{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9f6f1938-fefe-45a2-b29f-3e1dbaca25f1",
   "metadata": {},
   "source": [
    "### <center>San Jose State University<br>Department of Applied Data Science<br><br>**DATA 200<br>Computational Programming for Data Analytics**<br><br>Spring 2024<br>Instructor: Ron Mak</center>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c1ad6f7a-3a72-4619-bd04-a33c55e6b68b",
   "metadata": {},
   "source": [
    "# 9.10 Explicitly Raising an Exception"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1799258d-1179-436b-8bfd-ad009ceaae85",
   "metadata": {},
   "source": [
    "#### It may make sense for your program to explicitly raise an exception."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2b4d4b3e-8653-417d-b64d-fd119fb97794",
   "metadata": {},
   "outputs": [
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      "Enter a positive value:  -2\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "You entered a negative value.\n"
     ]
    }
   ],
   "source": [
    "try:\n",
    "    value = int(input('Enter a positive value: '))\n",
    "    if value < 0:\n",
    "        raise ValueError\n",
    "    else:\n",
    "        print(f'{value = }')\n",
    "except ValueError:\n",
    "    print('You entered a negative value.')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "82a3ba95-558a-41ce-8217-aa77158a2593",
   "metadata": {},
   "source": [
    "### Python Exception Classes"
   ]
  },
  {
   "attachments": {
    "e2e4510e-5bae-4754-a454-a95b32308014.png": {
     "image/png": 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+85v8oQ99qNhhhx06vyHRgkCghxEIAtbDwo+mBwIZgfe85z3Ff//3f+ef8b+CCIha/utf/6pgzaJKgUAgMBIEgoCNBLW4JhDoIgSQr2WWWaZYdtllu6hV3dUUEcs777yz+Mtf/tJdDYvWBAI9jEAQsB4WfjQ9EICAyNeaa65Z7L777gFIRREQ+Tr22GODgFVUPlGtQGAkCAQBGwlqcU0g0GUITDfddMVcc83VZa3qnub885//LGaYYYbuaVC0JBAIBIpYByyUIBAIBAKBQCAQCAQCgRYjEASsxYDH7QKBQCAQCAQCgUAgEAgCFjoQCAQCgUAgEAgEAoFAixEIAtZiwON2gUAgEAgEAoFAIBAIxEP4oQOBQCAQCAwDAUtBSNbjkv7rv/6r/5MOxJ9AIBAIBBpAIAhYA2BF1kCgVxFAPryJZ+/IvBgoAjL11FMXU0wxRWEtsWYl93KP1157rXjnnXcmKdbbmu7XrvT2228Xd911V/HKK68USyyxRDHTTDO1qypx30AgEOhwBIKAdbgAo/qBQCsQQIqeffbZ4te//nXxxBNPpFsiQsstt1zx8Y9/vJh99tlTNKhZdXn++eeL0047rbj//vv7i0T2ttpqq2KppZbqPzbWX15++eXiscceS0RrzjnnLF588cXi+9//fnH77bcXJ554YrHyyis3td1j3Z4oPxAIBKqDQBCw6sgiahIIVBaBTMB+85vfFKJAq666av9ekn5vscUWxeSTT54iV6JX8lvg1UekTBJBc0607L3vfe+7jsuXjyM6p59+enHPPfcUG264YTHttNP25xcVMw042WSTpWN+u1/+7R7ulcvL0bl8//Jx1zkuj+/l+qkzonXooYcmkrnddtsVU045ZbHuuusW9mKcZ5550j1yGa6VtCFv66Rs55Vf73y6IP4EAoFATyIQBKwnxR6NDgQaRwCRQCyQj7322qu49957i8997nPF3XffnaYK33rrrURYRIyQojnmmCNFq2abbbbihRdeKG6++ebimWeeKWacccYUORM1cxzJEVVDbhZddNHiAx/4QKqc+1kc9utf/3r6n4mTcmwkvsIKKxSzzjprccMNNyRS+NGPfjTdV30mTpyYpiqXXHLJVJ6I2q233lo89dRT/fdZaKGFijfffLO47rrr0iKniKS6zzLLLGlrJpW49NJLi6uvvjrlc6/ll1++mG+++VIZSCEiqA233HJL8fTTTyd83ve+9xWLLbZYMc0006S6vfTSS6nNjz/+eDovgvf+97+/n6Q1Lom4IhAIBLoBgSBg3SDFaEMg0CIERHGQGSQI0TENucACCyQyIVp1xBFHpGe3PCvmOanPf/7zxSabbFL8/ve/T1N2SInnppAdhOnUU08tzjzzzPQs2euvv56mMr/1rW+l35rkGOKEGM0888zFwgsvXNx0003Fz3/+82LjjTdOWygdcMABibghhhdffHFx8sknp6iTleNXWmml4rOf/WxxxhlnFGeddVaKRCFd8847b7Hnnnum+v/0pz9N0TvlI4Lqvc0226Qo32233ZZ+a9tll12W6mcaFuFC7kS4RAXPPvvsVGftQspEy9Zbb73U5muvvTYRMtOZjzzySLH22msXe++9dyqrRWKL2wQCgUAFEWjek7MVbFxUKRAIBJqLgKiUh9APP/zwftLhDogIcmVqcocddkhTkojMFVdckZ6bQl48VI/YbL/99mn6zubSxx13XCJFCAuydPnll6eok2iaJGJ12GGHFT/+8Y+L3/3ud+k+nrsShfL7yCOPLP7xj38Um2++eSJKp5xySvHGG28U++67b/Hd7343RdoefPDBRISmmmqqRIxcf80116R9FUXqXI9UbrTRRsU3v/nNFN1CCkXuPvOZz6RI3vrrr5/KFNnSDgQTkUMGTzrppMLzYT/60Y+Kr371qykipm6ZzHl2DllDLBdccMHiT3/6U/HQQw+l9sWfQCAQ6F0EIgLWu7KPlgcCDSNgCtLbf1/60pdSFAsRExFCnkR/kB3kBglCVJ577rkUjRLtEsUShTIFt8EGGxR///vf05SkMs8///yUf+655+5/jkzlEJuvfe1riQyJaHkQX8RtnXXWSYTooosuShG2pZdeukDo3M804bLLLpueG1OnCy+8sHj00UdTuX/84x9TVM10Yn52zP1NeyKPInymQU1LIlneuvRsGXJpalK7cnK9cj2v5mUEETikbfHFFy/uu+++VBd5lfGRj3wktdu0p2iaaFikQCAQ6G0EgoD1tvyj9YFAQwh4DgvJWHHFFRMxEbG65JJLEpHyH5HypqJnt5AxBMhD6abjPPMl//HHH59I0Lhx41L0C6HabLPNUj6Rr/LzUciLZ7088C6Z3pNHxCoTIxEmz1lJ6uc8cuSDBEryLrLIImna0rSpc6YzlSeqJ4InouU7kiU/YpZTzud8OXm43j2Vh7wpw/29kKAMKefJz7CVr4/vgUAg0LsIBAHrXdlHywOBhhFAMkSZPPiOlIjmeJ5KRMlx5CNHl0ztea7Ksfyg+yqrrJKiYKYWRYXydSqCtHhQff7550/TgI4hUJ43E2lCiJzzXNYFF1yQom6mBE33/eEPf0hvKiJ+HupHBEXMXO+heAROpAoJMhXpwXnfJeTrjjvuSGV4EUD5omBeInjyyScTMUQmTTcinzkhWMr2UsGVV16Zphk9/O/+q622Wj9pzPnjfyAQCAQCZQSCgJXRiO+BQCAwIALICcLhbb+jjz46RXZMGU6YMCFNC2666aYpEuaB9PzAvGe1EBXTjeecc04iY6YrPW+FgO2yyy7FueeeWxxzzDFpqs51phCRMfcS2XJOGYiT58sQHPm++MUvpv+m+66//vr0QP62225b/Pa3v00P4psydI811lij2HHHHdP9PXMmqqZs05ZIWI5QIYmImYicZ9VMOyJ81jlzTy8MiO4hnOrlLUh5lW0qVD2RRORLPdwfPqJ17umcKKBr/I4UCAQCvY1AELDeln+0PhAYFgJICjL1ve99Lz0b5SJTiyJOPsjR+PHjE2FBYqaffvp0Xj7PcXnIHpExVSfqhQAhdIjOxz72sRSdQrpEmBAckTZLXYha5eR+pieRGvcSpZJ+8IMfpKk/9VBHz5hZ7sLzYu6DrG255ZZp2lR5yJy8yJDIFmLkGmRQkn/cf6ZH3WuPPfboXybDQ/S77bZbeuAfkXKP7fteKtA2pAwOyhY9k3beeeeU1zNmznlZYPXVV0/TnylD/AkEAoGeRSAIWM+KPhoeCAwfAZEiESHRqYESgmFKsF5CSnxqk0iQNwTrJaSoXqotx8Pv5eRZL59yqncfJA+pQ6KQLnX3v5yQNWTMJydTjuVkqrO2Dvl8bT0QOJ9IgUAgEAgEAQsdCAQCgZ5EAKkUcTOtKUqHiEUKBAKBQKBVCAQBaxXScZ9AIBCoFAKmVU2Hel4rUiAQCAQCrUYgFmJtNeJxv0AgEAgEAoFAIBDoeQSCgPW8CgQAgUAgEAgEAoFAINBqBIKAtRrxuF8gEAgEAoFAIBAI9DwC8QxYz6tAANDrCFjd3VpV999/f69DUdn2e2OTjCIFAoFA9yAQBKx7ZBktCQRGhADnbjFUeylGqi4CjzzySHUrFzULBAKBhhEIAtYwZHFBINBdCIiAPfDAA+nTXS2L1gQCgUAgUF0EgoBVVzZRs0BgTBGwAryNqbspIZP2qMyLrFpqohuTBWLzXpbd2L5oUyDQCwgEAesFKUcbA4EaBDhv2+PYv7GbEvJl38m77ror7fWYtwTqpjZqiy2WZppppm5rVrQnEOgpBIKA9ZS4o7GBwL8RsAXPBhtskD7dgono15tvvpk24/7Zz35W7LrrrsWGG26YNtvuljZGOwKBQKB7EOjO+Hz3yCdaEggEAg0gYEPsv/71r2nz7DvuuKN4/fXXC8QsUiAQCAQCVUMgCFjVJBL1CQQCgREhYPrxySefLG6//fbitddeS9OQL7744ojKiosCgUAgEBhrBIKAjTXCUX4gEAi0BAEP3t93333FxIkTi3feeSd9f+yxxyIC1hL04yaBQCDQKAJBwBpFLPIHAoFAJRHw/NeNN95YmIY07fj4448XDz/8cBCwSkorKhUIBAJBwEIHAoFAoOMRQLiee+65wnNfiJj08ssvJ0ImGhYpEAgEAoGqIRAErGoSifoEAoFAwwggYI8++mjx0EMP9V+LeF111VVFPAfWD0l8CQQCgQohEASsQsKIqgQCgcDIEEC2RL+eeeaZ/gI8lG8a0kP5kQKBQCAQqBoCQcCqJpGoTyAQCDSEgOiX6UbLT1h2opxeffXV4rLLLuufliyfi++BQCAQCLQTgSBg7UQ/7h0IBAKjRkCk64knnijuueeeYrrppissMitNOeWUhe2WbrjhhnR+1DeKAgKBQCAQaCICQcCaCGYUFQgEAq1FQPTr7bffTtOMb731VrHmmmsmEmarpbnnnrtYffXVE/my2TiiFikQCAQCgaogEASsKpKIegQCgcCIEPDWo+e/1l9//WKttdYqJp988lSOvRI/85nPFCuttFJx9913J6I2ohvERYFAIBAIjAECQcDGANQoMhAIBFqDgAjYG2+8kaJe22yzTTHjjDNOcmNRsJ133jntB+l5sEiBQCAQCFQFgdiMuyqSiHoEAoHAiBAw3bjRRhsVCyywQNp+CCmT3vOe9xSTTTZZseiiiyaClo+P6CZxUSAQCAQCTUYgCFiTAY3iAoFAoHUIIF+zzDJLMeecc6bth/75z3/2r3yPgPlMPfXUiYS1rlZxp0AgEAgEhkYgCNjQGEWOQCAQqCgCCFh+5qu2is4hYFJ+M7I2T/wOBAKBQKBdCMQzYO1CPu4bCAQCgUAgEAgEAj2LQBCwnhV9NDwQCAQCgUAgEAgE2oVAELB2IR/3DQQCgUAgEAgEAoGeRSAIWM+KPhoeCAQCgUAgEAgEAu1CIAhYu5CP+wYCgUAgEAgEAoFAzyIQb0H2rOhH13BrKuXP6EqKqwOB5iDwr3/9q38Jilyi7Ycc90ZkpEBgrBCgX/kzVveIcrsPgSBg3SfTlrTonXfeKc4+++zisssue5fTa0kF4iaBQA0CyNZDDz1UvPLKK0knfd9///3TOmFBwGrAip9NQcBm78sss0yxySabFDPPPHNTyoxCegeBIGC9I+umtlRU4YYbbiiOPfbYIGBNRTYKGw0C5ajsM888U5x11lkR/RoNoHHtoAjYacEuDGuvvXYQsEGRipP1EAgCVg+VODZsBDg8kQcRhimmmKIwIozUWgSQ4bfeeisR4ZBD67Cn+3CHv8QZ+0S0rXUyaMedynIne/bPsUiBQKMIBAFrFLHInxCwwrjtX2zzYpPjmWaaqZgwYUKMAtugH4888khx8cUXJznYjHqdddYp5pprrjbUpLdu+dprrxWXXnppmvY0+Fh22WWL5ZZbLpGw3kKit1r7+uuvF5dcckm/3E09DrQbQ28hE61tFIEgYI0iFvkTAiJd8803XzHttNMmx88I7bTTTsXCCy8cCLUQASPvq6++urjuuuuSHOyLuMMOOxRLL710C2vRm7d6+umni8cee6x4+OGHU/R31VVXLb7whS+kQUlvItIbrX722WeLRx99tF/uc8wxR8i8N0Tf9FYGAWs6pL1RoGkWo768156pF85/ttlmiymYFqqA6Y8ZZpihf+oXMRaNnH322VtYi968lY2/Rb6kvOn3rLPOmgYlvYlIb7Ran8tyZwftM0r+MfXcG/JvZitjHbBmotlDZYm8MESRAoFeRUAf8AxQPP/TqxoQ7Q4ERodAELDR4dfTV4sAZBJm9BcP4Pe0OvRc4zMB0/Cs/xEF6Tk1iAYHAiNGIAjYiKGLC8sIRAi+jEZ87zUEgoD1msSjvYHA6BEIAjZ6DKOEQCAQCAQCgUAgEAgEGkIgCFhDcEXmQCAQCAQCgUAgEAgERo9AELDRYxglBAKBQCAQCPQIAp79K794Ec/99Yjgx6CZQcDGANQoMhAIBAKBQKB7ESi//YqABQnrXlmPZcuCgI0lulF2IBAIBAKBQNchkN/+9vJRvP3ddeJtWYOCgLUM6rhRIBAIBAKBQCAQCAQC/0YgCFhoQiAQCAQCgUAgEAgEAi1GIAhYiwGP2wUCY4mAKZFIgUAgEAgEAtVHIKx19WUUNQwEBkXAA8HlZ1LigeBB4YqTgUAgEAhUAoEgYJUQQ1QiEBg5AshXfi0e+Yoo2MixjCsDgUAgEGgVAkHAWoV03CcQCAQCgUAgEAgEAoH/IBAELFQhEAgEAoFAIBAIBAKBFiMQBKzFgMftAoFAIBAIBAKBQCAQCAIWOjBiBGq35BhxQXFhINCBCHj2Lr/80IHVjyoHAoFAmxEIAtZmAXTy7cvbcWhHrAjdydKMujeKQJmAefnhve99b6NFRP5AIBDoYQTCYvSw8JvR9Pz2HfIVDqgZiPZGGVlvOjmKWi/6pT0GJt2ckM386eZ2RtsCgbFGIAjYWCPchPLfeOON4tVXX+1faqAJRY66CE7m5Zdf7q/TP//5z+L5558vppxyylGXPRYFIIczzjjjJEs0cJZvv/128corr3TsVJI2kEMmA+Ty4osvFs8888xYwDjiMuvhD/ebb765oN+dmJ599tnCR3rnnXeK++67r7j00kuLySefvBObM+w660crrrhif3669/rrr6dP/8Eu/vLcc88lu6GJ2v7aa68VjnWqHjdbVAbj0047bTHFFFM0u+iuKy8IWAeI9KabbirOO++84s0336xMbRme+++/PxFDlXr66aeLww8/vJhuuukqU8dyRWabbbZijz32eBdBfPDBB4tTTjmlvx3lazrhOzk89thjiUSqL+J17LHHFnPMMUelqv++972v2HXXXfuNMuL497//vfj2t7+d6l+pyg6zMgYdyK5kgPS73/2uOP/881N0aJhFdGS2D33oQ8ke5crD4YorrkjkMx/r5v/IJtsnIV+XX355Gnx2O/EerkwR9I022qhYeumlh3tJz+YLAtYBor/11luLX/7yl/1OtopVNgI8/vjjq1i1VKeFFlqo+PKXv/wuAjZx4sTiqKOOSiPYyla+gYqJQp566qkNXNGarMstt1yx88479xMwdxU1euqpp4rHH3+8NZUYw7sgwiKRPt2eask9AnbNNdcUhx56aLc3/V3tMyjWdp9I/0bAYGvxxRcPAjYMhQgCNgyQIksgEAiMLQJW719yySWLhRdeeJJp4rG9a5Q+HATeeuutNFX86KOPDid75AkEAoFhIhAEbJhAVSXbnHPOWXzgAx/o+mmOZuBtetE013CT0LnplUijR8CzaPAX4RpO8ozY2muvXey4447xNu1wAGthnhdeeKHYf//9i+EQMM//LLDAAsXcc8/dwhrGrdqNgMj73Xff3f8sarvr0yn3DwLWKZLqq6c3j1ZbbbXiRz/6UTipIeTmGaPvf//7DU2LCpv/+te/DnI7BLbDOe05me9973vDng6l27POOmthqjjeph0Owq3L47nC4T7bOfXUUxfbbbddse2227augnGntiPg5RPPeFbpOeW2gzKMCgQBGwZIVcri7ZJ55523mGyyyapUrcrVxTM5w3UaufLe4PT8AjIQaXQIeCidrkbqLQT0nZlmmin1o95qeW+31ktOHiOI1BgCgVhjeEXuQCAQCAQCgUAgEAgERo1AELBRQxgFBAKBQCAQCAQCgUAg0BgCQcAawytyBwKBQCAQCAQCgUAgMGoEgoCNGsIoIBAIBAKBQCAQCAQCgcYQiIfwG8Mrco8SAQ/HW7jR6+oe2owH3kcJaJMu99aoRDa+e8mjqrJRPx8LueZ9F/NepN2kU7mNWSbkQybeEq236rr88HjyySfTgrDzzz9/Mc0001RWjtrTzKT9sJJg1Cr9dd987yyfVt27mfhFWa1HIAhY6zEf8zsyBvbZsxRAThyTt9K86dfOt1UeeeSRtKjjMsssU4wbN65lRjLj0Iz/SCTnn1c9n3766SdZ4b0Z9xhNGeSvjnSg/Fp41oGpppqqLu62Vckreq+88soNv0U6mjoP91rt0iZrjN11113964zNNddcxSKLLFIsuuiilXhDmH7YHQIhmmeeeeriPVSb7VN6yy23FDfeeGM/sUCMl1pqqWKVVVapezmdtJSKa2zzZDsYazRJs8wySyWwyWSFftJJbysjLPZSJFukcSR7ynrz9q9//Wsip3ZeUE4rkvbYkur6669Pb4DC3DH1sSyH/tZOm9sKDOIeI0MgCNjIcKv0VUaBZ599dvGXv/wlGTLRAYZg3XXXLT784Q+3rO4M6g033JDWd7J4rFGp3wcddFCx5557plfVO8kwMao+nP8ll1xS2MYIttq28cYbJ+PbCLiczb333pvIEkLazIRM2ePyb3/7W78OcHTrr79+csrqXZsQhiOOOCI5Q22Sx/UciBXq2725Luzp1B//+Me076IBBnKjntddd13xwQ9+sPja177Wv44YsuYazj3rWZahY/m7c36Xj7lWyud8z8d8l3KZ9e5j8VJ7ctqs+yc/+ckkEUX3zWXVKz/Xg37YY/G4445LW7vMN998qRz/y/fM+R3z3ZIAFkPV5//xj38UJ5xwQiKCO+ywQ2EhZ3l82pW03wK9tsyaYYYZik033TTJ4pxzzknRu0996lNJ3xqtH/39xS9+Ucw888yp/a0iYOppweef/exnaRBAJx9++OFkI8aPH5/I8kB9h8xeeuml4qGHHkpys8RQvb7ZKBajyW/QYG9fbTKw8Wl3nUbTnipfGwSsytIZYd10auTroosuKrbccsvUsY0oGSSjaudNYSBEfiNsDIRO5pytRxjJHC1jrB3n/KSc1/ec1zEOQ3Kd6+3xt88++xRGowgXx2ChzQkTJhTvf//7+x2eDl8uJ08fqJtz6uq7Mt2n7LTSDVv4Rz0PO+yw5PDXWGONFFVEyBh/dYNV/p/blbF2rWOiGD6ckD0+Oetf/epXqZ2OS9origKLjGe5PPLIcoOHvD45uuVenPdtt91WcGgWOSV/58tycq3fsBUhXXPNNRO+yBr5HXjggYnkfOUrXykyAWgh3JPcSpsRQoRE27/whS8USyyxRMIc/s7D2n+/J/YRZCRNhBIh8Z9jsXk5Jy1qAScO0/pvsBa1cJ2okd+OW9VdmXfeeWe/zpIPwic/R5WjHeP6orrWwbrjjjuKCy64oHjiiSeKDTfcsHAcfvqQ8slcf+NwkSJyp0ciWGSEQM8+++xJNvIhzpy572SjfZw8uaqjaUf3ch+7OagDeZP/hRdemPDS51ZYYYXC1KRy2pXoGtLBPtlXctVVVy1uv/32RFjVD3GUB+ZlG0Ae+Zj6k7VE7+kDWcLAfzoNw5wvE07l5r7iXO6rylF2Lqt8Lh8vl5HvrX7uTa70AO6+k+Uf/vCHJNuPfOQjqT3uoVz30O+U4XoyOvroowtRZ/ZaGfK5r7aos7zaL7nGOb/dO+PimOuyjfHbd9dmGyF/rrt6uFb5uRx6qP5//vOfi9///vdp0G5wqe8oO1JzEQgC1lw8K1OajsuQ6zwcBeOh44m4IGcM3WKLLVZce+21iQh8/OMfT07ppptuSk5Op3Se8dCRRa5M+TjOkK+00kqpzKuvvjpNdS244IJpugQAruE8zj///BSW52wY/fXWWy85eY6B4ZM4LqH7Bx54IBkLzmTFFVdM0yW2trjvvvuS4/KdkVBvewZmY5gKaeEfuP72t79NGGy++ebJ4XEmDJnIDHwQM0bUqFZkRp1hD2vt5XS18U9/+lP65GkjRNXHyuMMINxsjwRrzpvjvqKPVFmxH4lAIESqEAgOjFPmfJdddtkkM04I1nRABAtmPmTGWXzsYx9Lo1tEgTxERzk/eRCXiy++ONXZ1BUS8slPfjLpRAvhnuRWHIYpUtPYNlZfZ511EqHKpIWT4GiQLITWJvbkwqHY5mizzTZL13N2dJg+2V7H1CWCCUdYnHfeeclJwg9xQ/QQNsQbxq6D0de//vUk3/vvvz85SrKF4dZbb52mAJUtAnXGGWckYgtjfYLcOTMYG5RstdVWSW5nnnlmkq92KGunnXZK7edE5TVlRz7K0S9EK0UnbN/kWsd22WWXJN/LL788RZfoHz3Uh7XL9VWJsuQ23XzzzUledHWjjTZKpIys2QT2SLvp3/LLL5/aQQfYF/0Cjq5HQB3T/+Rn48gPlvoauwLHiX19SH6RSedM57KProMf4qw/i8y5nwFjnl7Uh31nV5El99GntUN9fSRY+56Pk6WBAz01yKG//ueot9kKfVJ/N9gyU6HPuUZ9EC56qF8j3wib/quO2qH+9Mx35bqPvNqBCOrniK6ytFG7EC39w3HX6TP0wjkk1sr26qQd+hDbjexHai4CQcCai2elSmMAPEOigyEEogWcEcOtc9suRNhcR/ZMyVVXXVX88Ic/TB3OMUacAfI8iWkUxzgfRogDXH311ZNz8dwF4uA4osSwmAoyQmeMGAfHP/rRjyayx5ExqMjDWWedlbYLUj/Ok3H69Kc/XXzpS19Kzk2EiPFh/Bhko3nHGI52JHXkqBGg0047LUUm4MpQnXvuuQlXjgDpMoKU55vf/GYisAhNnspDrDgDxplMECjO1LXax4HAiBNHxjh7ERh78iFZHCljqj7ujxgi18qwBZM6SpwEh4PU5a1+GOWDDz44lY0si3IhM56fMm2mTPdQPzrEyd1zzz3J6bQD83xPuicqp+3qBzf40k/ORlt23333FFk5oW/aDRGmlwjQiSeemKZe4aBP0GXE9Io+QssB0n8Y0k1O0LQYnMgULvAxAKHHykSC6SRHSWaclHLos+3COH3fOXaEjL5yePobHdh5551T+QcccEDCm7y0jdNTNgfK0Uv61emnn57Io4GMa8mZDqkfeSF1HK1jylFP9RNd4kzpp/Z6Pkldq5I4e1OR+tP//M//JAJL3+j6z3/+86SjSIWI5FprrZXaePLJJyfyZFDinKl2bYYLe8NOwAtJdnyTTTZJ2+QgGcokR3i7tz6GtCIfroEbcqLfISPsGPuF0Kuj70gbEnzZZZelaUbX0kW6VS/RTbZAnzZQJQu2EdEy8EWQ9TMRcX2Y7jjGTrvWvUTzDIC22GKLJE+E23FYiZppM/uib9Cbr371q8k+iMJpIz3NUa099tgjETnTtfLSd+SP/pum1h6EVp1gZICBzEZqPgKxDEXzMa1MiUZCjAQjzbDrxIw7Z6Oz2lPSqIhzMfr86U9/2m/ITB2K8CiD8eHsjfoQC50SSdBhOfiJfY5aFGGvvfZKRgtJYkhEHBgJIzRRBI7MNYyp/0ZxxxxzTDKmCMY3vvGNZCxEKBhLRs1/Dss59TbiZEDblRis73znO8mRcewiJ8ipNjGcnDasGdhsEI1aGV+OUiTGlCAHwKCO65syQoy0D75IL7LAaHLkHC35IQ0ZD059t912SwYccSNXhFUkBdnivJAVicPIOgA7o2nEmSPgcBAC5ZriUk+GmNEX8RGNUDdEWTQmj9jbhT2HKnGy2kdnkXrtEekRGVB30VrOkEODD9w5PVhIiInoSZ7WUy6HQ2c5YPmURffI22/XywcLhHrvvfdOUV3nOSj3N9CR173H9ckVGeLc9BnyVrYIGh3gfOFrcOH6XDeO8otf/GKx7777JqKnvkgG3UAktNVgBenTb+GgD+lPfjuXk3vrO8okT+QLaYFHFRI9ZgPoLKxEtuFJn0WTr7zyylR//R4p0p9EsdgTNsAgElFBwBFTbZT8hxUyjkzQf33Cf0T1E5/4RHpBQR5luJeE9NIJ94MjPdKfyV7/JlfnyY7NE1E0S6DvmrofKKkzO0rG5Gfwql7shPayk6ahkeXPfvazqR+KlKobmYmquhbBp2MGbfRV32RLRHPzMfJVnv6tX6u3Pg9ruGai5Zj+4djnP//5dF99B7GjW8i8/+proO57pOYjUJ2hUPPb1vMlGuVz8sLvvnOwjLJRF6fOoHEoiIMRDpLFMHC0HINziISolA7L6DAmylNWdvJC+YyWyACDoRPr3CISnBYHolyjs3JiTIw0OUMRDY6BEUZWOCqJk1U/UR71MeITEWhXEj3g6GAgYmiEaQTPCMKAUVR/EQ8Ol4FUd+dEIpBTI2vH5GWAORcO24gT1tlYcxowIQsGVNJ+eRllsvGbE+A8yIOc4IOkSJxRWQfIiuxEh0RfjOo5Ffi7f07qxOgi0OTGsLuunUlbEVO6ChvEhu445o0/bfaho+qPvBoYiOL6zUlzqMrx239kjI66Dna+c77kqa/Qaf1BPsk58oCNqTDPo8GYrnOKCAXHp5yc8nflS+6dj+X759/0QT3VnR5ImYAhDvSBDpK179rge253uqD0J5frkO/l36VsbfmqLogH+YmwIlz0DE6IlfaLYPkNFySNPdCXECkERj+k7/oUnGCiPHpBRsiafmrQyH6Rqb5CL1ynPEQb+WD/1IN8nENqHGc74ayfGeioi8GX/uIYPZT058GS+tMn+kPGZg7U1zS0fua8uiN6+qXBrf/qrA6INKLtGm1DID1fiJypn/uLcpou1K6hknbqG8gWvJWJsOk/9Jxu0m2Dh6z/Q5UZ5xtDIAhYY3h1VG6OU7icscnGV+dCfHRindqIiOPQETl5oz158vds3DlfnV3H5gB1SIZIkpeRlJfRYgzyucEAy87AdcrgRLKBYXQk9cxOSrmuUb92JXWVGHHRREbxW9/6ViJOG2ywQXrBAAHlhBloTpOBNc3hGgTsqKOOSs6CoayXtFNeRE+CCUfCYEvO+8Am4+M3nNSPLOApIVxIsesz3pwKh8Toc+ZIn2NVN7Lqx/mKWPzmN79JzoEMkHi6I8nDYXAuHBoc6StnRt8HSnBEmuGlDOVyPvoGx1Rv2o6zQugQNP1MlFKCPazhqz+JMtMTpEo5IivqJfI1sY8UiIi5b07qkmXlGJkiCfI6xznqAyI67mGK02DKh3MvJ/lh4XrTVGwCfaQvVUgIl2k102GmFtkqkXKJvESB6S9M1dkgTPtF9rRXW8iNvHKbMhmFPdlLMJDglu0bXOUlbxG1E/qmrcf3vehgQOK4Z1OVIZEHGSGMzsFVyvcSScq2IZ2o88c16ui/T+6jdbKm+9E/ujGub8ClT6untqoL+6jtsNDGfMw19L62frkPqG85wUK9tZOdgVM9XS9fE9+bh0AQsOZhWamSdECdzkOsolE6llG9jmb0JuLBsCEDnk/wlqJRpPxC3Qwcgy1SYpTn+QEjRMc5bE4uOwkjMM/icIRX9D1Tw2FxSsga4sbZG63miBgj5FrGjMHN9wSgaTL5OCt5siHJ4PpdeyyfG+v/DCZH5jkpTkL7OFNGz+8cWRIVQ5Yyxhw1Z8F4juszphKiqh2cjNGnh785Iw6Gs+Zs4cpAGgUrHx7ZgCuj3m/G03FJXvcxRYNIcNZG3qY2LKMxvs/ZqLP6WgIAgczXK4ORd16bRXscE3FoV4KXCKkpOvpGd+kQcgU7kVJRAA6UQ6WLCJIk4kgnYcBpGSBoD6dGfmQJ42222SY9Q+b5G8dEVWCWHRsCA1cJ2RHRMP0oUiNqyykq23UiI/rQIYcckoi5qKVpffIQfSQbeRzjNF2jbpksqJ/70QEyElklExFsuiTCisSbeqYrytVflaM85WiD+yJ7HiVwL/jkNqSGtOGPttE17WGHTHOZyjctblqfLLSXTWFzRMPUmQxhzFaZrqfXCCh7ZBBBR8jCIIgNQYqdM8AU1ULeTe+xg/RDfmQYVnD2271EoST19HFv/yX1pm90guy9lON/vr8ycvvyNY7lvqUM5TnmQ0buT0bsH30zhUiH6a/7GCjLlwfT+Vrl+/idy1S+pC84jqjnqV7Hc50QLtO/J510UhqUu4dpUNfRIdeqgzrR0/IgQTmRRo9AELDRY1i5EnQwZIsTF9bnZHQoU1GclY7kwU2GjwEzemN0kLDjjz8+PSycQ9IMvYdbGQ9kw3MyOjoDkRMjKtrjXsr27AVHyai41nU6sWsYEw5BJ0fUdt1110QATSmotzp5AFp9GVAGlzNxzm/GEkFpR1IHRolxRip950S9hTa+j8xw7tptNA4LESx1ZfiRYMaO0bMMh5Gtcxwowy8y5tkS0wGeETH69owJbJEMWMrPEHL8Etkgq5kMI0vOcw6uY6zVL+sAsucepu84tc/2PW9CNxBEjo4ewF+7HEckOEbLBXAwyGE7CZg2qxNcDQpMwSIedJM+0XkYIFueYaSrBiGOccDy5AfVySk7f8/05YgXffW8FUyUa+rctb6bfsr3UhfHXctJwovuw1DZ7ullEnXh7B3jWD0cbZqLs0OuyGFcHylXrmd33Fu5kvppq2kp5J9c5HPevciPjOmDPqfP+q6d+on7wcs0ONmph/rov+1O2q4udJpNEClWf30LkaWnCI1Bn8cl9C2kSx90LTz1C3noPBuhb2m3/44rD7am6uiG6/Rb+CNiIj+ib+5NT+DPZhpsKJt9giXiQ9/0HzLQF9klfcP0pr4hjwEM2biPvikPm+U3OWsDu+Z6cspRWe3P/dLAzTm2mk3VfpgoX193rT6o/ci65Bjbqq87BiMfz0cidQZwkr7tWm2CEV2it+wBfUTe6YrzIrqIPv+A2OsfdC5ScxH4r76O/e+5ilK5N626ZP+v5a68o/97fGkPAocffnh6xiU7e6NznW6gJMzMOem4Wbw6m86nUyMEOiwnIR/ypdPrYIiCTsfQcOxGm8pz3Ed5Orlz6sPwG6mqU56qUZayJR2bUXN/xxk9UQHfGV+hdUbRtCijke+pfbku8jJ+2mMkN67PqLp2sKTO3mA69NBDUzaGEQHK9XJQW0Setttuu2T0GSCRIfWol+RXf/hwEhwazDjIbJxEi4zgvfEmUsYIIli5Lcpm3BlojhCBEFFUVjaOnLhj/jPe8jPS8nL2rpXXbwYaZgw92YqKIGBkRLbwz4mxlRfW8OGU1Yc8tE2ZiJhjpizJgJPgyJwnh2z0c5kD/acbyAYMJJGiK/oiDhyQ5P4icR5EV0/Oydub5YVUU8aaP+qRU5aH+tKv2gR39ylHBvx2PB/LZeTfysh5assle6l8L9crT16ffD/fpVwH1+RjuXx9zH1zkld5uS6+57y+S8pwnf/y53JzPtfKm8vJ9yyX7Vg+nu892H/9jiy9bSiRpUFVLoPe7bfffimqpx94k9rAaqCkbq6hV+SOKGpT7lf6ExLATunvyJFy6Tg7oK0GdF76odNe2qGvSIUy6S0c9FHX6Q/6kesQM/ZG33Iu9134yK8OrpVfn9T33EO/UC4ip93KYjf1U+1hj5RJHu6nb6p7rnNuhz6kzaJ0rmeH3QvG6uVe7uFe6uMYvdPv9Ht51VH57oN4sqHK01f1Ycck9c+YsnvIuHsqxwDPW6dkSbb6K1uvvu6tTDaLPYPTuD6ba0AwUEKSDerJVR280IXM9VIaCW96t9XqJcS6tK2MmU7sM1TihMvJiN+nnBgknd2nnHQ2IzPGwTVGtNko53wMUy1ZMmLNSadmhHxqE2PgkxNj6NOupG2MEwPjU5sYYgaP0dLGjAejXA9X18OultQweEa4takWS4a2jCVyI7qYk+hIvVTG1HlTpTnV1oXDM5KvSirrl+8c1kAJ7rWJLvvkVK+M2jw5L9nXJtfrbzmVy3ZsOHXI19bmVfZAdXFN+V6D5ZO3tmzH2pW0i92o1fHafoUQ+NQmRAuhQYIMcJAaZbIlIlU51doUGNX2oZyXDGvtTT7nf7lcv5VVr+86J6kLopNTrZ1V53Kqd+96x1xTa3v0gdq2yuc4cutTTnCjD/q2gV09O5GJce215XLi++gReLeFGn2ZUUKPIMCIGvV4VdlIstcTAsYoW7JBxK0cbet1bKL9gUCzEECWRLxEbkyrDUbCm3XPbioHWUW6RCnDbrdXskHA2ot/R9/dKM8I1IjK915PDJspPm+LcgrlyEivYxPtDwSahYC+5ZkkJEykRr+L1BgCiJdn36oUGW2sBd2ROwhYd8ixLa1g+DxXEOnfCMDDNFW9qarAKBAIBJqDgH6GePlEahwB+CFeQb4ax67ZV/zfwwvNLjnKCwQCgUAgEAgEAoFAIBCoi0AQsLqwxMFAIBAIBAKBQCAQCATGDoGYghw7bMekZM9beWU6ni8aHF44+TSSPEQPWyH6SKNDAPbwHG6S36KPXmcvv9033Osj39ghYOkGyxwMN5GlfhSpdxAIeY9M1kHARoZbW67i0Ky/Y9+7cFKDiwBWVt9vJFkPy0bLQcAaQa1+XmsQ5a2T6ueY9Kj8Z5111qDrsE16RfxqFQKcKxI2nGTNLjtpWDcrUu8gwHZaOyxSYwgEAWsMr7bntnilT6TmI8BpHHTQQc0vOEocEAFkNxNeC0n6RKomAllOg9WOE7b1jU+kQCAQGByBIGCD4xNnA4FAYIwQsODsmmuumRauHaNbRLFjgIA17iIFAoHA6BEIAjZ6DMe8BGtLrbLKKmmbhzG/2TBvYBV8295Y4dmCo8MZHQ+z6DHJBsN607ZWgl5ppZXSFh1jcuMoNCFgzabyc4v0xc4Ktixp9Fm9gLS9CNT2I7+t7L7aaqu1t2Jx90ogYEu6ejsYVKJyFatEELCKCaRedexQz4FV6UFHGzwfcMABaSNqGxyXnWu9NrT7mLW56q0bZEHHAw88MO231u46dvP9LdRbxh8B47hjt4DOl7r1pGwebSATKRBga2u3OwtU6iMQBKw+LpU6OtD+Ze2qJCJ40kknpaiRjWIXXXTRtPho1aNgtXipLwKg/pECgUBgZAgg0u3ep3VkNY+rAoH2IhDrgLUX/468+7PPPltce+21xauvvpredLM5bqRAIBAIBAKBQCAQGD4CQcCGj1Xk7EPA8zrewrz//vvTd1ORiFikQCAQCAQCgUAgEBg+AkHAho9V5OxDwDo/1td64YUXEh5PPvlkcdNNN6VFNxtZeDPADAQCgUAgEAgEehmBIGC9LP0RtP3FF19Mi8F69ktCus4555xEzEZQXFwSCAQCgUAgEAj0JAJBwHpS7CNvtKnHO++8c5ICLr/88lj5ehJE4kcgEAgEAoFAIDA4AkHABscnzpYQ8PzXzTffXDz33HOlo0VhGvKOO+5Iy2TENOQk0MSPQCAQCAQCgUCgLgJBwOrCEgfrIWCbmFtvvbV44403JjltUdbrr7/+XccnyRQ/AoFAIBAIBAKBQKAfgSBg/VDEl6EQsFeiNyCnmmqq/lXl8wKbNgnPD+YPVU6cDwQCgUAgEAgEeh2BIGC9rgENtP+ee+4p3nnnnWKttdYqpplmmnSlrXy22mqr4qmnnioee+yxBkqLrIFAIBAIBAKBQO8iEASsd2XfUMsRr/vuu69Yd911iwkTJvRHwGxDsuuuuxYrrrhiOp/fjmyo8MgcCAQCgUAgEAj0GAJBwHpM4CNtrue/pp566mLrrbcubLZaTvPOO2+x0047pYfwX3vttfKp+B4IBAKBQCAQCAQCdRCIvSDrgBKH3o2AtxtXWWWVYpFFFimeeOKJSTLYC2755ZdPmy17U1LeTtsXcpIGxY9AIBAIBAKBQGCMEQgCNsYAd0vx008/fbHEEksUk08+ed0mTTHFFMXiiy9emJKMFAgEAoFAIBAIBAKDIxDecnB84ux/EECshiJX3o6MFAgEAoFAIBAIBAJDIxAEbGiMIkcfAsOZUhxOngAzEAgEAoFAIBAIBIoiHsIPLQgEAoFAIBAIBAKBQKDFCAQBazHgcbtAIBAIBAKBQCAQCASCgIUONIyAtxzzno8x7dgwfHFBIBAIBAKBQCAQU5ChA40jYLFVy01Ik002WeMFxBWBQCAQCAQCgUCPI9DVD+GXIzU9LuemNj+v9aXQ97znPSka5lhEw5oKc9sKa5Yc6UQm6sqkK80qu23gxI1HjEC2x6ETI4away/sVbvQ1QTsjTfeKB5++OHC/0jNQ+CBBx5Iq94r8c033yxuv/32YoYZZmjeDaKktiFgUd1mGEPO1u4JeWcES5TQkWaU3TZw4sajQiB0YlTwdeXFU045ZTHPPPMU0003XVe2b6hGdTUBs0H0T37yk0TC8qhrKEDi/NAIvPDCC4l4yfnMM88Ue++995BrhA1dauRoNwLIUbOiVJytgQ+CLpmqnnbaaYOAtVvIbbx/rU5YvNn2ZkHK2yiUNt8a+dp9992LD3/4w22uSXtu39UE7NVXXy1uuumm4s477+x/aLw9MHfvXTnY6667rnsbGC0LBAKBQCAQGBMEFlhggWLLLbfs2e3rupqAGVmZUpF8F+b0McqPNHIE3nrrreK5555Lz/fAda655urHeeSlxpWdioDIRv6U22AK0kcy1TDjjDNG3ysBJCovmvz2228n+2SKVkSoW5P25mlpdkNbwx7/W9qwefnll4vXX3896cI000yTIsbd6KvKbaUPjz76aIqU9+JOKl1NwEx5zDrrrEmhbaOz7rrrFuutt15yBt1q5FrRrnvuuac4+OCDi5deeiltwL3vvvvGM2CtAL6i90C+vBnrf07vvPNOcd5556WP74suumix2267DbiXaL6ul/4///zzxeGHH154ppLD3XTTTYvx48d3LQTIxZlnnllceuml6ZGFVVddtdh4442LXnS8tUJ+8cUXizPOOKO49tpr02AWNhtuuGFXEnJE89RTTy2uuuqqRLwMQtiIXtSDriZgRt1GWEZbRhKLLbZYMWHChGTsHIs0MgSuvvrq4ogjjkgX25wbqZ1tttkSziMrMa7qZATKxCu3Q5R04sSJxYUXXpjImSgpgtGLRjZjUv4PsyeeeCI5IgTM81DLL798sfnmm5ezddV3A7Y77rijuOyyy5I9XmihhYpNNtkk2eiuaugIGkMXPC7jcQ6zNgYsyGk3vtxk9kQ7+RH9QESsV1NXE7BMvLJwKbaHgX2CgGVUGv+fp3XzlaKLgWlGI/5DgFEt60nuewh7pCI5nto+A6NuxkfbynY3241ubvNwdZ0ulF+A8d2xbsQmt3W42HRzvngYqpulG20LBAKBQCAQCAQCgUoiEASskmKJSgUCgUAgEAgEAoFANyMQBKybpRttCwQCgUAgEAgEAoFKIhAErJJiiUoFAoFAIBAI9AoCHkbPbxJ7/svzgOXn5XoFh15rZxCwXpN4tDcQCAQCgUCgUgjktwH9r315rFIVjco0FYEgYE2FMwoLBAKBQCAQCARGjkC3R768Id3LS0+UNSMIWBmN+B4IBAKBQIsQ4ISsgi+ZcrIsQ6RAoNsR+Ne//tVPwJDNXp5uDQLW7doe7QsE2oRAjHSHBj5HArIjGvqKyBEIdD4CplqlPN3a7VG/gSQWBGwgZOJ4IBAIjBiB/EyLAhhXK733qpEdMYhxYSAQCHQ1Al1NwGIE3tW6G42rOAL6X3mkW/HqRvUCgUAgEGgpAl1NwBh/883+51d7W4pu3CwQCAQCgUAgIcAOZ0LOHksRFU0wxJ8eRaDrCVju8OTbyw/7jZV+M6RhRMcK3Sg3EOgeBNjivNYVm9GN+xx2j7SiJa1AoKsJWBlAHT6IQhmRkX8vv8USb26NHMe4MhDoNQRyFCzb47DJvaYB0d4yAj1DwMqNju+jQ6D8bI+oYqRAIBAIBAKBQCAQaAyBIGCN4RW5A4FAIBAIBAKBQCAQGDUCQcBGDWEUEAgEAoFAIBAIBAKBQGMIBAFrDK/IHQgEAoFAIBAIBAKBwKgRCAI2agijgEAgEAgEAoFAIBAIBBpDIDYfawyvyB0IBALDQMDbbTPPPHOx4IILFu+8804xxxxzxFvIw8Ctm7NYsmbWWWctFlhggWLqqacuZpllltCJbhZ4tG1IBEZFwO64447iL3/5SzKwQ96pDRleeumlYuLEiWnxP07gmmuuSQuy2halXYlT2nTTTd+1Bo43C88666ziqaeealfVhn3fe++9t3j99ddTfv+PP/74Yrrpphv29e3OOO+88xZrrrlmMc000yTdeOGFF4ozzzyzsno8GrzIZZ111kkEqFyONp933nnFK6+8Uj7ctO/We7r77ruTk7X0wLPPPlscddRRbd1werLJJis+/OEPF8sss0xqJ5tw1113FVdffXXT2j3cgmDy4osvJlxcox9deumlYyaP4dQLaV522WWLFVZYIdlJ19CPc889N9V1OGUMluett94qHn300aSLZMGOHHPMMYXv7UjaO9988xWrr756sgW1dSCTG2+8seDnxjrRhfvuuy9tUm2DdveFzVRTTTVmt9b+cePGFeutt96A99BH1OW2225Li5oPmLGBE/wy2esD2opD8Mnt9Mv1qs92rrLKKmkQWe98M46NioDdcMMNxf77799WozEYCAT82muv9Qv6wgsvLP785z8PdsmYn1tsscWKCRMmvIuAqetxxx1XXHfddWNeh9HegHOFq/Tqq68WBx54YMeMZBmd8ePHFx/5yEf6je7TTz9d7Lfffv1tGi0+VbleW9/3vvcViy+++LsI2DPPPFMcdNBBxWOPPTZm1S2vF3f77bcXF1988ZjdazgFI9x77bXXJASM8d9nn32Gc3nT88BH/5H8NwhAituVLIz6pS99qVh++eX7CRhnedhhhyWH2Yx6lXXi1ltvTYtjN6PckZRhDUO2QHvpRm1i484///zi6KOPrj3V9N9weeONNxLJ8f3KK68srr/++jG1q5YQMjgbjICx9QYGv/zlLwsEuhmJr8sDeGVecsklbRkEDdUW5DxH8YfKO9LzoyJgFAZzz6NoBr+KKdeLsJulRI22k9JJDFr+XlvGyy+/PMlIM9e7Nl8Vfpfr9o9//KMKVRqyDhl3OIs45sTI0ONMKstty3k66X9upzobxWlfbdJ+uqjdOXV6u3M7av9nPIy233zzzUlO+91uDDLu7KlPq1PGBwGrvT89gU+7MWo2JtqMgPFdZVtQvo88bEIr2551YSx9VZa3KWG2cLAkL7IkYq7/SLmOg103nHO5nLFs63DqUc6TsXFsINtZzj/a76MiYOWbCx9uu+22xeyzz14+HN//g4BoQ63xHwycRRddNI1MppxyysGyxblhIvD888+nqdJsRAa6bKGFFirWX3/9Ytpppx0oS6WPGz0bOV911VXDnlJliD/2sY+lcHulGzeCypH33/72t+KCCy4Y9GrkQzTEFGUvpSeeeCJFeUSBh0oIiynKj3/8422dSh6qnkOd19Zf//rXAxKvga6fe+65i6233vpdsxcD5a/icYNlESdTgI2mHDE0exPetcoAAEAASURBVNCt6ZZbbimuuOKK/gjdWLezaQTMXLXw9ZJLLjnWde7I8o844oiGCNgSSyxR7L333sWMM87Yke2tUqWNahick08+uX8UN1D9Fl544eKb3/xmMeeccw6UpdLHRbsOPvjg4q9//euwCZipiLXWWqv4zne+U+m2jaRyIjqc7XAImKmY3XfffSS36dhrkHVTgcMhYEjqRz/60eJ73/te5Z7XaUQAnmf63e9+965o32BliNaYzv/ud79bd7pysGurdO7hhx9OzxmPlIBtsMEGXd1HPHfnmbc8RTrWsotlKMYa4Sg/EAgEAoFAIBAIBAKBGgSCgNUAEj8DgUAgEAgEAoFAIBAYawSCgI01wlF+IBAIBAKBQCAQCAQCNQgEAasBJH4GAoFAIBAIBAKBQCAw1ggEARtrhKP8QCAQCAQCgUAgEAgEahAIAlYDSPwMBAKBQCAQCAQCgUBgrBFo2jIUjVTUsgAWv/OxBpFPXpStvBDaQGXmvOXzyvKKra0T5p9//rTgqlW+LSdgNVuv2g831dah3v2GW9ZY58t1tf6TlLEcqM7yPf744+kVbHuyebW8nJQHNwv0WRPLOmQDlVW+rtHvud7l6yyh4N7q+P73v79/Ne5ynip8V/esv+X60LEyVjmPY1kuOb8ysszysdq+kI9X4X+WV65zuT3a6Xxt+6tQ72bWoYxBPZmO5F7K1Nf+/ve/FzPNNFPasQC2nZwyTtowWB9wXl55pLJOlftROtkBf3JbcnvKVS7rSye2rdyWwb7DINuI7HO1N2Pj/2B2wsK4+oJ1GPlua491c2pL6zha+4sB2rpLq666av+eV84hCBy/jVsJwEq58iJSM8wwwyROLguH0A844IAk3K997Wspv7W37Lv4yU9+sr/8nH+w/+5nXRxrm6lD1TsMvGyzBAPr9NjuKCt/bTu17Ve/+lXak82aNvPMM0/6btVf+CKwp59+etqf6wc/+EHxwQ9+cEzaryNaFNAKyzZqthWI30ceeWRhmxxbX9iwt4oJhvYPvOeee5J+ZuO6xhprpI2GLbhrMGAvxOeeey7tdceYWNttrrnmSrJ55JFH0tpUcKDjnI/Fd1daaaUBZddOLNRTn6Bnvq+44opJN9TJmmMPPfRQsfbaa3f9QszkaaFGtsEegqPVUc7aXoP0nh3cbrvtOnqNLfpAP5DKBx98MO1vyKmy52yNbbGyTdX3LZI7sW+/Xsmg60Mf+lCy8elAh/3hu6ypRp5sAFvKDtvrcvrpp0+LHVvMter+ZDSw2zXgsssuS77IPopkLtl1wzZ7cLHoMx2ol6xPZm9hPkxf4Je6ObWFgOlwP/3pTxNJ0iE/8IEPJMdFMQnK/pIc/w477JA285Xf4n+bbbZZ3X0UCci1OWrCKDKUVrXl0OqNSAYTKrJ36KGHpjp89rOfTcZjsPztPId0WdkYZjo68iKyhdDU6+gcvU5h5wJGEd7/8z//UyAPn/70pxNWnKnF6IbapmI07Wak7ctpQUSLX1pdGRGx2KFIwEAEcjT3bNa1jMg555yT9ja0gKnRmvratoTRvfbaa4vDDz88bXPCoVjUz16ICNguu+ySnBDyZsFUpGuRRRZJkcjZZpstOa9m1bOZ5ehD999/f+q32rnJJpukRSkREXs8+ujL3bwTBp196qmn0gCGA7Fq/mgJmDLt0sBxj+vbGLlRW9VMGTerLAOpP/zhD8Vpp52W7Ax7pI0PPPBAWvB3++23TwtMG+idddZZyR7p8wYs/iMr9WxXs+o3VuWQpbYbfLGh7Bt7ZrCCeBm4dXti6y6//PJEtvgYA08+h+049thjk3wHW0kffki5fpUjad2MWcsJGFBtgGs0TTkJhvGZd955k4Jy/BdddFGBdImOcVDy2xRV9Eu0hMNCNCTOD4kw7UiwHGBmzYwZhdDx/Uc8RCA4eqMUzkMdOE870asbY2FEz6Gog3txnAyuMtSXA1Zfncq17TQW6iQqgXDBxxY02/cZOL+1R31hwrDBDNm1WwFyBR8bqlsl3OgNFjB33LU2CIaT347rFI4xlLB0jSlD15EL54S8OucDm+xgGCVlLrjggglLEaA//elPqe4ct7KdQ1jyyNG12seY6Zjuk+XXTszVCwmhRyKs6i3NMsssCeMTTzwx6dM3vvGNNACgL4jmL37xiwLJkp8xhqWNgLfaaqtEhjORS4VV8I9tfUQt1N0od/PNN09b05CR4+RGJ8iKfLWPASY3U93PPvts0g/ttwWO65zT7kcffTRhqv/Z/YF8lffkk08mHaPPdFCfZdDblegwe6M99CAnfUR9tUufyPqsT6qv86IDdBlG+gdsch9xTNkwFtF2D31V9Ah5MbjUdv0rD7IMoESZ9G2DL/dFXuSlm+3oI9pgcHHKKackPbE7inaQ/XHHHZd2o1C/ZZZZpvjjH/+YHoWg/+RObzqZwMNcf6bfoqT8GP3eZpttUrvoO1/HV5GZ3+wioqIPkLP2s83kz79kAkM/9DE+iT4pg72hP1VK9E/w5Iwzzki+wwBVX+GH6Ce5m2nRRr/1CX0ETvy2PqWv5P6kv7C1Hoeh4/qGa+iL62CoHAEXeCin3TaiEXm0lIABV0eknBz2lltumULvCITwO2Aprf8EduaZZ6b96TBqW4ogRowOw3/qqacmZVQmAX/1q19NI1MGzEhS8l15wpoMOeX4+te/nkau++23X3LmnCTlF7GgFLb/Qb4YOQaVIREKZViFRimADuDcjjvumEZ0jG07jJ2233nnnSm6YosI7TCVIdrCwHOURh1IlHOMt/NGpxT785//fHH22WcnR8kwnHTSSalNsKP0rnUP16222mrFnnvumRyrLWt0AEaB8ssj3Axj5cJnn332SSO/m266qTAVzJEwzgwGowxHIWn3EcFz/DOf+UzquIicyCU9MBUpkqmzMVoiSAhxFZL2cxoMJ3y1m67Z3sWo19S3ejMmW2yxRSJgzmmXpM2uQ+7pNQNT9aTOCDO52bbjxz/+cX+V6YHBDr2hC/ofA7nRRhul9pP3YYcdlpwUgqaPIdSIVe6jDK0+CDcOWhQFLkgsnaM7OdLdf+M2fyFfOiCaw96or75HrmwHp0zu7Ad94ajpjilMNiQn+NH1o446Kg2g2CZ9w2ePPfYollpqqeK8885Lny9/+cvJznnsgg4pUz91X/1o4403Tsdz2a36T+bawC6w7yLr7DPHCCOR45tvvjkNrNWJ47zrrrvSgJbjbpctbQY++r/BAwJA9vqKgQNbzHaJ+P3mN79JuPBhbK5BmUEnn4W08IsGLnBBxnbeeec0YBZV1xeQMMk5xE7QoUp2Q9uRLO2hBwItiJGoFh3lJ/QBflWwhU/gG0ST2fZy4vO1mf+yPZz+r495/EN/cA8DW79hrSx+o5P2pG7pUDIbaASBUTIXrGMiVpg9QemwDApwN9xwwyQwm7/qxDaCZcyNChgbxAxpYpB1XEbdiIKxdi+G0ehizTXXTM9GUXjGjGCNHOVFpAjOteogP8OowzAIOgonoXMQvtEcZeFoEBYK5l7tSOouOqj+48ePT5hy5Iw0Q+i4yILOq+PmqS7kR/05ORtPazOnagqSPCQOAs6InQ5O0UUJOV7kWJnkh2iog4gImfrNwF7RR7KN4mxCzvEuvfTS6TxZ//73v09Od7nllkv3Jt911lkndSKGG4kjuyuvvDKRRXJgbJStrlVIZI5IMRCIiEEEXeRkGJj55puv35kwzAyykR/86KdERiKQv/3tb5NxFllsly4NF1NtEZUmC/IhT7LKiSEUAUDYyRcRQ/g5FLiIjkzs62cTJkxIeMBNu8lf/xeN1U8NLI4++uikt55r1AcNyOgVva9S0n427YQTTkijeARInem9aCgbwfkimdrNhiFKzjkmkbtBnoGl/PDjzJFUfZVu6c8GsPqhvkWPXC/qrY/AUBn0Sb9vhy6pY46GitLorwannC/5IiQcru9sjzaKjHkMgo3R3m5M+oU2ky0d1h/sScmW8jV8Er1n//grJAZBMQiRh52Rf4UVVkh2nG4hs8halZJ28iGe4dIWftaAWh93nG2gl3zLyiuv3P+I0KWXXpp0ttwWugQvZbCbrvOb36ZjGQM+jz2S+D6EvlNSSyNgDKeICKMMMBEpAsFgGXJCQwQAiuEz4Kb6gE2wGDDyw3FJ8u22225JkMqqjUIhDgzhuuuumyIuIluEkx1gPSEheuohHMroqyclx+Y5EM6DkVAfzpYxaVdyfyNr01qUW7RB2JoT+8pXvpJGXuqmTaJdFB7pyglmiBGcjNKMHmDogwQzkM6Tjc6v3UiEZKRmlE2enpcjG2RNZ0FMkTwk2XMQyud4/TdCIk8dkOwdI3OjQMfLCeY6oXqIkJK7/FVIMIKfAQM9QbA4l4ES46EtEhIj+Z0drAHEuL5BRzucZqpMA384Ek6C4+cEagkRYkoPkAz9A0FBGCT9BlGnK4gE/dBHERNYmJZGHjgoOkNPjIDpOtk7bnBQFSKuTeRo0MBRitCZdqHbnOc111yTnIYIgGPIl/yIk03CHadHMNSXnfOsqxca9NvhJH3RM3kS/ODGxhpw1drE4ZQ3VnnogQ8dYF8/9alPpcGzgTQHfMghhySilqfkx6oe7ShXnxfpJRO2lF4g7ciXgSw7Sqf5PIEHeQQLyFJfoid0n97oV3DUXwbzZe1oJ33jjxBF9tsAkw1AmgxMtBeZ4lO1Uf2RKm3yn08fTuIL2A+BE/eEJf/suEFKp6SWEjAAYa3A90yXyAlmDHwdkOHJzgmoOqqP0ZOUj/kvceaMGiNNIWuTazlFQmXM/Obgyk7Od8YvX1++R/4ujzq6HwJo1MZpIDOcb65P7f3H8rc6MficE6NtalE7ODqKfEXfKIuBk+A3rs+55+fsMsb5XG5nxsdx35Ew2HF87pcxcp6xQBryCFdev31cq2PlD/nAjSwQKZjBzn191Mc1tUlnci7XIetBbb52/eZEGE/TZhKM6AYsGByjWtiRD0NBLka2HK6kXaJ/W2+9dfquvLJsUqYK/tGXGFhOX2SYLHMfMZgS0fjEJz6RpooRE4QskzTy1k5tpzva63p9y0c5BhIZB8Q+j25N6Zp+Hi4xGWvo1DV/6KqPNpC5T26D4+yHY87n787DQ6L/Bk/6r4gXzPSTnPQ9H+SznJQBS33LOb/pm087knYYpKmHPqDt2q3NiDXbzw6pM1uByCPk7LgomMinvM53WzJIYwf5PYNUska4xvXZZrMGMMs2l45n3cjyRLQNkuVD8g2asy2pClbqTMcNqA3U2ANypwOm0P1HzE4++eTU7/kDhAyZYi/ryT33saz/+TfdghNSy65K8HOfTkktJWBCkhg9JRQyJwwOKzN7hCKHrRkgQmFYdGqCEcqUh8EeTmL0MXDCUZbrTS9SEMrhvpgzoyBiwzFIHD3BGmGor/tRdp2EwovYIJOSstqRKCNFNjUhepCnDmFl9EvxRWeGSjozQ5jbqpNT8GYkox3GhWNQLmcqygUz+Oos2sFQc9TqUU7yI3HaQjbkhezktpbztuO7unGW9Izh4UDpNYeCGJtqNW1Olz3/w6EiJtlouoZuOV7P8LSjTcO9J1mJ5hilG5XnyGiOCiNKRsLZiQy3XPnoJNLONsCYc2Yr6DXsqkDE2Qzt5kTpsvqK2puap58iFmwE8ggbMqbjoob6KP3gkPNUjWMw009MQ5py+tznPpf6CAxE7uVhr8okzHfl5mfPREvYUPcbCfaNyKleXlhoBwy01UCbDdDHOV3Okv3XJ5yHDdmyY2y9qXu/uzHp43wRX2L6now8w5X7Pp1CzuRh2w1EPF7DrtAt9o+e8V30Tl+oIlb6LztN1h7bEWRBHNlz59RdVAxJExUU+eUHapO8fASipb/QGf2AvdVufYUdYg/YXfn0Ffh0Smo5AWN0PM/DEQERaJwQZ4UEEYopQwromQ/nXIPxI0OeEzASppA6tg4vMTYUm9I6xmFTAvcwSkf+lO05CQrveScGgbFTvryOE6ayMXNTb6YJPEwqLI6pm1YQLmb4RD/aldxfVIWz/8IXvpAMl7oIvxpxMP4UnZLCKRNFOGkfAwknRk/Im8M4oe8ZFtEYeLgGHvJTaL/ldcy1jIKkg+hYrpFXVMP5bCg8POmBS/JVjtEcwqhzqbsPY+Q6U5quk5w3DaNepig4FvcvP7ScMrbhj7ohF7DwvA0MOEfLpiDnpnthSe+QRzppdOclBljD3TVwot9w64TE2JG1tsOA8dQvrCtHttrCeTC2iBnnqh8iUvRPm5GD3OasZ/LAQL5xfXpGPxFXduKKvkgu8iqPe3r+rJ14kZ0+hQyKYsAEDuyZvsM2/PznP08yFyVkZ5AKNkQ/8IICvZHosvZwLPLQBzrPDnr+R3QIgeOU9YGJfY8/wMFzqP5LsOCQPEvHPqkbmcCxHYmM2NnP9i3fY61Hz7mRtz7g//Z9b2jDhZ3SJlFhNpe90v/ZebagkxMMkCMDB7rMNkjayc+QKdJB5siq/DkZCMOM7daX+Do6Qn+QGQ/xG9jqT3xZVVN5alVE08P3fAZ/bNBBB+izl8CQJnYBZvqTfOwJHXedgQ4i7zgdgiFbgZzyC6KmbIS+CXNld0pqKQHDiDkhSsf4UjzMV8djxBgWiuU5CqyZ4gpXA9vbi0ZRhMJQMXaUFOlihHyMGDl4IwvGnvN3HwYO46bw6qBciq2cHBJ3HSOhfEqiLARLp+F0KIe6UBp5KQLWnYlNqwUOO0RGXSkkxZXUH1aMsfpyAAy5tsNIe7xYYMRJyV236667pgihczoCeTASrmEMPa+DWDAEfu+1115JJnAc12foLegKS45FJ3F/jkBd1FH9PBws6Zg6oHsp8/vf/36KTGY5k6sOqTO5Tlmil5yMssmi3Uk7LT9h+kAiC9gytuoNO0QSQaZfjtHJsuOEwbe+9a2kj7CoetJG8vBmHiMn0X3TkGSijXTHd28xIhH6jOMGWXTJb/LUdrozvu/FEThx2H4znHTJMin6NSduql/UVDnkz+i2K5GxOnhbi+1RZ7ggpPR/p512SjYDmYANvLRb3REr+OgHrqEP2kKX4GHxaH0Atso3iNKHfNgxeGanhLywY6KN6jSurw96vgbJ17/gyf451+rknuScbYaBL/lrJyzoB5vjN4KtnXkQDi/4wqeTE71gK70tnn1Rbk8eeMGInucBp/MGmPTdYwnsHbz4xWyDyZz+KJ+tgVdVbQe/xH/yAfyltuoT9EOb+Hj+XFu0W3thpj0GsHQdVgZz/L/Zq+yv9C++l67Li4Txd8rRD+XvlNRSy09hfHSwbBx8H9dnQADnGIHopIyVlPMibQyVPI4hVqbK5M9lYcv5GoJnvJxH8mrzGp2P73MAzsmT55VzeeqpHlI+hjDoBJI65LqlAy3+Q1G1N2OWb+84xc/t5Rzyd3m0RXRByvXXIbJjcx622SkqX7thn/MbeWU5IKKMba6H30axGR8dEVHxMH++Zy5Hh+R0ySAfQ16kjDnSkuWQy3SvdiZtMjrNbcp1yW1gMGFKh2CfsXJecozhFTXJbcplVPW/NtALRML3/OFg9DNtys5AVBM+OQ/5OsfpIFYZJ2RjXF/fzxjk32TvmHLpr+uVlfO1EyNt4CDLSd3UWdvINcs867C8roMLZySVz7kmRxW1MQ92cntz//HbveAhGVhyOhyTstk8eZTdzqQO6sLpaks9PNQ723Tnc1u1r9OTtpBntpNleSAPHlvQb9g+eiHpHzBBwsf3+aUsR3j4IBv0QL+Sqo6XOiPT+rAEA3WWkG9ki42UHKfTGSdvALvecbaWbjufr8/6Ik/mClnH5HG8U1JLCVg20LXgAD6D71wGv5yvNk8WRjlPbfk5T/5fzut7bZnl866pva5evcrXtPK7ulDOeqmMQ20b5C+f97u2XbXX1OavPV+uR21Z9cp3LKdaGdSWPVg7cxmt/q+OtfUs10Gd6+GQ8wx1Puer0v+B6lwPi9q2575dK+uhfiunNk87MRkIg3KdavtKPjfYtfXwypi5vvY8zDkcTt50o0GPwUy5H+b7tuv/YO3NdaqnO/lcp/+v1zYyox8GwMiHwaboKKwQEhFBJEuesvxhIU+V+sJQ8hlM/vXOldsLu3IarN3Kqs1fvrbq31tKwKoORtQvEAgEAoFOQSATMA5I1DVStRFAFkSRPf4iiXg5JplSy49x5GPpRPzpagSCgHW1eKNxgUAg0I0IcNIiXqamInUGAllm9Z5REsH0idRbCEwa6+uttkdrA4FAIBAIBAKBQCAQaAsCQcDaAnvcNBAIBAKBQCAQCAR6GYHKT0F6+8GbQx5g9JGEcj2o6L9PpOEjAMuMZ77KQ46eIwk8MyKD/6eT+VPWycEeFh28xOqfzf3P+nO5zWpNb7L+VL8Vo6vhQBhke9TJDwOPDplJr842238p25Ve0JNsF/zP/UT7u9k2lKWf+wgfk+XvfLYTWRfK1/Ty98oTMKv/2mDTWkDZwHn41Ovw1kKJ1BgCNny1X5yOAE8fD4B6tT4e5B0elhYWvKJvgVALAGad9N+elZbN6MbEmFqLyuKa1pviUCRLKFg4uVeeRWKPLHpqAdGMgYeprZ0X9ujfmk9PrMxfXivNcgSWXel2PbGWpIWl84bQ7IJlFyyl0EkLhP5bko3/ZSfsAWxrQevU5T5i2Y28DR3fE+nfCFSegFl00ErbBGkNFMrsex6JEziBYt5ZsL5T/HyufDwfcz5fl4/lEYtzUr7u31B1x19bMx1++OFpCwzrLsHS+kXaDgcp45IxrD2WMvX9kd91uZO5zjEf1zrnWP7k6zr9PwJmw3Obu6/et7WVZQBgYAHZjKM2S35nHGuP5fPwck4+/12TP/l3PpcKbcMf9bGw7C9/+cv0JpctVESh9Ud9sVbuWf6uy23Ibcxty3oib8bCyDn/dqz8PWVq4x/1RrysgM+5cCgenKYPecRf215tzm3K58rY1JO9Y1LGTX7fOyVZXNVq7tphTSf1pydljBzLbdeujE3+PxyMMiauqQpGCBjbYCcI6zF66xFBd1w9B2tzlm+5Xa6Rcvv8zp8q6of2ZfmTt22nyN7iu9lOqH+ue7mt5WPl48rUfh/J9RlH36WMT/rRQX8qT8AI0WriRhC27rDooLd/OD2rLHMKlNzWIAv0LZxKILZzMOKiCEiGBeEsgGcfSZE0yiBSIQ9B2pleuVbTdX0meh0kx2FXVfQCUbA6vsgF4gAP69HAgbGQYGERRasVi4zpPDC0ho38RrlWqLeKdV7B28rFjtsyyivVRkLjxo3rXzl92JWseEY6Ah96aAVybWQwvN1EV+1bZqFfC2UyDBa5hQl8XGvVZwvd0j2rOMNMPpjRV+VarBHejBd9Jgv6mg1TOyAiazsoGMnvvPPOSVfojXbRk4l9u0Qg81at1r84Hf3NYpNW8HaMrogiwQOGFux0XFTbb9vuGC37Tu8s1gmPqiT2SN3IwtZT6q0P5dW67cvoHKLGLrEr9m8UKaQPIkDaa2cOsidb+Fm0Vx590y4gcKUfyB0M5OmURL9hZNFqK57TWTIkazaZvsOIfWCbnWPLYUXn4QYPJJfNFknTfriJMirb9jT6Bh3TdywUzS61s3+QD5mRLZ3YbLPN0mK06qf+jud6k7O66i98mMGMfPoY2yDRD/1GPrbBB1b6GV3Sr/QlNoPuuL4Kia/QVjLJPps+kw+Za69+kGXtnH6Q+5BF2O0C4DwfQ/50Rzuz/EUYyd+9tJuuZd9VBQyGW4fKE7DcEJ1aZwM64VFwod4jjjgi/dapGUTCtAefPJSXoxClOOyww9L+apRZB7bgHeNAcW0ZgdARNMd51FFHpY6R791t/5EARAwOOjTFp8T777//JKOUH/zgB2kky5lwpEb7Bx54YHLCIiHZOMDHljQ6m70Pf/jDHyZjySkjKLZZabdhHAsZMrYZR52fEWVcfvKTn6TbwYcjgcshhxySnKtrGJEf//jHifAed9xxiZRxtHTWNjSmg+2RZiRNPvTStkXWD6oCjoyedkt0wm/Tcsccc0waBHGmX/7yl5OT0A556NAXv/jFYvz48cXBBx+c9npFsPRp0TR9EQbf/va3Ez6IHtJJlzjmqiVtVnd9KPcf+zeSMzkaEJKXAYutuzhaTtPuFeyUfW5FSegMp8tZ2dNVWb/4xS+SQ+Kk2aUf/ehH/TtwVA2HgerDxmgXfNhqsqb7bLYZDXaWzUZSyNdeftpK7qbyLTBr30wbdmeMEH9bzyj30EMPTXgiaZwvG66vVSUh6tk2IB76ANLws5/9LLVROw3MtN/+jgYtEvmzuwYoIq36vgQj28rpPx7J8WFz3EO/Wm+99Sr3CIk+Qv7azy/DhDz5YvJHsNTbIOb0009PJIvtsKWX6LJ9n//85z+n9pO5nUf4c75Kn9B2x+HIPiLonZY6goARpM1LGTysX/TG9jcEaLQo8mXbCyMnndqzOQyeqBlB2wjaRqZIgu0hkASbKFuN2LMbRlk6uZWJdWLKwoBUwdmNhULBESamI+HJ8MMPeeA44OC5MEYTibApOeNnJC7Cg3zZdJihQCYQNwaUI2UwjPJgt9RSS6WR7li0od1l0g+jNsYEhrDZbrvtEomAI8cAM85BXoYFlhlb19q0WSTAvqMMst+mbhAPU+90Pj87wjBXITGi9IYBZFg5S04BQdcX9SMjePUVDRINZBjzVITBkQ3trfpt3zskE0kz6oWNUT+y5rvrOO+qJRjQcc4UadAOhIEMYYCAkT0bhFRyvByR/qGd+g6Hg2hvtNFGxXXXXVecfPLJqawtttgi9UO4mcKiV5x3pyUDZs+b7rfffqn+nv+yRRkSKqohysmh0n99BeFwjJ7Az/Q+3RClp1827rYhM0yRWJG0iX2RIAQXeTUwr1LSJgMS5IJPQRyQBXVW92wb1JldoE+CAuyFgauN2xFW5F1ZRx99dHHCCSekPsF28HEiQuwDvKoS/coy0EfouT7CPpI9OfLZ9ILMzDSJgGpP1okc7SV/PoremMY2O8OHi4zBjp1Qlvbz41WTf8ZhqP8dQcAoF5K14YYbJmXzHUmSRAgQq2233TY5BEpqZGC0YAd5BtxoUyJIRk2nP+200xLxMsqUlLnPPvukMC/n0a3kS1sRK5uc+lBcUcCcdOY99thjkn0OGT2bZo/rm2qj+LfccksyhJwvJ3zzzTcXBxxwQCIZyoE5kqwcDqpbsWRYjOAYEeQ/h8DpK/KJmDrO6MKAIbaxMmIBM6RMlIROGs15cJVxMq0gCbvvvvvuyeGYwqgCjtqmHfqc9nICmSTRJZuUb7/99knHtFEbEEw4MZicqD7LsXLADPU555yT+iLipo3+29AbWXF91RIMyJzsRCY4BcckBHSNNdZIctY3OCG2iozJXv8S9TQI0keQN3qEmCJdBpaScpFcA5wqYpAqOcgfONCNzTffPOmHKEXGSHtEfgxY6A5bTCcMjkVzJFFS+cf3OW3REHrCKSNqiIrrDBoRPPhXbYqWTMlXX+dPcv3oN5LFntIhZMsxJMJG9c6JErEN+oz2IyhX9L30w+6awoMLYmd2QX9zL3hXKakj+esjgiBln+0c32HgT+4GnfyEwQefbZAvkozE89n6kz7kxQ7+B0kzqLV905577pnIXCf2EfKqltQG0CACG9fn/I0YKZ7fPpKOSJGNnnRSxwmL8c7zxUYejnMQ8hM6pfc9Jwrg+RSGz7luTvBBELxJCouMpTZzGgwanEWznOM0PH8AG88m6RhInHJg6L+UcfMf9uTiez6eMnXJH21i+DgHzsXvMo6IF8zgxJg6D0fYMkh00gjXecaTHLIRzXiJfNBjsqhK0kZ1MqJFwPxGJiR6gKznZ5nyMTjQB9Eg7aYzuS+W+6CyfOCknKqSd/IhE/bIYE6dOQRJexyj+yL38jqm/WwUOTsu5f6T+yB9UJZryJ5T9rsTkzaTIVIlaQfZS3ReP6AndEd7YQA3GIkkGpC4Rl7/lSef5LcPe8RmVyU6nCr3nz/s6Morr5widFkHnNIO9dWH9J/c5+l6tg10iY7oI9kuaG9OWT9yv8q45PNV+K9O6ufxn+yzyVTSFrIn6xwAIWeydNwsFh8Dq9xHfC9joBw40jH2oooYqONQqSMIGIVEBkxp+E9YDFw2ehpZK4AsLIbMKOSKvhGEkYWRiO8U3Eg+h/drrx8KuE4+j6h65gCZYgAQCcZvoASbjA+jx3iYtrWcBeUX1SAPx3P0Jl+Trxuo7E4+zqEYwXKc2gmDnAZqd8YFVoy06V3TLqYZPKxt6pezlnLeXGYV/utzIllGovqOD/2Rcpvz/1zf3Bc5HO3WD0X7jHT9p4+mJHJfzPlry8nlVeG/KUX2CFnQhziTnOrJLbeFI6EnHIxpNf3JIxGcUya1uZyMQ/7dSf/1CXrCTkhky1ZIGZ+MSTr4n+O+y7tA34yEFzJgwwnTGZiJfiAmroVPbRm5rHb/V1dTjSIz6knOUq53bf0cz+cQFoTMVD8MTMmbokNQkBrTcbnd+X9teVX4Tf7ZZ5NpOQpYr96O+ciLWOkTWf6eHUTWDUpyOdqYr6lCe0dSh8oTMJ2PwRJFMA+OfBGOB1kxYB01hx8pumNGEo4RjvzCmq4XwuUwGU0hUKMzwhQqdQ/GsdsTfDh4xt9zBNrseRvhX1hKMJPgybFQ/IwN7IWOPbNyQt90L2PIAe26666JPOhwiK0oT7cmuMAQTnBApBwz1Uaf6J/z9E+Sj/FEcmHlOIzk95DpkUcemUiIY6YVYMcIIytZFlXAEoHSNn3Jg+J0Yty4cen5J3X2vUzGOB354SM5Z8rECJdBRTgRGf1TX0RolQGnrG9VaHe5DuShfk/2PSvpIXG/OUsvEWifPlQmGtruGCzoiHaZ+jc1o/8pR/9CvkzX0R+2qOxkyvfvhO8cKLvhOcY8lQgDz8nBhk5kPYEJ/Oi6/37TM9NvptsMUDxDxxlPmDAhPROE3MBIH5O/Skn/FsUhd4++mDbVHvrNBrCfOSKk3vybY+Qt2kU/DEb0k8suuyy9ECYf26D9dE9fU1YVdYRty/Kn29lnmyUgU3L3nazlJb+sE7k9zslr6tUjGXyK6LnpeY8uIPf0hY7BrJNT5QmYjuYtOqNlAvMhRELy/ISpHgpLkM551oJyGilRZsew5u9+97vFxL5ncRh8ghYV0xGM6Pfdd99UXlaAThboUHU3ZYaEwSVjBi+Gw3y6BBdJR0J0GbzsRBEuhsCD4hypxODoVPBD5jz7ZH6+WxNcPvWpT6WHQTOG8KSrjK03AGEMU4mh8CyX67LhgSNs6avoF0NsdOvDqTNApomVWYWknZyA5yQZw0yQtJND8JwGo6jOEsOIVIjo5SlaeHjuy/MvBkIIl2sNgPRjfXPfvr4Ir6xvVWh7rgMZqxv55ul5x8iSXD1U7G2scX0kUsqYeU4JBuQqv++ej4SB1/UNFmGLUMDWAEef69SU25eXY9Bm+NAVNhvhoBcSPXEMQYUBHYEbm84ewQhB5aSVyzbxBR5qpyOwr1JiAxFpdlC7fbRR29TdW87qnHVB//Zmpzz6gvywMCgRGUdi5WejfeTzYLqXDzwvVrVEdvozny3Q4bc2kT0/wT56eYv/yNiMHz8+4UMn8jF2xAsIIu36BJ9fthN0Q7/Jg52q4TDc+vzbQww3dxvyAd7DjPUSoRJKOSFWPuVEaY3AfOolrLpXEiPmUy9xouWEFBitl5MOwsh4UNqnNg2Gc23eTv0NFwbQp17ybFA5cT612DJMDHImu+X8vjNQPlVJub6IYb2kL5YdAoLmd/kY3eFM6vVRZcIpP4Re7x7tPqb+2lkr31wv50R3csqYGbCUE/1BVn1qk3Pe8uvkRKcHstlkXLY/CFc9m4GgsO219h0ucK4qRvR7MNtgAFxO2lJ7DCYGJD71EnLqU8WUdb7W3uW6GmTUyr/WHuhn5D+ubyDjU5v0kYHKr81b9d/Vit9WHa2oXyAQCAQCgUAgEAgEAk1AIAhYE0CMIgKBQCAQCAQCgUAgEGgEgSBgjaAVeQOBQCAQCAQCgUAgEGgCAkHAmgBiFBEIBAKBQCAQCAQCgUAjCDTtIXxv7dgPzivDkd6NQF6E8N1n6h/xhqGtF6r4Nlj9Glf7qFei8wKYg9VUPiuze1i4E5NXtG+77bZhtTW3zzVWYbf3WrcldskejUMlumGZmm7EYLC2WwvQNlLDSTCyZY5V+z0o3qnJVmGNvmXqbXlrHFpawgPinZq8VWkZmZEkdqLb+4i11/LisCPBqNFrmtaLvCpsO5pO7piNgtdIfq/YN5Js4+I1XG+VRBodAoynxT69zjxUsjaTDaHzMgtD5a/aeW3VF4fT1lx32Jx77rlpbbh8rFv+w2M4BlUeztX+g72UEBHLRQwnGURafJmT8qZapyZtJu9GfdXEvmWMLH/QyW3X14cr71r5kn+39xG2s1FfXYtTI7+bRsAYuuGOpBqpYK/m5UAbcaK9ilOz283IWJer1xLD49PLyfpSPpEGRgBxGQ6hHbiEzj0jAiiC1Msp+khzpT8qAmZ6zMKEeSX65latO0uzkvFAIyjr5zS68KawMMJgVKdcsuiFBWVHqh0wsr5OOcJlnTh63G0ERFu1S/tqk9G/hRGHMy1be22n/mavLASZE3z8HqrPIRwWXtXX4Gbxx3qY5nI79b82WXexnPQTejLSqEm5rJF+hzv8yaGZNo4sLXpatgXlOpp9sE7XUPpRvqaTvmv3QGuN5XbAm05YPLfXAgL0fqynm0dFwCyGZ1VbYc1Iw0PAs0X1hErRbedjS6BGki06yMB2DVZa33jjjdMiiI2G1xu5Z6fnRYLLjgZJ+eEPf9iVeoxg1FvwEwbf+c53uo50DqabHI4dMnJCOOxEcNBBB+VD7/rPtnmm7rjjjksRfkbZyuUWk9RnuykhHBbOLT/2gGx6FMKq5u1K9hQ88cQT076IbJzFgG0lN1obR361tqDcRgPZjTbaqFILIpfrN9rv2s/2DZb0EXjTd0S4l5IB25JLLjmmTR4VAbNK8bg6K9WOaY27oPB6hkNnGD9+/CQbjA+nqULC9uWTlGs7FEajHskbTnm9kAfW5VEvUgyzbk3ltuY2IqC9tANEbneZXMDFKtzllblzvvxfhJAjPuWUUxLhoiv66QorrNB1BEyb4aN/5MQJ2VKqnclm1PZFlNg4O3AYaFoRfbSp1haUy2NDbZ1Vb8ePcr5O/l6Wdb125EFLVVfer1fnZh6rZzubWf6oCJjKjXUFm9nYKpelI9QjZkPV2Qil7FR8d8wn0tAIZAPUa3hpd6+1uVYbYDCUDct5sp5k3GCXj9WW202/c3vb2SZ2Mds4/8nMsbHWX20fSj/aiUsr7h0YjC3K8Yrd2OIbpQcCgUAgEAgEAoFAIPAuBIKAvQuSOBAIBAKBQCAQCAQCgcDYIjCqKcixrVqUXmUELDuSP1WuZ7fXLR4B6F4J61/d/uCzKcWqTuVm++Z/pOoiQH/yFHV1a1m/ZkHA6uMSR4dAgGO49dZbi9tvv32InHF6rBDwCvmECRPGqvgot80IvPjii8W1117btWtPWdrAW6jebKxisuwFG3fPPfdUsXpRpz4EvIjhzd3llluuI/EIAtaRYmt/pb0dZuupQw45pOE3N9tf+86vgVHfsssuGwSs80U5YAu8/XfYYYcVN91004B5OvnE6quvnhxnVQmYN8zPPvvs4thjj+1kmLu67t5K3nHHHYOAdbWUo3HvQkBY3gjRIrARon8XPGN+AAGzPlKk7kXAIMf6W926M4PFXatsO9TNtjTdin839Bzr9FkLs1NTRMA6VXIVq7dV/DfbbLNJFjitWBW7ojpWoxYV6fZng7pCWE1sRI54rrnmmk0stbVFGbBdfvnlHfvYghXxLZTdjPXHWot8d92N7fvb3/7WFfu2BgHrLt1sW2tmn332YpdddinmnXfettWhF24s6nXkkUf23LYgvSDbwdqIgC2//PLFN77xjcGyVfqcZ9qee+65jiRg8Ldq/B577FFYnDZS+xAQ9Tr11FODgLVPBHHnqiFgYUTz8fZOY6wiBQKBQHMRmHLKKdM+lM0ttXWliVxoQ6cmC7+yb+X9RDu1LZ1cb1Pz3UKCYx2wTtbEqHsgEAgEAj2AQB7UIXHvvPNOD7Q4mtgLCAQB6wUpRxsDgUBgRAh4EJvTN+qWqrxu1Yga2AEXIV/Wu8skrMoP7ncAnFHFCiEQBKxCwoiqBAKBQPUQQMCy00fAOnXRx+ohGzUKBHobgSBgvS3/aH0gEAg0gECOwjRwSWQNBAKBQKAuAvEWZF1Y4mC3I5AjGrmd9RxrbR55a/PV5qk9n8uP/4FA1REIXR5bCdXiW75br9mNelj0GgbkHwSs3Avi+5gi4Dma119//V338GaUN4ya1QF1butlvf322/338pam+5g+cl5dbrzxxmLaaactFl544bS2T737K+e+++5LZS222GJ1377RpnvvvTc9p7LUUkv13zO+BAKtRIBemy61MKVnpuh7PZ0eqE70+KGHHiqmmGKKYsEFFyz0mUiNIQB/NqP8ogCbQxYvvPBC8eijjxaW7JllllmKxx57LOVlfwbbDUBZyiRL+ZSX70Pm5NXonrD5+nr1bIXc1duSOg8++GB6e37++efvyfXVooc11r8i9ygQePjhh4uzzjrr/7d332GWFdXawOve+xguOUkQwSGJ5JzTIDkJA5LTEAQ+MkgQBImCgGRUogwSJUmSnJGcBwERJOccRAX94+tfeWs8HLt7umfO7pNWPU/3OWfv2lW136p691ur1q7KZFKSQSbLL798WnTRRRtG+Ejl7rvvTg888MAY52mvjxNQ8iG6kOE+++yT5p577nTQQQelaaaZphTpC5/WLTruuOOycPzJT36SZpttti+c9+O1115Lxx57bCrr0/xHhDgQCAwBAh5qb7/9du5j1uNbaaWV+n2w1xfpzTffTKeffnpeasF6V/pMhMEhQMTefvvt6fHHHx+zWPIUU0yRbLtkkDZq1Ki06qqrplVWWSVdeOGFeZ/P/fffv9/1E+1Fecstt2SBstpqq6WZZpopr9B/xx135J0SVl555WRf2L4CsWXXAYJn8sknz/xnh4U777wzPfnkk2M4kijUZnrjuL7SHtfjyvTcc89lbsXB2223XbKYd7eFEGDdVuNNvF8CxWKMRui+P/roo5mUEP0iiywyxtHZg0Qw4vPnt7/yvZzLkXr+1cZ3jHULOVmwFDkRXNddd10moY022ijtsssu+cFkA1dkZgRZ0ihp+nTMiJNwsyWJdc5KvPKpTNaksSGsUW65rvbTd/FKcG35Xb6X3yVOfAYCg0VAW7J/JBG1+OKLp6WXXjq3ydLGfAqlrfl0rBwnHlh7CQYWl3K8fJbrpFF/rPZ3bTxxuyngiWuvvTbdcMMNaYkllsiiwiATJxnkzTPPPJlz/DYgff311/vFGpajR49OJ510UhZ09qe04DVBJZ9XX3017wlLgJU6KJ+lHtQlUXj11VenddZZJwtAYgwn2pnAAr/Ej1kIvFyuL5/qT1r+HPNX0nauxCvHyvna4+XaEp8AIwKffvrpvK5a7WyFON0SQoB1S023wH0SO7vvvnsmEqbnm266KU077bSZAJjQkdezzz6b914jZozEEIOOioSQDOIgqOaYY45MQi+++GIeRdoeZNiwYWNGkrY9QVKbbrppMi1oauX4449Pv/71r9Ncc82VjCSXWmqpnD5B+Mgjj+SpAWJLUA7WL2Ug1JAYMVYeUixoBJnzE0888RgLHtJBLu+8804mWGWYZJJJctkQsLxso+EaAQEblc4+++yxwGNGJP6NDwLF2qGdsgSzznpIE1X2NNSOSz/R5wyIWCL0Fw/32ikpIoFFjVBwnb6oD7vOg1PQD53TXwykun3qUv+HPf7aYost0rzzzpvxwgEsjETZjDPO+B9VTPg4b4oSR+A6WOI6+KoXdUvYLbnkkjkNdYYzHfeHJ1966aXMW+rItB5+feONN7IA+/3vf5+5SD3hLvn43GqrrTInmnrES/IqZZEHftJmfOJf7UU8nIXfnnrqqXy/BqGmVcWRLv50X661jRNsHMPFpW06380hBFg31/4Q3ztLE/8HRHHzzTdnct97773HkPhZZ52ViULnRhoLLLBAFmxG9QceeGB+iHhgILW99torb0fB0kXYEESIxeiQSbsEDx5biCC0bbbZJu24447pnnvuScsuu2w65phjsvjbZJNNkulFDxfTjYSWc4h0zz33TJdddlkmDoTDb+xXv/pVLouRLYuaUe25556bLWmmUxHML3/5y/xQQloefPw8pCWceOKJmZisqK3cHnxIcN111x1jRSvlj89AYFwRYFW47777skVMHxD0Kw9KAyGCSru9/vrrs0+SB7IHuD7qYckaZsrMIEffld53v/vdPJ32u9/9Lk+zsSZ/+OGH6Te/+U1uv/pQhH+tF0eEmNYTCCJCBcetueaaWYjV4kTAnn322VnsGkwSKOKtv/76ORpOxGsGoqxWuKKEImzOO++87HqBv3AKztt4440z1+Atg0KfOAlPCaxepZzFgmUwql0YHOIoImuxxRZLm2++eW4/J5xwQhaHhxxySBZcuJLAOuCAA5J2YWDttzIQXAbA2gm+dP/cQ5TNc0CZujnEMhTdXPtNuHcjtfvvvz9dfPHFuVNvttlmeZRHFBEmOvx6662XRY39vvhxGeU98cQT6eGHH06zzDJLtjohidNOOy3/9jDxYNCxHdPx6wOiIaAQGVJAcPw0jO6NTo00Xc8yx2pw+eWXZ9I0kvUAMupz3aWXXpofUquvvnracsst0/TTT5+tB0SXPyNGpn5EZOPk3XbbLd/LJZdckh9S7kVad911V54eRZBGve6128movs7i9/ghoK8R/yyuHrIsMixWHuD6j3Z4xhln5MGEAQA3gGKRIMa04xtvvDFbXPQvfYbfEguHvqSvePhKQ7smEIbCgXv8UBmaqw0Uzz///Gx1hxnuIFQLj9SWAmfgi9t7pgnnn3/+bJ1XD7iGRUnAQyz2BqUGr3irBPVCaJ9yyilZ2Oywww5p7bXXznV85ZVXZkG9wgor5IEqHy+DRgJIIMjNChBV8lM+3IyjpWHASrw7x2dM3fNlK/lrJ4Q6jmQxxZ3aG5Fn9sHgmN+v8vkzmJ1hhhnyOW1RG+3mEAKsm2u/CfeOmHRmpMMJ3kjJyIsYMlViJKjDcjw1smMh0kmNIJdZZpn0wx/+MBFtOjySGj58eCZ+/i5IBRkYWfUWjOBdYyQmSF9AFixiyOWxxx7LBCdPoz7CrMRDgkiDZYxAI7hcK4jjz30VvwaOtwjVlIHyuyfnBWU1CvXQK+Z6ZBYhEGgkAtoxH0UPblPpRJL+Rph5uOuPLBReTvGQLtNj2qn26oFq6uqaa67J01IGN/rRggsumPuCgYQ+o42zfhUrSiPvoT6t0h/rj7fSb6IIdoQKSxLMBPVRX34WJrwlvoEo3yzCCB+onxKIGVYxad97771j0lRXhBMBxJ9LPeMzL2KoY3WCZ/GXKUn15LtgerOUU55lylk8bUK7wVHiFZHlutp78N19lcAC5zptYtZZZ83i3JQm66qyO4evcTcrbDeHmILs5tof4nsnfvgwGFWz/OjgxBCCcM4nnyqWIwFpcSY2ehSPOd/0CItV6fCu8VeIzQi8CKza20MgRmDEWS0BicPkL09TAKZjEKIHkfI5V4JpGFYv5IQojTiR64gRI0qU/IlkhFKOQla1ZSPI/PYpnvKXe8oXx79AoEEIaGel7ZVP/c0DW9D+avuQY+WhagDCb8kDXB/xcPWdgNM/9Q9p6TPavT4iraqCcsmv9Kmq8hnfdHHVyJEjs/UbRmUqsrd0C9YGYsQODnSPZgOG9fhPeVNRgC2xzDrFGiWO+nB9qcuSfuGSUt/leP2nuuSawS9W+qx00tUmavnLd1xV6lb64hmM1uctD/mK76+UpcQr6Tre6vVYj1ejf4cAazSikV6fCBgBmSLU0Tm7+61DsyIhGqMypG5az5QhC1Pxk6pPlBlbhzad4lojQqM3I0REVsKLPZYyJIXETJUgwuWWW27MCLDEK872Rp9IganeNAuCERwzImV+N6pTVnmydsmzBGTL+fX2nukEvhAsBr4TgEamtYKuXBOfgcBQI+AByaKiHXsb2fS7dqpPlv7n4VwevKb+WaM9dPVZrgH6p7fqTEUakPBxIiDKQ7pR9yS98tDuTWw0Kp9GpoO/TN0Vi2J/mOAndUGQECyc71m+cCG/1hJgoE5Y1vm+4jYWL5zC2kUAqxdcxnppRoFoxofqW92pM9a2Uh7XKic+FeRvgCkdlk+WKzynnfBjZU31nV+uMohDjGsf/QX5K7symv72HT/i7G4OIcA6rPaZo1l5qn7QExRlOm2gEBJBCF4nP+ecc7LfE1KxJg5/g+233z77Qhx++OGZMJin+T0gM0REjBXicHyNNdbIAowIMn3I5M1nAUn4c80vfvGLTBhGdn5z3ieE5EuM8QlTHvGtz+PVbr85ubK0EV3ilOlBpOOBJRCOfGOcF5ewRKbF/2JUjwOzqRv1YdrUw4ogE7c8yJTD9T7lG6G1EfAAUYfaW2mLVZVYPvIbTNCGPHBZrnzXHv3WNpUXL2h/jnug8rc06Dj66KNzPzF40B79adsGHHyZWIY9RE1TGpiwwBAKO+20U35AezHFdKQXUvSlRgbllrc+QoDhHfjjoCqDPIigwYTSn2GOt/wuAfY4CPbqBp8V7sBlRBP3C6LGdYQWX1N1h2tc7zvLvClG4kh60sB93/ve97KQNh1p4GiQu8EGG2Rxx3WC5d8MhHbFub/kXbBVTunhLzxtORN1iav4jZk2hAfXiauuuiq/uOQlJ4LPdepJfGUt7c29iiMvsxnaD7EvfXGIP221FqeCVzd8hgDroFomEnRggqTqh7lOSYggxIEGc/+WgnBt6XA6LWIwAiSOWJOMqIyyWJqMzHRuzr5Gkzq0a8T/8Y9/nH3GjMw9VDxQjKyE4sjvu7yQggcG3ytpK7c3Ff1GDgJyOPPMM/M5VjL5yHvnnXfOpO96b/PA14ORpUCe4vFnK4TLz8YLBR5eHhKmTd0Lwaf8/NgEBIyE/FZGI88IrYuANsNPhsOydqPeqwzadXHCHkg+yqOPeKNXW/Pg86DWrjyMtXsDF+3RQ9N5L4lYK097dq3Bggeyc9r+UUcdlS1c2rF71o61YQ92fcqDXfosIH6Xfj2Q8g4mTsFaOSxKCpuqOQ6flsHWQMuKh7gpKF+xfpVrCSdvczsOs6233joP7HAZ3jryyCOzzxiBCUt1hFPUmfPeXhUMTHfdddfMV+oSD+GR/fbbL/uCsZ7hFnXlOmmYujz00EOz8FGP0vZSBjFWW051r80Q4i/+n2M9kaR+tQdWOm+a40c87pw2oy6UmQhUXlOa2gk+V26cqCzKyAInvrIX7nZtN4YQYB1U60j0wQcfHDRpjCsEZU5/oNfrrEZ69aJNZ9TxEQvi17ERbhmZ6ZysZOL5ExC9Dq0TIwW/xS/Bg4E4kpe0yvlC5OJZC6z2uPwdE4oF0UOLD4x0pE+sIbzy2/W+e0FA2v4Q3rCeaVHTAs7VltsIUVxBPH+1v/OJ+NeyCHhgsAbVtqOqCqvtDMYCo0wsLwYSvmuv2qFBjDaorXrYar/ltz6pD5X2rC8JpZ95iEujth37PrzHgVp64hEQrCIlz6rwkC7O8ZYda1HVwX0OluMIIWKn4FlbRnwFK7j584KOUHirN6ydV3+uFa9gbDCoLqVTjpe6LAPcUsfSIIaIImJIGs5pK/XldA5HsXIqTzkvH+d8Eo+40jnplDajHHjXtaVM0lDWUhbCTvsTyrWlPPlgl/379xOry268U28XYQyWNIYKCx3OX39Bx/VXG3R6xFbw4qryAABAAElEQVQbdFqBgOkt9JZObTzX16fZWz6uqc+jiLOSnrRqj/ldf6yvuI7XXlvixWdrIuChU/XU17jeeW/trr7P1f92jXZfQu13x3prx/XH6n+XtKr6bGWOg0U9XxQc6rEfCNaurb9OHvXHxHO8L97r7Zr6/KUh9Bb3X2f+9d91tdcqSwn13F3/W9q1fFd7bUmjmz6/+KTrpjvvwHslKPgNeEW86oaNBPl8+IsQCHQLAiwYfKNYG6oOHJT5EHKmjvAvBIgby8OYJqt/uDcaI2ub8XUzqxAhEKgCgRBgVaDapDQJsOE9UwMjR47scxTWqKKxApge4TDKKhAhEOh0BIzeTb1YQqVMH1V5z3wNLT4cAuzfKLOeEGB8Mest2P+O1Zhvlr/h3xQCrDF4Rir/iUAIsP/EpK2PmOs3t19r5q3ihgiwqgmwinJHmoHA+CDAAsMPUB8jyKoM8qnakl1l+atIG+Z4h0N41fxjgFl1HlVgFGm2DwIhwNqnrgZV0qofDgozFHkM6qYjciAwRAho+9H+hwjsumwK7uWz7nTDfladfsMKGgm1LQL/9r5s21uIggcCgUAgEAgEAoFAINBeCIQFrL3qK0r7fwhYo8dKylZ2LsG0q+UqxrYqc4kfn4FAJyFgOQBr6HHct4hoCfzWLE1h+YAI7YOAlwD4n9knt/jZcjHxkpWlLqp2M2kfpNq3pCHA2rfuurrkFhC0mr63lKzTVXxzbIUSAqyrm0bX3ryHtI2VLVpsTUBrMukXM/UsdGwR0BBg7dU0cNwVV1yRLrzwwryGl/UQ+QVat82OAxHaH4EQYO1fh115Bx42VoxGSFaQ5hRtbRrOuV4Q8AaT0aItOTyEnLd1hxWiPZz4d1hSgKOtlaNZ1Dg8u97WGM5bdNNyG153d94K0tKMEAi0KgKsYNo/K4mdIjy0S/u3Yba2rg2Loy/oMywtnM31Ff3Jau7Oa//6h/avX1igU3/Qt2pfDtAvql4SouCt3ytTsQiV4534qS5xnPqw5ZO3P9UXfnL/r7/++pj1uPxW197aLNi43sLWgq3YcBheK3Xsu/jqnTUNrvIq/NeJmLbaPYUAa7UaifIMCgEkY6RYiMnK9ba6sDWQkeKzzz6bt2H5/ve/n7fQsAWHjWQ9NE4++eR09dVX573wEJ0VpFkNbCUyrGf1b1sV2TjWgwrZHXzwwXn9oUEVMCIHAk1AgIDSLwgjD2b95MYbb0zHHntstogZjNgmxpZFl1xySY5jOn+TTTbJ+w+yvFjjz2BFYHHZcMMNc3r6gYd1ecAfdthhYzZzruJWCQX3oY8TF0VgVJFXK6aJl4gkApp4hgNes00U8ey8AaalOS666KK8bEkR2LYNwl14zvWws4aderY9FevalVdembnSedsjWeeOaI9QPQIhwKrHOHKoEAFiithC0KZZPByM9Gz8/cADD+R9yWzZ4UFi+xKbwLIO2CaIb8Vxxx2XN7K1Ae1TTz2VRRfysT8j4rL5ti2NXBPWrworMpJuGAIeyHyH9t1339xm11prrfzAZdF66KGHsmXLhvQe2nzGxDUgsbaZNn7rrbemU089NS/qvNJKK6V77rknb8jNAmbLIZs9m+rUJ8p2OA0rfB8JEWHdGuw/ag9d1iyiyWCSIHvhhReyDyx/MFv8EF2O3X///TmebYds22R/YPVqn0acdn7P5uqEmD1uCfF77703bx9ks2zWsW7GeqjbWAiwoUY88msoAkbwu+++eyYO38tUiIeQ1bL5wyAVRGPE7oFho2ym9nPPPTcTEkvAqquumvc+u/TSS7PoIsCQFOvBQQcdlBZeeOFsmm9o4SOxQKACBFhIbH7M+kFk2Xuv9AsW4hEjRuRzvl9wwQV5k24PdRtss5qddNJJeerLoGR4z8LO+pX9Ly0Mqx8I0v/Rj36U9xaUR4TqEPASxeabb56tkHjLvpAsYPiJ+DrkkEOy3ytxRTzZ89FAFNexiLFsbr/99rl+CbS77747D1ANXgUzBVtttVUWaKaaa6eXq7urSBkCIcCiHbQ1AkZ2NrNGHMjHw6cEPl5lE1vbugimE40WkYwRIxLj/+La2mmOkoZR/7Ce6UgWggiBQDsgoC2bZlp66aWz1cRvU+wC665+4bxBinOO2fDZccH0oqBf6E/1b9s5RggQdsRZhGoRwEELLLBArk/1ZSBZQhHY+MkgU90YcBJfLGbi4zh1iN/84T7HSiDE8SShpy24JsLQIBACbGhwjlwqQsBDhFNweZh4MNSG3sjEMX9ICiGZgmGuNz1jVLj66qvXJpHj9pbOFyLFj0CghRAguEw5etCWB28pXm9tufQJoos4Mzgxhc86ct9992VnbW9TGsCUUK4pv+OzGgRwm2VFTBfDnGAqAorg6q0eHFPvRLVBKpcMLhf8Y19++eXs61oGleIKvaVTzR1FqgWBEGAFifhsOwSQD/8IDqVGbkZ+BxxwQLaGFWIqN+V3+XMM2bAQrLPOOnkahp+EkaVlLDjhC+LXfuYf8S8QaHEEPJxvu+22Mf3Ciyem6YXysK2/hTLtpA8ZgPCHHDVqVJ7C0g+WW265ZEqyxHOsr7Tq047f444AnO0Fut9++2V+M8DEd8RwEUz19VB4i9XLEj3WRjSFTFCrP8uRbLrpptnqVVuf417KuHJcEQgBNq7IxXVNRcCDwls/3tgpwcgQMXmN+qc//Wm2cBVyMhL8+c9/nqdMCkFxxOfrNXr06GwtYM73tpcpSoHfBSfkMjVT8onPQKAVEdDWtV1tv3YhVpYO04Ue3vwfTWd58IqvfZt+4oDvN6vJvPPOmw499ND0xBNPZJ8wU1Ocv6XBR8zyFixhMf1YbSvARziI3x0rmMCaxf+OZXL//ffPXMdPVcBnO+64Y/5eph+1h9122y2/UMEi6novFRHleJA/oPbgpYwixnIC8W9IEAgBNiQwRyaNRoDYGt7jIFyIqaRv1OdBQpghlCK2CLb11ltvjBWsPGwQlAcL65e4HkDlGsTnOOtahECg1RHQpj2Mtf0yRaXMjmvDhFSZdndM//Awnnnmmce0ccdNQ3pAG8xo/+LpFyV9FhXfHYtQHQI4DgcRxyUU3H0Szz4LPxFs/GGFUl/O8e8zrawuxVef/gRim9O+eM5FGFoEogcNLd6RW4MQQBb1zsG1SSOv2iC+0V9tqCej2nO+F2KrPx6/A4FWREB79lff9mvLWi+a/K4/1l+/cI5Ai1A9AgaC/vrioSKiSknErefE0ibqj5drpN1X+iVOfFaHwL9fGasuj0g5EAgEAoFAIBAIBAKBQKAGgRBgNWDE10AgEAgEAoFAIBAIBIYCgRBgQ4Fy5BEIBAKBQCDQEATq/T4bkmgkEgg0AYHwAWsC6J2YpU1+7SkWb0ZVW7tl77dqc4nUWw0BTvVWordyfbsGb1D++c9/HnTx+TGVF2M4ktsQvPYlg0EnOA4XyM96gxdffHH4wI0Dfo28RBuw3VInhBBgnVCLLXAP9oY7+OCDx7xd0wJF6sgiIB/7WnooRegeBAiAO++8Mz366KNte9PaLhE22KCtczgvImyoxVcp74svvpj3nY2+VxBp3qf9fjshhADrhFpsgXswLWCdmQiBQCBQDQJWty9bClWTQ+um2gqih+WNFSxCINAoBMIHrFFIRjqBQCAQCAQCgUAgEAgMEIGwgA0QqIj2RQSsK7PDDjvkrXy+eCZ+DRUCtfvyDVWekc/QITDLLLOks88+O/H768RgZX6Lh7ZqsKjt3nvvnUaOHNmqRez6cpmatsBwu4YQYO1ac00utykBW5hYYTlCcxBohWmZ5tx5d+Rq4eDZZ599yB3OhxLdVm7DFqi1irwtfiK0LgKt3IbGhloIsLEhFOd7RaA0+vLZa6Q4GAgEAuOMQOlb5XOcE4oLxwmBgnv5HKdE4qJAoB8EwgesH3DiVCAQCAQCgUAgEAgEAlUgEAKsClQjzUAgEAgEAoFAIBAIBPpBIARYP+DEqUAgEAgEAoFAIBAIBKpAIARYFahGmoFAIBAIBAKBQCAQCPSDQDjh9wNOnOobAatRW3w19mXrG6NWOMOB2NtcZRXxVihTlGFgCDRr252BlW78Y2mT2marOrkHx41/HQ9FCpai0I7aMbRnqdsR6Q4rs1Whr7nmmvS73/2uw+6ss25nqqmmStttt12aeeaZO+vGuuBuXn/99XTOOeekF154oSPvdu65507bbLNNmnjiiQd8f0UUDfiC8Yj4ySefZI679dZbxyOVuLRKBCaYYIK0/PLLpxEjRlSZTWVphwCrDNrOTpjl6/HHH0/nn39+R69T1M61yLLwzW9+M6277rohwNqwIj/66KN04403dszGw/VVsPLKK6fNNttsQAKMlUN7Hkqru22fHnrooXTeeefVFz1+twgCk002WZpiiilCgLVIfUQxhhABZPjZZ5+FABtCzAeblYdIszYvHmxZI/4XETAF+fnnn+c+9sUznfHLpvIDCaYqCbAShrI9KyOOi9CaCKgbszHtGsIC1q4112LlnmmmmdKBBx7Y1ttCtBik41QcovjKK69MF1xwQTw4xgnB1ryICFljjTXydHJrlnDspTKl96tf/SrdfPPNY4/cgjHsSnDYYYclOxREaB4COO62225LJ554YvMK0aCcQ4A1CMhuT4Yfx7LLLpu37mhVp9puqCOjwaeffjo7pcbIvbNq3HTyKqus0rY39d5776WbbrqpLcuP00x3rbTSSin2YG1uFeK4t99+u7mFaFDuIcAaBGS3J4OgvvSlL+W/EGDNaw2wr52uaV5JIudGI6Be9bF2Dcrezm/j1nJcu9ZBJ5S7kzgu1gHrhBYZ9xAIBAKBQCAQCAQCbYVACLC2qq4obCAQCAQCgUAgEAh0AgIhwDqhFuMeAoFAIBAIBAKBQKCtEAgB1lbVFYUNBAKBQCAQCAQCgU5AIJzwO6EWO+AeygKLHI0b6UReVs722YxtT+RrPSf3F1sCdUBDjVsIBAKBPhEoXFcc5X1G6BuBEGB9YxNnKkDg/fffT59++umYlIktKxn/6U9/Sg8//HBafPHF0xxzzDHm/Ph8IX7+9re/pXvuuSd98MEHafXVVx+nV8ilY0FGZfeJVL761a/m19LHtgeZV6affPLJ9MQTT6QFF1wwzTXXXONzS3FtINAnArXt9Mtf/nJunyJ//PHHyYK8k08+efrKV77S5/VxYvwRMNCCtwV08Vo7v7U6Lmjg2TvuuCNNOumkabHFFksTTTTRuCTTNdeEAOuaqm6NG/31r3+d7K1GeHkl3fphO+64Y95u5dhjj00HHXTQOAswDyBrDf3hD3/IW+9MP/30yXYuthL585//nJZYYolxEmCQc/2RRx6ZyVXZCTDrnm200UaZbPpCFxG737PPPjvttNNO/Qow5f/www/zFk9TTjllxmFsAq+vfON4YxAoosanoM226qheGV955ZV09NFHp29/+9t5n0Xt75e//GV655130h577JEsmNzuodRFK94H8YXj8MVuu+2WZplllj6LyVr07rvv5sHZjDPOmOM2e5kOAvLZZ5/NA9Y555yzX27r7cbefPPNvECqdjbrrLOGAOsNpJpj4QNWA0Z8rR6BRx55JPmzEe+aa66ZVltttUQosYp5SPz1r38dUwhEy4LkD1mV4Ljf5Zzf5diDDz6Ydtlll3T11VfnleCN+keOHJn23XffvEp/MZGLj2ykUa4vn+V4Sd81hN0tt9ySheN3vvOdLJQOP/zwvBcmq1i5tvYax1gcLN74wx/+MK266qo5nvSlWe7Bp7g+LaK65557ppNPPjlZOdzxCM1FoLYOPCAbOUXeyDtTTgKA4LdPq4f7xRdfnEaNGpUHOpNMMsmYdlraeG3b03bL79Iexau9/0aWdzBpFdGrLK28/ZmyjR49Ov3+97/Pgz/l7au/w5vVf6uttsqbrpf7co2/ei5xTP2U9Go/a7+XPB0rafleftem4XttvSuD/X1/8IMfpGeeeWbMNSVvcUs6pf5q88OFeNxsgXgR+kcgLGD94xNnG4yADm8laaJkkUUWyRaFeiuPDu1Bcv/99+fRmE5vJCn+VFNNlR8s9913X3r11VczeRjtM3cbfV111VXppZdeSjfccEM+R3xJ66233sp3QuAgvZlnnjmLHYQh3QUWWCCfN/oj4hCIsnrgzj///Pmc36YQt9xyyzT11FOn3XffPd11111p4403znkRln/84x/zA1p5F1100eShZxrUw5CgYpG77rrr8vSE9IyU3dPyyy+fCUu5X3zxxZwfqxkL29e//vX8O/41BwHtsYQiBMrvVvssD0oDGVNBtv4x9V0staYi9YHHHnssD3qsrr/QQgvlKTPt0vT/Ukstldv+3XffnQceNs22CnyzAszbyX+yiB39+/XXX88uEKbi8BgLpf685JJL5kGcQR3egvWll16ahg8fnjmDywJLvrRsgaSObIFkc/CXX345W5ZwCu7DKTjGtLPv3Di4dOA9vCLve++9N19nJwXHcZVyEEtWlZ9tttnyoFjbEBcvXXLJJbmMeEx7wpu4dYIJJkjzzjtvmmeeeTI/4qsHHnggtyftTxuLMDAEQoANDKeI1UAEEBOLFyJArERKbdDZTznllGzFYikT/8wzz0zrr79+2mGHHdKdd96ZyQGBvPbaa3l6b5999skmbz4I4hM7iA0xsYaxCHgIefD85Cc/Sd/61rfSN77xjUxyv/vd79LPfvazXI6jjjoqE5IHE98xPhy+s6QJyosIiUgPBgSJ9Iwa5UOsISDTEHzOWOOQ5mmnnZaFFjL0UFQ+ZRCXjxjCW2eddXJaiBoGym8KKUIgMBgEPAQ9FLVBfUGf8RD33cDFlKTAR+m3v/1tHgyZnmctMxWmXQrarIftMsss01QBlgvThv/gTXDhLv3dlBx+euONN7LVy8APd6gvfEhQcUEgxs4999zEDUEaBpWbbrpprqfbb789W8u4QOChESNG5EGqQSOuwlPq1TUsWPIcNmxYHpC61rQizjzuuOPSdNNNl6addto8kMVDLHHSVBYcxOqvPMpLHBL0uJBow3W77rpr5tCTTjopD5aJQffnuggDQyCmIAeGU8RqIAKsUfy9iJNDDjkkE0Bt8kZvOjUr03777ZcOPfTQNM0006TLLrssj8CMvPizmMJceuml8zEjMH4HCIlfmWlCcYwKkV8RZkzshA2L2f7775+nBY02H3300Xzc6M+mx3vttVe2BngA8fViCUOUCNVmwh5WSIq1wP1cdNFFmejcj+lOotKDzoiRmJK/T9cgXWXg+4bEpF384kzJIlGWiJ133jkTXC028T0QGBsCHtovvPBCngr72te+li0bBg4eppdffnk+zkrCOmIgceONN+aBhYe16TNWXO2WxYMlN/Y+HBvifZ8v/R2G2267bdp8882zqMIz+vmKK66YsV944YXTZpttlkWUwRwRg9uWW265zBvEE6v8X/7yl8w3rFL4DRfiFnUrLWIbbxbOK+4RBqLi+Y0DiT0DUPyjTOITfkShshBxBqwsZixuV155ZRbj8mD9Iu4IMsLPLABhh0/XXXfdzL99IxJnahEIC1gtGvF9SBAweiMwZphhhkxCRE5tMEJjHTMSN0ozKmMJM6ojXpw3OkduCAW5ICcB0RE0rvEmDtHjgVQb5C9tok76AmJzLfF2xRVX5KmD5557Lg3vmRIoDyACDBEiJCNGTvUbbrhhtmAhNNOTyE985IbQkF59YDlDcB54RpviK6f0fedjxHdM+T04IwQCg0FA+2eN0K+eeuqp3G883LVZ0/YGDNq4tqZ9arPamoGGB+ptt902pg+x6OpLEcYdAX0Y15QXIFjBi2W7YKu/G7QZmOEX04IGdaxa4qqr4lOFozbYYIMszlg6BbMBLFhcK1is6kO5thzHgcQ16xjuYW3DRYI8cZDyKB9xh1+1lVE9/oQEnHsQhzUMb+Ey1jE86lyEgSEQ7D4wnCJWAxEw8ltvvfXG+ICxUtUGBCDozMSTPw8N8QiuI444Igs0n+KwXiEYRDCQQAD5qw+EnIeUBxgLAD+1LbbYIucrrmtYDYxkkZOXBxBj8fsyihSU0Xf34XxfQT6lHAMte19pxfFAoCCgTWmba6+9drY0ewvYFKTpRW2S4PKwNggyiHGMOPBANXAwvaTPOcY3KAYBBdlx+1Qf+nr5K32+r9TUB0FjgKceCTACWb0J0sErRJs6E3wSZo45L+AU9UtYlQFqPtHzD1/iO2njUCLMtfV1XcqOe/nJbrfddvkNcCKMaMO92oq08B7Lnc8IA0MgBNjAcIpYDURApy4+DIUsapM3emehur3H2sR/Aknwx+KL4gHheh3+xZ7RH0dVJCM4ThghMA78CIIf1kAD8VX8F3w3ukNK22+/fU5C+kaaHGJ99yfwo0CYfMmMKlnD+JoRcB56gwmsFsiV9c0053e/+908eh5MGhE3EPDANE219dZbZ5/HCy64IC+LYPrI1KL+4WHL4sLBnkBjkTY17w0+wSBpsO03kB8cAngQ/njs2muvzXUw33zzZe5TRyyQBoP4hRVtIEGa6lI94hCcwvcPL5ZAdF1zzTX5J/9TXKe+8ac//IfPcCtrPfHHQZ8/q/Msqdw8WNyk72UCn5z7pRVhYAiEABsYTm0Ry0iE6ZoPVW1nq6LwRFERK4NJn0AhnuotQ4SNEZaObtR34okn5mlG045EGiFi9GVEztfg9NNPz4TlAWF5B0TgnhEWZ30+YQiNT5VrjPg8cLxxiOCQCgHlNz8KvjLyMSXJr8ubY3y9zjjjjFwevhEeXvIro073bZQ5rMeMz++LpeHCCy/M5UBmHn7yIdBc696Y9ItDtHQIPIJTQGDundUNOV5//fVZdA6UeHMi8a9SBFgK+FeptyLAq8rQAMODcDBBG9KeWa+0PT45xLy3e00lFR8kfjsevNoWS5m+Q7QRYPqE/m3Ao71WfZ+DuT/9zX3guDJ9N5jrBxPXQKo3F4L+0oAjPmAhwnEwNZjUr50zPaf/qxt1xQppgOfFIlO/22yzTbZ8ETmEMguT9IhpaRmA4rgyzUdsEWfS0yYF372ZrfymoLUFnMJ1o1wnru/yYK3nO+tPmQgr7QWHagteDrIsBW7DSfJUblyp/Sg/J32DZPy+1lpr5XOlPP3h1e3nQoB1UAvwcPD2jKUMqiZNgoavwWCnzr7//e9nk7cRWm0glAgwREWYEEGICokQTjo6MzyRRHAhIaZ1Vi6juUIozhNDhKhjznNM9SDz20OFICP45OM3giTAkAhTvXwJJg8ozvHu1TUnnHBCTq+23HCW7gorrJDLL19ESXSZEnCeIyurmWMI7sADD8xJIGgPkR/96Ef5vpxH0oQmElM+hBuhNRDQ1p9//vn04x//ONdj1aUqYm+g+Wj7Bgg//elP88Nf+/Mg33vvvbNo0eY9dL38wsGaSGB90Uc8VA3gSnv2UNcfq+aRgd5biacvetDjEf2jymAqjWgZTIA3FwWDTFymzRgw4gRY6/PWBFT2MujjCK8+1AGewwE4gSVJnZQ3G/Hg9773vexsX/jToM7LOixV0hekzSney0t8ZpXJtXhSWixZeIhDPfGt3RBazvlO7BF9+JWY86dcnPOJX+VzTH7iG/B6WUDdOObeHXd/EfpHIARY//i01VmdlQOnN/WqJk7EMljxBUwPAdfpoLXBQ0CndlzZdXKdHsEI5bjvyAwBSUfc0tHLPUsLmfjtDxEKviMIhFTOld/OE14cSfnAMNnzOzMqJK4QFqHmuvrgWClvKUsprzKWeyt5staV78jSqLEWE+XzoCxx6vOL381DgChiVVA3VQdtQp8eTCDoDRZq207pR+WYNm8wU/pPOc7qZWpJ+2Nx9tmKgeWdZarqOoCPv8EEQgfHCaV8LFDlN57AMQVzx3GVOilxfBYOK8dKWviwCDfnCheWeOUTr9TWu+PFsonLDPacVxbCr/CxfAwoDfxq24f7YvFyXSm7T3FwVZnRKMdKOXxG6BuBEGB9Y9OWZ8aFNIbyRktHr8+zt+O9HXNdIYD6NGp/I6ASxK8Ntecc9xtuXs23dERZ4BUpsgQgLmnUX1ebZsmjPk5vZe0tTm1apUz1x+J3ayAwWFE0VKXurw3Wl6HErT2uXVoPzEPZW8f17bQ2brO/t3Id1GNb/7s3XOvjwHeg8Xq71rHejhOA3CkOPvjgMeKrPp++ru0tvXKsfCp37Xe/I/SNQAiwvrFpuzNGId5u4nhe36kafTNM3hx7rVnTCQFpGPnxx2JBEByDYxBKJ9Tw+N+DdsAKagcEVsyqA+fr448/Pk8ZVZ2X9Fk53J9BR6u2e4MyPkr2WWT9qTKYvsNv1sDqlAA/ViyWNN+D25pbsyHAmot/Q3NHmsjTfHzV5MSnyjpXOjDrUScE9+IPMUUIBHpDwLRceSGj6oeXN+OGchrQ/eAQf60ciAe+m2Xaq6qy8ufkGN9JITiutWozBFhr1cd4l4Z4QKBGs1UG6YdQqRLhSLsVESgiRfuvWoDpx1Xn0YoY91amwjcGe5zjh4rjWl2M9oZVHGsfBGKo3z51FSUNBAKBQKArEYjBXldWe8ffdLVmko6HL26wWQhwwvUafVmEVTlYC7zRU7X1r1n3HPkGAv0hwDqkX3APqHVSJ170i3a15hQrYPnsD4NOOqcOvZlau7I8DDjSczHpNjw6qW7LvYQAK0jEZ1shYI2aUaNG5RXnS8HLSwjWL4oQCHQbAgSYN3hPPfXUvA5euX9LtliIcyheHCh5xuf4I2CBVKvRW4uw+NniOOsgehGBqI7Q3gjEFGR711/Xlt5ifzfeeGNes8tr89bwsp6WNWkiBALdiICHtDWybD/z+OOP57Xyytp2Va8a3414V33POM52QnbFYPFSl95SLeslVp1/pF89AmEBqx7jyKEiBJjoLShpVeyykCGi+vjjj9OTTz6Zj3kgWXhwpp7FEG274Q0q1jPTMbYb8qq5rVqsgO9a8SzcatrGdhziGmla+HGuueb6j5XwK7q1SDYQGC8ELKdiRXYLepqq0p5Zx7R1D3ArmltY03SWHS0MXPQVK+mzmOkPdoJghSHeDHIs3GlKTN9yHcEnbf0iBN54VVevF8MXx+E2C0J781PAXXjJNkW+i+fPG/AW4bYivd8+CTbf7eCgfsVX7+pTHVrqxILT6t9K+fjP+fC567VKGn4wBFjDIY0EhxIBK5PbR41pnriy5c+LPXvo2W7FMd9toWEvs5EjR+aHi9fLPWjOOeecvKekrU2sRk2MEWvWGHKNfSDvuOOOTFQeWCeffHJaeeWVh/L2Iq9AYNAIeOASVfZ7NEAhqIYNG5ansmyLY4BBYNn+xppQ9lXV7m27Y1+/NddcM+/DasV/D3+DD33Lll4Ena109AfiQD/SL2J6c9DVNOALiC2bXBO/6oO4xmsHHHBA3kxdfRNN6vass85Kf/zjH7N/rAWk99hjj7xzg+3piGR+s0TzNj17ThJ09nfEg/iPPy3u22yzzUKADbh2xi9iCLDxwy+ubjICHiTHHntsdry3kr09HI387CHpjxBDWMiHwBKQD3P+vffemwkL6WywwQZ5ZL/XXnuls88+OwswUwBGiGussUYWXqY4IwQCrY4AYTR69OjcLwgr1hM+YB6+Bh/Ekv0HrXb/2GOP5Ye4vVUNUFhAbGLvb6eddsp7khrg/OQnP8nb09g7kIWZANtwww3z5t3F+tzquLRr+fCYPX6JaXWmXoglFisWStxlbToDTnVDMNtL1p6ONo43Je27mQJ8dtRRR6Xf/OY3WZTjOBYwVkybbht4hvVr6FpKCLChwzpyqgAB+66dd955mZxMIVrNvgTWqh133DFbsEynCB4+RJa4P/vZz/IbRqYiWQiMDI30jSBLMO1iFDnPPPPk8+V4fHYPAiwJiy22WBbwxLwHXSsH00zLL7983ozZdKPBh7YtmGpi4TIIYTkh1BwjvtZdd928AfTll1+e47pngw4PdZavN998M2+0LP355psvT3ESbH5HqA4B+zIeccQReas004bqk4+fwOLPaskSibfUBTFFpOEy1k0DzznmmCMR2Sxd0jNVSUQLrGfENKGOP0OAZViG5F8IsCGBOTKpCgFkYXNaxFIfkAmhVfuA8J1Pl+t8Zy1g2hdYCHyfeOKJxyQlDsKLpS3GQNJVX9Q768IJJ5yQLavaTtlwvZWBUE7C0Z9gGksgxPQLD3KWYkFfEL/0lfIALstZmObXN1xX+pJP8aUToVoEYI3fDAaF2qV34F/q07lSd+pT2y31hdcsZ8HipV5Lfbumti5LfMcjVI9ACLDqMY4cKkSgbIlkyxaEw+l0IMGDaM4558yj/6uvvjo/TB588MFsAWCqjxAIQEA7IchZiUoo1qTyu9U+WbZMK9133315KyMWO35fAwmmLO2F6iF/xRVX5GkuU5Cmu1i9hnJrpIGUtxviEE3F4oXjWKxqRVhfGIjLQmnqUh2aLTAlaTbA7IB0IjQXgRBgzcU/ch9HBDwEjdZef/31tPXWW+cHJV8UlgpE41zt6Lz8RkqC65dccsm8sTKfLw8bJnu+MptsskmOYzTpL0aFGY6u/FfEVvlsdRCU058HrrfkfDd9fvDBB+d27Hexkviubftd+gqhyc+LH9Gll16afvvb3+Y35kxpmaIq01b6UUmn1TFp1/KpH/WC4w466KD83VTwdtttl6cTna+tz1qu8p2FEseJf+aZZ2bXC9cTX96QZcmVvriFF9sVq3Ytdwiwdq25Li83k7y3FI0OS0AkCAaZeHvRaN4xwWvXHI6RUiEb/jH8J7wNxkTvuNEiiwErwmGHHZbN9e0w5VQwiM/uRUBbZ9XV9mstJNq8/sKCteKKK+Y36bR1bdyAg/O18+Vhrq/svffeuW9Ix/UsX6atWE2uuuqq3FdcM1RB2UooU6fld6d+mj4mvLzBXYI6VhemHS+77LIv1APL5SmnnJKjlrqRRqlj08jqncguFl3+rTjQ4LXwYskrPqtHIARY9RhHDhUgYOTOYtVXqJ9yMdLzOn4JhdCJNH/1wXkCLUIg0E4IEEv1bb+2/OXB65g2bnq11ufRMQ/52od07fXSH+qpq1Imn0RjtwgwHGdA6a+3YAmR2oDjageLBTc+rP56C4RXvMXaGzJDcywE2NDgHLk0GAHkMr6hEWmMbxni+kCgUQg0qj03Kp1G3Zd0iiW7kWm2elqDrYfe4vd2rNXvu5vKF1sRdVNtx70GAoFAINCGCISQaMNKiyKPFYEQYGOFKCIEAoFAIBAIBAKBQCDQWARCgDUWz0gtEAgEAoFAIBAIBAKBsSIQPmBjhSgiDAQBKyvvs88+X3DoHch1EaexCFhY9oknnsgLZzY25UitmQhwPr/55pvzdjLNLMf45O2NZWvttWOAv/WzLMfB2T1C8xDAcc8++2zzCtDAnEOANRDMbk7KnozWDQpfjea3AgTlL0LnIEAA2Bz7mWeeaeubauc3GO3JeP7557c1/p1SeP2hE0IIsE6oxRa5h3Ym1xaBMIoRCPSJgIdO7fpefUaME5UgEPhXAmtXJxoCrKurf9xvnqXLIn82fu2U0ci4o9G6V1oTqq81gFq31FEyCFhsc1jPJvGffPJJRwJiA+lW3mVC2ay1heMitCYC1rCrXfusNUvZd6lCgPWNTZzpBwELMtriYsstt+wnVpxqNgKEspX9I7QfArPMMks6/fTTO3bhUSuv97YIcqvUlNXkrRTP7ytCayKA3zyL2jWEAGvXmmtyuTX8/lZYbnLxIvtAoO0RYIGpXaW+7W+ozW7A4q997ZTRZrcSxW1RBGIZihatmChWIBAIBAKBQCAQCHQuAiHAOrdu484CgUAgEOg4BLzhGy8jdFy1duUNhQDrymqPmw4EAoFAoD0Q4O5gOrbsB+lt61hmpT3qLkrZPwIhwPrHJ84GAoFAIBAINBEBAqyIryYWI7IOBBqOQDjhNxzS7knwr3/9a3rhhReSFa4jNAYBDxqv51viI0IgEAg0FwEcZwX8zz77rLkF6bLcie4pppgizTTTTB195yHAOrp6q705xLTtttvmFbqrzal7Urf20ymnnJI22mij7rnpuNNAoEURwHEbb7xxeumll1q0hJ1brPXWWy+NGjWqc2+w585CgHV09VZ7cxZg/fTTT9Nf/vKXajPqotQ///zz9I9//KOL7jhuNRBoXQT4mrGCBccNfR11g9UxBNjQt6uOzXHOOedMM888c8feX1U3RsTedtttVSUf6QYCgUADELBw7LCenQm+/e1vNyC1SKIeATz4hz/8Ib3zzjv1pzr2dwiwjq3aob+xTTbZJO24446xIfcgoGdFfPbZZ9Niiy02iKsiaiAQCAw1AhaeXnPNNdNBBx001Fl3RX7PPfdc2nfffdOtt97aFffrJkOAdU1VV3+jCGqyySYLATYIqE1xxGrngwAsogYCTUKAY/hXv/rVzHFNKkJHZzvRRBMlVsZuCrEMRTfVdtxrIBAIBAKBQCAQCLQEAiHAWqIaohCBQCAQCAQCgUAg0E0IhADrptqOew0EAoFAIBAIBAKBlkAgBFhLVEMUIhAIBAKBQGCgCHh5JUIg0O4IhABr9xqM8gcCgUAg0MEIlK2IfApeXLEfZIRAoN0R6K5XDtq9tqL8g0bASNnfP//5z/zpLRsE7u/LX/5yvLE5aETjgkBg6BHQb2sFmP4b4YsIFF7zafNyfwMJhSOLqK3FeiDXR5xxRyAE2LhjF1eOIwI6usX2rPvy8ccfJ9vvTD/99Omb3/xmspRFIwPh9eCDD6bzzjsvr2hte4s//vGP6YEHHkjnn39+FmGNzC/SCgQCge5FgPj54IMP0tNPP50+/PDDvIm45RVmmGGG9PWvf73SQZ/8rrjiiryYqTUZF1544QFVBAFmy6XTTjstTTDBBGnnnXdOU0899YCujUjjh0AIsPHDL64eJAIE0aOPPpo7uwVIp5lmmvTRRx/lVNZdd9202WabpQknnHCQqfYeHbF88sknWXzdcsstaZtttsnrzBBkV111VbaI9X5lHA0EAoFAYPAIEGBPPvlkOuqoo9J7772XB5YE2eSTT57+3//7f2m55ZZLX/rSlwaf8ACukLcBLT61pdlggu3P3n///TxTIJ0IQ4NACLChwTly+T8EWL5+/OMfpxdeeCEdc8wxaa655kqvv/56Ovroo9Phhx+eJp100rTaaqvl0eMUU0yRjB5NPbz77ruZHKaaaqpsWiesjPhYzKaccsocB+m8/fbbeaHEv//971lsGdkhRHFWXXXV/KkohWSK+d1eb4jLtCSyZIa3B5xjFpeVj60y/FZG5bJXmfuZZJJJ8rGo5EAgEOhuBPAJnnj11VfTt771rbT33nune++9Nx122GF5wWV8N+2006a//e1vmb9wG57DO0QQfvnv//7vzD9+45ayD6WZAgJLXMfNJPhN0FnM2bG11147fec738mzCcqCBwlA05F4SxqCNF2L11xn9mH33XfP+SqPaw2WxVFW8VyPF/Es7lUO6eLiskCtskcYOAIhwAaOVcRsAALEEGvUnnvumVZeeeXciXX+ddZZJ++HePvtt+dcTj/99LTRRhulLbfcMnd68RHAfvvtl8mNufyll17KJvMNN9wwsZ796U9/SnvttVdadtll02OPPZbF3f3335+eeOKJLNCkgQhLQDKEmH0YR40ald56661MJIsuumg2w993331JOVjlbEFy/fXX53jf+9730uabb57uvPPOLCK32GKL/LukG5+BQCAQCLDkzzTTTFmwGNQZHBJYxM9ZZ52VHn/88SyellxyyWTK0IDujDPOyOcJHQH32JrHIFV6eM2A0CDVsXvuuSfPIuCjeeedN91www053a233jofv+CCC9Jdd92VedY1eJI4lD++/MY3vpHznnHGGdPJJ5+chdyBBx6Y87722mvT5Zdfnsuj/Kusskq+nqXs+OOPz1xJpJluNZOx7bbbpsUXXzzzdU4g/o0VgZCrY4UoIjQSAQRitGR0aPRkBGjU5LdRFosSKxehdskll2TCeuihh9KNN96YR2T8xrbbbrv0/PPPpxVXXDGnwaLmvJGe0eYpp5ySXnvttUx8CIfvBaIZOXJkTrvcD/FFoO2///7pjTfeSOuvv36Od+qpp6Zjjz02Rxs9enRCRMpFcN1xxx3puuuuy2R68803Z1+y8JcoiMZnIBAIFARYsExDGiiyEhURhlvw1TzzzJOtYUTXr3/96xyXKLvwwguzaCLIXPfUU09llwnCZ5FFFkk46Ygjjkgvv/xy3hicwDrzzDMz37344otZgIl79913p4suuihNN910afjw4VkY4blzzjknGeguuOCC+XpWLvk8/PDDOW08evHFF2cOJPpWX331bJ2TJ0HG+kX4XXbZZfm4zclx49lnn515tNx/fI4dgbCAjR2jiNFABIyYiK4ywpO030WMEUVGjUsvvXQivJAPUeX4Eksskf3HjLhYqRAQczhxJN5CCy2UTeeIzZQmUz8TPDJhLmdlQ4ol+M4fzMh0t912SxtssEFOwzHktdZaa2UfDuRC+HHeN5VJHD7yyCO5LLPMMkuae+65S5LxGQgEAoFAnh4kaLhVsDQRQWussUYeUBr0mdbjVkH4+MMtOE3Af6YuWcbwngHqzDPPnLbaaqtsBWPRd80OO+yQefMPf/hD5kLHxGfZF/AqjpOPaUbWKVOVjnOvYInDqYsttljmQNf5I8BwL85k1SLUlF8+BKLymf70ya9WcK/4WBkiDByBsIANHKuI2QAEmKqRj05eiAJpMIsTU1/72tfyVOOIESNynJtuuikLMFYxBOJa13lbhx8WnwpEhLyIOIG1a84558ykgbwQjlDvnyBfROQ6fg9EoRGftBEX0pp//vlz2YgweXuL0iiS9euVV17JQtG1EQKBQCAQKAjgHHzCOs7ybsqPJUnAc2YB8AsRY5qRfyreEQzy5phjjmRaUDyB75bvuIrPV/HJIpKcM7AtvmL5gp5/XDGINsLogAMOSMcdd1wWTmYQlOXqq69O++yzT55pwIMl4D5cJ23TnfJTNr+VvfC238okf/daK/5KWvHZPwJhAesfnzjbYASMpkwJXnPNNdlZlJWK+OKroCN7S4iv11JLLZWnJVmvjOBYp2adddZMaIQUgbXjjjtmUiCIpPnMM8/k0taKrv6Kj8xMCyAcIztiiyVNel7hJgaH95juR/X4h/3mN7/JFjVWNGZ4r3sjIucLSfaXV5wLBAKB7kEAB80333zZZxXH+M1qRMiwQhFZG2+8cR4smi7EIbUCioArA8eBoNab+HE939Vlllkm/fSnP83ThqZDicKddtopW74cZ+0fNmzYmGzwMHFoatJsg0EpCx3rluWCilAcc0F8GWcEQoCNM3SteaFObpQyFKF2NDTQ/JjSrTPDD2HffffNHZ8lyVuR22+/fXb0NJpixWLV4hshsDwhFGZ5b/nww0IQRmGIgckeyZXRWCmPa4zg/Anlt+scI/SMNq0J5o1JvmUEINO70Z9z/NNMI4hrxDq8R3QRZAQbQSnNCIFAIDA0CBAbuIePVNVBPvIbTMBDuAXHGOThsxJmm2227Lt66aWXpiOPPDI7r3tr0tuL3BlcIz9pCLjF9dJzrKRt0Fh4p+TlXLGQOWdaUD6OecGIr5Y4fLcIK/cmbbMIuE7efrPoD+/hOFOdv/jFL/IbkngR33lxiliUp7jSU16/S3nzl/g3IAT+3TIGFD0itTICCIlZ2ShHp6s68J3SsQcTjKYIreWXXz5bm4gowgY5EDpl2Qmd27o5LF2u4asgsIJxWuWjwHJGLCEQ15rW9JajtMr9IxMmd78RDMJg8penPMRFMl4OcC8rrbRSTm/22WfP13hDU5oIiFXM6HGXXXZJCyywQCZMlrcIgUAgMHQIWD+QeMELVQcch1cGGvALTvHGNbeJ2jISRSxIe+yxR+Y/nIKDCC8DPaH4VPG5EljLWP9NETqGw7wZjutZ1gy4R/ZMcRJTuIqfGW5SBqKIOHrzzTfzFCcBha9wGD9XaeJG8VnzldkAluXfFKU0iDAC0RvpuFj5cba4LGHSci03EMGMRoSBI/BfPeD9x66mDy87z5gUFrrziTHf40vrIcBszSKkQ5VQRkbld5Wftc3H2z3IZSD5u678KZ9rkFdtQB4lfedKuuW62nPlOteIVx/X+ZJ+ub78dq4cK9f6LOnXnyu/S5olL78HG5TX1ClyExCsN5q8Vh4hEAgEUhYKloMxEDJdJ4xPnxsspoUHTMtxeyD++golbi0P1Ze18EeJW89D0naNP3GkVX+s/PZZ0pNOSbPkWc6V9PpKUzq1ZfZb6O/6kmaJ57P2mN+DCaY5vQzlDVGB6PNGaLuEcdFNYQFrl9odRDlLJxzEJUMedSAdtZaYagvY37XF8lXii1sfBnusPn797/r043cgEAg0DgH9jTWntt+1KseVMtbzUC0a4pR4tcd9rz/ud31avcUp6fR3rjZOfZrO9XasPj3xBlIm8SKMHYEQYGPHqG1isJ5YJ4Y1pbfO1OgbscaNtwEHY6JvdBkivUAgEOhsBIoIKJ/8Q72sY3qu6oDjLMAcyytUjXR3ph8CrIPqnXOkhUf5ERSnyCpvz7ow1sQKAVYlypF2IBAI1CLA3/Oggw7K/ki1x6v4juMeeOCBEGBVgBtpphBgHdYICC9CjDNl1UE+ZVRadV6RfiAQCAQCEOCagHuGYjkEPNqXK0TURiAwvgh80et5fFOL6wOBQCAQCAQCgUAgEAgExopAWMDGClFrRzA64/PlDRZv6XgNOEZsrV1nUbpAIBAIBAKBQCAEWJu3ASZym6SWhfmsDTMUDvjNhs1bUNaxebFn81n7PZZgCta6OrXr75Rz8RkIBAKBQDshgOOs6+izBFOvtinyGS4gBZX2/AwB1p71NqbUrF1l0b4xB7vkCwdZe51ZC82G2MjIFh+HHHJIXrG+S2CI2wwEAoEORcDaWBY5/eijj7Lo8qa7Aab1suwqEqG9EQgB1t7119UjIFY/r4d7Lf3EE0/MNWllaYLU6s3+rIQvTnlhwCrOXl83omQ9tPI+a5o4/kzjOiZYZdobnja+ZVVkabPyfkzxZnjiXyAQCFSMAA6y6r1dOHbfffe8ZRDeslq9DbP9sYThJuJMEB9n+RQX9wn4DSeaHSg7juBQA1i8idesqI/jumEWJYPS5H8hwJpcAZH9+COAZGyRISASwQrKJ510Utpkk03yfpJW6LdthtX6bTPk1fIVVlgh/ehHP0pnn312Ovfcc7MoI9hY1WzvYY9KpGeLjxd7pjoR0+GHH56G1WxcmzOLf4FAIBAIVIQAyz6RZRshLiY4jlCy7Zy9cokx05SrrbZaFle33nprHoSyntl2bcUVV0yXX3553gPynXfeySLOFkSWLMJxdhjgumHbJQPQY445JqxrFdVlfbIhwOoRid9th4CtfHbddddsDbTHpI27mezttUZwsZAhLVYvez5au4z53gjxoosuytYze58ZZdqodp999snXzNSz8TaCuummm7IIs+VT+Fy0XfOIAgcCbY0AK9Vdd92V9t1332y9x0MWomXNt+E2a5W10Xy+++676Y477siWL24ZLGMXXHBB3u/WPrf2lSTQjjvuuGwlw3HEm825Z5hhhjyQbdVdBtq6EvsofAiwPoCJw+2DAHO6N0GJo2mmmeYLBd94443T1ltvnUeEt912Wx7pEWg2BEdYBBoT/Q9+8INMQISafTWvvfbatNNOO+U0iTWEJQ9WtAiBQCDQPAQIhG4SCXiNZd7m2NwncFxxg2CVX2edddKmm26a45x//vnZikVoseSbomThwlusYYsvvni2pBlkGrhy15DWfPPNl/bbb78011xz/QeHNq+mOz/nEGCdX8cdf4csXLvssku+T2Tyz3/+c8w9L7jggtlBH2E7x9RuChKZ8YdgKSO6mPEJMiZ48fhLlMD0L52pppqqHIrPQCAQGEIEai3P/KJq+/gQFqMpWeGneeedN5k2NAWJn8pbkaYm55hjjsxpMPLnGOsXnnvuuecyx/EJw23cNYg2wQyA4BpCbJ555smW/3ww/g0JArEQ65DAHJlUjUAZFSPn2tExsqolb+UoROWcESUi4uOF1Ew5IncjwRLEE8p15Xh8BgKBQPUI6HcGTrX9uLaPV1+C5ufgfq31WPtZW6pabMpxvAU3woujPR8vLxW9/PLL+TirGHEnFJ4MjivoDc1nWMCGBufIpQIEkIfR3quvvpp++MMf5hwmm2yytMUWW+Q3gkxNFoJxssQvZO78RhttlEeJnO1nnXXW9MQTT6Qll1wyjexxwv/www9z+kaPvRFcBbcUSQYCgUAfCHRjH2SV93bjo48+mg499NDsLsHiz2cVj+G/Wo5j4XLMOcHC3LjMy0PcLfw22MRxnPMNNsUvb4n3AX0crgiBEGAVARvJVo+AtxM5ptZOF7JoEUwI5sADD0wLLLBALgjyZpbn52A6EbEZ9XHa519BeHFY9SaRa0w3IjZ+YAgqFnatvj4jh0AgEPgiAsW94v333x9zguUKzy2yyCJ5ShFfFRG27LLLZneKwnuEFed7fmPeimTlHzFiROZAabOI8Yc1GC1Tk2Myii+VIxACrHKII4OqEDCaY+2qD8QVny6Cq0wfiuONH6Kt1tyOoBZddNH8BqQ4hFq5hjWNM6tQjuUf8S8QCAQCgSFAAI95kag2FI7it1VePirWQcKLQ33hK8cNIBdbbLHMc6Ywy/XSlL7lKIRyTf4R/4YEgRBgQwJzZNJoBArhlJFfffq1JOOc3/XH+jte0iPmIgQCgUAg0AwEcFZ/HFdfpv44rj5u+R0cV5AY+s9wwh96zCPHQCAQCAQCgUAgEOhyBEKAdXkDiNsPBAKBQCAQCAQCgaFHIKYghx7zjs+x214R7/gKjRsMBAKBMQgEv42BIr6MJwIhwMYTwLj83wi8/vrrafTo0dnX6t9H41t/CCBzr4VHCAQCgdZGwBqD9lL0xnSExiNgS6TaN9obn0PrpRgCrPXqpG1LdN5556XrrruubcvfrIJb/iJCIBAItDYCtvW54oor0r333tvaBW3T0tlg/I033mjT0o9bsUOAjRtucVUvCLz11lvJX4RAIBAIBDoNASvRv/fee/mv0+4t7qc5CIQTfnNw75hcvfYcoXEIwDMwbRyekVIgML4IRH8cXwTj+r4QCAtYX8jE8bEiYEXmHXbYIe8xNtbIEWFACFiTx6a4EQKBQOBfCBBA1sIqQoglij/WUAQryO+88855W7KhyC/y+DcCFtLu9BACrNNruML7Q0477rjjFza/rjC7rkm6PGi65objRgOBfhDQHwxMSr8gwPwNRcBxu+2221BkFXnUIVDqu+5wR/0MAdZR1Tm0N1M6SPkc2twjt0AgEAgEqkUAtwW/VYtxN6cePmDdXPtx74FAIBAIBAKBQCDQFATCAtYU2CPTQCAQCAQCgVZGwBp9sehq82qoG6yPIcCa174i50AgEAgEAoEWReAf//hHXiT5lVdeadESdm6xJp544jTHHHMkn50cQoB1cu3GvQUCgUAgEAiMEwIffvhhOvnkk9Mpp5wyTtfHReOOwPzzz5/OOuustOCCC457Im1wZfiAtUElRREDgUAgEAgEAoFAoLMQCAtYZ9Vn3E0gEAgEAoFARQhYjyxCNQgM5fIi1dzB4FON1jR4zOKKQCAQCAQCgS5DwMKgP//5z9MEE0zQZXde/e3+9a9/zftsHn/88dVn1kI5hABrocqIogQCgUAgEAi0HgLeyJtooonSQgstlCaccMLWK2Cbl+iTTz5JDz/8cJvfxeCLHz5gg8csrggEAoFAIBAIBAKBQGC8EAgBNl7wxcWBQCAQCAQCQ4mAtbmGaiuiobyvyKv7EAgB1n11HnccCAQCgUDbIGD6j/P7yj4xNwAADUxJREFUf//3vx5XxNdQbcbdNiBFQdsSgRBgbVltUehAIBAIBAKBQCAQaGcEQoC1c+1F2QOBQCAQCAQCgUCgLRGItyDbstqi0IFAIBAIBAKthMDY9o00dfr3v/89F/l///d/x0ypNuIexpa3adwIrYdACLDWq5MoUSAQCAQCgUCbIcAv7bXXXst/tYuK8l376le/mpevuPHGG5M9Jrfaaqs05ZRTNuQOy0sJH3/8cXrjjTeSLZQIrmmmmSZNO+20idjrLxTxpsy+/8///E++vr9r4lxjEAgB1hgcI5VAIBAIBAKBLkaAsLrhhhvSqFGjknWtLC76pS99KS/c+s1vfjOtv/766fe//30WYJtttllDkCri66WXXkqnnnpqeuihhxIhJnz9619Pa621VhoxYkSaaqqp+s3v/fffT5dffnku80YbbZTFW78XxMmGIBACrCEwRiKBQCAQCAQC3YwAK9cWW2yR1l133XTzzTenXXfdNa288srpkEMOSVNPPXUWY6uvvnqGaOKJJ85vcrI6sZCxntVan2qtUc6zaDn/z3/+My/B4XexVLG6WUH+0ksvTVtuuWXaZptt0kcffZSOPvrodOyxx+Y3SB0vaZb0/C75E2BXXXVVeuedd9Jyyy2XrXMl/W6u06rvPQRY1QhH+oFAIBAIBAIdjwBRRIT5tF2Rz6985SuJ2PL31ltvpV/+8pfZyrTffvulBx98MN10001pttlmS3/6058SEbTwwgunGWecMd15553pgw8+yGJojTXWyOk9/fTT6bLLLksvvPBCmnzyydOyyy6b/x599NF0++23pyWXXDILsFlnnTVjvckmm6TRo0ena665Jq255pr58/nnn0+bbrppnpr87W9/m8+vuuqqSRqPPfZYLhvByEJHLI5t+rLjK7XiGwwBVjHAkXwgEAgEAoFAIPDpp5/mKUjTkz/4wQ8SMXTJJZekWWaZJc0777zpueeey5azRRZZJM0wwwzpySefzMJouummS1NMMUW2Zr388stp8cUXT88++2w6/PDD0z777JN9vqRpmpPPF+HHWuY62ye9/fbb6c0330xPPPFEeuCBB9IKK6yQBZzft912W1psscVyfpNNNlm2xs0zzzzpG9/4RrawRa1Vi0AsQ1EtvpF6IBAIBAKBQCDQKwJ8xEz57b333mn55ZfPAojA2nfffRPLF6sZYca366677sppmEJ0HTHmOF8zU5isbaYNSxDHAraCqcbySZzVBiJtiSWWSMOGDcsCjq8aUfblL3+5Nlp8rwCBsIBVAGokGQgEAoFAIFANAgREvYioJqfqUyWYTE+asiR4iCgO85NMMkn+++yzz/JUpKlAQouzfbl3VjPTjSxexBYLm2UupCeOKcy//e1v2dpFZNWGsWFY8pB2hOoQCAFWHbaRciAQCAQCgUADEKgVAsRBseg0IOm2SIJAM0W42mqrpf333z/7Zr333nt5aYunnnoqv/H4+OOP5ylLvmB/+ctfsh8ZAbf00kunSSedNFvHPv/88+ygz7LGeZ9TfwkwZkkj4rzRSdRFqBaBEGDV4hupBwKBQCAQCIwHAoSBqbQiwogvQoJIqDIQJwTJuATThMpcOyWo/H6XY+W+xBUcr73GccdYv+aff/60wAILpFtuuSX7dBFkwsiRIxOfLdOGp512WjryyCPTsJ6pRNayF198Ma200kppvfXWy2nMMccc6frrr0+nnHJK9il75plnssiSh/Rmnnnm7Ih/wgknpI033jituOKK+aWCnFH8qwSBEGCVwBqJBgKBQCAQCDQCgSK8SlosP94e/POf/1wOVfJpKYdxyYOIImaIGNOE5U3CCSecMAsiFiZvS84+++xp7bXXToSRqUcCS57eipTGt7/97bThhhumhRZaKM0333xZXF155ZWJcGLR8haka0wvbrfddmnRRRfNTvyEF2d81w4fPjxPQcJQXj454hfR5v443FsUduutt85WNuuImQItwrAScCPRjMB/9Zhzv+iR13P44WXnGQPPQnc+MeZ7fAkEAoFAIBAIBIYSARYvyy/sscceedpM3sRBvTCrokzy9oiUF8d063sRUhEai4C3OM8888y055575oRZ/M4666y04IILNjajClMbF90UFrAKKySSDgQCgUAgEGg8Ar3YDRqfSU+KQ5VPJYWPRFsegRBgLV9FUcBAIBAIBAKBgoC3/L71rW/lt/3KsSo++ZiZzuOsHiEQqAKBEGBVoBppBgKBQCAQCFSCgKUXjjnmmOyYXkkG/5eobXl+9rOfpTPOOKPKbCLtLkYgBFgXV37ceiAQCAQC7YYAB3VO4rbjqTKwgHGOjxAIVIVArIRfFbKRbiAQCAQCgUAgEAgEAn0gEAKsD2DicCAQCAQCgUAgEAgEAlUhEFOQVSEb6QYCgUAgEAgEAmNBwLpgnP2tASZY8sIq9Dbp9sLBUCy3MZYixumKEAgBVhGwkWwgEAgEAoFAYxCw7hffr/LXSaLEtkBHH310Gj16dN5SiN/ZFFNMkXbeeec099xzNwbASKUlEQgB1pLVEoUKBAKBQCAQKAjMOOOMaYMNNkgffvhh+uY3v5lXbi/n2v3TtkpEmJcKvv/97+eV6QnNYT1bCtkOycsABKhFYcsCtLZIsoWQzyJKnRfXMQLV5t7iWMtMHmVBWZ/OuS5CcxGIGmgu/pF7IBAIBAKBQD8IEBO23LF9juB3p20UTVjZsmj66adPw3qEl/vz9/DDD6dRo0alqaeeOr3xxht5/bOpppoqPfjgg4kofeGFF9Iqq6ySlllmmXT//fenW2+9Nb3yyis5rZVXXjn5I+KsKm9ZDaLLRt277LLLGDz7gT5OVYxACLCKAY7kA4FAIBAIBMYdAYKrWHnGPZXWvpLV6vnnn0+nnnpqtu7ZQ3KFFVbIosm+lzbXnm666fI5e2FefvnlWaDZc9J2PXfffXc6+OCDcxxbJj355JPpqKOOypYvvx977LEszoi3ueaaK9n6J0LzEQgB1vw6iBIEAoFAIBAIdDECRCYLGEvX1772tewDVqYIWcKIsW233Tb7iBFfNvP+7ne/m7bccss8nXjuueemTz/9NG8A7jjBtc8++2RLmc2+BWkfcMABeXNvlrYIzUcgBFjz6yBKEAgEAoFAINDFCJiCZM3abLPNkpX+CTJThwKxZeslli6+W/4cMyXrmKnJjz/+OB/jvD/RRBNlS9kEE0yQPvvss+wXJh3CbqGFFkpFkDkWobkIhABrLv6ReyAQCAQCgUAgkJ3nLUnBklWmXQssfvsrgWATHGMh48BvmtK+lW+//Xb2DbOshSlHQqw479enU9KLz+YgEAKsObhHroFAIBAIBAKBwBhx9Nxzz6Vf/OIXabLJJkuTTjppGjFixBghVgQXuLzZSHSVKUrxOeLfdddd6cILL0wPPPBAevnll9MMM8yQj0tLXNfUiriAvvkIhABrfh1ECQKBQCAQCAS6FAECap111knPPvtsFldEkmlGgsl05Oabb57XA3OM+DKNyGm/rBEm3iKLLJKOOOKI9Mgjj6QPPvggceJfcskls8O9acg111wzO95POeWUXYpya952CLDWrJcoVSAQCAQCgUAXIMBva4sttsjrdNXeLrElFJ+wYgUjrBZffPFsOSvxJ5xwwrwUxVJLLZXTEbfE59y/0UYb5ajlWLkuPpuLQAiw5uIfuQcCgUAgEAh0MQIsXmU6sTcY6kWT+PXHXOd4EW216fR1vDZOfG8OArEZd3Nwj1wDgUAgEAgEAoFAoIsRCAHWxZUftx4IBAKBQCAQCAQCzUEgBFhzcI9cA4FAIBAIBAKBQKCLEQgfsC6u/Lj1QCAQCAQCgYEh4M1Da3TZzDpCYxGAq7c1uy2EAOu2Go/7DQQCgUAgEBgUAkSXja/32muvfh3mB5VoRB6DwOeff56X4RhzoEu+hADrkoqO2wwEAoFAIBAYdwTefffdZM/FCIFAoxAIAdYoJCOdQCAQCAQCgY5CwCKn9l2MMLQIwLy3pTaGthTV5xYCrHqMI4dAIBAIBAKBNkPAFj5bbbVVGj58eJuVvP2LO8kkk6Rhw4a1/42M5Q5CgI0FoDgdCAQCgUAg0H0I2PrHdj9ly5/uQyDuuGoEQoBVjXCkHwgEAoFAINB2CFhBPkIgUCUCsQ5YlehG2oFAIBAIBAKBQCAQCPSCQAiwXkCJQ4FAIBAIBAKBQCAQCFSJwFinIB9edp4q84+0A4FAIBAIBAKBQCAQ6DoEwgLWdVUeNxwIBAKBQCAQCAQCzUYgBFizayDyDwQCgUAgEAgEAoGuQ+C/erZYiI2tuq7a44YDgUAgEAgEAoFAoJkIhAWsmehH3oFAIBAIBAKBQCDQlQiEAOvKao+bDgQCgUAgEAgEAoFmIhACrJnoR96BQCAQCAQCgUAg0JUIhADrymqPmw4EAoFAIBAIBAKBZiIQAqyZ6EfegUAgEAgEAoFAINCVCIQA68pqj5sOBAKBQCAQCAQCgWYiEAKsmehH3oFAIBAIBAKBQCDQlQiEAOvKao+bDgQCgUAgEAgEAoFmIvD/AVQwjiUDqaLvAAAAAElFTkSuQmCC"
    }
   },
   "cell_type": "markdown",
   "id": "3b8d18d2-5896-489c-bc75-85b642dd5105",
   "metadata": {},
   "source": [
    "![Screenshot 2023-03-21 at 8.32.17 PM.png](attachment:e2e4510e-5bae-4754-a454-a95b32308014.png)\n",
    "#### See: [Exception Handling in Python](https://dotnettutorials.net/lesson/exception-handling-in-python/)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ae635db2-441c-4f78-8f8d-61c21ee671fb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# (C) Copyright 2023 by Ronald Mak"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": 5
}
