grid025_check.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Check the CICE grid coordinates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr, numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1°"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.3.0\n"
     ]
    }
   ],
   "source": [
    "om2cice1_grid = xr.open_dataset('/g/data/ik11/inputs/access-om2/input_20201102/cice_1deg/grid.nc')\n",
    "om2mom1_grid = xr.open_dataset('/g/data/ik11/inputs/access-om2/input_20201102/mom_1deg/ocean_hgrid.nc')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Coordinate errors for 1 degree grid\n",
      "TLAT  6.952e-07\n",
      "TLON  2.169e-06\n",
      "ULAT  6.972e-07\n",
      "ULON  2.169e-06\n"
     ]
    }
   ],
   "source": [
    "# Comparison with MOM supergrid\n",
    "print(\"Coordinate errors for 1 degree grid\")\n",
    "diff = np.rad2deg(om2cice1_grid.tlat.values) - om2mom1_grid.y[1::2,1::2]\n",
    "print('TLAT % 10.3e' % abs(diff).max().values)\n",
    "diff = np.rad2deg(om2cice1_grid.tlon.values) - om2mom1_grid.x[1::2,1::2]\n",
    "print('TLON % 10.3e' % abs(diff).max().values)\n",
    "\n",
    "# NE points for U\n",
    "diff = np.rad2deg(om2cice1_grid.ulat.values) - om2mom1_grid.y[2::2,2::2]\n",
    "print('ULAT % 10.3e' % abs(diff).max().values)\n",
    "diff = np.rad2deg(om2cice1_grid.ulon.values) - om2mom1_grid.x[2::2,2::2]\n",
    "print('ULON % 10.3e' % abs(diff).max().values)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '1° grid ULAT error')"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots()\n",
    "diff = np.rad2deg(om2cice1_grid.ulat.values) - om2mom1_grid.y[2::2,2::2]\n",
    "diff.plot()\n",
    "axes.set_title('1° grid ULAT error')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '1° grid TLAT error')"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots()\n",
    "diff = np.rad2deg(om2cice1_grid.tlat.values) - om2mom1_grid.y[1::2,1::2]\n",
    "diff.plot()\n",
    "axes.set_title('1° grid TLAT error')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '1° grid ULON error')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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4/T2XJERLEqJNJtQ0mVEzLAy1IsJRIzICEVERMEfZFrkMi3IKpsq/t2MwVe6KDKaCd80+BVNq/fIYTJkrgqmwcEgRUTDVqgVrdC1YYmJtRRABqdSKcKdgyiKEHDj5FEz5EZ9UVTBlNVAwZReMaSHRMCFC8v9nltl4b1u1xGDKAAId+Nja9K1Rb31wbs+5vONxx+DJBGUQZZaACJOEiPJ0VrRZQq0wE6JrRiAy1hY4/XnmEgDg8oVLCK8ZbWsrKgLmiDCYwss3s1kOqgDIQZYjx9fOvwRdgi9HHo4Jq9Pf8gHKigQsSLNqHBIwQtBVyX3wKfBxpKVfKmVUz2cvZw+i7J+zyWQLnkwVryVTeSAVGQ0pPBLCHAFrRDSsETXl5qLDbOcIK5NQZha4bBUos9qyUhYhIAQUQZX8fflXRXDl9E/ZXbDiHISZVH5Y6I2vtARoJp2BixGDMS1sPzf9v3YzJNvT/KhSMZiqRIEIkvz9T6Tl3O7aVqurFiw57jc5lXUMnhy/RphswVR0eaATYZIQUSMcYVFhMEfYfrFYSy24fKEEQEXwYr5cBrM9kIoIg8lsgik8TJGhMpntv7BM8ldF9soxuDK7DnDIZR0CEo9Bl72sL0GBm1/wwqJ9XkRAAi/noKuyApsAtet3YORLH9yUc3tup6ySXN7x83HKQEkmc0XgVP49AEjhEbbgKiwcwhwBIX+NBMwVP6ZNEIgo/w942QqYLYDFJMEiBCxWqTxDZTsuTIAVrgEWYHsdbnIOlCSXgMNiVQ9inMvZfyaoZb/ccYyfzO7mCrjhT3bMXTBm9CDLJOn7XWICGEwFAYOpANHzjz3QWSRPbXobknNXzvG4yWmfYybK/lotG+WYlQov/yUSFh0Gc4QJ5gjbPCgAsFoELJetMP15WT6nsFhhDQ+DKSIc5su2oEoqLYNkNsFUHjRZVYIoewYLACSrQzBlcc1iifLfNI5Bl2Mmyt0vVU2fnv2XrXNmS7Ws58BBLfDSHWD5GhSq0Vnfr4BJZ6Dk8dwehunkeo6ZJqcyjlkn+bU9mDKb5eBJrmMKgzCFAWazLZAyR9heOw7xCCvMkhlh9hgNtqBKErb/dxZREaTYMlUSrAIQ5QGW2WQLruyBU3j5v17HIMvOIkTFP1vn4MmpnnzpkmtA5swecGmJn9zFTO6Cr0AEWUYPrsiYGEzp4GsA5UvQpCdgcldfS4ClFjQ5H3OeA+Xue9eslG0zh5nkLJQ5wgRzuBnmCDNM5UGMsFghLFZYLlsgqVyIsFhhtlhtgVR4GET5cJ+pPFiyB0qS2WQLhi7bflmazI7ZA2XGyh40SSb1oMp+Xud93si/UD0Nvzn/0nYXcHkINgISYPkbUPlRR/fcIx/LeTyfl6DJ5X3UEDgp9ykDKNvwnkkOoABASLbXwhxWEVRJkupnLkkO2QqTBEDAJCRYrAKSJMkBhS2wgS0zVZ6hkoQESLZ9jj8O7LGJ4yR2e5BhFULxc8Ex+2QyqwdazkGWnXNbahTtuylamUGWloAwmAIyzEeVjsEUERGRQdn/MPW7fuC6Qh4wmPKD1n/YWv+aCMawnbuy7jJRzlkotX3uM1PuhvkqslL2jJNt4rha9knYhvtKLU77rTBF2P7ZSlaTnC2SzCZYTQ7DfOWZKpcsVfk5UZ7JMZnNioyT4nur1SWj4Ut2SjKZIFQyUi7zsNSyVmrZEh8nv9uzVT5lqHyeA6a9rOZslJ8TwL2ew1277obuANf32DFj5W4Yz6FuxTCgU0ZKMimH8Mzm8uxUeVbKZK447jDMJwkrIEy2/4sm2FI0JgmwCkhmW0ZInvoHW0ZGSLaMlIDt/6YiS1XOnoex/zioyFQJl0yTc+bGLEmuc6VMbjI7Vvc/7OxtOv/sUpuH5ZyA8pZ4csxY+TLZ3UgZKjI2BlM+CFQQ5eudc97qag20nMupBU+O9TztswdKFd97njMVXh40mcwSJLMEc7jtl4ztdfm6UQ4dtloEJIsVonyfsAhYUQYgDCgtA2AbzhNmMySrCSaLw5195UGUPPxXHkhJ5WUcAyKLPWDSEFwFgl8BlrsgwDG40jAEGPBlHTQEPQEJoAI1fOcuAHMXPKkFTk5lnIfyFO05HHMMoiCZ5GE9ex17ICUHT15uhZck2zwpSZIgCWELFqwCMFXMj7IHWkIAEmxBlVXYhn0EAEmyz58C4HhMlL+GbUhOCNfhPE9Dee5YhYDzfyXnIM25PKD+883lDkMfgit7YFVVSzz4isN8oaF6LKoUBFoCIE//6CsCDs91nQMY581debWyzuVMgGJTHocig+Q8YVx9H+S78zxtjoGUKcJs++oQWDnfam11+CFnLc9QWS1WCIuAsFphtVhhLS2D9XIZhMVim5xutcpzrYTFait3uQzW0jJYSstgtVhhuWyvU16/tPz7y2UQ1vI6FgusFgsspZeV7Tm1rdhUygBweQ3ApW7FfotiU74hFuWmxmr1OrndlzsGvdIbSMmTsc3qbXk4JplM8ua2PUWQU/FaMptdNtsyBfbNcV5T+RYWrihTsd92Bx7CwiGFh9vaC48Awsq38rpSWDhgDpezTvbME0y2oMoxkBKSySE95CaoErbP2SRJtrlTJgkSbF/NkmQLtKSK12an70324w7//23ly+dimSqOm+B4XILZJJWfV0K4WYLZZCsfbq7Yb3L6uSP//HHaAMj1HTf5I3Uq68jbz1uTVLG5o+UOQr3LMQSC+s923zZfTJ06FTfeeCNiYmKQkJCAu+++G4cOHfJab8OGDcjMzERUVBSuvvpqzJ07188rDk3MTGng6R+jniyU1qE4X8pqmUDuXN9bBsqxvtpQnuuxiqyUSZJcAim15QpMKtkfYRGwr9EszBKssAKlgCnCttcEwIoySOVZJ2FfGsEpU2Vry5ZhsgKAxVox2b08M2U/7piJkkMTh6yVN/ZrcwygHO8UdLxm+/md69r2e1iewX7M21CgSjBTaVmqcl4zUX5koDQtTeBhn8dhO6c6HieSO5ZVy0KpLchpD4bkQMkkTyyXgyiX4w7fOxNWQDJBEgICtiDKJEHOOtnig/LMC0T5/xEJJiFgLf8/KWeqUPFv3DkjZT+z/bjJYUjQKjlMEHfMejgO7TkN56lNYnebiXK4bPt/G0933LmbHC93yyFR58zX4b8rwYYNGzB8+HDceOONKCsrw4QJE9CzZ08cPHgQNWvWVK2Tl5eH22+/HUOGDMGSJUvwzTffYNiwYahfvz769u0b5CuoGgymdNCzKriW8loCKLUy3obvnI+5C6DUgyz14Tzn+s6BlOPimvaMlJ2k8heisFgBh1+CVkv5D3hzRaBiD6jU2I85zqkCnIKqclrTs/IvFod9zksqOC/q6Xh3oHN5x32AH4GVp6AKsAVW/iw34G3eVCDnK7k5pieAUg0U3Qzf2c7lGmypBlCOx90FUY5lnQMjh4yTYlgPUC1jJ9wM+dmmTdnmK0mSBBOEQ0AF2EMmSbIN/UnC9kgWq1QRBEnls6UcAytT+R1/akEV4BB4QT2wch7Oc16rSu2OPufgyjmwUluCwbGc3Lfy/b4GVbZzSaoBVVXf3RfsYb7PPvtM8XrBggVISEjArl27cOutt6rWmTt3Lho2bIiZM2cCAK677jrs3LkTL7/88hUTTHGYj4iIyKAkwGWKhi+b3oHK4uJiAEB8fLzbMlu2bEHPnj0V+2677Tbs3LkTly9fdlOremFmygN/hvf0ZqR8XQsK8Dyc56met4yUsq5r5snxe+fzOGelHOdGSQ6ZKrVHU9jJ2ShAfmas1WKFqXzwAvCenYLDceeJ5bZ2TaoZJ0+0ZrVc7iB0Oq+dp8VCXe4mLM9Gac5QuclOCYsloEN9etZx8tpOkLJRiv3ujmsZ1nPIJKkO7dkqKftqLyOZlJkolayUJKyKMvahPisqslNw3Cdno5SvAadskuQ+Q2WWAMfkjPPwn7U8A+bYZsX7p3yEjVpWyTmj5FzG3cR1fzNUV+KI3tmzZxWvIyMjERkZ6bGOEAJjxozBzTffjIyMDLflCgsLkZiYqNiXmJiIsrIy/PHHH0hOTva/4yGCwZQfKnuuk9Yy7obznOt7C67cB1XKst7mR8n9chNI2Yf43FFbIsFOWKyoCKO0BVT2gMFTwOXIXVDlHIDJ+00mWJ3uAnSs4274z3noz7m84pwehv5U51L5GFDZzlU5SyG4La81kPIniNKylIFKOU9BlHLOldMdeo77HIf1KhpWD6TUyjrzdEzYQifbGJ77YoDtjj+1gAqAalAlD4fZL9keMCmG9NTLOJcTQhnwOA7bqc2D8hZU2TkP//kaVLkLqNwN9VWlQA3zpaamKvZPnDgRubm5HuuOGDECe/fuxaZNm7yex/mhz6L8PQ/Gw6CNgMGUG3qDI7Wy/gRRvsyJcq7vaa0ox/3ugijXOwvdZ6aAih9ovgRSkkmCyay+1pRWwmpVDZhsQYstYPAl++SprOqcJ6egClBmm5wzT2oBkvMSDGpLMjive+VTlsrf+VMa6J4g7i2I8japHNCXhXKu426JA4fvFfOjnCeZV5zAeyAl73fISrm7i88N+5wex+wUoFiCSjWgAqAaVFnlQMa2z4ryoMgecMnzsOASeDmWs7UrKva7Caocr0M+7iaosh+3M5vct+FIbS0sXwKqqpw35c8deYr65V/z8/MRGxsr7/eWlRo5ciQ++ugjbNy4EQ0aNPBYNikpCYWFhYp9RUVFCAsLQ926df3qd6hhMKVTZQVSgZhY7nhMLbBS26+WfXIupzbRHKjILDlOOHdmH+LzlKFSY7+zTy07Jd99V/5T1fHMjgGVZDbBarXa5hG4yTY50hNUAcpslbdn/6k9xkbr8J/mLFUlDPlpDqS0TjL3Ui+gQZTLudwEUYrslno2CoDrHXhaA6kAsgdUABQT0uWhP6AioBIVWQOTELDau+yQpRJymw7ncMpUuQuqbOeTFEOA7oIqQD3LpJZZcjcE6C2o8iWgMhLnzL/P9cu/xsbGKoIpd4QQGDlyJFauXIn169cjPT3da52srCysWrVKse/zzz9H27ZtER4e7k+3Q07l/KlKREREIWf48OFYsmQJ3n33XcTExKCwsBCFhYW4dOmSXCYnJwcDBgyQXw8dOhS//PILxowZg++//x7/+c9/MH/+fIwbN64qLqFKMDPlA61/Hfg6dOfpeKAml3vfpzym5bVzVso526R1rpQaq1XAVJ5/AuC2vuNaVIpsjZeMk9q8KHdrTskZL7WlDxzKOQ/fqc2n8jQ3yt0kdXcZqkBmpwKmkob2gjqs53hcbZK5bYfiq8uQXXm7alkpZWcl+bjH+VNuSOVPLLYPzzknWeSF0cszVkIIRXbKznkelT2D5DzkZytb3rabDJXV+SHKKpPUHTNUgPrQn+P51daScnmsjUl9CQWvj75RYaS5U4Ea5tNqzpw5AIDOnTsr9i9YsACDBg0CABQUFODYsWPysfT0dHzyyScYPXo0Xn/9daSkpODVV1+9YpZFABhM6RKIobtA36Xn35wp1/Ke6jqnnZ0DKee79xzLBeLRLPa7/KxwWHzT4aeoFeWBj8oEcKk8sJF/IahMBnd7XnsdN4GX/VyAcjjOarEo5lK5mxulduefp7v+/A6o/BWgdnwJpHy5S8/l2v29S8/hq0sQZdspf3W5O698aE/B3R1+anyZL1W+gKdLE/KQmyRPArbvdw6o5OE4lWNAxRwqCRXz3B0DJvscKbV5VIBrOVu/lEGVrU1JMWznaWK5Y0CkNuTna0Dlbf2pqhbsdaaEhmBz4cKFLvs6deqEb7/91qdzVScc5lPh70TxQAVSJlR8MM6PTXD8K0XrfmU7UNmcj6kHUs7H7Xft2dkXx1QuyOmalbJlqyTVxToBe7ZJnXPgY3/MjKJM+SNn1OrY50/ZH/NiLQ9gHB8BY2/Dta5VPqe9jOPjZBzbdeyLrY5FzlS5e+yMcx2163Xpk1OmzO3jaBSvtQWP3vh1953aI2DclHdZudy+qZV1XJncoZz90S+K8vbHwjg+UkZxPDCBlOscKucJ6pJ6tsqxTTck4foZmiRJ9demSYK83/YomfL/v/YuSOrH5EuyZ5+hbMd+3Fbelh1zbM+5nGNZ+ToU53d9zIzjtTly+cPT8Y9Etal4XuoT6cVgKgB8zTg5p23dDetpvVPP2361Sea+DOuprXLuGEipTThXy0qpUXuMjDuuQZPTa6egxOocsMgBkkVRx2qteLaffZ+tfddgxzGgsnoJvJzbsdVTBjZqwZpzHefr8lS2Yp9vz+EL6HP77LwFUh7Ke3wEjGKNJzPUHgFjP+Zc3u2QnpZhPbUlDVQCKfl5e85DfBUdc7l01SE+H4b91GIDx+AIgCLQcr5dXUtAZd/sQZX92XdqgZJzkOYu+FLrv7vAyPk5fd4CKucfLd6es+f8t52WZ/cFg0n1D2Dtm0Euo9rjMB8REZFBBXuYj/zDzJQfvE0G9HRc62Rzf9aP8jbPyfsx9dfO5R3/wlPOlXJ+5p4JznOp/GV1yko5vnY31Cd/7yY75TjkB8BjdsqlHZUhP8djau04Dvkp+qohO+V8zFtZFz5mqnzmZT6VLw9A9pqVkttUmURenqnStAinc0ZKS1YK8JqVUnCeKyXvl1wzT1pvDHAa4pOc5rg4DsfZTiVVZIbgmCWSFFMKHP+7q2Wn5G46DPsB6lknqNZT2eeQoXIe8rPzlGHylJ1Sq6s4xqE+CiAGUxp4+k/ny515/gRS3uZCuTuH+rwpT8fcv3aeJwUoJ537MsTn6119apRBhMNqyxZRvlUEMFanoMa+v6KOtoBK6xwqtX56m0Plrl1PbapRmz/lls7gy5fgyOsxLYGU0/wqrw8ndmzXcQ6Vl4U45cU4HR8NoxYQOd+553zM3bCet6E7nWtPOQcTjkM87r4HnIf07N+7BlTOwY6ngMrdkJ9juYrzuwZg/gZUzjzNvXLmaUjMW93KomeIT++dgKQdgykf+fIP09NddloDKa371eZBOZb1fMxzYCX30yGQsrMHUs5zorz+snUs6+FNdZmc7WFyunM9O7XJ6MoAyeJSx1Mg5G4OlXO73tqx1dMWULmblK71TsTyk2kvG0Bu50o5B0ieAilFe14CKZU5Uor2tWSjKk4GwGEelMM+xyUQnMvL3ztnsxzrOberwutyCQ5ZKuff9c7ZKXf7nYMmwH1A5XgebwGVrZ5akFTxWm2+ldo5ANd5UO4CKl+CnlDITjGYCg0MpnRwl0FSO6a2H/AeSDkHXlqG+1zbcC3v6wR0O8dJ52r7HPe7G+Jzdxefr5yH+uwcAy6tgY3jBGy1O/y8Dfu59EHDedWG/TwFSloCKpfAKxgBlKcAyZ81rfQGUirtaFrVXHki9b65CaRcHyPjpU1PQ3yVsDK6fBpJ/XtFsOUS9FQEVM7Dfp4CKs9BkrJfWgMqQHtA5WkiO1GgMZgyCE/DgWr7vQU9ngIpT22ovQbU50m5fWSM4pdY5fzgcjfU566M83Cf2h1yjsedAypFXbW75zzc5ed8XkU9HQFVyHEX9MApK6VSRjEPCvAcSDktoeApkFI9n9qCnKrl3cyhqui0a/1K+kUuKdZNUgYSzkERoAx+FAGWUzfV6moNqBRlNARUFe0HJqDyl2O/jHBHn+PyOP5uVPl4Nx8REZFBmaFvqM5s0MVIqxtmpgJA66RzT0N83sp7G95Ta0Pr0J163fLUvuT6IGNHasN+aq/d7fOF8x19rseVi3XaVWR/1LM67uZOWT3MkVKbkO7cF8dyirpu66hnp9zRPCToONSn+N6qmIheKWtNqfGUlVIZcvO0srm7Nl3adjO8p+kxMfbXKpPOHRpTfnV33IGnO/+0UFu406WMyj53yRZPd/D5yt3aUlrKuS/rfujOfT+8D/UZPXtj0pmV4rBmcDCYcuJporinwMh7u8o0udpcKS3t+ztPyn2/tJVzDprUhvgUv5wUdV33mcwmrwt2WjU838FdgGWfN+V1BXGX4Eg9oFKUdRNQqa3O7ljOuQ9aFvV0Lutc3qcJ6JXB09Cdt0U6XdrSUF7PI2K89c1TICVX9DBXqqJxz0OElTgnyt1/Y7UASvJy3PmY2mR1d0N97vrleIef+jkc9rktqx5o2Rk5MKLqi8FUgGmZ++SuvLs2PAU8apPK1c/jvn/u5kp5+4vGXVbK+Xigqd3R5zhvSkt2yt2cKZ/74mGyuqdy7o4r9nlYV0q1jSDNr/JrUrmd0917WuZKqffB/TP7vLWryEY5B1JauJsrpXXSunNbvkyA94Ha/185GPIxO6U2WV1LQKV2HndBUkX72vYB2iaWh/pEdN7NFxoYTOnka8Dk7g1Xa8f7MJ62oTotd/M599VxaE9LVsqRp+G8QN3JB2gJLtxnp9Ta8ZSdcvcMP3f9UbvDz1M5x/NrGe7zNVDSdVef2jP0fK3vtYyX4T2n5+25tO0uwHP3mBh3PC3MqeWXr7tFOp14XfLAF16G+zz1WnI4rjbZ3FdanuOnOL+kHrDJ7bnpvbdAyJ+hO6NmtDgBPTQwmCIiIiLSgcGUH7RE+oEY4lPb7y2DpXUOlKc2fCFnq7z8xe9t8rm3IUFP2SVvE9PlNlQmonubFK5YXsFNdspblsjT3Cl351abO+WurHOmy+vwZRDWnvL270F1GA5Qz2J5yzq5a1frKuze5kopJvL4OMTn0kFtmTG3hPt/686PlXHma+ZJbajP0+ro2s5tb9tdxsl9e+6Sg74O9YUaDvOFBgZTAaIlnerPEJ+7dr3d0afWjnN5b3Ol1B4D427Fc3f0PI/PV8Iq5LlT7u7c896G6yKevtVzvfPPWzm144p9PpStMpqG8rxPKrfzd66Up/O6XeW8MnmaL1VZp9Q4IqmYB6WyTyt3c6cc21Wv51DOTfDkXE5RX9MftSo/OzXdBei9TLBwmC80MJjSyN/o3l0g5EtWSksfPK1qXhUqa/K51iyUnfO8KcfslLeAy3HulLvFPLXOx/J+rsBlpxT7tQRclRmU6Q1cfMhKKY55W6ATcFruwEtWymHOltuslNqjZ7SqpDv8/M3IeH7QsbKM9r64tuWpnGKfl8DL37/ZQjljRcbCYEoHLSuV2/mblVKv41uw5GmdKX+GBV0mpJf/knF+nExl0vqMPm1t+TZs57YdjUsWeCtnqIyTJ34GSj4N8dnrOK+ALtfxkpWS67tZT6oq6bkr0kd6Mk9aqGWnvC2XYKsneby7z3vg5Vqgug312d9LPRtVPq6ATkREZFCSWdJ1F7SeuzNJOwP8eXZl8ZZtcl9P2zG9Q3zO86Ucs02VMf9J73BgxTBa5T8zoSqG+rwd92VSezAeeuxu4Va3E8t9mC/lsS21Y1ozZ1omnuthb8fbs/6CyHG9KXn4rfyYp0nmzssYBHOoz1Egh/q8McLz+cj4qv5/tUH5EvT4GyCp19HWLz1DfFXN28rnejlPQnc3b0pZxt3q5r5PRPe2QKdLHY93KmqfNxXSfLmLz+m4z0N8vnLoh5b5Ug4n9u98Wmh4lExVUc6v8j7UB3hfyNNext1jZjzxZRK6EX4+OrP/Qatno8rHYb4g8GW+VMUx/+7W84WWu/gCoWJuVfX7Ty0sVkhmk/zVG6vFCpPZJAdc7pYQEFar6jFP53F3zF1bVcF74KP26BeNQZCPmSitC2wamSSsQe+7JNlWaDBJgFXYslNCCJgAaAnxKup5XOlBczn1urafNVZfKxqR2U22VyupGrwHISA0f4IYmD9xiNZASHs538q74/gXjfOSCGqTzyvKVt6wYFUQFovHZ/Z5ruvbUKA/GSe/JqwHYcjP83Ccv7dfeVnx3F5G64rnztTu4gsF5Zkqx7Wm3P33Vxui0zrU5w+t2Sk7rT+2/PnxFoqTsSWTJD+Jwq+tGv4Ra0Qh8pPCeCojaNIaBFWU03pebe1e6QJ1V58vdbWUs1osbof7DKEy1m3SGMR4y3RVtKfvLj7Fcgf+LthZRXwNZnSdq/yr1rWulHW1VfBUzp+/33jHGwUCh/mIiIgMSu+8J61BKunDYKqSeMoC+ZpR0nMub+06z5eqroRFQDJLFXOcHOYs2ecx+d+2f/OmvLbrZa6Tt/Np7U+l03F3XsDnS1U0LH8bqDlHLpkrwJB38gWS87wp3+vZXrurqn1+leRxfpRZkmAJ0flTbu+Q1Vo/RK871FSv/9khyGjzpZznRIUSq0XISyTofayMJ77Om3Kup7dctbuTr5zHwMlxVXNPHMroni9VmUwOgVeIBFgmqK+I7gsjzJsiqgzMTGmg5a47d7T+mAx0tsrf8s4cMxuV9YgYfzlnmyrlHA7ZIWGxaJ+j41BXa/8CcR32QMvtHX9Wi8egxds1egpQ/H64sa98DZJ0LokQtGySwYIqf7NOjiru/POcOZLPCQlWBLCch/OaTYCnv0vs11/VOMwXGhhMBUllZaB8PX8g4iHnO/mCzWoRlZY583XITq0+4NudjFqXLrBaLDAFKiAxskBPPpcrBODfazACnioKquTgCdAQpnhoB9qWSHDkz/IH7ngLkkKN/a48v+szmAoKY/0pRERERBRimJkKkKoaAdOz3EGglkoIxflVzgI1Cd2X8wHeV4PXmrUy0sKcXmnNPFXy5HNdw3chsiyCN/Z1pPwdxgP0T0LXyttk9erKlpnSMQHd5zwh+YPBVJAZcW5UoO7kq+w5VZUxN0pvEGK1WmHyob5h7rCrbIFce6qygipHOoOiyphXVZlztQIxH8jfoTlfhxG19lXzvCyN5YyCc6ZCwxXwU924tGSGzJLkx9IH+u7kCwQjBwyBuBvO1zYqq7zmcjoWIK00Wu/Q85GuW8n1/mFh8ExVIP6H+3uFvv7Rxjv1qsbGjRvRu3dvpKSkQJIkfPjhhx7Lr1+/HpIkuWw//PBDcDpsEMxM+SDQk8h9P3/llrerDsN2aux3/+lrw787+rS3f4VkrpxoH9IL7p181YXebEwg7ujTSuuder62H6prTUmSvkfCSFbf6l64cAGtW7fGww8/jL59+2qud+jQIcTGxsqv69ev79N5Qx2DKSIiIoMymU265nOahG91s7OzkZ2d7fN5EhISULt2bZ/rVRfV68+vEFXZGSf/h/30//OoDlkuYbX6PExW2QtrhszCnZXx3D4Eb1kEfZPUQ//fvr8JEccFPkON0Z5hqushxw7LKpw9e1axlZSUBLSfbdq0QXJyMrp164Z169YFtO1QUKX/3qdOnYobb7wRMTExSEhIwN13341Dhw4pygwaNMhlLLZ9+/aKMiUlJRg5ciTq1auHmjVr4s4778Tx48eDeSmqjPbDRE9cY7QFO33h7yrowQxYKmtOU8gEXcFi8DlNV7LKejAy2aSmpiIuLk7epk6dGpB2k5OTMW/ePCxfvhwrVqzAtddei27dumHjxo0BaT9UVOkw34YNGzB8+HDceOONKCsrw4QJE9CzZ08cPHgQNWvWlMv16tULCxYskF9HREQo2hk1ahRWrVqFpUuXom7duhg7dizuuOMO7Nq1C+YQWuQwWBPNQ4m1/DYek445A8Hiz3wnX5dkqPYLdwZrTpSvArGMQhUI1h13FefzfXkEoHJXGg+1u/ec6V60U9jq5ufnK+Y0RUZG6u4bAFx77bW49tpr5ddZWVnIz8/Hyy+/jFtvvTUg5wgFVRpMffbZZ4rXCxYsQEJCAnbt2qX4ECIjI5GUlKTaRnFxMebPn4+3334b3bt3BwAsWbIEqamp+OKLL3DbbbdV3gWEqCshCANsz+fzZ+LmlToJ3CfBCmIqSXV74PCVJJCrpYeCQM2Zio2NVQRTlal9+/ZYsmRJUM5lFIb6iVJcXAwAiI+PV+xfv349EhIS0LRpUwwZMgRFRUXysV27duHy5cvo2bOnvC8lJQUZGRnYvHmz6nlKSkpcxo+NJNjP3/NFdZgDFWi+PvD4SuTrHCfNd/fZBTO4YyDmIgQSxxREu3fvRnJyclV3I6gMczefEAJjxozBzTffjIyMDHl/dnY27rvvPqSlpSEvLw/PPvssunbtil27diEyMhKFhYWIiIhAnTp1FO0lJiaisLBQ9VxTp07FpEmTKvV6iIiIdNM5zAfhW93z58/jp59+kl/n5eVhz549iI+PR8OGDZGTk4MTJ05g8eLFAICZM2eiUaNGaNGiBUpLS7FkyRIsX74cy5cv97/PIcgwwdSIESOwd+9ebNq0SbG/X79+8vcZGRlo27Yt0tLSsHr1avTp08dte0II+VEJznJycjBmzBj59dmzZ5Gamqq5r8G6m6460bNOSrDofaSMVr4OI9onp4fM42IoZAViZXQt9D5M+UpikiRdc0Z9XSx1586d6NKli/za/rty4MCBWLhwIQoKCnDs2DH5eGlpKcaNG4cTJ04gOjoaLVq0wOrVq3H77bf73edQZIhgauTIkfjoo4+wceNGNGjQwGPZ5ORkpKWl4fDhwwCApKQklJaW4vTp04rsVFFRETp06KDaRmRkZMAm34W6QD1KhoyF8758EKRhO87T8p+vQZ79nz5vZvVd586dPd5EsHDhQsXr8ePHY/z48ZXcK+Or0v/dQgiMGDECK1aswFdffYX09HSvdU6ePIn8/Hx5PDYzMxPh4eFYu3atXKagoAD79+93G0xVZ8yCBQ+XHTAeZu+Ciz9uKp9kNuneqPJVaWZq+PDhePfdd/G///0PMTEx8hynuLg4REdH4/z588jNzUXfvn2RnJyMo0eP4umnn0a9evVwzz33yGUHDx6MsWPHom7duoiPj8e4cePQsmVL+e4+IiKiUKT7Qcc+Pk6G/FOlwdScOXMA2NKKjhYsWIBBgwbBbDZj3759WLx4Mc6cOYPk5GR06dIFy5YtQ0xMjFx+xowZCAsLw/33349Lly6hW7duWLhwYUitMUVEREShqUqDKW+Lu0VHR2PNmjVe24mKisJrr72G1157LVBdIyIiqnK6F+1kZiooDDEBndQZef6TkeemWC3CkOthcVI4BYNU/keqMODPDyOvRm7Uvumd9yRZ+TMnGBhMERERGZTJrG+xZBPvkwkKhqxEREREOjAzRUREZFCSSdK16HEoLJhcHTCYIiIiMiiTSeeDji0cgAoGvstEREREOjAzRUREZFC6l0Yw4J3N1RGDKSIiIoPSvTQCl2MJCr7LRERERDowM0VERGRQksmka5FkIy+wXJ0wmCIiIjIok1nn3Xwc5gsKvstEREREOjAzRUREZFQ6J6CDmamgYDBFRERkUJJJ5918nDMVFAymiIiIDIoT0EMD32UiIiIiHZiZIiIiMijbop1mHfUtAewNucNgioiIyKC4Anpo4LtMREREpAMzU0RERAZlMplg0jGJXE9d0o7BFBERkUFxmC808F0mIiIi0oGZKSIiIoNiZio0MJgiIiIyKEnSuWinxGAqGPguExEREenAzBQREZFBcZgvNDCYIiIiMigGU6GB7zIREZFBmcwm3ZsvNm7ciN69eyMlJQWSJOHDDz/0WmfDhg3IzMxEVFQUrr76asydO9fPqw1dDKaIiIgIAHDhwgW0bt0as2bN0lQ+Ly8Pt99+O2655Rbs3r0bTz/9NJ544gksX768kntqLBzmIyIiMijJJOm7m88k+VQ+Ozsb2dnZmsvPnTsXDRs2xMyZMwEA1113HXbu3ImXX34Zffv29encoYyZKSIiIoOyz5nSs1WmLVu2oGfPnop9t912G3bu3InLly9X6rmNhJkpIiKiau7s2bOK15GRkYiMjNTdbmFhIRITExX7EhMTUVZWhj/++APJycm6zxEKmJkiIiIyqEBlplJTUxEXFydvU6dODVwfJeVQohBCdX91xswUERGRQQVqBfT8/HzExsbK+wORlQKApKQkFBYWKvYVFRUhLCwMdevWDcg5QgGDKSIiomouNjZWEUwFSlZWFlatWqXY9/nnn6Nt27YIDw8P+PmMisN8REREBiWZzTDp2CSz2afznT9/Hnv27MGePXsA2JY+2LNnD44dOwYAyMnJwYABA+TyQ4cOxS+//IIxY8bg+++/x3/+8x/Mnz8f48aNC9h7EAqYmSIiIjKoYK+AvnPnTnTp0kV+PWbMGADAwIEDsXDhQhQUFMiBFQCkp6fjk08+wejRo/H6668jJSUFr7766hW1LALAYIqIiIjKde7cWZ5ArmbhwoUu+zp16oRvv/22EntlfAymiIiIDIrP5gsNDKaIiIgMSjLpvJtPR13SjsEUERGRQTEzFRr4LhMRERHpwMwUERGRQUkmSV9myscHHZN/GEwREREZFOdMhQa+y0RERBSS/vzzz6ruAgAGU0RERIYlmcy6t+rGarXin//8J6666irUqlULR44cAQA8++yzmD9/fpX0icEUERGRUZnM+rdq5oUXXsDChQsxbdo0REREyPtbtmyJt956q0r6xGCKiIiIQsbixYsxb948/PWvf4XZ4dmDrVq1wg8//FAlfeIEdCIiIqMymWybnvrVzIkTJ9CkSROX/VarFZcvX66CHjGYIiIiMizJbIZk9n+oTk9do2rRogW+/vprpKWlKfZ/8MEHaNOmTZX0qUpD1qlTp+LGG29ETEwMEhIScPfdd+PQoUOKMkII5ObmIiUlBdHR0ejcuTMOHDigKFNSUoKRI0eiXr16qFmzJu68804cP348mJdCREREQTBx4kSMGDECL730EqxWK1asWIEhQ4ZgypQpeO6556qkT1UaTG3YsAHDhw/H1q1bsXbtWpSVlaFnz564cOGCXGbatGmYPn06Zs2ahR07diApKQk9evTAuXPn5DKjRo3CypUrsXTpUmzatAnnz5/HHXfcAYvFUhWXRUREFBicgO6id+/eWLZsGT755BNIkoTnnnsO33//PVatWoUePXpUSZ+qdJjvs88+U7xesGABEhISsGvXLtx6660QQmDmzJmYMGEC+vTpAwBYtGgREhMT8e677+Kxxx5DcXEx5s+fj7fffhvdu3cHACxZsgSpqan44osvcNtttwX9uoiIiALCZNIXEFXDOVMAcNtttxnq97uh3uXi4mIAQHx8PAAgLy8PhYWF6Nmzp1wmMjISnTp1wubNmwEAu3btwuXLlxVlUlJSkJGRIZchIiIKRfYV0PVsVPkMMwFdCIExY8bg5ptvRkZGBgCgsLAQAJCYmKgom5iYiF9++UUuExERgTp16riUsdd3VlJSgpKSEvn12bNnA3YdREREFFh16tSBJGl7zuCpU6cquTeuDBNMjRgxAnv37sWmTZtcjjm/gUIIr2+qpzJTp07FpEmT/O8sERFRMEg65z1J1WPO1MyZM+XvT548iRdeeAG33XYbsrKyAABbtmzBmjVr8Oyzz1ZJ/wwRTI0cORIfffQRNm7ciAYNGsj7k5KSANiyT8nJyfL+oqIiOVuVlJSE0tJSnD59WpGdKioqQocOHVTPl5OTgzFjxsivz549i9TU1IBeExERkW56J5FXkwnoAwcOlL/v27cvnn/+eYwYMULe98QTT2DWrFn44osvMHr06KD3r0oHU4UQGDFiBFasWIGvvvoK6enpiuPp6elISkrC2rVr5X2lpaXYsGGDHChlZmYiPDxcUaagoAD79+93G0xFRkYiNjZWsREREZHxrVmzBr169XLZf9ttt+GLL76ogh5VcWZq+PDhePfdd/G///0PMTEx8hynuLg4REdHQ5IkjBo1ClOmTME111yDa665BlOmTEGNGjXw0EMPyWUHDx6MsWPHom7duoiPj8e4cePQsmVL+e4+IiKiUKR3Enl1nIBet25drFy5Ev/3f/+n2P/hhx+ibt26VdKnKg2m5syZAwDo3LmzYv+CBQswaNAgAMD48eNx6dIlDBs2DKdPn0a7du3w+eefIyYmRi4/Y8YMhIWF4f7778elS5fQrVs3LFy4UPHMHiIiopDDYT4XkyZNwuDBg7F+/Xp5ztTWrVvx2WefVdmDjqs0mBJCeC0jSRJyc3ORm5vrtkxUVBRee+01vPbaawHsHRERERnNoEGDcN111+HVV1/FihUrIIRA8+bN8c0336Bdu3ZV0idDTEAnIiIiFVy0U1W7du3wzjvvVHU3ZAymiIiIDIoPOnZ17Ngxj8cbNmwYpJ5UYDBFREREIaNRo0Ye15qsiufyMpgiIiIyKpNJ31BdNRzm2717t+L15cuXsXv3bkyfPh2TJ0+ukj4xmCIiIjIq3s3nonXr1i772rZti5SUFPzrX/9Cnz59gt4nBlNEREQGJZnMkHQERHrqhpqmTZtix44dVXJuBlNEREQUMs6ePat4LYRAQUEBcnNzcc0111RJnxhMERERGZWkc86UVP3mTNWuXdtlAroQAqmpqVi6dGmV9InBFBERkUFxmM/VunXrFK9NJhPq16+PJk2aICysasKa6heyEhERkS6zZ89Geno6oqKikJmZia+//tpt2fXr10OSJJfthx9+qJS+SZKEjh07olOnTujUqRNuueUWNGvWDACwcePGSjmnNwymiIiIjMq+Arrfm++/5pctW4ZRo0ZhwoQJ2L17N2655RZkZ2d7XSzz0KFDKCgokLfKmr/UpUsXnDp1ymV/cXExunTpUinn9IbDfEREREZVBetMTZ8+HYMHD8ajjz4KAJg5cybWrFmDOXPmYOrUqW7rJSQkoHbt2v72VDMhhOqinSdPnkTNmjXd1vvoo498PlePHj0QHR3ttRyDKSIiomrO+Q64yMhIREZGupQrLS3Frl278NRTTyn29+zZE5s3b/Z4jjZt2uDPP/9E8+bN8cwzzwQ8S2RfP0qSJAwaNEjRf4vFgr1796JDhw5u6999990+nU+SJBw+fBhXX32117IMpoiIiAwqUM/mS01NVeyfOHEicnNzXcr/8ccfsFgsSExMVOxPTExEYWGh6jmSk5Mxb948ZGZmoqSkBG+//Ta6deuG9evX49Zbb/W7787i4uIA2DJTMTExioxRREQE2rdvjyFDhnhso7CwEAkJCZrOFxMTo7lvDKaIiIiMKkAroOfn5yM2NlberZaVcqS29IC75+Fde+21uPbaa+XXWVlZyM/Px8svvxzQYGrBggUAbM/mGzdunMchPTUDBw7UNGRn97e//U3xnnnCYIqIiMioAhRMxcbGagoM6tWrB7PZ7JKFKioqcslWedK+fXssWbLEt75qNHHiRL/q2YMxrebMmaO5LO/mIyIiIgC24bLMzEysXbtWsX/t2rUe5yM52717N5KTkwPWrxtuuAGnT58GYJubdcMNN7jdtHjkkUdw7tw5l/0XLlzAI4884nP/mJkiIiIyKMlkgqTjbj5/6o4ZMwb9+/dH27ZtkZWVhXnz5uHYsWMYOnQoACAnJwcnTpzA4sWLAdju9mvUqBFatGiB0tJSLFmyBMuXL8fy5cv97rezu+66Sx6a9HUiuZpFixbhxRdfdJkXdenSJSxevBj/+c9/fGqPwRQREZFRSTqH+STf6/br1w8nT57E888/j4KCAmRkZOCTTz5BWloaAKCgoECx5lRpaSnGjRuHEydOIDo6Gi1atMDq1atx++23+99vJ45De/4O8wG2uxqFEBBC4Ny5c4iKipKPWSwWfPLJJ5onqDtiMEVEREQKw4YNw7Bhw1SPLVy4UPF6/PjxGD9+fBB6pZ/9uX6SJKFp06YuxyVJwqRJk3xul8EUERGRUUmSvocVu7kDL5TVqVNH9c5CSZIQFRWFJk2aYNCgQXj44Yddyqxbtw5CCHTt2hXLly9HfHy8fCwiIgJpaWlISUnxuU8MpoiIiIxKMukMpqrffWbPPfccJk+ejOzsbNx0000QQmDHjh347LPPMHz4cOTl5eHxxx9HWVmZy7pTnTp1AgDk5eWhYcOGbpd78BWDKSIiIgoZmzZtwgsvvCBPiLd744038Pnnn2P58uVo1aoVXn31VbeLeH7//ffIz8/HzTffDAB4/fXX8eabb6J58+Z4/fXXUadOHZ/6VP1CViIiompCSCbdW3WzZs0adO/e3WV/t27dsGbNGgDA7bffjiNHjrht4//+7//kR+zs27cPY8aMkeuMGTPG5z5Vv3eZiIiourAP8+nZqpn4+HisWrXKZf+qVavkOVAXLlzw+DiYvLw8NG/eHACwfPly9O7dG1OmTMHs2bPx6aef+twnDvMRERFRyHj22Wfx+OOPY926dbjpppsgSRK2b9+OTz75BHPnzgVgW2TUPj9KTUREBC5evAgA+OKLLzBgwAAAtkDN+aHQWjCYIiIiMipJ0ndHXjW8m2/IkCFo3rw5Zs2ahRUrVkAIgWbNmmHDhg3yKu1jx4712MbNN9+MMWPGoGPHjti+fTuWLVsGAPjxxx/RoEEDn/vEYIqIiMioTCbbpqd+NdSxY0d07NjR7/qzZs3CsGHD8N///hdz5szBVVddBQD49NNP0atXL5/bYzBFRERkUHonkVfHCegAYLVa8dNPP6GoqAhWq1Vx7NZbb/Vav2HDhvj4449d9s+YMcOv/jCYIiIiopCxdetWPPTQQ/jll18ghFAckyQJFovFp/YuXbqEy5cvK/bFxsb61AaDKSIiIqPiop0uhg4dirZt22L16tVITk72a+HNCxcu4B//+Afef/99nDx50uW4rwEZgykiIiKjYjDl4vDhw/jvf/+LJk2a+N3G+PHjsW7dOsyePRsDBgzA66+/jhMnTuCNN97Aiy++6HN71e9dJiIiomqrXbt2+Omnn3S1sWrVKsyePRv33nsvwsLCcMstt+CZZ57BlClT8M477/jcHjNTRERERsXMlIuRI0di7NixKCwsRMuWLREeHq443qpVK69tnDp1Cunp6QBs86NOnToFwLZkwuOPP+5znxhMERERGZSQJJ1381W/dab69u0LAHjkkUfkfZIkQQiheQL61VdfjaNHjyItLQ3NmzfH+++/j5tuugmrVq1C7dq1fe4TgykiIiIKGXl5ebrbePjhh/Hdd9+hU6dOyMnJwV/+8he89tprKCsrw/Tp031uj8EUERGRUXGYz0VaWpruNkaPHi1/36VLF/zwww/YuXMnGjdujNatW/vcHoMpIiIio+LjZFT9/PPPmDlzJr7//ntIkoTrrrsOTz75JBo3buxzW3/++ScaNmyIhg0b+t2f6heyEhERUbW1Zs0aNG/eHNu3b0erVq2QkZGBbdu2oUWLFli7dq2mNiwWC/75z3/iqquuQq1atXDkyBEAtocoz58/3+c+MZgiIiIyKvswn56tmnnqqacwevRobNu2DdOnT8eMGTOwbds2jBo1Cv/4xz80tTF58mQsXLgQ06ZNQ0REhLy/ZcuWeOutt3zuU/V7l4mIiKoJ+7P59GzVzffff4/Bgwe77H/kkUdw8OBBTW0sXrwY8+bNw1//+leYzWZ5f6tWrfDDDz/43Kfq9y4TERFVF5IJMOnYqmEwVb9+fezZs8dl/549e5CQkKCpjRMnTqiuoG61Wl2e06cFJ6ATERFRyBgyZAj+/ve/48iRI+jQoQMkScKmTZvw0ksvYezYsZraaNGiBb7++muXOwM/+OADtGnTxuc+MZgiIiIyKi6N4OLZZ59FTEwMXnnlFeTk5AAAUlJSkJubiyeeeEJTGxMnTkT//v1x4sQJWK1WrFixAocOHcLixYvx8ccf+9wnBlNERERGxWDKhSRJGD16NEaPHo1z584BAGJiYnxqo3fv3li2bBmmTJkCSZLw3HPP4YYbbsCqVavQo0cPn/vEYIqIiIhCkq9BlKPbbrsNt912m8cy7733Hu68807UrFnTYzndwZQQAoAtUiQiIqIAYmYKANCmTRvNcca3334bsPM+9thjaNeuHa6++mqP5fwOpubPn48ZM2bg8OHDAIBrrrkGo0aNwqOPPupvk0REROSADzq2ufvuu6vkvPaEkTd+BVPPPvssZsyYgZEjRyIrKwsAsGXLFowePRpHjx7FCy+84E+zRERERC4mTpzocx2tQ3SB4FcwNWfOHLz55pt48MEH5X133nknWrVqhZEjRzKYIiIiCgQO8/lN6xBdIPgVTFksFrRt29Zlf2ZmJsrKynR3ioiIiMAHHeugdYguEPwKWf/2t79hzpw5LvvtS7NrtXHjRvTu3RspKSmQJAkffvih4vigQYMgSZJia9++vaJMSUkJRo4ciXr16qFmzZq48847cfz4cX8ui4iIiMhnfuf/5s+fj4yMDDz66KN49NFHkZGRgTfffBMmkwljxoyRN08uXLiA1q1bY9asWW7L9OrVCwUFBfL2ySefKI6PGjUKK1euxNKlS7Fp0yacP38ed9xxBywWi7+XRkREZAxV9KDj2bNnIz09HVFRUcjMzMTXX3/tsfyGDRuQmZmJqKgoXH311Zg7d65f5zWatLQ0hIeHey3n1zDf/v37ccMNNwAAfv75ZwC2Z+XUr18f+/fvl8t5u40xOzsb2dnZHstERkYiKSlJ9VhxcTHmz5+Pt99+G927dwcALFmyBKmpqfjiiy+8rh9BRERkZHofVuxP3WXLlmHUqFGYPXs2OnbsiDfeeAPZ2dk4ePAgGjZs6FI+Ly8Pt99+O4YMGYIlS5bgm2++wbBhw1C/fn307dvX775XtjNnzuC///0vfv75Z/zf//0f4uPj8e233yIxMRFXXXUVAChiGk/8CqbWrVvnTzW/rF+/HgkJCahduzY6deqEyZMnyw8y3LVrFy5fvoyePXvK5VNSUpCRkYHNmze7DaZKSkpQUlIivz579mzlXgQREZE/qmAC+vTp0zF48GB5qaOZM2dizZo1mDNnDqZOnepSfu7cuWjYsCFmzpwJALjuuuuwc+dOvPzyy4YNpvbu3Yvu3bsjLi4OR48exZAhQxAfH4+VK1fil19+weLFi31qz69PaOHChbh06ZI/VX2SnZ2Nd955B1999RVeeeUV7NixA127dpUDocLCQkRERKBOnTqKeomJiSgsLHTb7tSpUxEXFydvqamplXodREREVens2bOKzTGh4Ki0tBS7du1SJCkAoGfPnti8ebNqnS1btriUv+2227Bz505cvnw5MBfgB09DdGPGjMGgQYNw+PBhREVFyfuzs7OxceNGn8/lVzCVk5ODxMREDB482O2bGwj9+vXDX/7yF2RkZKB379749NNP8eOPP2L16tUe6wkhPA4x5uTkoLi4WN7y8/MD3XUiIiLdbIt26tsAIDU1VZFEUMswAcAff/wBi8WCxMRExX5PSYrCwkLV8mVlZfjjjz8C8C4o7dixA9u2bXPZv23bNuzcuVN+vX//frfJkh07duCxxx5z2X/VVVd5TMa441cwdfz4cSxZsgSnT59Gly5d0KxZM7z00kt+dcAXycnJSEtLk1ddT0pKQmlpKU6fPq0oV1RU5PLBOoqMjERsbKxiIyIiMhoh9G8AkJ+fr0gi5OTkeDyvc0LCW5JCrbza/kAYPny4ahLkxIkTGD58uKY2oqKiVKf4HDp0CPXr1/e5T34FU2azGXfeeSdWrFiB/Px8/P3vf8c777yDhg0b4s4778T//vc/WK1Wf5r26OTJk8jPz0dycjIA27pW4eHhWLt2rVymoKAA+/fvR4cOHQJ+fiIiolDknECIjIxULVevXj2YzWaX5IinJEVSUpJq+bCwMNStWzcwF+Dg4MGD8k1wjtq0aYODBw9qauOuu+7C888/Lw9DSpKEY8eO4amnnvJrnpfupVETEhLQsWNHZGVlwWQyYd++fRg0aBAaN26M9evXe6x7/vx57NmzB3v27AFguyNgz549OHbsGM6fP49x48Zhy5YtOHr0KNavX4/evXujXr16uOeeewAAcXFxGDx4MMaOHYsvv/wSu3fvxt/+9je0bNlSvruPiIgoVFmF0L35IiIiApmZmYokBQCsXbvWbZIiKyvLpfznn3+Otm3balpWwFeRkZH47bffXPYXFBQgLEzbfXUvv/wyfv/9dyQkJODSpUvo1KkTmjRpgpiYGEyePNnnPvn9oOPffvsNb7/9NhYsWIAjR47g7rvvxscff4zu3bvj0qVLeOaZZzBw4ED88ssvbtvYuXMnunTpIr+2r0s1cOBAzJkzB/v27cPixYtx5swZJCcno0uXLli2bBliYmLkOjNmzEBYWBjuv/9+XLp0Cd26dcPChQthNpv9vTQiIiJDEOWbnvq+GjNmDPr374+2bdsiKysL8+bNw7FjxzB06FAAtnnHJ06ckO94Gzp0KGbNmoUxY8ZgyJAh2LJlC+bPn4/33ntPR8/d69GjB3JycvC///0PcXFxAGzLHDz99NPo0aOHpjZiY2OxadMmfPXVV/j2229htVpxww03+J2IkYQf66337t0ba9asQdOmTfHoo49iwIABiI+PV5T59ddf0aBBg0oZ7gu0s2fPIi4uDg8jFdHlt5GaHcZ5zRIU+8wOQ8Ce9pmcXnur6+61az+8n1truyaH76XyAqbyr5LZ5P6YqeJYRXnHtkxO5R3OqdJuRfsml7YAwGRS9sn5nI59VTuvc7uKa1Nci0lxXK2c5BCoy/0xqZS3t2FS2WdWOafJ/bkdj5vKz+9czvE8no5LJrP9xBWFFX10Ou5QTj6Hoq7Z9fxOdR3fM6i0UdEnpz666ae7Pjq/B/Jx++3h5V8Va+8ovpcU5xFO9dx9r15Ocn9Ok4d2tfbR07kBeeKx/Se8PUNh/4FvdfjJ7/hrwL7fuZyijON5hPdyjr9lnPuhrGuvJ1TqqZzTqZxzFsZiVe63lH+VXzv9enItZ29HWe/i+XO498ZrUFxcXGlzbu2/l44XFOo6x9mzZ9EgOcnnvs6ePRvTpk1DQUEBMjIyMGPGDNx6660AbE8nsY8Y2W3YsAGjR4/GgQMHkJKSgn/84x9y8BVoJ06cwK233oqTJ0+iTZs2AIA9e/YgMTERa9eu9fkO/T///BORkZG65nf5lZlKSEjAhg0bkJWV5bZMcnIy8vLy/O4YERHRlc4qlIGkP/X9MWzYMAwbNkz12MKFC132derUCd9++61/J/PRVVddhb179+Kdd97Bd999h+joaDz88MN48MEHNQ8rWq1WTJ48GXPnzsVvv/2GH3/8EVdffTWeffZZNGrUCIMHD/apT34FU/Pnz8eXX36Jp59+GkVFRS7Zp//85z+QJAlpaWn+NE9ERESwZfr0PLA3mA/7DaaaNWvi73//u9/1X3jhBSxatAjTpk3DkCFD5P0tW7bEjBkzghNMPf/885g0aRLatm2L5OTkSrn1kYiIiAgAPvroI2RnZyM8PBwfffSRx7J33nmn1/YWL16MefPmoVu3borhyFatWuGHH37wuX9+BVNz5szBwoUL0b9/f3+qExERkQZVNcxnNHfffTcKCwuRkJCAu+++2205SZJgsVi8tnfixAk0adLEZb/VavVr1Xa/gqnS0lKu40RERBQE1SQe0sVxOlEgbmxr0aIFvv76a5fpSB988IE8qd0XfgVTjz76KN599108++yz/lQnIiIiDZiZqhwTJ05E//79ceLECVitVqxYsQKHDh3C4sWL8fHHH/vcnl/B1J9//ol58+bhiy++QKtWrVxmz0+fPt2fZomIiIi8+vLLL/Hll1+6vQnOm969e2PZsmWYMmUKJEnCc889hxtuuAGrVq3SvFaVI7+Cqb179+L6668HYHuQoCNORiciIgoM3s3natKkSXj++ef9vgmurKwMkydPxiOPPIINGzYEpE9+BVPr1q0LyMmJiIjIPSuUi6T6U7+6mTt3rq6b4MLCwvCvf/0LAwcODFifdD+bj4iIiChYAnETXPfu3b0+P9gXfj+bj4iIiCqXEMrH6vhTv7oJxE1w2dnZyMnJwf79+5GZmYmaNWsqjmtZq8oRgykiIiKD4t18NmPGjJG/t1qtum+Ce/zxx92W1bpWlSMGU0RERGRou3fvVrzWexNcINaqcsRgioiIyKB4N5+N0W98YzBFRERkULybz7P8/HxIkoQGDRr4VO/VV19V3S9JEqKiotCkSRPceuutMJvNmtpjMEVEREQho6ysDJMmTcKrr76K8+fPAwBq1aqFkSNHYuLEiS5zqNTMmDEDv//+Oy5evIg6depACIEzZ86gRo0aqFWrFoqKinD11Vdj3bp1SE1N9doel0YgIiIyKIGKO/r82qr6AirBiBEjMG/ePEybNg27d+/G7t27MW3aNMyfPx8jR47U1MaUKVNw44034vDhwzh58iROnTqFH3/8Ee3atcO///1vHDt2DElJSRg9erSm9piZIiIiMiirELDqmPekp65Rvffee1i6dCmys7Plfa1atULDhg3xwAMPYO7cuV7beOaZZ7B8+XI0btxY3tekSRO8/PLL6Nu3L44cOYJp06ahb9++mvrEYIqIiMigBPRll6pfKAVERUWhUaNGLvsbNWqEiIgITW0UFBSgrKzMZX9ZWRkKCwsBACkpKTh37pym9jjMR0RERCFj+PDh+Oc//4mSkhJ5X0lJCSZPnowRI0ZoaqNLly547LHHFEsu7N69G48//ji6du0KANi3bx/S09M1tcfMFBERkUFx0U5Xu3fvxpdffokGDRqgdevWAIDvvvsOpaWl6NatG/r06SOXXbFihWob8+fPR//+/ZGZmSlPWC8rK0O3bt0wf/58ALZJ7a+88oqmPjGYIiIiMiqdj5OpjuN8tWvXdpnLpOWOO0dJSUlYu3YtfvjhB/z4448QQqBZs2a49tpr5TJdunTR3B6DKSIiIgoZCxYsCFhbV199NSRJQuPGjREW5n9IxDlTREREBmWF0L2Rq4sXL2Lw4MGoUaMGWrRogWPHjgEAnnjiCbz44os+t8dgioiIyKB0rTGld4jQwP773//i/vvvR/v27XHDDTcoNi1ycnLw3XffYf369YiKipL3d+/eHcuWLfO5PwymiIiIKGS8+uqrePjhh5GQkIDdu3fjpptuQt26dXHkyBHF2lOefPjhh5g1axZuvvlmxcORmzdvjp9//tnnPjGYIiIiMij73Xx6tupm9uzZmDdvHmbNmoWIiAiMHz8ea9euxRNPPIHi4mJNbfz+++9ISEhw2X/hwgVFcKUVgykiIiKD4jCfq2PHjqFDhw4AgOjoaHlhzf79++O9997T1MaNN96I1atXy6/tAdSbb76JrKwsn/vEu/mIiIgoZCQlJeHkyZNIS0tDWloatm7ditatWyMvLw9CY/Q4depU9OrVCwcPHkRZWRn+/e9/48CBA9iyZQs2bNjgc5+YmSIiIjIo3s3nqmvXrli1ahUAYPDgwRg9ejR69OiBfv364Z577tHURocOHfDNN9/g4sWLaNy4MT7//HMkJiZiy5YtyMzM9LlPzEwREREZlN6huuo4zDdv3jxYrVYAwNChQxEfH49Nmzahd+/eGDp0qOZ2WrZsiUWLFgWkTwymiIiIDMoqBKw6IiI9dY2orKwMkydPxiOPPCKven7//ffj/vvv91r37Nmzms8TGxvrU784zEdEREQ+O336NPr374+4uDjExcWhf//+OHPmjMc6gwYNgiRJiq19+/aazxkWFoZ//etfsFgsPve3du3aqFOnjqbNV8xMERERGZTFatv01K8sDz30EI4fP47PPvsMAPD3v/8d/fv3l+czudOrVy/FI2EiIiJ8Om/37t2xfv16DBo0yKd669atk78/evQonnrqKQwaNEi+e2/Lli1YtGgRpk6d6lO7AIMpIiIiwzLqMN/333+Pzz77DFu3bkW7du0AVCwrcOjQIcUDg51FRkYiKSnJ73NnZ2cjJycH+/fvR2ZmJmrWrKk4fuedd6rW69Spk/z9888/j+nTp+PBBx9U1GvZsiXmzZuHgQMH+tQnBlNERETkky1btiAuLk4OpACgffv2iIuLw+bNmz0GU+vXr0dCQgJq166NTp06YfLkyaoLaLrz+OOPAwCmT5/uckySJE1DgFu2bMHcuXNd9rdt2xaPPvqo5r7Ycc4UERGRQVmFgEXHZs9MnT17VrGVlJTo6ldhYaFqAJSQkIDCwkK39bKzs/HOO+/gq6++wiuvvIIdO3aga9euPvXHarW63bTOpUpNTVUNpt544w15YrsvmJkiIiIyKNsjYfQM89m+OgcIEydORG5urkv53NxcTJo0yWObO3bsAADVx64IITw+jqVfv37y9xkZGWjbti3S0tKwevVq9OnTx+N5A2nGjBno27cv1qxZI0+A37p1K37++WcsX77c5/YYTBEREVVz+fn5itv9IyMjVcuNGDECDzzwgMe2GjVqhL179+K3335zOfb7778jMTFRc7+Sk5ORlpaGw4cPa67z6quvqu6XJAlRUVFo0qQJbr31VpjNZrdt3H777Th8+DDmzJmD77//HkII3HXXXRg6dCgzU0RERNVJoO7mi42N1bR2Ur169VCvXj2v5bKyslBcXIzt27fjpptuAgBs27YNxcXF8nPztDh58iTy8/ORnJysuc6MGTPw+++/4+LFi6hTpw6EEDhz5gxq1KiBWrVqoaioCFdffTXWrVunCIz27t2LjIwMmEy2GU4NGjTA5MmT3Z7nwIEDuPbaaxEW5j1U4pwpIiIig7LfzadnqwzXXXcdevXqhSFDhmDr1q3YunUrhgwZgjvuuEMx+bxZs2ZYuXIlAOD8+fMYN24ctmzZgqNHj2L9+vXo3bs36tWrp/kxMAAwZcoU3HjjjTh8+DBOnjyJU6dO4ccff0S7du3w73//G8eOHUNSUhJGjx6tqNemTRucPHlS83mysrJw7NgxTWWZmSIiIiKfvfPOO3jiiSfQs2dPALalBWbNmqUoc+jQIRQXFwMAzGYz9u3bh8WLF+PMmTNITk5Gly5dsGzZMsTExGg+7zPPPIPly5ejcePG8r4mTZrg5ZdfRt++fXHkyBFMmzYNffv2VdQTQuDZZ59FjRo1NJ2ntLRUc58YTBERERmU/a48PfUrS3x8PJYsWeKxjHA4f3R0NNasWaP7vAUFBSgrK3PZX1ZWJt9JmJKSgnPnzimO33rrrTh06JDm82RlZSE6OlpTWQZTREREBmVFxR15/tavbrp06YLHHnsMb731Ftq0aQMA2L17Nx5//HF07doVALBv3z6kp6cr6q1fv77S+sQ5U0RERAZlsQrdW3Uzf/58xMfHIzMzE5GRkYiMjETbtm0RHx+P+fPnAwBq1aqFV155JWh9YmaKiIiIQkZSUhLWrl2LH374AT/++COEEGjWrJli4nuXLl2C2icGU0RERAYldN6RJypxzlRVcwygPC0UGgwc5iMiIjIoi9C/VUeLFy9Gy5YtER0djejoaLRq1Qpvv/12lfWHmSkiIiIKGdOnT8ezzz6LESNGoGPHjhBC4JtvvsHQoUPxxx9/uKwvFQwMpoiIiAxK78KblbVoZ1V67bXXMGfOHAwYMEDed9ddd6FFixbIzc1lMEVEREQV9N6RVx3v5isoKFB9ZE2HDh1QUFBQBT2q4jlTGzduRO/evZGSkgJJkvDhhx8qjgshkJubi5SUFERHR6Nz5844cOCAokxJSQlGjhyJevXqoWbNmrjzzjtx/PjxIF4FERERBUuTJk3w/vvvu+xftmwZrrnmmiroURVnpi5cuIDWrVvj4Ycfdln2HQCmTZuG6dOnY+HChWjatCleeOEF9OjRA4cOHZKXnh81ahRWrVqFpUuXom7duhg7dizuuOMO7Nq1y+MTo4mIiIyOw3yuJk2ahH79+mHjxo3o2LEjJEnCpk2b8OWXX6oGWcFQpcFUdnY2srOzVY8JITBz5kxMmDABffr0AQAsWrQIiYmJePfdd/HYY4+huLgY8+fPx9tvv43u3bsDAJYsWYLU1FR88cUXuO2224J2LURERIGm94686ng3X9++fbFt2zbMmDEDH374IYQQaN68ObZv3y6viB5shp0zlZeXh8LCQvkBigAQGRmJTp06YfPmzXjsscewa9cuXL58WVEmJSUFGRkZ2Lx5s9tgqqSkBCUlJfLrs2fPVt6FEBERUUBlZmZ6fS5gMBl2nSn7wwoTExMV+xMTE+VjhYWFiIiIQJ06ddyWUTN16lTExcXJW2pqaoB7T0REpJ99mE/PVh39/PPPeOaZZ/DQQw+hqKgIAPDZZ5+5zKsOFsMGU3bOq5oKIbyudOqtTE5ODoqLi+UtPz8/IH0lIiIKJKtV6N6qmw0bNqBly5bYtm0bli9fjvPnzwMA9u7di4kTJ1ZJnwwbTCUlJQGAS4apqKhIzlYlJSWhtLQUp0+fdltGTWRkJGJjYxUbERGR0Vh1rn5eDWMpPPXUU3jhhRewdu1aREREyPu7dOmCLVu2VEmfDBtMpaenyw8ztCstLcWGDRvk9SUyMzMRHh6uKFNQUID9+/errkFBREREoW3fvn245557XPbXr18fJ0+erIIeVfEE9PPnz+Onn36SX+fl5WHPnj2Ij49Hw4YNMWrUKEyZMgXXXHMNrrnmGkyZMgU1atTAQw89BACIi4vD4MGDMXbsWNStWxfx8fEYN24cWrZsKd/dR0REFKq4NIKr2rVro6CgAOnp6Yr9u3fvxlVXXVUlfarSYGrnzp3o0qWL/HrMmDEAgIEDB2LhwoUYP348Ll26hGHDhuH06dNo164dPv/8c3mNKQCYMWMGwsLCcP/99+PSpUvo1q0bFi5cyDWmiIgo5FmEgEVHQKSnrlE99NBD+Mc//oEPPvgAkiTBarXim2++wbhx4xSPmAkmSYhq+E776OzZs4iLi8PDSEW0ZBv5NDtMYDdLUOwzO8xt97TP5PTaW113r1374f3cWts1OXwvlRcwlX+VzCb3x0wVxyrKO7ZlcirvcE6VdivaN7m0BQAmk7JPzud07KvaeZ3bVVyb4lpMiuNq5SSHQF3uj0mlvL0Nk8o+s8o5Te7P7XjcVH5+53KO5/F0XDKZ7SeuKKzoo9Nxh3LyORR1za7nd6rr+J5BpY2KPjn10U0/3fXR+T2Qj5f/v7Z/FZJDOcX3kuI8wqmeu+/Vy0nuz2ny0K7WPno6NwBRXs7+E96eobD/wHecS+P4a8C+37mcoozjeYT3co6/ZZz7oaxrrydU6qmc06mccxbGYlXutwcW8murorhKOXs7ynoXz5/DvTdeg+Li4kqbc2v/vTRr3X5E14rxXsGNS+fPYUSXjErta7BdvnwZgwYNwtKlSyGEQFhYGMrKyvDXv/61ypIphl1nioiI6Eqn94686ng3X3h4ON555x3885//xLfffgur1Yo2bdpU2aNkAAZTREREhmWBzhXQA9YT47BPCXK0detWSJKEqKgoNGnSBHfddRfi4+OD1icGU0RERBQydu/ejW+//RYWiwXXXnsthBA4fPgwzGYzmjVrhtmzZ2Ps2LHYtGkTmjdvHpQ+GXZpBCIioisdV0B3ddddd6F79+749ddfsWvXLnz77bc4ceIEevTogQcffBAnTpzArbfeitGjRwetT8xMERERGRTv5nP1r3/9C2vXrlVMqI+NjUVubi569uyJJ598Es8995ziub2VjZkpIiIiChnFxcXy8/gc/f777zh79iwA21pUpaWlQesTM1NEREQGZbUKeWkGf+tXN3fddRceeeQRvPLKK7jxxhshSRK2b9+OcePG4e677wYAbN++HU2bNg1anxhMERERGZRFZzClp65RvfHGGxg9ejQeeOABlJWVAQDCwsIwcOBAzJgxAwDQrFkzvPXWW0HrE4MpIiIig2Iw5apWrVp48803MWPGDBw5cgRCCDRu3Bi1atWSy1x//fVB7RODKSIiIgo5tWrVQqtWraq6GwAYTBERERmWxaovu+T8yByqHAymiIiIDIrDfKGBSyMQERER6cBgioiIyKDsmSk9W2WZPHkyOnTogBo1aqB27dqa6gghkJubi5SUFERHR6Nz5844cOBApfUxWBhMERERGZRVZyBVmetMlZaW4r777sPjjz+uuc60adMwffp0zJo1Czt27EBSUhJ69OiBc+fOVVo/g4HBFBEREfls0qRJGD16NFq2bKmpvBACM2fOxIQJE9CnTx9kZGRg0aJFuHjxIt59991K7m3lYjBFRERkUBahc5iv/Nl8Z8+eVWwlJSVBv5a8vDwUFhYqnpkXGRmJTp06YfPmzUHvTyAxmCIiIjKoQM2ZSk1NRVxcnLxNnTo16NdSWFgIAEhMTFTsT0xMlI+FKgZTRERE1Vx+fj6Ki4vlLScnR7Vcbm4uJEnyuO3cuVNXXyRJUrwWQrjsCzVcZ4qIiMigArXOVGxsLGJjY72WHzFiBB544AGPZRo1auRXX5KSkgDYMlTJycny/qKiIpdsVahhMEVERGRQZVYBs45gqszHuvXq1UO9evX8Pp8n6enpSEpKwtq1a9GmTRsAtjsCN2zYgJdeeqlSzhksHOYjIiIyKCOvM3Xs2DHs2bMHx44dg8ViwZ49e7Bnzx6cP39eLtOsWTOsXLkSgG14b9SoUZgyZQpWrlyJ/fv3Y9CgQahRowYeeuihSutnMDAzRURERD577rnnsGjRIvm1Pdu0bt06dO7cGQBw6NAhFBcXy2XGjx+PS5cuYdiwYTh9+jTatWuHzz//HDExMUHte6AxmCIiIjIoq87sUmUu2rlw4UIsXLjQYxkhlOeXJAm5ubnIzc2ttH5VBQZTREREBmURFWtF+VufKh/nTBERERHpwMwUERGRQQVqaQSqXAymiIiIDIrBVGjgMB8RERGRDsxMERERGRQzU6GBwRQREZFBWYQVFqtVV32qfBzmIyIiItKBmSkiIiKDMvKinVSBwRQREZFBWawCJs6ZMjwGU0RERAZVZgUkHQFRGadMBQXnTBERERHpwMwUERGRQXGYLzQwmCIiIjIoBlOhgcN8RERERDowM0VERGRQzEyFBgZTREREBsV1pkIDh/mIiIiIdGBmioiIyKAsVqFrnSkO8wUHgykiIiKDEkJA6AiIhGAwFQwc5iMiIiLSgZkpIiIig7Jaha5J5JyAHhwMpoiIiAxKCKFrqI7DfMHBYIqIiMighFXnnClmpoKCc6aIiIiIdGBmioiIyKA4Zyo0GDozlZubC0mSFFtSUpJ8XAiB3NxcpKSkIDo6Gp07d8aBAweqsMdERESBI6z6N6p8hg6mAKBFixYoKCiQt3379snHpk2bhunTp2PWrFnYsWMHkpKS0KNHD5w7d64Ke0xERERXEsMP84WFhSmyUXZCCMycORMTJkxAnz59AACLFi1CYmIi3n33XTz22GPB7ioREVFA8W6+0GD4zNThw4eRkpKC9PR0PPDAAzhy5AgAIC8vD4WFhejZs6dcNjIyEp06dcLmzZurqrtEREQBY58zpWejymfozFS7du2wePFiNG3aFL/99hteeOEFdOjQAQcOHEBhYSEAIDExUVEnMTERv/zyi8d2S0pKUFJSIr8+e/Zs4DtPREREVwRDZ6ays7PRt29ftGzZEt27d8fq1asB2Ibz7CRJUtQRQrjsczZ16lTExcXJW2pqauA7T0REpJN9nSk9W2WZPHkyOnTogBo1aqB27dqa6gwaNMjlxrL27dtXWh+DxdDBlLOaNWuiZcuWOHz4sDyPyp6hsisqKnLJVjnLyclBcXGxvOXn51dan4mIiPymN5CqxGCqtLQU9913Hx5//HGf6vXq1UtxY9knn3xSST0MHkMP8zkrKSnB999/j1tuuQXp6elISkrC2rVr0aZNGwC2D3bDhg146aWXPLYTGRmJyMjIYHSZiIioWpo0aRIAYOHChT7Vi4yMVL2xLJQZOjM1btw4bNiwAXl5edi2bRvuvfdenD17FgMHDoQkSRg1ahSmTJmClStXYv/+/Rg0aBBq1KiBhx56qKq7TkREpJtVCN2b0axfvx4JCQlo2rQphgwZgqKioqrukm6GzkwdP34cDz74IP744w/Ur18f7du3x9atW5GWlgYAGD9+PC5duoRhw4bh9OnTaNeuHT7//HPExMRUcc+JiIj0E0Lns/nKgynnG62qaoQmOzsb9913H9LS0pCXl4dnn30WXbt2xa5du0J6xMjQwdTSpUs9HpckCbm5ucjNzQ1Oh4iIiIIoUA86dr7RauLEiaq/O3Nzc+XhO3d27NiBtm3b+tWffv36yd9nZGSgbdu2SEtLw+rVq+U1I0ORoYMpIiIi0i8/Px+xsbHya3dZoBEjRuCBBx7w2FajRo0C1q/k5GSkpaXh8OHDAWuzKjCYIiIiMiirFZB0PejY9jU2NlYRTLlTr1491KtXz+/z+erkyZPIz89HcnJy0M5ZGQw9AZ2IiOhKZn+cjJ6tshw7dgx79uzBsWPHYLFYsGfPHuzZswfnz5+XyzRr1gwrV64EAJw/fx7jxo3Dli1bcPToUaxfvx69e/dGvXr1cM8991RaP4OBmSkiIiLy2XPPPadYRNu+TNG6devQuXNnAMChQ4dQXFwMADCbzdi3bx8WL16MM2fOIDk5GV26dMGyZctC/sYxBlNEREQGJay2TU/9yrJw4UKva0w5Zsaio6OxZs2ayutQFWIwRUREZFBWq9A5Z8p460xVR5wzRURERKQDM1NEREQGFah1pqhyMZgiIiIyKAZToYHDfEREREQ6MDNFRERkUFYhIOlYK8qIDzqujhhMERERGRSH+UIDgykiIiKDEkJnMMXMVFBwzhQRERGRDsxMERERGZSwCl0Lb3KYLzgYTBERERmU3ocVc5gvODjMR0RERKQDM1NEREQGxbv5QgODKSIiIoOyWgXABx0bHof5iIiIiHRgZoqIiMighNUCYbXoqk+Vj8EUERGRQTGYCg0c5iMiIiLSgZkpIiIigxJWq87MlDWAvSF3GEwREREZlLBYICw6gikddUk7BlNEREQGJYTOOVOCwVQwcM4UERERkQ7MTBERERkU7+YLDQymiIiIDIrBVGjgMB8RERGRDsxMERERGRQzU6GBwRQREZFBcZ2p0MBhPiIiIiIdmJkiIiIyKKvVAujITFk5zBcUDKaIiIgMinOmQgOH+YiIiIh0YGaKiIjIoJiZCg3MTBERERlV+YOO/d1QSQ86Pnr0KAYPHoz09HRER0ejcePGmDhxIkpLSz3WE0IgNzcXKSkpiI6ORufOnXHgwIFK6WMwMZgiIiIyKPuDjv3eKulBxz/88AOsViveeOMNHDhwADNmzMDcuXPx9NNPe6w3bdo0TJ8+HbNmzcKOHTuQlJSEHj164Ny5c5XSz2DhMB8RERH5pFevXujVq5f8+uqrr8ahQ4cwZ84cvPzyy6p1hBCYOXMmJkyYgD59+gAAFi1ahMTERLz77rt47LHHgtL3ysDMFBERkUHZF+30f7Mt2nn27FnFVlJSEvC+FhcXIz4+3u3xvLw8FBYWomfPnvK+yMhIdOrUCZs3bw54f4KJwRQREZFB6QukKiavp6amIi4uTt6mTp0a0H7+/PPPeO211zB06FC3ZQoLCwEAiYmJiv2JiYnysVDFYIqIiKiay8/PR3Fxsbzl5OSolsvNzYUkSR63nTt3Kur8+uuv6NWrF+677z48+uijXvsiSZLitRDCZV+o4ZwpIiIigxJWK6Dj+Xr2Yb7Y2FjExsZ6LT9ixAg88MADHss0atRI/v7XX39Fly5dkJWVhXnz5nmsl5SUBMCWoUpOTpb3FxUVuWSrQg2DKSIiIoMSOh8n4+s6U/Xq1UO9evU0lT1x4gS6dOmCzMxMLFiwACaT58Gu9PR0JCUlYe3atWjTpg0AoLS0FBs2bMBLL73kUz+NhsN8RERE5JNff/0VnTt3RmpqKl5++WX8/vvvKCwsdJn71KxZM6xcuRKAbXhv1KhRmDJlClauXIn9+/dj0KBBqFGjBh566KGquIyAYWaKiIjIoIKdmdLq888/x08//YSffvoJDRo0UJ5TCPn7Q4cOobi4WH49fvx4XLp0CcOGDcPp06fRrl07fP7554iJiamUfgYLgykiIiKDslotkAwYTA0aNAiDBg3yfn6HwAqwZadyc3ORm5tbKf2qKhzmIyIiItKBmSkiIiKDEhYrIOnITFn8vxOQtGMwRUREZFBC6JwzVUnP5iOlajPMN3v2bKSnpyMqKgqZmZn4+uuvq7pLREREugRqBXSqXNUimFq2bBlGjRqFCRMmYPfu3bjllluQnZ2NY8eOVXXXiIiIqJqrFsHU9OnTMXjwYDz66KO47rrrMHPmTKSmpmLOnDlV3TUiIiK/MTMVGkJ+zlRpaSl27dqFp556SrG/Z8+ebp9CXVJSonhi9tmzZyu1j0RERP4QVou+CegMpoIi5IOpP/74AxaLxaenUE+dOhWTJk1y2V8KK8zlS2KYUfHQRXv6zr7P7FDH0z7J6bVrOeevkur5vJU3OyzjYXJ4WKRZsn+VVF87l7c/aFLeJ1U0LMl9K782h7VD5H0O/ZVgVR6zOpxTVCREJSEpvsrHhPLa7X2SrLbjJquyXft+uXz5DSySqbxdi+24VP4mSGaHPjg8AsFk31/+1fGY/XvJXPHDyd6OST5mcjkmSSr7zK7ntPdVrYxjO5LZrFpOcnqUg+Tcrr2PJrP9xBWFHa/T7HRc5T2A5FjX7Hp+p7pym47tOZxf7pPk1Een87u053Qtzu+B3E/537TtuHD4TKD4XlKcRy7ntry9nKRyTMM5PewTjg9+1dKupLx2e337f1Vr+Tf2/7lWh58bjmsBWZXLAsmvFWUczyO8l3Ns0rkfinPa2yr/xnGJImV/1ctZndY0st/IZt9f8VV53LlvFns5uR37eWxfL54/p3hdqSyXoesslsuB6gl5EPLBlJ0vT6HOycnBmDFj5Nd5eXm4/vrr8Q5OODQA9e+JiIgAnDt3DnFxcZXSdkREBJKSklB48H3dbSUlJSEiIiIAvSJ3Qj6YqlevHsxms0sWytNTqCMjIxEZGSm/TktLAwAcO3as0v5jVKWzZ88iNTUV+fn5mp4aHkp4baGJ1xaaeG02QgicO3cOKSkpldafqKgo5OXlobS0VHdbERERiIqKCkCvyJ2QD6YiIiKQmZmJtWvX4p577pH3r127FnfddZemNuxDNHFxcdXuB4Sj2NjYant9vLbQxGsLTbw2BOUP76ioKAZBISLkgykAGDNmDPr374+2bdsiKysL8+bNw7FjxzB06NCq7hoRERFVc9UimOrXrx9OnjyJ559/HgUFBcjIyMAnn3wiD98RERERVZZqEUwBwLBhwzBs2DC/6kZGRmLixImKeVTVSXW+Pl5baOK1hSZeG5E6SQTl3k4iIiKi6qlarIBOREREVFUYTBERERHpwGCKiIiISAcGU0REREQ6MJgCMHv2bKSnpyMqKgqZmZn4+uuvq7pLPsvNzYUkSYotKSlJPi6EQG5uLlJSUhAdHY3OnTvjwIEDVdhj9zZu3IjevXsjJSUFkiThww8/VBzXci0lJSUYOXIk6tWrh5o1a+LOO+/E8ePHg3gV6rxd26BBg1w+x/bt2yvKGPXapk6dihtvvBExMTFISEjA3XffjUOHDinKhOpnp+XaQvWzmzNnDlq1aiUvVpmVlYVPP/1UPh6qnxng/dpC9TMj47nig6lly5Zh1KhRmDBhAnbv3o1bbrkF2dnZOHbsWFV3zWctWrRAQUGBvO3bt08+Nm3aNEyfPh2zZs3Cjh07kJSUhB49euDcuXNV2GN1Fy5cQOvWrTFr1izV41quZdSoUVi5ciWWLl2KTZs24fz587jjjjtgsVTtE9S9XRsA9OrVS/E5fvLJJ4rjRr22DRs2YPjw4di6dSvWrl2LsrIy9OzZExcuXJDLhOpnp+XagND87Bo0aIAXX3wRO3fuxM6dO9G1a1fcddddcsAUqp8Z4P3agND8zMiAxBXupptuEkOHDlXsa9asmXjqqaeqqEf+mThxomjdurXqMavVKpKSksSLL74o7/vzzz9FXFycmDt3bpB66B8AYuXKlfJrLddy5swZER4eLpYuXSqXOXHihDCZTOKzzz4LWt+9cb42IYQYOHCguOuuu9zWCZVrE0KIoqIiAUBs2LBBCFG9PjvnaxOien12derUEW+99Va1+szs7NcmRPX6zKhqXdGZqdLSUuzatQs9e/ZU7O/Zsyc2b95cRb3y3+HDh5GSkoL09HQ88MADOHLkCAAgLy8PhYWFiuuMjIxEp06dQu46tVzLrl27cPnyZUWZlJQUZGRkhMT1rl+/HgkJCWjatCmGDBmCoqIi+VgoXVtxcTEAID4+HkD1+uycr80u1D87i8WCpUuX4sKFC8jKyqpWn5nztdmF+mdGxlBtVkD3xx9//AGLxYLExETF/sTERBQWFlZRr/zTrl07LF68GE2bNsVvv/2GF154AR06dMCBAwfka1G7zl9++aUquus3LddSWFiIiIgI1KlTx6WM0T/X7Oxs3HfffUhLS0NeXh6effZZdO3aFbt27UJkZGTIXJsQAmPGjMHNN9+MjIwMANXns1O7NiC0P7t9+/YhKysLf/75J2rVqoWVK1eiefPmcsAQyp+Zu2sDQvszI2O5ooMpO0mSFK+FEC77jC47O1v+vmXLlsjKykLjxo2xaNEieUJldbhOO3+uJRSut1+/fvL3GRkZaNu2LdLS0rB69Wr06dPHbT2jXduIESOwd+9ebNq0yeVYqH927q4tlD+7a6+9Fnv27MGZM2ewfPlyDBw4EBs2bJCPh/Jn5u7amjdvHtKfGRnLFT3MV69ePZjNZpe/MIqKilz+Egs1NWvWRMuWLXH48GH5rr7qcJ1ariUpKQmlpaU4ffq02zKhIjk5GWlpaTh8+DCA0Li2kSNH4qOPPsK6devQoEEDeX91+OzcXZuaUPrsIiIi0KRJE7Rt2xZTp05F69at8e9//7tafGburk1NKH1mZCxXdDAVERGBzMxMrF27VrF/7dq16NChQxX1KjBKSkrw/fffIzk5Genp6UhKSlJcZ2lpKTZs2BBy16nlWjIzMxEeHq4oU1BQgP3794fc9Z48eRL5+flITk4GYOxrE0JgxIgRWLFiBb766iukp6crjofyZ+ft2tSE0mfnTAiBkpKSkP7M3LFfm5pQ/syoigV9yrvBLF26VISHh4v58+eLgwcPilGjRomaNWuKo0ePVnXXfDJ27Fixfv16ceTIEbF161Zxxx13iJiYGPk6XnzxRREXFydWrFgh9u3bJx588EGRnJwszp49W8U9d3Xu3Dmxe/dusXv3bgFATJ8+XezevVv88ssvQght1zJ06FDRoEED8cUXX4hvv/1WdO3aVbRu3VqUlZVV1WUJITxf27lz58TYsWPF5s2bRV5enli3bp3IysoSV111VUhc2+OPPy7i4uLE+vXrRUFBgbxdvHhRLhOqn523awvlzy4nJ0ds3LhR5OXlib1794qnn35amEwm8fnnnwshQvczE8LztYXyZ0bGc8UHU0II8frrr4u0tDQREREhbrjhBsXtzqGiX79+Ijk5WYSHh4uUlBTRp08fceDAAfm41WoVEydOFElJSSIyMlLceuutYt++fVXYY/fWrVsnALhsAwcOFEJou5ZLly6JESNGiPj4eBEdHS3uuOMOcezYsSq4GiVP13bx4kXRs2dPUb9+fREeHi4aNmwoBg4c6NJvo16b2nUBEAsWLJDLhOpn5+3aQvmze+SRR+Sff/Xr1xfdunWTAykhQvczE8LztYXyZ0bGIwkhRPDyYERERETVyxU9Z4qIiIhILwZTRERERDowmCIiIiLSgcEUERERkQ4MpoiIiIh0YDBFREREpAODKSIiIiIdGEwRERER6cBgioiIiEgHBlNEREREOjCYIrrCdO7cGU888QTGjx+P+Ph4JCUlITc3FwCwfv16RERE4Ouvv5bLv/LKK6hXrx4KCgrk+iNGjMCIESNQu3Zt1K1bF8888wz4ZCoiulIxmCK6Ai1atAg1a9bEtm3bMG3aNDz//PNYu3YtOnfujFGjRqF///4oLi7Gd999hwkTJuDNN99EcnKyon5YWBi2bduGV199FTNmzMBbb71VhVdERFR1+KBjoitM586dYbFYFNmnm266CV27dsWLL76I0tJStG/fHtdccw0OHDiArKwsvPnmm4r6RUVFOHDgACRJAgA89dRT+Oijj3Dw4MGgXw8RUVVjZoroCtSqVSvF6+TkZBQVFQEAIiIisGTJEixfvhyXLl3CzJkzXeq3b99eDqQAICsrC4cPH4bFYqnUfhMRGRGDKaIrUHh4uOK1JEmwWq3y682bNwMATp06hVOnTgW1b0REoYbBFBEp/Pzzzxg9ejTefPNNtG/fHgMGDFAEWgCwdetWl9fXXHMNzGZzMLtKRGQIDKaISGaxWNC/f3/07NkTDz/8MBYsWID9+/fjlVdeUZTLz8/HmDFjcOjQIbz33nt47bXX8OSTT1ZRr4mIqlZYVXeAiIxj8uTJOHr0KFatWgUASEpKwltvvYX7778fPXr0wPXXXw8AGDBgAC5duoSbbroJZrMZI0eOxN///vcq7DkRUdXh3XxE5JPOnTvj+uuvV52YTkR0JeIwHxEREZEODKaIiIiIdOAwHxEREZEOzEwRERER6cBgioiIiEgHBlNEREREOjCYIiIiItKBwRQRERGRDgymiIiIiHRgMEVERESkA4MpIiIiIh0YTBERERHp8P88T7t55xG9JgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots()\n",
    "diff = np.rad2deg(om2cice1_grid.ulon.values) - om2mom1_grid.x[2::2,2::2]\n",
    "diff.plot()\n",
    "axes.set_title('1° grid ULON error')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '1° grid TLON error')"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots()\n",
    "diff = np.rad2deg(om2cice1_grid.tlon.values) - om2mom1_grid.x[1::2,1::2]\n",
    "diff.plot()\n",
    "axes.set_title('1° grid TLON error')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '1° grid ULAT relative error')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots()\n",
    "diff = (np.rad2deg(om2cice1_grid.ulat.values) - om2mom1_grid.y[2::2,2::2])/om2mom1_grid.y[2::2,2::2]\n",
    "diff.plot()\n",
    "axes.set_title('1° grid ULAT relative error')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '1° grid TLAT relative error')"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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aCKXBfVpamkhLSxOAWLZsmWrd58yZI/R6vbj++uvFxx9/LFatWiXef/998cc//lHVqPmnfu9jDaifeOIJ1Ty09kMoFBKA0Ol04v777xdffvmluOuuuwQg+vfvLzweT9e0ZrNZ5OTkfOe6/pAA4uOPP+72WU1NjQCE1WoVf//738X27dvFX//6VyFJkli1atUJL9Pj8Yjo6GjN41crU6dOFVOnTlXNa+DAgeLNN98UQgixcuVKAYiWlpauaa6//nphMpnEyJEjxerVq8XKlSvF4MGDxaRJk1TLSE1NFUajUciyLB588MFuv8vPzxcmk0lcddVVYsuWLeLdd98VMTEx4oEHHuiaxmQyCZPJJO666y6xbds28cILLwiz2Sxef/11IYQQhw4dEpIkiaqqqm7zPuWUU8Rdd931o7bHsYwePVpMmDBBVFVViUAgIN58800hSZLIy8v7SfP7NSZcGArnv5JjBZOefo6/uP2U7NmzR0yePFmYzWYRExMjrr76avH6668LQOzcubNruh9TGBJCiMrKSnHeeecJu90uHA6HOO+888T69et/lsKQ1s99990nZsyYIYxGo6ivr9dcxuzZs4Verxe1tbU/eLk9RaswJIRS6PrNb34jsrKyhMFgEDExMWLo0KHi7rvvFp2dnd2+z78Xhrxer7jttttEamqqMJvNYsiQIeKTTz4Rl19+uaowtHz5clFYWChMJpMAxOWXXy6E0C4MCSHEn//8ZwGI9PR0EQwGe1z3Tz75REyaNElEREQIk8kkMjIyxPnnny+WL1/+vdvkh3zvn1IYOratzjnnHJGRkSEMBoOIiooSgLDZbN1+AJGcnNxtWd/1o9U7safCUFVVlQDEhRde2O3zs846S8yePbvr/8d6Y2r92Gy2Hpf5zjvvCL1eL2pqarQ38nGpqKgQsiyLjz76qNvnv//978WsWbO6/t9TYehYj89/73m3detWAYh9+/Z1m19JSYnYtWuXmDt3roiJiRHvvPNO1+9yc3NFenq6CAQCXZ/97W9/E0lJSV3/NxgMYvTo0d3meeutt4pRo0YJIYT44IMPetyfer2+qyfjj92fhw4dEuPHj+8qSA8fPlxcfPHFok+fPj94+/7aIwkhxE+uVgonnP+Pct111/Huu+/S1NSE0Wj8b69OOOH0GEmS+Pjjj5kxYwagDA558cUXs3fvXlX7L7vdTlJSEn6/n8OHD3/nfKOjo3vsAHD88kBp02Kz2bjvvvu45557uj6/8847Wbt2LevWrQOgvLz8Owf4lGW5x95up5xyChEREXz88cffuc7/noceeohnnnmGqqqqbr3zBg8ezO7du7vaEAkhCIVC6HQ67r77bh544AHuu+8+5syZ023QTbfbjdVqZdmyZV0j3B+fhx9+mDfffLOrd+KECRMwGAwsX768a5olS5Zwxhln4PV6MRqNZGRkcOqpp3YbWf9Y252qqqqfdX86nU7a29tJTk5m1qxZdHZ2snjx4u+cTzhKwg2ow/mfzIMPPkhKSgrZ2dl0dnayaNEiXn75Ze65555wQSic/69SWFhIMBikvr5es32NwWCgoKDgP7ZMo9HI8OHDuw1RAHDgwIFuDYZ79er1o+d95MgRVq5c+aNeuiyEYN68eVx22WWqYQrmz5/frU3Z5s2bueqqq1izZk3XqN5jx44lEAhw+PDhrs8OHDgAqBtAH7/cf3+339ixY3nnnXcIhUJdbZMOHDhAcnJy13ll7Nix37ndfs79abPZsNlstLS08MUXX3Rr/B7O9+S/Wi8VTjg/U+bMmSPy8vKE1WoVRqNR9OvXTzz11FMiFAr9t1ctnHBU6ejoENu3bxfbt28XQFc7nWMDO1588cUiMzNTzJ8/X5SUlIhNmzaJRx99VCxevPhnWZ4QQixYsEAYDAYxd+5ccfDgQfHMM88InU4n1qxZc0Lf9Z577hEpKSndHjUdy8aNG0V+fr6orKzs9vny5csFIIqKir53/j09JgsGg2LIkCFi/PjxYtu2bWLLli1i5MiR4tRTT+2a5l//+pdYuHChOHDggDhw4IB49dVXRUREhLj77ru7pikvLxd2u13ccsstYv/+/WLRokUiISFBPPzww13TbNq0Sej1evHII4+IgwcPirfffltYrVbx1ltvdU3zn96fS5cuFUuWLBElJSVi2bJlYtCgQWLEiBGqwT7D0U64MBROOOGE81/OsQv48T/H2kf5fD5x7733iszMTGEwGERSUpI455xzxK5du36W5R3LK6+8Inr37i3MZrMYNGiQ+OSTT07oex5r3P7nP//5O9fr+HZgF154oWpkca30VBgSQmkHde655wq73S4SExPFFVdc0W1U+6efflr069dPWK1WERERIQoLC8Vzzz2nanO2fv16MXLkSGEymUR2drZ45JFHVAW7zz77TPTv31+YTCZRUFDQbeRwIf7z+/P9998X2dnZwmg0iqSkJHHzzTeL1tbWnzSvX2vCbYbCCSeccMIJJ5xfdcLjDIUTTjjhhBNOOL/qhAtD4YQTTjjhhBPOrzrh3mQoo61WV1fjcDh+8vD24YQTTjjh/DoihKCjo4OUlJQeR7z+T8Xj8eDz+U54Pkaj8Se/U+7XknBhCKiuriY9Pf2/vRrhhBNOOOH8f5SKigrS0tJ+lnl7PB6yMuzU1ge/f+LvSVJSEkeOHAkXiL4j4cIQ4HA4AJiYcT3lV2Tgiw1gjPQQ8Cqbx2Dxkx3bjFkfYOf2LAxtMoHIEBeNX8uGpiw63kyjfpjSDj17gYeyMy3oe3US9amN4Oxm2pxmfO0mJL3AUGkkZmg9AHXlMQgZJJ1gWF4pTQ+kE31vJb1t9XxR1YeOQ1FdDzItVRLGDmjpH2Rs4X5OijrIF039KZmfg7UuRNM5ysBnkzIPsefJATQU6ojbGaKpr4w/y4O+3Iy5CaZduo4N9wwHoP3GTpzbY0j/0smhS02kpDfR2GGDw3bMDeCJhXNOXw/Ah2tHIcV4odGMFILkNUHar+zAPD8Kb6SELwLidyh3MIbf13G4KgHzYROelAA5b3sxPdjAwXWZJA+vpnpnMiGTsr1CRoHkk5B9EnJAwm8PKfPolAnpBSGjMp0wCmUar0TKoBpqNqeQO7YU773xHL7YhLlajydHGQ8kJ7Ue/1OJNAw2YmwHU5vAc14rEfMc1IzTIWQgzqPMt9nEzJO+4eOlYzA3gSceyOkkzuGkuiKW3m96qTjVBoCtsJmI5+2Mfngzi98ciycWAr08GI6YiS0K0ThIJn67cuLqf9tuVpb2JvZjK65EmezzDnNa7B7Wtuaybns+0XuUwdZ8DnCnCgiBo3crp6UWc8iZQMuDacTeV8GWA5mIoFJbKYUgsVczzVsT8Kf5EAEJY4SXSJsH3XsxtJ7tJFCuvAgzY5GbknPNJGyRcFxayejYI7yz+iT0bTL+yBCDCo/gCSjHd0lTDH63Ab0pgK/NjLFJT/YbNTSMV96IHr+6RpnusuRuNrRcACobWi4AlQ0tF4DKhpYLoJsNLReAyoamC1DZ0HIBqGxouQBUNrRcHG9DywWgsqHlAlDZ0HIBqGxouQBUNnpyAahsaLkAVDa0XAAqG1ouAJUNLRcAtaOi2fPug13Xjp8jPp+P2vogZVsziXD89Nqn9o4QGUNL8fl84cLQdyRcGOLbN0frZSOy2YxsCaCzQkhWNo/OqsNgM2LQy8gWMzqvTMgcwmw3oPeY0BnNyBbloq3Xg2w2o7MG0BvMYDWhE2Zkv3LC15mN6G3Kyydli7nrpG+wGdHrzRhsRkx2AzqrCdls7ioM6UwSOi/IliBGuxGLXY/BY0RnMqM3hNBZlZOl0W5AbzAjm3XK52aZoBV0ZjM6E5jsBvR689Hv5UdnNqPXB5EtJvQ2E7qgGXF0Wp1Zmf7YukpWCczKSV9vCKKz+tAbzASMEjoT6PXKyuptJmU7mUzIlgB6vYTBZlSWZTv6vY4WhjAJJJ2ELCsnfdmifA85IINedE0njEKZRpKU9TQr2yqoNyNbTOhMemSL1LV8oTejMxnRGUFvEOispq7tImTAqixeuE3K9j76nWUzSNYAelsA2WJGr5fQmY9tLxN6vVmZ3mRGZ4bQ0W2rN4SQzTJ6Q7BrP+isZvQGMzqTjMGm7DNjwKhsG6Pu6H4F2ayc9HVWZV0MfHssyBZzt8LQse8etMiIgITOKqGzCmU51iCho+uq14ujy1G2l9luUI5Lr0zQElK23dHCkM5tJogBnTmA7DMjm/XoZeW4VlwcPV6Ps6HlAlDZ0HIBqGxouQBUNrRcKNv2WxtaLkBtQ8sFoLKh5QJQ2dBycWwdutnQcHG8DS0XgMqGlotj6/rvNrRcKL6629By0fW9/s1GTy4AlQ0tF8qx3d2GlgvFbHcbWi4AlQ0tF0CXjV+iWYXdIWF3/PTlhAg3/fghCXetB9rb24mMjGTcxPuw7qyi6oq+PHnrS9zy/rUA2KqgbaQHEZI4q/9uvq7KYUqv/SxcNApD/zbcLiOmIgsAnnwPct3Ri4dP4voZS1l+/jAe+PwdZn19Pbj0yF6l0GBskfCkBHAc0DP5ko18vH4YuW97aLrbQ9u+GGSfhKFdWUdXgY/kpXr0rhBBk4ylwUdzgZm4nU4OXmvAEaPUDDlLI5gweg97nhvA8Fu3senZIViaQ9Re5EGSBfqtdpy9lSHpY7YakP3QOMpPn6c7OXiXibzkelyPphL4fRNVtdE4dijfJXGLm7rhFjr6+zBVGOk1rpyaxb2QguCPBE9ikGPmbEmdOFssRMZ10lYdAcYQycv0tOTJhIyQPrqCmuXKY8nzZq/m7d3DiV9ipuEMD/ZNynbsHOEm/nMzDVOVO8yLB2xm/nvjSZ5cQcWGdGQfRB8IUTMlAD6ZyJR22hqVWhFbtBtnrR0EmOt0GNpA6CB5Wjnla3rhTffh2KOcWBM3u6kbZqFjsJfUpBb0T8Vi/VMVB2oSyP2rl+Lf2In7RikQhgzQPNSP7ZCBwNBOREgi6R0z7hiZETdvY/MzQ+h/024Avt7QH1tmOx3NVnJf8tM4yEbMPg/ueCM6b4iAVTkGak4PYN1nxB+h1JJFFjQT+4iZgxebOWfMFpa/NZKOPOUiZK7W44sWhEwhsAZ4f8KL3HfGRUz+aAsvfnJ6Vy0aQCjRi3m/GW9fNxarD/+eSKaf+Q3LyvOZkHqYz/YMQJKV6SM3mnGmwr9mvcRtz1xL6mtF+IbmoO9QLuoBh7KtjFsPd7Oh5QJQ2dByAahsaLkAVDa0XADdbGi5AFQ2tFwAKhtaLgCVDS0XgMqGlovjbWi5AFQ2tFyA2oaWC0BlQ8sFoLLRkwtAZUPLBaCyoeUCUNnQcgGobGi5UHZYOyu3/pW2tjYiIiL4OXLsulS/P+OEa4YS8st+1nX9X0i4MMS3B93Isx6i9hwjKUt0tObKWE5qBKBtVxypX/sJGSVcCXoCZkCC1gEBonbpaR3sJ3O+Mq/WHAPIEDq5FbfHwIDUGrYf6sWlQ77BL3S8v2soliIF9dCz97Lpi374IwQRhyWiz6nEF9QzIKaate8PwVYriLiqAoDqpb3w2yHgEGR94qXkPCOOjDZkWRD3mJm2u5wAuFbFM+PiNWy8dRinv/A1K84dQsczQUJzE2kolPEn+cl/Wpk246VSDnfEUrInletOWcEri04l8iA0DwwxZsQ+mq5Ppn5UNADNY704tptIml4Od8fiiTfRdnUHrn1RRPZvwvxKNDXnKRfPUIsRW7kObwz84eyFPPHlmejcEsnrgtQP1aPzgHy0TWBHfoD0zyUK79nOio+GkTO1BIDDS7I55fwtbH+4EICKMwSO/XpCRgiaIWFrgJqxOoIWwe2nLuLvn07H1KzM09kriBztI3m+Ec/VLbTticVa0ErkKw7MDV54pInahcoFq6PQS8w6EwnftBD7Yg3rNxUQs0umLReuPvNL5q44hez+ykUgx9FE2bWZ7P+NDUOtgfjtIeTr6nDcquOUBdtYesMERj6zBYBP3h6HdWIDkX+10Xinh1BIoqMskuz5Po7MMKHvUEqOhk5IOb2c9lfTcSZJnDRrG7ubUzDqArR8nEZ7jsDQrkw74rS9bP20H+6+HmYN3IpBCvLmtlEU9i5nd1UyFrMf+asoZSOEIOqwn9LzIGqHgdaBAaJ260GA3gPW+gCyT6FfNcFA5MBG3GvjiDoYonpqkLRFMo0XKwXsuLeV2/zKM0PdbGi5ALUNLReAyoaWC0BlQ8sF0M2GlgtAZUPLBahtaLkAVDa0XAAqG1oujreh5QJQ2dByAahsaLkAVDa0XAAqGz25AFQ2tFwAKhtaLgC1DS0XoLKh5QKg7pxmDl36yxSGavf3OuHCUFJ+ebgw9D0Jd63/twQsMsPzjxA0S7jSgrS02mhptRFI8lE/1IC9uAnLBTXEzKjEFwmRe/VYG0MMyS/DUtmBpbIDSUDCZifyV1EkvWemwW0j90U/lZ4ovv7raAzmAN5YgTdW4DB4SF7vo9eAapKXVPOX7EXIz8ZhkgPIfqgfLuh8MY3OF9NwZgZJGFVDyBTCmWoiZAnSXh5JhNlDyY0SLR1WWjqsuAZ6KHXH0ppr5pV9Y6j/u0xlSTym1gBRgxswlxtImVtOytxydj01kJq2CDL61vDuy6cSMgra8gR9B5VR/mg+iXOriJ1dTuzscnDpcaUISrakUz/chjNZj29bNHK2k/ZOC62XdhJ0Ggg6DaCDoEW5M67yRmNok5kxZSOBm5oQfTpJ3OzDGwPeGIhI6KTynADLy/LIn3aI8vnZlM/PJn/aIZaX5VF5ToDKcwJEJHTijYHEzT5En04CNzUxY8pGDG0yVd5opKCyzKAFZflOA62XdtLeaUHOduLbFo0zWU/9cBslW9JxpQhcKQJcemJnl5M4t4ryR/PpO6iMtjylPca7L59KRt8aatoiqGmLYNdTA0mZW4653EDU4AZMrQEqS+Kp/7vMK/vG0JprptQdS6k7FtdADy0dVkpulIgwe2gvjyRkCSr7zhQiYVQNCaNqcGYG6XwxjfrhAtmPsu+fjeMv2YtIXlKtHBvrfSSv9+EwePDGCgzmAF//dTSVnihyX/TT4LaR9J4Z+asoEjY7SdjsRBJgqexgSH4Z1sYQkXv1+CIhZkYllgtqsBc3UT/UQP1QA4EkHy2tNlxpQYJmieH5R/BbZSIW2olYaMdvlfFb1Ta0XPRkQ8tFTza0XPRkQ8vF8Ta0XPRkQ8tFTza0XPRkQ8tFTza0XBxvQ8tFTza0XPRkQ8tFTza0XPRkoycXPdnQctGTDS0XPdnQctGTDS0XfqtMxOf2//bl6v9EMjMzkSSp28+f/vSn7/ybK664QvU3o0aN+oXWWDvhmiG+LYH3u34OjnYj5qYATX2NRJQrd46eaJn2TAlfmo+EpDY6V8fTa3Ezh2fHkLA1yLC7t/JlWT4AutWRdOQGKfhXC+I5J0fWZODP9CA1G0leA1XT/RjLlMcF3qQA0Tv1tI30EPO1GV8kuJIFkX2amZpWxJq/jKZyonKXF5XfTPTjVpxpZiwNfsqnGNBndRI64CBiUCNiYRwAfa4ootbloKI5mtToVupWpJF/xiF2bcghpgjcsRJjZu0A4Oslg+l/ykGOvJlLZzokjaymsi6a2OVm8q4vpqQtFoNO2QaVddFERblobrIjNxuREj0E3XrwS6RmNTIivoylR/oAYFgdgWlKAw2V0VjK9bh7+0hcYcB6RRVHquKx7zbhift2+6ev8CHuaKBmfSrWWuUzVxIkj6lCejwegIpTlEc15kboHOAlK7UB12up1J3ix3LIiLtXgPi0FmW7LovHP76d07OK2dSQQdWRODAIdJYAos5MKMZHTKzSGLS11UpaYgv+oI7syCYOvNiHpske0hJbqN2Ygr0Csi5VqgX2rMhlwtQdrH9/MJYmQXNfGDj6MPs/703iKZVUtUSRHqOsQ5K1g+LX+iJNb6R9ZxxyXgeBI3Z6LfPjjjdgq1Qe+7Tc4aJ1fwxpq4KMe2gDSyr70lYcg7VGwtgGzRM8RG5UahJbBgUw1erxZXhJXWigZhyIGB+GUjNZ48qQbrKx7xalJs9xUEdwfBunZuxnyyNDqR+qI+e9ZsqnxWAf30B9bSTGSmWbRpQKzC0h2nvpiC3y4YnV44qXactTHrdEHlDumawNoW42tFwAKhtaLgCVDS0XgMqGlgugmw0tF4DKhpYLQGVD0wWobGi5AHq00ZOL421ouQBUNrRcACobWi4AlQ0tF4DKRk8uAJUNLReAyoaWC0BlQ8sFoLKh5QKgJd1Fxe33/CI1Q9X70064Ziglv/JnWdfMzEyuvvpqrr322q7P7HY7drt2YfGKK66grq6OefPmdX1mNBqJiYn5j67bj024AXU44YQTTjjh/B9NUAiCJ1BncSJ/+0PicDhISkr6UX9jMpl+9N/83AnXDPFtCXzI7EdoniYxJLuCXV/nIivtVpkybQufbSzEXKvjqlnL+OLm8TT3NWNwClpzJbxJfk4dVARAlSuSfTt7EbddQg6A3hWi5lwfjk0WRl6yg46Aie1LlBoU84hmWptsSLLg7hGfk2Fo5NrlV+HYp7Tt0PnBrfQmJW2lh/pCM2lnl9L0agY33/0RC+qGkO+oY5T9EH9YM7vr+1gOG+k79SBFS3JJO6Wcktp4zNstRFSE8F3aTGCpcuvpjQZPglLzE3FQh6VR0HpOJwlvWKi71EPUZzbqT1YaW8evMtA02UPU1xZM59VRty+enPfdHLzegGOnkbSzSzmwJQMA2SsRcISwl8iETJA0pYIkawcygtV78jA4fIgKpR2KkCEYESByr4Hc8w9S/0Q2AAm3l3Dwo1za+inL17XrkUIgpbvwdxgZ3/8AISRqXQ5ql6Uje6EzW6nJ0HfIhEyCvGFlVH6aSccgH7kv+jk8y0JiQQPe+Ym0TnADyp1+w0Q/CV8ZaD3LSeKbZuovcxP1sR13nER77rdjfJjrdZhaQH96I8Y3Y2hPl/EUuslOaqByRa+ubQ7gzlHuTP8+7j2+6ezN/o5Ezk3cxrOPnE/sVcp6ASRs91A5yYylHoIGQIKOggAvTX6VMn8cj2w6A3G0XUVUrBPPphgKpxbj0HvZ+NZgOka4SV5gJGCVCemhsVDhXDConFRrG1/u7Iup1kDUQYHfJhFT5OG0Z1fz6vtT8CQp3+2skdtZtngYIT0MnHCQbSXpxH9pon6EMq+ETcryG071drOh5QJQ2dByAahsaLkAVDa0XAAqGz25AFQ2tFwAKhtaLgCVDS0XgMqGlovjbWi5AFQ2tFwAKhtaLgCVDS0XgMpGTy4AlQ0tF4DKhpYLQGVDywWgsqHlAqB2gPsXqxmq2Jd6wjVD6QVVVFRUdFtXk8mEyWQ6oXXMzMzE6/Xi8/lIT09n5syZ3H777RiNRs2/ueKKK/jkk08wGo1ERUUxYcIEHnnkERISEk5oXU404cIQ3x50aU8/SEJvD9dlr+Vf+yfi9SsVZ3cMWMZjC84lar/AGyUp3X5DED+9gsOVCeQ94+PAlcrFfeyQ/ez4pC/pnzdT8aCO/gm17P04H8fkOtpXJuJMDzJu6D4A1mwvAFkwtP8RDn6YyzO/fZ7XGsayclN/dHEeYr6w4Dpb6U7W2WAjpVcT1ZUxmKsM6F3Qe9phdhzohSnCi26XUi3pyvQTu9FAew6YmkHng/Y+AfTNehxl4EoGqZ9yApYkgX5dBJlnl+C+O4mKU6347YLkdSHcsTqCZuVZOkDKajdlN4XQF9mw1kLLOA83D1nF8zsnkPKegYrTJSTH0YJLlRkhCwzZnRjWOvAkQOKmIB29dLgSIWgLEdVbeZxkfyGSxoF6giaU8VuU61PXv3XKcCHE7QrQeUMbrYei0TllrHXgKA9SN0KHuR78J3XgL1G2gRSSCKZ6EB0G0pcKqmf7uXHQ1zy7bSLRa8y4kiDQ92gj8udkqsdbMLaBzgOWpiA1Y2UMnRLpX7qwPFJL6afKhSgwth0hJMReB9Ya6MiAQEyAiGI9QePRNlDK0wGaRvqxlhoIDuzE225icF45hxbnELCCJ9VPSppSNV9dHos93on10wiaT3MTbDQzacQerohfx63/vJHcmQfZuidLmWlIYlzhPtZsLcBWoSNiUh0dyxPpd85+9tQnkX5vkIozlKrmwTOKWLctn7x5Lg7caiQnrZ6Gheldx66pVdCar1wE7jx3AY/vnoLJEOCW/FXMLTmJxqoo/nXymwDc8tWlyj5Ibe1mQ8sFqG1ouQBUNrRcACobWi6Abja0XAAqG1ouAJUNLReAyoaWC0BlQ8vF8Ta0XAAqG1ouAJUNLReAyoaWC0BloycXgMqGlgtAbUPDBaCyoeUCUNnQcgHw+PDXmD246BcpDJXtSznxcYYKqlWf33fffdx///0nsIbw1FNPMWTIEKKjo9m0aRN33XUXZ599Ni+//LLm37z//vvY7XYyMjI4cuQIf/nLXwgEAmzduvWEC2cnknBhiG8Puj7v3ok5Qo9RF+Sx/Plcse5KAPIf7aTkfjMj08pYvTuf209awub2LAY7Knjmy9NI6VuH7p/K2arsXKVtyr1DF/HQgpnY+zej/zia5gGgd0oY+rUR+4rSndRS0cnBKyOI3S5hvKgO8yORHJlhJrewnDaPhbqDceS+oVy0DU820vBqJvUjQpgadaScVEnH26n0u34vGz/vT8YipQdN3tyDLFo3hNQ+dbg/SKbpJC+STiDrBFSbCcb7sDqOttWQwKAPopNDuNfG4UoLgjUITh3YA5wzcAdfvj0SgBuu/ow9zlR2N6fQuiIJe5Vg0u3rWVOXg+eDJK677RP2OJWRWDc8N5QRN21jzTtDlcaJ0SGiimVahittS+rLYnDsP9rjxQyXXvIlr+0bhX2Jg1NuUQZ5XPGvMXRO7eCKAqXb65tvnYrOAx35QRIymqmvjSR6s5HWPiGMLTLGNhh30VYANj03hNE3baW/rZK5T87AfEEt4xIPs/KJMXSmSkSdUsuAGOXk0N9WxQuvnMWpF2/k412DoVMPtiC4dFgrdVhOaiQYUk5E/oAOIcDVYUbXYIQUD6GghAhKxK41Ybmghqpi5SR85thtHLgul7IzIxl5xh72vtgPx8VVVK9NwxsXJGGTMs/4q0rx3xbHwctsJOY2Eml2c3B7L7I+8eC5uw3fO4k0Ha3tyZ3XjjvdTtPVTvx7IwnYBDG7IXBOC517YvjLuR/y4NYzle3q1pOxQCL42waqixK59dQv2NGRzvCIIzyxdirjB+xnY6VSk5d9v4f9f7Lz2th53Ln/PHxBHf6AjtD6KADkMa3KMagPdrOh5QJQ2dByAahsaLkAVDa0XADdbGi5AFQ2NF2AyoaWC0BlQ8sFoLKh5eJ4G1ouAJUNLReAyoamC1DZ0HIBqGz05AJQ2dByAahsaLkAtQ0tF4DKhpYLAP9KM/v/8edfpDB0ZF8yjhMoDHV0hMgqqPnBNUP3338/DzzwwHfOc/PmzQwbNkz1+fz58zn//PNpbGwkNjb2B61fTU0NGRkZvPfee5x77rk/6G9+joQLQ3x70I3+9FZS4/zUue1kOZopmVMAQEgvUXVmkNzMWnTndlJ2S1+kEIih7fi8Bh4dPp87PlfGtbCkdxDcHUn/Uw6yd1kuof6d+OotSBF+3hs3l9aQhRvWKXfa0/vt4rN9A7hiwDfM2zGa1AUGGgfp8GR7uXfkIl6Ycy71I47eatuC2KLcxL1opXGgAWeBj0G9K9h5OJ3YdUbyrioG4MArfYi5uJwESyfrduVhqtXjjQmBXtCnTwUNr2fgP0eplWkriwIgObeBwHsJtBRI5Iws41BtPMY9ViQB3gFK92q5xIq5Ubkjjd8WovpMPwgJXYOBoC1Eau8GqkqVx2+mWDeOz+0MuH43zV4bmbYmPj/UD8MOG96BLgJOQ9cYN6mLdNSNlNG5JQL5LqSyo4/PMlzo91sJHh3MMnFjiKozg4iQhN7mx7TLin+wkzN676XUGUuMycnuFwcA0HFGJ94mC6mZjVQdikfnlAnG+0ESpCwy0DBExqwM/IsnDkLZLky7rQgJfP1d9E5q4PDGDKL3CfSz66k5+O1teWRGK4aPo4m/vIzi4nQISJiaZbxJAcYOPEC9W6mdan67F3lXF3Pg1T40jfUxKKeCnYfSse0zErfLT+P1R8eFarWAU0fCJpkb/ryABzeeibnERNzOIFXn+rly8AZe2630tDirYDcL9w7khbFvEiW7mb3mOkS7AWOCG3mPnX5TlMasALoBbbgrHDx+xjv8afN5GE1+pK0RCBky/lVEcIGdg6VJXftADgiy/7yPIx0xJFo6qXPbqd2gdGVOGq0UHI99fsyGlgtQ29ByAahsaLkA1DY0XADdbGi6AJUNLReAyoaWC0BlQ8sFoLKh5eJ4G1ouAJUNTRegsqHlAujRRk8uAJWNnlwAKhtaLgCVDS0XgMqGlgtAZUPLBUDVyhhKHvn/qzD0Q9e1sbGRxsbG75wmMzOzx9Gsq6qqSEtL45tvvmHkyJE/eB1zc3O55ppruPPOO3/w3/ynEy4M8e1BN+CaOUTNbsai9/N+7nyuPDIdgO0HexGxy0jACpZ6iN7n4tDFJhwHdEy+dCNrnhmBe7ryOMtdEsHYMUVcmbiGJ844j9DzLnyPJNOWZaSlfwhjq4w39ttn7Z4sH2aHF0+bGXQhImOctNY5SF6pp3aKH32dgjp1dZCYP5VS/49sqqaEiEltw/xaNDXjYPzIIrZ9oLyCwDnETeoHBkY/sIklb46hIyuEKVk5OYpiB4Z2cGYpy3ekdNBZHkH8FomQHlr6gjmnHftHERg7Q7Rf3cbEVKXHzaID/Qk2mpU7WQnMZ9YTbXHR8mIvXAkybf39TC/cCcBXFbk4Kx3E7JJp7Rcio381SdYONpVmojtsIe0rL+Ju5cR6ZF8yyWslGgfIBOzK9gHwRYXQd8rE7T46gNxJgqyCGqRH4qk82UQwx82IzFJqXQ7K9qQQtVemeaAyrS2tg5PTD7Jw+yAi9xiw1oeIvr6cFrcVz6IEEMpdM4AuzsOZeXtYVdWbiFci8dllOs9vx3M4gugikAPQcPRVK/Ze7XRUO7Ad0eGPAKmP8rjRW2PDcURm6qXr2XDfCACqLvBj22ZhyAV7WL2xL8lrwHNFC81VkaQuk0n4nTJuTPOjmVSN1xFI9JO0zEDNpABRiR20NdsgKGOO9ODpUC4C5iNGPAlBTE06fFEhovfIRB7xYby7BvlGK7d/Pp95deMAWLe+L5bsdiwLIxh36yaWvzmSjrwgvd/20lJgxZ0AetfR43+gj8LccuZlLWTWwfNwBwx0LEhhyZ+fAGDqnNuV4+Xc6m42tFwAKhtaLgCVDS0XgMqGlgugm43vcnG8DS0XgMqGlgtAZUPLBaCyoeXieBtaLgCVDS0XgMqGlgtAZUPLRU82enIBahtaLgCVDS0XgMqGlgtAZUPLBcAHtz5GXp+6X6QwdHhf0gkXhnIKan+RcYYWLVrEWWedRVlZGb169fpBf9PU1ERqaipz587lsssu+1nX77sSHmconHDCCSeccP6P5lhvshP5+TmyYcMGnnrqKXbs2MGRI0f44IMPuP7665k+fXq3glBBQQEff/wxAJ2dndx2221s2LCB0tJSVq1axVlnnUVcXBznnHPOz7KePzThmiG+LYFf/fUFXJWxmUvWXYPeFMTbptzlvnXyXC5bdCNnjtnGssXDMDfAtTd9xgd3TqXsLEhepaP96F2Tbk0krmRBMMGPocpI7JB6WjYlUDDpMC1PZPCXf7zKTe9dByiv+TA4BSG9REyxi9pRVhwVITpSZTp6K8/OW442cvXHBUhYq6N+kh9do4Hk9SEaLnHh9+gJ+XTompQapIQtAt9lzXRuicNvVwZIu2PyIp5cchZxO6B+dAhLlfLIwTGmAd6N4x8P/ovL37kVf2wAyRYgYrMZe2UQJAnzTcroy42fpGOa2sCFGVtY1ZRHYVQFnz4/kYAZhs3exfb6NHwblMa7rl4B4jfoCFgk5LMaaTkQi7FZwl4pcCVKTJ+9jve/Hg2AqVEm9qRaqg7GgzWIzqzcpQU9OnDpSM1VapCa1ibhjQsxa8IGFr43FmudoDNNwhcjiM5rIvRZHHq3cig3jA5iLddjHN1MYUIlW94biN4DZ9+4iu2t6UyMPcC7Zcrzbu+SeOJmVOB5LhWEoDNNR/twD8Kpx9Ck5/WLnuF3996iHCgXNtKxPh53apCEDTKNg+G2qZ/x+PIzlddDdErYhynVy8Y3YqgfJhGM9SMbgxjMAeLfslIzRiYY5ydhpbK/6k8KYmjUE71fUD8ihOOQDkdViI50maRvXDT3sSIHlO/lt0k4U+G52XN56HdXEX17GftW5hA9op6mbQn4U33o6o+OW1MjERzXRsRHEdRMDJLxGVzw2BJeeu4sPPFKT7BF65VeV2+c+TyXfHUdpkgvAa+Ot8a+zFtNY9j90GAABvxlBwCXxK7vZkPLBaCyoeUCUNnQcgGobGi5ALrZ0HIBqGxouQBUNrRcACobWi4AlQ0tF8fb0HIBqGxouQC1DS0XgNqGhgtAZaMnF4DKhpYLQGVDywWgsqHlAlDZ0HIBsP3eAr5Z/JdfpGboQHHiCdcM/Ry1WNu2beOmm25i3759eL1eMjIymD17NnfccQdW67ePdSVJYt68eVxxxRW43W5mzJjB9u3baW1tJTk5mUmTJvHQQw+Rnp7+H1u3n5JwYYhvD7qJ0jm0LepLMCQR/DqGAecp7XC2L+3DNbOWsrimPzVr0vBFCRad+zcufPI2Ose4CHr1OHYcHfysRXD5nYv45LpTiH2sgvKOKDqWJ9KZEwQBwhhC0iubPG61AZ0XJAGX/eUzzJKfx989j8cufR2r5OW2f1yHwalM2zTJy8CMKvatzMGbdLTPv1/CnORSHqN0Kj3fDAlu9Lts2GoErflgbpDwDHNi3GnDF8nRN2IrJxV7iQ5XqsDQIRE5vIHmditRy6x0pkokbA8QsMi05CkIB56xn83f5JE1uJLyxhiiF1nxXdCCd2MMvn6urnc3AZQuz6T3qSXsLsogYr8OU6vA0ClI//1B6h7MhtvqqdyqNHL1x/qJ2mnANc5Jr2dlLnjxCwA+uP40ym8OYV2jNDZvHeTH0GQgbWgVPJlA4r0lVDyVi98u4Y2SaM8PMqDv0XYdX2aTObkUUN6jZNxrxTSyGeMH0bSc6aJXXDNHdiiNvYePOsCuz/OJPhBC7w5RX6jHXiVoneIiJsJF2+Z4/A5lH1irJDqzg8g+GdmrDPzmG+TEvMWGJ14QtR+cycqFKDDQib/eAvaA8rin1to1wJ2pVk/BJKXh6q6yVGJXmvDbJJ783VxcwsSdb17OHRfOxyMMvPHQWceaoBA0QeN4PyIgIfmUxzL2wzock+vo5Wil6c50ZsxdAcDrj52JJ1qiY7APnSmAfb2Vd297kjMX/BFjq0TyuEqmJSu9c15+/3QKTy9m9/w+6CY0o5MFsWcdpPoOpa1SyuNKI/amz3K72dByAahsaLkAVDa0XAAqG1ougG42tFwAKhtaLgCVDS0XgMqGlgtAZUPLxfE2tFwAKhtaLgCVDS0XgMqGlgtAZaNHF6CyoeUCUNnQcgGobGi5AFQ2tFwAVPx2MPuf+mXaDO37DxSGCn7mR3r/CwkXhvj2oOv1+MP0fb6FfQ/Fcvmgb9jbrjwfLvosD3eCoHDkIXauzSV+e4jZ9y3h6cVnEF0MLae6iflCaQxquqiWQFBH3YE44no34Vodz8Czi/lmcz5x2yUahgp+f4pyJ7KjI52Vewu4Yth6+lkq+ctbl2BsU3C7EwT2cgnv0UE5n7x4Hs9cdD4hkx6/XU/FJQGiv7IQNIO5OYS9UumDfugiI/ZDysk8ZAtiaNJjblDG6LAd0mOvFtSPPNoGpkTG0ixoGgARhyWiDvk47+kveLdiOPqnYim/KIj5gNJILnZvEJ0nROm5YI1xc3XBet58/nRCRrBXhRj7p018/qFy8TR0QPsIDzkvhmgYbCWyLMCZf/2K196ZgqET2od70B19u7sIySR+bMJ1WSvGD6JJvU4pJFTNzcF3QQvWN6IAqDvHiySHCPp1RGw247fDFRctY9FdJ9OWoSd+h4vD1ysnjIhNZvwOOGPmN6x7dASdqTKyDy69cSmv7BuDq9lC5gJluwbNMk39dHjyPPR6R0fg901cmL6Z+b85jdbeRtpzBLFHe6a4YyQ6s0MkbJToTJFw9g7g2KfHEw/+2ACyU4e1SrkQd/YO0vsdH51pJjwxMjoPtJzsJv0tPYbOALJXuXDf+s5H3Pb2lZiaobOXwFKvvIXdFwkPXfIWe91pvLZFuRud1G8fgx0VPLViKvFbJRoLBaOG72fXp32wjm+g8VAsiXlKzZReF8T7ThLNp7mJ/tJCSx/4zbTPee+BqTQUygw66SDbN/YGwFIv0fesA/SLqOb1naMo+EsT+/6QjOOwsj07cpTCc8Hfa7rZ0HIBqGxouQBUNrRcgNqGlgtl335rQ8sFqG1ouQBUNrRcACobWi4AlQ0tF8fb0HIBqGxouQC1DS0XgMqGlgtAZaMnF6C2oeUC1Da0XAAqG1ouAJUNLRcA1iIfRc//MoWhvcUJJ1wY6tenPlwY+p6EC0N8e9CdtexqDq/ox6s3Ps2sVTegP/rI4dnzX+bv586k5IIopLxOsv4apPLUSGQfzLl5Hn94/8quF1QGbCGkkIQjpwXn3hjidoUwtQQJGSVqLvJi2GPDk6ecAW4euorP7piM9VAz5Y+amJmznQ/enUjAArFFIRoHyFiOnrDbCwIkrtVROz6I7JYxtspEHRDUjxD0HlDJod1KTYe+U0bkONEX20ifUE5FczQep5G05Ga87yShdwtqTlYubtZ4J8HdkUQOb6Bpbxy2vFZMC6JoGBEit08Vba+lUz/p6NhB5gDm7VYCVtC7oTMngL5NRzDeT/Q3SiPa4NFemgYnOM6soXpvEqFIP0aHj4zYZuLMTjYU9yZqmwFju3LY1U/2oWswEjSHwBpEOlrDJewBcOnQeZSTQDDeR8JyI74IidYhfkb3OUSjx0ZZUwy+DiNym4GUfso7CzoWJeO3KeOw6F3QMsqHrsFAIDKI/bCegOXbxsOeQhdBj56ElQYir6jgYHEq8ZtkvOe24jwQRWy/Rto2Kz1mdAPacDXYSP5KJmCRMF1US2VNDGabj/SYFiq+7kWgj3JHLB22EbCHuvZNwiaJ1jwJX1SIkCVE0mrlzrXupCAR+/S44yFud4imvjJ6N1xw4So+PFxIrz95cfVWSsRnPb6cZ7dOxHzAjL+/k+R3TMg+gTdaR+NAGVu/ZjoOK42HhSzQO2UQ8PdZ8/jzs1cSMkLal20cuUuHOGAn+4NWAP6w4ENu/ugaAgl+3p/4Alc9/xsKph9k69EXqQ7trTSy3bcwt5sNLReAyoaWC0BlQ8sFoLKh5QLoZkPLBaCyoeUCUNnQcqEcs91taLkAVDa0XBxvQ8sFoLKh5QJQ2dByAahsaLkAVDZ6cgGobGi5ALUNLReAyoaWC1Db0HIBsHl3AhU3PPCLFIZ2FZ14YWhg33Bh6PsSbkAdTjjhhBNOOOH8qhOuGeLbEvjAq+bQPthIyBokfr2ett7HGjeCaXo9f+y9jLkV4wn8NQlnkoH2szuJsrmRX42j9mylDldnCBEb4aR5SwJBs8Dcux2dHKKzw4x5j0Wp6p3QCkD8Py20FJjoe1kRW77oS8paH7I/xJinN7HwlfEYOgVtOco62KohdeYR9lUnYbV6SXB00P5mGo2FAuEIkPyFcuc4+74lzK8qpPxwAhhDROw0oveA6Zw6GrclYq+A6H3KupZNM2Kul3AnC6QA6DwSSBDSwaypa1j08jhSlitVU8W/jyb1C4naMTJxO6Busp/Y+HbcXgOudguJXxq6Gm7qXco4JZGHBfUjQ9w26XP8Qs+W9gzW7smld3YtvexKu4qqW7Nous9L/F06in9j53ejlwPwjw2T6fN0Jw1/VWoPYh8wkfrMEco7ozlUksRJ/Q8yLKIMgxTgyZVnkLBR7tpW5kYIWJVGqXWn+rFGuLGY/DQ1RJC43EDjYEhar9SOVZ0m6PNUC9WT4znzmjW8v2QcchAQEDQLhB4sNcp8PQmCjMU+WgpMdKZD3JA6vB8nEjBD+yAf+GR65SjtQ85L3c57D0yl5rQAUoeeuO0SEZdWUt/hwOUyUZCi1GJVfZiFM0XZVn67xPSrV7P+NyMIGWSqTzIy7LQiit7oCyj7reG3bvg6iqAJPP3d2B0egiEZz6EIdB6JmGHK8pvabQT9Mkmfmghd1Uir00LEp3ZstX70d9VyXfpq/nZoCgDehQl0pkHkIUHDmACyS0d0kUxbztGXox5Wvn9L31A3G1ouAJUNLReAyoaWC0BlQ8sF0M2GlgtQ29ByAWobWi4AlQ0tF4DKhpaL421ouQBUNrRcACobmi5Q29ByAahs9OQCUNnQcgGobGi5AFQ2tFwAKhtaLgBaUt2U/uXuX6RmaMd/oGZocLhm6HsTLgzx7UF30sn3U3O9DvmADZHvJP0F5UTV2ttE0ALOMU7S41pw+ky0bY7ntxcs5Ikvz0Q4ApjKlbpWf4RACkIgIkj2hyHqhhoJ2MCX6iN6s5HhV+6gzuMAoPjrHHzpXpAgdo2J1nyBLtNJMCDT+wk/zkddVNUqjz2su80ELRBZIsi88QCjokp4b87peGIk2ob4wK1UzVsrdCCBrVogZGUAQmm3g8QtAZpz9XjHdOKrUxotRhySCU5sI+E5Cw0DjUhCeR7vjQmRnNuA7oU4qscpCC3Z7ThbLfxz3Lt81DCMrTVp+P16ArUWZK9Eytog1bOVE2uww4CQBXmv+qiYYsM8rBn/2hjM4xvpdJvwNlpIXaacBPPu3MualQOJHtCAc108gcHKO6D0O+zYxjbQslt5RDVu0i4OPNaPqikCU5wbu8WLZ3UchpOa8WyJIX2ZkwNXKftACknoHH5S3jNQfZKOkEmgT3JjMAQYmlzJ+fFb+O2aCwGwRblxl0SQsiZE8IZGag7GY2pWRu0VEsTv8lF/k1I/r1sVSXvvEMZEF6b1dmIOBqgbpkcM6MDxuR0pBM6Uo1dNAa70IFiCRG4zYm4WzP7zUr5pzab0+Tzaso8OzOcG1wAPqUkt2P5k5dDtBnT6EMFSG1H7JZrGeeGoUGOFiT4TDpNo7mDzvMG0DPdhrDKid0LiVh8lM2X07cpxIHRgaJfw9vIhdei5/dRF/POD6UQOb8Bm9FLRGI1tva1rHaIOeam4IYC030Yoz0n6KwZqRyrbM2mj0rCk4mp/NxtaLgCVDS0XoLah5QJQ2dByAXSzoeUCUNnQcgFqG1ouAJUNLReAyoaWi+NtaLkAVDa0XAAqG1ouAJUNLReA2kYPLgCVDS0XgMqGlgtAZUPLBaCyoeUCoGpwiIOP/zJthrYVJWI/gcJQZ0eIIX3DDai/L+HHZP+WyDsr6X1DGX0mHmbOkI/p/VgxvR8rJnFRCW39AmQ8J2P6rZmH8j/B0A6fnTYYe4mMCEg8dckrPHXJK8jJLmyVEklf66gbbiR+px/zwBbw6Ijb4WTP4wPZ91UO+77KYcCkg/R5tB3bHpPyYkZ7CH+1UlDZf7Ud10fJ2LeZsW8zY+yExM1+0m44xLav81l62VgMzhCuZOiV1ojOJaNzyXjiBa6UIK25EulXHka/2cFDl7zFkIe20lHoJf05PdYaGWuNTHuhF3l1JLmPFDF05h5cw9zIfkjq3chpKcW0X9mOvULCXiHh9eqJiHHyUcMwNi3rh3F5JIFaC8IgCEQFqRmrw2r1YrV6KXi2AykocfJL6xEDOrgrfymu1BDBkIxpjQNztZ7GgToaB+po91swN4JrdTyWevDVW/DVW7DUK5+ZG5Wanna/hcaBOszVekxrHARDMq7UEHflL0UM6ODkl9YjBSWkoETBsx1YrV5qxuoIRAWVday1YFweyaZl/fioYRgRMU4iYpx4vXrsFRLtV7ZzWkoxSb0bkf3gGuZm6Mw95D5ShLw6Enl1JO2FXqw1MunP6eko9DLkoa08dMlb6Dc7SL/yMK25Eq6UIK6UIJ54gc4l0yutEVcyGJwhll42lm1f55N2wyESN/tJ3OzH2An2bWZcHyWz/2rlDtVfbSVoDyFksO0x0efRdvo82s6ASQfZ91UOex4fSNwOJ3h0mAe2EL/TT91wI0lf67BVStgqJeRkF09d8goiIGEvkfnstMEY2uGh/E8w/dZMxnMybf0CtPULkLiohN6PFTNnyMf0mXiY3jeUEXVvOZfMWsEls1YQdW85UfeWq2xouejJhpaLnmxouejJhpaL421ouejJhpaLnmxouejJhpaLnmxouTjehpaLnmxouejJhpaLnmxouejJRk8uerKh5aInG1ouerKh5aInG1ouou4tZ9a5q/4r16hwfr6Ea4b4tgQ+7Ytr2HOwgMiDMm19gsQde3/UympmLNnMP9+YgcEJKeeWcnhNJuljKijdloapRcKVf7SrQ0DGWGXgjzM/4aXHz8aVLBE3qRrzPRGMnLuNLWfnUHah0q08NLQDd7OFl095lT88ex0duUHmnPIhT82ZRcNEP5FbjAROUbrRnJu9kzd3jMRYbiJ+R4jqGT7s281kzzjMzsPpXY2947cJWnvLeAo85D3pofK0KDwJgqA1RPJqieY+Mo9f/DoAv103m5uGfs2HZYU0VETzzmnPc8mnNzN5zC6WbR2A0IeYVrgLgOWfD8XUCqYWgdBJtOUoDUb9dkH/USVUv5qNbpbySO3UlH288+U49E6JwZP3s2VDHkkD6uhYkgQCLI2ChqHK5tK7JMjvZGLGIZbt6Yuh5mgNW7KPKf2LWFWm9Hhiv52AVRC/FdxxymMLx9RaancnMmz0AXYszydgUw7li05dw5fVBQTfjyflqhL2fJONoVMiYIHIwyAFBd5opWbGGwWTz9jK4u0DkQIyU4buZvn6gbx19rNc9MWNxKe3MDNjOwDPbZ3AP8e+xx1vX05McYia8cqJ3VwvkfZFKwduM2Pep/S+izoUomGIRCDBz6CcCko+yaGz0EPKJ0YaBsv4einHy6WDN7KgZBD6FZG0DfMRv8rA7//8Pn9eMRPHQR1/v3ku16xQ3thuiXEjb3WQ8W4Vwz49zMbrhuB5uJ3GlSlYawTX3vEpf/twBgC+VD/oQ1j3m/BGCzKHVFKxPp2ccaVUL8jEb4PfXvYJAJ9MHU7DpBQaR4SILNbRlhuicHAJTY9lAhB7ZykA23dkd7Oh5QJQ29BwAahsaLkAVDa0XADdbGi5AFQ2tFwAKhtaLkBtQ8sFoLKh5UJlQ8MFoLKh5QJQ2dByAahsaLkAVDZ6cgGobGi5AFQ2tFwAKhtaLgCVDS0XAHUPJ7Fh6b2/SM3Qlr0nXjM0rF+4Zuj7ov/+ScIJJ5xwwgknnP9GgkgEjzVa+4l/H873J/yY7N+y/6tsshYqjw6SsxqJ+3A3cR/u5rylG1lQW4g3VmCZWk9vu1JlXL84HUO78v6i2DUmYteYMDq82Cvgrxun0ponkbrKxZ+yl9DU386GW4bjzosnNLSD0NAOej0hoevUscGZy+jZOzA26ojSOWmd6kJXb+DiG5YhNkciNkcSEhLCJxO0CJxJMtHRTmQ/7CpNxbHLiJCU5/hNA2S8fdwYysxkvFSKq7+HoCMIErTO7MSX5eGBxy7ngccux77bxLPfTEJ6P47c171c+catxOU1seJQPhmfhshYKLH9yUK2P1mIo0wZM6W1ADrTIWNEBbrCNqzVEpckb6ClQCIrsomsyCYKraXIXgXgwZY4bJUS5kciCekhZp+fiMMupozbzpRx2/HFBjFssbN17mAiYp0YW8HYChGxTrbOHYxhix3DFju+2CBTxm0n4rCLmH1+QnowPxKJrVLiYIvSRkL2SsheiUJrKVmRTbQUKOtmrZbQFbaRMaKCznRoLVC+i70qhKMMtj9ZSMZCiYxPQ6w4lE9cXhNXvnErua97kd6P49lvJvHsN5Ow7zbxwGOX48vy0DqzEyQIOoK4+nvIeKkUQ5kZbx833j5umgbICAkcu4zsKk1F9kN0tBNnkrIPhU9G+GRlv26O5OIblqGrN9A61UWUzomxUcfo2TvY4MxF16lD16mj1xOSUmuSF8+GW4bT1N/On7KXkLrKRWuexF83TsVeAfYKMDq8xK4xEdIrbSTqF6cj+6G3vRHL1Hq8sYIFtYUsqC3kvKUbiftwN8lZjbT1C5C1MEDxst5UTdRRNVFH8bLeFC/rrbKh5aInG1ouerKh5aInG1oujreh5aInG1ouerKh5aInG1ouerKh5eJ4G1ouerKh5aInG1ouerKh5aInGz256MmGlouebGi56MmGlouebGi5KF7Wm5pxul/8+hTOz5vwYzK+rY4cdPkc2oYZyZ7vo3GAGd8kparVtCIC+YwmJqQc4pv6TBq3JqJ3gd8BKUOrkf6RQM1IpZJt9JQ9FDUlIj6KozNNIvKIQAqBzy7hTAHdQOWtyQCpferwvZVEw1CBziNhqZHQe6G1IIQUkLh6yle8tGaispKyIP1zaM3RYzilCZM+QPvKRPzDOvG1mxiefwSATfuySElrxu03oPs0BlNbiJY8GW+88pw9daVA9iu73BWvo32qE0kWeNtNyO16bKUyvihlLJJ7rnyPP391vrIN6vREHhbc8OcFFLlT+XLeKJLWtuGNs9B8sxPzR1G05ion+mcvnsv1n16Lo1TCEwsBm0BKc0GpjchD0Hqym+QPlWr/6Q+t4IO/nwrAkBt2smbhYADGTd/BthcGde2jC/7wJQv/cgo1M31EfWWhrTeQ6URUWtE7JcxN0JGpfK8Xz36Jm9++jqiDAs/5rcQ8a8PU6Kb2pEhOvfIb+lqqeGHOuQC05Uh4EwPMOfkjHp43m6BJueA4M0OEIgKYIryI0NEeL0tsWBuChAwSVZMkpBCYGmSiD4TwRsoEz27GYlAakVdXxjCi4Aib92dhjPBi2GInYlId3oAe/4pYog4rgy5WnAGEJK4dt4pXlp2M0Aui9skETOBOFgTNgvityvKNl9RSVZyovAF+VyS2ajB2Kg2C27KU151I5yuDLvaNrWPDsv4kbwwgfldP9dYUDB1Kb6K4oXWMSijl62rlEWTo81i8p7RjXBlB3G4PJecZidkl0zxAabAas1u5Z2oeGOpmQ8sFqG1ouQC1DS0X0IMNDRdANxtaLgCVDS0XgMqGlgtAZUPTBahsaLk43oaWC0BlQ8sFoLKh5QLUNrRcACobPbkAVDa0XAAqG1ouAJUNLRegtqHlAqCxt4vyO+/5RR6Trd+bfMKPycb0++Fvrf+1JlwY4t9exzH8btwPBXEvTsATBxGlyqax1QQwtPkoP92GLzpE/txmWgpjiSpqp+ROPakxrTS7lMadYmU03hjw9fIi6QT6CjOzp61m6VPjkP0QVdRG7bgoZbk5IQoGldPkstHaaeHKvht4fd8ozF85kP3gTgRfhLIOEUckDE5B65lOvK1mxvQ/SNE7fQgZwdwsaO6nfJe84WW0eiw8XfAeF777WwJJPnRNBqafvIlP1gzH2CpjVq6XXHrDUp77cgopqwTNBTpMbTD66q2UXJXN/qsjsdTJpE5WBtw7WJpEbmYtnn+kcPZfl/Paq6cjhcCdJNA7Jby5Hno/p/S9PTTbgjHViSh2ELAJQtYglngXEQsc+O0Ssl8w7pZNAOxoTuVIZQKxa414prUxIkXpFrypOgPz4kiaTlJ6MmWl1TM4poo1/xpByCBh6BS0n9uBu8GK7NKhd0pdb8v2Vdno/Z6bQzfpMB00E7AJLLUSQoYrrlrKp3dNxvy76m7fq2p5L9yJIfJfaSP71RI2vDIUbyTE7AtSPVEpjNx06jLefOF0PHHKm8NnjNvMwq9GEIz1o6818u6F/+Q3+2YDEGV2c2BzBjF7lV5Nsg/6XlTM+j25mKI8RC1SulL5bRLtWQJju4SlDkIG8JzcweUF3zCvaDRRdjexVuXitm9nLyIOyyStaaW1byQhA5z++zW8t3g8gXQPIihhLFdGvjQ1gzSphRiri6rmKLIfC9DaN4Lo7U3svy4GY4tMr6XKfP2RRpzJetozle7Xlmn1OB6wEXhYGf5Af4/So7HjPmc3G1ouAJUNLReAyoaWC0BlQ8sF0M2GlgtAZUPLBaCyoeUC1Da0XAAqG1oujreh5QJQ2dByAahsaLkAVDa0XAAqGz25ALUNLReAyoaWC0BlQ8sFoLKh5QLAc1cta6c/+4sUhtbuSTnhwtBJ/avDhaHvSbgwxLcHXcFv5uDuayDzkxC1owxdXZpfvfIZtrkzeWL96WR9CKc+uZpXl5zMqZO2s/6tIZibBSN/q5wsi/7Yn4BVh/H2GqpaI8mJbaL6zWzacgX2MomIigAVFyi1AoYyM77IEBhC2A/pcfYKYWiTid4vkC5uwPdxAu1Hx3oxtEuEjEq31vY+fmYN28yCL8Zw81lL+KY1m9tSlwJwxzU3IgUFpdeEEEGJ5IVGGme5GJRczbaKNKwWH8ZFUQC09A9hy2wn/hkLJefrSf0SOlN0tPUNIkf6EI0mLHUKwsRNPsrOMGAvlwiMbyPxOQvuBAM5txZT0RlFoqWTok/zAJCDcO+NbzG3YjwHD6YwvF8J29fl4o8O0junhrKGGGxrlZNKR+8QUcUyzaN9pCzS09xHWV5McYjqMwPEbFBqkFr7hHAcknGe5CQjvplDh5MxtOgoHHuQzXuzyc2t5rp05eL64POXENJB37MPUOe2k25v5fAzfbDU+6m7yY1+dSSdvZTtmvG5n7oRRtyJIaQ4L6E2I5FFOuzVQapOheyPAjTcqtw9O0sjiN4j4zuzFZfbyJD0SnbWpBD3vpWa6T4knSDzZWX9hU7i8Zef58mq0xkVVcKzn03l3NPW8/6W4UQUG7q6ass+ZTiGiMMSxnPqEW/HKy8gjQxhK5fp7B0A/7EuzTL+DA/pH+hpT9fTmSGIPCiRcmkJh5tiSY1qw/eE8roAvStI37/tYeM/h+KJkRhzyTa+XFnIVVO/4svbxnNkJtw+RjlmhlhKuWrerSBB0jd+SmfI2A/rsNYdrUFMPPqKkZxgNxtaLgCVDS0XgMqGlgtAZUPLBdDNhpYLQGVDywWgsqHlAlDZ0HIBqGxouTjehpYLQGVDywWgsqHlAlDZ0HIBqGz05AJQ2dByAahsaLkAVDa0XAAqG1ouAEwVbra998uMMxQuDP0yCReG+PagS//ng+hDNsyZ7YxJK2VLndLLoO1IFDqnrIzL4ZLwpXmJ2GEi6nCAW//+Hi+UT6B0uzLQ25mTNrPu2eEEzmmhtTQKa5WMJ0GQNqCG8oo47EVGvMOVO3LHVzZm3LySNxZPwlEGSctroaUNoiJoH5RAyyWdvD/0ZQDOefePBBJ85L4cIOrxSvZ9lIf/pA4irB5sf4+kbphSaHDl+tHXG5D9YGmga5yVtN71OG4QOPsmEH2HcpdZ+mGOcledJ2GrgtYBASL36kk9p5Tq+ZkkbujA9pTS28UVMFC2MgNPthfrAROu3j5i1xlxJcOtFy/k+Zemdz0iacsXBG1BJEOIqLhO2kqiuPu0T1jX1puNnw4ken+I2vOU5x69EppodlnpOBxNyuoQHalHX7BYFaR6vIwjR6mdiLG6KK+PJWm+iZZ8mZFn72Js5CEe+WIGkdmttDbaEUcLDTqnjsj9EgEr3HjtQp55ezrWGmga68N6yIgrz4u5RKlByZhUhlXvx/n7ROpGO0g5r5SqjzNp6xcgarceZypdr3fw2yQyZx6m5fEMbEX1dLwgUXkooWvMFHe8cgcLEEjwYz1oIHGLD+cf2mh3mTGsdVBw/gFa70jj4DXKY1V9vZGPL/wbs7ZeQ/RbdiJ21kNrO0RHUjs5iY4MuGzaSgA+eXYSHSc7MW220dnXR6/0Rip3J2Oul3ClhojKbEX/sVKLM/bmzSxaOZzMwkpu6PU1z/xhNq05etoHezFWmghYRVf7laAtRGRWK8MSK1hfmYmnNIKQLcg7U54H4KJlNwIgO3XdbGi5AFQ2tFwAKhuaLkBlQ8sF0M2GlgtAZUPLBaCyoeUCUNnQcgGobGi5ON6GlgtAZUPLBahtaLkAVDY0XYDKRk8uAJUNTRegsqHlAlDZ0HIBqGxouQB4afSzTBlQ9osUhr7ek3rChaEJ/avChaHvSbg3WTjhhBNOOOH8H00QmeAJ9HUKfv8k4RDuTdYtjn16bJUSjw1cwJa6dDqdJjqdJkSkH1sN9Frq58ZzlpCfUctvblhA+Tkhbvt6FpelfUPcDojbAQv3DkQ/s4ErczZgTHJx02WfEYryU9sSAX6Z0Jg2nhz6EU8O/YjWAsEgazmmgjZaBgco/mM8UZ+FOHx5MlVnBYm0epjx4R+Y8eEfcJRCamoz5X8IclLMQRK3uPCV27kwYwst+UYSt/pI3OojJ7OWmGKBJMBaH8JUbiThGxmL3o/1DSfl0yROjSvi1LgidKc10TgsRMq6AMbTG5CMQfQuKC5KR3daEyXnOdi5JYedW3LQSyE8CUEy35FwJ4W4eMhGmgqD+Pq5WNlUgOyH1r4hWvuGSF0ZZHBBGdGbjHQ6TZw6ehcPbziTomcGYGiHljyZqBUWolZYKG+IwWH2krI6hLnRx5BLdzHk0l2YG32krA7hMHtxmL2UN8QQtcJCS56MoR2KnhnAwxvO5NTRu+h0mojeZGRwQRmDC8pIXRmktW8I2Q8rmwrw9XPRVBjk4iEbcSeFyHxHwpMQxJMQRC+F2Lklh5LzHOhOa6K4KB29CyRjEOPpDaSsC9A4LETjsBC605o4Na6I8mkS1jecWPR+Er6RMZUbsdaHkATEFAtiigU5mbUkbvXRkm/kwowt+MrtJG5xcVLMQcr/ECQ1tZnU1GYcpTDjwz8QafVQdVaQw5cnE/VZiOI/xtMyOICpoI1B1nIGWctpLRA8OfQjQmPawC9T2xJBKMrPTZd9hjHJxZU5G9DPbEA/s4GFewcStwMuS/uG276eRfk5IX5zwwLyM2q58Zwl9FqqHNO2GhCRfjqdJrbUpfPYwAXYKiUiivRc9sEtXPbBLUQU6YkoUtvQctGTDS0XPdnQctGTDS0Xx9vQctGTDS0XPdnQctGTDS0XPdnQcnG8DS0XPdnQctGTDS0XPdnQctGTjZ5c9GRDy0VPNrRc9GRDy0VPNrRcRBTpuf7j636x65IQEqET+BEi3LX+hyT8mIxvqyMzX/kL6Z86KDsLjA16ev/jAADF9+UQeUDH4Iv2UO2KIDeigdXvDsUbC4mbgjQU6vCkHn27e5seoRf0fs9N1SQbH13/JDfc/Dtar+0geq6D1ix9Vy81aWsEs2evZFFlf+oroumTX4n/ngT0LS6OzIwjeb0POajsnpY8E5aGEIm/LaF5TgadqQbkgKDxFC9Ji4xUT1bK/9E7DBjOaCDB1knFJ1l0DnODBH1SaynalUHmwgB6l9JmSV/eQMfwNDxRMo0TfaTP11F3iQd/rRWdW0LvlIg7SalHryyJp/fbfoL3NVHzdRqe5CC2Mh3eGIG+U8KT7QOPUpWf+UkIX4QOv1VptGyrD/Lnp+fx29euRS5sI9LqIcqstMPZV5FE4udGOtJkDE4Qpytv8ZaWxuC3gaNSaY1ad4aPgvRaWj0W2lxmQtsj+ecVLzHnN1fiTNAhhcDgUraVsT1I6QwZzEHMJUYCdoGpWcKZEcRcoyN5QiW6B5SGvocuNpCW3UDj2mQCNkHQIjAkuUh8y0zFeUHiVhkxtyrr4NhcSaBXPAGrntLpevoOLKO4Shksz77FQvqMI9Q7j46W+3k8LYP9pCzXUXumj7gVJkJ6CXuVn5g/l1H3T6W9jDteJvqAl5BOomaMkawPGwlEWzE8XE/x/jQS0ls4M20PAO+9NwkxVOndEnUkQMt1HUS95OCFZ//B+S/eRupKJ4dmW5TtF5AIRgYwVxmI3x6kboQOUxOMv3ArB9vjSbG2s+Od/gC05QXp88BhDv0uD198gIzPoOpCP0hHTw1HT6ap7xq62dByAahsaLkAVDa0XAAqG1ougG42tFyA2oaWC0BlQ8sFoLKh5QJQ2dBycbwNLReAyoaWC0BlQ8sFoLKh6QJUNnpyAahsaLkAVDa0XAAqG1ouQG1D0wUQcrspverhX+Qx2YrdvbCdwGMyZ0eIUwaUhx+TfU/ChSG+PehuXHMuG18/ieaBIeR4L6L26Ei2C9wkP3GEkvZYquuiEC49ugg/Ke8bqR4nkzSgjoY25SIYqLJhaJPQOyFpo5vDFxixlemImlxL1eF4TA06eo1Temhdl76aQ95EVtwwlrPmruSZhdMQOkHQFoKgBA4/HO3WjQS2fUacfXzErDPSOsFNqNMAfpk+/2qk+HfKxT12q46OKZ1Yv7bTNspD1msSrtvacH+eQOSRAOXTJKJ3Kidrv105oXqiZHpfcoDNO3OQ/RKWKhlHZYi28zsJFil4ct5u4MgF8Vw/awlvPj2VyTes55PFYwgZBNFF0FT4bRuUqadsZXTEIe5ecgGDh5SwqyKVUIOJyAMyrmRIH13B4SJlFO7YHTJNY/zY9isNJ/1xRxuXN+oxtoEzXzn5xK430DQ4RE7fKio2pGOtgbY8ZT8NTK9ix7ZsHpn6AQAb2nuzZMVQQiZB7HaJlr4g+yVmTFvP8hfGcOlvlvDi+0rDzawPGjh8cTy6vu1EfmSnI03GnRoiZBAMH3SYQ2/ldRWGOtJkDJ3QMihIr8WCtiw9ljPqsT4ZyZErBJHfmHFNUN4h5Vhmp2lokD7/aKL4ljgwhJDtfqK+ttA81oetWGlX4izwKQ31ZQEdBtAJdE4ZKShx6/TFfHbdJE55YR0AvU11zK0YT/maXnjjg6TmNNC6PAlnRpCcD3zUjrR0ve/LHynQpzqJj+ykdnciKWtCVM/yEWw3IFkDpCS2kh2hXAVqbs+i5FwLUpKHUIOJmF0y42/eyML9AwCYnr8bgNXPjuxmQ8sFoLKh5QJQ2dByAahtaLmAbja0XAAqG1ouAJUNLReAyoaWC0BlQ8vF8Ta0XAAqG1ouAJUNLRfHvte/29ByAahs9OQCUNnQcgGobGi5AFQ2tFwAKhtaLgA+2Z77ixWGlu3OOOHC0M/dvul/IeHCEN8edNn3zCGYZKTPgHISzJ2s3qS8LVzoBHNO/ZCH90zF1WIlYpcBY4cgbnML+2+3ck3huq5eNL2GVFG9Lo3EMdXEW5xUvtCbxsGQsFlQP0wifpvAeJUyXH55SQKSV4ZoHyG3Hn27jrjt0DLDibzHTsgASSOVLuCNK1IQw9uxmn00VkWhs/q5c+gXzC05iaaGCKz7lItrzL4gzX11uJNCmOtk4ncFaM1WelhISR50hy0Eeyt3eFKZleHji9mwPY/MvFos10s0TEympS8YMjtJfsHEkQuVk2VsUhvOTXGMnLqHSmckpyUW88ZrUwiObif9cZn915qI3axchFrGeohfbiJqvxNvjImmfga80RDo5cG204zsB2e6ctj1HX6E3cW9iNyjp22Yj16pSr//8qo4IrcYaeuvXAQG9CmnaHMWtgqJkAGcgzzoy82YWiB2rx9Ts5fWfKUk0DDZS/Q6M03D/eS/5KXijhC6DRFcdsUyvqjrQ5qtjY1LlFoR24hGmmojyXpXUHODF3+pnegiiF9Vg/tFQemBJEYXKjWEm1f3QWS40B2yEsxxI2rN2MskokoCNAzU40kMYak92huuKEhzgQ5XgY/Y+Hauy17LY1tPI+gyEJfaistz9KWymyOIO6Wa2o0pyH4I9e8k+hMbjYXKS01lSwBalGmFKUSv7Hp8rybRMEQiYYugfrhE3A5Iu+EQDW4bdeuVXjwpYysp35bKVVO/4uXtY8l/wkXj8Gh8Don2gX6s0S7u6b8EgD9/ORMpKDF+RBH1HjvFu3thbJXRK+38v32halSomw0tF4DKhpYLUNvQcgFqG1ougG42tFwAKhtaLgCVDS0XgMqGlgtQ29BycbwNLReAyoaWC0BlQ8sFqG1ouQBUNnpyAahsaLkAVDa0XAAqG1ouAJUNLRcAUrOHA3//ZV7UumRX1gkXhqYOPBIuDH1Pwm2GwgknnHDCCSecX3XCNUP8W9f6Zx9g6Vkv0hS0sNPTi0+vUmp76u7yEVoTzU1XL+Tlf0ynMx36jD9Mo9tG44Yksl+rIuNDpQv6ys+HkDymiuoNqWS/38i+2x3IrQZCUX5+O/wrFt8wkbLTlXYdV0xfQb3PwbYHhtAwSI/Oq1R9W6LcpD2h4+DFFhwlSnk1tshPe4YBnU/QMDpI+mJoy9ITfShAY189Q87dC8C6jX3QJbsxbbbxtxtf4pYtF5H8pgl3nA5Ta4iAVaZhiPK9L5+yijeKRhBoMpP9UYCSS2R0lgCRES6aGxwYrH78buXuOXmJgYYhEqE0D6GAjKHKhKkJfCM7yfwb7L/aTPaHSpV32RVBREiib3oN0xJ38+Gtp9P8m04CQR36r5QBdtzjlcdJPqcRucmAnOpChGSCXuXRic4URJJDhKqUdgKhWD9Gmw/L6qOPI09uQ68LEvO0nZnPLGVx3QCKKpS7d0kWZLymo2SmTP4rHkr/CMaNdryx4E/1IutDyJXK3XP8NkHNVD8GSwC/y0BMfAdt7VaCbj3Zb4UoOV+PPlZpL3JZ3028vmwi8dtA7wrhjZKxNAapudTLv4a9wx+fv7Zr2IRgjYWxI4vZtqAfcUUBWnrriTwSoGIaxG/QETQeHdW6zE9TXwMd2SFy33ZTeXsQd6sF234DQRPE7www5L5tACQYO3ht4SlkLHUz7YVV/HPzyV3HVsETHZTMiiNldBUANetTmXTGNspmJlJyRSpxo2uJszgpXp2DvQKu+d1CnntlOgDyuBYS/2rk7Fe/YpC5nFidmzOW/5b8bKVWcn+JUtv0+eR/drOh5QJQ2dByAahsaLkAVDa0XADdbGi5AFQ2tFwAKhtaLkBtQ8sFoLKh5eJ4G1ouAJUNLReAyoaWC0BlQ8sFoLLRkwtAZUPLBaCyoeXi2LH17za0XAAqG1ouAHISj/DVtBd+kZqhxbuysTl++us/nB1Bpg0sCdcMfU/ChSG6v47DmW9G6MDYDq5eyglw5IDDbNzRG3Oii+gPbfzj0X9x1Qu/wdwImVcepLozAubFA+AodVE6zU762AoqNqQzfspOlm/vx4CCcoqqkjEUW7j30vcAuP+D2TgKG5E/iKVtmpPYCCdNmxKJ3xli9D2b+GhXIdJR1JdMXMuWqel481OoPNmEFARftoeY2E7078bSka5cXK21gthtbdSdFIWxQ+A5rxVXUTTZn3RScq4NKdNF6Gg7JNNuK3oXOMqDIElUTwBzaicmYwCfX4fHbex6FUXWqxJl04wkD6yloiwOa5mBgVP30/jnDKpPMiMFoc+ZB5V10PlYt7EPfQaXUbwtEynJg8PhprVJqebu9ZGOpj7KSfCiy1bweXU/mtYmoXcpIwaDMjptwAqxJymPFM9I2cs7b5xCbHGA8vOVE21UrJOODgui1kyfIaUU78gAYOzIYlxBI8WLchE6SFnrIW5OGbuW5OPK8JOe0UjNLqVNQcZiH0euEkiywGzxYTQE8fr0eKrspHwNCEFHL+VEFLCCd4ALWRaIUivZC5yUzLBj7duCeX4UPodE4tpWAJqGROJKknBUCAIXNtHcZMdYohxbaV95Me1XChrDllTw1qqTEFF+zh+4nQ0Pj6BhkEzsiDqa2m1ELrYRukC5unZsj+P+C97jwTdn4+/jpm9qDbv39WJy4V5WLxtE+ugKKtYpY2NlLu6kI9MKVzaQYm+ndF4unjh49Yan+d2fbqFlphNPnXJxGzn4EBt352At1+OLACkIEUdg+PVKIWzzi0rpuT2Lbja0XAAqG1ouAJUNLReAyoaWC6CbDS0XgMqGlgtAZUPLBaCyoeUCUNnQcnG8DS0XgMqGlgtAZUPLBaCyoeUCUNnoyQWgsqHlAlDZ0HIBqGxouQC1DS0XAIMu/oZ5Ez/4RQpDC3flnHBhaPrAw+HC0Pck/Jjs39KeI+j9Rj3pwyrxJISYVFjEpMIimm9PJ2anjkvzNxE0SbzeNBbPYBc+BzQ+nMnVmet44bF/8MJj/yBgN+CLCWK8wUhMkWD3Pwfy4uR5ND2TicEYwJPp59Hi03i0+DTMDRD7gAlfhESfpDoezVtA0CJoyZP5cPMw8v/u5pKJa7lk4lre3D6K+qlZjP/nBlJX+5TXHzzphgVxmBsD3HLZQm65bCHtU520DoikLT/EZX9aRHpkK5KA5r42LHUSfZNrcayx4lhjxdPPzWXXLqUzVUd7ugxRPpJeMBNaHkNhchUhnw6ajdBs5JSn13Lj1C9oXJeMFJSIKQrS6LES9UgFE2ZsI2CDbVtz2LY1h81L+3Hf1Pk0P59BdH4TVJuRF8aAV0fkFhNt17UTVRIiqiTEe4eHIl5KIH5XEFehG/OFtZgvrMVV6CZ+VxDxUgLipQTeOzyUqJIQbde1E7nFBF6dMs9qM9H5TTQ/n8F9U+dz39T5bF7aj21bcwjYYMKMbUQ9UkGjx0pMURApKNG4Lpkbp37BjVO/4JSn10KzkZBPp3zn5TEkvWCGKB/t6TKdqTouu3Ypl127FE8/N441Vvom12Kpk2jua0MSkB7ZymV/WkRbfojWAZG0DoikfaqTWy5biLkxAAviyH/SjS86ROpqH+P/uYH6qVnUT83ize2juGTiWvL/7ubDzcNoyVNeVvlo3gL6JNXhi5CIfcBE7AMmzA3waPFpeDL9GIwBmp7J5MXJ89j9z4HEFAmMNxjxxQTxxQQJ2A288Ng/uDpzHY0PZ+JzgGewi9ebxhI0SVyav4mYnTpidupovj2dSYVFeBJCpA+rpPcb9bTlCpZ/VcjyrwppyxW05aptaLnoyYaWi55saLnoyYaWi+NtaLnoyYaWi55saLnoyYaWi55saLk43oaWi55saLnoyYaWi55saLnoyUZPLnqyoeWiJxtaLnqyoeWiJxtaLtpyBatWD/r+C0o4/18lXDPEtyXw17YPYq+UywfbhuOIdWI0KDVDHdvjCGS5GZ19hEBIxzd7c0hdJtNxSTtiTRRBC6QvVUa9LfsTXJy3hSVzJhC8rIn6shhkr0Tvd12U3y6Qtznw9FXuBs1WH54jEYRifWS9LSEFBAG7juqTdAgJ0r4OUn+V0tjZW+4gFO1HX2fg5Ek7OS92M3NrJrJ1TxayU0dC3wYA6pscWGw+Uh/VUTvajjcagmaBkMDYJpG62s2Rm5RdHqo3E5ndivndaOpO95KwzETdZD9RsZ2Y343Gf3FTV0Nfd7WdQYOOYDd4KW5KpMNpxrjNhtBB4mYf1ScZ8TuU+T4w7QN2u9JZWZ1LY5MD+w4zHYO8yC0GonOb8S2PIzRe6clzVtYe5i8eixyAxy9+ncXNyklmWsxO7nj7ckJHhwU9b9o6PjvSH3l1JMbJjbQcjCEU7cex00TnYA9xsR1MSlFqpgZYK7hv8QUYOiRS1vqoG25UagyGOHHYPPSJraPTrzwi2bkzC0tKJ1azD8PbsXgubKG1yU7icgP1U7wkLjXhuVAZBbutJAo5wUPWcxJV4y34IpVxa3QeCVMLJG3opOpPyt2522kkIbaD+qJ4QrYgQ/sf4brkVcxvGs5XKwcRSFQe+8gtBky9Okh41UrlBB2SgJS1QfSdQYRe4sjFArlJ2QfmrHY8LiPmIguhIcrb3Q9daCVkEiRkNKN7I5apf/4agLcPDCPjUag43YHODdK4VhxvRVA1JcSofofRy0E2lGQBoD9iwVHYiM+vp6PJxgVDNjPcXsLt6y4A4ImxSi+9zZ3Z3WxouQBUNrRcACobWi4AlQ0tF0A3G1ouAJUNLReAyoaWC0BlQ8vFsePg321ouTjehpYLQGVDywWobWi5AFQ2tFyA2kZPLgCVDS0XgMqGlgtAZUPLBaCyoeUC4I/Lp1Nxw/2/SM3QxztzT7hm6JxBB8M1Q9+T8AjU4YQTTjjhhPN/NCEkQscGxfqJfx/O9yf8mOzf8tc3ZrHrsgLOKdyG+eNIAkGZQFBm4pQdRK6xUPxqX2oezSF5lU7p2vu4kY4CP+6kIJe+/TmXvv051uUOTrLvpy1LxrUinrsmfkbCRhg5dxvsdDB8+h6iV1qIXmkh+R9GLLUSplITziQDtaNMGNr8CB3ospy0p+sxrorAuCqCqCKJmA1GjK0SyzYO5Po1l1O8KJcLRm5C55GoqYympjKaqCgX5kWRHJptwz+uHV+Wh4zPvWQOrUQOQOk0C7kPush90IXOJRNldtOaK3HRwM009ZcAweS0A7jjJFr2x+KptOOptDN55G7avGYOvNgHnRQiWG3FPcCNzg0NA43Yy1HGBRHwyNuzWP34KK7JXsfAzCqcQ93cM3IxyX3quSN3Ge19/fiKI/EVR/J5WV/mXPAWiWOq2dDZm72PDWTvYwPZ0NmbxDHVzLngLeZc8Bafl/XFVxxJe18/d+QuI7lPPfeMXIxzqJuBmVVck72O1Y+PYvXjo3jk7VnKYG/lyrrp3OAe4CZYbUUnhTjwYh/avGbavGYmj9yNp9JOy/5Y3HESk9MOAIKm/so2ac2ViDK7iTK70blkch90UTrNghyAzKGVZHzuxZflwT+unUOzbZgXRWJeFElUlIuaymh0HokLRm6ieFEu16+5nGUbB2JsVfZlzAYjUUUSxlURtKfr0WU5ETowtPmpHaUcE6ZSE5ZaCUutRPI/jESvtDB8+h7Y6WDk3G0kbIS7Jn6Ga0U8bVkyJ9n3c5J9P9blDi59+3PcSUE6CvwkPW4kZIDkVTpqHs2h+NW+RK6xELnGwsQpOwgEZcwfR3JO4TZ2XVbA/S9fQkJCGwkJbdz/8iXc//IlKhtaLnqyoeWiJxtaLnqyoeXieBtaLnqyoeWiJxtaLnqyoeWiJxtaLo63oeWiJxtaLnqyoeWiJxtaLnqy0ZOLnmxouejJhpaLnmxouejJhpaL+1++hPi49v/adSqcnyfhx2R8Wx3Z6/GHSd5hZuRtW9j812HUjVJK1H2HH+HAqmxkH3jjBFmfeAkZZVp7G2npGyJthcDgVKpw629y4/gwgoaz3EjlFvQuCW9siMRvJJyJSsNHV5ZSjW2qNhC3K4R8XR1X9NrA318/F3dyiOTVMPDOHSwt6sfI3qUAmHV+1pVmkfq6kbJpMpH7dbQN8WEqM5K00U/z9UqjyXv7LeKODefj2GZG71TeTK9zyWSMqMBu8LFzVybYlXWN3Grk+psW8vj6qegb9eS808b+31uw7jcRfSDEsD9vodWvVDevW9WfqZO3sLE+A8ejdqomWkhd7aE900TfG/ZyqC0O90dKo+SmkX5M1QZS1/jw3dZM3bYkRk/cy7oNfZkwdjebFgzkT1e9D8DD780iYBXY8loxLYiiRRnaiegi8J7bivNAFAB6l8Q9s9/n0VdnMeLcXXy9bgBjRxexYVU/EofUYnwyhqpxyuMkb4qf2I0GLOfX0juykaIX+hFR6qVqvJnUVW46/tTJyASl4eiS5cMYO3EPUQYXW+YobRNc+V7yn3Jz+KJIAnEB7hijjMfz4nPTaRvqg04dgwaW0uk3UrYpnaA1RPQemYANOoYojXcfH/0RD+49k5gXbdSONODN8BG5zUhbfpCMxSGqLlcGehubeQRP0MDGQ5mc3ncvux4bTM14sNTI/OHyBbxWPprQXKXxcONAGW+KH+sRA3oX2OoEdaMEpiaZgFUgermJ/0zpcdMxs52E5yz4bToqT5GILpKJOuRD9oU4MsOEqVF52ztA3sQSijZnkfiNYPhdW9j45DDqRsNpo3cA8MWGwQAkbqCbDS0XgMqGlgtAZUPLBaCyoeUC6GZDywWgsqHlAlDZ0HIBqGxouQBUNrRcHG9DywWgsqHlAlDZ0HIBqGxouQBUNnpyAahsaLkAtQ0tF4DKhpYLQGVDywXApAGbfrEG1B/uLMB6Ao/JXB1BZg7aF35M9j0J1wz9W2SvRGueTHvATPQtZdjLJOxlEnt2ZOLt5aPX0nbyXmmm7HQz+XP2MPHajVirZaJ/X4Y3Uo83Uo/hy0h0XoGh2ErEIeU9P/Ze7Vz2l8/Qu0HowX7AgP2AAV+Glxn3L6d6TxJzls4gbk8AQ5KL6kmC82K2YLT62VKezpbydNr9Zv427CPqRhgYPvgw3gkd/6+9+w6Polz7OP6dremdNBJCB+lNKRaKgKAoAlIsCEfsoiJ6bOhL8CAoKpajoFgoKmLFhiIgTUSkKj20BAIkhBTSt8/7x0rOhs2EkrAJcH+ua6+LbGZ2ntndH3Nn5pnnwS/NhNMPDt6kw7kuDOe6MCa/eQf+QVaKklT8b8nEL0uH3gqH1iVyYmo9TCf0BOwxEbDHBCr8cFUzhnXYgM6qcP1nvxO4y0xJYzt9Jq4mrTiSUdFrGBW9BnuUnUERG7H/UIfYl1OJvfoILV7djt6q8tvalmSviyXkkJ2QQ3YUm47+N6wnbYCBO+utI2mxhT9/bUnIfoU9J6KxRKlM+Xg4Uz4ejjkXAg8rKIqKa1gOjgAVR4D734qiEnhYIfCwgjkXpnw8HEuUyp4T0YTsV/jz15YkLbZwZ711pA0w0P+G9fS/YT2KTUfIITvZ62L5bW1L9FaVFq9uJ/bqI8S+nIr9hzoMitjo3p8oO6Oi15BWHEmfiaspaWwncJeZ6z/7HZ1VYViHDfxwVTN+uKoZqBCwx4TphJ4TU+txaF0ieiv4ZenwvyXT/Z4HWfEPsjL5zTtwrgtzfzZ+4Jdmwtq9kMvb7efYFUZe6/QVr3X6igK7HxsPJWIKsDMkYiNHe7qnPYja7mDK4ps5uj2Wm5OXcXPyMmxJVoL2GFENYCiFO5//gaB6BViinYTsUzDuCkBvVd3fv6WhWEMNhD92kICjOnrc8yfNpmznYD8/mn6YS73FBVjr2bDWs7H9r/oEHVQIH3uQAocfJ5rq0FkUQgwWQgwWdBYFncU7G1q5qCgbWrmoKBtauagoG1q5ODUbWrmoKBtauagoG1q5qCgbWrmoKBtauTg1G1q5qCgbWrmoKBtauagoG1q5qCgbFeWiomxo5aKibGjloqJsaOWiomxo5UJnUQg2WH12XHKquio/xOnJmSE8xhma/h+McTpCV/gTMDQDo859BkWnqLhUhbyFCRR0LSVwkz+2ULA1shC/0EjIn+mcuNp9K6djZA4Wu5GI94M4fIcN/40BoIA92N1R0z8Lwge6x4JJ/yue4DQFa7j7duXnHv6EqSn9KdwaiT3GTrOGR3H9My/UwNi/efuzG7nu5vX89Vx70m930CAum8wliRQnOTFnuf9ycPq5Ow0GpisUJ6p0vHwvm9Y3of4PNixRRgKPWMjoerJzIQwYupZv97XBmRqIM9SJYtERUK+QNjFHybYEkrbOvV/2MCc6m4Ir2Ikpw4g11s6dl//BL69eTVhKEQWTSmkT6b5dfPmv7TAWwbR/zea5t/6F4oS4xRkcuDMOVGjeaz8ZRe6/UIwfRpJzq/usVtSnAeSOdN/CHPFxENm3l5R9RpGfBWIfk0NcUAG7lzcCBRrOyyCjXxyqHiY/MpsnZ//L3dYg6HXtX2zNiSdkoj8nmgVx3RO/MW9DV8yZRmxxdnSF7vfLZVIxntBTv8shovyK2XosnpJDwah+LvT5evQNirm58VYAfvyyGzorxP1RQnFdP/yy7aTdaKLjFXvZtKFJ2XsO7sJabwFrtHuuqti+6aRmRJH4qYF2k7fwy7dXADD21h/4LrMtOkUl5UA8xmNGgtvk8Eyzn5n83zuwhbhHEgYorK+S2O4oed/VpTTafbeOsRBQobRTCQmfmMi9x/3++RntGD6OJOy3QxR0TuToIDum/X7uaRw6lhLyhz/hgw6X+37bXXpKvowjv2cpzhMmdDal7D0C0IfZymVDKxfgnQ2tXIB3NrRyAXhlQysXQLlsaOUC8MqGVi4Ar2xo5QLwyoZWLgCvbGjl4tRsaOUC8MqGVi4Ar2xo5QLwyoZWLgCvbFSUC8ArG1q5ALyyoZkLvLOhlQvAKxtauQCgwMrBp57zyZmh+X+1qvKZodvabZczQ6chJaOHkD161GN+WMOg1G4kNSXO/dhWF8dbsajX5dLkNSuFTZxYk2zU/dpI62f+JrdHEorTPQ5FdGARcVMNZLUzUPdTE0Ut7JgKIapLJklXHcLSoxDl5TooL9chdI/CY498Sew6G7PHv87T395O/u4I7JEORnRcz+HFSRhGg2E0vLapD/W/zeW7DR1Iv92B0c9B2qYEihs6aNA0g6dGfM1TI75G5wBDkYKxCJq9eZRIcxGfDHqbow/ZyLgaQqYdwVIHLHXc4+Z8u6gb4d8GMqLvGvyOGDDVLWZG2/ls/fYyDDoXjedm0XhuFiEpeoLSdGBwYavjIHC/kSsC92MLUbBPySdrdx1+/6odv3/VjvqLSojvlc7DP48i6LAT0w3HsSWEc/ugFUTsctEl4gC526LI3RbFlc+tw1JoJuFNA0V35dMoModGkTkU3ZVPwpsGLIVmLIVmrnxuHbnbougScYCIXS5uH7QCW0I4phuOE3TYycM/jyK+VzrxvdKpv6iE379qR9buOtin5GMLUbgicD+B+43Y6jjA4CIoTUdQmo6QFD2N52Zh0LnY+u1lzGg7H1PdYvyOGBjRdw3h3wby7aJufLuoG44A9/sWMu0IGVfD0YdsfDLobSLNRTR78yjGIvd7byhS0DngqRFf06BpBsUN3Z+V0c9B+u0OvtvQgfrf5lL/21xe29QHw2g4vDiJER3XY490kL87gqe/vZ3Z418ndp2Nxx75ksce+ZLQPQrKy3Ww9Cgk6apDRHXJxFQIRS3s1P3URFY7A3FT3Y/owCIUJ+T2SKL1M39T92v3JYnCJk6avGZFvS4Xx1uxON6KJXVbXVJT4ii1G7GGgXrMj9DdeuJbHCO+xTFCd+sJ3V1BNjRyUVE2tHJRUTa0clFRNrRycWo2tHJRUTa0clFRNrRyUVE2tHJRUTa0cnFqNrRyUVE2tHJRUTa0clFRNrRyUVE2KspFRdnQykVF2dDKRUXZ0MpFRdnQykXobj2xzbJq7Dglzg+5m0wIIYSopZyqglM99zvCqrLupUQuk+FxmezdZPzrKDQcl8v+e5Noco17DIx92VH4mex80OZjnhs4iiN9wohbW0KvWb/z4fZu7pFX97nH4NDZ3dfKDSUwZ9zrPJM6mJRdCQzsvImVc67gibGf89ZU9/gtBQ0UXAaIuTyD43/EEdUlk9KvYymuC9YEOyM6rmfFK+4ZsFs8so0/F7ahpK6LwHQdisu9rfa3bmfN6pY4Q92X9H67fjrDH3uCowPs6HJMNPjBSlZ7P3qP/JOtefGk/5GI3t2/k9IYF23bpvL33npc9lIuKQ9EYzqhENLlOFmHwjEfM3D/Le7Ow3tLo+kZuot8ZwBTfh5EXItjjGu4jJf29CPYZMX5dizmXHdHxNQb/eh05R5S8yM4nh2M3x4/WvXbw7GXGsKjWQSOtpF6V33Afanu5HgvzmAnb177KQCP/no7+kKPKQgsCjorNPgojeI5JngzmpinD7B9cVMsTS3UiSqkQWguABt/b0qDHyxYI0zox2ZSaDPzdNPFvHGgNxk7Y3i2/0JC9e7LDCvyL6OJfxbvftUfa4yD6Hp5FKyrgy1MpdnMLHY9HUHbJoeAf8YkOubu65DYNZ024UdZ9nFnordYSL3RjCvSRvyP7hHDP3/9Va7+aTz6fD1XXbODLZ+1wmUEVQfFiS4CjrhPynYetJWdb7Wm57/XsmDTFZgPGwk8Av5DMsleF0udrhkc2+CeZkTngJBUlUee+YJX3x5Oj9Hr+e7PjjS77DBTG3zD6Dcew+G+AorT7L5DRmlchMulMKbVWpbfeyUZ3QKou/QEk7+by91bRwJgsRlpHJXN3tUNaDTrIAfeiMBaZCZmmXtfTo6xYw6ylsuGVi4Ar2xo5QLwyoZWLgCvbGjlAspnQysXgFc2tHIBeGVDKxeAVza0cgF4ZUMrF6dmQysXgFc2tHIBeGVDKxeAVza0cgF4ZaOiXABe2dDKBXhnQysXgFc2tHIBeGVDKxcAUT852fT5BJ9cJpuzpW2VL5ONbv+3XCY7DSmG+N+X7r7VQ/APNrBwa3tM6aayWbtLW1iI/9ZIxpU65g6awXMP38fBAQqTen1DE1Mmt/56PzGr3CfZTEUuSu/OY3C9v/kyrT1hbwdjKLZjqWOmzYS/WJzSgo5J7uvkJr2DQy814+jVOur/YCX+pf38vq4FxgIFW0MLynEzd/Z2D6K3/FhTxtVfxqzBA7h6/hbSLeGMqfMbrx7pR+bkhmRc6T5w2cKcEOQk+lcj+Y0VQverhI5OZ29KXTq32Ufqe00xFrnvzAl75BBXRe3j26m9KY5VsIWDMR/ifyumy3ub+OrLa4jt4e5Xkv1TAuYTKsVxChHXZGJ6JYLcR4owfxVOdgeVxKUuDvb756qryQUGFb9DRpQ2BbSLO8KGVZeh1i/BadXjt99MyEH31y63hULQIbBEgl8uPP6I+y6z194ajiUC/P6Z56moHkTsVClIUrA0srrnZ0oL4PLuu/groy7q1hAs9f45CjoUsOlIWuwivY+OqM0K1lvyiHgrCNu/c8ldHUtghnv71jCFqOsPk7kygVuGrmbdfR05enUg9lAw5UFgpsrNz7gPbmuyG3PirXrYg3Q0uG8Pf25tTJNmR8ifk0h+I4XQfSpZ1/7ThiI9phN64n63E/vcAZ6ou5gPj19Nol8ev93Wnnu/+RGAN9J60ytmD/OWdUetY8V0wA97iMqVXXZy9OlGpN1oJv439+dV7+kUbE4Dmw4m0q/ZTra+2A6/41YcgUZOjC1kaP0tfHPIPTif/wfh2IJ0HOvu4LNr32WvLZaJyweT9KPK5P++x6iFDxL3u/t1j95sx3+nH45AsCXaGNRmCy5V4afF7n5N1/dbD7j7FnlmQysXgFc2tHIBeGVDKxeAVza0cgGUy4ZWLgCvbGjlAryzoZULwDsbGrkAvLKhlYtTs6GVC8A7Gxq5ALyyoZULwCsbWrkAvLNRQS4Ar2xo5QLwyoZWLgCvbGjlAvDKhlYuAH78tg0HXvDNrPVSDPmGFEP870s3ZX1PFif3I7uVkYS3t+D3i/uLs/O3RgS2ySUyoBglOYpDffwJ3a/ywDPf8O6BazieHQx57o51eouCuWkBzetksfVIPHGfmNGXurA8kYd1YQx5V1m4t737P+v3VlzLPT1WEKCz8dlL/TjW3YHfESMLR7/KgK8fp95ie9mtykkTUlj7Wwt69tjKmkVtUXUQvdlJXmM99hCw1HUfWAL3G7lq0F+s+aYddfseYs/+OPwPGfHPBnsARPVzT5YJoLfBvLvfZE1xU/77Vw/qzTPQ6aVN/PB9F/RWsIW4O50CmHIV+gzcSMr9zQh+I5Mj7zSi9NYT+H8WRkCWnQODDeiL3W1NHvgF/7d+ICGhJeh1KjfV28aCL3ugt0HoAReFtxcQMs/dGTO7rZ56PxeTdmMgjmAXSqT7PzE1x4yhUEf9H9wV6aH+gUT97aTgzkKCPw0hv6EOpwlGDF3J94da43QpFOS7DwIvXPEdyd8NwxnoouE3DkqijWVtrfvQfgrHxdLsXff8UUu/64Qtwt2x01Tg/svxxpvWsfHpjhy608HD7VZyVaD7r/c7P3gUpwniux4he3FdjCVQGgWl9ew0bZTBkSX1uGrwXwCsWdiO4kZ2/I4YMRZA+D4nWR30KC646oa/WbGyDQDdrt7JwRebobO5ONTPyI9DXmPQnCew1LUTs8rArU8vpuSfe+DfX9mT+3r+yqwtVxO+xg/zoGP4vRqO019Hxh1W2tQ9yu7j0QBY94S4zyyE26gTVcj9DVczc+pg8hsp1FtaipqcTU6J++BWvDWCFlfvx3JdAYfHtidqu52bX13Ge1+4Oy3fN8x9dvDbJ3qXy4ZWLgCvbGjlAvDKhlYuAK9saOUCKJcNrVwAXtnQygXglQ2tXABe2dDKxcksemZDKxenZkMrF+CdDa1cnGyrZza0cgF4ZUMrF+CdjYpyAXhlQysXgFc2tHIBeGVDKxeAVza0cgEwY15P9r3km2Loo83tq1wM3dVhixRDpyHFEP/70rW6Zwr2fnZcLoUe9ffx6/6mAASuC8ASCc8P/5yP0q+kXcQRvl1zOfoSHQ/ftIh502+gyD2sBnHdjmB1GnA4deTsiSKsifvSTfSzOg73DSdmg4XUm9ynWuPXuMgYZiUspITIiWZSBwejt4Al2snArpvY8FInwh9yj4fTITydJHM2n91/PYX1zJQOzqddzBFcKCT65/HtPvfB1XI8gNBdevIvc6KzKozutYqPfr+G8L/1lMSCo1kJkaHuAuPY4XCaNj5KodWPjCPhKKV66mxUSLh7PyXjotl9XwB+R91nvHQOqNP9KEf+jqPh1yXorA4O3hiK47JiglYHYgsFY1f3vhYeCANVodeVW1m+tjUus0rPDjvYcyKaCY0XMXbdbahO919YdRcaOXqLjUZxxyl8P4Gwv9yvcaJdBMH3HGZ/hvvUfPxXJo4MsqPoVd7uMp8X991A07AsVmxuic6q0KvbNpb/7n4PUFSCG57A/kcEpnwouqYYw65Akn7Ix2U2cGBIAHXbuu+4Ob4qHpcBLPEOmr9XQsAbWRz+oBHHO6mo/k7i6uYRbHZfV9yzL56YhDxy8gMxpAQQkAl5bZ3cdeVq5izvjsusErrL/Z9W/mVO/OqUcHPjraSXhqND5a9jdfH/JpTgQ1ZuffcnAA5ao9icl0jeO0lc/vRGvvujI37/3P3U4JtCciZZOfHPbOFxX5g5epWOBt9bOXa5HwlL8sia4i4oTuyNILJpNga9+2ez3kHG2roEpcOd4xfx3+9vwBng4uarNvBXbl3uSvyd/3w+HHCfYSjuUsK1jfawMq0xOp2K3/JgCq92X/IK/s29fUuvwnLZ0MoF4JUNrVxUlA2tXIB3NrRyAZTLhlYuAK9saOUC8MqGVi4Ar2xo5QLwyoZWLk7NhlYuAO9saOQC8MqGVi4Ar2xo5QLwykZFuQC8sqGVC8ArG5Xl4tRsaOUC8MqGVi4A8jvmknbXZJ8UQ+9v7ljlYuieDpukGDoNuZtMCCGEEJc0OTOERwfqdyZhLAniqmt2MDH+J2bkuP9y3JJbF6dLR/biuji7FRD9UQCWcD0nmijobKC2L8R61P0XVrv2B0hZ1Bh0UG9hNkp2LiN/38zk7f2Je9PMob5+TB46H4CJn9zG2BE/sKGgAb+vaolfloIjCJQ2BZTk+vN2z0+Y+LJ77JzgdDuZXd0jrLquKCDhFT1MySHjp3oUNXRiPu7+y8Ea5eTqDrtZf6QeHeIPkz6tKfkN9Xz0yJs8vncomXkhhAW5J4otXlEH1QA6GxS1sTKszSZ+/LIb7939Dk88/yAhqaWETfunz1ByfTKuNBGS6v665LQGFHAGOfE7aqA0wcEL3RcC8PKcoYwf9Q2JxhyO2CN4bVdvGkdmk2/1g1fq4Ld+H7tfdp91C44pgtVhqAooLohd5z5rldklEFVH2YSPXHOCwmNBNH9qD5YrGsO/jxNqtrAvJ4rHL1tGXWMu6fZIAKbPHcxTo7/k/1YNwv+wAUu8A32RHlSI3PbPZ97A/Zd+3O82opLTOPFkAgUN/Hn1PzO474OHGDB0LV9s7UjQVnPZSM2KAwJ7HudEkT+x4QW81uRL7nrrUUIPOEl8cg+bjyZwRV13Z+vfNjfHnK3HWsdJ0AE9cdcfgmcjOfxvJ7r1IWUdnWP/sFOYaGTSU7MZu+IOAiJKUbeGYCgCS7TKld13cHmIuyP/2wtuZNId83nuy9uot8RCxqNWnmv1Mx9f2QE1KoJDg6Lgnz+Im92wj7+2NMQcX4yyJRiXCcL2qvjluSc41a8NIaqf+wyKXueifcQRHoxczaSj17s7HUc60Oe5zwo6w90TFutzDOWyoZULwCsbWrkAvLKhlQvwzoZWLoBy2dDKBeCVDa1cAF7Z0MoFeGdDKxeAVza0cuGVDY1cAF7Z0MwFeGVDKxeAVza0cgF4ZaPCXIBXNrRyAXhlQysXgFc2tHIBeGVDKxcASoaDtAm+6UD93uaO+Aed+43fpUUO7juPZ4YWLVrECy+8wNatWwkMDOSaa67hm2++0VxeVVUmTZrErFmzyMvLo3Pnzrzzzju0bNmy2tt2NqQY4n9fumbzn6bem/5c9cFGFk3rwRXj3P0EdIqL77a2g1I9kUl55O6LIGqzQmmUQlDvLCwOA0U73deoPxv+Fv++9wGyOpmwhqk4Q5zErNGT1dfKtc1T2P5GG3R291tuidDRYORebE49pc/FkftUCUUlZuLD80k7UgcKDYTsd5+8K2juQF+op0+PLSxb3p6HBizmzdV9MR/To7f9b1/sgdD44+PsejIUfY6Rhl+XcGBwABE7IHLLCXY/EIIS9M+M6RlmFJdCQAYUtLOhyzfQukMqbUKP8PWCawg+pNL84ZOn8euQmVKH6A0K4X/lov63iMIZiQQdKqHb+xtZmtGcoh/dd/wUNlR59Lqf+Ozg5RSsjqaknhN9mJXYL80YrCoFiQYKGrrfgyYf53Hk2gh0Thh5/2JmbnUXoA+0Wc3H7/bD9c//1XV/zWXvyHBCDiiEpDtwmBUyh1pxnjATcEhPyDVZ3Jq0AYA3f7me4AMKQQMy6RO3m7X3dKKoXgDBD6ajPBxEXrsIsi53bz+22XGahh1n939bUlhPYciI1WzNr8u2zQ1whToI+ctEiftmLlSdiivOilpkpPnMAnLah5HbEhp+U8KBIQE4I+1cNs3d03bfyDoY/zl+OU1gjXHy6DVLeOfHfvTutYWlK9u7fxfsJGS3gYJGLgh2UL/ucY7mhRIUYCXi5QD8J2dg0rsvOaR+3AS/XBcuo0KrcVv5dXcz94zqVznRF+gxn1CI3uj+Mrwyaya3fv4IQS3y8DM4KFoWjX+2SnYHlYjGueQcDAd/9+sObPMXLlXH+jc6csOTK1lzdyeOPOPC/JP7co/1evc+1Z2qK5cNrVwAXtnQygXglQ2tXABe2dDKBVAuG1q5ALyyoZULwCsbWrkAvLKhlQvAKxtauTg1G1q5ALyyoZULwCsbWrkAvLKhlQvwzkZFuQC8sqGVC8ArG1q5ALyyoZULwCsbWrkAMHxrZusc3/QZmrn58ioXQw902HBe2vr1119zzz33MGXKFHr16oWqqmzbto1bbrlFc52XX36ZF198kTlz5tC0aVMmT57M6tWrSUlJITg4uFrbdzakGOJ/X7qGz08hsXsOupeiONHIjMvdv5LwFBuH+hmJ3qhSmKAj6NosMtMiUQLtmA748fbIWbyb0ROA3d83wRYG9hAndZfD0R4K/gmFlBT6EbjDTNdb/qZdkPuvoRnzbkRvg+hNFrI6+lHY2Mmj3Zfw9s/9CExXUFSwhrnb4GpdhP1oAKN6rmZHQTx/Z8QTtCQIdFBn/QlGfe6+K+P5TTeBquDnb6P4hD93dfydb9/uSdxtqexISQSbjvev/wCABz+/F78WJ3jysl/49JY+pPw7gPA1fkT/lk3cnKNkDgpmZ7L7P/bI+Hzyd0WQ2O4o6X/HE9v6GLlFAfStv5uVRxpj+D6CE83cX6X/DPyc//7fMPKHFfJ62y8Yu/E25l7xEXd8O5aoZtkYPopE53Avmz+6kMIjwejDbegNTgyb3acAHB2KcDr0OP/pmB5ct5DQOcG4DAqOu3LITonik5vfZtT6u3i703we+3sYoV+4g/TwC1/w/HfDCUtRcNyUS4+6+1iS1pyIoBIyt8WQ2PYo6X/FAxB6WS45R0NpkZxO7MJCMkbHk3V1FHlXWWj2Sgm3f7WUabuuA8CyM4wZw2dxz093g8lFy2bpZMxvwM1jV/DRpisJDCvFUnryNJLKfzp+z9zh/Th+RRi4oKhvEW3jjtIy5ChzV7gPbsb4EnTbgjCfcI/CXJyoMrb/Yt5c1Zfgffqy7wa4Dx4P3vkDfxXV44+v2lLc0kpAsIXSw8HEr1Q50guMBe4Cw3QCmt+0l/vjVjD243uxNbSgFhuJrZ9D0a/RBB92kdXJXbjUW2wnr5kJnR3C9ltxPZ3N0T/rcnIUf+Wfs03xnY+Uy4ZWLgCvbGjlAvDKhlYuAK9saOYCymVDKxeAVza0cgF4ZUMrF4BXNrRyAXhlQysXp2ZDKxeAVza0cgF4ZUMrF4BXNrRyAXhno4JcgHc2tHIBeGVDKxeAVza0cgF4ZUMrFwBOm4UDky7tYsjhcFC/fn0mTZrEmDFjzmgdVVWJj49n3LhxPPXUUwBYrVZiYmJ4+eWXue+++6qtfWdLiiE8iqEJU2jaN5NovyKKHGYOfOoerr+gkYozwIWhQI+pAIob2GnxYha7H4tz/yWRHUzwX+6/REbc9SsfbLkSndFF9Hd+BNxzhKxFiRS1t6CeMIHRhWr45y1XocWENK5ZnsaA4K2MH3E/BwYF0KHbXp5M+Jnha+7F/2/3BJFFzew81GUFM3/tjRriwC/VRFjXLEp/iiZ28EEOL04CYPBtq9ldGMue3Chih6axb3J7dPVKUFW4vN4h9nx4GeaCf26p7u0iJLaQQLMNdW4d6tyfRsFLiehtLg6MhNEd/uDTH3oA7jFfAp/yBxfsHRWKLr4EfUpg2V1sl72Wz+6H3WfHdCE2GnygMGzmYqb8NgC/owYSVlpIu1dFl+pPw24HyZvtnubjlieX8skHfYlZV8z+4QE0auu+3Xn/34k0+ryEY13clx/vuHsJX03rQ/i/DnFgbRKuBqXUn6VwuIcflngHz179I1880A+A1LtVXAUmmv83j12Pu/+a9DtixNmsGNfRAJrMzS/rLVf8cinHNsRx+40rmbO5Kw0/BqdJR8jT6Rx/tz7KqOMUW90FTkFmMPHLdFhDdDQds4sNh+qhKOA6FEDj57aQ+WV9mka4L3s0D87km/nXkNDvIJnfJOF/fRYn/ojG0sCGUmDggWvdd6W8s64nQSlGStuW8vlVs5h2uD+b1zah4cISpi94lx8L27C6V30Adr5YHxRQHArYdShhNoK2+BF9Qzol79cla6AFl929Y3e3/50FH11LYTsrkVGF5O6LoPnrGeycEE1gqhFbCDhC3H+V60t0hOxXaHj7XoIMVrIsQexfXR/1n7NyinsxGl2TVi4bWrkAvLKhlQvAOxsauQC8sqGVC6BcNrRyAXhlQysXgFc2tHIBeGVDKxeAVza0cnFqNrRyAXhlQysXgFc2tHIBeGVDKxfgnY2KcgF4ZUMrF4BXNrRyAXhlQysXgFc2tHIB4LRbfHZr/dubOle5GBrb8U/S09PLtdVsNmM2m8/5ddevX0/nzp356KOPeOutt8jMzKRdu3a8+uqrmpe8Dhw4QKNGjdi8eTPt27cve37gwIGEhYUxd+7cc25PVUkHaiGEEKKWcqFU+QGQmJhIaGho2WPq1KlVateBA+7BPZOTk3nuuef48ccfCQ8Pp3v37uTm5la4TmZmJgAxMTHlno+JiSn7XU2RYshDnb+d7NqeyP6CSK6N3EXsiuPErjiOOVfBkK+n9ZX7UC7P584r/iC7RzyGIh15uyO5ve16eo/8k94j/2TOD9eyv/dsjLsCyBpowfZWPP7ZKo1nuvA/psMQZuWDnrP5oOdsDHkG/L5WmPN1Hwavux/X5FyG9PmDTRuaMHT5AyTN1eOfo+Kfo3JTu795d1lv1FA7qNDgs2Nk7aqDJQqyP02iuLmN4uY2Pt/TgQ1/NWJm60858nAHrrp6B3Efm+malMa+vCjyG0PdR/dR99F94FIoyA4iIy0SvVUl5Vg06b0NHOtk5uNrPmDets5EdTxGVMdj5P8UR8q9wey5K4S6K530b7yLBl/moC/So+hVlFIrplw9plw9riIjBfXNONHRqmk6assiiuqacVr1jL7pV/avr0fksjQil6Xx0/ge5Ldw0HbmNlp3PECQ0UaQ0UbrjgdoO3Mb+S0c5Ldw8NP4HkQuS2P/+nqMvulXnFY9RXXNqC2LaNU0HSc6CuqbKahvxlVkxJSrRym1ouhV9EV6GnyZQ//Gu6i70smeu0JIuTeYlHuDyf8pjqiOx5i3rTMfX/MBxzqZSe9tIOVYNHqrSkZaJAXZQRRkB4FLoe6j+8hvDPvyouialEbcx2auunoHRx7uwMzWn7Lhr0Zs+KsRn+/pQHFzG9mfJmGJgqxddWjw2TFQQQ218+6y3ry7rDc3tfsb/xyVpLl6hi5/gE0bmjCkzx+4JucyeN39zPm6D35fK/h9rWDIM7i/N2FW/I/p3N+pbBXbW/FkDbRg3BXA/t6z2d97NnN+uJbeI//k9rbrydsdiaFIR3aPeO684g+Uy/NpfeU+DPl6DPl6zLkKsSuOc23kLvYXRLJreyLRm52Yc8Gc6x63J3qzdza0clFRNrRyUVE2tHJRUTa0cnFqNrRyUVE2tHJRUTa0clFRNrRyUVE2tHJxaja0clFRNrRyUVE2tHJRUTa0clFRNirKRUXZ0MpFRdnQykVF2dDKRUXZ0MpF9GYnpjzfHZeqa9b69PR08vPzyx7PPPNMhdtLTk5GUZRKHxs3bsTlcl9hmDBhAkOGDKFjx47Mnj0bRVH48ssvK90n5eSpw3+oqur1nK/VaDE0depULr/8coKDg4mOjubmm28mJSWl3DKjR4/2+iC6dOlSbhmr1crDDz9MVFQUgYGB3HTTTRw+fPis25NxtULAET3paXV49ecb2XdnHfbdWYekvmmoRpX85ESebrGYxa9fTceHttC9z9+gAyc6ln3cmWUfd6ZTj12MOngNihPe7zwPQ7GTgJFH2X+LP5Y6LvQGFwvzOrIwryN6q0L70HQMxeA8HED+JwmkFkfhCrcR9ZuRQ32MFN9QSPENhaye1wm/YzqUfCOmoyYyphtRXODwVwkcfpRG9Y7RqN4x4sPyCT6g5z9XDiDhl1zWLm9Feh8dKTNaULCxDk1e38uORU3ZsagprVscZPTlv9P86T0c76DHeSiQtlfsJyTNxdjpD1H/Ax0lNiMlNiOFjZ2M6LqOJYNe40gvHcsONmXfyAhu77mG4K0mUF1lB8/2LdNwDc1hzpQbGRK7GXtGABF/HoNiPavv7IjTT0WNCEGNCMGcYyFhscLG7ERCjBbahh6mbehhQowWNmYnkrBYIWGxgjnHghrhHjBt9Z0doVhPxJ/HsGcEMCR2M3Om3IhraA6uoTm0b5mGORdQXQRvNXF7zzXsGxnBsoNNOdJLx5JBrzGi6zpGdF1HYWMnJTYj9T/QMXb6Q4SkuWh7xX6chwI53kFP86f3MPry3xl9+e+0bnGQHYua0uT1vRRsrEPKjBak99GxdnkrEn7J5T9XDiD4gJ7gA3riw/JpVO8YgcOP4vBXUVyQMd392Sn5RvyO6fA7pmP1vE4U31DIoT5Gon4z4gq3kVocRf4nCTgPB2Aohvah6bQPTUdvVdzfG4MLSx0X+2/xJ2DkUQzFTt7vPA/FCaMOXsOog9fQqcculn3cGSc60EH3Pn/T8aEtLH79ap5usZj85ERUo4pqVEnqm8a+O93f+fS0OgQc0XOkp0L4Xgfhex0c6alwpKd3NrRyUVE2tHJRUTa0clFRNrRycWo2tHJRUTa0clFRNrRyUVE2tHJRUTa0cnFqNrRyUVE2tHJRUTa0clFRNrRyUVE2KspFRdnQykVF2dDKRUXZ0MpFRdnQysWRngph+x1VOPLVjJCQkHIPrUtkY8eOZdeuXZU+WrVqRVyc+86SFi1alK1rNptp2LAhhw4dqvC1Y2PdN9mcehYoKyvL62yRr9Von6F+/foxYsQILr/8chwOBxMmTGDbtm3s3LmTwED3dffRo0dz7NgxZs+eXbaeyWQiIiKi7OcHHniAH374gTlz5hAZGcnjjz9Obm4umzZtQq8//WBVJ6/N9m46nr3j4oisn0dUQDHPJrkHxhvz+QNE7FQxFbpAgZv+8ys9g3Zx11+j8DPa0etUipe6R/6tuySH3p9vYE9xLKt+bofeCnW22EkbpKAv1hO6R8Hh7gaENcLdOfDlYfOYnHID1tWRRO1w8ODrX9Ar4Cif5Lfk8xfd/WAUl3v7todzyCkIJDEyj/2Ho9Flm+jYeS+bD7n7NKiZfgQdUmg9fCebjiTiZ7ZTtD2CsD0q+U0U4n93lE2ZMKzLn3zzSzdiO2RwdFssarSVJm/a2TMmAJ1VQVeqI+Cf72yjW/axZV89KNZzY5ct/PBne5QQO0NbbeaL3zuTsAyO9HS/bvhOHa8/NZO9thhe/XQwTn8IS1GxRCiYemcT9byRvXe4r13f09fddybdEsHi1R2YffO7APzr2/vpd81mEv3+d7r1/SW9afJJAdn/sWNbFoVfrsqJZgr6Unji9m9oYjoGwGMvP0BeCxd1V6gc7g3DrvyTL7d3QC0wcmPnLfywrj0EujvCtG98iP1fNaYkFlz+LlxmlaYflrD3USNKlpn41plkbnaHfvB1a/liXWeSflQ5eqWB0L0qJ5oqBLXKxWI10rFuOts+d//HUFRPRYm10KFeOpv+bIIrykajhCzSc8KJDCnG9F93R2NbsA5VpzB8wmLuCN3B8pJ4Zjw2jOyWBszX5PBcs0U89cWd7u+A6i42DaWQ31TFGeik/kKV4+2NOM3Qvf9fNA10f2DLhl/Okb6RBPbJwulSsNiNfNRuLiuKLuP7568F1b1tcE+J8uHwmUw5eD3ZJYHkpIVz2X9zSR/gHvAy8cfjAOx6OKJcNrRyAXhlQysXgFc2tHIBeGVDKxdAuWxo5QLwyoZWLgCvbGjlAvDKhlYuAK9saOWiomxUlAvAKxtauQC8sqGVC8ArG1q5ALyyUVEuAK9saOUC8MqGVi4Ar2xo5QLwyoZWLgDS+gSz+y3f9Bl6deNVVe4z9ESnNdXe1oKCAqKjo3nnnXfKOlDb7XYSEhL4z3/+w7333uu1zskO1I899hhPPvkkADabjejoaOlA7en48eNER0ezatUqrrnGfbfN6NGjOXHiBN9++22F6+Tn51OnTh0+/vhjhg93j6h79OhREhMT+emnn7juuutOu92ycYZmJNNooR/pfYw4ohzc0sF9a/33P3TBEagSvQlswQoxv2biiA7BkFXArufDafaWFetL7jtj7kj8k1c/HUzAMShKhLY99/D30XhCA0tZ2vZjLv/9PqIWuqsh0wknhhIHqYPN4FJo9uIerO3qk9nZTMvr95CdXJ+0O92nIvUZZuq0zSLv9xgafHyEA6+G4L8imMce+ZJJGwfQKM59wCqalUBGXwdJXygE7MwgZXwC9/dexodf9+Wr0a/x0tH+rPvdPR9SxDYoiVawRsBDN/3MIWsEf/+7HYfucWDeFEjCshPsHxbmfpMUmDZkHoE6K9ssiby9sg8B6XpUPZQ2tBP6t5Fi9w1aOILdY7oMq7Oer7Ivp8RhwqBzYtI5qWMuYtFXXQhJ++d21gGlOIqNmDOMNPw8h5R73Z2wm83K48DwSKxx7gOLIdBO1I/+FNRXuOGWdRy3BmFz6XG49AQYbNwStYEvjrvn0vptc3MMhXoCj0J+Wzv+B4woTihJdDK2x1Ja+6VT7HL/VfTk13eCCo2+OMHh3mFYOxZT730DbV/5i3rmXN75vr/7r2kgIEsltzV0uXIXT8f/zC1zHmfMkCW8u6w3zaYfpqRFHAeHufcrbomBoHvdowRP7PQjr781lNKehTR8ooDUkXUJv9JduB3/OxpnnJX683REJaex46emxP5pxfxXGikTmoJOpcE3/8yzFGDAFqYne1ApG658jz5/jyS/2J+28Uf5e0VTgtKh5J8/rp64/Rs+Se+M+elgUh4xc9l/8sq+s8eujcVUqJLlnssSQ7HCTTeu46vNHTFkG0hcaif1Nujewj0Nyaqd7jGhGsynXDa0cgF4ZUMrF4BXNrRyAXhlQysXQLlsaOUC8MqGVi4A72xo5ALwyoZWLgCvbGjl4tRsaOUC8MqGVi7AOxtauQC8sqGVC8ArGxXlAvDKhlYuAK9saOUC8MqGVi5Ofmc9s6GVC4Cu9baz4NpPfFIMTdtwdZWLoScv/+28tHXcuHF89dVXfPTRRyQlJfHKK6/www8/sHv3bsLD3d/Z5s2bM3XqVAYNGgS4b62fOnUqs2fPpkmTJkyZMoWVK1fW+K315/4Onwf5+e7xTDzP+gCsXLmS6OhowsLC6N69Oy+++CLR0e6//jZt2oTdbqdv375ly8fHx9OqVSvWrl1bYTFktVqxWv83109BQYH7HzYdqXeoPHr5YmbtvpJFX7kvx4V2O85VcQfYuKojoTuK2PlUJIYTBvRJLihW2P2AP2Ni3IXTf1bfhLl1EcYDgdhDVLZlxmErMeL8NYgrtowHBXLdtQj1Jq7j6L+70ffKzVwRnMoruUMw54El2kXmK40I2rIPY/dmABiLIDOlDsEFkDfTiDXDTGiByvyjV+AqNKLOdN/2mvWglbqR+RzvEMsHM7/jhZtuJ65/HrpWBTybNojDnzXknxMCHO9pJeQvM4m/2ngzvhemdDN0h/DgApoPTmOL2pIPh88E4F8L72f87yPQZxtp2CGdyPp5WFOjKI1SUZ0KLUbsItDg/itv45y2DOjzNzO6Xknqg00x58D4h79k2odDqbfwGP6v51DUyf3Vq/NFMIWJOsL2uyhsGkbsWnfbCpuGUecvFycK3Xe7BKfrKRxWgL/RwY5hDTg0KIYnx3zJ9P8OxRoJWTNMjP59IwDbdrSk0+i/KXaYWLu9CbZwFf9Mhcj6efxyrAUzN1+HM+qfsZaMKrMHvctDOQ/QYfAOdudGc7h7HQ7/1BlbopUGv9rIaWX65/2yEbbezM59LXj2Vj90rQqIM+bR9MMTPL/qO+5+/2Hq1nWfmcm8KZTA/4vCdYeR+UevwFSgcqLATN5MI6bF7s8SICBXwW7zw29LCpmvNMbS00VuczPWrs147vqvWV/YgN+OuP96j39lLZmTusG+QK7YO56gdLB1tbItMw57iAtjsYKrdXHZ93BMl9/48IGrUFwq+6cE4TzojyPMSPO3T1CSFMTAnu7v7JqMhiz6qgv+HQq4t8vvvBnTCyx6ts51zyhOW/dZmdQ7nOWyoZULwCsbWrkAvLKhlQvwzoZWLoBy2dDKBeCVDa1cgHc2tHIBeGVDKxeAVza0cnFqNrRyAXhlQysXgFc2tHIBeGVDKxeAVzYqygXglQ2tXABe2dDKBeCVDa1cAF7Z0MoFwI7P/ndp6FL2yiuvYDAYGDlyJKWlpXTu3Jnly5eXFUIAKSkpZcd2gCeffJLS0lIefPDBskEXlyxZUqOFENSiYkhVVcaPH89VV11Fq1atyp7v378/Q4cOJSkpidTUVJ5//nl69erFpk2bMJvNZGZmYjKZyr35UHnv9KlTpzJp0qTzuj9CCCFEVbnQufs4VWH988VoNPLqq6/y6quvai5z6sUnRVFITk4mOTn5vLXrXNSay2QPPfQQixYtYs2aNSQkJGgul5GRQVJSEgsWLGDw4MHMnz+ff/3rX+XO9AD06dOHRo0a8e6773q9RkVnhhITE+k0ZDKRu0qw1g3hwDAdgVHuv7JLMoKI3Kwnek0WuyeEUHehkbzGehJ/zqHhnDRWfNuxbIBGtUURlyccYnduNEFvh5LVwYizXRH9G+5kQNhfjP3kXixx7r+0G3zlIm9sETNbf8p/+o/g0FQTxfn+dG6SyvZvm+EIhHpL3Nfp9z2gQz1hwlCioDgUHMEuWrQ5yKET4dj+CuPhYT8A8Oa3NxLYOhenU0fE+0HkJxlQXBD9xwmaf7SHlNGNOXKt+8xbYVMnjT63k3qPSthv/oQesHHweiM6q4LLpGIoUoje8s8M4E316C1Q528LqQPNhOxVKI0BlwEazc+moEUEQQfd75dxWjbR/oUcSL4MZXwWaUfqYDxqQtVB4q82stqbiNnkfv+PXmXGPwuMRSp+d2aQt8h96ST8hqNY5sVhD/pnRONoiF9j5VhHM9FbbKRfa0JxgT3eRv26x1GnR9Mw2d1fJas0GPuTURQlBRKyM5f9t0Whc4D/MShootLgOyvH2/4zkKEfhO9xktVejyNIRWdTcJlVkn6yk9/QxImrS2nwvrsN+4cbCd6jp+6vuTSbs4/ddzUlq2sYqg5CDzrIvacI/T8TpRZvi+DRm3/gv1/ciKndCeqF5bFzaxKGQh2qQcUR4I6dEmaj8UwXh/q6O4S2ujmFP/c2IDC0lHrP2Hj+5wU8sO1293vydhCpt+jwyzDw9h2z+PFEO34+0AL9X0FEb7ZTNDaf5hHucVs2HK6HsjMInR163ryJA6Prk94/kvB9To4MstP8xQKyrnKfXc3p4CQgroji7EAafuHCfKSA/DYROEe5p7XQz3X3bwrdmlsuG1q5ALyyoZULwCsbWrkAvLKhlQugXDa0cgHe2dDKBeCVDa1cgHc2tHIBeGVDKxenZkMrF+CdDa1cgHc2tHIBeGVDKxcn98szGxXlAvDKhlYuAK9saOUC8MqGVi4Ar2xo5QLAdstRNt8y3SeXyaas74lfFS6TWYocPHvFCpmo9TRqRTH08MMP8+2337J69WoaNGhw2uWbNGnC3XffzVNPPcXy5cu59tpryc3NLXd2qG3bttx8881ndAbo5Jeu/osvYlD8cdSzQK4Jvyx3RV2a6AAFmv83n4wpCs0jj3OsJAjrB3GUROuI3Gkl8P/c8zwdKQyldF0kLiMoLQvxWxFM3LIsUodF07ZfCn/+3Zig/e4DxjsPzWTU6jGggu6EEZe/k4gtBlwD3J1USkpNhP3g7kieda2Nxh842X+vDtWlYPBz/y/mOGEmMNVAnS3uS1Rpt4LhmAlHnBVdjomfh7xK/4WPoyrQ9KMCWsxOYXGq+zpdaZEZXbaJ23v/xrezryF8n4O8pgZ3x+T+JYQuDqCg///mRHIcDgSdSvB+HarOfekur2cpao779LVqcn+VVKMLxaDiF2QlYkEgjrtyeK35F0zpM5g9k0Nx5pip18zdZ6bwm3jsgRDWN4OgYXnsmubun3LZk3so+iKcE0vcnZeNxRA8+CiHUmLQR1pp+lw+zy79hsd3D8PwUSS5I4qxFP3TDoeCYteh2NxFjBJpJXyFP/Yg950rhY1c4HL/zpDg3r+QnwPJ71dC2M8BWCIUwvc4yGts4OZ/rebTZVcD4Iqy4R9kpV+DXez8VzP23BWCosLPg16j/9dP4Iq0Ychwt8ERY6P+Z3C8vYniBg4M/0y74LAYUHQqjWa5j1j77tYT/auJEzcWE+Dv/gx1P0aQ296BrlSPK8xeNtfV3Gs+5KF3HqCokZPObffx9+JmNPgii4ze0Vh6FqLuCEbnvvqHf5cc6gbnU/xCXXJamAnIcmG+O4OYgCJ259Qh7lmV3Q+7B95DBf90A5ZoF0TYMBzyw2VWvQZd1FmVctnQygXglQ2tXABe2dDKBeCVDa1cnJoNrVwAXtnQygVQYTYqygV4Z0MrF4BXNrRycWo2tHIBeGVDKxeAVza0cgF4ZUMrF+CdDa1cnJoNrVwAXtnQygXglQ2tXADe2dDIBbgHXTz4tG/mJpNiyDdq9NZ6VVUZO3Ys33zzDcuXLz+jQignJ4f09PSy2/o6duyI0Whk6dKlZctkZGSwfft2unXrdlbtSfzFht4CTROOkdzva+r3SaN+nzQCY4rR5+tJ/48B258RHH25EWl7Ywlbd4TSOu6zG9u21mfb1vrYHXri/rBy66CVRH0aQNzQNHY+EY5fDhwqDENnU7CHgD0ERv12F4ZME/W+0eEKtaNYdfR/4DdOHA6leFsEkd8E4J/twD/bQbMHdrJ/qB/Bm/wwHTbT+MFDuJw6ov7Uk9DvIGm3q6TdrhK03QT1iwmLKEbVqzx5cDAJy1w0XlBK6gQDu67xJ+FVPQmv6vEPsoICn664CmMJ6Owq9iCIHp1G6OIASm8qQNkVhLIriKAAK4aEYur97KQoUSXoqAvHwFycJUZUg0p4ozwMBToMBToCI0poNMeF/s9gSqJ1XJ+wg/vef4iUB2OJ/s4P/7hibB/FYvsolug/83F1yyf9YBQZd7Zw3zKlqGTc2YL0g1G4url/H/1nPraPYvGPKyb6Oz9SHozlvvcf4vqEHZRE69D/GUyjOS4azXERGFGCoUBHeKM8VIOKs8SIY2AuQUddFCWq1PvZiSGhGENCMUEBVpRdQZTeVEDo4gCiR6dhD3K/F8YS93uDAijgH2Ql4VU9u67xJ3WCgcYLSklY5uLJg4NR9SphEcVQ3/0I2m4i7XaVhH4HifpTj8upo/GDhzAdNhO8yY/9Q92PZg/sxD/bQeQ3ARRvi+DE4VD6P/AbitX9naj3jQ5DpglDpolRv92FPQR0NoVDhWH45cDOJ8KJG5pG1KcB3DpoJXF/WIn7w4rdoWfb1vocvcpMaR0IW3eEtL2xHH25EbY/I0j/jwF9vh59vp7AmGLq90kjud/XNE04ht4CSYts1FvsoN5iB0mLbCQt8s6GVi4qyoZWLirKhlYuKsqGVi5OzYZWLirKhlYuKsqGVi4qyoZWLirKhlYuTs2GVi4qyoZWLirKhlYuKsqGVi4qykZFuagoG1q5qCgbWrmoKBtauagoG1q5SFpkI2GZ726td6JU+SFOr0b7DD300EPMnz+f7777juDg4LI+PqGhofj7+1NUVERycjJDhgwhLi6OtLQ0nn32WaKiosp6poeGhjJmzBgef/xxIiMjiYiI4IknnqB169b07t37rNqTOkyH3uBk75Z6TFmdhJ/7KgGj7l3ClphE8sbU4eDkAgo6O7i6TgYbR7YkeouToS8u5qdO7jlrDn3ckNSBRoYbT5B1WylZv9XHrELcsDQK3kokKlChyH0XPFc23c+O9S04eqWBRnMtNHplK4ct4YTu0DP+4S/5775bCP3Rfemn4Ia2tGh7kO2BCZiCbShBgQT/6U/UxlwK8xPgOvdfLOH7nNgzAjjeIYDmnQ5yRXgaPz8SQHRwHscWtGDXG5fRbJZ7CoAuCWmkhkSSviUe/cDjmANKaDDGyK6IJEICFAY3/JuffnTf1Vfa2kD/Rju5fsbfvN7xSnA4yOzWGiXEgd9hA85dkTgud/+V91CztYS+W8Kr84agGmDesu40m59OypQoTPkG7PuCCd3t7lBnj/An8Y5dHP60AYojlIZfuPcjrwkERZWQcLt7gkx718sI3V1A9r5QTPkOiHWQ9FY28+p0J9gAqhFuf3cRAPnOAN4s7IVzcSR+EWBJslO4P5y4n7cRstTAY5t+56cTbQFYerAZQYfg+pv/5oeAa9j1VxLNPjmK60M7+pIAlB1RJLY/CkCDkByOOBuw643LCP3dSPT0nRwsDOeK8DRsbfXs2ZhEHfdE7BiLnRQ11VP03wSi9uZhD45ACQpEbVJMfqyJVo3d42Dl3dCWkMXbKR7WmueGuDuEH24fTp+uW9n/7+Yc7G8i6J+ZGFp238+WlBaEblLQrY4i7pE0SlbXZ39mfbitiDjjCVIHui/n+DmtNHtqK9dvPMKXE/qRNjKRq9vvYGtCHNgNJD5rJ/zD3QC0D0nn01l9mRJZH3uwiiveyf7bPf9Ocv9bsZfPhlYuAK9saOUCvLOhlQvAKxtauQDKZUMrF4BXNrRyAXhlQysXgFc2tHIBeGVDKxenZkMrF4BXNrRyAXhlQysXgFc2tHIBeGWjolwAXtnQygXglQ2tXABe2dDKBeCVjcpy4SoFluETLlWHS61Cn6EqrHspqdFiaOZM951KPXr0KPf87NmzGT16NHq9nm3btjFv3jxOnDhBXFwcPXv25PPPPy/X8/z111/HYDAwbNgwSktLufbaa5kzZ84ZjTEkhBBCiEtbregzVNNOXputN20y5oYukl7XkXpjAK7EUgAave1i/9AAQprm4fdZOPpRxyj4JZa6S3LIednF8fRwdCXuwuvyznvY/Xkz/PtncXmdQ/w+qxOOG/II/CyUo71cKMb/9Vdp+IkLa7iBr9+cznUv/xtTkUp2B5WoRjnkb6lD9BUZHN3p7o3ZaEEpB4YEoK9fTPi3gYz9vy+Y8vFw/LJh2r9nMSfrKve+2PzYtj8BxeBCLTTSsuUhDn/TAL0VLBFgKIGCFu5TvI0/tmGefIxjc+tTHK/w0O0/EKCzMeuFwRwfYMGZb0Jf5P6ros4WsIYo5Dd34Z9UiN2uJ+yHQCI25pDyQASxa6Eg0b1s9+Gb0KOydmYnSqPBZYLAw5DTzY7qVKj/HfgfOAGAMzyArE4BmK47Tva+SMy57tewRriIapyD7Rf37bzRG0vQ55VQ2jCMtIGg6FUi1xopTgCdDfyzoNsD7lvrnSis+rwjIekuMrtBs5m55HaK5MSNxRiNTkoPBhO6270dc4HK8fbgDHKhD7VR50c/7v2/byhxmXjn0xsJPKoSMyrN3abnYtg30kTITgOOAPDLBacZEgansmNHPZRgO6rD/bqtGx0mxGRhdPQannzlXixR8OzIz3n7hWHk3VyMM83dF6zh1yXsH+FPfItjZK2PI7T9cbL3RxK1WcEWpPDLU68w5NHx7rbmOThwhw50KqpdR/xyHcW35mNYFM6V925kw/F6lP7s7hTdfHgKG/5siivASZ3EPCKf0nGkbyQh12XinBuD5dY8Cva4/9Ju9GUJ+8fq0KX70+CHEg4+5sKeEUDiEne/pvS+7n0yxpWUy4ZWLgCvbGjlAvDKhlYuAK9saOUCKJcNrVwAXtnQygXglQ2tXABe2dDKBXhnQysXp2ZDKxeAVza0cgF4ZUMrF4BXNrRyAd7ZqCgX4J0NrVwAXtnQygXglQ2tXABe2dDKBUDcohL+WPx/Pukz9H9/9sYvyHjOr2MpsvNC52XSZ+g0pBjif1+6Tt+MwxB47rP4CiGEuPg5iq1sHPyGT4qh59b1rXIxNLnLEimGTqPWjDNUG6ifRaEa/Wq6GUIIIWox1W7x2bY8J1s91/XF6Ukx5ElRUHXS814IIUQlaniGdVH9pBgSQgghaikVBVcVbo9X5db6MyLFkIegwxYM8o4IIYSohMMhl8kuNnLo99B22lbMVeioJoQQ4uJnLbKz6qqaboWoTlIMeVi4oRM6f+lALYQQQpur1AJ855ttqQou9dwvdVVl3UuJFEMermyTginIVNPNEEIIUYvZimws8NG2nFWctb4q615K5F0SQgghxCVNzgx5WLf2MnR+cplMCCGENpfFdx2o5TKZb0gx5OGlGz8lIFjmMxNCCKGtpNDJiOd9sy0XOlxVuIhTlXUvJVIMefg2pwMmq/QZEkIIoc1WZAN21nQzRDWSYshDyoeXoTfJZTIhhBDanDZfjjOk4KzCpa6qrHspkWLIgz1QwWWSL44QQghtTqPvjhPSZ8g3pBgSQgghailV1eGqwijSqoxAfUakGPJQEgt6uUomhBCiEk7fXSUTPiLFkAdHogWXf023QgghRG3mHoHaN5woOKsw2WpV1r2USDEkhBBC1FIutWr9flxqNTbmIibFkAe12IjqkolahRBCaFNLnTXdBFHNpBgSQgghailXFTtQV2XdS4kUQx6SGmViCDTXdDOEEELUYo5iK+k+2pYLBVcV+v1UZd1LiRRDHnJ+qYveLLeTCSGE0Oa0yu1kFxsphjwUt7Wgk7vJhBBCVMKnd5PJCNQ+IcWQh86N0jAGytxkQgghtNmLbRzy0bakz5BvyLskhBBCiEuanBny8MeOxuj8pc+QEEIIbb68TOaiinOTSQfqMyLFkIeYNXoMRn1NN0MIIUQt5rDrOeyjbalVvJtMlWLojEgx5OF4bys6f/niCCGE0OYqtcIXPtqWzFrvE1IMecozgUU6UAshhKhEqaumWyCqmRRDHoIO6tCbpU+5EEIIbU6r744Ttf1uskWLFvHCCy+wdetWAgMDueaaa/jmm280lx89ejRz584t91znzp1Zt27deW3n6UgxJIQQQtRStfky2ddff80999zDlClT6NWrF6qqsm3bttOu169fP2bPnl32s8lU81dkpBjy4LyqAAKsNd0MIYQQtZizxAozaroVNcvhcPDoo4/yyiuvMGbMmLLnmzVrdtp1zWYzsbGx57N5Z02KIU/rQ0Cm4xBCCFEZH07HUV1zkxUUFJR73mw2Yzaf+1ycmzdv5siRI+h0Otq3b09mZibt2rXj1VdfpWXLlpWuu3LlSqKjowkLC6N79+68+OKLREdHn3NbqoMUQx5K6rrQ+UvHOCGEENpcPuxAXV2XyRITE8s9P3HiRJKTk8/5dQ8cOABAcnIy06dPp379+rz22mt0796dPXv2EBERUeF6/fv3Z+jQoSQlJZGamsrzzz9Pr1692LRpU5WKs6qSYsiD8YQOvUU6UAshhNDmvACPE+np6YSEhJT9rFV4JCcnM2nSpEpfa8OGDbhc7oJwwoQJDBkyBIDZs2eTkJDAl19+yX333VfhusOHDy/7d6tWrejUqRNJSUksWrSIwYMHn9U+VScphoQQQohaqrrODIWEhJQrhrSMHTuWESNGVLpM/fr1KSwsBKBFixZlz5vNZho2bMihQ2c+c1tcXBxJSUns3bv3jNc5H6QY8mQAVd4RIYQQlfHhccLXd5NFRUURFRV12uU6duyI2WwmJSWFq666CgC73U5aWhpJSUlnvL2cnBzS09OJi4s7q3ZWNzn0ewjbo6I3qTXdDCGEELWY0ybHiZCQEO6//34mTpxIYmIiSUlJvPLKKwAMHTq0bLnmzZszdepUBg0aRFFREcnJyQwZMoS4uDjS0tJ49tlniYqKYtCgQTW1K4AUQ+Vkt1PR+cuXXAghhDZXqQqf+WhbtXicoVdeeQWDwcDIkSMpLS2lc+fOLF++nPDw8LJlUlJSyM/PB0Cv17Nt2zbmzZvHiRMniIuLo2fPnnz++ecEBweft3aeCSmGPNx05SbMQcaaboYQQohazFpk520fbUulajPPn88/741GI6+++iqvvvqq9vbV/7XA39+fX3755Ty26NxJMSSEEELUUrX5zNDFRIohD+uykjAU19w4B0IIIWo/R7HMVHCxkWLIw2XhxzAF1fwcKUIIIWovm8nGRh9tS84M+YYUQx7Wf98avUzHIYQQohJOqwVf9aCWYsg3pBjyYD4BejkxJIQQohJOW023QFQ3KYY85Dd3ofOTucmEEEJoc1kuvLnJROWkGBJCCCFqKVVVUKtQ0FRl3UuJFEMeAg7p0JsvvAn4hBBC+I7TKseJi40UQ56Ufx5CCCGEFh8eJ1woVRp0sSrrXkqkGPIQkCVzkwkhhKicL+cmkz5DvlGjxdDUqVP55ptv2L17N/7+/nTr1o2XX36ZZs2alS2jqiqTJk1i1qxZ5OXl0blzZ9555x1atmxZtozVauWJJ57gs88+o7S0lGuvvZYZM2aQkJBwVu3J6uJC5y8dqIUQQmhzlbrgi5puhahONXrhc9WqVTz00EOsW7eOpUuX4nA46Nu3L8XFxWXLTJs2jenTp/P222+zYcMGYmNj6dOnD4WFhWXLjBs3joULF7JgwQLWrFlDUVERAwYMwOl01sRuCSGEENXiZAfqqjzE6dXomaHFixeX+3n27NlER0ezadMmrrnmGlRV5Y033mDChAkMHjwYgLlz5xITE8P8+fO57777yM/P58MPP+Tjjz+md+/eAHzyySckJiaybNkyrrvuujNuz5VtU2QEaiGEEJWyFdlY4KNtyWUy36hVfYby8/MBiIiIACA1NZXMzEz69u1btozZbKZ79+6sXbuW++67j02bNmG328stEx8fT6tWrVi7du1ZFUPr1l6Gzk9GoBZCCKHNZbH4bFtya71v1JpiSFVVxo8fz1VXXUWrVq0AyMzMBCAmJqbcsjExMRw8eLBsGZPJRHh4uNcyJ9c/ldVqxWr930R7BQUFALhMKpilA7UQQghtLpccJy42taYYGjt2LFu3bmXNmjVev1OU8pWtqqpez52qsmWmTp3KpEmTvJ43FOnQO2T8CCGEENqcFt8dJ9QqXiaTM0NnplYc+R9++GG+//57VqxYUe4OsNjYWACvMzxZWVllZ4tiY2Ox2Wzk5eVpLnOqZ555hvz8/LJHenp6de6OEEIIUS1UQFWr8KjpHbhA1OiZIVVVefjhh1m4cCErV66kQYMG5X7foEEDYmNjWbp0Ke3btwfAZrOxatUqXn75ZQA6duyI0Whk6dKlDBs2DICMjAy2b9/OtGnTKtyu2WzGbDZ7PR+53YXBKLfWCyGE0OawuzhQ040Q1apGi6GHHnqI+fPn89133xEcHFx2Big0NBR/f38URWHcuHFMmTKFJk2a0KRJE6ZMmUJAQAC33XZb2bJjxozh8ccfJzIykoiICJ544glat25ddnfZmcrsIeMMCSGEqJyr1AULfbQtFBQZgfq8q9FiaObMmQD06NGj3POzZ89m9OjRADz55JOUlpby4IMPlg26uGTJEoKDg8uWf/311zEYDAwbNqxs0MU5c+ag1+vPqj1+RwzozbWmG5UQQohayGn13XFC7ibzDUVV1Uv+kmJBQQGhoaG0WPAk+gDvy2dCCCHESc4SKztHTCM/P5+QkJDzso2Tx6U2Xz5RpeOSs8TK1qGvnte2XgzkNIiHwnx/dDYZZ0gIIYQ2V6nv7j1yqQqKDLp43kkxJIQQQtRSJ+8Kq8r64vSkGPJUZACnvCVCCCEqUSrHiYuNfKIe4laBwVjTrRBCCFGbOezgq9HppAO1b0gx5KHLkxsxB0k1JIQQQpu1yM76732zLSmGfEOKIQ8/Lu6MXiZqFUIIUQmnxQJ855NtSQdq36gV03EIIYQQQtQUOTPkSfnnIYQQQmjx4XFC7ibzDSmGPMSttWEwyMkyIYQQ2hwOm8/mJnMXQ1XpM1SNjbmISTHk4VA/Azp/eUuEEEJoc5Ua4NeaboWoTnLk9xCYrkNvljNDQgghtDmtvjtOyN1kviHFkBBCCFFLqf88qrK+OD0phjzoHKA7u4nuhRBCXGJUR023QFQ3KYY8WMJBL8MMCSGEqITT4rttyWUy35BiyIN/NuhNNd0KIYQQtZnT5sON1dLrZCtXrqRnz54V/m79+vVcfvnlFTdHVZk0aRKzZs0iLy+Pzp07884779CyZcvz09AzJMWQB70d9FJECyGEqIzdh9uq4pkhztOZoW7dupGRkVHuueeff55ly5bRqVMnzfWmTZvG9OnTmTNnDk2bNmXy5Mn06dOHlJQUgoODz0tbz4QUQx4eGvs1/kHylgghhNBWWuTgvo9quhU1y2QyERsbW/az3W7n+++/Z+zYsShKxQWYqqq88cYbTJgwgcGDBwMwd+5cYmJimD9/Pvfdd59P2l4RuY9cCCGEqKVOjkBdlYcvfP/992RnZzN69GjNZVJTU8nMzKRv375lz5nNZrp3787atWt90EptchrEw0eHrsQQaK7pZgghhKjFHMVWYJNPtlVdHagLCgrKPW82mzGbq+949+GHH3LdddeRmJiouUxmZiYAMTEx5Z6PiYnh4MGD1daWcyHFkIfMXTHoZNZ6IYQQlXBZfHg7WTU5tUiZOHEiycnJXsslJyczadKkSl9rw4YN5foFHT58mF9++YUvvvjijNpy6mU0VVU1L635ihRDHvQWBZ3M1CqEEKISisWXM7UqVesE/c+66enphISElD2tdVZo7NixjBgxotKXrF+/frmfZ8+eTWRkJDfddFOl653sY5SZmUlcXFzZ81lZWV5ni3xNiiEPVf3OCSGEuPj58jhRXbPWh4SElCuGtERFRREVFXUWr68ye/Zs7rzzToxGY6XLNmjQgNjYWJYuXUr79u0BsNlsrFq1ipdffvmMt3k+SAdqIYQQQpyT5cuXk5qaypgxYyr8ffPmzVm4cCHgvjw2btw4pkyZwsKFC9m+fTujR48mICCA2267zZfN9iJnhjx0uno3xkAZdVEIIYQ2e7GNVF9trJYOunjShx9+SLdu3bjssssq/H1KSgr5+fllPz/55JOUlpby4IMPlg26uGTJkhodYwikGCpn3d6G6PylA7UQQghtrlLfdaCu7dNxzJ8//zTbL1+NKYpCcnJyhZ23a5IUQx6CtpnQm+XMkBBCCG1Oq6ummyCqmRRDHgxW0PtogCohhBAXJsWXc5PBeb/UJaQYEkIIIWqt2n6Z7GIhxZAHuz+4ZABqIYQQlXDqfbixWt6B+mIhxZAHvU1mrRdCCHEavr5MJs47KYY8+F+XJXOTCSGEqJSj2Arv+Wpryj+PqqwvTkeKIQ/dolMxB1U+gqYQQohLm7XIzkZfbUwuk/mEjEAthBBCiEuanBnysG5aJwxGGXRRCCGENofdAnznm43JmSGfkGLIQ3Z7PTo/X94mIIQQ4kLjsujhex9trJpmrReVk2LIg9NfRfWTMloIIYQ2lyLHiYuNFEMe7uu1DL8geUuEEEJosxQ5eNZH21JV96Mq64vTkyO/hzkL+qA3S58hIYQQ2pxWC7DCNxuTPkM+IXeTCSGEEOKSJmeGPHQasB1TkMxaL4QQQputyMae6T7amHSg9gkphjw0DMjGL0AGXRRCCKHN4rL7bFuK6n5UZX1xelIMefj5SEuZjkMIIUSlHMVWYIlvNiZ9hnxCiiEPeZvroPeTDtRCCCG0OS2Wmm6CqGZSDAkhhBC1lfQZ8gkphjxE7HZhMLpquhlCCCFqMYfdxQFfbUwuk/mEFEMe7IE6XCYZbUAIIYQ2p02OExebKhdD6j/DWyrKhX8qrigB9NJlSAghRCWcvuwyJGeGfOKci6EPP/yQ119/nb179wLQpEkTxo0bx913311tjfM1e6gLp79cJhNCCKHNVerD44QUQz5xTsXQ888/z+uvv87DDz9M165dAfjjjz947LHHSEtLY/LkydXaSCGEEEKI8+WciqGZM2fy/vvvc+utt5Y9d9NNN9GmTRsefvjhC7YYCm+Uhz5AxhkSQgihzVli5ZCvNiZ3k/nEORVDTqeTTp06eT3fsWNHHA5HlRtVUxxLI1FlolYhhBCVcE/U6hsyArVvnFMxdMcddzBz5kymTy8/OcusWbO4/fbbz/h1Vq9ezSuvvMKmTZvIyMhg4cKF3HzzzWW/Hz16NHPnzi23TufOnVm3bl3Zz1arlSeeeILPPvuM0tJSrr32WmbMmEFCQsJZ71dBYxc66TMkhBCiEj7tMyR8okodqJcsWUKXLl0AWLduHenp6dx5552MHz++bLlTCyZPxcXFtG3bln/9618MGTKkwmX69evH7Nmzy342mcpPpDpu3Dh++OEHFixYQGRkJI8//jgDBgxg06ZN6PX6s9onQ1QpugApo4UQQmhzlfjwdjLpQO0T51QMbd++nQ4dOgCwf/9+AOrUqUOdOnXYvn172XKnu92+f//+9O/fv9JlzGYzsbGxFf4uPz+fDz/8kI8//pjevXsD8Mknn5CYmMiyZcu47rrrznifAILWBKI3yWUyIYQQ2py2s/tDW1Sf0aNHc9ddd3HNNddU6+ueUzG0YsWKam1EZVauXEl0dDRhYWF0796dF198kejoaAA2bdqE3W6nb9++ZcvHx8fTqlUr1q5dq1kMWa1WrFZr2c8FBQXndyeEEEKIc6BQxT5D1daS2qGwsJC+ffuSmJjIv/71L0aNGkXdunWr/LrnVAzNmTOH4cOH4+/vX+UGVKZ///4MHTqUpKQkUlNTef755+nVqxebNm3CbDaTmZmJyWQiPDy83HoxMTFkZmZqvu7UqVOZNGmS1/OlUaCXm8mEEEJUwmk9/TLi/Pj666/Jycnhk08+Yc6cOUycOJHevXszZswYBg4ciNFoPKfXPadi6JlnnuGRRx5h6NChjBkzhm7dup3Txk9n+PDhZf9u1aoVnTp1IikpiUWLFjF48GDN9VRVrfQS3TPPPFOuX1NBQQGJiYno2xagD5BvuRBCiEqU+PA4IbfWe4mMjOTRRx/l0UcfZcuWLXz00UeMHDmSoKAg7rjjDh588EGaNGlyVq95TsXQ4cOHWbRoEXPmzKFnz540aNCg7HSVVv+e6hAXF0dSUlLZqNexsbHYbDby8vLKnR3KysqqtEAzm82Yzd6ngGx7Q9D5SZ8hIYQQ2lwW6UBdG2RkZLBkyRKWLFmCXq/n+uuvZ8eOHbRo0YJp06bx2GOPnfFrnVMxpNfruemmm7jpppvIysoqO131/PPP069fP8aMGcONN96ITle9k9nl5OSQnp5OXFwc4B7XyGg0snTpUoYNGwa435zt27czbdq0s359YyHobdXaZCGEEBcZuUxWc+x2O99//z2zZ89myZIltGnThscee4zbb7+d4OBgABYsWMADDzxw/oshT9HR0Vx55ZWkpKSwZ88etm3bxujRowkLC2P27Nn06NFDc92ioiL27dtX9nNqaip//fUXERERREREkJyczJAhQ4iLiyMtLY1nn32WqKgoBg0aBEBoaChjxozh8ccfJzIykoiICJ544glat25ddneZEEIIccGSM0PlxMXF4XK5uPXWW1m/fj3t2rXzWua6664jLCzsrF73nIuhY8eO8fHHHzN79mwOHDjAzTffzI8//kjv3r0pLS3lueeeY9SoURw8eFDzNTZu3EjPnj3Lfj7Zj2fUqFHMnDmTbdu2MW/ePE6cOEFcXBw9e/bk888/L6v+AF5//XUMBgPDhg0rG3Rxzpw5Zz3GEEBpogOd/4U7grYQQojzz1Xqu+OEjEBd3uuvv87QoUPxq6RLS3h4OKmpqWf1uoqqqmf9Vt1444388ssvNG3alLvvvps777yTiIiIcsscPXqUhIQEXK7aP1JnQUEBoaGhNHjhRekzJIQQolIui4XU/5tAfn4+ISEh52UbJ49L9V+s2nHJZbGQNqH627py5cpyJzM8rV+/nssvv7zC353JzBI14ZzODEVHR7Nq1aqyGesrEhcXd9aVWU1LWG7DYKjefk5CCCEuLg6HDZ8d3WrpZbJu3bqRkZFR7rnnn3+eZcuWVTh3qafTzSxRE86pGPrwww/59ddfefbZZ8nKyvI6+/PRRx+hKApJSUnV0khfSbsVdOd36CQhhBAXOFcpsNJHG6ulxZDJZCp39/jJjs1jx4497ewTlc0sUVPO6TTICy+8QN++ffn111/Jzs4mLy+v3EMIIYQQtUdBQUG5h+csDNXh+++/Jzs7m9GjR5922ZMzSzRt2pR77rmHrKysam3LuTinM0MzZ85kzpw5jBw5srrbU6MSv9RhMMplMiGEENocdh3pPtpWdXWgTkxMLPf8xIkTSU5OPvcXPsWHH37Idddd57WdU51uZomack7FkM1mO2+jTtekZs/twBRU89cuhRBC1F62Ihtrl/loY9U0AnV6enq5DtRahUdycnKF01V52rBhQ7l+QYcPH+aXX37hiy++OG1zznVmifPtnIqhu+++m/nz5/P8889Xd3tq1PY32mAwyt1kQgghtDnsFuD0B/5qUU19hkJCQs7obrKxY8cyYsSISpepX79+uZ9nz55NZGQkN91001k379SZJWrKORVDFouFWbNmsWzZMtq0aeM1Mdr06dOrpXG+dvwmC7qAmm6FEEKI2sxVYoFva7oV50dUVBRRUVFnvLyqqsyePZs777zznCZJPXVmiZpyTsXQ1q1by0Z93L59e7nfna4XeW1m3B2A3ixnhoQQQmhzWn3Xt7S2D7q4fPlyUlNTGTNmTIW/b968OVOnTmXQoEEUFRWddmaJmnJOxdCKFSuqux1CCCGEOFUtvbX+pA8//JBu3bpx2WWXVfj7lJQU8vPzAfe8pmcys0RNqPLcZBeTLv23SQdqIYQQlbIV2dh79nOBX5Tmz59f6e89J7nw9/fnl19+Od9NOidSDHlYuacpOn+5TCaEEEKbq9Tiu41V8TLZxTZR6/kixZAHXZ4JXamcGRJCCFEJiw/n3Kzll8kuFlIMeQjfAXqphYQQQlTCaYODNd0IUa2kGBJCCCFqKzkz5BNSDHnoePffmILOfpwEIYQQlw5bkZ2/PvbNtmr7rfUXCymGPKz6qZ2MMySEEKJSTqsPR6AWPiHFkAdLXQc6f0dNN0MIIUQt5iqV48TFRoohD4ZAO7oAfU03QwghRC3m0tl9tzHpM+QTUgwJIYQQtZT0GfINKYY8hIaWoA9w1nQzhBBC1GJOo7WmmyCqmRRDHk7siUDnJx2ohRBCaHNZfDgCNcilLh+QYshDvSU2DAbfzUYshBDiwuNw2Hw36KL0GfIJKYY8RD+XhjFQhqAWQgihzV5sg5U13QpRnaQY8hBmLMVkklsmhRBCaLPZfHc3mXSg9g0phoQQQojaSi6T+YQUQx7WZSahDzDXdDOEEELUYs4SuZvsYiPFkAfrlnD0cjeZEEKISjh9eDeZXCbzDSmGPPjlgF76TwshhKiE0+bDjcllMp+QYshDyZXF6GTQRSGEEJVwlVjg/ZpuhahOUgwJIYQQtZWcGfIJKYY82HP80JVInyEhhBDaXKW+25b0GfINKYY8BO/TozfLrPVCCCG0Oa0+PE7ImSGfkGLIg/nabLm1XgghRKWcJVaYWdOtENVJiiEPOQci0PnLZTIhhBDaXKU+nKhVzgz5hBRDQgghRC0lfYZ8Q4ohD4YCHXqbzFovhBBCm9Mix4mLjRRDHoIOy6CLQgghKieDLl58pBjykNfFis5fqelmCCGEqMVcpVaY45ttyWUy35BiyIPxsBm9n9xNJoQQQpvTIhXGxUaKISGEEKK2kstkPiHFkIeIDlkYAuXMkBBCCG2OYisHfLUxKYZ8QoohD64v6uA0yThDQgghtLlsPhxnSPiEFEMeWt63HVOQ3E4mhBBCm63IxuYFvtmW8s+jKuuL05NiyMOfP7ZGb5YzQ0IIIbQ5rRbgM99sTC6T+YQUQx4MJaB31nQrhBBC1GaK1YfbklvrfUKG0RRCCCHEWduzZw8DBw4kKiqKkJAQrrzySlasWFHpOqqqkpycTHx8PP7+/vTo0YMdO3b4qMXa5MyQh+L6LnR+rppuhhBCiFrMZfHhcaIWXya74YYbaNq0KcuXL8ff35833niDAQMGsH//fmJjYytcZ9q0aUyfPp05c+bQtGlTJk+eTJ8+fUhJSSE4OPj8NfY0pBjyoC/WoXPKyTIhhBDaFF/PTVYLL3VlZ2ezb98+PvroI9q0aQPASy+9xIwZM9ixY0eFxZCqqrzxxhtMmDCBwYMHAzB37lxiYmKYP38+9913n0/3wZMUQx4it7owGOXMkBBCCG0Ou8t34wxVk4KCgnI/m81mzOZzH1cvMjKSyy67jHnz5tGhQwfMZjPvvfceMTExdOzYscJ1UlNTyczMpG/fvuXa0b17d9auXSvFUG1RVFeH3ixnhoQQQmhzWn13nKiuDtSJiYnlnp84cSLJycnn/rqKwtKlSxk4cCDBwcHodDpiYmJYvHgxYWFhFa6TmZkJQExMTLnnY2JiOHjw4Dm3pTrIkV8IIYSordRqeADp6enk5+eXPZ555pkKN5ecnIyiKJU+Nm7ciKqqPPjgg0RHR/Pbb7+xfv16Bg4cyIABA8jIyKh0lxSl/OhHqqp6PedrNXpmaPXq1bzyyits2rSJjIwMFi5cyM0331z2e1VVmTRpErNmzSIvL4/OnTvzzjvv0LJly7JlrFYrTzzxBJ999hmlpaVce+21zJgxg4SEhLNuT0ifTJmOQwghRKUcxVZ4p6ZbcXZCQkIICQk57XJjx45lxIgRlS5Tv359li9fzo8//kheXl7Z686YMYOlS5cyd+5cnn76aa/1TvYjyszMJC4uruz5rKwsr7NFvlajxVBxcTFt27blX//6F0OGDPH6/Zn0Oh83bhw//PADCxYsIDIykscff5wBAwawadMm9Hr9WbUnISgfY6CMQC2EEEKbXbHxp4+25etxhqKiooiKijrtciUlJQDodOUvMOl0OlyuivveNmjQgNjYWJYuXUr79u0BsNlsrFq1ipdffvnsGlrNarQY6t+/P/3796/wd2fS6zw/P58PP/yQjz/+mN69ewPwySefkJiYyLJly7juuuvOqj07vm8mI1ALIYSolHsEah+ppbfWd+3alfDwcEaNGsX//d//4e/vz/vvv09qaio33HBD2XLNmzdn6tSpDBo0CEVRGDduHFOmTKFJkyY0adKEKVOmEBAQwG233XZ+GnqGam0H6jPpdb5p0ybsdnu5ZeLj42nVqhVr167VLIasVitW6/+GED3Zyz66z2G5TCaEEKJSjmIru9+q6VbUrKioKBYvXsyECRPo1asXdrudli1b8t1339G2bduy5VJSUsjPzy/7+cknn6S0tJQHH3ywrPvLkiVLanSMIajFxdCZ9DrPzMzEZDIRHh7utczJ9SsydepUJk2aVM0tFkIIIapXbZ6Oo1OnTvzyyy+VLqOq5RugKArJyclVupPtfKi1xdBJ59Lr/HTLPPPMM4wfP77s54KCAhITEzn+S4JcJhNCCFEpuUx28am1xdCZ9DqPjY3FZrORl5dX7uxQVlYW3bp103xtrcGmilra0PnLaANCCCG0uUptvtuYFEM+UWuLoTPpdd6xY0eMRiNLly5l2LBhAGRkZLB9+3amTZt21tvs2nQ/JrmbTAghRCVsxTbSa7oRolrVaDFUVFTEvn37yn5OTU3lr7/+IiIignr16p2213loaChjxozh8ccfJzIykoiICJ544glat25ddnfZ2di4+jJ0fnKZTAghhDaXxXeXyWpzn6GLSY0WQxs3bqRnz55lP5/sxzNq1CjmzJlzRr3OX3/9dQwGA8OGDSsbdHHOnDlnPcYQgKq4H0IIIYQWnx4n5DKZTyjqqV29L0EFBQWEhobSIHmKnBkSQghRKZfFQmrys+Tn55/RqM7n4uRxqe2dU9Cbzv245LRZ+Hve+W3rxaDW9hmqCX17bcIcZKzpZgghhKjFrEV23kv2zbYUVUWpwjmLqqx7KZFiyMPWvHgMNhl0UQghhDZHsfX0C1UXuUzmE1IMeSj5Oq5KpyOFEEJc/Jw2H44zJHxCiiEPLiMocpVMCCFEJVw+PNsid5P5hhRDQgghRG0ll8l8QoohD6re/RBCCCG0yHHi4iPFkIeSaNBLlyEhhBCVcPqwy5BcJvMNKYY8+OWCXm4mE0IIUQmnD28mk8tkviHFkAenEZAO1EIIISrhdPluW3JmyDdkinYhhBBCXNLkzJCHkgQXOn8flvxCCCEuOK5SHx4n5DKZT0gx5KHeL04MBmdNN0MIIUQt5nA4Sffh9uRS1/knxZCHjK5G9H7SaUgIIYQ2p8UJy2q6FaI6STHkqaqnI4UQQlz8fHmcUFX3oyrri9OSYsiDzgE6e023QgghRG2mOny3LbmbzDfkbjIhhBBCXNLkzJCHiF0uDEa5m0wIIYQ2h13uJrvYSDHkIeNqFZ2/fHOEEEJoc5Wq8J1vtqW43I+qrC9OT4ohT8EO8PfhxWAhhBAXHoMcJy42Ugx5CF9nRm+SycmEEEJoc9pU340zJJfJfEKKISGEEKKWkrvJfEOKIQ+ldWTWeiGEEJXz7az1Ms6QL0gx5MES70AnfYaEEEJUwlUqx4mLjRRDHkxZBvR+8pYIIYTQ5rT47jghl8l8Q478HqxxdnT++ppuhhBCiFrMVerDqQqkA7VPyAjUQgghhLikyZkhDxGbjOhNMmu9EEIIbU6bk8M+2pZcJvMNKYY8FCWBzq+mWyGEEKI2c1l8uDG5m8wnpBjy4EoqgQAZu1wIIYQ2V4kvqyHhC1IMeQgKsqIPqOlWCCGEqM2cOt8NNFSbL5Pt2bOHf//73/z+++/YbDZat27N5MmT6dmzp+Y6o0ePZu7cueWe69y5M+vWrTt/DT0DUgx5KNkWjt5PrpMJIYTQ5rT48MxQLb6b7IYbbqBp06YsX74cf39/3njjDQYMGMD+/fuJjY3VXK9fv37Mnj277GeTyXT+GnmGpBgSQgghxFnJzs5m3759fPTRR7Rp0waAl156iRkzZrBjx45KiyGz2Vzp72uCFEMegtvmoA+Q+TiEEEJoc5ZceJfJCgoKyj1vNpsxm8/9eBcZGclll13GvHnz6NChA2azmffee4+YmBg6duxY6borV64kOjqasLAwunfvzosvvkh0dPQ5t6U6SDHkIX93BDq5TCaEEKISLl9eJnOp7kdV1gcSExPLPT1x4kSSk5PP+WUVRWHp0qUMHDiQ4OBgdDodMTExLF68mLCwMM31+vfvz9ChQ0lKSiI1NZXnn3+eXr16sWnTpioVZ1UlxZAH1eB+CCGEEFp8epyopj5D6enphISElD2tVXgkJyczadKkSl9yw4YNdOzYkQcffJDo6Gh+++03/P39+eCDDxgwYAAbNmwgLi6uwnWHDx9e9u9WrVrRqVMnkpKSWLRoEYMHDz7Lnas+cuj3YMpV0JuVmm6GEEKIWsxpvfCOEyEhIeWKIS1jx45lxIgRlS5Tv359li9fzo8//kheXl7Z686YMYOlS5cyd+5cnn766TNqV1xcHElJSezdu/eMlj9fpBgSQgghaimFKvYZOsvlo6KiiIqKOu1yJSUlAOh05Wf10ul0uFxnPl5fTk4O6enpmmeSfEWKIQ86G+guvIJfCCGED6k2X26sdo5A3bVrV8LDwxk1ahT/93//h7+/P++//z6pqanccMMNZcs1b96cqVOnMmjQIIqKikhOTmbIkCHExcWRlpbGs88+S1RUFIMGDTov7TxTUgx5CLgqW+4mE0IIUSlniRXeqOlW1KyoqCgWL17MhAkT6NWrF3a7nZYtW/Ldd9/Rtm3bsuVSUlLIz88HQK/Xs23bNubNm8eJEyeIi4ujZ8+efP755wQHB9fUrgBSDJXj/24oBqPcTSaEEEKbw+67u8lq8wjUnTp14pdffql0GdXjzJS/v/9pl68pUgx5OHqbHV2AvqabIYQQohZzldhhmY82VotHoL6Y6E6/iBBCCCHExUvODHnK8AcZdFEIIURlLL6700ZRVZQqdIKuyrqXEimGPKgxFlSZtV4IIUQl1BJfjkD9z6Mq64vTkmLIQ9cGqZiCan72XCGEELWXrcjGwZpuhKhWUgx52PJjC/RmuUwmhBBCm9Pqy7vJ5DKZL0gx5CEk1YXBKOcUhRBCaHPYfXickLvJfEKKISGEEKK2qqUjUF9spBjycKwr6PxruhVCCCFqM1cp8G1Nt0JUJymGPBhiS9AHyGUyIYQQ2pw+vJusNo9AfTGp1cVQcnIykyZNKvdcTEwMmZmZgHuY70mTJjFr1izy8vLo3Lkz77zzDi1btjy3De4LknGGhBBCVM7iw0OnXCbziVpdDAG0bNmSZcv+N+65Xv+/6TKmTZvG9OnTmTNnDk2bNmXy5Mn06dOHlJSUc5r0rU+fTZiDjNXSbiGEEBcna5Gd9/5T060Q1anWF0MGg4HY2Fiv51VV5Y033mDChAkMHjwYgLlz5xITE8P8+fO57777fN1UIYQQolopLvejKuuL06v1xdDevXuJj4/HbDbTuXNnpkyZQsOGDUlNTSUzM5O+ffuWLWs2m+nevTtr1649p2Jo2eKO6OUymRBCiEo4LRbga99sTC6T+UStLoY6d+7MvHnzaNq0KceOHWPy5Ml069aNHTt2lPUbiomJKbdOTEwMBw9WPjao1WrFarWW/VxQUACAo2EprgD54gghhNDm8uV0HMInanUx1L9//7J/t27dmq5du9KoUSPmzp1Lly5dAFCU8hPmqarq9dyppk6d6tUxGyBqiR96k5wZEkIIoc1pw3fTccigiz5Rq4uhUwUGBtK6dWv27t3LzTffDEBmZiZxcXFly2RlZXmdLTrVM888w/jx48t+LigoIDExkayuLnT+coFVCCGENlepC77wzbZkOg7f0NV0A86G1Wpl165dxMXF0aBBA2JjY1m6dGnZ7202G6tWraJbt26Vvo7ZbCYkJKTcQwghhBCXplp9ZuiJJ57gxhtvpF69emRlZTF58mQKCgoYNWoUiqIwbtw4pkyZQpMmTWjSpAlTpkwhICCA22677Zy25x9djD7AUc17IYQQ4mLiLLGefqHqIh2ofaJWF0OHDx/m1ltvJTs7mzp16tClSxfWrVtHUlISAE8++SSlpaU8+OCDZYMuLlmy5JzGGAIoyQlAVyJ9hoQQQmhzlepPv1B1UYGq9N6QWuiM1OpiaMGCBZX+XlEUkpOTSU5OrpbttW9+EGOgqVpeSwghxMXJXmzjsI+2JX2GfKNWF0O+duDrRnI3mRBCiEo5bXJr/cVGiiEhhBCitlKpYp+hamvJRU2KIQ+haQ4MRulALYQQQpvD7sPjhHSg9gkphjyU3nMCfYC5ppshhBCiFnOWWOGXmm6FqE5SDHnI2x2JTuYmE0IIUQmXxYd9hlxA5ZMqnH59cVpSDHlwBjtR/Z013QwhhBC1mMvou+OE3E3mG1IMeQj/y4DeJG+JEEIIbU6bgfSaboSoVnLkF0IIIWor6UDtE1IMechrIRO1CiGEqJyr1IfHCSmGfEKKIQ+Ky/0QQgghtMhx4uIjxZCHsBQdepOuppshhBCiFnPadBzy1cbkzJBPSDHkoSgO9HJnvRBCiEo4fTkbh9xa7xNSDAkhhBC1lNxa7xtSDHlwhLpwSQdqIYQQlfBpB2rhE1IMebinx3L8guQtEUIIoc1S5OB5X22sFvcZ2rx5M0899RQbNmxAr9czZMgQpk+fTlBQUCXNUZk0aRKzZs0iLy+Pzp07884779CyZcvz1s4zIUd+D7M2X4POXzoNCSGE0OYqtQDLfbQxFZQqFDSu81MMHT16lN69ezN8+HDefvttCgoKGDduHKNHj+arr77SXG/atGlMnz6dOXPm0LRpUyZPnkyfPn1ISUkhODj4vLT1TEgx5GFY642Yg4w13QwhhBC1mLXIzms13Yga9uOPP2I0GnnnnXfQ6dx3Yb/zzju0b9+effv20bhxY691VFXljTfeYMKECQwePBiAuXPnEhMTw/z587nvvvt8ug+e5D5yIYQQorY6eZmsKo/zwGq1YjKZygohAH9/fwDWrFlT4TqpqalkZmbSt2/fsufMZjPdu3dn7dq156WdZ0rODHnQKSq6qpyOFEIIcdHz7XGiqgWNe92CgoJyz5rNZsxm8zm/aq9evRg/fjyvvPIKjz76KMXFxTz77LMAZGRkVLhOZmYmADExMeWej4mJ4eDBg+fcluogxZCHz9d0lT5DQgghKuXuM7SopptxVhITE8v9PHHiRJKTk72WS05OZtKkSZW+1oYNG+jUqRNz585l/PjxPPPMM+j1eh555BFiYmLQ6/WVrq8o5QdOUlXV6zlfk2LIgxJhRQmo2Q9ECCFE7aaUWH23sWq6myw9PZ2QkJCyp7XOCo0dO5YRI0ZU+pL169cH4LbbbuO2227j2LFjBAYGoigK06dPp0GDBhWuFxsbC7jPEMXFxZU9n5WV5XW2yNekGPLgtBhQFXlLhBBCaHNZfHiccKmcvNR17utDSEhIuWJIS1RUFFFRUWe1iZOFzEcffYSfnx99+vSpcLkGDRoQGxvL0qVLad++PQA2m41Vq1bx8ssvn9U2q5sc+T2YjxrR+8ndZEIIIbQ5Lc6abkKt8Pbbb9OtWzeCgoJYunQp//73v3nppZcICwsrW6Z58+ZMnTqVQYMGoSgK48aNY8qUKTRp0oQmTZowZcoUAgICuO2222puR5BiSAghhKi9VJf7UZX1z5P169czceJEioqKaN68Oe+99x4jR44st0xKSgr5+fllPz/55JOUlpby4IMPlg26uGTJkhodYwikGCrHGaii+sndZEIIIbS59D48TtTiEajnzZt3Bpsvv31FUUhOTq6w83ZNkmLIQ2DjE+gDzv1WQyGEEBc/py87UFdTnyFROSmGPJi+D0NvklvrhRBCaHPaLDXdBFHNpBjyMPjRX2WiViGEEJWyFDnY8qmPNlaLL5NdTOTIL4QQQtRWKlUshqqtJRc1KYY8fHWovfQZEkIIUSl3nyEfzVovfEKKIQ+W3yPRm6XPkBBCCG1Oqw/7DMllMp+QYkgIIYSorVwuoApjBbnO3zhDFxMphjwEZqjoTVJFCyGE0Oa0yXHiYiPFkBBCCFFbyWUyn5BiyEPE+mMYdNKBWgghhDaH68KbtV5UToohD3mv6DEE6mu6GUIIIWoxR7EehtR0K0R1kmLIQ+HaOnI3mRBCiEr59G4ymY7DJ6QY8lDaxIrOX6npZgghhKjFXKW+u0ymqi7UKsw8X5V1LyVSDHnQ5RvRWY013QwhhBC1mcXpu22patXO7kifoTOiq+kGCCGEEELUJDkz5ElV3A8hhBBCiy+PE2oV+wzJmaEzIsWQB2Oegt4sxZAQQghtTqsPjxMuFyhV6PcjfYbOiBRDHuotzseg9+FdAkIIIS44DqeVfTXdCFGtpBjysPeOYHT+cmu9EEIIba5SC/zto43JZTKfkGJICCGEqKVUlwu1CpfJ5Nb6MyN3kwkhhBDikiZnhjwFOcDfUdOtEEIIUZvpfXickMtkPiHFkCfln4cQQgihxZfHCZcKihRD55sUQx6MR0zo/Uw13QwhhBC1mNMi/XAuNlIMCSGEELWVqgJVGWdIzgydCSmGPNgjHTilz5AQQohKuEp9d5xQXSpqFS6TqVIMnZGLphiaMWMGr7zyChkZGbRs2ZI33niDq6+++qxewxxZij5AvjhCCCG0OUt8ODiv6qJqZ4bkkt6ZuCiKoc8//5xx48YxY8YMrrzySt577z369+/Pzp07qVev3hm/jn5zMHqzDLoohBCiElZjTbdAVLOLohiaPn06Y8aM4e677wbgjTfe4JdffmHmzJlMnTr1jF9HcbofQgghhBZfHifkMplvXPDFkM1mY9OmTTz99NPlnu/bty9r166tcB2r1YrVai37uaCgwP1aoaCXE0NCCCEq4fTlFJZymcwnLvhiKDs7G6fTSUxMTLnnY2JiyMzMrHCdqVOnMmnSJK/nXVaZpFUIIUTlTh4rfHHWxYG9SmMuOrBXX2MuYhd8MXSSopQfBUtVVa/nTnrmmWcYP3582c+pqam0a9eOtGkvnNc2CiGEuHgUFhYSGhp6Xl7bZDIRGxvLmsyfqvxasbGxmEwyhl5lLvhiKCoqCr1e73UWKCsry+ts0Ulmsxmz2Vz2c1JSEgCHDh06b1/smlRQUEBiYiLp6emEhITUdHOqlezbhUn27cIk++amqiqFhYXEx8eft/b4+fmRmpqKzWar8muZTCb8/KQPSGUu+GLIZDLRsWNHli5dyqBBg8qeX7p0KQMHDjyj19Dp3PPVhoaGXnQB9xQSEnLR7p/s24VJ9u3CJPuGT/5w9vPzkyLGRy74Yghg/PjxjBw5kk6dOtG1a1dmzZrFoUOHuP/++2u6aUIIIYSo5S6KYmj48OHk5OTwwgsvkJGRQatWrfjpp5/KLn8JIYQQQmi5KIohgAcffJAHH3zwnNY1m81MnDixXD+ii8nFvH+ybxcm2bcLk+ybuFgpqozIJIQQQohLmK6mGyCEEEIIUZOkGBJCCCHEJU2KISGEEEJc0qQYEkIIIcQlTYohYMaMGTRo0AA/Pz86duzIb7/9VtNNOmvJyckoilLuERsbW/Z7VVVJTk4mPj4ef39/evTowY4dO2qwxdpWr17NjTfeSHx8PIqi8O2335b7/Znsi9Vq5eGHHyYqKorAwEBuuukmDh8+7MO9qNjp9m306NFen2OXLl3KLVNb923q1KlcfvnlBAcHEx0dzc0330xKSkq5ZS7Uz+5M9u1C/exmzpxJmzZtygYb7Nq1Kz///HPZ7y/UzwxOv28X6mcmqt8lXwx9/vnnjBs3jgkTJrBlyxauvvpq+vfvz6FDh2q6aWetZcuWZGRklD22bdtW9rtp06Yxffp03n77bTZs2EBsbCx9+vShsLCwBltcseLiYtq2bcvbb79d4e/PZF/GjRvHwoULWbBgAWvWrKGoqIgBAwbgdDp9tRsVOt2+AfTr16/c5/jTT+XnJqqt+7Zq1Soeeugh1q1bx9KlS3E4HPTt25fi4uKyZS7Uz+5M9g0uzM8uISGBl156iY0bN7Jx40Z69erFwIEDywqeC/Uzg9PvG1yYn5k4D9RL3BVXXKHef//95Z5r3ry5+vTTT9dQi87NxIkT1bZt21b4O5fLpcbGxqovvfRS2XMWi0UNDQ1V3333XR+18NwA6sKFC8t+PpN9OXHihGo0GtUFCxaULXPkyBFVp9Opixcv9lnbT+fUfVNVVR01apQ6cOBAzXUulH1TVVXNyspSAXXVqlWqql5cn92p+6aqF9dnFx4ern7wwQcX1Wd20sl9U9WL6zMTVXNJnxmy2Wxs2rSJvn37lnu+b9++rF27toZade727t1LfHw8DRo0YMSIERw4cACA1NRUMjMzy+2n2Wyme/fuF9x+nsm+bNq0CbvdXm6Z+Ph4WrVqdUHs78qVK4mOjqZp06bcc889ZGVllf3uQtq3/Px8ACIiIoCL67M7dd9OutA/O6fTyYIFCyguLqZr164X1Wd26r6ddKF/ZqJ6XDQjUJ+L7OxsnE6n1+z2MTExZGZm1lCrzk3nzp2ZN28eTZs25dixY0yePJlu3bqxY8eOsn2paD8PHjxYE809Z2eyL5mZmZhMJsLDw72Wqe2fa//+/Rk6dChJSUmkpqby/PPP06tXLzZt2oTZbL5g9k1VVcaPH89VV11Fq1atgIvns6to3+DC/uy2bdtG165dsVgsBAUFsXDhQlq0aFF2wL+QPzOtfYML+zMT1euSLoZOUhSl3M+qqno9V9v179+/7N+tW7ema9euNGrUiLlz55Z1CLwY9vOkc9mXC2F/hw8fXvbvVq1a0alTJ5KSkli0aBGDBw/WXK+27dvYsWPZunUra9as8frdhf7Zae3bhfzZNWvWjL/++osTJ07w9ddfM2rUKFatWlX2+wv5M9PatxYtWlzQn5moXpf0ZbKoqCj0er1XhZ+VleX1l9CFJjAwkNatW7N3796yu8ouhv08k32JjY3FZrORl5enucyFIi4ujqSkJPbu3QtcGPv28MMP8/3337NixQoSEhLKnr8YPjutfavIhfTZmUwmGjduTKdOnZg6dSpt27blzTffvCg+M619q8iF9JmJ6nVJF0Mmk4mOHTuydOnScs8vXbqUbt261VCrqofVamXXrl3ExcXRoEEDYmNjy+2nzWZj1apVF9x+nsm+dOzYEaPRWG6ZjIwMtm/ffsHtb05ODunp6cTFxQG1e99UVWXs2LF88803LF++nAYNGpT7/YX82Z1u3ypyIX12p1JVFavVekF/ZlpO7ltFLuTPTFSRz7ts1zILFixQjUaj+uGHH6o7d+5Ux40bpwYGBqppaWk13bSz8vjjj6srV65UDxw4oK5bt04dMGCAGhwcXLYfL730khoaGqp+88036rZt29Rbb71VjYuLUwsKCmq45d4KCwvVLVu2qFu2bFEBdfr06eqWLVvUgwcPqqp6Zvty//33qwkJCeqyZcvUzZs3q7169VLbtm2rOhyOmtotVVUr37fCwkL18ccfV9euXaumpqaqK1asULt27arWrVv3gti3Bx54QA0NDVVXrlypZmRklD1KSkrKlrlQP7vT7duF/Nk988wz6urVq9XU1FR169at6rPPPqvqdDp1yZIlqqpeuJ+Zqla+bxfyZyaq3yVfDKmqqr7zzjtqUlKSajKZ1A4dOpS7XfZCMXz4cDUuLk41Go1qfHy8OnjwYHXHjh1lv3e5XOrEiRPV2NhY1Ww2q9dcc426bdu2GmyxthUrVqiA12PUqFGqqp7ZvpSWlqpjx45VIyIiVH9/f3XAgAHqoUOHamBvyqts30pKStS+ffuqderUUY1Go1qvXj111KhRXu2urftW0X4B6uzZs8uWuVA/u9Pt24X82d11111l///VqVNHvfbaa8sKIVW9cD8zVa183y7kz0xUP0VVVdV356GEEEIIIWqXS7rPkBBCCCGEFENCCCGEuKRJMSSEEEKIS5oUQ0IIIYS4pEkxJIQQQohLmhRDQgghhLikSTEkhBBCiEuaFENCCCGEuKRJMSSEEEKIS5oUQ0IIIYS4pEkxJMQlpkePHjzyyCM8+eSTREREEBsbS3JyMgArV67EZDLx22+/lS3/2muvERUVRUZGRtn6Y8eOZezYsYSFhREZGclzzz2HzOwjhLhQSTEkxCVo7ty5BAYG8ueffzJt2jReeOEFli5dSo8ePRg3bhwjR44kPz+fv//+mwkTJvD+++8TFxdXbn2DwcCff/7JW2+9xeuvv84HH3xQg3skhBDnTiZqFeIS06NHD5xOZ7mzP1dccQW9evXipZdewmaz0aVLF5o0acKOHTvo2rUr77//frn1s7Ky2LFjB4qiAPD000/z/fffs3PnTp/vjxBCVJWcGRLiEtSmTZtyP8fFxZGVlQWAyWTik08+4euvv6a0tJQ33njDa/0uXbqUFUIAXbt2Ze/evTidzvPabiGEOB+kGBLiEmQ0Gsv9rCgKLper7Oe1a9cCkJubS25urk/bJoQQvibFkBCinP379/PYY4/x/vvv06VLF+68885yhRLAunXrvH5u0qQJer3el00VQohqIcWQEKKM0+lk5MiR9O3bl3/961/Mnj2b7du389prr5VbLj09nfHjx5OSksJnn33Gf//7Xx599NEaarUQQlSNoaYbIISoPV588UXS0tL44YcfAIiNjeWDDz5g2LBh9OnTh3bt2gFw5513UlpayhVXXIFer+fhhx/m3nvvrcGWCyHEuZO7yYQQZ6VHjx60a9euwo7VQghxIZLLZEIIIYS4pEkxJIQQQohLmlwmE0IIIcQlTc4MCSGEEOKSJsWQEEIIIS5pUgwJIYQQ4pImxZAQQgghLmlSDAkhhBDikibFkBBCCCEuaVIMCSGEEOKSJsWQEEIIIS5pUgwJIYQQ4pL2/00Cuj4AKjioAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots()\n",
    "diff = (np.rad2deg(om2cice1_grid.tlat.values) - om2mom1_grid.y[1::2,1::2])/om2mom1_grid.y[1::2,1::2]\n",
    "diff.plot()\n",
    "axes.set_title('1° grid TLAT relative error')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '1° grid ULON relative error')"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots()\n",
    "diff = (np.rad2deg(om2cice1_grid.ulon.values) - om2mom1_grid.x[2::2,2::2])/om2mom1_grid.x[2::2,2::2]\n",
    "diff.plot()\n",
    "axes.set_title('1° grid ULON relative error')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '1° grid TLON relative error')"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots()\n",
    "diff = (np.rad2deg(om2cice1_grid.tlon.values) - om2mom1_grid.x[1::2,1::2])/om2mom1_grid.x[1::2,1::2]\n",
    "diff.plot()\n",
    "axes.set_title('1° grid TLON relative error')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 0.25°"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "om2cice025_grid = xr.open_dataset('/g/data/ik11/inputs/access-om2/input_20230515_025deg_topog/cice_025deg/grid.nc')\n",
    "om2mom025_grid = xr.open_dataset('/g/data/ik11/inputs/access-om2/input_20230515_025deg_topog/mom_025deg/ocean_hgrid.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Coordinate errors for 0.25 degree grid\n",
      "TLAT  1.421e-14\n",
      "TLON  5.684e-14\n",
      "ULAT  1.056e-01\n",
      "ULON  1.800e+02\n"
     ]
    }
   ],
   "source": [
    "# Comparison with MOM supergrid\n",
    "print(\"Coordinate errors for 0.25 degree grid\")\n",
    "diff = np.rad2deg(om2cice025_grid.tlat.values) - om2mom025_grid.y[1::2,1::2]\n",
    "print('TLAT % 10.3e' % abs(diff).max().values)\n",
    "diff = np.rad2deg(om2cice025_grid.tlon.values) - om2mom025_grid.x[1::2,1::2]\n",
    "print('TLON % 10.3e' % abs(diff).max().values)\n",
    "\n",
    "# NE points for U\n",
    "diff = np.rad2deg(om2cice025_grid.ulat.values) - om2mom025_grid.y[2::2,2::2]\n",
    "print('ULAT % 10.3e' % abs(diff).max().values)\n",
    "diff = np.rad2deg(om2cice025_grid.ulon.values) - om2mom025_grid.x[2::2,2::2]\n",
    "print('ULON % 10.3e' % abs(diff).max().values)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Coordinate differences for 0.25 grid using NW corner\n",
      "ULAT  1.421e-14\n",
      "ULON  5.684e-14\n"
     ]
    }
   ],
   "source": [
    "# NW points for U\n",
    "print(\"Coordinate differences for 0.25 grid using NW corner\")\n",
    "diff = np.rad2deg(om2cice025_grid.ulat.values) - om2mom025_grid.y[2::2,:-1:2]\n",
    "print('ULAT % 10.3e' % abs(diff).max().values)\n",
    "diff = np.rad2deg(om2cice025_grid.ulon.values) - om2mom025_grid.x[2::2,:-1:2]\n",
    "print('ULON % 10.3e' % abs(diff).max().values)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '0.25 grid ULAT error')"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots()\n",
    "diff = np.rad2deg(om2cice025_grid.ulat.values) - om2mom025_grid.y[2::2,2::2]\n",
    "diff.plot()\n",
    "axes.set_title('0.25 grid ULAT error')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       " -0.0955942565379928: 2,\n",
       " -0.09557853247611092: 2,\n",
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       " -0.09555538385866669: 2,\n",
       " ...}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# number of points with each difference in ULAT\n",
    "unique, counts = np.unique(np.rad2deg(om2cice025_grid.ulat.values) - om2mom025_grid.y[2::2,2::2], return_counts=True)\n",
    "dict(zip(unique, counts))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-0.10555227361595598"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "min(unique)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.10555227361595598"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "max(unique)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '0.25 grid ULON error')"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots()\n",
    "diff = np.rad2deg(om2cice025_grid.ulon.values) - om2mom025_grid.x[2::2,2::2]\n",
    "diff.plot(vmax=0, vmin=-1)\n",
    "axes.set_title('0.25 grid ULON error')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{-180.0: 2,\n",
       " -27.737789110236406: 2,\n",
       " -27.7377891102364: 1,\n",
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       " -18.706407763555887: 1,\n",
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       " -18.706407763555774: 1,\n",
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       " -13.003871073614107: 1,\n",
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       " -11.186905935040755: 1,\n",
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       " -6.002502449650592: 2,\n",
       " -5.873781848194312: 1,\n",
       " -5.873781848194308: 1,\n",
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       " -1.4925136770410745: 1,\n",
       " -1.4925136770410585: 1,\n",
       " -1.492513677041046: 1,\n",
       " -1.489396475115882: 1,\n",
       " -1.4893964751158677: 1,\n",
       " -1.489396475115825: 1,\n",
       " -1.4893964751157966: 1,\n",
       " -1.4862525509311126: 1,\n",
       " -1.4862525509310984: 1,\n",
       " -1.4862525509310842: 1,\n",
       " -1.4862525509310558: 1,\n",
       " -1.484885120905858: 1,\n",
       " -1.4848851209058296: 1,\n",
       " -1.4848851209058012: 2,\n",
       " -1.484774049553181: 1,\n",
       " -1.4847740495531596: 1,\n",
       " -1.4847740495531525: 1,\n",
       " -1.4847740495531507: 1,\n",
       " -1.475810691877598: 4,\n",
       " -1.4739802238127595: 1,\n",
       " -1.4739802238127027: 1,\n",
       " -1.4739802238126956: 1,\n",
       " -1.4739802238126458: 1,\n",
       " -1.4731091762298263: 1,\n",
       " -1.473109176229812: 1,\n",
       " -1.4731091762297979: 2,\n",
       " -1.4731049903373332: 1,\n",
       " -1.4731049903373257: 1,\n",
       " -1.4731049903373048: 1,\n",
       " -1.4731049903372764: 1,\n",
       " -1.47173455609805: 1,\n",
       " -1.4717345560979993: 3,\n",
       " -1.468359263375433: 1,\n",
       " -1.4683592633754188: 1,\n",
       " -1.4683592633753904: 1,\n",
       " -1.468359263375362: 1,\n",
       " -1.4662767493716515: 1,\n",
       " -1.4662767493716444: 2,\n",
       " -1.466276749371616: 1,\n",
       " -1.4644056775714738: 1,\n",
       " -1.464405677571449: 1,\n",
       " -1.4644056775714205: 2,\n",
       " -1.463398506530666: 1,\n",
       " -1.4633985065306376: 1,\n",
       " -1.4633985065306234: 1,\n",
       " -1.4633985065306163: 1,\n",
       " -1.4600723902133836: 1,\n",
       " -1.4600723902133268: 1,\n",
       " -1.4600723902132877: 1,\n",
       " -1.46007239021327: 1,\n",
       " -1.4595977326112006: 1,\n",
       " -1.459597732611174: 1,\n",
       " -1.4595977326111438: 1,\n",
       " -1.4595977326111154: 1,\n",
       " -1.459194571750885: 1,\n",
       " -1.4591945717508565: 1,\n",
       " -1.4591945717508388: 1,\n",
       " -1.4591945717507997: 1,\n",
       " -1.4580920337913312: 4,\n",
       " -1.4505437602119535: 1,\n",
       " ...}"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# number of points with each difference in ULON\n",
    "unique, counts = np.unique(np.rad2deg(om2cice025_grid.ulon.values) - om2mom025_grid.x[2::2,2::2], return_counts=True)\n",
    "dict(zip(unique, counts))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-180.0"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "min(unique)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.0"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "max(unique)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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