Geology hazards of the deposit slopes show seriously endanger human life, property safety, and the construction of basic facilities. Researchers have suggested that the complex mechanical characteristics of the soil-rock mixture inside the slope are attributed to the obscure failure mechanism of the landslide.Soil-rock mixture (SRM), which is a typical multi-phase geotechnical medium system as the major component of the deposit slope, shows the heterogeneity, discontinuity, and scale effect.
Prof. Qian Sheng, Dr. Xiaodong Fu and Dr. Zhenping Zhang from the Institute of Rock and Soil Mechanics of the Chinese Academy of Science (CAS) proposed an equivalent mechanical strength model for the soil-rock-mixture (SRM) with a rock mass skeleton structure based on the generalized Hoek-Brown criterion. The quantitative expression methods of the parameters in the equivalent mechanical strength model were given utilizing several test data of the SRM mechanical tests in previous literature. The determination methods of mechanical parameters of the deposit slope were proposed, and the failure mechanisms of the deposit landslides considering parameter deteriorations subjected to rainfall were revealed.
These findings are helpful to further understand the complex mechanical properties of the SRM and could provide a simple approach to estimate the strength parameters of the SRM. The results could provide the reference for the stability and safety assessment of the deposit slope under rainfall.
The results have been published in Bulletin of Engineering Geology and the Environment, Internation Journal of Geomechanics (ASCE) and other mainstream journals.
The results were supported by the Youth Innovation Promotion Association CAS (No. 2021325), the National Natural Science Foundation of China (No. 51779250; No. U1402231) and the International Partnership Program of Chinese Academy of Sciences (No. 131551KYSB20180042).
Paper link:
An approach to predicting the shear strength of soil-rock mixture based on rock block proportion
Stability of Cracking Deposit Slope Considering Parameter Deterioration Subjected to Rainfall
Application of Novel High-Tech Methods to Geological Hazard Research
A non-linear strength criterion for soil-rock mixture based on rock block proportions
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i3rOeoe3cj71XAKJOtnn9T+BLYSSvWNf3xj1ik3eo9UaUZ2yZrg8BJoGfbbIFRwUbK19U59W5IKNQzLJ+gmlwKtoKd5mM0hc4FC7BIEFSTJimTv5rMrePHY9H7aoKh3gdZYr5AswPjF2CefdevgQPSrv7lXwz/mMwl5sCvJH6ZF/Wy6yWVqUgvtRLwFammgAf50PTy7t1rHQysAQ2atuaFF4xpqhQFqJdTkqgKJbu6GtKyblMSrQIoNCiYJk31a9ooBQjcbhYBqV5o9asyjbaVqUiALHCTJG5qiJLEbQcCDRiSms1BZ9MmLOaxdT8yZ5WVYZG0r223b7cGI1jBWDlwul4NGhoM1VSOy9zf6LF/ftc5IFD87W+NnEg9/wpMkcaoMoK2TZWZpClKiJNWKO1QwKjnRc+5tE1pnf7+RvCPhEG9HwJIvQMmCJnHlECp92j69LtRpPrNFhglnErQE5BpKYFUwHhb0PsEMB49ikXvt46t+1DRcwGgSifKh/rGG1ZriXXGDZ1b7676FNFrW1rOvMaHWNqB8SGYZd/0G8ABgYoq+kuqVa1T+SX0ssrPoNJsZlOAifwWaps3G0WGBYzSFtX0cgswVYjblETlO1E9VQGjJOamQQhTp35M47MexxYYJZHrpb1d1s2iwuWSwAWMqnOqpkHL9Pspgm7Y7Rqrxq9WYDRNqdYIO92ffEzyxag+pabbUcUfNZmOBIRq0lzlh1G1G0U1qknSV1CHvX1/OCBg1POck2P4LXXnemdMzcuWE3p/ZDqV71hNwKh3SD5sCZdqerf0DOtZMwU6pfDcqyi4fJmaA7Gx0dhXn7LS2BageP11LLLEmFYd+aj1DqnJ/9p0HtX4eCzx8cbvAkcF2WipJjCXqVUCoDTIt9+2FhG3SNj9gu1rB0YJA7ZBTF/wfr6y3XXdTYOtvrKTf59PpJfzn/7JePFl3jTNmtIYTR+D+CP/hyRmAaTmh5s61dAYH3nE6k+xalKaK07+CIGPJFdJyXqxb9zAIt9e0yZtbvRow4SpF1rNFhj1Xb8r4lAgrFJv0jQFjAquULMFRj34Am+biYqlMd4Bxg8+wAquMg1J8tZSOVzSjBWIIKC8rR1aQkMN7VamVUn2avI5mn4Zo8f++V3ngADi80ZkygKj9+ab1CRsyuXxWVuTyNbPulvT7b5WYJSGrxlHVLFLriBTcGh6kd+073Jd6bo17pl+5W/aNX5nr0fAKDOnzDEKRjHNmjINaZYN2yYtSz48Ba4IUARWqnEqk6N8E/KH6MXTYCJNUcEqAittK1Bp0izSJGX6lDnHlFqllZkzdsi8KW1Q+/r4WE2d1kPI/2kCqQYfW4lKGqD8m2bSsoBaqRRm0/Fl7pLv0Rwg5IuUdqgIVkn0aro3rcuMq4dSwRQK/2/q8zGPa1/aOWDnwH058LUCo/y4P/qRxTpjjgKN/vM/JVh/jkis+97el/NDu3YWqzlbFgJbK8GXczb7UT/GAQGIfG0PE8JuHkDao0Liv2lNARcyQfxfNmmopjns//K49mPZOfA94MDXDow//rGRZiNBXRYtM7pc73V8vEWxBneEYo2JMoHLOqQYi4oKi9XsrWAuAVROjuXOpOUSrouLLdb4CjMVRv+nTNgyWWt/U9i+3/8sV5GEfQVTSbFQkJ+EdFnjpIho3d7sHLBzwM4BOwe+Wxz4xgCj2Krc0wkTLGzdasQ+TJtmsQZOmbmaCiyUS0axB08+abGm6AisfvITI5Jd7hUFIaqZrhbll8rkKT+tIoTl4pFrSjESZgk+Y4+Pf0q5+NWvDCuWArqUcy3z+5w5RmChAgO1bm92Dtg5YOeAnQPfLQ58o4Cxa1eLNUZCYCatTOCmtLGnnjLMqwLExEQLCxYYNXb1VwgYf/Sjjwcknjhh4Qc/MCKPNaXdv/2bEZSlAD5F0Ou4TzxhoVWr+5tttY3iGdRWrrRY4zhMF4+im22LOxhb2T/tHLBzwM4BOwe+Cxz4xgCj0k6koSkvU7ENSgdTBLoqBAkIZcpUn6Lo//Qni7UWsv4AAePPfmZohOYfoih4gaXSxBSnEBdnsZpQVadXoKvjqpayYiZ03Hs1pdYoPkNN2wpQzfgIOzDei2P2PjsH7Bywc+C7wYGvHRhVqUjBhSrZJzOpgg4FRL/8pcUKTCrQMGyYgV5PP22hRw+LNVda/j1tawKjAgbNJt9hy5YWhgyxWKsHKYhRPkv5FX/zG/kxLVZzrLf3fVARAbTFanZVhL7yYM1iEjqHHRhNTtuXdg7YOfCd4YC0hPtpCt+Zm/xsN/K1AqNSvFTkQxGpipi3jWJX1Loi4xX8ojxr5XHK/FlaCoWFBlgpul4FELS/aeY0b/u11yzWQB4dw8w31X+uSHaltElbFLDer2lb5Ylqf2UC2AZBSoOVJvpNaRIEbt2yWJ9pBTfq2h82Sl/HsL3Hb8q92a/DzgE7B74aDliU+iSzmuay/CwAqYhJM+Xpq7nEr+wsXyswPsxdChxl3lTFIuUvy9+odA97MzRhTa6gCF7ltCt4SQFHD9NKSizWXNKH2ce+rZ0Ddg58dzhgkfbxy1/BT/7LiIRUxZv7he4rR1hpBCpxKB+XmW4kf5OZ4/stZs23BhjFY/1H0jJFElbszeDAtm1GzruChf75n42i+TL/PkyTb1eFVD6tKW9cJunlK6BiOSxfCRUrjeWK1bBc0/ytMWhlJawQVRm0shpEq2pgZQ2sWneXVtfBqjpYXX+b1sNq0QZYvREqN8EakzZD5Wao2gqVW6GqASpvU9U2qGo0qHoH3KGdUC3aBWt3Q80eWGvSXqjZZ9C6A1CzH2oOwLqDt+kQrDsMtUdu01GoFR0zqP4E1J2A+pNQd9JY1p8C0fozsP60hQ1W+oiNpz9i8+kP2SI69QENpz+g4dQttp16n8ZT77H91HvsPP0eO0+9yy7RyXfYffJt9px8i70n32LfyZscOPUWB06+ycETb3LoxBscPvEGR06+wZETNzh28nWOnbjO8ePXOXH8GiePX+PU8dc4c+I1zhy/ytnjVzh3/Arnj71qpVeOXebi8ctcPHaJS8cucvnYRV49doErRy9w9dgFrh59hdeOnufa0XNcP3qOG0fP8vrRs7wpOnKam0dO89aR07x95BTvHDnJu0dP8e7hE7x/5CTvHz7OrcPH+ODwMT48fBTLkWNYDh/BcugIHDr8cTp4CA4ehgMHb9Mh2H/AWNdStG+/QXv3gS3t2Wt8370HRPq+a7exrqVo5y6Dduy8u9y+A0xSf+N247tMTNtM2gZ6wfS9YRtsbbhLW7aCSJKogGKzSZsNrUvfVbVko2ijQRs2gkjf12+4TeuhXlRvlF+rqze+K8Ci1qRaI+BiXa0RXq8Q+xpRjfF9bY2xLj9Utaj6Nq01Ig/1vbLKMIPJFCZShRwtV68xKkSpitJ//wJ+/BMjSEPh/opCFEDaapBaf/FFq6nOIh+VAj/MaESdX36xb/kA/a0Cxk8btL+vvyuNRAFIKnSi+tqKvjVLgh49arEWfomNtVhTVsQjmZBVUUzTmtXXG35WW2BUdTTb4iu2fFU5xb//B/j7f4R/+Gf4wb/CD/4N/vE/4J/+E/7pJ/AvP4V/+W/411/Av/4K/t8j8G+/gX/7Hfz7H+A//gj/8Wf44V/hR4/Cjx6H/2wGP34KfvwM/OQ5+K8X4acvwU+bw89aws9bw8/bwn+3h190hF90hv/pCr/sDr/sCb/qDY/0hUf6wa8HwK8d4TeD4bdD4XeKRnaC37vA70fCH9zhfz3hf73hj6PhT2PgT77w5/Hwl4nwl0nwVz/42zR4dAY8Ogse84fH58DjQfDEXGgWCs3mwZMR8FQUPBUDT8fCM3HwTDw8mwDPJsPzqfBiqoWXUz+iZcoHtEl5nw7J79I5+W26Jd2kR9Ib9Em6Qb/EazgmXmVQwhWGJlxmRPxFXOJfwS3+HJ4LzzJq4WnGxJ1kXNxxJi44ypQFh5m24CAzYw/gH7uPwPl7mDt/F2ExO4iIaSQ6poHY6K3ERW8mIWojyVHrSYusIyOyluzIGpZEVFMQUUlxxGrKwldSHr6cFfPKWTVvKZVhZawNK6U2tIj1oYVsCs1ja8gSGkNy2DU3i71zMzgQvJhDwWkcDU7hRFAyp4MSORcYz4XAOC7PieXqnBiuz4ni9YAIbgaE805AKLf8Q/jIPxhmB8HsQJg1B2b6w/TZMG0WTJ0JfjNgynSYPA0mTYUJU2D8JBg3EXwnwNjxMGYc+PjCqLHgPQa8fAzy8AZ3L3DzhJEe4OpukPNIEI1wgeHOMMwJho6AIcNh8DAYNBQGDgHHwTBgEDg4Qv8B0M8B+vaHPv2gV1/o2Qd69IbuvaBbT+jaHbp0g85doVMX6NgZOnSC9h2hXQdo2x7atINWbaBla4NatILmLeHlFvBSc3jxJXjhRXj+BXjueXj2OXj6WXjqGXjyaWj2lEGPPwGPPQ6PPgZ/exT++jf4y1/hz3+BP/0Z/vgn+MMf4fd/gN/93qDf/BZ+/RuDfvUIiP7nl4aWp8CLn/83/Ozn8NOfGSRNUaD4nz82gPGHP4T/+A+DunUzSiFqMJCGImBUtSj5siRIaBASOKpYvmoZKzhD4K+m4vn6TfVRbecaVVK5pHklp0vTlC9HSemqBiX/mPpN/46Ek8BAo86qflNd1i+x2YHxS2TuV3Vo+WZ/8QuLVXDTrC4yp6qOsCZkUNpLQIABlH37GiCo31QZTfWzf/5zIzDJBEYJlrKQmLM5Nb0HKzD+AP7hn+AH/wI/+H/wj/8O//jD+wDjLz8nML7wkMDY6/7A+NuvCBifug8wviBgTBEw3qJN8ucFxlP4PAQwRkULGLcQF72JhKgNnwqMy+YtZ/nHgLHkNjAWfAIY9/yfAWPApwPjRD+YMPne4Di6CTh6joJ7gaOLmwGMTq53wVHAeF9wHPhJcOx9L3Ds8dnAsXXbu+AoYPwYOL78SXB85h7g+EQz+DRw/F+B4//eBcff/g5McHzk1wYwylRqguN///fHwfG/fmqYUa3g+J8fB0cNGLbS8o4d1gmRrfOFJicbw4SSvzUzh9ILFB0pLVpNU61pyirV/pw82ehT+UaBs4JM5B9TMX35yx55xJglR0EgAlj5h1TkXCZbzeghDUDTyH3JJce+EmAU6JsmaIMrX/3nN+Eavsy71jOnCF+Vyvy7vzOq+6iKkCoLyR+rWV4EkirlqYkeBIqakEL7VFVZrGkyqpv9058apUXvd62yvMjikpcPeQWQLyqE/CLILzaooAQKSqGgzKDCpVC4DArLDSqqACsth6IVULzyNq2C4tVQvAZKRJVQUgUl1VAqWmtQWQ2UrYOy2ttUB2X1sHT9bdoASzfAsk23aTOUb7lNW6G8ASpE26Ci8TZth4odsFy0E5bvghW7YcWe27QXVu67Tfth5QGDVh2EVYdg1WGDVh+B1Udv0zFYc9ygyuMWqo5bWHvsI2qOfci6Yx9Se+wD6o7dov7YLdYfe58NR99j49H32HT0XTYffZctR99h69G3aTj6FtuOvEXjkZvsOPImO4+8ya4jb7D7yOvsOfI6ew/fYN/hG+w/fJ0Dh69x8PA1Dh16jcOHrnLk0BWOHrrCsUOvcvzQq5w8dJlTBy9x+uAlzhy8yNmDFzh38ALnD77CKwfPc+HgOS4eOMelA+e4fOAsrx44w5UDp7l64DSv7T/F9f0nubH/JK/vP8Eb+4/z5v7j3Nx3jLf2HeXtfUd5Z98R3t13mPf2Heb9fYe4te8gH+w7yId7D/DR3v1gpX2wx6S9sFu0B3aJTNOnrflzF8jUKTJNn1rK9LnNJJk6b5s7P2HybDBMnjJ7muZOBZiYZDV1boINotumTvkMmpo669aDzJwiWxOn1bx528RpNW/eNnHKvHnHtHnbvFlVDSKrWfO2aXPNbbOmTJsimTZXrb5Nq2ClaKVBK1YaU66tWGH4M6SJieTXkI+jXFRu0LJyo4bu0mVGdKMiHMtEZQYpklFUIioxzEgypZoao7ZE4coAACAASURBVGp0CrQEeLamVGmM8iNqUNWxJF1ryic1zeKh6im2ptTUVCwCS9sShYpqNCcAOHcOy7/+qzEbjAYp3YeaZoZR9KXy63SOQ4esoGkxfze2+lI+vxJgVGk3pWR83nb1qsWaImHO1vN5jqPp6r7LlWoUkKSpBouKLFZg1LuiZ6ptW2PyBj1bEuJUfF4uAOWK6h3URNwmMOqZrK62WIXAL1kg+zx/oX0fOwfsHPgSOXAn+ObHPzHm+dQAcS+NRgOxTKzm1FOavUZmVTUJApLSmwCj1c9je+0zZsCIEUaPJlKWD0i1OzUIyW+pJi1Sg9iRI1iUSK6IQoHpg9IJjD2/8OdXAoxhYXd58HmuWHxQfVPbdI6HPY40+PHjH3avb8/2mmyhbVuLVbj6+783zPoyh+o5k+lU832q+Lmec5la9XyprJ1mcJIgaZpSdcfK2dQEFLZC4reHE/YrtXPAzoHPxQGla/Tpi0Va3/2iUXVgDQwqKSY/o8yaP/0pFmmwamfPYpGJVpqIzKQacGRKVQCEbZOkLvOoBmb5fzQgSWrXgKUKLWq3gdEin6OOqXlGBcK208vZHvP/cP1TgVFBVSEhFpYvt1jvVRVqdP3KIdRsPrYpEwrOki9V1207qN4LGHWv2lb8NLdVPVPVL120yEJmpuWOSVvnUxUa21xFJfTLDK35ZjUzj9mkKQUFWayz8NgKLZ8FGDVPpv5DnV/XoehXNUUxy1Kg88inbPZrJiHlNEoT07Wr6V5kbpw71/IxC4S2lfCjKfWUY6kmS4Tm3ZQv2dZacfy4xWrqnD/f8plN6QqY0bEkPMgU/8YbxjnkZ5RJVW4AswiCnkn9JwJDWVDkI1ef1tXkT5cg8tZbxjGMXvunnQN2DnynOSAwtB00H3Sz0hrT041B3AyyMbcXaAQFYdGExzrm3r13zaPmNloePYpFwTjyzWjg0oCoAdgcTOXT3LULiwZNSeo6jwYy+Ye+iJZkew33WX8gMCpoSEEd8ltJc/b3tyBglM9q0CAD7H/7W4vVdKyZLlStRoOyTMy2lWKaAqPM2hIMdDzNayjhQoDSp4+RXyoBok2bu/MzSpCRL8zkl4BSNVQHD7ZYTYLyjel/UiK+NG75z/70J2NyavO+PwswSlBSjVVXV4tVwHnhBSN/VUFXElh0X/LLycwoc7mKi7u5GYKNiprLdywA//OfLdaAFxUsNyfDVp+vr8UqGCnnUHmxCQkyZVqsYCs+6H/Xvel+VExd1glpevZm54CdA3YOfG85IH+vBmP5hTTptwkYXyJDHgiMMhcLYBSJK9+pom2PHjXAQ9cn8JLPVJGMAjVzblftJ1AwTcFNgVFl3qTpqUkokG9MgKBi4dJi5JeVFm22psCo1B2zdqkARlqngFGmQwkXMh3qes3r0XE+KzAqJUeCiwQARSvLjC5g1H1qaTb58h591AB0CVnaTyZ5gaWpeSnIRcKSkuf/+Z+NMnQtWlisKRW6Vk2TJT6FhRnasSKWJQgJJHX/ixfftSqY57Uv7Rywc8DOge8dBzTICiTu5fP8EpjxQGBsaLDwu9+JjPQUacVmgW7NVSjAlBlRkbcfB0ZjH7PotgZ+08+qe1AFG1tglE9V9yyztdYVHCJAMVtTYFy37u7xdU0KJNH2Y8darEJFcbGhaZnTVek4nxUYpcmK9zI72gKjAM/2P9E5mgKjTKh//etdYJRpUxqkArd0XwJDka5LplWVlZP2HBpqsdZwzc01hAkBfU4OODoac/J+yVYDk832pZ0Ddg7YOWDnAPBAYNTgL1BUsrjmQpRfUEAkU2q/fhb8/Az/6cmTFqtfUVqa/GXKg1PyuNmaaozSqB55RAW+LTz+uOHvkv9QEZJduhh+WPnyzHqfTYFRJkuZUuWvVUCNrlGpLjLvduhgsYLgD39osc67aF7DZwVGmVI1ybuqHGmieIGSNEUBni0wys8o86g5E4gqzcg3JyDUfcybZ7Fq29L6tK00b83sIfOofte28rE2by7fo4U//9mIltZ9CJzFPx8fi3VbW9+qeT/2pZ0Ddg7YOWDnwJfDgQcC48SJxkS9CuFXAI7AQWZGmS3lA5XmI23RbAJO9SnNRABqNvlily0zvxlLmY21rdJztK1MlvLhyc+n4J2//EUBP8a20iYV6GMLEApgUTCL+hXlqyYtTN/VL61L/j2zybyrYz+o6XeBugJvlBRvlvzTMjHx4/ek4wiwBeC2wTe6F91TYKARfGPyQccQaEpTVjCPmoBfflH5ZeV/Fm/VzOAYmYIVPGNvdg7YOWDngJ0DXx0HHgiMmsXixRctdOxo+BMFAF9Wk1alaFz5VzX9VN++hhb4ZZ3vXsdV+UH5Tc0o2XttY++zc8DOATsH7Bz4bnPggcCoW5dWI7PfV+HnknYlM6k0xK8DnOTfNQOGvtt/u/3u7Bywc8DOATsH7seBTwXG++1o77dzwM4BOwfsHLBz4LvIgW89MO7Y3kjN2rWsXVtNdXWVdbmuZi01NWupXbeOdetq2LBhvXW5rqbG2ldfV8v6ulrqa2upqzXW9X1Dfb21T/3mb9rW/L6+rg6T6uvqqK+tM85RU8NaXUN19R3StVRVVlJVVWldVq5Zw5o1q63rWlrXqyqprFxzmypZc3ubNatXs3q1sc3GpsmzwKvnDvPKid2cOLCNg7s2cnBHPYd3r+fgrvUc3rWJE/s3c2TvZmrWrGBzXTW7ttaypX4NDRvWsntLDScPbqNxQxXbN61ld0MtW+urOLyngeMHt7OroY69jRs4eWQ3B/c0sLNhAxvWrWHf9o3s37GRPVvraKivYteWGhrqK9m1ZS0HdtRx6eQe9u+o4/DODZzYv5VzR3dz8eR+Xjm2h1fPHuCNy6e4duEw1y4c5NLp3bz2ykFev3yMy6f3cfHUPi6dPcir545w4tBOzh7dzZG9Ddb7O7ZvM2eO7uCDW+9/F9+/L+2ePvrwA04daeTo/gbOHNvJkT0bOLKzhhN71nF8bz3H9m1if+M69mxaZe0/squOozvrObVnA8d31HFsx3oObqrmzO46zu/fwsldtRxvrOJoQzXHt9dyfGetdf3Alhr27dlCddVKNm+qY+vuDTTs3cj2PZvZumsD67euo2ZdLbUbNlG7eSMbGhu4dvM6b759k3fee5ePPvoIi0VkTLQtS5Gxru+fncTIB23flNHvvvM2OzdUc2zXFg7qed+7jT1b1nHl9EFuvHKEyyf3sXfLOjZVL2drbRXbN1Sza1MNOzet49COzRxs3MieTes4saeBwzs2sn1LDRs3rmPnzga2NW5hW8NWGrZtpbGxgcbt22jcto3Gxkb27d/Hu++/z60PP+TWBx9Y6f3bS/O7uVS/6L1bt2xI32/T+7d49/1bvNeE3n3vfUTvvPveHXr33fd4//1bTdnAphNXqDl8kXWHL1J7+AJ1Ry5Sf+QSG49dtv626cSrbDp5hc0nr6D1jSdfZf3xy2w8dpFNxy+x9eRlGk6/xtbT19h4Qv2XrP1bTr7K1pNX2XbqKltPvWalxlNX2H76CsbyKjvOXmPHmdfYeeYqO85cpfHMNbaduUbj2RtsF2n99Gs0nr3OtrM32Hb29TvUcOY62869QeP5N619jedeN/Y7d4M337sdrPGJu/3sHd96YPTx9qL5yy/S/KUXeOnF52nZ4mXatW5FmzYtadWyOa1bNqetdf1l2rRqQYc2renQtiWd2rWmc/s2dG7f1rrs1rEtXTu0pXM7s68dndq1oWO7tnRqp23a0bldWzq0bk3Htm3o1K4dHdu1p02LlrR6uTktXnrZSs1feJGXn3+BF55/lqefasaTzR63UrMnHuOJxx/l2WeewlzXd5Hx/TGaPf649ftjj/6VR/9mUK9ePT/xbxYk+JHk70Ts9H5ETelN5PieBI3qwkyPjkwa0ZLJLu0ZO7w9/Ts0w2vgyzh1fwpPh+aMHdyaxaHuLEuZSnq4Dz6DWuDZ/wV8h7Rh3uR+BI/rTeA4R1z6NKdX62YM6vocngNbEzpxMOETHPEf1ZvUYG9iJjuQO8+N+ZN7szhkBIXzPVga58Xq1PEUzvckJdCJyswA1mYHUJnuR+OyGEoW+lKdO5uGilA2lwWyY2U4+6qj2VIaQmNFFBuLwyiOG8dMrx7MmzSQxDkjyZs/jvK0qazMmMn77978BB/sHffnwHvvvkVe8hgWz/ckLcKFvDhP0oP6khXQnbSpHYmb0JlFc4fg7/kSUxz+TMTY1oS4v0ymX3cyJ3Yk268Xs7o/xoLBzzO311Nkju9AvPtLRA1/jnivtsSPas0Cp+eJdmrOAj8HfId0wqNfR/zGOzJlznD8Il0YOacvTlP70aFPd17u3IOXe/Ti+Z498U8JZdOhBg6fO8nF1y7x/ofvgxUQTZA0QE53ZwCn5c7SFvz0m/m7+s3v5tJ2W63btkvnz+DV7XkS/EYQ6tmXAJfueHR5ltRpI2ksiqI0woeEcY5Eje7L4OZ/YfyA1ox3aMks566M79+SEI/ezBnemZmD27FomhPxfkPxHtIOtxE9cHUagIfHcLy9XHBzG46b+wg83F1wd3fFzX0kizLSOXbyFGfOn+f1t27y+s23uHHzbW68+TbXrXST62/e5JrojTe5+sYbXLlxg1dv3ODytdcNunqDi69eM+jKNS6Krl7nwpVrXHj1NV65fJXzl65w7uKrVnrlwmWuXL1dysuGEf2T19N83ipaRqyhTcQKOkStpkv0GnrFraV/Uj0OaRutNDBtPY5pdfRfVEefpHX0W7Ca/vGrGJpahXNOA4Mzt+KwqJ5+cWtwTKxkxOK1OC2uwyO1GrdFNbimr8czvRbvzDq8sjbilbMJryVbGL1kO6OXbMNryTZGLtmJa+52PPL34lmwB6/8HXguabT2ueTvxSV/H64F+xlZeADnvL24Fh3CvfQobkWH8Cjaj2fxPjyL93Lkyls2d/j5Vr/1wDjK25vevfvQv19/+vbpi+OAAQwZMhgPTw+GDhnGoIFDGDxoKM5OLrg4OzPQcSCDBg5k8MDBjBgylGFDhjBowAAGDxjIEMdBDOjbnwF9+jOgbz/69+lD/z796Ne7H3179qVX1260a9WK9q3aGNS6De1ataZty1ZWevmFF3nx+ed57pmneObpJ3nqySesS3PdBEktBYYmPf6YQLGZFRhN0Hz80Ud5/LFH6X0PYFwc6k3M1L5McGqHx4AXGTe8DT5DWjPBqT0BPt2Z7NyZgNG9mDS8DRGTBzB3bC/mTx9CRcpUNpRGsG1lLHUloRQlTWGia1c8HF5m1MDmOPd5jkFdnsJ3RAdc+7fDfUA7Rju2YuLQFgR6diBp1ghyo3yIndqPpNmDWODXj4JYTwrme1EY40Fl1gzqi4KpLZrHkc2F7KxMo74wjM3L40kK9iJy6iDKkiazrmAu1XlhVGb7s7cmhYYVC6nKCmLL0vnUF4ewrSKSury5FMZPYeniWazKmsXbN298vif8e7DXjddf55Am+bVpAsbspNEUpPmSmzCa7IXe5MwfSVbIIHLmOpDg24F4v56khwwlakJHAr1fJtDpeWI8nqc80IEcv04sntCDsH7PM/HlP5Lm0ZrcyR1I8WlH2JAXiRj2HAtGPE9Iv2eIcW5L5Ji+zBnZl9muvYifN4Gk9EAC4jzwmt6HHsO60bJLJzp068VLHTrRffRgRkWPJ7QgguLaYo5fPMF7H77L+x/c4qMPFc4uMoCsKbg96LsJiGJD0+1sWGNdvXD2FGN6t8DfqSO5waOZ7dwFr67PMWtYR8oXTmdlwnSSJg4mbdJgAoZ1wKvzM4zs8CRBbr2Z6NiGaYPbM3dkT7y6PYefYxuCXboT7Nad0f2aEz/bm6SAMcwY64S32xC8PZxwcx2Oi+swXF1H4OQ0DHcPN0b7jCInN4vde3dx8+2b3Lz5Fm+8eZMbb7xppWs3Xue1G69z9cbrXLl+g8vXrxvgJ+C7dJXzF0VXOHvhVc5cuHyXXrnEmQuXOH3+Iqdfucjp869w6tx5Llx+tSkbcEhZT5voKtrEVNEmciUdolbRNbqSnrHV9Eusp3/SBisNSNuEY/om+i/W9yoc4tcwIKmS4anVjMzajEvOVobot4VrcExYw4hFVbgvqmR0Sjk+KeV4L1qDe2YdrrkNjMqqwTd3LX45qxmXt4HR+ZvxLmjALX837rk7cc/bhVvBTrzyt+O9pAGPJdtwzd+NU95uBJACR5FzwUE8So/jUXIUr5JDuBcLNPdx5FU7MDJt6iwmT5tIwNw5BAQFMDcshOmzpjM7YDYRURGEhUeSmJJKfFIKcQlJJCQlExcfz/zYGML9/UlNSSIxMZ64AH9S4xcSFj6PsKnTWRAXR3rGYnLylpCVk0t6ZiYL4+MY5emG/ww/pvtNYuJYb7y93BgzejRuLiMZMmgoA/sPsIJpl86daNOqFW1atab5Sy/x7DNP8+zTT/PMUwLMZjz5xBM8+YQ0xMdp9vhj1r4nHr8Llk82e4LHHv0bfXr3/sTDHOvvxmzvbkz16Maccf2YNao7U906EujTnSCf7qTMdWZJzFhKU/woTRJNYsXi6VRmzaKhIpLNS6MoS/IjM3wU0927sCjci1FDOtCj5aP4DOvCFLfuzB7dh1EDW+PR7yVmunVlptNLBHu2Ye6Ybrj3epqZbm1JDx1JadIUKtKmUxrnw9LECexck0hZylQaVi5kffE8cqPHkTzXi6Vps4iaPpSKjDksy5hDRsxkVuWGsHllCnVl8dQURrA6K4iGFfOpyQtkdcZUsudPJCN2IrH+I7j5xu1itJ/gxve747333iM4OJB5qoNo09579yYZce4sSRxLcfokCpLHkB49kiXzR5IdOoS88KEURTqRNLU3i4MGsThkCOEeLZjl8DjJY5+lxL8rOVM7UzCjF1njexLh0IxFHi+RPaE9aT6tSBvdghin5wjt/yxzHV4gbOhLhA9+iendn8TftQeLYmcREzONmXN9CIwaT78Rfejl3JX2QzrQYnh3Wrl0pbdfLzxDhxGRM5eC6kyOXtzH62+/dkcL1O3cC+Ca9t3vu+3+Nqyxrl46ewr/oR2ojPdjaeRYlsf5MXt4J2YN6cA8jx5syg6zaoMhLl2J8OhBsFNnpjq0IMStOwt8HZnj3IlZA1sR7NyFINeu9Hry10wb2A7/we2txygK9iYvcBQBYwbh6dIHN+cBeLgOZaTLUJychuDkPIShwwbh5DwU71HuVFWu5tq117h2/QbXblzntevXeO36dV67doOr16QdXuH8pct3tMCzFy4jMoDvIifPvmLQuVc4ofVzFzhx9jwnzp7lxJkzHD99hnMXbueJ2TDDIW097eZX0X5+Ne2jKulk1Rgr6RJTRc+FtfRP2YRD6mYcFwkYNzM4bR3O8UUMiy/BMWEFg5PX4Z6+Hu/senxSlzF2fiLjYhOZtDCVCclFRCwIJiY+nIi0RKZnFjMjYwkJSYHMSUkheFEGU7MrmbRkAzNyljMtq5zxObWMyt2KW95WRhU2MiZvC945m3Ev2IVL/m5cC+9qjM4FhxhZdBS3wiOMLDqEU+EBRhTs55AdGFVvNJEZs2YwK3AW4VFhREZHEhUTRWJKMgnJSWRkZrI4M4vsvDwycrLIL8gjd0kuxYVFpAYEkZ+ZwcriQor955LqN5OsjAzK/YNYkpFBUUkRy5aXs3ZdDVVr15KelUNw4EzKitIpyFtMXn42yckLSEiKI2dJJvMXLmBxegapaSkkJMQSEx1BVFQE0TExhIeGEuo3jZkzZjJ54kR8PN1xdXZh8KBBDHBwxKFffyv16dOPtm3a8mSzx6zA2VclhZq0BbM9WThrKCET+zPdqwf+o3sQMq4vwb69yYjwYVV2MLXFUVTnhVKSPIPS1OnUFMxjbX4YS1OnURQ/yWpKXTxvFCETHFkU5knqXGeGdn2SwV2ex9+7M2lBI8iL8iQ7wpPMeZ5khbgQPbk/gd7diZjkyNbyCOrzAli7JJCMcG/KkydRlxfA1tIwGpfHsbMylU1L57OlIpEVOeGsL0+gKj+M1VlzqC8Opzo/lKzIMdQURrFxWQL1ZTFEz3QiZpYLq3PmsCZrNoG+jlRkh7EqL4J337GbUm0fA4HBqVOnrAJct27diYi4XWPx9kbiV8b80awunMeq4gi2VqewrjyS9ChX4mb3JydqJJkhQyia70Jm6DAWBev/diHZryeLJ7Vm6ezOLAvsTkVYf1aED6FgVj+Sx3Yie1ov8mf0JG9qN+JdXiB2+IsE9HmG4EEtiR7enIgBLzCu/RMEuPRmlrsj4YETSUwKZm7MFKbM96a3Vxf6TuhJO9eO9PDtxYCp3XHy709w1mTiyoOp2raKD27d4iOrs9FQHC0fGb5G8/7vB4Rmv7bTutls182+K+fPMK1fcxb6OlAQ5EGj+JQ0gyDnLmTOcKEiepwV9NJnOJE6ZRhenZ8k3LUbiZMGEebRkzS/YRTOdmXRpMEk+joS6+NI5CgHwj16Mde5C0kTBpE2eRhxPv2JGDcQT8c2eA3vjtdIB1ydHXBxcsRpxCCGDR2I04jBjHQdQWRkGJs2b+TipUtcvHyJC5cucuHCRS5evMyJkyetAHf2wgXOvnKBM1ZN8AKnzt0GxLPnOHXuHKdFZ89x5tx56/LU2TOcOH2K4ydPcP4es947Lt5Ix9i1dI6ppkPEajpHrqbr/Cq6xFbTM6GOXkn19E3diEPqehwztuKyqAqvpDJ8YhbhE5OMc9Jq3Bevxy+jgpjwsWRObUfm5BbkB3YlKcKHotA+bI7qSmNcL9bFDaI6diA54U7MS40nNDWNwIxC4hODiFsYiH98Mn7ZyxiTsZZRS7bgk9/ImCWb8clvwLNAWuQe3Ar3W02qMqe6FB7CtfAwI4uOMLL4KCOKDjOi6KAdGPWQp2ekMy8igqC5gYSEhbAwYSELE5OsIJi1JI+k1CSychZRXJpPVnYOxWWlVqDLKyokOy2dpfOiWRYcyeolS1hVsoy1yZmsXVJMQX4exSUlrFq9iloF4Gyop3RpKcFBMyjMTaGkOJeK8mKSU2LJyc2gpLSQ4uISlq9YzrJlJaSlpZCWnkZCUrzVXJKcnEjK9NksCI8gIS6OyOHOhM72Y57PGGIXxFg12aSUVCJiYgiaO4/uXXrwzJPN6N/vk8C4MHgsAWP6EDLJgYhpg0kKcqMsdSZ5cVNYFO5L3BxPChKmkx83hcUR48lLmE5R8kyWLprDvCmDKIifQmnydHJjx5MY5ELsNEdCx3QkYVY/5vp0Z55PR7y6P8bY/s+QG+lNTW4wa9JnsiHPn7WZMylPnkJV1mzKksdTkTae6iVzaFwey4o0P7YujWDTijTWlydRnRfO0kWBxM7xZk1eJKuyAilPmcGarCDWF81jXW4QG4sj2bJsAevLYlieEUBS8ChKUmezIMib0GnOVGTOtYLqB++/Y45p3+ulBvmTJ0+zOD0TVzc3uvfsg/eocSzVpLQ2TabUtGh3ClL9KM6cRWH6dHISJ7K6MJD8RB+KEn3IjxlJduQwiuO8WZY4kYxQZwrmj6Qw0oVlIQMomNGB9AmtKAnsT9HcwVQm+ZDs05bFvm3JmNSNZXMcyBzbliinlwns/Rxhg54jctAzzB38IgEDXmbO0LbETnclPNgX/6iJjAvwZuJsD0aFDGbolH60H9GG7qN64zR7CMP8HRk4w4Xk8iWcuHSGi9cvce3mDT5UcI41QOfBplXdugmM91vasIdrF88ROqIjMx1bsCJmIg05gayIHUd5xFjSpwxheeQ4yiPHM39UH2YNaUekVx9Kg9yJHdWbBb79KZs3hrK53iyaOJiFo/sS7d6D1ElDiHLvTta0EWRMG07YyG6EuHYmzLUr6dOcCffuT5BnHyY5d2aMUye8nLri5twX5+H9GOkyBKcRA/EY6URaWhLFJUUcPX7MCnTnL1zg5JkznDpzxgpuArhz51/h7LnznDkrOseZs2c5c+4sZ8+d4ezZ05w7d4bTp09a6dSpk5w4cW9gHJq+ia4LqukWV0XX+WvoErOaztGr6RKzhu5xa+kZX0PvxDoGpNYzbNF6nBZtYHRiCbPDZhIf6sy86NkEx8eRsXASJf6tqfB7nCyPP7ByZjPq5rZg58Ku7Evrx46EHmyc14q1wa0oD+nOqsg+5MW6EJ8UQFrkSKJjAwhISWZGdgXjc6oYlb/VSuPzNuGTvxnPgkY8inbiVrALj4J9eBUdwL1wP+4lB3ArOYRLyWFGlBxiRNF+Dl952/av/lzr33ofY3ZuNsmpaUTHRRIQOIuoBQtITEkjZ8kScgsKKSgtIW1REoVF+ZSULaV8eTnVNdXU1tdRvryCFatWWUEsryCP0txc6tZvZGn5Mmpq17F8+QqKigpZW1NFTW0N5SsqiJw3h/Kl+axaXsrKlWWsWFFGcUkey8pLWVe7lrr6Oiqr11BeUUpRSSHly5dSUlpATm4mBTmZpPgHET99JrETJ5MwfTbRPuNISIgnv3AJBUX5ZOVkEp+YxNQps3jmqadw6P/J6TWWZoSRFDKKpGB3K7gVJfixNG02y9L9WVswj+WZQeQn+JEf70dewgzSInxJi/QlI3oS4dOGszhiDNkxY8mPn0T0tKEUxY1hdfpkVqVOojxxDMWRzqTNdiArdKTV5Lo0aSqrFs9gZdpkMiO8SA5yJX62E5nhHlaQ3LoigcNbCihKnkFS6Bhi/T0ozwhmUdR46/f5/m4kzvVkZYY0wSCWL55FXWEodfnBrFo8i+qcEGqKoqjKDydhjifhU4czxrknA7s3Z7JrB1JCPHjrze+3j1GD/Y3rN6iursHLewx9+/WnR+8+vNSqHcOdXEnQVC02TcCYtcCTnIWjyFroTeZCL7IXjCY/cRzZ8V6ULh5HTpQTWVEjSA8ZwJKIEZTGe5Ef6UR+jCsF0SMpCBlM+sT2FAf0ImdGD4qCB1Kd4EHxnD4sHteBgmk9WRHmSN70CS7tMwAAIABJREFUnix0bUGkw1NED3qK6KHPETeqE6HDXmL2sDYEjhlGUuwcEhaGERo5A585TvgnTGDE1O50cupIu6EdGTTNAZdAZyYnzME/I4KI/Pmkr8jj1RvXkMaoJh7ca2nbZ93gU7bVNtcunSdoeHvmOncm2rMH23KCWRs/ka2ZcyiPGkfShIGsjp1E8qRhzHPvTurEwZSHepLiO4AFXj1I8XUgY4YzOdOcSRnnQJRrV6JGdiV3uhN5s5wpmO1EWbAnC336kjhxMLFevcmcMpTCOe7kB48iYdIIonwHET1lBJNdezDerQ+eTj3xdumPp3M/PEc6MnGcO1MmjiY8dDZ5uWls27aJY8cPc+7cWc4IKE+dsi7Pnj3L6dOnretaChBPnjzOsWNHOHHiGMeOHWPXrl2cPmMzP99tRo1I30TPhdX0jK+k+4LqO6AocOyxoJo+C9fRP7Eeh6Q6JiVkMTa1jJD4GBYFDqByTitWBnSgeFp71sxqQeP8LqwPacnG8LZsmNeSfQk92RXXjf1p/TiU4cjRzIEcWeTA+pBWbI/qSH1UF1YmuFIc7kJiQjDR6fFEpGcwM6eIsbkbrJrihIJNTCzYiG/hNsYUbGd04U5GF+1idNFOPAp24FVyAPeSQ7iVHcWp9DAjSo/agVH/bW5eLvMXzCcgyB/fCROZNWcWCxYmsigznYUJiRSVlbE4O5vCokLKli2lYsUKSpctpXZ9LVU11azfuJHYuPmUFBaQn5BETV0t5RVLqauvpaq6kpraOgSaq1avoaAgn4zFqaxbt4bVqytYvnwZa6pWsnTZMipWVFC3vpZtO7ZbgXdVZQWr1lSwaUsdFcuLychMI79oCUuXFpKWlExebhbJSfFW4C0qKWBZeTG5+blkL8mlsLiQ3NwCWrz4Mn37fNLHWLIoiLR5Y5jh2ZOi+MmsSJ9BZfYc6oqjWJEZYAXLjOhxZMdMZGGgO4HjHJjk0oXxTl0InjCAwriJlKfOYP70oUT5ObA2w481aROozp5JWfw4CiI9KIjyJC9mDJXy+5XHsbkshk3Lotm7bhGNKxayc3US+2pz2FGVzvbqLA5uLqRhVSKbVyRZwTdkwgBmjenPZI/eBPo6EDPTieUZgSxPn8OSmPGUJfqxPM2PlYtnsDY3kDW5IVSkB1CWMgvf4e3p3fZJ+rRtxpxRXQn06cbNN66ZY973ZvnRRx9YweD4sZNk5yzBw8ubbj160bvvAIYMHYq3tyddevSkr0N/FqoOok2TjzEzeiQ5sV7kxPuQHe/NohgPkkJcSZnnzPLc6RQv8qUwYRTlqWMoiRtDRvBQsuYMoijCicIYN+ry51AW7caykMGUBTpQGuDAisgRVMaOZNncgVTMHciyYEfy/HuyZFpPMsZ0Im7YC4T2fYLIIS8xb9ALhA9tgV//FoSPGURylB9JqWHMDBtPn1FtGTt3GG5THOnu1InOXm0ZFT0ExxlDGTLbG9+oaYSnz+eVVy/y4Ucf8tFHtyNTb5tV76cV2vabwThamqBqsuj1qxcJcurEnOEdifDsSWnYaDYunkXalIHk+LsS5zuAXP+R1KXMYmnYWFZF+rI2xpfcaTIrO5Pg1YOE0X2JH92XolmuhI3oiP/A1qSMdWDJ9GGsDPNgWbA7se7dWODVm4ypTiyeMowMv6FkThtB2uTBZE8fQUmwJ0tDvVkd58f8ScOYNrInngNa4eHYCnfHdngO7sxE1z6MGt6NYf3bMXJYd1IXhrNpfQ2NDRtZW1nB+voqKleXU1GWR35OCivKi2jYUs+q5WU0btvKtsbtKO1r5+6d5u3fWbqm19I7roo+CTV0j1tHl9hKOsWstlLX2Ep6x1XTN7GOwYlVxM/zJT98BKvDu1Ex8zlWznqOdaGtqYtoT/XcFqwPb83WqA5sCm9LfWgrtkR1YFdSbw7nDGfbwl5si+3GkQxHDi12YFdsV5ZPbsbG8HbUBrekLrYn+Qu9iFm8gNnppUzMrmRC7gbGL6ln4pK1TMpbh29BA2MKRVvwLdyCT8EWPAu241a0H5fiwziXHsap9IgdGPXvFhUXk5iSQFh4GCHzwq3aVlJKIouzMsjITqeguICUxSlUlC+jtLSY1ZVrWLFqJSVlxeQX5lvNqjKXlhYXURyfzLLyMsqWlrBh43qSUxLIyc1hxcqV7N23nw0basnOWkTlmhXU1FSyes0qGhob2bBxE2VLl1G9bh0bN2+hvGI5SyuWkrookTVVKyhbVkhZeRGr1yylbGkeJSVLyIuJYV2FrqeC3IIlrK5aQWZOthUYs3KyKSwpo0uHzvTt0+vOQ2yuJM/zJSPC2+rbW54eSGnyDMqSZ1CUOI31yxZSmDyDuEB3wvyGEDp1MMGTBuE9uB1zJw6lMHE6OTHjyZw3inV5c1m1aALF890pmj+G4oQZxAe4kzd/LKUJk6jKCaYyO5ji+Cmsyp1H2aIgKnNC2LI0mo1lkdZAmqWL/MmJnUJ1YRTbKhdRkTWPye49meLWk+AJjsydMJjomS5WsEwI9mDZ4gDKFwdQlTOXuoIwGipi2bI0wmrercgMonzxbKsfNGrqUEb2eZ4ZIzsyw70Db77+yVBzkx/fxeVbb71FZWUlpaWlTJo0hX79BtChY2defLklPXs7MHSYC87ObvRzGETnLp1ITPq4xvj+e2+RFuVKaqQbi6I9yIrzJDfem9z4MSwMGkZ2nA9l2X5UZPhRmjKOwoTRFMZ5UDTfg8JIVwqjXCmc70VFoi8rEsZQFDTUmsJROmcglXHerIh0ZlXUUFZGD2dZ8ADKwwaxNHQwJUGDiHVqQeSA54ka0pyo4S2ZM/AFgga1JtSjF6PdexIZOxsHl06M8nMgcXEEwVGT8JjlSNcxneg7pR/OgZ70nziSiOwkVm5cy4Wr13jj5g1u3Xr/TmCOgM4EPhP0zD4tm1LTZ+TV86dRYE3c2AFEuHcnc6YLK2MnsTLGl1Xzx7Eiehzl88ZQmziNlZG+VIR4syrci22p08n2G8Isx+aEO3WkaLYrgY6tCB3WAd8uzzC5+7PMd+vCQo/OLJk2hPlu3Yh260G0e0/C3bqRNc2FhHFDSJkyjHhfR4KHdyB1wgCWTB3ImihfCkPGEO7dl2if/gQ4d2Xa0I7M0LH7t2KsQyvGDWyNr2MbxgxsyxTnbowf2oFJLj3wGdwJt74tcevzMr7DOuE/ZgiDu7yAn4cDAWOHM9HTkaTY/8/ee383lp9nnv/B/rBndz1jry1LthVa6lzdXTkXc845ZxLMCWACQOScQUQCBAnmXIxVZLFYxWJVdVV3q7qVLK1nxqPRWJbksa2x7LE189lzb0u7Krf2zOyZX0ZzhDr3APcesgC+uBcP3ud9nuer/OdloDxwhzSxYzwk1XWfJPsdEq07JFm2SLYKXeMu2a5dumwelrR5bBsyuTN+mQfaK9xTXebUnMALXw4fB7I5td5iS/YmK92v8MR8k/uaS+wrznGovcodxQUeGW/w3JnMx75Mvhsp4GNvJjtDZ0Qw/cCZxKklhVVHGaaAMGvcoXdqn4HoFrKp2/RMbdE6e0zL7EMRFCXxh0jiD2iafUL9/AfULXwo0qpVK9/mWz/67x+7/MZTqdPT05gtZhwuO76Aj/BkmPhcjEAoiNfnwh/0EZwMsbg8x/xCnKXlZXZ2d5mOzzA1HWVpaprFpUXWl5e4F5tnY3ONe/cO2NrZZnd3n8PD+9w/Pubo/hEPHhwTDvu5f/8eJyfHnJ4+5IMPv8794/sc3b/Dzs4mh/cO2L97wNLKMre3NlhYmCc2PSkCo0DLbt5eZWNzmVV/kO35OLt7a6yurRKfFdSvEdY3VpmKxfEFIyTeSPy1HWPYPMB2RM6jTRcHC2aOlm0s+0eYsvUQsfXx/GCagKGT0dZsWkuuUpXxHt1ViZilFfhVTcRs/az4hrgdHub9bRcPlrQ82TDzjXthbk8quB0e5XjRyN24RhTHHC072ImbxOe5t2jieMnMwyU9q34ZXnUTfn0Ha5MqVifVrIY1jHYUkXzxa4y156LtLaGr6haqnkJ8mmbWg8PsTI2zPaVmP6ZjPzbOqruToLoen7qBwwW9KLwJa+sY78iis/gCvRWX+Ju/+tFnLur/GQ/8l//yc37wg39He0cnVVWV5OZkkZeXR0F+CWlpmVRV1VJVU4fN6cLpdlJaVkJpWQXT0/GXyiGIb7yaUtyaanyGJjzaaqK2BqbsDcQ9rcx5Ooi7Jcx7Wln2d7LgbWfB3Urc3sCCownXQBqT8kJmdeXMmapZcbQyp6ogPJDJvLKK02k5G/oyNvSlrOnKWNMWsWupYNdWj6vxOvqid3E2XcfenICh5jKjBecYLriKrqOUmFuOwzSEfKwNh0uNw6alpq2UrNYsasZqqZc30jAuoVHdQbdBxuHzIz7+3nN++OO/5B/+09/xD//pZ78Avk9XKvh1ICgcE26/vH+pOL+gUgWBzKaxnS2TBFtzJpqaFIL9pWzoWngaVXDkk/IwOMR31m0cuftYGqvkyN7FsqIOWc55FEXX0VfcwFiZgDTjLE3XX6ft1uuoSq6hLbuGvS6RQHsmpppE5EXXcLfnoa1Jpjv9LNL8y3h7y7E0ZuKU5GKsSybaX8zMUDmhviLxde06B3BI8ujJvIC0QKB9E7E0ZeHtKSY4WIm1JRdNTRrOzmKsbflERxtYMnazPzHGHd8YG/ZBDgPjLBu6mNO2M2cd/udloCx4QKJ9n2TXkQiMKa5Dkm27pNp2SLXvkuLYo8oWw6epZGf0XeZlZ9kdfe9TOtScyD3FeQ7Hz/PElsBTeyKPzbd4oL/KJ/5sPvSkcVd1gSPtZbF7fGy+ydc96Tx3JPPtUB7fCubxwpvBJxOZfN2VwieeTB5ZrnPb24QuGEQ6tY48ssh4eFpUrbaLHeMTsVPsmDulffYBbXOPaZk/pW3hMQ3zH1Kz8h2+/Vtg/LRjFMBPELmodSqcLgeh8KfWCrfXQzDkJxD0iuIboZNcXFoQQc8XmMBhNxNxfjroPji4w4bRzqbbz1ooyNHxfR4/PeXOwQEPT055dHrK0dEhsViEnb0ddve2OT4+ZmfvLmtr60zPTIninHv3D9jevc10PC6C4uLiPLdvbzAZ8TMzNcm02UIkEiLq8TMZCIjCnJXVZXHGuHd3i+2dNVENG4xOkXgzkczMz1KpdxbtIrAsB+Uou4sY7y6lry4d+2g9ttF6jLIalD1lqHtK2AgriJgkzNm7mXN0sxEaZcrSgU/Tgk9Vj643H11vIT2V1xlqTGctqOB41cm3Hi5wsGjlyW6Yjw6ifHgQZT04wuGChcN5o6hw/ebDeT68N8vzuzPcXbKyEpIz7ewnZOkl9fJrVGaeo634GiZpMS55FT5lPbuCkCc2zuG8me3JERad7dwODRI1t2KRFbPu72YzPMjShAxdXwEDNTcpT36Tn/zosx6sz1zlv+EHhA/xk4cPaGpsoL6unsqyYrIykkVfbmpKJufOnSch4RZJSSkUFhRSUV5EenoaKSnpeDzul/56YcY4aagmqK/Ao6pkwthI0NJCyNxM1FbHlLWOiL6CWWcTm7E+tuNSbscGWPC0MWtrZFpfTlBeTFxbxqKhimVzI1FlGbP6Kha1VUwPFbAoL2WqK5lJaSaLY7lsaguYk6XjbrqCryMRj+Q6ge4UpgazcbSmMZh/gaqLb2IbKMOlkuCzyDHrBvB7DYwqxyhprmZA34/M3EO1rJEqeQv9riE8q27kPh0zuwtsn27w5z/+1/zjf/6nT7tH0eT/2Q7x14Hlrxbob/7yB/i68tjUt7KmqsffVYi7sxhlxU3mFHWE+kvw9xazoG7k+bSKhwEZ9919bGoasNUnoS27garkBkZBYFN6g4Gs87QmvElX2rv0pL2HIv+SqNR11CcR7StAW5HAcOEVrE2ZBHtKsNWnYapLEx9bW7JwdRSiq07E25mLtyOPYFc+q6o6jtz9uLoKmR9vISqtwlKfRmykhtsOKVsOmQiAx+Fx1k3dbNn6uB+S8/GakzseKSdhBcchBduWHnYdUh4vTfxqCcTHxaFjbjgPueV5SJrnmFT3IQn2XRIdu6TYb1Nim2VE0c7yyGXuai5zbLrFseYqd+XnOdFe5Vh1gfuqszxzJHCgPMd99SUREJ84knjuTuV9ZzIfuFI40lzksfkGX3en8dyexFNbIt8I5vJiIpNPfJl8U7j3pPPMcpXHlpts+iW4Jx1owxEU4RjK8CzSmU1apk+pm3lK0+xT2uIntM+e0B4/pn3hlOaVj6ldFqjU33aMTMWmsTksTPjdWO1mAiGfSK0aLQZRgBMOufH5nCJATvjc6PUaVtaWCYVCeF0u/GodM9NR7h7cYVFnZWdlhU2Fnu2dHTY211lbX+PBw4fc3t5gbW2J1eUFbm/fZnZ+jt29XXZ2d1hZXWJ7a4ODe/ts3N4U55HxuVlcgjp2MkIkFiU0GWAxEGBLrmfNGyAudKyBAO5RBZFIkPjsLCvri2zcXmZ9c5mZ+VmuXbrya4FxM2bC0F+OW9WCMG/0advR9ZZglJYxoZWwNjnO4bKTb58u8a8+WOfjgwiH8ybcijq8ylo2hYt8QU9Y14KhpxBNRybL3j5WAzK2YypRBDPn7GHW1oFjpJKIvp6AromQQcJSQMmsd4TdWSOPdsPcX/cRd0uZUDUSMXcyZetlxi0lP+kMNTmX0XRlMzFeybyrB6ssn0lDM2vBIaYs7awGBlhwdjJSn4Kk9CYNeRewSIuJGFpwKmoxDpaibM9GUnaV//CTv/zMRf0bf+AX8Wc///nP+au/+iu+9a1v0t3VSX1NLRlpKWSnJ9HZUkdJQQGZmbncvHGD69euU1RcSEFuFsmJt6goryE7Kx+3y/tSOf7hZz8lqq9iWgA0awNhaz0ebQ1BSxuT9lbinjac0lRMnVcIjOexMNHFxqSUrekRlvwdLHolzDnbmNZXM6UoJSIvYcXaxKyxlqiqjKisgMnODBYEgBzKZktdzJIymx1LJauaEuZVJSKtGu5JwttylehQIa6OHDpuvY28/CZeeTMR2wizIStuh4ap8AR2s54BaQ8Dyi661N3UDkmok3XSJO+nQSWj3zHK+JSc6J6fhy+O+N6//zN+/Lc/5u//8WcI81iRWhXi5YR//xU69ac//vdsmdrxd+Ux2VdCb/p7aGqSRBXqrKKBQF+JKMBxtGYxr6hlz9bJk8khnoaHcDQkoy6+iqk6WZwfCjNEe1MmA5lnGcy+SE/qu6jLbjGWdxF54UWWRkuJDpbSmvgmPWlnGM69wHjZDfS1KXi7CnC15+PtKsQlyUNTmYClOYtATwm+znw2tC3MKppY1LawY+9mRdfKkraJ75/M8Wf3pvnenUm+sx3g/VkTBx4pT6JK7ji62DZJeBQY5nlMy0fTWratvdyNGF86R4SdquBdEu27JHsOSXfdJ03oGF33yLOv0qC14pXnsTz0HnNdX8VR+ftsjZzlY282B4oLPDbe5Eh5jmPVOU71V7g7+g4H8rPcEwQ4hqs8dSRxpLvMQ8NVPvKk8VB/lcemGzy1Johd5TNHMh84U/jIlSqC4seedF5MZPDUepMPHMk89WZz293MRNCEMeBnyD9D28wxjfEntM49oSP+iM7ZR3TGT2ibfUzT0gtql77Ft3/095/5O///HviNp1IF/5YAduMaOaPyUcxWE8FwQPQzOt02zBYdXq9DBMbpmSiTkYCo/hRUqrNzM3htVib1RrY9PubdAZaWF4hpzdy+fZvtnV1ub22KlOjhvX3u3NkhPhNhcXkJq93OsgCim1usb6yxu7fD+u0NAsFJ4vNxQpMRPF4vs3OzzM7PE5+bY9HhYmEyxJzOgWlMTmxmCrfaQNBqJRAOMjMbY21jnqWVeQKhEGfeeousX9Mxnu5P4VW3YRyqwjHeRMDYRczRh1fTgm2sniX/MA83nAi0p6AC/Wh3AmEWONKSjmUwH7+ylFVvPxOqemzDpRzM6cWOzaduJKhvIahpIqRtIG5pxjxYgm+8FrOsDPtYLQZpKVO2LnEmuBkZZ8k/Rszei32kCrkkm4G6FGxjtVRkXaAo+R26Km5ilRYRNQrJK604R8sI61vZnlIw5+plKyxjZ1LGXlzFgqcfv6YFv66JuKOfiKkd51gZ9pFS/uPf/s9j8P8lvfeP//gPPHv2BItNS19PL32d3ZTm55KXlU19QwM9PYOo1TrSUtLIzs5nQDpKVV0L2bnZYkeZcDOJ9LRMsrNyGRoaeena//u/+1vxQ803XoJfU4pLWYRPX4tDVYPP1ERsoptpezNT6kKCw+lMjlegqTvLsr2e/fgQCxMSVnztbE0OEDM24h7Iw9ObRVxTw7KjnSlVBWuWRiaHC5iT5jM/UsjCYDb75hru2AQgqWfPUkN0MIOZ4Txi8jLCI2VYGhNEoYqxo4QJVSfLATOxgJWgz0TAY8VjszCmHGbEOIhM18ewaphR1Tg9cjmdyhGkznEssw4iuxEie5OsHC+yfbrN17/7bX7807/lH//zz/kvwvb/5K/+vyD5qwX6Dz/8PluWTrztOegrE7A3ZzFWcl0ER4FitbdmMSnSqq3cNraLndtpcJCTwABHrm5CnTkYK2/hb88Tuz+hkwt1FzNedI3+jHM03XgDSdIZBrPOYq27hbb8OkN5l1AVX0GRf4HutDOfPl9lArbWXKzNmXjacnA0pYvqVkdzBv7uIlySbLbNHawJna2hRRQJbRra2LZ18d27kzxftPHRioMXKxaeTI7ywbSSR4FBTrz9PJro50lQxql/kJnRKkLytl8tgfi4yrdLhm2RZNc+Ka77pIqU6gHt8kHcg4lE2r/KQs8r3B57j+n211jqf1MENYEuFdSnj003eai9wiPdJe6rzvFQf5m9sXc5Ugvzx5vsjL7JHeU7PNBf4qH2Eocj7/ChI1kEwhPDNU70V3jffIMP7Um88KSLs8mntgTetyfy8UQ6n3iz2fdW4gmYsAQnkE2u0hh/TMvs+yIYts09onVW8Dqe0rb4AY1L3/gtlSq8s1KZjOGRIRTjCuTKUTG5xmKzYrVbUShGUKnk2O1GLDYDPp8Xl9tGJBLG55vA6XQQDPiYmY4wG48RiUQJhQIsL84zE48xv7jA/MKcSIXOz88yPTPNxIRbVKkKopzp6RhT0zGmZ+KiulRn0GI0G4jPRJma8hEOOohFvDjteqZiISZG5ExN+rDZHQTGdMyZbUSVBjxOF17RYhLD6XIiUMCqcTVvvPYqOdmZnzmZX9yfZn9OR8DYTsw1yIJfTtTWg76vFMdYA0F9G+vhETFv1NxXzLSxjd3YOEONqQw0JFOdfZ7mwktkXXsVZUcBEVMrXmW1SLGGjG1MaJuZsbYz6+okZu/G0F/ISEua6I+cn5CyNjlG3N6FbbhctI0E9e1MqBvpr00j4eyXSL/8Nepyz9NafInGvAv0Vl9nTJKJc7QSVXcBNVmX2Jsz8uIwyONNq6isDeramLJ245LXiFtA08iiZ4D9aTlxWys//ev/sVSpvwS3z7w5/5UDQlfz8ccfs7m5SWQqTFd3G4P9/TQ3NNLR1kBXWz3S/l7aJB04vFG6e0dIz8jm2vXr5OXkUlddR21VJQnXr3Lhvfd4+41XeeUrr2A0WV96ZqFjDKjLMPTcQiO5xISqHL+2lqC5mZC5gdmJHkKmRuL2JuLmRqy9GXSk/AHdqX+EvvUK69EBFrxteGTpBEayMXems+TsYc7czqKtgxVfD+vuDjYcraxo64gPFuOrT8BS8i6rqgruB/rYMdewrq9gWVvOvLaa0Egpk6MVaGsTkNekoZRUMWkewaOTMRt1EQjoCPnNmLVKPH4TFt8oo5Z+7D4zNpsFu9XOmFqLZFRBl1aJLmwhdNsvbrrQBN7FGWb3Vvnun3+XH/31Dzn58JS/+Mlf8q++/2/44Y9fnlH/+N/9a+bldUx0FBDuLWWyv4y+zLMY6lJxtObg7S5CV5uCuy2XTVMXK5pGTsPDbBmaWNfUMdlXjLslC0dDGvaGDBHUIj2FzPSXYa1JQV54lb7Mc7Teep22xDfoyzqHrOCq6GlUl99CUXSZ/rQzGCpuMJRzDlNTJuamDNxtOUy05+JpySAkZAa354pWkVBvMfv2Lu44+1nRtzE7VsWyuokdew/3/MMcB6Rs6xs58vRwz9UjCoW29I3ctbSza2rF0pKJS9r40jki7FT49ynVhci0bZLgfUy6+4hC5wZtXZXM9rzGsvQMy71vsiF7m4nqP2RF9h5PrAl84ErliSWBJ+ZbIjg+0F9ha+hN7qnPc197mbuKs2IXeSSoVVXnONFd4pnpOifqSxyrL/KBLZGP3Gl805/Bh/ZbnGgv8r41gUeGazw13+SFO40PHEm8cGfw3JHAE3ch+6YMJidkSKe2aJo9pUXcTpDMnSARaNWF92lZ/oRv/5ZKhcbGRnp6OhmVj9Df34vBqEGllqM3aBhTjKIcH0WuGEalVojdpNNpx2I2YjDo6O/vwWoxMeHzMBkOMhkJEwj4CIX8CP7IyckQkegkU9MR0W7h9tgxm3UEg15xZri0NM/a2gpLK4uEI2FU6nF8E04MmjHM2hGcehkuvQy3TopJO4p1XCECswC+wfAkHrOdaCQippcI4QMutxet3oDOZKa6qlYMH8/Py/nMyXy6bmczPMJ6RC0KXqZdUnT9xaI9Y3/WzKJ3iIC6DvdoObbBIsLqehZdXUzbO7nw+uf53f/tf6Gx4BqDTanYhPnfSBGOoXK86mbsY9W4xhsI6gTPWy/zE4Oi1cIkqyBs7mTW3U/c1UtI6Cz1zdyeUnNnzsL+jJ6QoQ1ZcwYhvYT1wBAzllYcw2X4lDVid7rgGeTukoWvH83xZMfL7oyK/XmDqKJdj4yzPa0mbGhhYryOGVs3p+s2nmya2JuS8bPPZKV+Kq74THF+eUCgKX+Zt/mLMOpPF/kUfu9l+b4YsvIL6u2Xv/7LewEAf/7z/8wh4+hMAAAgAElEQVQ//dOn1omf/exn/MVf/IVomBbi2P6/bp8C56fKScFb9pOf/BUnJ4+IRqP09HSjUikxmy1IB/rpbm9Go1ZhNOqQtNVTU1lGZXUVku4B8vJKeP31N/nqV16hrqKC5to6Ll+8wKtf/TJvv/kmF8+fEwPrLWbzSy9FEN/41BWE9DVE9DWEDE2shobZWzAy7erGq6tn1tNN1CEhZmkmoq1EXvkessK30TddJu5oZjkkZcXXha7lCp7BNNzyEsLaambNLYRVdSza2lhxdjKtaWRGWUVspIJgRyajQnRa6Q0WRoq5rSpnRV7EurGeuKaKuLqGCWkRmsZMdL11mIcluNWDhOxanIZRgg4dk24LAYcNt8tM95AEmWaQ3tFePG4DYbsNr9XC0Og4MoOGUY8WfcxAfHeSuTvTTCz58C76md6awr8WZPneKssHy3zj//rGS/X56U/+AmNNIhFpFY6WbDxtuUwOVKGtTBBfu7M1h6mhagz1aVhbsnFLctjUN7NtbGGyt0jsMIVOM9hZgKsxE235LcI9hewY2/G35eJqzsJQnYyy+BqdyW/RnnqGgdzL6OrSkQo5q2U3MNeloyy+gqYiQcxj/TQxp1C0dsyP1TM3UomlPgV3e74Ijt62LPZtHcwpaphVNhKUlrEi2Eg8Uj6Ma3g+Ncaz6Ch3bB2sqavxtqZgqU1gvOQqdddfxSVteKkGwk7JxAFZphXSnTukeo5ot3mw61rxyVLx136B6XbBsP9Fwg1fxFvzRxgK/wV3VZe4O36Bh/pr4nZqusWp8YYopDkxXeHEdE009wv06t7Q25xoLvFQc5GHmku8b7nFh85knlkT+NCVwjf9wmwxhQ8F4Y7pBo/0VzlUnOO5LUlUvn7oTOUjZ7JIxX7kSubAXsSkX4s8Nk/7zAnNgggn/oj2+AmS+ac0Ln3y245ReGOrKispLCqgo6sdSXsbvX2dtLY10djcREtbM43NDXR0tNM/0EffQD9y+RgjYyMMjQwhlQ0wNjbC2Nio+EGl0anF7lPYH1cpxGNDwzK6ezpEO8joqIyRkUEMRh3jaqXYHXonPAibyWpBo9eKyliNVo1ao8JmNWDUKzCbtFhMehzCxe5x4gt48fh8qLU6MX9VAHG9yYTBbMFstTAyKufi+fO8/urXfm3HuDwxiHWoBLeqiQltG47xBmSN6QS1DUwoqvEpKsRIt5hRiHOrJqSpEXNRvSPFDNQncevdL5F5/k8YbUzBK8vHNVSEtjMXx1gNFlkpmv5i9NIyLCOVzDh7cKvq0fSVIICjT92EpreIwepExltTMA8WE7H0oRLop5EqFj2DxISMU2MH0/YuVoPDbEzKmRLSRba97Mc1hA0SrLJiAto61vyDbE3KuDevEX2SQiLPsm+YBc8As/ZOJvW1qDrTPkOlCr62XweNAoD90z/9oxir9eTJU/z+AN4JLw6Hg9WVJZ6ISwE94Zvf/JZoihaMz8+fP+f73/++mFUpzPt+eRPA7fvf/3N8Ph9ut5upqSkMBgM6nY7x8XGsVisvXrwQZ1vC7whA+cMf/lD8f7/1rW+xv7eP3e5gZGQEjUaF2WzC7fYSiUyh02ppbW0SQ+yl0kE6uyQkJSWQkZHCUFcj5fk5tLb1cOHCFRrqW0m4dYt33znLG6+9xZm3z/C5z32OL3/lT7hy7RLZOZniufrL1y2+lp/9FPdYMS5FGVZpFlFTEzOOFjQ9Sei6U5g0NeBR1xKyCiHjXcy4OgmrqzB1p6NpTsLcm89qYJC1qWGOl01sBnrY8Hey5Gph2dVCXFdHVFVLXNvEmrOHeVMrM9omZjWNTA6WsKquZ8fUwOJQMdaKS8zKCpmVl2CVJBEcq8DaXUhA3oy6uxTHeBcOjVQERgEgJ0xKQi4TAaeVCasZu1GL0aLDZFES9liJea1E3S6sBiMDyjH6zKM4FoxMbFixxGwoXEbkPg36qJ7oVhDfgodn33z2q+Xhh3/+ZwR7SlEUXxOByNmchbE2FWNtmphYI827KHaNG6ZOVGXXxe4y3F/E7HAV+9YupgZLsdanEegowNWUhbk2VaRkN3VteFqFrq8AZ0s25rpUdFUJDOScRVEiqHRzGC25ha+7RARXAYCHci/Sn30eaf5VdLVpRGRVbFm6WVQ1oK1KQl2VhLezQPz/PW1Z3DZ2iMk8ty1d3J2Q8Sim4nRymE19HU+mRogJtR4uxteRjbk2ka60t2nPfo/Nic/aNYp890iwbJFk3yfXvk6/speZvrPsKC4Sbf4ivuovsNr7BsH6zxNq+hLumi8w0/5l0YaxL7/EI0siT2yJoujm3vgF7sjf467yHEIHeV99XpwVHirPiZaMvZEzHCjOiTNFoWN8YrnFC08q3/CmcaK9JIpyBGHOB44UEWgFmvZIdVHsSoXO9ER3Vdye2lLY8bWjnFqndfYx7TNP6JgVKNUn1C8IVOpvZ4x0d/cwMNgnBojLlWMMSvsYHpEyKpch7Av0psGoR2/QMq5SotVpcbmdOJwOzDYDVqtJ9CvOz80QnxFi4BaYmYmxuDTP3JywPydaKaZmogQCLkpKiikpLaWsvIy6ujqamhtok0hob+9A0t5OU7MAxi3i49bWVjo6u+jt66Wvr5ehkWHG5EIXK4Q+q8TwZ/noALKBDuTyIUZHpQjgW1lawpk33xRX6cjL+WzHKOSfetQNWEeqRHBU9RYha0rHNFiCa7QK13AJPkW5uOrFlKGKuLWRCWU5xrabdBWfI/vqq/SUXEDbegt7XzrmvlxGm1NRd+ag7c5lvLsQRVcRXk0zEUsHAV0z/XVpDDakY+wroqcqkdqM96hLP0Nf1U3Unfko23MZFdR1ykb6alJRdRbh07YxZekRE3j25kw8vxvhw8MQH93xcbpm4nhRw+3gAGsT3awI1J62lrChleWAnMN5PXemVSy5enCPln0GGL/3Z3/O7p1DHj9+zOPHT/ixGMD8V0xHI0yGJujq6kDS2kxdfRPjSjkDfb1ivQUQamltQTo0QnNLG4X5BbRLJCLzIJXKxPfpT//0O+KHqACSwox4cLAPs0k4V8xi9q2gADWbjSgUY9jtVjY3N0SFsgCcExMTIngKSTQCoKrVGjHg22I2iWDodrlRyMdQK8YpLc4nJzubouISrt24wtVrF3nlK18h/dZFmuuqqaysor1VQk9HH6kpqXzxj7/IxfOXeOONt/nCF77AV7/2Nbp6+2luk+Dz+1764P/ZT/8ao+S6KMAJqKpRtCSI1KpLmAlaKomaKpmyNODTCWrVbiLuLua9XciaEkl67Q+pSnyTaUcH86Fh/uzFHd6/FyWgqSCiq2DD18GCuZ5Fu4SIsooNn5TtsJKdoIwpTQ3zunpCvels6OpYV1Yw05dFtD2F9fFKYsNFhIZLCY1VE5XX4R+rw6ftIOhSYDVLmfKZcGiGMYz2EfM70Y4OYFQM4zLr8XlseOxGon47MZ+ViMOC3+FkRD1On2EEhV+OOqrCv+ZiatuPdVaHeUqNKaTiycePXqrP3/7434vdnABMQuD3YOZZdNXJaKuTMNSmoq1KwViTQlRWyfRQNb5uAdhrWdM1E+7JY3W8nmhfiSiwETyK7tY88ecj/aXEpBXiHFVVnoC+Ng17cybm+iScTWk4m9OxNWeJuavmhkzcHfnY2rJFP+VI0VX0damiIGfD0k10pIZ5VRPOtkwmunJZGK8lLq9hXlHHpraRdW0De44eDt19HDo6uO/u5NmMnDVtHTMCUzNQiLoliyuv/T6Xz3yRuEP+Ug2EnVL/IcnWTXIsyzQaPQyPNRPrO8t9YyK741eYlrzCZP3niXe+wkLf20x3vMrm0Dscqi/iLPtd7htuibTpavdXmWn+I5Y63+Cu8gLv2xN4bLnBqUnYromPhZnk/sh73Bl5l2fWRFF4801/Fp9403nhThU7RkF088KTwSPDdREcxU7Uk8E95Xkeqi5xor/OjvoWC7pSbAEHHXMP6Ig//tTwP//sF8D4W1Wq+C3e6jAyNCxFMT4qUqYe76eiGyHRJjYdIRT2i9RnIODFb3MwPz/N2sYyC14X814324txVsJ+dpaX2dzaECPddva2xVQbQQgzvzDD3FyUgN9Fh6SRSDREPB5jbX1dDAqYiceJTk+LghuhG4jNxInPLzAZmcLn9xOORPD5AkxOTopq2GAoRCAYwuPx4Q+E8Hj9OJxuNBotWp2GwYFBstKyeOfNN8Ulsf752TzvGcSnbUHXV4xf14p+sAxVTzH99SmiMtU9UoprpJCgqpyQqpTQeBEhVTlj9VcoS3ydrMtfYazuOsr6K6haE+gpv0JRwhu0FV9B25ktzqKUXSVoeovRdmVj6MlipDmNjnIBBAsIGzvpq0tloD5dXJaqJvM98m+9iaa3im8/XuN0O8yktQ91fxWqnlKi9m78xh58xi78uk7C+jb2pjU82XSwOyVnL67l/pKJqL6RrfAYz/f8fHwU5nTDyW5UIdo6/v7v/ualMgg2mTGFQqQl6+trGR4ZRT6upUPSSV9PN7U1dVSWl4tfVGprqkVg7O7uJj8/n76BXvRGK22t7TQ3NdLb0y36BgcGpHRI2vB4nPzgBz9gcWGJoSEZUmk/WrWC4aEBRseGGFfJMZn0aLUaTCYDFovQCbrErtRoNOL3+3E6nXg9bqQyKUtLi4wNSxke6KOqrITq8lLamhoZlfWi1yrF15mdmcGlC++SlpFJWloKmelplBSXMTo8Rn5uLjdu3uL8+Ut85cuv8Aef+zx/+LnP83u/9wdcuHyD0tJi5uLTL9Xn73761+jabhAxVBHQVeORF2DuS6K/6C28smRmLTXMWBuI2ZsImFpx6ZqIObqY80vR9lcib07Frywn7u5hd9HKdz7cZDk4SlhXz6Sukpi2nJiqhDlzPbPWNjEUXszPFahZdTUzqiruTo4zP97Mwmglm6oq9owNbOuqWVKWEZNXMKWoZU7fQVzXzrRjEJ9nCIu+H59JiaKnCZ9dg9k4hkY9gMukwWs3o9WNYTGN4zYqmdArmdCpCLpdKHVqBnRjyFxj6EPjmMNqVD41qgkFuolhHn1476X6/PVf/jui0gpcbTnoqxOZFLJMq5PEwPBAfxmtCa8S7CvF0piGqzWLZW0L82O1zMjKxbi3GWkpi6NV+CS5KAqviuZ9ZfkNnK3ZhLoLCXYXY2vKYrjwuqg2jQtpOU3pBDvziA4U42vPxt6cIVpGlo3tPJzWchxV4+8rZVpWztxYpThHXFPXEe3PY1FRyaq6hnVdAwtjFewam3k40c93N2y8H5NzEhjkSWSU7205eRQc5Hiij9PIAGFZEa05l7nw6uewD39WfFMZuEeqZZt88yIdWjUayXXkWb/DjvI6C31vYS38AwK1X2Ky6RUCDa8w1f5V9sYucKi+RKj5T4hLvsTx+AW2Bl5npedVljpeY3voXQ7Gz7E58BoL7V9ma/AMK92vsS07w5H6Eg/Vl3lqFrrFDD50poiimwfay9wbF+weF0SA3B99R6RSBYAUknGEeea+7G02ZWdYVSawbStizj9A+/wp7XNPaFl4Kq7FWLf4Ed/50X//ggO/8arU6ZlJVBq5qEy1O63ibFFIrBG8i4IAR8ghnZ6JEQp5iUb8eEbk3D/Y5mh1mScTbraVWtZm46zaHGxHZ7h7eMiDh8c8fvJI9CourSxwcHiXpeU5UUDTIWlieXWJxYU4J49PefTkEafvP2P/4JCt3T3mJqPMTk1x9+Aea4srBIxGojPT3L69zfbyipjNuryxyfbeXfYOjti5c8jtnTssrmyxsLxOfGGZqfgc4cgUyTcSyc/JfemCFnbirn68qkY0vYW4lQ0oOvIYbc9nsCkTbX8p5oF8HNJ8LH05OKUF+OQFqCRpdFUkkH3lFXIufom+kouMVl6kt+QC1WlneONPfofSlLcw9ORg6M3FIKtmtCMfk7QUc38+lsECeitv0VV+E3N/KRZZJYb+EhSSbNaDozxad/F0N4i8oxTNQCX1RTdIv/oWtXk3GGrLRdFbiXGsiZBtkAXfMPfmTTxatbI7rWFnWsf9BTNPNpw8WbPzcNnMow07J6s2HqwIy1Cp+Ie/+9uX6iAEOTQ0VNNQWy5S5cPDo0hlwyJLMKYYp03SSU11FY0NdbS3tWM2m5FJR6moqKCrp4ec3EIy09NFUBHW58zPy6OxsYmOdgmVFeUMDPR/OovWqxhXjmI26TDoVQwPD6BRK5GPDaFWKcTOX6tTi+IQi8WC1+vB4bCLnaMwS5ZJ+8jJTiEl6To9nS3iEmVNjU2YjRpysm6Rm51EdUUJVRUl9Pd0MzKqoKKynJ7uDq5evci161fJys0VTfy3hMV+z10mKTGVKxcvfLpA9/kLIsOwNDf/Un0EH2Pc2crCRAc+dSkRXSlBdT6yqguY2y+yYi0Xjfxzjiamba1MuXqJOjrxCCup2HpYmVQw7eghbOtk0trJQmCY+cAIq5MKZt29TKqqWTXVsB/oZsXewnagn6i6ikVHN5vuASLKOmL6Np7tTnIvqiE2UMj0YCFTg4ViR7OmrmVJXcWctoYZfSNxnYSwthWPrgufdQynQYbXNIbXqkQ2JMFmGSPgNhANexlRDqLWjuBQjeDVKfCbtISEgA+PE6lymE55H6P2IVTeUewxLWqvjAfPD16qj6BKFRSpvq4CMb/UUpcsinCckhxiw9VYGzPQ1yTjas3BXJsiKkQFr6NXkku4p5hVVSNxaYkI+s7GNOJDVfi78gn3lDA1UIajKYOJ9nzUlUloa1KIDJSiF3JZqxMJduYQ6srF05GPsyUTT3cRT9ccHC9ZeLEdYN/Vz11rO+uaeqaGKkTwnB+pZFlZzbKyimO/lIf+QXZMzZwGBlhWVHBgk3DX1c2/vePj47lxnkdHeTY1wtfjSh76+lgcr2fd89mOsSJ0jxTLJrnWZZrGFQx35KLI/gMC9V/GX/dHTFR9EW/lHxNreRVVxr9EnvE73FFcY3voLCtDZznSXuNUf5UD+Tus9n2NPdlbbPa/IapS13q/ymLHV5ht+TK3B95hvv0VHlsS2B0+w97Ip8An+Bq/O1nAt4M5fORO4sRwiWf2W3zdk8onvgyRVhXo1BPDdZ6ZbolBAUf6GxyYMlm2VaKZW6Zz/pTGxQ+oX/oEyeJH/OlvgRHCkz7MFjXBkI9ILIjVZiI2HSUSDTI1LZjuF5iamiQ8GRQzBFccFrYsFvajUe65vOz6/SxZ7SyZLJw8OGRvb5u9fcHAf5vZ2SlmZ2M8ff+Uvf1tDg92aG6sQ+gmX3zyAccPH/D8oxd867vf48Gjx9w7us/u1g47Nj+P7p9w8uCE+bY+HsQXODl5wqLewsPTp9x/8IT9u0fcufeQ7f17PDx9xu7+Q+4cnjA1syAe3zu4j05lIT8n76ULWthZnBjCp20SLRQT6iYMgxUouwuRlN9iVJCfd2Vh6k7B2JmBU5qLpiONmqzz1OReoC77HMMNidRlvCXGS2Vf+jLpl76CrD6NhpxLWAezMfTlYZCWoegqYKwth3FJDrqubJrzL5F16avkXPkKg7XJBHWtPFgy83TLywd3wxyvuZm0DaLqq8M02oJmsIb8xHdor0xhsKUAeU85xuFGAsZu1gXz8YoAjFq2I0L03LgYRPBg2SLGzgnJPGv+YXan1Nyd1SHYD371Fgj4ycvNoayoEElbp9hlV1QUU1VTTnGxsFJBBcIi1t1dfWRlZCORNDE2qqS2ug7Z0AgVlbVUlZVSUlwsbhXlJfR2d9PY2IBcLqe8vFSkPAUKdDYeYcJjx6RX4bCZREAUwHFkeJCxMRl2uxmH8KVMr8XtceDxeIjFZkT6vrQki4HuFtRKOVaTGYlEmINLxdd37dolOtrbqatr5vqNa9TW11CQX0BGaipdHV3k5ubT3t5Lc2sXSclp3LieRElxpehpzMjI5K233+bV117jwrm3Meo1v1oeRFWqqhTbcBF9jQkY+jPxqyvxKCqw9SYgLfoaE2MlRPSC0KmNiFnCpLmVmK2TuLufqHuQpdA40+4BkVKd8/QQdXaxFJEz6x8TBVPB8Up8smw2rPXsBLrZ8kvYj0hZNDfhHy5jydrN0bKHJ5sTTA9VEOvNZVVZSbS/gPhwGcuqOlb09Szp69l0deHuLyKobCIiUKqTeiZcSiIeAwbtAFJpK06HhrDTiMduQDbYjXZ8CLthFK9pnJDNSNhlIzzhQaEao1fZR61UgjwwiETTyP7D3Zfq85Mf/BvsjalMS8tFkUtssIy50TrU5TdE8LPUp9OVcgZZ3hVGi68zLNCctSmY69PE2aFAmU4PlLIsr8bbkoa1PoUpWTmr6mZCXflMdOQT6C4SE3WGCq9hakjDUpcmpuKoS69ib0xGVXkDTYXwfNnMadr4+GCKGUMnT+dN3HP28MDTzbKykiVVPdMj1cRGKokJQNlTwJpJwrK+lWVNEyuqWjZUNSyMlLNnbGVxrAJns5DiU4Cu5haKkiv0Z76Hd6j5pRoIO5XBA1KsnwJjmcWHZKgDTdHnmGr9GrOSL2PO+T0cxZ9Hn/27uCr+CE32v8RT/SXs5X9IWPI1DsYvczj+Dgdjb7PY8WV2R94VqdSHQgaq/F3We77KTv/r3O59jd3hs0QaviACozBrvCs/y7H6Mu+7UnhuTxTnkcIccn/sXU6MN8Rs1W/4s0SRzjNLAi+caWJAgBAO8MiawbE1iw1nI/bJCdoWn9G58JSe+RO++6OX2aXP/NH/DQd+4zvG1aUYM1E38dkQvoBHBMS5OcFCEWZudoqDg13m5yKEAi6ODvc4uneHo81NjlZWefjwmB2h8xOCw1cWOTq6x73DPe7fP2BldYG5uSmRdj198kD0MG6sLyIb7OHhySEvPvmE5x9+xHe+96/4+Jvf5oOPv8mD06c8/+gjPty/z/PANO8fHnGoc3Dkm+bIM8mmxcPC0jJrG1scP3zC869/g50799jau8vT5x+zuX2XxdUtVm/vcfzoMZu371CaX/KZtzFiHcCtasA0VIp+sBRtfxnyDmHNt0t0Vt5irP4W6pabjNVfp6vkvAiGJSnvIm1IYtrYzMmalb0ZLSsTA6g6c2gvuIiyKYHRllQGaq7jGCwSBTaylkyGW3PoqUmhsyKB0tT3xIDj+rwL9FclEDNLmLZ2M2PvY2/GyIJ/hKWAgid7Ee6vuBCCzHNvvk3m9TPU5l2nryEDZXcZFnkTYWsPgg9yO6ZmeULGnRk19+YNHMzqxBi6/bieBa+UjYiKo2Ur/+nvX6ZHhEShutp6KspKqamupry8kuTkRFKTEkV6tKiojMaGNiSSDtHzV5RfSHFxCcJ9TU0tZRXVVFXUiOKtsrISOjo6aG+ToJTLaW5pRhBdjYyMMjw0hlIxitNuwm4x4XXbsFsMeFx2PB4HbreNUMiHd8KN3W4TLUFmkxmjwURfXz99Xa30SeqoKCqguqKajo4uiktKSUlNoqQ0h/y8DNLTU2msr6KivJi01FSSbl2nv6+T/sEeamrqSbiVRkZ6NqkpWWRkZJOYkEhqajqpyekUZKaTefMagX+efPOz/0hgvJKwpoKwvga/AEimFpaDUmasNcSE+eJ4pbhaSsDYQszRzdxEH1NWCdOOLma9/cwHhpnxDBKxtbEUGGDJL2PGK2V6YlgExylnPwuODtwdCex5JSzpK4jI84nrq1izt+Nsz2BK08ayW8qapY0VbTPx4UqWhiuID1WyYR9gxzPImqmBNXMj/pFCnNJypvVtCJ7asGeMlZiPCZsKnUr4EtItqlfdRhV2vRrFcB9O6zjqcSmRCTt+m5GQ28bc1CQmg4Z6SSsj7l700UGevnj40nX0Nz/6Aeu6FvYsnewIFqW2TPxdBaJCVVCMGuvTUZTdFEFRVnCZ/tyLyPKvoKpMRi2styiwKbWpRHoLWR6rItCRi0CXCuk4G9om0ZzvluQSHarE2Jj5CxVqqphco6u4iaLwEuOl1xnMeg97YxrW1kwOompWHX2smDrZFqLn5JXiUleh3gIisjJ83fnER6tZN7QwPVrFvjBfDA6zpG1kVlqMXbjuS68hyz2PsS4FR6swu8xBV59Cd+ZZ7H2fVaVWhu6Sat0i3bpBkWGSAUkxo8n/K+ay3yfW+sdMNXwBf9UfYsj9F/jqvoC39vP46r+AMuP/YDj5f+dw/BKH4++KloyFjq+x2P0m+2MXONFe5s7I28w2fZ7Dkfc4GH2PLdlb7Iy+x0b/66z1fo07Y+9xe+ANnntSuac6L1o1ntkS2Rl+mw+cmaz1vsux9hbPHJk8Mt0Uo+SeOZJ435HIPd0t9nQpPLCkEo65aJt/hnTukN6Fh3z3L1/+rHjpjf9v3PmNB8a5eIi5mItg0IVvwkU8HmVxcYal5Rhzs1HW1hZw2bUsL0RZX53lzv4WR3e2eby+xvP7B8xpDOxNTnH/zj4bG2vcvbvH8so8Bwd73N5cYH1tnmfvH7GztczBwTZDsn4eHB+IoPjRi0/4xre+wZNnH/L1b3ybZx98xHf+9Hs8ef85z++d8CAc58n2He7fe8jJw1MODh+wf3Cf+yePefTkOdt7h5w8ecHunYds7R1w7/iUw+NTNrb2WdvcYX1zl7aGz84F5jwDeFS1OMeqUXTmMSLJpb8hg9rcK5SnnaOn7DKt2WdoTDtDTerrtORfRNtViJBmM9yYSsTSQ8Tchn+8AZe8lvG2LMx9BUhrE6jLvUR/XSJ1+ZcpSHiH1Euvk3blDSqEfMfmNAzSAvrqkhmqTyJmamGgJoGhumR0vQUMteZjGq7HqWhkqCUHSVkSnULAcXkK5VlXqS+4TmtpMl016fQ3ZqGTVvJoy8/7OyFON9w8WrNzf8HIgxUrx8sW7i2a2ZnWcjs8wj+fMc7NzVFQkCcCSXtbK729/dTXN9AhaaWzo0MEuqamJq5dvUZyUpK4+HN5WSnZmdkU5BXQ0dFDfV0zKalpYueZkZFBdnYO5aVlaDU6lEo1rVDYOZcAACAASURBVK0dGI1mBvoHUCmEbtGO3WIm4PMSCgWZngojHxmkr68Lrc6M2zPB6LAUSXMjNdXl1NSUU1tTTkNdFWkpyeTl5tHc3EZDQxMtjc3kZ6aScP0iedmZVBUX0NZYw5m33ub6tZvcvHmVlOREsWscG1XRIekmNTWDt956iy9/6U+4dvUS77z7LmffOcOXvvh5RkZkL13yApVqGSrCp6rEq6gkbGgmYmwioqsjbm1gP9rNuquVSV0DQaMAhn1Ere2iCjlq62TKIdCnMvzGFmbcvcz4hlgOy5kTzOKuPhZ8I6xMqliPKlnzdLEtrM3pbGbVO8i8sA6ovJrIWA3z1i5CqhbWHJ2s2rqYUdQx3VdApCOLYE8RC4oaVtTVrBjqiCsrCApBAJoaJsZqRdp9ecbN+lyYxWk/LvM4Pus4Tv0YXuM4BrkMr1WLWS9nwmHAbdfiEH7GZSIeDuC2W+hTduBdHuf9bx69VJ//8Bf/liVVA8KsUJiBxgZLMdcloyy5xnDBZXQ1yehqk0VvoeAvVFclIsu/TE/GWfozzzNacAVrg7C6RgaulgzCPUUiOMakZdw2Sgj0FGGqT8Pbmc/0cBXRwUomOgtxCOOOshuMCilPDalMdOaKlgxF2XXs7fks2ns5io7zKKokOlQmhgxM9hcTGypjSlrKobObOUU1Ez1FbLmG8QhLWtUlYqsVwgYykZddp/LKlxgtvoyx7hbBvkJc7bn05VxgYlTyUg2EHWHGmGwV4t/2KDKEGWhMZij191Dn/x5zHV9hrfdVZiWvMFH9eaxFv4+54POY8v9PFEm/gzL9d9kaPcvqwKtEm/8YZcbvoM77fU5NCdwff48j5Xvc7nuNI8V5jtVX2FdcJFj7J0QaXiFa/wX2x85zV3GRR6YEMWP1WHNJpEoFYDxSXeZYc4PFnjfZGrnAse4aj0w3fpGYk8SJNZU7xnQOTBmYZpbpWfyAgcUHdCx9yJ/+6LfrMbK4GCMW8zMTjzA56WVhMfZ/s/eeQY0laLrm3527c+fe6e7paVNdXd6kqcyqdJCZZJJ470EIECBASEhICCQhB0ggvBASSCAQVnjvbZLelu+u6u5qM2bvmJ0bMzG7M7PRd+/djd14Ns6piY3Oqftnf25EZ8QJ6WQqkszDkT6+73vf52V7Zw1h9+j19rK3L3BMp5mdm+T2wRrHB9t89PQhSxPjfLixzs+GxjjZ3+Le3SNxfHp4tCOKJe7fO+TjDx/y5N4BJwdLHG4vc+9kn/o6DRtbG3z48Sd8/NlP+eqXv+bLX/yaz7/8BT/98iuePvuIw9snfPL5l/zkZ7/i48+/5F54kWcffcQnn33Ow8dPuH1yn8XFVXT6OgIjY9y+94Tjkwesr63y6NkzdvaP2N47Ym1rD5vJ/o2beT5gZsBZxmCrHLs6k8aqVFSF0ZRlXSft+ruUp1+gNOV9FNkXUOVGsDRo4Pa862tv4qCR5aAdj7UcffEtRtuqmelvYHvMxbRbx7SnngFHFX5HhQgh77PJmRm00G8txmsvpEGegLIgCo8pB1PpLapzImnTZYhG/rSo0ygltzAr01FLE1FK4pDn3uTWpXdJvH6OkswbKCSJ1JakYFHl4XWqmA/Y+Phwgp+cTPN8d0gU3Dzb8omK1AcrfQiHoE79tzvG+fkF1Ooq0Qwv7AUbTXWYzfWoayppc9rRaVSYjA2YjCb0gmK4VoXFbEBeVkFSQqIozikokJCenom6sgpNtYLszCwqSuU0moxYzGba2tqw27/eKXZ19tLvHcThcOJ0thCemqCjtZkaRSX1Oi31dbV0tDno6+pAV1ONsqqCUlkxN28KatNbREZcIjsrE0mhBLOpHqvVTG2NkqTEZM6ePkVOWgoZSbcoKSrAptdSq6xCWliCrFiOzeqgsLBYZKVGRkYQdS2S9KRk0tMzOHPqFGdOn6Kl5UVAtFAYhbzOoKuMoEsmEocmuqsZbillaaCWuf4aOhSxtFTFszzcJGL8BJ9rqFfYN1qY8BlYCjWzPt7E5lgzW+F2tmY7mR8yszbWzJLgle1rYGumi6VRJ/fWB/jVhxv8xU9uiyktA4YC/OYyNodtIhRgtEnGdHsVgw15jJkKmbUXs2STMdlQKKo99/rVbHWVs9hWQthZRLizkqUBA6Geesa9HUwM9TM51MdU0M2wu4X+1kb8va0M+7oZ8rQxFuhleszLiL+Dvh47k8F+1mZDDPs9WFp1HD/ef+F9JPgYpxuL2HApmajPY6KhgNG6PHzKDHHs2VOVIhbHwdocfOpsQsYivDVZdMgS6KrKECHgrpJ4+iqS8ciTcJfFMqrNIqTLJqjLE/2Rfl0egdo8VpyVhHQ5Ype4aC9jRJvNqL5AtIF4lakst5Sy1VWNuzoJb10+6z4DXx2PcDxk4mTIxGaXkoXmUqZspUyZpQRqs0Qyz5ghT+wap82FBNSpuOXx9FXG4a9JxZ5/HUtOhIikG1SnMdooeFAbX7gGwknF2EMSfEIW4zESq5O28rOYY7+FJfmP2bZcZEH9OlOKV1gxnmdWe5bx6rN0pH2ftuTv4Er7DkOlr+PO/z4B2St05fyIprTvctwSwZ75LB/2RPOZN0FM0Dh2XOWw5Rpj8tcYkb2ON/dPWNC8y2FTBEfNETzojEIQ4OxZzrGmf5sTx2Weu+O42x7Nru0y+/aLfPKvjNUvhjJ45stjy13CSq+UtsUjrCuf0LTyCNP6Z/zZ7wsjrK/MERoZYHioj7GxQQL+PuZmpwiHBXP+uDgCHRkJMDc3zcz0GB8+vseTh3e5E57l0fo6J+NTPLp3zO29dTaWZrh/54ifffETPv30OU8eP2R3c5Gt9UXWV+bZ29tAU1Mt8lN//tUv+fLnX/Hr3/wFn/zkS776zZ/zl3/1t/zky1/yZ3/5V/z5n/8nPvvpL3jy/CO2/EFxTPvw8SMxourjTz5lc3OHkbEpRkMT3HnwlOM7Dzm+84C9oxP2j++xvrnDxtYOXW3d37iZl4I2ei1SXAYJ1QU3MciTRLuEuTIJkzwedX4ksoQzOFRp3Fvu4uO9AJ8eDnGy0E2/pZD2hkJG2qqxVCaJjytDVtZCbTzfD/J4Z1AMC5YnX6BJmc6dNTcjnbX4msqZdtcQ6lDQK/i5BupZHW7C36LAVCHQdK6hyL+JVZmFpToTZUEM1ZIYCpKvEH/1PWIizpJ26wPKc2OpzL1Fk6aQ0W493pZKlofsPN0c/Fc4eS/PNgfE7vHxhk8c+e5PtX5jxyiIqkpLCrEatVSUV9BorMNuaRAT0OWyEpLiY8nPz0JaVMSAz8egtwdnkx2joR6btZGcnByuR0WhVNbQbLGLxVMujFiLS9CqBZGMGovZJu6U83KzcDhdeAeCbG7uiWKfrNR45HIZiqoKKuRlCN1oRWkJ46Eh7FYjKlUNMmF0qm/E7RnC4w/RYGrC0dYt2jMaG830eXpRKCqIjLguFmpZiZTq0lxqKyTE3rgmqk/zcguIvnmTyIiLJMfHIMnN4kbUDRITkomNuyEWxitXIunp6XnhPvm//6//ky8eLeB3Fonm/rBHS5chh0F7EaGOCvEHq3FB8egWKEd6Qt1qkXU7FzAw1adl1m9iZcTK2qid8R4tS8N27m8PMz9sZc4vCKiamR+ycWdzmK1wL2tjLRws9IjPFwI2JjtUBO0VhBwq1v1mFj06jsMdLPYZWA1YuDPbycmIgT2PijmblBljNvOWbBaaCgnbJKx51OyMmJnxaPE7dAz3OPB1NjEd9DDp78TfaWOg28GgpwNffzP+QBuTIR/z48NMBvqYCflYmPAzPznE+FQ7e3dfTB/557//W0a12QQ0GUwYvw4SFnaCAulmpEHCoDaXPmUaw7p8ehWp4khyyi4XWapeXT7j5lLR/O+rTqOzNI4hTTaCgEcossPCCNVaxpixkBm7jOUOBeP1eYzVZbPbreL5jINn4Rb2vTUsNBcRtuTxbKxBpAUttlUQNOZzNNHC8/V+Plz38eFqP/emWpl0VGPMieTYq+V+QM+MrZhhfR7DtWks26VMmSTYpLcYNBSLaDuPMg2hsAe0ORiFLtikeOEeEU5KQ/eJFTIYB2+T2z5EddZZmnJ+wEDFayxo32Kt7h3mNW8TqnqLnrzv0ZP7Q0YrXiMo/xETytcIVb3DmPIcbWnfpTnhP9Ka8V12zRdZUL7K7aZLfOZLFMetx84oNgznWa49xXDRDxgre4VZ5TtiN3pgvySOUZ8LTFV/Ck+6o7jXdkXExd1vjxK5rHddUZwISR7tAow8jmeDaRz7i9jwq+ha2MG49gl1Wz9DvfFLfvOPv/cxsrIiwLoHmJkZZzQ0RCDw9c5HsGgIhXFhYUYU5Agot42NFXa3N1kbHGLZ3sqeq4eDoWHuTs1ysrTCswf3ef7sCft7QvinMAK9zfMnt3ny4JjH9wVu6hY11dUsLq3w/JPP+fDTL/jiZ78Ux6IfffYFf/nX/zNf/OLX/PSzn/OLR5/w8PFz7j98zr3FDfZ29rl7fJuPP/6Uu/ce8eDxUx48fsaXP/8V23uHbO3ts7i8zs7BMdv7BxyfnLC7f0CHo+MbN/NwVz0GeTIlaZepLohGkS9EMwm5hQnYVenopNE4VKlsjljFYnh/pYdHGx6Owk4OJ82oJTfobRQYpHLurfj4/PYEv3q2ys8fLXGy3C+i4ZzKZORpl2iQpzE72MidZQ8P1/pZDTSIdoteSzHdpkKER1tNFkWpl6kvT6JJlYFdmUZjRQoNZUnkx75HYuS7xFw5TWbMBWpLkqnOv0VbfTEBl5rxPj0DTgX74TYervZxEG7nZK6bg5l27iy7xfBiIdhY8OX97q+pqWkxYSI1JZa87Cz0WhWKChm52dlkpmZSVFBIRVUVySlplJaW4Gyx0aDXoNXW4O3vp6+3R9wBykvLaWo009nuwmgwi+PVinIFshIZRdIi1KoqamrU4u5RpaykoV6HRqMkMyOVouIimuw2JBIJwthWULNK8nPISInn+rUovN4gA/5JVDX1+EfCuBxtYidrbrTSZG2kVq2gulpBXGwCcbFxXLsaQWTkJRITE7l5K4aLlyI5deoML//4Zd544w0S4uLJSEvm9KmzRF2/xXtnz4gKVam0BFfbi+ZtoWMMdVQx3FrMhEfLQLOUfks2s+4a3IZ0fJYCwm4FY60FTDryWRqoYcGnY8ZXx8JgLcMuubhDHmqrYtxdx8KwjekBA/PDjayOO1kaacLfVsXKRCur4y4WhxtZn2jjYMnH0bKHnXAHG6NNTHWqmHIpme/WsujWM2IvY83XyEy3lh2vhuWuclbbylh1ytjtquR20MjWYAMPpmzcCdWx5FYx0CRnuNvMzFAPY74u3K0mpkc8dLfbcHc7GPJ3Ep7oY3yol5nxARbCQeYmA8xP+Jkb8zPYb+H+k+3fvX34+7/5S1xFt+gui6dTFiuOUIUuUfAcChFU/aoMPKp0/ELHWJNJlzyRXkWKaNgfri9i1iwjVFcgpnIsd6gZETpAaTQuSRRdslsizm2sIY/19kqm7UIgcRU7PUqOfFoeTlo5GWng6aSRj6ZtrLlKOelXcccvKEvruBfUcyeo58GYiUfTzTxd7uH5uo+DoJmgPpMpYwEdZbEM1aaz1FIqjkuF9JIRXSb+6kRGtOnMWqW0Fl3HXZlIjzwefU4kQ071C9dAOCkJPeSW71g8Sjp8tCkjaM1/CUf2S6wZz7Nc9yZLuncJlr3FQNGb+ApfY0D6Ep787zFU9gpe6Q9FQU6g9FUGSl7GFvfHHNiusWc6w4b+tJjCca/tBifOa9xpucqR9RLrunfZMZ/nwHaJFf277FrP86grSiyKfzEt4ZejmXzhT0YolF8MpfOJVyiuN9m1XmTbck5M37jnSWKtX8rMUAND4/3Yl+9Qu/ELFOu/5Ne/j51C9BEOjwoSeR+BgJeODhd+v/DoxDfgYW52msnJEcLhKQYHvSxOh5nv87M8N8/S6ATbji5mvX4+GgmzOTrK7Owst2+fiNmLt28f8uj+MSdHO9y5vUtnh5OSomLWNnfE4jURnuHjz77go0+/4JOf/IyHTz7i6YefcWfjkCcnD7lz9wnLazsch+Y4PLjNnHeYjfVdju88El97fPxAHJmub+ywsLTOzv4d1rZ2Wd3cZmd/j/3DYywN1m/czM11MjRFMZirU+huLMKhzcGuzMBYGo+hPEHsGqfdtRzPd/Jo1cOTdS9P1t2i7eHxSgdLHg3LA3XM9mvEQ8g+nPWoWRs2iZ3DkKua0XYVgdZq2hvymeyuZHvCgre5DLelhFZ9Pl1GKa76AtE7KXga5TnXMSszxW7UpkrDJE9ElRNBReoFcm6dIvbSW6RHvUdR0kWq829iEQQJ9VLqy5JRFyXS3lDE1lgL+9PtrAYtzHnr2Rq1s+o3sDpQx3/97YtKs8mJcQQlqbK6UvQoajUK1GoFtRo11VXV5GWnk5Oby8WLF0lOTiYmJhppYREqpYbKikry87KpUSrFTtHv7cfn6aK9TaAdtdPW2iqSasZDE7S7OkXRjtCZdrW1ICuSolIomJnfoNfjR6OpQalUiKkYJkMjpaXlqBQVZGVlk5SUxpmz57gWeRljnQ6tspy8zFTiYq+RnhBFSkIUt2JjeOfdt3nttVeIuHKJM2dPi3vE4mIZ0TdjiLwSydtvvUl8XAIJ8SnExyfwo5deET2NBflSMjOyycvJF4v9794ogorXb8lhrEsuFjl/s4Rlv5qNsRY2hwws9lcz5JSy6NOy6K1hsa+cgD6OUZuEJZ+GUGcVC8Nfd4ZC3ubiiIPlUAsLQSsbk4Ja1S5mf076zCyNu9ic7mZnzs3qSAuL/TVsBQ3shdvEkev6qI11v4nFnlrme2p5vjWAoD5e99SyOVDHlL2Y/WETXxz5+er+FDPuOjx12dwLqTkKNRJ2G9gc78NrrSLg0DDRa2e4u5VRXw8dtjrcXU2ExwYIT/oYHe4VbR1jgR4mgr3MjfsZH2vl8N6LHeM//O1/wpARKao1BQxcb0USHZXJ9FSlMaDJJlifT1gYXdrKGKkvEFmoPfIE7LnXcKvzRQvGYE02PkW6aOxvzrmKq/AGprQLIufUI48lVJfLWkc1D0aM3A3oOPbXMWWW8OFcq5hpueCQMdqQxWZ3BfP2fDEM+v6QltteJQ+COh4E63g0Ws8nYSuPJ5uYbZHTLLlBlzwBS95VsaudMhcyYythtrmcKYuUBVsxM+YCDt0qDnuVbLSVM9OYz4wlly9Wv7mWKQrdJ9p7RGz/IYqmRhyy05hTfoD03T+iT3KK6eozrOlPMaN6h0DxjxmUvown//v4i1/GV/QjBktexZ3/Mn7Z6wyU/JD+kpcJlr7Mrul9TloixbHqbfsljmwXOLR8wLHtEsvqN9kxnOd5dwxPum5w1HyR/aaLPOmJ5bPBVD7pT+BjdyyHlvdF1eqjzpt84k3mSU8MJ44InvTEcac/hzVfJSPDTvonhumeX0G9+hOqNv/890g44YNAgHwPBHwER0bETEZPv5vAkJeBwX6RmTo9NSYa/Lu7OxgXDP6jI7h09Yx6PMyNhNh09TE7M8+B0KWtbLC6OM/y2hr7+7scHu6L9o2VlSXu3r3DwuIMVRXlLC6tsrVzyNGdRxzfvsfM/CrrW/usbR3w4NFzdpe3uB1eYnF5k/2jO6xY2jiYmGezf5T1zX02tg958Pgjnn30OftHd9k9uM3RyX3CM0tMhGdZ39xmdn6OufklyopKf/fzTnzea1PQWpuL11ZKwFHBYItcLIYecwld+hyalalYq5IZ76zhIOzi8aaf27NtbA6bOA47mOqqpjT5PYacMkZaSwg6BCBAAYGmQhb8BrzCPshdi79JLioZg45cXNpU9PIk9OVJaIrjxUdDRRJdpiK6GqXoShMwlKfQrs+jUZGGsjBaDEnOjz2PXhaHTZmBPOMKqoKbFMS/R0X6JdQ51zEV3UKdfR1zeQKTArzc18BG0MJUl0pM3tgaMTPnVn2DfDM3OyP6EGNuxVNcJCM9LYNqhYq05HRuXL9BtVKB0WiiTFYmBvyWlZWgVlaL3z9Xm4OaGhU1yhpsFrv4XCAOqdVCR6lBW1ONXqPA5XSg1+loqNMhLy2hslRGeVk5mYIJPyWVhvoGamuqabGZ0CjVOJztBILT5OZKRNHPregYCgsLUZUX0mpSUCkrwKCVU11eRHpyCreiLlNTU01xSaHYdQoWk5s3b5CWlsz758+Ju8fIiMucOXWa69euEx+fhLy8Cq1aT2x0DCmJqURc/EBEB7a7XvSoCXaNgC2feZ+WSbeK+f5avOZsBDj7wVQrHx+Pcme5k/lBI4uDBqaFNJWuCkZsBSIabt5Tw8JAHWsjAqS+GX97DX3NlUz31THprmdmwMDRUh8T7jomfUYWQq1szfSy7Dcz65KKNo6jcStLQ3YWh5pYHrKwPNjAcr9BhMP/+vEC4d46fnpnlr/56Ql/9myDrWAzlvIcPOZyzMWJzLblM2HIYsSYy/ZIMxMdCoatZbhqcgh11OJpNePtacHX48Tn7iQwIIAWehkb72Aq7GJsxsLUQgvLu3o+//XOC++jv/+b/wlrXhT2gpu0lcSK6RZCxyioTz2qTPqqUxlQZzJmkDJpKWbNpRK7RYc0FmP2dSx5N3BXp9NaLChXb9FTnkh90jlqE86JUHCha/QqkgjUZvBo1MDPllvY7VeyJlxnRxkzNimzNikrbaVs9VSx1lHKgUfByYCaQ6+Ke0Edd/0aTgY0PB0z8TjYwKMRI2suBX5NFkO6HDZ9jdSkXKQk6m0G1GkM6XPQJJ3Ho0xmoiGHOXM+47oMRmrTmTCm8ovt1heugXCSP/aAW73HxPbto7aZqS84jeLy96iJ+DZt2a8xpniLGc2rYmc3WvoSo7JX6S/4Ph7JS3Rl/5CenB/iFIQ4GX9KWHOG+dq3WTedYdN0jgX1u6zoznDSfIlD63lWtW9w13GZu44rnDius1Z3hoOmy2yb3+PEeZmj5it87k/nblsEz9y3/jX38RqfD6SxXv8+z/sSedR9Q4y7etaXzkFnGnOjZtqnF3BOz6JdfY5s/c/46vcdI8zPh+nqdtHR6aKt3Sk+9/l66O4R8G+tjIz66e/vod31dRcgoOBCwQDzwSBjnn6mRkdYXF5kbW2N9fUNhoNDtHd0sb29xfr6OkJRXBKio5YWCc9MiIbxze1tdvb2xaLo9QVYXt1ld/+E3YNjDo5OWF3bYNUdYCU4TcgzxFJ4mfn+IMszc2IHubaxx/0HT7n/8Blrm3ts7R2xvXvM/MIqM3OLhMYmGQoG6e7sQ5JX8I2bebzPiMdagr+lnFCH8JO/nGBbBR5TPkMtpdTLYsmLPoM07j00BVcZ71CwM2ZjXegAAo2MtFWgLbzOWLsg4y/Gb5fiNuTSqctgqkfNvK+ecK+a4dYqmlRpTLjKsFXGisIakyA8UGXTbhKYqsU49Dn02UvRlMRTnBmFqjAGY0Uy6sJbFCZd5OI7L5N58yzdhkKGW8pwN+TTqkzDXHSDLlUadul1mkuiaZLdxN2QzcaQgZWBWkbbSkQAurUyBk3+1W/kMa6vb2IyWiktrUBaKMNktGEwmCmVlaGsqhKLYqPRKgpjyktkyMvkZGZmivvAkhKpWJBEmo3NgrffQ3tXByazA41aSUNthah2bFBV0qDRiH9uNhrxerzMzy1TVlJKaDiAu6uT+bkZ5qYn6XN7GBmdwulsZmbUy7i/l/LyKrKzc7GbG6mpKBQ9i2WlxVRXlTHo92Co19LhaEKSk06tRktPl4fsjEyuXYvkWtQNYmOiKS8ppbCgGFmJnOLCYnRKFYU5ebz+6iucevdt3nnzVSIuXyDgH3zhPhEK46ApjYAxBr8pnkFzDOMuKSOtxYy05HI442C6T02gtZzhZhmjLXLm+jXsjzey5lOx2CMUyRzWhhuYcmsZ7xVeW0XQUcWCzyQW2JPFTh5u+FgZtTHm1opFMthShk+fwEB9EsHGVJaHjGzP9rE7K4zHOwl31zPfX8/uWDP31gcJtupoLIgh/+JbFF0/y0CTkr/72R6+eikz1nwWrKW4y24i7N7CLSUs96nZGetg1mthps9AT5uFQbcTT5+Lfnc7/T4Xi0fNjGzW4Zosw71QRcdsMTuPp164PkLHaMu7TkPqJZxFsXSWJ2PNj8JZEkuHPIkW6U18mixxjDprL2OxRS4KcCz5N2nIjsKSFy2+VsC42SU3cStSCaiz6SqOoSknEnt2BM25kfRXJBKsTWGhScJ+bwW3A7U8HDdxf6SBre4qVl2l7Lur2etVsNNVKT4e+2p5PNbA41G9WBiFbvNB0MBRv5oDAeBuLWSxVc5USyWNhfEMW0rY9tax2F6NJuUDCiNfp6M8Xsy/DDeV0S67gV8Ty52xb4pvJKP3uO7ZJ6lnEUtDMVXyJEqvvUTt9f9In/RNBotfYUH3Nst177JheI859dviGHW4/C36CoSO8WV80lfwl7/JvP497rRG8swdzYeeW+wYzzFZ9mOOrO/zrPsmO8bTYn7j444oDuxXmax6gzH5q0xXvcn9tmhuOyL52JssouAEhapg4di3XuRx5y3ut8fy1B3Pnl0okPF86Mtmq6+IgVAnxtnb1C88onrlC4pXf80vf89KRfzQEuTyNTVKLFYrjeZGmppttLW3ihJ2IcXA7e6h3+tBgHsLBBTfwABDAQHZJWC8PCIcYHg4KPJTBXO2wFL1/Ss1RxjR9vW5GfR/PaotKZYyNR1maXmVe/cfMTE5Q2A4JIplBNTb/v4Bi+Fx1pbmOdja5s7hMZsb2+LXW1hYEPeI65u7LC1viMfu/m02NndYWRWKcojgiLArHSMwPIyySvnfLYyCICLoLCfYpmDIUUHQUc6Mu5bBlnIkCeeJvfQmSZFvkx19hvyYM6jzIulpyGEj1MTioImBJhnaops4NBkMtxTQ05CNpUJAw93Ca5dxd8nNg1UvB9NOWnV5RP0fwwAAIABJREFU9FmKGe+sxlgah7EkGk1upDgOrcyJprY4DmNFEg3yZMpzbojK2IKE86RdP0NZRiTW6kwGm2SEezUs+eqZ6a7Bo89hxFbMYp+WjUAjw00leIWUc306PfXpdGjTaK9NRZl5nvria1Smvc+//NOLsUHLS8soa+opKiymvFxBVaWKIokEeanga6wQOyuLuQmBNZuTnUeD0YpUKiMxKQmJpICqqgp6uzuZmhinucmO19OD1WQgFPQzORbE427HZjNisVixWpqwmO20tXWiUmkxG4zUaQRKjlocnQ74/KyurrGxtMC4r43tSTeeziYaLc0iM1eSm0N6SiKysgpq1DqxM9Xr9WRnppObmcaNa1d49dWXSEuMEQOIIyIiKSoqJSE+BiFdRVZUilFvxGKwYG+00mxpJCE2DllJPpXl5RRJS1leWn3hg1/YybZXnadF9g4d1WfpUp6iRxNBnzWbFsUVLOU3GHaWMeGuISgkY/QomO9XM9mj5Hjaykx3NaP2IhZ8dexOOPE2lbEYsIpd3rS7HiFqrE+fjNeQwtNtP8vDRoTsx3C/Drc+HY8uFVfZFcZaipnyGJj1mdib7mCuv5HRDg0r/kbR3zhoLsOny0SdfgVrZSb/+edHfH57kuk2NaP12cyYcplryGalVc6+38Rqr4agtYDVYAsddTKGOhpwu+rx9bno7rTT6a7HMSZB5ogiqewKJeY40msvEd4IvHB9/vHv/prO8gTaimKx5FzFlnMda95NmqUxOIpjRbFNvyqdoEHCeKOUIV0eIUORKLjpU2YQ1EtEjupEo4yRBiluRQbtpV9nTXYKlo/cq7ik0XSXxRKqz2XOXsKsrZCd7gruB3TcC2j4aMrMo5F6no6b2OoWbCulfDTVyKOgjg8nDDwN6bkXrOPplI1PF1w8m7aL/Nl5RznPZtrY6NWx66nlSbidz3dGOAk2sdShor0qlYLI16nLjhQtIE0lsWjT32PK+U3xTUHwNlF92yT1zFFhMqBUZGJP/TbG+G/RL3uLicrXmKp+g7HyHzNV+QozNa8SKPo+fdl/iv3Wt+jNe4m+wpdpz/0eq4bzYnETOr9D+yU+7k/gSfdNHndc56dC8HBfLCctV9m3XWbbEsFI6csES36Mv/AlFmvPcei8zn7TFe62XeVeWwQH9vdZ1r0tnj/ujuVe+w2OWiI4dNxgrzebAV8zrROzNCw8oWbpc8oWf0Hxyq/56vexU6CtrUEqlYhor9JSGTJh3FUhp1wuRy6vEEURgjCiurqayspK0dytVqupqakRzxWKKtEArlAoxdcrFMKHbBXlZXIRHyaMwoSjuLiYYmkhWekZjI1NigVxaXmdxaU1psNzIvM0FBpnbjbMwvwiU1MzjI5MEJ5eIDw9x/zckvhcKKSjY9NMhReZmp5nYXGNkdEJAkMhPP1+urr7cLW3YzPbuHo5Qvxgf+EdDWxNtDDcUkyfsYBRl4KF/jrmPFomutXYRD/jLbEwxV14g4wbp5HEnKI04QxuYyEbITsDLRWoJIJP8QPxQzHQXESvSUJnXS5OdaqYm3h7vos5bx3DrZXi7u/Rah/rw2YGbcWYZNE0lMbRVV9IR72E/pYyBh1lyLOj0JXE0SCLZ8BexmhzGZMdSpa8Oub6tF973AYb6KzNojb3Mq2qJIKOIsY7qxiwF9PXmIu+MAJp3FnSIt+kNPkDihPOU5pynn/+X18sjEJkU3JCErLiYrQ1KpQVVRTk5fL++fN0tjmRFOSLHsWUhDgqyssoLSlB+L7n5ORRo6rB2dKM1dyAolJGo1lPd5cLu82Es9WOyVRHq9OCXqfGYnEwHJoVTfl5uVLKyqrR6+uxNNqoVFSJFJqF6VGG3M2MuFuZHenmYD4gIuOs1maSk1MRus0KWYFI5KkS9p+5uei1SrzuLpqtZhx2OwUF+aSlptDd2YW+tgaDXsfpU++QmZ6BoqwIdWUJzVY71sYm6rV1vH/uNHVaHT73IM3WNrbWXhSX/O+//RccVRG0lJ2nvfoynTUf4Kj6AKc6GlPJJVw1aYx0KcVrP+2pYdRZxrirgrUR29dJHB4d26Nfq0nHu9WEXCrmvEYCTjmjXRpmvQa2QzbGW0sYcUg4nHYy4ixi0FHOUqCRQZuEnupoBvQpBOxS5gcamfFZCPc1MD9oYmWoiYnOGobtJYzaZYw25nF7vpt//sunHIV72BxuYdQqY8YsZUKbyFhtKmPmIhY7Ncy3ljPlKGPAVESLOp/lkS58rbUEAgaGF7VYRvPI0UVwI+M9Eks/QOVKY3Z76IW30f/yn/8arzKdnrJEeiqSaJXGiB5FhzSG2qQLWIQuUJmGqzQOR1E0QjHsqkxhxFjMcIOUtW4tw4ZCrAU3MefdwFWWhFMaTUfhTVpzr2LPuEib5AZ9lUn4lImicnTeJmW/V8Fdv46lJil7PVXcG9Rw4lOx31vJgbuKR0EtT0br+HjKxMeTZn6x2s5XAnB/zCyGJE80l7I5aGSrT0e4sYiwScJnu8M82Rji6WwHw7pMjAU36VVnYy6IYtggxVGVTnV+HKrirBeugXAiDd4hsXuTjI4whSYrdVVJONK/gynuW1Rd+Q/YEr/PaMUbzKvfIVjyMiPyNwiUvY6v+Mf05b4iKlVb0r6NM+vHjFedEl+3qj/Ltukih7bLorJUGJ8KkVOfDyRz2HyNA8d1ti2XWNS8S7DkB4Sr32Ci8hWWDec4cl7lE18SQsf46UASB00XxOBjQaxz4rzKtvl97nbEsu1OwxPy4JyYwzK7jXLxKaVLv0K69JvfF0bhG6tTK4iJiiTu5lXiblznxrVIrkZEci3iKpGXr3BNfB7JjWvXiI66RlJsNEkxUaQnxJOalERmWjrZ6VkiEaW0REZxcYmIDauUCzL8SvEQxBVCcGxpmZzKSgVmixW73UFraztNzQ7xEDBjBqMZW6MFe7MDe7MTi7WZzq5e+voHGBgcpq9vEHePj/6BoHi4PYN0dLpxdfTS1d2Ps7UTm72FRrOVYmkxly9cEsNp/+3dfBDuJNRWgddSSFiQ1nt0jLZV4mksol2XR70sntK0SG598DZX3v0xqVffJS/6FJKYd/Bai8UsRac2i8ybp0XO6lRvNX5HJU5NJtaqRHoMeQzYigm5qsT0DGGPOd2rEbmmO5NOcf/YayjEIovFWB7PcIeKPls58RHviAg5YU+4O97MbsjK7mQLt+dczHr1LAw2MN+vI9haSVnqB+gLImlWxCOJeZfUyNcpjDlNYdwZIk+9RNKVN6hI/YB+YxZBew6//ZcXg4rHxiZITEhAp9aRlZKGTCoTi1arsxNtTRV1ulrKy0tRV8lobKhFUSknNTmBuOirNNvN4hTBbNJSJpNQKpNwuLNKh8uB3Wqiu6uVdtfXyRlqjZb5+TWmp+cYD02zsn7IYGAUqaSIPGkp/sF+pgdbGXBq6G/RMhloZ3nci9vtxenspF5vQFurJiE+ioTEeDLS08jNFRB11TjtJpRVclodNlqajdhMGiIvfUBiQjxZuXkkJguG/vNEXHofs74GU50ag66WhNho3nzzTRFokJ+dQ35uAeHJmRduk//jv/0Xgk15BI03aJW/j7MykpaqCEzSD2ituEJfQzb+liJaVHF01MYw36cQR+7hbhULXg2LQ2Y2xxxsjtpZ9BvEScPisJ2xHg0rwSZC7Qo2R51M9WiY66riIKgnYCmgOvsKwq573mdi0W9iPdiCt7GAWV8jc8Fmprz14uRic9rF1qST1SEL894Gwp1KfnI8yRe3Q4xaSwg5qgmYCpkw5TKoiGaqUcJWr4bukhuE9BksNhUxbcxj2ChhqkvL8oCZ2fEmaltTqehIIV5xngxlLCmKaJLLLjE2P/DC9RHINwK/tK8iSRyXWnOvitFPjdkRWPKu0SJPxVxwg/6aLPpV2bQU3hJHpu3yJLoqU/FqcuhXZ+OtzaVDnkxjxmUxacNTniT6FAVowKAikQFFHIt2qSiAWW4qYcMlZ665iNlmGUPadGYsBRx5atjuknPQW8VuR7m4Gwyb8kXT/kpzkajWFcU07hp61Zk0l8YTthQz31jIYXsFf/3JFv/wm8f89U9vs9atRpsZQdal1yi9dQZ9ZgTtQiyWVYG345tCvuLh26T0bJDbFUZpUNEmO09XwY9ozvwuuhvfpvryt3Bk/oBB2Uui+KY15U+pj/42tdf+HV0532Ow9If0Sn5IxYU/xBzzJ6zoz4kxVVvGCyzVnmLbdJ57rRGctAiRUxFsWS9x0hnDcfNVthrOs153mkPbBY5bLrNlu8xeSwQPum+KxfBBxzXuC8HG3dEcNl9mxyxQdSJ56k5hpyeHoX4j/T4HnaFhNHN3KVn8KZKl3/CL33eMYNJpyMtKp6xEKnrKVGIOYy0qtYZavQGj2YbZ3oyp0YTBUI/BVI/T4aBdiP7p6KSj3UVHRztCTNBwcIQ+Tz8Bv/B8iKFAgAF/QASRT0xOEJ6ZY2p6liabnQH/oJjssbAgxFItsry6wcTkNHNjE8z3+1kPz7M0MsHcxCzjgREmegfY2z9kdjxMqLWb5bVNVjcP2Ny9w86BACB/zGR4mfDcCv6hEF7/ELKiMtF+8MI7GpjxmPBZi/E3FeOzFTHSWiHGQVmqUtAL5IvUSxTGXyIx4hTXz73O9TMvk3z5TZIi3iA58g3RuB90VKAriiYx4i10xTHizmgrZGV/ysHmiJmB5hI8Fgkncy4erfTwZMPDRK+aNm0G4T4dC4Mmhh3lIkmn21iIriSB5OtnGGiRczjTzkcHQZ5sevn4cITPj0c5nOtk1lfPeLeSHlMBkoT3RThAcfJ50q69S0rkO9w6/wrxl96kOvcaTlUKAVsBKwNK9sdU/Lf/8k8vXAbfgB9JoRRJQZ5YAAsKpGJ3Z7O1EB8fQ2ZGGnFxsVSUSKiuKKKkWIK0IAen3YjP006vp5fCIglGg4HhgX4CPS1olWVUyYsplOSLaSeCwtnTP0BHexeT42G6OnrFH3CslmZKS8qp15voajES9jkIB1yM9Niory6mIDuJAkkB2Vk55OfnikU5OeEWFz44R1JiAhq1FkdLMw67Ca1GKdo2EuOukpVyk6zkWJKSU1DVGkhNzyIq6iqvvvYqkvwsKsokJMTd4LVXX6FQWo7eYKFKqSErMwdHs+OF6/Pb/+2faJdfZlgfhVsVwYAhjXZVDMbia7QpounVpbIasuJ3lDEqdHQeFfvTbbgb83Gb85kXJhDNEj5cbWV/zMT9BRezvgbWRi3cnW9nsquWcL+REZcStzabruoEeqqjmGgro98sYdZn4M66n+lBG4MtCha8OmbdSjG8emO8lf25Pu5tDLE03MSzgxCfnkyyPWbl9oSV0eYK+rRZLLZXMGmXMGUrYrVPJZJxhpXJYlEcVSYTVKUxU5cp5g/OdasY7pRj6smn0BBHTNFZEkuvEpV9gSJNHJu3X/zBQUjXWGurYtok0GjSGRSChStTcAiqTyGsuDRBJN3UpV7Cnn9DhIl3lcWLilVhxOoVBDrKDPx1BbSXJ+GuSKY5J1KMm3JKovBWJ9FdHs2UIYcZYx7LzSWsO0tZsBWKIPWTgToxMWNc+HNrEWFzAVPGHJaaBcJNkRhP1Vt6izF9Hq0F1xhUJROqy2S0PpdBgbRTm8VRWzn7beV8NN/F3qiTg+keTsK9OEvjsEpv4ZDF01QSQ7eugM6GMiYG2l+4R4ST4uFjkns2SOteQamvoSf3dWxJP0R/69vUXP0PGG79Cc7MHxKQ/YhB6Uv0Fb1Na9armGK/R2vGn+Iv+zGDxS+jjvwDys7/Ae78H7Fvu8iO6QwnrZFi4saB9X0OrOfZtXzAQv05dpuvs6R9l8Wat9nSv8eB9aK4P1ysf59p7Rm2miPZbb7Cg65oHvXEcey8xknrNfasF0Tc3IPuOLbbU1npyGbYrUc7so58/lMK5n9B9vzP+fnf//Yb/8//r7/x/3skXH2dnvaONtp7Oun3BwhNTTEUGmc8PI3PH2B0IszU3BKhiXFC4yG83gHCrk5Cnn4mJyfp7+7A09PDxswc66vrLC8vs7m5Ido7wrNChNQy84tCssaM+HvbOzu0u9oIz8wg8DpX11bY2tzkYG+HVUHAs7HFg/Ut1sKzjLf2MD+/zKwngF+h4/bAGJOBMezVatbXt9ja3mMyPCuCxA+OH/LgyU/Y3rvD2uY2S6sbhKeXKP/vqFIne+vEIFl/UxGD9uKvx6D1OXTqs0WxTFVWBNLEC+TFnKUq8xJ6yXXybrzDzXOvcOmdHxH1/mti0oatMpHM62/Sos6mx1jAeJeanfEWhtsqGO/WMj/YwP2VbrbH7HTV52JXJqORRjEXsIqw6a0RI/MejTjSrS+NR5YeiVGejEfwOBoktGqzMJYnUp17A6eugEFHFZ0GCQ5NOk5dPjEX3+LCWz/g6qmXkMSdR1cYRVX6+1SnCZ1iDhNtpcx1K9kIaPmvv33Rx9jT3UVU1C1uRt8iOyMDm8VBk62dhIQkEbsmkxYzPTaJw2oSUWtlskKqKorx+npobW4UzfX1DfV0dbhosgidW5m4d+zsahPxcoLIpq21A5/XI/odezq9NNmb0GmUaFQqzIZGtGoF/p5mQh4HBnUZRTnpXI+8wpkzp8nLyyExKVks3DlZmcTcvM57p98WvYq1aj3Dg8NYDfUIk4lanY60tETiYqLJyUrh8sUznD71NqfefYsL58/x9lunSIhPQiD1CIHF+Xm51OnNaOvNVKn14rhdiM763V8CQi/QkMCoJYN+bRLh9jL6jFl4zbnYKm5iKrxCpyaD3bEWNoaMPNvy8MtHk/zFh/M8WHXTr0vAo7xFT9Vl8e8JWTIZbykUg68HrIV0qtNZGbKL+Zvd+kJMFZnoJdewFFyiry6X2X6diCAcdinx2StwKZLoqLjJYH0qM50KFrtrcJuKqSlKZMilYtGjJNxexEJnCdPOArYDNdyZa+bxootZl5xRIWPUXsiKT8e4Q0awUcpav4FFp5wlu5RxSx5TDgmGhhjylZfIVlwhvfwiSXlnuZX4BrsHE797efjHv/srMfpp1izFo0hh0loqmuGFMOFBbQ6LHRpRUCMAxIWEDHt+lJiV6CyNZ6hBynijDCGeSkC+CfaOVqGjzL1OZ0mcyCvtlScyos/5+ms0ShjRphE2S5g25DFSm8q8OZ8tVwW7fTWi13FeAC/UZzJal8lEQzbbrgqeTtr46sEC5vwbdMvjGdZmcXfYxkpLBSsWKeOqFHSxZ5FdeYXKqDexZEfQVZ1Oe3k8A7VZNBfdoF0ej64wjqr8eHqb9S9cA+GkZOiQlO51krvXyG/pR5FzEUf6j6i69O9RRfwRyqv/ntqb38Jf/i6egtep/uAPUVz6I8rP/SGmmO/gyvgubal/givzT9FE/gHO1O+x0XCOpx1RolVjVf+eWBC3TOc4arnCkuE9ZnWnOWi6yLbxrHjcbbvOgu4UYc27jKneYMF4kVWz0F1GsGu7IhJz5mreELtFoVje6YzloDuFUJ8G88g0stlPkSx8Rf7iL8lb/Ipf/MPvkXD09XnxDvYzNDpGYGSY4dFxMaFibnmV8Pws4fklNna+9gbOLS8w1u/l0BNgZnKMqdAIq+oGVtc3uTe7xEpbD7fv3OXugwesrK8xMRlmcWmJ7d1t1jbWuPfgAfcePaCt1cn+/iGh0ChjY+NiMdza2mZvb5+t7V0Oju5yuHfMeniBxZ5BQi09bC0s8fTOY04EX+PGPqurOxwenXB8fE9Ewu0fPRK5qcd3HrOxe8Dq5i7bB8d0t7u/cTNP9tTRokimW/91VqLbmEe3PocObQYtymQs8gTqpDewV8az0KfkaMLKyqCBkfZqAi4V3YIcvipFLD7jrlLMimTKMi5SXxJDrzGfgykbnx/6+dWjKX79aJLHa704NWmUpn5Accr7eO0Cf7NKJKbcCTvYCxmY7Kwi6FLRVJOJRnoTW3UKlsp0GsoT6TUXoylOIPrCG8RdfpOKnBso86PEf6cgChq0yegz5BBqLef2pIPFHgV3p0x8uOrkcLyR4zEz/+3f5DGOjY6QlZVHTp6EnPQUSosKaTSZqNM30NTUjMloxNZoQlkho6q8nAatQixqimo5KmUV9XVa0jMET2GUGF3laLKL+2hXV5eYrlFXq8FqtTISHBRHofKyKhLjY0hMjKdOq0VVWYxCLqWhVkWVLJ9yqYQbN29w+cpFCgqyibp+VcxVLCuVkpOdQ2zMTc69d4bE+FiqKioozMtHq6yiWJJLTm4OqSkpIhv1WuQlTr/7OvnZacjlCtHTGHElAkWlGpPJTkO9kWplDRWVldRqdUiKijh37iwd7S+CIEQfY0McXt0N3NpE+hqzCDolomCmS5fCoDmPiXZhByznzkI7nx8F+eL2EF/dH+PLk2EmHPl4ahPx6VLZHtISbq/AK3SCnlpGmmSEmmRMdAuxVi2MuirEjE7h/prvr8NrK6fPKmPQWkSLMolgew2L/Q0sDTQw169jukfD1oTQnUpYm2jjcNXDVJeM5Z5ipuzpjBpjGTbHsDuiZrG3krkeOVtBPWu+GsYcMroaMulvEhCFMlYGtIRbJEy3SAk2pOKuu4mt/hr5paeo1EZSUfY+8qwzfHryoo9RiJ1aaJax1FRMSJ/LRkctO+56wnY5W71a5uzlrLQpmXMoWO2sJWiQEjKXMNumYrVHz0qnhrmWKmasXwcZD6pzaMy6KoLGnUUxCOzTMUM+W11K5iyFjGrTmTLlEdSkMFafybxNwr2Qnb94MMPTOZcIOdhqLWXRJmGvV8l+r4qjgTrmumtxylMY0Gay79HyxYaPn276CahSsWVcRhbxBs1FcZjzrzKkz8eQfZlJSxGC4b9XmYy7OpmS+PdJvPwODVXSb3yWFAYOSe9cJKc7TKZrEnlNGQ3JL9EY/100UX9MxdU/Iuf0/0B5xL+jr+jHeCU/pDf3B1jjvoMx+jvYk75Dw43/EXuiABX/ESPV51g1vc+x45JY0PyCuKbsFSaq3+SuwD41fcCq6SLTqtfZbvw6r3G94T22rZdZbfyATdtF1hovsGO/xpY1Uhy9rupPs6Q/xZ2OaO50RbHjiGLZEU1fyEvF7FOK579AMv8lhYtfULL0Jb/8h993jCyvLeML+BmdmGR1c4sloWvb2hMTK+48fCDmHg4E/CwsLrG6vsHezDRbDTY2giFmHO1s5ZWwPjjG/c0DDmztHN+9z7MPP2Z1fV0cka6uLXP7ziELi/N8+pPP+fSzj2lptotK0rn5OZZWljm5e5uHjx/y5Mlznn/4MXv7x9y9+4jHTz9mZ/+Yjz76nGfPP+ZgYZ0PHzzl8Ej4dz1ic+eI2YUV7j/+iLsPnv6/x5PnP+X4zlOObt9jfWXtGzfzRI9eFLg4Nem0a1OwlN2kVZVCqyqZ1ppUGsti8NlKRPvGo+V2nm64ebrRx1y/HnXhDdp1OfjMWSy6K7m30MGmqFY1sDPeKnofvWapKLx4tNLF8003kwLSql3F1lgTC95apjsqmHKrCbbK+XCzl/sLHdxf7PpajNGlwShPoCzzihhzJUm6SPr190i6epaUqPeIvfgGeXHn6KjLYc6txmPKIuSqZNlXz+OVHvZGzRyMGNgZqmNPyJ1b7eJo0vYNg//U5DiJiQlcvRpJYkI0sbeuUyTNFwuQkJ+YnpFCVlYqzU1mbGYTDdpqujtbkUoLKCzM4YP3z3L69Ltc+OA9JLlp6DXVmPVatEoFqsoKdKKgp4S6ulqcTRZKCnLFQGFvYIyeXi9XIy5RV6uiw9ki5kLKSsvJy8snMTGO+jolMkkuVWUyVNVqXK4+mlq6kVdqqK3ViYrWNpuFdpuZuupSrl+NEDmt169eIyctkezUJG7euknElUhSkzMoLiikKD8LXXUpyjJBDCYRsXBxcXFcvnSe6KhLdPwbH6NQGD31SQwakphuLSbkkDBiz2LAlCOKaIRRuteQSocyhocLrf8Pe28dJceRpnv/effs3bvDO+axZYHFbDF1t5qZmZm5mrG6qquxqquZsZqZWd0tsmRZliWZZscstCVZknHo951Ij+da4zn77bfnu+fs7lWeE5UZmZFRGZGR+Wa88DwsdudyariIc2Nq3jlVT4LbQTLc91Edb0GVzJ7ccAc0mcG0a+IZb85GE+8gxSSujNawoMvhRHcu8/0lvDLXQUmqHx0VaYy0quisTENXlkhzfqjkhTpSm0Zbni9TVbF0F/iSE2ZOd3kMTZmuFPkfIsN+NbnOG8j33o4ycA/2e3+D88GXCLfdT6GgrWrKYXagjKHmXEJsXsbj+DqJXLej2Adl+AHqi13pqPYlJcWI+GR9ctJNiY08xvlTj/JVCtqpsYIwzrVkMVISQ12sQLFxQB1kRkOCK42JrtKMsCbWmdY0X6pjnOhI96NR5kFVtKM0U2xMdKMhzomONG8GleGSajXTTY/mTH+yvY9TEGBMvcyJ7mxfykOEYHSgN8uLJqGqTnOjK1v0QzKvD5Wx1JTOrDaa9mQXBvP9ma+IYUEbgwjdOFEey6laGeP5QUwWhjCtjuRMh4qqZD8q49yoiHcj0/M4+X6mlMc4kel0iEIfIzLdDlMZbYe/8U6ObXqGcE+bH71LHCqnMCgQqtROzJXt+KWmk+u+SeJdDD/8z7ht+0ccN/2TJBxDj/6KKr+XyLf9GcnH/5mIA/9MvP4vybF9hizLJ0k4/hRyW0FZtZ7xlG30Rm+gwW8N1d4v0i97mcHU/XTE7qTSdy11/msZSdrLQPx2BhN3oYveToXPGobSDzOWdRxd3G56ZbuZzDzAiGwHPXHbaA3fxkjGQeZURvRm66GsLMRHdw7njjdx6riCa9cV3HWXePOxKhVOnj1F31A/VXX1dPcPMjQ2KsGrjU3PML9yisnZWbr6++kbGuLEykmWZmdpC46hLSmNXlkmw0Ex9CRn0ZeYzmRbJ5PT08zMihCKISanphmfnGTFbkbBAAAgAElEQVTl5ClmZ+dZObnC3NwM8uw0JiaGmDsxz/DIGCeWl5iamuHEyhmWVgRzxqvMLSwzMDQpIdxcvvIur7/xDkOdQ4y0dXHy9EXOXbjCwspZXr/8O1bOXOCVV1+X0smzF5g9cYbl0+cYHZ9maWXlR4O5Pj+SlEAzcqNsyAo1JcHTAJn3MWReekQISiiPo5RneZMVZklfeSyLXXl0qqORR9tIMY++5tuoy3JhqUfOufFyVnoKaCkMZaI5W1oLt30Rz9ZRFMJYfTKzbZmS7XFWp2CppwBdYSB95TGcGS7h1QmtZIOc6VBIbBh1+WGUpHgS5WmI6cFNHNy+hiM71+BktBt5pAPDNSl0aWLo1sYw0ZjBSG0qczqltG+oJpHlzhzm6hOZb8tiuaeAs0MlnOzL55uvHuVjLChQ8exzz/Dss09LDlemJsexsbbAzs4aJwdLYiIDyM3NISE+ESc7C0ID/fHx8pDsfVaWJliYWWBhYS2R/VpZGLJt2wZ27tqJm6sniQkpktOMh4s7bnZ22Jqa4OpgQ0xkHI1NXciSUqXZaXJEAGkBDoS5WxMWFIiPmzMGRw9xeP8Odm5ejeGxvTja2ZOelUdccg6ydCUp6TlEhISTGB1DckIy8sw8srKUhARHsHPnbtauWcVLa1ezc/c+bOzs0TcwINQ/gAgvG3yt9XAzO4yHoyXWFqaYm1lKrB1Gx45SWlz0yDj58uF9SuNNKQ43lsJk6vKCqBPwcApf1DJnskNNyA7SJzvQgHDzrTRkB0kfI6d685hqTSI10AR/w02EGW0g4Og6fPTWE+18hOoMDwbVYXSqYzg1Vs2ls32M18TSX+TFUEUovVUyKvNCGWtXMSWYN2qzaFSEkB9pR65gtY+3J91hO4XehykLPIjcax+JDntx2L0ai60v4LznBfyPrMbvwCoizDfgdmwT9sf24HBsBxYH1pAf54A205OqHD/K09xJ9TqEKmQ/MueXSPR8GbXKi+YGPwpL7VGXeVJY5EqO3IYrVx8FERdYqcPKQE7VpbFck0pJkJmEcFMeZkNpsDmNMldaMvwYzI+UYgKLAswk0PFJdTwtqd4MFMWiCbWmNNCUqihbOlI96c0NpF8RInmMdsmDyXE/hiA+roq2pTTQhJJAY5qTHJhRh3OmIYWBPF9qY6053ZLFqdYsrp/RcXlIy9m2LObKY5jVRjGY58NrrZlMlUYxJPfnXEMSw3IvhvP86M32oSPDi7okD2SOR/E+uBalvwiTMUAbYUNtnD3dQhAnuaIOsaCn6MdxjG4VY+gV9GGgGsBK0YZfqoz8gB1ovVahdHyKFJOfE7j/n3Da8j9w2/lPRBz7BY0hL1Hh/QxK+2eIOfoTYo/+jLCDP8V75y+QO6+iNmg1Q7LdDMTtlMIwWiM20RCygc6EXXQl76YubANlXqtoCttKW+R2mkK30Bm/D5Xjs2i81zCYqU9r9FZ6k3YwkrqH5uA1dMbtpDVyJ82Rm9HF7aE325D8+krcOi7j0PkmNh1Xset8E3vd1cfON+JNsHJmkarqMmoa6unuEeEPOiZmZjh55gzzi0uS6lNQPZ1+5bw0i+zu6aOhsoq6tGxqU7OZrW1gtq2Vic5upqbnpdjE+cUTTE3PMje3yKsXLnLl6pucf/UiKyunmJ+fJz8vg7OLvcxODzA2PsGywERdXOLE8inmFsR/vSZBvM0tn+HSW79lbn6Fi5fepLyskrMDU1y8/C6Xrr7H61feY+XMJaYWTnPu4lUJVu7Umddo03Vz6twFSXiOj88+8sITmebCKIoS7UnyNSA90ITsUHPkocYowgxRhBynPsed9CAjFDEO9FfEUScPIC/Skvn2XBZ1WRIIwFhTmsS4MaPLpybXXwrjONFXTF1hlBQPOdGQ/J1Q7JAz2ZzBUK2MidZcFnoKOdVfwOvTWlb6C7g4U8t0azaFiW50aFOoVYRLMZVNBWHSTKE8O1TCRO3UJjJcJWO8PoW5jjzGGwTgQCI6QVGUL4RyLou9Ks4Ol/DKYBGvjFdzZbGFE90q2orCf4R8o8jLZfeunTg62OFs54Sfn3BUssbPz1uy02VmJOPl7Y6dnRU+Ho7I4qNxcbQiMSpIcrIxMjhEWFAQcdHCecuSQP8AyjQVFBcUSUg3AvNU2PL27dsvxRuGBgdhY2NJUFAw5hamBPp5Eh0eiLe9Bcr0JPw83QgP9ufowX3s3rGFI4f1KC0qJ0jMGBVFePmF4Rschae3N+Zmxvh5+xIVkUBqaj5xCVk4OnlgZWXLoSPHCA6Jwt09kM0bt3HswD6sDA7iY6ePq/lhvKz08LY5jpONOQ72Thw3MMbbK4La2uZHxslXD++T7LYHVZQNTYWRtBZFSghCmmQXmopCqch0ozjRnvwYa6z2rMV064vEO75Mbborvdok5nRZlMQJFb09nSVRqGUe9NdmUp3qRk2yIx3aJF4/1ceV88O05HmhDt5Ll8KBoYpoZjpVtBRH06cJJzvSjnplHNUZvtSleNOniUcb50hhhB1DhaFkOezEafeLWOxYi/62NehtfhHTbasx3bYGi+0vkuhuRGVOCJmBVhTEOeCqt54oh52keB3D+eh6nA6sJsZ+NzFOW4l2fZl6wRFaGU1PaxwdndHU1vvRpovivY+WHumf+7eu0ZHkSpPgOEx1lwTPlDaBugQ3KQyjNd2PHnkYTcmeVMcIYHNvhgsjONmUzYAyDOGAUxvtRE20PRXh1jQkuNCVE8DJ+jRONWWy0pTFcGEk6lArSoWzTKILzTJHBnK9OVUTz5DcG12Kk+SMM18ew9XBQgaKw3i1p4j35+p4e7SUkwJTtSKGyaJQxgqCGZL7Mq7yY0juSV+mOx3JwnZpQXWEJXWxDlTH2FEZaSERQTcmOlMTbUt5iCm1EVa0CmDyih9DwnmUixjGLsxUXbjk1eIrNBlBu1F5bSLFcyspVk8hM/oJkXo/xWPHP+C4+X8QZfBzipyeoMz1abLMf0GS8c/JsX0KhcOzqD1XofZfS4LpL9F6rqPKZwMFbqupCt5OTch2tL7rUTg8Q6HragpcXqDUay3VYdtRuq+i3H8TVYGbaAjbRFvUFrpiNzOasouW4DW0RW+lNXI7IxmHqct0QqGIIa51FLfOt7Hueherjnew0f0W28c2xu/G+fziHF09bVTXacnJTaOhvprRiQlJtTk9O8PM3KyEWjMxOc3AUC+Dw6NMTc8xMDDMyOAQ3a2NVKiL6O/tYmp6huHRMeYXFpmdW2Byep7l5WUuXrzE22+/y+nTZ1lYWEKrLuLSq9OcPDHM8skTzM4vMj0zx9U33+HU6XOcOn2e02fOc/7iW7z2xtucu3CVS6cvsNI3xXCLEHpvcPb8W1y49FuuvP0x5157k/GpJUYn5zj1yiUGx2eYmjvBuVevcu7Vy4880CLTrY2jOMGK3DAzOgoCqE6zQ5tgQUO6Je1yVxpyPSTXe5n3cUJsdhNiu5u6HE8qcjyJ9ToiqcNGRYBwXTradB/GGjK5MNfIYFMuCQFWyAIsCLM/QJKfKY0F0RL0XGWOD3PdGhZ6S5nX5XFmWM1CdwFLPflSuEhvZQoZ4XYoY50kgdejjWO5r4gT/RouLnayPFQpAZov9ak5NVzBglC91qTTqY7n5GAZ0y0KKR6zOjuECnk4zSUJnBzQcG6ignOjpfz+b4iKy8q0uLsJe2EIsjgZxobH8fHyorCwiOwsOZHh0USEBku2xNgQYQ90JTzAn7Agf7zdXLA21sfN0ZbY6FgKC/NpaqqhpECJj4cHhw/ulxxdKqqbSUhIJy05mRA/PwL9fImLjpfg4MxNjImOiMTD1YP4uAzk8kJJ2Hm4ukmgAz5+QcTFC6DwMPz9fLGwssLU3JqDhw6yc9duiREkJCiMoOBo0rMLqKhuo1TdRF6+BiNjM44eNcLC3Bp3J3vMDPWwMzmGu8VRXM2P4m5riLu1IT6uLri5erFn9z4EMMUPl2+//pJGRQB9FXHU5rqT5mNAR3EULSXhTPep6SxPpEsdgSbVHUWcM5okT5SRNlSnu7KgU3BqUE1XVRaTtRk0yWzp10TTUhxLWZIbmjRf2ipzeONUL2+/Nk5rcRjqSD1a85wZLI+jKs1Lsmm3FYQz1l4shXdUp3hQn+lHW1EMTXI/GhWBaJNdac72JkdQPIVbcbpPSXtxHB56O/Az3YXb8R20a5NpyPSRbGYlUTbEeRgR5LAHL5sduNnswXTvegy2v4D98TWEuLxMqNteehtkjHSl0dsTQ1NrGC09cbz520c/MIUqtSrUnOpwGzSBFixoYnhnTMtCRTIDOYE0ydxoS/NBoN40J3tJmKnNyR7UJ7rSICicktypj3emJtYJXbo33fIALvSVslyfzqQmhsW6FE5UySROxeIQCwnGrdjvON0Z7lzpzOZSe6YkIE9UxNKZ5kJbkhPDBcGMFoVypjWHV9ozmCoNY6lWJs1sh/P9mS4KYVThR3e6i3ROXZSlJFgbYq3pznBjOM+HMaUfgwIAPtmFrkwvOtM9qIuypiHGljF10g+HiLTtXTGKRX6HZGN0UdTgn5lDauRxMoP1SI0wQem7hRybnxN55J8I2v8TfPb8L0L0fkWC8ROoHJ9HYfMUueZPURe4ns7o9eii11MVuI5Ek1+SYvJrMqx+Q5bzKhSea9AEbkDttZpSz1Xk2T6D2vMFGsK3U+T+Ijl2T5Ns+kuqAjcynn2UvoRdDMTvYCJjPxOp++hP3EtT7H7qM81Jqm7Eo/MSzj1v4db9NvY972Df/Q62nW9h1/kWV289dr6hvbOVymoRXqFBW15Ka2sDQ6MjDI/0outoZGpqiL6+LsZHRxgb6pFmlTMzM0xOTDIyPEFHuZZ6TTED/QMMj06wsLjIwsKiZEMUEG0DAwMsLK4wPjHJ6OgkM7MnqKut4fy5Jc4sDzM6JuDdlpmfX2Bh4QQLSyc5/YpQi17l5NlLvPHm+1x+8z3ePHuZaXUdK5oGzo2f4PSZSyydfJ3X3vgtF15/l/rGLsZn5piZP83M/ElGJxaYnDnBqTMXfzSYBeVTVZojMrc9qKOPU5tsRkuGDR25DjRmu0oOCbqSUNQye1K8DlOW7Ig2zR6bY1uJ8DClviBCilOb7y5krCGVha58+hpyObprDTZHt5AUYEpltrcUv9ZRlki3YGCvS6G7IoXB+nTmOlUM1qVJsYpCdTapK6atLFlixOivTubCTBPjbSrJs3W4MY+loVpOjlSwPFAmCciF7kKGqlNY7FDRp01gpiWXE7p8ptrkZIXZ0FSaxKW5Nha7C5hoyuCViQq+/fpRg3prayuC2kldoiYxOpqjB3ajd/hl7O1sJPzTuNhooiJCKSrIJzsjg8zMNLy9/PAPDCYtIx1vXz+JDzMhLoYCpZzK8lI0SjnKHBUpiRmkxCdiZmQkzf72bN+A0cF9vPTSWklYifCI8OBgAjw9sbIwJ9AvWPJA9fBwo7REQ1Z6LhWVTXS0j9DRPkBxYZmEy3pw3z62b9uOs5svEWERONvZScJ97579Eij4gf3HOLDvINs3bcDQ0Ax9fSP27d7K3j072LplA05Wx3G1OIaTuT4OpkewNNbD6LgxpsbmKBWPOt/8/tuvaMhzpSLZkpyQI2RFmpOfYE+T3JOukjBinPYy1aGipTSahvxwyV6sDDdCG2dNmq8BwxVx6FTB5Llvpch1GwWBetSke9JeHEt7eTrl8kh6KxIlvsTyrAA6VL4sDyhpyA2gtySUEx35jNanSPGv9bneVKc4USsPpEsro0NCQYqiXyPIkuNY6Cri/HgV58bVDFbJaCuOp02dQnGiQM2JlfgcW5MdqU1woCrZmb6ySOmDUB5lJnlKh3vokZ9iT0dNLB1V0Qx1ZjDRl05PaxSFai9KawK4eHXikefo7o2PqI/6zmtUG2TKcF4g8+po5jWxDMiDEPbDscIoKdaxK9Ofzix/2rP8KQ23oSTUWgLw1oRYow60oDnJneYUT0lt2iqIiosjmCmLZro0nNH8AJri7RhRBtIoPFIjrGhLdmZY4c9SZSwzJWHMa6MZUQWiy3BlojCIEYUPi9owlrXhjCi8WdSEs6yNpDfDnTFlAKOqIObKoiQBKOIbF7WRUqyjmIWOKPyluEkRFtKd5kZ3uivVYeaUB5syWBT/SB+IjHv5BJbKLmxUndjntxGSlkRCpCPRUa7kh2ynKnA9pR7PkGbxMxKNfknwwZ/it+8n+Oz+J5JMnkLhuIpSz/VU+m+iIXQTNSGbJFthkeOTpJr8nETzJ8hwfJ7igM2U+q+nMWo71YEv0RD4Ep0xW6kJ3CAJRqXT8xR7rqEyaBNz+QaMpu9lNHU3PQm76JPtoSzLl6yCPBLL6/FvO41z929x7H4Xx+63ceh6G0chHLvexqbjTa7cfCwYaWlrQltVRWlZGeVV5WTl5KIpr6SltZ7Ghko6Wmsl9WpHVw8Dg4M0tzYxONgv4Z/W1tRSp1BQUaikvbWBvv4epqYmmV8QtsMh2js76RscYnxiipnpRYZHRiX1amNDI3PzC4yODjM1Nc+Zs69yYukUK6dOs7i8jLATLq5ckGZ7Z1+5zMVL73J28RwDTb0Mjkwz1z3MVGUjUzPLnD1/iem50xIg+dLKeUkwTs+dZWRimZUzb7C4fP5Hg1l44ukUbjSmW1ITZ0xTsjFzVUFMVYczUhFOvyaMzmJ/uor96C4NoknlKwVkNxRGMNedx3SHnLxYF5Tx7nRXJqOSuePncJiUIBtq80IkAfjaTDMjTbmMNeVIAkqgnCwNFNChldGuFmzvSbSUxjLUnMfp8VrphXdmSM2F8WqW+ksZac6jryaL+c5iTg5WcG6qXlKtVucG0iZQcGrTmG3NZbQuhRZVBN3aBIQqd7JNTl1+BCIkZa5LxXhzFos9ih/NGNWlpRga6hES7I+J3n4O7t6KybH9kq0vNDCI0gIVxcVqwoP9cLW3RCAaBYdGYmfnQmR4JI6OzuQr5Ph52xPk64QsNhxlRjKxEeEE+vjj5uiEjbk5sWERVGg0FCsVHNPTx9TUhuCgCEyNjbAwM2LtujWIuEaNulyiqnJzdZWEXkR4DJ7uvtjbOeBk74yxvh7mhoa4OrsQFZNEREQ0tta2lKm1xEWHo3f0EIaGJmzbtp2Na1/E2OA4x/VN2LBuDatfXIW+nh7GRgboHd6L/pF9HD+yD/2jhzA21ufYkYNo1KWPjJNvv/mCoZoIyalGqKeX+wVWaRK6Al/qs70kOMHm4lg6NfGSp+h0aw6t+aEoIh0kQdmSbE17uhWVsWa80pXH1elKLoypmWnNYqwxS8LcrZH70VObSV9NBjNNSbxzrodz0w30FIfw6nQ1ry82cXa8lDdmKrkyX8F4S6rE8NKU7U1XSTg6RTDN2b4s9qhZGK7l1EQVnYXh1OVEUpMbR3V6KKWJgagiHKiLt6Uu0VZyBKpKdacqzYNOoR7WJFNfksBkSxLTLfFMtyehq46krjSAia4c+ruzGRpW8frlH88Ym6Jt0AYJomFDirz1qAw8LpENtyV7SfRTgkxYE2SBzHqPRF4sbHXNiW7UxzqjDjanNtqe+jgnCvyNqIq2oyXVg+YkV3TpXjQnOtGR4sZgnj/92d6S2nNE7stAthc9Ge70ZHrSk+nBaH6glJ8uDuZ0dQynKyOZKwpkpTySqUI/ZkuCWFSHcLoympnCABbUIZxtSuFsQwqz6khOlEdxtj6BU9WxnK6Jl1g1xgoFkk4QQ7k+tCbaURNhjjrQmF5VzCNjRGRcK8YwVXRhoezBRNmJdXYdllmVGCoHiIn3ozJwPYWuT6FwfpZ4w58Tc/yXRBz9Kf57/pnggz/HZ8+v8D/4BMFHfoXM8ik0Pqsocn4ajcfzZFs9RbLlM6TaPIHc9TkKvV6gxPNF0kx+RrmvsEW+JKlSs+yeIcHoFyRbPUuWwyo6ZXuZVhjQn7yXxrAtVKbZEVvdi1fjOWw7LmOreweHjrex172Dne4dSRjad73Fd+kdrt766kft/P+64798HGO7rhVFQQGyJBmlGi3Fag2qolLU6hLUJfk01lXSUF9Dc3MjA71dtLU2S+zrtdXlNDXUkh0TTYkil+ryIhpL1ExOTtDa1kJXV4ckCIXNsramjoGBIYQ6VswKNWoNA0PDkvp0ZHRMUp+OCiDwEUEf1cvswgorK+c4efo8YzXtTBTX0p+ipEqWxUStjlZNA1pVKUNjsywun2Vq7gxzi69InqiTMycZmzxBz8Ak0wtnmZ4//aN7OlgWiSbOgtaCQPpLgjnRFMspXSpzrenMtGbQWx7JYFUMQ5UR9KiDme3I48JcPYu9hQzVp/HqdB3TXUVEuBqQFWFHT3UaC30aZnsKOTlSxVxfGQu9xcx25XN6vJKW0jjJW3W+M5+L8zommpUM1meTEe5Ec3Ei3WXxjDdlsdhVwHK/mgtTtZwZraQqL4rKnFAa8wXaTTADFakIaLlXRss5O17NYqeC8YZkdGVJvDrbykizgpbCKLoFjmZ1KmeGNZzoEx61hfz+b2aMPZ2duDrbERToya6t6yT4tJz0THITw3G2s5EwRK3MTLE2M+Lo/r1YmVkTHZOIEFw25iY42FtjqH8YGytTzI0N8HV3kzxTLY2PY2NmQmyoH7LQYOKD/clLTyMnV0lMQjpZmUqcbJwI8vUhPTURd3dPstKyEWpROwdHikqqsbN3wtXZlcjQMBxt7Anw8pZUqhZmJpI9087alqjIaAoyEkmMDJYcgNa/tEZiyTDQO8yObVs4fEgPezsn9uzaxgvPP8uxQ/txdbJl/96dbN64ns0bXpKcdNaufZHVq1eh+JsZo3BWapQ7UZFuTW7IXpRRRyiMPCYh35RnuUmqzK7SKKbacrk4X8dsSxa92mi6CgIlAPGWGHv6M704o5Pz7koT755qoSnXG02iG0PVuXQVhNNdGsl0u0Ka5c3WR3J+opie6kSKgw0Yqo3htcUGFrpVlERZMdWQxNnBPOZaBJVYBP3aCCpjbakINaQyypz+chktYoYaaIL5jrUYbX4J/Y3rcDc+jCrMBm2oIRWRliQKRgwPE6oyQ6nNCGawWkFXVQF18nA0yWaUJhoxUheJrjqUjpokpkdLaWhO4I03Fx55ju7d/JieNHfaEh0lDsMSPyNaZc5URVhRGW5BRZgVbUlu9OcEUBvtIAnAhgQnWmQedKR6Ux/33T7BdNGQ5I4uyw9dbgDFoZZoBS9ipBWDymDaM7zoywugM8OdQbkvs6URTP1FJTqq8GcsP4jF8liG8wPoTHehL8ONMYUvUwI6ThPKmMpPUpEOyX1YqoxmuiiA09XxDOX50p/jw3RxKIsCVq4kiKXyCE5Wx3KuKY2l6nhe78imJdGBqZIwibuxvzjhkT4QGY/yEY4ru9FXDXFENcQx1RCHCkaxzGklPd4WddheMsMMyAvYTpbFE8QZ/ZKY47/Cf+9Pcdv9U5x2/wybrf8Lv0O/IMXuGbQ+aylxexGl8wtk2T5DisWvyRQIOX7rKPF4Dq3Pi6gcn0Pjv55y/7WUej1Pju2/kGX7BEkWT5Bm9xvKAjfSELWTrniB7etEorYc96aTOLRcwqrtKtZtb2PT/jZ2uu+SfacQkP97+zHyDdDSUke+Ko/s3BwKS9UUlhSRm5dHTnYamsJsKkoUlBXnU1MpuNrKKC0tpqWhAcHBV1NRRpVGgTw9kUq1ipq4BJRKJa2tLWjL1bS1tVNfV09qSiptbR0MDo0wNTODVlvB8Ogks3MnJAef7p5eibpKUGANDA8zMTlLh66H8alZZueXmV88RWd5A3Xl9Qz2jdLTPYiua4CZmRXq6jqoa2yjpa2PxpYeunomaG4doFU3TE/fJG1tAz8azMMVkXSr3Okp8mG2KYHJ2lhplig8UMcbU2lRBXCiK5fl7mxmWjIkJ5s3TjRKjjX1RRGcHdNyclDNmREtC535LPSVcPlkL2+9Mkx/Yy4jLblMC6ccZRipwVaoEl1ZlEI3iukoiyI/1h5lrJ2EpSq8SmfbcqhXhNFcECmFhHSWJVKVE0xqiA399blMdAiQgEyWdSpOSbPCPMZaFEw0ZtOUH0R3RQL1qigKEj2pzQujXhnOXHcJ5ydqODtWSa0iBIH9+cOlQluOtZWZ5BAjINaCgkOIjkvDztIcHy9PvLy8cbSxxNbKnNjIKCIjYzh8+DD21uaYHDuE6fFDHN2/m42bXsLB1gp3ZycsTY1Yv24dBvt34W9vhNXxI5JHakxsMkEhCQQGxpKcmEKKABVPkGFjaY6+nj76R/Zjb2tDdHQiXt6+2Nk7sG/3dpzMjrF7xyZ27NiEu7M7Hs4u+Lq6sG3jBoz1D5MU5EylKp2C7CTSEyMwPK4vxT+aGFvg7h4kQb0Z6h1FX/84kWGhZKQmY2psLM00N2/ayJNPPsH69RukMBKt5tEZo+iv/LDDJLtsJtV5I9mBhylOceb0SBUTLTmo4mwRtFCdBV7o1MEMVMaz0FfMyREt1Wme+B9YR563MdHW21EGG1Iuc8HPcAMznYWShmCyNpmxyiTOjFSz0lPEWHkQDTnuaCLMUIcaM9uRyyszjVRmB9OW60lLjjudCi/6CrxY6ZEzWh1LZ0EwRZH2VCe6UZvmT3O2Dw6HNnF04zr0N7zE0U3ryfAyoyTAgJpIE4oDLQjS306g/hYyvY0JMNmBr+nLmO/fICE4DTalUFXgTU2JJ7WFHvS0KdF1yCkoC+LcxUdVqQL5pjnegcpQU1pFnGGkFd2Znozk+TKi8EOX6spAji/zmmjO1CYzUSjUouHURdlTF2NPZ4Y3TTJBSeXCiCqYhfIEhgtCaEhyoSPDhyaZK325gqTYg5Z0T8ZKI+iR+zNTFiOpQpfKYzhdm8CI3IdZTQQXddlc6pQzp4liujSU+bIIzjcns1QVzZmmFE41JDEkCdIAXm1OY0DuzWhhMEN5PiyURTBZ6M+SACdXhzOeL+irohjI86E3x4/eLE8Gc2amn7QAACAASURBVAOYb/gx8o2rZhgDRS+G+QMYq3qwKWjHQtWDc7aakKQwwtITcM4uxTcxgiAfQ3yO/Jpowydw3f4/CdR7GueXf4r1lv+J9/5fkebwPCrvTcQYPE2GzXPku60iy+4pMmx+TanPGsoEzqrvWgqcnyPN6Jd0RG2mK3od7eGrqQ9cRXXgOqqDN6IOWE9Hwl4Jxzm4shv3xiUcGs9i03wZy5Y3sGq9jE37m5IwtO14S1oL4fi9gLzy2MYIHZ2t5OblIlfIyczKJisnixx5ruRQkZMpo0iZRUF+DjlZ6VRVVlBZXklJYgqlsjTKE5Mpj48lyc8bVUQk2d5+FKgUFBflo8wTuJkysjLTqKquorGphfYOgXQzRGmpmtraRhrqGunp6ZPiHWvrqqmoqJQAAVrbOqmuqadd18nA4Ch9fcPoOnppbO6mq3eEYk0lDS3t9A9NoVZXUVKqpba+hfLKRjQVTZRoalFralGptMTHpvxQHkjbE7Xx9BWJYPg4esrCEfbE2bY0FjqyWenOQ8QfrvQXc35UzWhdshRzeG68Ei/zPRjsfIEAu0M0FkUx21PESHuBRDg736/l3XPDdNdk01QcRXd1Gt01aZwbr+XcaAX9lfGcG9Xw6lQV420KTvQWM1Apo1sdJzlrLPUUcnqwlFMjFcx0Fkl2yYUuFU15YUxUp7LcnMtyXSbzVan0FEfTX53OUL2c3so0TvQWMd+p5ERPkfSiPTNawWhdGvMd+XSq45jpkCPi8n64NDc2Sh6pkdFx5OUXEhUZS2xMAnpHDaSQC0sLMbvaR1RoIM52thjo6UuzyojQMMICgtm752XWrHlR4lfMzswiPTWD4EB/du3Yxou/+Q0H9u6S1K+ypHQpxjAkLAEXVx/sbOw4rm9IcFAU8uwCDh84SFJ8HJbmZhgbGmFibEZqpoo8QRlmbY2pvh6H9++XiIZ9vPykwP5jhw+ydvUq3OxMyUuLobokB0VyBNu3rOf5VavQNzBmx3ZxfaukcBQvbz+J/qyttZHj+kfZsOEldmzfxpq167CxtsfU2BCl/FE+xm+/fshQsQ8dKn9a8oNoUIayMlrO6yc66KtLoyTJjoHyWE4Pqzg1Xs5sXylDjTl0lydQle5FiSCoVgQx15HPYKWMTBFuEOtIc24g4w05vDJZx3BNFr2aeDqLAsn3P0BtugOZnofI8znAcleeNBZalFHolCHUZ/pSk+bFZGMcp/oVdBZ50FXsSXtRJBWZflSkBpDmegz9TWs4tPEF7A6/jOWRPVSl+qEJNSLfX5/uoiCqU1zpVoeT6q9PtPMxFHH2ZEVZkh3nyNJYOWO6HOpLvYj1O4A805MihRdKlSuXrzyqSv324V3OtclR+RqiibRDGWrNdFUyU6UR6FI9pDAMufsxKsKt0Al84XhHykLMaE92pTfLm+5Mb0ZVobQkOjFRFEpfji+9ub5URllLIRRidtmW6kaP3JeWNA/OdcoZLo2mKd2LsdIoiZexPdNLAgBoljlIwrIn052F8hhJIAqg8ZWaBBa0UUwWhbCgjeaNbjnTmkhebcvmRFUCM1phD/WhJ92dTmFTTHeXrq0r3ZWudA9aZPaMl4TTJ/dmSO7H6TbVDx8hadu9bABjpQ5jZRem8i5sFO04qjoxKuzBStmGm0KNu7IG99wSrHLKsXc8TpTp0/gd+ike+3+B/a5/xmLTP2C39Se47/0pCdbPEG/6NHFGvyLJ5FdkWz9LhsWvKXR+jjKP5ym0fQqt67PU+a5mMHE7o6k7pID+lqjtVAVvpjVmF2WxxyiJNSSprAz7xldxbLyAZeMFzJtex7r1DWxaLmHbfgVrAQGne/Ova+F8Y6N7l8uPbYxQX99ASlqqRO+TnJpGemYGySkpxCckkiPPQ56XK7FVKBT55OcXotVWo1AWUlBYikajJT8vk7TESMm+JM9MIk+eRU5WGgmxYYSHCob3CFJSUklJTiUtNUPCURUM73UNTRQXC5WthkptOUqlClVBMdryaokhQ5kvcDW1lJfXUlhURmaWAmVhGYr8UpJSMsnMVpCZpSQiMo6oKJFiJUoiX79gvH2C8XD3w87WRbJP/e1oHq2X0Vfqx5A6iGZVIEO1SSzoMljqyma5J4+TQ2pOj1YxUJ3EjE7BqzMNEpVUndyftmJhv4ugpzqFGZ1KIp7tr02huzqJ+Z4SuivS6alI4fRIJecmquirTuXyXCO92gRppnFK4J9Ot/DaTB1jDemsDFYwpStgsb+MMyNlvDJRy8pQJSf6y5jvyONEQzZzlWmcaZRztj6X0/U5LDXlUJbqTX6CB/PdRZJX6nJ/ISsDpcx2lzLZkY8QqrXKcGY7VdIMVvAL/nBpbmiQINTCwsJxc3HBy92VAC8fjI4fx8zcHEMjM9xcXDl65BA21tZ4uHnj7uqNi4Mzh/Yd5NjhYxw+dIjoiHDKigrRlGqxtbXlmWeelGZohUWVUtyiulBNeFgkeof3IxBoBOi8iJUMDQ7H0cFBcvDZs3sHtlY2pMrSJUqqtJRkunRdNLf0kiMvJDQ4AlNDI8neKGyOLo5ObN60gYN797Br60aOHdyDlflxdmzbzLEjh9m2ZSvrX9rAqlVrsLVxIi0lk6T4WDavX83ObRswF+rhIwc5dPAwzo7O7Hl5J7nZGT/sHgkQIclpGyUyNzSZQXSVy+jURlCe7kKXNpGxpkwUMcIhx5H6Qhk1hfG0aVPRZvvQWBLFUm8BV6fVtCudaEwzZ7g8XOJTnOmvRFcRy3RblmSbHKmKoSbdnRiz9WQ4bEJmvw2F5z4q460kb1LBHThSGsjJoULOT1cyUhVPUagJmR67aFc4oIk2oiDoIErPPVhseRp/y90YvbwaP/NdpITYkhFsgSrMAlW4KaPVwfTku9CUZkm47R78zXcRYHUAebQthSnuyAU6TZYXhXHmpAYfJjXKAFm4HoE++3nt/KNxjF/duyWhy1RFWtOY7MZcfRazVcn0ZHpTF+9AdaQ19VF2lAWZURNlR1W0gHKzlsiH56tTWWrIoCXJldZEZ8leKHBXp9XRDOQGUCHUsdF21MQ6UpfgLLFzpDgfpiTSjqoEVxrE/1Ul0p0bQLciCF2GNx0ZnowVhdGW6sJkcagkZOuTXCiPtWNaG82gMpD2TF8myhIYLwxjVDjzxNpIDjkt8bboUp3QpTrTluQiAZPXx9hI4R2jcl8misIkFe5i3aN4umLAuJQNYJjXgWFeF0bKPowVHVjmd2CV346tohlHRQ3eiiq8cjWYK3XY5pQTKCjqzJ4hUO9fCD/6E/x2/wPBB35GosnTJJn9Czn2z5Br/WtyLX6FyvZJKryfp8bvN3RGrqfW9xlaw9fSHLmVmtDNtMZuR+W9niT7VaR7bEYWakJcSREelUO4Np3CouV1LFtfx7z5opQsm1/HuvkSli2XMG+9jFXHW39NNp3vYK37LVce2xihQFVMSHg4guJHwIHJkpORJaeQnSuXvA9T09JISU0hNT2D2PgE4uKTSM/IkWxGGVm5JCUlkhQXSUpCOAnRocTHxxLk70eAlxu+7i54u7rg4uSMg70DDvaO2Fpa4ebsgkyWQoB/EP6+/vj7+kk2JYlxwdYRc1MLLC0sMDM1x8zEAkMDI2kmc+yIAYf2H2Xfnr3s3b2Hl3e9zM7tO6S0fes2RNq6eQvbt25hz86d7N6x8+/STk3riiQhNtqUw8KAlsXeUqZaUzjRLefMiIa5nhL66rJYHtRybqqBKyd7qVHFMNyQKc0kl/s0XJhuZKQxh/rCaGryI+gUXG512eiqMzk9Uc8Hb0zzxpJOYmRfEXbBYQ2TbXn8drmVlaEyVgYrOdFTwpnhMq4u61jsr2Cxr4zhBoGiUsK8UJsOqZluUzCny+dUbwk1Gd40CxqrchmTTblcmm/inZMdDNbn0lOZyoXxcuqVYfRWp7PUr2WmS83Z0QquLLbx+28e9TSrrqqRqKA8vf3x9g3g5Zf3cOyovkQrdfSIvsTRKFSTe17exdo1azAxNsXD3Yt9u3awbfNmggP8UWUm4e/pibuXB77+odg5uWJpbYWVhT3JyRk4WFthaWZIbFgI1hbm+Hp64uZoJ+GhWgvHnOgEjh07zNrVq/Fy98LPy4/05Ax8PdyJDw0hOy2XVFmqBCbg4eFNZUUDQUGB7N69kz27d7HmxRdZ8+ILrPrNM6x+8UUOHTiA/tGj7N21E1PD4xw9uBf9wwc4emAvu7Zt5MC+Pbi5ubJ9x1aef/4ZNm/ZzNbNG1n1wnPIEh+1H/3h269YqE5goUXOSFsRjcXRpIcYkexziEa5H5OtShTxTrgZbsL+yEaCHQ+THWVDeYY/Mx2FzDaEUxW7m+LwDdQk6tOmdGeqU4OuSk59XpAEPl6niiY31JFAy33E2Owg02kDCXYbSXXeRa73YRrSnFhqSeHiZCWvTtQwVi0j1GwLUZabqEkxpS7ZnESLTcjMNqAUgfrhVrTk+qJJcEAeaEhlhjfa9FDywiwZrhEfSRm8vVJLp9yGYMN1eBxah92edYTbHSAtzIIYL0My/I+TFWxOkPVWou12EmG/FXfbHVw8+6gq9d6tj+lK95RmfXPaeHoFxGGGLy1JHuhSvRhRhjKkCKEtxUNSizaJMI14ZzozfRhQRTBXkUxTkrvEclEdbkWpvwm9Wb70Cltjihttya60idltpheNMhda0n2k1JcfxnJDBrosX/oUQbw93SAJvJGiKLpzAiRbpQAXEByQ2hgHisJsGMwPYak6mUl1DMPFUUyWxXGxr5gBVRgdae40RNvQkmhPaYA+A3J/ejO9aIoXgtKNvkwPGmVOXOpS8N5kzSMfTyLjpB3ieJ4Oo7xu9JV96Kl6McrvxkbZhlVBGzbKZhyVbVjm92BV0Iedqg13uYYAWSzxIUYoXVaRavIE0Yb/Qor1c8gdfkOx+wvUBL5EdcAaSn1epMhrDRrf9ZT5bEDp9iK5rqtJsn6SOOtnyfF4ifQkd2JSY4jKy8WjahD7xlewbnkd27bXMWt5A/PWNzBrfh2zptewbH0DC0kovoFJyxVMW65i1vwmlm1vS8m647dcvvnY+YasrByJBiomJo7kpFSSZMkkyVJISUn7Lp+QREJcPHGxcYSGhBEaGk5ocBiB/sH4ePvh4+6Fh6sL7s6uuDo74WjviIOdnSSQ7G2ssbexwcnOHhcHR1wdnLC3tcbB1gaHv+x3d3WUjjnZOeJs9922s72jhHjiaGuPg7UttlbW2FrbYGttjZWlJVYWgqDWWtpvY2EpCVs7axvsbGylbUElJPL21gJtJfJHg3mhv5qJznIWhyoZ6Szj9ZURlobKWRqu5uREK0vjzSyO1DOi0zIz0MjZ+X7OTLewOFDK5dMTrIy3MNKu5vWTw/Q3F3NyUsery8Ocme5iabiBlZFG5gdq6arOZKQpj5G6dIbKY3hlpJzzQ2rOT9bz23NjXF3uYLo5m6VeDWfG67kw28prsy2c7ddyYaBMUrkN1gim+ChmOwtZ7CzgpC6f04MaFiS7YzInB4sYbMhjtruMxYFKhpoL6a5VMthUxPm5HpaG63hlshqhGvzhMjI0QkxUFLGx8UREJ2BqYcPRo/o42NlgbKCHna0dO7dvxdXelkBfgXN6XPLqFADfAmhczPayk+KI8PfBQP8IsXEyVKoiiR/R19OVsNAQRHiFrb0LFsam5GTKCfD2wtTgKBbGhrg4OWFqYsz69evZuX0727dukrxHzc3N2LJlI+vWrmLL1o1s3LiGdWvXSAI7MyOP8NAQDuzfx9Gjh/jNc8/y3LPP8MILqzA3d8TVIxRHF29WPf8ipvrH0DuwlyP792J6/DiGR4/g7+2Pj3cQTk4ePPvcC+w7cAQLCyv+8R//kZSURymFHn5+D1+9daS57GWkLpfx9kImdGpG24rQlSZRmBRAozqF6Z4aJroqmBuoZaa3mq6qPPqqYimL2khJ4FpKgtfTlmNGY5YNDUVxNJck06lJZVpXQHd1JjXKSLLDzJH5H0dv69NY7l2Dj/l+vMz242m6Gxej3Vgd3orFgc3Y7l2Hv8FLZHnupTjKiHSXXUSYbCHC/hg6baZEhNxXIWOoPJ6hslha88JJ8TMl3c+Qc1OV3PrdCp9cnuS18XICTbfheGQLTgfW4bB3FS4GuwlxOES4zU68zdbjZbEFF72XyAjcR1GKEWeWHsVK/ebhZ0xroqXZWo6HAV2ZflRG2aMJMmG+NIoCbwNyPfQkzsP6eBd6coMpDraiJMRCim8cyguVHHPqYx0lCLmu7GAU3qbkeRmhDjRjXBX6nb1QzNZKIhjKD2W4MJy+vCA0EdaURdpREmiGzPkI9UludOf60ydQcwrCmSxLkFJDsjstGb50ZvszVhotAQw0pXjQKQ9iSVfAbGMe/SWxDJdE05sXSHOSsxS3KAL+a0TAf5QN82WxvNap5OZSEx/OPQoCIZ4nx7JR9BR96Cn70Ff0ckzZx/G8IUzy+7FU9WKi6sasYAAroVot6sFc1Y2FqhOnvBr80zLJDNND7r6JJIfVxJk/SYLZk0Qa/JJww18TafFrMpyeJ9X6aWJNfkWc8a9IsHiGGJMnSXDeLiHspMY7k6pKIbyiA6fqBazrzmLRdFGaKX4nAC9LwlEIyO+TaetljJsuY9B0BcOmq5g0XsW06U3MW4RwfOexYPzhi/L/pu0vH9zls1vX+OaLewgWBSE0vvnyc7764nNJhSbWXz68x53bN3hw7w5ff/mQz+/ckjgNv3xwjwf3PpXy3371kIef3+Hbrx5IdYhjX4i6b9/g1o1PEHlRvwiuF+lPf/iGL+/flcr/8fdfS+d88flnEvPFH775UsqL//7mi/t8+8V97t+5xdcPP+feZze5f/c2n392k68f3uNrcd0P7/Lw3qd8+eCOdD3Ci/L333whXc8X9+9y77NbCPXpN18+4KuH9/jzn//0yC1+cP8+N2/c4MaNG9y8cZOPPv6YDz/8kGuffCKtr9+4wUcffcgnH3/M9WvX+PCjD/nwww/4+OOP+eijj7hx46ZU9uaN61KZTz/9lJs3b3Lz5g0++eS7ukS5a9euc/PWLW7duiWd98H770t1fF/PBx98wPXr16Uktt977z1+97t/5b33fsf777+P2PfBB+9L1yTOEdcn6hXpu7K/47333+Ojjz/hk2uiPTel/d//j2jThx98wMcffcjH31/3tevS+R9//AnXrl3jd7/7HXfuPMpX+ac//YmP3v8dN699zP17n/Hlw88lO+0XD8Q4uS/lxVokYb/9bt997t25zYN7t7h3+wPu3nyfe7c+4MHd6zy4cwNBZSXGixg/Xz28w+d3bnLn9nXu3LomjcdrH3/Exx9+wIei3VJ6j/fff48PfpA++uA9rn30Pp989B7XP3qf29c+4u5nt6X0+d3b0hiVxsX9O9y/c5t7n93gi8/v8Idvv0SMuT9++5UEKH/39jVE+VvXP+KTD9/jg/f+lY8+EO39kFvXP5TWYrzdv3ODe59d5+u/UcX/+U9/5Ov7n/HFvU+59cmH3P/0Bl99/hlf3r3Ng0+vc+/WNT7/9AZ3b34ibYvr/OzGx9y5+QkPPrsl7RNlP799nc9v35COfVfPTemY4Ht8KK79zk0pfSmeuU+vc/+zGzy4c4vPbn4i/afou5sfvy/te3j3Ft+nL+7d5usHd6RrEP95/7ObPLx7m3u3rkvX8PuvHvBQ3Nf7d/jy88+kY+I/vrh7S7qme6J/bl/n24f3+OPXD/6SHv24FA/UjXtf8MldkR7y8V/WIn/t7hdcF+t7f0l3H3JNpL/kr999wK079/js0xvcuf0Jd26JvvmQe7c+5M6N97lz8wMpL7bvivyN97hz/T0+u/Y7PrvxAZ/evs692x9z986n3L17m08/f8D1+19z7f4336UH33BNJJF/8C3X7n/7o/UnYt8P04Nvuf7gW775w6PvikdeHP/OzH/5cI1/ZzsfF3vcA4974HEPPO6Bxz3w7+qBx4Lx39VNjws97oHHPfDftQe++eab/65Ne9yu/2APPBaM/8GO+69+2p///GfWrFnD22+//Xeb0tHR8SP8zR8WFGrBf/3Xf/3hrr+7XVFRQW5u7t899p955x//+Eeee+45nJyc2Lt3L2NjY/+vl3v79m02bdqEUGP+d1kE9N7atWslj11TU1M+//xRwui/1860tDSqqqr+3qH/VPvEfXJ0dMTS0pLdu3cj7t/fWy5fvixxdX5/TKjAxZgQz9B/dBF1CDX7v7UItKY333zz3yrybx4TAt/MzIyvv/5aKifG9Mpf2HpE2w8dOiSZIv7NSv4vPfhYMP5feuPFQ/3888/z1ltvST0gXng//HL+9ttvEUksf/jDH6Qk7Fji4RJ5AVqdkZHx1zLiQfv+uDhH1C9sbAUFBRLxr1TRf6Ef0c5nn31Wenm1tbVJL1Bx+aJPRPu/+OI77FbRzrt370r7hB1y3bp1kmAU5b5/cYqyDx9+Z9/5/e9/j0jinO+P/2fulubmZlxcviO4FfyPo6Oj0uXev3//ry9csUO8fMU+sQiCZ/FBJNr3/RiSDvzlR/StKC/6RJwj+lMsYgx++eX/9j7+6quvuHfv3l9PFeeIfvv/axG24SeffJIHDx7Q0NDA1atXparF/fr+/oodYmz/8LqETXfnzp1/9/6JsuI5Em0RdXz/TIm2iv8Ri2ivQqGguLj4r/0jyon++r6MKCfOF/WJ5ft6xLmi//52+X68iXLinO/79If1ff/hJuoVx/ft2yeNb9HH/xXG4t+2+f9k/rFg/D/Zu/+J6xYPghCMV65cwdvbGz8/P+kr+Pz577BZy8v/n/bOBdzKKY3jHZcujBCJ6hl3k3pKTGqUiTKqIUIioYZJpVJSigiZzMTkUoZB7owUiWZcUnLtqosyxrjlfnvGMAxmKOs/z2+tWafPts9ptzvn7Nu7nuecvff3rW9d/mut9/++77p8fyi39IYOHeo16uHDh+vYY4/1Wid7/g4//HDdfPPNYuFK586dvUBEk0YoYGkNGDBAu+++e8ESI0Jz4MCBatWqle6//36/wAay/OUvf6lp06Z5wd6tWzcNGTJE7du317JlyzwxYmX16dNHCPZrrrlGvXv3FtYWJAN+nTp18niDa74HygwJXH755d4aRtk566yz1LdvX3Xo0EHz58/XQw895Ot0yimnaOTIkb4fEP+YY47x91LrOHHiRO23335q2LChF85nn322uHbyySf7dB577DGPJYJ71KhROu+883w/bdeunf9OP6yKwBg491y23HTSgw8+6Anl6quv9uXu0qWLJ0vyYUx07969PMtIjOUXEl9Ihz7P38EHH+z7Cn2H9gcPFIZ58+b531iqKF2UA4UKxeP3v/99eWr0s5UrV/r79DH60iGHHKIXXnihPE78Ak6XXHKJdtppJ51zzjm69tprvfLBqmn6IWMSz02jRo081izqol2pV69evfy1mJZ9SkaMJdYLVq1apRkzZvjBBjHOnj1bLVq08CigNUMEBAbhxReHDcFcu/XWW/2qzQMOOMDfv+mmm3TppZf67wx8BuC4ceMEUTDwEQxo+Byxx4AttBAtRhQH6opL6r333lOTJk28IkB9EOBRYCJgsZTq1KmjHXfcUU8++aSvMgJv8ODBXkngPunwdhdcZCgW+R4gRtoU0sP6ZxXwnnvu6S0d3jyDKzK2Oe39yiuveBwQ0CgLWMepYcKECZ4gcOVPnTrVK2YLFizw/QcywZpavXq1J4rx48dr+fLlevXVV3XYYYf5Prl48eLUJLP6jRXIlABkj0I3ffp07zbmN56U/fff31tnS5cuFUQZQyTGdFbWzJkzveKAonjPPff4dEmLsQQxgiMBLKdMmeK/kw7jhXomA/VdsWKFv4RVB6mNHfvDk7CIgKK2ww47qKysTNtvv70WLlzox98ee+zhiZE4WI/R1Y9VCTFiJdOPTz/99GTWJf+9KIjxk08+KXeDFGKLMt/AVoGaCHPmzBGaN4KmadOmXvvca6+9vEtlzJgxQhARUonx4Ycf9nMwDCbCHXfc4bV5XGFz5871mizfIUsGG0KPOUisxkIlRvBBkcAqRlOHGBGg0b2F5o7wxIXas2dPL+hQNhDcCHgEL/M4YP7000/7dI466ihvBTC3WyjEiCsVwmvWrJknRuYcEfZYeVhveBvoL7Q7ngT60WWXXeYtaZSK1AAxMgdJH0EZgywQ2IsWLfICGmIEQxQ4XgzesmVLQU7MexMHZQMS3tRA25I27UcZJk+e7K3gRx55RLNmzfKED2lVRIzp8ocYwQRivPfee31/QRmCuFASTz31VP8YeWHBMWZQwlAso7s9ppskRhTYtm3b+vN+k27eGJf2qVu3rlds69Wr5/EBoyQx0h+bN2/u3dOQJBY57mTG76YSI/nTVknXbSxb8hN3LvIuGVC2sGDzKRQFMWKxoLVWFhBmaGi4FTY2MK9xww03bOxjGcfHlVRTixWYW2CA4rZC0BCw8LAKWTQRB+dTTz0lBASBAY7lxD00XQLzibhsEAK4UtH8cfcwbwLWEOmgQYM0bNiw8nT8gwXyjzpg4SHk+cPCQ4hRv2gp8AmGkD/XwQRhx3XIFKsHAqR9wYk0brzxRm+lIIxxq+V7gKBuu+02X0zmlSETrBHaFlyoM3XBlUdbY/khxHnBN9fpaxGvWFcUheeee84rURAd7kTGF/2HNLFEEaDgTx+j/zEGL7jgAv8bV3VVBYi7f//+3qKDcBDwuLipC5YhAaGdbCsU8TgOUsuBsgQ54srEAqRf4Go+88wzNXr06PIFbew/HTFihHc9069QJFLnY0kDi5Yxi7LAM1jwYJwaeJY8lixZ4vPhPs+hlCatdsYpdaONJk2a5Ps0fTTKgtR0M/lNe0LAKAB4CeJ8aLpn77vvvnJPVLxPPfE25VMoSmKko0GAaCZoTQg5BikaKp09kiPX0Ziw1uLg5RMNhs5P/PC1yAAAHSFJREFUoJHp4K1bty5fZFFRA+LHpzOSJmnH5+ncyc5C/gy2OBAiMfJMcrFBRfnYdUPAEDAE8gUBlD5IHvkF6UbvF9ZjUhZSXmQf8jkZjBiTaFTh91SLEVchLi80GFxgEBMWUv369b3L6+677/a5s6oSVxjuFDQxGpZGxmWBawNNFfcA7q8GDRr4BRVozOkCxIfWhEuNvNE+0fD4jjuNMkG4aKSQ7KGHHuq1K8g0EiPWBt8jqabLx64ZAoaAIZBPCOBqZo70tNNO02uvveaLhheKtQvIvX79+nmDgRtMwSBjk8GIMYlGFX5PR4y4W/Dd77rrrt7Sw53AHAmunxh4DvcqxIfvn0YlPlYmbq+4d425sji3Fp9N/YzEiKssEhtzKbEToEnhLsFNg1uEgAsJsoQM8fezqCFas6np229DwBAwBPIRAeQlrm/c5uz9ZfESBglbe5C7GAK45AlGjDXYgumIkWXOBKw45idwcWIFMh9GiETJXAELTph8x5pD8+Ee80OsNCTgfo2rMf2FNP8iMUYXLFFIl+XrBD5ZmMLcDPMOBCxE5gsgRrZMMMcCsVowBAwBQ6BQEGDBFSt6CWzhwaDAS8ZqV4wEZCfz0gQjRg9Dzfxjspt9QjFgfUWXJysu46ZgyKdHjx6enNBysCBZQs0nblfIE5crC3natGlTPlHOai60HsgzLrGOecVPiJG8ksTIHCd74HCv4lbg4GgIG4Jmnxt7ufDH459n8QHfyYf50FwGrFom1C2kR4AFG8n9ZuljFd5V+h97LtNtIK+sNizOyRQP5tXZvxc9IwhOTpYhML/P+GT176YGlE/2FMbAvlxcdjUZWK3LIqSKAlM6KMepgVXAcZtG6r3U36RPPrkMrB7GoMDzxtQUXjmwZ6UxezFp07ieAk8ehkAy0DZMa+VTKIrFN8zTxRVkgMtWBIiPgEs0DnSID394PMqMhS6s4qIhWXVJYHBCqsn0uE4eaD3R4vSRE/94LplXvMVcIxu/k8uYIWrKEZddMxcZCRU3BHlVZaDelC8KI9Imb67HALHH+ygArFrjmYhdjMcn1+joPEM60XXMqtU4AIhHG6BUxED85O94PdefEYdk2cCC8sZAnNhebAKPezzxLqQG8OA6afAX0+d77Jc8Q5y4CpjfxEv+Tk23Kn+TF/WlvWK9ae+YP99juZN1jM9QFuKgxF111VVpBRvPE4fn+Yx9KXUsoDSCC7hhaTD2Itbp6kw8yhnTIw7xk79JL1lutpbg6tuUQH3IO9mGqfnSZ+J9LCnm2ngmWbZYBhQsPEkoJMn7Xbt2LXc9Epc2ou/EkGwz0icfQqwvaYEP+dZUYDEhMi1ZTqaJMARiP6IsyD7kXTIgU4mbT6EoiDGfAM23siCQEDxsRGfvFIMFdy4T5Zz4gRLBIiPucyoLy7khRjQ7Bly6peEsO2dZNvOxuE7Q+HA7kyZzC+xx40QUtEWWwqOpo1SwSZq8ORUlnwJeA8pGvRAu7Mlj4zonkcRTWNiXhmbOnDFEwNYBToDh4IPUgCWAN4D9dh07dvTbObCqyAec0abxHnCPPNkqA8FACmxRYLEC7VZdAaFJ+fCs4ObiO+VhBSF1RrAyZ8Q+Og4joB3Bhe08nN8JFih7HFzA3DzTFek0fqYS2BLAanCmEfC2QBwsSEOAUg6ucxgA8+9xoz3eGzwqccohiQPloF9yGg6eHYQqXh62zFDeaG2yTYG9gzFsKjFCdnEc4d0Bo3hiFHhQdtoY6yieaEM5cTHyG7xSA8TIgRFgyukzkUCSxMg8HfUkXbZ00R+5j2VPnSBGxi3KGn0HTOnLtBV9LaaZmrf9rhwBI8bK8Sn4uxAhR28xZ0rAMsbdgeBFwKOxIhxxZ2E5sw8LYuQ4NAZruoAgR+iwWAiSYw8SG9iZryUtSJU9kLi3ESIclgxRMqAZ3NFiT5d2Lq5BSCgHBAQ3gh6iok4IPQifhVJo6hA8uCHM2SzNtdSAwMOixC3O/jBwYPM7z+FuglyxijgEABJGq0aLRtkgTjyWLzXdqvqNxYaQp5wsCqMceDsgFcochSllr127tq8zRMmJPigECGIEL4cZYEGymCwdMeJi23nnnf1pLODFRnLwpd9EKxWLi7LQT+mTrGKk/vQXCC81gDdEDfHFgxNY4U2gbJAFgf2PSaVlU4kRIqf+rEMgsIULgiewyI4xQD1QNMGK8QQxNm7c2B+f5yOm/AN/9h5Sd6ZcaANCkhhRXsADqxJ3JW3FHmPakOsQIyvmwZn2YysEyinjMp6+lJKt/cwAASPGDEAq5CgMOk4qie4dSAoNngGEhsmgRrCgiUKeWEEIJDY0I4DSzZFAjAg90oEMEa6QCZYimi3EyOBFEHKyCRovhPLoo4/6Y7IgonwKWG7RdY5Fwhwwgo3NyAg35oBxw+EGYv6H71i+KBXp5pwReFhCkAyECzGCMaepQCgQIwIWa4IN7sxNgz1EhMBFAFa1Oz2JN0IVQYx3AAKpiBhpV+aJIG+mHSgXFhpWJPP6EBwCmzTSESOrvDkiD0ULggW/VGKEIMEbwqOv0jdwy6GUpCNG4nPQAPih4LHNiu1WXMfyQhEjVAcxQnxREaJurE3AQgMnFBqIknJDWBx4QN+h/2PJ4mZMDfQT+hPKAWMJq52QJEbGIAceoNBST7wOeCRYv4DCRltAhKRFn2RKhu8oYvFEq9R87feGETBi3DBGBR0DLRwBjsCPAWsPVwwDGoJEU8V9xx8DGFJEQDO40s3LMNhZfo3wwdXDmZC4BDlWCtcpBMhpGggq/iAYiAd3F6Qa95HG8uT6ExJDy48B9zFCGVcZ5YYMKDeCiLpgDbMSGrJAAEalIz6PtYMwQ/FAIUB7x1Lu27evxwfBzrMscsIdycIVyAqlhN+4FSGJ6gpYP7gisSiwhLG+sDYgLspM3lj1xIGgKRflo970EVzK7A2G2MEJ4gOX1AAJ0s845Ya+QV/EGmXxRSQYnsENSL9BMaAsCHeUrORpMzFtyob1R5lYxU35IsHQB6kbgT6GchYDc+acQJNtoLykH61p0oGUITbGAQSJtwV86Dd4AagXChbfcSmnBvoJ8aMiGu9Tv7gfEAKk3xCHMYdiSz8kD/ZYkz75ML4pH+2I8gU+KHRJnGP69rlhBIwYN4yRxTAEDAFDwBAoIQSMGEuosa2qhoAhYAgYAhtGwIhxwxhZDEPAEDAEDIESQsCIsYQa26pqCBgChoAhsGEEjBg3jJHFMAQMAUPAECghBIwYS6ixraqGgCFgCBgCG0agJIlx1iypfXupkmMMN4ycxTAEKkDAcbxgx45SNb7cuoKsa+Ty889LBx3kNG1a9Z3OUyMVsUyqHgFe0sDBB3l2utXGVrQkiZGD4GvVkgrgBeob254WPx8QWLNGKiuT+vbNh9JUeRnuuCNUL81peFWelyVYYAg891wQrqNHF1jBv1/ckiTGV1+V6tSRjjrKqRqPpPw+0varpBBwTZvK7bSTlDhEvVgA6NlT2nJLqYJ3dhdLNa0eWSDgIMRateQSbzbJIpmcP1KSxAjqnTs71a4tLViQ8zawAhQjAhde6M0q9/+zO4ulisuXS/Xq4UqVqvFwnmKBq7Tq8fbb0vbbS7vtJiXeBlKIIJQsMT77bNB6W7bklVKF2HRW5rxGgCPmdt1V2mYbic5WBOHLL6U2baTNN5fmzi2CClkVqg6BL76QOnUKnaMIfOwlS4z0iPPOC3MlXbtKn31WdX3EUjIEPALz53vzyqFFz55d0KAg944+OoyXYcNsCqKgG7OqC//xx3IsNmNe/fTTi8KVUNLEyLnarI9gIU7r1tKKFVXdYyy9kkeAFz43aCBXu7bcyJESq/YKLPDGsrZtg9w74QReQF1gFbDiVg8C+NIfeEDaay9ps80CKSZe7l09mdZMqiVNjEAMOTJfzGKCrbaSBgyQePuLLcqpmQ5YErmsXCnXokVglsaNpfHj5V5/Pa81a/o/L1o/6yxp662lLbaQhg7lbfIl0WJWycoQwKfO0v7OnYPrFMHJ9ox16yp7qqDulTwxxtZ68sn1WjGLcrp1k+66S3rtNWnt2hjLPg2BLBHAzJoyRWraNBAkTHPggdKgQdItt0hPPCGtXMmbpCVMtBz8rV39ktas/rd4Z3P37lLduqGorbdbozmTVsuxDDUH5SrPk5cEw9aff159SgVC/6OPJBSXXNY1H/J+8UW5F18Mc+RYhhdfLB1xhLTjjsHNxtL+k06SWOZfZMGIMdGgeAHuvjvszcaCxMVK27PI6vDDpd69gxwbODBYlliX9pc5BqNHO7FIc+pUac4c6Z//rFr5hjUDt9x5J+/4k8aNcxoyJPPy1URbnnHiv3RGwwc0oOym9H+bTU1/vaL4m3B9YNmNOrPsjzqpbJq6ls3RHmVrVLfsv36qaIuydWpftlC3lZ2mr8u2CgzJHFIu/hiI/DEof/QjaYcdgvuOAXnllRKEma2Lh/kxFJP+/cN8SsOGUv36YeDHfJOf1D/+Tn6P19J9JuPF7/EzXXyuJe/H7/GzOp5Jph2/8xm/xzLRBvvu670em4R7Qu7m41cjxgpaBSVo8mSpT5/QDxiLeAySfTLZZ5LXK/uezTOVpVdd97IpJ89szB9GU/Pm0ogRYX43m+X/H38cDpjBq1O/vtuo/DemrMUcl+0X9O999pFOPFG6cuT7+tvIqWFOlHnRXPyNGvXDfNFcjj8+uPCY10JrZQCwTPbgg72Lx2U4x+Xmz5djQyZmcUyjSRO5Dh2kY44J82W5qHdV5ZkOv8rSriS+mzBBuv56uccfL8g58gpEfKWXjRgrhSfcxJX66afShx9Kb71lf9lg8OabgfzwGN5/v8RY69FDQkGHdHBft2/vvEcxgybx3i68kA0arH++XTtp2DDerC49+qi0aFEwJrIpbyk988EHWO/Oz7dngn1exME9QCMx10VHguBYAEIn4PSVigLPwP5YPsRnQyZHYL30koQb1YIhIMmI0bpBThFg8dMjj0i9eoWN48gq5Bx7hdMFlJRJk5y22y5Yh61bO2/ZYzlaKGEE0FrPOCMQJFoWvvQUF4SbN09q1CgQYpcu0rJlJQyYVb0yBIwYK0PH7tUoAswPsugJC5K98RxWnQycroZrm/uNGzuxjzhDz1kyGftezAjgJqDzbLaZHBuVY2DxCMtr+WNOsYhWUMYq2mfVIWDEWHVYWkpVgABrKK67zvljx9gXH5V6CJAFcZDikUc6cbCMBUMgLQIffCD305+Gucfbb5dbvVqORTv43RcuTPuIXTQEkggYMSbRsO95g8CMGWHekQUhnEp0/vmBFI891pmVmDetlL8FcW+8EbYV4Dpl3pEFOrxvzoIhkAECRowZgGRRcoMAC3SwEDmKjLUVnGvLFjYLhkBGCFx77fpl5KxmzXZLR0aZWaRiQsCIsZhas8jqwgH9zZoFcmRRDot0LBgCGSOAv33bbUMHYpmyBUMgQwSMGDMEyqLlBgFOmsJq3HtvO7g6Ny1QwLk6J8frQFhww2k2FgyBDBEwYswQKIuWGwSefjpsyzjlFJebAliuhY0AS52fftpWoRZ2K9Z46Y0Yaxxyy3BjEODYuD/+keMajRg3BjeLawgYAtkjYMSYPXb2pCFgCBgChkARImDEWISNalUyBAwBQ8AQyB4BI8bssbMnDQFDwBAwBIoQASPGImxUq5IhYAgYAoZA9ggYMWaPnT1pCBgChoAhUIQIGDEWYaNalQwBQ8AQMASyR8CIMXvs7ElDwBAwBAyBIkTAiLEIG9WqZAgYAoaAIZA9AkaM2WNnTxoChoAhYAgUIQJGjEXYqFYlQ8AQMAQMgewRMGLMHjt70hAwBAwBQ6AIETBiLMJGtSoZAoaAIWAIZI+AEWP22OX8yf/8R1qxQnr++R/+ffBB9sX729+kpUuzfz7TJ9etkx5+2OnTTzN9ovri/f3vAcP336++PIolZfftt9Jzz0kPPSS9/77cxx9XXrV335Xmz/dx3MsvB6A3pYNWltsbb4T03367sliZ31u1SuINHRZKCgEjxgJu7rVrA7HUqiX9+MfSX/4iTZ/u1KWLdNll2VfswAOddt1V+u9/s08jkycXLQqvlNqUsmaSTyZxHn44vPdx/PhMYpdwHEjxxBOlu+6SXnlFuuQSuSOPrByQ006TtthC+sc/pMcekzbfXLr00sqfyfbukiUh/WHDsk3he8+55s2lFi0kBltl4amnpH/9q7IYdq+AEDBiLKDGSlfUd96RIMbmzcNrmXhp+RdfSLfdli52ZtcWL5bmzs0s7qbEQtbcfrv04YebkkrVPPvSS0aMmSDpIvG8+mqI/t130sUXV/4o5vj990u8OBgy3XLL6iNGLFFIuIqI0b/Lkfc5VhbeeUdujz3sZciVYVRg94wYC6zBUoubSow33BBifPVVUHKvuEI65hjpuuukLl2cuneXPv88xHngAemUU6Tf/Ebq10/q31/CjXrqqdKAASHOn/4Unr/ySqlXL+nnP5defz3c++QTafToYJ1OmbL+fYnIwAkTpEGDJMpHWc49Vzr++PBexc6dIUTnjQ7KNnu29Nln0uDB0kknSVOmSO3aOY0ZIyF3IVDSGzHC6eyznU4/PZQ5lEL697+lc84Jhswzzzgdeqh0zz0h3xEjpHHjpF/9SnrzzfAEsvOss6ij82liBCWJEdcucnXiROeVjJgPZbn++oDHH/7gdNxxUseO0sKF0hlnSK1bh7oQHy6gzKNGScceK0XP4YwZToMHO51/vgS21I16jx/vPOYxXswz7z6XLQsW2e67S3ffHSrw0UehmN9+K0elzz1Xrm9fCTfkZ5/JDR0aQFu7tnJixEUxdmyIu2ABHTa8jPObb+QuvFDuvPNCR6WTEj75RO7ss31jOToFcwtJYqRjjBkjd9FFPm54SBLlpOPS+W65RY4O2bOn3MKFclw76KBgDeOWpUPSiZyT4mDCSn7iCbmRI+VeeEFq29Zrp45Bg0Z54YUh7bfekhg4pIlCAcHy/frrA06dOklffx3ujR0rR6esiTmMciDsS0UIGDFWhEyBXI/E2Lgx8iG4UZNFv/nmYAlNnCjNnOm8dTl9uoTCX6+edM01wcNVVhasN55lnCP3CFiPWKQQJ3Kudu1ANMiJE04IBAKRNGwYpnaWL5e2395PPXlDAlIgLvILD9rw4c6TGGRI2uR79dUhrz59pDp1nJ56ynliQvHHmrzjjvAsUz0zZkhbb+3EVFUyQMIYIiNHkof06KNBnu27b3h5O3KzTRsvE/WLX0gXXeT0zDPhmUWLvk+MzDOiLHzzTTKH8P3BB0OZkdGvvRa+Q8RgsNdeUvv2IV6HDgEz0qJckeRpJ+Q0XDJ1qvTII9J220nwzb33Oq1Z88M88+oK2gFER2PSePvvHwpPISdPlrbZxvvgHa5SOhHuRUiSuBDchixGSIW45AF50eCQ7c47hwZBw2rWTPryy6CpDRkivfhi6Jg0epIYIU7KQdzUAAGTz333SdOm+e8Qk4MM69QJHZtnfvKToPHwnbdmM2eBa5W3ZzN3SueG0BgkNDa/yZPff/1rUB7Ih47D85ttJtEpr71WnszffVeuUSM5SBNNde+9g7KRWl77XaMIGDHWKNxVn1kkxmbNnJ/y+fWvv58HxMgYffxxiWkQvuNmjR4x7iM3kHMIbELbtq6cGInHM1ddFeQAZAr5YAVutVVQqO+8U4IIMCAuuEDadttAsijahx8e5iohRmQCJBTD4sVhjjES48knh2eRH3jnkCesoUBRhyQh8zgXSF2S4cwzQx1YjERgYQ8y7OCDw2/kKek98UQgKhQCZDxEnrQYIVgIFNJOFyIxYpEi80lz4MAQs3Vr52U2v5jvZW3KVVc5X3asQsLPfhZwQAnA4kbZgDjr13e69dZQ7hAzT/8D7Hffyc2cKe23XwBgp52CBoM7oUmTUHBMa8DBgqqIGNF0sLLiH4t4IjFGXz55YYpDhoTLLw8dkvsQGPEhIxoeTSYSI66Qjh3l0DzShUiMaDcMDjr5LbcE8oLcKbMklyRGLuCSoV506P8Hh3uB56PlnCRGSJd7dBy0JwZBt27xUTmImfsMgt/9TjrgAOm998rv25fcIGDEmBvcqyzXSIxxjvHJJ0PSCHbkRLQYU4kR+YayjdWHPMDSieMxE2KEvJAPuBAhGP6QT6QJYaJ4x+uUCDmCtRndmVzLlBiZNz3kEFybGBLBlZq6MAhiJF+UeAJkt8suwfXL70iMECuyCQJMhuhKZR3JLrs4L5/wzKWGDREjcpSA3AZH3KzUOxIj3jU8d2DXt6/zrtRZs6RGjSB/VyNzu6l12qjfABgbEQsQq66sTA5rrW1buaZNQ3KRGOfMqZAYHVoJC3PiH8QSiRFfNGHdOrEAxmFlESIxUg60JVwSyRCJETflnnsGCwxCSg2pxEiDJImR+YQ0xOi++koOEx9lIM5J4KJIEiOryfiNxfh/a/R7xMigiQEttVYtOTSp5ICJ9+0zJwgYMeYE9qrLNBIjFmMMyAHm8wjRYmQxYLQYuQaJ4Q6cN485Q+ctrPg8An233UKcaDFOmrTeYoTkIFYMhgYNgiUHIS1b5nTPPcEKHDnS+Skf8iVuZcRI2oRoMWJJRYsRgmX+sX9/5+cBqW+6kEqMMb2WLYO8QRbtsw+yzImFhrh7ly51fg4UoyES4yWXBO8aMnfs2PWYxjwjMTI/SLmCchDiYTGSB4FVvcyTwhekhVEEDngbIfXjjnOe7J99FqvV+Xnb+vU3bdFULGO1fk6fLhdZnoww6XER0DDRXcBcIuQAeaDVRIvx66/lIDxM5IoW7ERixOUaAxYZligA0mkhXzQztLm6dcPcHdYmRBSJEbconRutJNWNQrqRGCkP5A054dsmXSxGLM5IjK1axZLIQWSQPtoV9SWQFkRIR2LlLZPk/Ga+MJIk2k+0GOkMMeAGBg80Mlw3aLasnrOQUwSMGHMK/6ZlztoCxinuObxYuBz5Y1EIRIAcwcriPmP+ppvCd8Yq5IPii1J94IHyC1ZYoIN8O/JIp8MOk15+2XmFl+cZ+8gPZBHWFsKdrWwo8sgp5BX5sZiERTw77ogb03kPF+sLIC6e/fOf19eZFamkjdFBefr1c971SbpM23APTxjWF+SCfKKsRxzhNH/+etLCrUt9cedCxDEgK3v0CFM+WGlLloRn2PeJd475Pub+sKzxDJIfi3hwkbJICSuVecgYUCaQicS74grmKJ3/jsGDHMdD1rVrUCCYk23VyvkFNlw/+uggc3GhMmXWsyf1cl6Z6N07tFuPHs6TbcwvHz8dmkHfvnJ0iJtvFm7EcnflF1/IUXE6A5XGCkJ74BqgPfusHCuzWNyClZVqkrMoBv87cXExxkAagMQqqi5d5KKbFW2GtJh/pIORHmTINfzbDBC2luBPT7pUySd2MCa748DABYqJT0fFYsTPzQIg6oKGBrkNHy63apUcE8sMEhbfEI+5Vjo+xIiW2KyZHIMSnKgPHYcFRZSNCW/qRGClLoMUlwFaHOWxkHMEjBhz3gS5KQDEhrBmpSmWGmMc5RtZsjEBski3SCXV1bkxaabGxXPXrp0EqVBWLFVIMNMAcaYLkHhNB7xlKBD8EfhNSIdhuJNn/2PBKVZFwKIJ0TGqOpBuuoDfPN8COG0MBnSA2BnyrS4lWB4jxhJsdKqMogvBsJAOD87KlU69e7uNGss1BR2WLN44lGzKyiKf3/62pnK3fAwBQ6DUEDBiLLUWT9SX6Q321bFNgKmNfFS8KS6WHXNxrGOgvJC6BUPAEDAEqgsBI8bqQtbSNQQMAUPAEChIBIwYC7LZrNCGgCFgCBgC1YWAEWN1IWvpGgKGgCFgCBQkAkaMBdlsVmhDwBAwBAyB6kLAiLG6kLV0DQFDwBAwBAoSASPGgmw2K7QhYAgYAoZAdSFgxFhdyFq6hoAhYAgYAgWJgBFjQTabFdoQMAQMAUOguhD4H2VqTd0MYwDxAAAAAElFTkSuQmCC)
Figure 1 Schematic image of the relationship between SRM and engineering rock mass
![](data:image/png;base64,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)
Figure 2 Calculation flow chart of the shear strength of the SRM based on the equivalent mechanical strength model