, NLP is when you&#8217;ll find a way to train computers to understand human language, particularly human speech.<\/p>\n<p>The program first processes massive volumes of recognized data and learns tips on how to produce the proper output from any unknown enter. For instance, companies train NLP tools to categorize documents based on specific labels. Sentiment evaluation is an artificial intelligence-based strategy to deciphering the emotion conveyed by textual information. NLP software program analyzes the textual content for words or phrases that present dissatisfaction, happiness, doubt, remorse, and other hidden feelings.<\/p>\n<div style='text-align:center'><iframe width='562' height='311' src='https:\/\/www.youtube.com\/embed\/Nh3hLLsQEz8' frameborder='0' alt='NLP tasks' allowfullscreen><\/iframe><\/div>\n<p>Some are centered directly on the models and their outputs, others on second-order considerations, corresponding to who has access to those techniques, and the way training them impacts the natural world. In NLP, such statistical methods may be applied to resolve problems such as spam detection or finding bugs in software program code. New medical insights and breakthroughs can arrive quicker than many healthcare professionals can sustain. This allows businesses to better understand customer preferences, market circumstances and public opinion.<\/p>\n<p>This course of consists of duties such as part-of-speech (POS) tagging, which identifies grammatical roles of words and named entity recognition (NER), which detects particular entities like names, locations and dates. Topic modeling identifies underlying themes or matters within a textual content or across a corpus of paperwork. Natural language understanding (NLU) is a subset of NLP that focuses on analyzing the meaning behind sentences.<\/p>\n<p>If you need to skip building your individual NLP fashions, there are a lot of no-code instruments in this space, corresponding to Levity. With these type of tools, you only must upload your data, give the machine some labels &amp; parameters to be taught from &#8211; and the platform will do the remainder. Another method used by trendy tagging programs is to use self-learning Machine Learning algorithms. This involves the computer deriving rules from a text corpus and utilizing it to understand the morphology of other words. Anyone who has ever tried to be taught a language is conscious of how tough this is. However, they are not notably helpful for text evaluation and NLP duties.<\/p>\n<p>For instance, once we learn the sentence \u201cI am hungry,\u201d we are able to easily understand its which means. Similarly, given two sentences such as \u201cI am hungry\u201d and \u201cI am sad,\u201d we\u2019re in a place to simply determine how related they are. The textual content must be processed in a way that enables the mannequin to learn from it.<\/p>\n<p>\/<\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>Natural language processing (NLP) is a subfield of computer science and particularly synthetic intelligence. Typically information is collected in text corpora, utilizing either rule-based, statistical <a class=\"mh-excerpt-more\" href=\"http:\/\/lamnghiepyenson.com.vn\/index.php\/2023\/12\/01\/25-nlp-duties-at-a-look-undoubtedly-pure-language\/\" title=\"25 Nlp Duties At A Look  Undoubtedly Pure Language Processing By Mirantha Jayathilaka, Phd\">[&#8230;]<\/a><\/p>\n<\/div>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[127],"tags":[],"class_list":["post-9112","post","type-post","status-publish","format-standard","hentry","category-software-development-8"],"_links":{"self":[{"href":"http:\/\/lamnghiepyenson.com.vn\/index.php\/wp-json\/wp\/v2\/posts\/9112","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/lamnghiepyenson.com.vn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/lamnghiepyenson.com.vn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/lamnghiepyenson.com.vn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/lamnghiepyenson.com.vn\/index.php\/wp-json\/wp\/v2\/comments?post=9112"}],"version-history":[{"count":1,"href":"http:\/\/lamnghiepyenson.com.vn\/index.php\/wp-json\/wp\/v2\/posts\/9112\/revisions"}],"predecessor-version":[{"id":9113,"href":"http:\/\/lamnghiepyenson.com.vn\/index.php\/wp-json\/wp\/v2\/posts\/9112\/revisions\/9113"}],"wp:attachment":[{"href":"http:\/\/lamnghiepyenson.com.vn\/index.php\/wp-json\/wp\/v2\/media?parent=9112"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/lamnghiepyenson.com.vn\/index.php\/wp-json\/wp\/v2\/categories?post=9112"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/lamnghiepyenson.com.vn\/index.php\/wp-json\/wp\/v2\/tags?post=9112"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}