谈完并行执行的原理,咱们再来谈谈优化,到底并行执行能给我们带来哪些好处,我们又应该注意什么呢,下面展开.

Amdahl’s  Law

再谈并行优化前我想有必要谈谈阿姆达尔定律,可惜老爷子去年已经驾鹤先去了.

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0/BnY4rRNmIgigEosLn32dlb+LcvUGW6VROgBTsrpy+aonR5YvXEE+MQjCH/7nmbq9SQBQUaU0Om8WCuvkC2o6ooJS7gOwVRppbE6yKcXV6/NWllt3PpDluxM8lyWWFevM+QSAsUkHjWHddfVQltgu2hYsRYGxVEopx9adnn8B25IVCELJqCTbd2vcdHPu3k/HlkYQzJSurVzySJbOvX8jCKFCi9lXr8/YYhkwggA/KqSILssXG1U1dX0DQTAdW8a55Xfvd9eEuYvzVJb2Nb8Q4E+AH//eJM/fLTXWYKjeDEEQ/8HH2XT1RJZYVW2ffY0ghIxJtq/NLkHhMeSzF+j4NOQXbp00y31P27JVCEIQhDOptZSLV7I/tIZtS5YjCGDL1pVPns3YZp3yCYJwKihZQ6TnQWYFFh0azSo37yg3bsnHT0sHj0iHj0kHjzi2/u7YuMWxceuTbYu4fpNzzwF9EDhXcPy6lYQY5BPOj5vm7b7YIfGjJyEIYopXzSNZCnMWIwggwMc6a4Hne4nrNhAQyBSvJp04nU1XT2QprvuVCktGodHCgqWeB+GSFXPf4QgCDa+0Vkl3mTfY6TSP+JAAPxKi6OgSD2Xmbhe7wzJ4NAFgaNwOW/iMjdYZ80mIpgIS5TP/ehFnBoqqIko+c146eNSxZYdtyXfWKbPNA0dybXtyLbswJWvQcWXo+DJUZEkCID2zRgCY+7+NvXnT0MkKlSDphHIEgLF5J2+zKbFT4sdMyUNZKop18mwEgQRANtOPj+905jxbqQ7yDbZOm5t972xl6dy9ny5SDkEw/95kr35z8uFjVFAi6RdrX7Yqm4iv3TTUaYkghIQYBEHSgX+yPbhmsRqqNSHAx9R9wMON1unzSIgmfeO9evLRCFI6dFT4bImp5yCmVHUqvASCMBKiqYgSVEwqHVeGKVUjowCwoW5LY+P2xqYdjE07PtPam3oPkU97fznQyQws2LlO/QgIYMrUlo+c8G7fh7IsWsX55/7cj423Woa8hyAI+YaL6zxaGqHeJYwtOxMAXLteHr0tu5eliki2SiMCfI0tOntruGYeNgZBMFulIeZ59z2du/dTIUkkRJEQgyBY+vtItgdXb96m/BNJ30jhsWvPA1n6JTh37/ckQizYnNv/NPUYSAUmId8oplgVtmojY4sulqHv82M/sn+10r5ynbh6vXTwqHLxinLuovbsyLNOHqGqwuxFCEKp8OLif2MHHvKfLAOZtFrSP8dzPTSNorlOfREE0AnlnLuzT1dQb9819RiIIMRQr7V84oxH53AnS4z5sR8hCKPjy0peZktoRhNbsT6CcP7Dqdl11WyLvkLgT0I0CdEeytK+6mcSIumEcs5dex9utE6fR0IUFZik3HKXFqtRjHPPfmn/IeHTRVRwMukfzVZrwo+ZIu07pBuBFx4cv25DEE5CuDBroVc7ZsiSAF9Dvdaa27ennKHevmuo14YAP7ZaE/msu7RYjWGd2/801GlBBcVz7XopN255eg43spTPXaBTKiAI4t+d4G3ojm276PDiVGCy9NdB9z01iuba9kQQSgYkkf4JCIKkQ8eyObqGLSPHIwhkqzdV2UczztYZ80mIogKTNTeLSDC2Tp1D+iWQfglUYCIZGGcZ+r6GqJfYbaSgwA4HtgrYKmCb3avJvQyUy9dI/wQCwDJ8jFf/O0/IMg88dZULl5kS1QnwNbboot69/8RnGVaDnEm9c9+x409T5/5UVCkqKc06bpp3Mz1uZMmPmoAghE4sp3qu8v+wTpxBQjidXAELNvc95RNnqJAiVEgRQ73WTJHKBPhl+5qObXZDtSYIAk29hzxx0qlzSYikgtzKUtX4Dz5GEIIgkAA/U7/h2JpNhDo5QLl+U5i9kH9vEv/eZOukWfZlq+STZzSD0fO8SPVeOptakwAwdX0TO7ywk/fubpmhd1nJMK3HophtVWnp6EnSJ5YAML85AtvFh9s1o0lcvd4yeqK533C2YgMqtjidXNHUZ6h09KTLE0eCx8lKlpjnDbWaIwiwDBvjUr0c9MeYa9uTAH+ufe9sLBIwtq9YQwAYajazDB9LJ5RDEGBbutL94aW/j1ChxUj/eNvXT/S0vPMhgkA6sZz7uVrxl81UdCoZEEUnV7D/vMnjb1WIyHB/9SobM5+xDHmPTipDx6bR0alUVCkqvDgZmmio3sT26efKpaueFFRXCZKt2TxjmASbMkmxzgrslPixHxHga6jf5ol7lKJgpxPb7A9uaCQtHz7m3L7b+cc++3drrFPnWD/+1Dp5pu2zr9xniUn7Dj1IN58x//Ht9uVrmeJV6aSybJVGph5vCXM+Vy5dfVy3XpCVLOWjp5hiVUiIdHqTPJCBSjNs1cYIgq1T57h//NCMJq5DHwLAMmyMuG4DFVkSQYBt8TL3x+cnzUIQypSoqqY/kVhren0AAWBs2PahN1ymYIfTsW0nP36ac+deT34fhQuMpWMnuVc7s+Xr2VesKbRWDMrFK/K5884/9zl+3Wb7aqV5wEi6SCXkF0MFJdEpFa1TPlGzm1vWOFNG2pbXslTUB7J8pZV2n8CiQyVp+cgJ25ffWcdNNb0+wNiiCx1fNsNolworRoUVo0KKUEHJVFAyGRhHJ5UXN251c3zb198jCCR9Yu0r1j5xXguv3ktX0wmNYrCFf65aulnJ0rF5Bx2TRvrE5WAOUD52iilelYQIMbvcA/nseSq0GOkbY/9utXLxClu2DgE+ti++c7MLtots5UYIAky9Bj/xgapyrV8nAEw93sr+x4oxFmwvnk8cxuLaX5hilUkIQxBMRaa4/wEVCjDGsqyZLep9ZF+5lilTm4BgMijeUKuF+7xQzFvNb71LAHBtvZSlYDP1GYogmClRzTJsrLF+G7poeTq+DBVWjApKJn3jSYhBEIYgjIRIEqJICKdTKhrqtjLUbWWo0czcb5i7aXZVFWYvIsCPTiyfhyt7s5Tlr9vomDQSYhxbdnh7TMfWnXRcaRJinL/94a4fxvavViAIYNJqKxcuyxeusJUaEODDf/CxmzcQcfN2KrgIGZTo3P7n49s11mio/xoBvvyEGTkYYCj8YEkSPl1ExRYlIYZNrUFFlzI2ba9cvVHQcXkBVhTl+i1+/DTSN44Af6Z0LTHrlwjMW82DRnklS+x0Sv8c58dPo+PKkBBF+sWTAUkIwhAEIAhkStUwNutofmsUP/Yj8YefHD//n3T0pHLpqnLpinLztnqfUO8T6j3C/dgMFmyW4WMI8DFUa6yczTObxaxkKR07xZSoiiDI1G0Atnk3KGJfvoYKLkL5J6q37rjphq02rlknAsDU7U2XoijnLhqqNyHAxzxoFM669AXXfQCCIGOj9k/NIkr/HGNSayIIFH/69SX0S1UUftJMMjyB9I2xTp+rXLku/3tRvZf+Ig4gYzNvm/sFFVGUAF+2bF3nH39l3s0bWSo3bguffm5o1JYpVYUKTiEhioRo0j/RUK+VdeIMce0G6cgJ5cp19e59jTVqZotLUXP2p9MMXMZrF9fq9Zyl0XtElkM+omjq0h9BEBmcYB033avfuTD7M9InhgpK1lh36+Wkw8epwGQyOMH25TKXy6VRjLFlVwKA69xfM5oy3+Wf40xKRQSh9hXrnvrIvnIdFZiCfGPkcxe9iPUFwbbwKzI0gfSNFj79XLNkk55R+MGCzTpzAYJIAvy49r3VzNZVamaLqc8QAoBr2xNz5qwOJZ84bR48mq3amAovRoAPAUAXr0onVUAQbKjSSPrneO7+uVREGeq2JADMg0Z5PRTqOW4mSJx7DtAJZQnwpcKK2OYv8fyYHk1UaNj68RwEAWyZOurdey6XC4sOU5f+BIChauOsarZZRk1EvsFsmboq8fSaTH7cNAL82Yr1NSIX8tQLFeKaX6i4UiRECXMWu3mOeLHQWAPXqR+CIBQUJXz21bMdVJI2NHiNADD1GOjKrF6gdPSUedgYtko9BBHpAHRsmmXQKHHjVunvfwz12hDgw7Xtmethq7fvMUWrIPDnJ83M9YM/wo0ssaraV6yjU8oh8KFiivNjP/JwgfKDbBu3ssQ2O1upPoJgy1vvPtikaeaBIwkAKriImpl7nXz+ElvuFQJAmP/lU08gGm/lOvVLB7AMfd/bR+5CjnzmPFO+HgF+5l5Dsp0EfrFw/r6HCilCgI+xwWvqnXtPfareS8/477YMHv3URxrPC3MXG6o3QhCcDsCk1eI/miX9dVDL+H1q2JjxctT1jVyPWbl6gwyIIyFKWOjNsg1vcZ8TixXFuWO3sWn7dAAEocbW3cUffsp27ZInsnTs+JP0iaNCUsQNWx7tOGshgnAE4c4/9z3VH6sq//4U5BfMVqmv3H66FLF8/DRTrh4BYF+9/kV83coKLMnmPkMJ8GfK1vFkGarGsB556RcONM7MteuFIIgMTRF/enrsR711hw4viiDIOuWTpz6S9h8i/RPTAZiU8sLM+dLfR56Y1jfzxiYdHoxZ5Dby2QsIgqnIUuLP/5frB3+EJwu75DPnhU8WsVUbpgNQYUXM/YbZf/hRpbOcsn8ky6yXI5sHjkQQxFZs8PhrpLhuIxVeEkGIMG3eUz8v55/76MTSBPjZlq549rpgX7kOBUVSxcp4a91ZyLGv/JEMjkO+EU9NkT2LZjLzE2Zwnfo9niRcgGgc59i8Q5i50N2wH8b2pSsQBBHgY50y+6kPnbsPIAghg5KfXTylXL7Gde5n6j/U+fvuZxNo8lSWjm27EAQzRSt7uBwih3huGiIdPCrMXcy17Y4gBPnHc+17CJ8scu79+9nZiIeyfGq6/yEqopiydRCE8u9PeXy7fOY8W/4VAvyMTTs+PveoMQauQ790AK5tr2eHkbBdtAwfmw5gfnPkS/Pq5XK51PvphjqtCPAxNu3kPkHC5XKpN28jCCfAX5j/Zf6E5x7xx41Mak0Cgq1u38Hkg0eo0GQCwDJo1BPLBlVNmPclgiA6C4cB9eadZ8cXMshTWYqrfkYQyJSs5vRg+WHO8dZiS711175stanfULpIBQRBTKlqlqHv21euUy5eftjHOm0uCVGkf6J89GSmBxFXr6cCE0m/ROnIEx2ww8G16UEA0FFpj/ywMbYvWYECI+nU8tLhTLLYlX8vsWVfQb5h4o+eOgy9ENi+WkGGxCEIFdf+km1n554DCILJoBT78mzuq/mDc+8BOr5MOoChZjM346jKlWtsai0CwNx3+OMXYmyzm7q+SYCPoUEbb4sj5q0sf/iJAF/SL8Hu5XIz78ihT6xgd+zcw4+bZnjlVRKiEAQbW3QUPv3cuXMvVhRh3hckxJA+cY7/257p7ubeQxAEGWq3wOLTKcjWiTOQX3jGqGPGFvnUOaZ8VcInyDZ/aaavtfbv1hAQYqzbOqub84uIZuS4Dn3SAdgyddR797PtL67dgCCETijrldNSnmIeOJKAQLZcXTXrnAf1XnrG8Iy5/9tPvB+yRqZIJQJ8zH2HenvevH2I3f4nnVLO2KSDY9uuXD/4I56z2IFy/rLty2Vcu55UeFECgClZzTr3C+ushXR0KgnRtswsFdSbt5nUWggCrdPnPTsdKh85ziRVJMCXrdYEC4LGsFznPgSAqedgNbOZD83Ica17pIOfbX5ejozlO47tu+j40gT48x9OzX7VharZvliGIJBJrZnpA0VugTVNuXjV8dsftsXfyKfOue2KrZ8sQhDClq+X6bh6BprBaOo5iAAw93vibikdOEz6xJDBifYly70NMk9lqVKMuHq98u/FvLUIz5UaJJrJYp06l/SPJsCPLVvXOn0ek1YTQRj/wcfP3t9sX62kQpOooGTp78yezrUM17MAKriIbfG3lnfHEwCGak2UC5cz6exyObb8jvwj2dJ1s+pQ4GCroFy76dx7UFz/f/KxUx7uZZ0+jwB/BKGObdnf/bDDyb87HoEfW62JejWXi+G4XC6NZqV/jotr1ls/+tQyaJSp+0Bji87Z3JYxtk6fl70sSTojacY8cOTjywb4MVMICGLL1/sXomoAABUhSURBVFNvPT3qnn20eSnLfCK3SgPJJ87QUWkEgHX8dGnfwYw8OFPHvk8PlKmqqc8QAnwNtZpnNTzj+H03HZWGIIKKKkmAP51YzrEp84dhzWTmOvUnfAKEmV4YkOUD2Coo129Jh4451m+yjpvKtehCBaekA1iGPD0FlzkOh7nvsIwpXE/8gbDNbu47lAAfY5MOOLvBIQ/BoqhcveH84y/b0uWWdyeYOvcz1G1lat9b+OQz5/5D2a+8wdg6cwGCELbcK+q1m1n1Um/fNdRuSQBYJz4aGdJMZrZyIwICTd0H5iByXZaPkP46SIYkUJFFpb1/Y7vIVm1EgA9bof5TzuvK1Rts5UYE+FonzsBZFTXQVPOQ9xGEkz5RTFoN+7ersjqp+NMmBKGGmi08tJbNUzBvVW7ekU+ccW7/wzphhrF5JyokhQAfMiCRKVLJUKsp16W/Y7NHef/qvfSMPES2RnP1ZvZ1ATWTxfBKawKA69D7ub6CYFPv3JOOnhTXbbBOm2t+8x1jw7Zs9SbmfsPsX69UrmeprsxiwtYpsxEEsZUbucm7ks9doBNLI79I+/JHNsKODVvIgDjSL0Fck/1YVyZn1mX5AFkRps5NBzD1HIxNZpfLxbXqRoAPHZOqnL/0eEf7ynVkaDLyiXBf30+9ddf8xjuWtz94Nq/gUR9EGRq0JANiHv8fzVc0TTNb1Nt35VPnxA2brRNnGJt0oMJLIAgiAxLpxPKGqg1MbXsKM+c7t+1UvXGUVs5dyMjaN3V/y5NxSM1gpItVIcDP3P9t9z2x6FAJUr17H9tFl4axhVdJSrlyXT5+2rFlu3XKbMugUcYm7ZkydYzNO/OTZzt37c12biaL76BYBo0mwM/YvJObXuKm3wgApmSNR04xssx16IsggK3eBOconfUFliXGLg27XLkkS/nUWTq5LBkS+9Cfjx/xIYIwKij5iQueqlpGjiMAmOJVnzZB8f4LCHMWE+Bren1gDheA5+y0VkFjDcrNO/KRE/bv1/HvTzbUb0NCNIJQKqQInVyBKVeX69DHOmmmY+M2bMhhKRRp9346oSwB/qYensmSQFRgEgmR1qluPUglybFxK9emm7HBa8LUufavv+cnTLcMH2vq0NtQvSmdWtn4Sit+1ERx1c/K5WvPmSyFZdnYvDOCYHPfYVn2cTgswz8gAEzdBjy0bpEO/EPFpSEIE+YuztmpC4ssVdWlaQ/cfUxmzWzRGIN697569756L125cUs5f1k5f+lhk0+dFX/6VVzzk3z+Um7IUlWt46cTAKYub+D/nONs3/5ABaeQEGEZPelRx/tExt/L3P/t5/SYc+79mwpMYsvVVdyPBz4PGGNJ1nheMxjVu/eV67ccv26zTppp6jWYSa1JQigZmERFlqQTyzElqnBtewpT5zh37lVzw63L+ed+KqEsggCuQ19PCjfIJ8+Q/gmkb6ww53N3X8hmt06by6RVY9JqsmVqs2VrGxq2NfcdLsxcIK7ZoFy+5lKU3HKFx7yVji9DQqR16pys+kiHj1NRxUj/RPuqnx9utAwbgyCEKVI5xxfu55EltvAaSWskrdGsZrZgQXjgEpZpE2yagdNISqNojWJURCk3bys3bis3bsv/HBdXrxd/2iT+vMk6eZZlxDjLqAmmXoMNtVoYarUwvNKaKV4VQSSCcAQRCCIQhCMIRRCSDmAeMCIXZKlcukZHl6RCiz6e1igfP02nVCTA11C35cNRH2nv30zxKgT42lf/nMXBPEK9dcdQqwUVWvR5H18xxpKM7SIWRSw6MG/VOJNm5FSCVC5ddWz6zfbVCsuID7kOfejkChlOeVR4cTomjY5PZcvUMQ8cafvsa+eeA5qRw5KUi846ysUrhtqvIvBj0mp7UmbcuXUnCTF0bKpj02/ZfF+nhO12bLdjwYYFG7aL2OF0KUquJxLLJ89SoUWp4JSsqmNgq2DuP5wAH65Nj4drr5Tzl5m0mgiCrJNnP3ic855Hsnx9QPa9Hw9JsPGjJxrqtzbWb2N8tYt56Pv8hOn8uKmZtw+n8hNmcN3eNL7SytiwnbFxe7b2q6R/IukbR/rGkRBDQhQJkaRPHOmXQPrGk37xVHAKFZxCBaVQIUWpyJJUZEkqosSDFp1KJ5ank8rSSeXsXyx7Xllip8SPmkCAv6nPsCcGXTXNUK81Ab50Unnp8AMLXduXy5BPGBVWzJNyBlmhcSauQ2/SL46fOMOl5FAJ2C5KR086N++wffmddcIM65TZ/JRPzH2HGl/tamjQlgorRoUVpcKKUeHFqfDiVEQJKqI4U6oG17Kr9eM54sat8rkLmLdih8NrRzPPUO/eMzbvjMCPCivuyd/K9vk3CMLplIrOvblc/DjH2JevIX1i6cTySmZZyliSbUuXkxBJF6n4aBm0pllGjEcQSKdUUK57bbb4kEey7PqGV5cb+egpJqUiGRBDBiSRAUmkf6K7FpCUcd0hAxLJgCQyMCnDlIQKTKaCU6iIElRUKSqyOFuxPtemB9emO9e+Nz/2I+uM+dZpc4V5Xzo2/ebcc8D5xz7nH/ucu/6Sjp/SzBbNYnlgAvScspQOHKYC4pmS1aTjT9tF8x9OJSGK9E8Q5n7hcrlcGPOjJqQDGOq1eXYVj4dgSbIMHkX6RpsHjnweI0nnrr10Qhk6NpWKLEmFFqVCi1GRJamwYlRwChValAxKYcvU5lp1Mw9+z7bwK/GXLcqVa5rBqJkt2OHM8VXcC2TFMmgUAT4IwrJP8sLYOnXug6mIQuMhYnl3PIJgpmydZxejYackzFlMBaWQ/vHCrM8eLiZ27j/ElKyGIECYvfB5nqUfytLYrKNX70oaw9oWLuUnTOcnz7aM+cjUuZ+xcaaFLToaG3fgXuthGTmOnzybnzSTnziDn/KJY+NW529/ODfvcP51UE0nNJrVaEYzcpqF18y8ZuEznk2ww4mdUja/oueRpcaZuFavkxAjzP3i2cuSc88BOrwEAb7G5p1dLpeaThpf7ZphcpfDhHKMrZNnU4FxXLue7msNZYt86ZplxIeWkeMsoyZaRk+yjBxnX7pC/GWLY8MW5eoN9e59jaQ0A4d5K3ZKBVKEy7boq4yXDXO/4dn8tmTZ/MY7CALYqo1VN+vO8xdjy24Igkwd+jyxVVXlsxfM/YZTIckkxFlnzH+Y2YOdTnO/4QT4sJUbuPeayRbNzBsbtyfAx1ivjbf2zdjhxDY7ttmxYNOMJo0xaGxmjTFoBi7Dmfphe/A7yZXXgeeRpfDp5yTEmjr2yaQstMuFrVa2ckME/nRSBenICfnfi0yZOgSA7ctlOQgdOxzCJ59RIYmWASMyLfDuHaqqWfhHzcxjSXZhXHjWajoP/sOk1kAQSMeWfmqS6SmwJHEd+2YsJsaFwzlWOnqCTqlIQrj5rXfV+4RKMdI/x8V1G8x9hzIlqiHfKLZENfvKHx+/kYprN1DBRQgItX+/7jmdmP67W/oY67XJi2IH+UGOZSntO0inVGTL1nHzoxE+WUT6xCDfEH7CDMdvu8iAeARBDu8LiWLOzL83iQyNtwwelRf29YUQ7HBaho9FEIwgXJi90I3esMORkUtgbNwhPyPMCpU1Glu9jnxDSYihYlLZcq+wFeoxxavScWUQhDEpFfnJs+R/Lz3uA6Jcv2Vs1I4AMPV/+/mtd7BdNPd/O+9qkOQHOZOlcvWGsV4bOq6M+8Wg6q07dFIFAvwNdVua+7+DIIj0jXWTIZD5uS5f49r2oGNSrdPn5KHXWOFDOnKCSatBgB9TtIqbjF9sF5milREEP2uuUSBgp9M8cCQJEVRAMteyG5NWy9i0g6lLf8uI8Y4t25V/L2L+iWcrLIrWD6chvyC6RAXpYPZVoTwIQOLfn/zAVf0FvYjnQJYayZi69KcCPKoMzY+bRkIYFZREhRcnIZQKLuLcd8jz8OzL17CVGrDVm4o//ZqfaQOFAlXlJ80ifaMRBJp7Dc4qDVXjTHRcaQSh/JgpmXbIf8xD30MQylZprFy+Jv97Ubl1R01HGpe5m6Fj2+9UdDEEwcLMha7ncSL/j4xiBwj82Yr13VfUKrx4vQz6zn1TtzfJoBThs6+xB2Mh8r8X6eQKGQ7WVEyq5Z0PtczcBzPZ8Z/jpl5DmFI1zANGyCc9qwr40qHcJ4wN2iIIJgPisqonJ58+R0WUICHKzcR9viLJxoZtEQSY3xqVbV/l9l1DjWbpAFyHvu7tSz0HOyX+vUkIgpgS1ZzZFYwrpHglS/nyda55Zzq6lO2LZR6WWMCKkjF8jyCUrfWqJ1476vVb/Acfs1UaGdv2FNes93Zx+kuG8899VGwqAX50dEn7ikzSJ6T9h6nQopR/km3ZqnyPLhPUK9fZtJokhNlXZDN4g+2iue9wAoCpVCc3TZhUTZi7+EGRdm8ezQoQFVHC/CXC/CUPpqk9l6Xzj7/Y2o3pYlW8rc6r3rlvqNuKAF86OVX84Sc3PZWLVyxjphgbteNadhU+/Vy5Vlhm4QoWYdHXKCAOgT9dpNKzhg/SXwepkCJUcEre2lh4jLhhCxVRkoQY5fI19z1tS1cgCCYjEsRVuRy5uHo9ghA6Ju0FqNHicrkwtoycQAbFGRu1e7BMxxNZYkEQZi5k0moZmrfLmeGXuP7/yIgUAoApXVM+nuVSYOnYKfOIcdapc7NZ+f4/BhYd/LjpCMIQBDKlqzz1UxNX/Uz6JVChRbMtxJQ/WD/+FPlEMMkVNVOWFj6ujNpTxcoh33B+/Exsz+W6Y+KqnxGEk/6JT5VazCOUG7ekg0dznMQrrt1ABsWRgXGPLqzZyFJRHZt3mF4fwJSqYXn7A+XmnZydGFsF/sNppG80AX7GV7sqWSw5xzabXiY9UzST2TzwXRLCCfChUyuJq9e78IMXe9tnX5EQTcWVlgrHA5up+0ACfLiW3dz8VypnL7AV6hMA3Gs9PcnF9xbnngMIIkifWNvn3+b6wZ8+147dXIfebJ2m/JjJOdhdPnmWKV2bAH9+1ETs/M+IJMsaJGaLY/MOy9D3jc07ca27iz9ves78T42kudd6IvAlwN/Ue+iLVWqqMKAS6D9lAhVf2rZwaUaKjO2Lb0mIplMqFgbbFGwXjU07ZJToeNY/LQPNwGW42rGVGj7Ml85dlKs3SIh4kPKelzh++4MtX5MAIADolErq/XSvdscW3tTlTQJ8jY3bP5Ek86wstdHv2b5eaRnyHte2F9epj335Wi1rQ0GvkI6cMDbpgCCEgEBTx37y6TyrQ/aSojGsZeh7VHAyAUAFJfMfTlVv3bV9+z0JMXRyhUyTwvMZ5eIVtnJDAvyETxfhzBYSYJvNOmEmgmC6WEXHdrd1Fp8njGs36fDiBIB52Jg8OoXL5ZKOnmQq10HgzxStTAbEk4EJtqXeGYLZP/uaDIiikkpL+w8/8cGzspT7vsG17WnqM8Tx62+5v97n34tcy24IAgnwMzZpW3jcE18UsN1unTybiitBABAQaOoxyPL2B6RPLJ1QTjld8C/kjp276YgSBMCzxQtcLpdLlm2LvkF+UVRsUfF7d4N/z8nD+iWmvsMyLSv0/ChXbxgat85Ywy2u+YVJqURAgLF5Z8/zvZ27D9DJacgvRFj4TGWkTO6W48ZpTJaFDJ4f+dwFU6d+yCcCeWByoZMJqmb7cjlTqQ6CYAL8qKhSJEQbqjfVsi4/kW9IR45znfpx7XtLmU01O378lYougkKiHywqyjNUkjY0bEsAcK26eThP7uXxKa5rPwLA+ErrjAWxXIc+BARS4UXEtRs9OYJy7QZbtykBPub+72RSvDy3LLa8QkMUP3K8+Y13Hjm46HiJ88Bhrk13MiQBQSAJUYaGbeVjp3O8ADW30AycksWApHPHbqZUJcIvmB/7Ud6arLpcmsmcYT9rfKWVmtvTbFiW+VETCfBhy74iHTqasdGxcSsVUhSBv7F5l2zTejULb+4zjADgmnRUMrVQKxBZ6uQKGmOwTpzJpNZAEIIgiC1Tx/7ND2pOR8vzEIydf/zFVqxDgK+p/9tZ1RTOzRPa7JaR4wnwY1JrZm5H/ByIq9eTQQlUWLHHfVKxVeDa9EAQSEUUsX/7g7vYHE5hxgIEwUzxalmmr+myfNGR9hwwNmlPRRRFEIgg1Ni4nXP7H4XhgTYDLMvOnXvoEpUQ+Bhf664+UwQxj7B9tRKBPxWYLK7Lzelc+cQZOrE08gvhJ854uqjcjt1UaDECwFivTZaXHlW1L1tN+seR4fHu1KvL8iVA40zCnMVM2TqkfzyCINInztx3qHz8dFbZ4fmJevM2W6s5GRhubNzOEyvq3MKx6TcCgAxMEtfnWiFKjTFw7XoQ4Gvq3E97Zo0xttnN/YYhCCZ9Y4U5X2Tq7eTYvIOOLoECwq0z5ru0rN84dFm+JGiacu0GP3oiU6omCTEIQsmgJNOAEfLJs5qFLxCDhQyUazdNnfryH3ycY6eYnCGfvcCWrmVs0z3XrgWaJsxYgCCEKV1LPnY685Oe+ZeOK43Aj63SUD7z9PyfdOgYU6IKAYHmdz7IZjmULsuXCeyUlGs3LINGUdGpJESTEEGFpJj7DX96Wiw/UTVss2fpoJ93aBrmhUdeHs+Nc/cBKrI4CTGZzGf8B5Zl66RZCEIICLJOnfv4qZVLVw3VmyIIMnV7I/tlw7osXz6wYJPPXeDfm0THpiEIp4KSLCPHF3RQLzYaIg11WyLwM3V981GKXGYo5y8zZeog8GPK15X+q+8qn/nX2LQDCRHmXoM8MkzQZfmygq2CfOa8MG8xP35afr7UvXxgVbWMGIcgmClZVb2RnVOmptkWLkXgT/gEWMdNdWlYuXSVrdsKQSjX+nVPTUx0Wb7cYFF8mQrXFwjiz5uoiBIIIsQfPLIdVy5dMVRvhMCXrVjftnS5sXF7BMGmHgPdlEh6Gl2WOjpuUG/dMTRsi8DX3Geopxc4RRFmL0IQQEIsFVUS+cbxoydoyBuzL12WOjpZoqr8hBnIN4QtX0v596Ln+0mHjtFFKhAAlH+CMGuh14s9dFnq6GSFY9suKjoNQah9pXeJ9dguysdPO3fvkQ4efdZXPnt0WeroZIp6556xeZd0APObI3LdPyEbdFnq6DwLFgTr+OkE+DMVa8hn8n0cW5eljs6zSAePMGm16GKlxWVr3GXJ5RG6LHV0nkW5fsu+er1zx56cFYp/Xp6VJW7W7MFWvelNbwXRHmjwkSzPni3wmPSmN725zp59TJY6OjqFCV2WOjqFjv8HXTk8KOOH+8gAAAAASUVORK5CYII=" alt="" />

其中P:可以并行的百分比

N:算法并行计算使用的”CPU”

这里我们举个简单的例子,我们来做一份大餐,如图1-1所示

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" alt="" />

图1-1

土豆泥,荷兰豆,鸡排还有整体组合各需十分钟.在这里前三个食材是可以共同执行的

也就是说4个步骤中3步可并行 P=3/4

其中3个食材可同时加工N=3
则根据公式S(N)=1/(1-0.75)+0.75/3 =2这个操作整体相比完全串行可提升200%即做这个大餐的时间由40分钟,缩短到20分钟.

这里实际引申出一个事实,整体的操作时间和整体事务中串行的比例多少有很大关联,这个引申到我们的并行调优中,并行可以改进查询,但受串行部分影响也是很大的,同时也告之我们没有必要过度串行优化,还是做大餐,即便并行可做的越来越多,但改进的效果却越发不明显,过度无谓的优化我们是应该避免的,如图1-2

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lLkZmT8kyJefoDheacKw1tz2fX8ADCwXgYJ6M4GcXJGEYBcg7Zcnd1nHaWH9LYMpT2THVFqtyRmGtJzrfGXzQdLHRZW7pnt5YhyvdCSOEfhPRqae6U1J+X16tF80qg4Is//J4ds4bBznny+8fjTwr3x1fcuSj5yuVebATF/62alBexCCDCMXTZt1ja2fWxs+agxpyiMsbJS/bkahNydYcU+lPF5pyqWv2dFmfnI3t7j6bxbl7t9c8tpaf0Nl3j3b611VUK8TEQxIfICPznyYv+kCE/kULhlXT+pXuMvPIV2MnV6F/+FvCA3qDQHSEd1tgyCq375eYvbDVNw6MroQ2YDWDhECXCtIQyEsYCnJd2Yl4IHhAcIDjwp3E6AiDDgIwAKgKo6Iur/8QXdpf/hfxqIcExgId46HJvx8c2W5bOmq60peZbjqjd1u6hKRgOMCguoEwE5mMBQQzwMb8g+rlYcCGwWtrW8rm97KjOmVHoTJbZ3jFecvY8GfVve5gQxkNUBCZiKCpREAjDQIIAgEGUAGEWsGHAhgHFSgQaxUMRyhfh/BEGihJolCAlhgYCCfhQhNyioE0KCfI4HiNoEWVFiAcoB0gGsCQQIJHZZpFlPPAc9s3B/iUC3g7TKOApwDKAZCVUELGoiId3wr1E7McjDEhECkYATElY89jQd5XVb5bY0wotiQpTklx/2n352vjsLIEHwgwDOAGwUcBFAc8AJsQj65gnwEJYhAgJRDDGjUN+a1v7SXt5psaRrLSlF1i/qrx5Y3x2LOhfJUM+Hg5FMCRGkBGEiaE4IGGJgiQOAgIKBBLwDKBYgLIA90bRpvGn31VfPl7iTFU54vNNx7UOR2fvM59nk4SQMLFJw5cfdn1mdWWpzMn5xjSZ8ZS59Org0NyfCYmJoezLjXR3YuE4gG8jy5c7H5x01BzUlGYUWDOLnMdLKo9oy9PljsQ8S3yO8e0St6unf9S77WUgVICJCEJEcTxGIoDtXJzLrrt+XO/ar7IfU7s+tlw+rHKmyCxJ+Za4i4bMQoetpXt6ezlA+YgwTEUgMhKkYjAtYSygWcBTgIMi9AaNLaChmVBgNhRYgEOrFOaNsgjgKMCzgOUBxUnkTkucBTgLCEbCiRiGRgk4QkMRGorQqEhTgOYAxUhEUMA3SHiDQiGBZEWCFWFOhASAcYDkAEsBPhBlVmhsBglNw6F5FF4hMV+YwQBPA47ZmeEDGAOwnaiTP3ES/2KKkUZFenJruez+nU8sFQfUpakqe2KBKTFPc0xtlF27eW9icsK7uYwFPTwViHKBGO+LMNs8uUggE0HvhH9zk0WCAopFUFrEeAkKA4gHGAtoArDBKLlJQktoYBYOTEHBGQxdpglflMOAQAOOBQwPyIiERUWUF1FWwjiRECQ8IsJRCYkCPAxoFnCYxPh4fIUIzcK+qZB3Bg4sEsi2wCDSzqPFcIDkJVQQkXAMEWIoB+g1CnG3d3xsdh9S2zKU9v0K6+f2y7eGx9dCHoQNYmEIlzAE4AGR8MUob5TxxbhAlA1GKCRCUiLFSSQLaBYwNGBRwHjC5BKFziGhWSg4BweW8NAWi0FRmpQYRqQ5keZFgouh37c+X+bwP8XGzbv8Q/l7hIQG+VB1X8dJqz1La0srtKbILEc1pfae4WkMDQgELtKMRPAAEUBIAAEeBFkQeg5tuDraP3FUHtK50wrtyTLTe4Zq98ORscCWlwkSPAJxyLOtxfrhQXtPr7Gr39AxWN470rO8tY4hOIeyIhFggz3zE7WDQ46eYUtHr7O95crAo2GfdxyCmqfnXG2dBVfqi67danjybCbk8XF+WPAQAAlE0EnY17y4WDU4VNR058ylutO2io+t5d9cuq5p7qp+Mtw+PzMDbXg5PxWBImGEj8B0DHl18IGTcF5CeTHAgxARQe4OP/667PKR4tLEImeC3Joms3zmvnLl2fQ0Ans5nJRIDpCMhDEixINgGEBhgEQAifLY8MpSw5Nhc0vnlxVXDumcyUp7gtyRUuA4pr/0dc2tgsZm3b220p5HDxen1kkPzAaWAsuNYwPOh13Wrn5zZ7/z4VDL3PwqGoR5GI/AWxzcOPr0TFXdkWJ3aqEzLs98XOd0dPWO+ba2ySAuYB4arn3Y/anVnamyJMlMaTLjKXPZtYEnc57NPxcSI6KMhHAA5QDGAowG2Bq6VNV1/31ndYa2NE1pzVS7TpffPF1+K0tdkSZ3J+U5UuWOM7V37s3OL+KBIOfHw0EiQqAiO4MEHZ09HzlqMrWlB1Xur0vr5XV33ikuS5Zb4uXWvbnGgyqbtbV7cnvVR/rxCMzEICbmp0EIB9g6DQ2tL90fHy/v7pVfv/e568p7hqoPjJc+tdWdq72ta3lY1f+49fnsPBIKChQWJYgIRkRgSkRpiVhDN7qnh+oHeqq6H7k6HpZ29t6emHzm2xrbWmgZHXQ8aMu73KhuaGmenNsmAhDnwaJeEuBeDhneXLk/Pe3oGThff/8D19X3bHWfuuvPXr6tb+658mSkf215mQz5oxgiokQMoiSUfbGW6IehY17COYnAADeFhNzdvZ85a45oy1IV7iSZLaPA8oW9/FJP16R3JcjBVBTnREoATBgwYcBEXsBGAMMDigUEJeKcREQAFgYhUvKsEiuPN2ZvTY66ux8qrzecKav+yFr9juXyB+6Gb+oeFLf21j4e6Xz+/DnsDQkIG4bCQoCNhmgRYSWKl8iIBIUBBLPeGc9i59xU3eBj/b22szVXP7KXvWV0vWu79OWlm0V3u6v6h+9PTY8Htr08ioZDtBAUwiEhinISs0bB7o7WkxZXltqWrnRkKGyf2S83PZ1YD/kQFkaj6CoT6FqZqn0y4H7UZ+7qM3b0Wdt6rvYNDK8sbhMIzBF+DpuHPQ+X5q4+faxvaT935dZpR+1J06VTtkt/LL+iqL9V1dP7eHl5k0QRgSIFnBJC7I8H5//yerh//+XV/3v41UKCYgAN8MFLfe0nrfZDWlu60pIiMx9Sl5Z0jgwEkBkcW2K5NZ5b5elVnlzj8XUeX+PxPs+WrqXrPVtNuqYsSWFPzDG9U1zj7hqd8Hu9NEzypI/GmkYef1NWkVWkT8zTxWUXHy102FsHJ7e8ASxAhJHl0Krz7s3TBluWwpyaq4/7TvG2obTg/qNzV+8d09hSLxQlfluQmVeiamztXd9cpNA1FhnyrFYN9J2tbTiuK0vLMyVe0CVla5MvFsef1+49q957VpOYrTuudshu3Lk1NzmP+lA6iHNBPByiojAjoYyEMRLOSDgHUBYEOClEi3j//Exe7fUTJc50jXNfgX1Pvi1RbvvAVlP8oKNhbPxpwLtCI/4whoooCRBSgigJoWP4GuSpamv91GjNlGtSZSXx+ea9ebY9uc49uY7fZ5v/41zx/ztT9H+/KThQaLS1tYz7V1ewQNfsxPm62kyNMUlu3pdjTFXYChsePFma30S2Q4xvk4Eanz39prLusM6dotwRksvR1Tvq3fIQQULAvBRc19P9qdV98KWQPvnZQiIBuoItlXffe99ZnaF1pyitmWrXmWutyvuPP3U3ZhaWpsjsSXmWt/Tlto6Hw571bcqH8kFKpH08dXdi7FzNleMl7nSl7aimzHC/13y/5wNjRbLcHCe37ck1ZRY5bO0Px73rHjKARWBKhAkR2qI3u+eGSxpvnTa5jhXoM3J0ced1e87pXjtb/Lszut+d0f7nmaL/+E75+jnFIVVJzpWbjaOTs5DPz6GQEEIjEByBh5bGDfXVp4r1WQpDSq4xTW49XdaQ39jxx9LLbxYaki+W7DmrzyosNzT3jXi2N7jQMutrX503dz361F19uMiUnF+yL6f4jWz9nmzjvgv6N87rfne+KCFXc9Jabuvo6133rBChIB/EYwglomwM5V/WmMJODwkQoSjV/nwu7+rNEyWlBwtdyTJnUp7tpONKRd+TZ75tPwdjYZgMI0wU46WdtVzETn/05QuMk1AmhvCAZAGxxfhaZp9qbt04bXMeUhnTZIaUi7rEC5p95zR7LhT/19ni//et9j+/0+w9rz6qtiqu3bw3NjIf2IDoICoEsXCQiiKESG0J+MDGUnln+7fuymMqY2peSdzFkjeyNb+7UPgf54r+71nNf5zV/u6MOu5cUabc8FXF9fL+4cde3yqFhXiCiFKExC9RkKOj+SOLI1NtS1M60uW2T+2XG56MLfg8ARZfxgM3Rh5/W1l5tEifmq/dd16VcF75nrrEfKtxcGl2EfGPeTYbnowort35wOhKV2jjclRvZBfuzS6Mu1C054J2zznNnm/kR/K1zuauUV9ojaKDLE4KEBOG/g4h7TrpX5L/NiFlKK2pCnOK3Pa2qfZMVf2FqqsXLt04V33zu+ob31XXn6m+fu7SlfNVtV+WXX5T705QWF/Lte7JtcZdtJzQ1Tg7R8d9fh+NkhztZ8jGsdGvKy9n6WzJSmt8vvWYttLVNTa5HQjgISKKrcAbrnu3Pre4jqvd6QpX3EVzWlF5urY8Id+Yml+SlV98NL/kXbW1+E7bwKZ3BsN7llcVN5qO6iwpclNini01336iuOqbipuy6815V+9/7rxyWOVIzDW9fsGUKDN9Xl3fND6+BvsgNoTyATwcImMIJaK0iDISxkooJ4V4EeIAsUEEr/T3f1tWeVxrSlaa9xU4Xs8zvn5Bm5inO6KxfOq6pLnzoGF0dGBrfZ7BNsJ4SKJJkV2HvfWPOi+UlX1YYj5cZEopsO7Ld7yR43o9x7FP5khWOvernAcLbSetFZd6H06FtlcotHNh/kJ942GjO7WoLE7uTFdXFjW1Dy8teHAvwgW3WLjp2dNvKusOvRCS6bjO5ejsfebZ3MYDOI94KLiup+e0xZX1UkinTWXX+588/3lCWsaXyrvvfeis2q91JxdaDxQ5c252VT9b1t7uebekPL3AkphvTsk3nam6fn96Zgne9lFBTOQmA17DvQcfWcoy1fYMhfmL0ut1T6acbY8+NJWnKixxcvueXEtmkdvW3jvu2dwm/EgEDUXgmeDK1UetZ532wzJdWq4+LdeQnqs/KDcfV7ve1le8XVJ+SG1LzNe9frHotYtFr10o3HdB9YGx7NKjwamA18eGgnzQzwcGl8dLbtR9qLdmKO0JckdCQVmGpjpF4U7MNqTnGTNy9Wm5+reLK+wdj4cDwXE0eH18+A+XrqQU2eIVpoR8/YEC83umqu8u38mrbztfc+d9c1VSgWFvvi4uT3dcW6pu6Oyee75J+uEwikdRKoowMZSNoVzsxZJeVsK3aOj644FvSy+9qXNlKl2pcteBwrKLDZ2ty9tLFAEJOBFGqAhKx3BWxFmRYMUXy7BePGA7/4EMkAyg1klfXV/3F+7yQ2pzqsKULLOkyCyZBda3tc6TJc6P9I431bbUfMPeHP1rF0t+f7E4Na/4C3tl9cPeMe/6JukLsF4kHFwl/fUTE99duXms2JkiM8XlmuJzLSkK2yGN4029402D+7DOub/QlpBTkpCt3XNB+7tzxRlFLnVzX9f69gKGBHgCjTELZNDWdv8Dk+2AypJaYEtXWE87ahtGpucgaDoUuP7kydcV1YeKTClyQ0JuSZrM8Jmruqavd9izskr5p6GtuoHeP7qqM1WlqQX2RIUxQ21+315+rq5e2XQvr/7+hctNXzmqzjgrr/YPzSDYBssEeYKMwEwEYqPIK07aFdK/P/+tQpJbEvOtcdmGhDOKxK/z9n6teO3rwv/8WvWf3xT+5zcFv/9G9sbXOa9/K3v9bNHvsw3/ddHy2kXL3mzTMW2VvWN4zO/10gjBkT6Gujk28VVFXZbOmaJyxsucR3XVru6JCU/Ij0N4FF9CNp33bn9mcR8rKs1QuBNzLPG5pqS8kveNzoJrN8rb2hp6HzX2P+qZmVhAQk/XN/RN997SWdKUxtR8fZbCfKbyZt3w7FM/vERRqzQxuLGmu3f/HaMzpdCxN8+UVuTQ3WodW171kyGUD2BCkIjCZAyhYggjoqyI8iLCx1A+hlEiuQln1scAACAASURBVIx774wOKK/VfGyxZ6lNKTJdfI4mLrf49Qua186q4nOK9yvN71gv5dxqqx2dHAn4PDQC06EA5l0OrD9anNE0Nb1lcKYXORIUrpSC0lPuW6UPR7rm5p+urkx7NtbRACJQcJQeXF3Ib6h/02A7oHIky6wHi1zaxubhpQUv7vs5QvLScG1P92mz81cLqaLn7klH5QGtK6nQcVDtkt3qerC02fB05ExFzSG1KUlhicu3vlVS6ewcHN3a2CDhdZZoGh//Q1ltptqRLDefKC6ztj/uWNks7+k9aS1LLdgRkj1TVWFvG5jybnnIQCiML5HBy/0Pv7A5jqpKDsiN6bn6LJnhC0e1s72nZWbu8ebGsHejZ/l5aXfHl2WlRzT6NKUhOb8kLbf4D866+ifjc5DHywR8rK9vcUxTX/e+3pxeYEyQGePyLQkXjek5pk9M1cUND+q62usftjUN9g0szc+iwYbx0a9rrhzSOlIVtuRc47FCq+52R8vsyhRMLuPMGkZ1zc3Lrl57y2A5oDZlKIzval3uB+1Tng0vi0ERAo9iRBQhozvLG3BOxDgJW8F81T1df3CUH9c6Diodabn2w0UVhXf7ezYCaxSFCQQdwejoiwD374XEiCgpIZSEcCLKiwQLOA+DND3t/crlPqyx7Vc7UxWWA3Lj16VXyrsHuuYXx7dWJraW+pdmyrs7v3BXHFQbE5WmeJkpXW79wl1X9/TZNOT1stA66WueGD535fohvTOx0B4nsyTkmt4qLtU0td2dnB5YWxreXn+8vXZ9eCSn5ur7JdYDStPeXNMbF40nDJWunsFRz+Y27iMiyDLhtbfdf99oO6AypyisGQrbaUftjbGFwe1QzcDwVxV1mUWWJLkxIVefkW/8rurqzbHxWdi7zYa2Of/g6rTu5vUPSqz7lY4UuSVdYfiqrKb28ZORbe8ajm7hoW3cvw5tLniX1zFvKIxhUYKI4VQUZqLwrpD+t/ErhcSLUBSg/leH7AqtKXJzssySfFGffl65/5w87XxR8nlNwnlNwvmi+POFiefkKefyE87J955TvXFR/3qO+bVsw+vntYeK3Ob2wVH/ppcJYgLmZfGm0bGvKy4f0jpSCx0JMvsxbZW7e3zCE/ThELYjpPt3PjW7j6hcaXJXfK4lTWb+svRK/cjYZMCzRUNBFiKjOB4lPRx+d2Liy9KaLI0jWelIllvfMlQX3u+/MbfVtR0a9IeeBoJd65vmrt6PnNUZGneCwpqgMJ+puNb2bGoV8kCsFxOC+EshUTGEjiHMzrR/DOUljAR4QIQnQst3J4as9+5mV1R+qDMdlBWn5RuScg37snV7zmteP6957bzmsNahutXaOb+8hiJ4hCABvUgGnV2d71vK0lXOBEVZusL9x4qmuxPzqygE8SQRpZkYyYkkEaOerM3Lb1w/YbAeVNlSZOZMleMnhbQzZBf/Ukhjns1tPIDxiJeG67q7PjE6M1XWv0dIBzXuZKUzU+2WNXZ0rqwPrS/ZWps/crjT1c69CmeK3PFdVVPbxNQiHOhbXtA03j5hcCcrrAl5pjM1d+7NrQ16/VW9vZ/Yy9MLrXEK+95cR5aq0t42MOPd9JJBH4c/3lorqL95TGNJL7SmKuxp+ZYPTJVlvU9GA4FNFkNiBANICpArpP/a0KMvSyuO6GwHC+2peZbMAqf8evOjxecbZMDHBnoXJ1Q3rr9rtKUWmuLlxvg8Y1aBNa/27u2x+elAyM9CSDiExQhUomeRTUvr/fdtpZlaZ6rCnpxj+tBy2d0/3rLqfeSB+rdDT7xIx6pH+6DzXUtFRpEjSW5Lz7fIqut7Z+bWcSzAk2gEJ2II+eIJwegYyojoKuqt7ur4g73smNp2sMCRnuc4pq5S3x14tOpbJ0mcx+kwykQwJoqxMZwTCU7EORFnJYwCCCXBvIgKIk2J/Mj6ouZ63YdG+0G1I03lyFBYPrVWXR96NgeHQgLJxEhGxFhArpL+moGHn5eWZelsKQXWpHzroSKbovHeo5WVVRJ9urlieXD3XYsjVW3ZV2CLy7cc15YaH3Q/Xtvw0BgexmiRoAHti1DNU+O5NXVvlzjSCx3JSmdKvulsVX377NwK7MXC6CLut7bef9doyyg0Jyvs6QrbKXut+9GYq2voc2dNVpEtWa5PuKg5UqDPv3yjZWpqCQt5WSQoIP4wMrq1YLvT8InBklVgSZEZkvJ0x4vt2VebynufNk8vTnl8foYgRJ4CLAUISkQYMUTHICYKMzHkVSG9/L/V3/sG+X5zpr8gpL9S8WHh3cCHf0p+vZDCAPW9FFKW1pZaaE2Wmw6qHF9VNurvtNoftLpae5xtDx3t3fb2Lnt7h6u93d3eprl197Sz6pDakVJgi8vT781WH9G4rZ0Do/41D+tDw7CHRW6PjnxbfumI1pKutCblW97UVpR2jU54gl4cQqP4IrLlfHD3tNl9SOVOUbj25Zre1LrLe4YmAwEvDaERmAgHwzGUE8lVMlDe0/2BrfKAtjS50B0nd6QUuo+Zat+zX/3QUXvSfulja+VJS8UJrSM1Tx+fY9iXU7I3W/2JubS+7/H01rIX20A4Px4OkVGYiiGUiFIiSksIJyGCCPMSQksQBVASECSgAjwy7VlpGX9W2tGde/nGR3rnYYXhgKwkVW7Ym6Pbc0G3X2GVXW/umF9fxoKbTGA0tGFua33fXJ6hcsfnl6XKHF+X37gzPr0A+30MBvEYKUBsFCFi5NCPhGTJVDn/kpDSlM6EnaCGzkc7QkJ5xMMgdQ8fnja5stT2FLklTWb6xFR2rX9ozvMTUXY/KaTK7rsfOyozNe4UpSuzyK242d69vLqAelueT+Y13DhmKk9QuvbkmE9oyyrbHvYvLVf3dH1hdx9QWZLk5kNqt7l98LEn+CwQrBno/8xVeUBtS9gRUmGlvaV/2rPppaANCrk/Nfl1efVBtT2p0JmocKUrS8/U3r0/v7ZIoD4WwoQgFwsJMRgOI73L04r6hrf17sxCV5rMmaJwfVXR+GBscgUN+JjQo6XpgoaGEyZHksoaJzclykyfOmrrn07PhlAvQyBhFI/CZAzDJWJka0518+oJkzWjyJostyfm2Q6q3O+Yq9+3XXrfWvW+tep966V3zZcOa1xJMvOebNPvL1jjLli+tV1qeTqyBIV8LI5EdnpICBFDCBGjYygbQzdQb113x5c29zG1NbPAlp5vzypwy661dy1srWI4yiAUjzBhlI1iXAznYwQfI3iR4CScBggtwXwMjUgMFqFaR5+eLyt9p8R6oMieWmA7pLSq6u8Ora37yBDBQRQHkxzExhAoinYtTeZdv3LcaN2vsiXLLOly/R8r6+5Pzc4haNv8vPxGw1G9JbnQtE9uTZRZvii93jQ6vQwFYBqi2CDLB7gIRAFm3LdhuHP3pKU0U+1MLXTGX9S/X1J6bWh0HgoEeXyeCJpbH7xjtGeorKlKV1qB47jG/VX59Q9KXBn5xQm5xfG52swCg+zKze75hQ0cghgE5nE4TMJRapOGOsYfK2tqPtTZsgr0SfnavXna13O0cfnGQ2r3t6XXjDdbr/UPD66urmD+EOfHwh4q4mdiITYGs1HkxR5dLzc55CVsR0uciHASykkY9+q+vSLKSwgvIcKL7ZjxP4m424mE3NnPLPzKmd+8It5lh18pJE6EhJdC+shqz9TaUgqtSXLTYV2ZrefZFEz4eQaPCaQk0IDbgQUcA7hZxOfo6DjtrM7SlaYozIl5+hP6SkfPk7HApof1I2HIw8K3R4fPlFce05oylMakfNOb2rLSrpEJj99DBNEotohuOZrvfmJ2Z6lcKXJXwkXjx+ZLTeMzC0jIRwXwCELFUEaEKQlfwjyu1vunLPYstTGt0JQoNyXJLGkF1v0FloMKQ6ZMdyhfcyRffTS/6LBcm6U0ZBaUHC7QnS+rbBoYmNla8uEbO50kMoZQEkaLKC2hDEBZCeEBykowKYYYCWUBwQCCASQDKBowQRF/Dq93Tg/pm+o/tjozNdYkhSkhz5CUU/xusdvd2TfjWffgvknfhrXlwQcWZ6baliKzpMtsX1U03Z6YWUS2A1wIFiA8ApMijseoJ2sL8ob6EwbbQZU9VWbNLHJpfkpIR3TudKU7Mc98TOvYEdIWEYAFZItF6x49+tTsPlLkSJdbM2TmU6byK/1Dc57NHxbGviKkF4tSAcECggb4MrZS2XX3lKM8U+NOUbqzVK6CG63di2vLODwN+S739XxeWnlQa4uXGVMV5nO1t22djy9evvmmxpomM2QWmL67VH9/5vkCgc1g0JXHg38orcrS2BMVzn25jkxlpa15YNq75aXhNQJqejb8B1d5psaapLTtzbOky+1511ofrvrWSDLA40gUJaIILeHBKNG7vlDYeOcdQ2mWypEmdyTKbZ+V1d97NrmKhHxM6NHSpLzxxnGTM1nliJPbkhXWb6oa7k4vzCGol0HhMIyHg2Q4RIj447VZ2fXLx0ymFJUxUW5NyLOmyGwH5Ob9+boDMtVBueqAXHNAoTtYoD+otOwvsKUpnFlKZ25ZecfIoxVkw88F4SiKx1AihhExjBRxJobzEu5n4AcjQ9kVVW9pTVnKknRZSarM9LHjamXvs+FtzzYZRIUQGQnRUYgREUZEWBHhAMoDVACwACBeCvEARyJk69jwObf7bZ3lQKE1TW45Umg13Gkd3doMUUGSC5IcTAooHUWhGPFofT7/ZsNRoy1DZUmTWTIU+q+q6u5Nz04jyL25mYtXrx4uMSUVGvbKzEly21eXGu9OzK/DIZjFMA5heTgcQWmJmQ5sWe7fO2VzZWnsaYWO+IuGd0tKrz4enQ36vQwyhwcsrc3vGu3phdZkhTNZZjuisp+yVR0p0iflqfdc1LyerU1TWM9fvX9/fn0BR/0MhggUFmHQKInHyBAbGl6arWlvz79Uc8pkP1RkipcZ43LN+7JN+85p48+qM/KtX7obLvePjfsCW2QI5gK44KOjfiYWZAFMSwgtIpSIMBJKSzgtEbREUCLBApIDBCvivIgLEsmLuBBFwyIaFne2bIbDAOFjkCAiYRGLSnhUxDkJY6SdTZ9fiOonI/h3+a349ULiAerlg9V97SdtjoM6W0qhNVFuylI7ze2DE75AgIRJFmF4iIsEuViIi0G8CHExeD6wVtrW/Jmj4ojOlVFgTs4zvGWocj58OuHf9DEBRIC3OKRxbOSbiqojWnN6oSVRZj6uLXN1Pxvz+DxEAInii+iWs/nOJ2ZnlsqZKnckZus/tVy6OzG7hAX8tJ+IIHQMZUSIBOg65a152P6Fw3lYa0gp1KcqDO8aKmRNHeVDk9fGphvHJm+Nj98ZH7s3PnpnYuz25NTtycn7U+O9izPz0Lqf9aPhIB6FyJf7dNESRosIIyEMQGgJhYSQj4cQwOCAowDNAXJnGSALsCigOICPeOYVjU0nTKUH1PY0hSktT3eiyGy82zK5ueInQ7PBbUdrywdmx8Eic6rCnCazflZ6s2FkchHaCnEhLAxjURQXKTTGDq4t5zU0HDU49hc5k+X2/epSdWPLTwopQ+lOyrMc1TpsHY/Gtje3iEAojG5yWE1v72lL2RG1K01uT5fbPjJXXu5/OuPdDFIh/E/XIWHfC4kDBA3wVWylquveKUdZlsaZqnQdUrmU9S1dCyvLOLzNok9WZoqbGt43W9NUpgSF5ai+8qT7+pvF5en5hqRs9UdGZ3n3w3H/5jYLL5Gha0MDX5VWHtbYkhT2+Fx7lrLc3tw/7dnyktAWDbfNTp6vrjmiNSUXGOPyTWly+7cVTQ9m1pYwwssRUJTARIIEtE+kWhenL9TVHyt2HSh0JMusiTLL15duts88X8dgHws9Wp6SN9a/aXSkFtqT5NYMheVsVf29yZl5JORjYFiA8EiQjIQIER/eWiy4UfumyZCh0qfITCm5xlO2a8a2oeqhiWujYzfGnt0cH22aGGuaGL81MXN7auHW5NKdqfn+xelVZDkUDqAigkkYIWGkhBEiRkgYLWG8hGFRYmxz2X7vzqcW+2G1PlWpT1RYUwudH9suO9ofDW6sbLIhKAKjUQSXcBIQO9CAYgFDAwoDKA4IRKT7FqbzL1W9V2I9UGhNVZizCi2Ka7ceLS5vkRDKw0QYJWM4DUhvBG9emP7uytUsgz290J6aZ80ssGRfaeqcX1rCsUdL80UNN44bLcmFxn1yS3y++UN7Xe3g+EIIDnAkzGNkGONjFAXCI9vrqoab75tcBzWuFKU7Icf0maP2zsTsEhQMcdg8EbS0PnjHaE9X2ZIUzqR824eWmpK2XuXtu++abGmK4vjckn05howC+/m6e/cmF55DiJ8m0TCFR1FCxBhAU4Dx88iMf6Njery8s7vgxp1vy+veK3EfUNoT822vZ9visq1/cF6//WxmMeT3kz5M8JFigJQgAmA4IHZ40S4UcVrEWYnc2W+eAywLBA6EecCFJTosERERC0svtqXnAS4AMgy4GAhHAM8AigQEI+G8uLO9E0YBnAa7Qvpn4VcKiRUhDqBePni5r+OUzZGpsyWrrEly0yG109w+MO71B0iY4BBagNhoiI2F2BjEiRAbg58H1txtzZ87yo5qbQcU5rQ8wzv6KlfP02n/VoAJIGF4k0Mbxka/qricpbOnFNrjZfbDuip79+iY1+8jAmgMX8S2nS13PjE7DqkcaXJ7YnbxaUvlnYmpJTQQYPxkBKajMBcNMGLIxwXuT418VXHpULEjsdCaJjd8oHPo73X0rG0v0XQgxqISQwAOBxwOeAKEMZFFYjgBEBL4CSlESii1sz3XD0KCWSnEAhgT0adrs43Dj1sXFx/7/EtYCGYhOkYyEkWKBAMoKBzqXZ7Or298y+jOLLJkyEoO5Go+0llL27pmfZs+Fp2F/c729g9MrgNF1sQCW5Lc+pHtSmXP0IxnK0jjeJjEogQm0SGR711bzW5ozDK4UotK4wtcaeoKVVPbyyi7wBYLN40+/aaq7oiudH+hOznPckTrsHU8HH8ppHWOqOob/NhalaUuS1a4UuTO98zVl/qHZ7xbQQrCX9k6iBF/JCQBEAwgVvGVqu57pxylWRpHeoHzSKGz8Hpz1/zyCh6AhJCX2Lr3rP/8pcqjekeyypEkt6YoHMkyW1KuPiNPJ7/W0LM0s05sBznvKuG9MdT/x9KKoxprisKakGs5onQ7mnunPZseIhAQ8GfeNf3tpvdLjAeUJYlya0Ke7U1dhbm5d2B9c4XCtgUiFCUDEWLUt+Zqbz5lKz1QZE2S2RLzbCcMVaa2vpGtLQ+FBjikd2VG2XTjHaP1QKEpXWbIUhguVl1pmZhYhn0hJoiGYSICU+EQLmKzyJa15faHJuPhwuJDcmNWnuFzS0117+hwAF7jGX+MxkSCkEhCJCnA0iKPR2hKZBhAUyJOSigFMErCKYBRACcBhksoLaG8CNMS7ueQjtlxxdXrJwyOpCLHPmXpG/nOvdnGY1qX/Mbtq0NDD5emp0KbSxS0wiBLNDSL+yZg7+DmRtvs3MPV+QUyGIoxE7518+2GkwZzZpElpcCcXmD+wFjqaO994vGt03hIwNAYFYoRTzyrxtaW96zuVI0tWeFIy3W+r6uyt/aPb3l9NDHv367pbD/pLEtVW+Lkln25pv0qZ96Nlrb5tQUC9fBwSMCgCL1IEnVDw1+U1R4qLk1Slu3Lc2cUuJUNbf0r61sYhLDoAubfEdL+IltygStF7jhpq708PNm6NG9raz5tdWYVGJPzzfEXjQcU9uzqu7dGns/5gwEaxsKBIO9dZ/zeCIQCjAQEKeFohPBzyIRn8VJn85eu2kPaqqTCsrhc87taZ01336J3K0D6kHDAz/ufB1cer053Px8bWJ2ZgzYCtJ8QQlwU4WOwIKJMFA5S3ufe1cGl+cdL81Nbq14ySEZwNoKzEZKTWFpiUYFYg30Ta8vDi4ujq2vzoW0vFyRiGCcSXAxlRZQCOLUrpH8a/q4huwAfutLX9anNeUhnS1NZU+Smw2qnpX1w3OsPkAjJYYwAc9HQTg/px0IqPaKxHiywpOeZ3tFXuXuezrwU0jaPNo2NfltZc0RnTVVakuTWY9oKZ9fIhNfnJ/xYFFnGNt3Ntz81248U2dPl1qRs3aeWijsTk8uoL0R7qUiIjYa4iJeN+NBwaCKwYWx+8JGt9EChMUVmTJVZT5RUZl9vKe191jAx17Kw2rWy2b68fnt2sXZk8vLgUOvM5CKyHWIDqBAkYvBOwPcrPSSYk4IMgBARezA2dKG88gt7+beV1wsb7ltaOiseDVb1P6kaGKroGzA8aPmqvOawxpautCXLTIkXtAdztGdLa28/m1hEfH4OXsaCV/r6PrOWZqrMiQWW+HzrwaLKL8oaSx70XhqcaHg282R9bYtCvBzZu7J48UbDEYMjrciVqHBkFJUVNbUOL/8gpFtjT7+9dOWIzp2hdCXv9JDaH054t7eJQDCMrnN4dd/AaVvlYbU7VeFIzrO8Z6qs7n8y490K0TAWxogoRsXQnQn5nxASsVr98P4nztIsrTVNYT5cYFZeu9u1uLhK+GHOTwj+ucByeceDTx1lmUW2FLk1Md+WKLOl5Bk+MZfXDfTPhNa99DbMezcp362nfd+63W9qzBkKc2K2/pjS4WzumfCsbxFeSIC3mGDr+FBhbeVHxYb9SmtcnjVJZn/LeCn7+gNL9+PqJxO1T8ZLu/tzrzW9a3KnF1ri8k1vZBv3FzjkN+63PV9cQfxBDg4J8MDKdFFj/XtG+36VLUVuOVBguVB948HU7AISDLIIGsbIKEpFQqSIBMPow+fPCmur3teVHC407M/XZ8oMn1gvFTa2VA0N35l73r660rm63LYwf3di/Hpf783BgaHV5S0qCPNBLAITIkKKKClhL5wkEbSE0iLESAgNyE0q1DY1rqy//Y6xPF1pj5dZ9uQa43L1qfklR4rMpx2XLlxpKrjVqrzdJrv54MLVpu9qGj61XnpPbSu4frNneWmDRDZJqG3q2YWqquM6S4rCmCgzJcnMbxmqc+vbHN1Prg6NXXsyVvpwKOf6gxPGyiSFdU+eKS7bcERpl9Xeuj8xuwAHfAwcYNEna4tFt++fMLpTCiwJMkuizH5QXfFF1R19e1/FwFDN42cV/aOFdx5+aL+aUVQap3D8/qI5Ls982n2t9sn4hN/nIaEQjywQPlvbvY8s9swia6rcmioznzRXXRkangxsDW8sVrW1fO0oPVZoTM3VJ13UHyhwfl1+s27w6YhvY5n2PvU9vzrSUz7QdXVs5MH8/MDm5rNg4FnQ37W2ZO/uOV1284D2clxB6RsXDe/pS2v7h+cDkJfBl3Bf89Qz7c3GPzgr3tZZPjI65FeuPxgbXQhuQxyCCQjKI3PbS9e72/Kr697XOz7U28+6q2o6uya2N7dJ1M/iwQi5RkJd06PmpsZv7K6TOtNnFrf2+rXm0YEVxAPzGBXBWBGjAcbsDtn90/DrhRQGaIgPXX3Ucdpsy1SZUuWmpJySLKXV1NY/5vEGCOilkF4M1u0Iac6/6mp5cMrsyCo0ZsgMyRdLTujKHV1D075NPx1ABHibDTUND54pKz2u0afJdcl5JW+qne6Ox1PbW37cg0egFWy9rPnWaYP5cKEpLd+YcLbotMF9Z2x8GfEEiS2S9zNCQAj7+LCfEzE4Sj7dXnO2Nn9pd2YpTXtzLHtyzHF5pvQC+xFd2dvGS++aat7SV2UWueLyDfsVeuXN2/0rK9tYEGYhIgJRMeRVITEizEkBWgyFwvC9kcFvnO5jBcXpudqEiyV7Lhr25hj25ur35pa8flH3u/Oa358reu071Rvfqfed0+zPKfnWWXttYHjS5/PSQYgP+Vl4cHmh6NrNt7SWJLlhX64pLtexN9e+N98er3AcN1SWtndPe9c38EDv/GTO1bojWmOawpSUa9hfYC1quD+0MLeFbMOsf4uFGkee/LH88iG1I1Vuj79oOFRktbR2j21tbOH+UBjZYJHLD3tOGRyHlJbUPFPCec2Hemdt/+NZ72aQCqE8gkeQF0N2PxYSDwgKYCvoSlXXnY/t9oMaQ4pMf1Cmy6+70b30fI30QVyADkOQEHr0fFRRV/u22nRAZkrONcVlF2cpjNqme30r8xuEJ8R5kXDAxwVuP+35xmF9S12yX6ZPPPv/2bvvryiyfW/8/8R33e+9z/N8n3vuPXPuzDmTHXPOOY85jGlMM446Zh2zIJJEkKwYESMqKigICIiSc2hCN3QOlau7ctrfH4pGzGGcAZ291mu52qa7qrq6er97V9fen4BZe45G3rxbYW210DZc9JAyYqUsuTWFRy6c/SE4atye8GE7QwZsO9Jve8jQ347pP6SP2B46cMvh3psD+mw6OHhrwNSDkdvP30yraTDgHpfPifEuVPQ8bKk8dPH8/CNHx+6LGLErbNzusE0nU25V1xlQt4vBSJHyKqRXQSnZQ2s4wiN5taWBKeeWhkdM2R04dlvAqK0BI7cHTD4YPjs0dm5E4ryjibOCj0/fd2TClt0/BB1LyM6vcpicPhsquAgZIRW0I5M00qd6fSrhUz2MhnKA8GmUmyOL2tpj7+X+En9qVlDEyN1Bg3ccHrrt8OCtQYO2hfbfGtJvS3DfTUG9fw3svTGw38bAQb8cGrHh4MaE83cbmloxt4sl2rzojYrSnefPzwkKH70raPC2kP6bQgZvDh21I2Li7ohxO8OHbAsbsDm898bgPhsOD9l8eHbAsYOXUtOrqxtdNovP5RQQXKFcIp3X1hp2O/3HqIRpB8LH7AoftCWk75aQQTtDhu8OGbH76PBdkQO3hPfbFNJ3S0j/bUdG7w5bnXj+bEl5ucfZ7kXdPIFrvibacez2laVh4VP2h4zeFTJq2+ElodHJBYWNDrMFd9RajOfuZ66Pipmx98iYnUHDtgWP2h68NDQqIv1Opqn+cvXjTafjZwQGTTkcOSc8cdnxHsM3AgAAIABJREFUM6vjz62MPb0wIm7yoYhhu47123K0/5bQyQeO77uYlmUwNeOUjfM+bm8KvHJ5duCxsXuPDdkVMWBz4NhtAaE37jxqM5kIl4vFHD70TnHhhvDIKXuDB+8KHbwjaNTW/esiYq8XlzR6XBYvbmaQR6aG8KsXlhw+PPG3A8O27x+0Ze/MPftDLiYXtja0k25CwBlFnwoWlszoKd51HJKGSYBABfRq4YPNiaeWx5ybH3FmTkjS0qjk+PzKOg/iplEvh7EixqsIryL6bEOsihkQc1Ju9qZTyUtjzi6MODM7+MSq+KtJj6rr3VYP4yIl3MUh96oKD5w7ufp41OLw4/ODj/90/FRyQUmDw+qm7V4FM1PWc7kZWxKTlkeeXhB+evbhuC2JKfdqG9pwB0JbfaKblTyijIoyJikEr9KkQrUi5vTS/CNXr6xNOLPwaOyk/cHDth0ctGn/oF/3D9l0YNS2wEm7w74PiF4TeTIuM7vE3mZhXYjgoUQPo2BPF45Dec3DagguY/mNFWFXL2+OS1h1NGbmoegxe2KGbo8YsDm4/6aggVtDhu06On536OyDocuCj/8SferYzYx8Q5ONREgWoXmHT3SwCu7miPuNDYeu3VwakzQl6PjIfUcHbA/uu/nwwG1Bc4/Gn3iQWeductDW0pbK4Ospq2Jjf4hIWBAatzwyKepOZpnRYCNsGOeycmhadfnOi9cXRyfPPnp+ZsiZH6LPxec9rnHY7LQLEVAb67n+6MHW2IQfw+OWhCUuCjq+NeH0rfIyo8eKMSjBYZSI+hT8meJ4vEayGkFruJFoPVeQvuHsmcVxSfMik5YcOxF8M72gvaXd60AFnJYpSqOMpO1CQfaupNM/HTuxLOzE3MCozSfPpVVXNJNOt4BgMo6ppIPzpJcX7DmbtDo6fnHEyblB8Wujzp7JKaxztDl9TkpCvLLHq3gQwV1hrk95kHkw5fza2LjvQ6JG7I/otz30u19De28K7b/16Ii9UZMCoxeEH99+5uzZvNzi9lYjTXhEmpRctOwiFLSkvS76zvWNiUk/RJ6YHxa/JDw+6Or1/OYGM27DWbdXJBiFZBSUlhGvgnGa1yvRjfaW1If3gs+d3hKVsDggcvJvIaO2HR60cd/AjfsG/3pg1LbAabuDlwRG/HbqUmpZrcFt9TB2QnLTMupVcP83FZJVvaxK6qeyeUCwKslpPp/KWCnPg+ba2Oy7W5PPL487MS8sevKhYyN3hw/eHtxvc2D/LYGDtgeP2H10/P6oOYFxK4+eDL91r9Dc3k64PTyBKYxLxEvaK5Pu39x99vSa6BPzguMm7YkYsTVo0MZDfX851GdTyPDfoqYdil0aFrf71PmUgtwqWxPCOHycg5SchIqQKkmrlFf2mLCWOxW54VfOb4tLWBZ2fMrB8CG7Ar/bdrDX5sD+W4JH7QydceDY4pDjGxNOR9/Nym5qNFEeQsC9AsbKFAM4k9eZlHNnQ2Li0uMn5oWdnBscv/lkyp3qBiOCuGkME6hGjy0lL3fXqbMrj8X9EBK7+EjMkiNR206cO/fw8eWS8uArN1ZHxk8PDB+1J6j/toO9ft377cZ9/bcEjNgVNuHQ8e+DE9YnpCRk5j9qaWnD3W4ORwTE4G4++yDzl/jT0wKjR/wWMWFv+PKI+LMFj6tcNjvtxFkXziOPGquCki8sCosetT9s7L7g+YdDw69eLWqsceJ2kkMJAW1wtiRn3d4WHzsnIHjs7sPj94euPJ6QeD+nxGaxMCQhED4JZ2Ag9SRvEkjY8wQNEwHuUwiDuy2vuf5+S2t6Y/PtOsPdxuYqBHHyXkogWAnnFKzLQlBeRT28p9phym1pvNtkyDA036lvymo2VXs8ThahJIxRKa9KtuHtj1uqshrKM+or02srs+trG9x2lxehBIQFBCGjdc7m/Oa6TENTekPT7drGXIPBiLswDvGJbn10gqhgooKLKiFqHWefKBlr87pLXeY79ZWncrPCrqcGXLx4+NLlsOvX4+9lXXxUdK/eUGyxNBNup4DjKk4pmE9C9Qmwu8B5DRUAzgLKI+CthLPSasxtrLv0qDjxfuHRtKzDV9IOXkwNunbrWPr9pOwHGdUVRW2tNW6HjSFpheE1ryBjnOTmFY+oETxgcIVtotBsU3Ny8eOoe/eCUm8cupwafuvOpbKSSmeLk7VRottJW0vM9VmGqnsNtem1tVmGxkpru4NGSBH3yQShUM24o6DNdKexOa2+5WZd853GpgqX3cEQuEAQAkbKhBFpL2ioyqytvldXl1lXm99Ub8IdKIv6JMonkYz8TPlwQr8cllNJn0pggqve05rbZshoNtxqNGQ0NJRY28w+DyahtEwyKs0AmtIoE2kvNhnyGhuy6xvSa6oftTVbGRRXSEohaJWiVZpQyFbM/MhUf99Qd7exMaPekN3QVOe0uRiUlglGxVkFZRWUA6RPozAJb6OcpfbWtJqK2JzcwOu396Xc2HvhRmBqelzOw+s1tQXm1gbc5mARQiIo1evTaEZFGRXxaYSDcVXZWvNbGu8ZGtPr6+811JW2N9u8LpL3MBLGyiSnkKyCMQrGqISgeWXAicBHiB4rYa82G2+VlJy4ez/s2s3AlCtBl6+FpabFZWRdKnz8wGCocTrNXhrhcEpE9Jk79DKpjEqwKsmpNKeSnIp3/JaukSKgJUALwEtrXruIN3jdjx3td+qqzxYURN25G3T1xoGUKwGXU0Nu3I7Jyjld8PhufVOx1daIeZw8hYuUV/V5AcMC2qchLt7VgttKLMbb1dUnMrNDrlwPTLl6KCU1KDU97n5+WnVdsbmtBXN4eMyr4IKCirKbVTw+FfWqJKsSCkAVgNOKx0pZ6h3G7PqqcwUPwm+n7b96dd/la4evpcXdzUotKSkwGmo9ViuD4TLlU0hOwXkJE1SKBwyhkLUuY25TbUZD3e26htu19Q+amowkhvG0V/Qyio9WvXYGrbCZcgz19+trs+rqM2trc+rrSkyt9W5njcP+wNBwqfhx7P2swzdu7Lt8Zd/la0eu3467n3eprPK+0VjjcdsYihQpWiJoCfcqGCmhJtKe1VCblPvg6M07J7Nz7xsamjC3k8MpCfOKHlbFUR6rsbellhVH3c2IuZdxo/RRrcOEMIhPQAWZ4FWClog2zFbQWH0uN+v4nTun8vKzGhsaMKdToEmZ8cokI+OsSnR7xSmo0+sDSei4qP9FAC74r2bpxAO9QhfFq2SXwdX+MNMw/1O6PEsjukxgSnSMsgZd+Gfw5TWc03D+uacLXcciaLioYoKKP7kf4CIg9Qn2eY1gFcwnIV7R4xU9PgllZJxT9ebDKwJa8Bcm8M9R9szBigsawWmUAGgZeCXgFQDFqSSrEIyM+STMK6I+CWNknFUIAVAS8MrAJwGv2GWxnUvrXCmnkoyM+yTMK6GMjHHPlsCh9FjVp+7nNZrTvLymL5AWVK8A6C4oQaM5zctp+kzYtABoQaP8C6E7lqNRgkYLmv6nZw8LUSVFjeQ1gtNIHnQ+sfO5/v2jkbxGdayi6wbo1Qc0ilMpXqV4lWI1mtWoZxbFaxTXgeT9e0bsstMEQLEKoe9VfceyCiH4Kxd0rUDBq4R/a2lB8wnA+/QO6dxmfXs6rrDi9d2i6eUYfBLw8hrJ6m+EiPqkjrey6+HRdbJdViN0vP5GvGhPPv+KOJVgZNwroV4R9eqrUHBOJTtfl3/P0JxG8xolALLL5lGMf/O67BDKv0P0bSD0SbJ5jeA0Sp/wW+x4jR3LZ1XCJ2P6NvgkjFVwXiPFzoX4aww+OVY7j5wuhyLf+cZplKBRIqDFJwdAx1HHq2Tnn3iNZJWOg1x/4axC8BolAq8EfF3Xqx/zIqB4jdKfor9M4el3XARU52eHkfHOshddHkCLwCdoNKvgjIyxCvFk+595gVDP8PsCScNFDRcBLgJc8hM1XND0Lx3Ei5/y9OO7PkUf8iZquAgIqQvR/1x9YLYI9Af4n96xhNcTNVxfoAxIP0ruqBBD6jWWXrfL9I3sOOi7VKnpKLPUxQuq1DzvmSpNL6wN83SBH1JvF/wnGShRo0RASl2IgBT8Ta2gUeLTS+hS84Z6cRppT2r/+Degc+EvqLuj7w1/zSHy6epBHdvA6xvsfwldtvOlxUNFf6U7f4GiLnv1Re+UfyF6ASR9LdQrquy8YI2AfNFb+ez7+JLKpy9Oo2f2qtSlZNczq3jmCOQ7d9qzx8lrNu/p10jxT2/YS7ahS1GxVx2oXY+irgeJ/+MAnjvS/Mt8h43vegB0vu8vecxLKyqJGtVZR0p6yUKgnuP3BtKHD35FgiAI6hFgIMFAgiAI6hFgIMFAgiAI6hFgIMFAgiAI6hFgIMFAgiAI6hFgIMFAgiAI6hFgIMFAgiAI6hFgIMFAgiAI6hFgIMFAgiAI6hFgIMFAgiAI6hHeeyARH6DufxsgCIKgP6KH1P2vCoIgCPrgwECCIAiCegQYSBAEQVCPAAMJgiAI6hFgIEEQBEE9AgwkCIIgqEeAgQRBEAT1CDCQIAiCoB4BBhIEQRDUI8BAgiAIgnoEGEgQBEFQjwADCYL+0kRAiYDqnlV392uHehoYSNBr8CrBq4R+g1Nw/bYIKEEj3uaogJPYdhCfaYhVUlAJQSUElXyxP/KdFfyBpN/+Ezx1FGnU28ThWx1vbwUenD0FDCToCb11eKHnH/DhBlL3dAhUQtRICdASoCSNFFVSUklJJUWFEBRCUAjJf09X4h8WSJL/fZSBVwL0q4Ph+SPh1UfLqw8kTsE5BecUTNBIGXhl4H2zRISB9PGDgQSRgkZKgFYBAwD3QipgFODTG1O9wyQCSgSk/o7zKsarKK9hvIrxTx0tWJeD51Wf+Tf5et7ZUXvnx4iAUoBPAywAnAZYvR185k8qYLre37ltvEoIXRb+6hX5d9FTyccpuJd3Y7QVoyw06+REVJBxQdG9bSC9Zlfwz23qM4+XAa0Ar6CRBOPwkGaCdbIy1vU96uw8ycCrAUY/ABTgUwHTueveKKJe+X6xMuYTEYpz0bxb7zbp//LqCw+YjkASwXtPJhhIPQUMJIjkVcJDmqsbix6VZecX3SsoznxYkpVfdC/v8d3cwvSch3eKKnKb26tLqvJSbydfu3W+uPKBHWn1Ci5G9rAywioop6C8inGKfsB0phTW5b+4fn5G0EhOwUXtSRJ0OQfYdZNwQT+lo1GCPxI6skEjXtbMdQnL5/p2GuUTEZOtvqym4HF5Tm1TiYcwMyKit4A+EWm11JZW59cYihyokebdjIT6v8jjnaeYeJXQN+llgaR3NXitYzMk/9olQPtEpMZQfOHKiTMXYh8W33O4W7ycixUQVkR5CRMUXFQJUSEklRRkXFJJQcEl9flfWQhBI3kF59TOD9qLujX+EOKf3nWdMK+tuPLB2Yvxew5t2bF3w8XUUwZTJcE4WLnjVXe+I26ivdZQnPcoIysvLTP3RuaDm6XV+Q7U6BU8rIx17hy+y7ncF2bVM0RAUZyrrKbg3KWEpPPRDx5lWN3NJOv0iYi+WP1fXu1asawjhyT/NyEYSB8fGEh/dRKgGQnNykv78aeFg0Z8+3Wf//mi139/9tV//uPz//P3f/6vv/3j3/72j38bO2lwyLEDB4J2TPl+9LTZYyNiAstrH7pwI8nZfaJbTyP9q6sESAmQIiAkQMiAkgGpAFr/zOuNtaCRgkrqHRHdSzaMkACtfyXX79FjTAG+zlNM+nd2GdD6jZdlm9DRAfI6UGN0YujUWWMGDPt60owRsUnhzeYalLZSnLvd0RgQ8tu4KUOXrpp77dZ5k62eYBydmcTKWOe+0jdAX2Znd0ECtARoGXhVwKiAkQCtAK/e39K3UAUMyTovXD05bfbYUeMHRBwPaGqtIH0OVkR4GRMUXJBxUSU6T+IpHUvwaYBR9O6IRomAlAAlA1rUSF4lJED5d+CT+PH/NkOKgJL8e6bzjJy+nV7BczvzypKVc4aP7Tdt1pifNi47mxJX31LmIc1ewc3KmJ4uRlv9jfSU3w5smjxz1JffffLJP//Xf3/67//16b9PmDos9Xay0VrnwttI1slIaOfq9G17EkUqwauE3hvTVy0BSt8YGXjdRHvC6WOTZowcPXFQWOTB6obHbqLdJyKC/9sDp2AyoPWdqQCfArwyoERAyIAUNFwE+Ps7iQcDqaeAgfRXJ2oUp+BGS23G/WsXrp6Mig9evmZ+n0Ff9Or/zwVLph8K2nEs5vCFqydLqvIq6gqz8tKyC243GsvdRDvO2jHGSjA2H+9kRDfBWBGvmWAdjOThVcwnugnGhlDtBGPzCi5eJRgJ7Wg0FZziXAhlQSgLwTh8IvLMl2u9y0KyTpJ1egVP58kcL+8hGSfNuX0iwik4J+M053aTZhfehlAW/fu1/5yP/p0d51X97BMhA9qBGo/FBo2ZNPir3v/4r0//fdSEgQmnImqbSjykubm9eue+jQOGfTNj7vjzlxMNxgoH0opQFtxn1zdAP7lEsk6SdXhFhFNwRkJpzk2xbq/g8YkIwTj0x/tEhJNxTsK9nAf32fUliIAiGGfylRPTZo8dO3HwseOBDU2ldneLw9OKkmYf7+YlTFQJWaNU4BUVwsu6SK8dJcwU4+QkVNQoSaMElWAED826vJzbx3to1unl3byM8TLuvyyCEDVS0khexhjRQ7NO0ucgfXaKcbISKqqEqJK8jBvNNUfC9oyZOGjW/ImJp4+V1xTYXM2kz+4TPIJCyIDmJLSi9uG+gK0jx/X7pvf/TJ4xcvvu9eFRh6ITQiKOB0bHB5dXF3jwNopxeDm3l3MTPjtOW0mfQ1+RpOCiv4/FKTgrojTjxCgLTlspxtG5FhdmOnH62PRZYyZMGRpxPKC+qdRDtOO0nfDaMdpKsU5exjgJo1knSprdeBtGWWjeyckI3/EFCOvsfPtbKhhIHzwYSH91evMtARoADgAZpa2JZyKnzR475fvR0fHBre3VPt4taCRGW+9kXd1/ePvewK2pt5MbjZU5hXcOhexYt2nZoaBt4VEHNu1YNX/ZtAXLpweE7Ey+khAWdWDthh/m/TDlhx+/DwjZWViaZXU3uXBTWU3+sdjDv25fvWrdomWr5/60cWnC6WPVjUUesp3mXZyCCRqB++z3cq/vPrj5p41Lj0YHVDU8RihzU1vVqeToDVtX7Qvcevve5YclWSfORm7dvW7N+iUr1s5fsXZ+UPiehyWZTsxIMHaadzESwsoop2CcguuBZEdaI+OCxk4ePGJcvzGTBn3d5x8jxvU7Gh1Y11za0Fq2a//G/kO/nj5nXMq1k8WVD6Lig1etW7xl1083MlLaHQ1t9vqLqafWb/lx3ablKddOtphrMh/c2HNo84q187fs+ulQ8M71W35csHTGstVzDwXvTDxzLCh8z5r1S+YunvLDj7NCIw88Ls9pMVcnnjk2cfrwYaP7/Lxh2d4Dm39a/8PchZPnL5oSeGRndn6axdGA05YmY8X5i/Hbdv60buPSlavn/7hmXkjE3oeP7zqR1qbW8tiE4J83LN24eWVA0I71m1Zs2rbm5p0LbdZa0mtneA8juBnebXUa7t6/djh010+//PDD8u8XLpm+cu3CiMiDD4vuNZsqbt+9tHXnT2MnDvy619979f2fsRMHrlq78HLqqSZjBUqaadbBS0ibte5I2N5ho3p/1evvy1bOuZWeYnUaGMEjaaSg4KzoEWScFZHW9uqr10/v2b9p1U8Ll6yYtWjpjJ83LE1ICq+qKUDxNppzWVxN6fevBhzZufbnRT8snbFg8dRVPy0IO3ag4NFdh7u5ta3qeNyRiVOHjZkw4GjkwbLKvFvpKTt+++XH1fN279t4805ydl7a8bigX7esXLNu8cq1C1b/vDAuKayqsdCONFOcwye6faKbkT2sgnAqynW0VNjbt1edmfRWuv+T+1GCgQR1/oJNi4C2elqiEkMnTB8xcdrwiOOBdYZihGj38W6L0xAVHzx64qCR4wcEH91fXPng/NXEmQvGf9Hrb/0G/WvugglLVswcNq7P3z//j08+//eBw7+av2Tq4hUzh4zq9d+f/dvXfT8JizpQXJlz+cbppatmDxrxzeIVM0Mj9+/ct37k+H79h34ZGLqrtqnIgbaQrJ3mHQRje1iSuWHrjwOGfTV11qhL15MajWXXbp1dsHTa0NHfbdy28vSF6N8ObBw6+rte/T9d+fOCsKgDQeG745LCiitzXLiR4hw07/SJblZGOP/vWxIgHWhLZHzQ6IkDZswdGxyxd+O2ld8N+Gz0xIFR8UHZD9N+3bG6z6B/TZ8zJuXaiYcl937ZvPyr3n8fNqZ37MnQhtbSGsPjw2G/9R70z2/6/eNQ8I6KuoIzKTHTZo/+9Mv//XWfT2YtnPDDj98PH9vnk3/9x9//+e/9h341Z9GkhctmDB3z3X9/9v/2H/plWNSBguK7ETEBYycP+uq7/x4+uvfiZdPX/LJo2syRX3z9n19+87dlK2elZ17KLUjbunPNiDG9J04dcvDw1rBj+6bOHNFnwGdrfl6Yfu9Sbn7a2l8Wfdnrb599/r8HDv1q/OTBq39ecOX6qRZThQczkoyN9FnrDUVHIw9M+37UsFHffT933Mq18+Ytmjxo2Fe9+v5j1U/zL15NTL4Uv3n76tHj+33xzX9+2+eTcZMG/rJx6Y3b51rbKz24ifTZfJyjsPjeqp/m9xnw2ZAR38YkHDHb61CynfTZGMHFim5RxVjRXVKRs3Xn2rETB4wZ33/xsuk/rV88c86Y7/r9T/9Bn/+255fCxxmVdQXRicFTvh85cOiX388evXLNvPmLJw8e/nWvPv9YsuL7K9dPPS7JPBK2e9io74aO+HbfoU1RsYfnLZr8Te+/T505Iu5ESFp68vbffhow5Ive/T9dtXb+seOHgsN3n02JaTSWuQkj5jVTnNMruHySm1UQnb/JerdAgk1cjwADCfJf5AYoAVAWT3NkQsj4acMnTB0WERVQ11iE4O0+zm11NcWeCJ80Y+TEaSPCjweUVOdduJE0Z8mUfkP+tXjp9NSbZ6rqCxLORkydO+bTr/7PnEUT72RdbmgtSTofNWPu2H5DvwgM3XUz48LPvy7p1f/TvoP/tWHrj8cTj4QfPzh74cR/ffN/l62ecz//htlZj9LtuM9C804P2ZZ6+9zCZdPHTBp45Oju9PtX9gZsHjm+39zFk89fjs8tvBV09Lexkwf2GfyvxStmBB3dfe5yXH5RRputDvdZfKKblT2dacQpCCsjIiDsSHNk/OHRE/tPnTXy7MXYnMJbew7+Onxsn1ET+m/bs27+0qlf9f77lO9HXLia+Kgsa9PO1X0Hfz5uyuCT5yINpvK65uKwqAODR33bf9iXR47uqWooTL6SMHvhxK/7fjJj3tiLqSdLqnJjTgRPmjH86z6fLFs9507WpaqGwrhTYROnDxs88ptDwTtyC28fiw0cPXFA30H/2rZrbf6jO3aX4VHJvV9+Xdp3wD9Hj+8bk3Ak5OieEWN69+r7j0VLp4Uc3RMVG7hy7bxv+3wyZMQ3oUf33Eq/sPaXRd/2/WTw8K/3B2wuKsuyOhtQso1ibDRrZwQXgptSb56Zt3DiwKFfbti0PCf/psPT1G6rTTwVPnHqkFHj+oYc3VNRk1dcfn/n7p+Hjvx24ZKpl1NPtrZXerBWirGxopuXEUFBSyqy1/6ysN+gf40c2yf+ZGibtUZfi/4AUcE8uDEhKWzcpIFjJvQPObqnpqHQgxsbmosPBW0bNqrXvHnjE0+GJp2PnL9sWu9B/1q9bkF2zjWbvb61vTIhKWzy9GHDR3+3/9Dm23dTDgfvHD2+X//Bn0+dOWL46O++6vVf8xZNung10WSprm18dCRs1+hx/QYO/fKH5TNCwvecvxRXVv3AhRtR2kyyNpp3wED6+MBAgjqvuqYEQFs8LZGJIeOnDx8/ZWhE5KH6xiJUDyRnRyCNnzosLOpQceWD5NSTc5ZMGTTsq01bVjwqyjBZqs+nnpi9ZPLn3/5t5boFRRX3re7Ga7fPLlw2fdCIrwNCd167dWbZ6tm9+n/6Xf9P5y2Z8vOvSzftWP3r9lWbdqyOTgwuq8lzYq2410KydlZCWBkxmMoPh+2aPHPE8rVz9wVumTFv7JDRvX47sKGoIrvNXldZX3D5RtKBoK1zF0/qO+Tz3oP+uWrdghsZyS3mKhfeilDtJGvTO0mM5GEkj6DhdqQ5Mu7wqAn9p3w/4uS5yGZzZVVDYVD4b6MnDhgw7Muv+37yj8//Y8K0Iecvxz0uv79t98/9hnwxZvLAhNNHG1pLqxoKjxzdM2jkN/2GfnHk6J6qhocXriTMXjjxu4GfLVk1OzPvel1z0YmzkTPmju0/7Mstu9Y+Lr9vtNVcuJb4/fzxw8f2Phi8PbfwVmRc4Mjx/foP+SIweEdlTT5GtpdXP/h1648Dhn4xbtLA43GHDwVtGzLim2+++/vk6cNWrp23ccuKzdtXbdu59uDhrTdun7v/4Pr6Tcv6Dvzn9FmjrqQmmW11OG2mWbuPd7KiW5BRBDddSU2as2DC0JHf7tzzc0l5Nk6bXWhL8qW4mXPGjBnfPyh0V3nNg9LKnD0HNg4f/d3iZdNv3D7XbqtFyTaasXOSh5cRBZBt1pqDh7cOGfHN19/994+r59zLvmq216FkG+mzkj4rTpvbbbUR0QfHTOg/aerQmIQjre2VpM9qslQfjTowZny/uXPHxcQePp54ZMaC8b2HfL5h64rHjzNQtNXuNpxPif1+7tiRY/rsPfBrWnpyYMiOsRMG9B/8+fjJgwYM+eKb7/6+7MdZ126eNpqr3FhrneHxxSuJ+w5umrdo0oDBX/Qb/Pn6rSuyC9KM1hoPaYKB9FGCgQR1EAEpAdqKtEQmhIyZPGT0hEFhEQfqG4swvN3LuqyuptgTYeOnDhs1YWDw0X1FFbnJ105+/8OkPgM+W7duUV5LAf5AAAAgAElEQVR+Wmt75bmrCTMWjP/0y/+9fM2c/KKMNnvdtVtnFyyd2m/I5weDt9/PvxkYtmvs5EH9h365Zv3ik+cir906ezXtzKXrSY/L77sJE8U5vILLJ7pZBeFVDPNasvKur16/aNyUwWMmDfxuwGezF068mHqyxVzVaCovKL6bW3j7fv7N+FPhi1fM/LbfPybPHHHi7LGsvBtJ56MCQ3advRhT3fjIQ7bpvzfwKmbzNEXEBAwf23vi9KHxp8INplKUNjebK2NOBE+cPvSzr/6///yf/2f42N4nz0UWV2YfiwkcMb5v70H/XPHTvGOxgSHH9s37Yco/v/6/n3/7t70Bm0uqcs5ejJkxd+xX3/19wdJpGdlX65qL9e5g74H/3LD1x/yijKa2iuSrCTPmjh04/Ou9AZuzC9KOxQaOGNf3i2//9v3cscFhv124FL/v0KZR4/r2GfDZitVzbt45f/Fq4pwFE3r3+/T72WODw3dfTj2ZmnYm9eaZnPybJkt1aWXOr1t/7D/o8+mzRl27eVoPCYqxeTkHK7oFBfWyjtKKnN371o+dOGDmnDFBobsuXTsRlxiy7MdZQ0Z8s2jptJQrCU3GspKK7J171g0a9tWc+RMuXI5vNpVjVDvN2LuekcsrvL1xy4qhI7/t3f/TKTOGb9u19mjUgcjogEOHt+07tCkz59qFK/HzFk0aOOTLuQsnHos+lHI54XDIzmnfjxw09KuNvy7NuHsx80Hqzv3rh43rM2n60MCALSkX4+ISQ5avmq2v99TZyPxHd0LC94wc22fg0C+37VwbHLZ7zoIJfQf8c+7CifEnQzNzrmVmX7v/4HpWburZ5OglK2Z+2+eTSTOGX0w92Wgsc2KtNO/0Ci5Gduv9YBhIHwcYSFAXgHJTlstp537atHzt+qXnU+LbzDWU184KiAs1Xbl5dt2mFavWLU46H13TVJKee33rvl8WLZsWGLi1uDTT4qi/k311487V0+eOOXBka0V9gc3dlF2QtnPf+kXLZ8SfDm8wllY1FCaeiVizftHcxZMXLpu+ZOWsRcunr9u09Pqd8xZXI0K3E6zNJ7oY2cMpKCsjZmfD2Yuxq39ZOHPeuLmLJ4dHH6hteuwmTNWGR4lnjm7ZtebnX5etWDt39sKJcxZNPHhke87DW3eyLm/fs27a7NG/bl+V+eC61W0gGBvNOzkFdWKtKdcSV/68YO2GxVfTzpiddbjPykhuO9J87lLsyp8XTJ01atW6hTczLhit1WU1eXsDNs9aMGHCtKGzF05Y+fP8JStnTZg2dPqcMTEnQmoMj2/du7hl19pZCybs2LvuYcndFnNV2t2Ubbt/XrR8ZljUgYq6gnZH/d2cq5u2r168YmZ0YnBRRfaFa4lr1i+avWDCD8tnLFkxc9a8cROmDJ44dcimbSvT0pNb2yvbrDWpaWd+3frjnAUTZs8fv3jZ9B+Wz1j7y6KTZyLqDI/LqnIPh+5ctHTahk3LM3Ou2d0GvYek92wEBRUUlPRZSyqyI6IOrlw7b96iSXMXTpwxe/SMWaN/3vBD8qW4+qYiD2Y0tJTEJgb/uGbutp1r0zMvtVlrSJ+F4V28hLCimxFcgoIyvKu6/mH8ydB1G5dMnzVq7MQB4yYPHD9p0Jjx/X9YPiMj81Jtw6Mr15O27Vo7b9GkGbNHT581asLkQdO/H7V919r0jBSzpcaOND0szwo6tnf56jkLFkycM3fclJnDp84csXbdwjPJx+sNRa3tlckX49asW7hkxcyEk2HlVQ+uXE/65delcxdOXL9pWdixfbv3b/hp/eKVa+etWDVn1rxxcxdOCovcX1SRbXE14D6LV3AxkoeVO5opfQwcDKQPHQwk6AleIxgFt6OmmuaS2qYSu7OJ5dyyQogqwQiIHWmtbymray41u5oozuWmzIa2ijrDY1NbFUG2+3inA2+tM5ZWNjxstVQRjM0nuly4saG1rLw2v91R7xVcnIISjM1orX5UlpV+/8qdrMuZD66X1eTZkWaStdO8k5E8rIywMqoPqmVlj4dsa2gtLavJq258ZHU30ryTkdwEYzXZakqqcrLybqTfv5JbeLvG8NiONFGcA6HaawyPcwtvl9flO7FWr+BiZYRTUQkQPtFl8zTVNRfXNBXZkCZG8ggqxquoBEiKczYayyrq8utbSlx4q34iyOJuLKnKvZ9/M78ova65qKG1tLw2v6rhoc3TRPNOJ9baaCyraihsbq/AvBaad7pwo6GtvKrxkclWSzA2n+h24ca65uKqhkKTrRal261uQ21TUVXDw2ZTeU19YfaDG1m5qSXl2RZHvY938jIiaTgneewuQ2Vt/r3sq2kZFzJzrhWVZbXbaknGRngtJnN1bcMjQ2spQphYyc0rqKCgkobrRBXTEV5Ls6niYfHdrJzU7LwbZVW5Zlsdxdh4GeVlhGJsVmdDfXNxk7HMjRs7OlgyKqqYoKB6tskaoQGakzx2t6G6/mFuQVpG1uWMrMs5+TcNraU41a5HlxtrrWkozH5wIz3zUk7+zar6hy6k2cc5eNHDKQijoh6f2WAqL3yccTfrcmbOtbKqXKuzQQ9RVnQ7PE0NzcW1jY/M9nqatZOMtc1aU1mXX1aVW99UVNNQWFhyLz3z0u27KXkPbzc0l7gJI8XZfaLLJ7oZyaNfrtIxUYgKA+lj8N4DCV49+YEDnYMcvTKgZI2S/bN/iv6RmJ1DLP2DN2lFo2T/0EsV+BTgFQEpdMw9Q/vnHNJHzlL66E4FeP3T0nSMaeU7Zh/oODZ4FedVXO7YEq8+LlJ/gH52Ub9TAV4Z0DKgJUD576f9gzEp/2boU7fpU+b4ZEBLHS+T0ueh0cfwyoCSAaUP7BUBIQNKAbTiv1MCpALoro/R71E6ltYxKPiZB+iP6RwsrD9ABV4V0AqgVEDLgJT9o4lFDZcAqQJKBV4FUDIgVUDrjxE13P9Er9q5kRoudSyWkAAhaJigYvqzNODTF6KTASkBQv9XX4vS8aIIERC8ggoqKmqYqOGCigkqpo8/VQClAFr10xeldr4cDdf/q9+vAa/ScZuUNUIEuABwqeNPlH9L9N2FCyomdexhSgGkPvmC3GVp+m7Xl6/vLg149fUKGu6fFqRzKBLWFQykD9cf0UN6q/Tq/l0AvYw+ylKfjpp/xWP8E6+9dDnPTp3QZWqZN53n9IUP6zpFDfXKNb5iaa8Z7a+H0/s+7J8s+WULf/Vfn37kE3/QxnduzAuX1nG//0+Siktql79quKQ99Vxew3kNf3nD0mUVnSt90Xr/lOx5oe7/bH6sYCBBf3F/3BzS0Meq2w/ajxYMJOgvDgYS9La6/aD9aMFAgv7iYCBBb6vbD9qP1u8LpOfOWb/IMzVyuoKBBHW7VwfSG16b0+1N5F/H21429Qfp9uP24/SugQRwEeASIISnfzjVS7R1/QlUBB2/PT5Xve0dDq/u31/Qx+hlbd+bLwFm0p8DNgIfud8dSADXL98UAdFxzSXAeRVjZUSftUWfUky/TLNj3MC7T8fb/fsLgiAI+oO8YyDp2SMDkuLs+uDBprYKkrVTnKO5veJO1uWLqSeSryQkX0nIyrtutNaQrF0fWQ0DCYIgCHqhdwokgPMqJgGC5p2PyjIPBe/4dceqG+nJdqTZhRvT7185FLwjKv7whauJV26eznmYZrLVkqzdK7o45U2LaPEvqGsCAwmCIOijIj49gvAtAkn/oahzHDvJ2nMe3jpx9lho5P4N2368cC3R6jZ4SNPNjAsBITtTb58zmMrdhIni7Izk4VXcP4j6DbpH4MlAPH2suz68318FGYIgCPqwycCrAJ8+84u/VPRb9pBEQIgaIQGSYGwPHt1JOh91Pz/tRvr5Xfs3XL11xom1oHT7/fybgaG7wqIOJJw+eiYl5mHJPYur0V8LwMMpyKvTiFNRWnCidLsdaba6Gy3uRqvbYHUbLC6D1d0MQRAEfdhcTRZnkwNp9RDtJOvUi1brk4e9ZSBpBKeibsJ0/c758OMH0+9fMZjKb2Yk79z3S/LVRJOtFvNazM76x+X39XmX40+Fhxzbl3Y3pc1Rh/usPtHFyq8JJF5Fad6JUHogGSyuRour0exqtLgMVneTxQVBEAR9wMyuJrPTYHU1OVAjwTgEjdQD6RWn7DBe69A1LWRACSpe3VC4++DGtRsW7zm0af/hrWvWL544fdjSVbPPpMQYTOUI1cbKiAJoXsVKax4cDtt1+kJ0s7kS81m8guu5HtKrrvPWM5NX8S4RCkEQBH0kBI30n7IjxZcFkqC9+OoDCZCcgiG0ucFYWllfUFFXUFKVm3Dm6Kp1C8OiDpTV5HUWBbhfcPNmxoXoxOCj0YdyHqZZPQa9NPXTPaQ3uU6B8uv+398gCIKgP87bBZIICF5DeRWTOyoI0Crwtliqbt69UFabT/EOgrEWVWSfSj4eERMQERNw+cap6sZHbsJEsQ6v4PQ9e6EdvHAOgiAI6vB2gdR1HJIICH1SBkHDWRlhFUQAmKBhjOj2Ci6Kc1Ccg5Hc+iVzcGgRBEEQ9GrvGEjPdJs6C2fp/9Urm3WWKXv5c2EgQRAEQR3eQyD9DjCQIAiCoA4wkCAIgqAeAQYSBEEQ1CP8EYGE+WcJgoEEQRAEval3v8qu80anLoGEwkCCIAiC3so795CexI9e94hTnkwyxKsopyAvyioYSBAEQdCLvYdTdvpF3hIg/cVhMQkQCqBVQKuAlrtc+c2r3R9IvEbyr32Y6tfdbw8EQdBfx7ufsuMVVAaUT3Sb7LV1zcV2pNknevRBSJjXUt9SUlSRXWN47MJbfZKbU1CuY7bW56sc/RH1y1+2BIrXKE4jOY3kn9xJi4AWNJLXCP1OSe0gqm9VYb1n6v6DDIKgbtXtrdCbevcekgRIQcPLa/MPBG/bvGvNzYwLNncTwdiKK7MjYgICQ3cFR+zdtX9DZFxgSXWuA22hOIdewvxdr5V487aVeMkSSEGjOI1iAckCkgWEAAgRUCLgJMCKGslquBfgnIZLagdRxUXtKe+68d2r2z8PEAR1o25vgt7UOwaSBEhew8pqH8SfCg8M27V+64qLqSctrsaKuoLIuMNJ56Mq6grMzoaiiuzQyH1J56MajKWY18LKiL9G35tV6nvK2wYS9hySV2lWoxhAsoAUAa4BJ1DbgNgClHYAnKLmZgHKa7ikkpKKSyr2DFHDxHesv969uv3zAEFQN+r2JuhNvV0g6T8C6T8aVdQXRCceuXUv5dqtMzv3rb9687TNY7iXe+1o9KHsgjQXbmQVxIUbL1xNjIgNKK7MQWmzfu1Dl2JLL27cRe1JxdguqLehl7XFusBlQEnAxwGaAaQIGEn20EghVpfke7iPq4wQ7XdVb60qO1WNUDSvCkgV4MrTZID5K9h+WLq/OiQEQd2H6u4m6AU62/Z3CaSul8xRrD2/OD0qIehuzjWr25CRfXX/4a03My60O+tTb587Gn2woPiuC2+leIcLN166nhQSue9hyT2EaveKLlZGXh1IvIr5JBfJ2lHa7CZMLsLYAW97Cx1PbOnKg7e5cYudaLeQJhdpdbvq60rPlV1a44gbgscPI64uYUoiaXMO6alE0AYPZnBjTR60yY02ubEOLqzF+eExQRD012bs7lboGa0u3OgmjAjVhvusjOTuzIK36iFhIiBkjSqvy9+ya83SVbN3H/x1z6FNK39eMGHa0KWrZ59KPn7+cnxAyM7U2+faHXU077C4Gk+cPRYZd7i8Lh/zWvRA4hSkSz/p2UziNYxVEJ/opnknydlJtpODZJ1vxkGydpK1kazVz0axNop1UYwH51wo7yQ5xMtYHba81uyDWNIo9vjXbNS31IXZbHEkb8+iySqKbia8ZtJnJn1mirHQrIVmLSRrpVhbl036ULzhfoMg6KPU7U3QM2wEY6M4O8079JpE7xZIOK/iooZ7SFON4XFFXUFpVV5+UUb8qbA16xcdObrncfn9upbiMxdjjoTvvnQ9Kbsg7fzl+JBj+25kJLdaqwnGxkgeVnlNIHWctfN35fSpxCVASoB64/6p/niiKxGQIqAl4BWAlwc0D7wioHyyAzffJTM30GdH8zHf+GL7K9cWgcYTwFuhSmZBdouKW1Q8kopKGippqAQw6cn2fEC6/YwBBEHdqNuboGfJHWcR3/WUnT+QUF5FBQ1TAKUBLwA+ERAGU9mN9OSSqhyUbqd5R5u97kb6+bCoAwePbI+MO5xbeNvqbsR9Vq/o4t4sjXScinIK2qWG+ltd1PDshXa8RvAayT+57JtgAcFohCSYhPab1P0dvjNjfTG9pbi+atqPoP4UwIoUrk0WbLLolEWHLDkFxS2oqPDsUKoPQrf/pgpBUDfq9iboWUrHENVn73/b35DQ54mAUAAtAUJPGlHD9QwUAC4BUgG0AmgREDx4/unPBZK/mh+vYvyTOfH0h73VkJqnMonXcF4j9OFHnEZyKsWp+v2krOEqZ5PaM7nsnd5zk/noXkLsEPXKUlAeAzwPAdcKRKcmWVXZJiouTsX8peCxD8rvrXsPQdCHrNuboGe9LKjetof0glDhVb1u7JOTbF3Os3Wmwptt1tPlZfVY8v/3HcZ4vmJwaMf9kkapGg1Eq2zP9eYdos9M8kYPEqKH8CnzQWkocOcDzqIqDk5zcSrKqYSgUT3zG8crdfsXNAiCulG3N0Fv6h0C6ZlEeWZEUUfMiIAQNT2f3maD3nMgvZ6kUYrGaBqpyXbFkUM/OECcmylE92Fi+kmXZoLyKOB5rEktgmbnVYRXCV79wN5gQcO7+8MAQVD36vYm6E393rnsnunodN7umkMiIIQ3jKU/N5BElZRUWlJZWaVVDQVyO+vKZ/L2KmeGc8e/4mO+Va4sBlXRAM8GYp0s20XlA52sods/DxAEdaNub4LeVPcW6HvOnxhIokaKKimqlKj6BNXLa7gAEE6xyfY7Qs4W4uwUb8wAIWGodnWOWh4C3Pc0rllS3IKG8po+ZYO+VZigId22u95Ut38eIAjqRt3eBL2pDyiQ8Pc+o6iokoJKCaqX12gWkAzAGYBrslF13qMLgtCUhUzCYDG2F3txjlocAly5Kt8qKw5ZRVQFkVVU0AhBw3jNw2uIfuqS77iAAue7+319Wrd/HiDoY9L9k5C+pW5vgt7UhxVIb+5tu1MEr+GchnMaLgFUVewCUugsPoZenC3EfSdG91bPTtGKwoDnAeCagGQFklNVEEHFeRXjVA+nIqyKsirK+RfCA0IARI+JpW7/AEPQR+NDat8/ODCQXvQNAuCSamHQAvZxgHhxhhrXT43uLV2cA8rCgOsBYA1AtKqKS1ARTkU5FWNV7EkgAZwDMJAg6GMFA+kP9O6BpJc+0ocZ6aOOnr9fAbQ+IvdNN6h7AumFr86jahbgyVQKD4gpM+W4AWJMbzllplp6HLjyAW9QVaugOjgVYVWCVXEYSBD01wAD6Q/07oFECy4PaXJirSht9oou/fo6TkW8gpNgbB6izYm1ugkjSptp3qnPufD6dOkxgcRrhAQIoLQDJJcrPEJemMfH9hFienGX52rFIcCZBZh6TWqXFbugujjVzaoeGEgQ9BcAA+kP9C6BJAGSkTzltfmXb5xKOH00/nT4zYwLTW0VBGPDvOaSqtyT5yIj4w8fTzgSezL02q0ztU1FmM9C805G8nCvnjGoxwSSoJKiSqkaClSL7HlIF0XwKbPEuH5MbD82ebryMABYbwOmFsgmWTbzqoNV3ayKcBrGaRgHMB7gAug5B263f4Yh6KPRcz7XH6F3DCSv4KprLqqsf1hSlXPp+sm9AZvPXYprd9S58Na0uyl7Azcnno3IfHC9oDijsr7A5mkiWZtX8NeeeEXG+APpSZ0M8MLaSK9FvmXlpGepGgEUAqioBjyK5papKqX0GHdxHh/Tlzveiz03QX64FzjvAq5Gk4yy6uQ0TNBQCaACwHiACYAQ/RO8vtP2v19vVUoKgqBXeHGLAb2b9xBIOkbyeHkX7rM8Ls8Kjdx//nJcu6POTZhuZ146GLz97KW4hyX3GoylCNXmE92s7GElhJU9nPKaJYsAFzRMn1mVlRFWQTgFZRWEld8W+q4QVkZ4CRElDy+5WdnJKh5JdUlYMVUUhSXPp+KHeGN688mTQOEeYLmh0bWSYOElFyc5ecnJi05edPKSm5PcrORmJQ/T/ZAXQSEIeifd/on+eLCy5/cGkggIAeDtjvob6cmxSaH7g7YGhu68n3/DgbagXnNRZXbimYiYE6FRCUHh0QcvXU+qNjzykG0U5/AKrtcGEq9iFOdwYC1Wd6PZ2dBmr2uz15nstSZbrclWa7TWvG+1Rmvd07qupdporTTaqtrsNUZ7dWt9emv6AevZ2XRcP+741+KZMVLWDrb2KmrKt5lLzOZSs6XcYq6wtFea2yvazJVGS1Wrpbqnqmm11EIQ9Pa6/cP7MTDaasyuRpRu5xSElT2s7OFV9B0DSQQEQrVXNRTmFaffyEg+Hh+UeCaitqmIYKyot93uaTbZautbim/dSwkI2Zly9YTRWkMwNj2QXld4AvOJbtxnQeh2hGr3kG0ess2Nm9yEyU2YXLjxfTM9V3C261paXHiz/q+bMGJYPdaWhRWE+C7OZhIG+2L6+5ImCpnb2PqLhO0x7qwg0AYEb/HgRg9udOMmN250Ez2TyU20uXEI6rlc+g2i/e2qRf8JOstYQ+9Ab1oJI0qZCZ+N5p1sZyAp2NsFUsfFciqKeS0obRY0jNcwk7029mTo3oDNhaWZHqrNRRgJ1uYT3Shtzi/OOBz22/nL8UZrDcnaGcnzBoHUkXkSIOXnqq+LgBAB/l4Rz/3gRD79AEwCmARwEeAyQFXNrWHFYlmU99pyb8IIJnqgcHaKmn8Q2O4CXyWQjJrm9tcD7P4qWC/35tUOIQh6Rrd/fj8GMqAUQImA6FI74i1P2XEKImg4p6KNptIb6cmXbySdvRQbfyrsaMyhq2lnWi3VDqzlUVnW5ZtJyVfiE84cPRYbePZibFlNnhNrpTgHI3leWw9D6HJx3fMzhb+o/sXvhPEq/nTtEPzJXzVU6ILXcA7QgoLyRL2vLNGXsoCJHcwf7+s7NUV5sBu0XwFUkSYYecXFqx5eRYR3vETwz/GHzJ4OQR87eJXd+4W9eyB1BombMJZWP8h8cP125qXsgrS65mLUa2EkD807W9qrch/dzsi5mn7/SnFVjgNp8QrOzjTq2IJXttSvCqSX1FX6HfDnilk9qbLhL67xpMoGrxGCQsiyR8PKxKIo36UlXMJIJmYwe2qSnLMLWG5odKUgmkTFLKoOQUUF7dkJwnvMfOEwkCDoHcBAer9+RyB1kgCpT9CgdHRg9ekYsM4Ta50zOMiAkgHJKQivt85vUIeiSyD9Ce/98+3yq1Yqabio4qKCa7IdYKViRQJ1bbUvYbTvWG/q5BT5wQHNclumKxWhWZatguoROqYGfxLAYk/JJBhIEPQOYCC9X28QSPqfnz/j9IKryDt+hun4V3pymxABIWpPLjbvfMxr20S9pyJopAi6/eB70eZpJK/ioupWNDvLNNpqr7qurWGiB7GRA8RT00FeIGhPB1S9KtoExS2oiKggooJ07nRBQQUFExRcUIgn1D/zCIBRBEF/Dpher/VeA+ntvb5l7OmBpBK8inMqIgA3Bzy0r5GuTqSvLfHFj+CiB4tnZmjZu4HxBqBqVckuK4iseGQFERVUTyZRQUUFE2EgQdDHDwbSa8FA+n38Vz0gvOoWNLes2QFbwdUn4teX0ieG87EDhBNj5IxNwJQK+BZNdiiSS5ERRUYVGVEURFJQCQYSBP0lwEB6LRhIv+vYwngN6dCxi1ARuES2xlt/Ar35o/fUSF9ULyZumHp/M3CnA7YCSC2yYuP06+4UD+whQdBfBgyk1/odgdRVl8mIXjJJEej6mLdoGXtqIOH+guUeQfMIGsKruKCSvEayGikAROVqmYZT5M3l3oQhQnRv7tQY4cE2YLsCfEWK2MIpDk7xCCoiKKj45DckrMPrBma9VzCQIOjPAQPptd5rIHW9/fyseS/qFb2+ZeypgaS/WMQ/LAkTVELQKFGlZJXQAKUBXGMahPpT3rTV/MlRTEw/4uQYKWczMCUDslThzaLkkhS3pHikJ78kYYKCCgoKAwmCPkYwkF7rPQWSrnOkqqBievDwKvZMl+jlVzl/cIGkvy5/IGmEoJGiSioqrgFKBpSqoYCtkxovYGkb0FOTydh+vhPD1PSfQMsl4K1TBbOoOEXFLSseRXHJilvU0wgGEgR9nGAgvdbvCKTOSRZEQGjACwAPgAAABwCjAq8EyC5/YgHgAGA14FOB9yVn7T6sQOo8wjB/IJGCRooaoWiYquEC8ArAqwFUY5p8LWme9E1k0hAh+kspbpB0e71muqn5ahSpTZSdouyWZaekuEQFgYEEQR8vGEiv9XsDCRU1gpURo7X6YcndrLzreY/SDW3lFOvwiW5GcjOSx+puLK7MyXxwvbA00+JqpHmHT3RxCioCQnhqqoXXBFKPRHRBCk8CCRM0LwsYAdCygmhci9icwqQtEU4O5I996Y0dLtzdAtqvAF+FIrYLsptTUE5BBQXp8Gb90fekx+5bCPrIwEB6rd91yk4vQ0dSnP1+3s2T5yOPxhw6cGTb4bDf7uZes3maPKTpYem9yPjDQeG7A0J27jm06VhsYN7jOxZXoz65KttliOjzqdM1ip6b0Yd4PqjephDfH1KqSwCkpBEKwGVA8BrNAIYBDKfRkoYBvk5tOsHeXk4nDKWj+vlOjpUzN4HWZECWqIKJl92sggiKR5JdouLmFU+XufX+aM/PlgRB0B8B/+M/zh+ezm6JqBEiwP1xgwraS2b7fu1vSKyM4IyVUxBBwetbSsKPHzxxNqLFUlXVWBidGJx4JqK8Nt+BtpRU5YRG7k88E9HYWoZ5LSRr94kdnYPOlvFFXyteFQNdp92VAS0Db/ehZWwqCLkAACAASURBVEArgNI3QwQ+ATA84DjACoDRAALEOsV4gUxfT54cy8b04xNHy7fWgIYTgChUeJMoORTZqahOUXULmkcAL9rh73lq8xfObg5B0B+E/AMKFHwEOubu0Vu5rhe+vWMgiYCgOHuLuaqkMvdMSkxwxN6svBs2T1NG9tXw4wez8m440Baf6HLirecvx0XEBJRVP8C8Zq/g8kluVkY4BeEUlFdxXn1BP5eRUIpzUZzLy7u9vOd5NO/uMVw07+p6j5d3eTmHj3d4ebuXb2fIKrT6vCd1LZ0wgo3qw8WP4NNWynXxkuchS9bz3ibW10r6zCRjoVgbxTyLZN87O8k6SNYJQdAfz0Gy9j/gU/xBs5Ncxz6heScrI116Tu8USCIgeBUzWqtT75yLORmyN2BzQMiOuznXWs3V126dDYva/+DRHZunieIcTqw15dqJsKgDj8qyEKrNJ7oYyd1ZmPyFgcTKGO6zW5yG5vbqTk1tVR1MlQZTpcFU2Wis6IEMxvJmY2lra3FLa3GjsbSurbLJXGlsvG/Pj3SnLMFjR9JRA7DooWjKQrQgzFVzxWq4a2x+0NzyyNBS3NRS1tRS2tRa0tRa2tTaccNgLG00ljYay96r8m7fURD0J+gZDUX5i7zfT/QHxmAqa2orb2gtbbPXYT4LKyOMhLAKwqtvecqus4SEXltJv4F6zZdvnAoI2ZFXlH4vNzU0cv+texdtniZeRexI88lzkdEJwdX/P3vvGR1Hkf7//l7cF/f87/2f/y45LuEuuws4gBM2YHJccoZll2VJCyxpyWDAmOicc8TGxsY4R9mSgywrB1s5TJImd3d1zt1V9dwXPTMaBRvJAdugcz5HZ9TTXVNd1V3fCk89T0MhJ4dkM66lRkipJayuguTNvRqY1110asIZLme4nOZyCuY1V3BdFrR6q3kVv/VdZuED2vTrjdk32htehtoFlNuH1TrXCDhm1LFZ22YsJ2G5jIftsrbLWi5rpNP00F2253S61nCR4fKHpnc3e9ikOnCiK+VIOE53Z+CTIxsnTfX1PBs9xMSCiQUD8yYRTvhTpLtId7ku9OIV/lViYNYbmZgdDYx7J0i6y1qUNzDnazu4t3hbcUVeUVnu2s3Lxnz7/jeTRpUd3N0UrFi8fMaYb99dunLWlp2r5i2Z/M3EUeu3Lg/F6pASls2Y7ibTanTIKbu0wcIJn/89KiyQTBAtkB0qUxwHqw63bZRyPlYW3WfNut6Ye7Oz7gWomwdoL+gN4EQAsxSzhDCEsoSyhCICPAEeA+90xNtu7IDQNQhj1+3JvYwV633783fngGz3JuzsCa+OI+BkuLteRTLtZcq9jhrc42SP4z32Os8n3tCuW/gusdZ+W2SZNnSImNoLQco4XzAJamk9sHbzskXfT5uzaML876Zsyvmh3lfKSkHJiLXG67flrp6/dMrMBeOWrZpTUJoTYZoELeKZM5gpQ7Lurex+XQg25S0qWlR2CaI0BlYTDW2Rcz5A8/+qzxhuzrqO/PQPqJkF4n4wm8BqJVbEdaKOG/ccOriYdQhnd4xaa1HOAtSta4xD+cvowmGKvXdGRD0vjePXZPfwV070w5CdyZ8vjaNI/EjK7Wc5gqfieGSj15x4K7tD0bkh7qPXgmRlbYw1MCsZUVYKMWJQ1CMm4Tyh8j4YLstrEU4OyWYsfX67TXPPWsZTHoeILhFsIppUtKjkENGlPLhhq20bl/OxvOgea/oQd8ZQuvpJODAduD2gN1Ej4NqtDknYlMWEIxg5REhvxe3QueiNhWWvBOmk4FRt/nrG0Sjur4/e9mx6Su/7TL8sJ3z3z0nKkWyM9b6ygXdAcFIWex0EP/Nt169+U4KEiegQ0aSCTUSHyCZVLBCoG3FjedqOD/QlfyWzh5kzhrurn4Hq+cCWgtFMccihMQtYQhDFgkvFtKdawQIhy31Rr+g0bPqlp0NPeF1k6K3U9fDujsew8pcp5JOkuk94Bn5xTnzTf3JyhIJ0FPxWBMkmoksEhwg25THmKRYcKpogOqAAiZHIVmnn++rSe7QZ15qzbrTWvOpU/wCoBJxGh7SZNIFdjrrIwcgiyCTIIMggvEEFg3Zwo96DKTuhy6DqcBtje36Dx7xlP2J6m/Oet2g9vLueD9R6/SAdn5FiJic9Tfz4DDUyCzy9nO86NpJ/Qjn6trtXt3nilea4CJJF+aNezjriMj3FcKjgEsEhvE15l/CY8A4RTRB1kGzgAbe6iTyUO4r77iF95ghl9k3Wuufh4Bzg9hHT5+A4xTFwIy5OWoTzBEkngodBBG9JsEcQ3iKdyl+wyCHobWe/Jxzncj62UtSNePTs7o55//1ICvnQJkKHowfpH3M96ObMHt5pj4vi5FYm4ajp1c+deKU5foJ0DDmZn5hj8Mw5RLBTkfcEmwhef1AHXgNkgkhx1I5ul3Z9Ki+5V591jTvnGnftM1A9F1AxsVrBbQMSJjTpEM6myKa8SUWDiiYVzfZZu5+X/+6GTcds8b/HTXDv5rWOa730JgO91pjjcWu9krpeFfIxF9EjurvjNXo+rk/RqcaJV5o+QToZ6NyjMalgAmdSzqASphzgFohvNnZ/qnx3vztrqDnnWvvHp9yKmYQtIWbAdRMUJ7GbdDBjY84kvJHqMvcVex999NFzTrzS9AnSyYngmW6bVDKp4NA44GaI55h7PlO/+6s08xp++lDph6do5TRgCojZSu0IdqKOG7PdhOkyhsuZbibC7M/XTta6Ufsa3uHXkHrSkT91J/d7NaF0PG6wV+VwnLJxXKvvF7i7U+h5O2k48UrTJ0gnH0R0iOhQ5BDeJpJBZZUiB5Lg+mhsq7rrY+a7+/hZw9TZw/GqR0jFDGCLwPRTN0ZwDOO4Q5K2F2qWIJsg+xC1Y3akr9j7+IU5STSjT5CyOPFKc9wFqZMXgOxw5l3dB/QJkkXTgkR4h/Aulmwi6SBYNAk0Am6zG9+l5I+Wl92lzxpizx5i//g0VEwnbJFrtlI3gnHMwYlM+HMvrJ9NkN0lIK9JeSPNITTpN1bsffyynCSC1EcWJ15pjpMgeUdSQcoVKy5oEV4Naw5jA28Dsiivu6xsxgUtgpQ2pLSJesZHQ7ezTMfPsOSkwyaiTQSbCg4RXSI5RDRAsCjrkphLYtiJ0NhOO/8z/YeHrfnXaXNvsFY96ZZOofHdoDVRO+qmPThkC5JnxddZkCAN5Y0+Qeqjj986p0ycwF7vQ/KkSNQjZQf3rN6wZMmKmXMXT1qyYub+sh0J3ser4ar6guWr581bMnnu4kkLlk7ZvGNlva8cKW0ZT+NHmtdfTTMqWFS0iWRRyUibzNlEcIkIdhvE95oFY8Xlj0uzR+gzBjkr7ofCMRDbDbof2xHHSWQLUmaQdOwE6dSbo/91Z/hUzPMJz20fXThUF//EK9DRCpJFeYuiKNu8Y8+6TTkrt+9as2bT0m8mjvrsq3f2FG5uTdSv3rDk48/fnDFv7Loty7bmri6uymtLNEhGTLESnrPwI9WkX9mDnjKGtqhoU9GhIqYSxRzYYZLYJ+2bKC9/yJ4z1J41FC9/kJZOgsRuojVjO+q6cRszx02Q+uijj98Ip74gZWRJc5KqnaCgAlgU1N37N38x9oPtu36KME3rty7/ZuKotZuXVTcWRZgm2YqZBBmY0zHb8xHSYXfPiCcf2RsgenktFR0quiARkF0qUOCBxB2m2Nr/lfHDQ+ac642ZI6zlj0DR1xDfDXojtlodN24TzqG8Q3kXBDflwCntmqELXUryuGz76KOPPk4pugkO8ItzLATJwwERgyyZscLyHXMWT1y+em6DvzwpBPYWbf1m4qj3P/nPux+/PPrrd5evnnewoTDB+yUjpjmMgbmfUSPCa07SW4Li5FZObkVKKye3slIrI7YyYigpnHQwYmuGXl/rIbYmxLakGOLEAKu0cUKz0LKZzRsjffewMWO4PXWAs/Sv5v5vLP96NVEsoDqO93NiEEkhD04KsR5yiOmEFGTEbDrkto8++vitEurYMvyySEFWCnJySNSjJkEGRgZGvQ7Q583XeWpkAR9Hvp17183/bvKWnT+Gk42SGfMm5RQrIerRKNe8NffHz795b8VPC0KxOlGPpuP7HXaQRHjJiIaTjcFobTBaG4jUePjaalpaq082ssPaZtPSerCXSVX5WiuaWyuaWisbwtVNbQdbgwXJ2p/4nV9I3//NmT1cnjIgNvd2ZuObTPn8SGNOs7+sKVjlC6VoCVU1t7bTlKa5taq5tbIpmE1Ve/jdPvro47dLVceWoVMrcTyobApWNoUqm0KVTcEKX9vB1ng9IwU1h1HtpGf7Rkb3ag2JIpMgmwqiHi0s3zl74YQFS6fmF28NRKoZMShbcd1lRD3Kq2FRjyTFwL6S7WMnf7p89bxApEbQIzpmLeAPP2vnGU10ccPK2yDaJ6U7kK5j4SNIxKEsITGLJjVAKuU1yrvAAGmjbIlRMkdb9bQ293pl9lBjxf2k+AtI7HCsNttJOoR1KLIp71DeAeR053TVAr4jfQtIffTRh2hRsUvjwFtwPNeYgbeAt4G3gDcJb4PogGSDkLVtv8dTdqnd/hRZlJfMWF7Bxk+//O+b778wfuro2QvHT5/77Yqf5lc3FkWYxvzibct+nLNg6dQps7/6ZtKo+UunFFXmRrlmUY96a0g/a9fQ7lmggyL2avHjF11Dyi70I01EcICzgDdB1EDQKG8BcoHDmMFshVY8hf/xaXXeCHXWIGfZnVD8JSTzQW+gbsjGCZMg7CYpTmDC2V0Lk6KO/Lybhj766OM3Ae2O4/xznXby2CCYhE8j9E6QbOANzMlWvN5XVlieU1i+c0/hll0FG3PzNxSW72yN13NyqLm1an/Zjj2Fm/cUbq6s3edJkeokdcwamOvO5/exF6QT3/XoJSYVDJqKLqFTXqMobR0nYDdG2P16yUR11aPa3KH2zH72Dw/S0ikQzwH1oG2FNMzYmCGYcUnKiYOVTTcl3DdI6qOPPk4WskWrlyMkwqWsEtqj8wlOqoMvetZ0FnhjMcEFkYKCQe7QGnpDtj5B6lQlniClDLWR7jnqpsghLKEMkCiwBW7JWPOnx915g43ZQ50VT9DC8RDe7sg1qhVWMatRwSS8lbVFKUU3mtQnSH300cdJgnDEgpTSCc+iIXvVxwbeATFzmvc5vebUHrk8K2pcnyB1oF2Q0piUtwjCmCGUtUF2cRzQfrt8qrT6b9Lcm6wZ19pLH6a7P4PQRleus502gyTMrP1JWXScsuuBZ9U++uijjxPCkUSM7VZCuv1sUd4LV+rN1Nk9GB71CVJmT6tJeYxZlyAFdB10gpOEK5Er5ko/PefOutaZNsRZeBfeMwZat4F8wLX8lhO3MGd2GSGZnTnxj10fffTRR1dOrLfvPkE67AiJ8jblbSqYVLFAdUDGmNPFRqNiDv3xUTL3Omf6cGvJw3TPGAhtpHKtY0UMlzNdtm/Kro8++jhFOKUEyTM0Nwn6dTej3Zq7ZLuUtUG2QbGoYhGR8MW0fJy55h/6vNu06de6S+6FvZ9DaCORa12zzbXDjhuzSNIiyMJepFrUEf5X46/21OS4Bqv+dWe4Lxu/Pk4tQUp9/pULUk+w07HAKYm4YpFxYI6w9gVl7vVk+gCy5G6y8wPwbwDxABj1xPFZOGoSzsKijUWHIody7XRwf/dbL9UTQW/fiBNeR711enaSZOM4ldtJko1fDcdEkCClHIfTlSPVsz5BOjyYCkAZIlcrdcvF9f/W5l6vzhhkLLyV5HwILT+BUEKNFstJGph3MOdgzqFsFn2CdML51QvSr1sJTpJs/Go4CkFqj8JHBZNwBuE6Wc1lJMoBwQa+g0FdahtwnyAdHUSwiOgQ2cXI1Zvt2sXK2n9KC67TZl1lLvor3fkB+H+kYoVrh03M2CRuk6RDmT5BOpnoE6S+bPTRXp5HJUgmRTYIGGSTIh2zFuW9sLAuiJ61t/fZBalTxNjsBaHDD576BOnwGEQwiGBjAVwGlHKzYZa66W/qgqHazEH24tvJrvcgtArUStf1G6TVIDG7T5BOLvoE6ZfJxq+7NH41HIUgeYFfbSrYREgKgYMNhYXlO/JLth2o358Q/IqdMDCn2skI01RVV1BQmlNevScUqxO0sGonDMwamPM4vCx1K0gm4a30nt7s++l65FePSQSN8AbhHJwAGgC92KybhTY8Kyy8QZ01zFhyN+S9C74fqFzuOAHTjTuUtUlnQbK7f1sEO41JxTSp5Vm7I31v2pFyqGare2wi2iRd9Wl69YteCh34uUvMDghWyuCzA4dtgo8Wuxt69YtiOuSYlB17rON9HaKIui+E7PI5VLb7BKnXHJXZdyZiLCsFc3avWb563vLV8xYsmzZ28ifzl0450FAY45r3lWyfs2jirAXj5yyaOG7K6NkLJ+wt2hphGmUzrjpJ3WUNnHGldxhBSilWtiCZVPBcHmXV8Yk3nP/lMaigUl6njEmjDo1SEnbVA0rTCmnzy9L8m8xZw91Fd7jb3wL/j0Suduw2TJI2ZhzCOpS1KWdT5BA+HftcyLx4BhUtKtjpr7wjRlZ75F2Vwe57046Qri1Xe0naVLKpmIXkEMklkuO9vVTqlSB5ZzpEdGgaIjrpZreTLHVqiI32v4JFhU61n35+jgtdH7af+7muj6JkUbkjkpW+IyNdMplyzpSM01H+jY7n975m+wTpZ0osy5EdbxKxt0YNKZGQjGhLa1UgUhNhmtqSjavWLRw15q2tuauLKnJnzPt29sLxheU7GoPlefs2jpvy2bwlk2uaipHSpljxnguSRTO7aLvdScNndYV+W5ggGlQwAVnA2sA6lMWQJGaT3vgDt+l1ffHt9qwh5ryR7vZXqW8FSMVgNhEctz1fRBTZVLBBwiBiKrggWCDqICogKiCa7dOtkgWi2e74VXBAcDvigOiAdEKRHZBskB2QO21E807I+lc+yRA7IqX/yi4oGBRKswCFgOKC6oBqgWKB7JG+Khsh49DLAEEDQQVBB8EBAQPvdkZwU9WdQXJAtlPpqx42qA4oDsgYJAwiAYGAgEHA6ciQXQNCHiXOIZ63TCDKTsEn0yd3vpE0ioedVXQWyDZIGCQCEgERdyzGlMfkjmRWIjCVCJUolSlVMFVcUOz2uhAOgdgT7I4ZyNDDy09+7Pa7yxpWEv5IvH1nT6Z5n70AfQTkBO9fuXbhtDlfFVbs2LRz5bgpn23LWx3jWjSHSfD+73+cM37q6MLyHUkhIFtx7ecGSSZBmssoVlw2Y5IRE/WoqEdFIyoaEclIfRCNiKBFBC0i6nFBiwlaTNTjvykEIybq6cLRo6IRk/U2iSlnKhYwq5+V5l2vzxyozh+prX/OKRgDNXOgbSNl8ylfBkoN1vyGHla0sKSFRS3M61FWjzJGjDHjvBGX9ISkJ0Q9IegJUU9KelLSE5IelfSI3E5U1qOSHpP0uHTCi0KLdaL92y5fnRSoMUGNZODViKCFBTUsqBFBjYlKXMpCVmKSEpWUqKRGeTWK1CinpUBqhM9Gi/BaRNDCXmqsFk7o4YQeZrQwr4VFNSyqEUnrRFTUIqIaEdWIqEUELSpoUV6LIi2KtBjSokiL8npc1OKSFpf1uKLHMkh6TNJjohETjZjQmejRIBpR0YhKRtR7zNIPW1TSo6IeE4wYn0YwYqKRegUyD6eiRxUtKmlRQYuJWsy7Ke++OC3KaRFOi3B6GOlhQQ3LaljWIpIWEfVI+9ukd5MrSY/KelTRY6oWU7W4qiVULaFoCVlPyHpc0uOSHktn8gjx2rROHHFqJxudb02PCHpE1COKnbAoOlJBSlsleB0Tk3CNgYrlq+fN/25KQen2cLJxS+6PE6aNzs3fEGWbJSOaFPyrNyz+dtIn+0q2M2JQsRI/K0gW9SLGhlkpyIjBpBBI48/64E/w/gTvTwrBpBBM8L89hECCD3iFkC4Kf1JoSUYL4qUzY2ueExfepE4frE8das0Y5s6/3l1+j7vuH/qWN42C8XbdKi2Yx8dLGaaK5WoZ1JhEvgQKJPhQAoXiKVrjKBJHsQQXT6JwEvkY1My208IiH4P8SRRIoED8RBLsdCTG+duzxPlPaN4OAR+I874MCd6XQL4k8idRwCOBAnE+EEOBGArE+UAC+ZKoJYGaE3xznPdF2/HH+EAGrzQSaWIoFOUztRlKcKEkF0qiFAwKMSjI8kGWDzJ8kOVDrBBkhQArBJgUfkbwM6KflQKcGERiiJfaeLHVA4mtSGrlpFZOauOkNlbuROgIkUKcFMyApCAvBnkxiMQgJwZYMciIoaQUSkihhBiMi8GEGPRymxQCrOBDvI/jfRzfgvgWlvcxvJ/h/QzyM8jHIF8C+eK8L8a3xPiWKN8cEZqjfHOMb07wLXHUEud9cd4f533x1GmdSVeTL4Haiz2RrrIkCiSRP8n7EiiVQhwdEXz2tS0xriVxxEmdVKTvIqu9SjXsgh45ckGyKO95+zYwl0C+/JJtq9Ytyt23wRc+oNgJzWEKy3dMmfXl+q3fh5ONmsO0JuoXfj9txrxvq+oKkNKm2hlBymhSd7OChNNdVrUZ1Ul6kQQPC/vbg+lUCIqdVJyk4jK6E3G1GiOwVtr9mfTT88qSR9TZtyjThkjjL5fH/0UYf6Uyc4Sx5C79x6e1nHes4nG4ZRmO5bh8uas0uFab4cQVJ67YCdVmVItTLKSavGZxmpXQrbhhxQwrZpgx3YzpZlwzk6rJKCajWBmS3ZH9FdOFQx0/UsykYibbPx/DlI8liWwylag6Sc1lNCepu4zmMJqd1Jyk5jKqm9DchO4mdczoLqO5rOaymstpmPfQiaATQaeiBqIOkgGyAYoJipmaoVJsUByQHSrbVHKoaBMBOxzYDLgsOCx1WGonqRWnVpyaMaKHsRpypYAj+h3Jb4s+m2t2mEaHaXSYBjNRb8brUkRrzEhXDh4J4YNW5KAdrXYStU6yzk7W2UydzdTZyVqHrceoEfNNjtjsSD5X9mHFT5QAUQNECRC9lZht2GwjRhs1w2BFwI4CTgAwABwBRIDDwGFALiAXeAeQBZwJrAmMAYxOkjpmdMxqmNUJ0jGrY0532RQOo9tJzUpodtJDtxkt8+o5ScVOyFZcthOaw2gOo1hxxUoodqLzG9qxxjtjJ9QU3vneh8NeckqhdikQr7hUhzEwe1RTdgbmNIcpr947Ydrnb7z3/KSZX6zdvGxb3k/7Srb7wwf94YM/rJk/dvIny1bN2ZSzctHy6ZNmfLEx54dQrFbQI7IV1xxGd1n9cILUW078os4vTue1UzPLD54NiDithCmCyHZoWQllk9289801f7eW3W3MHaFN7a+Nv9SY+EdtWj951jXSojvltc9JuZ/qZbOw7yeSyCNKBXUagIYIjWKSdAnjEM4myCHIJZxLOZewLuFcghwsWFgwsWdqwXfCygq6lXVCVxuNQx0/rhzzHxVN0tko69AIJkUGQQZBBuVN4L2FLhdEDCIBGUAGUABUABlAAhAAeAAhCx4wB3YSjDioEZBaQQwB8gPTSOJ1bqzaDh+wQhWGr1RvKlbr9yu1BXL1Xqlyl1i+UyjbgYq2JPPXc7tWCzt/4LZ/z279Lr5xUXT9/Ni6efG1c+OrZ4eXT/EvHtcy/+uG2WNqpn96cMqHB79+s/bz1+rH/Kf281fLPni25N1nyt59puy//yh+46nS158q78wTR8JrT1S88dTBd/5R99Fz9Z++WPvpizWfvnjw0xdrRr/U8MWr/nFvBSa92zjl/aYZH/nmfBpa+EVs6bexpWOjS8dFVk6OrJ0ZXjszvHZ2fOM8ZstCdvsSPvd7ce+PUuFauWyjXLFFrtqmHdyh1+YZjXvNlgLLV+iGikmkHOJVkKgGrgGEFpCDoIbBjIGdAMwCCABiuvA9RAApXSMigERBxCDYgAzKGoBMEAwvBiblzaNcS8teTYeUf+qehEo4BUFHuYaEZDOWX7xt4vTPP//m3a8nfPTVhI8+/+a9GfPG7i/NSfC+pmDlui3fz5w/dvzUz2YtGL+ncEsoXifqUU8YdZc1CGdgzjisXUOfIB2hIFHB9OyyMMIk6bphbAew3kSFMrdtq16zRNn/rbz5P9rKh5Q5Q+RpV/AT/yxO7qdMHWRMH2bNvcFa8Yi9/Q2r8Au3fj6NbAGxDBwfJRFCki72YFzMOJh1MLIxSgsSMglrkqxwwBhZOONcnDcJb2Lewl1lIFvDfmE1OoxAepaHh7gcCxYRLCqYWDCx4O0JS12VxqaCTUWHCp5hmwuSCxIGGYOMQSGgEpAJKAQUAIWCRECkwBMnSfSoIwVttkVvq1FbqqSaQr48hy34idmzIp67LLJtcdvGea1rZrb9MCW2eHx87jexGaOjUz5uHfuu/6s3m0a/4n/v2eBrT/j//WDTc3fXP31r7WM31Dx03cF7h1XeOaj81gFlN/Yru/HK0huvLB75l6Lr/lg84tKSERcXDb+w6JoLCq85f/+w8wqHXVA07ILCoRfsH3zevkHn7R983r5B5+4ZeNaeAWfm9z9jX/+zCvqfua//WXuvPH3vFaflX3l6/hWn7+2e3x0hV/5ub7/T8vudtq/fafv6nZbf77S9/X6/t9/v8688Lb//afsGnFFw1dn5V52zZ+BZ+VefvW/QOQWDzi24+pyCQefuG3xu/qBz868+p2DwOfuHnlc07IKS4X8ovebishGXVlz/x6qRl1WN/FPNzVfU3z6w9t5hNY9c3/jkzb5n7gq+9ED49ccS/306/tELrV++1vrt25EJH0SnfRqf/UVi/jeJJeMjyye1rZ4W2zAnsW0hl7dU3LdSLVunV+eazWVW4KDVVmsnmojcCnYSnKTjJm3KOoAwCAQkApJnBpL+K+KUaQbvAO9Q3mm3nkcWRd155UcmQQbhDIJM3Pn4odzotNskd3huu6bMnTT0WJC63nnGFFt3WdGISkZMNKKCHhG0iKTHL7GkZwAAIABJREFUVCthEs4bQslWXNAikhEzMNe+H7Z9l2s2RylIx2DTwylFd09hFhYVLSqbVDZBMqhggmyCbAPv4hjgNrAaQSqEyDrSMBuXfmHseFP76e/ygtvVGdcqkwcpE/vJk/qLUwYr82/TVv1N3/oGKRwDNXMgtA7YPaBXgNNA3SDGEZMkdMzqhLcIcghr0qRBEyZhTMIahDUJaxPWwayDWRtzNkY25izCpYYFHeCM7o53+3Ieioz+GQTpFKlp9NRAhE/LhmBiwcLIIpyVOu5lgDUJaxHWwpxFPM+2ouEZpFJkUKQD0gFZgCzgHUAERAKezKQM/DCIlCIgCAgLLgN2AswoGG2gBEFoAqYOIlXQXATVu+3SrdreNXLOCnHTEm7tvOj3U4MLxjbP/Lxh8kd1375dO+a1gx+/WP3OPytfebzy+YdL/v7XfY+NzLt34M67r8y5/S9bbrx043V/2DD8gg3DLtg89MLNQ/+wcciFG4ZcuHbIBWuHXvjT0As3DP3DlqF/2Drkwq2Dz88ZeuGuYRftHXbx7msuzhl+cc51l+weedm+W68ouqN/6d2DKu4bWvXYdVV/u+nA0zfXPHNb/XN3Njx/d+OL9zS+dG/zy/f7X3+09e2/hd99OvLe36Pv/SP64bPxz16Kf/5KbMx/4l/8Rxj3tjzpfXnqx/KUj+SpH8lTP5I68+GRMOVDafL74sR3uHFvMd++yX7zBvPVa4mvXot/8Wr085fbPnsxPOqFxKcvRT98Pvj2331vPNn0n8eb//OY79VHG156oObZu2ufvbv2mTurnrql9LGRxY9cV3z/NcV3Xl10a/+Cm67Iv+Eve67/U96IS3cOu3jHsEtyhl68fchFWwdftHnYxZuGXbxxyB/WD7lw7bDz1ww9f83Q89YOPm/DkPM2DT5v8+DzNw4+b9OwC7def2nOzX/Ku+PKvfdeVfTwsNInb6l49v6KFx6pfOWJqv/+vWbUS01fv9Uw7p3GqR+3zP48vGR8YuUMYdNCNWeZs3cNLd0CdXvBVwTRA5CsA9QEoh/UVjDCYEXBjoPDAOEoRRR4CgLJSBflHUBW+8AAWSCkTc8lb5Cd3axnzuwgSFiwvGmMzhMYqabYIl3Dp3XPLyVOPyNIncdJGTWzge9kaumAaAOfHlqmvnW8AWYHDTwmItRHr/Diz/I28DYgG5ANnA2s47Q68gGSyHObljllk6yd71srH3PmXadPu1qd3E+beIUx6XJnyuX27Gv0pfcZ655z9ryPD850W9cRtBdrVY7d4pAopVGCwzaJmDRqkYRJGIOwJkk6JIlxgrgJjJMuZhzMWIQxCGMQ1iCsQTidcDphdcrolNVT/6YwevMQt79UhDMIp1JWAkYERgRGSSWO9PQ4xsJeUF3WU0edcDpldJI0SNIiSZMwFuVNEE0QLeAJIAoIA8LAE0DpeRsGcBysCNXbiBxyUYsVrzGCpUbtLrFkY2LX8rb1c4JLxzXPHV0/+d3qL1+p/PiZsrcfK371vuJnby988ob8B4ftu/uqolv7Fd3w54Lhl+YPvnDPwHP39Dtr9xWn77nytH39Ty8ceGbp1WdXDjnv4DV/OHjtxZUjLy276f+ruO1PB+68vPruK2vvG9j40NCmJ0c2v3C377WH2t55Kv7Rv9gx/0bfvi5Ofk+cM1pc9I2w+FthyXhp5XRl3TxlwwJ5yyJxx2Jp11J57wp1/0qtaLVest4s32LW7DQb9liN+XZzgeMrdPxFbrDYDZW4oVISqaCJAzR+gCYOQLIG2HoiNLuS35ECjhykeroxteNgxVLYxwIrRsywo7U6aquthhwlZKshRw3ZStAQ/bboA8EHXDNJ1ONojROudsMHcdsBJ1Rh+Usdf4njK7aaC/WGfKVml3Zgh1a6TSvcpBasV/atk/PXSrtWSjnfS5uWSGsWiD/OFldMQ8smJxeNj879Kjbt4+S41xJfvhD+9BnfO4/Wv3Jf9XN3VD1984GHR1Tff82Be4ZU3HVV6a39im6+vHDkZYUjLikacmHh1ecUXHXmvoFn5g84fXe/3+f2+/2uAWfmDzq34Jo/FFx7ScGNlxXeennp3VeVPjCs9ImRZc/cVvnv+ypef6zqvWfqR7/SNO6d5hmjgt+NTaydw+9cqZRsNWr3uP5SHK0mbBPlfSAFwYiAGwc3CZgBygEIADIBBYOCQXGp5FBkEdYkTAaDMBbNdO/4jBqlpzG6alJP1egUEKSjoE+NTjheZ59zgKWQBIiBGwKjiarVlMunwZ+MipnCzo/lDS9oPzwszhvJTxooj71CHtdfnjxEmnOTsOQ+bfVT7vZXSflY7FtOEttALgaziTphQhKYMg5lHJLEJOGSuIOjDo47OOHgpI2TNmYswpgkaZCEThM6Teo0kdakDEcoSCbhDMJplFUpo1BGBkaljEFZnSJvzd8gvElYkyRNkrQIa3m9SCpYIFog26C4oBHQABQAHnCCSC0OajASB7VgqVa/T63MVQo2qluXyMsnJGZ+HPzqleb3n2547aGa5++qeOr6ogeu2nf3X3bfekne9RfmDjs3b9A5eQPPzO33+9z+p+VdfWbu0HNyRpyXM/IPO2+5ZNcdV+y9d2jBQ9cVPn5T6d/vKH/+noqXHjjw2uN1Hz7b8uWrkcnvc/O/0FZPNTfOtrYtsHf/4BRuwCVbaEUOrdlFG/KhqQD8RdBWAtFyiJVDohKYA4CqQagH1Qd6CPRW0NJ9cCcOOAE0CTQBNAkkkYbx1vwBWAAWgAPgKHDpI1wGCiwFlO65S17vE4NEQCYgp/ujnbc02UdCao+RDYILUvpI+wkYJAoSBSm9tJNeTqMIAKVyTj04oCwQDggCmoawgBlwk2AnwIqBEQGtDbRWUEMg+UBoAK4WktUQrYK2ctpaRoMl1FdEG/aR2r34QK5bts0s3qjtW6Pm/aBsWYBWT4kt+So08+OWcW9Vf/pi+TtPl772aMm/Hyh49q69f7sl79Hr8x68Nu/eYTvu6L/l+os2jzh/09Cztlx1+rb+v8/t//tdA0/fdfUZu4edu/e6iwpu/nPhXQNLHxxe9cSN1f+8s+nlBwNv/y06+mV++ih1+SR180J110q1cL12INdsKnbaqgnrAyUCZhxcBkAAkAiITqqjydmQ7u4TwfP0b2HRwmJ6obfDNFWfIPUJ0skAsihrUdaijEUZBzgbBItKdsYQC1hsh0CvBmEXhFc51VPNvR87G17Qlj2EZt/KTblGnDBQndhfn9RPnX6NPP8OceVT6o53rOKpuG4lJPJAqwS3AbAfSCuhUQdiNo3bJGbhuI0ZGzMWZixvOEKTBk0aNKlTpgOEPeIRUuogRQbldMpplDOA14FXCdIo0gE5wGJIUmAApJTtAEagRYFtcgKl8sE8bt8aduey+PrZsRWTmqd9cPCzF0tff7TgmbvyH7tp130jcu64evtNf95y3UUbh569fuDvN/X731v7/e8d/X+Xe/Vpe4efXXzzxQfuubz+sWHNz9wSePmB1jefjLz798SoF9ivXhenfaR9943101S6bT7kr4KybVC9Cxr2ga8IWssgUgmJamDrgG8EsQXUAJitYLWCEyaEwSC6IJHUEpSH6AJygLOAtYA1gEnDmsCagEzCmZQzCcram5nybuwA76Q2tPIm8DpldeAs4A1AOnAGcCZwFiAHeCcV35nz3Fem/EUR3ia8RfjUfk8qON37lOodJhF0gnSMDILSq/qCSXmT8AbhDcJbVPAUK2uUn8IEZAAyIDWzqgNnUM4EZHUyAQA+vZeWTyfVmYxbThcEb+HHbd9rnJpgcIGjJAluFOw2MEKgBEH0AWoCpg6iB6G1HPwl0FwINXugZKu7a5W2dha/bFxi1qjY+LciY14Kj3om9M7jwVfv8z17W83jI8rvuarwpj/tHXFx7qDzcgacufXK0zZfedrmgWduGXL+tusu2XbjZdtvuXznXVftfeja4r/fefC1J1tGvx6f/jnz3YTk6hnJbYuE/T8ZNTugrRRQPWghIGxKp4kAVCCEJwRhimyCTMIb2JumQybhTIxswtsE2QSdwoLUx68CZFJkpFofZFLRoLJJFYNKJggm5S3gHEi6NIJpiJIAdRuIWu7GcrSG5WrxeGPLa+ayx9VZt6gTrzYmXq5O+LM04S/KxIHG7BvtHx/Xt74q7f7Eqp4H8R2gVVM3QEmIQIRAwqWMQ5IWZmzMOm5q4cfCyCCcTo5CkNLvjI2RixEmAqYioZ5PAZGAjEFwgSOAgCTACAFXa7QUJIrW+9fPb1g6sX7mZ01j32z+8B8H/nVn0f1D99142f4RF+UPPm/PoHN2X33mrgGn7b7yd3lX/J/dA04rGHZ+8Y1/LL5nQNXTIxvfeLhp9ItNE99unvGRb+7o4JJvY6unCznfmcXroXEPRCuBbwalFfQ2aoSJGSNWgtpJYjPYYbDLYpfBmMGYcTGDMUMwSwhLMENw5njSxYyNWQsjC/Mm5k3MW0Q0iWhRwaC8TpEOnEY5jXibKNi0r0jkYWJkYt6ifMbUImP9mDLKoIIBvA6cBqwOnA6cDqxBWZOwVjp0lp3+awNnATKpp3OsRTmLei0DZ9HONWLQIyE1OKac92R6XQo9dZw1KWel8sM63iicMjZlLGBNypqp/KfvAlgzvUSd6kN7LmYo325+AqLVHgyTT50PqGNSnE5ZT6RN72UBZII3qSvY7eoluiCmnjoqYipiEDEVMREo5sHhwUFgc2AzYMfBioLZBmILRKrshr1yySZ2x4rYugWtK6b6F49rnv9l09SPmsa8Wvf645X/uL3wgSF7bv7T3hEX7Rl0zs7+Z+T2P2P3wHP2XHXOroFn5l512p7hZ+2/9dLyR4bUvfjXpnf/3vTFfxqnjmqcNzaydpFRtIU2F0C8CqR6sPxAkhQEQniCOUp5QnlCeEJ5lwouFRzKWwSZLme6bOd40z8nSEYv5zNOsCDZPYs30ccvjLdW71nlGSkPaXLaIpk3KK8DMilnAZdabQKGQgIgBrYP+GJo20EaV5OiCfbWN8QVT3Fz7xSnD5cn91cmXi6O/zM3oZ80e6T2/UPqhn8bu0aT6jkQ2QBiERj14AbAbaM4gTHreE0t6V6QMqaYGVe8RndvhUWQRVB6PsczlVYBZHAY0EOUqaUt+3HRemnDvLb5XzV88/rBd56oevXe4mduzv3rwC3XXbRx8Dkbrjpr/YAz1w84Z8uQC7cPvzRn5J/ybuu///5rSp+6temtp+JfvyHOHi0unyBtmK1uX2LsXWWVbKB1eRCuBLEF9BCYmQUVFhwWXA4wRykiIHgOaTK+Z2wiukR0qeikHH162sDbaV9tLkGO12P1LCm8OqLt5lJWu5c5waC8h0mRQzLwtkda7E2MrHYT/IyLSO8ZEEwqeGYghgfhDMJZhPM6zl6aNkY28QINc5Zn+kG4dOhhzk41+mw2+hFhEM6gyCCsJx56aq0x9TB44pcWpBR2aqyftrTOVhfPg3BW9z8zQ5Na8KeiToWsudyUxZYBSKVIgzSUay8figyaemW6cXBHJJtIdpY7V5tKDpVcKqeNXxQr5fxJdUElIAMVU1OOhAXCAE4CToIdB9EPrVWkrsAq36Hv36DuXiVvWsgvnxiZ/mHT6Bcr3ng4/5mbcx8clHPHFVtvvHTjiAvXDTpn7cAz1/U/fc2Vp60bcHbOdZcVPTC08u83V714d82bDwa+fBEtHu9sW01LcmlTCY3VgtgCRghwgoDggGSDaIFgEmRizuzlCCkjSFYvVOcECVLGar5vmu5kw0w3Z0aHWOkpKz4jbUTuveQW9abyJQcUk0gaFgyQLCqAE6JKFU7sdZt/dMvG2zn/MVY9oi+8WZ4xWJ50hTz+MmXC5cbUIerMG6VFDwpr/6Pnj8U1i7B/DaB9oNeA3QKkjdCIQ6M2jVs0aVDGoEyqXcOc6XIWRqaLLMxblDcwMojgzd44wJPU1hweCANmhMpBJ1FvNhahgs2hDd/Vzh5T9tnzu16+L+fJkTvuHrhj5GU7hv5he/8zcvv/bu+g0wqGn1t448Vl91xZ8+S1zS/cGfjvk/Ev3lTnj9M3LtELN+tVuWbNXruxiERqgA+AHgWXAeBw2v+bA5IFkk1FlyJMeUIFAjIGzXM3ZxPPO6pgp52EuoR3CSIEEYwI4TERHCLYRLCJ4BDBIYJLBJcInv9QO1NBKTt+vksFtRtb2pR3CU9wCkx4nP45lyAXc3YK1LFNQe3tclejdizYneFtjDxTyUyCGaxjMI2fnTEua52jc54t0j6wtnC2qTRvpddLLCxa7XnOZDjTqiJvGjC1lTglSO0loBNBpYJKBY0KWpdvO+0csDBvt9O13AQL8+l88joRdSIbRLWoZlPdoZpDZc8WzPIGoOnhlwGSBYoLGgaTgElAoyADILDaiNDgJCus8H7DX6BX79Ly1yhrZidnjW794tWG/z5R+eztJY9eU/jXfrtuuGjX8PNyrzo95/L/vWvgmfnDL9t941V77h6R9+jN+S89WD3mleSSr4Sti/iSLXpTIY7VgugHKwaYAcIC5QkVMOFdgrzpWRvzVqpLlHk+UarfQJGenqhI26lnW8n+IoKUbXFrp7zjZRvI895I2QLeAdGigu6yZtoDXh8nFrODGnntXXfftreGaWtyEOzULIdnhCa6wFKaoDQOJExdP9GriVCCw5v1AzOFXZ+g9f8Wlz6szLhenTREmzhInjREmTZcmTZcmXOL8cMTzo537NJxOLAcM1tBKQJcDxAmEHdJzMVxlyQwTroO59oCdkSMRUwFB2QHDAwGgApOHKMG3Vcklm7mNs+NzR3V+PmLZS/dV3D/sN03/GXPsEtyB52/ZcAZm646Y+vwC3bedvneB4eV/OuO8reerP/mrfD8r8U1s63dK2jNNhIuJMwBiupB9IHSCnoMbAYcBlxvrMNTzFPMY8w7qfbXa4MEO+UZmnfaGyMxTaYR5x2MPFyCPLUgVMCUd2nKT6gD3pyJ4B4Ch3Zd50i7E6UCpgKhAiUpCBVS6ZPOZLvN9v61iZBxa+2Rib/gOb122xEOk1pqTNZdfIpjTtfn2U5Lu0VEj/QtCGlh5jy80aeXW6tDdJUOAx2DijoV9cP5+RZsKtjpG08XqderEF3S7jXcIaJNhI4vV8aIxvOtLljUC1uKUuM8yGyq7erdVcAgUOAhZfApAIhAeHAYMGKgtlEpSPlGEi12arZweUvCq6fUT/u4fMzrRW//o+ifd+y7f1DuLX/aMuyCjQPO3DzgrLwh5+265qLdN11e9ujIltcfjXz9enLJN2jrArV4gxusBDEMZhIwIiC5VCKuhLFsEdnGkotFiyCNsp4hkko5jXqC5E2/8yrlNcqnB53HQpBwjwSJMwlnA49BdkHy0rIob6XfNC+IHwbFBdEL6+fNvVi085b+Dpzo9vpXT2aVOJtM+RuE1wmvA69TXqdZHyhvdI5f5U2hsLYX0gJ4GwQHJAIs0BA49SCW0NYN7oFZ9t4v7C1vqd8/Js6+CU0aJE0eKE+8Uhx/hThlkLzwVn7lo8r2V43iL3DjQohtAWk/WNWAA4DD4MYBs0AQeMs/io+2lSslmxPr5gZnjKoe9c+S5+7Iu+fqTSMvXjv0nLWDz1p39dlbhp6//9Yr6x+93vfyg/5R/4pMfR8tn2Dlfg8VWyBYBFwDqBHQE2DEwYgTJ2FTxqRsCm92CLNpXybIJl1C8pBDwXeh++MOQTbhbMpZJIVNOTu1JMPZhLMzx0n3/zqHJvv8Q5FJxNNXO7Wq1Jkux1GnRKxMnilnE87BvwQ24Tpl0sa8g3kHdzjoiS4mHCYcJiwmDCaMS9isguoyZ5NJtvOuvm4Kx8HZ06QoNR7tTrBtwmdW2jJ4E1ztR0imJJENyO5Y1KkJ0nYjDj5NxgRRskG2QbZBcUBygKOQBGAAJ8COgxkD3gf+Alq2Vt4+P7F8fNvk930f/Kv2pYeKH7p+9w1/3jbswg2Dz/lp0Nmrh5yz5cZL9z00tOqVR32fvxmf9ZW8bjFU5EG0DtQoGCw1EbV4avOOyxmY1QmrEk4mSCGCTkQLC44r2m5q0JneL/9LCZJFeRt4A7OqndAx4+1AMgnSHEbUowneF4zW+MIH/ZHqGNcs6lEdcz3L3yEn93q1U7KPrAEr6lh6hyt/b3uQSlNo9HB7gyzCWp7VHGYszNgpD0O8izmS2ujHASSp00rlaiey3WhYpBV9pW95Wf7uTnn2MHnaQHny5eLEPwsT/8RNvIKffZ284lF586vmvi+hYQXEd4NcCdIBHNiTyF3cMO+TqjH/Knz1jvwHr9p17YU5g87YefXpu6/6/Z4hZxfeMaD+2bvbPn6+bcYn4R+n83t/tGvyoK0UpAaww0CShLIOTU00OQ6yHcF2JdsRLVc0XFHHvI45HbMaZlTSjk5Z3VtmO3q8mQ2K9HT5pxdjWCu97mJkoKxG2UwP1EzvMrZxCitNh6sIa3iLMenLD0VWslz29JeJO2xM1gnSaAauUyIGbf9RM7OtOE0mq8ccC3fI86GwMXIw52LWxaznWyTtXiQrqQ557lGy2en3GK7jDx1DUguoGUyCvD591pSGNwJDNiAXEPEs4+0Y8D6ntUo6kJvcuTzyw5TgpPer33y84OHhO2+6LGfYeTuvOiOv3xl7BpxddO2fKh654cDrT9aNfSu2coZVsgPCtSC3gZmgDksc1nKRRniVygZRbFdxXQm7ooPF9G7cYyZIH+mHFiRvuCNokfySbWMnf/rfD1+au3hSbXMJJ4cUKyFo4bx9G8Z8+/57o1794LPXPvnyvwuXTa2ozU+KQUGPSEZUc5ieZq5n8c776BXHT5AszJguZ2HexIKJRZPIJhENggzK2ZQhEAMSBLsBlFLM5uDQKrtymrTz/eQPTzEL72ZnXs9PGaxMGaRMGaxMvEabcBv39Z3NH99a8cp1xU8M2Xv7ZTsGnbF5wO82DTlz640X5947sOhfdzSNeoFb9KW64zujbBttKYZEHaht4CZT201wAuO4S5Iu5WzKp3zNEVF3ed0VdCzqRDKIpBNRI4JGeI1yKuWUDiCF8scYjFSMdIyy7OJYHbMqZjXMaphVCasQViasTFiFsCphNczqmDUx61lAmR0v1DCrZpO+Vk6no3RBbk+23STPwEjHSMtCJu0ohOuajkZSefZymH1HqaweB4yOeT4Upossl7NdNhvLZS23m2LsZJ3Yw/R7DGd0/q1jRefqUzFSMdII0ihSKVKAVygvUyRTpAKnAacDa1HGpSwhXGrzFmXBiYMSoLEa01esVO6Uti0NTf+w5M2H8p4aue3OfhuHXbC+/+mbrzpz5/WX7Lnv6rLn74qNfdNet8CtyIVINUhBsBnXFRxHcBzBdkWHiK63/yk9V9lLWTqUIOF209vuBImLo5biyrySqryZC8ZNmfVV2cE9SSGgu6xsxrblrh435bPtu9aEk42sFGLEoKBFNJdJz4dwOmYPhRfgPPPZk6UT3oifuqT3bWRNZB9HQeK8qSrPhMnw2nqKdOB1QBZFNkUmiCZINogEEOAwNeuwXACx9VA2BVa9iKfcpnzw57a//b91t/1P5fD/KRr0P4X9/6ek3//UDPq/AiP+V+j2M4WXhtoLX3EKZ5OmDRDdB+pBIH6ANoAIQBQgBiTuQQjjpFwB8RaRbKLYVLWoohNZo6JKRdVbKiCCRgSN8p6rIaWdbgRJ7UgPFEjIxrtKo7xG+Gy3FBptL/DsPHSqguwKSl3Y+dqUpsqUkzuLawdUymkUaR0X9r2i8Nbzu7tB1DWRrg9J5lE5TugEaYQ/PHpqFrrz9hqzQzqcRrPoQbKd0u8xqPNvHRNIN3lOL94gg3B6xw6WSjmVMiow3ujW24no2fQ7gBwQXJAIaAA6gAR2GKtNTrLSKl/PLPm6/pPnKp67e/c9AzYPP3vT1b/fOeTcnGsv3XnX4Oq3n+aWjrOKt0DwIAgh0OPYQrYr2kS2qWSBaP28H9iuWtVLQVLtpDerZmDWBZFXw+u2fL/o++l1LaW8GlbtJK+GN2xb8c7HL3857v2Fy6ZtzVvd0nYAKW2SEVOspBfC/DCCpGM24/g9ZfWbMvzlTvjc1ymKRXk7PWVnEKRj7vBomFNJOxpO0eVM1sCsiZmOcGZq+ivTg/auZWw34bgJHfMqVTSi6q635Z4Hy6f6d0e3zg59+1L134ZW3HhW1fD/p3jI/11+/f+pueOclvvPjzxxvvL8H+C/f4RP/gxfXQnTrnWWPWBufFnL/VDeO0YsmiBXzdDqF5i+5U54A0nsArQfpFIw6qnTit0oduMYMwRzGHMu4ez0LhnTW03x7K9SxsqMjhkdMxphdMJomMnkv1eomFMIUghSCJ+N95WKufR4KDU3qBAmM+xQCaemxiicitnM+QZmDcwYmMkESuiWzABLSg+DssY0XDYa5jSMMtEruiP7jlgllc92sqc3NfyL4JUPQT+LhpGOOa/EMuhZSamkEz1KNjv9HqJirstvHSu6ybOBke1yjsNZLqdjTsGp6u5cWakP3jQvZxCkU16jKZNCl/KEovQGWxacOE3USsUbQisn1X/9n4rn791zz9W51120ffCZ24acvf+eYc1v/jM+5xt111oaqgEp5hq8ZXGGw+oua7RHGuriPbZdjZDxs4KUGYl7ytQ+s4w5gyANs6rLOCCyctvqjUsWLZ/RGKxEatiLDlLnL9uw7YeF30+fMH3MqC/eGjdt9M78jaF4HSOHBD2i2AnVZdJ091I5SU5pDcbqWsIHfeGDLW0HWtoONLceaAxWNgYrGgKdqfeXezQEyrt+eypSHyjP3FT9MbipyoZAZTrlinp/DwhU1AVTZB+sD1TUB8rr/GV1/vI6f1m9v6zBX9qRsgZ/WZ2/tM5fWhcoTZ9ZXu8vbfTtbwkU1QXKqn3l/mBVtLkkWrqlZc2Muglv5r9077rbr14z/LJNwy/dc3u/A8/c0vBd/F2PAAAgAElEQVT+39omvcUt+lT6/hNr1XvG9y8o8x5Spo1UJgyQJvTnxl6R/Oby5DdXxr66PPrV5clx/YXJg6QZI5R5t6nfPaiteEL78Wl17QvK5jeV7e+J2z9gt3zAbP04uWM0t2csXzyTL18oHlgq1v4o1G9ADZvZxm3xxp3hlj1tvn2tvv0Bf6HfX+z3l/iCZS2B8uZgqujqAhW1/ooaX3mNr6zGV1rrK633lzUEyhr85XUtZQ3+8qZARWOgosFfXu+vqPVX1vorsqisC1TW+6tSBCq9kqwPlNQFS2qDJTXB8ppgZU2wsjZYVRuoqgtkzknREChrDJQ0BkoaAqUNgfL2rzpWXF2woiZNfaCiwV9R56+oC1TUZVVoe7UGKusDVZ3pkMnMwco6f0Wdv6LWX17ThVp/eZ2vA7W+slpf6bHHX17jr6jxV/4stb7KWl9Fp1zV+cprM3S+ix4lm6HO5/1ET6joWmLHiG7yXOerbGypbGqpbGqprGuprPFVVqe+yqovX3mtv7zWX17rq6jzVdT5Kuv9lXX+qrrAgbrAgTqv6FrKG/xVTYEDTf6KlkClL1QVDlUyreVcTV445/vm7yY0TPyw5M2ndz5yw4aRf1w/5OzNw8/Lf3hI1X+fCs76gt/+I1e+O9xQ0tRQ3NhU0uyvaPZXNPkrmvzljVk0+MqbQ1XBaG0C+SUzptgJHbMGQfgwgpSSpU7j8dTuMGSDyBuxlRsWL1oxsyV8UDCispPUMItBAcAABMCobi7+Zsqni3+Y2RI+iLSwZMUVJ9kuSN328lxGMKIJKZAQAwkxGBf8ccEfE/xR1BJFWeEykS91pBP8qUzX20ndZsvRpnlM8pZOLcb7Yrw/fghi3eCL8Y1JoTHJN7DxA3z9rqZVU3a89fjau/tvHn5e7rDz82/4S/U/7op/+7awbq5ZsQ23lWG2HgvNrlBPxCqXzbfCG63GBfa+z9SNL6PlTwpL7lUX367Mv1GdNUyf3N+ceLk58XJ9/F/Uby+TvrpU+OJCcfT58ugL5C8vEr++mP3yksSXl0a/+mNkbL/opOGRKTeGZ9zeOuf+tsVPRZc/H//pjcTmTxK5Y9n8aWLJfOHgCqFujdC0UQjk8OE9fGQfiu5H8RIuWc4xFSxbybJVLHeA46o5VINQLUJ1LFfP8c2cEEggX5xtjrAtbay/jfOHOZ9HBPkjKBDzgrfyHoEY74/xLVGhOSw0twmBNiEU4UMxvjXKt8b4UJwPxvlAukgDcd6f4Fs8vCOx7ogIgTYhEBYCESEQ5wOJDt/6Y0IWqWizwY5kxZ/lg+2gYIwLRLlAhPN3S7QzvjBqOfZwvjDnD3OBnuHvJT1Mtrf0NhtHlecIF4hwgSgXiHGBCBcIo0AYdZMNr8oinD9zflbdeZ99Ua4lyrZEuRRxriXJNSd5HyuHVCXsiBG1tQGV5sWXjTv47oP7Humfe/N5W4aennPDJSXP3NU67TNx93qhtgAFq/hYIxtviieaYsnGaEfiXEtS8PNaWLETipPUCKcRDn/6UTeC1EkwMmqkuoxBkUY4pEVCyYaS6j3jp3/+/7N33m9WFPn+/xO+e+8m1zUQBFSCiKIIgoKIOS66hjXvmtawrmJeIzBDzkmigJLzkIYZmMDMwMwwOceTOufuququ0Ke/P/Q5M4e4une9d/denuf1nKdPd3WdOt1V9e7Ppz5V/UX2+3uPbD5Re6xbbJKs7pZI1anG45UNRaVVeZt2r86e/9n2nPXt8VrFiVpYCF9segFBCn8OBwYJrNAR6Qa6m1qEyiRpcGCmX2bVE6ofLuZh/vuS/lNnTEHQvUD/Fyib0VO29DzZ8/4LnFoc08jYsPxAC0C7WbGrfuabxc/eceiOwYduu7r4kVHN7z1tfjebVe8PhFOB2ZKE3ZTwmMk4qZNAY4GUTHKB3x34nQFpSTrVVCtl4lHGH2SxvaxjK6tb6ZXNdQq+1g9MUXe+pm17Qdv8lLlxsrPuPmvlHfaK2+DSW9CiG5y5Q8HswXDWYGfGNVb2QDtrEJhxDZx5LZo9GM4bDhbcABbeBBaPActvA6smoXUPuN8/hnc+z3JeC468Gxz/PKicGdQtDFpXBt2bA25vIB0KtKOBWRw4JwK3KqCtgS8kk7IfyDRQvUDzAsMLzPTlMkmgh0uG+4HmByYNLBrYJLC9wIKBBQPbDRwaOMkA+AFkAWCBHS5bRwM7nG9LAjuNQwIbB3Y62NfCgeUFlhtYKLBh4MDAAYHjBo4XOF5vGvOsxUytM8i8ielX+PRg/pglUzX3p0IP12K/yPnI7Dr+bhr3rNlO6Q5H6yEzxJwEFgkcFoBkAIMABYEdEI7Gy7X89Q1z3zn58t3H7rs27/Y+hXcPbv/r7/Hu5UF7WaB1BY6APRmll4FIrQOS1HBS7VnKJ5QVwOQfJ0iAySipOlSKiE3bc9bPWzrtwy/f/uvHr3745dszFn5xpHhvc/epnLytc5dOnTbnk8+mv/f17I/35m5ui9XweoeGEqEa9RpJZ6tROFQbvkU4XcQLk1m2/yWcMXD9P16e85TtwvTcHcBkl8oBU7x4ddvmuQVvPXLkvqHH7rjm5KNjuz59Fez8JmguDNSmwO0mOEZxgmLO9XhEBJcpXnqYhzKZ+DL2VRJoOKliXyFJhSYVlpSTPufTbh+3+V59ElYmndKkVRCohwN+V9C1KWheE1Qv8k/MpIVf4aN/I3kfoJw37R0vOpueBOsfslffZS6/zVx4iznvRn3WddrMIfqMa/Ssq42sq83sgVb2VdaMAc7Mq61Z1xizrjVmD9HnDFcWjpaXTpBW3K2vexRu+QPe/TI7+DY7+ikrncUqFtKaZbRhNWvd4HduDWJ7AyEvUIsD80TgVASwMvBqAlIfkLaAxJKEY0QgVHSpBKkCqUqIRolOiOYRHVINMg0wHVAdMMNhhkP1HgDVHaY5VAM0NeTjUM1hmsMMx7dM3zSYYTLDYqbDdIfpDtUcqqRffC4DqgCqQBqOIYX5h2nU8BCgMqASpBKkUjqg60esWgaTEkyKZwCSIvB7EP4hROBL//NN4MfjpD/P9wj+3/9DzlnpM2I1RccXegBMBEx0fMn0ZYfJHlPCGEXHl62kAgOVBBqjMtPa0Indncs+Lv7TpMOT+uWPvfTk46PkhR8HlUeCRBMxul2UAIgDngA8AWIRYhFRKRUckFRBWhcuKEjnko0eU0lHnOHxFhYsLBguZ3q84fFWaHkx2aGSRUSHyekZGIqTKUUXsJB6fYP/et3xRX4MPbJEqQRaixuXfX7kydvyJ11TfM/Qjr88CTcvCxpLAqU96UR9lCCegLHIXNF3BeIJBPOU8IwIlEoeVSDVEFU9qrpURVSDxADMBMyATAdMDV+t5PoC8RPEjxM/Tv04ScZJkiNJnvg88Tnq8zTJs2SM0Q4fNiT1E0w4gqN7YccWp3EtqF7ulM9zSrPh8S/gkffA3lfRlie9tXd5K2/Dy27Bi2/wFgz1Zl+DZg5wsvvb2f2d7AEwe6CbPcjNGgSnDUBTr8LT+rtZA8CMgc7swWD+CLhstLvmTrTpMWfHi/ael62Db1p571lFn9ilX6OqxbRpc7JjXxDLC+TSQK9MmjXMrg9AcxK2Jd126nUQ3IVpFNMYZgnMuAx4TDnMeOwLJD3DhjKRhC/zTao0SM3GDRdzI0kV+wpiqst6wqAlzBTMNJdqLjMQM5FvQWYCZvaKUypwq2ftHA356QVez4aeCWLniHWGvgyZAlNxGf8YYQ7qvxk0/Ukzvl4g8dn88MT/lUL2ZiKnr3bPhmj7opaUTF9EVPCI4BHeobzFBEBFQBXDN+2k6TOFGa3i8S0NWS8fnzz86G19Sh8YmZg5hZXlBIm6pNHpwUQoRSlBwlI6hE1yqBTaKj9akHrpHVIKX3QWhgb17kSBBpNq+DM2SWXlMPnv55zO/6Ig/TvS86gF0i/Bc/S2xvXTjj1/29E7ry59aGR85rvJor1Boj0px4gV9xDneoLriS6RMJY8LLtY94hGiESI6FHRYYru64Zv2MyyqWUz02KmzUyHmYAZNtPSIW1hZFpPUJbi+Irtq5avmb5u+brt69BXEJM9XyK+RH3BD8RkICYDPgjiQbI7ydoC2hSg2sA6GahFAXcwGdvrd25nHZtpywZSv9o7tdgrnOoe/hDue8fa8Yq+6Tl9w5Paut8ZK+9xlo0Di0c5C2+E865zZ18LZwwA2f2t7P7G9H7a1321r/vq0/qb0weY2VeDuTe4S27Hy+/Cq+8jGx8m3z/iffcI3vwY2fkc2/tK8tCbQf5fg8KPg9Ivg4oZQd2ioHl10LI2aFkbdGwIIpuD7i1BZFvA7Q74fQG/P+D3B8KBQD4caHmBURIYlYFZFTjVAagJUG2A6gK3OelFk14iwPEAJwLCBZRPUpExyaOKFy4VGL6X3Q/fRppaMgdmLKKTCg1nPWjnQYVMzZyi1EO4mHf6M5MfsQArYPKPj3s8I/Lth54IwyjzM3eqZ++8UCZMQVRFTENUQ1RDTAtl43yJIT0X5w5IPl+U7AVC/tJzlTKA7OzI2zB/FaQfIAATHSbZvgyY5FIJUwlTEVERMglRGTHF9jXL1yHTWFINmEi7SjtXfl747MS8iUPzH7w5NueDZOXBQGx07ajj8j0WEsCig0WHiIBIIB3mdg5BImcJ0rnJOBp2QxYWTCzYGUrjMNkOpe/vyk9GX5b6elGN/j1xWM/cSQUnNUTkWP2xsi9eOP7wkBN3X9v17tPJsr1+otE3RAoU4HAO4hEWXSIhIkEiQaJAaiJqeVRzqQyZZPmKmtQ03zR9x2KWxSybGTbTAdMB022mhjgs7SdMExbG8hXDVw1ftf2wg5AhlQBVHKahpOEGBvI1mHp7rIJ8BfgKTKoo0N3AdAPLDUwvMHCgk0D1k2JAIgFs9p06ZlYSvZSoBVjOw/xe0rWBNi2nVXP9kq+S+e/7B96gu1/0tj/lbvod/PZBuPpud8UEb+k4d9FoOP9GZ/Zwe+YQK3sQmN7XnXq5N/W3ZOqlZOrlZPqVOLuvO/MqOPtqZ+5ga/5wc+FIc8kYY/EYbfFobcmt+rLb9KW3acvGy8sniivulFbcLX1zj7zqXnXNA8aGR4zNzxjbXzN2vW7tfdM58A468j4u/JSWTacVi72K5bhyGatZGdSvDRrWBY0bgtatfvtOv32X374n2Z2TjB9KcnlJIT8pHvXFY75U5CslvlrmayeTeoVvnPKt6qRV49u1vlPng3ofNPio0XdbfLc16bUlvXbf60jiziTu8kmXT7p90s1IhNEIpVHK4oTFMUsQxlGfp4wnLLRcBexLmStWuL7sJnvePZFa3qIHx1edjEh6x9fscGcYH+/3BNZnkvGExOSzAvTDqGgVZOCk6pICmJJ6LO4hpRxnakO436ayTXuC9VM9PvI1yFTkayhtjgCmnrPhnEd4QutQPAvpfCp1PimyWTgb4QxZUs4jcqrDVMtXLF9ymAiZhJiCqOKeRjjRWEJUQlSCRPKI6PtKECheR1n93Cn5k0cfGn919Uv3ol0rgs5ypLebIO64/PkECZxzDIn87aMeFUlpyd8lrU8WEa3QL3eGMZTmwh3ZmSL3w2TsIv9S9Kw1AMI1gJ1Ea/72wrcfK71/aNXDI+0FHwctxVhqJmYMe5IFOdsTEBERESARIJEAlWH4OElVyBTAZIcpNlNtpqVGRFg4XtI7aSbdwHqfYDK7IduXLV+xUvNvZEhlkKqioUGvgbBH81M9ms0UmykOU21ft33dYprNUossAF+DqXWOFS8phy/mIIFEAoElE4zFfBr1cZfvtftuG0MtDDVSu5qoZTiRR9r34KbNqGatc3Khc3y6fewzK/c9e++fwfYX4ean0cZHvLWTyNoJ3urb0arbnBW3mktHG4tvthYMd+ZcA2YPcmYPdGYNcGYNcGZc5WRfZWX1s6b3dab3CwHT+6KsvjCrL8jqC7L7wqw+MKsPnNEXzuwHZw1wZg+0Zw20Zw+05wxy5lztzLkGzBkM5g6Dc6+Hc0egeTe680fiRbewpWPpN7e7a+5A396FNt6Ht0wmO54mu59ne1+mB/5MD79Dc9+jRz8kxz4ihX+jxV/Q0mm0YhapmEcqF5Oa5bRhNWlcS5rW07bNrHMH69xFu/aw2H4WO4TjRwh3lElFTC7x5bKkejIwKgPzVGDVBk5rEnT4sMNHXT7q8t2Ij+OUJDyacCnnURETAWMBY8Gjostk1DO26ivQl0HaoYeYeBp+GiakoIJLhYw5czJMyk4yXB5UhX44pTQ1mxX5KkpqKG3Spd7YxGRIpXB6jdeL4lIFUQVQxaaKRVWbajbVHKYDpkNfC+2qDCE8s36GXRyk8nmE5zzQHn/XhQhtRPtMeqUasMz0Sui1A0yFVHWYpiQNNanZTAJMCg+hXhREZUQlREVEeUQ4l3KIJjwa930+sNs7t809/NL4o/ddWzl5lLN2VtBc5qr/qCCFuhLygwQpzQ9Kf2GT6wyR+28ZDLzIP4UMAZAtXwZMJr5KAN9ZsKvknSdO3De08r7rrTnvBw1HqdyEzG4EOQg5hHjXE5EnAixAIgIiA6JAqoIU4TC7el5OfwpOlYHJ9jm/UgkQCRDJSQ9nnj8cRnHO0ZLPh5bC121ft33DThqpNRoCDQQK9oUk45MskaSxJO30SYvv1fuoOmlXBHpJIOYH8f1B97aga1PQ9X3QviHZvNZvXEXrltOq+bR8FjuZTcuySOk0UjKVFH9Nir5w8z6Ah95xD/4FHXgL7n8T7PszzPkz3P48+G4y/H4y2Pio+e1D+poHtFX3aMsnmovH2ovHWIvH6AtvUeffrM2/yZg30p5zPZw1BMwaCmYNA7OGOjOH2jOGWDOGmDOuNWZcrWcPsmYMcmZe7cwY5MwYZGcPNLMH6lkD9eyr9exBevbVeva1RtYQM2uIkXWdnjXcmH2juWCUvmCUvmCMtXg8WHGX/c3d1sp7nLUP2N8+aK5/xNr4GNzyFNz6DNjynLfzJX/vK/7eV/19r/sH30kefi/InRLkvx/kfxAc/Sgo+Cwo+jIo/jp5fHqydEZwcnZQPidZPidZOT9ZvdivWeLXLEk2fBO0rAlaVgcta4KO74Pu7UHX9qB7RxDfHST2Bom9gXAgUPID5WigHg3UgkArCNSCQC8KjLLAqAjMysA+FTinAlQVoOoA1Qduc4BaAtQSuC2B2xqQjoB2B6TDJx0+6UqySMAijHQz0k1JHFPRoxJhcmod8dQrWVXoh4sW9ixJrIOk4QSGHZhW0jSThpk0rKRh+4bjG45vgDTQNyAzENNOX6NISUHPQEVUhbTn+awHLeWCIyoiKiIKIgokKqC6Q3Wb6lYvmk0Vh8oOlQAVIRUykByqAWp6WHWJYjDV8BWHioBKGY2xN/LFJSImgkd4RARAeEAFSATKRGY0NW2Ymv/irQX3Dap8YjRYPzdorXDVzgsLkvNPFyTnjLCFH4N9xgaTM3eeV8Yu8q8BCPv9zKXYqOQx1cOS0lxS+dWrxx+6/viEa9r+PNk/vD7oOkm0ds+OUSeBEe96IsBiWi1kQJQfjkPOUZHOSY8aASI5WIRUgkSC9Mzh9zBB6PrIdLjbVPkxyGlPtQSZBH0ZURkRxSUKohKgqdaLmOQyObWSd1LGvuT5Ig4kGigkkHAgkkAkgUQCEScF7POYcYTxlMUobmduYxI1+KiBwXoK6phTk9TLAjE/KeQz7giOH3KjB9zofrdjF2n5njZtoM0bvNo1qGolOvWNe2opLp9LT0ylZV+T0q9w0WfesU+8/I+8w+/hfW+SPa/SXX9kW57yNz7ir7/fX3uXv+YOtup2/M2teMVYvGIsXn6ru/RWd8lob9Eob+HNeMFIPH8EnjfMmzvUmzMEzxmCZw32Zl3tzhyAZvRD2X1Qdh+U3Rdm9YXT+oHp/ZxpfZ1pfcHUPnDaFeCry8BXl6KvLvW+/o339aV46mV42pXetD54el8v6ypvxkBv1jXenGvR7GvR3CFo3hA4byicP8xddD1eNhIvHektvdn95na4+m6w+i645m64/gG44UG4/iH43e/A5qecLU87W/8Atj0Ltj/r7HjO2fWSs/t1Z/df7H1/cfb/FRyaAnLfB7kfOvmf2QXT7IJsuzDLKZqBSua45Qu9ymXo1DJQ843XuI62fue3bwo6twaRncloDonlksRRyh9jfAHjC5hYyKRiXz7O5FKmlDH1BFNPMO0k08qpfgobNZ5Z55kNntngWQ3YaiR2E7WbiNNMnRbqtFKnlTot1GmhoJ3BjhSog7mdzO1ibhdzu1OfXoR5EeZFqRejOE5IgpAEJglMOUI5QhOEJihNUJJgJMFInJE4JQlKEoSKJIxnSY8AhadgxmOawDSGaTRN3CUywgb2FOJJkIihGjlUCh2SpzUoImEsUCy6WIBEsInkMMVjWuDxZu3h8q9fPPa76/LvGVjzxoPegQ1Bdx3SulKC5InQSwsSFsMWF7bQf7Yg/QDVOS9n/WIYDfEjPIcX+Z8jvEcWlXQmGUyyaK+7lTiRyLbFZa88WHjP8LL7b+h67w/ezqVBe3GgtDAzCiFnubxBBJOKDhYRlhCWEVZ+ID0a83egEiASDEeqsAiwCLAYfj0nkMgodF/8GHXMIBQ20SGCQySbKBbRLWLa1LKJYtK4SeImEQyiGEQ3qWky02SGQXWDqCbTLF83mWYwzWSayVSTySEGkw2mmEyyfNFKilZSsJKClRTtpOgkRZQUXJ93fcFLCl5S8AIRp1SNI0mOJBOExSmLURqjLEJJByOtPmn1SYvvNfmoMQkbkk6db1b7RmVSr0iqJ5LS8aRYlOQLktxRP5HvJ46w2BHcfRB3HXA7c9zOvW7bTtS6FTZ/jxq+RdWrQMVSp2y+c3ymdfRL8/BHxv53tN2va9tf1re9ZGx7ydj6orn5BWPT8+am583NL1jfP2NteMJc/7i14TFn/aP2uoftdQ9bax+yVj9gr5oEV4yDK8bCFePA0jFw8Wi4cBScfwOaM9ibczWee407axCaOQDNHIBmXAVm9HdmXAVmXAWz+4Osvs70PnBaHzTtCnfqZejrS9HXv0FfXwK/ugR8fQn4+jdg6uXOtD729D5OVl+Y1Q9O7wen9wfZA+0Z19ozBtszBzszh4BZQ+HsYWjudXDe9XDBCHfhjd7im/CSm8jSm+nyW8jyMd6KsfibcXjlbXTl7WTleLJ6Al07ka6ZRNbehdfeTb69h3x7L/n2PrL+AbzhYbzxUbzpMbL5Cbr5CbrlCbb1D2zH83TvS3T/K/7BPycPv5k8/GZw+K3g8FvJYx8nS6cnS7OSpVlB+azg1NygemFQuySoWxbULw/qVwaNq4PGNUHT2qD526BlfdC6IWjbELRtCDo3BV2bg64tQdfWoGtb0LU96N4eRHYF0d1BbHcQ3RPwuYFUFMhFgVIcyMWBUhxoxYFxwreqmV3L7FrfqU2C+iSoT4IGirow5qDH2ViwmWgy0WSCwQSD8SYTLHoaLhU9JlmENxlvM8FNSsjpUkt3NU97vfSxm4vuHFjx4h3c6q9w7TGXb7WMiA25MK4BeILjCbYnhJpkEzGcFET++wUpM/NzkilIP1ExLvIT0SNI4f2ymWwwGfoSS1RHtywseOvRIw9ff3TigPrnJhhLPg6O70lGGogaAXbccHmNCIYnOJ7gYAlg+ZxALMPUthLusbGUgog2CZ+5pDSnPYKBVNCEBLDoeILjCaEmnQc5DIdN22GKjeUfQ1gewSECIDIgqk11i5o2NW0iWyRhkYRFeBvLFtZtYtjUsKnR41HJxGSqyRSTSSaTDCbpLLzCssFkjckak/U0BpMtqlpUsagabphUSZ+uZmIx1fIzXI7hWLevOn64rKoerj/rBKYTmCAwYWCiwEKBhZIWYLrj646vOb5iMdH2ecfnEeMQjnlehHrdzGtjqJGYp6heTrVyqpygailTS6h6nKnHmVrEtCKmFTOlgPFHmJDnawW+VuDLeb6Sx/iDLLqHdW3xO9Yl29cmW1f79cv96sX+qYXJE7OShZ8HBZ8EBZ+wvA9x7vskdwrNfY8dfsfPfTvIfTs4/Cbd/xrZ9yrb9wrb8yd/9wv+rmf9nX+g25/0tvze2/K4u2ky+O5BZ8O9cOP9cP29YPVdcNUktGoSXDHBWXqrs3SMs2SMtegWY+Eoc+FN1sKR9twRzpzrwZzr7NnDzJlDzJmDrRmDzexBZlY/K7uvlZXCzOpjTe/rTO0DpvZx0thT+9jT+4FpfdG0vmh6XzS9L5zeB0zrg6b2Q9P6W9n9zRlX2TMHODMH2jMGODMHOjMHWrMHG3NGGHOuN+YMN+aNMOfdYM4faS282Vx4s7noZnPRaGPRaGPhaH3RGH3RrdqisericUrIktuUJbcpS8crS8crSyYoSyYoS+/Qlt9lrrrXXHWvueZ+/dtH1e+eNLc862x/wdn2PNr5Etn3Cj34Jjo8BR5+3819nxz9JFn4WbLoM7/4S3ZybrJxA+HyXLMGgE4bxW0vauKogaMGjpleCsOLmThuEwFS2fFFTLmk045aCtq3LCh5+3cFkwaWju/X+Mx4a+00VpvrcfW21mVYERsmLiBIFhF/nCDZVAIsw5PWuwCl7FC5JyVg4UigCtNzkpwzzCAsWvj8ghTOn70oSP+GWFQymGSma4hNJc2X1KSEfRkpjZ35a8qmPlc0eVjJ7VeUT7y24fWn2pfONQoOex01rt4NPMFyOcvlLE+0iXw6io3lUKgglhys2Fi1sWJh2cKyTWSLyBaRTCJaRHKwnEY6Q5B6/HV2ujGA8wgSoDKgqkNVhyoOVWyinFWkC5MSSJukvOQOSTk9LCJZRLAIb5NQelVIQjRIdEC0EIdoDtFsEuqKZDHJSmuSyWQrNYTei00VmyjO6aQ06YcR5tPz1UiTOkQySV1tnfA65U1ftHwlHesYhqhJgEmQKZDqiGou09zUu49+huEAACAASURBVOYknBTSiDgpeknZC5Q0suuLLuU9wmGaICxB/ITHEi6NQRyFXreLI54XwTiKcQzjKMERgiMURyjuZriL4U7mdTLcybwO5nUyt52hNobaCGhxrQZsNXhGLZSLgZDrCke8+CHUuQ+17/Ha96DmLaB+NaxfAeu+AbUr7OplTvVSULUYnpzvls31yua4ZbNAyUxwfAY8ngWLvoDHPoRHp6CjU0Deu07uX5zct8HhN919r5DdfyS7XyS7X/S2PxNCtz7BvnvU3/AgW38f+fZevPZuumoSWTXRWzXBW3m7t2Ksu3yMu2yMu2y0u+wWvPhGOn84nT+Mzh9C5w0hcwd7c67Gswfi2QPI7Kvo7P50dj8yqy+Z2RfP6O/N6Odl9/OyQvp6WX297HCjj5d1Jc7qg7P64Ow+OLsvzurjZl0Bs65A2Ve6WVfCrCvcrCtw1uUk+0o360p3+mV42m/J9MvI9Mvo9N/irMvBjKvhN3d6BZ/5Xbs8+RQwWpHTBt0Ox+u0vU7b6wpxvC7oRTERPJd3zQ6npUjYvqjmw+eOPXRzwW19T46/rOvlO70N2UHjUSo0QL3TtmOmHbPRhSyk8wqSSUSTiCaRLCJZVLKoHGJg0WGqzRQTixaVUaDbVDGwaGLJJFKY3mGKTSUVxESzS4PxUFdMLFhYSKkLFkwsnLbnAuAelbqgu+8i/xpYVDKpZJ3+VaeSSVRAFYgicuOhlnWfl7798MH7r8+5/ZpDd1xX+dz9XPb73v7v/brjyVg907oRjDtEAFSxiGJi3cSGiU0byw5JAMxBzFtYMrCqY0XHsolDNZINIumUN4lwuiBJDu4ZmkrhYMn2RNsTw0MOkezzQeWebetCyGchWUQKH7zSBlxmetEigk1EB8sAqwAraUHSHKzaRLGJYuMUFpHNdDM0qWxQ2aRyKD/n+t3TMP9JnPMPpgSJCAaVDCqbVDWIomNZx5KOJYPIBlEMrJpEM4kWGm02U20m9/QnFlNMqppUMYhiUFUnik4UA8sGkU2qGEQ2iKwTWUtjUM2gqkFVg2kGVdP+TDVlBRLFJBniyhQrtAWpajHVYorNZIcKgCYQTbg04dEEoQlCEoRECekkpIOQDkI7Ce2ktJOSDkraKU5D2ilpp7iV4mbm1TOvjnl1DNUyWM1gFQNVzDjha6W+VuprJb5Y4IsFvniM8XksfpDFclh0H4vsZV17WOdu1rGLduyg7dtJ6zbSspW0bMHNW3DzZtK4kdWtY3VrWd1qVrea1q4iNd+Q6uWkejmpXkaqlnmVi8GJ+U7ZPFA2DxZnuQVfuMc+d499DvI+BUc+RUc+QbkfmjnvmDlv2zlvW3ve0Ha8qu98zdz5irH9JWPrc9bWZ6wtf9A2PaV+93v9u8f1DY+pax/R1z5srnnQWnO/tfoee+Vd5sq79NWPmjvfsE8tg/FcqNUBuxOiTsfttHCXgaMmTljJhJWMQtzqmTUkWmwWboqumlrz7tOF999QOK7/8fFXlT4+ujXrzzh/Q9BVkpQbPLPdcaIm5EyYsF3ednknrUa2J9hhA0k3jXMLko7FdJU6Dd2TwrsrQ64pWltWW3iwcM/RE4fauEbeiiqQ0xAXk1tLq/J27N/w7dblm3atKa3K6xIaRbNLBTHd5UyPT9GjSZkQMfPrudNc5F8bkwgW6fkqWlg0iaQTTSW64quOL7hqnVK+q3HlV5XvPVnyyIgjt/Y5ctvVRb+7/dTbz3Yt/FLLWY9q8mmilpmd1Il7UISuBjzTwbKN47YXdzze9iTTU3SsGlg1caonMqhkEMHEYlqNlAxlOi1QwsGy5UmWJ4XutQs9D/0AD7NFxHNrEpZMTzI9ycKSReTQmEsfTXkCesoJiAKICohq47PzyTwxQx7wmZj4zAb7z8LEmUgGlgws6VjUsahjIewuziCdJr2dmWFatHoPZST+V8DoRc5AMrBkYtnC0hlXPuWnDU35TKhssTNQLaZZqchMw2aG7adwwndF+mrGzKfMl/aqjq9YRLKo7FAReRECWylsobCVOM3UaaJ2I7XqPb3K1SqJfgqrFZ5yEisniXKCSMeJUEDFo1TMx3we5o8QPpdwh3D8IIkfILF9JLKHdO+i3TtJ104a2e8LhcysRqAFuFEHcw5JABJ3SRx7cYJixGq2IkX8iU2tm6dXfP3Cseduz5147bEx/U/cObTt2QnatJedXYvdthKmtfhWO7Y7AYzYbtx0OcvlLY+3XMHy0mDhtLaD5XMLkuado4bpWNI90SCS5oldUuve/B1zl2e//fHr2Yu+PlFX1K20C3ask2/ctm999oLPl6+bt2HbN3OWTp0299OdB79rjlTxRqfsRHWXM0JSypRSnUzt6dm+KEj/jpwhSAYWDSJpRFWJqjBV82WYlF2cgFqL1nAksntBVdZrx56fdGjS4Pxx/Y5N6H/ydze2vDlZnvMB3LzQO7YVNxdTsZE6MeRKlqvargqQApEKkQZczXE1G6smUU2iWkSzseZgzcFqGuVMQaIKoIoTWjBYskjo7ju/6vyzBCmz/7qwIJ1Pb86R/3+fIJ3dL/9d/ThLkDK7+NOTkR+a50+G/MMxQlX2fhhYMlKy3UNPVoqO1UwMrJiebBIp7aA6k5S/isk2lRwiOjg9CBouOZheeDB8qxxicu8Cg1RyqeBS3qW8xwSP8R7jMEt4LIFpnNAYoWHMHocp77IEYglCJEwUwFSLyRYVIIy4Qj2oyzfyNvJrvmz56OmTT91WdOeQgjF9Ssf2q3lwZMcbk8Uln6FjG/2OAqLUuk67Azod0GXDbhtFbC9ue5zt8aEIndarZ7Yd7wKC1EPqnvVsiyrieTMSUdrru6qWfbtgwcpZlc2lMa1TdOJFlblzl05dv21FXfvJuNJ6qun4nGXT5i2fXl5fmNDaFSequ5yGEjpK6KfJUo/ZxJueYHi8kWFFpTgj5UX+PRAMT9Q9SfdkzVNUrKhY0amqEkX3FUgECru86EmtcEt83bTGL/6Y/9zte+4dcmBc/yNj+xfeOaT8ifEt7z+XmP8h2L7YL97jN5YlY/VJpZ3ZcQ8KLpQgFG3EGW7CcHnDlSxXTaNYrmy5kuWKIbYn2SltkEwsmZ5oeqKJpbDLMLBwHviebf38pLzWZ+Clf+U0wqOpNml7gu2lytZTQjOzhD38gMyNzGZ7kZ+Mc93Wc2N4go4F3eN1j9dxSE8+ku7Juqf0YKTu6Q/o69xeUmaHJ5ieYGLJwLKOFc1TNE/VvHAjlbPlCZYrmC5vIt6AnAE5HXI64gzEhxXMwJJJZIvJDhEwjDO7k4nVsP6gkvdt4vtZrTPeLn/9oYJHbsydMODw6CsPjRtU/OAtjW88Ls74K96y0D+x24+UUbUeWi263SaDDhF0yKBTBt0qjOgobroJ0+UMlw+7dyPcdnnDEzKf2M4rSD2Ely/cVl0h/FQQZ/kqb0U37lyzeO28Uy0nEnoXb0X3HNk2a9GXh4t2RaQW0eruEhrXbl6aveDzoorDUalFtiMqiGswrsFEKEuhJvUUUUcJDSYUEJedqGRHJSsiWd2i1S1a3YLZJRgX+XekWzAighEVjJhgxHgjnjC5mMlFrETcSohWTLUiptUBpQa9ubAjf1P92uymv71U99zEivtHlIwbUHTT5YWjrii/69rGZyY2vfn71qlvJjbMEo5uipfvl+sLjY4KO1HtKA223moanZoRVY24bCQkIy4aUVGPiHq3oHX1wOtdvNEtZMAb3ZzRxZmd58D4oZyR5w8gfN1Xp2h0i/ppCEbkR2Z1xn+5yE/Oj7wjZ1SnnnwinBHNhE/d+q6e6nFORKNT1DslvUPW2zPokPRO0egSjG7eiPC9eUZ5IyIaXZLRJRudIZLRKRqdstGtmhHNiupWzLQjhtkuSnXxaAXfcTJWldt6YHX92i9qsl468fqdRY8My7/tyvyRvy66+ZKK8X2rHrix9dXfJWa+L29aYpXkwLYylKg2pXpJaeCVRlFuTKhNnXpTh97UpbVEtLaY2hZX2xJaO6e1h6/j4lPv5erk9S7ZjhuuYLiC4YrmeS0kVwi1J5SfHhTEay4fCpLJlITRvWHH6sVr51W1nuTNiGhH9+RunbHgy4PHdnZxjaIZ6Raa1m5aljXv88KThyJii2zHVBBXQUKDCQ0mNMTprmC4YlggHfEa4jXEaZDTEKcjXke87vLhhga5i/zbwutQ0KGgQkGBoowEGYkyEhTEq5DXIGeghAUTACUQFoDZZcdqjIZCvmhH47oZFZ/98fir9+VPvjlv4qDckb/Ou+nSsjuuOfXwTZW/v63ltYelaW856+d6Bzey0hxSXwyjdY7aZTu86cqaJ6uuqCJBgbwCOBVwKuAUwKmQVzPKpkJOgQkFxc8BTCiQC1Ehp8KECuPngdOg0IMOBA3y6cw59YJXRgNCiA4EHfDhif8Yarq0F/lJ+ZF3pKc6papK+jbxChQUKKhpNMjrkNNhQofxTLRzoYOYAWIGiKeJGaDnlIQedrDpOqYiQUWi6oqKJ6lEUYmiEMWAAlC77Eid3lBkl++zc9dG102t/upPNW8+WvPU7SX3Dc6/9dL8G/6z8ObfnLhzcPnkW8tfe6R19hRpx3K9YCesPe7HG321ExkR24qZTlwFcdGJSSCmOjHZifIgyoOY4MQEJyY6McmJySCuwrgGEyqMqTChooQCORVwOhLSFr98XkEK5UdzBa1HjRCvIl5BnIJ4zRUUxKmeEFU7vt22cv6KGSfriyNKO2d0F1fmzV46fcWGReV1xd1iS1lNwZxlWUvWzqtsLIlrnZIVVZy4AsLmzWuI11xBPwvDTfkoQte5nXL0//2Yoov8i4LlMGDMxIpBUtFTJpF7o86wbFHFYKruqwrV1KRlBrbBFMvsQLFKVHtYO7SWW/VV99evNb41ueKJ8ccnDT06us+RUZfn3dovf+KwwodGlz17b817LzbN/LB79Wxux2rl2A6j6ghqK/MTdb7SzsyI7yQY4j1PhFR2iGxh2SSKiRUrPUofelE0T9JwitOHDSTTEy0snuZG7vUni6anhFieYnuK5cmmd9ogSrrVZSKbnmJ6as+JlidbZ6b5EfxLxQX8b+U8t7K3S83ESI0hhX7dsKpIptczcKUYqfueuvu2F8Z/CplYnmCm/MbpXhHLNpbCYNHUFJrUfsUmqkMUm8qASC4VKBF8LPie6MOEb3RRoQl2lCuVeZGj27t2r25bPbN6+rvH3noy95lJhx8ate/OIXvG9jtw8+WFo/ueundY81Njo288qk97k2ycz45uJzVHaazWMyMQSZabquemp+iubGLNJLpBNZOEkzGUs0cKTRyO2ko2liwi9cZwYsnwJMOTDFfSkUQ+PVuQPv0g0yo6Q5BCm6lbas05tmvFxsXvffbWy28/99mMjxatmZt7PKemrXz7ge+nzvt8+vwv5izLylrw5YKVsw4V72uJ18f1Ls7oFuyYHD4gIF5FfE/+2hn6d5H/XWhI0JGgoTP286rLaS53xiEFiQqSVCSZnuwQxcGyDXnDTshaJNFZ1XY8p3P3N51rptZmvVn+5iOnfndT+YQBpbdeeeKWPuU3XXHqxivqRw+ovXdEzbN3tLz9eOSLV2PzP+XWzTH2rrOK92hNxWq8RhObVa3DcBImEGwg2lByXMVyFdPTNFdVXFVGioxkBUkKElUkakjUkaAj3kCCERruiNPDodAeUx4JmWhIUJGguILs8pLLyW7oo+Z6jupI0JGoI0lHso4kPfUTPYf+Ec66vBf5STjP9Q/v5mloSFRd/jRQaK8IKpJUJGlIMqBkQsmEkpGuAzriTcRbkDchbyLeQJyGOBnxChI1pBiuZrqa7WkOVhxPtrFsYsXEqumppqsZSNWBqFkxTW1RYifFhiNc6Y7EwTWRjbPaF3/U8vWrLW9Nrv792BOThpSO7Vc2+vKTN19+cuQVJaMGnJh4Y+0T97S9/Vz79Pe7V85S96yDZQestjJDaNCsTg3GbcDZIGGCuAETJuLMVHOQdKQYrmq4qukqJpJNKJtQNpEUVkjNFTQkGFAwoWBkVFQtPfqjnXbpxHMLkoJ4BYVX8LQ7obmCgSUF8d1yW17Zwc37Nny3e936HavXbFmxed+G0pqCTqG5NdFQfCp/x8FNG3eu2Ze/o7qtPKK0c2ZEdOKiE5ecuNxj/KIz81ddQUW8cjrqOZNd5N8K7dzdZaqVaog/7SgSw+aqIklBkuLKiqcoWFWooRMNuBIDcV9rZbFKr/6IW7jJ3L1MWDu9e+Z7LVNerHrxkROT7yy896bcCdceGNt/z6gr9t58We64/iX3Dq14/Jaal+9revfJ7i9e5+d/oq6ZDXauJvnbcPkhr74Qt5eTeB2V25EWQTYHXcV0Fd1TdU9TPVXxZMWTNFc2XMlwRQMJBuQNFCKkNSntXkacingFCWlEFYk6lHQo6lDU0vtVJGiwd7+BBB2GLrt/kPRT40V+QtRwZKHnsodVF4kqkjQkq0jRkKJDRUeKARUdyTqSdSRqUAjve9pfLSlIVpCshIlhmFhRkRxWex1JBpIMJBuurGNFJ6pONZ1pBtN0JptUBCiOzU6sNHt8rRep9JqL4Yl9dt4meetSbvXMjjkftXz+et3bT5566f7Sx8cV331d3q19Dt506cFbLs8dd1Xe+EGFdw0rnXxr1csPNn/0QmzOB/zaWeq+b92ivX5tMYvXMa3VNzqIHbFgXEWc5HKSm1Ahp4GEARMmOlOQ0sg9SmwgwcgQJB31qlHPk1NqYChDyNXzClLo+85UAsQriJdhQnUFBXKSEw9HmCyqmETWsRQ6YTRPCK0og8i6J6YmuGFJgVyYj4J45YKCdFqCs4txkf8LZAhSGlFNV1zDlU1XMhFvId5yOYvwjscBuxsJjbi9CtUct0ty4f7vnHWzhZnvtk95uuGFiU2/H1X/4NCqCX1Pjvx16XU/Lxv+q7KbLi+5dUDZpOtPPjqm5Ok7iv90X8V7T1d/8VrDws/a1s/j9m8UCvdw5blibbHaXKF11lhCC9S6kZ3wAE+gQJBIXMlzRQ8JCPIOTFgwboYefxBTQUyBifQggahCRQOqDlQdKBqQVCDKiJchJ4c+dMAbQDAAb0JBP+c4BOBUcHEM6V+IzDuiQj59oyUZyTJSFaQpUNWQqkPVQKqJVANKGhBUIKhQlKEoI0mCkgQkCcpqmAyqFtQcpCJPdrHsEdnzZM+VMBSInXC1LptvViPVUvsJrrmgsyqntWx7w77ldeumn5r//smvXi396xNlL99f+NTYYw9dnzdhwLFb+xwdcUnRsEvKr7+87paBTbcP6bh7eOSRUdyzk7Qpz5jzPrS/neXuWYWLdno1+bD9hCM06GanBBMqSBggoaO4huM6jmsoqoCYCuI6ShgoYcCEARMGOluQQtGVtVQ7ldRMSygVGXCaF6H36ROJWoZB+XcEKZOw/UggrkBOBgkJJBSYHk8CiTCBgjgFcTJMyJBT3JSGaZ6ohTKTIiPbc1k/ZwvSRf6PkerHz0CFopZGgZICZRkqMpRlJKmuqLmi5YrQlZArIVdEII70Tig22dEqo7VMrT0WL8np3LO2bemXTVl/qf7bnyr+8vuy5+4seuimY7cPOnrjJQXX/0fR9T8rvP4XJTddWj6mT90d1zTcPaTxoeFNj49qeX5ix9uPC9Pe1pd+YXw7R9u0Qt6+QT2wTS/Yp1cesZqPo1i1KzdDowPY3Q6MAY9zCG+R1BwJDUuap6iuorqy6soaEjXIqzCh9Q5ZJ3TIGZAzIH8eQUooTkIFvfwvFiQ5g//xwpyX1I3gVJBQU8XmlVBpXEnyFAErIlZkrKhY1T01NB1MJFluuPSGalHVIppJFAvLtieZDq9qET1WbTXnK1U5fMl2Pn+TcOBbbudKbuN8cdGn3Z+/XPfW5KoX76p7elz1oyMr7xl6YsJVpWMuKxnxi5Kh/6/42v9XfN0vSkb3KblzcPnvx1Q+f1fDq4+2THm+c9o70cVfKtuWq3nb9IojsLmURGuw2OwaHQhEEIojxAHIm5DXoaABUQeSASQNCCoUNCRokFNBXIMxDSb0UI1gvBfAGYDXgWAA0QSiCUQDCDrgdSDoQDAAF6Knz9V7gyxCFU+1cQ32WEiKiuS/L0ip+gESKXq2w43MQ71pEinhQVyPGyEtiafrzVnm8EVB+j/P3xckGYoSEiUkSUiSkCxBWUKijEQJChIUJCRISJRcScGyRlST6pqraEhxbJ7J7YHUkuQb/Y6TtGI/OrRe/36+vOILbdHH0qy/xD//Y+ufH6n7wx1l919fMGFA3ujfHhz5q5wbf5lz86U5t1y+f0yfA+P6Hxx3zaHxw4/cdWPew2OKnr+74q3HG//2p7ast1pnT2ld8FH70s+712Zx2xZoB9a4x7ez2jzaWsq6TtFYHeEbidRMlRaqdVAjSq0Yc+IUch7kEeQBEqxwlgWWdCLrRNaxrGFJ80QFCXLaHRc2n57tXiCvQl45vUM/m3/WPbrwr/yXOK0b6S3zf7HwP+zXeRmdjaC4aTxR8UTVE1UvNSlTw5JGZJ1IOhZtT4KuCJHgQcGDvAd4bHPEiBCtncqtVGhi0TrWctKpyFOO7ZL2rUtsWdK+bnbLymmty6c2Lfy8ZuYHlX976cQbD+Q/M27/wyNy7h16YNLgnPGDcsZdlTOmT86oy/aO/E3OjZccHHlJ3qjfHh19Rdm9I5qfv5f/69PKRy+oX/1Znz3FXT2dbF8SHN8RVB4ImgqDrpMsUoEila7cbNkxzZV0rBhY1l1RdXnZ5VJ/EAoyFNKNS1KhpAPZcGTDkXUgaZDT0g9PBoydLUgGEAwgGUAygGgAIQOul5Qgcb2+ZShkCFKPjXUeQcKfftBbFdBZteSHAFPWUhiVdzpnNRJ0duLePT9h1b/Ivy6pdpKJEjo9gKACQYIJEcZFGBdhQoaiDKSz0/ecokNRdXgdigaSTaSYrmq5qoNVA3AaiCswISFBRKJkxVS5TWotFSoPxQq2xA+u43evELYsjK2c2j3zneb3nqz6450VT9xy6sHhVZOurRzfr2LMZZUjL6ke8eva4b+qHvbzU0N/dnLIz04M+1nZiJ+Xj/5t7Z0Dmx+5oem5OxtefaTxjceb3nm6ecpzzR+92PzZq40zP6r9Zk7zpm+6dm+IHdkhlB5WqwqFmqJoc2m0q5KP14lco8Q3yUKzLLWoaoeudxlGt2VFbTtm23EHJADkHMQ7ruB4YiaWK5quEGK4QmriYRi8mnae9KjaBfprKUVCAj1wGdu9/Oie4e8hgYQE4mkSUlqWzvnrvfSWOfUXlFCke4Z8UBi+24vpCaYrmJ5oZWD3bLiCjXgbcTbkLBA3nZhhRw0rohtditahyG2q1KqKLUKiIRapiXSUR5pLErUF8bIDnUe2tu9e17x+Sf3yWRWzPj8x9a8nP3+l/G9/rPjoxap3njn1yuSSP9xT/OCY8tsHVdx06fHhvywZ9vOTw39VPvxXFdf9omL4Lyqv/+WpG35ZdcMvq0dd0jS+b8fdgzofvaH1pbsjHzynzHhHX/aZsm66/N0seetCLXebXV2Gos0W32JoHarZqVudttWFQAyCmOnGVS8uuXHJjcswdCAnQjejDjn9LKs6nJkgIV5CguFIjq3YjmI5coY1H9NhVIexjHj0hA54HYg6kELTSgeinpq9IOiAOxPI98yLSAtSGPUualDSoKxBWYESPqcgSYCTACdBXoK8BLnU1x8O7DmXlyAvIUFCghx+Qv70lL3J5NSInyAj4bTTf+yvX+TfG/6cyICXAa8AXgG8BDgRJkSYECEnQkECwvlOUQCvAEF2ONnhZShIQBAcXnR4CQq8w/GQ512R92TOlXgkyq6oQc4CcQjiGMSpE2N2lKrtNF7ntZY6tflW5UH7ZI5TssfI3yrtWh1ZPbtt7ud1X71bNeXFyjceOfmne0qfvaP48bGFD91ccN+I/ElD88YPODL2ysOjfntwxK8ODf3P3CH/eWToz3NH/ObQLX3ybhtQeMc1xycNKb//hppHRp/63a3lj48tf2p85XN3nXrp3trXH2l+96mOv/0xOuNdbvGX4opsbd1c4/tF1rYVzu41zv4N9uHv7aPb7dIcu/yQXXHYqc4DdcdQQ4nbWu51VOFILY7X40Qj5ppcvhlJbUjpAHo3MKOOHbNAwkSc6QkGlgxPNNKz9MM4XY1IKpVVKqtMDjcUKitUkYki014UpqhMUan0T4OkPhUiyUSUiSRTSWGywmSVyeGGQhU1jUZVlSoaVTSmqUxVmapQVaWqylSVyJonGZA3Hc604rYRA1oUKl2u3OGKbR7f7MXr3UgN6qyCbZWw+aRTf9ypOWZXHbEqDtkn9tvH91lHt5mHvnMOfOvsXW1sW6J8N09aOyOx5Iu2mVOaPnu18d1nGt74fc0rj1a98MCpZ++teHJi+WO3Vzw65uSDI4/fPaxwwtX5o/vk3nDpgaG/2Hftz/cN/kXOsEv2j/jtwZuuPDy6f+64q/MnDC68a/Dx+4eXTR518ulx5S9NrPrzA3VTHm/+6rXuxV8qG+dZ25fZOatQ3kZStJWW76G1R1h7qc9V+0qTb7T6Zhuz2qkddQHvQM6AcdVNyCgmwagGYzqIak5EBt0S6JZgRIJRGUYVkEIFUQ1E1UxgVIFRBUZVEFVgTIYxDcQNJ2E4Cd1JqCCmgqgKIyqIaGcS1UBMA/EQPbURSxM9i5iagQJThJOTQhQYJ59+cA5BEiD/jwN4AfJi+qsIeREKIhAEIIhAEKCQsb/3LBEKIhREJKaAwhkJLvJ/HPF0sRHPqkJnk0rpcJLDiQ4nnA3gz9rJC4DnAc8DXgC8CAQRCiIUJSRJriR6skBUkaiSq0g2rygxTew2uA4QqaOdpX5bkd90jJ06SIt24dxNcPcqsD7bWf6JMf89ZdqfxY9eFN55KvH65O4/3df2/B2tT49rfeyWhvuG1028tm7CNdXjufgaGwAAIABJREFUriobeWnxdb8oGPbzvCH/cXjIzw5f95+Hr//lgRsu239T/wOjBhwcM+jAuKv333btwfHX7Z94Xc6k63LuGXHggZsPPjw6d/K4/KfuKHru3tI/PVr+xh9O/fXFmo9erf3izdqpf62bPqV2xsd1cz9pWPRl47KsxlWzGtfOafluYevWZe27VrXtWdu2Z2373rXdBzdGD38fOfx91+HvO3O/787bHC3cnijezZXs4Up2J0r28OUHhMrDwqnDUlWuVJUrVefJNflq7VGzqeifhdVUbDYV6XUFSk2eWJUrVR2Rqo7INXlyTb5YdSRRfjBx4gBXtp8rO8Cf2J8o2Rcp3BUt2h0r2h0t2NWVv7398KaWg9+3HPy+KWdD3a419dtXNm1e1rBhQf2aOfXfzKxbMr1mwZfVcz6pnvlR1fQplV+8Wf7xK2XvvlDy5tPFrzxW8PwD+U9NzH183IFHR+9/8Oac+27ce/f1eycNzZk4+MCEa/bfPjBnbP8DY/rmjLpizw2X7B32i0PX/ueRa36eO+hnBYN/UTb8N5U3Xl41qm/12P51dwxqvndY28MjOh67qfupMdyLE6VXH1Teflqd8qL+t9fsGe+iJZ+TdbPY9qXJ3G+Dku3BqZyg7qDfeJi25OOOQhCrMsQOW4/YdtyEnObyqssrbspppMJw4CqugrgC4jKIySAmO9EzUEB6wzldeH4MmQL2ExPLnO2rwth5BOmcrfeHwdsJweEEwKU+AS8AXgBcinRHIEL+9O6gt4vJ5FxdxkUu8t9BqGQ9CA7HA46DfBzwMZDgICcCXoGCjiQLiQ7iHJcDXgJ4CRvGbBCzrZhtdtt6p612A6UbSp2Qb3NiTUZntdxSJjcUKtVHhZIDifyd8QObo7vWdn23oGNNdvvyL1sXfto0+4O6qX+p+uTl6veeq//L07WvTa566YGKp+8qf+yOE4+OL3vgluI7ry28rf/RW644OvLSY9dfUnj9JcXDf1M07NdFw35ZNOxXxdf9unj4r49f9+viYb8uHvrr4mG/LrnukrLhl54Yfmn5iN9W3HB5+f9v58yf4kjPPP8/rD2zMbGxdrvda3fHjNvesd1t92W3e8Jrjz1hh3fc9ni8bnu9HT7b7lbragmEJEBI4tQBkpAQkhACJJBAIIG476OoO6vyvjPfN7OqgDoyC1q+tD9kVVFAcRQCCtSZ8QlFVpKV+Tzv+7zP930y39KXPmF54ZMTL35y/MWnxr/yycmXP2195ZnJV5+xvPKM5dVPW7/2Gfsbz7m++TnkW5/3fPvzrm9/Hvn+i+5/f8n97y8hP3wZ+eHLyJuvID96DfmP14m3vkW89W3irX/FHxvyF98hfv4d70+/ifzHG+4ffQN583Xkh6973nzd88NvuP/31+zfe8n+3a86vvui67svur/7ov1//fPEG/80+S+fs73xvPXr/2h55bMTX31m/IVPj7/w9MiXnhr+4idGv/jfx7/038b++R/G/ud/Hf3C34984e+GPv/xgec/NvC5jw0+//GhOMPP/93Q8x8f/NzHBp7/LwNf+NjAl/5+4MV/6H/1E0OvPzPyzecs3/+i9c2XHT993f2LbyK/+g7y++9hu36I7/8Zmf1b6ui7zPHdQtlB+XyuWn3SV3ca3jkP71dP998Kjt0N2ds1b89DdvTPov1PwPMh9M5CVFcwPUBqM4wW4jVdjESlSFTSopKui7ou6VEQiioBTfFpUNUVn66omuLXFH8EGkwtJBA/vgKBOKuemfyVtZ+8IQS0ZJSHB5YI0txjCJKqQ6DJMU3SAIzIMAKMcgdqMohIUJOhBhbrkwYUHaj6Qh1aeo6JyRaySJBUo8zSIdCArMlAh0AHsg6ADoAmA12CuqzMSuqcrMxKYBaAqALnfHDOD2anwOw0nJuBczPK3LRvNhCYVaeNHz/qUNNhNALnwvKfQvxfguyjGfbRNPMoQD+C+N8E9yPG+ogYf+QZfOTo+aul468jbX8evPun3qbZe9f0lkuhxnMzdWenr5XOXC2ZuVwUqCxQzx7xnc3xnc5Sij6Ax/fIee8Jh35D7fslvutn6O9/jLz9A+fP/832n9+aePONse99ZeRfvzDwzX/q/saz3d94tucbz3a//mzP1z/b/fXPdH/tM12v/Y8Hr3y646VPPXjp6Qcvfer+S0+3feVTbV9N5unWr3yq+ctPtXz5qZYvf3IDeOGTLS88dfeFp+6+8CmD1jhtLz7d9uLT977yzIOXP9vx8mcfvPKsQderz3W9+lznq891vvps12vPdX/tHwfe+PzIt7448d0XbT941fmTf0F+/i387X8jfvsD5t0fC/vekg+9rRz9nS//j7DgXaVwt//UB4GzWYGz2YFzh6cr80JXTmi1xfrNU9E7FR+2XnrYfuWvfQ1/G25+NHHvkbXrkbv3ETrwiBx+xFoeSe5H0PvIhz7yo4+m8EcB/G/T5MMgFQ3RepjVIlxE40K6EIyKU1Hgn4W+WUWZVWFUgboCdQB1oOpA0WRFE1VdVCKiokmqDqAOZV2RNCjqEGhQiUA1An1h6DN2FqJGoPIEoC3m4dIKae7APqjJ60PRgW9WCf55OvTXYPhvwdBfgzN/ng586PdFFVWHMCLHiJ2/MAXoC6Uo0/nI5COOuhCfBvxGqRSRlYisGgVTDBnoEohKcFZUoqKqi6omqRpQNahqiqKpUPPJuk/SfZKuQh0GIvKUJk1pol8Xfbrk14FfN96Yqv6oPxAN+GP4/VFfIKoGosr8qp/Y8qTEwveALxrwRf1+3efXoC8kT4Wl6ZAwM8WF/ExEpcIQnxGRKdYxTU5OoePTyPC0c3DG1quNtc0NN+oDDZG+unBfXaS3LtJzQ+uu1bpr9a7a6IPrWvu1yP2r2r2rWtsV/W613nw5emee2TtVc3cu6Y2V0cbK2cbzG0ZT5eztytmmytnbF2fvXJxtvjTbfGmuuWqu5fLs3eq5tpq5ezVz92vn2m/MddTNPaif7ayPdjXo3Q1a702t71Z04PaHw80PR9oeTnTM2nt018CsZ1jHxqK0JcrbZ2VkTsVmfUTYR8wEqOkZJhBi/EHWH+b9ETGgyYn/83BaA9M6nNLglA6nNCWgqVOaOqWrAU3x69CnA19UVqOigU8X/ZoYSH50FuH9EcEXEZWIBCMyiAAQgTAClQj0hYEvLPnDoj8s+CK8GuGVCA8jAtREWZNEXRZ0WdBloMlKRFYjsi8sq4m0GQdEZFl78gBAB3MpBQmEJRCWwJKGWBU5InpFpM/a29Jz51Z7w62Ohvahe3bKyvpoKSjIYVEOiXJYksOibFzfkDENxMRJB4oOYOKjiUlGSRYkRYtFJtBkoMvGVHehJslyVJZ1Gegy0AHQoaxDSVeArkLNB3SfrPtkXYU6VDRZ0SRFExVdVDRJ1WQ1dnEINQVq6gJ0VdEVJQpAFIAohLoKdBVEfXLUJ+uqHNvxyVEV6CrQVagrxtzOF4WBqG961jcd/x9mp3UY1GFYBxENzGriQ41/GEkizD0Mcx+Gubkw92GYezgP/zC0FO5hiP8wJGw4D8PCw5DwMCw+DIsPI1JsJyw+DEsfhsUPI8KHETHBXESci0izEXFWE6OapEeEqLGjy2ENhDQY1MCMDqZ0GNBAQAcBXZ3SfQFd9emqqqlQV432lIzpQjQ2aZB1BWiKrEFJB5IGJQ3KGgQaBBoAGhA1WdRkWZMMQESCEUmJiEpEUCICjAggIkiaKGqSrMlKBCSqGRgDwIiUDIhIQJMkTTauLOiypMmSJssRGSTxJAmSFJGWHlxWkOSwJIclEJZgWmiAn+ZudTT84eA77xz4/f78vQcK9p+qKu0c7fAICDfFiEFemOHFoCAFBSkkgrCUKJiUSEyEoAaMFl+kiIomK+ut20xM1sGieAO6LMcAkg7kpONAk2UNyBqQNCBpQNaBHFcjSYeyrsqGimgq0JXkogoaD/oiQIkNBADn0xaEEahoEMaJ50QIdChrUDb+jUApAhLIGpQ0YKQzSQOSBmOG6bJomJ14zKgDqMlAk4GREBPMJ4hYwjW+K+pwEYIOeV3ZWARdFXRVXIxiIOiKoMNkeB3wOuA1mdeAoEPjX0GHgq4IsW+pYlQVo6qoK4IGRU2RNEWOKHJElSOqrKmypkqaIi7EUCAppj2SaMhDHEM2EkeMNKVEJAMQkSRNEnVJ0GVJA0oEqmGohCGMQKBBOdYjCxOxkaPjlxWX3CJxTmIfLJPodwRAk+WIbEzmkl1bVpCkkCjFSpk0ABGZm2Lq227kn8pt7b9LqaQUEkFElkOiHBJBRJJCohQSxKAQv75olGIwIsNITH4UDSRygaKD2Ful5FdKJiaZIKkYiif0JJIPKjqIr+VRFF2BscJFVTRVMcqdRRdP1GQ6WPxUPb7kD+oK0BWgQ6hDMA8AGjAkJ2GAHMt6UNYgWGJzAkU3yr7YjDuBMfOLibExH9diBd8iYoq4seiKHPN0nrgviqwrhtLPM/9dRdZj58S+FdtRQVSFuirHrqPImgISxM6EclyqkwU7/lGWdQnME5uUJM6Esep2wdwFxM8xiqoYy3dH0u0WzxtSAufvuyMxHo/JEUkKCcnzobkUixrigpQuclhi/HRda+37Oe8dLTl8vraivu3GGDKCA5TxU1yAEWY4o0gSZnjRKJVCsVIJhCXjCjAiCzM8F2C4KZabYrkAw00xbIBh/TQbYDgTky2BDTDsFMOsDTaZxZdi2ThcjPTMiN+FjbMGkwIsE1jlZDbh5hpgAiwT4HYMU6lY6fyVW5VOBUNPMfR8gyex5AoLzlwNem3nr7Hjti2Mn2b8NDfFiDOcGOSleJWysYIkikHBRlqbu2/Xt904d73iwLH9hwqzb3c1uVknqRDcFCPMcAvhk78OIqIY5DHZa8HGR93DQ46BAXvfgL2v35ag18RkC+iz9fbZenvXRt8mW7JGM9IiHZv7+mz9vbaBJ5f+NFuvbzN6JK2+29SQ24rxZe0dsPdPeMe8IsL6KXGGl8MbLUhiUJSCgqLJahQqOpBC4qh7OKcou+jciTFkmFRwborhFwsSZxRJhiDJYUkKiWKQF6Y5fprlp7klsCYmWwA3zXLTLLs2uE22ZI1mpEU6NnPcNM9OC08u/Ga08ObBbXLIbRUcP82JwcSjMkEMCqkFSQzy60AKCSTEJtAxCzbu5lyDjoEz1ad2H3n/Yn2lBZvAAUb7KH6aE4MLiIsZLwWTq6X0Xl+ZmGw4UlgSI2tC2h5mrJ10DZbCshgGTy7yhrfwprKp8bbVo2xhVbOcIAnrQAqJtI9q6WnOO5W7L2/vrpz3csuONnU2TuIWr+ghFYKbYlN+SwqJYlAQ46WSiUnGEUOiEBKF8JoQN9uStZmxdsRQejaLIUkIyU8ukmB09w4h3e7bQaQWJH5GWDeEQtpI+6h3fAKzYDImBEV+RmCnOW6G52cEPigIQXEdiCHJxGTLEEKSEJb4tSFsrjGbJUjp8MQL0k4i46Nj80ghSLMH9rEzwvrgZgQ+KIph2fhVhBCSuKDIzQgG7IzABcX1wYckPiSbmGwR4TTZLEuMybuQUUThCRckk+1CakGip/nNgJkR2KDABAVmJm3YoMiFJBOTjxgiHxT4IJ9RBD4o8kHJxGSz2VJBoqd5eoanZ3hmRmCCacMGRROTjxgCN8NzM9xKBOOsfNr64bkZgZsRTUw2m9SCRE1x1BS3ibK0rurKxOSjBjtjCNKysDM8E4zBrnjm4yGYmGwBKwnStiLjimhisvUw0zybCiaJVU/ePJhUbLENJk8Ss6YgmZhsW1LmdyadkzeP5c1Y4fenJiYrkUKQ9AN7yQBLBtiMi5CJyUccOv5fsdFJrHz+lrHk7nwckU4Bv5W2mexQVhKkdRAbFQtnTMlR+5hXNjEx2Zbw1JSwIvzm22Cy49lgQSIDLDXNk1McGWAJP2MICT3NJ/5qHDQFycTkSSFRGJmCZPK4bLwgTTKOxt6W8w2XiqrKTl0929jTPE5YERlDFRL30ahCYj4a99GEn0mLxzHJxMRkE+DIAEcG+LWx/qcjJh8d9AN7lwjSB3tjMhBgyQCzNlgywFJTnI11nW+4tDt//4HCQ1nFh/+Qs+t32X8sv3FhwD3iFDxuCfVCAlMpzEdhPio9Wcp0S5mYfLThUrFGNTIFyWQ55osNIsDoH6QSJNzP4OlVMEZ0sm3DHTlluRcaqiYIG+FnhzzjR07nZxcfuTt03866jToJU6gYKo37DBK3Y+f3AywRYAl/EoFtgN/E5CMIR/j5VHDpkHEvTLYXZCyjMobi4L7lBMnH4D4G97FrxJgE4SpT01qfU5rb1N0ySTo8Ej5Jucqqz+4vyGrqabEziFcmMEjhCh1DZeI3it2O8HO4j0UV2iVhVtZtoR0TpIF9grRPUPGdzDFOmJiYmJg8JrZxwmZlXG4JRxU6QWpBwlQGUxlMZfG14GNxH08GeExlau7WZxUeqbvfaCEcKKCslKv08tmDJw/f7b/vYBGPiOOQnkdhFtzIxxJ+jvBxHpmcIJ29jpFOS1/HRG/HhPFvb8dEb/t4T2a5P9Zzf6zbxMTExGTd3Bvtvjfa1W0bHCcciEwiMoHIpBdSqQUJVRhUWbMgqaxRkmMK0zrYcbg0v6TqTPtoz6h3sm2o43Bp3skLJZ3jvQ7Wg4g4rtAYpOLQxo1wlUnSNhb3sZjKoAoTl00Gi9mTeZKsMjExMTFJG0xlcR+HKrSRTr2QirNMhWToxNrBVBZTWUxlbIz7avONrJOHD5fm5505ceDEoaOnjt16cHvEY3FxXgySOGSWClLSdRhcZXFfIvXHDhIqm3wko2S+O01MTEx2LpjKJAQJU5mEIKFwmXdI8W+mnawxSDtYT9dk/83OO7VtDU3ddwddY07e65UJDFC4wmAKjUIqzuJbYCqLqxymsinULvNSZGJiYmLy+BiZn/ZCGk2qkJYRpH17Y39elyYZaxwIH4f7OHpKpKdFY6kCFnvyRqPQsMC4OIsqXAJM5XCVx1QOhawXMgaowqIKm74lJiYmJibbmbQFKU1iL1poFCYfn7/3AgsWqhGqcKjKoSqHKpwXsp448dMYVM08XoU2MTExMdkoPJAyQNXUgrTbA0gPIJPeNaUPiO14IO2dJ/kc2qswHoX1qlwyHpVDFNYNGSSOR2ERhUUUxqtmHo9CbWeQTBuwNT4+8W6u7OM2b4G1mLed7d+QFsi4DRvu0XLduoHRiKRe9h0XpPUAV7slpBBAItDYpxHIIJA1iAmSwiKQcQM6AQIZRGEQSCFwvl0eB49KIyqFKNQSsaHjjUsn9ncibki6Ibng4AY13XYEUm5IruIgjLXJNiRl9212c228F0ntv3jswCTiH5eOr+VaI7O4QYrQWmRn7OPGJagMsNTyhf21qbdOjqJlBEkmPfJ6BGlB8C2DG5Lu2D6dXAYZIJBxLxUkyLghjaRESRuPwngUGoG0V2UwP48FeK/CehTGozBJJzCpv76cGdsAj0J71IRrLOrjvCrrUZjUDZVpa9fjncJ4FAbzc5if9/rYWB9B2g2o1FER/+iGlBtsUxBIeVUG9XGon/P6GI/KGJHpVZmlMWkQ+6s6f2SlDt3CpkAg7VEYj8p4VdajLrbKiE8jJo2/GsHphlTCqtSxminioWVkDMNsj0K7jdwVc4fxqAzq51Afh/pYw/EF2WPlwM50hjFa3vDR8CsWUZBCFBr1caiPWxqNS9Ip8zjGz4cQpPR9qQQJkQnjl0ppA1abTIFkqGTJiQsP4wa0S6bcgHbFd1Yg+btrx6OwqI93A9rGY1YOdUpk7Nngal90w5WM2Q44JNLCeMZI1zjldoiEV+U8cZe9KutRY8KfcTvTBYEM6uPdgLFyqIXxWBiPXcBdMpVgaVRk3OZV8UAG9fFOiZxkvRM0YsQhAhmvyqV4TpBq9ratPPWqHOrjE4YZZnsU1uvj3YCeZL3jlMvKed2ANs5Z8DgkvrO+Eb1JuGQKgQweEIkpCfMLcYNjOcopk3YBH6fcBhbG45TIxOsGN6BXTheLOnSLe9MIM6O/3IB2xQ8ar1EQhXGIhDHQXDKVbKE73rMp0uNjW6WtKEjp4ZYJRF5dkFwyEYdMqTeJ/OKK7y/NOI/TDUbDDWP26+23j188k3eu5Pyta21jvUYGd0qkQyQ26nZbjEMkOu0jFxpr8s6VZJUeK712oXW0Z5xy2wXccM0guVW3O8akBDJOmepHLNfvN524dObwmZPHL56+1XtvBHfaBNwhEst558y4/Su6ZhfwLvtIZdP1YxfKck6fLK+vvj/RP0o4rRxq4zF73LVk75IddMZJOUZcMr3wjok/bXzidgPGJVOjhKttrK+2487V1pv3x/snKLdTJNwyPUa4mvrun6qpPHq28Nj5sst36h5YBsdJt41L9jHmXcYHUSJRGMJj5dB+xNI21ldzv6n6bkO3Y9TG43aRsHJo62hP8dXzh06fyC4ryC4rKL5yrnm4e4x02QU8xpK+W0SiX5Atd9AlU+OU+4FtuKG7taq57s5g5xjhsnOYQ8CtDPpgcrCysSavovhoeZGRHsdIlxGTdoGwC0Z/UUnRuDTeFrOCJQkyL0grWL9IkNJycoU4c8lUp234ZNXZ/YVHS69dKLl6fnfBoazSY/Vdd4dQ2yTrtQv4wrxGJ8j4OFkZK4feG++r72692dN26c6NvScOHyzJvz3QMU65J1mvlcMSaS5pVFDblkQXWDm0qb/9aHnRobKC8vrqyqbrFxpr7gw+GCEc1tggSZ27F7KNPDJUtqm/Pav0WG5FcWXj9TM3qvaeOJxbUdw81DnotY5TyCJNSkEqlUrkhaV3TBzfcHF1A9rCeus6W7JKj/3i/d++vef35+ur+xxjVsYzQTrv9N2vuFF1oeFqVVPt8fNlf8zZd6yiuHWoa5xwWlk0OSzjI/pxHx66AL2+TkmeLiCQcUpkl2P0bN3lPcdzfvy7//v2/j9eb789jNomGY+F8Vxurt9TcKiwqvxq263a9juNffd7neOTjNfO43YBdxp9JCzfffOxmjCDTjw32lwgM8mhTQMdeedL3/7g3Z+99+sTl850TAyM485R1HbjftOBk0ezivLO1V0uuVLxh8N7DxTl3uxpG8Edk6zXxqM2HrcLhEPEF/oyP0NKzRr6IoUgaft2u0VyfWx4oG/GyBklXeX11e8fy65ouDKE2oYx+/lb13blZ5VcPd8xOThOuZckAtJg29cWtFOmbALuAjTmF+w8XlZTue/kkYbu1lHCaQitfUk9sc1xyZRDJFpHe7LLCvYcz6lqrntgHRpCbQmPHDGPyDUIUuZZFIrl9Vf2Fx6t62yxsKiVx67da9xdcKiqua4fsVgYr0MkVhGkFM4mD+/5O8Y/Upvnml3ARwln+1hv0cXTe/MOXL5dM+wedzCIg/VYcMcE4XALOAqozom+w6XHDhXn3u5pHcftdha1c5idx4xZoHPjhtj6OmUpk6x30GttHurMKj32bu6Bhu7WEcxuZb0ODrvS0pBVnFd150aPY2yccDt43C2SLpF08LhTJN0y5Y43eCKHJJOuJRvWMjLlBJRdIsdopMM+fKah+t2jH5ReOdc9OWQl3WOo9XJTzXtH9h07W9jSd6/23s19x7OzS3Ibe1pHMdski1h5r01A7SLmELFFmvT4A1Dbt3tDBSnTM9CVZ0BGl/c4x3IrihOlg4XxNPW3HyzJzz9fem+8zxCkxKxtUUbIuC8ru+mGzCjput5++9iFsv2FRw2VbbcMjJKuWPreCVl70RCdZL0195t+fXDXb7N355w+ceRsodFZNx60DHqtk6zXyqEG29+1RanhckvD7oJDBZWnrrTevNp2K7us4Cfv/L+i6opux+gY6bKw3oRTayL1TefFabNBFc4l4NW3aw+X5te2NYx6LA7G7eJRr0TgkEYBNYZar965nn/mRGXD5R7roJVyOXjMwWOOxfOkxx8O6++URbgBjfmFSdZbVlO5v/BoY+/9MdxpY70ODrvZdTerOP9gUW5O2fGDRbllV87fG+0dxRxWxmPnMKdAOEXCmUp4ViS9nLZuQXIAClE5J6Rv9t/PKsk/W3up1zZipRAn6+2xDp65dn5f/sH3cva8k7Vr//Hsi41Xu6wDE5RzkkNsvNcueO0iupwgrXnylIINFqSMD/gVYi6x88A6dKS86GBJflN/+yjhtDCe2wMdWaUFxy6UGYJk5dDlBSnzvqyAG9CTrLdluKuy6XpZTWV2WUFWaUF9191RwjFBIzYe2ymOJDNBI5db6n914L3dBYcqGq5UNdcVVJ4yxKl5qHOMdBmvXneWIBkfh1Bbfdfd4ivnCipPF185d7Ak/61dvzlde6nHOTZGuiZZb3KXbdSY3zwQQFtpz6Vb13JK8mrbbo54LHYWcfOoVyKcnPfBeO+5GxePnyuubqrpmRywUS4Xj7p4zCngzoxavmoGdwN6lHCWXD2/7+SRhCDZGM+w13ZvtKep9179g5ayq+d//cF7xVXl3baRSRqxsd6E0GbE5rUIkgsyVhGv62k9UJR75vrFHuuwjfFacEd9e2PRxVNl1eXl1yuLq05nFx89dq64sbd1BLNaGLeNT6jRVgmSSyRcIvEkCVJi0uSSqVHCWXHz6vvHDpXXXxnwTA54Jo1nxGfrLnfZRyZoxJhu23hs8bO7zHuRGqP8d4jEJOu1MB6vypHTwKNwl+82/PrgrtO1lwa8VuOd5KrBkVb62wKcEmlhvPVdrXuO5xw5W/jAOmTl0Ma++3tPHM4uK7g90DFOugw1sgvYdkjKa4jD2BTeIRLGjGeccg96rS3DXQWVp/YXHm3obh3G7JOs1y6kmBI95ph3xLt4oyOQcEqkV+EcPHa1uS739PGGjtsWwuEWUAfrGXKP32i7WVJ15vyNS62DHRO4DREwj4QjAuYS8FglsV36ZUEV4pQoBDKYX7By6JkbVQeK8+6OdFtZr1PA7Sw6QbpMSXlUAAAFzElEQVScAk4GREzh2ka63zm0J7+ipNs2bCHdk7THxqIOPo2+S7eLH0eQHDLlABTi41wK0zT0ILusoKLu8qDL4haIPtvwsfKTu3P3X2ups+D2AefosXNFv8vaVVFX1eMYnqBddiGhRlsmSAKxPjIdVatgzEwdItFpHym+cm7P8Zyc0ycOnTq+53hOQeWpxr72IdRuZLe4IO2Mly6GhS6Z6kcsF2/Xll67UHi5PLeieO+JwweK867da+xHLOOU27aGR3YZV6Cl2AV8wDN58XbtwZL8Q6eOHz5zcnfBoffyDpbXXe6yj4yRrgkamWS9Nn4H9NSiaOx1T1TfbSirqSy8XJ5dVrD3xOHzt6512kaMwt1Yh7K+bLVqn264OxM00jzUebqm8p2s93/0q//zTvb7J84V17TU37h3K+vkkTff/s+f/OatXUf2HSkrKKwsu9pS12XpnyCcNtZrY71LVxVuJSs4ZeOxAc9kXWdLUXXFL/e+8/1f/uS93INFVeW3++73OkZr2m4VXjpbfLk8r7zo/fysPQWHqlvqBxHLGO4cJ1xWxrtwGeEW2bx6upBIh0xaOLR1oq/i1tX3T+T84O2fvvXurw4V51fdqmnpbz9XV7XryP53c/bklOTllOS9k/3+/hM51+/d7HePjVFOK+fdakFyCsQ6yfQgX6UnRMIpkcbivSHUVttxp/ByRVF1RW3HnS57LAskL220CxsTAVuDG9AWxtPQ3Vp85dyRs4VHzhZWNl1vtwyM4A4L47Xza3r2mJGMsGoQO0RigkZahrvKaipzK4pPXb94e6BjGLVNst5JDrVymH3bx95SXDI1gjtuPGg2Zg9nblTdHekewR1xKTJmRbh9xWVaq475zchoKRkjXbd675VUnzty+mR2SX5Wcd6xcyXVzfUNnS1nai7mlBVkl+RnF+dnlxzLO1tUefNa+3jfCGq30IiF9VpY72Rab8s2mGWdsvFYt2O0+m7D8YunD506/kFR7oGivILK0w1dd3td40397aXXLhhro8vrq9tGe0Zxh/EAObaGaJPHxfpwSKRdIi0c2jzSXVJTebi8MKvk2IHC3CNlxy/evNZtHR72WJv72k9fvXD09ImCcyVVTbVtIz1DHquFQizpP0ZOy+ZlBEkk1oFD3M4PteLtIsV+/IRAxvghiEMk4s/0F7Td5g3dzSD55YRdwI3njU6JNJb5L26EnSNIRr5IGGzjMePNilMinTK1yJ3ktXY7COPX2TYeMzrrcS6Vwd40os7OYw4Odwi4ncPsHGrnMKeAuwTCKeAOHjPW1Dk4zMFjTgF38Lgj1eRvy1lpZBlPTRMP8I2dREmXWACVPNaSr7lJMfm4+TDOJIdOcqhdwO08ZuNQB4+7JdItUW6JcvK4jUXtHOYUSZdEOkXCEeup5MfIqRcQLs8qfqUQpPC+3ZmLjK1gURJfmLJ3ZEZL6VSyXztakBJjwDm/iHmbmrq+jttApzLbMoYvRjozcImkSyTd4oKDbolyi5RLJJ2ZFKFkVp/tLfghJ6AdiRX5SxaqOKX5+dM2j9IUr5ck0ikRToGY77VUkZk0eyAdIrU21tQUqQUp3VepJiabx5JJmcn2RiCda8MhbOt8vRx2kbCJhFXADezxIwnsIpEoQTJu7TpY0EerVDxrVKONEKR1kPGmNHlM1t31GSTjjWaykLUnqbXmqXWQTgilc1mRsBlSJBIGtpRIhE0i7OsxJuMxn5bMmIJkshFkXEV2yOA0WQc7TpDSCCF7vDZapECJgskq4gtKpfSNyXTMm4JksuVkXEV2yOA0WQcfbUESTEHaaEGyCfj6MB6nrp2MDpudRLoNuyrr7uLthj39qMs4me36dZiR5pWpdCA3o9EcYpoasOZbz4+dJ1aQiPTXzm3A+jqDFIL0l9deC+/bbWJiYmJispX85bXXFgqSw/EoJ8fExMTExCQDOBxJgmRu5mZu5mZu5pbpzRQkczM3czM3c9sW2/8HpskmKSw4aEsAAAAASUVORK5CYII=" alt="" />

图1-2

 

SQL
Server
中禁止并行的一些操作

上面我们了解了并行的操作性,但在SQL Server并不是所有操作都可以并行的,有些操作符会导致整个执行计划无法并行,而有些会使得某些分支(branch)无法并行,下面罗列出相关的操作符对并行的影响,这些感兴趣的朋友可以自行测试.

执行计划禁止并行

T-SQL scalar functions

更新表变量数据

访问系统表

动态游标

Branche不能并型

TOP(global)

2012以前窗口函数(Row_Number())

Multi -Statement  Function

Backward scan

CTE递归

并行执行的优点

说了一些限制,我们再来简单说下优点,要不开此文章的意义何在J.实际上在上半部分文章中大家可能已经感受到它的优点了,这里再简单总结下. 实际上在并行中

计算工作是均匀的分配在参与并行的threads中

所有的threads同时工作,无先后之分

某些操作中threads自身的工作完成后还会协助threads工作

虽然会有短暂的CXPACKET等待(数据分布,预估等问题)但基本可以解决或是缓解.

执行时分支(Branchs)间可以是无顺序的,更好的增加了并行.

针对CPU-Bound的操作,SQL Server可以说时随着CPU(并行度)的增加,性能也基本是线性增加的.

并行相关的设置

SQL Server中有并行相关的一些设置,主要有两个:并行阈值及最大并行度.

并行阈值:上篇已经提到过,查询子树大小触发并行的条件,此值的设定仁者见仁智者见智了,一般设定为实例执行计划编译的平均查询子树大小上下幅度不超过20%

最大并行度:查询中的操作符可同时采用的线程数.这个值便随着NUMA的诞生应尤为注意,早在SQL 2005研发阶段,NUMA开始出现,而SQL 2005也提供了支持,但程度有限,随着SQLOS的进一步演化在SQL2008时对其支持已经很不错了,这里有大家都知道的NUMA架构下的foreign memory问题,实际上SQL Server在采用并行时会试图将并行的线程都集中在某个NUMA节点下,所以我们在配置初始参数时并行度最好控制在某个NUMA节点的核数内,而且最好是偶数,这里面涉及到很多SQLOS的知识,限于篇幅就不深入了.

使用并行应注意的问题

强制使用并行

Trace flag 8649 在SQL Server中可以不触发并行而手动指定并行,注意这个标记是无官方文档记录,勿轻易使用.使用时只需在查询最好加上query hint:Option(querytraceon 8649)即可

数据分布不均,预估,碎片等问题

导致CXPACKET等待以及过多无谓IO,应对方式创建临时对象,更新统计信息,整理碎片等.

nested loop Join导致的随机IO,及nested loop
join
预读问题等

冷数据中使用并行nested join可能导致实例的IO稳定性受影响,面对具体场景应酌情使用.应对方式可以关闭nested loop预读,而nested loop预读时SQL Server也会试图将随机IO转化为连续IO,如具体应用合理应接受并行nested loop join.

线程饥饿问题(worker thread starvation)

前面我们说过,线程的授予是按照分支(branches)及并行度授予的,如果并行度高,此时复杂的查询下分支又很多,这个时候可能针对某个查询分配过多线程,加之这类查询又高并发,则这时出现线程饥饿的几率就大大增加了.具体生产中,这个应引起我们的注意.这里给大家举个简单的实例,感兴趣的同学可以自己测试下.这个查询有5个分支,分支所申请的线程就是5*16共80个!如图5-1

code

---- worker thread starvation

select a.productid,count_big(*) as rows

from dbo.bigproduct as a

inner merge join dbo.bigtransactionhistory as b

on a.productid=b.productid

inner merge join dbo.bigproduct as c

on c.ProductID=b.ProductID

inner merge join dbo.bigTransactionHistory as d

on d.[ProductID]=c.ProductID

where a.ProductID between  1000 and 1020

group by a.productid

order by a.productid

option(querytraceon 8649,maxdop 16)

-------much join with many branches cost many threads

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ZLp9FdLpdSoeRxeVD5ZDI5MfbEs+c9Eea7UfHEieSPiUQikcve+acKDAzM0+HJudHw0HCxUAQADA8OAwAgv2Gz2DKZDABAJBArM2Ner5dIIAIAtBrtFHOKzWKzWWwmgwkAkMlkEvHt/SPK5TKbxY7H4gAAj8fDpDNHhkawaCwAwGwyM2iMykVNIifz+TwAwGgwkogkAMBA3wAAABoAEfCEOx5TxePxSdRk5SxjI2OICURPd4/ZZJ7xzLCmWEKB0Gw2AwBamlooZEpba1toNgSd6A5je1gqbuSd8VIp1GAwCO3GNDY6Vi6X6TS60+nUarSVcWQqlUIhUJWmPsqpnzbz3Shx6JBCqXiaUqnVKrXybt9KZVK38yGma2FgYB4jT86NSESSVqM1Go0EHAEAMImalMlkNCoNuq3zuDwuhwtNtfF5/K6Orkw6o9PqSEQShUyhUWmsKVapVEIhURg0Bhro6PX6xoZGu92ezWTtdjuNQptETnZ1diWTSbvdTsARLGYLACAYDDbeaoRm59xuN5FA1Ov0DBojEo40NjT6fD4MGsPj8eZ2gkFvaGlusZgtIqGIQqJM86bxWDybxY7FYoVCgUgg3rp+CyqJw+BoVJpYJE7EExaLpb21XSwSR8KRRfd/xY0kYklba1slQR+VStVpdRQyxev1kolkxATCYrYQ8IRJ1GR3V7fFbJFJZT+xKbv5bhSrqZFIJQtKKhcrlOK7fXtfSWXSOVXJlCqlQiGXycRMOoXN4cnksgWPEoqEDpvjGXYRDMzzzJOLqcvlcmQSmYAn3J7UQiAH+wdNpu9jDVhTLJlUBgBgs9gYNCYcCofDYZPJZDabLRaL0+nM5/MkIolMIkPDBYlYgsPi8Dh8NBotl8s6rY5IIOKwOMjSzGYziUACABgMBiQCqVQqobPYbXY8Dg8AsFgsSARSo9YY9AY6jT63E8RiMR6HJxFIGDRGIVcAAPjTfDwOHwgEAAAmg8nn80Els5ksjUqbYk75fX4yiUwmkTFojMViWXT/5zO3k8zyuDw0Cj0zcztYrlgsEvFEu81eKpWoFCqJSCIRSEQ8kUggkklkEoGERWPFIvGiz/sMWMCNDtVIZdL5ksml01wFnamQSBf49l6SShRqtUGvk8slEplUKpPKlUqJkIvH45ncaaVKwaQShgbHhGKJTC6bf7hILHLaFw7uhIGBedI80QjvClar9eqVqywW65lc44+Z5zpPHeRGMvn3glxBrRX317s//DCGpMnVKol0zrfzC8+VXKlgkCdPHz929UarTKeVyxVKKf/U4X3vLn3nb39fh6VytFo1ET02MUmSK+SwG8HA/Kh4Om6UzWajkWgi/kiPWH6WwG4kVSglCqVErpAoFBKpTCpXStRqsUSg/PbU7DBBodWIlSqJTC5VqiQKhUQml6g1YrlCKldKVCrJHXaiVKmIyK4P337r812n1RaTVqfpvFR38PQ1rVHTc72NSJlSalQCHqOru58rksrn+RnsRjAwz5Cn40Ywd+O5dqNkbQ0NbX/95cSJi86vD8x+/Mksna/gM3Rb1sTeeTNWvTWBpMu0ctXXRyJLloSrdwYEcvnNr73r1sY3b4i8uSTaO6FTq39gSBKpxGA1Y3u7zxw5JzeZTCb5wbVVn27+dOl7763fcYjJE6nUSrGIP9LXQ2JMK5R3Do9gN4KBeYY8iTx1uUwun8nDehBlk9nnpLsWyFMXramRy+WtNwI7t4XqToR6JjQKmezK6fjZehtl0rCrOoqkydouRvYc9nI48q+Phb665JwiON99JT2CUfbW+1avjE3LJQrFDxxFo1cPNdafPHxOYbFoFZw1b7yxZvtxzjT7zP6tdd+2KzUaiYg/3NdNZvJhN4KB+VHxKDtK3KHKjhKlUqlcnpN9rQzK9+R2qYf86h7lH8up73PgnPHMIg6vkM/koe762bOAG8UO1cjVQq9DuX1l4e9rw2abUCZSnNibIAtkJo3suzMBBFX+zb5Y25hmxssnjpm+3O/lcG379oaMVr6Iod+6OknkypXKHwyPdCY9or317FeXdE6HQSf8dOmqKw1D7oCPNtpSc/aWTKkScGldPQM8sQyeqYOB+VGxaDfKpXKxUCwSjECKzkZvj5bmzNTlcrlKyPI9KJVKd0vkUywWHyoR3G0jhI4tFcv3mwR7qARCcymXy1CzK6kiFkf+eZ6p8+6sZU6pzx31HT3sO/dVfFutTzCtOP9VpOaUp7Nh5q2/Ztsn1AMNwarPQiMj2lPHY+fqrSKWbfk7qcYO49kj0c/2B6VKydxwBrlCLphmnK7Zv2nN1gkqU2swtF84smz1lv7hgSM7P7vVNabVaYjoURSWAkcxwMD82Fj0TuSfbv30ow+/34n8448+Xr9u/dydyNVq9apVq1auXCkQCObfsgOBQDKZhF4rlcrW1tYFmzc5OYnH4x/8coRC4auvvupyuYhE4ptvvnnvHHeFQuGjjz66cOHCg9dfwWKxvP766+++++6XX34ZDD5cXte5PNdupN10rKPdvebj0MVb5tYrM+8vD41gNFKB6sC20IpPZg8cnL3SZNLppBeO+5ctn/3iuEemEol5tg2rUlXrg6s3BRl8ufKHgQxKtQo10Lh6xbJly5Z9ceqqRK7SqETnvty9bNmyU5ca5Woth44bGkWIJFI4whsG5sfG/d2onFvAjUrgg/c/MBgM6XQajUHH43G32/3ukncT4UQ+fXsBzapVq6xWaygUWr58+fzUcIcOHaLT6fOa86gUCoXq6mqNRtPT03Pq1Kn73uhRKNSOHTsWcaJSqVRTU9PX14dAII4dO7aoxgLwnLtRsrZGpRabzCKtVqzWicxmkVIpkSkkeqPIZBIZjEKNRiKVSbQGkcks0htEOq306leh3/420z6id7kEUAzeneuNVGqT2WS2mHU6tVQmkcrlOoPBZDbpdBqFQjrFpLOn+QsOjGA3goF5tsQjs0Gva9bnXlCR4Ey5kF7QjdauWetyuaLR6Ntvv+3xeCKRyKqVq+a60cqVK8PhcKlUqqqqwmAwGzdurK6uHh4eLpVKSqXyhRdeWLt2LXQj3rFjR1tbGwBAq9Vu2rRp06ZNV69eLRaLPp+vurqaw+FAFX733Xdbt25ds2aN2WwuFovt7e1Hjx4tFotXrlw5ceLEyMjI5s2bAQC1tbUffPDByy+/3N7eXiwWUSjUnj17isXixMTE559/TiAQqqurXS5XqVS6devWO++8c/To0f7+fhwOh8Vim5qaoIxlBw8e7OvrKxaLW7duHRgYOHfu3Pnz5wEAXq937969XC63XC6fPn0ajUaTyeTDhw+Xy2WBQLB3795oNMrj8eZebLFYHBgYOHDgQLFY7OzshL4SCoXQtT/XbnS31a93k1wupZHUEwgNlaGUz7eiB6lBqZArFhgVVdzI5XA9wy6CgXmecdktdovB47J5nPPksinl4uvffTuKJP7fL753hxttrt6MRCJXrVr1b//2b8uWLUOj0dVV1XPdaPXq1bOzs4VCYe3atX6//4033sDj8UePHkWj0bFYbO3atS0tLVDJhoaGqqoqAMDY2NjatWs3bNiwf//+pqambDa7c+fOq1evQsU0Gs3+/fsPHTqUTCaHh4fXr1+/d+/egwcPms3mf/7nf7506ZJEIgEA7N+/v6+vr66urqWlxeFw1NbWnjp1aseOHTMzM//xH/+xa9cuiUSSTqebmpq+++67np6eI0eOXLt2bdOmTatXr66pqcnlcgMDAydOnFi7di2FQunr6/v3f/93BAJhMBiKxeL69eu/+eabV155ZWZm5sKFCygUikgknj59OhwOv/fee9988837778fCoXefPNNAoFw9OhRJpPJZDJXrVp16NChXbt2OZ3OP//5zxKJZOvWrVCGJNiNHs5OFCqJVidWKBdjRfeVWCI2GU2xSOw5VzQSLeQW+UAVBmbReFy2VCoxG/SFgv47FI3MIsbHd37++fgkeb4brVm9BnpesmzZsnQ6nclkVq5YOdeNPvjgA2hnh/fffx8AsH379lQqdebMma6uLgDAzp07GQwGVJLH4+3atQsAMDo6euzYsbq6utOnT58+fRoAcOvWrYaGBqiYz+fbsGED9Lq5ufnll1+uq6tDIBDFYnHVqlWVK9qzZ49Coejq6mpoaPB4PHV1dceOHXvnnXcAAOvXr69sAHHy5MmBgQGVSvXll1+Wy+WXXnrpd7/7HZQtAoFAnDx58u9//zsejxeJRIcOHYIOKRaLf/jDH44cOXL06NF8Pn/u3DksFksmk48fPx4Oh//zP//z5MmTly9fBgBs27Ytk8mcOXMGhULh8fj/+Z//qaurGxwcBACsWbMG+tdoNALYjZ6EqTyi5M89EokkFo49w18VmOcTr8cZmg0opHyVXHiHTDplX0/XF/v2LehG7y55VyAQuNwu1CTKbrer1Kq33nwrGUnm07dvr1Qqdd26devWrZucnAQAVFdXr1u37uzZsx6PBwCgVqvXr18PjXs2bdr04osvarVaGo12+vTps2fPXrx4saGhIZlM/uUvf3n55Zch2zt58uSvfvWrDRs2mEwmm8329ddf7927F4vF1tfX/+pXvxodHQUAiMXiF1980Ww2j42NvfLKK263+8aNGzt37vyv//qv9evX//rXv7548SJ04RaL5fDhw0uXLv3v//5vPB5/7ty5c+fOkUgkAACPx6utrX3zzTdfe+21JUuWvPTSS1qtFgBQKpWIROLnn3/+5ZdfCoXCP/3pT2+88caBAweMRmM6ne7q6tqzZ8+5c+cAAFu2bFm/fv3Zs2cDgYDX671w4cLevXsnJiY6OztfeOGFkZGRLVu27N69GwBQyBaeczeSyWR3nTpbhB69tkWnan3Kksqk0sdUz/zssbAbwTx9vB5nOBRUyUVGndLrsvo8Np/H5nXbLEaN2aAe6OuZ70ZNTW2gXK75ombVylVrVq/ZumXr2jVrV69avePzHdCqo8rt1Ww2QyMAk8n0u9/97ujRo5U4OgCAy+WCkoS6XC63251OpwuFAvTYJpVKZTKZYrHocDgcDge0PcTMzIzH4zEajdCe3NFo1Gg0zs7OBgIBj8cDDXqSyaTL5SqXy7lczm63AwByuZzRaIQO9Hg8c6PsQqGQxWJxuVyxWCydTieTyUq0hdPpdDgcNpvNarW6XC4obSsElNc1kUi4XC6bzVZJqFoqlYxGo91uN5lMv//9748dO1a52EQiYTQaA4FAMBiEmhqLxaAs4/DYSKZQKGWPz40UCuWC8XJPTDK5XPYY238fr5XL5P+4OrlcoZAvHI7xcD02rx6RWAS7EczTB3IjvUZOwqG3f7b18+2f7vhs29YtVQO9HQ6rfrC/d74bQeuNQBGUsqVitlgRKIK7ZQbi8/mnT5/u7Ox8Jtf4lHmoi32u3ShZW4sk3qjq3MYQKJV3Dy540LuqUsNhj1d1Vg8zmSqF8unYg1wmFUrE4ofNNb5oSSUCiVgmV2ikopMDn341Ua+Q6+cv431AKRUqFmtwadOqeuKkXqmG3Qjm2XLbjdQyIY+1dMnbv/jFL37xi1/86oVfErFIp8040HdXN8qlctlk9g7ddiPwfNxeHwf5TP556a4F3OhQ7RQXebjzU5rA5NRZtUqVVC43qc1GtV6j0prVZo1CKZXL9WqzWWM2qfVSmUSt1BnUer3aZNGYlQq5RCZRKNRmjdmssaiVSoVceqi7ephKc+icBpVGKpNIZTKtymjWmHUqjUwmlcikGpXBrDGbNWaVQiGR3RENIVEoVEa12awxa5RKiUwikysMaqNZY9Yp1VBtOrXBrDGb1UaFXKZQ6fUCUjNqUCQ1qBVyyQ+rkitUJo3JrLEY1Uaz2qhSyKWyH1yL6va1GC0ai1Ihk8mVZo1Zr1SrlXqzxqyUy+ZWKJHJDGodldzTQ2FZNAatSt8xeezsyDWDZsamNcrlMqVCbdFYdCqNXmU0qw1ymVSmUBrVZrPapFYqJDKJHHqrMetVWuha9BrTjEZ7ceTrr1StipMAACAASURBVCZ6jCqNWqk1a8xmtUkpk0XD0Wf4qwLzfAK5kVohthg1EiH39dde+X//8/8h4lF2i95i1Cw4U3ffrKmFfKGYL8J6EOVSueekuxbIDJQ8VMsTkL/t37W//8jazjX1ZJRayNjau7Zm/Gwb+tvV3etvUpAKCffESHVVb9XeiUsKha4Tf+6r0a+PDH26unfDJJurU+mYrJF1XatXd6/qoxP1atP5od1f9dWu7VpbN9kqlak0CmU96lBVT/UlbIdMplYrVK2Yug09n6zq2TTIIKsUqrmTbEqlhs1G7uxfv7pzbT1l3KAyKISsY0M7V7evOk/o06uMSjH38sSxDV3rN/bvxXL5HC7io8ZXXvruT5/07cFxp1VzljEpFCoyY2DHwI5NvWu+GN6/ZeCLMRZbLuHUjWyt6q3aPX5BLtf1EM4fHzlzdPiz1b3r0Vw+jz2xqeeTU9jWDuypT3o2TrDYKoXidoVyuU4muYr86pXvfvdy/dKv0Y0qpX2C9O2Z3tqNPZs2DtRO8UUT5MY1nWtu4rpOj+5a3f8FUyyV8EgHh7ZW9e0cYtCMagOTg6oZ3FLVs+kMulkhN2ilgovjX37SvWZD+67zk8NOta6fcH1j14bVPZtu4cdz0fQ97howME+CihtpVVKzQc2gk3CTE2aDWquSLtKNEplCrgDrAZVL5Z55G56OFnYjsZC2ufn9z0cudOAv7+rYjWXzO/DnXrny2+29p9uoPUQ+i0BqP9x/aO/wzr/f/DOGI8OSLv/+8stX0C1HejYdnehTiaZ2tn5Yh7h5beLomYlurcp4tHf5xo6D3dgrbzZvnxLJ+zGnNrdv/GKsdn3L0iYCRs6nftryyZeo71rR33ThEVKZuuJGMoVKKWLs6Pj0IOLy9ckT30xcU4hlX/Xt3zHy9SDp5qbW7YNMJpM1sqnxw0uY9muoG32USYVU+N34oc1tOxrIA1yRWD7neZVCqZ5iDr17/U81XTs3t362s7vmJLKfRes90n9o3/Du12/+CcUSEyhXf3/pfy+hW473Vh0e65ZLOF90rPgGgxhGn93TV8cQihXfVyhTyqQ41uihzo37hr6Z5JDUSvME8fI79ctvEtq2tK27MdkrEvMPdH38v1ff/gbV2DM1IeDTT/bu29i748DA1vUtNQQuG4Fr3T9Yu7N3/cdNnzAEGhTh1vaOXV2k9m2tm8+hxwwSVm372r2jV+oJjd8hb2Vi98/oBQPzeJnrRpAhWU1a6PWix0bP+pp+SuT/sffrz58FZ+q4fMLpvt00odUu537ZvruJztGICJ+3bRnjiO1ak1apRlLaD/Qc2NJd9erN3yNYYiEb8XnvJb3KjMM31iEGp6gdmzu/VsiNFrVRqVCqlJpTAzuHaVSrTL6n5/A0f7q24+PXGz7YMrB1fe/aFjJKpzK2YU9v791zCnkOx2Mp5N8/XlIp9URGx8GufRyJzaox6lQ6Fhext70azVPNWoLNk6cujd/UylRXEMd39+47h75O5gv0WjOb0XVh6KZEbtYqlXPn/eQKpZBH2tX5+Sim4+bYzSZUy2lkL4M5cLD3wNae6ldv/m6UKZBwUZ/1XNAoTSRC87HRdr1aT2Mivp3s7McNUDgstVIl/eFMnVap6hk72U6i23RGrdo4jD9/Yey6RR9qQp24iWqz6P396BO7+88rlSar1srmjC27+ZcV3dWb+zdtHjxC43JGic3bendVdax8v2kNhStsGT17jUCMmmzNyOunUQMutX6AdOPTzj3HEeeHGIRMNHmPHyUMzJMg4PNk0kmTXmkxqu+Q22EeGRpYhBtVHssL+AIuh1ssPETa07lIJVK7zQ4AkEllVqv1bsV0Wp1Go1ncKZ45lSiGUqnE4/H40/w7ghry+bxUIuVxeawpltPhtFqt/Gk+j8uTy+QAAI/bw6AxoOhBhVzBn+YLBUIAgNfr5bA5Ar5AIpaEQiGJWAL9LGY8MwAAkVDEZrGhAMJisWiz2aCTZrIZNostFt/e4FypVLKmWNFoNJvNCgVCAV/A4/D8fr9BbxDwBVwuV61SAwAsZgudRof2gxeLxQKBgMvhupwuj8fDYXO4HK6AL8jn8wu70bSAtKf1k0YKmcTq3tO2EctT4plt21uqhpgshUKuVMgPdq49i+qTSfm7W17tptLotO4NHSelUnkv8uyBkWYRl7C7Y88ok0wX0JpxLVKp7Mueqg4SRspnVLXuoExPXx+rrR26KpWrqQzM1LSUPjU8TkahGAPVbcvPTvRK5epKRLhcoRbw0Ac7a9qpeJGA3EYYo7KJ+zq3ncB0K8RTtX2HmvCjlCncEBWJoDWsaN94HdNn0tlp1NadHYf7aVgikySTK+a4kYrLntzQsr5x7PLp/rMXRi8eGW893bv5DLJLIRPva3u9g0yeYvStbz8hlsgHUef3DdxQKrVCEae2fVnN4NVpkVJxZ2SgTCmX3ho6dHi8HcfECsXKHkzdicHzcqX9/Ojei+MNSqXpu5GdNQPnOWKxUqGR8PGftm27RcUaZQL8FI3Kxu9qXV1PpfCmx3e1ViGneG3I01v6zvIF9M/bNhxD9AiEnE5iJ4M9vqW7qrb3Uiq6yP+0MDCLRqWQdrS337pxo+HWzTvU3NBw+uSpPbt2Lm5sxGazeRwef5rPpDMX96CeQWMgEUgAQHNjM3TDXRC5XN7V0bWoq3/2QGOjUqk0xZyCbIY9xZ5bIBgMtre2K+QKsUjsdrn1On39zXqRUNTd2a3T6dgsNoPOQE+iAQBUCrWtpU0oECpkCiqFisVgUUhUX29fOBweHhxGIVE4LI5CpkDOJJVKKWRKLpcrl8u9Pb2FQiGbzZKIpGneNI/HE4vEKpVKKBSOj4/LZfJcLtfT1YPD4iaRk1PMKaVC2dzULBQI+3r7dDodnUYX8AVUCnVmZgaHxQ0PDtOpdDwWj8fhKWSKXCaXSWULu1Hi0CGhiHO+f+9HrUveaH7nCm5QJaCua3v3rzf/vKR9E57N0ynUI9grS5vfebv1jbcaXt43cubqWM3rjUuHyKidnR992F4lEGkH0Wdfr3/jrZY36vFjAjZ6WdPrm0cujxEuvX7zL98SkGqp4FDPireb3trSe5wtVIpYE+ubP1ja+uGKzi0DdIJSJpdKxZAkUrFGoR7G33i/+bV3m5ecnuzQKfRU+uD6tiXvNv79i/FrWqWJxOhZ0fjXj9qXVfXuQk8x1QqVRsDY3rHytYb320hYjUJRqU2pUOFIjctblnzStvat5g07u1dt7T82MHnr49Ylb7e++VbDy7uHT14fr3298Z1+Empv94r3Wj+Z4isNCmk3+lYzfkAjV1eqqkglV+DIzf9785XqvhNCvvDc4Pa/Na2coE5+2vHO5r6Tvdhrr938y8v1f/ti7JJMotEoVBhy+4rWN99teusMussgU7ahTr7btHRp69tvNrx2FFEv4U/t697wdvOSzW1rdgycYfNYezs/XNr2wfLODY24ibA/lEwmYMF6TIqnUsl0OnU3pVLJUrHQ2tK87dNte3bv3bNnnnbv3bVr9+WLF1A4+v/5/5Y+rBsNDQ5BHjQ6PBoIBJxOZzKZtFqt0B4TkUgEGu74vL5gMJhOpaFFPDabze1yp1Ipm9U245kZGR7R6/SjI6NQnSaTKZFIAADS6bTVYjXoDcFAsFgsDvYP6vX6UvGRNnd4JkBuVCwWhwaGoE/GRsZCsyGX05XJZmw2m91u7+/tdzqd4VAYAJDL5SbGJ6gUqs1qU6vUSATSbrNDS5dcTheTwQQAjI6MptPpcrksk8q0Gi0AQCqRYtAYKoWaSWeYDKbRaHQ5XUQiMZvNRqPR9rZ2JoNZLBbJRDIAwOVysaZYBDyBP803GAyxaAwAIOALsBgslUrNZDKJeAJqg91uT8QT+Xx+ZmaGRqW53W6H3YFCoqhkajqdRiFRIqHI6fxHGtL5bpQ5XOu0Gj12i9Oqt1sNHrvVaTU4rAaXzeSw6h1Wg9NqdNssDqvebtG7bBan1eCwGt02o8NqcNqMLpvRYTV67LcLuG1mp9XgspmgStw2k8NqcNssHpvJbtE5bEaXzeiymZw2o92is1uNbpvJaTX8UEaP3ey06m0WvctmctmMHrvFbTPaLHq33ey2mVw2k9NmsFl0TqvRbTM7rAanzeS2mRxWvdNmnF+b22Z22ozO26eGDlnoWqzQtUANsHps5nlV3ZbbZnZZDQ4rdC6T02Z0WPXQRTkseqfN5LIZ7VY9VPmM3eKyGmwWPXThbpvZbtXZrQaXzfx9z1j1HrvFZTM6rUYX1FFQAYveDgvWY5LDajDpVEqZUCUXqecJWu6KQozabLb73jEfdidy6KjxsfF8Lg8AQKPQNqutqaHJ4XC0NreazeZwKEyn0YkEosloUigU1767RiaRKWSKz+trqG8gEogataattc3hcLS3tWMx2L7ePgCARq0hEohMBjMejyvkipbmFgKeYNAb8vl8e1s7Bo3hT/Nz2TuThf/IqbjR+Oh4oVDIZrIYNMZitrS1tIlF4pbmFr/fz55iYzFYAo5gs9qKxWJPd8/N6zc9Ho/NamttbsWisTQqze/zO51OCpmSz+cREwgAQCAYgEaWAACxSFx/qx7qRr1Oj8fhcVicRCwpl8skIonL4ZJJZKikzWqjUqgAADKJPNA3gMPiuBxuNpvlT/Nv3rg5NDgEAAiHwh1tHfU36ysrf8kkMpVCjUajZpO5sb6xo60DOhEWg8VisFwON51OL+BG+ePHYiF/PBSIh4OJcCAe8sdC/ng4kAgHE+FALOSPhfyxEPQWKhCIhwJQSej13AKVw+OhAPTh7U9uv75d4bz67xDUmNvHLnR4cO7bfxQIxBes6vsGf9+qe17L/VU5O3R47B+Hx7/vhzltC9/ZD5Wzz720uW/vci2wYC1eiUjQaTX6fZ5YNByNhGN3KBp22m0bP9kwPc2/7x1zcW7U1dk1MjxiNBhHh0cBACgkKp/Pi0Viu8NuMpoaGxqxGCwOiwMA9Pf1+/1+6Khp3rRYLCYTyclkMhQKkYgkAAB0V1Wr1VPMqaaGJo/Hk0qmpqenOWwOACCbzWLQGADA6MhoKpl6FG94+lTcaHhwGAAAygC64zudTvQkGhoIQvgDfshmcFhcPp9PJBISsWSaNw0AEIvE07zpUCjEoDMAANBQMhAIoJAo6FihQKhWqWOxWKFQGOwfhJ4S9ff2AwAoZEpDfcPNGzeDwWAgEGBNsaBv0ZPoYCAIABgfG4+EI0KB0KA3RCPRQqEQDofJRHI2m00kEpnM7ceEDDpDp9PZrDahQJhIJLLZbGVTq+GhYb/fv7Ab3W0vE1iwYP1sFAv5nTZjLBqxW40mvdps1FhNOrNBA8luNUzzWKtXrobyXt+bxbkRhUJhTbG6O7snkZMAAC6HK5fJB/oH6DS6x+2ZRE1SKVSH3eFyuW5dv1Vxo0Kh0NXZRSQQAQAcNmdifKJcLrc0t3i9XplUxmaxW5paWFOseDwuEoomxifIJLLL5bp5/WYwGOzv64eeq/+EqDw3opKpCrlCLpVPMadmZ2dHR0anmFMoJCoajTLpTLlMzuVwRUKRw+6ov1Wv0+lGh0dVShWVQpVKpDQqzWQ0CfiC7s5ulVIFzdf5fL6R4REAQC6bGx0ZxUxiOGwOjUoTCoRikVipUFIp1Fg01tba5rA7GHRGf19/V2eXTCZTq9ROh1MoEHLZXJlMRiKSIuHI8NAwkUBk0pkcNkev0zc3Neu0uvGxcY1Gw55iSyVSCpni8XgoZMrI8IhYJCbgCEqFUsAXyGVyMons8/kShw7BbgQL1vMoyI0i4VmjTqVRiOVSgYDP0WtkGqVEo5QYdUoOi75uzbon4UaVIDE2i11/s74yC8Tj8mhUGjSgcTgcBDzBbDabTWYinmg0GCunGxsZg/LC8bg8vV4PAOByuCajCfqEQWeIRWKv10uj0qDHJwa9gUgg2u12lUollUgfm1E8FSoxdfl8nk6lQ4Mbp8PJZrFnZ2cpZEo6nQ6Hw3gcXiQQAQDUKjV04VwOFwBgs9mwaKzBYAAA8Kf5NCptijlVLpUBAKlUCvo8lUpNMacYdAaJSIImZllTLDKJnM/ng4EgjUorl8vBYJBCpjAZTCaDSSaSVQoVAEAsEuNx+Egkks1mGXQGg84gE8kul0ulVNFpdAqZAsXvaTVaLAbrdDgBAGw2GzqRXqcHAEzzpgl4QiKRSCaToX37YDeCBet5VMWNTHq1XiMX8FiNjY0CPteoU2pVUpNexWUznqgbQcRiMZvV9oC35mAgONg/aNAbforxCIvjuc5TB7sRLFjPg+5wIxGfc/rk6fr6Bj6PrVfLnpobPRTFYnHuk5LnAdiNnv1/FViwYD1RzXejc1+fPXG8bmRoWK+R/zjd6DkEdqNn/18FFixYT1R3uJFwmn3m1JmWxhaxgPdk3SiRyWVy+Uwe1oMom8w+J921QJ462I1gwXoe9EM3kgl47PaWNqlo2qhTPPHnRqV5uRfKi9Lcwx+wqvnct+Znqnwmf//uWrAfFrzSuxW721dzPy/f7+29a7j3VwAeG8GC9bwKcqNkIma36I06hU4tU8vFFqPaqFMadUq7RcfnsZ70TF06nU6lFr8AKJfL5XI5KL6uUCikUqli8T7Zs4rFIpTroQzK2Wz2bpNg5fK9vn2a5OfM1KXT6bmbzM6lsi8t1CepVKpQKBSLxVwul8lkKot+AADQKp9yuZzJZFKpVCqVqqz7qZSBvqpUXikAvb6jW+Z+e8dPtlAoAACgHXsrxVKpVDqdht5ms1loo14AADw2ggXrOVV01uefsbtdDrFgWsBji/gcsYArnGYLpznCaY5UNE2nkjas3yCWiO97x1ycG3k8nvGx8dHhUbvNvrj7Pg6La2psQkwgAoGA2WTuaOuYnJy89yEej6epoSkajRoNxvbW9rvFRMTj8baWNp1Ot4hWPV4gNyqXy06Hc2xkbGx0zO1yzy2QzWbFInFfbx8Wg41Go3wev/5WPRKB7O/tt9vtbS1toyOjne2dSoWyUChg0VgoJp7H5XW0d4yPjo+PjsdiMQCA2+WGFhH7/X7EOGJocMhsNpdKpXw+D63uguCyuQ6Ho/KWRCQpFUrotdVqRaPQAACPxzMxNjE4MNjf2x+LxRh0RndnN4/Hi8fjep1+aHCos6OTgCPEYjEcFld/s95mtfn9fmt19QJuFJ31wYIF6+etXCrGolOqq6rXr/tk44ZN81W9qfrtN9+GUkHfGxyFs4jVr6PDo6lkqlgsjgyNQH9EPywupwtKsjDQPwAAiIQjY6Nj928tBufz+aDlovcoNjdZ9TMk/49cDCNDI/l8PpPOQKkrKiQSCZVSBQBwOBxYDLZQKCARSJfTRaPSisUikUDUaXVsFtvldGXSmcaGRpVKBQAg4AnQih+ImZkZJALZ090DAECMIyKRSLlcHhkegYZizY3NBr0BKkkhUcbHxqGRjVKhbGpokoglAAC32z02OjbYPwgAGBsdSyaSpVJJrVJDy78AANBaJSwGWy6Xo9GoTqvD4/DBYNDpdAaDwXg8Htyz5043StfWWowaWLBg/bzltBkZVFJXR+tgf89gf/d8DfR1Dw30alVyp818DwW9zp6B8UVkTR0fG4eeHEwiJ/V6/djomMvlGhoc8nq9xWJRIVeQCKR8Pi8SirAYrEqpQqPQbrd7aHCISqY67I6hgSGL2dLc2IxCoiwWCwAgGo1CqXEAANlsVsAX0Ki0fD4vFAj7e/vHRseg7RLIJHJ3Z3dzU7NMKisWixq1BofBJZNJAACRQEQhUGgUOpvNymXyWzdu0Wn0fP5Z7jBUcaOxkbFisZjL5jBojF6nHxsds9vtfT19kUgEACAWicfHxmc8M6VSqauj6/LFyxazBQBApVAvX7hc6RYelyeTygAAbBa7s71zZHjEZDLlcrkp5pRcJqeQKQAA5AQSGi2Nj40XCgW5TA7l2wYAOJ1O1hRrsH8wn8un02kigSgWiRVyRbFYpFPpcpmcSqZCB1Ym+oKBIJFA7O/tZ02xPB5PJRcRAAA9ie7q7EIikG63G4CF9zeqUSvEsGDB+nlLJRcZdQqHRW+36O4uvVYlVclF95DDrG5q61nEjhJDg0OCaUEsFsNMYrKZ7ODAIJRTwGg02m32wYFBAp6AmcSkUqlrV69xOdxIJJLL5cZGx2QymVgoFgqEfp9/YnwCuh2DH7qRw+GgUWjoSTSdRo/H4z3dPeFwGIlAFgoFMpms0+k4LI5ELInFYjQqjUwiQ5NUJCKJRCRBM1HQ9g16vZ5Ooz8Jm3lA8nOypkJuhJhAZDKZKeYUmUQWCoTQo7JUKqXRaKaYU8ViETmBnOZNQ7mxKWQKg8aQyWRQbZDrQK8TiUQ4HCbgCVCuIJFQ1N7W7vf7MZOYihuVy2U8Dj8yPNLf15/NZs1m8/DgcHdnt9vlViqU07zpSdQkAUeYnZ2lUWgCvqCjrSMYCKKQqIobScQS/jQ/NBtiTbGEAiGUeBACg8botDro5zI7O7uQG9XWQBs7woIFC9Z95bLqWjr6FuFGvT29BDyBQqL0dPUAACZRk/F4nM1im0wmi9nS1tpGo9L0On2pVKpsGAEAcLlcE+MTw0PDAACX0wXt3AMRDocrM3Vul5tBY4yPjmMx2DIoj4+NAwBGR0ahpyDQTJ2AL4jH40wGE4/D9/f1AwBKpRKTwaRRaYlEYpo3rVKq3G733Bvo02fuTB2UwxuaqVOr1Tgszu1yZ7NZKPkeNFMHjaIqh+MwOLfb7fP6oP2fGHQGlBvJaDSGZkMAAPQk2u12zwZncVjctavXrBYrGoWGDH5keKRcLmPQGPQkuruzW6/Tezye9tZ2IoEIZW6ViCWdHZ39ff3FYtHr82LQmOtXr9vtdiQCmUqmyuWyRqP5wUwdnYnFYAEAsVhMr9PjsDjvjBcAMDY6FggEYDeCBQvWI2kRblSJYiARSZcuXJpiTgEAgsEgBo1pbW6F0tCJhKLR4VGtViuXyb/79jtofgmit7sXSqeGw+JuXL8BJUAzGAy9Pb2tza2jw6PhUDgaiXJYnLGRsY62jvHR8Vs3b+l1egKOMNA/0NbSFolEDAZDR1tHIpGQSqRIBLLhVoPRYORP8yeRkx3tHVaLtb+vf3hw2GKxtDS1eL3eJ2o596ASxWC326EoBr/fbzQY29vatVptU0NTJBKRy+R9vX1YNDYSifCn+d9d+U6tVgMAZmZmmhubhweHmxubVSpVOp1ua20b6B/IZrOBQACLxvZ094jF4kpUW09Xj06rC82GEOOI4cFhh8PhcXsaGxrL5TIU9NHZ0Qn9IJqbmqHMgQa9oae7pzIS6mzvtJgtgUBgYmxidHjUZDLFojEaldbd2c3j8uKxuE6r6+/rRyKQAX8gGo2iUej+3n61Sl0oFGA3ggUL1iNp0W4EAEgmkzwuD3pcAQBIp9NQODIAoFQqxeNxKF45k8lA4cuJeAJ6GgRFPWQz2UwmA73O5/PJZDKbzVaCiaHAYuiTbDabz+eLxWIykbwd4V0uQ4/oy+UytMFBPp/PZrKVzQ6glkAv7hs4/uSYG+GdTCahHTHy+XwumyuDciZ9uzMTiUQ2kwX/iJmubCIOxWqn0+kyKENR3ZVo71wul4j/IKQQ6m0AQDqVhqINoRoAAOVyeW44ONRd4B/dWGlh5fNUKgU9ioNaG4/HKxHe0DYT0OtMJvN9WCPsRrBgwXoUPYobPSyxaGyKOXW3NTc/S/LPc2Yg2I1gwYL14Fr0cyOYBwF6bvRcALsRLFiwHkUP7UaJTCFXgPWAyqVyz7wNT0cL5GKA3QgWLFgPrkWMjQq5QjFfhPUggtzomTfjKQh2I1iwYD2SFvPc6D7ZPWG+J5/JPy/dBc/UwYIF61G06CgGqVQKbV8NxXE9OBq1Jpd9uEMAAFarlT/N9/l8U8ypKeYUnUb3+/wPfjiHzaGQKQK+4B4xBXq9fpo3/bANuzdwFMOz/xWHBQvWT0KLdiOxWNzW2mY0GokE4vw8dXKZPBAILHjX8vv9i8hrF4vG2tvag8Fgd2c3h80ZHx0XCoQPeCyLyRIJRXKZvKe7pxKdPB+nw9nW0vawDbs3c93IbDJbLdbHW/+PCNiNYMGC9ShatBvFYrHBgUG7zU4mkSF30Wl1s7OzAIBEPNHR1sFkMAEALpfL4/HE43EoN6jf74fSCkAkk0koh3RoNqRWqd0udzgc1ml1AACfzwet0AQAQPno+nv7y+Uya4qFnEDSqLRCvqDX6ePxuNvtNpvMUEmlQgmtgDHoDVqNFlpaOzo8mkqnAACFQgFqvEFv8PtvD60i4YhUIoVWyI4MjQj4gnTqdgy6w+Gw275v7SKouFEulxsfG0cikKVSaTY4a7VYM5mMSqmKxWIGvSEWi5nNZqhJUJa/Qn4xiWifJbAbwYIF61G0aDcKh8Pdnd1NjU3BQBAAoFKpKCQKiUjyer2h2VBTQxOUqVOj0Vy5fIVEJNFp9HK5bLPaGm41QLf7WDRGp9EpZIpELHG73ZcuXtJqtFQKFT2J9nl9FDKFRCDptLpyuczlcClkSkdbR6lUotPoTQ1NUPJvAp5Qf7OeTqeLRCIAgEQsoZApbBbbZDR1dnS2NrdOjE9YLVYsBlvJhgcA0Ol0ZBKZTCL7/f5wOEyn0SdRk1CynP6+fiKByGQwM+mM3WYnE8lEArFiioug4kbpdLq/r39oYKhYLLqcrmvfXYOy8AUCgYH+AYFAADWjVCpxOBwyiQy1YdHnfQbAbgQLFqxH0aO4EZVCzWazRCIRANDf249EIAf6B2xWGwCASCBCScwAAEMDQ3PNAIfBQXkHZjwz169ep5ApUBo6FoslFAipFCoAQCKWtDS1oCfRTAazUChAaeigJGkMBsPldEWjUQBAaDY0MjxSSRPQ29MLAKCQKTQqjcflcTlcHpdHpVCxGCy05DYeiwMATCYTk8FsaWqxWW0mkwk6I5R623wn/gAAIABJREFUADOJAQBMoiZTqdQUc6qrs2tifII/zV/0LXruTJ2AL4AGiNApoMzlAACxRCwRS7LZLI1KAwBcv3adQqYM9g/CbgQLFqznSIt2IwFfcPPGzXA43NrSarPZxCIxiUiaYk5BCaShDQ7sNrvVar125VplizmPx3P1ylUoT2g4FMZhcRQyBbpHx+PxSxcvQdN0VosVi8aSSWSb1ZbJZGhUmlAgbKxvFPAF7a3tdOrttNxUCrWttS0ej0Nv2Sw2f5rPZDDlMjmZRKaQKXQanUqhQpshCfgCBoNRLpc1ag2Twezs6MSisYFAgEKmcDlct8vtcrmuXrnqcroQEwj+NN+gN0DN83g8i75Fz3Ujo9EIjfb8fv+NazegnYoAAGazmU6jk0nk1ubWaCRKp9LpNLpIKHqGCY0WA+xGsGDBehQt2o1UKhWbxfZ5fWq12mQ0AQBkUhmbxYZGLdBbk8lkt9lZTFbl6b3T4WRNsSo7xUXCESaDCblRPp+f+0jJYXcwaAzowEwmw2axhQIhl8Odnp6u5GCVSWUcNiccDt8+pgzYLPbs7Gw+n3e5XDOeGe+Md2ZmBgAg4AtYU6xKCINCruDxeFAchN/np1KoZpMZapvNarPb7dAO7iajiUFn3N6/Z1HcEVNnNBiVCuXMzAyLxdJqtJXP7TY7a4rF4/KikWixWOSwOT8LNzpUo5ILYcGCBetB5LRou/tHH2q3veclZPlx8FxHeOePHwvN+mHBggXr3poN+Pxez6zf/eWx0//x3x/CbvQkeK7dKHmoRqWQwoIFC9a9ZdBpgoEZ5Pj4H/7yxgt/XvngblQqlcowD0Y+k39OumuBzEDKlcs3fLL+o48+XL9u7YoVyz/84H1YsGDBmq+DNV/YzNpL58/9+eW3H8KNEplcJpfP5GE9iLLJ7HPSXQu4ETh1CjU5CQAgEomVCEIYGBiYO0gmEnqN/NqVy3/52zvz3aiUK5Vz5bkqZovwTN3Dkn+eZ+rAqVMbN24kEAjXrl2D1kXDwMDAzCeVvJcbBWYCOpVOo9RA0qq0Xpc3m8zOdSObzWaxWEKh0IOfNJPJWCyW76Pg7k4gELhHFp+fCnPdqLIxbiQS8fv9yWTS4/EEg8FisWixWBwORyaTCQaDTqdzZmbGZrNV1lFBuFyudDodCAR8Pp/FYgkGgwCAVCplt9vdbrfb7YYyYvj8Pp/PV1ngFY/HLRaLx+O5RzamUqk0MzPj8Xg8Hs/i+3y+G/l27vztb3/79ddfj46OQlv2wsDAwMwnmYgv6EbNTW2gDJYvW77s42Xr1q777LPP1q9bv3LFyiVLluRSuXz69u2VRqN98skna9eu/eMf/zj/TqfT6eb/Nezz+b755pt169YdOHDAbDbf8W0mk1EoFJW3bW1ter3+CVz3U2WuG926dWtgYAAAgEAg/uf/Z++845q6+j+e9ukzOn6PT2vt09bRobZ279qqreJsq3VARHEhI4BskCVDtoCCspdM2SthhhnCCHsnbAKEMBICIXvdJPf8/rg1D1W0arWuvF/fl6/r5d5zzj335nzO/J6vv+7q6vr666+1tLSio6N1dHQ0NDSsra3j4uI0NDQ+//xzQ0PDxZvkKpXKffv2+fn5xcXFbdiw4ciRI5s2bVIqlY6Ojnv37t20adOPP/6IZLibm9sHH3xQWFgIAKDRaE5OTjo6Oh999FF6evqtEtnQ0PDee+99++23n376qYeHxz0+6s1qNK6rGxgY6O/v/8UXX9TV1d1hODAMl5aWLv4Uurq6rKysrKysCgoKkDMVFRXImaam39zcZmVl/ZmZ+GrUqHmI3E6NlODggYNIoweLxQIAIAj6dd+vggUBJP5tM9Pdu3cjTZy8vLyb3XgbGhoiBeJiMjMzbW1tAQBXr151cXFBTqoKayqVun///lul9jb9Xcgo+t08+l/HYjUKDQ398ccfkVbLzp07IyIiAgICvLy8DAwMAABzc3PFxcUAgMLCQmtr65uDam5u/uSTT5qamvT19QEAaDRaKpUaGxsPDg5GREREREQgl9FotMOHDyPHAQEBPj4+AID29nZkBVVBQUFXV9cNIVOpVCKRaGpqWlRUVFNTozp/d7l6sxpJHB2np6enpqZOnjxZXV2NhDg5OXmbpjEEQRgMZtWqVfn5+ciZ/v5+Y2PjoqKioqIiGxsbIpHY2tpqaWmJnDlz5szw8HBVVdWJEyeQR1WjRs1jx+3V6Ij2kcHBwZ6eno0bNzY1NdHp9MPow4gaIYVUc3PzgQMH4uLikNCYTKaRkVFsbKxQKOzq6lq7du3BgwdvWL+Zm5vr4OAAAIiPj/f19XVxcdm+fbu2tvbAwAAA4Ny5c6tWrULEr76+fseOHcjIt0KhIJFIWlpabW1tfX19O3fu3L9/v5+fn0gk6uvr09DQMDIy8vT0/Itz7w5RqVFPT4+Xl5empubw8DAAYPPmzTt27Dh79mx5eXlubq6mpmZnZydyCw6Hs7GxuTmozs7O5557ztfXF4PBAACOHDkilUrNzMx6e3vDw8PDw8ORy8bGxo4cOYIcMxgMe3t7HR0dVTOrv78fWQ58M0ePHkVaF2ZmZubm5v7+/lZWVqWlpbt27aqvr9+9e3dzc7NIJIqKijIxMUH6CX/HzWrUr62tr6+vr6+/YcOG5uZmAAAEQSgUytDQ8Fb5BcPw/Py8lZVVTk4Ocqa5ufnkyZPIsZeXV1ZWVmlpqaOjI3LGyMioqqpKoVBkZWV1dHRERkYuXkGtRo2ax4Lbq5HuKd2ioiJdXd3Vq1cfO3YMj8efPHFysRoBADgcTnh4OCJIJ0+etLOz++GHH3Jzc2UymZ6enqo8UZGTk4OoUVxcXGBgYFtbm7a2NovFQqPRAAAKhXLgwAFkfEEqlR4+fLi+vh4AwGAw0Gg0m83W1tbmcrl6enrl5eUhISGxsbGjo6O6uro+Pj6I3+5HEJUadXR0bNu2bfPmzVFRUQAAMzOzK1euoFCo7u5uAMDMzIyrqyvyvAUFBUgL8gYIBIKzs/OuXbs+//xzAMDhw4flcrmpqSmFQomMjIyMjEQum5mZUakRQkNDg4ODw81dozdw/PhxRP47OzvffPPN/Px8NpstFov37dtHp9PPnj1bUlJSWVm5Z88eKyurG6IA4BazGJD/m5qaVlVVAQCUSmVaWhqiTLfBxcUlKysLOW5ra9PT00OOPT098/LyKisrVWpkYmLS1tbW3t5ubW1tZ2fn7+8/MTFx+8DVqFHzqHF7NUJroRFHokg/EgBA86Dm4p66K1euIKXVTz/9BADQ0dExMTHx8/NDSgNLS0scDnfDkHhubq61tbVQKAwLCwsKChobG0NGRw4cOAAAmJycPHz4sFgsRhboHD9+vLy8HAAwMzNz8OBBmUymqanJ5/NNTEwaGxtjYmLc3d0BAK2trTY2NhcvXvzL8u2uUKlRQ0PDZ599FhIS8s033wiFwiNHjjQ1Ne3evTs2NjYhIUEmk1VWVh4/flwqlaalpRkZGYlEohs6yvLz8y0sLLBYrIaGBgBAW1ubzWYbGRmRyeSAgICAgAChUJiZmRkbG6utrS0UCul0uo6OTnl5uUKhcHNzQxpPMplsyekMEAQdOHAAcZ3X3t6u6usDAOjq6o6Ojjo7O+fl5ZWXl//www8+Pj5Ip+LvuFmNKFq/8e6777a0tCB/Y7FYKseCt8LLywuPxyPHTU1NJ06cUJ1PT0/H4/FIpQYAYGhoSCQSWSxWdXW1l5dXXFzcYge9atSoeSy4/SyG7Rrbc3Jy6urqMjIyampqiouLt2zeIuKKVGp08ODBX3/9VVNTExlIptPplpaWRkZGSLcbk8k8ceKEn5/f4hj5fH5YWJimpua5c+fYbPbk5OSGDRuOHTuGjGRAEFRcXKypqTkzM9PZ2blp0yYjIyMAgFwur6qq0tTUrK+v7+3t3bJli6WlZW5uroaGRlNTk66urq6u7tGjR//q7LszIMlv2aWjo3P+/HkAwIEDBzQ1NTdu3BgWFpaampqUlPTjjz9qamoaGRkxGIzAwMDdu3dv2bLl9OnTN8iGnp7e5s2b6+vrkW5JCoVy6NCh1NTU+fl5DQ0NDQ0NTU3Nb775ZuPGjVu2bNHU1Ny7d+9rr722adMmTU1NPz8/pJROTk5uaGi4OZ0FBQXfffcdMphna2v7/fffI1UBAACNRtPT09u6dSsajebxeLGxsUZGRomJiQAADAbzvyHDm9VI4eqKdBEaGxtXVFSA6z11p0+fvlV+yeXy8PDwjRs3otHo7OxsJHp7e3s/Pz8/Pz9ra+vOzs7+/n4bGxvkjK2tLTLXBYZhPz8/DAajkj01atQ8LtxKjaKirgIlHOAXoH9aX/+0vqmJqYGegf5pfY/zHpAYkolkqjq7WCwWiUSqAKVSqUgkUo0VQRC05LRekUiEzF12dnZev359e3v7DX+FYVihUCgUCgiCFp8HACiVSrlcjpyHIEihUIhEokd5Iji0aLc95AwMw0guqc4gT4E8lEwmQ5ovYrF4ZGTE7zr+/v4sFksuly+WKNVoEARBEASJRCLkgsXZgpz/X3ogaElnrMhdSJJkMplCoVgckUQikcvlqgSLRCKZTIaMAv7vsiV76gQCgbGx8SeffILsQKVUKrOzs2945YtRKBTJyclJSUlxcXGq9tf09DTSF4nMxAAA9Pb2ImfGx8dV987NzakG39SoUfMYcSs1QtYbLXnL/V39mpubm5KS8mQv0v8zq19pNFrkdaKioh61sTEikbh4DvrSaiSXyykUCpVKvYfN59WoUfOUcHs1uo2fuoed8McJVU/dk89tZjGoUaNGzW24RzUSSCApJJfJ1XYnJhVJn5LsWtpP3cP7vNWoUfPYcM9tIzkkV8gVarsTk4llT0l2qdVIjRo198i9jxuBR9TxwSMIJIGeluxS99SpUaPm3rjNnDpYCYcGh5qeMTU1+Z9d9L+IzKlDbg8KCrK2traxsbly5UpdXZ2tra1qD/K7IiYmBnHpEhsba2FhYW5uvnie1OPO0+7De8kruVwuspYNAYZh1RwHhUKxhJuHxwQajdbZ2clise57yBAE9ff38/n84eHhewifTqePjY0t+afx8fEHN8FkYWFheHh4yUmcjyZisfhJXT1No9F+N+noJiAIureSV6lU9vX1cbnc0dHRWzl6+UNuv95o29ZtiUmJJfgSxDIzMzd9v2nxeqNTp05pa2traWnp6urSaLSNGzfem0+Wjo6OX3755dKlSxcvXiSRSIcPH0aW7QcGBo6MjCx5y/nz52/wb/3IolajJfDw8IiPj0eOc3Nzjx07pqWlhXh1ZTKZmpqaDz6x95+BgQE7OztLS8vFnv7uF0ql8ocffggLCzM3N9fV1b3b269evfrxxx8v+afU1FQej/dn03cLyGTyBx98cLNjxFvR2tr6gFJyh3C53IyMjIebhgdEVlbWHzYXrl27dm+B//LLL+7u7j4+Pr/88su9hXCHvhhUaB7U5LP5Ks9AMAwnJCRcvnwZEQZdXV0HBwdkMX9MTMzExAQWiy0pKQEAyGSyqKgoVZU3Ly+vrKwMOabT6cHBwUeOHElKSrK3tycQCAAApVI5MjLy5ZdfqvxJ8/n8qKgo5FdTW1u7YcMGlTfnR5ynWo0Gjx7FYDAJCQlpaWnW1tZIRlAoFBsbm6GhIeTSlJSU/fv379mzB3EwJZFI/P39VW6BlkQul+fn59vY2NjY2CDOlCAIiouLQ86YmZktORdeKpWamJjk5eVFRERgMBikytPQ0IDBYDAYDBLjwMAABoPx8vLq7Ow0NDQ8f/48BEEJCQlIyObm5jf8JFQhnz17dt26dT/99JOtrW1LS4tIJDIyMiIQCJ6enhgMpre3FwCAxWKRuBB35gQCwcjICI/HFxUVzc/Px8TELPmwg4ODGAzG3d09NDQ0ODiYTqcbGxsnJSVhMJi8vDzVZYj7QgwGw2Awlgzn1KlTSAK8vb2RM8jDurm5LW4bRUdHYzCY/Pz8oKCg8PDwvLw8e3v7yspKIyMjJpMJAAgMDAwICCgoKMBgMIinXsRDJQaDWey1FokrJSXFwsKis7Ozvr4eg8EoFAo8Ho/BYJB1iN7e3hgMpri4GHl2Pz+/1157DYPB2Nvb3+yGWfXq8/LykNeh8nwYGxuLnLGwsFiy+s/hcJydnW1sbNzd3RevYbyBnJwcExOT1NRU5L8VFRXGxsZIypHPNSkpycnJqaKiwsjICCnOYBgeHBxEYk9MTIRheGZmxsjIqLq6+vz58xgM5uZtCCYmJjAYDB6PT01NlclkkZGRSLk2OzuL9DVdvnwZWZNoZGRUWFh45coVDAaDfOfV1dUYDCYsLAyLxRobG8MwXFBQgMTe1tZ2q4KGwWBgMBgLCwuVxxoKhYJ8LSo3o8jXGBYWprorOTn5hoe9menpaQwGY2trm5iY6OLiIhaLdXV1MzMzMRiMqrp5h9xejU6dPFVcXIy5Tmlp6YnjJ27wUxcVFaXytqCjo+Pi4nLu3DnkST///HMvL6+8vDyJROLu7u7m5mZubs7j8fB4vLW1tZmZWWVl5ezsrL29vb+///bt2wEAWCzW1NQU8d08MDDw7bffurq6AgD4fL6Xl5erq6ujoyOHwyEQCJ988snNTvAeTZ5qNeJaW5NIpNTU1Ndff131dSIOjlR3TU5Onj171s7OTvW7xePxiBOOW9He3m5lZeXj4+Pj47Nv376RkZGysjIjIyPkjJaW1pIlskKhuHz58urVq3Nzc0kk0vT0dHd3t4GBAYlEIpFIZ8+exWKxXC73119/9fb2plAou3btysjIKCkpMTY2VoWMlMg3h9zS0qKjo+Pj40MikZhMplwuNzc3/+CDDyoqKkgk0sLCQlFRkaWlJRKXoaFhe3v7zMzMRx99pKur6+Lisn//fk9PT8SD4WIYDMbp06dJJBKBQPjss8+io6NnZmbWrVuXmJhIIpGsra2RSpmvr29oaCiJRKqoqFCV9YuBYfjrr7+2srIikUhhYWFeXl4AAC6XSyKRNm3apOr6Q9xtkUikoKCgl156qbm5mUaj/fe//7WyskIKZRiGm5ubX3zxxYCAABKJNDAwIJPJMBhMWVkZiUQKDQ1FBEn1sElJSevXr+/r62MymZs3bx4aGpqcnPzmm28EAoGfn19YWBjyFDt27AAA1NXVaWhokEik1tbWW3V9NDc3q1793r17aTRaUVGR6gWh0egly83w8HAnJycfHx+kuL/VdzU+Ph4bG6ulpYX8d3p6+v333z9y5AiJRNLT05ubmxseHl6+fLm9vX1dXR3yibJYrIMHDyKxHzp0KDIyUiQSYTCYDz/8sKqqikQi3dwcEQqFp0+f/uKLLyIiIrZs2RIUFIR4QDl27Jibm5uPj8+pU6dcXFzkcrm3t/c777xTUFCAfFRNTU0YDIZEImGx2DVr1sTExFRXV6PRaCT2bdu2IU2BmxGLxSQSqbCwEHEpRqfT9fT0kE/R1dUV+WHOzMzk5eUhLwLhhoe9ubtVLBYbGhrW1NSQSKSNGze6uLjIZLJ33nknODiYRCK5uLgkJCTcKqtv5vZqdPTI0Z6enobrDA0N3eDDGwBw7dq1kJAQ5BhxLO3l5VVTU9PT03PmzBlVmt966y0nJ6f9+/ez2ezq6mpXV9d9+/bFxsYODAwgHsj09PRU3sWMjIyQlpOuri7i6FMgEFy5csXZ2fn9999H/Asgfu0eC55qNVrsNRWp3AEA8Hi8paWl6q6JiYmMjIzs7GxVa+lWPsxVDA4OOjs7Ozg4ODk5qbw8ZGZmOjg4ODg4hIWF3apHory8fHHIDQ0NKu/gnp6esbGxAABXV1d/f393d3dHR0fE51VGRgYScnh4+G06tVxcXEpLS1X/jYiICA4OVv03MTHx3LlzyLGenh6RSEQOGAyGp6dncXFxYWGhapOVxZmj2mTl6tWrISEhVCpV5TjSxcUFKUqQdhhyct++fTe3D5RK5eHDhxGVqqmpQbYkQdDR0VFtRObh4YFkAnIekV40Go20Nfft2wfDMJ/PX+zEUCqV7tu3DzlGau43PKyhoSHiiurUqVN9fX3IgUQiMTExuaFLc3Z2dglfvL+nt7f33LlzyKv/8MMPEZfDaWlpyAuKiIhYslmcnZ1tbW3t4OCAwWBUYrMkw8PDizPn1KlTiKMzTU1NVW5IJBKlUomUQSwW64MPPkBit7KyQp7o8uXLKo/6SxIQEJCbm0sgEJycnObn5xG3Zl999ZWNjY2Dg4ONjQ1S187Ly1NlIwCgvLxc5fzewcGBRCIVFRV98803SOzm5ua3H1AUCATa2toAgJGREVVneHh4uK+vL3LM5/NvcLC2+GFvLsUEAoHq1RcWFjo7O/N4PFUIoaGhFy5cuE16buD2anTo4KHFPz2lUnlg/4HFPXV8kWjvwQNbd+wQyWS9g4Pvffjh1cRET1/f47q6R44f37pjxyybDQCQyOWevr7O590CgoJEMlkhHn/OzW2/puaOPXvG6BNunh4+/v4ff/75t5u+P6CldfFykK2DfReFAgBIzcw0t7YuKsXzxWJvPz83T8+3162LTUgAAFy8fNnVw6O7t/fOH/ZhAcmfEi1aSo1k584xmczq6uoNGzao3McVFhYubhvdTHFxsaousyQZGRnW1tYQBHV0dKxfv76xsbG4uLigoADxj6Spqbmkew8YhuPi4vT19WdnZ5G6T2tr66lTp5hMJpPJdHJySklJAQC4u7s7OTnZ2dlZWFh0d3cXFBQUFhYiIR86dGjJuQAwDLNYLH19/ejoaCaTifj9PXfunJeX1+zsLFI+Ilt7IXGdPn26oaFBLBbv3bt3aGjI2dk5MzMzMzNzcdGDMDU1dfjwYSaTSaVSv/76a29v766urjVr1pSXlzOZzLNnzyKDbXZ2dunp6ciWwNra2kiVDWneIeU1l8tdt26dr68vk8nMzMxEts+SyWRMJnPnzp1kMhkRMGTwlslkpqSkrF27FlGpQ4cOjY6O0mg0bW1tpGNq165dLBaLxWLBMCyVSrW1tUdGRphMZnp6+tmzZxc/bEVFxerVqxGl1NfXb29vT09Pf/XVV1ksloODQ2ZmJpPJpNFoSJV2enoaedju7m7Vbl03kJSUZGdnB0FQS0vLu+++29bWhsPhiouLkRe0f/9+Op1+812ampq9vb0QBFlaWv7www+LPWUtRiAQlJWVHThwgMlkKpVKsVj8888/t7e3i0SinTt3Dg8P8/n87du3z8/PT05Obt++XSAQ0On0EydOILEjHZ5KpdLW1vbChQuqV38Dcrnc0tIyISGhpKTE0tJyfHwcEYmjR4+y2WwkHKSEDQkJMTU1nZ2dRWpXRCLRwMCAyWS2tLR8/PHHTU1NeXl5np6eSOx/OFVkdnYWqUYgW84gn+KFCxeQOpNIJOrs7Ny5cyeTyUS6Sefm5hY/7JKNPG1t7cnJyZmZma1btxobG9Pp9Ndffz0rK4vJZPr4+CCvVSgUCoVCgUAgEAhuswH07Wcx7P1lr5am1onraGtra2hoLN77VbiwkBwbmxQTI1rgDJEpKfHx5YWFI729cRGR8ZGRybGxs/RJWCIFUplMIIgNC4uPjBRzOAAAPC4/MTomKSZGwuUyJyaigoNT4uKSYmLiIyOjgoMHe8hACcMSKQAgNT6egMcDmUwwPx8TFpaWkFBWUABLpLBEEh0S0t/VBUukj7hBXIFSLHnoyfjTJgF/OPHqZjUa0tExMTG5evXqyZMnEa+pAIDGxkYbG5tb1eOQYYDFrYqbEYvFMTExaDQ6ICDA1dXV0tIyOztbQ0MDjUaj0ejq6uolJ4lJpdLjx4/v2rULjUYj/csymQyLxSJ3hYaGIoUUj8cLDAyMi4tLTk5WKBTp6emqkIlE4pK/eYlEYmBgsGvXrr1796LRaAKBIBQKf/rpp59++gmNRiMjw8jGUEg4OTk5MpmsrKxs+/btFy5cSE5OPnr0aF5eXlJS0g0hKxSKuro6NBptZmYWFxf3yy+/aGlpeXh4XLp0CY1GI/1CAAAul2tlZYVGozU1NSkUCvL7bGtre++995DBlaioqAMHDiQlJaHRaEtLS0SMyWQyGo3evn37oUOHkO4IPp9/5coVExOT9PR0Vcm+c+dOHR0dLS0tZPTrwoUL27dvR6PRBgYGEokEhuHe3l4tLS00Gm1lZYWUWaqHvXjx4rlz5xAnuUjTJywsTE9Pz83NjcvlWlpaotFoLS0tZPKC6mFPnjx5q/lLIpEoMjISjUZfunTJ0dER0WMkPWg0uq6ubskXhOz3iLyLbdu2qdzD30BycvL+/ft37NiBRqOFQiGBQNi+fbufn19+fv727dvDw8MzMjI0NDSSkpKuXr2qoaFx7do1hUJBJBLR16mvr+dyuXv27Pn555/RaPSS2y2Pj4/v3r375MmTBAJh9+7deDweGc6hUCiamppIOJmZmQCAw4cP7969G41GX7lyBfmAcTiciYlJWFiYkZFRdna2WCwOCQlBbtHW1p6dnV3yuRDkcvnPP/+MHBAIBOQuX19fRDLxePyhQ4eQnESasMgu1Isf9oYAYRju7u5Go9F6enpJSUm7d+8+fPiwra1teHg4Go2+cOECEjIWi83JycnIyEhNTb2NR+PbrTeSKyfHJ9tb2lubWhFrb24fp45LhVKJUIJU9oUGZ8Cm7WD3r9xvtog2aYBdv8q37ZFs3g52/YoYf+OPnK82cb7axN/4I9j1K9i1j/vNFs5Xm5QaPyEX8L7ZIvp+m+p6xCRbdiB3cb7aBHbuhbbu5ny1SbBxK/JXxbY9nK828b79Aez6VbxJQ3XlI2sLXz78NPxZ+3rzwtqPJOHRt/nUAVhKjagnTjg5Obm4uLi4uCzeXsnBwUHVI3QDMzMz9zwtR82fJysry8nJydXVFfH6XlJS8tZbb93VAICaB0dbW5uTk5Ozs7OjoyOZTL7Duy5fvuzk5GRtbX1uIrBBAAAgAElEQVTzwOSjw+1Xv8IQDORgscEQfH31KwAA8H46MPevl+f//dr886/Mv6C2J9Sef2X+5TfmnnlR7O3/B9/TzWrENDFB+qBuWIVwm3UJMpnszn9mau47DQ0NyCtDWl1dXV0lJSXqTToeEUZGRpC3c6vVY0tSUlKSkZHxiM/7umfPQEolDMOAt//w3HMvCd19ZPUNsjqS2pY0MaFWVvvwk3HvVt/A0zo29+w/RBcuwQDASvhWpvYMpEaNmntEJBTcm9dUmRSCFDD3V/Q86p+ijNzft6DU9juTAQA97DT8SeOZWrNQzwp8AiAAIAl0K1tCjZRubko1atQ89cAwDMPgFgYDACRi0b21jX7rqdt/eA71T2nqk7ly+X7xBMzwFphYsFDPiv0C/+A6d/cldiI/rEaNmqcd9IED+/ft2/vrkvbrvoMHD5ieMaGPDwUHXXoQasTn8efm5qanp+/ZCRaXw1UtQnp8UakRj8ebmZmZnp6en5t/2Im6O+5djSBn53k1atQ83czOzra1kCjkrv7enpttsJ+SkpyAMTSYGBsMDnwgatRL6b0cdDkvN6+pselW8/tvT1trW1xs3D3c+EiB7LYHw3BKckpebh4uD1dXW/ewE3V33LsaqceN1KhRA8Mwa3ZGJpXMzU7PzzFvMO7CXOiVEFMTkwenRgCAvNw8GIZLikvodDrSQlq8SAtZYqVUKhUKhUwmW9ydhfwJhuGc7JzFjsEUCoXqdqVSKZPJbuN06hEBUSOFQpGRliGTLu186xHnaVcjgQymzsn6poXkiYXuUWbXyJRAJGXzRXTGPABACcCsCEwKwYQQCB4bX9Vq1Px1QBDEmJmcZUx3tzdSultvsKH+nsCAi2ZnzjxQNbqWdC05Mbm9rZ2zwEmMTySRSDgsjkKmQBBEoVDycfksFmtycjImKiYlOaW5qVkmlclkspbmlrjYOHwxHgCQEJ9wLenaQP+AUqlElqPVEGtEIhGXw42Pi8/H5ROqCH9Vjt4jqp3IsbnYtNS03JzcW7m1fGR52tWoehxKbefF10/75A5iolq+tsqoaBwqbRvdZBpJZ87J5LIzISVfGYdvwfjbRJZwRWpF+lOwhWCK+3gPtD4ZjMwpRfep9oyo0dwsg9Ld2k/pHOrvmRgbHOrv6aN09lM6qUO9QRcvPWg1ys3JVSgU+BL8wsJCc1NzUkKSSCRSKpVCgbC2ppZQRUhOSgYA4LC4BfZCXW3dyPDIyPAIsZooEom6u7phGM7LyVMoFPm4fJFIVF9Xn5uTm5mRSaoniUSi8rLymuqaW7n6fXRYPItBCSuFQmF2ZvbjNa/haVcjIg3iSIFUDnpnQB4FnIruya/pF0jk7lltfpmNUpksD1u4XccqKjG1sKZ1hvuof5GPMtNs+UWCzDJXUN3HheRqXX84iCAI3y+xyJNfruCwuLfbEukOUakRuatldLiX3NVqY2Xe3d40NtzXR+74C9RIKpWmXEsRCAQlxSVsNruaUN3e1o78SSAQ1BBrqgnVsdGxQqEwOyt7bnaurrauq7NrlDpaWVEpFAphGBYKhCnJKRAE5eXmsVisxobG7KzsGmLNLHMWAMBgMCorKivLK2HlI12yI20jpVLZ0tzC5/PZbDY2F6tWo8cJIk1e2CfJap2/WDphkdj3vX1eWlUPAKBjgrf1XD5lSiyQyI7bXWxsbgcAiO9xzo4aAACIq+H8Ejb2lVuPbnAzdeoxm+3zxNA3IzkdS9UImtzi0pRVO/znA0TUiMWcGervpg73Hty/D4VC7fvlZ+ogZXS4b2SQ8qDVqKenJz4uPj0tnUqlikSi1GupOdk5iNM8hVwxMjxSgCtIT03Py8lLTkyur6vvpfRmZmTK5fKuzq6khKSuzi4ymRwVGdVL6a2rrSsvLZdKpSQSKTsrmz5Bl0PygvwCHBaHw+Ie8W2+kbYRDMPTU9M52Tl5OXnsefbDTtTd8bSrUQ0N4kphAAB1HhT1A6OEgfzafrkSRJVTL2EpCqXSL6dFw9A3vrT7/NWS/rF73PtSDQBAoYQu1vA3u9YJxbd0r6nmL6BmULTx0nhwYS+4H+UrokYcNqu7vWn79m2o62z9cQu5q5U2OvgX9NSpAU/5eqMnQ42INIg0Kq0d4MfXMl1zxzTOF+MbBjqoc4cvVQwzOEoIunw11dw90MjBPzIuTSjgP+z0Ph5Q56QV/ZziLm52EyutjpZYQU0jjojFkG8p9zv7UrFIOsSCKgf4pd0L2BZGSi09oZKaWj3E4Cyx26Gae2ZeqCQO8fEUbm4rO6NhJrlqJL58qGecWd7D+fh8b0hBB0sorx4Wlfcu4NrnsxtnkqtH4ytGqrom7qpQQ9SIPTfb2lQXHno5/mpUQlx0/NWosJDL7S0N49T++6RG/5Dl5T+gjHoyeAI6bgQWtizUM0+vGtXQoBGWYnxWWj4giCZyDl8iFTUOdQ5PpZR3Xr9EAYDivtQinx5KB+VGORJ0PG9XMPMb79GPzg1/blPMmBf4los22hVzeYK0DsEZrOhIPH93MGOj7/hH5/o+taloHVhiwwg190znhMgKK9BLF/8UPvfjxekv3UfetW4NxLVWkhc+de+LLupopXKtsRyTHPGvkfPbLk195T6ywYFy6nKlQn4Xs5lV40Z95PZJ2sjUxHWjjQz2df/JcSMkCv6Bw3PPvSRy9YQIRLXdysSlVbKqh5+MP2M8zaNzf/vnU61GdA5M5wLCkCy6TqwV1FrZPFzVNbHRLHqQNgPDMLaFHl7SG4prLmsdVzwB1Y+/hHE2aJsETXTQQAPEUUAYBXaJJPosx7d0YaNN0ewCv3pI0jqpbJqE62igdgwQRoEPtk+tRveXHrqoiCLqZIA6Glw7BmrHQFrrQiqhu7Bj/iM3ckxhe83gfHYXlzILGibgmjFAHAVVVKXLtVqhRHrnsUAQND/H5C7MD/R2Dg+Qb7CJscHgoMv3rkYwDACQ7tcS/ec10atvCpetUNuSJlq2YuH5l+f+ueyxtvllr88984LAw1cOACSFbmVPrNdUIg0iUqGKflFszYxzFnWrCz6XQJYp4NCSHrekWg5fYh+Y8PEBG1v3SLfogkmOek7dHcERwTM8MC8C8yIwLwRCCITgGqZnee4l7K8t8+cXRG0T4hmeckEM2CLAFgGeFGTWDrYPTj7shD9RkKdE7TQhX3b9RUjA8Iwon0TGtc1/5Nwdnt9GHGKTqFwRBOZEgC0Cc0Igg8Dl3Dqu6C7USKFQFBfgPN09Pd09PD1uNB8v7zPGZyzNzSfGhu5KjRQS2fwsb8/xkC9+uYjdsG1o5fvdqz/uXqW2W9jKjxiff8/Z+OPjbd9tXdjwmTg8RgmAUqG8pT2palRDg3hSGIZB7yzAUoDB1b5MYi8AoIO28KMLrp8hFXGY2hY+KVgCAECqUPfX3RFsoaJpQkGiAdIEqBtTdjPBhYymmTmBRwnnC4s8Nk/QOi5pm1Q00eGGcUAaA41TIKp8qGNQ3Ta6n1CmRDWDwh4GINGU9TRQPw4q+ngFJDK+c36DY0d0QStpeKF6gNvPAvUTcMM4XD0KBmdBYE4d727USCqVerqfNzUxtrGytLa0uMFsra3Mzc5YW1ncbdtIKYVmZzgvf2SNetXo+Xet/m+d9Utrf7N/r7ddts783+vM/r3ObNl68+dWYlAr9BB7/i0T1Aq9f60xXrb+twvu0JatN//XGmNVCKgVen97w/D/1potu5tA7sjWmr30rqkq0r+vxLz4zhnV49yb/d9a03+sxBCJZABBT4IplX/wzT2pPXVEmrxsQFrQuXClbNLm2uAmp3wckSKG4AtYSiS+DwBQ2z97wPpKTnFlPWVqhq2exXBHsIWgha5spIEmGqgaVbZOA5/0Ruo02y6P9aVDPWWM1Tkha59UNtJBHQ0QRmHiOBxWMtQ+OPWwE/5EQZkU1Q4IKUzQSFPWj4PqMVBC4WZWd6Y3sD48338pt4fYN18zyO+fA7XjMHEMLhsBnQzgm1nHv5uVsXK5nDE9IZOIljRIJinA5Vmam9FGB+5ajRic1Rvdnn1l99+Wffzssk9U9syyT//+rvE/1tv8Y53lM68b6dmnXcO2xWe3xGe3fK8ZlJDTsvHApWdWmvxjneWd2zNvGu85FRmX3fzdwcDEnNaEnBYbb+yzq8/8fe1dBHKH9s/11yNdfQbjlLF+m+czb5n+mQD/vtYCtdKE0DD44L6lR4snVY1qaNAUTzkvULSMQ+lt0hPhnWVNg23Ds3qhVfR5PiRVWvlFO3vZlhYlYzMjGYOlQEQHsHrl5h/AFsLd06B9CjRPgvoJMMgBnulNPkWT+xOn3zvXvs2l5lrNxBgPMCdpC7RGJq2TMd5cQiD0jow/7IQ/UVDooroh4eA8aJ4CLXTQNgPqR8QOyR2nMljfB458da7u5KXatnHRLE/MGmtZoHVM0TqnxxsjcouF4rubxcCcmeJxF0aH+8dHh26wKfrYpYCLpsZ37acOUaNVGz1Qf3svMzVmaIB83Xp+2rPzmf8cemG9zQvrLFArDM8HFUan1uLKuqKu1Xyxyzslp0XfJhn1D50X11uiXjNEvY5BvWmMetXghXUWL6yzQC3XR71p9OJ6yxfXW6LeNEYt139+rcWL6y3/vtrk72tMCQ0DX+z2yS7ssHDNMnNJdw7APrPC4G+rz6CW6//zHbMX37NEvY5BLddHLdf/x9tmL75niXrDCPWq/ovrLVGvY1CvGT6zygT1qv5za86gluujXjNEbnx+rfmzq8+gluv/613zv79tumbjOf/IUtQKgxfet3pmpfEbXzgs/9j2+bXmL663/PtbpkhEyIEqqUjKb2PPrzV/ZqUxoa7vwX1LjxZPqhoRaVBJnxDXORdUOmGR1LfFPrewob9tcCquoBEAoIDheSoJzFSBuQYwUw8mCWCqCp6uBoq76Mp4CmELFX1zoI8FyExQNQL8KkVupRz9AqF/yVRYAeUfWjlfmJdV1LfDjFow3wCY9WC6CtAqxcOZEO8utj1Vc3vIdFEDVUTjgp5Z0DENIuuggAqBdbHgWAojk0TX9K995kC6ZUglm9YB5urBfBOYrgOTVdyBfAWjEdzxJG/V6teezubenvYbbHiAHHRPfuoQNVr57XnUsxu62psWx6ijcwL1f/sRNXphnQXqTeOvf74Qn0lCLddD/UfXwTuvsLLnmHEs6lX9M85pe0+F7zkW6uiHfX6tBWqVsZ1Pzq6jwaj/Gj7zhtGOo5cdfPOeW3PmudVnln9i6+CT29o9vuLTs85++dGpte6BRQf1IlHLdD/c7uEckL9sg/Xf3zTSNok9549zCyxY/6Mb6j+nfz4ZauORjXrV4Lhl/FHTq5sPXHTyx335s4/DhTxDh2uf7fFyuZj/8oe2n+3xdg7AvbDOAvWGkdMF3CCVsenXgOeW63+//6KVe9byT2z/+Y7Zs6uM12w853G5aPlHth9ouDv45rldKvjlZBjqNYM/FCS1Gj05alRLFdcNczJIDO/80Z88Sisbh+r7p781S2juHQN8MqCXDTXmFWWEsvorxRPVImqBmBwmpRc/7IQ/0swJQAZpOqZ85Gr5SAB+CpMvtq2SBVTOcfhSAIB/Rushh/jRpmxWb3lFZji9vVhCq5aMlUkG04V9oQox82En/wmhb0pc2MbKqR+PrqCGlY7Z5/PMisTnyoWNI3wAQN8YY58b/mJktGCksL0ytSI3SjhWIxqrkI7mi7sD5fOdfxg+wg1+6m6we57hrZRCLESN/vVpcWGuqanp8ePHjx8/npmZYWCAQf37wP/UaKXx9/sDruU2of5riHpFzzWg4Gp6vUdQ0TGTqyetErhcyYWwMl3T2L+9aWznnXv5amU6rnXL/oBPfnQPTay+crXKwSfvudUmFyPLTZ3TSW3UN750cPEvKKmmZBa0o/6j+95mt7gMkndoSURizbOvY0qqeq9mkMxcM177wGqPVlBcRn1EUo21W9aeY8EiERQaTzxtdnXdt06UgWnnAJzF+cxcfOeHWz0CYyouRJT6hpSiXsecOZfe2j3++S7vv68w/OhH996h6e/2+z/zX8wbn9uHxBFMnFIvRpS/v/V8B2XCL7wsMLryl+Mhz71hdCdqVF3X/yC/pkeJJ1WNamjQCFtBZcnK+0ThtbxDQQ251b1KGCTXjTuEJStHkiqyQta99canH66P8bOO8bOO8DZpynOXdvsp+aMPO+2PLgyesnpQWtIrKuoTpXVJgxsgo7juyTkB8leJUDY7iB9vSN63Y8vbq9+44GQUH2Af5G6MTzwPBiOk04+6s+THBcqkqJTMqx8TF/aKc3rEsY0yn1JBeAkVvt7VLJxug4ZT4oNdl730/L6dm+Mvno30tYz1Nx8o95b3h8KyO9qA7sGp0SyDs+pbd9RzH9YRKwYHB3t7e3t7e2dnZ48dO7lYjZ5ZZfLZLu+r6XWol0+j/qPr7J+/62jIVq1A33A86g3jwrKeZ1eZoJYboFYY1DQMJ2Y3JGU3bjl48eNvnS+E4cOTiNnFbaiVxqTmURRKO+Ia8eUPrV388rdpXT5uGW9ol7x+y3kmi+8bUhyVUvP3t81e+cjmYkQpxi71pVcNLM5nd/bSAyPLHC7kopYbFFdQXv7QFvWKHurl00YOaYFRlRm4NtSrBqu/cPQJKbkUXV7TPIxapvv+No+MwhbU3478a60F6sUTEck1X/zkg1ph8MlO7wpiPwqFJjYN/uMd08Coyje/cLR0zzRzy0D95/SL69Vto0U8qWpEpMmrqbLKPm5cPcM5Z2zneXwGgQwAaB0THnKNlvTFTveWB3qY2Rkf7K2MojcmjRPDOV0J4mYbyWTZw077o8s0V1lFhfEjoGgY5PeDMiqwiWtkLPABADAAPCFPNFYqGinKib9gbaxdk3N5sjlhlBjBaI6C+kKk1HT1WuP7Qg9dVEAR19JByRAoGAIFgyC1mR9b0glB1ycpLLQqhlP7GvMcLY75O50aJyVN1MfRasJElARhgynEo95JLA9UjVZ+64569v2udtLiGLV0jqP+7+Bz688+t87qb2utUKvNfKOresfnPt514aUN1vXdE9eKOvabXG0kT4ak1veOz325PwC10hS1yvSwRdLl5FrXYPzbm90+2uLuG10VkkrqHZ/7ct8lA+dMn+jK3vG5kNR6Ug89LI101DqZ1ENfr+HtfLnEIwSPcctCrTyjY5NyPqi4mzq7Qzdiwyb3iwnE80HF206E6theG6Szd+pGoN488+xaS9Rq044hhql7Lupl/TXfuXlFVvjHEYanONuPR/xnraV7SLlnRPnLXzh+tNO3b3zeL4aAevPMSx/aOgUWe0dVWnjiNuzx6RphugbjrXyxFc0j/95wFvW2+XPrrG5lf1triVp5pqpp5L5/Qo8oT6oaEcagBTGsVIA+BpzTAx+LpOBq+haEkENGX3xBqXwgWjHT1V+bFu1vMV4XLx7MFVLi5YMJknpzCb30Yaf90WWMpagbkTSOywjDsqJeSfGgzCSyZpLFQ/7K4fM4w8UKOmG+pzAt1LmzNFQ0kC2mJEspV2VdF8XDqQ838U8MnTRhbgenY0pWS5VUDMkKB2QxJFZIfpvs+sZxEKNGMZgKTbaRCiPjA6043Zmivkxx71Vl/1VBrRHEu6PS7YH21K3e6I564etvv/kevXPn4Z070Tt3onfu/OCNVa+vPLJqnemqtcYr1xq9+a7RseOBevrB3//gtP4Tc0NMiK7elS82njU0DDE3j9TTD9660+X11QYr1xr/583TuqcvW1hEffW93cvLT2zRcDYzi9DTD/7+h3Mr1uhbWkbr6Qebm0caYkJOnAr68js7DCZ03Yfm739mYWERdfJU0OtrDA4fCbCwjDYwDPnwC6uXl5/YtsvVwjJ6z16Pn3/1Oq13Zc9ej9dXG6xca7RqnbHGbrdXV+mvXGe8/I3TX3531tw88rTelT0/e65YcfKDz6ysLKPXf2z+3RYnPf3gY8cDV641WrFKf93HZlaW0avWGn+x8ay+QfARnYvfbLY3Mgp972OLN97BrFprfCtb+a7Rqyv1akuaYDb7CTDlPBvcfm/DJ1WN2mfkxCFpaQ83jjjtjR06HlTZRKY19c/ohxAnJvvAYDA+2W/1myu++HBthDcm0uNkqOvRhnQ7WYu9fK7jYaf90YU0MJtY3pVFJKdUkSNLe4ILumwiy9ic33aJFosknJHc/vKw3du+e3vlq552R2O8DILOaWMjMHDPBelEobpldF+gTAoiiijZNT1ZRHJCRU94SbdnelNiWbvi+noOyWwTp+NKtJ/tC8//c/+u72J8MRHnj0d5HO8vcpa3uyhEd7RX2wNtG63+xgm1+syKFYdbXlzR++LL5BdfIb/4yuiKVZOrN9BXvf+brX6//5W3KcvWjL6+jrbyPcqyNX3/eWv09XWUZWsQo/533eTqDfTV79NXvd/38luUZWvG3lg/uWbD8Iq1yAWjr6+bWPme6nrKsjV9L7+NhEBb+R5y0P/K25OrNwwufwe5YPyN9ZNrNgyteJeybM3wirWqA1XCBpe/M7HyPfrq9ydXb6D+97fEDL+2dnLNBzeHjFw29sZ6yrI1tDffQw4GXnkbuZG28j0k8be3uXUfL7z/6eNvn7HXvAc1Nt/um3tS1UiuBFwxzBYq2HzZPE8yzxVCcoVEJhOJIQAANImdrHYM9zVzMDzQh/efqrtEr/RiEB2lAzEPO+GPNHyJjMEWMBb4jAU+c0HAYPPZPNFiX5ziKQK31R+X5GpvfLAuw22KdGms0nOyzk/U6aXk31EHkZo/RCZXsjgiJpvPXBDMLAiYbD6TzRcv2qNaBsm55CuDle7utscDzh6j1V6ZIPrTCT4soo1i6k6b/g9UjV791Bb1mvHK1QZzq96XrF7Lee2thVfXcFasWXh11cKrK9W22NjLV86/8ubjbuwVq+dfehWqI93um3tS1ej2yKXzipGrgBrJbwuEOi+B3ktwl6e8LxgW0h520h5zFCLFeBoYDpKQw6SdgYreANDjLu/2lk1Xw8r74w1QIBDw+erVyn8AxB8GQ2FgJIbb5K8kB8LkAGWXh3w4/g6nMIAHpkYKCTTH5H73q99bm9y2bLJjrn6fv/Jd8436+3+01dpipbbFprnFcv+3pp2ZpVA3BeomP67WQ5G1dix8+s38i6/KakkwAMpb8aR6BvpD5GKWdKIYovhIyL6irvOS0Qy5QO3A5j4AK8QQoxIaipSRvWTdXqLBSIhNvl+BLyxwMtLTQoJD29raO9o7Hi9ra23v6+tT/qF/lPuEnD8uG02HyF7iHl9xt5d0slQhvYu9EB+QGiEmFkrEUoVodIL9zgfs/77F6hlkQYAllKvtZhMpgBw83gbJ4YWvN88//4qYUCcHAJJAS9rTq0YIsIwHy3lKiKue7nWfUYiVEBeGeDB8F+v/b8/83HwBDtfeWEsoK8FlZ+bnZD1ehsvKCA0JFYlE9ytD/hgYVkIcWM6D5by7vfUBqtH1HSXAHIv9zgfs194Co+plFbdELpXDj3npBEulnK82zT//ClTfcLvrns6euoeOUgkXFhS1trbR6ZMP2iYm6EzmLAz/RVXyB4RSqcQXl1SX46eo/dOjA0zaMGN86DEy5vgQkzacmZrKFwgedl7eEQ9UjZCxRiWDiaiRYviuJzGLRKLJycnxsXEO5077Hu8WPp8/PT0tk8mmpqampqboE3SxSMxgMO4tRoVCQZ+gi8Xiu71x8d6v4+PjNNpvownz8/MjwyNi0V0H+NcDS9Rq9KiiVMJ1NbXJ8XHp15IzUq49cLuWHBYSyuM99mMtCwucwvyCVhKxvLgwNyMNm5XxeFluRlpoSOg9lEcPhUdcjWaZs2GhYdlZ2dWEaibjgbj5mJqcio2ObWtti4mKibsaFxEe0UBqqK2pzcvJu4fQZDJZUkJSU2PTH1/6exA1gmG4u6u7FF9aWlLa39c/NTlVXlaem51bQ6x5cHp8v7h3NVK4ujaQGv+a3m3FXOdFzKljhqd9/HLlkj++/h6QMTp8Th5FY7yG5x4Jp6gwDBMJ1QR80eRIP22IQht84EYf6Uu7lsxmLyyRmvluVzPb6AYmAKA9zf2QXcjIXffo3Br+SKzHMZ0j2keMHAtHbuyeks/1xpPuepYdj8fLysyMjo7p7u4h91AeL+vu7hkeHoaX+mXJp0l2Z+xSungAgJoEF03nxJn7M+cDAFhYGW2kc0T7yDHDkLqbNpqS0pNq2ueX+uk94moEAKgor2DMMDo6OlqaWwAASqVScL3dCUEQn88XCARIOSaVSpFKgEgkgmFYoVAIhUIIgsRisUQiUSqVSPepQqEQCoSq8MVicWFB4cjICIfDKcOXzUzPsNlsHo+Xl5sn4AuQWKRSKQCAz+crFAoAgFwuFwr/F8Li6TZSqbSluaWB1AAAkEgkfD7/DvtsIQmEpC0vJ08ikYgEovLS8oryiv7efgBAWWnZwMDAPeTeX8m9qxHTxORK0OXu7p7BgcH7bn29fVNT/9tfgBDgl1TZwyAXnPOJn+PwugiRRmcvpGdimwfpEsFMY3EjldpfXFDS2jcPAOCNNuNwuOru31ZLzI+1F+Bw5Z3joll6Y0UpnkjoHRioL26d/f1PSykTdOWleB7VimyZQjqrZDM9WCyutauroaVtXg4AbxiHxTa3d7d1d/T2dDeUkanUNiy2kjoLAQCobeU4XGHPhAAAIGOQf7uxtZ0lBVLWQDEOV1BDESsBkLPrcEFGdpdycrHt1DkAwFhHBQ5X0E37XbeMUCiqIVTXlJeMDZCHKZ1/jY32dacmJy0sLFWBgjhxZzS+xSQv8KbMD/xoeYkgA4A93IDD4WopcwCAscaG1sYRclclNr+VCwOgYFUXY6vqmlrbW/pmJACI2on5uPyqCfZSdReFeHqsL83DNLy8QyjnNRILsdiyiTkIAKBYoJbj0rI7pwAAABYNdbSQSC2F+ThSxx9PJKCaLdEAACAASURBVIEgaPEn9GQASxmXT23abJu3MD+os2fr+QSyhNWPw+GKGpBiWjpcW9fROtLVVl6A74eBlEIqLiwldHa1tQ0xAADjnRU4XEHX+JJ9gIqF6cGyK86XEtPHORAAnNoKHBZbzeADADitZenxNX0SGAAAGIOt9fVdFaVYfHWfDAC5HGLNzgj53OGB7tHh3htskjZyJTDo4apReVl50KWgkuISGIZFIlF7e3txYTGDwQAApKWmYfOwBfkFfD6fy+XWEGsqKyo5HA6hipCWmlZbU1uKL6XRaCHBIfV19Z0dnQnxCRKJpL2tvaSoZHZ2FgAwPjaek50THhrO4/EAANhcLCIt7Hl2eGh4TnbOzPTM2NhYdGQ0qZ6UlZHFYrEEAkFjQyO+BM9mswEAA/0D+bj8gf4BhULB5XDLSsvCQsK6u7r5fH5MdExhfmENseZOHlPVNhoYGMjJysnJypmanKqvqyf3kAEAFeUVw8PD95B7fyX3rkYsE+MrgUH4EnxlReV9N3wJvqe7RxU7tTTV1dLS3T2KPC0FUkZeMOa77ZpmlnaptWThXG/A3oNb9+zFmLun4sfmR1vdHM86OjpaOPqQxgQAgAFciLGjo7mtV3NTvv6GTVt/PWppedLoF+PUtsnfF42yjrqy4uKOjOgiBgTkrH6/8/a2tmYGP3yzTf/SGGs8Lui8+Vlr091btuk4FOdjz3y9c4fOCVvbgLphLrm9wMrC3NHRwikwsau/P9jb8aytueGP32w94TUiAAJSipmjo5Gebc3ADJDQ4ryPf7dD2/qsXU7zyEBHmY2VuaOjhb1/FGX2f8lhs9n5ubmdjbXjg5RhSie1r3v0wdv4IDntWvLSagSkrbnOp+zCY3zsHKOuteRROfQWJzsbR0dHS+eAZrqoMT5k5wc/ap05Y+uYOi2dw6dcMbGwsD+yY+P32gVkBgmfaG5h7Wht5nW1iH6L0RByVkgTi0XJSNIzOGNre8bIO2uCDUH0Om8btPblGgAAUC5gvQy+3vyLiam5+bnw9vk/aJR3dXYlJSbd/prHDwWvJt3xpG3oVX9Hx8i8ruSi6BAPO0dHMyuH/M4ZAATEQO/dH285am7h6FlQik+1sDQ7hzmw9dOt/sX9I13lttZWjo6Wdn4x5Nmlc49RnlTcRgZA3BIRoosxt7U8YxFcyeJNpV48udU+bUEGAwB6Mrx++HrrCXMb8zMuhaMSAJQDfeTiwsKczPTcrMzcrMzc7EzVQT42193tvKnJXe8ocR/VqKqyanBgsK6ujj3PRnrVKsor0lLTAACdHZ3lZeWsWRYAgEQipaak5ubkEqoIMAxHhEXQJ36r9BTkF1BHqNWEahaLNUodvRp7tRRfmpOVAwDISM8AAJQUl7BYLABAAa4AkaXZ2Vl8MR4AkJ2ZjfxLrCYiofX09CTEJRQXFeOwOABAU2MTsZoYGx2rVCrLy8qnpqYGBwZbW1pFIhGxmkisJt5h/5OqbZSdkQ0AUMgVJUUlhCpCL6UXAFBRXjE0NHQPufdXcu9qJLSzm5j4a+Y6Q3IZv7+OUJEZhvFKZQgAgAeu5A0CAIBQKAJgob4uLvk3r3G9WWff/faIq6ur8dH9LqlkpVxcEWNn6+qKOXSmjT1TVlTfUDlREY8dGUjLbOj/fZecKNX7111augf26RAYAGoOtk/pAgBM5l3wK2PBfUlWkRUAAEl9pGtiEwCgN+EatgWpeksTXbW//MXE1dXu6DHT8ItuPnlkAAAD5+eDHQJA1pLlZePiaq51LKlxFAAA+J0hBWMAAAWPFeOC/uJnY1dX+6PokykN7MWp4fH4hVhsG4lIH+nraia11hNbSQ/W2htqY6Mil1YjWEwqCEupqCsqKCaSWsiFo9Ri+3c2HnN1dTXU3u+VNwwAwHqF9CG9RjPVroGRswAAZplXSK5YPOdmsPunE/auTib7jts00363GYeQ0XKteBgAQE64Ut2Y7+8V0ScGAADshXhi9xQAACgHI7J/20aM3dSTnVEJACDV5hbctlzq6SFjM9NiIiKzMjJzsrLvo11LSp6gTdwu7geKYqEcG5FR0YArIdQ3UeqcLTftPuDk4mqrt08/4De/8hmel8cBAIATF+xeyQEA0MP8AykcUBJw9LOfTFxd7Y+ijyWTZn8XrGQwGdcKAGAUxmTWkOH5VjfXaOS3neIe3T4FA8CLzWpA1s1KZzi4kGQpACxKTmyHDMBy53PntDS1juscR+yYzrHrB8eP6xzXPqztcNaWfpc7kd8vNZLJZJkZmbRxWltbW3VVNYvFSr2WWk2oRopmAV9QW1ObnZXN5XC7uroyMzKJ1UTGDGN6ajotJU0h/62EmJubCwsNq6qsAgCMjIykXEupJlRTqVSFQpGPzWez2elp6aPUUYlEkpSQNDk5CQAYHh5OT0mXSqVpKWnzc/NpqWnTU9NIaP39/akpqdWE6vGxcQiC6uvqa2tqI8Ii5ufn6+vq+/v7SfWkUnwpBEH0CXp5WTm+BH8nT6pSo3xs/uzsLGOaUVFeQaontTS3zM7OluJLRx/5GYmPwywGJfWCqX1YTC4288rZkGK2CABxt7OlZ3yop77epQoyOcrY6aytexquhCkFc+MEOytzLy8v34Cwsv45CXvQzcra28vLaP8eO2/nk6bWQdHEMMeg/HQPt0DsohEiSWtW4Emd8wQyOT/orIFF8lBvrYe3b1JSsp+5tguWCs91ePn4RiQmXz573DaBwOhrdjpodD4wGFfdJgJQT12qpamtl5e3X0RmZyvBy8c3MSnZ30L7XFYfkE9dOu/g4u5ljf7J3DOTB4CU3XD2jGdCsAfGJOxaYYq9tZ2Xl7dfWFo348Y9k3g8fnF+fkVxQQEuPzsrOy8n94FaTnYOLg8rkSw1OCAav6S3Uze0ii0RpDlaWJ9No1KJjtYWXl5evpeia4cneotyTPYZXElNru+fAeLxuDA/n7DkBK8zhp5X2QppTV6QpeU5Ly9f/6TiacHvJqEKGR3+9t4JCcH2x707B4eKcqMuBsYlJERd8EhmTPBmeuoi/C1/PuaUkFU5z5O0xASfsY1iMfp8MCfd84eWHN+DYbizo7O0AEft6xrobutqrr9f1tlU39vRnJoQ39nZ9ae/6XtEyaG4H99lEt/MEXKSrKwtTN1dztt7nPfyvnAxrWkCACEpOcH0gEloSlLrKB2fG+XkH5kU7omxdGplg9H2NCszay8vb7/QlK6Z379l6ViMp1/k1QjnU2ezCXSgYKYlBQVdSUhIDA/yyR7r7suNdfvliPmVqNzBaSGjLh9zxGWAMZPrclIvuIInh+njVOrI0Bh1eGx0eIx63a4fj49RR0cGR/rJVx6GGs3MzKQkpxCJxFHqaFZmFgRBo9TRnOycttY2AEBtTW1hfmF2ZjaXy1UoFG1tbTnZOaPU0ZamlsSEROrIbwOWMAwTq4kymQwAoFAo+vv7c7JyOjo6AACcBQ4Oi0tPS29saKRSqUkJSciQD5FAvJZ0jTZOI1QRcrNz09PSa4m1SGgKhYJCpuRk5ZB7yDAMMxnMkuKSjPSM+vp6hUJRU12TmZ6Jw+Kmp6dLikvycfllpXfkoFk1p47D4WDzsDgsjs/jKxSK+vr6lOSU/r7+v2wF2z3zOKgREDVlx3l4uP9/e2ca1NaV5XGml+qumZ6emvnSVVPlXtJJV7d7qibpmvR00u1OPI7tpOOE2CAWAcbYxgiz2BjMKhCbxL7YYFYZBGbfF9sYI3axmUWSQQKBEItW0Ir2/cwHOdgGbCcxIIj51fnweDxdru59vP+75557LiY6o59hmWNXDxNuRkfHdlD5Kj45Lz4uPj42Mfv2ogoADOP30rBYLDYxo3VaDAATjblYLDYhMTEuJhYbH1dDHL5bX9v1sKOhqmfl6QywcrT4Jja5aFwkmSq5GZ9WNCmFNWpjREREwLmjYbWTAKBkPIyKiAj2OBpU2jk3dD8ZFx8XE5NT/XANAHSc+wQcFovFZpfRZKCYbI6IiLh27uPQagoAzHZXJmCxuMTEjKx2EQDAWndOCiY6sX9OCSBuL8VhsVjszdIxwRYLbuRyec6t3OVla6+3VS5VpyRk3Lm/siZqS4mLI7QJlDrKvVQsFotNudU1tzhaUxiPw8ZgME0jLAAA8eRNbET4xRPusdlsPYCYUpKFw2Kx2OKWZeXGstmPajGY6LL+OQAwLPfcSsRgMNE1fVMAwOprxMbE4bCxmPQKnkjJ6L4dn9O4xJqpjseWd5K3XKBkMplI/aSOuy0LM4/n6VTG4/FtsbmpiXk6dXmO3lRTRXnGh7zLGKWMO7iEm7VdIgmvBRcXV90z2lWchMVisQmEYQ6ArKPohqUj2mliMEvq8+MifJzd/K/0rQAYBF/fbCWj/I2Np2b1xmOiM+v6LP2jmmvLiMdgMNEt4/Mi1viN6FgcNj46Pmt0fm1tqjk+7TZlntWdnZxbcVekB6VMJBatSMSrW5pMIhLw2LN0akZqslU8dW8Iz0Z471P2hRpZB/Z4k5eXl8uVaDpvDQAUs0Q/Ly+kZ+jA9OrLP8gjt3p5eSH9oqbYstevhiWe5/XL2VVk07gw1Hlnz8ouqsYaIYqDA4N362sKc3LuEAjlpaWvbwV5eZ0P7vFYjIbqSiuq0bfDuFKaGe7l7ppc2ra2c5sVm4zC1ZUVAXd1hfe18Z855olWBTzO0oEa7TQHavR9xqhTSySSNc2TDjYZNBKJRKZ89cP1yQfVe31cvIOY9GsyiWTNmitmSCRS+4N2rW57GBkZbayq5C8wGveRGpmNSrlMIpVvVxD4lhiNRpFwgxrxNqgRl734HdUIzABgEjxRI5Ng5ZX1eWPZ0V7eNaTv/03003/Xkw7U6IADXgCFQm2qqdpnarQrmEymnVIjhUav0euNZt0iR/zWYfEvfq24gFIGBB/Ylib3D1JcvW71aryOKfwDJW//l/jnv3iSp06r39Le9Dx1B7zhkMkUixrtJ0/drmA0GkU75qkzGo0mMxjYXNF//Kfoxz9ftfnRqs0PvoOJbX4ks/npqs0PxDY/ltn8ZPMFin/6Z+UPf6b8wb+ofvgz6VYX7H0TWrsC2/MtfvJvQpufaIndJgCT0bS17Rc10mpEM4+WwcRvvZWUmHpnhrdz/vJXYmAwxru3Xmm4n+DOLwgWZUbRZEkcNjkpIT6tgLS8rfNYKs694lhsYnJCBn6ArdvwS41wpomy5f4dxvm58U7WNuaEeBnramStsZFMxGNOcABAzhoriMMlJyXEZRaNr2yfe8asGW5OiU9ISkhMq6Ns2mdPxW4ZY6xt7ByAnfbUmc0AYJbLVTFYVThGFRnzbU0dFaePTRBfD6efvaCPxa0EBDM8LuljE7TR2Gcuix2ytb9/5NiDj4/f/evHNLfzz5WAidPHJhjjE/WxCeqoOH0szhCfqIvFaTBx36E+O2fyMIwSHaOKjNFg4vWxOH0sToOJt3qtvrWhY5TBEcZ51svu1f3iqWN15xc3M8Ak6sGnuv35f5LaJnVP5n00PA5HIlfK5TKVAQAMqzyuUCpXqOSyNZl4Ra7Xq3lcvlShBwCTWszhcMQKyxSRlr/+QT2AUbPK43AFEqMZ9MqFhubWrmEmb0WoMwEAmNUSDocjevJBI+VB2w08cX+kG3sRck5raTaJoTDJmK3Z6M8Ql5Ny6skCrVYhlcqUQgFHIFKbDUqZVCGTCDi8Va3B0txGsYDD4YmNZgAAnUIqEal1WhmHs6LSbZp406yQmgtDkZ+hkkvoUp1UxONwVvSW9tQpFqdI9WRLSKFRuSaTyeQ8LleypgUw0TvbM/LbN8Xo7QhWViOjbrT5Zm03HwCUXHpD5vVPHXwyi5sn2atSqUoi5HJ4UhOAWaeQSVVSMZ/De3JDKiV8Dkeg1gMAGLUK0apcr1dxuXyZYpOwmLWTPaXxlxAegRHts2IAs3iVy+FaFkHoJayx6qFphQEAQKOQymTKVQFHIFTCjnrqvlaj10Gg1dYTO8ta76YW4lt6+wiNTRlFxfXEzqHn0+SUNDc/Xl6eEQgeLy/ztc+9bHGUytoOYkNnV0NXN1elIo6O1bQ/bB8Z2bac89vE+ovJGkBzT29Lb9++fxF+EftEjbT3EwhTYhUASFdmehs6W5p651c0YFzrLEu2s7fztP38xOnLvWwdrR3vjDhz4fRnn512zyu7Hfqxk8sFV9vTlwqaWQoJpzDxurc3KjCtRiiTkmrS7O3tPb/6/LitZ8eCEea7gwNQHq4BHWPzrIfJ7/7pTx8etb14PW5ODQopqzA52NvbOyCpnK80AQAIqA0VRY/3eq7ClyGenq65US988tPCjfJ+S3AGuSzi5JHPbZ3skRcS24faws6c+sTeFmFrn9JKB4Nmpq/yCgrlfeFqHYmpNgKjtdDxPTtXXzcE4nonfevmYNZnj8n1stE2d6fTCIRDaH7PmtqsZt7zO/ePC4VjAAAmYXXU+SPHTp/+6syl0NsLagDpdFNF4Zh4y/K2Get66gxKcQOuZOnpk5mRWTEAALIxvNPRz/7hZIs4daGSptIymy9+euqEgy3C1hXft7zIHIwO9PRGXcqsJUl1IKHd9z5i53TR/csznkV3tw5OE3aVt1OnAYD7oMLZ4TTijAumiqbSLNwK+uIEptryljVICDv2d1tbJ3tn9+jBVQOAaec8da+vRpZcc1wOd3hoWKVSWZbBKhQKS8YEHo9Ho9EnH0/m5xUwmfMsFksm2xgHq9Vq2ctsQhFhhb+i1WqHh4dbmlrYy+xvuCh111hf/drc2CzgC7gcbktTy36PstuafaJGCyVxjSqxAQBGSy98cu66xzFE9aQSOK3X0irlAMsNOP/Mbg1vODY9h2kCeX+OX0SRCGC+ujA4rsDysvOoNOD3f3eLjsa42Z1GY7HY/BopAKc50TexSQmgHCmPjMUEerilVPQCaCvrmkjTT15KxsuDfvc3l+jo6LNfHg2poAMAqKeLayq6rbdy//VZoHXXpn8d32KcTi0mihUAAJrlhezQyOk1WBwiFFCMI5lxhMFlEPUmtpKNQrqH/XFnn6joq45H3KJmJQAAd6MjEqu22OteK2P2UvgAQKm62UtpzwxN6WAYAeRZUTlEmgAA1Py+BMIjy8XcrrbU1NsqvfJ+653GeQCYL60tb9uVBebWVSOVfJIQ2/Z08xoNNYXQqzECgLks9PqDJb15rg53nwEArdGRVRQx8LtyGh9g/B2POgZER/qctD3bMqUBgElCXhCubIuoUD23b3zeCCB4gG8YemyWUrFXUwc5ALCaHJ49xtUBMJLwnTINAICaNZcRFjsjh7l+wq0hOYB5kxrtobGRSCgidhB7e3pJ/SRL1oPuru7hoWFLySWEktaWVmIHsburm9hBbGluKS0p3VyIwWBYT8g9PT3d39evUWsa6htes27by9PMQFU1AGAwGGqraw/UyIpoWxMI9DWtcoUcfz0sl1BenIMOTiauMjrQSbdIU7MDd6Kv4TsNwqnktJTW0VlqU3pgajFXKWmPL7pTeZ+1zNGaYW4Q73zWH4vFJqXf7u6ojEvP6ZucHSqLuZpz1wTyWnxiaCg2ytPlenK12qypLC2ubh2uv5l9o+bxIq3S9awfFotNSs3rnloBAOBTaioKyft5bCSanqrOrJMCmLVry+QGH3Ru7yhLojFLJydvXC9Y0WpGymMxdeS68Lx2xqp2psY/vZIv5mTFBfkHYLAJyRmVvUo9qMT82/7prSNjSwLxhkfh2mInOqxoZmYk+1J076PB4kpCS+8MgzFZllDOmFlVifmPiPjLmLKZeY5GZ5yquXvrZotOy8GnxxaOyUExV1+RP7q7YyOreOr0SnEdlrBkAgAwqKQLjyovRxY8orHFwpUC/0yyQivsuuGfR1SqlKUB6d1smYZcHppZdOsmztM7DItNTM1vXJTojUpJQ1R+aV0ba5mr3bD6QP04Hp09MkWuCkaXtDLMqtmbt/Htg7OMWUo5tnqOIWBNNfqg8wbG5qUqg3CCnB5aINRq+oqj0Q0Mndks2cOeOrlcPjk5SafT6+vqGxsa6XQ6jUa7XXjbMgbarCgNdVtojEajqaupMxlNAECj0Xp7epUKZVNj02vWbXtZV6O6mjqDwaDVaOtr6w/UyJowuwrKiTPUkiQ7R6/qJflCVbqD3YWyKYVkou7KZR8fh7+cy2jVA0im2kKv+Pg5HjmbSKAM3wuwd3BwcPQOT2RpwWwW1t3wQqFQqCvh9Qy5hNx41cfHF/HB2dQmvdk000YI8ER5nXd3RqYytKa5e3h3J6eL13IZaxozSFqyUSgUCuUfXkGVABgpD+6l4zv2+bwRu5lwa2heblgkxTo72tk7OF0Kv8/SSQfyEK5BXY9pzcGeXp6oc+d9YqoG5pvyziOciFyQ0+rCfL1QKNTlvPsqAFpTDtLO3sHJCZ3bsMEPYjYZR6sTnJ0d0QVdehNIyGX+7s7Ozo7xpUQwAa0p96wjws7e0dkvhcVfGykNQ/imz9Ae4RCIuJo+ct9AZsGDXZ43sk5MnVE30nijpmsVAMSTHaFODnb2CKeA5Lvt9X4XLxV2T43dCLuAiqTSxkJRZ7H1Q7TydA8X3wdDpJzISygUChVbMKMEObXF2x7h4ODojU6b37hHgYnTX+rm7OQZXbSsMAHA4kCel4uzs7NjZtMIl9Id4OxgZ49wcrtGnBSv9uUgXIN6J2kVPsjL8Xi+DuSSveupW2dsdIz8dUqnu613JRIJAJQQSoYGh6gUKoVCoVKoA6SBUsIWYyN4RqUYDMYAacCgN9RU12xX3baFdTWqLKu0nKksrzxQI2ui1YgYg1uEYBnYw1HBgRfPulX3TesAQMZIxQReOeeW09ijeGl/GbmPokMCPd3citsnNN+uZw0zjNGuhV3cT3pHMPOZCzzGVpseWZv52VHi/C7N1Fo9wntNxJsf5+7+330lZtPmCO+NY6O9oEbDQ8OW3HRMJjPrZpZli6Opqamuzi6LE8/ix6NN0TZ8kMvhNtQ3ZN3Iam1p5XF5TY1NuTm57Q/aZxl7a4OGp7vtUSj3Wu/da703+XjS2pXaGfaLGr0YVW8nsXN4jr9qiQlWjfR31Tb1coSveLc2rnF6iR2dQ7P67+NLxnZhMBgsL5sWhELhN9wibL9g9Qjvb4VIJFo/VqlUQqHwJRe/Jns8pm4dUj/JsqGqVCrlsDlms1kmk42PjS8uLM5Mz6jV6onxCbPZPDI8siZ7btmAQqFgzjE5HA6TyVQoFDweb2lxyfqpIzfxbGYg1jxrgbVgzdrsKPtLjXp6erKysgoLCzMyMrKzswsKCnLyCiy/+vuRv1VUVJAGhwGgoCDvTglBIpH09Hyj/awOaGxszMnJyc/Pz8jIyM3NzcvLKykpAQCNRnP48OH+/n5LS/r7+5NIJCaTaclz/D3A6mOjzczOzmZmZuLx+IyMjPUDy1PS29vb399/bGyMyWSOjIz4+voCQFtb205UY6vVr3txbMScY7KeX8UyNTnFZrMNBsP4+Lh8TT7LmOWwOXw+nza5cXi0L/ge5Kn7puwvNeru7vbx8Tl8+HBaWpqHh8e7776bnZ2tVqsbGhri4+OJRGJ/f39BQUFaWlpOTk5WVtbg4OCrCzVq5Ar1em8r12QvSESnkysVuu9pjrr6+noEAvHBBx+kpaV9/vnnx44dIxAIAFBaWpqSkjI8PNzQ0FBbW4tGo6urq3E4HJX6qge32axWymUyhc5gBgCDVi1fkylVui3/q4x6hVxlnWUee1ONEhISfvOb3yQnJ8fGxv72t79NS0tbWloaGRmJiYmprq6mUCg4HK66ujoiIqK+vr6srOzVhRoNcvmWi1wBXtD++0WNvvccqNHeZWZmBoVCAcDg4GBgYKDlJJFIHBoaYrPZUqm0pKTE0dHx3LlzZWVllsUHL0HOYRDQ57485UTomDHoVeSKaLsv7M5nVSk2RsvqaU0p5x2d0isG9lva7W9KS0tLbGwsAJSWlmZnZ1tONjU1UanUlZWV5eXloqKiEydOBAUF1dbWvjL7uHAgz/70lwhEwIMpBejmUq+d/tIOgcno2aw5OhWnDO3s7hk9vrANmdG/LXvWU+fk5GQ5cHFxsRxMT0/fu3dvfn5erVbX1dUFBwcfP3789u3br95sTbP6MPXKP059GVZFVG96rOnVnAq0i4cneoz13CTijnrqjAbjC9PDHNjzplPr3pTm2i+ZgdahUCienp4A0N3dfeXKFcvJhw8fvvPOO5WVlQEBAW5ubsHBwSEhIQgEIjAoGAD6K2IKGvu2fHyyBxuqO6miieKbBXGTLOHd28lzq9rOitCK4Q3h2+o+PPba2YtZJW1WTEm0o9TW1kZFRQEAHo9PT0+3nMzPz3/77bc7OjoQCISvr6+lYY8fP37r1i0A0LAHCzNj+phbTNGx27F40sKTHxbaS6uK5l7wZi6XzORf9QzyQw+zdiWm+3n24NjIAgKBAAC1Wr0uS7Ozs++9915gYCAejz927FhISEhwcLCfn9/JkycBAEzKnrKYgtahzfe58HFX3Z0itoBfcxvdPr1x2k8pncZf9QrxDR2Yf24WagfHRgrNi/JmHthm06q0Vq/D7th+UqOJiQkkEnnixIm33noLiUQePXr0d7/7HRKJxOFwBoPhzJkzarXa19fXzc0NjUaj0WgEAhF0PRgAKA/xTb3kF6mIhlzqhHTI7h7lT9IqI4kAQH30IKtmw1bzqubwz2xsbH72q7+6pDZIrbG1z87R2tqKRCI//PDDP/7xj0gk8v3333/33XeRSGRJSYlUKj19+rRerz916pSvr6+lYT/55JOcnBwA0K08bq7CkzlbxLpLhnPO2Nu5uqIqBvigY6YGn/nK2SUkuVFo3PhyrucNuP7Bxsbm3/73mEfBI8FufOFn2GtqJBaL3d3dHRwcDh065OTkZGdn98tf/hKJRF66dMlkMvn4+JBIpIqKimPHjln6wt/f/9NPJVwbQwAAA2RJREFUPwUAMKsnHuCb+ic3i/5UM7HhxigAtLW1VD7cmKpOzyedPWxjY/Ovf/6/c/kjT3+7o1lTzfBmuJ62A71G/6Y01z7y1CkUCjqdXlVVdebMGTqdXlhYiEQi6XT60tJSVVXVoUOH8vLyrl+/HhgYmJubm5ub6+3tHfS1K+8F6PmMxaX5RSrxVkjWjeHhhfqMcpnJTOmpKO7YEHRrlK2sdBb4/eGd//a+Sdzkx9vfiEQiOp2ekpJy6dIlOp0eFRUVGBhIp9MFAkFSUtKhQ4dqampcXV1xOJylYREIhGVs9GIMPAp1bHyKPlpzPe/+/DyHShplTI/ezM+tHNoYBmbSKTj0nqtOf/n1H5Ati7udgmuveeoMBsPMzMzExMTx48epVOrQ0NDJkyfpdDqDwSCTye+8846np2d+fr6Dg4OlLxISEk6dOvXyMtld/RWFd/VGXXtLefOjjWu2TToFd3rgmvORX/3etWlB/vS8ySQWrVrUSLjCF67wNxyIVgWcZdYsnfqddyJ/OWKxeHlpGQCEQiGHzXn5xTqdboG1YMkVtLiwyGKxxGKxWCxms9mv/ENbwmazdzRk8ZuzYd5IJBRZtk4HAKVSKZXu50X4G9isRuaPPnpydk+aMiiI4ewMGIzs6tU5F5f18zQEAjAYhrNz90cfrRvT1fWlpYVxEK5cn3DABNDd3YVXgySXL6ojIxWX3YUhW1y/dtlTEeiz7IXSoK3fDttuQh+fBXd3wGD4Xl7L589bTurCwiwNS7a1fbZh+V5eLy0tnGvnIgyIhMgAutfl1fPnl1x8AIPho84v+Idtvt4UdFXi5yPx8+T4h+zyt1YEBq6iULqQoFUUShEYaPVeWDdLs5siIy0HFmM4O68FBAh9fJ7ti/Evvnh5UcYg/9XLKB06XILykIVvcYEpKEDi5yPzf679TZGRupAQXViIPixMF/aCg/BwZVDg8nmP8S++GjplN/KF3cgpu6FTZzgXPU2RkSb0i83ik3nlDXnWHTAYAQq15O7x8os1ISFzLi6KgMBlj/NMV9c5Zxehj8/6Lf0dbMHdXYBCWf02sHTEs821irqsCXnSTYrAQLGfn9VruF32RHqeqhGZbPU6HdiBHdiBHdibaGTyM2p0wAEHHHDAAVblQI0OOOCAAw6wPv8PVyptoOE0VWMAAAAASUVORK5CYII=" alt="" />

图5-1

并行死锁

并行执行提升查询响应时间,提高用户体验已经被我们所熟知了,但正如我一直强调的,任何事物均有利弊,我们要做的重点是权衡.并行死锁在并行执行中也会偶尔出现,官方给出的解释是SQL Server的”BUG”,你只需将查询的MAXDOP调整为1,死锁就会自动消失,但有时我们还应追溯其本质.这里用一个实例为大家说明下并行死锁的原因,以便我们更好的利用并行.

生成测试数据

code

CREATE TABLE Numbers

(

    Number INT NOT NULL,

    CONSTRAINT PK_Numbers

        PRIMARY KEY CLUSTERED (Number)

        WITH FILLFACTOR = 100

)

INSERT INTO Numbers

SELECT

    (a.Number * 256) + b.Number AS Number

FROM

    (

        SELECT number

        FROM master..spt_values

        WHERE

            type = 'P'

            AND number <= 255

    ) a (Number),

    (

        SELECT number

        FROM master..spt_values

        WHERE

            type = 'P'

            AND number <= 255

) b (Number)

接下来我们执行如下语句,取30000下最大偶数,此时我将执行并行数maxdop随意调整为奇数,3,5,7我的执行都可以迅速返回结果.

code

set statistics time on

select

      maxN=max(num.number)

from dbo.numbers as num

where

      num.number<30000

      and convert(integer,convert(varchar(max),num.number)) % 2=0

option

(

Maxdop 3,-----5,7

querytraceon 8649

);

但当我将并行数调整为偶数时,执行时间居然长达数秒…打开trace profiler跟踪dead lock chain我们发现,当并行数为偶数时出现了死锁.

注我们用Trace profiler捕捉死锁

如图6-1,6-2,6-3

code
select 

      maxN=max(num.number)

from dbo.numbers as num

where 

      num.number<30000

      and convert(integer,convert(varchar(max),num.number)) % 2=0

option

(

Maxdop 4,-----2,6

querytraceon 8649

);

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" 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图6-1

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" 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                             图6-2

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" alt="" />

图6-3

有的同学可能觉得蹊跷,发生了什么我们具体分析下并行死锁的相应执行计划

分析:

1访问基表数据时用的是聚集索引扫描,但扫描方式是backward,而SQL server中只有forward scan可以并行扫描,backward只能串行扫描

2 因此在做exchange向各个threads分发数据时(distribute streams)采用roundrobin轮询分发数据,这势必造成奇偶数据按threads分开流向下一个过滤操作符

3 在Filter时将奇数的数据过滤,而相应的threads也就没有了数据

4 所以在最后exchange汇总数据时(gather streams)有的threads没有数据,因而造成死锁.

注:thread 0为主线程,不参与并行分支工作

分析如图6-4

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" alt="" />

图6-4

而反观并行采用奇数并行数,这时当分发数据时就不会造成某个thread所持有的数据只是奇数或是偶数,也就不会造成后来的情形,死锁也就不会出现.如图6-4感兴趣的同学可以做实验调整并行数并阅读相应的执行计划.

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MkAvgASgC8AHaAdIAWABtANEA1AADoALIBUAAAk9FkMupEItiyBfLzITUVqqqgthba2kClgpISIAhgMiE1FaxW2LcPliyBxkbo6YH0dGhtBasVoqOhthaCwUBWZlYwGAQKgAsQD9AFoAOIB2gFSAOoBqgB4AAoABgAcP64DaAKYD9ADwAJUAYgBAAgCKJd0o4gIbUaqqoAAFgsiIuDo0ehpgZ27QKtFlwuOHsWKiqgrg5OnwaxGIqLoaEB4uIgNhaKiuDHH8FqBQAIhUISqYQoJyATIA2gHqAC4ATAboBDANkALWCwGPQ6PQB0dHTU1dYBQJ1GkyQWC3t6ijs7m3S6YxzuDgYjXiAo6+xMkkiZYrFKoQSAPIWiUKlk6PV1Gk2VWn2QxY5uaTkjEpd2dp4RiXPk8qMcTv9yGI06nTMU2tPaWt7dTRCERCyJhM53dXXZrLb+rwFFUWaT2dHrUKvV/QEOGIbFx8efPHmSz+djGIZhGEEQVqs1KSmpvLz8suNGKIoGAoEgzXATCAT6x/NobgQ4jjt6rd2qjoqygtSUMxlpyVIRN/1cysVuJA6Yqvlqd24FJ69awFXZFXK+RMgE0gMQBKynW1zczNXWtmm+OyLOa1S08rVcqXn/3gN1jXwGX9fM1bTwdTklzLpWJYOnaWwWNjexm5rYtbUtxaU1efllGVmF+cUNzTwNgzfAP3gaBrdPfc7EOZ/h4mzNvIuMh8G7cMpgC4nkHGCBN9WNbj6hUGiQObu6ICEBRKLLvBWJhhieuc3ny0BR9CqRZtf6UeFQmISrjfNH7kNfQIHjZsTqkCTZP4tr8E8BAAZ/n1euXHnvvff+jWa4ueeee5YtW3bNj5xm0BAEYe0xtYv5MqmgUyFVyiQyqTD5dOKe/YcHupHfWNEkte7YunPn9u21fLWQw2pqrTMb1XqTEhBNt7iYwdOmlqtX7uMcO9sccaMDe3+sa+QzeH1ulFfKqmtVMriaNo5MJFYymWIuT8pmS7gcKZ8vKy5nNHHUDO7FDsG9YA+XPX7ZbD/NfKXjVynkFncjmluYSZMm3XvvvZtphptRo0a9++67I/14b2UwDIuPjd28cePWzVsi2rZlyw/r1584mfBCZNxoya42ljhkLJVpdPn1wsLGZlm3XK2Ui2R8lbJDLOdRIaVaUljH1u4+J0wvFm/eXVvTrORKzT/uP1TXyG8+70a5pazaViWDq2Fy5VyuVCRS8nhyNreDzWnnsCXFZc3NF7vRldIDXzJ+8pJxZdcZfCE3xI1IEgbE6NLQ3CgmT548bdq0ka7FLcj06dPfe++9ka7FrQxJkjq1StulHCizvpvHFz8zYfr5tpEkaCjEQ2q5Qacw6DF/p1Ii4olaVHKxRMakAhK1uLCRo2sqYzeWNhSeSGlukYsVtqOHjjNaxEyRoYmraeH1uVEzV9PKlnG4EpFI1SHTCATyDpm6tVVYUNJ4GTfiaM4PO50f14l0tf3UfjjnX3J+4kbXXsjQx428XqAowDDweoEgAMOguBjMZqAocDr7ApQBILIwN44DjgM9Y4RmeJkyZcqkSZNGuha3INOmTXv//fdHuha3MhRF+T0Ov7t3oMJ+l1jaccGN2JKAIVfcpS5pbC9lyEQqlaFTrOhkq1VCuZIJAZ5anN/E1XGaVRXHEotOJLAlJpG485Opn55LyZAoepo4fW5U16ps5mhaWTIOV8LjydhsSXMLTyCUNTN4BSUNEcNgDGisDDSJfkcZ+G7zgDwM7gWbuc5ChuhGMhnExkJFBZw7B9u3Q04OMJkwdSqcOwcEAdnZkJYGAMDnw8mTUF8PJ0/CkSOQmwv0yCjNMHJFNyJxAAACB3wQq11QJBX0kzYbabPhrU1oUQWu0EcO4sxmTKCCcIjUqdDKarI3MvpF4S0thBu9TFEkMcRp1cSlJ1J+O87gURhFKoSEwXXhE0xqXKalggHSZiPtvVToQjVwNoMwei8q1mfFeTIAoOx6jHN+B6/ID8NwkLTbSauN8gaAvHSgjnajGw1FUR6nzd3bM1B+t10obu93oza2xK/LapJo9uzcu2/P3jq+XC4qFbPzSZ8AQiLwMbtFeU18Q11+Q/GaDY1FdS2tCha/87VXxp+MO8ORmJu5F7lRC1PK50s5HHEbS8hkCltb+Q0NbflFdZG20UURBz8NQLickVzU9OFe3o2uqZAhRjEcOQI9PZCQAOnpIBRCWhooFBATA5Hp9i4XJCQAABw7BmYznD4Np05BWxvExdE9eDTDyQU3onCsrjh0/GToyElM0hFcuTCUz8JyTgQ2xlIApExI6K8YuEE0F/jnrwlnFCC5eeGEFIwpJrU9hKQ+sHpNOP4cWlUWWLIwFHsWrWQQina0qAiJP+R5cULw6Dm0tBwtKkZbJUCEcS6XQoBozvav2ktdex8Anh/rX32IHOBHpJHtm7KI6HUGF37u//4QkpOL5NdQCI4c3uibPt+/Yg2SWYicOxNYvwWXqLCqUiQ9yfPyS/7tcWhpOVpcijaxsfLs8MH9vhkrwykZ4cPbvV+uJxxuCvUjJ2PQmqbgzu3h5Gw0vyD4wyak6tLQHdqNbjSDdKOQLl2k6EgsaDtTWCno4HBbKmvr8oxqllbbCt5mtSi3iWcoO5NbduJkZUJGY52wTWhsbGS38boiHtDCOx/FwNPWNUtKq1pLKluKKxjF5YzickZRWVNJNfsyQzsD47wH9LldZliIcyHbJUNHDM6llnOlQhgDChmKG7W2wokTkJ0NVVWwYQPExYHbDfX1kJcHKAq5uTB7NgiF0NAAx49DQQHs2AG1tZCQAC0tI/b4aW49LrgR6fdPneCZuih04AgmViFnTqJMBXpkjeeLjaRd7f/og+CJYgoDACBNZiqIAQDldVMeD+Xy4Pmx3o+W4Eo9qdOTBhNpNJF2J96Q4Z29lDB7yC6Wd/IUlKunXE6yx0Yo+L43xnnnb8fqm9HqOozBIgxWojXP8/pkVGzC84+5Jy0kLb2kOwAAlN9LeTykzQEA4HORPZFFMCnSbCZ7evuuAQuSPT3o4XXuSctJEgDxkwYj6XSjucc94ycH9+31L9+BdxtwbrHn1c8xuSIwe05wy0bPJ7MJnYOUM31ffoGJTaRJFfjsTfeUpWhDC1pVizW34RojlhPrefs99/hJvu9+CCxc4v9hq2/6IqSmyvfxx4G1W32LVmECNeVyhNcvDybVXXJjaTe60fy8Gy3d1caWhrpjwVnpNFa5TNXgKEUsFQFLacBY6jUUQ2+uWpTWxNEzBIYWkYkh0Efi6NgSUwtfx+BqmrnaVr4+p4RZ26pk8HQMnpbB0zF4uhaerqU/wdcxeFoGV9vM1TK4WgZX2xJJ8C4cufStSILXl76aBuS5SiHNA04Z4uxXrRZQFJKSYMcO8Hj6bnFPD5AkWCyg14PL1ZcNw8BuB5cLgsELOWlorp+BbhT48sPAwVzSbKfCgdCGReG8NjR2o3fWViTjhOuhh92vT0X5KuToVu+Hn3hnrsVV2uDyz9zvTA3sS8IKT3vf+zqcV46WlqPFZWhRKdrIwuuyfbPmBlev9q/e5Ptsmn/5au/0VXiXDS847nri1VBCFlpQjCTHeCfNxtWW0JoZzrse9q3ah6bFuF9+2//N1+73ZuJqWzh6ieeNif61h7G2av/XX3k/+Dx0upJUtvm/+drzzofB5BrSpgnMme758FPvO295vtpM6JT+OZ96Jn4WPFtDCCu9E2eGswuC278P7DtFdvN9k+aG4390P/s+UtOCZGcE5szyrYhGcktIP0Uw891PjAsePosWFKPpSb5p36BcHdHR6n3rdecTEwI7dnlem4jU1QZmrCV6jMEVy0InEv0LF4WOn/RNmRY8dBZXXTqzmHajG83PutHspbuaWUoxO1/GzZfz8hS8/HZOnoybL+Ply7j5Mm5+OzuHw2psYKkbWN0N7O4Gdncjq7uB1d3A6q5n9aUbWeqyekltq6qR3fdWA6u7kXUhZ+PFLxuunG64+KyBH/fTQi571mUK+cm71xVT5/FcvIYbDc1NZIAbBQMz3nWNn+ibvQ5r7wrOmxxMrEFjN3lnbic8ev/Hk0I5XFJa5fr3I94vZrufeT4Qkxf4+m3f1mQqiOAlZ3wLduHdGkLajrd34O1y0hMm2IW+Jd+FNn/v/3Z1YNlaJDXZ//1p0tzhm/qO67kPkYIatK4BzTrleeFDTOsnBMXetz7DdD6iLN79ny/wDpl/6uRwPjP0wwzv4r2U3x9cNNX1/PveyR+435uLc/hoXX142wrPJ2vDibvdb36D25zI7qWeLzZgrHL30+O8M1ZjUj1pZPs+XkwGAcLW0OFDSOYZ75TvwvHR7hcnhlLy0cIM7+uveD5ehpTXYfW1gYVfusa8EkorResa0OJM31uTkRoRWpQVit7m/XJRcMsG78ef+hYs8W84TvaoA7O+DmzY6Zu/NJya6v3Pe6GMCry9+5IbS7vRjeZn3OjZyZ/PWl1a1lBayS6pYF1JZRVtFZVNFZVN5ZVN5QMSF9IVTZVVjEieivPHf5q+zImXS9/oQsorGnuXLh+iG3ncHrjqjEsamhvKRW2jzyYGEmopFAU8GJj1YfB0LRrzg3fGFhKx+6dMDGZxSX6Re+zzwRPnkIxcTNQRmPF+MJUFANi5g74VG/yfzAglFWOtzNC6eYHj+URbsfebRWhtM1aZ41+4Fc1N9q+JJe0mvK3UO2FK6HQ2kl+EnD7ieXkypg+R8mrPax/h+gBREuOZupwK+QKzvw7ntoZ+mOX/MR+ADM6a6P5kBZJbiBRVhfdt8q3eH9qy3DNtbfjYZveH3xL+ELJzofvjNWTAj5Vleie86P5yM6nm+D6chxvchEyIlhSh2ae8H6zANbLA4lUoqz28/3v3My+6X3w/VMahXFZC1OB776Pg8XNIfhGSmuh9ewrSKMdyYrwffxHYsDN0KpcQNLgffyKYy6dsCv+sucGjcf4lS8PJyb73pwQT8gjdpcO5tBvdaK7uRqOfnfzJV0ssBjMQFIngJIJTKBH0+ANeXzgUwlGUwLBwKBQREgphCIKcf9kvHEMBAEOQ/mz9n35JZookgSQvOT0cCIb8ATQygZ2iflr+8AoJhQI+X2DtmqG4UWRV5l/l1us0twoD3CgQmPlpMIMJAECFA4s+C6Y0oAnbffN2UXg4vGGh+81PMaYktHaed9rX/vX7CbM9sGBqMI0JuDcw89PA0Xj/R18hjXLS5UL2rvAfPIemxfi3ngUANHGHb0MsVpbmX36UAgCHyPvax0g1C2+XEy2Fnhc/wDR+yib3vf+mb9V+NC3GM2Mt5XEFFs4PF7ND2xf5D+YCAF55zjvpI9/sxeESJnJis/utaf65s70zt+Myru+zyd5P5/o++sA7ewcuYQYWLvROnBo8WUiwSzxvfxYubkDr60gvCkam94OlhMMcXP5dcM/+0PHE0NqV/g1HQwcOYV12oMz+tz8K5zbgkg6C3+h7dwrSpCIaszyv/cf7yReB/eloXqLnpRf9B3MAqNDm9f51W/wz53pnLETyi/xz54VLxZfcWNqNbjQ/60affbPcpDNlZ2RnZ2TnZOWkn0u3Gq2RH/8ul+uS/Vkui9lszsvLG7hQMpPJFIlEhYWFl+SUSqVKpfJytQSCICorK4VC4fVc7CAhSTK8fu1Q3Egqkbpd7suXSkNzUxgQ4U2RZiPpifQak2SPifQEKbedtPQCAOV3E3I5FSQA9RFSCaE2UARFWoykD4GANbx/D8bnB76ZFdgXj2TnBpbMDsZkIwmHQ0VcoDDk8HakSY435gU2JFAAlEXg/3wZ4QfSqEQSDvq+XEm4UAAgewxEl45yO0mzDUiCtFgoX4i0W0hHX8g1aejGxe2kFwE0QKhUZI+tr26uHkKmIu020tJL+V2EVEqo9EDiWEsD3qmjEBwAw+urw3s2B/anU+He4OpVgYNnSE8I2bsxmNxMdovQFhkEdYHPF+DGMLiMaFqC76vFmNKK5cf6121HSqqQUyf9SzZifHZo9XqkrBOo1w8AACAASURBVCqwfLF/xffhM2f8i1ciOfmBxUvCVe2X3FjajW40P+tGn8/6TsQT7dyxs7W1tbq6+tixY8wWZsSNGhoaDh8+DAChUMhkMgUCgdjYWJvNFnGpUChEUZTX6w0Gg9HR0ZFliyOfePz48dWrV2/dutVut7tcLr/fb7FYQqEQn8/ftWtXZJlQr9dLkmS/2zU0NBQVFR07dsxms13+SoYPHMcH4UYQBgASoEutxs6v/8/jC8Lhy025oKG5WQzf7FeS8vr6kliICoYhjFzUCY2GKX8IAIDEKY8PKKC8TkKjI/3XsP7eEKFw0mQkdCYgAYCk/H0/damA/8JkI4qgPD4gKQh6CY2WdPsBKMpuHVgGAAAaJG12yuGkAiHAMSoUBgBAwhRy6Rwp2o1uNFdxo6cmTH/g2cmfzlopFkpiYmP3/Xhg3fffJ509y2XzI+cePHx4/rffOlyulNTU3Xv3dnZ3z5w9W6PTHj569Exy8tlz55hs9rrvv7c7HKXl5ZrIHmgAAFBSVvbR1Km7du/evXfvmeTkLdu2fTF9+vadOxUq1eKlS/MKCoRi8ao1q4tLS9esW8fh8gAgv7BQrdUmp6QYbvyWLoN0IwwASIBOna5/1EhnNuuGey9RGpprgl6L4QYxddq0dydOHOla3MpcyY0E4vbH//PVfc9NmTZ7lUjcfiopqYXDLq2uyi4oYHMFABDAsFXfr1/y3XfJ6enxZ87wpRIMICMvV6XV1DMYiSkp23bvrqit/fjzz47Hx0Xv359bXNz/syox5ez3mzcfPXmyvKbmeFzc13Pnbo3etXbjxsbW1t0HDpzLyiquqJg5b15Wfv6mHdvbuFwAaGYy80pKjsfFObzeK1/N8PBzbuSZRTm2Brdt9M1c4J0+yzr1c+/0mb6vZvu+mu38/Gv9xI/8M+ZEXt6C+nqOf+FyXCS50c+AZsjQbnSDmDR16nt02+hGclk38rp7rXxB4ROvlDzwVOuTLxs/mCod/x9kzrfhWQtUb76ne2+Kf8Zc44dTax96pPvtD5ofeYo/bnzu3+7yfDmz862J9Q8/7vj0q7y//Svn9n92vvl+7t/uOvv7/03+nz9l/u/fnZ/N8M+Y450+q/iuUQ0PPy5//W3zlE9T/3j7uT/8pe2JZ5lPjtO+NzntT3e0v/KGd/qsmtFjOc+8mPmXv0tenhD8ep7r868L/nFPy2PPBL6eO5z/XWfM9s2ajxaXDbwnOEGEv79KhLd3NmXd6H7qcfez473fzLNO/cLz1SzfjDm+GXP8X88NzJwXSd+C+nqu96PPHLffdcn9ovlFMWXKlClTpox0LW5BihcsZN8z2jv5EyTpHFpQhOYXogXFpNkCGAYoSq84ef1c1o3cnl6Ey0EffJR136PNT77k+vyb0DcLPF/M8nw5KzBjnu+rOf4Zc7B538KSFeS3S2DRMmrhUliyApmzgFiwGBYtw+Z9C0u/g2UriQWLYdlKWLYSlq+Cpd8hcxaEZ89H5iyAJStgyXLy2yX4/IV97y5eDouX4fMXwfKV5LdL0LnfwpIV1MKlsGwlPn+R96vZgW/mEQuWYvMW+76eM5yaPtNx+13B7dED70k4HHYuX3p1N9rkHvds6FgsdXFP3S0PYTS5xjyJllWMdEVorsiUKVPeffdd3y+G9vZ2k8k00rUYBopnzi4e87h/8XfuJ8Y5R41xPjDW+cAj7qdfdD//qvu5Vzxvvh86Hhc+fTackIScTSV7rFQgQPkD1IDwLZqrcyU3CnG5jn8/8dljb34w6zt7rxsjAMGoPqFkACG8Ify8iJ8T7glekg33hnDvpQeJyxWI+8IETgEJN0QEinteezuwcy8BQGAEgREEToSDYe+qVYNwoyMxFECXWo2TBE5CYhIUl0JMLKi1l7/XMgUwWq/2MAiKam5pycjK8vh8V8t3VST29gTx6VxlPgZ9sRUhEokXJRzhHpM7LxeweC0QOj3tRr9wPvjgg6ioqP/9ZfDPf/7zz3/+8x/+8IeRrsgwEBUV9er77wEAZbWRegNpMJI6fTghKbhlZ3D77uCOPZ73JjtHjXWNfsz18JPuF15zjXnK9cjTrseeC6xcF9p/KLT/UGjfQayNSTmdkbVZgRjE8rW/Ja7uRl8+9sakb1b02pwAQOJA4n27dB49XXf/i5tGv7L1gfGbx0zYPub17WNe3/7w69tGv7L14de3Pfz69n6NmbD9ode23vvCxode3TpmwvaHX9/+8ITto17adP9Lm+57YeOY17f3HXx9+5gJ20eP3zLq5c39Rx5+ffuD47dMnhMbCKHXNIOHGrTIMOJ57e3Arn0UAEVSEZEEQWzeOAg3OnyCAohEeJMkLFkCEyfCuHFgtYJaDQ4HWK1gMoFMBh4P+P2QkQH79gEASCTg84FaDVzuRUumhkKhtra2xMTEqshG3AAAQFLkJaIo6koJAEgQJOxu2S3oEfSXEMACdZq6LY1bupxdQ/qSXIDQaGk3+oVTVla2b9++3b8A9u3bN3HixKioqFWrVo10XYaBvfv2FZeUXO3WEwTlclMeD+X2YI2M0OHjoeOxoeOx/sUrXE+Mcz35vOvJ590vTXCOfsz5wCPO+x72Tvk0uHFb4PtNgTU/IEkpRGc3oewkFCrS8huNhLq6G01/7I2PZ36n7dIcOXTkVPypU/GnDh86bDOZdhwqjfrr7Pte+OHh17dG3fVt1L8WRP19btQ9C/845rvf3bso6s75UXfOj/rngqi7v43629wHXt60bHPW359cE3X3wv9z76L/d//ij+bETvz6+OINGVF3L4z6x/yoO+dH/W1u1B1zXv3ox/Ef7Y/6+7z/c8/CqDvnR931bdRfZj/59s5gAAGAmpoah8NhNBoTExNFIpFAIEhMTNQb9NXV1ZmZmXq9PjMzs7y8/Co7WV/m8sNhz2tvB6P3DTxIkiS28RrdCABOnYIVK2DtWtBoICYG1q2DujrYvh3WrYOuLkhPh9hYiIuDmhpISoKsLIiOhmPHID4eLmkIZWVl1dbWRtIYgWV0ZMTyY4uURZXdlbH82LT2NIaeEcuPTRIlMfSMJFFSLD+WoWektafF8mObdE1V3VXJ4uQkUVIIuxBoixJokigJJa43+px2I5pr4j//+c+rr7460rUYeahQiAqFqHCY1OmRjGwkLRPJyA58t9Yz/g3PhHc8E951Pzc+0vXnvH+Me9x4/7zF/vlL/HMXBdb+gLW0YWwuxuLgPMGtPTr1s240ddZKIVcQHR2tUqlUKlVMTIyYz997vDLqzgWfLIjffqjsv+5f8uD4TW99cfiecT/sPVk15vVtT72z65l3ox96dcvfnlzz+Js7/jTmu/W78599L/q/H1j6h4eW/9/7Fq/clpOU3bbzWNkz70c/9c6uJ97e+faXRx5+bcvzH+w9fqb+n0+vv230sife2vnPp9eNm7j79Wk/BvwIRZFbtmzp7OxMSkpis9kHDhw4ePAgj8fbunVrYmJiQ0PDvn372trajh07ZrVaf/6y+y9/uNyIoiAmBjZsgG3bQCiErCz49ltgMmH1ajh+HFwuiIkBpRIOH4aEBFAq4fRpyMgAhQJOnACzue+DURTt6uoSi8Xnzp2zWW1+v5+iKFfIZQ/a3WG3F/Hag3ZnyOlH/fag3RFy+FG/I+SwB+1+1O8MOe1Buw/xMfQMg9cQw4vpsHe0GdoiDSatWxvDi7n+r0vEjbDa+usviuaWp76+/r/+67+KiopGuiK/YHACCAJIktDp0bJKtLwKrawOnzrjnfal9+PPvdO+9HzwsXP0Y84HxjofGOt66HHv5E+806Z7p37h/XRG+GwqWlWDVlShFVWk2QwkCST5q+79oyjK7bC6ey0XZLd4fU5MKOx3IzFfdOLEiaKiotzc3NOnT8slkj3HKqP+9e2Ow+XZJfxH39i+ZEPG/LXnxkzYGnuuadRLG9ftyp+7OmXhD2nvzTiWkMEYM2Hr1PlxY17f+t+jlvzhoeW/u2fR1Lnx+eXCnUfLthwombsm5cf4mqwS3qFTtS9N3n8gtnrWyrMfzoxJym6dsezM3piqZRsz3e4AABQWFur1+ri4OI/Hc+DAgUOHDvn9/tWrV+fk5HR2dubl5fF4vM7Ozmu7/Cu60YZrcCMcx3AcEhOhuBiSk4HJhNxc2L8f9u+HEycgMxNUKmCz4ehROHIEpFKIjwexGE6cgOXLoarqwvcnsuDE6dOnjUZjbU1td/el6zYOBqPXmCBMqFXXMo3M2cWzERwBAGfI2aRrGkJplxBxo+D2aLSsEi0pHyikqBTn8EizhbT0DEpmC9lzDT8caH5dUBQ1f/78cePGIfRuktcBhaIYl4cx2RibgzW3+Jev8c9d5J+/2D93oeupF533j3E+8Ihz1Fj38696JrzrmfCu+9U3A+s3IZk5SHpW+Fw6xuJQ4TAVDlOhEPziVyyjKCro9/i9rn4FfG6rvUdbVuYc89RFbaNOlUqlijkZI+bzdx+r+N9HVh5KqN1xpGzppszFGzKmzD35pzHffbkk8Y3PDr0+7eD3e/IPxtdOmhWTXyHYdaz8yOm65Vuy/jTmu9+PXvY/Dy5dF52/+3jFog1p7884vvNoWXYpb9uhkt0nKt764sjB+JqZ3yW//eXRxAzGV8tPH4irWb450+MOAlDbtm2rra2trq5OTExMTk5OSko6c+ZMenp6fHz82bNnT506tWnTppKSknBkRbtBXv7l3Ojn5htdoaduEPf6okRyMpzvkLsUBEGUSmVkUYoh02Jo4Zq5w7toXsSNQidP4TI5Lm2/SO0yrKEJSc1A0rMGpbQsJD0LycxBMrKRrNxBKSMbrakndPpr0q3dufGLRavV/uEPf9i4ceNIV+SWhTSYCIWSUHYSys5wfGJgzfeB9ZuCG7Z635/ivPffzgfGOkeNdT38pPupF9xPveB+/DnvpGmh47GhE3GhYyeR1AzS6aQ8Xsrt/kW5lMvZ26WSqbsUEem1ndl5uYXRe3yPPRcZN9J0ao4cOhIfG38q7tThg4etJtOuI+X/8+Cyf7+65a+Prho9fvPdz30/7oM9v39o+e2PrR47YdttDy59+t1dT7+7647HVz/1zq4XJ+19cdLecR/s+ePDK257cOkfHlr++Js7Hnpl89+fXPPHf694/oM9z76/+94Xfrjn+R/++uiqZyfuvvPpdf81asnDr299cPzGx97c/v6MY35fGACUSqXZbCZJUiwWBwIBv98vFosBwGKxqFQqn88nkUjEYvEgrSHCTXWjW4C+caPqmuEqkDSZiW410a0ZlDRanMtH0rOQtMzBGV5/tuzBKi0TKSol5EpCqRqUFCpCrRmuu3ErkZCQcPfdd+sGLMFCc5PAMNJqI212yunCmltCew6E9h0M7TvoX77K9egzrrFPu8Y+7Rr7lOuhx10PPe4cNdY76ZPgrn3B7bsDW3eGz6SQOn0kXJC0jcCm1DarWSriyiT8iFQy8emkM/1uNOWb5b09DqCAREkSJSNRw5v3FUb9eWbUHXOj/jEv6m/zov4+L+qOOVH/XBD1j/lRf58X9c/5UXfMibpjTtSd86Nun9OnO+ZG/evbqH8tiPrXgqg75kbdMTfqH/Oj7lwQdfucqL/Ojvrb3Ki/zYu6c0HU7bOj/jEv6p8Lou6YE/W3uVF/+mbshG2BwDU0d66JW8eNwuEwn8/3eDwAYLFY+Hw+SZIAYLfbAaCnp2dYVpz9NUYxUE4XqdOTesMgRcgVaEExmleI5hX9vHIL0bxCJD17sC3C9CwkNQOtqcOFYlwgGpyEuFhCBYMUhlHoIDXCiyX6/f7Ro0d/9NFHI1sNmkug/P6ISJMZSToXTjgTTkwOHY1xv/qWe9wr7nGvel572/XYc85RY533j3E/+7J/+Wr/ijX+5asD6zbiLA4ubcfFElzaceNGp+w2S4eEL28XRtSpkCannC3avbffjewWOxbCkAASER7G2Nyu46frYpMbL1Hc2ca4s02xyY1xKU1xKU2nzjES01oiR06cqYskzudsik9p+mkJlyjmTEN2ITccQAicIHGSwAkcw4dNOIn7Au5X34rMN4ocJHACCYVDQ3MjH4qiBIERJElR6PkHFklgJElQVAjDwjiOEUQIx41eX4mqEyGISGQ5guORRPh8UKAXQTCCBID+IyEcJ0iSIKn+YvspLCxMSUnJycnR6/Xp6elHjhwJh8ONjY07duxwuVzx8fGZmZkt173n+a/RjW4CZG8vabORNvugZLURYglaXoVW1gxO1WhFdWQk4BoMr7gMY7RhLYMToxWXtFM+32Dl9VFXnRIXm5wcFRVVzWi+aY+A5rrAcQpFKRSjgiGstgHJLUDyCpGcfN+3Sz1vf+h5b7Lnw6meV9503j/G+cBY5+jHvFO/8H0zN7I+C3IuHWtuxRoZWH0TYbre2PTBuBEaRMP+cEQh79WW6PW4bAAQ8DmtZj0S9Po9Do/Tpu6UqzvlDpv5KideBRInAQBDMZIkgQJq+CBDIc9rbwcj843Og2HYUNpGil5HLI9/mMVJEkv4FkuCQKh1exKFoj0tbTqP57RIdIjFbjEYdre0lnV2bWtu3tfKnJaTJ7XZ3GFkexMjSSS2BgKV3d17W9u6XE6m0XSYxcmRyeW9vduamnNkcpPPlyQS58jk1WrN1qbmVEm7ecB/hPr6+k2bNlVVVaWnp+/Zs6eiokIsFmdmZiYmJkZiP6qrq0+fPj20B9AP7UYjBRUIUF7v4EVotFhzC8ZoHaTQ6tprcLu0LCQ9Cy0pRytr0KragcKqa6G55cS0z+aMGh2qqMKqz79VWYMx2kibjbTbSXvvoGSz02N+vwD6RpWIzi6sth5raMJq6vxLV/q++Mb31Wzf9FnuZ1++EEzx0gTPB1M9Ez/2vP1h4IfNaFFppJsBZ3MBw/oEVxumulY3CvvCOHr5OT3qbrVELOm191ZWVDKaGV2dXW1tbVKxlNHMEPAFfH7f4t8kSXZ2dgr4Aqfj57dHisxI9fl8IqGoo72DGNY24vX11F28MtBRoagHw5Jk8rNyBd/hyO9WN1os86qrj4lEIqczr7u73mwhAVqt1p1sdplObwqHY8QSACAADvD4PRiKAVTqDbs53ISOjsQOmY8CQzi8j8fby+XGS9vzutV8hyNNpaoxGQ8LRS091toB65mnZmdXNzZm5ufHJ50RtrefTkk5m55+8PjxA0eP4AD1LYwDR49mFxRc5/2iVwa6haFQ9JpEdHbhPAHOFw4UIRBxEs88/9+3FW7fCZL2C28JRFgrs2+qzWA9LxPJyUdzC9CCokEpvwgtLSe0OtJgHKxMQ/yBTNMPqdXhAhEukuCS9vDJU/5FK/zLVgW+W+v94GPnfQ87H3jENWqsa+zT7hdec7/wmnvcK95Jn4QTksJnzoZPJyPpWZTL3beEUjAIAHYsJNV1dhi6ZV0ymVKq6lacSU8t2LNvCG4klUiZTGZvb29ZWRmfx7fZbPV19W0tbXwev7y0XK/TR7JFtjJyuVxCwc+PZVAkBRR0qjp7LD0CvsB3HYvmXKbw63CjZ4I79xEut5rLQy09VK+jWSA8VlG5JbdA2C6Lr65ZmJKazWg5VVObXN9gUGsPlJTuLS4N9lhxmz2uqsZlNIVtvaeqa/ntHU6jaWFKagWbE7b1nq6t25ZfuCWvoKC17URlFU/azhCKTlRWV3G4MoUyprLqVE1tDqNla14BSyQ5WVVN2HupXgfldJWlnIuNji48k8StqoqNjk7Yu8+hVpefS/3mw0kqFit61erMmJO93d1kr2PocjgxvtD10OO0G9Fchc27dv3lzn+YHb3XXxRptRFyBaFQDk4qQtqBZOVeg+FdGu3yMwqfS0dr6wmNjtBoCfXgpNH9qucADRkqHCa1OlKnJ40mrLE5uHVncOvO4I7d/qUrXQ8/4XrwUdfoR10PPeZ65BnXI8+4Hnna9cTzwc3bHTui9WvWGdb/0JWXq2xr7mYyMk6erNh/0Pv4uGmPvzXpWtxIqVA2NTZZrdbysnI2kx0IBMrLymuqatrb2ysrKn3n9+4KBoMCgSAQCAj4gsuWc9FFkRRQoFQoHb0OkVDkHdYdJa7DjV54zvmPUc4HH+2bQf3go/6HHhf89S7lnff7HnpMced9gtvv0t892nDPQ+1/v9f94KPKO+8X3n6XfdRY94OPWu8f43rgEffox0z3/rvrXw/Y7h8j+ds98n/c5xr9qOnef/P/+i/Vnffb7h8juP2u3lFj/Q89Lrr9LtO9/w78+3HZ3+/V3T1af/do2T/us9z3cNc/RzkfeCTy6a4HHxX87vf2+x4OjH1a/P/+aLzzfu+YJ3vvHyP7/V8tdz0g/e8/G++8zzvmyb78Q9ODjzrve9hxxz1oKe1GNJfHZrPdfffd69atG+mKDBbSZCa0usFKo8U5PCQjG8nMGZQycpDMnGsI6UzPRlIz0ZIyXNqBt8vw9o6fl7SD6OoGggCKGqxGuv8zEllOuT1kT084NiF0NCZ07GTo0DHPa287H3mm99Fneh99xjH6MceosY5RY3vvH+N+4z3Pg4+eeGjc9BlLbYN2I4vZwmax/X4/n8fncrh6vV4sEnd1dUkl0oK8Avv5NdlwHJd1yHhcXo+l5+drTlIUSTmdTgFPIBKKrnMSzqWFD8WNPLMo1w60vBBJywqlpBsOHwueTUNSM7D0bMjMJdOzkdRMIj2bysjB07Lw9KwBR7KR1EwkNQNLy4ok8PQsPC0LSc2kMrKJ9CwkNQNPy6Iycoj0bCwtk8rIRtMyI+9iaVlIagaZnh05hczIxtIyI6dEhKZlUdl5aHoWkppJZufhGdlIagaa3new/8h1KxPJziONN3zHQ5pfKampqb/73e9aW6+6PPBvDMrlIk1m0mwZlExmQq5ES8rR4jK0ZBAqLkUKS5CMa4zqrK7F2NzBC+cLKb+/b32jwSgYHNo0JrtRLxOw5UJOd/IZ7YED+sOH65d/1/LsS/57/826Z+x3X37b0zNYN+qx9NhtdoVcYTQYxSJxp6rT4/YolUqJWNLQ0KBSqgiyr81KkqTf7x/UoySpSBRDMBi8pjXoBlX4UNzIPRP8e/rOB+i09kQq5QP4LTbIaWjOQ5LkpEmT6O26bz6Uy0U5nJRzcHI4cUk7VlOP1TUMUmhNPZKR3TdjfVCGl4kWlWL1jVhD06BU34Q1Maheh13bLWO1KDhtchFXLhV0yiVnzyYXRe/xPfbc14/+56Mr9NRdNkQtcmciS4FQFEWSJEVRBE6Ew2EMw8Kh8CU5BxX2RpAERlzTKYOnL6Yu+ppi6iI7kVNBACBJsj+mzmazyWXym/kVpKH5RVFfXx8VFRUXFzfSFaEZfqhQiAoEqeBgRWh1WBsLY3EGJSYba2OhuQW9cfGa/fu1Bw5EpD90sGHZCv6OaPfj47547I3JP3UjfxgLY327AV0inMAQjCRIHMX7208YioUCIa/bi6P4wJwkTl6+kIuFoziGYCRORrYkiiRInIwkCIygCIoiqcEUdakICvcHI/ONyPP7G5E4iYaRq843uoIbAQCfxw8FQwDg8XhCoasFwtPQ3Hp88cUXDz30kMvlGumK0Pw6oSiPw9atkGiU7REZ1Iq01HNFA9ZiGHwUA47jSqUSALq6urhcbndXd0d7h1KhbG1p5XF5Uql0YGZycGNpkZ46giA8Ho/H7QEAj8dDURRFUpGXKIoOstPvMoUPsafuCm4kFAj9Pn+kiOENRaeh+YVjMpnuuuuuJUuWjHRFaH6tUABNTU1xcbGJiaciOnMmceO2bfm7dl+rG1EUJeuQicVis8lcUlzS1tqm0+pYTJZULG1tbeVxeWKRuD+zwWDg8/iDqiFJAQVdXV3Njc2yDpm6W83lcGUdso72Di6H29XZJRQIeVyew+EYyuUPoxuFw2E+jx8Z2op0TQ6hQjQ0v1J27dr1+9//nsfjjXRFaH6t4DheXJh/LjkpNSW5X+mZ6aqCAvfYp4cw34jRzOjt7S0vKxfwBXa7vbKisrGhUSKWVJRVDIygczqdPO6gvrcRN9LpdGwW22wyc7lcJIww25hsJhtDsdqaWlmHzOFwqFSqIVz+MLhRd3d3ZFDLYrHYbLbIOSaTyeWk+ytofivgOP7SSy+9+eabI10Rml8xFEWhIS8W8mEh7wXhIVwk6v33E9fqRhq1JuJG1VXVHDbHH/BXVVY1NzWLReKS4hK3y92f0+v1slnsQdWQpCiCCgQCdrudxWIxmhmOXgeLyWIxWY5eR8TqDAbD0DYDul43oiiqo6NDp9OhKEoSF3oeB4Zq0NDc8pSWlv7ud787derUSFeE5lcM9XN7v16TGxkNxkinGZ/PZzFZXZ1dCrmiU9XZ0d5RWFBo7bH2/4vusfS0trQOZmwl4kbBYLBd2q5SqmxWm4Av0Ov1Op1OwBfYbDalQikRSwKBwFAu//rdSC6X9/T0DHvsOQ3Nr4g5c+Y89thjw7tQCs1vjeF1I7fbHQgEVCqV0+FUKVV6vd7v96vVaolEwmxjKhXK/siFwTce+ucb9Z/b72H9iUEGRFym8GHpqRvyx9PQ3AIYDIbbb7/9yJEjI10Rml83Q3MjDMEiSyRcovOFXvnj+jNT1EUvr6y++UYkBRQABZFP6TezgcevWRRFBkOe194ORNbwPn8cQ4c034iG5rfJ3r17b7vttvb29pGuCM2vmyG60ZXnGwV8ARInw8Fw0B+MHAz4Ar32XovJEvAF+nNGXGQwU45wFMcRnCIoAAAKSIIECiiCooi+EoAEoIDAr32+EU7i/oDn1bcDO/cSFPRfAjLk+UY0NL81cBx/4YUXZs+ePdIVofnVM7w9daFwSC6XkyQpEomam5uVSqVYLJbJZA31DWwme2BIt9/vN5vNg+msi7RXwuGwyWiyWCwYhplMJiSMRI5QFOXxeKw91iFePnK5njpiqPONaGh+a+Tl5UVFRRUXF490RWh+9QyvG4mEIj6P32PpKSst5lYURwAAIABJREFU43K4RqOxtaVVJBSxmCxmG1PWIYtkwzBMLBZLJdLurp8PhIt0zSkVysaGRrVarVAo2qXtIqFIJBB1tHeIxWKhQCgRSyyWoew6ODzzjeiJrjS/WcaPH//8889HVgOjobkehteNZB2y5qZmu91eVlLGZrF7e3urKqoiU4Kqqqr6J6gSBOH1etXd6sGsIRJpG1mtVqFA2NnZyWFzEARhMVlsVt98I7lM7nQ6R2y+kUwmc7lctCHR/AZRqVS33Xbb7t27R7oiNLcCw+tGOq2O0cRwuVyNDY0CvsDv81dXVbOYLKFAWFRY5HT27fRK4ISAL+ju7h5MF1ckwtvn89lsNjaL3cJoMRlNETcyGUyMZoZQIOzq6lKr1UO5/Ot0IwAwmUydXZ30b0Oa3yCLFy/+4x//qNVqR7oiNLcCV3KjMG8obmTQGyQSidlsFgqFLCZLLpPrtLrOzk65XF5SXNJj6YkMFBEEIRFLhAJh/9oFV6shSVEEhSBIR3uHXqcPBAIioai3t9dut4uEokAgoNVqZR2yoY3dDIMb0dD8NvF6vaNHj/4VbaxH8wuHoiiPw+qyWwbK63MifP4Q3CgYDJIkqdFogsGgQW+w2WzhcNhoNEbWr+tUdQ5hZk7/fKMbAe1GNDRDJDEx8bbbbrtkLWQamiFDEkSPSW/rMfbLYTMLRHxecsoV16nzhyPbRvxUV5lpdP7jLnPW1RUJ8h7CiT8vkiICIferbwV27aXO140iKAxBaTeiofkZ3n333QkTJtA7p9AMFziO2W0Wo15t1HWbDVqTQWMx6lLSUnO377riGt7+MBa+vBuRBOmwOyJ7PTgdzlAwFJlspOnWKOSKXlvvBd8CgEi7Z3Bu1D+1drjd6ML+Rv3HUdqNaGiujkgk+stf/pKdnT3SFaG5dcDx/8/ee0dHclz3wmv7+Eh6nz7LPn5PT7KtQEqioj/ryZItp6dgW7IkkxTFLDGTu0tyAxebc0TOOQxmBoMBBsAgDGYGwATkGWAwmJxzzjnn0N3fH7UcgsAuF1xuYJjf+R2cRk91dXVVdd2uW/feKvh9bq1Kwl1f5m2wNtaWFVI+FjdArqq5jf2NorGoWq1Op9McDmeeMa9UKkVCkUqlWlpcEvAFvE0eSAbDsMfj0Wq0u7RigIpQoVDQ6/Qul+tOPnxZU1dGGbcBCIJeeumlz3/+83a7/X6XpYyPD4A00mvkF8+f+cu//Mt/+ed/Wmct4ofxtyeNeJs8LofrdrlnqbMyqczn87FWWUAOrSyv6HV6kKxYLNrtdplMptfrb1lCELXBbrObDCbuBjeVupNS4Dak0SISfhqJXSpLozI+sbBarZ/+9Kcvvf2GlFHGHQGQRkadisdhvfjCc/29nSa9amAQB6TR777381++dMQfSeQQJAO9zSJyM98ag8O5yuOFMumZxcXVTZ4/kaCvrs6z15RmM215JZzJbE0sNxiMu5vrwAhSQBB7IGAPBO74Ng3Rn/xi19IoGEGKIiRxBUkNIHBmR1ZllPGJQG9v75/8yZ9sbGzc74KU8bFCoVCIhP1Wk8ZsUNnMOptZazVp8cND5Kqa1Hd+cP6b/3z0kecCjMX02maKzb1OFje7wS8IRDtpniLLcEORFRa/D63AE5LrG6st7RIsToTBMWrqvYx5SCguCEQZLs/LnE+uc5RDI0Wh+IZZlZjnCfM8YWB+0ThBgkS3SPx+mV/fiHz/H1PXarbVyY2lUTgUQBDkvaLCllHGxx35fP7BBx/89a9/UyyWQ9eXcYchFglmKSTq9OQshTRDnpqjTtfU1Y1fqUx+9we+v/qa70sPhb76rdAD394N49/42+Q3/y76te+GvvqtwFe+Gfzqt0IPfCv69e96/upB1xcf8P7N18MPfjv8wLdDX/2W70vfCD3w7dBXvxXeRbbhB74d+PJD4Qe/s5vE75fB//k36brmrRVyY2mUPFbhdtrisWgsFo/FYrFoZJeMxyKxaCQSDoZDga2MRULRSCgWDZdZ5keFmXSSxVr99Kc+RZ6eSiXj9708ZX5UGQlvGw8j4WA46CcMD3d0dHR1dpXY2dlJGhl/9d8ee/p7Pz//m2cDFFp6kZWcXy0xu7JWWN94DxY53CKHCw7AX2hjExy/neCdv+/NPJuTY63fMtntk7MBOZy3lkbQhQv5Qh4q5jPpVDqdyuVyUDGfzaRzuSw4czNm0qmg32vQKl12i9NucdotLrvF47JxOezRYXzQ6/S5bGWW+eGn320P+Zy//MV/fuXLX3bZTEGP474XqcyPIv1uu92it1uNYDB8+68Z099XCh+3FWqD9aGf/v6Lf//of794xB9NFhAkhyA5BMkiSBZC8ggCvR/CO/6Fd31tEUEKN8rkDrKIIFu2mbjJjhLIpUvxoMdqvx49IhcP22xeBEFS8WThVqq7RDzmclgcNpNBpzIbNCaDxmrSTU9OdHW0J6PBaNBbZpkfckYCnkQkYNQqP/vZz165dCGbiNz3IpX5EWUs6PW57T6vy6hXG/Vqi1FrMmh0asX5c+cCgcANpJHO/P2fPPO1Hzz8xHMHA54AUkQKmUIhU4DzcD6Vz2fzpagK0Nso7YMHvRulZZZ3ziDvOgOOYQgGx+DgHRSgYv4ds4md+d9ZwDCcz93I3yh/6thod/PlqnaxLYQghbGB9orDx6mrK7Nzi7c0U4/Hok672ahXq+RCIX+DSp5Wy0VT42O93V2JSGB7XKYyy/xQMpeMXrpw7n985jMmnarcb8u8bUYDHp/b7nZZVXIRbY66xlrWKMVyieDSxYt+v3/n+KnSmoA0evL5w2a9qbmhGY1Co1HopoYmk84E3FdtNptGo3nXqBuP78zKbDa3tLSUZB4MwyMjIz09PaVYi0ajkUqlgmOr1bozACkMwZFIZGhoiEajQfBdXzq9sabO9forJKpAJ+fMzssQBGIvkFoaGjp6W4kkukxpvqHF+ziF8crhM/MrnGQ85rSbzQaNUiYawGDb29q0KglpgliWRmV+VJiI+DUK6V998YsP/+bXiUggGvTe9yKV+RHl29LIplVJhwcHW1taxYJNpUx4S2n01Atvifmi2tra1dVVKpXa19fHYXMQCEEQZGZmprKyEkEQh8OxsrISCATOnDljsVhUKpVSqbTZbPF4XKfTZTKZlpYWlUpVyhyDwbz11lszMzPZbFar1Xq93oqKCo1Gk8vl1tfXc7mcTCZbWVnJZDKZTMbj9iAIMjc3t7y83N7efnv7GL0v3FgahQ/vHRkiUckTDI4OQRAELliUm4ODA1evXjx3pcYRv4E80puste1op8eXSsSddrPJoFHJxdNTk6ieXo2yLI3K/Cgxm4z293bv2bNngT6bjofve3nK/OhyizSSjA4P4wcG5BLBLqWRVCTt6empq6s7ceIEbhAn4AqA8u3atWvPPvus0Wjs7+8fHh622WyHDx/2+/2tra0EAgGDwSwvL+/fv99isczOzlqt1lLmdDr96NGjMpkMh8Pt37+fzWY3NDS0tLTY7fa6urpUKjUwMFBVVcVgMKampsAefVNTUyaTaWBgwGaz3WHhswM3lkbIhbNsCqGzb9yduq6Zs6tFWrtrnjQyQp5P3dgd+DrisajP43A5LGa9yqxXCXkbVpNmhjxVlkZlfiQYC/kCHucvf/GfDz74gNtmju0M+19mmbtmNOAJeJ3hkM9iUIn4XJ1aZjVp9RrFlcuXdzM3qq6uZrFYM7Mz3T3dHDYHQZBwOHzq1Kmqqqq+vj40Gj0zM1MoFKanp9fW1gQCQUNDw8mTJxcWFp588smLFy8ePXq0q6srl8shCALDcGNjIwqFunbt2tDQ0IEDB9bX12tqalpbW10uV0VFhUqlQqFQPT09V65cGZ8Yl8vkCIKIxeK+vr729vZYLHbn5M6NcTObuuv/IzBULBaLxeLWbdTfPrcdEAQVi8VYNLK2ujyMxw9iMXgcdmgQNzyIq66q7GhrTcVCsZCvzDI/zMwmo4tM2h/98R+3NNZnk9H7Xp4yP9JMhP1Wk55MmsJhMUODA3jcAH4AO4BBHzp4KBQM7RyRNXrr2+tGhywGc2tzK6oP1d/X39LUYtaboSKUTqddLlc2m/V4POFwWKVSwTCcyWTAHEin0+n1+nQ6bTAY5HK5QqFQqVRgf1QYhs1ms8PhsFgsuVzOZDIlEgmz2ez1eiEI0mg04XDYZrPZbDaLxZLNZsOhMFyEQZ672Q/pg+Mm/kbHj+k1Cr1GrlPLrlMj16nl20/egHKNUkLADzQ11rc2N5bY3NhAmyE7bUa7WX8btJl195i3V84yPwb0OC0Vbx3++tcfVMqELpvpvpenzI80XVbjJofV2tzY0tRQGg9bmhp6uztsFpPf6/Z5XCWGAt41zubf/d+nv/aDR5547mDQG0QQBCkgSBFBYCSfyt8sTt1dwt3b3+iGuKn3q1ImvD2q5CKjTmkxaixGdYlWk8aglSukgtujSi5SycVqhVirFGuUYrVCpFaINUqxVinWKMQq+Z2lSKOUqOSi266BMj+61KqkSwu0P//zzz37zFN6jbzcDcr84NQoJRajxmrSWI1v06SxmjRKmVAh4Suk71CjEFGoM3/3b0997e8feeK5g363H8pBwMK7kClkk9l8Jl/MF6HCdfPr9yZUgBAYKRbeOQO8h7aeeSdxcXuGhVwhn82Dq+AifMvbfUBCBSh3Q3+j5PFj7zkBeq+5EXiHtSpp6YxOI9fdYkZ1U2pVMrNB43ba3E6b02Gzmc1Ou8XrdvjdDqfdZjWbXQ4r+PVO0et2yKUipUykVojL/KTRpFe1Njd87nN/NkEkGDTy+16eMj9R1Ktls3O0kjQKePyRQMRtd3scnoAnkIlnCtkCDMNgW3H4bZT8iuB3I5vNJhPJd/6H4HQ6DWzB4R3IZDLA6eed5MXr/kaJeKJQKNzwqjuLfD5/g7lR7tQpv8cG6HHZ3Lujx2V3Oaz8TY5Rr3I7bW6X3eOy2ixGm9ngspt3n89W+jxOj9uhVUkNGil1RVYxZD3ao5+eFwxMMutH5Ycw9p4JhVErBcLPbFDrNXKzQa1VSQFNepVRpzLpVUadUquWmQ1qnUau18jNBo1GJdWpZRajxmzU6NQyvUYBLjTolBTSFJM2q1VJ73vvLPNeUquSqmTCH/79D/7hRz9UKcQapeS+F6nMTxS3SqMnXzisU2kvnr+IQWPQ/egrl66oZCqwkKPRatbW1rbquOx2OwxvD0xgtVovXbrkdDpLsqq3t7epqUkoFO7Ukjkcjhv6G9ntdlQ/ikAgZDJ3PXb2TaKmHq8Qi4V8vlAoFKkUEo3yOsF4bdKr9Bq5RinRa+QmvdKkV5bOqOSiYTxeo1YZtAqNUiziy8xGs9lsWebwBMJNrUpaykqjlOjUMq0aSBGVXiPTqqRGndJm1l0XHiqpWiEGgk0pE+iVoollydW1/EtdPjKDNzG7WD2tPTGbuYJT6VVCtUIsl/LnZkhi/sbcDMmkV6oVYoNWQZ8lLzBnmXTq8iJdIRVMT46J+BsiPocyPa5TyxRSwfQUcXpyTKOUSESbc1QSkGoTxNHmhnp9+dP4E0ajTtnV0fJHf/RHlVcvGXWK+16eMj9p3CqNgE1dZ2fn0tLS5OTk8PAwd50LpkETExNgixOZTIbBYOx2+2uvvabVahcWFpaWlkQikcfjYbFYxWIRh8Nt9ZMdGxvbv3//8vJyKBRis9larVYgEHC5XJfLRaVSc7kcg8HAYrHhcDgcDhv0BgRByGSyWCzu7e0tSbV7LY3Ur518osb6X+etj5w3zS1IdCqRWiHWqCQTRIJGKZmlTPE2WHq1jMtZnafPLM3PzdOpfC5bo5SoFZLmxsblpUW9RqaWi9gslcMVkBq9nfjNlWW2QStVK8QquUitEGmUEh6XLRFyBZtr05NjfC5bIuSyVxZ6u9up5MmlBZpUtKmSiww6pdtpU8mFepWYwpK0Mu1XJwwSsdigkZJZUty8nMaWaJVirUq6xlo8dOD1SSLh9X2vsVcXNErJDHmyo62ZOIqvvHqpu7NNJRfRZ8k8LntjbfnyxXNOm1Em5h09crjq2mXyFLGpoaauptKoU+o18rI0+mTSYtQ89ttHvvCF/y3krevUsvtenjI/adwmjaRCSXd3d0NDw6lTp3A4HJ/LB9LozJkzjz/+OJ/P7+rqotPpHo/n4sWLkUikq6trZGSks7OTTqc/88wzQqFwampq68Z6VCr10qVLGxsbLS0tL7zwAhaLffrpp994441gMFhdXR2LxYaHh1tbW0dHR7FYrE6rQxCERCKp1er+/v57sNvkjaWR9/DZPopjZDl65PLm9NSyXiPRqqRU8sTVyxfaWxp/99ijhw6+MUOZqnjr4OOP/fZnP/3J7x579NSJY2aDSqOUtDY3r64s6zVytUK0siKXq60CoWGKJlsV65Y3BHq1TKMQqxVinVpGJo3jceje7o4jhw92dbQyadTfPvrwk0/+7qUXn3/4v39NGBrQa+QlaaRWiJUK6cg0d2VdrFWJ1QqxUS22aEQG9fXcFpmzzz7zVGd782OPPbL31Zc2Oas4DOrs6RO11ddqq69dPHeGgMdWXbtMmhzr7+3c+9rLTBq1t7v9kYd/c/bMybaWxuefe7atpaEkjVoaG8rS6BNFvUa2wJj99Kc//ezTT5abvsz7wndJoxffkgolV65cWVtfYzKZrW2t3DUugiDBYLCmpmZwcBCLxY6NjU1PT0MQtLi4uLi4qNVqm5qaLly4wOFw9u3bd/HixRMnTrS1tZX8jVpaWoaGhqqrq+l0+vnz5xUKRXt7O4FAyOfzJ0+eVCgUGAymv7+/vr5+fn4e+BsZDIaenh4MBpNMJu+PNIIunLVo9R6Ht69niDI9odfItCpZdeWVw4feHB8bevWVFy9fOicWbFQcOfT8c7//+c9++twfnj1z6rjZoN4mjdZWFS6HV2v2SlyhjF7V2k7s7RvTqCQapUQq2hwaxCzQZ954fe+zzzz1xut7p8ZHHnn41xVvHap469CjjzyMw6L02ndJI51C3Ikiz8+v6dTbV3S0Kuna6sJrr7zU1d5y6cK5uppK3gYL09/z5hv7OOxlwjCu4q1DSqmgoa66rqby6pWLTz7xGB6HXl6gXbp4rruzjUwaf+H535el0SeZVpP22NHDn/rUp+hzZIO2rKYr8z7wXetGzx9yWBzjo+PEUeIEcWJkaMRj90AFKJ/Pg03BU6lUPp8vBewJh8MIgoRCoXAkDMNwJBLxer1+v9/n85UCpEaj0Xg8HovHQMpsNgvDMPATDYVC6XQ6FovF43Hg6JpOpYGFdzAYvAeLRjeVRplTZ4Wbep7M0dzRS52e0GtkOrUMjeret/dVPA794gvP7d/36iaHdeHc6aefeuKffvyPzz7z1JXLF4Bt9FZptLGmjsay1nBOavEh4jXa8vS+s40iwaZGKVErJatLzIkxwr//7Kdvvr7vl7/4D3Rf99NPPbHvtVdeeemF3/320THC4Na5kV6pmBIOvDz/38/SfieScjSKd60wa1XSlUXGiWMVzU11hw8dOFZxeGgQw2EvXbl8QaeWcTmsmqqrbrupt6v9WMVbS/O06qorHodZoxRfvXzh3JmTQEQ1N9aVpdEnkxqlRCrmffc7337st49YjOr7Xp4yP5ncYVMXQJC3d3RAEBDDe+cg/o79ws02WICvm8PdVA7c8BcYKeaLpavutkHdTW3qMqfObvB0NK7vSi2WPEUFJgbjo8NHjxyuOHLowrnTL7/4PJNGbaivefON/S+98NyBN/a3NNfLJfxt0oi7rglGIbbDvylSIus0Dn/mbO2AkLsBrBhIE6PNjbVPP/X4tSsXnn/u9wQ8tvLqpUsXzl69fL6jtWmGPAUs3IA0MiqUXYrW15K//7nga5uCZa3yXdMjnVq2vEh/9pmn2lubVpeZ05Njr77yImtlvrrqqlS0efXKxWuXL9rM2ulJ4vAglrU8X3ntkkmvGhrETBAJXZ2tp04eww30V1deAeYYZWn0SaPZoO7ubN2zZ093Z6vZUJZGZd4fbpNGfrc/l8plEpkS85l8sVAEuwPd0OVoN35IgHARfidxoYhACAzBcBEGOcMQXPI3Auff5cYEIcVCES7CMAS/k6BQBNeWEkBF6HqCInxLj6Wb+hvZXn7t8uWm0+eb971RMUOm6lRStUI8ShgcIwy2NNVVHDn4wvO/p8+Se7va2KsLTQ01a6zF9tYmqWhTrRA31tcvLy3q1DKNQkSb22jEjB8fRE/SqBtDwzV16ANvNgk2ORqlWCzYGBkamKVMtjU3mA2qc2dOXrtysbuz7crlCyeOV7y+/7XqyisKqcCgvS6NdAoZTTFdr6tpUlyRyja3zY00Solgc32GPCkT84w6pUEr53PZcgmfz2UrpALq9AR3fRVY8Rl1SoVUwOOy1QrxxtoKMPMTbK6xVxdAmpIVg04tU8lFZX4SaNQpH//db7/33e8o5SL1/S5MmZ9Y6lRSGp1xU2kUzxRyhWKxGI/H4/E4iPezbZIEloh2g0wmszWHaCSaTCRTqVQ8HodhOJVKwRAMNHXxeHxrtsViMRqNIgiSzWYTiQSCIMlEEliHx6Ix4LQEEuRyOeDelEwmd6Pru7GmLlZRIRXxpSKeUi60W/ROu9lpM3ndtoDPabPoPS6r3WJw2EwBr9PttJgMGo/TGvA6nXaz024eHRmRSSUel81pN5tNeqlMKFOIV5Y5fXhmP2qWOEKzWQwgpd/jcFiNVpPOZTerFBK1Uup12XRqxcb6qkwiNOrVDpvJ53GEgz6jTm7UK216rUtrcuvNJr3qbcvyt6lTWgxqh9VgMahNOqVJr7KatGa9ymrSmPQqh1VvNWmNOqVJrzLpVdfP65RWo8akV5kNaqtJYzVpQRqbWUeemuju6PC57U67qcyPOW0mn8fBmKP8j8985uKFc+GAx2m730Uq85NJm8luNZApM3/7L0/cTBoV88VMJkObo9HmaD6vrySE3C53sVgsFApg9Wgn3C438GAtQSFXGA1GcGy1Wje5m5vczQ3OxuLCol6vX11ZTSaSCIwE/AEBXyDgC4BAKhaLSqWSx+PpdDqRUCQUCLVarVAoFIvEOq2Oz+PL5XKlQsnn8XVanVgkFgqFGo1GJBTxeXyw3PW+pVH08OGFefoCk85kzM1SyQz67NwMZZ5Jp9NmGfQ52tzM3CxlhkqeoU7PUKfnZingYIY6PUOZJpMmqRQSOJ6dIdNnqfRZKoM2szg/u7Q4t7gwN0slMxk0Om2GPjdDp80yaLMzlOkFJp1Jn6PPzSwvzi8tMucZtLlZCoM2S6fNkKcnRodxYyN4Ah47MowjjuDHx4YniISxEfzYCH5kGDeMxxLw2PHRIcIQljg6NDI8AM4QR/CjwzjC0MAkkTA2gh8ZGhjGY0sEeRJH8JPjI29nNUAYwk4QCV0drT1dHUzGHH1uZnaGPEOZZtBm52YoM5RpBn1ulkoGjzbPpNHmqAz6LODsDGWGMl3mR4xUMpMx9+STT+zZs6e7q4M2R73/RSrzk0cqZZpOmzEZtRVHz3zjhw9//YeP3mxuhCAIm8VeXV7NZrN8Pl+tUifiiWnSdCQSCQQCZrM5m82yWWyRSJTL5mxWm16vz2Qy06TpQCCQTqelEmk4HI5GoqxVlsFgAOM+n8cHwsZkNK2urLrdbqlUGo/FEQTRarSRcEQqkQLThmw2KxKKcrncwvyCWqWOhCOsVZZUKhUKhBKxRCqR8jZ5ILelxSW5TB6Lxfg8fjQa1Wq06XT6dqSR4Q9/GMBiBwYG8Hg8iTTV1NQ4OjpaV1eHwaAHBwcnxsdJpKmbkTw9PU0ivUeCycmJpsbG/v5+LAaDwaAHB3Ek0lRnZwcajR4cxNXW1qL6+vB4PJVKwWDQONxAd3c3Ho8fGBiYm5sjEom4gYH+/v6WlhYCgYDHD46OjlIoFCaTgUL1zc/PYzAYMplMJpNnZmaGhoYmJydnqNSa6mo8Hj89PU3egpGRERwOh8cPNjQ0EAiEgYEBIpE4NTnZ0tIyPj7e1NSIxw8ODeGnpqZIpKmuzk7C8DCJNNXe3j5OJJJIpMnJiaqqSgwG3dHR0dPT3d7ePjQ09B5PXeaHk9MkEg6H+9znPvfTn/6UQibf9/KU+cnk1NQUlUrZ5LCe/f1LD/3okfeQRhAErbHXFApFMpkU8ARcLjeXy21wNuLxeCgUWmOtRSIR8jR5dmbWYrYIBcKR4ZFIJMLlcuOxuFarnSBOKBVKuUzO4/G0Gi0Y90VCkd/vj8ViSoUSeMuKhKJIOIIgiEFvcNgdQr4wFosVi8VcLicUCP1+/8ryikwiczqcS4tLRqNRKpGy2Wy7zb7J3eRucAP+AGuVJRaJ3S63RCxRKpSh0A0Clu9KGvF+9aujR4/19fXxeDwEQYxGo1AoPH36dE1NTXt7+/jExC3zfW9UV1cPDQ1PTk4SicTl5WUEQTwej9frXV5e3rdvf0dHx8bGRiQSPX36NJFIXFxctFgsS0tLPp/PbDZPTEy8/vrrR44caW5u7uvrAzsbMpnMkydPEonEM2fOzM3NIQiSTqcvXbo0OjrK4/Ha2tq6urq4XO7WMiiVShxu8MSJE88///y5c+fGx8ddLheCIDKZbGZm9ujRo62trS0tLVKZDEEQCoUCapNIJILLDQZDX1+fTqebm5urrKykUmc+YJ2Ucb8wPDz8p3/6p3Q6/X4XpIxPOuQSwXPPv/oe0gho6jjrnE3uZjAQ1Gl16+vrhULB4/ZYLVafz7exvhGLxdQqtVqlDgaDNpttYX7B7XYHAgGTyRSPxwV8gdvlDoVC3A2uUqEE9w2FQiKhyGazyWVy4C0bCAR8Xh8Mw8lkUiaV6bS6dDoN5JPNZhMLxX6/X6fVyWVyv9+vVCh1Wp3f75eIJTarzeFwiIViv8+v1+sVMoXZbOZucBVyxc7IQ9twY2mkePxxHo9Ho9GcTqc/0nAwAAAgAElEQVTRaCQQCOvr6+fPn8fhcOfPn29padmaBQzDBoNBIpG8953UajVY2tLr9bW1tSqVSqfTgd1w3W738PBwMBgkk8l9fX0gJlIsFrt69er09PTRo0cJBMLJkyfVajUMwyQS6YUXXhgeHu7p6ens7AQLcXq9XiwWX7x4US6XG41GBEG4XC4Gg+no6Ghubk6n01KplEgkWq3W0i7xHo9nfn6ew+GMj4+zWCw2mx0Oh1dWVhYXF/v7+zs7Ozs6Ok6dOkWj0dxud319/crKislkqqyslMlk8Xgci8X29vbOzc3V1NR0dXVdvXq1tNv8NmSzWYFAAOJqxOPx4eFhKpVaKBR0Oh0ajRYKhblcTiQS3RuL/jJ24le/+tXPf/7zbVr1Msq4x4BhSCbmv7c0Ku0oAb8dOHXL5Tc34N5Fgp2/lqwYthp5gwMIhm5YjNL57QkQuOTz9B64sTSyv/LK4ODglStXmExmNBqtrKxcX18/duzY0NDQwYMHu7q6tmXR29tbVVUF7o3H43U63bbbJJPJ7u5usMJms9kwGAwej8fj8Vgs9tKlS6FQqLOzk8fjYTCYffv2TU5Ogk3da2trUShUe3v7/Pz8xMQEgiByubyvr+/IkSNEIrGvrw9sDi8QCLBYbF9f3zPPPIPFYgcGBpRKpUgkOnv27MmTJ8ViMZFI3NzcpFAoGo1mcnIS1AuHw7ly5QoOh0OhUFgs9sqVK0qlUq/Xt7e343C41tbWtra2gwcPLiwsMBiMl156qbKyEoVCPffccx0dHT6fb3l5ed++fTMzMydPnhwfH3/rrbc0Gk0oFOru7t5m1uL3+48ePbqwsIAgyODgIJvNnp6eplKp/f39wBdao9F0dXXxeLxb6lXLuOPg8/mf/exnJz7wdL+MMj4gdiON8tk8DIJ2wwgMweAYgiBwDENw6Tz49/oZcFz6C79zHoIgcPnOC0EM73cCe4OTN0y8NU/oBsUoFRi6OWAYzudyN5BGlhdfPHz48N69e4FkGx4eHhkZOXDgAIFAOHz4cGdn57Z6TKfTAwMDCILAMDwxMQFmJ1vh8Xh6e3sRBAkGg3g8fmxsbHR0lEAgzM3N9fT0pNNpOp0uEAjEYrFAIKBSqQaDwWazvfnmmxQKZXp6WiKRAIVeIpGw2WxHjhyZmJhAo9E1NTUwDIfDYZPJ1N/fX1FRMTw8bLFYYrEYn88nEolDQ0MqlUqpVG5sbExNTRWLxa6urpJd44kTJ958883z58+/8sorzc3NCIJkMhkgmVpaWjo6Og4ePLi0tIQgyMjICNDU4fF48BE9MDCwf/9+Mpl85syZqampEydOaLXaaDQ6MDCw08gShCZEEKS9vT2TySiVysHBQQwGgyAIGo0GIra5ubnkVl3GPcPBgwe/8IUv3IMYXGWU8d7YlTQC/kYIgiDIu3YkKlznTd16QIItZxD4nV2LYAhGkLfdXbd4DuWzb9/uJrsi3UkWitkb+hsZn3uuoqLizJkzQLfW3d19/vz5uro6Mpk8Pj6+bW4EQRCDwTh8+DBYd8FisVujxgL4fL6enh4EQfL5vNPpdLwNq9Xa3t6eSqUmJycxGIxAIKDRaBgMBmx8i8PhlpaWTp48OTo6SiQSwfTCZDK99dZbVCq1r68PBLItFosymWx5eTmVSjEYDI1GA0EQiAxYV1cHwqfz+fyJiYlMJtPb2wukUSaTqampqaioOHv27MGDB9FodD6fz2QyZ8+ePXv2LA6HI5FIaDSayWRaLJaRkRHwHdHZ2QlmeJFI5MyZMxQK5ezZs2Qy+eDBg2q1OhwOt7W1bVOPJhKJ5ubm9vb2bDY7NTVFoVAIBMLS0hJ4uo6OjkAgIJFIGhsb/X7/nerZZewG0Wj0oYceunDhwv0uSBll7EoaFfPFQqEABs+dun2wzLPL24XD4ZLJdTQatZgtXq8XQZB4PO71eqPRaDQSBVLK7XZHIpE796A3xU01dY2Njc3NzUwmE0EQq9UKnJgQBFlaWuLz+VuzgCBofX2dQqGAhRM2m73zGz+fz2MwmNKaTQlCoXBubg6GYa/X63Q6SSSSVqvV6XQSicRisVRVValUqsHBQbfb3d/fj0KhEATxeDwbGxsIgjAYDDwejyAI0MIBGZPL5SYnJ2UymdlsRqPRKBTKarVmMpmhoSGXyyUSicATIQjC4XDa29sbGxsbGxubmpq6u7vBupTRaAQzwkKhMDExYbPZwJISeFImkwnaOxKJoNFotVqtUCgikUhjY6PT6Uwmk0wmc9sKRDQapdPpDAYjmUzmcjkmk8nhcGAYdjqdVCoVaDVhGDaZTLv3XCvjjqC9vX3Pnj0cDud+F6SMMnYrjXK5HIPOoNPogUAAfEAXCgWNWpPNZnO5HBip8vk8GA9LQXc0ag1YCChphqRiaSm8dygUos/RTSYTgiBqldpqsQoEAmCz4HK65DI5n8e/b/sbQRcu5HK5TCaz0writkdMv9+/c11kW25bb1coFLYO68XiOxGTSonBmZ1FyuffFc0JREBCECQYDJY+B8AD5t4GaNStV0EQBK665fJgsVjcdscyPvwoFosPPPDAo48+utOnvYwy7j12b8XAZrHZLHYun2OtsuQyeSKRIE+To9Go3+dXK9XpdJo2R2Oz2PF4XKfTCYXCdCo9PT0dCoUikQibxXY6nB6PZ2V5ZeuSilwmLxQKuVxOJpUFg0GJWIIgCAJv9ze6q7ixNCr9X0YZH1dsbm7u2bMHi8Xe74KUUQaC7FoaFQoF1ipLIVdEIhG5TL7GXstlcyKhKBKJhMNh1gorHA7T5mgMGsNkMokEIjwOHwwGxWJxJBLRarVTE1NqtVouk/P5/JKFdzqdXlleCQaDFovFarGmU+lN7mYmk0FgxGQ0mYwm/iYfBAG6qyhLozI+oXj44Ye/8pWvgJXRMsq479ilpi6TyYCQPOFw2GAwiEXiQqEQCUesFmvAHxCLxMlE0ma12ay2eDzu8/n4PL7X643H42AtQKPW+H3+VColFAj1uuuaOrfbzd3g6rQ6nVYH4tRZrVaPxwNDcKFQUCqUVov1liqiD473kkZbNRgsFgtYtYFrSudBmmw263a7t2nMdpYeXPiOcToEraysVFVVmUymxsZGr9cLtHM7NSelOwLjbGAOiCCIQCBwu93g5DbL95vVHUgMbrH1whJ0Oh2FQtkWJbCUOJfLQRCUSCTYbPbOzJPJJJFInJqaAgUuaW9LSsWbAYZhjUYzPj6OwWAikUjpeYHz87aU245LdVI6PzAwEA6HS5lsba+S+nHb+W0PW0qwrdhbK3nnfXc+FDD9gGHYbDaPj49vfa6tB7lcDhzsLNLO9nqPO25t0BsmDoVCIyMj+Xze4XD8xV/8RWdn59ZL8vl8qQDZbNbn81mtViwWy+FwisXixsZGV1cXk8lMpVIkEqmnp0elUkEQRKPRurq6+Hx+OBweHh5GoVA792y+YVXDMKxWq0kk0rbzW1t8Z88prQSAOrlhTYZCoa0dQK/XA8OiSCQClgq2Vk4ikfD5fDt7Rektu9ldbvaMhUIB5Lb1LkDTDoDsGENAerfbnUwmS00G1mvfsTDecSHytm4fdDMEQTgczuLiYqnYpcTgTKkyHQ6HWCzeVv5tzwhKLhKJdrbm1ufaZZ/c+vdmQ8H78je6S9jWrMDf6J7hptJIIpFcu3atu7s7GAwiCCKRSIARwdLSUlVV1cDAQCQSGR8fR6FQZDKZw+H84Q9/ACbUpaxTqVRdXd3IyAiJRBKLxXQ6vaqqik6nWyyW0dFRBoPBYrEUCsXjjz/OZDJbW1s5HE5tbW19fT2TyWxqahofH5+cnFQqlZOTk9XV1WtraxAEoVAouVyORqMhCAIGctFolMVi1dXVjY2N+Xw+LBZrNptRKJRer6+vrx8fH5+YmNBqtaVSKRSK2trawcFBm81GpVIFAgGBQDCZTE1NTcPDw2QymUqlHj16tL+/n0ajhUIhNBpdVVUlEok2Nzdra2txOJzVas3lct3d3dtM4PL5fFNT0+9+9zsikahWq+vr6/v7++VyuVwu7+npGRsbi0QiYO/F6elpYMgALkwkEmNjY83NzdXV1XV1dcDhyefz+f1+HA7X29sLVhdLDdbc3Nzf37+6uqrX64lEIo/Hm5mZWV1dbWpqolKpDAbj0qVLbW1tOBzO4/Gsrq5WVVXhcLhgMNjQ0IBCoRYXFyEIIpFI165d6+zs3Dr2aTSa2tpaNBodCoVmZ2erqqpaW1u3LubFYrH6+no0Gi0SiYRCIYVC4XA4w8PDzc3NO6u6WCw2NTXR6fT6+noul3vmzJne3l6dTgfu0tHREQwGZTJZXV0dBoPR6XQbGxvV1dVoNHprdEXQXjgcDtgREQgEkUg0Ojra3NxMIBCmp6dBuBAAj8cDclOr1RwOh0ajzc/Pb25uDuLxfRgMZW6OSqcfu3ypj0D4z1/+8tOf+1xjX19dd/c8l6u122sbG/sHsFKFolAsOhyOkZERiURis9kYDEZHR4ff7+/s7HS73Z2dnUwmc3h42Gw29/X1OZ3OtrY2t9uNQqGIROLS0pJCoQBvCgAEQRQKpbKykslkwjA8MDDQ1dU1MzMTiUSIRGJzc/PFixe3fkKtra2h0ejOzs54PC6TyUo9p7W1FY1GLy8vDw0NkclkiURSW1srFApra2u7uroikYhQKKypqcHhcCaTqaWl5dixY8CatFgs4vF4s9kMQVBvby/wrDKbzaCiTCYTmUx+5ZVXlpaWIAgik8mVlZVTU1N+v59AIGCx2ObmZrFYXFdXB4w/S+211W4WmA6hUKjx8XEgv1EolMPhcLvddXV1WCxWIpHU1NTIZLKpqamRkREajVZVVUUkEp1OZ319PQqF4nA4hULhtddea2pqcjgcCIJEIpHOzk6Px1NZWWk2m3t7exkMBpVKraqqWlpagmEYhUL19vYSicRgMDg2NoZCoWZnZw0Gw/79+0dHR30+H5vNrqqqGh8fB8/V0tIyODgIbMPGxsbkcvno6GhPTw+VSmUymVKptLa2FovFplIpLpdLpVKBp4pKpSqFXymBz+fX1NQMDw/7fD6dTjcxMcHn84eGhsAe3pOTk1KptJS4VNV6vT4cDmMwGIVCMTo6iuzAraVRIpPP5KEidPcI3IwAi/liIVe4q7fbxlw2dwMLb+TSpcuXL1+6dKmpqQmsdLndbtCPjxw50tbW1tzczOPxQOvyeDyz2dzc3FwoFLbZXTQ0NHR1dbW3tzc1NTU0NLS1tb388svpdBqNRh86dCgej9vtdjQa3dvb29nZKRQK6+rqGhoaBAIBsHPDYDA1NTVNTU3AFBtBEIlE8uSTT8pkMgRBgsEg8GECQ//i4iKfz+/v77dYLPX19aCjNzU1AWM8CILS6TQMwz6f7+LFizKZbGJiYnl5eXV1FY1Gm0ymtra23t7elpaWpqam48ePJxKJ3t7eqampgwcPtre3UygUm812+fLlXC5X8jfa6Val0WiAmV8wGLx48WIikcjlcm1tbbFYbGJiQqlUtre3o9Houro64GUFrhKLxePj4waDoaOjo6+vb3V1VSwWk8nkubm5zc1Nl8vV1taGIEjJzqK+vn59fX1gYMBsNnd0dGg0mu7ubq1WW1lZCaIlHT58mM1mS6VSHA536tSptra2hoaGeDxeU1Oj0+lyuVw+nyeRSMCkcGuTEYnElpaWl19+eWNjA4zCdXV12yLvVldXb25u4nA4vV7f09Mjk8n6+/vb2toaGxtLdo8ltLe319fXnz592maztba2ikSikZGR+vr6a9euNTU16XQ6v99/9uzZXC6XSqVOnDjR3Nzc0NAAPoAASu01OjqazWZbW1u1Wm1vb29HR0dvb29TU1Nvb282m02lUjAMZ7PZyspKoVA4ODio1+vRONwynzezxiZSyD3t7ZVXLndXVvU8/Ki4uu6bf/3Xv3jgwfN/+/2rP/px68/+wzZFOnfypNtmy6bTgXyuHT+4wuUiCFIoFNxud09Pj9PpBJ0Ni8WSSCQQfaqnp8disfT39yMIgsFgBgYGtFptJpMB7QWQSCTq6uqampr27t2LIMjQ0BCTycRisQwGA4x3NTU1pcTJZLKtrS2ZTK6urqZSqY6OjlgsNjk5KZfLW1paOBzOwMCAUCjE4XAjIyPr6+uVlZXV1dVNTU1ms9ntdoOazOfzRCJxbW0tlUqBuXVPTw9o5VJpo9Ho5cuXJRLJ0NCQXC4fHBzM5XIej2fv3r1dXV0oFIpGoy0sLIhEIvCFVFlZ2dTUpNVqQXtls1kwm0mn0/l83mKx9PT0xONxHo83NDQklUqB/x8EQVevXhWJRMDpe2xsDJT/wIEDnZ2d7e3t4XD42rVrDocjl8vBMFxfX+9yuUBT2mw20JempqZmZmZ6enqMRmNtbW1DQ8OBAwcQBOnv719aWsrlchsbGyQSyefzCQQCv99fV1fH4XBmZ2fRaHRHR8dTTz2VSqVWVlYwGAxQbCAI0t3dnc1mSSRSV1cX+DACPhjPP/+8XC7P5XLHjh1rbm4uFouxWGyrQwuwp3U4HBcuXBAIBHNzc5FIpL29XafTdXR0dHd3t7e3g54JwzAYcGKxGKjqgYEBCIKampoMBgPwbrw9aXTdNwhBEBjZKUW2nryZmLmeEkEQBNl6vC3PkjRCQFyG+yiNqFRqW1sbCNhTLBY7OzsPHDhgtVpHRkbAZ6DD4ejq6hoeHuZyufF4vK+vb1sUhnQ6fezYMRBMobe3t6+vb2Bg4NVXX2UwGJ2dnWAyxGQyr127RiKRDhw4UHLKdblcJ0+e7OjoAKF9wEfQ3r17HQ5Hb28vDofr6ekBe2yAAyaTWVlZiUajgccSCoXat28fjUY7e/ZsR0dHf3//yMiIzWarqKiAIEgmk508eZJGo507d85kMqFQqAMHDlAolDNnzmAwmPb29pMnT7788ssEAgGDwSiVSlAAiUSytrb2+uuvLywsALUAGo222WxbO1M+n+/u7j5w4MDq6qpKpXrzzTfBZJFMJg8MDPT09Njt9tOnT+NwuPr6ehwOV5JGTqezu7sbjUYfPHhw//79nZ2dKBRKJpMpFIq+vj40Gg08cC9fvry5uQnD8LFjx+bn5ysqKpRKJZFIbGxsPH78+PT09LVr10BEvsceewxkuLm5CT4bx8fHg8HgW2+9hcFg/H5/IpGora3FYDCDg4NbpdHc3BxwIu7u7m5paUGj0VgsdqslZCKROHr0KJPJPHLkiNVqxWAwtbW1b7755qlTp0BVA2Fcwvr6+oULF/r7+/V6/fHjxxkMxtGjRykUSk9PDx6PB45W+/fvn5mZyefzY2NjfX19o6OjW+WfVCoF7XX69GkIgsbHx1taWt54443Dhw8PDAw0NTXh8fhQKLR37954PO7z+48fP85YWjpy7pw3m+lsbGx9/EnhkWOBQxXu7/zA+tDfmr/6zeTXvjv9+b/5zJ49jK98Pfn17wW+/FD4gW8Hv/E96ze+l/jH/xv/j9+ku/pcTa2Eqmq+SKRwOHCjo/jh4UgkMjQ0hMFgwPSuq6sLjUaTyeRoNNrZ2YnFYsfGxoRCIejnoL1KNdbb24vBYF555RWDwdDY2EihUE6cODExMdHf349Gow8cOFDaBSCXyxEIhMHBwenp6UwmQ6FQQM+x2WwnT56cn58/cuSIxWIZHh4+ffo0giAzMzPd3d1DQ0Pgo3Dfvn10Oh2GYdBzRkdH0+l0oVBAoVCRSKRYLOJwuL1795rNZqvVCpqjoqLC7XZ3d3cTCAQgq9Bo9OzsrEajGRoawmKxjY2Ni4uLIHLx1vaCICgWi126dMnv90ej0Y6OjuHh4Y2NDR6Ph0Kh+vv719fXvV4vuMvhw4eLxeLp06cJBEI+n0ej0Wg0mkqlOp3OQ4cODQ0NgdU7Op1emrt7PJ7u7m7wEfn666+vrKxkMpnOzs7+/v5XX33VYrHU1NQ0NDRoNBqn0wkGIrlczmazz58/D754QE2+8MILAoFgbGzs9OnTpWk0Go32+XydnZ3d3d01NTVoNLq/vx+LxR44cGB6elooFDY1NbW2tppMJp/PB+Q3giArKyvAaXJjY+PUqVNTU1O1tbWFQgGPx7e0tOzbt+/48eN9fX0dHR1DQ0OhUGjfvn2ZTMZsNm+tBAqF0traeujQIZFIJJPJZDJZSTmxy3WjbDarkCsUcgWIsb0VEATt3jHI6XSWOp7H43E6nCqVKpF8l6kC0NR5PJ5s5hYh5u4IbqqpgyBIq9VqNJp0Og1BEIgpF4vFcrmcWq0GUsfv98vlcjB2RCIRnU63VSWaz+eNRqPH4wHfO9Fo1GAwBINBh8MBBkSgjLLZbOl0eqvWK5PJGI1GEL8uk8kASw+wEGez2cAKG9Ajk0gki8USCAQsFovdbgfut1ar1e/3u1wus9kMMkmlUrlcDgiPaDRqMpncbjfwjnK73V6v1+PxmEwmj8fjdrsdDgeYgIM3xOPxKBQKn88XDAbVarXZbIZhGIxN23SsxWIRqKFsNlssFtPpdGq1Guw5r1QqPR4PgiDgLi6XKxaLba0rt9tttVrtdjsoW0k1Z7FYSioRp9OZSCTAGozL5TIajclkMplMulwup9PpdDptNhsIPmu1WkuZZDIZ0F6ZTMZgMKhUqmQyCcNw6XjbI+j1er/f7/F4gJqi5GcGkMvljEaj2+02Go35fD4SiYBjvV4Pqnqn8104HM5ms6BNQeJCoaDX69VqdTqdjkajGo1Gr9fDMJzL5TQajVar3Wouv6290um0y+WyWq0gwqHL5QLbjlksFghBMghi8vtdJrMGi4ufu2z46wfNn/mL+Ne/l/jVo9nKuty12kIPCrJYf/L9//Pggw+GVSrE7UFcbsTjLaxxclX1qavVyeNnwt/+P7GvfDP8N9+w/eQXyZZ25fxCIp1CECRVKMjkcvC2ezwepVIJpqrhcLj0FmxtrxIikYjRaPT7/ZFIxOFwOJ1Ok8kUjUa9Xq/FYnG5XFs/CNLptFwuB97fhUJBqVQC7z3Q6CaTCTQ6cN2DYRh0s0wmEw6HNRqN8W1vOdD5QZ6rq6sCgQCGYb1eDyKGpFIpUKtgfu/xeED1xuNxpVIJek5/f/+JEyeAZAV3KbUXeNPZbDYYnREECQaDcrkcmF0ZjUYwPqRSqVKjQxAUCARA90gmkyqVCnRg0A9BDUAQpNFoQJeDIAiPx4NhwePxgCEbRF3x+XyxWMxutysUClAPbrdbqVTm8/lgMGg2mx0Oh8vlSiQSBoMhEAgEg0Gv16tUKksrQCKRaGlpyeVyuVwuh8MRjUZzuRzo+YFAAESzDgaDiURiaWkJrDDBMNzc3CwSicDDmkwm8MaBSnO73WazWafTgT6ZSCQKhYLFYoFhOJFIlF5qsGoLdJherxcMgKVhZPfer/PMeTqdHg6F4/E4GJN5PF4qlcpkMpFIBIbhWDQGOmQun8vn8xAE8TZ5iXgCdLDrlSAU6bTXJw8et4c0SVpdWfX5fCCfeDyezWShIgRB0PLScsC/3VX0bqBsU1fGxwdFvhCprod+/iv47/8l97P/QnoxCGMBSW/32iPPzXI2Nm6aS6GA2OzIIAE5cTb7o3+Dvv9j+IXX8igsErx1SPyPE0oyr4x7hlvG8AZWDGvsNe4Gt1AoLC4sioSiRCJBJVNjsZjP65OIJIlEYnJikk6jh0IhmUy2srKSSqWoFGokEvF6vHQa3WQyWcyWleUVk/H6V28ikZgYn6DT6Jubm2KxeH1tnTxNVsgU4FetVhsK34vOf2NpFD58ePWjADabzWKx7v19WSzW2travb9vGdvBYq1yuesCfoK9nnz1jdBfPbj+R5+mfuM7i3UNqwsLLKmUJRGzNjZY6+tbL5JIJCKR6GYZsjY4LB6PLZOxuNwV6gzjhZepn/oz/Wf+IvqDf8q1d5v5/BWBYHX9o9T6bDabzWa/36s4HM7GxsZ7vF+3l+3usba2dpfebhCzfzcpt44wd688pfyFPM7zL7z23nOjfD6/srwiFolDoZBSoVxdWS3kCyqVyuv1hoKh5aXlcCi8vLS8vLRsNptlUhl+EO/z+bRarc/rMxqNVDJVo9Fo1JpN7qZUct3awuFwMBlM1irLarWKRCIqhbowv6BSqMCvnHWO1WK9b9IocODA3McFNNocg05jMujzDDqdTmPQ6TQajU6jMek0Oo12v0tXxgcAjUZbWpwZxJP/478cf/6F6I/+Nd3dJ6DTZ5hM2uoqbZ75QfOn02kLCzTW6tzsrJPGSB08Ev3SQ/z/9TdTx07M0eZoCwt34BHK+OiDRpujzc3R5uaYjA80pDCZDOHm+i2lEdCW6/X6RCLhdrnNJjMEQalUyuv1xqIxk8mUzWSDwWAwEAT78hgNxkgkkslkPG4PBEFulzsajebzeaPBCJY2EAQJBoNWqzUeixeLRYfDAVSO8VgcxOG2WW1lTd0dQx5B0hCSu6em82XcE9Dnc//wb9l//fdsTz8UCN46/QdDQSzNvnU889D/V3z1dSR+113Ty/ikYZeaunuGe+1vVPy4SyNzuLhmTE5ses8SpDMbhm4yz+wKjCyIXrw6iKXxcsW77mBcxjb4onmTe7s50PsFnEqlqupCX34o/tK+otF06wvuHLKjE5Ef/Djyzz/LzS/ey/veWSSzkN4VdwbuevCxjz00/mw4A5kixUN9co7Ee9v57HZHiXwRKkBQAfrgOzhs229iW56FXKGQLdzdXSR2s6PEx0kaqYMFqSs3I4sfwmmm1vSben/7jEIg152o6dE5fJl7K/zLCMSQV7FOFGO74dn7ApxIxp74ffB//nW6pvFOFex9AXI4Ewcqgl/4SnZo5L4U4INjSR3/h4vic0QbvItNOct4D2xa46ZIkSDP/OTYwjJve+CG3WNXsRiyhXf8jZDrW9uBM9ePYbh0cisRBNn209YckJIL05Y0wOWotPXRDbO9s8zn8h/zuZEuWNB4c0vqxKlR/VWEw/gAACAASURBVPS6gSZ2zgmd06uSA5V948zN5A6DqzLuHvwx5Agx+l9XeatS261T3wRwNBZ74g/h7/6gIJHeOvVdRWdn+H9/VAWS1J49jFb8ot44wUnCZQ3BB4AnUSRw3L+5svrUFdG1QV/7lI+x4bqNfHYfp26Tu8nb5JW8hZC3IyS9h7/Rzt0YgNsMOHbYHWq1ms/fHhoVaOoMekMysdttkz4IdrVuFEiGVV6z1GmQOPRiu1Zo1QhMSp5BuqGXcLQCtmrT5r/9L4K7DV2woHbnGYrE8WHNyJIaTZdEEmmL3bUhkhtMVuTuhwK8bURSRZU7K7Gnxdak0BIXGCM8fYir9XPU3jWla1Xu0Do/1DbH2QKSzr1TveEkcnY6tq9HqbcEovHb3HMdjkRiT/4h/L0fFpTqO1TMmwKCEYM/L3emRdakyJIQmGM8Y5irC25o/OsqD1vlXjP4g1WN4S98NYsn3O3C3HFk8lA4kWkkin92RTW5lkC2fHCHY7fZOp802KIIQZzsXfFeGKH++xtV/3lk9Uf7V7705NKxhvXbyG2XceogCJpnztPmaNFI1GF3uF3udDq9tLgEfI98Xh9wvwNuarFoLBaN5fP5pcUlIL38fj8IB8pZ55TiePn9/tHR0dWVVavV6vf5A4GAzWaLRqJwEYYRmM1if4isGKi69QMLfa9QO54da/gt7tp/dp//18bjP6x847vnXvna8We+8MZvGkZ77kFZbw+6YEHpLdIUyaNDuvFV3QBDsq600bmqa2jaHEed/xB/FbIM2QOk1HOExGOo6H+1+/6t3voPl7V/e1L6wGHeF/ex/+w5+sHWGQT+kO7NE8sgA4Ji00qKpi6Q5RmiKHFsIvSDC/ILo/qrE/qx5dvR1EHBYPzpF8J/9w8FufKOF3gnMnn4IiPxCjH59ED0v7tDP21x/lOV4fvnZN+q2Pzymyuff5X518/26N3+fGtH6IsPZj5SAimVh0nyQtd6elIY/2Wl9OFOb89ScHA9gGP5z47ohhZU97uAH3YE4/lIChoQxNDr7nWNr3pwcu+ZmoU1acfI2p/9e39Fw4Y3Uiy+Tw3o7qOmcje4MpksX8ivsdckEkk6nZ5nzKfT6WAwKBaK4/E4aZJEm6N5PB6JWEKn0VOpFJPJTCVTVquVSqbqtDqtVrvJ3TSbzeDWyWSSSqHOzc7x+XyZTLbGWqNMU2RSGfhVq9VunYfdPexKGi2aeD3S2Q7RXPX6xMXl4ePzA4doffspnS9PNP9hrOGR/vOdE5h7UNbbgy5UUHvzTFXi+LCesmFU2CPNVIVQZXrrWo/W5st9iNeNuOZM93q6k5WpZiTOUyInpwJHRp1v4A2vYpXP9Skea+VfQpGh4od0l78VTfJXHb5/74j8uNbx7dPyz+9n/b/Pz33uOeqfPk3d8+uxDqriNvJMHj8b/vr3CvLbufY2kMrBqLVE33q6ZTF+bS5ybjp4YsJ3aMSzD+d8vt/yTJ/9p0fwGpMFQZBUdX3oiw8UhNvDQn9oIbIkH+32/rw98pNmz79cUz/wFvv/eW72j5+Y3vO76T2/Hmsmye53AT/s4GqTYmeWoY1P8J0iR2LDFB1lW1ZNcbkn30TSXiDIcUxbLPX+vhR3Gxkok2UymOtr6z6fTy6XMxnMXC6n0+msVqvX651nzIdCoTX2GpvFttvsSoVyGD/sdDqNJqPFYnE4HLRZmsFgMJvMqyurQoEQ3NpisTDoDB6P53a5eZs80iRpeWlZq9YiCALD8OrKqkFvuPOVuAO3lkYwDGt8RkfSY017zUmnOeMSxbVrUclCaIMRZlMiqzjb9Mj89jC3Hx5ogwWZMzcjjVXgtRMs3QjLILOGppeFL55uHZ1jf5jXjfS+Yjiiyifp+fhsLjmbilTGw8/Hwz+ORx6IRb5qd3yZTL+QzX1I53aRZOHCsKKiX4idN/bRND0ziqcrF79/fLkGR7/WQ2Su3TwUwk2Qm2OEvvSNdFff3SjtDZHMQnJH1hdDPFHEEkL0XoRvg1nGwry2uGpCFszIlYEljd6IIAgcj0f/4zfRXz4M7wgd9uFEOltomVaexom6qKp/PMb457Pc2jFxD1XSR6Rf7SHSV9cR5EParz4kYAr968ZEDEL61vxVVG0kh3BccMWQzBbJRRDkzIT2cic7En9/sd12OTcCO4YEAoFcLheNRMGspVgsxuPxTCYTCoVA9OpMJlMsFnP5XCgUAtHdwOatsVgMBAcKBoKl7VyTyWQkEsnlcwiCRKPRQCCQSqVy2RwImRqJRHZG/Lob2JU0UnlNxqhDHbWqIxZNzL7ml8x7uWTP6qRvkeBndhsmh5lj96CstwdtoLBuTo5y/W+gxMOLyv45QSiWsLs8QqnWZLF/mNeNtN6iL7iZimCTIVQ62hoPPBzzfynu35P070kF9njMeyi0Q9nb3Bf+XgCGoOKWqVssmadzZHknG/GxENci5GHDhd2uT0A+f+SffxZ7/Nm7U9IbI5ktimwpcxCROhA0D/r/2zvv+Diu694ziZvkOC+xU5xYklVoW7LiJ5cXJ1Gc2H6OYzuWy7PloqiYlESJHawgCfYqkQSJQoAoJED0XhfAoi0WCyx2F9jee+91Zvv0ue+PAUGQBEmQYpO838/94DM7O+XuzGLP3HPPOb+LEvIUF1vXAv+qzFEjyLCMYO+FccYaAQAojxf+xr9mTi1Rm/nhhKTodCZ7sk3109OOMQnzTBYAkWkQnAI+DuWfpon78QP0IaWXYx5RRYcNibeq5Kf6dHx7em+PbXO1QGhLXBBGXj0zufNgewy6vQv4MOgbXd2hh0bf6EqXaFrrt5phlz5u10I2ddw6ERSz/NPtvokW/0idf6TY0Nk4soRcx0OCMUpI3EivHNpUp+2eNvUIza2T+mGR/kQte0ige5jzjYx+xB7y+aIGd1jrjwpN3nqd+6jauUnt2KRybOZr1zazyvAPUU4vFggrmvPefvlSUQG/+4x57Dju5y1z1/TOAuiZ50nztRIe95QUSkocSUsEmEJg1EBdlFB5g+CX1dC+PrhDA1q1YFvFhN58JdUJOVcR/fun7psj8QMid6EbLhj/67SDJUYAAAANeCRNm9/+bc2ZPfzus6ax47if+6D7+PAyztUK1V6RKTypcPliWYUzzpE6DR5oSBr98v/0vLGXVVs3kc7e3qPiMhUlSJykSZom6asShi635echXZO0RJP09flGOIpf/xZFUDRJX7VAzh9qfkuCZNYvnGW+w1d3gKbohfUUQVEkhd0y34imaY3PqI/ZlZBVGjXMRXUDPn6Hh9PgGr7kHax19Zeo6uofYmtkiBDaADasSW6qN3ZNmwXG8EWOSaK25p2o0TsjD/O8kcmX0vopTQAovUDpBWMmwNKBLjVoU4J2NaiaBZU9fAJ/iAdHV0PB2pims/hoHuvifhuvMiIsRPSVyxmb0qk09Pw3M0ffu+WWd5cUQohtCX0Q6INA46WbxcRbramt7ZE+DSXQB6e1/sKaTrPVvrA9FY7A33ox9c7Gh3nAvQDPmPrucd2pfj/jlKPiekjTWXpsS9+FfTZeZVhUiOjOA/rh/e94sCAIii7ll6hnub76q54fvtVjdt72tP/yY+pQFEVR9BpVXHBZ2ZleisunuAJT23vhXUaNafE2TL4RAABFUabQOE3TgAaMdBMAgCRJJnAcRVGmnv3CQRbL0DDKqNd3OBFPoAi6uIA9hmG3HhupPVoT5NTGHYqYaS6mZfn57V5Oo4d9wcMWho+JpN+r7zp/u5f+vuFOkDo/xtXFS4esPKWrk2/xQZneCclvt77XNshD7otux52h9yYNfswcBHofUPrAhAmwdaBXDdqVoF0JKoVEZff0h8ga0SmLfapk9e9+Unb4HW7DbsPATszWvpz5CbSjG1r5j6Tbcx86uZgkQsxaYGsYWIJA7wcdMuz3F7wH+/wOuwUyDNHuScI5gnq4NHnlFiDnKqCVz9MfhmrfKZTUu+OuYJx5SadtTn7pW6/8tPTQ29yG3QZWPmZt/VCY1YcHmgZGR2rLGUUL20hSt33plp9vxJvkTfGmFldYj8fjzK88o4NzPcwGi9dYLJYFhbZgICiRSKyWa30PNEXH43G5XK5Raxh7Q1GU1WqVSqQej0er1SoVSo/Ho1QqtRqt1+OVSqVms9lmtUklUn/Aj6GYVCJ1u90z/JkJzsTinCcYgvU6vVqlVsgVLpdLp9NpNdpoJILsyr+FNVK5dZ5MyIEEDBm3PG0dhyT9kammMKfF06HQvDHe/9czEztu99LfN2gAUILOYiSKERRFMXGXHl9Aoze5Pf4badQ/DOg9CUeU9CWAIwYMYSBwggkrGDSCbh1o04CqOep899SHyBoBGk+Z24St2w0Du6GZAwnpKSqzjDQ1mo7/+OfJl/8H3PeSAcksLrbG/SnggYE9Cob11DsNwX6+SjdR88Zvf1JfUjDectwycYKC1Au7UJEI9OzX0daO+9zVuwBNpKwdorbt+v7d0MyBhOQUlXY/6D59KMncpoNugeXPG3E53GH2cCad0Wq0ZrM5lUwxghHRSNTtduM4LpPJjAYjSZKM6hiGYax+ViQcIUnSZrNls9lMJjPJnVwQR5VKpYyYvVarVcgV2WwWQRAoBgEATEZTKBiSy+SM7hSGYTKpLJFITHAmNGpNOBQeGR4JBoN6nX58bDyZSM6KZgUzgng8LpfKNRoNd4KbTqc9Ho9ed1WCoNFotJgtSoUSgiDBjGCKN8UZ52AoemtrxNXNzJrEcoeCb5sdsnCaDb3V2tYz6jqh99TM2GsXz3/FqvhWJnHPa1b+sSE0Rngql9LindP5JlS+XrGvReC7OOktHvMdH/Lt7rSfbBgjiIc0wntJaDIDonzK0Ui4uujMssY6hEIZe+o5pKb+XvftehIZvJNvVlp8UqN3Wu0dk/t6JCGxZCqiGSg5sonfeconrI7PncZcrCv7UFTy7fXJ19+ksQ/PU8JlaDILojOUs4lwduZM0f3ntvKN9Do9giAioUgul6MoOsWbymayEATNiebi8XhPd8/gwKDL6ZJKpN2d3clkcnpqOpvJmk3m7s5uRjpWKpEyWosAAIlEkkgklAqlVCKVSqUatWZWNGsxWQAAJqMpEorIZXImAI+xRqlUijPO0Wq00Uh0mD0cCoUMesPY6Fg6lZ4TzQlmBKlUSjwnlsvkPV09sVjMarEy2bgLMNZIpVTBEKzX6y0WS19Pn9lkuoU1AgCoXdpWbmvHZHv7ZHvbZFvrZGszt6WDWxkL/z5g/YqW/xnY+Gd2bd09vll/dFh8UNu4uH1M2D4mahsTtY2KWkdFLaOiphFR04ioni2cUZkfdB/vOWhbZ+yJL1PepUutpNNpkqJoGtxRu8W4mAZgZM7QOTHbzZ3rmpjrnJhrG5+TzQ5qRwr/8PIPG09v4FzKdwzvAJGrEu+xygvw898E2LxTIpPN4jhxpz0ED/PY/XYhCCIajVIUnbsaN+KWNbwZTx13giuYEYRCIb1ePz42jmGY0+F02B3BYJA7wYUhWCqRSsXSgD9gNpt7u3u9Xq/H47FZbZFIhDfJc7vcfp9/ijelkCuY8/p8PsmcxGq1GgwGzhjH7/O73W63yw1oAEGQXCZXKVVMFDhFUWaTWSqWupwujVqjkCucTqdSoVSr1E6nUyqWmowms9ksEUu8Xi9BEDPTMwF/wOv1Llb3BgDEYjGdTqdUKGUyWTgUtpgtcpncYrHc2hotDdyL2z4l7lsxdPHRtHyFtO+F60shMZAkeU35ozuAJrJaqUg4p6LuqPgAmggLp2dC8XtS8uSDf7p7AaOCfI8ODvns3NFhieZmOXEI7J1VqlEKUFhSoZSEU1eGCySSUCilkRQGAICTyRtGNtJ0tvhc/N9/QC8l3+D3+YZYrGne5Mz01Mz0lGB6avHCwsuZG66f5k1MMArctwMJqWtmO/Lt3PfC0/tgRSkgriqDjXX2wC98m3I4AQCpVGp8dHRyfFwwPX19T27eLvd2msfl3qj42A06iOmls2PjHH/0Zt92BPbNKdUoBWI+k8xoW+wGjXiMcqODWQOnbnx3bgccx5UyKaunh8/j3fIK3OgO8nk8kUDATGAErQbupMDjCwQ9RoXZ8cF6h9msLuLyp4zaDWMjI3P6q49JZW02z00vBOnQK/kCcTp1bRA2HHA7AtcmopFEFo6mACANsjm+QBqLx+36uTnRLfSNmCgGBEGymSxFUdlsduFXlwklQBCEpmmKpiiKAgDQNI0i8yEGTLwAhmE4jgMAstkstmgEn8lkaJpWyBWM8joAgKnqzezIRDEwx6FpOpPOMC+ZYyIIwrzFrGeONn/ZKIokSZqJf7jmssAwgiBMvAPznEGS5B1WTU2EBTbhegVnq3S0wCLYZBUdIPClM0mdDmdba5vJaLqDZjTMF6UI6VVVRUUVtd0Bh6G8vIw9KfQ77dOj48NjokQmq5bMiNVWGgC3STk5K7fI5lj9/TyOwBua/xXDEoFLp06zBQYAaK10amhwUGF0eqza4YF+vmhOMM4fGR03OiIhj4k7LUqksxoxb2hwUG32hD2WCf5cOovKp3rPltfp7V6/08idnk1k511kVrO5vbXNoDfcwUezmC3MXbwXxGKx5qZmnVZ3B5fdoDeEQ+GbHNyr4ZbUtfbVdmqNBu4UPxTPwB4Hd2R8hDObziJqqUCitSKQs7yuNRgnaSzR09skMkbxVHiKx7V6IRKJd3U3SywwErXU9bGTOE1jGens9JRc7dSpWT09PO602REFFBn/8c/Tew5c3wG/zz/DHTeqJHrFnF5+J82gFEtnJt/eXPST18p+9odypr30h/KX5pfLXvpD2aKX8+/+bFXlz147+evf7/jl7/e+9OstL/3+8M9WVS5s8NNV53//P2d8X3zu5Pfe3nFqYJrHU4sFRqXkznqol88ZleJxNmtBFW1ZkOn+trqG1t6RflEi6puYnApC6bjPOTnCGRmfDfhcXB4/EEujcXdFfasfJmMuaUUbO0sALBmZmpy0eGJBp6SynY2QIBu11PcNxTGaxrPyuZnJWcFUP2t4YkzAkSTx2zNRGrVaxOPY9Mo7vhR6+ZxONjs6NIhiOBp19LV2dbe2srkSr118oYsTC3oNerNWNeeOZWGfY4zH0+jUdTVVrT3sOEJFPWbulDCexSNWA2d4bJKvcNgMk9OieJZIR1w9LdXHy9rTl33eUZvi2IlCrtzqMsj7+/qECisUdHQ2nT9Z3ZtIwEI+z+Tw6VUSuVIvFWjQy2YciYUbis+WVTca9ZaZ6UmTK0xTmELMl2rtHrO8obWfMy3GFz1Je9VilTEQNs22NnW1NDQrLF67omdOMP76G2tupiiB4tfH/Vw7ZKSvW7i8vDi4bmFhcdAdgRPzxoOmaYomcfKaXZY8wo26cdUa+qqIvsVvXTn7fVDbSyVTTOiF1+O93eZxe5gH/FTYN9HTXdfBCfktZ8uqZiQar9Ve9X6pUGExzA2uXr1mx/4TZldwoKFw48Z8Fqv3xN7SC2dOTSjM8x8Uh2pKTpwsaXGZFa2skd6qwtrO4R5W/0BLzfkW9kBFYxOLF3CYj+7fsW7jlrLKqmbWWHfFqQ6uWjhYu3btFrHZpxb2FdWyDHJhwa7t767f2MmdTyvxejwigdDjvpNP5/P5mIeOewGGYkql0uV03UHH3G53HF46OIcBiRjONbS01vdwBho3bdjImlZmw4Fzx8+JVNZkxFV8ZPu+E+UYALMyVSoLAAAul9npTQw0Fq9Zs/ZQcT0JgNNptvhQgEfqe4ZRGmBh79mD+QWnK+VzUyf2l1WdOsniiwkCJH70s3TBwes7EI1GBbyJyVH2xAh7cnSYe/ttcmyYwx548Se7Vnzu7RWfXzPf/n7Nir9eveLTr6349GsrPrt6xd+8ueJv3lrxd2+t+MwbK/7m7RV/v2bF37614u/XrvjCxhX/sH7+78K+n1+z4vPvfOYf3nR94cu//9wPX/x9qc1q47AHOezBO+sh08m+rs6FWsvLgxJOs8pr2sa5CoOItWHd+l6uDImGy0+UzarMSm7HhnUbeicVAIA5mSqRAQCQfLEeANDXULxmzbsHiuoJQM1I9TQANBJq6B3OUgCPBooP79574uS5M1UlR8/WVpZpQ7eX2hmNRmd4k+PsgTu+X9zR4YkRNntggCDpmFU4JjYDALIpBABEIDMl/cHRnhm5sGdYE9aM92zcvKV9iFNxsWacJ/a57e8f3PnOuk3No5K4w1Z8vFQmlRzcs/3ddZs6h6dZ/V1cLqeovjO96LFQINMBAPTcsZoLte0DvReb2jgT4xVtvQPtNWvWvLPvdPXszPDWHTt6umQLOxHZpGCI1dbSf6745Nq1aw+cvaQUDL755js7D53SmXVHCnY2jUsWXQ9aMiSAoKxRxNL4cAAAitEABDQy3muv33hslEIwBCMJElAAUIAkSAInmEbiJPOXIqiFlYsbs8HixiQJLSwzua5XMoco+kq+EUVT5NKHvYuNJEgUQW6Ub0QHzermpqaxnt6Wuuqq+kaJ0Tna3dgxMINTxAy7perihXaO2KqS111sFAjmuMMdZ4qK6+tHbvehaZnohePnT585e7E7lUVH25vOFdePDnPe231wZFYZcasLdqzfebxY73DVnD367htvbDt48ExpZ3t1eRebz4xFZSNtx86UnS8sbO5mt3d0lJ4oGBDpOOyesjNHa/rHG947U1rbEo3DzZUnNm3dWdfV19LaUvLe/jGlo7eueM2rb9T2zmUS9nPHSxoaes8VHd20ZUePwHgvPuY1pIOmmurys2fOz8gerirpPsXomrfe5SjtU33161atOl3Za9HIj+zYNybWxvyWI9s3bFi/Z3R0ZN/u3Rc6JmN+Z8nxg++VNQ901W7P23C8pjvisxUdO/BeeZtcMLV3d8GlXj7ksxbv33WoqFHIHSosamutqGzrHYIzZPIGYyMAQDQaHR0ZDQSC0Wg0ErmTBkGxtbsa/+SxtY+u3MS0Tz294fHvn1y/r23zgY6f/erwZ76x9ysv7vrsN/a+nnfp2X/J//iTmz7zlbxPPLnx419cv+ILa//ksXWPPLPxT7/w7orH1n7y6Q2Prtz0yZWb/uGZte7HvrLqCz/9z1UVAACHw+nxeO+4h5FINBaL3d4jC400nz20/WgJhGDT/XXrVq16v7zLqlMe27l/TKzk9NatW7WqsLLboZft27W7qnVEOtG7dfu+4RmtmNuxbfP6Y9WtovG+rTv2Dc9oPXrx3l17arqm4ICj9GDBwRNFZ86ery1rb66r5Mict/udicViUqk0HAp/gKsRmZ9LT8d6autLz5XwZ4yyiZ4tO/aPTalGmhtPHNxxgTUtG+7YtnnnkMg4xxkqPVnBkxjaa09t2Ly1Y1plm5s+sPOgQKVsqT61IW9bz5RCyB2oqCjOP3LMGZ13ebnlvO3bdnXylLLx8f7BsZaK0yUX6iorive9XzjK7t29beP+ktrmusIDR45VlfckLpfmijoV5e8Vll9obGtt2LV1w8GKDqdFunfHht0nz01yObt3bjxU3BRfVMfLKuRrrOGEx3KxpLyi4pLeYOd0nBfxbzE2IjCCIqlEIpFIJK7/VtA0faPpkuvJZrMLjhkEQeLx+MJLmqbT6TRjmQAAiURi+Yf9INx4bETTgp7Oioqagb6xsgMnq+p7rb7YNIc1KrAAAKYbmk4cr2Bzx3s7+6XiuakpgUoxde5iw/iALIXek0hcLJN0WG1ROAMAyEARXyCSTcddTrsvGAUAxKM+tz+IEVQKCnu8HqfDGY5GYQhOxNNMb5LRcCSeSsUisRQiGm3dvmefNZLx6/j5u/K5El3Q53Y4nQgBSCTudrsTCM4fbNix75A1nM4mILfbE4XSgCaDblciSzDbwJn7cXsyYfvoaFdJFUs1o+hpa+kYENhM6vba2qbGbudtPpzeXbB0MujzYRQgskmP2x2KJFIJyOWw+8IxmqajQa/XF4wEg26H3eULodm0x+FwuH0omg363P5oHM2mPA6H0+OLhUMuh93tD2NI1u9yR+FUNhkPhSMQDMfhFIFi8RuMje4WWw91/skX3r1ijZ5a/9ffO1XcJjx+uvM/f3Hi19s6f/nb4x97avtru7u+998H/vJf3j/fNrtlR83Xf/LeqoLuV94t++zze97c37btQPu/fX//I09t/OTKTZ9/Zq37sa+s/sJPf7Cq4rbLON8dqHg4FInFAQB4JunxuEOReDoBuZx2XwhCMymPxx2OxFPxmNthd3kDsVDAYbcHIglA40G/2x+BYqGgw24PRuOZeMzlsLt8YRzN+t2ecBSKhYJRGIJi8dR9+f7fhGwqZrU5cBrAoYDDbg/F4ql42O32wolEIhr2uP0oQRHpuMvlowEgkYTb44bSSBqOOBz2MJQkkKTb7YYyGKAxh8MeCkdRfP5mZaCI0273haFUEo5AMBQMIZmU0+kIRSACxyJBjzcYDgb96XQmGo5e3glQOOJx2P0hGAAy5Hd7wxAAIB7xeQKheCKZTMYD3gC2KAkJRyCvIwoAiAQ9bn+IJHG/2yWTzC4nioE9xGYPsUPBEHMomqa9Hi+jE3GjYttej5eZLlpArVYvJBjZ7fYB1oBOq1uYbeJOcNOpNKBBOByWiCUSsQS792GiN7ZGFG6cm66vqOlgic4feL++iQtHkwrl7KzUajNpp9u6jxyokglnWGxuMpuNR1IAYP3DnMSHIa41nYSj8SwAAMumwrGllZhTCTiWeCgKqkI+1ZDA4VRNdfRxB7uGRVNj54+em2Kz+wdmP+IBRgAAAo//10v31BrlHWhfscgaPfLU+r948cSZDvH2vKIVX1j/3TVt23ed/9iT2362oelHvz72iWf3FRSx/3tV2fbSqZ4xdUPb5NP/tCe/bGDnpuq/fX7bI89s/OTKzZet0X8/OGuU48PKLWPqmAjv6elp3iQPRVHxnFin06WSqb6ePhiG87RdIwAAIABJREFUI5GIzWZjAr5lEhmKok6n02g0IgjS29MbjUSzmaxCrojFYjAET/GmLJb5KKRUKsVisbRabSaTUSqUsVhMPCd2OpwAAKPBCEOwUqFcKLF677iJNUqPtDXW1jT2s4YqS4rPFZUPD4p7Oy4cP3Gmua23v/FiaXlZZUnbKItdXlY6OWOMumQnjp/gfwBNzw8CTRCZdHrh6eZuQTz4yigEr7/ydFmH3WFsa6xqbh9wWVWlG3dfuNCmtd0P/at5KBoAQOJZOJFZ6l0Cw5cRi0Hh8USSIm7PhmZPF8W//yOQTlP0PZlhyzvQsWCNPr1y0yef3vDEfxUdKR768c8P/fnX9q7e33fibM93/6di1+nhPYebPvv8jh+/07Dz/e5V717cdWpo267aJ/718PaTrPxttU99fcsnn974pyvzXn3qZfNjX332sdd/vOr8PbFGFI2hWSgGIdh8sRbiVmn/NE2RFE3i+O1dewqPxxN3nHNMUvffFNPZdBrDCZKkKAJbsjw/uowHfBJHM9eVaCFQJItiJI4lYSiNIiiaRhAcQTL45U9JYDgNQDaTvr7Y2PKSAulsOqWQzi2nMhB/mq9Ra1KplEQsEQlFGIaJhKJEIhGLxfhTfBiG+/v6BwcG7Xa7RCJpbmqGYXh2djaRSBiNxs6OTq1Wq1ap5+bmDPp5mbFIJMIZ56hVap1O19nRqdFoJGIJE8dkMVvcLrdELGGyX+8pN4tioEgcx5nAPpQpdEHgWCaTwQiSINBMJoMRFABUJpOhAaBIHEEQjHgA4m8xt9Fidk93NVQ19mMAAECEQ6FkOkPTFBwNx5OJOASnkslwNA4ASMQhlLyyDY7jEBRDcTLss6l0lngKAQDEYQgjASCyAqE8jj5gOTuKJHAcpwHAkDSC4WGb/PzZi67Y/VPnxJIhjdqCJeGehsaS0popgTEBQ2mEoImMRqt1eoLJiJ/dMWD1h2gACCQJpxAAQDqRisNQLH7ZnUiRcs5IZVXF5KQ64neodVY4mUon0nE4BiUQAKgYBAMAsGwyFk8DiozHInAikU5heE9f9KlnYY/f57LJDHc/JXNhbPTxJ9d/7IvrP/bFdZ94asP/enbLo0+v/7Mn1//lc1seWbnpL57d8pfPbfns89v+/EubHl2Z99nntnz8yXWfeXbrXz235c+/nPeXz2377D9u+4svb3505aYVK7fkP/lT++PPffrxd/57Vfldt0Z4OqpXG8QjHSdOvt/UMYEgqMmstUczAFAQFItnEDQVU6m1vlCMIIlUPBWHYzCc0Jk03gTmtyjH2MJwJIbhSDabTabSBJbWaLVOTwCnASCRGLwojJ4iFRx2ZXXF+KhIq9O7fEGMIDKJVByGrr9f9OX7lUlhOJYNQzCKk36HRXIP7tdNyEStFys73MFAQ2n10Ojg2crGIJxNJhMogsKxCBxPZJIJdu+Q3eLKEAAAPAonAABoKplKpiJRGMOQCARlUSLp05Y1s9JXmS10qL1FqHL7DYKTpwsba1trSs4NstkVl6ptl2ebTMKxququ1rZLXRwZks0k0xkklYhB0QQMTw4O69UWJgo3m4qnUYJEsulkMhSOkTSdTsWjiRRJUWp+l4DPufm8EeOpEwqEc6K5aCRqMpkEMwKCIILBoMPuCIfCQoEwkUgY9AaD3hCLxdxu9wRnIuAPRCIRm9WWTCalUqnf54cgSCQUabXzqpWMvdFqtR6PRyFX+Hw+i9ni8/poms5kMiqlymQ0Ufe+GMrS1gjZtcvtdmcRxO12abVaHCdMJlMmnb4/c1m3CSUf4YXhrEU6eup4hSMQkwlGqkpPnTpTLRKLGi6eO3r4BKtz4HjBkf6ROblofN+eXaW1HZPjg1XFJ0+VNHjt5sIT+5t6OUMd5/IKThucfq1obM+u/OK6fowEejFX7b3n41MAQCgU8ng8jBwWDMPRaHR2djaTyVgslmQylc0uNSK5X3i0Wo3SFTZNs4UGr1WnVsiri4+eq+9PRW35u/Krm/oSGbK7svz42TNjU4Iz7x3ef+yMJQDz29qOHDs7NXc5P5ekZge7y0tr5SbPcHtpXkGh1u7gNDQfOVEikllGe2p25O/p50pmh5vzD5y0e+zlu/cfO3LkUkO/rYvte+zplqLGOBycmJm965OSeQfa/+QL7376S5ueeXHfl75z4LnvHfrSv+3/i2fzvvp/D33jx0f//Eubv/afRz73j9v+4tm8Tz614ZGVmx55ZuMnn974yDMbP/X0ho9/cd2fPbHuk09t+OTTGx9ZuemRlZs+/vTGui/+e98T//zJx9f+dFXZXbdGfpNBKbX5NSKN02sRjags1p7uOoUnk7ZpD+3bVdoy5DaKNm/N7x6ZwbBM55nS90pqZHJNa1eD1pcl057KglOXLjTUn2+a4gl6hodsVn3+rvwLLSwIjjVfOLtj974p9bxvgyap2cGe82X1/GnOjvz82vahFIZM1tcdO1EklFlHe2p25Bf0T0hnR5rzD5yyexxlu/cfO3K8rrq9va52+979QnOUhL2jfBFyH8dH0YBugGcCABuqrm/raL9wsZ3VMz0z2TU8IynZtf/E4SMtnQMjzR0VhWXt9T3VFSX5e/ZNKu0e+eyBXUd6BmZ4fR079hSMSm2ARgZGeVBqUdep1MAYL54F2bC+dXxqvH2grqTp0JnDQv0VV1DUo7t0/Fw7e6C6uFUuETYPDc/0d+7eUlBWeLr01LnKkyVNDWy9RnzkwJ73yy+pRbOn9h1u7JiIBkOVJw8fLK4Opig6ZVBJuDeLqbtOUeL6JJ67CE3RD4WihOXVVzdu3Oh2u1ks1uDgII/HO336dF9f35KpgmgKsjp8i3tNYil/MHy/8qYp2fC0x+OuL39/9+49tU0DrZ0dwunJi43t3ImRiUnehYu1CrH2fGF1JJnmdFeuXv3WzgPHquqbBTxObQdbK53auXb19n0lZqe2rXVEKFJ3NBS/9eabW4+VZwlglEwoPDcLdL5bjI+Pr1mzprCw8O2331ar1Xw+v7W1VSAQFBUVtbe363RLKEOTaMpmcyGLRm4UgQZDQew2XWG3xK3R6pSuhF8zODBStH/rwQOF+7av35h3KJDJjg2PTIzwpQpLd0OXdI57trRw1eq3N23bxTcEVOzRhpaBFEZe7m1CMMJuqKrqmDTG/NrWluEZoYrTzmrqGkXwbMnRbW+uWXempr229Piq370+KJA2X2prKWtr66qf4U7an3la/M4BKBkZn7n7v255BzoYa7R6W31N68zek33ldbwvf2f/79df/MXq8z9+rXTXez0vr6368nf2/9njaz/x1MZPr9x8Ofpu4+de2PO17+9/5OnLERBf2vL017bYH3v2nSd/tuKJTS/dA2vkM+rVMptJMNQ9Msxl9Tu9gbGBjo4RmUc9u3/bxiPnurJYmtU7ODYscIbgkar63sm5bCY50NPSM64M2cWlB4tFE5N1RW1DfayKqnN6X3RseJgzKpCIxft3b3r7nXVNY/PJ+SSaEIyMNFRXd/PkY8PDY8PTOkdorm+guWsEIbLFR7e+uWZdYU3zxXPHV//u9cEZSfOlttbz7W3NZafeP7Fp/fYJTZhO+u/F/boJ0YCeLbABMjlY39bXVFZ6YXS4fbi/tby2f7ThYmfb+aa27kslx04MDfK7ior/sObtd9auv8QWx+y2kvcq/FBC2Ne4Ye2mbr4ZAHyYw4dSFAB0NOCEUgig0kMTM2kcJB3id999t6pzor+q8v3iMp5QsfAP6DFKei80VVSXd9TxJocHis6XjU+MlRf1sBrPF+zc1N4+NlTb3tfTuHrVqi373xPNqqtOV9jDEAb5Sw/mbz9Y4o4TALGoJZM3t0Y4is8nktKApuaTSmmKZpZpil5Yz7y8subyBgtvzScAUYtW0lctMzW8rznaPWw0jWP4EtYosmFDZ2cnAKCpqWl0dPTcuXNr167ds2ePSqWmkLjNYV+YoKFJXDbSdq68RGYPLXwtLILeLRt3OiL3Kegr4tJJZsRs9qTLYWGPCx0G8fYNb52u60nDobOHtm8/dkopnm2orZMZXdlkaHyoe1iotKlnNr37elETK+R3s3s72jtGgxH/QGMLX2ZLxX1jg11soQrHkWm+GELuubwVE5dZW1vr9/tramoAAAMDA93d3fX19evWrdu+ffvU1DSgULvNlL0SPU+bBAPnzxVPqswLq4JG4e6Nm8TG28mUXAZoPKCUGyiKlkwOdfYN2u2eicGe1laWL4F4VLPtLSyb2zPFG9dIJdxJvnx2on900gfF5ZOj9Y3NtuD8yJLGkpP9XS2tfe5YlkiHWQ0tPJFqij1Q39DsjmWjbk1fb7dIZ5ULeW3NrdMCGWdgkDc9J+SLpBKpZNVb0ee+5RLw5wx3v4w3MzZ65JmNj//T7jX5jV/69/2vbqr5+BfXr9nZ+JPXzuUf76pqnn6/fOSbP35v5XePrfw/+Z96Ju/RlVseXZn36Jd3vLKt43jpwH/+dP/Hnsx79Jm8R/73oZrf7fR+4cuPP/PuiifW/+weWCMsFdbItTrxVM2FqtEZZRYKdDXUNnQOGlTKoe5uvtxCUZSCO9zZzY1C0bGu9o6+AafT3tfc0Nw7ZjFqRrtauzpHQ2FoaqSnsanVGoy7FcLmhh53LOPUC7t7+7Se+erjNJaa7O9ubu3zwFm7lN/SzPJEYsLh/rrGZjeUjXg0vb3dIq1ZKuS1N7dMC6TjA4PT/LkZ7nB7Z0dv/6gXQoJO66z2vs4ipyOmyrI2Xzg6MsAyWOxGh1shGG9sqB8e54wMjEzxZ2cm+J09bR21jUKZzWWS9PT2adxhh3L20oUakdpgEAt7ugct/kQ6oC1u6E1hAABKJ+FY/RAAFLu9eU7rS3hNfZ29cZRSTHMUGodWLgtCGQzDMAy3a+bYHKHdYbfbrAPdLS3tHbzxcfbo9OwMv7+3rb2mbnxGj+MZwXjfwKRQqxA31dRMSrXZZJTT1zvKk6ZxQsvvEE7fKvsVwRfGK4sVgxhVoQXBoaV1j67WQ2Ks1PwyBQC48nJB34hAifnT0WBJOaW72CjiBvpGpldeWb16NY/HO3XqVGFh4SuvvLJv377XXnutpbUNT4U0Ou2CxhuRTggHpHHINDhtWPhamKe6/u//+WZeYev9q+hJAQAA88+fDLsGh9hmdzgeDfR1tysMjgh0bWEVIhXhcCddwZsWXKEp9J6lpi4GgqALFy68+uqrJ06ceO2117q6uhoaGgoKCtatW7djx441a9acPHUa4CmdRp5CL5seCp/rE0Cwm82TL/ziBXT833z3n1/dWQyhd3l4dPMBO4HjNAAkRQEAolGIJHAAAHwXNbltDviLX06eOHkvngvyDnSs+Pya5753cMexrtZ+8YEzrLoO4U9eKz1cNLjjSFf3kOz4OXYbS/y79TXP/fDkP76455Fntjy6cssjT+d97hv7122t+soPz63PK/3TJzZ/4pmtj391p+rJb6Ree+OlXx5Z8Q9rf3YP5o0AAPRtOk8Wa6b4g0EAAIqhCHbP/zUJ8jaDJj44NJmEoA8eyUSgmXjqim+cJoksko0G/eEIjOIkAMDpsAMAaJpKx8P8we6K8+fPV13Uuj6gE4VOJSC59NYR3gRBuFwul8uVRa6dPKZoavmS4bFYLJ2Z3xiGYYfdce2+NGAiUbxebwy6HyIpS3vqAu++W1VVlUqlKisri4qK1q1bV1xcnJ+f39XdjafCOoN+wRrROC7s77lUf0lsvpIuThHZ2hPbt55ouJ/1pWma7unpyc/PLzlXdvToUbfLwZmYGBkdMxr0lZUVPB7P6VwiX48mcThx1T3AsAyC39fIBZIk9Xp9ZWWlXq8/e/ZsIpFgsVgHDx7cuXPnyZMnDx06VFJaCoi0QadML2TP0bR6fLiurpanuDI2oili6OL77+YXRe+2NboRKIqeO3fuwIEDx48fP336NARB9fX1U1NTIpGourqaz+fHbxAVSlE4iaPRcCieXvQfRZOZbHZJB296az78lRdo591/1l6IqfvhK8WrttW9+ItTG/a2fGbl5p1Hu7Ye6qhpndl6uKPoIufX71Q/+4P3v/ovux55Ju/RlVseeSbv08/lv7Onq+C9/p/8v0MfezJvxcrteU/+IvPYM7Kqpt/88siKf3j3Hlmj5aNWq3fu3Mn8546Pj9tstoqKCrVazWKxWlpatFrtDXzpFEFRFIFFw6HFP8rM3bl91Z4PPXq9Pj8/v/TcuT17dg8PDzscjsrKSpVKxWazGxvqxSJhNBpLJFPY1T8aNI5EY/HFVxhB0vitKv4tR98Iw7DR4dHhoeFIJIJhGJPEqtPpGAk+mIkuwbAFOSLGzabT6piKcAsprgq5wmyan9Z1u92DrEG1Sk1RFEnMx2rSJA1o4PV4NWqNeE68WEDvHrG0NYps2NDV1QUAGBsbKy4urqurIwiivb29u6eHzEIWq3XxA0gy7JbKtdeUVoz4XG7/basffkBSqVR1dXUgELhw4QIAoL29fXR0tKmpaePGjcePH9fpdBSWiUQjV3pKk3oB61xZuc47L4dBU8hwQ1nX8MwNznCvGB0d1ev1yWSyrq4OAKDRaI4fP15bW4th2OTkZFlZOSCzVoshs6jOBZIIy6SqJHKVxY9HAg5X6H7+BJpMpp6enpmZGaFQCAAoLy+fnp4uLS3dvHlzUVFRLBqJRfzZq59XYa+hpqFTN8cvPXWmur4lfvkThK3SssIiP7zEl57y+eFvfyf56qq73v+3dzSs+NSrKz63+qdvlH3iqQ1/8793/PCV4hUf+913Xy58I+/Sr96qXPGZN37xZsV3Xz77v76W/9mV61b81eoVn31zxWdXr/irNz/13K7nv7d3xV+/ueJzbz/15Jviv3tu11/925P/sudP/+6tFZ9+/T9+XfjA840qKyu9Xm91dTUAQCwW19fXczicgoKCHTt2sNlsQJNQxJ+9WsyeM9Q8JTR5jXMlJwur6prgy6FlEbuirPCsJ/ogA2oeFAuXkSAIhUJRV1fH5XL37du3ddu2ITYbAJCEw4u/5BQK8dpb+0ZFC+NYEoWbik5wpTerMrx8RQn+FJ8/xcdxfJI7qVKpUqlUX29fPB4PhUI6rS6TyQwNDk3xppKJpNFglIglmUymr7dvIc3I4/YE/IFJ7uSCogRzBIPeEI/H+dN8g94gnhObjCZwOd9IpVDdh3wjkiSXqOFN7tvHVIdjdJmY5WAweB86dMd4vd7y8vLXX3+9sLDwjTfeGBgYqKioKCoqevPNNwsKClavXt3Y3IzGvTOimcxljw+JpEQsgdetGpyeDxOgcej9tf/v3/7zdzOm26oM9oGgaZop0kyS5IKkVSqVYgbO0Wg0FntItUQVCsXhw4fXrVu3e/fuHTt2iESinTt3Xrhw4ZVXXjl48ODLv/mNViWRC4e98JVoWQqFW84cPXOmLRJJpWJ+7sTcQpicRdDzva+/sO1Mc3opFw/W0xd7bOVdFzoaHFfvPtF7+OxgYcX43pP9R4uHTpaP7jvZ//65kffOjZwsGy14v6/8Eu/U+dE9x3sK3u8/cHrgwGkW0wre68k/1rOvcHB/6ejEP7+U/Na/Fp3q2nq8b+8p1t73++o7RdSDG0rgON7Z2fn666+fPHnyD3/4Q01Nzfj4+I4dOw4fPrx+/fq8vLydO/NpApHODHmgK648n2Lk2IETowNynECT0QB3YjZ7+YnfPsv6wTdfyDvZkMQesIm9nxAE0dPTs3AZq6urJyYmdu3adfjw4bVr127btm3r1q0UnpXNDDkXJV14JAN7DxSM8xX05S8AkXC+++Nv/+j1HcYbl1BZpjUiSGKKN6XRaCAI0qg1/Gk+hmIymQyGYQiCpianIAgaZg+PDI/YbDaZVNZQ1xCNRpUKJQzDRoOxu6tbr9er1WqxWKzVzEd4BwIB3iRPIVeolKqe7h6tRjvFmzIbzQAAm9Vms9rEc+L7oFSQzWYjGzbc26qp94dsNjszM3P69OmZmZljx455vd7S0tJTp06tWbPmwIED69ata25poUk0EAwsPLDQGCroG2QP9/Hkl514NOmWjr7805c75267DNcfITAMd3V11dbWtrS0tLS0hEKhjRs3VlRUvPHGG0eOHHnttde0GmUs5E0vytmikGhr6dFVb2wyBdGAXildFJiAZ5IXjm7+3eaTiRt4eNObtkNfeYE0X6uX/OBpaUZWPoc2tjzoflyBoiiXy3Xo0CGhUHjs2DGDwcDn8zdu3HjkyJHNmzfn5+cXFBRQFBEOuBbfHZd0cn/emkMn2wAAPr1SorviGsWzyUvvbf3thhPQvSn99XBC07Tb7V64jFqtViQS5eXlHTlyZNOmTbt3787PzydxLBJ0JxddRqtsfNfpU41t7OzlGCiaxOSDNT966Q+zrhvOpy5fiVwuk8ukMgiCrFarQqEgSRKGYZfTFYlEFHJFOp1m1ImSqWQ4HJZKpKFgKJVM2W12HMdNRlM4HM5mszKpzGye99T5vD6NWmO1WKORqNViDYfCkUiEwAmapAmC0Gl1LpfrPohLLT02+jBaIwDAwMCA2WyORCJMZNrExERhYWFJSYnf729paWlqbsES/jnJbHbRbHjQpurpG4lnrvz+0QjM5wkD8YeiLNBDDkmSdXV1mUyGmSsCAJw/f768vLy+vt7v9x89elStECvnxv3xqxPgqfTUGDeaQqPhaDJzleVxm5SzcvONvOtUMJT4+W/gf/oOab6Zx+M+g5yvjv3dF5HKCw+6I9fCOFEBABcvXsRxPJFI7N27t6SkRKfTSaXSY8eOUXhWIRrzwVclEQZM8hmxHgAQCUeT6avujteiFslMd0Pt6MOExWJhpi0uXLiAIEgqlTp06NCZM2fUarVSqTxy5AiBZpSzYx5o8S8GIZkeZAtVi+NuUNg3OTmXuLEtX76n7j5B3yJ86e6fkKLwgoKPgjUiSdJut9M0jSAIE7AQDodtNpvH4wEAGAwGu93+oPv4UQNBEOaqhsPhaDQKALDb7U6nk9F5FIvF8fhddu3S4UjipV/D33qRtNru7pHvDKTiQvShNEUAAKfTyYieORwOkiRRFDUajUzKYCwWWxBVy3Fz3G4346RyOBwEQWAYZjKZmK99PB6XyWR3a8xwa2uUQnAEp0jq/jQmyPvm2zB5S9e8ZGLH7+CMBE7gBXs+CtYoxx8JdCQaf+lX0DdfJC0P2GWHlFfF/vYJpKrmwXYjx0eDZVqjhbmoa8wARVJMFNyNzMY1a5hjLF5eeLlgjUhsvtwgszsAgCbpK4YHABzDU4kr80k4hqdT6WwmiyHYNUfLWaMcH00oCIr/5JfwC9/GevsfTAdC4fSeA9HPP/VwjopyfBhZ5rwRiqIqlUqlvCrIjZnUoSgKvi63cvEGi/F4PFBsPuw5EAjIZDLGvbEYxlPn9/sRBKEoyuv1LogqYRjGTF+NjY6p1WpGT5U/xR8dHeVwOFwuN+AP3PYV+Mh46nL8UUHDcOLl/4n9zeOpTdso932VIiQNpvgP/jv2908hF+vu53lzfLRZpjUiCXJsdGyYPRyLxRLxRByOoygqEokymUw2m4UhmKZpGIIZ7yKKohiGURQlEoqYeN1Mej5GXyqRGg3zkqGBQGBwYFAhV5AkmUqlSJJEERTDMJqkKYriTnCjkSiKomOjY+jlZGoURY0Go8VisVgsVovVbDJ7vV6FTCGTyqQSqVKpvIMYPCpnjXJ8eEHqm6Cnvwp/+z/Qhmb63kegkiZLesce6OmvJn75W/Jy5mCOHHeF28g3mubPimYJgpjgTMiksnQqzepnJZPJUDAkl8lTqVRXZ9cwezgajaqUqsmJyUw6M8AaiMfjgUCAPcS2WW12u53H49ls85OvqVSqv6/faDCGw2GxWKxRa6YmpzRqDfOu0WhkkkzUKjW6qLQHE24nEUvGxsZIkoxGohq1Zmx0TKvR8qf4d5CXkrNGOT7cUG5P+sCR6N8+AX/nB0hDMx2/J1VuCb0hvbMg9uSz0Je+li0pA/elZFSOPyqWOTbCMIw7wZVJZbFoTKfR8bg8HMf1On0wGIxGo1wONxaLTXInuRNch92hUqoa6huCwaDRaAwGgjabjdXHMhqMRoNRJBQpFUrm1B63Z4o3JRVLNWqNQq4wGAyzolm3y82UCJ+ZmXE6nCRJcsY5C9qyBEGo1Wq9Tj/BmZjhzzB1HAAAzDFlElkoFFryY96EnDXK8VEA500nf/ta7PNPwi9+HzlfTWi04G7IsdCZDDYylt6yM/bkV2LPfT1z7H3K8WD0JHN85FmmNcJx3G6zWy3WdDod8AccDgdFUdlsNhQKJRIJh92BomgsFovFYiiCJpNJu83OePOCgSBFUQF/IJFIEDhhs9n8fj9z6lgs5na5g4FgKpUK+AM4jqdSKYqkKIKiAe12u2PRGBO0vOB/Y6KXLWYLZ4yTyWQQBKFpmqIohVyBIIjf778D5fKcNcrx0QHn8lKbtkEvfDv2+Mr4j36OVNeQOgOdvr1iNnQWoVMpjD2a3r0f/taL0b99IvHSr7KnzpKu+6odl+OPjQ9jvhEMw7HoVR65TCZzx3myNJ2zRjk+WlB+P1JWkfj5y7HHvwQ9+wL0lRcSv/hN9kxJ9nQRUltPhcM0BNMx6EqDYDoSQeubsoVFmUPH4K//C/TVb0LPPA996WvpvB3Y0MhdGWblyHFzlmONcARnxBcoglpammH5ug/EtYIOi49JERSBETiKL6FGQZDzWxIkk1208C5FUDRFL96AWbhez2LJ/uAonrNGOT6aULEYxhrKni5Krc+Dnv8m9Pw3oa9+I/b0c7GnrmtPPwc99w3oq9+E//V72ZNnssVlpE5PP8RVGXN89FjW2AglFucbLUjVAQBuLoh3/Qbzx1j07sJLZg2TcsScaPHuYHG8+JUK1ABcE0dOL/H35oJ7JEnmrFGOjz50OkNnMpQ/gDa1onWNaF3TotaINrZQXh+dydAJtHrZAAAGm0lEQVS37+zOkeOusPw6dSKhaFY0u5AtBABAEAQw+Ubw0vlGzAaLcdgdgcB8ShAEQUqFUqFQLLyrkCtwDKcpOpvNqlVqs8m8YGk8Ho9cJo/FYhazhRGqsFltqVQqHo+rVWqPxxMIBCQSSSqVslqtapU6Go1qtVqjwbggZnEjcvNGOXLkyPHgWea8EUVR46Pj7CF2Ip5wOV1erzeTyXDGOYlEgonhJknSZrP5vD6apuPxOAzDOI4vhMMFg0GCIHAcF/AFRuN8vpHRaFQqlIFAIBAIBANBKAZNT0/7vD4AgMVscTldErGEiV/AMEwqkQb8AYlYwpRk9fv9s6LZUChkMVvEc+K5uTnuBFcoEPp9fqlU6vV6hQKh1+uVSWVMwtNNyFmjHDly5HjwLD+KYVY0q1FpCJzg8/kKhSKbzY6NjmWz2VgsJpfKk8lkT1cPe4gd8AcUcgV7iJ3JZMbGxjKZjMPhYPWzTEaT0WCcm5tbKN2J4ZjX63U5XTKZTKlUqlQqmVQWDATBZX0jpULJlH5AUVQmlSEIIhFLaJo2Go0+n89ut0MQpNfrbTabeE7MneA6HU6hQKhWqROJhEaj8fv9C6HhNyFnjXLkyJHjwbN8T93oyCh/mh8KhdQq9cjICIZhZpPZ6XAGg8HR4dFYLMaf5vOn+W63W6vRNjU2eT1em81mt9u9Xi97iG21Wh12xyR3UiqWMqfW6XQSiUSj1oSCIZFQxBnnzIpmvR4vACAUDMkkMolYkkwmYRgmSVKj1kgkEpPJpNfp5XJ5KBQSCARMBxRyhUql0mg0SoVSp9XJpDKFXKGQKyY4Ezqt7pYx3zlrlCNHjhwPnmWOjUiShCE4FosxKiFxOA4AYCr6IAgSh+NMvXYURSmKwnEchmEmGYhxlDGbAQCgGLSQPJTNZiPhCDOvk0wk43A8k8lk01mmUmo8HkcQhKZoFEUBAARBMHUWMplMIp5gdmGqxcdiMYIgSJJkNkBRlOkPBEHRaJS8Vc54zhrlyJEjx4Pnw5hvdHfJWaMcOXLkePAsU1GCJEiKpEiCJHDimsZk7Vy/niIu6xXdeM0Sjck3IkhGRWIhRWlB/eHuNpIgcSyXb5QjR44cD5rlx9ShCEoSJH0djGvu+vUYimEYBmjAvAQAEATB+Ouu3/jK0UiKIihmSxRFaZrGcZyiKCSLEASxEPB9kyPcLlQu3yhHjhw5HjjLj2JgSqMueZD4UlWDvR7vzPTMQroPjuMqpUouk98y5JqmaKYS6yR3EkVRRmxCr9PLZXLmOLc8wm2R89TlyJEjx4NnmWMjmqalEimGYgAAn9fncXtIkrTb7BKJxG63u91uAEAqmZJJZRAEBYNBr8fL7LKQAAvDsFKhDAVDEolEIpE4nU6KojxuTygYstlsep3e5/NlMplYNEZTNIZh/X3907xpRtCIpmgEQaQSKQBAp9NNcCYAAJFwxOvx+nw+nVZns9noO61Tl7NGOXLkyPHguS1rhCBILBYTi8Vzs3OBQIDH5SmVynA4LBKKAAAyqcxsNkfCEYlY0tnRmU6nZTLZNdYoGAwqFIpZ4eysaNbtdnd1ds3MzEjEEqFQmM1mTSaTw+4AAKAoOsWb8vv8FEXxp/gogi5YI7fbLZVIKYoaYY8MDQ7ZrLahgaFEIpGzRjly5MjxIWb5nroJzoRIKJJJZTqdTqfVBQPB/r5+g8Hg8Xi4E1yKotwut0qlSqVSFrOF1c+am5sbGxtbqLzAeOoUckU4HB4bHVPIFalUam52Tq1Wy6Qyk8kEAAgEAky+USQSmeROUhTF6CqFw2GT0TTMHg74AxiGqdVqGIJ1Wt3s7KzFbBEKhR/kCuSsUY4cOXI8eJY/NkJRNJPOkCRJURRjJ6QSKVMajgk3AABkMhmKomiaxjCM0R9isoUYmJykeDzOGecwWUcURTGy5TiOz2/DVOAmSeaYzHmZlwiCMKmsTHYRAABFURzH70DTaDE5a5QjR44cD55lKUqg+JJ+MIqiFnJLaZq+qnL2VaegF8LqAAAkSS7E5i2xGUWTOHmlgDezDX3VZvNr6Ov2vSNyNbxz5MiR48Gz3HyjpcSBbqZ4dFNJISZ1acl3CYwgUOK2j3nHjSCJJfON6O9+d94m5Vqu5Vqu5dq9b9T+/amtW/W//b3opV+JXvq15revYLv2UPv2X2kF+6n9++9nf+7n6ebP+B//AQ4utkYKxQO/MbmWa7mWa7n2x9guyyytuN+j0xw5cuTIkeM6ctYoR44cOXI8eP4/WXwnRqo0ANsAAAAASUVORK5CYII=" alt="" />

图6-5

至此我们应该可以明白了.

万事皆有因果,一个简单的BUG可以做为回应,但深究可能窥其本质,并且很有意思.技术人需有这种精神.

优化实践

最后咱们再通过一个简单的实例说下优化实践.

日常的OLTP环境中,有时会涉及到一些统计方面的SQL语句,这些语句可能消耗巨大,进而影响整体运行环境,这里我为大家介绍如何利用SQL Server中的”类MapReduce”方式,在特定的统计情形中不牺牲响应速度的情形下减少资源消耗.

我们可能经常会利用开窗函数对巨大的数据集进行分组统计排序.比如下面的例子:

脚本环境

code

/*

This script creates two new tables in AdventureWorks:

dbo.bigProduct

dbo.bigTransactionHistory

*/

USE AdventureWorks

GO

SELECT

    p.ProductID + (a.number * 1000) AS ProductID,

    p.Name + CONVERT(VARCHAR, (a.number * 1000)) AS Name,

    p.ProductNumber + '-' + CONVERT(VARCHAR, (a.number * 1000)) AS ProductNumber,

    p.MakeFlag,

    p.FinishedGoodsFlag,

    p.Color,

    p.SafetyStockLevel,

    p.ReorderPoint,

    p.StandardCost,

    p.ListPrice,

    p.Size,

    p.SizeUnitMeasureCode,

    p.WeightUnitMeasureCode,

    p.Weight,

    p.DaysToManufacture,

    p.ProductLine,

    p.Class,

    p.Style,

    p.ProductSubcategoryID,

    p.ProductModelID,

    p.SellStartDate,

    p.SellEndDate,

    p.DiscontinuedDate

INTO bigProduct

FROM Production.Product AS p

CROSS JOIN master..spt_values AS a

WHERE

    a.type = 'p'

    AND a.number BETWEEN 1 AND 50

GO

ALTER TABLE bigProduct

ALTER COLUMN ProductId INT NOT NULL   

GO

ALTER TABLE bigProduct

ADD CONSTRAINT pk_bigProduct PRIMARY KEY (ProductId)

GO

SELECT

    ROW_NUMBER() OVER

    (

        ORDER BY

            x.TransactionDate,

            (SELECT NEWID())

    ) AS TransactionID,

    p1.ProductID,

    x.TransactionDate,

    x.Quantity,

    CONVERT(MONEY, p1.ListPrice * x.Quantity * RAND(CHECKSUM(NEWID())) * 2) AS ActualCost

INTO bigTransactionHistory

FROM

(

    SELECT

        p.ProductID,

        p.ListPrice,

        CASE

            WHEN p.productid % 26 = 0 THEN 26

            WHEN p.productid % 25 = 0 THEN 25

            WHEN p.productid % 24 = 0 THEN 24

            WHEN p.productid % 23 = 0 THEN 23

            WHEN p.productid % 22 = 0 THEN 22

            WHEN p.productid % 21 = 0 THEN 21

            WHEN p.productid % 20 = 0 THEN 20

            WHEN p.productid % 19 = 0 THEN 19

            WHEN p.productid % 18 = 0 THEN 18

            WHEN p.productid % 17 = 0 THEN 17

            WHEN p.productid % 16 = 0 THEN 16

            WHEN p.productid % 15 = 0 THEN 15

            WHEN p.productid % 14 = 0 THEN 14

            WHEN p.productid % 13 = 0 THEN 13

            WHEN p.productid % 12 = 0 THEN 12

            WHEN p.productid % 11 = 0 THEN 11

            WHEN p.productid % 10 = 0 THEN 10

            WHEN p.productid % 9 = 0 THEN 9

            WHEN p.productid % 8 = 0 THEN 8

            WHEN p.productid % 7 = 0 THEN 7

            WHEN p.productid % 6 = 0 THEN 6

            WHEN p.productid % 5 = 0 THEN 5

            WHEN p.productid % 4 = 0 THEN 4

            WHEN p.productid % 3 = 0 THEN 3

            WHEN p.productid % 2 = 0 THEN 2

            ELSE 1

        END AS ProductGroup

    FROM bigproduct p

) AS p1

CROSS APPLY

(

    SELECT

        transactionDate,

        CONVERT(INT, (RAND(CHECKSUM(NEWID())) * 100) + 1) AS Quantity

    FROM

    (

        SELECT

            DATEADD(dd, number, '') AS transactionDate,

            NTILE(p1.ProductGroup) OVER

            (

                ORDER BY number

            ) AS groupRange

        FROM master..spt_values

        WHERE

            type = 'p'

    ) AS z

    WHERE

        z.groupRange % 2 = 1

) AS x

ALTER TABLE bigTransactionHistory

ALTER COLUMN TransactionID INT NOT NULL

GO

ALTER TABLE bigTransactionHistory

ADD CONSTRAINT pk_bigTransactionHistory PRIMARY KEY (TransactionID)

GO

CREATE NONCLUSTERED INDEX IX_ProductId_TransactionDate

ON bigTransactionHistory

(

    ProductId,

    TransactionDate

)

INCLUDE

(

    Quantity,

    ActualCost

)

GO

当我们针对bigProduct表的productid分组,并按照bigTransactionHistory的actualcost及quantity分别排序取结果集语句如下:

code

Declare

@p1 int,

@p2 nvarchar(56),

@p3 smallint,

@p4 int,

@p5 bigint,

@p6 bigint

select

@p1=p.productid,

@p2=p.productnumber,

@p3=p.reorderpoint,

@p4=th.transactionid,

@p5=rank()over (partition by p.productid

                order by th.actualcost desc),

@p6=rank()over (partition by p.productid

                order by th.quantity desc)

from bigproduct as p

join bigtransactionhistory as th on th.productid=p.productid

where p.productid between 1001 and 3001

执行此语句并输出实际执行计划如图7-1

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" alt="" />

7-1

可以看出我的这条语句由于对大量结果集进行排序,致使消耗了365MB的内存,并且由于分别对actualcost, quantity排序使得在进行第二个排序时内存不足并溢出,排序的操作只能在tempdb中进行.

Sort由于是典型的计算密集型运算符,此查询在我的机器上执行时间为5s

大量的内存被个别查询长时间独占,使得Buffer Pool的稳定性下降,进而可能影响整体吞吐.

关于SQL Server的Sort限于篇幅这里就不细说了.

在介绍”类MapReduce”之前,我想先接着上面Sort溢出的现象给大家简单介绍下通过Query hints 来影响优化器的资源分配

code

Declare

@p1 int,

@p2 nvarchar(56),

@p3 smallint,

@p4 int,

@p5 bigint,

@p6 bigint,

@i int

select @i=3001;

with p as

(

select productid,

ProductNumber=convert(nvarchar(56),ProductNumber),

reorderpoint

from bigproduct as bp

)

select

@p1=p.productid,

@p2=p.productnumber,

@p3=p.reorderpoint,

@p4=th.transactionid,

@p5=rank()over (partition by p.productid

                order by th.actualcost desc),

@p6=rank()over (partition by p.productid

                order by th.quantity desc)

from bigproduct as p

join bigtransactionhistory as th on th.productid=p.productid

where p.productid between 1001 and @i

option(OPTIMIZE FOR (@i=5001))

通过查询可以看出由于我加了Query Hint,改变了优化器的资源评估标准,使得优化器认为productid本身需要资源从1001 and 3001分配变为了1001 and 5001分配,内存申请由365MB变为了685MB,接近一倍的增长,避免了溢出.并且执行时间也由5S变为了2S.提升了用户体验

如图7-2

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" alt="" />

图7-2

可以看到溢出与不溢出在查询消耗时间上差别很大,但这样就是好了吗?其实未必,毕竟即便在非溢出的情形中将近700MB的内存近2s内被这个查询占用,这在高并发的OLTP环境中是伤全局的.那更理想的解决方式呢?

在并行执行计划中是多个线程(CPU核)协同工作,这里面的Sort面对大量数据结果集时即便多核同时进行,在复杂的预算面前也是有些力不从心.在分布式的思想中,讲究分而治之,我们只要将大的结果集化为多个小的部分并多核同时进行排序,这样就达到了分而治之的效果.也就是前面说的”MapReduce”

幸好,在SQL Server实现并行运算的运算符”nestloop”与之相似.上篇中并行nested loop join的原理中已经提到.

并行Nest loop Join实现方式

在并行循环嵌套中,外表数据Scan,seek多线程(threads)同时进行(Map),而内表的在每个thread上串行执行(Reduce).

优点:可以减少执行过程中各线程数据流的数据交换

显著的减少内存需求.

上述查询我用如下的方式实现:

code

Declare

@p1 int,

@p2 nvarchar(56),

@p3 smallint,

@p4 int,

@p5 bigint,

@p6 bigint

select @p1=p.productid,

@p2=p.productnumber,

@p3=p.reorderpoint,

@p4=ca.transactionid,

@p5=ca.linetotalrank,

@p6=ca.orderqtyrank

from bigproduct as p

cross apply

(

select th.transactionid,

linetotalrank=rank()over(

order by th.actualcost desc),

orderqtyrank=rank() over(

order by th.quantity desc)

from bigtransactionhistory as th

where th.productid=p.productid

) as ca

where p.productid between 1001 and 3001

执行中输出实际执行计划可以看出,此计划中消耗的内存15MB,和上述的执行计划相比有指数级的下降,同时执行时间为不到2s,保证执行时间的同时明显降低了资源消耗,从而避免了实例级的影响.

已经很美好了:)

如图7-3

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" alt="" />

图7-3

到这里其实我们已经达到了我们想要的效果,但还可以更好吗?我们还需要多了解些.

上面我讲到了并行nest loops的优点,少资源占用,少数据交换.但就像在我以前的文章中说的那样:”任何术都是有缺陷的”,前文已经提到了并行中很可能造成数据的倾斜,如上图7-3中蓝线中标注的外表seek,实际是只在一个thread中完成的.优化器为我们加了数据交换,使得外部的数据在多个threads下分布均衡与内表匹配提升效率,但优化器可不会每次都如此”好心”(智能).

其实在并行seek,scan中由于实现方式在05到08的过程变化很大(前文提到过),使得操作更需注意,这里我们直接上新的方案.

code

select bp.productid,

bp.productnumber,

bp.reorderpoint

into #p

from bigproduct as bp

where bp.productid between 1001 and 3001

alter table #p add primary key (productid)

Declare

@p1 int,

@p2 nvarchar(56),

@p3 smallint,

@p4 int,

@p5 bigint,

@p6 bigint

select @p1=p.productid,

@p2=p.productnumber,

@p3=p.reorderpoint,

@p4=ca.transactionid,

@p5=ca.linetotalrank,

@p6=ca.orderqtyrank

from #p as p

cross apply

(

select th.transactionid,

linetotalrank=rank()over(

order by th.actualcost desc),

orderqtyrank=rank() over(

order by th.quantity desc)

from bigtransactionhistory as th

where th.productid=p.productid

) as ca

drop table #p

通过查询时输出执行计划 如图7-4所示

我们可以看到通过将外表数据放入临时表中,使得内存消耗进一步降低,而数据较为平均的分布到多个threads中,你可能看到其中不少threads是没有数据的,其实有时需要我们根据查询管控并行度的.而在执行时间上有可能得到进一步的改善!

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" alt="" />

图7-4

至此,还有没有更好的方案呢,当然有,优化器就是让我们玩的!

我们可以通过临时表缓解数据分布不均的问题,但临时表创建导入也是成本啊,我们也可以用其他方式诱导优化器让数据分布彻底均匀,还记得前面说的Round Robin吗?这里我用特定的写法引导他的数据exchange.彻底平均分配,

code

Declare

@p1 int,

@p2 nvarchar(56),

@p3 smallint,

@p4 int,

@p5 bigint,

@p6 bigint

select @p1=p.productid,

@p2=p.productnumber,

@p3=p.reorderpoint,

@p4=ca.transactionid,

@p5=ca.linetotalrank,

@p6=ca.orderqtyrank

from

(

select top (2147483647)

t.productid,

t.productnumber,

t.reorderpoint

from bigproduct as t

where t.productid between 1001 and 3001

)

 as p

cross apply

(

select th.transactionid,

linetotalrank=rank()over(

order by th.actualcost desc),

orderqtyrank=rank() over(

order by th.quantity desc)

from bigtransactionhistory as th

where th.productid=p.productid

) as ca

如图7-5

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" alt="" />

图7-5

至此这个优化更合理的解决了面临的问题!

我们的并行原理及实践也到此为止吧.

说点体外话,不少朋友认为SQL Server是小儿科,没内容,技术含量不高,而且在国内的互联网公司中又显得格格不入.这种想法真心Too Naïve.这里我可以告诉大家,SQL Server,乃至关系型数据库的水很深. 如果你是相关的从业者,全身心的投入进来吧,其实很好玩.

更多Inside SQL Server请关注

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