{"id":92730,"date":"2026-04-24T12:39:56","date_gmt":"2026-04-24T12:39:56","guid":{"rendered":"https:\/\/fx-trader-taku.xyz\/?p=92730"},"modified":"2026-09-01T13:38:19","modified_gmt":"2026-09-01T13:38:19","slug":"donnemartin-system-design-primer-learn-how-to","status":"publish","type":"post","link":"https:\/\/fx-trader-taku.xyz\/?p=92730","title":{"rendered":"donnemartin system-design-primer: Learn how to design large-scale systems  Prep for the system design interview.  Includes Anki flashcards."},"content":{"rendered":"<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"253px\" alt=\"system design\"\/><\/p>\n<p><p>A great System Designer understands how data behaves, how queries perform, and how to structure information so it remains accurate, fast, and easy to retrieve. Once you understand these components, you can assemble scalable architectures confidently instead of <a href=\"https:\/\/www.mlb4s.com\/category\/mobile-application-development\/page\/25\">https:\/\/www.mlb4s.com\/category\/mobile-application-development\/page\/25<\/a> guessing. They reduce operational overhead, but introduce cold-start delays and limited execution time. But once you understand what each component does and why it\u2019s used, you no longer have to memorize. Once you understand how they work, individually and together, you\u2019ll be able to assemble architectures with far more confidence. Before you can design anything meaningful, you need a System Design primer to know the building blocks that modern systems rely on.<\/p>\n<\/p>\n<p><div style='text-align:center'><iframe width='560' height='312' src='https:\/\/www.youtube.com\/embed\/F8X9_Dp3ZUk' frameborder='0' alt='system design' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><p>You\u2019ll learn how to design systems from first principles, when to apply common patterns, how to think about trade-offs, and how to communicate your reasoning like a senior engineer. Designing an ML system involves balancing trade-offs between accuracy, latency, cost, and maintainability, while ensuring system scalability and reliability. A good design usually starts simple and adds complexity only when the requirements justify it. System design is less about listing these components and more about explaining how requests and data flow through them.<\/p>\n<\/p>\n<ul>\n<li>Detailed design of system components, focusing on implementation-level structure and code organization<\/li>\n<li>A skilled system designer can navigate those trade-offs thoughtfully, especially in System Design interviews.<\/li>\n<li>This is essential for modern search, recommendation, and AI assistant systems.<\/li>\n<li>Once you spread your system across multiple machines, coordination becomes harder.<\/li>\n<li>In System Design Life Cycle, without the designing phase, one cannot jump to the implementation or the testing part.<\/li>\n<li>It helps to know a little about various key system design topics.<\/li>\n<\/ul>\n<p><p>In-memory caches such as Memcached and Redis are key-value stores between your application and your data storage. Tweaking these settings for specific usage patterns can further boost performance. Your database usually includes some level of caching in a default  configuration, optimized for a generic use case. Reverse proxies and caches such as Varnish can serve static and dynamic content directly. They are relatively new and are not yet  widely-used; it might be more difficult to find development tools and resources.<\/p>\n<\/p>\n<p><h2>Step 3: Start With a Simple Architecture<\/h2>\n<\/p>\n<p><p>Use the step-by-step approach from Section 3 until it becomes second nature.The more automatic your structure, the clearer and more confident your answers will be. Below are extended breakdowns of the most common System Design scenarios. You don\u2019t need to be an expert, but you must understand the intuition. This section breaks down the concepts <a href=\"https:\/\/clomidxx.com\/redgate-brings-together-major-industry-speakers-for-sql-in-the-city-summits-in-three-continents\/\">https:\/\/clomidxx.com\/redgate-brings-together-major-industry-speakers-for-sql-in-the-city-summits-in-three-continents\/<\/a> that interviewers love because they reveal whether you understand why systems behave the way they do. To design scalable architectures, you must understand the underlying theory, not just the components. When messages repeatedly fail, you route them to a dead-letter queue for later inspection rather than losing them.<\/p>\n<\/p>\n<ul>\n<li>When you demonstrate strong reliability thinking, you show interviewers you understand how real distributed systems behave.<\/li>\n<li>Address bottlenecks using principles of scalable system design.<\/li>\n<li>They reduce operational overhead, but introduce cold-start delays and limited execution time.<\/li>\n<li>When a user requests content, they are routed to the nearest CDN node, which greatly reduces latency.<\/li>\n<li>Here you outline how requests move through the system.<\/li>\n<\/ul>\n<p><h2>Index of system design topics<\/h2>\n<\/p>\n<p><div style='text-align:center'><iframe width='568' height='317' src='https:\/\/www.youtube.com\/embed\/P2xAMQPMvrE' frameborder='0' alt='system design' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><p>Messaging systems are middleware platforms that enable applications and services to communicate by exchanging messages rather than interacting directly with one another. The guide is structured from first principles, making it suitable even if you\u2019re new to system design. Below are some of the most trusted and comprehensive System Design resources. One of the benefits of learning System Design today is the wealth of high-quality resources available online. The best engineers understand trade-offs and communicate decisions clearly.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"258px\" alt=\"system design\"\/><\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"255px\" alt=\"system design\"\/><\/p>\n<p><p>The messaging-layer approach in chat applications demonstrates how asynchronous processing enables  scale. A messaging layer (e.g., Kafka or a dedicated message queue) decouples the sender from the receiver, ensuring messages are not lost if the receiver is offline. Use sharding to distribute storage across database nodes. This visual representation shows how each phase builds upon the previous one, creating a systematic approach to complex problems. The diagram below illustrates this iterative approach as it typically unfolds in an interview setting. Here is a framework engineers use to approach complex design challenges methodically.<\/p>\n<\/p>\n<ul>\n<li>The basic study of system design is the understanding of component parts and their subsequent interaction with one another.<\/li>\n<li>When faced with an open-ended System Design question, a structured approach is critical.<\/li>\n<li>A CDN is a network of geographically distributed servers that cache static content like images, videos, and scripts closer to users.<\/li>\n<li>Do not hesitate to adjust your approach mid-discussion.<\/li>\n<li>Before creating a Low-Level Design, developers should have a strong understanding of core programming and software design concepts.<\/li>\n<\/ul>\n<p><h2>Importance of System Design<\/h2>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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XMI9fZ3ZvK7PKa9eJXB9w\/XLvuHaVj\/AArLZE8Q0GMHlFrR3PVQX32JbL717bItzj1nb19bMPnyYAricr\/aXrNrubITX9VETfP0\/wAdHep+tLWK9qbOsHKf4lFP1sB++kAqUBAlcfX2svhD0QFradvv5esGbmzI7reqHsndZ0NXlSB97et28cvRF29QsHNK4tqKUl2+QS\/cOXgIPigc+4\/Jta\/qaoXrxReVNQrRtGKUBJj8w\/JnUNnWWfr3LKzhLbUW5lzVlAdPLLhNLci1g6prxIEto9sG9AohgLFY1i78MxSrWP8AEC16kLs3sNxkNR3YIkfn1FtEmj1ki85r5\/gDB+7drGMMkpP9WypecQuo2qTVVISI4u1uzI+avqa7wuzcKx+nM7MpE5YjM7NrPh1cJjaq6iPIRj7ul9u6Q0iu36FQpVSVi6HU7sPR\/hUT\/RrtBbagCA+bUWUoZYdR3bXu6\/qlSQV0pbjCT90t3\/8AcA3oo9ZVbSDZcVjRnh2S\/BLW1t6CRPDVqLAIJOGJzOzWUxEQo56mCk7nHq7MLIQiMMRmdmmUsMtR3awJieY1NO17bWd2CSRCUMOpW7BKYExGeos4\/vZdZ3YWRA3t9ZYpkiMYjE5nZlEWhMYjUdmSiIm9mdZ2ZRvC\/mOYdmpRhQgIEYDUrdnEQjEYbndoScDanBPMO\/k1RlG1l1ndgZhEzGeZZxFozGJzOzSTje31lkpQBN7fWdmgZKYHDLMsyROMNWZaVKECbWx8Z7dmFK8V7q1lqLuxyxOZ2ZQG4+ksgq8b2Z1nZnEDVkNZ2aBFUAqKoSOvuyK5mKoTVzPwYUTeirI8zuwVGJiqE1cwbMDtDrz6+zAWCBBUYw1sAk6s+vsySrAW9uZ2YEF3fHkOZ38mLcvFkeZ38maVGyL8ZDmDdlaMDfyPMG7UWVRBvdWti1PxZ9fZkSYG9ha1hnGcLWfWNmgQVIXunWwFRSDbyHM7swcL22sMomyL+Q1jdqEV43urmd2Hz525Qp49epQhMSVKeAASbUcTV+7qd26cunaqXWFKUpFGoqHgClnNRJ8KRmTg2toVSUmmPE0vimk\/pGlBZUmjIUBRXJhIBB8RHUqPzNmcohJmIbIcRuaQ+9zVNFpNYqBAU8dkJcp81qgD\/diyeva7fEe8pNGoLqAiHPxq5nqUAB\/KW9qkqJSBJN3Aj7GxF0t3ZOMk4kHNuc5yxOUvA9q+i0pKk0xdNpqYGIfUklJ\/uiCfpDe1yaNQ3Zc0Sioo7tMbrsBIw7BuOrbiysKr9qNU8OUpy5\/Rla0V4XL0CC0v0kmEYwIIhLu3YvLVtYJEiYTGwbMzLLMKVEiKleIDHszdv0vHYvqwGK8Jt829tVc1pVlE4fc1TTHlGpFMrujulWFzW7hFQPbBs3sYrusq5otfO64fl8+oFbPaMhQCRBAIKRLabQfQ1Pkul2FLM4zt92ZfpEYGIgcFevwaHbkKRiqWGAzalOUhJClqELW33+s2BrfCJIJxle7NApOE1xlq7eTUUoBgFmA8tm4g8UVgj2wDhEh18AVVYpTsgALtxIM4whAYMHaikps2rSiCBq7+TJ5SIRmYXs+\/ryaQ+VZ8UdpjdvHXNNeUOqKbS3QCnjijvXiEnMpEQGD3e\/OIUYRMIHtFkmkqMPEYkDHt688m5z2a8RveKeCaur1+7S6fUlKi8QnwhQikw7SLdGl4ZG2CJfUwNL+HiUrBJ8TQt8oxsrUMdfdml5dkoQgJyyZBcjeMpZbsD96uKjFcgZWobeu2bZQtRWIKkTCau3r62xrfWEKWt6EgJUSSRADefrdqd0kPEIeO3qVu1GKVJIIIhkc2DIFEERMRLVH19rMvBuYS192xh8opF+Ilm0qWuRt5fawUsphJRkCZLAz9eTR70pUUkqVAq19mFLXAkk5\/WztlQNpUjHMFgYfArHiAiBNXbyZfCkISDFZiE4q7+TWH0YRlBQzGzREEJJUIwTswWKWlQIgcMbXfyaCtSIqdklIJlaZQECLQw7bs3hUkmyepgEU0FYSpCxOBie3k2UKdLgSucEy956\/FuT464ro\/DrqjOxRV02sqc+9xQqI6ItPVwxJySIxJybzu6Px0KKilLrKq10qKFKoaKMUuiIzSF2iYw1EQjkwdip47AjFWevv5M\/hCYkRMJwvfh+TYhaCQFKIVAyiN2u3C1eGrEMFF\/CMCcYCfZoFKJxjlq\/Bkt4qMLQmfsaC8VFIJGTA\/hbxNkxWcM+7V8MtCEViRxVDPybFaUSAIAwTGXf15NIJIMwDBWXdpY9SqQIGCiYR1w9fYzS\/IVImFoZ9m4r2tV\/WHD3BVJplUC1Wr54KPQkBAUVPVqAEBnKLHsl4rVxfwq6ptJT7qsXKi5pzkiFl4kQMtji1HZ+\/eFQETlqZLevCIxXgc4tx7riinO\/az\/ZN46c\/A1VYmlu1gX7YWQYnMN2AeSHhJ8vNgTkqtWiVxlGeMmyBRkoKMwIgqj6+1hL03QCMvtZoeKNk2zGAjMTYJUTC0DH+969SaFPFBJIUYwOB9fg2YvDM2iDDcbtzFQcYUetONK84b+DPXT6qkoJeKWmDy2IyGUGDfF6pLxRKziR\/Rs3vFqPikTDxdmta4xETidQ2bluJ+M3dVcTVfw1QaC8p9cU12XyHIepdoQ7AMVKUQYCIO5kwb8PHkQSpWCdXcsg8UT+sMfPvBtXQKfxIKW4RT6nopcPbIW8o1MBLrGZCkiI8j5Bt4IpEIkDzTjH1+bBidPlBUSqMlZ7evmb0e8grxS\/ibGpRHhIEj9fr7WYekKMFEiJ+pgzBcSMTPq7MJMYRVtituf4S4toXEaqxTQg+Savpy6G9DwgRUmUR2LboUh4SLwyzDVWZS7IiFEyyWN2xrpBSCYKhBR8Yy9fNm0F+9hJUpTlKbP3xsmatWY+71my0s1Um8YBWJhe7eTSKQokTMyJExyaw9nCZmYQhs1hcSJEzEZjZgw++J1ExAPiawvCZ\/m7twHC3GnEXEtPrhxQqhoVHTVlM+CK9\/S1RWpJxuoMG27vjP4DXVEqXiGgvasf0u7RX4eh44fKj4QuAsq7KA7MHU25YESOoDP15MyU4HCc7Xr8GlT5RQYE4HPu0LfLioEmF7ZoMgeAKxz6xsy9+AB4p2dYOPr7mwha1mNowKvsYSpcE2iQIJzHr1JgymkgSNrDrG7L4WASL2rV+H5MrxTMqwGob+vzZlKCCTHVt69TYF8MMTMwj1dvJl8NUVAAqx6o5eXrya1ukEm8rE7bNPuEpBIUqAhGY2nmwCaWpUoqlZxUPu\/PJvFTKNQKYiFMq5zSJcxCFHHuPQ7tzlSceVfXFHpFJqmr64pjijPy4evEUcSWkwIAjHbANvOHeIql4gdvRV1MDx84uvnKkhDx0Y4KQqY+eTO4TmrqtcWhRXNLoYvyo9JUhMuwMPKTegO6UkkUauKcggwAe+7eDCWIB\/q3uW6iVEAxv9OZ9eebeD9I0FddrqUUpH6QQ5+EFyQLXu\/Da8oy\/BrtJa3FLr90YL\/R1NEQAQVOFYf3g2U11THUDSqjpgTKK6OtD0fQCFf0bFQqbQ6VSqVQ3FKdrpFEUhNIdpULTolMQFbSb2weREDDw9O7ajOVtDjiCp30EmnJcLOikAulY7KAbYpUHiLTt5bSYwKVCDeB4St0XbxJeAiECEkY7NrRU9XO3pfUVw9oT02jGivPdAzzAkfnDXddnRKjOZxOrs0xNoC1OI19m0av07RXoVQqa5pzoRi5pgCVnyWjD50lrTxI7cPEu63oNIq4nB6YPXJ\/vpjD+8A24yiWoyhuUnCKshrYKpeLLr7sqM\/cUpyHtFpCH7swgp2sKB+cNRtQxOHUN2qkpUje31slKE72Z19mpUZwVvrZEmd7fWNmKlSrpv5DmMicTbOrmNRJgTa21hgxgbx1awwOIteLM6+zBWI+IYDUziYwtZnX2aVKn4shrYBRN6JGCtY38mRJio2s1axt5NSjAKio4HUN2RJiq9mdYagtbKEz1jZkkzAJGnWNvJnHG9n1DZkFTTE7axs0CSbovZDWN\/Jnauk2hgdY38mEkwEzgnWN2cSUzUcDrG7UMmIMFDVrH3MyZmYxOobMjmArq1BmSbUI5nUNmgQV3GnWGVq4JjAaxv5MwTETOWobMomAvHAaxuwcXUUKV7QeKaRSClVJoocUdxaWLjkuyow2iqMfJulUj4wkBJMY5beTafiSqabR63RxNUafe0526LmlUYvQkUpyDGAOAWnST5FvVVFb0Kt6P8KoLwxSoh46WLLx0qE0qSZpPYtyzju55R3er4Ut2oJ90kzE5bNkQovHYXZSJCRUN2aKSkEBSLUIYeTMvUmBSiHh75thl8t\/0gnS6DU1S8V0dA9\/UdZIfqKSIl2VWVD6bLavjji3ieuuJA94EpCH1EqSjCl052mYpSlgH3IIEzYnD7Q303jKpKLxLwxTqkpK1O3VLcqQVpTEoMYg4ZGDeD2f8ACFV8GcPiqKuDxcLS3r9fjergLx2wkMmo+eV1X1B434s9n3wF4goNKeUx+6KwVuVO0CKVbEEETby+zinVxQ\/aDxrUdS1dR3z1dZmkKf0h9YcuQTCcBFRJIgBBvpVXcCcO1bxw+4soVGeOqe+BQpIV8WCoXlBMJEw+tr4W4Uc1LxJX1du6QXi64fOnpdwh7uymBEc4mJy2YOQpntLptBqLiQ06rqKiuageO0PXSFxdPULeABaTjCBw3bofaBx3R+FapqisDRUUp3WVNdUaAewLtLwElWE4AYSbHXHs\/oFa8QV3WdJpCxR64q5NDpLgCBtJWCHgPaAlBuE9tPB9NoHs2TSqVXz6sBUz10aIgoQ7CQFJTFUPEqBAizsPuSxeMFIMzgrs3yviSzRf9Izhh8C7SKTVT10SVAAwtkRLfTqA\/D+r6PSLUfeO0r8QzTFuV4k4UfVrx\/w3xM5pbt2iqQ8S8dK8SwtJAhDv+DQaXhb2iUniGuK2qaruH3hplXUp46Wp5SQ7dBAXBJKoExJBugFtjV\/ET\/iiq66quiuqPV9c0BbyjUuj0lZeJSCPECIWgRgW9fBfCLvh3iHiOt00sPDXNKQ\/DsAD3czERziSf6NNWcLPqB7SK14ndUhPwasKIl08c4KtpOOEIQDOw4f2F1w9qT2Vv6xrasKK7qqrn9IQp2HRDwEGPitTiTIWc4Nsz7T6Umi0KskVVQ6RRKY\/du3dGcU9Lym2VCSy7SCB5RiG9tW+zZx\/YyveFazpS1UOsaxe0p0pwYKdglKk4jEECTe\/hypeMamoTir00ioKU7chKHdKU5Wh7ZCYC0kSJh3EWvaRgo3HtKpXGtYcI0GoXr2l0RDt4Hrx+l07U7UAbRkSJqAAAMWuncc0ypuLatqPiCqXVEo9ZpKaNTnVJLx0HwVD3aopTDJs9X8J05x7S0cWrprlaX1WCi0tATZK1hQgoCYAgIfM21454bofFfDVJqelWkBaSpy9Ei6eA3VYZFoPBWHFjv8At0OFaPRHdLdpoD2l059buukyCU7RVt3bWUT2kVFRvZ3V3EpoiaM7pjwuKNQHSk2isEpsjAASxwAb3ezfg17wzVNMVWlPNY1vTypVMpeNuEkpEdh9ZbmaD7Kn7vhKrqsXWjt3WFVVg+pVBfBHvHcFG0ErQfFGAiMmdhuKPx\/S\/wC1NXVBSaroTxdYOyt0ug08UgOSkYPYJFmO4l5t7OD\/AGh1TW\/CFNrqsiiq11atTqsHS1FXuVJV\/WOWcYhvVVVE4mcIdOlUSoKOYpDx+5tm0OyLIgT\/ABNxFYeyim0v2gVjSVU9KOFq0eO6XTKIlV58+QTdMpJjE\/PBnYfQeIuL6sq\/gWlcV0RbisKI5o5fOw6eyezAAjlMz2bR0f2j0Kn0lzV9WOKM9pyqImlUpNIpiXTqipWAQlSiCSrsB3k2g4p9kjx9RX9W8MV48qup6csKptXvBbdgBYJLvNBkJN6qL7N3vD3EtLrnho1dSXNMSBSKFWLsqsqSIBSHgBKfKDXsLpntfq+hcOUuuaXVNKUih1mmgv8A4OsPERIPxiFwAUmXbFuie8U02h8OveIaxqZ5Rqtc0dL9ZFICn9mER8WAYEylak3g4o4ZrfifhCs6hpzurKE5pLsBwijFarDwQUlRJAlEYAZt1NV0SlUHhmjVe8U5pNJcUR27UVxsPFBIBjIyJ7NOw1HB\/ElP4jq2jVqirHFHoFKd23ZNOtvQkmRUgIgPK1JuoVGZJGoN8t4p4TrmnUVwOHKioXD1ZB6hbyn0amhKUgG9dQkFUcIEN9NcB6hw7Q+eB48SmCl2YWjCZhlFg+Xh4ql\/6S63FYWbFFqi1QkqIABURaKY5zV9DfU3aQITAknU3NcY8Juq8p1CreiUtdXVzQFH4NTHaYyIvIWk+JJ2jm10dHGanSHD1\/UaFAJCqQhDxROMwiQ\/qyxn4j4moNVUyi1Yh28p1aUy18Hobgi2QDNSiZJQMyW1SuNnlF4yonC9aUSjuKZTaM+pLtLmkF7YCdKrombKsNm81L4RrVzxs54soFauX1NFBVRHyKW6IQQVGCk2cCNv6tr+IfZ3TaZxLVfFlGrNTyvqHS\/ePXj266W5wU6CR4RAnfExYNnwPx5SuMKEql1Rw88Qhy+Lp6aXS0u0haRgmAJVlkGz1txw4dcQrqGr3dHpVYuHSHlJt0tLpw4iBdKzG0rsB9DZeAuF3nDFIrx2HztVDptYLpVFdoE3QUIkGPeDaR9wRT6r4upte1CmrKa6rJ4l5SqFWLsmCxG8h4ASmMTKDOw6D2fcVJ4sq+k0kUJVFe0SkmjPAXltC1JV4kLlaHeDdIBJRMAbKtXdtRUgrt2sJp7irKLRQEhDmilS1AxxtFKQBjKDbR8p6HC\/dAFdhVkKMATGU8mg+e8QvqZXvtWo1GoVDTTqBw85U9fj3yUp+EPBdxkSlIJ7RbSu1U3gn2xuqdSKGig1FxOQ4ep96lSXdLAiFRGEftLdz7OOH6bUVT0g1st09rSn0l7SqYt2bSbajJIPYQDZvaTws74v4RpdTl4ly\/WQ8oz0j9W9SIpV9MvIxbQ4njGl0irP9ILh1\/RaJ8MeUmqXjoO0vUojeUqMTKUG7VzxlVzmsXtX1wh9VFLdUc0n3dJUmC3SQbSkKBKVQ2E+zc1TOEeJ6RX\/AAjxKt5QX9ZVRRS5pjtT0pS+UpMIpUEnzwzb08RcBU7jWt6NTOKH7ij0Wi0d45cUehrUpZLwFJUpZSMMgAwevhfjetOJKB+l6r4VfGqiqDp89pqHb18BEFSXZylKJGDXVPtJqKsq3qOrqEl49VWxeoSpUElwt1MpWDgcvzaeH6o4pqDhaj8NUFVXPBR3fuqNTlLUmCYmBU7szUI4WpnZtUn2ZJq2hVE\/qWnA1tVNKVS\/fP5opK3n6wKhGzHKEYM7Dq+IeKqLUvEtS1E9cqW+rdTxLp4lQsoKADA+eDfPKlVXVD\/0gq7CasoqHlOqtDxTtVMspCUlKbQUETMQZQ+dtvxZwrxXX\/FXD1fl7Vzg1RSkLFFQsqtIKr6isgThgIfPFt3WNRVgv2tVfxNR0oFDRVj6jUlURaiVgpgMTj80GDsUpJMVWIxMoxhL1s3Mcd8EuOIKdQq7q+mmq6+oIhRqY7KVQBEbK06kmf0lumDwhZBjiqYHZtdTadXbis7LmqXdMoZCYLd0lKXoVCBiFAAjYgzaQOP\/ALaVvwiui0fjyr6MmjPlpdIrSgKi4BJlbRij6m6qoOKKorqmVlRKC+Sp5Vz1Lp\/BMokWgQcxA47xbmfaRVXEXGtQK4dcUB1V9GpKnRpFJpT9CilKVRuoQTEkgTJDeDh3gjiDhKtazVw8\/oj6i1hRnKLVJfEKcvHYs2yADbBGUpyajcPvabw8OHX1eA0g0dFNeUEICL6nwVAACMIHGJboaFT6wfulPX1UKo4KCpKV0l2ok2ZJMDIlvl3sVq5dHqri\/hun0FxW66FW6w8dPShKXkQL16IBlH523tLqbin+0dUK4YolKqOgOqRarFNIpaFuVuoCKUuwtU5GYAxZI1PsgpFZ0XjPjShLq506Qa0RSHlqlJBdBYUZQF6W0G6hftAq34PTqZQaDWNZUCrwfhNNo6EhymybwBUoW4fuxaaJwtWCOO+Kab7wuaurehuXSVoULZeBBSTuIf1i3NcCcCUjh2gmqq04UodcJQ8Pu6W6paYPUlUb7tZABylFnYdZWPtH4Vqx5VqadTFOv0nQ1UqiH3Sle8SCmCABO0YyEGyULj7hp\/8ACnT2kvKHS6OFW6FSnK3VIVa8Nl2RaVHKyD8zaTiTg2ncQ8acJV+9olHoTmpXjwrch8FGzKxABIGIwb08QcFv6f7V6l4vdPHKXFBcvHb9KlwWTOyQIYXscoM7DpOHuJqqrusKTVzlTxzTaNN9RaU7U6epSQIKsqxB3EsG37oRIBLuZGChs3z2veG63V7aKk4pq4JNBRQ31FpyveAESiiIOMyPob6A5VeESMR88vXm0HzX2P3OLuPaKSEqTW4XjkoR+5th7d6PRnvstrh4992l5R3aXzlcQChaViBHeMvnbxcM0Wtqi9o3F1MXUlPf0Ssnzh7RnjqxYVBEFTJEJxb3V7UNdcaPHNDrp2irKgdLS8e0RL4Le0shUQFlMkpGwJjBr8wqh4ycOeHKjo9MTSKdXNLq9D5VGorsvXsCBFagIBIMcVENlX7SeFHdU0ysaZTlUP4JSVUV84eu1e9S+6LAjaMsoju3NUrgas6u9oVbV86oL6tqurJCQlFGrE0Z7RwmAswtJSpMsIyk2+\/s\/VD6oqVV77gh66oill+pBeOlPVvIi\/EKKrQGdoH6WnYdJUNdIrSxCraxoaHibaF0lzYlZznEGecGKtrOp01Amnu62cv6C5NlVKfPgYWVEGKjCYIg3FJe8UniCq6Jw0K4VQg8\/wBoGtEEO0u4DwqeC2VY4E5NoqDwJxSnhBxVb107eu6FxCqmGiqfpApVHiCIHCZiYFg+iOOMajerQEPX\/uFqS7RSTRXqXBUVQA94QEzMITbOOK+HFUqmUM1xQhSKG9U5fuS8g8SuAMLOJ+aObfN\/b++4hpPBCaaihCraDQaQ6fvEvKQhTx4QuCQEoiAATjH5m3Hs74WpNG9pnEfFlIoqUUSsqM6XRXqlJJUVJBeQGUwPpajv6prWra4dLfVdTXFKdoWpC7C4lKgMCMQexbYOxOJsz3V2b53VtU1rVXtzrGm0dw8FT1rVwW8eJHxYfoITPZUPrb6IlUxHGUc4yaD4z7Fq8odWr4sqxTmk0ikuq\/flDqj0db0qBVuEwGGZDbzhjh6nJ9oda8eVu7cVW4e0VLh1RC\/TbspI+MekXQbuGW7X7JqorKqOKON10qivaPR6XWyX1HWrwvUqtGKd8Rg3q9rVX13WDuok0GjPqbVjqnoeVnRnCk23jsGKYAwiIxiPJr8x0I4pqVdKc0V3S0KVSHinTldhXu3iyI2UrhZJIBkDk3zasa7S5\/0iKPSkUKsVu3lVvKMQKI8ipSSSSAReEhMSa\/anU\/GdcUqqa\/qyhLcUWoqUl+6oJWFP3xti0qyIgQAAAjGZkMG6LiehVi99p\/CtbuKM8NHS5pLt+oCTqKARa2YNDwXXjlz7ZuLrNBrBTqmijLdkUR5dISUlShZikROJEG+gVlxdw5Vj146plZ0ZCnQT72wFLDoR1lIIR\/eg3NVjVtap9r1KpNDSp27plRF2KQfAh6lUE5eRg3J8F8OUurOF6Xw5xZRuJE\/CHizSVUNIfOaWFr8QUhJVMSIJiwfWV8Q1E7shdbVWhS3Xv0BVISLbsqksTmknPdpRxLUT577h3W1XF+ULUl2X4BUBAkwOImIt81rHhix7SeCK0q6oqW6q6jOXlDKHyAfdISFFCiJ2ReMzOI3bae1nhJ7XvHPBtLRQ1P6I4pTxNKmClKPEArtdOPkwdzQK7qesXz11Qq0oD986iVodUlKiBDEgfW2GhcV1DSaT8Go9bUakPAoJPulW0BWECoCA+n6G5T2ncPvl1\/wzWlAojxaUU00Olh2YRcPUQIMME4\/S2ufUih8EcLUlzwjWb1CnKi8cVbSqPbUt4Z2Amyl4Ynud2g+iLqKhKf8AwyhvX1W01QTF7RnwTbnipMLKvnBZCvqyqNKU8Sunb6ilVkVjRBdSIwBeImUdyIjyauEqfT6y4aoFY1pRFUOlv3CFvaOTNCjiJ+ssW2xWlSCgkqQQQQSIGfr6m1GUwsS9rp86fuEv3D5D10sFSVoWClQ3BYKoRvDPUNm4ijrTwlxbQqE4eKRU1dPHjt24JFmjUkAqFjZKgDLAEN3Cjje31DZusTbpE2kqum8MtY+5mTI3hq1D7mRJsm9tqDESAb3VqDVVRnAqGJ1DZkT+8MOofczje8WfUNmVo9WQ1BgFHGZwOY3ZLJiqJI8WpOzMzj4s8huwYmMQrOEg1EgmcScepOzCTNMzlqTs1TzCsdk7MATBgcsg0Eg4XjgnUndi0YeLI6k7tQwmFYDJO7BBhgrA5J3YEo4z6tQao3sc9xswc5KzyDPVgrHYbMEgmUzlmGQJsiZjAak7tYjscsg0zgJKwGSd2IUTOZ1ag2rraoaHTqUKY7U9odPREJpNHWlK4QwVKCh2UC22IMCYKzyDOdoyOOw2YOZdPa\/q14RWdDRWVHTAppFDIS8hDU6Of8JMdg3sq+sqsrFMaFS3a1iFp0pYS8SY4KSZj6G3QjHBWWQbxVhVVXVgn\/XKE7emAgsoAUmeShMfMWxOEfJnVgsP0BVkCYVivGYbJbe2iQ6AE4i2CDJvGqpqwozspqyuKQgAGy7paU0hHlEkL\/xNjd0jiKjrKadVDmlJB\/WUJ8mcuhcIfzFszhMJrLZpvqErJiJWxs2MJMBEqhARvd\/X2NrRXNXIegUwUqrlxEDSnFhMYHVCz\/VtlQ6Q5fO0rcvnb4FINpCkEY9mzTLy1i6pxoTz4Ap2mkAH3fvlGxGOcJw+pvn3tEoHF\/FXDSuHE1K7oqqa+SKRSPhaFOnbtKgokYKOAgLIb6gtDyzJKsTKCd2xkKEbqpx29eptBjodBFGoTijuyqy5QHYiRgEwDNNHWLMSZWY3xsY+vobLbeJMgYROQ2bEHz0ECBIuxME7T9fQwSXSwAIqMhqG7NbtUFEWtWY9fdmyS8eQ8K8Okb+vzaw9WIghU44JHr1NgxlKkqMjCJnHCTMRBBNo4YKjl6+xsweJmLKoT0jb1+TILd4wVDyDBhS8iQLKtMZjfy9ZM1mKCBERBnaG\/rybMlbuzguMtKcvX3MitISRZXgdKd\/X5sHnWFi1iRBU7Q+j187CUmMyrxbxy9fk3o94myRZVCByT83r6WIoiIJVMjSNvX5MHmhAJIBPhOLMINgCJBlA2u\/r82y3TIpVAARiAPXqDCpJgUqh83r1uwYSkiMVKBgYQV39faxYgCSTCefb19rZSAY3VYGEhv6+1hQEDAKhOQA27+t5MEBBtyj4hn29fk0hCrMZ+FOrH1+TZ0AREQ8hEbbevskwEmAJCsBkN+3rZgxF3IkqjjKI3YeIKZArPiESrt6+1spIiQpK84SHr1u1RSVGSvoHzY+t2DzQeWhEmaurt6\/Jk6KFAA2gYJxWN4N7YoATEZjIQbGtKDCKFyhpTv6+xgx+6MJKJkdX73ryZKQoWhFQN4zV69YtktZALzhIevW7BWCZpMfIevU2CC6WczjuNmj3RtAxnKVrs2VSwDEJVj69fY2MrioQQuEsvXrCTBiNqIiCDBOruzJldKhJUrXf15NZvJJ92YyxAyJ9fUzQiOggzwCd\/X5tAhGYiqdrVhL19rZAklYMTG0JE9vX5M7OMEKzhBI29fawYAxgRPOHr1s1AhJITM6YiPr8WmCiQJwhha79vWTKZUFAKjKMR39fYymkxvBQEYFPdglCFXDEwNnNm7BgkxVMDV39fUwm0SmyFWrsYpG39PUGyIcLUASgxAGQEJ+vsYIAgiUYw6oZ+vzYMSSQDCCpE4z9fa2f3JAvJUfo39fmzKAnFKs9vXqbB51iKzNUInV2ancngAUowI1Cci2UpEVQCjMkyHr1szQlFvwqxGQ9etmDClNqHjkE6xv6+xtHTOIX1WUt47rOp6wS5j8U\/oyfhCFi1smaThIjtFujFlIF1UgMk7+vsbCu94UKPmBKfr82D5z7JKtrVzXPFfENY0J9QUVzTS9ozl6mDwO0xAKhlGOfzt9EtAk+KEcj+76\/JkUEgmyvPIevU2aHc\/Coz27evyYJE4RKiIpwVGEvX2NKRCE1YJhf9bN6kOgTEDzw29fYzTR0WQSlWWSY+vQYPGBgZiAne\/e9eTUpMlERwVOI9ept7Hbh2EySr6E7+vzavdpTEBKtWCU+vU2UU8dlQVO1C0dQlL1+TSSoWbxxTqjl\/X7W96kpAN1VknYbevybEQ7KQChUIjSNmDzIUbAiTAgZ+bXCQMFQ7Hv6\/NkQlKoJC8BpHr6PmbK7lIpX9A9et2DEsKAMSrAztQz9eWbMxAVG1ElWBh69Fsq1wQYgiRyDYzFWCVQnOA9epsEgLKhC1CI1dm81YPaRQ6IH6aJSaXJNpLhQKwJzAz+aZyb1zBiArHYbevyZh68SkQSqMBiB69SYPmHtZpv9puCKTw7UtFplLrCnqdu0ulOFo91BYJUu0kWQIY92+g1HQH1BqOhUJ6pRXR6Ml0TETKUgfZ8ze5b1cJpMYYwEcfX5tSXq4kWVQgYXR69TYMZdrSozXCcJ4S9fWyiq2BFUZQnjJsrx\/CRSr+X16xk2IkKIKkmMcobMGR27WpCSSR4YzE\/X5NQcKCYlRw6xuw6URDxnDIevUmyPHhCYQWTDYb+vzYJW7XBUVGN7MevubGtCoGJgYnMbM\/fLIMErjPIevU2kPVqVNKpHYbevyYEhJlaKiYp75MB2uCSCuME592tCzaEUK\/lHr1KTWpTzEJVGAyHr1Jgj3S+og2eobsi7eQNlSsFZjfv63ZLU9Mwlcuw39fm0B4\/JkleBwA9epsHo92qCgScSMRs2L3akrBBnEQiobNSV0hRMELJiYGyNvX5M1RRBVJWHSQREqsgYMEBCigQWRJMrQ39fYyUghBgonGF4b+vzbyPeIKnQ9Dmj0h5Tn8vi6G698QY5lIIT85DQo8R1m8sOKOip6IRN89CHlIVPSkXU+ZJ8m1GMytNFxS7VXXGHD9TUV4FKoFLNZUtQIIdoSkhIOxUTIbAt3qpRmc9Q2bwVDU1DqajLc0VDxS3iit6+ekKePVHUpRmS2xUDE455DZuuMVDpEUgKMxE5ahszKjOZz1BmQZ+L6E7MEGcAqM8k7NVEb2Oe42aSodWQ1Ja5xwP0DZiH8X0BiMakyVBGR0Ddgpxuxx0BhSYWhZEwdB3YKRFV0Z8ssU7E5oGPQNmEpwubaAyswxAx6DswAJCA08s7NQrN0XMhyxv5sWZeDI8sb+bASLPhAkOWd2YQLPhGB5Z3aKZTjd6tAZ2Zm7n0dmCBAiG+gsEXoQz6DsxCCcLvToZWDAXchyxuzSkSujLQWVkWRIYDlndgCmRuZK5bUUmJu59HZkUgg3Rq5ZZ2REyGJ0HZgQSbQu7aBszgbPhyGjuwEiIkMtB2ZWQRgMBoO7AKSYGCd+WPvZlMzcz6OzJSQQRAZ6CzsCJkMToOzAlICgAp2FCUi7Gza+k1DU9JT8dVVGKiBeS4CVCe4mG2MBESGI0HZgJBAujLQd2DTO+H0UYK+A1hWNHjG6XnvU47PLUPmYfVdXiAo0etKKszk\/oAMY90qH1NuYXcB\/Id2ZAnIZ6C0qEqHPFfFDp7B9VFWUt3a8bl+UKwxsqTD+rUilUgQ9\/w5TnahZiUIdKEtoL+jZt+QLUYDHpOzKExIZaC00hNYaAVjQnIg+q6snOGNXvCMf3QR6izeV5w6hcH1PcuFG1J87LvH+ID8W3oSJSGA0Hdmt2hQNpCSJ4oi00g1hqEVjUVIUfdVrQVqnJL9JOHm3pcu6Iuz7t85IJHhIOXm3ofUOiPY26K4WJ+JzHJsBqaqSoE1XQiY4\/Bxt5M0hNVCiu8EKRCWkff+TBoQIhBJkdA38\/naBUtU5VdRQTDBzBpVUVUqNo0J2DukKH1FpoasqqEIm6k+Llgx\/r+bMUMWsBC10dvNvKvh6qzEh09T\/C\/ej6lM01BQEmKV05JnhTH\/wDnZ0zVnTQiIAQGGCMP6\/kwuhE4AYCNwb+frFsP6DcA3adWafKlvftLSalVEFNcVqmMJe+J+sM6aavQaGLMCgEQI8A38\/zZGhmJFmIno7ef5tgNT0k+Gva0T86T9aWpNV00GIr+sfnduz\/yM6Zqy\/A1BQIA8QPgG3n6wafgayACABBMvdiU\/PL+jcnxbWFfVRxlwtVdHr2kKota0l86pFujuioWXZULN3cN1aqDWYwryk540Z3\/AJWaGp\/A1TuygdHfz+f+rUqiriZRmdP45\/1bGKFWqVmNePFDY0RH2Br+CVplXB+eiJZoaqFHVHwDEaBt6+pmlwoph7tIknljf15Nh+C11H\/jLs+dC\/8A2aTRa9yrmj\/PQP8A9maGrOaMoYOxgcXY39fW1GjqnF2g44uwcvXm3n+C14B\/xeinHGgH\/OwaLXsD\/tWhE96Ar\/O00k1Zi5ekGLtOPyY29fV3bGHL4wIdJEIaPX4NjTRq\/GNaUA\/9wV\/6jAo9f5VhV2X7Ev8Azs0k1ZE0Z4B+rGAhBHr8O7BcvMPdJMjP3Q39fW0e4r+H+\/Vaf+5L\/wA7IuK+gY0urCZ\/sa\/87NJNWcujZV8WCZ4u45f1+1oLlaplA8UoO+3r6u7YC44jn\/rVUmZ\/ZHnz62A54kB\/3mqMf+ivNv4maSayypcvApPxQkBgiHr7O7UlC4JtORGHR3\/p9ndsPueJcqTVGUP9Vef5mQccSyjSaoyh\/qrz\/MzSU1Z0uQBH3cDAYIhh9X2MJdqSmKUESGjv68u7YPccRwh8JqiI\/wD8rzL+8wHHEY\/aKol\/\/lef5maSussy0viCAkZysDf19fZhLp6Um0mMQdEfX29mxhxxBD\/eaqSe1EeH\/mZij1+YxptWZ4UJf+dppJrLIXSwSSjGOj1+ODHuV2gUu8T0YS9eWDSaPXudNq4n\/wD4l\/52kUavMRTqu\/8AJL2\/ja6SayYo72VzJOiGfry7taaOsJ\/Vj\/w+\/r62hNHrv\/p9ABlhQV\/52Zo1dGEKxoQ\/7irf+NmkmssvuCFH4qRtRuevxalOFgySJmPgG3r6mwGi1z\/8Tonf\/UD\/AJ2a6LW5wrVwP+4n\/MzSTVXuH8iEwmNI29eTIUd+EiCRlpA9fZ3aFUOuYyrl0mG1BH+Zj4DXER\/twDCMKElmkmqvcvgYB0R\/cjn6+tmaO+ndBkrQDH+uf9ezYlVbWyiP9vPUiWFDd+eYZGq6zgR\/aGlTE4UV1\/kZpJqz+5fxPxYIj04yZpoi1ERdgTGkbevqbzGqaxz4jrDGMqO5GX8DWKopRhHiCtD5JdjL+BmhqzO6uAn4TAacJ+f5Nm+BJCZYw6e7eP8AQzwwtV1WqsI\/GWfqDH6EdytVlWqv+9PBn2LXRdXoVQlGPhIIIgUDdn8CJJiBCen8fzbyq4eoSoldIrJfnTn+\/wDG1jh+rACCikqx8VKfH\/mZ0zV6BQQFSsi90dvNp+BCUSkSToAw+eX2NjFR1XaP+rRj1LWfrLCajqmIJq+jnDF2T9bNDVRobspgVOwIdA38\/WLMuKOAbT10PFiB9\/5tIqSqcqsof\/gd2sVPVSYwq2hDH9nH3NdDV5nqqtQo2qfRUzzeJ28\/zbAqsuHnZBeVvV4hl79G3m20TVtXIN2gUROODgbeTZkUejpICXDpIjKDqGTOnBq0ZrvhtSRYrOirw\/Vgq+r+mzJNcVM8iHa370wh8XQXqs+yfRm2\/CECEEJGGCCxAASAw6DuzSDVpE02hrtWKBWK\/FM0B4Mf4gI992zJpKSSU1RTzPNwkRl3U21hjIZ6CwRjIYnSWukLrDU\/CqSTB3w7TDCELanSf+dsHv8AiNcPdcPVe6w\/XU2B+hKC2+CRHAYjSdmABKQjLQWawaw0KXHE70QWipaMD0unj4ifcpbJ+ja5UD72tnAxk6q5I\/8AuUW3IAhgMOg7sECBkIT0HdrrC1DTLqJb+Jpda1i9mSQiw6jL9wA\/1anPDNSO12lVa7fqj46SkvjhusltuQCDIZ6CygIgQGPyZ2a1EFQhw4dOXSXbpwh2kQgEugkD5g1hJgLuXR3YSlIhdGXLLASIC6MByzuxQUYmzvo7sKTjdnPQGZAMRARnoO7SoCJujPQWBlGN3fR2ZWJKuY\/uDZmQIGKRCeg7MoCct9B2Yqgm94c+gbNJQI\/q4yGgNQA6Rj0HZkUg6RgOWWqBQAjGGB33ZKhFWGrNTNZxiU4HmHdks+KJA8XMI9fYwBhOJGO6tmABFIJGXVsyChgSPF8r29fWzCrwmMuZ2aKQAAE04Dq3YkEkRGeat2SVRAIUnBPNO\/rzarUU4iM+ad2oaoTBIHizLOVsiIx77ME4iIje5nr8GMFT36+zRCHmNOZZSgJjAZq3aozECMuYWkGIE0xgOad2oCROYwVmrdqMInDE5nZpKpGBGCuYd\/Xk1EmJmMTzDswAxEIYjM7MJgQJjAZndhJmJjEazswDECChgNZ3aBKhZOGBzO7BhEzGJzOzMm6bwwPMO7Cs7yc+YWoE2YjCMRmdmBAgQIyzLMYiYx6zswkyExgNZaCTAJxH0ndglM5jPMszGGI\/8Q7sznMZ62AiI4jE5nZpEIiactRa5xM8zr7MCMp5jWxEApgJjAaju1RTAiIwOosCMBM4DX3bWfp6hKrCl0ByKU\/f0QhL9Lp2VWCoWhPDBkzQ2RAjiM9R2YlETH8x2bxGtcxV9YnydgfWWhVbPZWaorJX\/hj\/AJ2zvj7ltgkiUCMtRYFmyLwy1FtcKzpcARU1OyxeOh\/zNjVWlaYIqF+ZYqpTsfa06mPuW2pKYG8n+Y7siUzvDVqLaZdZV9oqJHcrp6RD6ElpNYcSEGzUlCBn4qyP2O2nW4\/cb2W4x3OzAhKYyzLaEU3isqlVFUAd6yef+iwKTxaf2GpEiX7c9P8A+JnWw9xvQUymMszuwCIYjDc7toBSOLzhRaiH\/e3x\/wDxsO3\/ABaozdVGBDKkvTn\/AAM63H7jnvafd434BeAiVbPUmZzcqb6ASIGJGBzLcVX9S8QV1WNT01+qqXbyqqX8KdWHrxQWSkpgYpwm25D7ikxtGqBjCCnn3NOvx+53bxRTaxTiczsyBErwxGo7Noi94sjjUsMrz37moPeJxi8qjH\/rGnmOL6lqW7ikARUMBqO7BKRmnA6ju2hD3ismPvamhAQ\/Wzave8V5GpyP4nv3M8xxfUVLekpnEjPUWCU7jE6js2gVSOLhEh3Uhxh8e9H\/ACtIpXGIjaolRHH9sej\/APGzzHH9RUuiFmImMRmdmQKYiacBqO7c8mm8YiFqq6kM8qxe\/wDotX6Q4sBvVLVhAh4azX9rlr1+P3RvlKTDxJwOo7sEicVJz1FtEisuJT4qioY8qzJ\/\/G2VNZV7zKiQMfDT0n60hr1uP3VuiUxN4YnUdmIpjiP5js2q\/SdZTjUdI\/u0l2ftbDQuJHb\/AIlTw\/SKBTKJTF0VVKR7xSFJUhKgkzSozioNrHPHL0lLboKTKYy1FgKEpjLUWqf7+WoMkxMI28tQbapJTDxJw6juxaT1J38RaoGXj\/mG7MR\/f+kbtBEgDeTnqLEUwN5OeotZjOas9QZGMDAqzwUGolRSY3k4nUdmAUxF5OWo7NV6JgF\/zBgAx1ZagwSCmV5OA1FlFMPEn+Y7taYmHiwGoMiFQkV5ahuwKKYeJP8AMd2CUwM055lqgqGo\/wB\/uygZ\/PrLAiRHFOeZZyyI+k7MKSTGBlPWdmIHI\/4zs0AIQExlmdmDZhiMO7MRgIH\/ABHZiEscuosEkJhGMvMsZ5Y7q2Z4Zy\/jLAxxH852ahCEpjLMs5QECIQGZ3Zgd9tRY2wwGs7tBJwMxgczuwTMzGeZZqjOYwOs7sHE4Z6ywIQCpkY7nZmISmMsyzwnEY9Z2YhCExlrLBMtxgMzuwRLEQnmd2f94YDWd2eA8Qz1HdgDDMjE5nZlK1iMdzs1KzmM9RZGRxGPWdmIkQlMZZli7CZEx1HdmMryctZZRkLwwHMO7FBhOYwOZYJE5jPNWzBjAxUM+Yd2FEziU58wtQwRaxGO52ZAiImIyzLUMcRj1nZkMReGXMLQKUMRgMzuyNkAzGBzVu1gYXhgNZ3aSDOe+s7tQjZnNOeZZxTahERjudmZjOBGessHx4jHrOzQSmEpjLNTCYQExgM1btSYwExlzGkZT25ndqoNmcxGBzO7CiCTMZ5lqVnDvzO7JQ8RjvzC0QpQMx9J2YlAzGeZ2ZmQMx\/4nZgmRmM+Z2YHImUMe+zIkRxGA6tmcZ4jHr7NP94YDmFgayRkc8AN2RBvQJ1QkPmZqgSZJhPI7sKwMUjPSWBX8owjjLZmkqiIhWWQZZmKU4nSdmaZERSMtJ2aqV+AkcBkN5s74EJ55DdgAQF1OA0ndjAeEYHQd2gZtTxzyHzMRJjExnsNmUZmIGeks43iIZ7HZiAEwA8sg0wUAMcBkN2oY+EZaSyGAuiMBpO7AjaKSIEGeQ3Zm1E44nLsyJxujA6TuzOchGeR2YpgqBmDiMuzCYyywxYTjgMsjsyGUtsixBEwOHotSiQDnju0xlkPp3ZrwOAxzLAwb2Qn32YSSQJjLdpiSo4YnUdmaSJYZaiwOJs4+osRMDhgfraYyGGA1HdgHEyzOJ3YKjjhnkyBmMMRl2YiImQzzLEYHLHc7MAg3RhgIybhOG31n2n8aUaUIUN7Cebsj7G7tJwhZ06i3zuqPivbVxSgkfG1bQ3oETkVhvN4z+TkuP6odsVHHz3aSpUYyh5nZvBxG9rFxUNPeVQ6Q9rBDhZoyFEwLyzdH0twPs6e1TX1Voo9b1rWCuIkiNMdUimPHL908nEJdggBIOEBCDfCjGZxnJ6IfTUqMYSyzLMqEImGHdsdHSHblDu3aspSApSySfPu1FQGaf5ju2LWiUolWUJ7s4kRwxOZbGp87TbvougxFsybhfYtXz+taip7un08Umk0esqS7BePYrsBUR8wi1jGZicvYd+FQnjPGJYtSy\/qwFAkEFMJamVsEjDLUd2loFGULsfn3ZEmRkJ92ZIskyh\/EWCokGMM9TRSHhEYRMMIsTzh9JbgOJq8riu+N08EcOUv4Amjuk0itaembx0g+F27jEWlRE4SDdJRKieUKnUOkUGs6UHTsFNJd0h+t8H4IkYqN1QMDEZREG3OFRFyW3qiITAz3aTIxlM99muJhGRx1FhRmRLEztHZs0jHkDERluzEYRikCAxB3ZkgQwjLUWhQMCRC1Aaju2fRVGBwE5wkWRP0zyLcPwTX9Ke+0TjKpKfSwtzRXzh7RErXCwlaIFKe0R\/Vu7JEdOJ1HZt5Ya9pLLAiMMdjsyEoSGW7ZEwMCCmMsy2B4+W7pLh2mjqeoeeN6FCDuAiIgznhJlIyJItAQEZZFmo5QEYbHdqiB05ZluH9sld0+oeFqHWdX0j3CnVZUf3sCYLdlRCknsZNccJymMY+ZM13dqSYEAJiY6SW5OkxT7bKmUYfGVJSk4YweOy3Wuylbq0kpMQSJluRrg+79sPCqyB8ZQaa7MzOTs\/Y3q8D25oY5P0u\/gdhlpaQIASGWmDVKOAy32ZCEpJy3b7ziWQuiMOnuwMMB\/L3ZiEBJOW7AyknLdoDLw\/4O7CsDdGelgQ2Th33ZLwMk57sBDE2U4nSwBMSGPSwc4BMZ7sZ4Jx77MAkSBgMtLBw8KctPdkCJSTluxIASTlvu1ChskD+73Zw2SnA6WIiGCc992ZInJOe7RQBLBOPSyGAkkTj4WqIjpx3OzIESknLM7MQkwgJDLS1DDAZaWQOEAnLdkk5yhLfdqBYUUkBI8J0nFqAhGIAnsdmlRE5JwVmWajOME47nZoKyHzZFlkJZDLuyScJJxGZ2YGAknLM7tQGJGH9DuwomJ+fdgmAlZ+k7sGE5CE8y0D8iMdmI4fNkWDjgMTvsyiIiSct2BRP1ZHdqEbM++RaQRIwSRAZndnHsMO+7Az82JgxO1MjHbsyJE5Jz3ZxgcE499mBTl82TOct4DT3aQcLoy3YBkAQmMBvuwNQMJDJWnuyUFRJEM9PZgkQPhwO+7CjjEJz3YqklUZ7jT2YTaiIjbSyjMyTj32YBgREJy3Yir31Zd2lQO2RyO7MEbDLI7tJMBCymM8juwOKjGUMWcwqPfbs0kzIspzyLON\/wjHY7MCSFQGOWlgBUACISGlmkiRsjLIsAyF0YbHdiiZBGc8mFEzEMY5M4jpGeR3YlOKRnkWqFBUDL\/CNmIGBy\/ujZiIJJsiMek7MoXTJOHSWgqJtYf0GzETmk\/QGDjgPoOzK0Nv8J2YE8UkhV4CR1HdkVC9MatZkwsmBNs4HWN2FHGCzq1higlMcRGJ1nZgQimYy1nZgmfjz6xswDEpv7axswAKbImME6juyBTDxDA6juzCro+MjJPMG7MG7G3kdY3agJTOY1aizJFomOfUdmCqRvQ8WsM43pqz6hs0CBEpjLUWkEECYwGs7tQVhf21BkDdBt5DWN2AJTAmI1ajuwtQFqYxOo7MlEz+MIkrWN2ZM1X8zrGzAJUNxGI1HZgKEUzGWos8\/GYRGobMgZJis5awwMFIHiy6zuwpSYKvdWtlGU1nDrG7BMjfhjrDAysWoBWZ19mLQiL+JGtiMDC2ceobMAmIvnLUGqJKhAX8hr7s4iHj3192IkgXzgNQ3YMYG+c9Q3aKu0BG9vraSsRhbz6+zMmZvHPUGU4+M49Q2YhJUCB8ZHw62+eu\/i\/bpWU5PagdGNrMPVBvoaYyvnTrDfPqxi69udHIWfj6gWDMaXw+9vP4uP4OS4\/qh1NYU2i1fRHlKpb73blEbapmyN4AYfVi3K8Xu+Cq9qo0qnVhV5eO02nNKc0pIfO1ASKFC9GOWezdmEY3zCcohsCaDQ0vvfJozhLwmNsISDhvCLfn8Z17vQ+KcB1lxnQOJalrXil7Tv0VSaG+owW8jFMF2naniYSJGBOLehFPp\/EnFPG9UUivKdU1CUKO\/oz1aigoQBZkDAhKpRwyb6rWFcUOr6aHNOW9orspSpL9afilGOFoSB84RjJuP4fopp\/tdrmvaGsKq4VY6oxfoIKXjwqiQDgYACPnBvR1bvKq7f8mrWKptSVLWNU1KuqKirMVo8+CqXQXgWsAwitaSCSnclRbQ1C6rHh6rvaAjh2rXZrKh1gr4JYdi0lC06RCcEzh2b7W7oFEcrL11RnLtZBvIQkHHdsiXDtC1rSEBazFZAAJlCbc+tXav\/WtW+RcO0GjU81HWTziei0Wm0Z4h9Si7fLNKpCimbt5bMh2s+TYeC6jrWv8AiLjZxT61rN25o9NWigQpTx2l0tcVW0gGZ8OMm+xhym2HgICoiYhHya0oCERjjA4ibPMT37Ew+QcK1bxFXXstp1Y13WdZKr12l\/8ABnhfqdKd+6iE2UiAMSkxJxi30P2d1s\/rzgeqK0pSyaQ\/owL02oXxJXlMNvVi7I5HMbtDp2l2iw7ASgFUEiAH0eu7Zz5dr7FPm9XOn3CPtdrys6ztCqq+dOlOabauOniBAu1nTGZBMsG7h5X1W2VIolOcUmkFMXbp09CyTCUbMYDuW2RSDJRCgSJGGEGh1RnbpEHYSgQHhCRH6GmWe1TMERT5DwMuhnh+m11xlTqQK+W\/el87fUpbt65ANxCEAiA2gJxDa2pP7c0ri\/hVzW9ZVnRnNPo79D9CXtlRdoKlpC5XVQKYnGDfbi4CiFKslQwUQIibV7lIUDdtTvQEZht+YnvNev8Aj+hrD51xA7rGqOOKNU1Gril0Sq68oL50FmkKWaI\/dpte8SVRhEZRybwmmUTgaoKPWFZJoVfWXiEKpbqklVKelSoWgFRj5BTfUzR0LfIePAhS0KikqCSUyhIt5U1RVyaQKR8BowfSPvfcu7UY4xhGPoNI5e0RMD5pV\/D9XOfa\/WLtzV7iju6dUqaQ4JQB7p4FQKhKSgYNfsWoVIpXCNNpfEL6n1jWNBpj+jFL+krNn3WCUpjD58W+oLorv4SKQAn3wQUBcExskxhHZsjpy7dBYdpQm2pSlQAESRMyazzzMV\/RIinyug8QPq54OpdavA+p\/EFK96ii1c7eH\/VVAlKBYjAQkoqV9zaqo+LOIXvD3AT6kUmk+\/TXCqurKLy8oi0gBY8pt9lDgBRUCE2iCYQm2JNCoyVfqXU1h4TZT4+rz7sjxER\/pWnzL2U0Suq5f8Tuq8rmtHlGodavaNRXQpJdhItEkxEFHEQiYDZtBxAmk197JuKXFeQpVZ8PU1bhzSXv6wu0rBBjmYEiLfdaPR0OlKLpLtFtVpZSkCJ3PdoeUGiPHL908o7laKQD75JSmDzK9vKU23HP+bavZmvlbxcHuaLR+GKB8EcuqO7eUdLywg2REpBOGbaXiiXtN4LfR10tBvRxcg\/Y3WJSlCAhEEpQCEhJAAGQbl+MbvGnBb2J\/wCIPkYiUXCvubfg8r54Z5P0u7iBOO2s7MgpMBeGWstRMjeP8w2aQZC+ctY2b77iApJAvDLWWApMrwy1ndhJkLxy1hgHw3zlrG7QAUmHiGHWd2SlJgb2+sswYjxkS6xuwowBv76wwJahO9gTzDsztCIFrPrOzJRxvnE6xszje8ZxwtjZiklQleGnmFptCAvjLmHdmCYgWzp1hgGQ+MOWsbtQWhA3xnzO7UpQib2+tlakb++sbs4xjfOesNAoiIvZ9fZi0JXttfZnGfiOPWNmQMk3zlrDAJUJXgcOYWVsQ8QhD5Q7s0nC+ctYZRl4zh1jdgSliYtgeLmH7mZWLULYxI\/WdmSlERvkeLWGZUSfEcesbNRSVgwFoZczswFCAvZDX3ZJOEFkzGoMJMh8YcBrG7QIqE72Xyh3Z2hE3hgeYWCf3zh1jdmTjfIkdYYAkRN7M6zsyChEC0MuYdmZN7xnE6xsySZj4w4jWNmCbQlfGCeYd2oLAHjGHWd2Scj704J1hna\/6zLrG7UBUJ3hq1lgqBPi1dZ2YJxvnVrDON7xnHqGzQIKErwy1llFMBeGA5h3agYHxnLWGm1IG2ctY3YEVDqTgeYd2alJiTaGrmFkTI3zgdY3ao43+rWGABEcRj1nZgESmNOsswb3iMI9Q2YSrC+dOsMEhSYCYwGs7sEiHiGB1ndnH984DWN2CYA38jrG7AiRE3hnrLEU2sRj1nZmSYm+RM6xsytXoWziNY2ahIUmV4aeYWYUmyJpwHMO7CDIC3GSeYGdqQv5CdsbtAEiBvDPWd2FFN6YxOs7ME4i2RjrG7BMzfzOsbMCSUx8ScRrOzFpNkm0nwjmFmDCF\/MaxswCCg\/GHwjmBqAqFozGJ1nZiIj4k\/zlqOJv76wwI9f+JohLiIwtGR6d2Sgq9AK1dLC4zu5HQN2Skm9czVoDAyDHVienZgRikXsR07Mimfh1dA2ZpBBTc20DZileEPEZJ6d2Das4KwOad2YBgCUZDQN2kpNkgoGegbtRU546ulqnaInj22aSkxIs9WgM4G34c+kbNAAGOeXS0iNkCCsB07tVkxF3bQGkAwAKMhyxu1AQox8Ub3Tu1EEqIvYnp2aSkwNzJXLG7MpMTdzOjs0FQVESUZjp2aUgkCIVl0sAGIu5jR2YSJJujAaGAgYasNk7s1BVkwCs8ksoADwf4O7CgSlQsDVy2BztGKVY7J2YSDIwViMktITFRuDE6OzNKYEXBloYAJNkSVgMk7syDDA59O7KEhBIjAaO7ChLwjA6O7A1DGSs9mIGIMDjsNmCMTZGehizPw59HZiARAF1WCcktwHFanNF9r3D9LfvUuHa6rpborWUpEbbsgRw3bvgmQgkaeWyW6Q8TBbpKhsXQObY5MN8Zx9y6a1NNoCzBFNoyscHiDH+rWXrgkQfuif4k7ebel5V1BXG3V9GVjjR0lvMvh6o1qiupKuUY50NG3k3gn8Nj5ZNxySLhgQpJw2ZO0AAQnICF3dgcOVBAD9BVcMP2NH3Mjw3UBEf0FV8ZfsqGx8Lj6l6ssthWyjjkGanZxsGM8g3lXwvw+QYVHQc\/wBmTu1DhqoEggVLQ8+QGvwz9x1Z9mcOlAghJxGQ2YDtcBdOAyDYv7N1CVD\/AGNQ8fkRs0q4X4fVC1UtCOGLkM+GR9R1Z9mculdJw2G7JSLOIAxlJsCeFuHUplUdAw\/6Ondq\/s1w8Jioqv8A\/Ko3afDI+o6sssEAxKhiNtmxF44Ey+dJMBiUj7W4n22VBVFC4GVS6DVdDor13TqMSt04Qk2S+QCIjKBbuhw7USZCpKvhH\/ojvbybXw3H6k6ssKn1Fsf7w4SmHWnfzZ\/C6ECY0ujzjzU\/e2YVDUwAH6IoEJfsrv7mSahqQS\/Q1XgGER8Fdfcz4bj9S9WWL4XQVQPwyjiMD+sR97I0ugpxplGhLF6j72zIqKp0gWaooScJCiut\/Jsv6GqoYVZQ8\/2d39zX4bh7p1JeP4dV4TD4fRZg81H3sKpVAV+2UbEw+MR97e01TVkYfo2iZ8h39zI1RVZiDVlDI2+Du\/uZ8Nw9zqS8opNCI\/3ujmYn7xG3m1pfUaI\/1l1CUrafvbIqo6nIgqqKARLGiu\/uaf7PVHP\/AGLV2f7I6+5nw3H6jqSaXjkwAeoywUn72YKCmAUDLEWd2x\/2cqKMP0JV2P8A0R3t5Mjw1UJkajq\/L9ld\/cz4dH1HUllsWsATjgA3K8eICOIeDVEGVcWYwGbl43RHhjh+H\/A6CJHCjoGbCOGKhd0tzSkVRRkvnCyt0sOkxQQJEfS2+HwMcWcZxKZZzlFNwcCIH+mzJJJh4sulmUnpwPSNmkJJM07aRs3vZCYykculgThJWXTuyCTK5Ay0hmlJiLm2kbsACYYKEv3d2FC6ZKz6d2YSYeHLpG7JaTAwTvpG7AjEEyVienZnmPFj+7syKTE3d9IZgG14M+kbMUhElMlZdLK9ASVl07s0pMrpHh0hlZNnw7aBu1BOBkrPp3aoTMlZ9LIgwMEZHSN2JzgjfSGgrMY\/02ZCJsyOXTswAenPpGzIAygmGGkbMQJwGOXSxAwwVh+7uwkGAu7aQysmwbpw6RuxSUJGR1dLOBBwOP7uzJaSQbpwVoDUEHpz6RswAyMDiOlgG6JKwHTuwEkAXNtIYCTAXchpG7AEGGBMv3d2FRnJWB6Wdkw8OXSN2Skkxu76AxDMY4KxPTs0jESViOnZqKTHw5nSNmQSZXdtA2YpC1ARtac07sThgrD93dlZUIGxKCdCd2dlVmFjLoG7UUuOVrPpYnawVj+7syIMDd6tAZhJtRs59I2aBCMRJWXSynASVgOndmEkERTtpDIJIAuZDQN2AmI+LA9O7MgxMlaulkpJMbmR0DdmoGd3G1oDUMRtYHEdOzKchBWnpZgEK8OY0jZkAYi506A0QCMMFRhundkYgGSsD07swmU0ZdA3aSFQIsxkdA382KpUSTJWeFnZicZWsR07MEG0bmZ0DZkQbfglEaBswCIykrBPSwIykrAdO7CAYJiicE6AwEmQsf4BuwMxMRBWBnd3ZqjMXsT07MiDO4c9A3YImbu+gbMBOI8WIzTsyTasnx+EZpZhJtC5mNA2ZJSbPg0jlhgoxJzz6dmIGOKsttmLJj4N9AZjE3f8A2YiVpTOSZg6Du0qCTakjVoLW8EYxORz7sKEImPVqLVUQAyR4ug9LNKUxBgiMtB2ao3jMY9fZiMxPMa+zQQkJgJJwToO7KygJhBOeg7tQMgI5J192eAja3192BEJsmSdWktV21gmMek7ME4z31sYrhHPq7MCSEyknLIsrKYDwYDI7tQkfFtrZAyF4HDmd2CVBMD4MFaTu1EJifBicjszKpERyVzO7MmBJtZnX2aoQCYjwYjI7MgE3fBlu1JMxeGI19mEkyntrYIITCFzDvuwoJgrwasy1xl4v8fdgnG\/1a2gkpQFaMTmdmEhMQYoxG7ON6AVn19mAcL22tipCU2RNEIDfdghJ6M992oGXi2192ZMvFvr7sCITE+Gcd2IJtDw499monER31sAzxz6uzEQAmCYWMt2YCYaMO+7UDIXttbEYDxZdfdgRCZ+DPIsQTEeH6Ds1E4z31ss\/Fn1dmAATLw5ZHZpgmErGAyO7WDhPbWyJljkNbBBSmfghPI7s1JTOSMDpLUTImO+vuwTPxb62oQSm1gnHpOzAAlJOWktUZ4gz6uzAhIx21NBEBHBOA0HdghM7qf5Du1y3\/x92ZhAzH83dg4X25IH\/szrJUhYeOViCDKD5DdqiypCTAGMeWdm+Z\/6QnEDurOFKZVVNcWaNWFGUHFJC4gP0qCvdkZRSIjyLdjwJWlJryoUVs+QEUekrKqImBB9yAAknuYFXkQxLb2yIiCRiOX2ZJSBC6MuW1iEj5bsgBD5huxbKyIeEYDl92CkGN0YHls4CHaGxYIE\/n3YJsiJinM8tnZEfCN\/1bOAj8+x2YAmJ7ZFgkpEPCMByu7EBA3Rq5bVAQ+bY7soD69JahgCPhGPR2aQlJIigYDl92qE8c9jsySJCe2ktArIhCynD5PuyUBO4NXLavu6TuyVCYnngksAQCoxSMfkzswEpiLokRyzszIETjjsdmQAlI5ZHZgVlIs3BlyyySBK6MuUd2oAWU5YaSySBdxyyLVQAIAWU4fJndhaUlJFlOfLJzYAkPIaTuwoSN7fI7tAilNpV1OKuWWIC14Bj8mdmZELU+rSWREVZ49J2YBCUxF1I8PLLTZBAFlOXKO7UMRiPDpLIiSZjToO7UBSmybicDyjuzUBE3Bq5Z2ZDwmeR0K3ZlItE\/xaSwASI+FOPyf7rASIiCUys8vszCQFY59J2YAEUz20nZoJQkACCBly4ZsiBZNwQh8md2pIFkfNpO7KyAkzlDpO7UBSCFXE4K5Z9fewUi1GwnH5M7MKSIGB6tKmZE8sek7MCSAIXBinllmhIsi6nAcs7swBKfTpIZJAgPIZHdgCkQMEpw+TO7CkpmbKdXLLMwgfLY7sEeKeR3aBEJibqfEeWdmSUgEXU4p5R2alCfiGJ32ZCVm9mOrZqICUyuJwTyTv68mYSmybqcDyjuzAEBeyT1btQhZxy3VuwIpE7qdXLPr72dkWsE4\/JnZmQIH+9uxCCvn77MEJSmIup08s7MJCSkXE4DlHdqhMTzG7AwE8h1bsEFKZ3E4K5R3ZlKYmKUnxco7evNmREGeR6t2CBaM+rqYKspteEYjlnZpSlIs3Ujw8stWrHPvswB4TE6d2ggJTAXU4DlndhSU2SLKMFcs7tQOEzgN92RMscjmd2oFJTO6nFXLOzKym2LqcRyzs1E4xjnmdmJWhM4jM7MEO0pgLqdPLLUEpAEk4dB3Zu4QE8k6ixGWOXUd2gSgJyTgrQd2FJEVGCcVaDszjMz31HdmqETPfUdmCAE2hJOI0HZlZSEEQT4RoO7ZAL2OfUdmUbhnkNZahFIiZJ1aCzsiJ8P8AIdmqUcd9RYGJn\/iOzQSoRtRScFaRuwQb10zjkGS0pIN3I8onNghN67mrlevxYGY9Jx2GzOEwbJyyDSQnpz+S7evqZJAuxTmOV2YKEki6rAZDdkIw8JOOQ3abIgLmSeT39eTOymybmR5PdqLUCY3VZ5BnC94TjsNmlQTA3QfFyvX4sQEfDn8n2aIoRkLKssg0wMALKsBkndhIErvTyvX4MiE2RdGA5J3YqlAwN06tIZmM5HHYbNCkiBijq5Xr8WCEzu5\/JdmCgFEi6rEZDZmkGAuqyyDSkJELu3K7MQTAXchyu7EVPpVgchuxMlUlZ5BoITA3Mjyu7C0oNqKerlevxaqsWgrBWOw2ZCMjZVlkGmCbXhz+S7evqYATdu4WeV6\/BoKvQElRlkN2cVQMlZ5Ddogmz4chyu7OCYG7vyu7BU5yVnkGYiNJx2GzQQkE3cSeX2YgIi7mOV2Yik2oCRyyDF6HhVhsN2gAQF3JPKO7UUpMbuR5Z3YLgZyVnkGcDHA\/QNm1fFVJfUHhqtKbRIJfuKI+euyXcQFBBI\/qG4Wpqzp9ZVNQaXSK3rBS6Q4dPFe7WHYipAJhZAzbly82PFH5nXi4c+aaxfTQDKSssgxOGCvoG7fMVuEvFhS6fWi5JkqmP4Ge1poXQaEpJJdLemB\/WKeLzliTFvP57D5Q9Mfh\/L86fT1qSmMVwxxs7tjeUqioiVUl2nHFaW+YKqeqolaqsoZN7xUYKzl6zbMir6sQYoqygJnlRE7eTZnx+Ps1H4dn7voqqzq1M1VhRUzzfI+9oNdVMAI1tQhhjSEfe3AIcUZKkhNEoyZpwo4H2flm2SCUu4JdO0mA5Xf19bTz\/wC1fhuX1O3VX9RJETXFA\/8AMo382k8R1CI\/7aoH\/mUfe3FRCAbITCB5Xdn79RCjLVy\/XrBp5\/8Aavw2fq\/w3HHdG4O4x4dfVJW9bUUuHigtK0UhFpCgZEfV85bbUOueGquoNHoVHrKhu3DhCXbpKXogEgQAbkF0hYWBanagIOz0+vza1Uh6l2m+RCzoPr7mef8A2nwyfqdZ\/arh3\/4q4y1Fn\/anh4D\/AIq4\/mP3NyPv31m69JBTK4d2FvnyogvFSKtPr1g08\/P0r8N\/c648U8PDCtaPAx1lmnifh5UxW1FHm8g3HKeKCo21eLpOzAeLTD4xWnQfX3M8\/Psvwz9ztBxLw\/AH9MUER3fgMDiTh8wArur\/APzSfvbivfPCBEqMjpJzanj1V5Nrq5ZOXrza+f8A2p8Mn6v8O2FfVIcK4oBl\/wBLT97ZEVxVKvDWdCInhSU\/e3CpISCTACObvt6+pqUHZF5DtYjAxd9vX1NfP\/tZn8Nn6v8ADvE1hQVeGm0U4YUgNkRSHKvC9dESwfRb5yXFDVALoVEWbsbVGT935NhNEq+wQuraCbpP+7JjI+TXz+Psnw3P3fT0qQrAg+S+7NQE5b62+JcZuaLV9Spp9EozujPaPTHCwty7sEAPkxBIygYN9sJiiM5g8uLerh5o5YuHk5uHLhy1kyBEyOPV2ZAAZbZnZkSCTI4\/JHZkAmEYHLlnZurkoCQu7ZtKE+E2dt2BZlKGHKOzAsiHzcosABIXRgNPdhSYgy3092UBKWQ5R3YVCyYgET5R3YprTGN3q0\/ixZvRsjHp7MKCZy6uWfX3sGFoSz+TOzAgjC6NOn8WiwYAFIlDT382qV26NPKPr7mQCCkXZS5J39fW1AHcoBAwOjv5tkUkkm7vp\/FpITA3RgeUd2agm0boje5Z29ebQOxOSTjt2aUoiRdwhp7ebMwteHP5M7MCzdujLlnb15MAlJAAs5DR382koMCLOR0d\/NmAmUAMuUd2lSUkG6MDyjuwC0RJuHVp\/FqsXvDn09vNpWExVFIMbXKJ9fa1CyVeERj8kdvX1NQ0pIhdGKdH4sBMhdhhp7+bJITEXRp5RHr7GEhMBAZDlHdgViRunDp7tRRC1dOekMiEwMUjA8o7syE3ruSuUfX3tAymZu5nSNmQSYi6ZEZDZiAKvCPFH9UdmSQmIu5p5RGXryahBEIXDp0jdmHcpoy6Rv5sAJ6Rgnknf15M4JgbowPKO7AygQNzq0hkUxV4M+nswQDGXVyj6+9gBNvwiMfkjs0Q0pswuZjS0hEhF3kNI382E2Y+EaeUfX3MQTZEEjAck7tVJTsQNw4K0jdmUQJux8WkMQSQbmSuUd2CExN3q5R29ebBQTe8OeNnt5sBJumz06fxYATHAYjl9mAE3bu3LLRCCZC7kNPdpUiRgjI6BuzATAQTkOUd2CE2DdGCuUd2qhSYxudWkMFEVRKDiD4RswoJgbuMeUTl682IJtC7mOUdmgEpwFhQ8OkMWLoAQcBpG7JATAQRknkn19zBCQnwjD5E7sFFON055DdhSTE3VTJnAbMiEzuxN7lE+vtZqCYm7meUdmBpE\/ARMZDZpIuEe7VhsGQCYghOYP6k7MoCybmn5HuwZAJm6cTOAYnHwn6AxIE3d+X2ZQETL\/6fZiBdmCoQwVGat2RCYqw1ZqZqJAUQoYHmd2FKICrwxVzPX4MUjCOnHdWzJIEU+HT1bNVog+IG98p2YCjaEFgzTzOzUSkJgPDCCc1bsEJhpwOat2YUQAbQwHN7s7Rh4hnzO7ASmDZ1ZlmYW9OO52YJM7w1cz1+DFq\/4hj8p2YiQEwGA8PUygmzC7gM1btQVgLY08z1+LK1AeMYDm92KDZvA2dWamcASfDjudmCoxVfGrm+vwZ2r0CsCfynZiEmzEeHFO+zIWYCNnAZq3agTEXhlzOzAJgLwwHM7sEmzZMYYHq3YWEm1NOKurZmpUjfGB5vdhRJtC0M+b2YAAWh4cR1bMIhBOGnqYCjEXhj8p2YSqQvjTzPX4sAQmyMP8W7BhA4aurdgm74gJfKd2alSN4auY0AQmJiBid9mSYXcMurZmSY+IYnmdmSVRheGKeb2YBNmAwwHVuzNmBwwO7IKiPEMBze7VGRvDPmd2o1\/FLsPeGq1dwBKqI+GJnF2W+W+z54l7wTUz20Co0R0DEnEIhD+mDfW6yT7yrqU7j4nS0+P91vi\/smfF7wBVYjNAW6It9K1DD5sG8Hjo\/JD3\/h0\/xJj7NzXtaOamqilVq\/SVu6M6DxSEEkqAnKJ+ttTROK3r+pXdbfoClmiPHIfAu3qVqsExjZBj9ES3r45dpe8F1y6UoRXQXkL9rSW5rgOl1vSfZ5VrmrqMHSjRAlL+k0gBAgSLQSmJPYGDeDGI1t9TPKd6+zuKorGr64qp3WdApKH1HepUpJClRxmCMjHFnXFPdVZV1Kpz5Klu6O7U8UlBJUqCYwHeHzNzHC6KHw5RFcO1WXtNpNHCntJX76ylK1mMScATsImDYaRxIviSoq7otW0V18IoxeUZ8F0g2DcM0mzFWcoDdmtz29EjPt39W5pXFVVULhB3xRSCsUJaHS4JipQCpYfO27QtDxwh4hQUlSQQYqwJk3xWkLremewRVHU6oS6Ilz4\/fq94kIWT4bMIy3wDdpVfFYqvhuqE1opw9pVNdOUUNzR3hKnkplRVAJyicG1lx1Hb3Yx5u\/f2iXavUhRN5JE8Fndgi6oRAN7UfXqTcWvjz3L+tKPSKtWp5QqIaTGj0n3qFCPhtAABX2N7qo4rfVxVyKzq6qKT8EeWlW379LtRSJEpEyYQ7Nznjydo5MZ7RLqAkW9oKgLx6fX5sAJKEAlOjBR9eptx3D\/HaK8qxdPqypqc9S6VB6lTxKYKhNIJN4\/Nm3RVBW9Eruq3FY0B4VuHoTIrmkgwII3jLuycZx9THOMvSXvTZCMUyHUer1+TcZVXHlGp\/HlYcMqdococFSaO\/KzB8pIvpjhEH6m3nGNbipuGKbT\/eweB0UuYLiS8JgmG84N87rfhyn0Hger10ehLFbVUr4X78PkmK4hT3uYx+pt8eMTHdz5Mson8vy7vriki2IKBvbnp9fmyECBAgi7go\/N6+luNecdu10fh9dWUX4Ya5KggGlWA6KUzCpHAx+hs1b8c0apXdJdVjQ6Q6pruimkOnPvQpL9KcQlQ\/rER82z08mupjXq6lQRCAWmBGNs9Xr8m1VQ15R60rau6uDsuXlWP8A3SitZ+MCkxtDbNtcji1VEqSj1zWtXvqPQnyEKLx1SA992FEEFUgcxGEW5ui1hV9E4k47pNLT7+hF04pC0JeTeJsRgC1xwu7TPkqYr\/3Z9QURhaEicVkZf0+xiyLXiz6j0+vzbm6fxXV9DRQHFFjSKTTnYe0d0KQlJsFMbSiZJE\/uaKm4yolJXWaKePgJqxSQ\/X78LdwKYgpWAI+WMWzpl601vjdW2PFlZGouGqZW6HApKqK7S893bIiB9wb0VdSnFOq+jUpyYIpDlLxItkQBgR9YbnuL6xplbcF1k7oVXPC5pFCUErfPwiKSgzgInCcDCLe72fvkPuCqke+8B\/1J0kH3kMAAfqazjEY2mOU718qeb2oQd8BVsoEWkOi8ECZWVpPll9zfZ6KpLyhulxBCnUY2jmA3xz2noLz2e18kEGFAfqHxkcBHD1Bvq\/DT8v8AhqrXxUDbobtUbf7gb6Pgf0y+X+I\/rj+jYEAE4Y7nZkLMdOIzVszUrG8MflOzAP74xHM7N7ngJJER4cs1bMJsxHh06lMJMxf25nZhKjEXxlzGKLtnLAalbsGBSREatSt2dokeIYDmd2CogG+M+Z3aIRhMSxVqUxEFWIx6jszJJiLYGPMYibXiGPynZqJQBKY06lMAJCRAjAalbs0qwvjTzfX4srRgL4wHN7sUEpAMxgrUrdqMIkmGeo7MiSQb4z5ndmpRneGfM7MQSJxGPUdmSQmKZjTqLMExF8Y\/KdmQVNN8aeZi0AmyAJjLUd2kwKSSQJHUrdqBMBfGXM7siTA3xgeb3aqS7MVRKdWpWzMQtRiMepWzCjM3hK1ze3ryZgm0L4x+U7MAmEoFOnUWABAGUYDNW7NJMr4y5jAJgLwwHM7sQiEwOGBzVuwqzFUSNWZZlRgbwwPM7siTO+M+Y0BFNqVnxbnZgWZYYpzUziY+IY\/KdmSVYXhp5nr8WoQgAPDgnNW7EoHw4HNW7MKkDbGA5vdmVSN4YHmd2BGEThirMsCEcsdzszKjO8M+Yxan4hj8p2aBCzETGnNTEoDDAZq3YSrCCwfDzGLRgLwwHN7tQlWRHDBWat2FQtHw4qzVszKjA3hgrm9\/XkwVQJvjE8zsxTEIjDEb7MJhFOGndgKNoXhiOZ2YSo3YqGnmNEK7ZywHVuyNmyZjBWat2qOF8YDmd2SiRG+MDzO7UI2YkGGJzVsxdt6cRmrZmtRiYKGJ5vZkFG0L4xHM7MUkBIAmnBOamIJhpw3VuwlRgAVjBM\/e+vxZhRgL4w+U7sAQm8CU6syzMLR8OJzOzBJneGrmMio2yLYxPM7NAoJl4YxTmpkAmxp8O6t2oKMRfGI5jAVd8Qw+V7tQ5EmacTmdmUonDLM7MybxvjE8zsziY4jLmdmAKjAzUJHNO7IqJtQKtWaWZEQbqsDpTuxCFq4rVpDEBJjIqx3TswkmIiVZZp2YIPSrHpGzIAyuqy0p2aAiqAmrAZp3YibMrWBzTuwlJsiCVYDSndnCXhVgdI3YAkwPizzSznaxVjunZgiRunPSGcJ+E49I2YEkmUSrTmllEwAirDdO7MJwunTpDKzd8Jw6BuwCiYGatWaWDGJmrHdOzCkyN06tAZwMfCrE6RswCVGXiyzTsxEwE1YDNO7AExdOI0jZlCQBScBpG7AKJsmasDmndkSYmasTmnZmUkg3VYHSndhQxuqxOkbMDibQmrEZp2ZJJgI2ss0s4TF1WI0jZkAZXVZaQwETDFWG6d2CTOas80swJeFWHSN2FDGAVnpDAEmOKsTmNmSSZRKss0szj4TidI2ZATF1WWkbMCSVWdWAzTu1RMDNWeaWQwEEqwGkbtRGN1WB0hgTwWnaxEzBGI2b4b7IFlPCT2jT\/wBXrKlOSJZPVN90hjdOeQ2b4rwBRxRVcRUU2\/iq\/peIAgCqPzYt5PG\/y3s8B\/N\/+N1XNEVT6rpVESohT9yXcTAi8CJ\/T8+Ta3gapqRUXC9AqmkvUvH1HdWVKdwhGJMo+cItv0KGQUCCMQPX3ZMKFqBsqtQ6RKfr82+Vc1T7Nd7cnRuHKZQayrZ9RayKaNWL0vngLlJeJVAC6qOHmDBp4Y4SccP1zT31AeK\/R9MQCtyohS\/ejUCciCZN1ahI2grPAD19+bMJEZDzkPXrZrvJpj6uRqjhJdF4ApfDdJpKSX\/vgFogQkLKrPeUZ\/0bwUngd7SKHUDxNMQ7rCp3KXaHi3aVulyAIKYiXf7W7sgFUwqEQTIevuyZgBKRdVhsBg16mTPTxqphzlBq2tVpW4rT9Ghwp2ULRR3RHvAScSTAfQYNk4LqR5UPDbiqH74Uj3PvAFACFkqJSJ9m3y0pjEgx8h69RaogiMCccAD6+3Ns7TPZrWIm3O8H8OOOGqreUFw9L5K6S8fWilIgFTAh2gPPybDwBUb\/AIdolPorx8l44f05T+jgAGwlULvnEZY5N0xvGACiIxwG3r8mmzCBKVZYw9fdk1nKZv7kYYxVfJz\/ABPUr+vK3qdSnyBV9CfGkP3RhF4seDtARMfobfvghTpaIREFCaUw9fU1CRjZMxOQjj6\/NkYQIANmeAB+v1u0mZmKWIiJt8Z4k4epXC9bVMKHTEChrrsvKIlTsKLj3gvJIjMRwDdXxjw46f1VWdb1hSV0umOateu3BuoQ6BSSYJ3O8THBt\/xfw8ivhQCXpcrodNRSQfdg2gnFOOf1tsqdQxTKupNDJUEvnJdFVgSBSR\/SLdJ5Zmpco4YjZx3DFVPeIPZ\/VNFrKmpVQl0V1adOXYdlYTCCSSTKQiQBFstN4Nev654hfIfIRRK0q9NFdpEIpUkQiRsJN0XClUqqXh6hVUp4t6aM6SgrsAWp\/n+bbYplCyrPSPXqbZnObmmo48ai3B\/2EfOqRVdY0WnuvhtCoSKI8TSHQeOnoSmEYRBTPPHNtlW9QU+vaqfVZT3tCojlYTD4K7MbQnEkwiIjCE26mICSCCY9h6+9gIRDAmfr182DOpkscWMOed1dXz+rTV9JrOhunK3QdldHcQWRCBhEkA\/Mezerg+qV1Bw9RqoVSV0gUcFLt4YA2bZIB8oj7G3CEQIkoYZD192TAABs2VAAbDf1+bZnKapYxiJtqeNke+4NrqjlSoLq+kAzHQfXb52732ePS99n9QvQpRtVc5nLoDcbXrkPqlp7kJeH3lGeohAZpPr626n2Tz9mHDsj\/wAOdDAHSA30fAT2mHy\/xGPzYy6dRM\/F9Kdmm0T1QjunZmpJndVidI2YAMPCf5Rs3vfOCSYiJVlmnZhJMvFlmlhKcLpy0DZmkQhdOWkMACYasBmndkSZzVnmndmAbIFk4DSN2SgbJuqz0jdgCTFU1Z5pYtKtasd07MKGN1WekM4TEjj0jZgkHCBVpzSxEwF5WWad2IYXVadIYgYC4rLQndqGVGB8Wead2ajMzVnmnZlAwN1WelO7NQmRZVnpDAozxVjunZkDgSVZZpaiDHwqx2GzIAykrLSGASoy8WWad2SiYG8rA5p3ZpBgJKy0p3ZGYN1WB0p3aAUozmrVmlmkmImrHdOzSszN1WelLUMcFY7J2YBKjETVlmlmFGAF7AZp3ZJjESVlklgYC6rLJO7UCiZzVgc07sEmJMVZ5pYI\/dVgdKd2ZEzI56Q0ASY4qx3Ts0gmU1ac0tUDHwqx6RsyAwuqy0pYElR3VgM07syTOasDmndgJl4VYDSndnAwN1WB0jdgFEzmrPMMRNrFWO6dmCMbpz0hgC94VY9I2YEkmXiyzSxEwE1YDNO7MDCRy0hkBLwqwGkbsASZ+LVmndiJiZqxOadmCDOCVYK0p3YIMTdVidKdmBjHFWIzGzAJu+LLNLAx8KsRpGzAEALqstIYEIwE1YDNO7IkzmvA5p3ZhMvCrDpG7BEjdVgdI3YBRMT4sTmnZiJiIlWIzTswoGd1RmdKdmIHpViNKdmCUkymrTmlqiYYqw3TuyQJCKVCSdKWYF3wnDpG7UCiRGBVnmlkom0ZnE5p2ZqGMjnpDBEzI56Rs0EgqEPFiM0sAmzqw3TuzgYi6rEaUsoGBuqw6E7sVQJKjM4nNLVExxV9IaYY3VYnSGcOyv5QxCUkQNwYHl92Ski9dGrl+vxaVqTAzRgczuxaF6KkasywWBjIY\/J9mQAtC6MuWdmRUmMiiEdzswCkkQKcUwmdmKYSIABAwTyjuxAWTdGB5R3aQpMBNHhTqO7K0myZphA6juwZCBO6NXLPr72ZAteEY\/JnZpiBGaYXtRZxFrFOO52YgSBK708ssWRDwjAcs7sgUxECnTqLIFNkTTgNR3aiiBO6NXLPr72cBHwjE8s7NCimc04K1FmVCJvJxOZ2aCkgAi6MuWdmQSIC6MByzuwkiU0wiITOzCSkgGKcBmd2BKAgbowPKO7MgRN0YnltKymBiUwgczuzJTOJTnmWCgBEXRiOWdmEpkLoy5bSCm0IlOIzOzJKk3byJhOosFwEJJy+T7sECBu5HQ02kWYlSYQxtHdmSmBmjBWZYHAEmKczo7MkpF26Bhy2CU2sU4nM7NIKZTTpzLAwkAC6MBy+7URIyGfLaIphijAZndqJTOadWZaiwBO6M9PZvmdB4frmreJOIXhqikP6LTqwNKo7xyXZEFIAMQpQIMQcm+lEpERFOeZ2ZWkxE0xiMzs3Pk445IqWuPPLjy2xcOmiVhCBqOsEyE7Dr7F\/kzFFpoF6qKwwycIP\/M3bgpMJpy1FiKSnFMIDM7twnwXG9PneZw5o1KNqNU04Y40YH7WxPHNJSuVV1gMTH4Eo5dm7wqSAbycFajuzKhaM04nUdmnkuNY8dyuCWh6kR\/RtYkggyoK\/ubAFrBgqrqzAAA\/4a93\/AIW+ipUJTTiMzswlSYCacsy08jxnn+V87JiiPwCsYHI1a+3\/AIWSiSD\/AKlWEJz\/AEa9n\/hb6KVpAiSnDc7sFSZwKc4zLPI8a+f5XzlbwC8aFWAAMVH9Gvtv4Ww1dTXFYUR1S6vo1OpNHXAoeOqA8KVAbGy30t6UlKgSmcRidm4v2HvEq9m9XAQuPHqMTk9WGeS408\/y\/Z4Pd0mAhVdYmQ\/YFiM\/JqDukqUYVVWerGhKz+ZvoQUICacBvuwVCcxnvuzyPH918\/zfZ8\/LillUTVNYn\/unZm6otNJB\/RFYCBGNGAy7lvoClCcxnuytpBxGPfZnkuP7nn+ZwJodOSAE1LWBhAScI37qa0UWnTH6ErGBBxcu8z\/G3dW0ymnLMsFSYZYHfdrHguNJ8dzS4YUGn2iTUlYTJjcdf52E0KsQoH9CVhCOSXUpfxt3dpE5jE77MrSI4p\/rszyXGnnub3cKKJWMh+gKxhLFLn\/1GE0Knw\/4FWQ2uOd5cz8m7oKTKBGW7ILRAGKcsy18nxp53m93CUqgVgqjPkIqGsCVO1pAsOcSP+0bfezqraXVPAdTVZWLgO6XRqIl29RC1ZUMRESLb22iEYiENzuyUtEDEpz3brxcOPH+ly5ebPlrZakid0Z6OzKymPgGPyfZpUtMTNOJ32aSt3mU47nZuzlUsiQBC4Bhy+zCQJXduW2NK0ygUwlmdmpBEU4QMIQBaCoCE0iEBo7sERBujPR3aUkQEYYDI7sEiBjCEDkd2ClATujE6GIQV4Rj0dmlREwYQnkWB4ssdjswMJERFIy5bKyIC4MuX3ZJIlGzlkWLSIAGzlkd2KopECLAz5fdmQImKRnoaCROMM8ju1GBjIZ5FiKgOkY9HZgAXboy0MhCOWOx2ZCEsMsiwAGAsjLR3YIBBFkYHR3ZAjMCMBpO7EUhJiE4HSd2KakidwHHlxZwFrwjHo7NKoT8OrSWd21GCYx6Ts1QJSIi6BhoZhMhdEZaO7SmEB4ctJZxTAeHAZHdoHZEDdGB0d2CBO6M9DSSmc0YHfdhREVQKc44sFETjAY9HZkAIi6MuWyikHFGPfZkhSTCaIXcCWCgkACCRgOX3YhLwjPl92gFMjcwG+7MlMD4MDmd2qrUBO7voYCRa8Ix6OzSSmc0aszszBTaxRj32aIABK6MuWwBIXRh8n3ZAplAo05lkVJgJu4QGZ3YqlJE7owVy+7MgRN0Z8vs0FaCDAuzJWZ3YtJBM0YnM7MRYE\/CMRo7MgPDdGWhkCIyKMRmdmAU3YWD4d2CoCHhy6O7IgQN3I8vuyCkwkUYd92SikAmKIQViTuwUoCJujPl9mQAteEYjl9mlSkxMS7xOJOzFpFsCLvxDM7MVSUgQu5J5bMAQ8Ih\/B3aElJAgXeCcCd2RKQMXeG53ajIRGN3fQwUi0boxOjs0KWkWpu9WZZ2kxMSjEg47NBUBK6MRoZBIs+EYfJ92kFMRN3inMsops8vDc7sGWAj4d9DFmZl\/h7NNpMdGrMtQMz4fpOzEQpUAb0JHm92RXAqvdXN9fg1rSqcEqwOSd2ClV6S9WSWCSrGKtXyvb19bCVeG9082OXrzarKul5jsnZgJVESXlknZgxpWIC+ME83v682oKBHiyPN7tVhUBdWJDJO7FlQTgvPJO7FSpYEbwHi5vr8Gq0I+LP5Tt6+tmUqnJZx6WdkxwVj22YnZCViV4aeb6\/FptiAgoYDm92yBJkLK8ulkEqsi6vAdO7USpYEYqGCubD19jO2Im9meZ2ZlCpyWfF0syk2jdXjsnZodkhUxe25nZi1IQVkOZ3awkykvEdLIJVCYXl07sEKWLJvZHm92ZV4r2\/M7M1IVAwSvA5J3ZqSYm6vPJOzUTavgWsxzOzAV4YqOnmevxaglVqaV47J2ZJQZXVZZJaBWopxJ\/8AmDdgmRgVYHWN2dgkC6vAZJ3ZlBIN1WeSd2BFV7FWesMRhmsTGsbsFJndVnkndmUmdwnHJO7BIJhAqVH+MbtRjO8rVrDFlUDdV9Cd2dlU7qs8g1CUYEzOesbMAzEziNfZqKTEmyTjkNmAkxElfQnZoiAcJnLmBiMU4nD5Qbs7JldVlklgJNnwrjDZO7VULVCM1YK5gGfryao9znzOzUUY3VZ5JYsmJuqxOQ2aCUmJEziNY2ZBQgL5wHM7tkCTKShMZBgJkJKwGQ3YjGVSN7L5XuzJ8UznzGopOSVfQndhSTOSs8ksXs8Vb1nQ6rovwqnPvdOPepdlZXJJVACOwiR9bcH7C65oB4bcVEl7apzt5SXzxAVJCPhC0gnaJwGcC3e17Vbit6ppVWUpCi5pLtTtck5phFuH9hnAD\/gipKX+kVl9WdMflT54CCAgE2Uj6z5sR9CtCz4svlO7ClJgq8NXM9fg1wV+\/wD4d2FJM\/HnhBioKxEi0MTzezFoR8QxHM7Ndkx1widtmUFRHjy6WCQtMBeTp5vr8Wj3iQDfTged3bKAr\/rMB0sWVfv4Hp3YJKxO8nVzdvXzMyoR8ScflOzVZVPx59LEFR149tmHZCXgleTp5vr8WSXgMLycBze7ZAlX7+WzKyqA8eXTuwQViEbScDze7JbwAKNtMrWL2Hr7GuCgOZgendhSVTm8zzS1EF4JxUnH5XsytgjFOXNOzZCk\/v47jZkEmX6zLMbMEJUCBeTlzjszQoEJvDTzT6+9qCVQH6zLNLCQoQBDzLNLArSQBNOA5vdktYCTeTgebDNrCVQAg8wG27CkqgfHn07tBBUL0SnFXNOzO0AvFOPynZqUlUTALxPSxBUYQXj+7swQFiImk+Hm+vxZFQgJjAc47+vqaglcpPNPSwEqh4XmH7u7FSTEGadXNO\/ryaiq8Zpz5nZmUqgZPM+lmUqJMUqzyTswKIiMMRzOzSlQu+HTzGsImLqsRknZkHYldVpySxEBV0eHAc3u0qXBKhFGBxe92yh3IXFYDJO7SXd0\/FqMjpTu1WytRtGRha5nZqiCoDOPX2YLvGCFTtaU7Mwgx8KhPZOzCyQTBMzp1hgE2ReOA5g3ZpQZXVZZJZhBsi6rAZJ3aIgqgDeOB5g3ZlRibx1cwNRQYGCVYHJO7BSYmCV55JYJtXvFq+UGzSlc03+nmj197ZLKo4Lx2TswEmV1eWSWCAqXjyHNG7UVSN44HmDdgJUB4V4DJO7BSYG6vA5J3YArEDe6tY2YCr3iz+UGzMpMfCrPJOzOyY+FeOydmCArC908wevvZW7sSrIcwbtYSqUl5ZJabKoeFeGyd2CbYFq\/1c0b+vJmVRJvHE8wbNRQSDdXgrJLOyQTdXick7MCCpi8cRrGzCVSF7p5garJtC6rEZDZgJMrqssksEBQh48vlBuyKpG8cFcwbtdkw8K8Nk7slJMDBK8DgEsEqVM3szzBsxEhQvnEcwdLWUm0bq8TknZiybcbC8RknZqMaFRAvZJ5gPr7WCq7EKOHyo3awlQhcXgnJLBSqHhXhsndoqVqMDe6uZ6\/BmVQJirM8wbNVlU7q9XSwUmJurx\/d2YjHamIL6eb6\/FgrAR48vle7XBQIurxHSyCFQ8LzD93dii1M3urmevwZxnjtzOzOyqOC8T0sQVEyX\/h2YiVJiFRTGR5fdhSZKgN+WwoSVJOB0ndhQETIYq0KYWLE5DP5PswEzF3McvswRHADHpVswkCUhp0q2ahBMALowHK7sykEeHI8vuyTgJDAaFbsykbDA6FbtFOzjdzVy2cL2GfR2YUBOQ1aSxIHAY9J2YgCRIWenl+vwabMEgWchy+7CQJGA06SxAQkBCHSrdqFZIjLJXK9fi1kCJNnP5Ps0qAmIDBWhTMwnIYnSdmgEpgRKUuWwESwGA5fdmmEhAZaTswJACAwGk7sElMiLOR5XdhSZmKYzPL7MECBkMDoVuwoCKogQidKtmoYTMRTn8n2ZBOF0aeWzhMSGI0nZkkCAkNOhTQAEvDl8n3ZlAgboz5fdlAWZgQh0q3ZqwMQM9J3YBSMbu\/LYUmMbu\/LZrAJMQM9JZECJkMek9mAKcbu\/L7t5a6pZq6p6dWAdB58Go719YswtWUxhHvBvUQDEwGek7t4eJ3Ye8OVo7gDaob8Qgc0Fg01UVxW9bVJQa0croDhNMcIfpSaKtdkKSDCNsRxhFsqxXb0\/8AGkOZjwVcJS\/eUW0nsle+\/wDZpw+9JBhQ0JwOSYfZ6LdOB4ZJESIXSIS9eXm3aMImHGcpaz4BW6iPecUVmDdkihuE\/Wg\/gzFW0sIiviOu3kAZWXSc+yB6m2wAuhJCYgDBB39fa0kCOAwOhW\/rz8m1GEJtLy\/AUpUbVZVy8x8T9Y\/+2H4tmTQqIDBXw1RjiqlPtv4\/WDZVBFoxCSSFQuK7fT9uTUlN4SEY7K29fVizXEuXmXV9WkAroz5RlGL559qvyZirapshX6PtGWJXv5tnEoQCZBOAOXr5s2mUsBhCCVb+vrLNINpYDVtURVCrEWoHFKjn5+sWtNXVSIgVY6zhcJ+382zEJUCkpTaKTOyqc\/Xn5M7sVSj4o3VevvyZpj7FywGrKpUu0aqcGJmfdHb19TQKsqkx\/wBlODIR+KP3\/k3oH62QEbQ0nb19WLMAESSmME6Tv68s2aQXLzfoyp0pgmrHQ8kH6o+sWr9H1XCVATAxwCvv\/NvRBJiIRMDKyd\/X5NKiRaM4ROKT9nrZmkFywmg1bEwoShPJaxl2V6wYRQauOFHpIMiYP3o89f5Nmu2iEidqJuHb1+bVAAYQ8Jkk+vuzZpj7FywfA6CmQRTkmEZUp+M\/4\/WLQaG4TEO6RWqJKN2lvFfWfzbOkAJmkEQELioY\/V6wYIirwiN6N0+vvyZpibS8woTwlRTXNdIESf1iSMO6S0ihUu1c4jrtIiMUuDCXd23uIgTAYGd07evsmzSIAKIz6Tt68s5tNMTaXiRRKyRhxHWSsJLozgw+hAwagmuECIrpbwQEl0BBOOEoN6RKAlCULh9fdmwkAwCcITFgwx9fXgzTE2lhD6uQDCmUV4ADjQDOfZebWaVXEDBdAUYkCNFWAY\/3y2RaU2DBIhBWhRxPrzyZWb8YCJVjZO2\/rZmmK7y1HEvE1Y8PVcmsabRKG\/cmkOXKg7Ckq+MUERnHCLdeEYXdtA2b5h7a1e79ntIewEHdKoio2TKD5LfT0wKEyGWk7NzziImobwmZJCRACzKXLZpTMXYYcthIEroy0lhIF2Qy0lstgJl4chy+7Ck43cjy+7AAhgMBpO7JcIGQz0Hdgakid3fl9mAm9NOfyfZhUDGQxOk7MQFsSGPSdmgSUiAujTy\/X4MrAhCyMPku7NIEpDToUxAEYDDpVuwMpEDFI1ctmUzN3fR2ZQjGIGrSpmRMyGek7MCCBESzB\/V9mEgRF3p5bOAiJDEaTsySBESGnSWFkEiAFnbl92RTI3RgeV3agBKQy0ndkoCBkMDoVuwCk4myM+X2YSm+DZz+T7MKAiZDPQrZmBeEhj0nZgEpwujLlswmQujAcvuwBhIZaSyAEBIQgNJ3agKZG6MDy+7MpiTdEZ8tkqEDIYHSrdmQImQjPSWgCmeGfyfZkkeG6NPLYMI4DHpOzCQJQA06SwIJl4chy+7Mpkboz5fdkAIYDAaVbsyBAyGek7sDUmZkM+X2YhBUkjHo7MECJMBidJ2YgI4DEaTswSlOEE9PL9fgxYkLow+S7s0gCEhp0llKGAw6VbsAUidwauV6\/FqKQTGyMTy+zScDIatCmciowAxOlWzA0ieGY5fZgJwu7cthIAIkMRpOzAAlIZaSwKz+7l8n3YKBA3cjy+7MAQEhgNJ3ZKhAyGCtJ3YApmbuZ5fZlZvA2cxy+zNQE5DE6TsygLQkMRpOzUATCF0YJ5fr8GLMvDKHyfdhAEBIYJ0qZgCEIDDpO7CyUnG71ctmUzwzPL7MKEYyGeKTuwoTMhidJ2aCbExdzHLYs3fDl8l3ZwmJDEaCwUgpwGHSrdi2ZHbflsrJiZf4OzUEiJkMTpLEJmQ\/lLESqBCsMDmrdgkXow1ZqZrtXoBWBwV3ZmM7qjjq\/Fgkw3GO6tmSThhpzVs1KJjJKsert5sTiLq9Or8WohBFkYYJzVuzkRlgc1bswSALq8Bq7+bBJnBKjI6u\/mxTJEDhqzLEZ5Y7nZmSZwSrVqYnb8KoR6uzRCEIjDTmppChAQhhurdqEZGyuN3V+LJNqAurwGrv5tQlGRmMFZqaoiJwxOZ2YiZ3V6tX4s1EhRFlZn1dmBAiIwyzOzKMhhCAzVu1JjK6vLV282E2iALKsBq7+bQQoiBMsDqVuzVC9MYnUrZhRVZNxeB1d\/NmomBur1avxYCMxCGIzOzIEQTMYJzU1CMRdXj1dvNkm1BN1enV+LUIEWcsN1bsKMY4Z6lbsyTZ8K\/5u7CiYG6vA6u\/mwCjeOGeZZkiOUbQzLJRMSLK89XbzZzJTdWLw1dvNoECCIyw3O7YazSHlXUpBhecvBidmzXgkApXgNXdh7FTpYsqmlWr8WD5p7CnoX7LKoF2KC9dkWjpWoevvboq0qp3TXvvDSqc5KUgBLmlvHacDkDj6M25r2FqLrgAUayo+4rClO4Rwg9UfX0t26lKUYBKxhqPr78W9GPo4S+X+xA0uvuF39Mris6wpVKo9YvqOVGnPk3UvDAEAgHId82+mmFmAKTIma1b+vqwb4XwtT62qT2X8dPalerdU2rq6fvErKgYAPAVSOMot1dArumVb7P6PxxXFcVrWD1dERSBRkrdunBUsgBNlIjZiYRJwZjPyJfS1ECMVJwVrUPXzfM1IMFYjHG0rb1+bfI\/aLxXXHClRUCtqTWT+kVtSXyFrobopS5dOYgruiJhCCbSjirJuhqviWm8W8QVlQanpb2gVfVq0u3r12UqfPXhRagm1EJSPIkmcmtofsorWsKY+4joFaUtdJeUCuVuXKlqNr3ZEUj5sg3biAQLyCICEFK39fa3wNzxeeC3\/tAeUB49rGlisKMHDx88tC28QQVLIgCAQfqbtOHHHHKq3qas\/hFYGgFyVVkmnUp0sP44e6S6iEzG8MGRK0+krgEERTgdSt\/X5NxHGVPpa+OeH6iRTlUah0kUh9SbDxafe2EXUkicIzk2r4GpPEnEtUVhxPWPElNq9Cnz0Uaiuvdh3R0IVAhYUCVGU45Nx1ZVpXFcVjwXxdT6ZTKOH9aPqDBwpKEhJFkLdyJFqB8RPZlo7CrKPS3vtdplQP68pqqrc0FNKdUb4Q8AtqNmFrxECBMCYAkt9Cqmimh0NFGXTF0ophZePFG1AkkCOfzzMJt81rWrl1Z7aKkpKq1rNSKzoLyjFSqSi0CgWwmITh5zi31F0TYSkh9dSkXngJO8YYnfdkEvmXBFIp1b+0rjarK0remvaPQnrs0N0mlPHaXaFAmAswlhi30WhUCjUValOXj8k2hB5SXqxCWRJH3N8z4JoLik+2zjj34fpNijKFilKRGInEpItfY309dBdu6HSHVDe0hw8eIWlL4vytSDCRFskREWQPQLNuEUxj1Hb1+bIzAhAGCdavXqbfJqo4u4hrfiI8B0qnUej0yi0gpf1rR3ln4ShELjtJkl4Y3sYTg3rql5XVbe03iurKVxBWlFo1ATRjRHdHpKUpQFpiTNJtfOy7Hs9rdb1nVFO4QfVbTFOXL6t3TilIStRS9dqMIKBxDfQrSSomKdUTaVv6+xvgvE\/EVYVxw85FPV8MFTcUuHDunoMEUpAUb0BIESBIlMN3tG4mpfEVY108c0x7VdSVI\/eOHy3a0+9frSIqNpUbCBkAIncMvuO7ptKd0VCFqdvFJU8CPi0qUREYkDAd8mymIMiDMSidvX5t8Tq\/2nV8\/9mFcV2Cp1TavrhDhKVzKXBWkhKgZkwimLbugcTcVVt7V614WdU1NEq9DpzSkPkISt46dqdpupKrsyYxILS6mlp9OROEVDTqV69TakzEbuHUrf1+TfH659pNccIor+oqzR+k6zoIcvKBSYBIeunuBeBMBdJEYQtNs6gT7QF1xUtYikViuhFK1VqKc+ce7eJMIFyh0SUw3Ja2lPpNMtqob5Dp4HTxSFgLClRSTIH6vsbi\/YfXFPrr2f0R9W1JNJprmkPnD56tSrSihRAJ7wh+bRw3X1bcb0CkVrRKbSKqqsLfO3KXBdqfPAkwKlKXEDsAJQxbx\/6Oz12nhSsqA6eqpHwWt6SgvfeA24mIVKU+3myxsPboB\/7La1WIXC4VJRnB4k+v6zb6XRngVR3SoiaUnE7N869uwj7JK+gDJyg+PZQPr6W+g1Su3VlDWAqCnLs+PdLceT1dMGZKhKactSmYMkwIy1FmCYJuqy1fiwgqMLqstTZdCjIYYDUd2SyADhGBzVu1CJAkrAau7CiYGSs9XdoJJ8WGJzOzOIiMMRqOzNURGSsTq7ebE44Kx6u3mwQDhhgnUpiIhIjDqVuwkqlJWnV+LMlQSLq8Br7+bVQYTw1alMyRE4Z5nZkoqAN1erV382ZJiYpXnn2YgJEcsd1bMJ04ac1MRNoXV4jUdmATdur06iwAwGEJZq3aVEQOGBzVuziqAurwGo7sGJSZLwOZ3YpKMyZas1NQhaGGO6tmSiqJFlZx1HZnE2gLK8RqOzEAMSMMs1MDAYYDNW7CY3ZL06izBMBdXgM+7BJIgcMDmrdmSInDPMsKjA3V4HV3ZkmJur1YKYFK1ljudmSYSmNOamcTa8K\/F1HZhJME3V6dRaBCEMRgM1bs1EQOGBzVuyBMBdeYDV3ZknpXgczuwBMzGGJzOzAIiMMRmdmaiQTJeJ1dmEk2sF47nZgkESw05liUMsOpW7NJjC6vTqZAnpeYdXdgRhAxhqzU1RESJYnM7MiVQNx5q1FnEiN1eJ1dmBgzGGIzOzCSIJmMsyySSVYKxGZ2ZgmV1enUwIEQywGat2SoQOGCs1bs4mHhXh1d2SiYG6vBWruwCoTwxOatmUojDEZq2ZqJndXidXbzYiq0DZWREauzVSRlhgnNTOVnLDdW7CSYJNheCdX4swTCNlWHV382iBRFk4YHNW7JREThqzVszKjO6rVq7+bMmBN1WJ1dvNggkRyxGamCbpmMN1bswTaiUqmRq7ebJJVAyV4erv5tVUIROGJzOzOAjl9JZkmPhOJz\/FlEg4H+bt5tEQtJIVdiYHljdpUk3hZM7XLE2ak3VRSMFconPzZFAJVcTq5R9fe1Ue7jH4vP5MdLUExhcOKdAYKZ+FPiJ\/VHb19TSlIELiY3eUdvXkwCUXR8WYwTyxuxYkR7s4HljdkhAsiKE4J5J39eTOyIGKE4HkndgpSZm51csMyi8SEnHoGzJSQQq4nVyj6+9gpn4RieWeloEE4QRhZ5Y9fcyDu4BYyHLG\/m1JSIC4nTyj6+5pCBZA92nAco7tQyjGDvJXLG\/n+bNSAVH4vUeWNmhSQAQEJwVySc\/Xm1ECJuDxHlHZgaUTFyECnljbzYCYBNyEk8sb+bCUzFxOKeWdmQSIJggYJ5R39eTQJSIpI93keWN\/Ngo8XxcfFyh9\/wCbCkRSRYTgeSd2SkiCridXJPr72oqxBcbGr5MdPmwlHh+L6eWPv\/JlZFvwjxfJHp9fUwEgWbidPKPr7mgAi7D3eQ5Y382uxFJijJXLG7QEiyLicByj1MymRupwVyzu1DUiKibGauWNvNgpBM3eocsbMLSIm6NXLO3rzYsiIupN4cs7MEhGB93OCeUN2uxdPxeR5Y3aUoEE3E4J5R39eTOzdN1PhPKO7B8y9kLsO6krmjqR+pr2moFwGAKz9\/zt26Xc0kozGgbQ9fQ3IezdyUUji5xZHxfEFJUBYjC0lJ+bH52692gxEkkxE\/dmV3f1DBu+E\/leefVpqt4Zqer6JWdGo9Bg5rR6XtMQUghaliCs5CGMMIybIioqsTw8ioTV6DVqHAcijrdBSbIMgYn5\/wCrbVLoBAuplZ5Ry+qH9GxKdRgLCIQw9wer1L521CNS54ZqVzQqRQkVU7LikO1O3qFOQv3iJBKSSYkDIR+hsSODOG00gvhUzovCgO1KsTeISgBIVO9hiYk4Nu3qIWviwSQufuCcSPp+1siEpjGykzPKJ0w9b4MGrVw5UTwPUrqWiEPXSHD1BoyAlbsGNkjCEe0sm8VH4TqKjIQ6d1cr3KAmy4USXYgY+AqKR5Ql5t0DtICwopSIKTAB0Rl\/TzywaVIEUmwBJPKIhP8Ap9mLBo18J1A8eP1qqtP+sRL52lJS7eGOpAISoyzxzb21tUdVVnRKNRaXV6VuaG+D+joS6ACFo8MAD5+fk3vLoBMCEqikj9Sd9o\/0zxZlIKTcBiF8omP3\/aweGnVTQabWVDp9KoheP6C9K3C7ELJKLJzm3rQIBIDpQICOWkYfPl\/TJnZApBJQBf8AkjK5v9vzNKUJlB2kXUT9yRh9UP6NUao8KVZ+m6VXDlFLo9NpTtLt+8cvCi2EmCQQDAQH9MW9qqqdBy8dikViUvErSYUhZMDsSZHY4t7rIKYWB4YQ90d\/UvnaFDxEpE7cR7sn8\/taK0\/9k6hTVDiqE1U6RRHDz3jkJTBTtQEbYXG1ajqjEluCqupavp\/tz4lo9ZUQ0lPwGirSHotREADanCcJ4t9UULTwiwkXox92en0I\/M3mc1XQXVarrVNDdimvXTt0t77khRQmYHaBPzMoeeseHqmptUu6se1Y6FEdKQ8dunblKAlSVRBEMMPoM286+FaiVWD+niqnQpD5anj0+6BStY8KimMCrYkRzk24CE2RF2k3RyD1epfO02L6vi0wIeRi5M5\/1+3FrQ1VN4SqCmqrL4VVaHgrEoNLuye+7FwmBxBzEz5N76HU1WUatn1buaChFMfO0OXj6yIlCAQB2A+4N7FBJUohAEzyzOXrzwagmUQlJIIPgO2\/rZoNNT+GamptbPK1pVWIpFLpFGTRXqloBC3UYlJSTD7oN5KHwfUtGcJo1HolKQ4SJOffL92m9GFgqh80G6B0gQTBIHg5UM\/XkzS6BSBYAEAP1J6to+sWvojQ0fg3h1w7euXNUJduXilrU5SD7pSiQYl3asn6J5tsqrqOrKoe0g1XV7qiikLtvEuXaQkmzASw+\/yb3Ldp92o+6SZL5BOJ\/r9rStN4n3aSYqMfck5b+o4NByntlStXsq4hRYXKhlRilOQ8\/WTdvw2r3nD9WvLJvUVyfCOgNxvtTc2\/ZhxHBCZVetR+Jhggz9YYN1nCEF8LVSoJE6G4P6v\/AKsZtx5PV1420CZJ+LOWgMkJhZ+LMgnlhgJFlIspwTyiySkXbqcE8o+vubm6mEyFw4DQN2FgwMEHBWgbsgBZFxOA5R3YWkWTcTgrlHdga0k2rhM1csbebOzf8Bx6Bs0qSCVXE4q5R9fezIFsXR4vkzs1CSjw\/FkeHlhlYugF2YQEvdDdgJF24nRyT6+5gJFkXE4DknqYGXcjF3Hxcsb+bUtAtE2N9A2aSJG4nBXKO7UpIJMUp1cs7NArIiLmY5fZklISU3Onl4ev6M7N4GynEcs9LJKRFNxOnlHv67NQw7AhcyHLG7JSJG5KCuUN\/NgJEriYS5R3ZLTEGKBgrlHdgHiIlXxfVyht5swgBQi71Dljp82laQSq4k+LlE5evNqSkWhcT4vkj0sAlGFyHh5Y+\/8AJgIui5CAHLG\/mwBNNxI8PLPr7mSUxAupwHKO7AKTEEWMjyxv5tSkAKVcjG1yw0qRdNxOB5R6mZSAVGyk+Lln197QMIFr9Xq+THS0hAin4vp5YZhIK\/APF8melklIim4nTyj6+5gEolJ3CSeUN\/NmXciLGSuWN\/NpSgQkhOA5J382opEDcTgrlHdqGU4\/F5q5Y29ebKxf8GfyY6WCkRVcTirlnb15sWRaFxOPyR6fX1NAkoIhc6eWPv8AyY93BIuZDlDfzYCRK4nRyj6+5lZFkCwnAco9Xr62oCmMbkDBXKG\/n+bUUTI93GauWNvNpKBP4tOC+Sd\/XmzKbxuJxVyjswUlE\/BmOWNmEokm508sevuYSmCvCIxHLOzCUCCbqdPLPr7mBBEvBl8mN2C7um5krljdhKBZmlOHyR3ZLTFJuJhBXKJz9ebQNaI2ou4zVyxsyCL4uHxDljpYIExYBmrlHZizeEEJ8Q5R6fP1g1AhEIQdkSTyx9\/5MwmCR8XKGHuxu0u0SBsJ08oj7fyagm6LicByjuwNSYhVzJXLG7CkzNyIieWNmS0RBglOCuUTn682FImbicVco7NAJTNNyUU8sbNNi7AIhdHKG7UETFxMiOUdmlSR7uFhPhHJO\/m1F2b3hOKuWGRSY+AZcsbebMInGynFXLPr72dhPQnLlnZoEsSUCU4HJW7ChNU06slNSiJzyOs7syROeFrWWIggCV3xHq2ZJSIpw05K2a4x1DH5Q7MwZiYy5h2YrEkCWGCclbtUoHw4HJW7MEQF4YDmHf15sWhDEYHmHdiBQE8NWSmcBayx77M1GZNoZ8wj19jERaxGPWdmCABEYaclMQuACGAyVu1hQiJjLmFlaEBeGA5h3aiYCBwwVkrdmYROGJ6tmZIneGCuad\/XkzJAJiRieYdmgkARBu4pyVswmF2EME5K3agRI2hMjmHZkkiV7Icw7+vNgmAgTLA5K3ZLAgomGrJTUSIeIYfKHdhahAxI1cw+vuYFAW8vF+90sJSLvh09TWSLXiGPyh2ZJIlBQ08wsEgXRMYDq3ZqwMYYHq3Z2hAXhlzDuzOBvDPmHdgleJw1dWzAgCMMdlbNRhevb8wswRuMflDswY0gXRdwTkpnKGWB6t2aVCUxp5h9fezBl4hh8od2Dl6u4ep9V1rXNLoFNoSndZ0s0lSH9HWSg2QkgEKEcNm2HuK7jFX6IWR+49GXmW3MRAzGessEgGERnr7NblmmnS7raMDRKsVhg9eDy0tC0VrZA\/R1WmQ\/aXgz\/gbdg4TGWs7MREBeGWstdpNYaUisVINqq6GZGMKWvefLZKTTipUaqo2eFLVt\/A26JEPEMDzDuwSIkWhnzCzaTWGmApwgP0M68QMqUch\/C0g0+yn\/AGHGFmH+tDfybeAiOIx6zszBEBMZayzafc1hoFfDin\/gZwh\/vQ3YJpxJP6EVq\/aR5NvrQhCIw6zuytCBmM9Z3Zvl7ppDRPDTbVr9BqiCTH4QnaDayr67VS+IabUTmo3iaVV7ty8e234CSFg2YER2Ldgo9xnrOzcNw8LPtq4nvSVVtCPiP\/WM3n3NYbyzWIQLNTOjICHww7x6WbxNYrETUziMDL4Wcz\/C27BkDEYDmFnGIx\/+od2b5e66Q0ihWdq1+hqLARP+9naHQxYrQKH+x6LiP2xW38DbxRkZjPWWZItYjHr7M2n3NYc+UVoYf7HomAH++K3\/AIGsprIxP6Io0IK\/bFZn+Bt4CDCY06yytCBMRgeYd2bSmsNKRWQUf9j0czP7Yraehl\/tT3ghU1HIiP2w7fwNvCZmYxOs7M88Rj1nZm0rrDQD9JhSSKkc6cKX\/wDqx\/tLH9BoMQAP9ZGEfINvozE9tZYBEp7ayzfL3TSGgKqwvRqBRBCppfpzPmyW+pyVKP8AZukGaiYPXZyh1N0ERCMR\/Od2CcTHfWWb5GkOH45cVrW3B1cVVROG6YKRTKI8cu4rdQtFBAnbk3ScL0Z\/Q+HKsolKd+7fuaK5dvEkE2VBABEpNtLQtYjHrOzAIiIkZazs0mb9WoikCEE4ZZKYQIhOGWSmoQgmYy1Fkk4TGWstFAF3LAaVbsKAgcMDkrdmk\/vDAajuyUZG8M9R3ahK1YYqyUwYWsselWzNRE5jPUWcb2Ix6js0GMDCENOSmYEUjDAZK3ZpM8Rp1FlaEBeEIDWrdqoVgYwzyVuwRM4aslMKON4Z61btRxItdWotAQgcsdlbMkgXcNOStmoS1DHqOzJJEoqGnWWImAlhgMlbslAQMYYHJW7UDLxbcw7siRZN4YHmHdiksCKjLVkrZnAWxhjsrZmogRioauYWLQtQtDH5Q7NQkgGGGnJTCYWQJYDJW7NJEBeBw5hZgiAvDAcw7tESoAA4YHJW7BAiqQ1ZKaoiHiEYHmHdgqAJvDVzC1ChPLxbK2aUwNkS05K2aioRxz+UOzCSIJvDTzC0VKQAMsBkrdmQIHDA5K3YChDxDAc07syZY78w7tQjCcYYqyVswALWWOyulqUcb3VrPr7mcb3iGPWdmiISBEeHT1MoCAwwHVu1BQleGXMPr72LQgJ5DmHdqqZTMsFZK3ZkCJwxVkrZmo43hgrmHf15MFQibwla5h29eTQMeLEYjJWzJIEpDTkpmFC14hiOYdmAZi8NOs+vvYiUwhlCAyVuyVCyRLBWSt2sEACeQ1ndkVCBIIhA8w7sVKoAnDE5K2ZizayxGStmZIneGfMOzEQF+IeL5Q7MEphAYQu5KZgCzlhsrdmki7eE7PMPr72QUIC8MBzDuwBHiwwVkrdmoTOGJyVszBmTEYHWd2FERVMZ6zsxE5jDEZK2ZaMB4RkrdriNxj1nZlaFmNoYDmFqozyxVkpnARyyyVszChaxGJ1HZlCJja21nZohlRnNWeobsiVTmrPUGFJjG6cD07sWfFFJz6WAJVHFWO42YiYiClThqDEDHwnHdOzIDCRy6dmASowE1YDUN2YJ6lYHUN2QBgLphAdO7ABhNJwOad2BxM5qz1BmSY+Ij5xsyIIBgDq6WDG1gcd07MAkmV45agyiYA2jgNQ3ZiMohWIzSygYCRwGad2AUowN9WCtY3ZlRibxxOobMjGBFlWCs07sKjEyVic07NVUkmPiOI1DZgKkLxy1BkmMZxxGY2ZiMBI5ZpaIRJh4j\/MN2FKkbxz1hkqMJBWG6d2FFUDJUb2aWB2pwtnHqGzAVheOWsMiDawVjunZgWpSMJZpaqYJh4jgNY3YJIBvHPUN2QBsiSsBmndnkcc807tEMkgmZz1Bi0QfEceobMGMTI55pZHxYHHdOzAwTK8rLUGQMBNasOsbsCMrp05pYgek4bp3YGSZ3lZ6gzVGPiOeobMiDEyOeaWCL2BxOadmCgThE5ZjZlEwxVGWYZDHDbMbMCU4HLNO7EIkzmr+YbsyVRN5WeYaTExunA5p3ZkTIsnVmliqiq1irHcbMAql4stQZAQOBx7bMJExI5dLAXoa8tQ3YJVPxZ5hgCUIHD93diBnI4Hp3YGST1Z6hs3FVECPbNxGRExqyh5jd43V1x8NFW0k1cEfDA7X7n3kLJXZkD2i3xLhbj6nV37T6XRqpq9bqs6e5otHpAWkFNE90Vl8TvjAdyGJL7uCYYqwGoMiTO8r+YbsJ8IkcB0sTgZHA5p3aqZJneOeoM4m1iceobNO8jqzDPPDPcbNARMrxy1BpKjDxHDrG7MRlI5ZpZCMMFYbp3aiiTE3jnqDOJj4jj1DZpiZyOeaWqeUcdxs0QgT1bagwkmV7IagwIyxyzDAiQMcBmN2AJlG1\/j7slGRvb6wyJVDPA5p3ZqJgfFnmGKCZm9n1jZgK\/e21jZkomeOPUNmQjDVlqTswUlUQL22vsyBmm+ThrDCSZY5Zp2ZpibMjlmlgEqkL+Q1jdko434Y6xuzEQkeLAZjdhcYHxYHNO7UIqgTfzOsMRn48+sbMG1PxZ5hidrPHdOzQAVhfOWsMoxAvnLmDdicvFpzSxegPFgNSd2ocZG+c9Y3agTE3jnqDSqMM8DmndmYxOOeY2aAiY+I44WhsyBMBeOWoMQJOCsdxszAwkdOYYJCjZ8astQ3YiQCbasDrG7OAgJHLNO7JQkZHA5p3YprJneUMdQYCjaAtHEahs0qEzAHVmlqhMSOO42YgScLxy1BnHC8ZgahuyAwiDlmllCIEQcBmndgFHG+cOobsyTO8c9QZQlgcDmndmRAmRzzDUBVlaOPUNmQVgLZMxrDM44HE5p2ZJTeTEHEZp2aBJUZRUrAaxu1Wj1HA6hu0BOAgYQGad2ogQwyOad2qmVmc1aswxE2oROO42YUmIMjqzDSE3sDjunZoHaMpnLMMBX7xwGobswMJHTmlkAYCRwGad2AKjA3lYHUN2LSomapWtQZFMQbpwOad2IeKR1Zpaiom1MnEZjZhJMoE5ZhmBPA47jZgCMJHLMNEIEkeI5ahuxFQHiVgdQ3YSMLpyzTuwoGBunA9O7AlRgbyhjqDBJtYqx6hszUDA3TnmllA2gbJx\/d2YEgkgGKstQZgqgJqwGobsIBlFJy6WAkwEUnAdO7FNRMDNWeY3YUTA3lDHMMykwMjn07slCIN0nHpYgBMTNWO42YVaGpWWobMWcZHE9OzMx6Tl07MAkqiASr+YbMonqVh1BmAZSP9NmISGIkOlgFJxunA6BuyKfFdOrQGSwZ3cjy+7NUTau5q5bAFP7uZ0DZgJmLpy0DZlCfhz+T7MkiabuaeWdmBhJgLhwTyxuzgbPhOB0DdpGV3JPK7+vJgi74cjyu7UWoY3Tq0BmU3jdz6Rs0EYmz1cv1+LVC+TZz6OzQAExdOnQNmVmQunAaBuwAQQbPTy2kAlINnIcrv5tRRTI3TgrQN2ZBibhxOkbNBGN3JXK7+vNmqMVXRieX2aCgDEXTiNI2YAwunLSGQxjZzHL7Mkjw3YeHlsDCZeE4dA3YUmRunVoDICRu5fJ92Fxgq7Hxcr1+LUVZirwnHpGzCRhdVlpDIg2o2c\/k+zJAMrsPDy\/X4NAwDZF04DSN2ahLwnA6RuyAui7kOX3YUDA3cjy+7BRTMyOekMiIGSTj0jZkcVS6uWzAnhq6OzAJBlFJ06QyXZQ7UtcEpSkklQAAEWQwF3JPKO\/rybUccJK+Ca9QkTNW0gfqz0KYPYuuKmTNVaUEY85H3tBr6opH9MVfAxn79G3m3Nez98h\/wHUL4OHV+rnRJ9zMn3Qz+1t0FELTFDuMRySNPry825dRz3Z1cR8Ppgf0tQzh4Vg\/U0f2lqEpiinB5IeBwpX1JaHb1YCbITG5ySPrw+zNg0l6EWQYCA5Sur19eDOqm5niWqYEIFPeY+CrH6s\/4GBxHQFRs0Otjj\/7qffahsZpLwhQUuEUr5a5zHr6mFP33vFJDzNUT7tW3r7JtOqdRm\/tDRyqCasrhU\/\/AIc8GXcM014CYJqetzCH7HD6y2JD5\/dAWogqTOwrb19s2EPnxCQXhAgg+BW\/r7WdU3ZRXSyJVHW3\/l0jP+JmK4eqBIqKtc8XTsf8zeZT1+QYrnDJ2rq29fQyerfFKgFHBZPxaj6+3JnVTqPUa4pJVD+z9a5zsOv87c9UdUVfUvEla8QUDhSt002tFpU\/J9zAQ6b8omZ7tunr16CIKMQsn9Wrp9dssWXv3xgLcCCgQ90oevszZ1TdlTXNM\/8A61W2WTn\/ANRmK5ppj\/8AxmtRjj7j\/wBRvOh89hJZhZHLVv6+trevH1mAWYQVoUc\/P88mdU3ZlVxTp\/8A8ZrXPNx\/6jJNdUwmfDNbCf8A1P8AnbC9evVKgVqiFK5atvP15sJevLYNo+JPLO3n3xyzZ1Tdn\/TFK\/8A65WuWTn\/ADtJrukjHhut\/mQ6P\/O2NK3sEknJI\/Unfz\/LEsyt6UkhWS+Urf15s6srus189Airh2uRjg4QfqUwOIeqoa7T\/wB0B+otJfPbRio+JXLO3r7JtSVvisG0ZEQuHp9fVizqm5DiSjg3qortOH\/u5Z+oMDiirhD3lErd3h4qrf8A2IZh4\/im8SRYl7tX2n8s2Vt6oWrRiEjkq6vP1jg16puP7VVETZVSKS7JB\/WUF6n60NlRxFUKyQK0o4M\/FBP1thW+e4RMwuXulHPz\/PJrL19aMYmauUdvP1kzqm71CuKnULYrShQxj75G3m3sQpLx2l47NtCgClSQCCIYhuS46R77gWvUF2k\/6g95J+SU3r9mC1PfZzw88UIk1e5jFEeWG3jls1jlbowDK6rLIbMJBgJHLIMQwu7aOzCU+E2dtDabABgDZOA0jdggwMjnpG7AT+7kNHdgiRu5HR3YGoGcjidIZEEqjA49I2YUDO7voYs3o2c+jswATgbJ06Q0gGAuqwGlO7NImLvTy2UIACxkOX3ahkGBuqwOlO7MgxN056RsyKZG7vy+7MgxN3fR2YHAx8Jx6RsyAMrp06QwBPw59HZgCYu9OhgADDwnLSN2lQMDdOB0p3ZgSF3Icvuys3TdyPL7sAoGcEnVpSzgbQunHpGzJQmbnVy2cDa8OfyfZoBIMopOWkMJTACRwGkbsBOF3bQwBdF3IaO7AEGBkcDpTuzVExkc8gwRIizkdA3ZKBMRZ6tDUMieBx6RsySDEXVYjSnZhSb3hzOgbMJHhu9OgbNAAHpOA0p3ZQMDdVgdKd2SQTC5CQ5Y3Z2ZG5kdA3YKIM5HVpDEDawOOw2ZKGN3q0BnA2vDn0DZgADKRyyDSEmAunAaU7sxld6dAZWZCKchoG7AQMPCrA6U7symZunVpSyIxu5K0DdmoGJgnq0BgoA2sDjsNmSRCEjlpDICKppz6RswkTTd6dDUMCUbJwGkbsiLpukyOkbsAGAu5DQN2REiLOR0DdgakxjdOekMQv8AhPi6BsyWJqNnq0MrN+NnV0fu+bBSU4XTloDFkwF04DQN2SQRC706PxZASBs5Dl9\/Ngspkbpz0DdhSZm6dWgNIiSZZHR382ahNV3q0NA7ON04nQNmRT+6f5BsxmbufR2ZDHDbR2YGAZQSf5BsyskwukSGgM05S20DZkU4SyHLGzALTG1dyOjv5sLT4oJzVoO3myeSCrpwVqG7Ch4jA4q1DZinZnNM7XQdvNgJFoXc06DsyUATMGR6hswBEpiDG7rGzAJSAALOSeWd\/Ngi74TgdB3ZJCikXSJJl7wbsQJBJBwPMG7UUpMybPVoLUReMs+k7NJESTA6tYaiLxkcevs0QtQu9Og7NNmQIScBoO7MJJIMDp1hkAQAYHAaxu1UlJkbuStB3aiBEyzOg7NKhEEgEmCuYN2ZBtqMFYnWNmBoAtYZjQdmEpF2706CyREKzxGsbM0jwmCtOsbtAgO2XQd2FCSrvVyyygqHhWZHWN2FJVeuqMbWsNRQAtm7q6DswhMxd6dBZJBCo2VeLrHSwjFMAdOsNAwLvhyGg7sEQBlET0HdgBVkXVYDUN2DIEQOCtQ3agKQCZdWks7N4S1dJ2YIgTAE46hswCYiR8Q1DZohJEQJZJ0q3bX8ToK+GK1QBG1QnwwV0ltgkEASOCdQ3bz1um3VNMRevUd4PENiwlw3seUH\/sr4dWSARQQkzVkIfZ83m3R0slw5evgAqwm2U2lCMEGXb1m3J+wxa3vsnqQkrSpLt6iAUMlqH2N2T5JLpQClwKYfrBO6fXfFvNPq88vn\/AfF\/EPF9Quq4q2paro9HW9LtIpNZPLYKVlMwHZzBznm3WVV+kloV+lndXupAo+D0p6uItZxSPxwb5l\/o\/o4h\/sU+cUB9QEUZ3WT9CQ9KioG2ScCJRLfRa3rCsKj4dpFZU1y+rBbhFtbqhG9ZjMhKjOAnI4YMmCW0UhF4F4iFlcfjVjUPXbANlLt3aMHiYxVzFdPry825KruOKsrmlUNxUSn9YqpDtT58p29AFGdx8Tw6VZBOOOzYOHuNadXTmsKVR+H6UaJQ6W+oyiKYj3iijEhCofMItKKdohKUlN5MbSYfGKnL1LPEtBAsxBSSQmF9RGJ+n7c24517TeHqWqhuKpfqp9KpSPepcl+h0HaEmyovFLgE3oiEySNm1y\/a1UdFqVdZ0+h1g5dOawTV70uiHyAuZtBSZKTLETmypKl9DUEQm8TZskxC1YWt\/t+bBqWlABKlpEl8xQ9fZk3H8ScUuKJw3Sa1rqpaxo1WOkIWS8eotk+8TZupVEGYPaDeisON6td1quqaIpVLpyXPvniRSXbpLpB8JUpREI5CZzYOnPuw9IK0+PN4rp9S+fFh2hFpIimFyHxqvX35t89ee12oHNW0GsKXR60cuaXSnlGTBFsBaEzgR4gSZFMYtvqLxrQjXFDqysqHWFVvqamNG+FKd2VlIipJIUYGE4GEWUU6ZLt3YgFCISOao6vU8\/JqWh1ZVEgeOPxit9\/UMA3MVVxcquVrXUlXvqVQXay7NMeUpDtCyFwJRIlQyjISgGxVzx1QKLWVNq2hO3lOpdCQV0pIpLt0lzGYBUoi92EYZsodUXbu0RaSIqOK1DL15NqOIeIKqqJNHNPfqLx+9S7o7h1aW8fKhglIxxHacSz4O4honFNQUavKC7pLlxSCqy7eqCVCAhD6dvNvBxvwq84gXV1YUOnroFb1W9L2h0gkLQCUwUlSc0mHmweuhV98JpLujv6pp1DKkJIW9EUCCsIpUYdowi23BFlV4YLP6xWBMvXzBuEo\/GdZ1Q\/otXccVYigKpC0OKPT6K\/DyjPV2sCYRQTsY+be2g8X8MUSo6XT6NSKS6orinvaIUldpa6RbgUpESTaJlDAbMqR2JAWom0mIJhfVt68sptaYSgoRBEbxjh6+stzdK4so9Dp9X0an0Sl0NVPeKdUb3rx3FSwiMCEqMMPpLauofaXVdeUF\/S6pq6t6Umiqs0hKUoBdkRiCVKAJkTARiyinZ24lMFJMQjUr19+bS\/fBy4K4osodlRvKJkYynPP8m0VD4yqGl1PV1a0Wmrfu6wKXdFdO1RevV6khOMRnH6QGxueK6FSuI1cMv3NKo1YqoZpKXa3qDF3ahEkEgGeGzKKezhCvqJxTw1Rq+oaS7c0l28UlDxSgpJCoEGHcY\/Q28sTUbQ8RjNXT68vNvnv+jzE+zJy4tqBcUulO4B4BCDxUu2LfSUO4k3lkxkPeQy9fW1rutNbxE6CuFK3Eo\/AXohe+TV6\/FsHseWp57LeG1rAtGrncbpOCYNt6ychdSU5BUYLoy0m\/HFBbQ+xJal+yThxRjEUGHihgSG7cbeDswJ4Z9B2ZJHhu7aCynHPHqGzDsTBgdOYbo6GBLw5DQd2CJG7kdHdlAQwOAzG7JcgZHBWobsDUPFdOJ0FiF7wnHo7MlAgqMDqzGzOEFAwOO42aBJSIi506CwBKaDgOWd\/NhIEjZOnUGlIgPCvAZjqaqqAgbhwOjv5symZFnqnY7NITAEWVYKzG7VZxuqM1ZjZogSJ+HPo7MJEALh06GAmfhViMx0sJBlFK9OYYEEwAuHLl9\/Ngpum5keX382EIFkApXgMxuyUgWTdVgrMbsDIkq4dWj8WcDGFjPGx282lSIlQKFQNrMbNSUiMLKsdxs1UJTIXenQwEwAuZDR382aUiAuqGGJDAEhdVgMxu0QlJum5kdHfzZFPiudWj8WFJikgoVgdt2FJBtCyrVsxTKZ+DUdHbzZJT4bmadHbzZ2ZwsqxM4jZlZ8N1eKcxsxCCYAXMk8vv5s7MUzQcDoG\/mySi6BYVgnMbs7N2FlWB23aqakyN3q0D72cL3hzOgbMlpjGKVaswwpN4CwrHt0tEABkLOENAZFMhcMgNA382SUzTFCtOYZ2YgEpVIDMbsUlJM7hwVyxv5sykkm4dWgMlJJjcVgrMbs1JJJuHVmNmB2b3gz6BswlM03IeHQGLN6JBx3GzCBGBgQbuYYgskQAScBoG7IpiPAcDoG7AThdVgMxuyIgDdVgrNO7UNScbh1aAzCb8bOfQNmlYiVXVasxswBeFxUbQzHSxVBM03Tp0BkEYXDgNA3aUCABsqwTmlgJBgbCsBiU7tBks43d9A3ZKTNV3q0BpKfFBJwVmN2ZE1GyT4sxs1FATJs59A2ZWYGNnbQNmkiZJSZndPSwlIBBCTOGadmiKQMLv8AgGzQpGF0mQ0BmhIumByzTsWlSIwunAZpaqyLiYiyrA6U7sKjO6rVpSyUCQq7kdA3YWI2rvVoDRAYxwVj0p2ZgEkSVlpTsys7pz6BswBMGwctA2YAAgC6rAaU7syLpkcDpTuyhIXMk6BuxZinw5HQN2CiIgmB1ZBiF7A47DZkpON3q0Bgi94c+gbMDGUjpyDTC74VYDSndmkRhdOnQGQTIXTgNA3YGRjdVgrSndgg2jdVidKdmkpxuZK5Y3aim8TZzOgbMDGIunEZJ2ZAeGRyyTuwkTBsnEaBswABC7toG7UIYG6cDpTuwc7qtWlLKF3wnDoG7BHigk6tAaCtUYHHpTswgQhdOnSlkBA+E+LoGzNAhC6dOgMBMCQVhsndmRIyOeSd2mF0XDh0DdmUyN06tA3YGoTMjick7MoTF04jSnZmoTN04nQNmQExdOI0DZgAJCSsE6U7tjpaSaG+TAzdqGAawMLpwToG7C0xdrFgzSR4BuwfM\/YGsj2W0B3jYf0lGA+VW3bvVqN1SVFJl4E7evybhvYckOuBXri8fdVnTETQCR8apu2ABOZmNA23j6wbzZerhLgeAuHOKOEaDTKvof6KpNGf05dKdvHoWlYC1RgQBCXn5Nu6WOL31BeOnKaqcv1wSldgn3abU1WTiRiBIHM5N0aEJCE3TgnljL18zSoJswsES+SHV5+sWiPn9Q8A0rhGsvhfDtPeLc0ok1lR6ahKkvlRm9QR4FYy8O8G03sxoNaUp7xbQ6PWCqI4Fc0lKi7cJLxNoYgkwB2kW+tLhei7UTBXKHr78W5\/hfhx3UtY1zSXb548TWdMVSilTkXCUgEAxnH+rLLctRPZbVtU1xRa1qKLl66cJo711SaOl+7fCMbSgSDajmDNtlxZwW\/4m4Ue1HTaU6o6Hnu1u1UehpQl0sKjahaMc8xi3cOkCQKDimVgbevqakpQEgWVCQMA7AwP9PsZcndzHGnDn9o+CaZw2+Wp0H7gOw9DtMQoKBBhEbRhFubons6NU10\/riqniF0ikOEu6Sil0ND528KEgBSbwKSYb+bfR3iAIpKSRD5Mb+frFh47CkEBBJgqXuwfX2s7p3cPxTwa\/wCIaPVjumvnaRV9Od0p0mjURKUmyDFMCoyMfwa+OuDl8V0arAt4qjPKHSnb8KCE3kwIWmIIIiC3ah2joMScA7G3r6mdkCzdVGI5Yl\/X8mXJ3cTwnw3XvDdTuqmoFNcPKC5EHJf0UF4kFcSCQoBUN28dC4Bf1dXtY1xQ39HpDyslF5SEUygIeI94NSJgpjtEt9BS7ISAUESEvdAZ+pNRBgRYUfEIe7B9fay5W5eSqqPS3FGDqkKQtSSbIcuEoQBDACJl6wbz1uK+96h9VSqKEpshTqkOpPDvaBin5gW2ZmbMFYnlg5evNpDs2xFJiCOWNvXk0RwtfcK17xYmiUXiM0VxQKO\/dv8A4PQxbU9UlRgCtUIDeAnu3ko3sscOnFLR8OpKHn6aVW1EepdJIdLldKSYKEjtk30ZKLSfAowSnkjfz\/JvLW9BpVMcBFFpz6hPUFSgpDhBCv3VA4g\/Mc4hrcrcvlHtlqWmUGl8NcQUunUilP6LXLl27SHSXbpKVGJgkZkgTJbtuAuDHXC9BptEQtT9NMpzylEl2kQCsE45YNFccI1nxDTavRXlNdPKHQaWmlB24otgvlpF20So3Y5DFuysrCgbJMCNA239bNfkfJ8o4U9ldNqGtqHWDitT72h0ikKcIVRwt37l8cCLQgobgtuF8ALRx7QeMEU6lPaxdpU7pgeoRYeuiIBKUgwTCUMe5i3fTgCEmMBi7EoHz\/JhSFqHhhIz90N\/X1suV7uZ9mvDNJ4WqqnUB8v3iX1OpFJdlKBJKyCAY59sG7BJXbjZVG10p29fk3nU6N60lR8XKB+382yoTewM1Cfuxt6+pqMj8LeUJ+m9N0RgnYtzPsOBHsmqFMCbNHWJAZPFN0oB928ABN0cvz9dm5j2GxPssqcKEwl8PCPllt1wbxdtCZkcdhsySMJHLSGCm8TDM6RswkYXdtAbbYAMMDgNI3ZKBvSOelO7A\/hyGgbsKEjd30DdimoYyOJ0jZlC8JHHpGzBEzAZnQNmIXgQnPoGzUJIwunTpSxZMPCf5E7sJSJXenQGQBhGz\/8ATG\/m0DsyN056Bu1ETN056Rs0kYwRvoG7MiZgnM6BswMCYunHpGzAjK6dOkMgIHw5jQNmYGF3p0BgSQbIumEtI3ZESN04HQN2Epui7KWgbsikBJu5HQN2qmoRJuHVoDMeIXTjjZGzSoY3cbWgM4QMYHHoGzRDAwFnbSGAIAQTCQ0jdhIkLvToDCBdEshpG7AHA3cjoG7Ck43erQGlYAB2gdI3ZmF4SPi0hiqIn4c+kbMgkXbu2kbMQiTHqOkbNIhECBxTpGzEAAAF3JOgbsymIMU5dA3ZCEACISTpG7MwswIOB0jdqpqhO71aQzlamM+kbNJEY46tIZkXs8dhs0QAYXdtIZACAu5DQN2AMJHTpDAF0RScBpG7FBGNw4K0jdgxiZHVpSwU4wBwVpG7CwIm6dWgbNRUifCcekbMkiabp06QyhejZOI0jZmkeG706AxABhdOA0jdkoRBunA6U7s4XRdOA0DdkoSN04HQN2gSgYm6rFWlOzEL8bKoxGlOzChM3DirQNmIXxdOInYGzFCQTA2VDw6UswJC6cBKyndkkYXYG7ywyAwumMBoG7UVDG6c9Kd2ZjaN1WrSlgiAN056BuwrE3d9AYgJMfCrHpTsyTGV1WWlOzEJyScegbMAGUEnLQNmgaZwkcsk7NCsRJWA0pakgiF05aBs0qREglEZDlp+9qqlJkq5keX382Skkk3IzVy+3mzUmSrgMlaCc\/NkpIIVFAM1cv8AFoGU\/uZ\/J9mEpmLnTy+3mwEg6B4ujt5sBMxBHTo7ebEIIugWBgnl9\/NizKFjI8vv5skpui4ME8s7+bFiU3YMjyzv5tVWpImbHVoZlN6ac+jsyUkQNwatBYs3vDn0HZogCMLgECnQyswAuTgOX382AkSuDToOzFkWRFAwHLO\/m1AUxBuDBXL7+bBSbRuZnl9vNkUiBNgYK5Z382akzJCBidB282KaUwV4YGI0dmSUyFzp5f4sJTejZEYidg7MJThdGnQfvaIVi7+ry+T7+bMpmq51cv8AFiwLPhGHQd2FJBjcj4uWfvaqLN7wZ\/J9vNhKZpudPL\/FizONnP5M7MJSLt0aeWfvaIADAXMhy+\/mzKZG51cvu02YJF0CQ5Z382opum4MDoO7A1JETcGejs02Zi5mNHZmpMzdBmdB2ZWIEQSMRyzt5sAlJlc6eX+LOF0j3eXR3ZJSICCIeHlliyIeAYfJndg4Xgep684dq6n0F9UIpXvaypNJdvBSkJBQ8WSO+BbfB7XdqA4Xo4EYxNOG3ZLb2zAEWRq0FmU3vDmdB2aawzrDQBdfyA4bq8YY085f\/LZ2a\/KYfoKqkyzpq94\/JtvwLwu5jQdmmzhdGWg7+bNYNYaIo4hIManqYRjH\/WnhxM+W1F3xDEn9G1NGZ\/XPDl\/A26KZG4MDyzv5sykRNwZ6CzWF1hp0O+IAR\/qVTpgRgp5KXkzDivjCDiqE4aFltwEiPhGI0HZgJErg06CzWE1hpfg1ekQKKqEsPcLOf8TV8EruBBNVYH9lWYxx1tt7Ih4Rh0HdnDG7kdB3ZrBrDUGh1zCaqrMzhRFbfxti91WaaUijl\/VIfEWko+CqjASjC3gIwi28WIg3RnoLcLWKwPbvU7oiRqJ+YQMj7xM2awVDoxRq6swt1aBACHwRe\/8AGz+C1yY2l1aYg\/sis\/77bVKRZFwYDQd2LIgbgw6DuzWFqGqNFruZLyqzj+yL\/wA7I0avI+OrMR+yK2\/jbbqGMUjPQWIT8IxGgs1hNYad3Rq7CTa\/RkYCEKKvIy1sGjV7A\/8ACs\/2Zf8Ambb2ZeEYdB382ZSJ3QfFoLNYWoaf3PEGYqlRj8isZfxM\/dV\/EQcVScNKw24siPhGPSdmVkSujLQWawlQ0ynVfiFmg1OqQxW8Gf8ACWiHEgBjVNTKkcKS8Gf\/AGbbtKZCKRgNB3YKZeEYHQd2awaw0annEc7VQVWvxYU1WeOLvNgPq+BirhqiEkxNmnA5QzQG3ihjdGrQWcJ+EY9B2ZrBrDSopdbAXuGHgMB4aU6P2hvH7Lqop9S8D0Srazo4c0l0p8VIBCoBT1ShMHYhumSJC6MBoLChcIsgyOg7siKWIoEXjczOjswkXhc2nY7MiLxuDE6Dt5swkRFwYjQdm0oCZeAYDR3ZKSYG5vo7+bMJEBcGA0HdhSZG6M9B3aBFJiSEjFWjt5sWYKBCBj0dmZTMyGegs7AtRsjHpOzBCUwh8WNPL\/FkEmHgyHL7+bUlIEIJGnQWAnC6MBoO7AgkzuZHl9\/NmUmJuDPR2Z2QAbgwOg7s7IiYpGelhZWZ+EYjR2ZJBld6dH4tVkR8Ix6ezASmIgiGGksEpTICwMuX3ZFJgbmR5ffzaglIAuDAaDuyKRA3BgdHdgFp8Vzq0AsBJj4c+gbMLTGN0Z6O3mxYEY2IT6O3mwNIMhYh4dAYAMBdyGgbskIEBdAw0fiwECAujLR3YGoEA3TgdA3ZkGd056Q0lAgbowOjuwU43AfFo\/FgZBteE49I2YSFSkR4dIYsz8OfR2ZBOFwZaGBAKgIhWA0DdqgqBBScDoG7SESmgYDR382ZRI3RgdHfzYGoGd06tAZwNrwnHpGzIoxujVoYs3vBn0dmAAMopOWgMrJgLmQ0DfzYCMLo06PxZWRAXMho7+bAFJgYIyOgb+bNSSSbkcdA2aSmRuZK5ffzZlMSYoGrR282CrN7w5jQNmQThc6dDMJiZpGPR2ZBMLN3p0MBZMBchIaO\/myUmIMURMDy+\/mwEy8GQ0d\/NkUSmiMjy+\/m1DUnH4vNXL7ebFm9EO8+jt5sKTI3BirR282RTe8Ax+T7ebFJKTFPxcPDy\/xZhMgfdzgOX382SUGAggDw8v8AFhKIJEUCMBy+\/mwUUyNzI6O\/mwpMSbgPi5f4sEAg3Mjo7sLTj8WD4tH4tAWZ+DA\/J9mAn9zbl9mIQ5efyfbzZFOBsZDR282IpCAIXBlo7NC0RI+KjIcsfe1oSARcyGjt5tC0AkfFRkOX+LA1okoFIwVoJzYsC9cGKtB2alJF4FImFaTuyKREmCcVaVNSys\/ujxdB2YSnAWRiNB2ZqHliclbMk6cMurZopJTAC6nBOg7swkQ8IhA6FbsCEB4cE5q3ZiEMsDmrdqGUgxkNWksFIKoQGJ0nZg4HDVmWZ8WIjHc7NESlIBF0Yp0nZiyLIkMBpO7OUcsU5nZlEWRAjAalbtRJSCDIYK0K3aiBekMTpOzLGIiMFalbtSsxEYnUdmihCQDgMRgk7MBIlIadJZgiImIxGo7MgYwmNOosRJAKcBh0ndmUiBkNWlTNMCMRh1HdhREDMatRagKRHAY9J2ZBIJEANOktRhaMxj1HZkkiIgU6dRaCQBZEk4DSrdqIgDIYHSd2B4RNOA1HdmYQMxgdR3YEpIiZDPI7MBIiJDHpOzBIiqYxOo7MwRETGPUdmCQkXZDTpUxZAyGHSrdgaZjTrLERDEYdat2oZSJmA1aSzIBOWJ0nZkSCDMYK1HdmSNxidR2aACQFCAGI0nZkEiAkMBpO7MERhEYjUdmQIgJjBOo7sCUkEGScDpVuzUBEwA1aSwSCIxGB1ndhRE5jVqLUNIAOGfSdmEgRBgNOksoiOIx6jszSYhMCNOotArPYYbHdggTkIQOR3ZxEMRgNR3ZGECYjPUd2AITOQnHItwFcIh7fagXKCqkpKSIHJaT9rd+qEDMZ6i3A8Sn3Xtx4SekiD2gUx0LxxASpiS70JTZEAMBpO7MJAEJYbHdknwi8MBrO7PLxD+Y7tVOCZggZ6Tuzsp2GWRaFeYxOtTFodSctZ3aB2UwwTGByO7OyJ4Z5FpBEDMYHWd2o5xI1aywOAG2Ox2ZQAIkMsixGcyMeo7MgQCIqGWosAlMhIYDI7srN3LA6Vbs0kQECnAazuyJEMRgdZ3ahqAMRLVpLMAWsBGOx2ZEicxq1FjVCKceo7MDSBARAy0lgpBTCAw6TuyTiJjTqLOMQBFOHUd2gRAnADPSWYSLQkMRpOzI4GYwOo7s9eI8XUWCFlKECIGAkEndvO9U8UFABJiFaVbt6gEkTskwGo7sKsgHw56ju2omIZmJl5ShUCYGJKjGyrb19jWUKtJIkYzEFbM3r8AkJsGBVqUMmxqfLKwAUgxwClbNvux2CUYQEwE6VevU2YSopGGA0q6vX5NjdriBeTG7gpR9eos0vDZBtJgYalb+vya1KMikGBjjBWlW7NSSVEx6sjs2Ja1RItJ1alb+vsagtRKoERBOo7evJpRaghSjIwMRpOzNLtQCYfu6T69TaEKUcxiMzt6\/NhKyCiJBF3NXr1NlSGkKh8w0K3ZLS8gSCDJWhRz9fYySuOBTlOKt\/X5MyqKCQRgrNW\/r7GoSnb0qMFb6VbD19TWgPUqF7MaFbevzaSTaxTCeatvX2M7RCxEAiI6tvX5tFsJU+BBMNOg+vU2Lb8AG7CA0K3aQowBED4er16mwQYAgAggdXV6\/JlFyoqpJBhZIgeWd2a3r8KIsCF7Qr7\/zaCpQBFkQgrJW\/r8mpTwhRimZtaVevUmUXKvevrULA8XQdvX1MkvH0U\/Fp08tQ+2X2NHvILJsStR8KtvX5sJeAFJsyu4IUyvsXKg9egfqk4DQoZtZfrAMXUoHBJ39ebQlUUgBGQlZV1evtZqUohUpXtKt\/X5MqC5UX6rUPcxiTkdmYfXpuDjsdmgqIURZlE6Tt6+xgLIULsJjQdvXl5tKguWRL0CHxKh4dJZJeIKYe6UJdB3bGmMASkRuxuK9eptJJAACcuhXV5s1hdpegqT8n1aDu1mxE3RnpOzeQxioWeqF1W\/r7GoiZu5nSrb19jNYNpepIScAMek7MkoEro06C2AQBAAszGk7Nko8YAEdOktmYajK1BIAEEDAaDuwUy8IwVoO7MCQ8hpVuwoCyfI6VbtlpK0xtXRq0HZiwLXgHi6DszUkTkMVaVbMQFrAY9KtmKSEAQuDToLATAC4MBoO7CEiAkNOlTMJTZEhgNKt2oCmINwYHQd2FpjG4NWgsFAIIgM9J3ZKSIqujVoLQMJnGwMToOzKwcCkQloO3m1WREyGJ0nZlZGYGWhWzECUwPgGWg7NKxEj4qMhyz97VZEoJGWg7NC0AkXAZDlq+9qsLWIRlkrI7s1Yql1bslpkq6MFaDv5slOybUQJlXL7ebRFRIxjjudmATaGOWrs0lO6dR5f7vr6mlKYWRZMrODsbMVQVIXsk8zv682dsWfFOB5ndoSDZTJeCdCd2AiAjBWB0J3YMhVI3urmevwZ2rxFrM6+zTZuqkrVpSzszwVick7MQ7WF7NOsbNIVcBtTgOYN2YEwSFYpyTsyCZCSsBpTuwFqUbRwPMG7UomJvnE6xs0FJhgrA6U7s1AxJgrVknZgcZi8YxGsbM0k3bx06wyEY4KxGSdmADdkrTklgCboNo4dY3YWTAwUQb2sMik2cFYdKd2SgZyVq0pYKibXiOPWNmEkxF46dYZWTawV4tk7MAGKZK06UsFAmyLxMhrG7BJgbxz1jdpgbIkrAZJ3ZkGBkrBWSd2BqJibxz1jZgk2vEcesbMlAxJAVnknZlCeCsdk7MDSTK8dOsNIVEAWzgOYN2Eg3ZLHhySyAOFleAyTu1FEmBvHA8wbsyo2jezPMGzSoGBgFxgrJO7MgkmSsTknZgoG8LxxGvswDIXjp1hkAYiRyyTs0gEAC9pyS0DtS8Zw+UG7ClY3zq5gaLJhgrDZO7UUyUYK1ZJarSwTHxHxdY2ZJUYC9O7rDKE4QVjsnZk7BiDehdyS0SjCrvijIcwbs7UjeyOvu02YjBWAyTuwUyMlYHJO7BSjIwUdWsNxHtRq+nIrDh\/iqrnLykvKkphW\/cuzFa3DxFldkZkYw7N2qgYGAVqySxA28FY9KdmFPDUle1TXFGQ+q2snFIBSIhL4Wk9iMQfNtkq1AzOevu2lrPhqoa1eh7WFT0SkPbsXi3Du39OLeR3wZUKBBw5prgYwdUtaBM7BTB0ZtBXiPiOtlegJnBPMG7c8eEquMAKbXqcDEVm93\/iY\/snRQBZrXiBMhhWK9+5YOjvAYqwOsbsyTOZHi1hudPCzg\/wDvjiAQBkKcd2DwnRySf0zxBGf\/ALwVswdESY4nHq7MomIETlrGzc2eEXNqP6d4jx\/+IHZmnhV1FP8AtziEws\/tzB0YJhictY3aSVQ8RjA8wbtz39lUQFmveIUyGFMG\/kyHCkEy4g4jwP7Wnf8AhYOjJMDeOrWGZJtG8cesbNzR4WVMjiLiLV+0uzH6Uszwu9jLibiIT+XdbfwMHSJJlFRy1hgKMhaOA1jducd8M0lJEOKOIYSxeOf8jP8As1TRNHFdfiQkTRzn\/wBmwdEVY3t9Y3YKrwvajrDc2vh2tYxTxdXeeLujHP8A7NkOH66DwQ4vraETi4oxz\/gYN\/SaSijUdT16sJQhFpS1PAABGZJ+1oo79FMcB+4pKHjpQVZU7fAgiOMQ2jeVJXAcKt8V1jZsztUWjmUdrDfNKj4G4re8UrrThquKfUNWF4ovlPnDpApUxNLhIASDOaoHCTWJZmH2p5RwSqC1CZ5nZoLoJMA9OOHvO3r62zFKggi0pRnE2Uzk2JaSHgUSrGck7NuJlmYhhEUkH3hULvNGfr521fFVYUiquGKyrSjm08olEeP0pL0QJSCZwyiPsbZJJgkEPJWDNKPX3ZNp+N6G9p\/BtcUJ0l4p4+oL1CQEpiVEED19rbhh4\/ZpX1M4l4CquvKdZRSaU4Ut4HaglIIURERwkPmbW1vxPW1E9sVUcNofu\/0bS6A+erQYWveJjAhWWGDa7\/R6pjt\/7JqrdCT2ipeuHibsUqS8Mp4eRbia74jcVh\/pN1GKItTyiuELoYepgULWUKKgk4GBUB5tqu6W\/QCFzEFZiXvBOXr62kKiUwXjZiPeDP7\/AOrfHOCOKOPeK+JeIKiS\/oVWuasp7xBpnwUPHgRFQQ7CY2cB4jFvVVHtJpXD\/wDaer+NbL2lVAl2+dvaO7Sg0t0vw3clTSDDdpqtvqdJW8+DPPdLIeBBsn3oM4+vqbhfYJxTXHE\/BtKpFe0gvadQ6Y+o63loJtAEERh5wi3oqF\/xnxFUdHrgv6FUriluQ8cUcUUP3iUk3StRUBGE4BLfKPZ9xm59nnB\/E3wp2abT1V69ozh2kAJePIeI4wEowG7XVLfpBbxQUSFkC9zBKXryYdqgoRWVTGvth682+VUDiXjakcSVOijOVVhQ6S9UKyCqqXRXdERATStZiqETjjBjgrirjriqua4q33VUVaKspZcrfFwp4tQvWbtoDATMdmmq2+rBXhAVGScT3PduQ9pnGVI4Qo9T0l1Q0Up3TqwdUR8VLgXaVE3h3l5NzlG4n4uVxBS6rrxdD4eo9EUhDqlLoCngpYib4VasIHYkwbRf6QTun072c0WtaHXVFpdGoVIcvHhcOBBSrZAUFBRgBEXf6tYx790mX25RiJQIIVpO\/mzUSSqInFUJHbzbhXvEr2pHVWVZSX6q7retEk0Wju6MlzBMiVqMYBI3x7Nhrbjl9U3GtT8O1u5oXvq1LyyijpJU5kbJJJvWiIYDBpS271IV7yJAhEEyO3mySlZKTAWbmAP3+u7fNqv9o9YVrx1W\/CdWcMpe0ugP\/wBet6EOvdWfGowJBiRCAOOTe\/h\/jxw+rSs6m4iojmqqxqp27fvwhVt0t1CNtKpYRnKXdrUpbu\/jEuVFITaCIpEDjHz9Ztxvsq41pHF\/C1IrOsaM4odKotKe0WkBMkWkkTBJlJQb0VNxFWNfUL4bUdTOl0BaR7ik0tfug+FrFKAFKA7mG7fLvZRW9C4e4Q9oH6foTukigVq9e0mjpQFpVaUkAAqlCIzGTKLffSuBN0FMVYA4WR3ZoKytJsgAEQl+75t81rP2pVPQOIquqVNUUt\/+kqAml0EuXQJelYIS7sxkYDHDybcOOMX9E4ioNV8RVA8qdVYqAob8vkPULWE+AlPhVPyyBaUtuxBWkAKSdGnY+f5NjtrCfDkdH73n6xbmzxfRKRWr6q6nq2lVzSaKpCaSaMhCXTlQ0qWtQTa7CMG9PCPEFW8SUWlqorqw9oNIXRaS6glZdvEriREEg7yPmyhvFLWVqggWYL0nfz9dg2QKWSohOaoS7ebR7pFpZLoQvj9VufP82yl07io2Zkq5e48\/zbNwtJStVoRTAApjIyl5t63M3aZYWdP4tgTR0qIgmUU6P3fNqcuChSYCAASPBsfXk2cqlrG2UWoC7kMjv5syFQMslZHdpsS8Iw+T\/eZKSSkgJyVy+\/m3N1WqN6XVpOzBjamM9js2NYiVCyJlXLO3mzs3hECNoT92enzaoaIyu9OSmYF0SyGSt2h2kgCQjd5Z+9mkXBdGA0HfzYqiDAiAjPSd2atUp3tJZEApwnPSd2ShNUp3tJ+9ohwMTAZnJWzBEMR\/RWzSoGJgMzpO3mzswHh\/wnZiqzER\/Q7NBjKWQ0KaoQULv+E9LQUiUUZDQdmELUiSopTMK5ZObBREqupxVyyyXC9dGCtKt2FwiZDFWhWzEFgRNxPiPLPSyDsRTFCcU8rszVZj4B4joV0sAAKTdGnQrZikh2IAWE4J5Xf15M\/dgA3E4Hld2kAQTBIwTy1bsyBZmkYHlq3YKUiIN0QvS93H19rVYBV4RidHZoIjGKRq0FqIv+EYnQdmIXu5+EYp5fZl7sBIuDBPK2PryagIwglOKdB2aABACymME8tW7UMoukFIMjyu7NSIxujFXK7NJEiLIwVy1bs1CarqcVctWzAwiYujEcvswlAu3RKzyvX4MACPhTGI0HZhCRFJgNPLLQFiKfAMPku7JSBA3BO1yvX4sFIswsp8PyZ3ZLSCFCynVyj6+9qGUXo2R4o\/qv3fX1MJR4TZERZ5Xr8GCAVeEY\/JnpYQkAi6nTyy0UBAsgWBgOV3ZqQIG4DJXL7srN0AJTgOWepgiRujBXLO7EUUTUbIxVy+zIoBULgx+S7MECKro1cs7MBIj4U4\/JnpYJS7As3Bp5Xr8GLAAk7GA5PdhKPDBKdPLPr7mQSLMkpwHLVu1VZQIG4MFcruwpEVm4MTyuzSpIsm6nBXLVuzKRExSkzVyzsxFBMFC5mOX2ZBGBszu8sevuYsiIujEcs7MkgQFwaeUfX3NAe7u+AYfJDdhbuIVcGCuUM\/XzsilNnwJIh8kd2S0g2riYQVyj6+9qq7M\/Bq+TGzCUAWbnTyx6+5lZTGNgeL5M7M0oF02U6eWfX3NEIIl4RgOV3YCMbgwPK7sBICRFKcByz1MlJFk3E4HlndimtGNyMbXKj6+1j3d6NgYx\/Vdml4kWSbCTG1yyfX2s1BIVGwnxR\/VHpahpRAi4NPK7MkO4AD3YwTygyAAs3Bp5R2YdpBCbidPLLAIdgAAuxlyRuz92AIe7GHyI3YsgAXE5co7srIhCwnD5JXUwV7uEbowVyhuzKcbgxVy+3rzaVIxup1cs7+vNqKQCboxVyzs0Q7MwLOY5fZpsAECwJWeV6\/BiAChdGI5Z2YCRaTdTp5Z9fcwJKIDwDAcruzsXYe7GB5XdpCAALiBJPKO7BSAIWE4HlHqaqakeIFHVyo+vtaigFRFgY\/JdmlaAbVxOrln197Fke88Ccfkz0sFJRAAWBp5bFkwF3IcvuySgCFxMbvLIyYCRBNxOA5Z3aIZQSCLIwPL7sWIq8IF48ruGVkQN1OB5Z3ZhN\/wpxJ\/VndghTi0mBSnAS90N2ZdAJICE4K5XdqKSRABMYDQd2VgwVEJwVG4d21bKHqTFRDsTKuV29ebed47eKepVYlaj+q\/dhj9vzN7FpESYJxVoOzJQdhQilPiGg7NYyZnFrkuCLJ92LQCOTDCP0fZ87CXVwfFiQAh7j97z\/p87eoe5UEgIGjlK39eTQp2gIBSlMgBD3SuqO7dNmactTeAuGXtNpVNdVeujPaUFfCBRlPHSX09SUqAV8+LKsOA+HKWKrS7q53RP0RSfhFD+DurBQqRIliCRPdukeITespEwvlqnE+f5tVgFSgkAQKj4D0+vqDW0pp6j4aqyqawrCnUOj2H9YP0v6QookVBMIid3PDCLaaufZxw9XNfUmuKzozx+ql0JFDfObFlCkhQIVIxChATjJuxSiaTASKY3D0+cvs82hKIWCANEvdkYHz\/LNllOZoHB7mr6A6oDiuK7NEdOQ7duS8hZSFSAUAFQhLHu2s\/wDZTweurqwof6NeJcUx775SbxKHiYhK0mMQYKOc27YugUSSIQ+TV1Rwj+eJZ+6ilV0EQXy1bjv+fk1tHPULhKmUV2lwriiuntHRaCUKduyrAcyzaO0YxODZqg4VoVT8Q1nXVG94X1ZKdKepW7MEqSkxUJ4mOOTb4u\/jCQEwiqfu1dIzj6wDCXdlabohFOhQ0+f5ebLHOU+puJVvXiqu4hcOnSwmyik1aHhdTwSoKTLOBi3NUf2S0Fz7Pq24aNYP3r6tHgfPaStz4HloTSkGQlh87fSHaBYTBIEAgfqzufUMs2aU3EkJEIDF2erz9Ylljiqy9nlHf1lU1cUWsH9ErKqqIaKh6KOlaXqJg2kKxMyfnbz8Seyyp60Apwf0n9Ou6QKQmsniLa7SSCAUyFiEoABu9WkQUbAIKVS92oxirzn9vkyeJvLFkEG3y1HL154BljleHuCqHU3Gtb8Tpel7SKzDtK0FxBLuymdkxzP3TbScY+y2icScYIrp5SlUeiPquNDpTl25sqWSDZUDgIGEY7Bvodke8jZTC18kenz9YNKEgFAsiVjlKGHz\/l5sscdw5wtxVU1S0epnNf0A0WjO0unb5VVkvrAMoxeQiPLu2ld+yZ25ovFlGRXNIfo4gcC2p9R76HwUSVxEJEnCAb6eLKU2LAhZSIe6Vv5+sS2N4pFlQKdKx+rVv68\/Jg4Ki+zOi0eveE61VSULXUNBVRVpFHk\/NiCVY7k+bbL2pcHvuLqroLmgv3dFpdEpzqkIelBTdAvAEdv6gBusKnQUVGECV6CcR6nngGHikwghQSskQPulGBswjj6wZ3HB8E8FV\/wnVFJqeg1jQHlHfP1P00t5RFF+CsxmLUCRvFuX\/wBHqivKk424+4dfvVUg0emO3qVrdxUsKJvEdxAt9ATWXFFCR7uk8POKyhYCH1Eeh1amYRQ8IsmGxOLaH2W8I1nVVecRcUV+l1R6dXb5K00V3F4HLsKkCoYqMvtaj6OsTV8UkxDyHxJzPn+bNZgVRdgzVySdPn+bYrDslULMw8H6pWZ9ebUpLuC7VkzWf1Sun19QbKsyHhSQUoAFpMfi\/wB319TZ6KsPEpBQAQE8vv68m8SVO7aZAAKTOwoaYetvNvdRnaHbpFlABITOwQWxnEQ3hMrsgaBh8kd2SkCBghOCuUd\/XmwQCPCMOhW7JQEDdGCtCt25uhrQIm4nVyicmLAteBMbXyR6fX1MlQiboxVy1bMGFsXR4vk1dLFCEAQuJHh5RHr7GAgQAsJBgOUd2EAXYJA8OhQZJhKQjAaFbsF2BO4nA8s7sKSCVXBq5ZPr7WUAYizkdKt2FARVdGrSpgFIETdTieWdmLA6E\/8AhnpYUBEyGJ0q2ZQBkBA\/wq6WgoIFrwD\/AMM9LSUolF2DIco7NSUC1gP5VbNKkoj4MhoVs1CXG9AZK0q3YeRiqQxVpVszXAhQlgrq3ZLhFWGKs1bMDgQZgeLZXSzTiDLFOStmRgNvFurpYELScMU5q2YECCB5JyVuwoygRkclbsAiAnknUrdmSAmex1K3YKwB\/vZKZk3zhiclbNKiBan1alNRIiT3Oo7NETaEQO6erZpTgAQIwTkrdrEDDzTqVs0kgAA7JwUrdqotCzOGCslbsyRE4YqyVsytQTjkrUrdhXiM81albMDBvZYjJWzCVCKZDTkphJFqEZxGpWzMGaf7upTArQs5YbK3YVqw1ZKYPgxy6lbslQvT6tSmB2haOGJyVszSREYYpyVsyJvkRzOpWzCTAieadStmABkMMBkrdkSJ4RgrJW7MQgJ5DUrdkSJzGB1K3aClHxYaslMAzyx2V0sKM1T6tSmBCOOrqV0tUSCSUwhinJTAhZEIYDJW7AxTMadStmEkSnkNSt2KI3SJYHJW7MmEfNWStmRIAPkdSt2asTMatSmgYhGPcZK2ZJUICXTkpmBexzGpWzJIEBPp1KaidMZYbK3YUcTIiCslevUmCbsjl1K3ZqzPZWpXr1JgqN7KFrZWzJJjZhDTkpmDFWOrqVswg+GfTqUxE6RIGQyV1MiIAmUIKyVuzyjHIaldTOIAM5QOpW7FJ5MGAGrJTKF4xh4tldLUvAzGrUpgmCsRj1K2YMSUXhgRFOle3m1uwAkSEIJ0qZO8QQrp1L2YSoEC8NOpTAwQAIwwGlW7LLLDZfUwJgTGA1K3ZkiGOR1K3YGSIGXVkrdmTMxAxVCStmkyBn1albsyYRnmrUrZgYKQcBGI0q2YTCIw05K2YGOOfUrpYTiJjTqVs0EygBLBOSt2RkJgRgdKupmmEBMYJ1K3YPhhEYHWrdqBUIKiBG9kr16kzlbhAeLZXSwoQConq1KZ6jPPqV0sDTC7IaclNKYCAgMBkrdmicInp1KZiEhEYDUrdgWRwwOSt2eo4YnJW4ZEiB8jqVuwDFcJYkeJW4YMLxZgoBQjDpV1evybEtb0WrwiLeSzmPX1NmU5BipJExmpXV6\/Jsb5CoKJKZ28Srf19jdImHGYlL1bxRMMQVSIV0+vzbGEqUpIKQYFOlXT68vNsqioKULKZKVmrp9fmwXpCkwSmMU5K6fXl5tpGB26ISm6keDQvf19rC0koBTCMITSvC168\/JqD1ZCboBIRkvc+vrZxUpOCYkYX+r15+TXujE9TELIAjBele\/rzyayLxCQMVaVdPr6gzWVKtAQlbzXv6+xsVZpK6LSEIISVIeAG0sEEox9fMyyIT76juniUrpLgKJSIGMfD5\/l5tTtKVoQt2UEQRghUIR8\/WJb5L7GP7PJ4Nf0iu1Vb71FNeJePKWRaKQJRJ9fO2w9mop73jOsKRU4ep4VsoS7Sr3nu1PI4ugZwkY5YNyjkuvu9fJ4TSc4v9P9pfSCke7MbMAky90s69oz+3HBrMPdrNlMAHkrCzmPXfJmZomkQAwv9Xrz8ml7aQFRCcHh17j19TdnkWZvCYJgFGNxfSM\/WzNFm0kpCZFOlQ0+vLzbGtQCyRYECqPjySPX1NbsA2SLImnr6fX5tECAgpRJIgEDwq3Pr+pa0pi7BATgMUq6vX14NjRoEEQggDxbn19bMA3TIyHX1+vyYq1BNlXgIKVaFdX9ft8ml6EhazBJEV6VbevqDQswQowTGCo+Pq9efk1KsgrMARFfV69SYGoCIWQJr6FdPrywxZOQkWDZTg70LH2\/lmyIiQopE1Z25XfXl5skSKUwELgwX69TaikqQlEVBATZTihQna7n1m2QlyEGKUKEFQilW\/rzb5\/7a0Pj7PaVSaK9Ll5Ri5fAi3GTzv5x3k3Z1U9+E1HRKUspWp9Rwsm\/OIDYv81Ok8dccZ36zMf2r\/tsXgckklDvFU7J6fX1MlCjgi67haHLPT68mxrdxUqNmJKurp9fY0h2m0EgJhaTGIV0+vLzaw5pBdAIFl3CDvkq3\/p9mJaAEhMSHRBT8krr8\/WLW5oyRZIDqdiEUr+31u2X4KqyLJc4dKuprcQVMsBeOx7yPuph5y14Rn6zyarSVqVFToi0rQud31P5g2VVHe2VxW4wXMIVv6+xkU0hKv1juFpWShp9fmy4KUhM0wCZKTCCFdPrybPQveB2kLhAWYGCt+7KipehQ94tJEUwmoZNnEgmBGnUrdueU\/J0xj5koyyw2V1MlnESwVkrdnljl1q3ZKMAYEYK1q3bDoFGClSzVkrZjVl4hkrpZqInMYq1K2YJFrHMaldLBKYkpw09Xr1NhOAiJwHVuwk+GfTqUzQbonOA1q3YHGCT5Hq3ZLxVCA8WSmo+EknI6lbtDzVMDxalNAKmTOcT1bMGY2V5K6WFDERzOpWzUYBJnOHUrZqAeKUY+SulkSJXDgNCtmrHMfSrZpNmOAwHVswJahBV\/JWpW7CliKr2atatmpUAFQeZK5vdiUVX81c0+vuYEVfvautXSwlWEVZp1q2alfx5\/KdmQPhvyu83swSlUUg2zgnWrdgKl48jrVuzBkL+Seb39ebBwN\/I83uwNRxvdWtTMqn4szrOzBICTFfVzPX4Mzj4szzOzREhUxezTrVs0hV0G1GSdat\/JrGIFvNPM7MhAAX8k83u1VJULPjOCuYrdmpV5V\/q1q2YOBv5K5vdmrE3+rmdmgAoA+LPrOzMK8N7p1lgER8cZ\/KdmaCLt\/p5kWIlSoI8enrVu0rVJV\/q1qa1lNj9Zl8p3ZKON\/q5vr8GAtQUb2Z1nbyYCrwvZp1nbyYVC0b+Z5vZqGV\/p5nr8Woi1ACKshrO\/kzKpG9kdZ38mMgfeZDm92cZG\/vzO7RQTNV7q1lkVQVC1n1nZmowJvzvcxiMTNefynZiJC5pvdOs7eTAVgLUZJ1q38mYxTf6eawCAALcZDm92qlagk3o3TrO\/kztzItdWs7eTNULJg8yPM7sjifjITVzOzAwqYvZjWdmSV4CPTrP3NQx8eY5nZknAX+nmevxaIi3KFs4dat\/JmSL18xgrWfuZkiEfeZfK92ZhP4zq5vr8GqgKveLPrOzJKxdv9OstUrcl6vlOzIQu3+nmevxYiUqui9kNZ3aioQN\/I6zuyl8pkMXvdhRED8Zkeb3YoWqSoK6tZZW7xv59Z28majGMHmFrmMav1mfynZgkKiU3808xW3kwgxA+MOnmK+5miBUD7zp5vZh3AgfGR8PNi0CSqKQbZwGtW\/kwFyMFxl1nfyZxEAA8lAT973YBAH6zL5Xu1ApWMFdWs\/czKoRv5nWdmFHGDzJXMZxEVX81czs0BaEr2fWdmQXhelFOs\/czzmuURzOzAMwLfTzOzEQhchBccOYd\/JgrEIheR5h38mpJFkQeAyTze7IQhH3mR5vdqprVJV+Hi5hZFcD4s+s9PkzXqJeQ8XN9fgwTeN8Y\/KfusCdqBsm308w\/czC4AXshrO\/kwkzHxg08z1+LAkkX8hzO7QCl3I2sjrO\/kwFXxePiOs7+TMkQIt5Hmd2JW\/Hgo8xiMFJU+S6i7UMBrUc28rx6qCip4qMF61ymNh6wDbKRT48hzO7StCClQJ6uZ39eTbxyiGMsba5azaWLZxVrV0+X5ebUAbaYLnFJhaVt6+1vat06BVMJmrmdvXk2B5ZSpN4RtASenb154tuMrYmKYEqISmK4khGtc5+vPOTVbFkArxGPvFdXl+bYxp+NxCMXx38vzakFJdzexgPlj1eX9fmbVIyKexCwFYW5+8V93rANjekFSha6pW1dPl+XmzWCCq\/OCuaR9kof0YeC+YLgYkfrT0+vrZQ+S+xWoqjp1Grt3WVWUGkvnNavHdp+7tGzCIEx2LXWlKpFWe0Cr6p4KeLeUYuCafRnb1a3Dnp\/hV2EJybtkcFcPF++fooykGkvQ9foRTHiUPFkTJSDAk\/1baVZVlFq5yHVXOaNR0GxFLtcI9zAT8824RxTVPfyeLxnOc+838p9HI+y+uaXSvZ78KrOn26TRffB6p89UCmysm980G1\/s2rhde+z99TK6rl+6VRHz\/3j\/4Ut2bIgRaUMp7t2j7hyp3j54\/VV1D948it5furNrFQhAnvBvLS+D6gfVXTqsVQnTui0x6p8\/dofFCVLEJyw+aQbWmXZiebimcu1XMT\/RxfB1BrjiTic8RO61rOgVA4eK+C0ZdMek0opHjVEmCPybZe0OlKoj1FU1XWFYv69rBaRRXKac9SHQImsgEQSNjtNuiofCdXUN07o7qkU8OkRSh1+k3tlIsiAhHL6ptjPA9Rva7NdAUlFOeBKC9dU94k2bMISPb58WnTnWm58RhPJtPpHp2\/3\/5ctxJReJOF+A6LT3NfUqm0+gvXdIpKlv1qD1JiFJgdMwfp7NFN9ptLf1lQDUFBeVhQXNGQ+rUuypZdBRwBlFQjPfDJu+d1HRDRX1EWp7SHNIdpdvUvqY8ehSTEEXo4xyxbFwxwxVPDtWmh1RR0Ud2u8s++JKzaxJ\/p\/RmmUT2lI8RxTjO+Nz\/b1\/6+T59xTxpSKZxRV9L4bpaqVQ6DVtIptLcu3irKjeCUrGMY2ZHBttwO4p9bcLO+JK04nrBFJpaHj65SSly5AyCIWYCE4t2VD4fqig0qlUyi1fRnFIpST79aFlJWAc5N5H3B9R2VuUOFO6OorKqOimPEOY4m4DZ+aDIwm7knxHHrGOMV6d\/m+ZuuKOLqxrXhx4a0VQqLTnr2iPFoEnlkyeWSIAkQ8jFuq4qrGm8MqqqhUGmUl\/Ta1fO3AfUqkvHiHW6oGAjEyH0t1VK4dqulmgoeOHQd0F+HlHQh4QHagmUBD+nzt6K0qerq4oiKNWjhzSndwgLekwM5g4g7ETLIwyiJ7mXiOLLLGde0Xcf7OG9pFSJR7PqyXTK+p1IepogUC9pSkpWoGMLAABjCQbzVe54orKoeGqVQqwpKam\/R6fhLmiPrD4rAgSVKhKQkCM927dxwrUrlFk0ZD82ALVJpCn0BayK4wGUvJsv9n6G6obmjUGkUigO6OhSXYo9JUkARjCzhntJpOFzaR4iIx19e\/wA4+zw8N11VBrV9UbqlU53T3aVLVRqa9eFdkJ8SSqMR5Et0aSIggqxTK0oZevrLaSqOEqrq+v3teF6\/pVZPEqdGkUikFSkohgBAAfR3boUpRaT8YMU80nT6+tt43Ed3n5dZn8rBaSEhRVK5qUfXqLIvYJgHhhDH3i+ry9YYNmsJVD4xGnmn197IIR7v9YkiHyx6vX1Nu3OmFVJJC\/jZALmFq38vyyag+mo29RxeKGXl+Xm2Qu3MSfeAGC+dDP15NRdOgSfegTPNhl6+tpcFSxJfKiLK9SZ21bevtaqLSXqykE2hdwUrfyb0OkoKgLSTMYPO3rzbIkAQgrp5nf15tnKY9msYn3TauxtZdZ38mSlQEbWAVzDv5Ncbvjy+U7sj4TfhJXM7th0Ja5KNqE1cw7eTK1FQNrPrPS1KMzFYEzzOzJRisC2MflP3WioSvw3oxs8w\/c1O1XU38hzCc\/JhGCR7yPh5sfX2swRAfGZDm92oSlwHi31nfyYW8gTe6tZ+5nGA8e\/M7sKMCb41S94wSpRnezOs7eTNS4A3v8Z28majAqivM8zswsiBgvfmQyYHajq\/xnZpUqfiGA1q2a5A+PP5Ts0kka04DF52aItRgDeVgdQ3YUTO8dWoM1WsgrA5DdkSqclZ5BgCoxxOPUNmAZgWjiNQ2YNoaVGew2ZiMRJWWQ2YJBMBfUZDUndiJh4lYHUndmm1ASVgNI3YMelWB0jdgCTOZ1agzJiSInHcbMG0IiCjjkGZjawOOw2YiQYEXjiNQ2YjEC8cBqG7VOIkcsg0wNkAg4DSN2KUYjxKwOpO7MzJvnPMMThgrPSN2ZiFGSsTpGzAZi8cRmNmQjAG0rAag1CJyOIyGzKdnBWA0hgRnG8RjqDBnEW1Z6hsyXGcArPSGYiVGSpfujZgYiT4jjuNmSZwvKyzDAjESOI0jZgRldVlpDAQMPErDcbsEGBvKzzG7E4eE4dA3ZqjO6c9IYBWJvHPMMQmLysdxswqMTdOensygYiRxGjswAyvKyzDIRh4lYDNO7ABgLp08sMCMPCcByxuwOBgbysDmGcDHxKxOY2aZwIsnPl92ZBjGycTo7MDgY4qxGY2YEYAxVlmGQjEXTiNHZkIw8KsuX3YGYwjFWBzTuwoGJNpWeYaVAwN0mSh+rG7MgzumceXuwXnGKsdxsyTleVlmGQJiLqpkaOzCCZRSrLQxBlC0rAZjdgyBNpWeobsTE7Jw6O7MkzuqwOjuxSVKN5WeoMHxeJWPUNmFFU7pz0Bgxj4Tj0DZgAMLystQZJOF5WWpLAjK6ctAZiIhdOWgMCTleVlqG7P++rDcbshGAuqy0BmAbOBw6BuwMgzgpWeYY3vKxOY2aTGBuq1aGJiN04nR2YLJnCJ+kbNIECLyjhmGc44HHo7MomIuqy0dmIADAXlYDMbsoECFtWBzTuwImBsnAaBuwYwhZOB5fdimYwItK1TiGJ2oWlY7jZgxndOrQGDG14Tj0DZgYBleVlmGMvEcNxuwIyunLQwSYeFWHR3YhQjEWlDEeIM4RPiVjHEMpx8JxOhgExF1WWhimI2cVYbjdhaVKSQFqEjgRuwCYCKTgNHdgxgbpwOjuxHme0Z4pZPvlzJzDSmjvrQtLUZ5rGzeoiJN04nl9mNQunEaOza3lnSHjTRHhhF4vBOsFmKEoCPvl\/MRu3qEgLp08v1+DGXgP8A4fdrvJpDyfAFQI9+8zzG\/r7WaqvtAgv3mcgRs3rOd058vuzMYmRz0dmb5GkPGmrwID4Q+x3GzNNAAh8e+06h69Sb1Zi6cRo7MCMRdOnQ03yNYeQUAWP95f4dQ3ZKq4FJHwl+MdQlNvWP4Tly+7E4G6cDy+7XfI0h411bGJ+EvgZ5j16m1oq9KZB++M+obN6VRndOrlswL3hz6OzN8jSHm+AIMPjn0oahNkavSoAl+\/ywUN29QjK6ctDMRgLpy0d2m8msPH+jkwP+s0jA6xKbM1eiB+PfjHBbeo4G6cDy+7BzunPQ13yNYec0FOT59j1jZhNBTdtP3xhDUG9M4+E49HZkIxF0jDR2abyusPL8BTD9e+y1Ddg0BMCQ+fCR1DdvSMBdyHL7sxGBu5HR3ZvKaw85oIjH3z3E6gwKCm1FT58QT1DZvScTd30dmM8Mxo7M3k1h500NAh8a+PhjeDL4EkYPX2HUN29AkBdOWhlAw8OXyfdm0rrDzmgicXz3BU4jdj4CI\/rnhmcxs3pIkbvVy2MzdzOjszeU1hhTRILSr3rwwIMIjZvQkEACKjhmGSRAiWY0dmQjK6ctDSZmViIgzGGKsNxuwYzmrA5jdliPCcPk+7I4EWTgeX3Y0aoxM1Z5jZidrFWO42YVGd04nl9mU4i6cRy+zQNMZTXpzDABhirAZjdkmMBI6eXBicPCcPk+7A4GBmrPMbsKTeN5eeYYMZ3Tno7sGMSbJz0MAfNWO4zYVExmvPUPJkoT8JxHLiyhLwnA8vuwWIg6s8xsxAxxX9IZQngc9DV\/dP8AKxHneGRkMFZfvNKjJck68gwwxpkRMzCcdh0s04iQxTl2YYaiFG4DBOCchuzR4DJOrIbsMMJZBO0IDVk1HxGQx27MMMQk4iQxGTEoCQwGXdhhgAAQbqdWXdrITO6MTl2YYaIEgSkMsuzJQTDwjDZhhqEUpndTnk1BKekfQww0DsIldH0MglMRdGWTDDVIIpTO6MNu7BSmd0Z5MMNFhBSmJMBicuzNKUyNkYj6mGGqkEiUhKz9bOymch6LDDEJaUzkNTFlMTIYn6mGGKYAiJDJkUphCAwH1sMMQrKbeGosQHvRIZFhhimEiIkNLS7SIgwGCT\/VhhoHATkMNu7CgJyGCsmGGoHgEDIasmkARwGO3Zhhik7SkqmkSs5NSEpteEZfawwwUEph4RgnLu0hKYGQzH0FhhogUkTl1BnZTEyxJ+phhgpQBMCNvqYAERLZhhqhBIAkMh9bQsAFUAJJP1sMMVRSkhUQMVD+jXZTHwiZ+xhhoSaUiAkMml4BZwGBYYYCym3gMT9TJ2lMpDAMMNRVkACXqLJSRMQyLDDRAUi1hjFgpFpPn9jDDFRZAI7Wc+7NKUzlgPtYYagCRPHPPuwoX85xzYYaCB4jM4jPszSJeVlhhqqgBD5vtZWRZVjgc+7DDEQpInjnm1pETExmrfswwxTAlnlm2PAQBOAz2LDDQhYHxeeG\/diHnOMZsMNUUBEjGZ37NAwzyOLDDQMC6McE592sJBBHnmww1JBAn5n6mcBH6PqYYaIkgWR2AZWRCE8N+7DDVTsi9\/ezarI\/r9jDDRDCR9X1NiIACYRlDPuwwxYSBASjhv3ZqAw82GGKFpBj5nPs0qF8GeO\/ZhhhCUiaccEnFslkSHb7WGGpJvAIH52xvMVdwo\/UwwwMfrId4\/U1LSJy3+thhguAtQ82SlEGWwYYaD\/\/2Q==\" width=\"251px\" alt=\"system design\"\/><\/p>\n<p><p>Sharding splits your database into smaller subsets.This reduces the load on any single database node. Below are the essential scalability patterns every System Designer must know. Once you master this, your architectures become more realistic and interviewer-friendly. In real systems, you\u2019ll often use a hybrid approach depending on read\/write ratios.<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A great System Designer understands how data behaves, how queries perform, and how to structure information so [&hellip;]<\/p>\n","protected":false},"author":13,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[459],"tags":[],"class_list":["post-92730","post","type-post","status-publish","format-standard","hentry","category-development-news"],"_links":{"self":[{"href":"https:\/\/fx-trader-taku.xyz\/index.php?rest_route=\/wp\/v2\/posts\/92730","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fx-trader-taku.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fx-trader-taku.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fx-trader-taku.xyz\/index.php?rest_route=\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/fx-trader-taku.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=92730"}],"version-history":[{"count":1,"href":"https:\/\/fx-trader-taku.xyz\/index.php?rest_route=\/wp\/v2\/posts\/92730\/revisions"}],"predecessor-version":[{"id":92731,"href":"https:\/\/fx-trader-taku.xyz\/index.php?rest_route=\/wp\/v2\/posts\/92730\/revisions\/92731"}],"wp:attachment":[{"href":"https:\/\/fx-trader-taku.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=92730"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fx-trader-taku.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=92730"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fx-trader-taku.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=92730"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}