{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Istruzione (o enunciato) `if`" ] }, { "attachments": { "image.png": { "image/png": "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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "\n", "L'*istruzione `if`* è un caso particolare di *istruzione composta*, ovvero una istruzione che contiene al suo interno altre istruzioni.\n", "\n", "![image.png](attachment:image.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Le parole `if` ed `else` si chiamano *parole chiave*. Non possono essere usate per i nomi di variabile (né per nomi di funzione, metodo, o altro). L'elenco di parole chiave di Python è abbastanza limitato, lo trovate su https://docs.python.org/3/reference/lexical_analysis.html#keywords" ] }, { "attachments": { "image.png": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABEEAAAGuCAYAAAB/SxgkAAAABHNCSVQICAgIfAhkiAAAABl0RVh0U29mdHdhcmUAZ25vbWUtc2NyZWVuc2hvdO8Dvz4AAAAudEVYdENyZWF0aW9uIFRpbWUARnJpIDEzIE9jdCAyMDIzIDEyOjI1OjI4IFBNIENFU1S0JQLPAAAgAElEQVR4nOydd3xV5f3H3zcJGSQkgTACIYEAsrXgDUsRVIriRAUcWHHUWetoa+vCuke1qK22jrqt2urPgqOo4LaIYliyQmRkkBBCQhKy1/38/ni4Nwm59+YGEsJ43ud1X0nuec5zvufck3PP83m+wyFJWCwWi8VisVgsFovFYrEc5gR1tAEWi8VisVgsFovFYrFYLAcCK4JYLBaLxWKxWCwWi8ViOSII6WgDLJYjhRJKqKCCSioppZQ66tjNbnLJpZ56Iojwus0KVnAMxxDkRbN04WIpSxnIQMIIA/D07d5+JzvZyEaGMpQ66iijDIAKKqimmiKKyCWXXvRiN7ub7UOI3eymM52JIIIudCGccCKIIJpoYokliyyG7VniiKMnPelOd3rQg0QSiSSyLU+l5RAhiyx2s5ud7OQHfsCFixBC+J7vGcYwyinHhYvxjGcXuxjNaLrSle50J464jjb/sMB9zymhhHTSceAgiCCKKQZgN7upp55SSlnKUkYxCoCyPUsppaxkJf3pTzjhnm2qqSaNNPrRj2CCqaYagHrq2cIWetObWGLpQheCCCKWWDLJZDSj6U9/Yoghjjh60IMQQuhPf7rT3bMPi8VisVgslvbCYXOCWCytp4ACtrGNbLLZxjZ2sIOP+IjudKeOOgoppIQSdrObCio8wsPBQDTRBBOMAwexxFJJJWWUMZCBRBFFGGE4cHja11PPRjaSSCIOHNRSy252U0MNJZR4BlP+CCGEGGIYznB60Ys+9KE3vT0/e9ObOOLoTe/2PHRLG1FJJYUUspa1VFDBTnayne18xmcUU0w11WSSSQ01+7wP92C9M53pQQ9qqKGAAnrQA4Cd7KQHPQgmmEIKSSCBbnRjO9uJJ54hDMGFi2KK+Tk/J5FEIoigN71JJJGudG2r09GulFHGLnZRQAF55PE5n9OHPlRQQRZZfMu3JJNMFVUUU0w55eSQQwUVHjG0rQkhhEgiKaOMCCLoRCc605kwwnDhYjvbiSXW8/m7hZZA6EIXEkigN70poojRjOZn/IwEEuhDH/rRj170IsTO4VgsFovFYtlHrAhisXhhO9vZzGa2sIUMMvgv/6WGGs/groIKn9tGEUUsscQQQzTRRBJJFlkMZCD96EcXuhBGmEdw2MlOwgijL33pQpcmfblwsZnNDGIQDhx0oUuzh/8MMhjOcI8nSBBBxBADQCihRBJJPfV0p3sbn6UG8sijkkoKKKCQQgooYCc7ySGHfPL5iq+o3bMUUOCznxBC6N5o6UUvetDD41USRxxBBJFAAkkkEUecVw8aS+BUUEEhhRTtWb7ma88Adyc7KaCAXexiC1vIIQcwIogvQghhEINIIokCCpjABJJJpo46+tCHRBIpppg+9KGYYnawg2CC+ZzPSSCBdawjjzy60IUVrKAb3YgkkiqqyCST/vRHiEwy6Uc/yihjBzuIJtoj0AUy4HYP3EMJZShDiSEGFy42sYmxjKUznQHIJ58KKhjNaMCIgllkUUUVR3EUpZQ26XcVq+hL3yb/bxvZSAQRJJHUpG0ddZ7tiyiinnpKKPEIH6WUejwsWiKGGKKIIpJI6qijllqcOAkjjBhi6EIXcsghmWT60Y9IIgkjzHOPACO49KUvDhzEEOO5T9VRRxhhRBMdkC3eqKKKXHKppZZiij3X20528gmf0I1u1FDjEdS2sc2neOzAQRRRjGAEiSQygAHE71l67lliiCGeeDrRaZ9ttlgsFovFcnhiRRDLEYdbWCiiiG1sYytbySCDTWzif/yPWmq9DjyCCWYQg+hLX5L2LIkk0oc+JJBANNH0oQ+hhHbAUR061FBDPvlkk00eeeSQw3KWs4EN9KIXBXuWPPK8hufsTRhhhBBCKKEMYABRRHnCdtwDwkwyOZ7jPeJUZzoTSWSTgSNAPPGevjoqhKeGGoooopZaqqiiZM/iwsVKVpJAAkEEec5NFVUeUWIVq+hHP8IIo5pqhCikkFRS6U1vzyC7hBJ2sIPd7MaFq0WbIvYsddQxnvEeQSqHHFJI4WiOpje9SSCBXvRq1/MTKMUUs5vdbGUr1VSzne18zddUUokDB3nksZ71VFHlOZ/t5TkRCI1DzCKJJJpo4oijG92I27P0pKfHO8IdMhRJZLsKnB1JPvkUUsgOdpBNNjl7lkUsopZaKqggn3yE78eYznT23Au60pVyyqmmmlGMIoQQwgknlFAiiCCffFy4SCEFwOMtFEIIJZQQRhhJJHlCdqKIohOdCCKIKKKII45ggj0i9IGmiirKKaeEEsopp5JKjzdiFlkUUEAf+lBGGbXUUkklVVQBsJa1zbzx3McfQQRppDGGMfSiF7HE0otexBNvQx0tFovFckhiRRDLIU899RRTTDbZCHnyYOSTzzKWUUQRnehEHnlkkMEOdnidKQ4llGCCGc5wUkhhwJ6lP/1JIome9OyAozuycc8Muz1LCijgW76ljjpCCKGQQnaxizWsoYoqutDFk3sl0Bl0f0QSSRBBVFNNPPGEEtrEywZgK1sZylCiifZ44wDUUssa1jCEIUQSSTnl1FCDCxd11PEjP3rCGmqppZzygEKL9vd4ookmhhiCCaaIIiYzmTji6EpX4oijgAKcOEkm2TPQPpLyNDQWlcCEcpRS6vEMAePB4cJFKKGEEdZkXTXVTa4DMNdx8J5lb7x5d1kCp4oqMsggl1zy9yyb2MQSlpBMsufzK9+zuL1RAg3P2VfcQmo55cQQQy96EUYYwQR7PGoyyPCEB3o7rvWsZzjDCSfcc09zeyRWUkk66UQSiQtXk1xQB5KoPUsIIZzCKfTbs/SlL/3oRxJJdmLAYrFYLAcdVgSxHDS4hYxccskii4/4iL709TzA5pPPSlYSRxwOHJ7ZLvdMVkv0pCd96UsCCRRQwBjG4MRJf/ozgAH0oY/X5KOWQxMXLkoooY46cskliCAqqKCUUnazm3LKqaCCIoooo4xv+IZ44oklllJKPW777oSS/ehHNdXUUguYpLM11FBOOUEEBTQAiSCCcMJx4aKCCnrQg250I5xwYokliigqqKCAAsYxjmii6bJnCSecNNIYxSgiiPDMQkODF8EOdtCd7gQTTCyxOHDQmc4EEeSZpbZYLA24vaxKKKGKKsoow4GjiZBaSimZZOLA4Qm/q6WWMsqoo47v+M7jWeb2rnDfQ1aykq509XirNBYriihqla3u/2m354o7F05f+npCl9zebZ3pTBRRRBNNKKEe4WcIQwghhC50wYGDaKI9nlDu/C4uXFRS6cnpUkQR6aQTSyzllFNIITvZSd6eZQ1r2MUur8JSEEEEE8xoRjOCEfSnP/3oRyKJngkGKwJaLBaL5UBjRRDLAaeOOtawhlRSWcUqvuRL0klvcRAZSSS11NKd7vSmNxFEeGa2O9OZLWxhAhPoTW960INe9CKSSHrSk0QS7WyUxWKxWCztxE52kkkm29hGJplkk81a1rKUpbhwec3xEkKIJ8SmjjrO4AySSKL/niWJpEMmibHFYrFYDh2sCGJpdzLI4Hu+J5VUXuVVT3lFN+6qAtOYRjLJJOxZaqghhRRiiKEb3TrwCCwWi8VisewPBRSQQQbb2EZGoyWbbNJJ95kIN4IIgghiBCMYyUhPTi63F0wCCR2Wh8VisVgshyZWBLG0KZVUkkoqL/MyG9nIFraQR55nfTDBDGQgM5jBGMYwilEkk9yBFlssFovFYuloqqjylJ3PJJMMMti6Z/mBHxDymeupE50YzGBPqE0SSfSjH93pTiKJDGawDbuxWCwWiwcrglj2iwIKWMISvuZrlrCEFazw5Exw4OAYjmECExjHOFJIYRjDbF4Ci8VisVgsrWYnOz1CSRZZ5JLLIhZRQw0VVJBNtieXSWOCCaYPfTwJz5NJJoYYEkjgBE6wic8tFovlCMOKIJZWkUcen/EZ85nPIhZRRpkn4Vs3unkEj2M5ljGMsQ8WFovFYrFYDghC5JFH1p5lMYvZxS5qqfV4l5RQ0my7KKIYzGAGMYjBDOYojiKCCE7hFBtqY7FYLIchVgSx+KWEEp7kSXLIYQlL2MAGj+jRiU6cwRlMZSqTmMRwhtvqKhaLxWKxWA5aCikkgwy+5mu2spUqqtjEJtJJJ4ecZu0TSWQYwxjOcIYxjJGMZBjDbMJWi8ViOYSxIoilCS5cLGc5H/MxH/ERP/CDp2pLL3pxMifzc37OiZzIAAZ0sLUWi8VisVgsbUM55fzET6xmNe/xHmGEsZGNpJFGJZVN2kYQwUQmMpKRDN+zjGCE9RyxWCyWQwArglgooYRFLOI+7iObbI+raBRRTGEKwxjGeZzHGMZ0sKUWi8VisVgsB5Z66tnKVtazng1sYAELyCabQgqpoqpJ2wQSCCKIcYzjJE5iKEMZznDiie8g6y0Wi8WyN1YEOULJJ58Fe5bP+MyTSKwXvZjDHKYxjYlMJJTQDrbUYrFYLBaL5eCjnno2s5l1rCONNNaznnWsYxWrPKHDbrrSlcEMZgQjqKaa0ziN0YxmIAMJI6yDjsBisViOTKwIcgSxne08xVO8zMvkk48LF53oxAmcwAxmcAZn0I9+HW2mxWKxWCwWyyGLEJlkeoSRjWxkAxtYz3oKKWzSNogg+tGPoziKQQxiIANJJpkBDKA//W14jcVisbQDVgQ5zMknn3d5l7d5m6/5GhcuHDiYxjQu5ELO4iyb3MtisVgsFovlAFBAAQtZSDXVbGYzP/ET6aSziU3NQmvAiCSDGUwyyfSlLwkk0Je+9KEPSSSRSCLRRHfAkVgsFsuhixVBDkMKKOAJnmA5y/mUT6mnnnDCOY3TOJ/zOYuziCSyo820WCwWi8VisWAS0+eQwxa2sJWtZJDBD/zAcpYTSSQ55FBNtddtgwiiD30YxCD60pde9CJpz9J3z2JzklgsFksDVgQ5TKillsUs5jVeYz7zqaGGEEI4lVM5n/M5h3PsTIHFYrFYLBbLIcoOdpBLLtsaLZlk8imfEkEEhRRSSqnXbcMII4EEyiknhRTGMIZkkulPf5JJ9iR0tVgsliMBK4Ic4qxhDS/zMm/wBvnkA3AcxzGKUdzN3fSkZwdbaLFYLBaLxWI5EFRQQRZZ5JDjEUncgslWtpJOOi5czbZz4KAf/UghhSF7lqEMZQhD7CSaxWI57LAiyCFIKaW8xVvcwR2eBFsDGMClXMpsZjOIQR1socVisVgsFovlYKSIIjLIYOueZSMb+YiPcOBgG9uaVbYJI4zBDGYqUzmGYxjFKEYwghBCOugILBaLZf+wIsghRCqpPM/zvMVblFFGJzrhxMmf+BMncAIOHB1tosVisVgsFovlEKWCCtIbLetZz0IWUkklNdR42oUTzghGMIpRuHBxCZcwgQmEE96B1lssFktgWBHkIKeccm7ndj7hE9JJB+BYjuVqruZCLrSl0ywWi8VisVgs7Uo99WxiE6v2LCtYwWpWs4Mdnjad6MRIRjJmz5JCCiMYQSc6daDlFovF0hwrghykpJHGMzzDa7xGMcWEEMJlXMY1XEMKKR1tnsVisVgsFovlCCePPP7NvymmmOUs53u+9+SoAyOMxBDDL/gFx+1ZEkjoQIstFovFiiAHFXXUMZ/5PMuzfMEXCDGc4VzO5VzCJfSiV0ebaLFYLBaLxWKx+CSTTFJJZTnLWcACNrGJWmo965NIYjzjGcc4EklkGtPoQpcOtNhisRxpWBHkIKCccl7iJe7mboooohOdmM50rud6JjPZ5vqwWA5l6uqguBiysszvpaVQUgK7d5tXZaVZV1QESUlNt5UgLQ2OPhpiYswrNtb87NoVEhKgd28IsmUNLRaLxXJw4sLFRjaylKUsYQlLWUoaaZ4ErEEEcTRHk7JnOZZj+Rk/I4ywDrbcYrEcrlgRpAPJIouneIoXeIFiiokhhnGM42Vepg99Oto8i8XijfJy2LYN8vMhL8/8zMiAr76Cfv2MyFFQAIWF5lVa2r72OBxGDBk3Do491vwcPx4iI9t3vxaLxWKx7CMllLCMZfydv1NNNatZTS65nvVhhDGIQcQSyw3cwAQmkESSnx4tFoslcKwIcoARYjGLuZZrySQTFy6GMISbuIlLuZTOdO5oEy2WI5eCAsjJMZ4ZWVmQmQm5ueb35cuNZ0Zlpf8+IiOhWzeIizM/u3UzXhtZWTBkCBx1FHTpYrw5IiKge3eoqID6eujZE8IbZdYvLzf2xMVBdTWUlRmPkeJiY2tWFnz8sRFCsrMbtgsONh4jv/kNnH228SSxWCwWi+UgJocclrOcVFL5gR/4ki+posqzPpFEJjOZSUziBE5gKEM70FqLxXIoY0WQA8R2tvMar/E8z7OFLQAMYxiP8RincRpBWHd2i6VNKS2FmhoTerJ5swlFqa42AkJhIWzfbjw5srLM71u3GiHCG126gMtlBIyRI6FXL+N90bMnxMdDjx6mTZ8+ENZB7rvl5bByJSxZAm+9BWvXNhzP8OEwezaccw6MGNEx9lksFovF0gqEWM1qVrCCJSzhW74ljTTP+k504iROYiYzOZmTGcjADrTWYrEcSlgRpB2ppZb/8B9u4za2sY066uhJT+Ywh2u4hkEM6mgTLZaDm+Ji442RlWU8MrZvbwhDKSoyQsfu3WawX1YGtbVG9HC5At9HbKwRNBwOI2Sccgr07WtCW/r1g8RE47FxqFFTY0J03n0X3n7bnC+AM8+E666DadNsLhGLxWKxHFLsYAff8A0LWcg7vEM55Z7cIskkcyqnMo1pTGEKUUR1sLUWi+VgxYogbYwQ3/ANb/Imb/M2RZiBx7Ecy23cxtmcbRM9WSxuioqMB0ZGhvnpfrmFD3/5NGJjTZhJaChERUGnTuZnaKgJSXH/jI42ISVJSTBsWEOoSvfuRuzofASEoNXWwlNPwT//CatXG5FowAAjiNxxh/FssVgsFovlEGMnO/mCL1jMYj7lUzLIAExOkZM4iaEM5SZuoj/9O9ROi8VycGFFkDZiDWt4ndf5C3+hhhoARjCCS/YsNtGp5YikstIkEW0scmRkwJYtsGkT7NrVfJvQUCNOJCUZT4z+/c3v8fHm/Z49TfhJcPABPpjDhIwMeO458yoqMjlIrrwSbroJBlnvNIvFYrEcumxkIwtZyH/5L1/zNbXU4sDBJCZxwZ6lG9062kyLxdLBWBFkP8giiwd4gO/4jjWsASCKKE7hFP7IH/kZP+tgCy2WFnC5TPjI3lRXm2Sd3trW1Jj8EyUl5md5eUOizp07TajK9u3mVVjofb/x8TBwoBl0Jyc3ffXpY8M0DgRVVXDbbbB4Maxfb875+PHwi1/Atdea8CCLxWKxWA5RSijhT/yJtaxlMYupoopOdOJ0TmcGM5jFLMIJb7kjyyFDGWW8z/u8zduMYxxjGcsUpnS0WZaDECuC7ANLWMJTPMX/8X/UU08UUcxmNhdzMROZaJOcWg48lZUNOTMKChoEiV27zKuwsOFncbFpX1xsqp20NZ07GyHD7bmRkGC8OQYMMD+Tkw/NHBuHM599ZsJl3nvP/D18uMkbMmeOCSey7D/nn29Ev4ce6mhLLBaL5YijhBLmM5/XeZ0v+RIXLrrQhVu4hWu5lp707GgTLftBLrk8xEO8xEtU0rSK30AGsolNHWSZ5WDFiiCt4Bme4WmeZj3rceBgIhM5kRO5nduJwA7qLG1AcbFJ8Ol+FRebvBhFRSYh6M6dRsgoKGj4uWOH/9wZYGb54+LMq3F51vDwhnwae+POsdEYd9vYWCN2uHNuREebHBu9epn3LIcm330Hr70Gb75pPH06d4af/QyefRaOOaajrTu0CQ01FYp27TL/P4HyzjvGQycxsf1ss1gsliOILLK4iZv4ju/II49wwpnDHG7hFo7iqI42z9JKFrCAGczAhYuBDOQqrmIIQyillMu4DIB6fFT/sxyxWBEkAFayklu4hc/5HAcOLuESbuVWhjP8wBhQXw/Ll8PSpbBqFaSnm1n/kpKGihjBwWbm/bLL4IEHDoxdRxJ1dQ3eFO6X+/yXlJjQEXf51epqEyJSV9cgTlRVGe8LybRx4/bGcG8fKKGhRnRwJ/js08fkyujb1/ztfrmFj9YMuiyW8nKTRPWee0x4E5iB+LXXGo8G68nTei691AhMn38OJ50U2DaFheb/eMAAU+b5UCc7G376yfx+3HFGhLVYLJYOoo463uVdHudxlrGMYIIZzGBe4iXGM76jzbMEwH3cx93cTWc6cwu3cA/34MBBPfWcxEl8wzecxVm8z/sdbarlIMOKIH4ooIA7uIMXeREXLmYzm1u4hdGMPjAGfPstvPqqKXHZOLdCjx7Qu7cZ3IaGmln46mqTgDIlxSQ8tARGfb0RlLKyGsqwZmc35LRwl2P1ljcjENzeFmAqmQCEhTVUJHF7W4SEGA+Nzp3N31FRpr37d7eo0aOHeXXpsv/HbrEEwuefm8H7228bIS80FE48ER5+GI49tqOtO3RYsADOPRdeeAF++cvAttm82YTQREQ0z9FzMPLjj0ZAmzCh6fvz58Pllze9jw4eDBs3ts1+CwpMqezERO9ebYFQWGhClbKzzTUvmeM44wwTGmaxWA5rvuIrfstvWcEKggjiPM7jXu49cBOellYzl7k8yIMMZSiLWUxf+gKQSirncR7ZZDOTmbzN2zgILM/ZVVzFOMZxJVe2p+kdigsXj/IoF3ABySR3tDkdhhVBfPAkT/J7fk8ddUxiEk/y5IERP2pr4Y034IknzAMlwMiRcNZZMGkSOJ1mELw/VFTAypWm/40bTcWOnTvNg2T9Hnex6Ojm1TdiY70nS2wcThEe3nyW2L0+Jsb00auXefXta7xXwtq5ZHBenqlG0vjlrlKSm2s8NrwRF2fs7NmzqWdFt27mFRVljic62hyDW8QIC2sQPCyWw4Vdu4woe9ddZqALMGaMGSBedJGd1W+J77833jSnngoffxzYNm5PkN69zb3KHzU1cP/9cNppMHasEVYb43KZ9TfcYO5fbcXmzUbYeeopc1106WIECTcffggzZhj7Bg8232GZmXDBBXDjjfu2z6Iicy3+7W8NSZnBlHz+4IPW9bV+PVx8MaSlGY89MCF9QUENnnz33w9z5+6brRaL5ZBiCUt4iIdYyEKCCeZSLuU+7iOBhI42zdKIh3iIucxlKEP5lm+JpcHj+XiO51u+ZRCDWMc6QgkNqM9f8kte4iWGMIQ00trL9A7lJ35iPOPZxS6mMpVFLOpokzoMK4LsRSGFXMVVzGc+YYRxL/fyB/4QsIK4z5SVGQ+OJ580Hh1dusAll5jSlaP3Q3xxucxD3pIl5iE8NRU2bGg68A8JMcKKPxf38nLzELs33qqItAaHwzzgJyQYQaRfv4ZkmklJ5mHd7RERE9P0uEpKzMz0rl3mITgnxwgemZkNQsfWrabN3nTtavp3l2FNTGx4JSSY8JL2FmcslkOVpUvhH/+Af/3L/H+FhJjB9d13N/0/PRS45hozOL/55vYtu1xRYe5jJ58Mn34a2DY7dpj7YvfuRqj2x1NPNYgKwcHmPjZ+vLlvb99uxNwPPoAhQ4wQsWkTTJ1qcr7MmtXQT2kpHHWUCX265x7v+8rIMLlK3nkHfvjBvBcSYkSI2283IgyY+/BRR5n79XffwbhxgR333rhzJS1bZrySPv64IXxw6FCTryYuDs4+G6ZNa13fEyYY27p2Nd+5c+c2TDSsWmXCdiorjdgzYMC+2W+xWA45lrKU27mdr/iKYII5l3N5mZeJIqrljS3tSh559KUvwQSzhS3NBKoCCviGbziXc1vV73jGs4xlZJJJIgdvHq6VrORUTmU0o/kP/yGSwHLx/Y2/cTu3U0YZTpx8wAfEE9/O1hq+53uu4zre472D5txaEaQRX/AFv+AX5JLLDGbwDM/Qg/30umiJXbvMw+tf/2p+j483g4lf/Wrf8jhkZpoHxWXLzMPpihVNk2YmJJiQmZQU48o+bJgZ+O89a7gv1Nc3nQGEBpGkrs6IFrt2mYf57duNaJGTY8JQtm0zoSe+vDJaS2ioETcal14dMKDhZT01LJb9p6gIHnnE3MMqK81g/d574eqr2+aeciAICjKhD926mbwd551nBsbtIYgkJpr9rF4dWPuNG80gPzjYiBneSkeXl8PTT5tz/ve/m/vsa6+Z+25LCZPdNB7gL14Mp5xiPDX+9S/zXl2d+U557z2TJNd9n4+OhunTTdtTTmkeinLHHSZs6o474MEHA7OlMWVl8MknxtOotta8FxQEkyfD7Nlwzjnmmtubiy4ydl14Ycv7yMyERYvMhIM3T8dnnzXeTk8+CTfd1PpjONz45BN45RUjoF1xRUdbY7G0O+/xHhdzMeWUE088d3EXV3M1IRwi33GHIVdyJS/uWa6g7e5DvfcsK1ixT9tvYQuf8zkLWEAnOuHEyShGMZWphBHYxOogBtGTnnzLtz7bjGUsP2AmIM7kTD6gZQ/IF3mRK7mSMMJYwAKmEfiEQT313MVdvMzLlFDCHObwZ/7cKkHwfM7nHd5p889sf7AiCObDvZ/7eYAHCCOMp3may7m8fXe6fTvMmwfPP28eVJOT4dZbTWLT1nogVFSYh8Fly5rGXEdFGaFj7FjzUD9+vPFwOFipqzPnJSvLiCO5ucYdvKjIPAzv7XESFWW8V9xhKvHx5viSkozY056zuhaLpYHaWnjxRbjvPvM/3K2bubfNmNHRlrVMWpoJQXz9dTMgBiOSTp1qcp9MmmRKBnsbILeWk04yoYiNkyP74+OPTXgLwJo1JjRyb04/HT76yOQcmT696Tq3CL1rl+nr1782ni8PP2zuq8XF5rNr7KHx0ENw552wcKHp94UXmnrTBQfDlCnGU2TaNP8ehImJ5l7eUkWcnTtNRaLevWHdOiNKVFWZ393ih8Nh7L7oInOP90V6uvF2iYkx3yHu/Ev7SlaWEdSPO854VHYkVVXw5Zet93bZX1wuI37Mm2YD25YAACAASURBVGfKaYO5Tm6//cDaYbF0EHXU8TzPcz/3k0cegxjEozzaak8Dy/6zne30pz8jGclylrdZvxlkkEwyV3M1z9G63IollDCZyazG+wRHDDFcwiU8xVMt9hVHHHXUUYLvXISnczqrWMV2tvNzfs5iFvvt82Ee5k7upAc9+A//4XiOb9GOxjhxeoShcMKpooqjOZoP+IB+9Auoj6lM5VM+ZSUrGcWoVu0f4Ad+4DVe40u+ZBrTuImbPDlg9hkd4aQrXcfpOCE0SqO0QRvad4fbtkk33CBFREggjRghvfqqVFu7733u3i0NGmT6czikRx6R1qyR6urazm6LxWJpid27pV/9quFedOed+3dvO5C4XNLSpdLtt0ujRxv7jY+IFBMj9e8vPfGEtH79vu/jl780/e3cGVj73/ymwYann/beZuBAs37TJv99ffSRafeb3/hvN3GiabdihXTTTebYTz1Vuusu6bPPWvd5/vznpq8TT5Ty8323O/30huN0v6Kjzft/+Ys0ebLUqVNg+/71rxv6ePbZwG31RVaW6evcc/evn7o6aeNGafFiackSqaSk9X1cdJGx5Z//3D9b3Jx2mtS3r/d1dXXSt99Kc+dKiYlmv8HB0rhx0ocfts3+LZZDjFKV6h7doyhFCaG+6qv/6X8dbdYRxeN6XAi9qTfbtN/7dJ8Qulk3t2q7ClVohEYIoWQl6xW9olSlar3W6xt9o1t1q8IVLoQe0AMt9jdLs4RQoQp9tilUobKUJYRma7bf/r7Ul0IoWtHKUlarjk2SspSlIAUpUYmqVrVqVau5miuE+qu/8pQXUD/H6TjFKrbV+5ekh/SQ2GsJUYhmaZZKtA/fpXs4okWQr/W1OquzELpaV6tSle23s4IC8/AZHm4eJo49VlqwwDx4twXV1dIdd5i+p09vmz4tFotlX1i3TjrmGHM/mjJFKvT9ZX7Qkp8v/ec/0s03S8nJTQfo3boZoWTbttb1+eijZvuvvw6s/R/+YNoHBUmzZnlvM2SIaVNQ4L+v1FTT7uGH/bdzCxJtIaIXFhoBxH3ezj9feu655n1v2SLdeKP09tvSokXSypVN119xhdn+009b3ufEieZ8hYQY8WR/+eors+9HHmm+bsoU853uj7o66Xe/k3r0aHoNhYRIF1/cOlHtggsaJk/agvh4MyHj5u67paOOkkaObCoCxsdLv/+9tHlz2+zXYjnEyVWunHIqWMFC6EydqR/1Y0ebdUQwWIPlkGO/Br/euEW3CKEVWtGq7X6pXwqh03SazzbZylYf9VGQgpSqVL/9PabHhNBtus1vuy3aIoRO1+l+2/VUTyG0SIv8tvPFP/QPIfSCXmjy/g26QQhN0ZQW+3DJpUhFaqImtnr/S7VUoQpVmML0L/1LO7RDb+ktJSnJI8TkKKfV/UpHqAjikkuP6TGFKESd1Vl36I7221l5ufTgg2Y2zS1+fPBB24kfe/P88+ZB0tIiubnVeuedfN1111ZdeukGnX32Gs2YsVa/+90mffFFUUebZ7Ec2lRVNXg+REdLG9rZy669KS42osg110hhYea4rr66dX0sWGC2e/75wNofd5wZpI4dawbb5eXN25x1lumzpsZ/X+vWmXa33OK/ndMp9e4dmH2B4HJJb71ljsE9qO7TxwgDaWmB9fHII2a7P/3Jf7udO43HyKmnSscfbwby+ztwf+ABs+9FXh4ghw71f+5dLmnaNNMmNNRcO3ffLc2YIQ0f3vD+PfcE9kywcKHZJiHBf7slS0y7m1uY0YyNlcaPb/j7hBPMOUtIMJ5PF11khCfrVWqxeCVNaZqpmXLIoSAF6RJdoq3a2tFmHdYM0ABFKarN+z1JJylSkapT4Pe7KlWpu7orTnEql5fv50Ys1VIhNFzD/bZLV7occmiSJvlt94W+EEKX6lK/7QZrsBAaq7HKVKbftt5wix2b1NTb1CWXRmmUEFqjNX77WKu1QugkndSqfderXoM0SAit1uom6+pUp4t0keec5suPt6kPjjgRpFSlmqmZQmiIhrRv+Msnn5gHCTAuy2+80X7ihyVgli4t0XXXbVRKSqqcTvOaOnW1Zs9erxkz1mrs2OVyOlP1z38G5uJlsVj8cOWV5h6YnOw/JKIjqK8PfCDuprRUGjbMHNM777Ru2++/b/COaYnKSiO2TJkiPfaYbxFgzBjTriW2bzd9nHGG/3bR0VJcXMv97QtffSVdeqmUlNQgiAwf3vJnkJ1t2l5+uf92Tzxh2r3ySoMXzd/+tn82JyYar42KiubrTj7Z7GPdOu/bPvusWf+zn3n3hlqyRBowwLSZOTNwIcvh8B9S9cUXpl2XLv77a0uvEovlCGaZlmmKpgihUIVqmqYpTa38brEExFiNlUOONu83VrE6Tse1aht3aM4IjVCZylps31d9FarQFoWWKZqiUIX6DYl5Vs8Kofma77evIhVpuqZ7wkiO0lH6r/4bsNjzW/1WCP2kn5qt+1SfCqFrdI3fPr7SV/sUanSv7hVC0+U7wuFRPSqEJmuyXGrdGPuIEkG+1JeKU5wQmqEZ2q3d7bOj6moT+uJwSFFR0rx55j1Lh5KfX6Mbb/xJTmeqxo9frltv3azFi3dp166mceY7d9Zo+vQ1OvHElaqttaKVxbLfuAen8fFmcH+w8NZbxq777gus/fbtUq9eZptLL229qF1ebrY9zbfbrAf3rP/DDxuRAIznwd5ERxtvgpaorm4YkPsjOlrq16/5+19+KaWktI1Hj8tlPAzcAkDnztKLL/rfJiHBhGn4IzbWeMyUlRmRIDhYOuecfbczM9N8jw8e7H39yy8b+715X7pcxuaYGP+CRUWFNHWq6efMM/3bs3Vrg3j05JO+27lcDWJJaanvdmDC1iwWS5uwSIs0WqOFUJjCdJfuUqn8/A9aWs0czRFC6Upvsz5zlRuQV8Xe3KSbPOJCV3XV9brer/h1pa4UQlu0xW+/L+tlIfR3/d1nm8t0mRDKVnZAti7SIg3XcI+9vdRLMzRD/9F//G73Z/3ZIzJ4o6/6Kk7+J07e0TtC6DW9FpCtkvE0Ga7hCld4i8c4SZOE0L26N+D+pSNIBPmX/qUIRQihW3RLq9WigNm61czMgTRhgol1tnQ4W7ZUatq01XI6UzV37hbl5voXpZ54IltOZ6oyM6sOkIWWI513381vcl0WFdXqwQczVF5e34FWtSHugV5rQ0jamnXrpPnzTVjCxIkNuQ+uv97/dp9+2pDX4ZRT9t2rLz5eGjWq5Xbjx5t9uXNGnH+++XvVqoY2lZXG/kA8SyTj4dFSnoyEBJNouzGvvGLEhZgYKb3tHjwlSZ9/bnJ4gLR2re92Z59tRA1vHhlSg/dD4+ObONFMRFTt43187lzT53vveV+/fn2DILY3buFq5syW91Nd3ZB89LvvfLdz53UJDTXXkT/c3kqv+Xno7NSpbfKmWCyWJvxZf9YQDRFC3dVdj+txVctOhrYFH+kjITRao/e5D5dculN3aqEWSpJe1+tC6EJd2Kp+ztf5csih63SdJ8ckQn3URylK0bE6VjfrZv1Rf9RczfWEdpygEzRSI/W8vIfG7tZuhSpUPdXTp/091EMDNbB1By5pkzbpj/qjxxaERmqkz6StUzVV7iTA3jhexwuhZVrmc58v6AUh9IE+CNjOj/VxwN4jWcpSuMKVrORWje8PexGkRjW6WTcLoXjF73NimIBYvNg8ZDocxhX3UKmKcJhTXe3SWWet0ZgxqTr99MASVz32WJaczlTl5NgvLUv7s3FjhZzOVM2e3ZAk8e9/z5HTmao5cwKfeV+6dP8ShWVnVzXzjGoz6upMTiSQ/u57dqPNKCgwCUhffNHkRjjxRKlr1+ZVSEJDzQB0vg+X0owMafZs0zYqav8rc/TsaQbz/qipMfvq2rXhvR9+aO4t8NJLgQ+0JZNEddgw/23Gj28aXvPqq0akCA6WvvkmsP20lj//2RzHE0/4bnPPPabN9997Xz99uvnu/amRy+6DD5ptPvnEhGLt7ZF5/fWm2ok3T42aGiM0xMebZLHnnutdTAkLM54se/Pii74FEm+4P99LLvHd5p//bAgtA/9VWmbONG18XdeSEfXGjQvMPovF0ipqVavn9JziFS+EOqtzm1c0ORJxyaUBGrBPM/9uLtbFQuhX+pUk6RW9IoRe1+ut6me4hiteRpDerd26U3fqEl2iURqlTurkERm8LclK1lt6y2ffTjmF8JpIdb7mK5DKMC3xlt7SbM1WiEKE0GA19Xp0yaUwhSlIQYpQhOrVfFLuRt0ohJZqqc/93KbbhNBH+ihg207X6UJ48pg8pIf8prC4SlcJoe/kZyJhLw5rEWSt1upYHSuEjtfx+5w9NiCeftrEDcfEmMSnloOG9evL5XSmaubMtRo/fnlA21xxRZomTlyh+nobDmMx19CYMcv14ou5PtsUFtboq6+K96n/d97Jl9PZVKSrqXFp8uSVSklJ1ZYtLYeQvPTSdjmdqc1sLCur06xZ6/Txx95jS8vL6/Tuuzt12WUb5HSm6ve/b8cKEN99ZwbTPXtKRW2YfDgz0yQtvece6bzzTIWLxtUt3ALGuHHGQ++PfzSD6fJykxfEmy07d5oSv6GhZvsTTmg6wN5X3IlM8/zkHHrnHdPmgb1mZk45xbzvDh1x56RY6vvhowlOpwl38YfbA+XDD6VJk8zvPXu2b1nUN94w+/nDH3y3eftt0+bRR5uvW7fOCDV7V0ZbvbohjCgkxJT8bYzbazM42Bz344+b6jXXXWe8axpfPwMHevdCcVfT2bq16fsbNpj358wJ6BRIMglp+/f3vd4txs2bZ47nxBN9t3Unk33Tz6CrRw/feUPef99/yI3FYgmIClXoWl2rIAV58hvsS4JKSwP5ytdQDRVC5+k87VSAZeclPaJHhFA3ddMO7ZAkPaAHWvRm8EawgtVd3f3a+ZN+UqpStUzLPKFSm9Xyc9YyLRNCl6i5MO4Wcd5W2xTCSFOaEIpRjNf3z9N5elWvet32Dt0hhN/qSO7Qnffkw6tyL7Zqq4IUpDNlJn3SlS53WdxLdInnc2vMB/pACD0iL5XcfHDYiiDf6BuPa9INukE1aiHh2L5SX29mGcG4EB/qFRAOUzZvrtSvf52u445rufTV5s0VGjMmVb///aYW2x6KFBbW2Py8reT773fL6UzVo4/6rrHuFhEyMlqf8+LBBzPldKbq+OObXp+rV5cqJSVVv/1ty9fiDTeYfDc33dR0oL5mTZmczlT95jcN79fXm2O67LINGj/eJAI+7rgVuuuuLdq8uZ1zdrjLxI4du2/bFxaaAfndd5tBekhI08FqUJDJ4TBpkqlu8X//J23caA7aGxMmGIGkrs68XnrJlC6NiDD9JSZKt97adkmtH37Y9Pvll77bnHiiOa7MvR6Uv/zSiDvh4WbAD2YQHijuHBz+qn28917T8+l0mlwo3rj0UnO+AmXjRumFF5q/f845TcUdb3z9te98KlddZdZ98YX5e/t2IySdcELDcRx/fPNytC6X8XSJjW3uIeR+XXSRyf3h6/N3C1Z7e7HU1BhRo2/fwL1C+/UzISq+mDDBeJ5UVjYIIr68c+bPN+ufecZ3fyNHmv+XvcWde+/1nYPGYrHsE5nK1CzNEkJRitKdurNVlUgsTSlQgScZrUMOXapL9Z7e85rvsVa1+lgfezxIjtJRTfJM/E6/C1icaNwnQlM1NeBtBmiAkpQUcPsJmiCHHE3yjOQpT8EK3q9woL1xixT36/4m77+oF4XQH+R7gmKwBquTOqlCPkJVJT2sh1sUShrjFlYah8/M0zyFKlQIdVInnagTNVuz9aE+1EZt9FTfGa/xfnpuymEpgjyn59RJnRShiH12lQqIqioz6wgm9rigoP32ZdlvrrwyTVOmrPLbpr7epV/+Mk0pKalas8Z3puf09Ap9+GGB1q/3XxJrb3btqtVjj2Vp+vQ1mjhxhc4440fddddWrV3bclbptmDePJPr5N//PsiqdLQD27ZV6bnncnTllWmaNy9bTz6Zraqq5gPhnJwqnXPOGn31lW/PhJycKjmdqbr+et/5EN59d6eczlTdcEPrcyZMnbrKI0Tsze9/v0lOZ6o+/ND//WXWrLVyOlP1wgtNPUEKCmo8uXC++aZYl122QVOmrPJURjrppFV65518lZYeoIcxl6uhtOjeng7eqKw0s9mnnGKSejYeoIaEmAHshReaGfxly7yXkfWFe7Y+NNSICW7hwy3SvPFGyxU7WstXX/nPM+Fef/753tf/7ncNNoaHt67izogRZrtsP0nGXK6G83DOOb4H/+5Eq7NmBbZvl0saPdoM8ssa3e/cYSDHHONfaKqt9Z48dPNmIww5HFJkZHMPoPBw815L38/Z2SYZ7VtvSTfe2CCctER5udnv0Uc3X/fHP5p+bryx5X5cLmNrdx+zinl5pq+zzjJ/p6UZD5ZJPsoouq8jf6FnbvuWLDF/Z2c35J6JjGz7/C8Wi0Uf6kP1Vm8hdIyOUZZ8T65YWuZ+3e85n+4lQQk6Rseoj/qoh3o0WXe0jm7mOXKWzmpRBMlQhmZqpt7Vu5KkbGU3CalpiU3a5NOzwxev6lUh5JTT8940TRPCY8f+UK96nagThdDJOrmZw8A/9U+/IojbU6S//HgwSnpMjwkRUEqKalWrkzopVrHNwm+qVa1X9apO1skKVrDXMKMgBWmmAgsRPqxEkBrVeFyE+qu/VqjlWf99pqJC+vnPzcPCBRfse+I1ywHj4ovX64wz/KuQjz5qcoH86U/eXRXz8qp1/fXpngGk05mqefMC+wLLza3W6af/KKczVWed9aOuuy5ds2atk9OZqpSUVD3+eHa7h99MmLBc5523Vjk5h+/1umpVqa67Lr1JCWT36+c/by6CLV9uvDwmTPB9v6itdWnMmOW64AIfpTD3tJkwYbnOPdd/vfS9qays15gxy3XqqSZx744dTb+ENm2q8JRxrqvzfX3ccMNPGjOmeexodXW9nM5UTZ68ssl5+NvftmnzZt/KfbuSk2MGcKGh3gfx9fXGHX/mTJNvwT2gjYszA/MnnjAhIPt73922raHv4GBT/WTWLON10J5s2uR7wO8uq57a/LP08N//mrK5Gze2br/uY1240H87d3iJw2EGymVeRNrbbzd93XNPYPv+4APT/ppGpfTWrTPXQEiI9O23LfeRlNS8mom7FG5srMk5M2SI8Zh45hmTmPzpp836998PzE5J+sUvzDbLAwuf1OTJDblHGrN0acM5bylP2OLFpt2tt3pff8MNzcNbLrvMt6D2zDNm3W9/63ufn33WIEANHNiQoHb06MCP3WKxtJoCFXgGn3GK04dqx3DDI4Q1WqN5mqfzdJ6O1bEaoAGKVrS6qqumaqrmaq5PT4QzdaYQekJNPfqylKV/6B8aqIGeQbY7ZOR/+p8Qmqu5Adl3js5pVUiIm1EaJYTmaI7Hk2iwBre6wMen+lTRitYqmefgXOV6PGniFe/Vg2aDNshX7pE61WmMxgihT/RJs/WNeVJPCqFz1LxaW5Wq9Lge94SIva23hdDFuthvn7u1Wy/qRT2tp/U7/U6TNdkT5nS9Wkh0v4fDRgSpUIUnicxojVa+2nGmu7rauOS6Kx34crO2HFTMnLlWM2Z4rz5QVVWvu+/eKqczVVddlebVY2DbtipNm7ZaKSmpuuOOLfrkk1264oo0OZ2pWras5XLL7oH5u+82VaA3barQ5Zebfu69N2PfDi5AxoxJ1e9+t29hPhs2lOv22zfr9tu36Pvv26m89H5QWVmvBx/MUEpKqsaMMSWQP/64UGlp5frLX7I1duxyzZrl/fP/1a/S9wgQvhPhXn75hhbzxNx662aNGZOqkpLAvSq++qpITqf5XJzOVK95RebNM+Lc66/7ziMxZ84GnXLKaq/rxo5drl/8Yr2uu26jfvjhIPns/va35p4EtbUmXCIqqmHwOH68SXD5wQftc6997jnp+edb50HSXrhDK6cG7l7bKlavNue7OIDcNZ98YkQHMN4bKSnGC2X2bBNG4Q492jtkxxcpKWabNWvM5/jssya0w+GQbrklsD769m1aDri01IgfAwf6vjaWL/cvLuxNUZGxa8KEwNpLDflKrryy6fvFxU3DtUaMMOFce1NX1yB+pXkpr1hba3J3BAc3Ff5ycsz/Sr9+zUNaHn/c9PePf/i2u6rK9Om2r0cPE2pm4yUtlgPCu3pXMYoRQmfr7ParXGnxy0ItlEMOIRShCPVTP8UpziN8BCtYAzVQczXXU0XlT/qTELpJN7XQu1SiEnVWZ0UootXpGdZojae6qVuwWCffE3K+cFdxyVSmbtftCle4ELpcl6tS3sOg61WvruqqIAVpq7Z63q9RjU7SSULoGl3jddvGlKjEk3z1fJ2vBVqgV/SKZmu2xw6HHNqpnZqkSQpVqLbLRxiuD9ylk9drfcuN93BYiCBFKtJETRRCx+k4v3FJ+019vYkRBjMLYwWQQ4bTT/9Rl1zS/J/jm2+KNWPG2j2hDD+pvLz5ALaqql4XXLBOY8akauHChofYbduqNGbMct18s/+EiWlp5Z6QBG9UV7v061+n7xkEt2HCyL2YMGF5s5wRgbB+fbkmTlyhMWNSPR4W99+foZqag+MLu7i4Vpdcsl5OZ6quuWZjq/NyvPeeCWX573+9Jw+VpL/+dZuczlS/IVCvvZbXYj97c9ddRnz77DMjhjzxRPNQhaqqep11lgmh8iXUTJy4Qief7D3ca8qUVbr00oMsX5HLZaqfOBxmMPv99yZppzuE4fTTAx9gHw64BYc+fQITKQ4EFRWmckuXLs3DTE44wX9J271xVyvp2dOIKmBCP1rySmnM2LFNK7H85S+mn6ee8r1NXZ0RNfwlEW2MOx/GvHlN38/NNSLBf/7jfbujjzaCx94Jb7/4wrwfEmLCwLwlxJ01y+xz2jTvfb/5plnvTSx67DHvwtn11/sWVRrjToTbGk8Zi8XSZmzRFnVVVyF0ta62eUI6iFVapemarjCFKVrRGqZhGqERekyPqUDNwykf1aNC6FN92mLfv9fvhdDftW+V8QpUoBt0g36hX6hMrQ+fr1SlEApXuCc8KEhBPpOdNuYe3eMRYOZojh7QA+qjPkKmtG6gpZ9f02uKVWyz8JVgBetoHS2E3tAbnv20hmIVK0QhSlBCq7Y75EWQXOVqpEYKmVrC7a6iuuOxp0+3JXAPMSZOXKHJk1eqrs6lHTtq9O67+br44vWeUIiXXtruc5bfPQD+xz+aVwe5/vp0jRu3XBUVvgWx557LldOZquXLS322yc+v0YQJy3Xddf5d3FevLtW8edm66qqNuv76dN17b4a++KJI1dX+r/3aWpdSUlJ1662tq/5hdL/1Gj9+uVauLNW2bVW67joj2Nx66+YO1wHr6126+uqNcjpT9fTT2/ZpEjMzs7LFcrRLlpTI6UzVI4/4Hpi7hYzbb/cudu1NdbVLkyat1EUXrVddnUtjxngP2ZGMWOd0+k6SetxxK3Teed4HpWefvUannRZYQqoDym23mfvp2Wc35HU491wjihxp9OplSp8erMm1i4ulFSuk//3Pf04RX6Slmao9bvHjzDOlHc0zvPslN9fYIJnv36go8/IWrtOY+PiWyxK7mTbN2Lhir/C4O+4w7993n/ft3N4gY8c296S4+25zbXfu3DR0JS/PXPtgShd7q1LkchkPkqgo76V86+rM+XQ4mlbwiY011epauiH++KM5N0OG+A4vq6oyAs6DD/rvy2Kx7BOlKvXMrE/XdNXKji8OdtyT794qlTTmTb0phxwapmEd+rm6PTGiFKW5mqsiBT7h+oye8WyPUJjCdLEuVqla96xWpSo9psf0R/1RF+kiLdZi1alOJSrR23pbiUoUQqvl3avZFw/pIY+I2BpCOIQpoojRjGYHO7iTO3mAB9p3h6+8AvPmwYQJ8NZbEHJIn76DilWryvj3v/PZvr2Gv/71KKKjg9t8H9XVLlwumDbtR4qK6gAIDw9i5sweXH55PL16hXrdLj+/hrfe2sHgwRFccUV8s/VjxnThu+92s2FDOcce28VrH+npFQAMGRLh074ePTrxs59FsXp1OS4XBAU1XV9T4+KBB7L46KNCJOjcOQgJKitdvP9+AQkJYdx2WxITJkR77T8vrwYJevbs5NMGb3zyyS7S0yuYM6cXo0ZFAfDUU4O4446tfPppEUlJOfzqVwmt6rMtWbCgkOXLS5kxowfXX79vdiQlhdO5cxAVFfU+24wcGYnDAamppT7bHH98NMHBDiorfffTmNdfz6O8vJ6xY7sQHOxg6NBIfvqpgupqF2FhTS+AiRNjmDKlK599VsTixUVMndq1yfraWheJiWFe91NaWk95ef1e7UV6egUjRkQGZGu7cPLJ8MgjsHUrREXBokUwfnzH2dOR5OV1tAX+iYmB0aP3ffshQyA9HerrIXgf7++9e5sXwKuvQlkZnH02RLZwDaekwIcfQk4OJLRwj3DbtvexLlgADgdceKH37WbOhKQkWLYMXn8d5sxpWHfPPTB8OFxxBUyfDmFh0LcvbN5s1p96Kvz73+Yc781998G6dXDRRdC9u3d7v/sOnE4491xYvBiys6G4GMaNMzb74+ijjV3/+Ifp45tvoGvTewvp6eZ1//1wxx3++7NYLK0miig+4iNO5ETe4z2mM53/8t+ONsvihxWsIJRQetLTZ5sP+ZDLuAwHDv7Mnwmh48aN+eSzne0MYQjBtO47+FquZTrT+YiP6EY3JjKR7nj5PmqBMMK4hVuavS/Eh3xINtmMYxzHcEzAfWaSyd3cTSKJ/JW/tsqeoJabHJyUUMIpnMIOdnAhF7a/ALJqFfzqV5CYCPPnQ4TvwayldWRlVXP11RtZvLiItWvL+etft7F9e02b7qO+XrhcEBsbQmJiOGefHcd99yXz0UfHcNttST4FEIA3jO8mXgAAIABJREFU3sinpkZcd10CQUHNHyiTk821sG1btdftXS6xYkUpPXuGEhnp/8bTq1co1dWuZoNxl0vMnbuVhQsLmTAhmjffHMZXX43mm29G8/77R3PttX0oKqrlxht/4t13d3rte8uWKgD69Qv3a0NjJHjllTw6dw7isssaBKDgYAf339+fYcM688orefzwg29hoL15++18oqNDuPHG/RNiUlKiyciooqLC5XV9dHQwTmcXsrOrqary3iYsLIhBgyJYt64ioH2mppbicMDZZ5svkylTYqmtFcuXl3lt/4c/JBIZGczdd28lN7fhequtNdd3VJT368vpjKK+XlRXG7t37qzlnHPWcumlaWzdWhWQre1CcrL5eeqpsHv3kSuAHEnsqwCyN3feaZTiF17w327BAqisNL+npbXcb3Gx+fn++w3v3XQTrF9vhIijjvK+ncMBP/4Id90FJ57YfP3555v1Rx9txI6SEhgwAP7yF1i40LsAsm6dEVDCwuDee33bPHCgmZiprzf7njPHCEP//nfLxwvw178aAWTdOujWzdh4000weTKMHQvHHAMulxFwLBZLuxBGGItYxHCGs5CFPMqjHW2SxQ+VVNKHPj7XZ5LJOZxDMMF8wAeczukH0LrmdKUrwxneagHETW96cwVXcA7n7JMA4o9ruZbXeI1OdGI+8wPerpJKpjGNWmr/n73zDo+qyvv4505L770QQgmE0It0EClSLIAK1kXEXldXZXX1xYYKrmtfV3HtgIgFXEVFBAHp0kvoIYQQ0utkZjLtvn8cJiGmAslMAufDM88lc8+953dn7syc8z2/wnu8hxe1LwTWRasUQaxYuYZr2MpWnuZpvuCL5u2wtFQMYBwO+OoriIpq3v4uMmJiDAQHV3knLF2az6RJe3n11ROUlTVuRb0hXJPWoUOD+OijzsyalciECaEEBNT/ZWC1Ovn++wISE70ZOrSWQSpVnhW5ubZa9xcV2SktdRAe3rACnJtrw8tLU0MsWbq0gFWrirn88hDeeCOJTp18Kxf4YmMN3HFHDIsWpRAX58WcORns3FlzEn34sJiYJyU1XsD7449Sjh41M2lSOIGB1e03GDS8/HJ79HoNc+ZkYLOpjT5vU2EyOThyxMzAgQENCkwN0auXH6oKe/eW19lm+PAg7HaVDRtK62zTtasvhYW2OkUxF3l5NrZtK2PQoCDat/c+bYPwtHnxxeOsXVtc45iwMD3XXReB1aoyZ04G6umX3CVuFBbWfg+6hK/jxy28+OJxJk3aS06OlZQUPxITGy+KNTn605/78rpfc4mkVmbNEoJDRET97TZvhpUrxf9//LHh8z70kNhOnAgdOwpR4K23hAfK66/Xf2xQkPDcSEiofX/79kIIycmBvDzhCfLQQzXd/lxcf73Y/vvfdYsvLsaPF94cnTtDWJiwtW3b+o9x4e0Nf/whvGvCwmDvXnHNa9fCjh0wahQsXAiLFjXufBKJ5JwIIIA1rKENbXiSJ/mETzxtUjXKKONzPmcRi5jPfFazmnTSUXH/+M/TfMZn9U7Y44nnLd5iF7s8LoC0dF7lVf7CX1jOcmKIadQx61hHO9pxgAPcwz3n9Bq3ungOFZXruI5VrOIu7uIFXmj+Tu+9Fw4fFoOKAQOav79WQlGRnf37y0lLs5CdbaWw0EZ5ubNyMuzjoyEoSEt4uIH4eC+Sknzo0MEbg6H6gE+vV5g9ux3vvHOS1NRy/vGPBJYuLWDRolxWrSpi9ux2dYaZNBaz2Vlp09nw++8llJbaue226Dq9il2Tb6PRQVqahYMHTZjNDiZPjkBRoKBATEz/fN1/pqDAxq5dxsqwCxcOh8onn5xCq1V45JE2dY6XY2O9ePPNjtxwQyr//vdJPvigc7X9Bw+a0GgUkpJ8G3fxwNdf56MocN11tbv7xcd7MX16NO+/n8UHH2S5PSzGedohozYPnbOlZ08hQOzcaaR//9rvt9hYoTKvWFHIyJHBtbbx8RH3ww8/FHDPPXWvEixdmo/TCUlJ3jzzTDonT1ZUile5udY6RbUHH4wjO9vK8uWFfPVVLlOnRmK3i89cXR4q8fHC7jvuOITJ5MDLS8Mrr3So8xrchvSok5wr993XuHbPPgvffQf798OuXQ23nzpVhGbdeKMQKcLCYPhw+PhjiKzb7blZ+PRT2LoVbr+9ce1nzBCPc0FRhAfJtGlQUCBCaqxW6NULDHV7SkokkqYlnHCWs5yudOUhHmISkwjGw7/Vp4kgggpqLvBo0XI1V9OVrsxkJgGc35i9NXALt9S7X4uW+2jk79RFThxxfMZnjW7fgx7sYQ8AYxnL27x9Tv22OhHkRm7ke75nCEN4l3ebv8MvvxQrIFdcIdxDL3LS0sz88ksRq1cXc/SouXIl2oVWq+DnJ2bpZWWOGvs1GoXERC969QqgZ08/unf3IyHBm379/MnNtdK2rTfXXBPB5MkRLF2az+uvZ3LffYd57LE2XHddAyt+9XCuIsjKlcUoCowdWz1G2uFQOXjQxO7d5ZWhCwsX5jB/fg4gXocRI4IJDdVX5h+pLzS7tNTOE0+kUVHh5Prrqw+09+83kZUlwoNWrCjippvqHoi3bevNsGFBrF5dQmmpo1pulf37TSQmejf6Ndi8uYw1a4q55JIAEhJqupgVFNhYs6aYLVtKURT4+ONs7rgjFoPh/AWJxuLvr6VtW2+2bCmtNY/G2eAK6VmwIJuBAwNJSPAiOFhHVpaVZcsKWLOmmAMHTPj5aVizpgSj0VFr+Mn48aEsWJCD1Vr3yojNpjJv3ikAPv1U3DMGg4bhw4MxmRxs3VpG+/Z1CwRPPpnAnj1GXnnlBHq9hmHDhJdSp061C1wuAc5kcjBlSgR33RVLSEgL+PqXkytJc+PlJbwc7ryz8fksJkwQ4Sqepm9f8XA3YWHiIZFIPEIXuvAKr/A4j/MET/Ae73naJACu4ipyyGEwg3HgIIIIVrOaHezgO75jCUt4i7d4iZe4j/tQcN94UHLxMJ7xjGQk05lOL3qd83lawCi48Xx5+l872vEd351zXFOjKSqChx8Wg4GPPmo4wdgFiqoKj4gFC3LYtk1MFENCdIwZE0qvXv506OBNXJwXYWF69Prqr1FpqYPcXCsZGRYOHzZz5IiZfftMfPttHt9+K3JXhIfradfOm/x8GyNGCLVbUWDy5HB69vTjb387ypw5GVRUOLn55nMLRXIlqnSt0jcGu11l06YSkpN98fHRsnVrGXv3lrNzp5Ht24018nbExhoYNSqUjh196NHDj9BQ4epfUlJ3SM+hQyZ+/rmIpUvzKC11cMMNkTVW51NTq/JLdOrU8Mp5fLwXTqdKSYm9UgQpLrZz6pSVK69s/MB29uzjOBwqDofKRx+dwt9fR0mJnYwM4e3iyjFiMGho186btDQLq1eLkB13cs014bz+eibvv3/qvPKCuHJslJc7mTGjZu4ARYGRI0NITvbh3XezeP/9LB59tE2Ndh06+GAwaEhNrTvE45dfClFVlagoA9deG0FwsJYrrww7fZyJadP2s2hRDn36+Nd6vL+/ltde68hNN6UyZ04GgYEit4ZWW/t31MiRwTz/vELXrr78/e91uOp7gov0O1XiZvz8xGKGRCKRtBIe5VG+4RvmMY8rT//zNF/xVY3nZjITgCyy+D/+jy/4ggd4gMUsZjWrpRAiaXLmMrdJztNqRJC97OU2biOGGNawhjDcsErxxBMiY/9HH7nfDbaFsGlTKW+9lcmhQ2Z0OoXLLw/lmmvC6dPHv1EhCIGBWgIDfejY0YeRI6smx1lZVnbtMrJnTzlbt5ZVrsJ//XUegYHayrCK9u19mDevM9deu5d3383ihhsi65zo1YfRKDxBziZvxMqVxZSWOrDZKrjssp2Vz+t0Cl27+tG3r/Bm8fHRctddBxk3LqzW8AdXvoYzvWIWLcpl4cKcSg+PNm28eOyxBCZMCK1xfH6+CIvQaBS6d2+4kkdurg1FgaCgqmt1CRb1eRf8GY1GQaNR2LbNWCNRZ1SUgQkTQhk4MJDhw4OxWp2MG7eHX34pdLsIMmVKBMuXF/HZZ9koCtx3X+w53SOzZiXi769l4cJcJk8O59gxCxUVTlJS/IiJMTB4cBCdOvlQWGjnvfeyWL26uFYRRK8XYsOePeU4HGqttixcmIuvr4YvvuhSI9dKSoov3t7C28RqddYZRtWxow+vvdaRJ55I4+9/TwPg1Kna85B4e2vo109UMarLg8Wj2GoP/ZFIJBKJ5GJEQWE2sxnNaB7jsRYhgtRHLLF8yIfMZS596MNa1vIO7/AgD3raNImkVlqFCFJOOQMZiBUri1hEG2pOPJqcHTtE1vlLL4Xp05u/vxZGbq6VV145werVxXh5abjxxkj+8pcoIiObxn09NtZAbGwo48eHUlHhZPToXXh5abjkkgB6966KJczJsfLss+mYzU4mTAg7p8ktUFke1BWq0xhcyS/j4gx06OBD586+dO3qS0qKX7WQku3bhYDz58msC5tNiCCuvA0A336bT1aWlUGDApk+PZrevQPqzPXhIibG0GC4h92usmVLKe3b+1SzJyNDiCCJiY3LnLx7dzknT1qYOjWSO+6IJjvbitHoJDhYS3S0Vy0ljLV07+7Hli2lOJ1qk+ToaCwGg4Y33ujA3/52lE8/zeb334uZMSOGSy8NrjX0p7zcwbJlBXz3XQEPPxzPJZdU3W+DBwexcGEuCQnePPVU7UkFQ0N1TJoUwbff5rFjh5HevWt6a/j4aKiocLJmTUkNz57Fi3M5eNDEVVeF1XnPTJsWzbx5WaxcWcz48TWFMRdDhwbx+usdefDBw9jtar1JTocPD2bTplJee+0Es2Yl1tnOrbhu+tK6E81KJBKJRHIxMopRTGUqi1nMSlYyilEetecYx5jDHG7jNgZSezW3cMLZwx6CCeYpnpIiiKTF0ipEkL/yV8op5yZuYjjD3dPpk0+K7RtvXHQu2z/+WMDcuScoL3cwalQIDz8cT0xM88Xur11bgtns5N574yrzXeTkWFm0KJevv87DbHZy7bURzJx57uKXKxzG17fxK+B79xqJjNTzxRcp9d4CBQUi50dYWO0fJ5f4caYnyAMPxDFz5lF27SrHaHTUK4C4PDpcVWjqY+3aEgoL7UyZUt1zyZVkMzq6cSKIq8zupEnhhIbqK0N76qN7dz927TKSkVHh9oojoaF65s3rzH//e4oFC3J4+ulj6PUKISE6IiIMREUZsFicHDliJj/fitMpRCsvr+pvbM+e/mi1Ctu2lfGXv9QdenX99REsWZLH99/n1yqCTJ8ew8aNpRQV1fRwWLq0AEWBa66pO8fN1KkRfPjhKT7++FS9IgjAJZcE8NtvvVi1qogrrqjbQ278+FDeeCOT5cuLuP/+OMLCan9Pt2wpo2dPv/PKr9JoAk4LUDt31t9OIpFIJJKLkDnMYTGLeYzH2MEOj9mRRx6d6YwNG/OYx0lO1lkiNoggEkigiCI3WymRNJ4WXyL3J37iQz5kBCOYz3z3dLphAyxfLsrT9Tr3hCutDZtN5aWXjjNrVjq+vhpef70jc+e2b1YBBES+EYDLLgtm8+ZSHn30KFddtZfPP8+prHjy5JMJ5+wFAlXhII31BMnKquD4cQsDBwY2qIHl5YmQlvDw2ieVZ3qAuBg+PIh//zsJg0HhsceO8u67J3E6a0+k6Up22ZCA43Sq/Pe/WRgMChMnVq/h7fJG0TVC9iwstLNiRSE9e/o3KgeJizZthMBy6pS10cc0JQaDwn33xfL9992YObMNl1wSSHGxg337ylm1qogNG0qwWJxERhp4/PE2fP99N3r0qC5g+PhoKhOtOhx1Jzbt0MGHl15qXyOJrYs+ffxZsCClxvuwYUMphw6ZuPrq8HpDm4KDdeh0CmlpFg4cMNXZ7ky76xNAAAICtDzzTFsqKpxMmZJKdnb198nphAceOMx99x1i2bLCBvtsMry8GndjSiQSiURykdGOdvSmNzvZyWpWe8yOMMJ4hVfoRjdA5GmsjwoqiOLc8vhJJO6gRY88SyjhDu7AH38+5VP3JdeZPRu0Wpg1yz39tQBKSx08+ugRduwQ5UFnz25PaGjz3x4Oh8r69SX4+Gh49NEjHDpkRqOBQYOCuO66CIYMCWowTKQhVBU++SQbaHxOkN9+KwZg6NCGy5K58nrUJRYpdagoffsG8PnnXZg58ygffZTNnj3lvPBCuxpiSkqKL3q9QmmpvV47vv46n0OHzEybFl3Da6RLFyGkPPjgETp39sVgUPDy0hAQoCUiQk9Kih99+4o8L19/nYvVqnL99WdXjccl0rgq8XiK0FA9U6dGMnWqECicTlG+uGYIT+1ER+tJSzOzd295Zdnc2hgzpv7cJ38WkFQVnnoqDY0Gbr+94Tro110XwRdf5JCbayM5uVGmN8jYsaGsWCGqO1155R569PBjyJAgUlNN7NhRVllRyK15XaKjZZUYiUQikUjq4A3e4FIu5WM+ZgQjPGKDBg0P8zDppLOXvfSjX51t97CHHHJIIcWNFkokZ0eLFkGu4AqyyOI1XiMBN1U0OHAAfv4ZJk+myWYeLZzCQhv333+Yw4fNXH99JH/7W/x5eV2cDUeOmCkpEZP7EycquOGGSG64IZL4+MaFbTQGRRFeGtnZVgICGnfLL19eiK+vliFDAhtse/y4BS8vTZ2hJvUJLzExBj78sDP/+lcm33yTx0037efll9vRt29AteO7dPHjyBEzTie1ikLHj1t4++1MYmIM3H57dI39I0aEnPaSKOD334trlC4GkaflhhsiWbgwl9hYL0aNangiXFbmYN26Ei6/PKRS/PD2blkOZhoNjRZAAG64IYoNG0obFEHOli++yKGszEFKii+xsQ1P+h95JJ5HHolvsv5dvPpqB1auLOKf/zzB7t3l7N4tqthotQrTpkVx112x7n0PHQ7Yv999/UkkEolE0ooYznD6058v+ZLXeZ1Q6g+TbQ7SSecFXuAIRwAIIKDOtp/zOSBKmUokLZUWK4JsZSsb2UgHOvBX/uq+jt98UyzZ/tWNfXqQwkI799xziLQ0C/ffH8dtt9WcQDcnEREGBg0KpHdvf669NoKgoOa5Jdu08TotgjQ8GT50yERqqokrrwxrMC/CunUlHDxoJirKUKfHissr48/lg10YDBqefDKBvn0DmD37OA8+eJj33utMjx5V4RL9+gWwe7eRDRtKGDo0qNrxOTlWHnzwMBUVKs8+m1ir6KLRwIwZMcyYITwQKiqcVFSoWCwOMjOtbNpUytdf5/Haa5kAvPBCu0YJYWvXFvPMM+msXl1cGTbU3OFTzU2PHn4oCnz5Zd45l2SujaFDg1i9uoTnnktssnOeK6NGhTByZAi7dxupqHDi7a2hY0dffH09IGBFR0NmJlgs4O3eXDISiUQikbQGJjGJLWzhH/yD93jPrX0vYAEP8RBFFDGQgejQVYbF/JkCCniHd0gkkb/xN7faKZGcDS1ryfY0Tpzcy71o0PAt36Jxl5mlpTB/PvTpA8PdlIDVg5jNTh5++AhpaRYefjje7QIIiEobb7+dxIwZMc0mgAAMHBhIRIS+UX2YzU4iI/WNmgAvWpRLYaGt3twZCQnCQ6S2SiVncvnlIcyb1wl/fy2ZmZZq+yZODMPbW8NLL2VU5jcBWL++hGnTDnDqlJWnn06o5kFSH15eGgIDtURGGujTx5/77ovlf//rxhNPJPDuu50YNiyo4ZMgwitGjQph5coifv21iF69/N2eFLWp8ffXoihKneVmz5WEBG/mzevUYkQiRRGJYPv3D6RHD3/PCCAAAwaIbXq6Z/qXSCQSiaSFcwd3oEXLTpo/kXgeeSxgAV3oggEDt3ALRRSxiEWUU0488ejqWEd/kicxY+Z5nkdL471wJRJ30yI9QeYxj61s5REeoQc93NfxggVgNMI997ivTw/y4ovHSU0tZ8aMGG655cJOXnTrrdHcemvjRJ6ePf358cfG3XfXXhvBli1lDB5cd9hMbKwXN90URb9+DQsUycm+/PJLzxrPx8V58fTTbXnmmXRuvDGVLl18KS62k5lZga+vhhdfbH/eeRz8/bVcd93Z5QHR6RTmzGnP77+XcPCgiSlTIi6IYkrjx4dy5IjZ02ZcHOSJSkTs2HHRhCBKJBKJRHI2RBDBWMaynOUUUtikITFOnGxjGz/yIz/xE3/wB05OJ9RHRzzxvM3bTGISd3EXPak5TgX4hV/4L/9lKEO5hVuazD6JpDlQVLW27ACeI5ts4onHH38yyCCQhnMyNBkDBsC+fXDqVFXpxguUH34o4Nln0xk2LIjXXut4QUxcPUVhod0tSWQBduww8vHHpzh40Iyvr4YBAwK59dboFuNdIJGcNf/6Fzz2GPz+Owwd6mlrJBKJRCJpkcxiFi/wAs/yLM/wzHmdy4iR5SxnKUv5gi9w4ABEedtRjGI847mcy6vlZCyjjEACuZEbWcjCauc7wQn60Q8jRnaykySSzss+iaS5aXGeIC/yIg4cPMAD7hVADh6ELVtg2rQLXgDJz7fx6qsnCA/X88wziVIAOU/cJYAA9O7tT+/e8odFcgFx7JjYZmZ61g6JRCKRSFowV3AFL/ACGWSc0/FHOMJKVrKUpfzGb1Qgwn5DCGEsY7mTOxnKUAzUvrCWifidDqJ6yHQeeYxiFLnksohFUgCRtApalAhygAO8x3sMYAAv8IJ7O194WtG8+Wb39usB3n33JEajg1mzEgkOblG3gEQiudiIPh2mFur+bPcSiUQikbQWLuESfPBhD3safcwe9vAjP7KYxWxnOyBCXEYwgqtO/2tHu0adaz+iklshhZXPHeMY4xjHYQ4zl7lcz/VncUUSiedoUTPgx3kcBw5e53UU3OyesGgRREXBqFHu7dfNZGZW8MMPhfTtG8DIkcGeNkcikVzsBJ72+PP19awdEolEIpG0YDRoCCCAbWyrs40JE/OYx3728wu/kE46IEradqMbt3M705lOMGc/B/BGJL4fxCAAXuVVnud5jBh5lVd5lEfP/qIkEg/RYkSQz/mcH/iBKUyp/HC5jV274NAhuP9+0LbMTMZlZQ4yMiwcPGiirMzBoEFBhITo2LPHyLFjFk6etFJSYsdsFomMfH01+PhoCAnRERVlIDbWi/btvSkqsuPtrXDffbEeviKJRCIB1q0T22PHZE4QiUQikUjqYQhDWMIScsghiihs2NjKVtayll/5ld/5vTLMpR3teIAHuIIrGMGIShHjXHFVe1nJSj7gA1JJRYuWJSxhIhPP+9okEnfSYkSQf/APAJ7jOfd3/vXXYnvdde7v+0+oKuzcaWTjxlJSU8s5dcpKXp4Vk8lZrd1772Vhs9XMaRsQoEVVwWh01Hr+gAAtgwYFUVbmQFWR+UAkEoln6d4dvvoKunb1tCUSiUQikbRYnuM5lrEMgIlMJJ980khDRcwHvPBiCENIJJG7uZv+9G/S/gcwAAWFH/gBgHGM42Vephe9mrQficQdtAgR5Gd+JpNMbuImutDF/QYsWQIRETBsmPv7Po3TqbJ0aQGffZZNZqZQcA0GDfHxXqSk+OHlpWHTplIcDvFF5+enZciQIPr08ScpyYeYGC9CQqq/nRaLk4ICGzk5NjIzLRw5YmH3biO//VbEypVFdOvmx9NPt6VjRx+3X69EIpEAUFYmtgZZ4UgikUgkkroooggrVgA2s5kIIogiitu4jcu4jCEMwZfmCy0NJphpTKOCCu7hHi7l0mbrSyJpblpEidzLuIzf+Z3DHG50cp4m48AB6NIFbr8d/vtf9/Z9msOHzTz/fDr795sIDNQxcWIYo0eHkJzsi1arsH+/iUcfPUJuro0ePfyYNi2aYcOC0GrPzY0jO9vKZ5/l8M03eWi1Cs8805axY2VSQolE4gEGDYJNm+DIEejQwdPWSCQSiUTSYlnCEq7hGt7nfe7iLk+bI5G0WjzuCbKZzaxmNbdwi/sFEPB4KMzSpfm88soJHA6VW26J4q67YvD1rcpLcvJkBQ8+eBiz2cmsWYlcfXXYefcZHW1g5sw2jB8fysyZR3n66WOUlDiYOjXivM8tkUgkZ4WrOkx4uGftkEgkEomkhROBGKubMHnYEomkdeNxEeRO7gTgb/zNMwYsWwYBATBypFu7dTrhtddOsGhRLtHRBubMaU+3bn412s2efZySEjv/+lcHhg9v2mou3bv78fHHydx332H++c8MgoK00iNEcsFTmHuC1O2/otFo6T1kEj5+gZ426eLGVRXG+/wStkkkEolEcqFTQAEAm9jkYUskktaNxpOd55FHKqnEE09vervfgKIi+OMPGD3arfHoDofK//3fMRYtyqVPH3/mz+9SqwCyc6eRP/4oY8KEsCYXQFxERxv4z3+SCA/XM3v2cdLSzM3Sj0TSklBV9XQiMY9HA0oOHxZbLy/P2iGRSCQSSQsnELFwk0CChy2RSFo3HhVBFrIQBw7mMMczBqxeDQ4HjBrl1m5feimD5csLufTSYN55J4ng4NodclasKALg5pujmtWeqCgDL73UHqtV5Zln0nE65cRQcuESGtmGYeNnMOTyW/HxC/K0ORKNR3+GJBKJRCJpNSiIfIBSBJFIzg+Pjj4/53MCCWQykz1jwMqVYutGEWTx4jy++y6fQYMCmTu3PQZD3W/Bjh1lRETo6dSp+au39O7tz803R7J/v4mvvspr9v4kEokEqEqG6nTW304ikUgkkouc7WwHYC97PWyJRNK68ZgIcpjDbGMbk5ncrOWc6mXtWoiNheRkt3SXkVHBm29mEhvrxcsvt0enq7+6S3q6hQ4d3Fe+9s47Y4mI0PPhh9lYrXJCIpFI3IirVK5EIpFIJJJaiSEGgOEM97AlEknrxmMiyNeIqixTmOIZA8xm2L8f+vVzW5dvvpmJ1erk2Wfb4u+vrbet06mi0SjExbkvTt7HR8Nf/hJFYaF8MovQAAAgAElEQVSNH34ocFu/EonkIqZIhP1RWupZOyQSiUQiaeFkkw2AHzVzCUokksbjMRHkEz7BBx9GM9ozBuzZA3Y79Onjlu727StnzZpiLrsshD59Ahpsr9EofPVVVx5+ON4N1lUxaVI4/v5aFi3KQ5WpQSQSSXPj+qKxWDxrh0QikUgkLZw97AGghBIPWyKRtG48IoKUUMIhDhFJJF54qCLA7t1i26uXW7r78MNTKArcdVdMo4+JiTHg4+Pet8jXV8ukSeGkpZlZu7bYrX1LJJKLEFcYjMPhWTskEolEImnhJJEEQHvae9gSiaR14xERZA1rAPgrf/VE94KDB8W2S5dm72r/fhNr15Zw2WXBdOzovhwf58pNN0Wh1yt8+mmOp02RSCQXOhERYhvQsIecRCKRSCQXM05Ezj5vvD1siUTSuvGICPI7vwMwCveWpq1GZqbYtmnT7F19+qmI35sxo/FeIJ4kMlLPhAlh7N5tZPt2maxQIpE0I65wmLAwz9ohkUgkEkkLZxvbAChA5u6TSM4HnSc63cAGAgigG9080b0gKwtCQsCneT0z0tMtrFpVxODBQSQnn10VHEu2nbyVZhzlTkIHeRPYvfGhQ06biiXLTvH2Ciwn7ThMKiigC9Dg11FP6CBvdH51a2C33hrF998X8MknOY3KYSKRSCTnxNatEB4O3nJVSyKRSCSS+uhOd5awpLJKjEQiOTfcLoJYsLCJTXShCxrP5WWFvDyIimr2bubPz8HphNtuiz6r41SnStk+K/v/rwCHRaXdXYGNFkGcdhXjQSvH3iulYK0Zyyk7il5B0SpoDAphQ70J6V//hCMhwZsRI4L47bdiTp6scGuVGknrJausiK1ZR8gsK8Bit+Kv9ybaP4T+cR2J9AtCo3jwMy9peZSUCEHaDR55EolEIpG0dnwQi7cKioctkUhaN24XQVJJxYmTLjR/Lo56qaho9hj03Fwry5YV0KOHH717+5/dwSqoTlDtoDrAaWv8obZiJ9k/mMj4pBTvGB0Jtwbi00aHogG7ScUrUovOr+Evz6uvDmfVqmJWrChi+vSzE3EkFx9Hi7J5b+tyVh/fx/GSfJyqEy+tjriAMIYmJHNH79F0DotDq5FCiOQ0y5aJcJjHHvO0JRKJRCKRtHh2sAOAHHLoTncPWyORtF7cLoK4Prw3cIO7u66ORgNOZ7N2sWhRHjabek4CgqJVCEgx0PnpEOxGlfBLG+8qbi1wULTZgkavEDXOl86zQtEHiomnqqqggqJpWATp3z8Ag0Fhxw4j06ef9SVIPEROTg7h4eFotVq39Wm0mnlz8zI+272alPB4pvW4lFAff0otJn5N38OHO1ZSYjExZ9QthPsGoihyBUMCvPWW+C6+5hpPWyKRSCQSSYsnnngAwpB5tCSS88HtIoirvnVPerq76+oYDGC1NtvpTSYH336bR2KiN0OHBp/TOXzidCTeFXTWxzmtKtYiJ7pADQHdDJUCCCAmn42cfxoMGuLivDhxwnLWNkg8x88//4zRaGTkyJEkJye7RXBYn3GAxanriQ8I47FBExnToSf+em8sdhsFZiNHCk/x9f6NjE/qw9WdLsGg9Ug6IklLYt8+2LwZOnaEuDhPWyORSCQSSYsnkEAAdJ5J6yiRXDC4/RO0j33o0Xu+vrWvL+Q0XwnYX34pwmh0cP/9cTTW+99yyk7er2bMJ+3Vntf6KAT18iL80tqTuFbk2in43YKtxInDomI6ZsN83Ia9zEneSjO2oiqPF0OohoiRvvh11DfKpthYL7ZsKcXppNp1lJRaWL0undy8cq4c2wmDQcuO3dmkpRdhLLei12tp2yaIvr1iiYupCjuy2R0cTSti6Y8HiIrw47abe9fo01hu5dfVaaRnFHNJn1iGDEjAanWw70Au6zefYMyI9mTnlrNzTzYGvYZ+vWPpnhLFlu0n2bU3GwWFHt2iGDYooYYAYLc7OX6imF17c8jOMWKy2PDz0RMfF0SfHtHExQZWf20r7CxfdZTUA3lV74dWoUO7UCZO6Myx48Ws25RBfoEJrVYhNMSXK8clERYikuCqqorDobJ7Xw6pB/IoKDJjtzsIDPSmQ2IIfXrGEBzUtAkh8/LyePPNN1m/fj1jx45l5MiRxMfHN6sY8mXqBkw2K1P7DWZCUl+8deL+yi0v4UjRKRxOJw7VyeJ96xnbvledIkhZWRm///47FouFwYMHExkZiUaGz1yYvPSS2L76qmftkEgkEomklbCLXQCUUOJhSySS1o3bRZB1rMMLL88mRQVRjWDv3mY7/fLlhRgMGsaPD230MbZiJ/lrzBT9YcFhVnGUO4VHh69C4l2BdYogliwHxz8spSLXgd3kxF7qxJrnxOlQyV1homCdubKtfwc9fu31jRZBoqMN2GwqBQU2IiKqjikusfDFN3vZuj0LLy8daelFrFmfTl6BiZKSCkxmG23iApkwJok7pvWhfWIIAHabk92pOTz53Ep6dY+qVQQpK6vgi2/2sOK3NB65d2ClCLJ560lmvfQbaelF7Nqbw6692TgcKiOHt+P6a7oy7+Nt7NqXQ0WFneGD2xIV4UfnpPCq16nCzqo1x1i8dB/bdmZRXFKBRqugUSAkyIfhQ9ryl+t70rdXVcZtq83BqrXHWPTtXsrLbZjMNjQaheGDE+iWEsncN9axfOVRSssqcDhVEuKCuHykEPhUVaW83MZX36Xy3Y8H2L0vB1UVz6sqtE0IYuSwdtw8pTtJHZrOrXHChAmUlpayatUqXnjhBTZu3MiYMWMYMWIEoaGhTS6GVNjtbDl5GFVVmdi5P3qNCMOxOx18tHMlO7PTGduhF2szUtl88jDlNgv+Bu9a7Th06BAff/wxpaWleHt7M2rUKLy8ZFLeC47du2HhQhg5EiZOFM+99RbExMCUKZ61TSKRSCSSForLE8SXs6s4KZFIquNWEcR++l9f+rqz29qJiQGLBQoLIbTxQkVjqKhwsmOHkf79A/H3b3xeBu9YLW1nBBA13he7yYn5hJ2cZSaMB+sP2zFEaIm51g/n6agVS5adk18asRY7iJ7gR8iAKk8DfbCm0QIIQEKCmICeOGGpJoK4yC808dmiXZQZKxg2qC1t2wThcKgcPJzP9z8f4oPPtuPrq+fpx4Y3us/6KDNa+d9PB+ndI5rbb+nNdz8dZNkvhzh5qhSDXsudt/bht9/T2bDlBD+vPFIpglRYHWzYfILZr65l/6F8xo7sQM/uUQQFeFNcamHLtpN8OH8HOblG/jV7LLGnvVe8DDomXZFMh3YhlJVZycwq5f2Pt3L0WBHvfbyVX1enMX5MR9rEBWEy2zCZbISH+QFgsztZ8sN+nn9lDVarg0lXJNOpYyg6nYasU0ZWrU3jn29t4FS2kZdmjSQstGl+0FJSUnjqqacYPnw4y5cvZ9WqVaxfv55x48YxevRohgwZgp+fX5OJIfmmEvJNpYR4+5EQFI7m9Hk3ZB7ki33raBMYxt+HTCarrJA9uRnklpcQ4RuEtpb+TSYTRqOR8vJyjEajyGEjubBQVRg/HhQF5s4Vz61bB3/9q/h/YCDo9RAfLwSRTp3A3x/69YOICM/ZLZFIJBKJh3GJIOGEN9BSIpHUh1tFkJOcxI6dXvRyZ7e1Ey8SC5GZ2eQiyNGjZux2le7d/c7qOH2QltDBVd4e5Wk2TOn2BkUQnzgdibdX5Q4p2V1BwVozqkMlYpQPCbcG1nN0/URHGwDIyam9PE1JaQX7D+Yz869DmHFLLwL8vXA6VTKzStHpNPznw638tOIID987EH8/wznb4cLhcKLRKDzz9xHERgfgVOHVtzdw7Hgx779+JaNHtCc2KoC/P7uC3XtFuJOqqhQXm3nr/c3s2pfDrTf05KF7BpB8WiCx253s2J1NUbGFH389wsjh7bjzViHUGQxaRgxNZMTQRJxOlaPHCvnPR1s5lV3Gd8sO8MCd/Zl2Q08iI/xwOFSyc43odRqcqkpubjn/fHsDWdllPPnIUB66ewChIT6oqorV6mBgvzgeeWo5C77azbDBCdwytcd5vz4uvLy8GD16NAMHDmTIkCEsX76cH3/8kfXr1zN+/HhGjRpFv3790Ov15y2G5JpKcKoqUf7B6BQtiqJQaDbyzpYfKTSV8fTwKXSPTKBtcAT78k6QU15Cl3An2lq8wTp16sSVV16JyWSiV69e6PWNF+wkrYS33hJlcfv3F8IGQEoKdOsG5eXgcMDJk1BQALt21Tw+MBAiI8FshhEjxPd3URFcfjmEhAjBJCQEEhLEViKRSCSSC4QNbADAwPmPqSWSixm3iiCnOAVUZTb2KK5EfCdPQo+mm3wCHD9eAUDbtk2b68ETuESQU6dqF2K0WoX2iSHccE1XAvyF14hGoxAd6c/40Um888EfFBabyS8wNYkIotNpaNc2hK7JkZgtNnp2i0JRIDLcj1GXtsOg19IpKQy7QyWvwAQIkePA4XxW/JZGfFwAj9w3sFr4iU6noWuXCG6e0p2Nf5xgyQ8HKkWQunCq0DU5kntvv6TyunQ6hfjTOUUcdiebtmayd38unTqEce+MfoSGnK7trih4eekYO6ojU7dmMveN9Xw0fwc3T+lBU6ft8Pf3Z9KkSQwdOpTly5ezbNky/vnPf7Ju3Toeeughxo8ff94iiNFagYqK3+kQFxWVr/dvZHX6PgbGd2ZqymAMWj0BBh8URaHMaqYu/46oqChuvfVWnE4n/v7+Mh/IhcbGjfD449CuHfz6a9XzoaGwZ0/1tidOQFoabNkijgsJgdWrwccHcnMhPx8WLKhqP39+zf40GggLA5tN9NG5MwQFQXCwOF9aGgwYIPb5+oKXl9iqqiijHhNT85wgzhcZWfs+q1V4GQaeIT5rNKJfFwYD+J2dSN4slJSA0Siu1WQS28xM8RooingdiotFW7sdysqqji0qEu9D586g1Va/Xn9/4c3j5yeuVaMRr2VgoDi3RCKRSM6JAISnsqwOI5GcH24VQQooACCIs6940uScKYI0MTk5QjCIiWn9Kq3rGrKzK2rd7+2to2P7EKIi/as9r9drCA/3RVHA6VAxm2v3JDlb9Dot8bGBKIoQWwL8DOh0GmKi/Anw98Jud+Lro0dVVSqsDkCEwmzflY3FYqeiwsGSHw7UOK/DqXLseBE2mxBM7HYnOl3dE3AvLy3XXp1Sp7BjdzjZvDUTrVZDn54xNV4fEALShDFJvPzaOnbsPoXJbMPPt3k8H/z8/EhMTCQqKgqbzca2bds4dOgQ48aNa4KzC0lDc7rsUGreCeZtW4GfwYuH+k8gwjcIjaJUhsk4VWflMbXh71/ztZJcAOzZA8OGiQnxV19BQED97du0EY9LL627TWGhEEv27xcCRmEhbN0qkl4HB4uJusujJDdXTPD/XBXsyy/P/9rOFb2+SjBw3feuv00mcR3du4u/fXzAuxZh/dAhIbBERYm/zWbxWpScTppXVCTEjWPHhNhjMonX4ExBw53odMLekBDxCA2tephMQjgZMECIV6GhYhsWJr16JBKJBDBhwhtv9EhPWYnkfHCrCLKd7QDkkddASzfgEkEyM5v81KWlorpLUFDrL18VHKxHp1PIy6tdxDDotURF1Jy0KoqCTqs57dmg4jyL3A4qYgGyNjQahQD/KuFB0ShoNQpBZ1RYcTk2qE5xErvdSdapMlRUCovMvPfx1jr7btc2mMhwP2w2R70iiE6roXtKHSvBgOqEUzlGtBqFtgm1l0jWaBQS24h9lgoHBQUm/HybViAsKytj27ZtbNq0id9++43Dhw8zZswYhg4dyoQJE5rE08Lf4I2CgtFmwWyr4D9bl3O0KJs7+oxmSJsu6E73YbRaUFUVX503ja7TLLkwWL0arrxS/P+ZZ6BvE+WFck2ee55Rcv322+s/xmwWAkFRkUjQGhwsJt82W5XXw4kTcPRo9fO6yMuD7duhd28hTvyZ7Gxx7i5dqp4rKQHn6SpdTqfoV1VFgm6bDUpLRRjQmd4WFot4fudOsc9obPzrAkJM0emEeKLTiXMEBoowIR8fIUT4+Yl2AQHiizMoCHbsEOFJLi8Yb2/RHqp7sBiNwhsnJERck8MhPEJsNrHP5UViscDatVUiTVmZeH1KSkRY1L594vU/k3feqXk9Wq14vSIihBdORIToOzhYiF/x8dC1a9U9ERUl2rmhRLhEIpG4i4McRK1nIUkikTQOt87SXa5bSSS5s9vacYkgWVlNfuqyMuGBEBjY+KSoLRWNBgIDdZSUOGrdr9Vq8G1i7wVVBZut9v4URfT55yf19QgWAE6nE61WQ0rnCO68tU+9bX189GgbOJ+iKAQG1l21REXF4RCTHoO+nvvgjPG5zV77NZ8LRUVFbNmyhY0bN/Lbb7+RkZFB7969eeCBBxg9ejTdunVDUZQmSY4a4RuERqOQYyzmpyM7WHpwC8nhcdzRexQ+Z+QcyTYW41RVIv1qT4oquQAxm+Ghh+C//xVhEN99B1dc4VmbfHzEIzq6ulDRGrHbhdCgPeM7xhWC0pqoqBAeO8ePC5HJ4RB/FxQIoaWwUDxfUCA8erZsaZwopNcLISQqSggoISFC4EpJEWE8Z3qahIWJNmFhNLquvUQikbgZDRq6093TZkgkrR63iiDK6RmfD7WXenUrERHCZbgZwmFMJjH59fW9MAZSWi31Vuk42/msq7lYPHTWEDXsdgf5BaaaB/7p+MbaoNUqREcJbxV/PwPTb+pVU0g5SxSFyvCO2tBoRJ9OVeVEZu213J1OlYzT+wx6bWXOkPNl27ZtfP3116xatYrc3Fz69evHddddx+jRo0lOTm7yErkRvoGE+QRwojSft7Ysw+5wcF+/cbQLjkKjiNe50GzkRGkB/gZvYgJCKp+XXKCYzfDFF/DYY2LVv0MHWLJEhHZImg6dTkzcWzteXhAbKx6NxWIRAlBxsQgJslqFmOISTHJy4NQp8cjNFW1cwsmGDfWfOyREeM2UlIicYW3aCMEkPFwIKtHRYgwRHS0eMs+JRCJxAyWUUEQRCSR42hSJpNXjkXiNFhHHpijCLfjYsSY/tfN0GIZWe2GsdldUODEYmmbSqmgUvL3F+2+zOSgsshARXjWAdDicFBSaOXKssEn6A1HmtkfXaHRaDUfTi0g9mEf3lKgmO39t6LQa+vWOxeFQ+WNHFgWFpholcB0OlV9WHUVRIDkpjMCAuj1Lzobvv/+eL7/8koEDBzJ9+nRGjRpFUlJSk4sfLrx0egbGdeJEaQGp+ZlM6TKIK5L6otdUrU6vPLabIrORvrHtCTidQLUuysvLRdiMr69MjNqaKCuDVavggw/g55/Far6fH1x/PXzySe35LCSSc8Xbu0qESE5u3DFWq/D+LC8X4lxRkRBNCguFx4nrUVhY1W7LFhHOUx8ajRBFkpKEPS5BJzZWCCiurU8LWACSSCStlhWsAMCO3cOWSCStH7eKIK5yTlbqL/nqNtq3hzVrqmKZm5izSIPRYjGbnZSVOQgJaZpbRa/TEBHui5+vnpLSCn5dfZTrJqag12txOlVO5RhZ8sN+cnLLCQ5qmkmTXi/ydwwdlMCGzSd46/3NPHT3AJI7RVSG0TidKqVlFRw9VkhggFe16jHnglarYeAl8XRsH8qRtEI+XriTGTf3riyRa7M5Wb85g8VL92EwaLlpSo/z9k5xkZyczBNPPMGYMWNITExsNvHjTKakDOKnI9sprjDRN7YD+tOfJ5vDzs6cdD7csRKb0861XQbhpa1bBM3NzWX58uVYLBbGjBlDmzZt0DbDZ1PSBJw8KZKQrl8PH30kJo6uL73AQHjkEXj4YZGzQSJpCRgMkJh49seZzVUeJi7Pktzcqv//9pvwyjlwANatq/s8Wq3wLGnfXtjhSv7bpo3wlgoNPdcrk0gkFwEuEeTv/N3DlkgkrR+3iiAWLADsZjeTmezOrmunc2dYvhzS08UApIkIDhYva2GhjcjIxsVmq6qKtcCJ8YAVh0XFaVYxZdgoP2LDUaFSmmoj6xsjWl8FrY8GQ6SWgM56lGb2NklPt6CqkJjYNIKEVqshNjqA4UPasmrNMd754A9y801EhPliqbCTejCPn1YcIaVzBFnZTVO9QFEUQkN9eOTegRQWmflyyT5KSyvo3zeeiDBftDoFY7mN4yeKOXSkgKvGdaoUQWw2Bzt2Z1NuslJebuNYRhEAVquDn389QmLbYPx89YQE+9Cja5V3iUaj0CY2iEfuHcjsV9fy+r83UVBoIjkpHL1eS05uOT8sP8SRtEKuuDyJKZNSmuRaASZNmoS3m1fdh7ftyqTkAXyx93eWHd6G2WYlzCeAMquZtcdT2XzyEJe27cq4Dr3Ra+v+2klNTWXhwoWUlZURHh5OTEyMFEE8jaqK6iq//CImgTt3iomexVLVxmAQSSlvvx3GjxffrRLJhYKPj8gjFhcHvXrV39ZqFclxMzOFSJKZKR47dsDevVWfodpWSQIChFAyZoz4DHXsKLxLOnasuySzRCK5aFjAAnToGMAAT5sikbR63CqCxCGSkZoxu7PbunFl/t+1q0lFkDZtRFhDerql8SKIA8r2Wjk4uxB7uROHScVe4qQi34HDrJK/2oxxvxWdvwatv0LoIG+Snw1t9pCbffvKAejSpelinsPDfHngjv7Y7U72puby3NzVhAT74O2tIzTEh6vGdcLLS8vb87Y0WZ/eXjouG57IUxXD+GrpPvYeyGP1+uN4e2nR6jQ4HSoajUJyUjjRZ5SzNZZbeW7uGsqMFZSVVVBUIiZ+ZoudV9/eQEiIN4EB3iS1D2Xem1dV61Ov13DTlO6YLTZ+WH6YzxftRqtV0Go1mM02wsP8mH5TL+6+rS+x0Q2UCz2ba/VA2IGv3otHB16NgsKGzAO8tul7NIqCU3US6RfMxM79uafvWKL9g+vNpaLX6/Hx8cFut6OvrfKGpGkpKxPJJvPyRFLKAweEF0dGBnz/vVjdTk+vXr3DYKhy9b/lFlHOtGfPZvGmk0haHQaDCLVNqCdmv6JCfMYyM0Wi1mPHxGPrVpG75Kuvah7j7w9t20K7duLcbduKz6CXF/TvL8JwvJompFIikbQ8trOdcsq5nuvRIn9vJZLzxa0iSC/ECkoRRe7stm569BDb3bvhmmua7LTdu4tJ9NatZfTvH9ioYxQFdIEaAns0bhDj21ZfZzZQr3Atcdf7Yyt2EpByflUCdu0yoijQo0f1MriBAV5cMSaJTh3CGNgvvtZjIyP8ePjeQYSH+RIWUiWi+ProGTm8HWGhPmz8I5OcPJEDIizUh+5doujXJ5b048U4HCoDTp9br9fQo1sUD9zZn4GXiOd0Wg0dEkN46O7+lTk+FA3ERgfw13sG0rFdSDV7fLz1XD2hM726R7N1RxZH0wspK7PiVFUCA7yIjPAjOSmcXt2jK4/RajV0Tqo/NEZRqJHvQzwvyvnef2d/+veJY9uuU2TnGLHZHQQFeJPUMYxLB7etTNra2ukQGs1Tw65lzfFUjhZlY7JV4Ks30DYokmEJXWgTGI62gRwfKSkpTJkyBYvFQp8+faQQcraYzWJiVV5e5br/008iX0FpKWzcKJI9Kopw77c2EJoYFCQmWO3aiWSRM2aIFWpd6y//LZF4DC8v4eGRVEelPKMRjhwRj6NHqx4ZGcIjq67PbWioEEMiI4VAEh5eVfEmNFQkke3XT4SoBQeLz7f8jpW4yMoSJcznzxclwBtKIOzi5Enx+9ASEgS7kiJ36XLBCfOP8RgAD/Kghy2RSC4MFLW+sh9NjIpKEEF0pSsb2eiubuvGZBKrnpMmwddfN9lpnU6Vyy/fTWionsWLmy7Mwd04nTBu3G6Cg7UsXtzV0+ZIJBcPTqcYWG7aJMqgZmbCjz9Wle/cskVMpLy8xEqyySSOsTeQLE2nE679nTuLc2VkQJ8+IpRFpwObDQYPFhUwEhJEYlOJRNJyUFUhbqanCy/WjRuFwJGdLSaxrlwlpaWNO5+fX5Ug4hJHnE4hkl52mRgjBQUJYSUyUgiq4eFiK0udXxhs3AhPPFE9AXBcnPjdaYg1a2DkSPGbkppafd+BAzB9OmzeLLytf/317HPyzJ4tztu7t8ilU1wsvKAcDnH/OxyQlgYrVwp7bTZx3L//DffdV/1ce/bApZfCgw/Cc8/V7MtqhblzRbjn0qUtKpFxMcVEE4033hRRVFltUyKRnDtuL5Hbgx5sZSsVVOCFh103fX1FrO2uXU16Wo1GYdSoEL75Jo99+8rp2rV1TiR27TJSWGjj6qvPL0moRHJRYTIJd3cQeTNc4Ul2u5jA6PViwqLTif2pqeLvggIxSDx4UJzjzJwbf0ajEd9fkZEij0BQEHTrJp4vKIDLLxeTlIgIMaHp3l0MaoOCmv/6JRJJ86EoVeFogwfDvffW3s5iEaviBQWi4s3Jk2KSm5gowuBc5YXPfBw5IrYuT5MtDYSkxsWJCWl8vHgkJIjJbmSk8LSVFaFaNsuWwQMPCEHNdV/17Su8KObObfh4o1FU/3I64f77a+6/7DLx2xYQIDyZBg8W+XD+nN/GYhG/VePG1QwFe/55IWx88UX9thgMQtgfMwY6dYJrr63ZZvp0URHqzxQWwqOPwg8/iM9KSkqLq2zwKq9SQQXv874UQCSSJsKtniAAE5nI//gfC1nIjdzozq5rZ/JkEfteXt6k8bQHDpi45Zb9jBkTwssvt2+y87qT11/PZMGCHD75JJlu3VqnkCORnBWlpWJAZrWKCQSIAV5GhhhkZWaKVSdvb+GZ4esrBoL79onvj8auvtaFooh+hg8Xk4riYvEdlZgo+kxOFgNKiUQiaS5MJvH9Z7OJ8LmiIuFhkp8vnt+7VyweBQVVeZ/8GUUR31uusJ+UFCHGJieLCa/Ecxw8CE8+KbwdVBXGjoV//lO8P2fD3XfDvHnw+OPwyivV92VlCZGsZ08hfDzxhBBWRo+GFSuqt7XbhdeF0ynuvZ6Yw8IAACAASURBVDPH4rt2CY9Ib28h6B06JMIz9Xpx39ls8NprcM898J//1G+vj4/4fS0pgfffFyLQyZOwfbvY7+srPEQeeki0ayEc5CBd6UoMMRzjGDr3rl9LJBcsbv8kzWIW/+N//MqvLUME6dJF/BAcOFCVKLUJSE72ZciQIH79tYgbbyynR4/WJSI4HCo//1xIfLxXq/VkkVzk2GxihcdoFCJGfr4QN1atErHCFotY6QwIEG6yNpsYhJ0NiiJcw/V6MTCLjBQJRgcOFH0dOiTCTTQasdpms4kJwdGjEBMjBokWi1g9HTZMrGC1hLhqiURy8eLrKzw8GovFIsLyjh8XIvHixeK7MTtbhEv88kv19omJwitg4EAYOlSMvRrIFyVpAmw2uPFGMeZ1OGDiRJg1S/xGnQs7dgiPxsceq7kvLU1sR48W25degg8+gD/+EHacmYtGpxMixjvvCG/IK66o2tezZ8Nj89deE7+1DWEwVOUCnDVLiCihoXDVVeJ+vOuuFlmmeiYzceDgXu6VAohE0oS43RMEoBvdOMEJMskkAA+van71FUydCp98Arfe2qSnTkuzcPPNqbRp4838+ckYDK3nR37VqiJmzkzj7rtjufPOGE+bI2lpFBeLAa5rZdBkEquF5eXCG8LhqP94f38Rix4SIlYTQ0OFK2t4uFitqS1sw2oV/RqNwp27tFT0mZ0tEqHl5YmB+MmTwmMjJ6dxokZwsBiQuVzMc3LgkkvEaln//sLG7dvFQNFl15Ah4vm4ODl4l0gkkrpwedLt3y8EkaVLxXf5sWNVbQIChID897+LCWl0dN3nk5wbR4+Kse727eL3d9ky4XF4rphM4vdw+HCRj+PP7N8vvH/69xc5QQD+7/9Ejo9Nm0RVsTPZu1d4okydCl9+eXa2+PmJcUN+fv3ttFrxG+8S7PLyRPhPC85t8y3fci3XMolJLGGJp82RSC4oPCIp3s3dPMRDPMVTvMVbnjChCpf73969TX7q9u29mTEjhvffz+KNNzKZObOeknktiMJCO2+8cRIfHw2TJ4d72pwLB5tNuHOaTEIsODPDf1AQtGlzfiFZVqsQBE6dEoOB/Hzh9lleLrYlJSJXhdHY+HM6neI4q7Wq4kh2dsNVRTyFRiMG0G3aiEFWWZlIqFZSIlY3hw4VbRITRbuQkBaV/EwikUguKFzft4mJMH48zJkjns/LEwk5164Vi1FHj4qVeI1GeIhMnizCNM42RKO1cOKEEAUOHBCihMUiEnlecUXT5246dEh4PTudMHOmyLNxvuHfe/aIMJahQ2vf36WLSKq7ZYsQwRIShCgCIg/Wn0UQV3LuP4fKNAZ//8ZVgvH2ripd3batGNNMmQLPPityarUwcsjhXu4lhBD+zb89bY5EcsHhERHkNm7jYR5mPvN5jdc8697VsaNwkdu/v1lOP2NGNH/8UcbixXl06eLHVVe17CSjRUV27r33EFlZFfzjH20JD3dT+bzSUpGR+/Bh8UN4001igtpaKC8X3gfZ2VWrDKdOiR//9PQqYaI+FEV4FiQni/syOlpU6fDxqR4iYbVWVQDIyBArahkZou/mwMdHDB5CQsSjRw/hsREVJR6hoVUVBkJCRNv6hAVVrfLoKC0VISslJVXCTVmZEGtcwguIQaFWW1W9wNtbPBcWJlYQXbZERsqSjxKJRNLSiYiAq68Wj1dfFaLITz+JHG3LlonyrI8/LsIEb7kFbrhBTKovBBYuhL/8paan4vr1Qpy47DL49tumE+jnzhV9Pfpo4xKeNgZXJZn6qr18843w7MjKEuKDK9n3mjVw223V2yqKeK83bBDiytmUYQ8Pb3hxR1WFwFZWJvKYrF0rkq2qqkgO28JQURnLWHLJZT7ziSXW0yZJJBccHlEf/PHnaZ7meZ5nIQuZxjRPmCHQ6YQ67UqM1MRotQovv9yOW289wIsvHicsTMfgwdVVfqvVitFo/H/2zjs8iut82/fM9tXuqvcGQoDo1RgZMGAwYAwY495L7NgJseM4xfmS/BKXJI6T2EmMu+OCiXvBYGyK6b0XUYUQQr231fY23x9HEghJIBmJYu+91166tDsz58zs7M6c57zv86LX6zFeQD+Aykovc+ce5fhxF488ksicOd0cBZKfLy70CxeKC9+pKRSLF8Py5W2vZ7WKi2rTQBrETEBqqvBZOFeqq4WwkJsr2ikrEzdop0ZWNEVINLnsN5VlOx2NRhhcZmQIUSMyUgzitdqT5UcVRYgahYWizU2bRF5sR4mPF34UY8YIESUu7mQpwyZxwmIRx0ivF/9fxOGfQYIECRLkB0Z0NNx9t3g6HPDKK8JbZNs22LBBDOAHDRJRDE0+E5cqISFCxP/DH4TAExEhzLVXroRnnoFly4RHxTffdM09TVN60RdfwOOPi5SQcyU3V/w9U9TK5MlikqOJJrPRMWPaXn7ECFizRlQpysjoeF/M5rObkk+dKu4X9+8Xhq4g7oV+8QuYMKHjbZ0n/sE/2Mc+hjKUO7jjQncnSJDvJRfEEwSgllp60hMjRvLIu7Dlcn/0I3j7beEFcHrpri7i+HEXDz6YjcsV4J//7EVm5skZDavVSnFxMREREcTGxnZL+2cjP9/Fo48eo6TEzaOPJnHXXd3Uj6wsMQuyePHJ6BuDQZQ1mzhRpC40GUiGhQlfhqNHxWsFBUIscDja335UFGRmiufll8PQoW0bXbndIpIiJ0e0ceSIeO7Z0/KifSoajRASmkQEk0k8w8PFa/HxQvBITBSzHklJ4uajs54Rfr8QXUpLhSBzekk3lUrcMMbEiHaC6RxBggQJEuT7SH09fPQR/Oc/J+8ZxoyB3/9epNd83/D5RMrKv/4lohu7IsIzEBCRNJ9+KiZCbrlFVFI5l3uHX/9aRPAcOiRSXzrCk0+K6itbtoiUp9N57TVR8nnJkpbmqGcjMlIIHE2l6dviq69EVIrPJ86d9HRxTDoTcXKe+IqvuIEbSCKJXewinEsoKjpIkEuICyaCADzMw7zO6zzIg7zBGxeqG/D888LdevVqMRDvJg4dcvCznx3F6Qzw+9+nMmOGSI250CLI9u1WnnjiOHZ7gN/+NqV7IkCOHxchh0uXiv/j4mDKFJg9W+Ri7t8vIiC2bhUl0ZrSIJoICxM+DwkJ4sYgPl6IDxaLECTq6sTMxN694unznVy3KepCpxMXSafzZFjmqRiNItWjXz8RWdGrl2izKd0iLKzrj0uQIEGCBAkS5OwsXQr/+58YzHu9wnTz5z8XFU8utehGu/1kNGhbDB4s7ov27TtZ0eRc+fJLkYZSVycmh372M3jgAXGf01l+9Stx75yff9Jn42wMGCCWr6lpuwTt8uUwbZrY7uOPd7wvgwaJScy2SjWfSkaGmPSqrr4oq8AAVFBBD3rgwsUudjGMYRe6S0GCfG+5oCJIHXX0ohdu3OSRRzQXqHb8ihUiVO6FF0RoXDdy7JiTRx89RkWFhxtvjObxx5NwuWwXRARRFFiwoIyXXy5Br5d59tk0rriiG3JuP/5YXGjtdrjhBhF66HCIUmlbtggvjSbCwkQVjmHDxIU/IwP69u2cUVhDgxBCtm0TIabl5aJtu12ETep0op3YWFGutE8f8UxJCVb6CBIkSJAgQS5mCgqEt8WbbwoxpFcv4fNw1VUXumdnxukUfd63D955B/7xD5Hm0xZ//7uolrN4saiY01XU1gpz2vffF5XUZFmk3kyeDL/9bccNU//wB/jLX0T07NChZ1/+669hxgxRlvfLL9teZutWEcU7fjysXdvhXWLcOHFO5OefebkXXxSi2Vdfib5cZLhwMZ7xbGc7T/Ikf+JPF7pLQYJ8r7mgIgjAx3zMrdzKLdzCR3x0YTpRVyfC6W64QeSgdjM1NT7+3/87zq5dDfTqZeDXv44mJKTqvIogVqufv/wln1WraunZU8/f/96Lnj31Xd/Qm2+K/MuQEGGglZNzMmRRloXIMXq0uPCNHi38WYJCRJAgQYIECRLkTJw4ITw1tm0T0Z8jR4rB+XXXXeienURRhKfJBx8I4ePUymoPPyzSUtpi4kQhBKxfLwb5XY3PJ4SJd94RokAgIKIjbr8d7r9fTESdiX/+U6TEfPop3Hjj2du7/HJRKeaTT0RFlrbweIQIM3OmEH86gsslIotdrrYjfE9l716xX1OmtO85d4FQULiCK9jKVn7Db3iOLjKwDRIkSLtccBEEIJNMtrKV53mex+lECFxXMnCgUMiLi89Lc36/wttvl/HWW6UoClx9tZr77oumV68uMME6C9u3W3nqqXzKyz1cdVUYTz7ZA6OxA+XFOorVKgy93nxTpBg1YTaLGYexY4XoMXJk15eCCxIkSJAgQYL8cDh+XIgfH34o/r/tNvjrX89cuaS72bdPiASHD5+Mdk1KEtGnGzaIyR6Xq+00HpdLTMwZDCKStSPlX8+Fo0fhvfdENZcjR8Rryclwzz2ijG9bqSsvvQSPPCLK+r58lvKtL78sUm/uvVeILmciKkp4nnW0YmPTtkEITmfDZBIROWVlop1TcTpFitXcuUKgOo/8kl/yAi+QQQYHOICKbv7MgwQJAspFwB5lj2JofOQoORemE48+qiigKPv3n9dms7Ptyu2371dGjNipjB+/W/nww3LF7Q50S1s1NV7lz38+oYwcuVMZN2638sUXlV238RMnFOWVVxRl6lRF0WjEsQRFkWVFeeQRRdm2TVG83q5rL0iQIEGCBAkSpIlFixRlwgRx7yFJinLttYpSWHj+2t+/X1H++EdFycg4eQ9ksSjKL3+pKHv3imVKS8Xrkya1v52nnxbL/P3v56ffp7J5s6Lce684fqAoCQmK8te/KorN1nI5u11RdDpF6dfvzNt7/32xnZ49FaW29uzth4aKtj//vGP9ralRlNGjFeXxxzu2/Guvif6MG9f6vdmzxXu//GXHttVF/Ff5r4KCMlgZrDQoDee17SBBfshcFJEgAEtZykxmEkssG9lIT3qe3w58841wo37uOeHMfR6pq7Py6af5fPaZn+pqP3FxWu6/P56ZMyPRaM7d7KumxsvHH1fy4YcVOBx+hg8388c/ppKU9B0q8ng8wqzr2DFRPvboURGueeiQeF+jEXm5PXsKp+9HHxWu7hcZXo+b44e3YrNWE5+SQUJq/wvdpUua0vXracjLQwkEWr3XY/ZstGFhSJeacV0bVGzfjvXoUfxtlEROuvpqjPHxSN09axfkguNzOKjcuRNrU5nIU9BHRRE1bBghSUkXoGcXHwGPh7rsbKr37EEbGkrk0KGYUlMvdLeCfJ9ZsgTuukukOms0IgL1yy+7x9w8K0tEUHz66cnohehomDNH+E5MnSr60MTq1TBpkvD8+PWvW29vyxaRCpOQIDzNLlT1t/JyePddkfZSVSWM6A8fFl5qTdx/v4js+Pxzsb+noihiH3/7W5EOvWWLMDA9G1dfLUoFT5zYMpK4q1AUYdB6+LAwwX/zTRGN8+ST8O23Yj+zs1tHiXQTr/Eac5lLAgnsZveF80YMEuQHyEUjggC8wivMZS6RRJJFFgl0QS3zjtKUV9ijh8gbPI80VYcJCQln7VqJ+fPLqK/3ER2t4frro5k4MYz0dEOHzM89ngBVVT5KStwcPuxg2zYru3Y14PUqpKbqefjhBCZPDu+ckbrTKfJZP/hAVHA5vQxZfLy4cF17rbjgh4aKnM5vvoG8vI47h58nFEWhvraM9154iNrKYgaPns719z3TrW0GAgFqKgrwuOzEpWQgy50fKCuKQnkNfLU2QIRF4vpJ8hntU058+SWe+npir7gCS3o6DcePU7ZxI1qzmdTZs5HaWLli2zbqs7PbFDOasKSnE5OZiXzKYH/3U09R/O23BBqr8ih+P7bCQggEmLFuHaF9+nwvxIED//kP+YsX42usXqT4/ThKSgh4vUz88EPix41Dbit0OMj3CldVFYdefpnCpmpXgM9ux11bS/iAAQx54gkSutmk0VlejquqCkNsLPqobqjo1UX4XS5KVq9m/7/+hbumhr4/+hF97r0XtdF4xvUCfj/Wo0ep2LYNU2oqMZmZeK1Wqnbvxu9wED5oEKG9e5+nvQhyIQkoCjV18NV6BbMRZo6X0XXkZ3bJElENpWkQ/4tfiPSOc+pMQBh4/uEPoiJdQYF4vUn4uOkmYf7e3vXunXeEePDZZ8KH7lQcDmHSXlwMX3wB119/bn3tCpxOYZq6ebNIZd6w4eR7+fnCFLWuTqTGPPaYSPNZvVoUGjh4UKT1zJ/f8ZK3Pt9Js9VTxaOupKJCeJScONHy9ZQUcd86YED3tHsaxzjGcIZjx85a1jKObvB+CRIkSLtcVAWyf8pP2cte3uRNxjGOZSyjN+fpJkevFzXE33xTmGxdfvn5afcUdDqJu++O5cYbo/jkk0o++aSCN94o4Y03SrBY1MTFabFYVMiyUDA8ngA2mx+bzY/D4cftVnC7Ww5eNRqJkSPNzJwZxeTJYc3rdoiaGpH3OW+euInQ64Vr96hRQkFPTIS0tNbl1Y4eFReS6dMvOgGkiYDfj8thxe/34rDXn4f2vGxf+zF1VcXc+ODf0OrOPAA4HUUBjxfe+TLA068FeOgmmdmTzrzOwXnzqN2/nzGvvoolPZ3aAwfY/sQThPXtS8p119HWmVC5YwcnPv8cr92Oz27HVVkJgD46GnVICGq9nuQZM4geNarFTV7ilCmE9u3bLJ74HA72PPMMfqezU/t5sRM3bhzGxEQCjeZ2fqeTAy++iLO09AL3LMj5RB0SQuKUKVhOGYTXZmVRdJ7M9hS/n/LNmyleuZLU664jacqU89Lud0Gl1xM7ZgyehgaOvvUWRcuWEda/P/Hjxp1ZGA0EqNi+ne2/+Q0pM2cSNXw49qIist98E0dpKQN//vOgCPJDQQGrHd5bHKCgVCHEANeM7YCB+owZIqLh7beFx8Mf/wi7domojc4MsD0eWLVKRJMsWiS2CcLn7OGHhTHomYSPU1m/Xvx1OFq+7veL7RQXiwja8yGAuN3iWEyeLCYB26Ku7mSEy+l9Sk0VpqqTJon7xHnzTr4ny8Iv5C9/6VwEjloNl13Wuf3oLDExQsBasgQ2bhSVCm+5BX784/NmzN9AA7OZjQMHC1kYFECCBLkAXFQiCMAbvMFQhvIojzKQgbzLu9zGbeen8blz4b//FYZaixadnzbbwGhUce+9cdx5Zyw7djSwZUs9hw45KC/3UFZ2MgpDrZYwGlWEh6tJTNSh1UqYzWoiI9XEx+tIT9czaJAJg6GTP+plZULFf/VVsNlEdMzvfidmLzpiZPr002K25Fe/6ly75wlJkggxhzNu+oPUVhaSPnBMt7fp9/s4tOtbbNYaAn5fp9dXFIXtBxRe+ihAn1T4+R0yqrN8rLqIiFZ/pVP+b4vEyZMxpaTgsVpxlpay/1//QvH56H333RgTEtCYzVjS05HVLX86YjMzic3MbP7fXVvLvuee+96JIFHDhxM1fHjz/576eo7Onx8UQX5gqA2GVud8YWgoFTt2nJf2fU4nNfv3U7pmTYvz8WJFGxpK8rRpqLRa8hcvpnLbNsIHDMBwhpBzSa1GbTQiaTSodDrURqP4azIha7WoTabzuAdBLiSyLJEYo/DIbTI/+YufFxYEGNRbIim2A5M6sgwPPABXXikiVRctEoP+b74RaRqnkpsr7nGiokTK78svC9EiOxsao//o21cYfE6dKrbZ2QjHfv3EX7P55Gt2uxAYvv0W7rgD/v3vzm3zu7B4sSjPe+yYaO/nP2/5fkkJvPKKSBH3+YTI83gbhQvGjhURFU3pQFVV4rj+5S9iouxiRZZh1izxPM8oKNzFXRzkIH/lr8zi/PchSJAgF6EIAiIiBOARHuFO7qSMMh7jMaQ25667kCFDRDjj558LxX/27O5t7yyo1RKZmRYyMy3np8G9e4WS/8EHIj2oXz+Rz3nbbR2fNdm4Uaw/ZYqIGrlI0elDyJx8x3lpS1EUPG4nDXUVSHLnv3KKAl4fvPh+gKoa+PU9Mj0Tz/5daCWCREY2/21v7bCMDMIyMgBwlJZycN48/D4f6XfeiTEh4Xvh6xEkyKWOu7YWd03Nhe5Gp9CGhpI0dSqmHj1wV1Wh+M4sBkuShEqnQ2uxoDIakTUaZK0WjcmESqdDExRBflBoNRITLoNRAyU27lH4YlWAR2/vhADRp4/wM5s1C9asEZ4bq1eLaIbZs0U0gMcjIl4jI09WCpQkUaL2mmtE6d0mEeO70iT87dkj2j12TERSFBSI7b/9dtsVY7qSkSNFRIzRKNJYRo8WJWPz84XHycaNoroNCH+3555rv6wtiJToRx/t3j5/j7ibu1nEIm7lVn7Lby90d4IE+cFyUYogIISQcYzjBm7gcR7na77mHd4hmeSzr3wu/Pvf4gJ5zz3iAjliRPe2d6EpKxO5qfPnw86d4rXLLxeGXddf37nQwLo6MUOi08GLL7a5iKIEsFmryd63jvCoJFJ7D6e6/ASVpXm4XXYkScZkiSA6oRdhkS0H3R63k4Jje6ipKGx+TVapiIhOokefkdRVl1KSfwiXswFZVmEICaNn35HojWa8Hhd5R7ZTV91yxl6WVYRFJZI+IJO28Pu8FOTupbayiN6DxqHTh1BelENddTEet6Oxv1HEJffFEh7TvF4g4KesIJvqigI8bgf1teV4PW7UaoXdGxei1uhb7MOgUdeg04e01QVAIfsErNymEB0BcyZ17DPRN4oe+lPFEElCFx7eofUvZuqOHKF67160YWHEjx+Puh3zuJI1a3CUlBCWkUH4wIGodMIMWPH7cZSVYcvPx1lRgd/hQFEUVAYDhpgYwjIy0IWHd7mPScDjoeHECRpOnMBTV4cSCKA2GglJTMTSuzcak6mVV0vp+vXYCwtR/P7m1yzp6UQMHoy7tpa6w4dxV1eDJKExmYgZPVoIXY3fHUVRcJaVYc3NxVVZid/pRNZq0UdHE9q7N/qYmFaRPeeCEgjgqqrCVlCAs6wMr82G4vej0unQRUUR2rs3hpgY5HaEVY/VSkNeHvaiIrwNDSiBACqtFm1oKIb4eMypqWhOnUVtOraN/iwNeXm4qqrwu1xIsozaaEQfFYUpNRVDdHSbni2e+vqTbdpsSLKMNjQUU2oqppSUs/pXdIbqrCxq9+/HnJZGxODBaE6bjXbX1lKzbx/OigoihgwhrG9fAGz5+dRlZ+Opr8dWUEDtwYP4XC4qt29vcSxlrZbwgQOJGDiwVdt+txtHcTHWvDzcNTUoPh/qkBAMcXFYevUSvxVdPABT/H5cNTVYc3NxlpWJz0Wlou7wYQIeD8bExHbPP5VOhy4iovkYqXQ6NCEhyBeRCFJb52TH7hIcTi9jR6cgSXA4u4qiUitOpxetVkVSgoX+fWOIjjp5Hnm9fnLzalm/JZ+EODMzpvZpte16q4utO4uorHIweEAsgwfE4nb7OJJTxZGcai4blkB5pZ2c3Gp0OjWD+sfQIzmMrIPl5ByvRqWS6dcnmqGDYlsJ2F6vn6ISK9nHqqmuceB2+zEaNCTEm8noE0VMVMvz0u7wsHlbIXn5dc2vqdUyPVPDGZeZQkFRPXuySqm3ulGpJCIjjIzLTCHUIq51iqLg8QQ4mltFbl4t9VY3gUAAs1lHanIo/XpHYzK1b/QhSRBigNuukVm93c+nKwLcPUMmzNKJ89VkEmkt110n0jhGjxZRIZs2nVzG5RLpG7NmCXPOcePaTxX5LgwdKnbm6adhxQqRfq0oQmT5/PPuL4dbUyMEEBApOaensYAQR9LS4IknhKdKd3lz/AB5n/f5H/8jiije4q3un9wNEiRIu1y0IgjAIAaxm908wiO8y7ukkcaP+TEv8mL31dBOShIXomuuERfHjz4SYY/fJ5xOYbr1zjtC8AkExM3BvffCT34iPD86i98Pt98uwklffFGEjLaBoijUlBewaP5TpGVcxthp97N740JKC7PxuB34PC5CLJGkD7iCoZkzSex58kbe43ZwYMcyDuxYjtfjwud1o1Jp6D14HOawGDaveI8je9fidNSDAtEJvbjr5680iiBujuxdS+6hLfi8HnxeNy5nA4FAgP4jJrcrgni9bvZsWsT+7Uu5/r5ncNjqyN63lvrqUhz2ejxuJ2ERcfQdMp7LJt5KRLSoCBHw+zi8ZxWHdq/C6ajH7RShtD6fh9WLX21x4VNrdPQeOLZdESQQgC9WBbA7Yfo4iZT4jl00dRERIMtoG0UPXVgYkiwLceQSj+iwFxay+6mn0FosXPXRR5hSU1uJB16bjf0vvEDVrl2M/POfCc3IaBZBrLm55H78MZVbt+IoLRWGrn4/yDIhSUnET5hA2s03E5Kc3GUCgaehgbK1aylatozqvXvxNQovkkqFJT2dhIkTSZo2jZCkpBZtFixZQvHy5Xjq6/G7XCiBAKnXX0/6bbdRtmEDhUuX4iwvR/H7MaelMfr555ujfgI+H9V791K0bBnlmzY1L4ckYYiJISYzk9TZswnv1w+VXt9e1zuFvaiI/MWLKV27Flt+Pn63W5zEgD42ltgrrqDnnDmE9e/f/Hk04ayooHjFCoqWLaPu6NFmA1pJpUIbGkrU8OH0feABIk6rMqAEAlTv2UP+okVUbNuGq7ycgM+HJMvIGg2GhAR63XorKdOnt0oHs+XnU7xqFSWrVmHNzcXvcgGgMZsJ69+fpClTiBs3DkNMDF1B8YoVHPj3v0m7+WZMKSmtRBBHaSlH58+ncutWBv/6180iSPW+fRx95x0cJSV4rFa8DQ0EvF6KVqygtMlnoLHfGT/+cSsRxFNfT8W2beL827MHd20tALJGQ0hyMvHjx5M0dSqhvXt3mfjnd7upP3qUomXLKNu48aSYJ8voIiKIufxyUmbMIGrEiFbnAoCs06GPjGwWPJrSYFQXUTpMWYWNV97awYmCOp74+RhOFNazZn0eRaVW6upc+HwBeqdHN15hxAAAIABJREFUMmdGP267YSAJ8ULAc7l9bNxawEOPLeGqK3u0KYJUVjl45a2d7NhVzK8euYLBA2KxO7ysWJ3Li69v5/abBrF3fxk79xSjUauYOa0P0yan8+b83ezcWwIKTJ/Sm2d+P5HU5JO+DHaHh01bC1m45DBbdhZRXe1EQUGrUZEYb2HqVb24cXZ/MnqfNNy12Tx8+uUhvlhyGKfTi8vtR6tVMW1SOnGxIbz4+na+Xn6U2jonSBIDM2L44n83E2rRCzNyq5tvVuSw6Jsj7M4qw+PxEQgoaLVq+vWJYtrkdK6b3pfkxPZTbrUaibHDIC4SjuTBrkMKk0Z38lomSSIV5D//gT/9CZYtE5Ef8+YJ8WP8eCECdBfDhon7rFdeEQarsbHw1lsdNw49VyIiRKTzv/8tDEAPHBCTfWlpwsOtVy/o3TsofHQDq1nN/dxPPPGsYQ1GuvE8CxIkyFm5qEUQABMm3uEdZjKT27iNV3iFNazhCZ7gHu7pnkYnTBCzBDfeKMw9H3kE/vxnIRRcyhw+LMrWLlgAtbWg1YoZkTlzRNTH6fmxneEPf4ClS0UEzSOPnHXxgN9LaWE2W1b+D1mWGTDyarRaAzZrNYXHs9ix9hMa6quYfutvsISLkmxanZGMoVdhCY/D5WygrqqYg7tWUlmax851n5G9bx0pvYdhDo3G63EiyypCzOGN6xoYkjmD5PQheFxOnPZ6jh3cTH7O7g7tns/rYd/WJVRXFJDUYyApvcRsTm1lEUez1rNpxXtIsoopN/4CAEmSiU/ph0qjBQXsDTVsWv4uKrWG0ZNuR605ecMvy+ozRIFAQIFvtyrIEkzJ7HhkTuTQofSYM0fk1SMMCnvMmUPksGEd3sbFSvSoUZiSk6k5cICaAwcwJiS0GkTV7t+P7cQJ9I2DLfUpg3x3TQ21+/ejj4khYujQ5qgZZ3k5Fdu2cfi115Akib4PPtglkTMBv5/iFSs4+J//4LXbiRo+XFTMUatxlJZSuW0bB+fNw1lRQcYDD2CIj2+euU2aMgVTcjLu2loa8vIo37QJe2EhOQsWYM3NxdyrF/Hjx+P3eNCYzS3KEdfs28fBefOo3rWL0D59SJ4+HV1kJD67nZoDBzj+ySc4y8oY+NhjhPbt22bFoM7isVqpP3IElU5HwsSJ6KKjkdVq3NXVVO/Zw/GPPsLvcNB/7lzMaWkt1i1bv57Dr76K3+0masQITKmpyBoNPqcTZ3k5Kp2uzcpFzspKcj/4gIIlS7D07k3ytdeiCw9H8ftx19XhKCtDkqRWg3tnRQXHP/uM3A8+QGMyETtmDCGJiQR8PhqOH6dyxw7qDh3C53CQOmsW2o54InUTpuRkkqZMwe/x4KqooGzDBmwFBcSNHUvUyJHNy6m0WiKHDm2xrt/lonzzZg6+9BKO4mIihw0jaepUZJ0OZ0UFVbt2kf3WWzhKSuj74IOEpqefc3+VQID6nByOvP46pevXY0pJIWnqVPRRUfjdbmoPHaJw6VJsBQUMfOwxok/ZhyaM8fEkXn11swGtJiSEyGHD0IaFNUe4XSyUlduY/+E+auucDB0cx/gxqXi8fg5nV7F24wlefH0bBr2anz7QNaaPlVV2Fn1zhPS0CK6bnsGqdXl8vPAgh49WEQgozJnZjy3bC1m9Po+J43pw3x3id9/p8rFlexFP/30dh49WMebyZKZNSifUrKO6xsmOPSX869WtlFXY+NNvJxAdKQZqphAts67pS3JSKPVWFycK6vjy6yNkH6vi7f/tYem3OVxxeTJxMSYcTi86rYqoCLGu0+njq6XZPPncOtxuH1eN70nvtAhkWaKgyMrmbYU8+exaSstt/ObRK5qjR05HkiDUBKMHSyxZr7B2p8Kk0d/xAP7858IM/8orRUrK3LniHqk7BZAmXnoJHnxQGKxOntz90R+nc9114hnkvLGf/VzP9RgwsJzl9KXticIgQYKcPy56EaSJOcyhmmqe5mme53nu5V4+4zP+yl8ZRAdqj3eWyZNFyOBdd4kZg08/hd//Xly4LiWF3OkUkS1vvw1r14qwy379hEv6HXd0TS30nTtFPfiRI+H11zu0iqIouBxWlECAabc+QVR8T0BEXhw/tJVvPnyO3IObObx3DZdPvBUQQkbG0AlkDJ1AIOCnNP8QB3Ysp66qiCN71zBq4q2MGDcHU2gUfr8Xu7UalVp8VmqNltTew0ntLUwE3U4bPp+nwyKI3+ch9+BmMqfczZXTH8BgtIg0A4cVQ4iFDUvfYd/Wr5kw4yG0eiMqtYb+IybTn8koSoDK0rxGEUTL2Kn3ojd2zOdFURSsNjiUq6BSiZu/jhI7diyRw4eLO8fGQfHwp54Sof2XeCSINjSUuPHjqc/JoWj5cuLGjm0lghR9+y1eu53ka67BEBfXYgAcOXw4Ax55BHPPnhji4pojL/wuFwVLlrDrySfJ+/xzetxwQwtR4btiKygg5733sBUWkvHgg/S+5x6M8fFIsozP4aBw2TL2P/88uR99ROSQISRefXVzCkbi5MkkTp4MQMXWrVhzc7EeO4a9sJC0m2+m1x13YEpJQQkE8FqtzakiHquVYx98QMXWrcSPH0/GAw8QMXgwKr2Yma3JymLfc89RsmYN0ZddhjEhoUsG+WF9+9Ln/vvRmM2YUlKaP5eAx0Pp+vXs+9vfKF61isSpUzH17Nni2Fbu3Imtcb/6z52LqUeP5vfdNTX4nM42RamG3Fzqjx5FYzbT5957SZ01q7ldv8eDo7QUjcmE1nLK905RKN+0iYJFi5C1Wvrcfz+p112HrrGSgb24mGMLFpD74YfkffoplrQ0Yq+44oJ9dyKHDWsWMOsOH8ZRVoarqor4CRPo+6MfnXHdhvx88hctwpqTQ+p119HvoYcw9+qFJEl4bTZK167l8KuvUrh0KaaUFEzJyW1GZnQGd00NxcuXU7x6NZFDhtDvJz8hZtQocf75/dRlZ3P41Vcp/vZbCpcsIbx//1ZpR5a0NIz33tv8/VSHhJA4aRIBn++iSYdporzSTvaxan7x09Hcd8dQzCYd/oDC0WPV/PX5DXz0xQGWrszhvjuGYjCc+z2ExyvSV57942TCw/RoNSpef3cXxaUN/PvZqYwdncJrb+/kH/M2s/9QBSCuJ2XlNl5+cwcHDldw240DefShy+nXR9wHuNw+Nm4p4LdPrmThksOMzUzh1jkioigkRMuMaX2YMa0Pfn+AXftK+XzxYfLy6/h6RQ4P3zeSe28fSmxMCB5vgMpKOxqNikBAobC4nudf3kJVtYPHfjKaRx+6nMgIA4qiYLN5+Pyrw/zxr2t4673djBqeyHXT2x8gajRw2UCZL1b52XkoAOcSFRwfDzk5wu/is89Eqkp+vpgg6k4kSbQV5AdBFlmMZCQKCstZ3j1jliBBgnSa81MLqoswYeLv/J11rGMiE1nCEoYwhFu5lX3s6/oGe/USBlGvvCLcsefOFWke//2vMNC6WLHZYOFCkd6SkCCEnE2bRGTL2rVw6JCo594VAggIkSgQECGdnbhx1hstDLhsSrMAAqDR6EjuNYT+IybjctrI3rsWRWk989sCBWIS0sm8+k7MYdFIkoRarSU0Iv677lEbSIRYIrl84q0YGgUMSZLQG0wMGT0DUHDaammor+rCNoVmdaJEweYAsxHSkjo+AFPr9egjIloMMvUREaj1+u+FwWnytGlozGbKN23CVVXVIkLAY7VSvnkzitdL0tSprVIOVFotcePGtUo9Uen1JF97LYboaGwFBXhtNvEhnCNl69fTkJeHpVcvesyZI0xmG6Mu1EYjqbNmETdmDAG3m5I1a85qeumpqyNqxAh63XYb5p49kdVqVFot+qio5sFr7YEDVO3cidZiodfttxM5bFhzyoskSUQOGULCxImojUaRQtJYDvlckTUaEenSu3eLgbTceMwt6ek4Kyrw1Na2iuqQ1WokWSbg84nUn1PMM3UREYQkJrbpzyGp1UgqFZIk4Xc4xLqNn5tKq8WcmtoqDcxrt1OxbRsNJ06QMGECiZMnNwsgACGJifSYM4eIYcOoycqiet8+fI2pMpcUikLtgQNU7tiBJT2d5OnTsaSnN/8GaEwm4idMIHHqVLwNDVTu2oW9yRTyHLAeO0bZhg1oQ0PF+T127MnzT6UiLCODxKuvRtZqqT18GFtBQattyBoNWrO52fOnyeNFa7F0SdRSV6JWy/TrG8XNswdgNonzXiVL9EgOZeqkXvh8AaqqHVTXdk3FLK1WRVqPcAb2i8Fs0jJ4QCyyLJEQZ+aqcT0xGjX0To/E6wtQXSPa9Hj9HD5aybdrc0nrEc5jP8lsFkAA9Do1I4bGc/P1A6itd7Fk2dGzd0SB/n2jmfvgZcTFmpAkCZ1WRVKiuE663T527C7hwKEK0tMi+Mn9I4mMaPw8JQmzWcfsazOYOa0PtfUu/vdJ1hl/cjVq6J8mshdz8sXfc+bTT0UaTFkZZGZ2yW9+kCAAueRyDdfgw8fv+B1XcdWF7lKQIEEauWQiQU5lLGNZzWp2sIP/4//4uPGRTDLP8iw3czMauihaQ5ZF/mZTRMgLL4hokGeeEZEh99zTqYF/l+PxwPHjcPCgcBvfsAG2bAGvV7w/ZIjIe+2qqI+22L5dOK8PHtyp1bQ6I0k9WyviGp2BpLRB+H0eqisKcLuc6A3tp4toDSH0HzH5jCkl54osy0TF9iAsMqHF65IkYw6LASQUhG9JV6IAZY26SnSEhOaS/MZ2D+GDBhGank751q1U79lDSFJS82CpZt8+7IWFhKSkEDFkCHIb31F3ba0waywvx+dwEPB4mm9+m/w6mgbT5yoZ1e7fj9dmI3XWLGG4epoIJavVRI8aRfHKldRkZeGxWjnj2SxJJE2d2iJt5nRqsrJw19aiDQ2laudOHEVFrZZpOH4cxe+nIS8PT0PDOexhSzxWK7b8fBwlJXgbGvB7PM2+II7GcsJ+t1v4Q5wSoROTmUnV7t2UbdiApFYTf+WVhPfvjzEpqUU60+mYe/YkasQIjufmcvyzz/DabEQ2CjHtGdw6y8txlJQgyTKhGRkY2jA/NPfsiSUtjZJVq7Dl5+OuqUF9MZd9bIOA34+juBhHSQmxmZnN1Z9ORWMyYenVC2NCQrO5rOW0VKXO4igtpT4nB63FgvX4cXI/+KDVMvU5OSJVqqYGW2Fhm327VAgxauidFkFcbMsIFZ1OTVRjSonPr+BweL/T9pXTBuZ6nZrEeAuSBCqVjMmkRaORiY81YTbrcHtEpIgSUHC7hZhot3vZu78Ml9uHzxdgw+Z8NmzOb7Fdr8/PicI6XC5hwOr3B1CdoR672axl9rUZzcLP6ThdPrbvLkanUzN8SFyr4wNgMKiZOimdV97aya69JbjcPgz6ti92sgQxEeLaaHeC3aVgCekCUX/lSnEfs3u38EXbuvX8p6kE+V6RQw6TmEQ55SxgAXdwfioSBgkSpGNc0kOqy7iMZSxjBzv4Db9hLWu5kzt5jMe4hVuYwxzGM75rTFRNJiF6PPKIyOd84QV46CF48kn48Y+Fg3Zq6rm3AyKS48gREbFx/Liou15bK2rJ2+3C0dtuh4oKkVN66mxqSAhcfbUwc732WhHN0t2UlcFlnc9zllUqDCGtw+9VspoQi8j39nk9OO11ZxRB1GotccmtTeW6EklWNXuTtHhdkpBV6haVOLoUBWqtCpIEYa0LYvygUWm1JE6dSnVWFkXLlpEwaVKzCFK0YgU+h4O0W25BFxraSiioy86maOlSyjZuFBEQsgyKIpaTJJwVFeJ7pShdMivoqqoSlTDi4toUZADha6LX46qsFILMGZC12rNWLXFWVuJ3u7EXFZEzf367ZpeSSoU6JKTLooMa8vMpWbWK0nXrsBcUiO+E1GgFLEk4SkpOVro57djGT5iA3+Wi8JtvKF27lootW4gaPpzoUaOIHDoUc1paq6geAEN0NGk33YSs1VK2bh1H3nwTU0oKMVdcQdSwYUQMGoQ+Nhb5lGPgqa/HZ7ejCQ1Fa7G0eK8JWaNBFxGBOiREmJHabF1yjM4nfqezuUKPJjS02Sj5dLShoegjInDX1uKtrz+nNhVFwdvQILbV0MDxjz8+Y+SGNizskp991+vUREe1PjdlWUKjlkWhNeU7XCPaWbxJ+AAR4CTLEmq1TGio+H2RENcnhZNtejx+SsoaCAQUThTU8fTf17XbbFKChVCLHq/3zCKIXqdmYP/2TYP9/gBlFTbUapmUpLA2l1GrVfRIEe85XT5qah0kxredMirLEqGN18KAAlYbWLpi/kOtFiahw4aJFN/UVGhDOA4SpCN8y7fcyq3UUce7vBsUQIIEuQi5pEWQJi7jMtawhmKKeZu3WcACXm58mDFzMzczjWlMYhLhnKPJocUCv/sd/Oxn8OqrQhB56ikRGZKZKcqqTZ4sIjA6MotQV4d640Yi163Dkp0t6tjn57d/Q2ixiMgTs1lcpK+4Qrh6Z2SIi/fAgefsWaKgsJGNxBNPOmcxyFMU/I4GVJaOeVyc1lDbN4QSnSobJssyOkP35odLkoTuDEJMd+JtzAgIRoG0JnHyZLLffpuKbdtwlpejCwvD09BAxdatSCoVCVddhfq0QbOnvp4jr79O/qJFhA8YQOLVV2Pu2RON2SyEAkli37PPYs3J6bJ+Bnw+UBRkna7dwWCTCBHwets0/zwVtcGArNWeUbhQ/H4IBAjr25f4iRNbVUU5FY3Z3GYkRGfx2mzkffopOQsWoI+KIuaKKwjt3RttWJgo4ypJ5MyfT/nGjW33IySEHtdfT8TgwZStX0/l9u1U79lD2YYNRAweTOrs2cSPH99sZHsqYf360T8xkdjMTErXraN6715yP/yQoqVLSZg0idTZswnLyEDVmO+v+P0ogYBIwTlTBSBJEoNJn69FmeLuQvH7u7QdJRBo3p6sUrVb7ahJAFQCAXG+nlOjivhtDwQw9+wpDHnPcP7pwsPPOfLkQqNWyxiNXesXFlAUfL62zwVJArXqtIgySUKjbv++Q1EU/L4AWo2KwQNiufn6AWdsPyLMgCyf+VqsUkmEmtuPhlUU8HoDSBLode0IsdDcjiile+bz/9Qudal2ZjRCVpZIIy4uFhVUHnusCxsI8kNgD3uYxSxcuPiIj7iFWy50l4IECdIG36thVSKJ/F/joyk6JI883mp8SEiEEsp93Md4xjOWsUTS+ma6Q1gsoob6L38pqqK89x58883JevMmkyg/lp4uSqCZTEKcaGgQ0RtFRcKQq6AAI4hCWbIsPEduvhn69xfP9HSRxhIefn5cy4HNbOZKrgQggQQyyeQJnuAyWkd7PBz4Ma97FaZkbWF5J9sJBHzYG2oIi2zp3RHw+3HY6gBQqdUdMBGVkKTuzw+/ID4aElhMEooCdV2XrfC9wdyzJ5GDB1O4bBmVO3Zg7tGDql27cBQXEz5gAJb0dDH4PoWa/fspXrkSXVQUAx9/nNjMzBbeFUogwMF587q0n7rwcCSN5oxRHs7KSvwez0nB4Ax0xA9BFx4uSoxGR9NjzhxCGytsdCfWY8coXbMGSZLoc999oqLKKQKpEghQvGLFGbchyTKhvXtjSU8naepUKrZuFZEl69djy89Ha7EQP2FCm4N5rcVC/PjxRI8aRd2hQ5SuW0fR8uXkLFiA3+2m30MPYUpJAUQKiNpgwNvQgM9mQwkEWh3XgM+Ht74en8OB2mQ6Y+RNhzlFbGhL7PI5HPgcXZdWp9LpRKSPSoXXZsNrtbYpSHhtNjxWKyqD4ZxNR5u8OzRmM/roaJKnTSNiyJBz2uZFz0n/6U6tAxAIKPj9CqrTRA2v109tXdf50Gg0KqKiQpBkifg4Ez97cNRZRY6zI51xGyqVRHSkEb9fobSs7Ugqnz9ASZm4wOm0qnarw4AQhuobNyNLEGrq4uuyTieqxCQkwK9/LdKhL2TKc5BLitWs5hquQULiFV4JCiBBglzEfK9EkFNpig4BOMYxlrOct3iLwxzmX40PACNGrud6buAGJjCh85EiajXMnCmeDgesXy/MR7dtEz4d27a1vZ7RKPJPx4zB1b8/5UlJGMaOJaYLShOeK6MZzR/4A9/wDfvZz+eNjzu4g1/xKw5ykNd5nSKKOKE6AUBunL3T7Xg9LsqLc0jsMaDV66UFR5BVakLDY9HpL/Va6hJqTaPbvKLgdjk6XB1GAmIaT8mqWoVAQGhlQQSSLJM8fTpl69dTtHw5yddcQ3FjKkzKtde2OZirO3IEv9tNzOjRhPfv36oKhi0/v03TznMhtG9fNKtWUb1nD576enSRkS1EtYDfT/W+fXitVmIyM7uk8kVo375oLRbqsrNxlJRg7tHjrOLKuWLLz8dTX4+ld28iBg1qWY0FcJaV4ayoIOA9uy+CJEmEJCXR88YbiRo+HE99PcWrVlF/9Cgxo0cjn+EYqQ0GokaMaO7DoVdfpXrPHmwFBc0iiCEuDn1MDD6HA2teHu66ulZlV51lZdgKClB8PkISEs4YzdBRZLUaWaXC53DgP03sUBQFR2kpjrKyM25DUqmQVCr8Xi9+j0f41rQzApd1OgxxcegiIrAVFmLNzSX6tP3wuVzYCgpwlJQQNXw4IUlJ57aTgD46GlNqKo6SEmoPHyZ84MB2U7K6i0AggN1up6amBrVajcViwWy+OPIKVbKMTiuOh8cTwNrgJjzs5ODf5xeGpnkFdefsSdSE0aChf59oFEXh2PFajp+oJT2te0sN63RqBg+M5d0P97Jnfxn1VlcrkcPl8rFhcz5qtUxaj3BCLe2LDoEAVNaI8A+jHkK64/YgJkZE9m7cCK+9JsrpBglyFt7iLX7KT9GjZyELgyaoQYJc5PwghlPppDOXuexmNw4c7Gc/L/ES13ItPny8z/vMYQ5RRDGGMTzLs6xmNUp7ybjtYTTCtGnwt7/BmjXCs8NmEzXod+4Uz9xcqKkRnh579sAHH+B59FEcl1+OcrHcnKHiGZ5hF7tw4uSP/JFoonmf9xnGMO7kTjawgXzySfDHctcCyH723k6343I0kL13Ldba8ubX/D4vFSXHyN63Fp0+hPQBY5DlS9+cTG8wodOHEAj4yTuynUDgZLivoigE2hlwSxIkxwtD1LoGqKi5tPPmu4PYsWMxxMdTtWsXNfv3U75lC2qTidgxY5o9Qk5FpdEgSRKuqiq8Vmuz2KEEAqKU7YIFuKq6tspP3NixGBMSqN63j9K1a3FXVze36/d4qNq5k7INGwh4vcRfeWWXDLajhg8nrF8/nBUVFHz1FTUHDuBzOlukoHltNuqOHMFeUtIhYeJsSGo1yDKeujo8dXXNaRVKIICjrIwTCxe2m2bkczqxHj+Oo7S0RV8URRGpP2p1uwN9R2lps7nrqfunIPxTZLW6RaloED4UkUOGYIiNpXzDBso3bmzh+eGuraX422+pycrC1KMHYQMGNJcfPhe0YWFoQ0NpyMujPidHmMYijpG9sJCKbduwn8WLoKncr8/hwJaf37KyT2MqStNxkCSJsL59iRgyhPojRyheuVL4sjSdf243NXv3UrZ+PYrfT9iAAZh69Djn/bT06kVMZiauykqKli2javdufPaTYrmiKPgcDupzcrDm5p5ze23hdrvJysrivffeY9GiReTl5XVLO98FjVYmMsKIQa+musbBpm0F+HyNn4k/QHGJlWUrj1Fe0XU+NAaDmmGD4xg2KJ78wjremL+LY8drmtsFEZVSV+/iwOEKCovPzRsGhGdI5mVJJMSZOXC4gs8WHaLeKqJbFEXB5fKxfVcxC5ccwRSiYc7Mfmf0IPH54WgBqFWiWtoZFj03Pv9c/F48/XQ3NRDk+0KAAA/yIA/wAGbMbGBDUAAJEuQS4HsbCdIeEhIDGx9zmQtANtmsYhVLWcpa1rKZzQBEEcVsZjOd6VzN1Zj4DrOzISHnx5y0C/HhYzWr2c523ud9jnAEABkZFSq8eJGQyCCDF8ueYNLd98BvWg82z4aCQl11CZu/XUBy2hDUGg32hjqO7t9AWcERUvuMoP+IySf75fVQWZaHz+PC43ZSUSwGU16vixPZO6mvLkWt1WMwmomMPWlSqygKPq+bytLj+LwefD4PLruV6rITKEqAhtoKju7fgEajQ63RodUZiU5I6zLxRZIkNFoD6QPHcGj3SrasfJ+AEiDEFI6iBPB6XETG9SAhpV9baxMfpZASB/mlsOOgwszx3ZeW4ygpwVFejt/pxFFa2uwlUL55MyEJCagMBgwxMS1KvALYCgrw1Nfjd7vxu91ikN84kK3Yvh1XVRUqgwGVXo8pORmNxdJl6UWG6GhiRo8m98MPOfr229gLCkicMgVDXFybM8/hgweji4qiJiuL3I8+InLoUFQ6HV6rlYqdO6k7eBBZq20z5MZeXIy7tha/203A7cZdU9M8sKvZtw+50WRUpddjTEhAFxaGpFIRPnAgKTNmcHT+fLLffht3bS1hGRnIGg2uqiryFy/GduIEcWPGEHfllc2Dbb/Lhb2oCI/VKgar+/bhs9kIeL1U7dlDwOtFpdeji4jAGB/fIqrFEBNDzxtvxFVZScHXX+OuqyP2iiswxMYiq9XCNLW4mOq9e0maOpXEyZPRnmOkiCU9nZDERCp37ODEwoW4qqrQWCz47XZqDhygZt8+Al5vmx4cntpa8j77DJ/D0aKqi9/tpnrPHmoPHcKUmoolLa2VuFW5YweV27djiI8XZXQNBhRFwV1dTeHSpbhra4m78kqM8SdT7yRJIm78eOqOHCH/q684On8+zvJyQpKTIRCg/tgxChYvxmO1kn7HHUQOHdp8zvrd7uYyv03nfM3Bg3gbGpBkmZqsLFR6fXMqijEuTph/AmF9+2Lp04eqHTvI++wzvA0N6CIi8LlcVO3YQW1WFlqzuUV54NPRRkRg6d0bbWgo5Rs3oouIIGLQIGS1Gp/LhSE6mvBTRJvQvn1JvuYaGo4fp2DxYgIejyj3oxlwAAAgAElEQVSZrNPhqqqieNUqKnfuJHr0aBInTWoVwfNdMMbHkzRlCnVHjlC5cyf7X3iBhKuuwhgfj6zRiGNYVkZNVhaW3r0Z2A2z7Tabjb1797J8+XL69u3LqFGjuryN74pGrSIlKZQRQxPYk1XKK//dQW2dk/BQAw6Xlz1ZZXy1NJseKWG4XOfo0dKIJEkkJpiZ++Bl/Pmf63n3g73U1bvIvCyZiHA9sixhs3nIK6jj2PEapk1KJ/l6YV7ucvvIzqnG5fJid3g5cLgCAKfTy4bNBRQk12MwaAgL05Pe86SIq1bLpKdF8ODdw5n35nae+88mauqc9EmLRFZJlJTZ+HzxIY6fqGXa5HTmzOx/xn3wemHnQQWNGkYO6MYU1ZgYkfZcW9t9bQS55CmmmDu5k7WsJZ54lrKUwXSuUmKQIEEuDD84EaQt+jY+fspPceNmGcv4J/+klFL+2/hQoSKccH7KT5nKVEYxCvUlcvgUFLawhRxy2MpWvuVb4omnkEKcOIkiimqqCSOMAgpw4mxe14yZgQzkd/yOOcxBh451rOP3/J5NbGJy4j3M+AqeLKxmRCf7ZTJHMvjy6RzYsZwje9eAouB0NCDLMukDx3LZhJuIjj9plme31bL6y5dwOWy4nQ3YG8TNidNuZc3iVzCawtEbLcQl92Hazb9qcQRs1mpWLZyH2+XA43bgdtpoqK8i4PdRkn+Qb97/K1qDCZ3BRGhEHNfd/UdkbeeFnfZQqTWMmXovbqeNipJcvvngbxhNoY3eAH7GTru/TRFElD+EK0dIzP9KYfU2hZnju6xbrShetYqCr7/GW1+Pu7a2eSZ//z//iTYsDI3FQtLVV9PnvvtaiCC5H3/cXAbW1+gt4HOJ2b5D8+ahjYhAYzKhMZvp/5OfEDViBFIXpmYkT59OwZIllKxaBZJE8jXXtDJEbSJi4EDSbrqJomXLOPbBB5xYuBC10Yji82GIiyP9zjs5sXAh5U3+PqdQsGQJldu3466rw2ez4W1owFkuIply3nuPwm++QWM2ozGZSL/rLuLGjkVtNCKr1aTfeScKULJyJccWLBCpKbKMz+FAazYTP3EiGT/6EaaUlOZj66ys5Oi771J/9CjehgZclZUincTnI/uNN9BFRaG1WIgcPpzed91FyGnlWxMnT0bx+8lfvJi6Q4eo2LoVWaNBpdUS8HhQAH1UlDAH7YJUBUuvXqTOmkXA66VkzRpK161DExKCEgigi4ggZcYMDPHxFC1b1mpdSa3Ga7VStHw5J1wuEf2hUhFwu0GSMMbHkzprFhFDhrTqqyTL1GVnk794sajYpNMJg0+PB7XRSNyVV5I6a5YQOE7tb1oavW6/HUmjoXzjRg699JI4LxvNQfXR0aTdcgs95swhJOFkeWxXdTX5X35Jxdat+Ox2vHY7rqoqEZEhSeQsWEDh0qVozGZCEhPpefPNxI0ZA0D4gAGkzpqFz26nYts2KrZtQxsaiqRWow0LI2HiRKzHjlG2fn27x1mt1xN35ZXYCwspWb2anPnzm0WXgNdL4pQphKSkNIsgGpOJpClTCHi9FCxeTP6iReR/+SWSRkPA5UJlMBA3diw9b7qJqJEjv/PnfyqyWk3UyJEMmDuX4599Rk1WFgdffBFJrUbWapuNZvVRUYQPHNglbZ6OzWajrKwMlUpFfHw86RdBuumpJCdaePj+Ecx7Yzs795SwfXcxEeEGNBoVFrOOq67siSxLfLLwYJeJxmaTjplT++Dx+Pnky4Os2XCCL78+gilEi0ol4fGIqJD+faOwnJKWUlXl4Om/r8NqdVFndVNVLVK5amqdPPOPdURGGgkPMzC4fwzP/mlyizYtZh0P3D0cp8vHitW5vPDSFgx6DbJKwm73EBZm4ObrBzD3wctIjG8/2kpRwOaE7QcC6LQwZlg3+3QZjcLHLUiQNniGZ3ie56mnngd4gHnMQ0/7fjZBggS5uLg0RvHnER06rmt8gPATWcIS/sf/2MMenm58GDEyghEYMPAwDzOUofSgR6eqmnQX9dSziEWsZCXllLOJTdhp6dlRSimBxocdOy5cyI2PiUxEhYqfKj9het0V6PxqMRI3q0AN4xnPRjayiU28YHuahdeu4Gveohfr+JIvGcCZHeeb0OqMDL58OnHJGeRl78DeUIMsq4iITiat3+XEp2S0WF6SJHT6EHT6EECUq+15mlmrJEmoNa3ziWVJxhAS2mZJ3tPR6000OdapVGpSew9DApLS2lb31Rotw8dej0qjwdjO9mVZRUr6MKbf9ltyDmymrroYr9uJSq0hxBzR7rZF32H2VTLvf+NnxZYANfUyEaHdc56p9HqMsbEo0dEARLdR+ljVToqJLjwcbejJ/W9rXUBEWHSxyWz0yJGk3XQTrurq/8/eece3VZ3//y1ZsiRLspZ3bMdJiLMnCUkgkABlh5EwQil8WwIFSls6aeEHZXyBAu23bDpooSXskRBGWSFAgJCQQEI2SZw4juO9tCzbGvf+/ji+lneWHY+c933pdWXdq3uPpCvrnM95ns+D3mgkbebMDl4fLac3Ghl9/fW4xo+nZsMGGioq0BuNJGVmkj57Nq6xY1EVBeuQIZhTU9uIPXqjkUSHo41BZsrxnct/7Qfq5pQUxt5wA6nHH0/1+vWEmlNQEh0OHPn5ZJx8MpbMzA6lWg1WK5b0dCzp6SR3MYgzWCydDpL0RiO58+bhGjeO6vXr8RcU0FRbi6ooGJKSsKSn4xg1Cs/kyZ2mDh0qeoOBvAULsA8fTtXXX4u0DlXFkpZG6vTpuCdNEoN+ux37iBFt3iOTy8Xwyy7DkZ9PfUmJSKdpjnSxZGSIUrcTJ7a5xjTSZswgwWTC+913Is0pGESn05HocGAfPpy0GTOw5eV1aqbqmTQJS0YG6bNmUbtpE001NaDTYUlNxT1pEinHH485JaXD8xJMJkxu9wFTl4x2e5vP1Gi3M/TCC7Hl5FC1bh0NlZXodDrMaWmkTJ2KZ8oUKlevxuzxkNyNma1z9GhGX3ddS5pLk9cLOh2JycmknnBCh2gOS3o6wxcuxD1+PFXr1lG/f78w4rXbSR45ktQTTsA+fHinpYIPF4PFQsYpp5A8ciTVX3+Nb+dOGmtqUKJRjElJmFNTceTn457YOzOnfr+f0tJSnE4no0ePxunsvETrkeBINnPaKcMYPtTF2FGpne6TmW7nh9+fzNAcRxthwZFs5oJzRpGRZuPz1fsorwiCDjLSbEyfksW0KVlsbo64GDdaHNuUmMD4MWl8/+LxTJ4gKjoZEoSXxhWXTmDWdOHnotfryM6yc9VlE1v2azmvw8yVl01kxrRsVq8tZtfuGvyBJlTA6TAzJNPOxHHpHD8pLvzp9GC3JWK3JTKk+eE5Jw1tc1y9XofZ3PE7ptPpSEu1cuuvZnPyrKF89c1+ysoDRGMKbqeF8WPT+d6cYWRmdJ9uFomqbNyhsmc/jBkGMyf2Yn8rGhUm9tIUVdKOAgr4GT/jAz7AgoWlLGU+8/u6WRKJ5BDRqYdctP7YJUyYVaziEz7hUz5lDWuIEM9dt2EjjzwaaeQsziKPPDx4cOEiSJAxjMGKFTt2kkjCjBkLFvx+PyUlJbjdbtLT0w+pTWWUsY1tbGELT/M0QYIUUYSCmM0xqYlMCORhUoxcW3ousyqGk1ebjKkJ8PlEqKffD14v1NRAVZXwMikv7zwMNClJVKyZNAnmzIHTTmPT/BFc9WYym4b6MGDgOq7jbu4mhY4DB0WJUVzwLf+47wpSs0Zw3f97Aav9CMsWD3JUFeobVL53XZQN38Hi+xJYeNYxYecjkUgkh4WiKHzxxRc8+OCD5Obm8rOf/Yxx4w5OoJf0P1QVfEGVmx5QePMThZuv1nP7j3vRL+yKK+Cll2D6dFi7tvfOIxkwlFHG//F/PMEThAlzBmfwBE+QT35fN00ikRwGMhLkEEgkkVObFxCiyEpWUkghG9nIdraziU3UUEMBBQd1TBMmLHYLppEmgglBsskmhxwUFHayk3zy8eAhRIjtbCeXXKJEKaKIUkqJEWtzPGfQwMWfmpi8ppG8QpWLl4QxNe1s3rr1wA1yOERpuIkTISVF/G0wiFmRQEAIIwUF8Nxz4mY2M9GRxsYJIdaUfcQvrbfxV/7KC7zAfObzOI8fnpeKpAWdDixmuHFhAr94MMa/lih8b4YOj7Pvo44kEomkP9LY2EhlZSXRaJTjjjuOEQPMm0vSlmhMZeNOlY/XKozK03HpGb00EaAocO21QgAxGKCT1D3JsYUPHw/zMPdwDwoKU5jCQzzEXOb2ddMkEskRIEWQIyCRRM7gjA6PN9BACSVUUEE11RRTzGpWM5axBAkSIEBR8zKEIYRiISqjlXgTvNRQQyWVRIgQJMh+2lYJ2MOeTtvi8MFbF8Ap35hg1ChhxpqTA3enCXPWxMT4zi5XfO10CqHD4QC3W/zoHwzl5fDhh/Dww/DttwDMvOt9Vv95NS/zMr/iV/yH//AhH/IYj3ExFx/ccSWdotfpWHA6fPyVnlc+UHj1A4XrL0tAL3UQiUQi6YCiKHg8HubNm8esWbMwm2Wu/kBFUVUqa+GvLysoClx/qZ5Reb3w47dyJdx4I2zbBpmZsGqV6BdJjklqqOEhHuIJnsCPHw8efspPuZM70R8bxTUlkkGNTIc5SigoLGc5T/M0VqysZS2NNKJTVIbXesgtNNKg87FmeCnFDj+RhLYlU3WquFkaILUKhu+B+ct0HO87jumeszFMPQGmThUCSA/mdB+QcBhOPhnKyqC0VHQiTjqJJpp4hEe4j/sIEGA2s3mMx5ikTJTpMIeJqqrs2gcPPhNjaKaO269L6KyAiUQikUgkgwZFUdlbBn/+d4wUl45bFyWQ1FO+5cEgvPMO/POf8PHHYDTCTTfBXXeBTUaxHosUUcTDPMy/+Bf11JNPPrdwC1dyJUZ6ztBdIpH0LVIE6QUKKKCQQl7hFbaxjWqqKaAAlQO/1ToV8ncKoeOCt2DRM+CpQfww5+XBhAkwbRrMnClEj1YmgeGwQkVFBK83SkNDjEAghk6nw+02MHZsEomJvThi3rZNtCslBb7+WpSXA8op5y7u4l/8C4Cr1au5cc/lvPa/N0oRRCKRSCQSSe+jqlBcLNJ5v/tO9FnWroUNG0S6r9EIl14qxI9uDIklg5eNbORBHuQ1XiNKlIlM5FZu5TIuk5EfEskgRIogR0gjjWxmM0/zNC/xEgECHcSORBIxxvTM2ulh1vs+LngxyJAS0Dvd+E+fzisXxdjniXGhchHfc52JSU0UP9herxA5bDYhKrSa9q+tjbJlS5Bt20Js2xZiz54GKirCdPVpjh1rZfHi0Z1v7CmeeQauuQbOPBPee69NezewgV/xK1ayEo/i5n8+Ookz607m1AtvbK72IpFIJBKJRNJDbNgAH3wAn34Kq1cLE/jWeDwwa5bos1x6KWRkdHoYyeDmIz7i//g/PuRDVFRO53R+w284m7P7RcVHiUTSO0gR5DD4mq+5j/tYy1rKKGsjepgwMYIRXBpbgP27Eua+WsmUv3+FvrJa7JCfL35sFyyAKVNApztgdRifL8q2bSG2b69ny5YQ330XorIy3LI9MVFHXp6Z3FwzGRmJuFwG7Pa4t4fXG8XjMXDhhR2rtfQ411wjxJDbb4d77umw+QVe4Bf8ghpquIZreJInMSFL0EkkEolEIjlC1q+HF16A11+HffvEYyaTiFSdNElEeYwZI/piw4b1bVslfUYjjbzIizzCI2xmM3r0LGABt3ALx9N52XuJRDK4kCLIQVJLLb/n97zACzTQAEACCXjwcAIncBEXcWL0BMYs3w+vvgpvvhkvMTtxIlx4ISxcCJ2U6GtoaKCurg6r1YrD4aCuLsqGDUHWrfOzcWOQgoIGlGaLkIQEHSNGmDnuuCQmTLAybpyV/HwLBkM/UasbGmD2bGGW+t57YoalHWWU8UN+yHKWcyIn8gZvkEZaHzRWIpFIJBLJgMbrhcWLha/Hli3isdxcmD8fzjtP9EksPWUiIhnIFFLIUzzF0zxNFVXYsHE1V/MLfsEIZAUpieRYQoog3aCi8njzsoc9KAglwoWLH/Nj7uIuLFhg/3544gkRAVFVJZ48eTJcdpkQPoYP7/Y8oZDC118HWLPGz1df+SkqamzZ5nYbmTrVxuTJNsaMSWLUqCTM5o65iYqi8vrr1RQUhFoe0+t1WK0HNkm1WhNITNRhsyXgdBpwOg14PEYyMhIxGg9DXCkogOOPh6Qk2LixxR+kNTFi3MzNPMzDjGIUn/AJmWQe+rkkEolEIpEce3z1FTz1FLz8MoRCotrd5ZfDlVfCiSeK+vKSY54wYZaxjH/xL1awAgWF4QznRm7kWq7FgePAB5FIJIMOKYJ0goLCXdzFEpawjW3o0JFDDrdwCxdzcTxqob5epHw8+ig0NoqytD/6kUh3GTXqgOcpLQ2zeHE5775bQygkBJa0NCPTptmZMMHGjBnJ5OYeXKrI889X8Mgj+w+84yGg1+tISRFiSE6OiWHDzOTlmZk40YrbfQCH7BdeEB2Rs8+Gd9/tsjPyKI/yK37FRCbyBV9gQ7qxSyQSiUQiaYeqwubNsHSpED527BCPT58ON9wgBJCkpL5to6Tf8DVf8xzP8SIvUk01RozMYx7XcR1ncqY0O5VIjnGkCNIKFZXXeZ3buZ2d7MSAgUu4hJu5malMbbvzRx/BtddCUZFId7n3XhF2eRA1SwOBGE8+WcKyZdVEoyqjRiVx7rluZs1KZvjwwwvZXLhwGzU1EV55ZSxGo2hDQ0OMaLT7jzcaVQmFFJqaFILBGD5fFK83SlVVhNLSJkpLw1RWhqmtjbZ5Xm6uiZNPdnL22W7GjOmi0/GjH8Gzz4oomZ/+tMs23M3d3MVdXMRFLGGJ/GGSSCQSieRYR1Vh0yZYuVJEfaxYARUVYltamphwWrRIVMqTHBPcz/2sZjWNzUsFFZRQghUrESIANNFEjBhNNAGQQw7Xci3XcR0ZSPNbiUQikCJIM2tYw3zmU045SSSxkIXcyq2MpF2pNEWBO+6AP/4RrFa47z4xwE84cNoJwPr1QW6/vZDKyjATJli5/vosZs5MPuL2z5nzLXPnOrn77rwjPlZn+HxRioqaKCgI8e23QdavD1JeLsxZJ0+2cdNN2Uyc2K7Ki98vBKKqKuHSnp8f3/bVYxALw8xfouoTuJzLeZVXuYu7uJM7e+U1SCQSiUQi6cf4/bB8uYj2+OADqKmJbxs7Fs44A849F047DQyGro8jGZSkkUYVVS1/J5NMlCgOHHjxtnj2dUYOOcxhDrOYxWxmM57xctJNIjmGOeZFkFpquYRL+IRP0KFjJjNZwpLO/SkaG+Gqq4Tr+LRpIhxzxMEbKX34YR133FGI0ajjN7/J4cILU3osZbW8PExysoGkpKPzD11EpdbzxhtVvPtuLYqi8r3vufjlL7NJT0+M77hyJZx+OowfD19+GQ9Vfep4KFsPx50N85+jPsnCSZzEJjaxmMVcyZVH5XVIJBKJRCLpQ7ZsgfffF2bqn38OkYhIoZ08WYgdp50GM2aIkraSY5oqqviQD9nBDjaykc/5nDpEEYJMMrmAC7iES5jLXEooYStbWcMaXuRFokQpoqjlWHbsuHHzE37CKZzCNKZh5ACp3hKJZNBwTIsgr/IqP+AHRImSQQbv8i5TmNL5zo2NMG+eCMe8+GJ47rlDchv/+OM6br21ELfbwBNPjGTEiMHjVL5nTyNPPLGfzz7zkZSUwM0353D++a06K//7v3DnnXDWWaJyTnIyRBvhpfNh70q45kvImsZ+9jOLWZRTzr/5txRCJBKJRCIZDNTWQnm5iOzYvx/27hXlbD//PJ7iYjbD3Lki0uPCC0WFF8kxiRcvpZSyj30UUshWtrKRjaxnPSFEAYAEEpjKVM7mbOYxj2lMO2BkRxVVrGY1n/EZb/AGhRSiIoZBVqzMYAazmc04xnEqp5JKaq+/VolE0jcckyJIJZXMYx7rWEciifyaX/NH/oiOLsIyFAUWLBBlb6+7Dv72t4Py/tDYtCnIDTfsxG438I9/5JOXZ+6hVyKI1isEvgtTvyvSYZsxWY9jqglzRu+HjX7xhY8//rGIysoIl16ays0354q3SVWFf8ozz4hKOffdB5dc0mko60528j2+RwklPMIj/Jyf93q7JRKJRCKRHCZerzAs3bVL+KTt3SvSYEtLxbq6GsLhjs/T6USU6KmnikmSuXOlsekAJkqUcsopoYQqqqimmlpqqaOuZR0lih8/MWI00tiSvhIiRBNNBAniw9fi59EaBw6mMY0ZzGAmM5nNbFy4jqjNQYKsYQ2f8zkrWcla1ra0SYeOiUzkJE5qSaHJI++IzieRSPoPx5wI8jRPcz3XEyNGDjmsYhU55HT/pDvvFNEMCxfCiy8ekgDi98e4/PKt+P0xnn56FKNG9fwPfENplL1/97FvcaDlMaVJJVwVwzbKyIRHUkk74+h0LOrqotxyyx6++SbAuee6ueuuYXEh5PHH4bbbIBiEnBxRPeaSS0TIa6v3dC97OYuz2MlObuGW7gUqiUQikUgkRwdN8Fi/XpiVrl0Lu3d33M9shvR0yMyElBRITYWsLHC7xWPDh8OYMSIyVNJviRChiioqqaSMsjb3K6hgP/uppJJqqqmhBgXlgMdMJBErwkPOibOlf2fFih07LlykkkoGGWSTzQhGMJrRDGVor/cFI0RYxzr+xt8oo4ytbKWc8pbtaaSRTDI3ciOncAqTmUwCB+cJKJFI+hfHjAgSJcppnMbnfI4RI3dzN7dy64GfuH49nHACTJggPC0OIQUG4M9/LuaVVyq57bahzJ+fcpit755oQMH7TSP+zfGZlvrCKPue9WPOSDiqIghAOKxwyy17+OwzH1ddlc4vfpEd31hVBU8+Cf/8p5glAtEpOvFEmDVLvM9TplCdbeY8zmMta7mUS3mWZ7EweFKIJBKJRCLpM0IhqK8XRqRer5iciETE401NYlsgINJX9u2DkhJRkrYo7qmATgcjR8Lxx4vJjPx8IW4MHQoOR9+9tkFKiBA11FBLLTXUtAgPtdQSIIAXLwoKXryHdNwYMfz4WyIzggSppx4vXoIEu32uAwdZZOHBQwop5JBDRvPiwYMbN67mxY17QPbj9rCHVc3Lu7xLMcUt2+zYmc1sTuREJjGJecyTk3YSyQDhmBBBQoQYzWiKKWYoQ1nFKoYw5OCenJEh8lXXr4cpXfiFdHXekMJpp32LxaLn448n95gJ6sFQu7qRdd8vx2DVHXURBIQQcsMNO9m8uZ6HHjqOk09u1yFSFJEL/M478Nln4v2NtirD63YTmjKKq+7fz9Lpxcyoy+dN77Ok504/6Eo8EolEIpEMWBoaxMRBXZ3wJQsEOu5jMIDd3vHxmhrhwVFSAnv2QGEhVFYKb47qaiF0HApmsxA5xo0TVd+mTIHp08UkhuSICRCguHkpal72s78l2qKYYvz4e+38duwYMeLEiREjNmwtwkUaaaSSSjrpZJDRcj+TTJI49tKXaqllNav5gi/4nM/5iq+IIvqvGWQwj3lcyqWczukySkQi6ccMehGkllpO5mS2sY0pTGENa0gk8cBPBPjoI1GObe5c+OSTQz73iy9W8tBDxVxwgYc77sg75OcfCX0tggBUVIS5/PJtWCx6XnllHHZ7Nz8G9fXw7bfCJf6bb2D1aigsRGmo59b74U+/g6FF8PYCIxMMU0R0zrRpYgZq9GhZKk8ikUgGG01NQgQoLxcD+Lo6EblQWysG+cFgPIohGBS/I96DmAW320WkgskETickJsZTNpKTRdpGdraIaMjI6Po4DQ1CmAh2MVteVxe/Hw6L9oF4DdGo2O71inVdnRAnKivFraysc9HjcLHZRHqKxyNeq9MpHnM4xC0pCazWuKhiNIrHPR7xfqT0TiTrYKeWWkoppYoqKpqX/eynjLI2IkdXERcWLAxhCFlkkUsubtwtERae5iWFFJw4MWPGggUr1oPv50qOmBAhXuM13uItNrGJAgoAcOFiBjP4G3+TXiISST9kUIsgUaKMZjS72c1FXMRSlh5amNrQocLFfNcuEeJ5iCxeXM5jj5Xw4IPDOf30gzdvUppUGsuihPZFiXgV1KhKQpIOU7oB6zADRueBleVDEkFUiDUphIqiNJZEifoV1BjojDoMVh2m9AQs2Z2fV1VUYvUq9YURGsuixEIq6IQhq2WokeUbvdz3x32cf76HO+/M6/h8VaWhoYFt27YRjUYZ6fHg+cUvRKk8Db2epx8YyU9+vQtzWM8rVydxziutZkQsFpg0Sdy0kNxhw2DIENG5lUgkkr5GUeKDXZ9PDJy1QXQgIO4Hg/EBstcLsZj4W1HEc0CkLGiD7tb3W59H27c9rQfl7UlOFlF22iA4MVEMkp1Osa31YDk5WaxNJnA1/7Y5HHFvJ5tNDKLbo7VXW/t84rVXVwuho6pK3GpqxPpgBA0Q7dAG9ImJYjDfFaoqjuv1ive8oeHAx09OFmKAwSA+k3BYCDGh0MG171BITYW0NHHLzIwLM1Zr2/dYIxAQ10tDg4gW0T4Xm00IOenpov+SltbzbR3A+PBRS22LUSdAPfWEaZVW3OpvBQUfPiJECDYvESIthp7+5sWHjwCBlpQVzWSzM5JJZghDyCSTIQwhu3kZylDyyCOHHJKRnikDje1s53me51EepZ569Oi5mIu5jduYxKS+bp5EImlmUE+f38RN7GY34xjHEpYcmgCyYYPIgx0//rAEEICtW0UHKRo9eJ0p4leo+6qR8rfqqVnVQFOlgqqoGKx6bPlGMi+0kn5OEpacnqtlHg0q1HzRwP6Xg3jXNRKuUVAV0CeCwaHHNd1M7o+SST21bS6nGlNpLI1R8WGIinfq8W1qItagotPrMDr1eGabmX2pjROm23nnnRrOP9/D1Kltw3YVRaGoqIg///nPqOEw/1J9sH4AACAASURBVNy0SYTuLlwIixaJzvCTT3LN71YxfO8YLnminAteDvC3x+7j2k9GiDSa9etF9MiaNR1fXEaGCNd1OuOddy2dRqcTIb4NDR1n6WKx+DG0TmZrtI5mYmJ8gJCeLoSX7GzIyxPXTWbmEX46Eomk3xAKxWf+vV7xvyIYjM/oa4P38vKOs/z+Iwxlt1jE/ytoKzJYrR3FXo+n8wFz++dqaANoaCtSlJWJSYCuRJWexmAQg/6UFCFop6WJ/+GpqeL/q8sl/pc7nXFxoCvB5VAIBuNpIl6vSCEpKoLiYvGYFnVSXy8+h8RE0Tdwu+PiS2fvtdnc1kfMbhev0WgUz7PbxTE0kcXjOSTj9cOhllq+4zv2sY8yymikER89//nWU08TTXibFx8+YsQO/MROsGPHggUbNuzYMWPGTrwvYcLUkpZRhxD6NLHCixc/fqqbFx8+vHhbyqL2JIkkkkwyTpxkkcV4xpNOOrnkkkoqKaSQRRaZZJJN9jGZSnIsMIYx3Md93MM9vM/7PMRDvMZrLGEJ4xnPO7xz4IIMEomk1xm0Isjt3M7f+BujGMVa1h6wdngHnnhCrP/978Nuw+TJNlasqOs+DaQV0XqFms8a2Hl/HcGdYRxTTLhnmTHY9DSWx/BtaGLHvXU0VcUY/jMHRseR5xqqMZXAd2G231lLcEcE9ywznrkGDEl6ovUKTZUxYvUKsYa2jt+qqtJUGaPoaR+F//BjTBZiiWWIuKQCO8OUv1OPb0MT1/8mjW83BnnkkRKefXZ0G28URVHw+XxUVFSQbDTSFIvBAw/A738f32nhQrjlFk7985/5snoSZ7/s5bq02ylbeDd/WPhgfL+iIpFOU1Ag8p/37xfmqzU14jFt1rUrtI5sQkLnjvXJyUIMCYXit/p6MUDQBhDtMZuFA/7kyW1v0hFfIjm61NbGPRE0gcLnixtDauJGQ4PYXl8v/g4E4vvFDmEQpw3W3W4YMULcd7niN4tFCBhaVEVSktjHbI6nJiQmxgfOfY32noVC4v+d1yvWoVBbEaW1oNwZmhCtCdMORzwVpa9SLmw2ccvN7Zvz9xB+/FRQQWXzUtxq2c1u9rGPSiqPeruSSMLWvBwqYcLsYU+HKI1DPb+WOjKMYSSTjBs3DhyYMGHDhhEhpDlwtOkvJpPc4uugpZm0fp4ePQ4cWLBgxnxY7ZMMTvToObd5+YqvWMQiNrGJ8YznYR5mEYv6uokSyTFNP+hZ9TxrWMMDPIARIx/x0aGr7dXVsHixSKuYNu2w26EoYqZh7doAJ57YvVO6qqrU746w9+8+gjvDDLnczvCfObCPEjN8Eb9CxTv1fHd3LftfDuKaZiLtrG5Cfg+2jU0qwV0RvN804ZpuYtKTqVhHGFvaFA0oNJbGMA9pe6nEGlRqvmig8O9+Ej0JjPydk6yLbRhselRFpWF/lN0Peyl6OoD5lQYuOC+F19+oYtUqH7Nnx9+LhIQEsrOzmTNnDoqisPt//5e0WbPaNlKvhz/9CYBRf/4zX9rP5Zx/ObmDO9jLXv7BPzBgEOlLQ4ce3AtvbIyHQbuOrM48IDr+lZUieqi4WAgyhYUiqmXLlrZimk4nokSmTIGpU8V6yhQx0ymRSA6NSETM3Gvfu+Li+N/l5UIIrawU39GDxWqND4w9HhHZZbfHZ+9dro5/a9EJ2oB+sBk4a+LNICVEqCXNoY46mmgi1Lw00dFEtLVxpAtXi6lkT9FIYxtBo446aqihggpChKillrrmpZTSlqiOrsgkkxGM4CzOYixjySWXbLKxYm0jAvQUBgzYmxdDD3U1tZSU1p+JitqmGkr78qtWrJgw9cj5JZLDZQYz2MpWXuRFfskvuYZreJM3eYZn8ODp6+ZJJMckg04E2c9+LuRCTJj4gA/IJvvAT2rPK6+IGf85c46oLVrqRyh04NlDpVHF920TVZ824J5pZsRNDmwj4yHOxmQ9njkWMs63UvSMn8rlDT0igqgAioreCDqDDlVRUaIqeoMOnU6HMTkBY3LHzny4KkbpknqUiErmRVZyrrSjSxAhHjq9Dku2gdwfJVP2Rj3+jWEuvt7NsrereeGFijYiiF6vJysri5tvvpnGxkZSupsJfPBBKCwk8+nX+Wz83Vz2ywye4RmKKeYlXjq0HxKzOR5a3hMkJoo0mOwurrfKSmH8umGDuH37LSxdCq+/Ht8nO1uIIuPHw9ixwvB11Cgx0JJIjkU0gWP/fiEwlpcLcaO0NC56lJcLH4z2JCSIVIqMDOEXpPkseDxt0yo0zwubLe67IAGEr1YAET2nDUABggRppLHbahXaINiCBWfzcqgTEgoK5ZRTRBHFFLcM9EOEiBDBgfiskkhqGehqg2Ct7KfWbh++FiFBEw+0VAkvXiJEDuct6hQtPcOKlSyyyCCDvOYljbQ2ppU11FBFFeWUU0klZZSxl72UUHLA8xgw4MFDGmmcyqmkNi+ZZJJKKllkkUMOueQOyNKk7dGjbym3KpEMRK7gCs7mbH7Mj1nKUrLI4n3e51RO7eumSSTHHINKBKmiijnMoYoqXuIlZjP78A703/+K9QMPHFF7Ro1KwmLR8+233YQGNxOuVfBvCaNGhDDh3xzGv7ntzGWsQURmRPwKwYIIqiL8N46EBJMO2+hEHJNM1O+KsPOBOrLm27DlG7HkGEiwdJ5GFPEp1K1pRG8U5y97s+NrbKqIYbDrCdfESCxVmTvXyYoVdZSVhcnMjHcC9Xo9NpsN24EG+zqdiKjYupXk393L2yd9yo3Tc/gX/2IqU3mBFw7/M+9t0tLgzDPFTSMYjAsjmq/Ju+/CW2+1fW5OjhBDRowQESTDhgnBJCtLRI/0pJjT00SjHVOQ2j/W2T6Hgskkwupbo6U2dZWr35to6QCar4L2+lq/Ts13oT2t/R2cTnHNa69PM3zszANiIBGNxr0zqqqE70RlpRAztCogJSViW0VF5wIHiO9UTo6oFJWbK6LAsrPFY7m5QvzoR9EYMWKUU04xxVRRRSWVVFHVMhCPESOBBJJJbplBH8IQMsggiaSWAX9rQoSopx4fPqqal2qqKaMMP/6Wv714CRLsFe+HQyGJJFJIwYWLdNJx4Wp5XTZsBAm2mEoWU0wBBYedAtEdNmwt6RAZZODEiQMHNmwkNy9mzJ2+562po47a5qX1e+vHT5QoNdRQQgnf8M1B+2GkkkouuZzESWSRhQcP6aS3pHOkkoodO06cbXwxJBLJwMCNmyUs4df8msd4jLM4i0d4hBu5sa+bJpEcUwya6jBRooxnPDvYwW3cxr3ce3gHCgTELOHYsbBp0xG366yzNlFbG+GLL6ZgMnU9GAvuCrPj3jqKnw9gSNKRYOt+4JZyioWpi9NJMHUughxKdZhoUKF6ZQN7/+HHv7UJNQopcy2knm7BMcmEdYQRQ6v2qKqKd10Tn59SghpTMToT0HUjpyWmJDDiJgcFwxRuuWUPt902lPnzjyD3e+NGmDFDDHg2buRf1pe4iZtooomruIo7uZNhDDv84/clTU3w3XewYwds3x6/v2NH15UIkpPbeg04HHGz1tbiQPtQ9vamfV6vqJzQvj3aeTVPBJ8vXulCG9hrA38tzai+/tDSD44GrcWS1j4LmljSGa29Dg60vbNKHb2FxRL/fF2u+GvQPtPW3hJaCVCbre17oIks2vFai2nJyeK1tRZq2n/+2lp7XBN6vF5x3Wh+OZqhpGYQeiDBy2IRAkdWlhAyNFFDMx3OyhK3fiL+NdJIafNSTXWbgbFWFnM3u9nJzh6NNjgYnDhJI63FrLG1v8HB0jrKQivBqUVbdHc8H74OURh11FFJZct7U0/nEwRaWdCRjCSPPLLJJpdchjCkQ7WM1hEqAAECRBFG1lqahx17iw+EC9dRLx8aJUoJJexjH1VUUUMNevQkk4wVK5lkkkEGbtwydUMiOYb4lm9ZwAIKKWQRi3iSJ6W3jERylBg0kSA3cRM72MFpnHb4AgjAunWiQz9qVI+0a+HCVP7611LWrPEzZ07X+cKqAkpEJcGswzndTOrp3YcNW/MMbQxGjwSDTU/62Ukkj0+k/J0QVR/VU7e2kcoPQjiPN5H9fTtpZyVhSo13dlUF1KiK0Z1A9uU2TOldX0oJSTqSJ5jIsImZMJ8v2uW+B8WkSSJK51e/gnvu4doHHuAkTuLn/JxneZbneZ7zOI8ruILzOX9gObCbTPFyv+0pKxMeI4WFYqa8rEzMlFdWxgeYRUXdl8HsSbQKOa2NDvV6sdbKbGq0N3dsL8DA4UVtaCVEW6MJMq0NGrsqMQrxCh7d0ZUXgva4Jii0j0DR3pv2686El9aRIq3FFU2c0sQGzdDT641XJgmFhPmvJkz0FyyWuG9GSgqMHCnes5QUIXRo68zMuPDRD02D97GPneykgAJ2saslPWM3u6mhptvnGjCQQw5ncAZ55LWUxEwllTTSWiIQkkhq8TrQUjXKm5cgwU5LbWqRIw4cLREDWhWKFFIOrSJaH6D5boQJU099S/WPLlM3tO+uJqZFo9AUAU0fbmiAxta/L9r3vPn73fr/ksvVMbqqvRjYQxgwMLR5kUgkEo3JTOZrvuYKruAZnmEjG1nCEvm/QiI5CgwKEWQ+81nGMuYyl/d478gOtmePWF922ZE3DDjtNBd//WspK1f6uhVBEkw6El0J6Aw6kscnkn+r84hTXQ4FXYKOpKFGhv0kmSGXWKn6pIHyt0NUfxrCvy2MElUZ+iMxONHpdOhNogyu0aEnc76tQ/nczljzrhgstE6FOWx+/nORGvPoo3DLLYxxjuEjPmI5y3mIh3iHd3iLt0giidM5nfM5nwu5kDTSjvzcfUVmpriddNKB99WqWWgz+e0Hx52V/e0qIkIb0GtlHTsTMCT9B22g6PcLISUYjKffaEJKa2Pg9tU8Wgswra8JLYqk/VobSGrXh7atdaTJACFEiK1sZSMb2cAGvuVbtrO9pexmazLIYDSjySGHDDLIIYdUUkkmmVRSceIkhRRSST1oMWLQex2Ew/GSs9XVmKqqMNXWCkFPqzxTXy/+P/n9QuyoqYlX62nqaFDaK2jiZutoKk0ocTjEfadT/B/UvgdatRstEstqFc9vLYy2F4clEskxjxs3/+W/3MEd3M/9TGISD/AAN3BDXzdNIhnUDHgR5AEeYBnLcOFiCUuOPMx12TKxPtgqIwcgL89MWloiH3xQy2235ZKQ0Hln2ODQYx1uQGlSqS+I0Fgew5J19D8enV6HKd3AkIV23Cda2HGPjuLnApS/Xd8iggAYrDrsYxMJ7ohQt7aRlFPMLcaoXVFUJDqwI0a0HUCrqkokEiEajZLU3tuhKxIS4MYb4YYb4KOP4JJLADijeSmltKUu+7u8y9u8zU/4CXOYwxVcwcVc3KNO/v0Oh0MaPB6rGI2DvpLHkRIjRgEFbGUrW9jCZjaziU3sZncb7wY3bsYxjglMYDSjGclIjuM48sjr8WoaAxZFERFpxcViXVUljGsrKkTEWmVl3PPlULx/LBZhYuvxiAghq1UICE5nPLpI+71oHcGhiXCdoYmBmggYDAphRYsSq6uLi4KqGk/tqqsTEyQHKv97KGhisiaMaEJJ65RGi0Vs0wSY1lF3CQnx//Ha4y5X2xLvA1CIlEiORRJI4D7uYzrTuZiLuZEbCRDgt/y230f0SSQDlQEtgrzAC9zKraSQwha24MZ95AfVZsuPO+7Ij9XMyJEWVq3ysWFDkGnTOp8FMjr0OKeZsY4w4t8WZv+LAXKusGNKT2gRF9SYSsSvEKlVMCTr26SnHC5KWKWpSnT6TWkJLUanoKI3QGKKHlQVtZ2nW2JKAhnzrOzYWEvZsiCe2WYck0wt3iGqKtJlmipiRAMK9jGJVFWJqISUlPjgQVVVfD4fX331FZFIhKlTp5KVlXVwjR8xQqwrKjpsyiKLXzQvtdTyX/7LEpbwPu/zMR/zU37KOZzDD/gBp3P6oJuB1cLqI0QIEuxQ5lGHDidOzJgPq2qDRNIf0XwnggTx46emeammmhJKKKKIQgrZxa426SV69AxjGBdyIROZyAQmMJWp5JHXdy+mPxAOxyvylJQIcWPfPnFfK0NcVta5yS+IAXhamigZPG2aMHL2eEQaVEpKvFKP2y0G9Nqgvy8MjQ8Fv18IJFoKmyao+HwimqWhIZ6m1tQUj65qnXanpbm1FmYqKmDXro4pfkdCa1GkdRRfa4GkfYRKawFVE2d0unj0i9MpohI1f57s7IFt1iyR9BMu4iI+4zMWsYjf8Tu+5Ev+zb8H96SdRNJHDFgR5AM+4GquJokklrCEdNJ75sDhsJhJcveAoNLMT3+axapVPt54o7pLEUSn12EfY2ToNXZ2P+Kj8K8+wtUx3DPNGJL1oINoQCW4M0zD/ihpZyWRcY4okauEVcLVMSJeBSWsooRV/JubUJpUYjoIbAtjdOrRJ+pIsOoxpeoxOoSAEvHGKHuzntDeCM7jTSR6EtAbdChhleCOMBXvhkj0JOCe1TZP2ujQkzHPSs3nDdR82ci2W2vIvsKOdbgRfSIoUQhXx/B+3UTErzDlqTS2bKnH5TLgdMYvu2g0SkFBAQ8++CBms5nvf//7XHXVVQf3xmriR1r3KS5u3FzVvHjxspSlPM/zvMVbLGMZBgxMZCIjGMEQhrQIA12hR48DR4s5oLbWTAOhrZlgZzTS2DIIax9qr22rpho/fqqpppJKaqihlNKWyg8hujBKPQyMGLFhw4Wrpe1dmR5qefzdHQdoqfzgabc4cbbso5WS7AwLlhbzRcmxhybcacaXmuFoJZXUUcc+9lFAAfvYRwklVFPdYojZFQYMZJPNbGYziUmMYQzjGc84xmHlyEuODziqq2HvXuEltG9f/H5RUbxCT1ekpooB8MSJYhA8ZIi4paYKsUOrXmUYsN2MrklO7n3vGk1EaWwUgkn7qlOa75H2t7a9fbSLJsC0NrmurxfH1GhdrepwfIUSEoSB8dChonrZcceJ28iRkJfXo/0piWSwcxIn8Q3fsIhFvMZrbGELr/Eak5nc102TSAYVA7J3EiLEtVxLhAiLWcwpnNJzBy8pOeCg+lDJz08iKSmB5cvruOOOoV1WiTGliTQUJQxly4IUvxCg6JkARoce9KCEVFRVxTHZhH5ePDwuXBuj5PUgNZ83EA0oRP0KTVUK4eoYugQdex73UfJ6EGOynqQ8I1kLrG2MV6PeGCWvBtn3bz8Gux69UUcsrKKEVIwePRkXWRlyWdvytboEHdbjjIz6g5vdj/vwft3I9jtq0Zt0GJJ0qDGIBBWMNh3u2RY2bAiyZ08DCxa0rQqjqirhcBij0Yheryfa3qeiOzZvFutDMLF14mRR87KPfbzDO3zAB3zDN6xn/cGfuw8wYSKNNIYxDBu2boUaLdIDuvcZqKOOECFqqaWeeoIEqaOOAAH2sKdlPz9+zJhb0s0cONDT8TrWKkJoRoc9hSacaFUe7Nhx4Wq5r601H4aUBiuZYQ9Dai2Y1S7EKM2stbvqMJIeI0yYCirYxS62spXd7G4R9+qoo4YaAgSooQaFgxuE6dGTQQbDGMYJnNDiyWHHjgMHKaTgxo0HD0MYQhZZGAbmz97hEQ4LQWPPHnHbvVvctPudpXYYDELMyM+HOXOEmDFkiFjn5sZn/vtJdZ5BS39JaWsfzaJ5tZSWiiih/fvj19jGjbByZcdjOJ1CEBk5Uvxejx4NkycLoaQ/R/xIJH2EDRuv8iqP8zi/4Tccz/H8P/4f93BPXzdNIhk0DMgSuddxHf/kn9zN3dzBHT17cK2UZG1tjx72scf2s3hxBbfckssll6R2u2+0XiGwJUz1Zw0Ed0aI+hXQQ6IngaQ8A67pZpzHx1NPGvZHKV4coHZNx+oB7Un0JJB1sY2MefEokvrdYao+FucK1yko9Qp6sw5zpgHnNBOp30vClNJ56o2qqIRrFao/acD7TRONpVFiIYUEmx5TWgL2MYm4Z5m57a9FrFnj59VXx5GXF+88q6pKVVUVL7/8MpFIhHnz5jHqYEWNCy6Ad98VnbQeCMVtpJEKKvDjJ0zX5V2DBFvSTFqv/fhpookAB5f37sSJDh0WLB1KomkD/BRSsGMnk0zsDCxDPRWVGmqopbbNuoYammjCi7fb5/vwUR/1EQzXEojU4lVq8eMnYGjAn9hIvengBLOUakirFGt3LXhqxNpdC/YAWBrEGhB+Gtq1ZDKB0UiDSaHRaQa9XtxPbB6gGwxif42EhDbXoV7V4YgkYdSbsDUZcYYSsUQM2JqMJDcYsTUZMZps6I0mHI2thBqtlG1zyduw1Ui9KzH+v8lux5ScSpIjs89D0KupppxyiilmH/uopbYlgqmqeamgghpquvy8k0jCgwcHDpw4ceHCjLml8gnQEqXkwkUKKaSRRhZZDGPYUS932m+or49XiCorE4NSba0NSktKOs7qa7P2I0aIWfqhQ8U6Ly9eingwRm9Ijg61taJS1a5dYl1UJNY7d3ZMXbVaYexYUQ1t6lSYPl3cN0q/HYlE4z3e4yIuIkyY67meR3lUltKWSHqAASeCbGADU5lKBhnsZ3+n4fpHhFaidO3aHj1sKKRwxhkbUVVYuXIyRuOxY3S0YUOQH/94B2ec4eL++4f3zEFVFTIyRId9ff+O4JC0IhgU1R5qa8VsotcrQu4rK+Pr8nKxLinpNjde0YMv244320Yg04Y/Iwm/K4GadANVrijFGRHKXI2UuBuosoaoSWqgJqkBdRB99QxRsAd1oNPhDBqYs9HJ9KI0hgVFmVS9LZmQ24wvxUjImYjXiRBStLKg7UwTtUgejfrmpZZavHipprrFYyNAgEYau2xbAgmkNi8ePKSSSgYZ5JHXkn6WRVb/78xpFXW6QjOl7A4tFSEYFDPqgYC4+XxiHQqJ+w0N4n77yj7hsPi+1NbGKz911yaHA4YPF6kJw4aJ+8OHx4UPOciU9AU+nxBDtm+HDRtg0yZxq66O72M2w5QpMGMGnHginHyy+K2XSI5hqqhiIQv5hE+YxjRe5VWGMayvmyWRDGgGnAhyEiexmtW8xVvMY17Pn0CnEyHAn37a44e+/fZC3n+/lhtvHMKiRcfOj/r11+9kw4Ygr78+ltzcHgqh3roVxo8XpXIfe6zr/VrnOrcuC9o+n1rbr3Xe9MHicsUN55zOeFlEp3Pwl0OsrxcDs6oqMctXWSk6tNXVYla6vFysa2rErbHrQXMLTqfo9Kani7D71h4DOTnCkE+rGnEYodS1zYu3eWlvGtsZmj+K5gdzMDSoIRrra4Qxra6BoK4eX6SakBKkXhfCpxfhJwF9PVFd84BWVcV1GIuJWyQCioK9wYAhrIjHmprw64PEok34TU3EiNGQEKbM3cSenC4MKnsAPXo8eEghBQ8ekkkmnXSyySaTTHLJJYMMnDhx426JdOpX+HwifL+kJH69FheLdXPZ1hZxTksDOFg6Kx19OP9P2qOVILbb4ykSNpv4nqSlxb03hgyJC8O97VchkfQkJSViMmPt2vittWfJiBFCDJk7F045RQh7EskxRowYt3M7D/IgDhzczd3cxE193SyJZMAyoESQZ3iGa7iGEzmRVazqnZPodOIHt6Cgxw8dDitcdNFWqqvD/POfo5g0yXbgJw1gFAWee66cxx8v4YILPNxxR17PHfy22+CPf4Qf/ADWrRMDDc3srT9d0gaDGLQ4nfEBjNMZL2GbnNz5NoslPvgxGsWgpzt8PjHgCgbFzHJTk5gt1szy6uuFAKGVggwERGUDEIO+WCweddF6G8TfU60SgjawO5j32mIRA7O0tLhwkZIiXqfTGX9MEzpSU7subyk5ICWUsIlNFDXtxNdYAY2NGEJhXP4E7HXReARCICA+v9pakkrqMFW0TVUxN4o0Ib0CLn8CjgQ3LmNafNDt8YjrVKvkoZXw7MzDwGSKlzJtLUpCvAwpxEVK7frSRAjtuuuOzvbRjldXJ8SNqqruBQmbTRg4ejzie2k2i3Xr9rentVDSlaGk9p64XPHvtPYd18q9alU3zOa2omp/r5IikfQGqgo7dsDnn8MXX8CqVcLDRiM3Vwgip58OZ5whhHGJ5Bjhv/yXBSwgTJg7uZM7uKNTjzaJRNI9A0oEGc1oCihgLWuZytTeOYnbLcKFeynFYunSau6/v4ihQ808//wYzObB+Y9r5UovTz5Zwp49jWRnm/j3v0fjcvVQnnldnRCqbDYxi5ubKwbPLld8IKGhlfXT0AZrrcsGOp1ioGO1tt3nYNAGbH6/GHDV14vBmGYe5/WKdev7DQf2bulzWpdPbD0ItNnEe+N0iseSk+NCRlqaEDy08pdpaf3D2E9yYMLheFSEZnZYVSWieLTonpoaMWMbDPZ1aw8O7buviRuZmeKazM4W97OzxXWqmX5K8U0i6b/s3y9MV7Xbzp3xbRMnwjnnwFlniYgR6WkjGeSsYQ0/5IfsZCfncA7P8zxuZBUmieRQGDAiyDKWMZ/5TGc6a+lZv442ZGSIzn9jY6/lTT/1VBlPPVVKdraJpUvHodf3s5DxI8Dvj3LvvUV8/LEXi0XPwoVpXH11BlZrD3q3/Pzn8MQT8J//wMyZwmH+QDn5/YnGxvhsfHuBRLuvKPG8//aRGZ2hCRXNZppYrXGvAqdTXMt2e7wiisEQT9VJShLP17ZJJN0RCglRRPOm0KItOkv90CpKtEa73jRaC5da5IPL1VbAtNkO/P+4u4gNiUQyuCgpgeXLxe3DD+O+Ii4XzJsHCxYIUaR9ippEMkhopJHruZ7FLGYkI3md15nIxL5ulkQyYBgwIsgwhlFEEdvZzigOviTqIfOTn8Df/w6vvw4XX9wrp1BV+MEPtrFzZwNz5zq5//7hA9ooVVFU1qzxs3x5HStW1BEKKZx+uovf/jaH1NQeFpK+/FLM9MycKUJlZai4RCKRSCTHLooC33wD770Hy5YJ01UQoupll8GPfiRMViWSVg+X1wAAIABJREFUQchf+As3czMGDHzJl0xjWl83SSIZEAwIEeQzPmMOcxjPeDazuXdPtm+fMN3KyYG9e3vtNJGIyu23F7JiRR3JyQb+/vd88vMH1ozFd9+FeO+9Wt57r4baWhGpMGZMEldckc455/RCWF44LFzjd+8WnZwxY3r+HBKJRCKRSAYuhYWwdCk89xxs3CgeGzcObroJ/ud/2qbMSiSDgHu4h7u4Czt2PuRDTuCEvm6SRNLvGRAiyHCGs499bGMb+eT3/gnHjYNt2+DNN+GCC3rtNIqi8tvf7uazz3zo9TBjhpW77x6B291/yxeGwworVnh5/vkKduwQoe+5uSbOOMPNvHkecnJ6Ma/+97+HP/0J7r4b7rij984jkUgkEolk4LNxIzz9NCxeLFL40tPh17+Gn/407gMmkQwCPuADzud8zJh5m7eZw5y+bpJE0q/p9yLIcpZzJmcenSgQjeJiGDtW5KRv2iSMUnuRd9/dxZ/+VE0wmEhiop7TTnNywQUpnHBC/yivWlMTYf36IKtW+fj0Uy/BYAyzWc+553o47zw3EyfaWjw0e40XX4Qrr4Rp04Rb/MEal0okEolEIjm2CQTgn/+Ehx8WJquZmWJCZdGigeUpJpF0wwu8wJVcSR557GFP/ytTL5H0I/q1CBIhwlCGUkMN29nOcIYfvZP/4Q9w770wfrzINe3FQXdhYSEfffQxFRUT2bbNys6donrIpEk25s51ctZZLtLSenfQH42qFBc38eWXPrzeKOvXBwkEYpSUNNHUFC/7mJ+fxLnnujnvPE/PVXs5EF9/DXPmCJPEtWtFNQeJRCKRSCSSQyEchqeegnvuEZWvJk8WPnAzZvR1yySSHmE+81nGMpaznO/xvb5ujkTSb+nXIsi93Msf+APncA7v8u7Rb8CPfgTPPivSY9au7bXKA4WFhaxYsYIJEyYwY8YM3n67huXL61i3zk8koqLXw8yZyUyfnsykSVYmTrQd8jkURaWmJorXG6WgoAFFUdm6NcSGDQFiMSgsbKD9laDX63C7DWRlJTJvXgozZ9rJyjrKZSSXLoUf/lBUSVm+HE466eieXyKRSCQSyeAiEID77oOHHhLGqr/8pZj4kn4hkgHOGtYwi1mczdm8x3t93RyJpN/Sb0WQGmoYxSgMGNjFLuz0QWpILCYqkaxeLWYJVqzolRzS9iKIht8f5amnyti0KciOHQ3EYuKjSk5OIDfXjKKonHiiA5stgdLSMLm5JhRFpaCgkWhUIRaDdesChMMKwWCsy/M7HAYsFj1Tp9oZPtxMbq6ZceOSSE/vw5QTRYE77xSdlNRUeO01OOWUvmuPRCKRSCSSwcWWLXDNNWKia8IEeOklMfElkQxQwoQxYWIGM1jDmr5ujkTSbzlK+QyHzgVcQA01PM3TfSOAgMgT/ewzuOIKMQjPz4ft2yE5+aicPjnZwG9/mwNAIBBj6dIqtm4NUV4eZseOEJGIyrZtoW6PkZiow+k0MmyYGZ0Oxo+34vVGmTvXSXp6IunpiaSk9DMj1v37RRTOihVw/PGiXHEv+7JIJBKJRCI5xhg/HlatEhMu994L06fD448LYWQgoyjCSy0pCU49FVyuvm6R5CiRSCJGjKSQ0tdNkUj6Nf0yEmQLW5jEJDLJpJjivjf2UVU480z46COYNw/eeouedALtKhKkOxQFysqaCIUUfL4oe/Y0kp2diNGoR1FUnE4DQ4eaMZv1PdbOXkdVhYv7b38rXNyvuw4eeQQsA6t0sEQikUgkkgHGF1+ISa/iYjER89e/Dtz+x86dMGqUuG8ywQ9+IESezMy+bZek1wkSxI6dMzmTD/igr5sjkfRb+mUkyNVcjYrKUpb2vQACQvD48ENYuFBEhCxYAG+80adN0uthyJC4P8e0aR2jZSIRlYqKcN+mtRwsK1bAb34jytllZcHzzwvBqZeIRSNUlOyiMRTAlTIEV2p2r53rWMC7fTsNlZV0pqmmTpuGwWpF1+slhHoff0EBobIylFjH9DL3hAmYXC50+gEkPEoOi1hTE4E9ewhVVHTYlmi3Y8vLw+zx9EHL+h9KNEqotJTA3r0YkpKw5+VhTpEzlJJ+yOzZsGGDqET3n/+I6oBvvgnZA7B/kJ8P69fDV1+J/tQzz4h+60svwVln9XXrJL3IJjYBYOifQzyJpN/Q774hL/IiX/M105nOCZzQ182Jo9OJH8WPPoJly+D99+Hss/u6VV0SCMS44ILNBIMx1q07vq+b0zWbN4sydUuWCEOyX/5SeIE4nb12SlVVqQ/U8dbiu6ks3cPxJy/gvCtu7bXziXMqBHzVRMNNOFOGoD+MgbKqqviC8PVWFVsSnDBBj74bXaFy7VqioRDOUaOwZGTQUFGB77vvSLBYSD3hhE5FCd+uXYRKSuguPCwpPR3HqFFtBvu7nnuO4vfeQ41EWtraWF0Nqsq8lStx5OcPijKEe994g8KlS4kGAoB4nU21taixGKe+9BKZJ5+MTpZvHvRE/H52Pfcc+956q+WxWFMTkfp63BMmMOn3vyfrtNN6tQ1hn4+w30+iw0HiUUrRPByUSITKr75i81/+AsCYn/yEEZdfToKpe5NtNRYjVF6Ob9cuzCkpOPLziTU04N+zByUcxpabS5Kc1ZYcgFhMZec+KK1UOS5Hx9CsA4jxHg/8979xT7JZs+C990TazEBjyhRxu+EGYTJ/7bVw/vnw9ttSCBnEbGYzAItY1MctkUj6N/1KBFFR+Qt/wYCBxSzu6+Z0JCkJ1qwROaOXXy78QiZO7OtWdUptbYRAoGsz1D5FVUUO7qOP/n/2zjy+iuru/++Zuy/Z94WEEBII+77jArKq4ILWpa5Vq1Z9qs9TW2219mf7iG2t+oi2dW/FtlYFN6wICsgmyCJLWANJyL7f5O7bzO+PkwRCVuCGgN63r7yu3MzMOXfuZOacz/l+P1/xYFYUWLAAnn0WBpydMsh+n5vaqmL8PjfV5Ud6vb1gIMD2de9hqyvnsht/iWw4tRBbVYVAEN5bpXL/U0EWzZIYP1SGLnSFrQ8/jG3fPqYsWULWNddQvXkzG+65h6icHC5dswZJ2/7Pv/iDDzjyzjsEPR6CHg/+piYAdJGRaAwGZL2e/gsXMvLRR9GcMNlPufhizGlp4rsEAi4X+158kaDHc0qf81wncdIkdJGRKD4fAAG3m8N/+xuempo+7lmYs4nGbBbX/AmTcNuBA1SuX39W2lcVhapNm6hcv570OXNIufDCs9Lu6aA1mUidORNfYyMHX32VkhUriBk2jPjRo7uMmlKCQcpWrWLrww+TcdllTHzmGexHj7Lzd7/DVVHBsP/6L7Kvu+4sfpIw5yP+AHy6XuF3LyvcdJnMb++XibB0I4TIsiihO2gQ3H67MGVfsUIIIucrV10lPs+0aSLV58iRXqt42CUOhyhNnJJy/qYaneNsYhMAkzmPr9cwYc4C55QIspSl7GAH93Efgxnc193pmNxcePFFuOkmoaQfPHjWjFJPhcxMIxkZBioqfNjtQSIi+ngVPhgUqynvvy9Si8rLxfvz5sETT8CEsxf1I0kSlohYJlz0A6rLjzB8Qu9H9ASDAXZu+ogmWzXzrnsYHaf68Fc5UAi/fSVISgL88k5Nt4EVhtjYdq9Sy787SU1JnTkTY3w8XpsNV3k5BUuXogaD9F+4EFNqKoboaGKGDUM+qfH0WbNInzWr9d/ehgYOvPrqd04ESZ4+neTp01v/7Wts5Ngnn4RFkO8ZOoul3TVfsmIFtgMHzkr7QY+H2u3bKf7gAyKzs89pEQTAGBtL/yuvRNJqKV6+nLJVq4jMzsbQRcSfrNOhNZuRNBpkgwGtxYJsMKCzWNDo9eh6oVJbmO8eBr3ETZfJfLJW5a0VCtPHSiya1cPUzB/+EOLjYdEi4Qv32WcwdWrvdrg3GToUHnkEfv5zWLsW5s8/O+3m54tI6hUrRHEBgMRE4a/XQx+8MD1nIxsZwABSSe3rroQJc05zTokgD/EQEhKP0LupCWfMD38I69bBq69CXh5s2gSZmX3dq3aMHx/J++/X8MYbFTzwQB/ltLpc8PLL8MwzouoLwODBwl/ltttESbo+wGiOYPaiB89KW6qqEvB7aWqoBOl00mDEatZzS4OUV8Mv75QZnNX9IM7Q7EnQ+nqSGNIR8WPGED9mDACuigqOvvMOwWCQYQ89hDk19Tvh6xEmzPmO12bD29DQ1904JYxxcQxYtIiogQNxVVTga2zsUgSRJAmNwYAuMhKtyYRGr0ej16O1WoUoYrWexd6HOV+RJIiJhJ/eJHPjI0Gefj3IJZMkoiN6+CybO1eIH/PmCdHgs8/O74iQ7GzxWlfX+22tXAmLFwvBBYTfm04Hfr+IBlm3LiyChJhSSjnCEW7l1r7uSpgw5zznjAiynvXUUssCFpwf6uUrr0BDg4hsyMmBp56CO+88p6JCHnggjf/8p561axu57750zqpf4+HDwojr1VehthaSk+Hxx1FvvhlPSgLlRfuwRhqIDwaw22poslUT8HmQJAmDKYKomCTMETFtJt0Bv4/aykIcTccf3pIkY42MIyF1AC67jYbaUnxeN5IsYzCYSUjNRm8wNRuhFuBytJ04SJKMJSKW5H65HX4MJRigtqoIR1M9KRmD0emMNNZX4LTXE/D7QJIwmSKIjk/FZIk6vp+iYKsrx9FYS8DvpaGuHJ/XjU5v5OiBregNx8NQJUkmY+BodPrOcuRVSirhwzUqUVa4YX7Pvkhjs+hhPDEiRJJaxZDzGWdZGY6iIrQWC9FDhrRJzTmRhvx8vPX1mNPSsPbrh6wT5aBVRcFns+GuqcHf1ETQ6wVVRdbr0UdFYU5LQ2exhNzkVAkE8FRX466pIeB0oqoqGoMBQ2ws5uRkNCZTO6GpYd8+vHV1qM2pRgCm5GQiMjPxOxw4y8rwOxwAaI1GInNy0EVEtB5HVVXxWauqxGf1+ZC1WnSRkZhTUtBHRiKF0K9FVRT8djue2lp8NhtBjwdVUZB1OnQREZhSUtBHRbWLJmoh4HLhrqnBW1dH0O1GVVVkrRat2Yw+JgZjfDzaDsKoVUXBW1/f+p0qfj+SJInogYgITAkJ6CIjkTtIAwu4XLirq0WbHg9IElqLBWN8PMb4+G79K04Fe3ExzmPHMCUlYc3IQGM0tvm93+nEUVSEr6kJa2YmllTxPPTU1OAsLyfgcmEvLKSpoADF76epoICKdeta95e0Wqz9+mHNyGjXtuL3i3NUXY3f4UBVFDQGA/roaExJSeit1pBWPoPm68HhwF1Zia+xESQJS3o6AbsdT02NEGU7uRbk5r+NFsFDYzCgs1pbX89nFEWlrsFF/v4aUpMjyMqMpqbORXmlHZfLTzCoYDHrSU6ykpYSgUZz/F7kdPnYf7AWtydAdv8YUlMi2h27weZm5+5KrFY9Y0emoNNpcLp87N1fjcmgo196JIeP1ONy+4mJNjJwQCw+X7D1vcgIAznZsURY2177qqri8QYor7BTU+vC4w0AYDHrSEq0kpoSgfaEvqqqSmOTl207y9scR6/XMHJYEkaDliNFDdTWuQgEFPR6DanJEQzof7ykq6KqOBw+SsuaqLe58fmC6HQyEVYDKUlWEhOsXV62Wo3EBWMhJwMOFcOqzSrXzD6F63zaNPjkE7j0UmHYvnGjWMw5l3jiCeFbsmhR19vtFqaZvZp6vHGjMLrfskWIHjfcIKr9XXCBWPyqrBTVan74w97rw/eUdYhnwUVc1LcdCRPmPOCcEUGe4RlkZJ7m6b7uSs957z34+9/h4YdFWddf/AJuuUUYTy1c2Ne9w2LRcMklMXz0US3LltWwaFFC7zTU2AjHjsHevbBtm0h32btX/G7AAHjsMSEQmUyoSpDqgm/525/uYuDQKcy44ifs3PABRw9sxeWwoQQDxCSkM2TMJQyfOI+4xOMDeY+riQ0r32TvN58RDPgJBgJodToGj7qY+dc/wrav3uPbTR/haKxFkiQS03K4/ifPoTeY8HqcbPr8bxTkbxL7BgP4fW5AYsjYS7j+3mc7/Gg+n4cNn73Jnq3/4dof/wFVUdiz9T9UlhzEYa8nGPCTkNKfERMvZeTky7FGiqgLJehn58YPyd+2Eqe9Aa9bTFL9Pg/v/vXhNhMNnc7AvU+8T3RcxyZ/igLvf6HQ5IRLp0vkZPRs8GaIiwNJQh8jBpMtlUuMXaTDnC/UbtvGlocfxpSUxMVvv40lPb2deBD0eNj2+OPUfP01Ix95hNxbbmkVQVwVFRR/+CEV69ZhP3IEv9MJwSAao5HI3FwyLr+c9DlzMCUkhEwgCLjd1O/aRcmKFVRu3IinthZVUdCazcSNHEm/+fNJmjoVY1xcmzYPvPwypStX4rfbUfx+UFWyFi0i9/bbqf76a4qWLcNRXIyqKERkZTHxmWeIGzUKEOaS9qIiylavpmz1ahyFhQRcLmSdjoj+/UmbPZv0OXOwZma2npszxVNb29pe4/79+BobUYNBZL0ea2YmabNnkzF/fodt+hobqdq0iZIVK6jduRNvfT0oCrLBgCkpiYQJE8i56SaiT5qAqKpK05EjlHz6KeVr1uAoKiLgdiNrNGitViKyshhwzTWkXnJJu+gDT00NVZs3U/rZZ9Tv3o3PZgNJwpiYSMKECfSbM4e40aPRR0URCgrffZe9zz3HgGuvZfh//zeWtLQ2v3cUF7P7j3+k5uuvGfGzn5F7uzC3q/r6aw699hqOkhJ8jY0EXC7UYJCCpUs5+u9/t+6vs1rJu+ce8u6+u81xAy4XDfv2UbZyJZUbNuAqK0NRFHQWC1GDB7d6i5hTUkIm/il+P86yMirWraNs1SpsBw4QdLuRtVos6emkzphB+rx5ROXkdHj9aQwGjLGxrakvcosIotef9yJIUFHYsq2MG+54n0ULh3Dvj8bz3of7WLOhiKpqB412L4nxZubMGMgt149k9IgU5GYn7JLSJh765UoKi238v0cv4rYbR7c5diCosG1nOXMXvc3IYUms/fhWoqM1lJQ2cfeDnxAVaeS6q4fxf3/ZQml5E6OGJ/PTeyZRU+fi+T9/TVl5E7kD4/nFQ1O5+vIhrcdVFJW6ehdfbSpm+ScH2LK9FLvDh4REfJyZi6Zl8oOrhjF+TCoGvRheBoMqhwrquObWd/H5Anh9QYJBlaQEC2+/chWKAs++tJkt28vwePzExJi4+9Zx/OpnFzTvr1Ba3sR/Vhfw4YqD7DtYjccbxKDXkJoSwZwZA7l6QR5DBye0EYpORJLAZIRr58j85i8KS1coXD2ra2Pxdlx4oagOuGCBiAjZsgUSemlMdars3CkM5u+8s2sRRFFEdZiEhN5JQa6vhwcfhLfeAq1WGLL+/OfQv//xbd58M/TthmllM5sBmMp5nLYVJsxZ4pwQQbaylY/4iClMOXe9QDrj5pvh6qvhoYeE58Vrr4mfoUPFw/KRRyCiffnas8Vll8Xy0Ue1bNzYeHoiSCAgDLT27IEDB+DoUSgsFKGMtbUipPLkcqEJCULtv+Ya4ZvSwYA6GPBTcWw/6z99jYaaUlL7D8VgtGC3VVNZeoh1n7yMra6cOdc81BphodObyM6bhEajxe1opLGhkrLCvdRWFrFr88ds+eIfxCVlkJQ2EJ/XjcFkxRoV17yvkRET55PcbxBetwOXw8axgm+pLD3Uo9MQDPjJ376KYwU7iYxKIDNnDEgS9dUllBXu4fP3nkVRVabPvU3sIElExSTRP3csKuBxNrHr60+QNVqGT5yPVnt8wC9rdG0iQ05GUWHlRhVZgrlTez45icrJIWHiRBHRAGjNZhImTCBy0KAeH+NcJXn6dMxJSTQePkzjwYOYkpLaRYPYDh6kqaAArdlM8vTpaE4wgbMdOEDxBx8AEJ2XhzExEUmScJWXY9u/nx2//jWKx8OA668PSeUNVVGo/vprdj31FM6yMiL69yd1xgxknQ5naSk127ZRvXkzg+++m+zrrsMQF9cq6iRPm4bWZMJTW4uztBTb/v04y8spePttardtQ2MwkDhpEkGvF1Niovi+m/dtKixk77PPUrF2LYbYWGKGDcOYkIDfbqfx0CH2PvccjmPHyLv7bqyZmSGZ/DqKiyn9z39wlpVh7d8fU2Iisk6Hp6aGxkOHyH/+eXz19Qy68852AkDVpk3s/sMfcFVUEJWTQ9zIkch6PX6nE091Na7ycnzNZr0n4mts5NAbb1D43nsY4uKIHTECQ2wsaiCAp74eT20t7urqdvcqX1MTRcuXc/D11wl6vUQPGkTCxIkogQCOoiKKP/iA2m3bGHrffaTNmoW2L4wEmzHExBA7ciRRgwbhbWig7ttvcVdWEjdqFNF5ea3baYzGdiKR4vdTu307+UuWUL9rFxFZWSRfcAEakwlXZSW2ffuo//Zb7EePMuj22zGnnnk0pqooOEpKOPTaaxR9+CH6yEhimv/Wgh4PjYcOcfCNN2g8dIhhDz7Yrs8gotfix40jonnVWmsyEZGdjRIMtoq75zseT4CvvynF4w1w4FAtg3PjGTcqlcpqB7vzq3jl7zs4VtrIX569jOTEMxd+vL4g274tx+nykdEvCrNZxzc7y3nsd2uQJEhKtJAQb+abneUsefkbLp2Vi9GobY7o8PCP9/bw9HMb0WhlhgyKp19aFLIscfhIHf/+YB+btpby/OK5TJskFjBkWSIxwcLN142kweamptbJrr1VuD0B1m4oYuUXR2hs8jJ2VApGgxa3J0D/TCFUKooqhJm/buEvr28jMz2a8WPSSE2KoKHRw76D1fzpxc2s31zM84vnMnxIUqefW6eBGRMknvizqLDW5FB7nhLTwrx5sGSJmNzfdpuostLXCwqNjWLMCZCWJtKPL7tMpJ6czHvviSjdn/9cRGiEkm3b4MorRdrz7Nnwf/8njFjDnFU2s5kEEhjIwL7uSpgw5zznhAjyBm+gonIt1/Z1V04PiwX++lfx/59+KnIgt28XKTIvvigEkttugw7Ck3ubMWMiyMszs327A59PQa/vZpLT0ADffCNyNVeuFHXm1ZMKpkZECGfvnByRzxkTA+npMGQIjBolwkS7WT1XVQVHYy12Ww1X3vYkKZliEO/zujmway3/+cdi9u1YTf9B4xg1+XIADCYLo6cuZPTUhShKkIrifbz4xCJqK4vZvn4ZIyddxrR5txEVm0Ig4KOpvgqtVkyMdXojuSMuIHeEWF3yuh2s/+yNHosgAb+XPVs+ZdSUBcxe9BCWiBhUVcXlaOCzd/7I9vXL+GbNv5g88wa0OgNarZ5xFy4CFqGqCjUVhez6+hO0OgPzr3sYo7lnE2tVVXF5YNchFY0Mk0f2fMCVPmcOSVOmCBGqeaA27a9/FSuofT1wO0MMsbEkTZuGvbiYslWriB83rp0IUvb55wScTpKnTcOcmtom/SJ52jSCbjfRQ4ZgzchoTZEIuN0ULF3Knj/9icNLl5I2e3ab1JLTxV1dzf6XXqLx0CGyrrmGIffeizUjA0mjwe9wcORf/2L/n//Mgb/+lehBg8QEtTkFI2vRIrKaV/eqv/6aLQ8/TOOhQzQdOkT63LkMuuMOonJzUYNBvPX1rZPDlso15V9+ScywYQz5yU9InDgRrckkRJktW9i1eDFFy5YRO2IExoSEkKyux40axeC77kIfHU1kTg7a5nSPoNdLyaefsudPf+LYihUkX3BBO5+ZyvXraTpyhMwFCxj6wANEDhzY+nt3dTUBhwNjB6uvjQcP0rB3LxqjkaH330//K69sTZkJer3Yi4vRR0a2TQVTVao3beLou+8S9HgYdOedZP/gBxjj4wGwFxZy4JVXKHr/fQr++U/MaWkkjB3bZ387ydOmkTxtGgC2/fvZ/cc/Uu1wkLlwIYN+9KMu93WWlVG0bBk133xD+uzZDL3vPqKHDkWSJHxNTRz75BMO/OUvFC1fjjk1lZybbjrjyCC/3U7ZypUULl9O5IAB5N19N6kzZqA1m1ECAeq//Zb8F16gcv16IrKyiHjwwXZpR9F5eQx78MHWvugiIuh/xRUoPl/IInP6Gn9AoaCwnvg4M//39DymTsxAksBu97Ls4/08+MuV7M6vYt3GYn5w5dAzb1AFWZIYOzKVZ347my3by7jyh/+ioLCei6Zl8tZfrqKqxsFl1/2T0rImSsoaycmOw+cP8s2Ocp5+biMGg4YH753MrdePIjLSgKKoVFTZWfzsBt54+1t+//xGxoxIwWzWIcsS/TOieX6xMCCvb3DzP499zlv/2s3b7+4hIsLAU0/MZMHcQUgS1DW40TSHaPh8QVatOcJLr35DRloUv//NJVw6JxdZlggEFfL3V/OL36zmy6+K+N0f1/PmS1dgNHY8rJVlidxMiI8Gpxt2HVS5cNxp/C3/+MewYQMsXQp/+Qvcc89pfxWnhN8vUlm2bxev+fni50RT7ieeEK8/+xn8/vdt97fbRcRyVJQYk4aSykqYNQs8HpEqfscdoT3+95nSUvjgA+Gj103kkRMnu9jFpVx6ljoXJsz5zdl0ieiQJpr4J/9kCEO4n/v7ujtnzvz5onRuaSn86EfCI+SJJyArSzw89+07612aNSsGlyvIli329r+sqxPCza9/LfI14+JE9Mb//q9w8U5JESGWr78OW7eKB25Tk6iKs2GDcPf+29/gd78TOZ5Dh3YrgLRgtEQxfOK8VgEEQG8Q0R7DJszB47KTv+1z1JNFmJNQlSDRcanMvOoBouPEpEqnMxCXFFrRyWSJ4oL5d2CJEJNMSZIwWaKYcPEPABVHYx1NtuqQtqmqUFSm0mgHs4keGaK2oDWbMSUltZlkmhITRcWF81wEAeg3fz46q5XyNWvw2WxtPDMCbjeVX31F0Oul37x57Sb3GoOBjMsuI3LAgDYeEVqTiYE33ogpIYGmggLhtdHN9dcTKtato/HwYcypqeTecgvW/v1bU150Viu5t9xC0pQpYuL4xRd4uzGt89aQyW9KAAAgAElEQVTWEj1kCIPvuovovDxkrRaNwYA5JaVVdLDt30/Vxo3IOh2D77qLpClTWoUBSZZJmjyZ9Nmz0ZhMVG3cKCIlQoCs05E8fTqxw4e39gXEOe83bx7RgwfjLCvDU1vbWlK5BTUYBEVBHxmJrNO19UFJTCRiwAB0HUTWqcEgqqK0pkqgqq33DY3BQHRuLubk5DYCRtDrpXLjRhoPHSJ1xgwyLr20VQABiMjKIvuGG4gbO5barVup27mToN8fknN0VlFV6nfvpurrr4kcMIDMK64gZtiw1nuAPjKSjEsvJWPBAjw1NVRv2YKrquqMm208fJjyNWvQmkxkXX01/ebPb42kkbVa4kaPJnPhQlRVpW73bpwtxtknoNHrMURHt6bDSLKMzmrt0kfkfCQuxsxlc3KZNimj9RKNiDAwaXw6Y0el4nD6OFRQG7L2oqOMzL1kIBaLnn5pkWRlxhAZYWD2xdkkJliIijSSmx2HPxCkqtoJgM3m4Z3l+TicPi6bm8tP7hhPZKQQrWRZIjU5gvvumkhcrIkduyrIP9j1/SQQVLA7fPzPfZO56rI8tFoZjUYmMd5CXKwZVRXeJ6+/9S1ajcx1Vw/j8nmDWlOCtBqZoXmJ/OaRizEatHy+5gj7DnZepUuSQKeFoQMlggrsOXwG9/UlS6BfP3j00bYiRKgIBERK8Ztvwv33w6RJYiw5bpwYR774oligysoSlQqzskS52XfeERHJjz3W/pg//SmUlIixXWJiaPt79CjYbCLF5qabQnfcqirhLdLiY9IZq1fDrl09P25NjRCQTpUjR0S0zeefC9+T3/5WRL9cdZUoAhAqPJ7jqVdZWeIa+PTTbnfbznaCBJnEpND1JUyY7zB9HgnyKq/SSCNP8zRSpzUrzkNiYoQpqN8v6s2/9ZYIU3z5ZeHO/fTTwjukE0PHkOFycfFgD2uceyj720E44BQ38jVrhMhhP0EYMZth4EARynjzzTBmjMjr7CUMRrNIKzkJvcFExsAxbFz5N2oqjuL3edAbOi8pazBZGD5hHiZz76UdybKG+OQs4pLaVgGSJJmoZi8PFRWv2xnSdlWgvHmMlRAroQ9xBOv5TMK4cVgzM6nbuZP6vXsxp6S0riQ35OdjLyrClJBA/Pjx7cwnAWHWWF0tzDu9XjEBP1HwUNVWY84zvTPV7diBv6mJ9LlzMcTHtxOhZJ2OpClTqNywgdrt2/E1NnabkpBx+eVY0tI6FbRqd+zAW1+PKSkJT00NNVu2tNsm6PUia7U0FhTg7yDN5HQJuN14amrwNjQQdLtRAoHWcxtwuZAkiaDXixIMojlhMhs3ZgzVW7ZQumoV2ogIUi++GGtmJobY2E7NbwEi+vcnevBgij/6iML33wdJInb4cEzJyeis1g7TfFwVFTiOHQNVJWb4cCz9+rXbJio3l6icHOEdU1iIt64Oc0rH3j3nKqqi4Dh2DEdxMf2vuILYYcPabaOPiiJq0CDMqak4S0poOnwYa/qZVRRzlpVh278fY3w8qqJQtXFju21clZXoo6Lw1tZiLyoisqVyxfeM+DgzUye2F+2NBi2pSVZ2fKvicIZOgDMYtGT2EyknGo1MVKSB+gY3uQNF+qgsS1gtOhRFbTU+dTh9rNtYhF6vITHewrqNxe2OW1fvIjHBSmFxA9/uqWL86LR227QgyxL90iK5esGQTrYQn/nrbaVYLXquuLR9upRWI5MzIJaRw5LYsauCL78qZMzIzv8+ZRmS40BVoKq+0826JypKjOFuuEF4cMyZI8Z1OTkiDSUhoWeLQY2NUFYGRUUi3XjPHjHh37dPTIRbiIkRi1QTJgghZMQI4bPRcu8fP14IJ9d2Ek39wgtiIWvWrN6JXJkyBW69VYg2F1wAb78txpJnyt13iyiIYcPEZ+6IJUuESKDVis/YExHmv/9bFDWw2ztM1+6QY8fg+eehvByuuALcbvG+ViuinwOBnh2nM44cEQuLn3wiRJamJnENtXxnl13W7SE2sAGAyZzH1YvChDmL9KkIoqDwGI+hQ8fN3NyXXek9dDr4f/9P/Hz1lYiqOHJEPDhNJrjgAsyLFmGx2bo+Tl0dfPmlEFWKikRUxs6dInKjsVEo/FotGI1idbWpqXXS0Q94A+AA0Jw6iiyLbW+8UaS0TJggRI9Q54l2gSxrMVvb53VrNDoiokXYX8DnxeWwdSmCaHUGUvt3NpAKDZIsExXbfnAlSRIajQ6pufRtd1Erp4wKDU1iEh5z7hQeOifQGI2kzZpF48GDlK1cSfLUqa0iSNmqVfidTgZcc40whD1JKHBVVFDx1VeUff45TQUFBD0eFL8fFZAAd00NqqKISIQQfKeemhqCfj+W1NROK41Y+vVDazTiqa4W1Wq6QNbriczO7rJMqLuqioDbje3AAbb/+tdd+n0YExLaRF2cCZ7aWqq3bKHs889p2Lev1dBVVRQkScLb0HBcFDnp3PabNw9/YyPFH33E4b//ndLPPiP14otJmjaNqNxcTImJHZ4/c2oq2TfcgBIMUr1pEzueeILY4cNJmzOHuJEjsWZmoo+KanMOvDYbAacTfVRUp9VqNHo9hvh4dFYrPpsNv90uouPOIwIeD367HTUQQB8V1Wl1KEN0NMb4eHxNTcIc9gxQVRW/3Y63vh5vfT3fLl7c7fWn+Hxn1GZf09TUxKFDh/B3EC1kMpnIzMwkphMfE6NBQ3KSpd37kiyhN2hQUVGVU7sPdbW1RiMRGSFERUkSgoRGIxMb0xwp1tw2CF8OVVXx+oKUVdjx+YL8aclmnvtze1G1hehIAx5315NCvV7DkEEJmE0djzkURaW+3o3HGyAqytDqE3IyWq1MzoA4vtlZTll510Juy3NUVcHWQWDsKfGDH8Djj4tx3Vdftf99ZKRIHe7ofm+zgcMBHV3zyckwfbpILR47Voge3YmDBkPHxwKxAPfTnwpR4p//7L10vldfFREmf/gDjBwJv/qVSLs5k8pae/YIAeS22zrf5sgR8arXw733CtEgObnr42o0InLDZoMT74deL2zaJLyj6uuF8LFnj3ivoOD4dqmpYuw8c6YQoDqoVkZZmSivfMMNwhvwjTdgxQoxZrdaxfff0CCixg8eFO2BGJuPGycEreuv79jbpRP+wl+QkJhAL5jehgnzHaRPRZDlLMeFi6u4ChOdT3K/E9x/v7iZHjwolOTXXhNhiStXkrRyJdcDaoswkZ4uXgsLxQPE6TyuOp+IJAn1OTpa3Fjj48XN3+8X5lcjR4oVhMhIDn95iPX2/lz91DyixuWJB2IIyz6eDpIkIXc0MJZofV9FRVG6HkxJsoyphx4bp4skyZgsfWNw6/ECEph6OWjofCR9zhwKli6l8quv8NbVoY+KIujxULl+PSgKabNno7W0nVwEXC4OvPwyh996C1NiInGjRhGZm4shOhpJq0WSJPYtWYK9sDBk/Qx6vdBcCabTcqA6HUgSgeaSsl2hNZvRGAxdpjUpzW1GZWcTP2FClwav+uYJ8JkS8HgoXLaMAy+/DKpK7IgRwng2Ph5Zr0eSJArffZeab77puB+RkQz60Y9InDSJYytWUL15M4Xvv0/RBx+QcsEF9L/qKuLHju3QuyR+zBgisrKoXL+ekk8/pSE/n11PPYU1M5P+V15J+ty5WNLTW9OfVL8fNRBANhi69L+QNRokjYagzyfEm96mRXwLEarfL6oKIcQzuZP7vqTRIGs0YvszFSRUVRwnEBAmrNOnd+nhYYyPx9pBJM75xN69e7njjjuo6SA9Ijc3l9/85jdccsklHe6r1WqwWkN4g1dFVZbOkCQJnbbtfUiWJXS6zqMXgkEVny9IhFXPVQvySIxvL9q0YDRqGZrXtX+BRpaIiWkfodeCqoLL03zdShIRls7Pj96gQVVVnO5uomUk0OuEQHTGf8qyDD/5iaiGsnixSI85dEj4Y9TWisUpm61jET0tTUSTxMeLSW5mpqikN3Lk6VWciYkRE2pVbStyPPOMqF6YmiqiC+LiTv/zdodGI6Jj5swRKTuPPiqEkcWLxaLf6YgvLlf352P4cPE6bZr4jC+9JBYduyIrS7wePdpWBHn2WSFYdLT9bbcJ8eKFF8TYvbOomxaeeUakNGU2Rw/v3QvLl7dLASUpCXJzheA1YYI4f0mdG/x2hh8/tdSSQw5m+s7AO0yY84k+FUEWsxgTJpawpC+70fv87GciZK9l8JmaKnI2H3sM9uyhbtkyar78ksySEkwej3i4NjWJp3RyslCFExPFewsWCAPSjIxTWpFc/3olL71UhtuRzE+Gdh6iejYJBgM4HQ1ExrS94StKELdLLNNoNNpuTUQlpJCVdOyynT7y0YiwSKBCo6NPmj+niR48mOjBg6lYu5baHTswp6VRt2sXjmPHiMzJISYvr10aRUN+PkXLlqE1mxn9+OOkXnRRm3QZVVEo+Mc/RMRViNBFRiJptcejIDrAW1+P4vcLP4xu0tB6cr3ro6NFWdoBA8i76y4iQxGe3A32o0cp+eQTAk4nwx96iKxrrmlTklZVVWq3baNm27ZOjyFpNMSOGEHM8OHYCwspX72a0s8/59iKFdgOHmTUo4+SPHVqh2KSISaGzAULSJ05k7rt2zn26adUrF3L7j/+EU9tLYPuuEN4g9AsJBmNBJzO42lPJ/2Nq4qC3+Eg6Ha3bn/GNLehnuBbciIBt5tgR6L3aSIbDMILRpYJuFwEHI4OBYmAy4XP4UA2GtsJh6eKJMtozGa0FgvWzExyb72VmKEhMPU8hzGbzQwaNIjEDvwWMjMzsXZlOiyJif6pIDZXUTqIEPEHgjQ2etq9f0JzdJTj11kPJElCr5eJjjJgMev54bUjuHh61in1tyM0XdzHJAmiIg1oNBJBRaWm1kVqSvuFCEVRqap2IEtSayRLZ7REgEgSRIViTeOyy4QIcvSoqLjSVyQliUiQmhoxVrTZRFTEP/8JeXnCJyQzs/vjhIIZM8SE/9lnRXGAa6+FqVPhuefEWPZUiIwU4k5XXHWVSG+JihLn4cMPuxdBcnLE68GDbft0660iosRsFoJHRobwuWsRj/79byGC9ESk3rRJ7Hf99eLfzzwjzkd9vRB3IiLETyieKcBGNuLGzQ3cEJLjhQnzfaDPRJCVrGQb27iHe0jh/AovPiXKysTDwGAQN9yTGT6cJquVDWlpNA4fzsSJE3ulG1OmRPLSS2XYbGdhJbOHBPxeaiuLSOnXNtc34PNSXVaALGuwRMRiNJ15xYq+RqNp/lNTVfw+L8YeCvWSBPExYuWq1qaiqCB/h6xzzhRJluk3fz4133xD6cqVpM6cSenKlQScTjIuvbTDdJH6PXsIeDwkT59O/OjR7Sa2LV4W6smln8+AyIED0ZpM1O/Zg7+pqV2KjqooNOTn43c4iBs58ownoYAwEbVaaTx0CHdNDdasrA5TPkJJU0EB3oYGYoYOJWH8+DYCCICvoQFPs9jTHZIkETlgAJF33UXyBRew/fHHqVi3Dtu+fSSMHdvlOdJZLCRfcAEJEydy8LXXOPDyy1R//TWpM2a0iiDGpCQMzekfjpIS/A4H+pNMV711dThLSgh6vZhTUjCEoCyr1BJZ4najeNpOVFVVxV1djbs7s0VZRpJllEAAJRDoUMBpQWM0YkxMRB8VhausDEdxMbEn5dcHfT6cZWW4ysuJGTYsJL4nxthYLOnpuCsraTp8mOi8vLMiVp+Iqqp4PB6cTieyLGMymTB1FLoeAkaNGsXy5ct75dgnI8kieiQQUGmyt0+dc7n8HAyhkSqAyaBjyKBE9h2sYcu2Mi6YkolG03vfpyxLxMeaSUuJpMnuZdM3JSw6yT9EUVUam7zszq9Cq5UZntf1CrqqQm2DeIbGd5xdc2oMHCgWtTqJbDtrtERDrFwp0ix+8xthKrpgAfz970IgOJsYDPCLX4joiV//WkSETJwoPD6efloIDD0hO1uYnno8nYsF0dHi/EdHi6o0H38soqG7Su1u8UXas6ft+8nJXVfOaVnI7EmkXGGhiPA48b6s13efqnOafMzHAMxlbq8cP0yY7yJ9Vh3mSZ5Ei5aHebivunB2+MMfRH7hm2+ePSW+A3JzzZjNMsXFXXsNnDKFheLznQYel51Du7/C7WxsfU8JBmmoLefQ7q/QG81kDZ6ALJ/vVQAkjOYItDoDqqpQVpyPqh5fSehsRRjE8zM9UUIjQ30jNNpD7DnyHSD14osxxMVRtWkT9sJCKtevR9LpSLnooo4nys2rOEG3m+AJqSeqquKpq+Pou+/i66Y6y6mSNHkyxsREapqrjPgdjtbvXAkEaDpyhIp16wi4XCROmRKSyXbC+PFEZGXhKC6mfM0aHEVFBH2+Ntda0OPBVV4uIlRCIfo0+3wEvV4RXdF8TFVV8TU2UvLZZzQVFHQYIh70+XBXV+O12dpEy6iqKsr3NgsUit/frq9emw13TY1IJTrh2JJGgzE+Hq3V2m4/Y3w8MXl5GGJiqN60idrt2wmeIEr4nU4qvvqKhvx8zMnJRA8aFJKyrPqICHRWK86yMhzHjrV+VlVR8NbXU7dzJ47i9qaTJ6JtjrIIuFy4Kiramto2309azoMkSUTl5BAzZAi2AweoXL9eiHwt15/fT9Phw1Rv2ULA5SIqJ4eIAQPO+HNGZGeTMH48zrIyyr74AvvRo228btTm68RVWYk7BNVoOsLn87F//37++c9/smLFCopCGN3Vlxj0WpISLDhdPvIP1LQKIaoKPn+Qw0fr+WJd6NL5QERlLJiXi9cXYNkn+9m1twrXCeknqqoSCCrU1rk4WtTN6n0PkCQJs1nHZXNy8Xj8/OPdPZSWNbVGvqiqis3mYcXnhyksbiAlOYLpUzqvCKeqEAhCYZmKLMOA9BCtJuTkhDRq8LRoMdm/+WYRAaKqwiT0ww/PvgByIklJoozwzp0iGuSll4T3XE8rs0ydKgSHjjxXTmTgQJFa1K+feL53dz8ZPFicr+6qzpxMi6jfXXQKHI/2OBm3W5Qv3rv31NruhqUsJYUUxjM+pMcNE+a7TJ9EgrzCK2xkI7dzO/3p3xddODsEAsL7IyVFmGj1IbIMgwaZOXDAhaL03BC7S8rLxQBg8WJRf/4UCQb9lBfvY8eG5WTmjEXWaHE7G8nfvoriQ9tJzhjM8PFzT9g+gN1WTTDgJ+D3UVclJgrBgJ/aikICfi8ajQ69wYQ16ri/gaqqKMEATbZqlGCAYDCAx2XHYasBVcXjbKKy5CCyRotGo0WrMxAZk9hqdnqmSJKETm8iY+Boig5+w8aVf0NvMGMyRaCiEgz4sUTGEZvQUTUGiYwUleR4qKqDbfkqsyb3XiiIt6EBX2Mjit+Pq7y8VSBoOnyYgNOJrNOhi4pqF8ngqa0l4HYLA8xAAG99fesEuOnIEZAkNHo9kk6HMS4OjckUsvQic2oqCePHU/zBBxx87TXshYUkTZmCOS2tw8iH6CFD0EdFieiRzz8nfswYZL2eoMtF5YYNlHz2mZiYdtA/b0MDfqdTfE6/X0zYmyd2zmPHaDx8GI3JhKzTYYiJER4gskzC+PGkXnwxR999l/wXXsDvcBAzdCiyVou3vp7DS5fSeOAAscOGkTZzJvrmwZbi9+Otr289t/biYiHcBIPYi4pEyotOh9ZiwdD8/y1Y0tLIvPJK3NXVFLz1Fr6GBtIuuQRjYiKyRoPi9+MsK6Nq0yaSpk4l5cILu/QN6QkRWVkYExOp372b0lWrUBElgIMeD3U7d1Ly2Wd46+o6TGXx1tdT+N57SLJMzNChrUamit9P9dat2Pbvx5SYiDUjo7XUagvVmzfTkJ9PZHY2lvR0NAaDMHNsaKBs9Wo8VVXEzZ6N6YRUBUmSSJ0xg4b8fEpXreLQm2/idziEN4Wq0njoEAVLl+IsKSHr2muJGzOmNZJB8fvxNTURaLkWAgEcpaUiukOjwXHsGI2HDiHrdGgMBvTR0a19jszOJmLAABry8yn+8EMkjQZDTAxBr5eqjRup2rix24gJY1wcEVlZaAwGqjZsIKJ/f+JGj249X7qICCzp6a0lkWOGDSNt9mz2v/QSR999t/WalPV6PHV1HPv4Yyq+/JK4UaNInTEjJCKctV8/0ufMoX7PHsq//BLF7yfj8ssxp6a2Xn+uykpqtm7FnJJC3t13n3GbJ2O329m6dSvvvPMOAwcOZOBZSAk7G0RFGpgwNo3lKw7wxbqj/Ov9vYwZmYIsS1RWO1j28X6OFjeg1YZunSsiwsDC+YP5fM1RvtlRxoOPfsZdt4xj4IAYdHoNwaBKQ4ObrdvLOFrcwOtLFgIiXaXJ7qXB5sbnD1Jb56a+wY2iqNTWucg/UI1ep8Fg0BIXa8ZiPn4PM5t03P7D0azZUMjna47w1HPrue6qYVgtery+INu/Led3f1xPfJyF224YRUZ65xN+FZX6RjhUDFYzjBkcoudoXJxIPwkGe1YRpjcYMECUUH33XVFF5eabex5tcTYYPhzWrhUpMb/4hagms3KlKP3bFVdeCb/8pag2M3t29+20PP+6M3zR6USfukjL7JCWtJieLJIoSvsxxJ49Ij0mP18IVR1U6jodNrCBaqq5j/uQ+25tO0yY844+EUF+z+8BeIAH+qL5s8fatSI0cfLk3nPkPgVyc83s3OmgrMxLv34hMEW1WMSD/1TV9JbdI2PJG3UxW9e8w9a1/0ar0eGw1xPwe0ntP5SJM28gJTOvdXuXo4EvP3wJt7MRt6MRe2NN8/s2/vPOH7BGxWG2xpCcnsNFl7cdUDua6li9/AW8LjsetwO3q5HGukqCQT/HCnby3iu/wGiOxGSJJCo2hTnXPoROF5pcTQCtVs8F8+/Aaa+nvCift1+4n6joRFRUfF43U+fcypRZ7Uu7SRJoZJg2WuLdVSprv1GZ1YvVz8q/+ILSlSvx1tfjqa1tTVvY/vjjGOLjMURHkzJjBtk/+AHSCRPuo++9hy0/H19jI/6mJrw2G0GXC4Bvn3oKY0IChuYqHDm33krsiBFIISy/3O/SSylbvZriDz4AVaXf/PkdmmeCKK2bPns2ZV98wa6nn8YQF4fObMZvt6MxmRh4002Uff55hyVlj336KbXbtgkxpLmKhrO8HIB9f/4z5uXL0UdHo4+KImvRIhImTEDbLIoMueceFL+finXr+PZ3vxOT/GafEFmjIXroUIb/9KdEZme3ToLdNTUULF1K06FDeG02XBUVuCsqUAIB9j73HObkZPQxMcSNGkXWokWtqR4t9L/yShS/n6L336d05UqKP/4YndWKttkLI+DxoLNYiBs5MiT3qOi8PNJmzcJns1Hw9tsUf/ghuogIgm43klZLxqWXYoyPp2LNmvY7qypNhw9TtmoVAFqrFVmnE54dXi/6yEiyr7+euNGj23mm+B0Oylav5sDLL6M1mdBaLMLPwy4MAKKHDCHj8suJyGrrYxCdl8fAm25CCQap2bqV2m3b0EVEoAaDBBwONCYT/ebPZ8C11xLRv3/rft76eo6tWEHttm3iOrDbcVdU4KqsBGD/X/9K8UcfoY+KwpKeTuaCBSSMFyt0caNH02/OHLy1tRz75BPKVq/GEBMjBEdZJmX6dExJSdRs3drpedaazSRPn07jwYNUrl/Pt4sXo4+Kav1eU2fOZOgDD6BNE/5P+shIMi+/nIDTSfEHH5C/ZAkaoxGt0YivqQlVUYjOyyP7xhtJnj79lL/3jpB1OpKmTmWYz8fhv/+d6q+/pmLtWrQWCxqjkaDHQ8DlQmuxMKA7k8HTxOFwUFlZiSzLJCcnk9PiBXCeExVpZM6MbFavPco3O8v5n8c+Jy7WTKRVj9PlJz0tkjtvHsMrf98RsjZlWSIrM5qnHp/J4mc3sGN3Bff//FMsZj0REXoCfoUGmxuDQcvoEcfvQx5PgM/XHOGjTw/SYHNTW+fm8JE6PF7xfnGJjdgYE+mpkdx03UgmjTu+GKDVygzLS2Dx45fwuz+tZ9lH+1n20X7iYs243H4abG6SkyKYd8lA7rur64oYwSBs2aMSDEJmCmSkhGhMZjKJCa3XK7wk+oqZM8XPuYosi1STESNg4UK49FLYvl2U+u2MvDwhmPzrX/Db34pIj64oLRXt9MRcdtIk0X5BQc/L+bYct7t0RRAilL25BFF9vej/kiXiWnnyydNaOOyM93kfgOu4LmTHDBPm+8BZF0HWspYCCriZmxnJyLPd/NmlJU+0Lw2zTiA3V6wKFhS4QyOCREUdN3E9DYzGCCZcfB2pmUM5sGstdls10QlpJKZmkzd6JhkDR7XZPugXER8tWCJisUQcd/YO+LzYbdXoDSeLFyrBgI+G6pLWdwwGC4mpbcvOKcEAzqb646VRAVnWEJ/cn8zcscQmdvwA1mi09B80Dp3OgN7Q8SBI1mgYOGwKV1p+S/43K6mtLMLrcaDVGYiITmgj9rTbV4YFF8m8vzrIfzYqPHKHjNXcO6Kap64OT3N5WH1UFIkneNSogQCe2lq8tbXt0hkcRUU4S0paz5s+MpKECScMShUFb0NDa6RJKMrOnkjy1KkkT5uGu6oKWa8nedq0TkvRyno9ox59lPixY6nauBFHaSkavR5rRgbpc+eSMG4cqt+PpNEIQ9MTxAFXaSnOkpLW6hk6q5X40aPbHN9ns+Gz2dpEwwCYkpMZ/atfkTRtGlUbNrSmp8QMG0bc8OGkz5+PNSOjzQQ/6HbjLCnBXV0NiAgA4wkO/4rfj6e6GldZWYdldTV6PTk//CEJ48ZRuWEDDXv24KmuRlEUES2QlkbcqFEkTpmCLgQ+JLJOR+5ttxE9aBAVa9fSdPQoAJbUVFIuuojEKVMoX70axevFlJjYJuLBGB9P9g03YM3MxF5YiLe+nqDXi8ZkwtqvH8nTppE4aVKHJV6Tp01DkmXqduzAVVkpxA/AEBcnhJmZM4nKze2wCkzS5MlY+/WjfN06arZswV1ZCZKEJTWVxMmTSb7ggoS4uQcAACAASURBVHbiUsDjwVVRgbO0tPU9U3IyphO2UwMBvHV1oCjimm9GHxVF9o03YsnMpGLNGpxlZUiyjDk1leTp00meOpXSVatAVdsc72TiRo9m+EMPETtyJHXffivaQpjDxo8Z004EtKSnk/fjHxM/diwVa9bQ1JyeEj1kCDHDhpE6YwbRQ4aE1DdGZ7HQb948YoYNo2LtWup378ZdVdUarWJOTSV2xIg295lQYrfbKS8vJzIykpycHOJDUAEpVEjNRp7TJ2cwNC+xw8osBoOGnOw4pkzoR9YJJWJlWSJnYBzPPTWXfy3by87dFTQ2eYmKNJCXm8DC+YNISrRSUekgEFTQaMU9zGTSMnZ0auuxxauWEUOTSUq0EmEV98yW8rUaSSIm+vjzVKfTMHZUCi8/fzkrvyxg05ZSSsoacTh9WC16khKtDMtL5MKpx1N/g0GFyioHx0obW9sdNqSteWyDzUOgOZKk/TnQMn9ODoNy4nnvo318u7uCepsHo0HDwAGxzLoomzkzs7usbKOq4PXBh2sUdDrxPA2ZPY3DISJAQmRw+Z3nkkuEqLFwIdx+O3z5Zdfb/+pXMH++EA3eeafz7VQVNm8W0ck9eZZNnQovvggbNpyaCKLXC7GlO/r1E4a5Tz4pfAEbGkQFmJdeElVgQkSQIP/m32SRxRSmhOy4YcJ8H5DUzswIeomZzOQrvmIf+8jhu7Eq0ykLFghX7sbGLlcICgsL+eKLLxjei8aoAPn5Tm655QA//nEqd94ZAjPaffuEc/add8LLL/doF0UJUlLwLX/93Q0kpGZz16NvY4k489Dr7zKqCnanyqQfBjhSCh8+r2Hu1HDIY5gwYcJ0hqqqbNq0icWLF5OcnMy9997L6JMEyzDfDxRF5WARTLslgMUMq1/WkpsZooWE4cPFin9f+4KcK5SWinSPOXO63u722+GNN2DjRhHt0RVXXCH8TV57TezXEWvWiMo0Dz4If/pT9/0sLxelim+6SZjH9pTsbDGeP9lU9URWrxbeLIcPi38PGABPPAE33hiiXPTjfMqnXMql/Ipf8SRPhvTYYcJ81zmrM6k1rOFLvuQGbvjuCyAgVOlRo/o2RPIEBgwwIcsiEiQkbNggXgcP7nq7MGeEJIHFBD++Vkavg7++p+BwhQ1Sw4QJE6YzvF4vNTU1uN1usrKyGBx+Tn0vUVVweWDpCgWvHxZcKIVOAKmthf37xQr/951gUPh3DBwI8+ZBc2pgp9xxh3hdvbr7Y7/yioisuPtu4XvSUduPPCIicu69t2f9TU2FIUPgiy9OLTJ10CCRQtOZkbjHIz5/iwByzz1w4IAQW3qhOtbP+BlAuDRumDCnwVkVQa7hGiQkHufxs9ls37B/v3hAnmpd9F7EZJJJTTWETgQZ2ZzOtHNnaI4XplNkWeK2hTLTx0h8tlHl0w1qqDNKwoQJE+Y7g9frRZIkJk+ezNSpU3utNG6Yc5ugorLrELy+XCEvC352awjNS5cuFZPhhQtDd8zzlf/6L/jf/xWLYp980n0p2IzmSj61PSjlnJAgjFTj4uC66+Dhh49XaLHbhRHsli3wwAM9T20BmDVLRIR0FdVxMoMHC6Gjs8gfo1FUs1mzRqxgNTZ2Xa73DLBjp5BCcsghj85TqsOECdMxZ00EWcEK6qjjQi4km+zudzjf+cc/xGtHJbL6kOxsE6WlXny+EMygJ04Upq/LlnVfkizMGSFJwtF+8X9pmDhMYvVmBSUsgoQJEyZMh0RFRbFw4UKefPJJLrzwwr7uTpg+IhCADTsUhmZLPHybhszUEEWBBALwwgtiYn7NNaE55vlMizdcUxPs2AFHjnS9/cqV4rWn5bjz8mDTJhFd/Yc/CJFl0CBRffEf/xBlgp966tT6PG+eeP3kk57v0xJR1lWJ28mT4aKLxBj5gw96Vk3mNFjOcty4+Sk/7ZXjhwnzXeesiCAqKo/zOAYM/J1TyL07n2mujMGtt/ZpN05mwAAjwaDKsWOe0BzwoYfEZ/3tb0NzvDCdIksSI3Il1r6u5eVfa9GEbUHChAkTJkyYTjEaJH5+u4bVr2i5ZnYIH5ovviiML++/X1SI+b7z4osiHcbphMceExEZw4fDz34G778vKrFs3y6MUO+/X6StJCSINJGekpUlIj7efPN4JZyJE+HVV4XY0IkZeqdcdBFER8N77/V8n+YqX2ze3P22Dzwgxse//33Hv7fbhVHsa6/1vP0TeIM30KHjWnqnulaYMN91zso0ajnL2cEO7uZu+tFNiavvCjt2iBJZ51ge8oAB4mF99GiIUmKuvlqk/LzyChQWdr89YDBZyBg4mtSMPGRNn1RpDhMmTJgwYcKEOXUOHBAT/v79Q1rq9LwmIkIshpWWwscfiwXA6mr44x9h0SIxThw3TogXS5aIsfGqVSKS5lTQauGWW+DTT+HgQeHp8aMfnZ7fhsEgChjs3CkErZ4wbJgQvd58E5qr4XXKtdeKtPFnnmkvtJSUiDLBX3whyiufIsUUs5a19Kc/8Zw7Va/ChDmf6PUZqILCEzyBGTOP8EhvN3duoKripjpqVK8YIZ0JAwaIMm5Hj4YoEkSSYPFioWb/9KfCwbsLZFlDcr/B3P3Yv0LTfpgwYcKECRMmzNnA4RCTeo9HTIRDUFr8O4VOB5ddJn4URaSNbNsGFRUi8iE+XpSnnTRJjB/7mkWLRHWYt96CX/+6++11Opg2TQg4x44JIawzNBph5Dp9uhBErrwSxowRnoEffCCiZh54QJinniLvIMoF38Op7xsmTBhBr4sgT/AEe9jDrdxKEkm93dy5wdGjwgyph+X49Ho9sbGxGI1GAoFAr3YtPV2LJMEXXzRwxx2JoTnohReiWbQI6b33CL7+OurNN4fmuGHChAkTJkyYMOcCPh+aa69Fys9H+e1vUaZOFd4gp4hW+z2JgJVlGDFC/JyrzJ8vIktajP57wv/8D9TX98zzLydHpM7cey8sXy489EBExfzmN6L90+BN3iSGmLAIEibMGSCpau/VmAgQYDCDKaGEvez9fpTFBaH8XnstvP463HZbt5v7fD6cTudZ6Jhg4cIijEaJd97JDNkxpbo6IqdPR7LbsX/5JcGc78l3HSZMmDBhwoT5TiN5vVhuvx3df/6D7/rrcS5ZctqRDDExMSHuXZjzgspKKCsT5X4TT38RciUrmctc7uM+XuCFEHYwTJjvF70qR/+Lf3GEIzzKo98fAQRE6B/0uHa8LMtoNCEs29YNI0aY2L7dBchoNCEKR0xMxPPaa5gXLMDyox/hXL06bBYWJkyYMGHChDmvkRoaMN94I5qNG/Ffcw2eF188q2O2MN8RkpO7Lx3cA/6b/wbgVm4942OFCfN9ptciQVRUhjOc4ub/YontjWbOTS6+WAghNpvICTzHeO65UpYurWLZsmFkZJyim3Z3PPGECPG78UZYujS0xw4TJkyYMGHChDlb7NghSuAePQr33QfPP3/Oeb39f/buO77Jenvg+Cfp3ou2lFGgQJlVUJChgAKicAVlOgEHovgT3IqC4yooLlRU9CJeEWXIFhARBBF6QURlymhL2QW690ja5PfH17QF0iYtTZ+mnDevvlqap09OZ/I9z/meI64cZzlLU5rSgQ7sZa/W4Qjh1Bz2l3wlK/mbv3mER66sBEhJCezapapA6mACBKB5c9Uc9fjxGmqOWt4rr6iGWAsWyNhcIYQQQjgfk0lN9ejZU008mT0bPv5YEiBCU2/zNiWU8Dqvax2KEE7PYX/NH+ER3HArLdu6YmzZojo+e3pqHUmFLEmQY8dqaExueXo9LFyomky98gp89VXN34cQQgghhCP89ZeaAPLss6p/Q2xstSZ4CFGT4ojjMz4jhhiGMETrcIRweg5JgmxhC6mk0oUuRBDhiLuou/7+W70eNUrbOCpR42NyL+bnBz/8AJGRMH48LF/umPsRQgghhKgJ8fFqUkjXrvD772p86Z496v9CaOxe7sWAged5Hh11YLywEE7OIUmQz/gMHTrmMtcRp6/b/vc/VQ1x++1aR1Ihf39XQkLcSEx0QCWIRePGsGGDmgl/992wbJnj7ksIIYQQojp27VIXrtq1g/nzy/q6ffQR+PhoHZ0QbGUrf/AH13AN93Gf1uEIUS/UeBLkJCdZwQpu5mba076mT1/3bdsGHTpASIjWkVSqZUtPjh8vxGRy4J1ER8OmTRAcDHfdBZ984sA7E0IIIYSwQ16eSnj06AHXXacu1PTrp7Y0//wzdOqkdYRCAJBLLg/yIJ54spCFWocjRL1R40mQucylmGImcAXun4yPh7NnoVcvrSOxqWVLLwoKTCQlFTn2jtq3V/tpW7SAiRNVqWlenmPvUwghhBCiPKNRbdW97z4ID1fPR/bsgQcegN274aefoE8fraMU4gJP8iRHOcrrvE4b2mgdjhD1hmtNnqyIImYykzDCGMzgmjy1c9i8Wb12ggfRqCgvABISCmjSpIbH5F6sVSv47TcYPVpdefnjD5g3T/bZCiGEEMKx9u9XTdoXLIDkZPW+7t3VVt377lPVqkLUQf/lv3zJl9zMzTzN01qHI0S9UqOVIGtZSx55dKMbLtTN8bAOtXGj6gfSv7/WkdgUHa2SIPHxDuwLUl5IiLoC89ZbqmKmRw944gnIyqqd+xdCCCHElSElBT78EDp3hquugg8+AH9/+Pe/ISEBduxQjU8lASLqqOUsZzzjaUQjFrDgylxXCeFAOrPZbK6pk93BHaxhDcc4RiSRNXVa51BSopqARkfDzp1aR2NTUZGJXr32cOONAbzzTsvavfO9e+HRR1V1SFgYTJmi/u/uXrtxCCGEEKJ+KCiAtWth4UJYtw4MBggIgBEj1NaXG24AnUzVEHVfHHF0oxtZZLGUpQxnuNYhCVHv1FglSCqp/MiP9KXvlZcAATVOLTMTbr5Z60js4uGhJyDAhd9+y6n9O7/6ajVF54svwMVFVYS0aaPKVY3G2o9HCCGEEM6nsBDWrFFJjvBwNeVl9WqV8FiwQPVpmztX9WqTBIhwAqc5zS3cQjbZrGKVJECEcJAaS4IsZSkGDIxmdE2d0rn89JN6fcst2sZRBRER7uTnl5CZWVz7d67Xw7hxqiz1rbfUtpgHH4TmzdX/k5JqPyYhhBBC1G3x8fDZZzBsmKrAHTJE9RuLjoaZM+HkSTWZ7p57wMtL62iFsNtpTnMjN3KCE3zO5wxhiNYhCVFv1dh2mEgiOcc50kjDD7+aOKVz6d4dDh9W+1Dd3LSOxi6LFyfz3nunmDWrFT17BmgbTFYWzJ6txugmJYGrK9x6KwwfDoMH1/mRw0IIIYRwgDNnVFJj82b45ReV5ABVSdqtG9xxBwwdqpqwC+Gkfud3BjKQDDL4hE94jMe0DkmIeq1GkiBnOENTmtKGNhziUE3E5VySkqBJE7XvdMkSraOx299/5zF27GEeeiiCCRMaaR2OYjDA99+r8tVNm1SvFZ0O2rZViaZu3dRUmY4dpYeIEEIIUZ+UlMDBg6pnWGyseklMLLs9Ohr69oV+/dRraWwq6oF97KMPfcgkk9d5nZd5WeuQhKj3amRE7kpWYsbMa7xWE6dzPuvWgdmsSjKdSJs23nh66tm3L1frUMq4u8PIkeolNRVWrVLJkP/9T/UM+eordZybm+r43rMnXHed6gAfHe00VThCCCHEFc1oVAmPPXvgwAH480/YtQtyyz0nad0a7r8fbrpJJT4aN9YsXCEc4Qd+YChD0aHjC75gHOO0DkmIK0KNVIIMYABb2UoKKVfmVpghQ1QiJDnZ6a5KPPpoHAcO5LFlSydcXet407AzZ9QTpD//hN271RSe1NSy293coEUL9aQpKgoaNoRGjdT3JDAQfHzU68BAtU/Y21u7z0UIIYS4EqSnqz4eR46UvRw+rN5nMJQd5+MD116rKj67d1cXORo21C5uIRzIjJkZzOBlXiaAAJaylL701TosIa4Yl50EySKLUELpT3/Wsa6m4nIemZmqX0V0NBxyvq1Ac+YkMWfOWebObUOnTr5ah1N1R46opMjeveqK0pEjcPy4/VNm/PzUCD1/f/USFAShoWp0b0SEegIWGQnNmqmEiovMaRdCCHGFKylRF37OnYO0NNXXKy1N/f/UKTh9uuwlM/PCj3VxUU3Q27ZVFZ2dO0NMjOrp4VojBcpC1GnppDOOcaxkJe1ox2pW0wrpaSNEbbrsR5ulLMWIkcEMrol4nM/GjWAyqXFsTqhLFz/mzDnLl1+e5eOPW2sdTtW1aaNe7rmn7H0lJWos3unTqlFtWpq6EpWfr56M5eRAdrZKlGRlQUaG+v+xYyqZUlBg/b7c3FQpbsuW6glcZKR60ta6tapAadCgVj5lIYQQotqKi8seG1NTyx4TU1PVS36+2pKSl6dG0Kanlz1OZmaq9xcVVX4fnp7q8TImRj1mtmqlLhZZHrM9PGrncxWijtnLXm7iJjLIYBjDmMe8K7OKXgiNXXYlSAwxHOAAccTRGidcRF+ue+6BxYtV9UFkpNbRVFlxsZkbb9xDUJAra9bEaB1O3ZCTo5IoyckqkXLmjOpGf+wYnDgBR4+qJ4EX8/ZWDXIbN1Y/C02aqMRIWJh6X0QENG0qI/uEEEJUX26uSuIXFamERUGBekyyJPdzc1XSIiNDVWacP68ez1JT1evz59XFG3v5+5dtK/X3V49h/v7q8a1hQ1UNW/7/jRpBeLjjPn8hnJAJEzOZycu8TDHFjGIU3/ItOur4VnQh6qnLSoIYMRJOOA1pyEEO1mRczqGwUC1w27dXncyd1JtvnmDFilQWL25Pq1ayQLdLcrJKjCQkqJfjx9X/LQmT3EqazYaEqCeIjRqp5EjTpmUJkkaN1EtYmGy9EUIIZ2cwqMS6peowI0O9XVioEheW6kRLNYYlgVFYqJIbGRkq0WFJeNiqwKiIn19ZkiIsTCXpQ0LUi6+v2hbaoIF68fJSCQ93d3WbEOKyJJLIgzzIr/xKS1qykIVcx3VahyXEFe2ytsNsZSsZZPAET9RUPM5l/Xr1xGX4cK0juSz9+wezYkUqGzak06qVdF63S1iYeunSxfrt6enqaltKiqoqseyTPnNGvSQnw/bt6kmtNXq96k0SEqKelFoauvr6lvUxcXFR7wP1pNXTU1WjeHioYzw91dW5wED1f9lrLS5muaIMasFVWFh2m+WKsj3c3Gwvli7+GdTr1c+xEHWRyaSSFXl56u+0JZGRl1eWsMjKUkmM7GyVrMjMvPR1dZIW3t7qb3pAgGoWGhJS9jff3//C3zd/f5Ws8Pcv+x2z9LkKDFRJj4gI9XgghKhVxRTzIR/yCq9QSCETmMC7vIsPPlqHJsQV77JWRStZCcAd3FEjwTidBQvU6xEjtI3jMnXp4ktwsBtr16bz2GOSBKkRwcHqpV27yo/LzFRJkVOnVLLk1CmVMDl7ViVQUlNVw9f09KqVL1vj7q4av1qu9oWEqEROaKh6CQ9XT5bDw9VVQpmec6GSErXYgbLkgdlc1vQvL+/CSQcXv8+yqLr4bVCLquJi9bblCrC1c5S/b1Dvv3hrVkZG2dsX38/F91VXXJwQCQoqezswEHS6S9/296+4Wqo6SRlQMej16m1f37KR25a3PT3LtrOVX6gGBMjEKUcqXwFhqYiwsPw8W96fm6t+h7Kzy35njcaypEVWVtn/LYk+y/ktv1vWfpft4eGhfkaDglSfqKAg9XNmSURbbvPzUz8vQUEqyeHrW9acu/zPuBDCacUSyxCGkEEGUUQxhzn0o5/WYQkh/nFZ22Ga0Qw9eo5xrCZjcg7Z2eoKyzXXQGys1tFctkceiePPP3N4//2W9OkTqHU4wprsbPWEPze37Il+QUHZQtzy2vLEv6Cg7GOystTHWJrfpaSoxEplAgJUMiQiQr2EhZVt1QkPV68tVSo+DrqqYVmkWBbzls/D2oLFcoxlIZSbW7ZAyspSt2dkXLgwslXpYC3JoDWdrqwCCNTX3t294tvhwoRB+dsvPrayxMLlKJ+YsSifzCmfmCm/AC1fnVJ+IXxxoqgu8fcvq8ayvHh6liV2yidSyvPwqF4S5eLv4cXnsXZ/lS20rf38VOXrXf53pvzHWX7vLJUU+fnq56K4WP3fcmxurnptqbYoKbHvfqvKktgKDFTJMH9/9dqSHLN877y8yraL+PioF0uywpK4CAhQ31/p9yTEFS+DDF7iJeYwBzNmhjGMb/gGL+TvgxB1SbUrQWKJ5SQnGce4mozHeSxZop6ojRmjdSQ14pFHIhg/Poft27MlCVJXWZ5w15SSEjUdICVFbc9JSip7fe6c6m1y9izs2GE7EWAp07Zs2XF3r3ixZ21hY0lSWBa9l7P33RpLLOW3C7m6qokFthb9lq1GUJZwKF+5YLnd8jW4WPnEQvmvSfnF6sWVEBcnIxyVnKgvrFW8VMZaUqZ8wqX8Qr58ssySbCy/cLf0cyj/f0uzyqwsVemVl1d3kzZ1gSUBYelDERqqfjc9PdXvXGWJP0vCAtTvkIdHWWWFi0vZseWTFjKZRAhRw4opZg5zeJVXSSWVXvRiNrPpSEetQxNCWFHtJMgC1FaQDnSosWCcyjffqCdoo0ZpHUmNuOYaP6KivNi4MZ2nn26Ch4de65CEo7m4lPU26WDj9zgvTyVHzp8ve7GMU0xPV4mN8k39LNUnFbn4arW7u1qsWCYQlE8KWBIW/v5qcWPpi2LZ8lD+WG9vdR5L6bmHh+OqVETdoddfuIXGlqocW5Mqqj6q7vaLiyuVLu7rYi05VFmCsfyWr4tZEoj2KJ+0K/+2l1dZhUVgYNXOKYQQddRGNvIsz7KPfUQQwVd8xVjGyuQXIeqwam+H6UUv9rCHFFLw5ApruJWYqK5SjRwJ332ndTQ1ZsGC83zwwWlef70FgwYFax2OEEIIIYQQddIWtvAET7CPfXjhxdM8zWQm44tMVRKirqvW5f5MMtnBDm7ipisvAQLw1VeqJPr++7WOpEb9618huLjomDnzlNahCCGEEEIIUeckk8z/8X/0ox/72MdwhnOYw0xjmiRAhHAS1UqCbGITJZQwkIE1HU/dZzLB119D48YwYIDW0dSowEBX2rb1JjOzmP3761gzSCGEEEIIITRSQAHTmU4UUcxmNl3pynKWs4xlRBKpdXhCiCqoVhJkIxsBuJmbazQYp7BsmRpjOnZsvWxUOHmy+iP+zjsnNY5ECCGEEEIIbZkw8SVf0opWTGUqEUSwjGXsYAfDGKZ1eEKIaqhWT5AGNMANN85y1hEx1W3t28OhQ7BvH8TEaB2NQwwatI/kZCNr18bQsKG77Q8QQgghhBCinlnDGiYzmYMcpAENeJVXGc943JHnx0I4sypXgiSSSBppRBDhiHjqtqQkiI+Hbt3qbQIE4JlnmgLw+edJGkcihBBCCCFE7VrGMnrRiyEM4RjHmMIU4onncR6XBIgQ9UCVR+T+xE8AvMiLNR5MnTdnDhQXw+TJWkfiUDfcEIBeD5s3Z/LKK5CRYSQ42I29e3PZtSuHX37J5NixAjw99QQGujJ6dEOGDWugddhCCCGEEEJU2z728RIv8QM/oEfPOMbxb/5NIxppHZoQogZVOQnyMz8D0J/+NR5MnWY0qiRIZCTcdpvW0Vw2kwlefDGRe+8N56qrfC64bdWqVFxd9eTnlzB//jk+/fQMnp56CgpMAOj14O3tQnCwGydPFrJ+fZokQYQQQgghhFOKJ55XeZXv+A4zZnrSk+lM50Zu1Do0IYQDVCkJYsbMVrbSmc4EEeSomOqmxYvh7FmYNg1cq5w7qnMSEwvYtCmD06eLWLCg3QW3nTxZhMGgEh65ucXo9TpcXHR07uzLww83onNnX9zcdBw6lM/o0Ydo1cpbi09BCCGEEEKIajvJSd7gDeYxj2KKGcAApjOdLnTROjQhhANVaTV/iEOkksp93OeoeOquDz4ALy945BGtI6kRrVp54evrQnx8AUVFJjw8ytrDPPdcU1JTjWzalIG/vys7d15j9Rxffqka49566xWWEBNCCCGEEE7rPOd5i7f4nM8poogbuIE3eZNe9NI6NCFELahSY9RYYgGuvD8QW7bA7t3wwAPQoP5s+7j99gaYTGbWrUu/5La3345i8+arGTOmodWPzckpYevWTFq39uKqq3wdHaoQQgghhBCXJY00JjOZVrTiIz6iIx35gR/YxrYrb30jxBWsSkmQHewAoAc9HBJMnTVjhmqE8dRTWkdSox55pBF+fi588cVZTKZLJyX7+1dcKLRyZQomE9x9d7gjQxRCCCGEEOKynOMcz/EczWnO27xNU5qylKXsYheDGKR1eEKIWlalJMh61hPxz78rxsGDsGEDDB4MrVppHU2N8vbW06OHP8nJBj791P5xuAaDifnzzxMa6sattwY7MEIhhBBCCCGqZze7GcEIWtCC93iPFrRgEYs4wAFGMAIdOq1DFEJowO4kSDrpnOMcfvg5Mp6658MPwWyut2Nxn3mmKb6+LixblkJamtGuj/n44zNkZhYzenRD3N3lwUMIIYQQQtQdBznIWMbShS4sZzntac9KVrKXvdzFXeirdh1YCFHP2P0X4A/+AOBRHnVYMHVOUhJ88w10765e6qGQEDdefrkZeXklPPPMUUymyo/PyipmyZIU3N31jBhRf/qjCCGEEEII57aTnQxlKDHEMJ/5XMd1zGIWf/Ind3CHVH4IIYAqJEF2sQuArnR1WDB1zsMPQ2EhjB2rdSQO1a9fEF27+nHgQB7Tpp2o9NiPPz5DSYmZJ59sgru7ZNGFEEIIIYR2TJhYzWp605vudOd7vmcQg4gllh3sYCITtQ5RCFHH2L2K3cc+dOi4mqsdGU/dkZMDsbEQGgoPPaR1NA731ltRhIe7s3ZtKlu2ZFo9ZseObFatSuWaa3wZOTK0liMUQgghhBBCKaCA//Af2tOe27md3/iNMYxhL3tZwxqu53qtQxRC1FF2g0IE5gAAIABJREFUJ0H2spfmNL9yeoJ89hlkZ8Obb4Kbm9bROFxgoCv/+U80rq46nn/+KAkJBRfcfu6cgaeeSsDFRceUKc3QSTWhEEIIIYSoZcc5zgu8QFOa8iiPcpazPMuzHOUoX/M1McRoHaIQoo6zKwlSQAHxxNOOdo6Op24oKFANURs3hjFjtI6m1jRp4sGTTzbFbIbRow9x6FA+AImJBTzwwGGKi82MHduQZs08NY5UCCGEEEJcKcyYWcISWtOalrTkHd4hmGA+4ANOcYp3eZemNNU6TCGEk3C156BtbMP0z78rwn//C2fPwsyZ4O6udTS1atSoUOLi8lm1KpWxYw/RrJknx44VAjBpUmPGjGmocYRCCCGEEOJKkEMO85nPJ3zCYQ4D0JOeTGUqt3CLTHkRQlSLXUmQFFIAuId7HBpMnWAwwNtvq14gjzyidTSamDq1GWYzbNiQzrFjhXh66rn//oaSABFCCCGEEA53kIN8yqd8y7dkk40bboQSSiyxRBOtdXhCCCdnV/r0b/4GuDKaos6bB6dOwdNPg7e31tFo5uWXm7FtW2eWLOnAr792Yty4CK1DEkIIIYQQ9ZQRI9/xHTdxEx3owGxmE0kkn/M57WlPCiksYIHWYQoh6gGd2Ww22zpoBCNYyUryyMOTetwPorgY2rSBjAw4cQL8rpAmsEIIIYQQQmgggQTmMpev+IpkknHHnWEMYwIT6E1vQDVDvYZryCCDJ3mSmcxEh3TpF0JUj13bYY5whKY0rd8JEIDFiyExEV59VRIgQgghhBBCOEABBaxgBV/wBVvZihkzLWjBdKbzEA8RTvgFxzenOVvYwm3cxod8SDrpzGUubtT/CY5CiJpnsxLEhAkvvOhNbzaysbbiqn0lJdCsGWRlwcmTEBSkdURCCCGEEELUG/vZzxzmsIAFZJCBBx4MYQjjGU9f+tpsdJpLLndyJ+tYR0ta8jd/44FHLUUvhKgvbFaCHOQgBgzkklsb8Wjnk0/gzBm49VZJgAghhBBCCFEDUkhhFrPYwAZ+53cA2tGOl3mZ0YymAQ3sPpcvvnzP93ShC3vZyx3cwfd8jztX1jRHIcTlsZkESScdgH/xL4cHoxmzGb78Ejw9Yc4craMRQgghhBDCaZkxs41tfMVXLGIRRRThhRf3cz8P8zA96Vntc7viyp/8yUM8xNd8zShGsZzluOBSg5+BEKI+s5kEOclJQGVs660VK2D/fnjmGWjaVOtohBBCCCGEcDonOck85jGf+RzlKACd6EQPevAWbxFAQI3cjwsufMmXGDCwiEU8wAN8zdfSLFUIYRebSZBznAMggno6IrW4GKZMAS8veO45raMRQgghhBDCaWSSyVKW8i3fEkssJkyEEcZTPMUDPEAMMQ65XxdcmMc8ssnmG76hMY15i7cccl9CiPrFZhLkLGcBCCPM4cFo4ssv4cgRlQgJD7d9vBBCCCGEEFewfPJZy1oWs5h1rKOIIjzxZBjDuI/7GMSgWpnc4o47S1hCX/oygxmc4hTf8q3D71cI4dxsTod5gAeYxzzSSSeIetYwNDsboqPV23Fx4O+vbTxCCCGEEELUQYUU8iM/soQlrGENeeShR09venMf9zGCETW23aWqUkihBS3IJ59v+IZ7uVeTOIQQzsFmJcg2tgHUvwQIwPvvw/nzMHu2UydA0tKMxMZm8eOP6RgMJq6+2pfrrvOnWzd/9JVPGhNCCCGEEMIqI0Y2sYlP+ZR1rMOECR06ruM67uRORjKSJjTROkxCCWUve+lBDx7kQSKJpBe9tA5LCFFH2awEuY7r2M9+CiiorZhqx/nz0Lo1NGoEBw6Aq818UJ1TUmJm0qQEdu3KwWS69Nvo5aXnm2/a0by5pwbRCSGEEEIIZ1NCCb/yK9/xHctZThppAAQSyAQmMJ7xNKe5tkFWYCc76UtffPBhO9tpRSutQxJC1EE2V/5hhOGBR23EUrteew1ycmDaNKdMgJjN8MILiezcmY2/vyuPPtqI7t398Pd3JSmpiC++OMu2bVk8/PARvv22HeHhMj9dCCGEEEJcqogiNrOZFaxgNatJJhmADnTgCZ7gLu6iNa01jtK2bnRjEYsYxjAGMpDtbCeUUK3DEkLUMTYrQXrRi/3sJ5PM2orJ8eLioGNH6NwZfvsNdM43TmvZshRmzDhJly5+fPJJa1xdL/0c1qxJ49//Pk737v588kndf+ASdUN+vomtWzMJCnKlWzfn3SYmhBBCiIrlkcc61rGSlfzAD2STDUA72jGc4dzJnXSko8ZRVs9nfMZjPEY3uvErv9bPC7pCiGpzvhKImjB4MBiN8N57TpkAMRrNzJmThJeXnvffb2k1AQIweHAIixcn89tv2fz1Vy7XXONby5EqZ88aiI/PJynJQGZmMd27+9OpkzaxiIr9+msmq1ensWNHFgaDyo327OnPrFnOnUAzGMwYjSZ8fFyqfY5NmzLYtCmTN99sccH7H3ssjl27cti6tTNeXtKARwghRN2WSSZrWctylvMTP1FAATp0dKELQxnKMIbRhjZah3nZJjCBRBJ5j/d4iIf4hm/Q4XzP+YUQjnHlJUF+/VVVgrRpA72cs2HSokXnSU8vZujQBjYXdqNGhfLGGydISCiwmQQ5f97AE08kcOJEIY0aebB4cXvc3Kr/gBEfX8Dbb59kz57cC94/d+5Zunb149//bkFYmOPHpzmK0WjGxQX0eud+UE1JMfLaa8fZuVNdAbrqKh8aN/Zg/fp0/vwz18ZHV2zAgH24u+tYuzampkKt1KFD+cTF5XP77Q0ueP+rrx5j27Ys3n23JT16VK+yZfr0k2RnF/PSS5H4+pb9ziUkFGI2g7u7c/8MCCGEqL9SSWUWs1jKUhJJxIABPXqu53qG/fMvkkitw6xxM5hBHHEsYAEBBPApn2odkhCijrCZBEkllSKKaiMWxzOb4dlnwc0N1qzROppqO3fOAMCQIQ1sHAmdO/sBcPp05d9DsxmeeeYoCQmqAe6JE4V88815HnywYbViXLcujddeO4HJZCYy0pNbbw2mbVtvjh4tYMeOLHbtyuHeew+yalXHy7pCr5X8/BJuvXU/RqOJe+4JZ+LExlqHVC0bNqQzY8ZJsrNLaNXKi5dfbkaHDj6sWJHCjz+m07WrX4Ufe9NNe/Dy0rNu3VVWb3d1VV+n2vLYY3Hk5JSQm1vCvfeGl76/Rw9/Nm7M4I03TrBsWQe8vatesZGbqz6Pi6s9mjRxJz+/BBcX60kQkwl2784hL8/EDTf4O33CTAghhHNIIomVrGQFK/iVXylBPY71pS8jGckd3EFDqvccz1m44MIiFjGAAcxmNhlksJCFWoclhKgDbK4GCijAiLE2YnG8FSvgjz9g/Hg1GcZJxcZmodfr6NjRx+axgYEqz5WTU1zpcatWpXL4cD433BDA9u3XEBzsxrx5Z6u1iJ0//zyvvXYcb289c+a0YcWKDowfH0Hv3gE88EBD5sxpw403BpKRUczatWlVPn9NWLEihW7d/iqtfqiqxYtTyM8vwWg0s2RJcuki2VmYTGZmzjzNSy8dw8VFx4wZUSxe3J4OHXzIyirm3XdP4eWl5/XXm1d4DhcXHcnJRjIzrf9stW7tTX6+yerkopqWk1NCXp76Hnz99fkLbhsypAETJzYmOdnAjBknqnV+y6hp3UXb5/R6HRd3VTKZzPzvf1k8+OARevfezSOPxPH00wmXVEQJIYQQNekQh3ibt+lJT5rSlMd5nP/xPwYxiHnMI4kkNrGJR3m03idALLzx5gd+wAcfFrOY1azWOiQhRB1gMwnSkY6YcfwixuGKi+GVV8DbG6ZO1Tqaajt0SPXWcHfX2dXOxLIwNBor/h7m5JTwySdnCAhwZdq0Fri76xg3LoL8fBMff3ymSvEVFZn48suzAMyf367CLThTpzYD4K+/qrYwNJnMHDyYz4YN6axbl05hoalKH29x+rSBkhIz6emVJ4cqEhubhaurjgkTGlFQYGLDhvRqnUcLRqOZESP+ZuHC88TE+LBoUXv69w+64HZXVx0jR4bi719xsdhtt4UAcPx4odXbw8PdKC42c/So9dtr0o4d2ZhM0KqVF5mZRjIyLvy+jhnTkJ49A1i3Lp1Vq1KrfH5LpYfl98lCr9eVJkiMRjMffnia66/fzRNPJLBvXy56PXTp4scbb7SgU6eKq2qEEEKIqrKMsn2WZ4kmmva0ZzKT2ctehjKUBSwgmWRWs5qxjCWCCK1D1kQAAexhDw1owN3czU52ah2SEEJjNpMgbrhhonoLzTrlmWfg4EGYNAkaOm/2OyBAbR3x97dvC8mxY2oBajBU/D18/vmjZGUVM2lS49J+B/37B6HXU+WeENu2ZZGXV8Lo0Q2JjKy4E3dgoCuurjrOnLF/q9Uff+Rw110HGTPmEC+9dIxXXjnGwIH7WLYs5ZKr8bZkZ6tFso3hSFadOVPEvn259O0byF13heHhoWftWudIgphMZqZMOcbJk0VERXnxn/+0oUGDC/uyNGjgxrZtnZk0qUml57r2WrWoT0y0nuTw8FB/Xv78M6fCc2RnF/Pyy8eYPr16FRoWmzdnADBoUDAmE/z++4UVPjodvP56cxo2dOfdd0+xb19elc7fqJEaMV1ScvHPi5miItM/972Pb789j8kEw4eHsmxZB7Zu7cznn0czcGBwabJECCGEqK488ljBCsYylnDCuZEbeZ/3ySOP8YxnDWtII41lLOMe7sEfmfIG0IpWrEFthR/MYBJI0DgiIYSWbD4t98a7NuJwrMJCWLhQ9QJ56imto7kslsqHzEz7tl8kJqoeH7fdZr1/SEZGMXv35hEQ4MrgwWXHBAe70qtXIMePF1S43cEay/aS4cNtz2T38tKTk2Pf55GaauSxx+I5dqyQPn0Cee65pvTvH0RhoYkZM07y3HNHq1QV0qaN+rlu1KjqI9N++kktuPv3D8LHx4WePf3Zvz+X5OS6v23sww9Ps3lzBn37BrJ4cbvLaugZFeUJwKFD1hMKlkqRtLSKvy5vvXWSH39MZ+XKVFavrnqFBqgE39atWbRu7cXNNwcDWN3mFBjoyowZURiNJiZMiKvSFqYbbggAuORjMjNLMJlUNVVMjC99+wYRG9uZF1+MpHlzz2p9PkIIIUR55zjHXOYymME0oAHDGc585tOYxkxhCr/zO6c5zX/4D7dxG57I44813ejGIhaRTjoDGUg6znEBSwhR8+y+NllAgSPjcKzZsyE1FWbMgLAwraO5LIGB6qp9UJB9g33++isHvV5Hp07W+4csXpyMwWDi+eebXnKlulMnX0wm2L/fvqvmDz10hHXr0tHry66cV6S42ExeXond/SKmTj2GyWRm4sQmvP9+S+68M4wZM6L4+eer6d07kC1bMpk8OdHu813OZOTFi8+j00H37mph3L9/EGYzbN2aWf2T1oL169NZuDCZTp18mTYt6rKbdEZEeKDTwdatWVZvb9nSC3d3PX//nV/hOZ55piljxqgmpm+9dbK0qqIqYmOzMRhMRES4ExHhTliYGz//nGH12I4dfRg6NJSiIhNTpx6zu4LI0rz34iSIJTmSkmJg5syWvPNO1GVNVBJCCCEADnCAt3iL7nSnEY14mIdZz3p60IMP+ZBEEtnLXqYxja50lfGvdhrCED7gAxJIYAQjMGDQOiQhhAZsJkH0/xzitH8k8vLg7behcWN47DGto7lsliv36elGvvsuudJjMzOL2bo1i06dfK32dsjPN7F0aQpNm3qUXkEvr3Nn1c/j0KGKF7Hl7d+fR3GxGV9f2wmagwfzMJlg4MAQm8fGxeXzxx85eHvrSxfMFj4+Lrz/fst/rsBn8eST9pU3pqaq6oSqLrpzc0vIyiqhfXuf0ikj118fgF6vY+HCyr8fWkpPL+add07h6+vC229H1chIV5Xs8qhwm4erq462bb04fDivwmRDgwZuTJrUhAEDgjAazfz+e8VbZyqyb5/asjV+fCMAGjf2ID/fRHy89cTtiy9GMmhQMLGxWcyebV/PG0sS5OKeIJZk3/nzdb8KSAghRN1lwMDP/MwTPEEUUcQQw0u8xEEOllZ+nOc8m9nMEzxBC1poHbLTmshEJjCBX/iFB3mwfvQ+FEJUic0kiB9q37/T9gX5+GNIToYpU8DT+csDLT07jEYzsbHWr8BbzJ2rGpSOHGl9a8ratWlkZxczcmSY1YVsq1ZeQNmWmspkZBRjMqmGmvb0Pti+XW1XqGwEq8WCBSq5YKm8uJhOB2+80ZzQUDd27syxK96zZ1VSz97tOBa//ZZNSYm5dKsHqO9JSIgrp08XVauSoTZMmBBHdnYxU6Y0IyTEzfYH2Ck62ou0tOIKG+926OBDdnYJJ09W3hz10UdVAqM61TSbN2cQFuZWusVp7FjV82fHjoon/7z0khoFPG/eOX74wfaEIstY6osTgpYkSFV62wghhBAAKaQwn/mMYhRhhHEzNzOLWZRQwmM8xnrWk0IKS1nKaEYTzKUXrET1fMzHDGEIC1jAS7xU6bHb2U4AASxjWS1FJ4RwNJvLVRfUojuHql+h1VxuLrz3HkRGwkMPaR1NjdLpVMPJirZ/bN+exZIlyURGetK3b6DVYxYvPo+vrwt33GG9X4inp57QUDfi4/NZty6NKVOOMXz43+zde2mzVKNRLf79/FwuuVp+6bFmlixJISjIlWuvtT49prxfflEL4/vvD6/wGA8PPTNmRFFSYua//z1n85wtWqiE2MVNQW2xLKx79ryw0dioUWGYTGarXxutpaYaOX68kMaNPbj55iDbH1AFkZGemExmTp2yngSIiVHbsGw1Io2M9CQ83J2dO6v2dyYuTk1LuvHGoNItTl27+uHhob8gSXhxcsrTU8+770YRGurOtGkn2Ly58uRLy5YqIRgQcGGVU+PGqqdMQoITbxcUQghRa/7mb+7jPtrRjggiGMtYlrOcaKJ5gzfYzW5OcIJP+ZRbuAUPqt67TNjmgguLWMR1XMcMZvAZn1V4bBFFZJPNNKbVYoRCCEeymQTJRC0OMrC+x75O+7//g7Q0ePFFcK+8R4WzcXPTYzBYX/DHxxcwebLqdzB+fETpeM/yfvghjZMni4iJKdvWUV5ubgkff3yGjIxiTpwo4pVXjvPTT+l4eupLq1HKM/2zxvT1dcFoNFfaTPXtt0+SnV3M4MEN7OpLYUmwtGtnva+JxdVX+9K5sy8//5xBdnbVKjzstWNHFs2aeZYufi26dVMVLVVdxNeG1atTKSkx88QTjWv83E2aqK/D6dPWKz06dlRJLnv6ynTu7EtSUhHnz1e89e6OOw5wxx0H2L5djcTduFH9XerXryzR5+Ghp2tXX/buzeWTT87wwAOH6dVrd+mxFmFh7sya1QqAyZOPVrrtKzhYJT8uTjpaGutu3155VZYQQogrkxEjm9jEkzxJS1rSkY4sYAHxxDOEIcxlLmc4w+/8zlSm0olOWod8xfDGm7WspRWteJzH+ZzPrR53EzcxlKHsZW+lyRIhhPOw2byhGLWYzaNqIyU1V1QEy5eriTAPPqh1NA7RtKkHn3+exL59eYwbF4HBYGLhwmS2bs3ExUXH9OktGDDAeulkbGwWOh08/HDZzPjs7BK2bs1k8+ZMtm/Pori4bMH3wguR3HhjIKGh1isnPD1VIsWyLeLPP3Po1+/SqoOTJ4tYty4Nb28X7ruv4soOa0wms9WETnldu/qxe3cuBw7kXVKtcbkSEwtJTjYyatSln1fbtj74+7v+M5q15pMNlyM2Nhtvbxd697ZeEVRd2dnFpQkqy/aii6WmGvH21rN7t+3kkGWk7rZtWYwYYX0Ll7e3nri4AiZNisfNTW298vDQMW/eOTZuzCAnp4RjxwqIjy/AbIZ5887h4+PCjTcG0b79pZOuWrXy4rnnInn33ZNMmhTPp59GEx3tVWGMF2/7cXPTERHhDlYa0p0+XYSPj4vdTYyFEELUDxlk8CM/sprVrGc9WahEeVOaMoEJDGIQfehTuuVcaCeUUH7kR9rSlolM5HquJ4aYS46bwxx2sYsneZIYYriBGzSIVghRU2w+O7+aq1nMYtxxskqKr79WTVHffbfeVYGASgh8/HFrxo07wvbtWRdciQ4Lc2fatOZcc431B9f09GK2bMmkZUsvkpONzJ6dxIYN6Zw5U4TZDHq9js6dfenTJ5CDB3NZvz6DPn0qToAApdUkfn5lPUsulptbwjPPJGAwmHnvvRalV9crU1RkKj1XVlYxwcGVb18JDVXf640b0ytNgmRkFJee317LlqneJNdcc+kWHr1evX/r1kxyckpKvw51QWJiARER7ri61mzn+AkT4jlyRFVPbNmSyZ13lk1eyssr4euvzzFv3jlMJjh+vJC0NGOl/Uj69Qvi++8rH5O7cGF7EhMLmDHjFCdPFpY2uC3f/yMoyJWwMHfOnzfQvLknixa1r3Riy7BhDWjQwJXnn0/k//4vjk8/bU109IUJE0tjVGvat/dh8+YM8vNNeHvrOXQon5kzT7F3by69egXy/vstK/2chBBCOL8EEljNataylm1so5hidOi4lmsZ/M+/znTWOkxhRStasYAFjGY0gxjEDnbQhCYXHNOABqxmNd3pzgAGsIc9RBOtUcRCiMtlcxXq+s8hudS9XgcVMpngo48gMBDGjdM6mhqn06ltJ02aeLB6dQxbtmSQkFCIXg/h4e7cfntIpdtMvv8+FaPRTEJCAZMnJwJq6kx4uDsPPRRBnz6BpQmKTz5Ri8zs7GLCwipewLq76/Hy0pcmLJKSLqwMOHOmiAkT4khKMjB+fCN69rTe5PRilvPp9VBixw6Xhg1VEqR164qv5oNKqMCl0z4qkpRUxNKlaoFumZpzsa5d/diyJZPdu3Pp3du+z6825OaWEBxc853Phw5twIwZJwFITjayY0c2BQUmvv32HIcPF2AwmAgNdaNRIw/27s3l11+zGDbMev8Z4J+KirImpBWJivJizpxo3nnnFEuWJPPvf7cgKsqTgABXQkJcSytK+vbdy6lTRXaNwe3dO5B33onihRcSGTfuCNOnR9GrV9n30HKOi0fkgtoSYzbDwIF7KSgwlW4Na97cs7ThqxBCiPqlhBJ2sIM1//w7xCEAPPHkFm4pTXw0Qh4HnMGd3IkRI6MZze3czja24c2FF0ROcQojRgwYiCGGQxwiiiiNIhZCXA6bSRAfVB8Gy7YYp7BmDRw8CM8+qxIh9Yyq1lBvu7vrGDAgmAED7PtYkwlWrkzBx8eFRo086Ns3kG7d/GjXzsfq1XLLgtLec58+rRpklp+WsX17Ni++mEheXgmDBgUzfnxERaewck61+mzWzLPSShQLyxSSBg0qr/6JilJJksBA+7YqmM1gNpvR63WkpxdfUtFQUmIuvc85c5K4+mqfS5poasXf34WMjMsb4bpjRzbNmnmU9sAAGDEilMOH81m1KpUTJwqZODG+9LbQUDcmTGjKoEEhnD5dxIgRf5OQUPmoZcvXND3ddqxGo5mNG9OJjPTgX/+yvuVrzJhwPvnkDH/8kWPX1qjevQP58MNWPPVUAk89lcDLLzfj9ttV0iYlRSVmrI3dtSTciovN+Pu70rdvIJ06+TJwYEhps1YhhBDOL4ccfuIn1rCGdawjFXVxJJxwHuIhbuM2BjDgksWzcA73cR9HOMI0pnE3d7OCFbjgggkTb/AGr/Ea3njTi15sYAM3ciNb2CKJECGckM1VmidqikYRTjQC8rnnVC+QJ5/UOhKHsaehqDW//ZZNUpKB++9vyOOP2+5dYbbnMvo/YmJ82LMnF09PPceOFfDdd8l89lkSubkluLrqaNnSi5QUI2++eQJfXxeKisyEh7tz002BNG1qvfu5v78rLi660goPWyyjdzt1qnzqjL+/2t6Ql2ffdphjx1RyxWQyc/fdB/H21hMV5YVeryMzs5hTpwpLqwUOHy7gzJmiOpMEue22EBYuTGb9+nRuvbVq4/Xi4vKZOfM0f/yRw5AhDXjllWYX3D51ajP27MklLc1Ily5+dO/uT3S0Nx07+pQmAJo39yQszI1duyrvC+Lv74KLi67SproW27ZlkpFRzN13V9xXpk+fQD755Axbt2ba3R+mWzd/pk+P4vXXj/PGGyc4eDCfZ55pgre3+nmxVgXUv38gr74Kvr6u/PTTVXbdjxBCCOeQRBJrWMMqVvELv5Q+H76KqxjPeIYwhK50RW971oBwAlOYwixmsZrVDGQgX/AF/elPAgl0pGPpJJ95zGMc4+hCFxawgIEM1Dp0IUQV2FylWbLZ2WTbOLKO2L4d4uOhQwdoXLcaVNaEwkK1aK/uFeYlS5LR6dRWBnsUFamVfUmJ7WRIdLQXf/yRg4uLjsOHCzh06HTpdpbiYjNHjxZw9CiXLIZnzTpNQIAr4eHuTJzYmB49Llywhoe7cfSo7RGk6elGdu3KoW1b70q37kBZ1cGRI/kXbHuwMBrNF1TGbNumeq68/HIz1qxJ4+DBfI4cyS+dlhMa6kaPHgHEx+dz5EhBaaVJXXD//RGsXZvG1KnHyM8vYdgw601HLUpKzOzYkc2sWadJTCxEp4NBg0IqTJpFRLiTlGTg3Xcr7n3Rtas/P/yQRkqKsdKKHi8vvV2TfZYvT8XFRcfgwSEVHtOihZri8+uvmbzwQqTdvzM33RRIx44dmDLlGMuXp/Djj2m0b68q4qyNVHZ313PVVb7s359LVlZxhcmvpCQDf/6ZU2nMQgghtHeQg6xmNStZyS52YcaMG270oQ9DGMJgBtOc5lqHKRzAHXeCCSabbDaykba0pZBCBjCAlawsXRfdz/144sk93MMQhrCBDdzETRpHL4Swl80kiO6fqQdHOerwYGrEzJnq9aJF2sbhIAaDSoJYazxqS1qakdjYLCIi3C8Z8VqREydUBYSlh0Zl2rZVDwyhoW6kpxcza1ZrkpONNGzojq+vHldXPX5+Lphc2jzrAAAgAElEQVTNqrfCsWMFJCUZOHaskE2bMoiLy2fixHg6dvRh7tw2pY08O3b0ZcOGdFJTjVYXoRbTpp3EYDBZnUpzMcsEkPnzz9O+vQ/FxSaSkgwsX55Cbm4JKSnG0gaxs2a1Yu3aNIKCXLn99galWySsmTPnLAcP5vP77zl1pi9IcLAr77zTkieeSODNN0+yeHEKt9wSRLt23gQFuZGaaqSgwMTx44XExeWzfXs2BoMJnQ4aNXLnvfdaXtIotLyAAFcMBlOlCYAuXfz44Yc0duzIZsiQipMABoO59GeuIqdOFbFrVza9e1ferBegV68AFi9O5ujRAlq1sj8xFRrqxueft+aVV46zYUM6f/yhEnfWJswA3H57CHv35vLDD2ncc8+l1SlmMzzwwGHS04306xdkdSy1EEIIbZgx8wd/sJzl/Jf/kkIKAP74M5KR3MEdDGQggdS/LdbiQnr0/MmfdKUriSRSSCG3czurWHXJsXdxF7nkMolJDGQg85nPKEZpELUQoqpsJkHMqMX2Gc44PJjLtnu3Got71VUQc+l4q/rAMg0jP9/+qSYWmzdnAjByZOWVAOVZekA0aWI7adKxo9oqUFhoIj+/pNItKcHBrkRGlp3zpZciOXQon1deOcaRI/lkZhaXJjxuuCGADRvSmT076ZLtGBbx8QVs25ZJWJg7995re/RueLg7HTr48PffeUyaFH/BbaGhbjRu7EFmZjF//pnD+PFxFBWZKmyIWl7Dhirmn3/OqDNJEFBJiM8+a83nnyfx11+5fPZZktXj9Hod7dp507OnP0OGNChtVloZy6Sd2Ngs/vUv6wmO7t390elg6dLkSpMgPj563N0rTxBMm3YCkwlGjQqr9DhQ21sWL05m9eo0nn66ic3jy9PrdUyb1oKnnmrCRx+d4ZZbgggLs/716N8/mHfeOcXs2UmMGBF6wedgNsMbbxwnLc1ITIyPJECEEKIOKKGEWGJZxSpWsIKTqEbfIYRwLdcynencxE3ONx1RXJZznOMe7iGRREIIwYiR4Qyv8PhxjONarqUPfbiTOymhhLu5uxYjFkJUh80kSFvaAqrpU523dKl6nZGhbRwO5OKiqiPsaRJ6sY0bM3B11TFihP1JEEt/Bnv6W0RGelzQ06Gw0ISnp/0LvnbtvFm6tMMlH3fjjQG4uupYvz6dSZMaX9LM9Px5A88/ryqV3nyzBe7u9u17+OqrtmzZksmRI/kkJhZw881BdOrkV7qVxmQy07//Xv7+Ow+Ap59uavOcAwYEM336SXJy6l4j4auu8mX27Gjy8ko4fDifuDg1wSUuroDWrb245hpfWrb0qnQcrDW9ewewc2c2X355tsIkSGioG35+riQkFGAwmCv8HoWFuVfaGDU/38TBg3n4+7vQtav1EdDl+fion6OdO6u/nS8kxI3XX29e6THe3np69w5gw4YMHn88gVmzWuHpqefcOQNPP51AXFwBbdt689lnMk5PCCG0UkIJv/IrS1nKKlZxjnMANKMZT/IkwxjG9Vwv/T2uUJ/zOVOYQjrpjGc8H/FRaW/EynSmM9/xHYMZzBjG0I9+hGH7Qo0QQjs2V7b+qP4MTtET5OWXYe5cOHVKNUX98EOtI6pxlhGdVb2aXFRkYs+eHJo39yxt8miPlBQDnp56uxfG11/vz9atqn9GdfuWXJw48fZ24YUXIpk+/QSPPx7P7NnRpY1Nt27NYvr0E6SlGZk8OdJmQ9Ty9Hro2zeQvn2tl7fq9TrGjYvgww9PM3RoKFFRth8IPT31REd7ceBAnt1x1DYfHxeuvdaPa6+1nUSwh6VKyFYP3dGjw/n00zPMnn2GiRMblyb0ygsOduXUqYq3w3z/fSoFBSYmTmxq8+fr7FkDjzwSB9g/CvlyvP56CzIyitm1K4cbbtiNp6e+tIdPVJQns2e3rlJSUAghxOUzYuQXfmE5y1nBitKJLtFE8wAPMJzhXMu1GkcptGTGzNu8zUu8hB49i1jEXdxVpXMMZCBDGcoylrGFLbItRog6zmYSxA+1UMqj7i7qSnl5QVwctGgBH30EffvCkCFaR1WjLNthTFXcDaPT6QgIcKVbN/umZHz77XmOHi3gyJGCCrcAWNOsmSeQhV6vq9J4XVuGDm3AgQN5fP99KgMG7KVFC0+Ki82lU1uef75plSpc7HXPPeFWezxUxGyGdu18OHQonzNniuzuveLMIiNVcqhly8p7btxySxCffnqGb789T79+QcTE+FxyzMMPR5R+Ty+Wn2/iiy+SCAx0ZcgQ2419GzZ0Z8CAYLZsyaxw+lBNcnXVMWtWa6ZMSeTEiSJSUow0auTOpElNuOGGurM1Sggh6jsjRn7mZ5axjO/5njTSAGhPex7jMUYwghjq57ZpUTW55HI/97Oc5bSlLV/yJT3pWeXzHOYw29kOlK2dhBB1l80kiA9qoZJLrsODqRGBgbBuHQwaBHffDZs3Q7duWkdVY44cUVNS7GlUWp67u46NG6+2+/jz5w2sWaOeNFTWjPRijzzSiAULkitsIHk5pk5thslk5n//yyY+vgBPTz3du/tz991hXH993VhkfvXVOdauVV+3n35K58EHIzSOyPGaNvVg8+ar8fev/M9Jo0Ye9OoVQG5uidUECKgtO1ddZb2aZ/ToQ2Rnq+k29lRU6HQwfXoL259ADXJz0/HOOxVPyRFCCOEYBgxsYlPpVpcM1NboGGKYxCRGMpJ2tNM4SlGXHOUoQxnKfvYzjGF8zdf4Yn9FMUAssUxlKtvYhgkTIxgh43KFcAI2kyBeeOGBR+mDiVPo0QPWr1eVIP/6F+zYAa1bax1Vjeje3Y85c6BnT8cu+p94oglnzhSxfXs2L70UaffHeXrq+f33axwSk04Hr77aHFBTclxcdFa3VGipWTOP0gk+x48XaRxN7bGVALH44INW1b4PV1cdYWFuPPec7d4sQggh6j8DBlawgrd5m+McJxPVAP4qruJpnmYkI2lDG42jFHXRSlYykpGYMfMGbzCFKaUTMStTRBG72MUGNrCCFfzN34CqMprJTG7hFkeHLoSoATqz2dZOftUUNYww9rO/NmKqOatXw7Bh0LChqgiJrh9NCTMziy9pDirqhpISM7fdtp+UFCM9e/oza1b9SL4JIYQQdUERRfzETyxjGWtYU5r4aE1rxjKWkYwkmvrxfE84RhJJNKYxAA/yIIMYRBOaEEwwLrhgwEAOORzkIK64copTJJLIXvbyF39RjKrGDiGEYQyjH/24kzu1/JSEEFVkVxLEDz+MGCmk4oaFddY338CYMapfyKFD0Mz6iFUhasrcuWf5/PMk/P1d2Ly5k9bhCCGEEE6tkELWs56lLGUta0ub9V/LtQxnOLdxm/T4EHbbxS6u47oqf5wffrSgBY1pzGQm05OeuNouqhdC1EF2JUF60pMDHHCOCTHWTJwIn34KkZGqIiQqSuuIRD1mMJgZMGAv+fkmh20NEkIIIeqzIopKEx+rWU0OOejQ0YUujPjnXxTyfE5UTw45rGENRoxsZCNhhOFO2SAATzxJJLG0SqQVrWhIQw0jFkLUJLuSICMYwXKWU0wxLtg/XrVOmT8fHnwQQkJUv5DOnbWOSNRjJ08WkpRkoHt3+6bxCCGEEFe6IorYwAaWsITVrC69+HYd1zGSkYxgBM1prm2QQgghnJ5dNVwhhACQRhphhDk0IIcZMwa8veG++6BPH1i6FG6R5kXCMSIjPUtHxwohhBDCukIK2cAGlrKUNawhiywAutCFkYxkFKMk8SGEEKJG2ZUECSccgBRSnDcJAjBiBISFwR13wODBMGsWPPqo1lEJIYQQQlwxLD0+LM1Ny/f4GMEIRjFKtroIIYRwGLuSIJbEx1nO0oEODg3I4Xr3hthYNTp3wgTVLHXmTHBx0m0+QgghhBB1XB55rGMd05jGEY5QhBoj35Wu0uNDCCFErbIrCdIMNVElgQT609+hAdWK9u1h504YPlxVgxw+DIsXQ1CQ1pEJIYQQQtQLmWSylrUsZzk/8RMFFACqwvgZnmEkI2WrixBCiFpnV2PUjWxkAAO4lVv5kR9rI67aYTDAY4/Bl1+qiTGrV0MHJ690EUIIIYTQSDrprGIVy1jGJjZhwIAePddzPcP++RdJpNZhCiGEuIL9P3v3HVd19T9w/AWoCIoLEVDcC0duTS33Ts2VO0utHN/6OUsbVto2U1OblnviNleOcuYWcW9FEFRQUETZnN8fh4uLcS/cy2W8n58Hj5vc8zmf92WYn/d9n/cxqhKkLnUBKEIRiwaT4fLkgT//hBdegPffh4YN9Z9797Z2ZEIIIYQQWYIh8bGSlfzDP8QQgx12tKAFPehBV7rK9qJCCCEyDaMqQQCccKI2tdnDHkvHZB179kCvXhAUBGPGwHffQS6jckRCCCGEEDlKKKGsZe1TiY/c5KYlLelJT7rSNXF3QSGEECIzMToJUpva3OUufvhZOibrCQiAnj3hwAEoUQKOHgU3eedCCCGEECKYYNayltWsZic7JfEhhBAiSzI6CdKPfixjGWGE4YSTpeOynuhoaNEC9u/XCZClS/WfhRBCCCFymEACWcta1rCG3ewmjjjykIdWtEpc6iKJDyGEEFmJrbEDK1IRgItctFgwmUKePPDff7B4MYSHQ9u2MHkyGJcrEkIIIYTI0m5wgxnMwBNPSlCC93iP/eynIx1ZwAJuc5vNbOYt3pIEiBBCiCzH6KYXRSkKwGY2JzZKzdb694e6daFbN/jwQ9i7FxYtkm10hRBCCJHtXOc6q1nNKlZxkIMoFHnJSznKMYlJdKFL9q4EFkIIkWMYnQSpSlUAAgiwWDCZjqcnHDkCw4bBkiU6KbJiBdSrZ+3IhBBCCCHSxR9/ViQcRziCQpGPfPSiFz3oQUc64oijtcMUQgghzMroniCRRJKf/HSgAxvYYOm4Mp9fftG7xgD8+KNOjAghhBBCZCG3uMUqVuGFF//xHwpFfvLzKq/yGq/RnvY44GDtMIUQQgiLMToJAlCNajzgQfbeISYlR4/Ca6/B9et6mcycObI8RgghhBCZWjDBrGY1K1jBHvYQRxyOONKJTvSmNx3oIIkPIYQQOYZJSZBBDGI+87nJTdzIoVvH3r0LffrAjh1QvDgcPAglS1o7KiGEEEKIRHe5yxrWsJKV/Mu/xBGHPfa0pz296U1nOpOf/NYOUwghhMhwRu8OAyQ2RD3GMYsEkyU4O8PWrboi5OZN3Sdk925rRyWEEEKIHC6UUOYwh/a0xw03hjCE3eymPe0Td3VZxzr60lcSIEIIIXIskypBDnGIhjTkdV5nEYssGVfWsGoVDBoEkZHwww8wcqS1IxJCCCFEDhJOOOtZjxdebGUr0USTm9y0ohW96EVXulIYWborhBBCGJiUBAkjjEIUogY18MHHknFlHWfO6P4gly7pZTJ//AH55d0VIYQQQlhGGGFsYQurWc1GNhJBBHbY0ZKW9KIX3elOEYpYO0whhBAiUzIpCQJQi1oEEUQggZaKKeu5d09XhKxbB05OsG0bNGxo7aiEEEIIkU1EEcU2tuGVcMQSiy22NKYxfelLD3rgiqu1wxRCCCEyPZOTIG/zNnOYww1uUIISloor61EKhg+H338HR0eYPRv697d2VEIIIYTIomKIYTvb8cKLv/iLe9wDoDKVaUADvuZrSiLN2YUQQghTmNQYFaAhusLhMIfNHkyWZmMDv/0Ge/bobXNffx3eegsePbJ2ZEIIIYTIIuKIYzvbeZu3ccONjnRkIQspQxm+5VuucpXznGchCyUBIoQQQqSByZUgJzhBLWoxjnFMZrKl4srabt/WSZAdO8DTE5Yuhdq1rR2VEEIIITKhOOLYwx688GINawgmGIBqVKN3wlGJSlaOUgghhMgeTE6CxBGHE05UpCInOGGpuLK++HiYOhU++QRsbeHbb2HUKF0xIoQQQogcLZ549rMfL7xYxSpucQsATzzpTW960YuqVLVylEIIIUT2Y3ISBMAFF0IIIZpo7LCzRFzZx9Gj0K+f3j2mTBnYvx/c3a0dlRBCCCGs4DCH8cKLFazgBjcAKE/5xMRHTWpaOUIhxLP2spef+Zm97CU3uclPfopQhAlMoC1trR2eEMJEaUqCjGY0P/IjJzhBDWpYIq7sJTwcmjUDb29wdtZNU7t3T3rsyZPwxhuwfLleSiOEEEKILO0EJ/icz9nLXkIIAaA0pelJT3rTm3rUs3KEQohnKRTLWc5XfMVZzgJghx1uuPGAB4QRRl7yEkGElSMVQpjK5MaoAE1oAsB+9ps1mGwrf344dgxWrdK7yPToAUOHJt00ddIkOHFCJ0zy5NEJEdPzVEIIIYSwootc5Au+oBrVqEUt1rOehzxkJCPZz36ucY0pTJEEiBCZ0DnO4Yor/ejHOc4xghHsZS+f8zkBBBBGGIBsSy1EFpWmSpBb3MIddwYykHnMs0Rc2VdAgE5s/PsvFCqkEyOtWunnli7V2+q2agW//AI1a0JkJNStCwcOQO7c1o1dCCGEEMnyww8vvFjGMo5zHICiFE2s+GhCE2zT9v6TECKDrGIVgxnMAx7QlrYsYQlFKQrAPvbRla4UpjBv8ibjGU9u5N/nQmQ1aUqCAJSlLHnIwwUumDum7C8+HkaPhpkzdbXHL79Az57g4aGXzpw5A1Wq6EqRqlXh+nVo2RJWroQiRawdvRBCCCES3OEOK1nJUpbyH/+hUBSkIN3oRm9605rW5CKXtcMUQhhhFrMYxSjykY/VrKYNbawdkhDCAtKcBOlPf5aylCCCcMHF3HHlDAcPQq9e4O8Pbm5w6xZ88QV8+unjMTEx8N57uo9IgQLg4wNly1ovZiGEECKHiyCCNaxhCUvYwQ5iiMEBBzrRib705RVewR57a4cphDDBYhYzgAGUohS72U0Zypj9GiGEMI95jGWs2ecWQhgvzUmQYQzjd35nKlMZwxhzx5VzBAVBxYoQFgbFiulESFLb6Pbu/bgSZM4c6NIl42MVQgghcrADHGA+8/HCi/vcxw472tCGvvSlK10pQAFrhyiESIM1rKEHPXDBhWMcoyQlLXKdlrRkJzvZylbZVUYIK0rzwtQ3eRMgcXs3kUYXLkBEhE58BAXBb78lPc7LC9auhQcPoGtX+OabjI1TCCGEyIFOcYpP+ZQqVKExjZnNbEpRimlMI4AAtrCFN3hDEiBCZFExxPApn2KLLXOZa7EEyCMesZvd5COfLLMRwsrSnAR5kRcpTGF2scuM4eQwMTHwzjv6sUMH/blVq5If36WLft7BAT75RC+TEUIIIYRZRRCBF150pCM1qclXfEUQQbzHexzlKCc5yWhGy84QQmQDi1nMWc4ymtF0opPFrnOWs8QTT0c6YkMSVd9CiAyT5iSILba0oAUnOJG4570w0Vdf6UqQDz6AjRvh9ddTr/Do3FmPBdi82fIxCiGEEDnEAQ4wlKG4404f+rCd7bzMy3zBFwQSyCxmUZe61g5TCGFG05lOXvIygQkWvc5lLgPQmc5mnVeh+IAPaEtbXuAF9rI3zXPFEss+9pkxOiEyp3S1K29DG9awhh3soBe9zBVTznD0KHz7LVSvDl9+qZfDLFqU8jlK6UqQgQP1n8eNs3iYQgghRHbmhx+LWMRiFnOe8wC8wAsMYhD96U8xilk5QiGEpZzgBKc4RS96UYhCFr3WBjYAkIc8Zp13IANZyMLEP7ehDTvYwcu8bNI897iHK65EE81GNtKRjmaNM6sJIYQiyK6c2VW6NqtvTWsA/uEfswSTY4SF6b4ehsSHfSod5ENCYORIcHfXu8koBYMGwbBhGROvEEIIkY1EEMESltCGNpSlLBOYQAghjGb0U8tdJAEiRPa2jnUAVKCCxa/ljDMAFalotjnnMY+FLKQ0pQkkkDWsIYooXuVV4ogzaa4pTCGaaF7gBVrRymwxGiOQwAy9XmpucYuiFM2w3i0xxHCKU0QSmSHXE+lMglSgAq644oWXueLJGYYNg4AA6NMHatV6/vm4ONi5E6ZMgdatwdkZZs6E4GAYOxauXoW5czM+biGEECILO8hB3uEdXHHldV5nN7vpTGfWsY4b3GAa02S5ixA5iDvugK7+sjTbhNuuwhQ225wf8iE22LCHPbjjTje60Za2hBLKetabNNciFuGAAz74kJe8ZosxJd54U4lKlKBEplpVEEUUCmXxDUD88acnPXHAgRrUwBFHmtGMRSwinniLXjunS9dyGICylOUgBznPeTzxNEdM2ZuPj97ppXJl+PNP/blbt+DYMf2xfz/s3QuPHunn7O3hlVfgtdegRw8oIN3nhRBCCGOFEMJiFvMnf3KKUwDUpjaDGUw/+km5sxA5WBnKAHCSk/Shj0WvdYc7AGZbdnOEIwQRRDe6UYpSiZ//gz8oTWm88KI73Y2a6yIX8cefwQxOTNYk5x738MEHF1yoRrV0xd+SloQTTjGKMZCBaZ7L3O5xD4BXedVi1zjHOWpQg1hi8cQTZ5xRKPYkHCMZiTfeiT+jwrzSnQSZwAQ60YlNbJIkiDGGD4f4eKhYEdq3hwMH9Ba5Brly6T4hBQvC++9D8+aQP7/VwhVCCCGymnji2cxmPuADrnKVaKIpSEGGM5y3eEuqPYQQADSmMfnJzyxm8QEfmLVK41lHOQroRqbmYOgD8iEfPvX5UpSiKlVNalewGb3ZQlnKpjjuX/7lFV4hiihssWUFK+hBDxMjh+1spx3tsMGGmczk//g/k+ewJF98AShPeYvMr1AMYQixxPIpn/IFXyQ+F0II/ejHNrZRn/rsYAc1qWmROHKydC2HAWhJSxxw4C/+Mkc82d+RI/px40Y4eBBcXaFBA/jpJ50QCQuD48dh1y7o1EkSIEIIIYSR/PDjS76kPOXpTGfOc54KVGAe87jJTX7hF0mACCES5Sc/nehEOOE0pjEBBFjsWoaqiQKkv6o7jjgWshAPPGhAg+eer01t7nKX05w2aj7DTp+p9UbpQx+iiKIZzYgnnn70M3nJyCIW0Y1u2GHHT/xklgTIUY7Sj3544EFDGtKNbvzIj/jhl6b5DE1sLbUkZT3r2cc++tHvqQQIQBGK8Dd/s5SlhBJKG9pwgQsWiSMnS3cSxAEH2tKW//iPYILNEVP2dugQrFgBfn4QHg7XrunPvfsuNGwIDg7WjlAIIYTIMqKIYgUrEpucfsZnRBLJeMZzjnOc4QwDGYgD8v9XIcTzlrGMMYzhPOcpQxnGMpab3DT7dQw31HbYpen8SCLZyEbOcpY1rCGMsGSTFoYlN4bqk9TEEAPo5ElKilOc7nRnF7sYy1iiieY3fjP6NUxjGm/yJtFE8w//MJzhRp+blHvcow99qE99lrGMm9zkEIfYwAZGM5pylKMXvbjGNZPmzUc+AJrRLF3xJWcyk7HFlh/4IdkxfejDSlYSTDDtaS/32WaW7iQIQFe6EkdcYodlkYK6daFnTyhZUu8OI4QQQgiTHeAAQxmKG270pvdTTU798OM7vpNlukIIo0xlKutYRwlKMI1plKQkLWjB93zPZjZzghPc537i+Dvc4QhH+JEfKU1pXHDhAAdSvEZ6d0DpSU8605lqVEtsInqEI5SlLC640I1ujGAEE5hAOOGA7vURSmiqc9/lLpB601YffFjNagDe4i0Ao3eh+YM/GMtYcpOblaykKU2NOi85EUTQhCZ44UVzmvMv/xJDDApFCCEsZSktaMFKVlKFKoxilNFzG6pbylEuXTEm5QhHOMhBBjIwsTFvcrrRjfGMxxdfXuM1s8eSk6W7JwjoJMgwhrGIRbzDO+aYUgghhBDiKTe5yUIWMp/5nOc8oHd1+IzP6E9/2dJWCJFmXehCBzownvEc4Qh72csudhl1bmUqJ26BmxxDEiWGGHKT2+T4PuET8pKXClRgFrOIIop61OMa1wghJMk3o79NOMYznu/4Ltm5H/IQgDzkMToeU885wxlAV8SYY5nJR3zEaU7TnvZsYctTzxWgAH0Tjq1s5VVeZQYzcMaZT/k01bn98ccFF+yxT3ecz1rEIgCj75m/4Rs2sYl97OMwh5Nc/iRMZ6OUMkt3nipU4TznucAFKlHJHFMKkf2FhMAPP8CkSZDb9P8hGuXSJX2dF1+0zPxCCGFB8cTzN3/zB3+wiU3EEEMRitCPfgxkoPT4EEJYxAMecIxjnOY0q1hFYQonJi/ucQ8nnOhFL5rRDDfcUp1vJCOZyUwucpGKVExzXHe5SzGK0ZWuiVUZANFEE0QQpzjFMY7xKZ9SkpK44MIXfEFHOiY7Z2Mac4AD3OFOqskcg/d4j5/5mW/59rnmrElRKLrTnfWsR6GoTW1e4zU+5MNUd6RJSg1qcIpThBGGE04pjr3FLV7mZa5whdnMTjUB4YEHxSiGN94mx5UShcI+4QgjDBuMWxVwghPUohbtaMff/G3WmHIqs1SCAPyP/zGCEaxmNR/xkbmmFea0fDl88IHuQVK8uLWjEQBffAEzZkC+fPDJJ+ab18cH5s2D336D6Gj9uatXoWzKXb8t4swZ+Ptv3QenZEmIidENgmvVgqpVoUoV/WFrltV5Odu1axAZqb+eQmRx3niznOV44YUffthiSyta8TZv04UuFnmHTgghDJxwonnC8R7vpXs+wza2v/Ir05iW5nkWsIB44nmJl576fB7y4JFwdKADk5hEFFEc41iqcxqq6O5xz+gkyH/8Ry5yMZjBRo23wYa1rOU615nMZP7gD45znLnM5QM+YCADTfp73Q8/6lAn1QQIgBtuHOAAVanKu7xLU5pSmcrJjrdETxiAYxwjhhi60MXoBAhATWrSla6sYx0nOUkNalgkvpzEbHcdQxmKCy78wR9m2/pJmNmuXXDjht6VRmQO53U5t1mSUg8fwvz5usFu7dowcybkyQPt2ulmvNZIgAB06KC3e545UyfhPv4Y1q6Fzz/X/XGqV9dxjhoFd+5YJ8asTimdTKtWTX9Nhciiwv0pLzEAACAASURBVAhjPvNpSUvqUpcpTCGWWD7hEy5zmW1soxe9JAEihMhyetGL3ORmOtM5yck0z7OTnQA0pGGK40xZztGYxgBc57pR4w9wAB986EEPk5chlqY0v/ALpzjFm7zJXe4yjGE448wYxhBLrFHzFKEI5zhn9HVdcGE5y4khJsVtfR/xiHjiLbItrWE31Wd3xNnABtawJtl76CCCEnuwTGWq2ePKicy2HAZgHOOYwhT+5m/a0c5c0wpzWb0aXntN34h+/721oxHe3lC/vt4R6M4dyJs3bfN89hlcvKgTC9HRYG8P/fvDW29B48bmjTkttm+HnTuhSBFd/VG4MAQFQa5c4O8PmzfDtm3w4IEes24dNGli7aizjps39c9RQACUKwcLFsDLL1s7KiGMFkss29jGEpawlrVEEIE99jSiEa/wCmMYk+bdFIQQIjOZz3wGMQgbbBjAAOpQh3rUwxVXHHAgkkgucpELXOASl/DCi1BCaUrTxOSHBx7kIQ9XuZritRrRCD/8jNr2dzvbaUtbpjKVMYxJcWwMMdSiFuc5zylOUZWqxn8BkvCAB/zET3zGZ8QSy4u8yDzmUYWUq1pdcSWIID7mY77ma6Ov54wzMcQQRliSz/vjTylK8R7vMYtZJr2W1NSlLr74EkTQU/9fc8SRCCKww45c5KIgBXHGmRBCCCaYeOIpTWkCCSQveZONXZhAmdFVdVXZKlvVXrU357TCXI4fVwqUatvW2pFkTo8eKRUSknHXyp9fKRsbpQ4eNP384GClfv1VqSZN9PcUlHJ3V6p/f6Xu3ElfbMuWKZUrl1LLl6dvHlPExyv11Vf6dZQsmXHXzerWr1fKxUV/3Ro1UioszNoRCWG0/Wq/ek+9p4qpYoqEo5FqpH5Vv6q76q61wxNCCIv4Un2pPJRH4t97qR02ykYNVoOVUkodU8cUCjVCjUj1OvVVfZVX5TUqpvvqvrJX9qq2qp3q2A6qg0Kh3lfvGzW3sR6oB2qEGqFQKFtlq3yVb4rjv1RfJn6NNqqNRl+nmWqmUKgYFZPk8yfVSYVCfao+NSn+1ASoAGWjbFQf1ee559ar9WqwGqzaqraqkCqkPJSHqqgqqnqqnqqmqqmmqqlapBapjqqjslN26oF6YNbYciKz9QQBKEtZOtOZv/iLM5yhGtXMOb1Ir1q1oEABvWwiO4mMBC8vOHAA/vc/qPHEOrmTJ+HPP/VSDIPwcPjmG90s1NcXTpyA4GCIi9PbFh8+DPXqWTbmUaN0HH36PN2wdNMm6NcPXn9dL2OpWFH30Lh1S/f52LpVf/8OHdLjDc1Uy5TRPT/Mse3yvHkQGwvffgu9e6d/PmPY2OieKFu3wt69epmQZwpbW4aEwCuv6IqmpiZusXb/vq48sbWFokWhZk0oVCh98We0hw9hzBiYPVvHvmKFLIMRWcIFLrCEJSxlKVe4AkBFKjKc4QxgAOUpb+UIhRDCsiYkHCc5yXzmY5NwPOABhSlMPPGJDTlb0vKpxqFzmQuQ4nIOg7vcJZJIo2IqQAEqU5njHGcve2lC0hW5v/ALf/N3YrNVc8pPfmYwAxtsmMEMlrI0xT6TH/Mxi1jERS7yPu+n2Pj1Sec4hxNO5EqmNWYIIQBmb++wjW0oFO1p/9xzryYcqTnAAeKII4gg8pPfrPHlOObOqhxUBxUK1Vv1NvfUwhwaNVKqSJH0zzNypFIrV6Z/nrSIjFRqwwalvvxSqVatlHJ0fFwN8f33T49t0EB//p9/lPL1Vap+faXy5Hk83t5eV1AUL65U375KjRun1P37lo1/4UJ97WbNlIqNffq5v/7S1SGG+JL6KFRIqW7dlFqwQKnVq/Xnpk41X3ytWj2+1pEj5pvXGH/+qa+7cGHK4+bM0eOaNzdt/qlTn/55Af317txZqR070h53Wqxapa//2WfJj5k7V1f3PGn1aqUcHPS5LVoo5edn2TiFSKfb6raapWapBqpB4rt2bspNjVQj1SF1yNrhCSFElnBP3VO2ylYVVAVVvIpPcew5dU65KleFMv5W7y/1l7JVtspDeahQFfrUczEqRo1X4xUK5aE8lL/yT9NrMMZGtVGhUD1Vz1TH+igflVflVbbK1qhqEMPcNVXNZMcsUosUCvWGesOkuFPzknpJ2SgbdVvdTvMcw9QwhUKdUWfMGFnOZNZKEIAXeZHWtGYlK5nABKpT3dyXEOlRqZKumAgJ0f0X0uLECd2E8c8/oWtX3dvBWN98A8OGpXztlSt1fwhfX/DwgNBQXR1w5QpcvqzHxCY0TbK3141AGzXS/S86d356ripVdGVHrlxQty7cvaurJnr10hUXL7yQsbuSbNsGb74Jzs6wbBnYPbPOvXNn3d/jn39gyxbdzLRgQf31KlMGXFz06zVUfHz99ePXaQ5KwfHjulFrYCDMmqV7TGQUp4QO36dPpzzOUD3j7m783BMn6q2IQVdNNG+uf87WrIENG/RH8+a6auiFF0wM/AmTJoGrq/45T8nSpfpx3brHcSUVs58fLF6sGxqPGqWrgOztYcAA3QhXdtURmVAEEcxiFotZzHnOE0MM+cnPAAbQn/60prX0+RBCCCPFE0996hNPPMMZnurOIte5TjjhlKa00dfoTGc+TzjccWcEI2hAA7zx5id+IowwqlGNTWzCA4/0viRA/78immgKUhDQ/TgGMCAxntTUpCb72Ec72tGJTrzBG8xjXpJb7vriy2AGY4MNy1iW7JyGHiclKJGWl5SkGGI4xCEKUMDkRrJPMlQIFUd2+Uw3S2RWDqlDykbZqAqqgiWmF+nx5Zf6HeTdu9M+x8yZj99FnzLF+PM+/1yf88oryY/ZujXlKghQqk4dpTp2VOrff3VVSEq6d9fn+PgoNXiwUl26GB+vufn7K+XqqpStrVKLF5tnTkPVxv795plvzRo937BhShUtqlSlSuaZ11iLF+vrT5iQ8rjYWF3R097I/kPe3krZ2ekqmnv3nn/+7FmlXn1VXzt/fqWOHjU9doNcufS1krrOk6pU0ddL6WeyWrXHlTG2tvq/hw9X6saNtMcnhIXEqTi1Q+1QA9VAVVAVTKz6aKfaqcVqsaxhFkKINLqqrioUylN5qlgVm/oJ6TBdTVe2yva5viRvqDdUuAo3yzXuqXtqspqsXJWrqqQqqUfqkZqupqtcKpdCoSaqiSbNd0adUYVUIYVCVVKV1J/qTxWkgpRSSt1Vd9Wn6lNlr+wVCvW7+j3FuW6r2wqFaqqapvn1PWub2maWPiMeykPlU/nMFFXOZvZKEIAGNMATT85xjk1sMnqNlsgAMTH6cfNm03spGJw9qx9tbPQ8779v3Hn//acf4+OTH9O6NQwfrne5iIjQu17kyaMrP/z84J13oEUL+OEH464ZmbAWsnBhmDPHuHMs4do13WckNBQWLdK7t5hDKb3nPJUqmWe+FSv0Y7Nm+vv766+6r0qNDNqP/O5d/digQcrj7Ox0lczFi8bN+8MPuufLt9/qyppnVakC69frioyvvtKv/59/nu7XYiwbm8c9Vb77LvlxoaH6MSyFDt8VK8KZM/p3oEABWLJE90IRIhM5xSkWsYilLE3chaAudelHPzrRiUqY6e8nIYTIocpSljOcoRKVLF5FN4pRdKMbBzlIKKE440x72uOEk1nmX85yBjGISCIpQAHykAcnnIgjjvzkZwQj+JzPTZqzKlW5wAU+4zMWsIC3eRsAG2wSe3vYYcc0pjGEISnOVYxiOOLIHvZwjGPUpe5zYy5zmS1sYSMbOc5xWtEqxeqS9awHoCdp7992lrPc4EZipYxIJ0tlV26oGyq/yq9KqpJmyxoKM9i3L+neGabw9FSqYEH9DratrVKXLhl3XtOm+trLlqXtuidOpP7O+bP69dPnhFvxZ/DGDd13BJQaMsS8c3fpontamENMjN5ppFw5vVvL9u2p96wwt6FD9TWvXUt9bJky+rXHJN3d+ylvv63nvXUr9bGbNum+IUWL6l14TFWwoK5SyZVLV6Akp2tXHVNKPXo8PfUYITKZ2+q2mqFmqLqqbuI7haVUKfWx+lidVWetHZ4QQohMyk7ZPVdlUkwVU1PVVHVfpb8vX7AKVj+rn1V1VV3VVrVVX9VX/aZ+U2HK+B30flW/JsZXVBVVrspVlVfllafyfK5KxnAcVUlXEcereOWu3FUZVSZdr6uOqqNQqF1qV7rmEZrFFpOXoASTmIQ//nzCJ5a6jDCVoYdCYGDazo+OhgsXIF8+vRNLfDz8/rtx58bF6Xfwn+3bYawaNfT5puxu4+ur35nPly/p52/f1ru0WFKtWnDzpq4EGTcu5UoYU4WGpr23y7M2bdK75Lzxhv6atWih587IniAbN0KJErr/SWpeekkvkPL1TX2svb1+jIpKfewrr+jeNXfuwKBBqY9/1qNH4Oioq0FGjUp+3PjxurrDwSH5MSk9J0QGiyOO9aynK13xwIORjOQCFxjIQHaxi2tc42u+pgpm6lEkhBAi25nMZMYylg/5kF3s4g53uM1txjCGAhRI9/xFKcr/+B+nOIU33ixlKUMZalIlyzCGMZ3pVKc6zjhzhzvc5CYKRQlK0JWuzGAGa1nLNa4xk5nJ7oq6gx3c5Cbd6W7ya7nDHcIJZxzj8MabcpSjGc1Mnkc8z0YpZd79f54QRxxNaMIBDrCd7bSmtaUuJYwVGalvrHr10tvKmuroUb1EZexYmDJFL0m4dUt/pLbNaKFC+qbPzy9tsQOUL69vaA1LclJTooROdBgaqRpcvqyX8WzYoJu7rl6d9phSU6WK3vLVwNFRJ2Vq1NDLf2rV0gmSokVNn7tGDb3l6/Xr6Y+zZcvHDWgNy2xq19Zb8/r4QIUKOklx6BC8955espSS8HD9M/Laa1C9eurb927dCu3bw5AhuvGujc3j5EVSfvkF3n1XJ29SWyIyaxaMGKGbkfbtm/JY0MmVggX1kqyICOOb/8bE6KUr3bvr5sO7d6e85bKnp54/ue9fp06wbx/cu2fc9YWwgEtcYg5zWMQiAgnEFlta0IJBDKIrXclHMklmIYQQIoerSlXOcY4d7KAVrYw+L4ooilCECCJQKMpRjt3sNltT2pzOotsK2GHHAhbghBO96c0VrljycsIYefPqm+2AgLSdf+iQfjT0jGjeXL+7Pnduyuc9eKB7HyRXkWGs8HC4dMn48WXL6tfs56f7KfTsqZMQFSvqHhCOjrqixZLOnYOdO3XS5f/+T+/uEhqqe0589BF06KB3fSlQAMaMAW9v4+e+eTP9lSXHj+sKlZ07dVLFkACJjHycMOjXT1eF9OkD06frG/vUfP01fPGFntPJCdzcdEJk+HBdITFunP756d0bunR53CdlzhydqKtaNeX5K1bUj1evph5L16768aPk95t/io0NvP66Tp6dOGHcOfC4wqp4cZ14sbPT3/Pkcs158qQ8nylVT0KY0SMeMZ/5NKUplanMZCaTi1x8zudc4xo72EF/+ksCRAghhEjGWMZyjnMUpahJCRAAe+yZxjQqUYnmNOcIRyQBYkYWaYz6pIpUZCYzGcQgWtCCy1wmD6n8w19Ylpubro5Ii/379WPDhvrxp590MmH2bBg9Ovl3+0+d0jeC6W0IWrGi3uLXWDExenlC6Se2CMubV9+Mv/mmriDIiC1GmzfXH0+6e1d/XXx89Ha5Z87oBMP06bri5cSJ1JNGDx+mP/4WLXQ1Ceh4ChXSCZAnl46cPauTGZUq6cahlSunPu+nn+oKinv3YM8ePXdyFTd2djqZkyePrjBxctJJiJQYmsEaUxVUsiTUrKm/pn/8oRvspsawTW5KjUufdeGCfqxQQVe/DB0KP/+sK1tSWhqTnGcrmISwsAMcYD7z8cKL+9zHHnte4zXe4R1a0SrJbQeFEEII8by56DeJRzAiTecPTTiE+WXIv2YGMpAe9MAff97gjcQuvcJKnJzS3hPk8GF9g+fiov+cPz+8/ba++duwIfnzjh3Tj3Wf77BskvLl9c2y4aY9NeHhOvlSpoy+Kff11csPVq7USw0yIgGSHGdnnRgZNUpX2ISH6x10PD31kpQRRvyF6eCQ/p1hDNURbm7QqpWer0wZnfT46CO9U4udna4UWbnSuAQI6CqbL7/UFREnTjz+vl258vjDx0cnSaZM0d+nqVN15czhw6m//lKl9DUMibnUbNumf25HjXp6eVJyriRUrpnSl2PPHv1o2E1n0iSdCBo/PulkSlxc6pU80hdEWFgQQUxnOgUoQGMaM5vZlKIUM5lJIIGsYAVtaCMJECGEEMIEZSlLCUrwMR9bOxTxjAz7F40XXnSkI154MZ7xGXVZkZTgYF0dYUyTyCddvqw/nJ2f/vyYMbp3w6RJyZf9G5bRJNcbwVhOCU2NjG1malhu4O2tl2Y8WRGSGTVurCsbcuUyriFpXJyubEkrpWDdOp3k2LoVtmzRCYjz53Xi4ptv4K239HW2bEn7dQwKFNCVHoaPmjX1a/3uO72E5K23jJ/Lxka/9tOnjVsSVKyY7mlSr55+valZu1Y/GipCjLFggY7LsLWus7NOJEVHw8SJz4+/fl33DkmOv//jbYOT4uurlw9ZrrWTyKZiiX2qyekYxhBNNK1pzVGOcpKT/B//RxHM1HhZCCGEyGG88eYGNyy+rbEwXYYlQeywYwUreJEXmcIUJjEpoy4tntUqYU1aSjdfSTlyRD+2a/f0593d9c2rt3fyO8Xs3Kn7cxgqSNLKUMFyxcj+Mj0T9uM2pc+GtdnY6CUpjo6pj334MOXmoakZNw4OHtTVPIbqhWd16KAfv/km7ddJybRpEBQEH39setVDnz46QXPmTOpjt2/XvUemTn3cTyQ5Dx/qvjllyxrfxyYiQu8oU6fO09+7iRN1Nc3MmY8rogycnB7v2JSUfPmST/Bs3qyTSEOH6h4zQhjhMpf5kA8pTWm60pUNbKAZzVjMYkIJZTvbqUs6K/aEEEIIITKxDK1tdcSRv/mb2tRmIhPpTzr7Q4i0cXPTj0FBpp1nKPV/883nn/v4Y33z/tFHz/cx8PXVyYv8+U0O9TmGm9e4OOPGN0vYRmrRovRfO6McPqxvpjt1SnncxYv6a53WJT1Xrugbc0MlRnJKltQ36oGB5t3eF/SuQpMn6yVWQ4YkPWbiRN23JClt2ujHvXtTv9axY/p6xlS0zJ6tK6VGj059rMG//+peKr16Pf15W1v47Tf9+zFkyNO/H9HRegej5DRooH/W79x5/Lnjx/Wyso4d9fdj5UrzbZMssqVHPGIxi2lGMypRiclMJje5mcQkrnGN7WynP/1xQJZeCSGEECL7y/AFvoUoxHa244ILS1nKWMZKj5CMZtiK9ckbK2Ps3q1v2JLaGrVECb0Lxr17ugnkkzZt0o/vvWd6rM8y9KN48MC48Y0aQe7cuvFoZGTSYyIjdbPPtPZJMSeldHUD6F1UUrJ9u35MS5XL3bu6oic6GtasSX174/799ffWmF1hTDF+vK66+P57/X16VnCw7iuS3A4tLVroJM6cOalfy5CcWLo05XF37uiknqsrDB6c+rwGv/2mHzt2fP652rX1ttLe3o+/r3Fx+mv67PKyJxl2yNmxQ1elODnpShNvb/Dw0Imdbt2Mj1HkGArFfvYzlKEUpzgDGMAhDtGTnmxnO1e5ymd8RilKWTtUIYQQQogMZZUuZ844c4IT1KMe05hGH/oQTbQ1QsmZXF31Y3Cw8efcvq0bVhoqK5Ly7be6oebHHz+9je3cuY93ZEkvQ0LF2B1ibG31jXZ0NAwYkPSYFSt001TDTaw1ffcdXLumlyw1aZLy2AoV9GOBAqZdY/163fz0yhX9PevcOfVz2rfXj4Y+GeZw9CgsXqwTGUndyEdH69ji4/X2wkkpWFAnB7y9YdeulHdTKVdON1M9fz75apCoKJ04i4zUFSrGLoWJi9ONVx0doVq1pMdMnKiX+8ydq/uY+Prq12b4fUyK4fft5591/5CICOjRQy9h8vdPuimuv7/sKpODneMcAxhARSryEi8xm9lUoAI/8iOBBOKFF61pLU1OhRBCCJFjWe1fQe64s5vddKITK1hBRzpyj3vWCidnMfSQeP99nQAwxqxZ+jGlGzZHR72MIDpav1sdGKj7L3h7Q9++5inZN1Rr3Lpl/DkTJujql1Wr9Dvrn34K+/bBvHn6nX7D8p7q1dMfX3r8/LNOIFWrlvxWsk8qW1Y/mpLMAt0nJSQERo6EDz807pyXX9bLORYuNO1aKfn4Y50EeLZyCHQj3Ro19OPAgY93sEnK9On6sUWLxw1Jk/PPPzpp1KmT/no/6exZqFVLN/+tUyfpZV/J2b1b/9y/+27yY/Lm1Y1ZQSeVvLz0f6fU1LR+ff17deiQrt6JjdU/x8m9zrAwnezp3t342EWWF0UUy1lOG9pQjWosZjH3uMdoRnOSkxzlKCMZKU1OhRBCCCEAlJXFqlj1jnpHoVDVVDV1WV22dkjZ39atSulbL6W+/NK4c7p10+MvG/H9ee01PdbGRj86OioVEJC+mA2Cg3UsFy6Ydt7ly0o1b/74dT/5YWur1B9/mCe+tIiIUKpZMx1LuXJK+foad96tW/qc4sVNu95PPyk1Z47JYaqqVZXKl0+p+HjTz33W9u069iZNnv785ctKvfuuUnZ2+vkxY5SKjU19vg8/VMrTU6lZs1Ifu22b/p6DUq6u+nW5uDz+eRg1Sqm4ONNeT+3a+tyTJ1Mf2737078fp0+nPH72bD2uS5fUv/bHjumxzs7Gxy6yrMPqsHpXvauKqCIKhcqtcqvOqrP6Xn2volW0tcMTQgghhMiUbJTKHHsrTmYyH/ERdtjhhRfdkXcyLeb27cfNURcsgDfeSHn8zZt6GUGFCnpJjDEmT9YfhuqBpPokWMPx4/ojNFQ3Fq1bVy/FSO+uNaYKCNDNPA8d0v1Kbt/WVTY+Po+/N8bo00fH37u35WI1eOcd3XvjwQPjl4kkZ8ECXeHh4KCbm/r66ka9hgqfSpV0jxlz9JFJyuHD8Msvuq9KYKDuK9Kpk1461bChaXPFx+vzHR2N27o5NhY8PfVypFdeebzEKzlKQdu2ui9I/fp6Kc+zfUSio+Gzz2DKFP3nTZseL2ES2YoffixlKQtYwHnOA+CJJ4MZzJu8STGKWTlCIYQQQojMLdMkQQCmMY3xjMcGG2Yxi6EMtXZI2VN8PNgl7FcdGpp6U8xq1fRSgeHD9Y2jSL8hQ+CPP/R/OzjoJToffKBvpjOrW7fg5El9Q55eYWF6nosXH2/vmj8/dO2ql061a/f4ZzQraN9e9y9JaTnMsy5ceNzoNzXh4Xopl7+//nO1atC6tU68bN6s+5xERemfn4UL9ddQZBuhhLKGNSxhCbvZTTzxFKEI/ehHf/rTEBMTd0IIIYQQOVimSoIAnOY0XejCVa7yDu8wi1nYY2/tsLKfefP0TWfPnqmPnTpVN2JcudLyceUUQUF6214/P/j885y9xemjR7pPTVZKelhDfLz+vf3hB530eFKxYrrHy4gR5tmKWljdPe6xgAXsYhdb2EIUUdhjT3vaM4hBtKe9/L9RCCGEECINMl0SBOAud+lDH3awgxd5kdWspgQlrB2WEEJkDgEBOpEWH6+XcpWSbU6zg0gi2cIWVrCCNawhmmhssaUZzehPf7rTncIUtnaYQgghhBBZWqZMggDEEceHfMhUpuKMMzOYQT/6WTssIYQQwmxiiGEHO1jGMtaznjDCsMGG2tSmGtX4lm/lTQAhhBBCCDPKtEkQg1Wsoj/9iSaar/maj/gIG2ysHZYQQgiRJvHEs4c9LGc5q1jFXe4CUIc69KY3vehFGcpYN0ghhBBCiGwq0ydBAP7lXwYzmOtc5xVeYSELccY59ROFEEKITOIIR1jOcrzwIoAAAKpRjT70oTe9qUhFK0cohBBCCJH9ZYkkCEA44QxjGEtYggceLGYxzWhm7bCEEEKIZJ3mNOMYx3nOc41rAJShDH3pSx/6UIMaVo5QCCGEECJnyTJJEIO5zGUEI4gkkvGMZyITyU1ua4clhBBCAHCNa3jhxXKWc4ITABSgAG/yJn3oQyMaybJOIYQQQggryXJJEIDznKc//fHGm5KUZAlLaEITa4clhBAih7rPfbzwYj7zOchBFIrCFKYb3WhHO7rRTRL2QgghhBCZQJZMggBEE81IRvIbv2GPPTOYwVCGWjssIYQQOUQccexgB4tYxBrWEEEEDjjwKq/Sn/60pS322Fs7TCGEEEII8YQsmwQxWMtaRjISf/xpT3vmMhd33K0dlhBCiGxIofiP/1jOclaykiCCAGhEIwYykN70piAFrRylEEIIIYRITpZPggCEEsq7vMsyllGYwsxkJq/zurXDEkIIkU344MNSljKTmUQRBUBlKtOHPvSlL5WpbOUIhRBCCCGEMbJFEsRgNav5H/8jiCA60IFf+ZXSlLZ2WEIIIbKg85xnOctZwQrOcQ7QDU6b05yJTKQ2ta0coRBCCCGEMFW2SoIABBPMGMawmMXYYcdwhvMjP2KHnbVDE0IIkcld5CKrWMUKViTu7FKUovSkJ33py0u8hC22Vo5SCCGEEEKkVbZLghisZjX96U8UUdSlLr/zO3Wpa+2whBBCZCKxxLKXvWxmMxvYwAUuAFCYwnShC73pTStayc4uQgghhBDZRLZNggA85CGTmMR0phNHHEMYwld8RVGKWjs0IYQQVhJKKFvZyl/8xUpWEkssAO6405GOdKUrbWhDHvJYOVIhhBBCCGFu2ToJYnCSk4xgBLvZTWEK8xVfMYQh5CKXtUMTQghhYQqFDz78zd9sYQv/8R/xxGODDaUoRQMaMI5x1KUuNthYO1whhBBCCGFBOSIJAvofwctZzvu8TyCBVKISH/ABb/O2tUMTQghhZje4wQ52sJ3tbGMbd7gDgCOOtKAFnRIODzysHKkQQgghhMhIOSYJYhBOON8lHHHE0Y1ufM/3VKCCsL+7pwAACw1JREFUtUMTQgiRRuGEs5OdbGQji1nMIx4lPvcCL9Ce9rShDU1oQl7yWjFSIYQQQghhTTkuCWKwj318zuf8y7/kJjcjGMEEJlCIQtYOTQghRCpCCOEAB9jLXvawh6McJYYYAOyxpznN6U9/2tAGN9ysHK0QQgghhMgscmwSxGAXuxjDGI5znKIUZSITGcpQ6RcihBCZyFWucpCD7GMfe9nLWc4STzwATjjxMi/TJuGoTnUrRyuEEEIIITKrHJ8EAYgnnvnMZwITuMlNKlCBr/iK3vS2dmhCCJEjXeAC+9jHHvawhS0EE5z4XHGK8/ITRw1qYIedFaMVQgghhBBZhSRBnhBOONOZzmQm85CHlKEMi1nMS7xk7dCEECLbiiaaIxxhH/vYz34OcOCppEcZyuCEEyMYQQtaUJ7yVoxWCCGEEEJkZZIESUIAAXSjG954E0ccnenM13zNC7xg7dCEECLLe8ADdrGL2cwmnHAOczixkakddtSkJi8lHE1pijvuVo5YCCGEEEJkF5IEScEFLvARH7GOddhgQx/68BmfUZnK1g5NCCGyhFhiOctZjnCEwxzmEIc4zWniiAN0E9PGNKYpTXmJl2hIQ5xwsnLUQgghhBAiu5IkiBGOcIQJTGAb27DDjn70YzSjqU1ta4cmhBCZig8+nOEM3nhzmMMc4xgRRCQ+74YbjWhEYxpTkpJ0oxt5yGPFiIUQQgghRE4iSRATPLmtLkAXuvAlX8oyGSFEjvSAB3jjzUEOcohDHOAAt7iV+HxBClKHOjSgAfWpTz3qUZrSVoxYCCGEEELkdJIESYMVrOATPuEyl7HBhg50YCxjaUlLa4cmhBAWEU88ZznL/oTjCEc4z/nEbWrtsKM61XHBhWY0owc9qExlbLG1cuRCCCGEEEI8JkmQdDjIQb7lWzaykXjiqUENRjCCfvTDAQdrhyeEEGl2k5sc4xiHOMQGNjzVxwOgNKWpRz3qP3FILw8hhBBCCJHZSRLEDC5xiRnMYAELCCecQhRiEIMYwhA88bR2eEIIkaw44rjIRXzw4TjH8cGHk5zkNrcTx9hjjyOODGAAzWlOIxrhhpsVoxZCCCGEECJtJAliRve5zzzm8Su/cpGLAFSlKiMZSQ964IyzlSMUQuRUccRxlrP8y79EEsl5znMm4TBsTwuQl7xUpSq1qEUd6tCQhtSgBrnJbcXohRBCCCGEMA9JgliAQrGFLYxlLL74EkkkucjFy7xMG9rQila8yIvWDlMIkQ3FEMM1rnGGM5znPGc5yxnOcI5zRBL51FgXXKhBDWolHLWpTWUqk4tcVopeCCGEEEIIy5IkiIWFEMJ61rOKVYnvwAJ44kk72tGe9jShCfnIZ+VIhRBZRQQRXOMalxOOjWwkiCAe8Qh//Ikl9qnxJShBNapRjnKJ23xXprJUpwkhhBBCiBxHkiAZKJxwfuVX9rCHoxxN3EoyD3moT31a0YomNKERjSQpIkQO9oAH+OHHTnZyj3s85CF++OGLL9e4xk1uPneOLbZUpSoVEo7KVKY61alCFQpS0AqvQgghhBBCiMxHkiBWolD44MM//MMOdrCPfTzkYeLzlalME5pQn/rUoQ4v8AL22FsxYiGEucQRRwABXOUq17jGVa5ymctc4QpXucpd7iZ5njPOlHviKE95KlCBcpTDAw9ssMngVyKEEEIIIUTWIkmQTCKGGI5ylM1sZiELiSLqqd0ZcpMbTzypRS2qU50ylMETT6pTHVtsrRi5ECI5/vhzkYtc4AKXEo6znMUXXxTP/9XrhhvlKU85ylGKUthhR0UqUoc6lKa0VIgJIYQQQgiRTpIEycRucIMjHMEHH7zx5jjHCSDgqTEOOFCJSlSmMhWpSGUqU4lKlKMcLrhYKXIhco4ggrjABfaxj2Mcww47LiYcT+66AnrpW2lKE0UUzWhGbWpTjnKUpSzlKEd+8lvpVQghhBBCCJEzSBIkiwkhhNOcZg1r8MWXhzzkIhfxw++5sY44UoYylKY0HnhQjGI84hGv8iplKIMHHrILhBCpiCWWG9zAN+G4xCWucIVLXOIylwkj7KnxNtjggQcVqJCYoKxCFSpSkdKUlt85IYQQQgghrEiSINnEIx4lvvt8iUuJN2x++HGd60QR9dw5ttjihhslKYk77omPHngAUJvalKc8Djhk9MsRIsM84AEBBHCb2/jjTwABiQ1IL3GJq1xN8rwSlEhMdFSgAiUpSVGK8jIvy++MEEIIIYQQmZQkQXKIW9zCF192sxt77PHFl+tc5wY3Em8A44lP8twiFMEDD0pTmlKUoiQl8cCDUpSiOMUpQQnykjeDX5HISUIJBeA+94kmmgc8SHwunHCCCaYQhVAoggkmmmjCCOM+93nIQ6KI4hrX8MUXd9y5y11ucYs73CGCiCSvaY89ZSlLFFE0pCEv8iJlEo4KVJD+HEIIIYQQQmRBkgQRgC75v8Ut/PEnkED+4i/ykY973MM/4QgggFhikzzfFVcqUIEylKEUpRKX4JSiFB54UJjCGfyKRGYSSSS3uc0NbrCPfRSlKKGEEkwwd545oohKTGAkl5hLDwcccE443HGnGMVwxTUxoVeCEokJPmk6LIQQQgghRPYiSRBhtDjiuMnNxAqSQAI5zWn2spcCFMAPP4IJTvJcRxxxwYUIImhNaypRKbGyxB13SlFK3lnPgh7yEH/8ucAFjnOcAhTgJje5lXDc5CaBBCZWciQnF7koSlEKUAAnnChAAa5zHXfcKU5x7LHHEUfykhcHHBIfAQIJJIoo6lAHgLzkpSAFKZBwGBJwhSmMLbYUpKBlvyhCCCGEEEKITEuSIMKsHvAAP/zwxZcbCYehiuQSl/DHP9l39wtSkBKUwAMPClGIEELoRCdKUxpXXClBCdxwIw95MvhV5TyPeEQggVzkIuc4Ry5yEfjEcZObBBDwXFPQJzniiAceiVUWbrjhgguhhNKUprjggjPOFKUoRSiSga9OCCGEEEIIkVNJEkRkuFBCn2raGkAAgQTih1/ikpzk+jQAuOCSmBRxxZW85OURj2hHO1xwwQ03iiYc9thn4CvLvO5zn9CEI5hgTvL/7d3PTuJgFIfhFxFjoQiUWBOjKzesvQEX3reJtzBxoTtXYFSgIhaMCcyGfokmg5lJxpHp+5xFu+ofEja/nJ7zgyFDIiJGjHjgIXRwfBZuNGhwzDEHHIRhuh06LFhwxhkpKYccuu5VkiRJ0rdjCKJvacyYK66YM2ewqqIDoTjecUdOvvY6TZokJHTpkpCQkdGhwymntFcVE1OnHj7FiIiIiYlW1ab9RW/9axkZzzwz+VAZGRMmIci44IKEhAULxozJyBgzZsnnf/MmzRAsFR0cRZBxzjkpKUccGW5IkiRJ2liGINpoU6bccss111SpMmAQhm0OGXLPPY88MlrVCy9/fK82bSpU2GOPKlViYmrUWLKkT58ePbbZXnuNG27YZ//d5x85eVhhXAwDLTacVKgwZ/5bz7nLLilpCHk6dMJ5MRB0yZIuXXr0QkDkTBZJkiRJ/ztDEJXKjFnoqii6KDIy8lUVK1Vzci65JCWlQYNXXsnJeeONKVMWLHjiKaxknTEjJmaLLTKytZ0XNWrvuikqVEK3yQ47NGjQp0+dOiec0KJFRBQGfRbDPovzFq0QZHTpUqX6139HSZIkSdpEhiCSJEmSJKkUtv71A0iSJEmSJH0FQxBJkiRJklQKhiCSJEmSJKkUDEEkSZIkSVIpGIJIkiRJkqRSMASRJEmSJEmlYAgiSZIkSZJK4ScGp5k5tP6uFQAAAABJRU5ErkJggg==" } }, "cell_type": "markdown", "metadata": {}, "source": [ "Ogni istruzione composta è costituita da una o più *clausole*. Ogni clausola ha una *intestazione* e una *suite*. Una intestazione inizia con una parola chiave e termina col simbolo di due punti. La suite è composta da una o più istruzioni correttamente indentate (cioè con degli spazi iniziali che la collocano più a destra delle intestazioni)\n", "\n", "![image.png](attachment:image.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Diagrammi di flusso\n", "\n", "Trovate qui un paio di diagrammi di flusso per `programma_231012_1_valoreassoluto.py` e `programma_231012_3_segno.py`." ] }, { "attachments": { "image.png": { "image/png": "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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "**`programma_231012_1_valoreassoluto.py`**\n", "\n", "```python\n", "numero = int(input(\"Immetti numero: \"))\n", "if numero > 0:\n", " risultato = numero\n", "else:\n", " risultato = -numero\n", "print(\"Il valore assoluto è\", risultato)\n", "```\n", "\n", "![image.png](attachment:image.png)" ] }, { "attachments": { "image.png": { "image/png": "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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "**`programma_231012_3_segno.py`**\n", "\n", "```python\n", "numero = int(input(\"Immetti un numero: \"))\n", "if numero > 0:\n", " print(\"positivo\")\n", "else:\n", " if numero == 0:\n", " print(\"zero\")\n", " else:\n", " print(\"negativo\")\n", " print(\"sono qua\")\n", "print(\"programma finito\")\n", "```\n", "\n", "![image.png](attachment:image.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Operatori relazionali" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Gli operatori relazioni confrontano due numeri (o due stringhe) tra di loro. Per carenza di simboli sulla tastiera, il modo con cui si scrivono in Python è diverso da quello con cui si scrivono normalmente in matematica.\n", "\n", "|Python | Matematica|\n", "|-------|-----------|\n", "|< | < |\n", "|<= | ≤ |\n", "|> | > |\n", "|>= | ≥ |\n", "|== | = |\n", "|!= | ≠ |\n", "\n", "Notare in particolare che l'uguaglianza si scrive `==` e non semplicemente `=` perché il simbolo `=` è riservato per l'assegnazione di un varlore a una variabile." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Il risultato di un operatore relazionale è `True` (se la condizione è vera) o `False` (se la condizione è falsa). Vedremo più in dettaglio cosa sono questi due valori in una delle prossime lezioni." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Operatori relazionali su numeri" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "2 > 0" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "2 < 0" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "3 <= 4" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "3 <= 3" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "ename": "SyntaxError", "evalue": "cannot assign to literal (761843263.py, line 2)", "output_type": "error", "traceback": [ "\u001b[0;36m Cell \u001b[0;32mIn[1], line 2\u001b[0;36m\u001b[0m\n\u001b[0;31m 3 =< 4\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m cannot assign to literal\n" ] } ], "source": [ "# Errore: si scrive <= e non =<\n", "3 =< 4" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# falso, perché 3 non è minore stretto di 3\n", "3 < 3" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# vero, perché 3 è minore o uguale a 3\n", "3 <= 3" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# l'uguaglianza nelle condizioni si scrive con == e non con =\n", "3 == 5 - 2" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "ename": "SyntaxError", "evalue": "cannot assign to literal here. Maybe you meant '==' instead of '='? (2695831971.py, line 2)", "output_type": "error", "traceback": [ "\u001b[0;36m Cell \u001b[0;32mIn[6], line 2\u001b[0;36m\u001b[0m\n\u001b[0;31m 3 = 5\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m cannot assign to literal here. Maybe you meant '==' instead of '='?\n" ] } ], "source": [ "# questo da errore perché al posto di 3 ci dovrebbe essere il nome di una variabile\n", "3 = 5" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# È falso perché 1.0/3.0 è vicino a 0.333333 ma non uguale\n", "1.0/3.0 == 0.333333" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.3333333333333333" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Ecco il valore di 1.0/3.0 . Notare che il valore è sbagliato, il risulato\n", "# è un numero periodico, ma il Python memorizza solo un valore approssimato\n", "1.0/3.0" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Posso mischiare numeri interi e in virgola mobile, Python automaticamente\n", "# fa le dovute conversioni.\n", "1 < 3.0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Operatori relazioni su stringhe\n", "\n", "Il significato di `==` e `!=` è ovvio. Per gli operatori `<`, `<=`, `>=` e `>` si utilizza l'ordine lessicographico (quello seguito dai dizionari). La descrizione dettagliata di come funziona l'ordine lessicografico è presente sul libro di testo, pagina ...." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\"ciao\" < \"zuzzerellone\"" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\"tom\" < \"tomato\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Un aspetto particolare è che le lettere maiuscole vengono prima, nell'ordine lessicografico, di tutte le lettere minuscole." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\"ciao\" < \"Zuzzurellone\" # falso perchè le maiuscole vegono prima delle minuscole" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\"tom\" < \"Tomato\" # falso perchè le maiuscole vegono prima delle minuscole" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lo spazio viene anche prima delle lettere maiuscole." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\" zuzzerellone\" < \"Ciao\" # vero perché lo spazio viene prima di tutte le lettere" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\"car manufacturer\" < \"carburetor\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Non è possibile confrontare numeri e stringhe tra di loro, anche se la stringa contiene solo caratteri numerici." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "ename": "TypeError", "evalue": "'<' not supported between instances of 'str' and 'int'", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", "\u001b[1;32m/home/amato/Nextcloud/Didattica/programmazione-python/notebooks/lezione-20231012.ipynb Cell 18\u001b[0m line \u001b[0;36m1\n\u001b[0;32m----> 1\u001b[0m \u001b[39m\"\u001b[39;49m\u001b[39m2\u001b[39;49m\u001b[39m\"\u001b[39;49m \u001b[39m<\u001b[39;49m \u001b[39m4\u001b[39;49m\n", "\u001b[0;31mTypeError\u001b[0m: '<' not supported between instances of 'str' and 'int'" ] } ], "source": [ "\"2\" < 4" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Se si confrontano due stringhe che contengono numeri, bisogna stare attenti perché l'ordine usato è quello lessicografico, non quello numerico. Questo vuol dire che, siccome `\"2\" < \"8\"` (come ovvio), saraà `\"20\" < \"8\"`. È esattamente lo stesso motivo per cui da `\"a\" < \"p\"` segue `\"amico\" < \"p\"`." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\"20\" < \"8\" # Vero perché \"2\" < \"8\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Dal punto di visto dell'ordinameto, le cifre numeriche vengono prima delle lettere maiuscole ma dopo gli spazi." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\"999999999999\" < \"Amico\" # vero, perché le cifre vengono prima delle lettere" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\" \" < \"1\" # vero, perché lo spazio viene prima di qualunque cifra" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In generale, l'ordine dei caratteri (spazi < cifre < lettere maiuscole < lettere minuscole) dipende da come sono codificati i caratteri nella memoria del computer. Ogni carattere corrisponde ad un numero, secondo la codifica Unicode. La parte più importante di Unicode è quella relativa ai caratteri dell'alfabeto latino, cifre numeriche e segni di interpunzione standard, che prende il nome di [codice ASCII](https://www.rapidtables.com/code/text/ascii-table.html). Maggiori dettagli dovrebbe fornire il corso di *Fondamenti di Informatica*." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Il fatto che nel codice ASCII le parentesi quadre vengono prima delle lettere minuscole ma dopo le maiuscole giustifica i seguenti risultati." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\"Amico\" < \"[xyz]\" # vero" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\"amico\" < \"[xyz]\" # falso" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Esecuzione passo passo\n", "\n", "In allegato il modulo con il risultato dell'esecuzione passo-passo del programma `lezione_231012_7_min3.py`." ] }, { "attachments": { "image.png": { "image/png": "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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "![image.png](attachment:image.png)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 2 }