{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a086d604-83e2-4323-8df1-e534c498a753",
   "metadata": {},
   "source": [
    "### Import GLEAM E data\n",
    "\n",
    "+ E - Actual evaporation [mm/day]\n",
    "\n",
    "+ by definition: E = Et + Eb + Ew + Ei + Es + Ec"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "0fca890e-ba1f-4ad4-8bbb-6f2cb8b0415b",
   "metadata": {},
   "outputs": [],
   "source": [
    "#import required libraries\n",
    "import os\n",
    "import ilwis\n",
    "import netCDF4 as nc\n",
    "import numpy as np\n",
    "import numpy.ma as ma\n",
    "#from osgeo import gdal, osr\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "fac91b71-f0e9-4cfc-b2cb-8b97a95944f1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "d:\\jupyter\\notebook_scripts\\Special\\GLEAM/results\n"
     ]
    }
   ],
   "source": [
    "data_dir = os.getcwd() + '/data/'\n",
    "\n",
    "work_dir = os.getcwd() + '/results'\n",
    "\n",
    "ilwis.setWorkingCatalog(work_dir)\n",
    "print(work_dir)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a30dc481-7fb4-41d7-bb44-ba7ab7d0b2fe",
   "metadata": {},
   "source": [
    "Provide the location of your input data file, note that the folder specifications provided below expects that the data is within a specific product folder within the notebook folder. Here 2010 is processed"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "41aa530c-da39-4fb1-a3fc-c2e4d88f8eec",
   "metadata": {},
   "outputs": [],
   "source": [
    "fn = data_dir+'/E_2008_GLEAM_v4.3a.nc'\n",
    "ds = nc.Dataset(fn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b73fd3e3-d932-4c79-ae68-c29279fec56f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'netCDF4.Dataset'>\n",
      "root group (NETCDF4 data model, file format HDF5):\n",
      "    Dataset: Global Land Evaporation Amsterdam Model\n",
      "    Version: 4.3a\n",
      "    Authors: Hydro-Climate Extremes Lab (H-CEL)\n",
      "    Institution: Ghent University\n",
      "    Contact: info@gleam.eu\n",
      "    Reference1: Miralles, D.G. et al. 2025: global land evaporation and soil moisture dataset at 0.1° resolution from 1980 to near present, Scientific Data, 12, 416, doi: 10.1038/s41597-025-04610-y\n",
      "    Reference2: Miralles, D.G. et al. 2011: Global land-surface evaporation estimated from satellite-based observations, Hydrology and Earth System Sciences, 15, 453-469, doi: 10.5194/hess-15-453-2011\n",
      "    dimensions(sizes): time(366), lat(1800), lon(3600)\n",
      "    variables(dimensions): float32 E(time, lat, lon), float64 lon(lon), int64 time(time), float64 lat(lat)\n",
      "    groups: \n"
     ]
    }
   ],
   "source": [
    "print(ds)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8d0e35c1-6933-4136-9fc7-6bbf3f579a4c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\"<class 'netCDF4.Dimension'>\": name = 'time', size = 366\n",
      "\"<class 'netCDF4.Dimension'>\": name = 'lat', size = 1800\n",
      "\"<class 'netCDF4.Dimension'>\": name = 'lon', size = 3600\n"
     ]
    }
   ],
   "source": [
    "for dim in ds.dimensions.values():\n",
    "    print(dim)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a14782ad-0a0e-4d36-a1cc-a86acd1d6846",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'netCDF4.Variable'>\n",
      "float32 E(time, lat, lon)\n",
      "    _FillValue: -999.0\n",
      "    standard_name: Actual evaporation\n",
      "    long_name: Actual evaporation from GLEAM 4.3a\n",
      "    units: mm.day-1\n",
      "unlimited dimensions: \n",
      "current shape = (366, 1800, 3600)\n",
      "filling on\n",
      "<class 'netCDF4.Variable'>\n",
      "float64 lon(lon)\n",
      "    _FillValue: nan\n",
      "    standard_name: longitude\n",
      "    long_name: longitude\n",
      "    units: degrees_east\n",
      "unlimited dimensions: \n",
      "current shape = (3600,)\n",
      "filling on\n",
      "<class 'netCDF4.Variable'>\n",
      "int64 time(time)\n",
      "    standard_name: time\n",
      "    long_name: time\n",
      "    units: days since 1900-01-01\n",
      "    calendar: proleptic_gregorian\n",
      "unlimited dimensions: \n",
      "current shape = (366,)\n",
      "filling off\n",
      "<class 'netCDF4.Variable'>\n",
      "float64 lat(lat)\n",
      "    _FillValue: nan\n",
      "    standard_name: latitude\n",
      "    long_name: latitude\n",
      "    units: degrees_north\n",
      "unlimited dimensions: \n",
      "current shape = (1800,)\n",
      "filling on\n"
     ]
    }
   ],
   "source": [
    "for var in ds.variables.values():\n",
    "    print(var)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "2c8a74fe-bfc8-47ce-9061-84294e0f0734",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(366, 1800, 3600)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "et = ds.variables[\"E\"][:] \n",
    "et.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "5b5869e7-b97a-43a3-a105-2c54c487e5e1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'numpy.ma.MaskedArray'>\n"
     ]
    }
   ],
   "source": [
    "print(type(et))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "33964ac1-a754-4e37-8d55-2141e2f2996a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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CAgJ9gk8//ZSFt0g1+YcffrjYhyMgICAgMERwSdWUkiok1WAVFBSwsiMpUE6cOPFiH5aAgICAgICAgICAgMAli0smUkrtAqiZN7ViiIyMZFJKUv7UwkBAQEBAQEBAQEBAQEDg4uCSiZROmjQJEyZMwEcffcR/t7W1wdPTEw8//DCee+65i314AgICAgICAgICAgIClyQuCaGjpqYmnDp1Cs8//7xmmYGBAebPn48jR450+h1qbE4/EojElpWVcWN6mUw2IMctICAgICAgICAgINA5KLZWXV3NLajIthcYurgkSCn1s2ttbYWzs7POcvo7ISGh0++88cYb+Pe//z1ARyggICAgICAgICAgcD7Izs6Gh4fHxT4MgQvAJUFKzwcUVaUaVAmVlZXw8vLiQW9lZXVRj01AQEBAQEBAQEDgUkdVVRWX41laWl7sQxG4QFwSpNTBwQGGhoYoLCzUWU5/u7i4dPodY2Nj/tEHEVJBSgUEBAQEBAQEBAQGB0Rp3dDHJZF8rVAoMG7cOOzatUunRpT+njJlykU9NgEBAQEBAQEBAQEBgUsZl0SklECpuLfeeivGjx/PvUnfe+891NbW4vbbb7/YhyYgICAgICAgICAgIHDJ4pIhpddddx2Ki4vx4osvoqCgAGPGjMHWrVs7iB8JCAgICAgICAgICAgIDBwumT6lfVFIbW1tzYJHoqZUQEBAQEBAQEBA4OJC2OfDB5dETamAgICAgICAgICAgIDA4IQgpQICAgICAgICAgICAgIXDYKUCggICAgICAgICAgICFw0CFIqICAgICAgICAgICAgcNFwyajvCggICAxHUM9l7ebhknad9u89gYGBgWZb9F3RiFxAQEBAQEBgoCBIqYCAwKBGVyRrOJAm6XxaWlrQ2NioOSdabmpqyr/nZOegoaER9XX1MLcwQ0p8GkryS1GQUQRlmxK5ScVobmoFWlugMDVCU0MLDAxkMLM2Rk1ZnXpP0rWi/ckAuXrqlxsChjLIDAzg5m2DouQiNDe2wMTCGK4jnOkiIyjcF3MWzWLCamxsrDkuAQEBAQEBAYG+gmgJ00MIyWkBgd6htbUVTU1NKC4uQVZaFupq69HS3IKyonI4uTuiKKcI5YUVqKtugKHcEMamRkyZiFAFjwtCRkIWSnLLUJBSDJmhDC5+jshLKuRty42N4BHsAhMzYyZLRgo55EZymFubIzg8CFbWlrxeblYebOysYW5hDgNDQ7i7u0EuEbJ+Ak2pdEyGhob8d21tLaqrq2Fubs7/Rp+KQXVlDQozi5GXUojG2kZUFdWgqrAOBoYGzBvbWttg520Nc1tTZBzPQ11pIwwVMhgqDFBb3AC0KnsVBdUB81MZHajWMln7v7TcwAAwkAFGchjbGcPMuA3KVsB3sjsi5oVyVNXE3ARWNpawd7KDpZXqetO/ND8qFIoLvo4CAgICAgLngrDPhw8EKe0hxKAXuNRBUwWRTEJ6Wgb/W1VRhabGJvgEeMPCwgKnjkbi7OE4KNvaUJxVirLsSlQW1KA6txbNda2a7Wiinp3MPsSLZHIDKIl4tWlHRvn/XUdL6VclYGhiAEMjFSFsaWiFgVwGAyNDyCxNEDzNFf4R3vw9Wid0wkhMnjapU0JN0Uvtcy8rK0Nrq4psOjo68N8mJiawtLTkz+k7637+C+VFFbCwMYdngAeMTYyhMFYwSU6MScbZA7EozixDm1KJqoJqFCdWoKGiSUUE+cS1yKL276qD6P4Gqc9fQzB5m+oPOvmufqTZwIgipvrRZ9X1bmtR3SsDiqrKAUNjA5jZmUApl8PQ2BCGyla4BDsgbOZIeAa4Y86C2UxcBQQEBAQE+hPCPh8+EOm7AgKXOChttKKiglNEC3ILmITI5YY4sfc0suNyeR0HTzvUVdUj6VA6k5OKnBq0NbehtamNCYuprQK2XpYoTq5AY2XzOffZnS+MuWpzW6fL9VmsznbUv7bUt/IPRVeJRNHxEeEyVbShIrcSaQZZcPVzhGewBwpyi3Dk4FG0trTi6PaTKMur4A1VFdWiqqBGs+m2NiWq82vRppTB0MEKM64eiaLMEuREFcDRzwaWduaYe90MZMbn4OgvZ1CdXw+ZAWBqZwxzB1PYuFvAzsMGtq7WsPe0gYO7HW9z//fHITcxRFNNM5prWvTOR+8a6acr6/8tEVvpQmiRQpmhHAoHE9i5mcDQ2AimVgrUlTXAZYQdjE0VKM+rhLG5gtN2K8rqUVvbBHcPaxWfbVOiorCasoMx/+ap8ArwQGNDE6KOx/N1a61vQl5yIa68fwmmzZrK+0tPS8eR3ccxY+E0eHi4M2HvKkJN5yw5AIyMjDpdR0CgN6AxRQZqaUkpjBQKeHl5djvuyEHT3xkUAgICAgLdQ0RKewjhiREYDiCyIDcyQlNjI2xsbTjN8sThk0g8nQJTSxMknUhFysFM1BY1oKm2pZ0DUhCvB8G6LqHJDlVF7Xq9nR7Uj9IazmF28BnvjuKMMli7WMLJ2wHeIz0xekIoHBztOYWWIp2UXvvLF2vw+wtb0VLXqiLCbWqSe66Do5RWKyMojGWozqvTnJeBwgByEwO0tQDNdeooa2cRSkMZzJ1M4TnWGdOumgAbB2sc2nAcJ36KQUtTRzLe/RlrlYtq/lDvk9KHSbhITVZN7U1g4WCMmqI6tDW1cRRZAqUL0/nzd9TXWiaXQ9nUBJlMCccga5jYGMPS0YKj3021zShpMkaLpQlMC0vh4GyMm1+7Gr6B3og8HIXUqAyETg1GeXEFFMZGMDY1hrO7Iw5vOcHOjeCJgbC0NkdlWRXyUgsQuy8FCjMFvMZ4wNnbATMXTEFgUEAvroXAcAM9oz0R3KL1KC2+srIK6cnp7DCRnnF6nt08XRA6OlRne/QeT0tJZ+cbwdjEBP4BfpptSqn3lxIaGhq41MDMzEzUjQsMKQj7fPhAkNIeQgx6gaGK+vp67N66l8VxUiLTUZpVjsqCWtTXtMDczgSTrxqNZasWw8XFGYnxiTi8/ThO/h2FgugyNNW10CTBhEVuZgiFlQKGchmqc2rb+ZYMMJATGSMCpLVjIrIGMsiNDWDuZIYJV4ciP6UYuWcLVeuCophtqCms51Td8wGTQbkMRhZyWLmawTHQHiMm+WPUxGCYmpmgrLica1hzU/JRklOOstxKGFuYwHuUC1x8nRF3OBEZJ3JRmlLFkd9e7rx7AqufikvQSz2mCC6BuaP+Nehq290a6WrvQa/QyXd0dk1Frm10M1W/U8qulQnsvUxg5WgGZx87rgsuSChGWVolmqpVzgy6L5z2y+NDdZ9aGtRjxEAtXAXAKdwRHiMdYOloiSkLxyFkdDAcHBxE5EoNSpkfbjW6ksozvVfp/IgE0f2mlO/CwiJUlFXgwOYjmLpwIkaFhXR6/hnpGdj2xy74jPBCfmYBYo+moiSlFKa2Jlh4+0xUV9QgMNQfIWEjmWQe2nsEx7dHwsLGDBPmjUPQyADe59H9x1FbXYsjf51EXUU9LJwscd+/b4WffztJ7U+QCZaZkcmZKnb2tnBycur3fRL5PHs6GvlZBWhqaEJ5cSVi9yUh72whLJzNMWnlGExfPAUeXu5s94hnUWAwQ9jnwweClPYQYtALDDXU1NQgIy0DP7/zO7Ii8zhds7agvmNdptwApn628BvjhFGT/ODq7YS6hib4+HkgLjIBFUWVUJgYYcKccTh96Cxi9yWgqUGdoiuTwcLeHAtumoUdP+1DdUktbFxVojckXkQ/1o6WqC6rQW58IYqTytCmRb7o94ayJp3a0S7BJZcq9kQpr7a+lhh7+SiETRuF4LARvJxEhKIPxaMwvRiV+dUojClFM0V89TgebYZqIX1nuMEl0AlxO5NRmlTV+4ss1WxeKHozDfeZ6rBERnW3p1EAJsqonzKtjroamRrC1EbBoksSmdd5lVBEysAAtgFWMLczhUzWBitnC8gMDdFU24iRU/3hO8qHHQdefp7wD/Dvo3Ma2iCyQMSM7kFsTDzfm4b6BkyYNJavL5Gr/PwCZKRmYvyksZx+ShFCCwtzrumWIny9UaamCBlth77b3xGyuro6JkNnDsfA2s6Cl7n7uiM5OhVFOaUYOS4AO74/AHMbE8gMDeAT6oH5V83m8UHRUCkdt7iwGIW5RaiprEHo+FFIT8pAzJF4KEwUKMwsgbmNGSxszRExPQz2jrb48c3fmHCWZVXB0MgAY5eOwoxlU+Dj74MTh05y7TfBzMIMXr6eTAwHKlpKBD3q9Fk0NzUjYIQ/7Ozs+nV/paWlWPPZWmx+cz+XDGinw2ieYdI4M1dgwRNTserBa+Ho6NivxyQgcCEQ9vnwgSClPYQY9AKDsRb07982oaayliOS191xNQvvSNi5ZRfWfbgFdaX1qC2tQ0V6zbm1ctTRKyMbEwRMdUFudDETjLl3T8JVty/HO49+hJwolQKuUiIoFsbwiXCBvasNCtNL2PiryKtCcUIF15xK6/Y2/ZfOSXt6sg+yxvgrQ+ET4gXvQE+EhIVwOq6EtNQ07N6wD1VlNchLLICRiZzTd0/8eRbF8VQrOsxw3uRUOzLayTakVG3pb21iqu4o09WNpGCq3ETOEVGZwhAhi7xQVVgDIxMjzLhuIhxc7ODh64GRIcHDVgipubm9plpKISXSR4SMIsD0ObXWIXJ5ZN9x+I/w5bFuaWmBfXtOIPJIOizNDFGQUoqi6GJY2hnBLdwFDY1t8A9zRdThHNSkl8JzjBMKk8rQUNUMI2MZ7D0tYWxhxMTf3tMWtz9+HdzcXLs8Tjq2+LgEZKVmo7aqFmaWZpi/ZO6ARGXpetD+42LiUVlehZijcXD0cMDsxTNQmF+I9KRMeAd4ITstBzMvm87XKyUpBRVllXytiLxJ15FA13jX33tQXVELFy8nZMRlwtHDESMjRiDhTCLcfd0QFhGqObdLMT1164btyE7OYYG34xuiUF1Yw8+xrZc117RnnyrkWnxtZ2XAXE+MXTgKTh6OrIpuZWuF0DGj+p04Cwj0BsI+Hz4QpLSHEINeYKBAxhY9lhTpJMONxhsJwOhHP6R1ysrKEXcmHnMWztIhpUVFRTiw4xA2/G8HSlMquW5QbmzI/5raGrNxV1fWiEZSfz0HDE0MMfX2cOQlFLF4kL2XLcpzK5F5LB+NlU0qjqKOPrqNdoC9tzVK0sv5u7XlDahIq+5at0cmg5mTCaf5mtmaoLakAdbuFnAJcsDExWM1vMnV0wWjI8J6ZFDStaHrSCrBr97wLgqiSjFs0VtyyutfSLS1k1eGUgkzBxO4j3HChGWjkXwqHSMm+nO9LMFvhA9Gjho57NMASdDp56/WIvZwEioKqtHcashRZY9gJ/iMdENKZAZy4oow/+aJMJDL8f2zWyFraeZ74jvTA6Mm+aC0sBIjx/mjvrYeFYUVyE0u5AyE1qZWFCaV89iuL2mCsllFIAyMDDi1np5tr/EumLhkNMZMDoNfgN+QJV+U0ks/dK5U43g+UUv6Pjk+KBJM4057brxYKC4u5igvRWYHOjsgPz8f5WUV3O84NyMPxiYKOLo6Yt2nfyPqryQ0lDd27mvSylChllQrXrkMtz58k8YhQM4WivDTu4oizMOhf7TA0IKwz4cPBCntIcSgF7gQ0Au7J5GhrKxs/PLBbyjLrWDymHO2ECZWxgi7bARmXzENyTGpcPZwQsTEMZyup2/kS2qSZMRJxgGN3bzcfG7f0tjQiEObjqEkq4x7Y+ZHl6ChvGtSamxtxHWBlKLpFGILSydzlGZUwG+yFxbePAfxpxKRGZODlANZqCmqV4nn9GRGkQHOoXbwm+gJubEcbv7OqC6vha2TFWYvnQlXN1cm4l1dMzL+6ZpSDWxedgHXyzIRbWrm1OK21lZEbo5BUUIZ6oob9Uokh+GUN9DEVPur6kgqpUWSmJK5owlC5wXAd5Q3rrv9ahQUFCAxNhkz504f9gYrEaHkxBT88eUmpEUVIe9EIT2UHDU2sTNBc10bWuubYWRpDL8ZbqgqqkPBmVKu2SVySfkEJpaGmHFLGOrrW+AV5ApzKzOMnTQaJqYmaGxsgomJMSKPnkFVeTVfT09/dzi5OMLE1JRbFdGcIAn60PEQaaB6RaoZFxg89bSDIVOA5lFybP7+7Tqc3h4DYzMFKvKrWEOgIqcaTdXNaCYlc/UDT7X7//jrIW6jlZyUgj+/2ID4famoq2iArYclQmYFormhGbOunI7A4AC2mQbDeQoMbwj7fPhAkNIeQgx6gZ6CjPCqympur1KUW4yM+GzkJhbAxc8R/uE+WLB8fpdjiKMg9fVY+92fcHC1x+5fDiJpT5ZKsbZVyQYCveMdQ2yhMFdg6sqxuO6uqzmNNTEhCZ8+9y1qSmth720DBw87TFs6CWbmZrB3tOdUvpKSEmxZuw3xR1NRllmOxtom1Fc2oTKjmpmGwkoOM3sTVOXUwthaAb9pHgiZHshEj/qOphzNZGXZhsomWDiqopqkJMvH1waUJFb2qD6UW3Iaqvpy0u82vpawcDDFonvnYOaC6RqxD/LApyanoaykDAXZRSzKkRmXjaK0UtSW1aMosYyFdTT7vNRns96Qvq6IqZaor35JqdQrliIm1l4WCJzhhdqKBk4FtHC1xKNv3AFzC3PkZudxRMY/yI//dfdwH/ZRUkJ5eTn+WLMVbu72SI3LQvzBFGRHlvAYlSlbYWJnionXjoSZtRliDmRw2x7q6Zt3ugxtDY1MTolM2vhYwCnQGrbuNqyIXF5aj9HT/OEb4IY582Z0q0pLGRIV5ZUIGhHIz49UL0pOLAGB7ggqjSkp5ZxsnbLSclSWU+mDmpQqjODr74PVn6/FtvcPoLawQdN3WiVspiLcclM5zw9z75yCux6/bdg7owQuLoR9PnwgSGkPIQa9QGegxycvLw9Z6dnw8fdmQYjIE6dRlF/Mkc6kyBQYGRuhobaR1ydSunTl4i7T6qTHMS4mDsWFpWywNje3qKIejU1MynJS8pBxNhtxmzNYvXXctSFY9cQ18PH1xqG9h7F37SEkHchEZW4tjMwofVCO6beMxfJbl8DH14c912SAZGdlI/pULEoLylBVWs29JkNnBMPexY73RZg0cwKP9/f++TFKssrhMdIFBSlFaG4icmyAmL9SeiZS1AnITlFYGSFgthd8RnvgsqvncIqntmd9+8Yd+OujrciJLGRCTjVPqrYt57XLSwc9MQLb86c7WazfE1X9PxJAMTPCsudnwC/EB1NnTWJV06gDsQieEAgjIzls7Kxh52iHsydiMW/pLNjb23MK5WBInxwIEAksKSlFdmYOgoIDkJSQgsijcUiPz4eLpy3cvB2RkZiLwsxyFKZVcT1fdV49k1IZ2uAW4YhV/1yG2fNmMJmkiNRX761H/L58WNgZIXi6B5obW3DTPUvYAeDu7iaMfoEBQUpyCn5+73fkROfD1tMa3iFuMDaTnmvVpEyRfU9/Dxa5GxkaDBsbm4t6zALDH8I+Hz4QpLSHEIP+0gUZmSQqRAYiRXuIzJE32c7ejsdCbm4eDu04DFMLU8xeOBOv3vsWUg/moKmmies2DRWGcA1zwKQrInDtHSt1xHn0oyzfv/czPALcsOAK3WgqPaaH9h1mxUmFsQKjx4ciP7eAWxmQQTpmQrhGfILS9aLPxKC1tQ2HtxxDUUYJ9yAl4R9al4yFa+9fodPygIyNkwciYedsh9CIELi5uWlqoD556SvE70rhv8kQmbVqCuqq67DnmyOoK6tHS2Mb6koaOieKWray1ALFxtsCXmPdYOVggUWr5mHU6FF8bbsSWKHzycrMRm11DZJj01BTUYP4Q8nIjSmEwsyIf8ozq2BAwjrz/VFf1YCEnWmoLz13rewlgXMRls7IqVYdmUb5iFSMZDL4zXDBexv+j50HZWVl+Obt1ciJL0DGgVzu3xow3QMB431gbWeFa269CoWFhTiy+xhW3HjFJZvKR8/vbz//hcSzWZzeSL1e6yvqkR9ThbbGJsja2mBsI4dTkDX+75dn4OzsrLn+5EDatnk3Nnx3GDXlTTCzUSA3rhrmigYmqM+/8+iQrR0VGFqgVN+KigoW7JKcTDS2yT7KzclDdlo2inJLUJxbClsnawSNDoCVjeUlUU8ucPEg7PPhA0FKewgx6C+9l+/xQydwcMNRFCQVoyynCgpzI9i4WCLjaB7MHIyx+JE5WHHTch4PRFrpUSJiRSlz+Xn5yM8pgJunSv3SytqKSSPVSXYH6r239bcdaKxvwvi5YxE+NoxJbG8jIVRLRoQyITqRyam7t5taLAlce+bh4a6zzeNHTuDU/jMc0R03OxwTp07gc8hIzUJRbhGOrD+J9CN5qCtugCEJEtkbQ2Gp4HQtqjui1iCdkVJrb3PYeVmjpakVI2f5I3x6KFw8XDByVPA5r4UEMspJWZeu7c71e1Bf04DWlla0NLeiqqQa6adyUFNYxw4AIzM5jIzlKEtX98vUvm6X+lTX3RjSS+VV/Snl8eqSUyt3M8y/bzIWrpwLL28v/PbdH1j97N+c0k1iVfaBNnAd6QgrRwtUFVXjhqdWImLcGFzqoGdyw59bkR6fizOb4lFb1ICGyhYa4LBwM8UzP9yFsPBRHQgmOcBIqdfa2oqf2fLyChw/fBojQwPg5++rEZwR6HvQnE5R/tLSMp6HFAojdhhcqs4V/fF8eP8R7FqzH8kHM1CVW6fJZKFx6hhsDRNrYwTPCMBVd10OuZERZ1K4urqKyL5An0LY58MHgpT2EGLQD1+Q0UfRUDI69m7fj7jjCYjaEo+iuHIW+CFF2Yk3haEguRjpB/LgMMIaNp5WWPnYUoydFMG983b/tQ/m1uaYNn8yp8h2BooqUaP2A38egWuAM+5//u4uiRnVlW5cuxk2DjYIGzuK04Ipmkhe6tzsXORk5KKhnlKCZfD0c+d02/SEDPiH+GHMuHBuQL/+u78RvTMBBfFlULa0QSaXMbG2drPAovvmwM3LGY0N9L1Mjr6SVzvqSAwcXO2wd/VhVORXczuZupJGrhciESNS3qU2L1TfKqnyUnpwS0MLC7W0NrbBLsAK9eWNvB5HUEnUQ24ApxAb7lVJM86THz/Qa/VJMg6phURuRi6STqchL6kArc1tKMupRFlKJRqrmrVST1VywJKBJPXdpOOXjv2Snfm6NAj1+pZqOsfoLmfHhq0CN7+1nHtEbvxxG1KOZ8Al0BGTFo2Fo4sDi2pt+3Evi2k98dF9CAwKHJhzG0JOr+gzsdjxx0HkxRdi2b1zsWzFoot9WJc86D1A8zRloUQeiuLa+/zEUlQX1UOpNICJjQnu/M8VWLBkHi41UJ9YUjSn9yUR0uyMHLx5wyeozqntXFmdhQNo7qe+xnLY+ljisntmYsbCqZw5UVdNPbM7wsrOEr4jvGFqZopRYaMG5uQEhjSEfT58IEhpDyEG/fAEEdENv23Eju/2AW1AWVYlrFwskHm0AC5h9nAJdkTYzGDMXTYLR/YcQ31tA8InhSI5NhVRe2ORsDcN9RWN3Ptt2i0RMLEwQW1FHSYuGIfQMSEcHSUySfv5e+0m7F1zCAlbM7iX4zWvL8Gy6xbxuMrMyOSIpqOTA9fg0Ev/q3e+w75vjkNhoUDAFC9cdv0sbPlhFwqSShA0VUV8T/wei/oyIn4yrk2Tmxri2XX3Yta8mZpG6fHRCTi55zRMzIxh7WAFucII5pZm+Puj7cg4nIfWxlbuSUdptfa+Nph53STYOdkiYKQ/WlpaWeiCDAT6nTzdxYUlKMwp4lpSDz93OLk6oqG+AYZyOavfurq7MNk+eSQSRzadgIWtGZy9HGHvYo/JMydy2teFpBvSlEVR4Kz0LCScSUL0gURknspFY0UjRsz3Q3N9M3zHeCFufxLqKxvhNcaNI7p2bjYYOSEIUQdjOYWyuqyWhZ7yY0vQUNnIEV8iuTQOhvW02MOIqSaaoTEwVZ+5jLbFY5/cwYInX/73exz6PgqBszxQmFgKc3tTTLkqAkuvXcT9Jg/vOIY7H7tNRJa6AI0zSZlbRI/65/rSXErYtW0fXNycsHn1bjTVN8POheZCOeRyQ+SlFLDjrjS7AkUp5ezgIuE2IxMDWDqbwsHXFq4jnDH5svEYP3nssEiXprKI3Jxc1FTXIiU2lfvU5qXnY+qCyXB1c0FNTS2a1eQzOyUXeakFaG5sRtyuFNQU1fH1aayk69SzuZLeTaRxAKWMsyok56A+KOOFHJyUkXHrm1fD3Moc02ZN7XFmzWAFleeUl5Uj8sgZTmkOGxfKzmZKaybV/dqaWo7Ee3p5Dkiv4OEEYZ8PHwhS2kOIQT+81XKpVQr1jivML4KjswMij5yGb5APDAwNsXX1DhYBmr9qJkaPD8Pfv2xG4pFUrgvLPVmk8RLTy5RVaJUq9UFTO2NMWTUGtz25CtVV1bCxtcGxAydwYN0RnFqdwB5kGx9L2HlZcWuWptoWJoavrX+e0yLJaIiKjEZiVDKSTqRBYSLnesnS7Co0VDfCwdsGpVmVKIxR9QMlWHmY4eb/Xsm1rTFnYuHq4YKmpmbU1dRi+5o9WPXYdfD09GADmDzfH738Ofa8f1xjWBjbGMFzrDOmrByPaZdN1hjK1IqCCDONfXoWcrJykZeVj+ryaqSezYCZlSlaW9pQW1mnOZawaSPh5u0KFzdn9rAbKRScNnw+PQe7A01hdC4UXaZURjpmIr70N73wqc8hQSJGtL4UQSVCQM80RWGT41NQWVaFI3+fQPz2NE5VHlaz4znJKP+i+YfbQHT4CtUEm8PGwwImFsYoSChFVV4d99BUbUYGaw9TTL1pLB5+8T6OCFpaWvb5PRcQ6I7kk8r4qaNnkHgqGfH7U9HS3IKC2ApuW0R9lWm4GxgZssK4lYspp5naulvB2tESHoGu8A7yhKOzPauW05xH88pQc6zQ+4Pm3ezMbHZ4kuOQNAiK80uQciYdNWW1SNqTgbpSVVYLlYyr3l2GMLNTpYQTOSdnJxFImgo504ScducpbtcbsB6DkSFcI+xx3zu3YuKUCRiq2LtzHz5/5CcuMyEiT+dGJTCBs7wwfvEY7Pz2APJOF/OYdAm1h3uIi7qEXwbPYDeMmTIaI0YGsTOE7BWaU+m9JpnvQ21s9jWEfT58IEhpDyEG/aUJeqmTh5PqOom4/P7teiQfT+OXcubJPG5YTy91O38rjJwZgJidiWiua4WpjTHqqxphbKGAqZUx8qJKuMebAQsfGaCxuhn1pY1cn0mqsgozORQWRrjm30tYHGbn5t3Y8vVuTFw2Bjfcea2612ADv4iIbJHXeOu6Hfj9/zajvqxd0Md7iitue/E62DnYIjM1C8d2ROLIj1ForFKtY+lqinn3TsU9T93BY/rpy19E5uH8DuRLYWkEU1sFmmpa+MVHEUQ6JxtPS9SV16M8vZr7l9J10GlZqbUd8naTEeM8yg7z756BVXdfPySiQXS/1/24Ads/2Y/yNNV5Dlmcj8iRzuedLFP3iZGx1aSOKiupT6kMo5b5w9LBHFXFNXjy/Qfx8/u/wcbJCtMWToant6eYOwX6BfGxCdy+5MSe00g7lYXSzCqUJFdC2dyqIlBEQg1ksHAzx6iF/vAf443AUD94+nhyb1dymgzVSJwkxEfzFkU9czNzcejvY0g+nIHmhlZUZtWorgH916ZqLUYY1JYf+cPofrmYYsI1YXjstQeHbHSasqS+eOtrbH5rHxormjTXnd799G6hcUnLaDqFgQxtzaoIPelWNNY083v3ng9XYcbc6TxOP371c9RU1KGxrhGl2eUwlBtg2sqJqKuph6m5CfcxDw4dARcXF1wqEPb58IEgpT2EGPTDE+RVJ7JHoKgOkb5zCQsRUaUXTUF+AQsYURRUbiTHzr/2ID+tENHbEtBQ1cyElV401E80YIo3vILd4eHvBp8Ab7S1KVGYVwgHZwfkZ+fDw8cDFpbmGhEIEkuithJkMEmRPn1QfWkF95BrB0V7KUpIKcD5+flIjE3Gzl/2MYnIOJnLSrnuo53w6g//4u2ePHYS3/17DZrqmtloqcitYpJt7WGOETP9ELMtCTWFqutDUQY2aijKaEgvz/apwznEDm2tSpSmVfByIt4mNsYwlMswddU4zFw2DeERo4cEKZWQm5uLzb9ux7YP9qEqu2Pd1PBoCXM+90Pdkkfvq0RK3cY4wsrZHCsfXQZrW2uOztjY2cDYWAFnF+dLpi1MX6ScCgGjnoHm451b92Ltu9uRd7IQrXVUa09zlCErn1u6msDY0gi+Ezxx/cNXshLsUJqHusOZyCgc3nYM1WU1OLUuBjUF9exApFTkizpfaZoc92BVmYzr/eUmhjBzMIFbqCMCJvjAP8wHQaGB8PXzHbIOAwlkY6QkpWDH2j3IjMlFZX41Ftw9kyPY9E518XKGpbUFC/jFnohH4Gh/rs23tLaChYU5lwFJY5ZsFrJVykrLkJqYhtjjCciOy1OV04x0hYm5CeZeMYv7FF8qEPb58IEgpT2EGPTDB0cPHcOfH21k9VaqPyzNqGBDkKKXptYKuI1ygs9oT3gHe8LRlWo+DBEXmcgvA99gbwSFBMLJyUknZYZIKinnJsel8IuFDH5vf0/Y2tvC1ta2S2LZVyAjliKo9LKiFzjVqkgvsaKiIiYD+XkFfA5lJeXsnfXw9oC9vZ0qEtqq6jtKZLiivBJu7q78nazMLH5xEqieVGqsTh5b6p+qghIuri7ssa+sqOTlVBtD6cq0TSL5QzV9k85p7459+P2djUjbkzt0ak171ae0wwcd/tQY8erzVwdLYaiQwXW0A+rKG1Bf2QRbb2uMXRKM8qJqTF0yDpNnTISFhcUln17WWwM2NSUNIcOIPPUHaC6KORuL1Z9sQsymdDRX1qG1oUkVtVcYwC7QFksfmY2pcyfy/DRUI23dITMzC5GHT+On59arBYcGYH7SiJ6pmed57pMioSZ2Ck4VnnvXVIybOQbuXu6oqqzG+q//RmZ0HizszXDr8zfwszBc0B9OJ+m+X6rzhbDPhw9E4yiBSw5hY0Jx0Pcodn9wFM11ErFSoTq3DkVxFTizNolrPsm4IeVYIqwESke1cDFD4CxvzLthJsZPGcukk0gXqcn2VlFW27jIzcpFbXUdSvJLMG76WAQE+ndqzJM65I4Nu5EWncERV88gN5zaFo3ChFJOB/Kb4o6rH7oc4yeN5/XjziZg6/e7Ebc1lb2pLQ3knW2DwlwOS1czPk+Ca7ATbv3nDQgMCtAILdg72CM5IRlJ0amoLKlCUVYJHNzt4OTpgIgp4QgIDOAXLAkq5WTmMokjmJia8M/ODXvg6e/OUTMra0sU5BVyNNfd0w329vaD3gNO99UvyBdjLgtBfnQp6oo7V4wcVOipYdKZZCZHQCmXTLs9jIyFsChS7hJiw5/lRhYDbTLIDA1QX9PKEXhLZ3MEz/DGbY+tYsPgUjWQLhTkDBoVGnKxD2PQguaYHVv24NDmSMRuy0Adie40keBOK2dmWLiaY87dk3DdPSu5n2Z/gsgAHU9fzmNkYJNzUB+UdUCqwOT0pPcEORYTT6dwlKy5VlVmMSCQPFI9DYVKkIH7GNN7x9bHGlOvGYd5y2fzO2HL9zuRdnYDDA0N4BPmiYjZ4QifEYr4E0nsDCXNAHK4kj5CXnae5lwdnBxgaWWh2rxMxrWWXfUB13ZmJCYkIf5MAkoLyjH/ytlwcnbidx5pEEhOWtpef/RWpe1qE1I6tzVf/o6suBw0N7Xw+3X6sslsp5zrXLS3KSAwHCBIqcAlBXrhHNpzGCd+P4vmel1Cqg8ieG0U9YRaxIXqQY1VLVCqi2uw6YvtSDmbBrnCEGX5FVhx1+WcMiNFHbVfFNoRRgmRJ0+zeqy1nSXSYjKRcioTybsy0dKkxLElZ/DKD89rvH70fUrXJYM17mw84o4mIWZrCqpyajVxLSKXTqH2sHGxRllJBb/sKEq185e9OP1rvEqgQstwqafoalkjjMzlmHrHGNzy5I3w8vLkzyj199fP/sDR386gIqNaJYRBBrOtMS57dBo8/T2wb/MhfH92NUqyylGaXonq3FqNAAZdp/mPTUV6ZBZ+O7GJjSaun61pYZJvYm0Ez/GuWHrPfMxZOHvQqg3SPbSzt8PVd65g5cnj686iMKZscCv0dnZcPTVaiICyCowUGVXVOdl6m8Pa3RJWDmZsXFo4mnFNqbmdKasrj587Bq0tLZxyRh5rAYH+StU9eyYaaTEZSNiRgprsah7vJMpFdfnjrg/BzU9dCz9/v37NzqBnn47jtw/Xo6aklmv6Lr92SYdoLM3BNLedKypGWS40t9N2v3jjWxz45mSHdaSe0Kr9SwsH8Tyk9V7ymOAEKxdLTLtyAmwcrNlhmZOeh2/f+BmFqSWoLqpFRWY1i/2dQAw7u1TtZAxQUVyNtGNZqMqr5RIRugbSKZOaL5XJ0Lxl7WmB2167llXvSfnb2dWZHZ/0LqZ3Mo0Heo+SUNDrN72PopgyvnZ//2c3LF3MYGxuBEd/OxYTpOMxsTTGhMvDMe+KOXBxce6XdHraf3pqBuRGhjCUG6KhphFxe5ORdCQNM66fhJvvu7HP9ykgMJgh0nd7CJEeMDxwaP9hfP74jyg4U9KjrCOFhRxOI23hFe7OfxdnlqKmtJ5V9Boqmrh3JxkGZs4muOG1y7nv58Ffj8Pa2QKO3g4YNXkE5iyajYN7DmPDx9vgE+6OKYsnIXxsGFZ/sRZrn92iIQwmVgo01bVg7sOTcOczN/MLVUJyUjJeue5/MLZUYN5tUzk99tSuaJz8mcimKr2Wajjt/a1gYqmAwtwYs6+fjCUrFuLtZz/AwS+ieD27AEs4+tnA3NYMxWllMDCSYcl983D51Us1RhwR0ldvfxtJO7J0nOFWHuZ49Ls7OX35mWX/RllqJZqqSUikTVUXpHdByRiZds9Y+IV54eSWKN6Wk58Dr0etF0oyymHhYIZl91+GaXOmsJd7sKZ5ktF47NAJ7P3jIIv4xG1K41Y6Qwba/Ue7W4kFRgxJFUZnMRmHcx8ch5Kccpxdn8bPjo2nGfwmuWLp7fMxffa0fj4BgUsdCfGJWPPRepxaE8vCbdK8R9Onz3Q3XP3UUsxbPLffSwVI2fe3L/9ExtlslOVUwNrFEnJjOdwDXeAZ5I6xU8bA28eb1z11PBJGCiNuIXbZ5XN1nIxEWOlYiwqL8PN7a7H4pvkYP2kcTp86gxfmvcnKt8MBCks5nIJtUZRQjtYmVbovzR9EssmZ0KUJqn4vUoYGi+qd44VNq9O+jMyMeHwQ0XQNcYCNqzWKMkrh4u+AorRSWDqaI/rvZFbB7XQjrDokOecA/1nuuOLhRVi0fAH6EpIKPNmW63/6G3bOtvDy9+SxwedtaMjk3dnFif+mEiCK3A7Wd+TFhLDPhw9EpFTgkgBN/hvWbsS6t7eck5DSu0huLuc+pQvumoUFV8zD+89/iuM/RjMR6ey7zTXN+OW5DZzm20pElbeTjD3Gx7B/xVHuo0lKrknbMrH7w2MYd/0oPPqf+3D415PIPUXHo0R9eSNHn3LiCjp43Ens4fkfH8L2tXtwfOMZlOdVoSSxQstlLmOSnHuqWFXtYyCDnbsVll+zFI+//iDSjj+HnJPF7GUOnz8Ktz64StMWRTtFiVQc//fUp0jemd0hO6u2uIFFFSZMGQ/fcR7q3p41muurDyIyrn5O3CTd2skS4bNDkXAyGUd/iGJVX0KFVRW+eWwNvpP/inErQnHPP+7gcx9sgjh0TBETwnFy12lEb0xEW5MqvUsml0HZA4PpoqC3KV1cIkaKymQsquUgeZmqDcShH6MwdVUYxqzwg6W9BTJj8mFobMS9aQUE+guUHkt1tmlJGTizLp7nHagNdxgaImC+J1758dl+T9UlUKnCG/f/D9HrkrXaohTw/0/LEpjErHq/Grc+oCKl4yaOZRL79l2fwszCFIuvWMhzRXZWNj567iuUZlUgeLofR8pS49JgbmkOWzsbrHh5ARJPpKGhqgEpe7LQUt/5e2cooKm6BTknijv9TNVopguoT5h7R3fzufafRDQlslmWWsU/EpKR1et5k9KNi1Mq+jw9lkT0fv7gN2SezWVRqpwzhWgob2ZhLu0XLynYkwo+wcbDEsaWxnANckLQWD8eTxJIaHHyzEkscCggMJQhSGkvQUa7lGoj8viHFpzdnTDlmrFI8EhFflyRTrsP7VtJ9XO3vn8VVqy6gmX233rsfcTvTGcCgkat0jut9yKRLIlo6dQbNbQicnW81sZl3ALm1G9xODDvEJY/tgBf3fer5rv0ncTtGfj67e9x2+M3cfSQQMQxJDSEf8iTSsZRVORZ7Fq7H0e+j9LUvNILjNRvrTzNMevKKexVTUpIRmNtE1zH2GHGjROw+JrLuqyVIU9jUUpppySLCHnMvkScnRmNuoo6TrWil2ZXEUPaxv4fj3GNLr14Y7Ymc+1hQ3l7C5v60ib+oWt66PvTSDjwL4ycFYBFN8xHSOhIPh4p/e1ip/jS+RSmFTM5p6tD7QoCZngicWcmWhpbOEV56BJSqg9VpcFpogXkkW9tpT4STFTri5qx+/0THF2nWmSPcGfMuWoKxk6K6K+zEBDAdx//gl1fHUN1XhWaqMcoOU6kD9vaYCBT9rj27kJTh//86S/EbVa1BNMHvR/CVwbhihuXceSG2koVZBQhbm8K7DysMX3uVPz0xRqc3HyGU0NHTg3AkbxT2PnOEf7+HtlxyE3/5Ahf6KJA1gWwtbfB9t93I/5gMiryalAYXdrrUs4hj4Fk41r7olFmaqPAiucXYuJ0lT6DPqKjolGYV4Tpc6bpOFLJkULjhaBdp0r/ZmZkwcnZESPGBWDvx8d1dC1aGvTeIQ2tmpTtyqxanpvJsb3f8KTOGCTti0dWKzFl1iQu2RnsWg0CAkM2ffeNN97An3/+iYSEBI5WTJ06Ff/9738xYsQIzTrkRX3yySexZs0aJo0LFy7EJ598AmdnZ806WVlZuP/++7Fnzx5+aG+99Vbedk8L2aX0gOvH3gnDVjmcAuwwcckYXH7d0gF5IV4oqI4iJSEVdo528PL2ZCOf0kMuxVQQGvJEdn759Fds+s9ern90CrLF+OXhqC6rRkC4HxYsn8/3lcYTifgkxSXj9P5olOaWcdpRdUkt0g/ndp4C1BW0FEzJoaGwkrNntL6ksYOdQT1LX9j8CCZPm9TtJomg7tu5H39/sZ1TyG56+hqYmZty+w3qbbpxzVac2BjFyrHkxaeeZi6jHTBxRTjueOzmDnUyJLDx2oNvozynEjWltRy9pYgntURhj7VarMJ7kiscfe0Ruz0FFenV6CtQ43ZLNzPYuFti5MxAnPwzCq2tSk65mnL1WFx359UX7XkjI+PHT35BSW4ZXwevEe4IHjMCR3ccR9zBZKTuz2EDQ+oDOHjTdLWgTlWjqKiqQ4zqd11vvRy+05y5dqswvhSVWXVssJEhFLLYh1PBH/j3HQPWF4+MOxI9EbWruhkK9LzT3/R+kz4j45jm+KGqfk1ISkxG3Jl4RO6OQX58IVqbW5FzskjznNH8NPPB8bjnH7ex6nhfguZXSqc9eywGJzZEIeNoPmfF6IPmc5+ZrnjgnTvYmfbdBz9i/cs71RFOJVzC7XH/B7eyyNuu3/ch7VQ2akvr0FjdhIoMdR9Rne0BhiaG3CbFd4o7xi8NR/S+eET9ntQpIRboH9B9sHAzw8JHZuC6u6/WiUSS2v5zi/8PVTl18JzojLC5wVCYGPGYObszntu+0ONp6WTOTsuGqibITeXsvHQOtoeplQnOrI3nvuYXfqBUvqOAvb81KxYHTPSBrbMNwieHYfSYsC7tPBqbEnkmDNX0YJG+O3ww6EnpokWLcP3112PChAn8gv3HP/6BmJgYxMXFaYxTIpubNm3Cd999xwPzoYce4gfr0KFDGiNmzJgxbDS99dZbXDN3yy234O6778brr7/eq0H/j3tehqefG+xd7WDvbIeps6YMqlTDvLw8ZGfkaIyVqopqJEYm48D3J9jTRkb/iMt8UFNah/DLRmL0lFHITc9DQ30T3H1dMXXWZK5duBSiwDSeUpJTYWZuBicnx27v466tu7HmtfUoSipnbyYbG8TRDKn2BCwWROS2pa6FI6FkMPXaeNC65kZmcky5LRw3Pno1XN1c2fPZnfezM0n4P39Zj89vX6M6Fr3H3NzZDE/+fBemzJjcwTEjEd0t3+2GmbUJ7FxtkHg4FUnbe5j+1AUoqtrT/nkagqSuPyJBi+CFfmhtasHlDyyEqZkJLKws4eTiyGl7A+0ZTktNw9mTsWiorYezpzOcXR1RmF+MqIPROLMlHgXRpQNfc3q+z6y6foqj/1K0VO3VNzA0YAfJTW9fjqtvXoHY6Di8svJ9dlIQzJ1N0VzbjJe3PMb1cP0NqsOrrq5h50lgYAAuNdC7rLCwiHsjk+poXnY+8nMKEXUgFkYmCviO8oSBTIYJ08diz6b9OPLnaYQvHAVXTwe4eDrDL9CXex4OxUgKqY5nZWRzS6sfX16HstRyrh2k/rhtrYC1pzkiLg/BzCumYcLkcX2inErv0zcf+pAF6KSIVZeQgftsPrn6XkyZMQlrvl6L31/agrriBpVInsKA53VakeZYE2sFvMe7In5repdZFiQON/vBibCyt0RmbA5O/5pwcZ1elyjoPe84whoTVoYjZGIw3L1c8fHT3yBZT3dB6rl60aPZ6leBuaMJlj4zByHjg/ldmp6QiZbmFuSmFKC2oo4zqIrTyzWKyvbetjC1Moa9ux18QjwxZtJoLh0a7ERVkNLhg0FPSvVRXFzMPSL37duHmTNn8iAk7+gvv/yCq6++mtehqOrIkSNx5MgRTJ48GVu2bMGyZcv4BSNFTz/77DM8++yzvL2epAUOxkFPUTwiVWRgpCelI3LPWUSui0V1ntS2QsktQ7pS6KOJ1sDIkNM9acIysTVC8AI/BI33Y49fZnwu7F1tuA0Iedp9w7wQEOoHByd72Nqp2qCQkUSeebqG2s2dpXrF/p7MpH0RwaTjIUOEPH+/ffcH17otWnmZTgSH1qOf3joSOHWzsBBnT0ajtLCMZflpcqdajpaWVtg52XKNR0VpJVpb2lBWWI5jf55GdV4tqnLrer4jvVYcZo7GnM5l7WaJ6SsncGTO09uDx+C5DMsDew7ijSs+ZdLQcTcyFnEad0Molt++kGuftEFG/5Y/t+Hs/jhkRxewaJGlgznSDuegvpRqX1WiOF2OLQMZ/zAhJg+siSEC5njwtSlKKEVdaeN5pbuSkUZEica2wtIIjgG2mHXzFIRPCoWvv68mStSfyM7OwZHdx7Dr+4PcgqK6uJZTmcn7Tc3LM6PykHYgBy3nUHceEELa2XLt+0WElJ5RWo/mClLdpc+JkCrkiLgmCN6j3OHoasdjnNrjlBSV4PjuSOQmFSBkahCKc0sxfclkjJugO4YEzg80p1L2D0U+KZOBni9ywGakZzIJPbT5OPKTirg9FWU0lKVWQ25ljLn3TMTZbXEoTa9C6EI/RP4ex3O7+1gnZJ8ohJGJHAorBYJme2PW1VMwbbZKXGyogeZ8uj5UWlGYX8RiMHU1teyApZYa9k52GDshgueoHZt3o7a6FnMXzzqvyDpde8oyemTqP1CRqaqf7w40Jz35292Yu3AOO7/fffwjnPkt6TzPVDVPy80NMWK+D+w9bHD0pyg0VlwCNdxSCcEgBL2DKGtEWwV4UIP0mgzVthk5NHrhFDa1N8b028fhidce7vNsC3q26FnW71RwPhiM9rnAJVJTSoOOQN5ewqlTp5iEzJ8/X7NOcHAwvLy8NKSU/g0LC9NJ56UUX4qwxsbGIiIiolPCRz/ag34wGS1nIqPw3b9XI3V/Hk84TUQ8OomIdQciDK2t7YYzkY0zaxL4hyYkiVhK2zwgi2Qia2RmAGMLIxgoDFnwxcrNHI5+qlYkhNKcMk5vNTIxQticYIRPDYVvgA9PGlK6KIvE9HAiovsgfY8IJf2dmpyG6BOxSDiWDAO5IUzMFJiyZIJK6TA6FRvf2sVpNYd/O4nXfv8XOy7ouv3169+I2huLZ/73GBMY8r7n5+Zr9mXvaM/r6k/AdKxEbiNbzmD3D4dRmlbBkdKGisYOnmt6aVF7gvpyUog8/7cWXfa6YhITakFpShVqSurwR/FWWDiZYd7t03DTvTforE/X5sCeQ7Cxs0ZYeCicXJ0QssgH6cfzUFvUwOu0NbWpOswpVUSR0nnr6+r5udI22sgIvvrmq/iHDEC+Tjn5MFIoEBcZj/LiSrS1tiHhENVL2cDcxgwNtY2I25kMex8beI12h5mlKSxtLdi5kRdfCCtHC1x+1yJ4+3nhz2834NgfZ1CSWN6r9KXWxja0EhNWnwMRwm2f7sXGd3bBOcgOz3z2KNzdVUrJ/YWYyFh899DvfN/JCHUf4wjfCC801jfB3NqMn4WK3CoUxVe0C7L0N6Q03I6WRcd11T3vVYpY6s9pnLKTQTWHsEOhpQVx21Jx9q9kfs7JoDG2ksPS2RSO/vYInTUCPiO8sfLmK/ulXcKlBhY7q6/H2h/W4+BvpzBymi8c3GyRk1IIB3dbpJ7OQs7ZfJSnVakE19rav2esVGLHewc0DqOj35zVzN+Zh/L53loFmMF3oid8Qj3h6GyPwoJCFOQXIPJwFILCAhAUHDgkSlHIiKVsHvrp7lmn+T4jKRupkZnY/uMRBE30wrwrpqO2po5rNUnVVHKaSsqm+u8ksi3++PZv1Jap6t47vF6lZ0x9MxTmRvAP9ufvffDcZ4j6PfnCFVpblEg/movY4lR2Ag5VMtcrDOJz4HdQ4wDN630BVjpW9v7yK5WciWDjZMUZKvSMSI5wGt+ka0HPGIHsJfpcgvRcccubtHTs+Xs/inNKERDui2XXLOHt/PHTOuz89gBsPWxg7WgBU0sTBIz25RT3mqpaWNlawtXDBRVlFbCxs4HCWAF3D3cOKAz2yK3AJRIpJa/K8uXLuV/jwYMHeRlFSG+//XYdAkmYOHEi5syZw/Wn99xzDzIzM7Ft2zbN5+SFphfw5s2bsXjx4g77evnll/Hvf/+7w/LB4ImJORuDl5a9g+o8VQ2RCoMgZaQTsKq6kQGni1o4mnJ9BR0opYXae9ph+W1LuMZVMobofGgCJJn8/VsOoyS3FBlncjB+6Wg4utljz+rD3MqkLK2Ke14GLvBGY00jCmNLmSSRMc2iQWxcqyJ2rmPsMe368fAM9MDXj67mz1e9fSVMzIyxZ/UhFhaSQEJBATN9MPWK8RgRFgS53BCWlCbqpDJgKIJ4cPchbP9+L/LiijmVl5wCRNapvpRFcHpBRDliaWmEEQt8kHUyH7UlDaoIGymeMjkAHEbYwHOMC7xC3DFr2TTYOdgxodYehzSeP3zpMxz4+hQ3IB+5yA/ugc6YumgSPH08kZ6SgcryKnzz1K8oS61RGbKWcnhNdIHC1Ij7o01ZMRa+wT6YOXc6RyEoitJZChx99193vILTvyewcUypy5SKRvCb4om7/30LX3tXNxe+Zru37IV3gBdGhYXgr183InxiKLy8vbDht00oyCxEZkwOsk7loyylqtcqtjS+qAbVNcyJ54dFd87BZcvmdVAv7ktkZmQiMTYZcccTkH4mG1UFNXAKtMfMqyZj1oKZ+OOHv7Dpvb0oJ+VHiTkMFHQUu9QGM/+nT1jV/5Mi3tyjgS2R9hXUX+GMBzlF7U3gGGiLyVeEY+z0MRg5KnhIpoEOFpBhR2OWskx2bt2DfeuPoqmmEdEb0tDa0AyFhSHXnNP8WUd15y1UL6A87/RNqcWF3ET1TFPaK9VjNtW1wnW0HcYtC8Ps5TNQUlgCF3cXODjas7FJc3N/32dyfG39awfSYjPhEeCGcVPHwD/A74K3SySfzrusrBy7Nu7D3+/uRXVWFQyMDWBmZ6x5DGw8reASYI+Rk4Mwe8kMdnqTo4XsijXf/AFjYyPEH0vCkW+iur3+Fi5m+OjE6/y++Oj/PseW1/fzckrdpWdIqZSp5/fB31+03zBciPOlAKpVtVZwvapzsAPs3K1RVVSN2rJ6LgHjlnjkjDGTw8bDSvWuMDSA+0hnyBVylBdUIn5nGpwC7bDkvrmwdbDlkiF6rnZv2YMv7l/Nmhq8K3oYpf7YbUp1Jp8BP2/0O7UGsvOzgqWzBSsQO3k5IHC0PwJH+rM9ZGtrOyjsc4FLKFL64IMPcj2pREj7E88//zyeeOIJnUipp6cnEhOS+GUpRWr7u24tPbmdMDXUNyLmcBxO/hGL6tzaIfFSo0NsbWpDVXYN/wBa0vAy4MAXJ2EfaIPAqT4sc27raIvC7CJsfG83ypIrVQRPBqTtzeG6IY7gqr1zhGQ1oezqUtD38yJLsPb0VjbASKSINvjt/Wv5uPT7pFXX1+PMr/E481sC19/K1JOy53hX+Ed4wdbFFq5ezph8xXhUTquEwkQBnxFeCB0zimvdXlj5BgpOt7ec0fe8k0IjRVIdAm1g62EF10AnBEb4wX+kH2JOxsHEzARNDU2I3HEWDTVNKM+uQnN9C7JOF/DkXDqpHKGjQ3W2uXfnfu6fmXwwgyOhTQ0tiFydgNOGiYjZl4znvnwEk6ZOxMljp+AZ7gJrtxqk7c1DY2WTqiZGIh4GMsy/Yg62/LUNq19ZDxtKGb56UqdN4Vfct5R7jabtVYk9seCTTIbo4lQ8s/9VhC4OxLPvPcYGLfVAJaNz/Zq/eR8enh5s7Lr7uGLy7AloqG9Aa2sbvnrlR2Qcz0VlRjUrv6rqT8/Rm44cAnIDzFk1FWHjQ9nQl7y3/QXqQUg/M+ZOY28xGexE3olcULQ65mASKjNJKVFHL+iiRUw1hFRq+cLrqRw2rLDL3yHL2YCVTVUfUlov2HFBY3XOzZMxac54Pu+LrYI8lEHjg4R7zp6KR2pCHsZOGQEXNycUZBUi72wBO9daalXq1I2VqrZDhPOe67UIAG+jFZp0fu0k0Oyjhcg5XoQtb+7jenm5GTmajCAzNICdtxWCpvhizIwwVlomsZeeZrlIZRXnWj/y+Gl89+Q6bkVkF5gBS1tL+Ph662Ss0LNdVFSM5PgUPq8Jk8d2GtmlZzI/Lx+52flIjEqBb7AXps2agqtWXY7aihqs+9cOtDQ0o4lay6ivEUWf0/fl4PiPMVjruBk2XpbwHuOO0dNHImJKGDvUaq+uxddO3yNqWwJyTxV1/mzLgIK8Qq5zX37LYgRF+KM4r0SdmSBD8slUGJspOLsnfncyiuMqh8R7vM+hPzdejLlS4NxQUjZYE/9UqtPXuxqupLIvIX5zus5n9aUN+Dl7HRwD7LjkycXNGabmprBwMtWQUt6ulsOHMgTaWtrf5TQv5Z8pRT5Kkbw9k5fRu59SjKfeFt635y1w0TBkIqUkXvTXX39h//798PX11SzfvXs35s2bx5EdbWU0b29vPPbYY3j88cfx4osvYsOGDThz5ozm8/T0dPj5+SEyMrLT9N2uctYvs1gJt5FOmHPbVMxcNI0N7P7wItML+NUH38SRb6N0J2u18MuwBAduJIXaQepJ1jpGKc3RzN4YPpPdcdcrN6GpqRm7/9jHtU0S4XXxdUJjXSNcvJ25Ls/ZzZlTUjZ+vZUjlJUFNVxr6ehnh6rCaiy5dz5mXjadI5UUAZUMO0qP6SxthaItFBE4feIMzhyMxr5vjsNphB3s3KwRMM4PS65ZwCnJlIIbcyYWv7y+Dqm7s9Xn024sWrmb4Zk1D+DzJ39EzokiXmZsTSI3V+C626/RZCNQpPDllW+hJLFSt6ZUJoOVuzncRjthzGUjccPd12pSemid6KgYBIeM0CE1RUVFyMnKhbunG7as3Q5LGwuc3hPDAgzJ+zJRX9KgyoDtYixQXSw5NXzHucPayQojJ4zA5JkT2Ws6EKB556ePf8XZHQlwDXKAk7cDtn94mI/7oj6oOhFTdb9RkIPFiPvoUmseqiWlFHxLVxOOyJnbGbOislugEwyN5AgeEwC/IB9Wcu7PyPOlAJrPS0vLUFFeie8/+AtVeRVoqm1CU0Mr6krq2WFWkVqJNlLCVNf0DiZwQN1QBhsfS4xaEIgZyycjNGIUO2e7qzXLyclFfHQi8tLzkXg8hfsW2zjbYNbi6fD09NDMpeRIonnF2MQEtrY2PN5ovjp+6BSqK6pRWVIFU0tT/P3ubtSVt+L+z6/FuMljUFxYjE0/7UBprsogNrEwhlxhiJOkalpN5F6GRc9Oh7ufC9a/sw2V2TVopLKKHlxfKbKssFAgcK4nZl07BaPHh+LtBz9Byo6szmvp1ZkvE1aF4em3HkFqcipeWfE/1BTUcQolORbNnYwx8+5JmLxgPN5e9bnaWSsgMPzBPeDN5JxdJinV98VU5xRhjV8ivxaR0mGAQU9K6fAefvhhrFu3Dnv37kVgYKDO55LQ0erVq7Fy5UpelpiYyHWl+kJHJDxAaTWEL774Ak8//TQbxT2ph5JI6WxcAbnMSEVGnEzgFGCLgMnemHXldLh5usHFxblPSCoRDRZU2XUUsYcTEbc9BdX59UJ5b5DBMcQGd7x1PXv/PH08OJJE6cdEHumHyCKN4ZTENMSfSsSspdM4KmhhaY5dG/YiLSoT5XmVqMirRlEstZtRcsqK/2wPXHbrTOSm5bOBOvuKmXBzb1fhpZYYUkRQqvt95ba3kLI7m7dBUV5bH0vc+MqVcHJ1wKbvd6AivwppB3O4T6iys4iaTAZjGyM0VjWrUmZkMky/fyzufO4mrt16/+WPWTirILUIkWviO/Vsk7rkXV9ch2VXL+kQUaPx7OzspFl+cO8hfPrQd6gpqmePJ6WGXvnYIuz/4yjCZgTDL8QXv7+/AbEbUlUCDfrQn7rU6pejLw9CxNwwjjrTfQmNCOF64L6uQyFnwdfvfY9Dv0aiKK4crfo95i7W1NpJVIqWmDoYY+zKEMy6ahorblOat7W9NcZOHsN1Ol3V1QlcGEhMLzU5A0plGzy83NkhdfrIWUTvS0RteR1S9+er1bpbVTXIg/uVrNIDMFSlzftM8oDvGC/MWjoV/oH+nTovaJ568e7XcPy7aCa2RPJcRjvi0Q/u5Np3As1H5ICjGtf4s4k4vPEUkvdnoia/Dq2NLTyASVympYGcKYCluxlaSaCPRNkKVHNsB6hramEog1xhoGnPcp4nzSm4Fs4mqCTl6c5qS9Xbprn3xW2PYcr0yZwh8v6Ln2Dn26pepBLCrxkBE3MFojcmo44cWH0FkRorcAlCkNLhg0FPSh944AGuG6UoqXZvUiKI0guQBIuoNpRawtCAJBJLOHz4sE5LGDc3N7z55puspnfzzTfjrrvu6nVLGImU6kCd4mnrawknf3vc99rtCOjDdgWSAuDxAyex9rWNKIop65v3Tgfjs4u6VK3+mkMS7Obv5GXdB+dDBJLqUE2sjWHuYKKTh0R9PWtLGzhdrrFa5RW09DCDU5A9JiwZjYqiSiQeSUPq7vYWPjqHzUqoqk1SWw5TO2Ou3SDiV11Yj7bmVlWmpVwGEytjVGZXo7lOnfJKNaPWRnh89V1Mgj+4+Vs0VjR1vC7ngIWzKWbfMxHX3nsVEmKS8MWjP6EksaLLVCsyAo0s5Bi50Bf//PypbiOWbzz5NvZ+eJxb6RiZyhGy2B///PgpDZGnOhGq4X1uxavIOlqgka3vyT0kESdK1aZ6V7p2U1ZF4ObHrue0ur5oFSGl1z+74FVUUp/B/n429O/VufanNebZmHYxxWPfqloADeWelUMR5LyQxhyllv78xa/Y9L/9qM6pgbKV6kRlUKrSAS5OCqNWWfF5fV39zAfO8cbrv7ygI3giaSC8sPgt7u+54pWFmDx3PBydHfn5pnUpmvrxP79CblwRytMqWVxlKDpfab52GeOA5Y/Nx5KrFvGy9b/8jR1f7kPOCa2yFRJWcjTh1mGsQH6hc4dGuGyIv6cFBM4TgpQOHwx6UtqV1/7bb7/Fbbfdxr+TN/LJJ5/kaCmlGJKy7ieffKLTCoSEjoi8UrSV6lBuvfVW/Oc//+mxgdotKdUjKeNvDMGLnz2HdT//xS+M8dPHory0HPnZhRg/bSxcXV3POxpBjbz3bTiInIR8FKWUwdzWFKl7c85P5VX7GLoaBr190fVkmwMJtZIFpSqqDD+t49Juv6KuT7RwMYGJjTFs3K24hULy7qxz96fr7SGp26XY+lkifEkwDn0TydHJTq+5pMQhQWeZ2ojVnIeuUUtjzNzFFE7BtiiML+OIQtcH1fV4pDpQax8L1BbVsxGlPdZU47g9BYfOyzHEFuGLg/HoKw90m4VAqa9xZ+NhbWsFW3tbJoza61O2AKklb/liD9L3qxRENddA+3r0AApLObwnusJvgjerAts4WmH0xFCEhIacdwT11IlIvH71h6jO6af67k7VdCVefo4UT7W6NUWOp9wcjsWrLuMm6gIXB+Rc+fOXv3F2dyyS92airoSUudsGxVxJzqtRSwORsj8T1fl1qvF1HmUilEr/z02PYuqMyewIllo9ZGZm4Ye3V+PwN6fhNNIOc++YisVXL+Dv1NXW4a/vN2HTq/suSKm839FJzaP23GdkboTQ5QF47K372PlNmSy/ff0Hfn16c6d9ogUuMkREeVhBkNLhg0FPSgcLJFI6z+gqGEKukmrvwpvrEGyD2/57Dda9twUZh/I4nYdUyqhnHBGRefdMxdwrZnFT4nNFLUpKSlBRXoHok7HIiM/GjKWTMX7SeJWgytlYbqD+6k3vIi+yuHey370hpF1hqAwdrfMgBTepkTmlnzkF2MHY0hiewa7wHeWNidPHcwT+5JFT2PbTXsRvTUVLYyscR9iw3H/6/rw+i2bQMVCUsKmG6sg6P94LC2WoSCpHXOkdTONVbUi1i6z23DliZGoIz0kuTNblRoZI2JbOtYhu4Y6oLqyFR7gzQmcFY+m1izil/nxBjqUzp6Kw4cutiFqfhEbJKcCGhPq8NKRc9UPnaGytgGOQNYoSylUkX9+IJDU/ucohQJFZxyAbvLTmWXh5eZ7XcVLU68OXP8W2Nw/1rUHdQUGXf9H5p7u6QxpT1OrHLcIR1zyzDPMXz+3z1GVyGGRmZKG+oQG+vt49rjmlFM3Dh04geGQAHBzs+RoOZyOCakmpl/SaTzbg+A9RaK2l3oaDa96kIUbOK1svK4QvHImgiADEHk1ASU4ZMk/loaawDm3Nbfx+oblQX6CG5lSnUXZYcO9Mbg9EhOzo/hPwC/KGta0Nl7Ts3Lwb7133Dat1k+PWwkmVVdJU18xOv962rOg3qOdHSRxM2cHxp04LNpDBLsAKXhGuKE4vR8SSENz++M1ISkjGpu+3I3F/GkqTK9HWJAjpoISIKg8rCFI6fCBIaS9J6Tcff8cvmr9e24368sZOozaczmRuyP0XyViVPKrqD1US9D4WuOr5RZi+YCo8PDw0myAjrbCwCKcOReLM3hhUFFYhdV8WmmqoT2AbJtw0Ch7BbjCzNIGjmwPKiyuw65uDbIhTP8tzosckRNZpewidFMqhMnS0znnUcj+Y25qhvqqBhYCaG1rQ2tIK9xGufIqLr1vA7UooskFtBKoqKiE3MmLD4pNnvkHiFqoNG8Dz7u5+deftPWd6p+Z/PQaRHf9ZHrjr1VVwdHbAwe2HOQJdlFOCK25ZCjc31wtOjSVny2f/+Qrb3z+Ehgo9A14nUqhppsa/GlsZYfx1o3DbszeitKQMf3+zFXlxhcg9XaRqEaTOYqDnkaKmlz0yDVfetozv9flmLVCGxst3v4Gz65PQQs96X4wLbRIq9fKV2rZok3Kul6P+HiqnlrKpCaZ2CjgEWuPqp5fB09cDXj6e/fKCLiwsxA+fr0dNeR2i9hXCzt0EV945GcuWL+Do955dRzBh0mis+WYTjOUyyE0UsHO2QVJCHhobWxG9PgU2jkaw87DAvFVT+HvDMaWYxsO+3QdxeOtJHPzsJJrVqroXFKUhEqhov1a0Kaq3VilVX9jxstK4nQJ+0zwx67opWLpyMZPqkuISfi9VV9Xg7LEYlOaVaxxDzl4O8A7yQkCwP1ISUpESk4bd3xxCYWwF14BSqYHHWEcUxpeiKlu7hdkgA6tNG3KtrOsYByhM5SiMKUFdaef1nvRcGpoYcCYCpRsbWyng4GfNaukV6ZTOP+BnINAbaHo4Dz5RMYHeQ5DS4QNBSntJSg8dOAx3T3e89cBHyI8thb2PBVxHOKEwpQSFcSWoLWlW2Y1aghX0AnMZYwcLOzPIjeXwGeMBzxEeuOrGK3SMMfIwf/GfbxD5dyx7p6nnZZdROR2l2l6mWp3LCO+xF3Fw9kbtDhQtI0hCPqSuSOnW1z12Fdw8XJGSqDKsLrtyLtZ+uQ4n1kfD3N4UpekVqEirHjxGVbf3sBf3Rd9AVpMgnVYUSiVHSSfcGIprH74S37+xBvlxxZh09RiMnxMBcwszFjnRryXrDmTkJicmc89VqjslMkvLqJ40Mz0Le/7cjx3/O8p1ueoD0zqvjifnGGwDt1FOuP/12+Ef4M+RPHpBvXrPW4jZkMpk1G2sA4Km+cLC2hyXXTMXI0OC0RciNl+89h1Oro1FbaGe4Epvx4p271BOOafxSYaygVaNaBscQuzhGmwHWycL2DlboaKwEi1NLbjxkZVwcXXptE1GX4GE4db+sgW1xVUozSpDeWkjSguaYe9jiZsenY+YqFRs/zUJpkatqIzKR2tTK0v2N9ZSfqcR2uQGQHMrZE3NgFwOyyAHBE9wwNxl4zB77vRhJbJUUFCIzX/uxJ8vbkWjvgPzPEBk1CnMHiufWQwbO2tYWlvAyEiOspJyxB6Px86PD6E6r5sU/R6CboFrhCPe2vyyRhiwOyfST5/9ggOrTyDnZJGq5dYgmSJ76wQiBeQRi7yx+M65iDuWgB3vHubIrsAwBTn1BCkdFnAaa4NfTn0lSOkwwJDqUzoY4O3rxUqkb659mQ1oMgBJuZJqaNat3oBvH/qd+1+2kQ2iNiQpwkRCN8/9cDdGBAepe0J2TKcj4Yf7/3k3ah6twYlDp/DxrT90Xc+obplChitJbBPJohdoj+bXzqJP+su7Iqna9ZjSpN7dd3uLzkhSH25fO+XayMIQ3pNcMe+GmVAYK/D36s04vuEMHLxskZ2Yi4R9qSiMUSniXnANSmfG9oVsr5O62PYelXqR+a72JX3WiYiOPvmmSMANj18NExNjxG9L476kR9oisevTIwie7wu/cG8sX7UE9vb254yWkmjXtj93Yv2rO1jN19rDAiYWRqiraOSoQ31FkyqlWbsVDD9KBlByD5qO51OcUMEtaj4z+A63/fN6JsnUUucfnz2JPcv3IeZwAgqSS3DLEzfoZCZcKChN+Yk3HkLiLUn4782fojSpEjI+cJVfqpfeovbf+DYaQEY9Ho3krCDqNsEJEbN8cdUtS+HqqqsmzHPBABA6Ot+rb1jMDoTiohIc3H4Ce1cnICe6Gu88vgHNjTK01dSjvqkJaFJdh/qKFsgURqpUclJMpUtCCuUyGWpyanEqtw4ludUYMzZ0wFr59BfoPpBwT3lZBaKOxWDbF8fQ2qB2rFzAHGJoIseMe8fh7udv4dpr7XtPWR30zJ3ZFtcnpJTGoa2nFdd3U0/VkqJSBIzww9ov/4RHoDtmLZjBDlpW4ZXJuN9gSUoFp/gOXZD6sRLNdc2oKKlEVmzflWkIDFboKdALcjq4ob5XrMJNitx8+1R9yi3sRMuy4QIRKe1lpLQ7TwzVwiXGJ6Gqogond5/Gsd/Pojyjmltz3P7WtZi7cHaP0xtLS0vx6b+/QvqpbNRXNqqircGUVmTE7UPox2+SB8ZdFg4rW0scWHcER76OOr95Vb/OsNPPO2vBoV3v1ofKtjrGdf9GY1l0iFoGmBjyMdt4W6IstQqtjWoV24ulntpb1cXO7lEnbV96vQsZiRyZ44ZXluOK6y7H2u//xDf3rqWAnc7+KJpHNbqOATYYt3Q0bnnwxi5Fjr754Af8/q9taGlogYxFQuRwGmXLqXINlU3wm+aBgoQSlCZSY3np9mvV1WoLxOgfr6GMlbBJUMU5wB4Lb56LmXNn8L2k55McSP0BImlPXf0iCmKL4TXOFUWpZciPKu1dz0ktJwGn5kqElM+7FfOfn4knn7uzz+tDe4ukpBTU1dXzecWdTsSGDw6gstxQpSLb1IS2yioKoamOn46Vzp8yQtR/K1tbVc+dqTFMrQ0x7bqRuHLVQvgH+GGog1K6t23ag1/e3I3KlHK0VdWoBI2ke0ZtX87j0bd0M8fzvz+ECZPHd3gvrf5iLbb+bz+3FukrYki9Np//60GMnRjBLajOnonGRw9+hdL0Su6B7OBrBwtbM/iH+yAvrQCHfohEdW4dhix4elGV3YxeEQyPYFecWB+FwuhS1oMQGKbo7N0pTOLBC5kMnhOdMPXacSjLr4CBoQEmzI+Ah487AgICRKR0GEBESvsQZIRLCpfTZ09D8cPFSE/JQGNDI4JDR/SqbooiTv/64Fmu6SGDl0DpkUQSKGWKemESSSYDlWq8Nnyy7fwP/FyTcHd1i2Q8d1CI1fyvf46nD0HecfppUhtzRbHl/bQjbYLYB5FX9WZ06ixlemxVfW9UEcZ2UaDOQamiMp7knUOs0VTfwmI57qOdcfs/b+RU14qKCuRnFOr0RqX9k73tP9eDv5sbVYStKfvhGeAOWwcbVtUNGqHbW/jGe65F+JRQlBaWoiivBBFTw+Hj660Z13Z2dsjNycXZEzHY9uVeZB4pbE8L1Dv+DvZEqxL1ZY3IPJSP7GMFsLAzx8iwYI4u9RchJdBzGDY7CIETvHF07RmUp1Vd4AbJA2zIZEbZ3ARjOxOMGOk5KNLHg4JU7a7ofpmamaK8tBpb3z8GpZkFWtsMYWBt1U5EW1uhbGgkjx3Q3ASZkQG8xtpj9IIQBIX7IyDYD17enn3Wpudi4mxUDL5+9VekHMhHawuRby3H1nn2H+WsGiMZxl8bCgcne81yytKJPhODr57/CZmHC1TPx4VCIs7KNs5UePemz2HlaoHAaT647sGr8Mof/0BtTS1+evtXHKOeowD24ySGBdj5pWR18cKkYoyaNgLOgfYoOFtysY9MoL+h81yq3oO9ciYKDByoPWJ0CZL90lkb5L4X7+ASA3LOCQwPiEhpH0ZKzwX67t9rNsPD3x3p8RnwH+WL8ZPH9aoWT397VDtXWlKK1R/8jgOfnDr/efRcabLnSj/V1LzxB2JC70/peZ2WMerfpYiURpi2B/vUuqcGckPYB1hh9OIg3PXsLUzguKWI2hFCKtC/ffkneycpQrLvy+OoLWqErb8lJq4Mw21P3sTpsvGxCdj43TbkJhSiuqgGE64cjdsev0nzzFC0Mi83D7Z2tjh24AS8/DwQHBLcZeopkdRtf+1EwvFkHPn+TId0dhI4Gn1lEHLOFqCurEGnsT1tUm4qh1OILa7/15W4bOm8fhXUoWdx5+Zd+Oj2H1DfhUBKt9DUkqoEjGRE1JjbtcHG3xr/+uEBhISOxGABlSycjY5FbXUt5IZyNuqP7DuLqP1ZaK5sQG15M9oMDGHhoMDEy3wQOi4AFlbmiBgX3q8OgoECOWnOnIhC3JkUBIz0xpp3tiH3RBFHizk6KkX0ezkHqIioAWx8LBG2KAijp4dg3pI5fM3ISbn2+3XY88MRFCVVoqmyicedTpRHuzZZO81fY2h304+alZP0CK4MMLU15p7FVF9flFiO+pKGYTnFU6bF+FWj4OzjgMO/RKIsRRi7wx5dZRPpPDMCFwRpTurDa0nP6t3fXI9rbr6qT+xzgcEBQUp7iL4Y9BRZOHH0JGzsbFBTVY2Dm46isb4Jl107B74BPhwh6gpZWdn448v1MLMyxfjZY5FwJgk7vtyP2tIG1JVQ/0iV0m+/gPrNqb3oqn3oTdTa5Ki/htPFlnDXU+sjBdeeXHNqQWLhasapdQaGMlbKpJpjLo08n8gJkyoZlJwG2EkNaWep1F1cP7qnMnWfPTrO+U9MwZOvPdIpQaRjJRJCES0iiq898DbMbc2x8t7LETJqJI9tMo4pfZHWo1prMqAlUqst5vXVOz/A1tEaS69diPr6Bnh4uJ+zHjIvLw8v3fBf5EcVq1Wm241tarM0+boxmLRgPGJPJODAz8dRU1iL+rImNuyvem4Rxk4dwy2Y+jv1lc79129/x/o3d6A6t15V+9JNurEO6H5QiquhKmVXZmQEA1MjhCzwwBNv3MnqxkMBFMWj8VBUWIzWtjY4OtrDxsZm2IgYkcJwckIKkqJTcHR9JDIOU/2hEk0Nbaqa9e4M2XMQVCKjAXO9MO/m6ZgyZyL32qbrRnWqh3cfQ9SBeJzdmKartE414Op5SNX+iSR6DVXZDLSQxp9UotFKc48Sbc1NHMXu/BDbU+UvNeuAzp1Sl6l3q6r/8MU+IoEBR1/rP1yq6OfryIJsYx2x4qlFmLNoFr9jBCkd+hCktIfoD08MXXrq23cutUwygl6+7T+I25jGdS8kRS/1jRsImXxOZ9EcNB03GTb6/er0J6A+rgW92KRUDya2CjgEUEuZVlTl1nIvTWVLu0CQpOxL7QWWPTwPJmbGaG1pQ9T+WOTGFiD9YC+ENLS9jFK6tH6UWk1QuWZPJ1VQq50PQWs5RT5GLQlA6NQgOHs4YdSYkHOqbUogAioRPBqfbz72AYpSS1mEYPo1E3DzfTd2SmglYRbqcUlRSzt7W36uFAqFzvr0nFHkVTuySXXWP3/0KxKPpmHi5WMQsz8B0euTVXV0MhksXEwweVUE5l8zG47OjkiJT8G+dYex4p5lCAsPHbBaTDr+9LR0vHb7B8g5Tv2Dyfg/hyov3TuuITVSRb1bW2HpZYVVLy/E3EUz+RoJdI6BEHmSxuSpo5HY8Ol2JO7M4vtIabPUjuWCIQPMHEyx7Nk5uOaOFWxgaWPjn5vx+QNr0VTd2p5m22Eb7dFRdiJyGmL7eFNK/TeJrLa0QNnY2DGiq55uXMc6wC3ECXlxRSiIKu2b9OAhBOohTbXu1O+4q37kAgKXFPRsMBY5czCBa5gDXIMckXQgg4X+Wptbe2+zddqbW8+JbiiDjZcF7H1tUJVfjerCOjRVtbBS+HPfP4Tg4GBBSocBhn4hzxAGPdTnIqTHDh/Hp499j7zTJZq6l5b6CxBe6Gyi0K517KBX1AZZm0xtCKkJDnnlledSg9USphmGaChvQt6ZUriPc8TDP9wOUzMTHNp0FMd/i0ZbUyvcxjjDc5QrfEd54eDvx9Hc0IzChFJU59erohq9admi87v+d7UiLxTZ4OiHnlCUqsmlppaVRbPC7XH9vy7H9LlTmfz11qjXJnjV1TUwtzZFyKwALL91MQICVTWHEnn99D9fInZ/El76/hk4Oztz+uGfL21lMklRCWt3S7iMcICxqQI2zlYoz69E4r50+Ex0x/J7FrG4C4mtUJ31Qy/cx9FWOubaW2px9sFo7P/rMOqr6lGcXoYTa88iaks87njzesxbNBejx4WhIK+ASfFAkVK6lhSVvemFFfjyyV9RmlbLJEBVV0iq3PqtbbT7kbaLHdl6mGHJlQu6FIy61EER+7U/b4RfoAemz5rSb3WpKcmp+PWjP1GYXoyU3dksfNPXWSlG5kZ44KubOcW8s3E6cvQIGMgoItqmypbQRD87yVSR2jlRVFRrXtZEQFnczVClgNzcoiKm6nVofVJz9whzgcJUgSUPzMWvL2zoI1XfoQNSzA+Y7QUDAxka65qRdSyfa9W7hJZjkDFM33sCwxzaDm5DGQsRqlxZSlbK16zDiuCGuOvj6zB/6Vy8/+KnaKxpgkwuA1p6oWisby/yu1D9r4EMRhZydv4Hz/DlMoYxE0ezQju9z6mPfGZqJpxcneDi4tw/10NgwCFI6SAG9UD8/t+/IvdkUdcKq71Flwq6qhYU7bKqEgdSGUKqjylKp0rllfpXdrl9jZGt3uYwe0lzmpeFHGHzRqCupo6VlafNmorcR3ORnZGDs0dikRWfi5+f+Qv1pd0YM+eCPtmXDB+tVil6R6aXzavlcKAXiZEMYVcE4pG37oWnZ9+0RvHy8sS/Pnim088ojbO5sRk+4R6a9PSgMH/uuUjXhSIRpNqZc7xdQEl1mkqu50rcnQ6vcS5Ycvd8zF4wiwma5AmlFkpTZ0zhHwK9qKjOLyM1Aw5ODipl0s9+x5LrL2NSO5Cg85hz2Sw4/GiP12/+FOVpNXxOypbWdnKgOlG1k0dLyEl9DYwtBvaYhxooNXza7PGwtbPuN0LKvaNf/QVnfonuPuVectqd51xnF2SP8AlhXTpOvLy9ELI4AKf/TFOl70sOKslQlFSppagoZ2qotyXNFzx/y6Awl8Mrwg5Ndc3IP1uCxlIi2ervKsnp2QJHTzssXbUQjk6OiDuaiGPfn1WVHVwioNr12PUpTE7HXR+CoEd8cfTX06zMLmVm6ETq6TLLSdyqYzstAYFBC/U4NjAyhHuEAyKWjuKe19aOVnDxdEJRbgny04uQE5uPpB2UHULjXAa3MfZw8LaFf7AvsjKzcfKPWFRmUTNqdF+zrv83kV+1zUJ2JZUROY6whv9kT/iM8sS46eHwC/DrVHeF3v9kexCE0NHwgSClgxgUDQqa5Ivy7CpUpNegpan1/NqMdNbLslORIlXal4HCALZ+1gie5cOLT6yJRUNlMxsuhgqqdTOEoZECbZChta4ZbRQF0t6+9o808cjl7aliOsdNwhrniPwOJu+zTAb7ICtELAtByKQRWLJiERuSJOBDaamfvvA1sqPyUVVQh9rCetWE2xfQupbScah/kVbocJzttW3qSV8mg/9sT/zj0ycGrB8kpeU++vKD6kNSHev4SePgNd4FcX+Tga0LbYOOfq/Jr0f8pnTkx61B4xtNGBEWBHMLM46aUhRWO9OAUn1pOf0QqKY1YnoYTEwvnqhO6OhReG3dk/jlw3WI3JKGxoomNvoN5AYwQAtaGim6TSmC6hphrvMFnMPt8OBrN4soaTeg++3tozJK+guUBVBTWqvy1XU3/0jzWm/nKHou5UYYNS+Ae8B2BZpjSGCM7T1pvtQWNtOfFzozACkia2aAFc9Nx9U3L+e/D+w+jOPbIhG9OZmjoRzRVwJb3zyIQz9H4vIn5+G2Z29E2vEsFESVYdCiH94RtKmWxlac/iMevtM9cM2/lmH9u9tg6WgG92AXtLa0oqm+mdu0tbW2obmhBWfWJaChQqWWLyAwaKG2JQwMDKGwMsSkm0bj0f+7j21Offz6/R848kssiyF6TXLCvFunYsnVi2Bqasrv4F+/+Z1FD9ttDq19aP3Lbc40yV7qkgu1o8zIVA6PsfZYeu9cTJo5njOqBC5NiJrSHuJiqXtR9Cfq9Fm8svw91JWoXnacwkUTisIAbY2tXUctO6RGaEH7O5KQkRKwdDfFFc/Nh8LEGAf+PIWm6gYUJZSivrSZN+c/zxNTV0TAf6QPGuqbsP6rXcg4UoDGklpO96DUVQ74SEa2Vq0ck1JOKSMLT0tMo6t2CQM9NLXIeZd1f+p6UqeRtvAKd4e5lSlyEgtQnl2pUX/ttyby+q13tI9bSgftNKKqSoWxC7DES388ye1dLibi4xLw3kOfIX1fXo+jCnxalM5jagiFpQJhSwIx9fKJWLR8AbdMoohWZ0Jh+vWsFwskALVp3XYkRmVAbmSIssIaWFka4eTvMWhtbEF9SaOKX8jlMDQxwsz7xuL5/zxyUY95uIGi9hnpmXB2cerU+OoMVMf8/HX/QfqezJ7PR5oUOC1fkaFqfqV+viAhK3XvUp4b5XL4THXCsx/eDRdXF43ytf4z88qNH6GCIu48vajnTaoPVaeFq3atmlcNjaimVNVo3sRGgfqKZjRVUXqdAVxH2+GV1U/qZErs2LwL793wtY66NW3LLsiK60krMmo61lb2h7L4YEBnonBUauNkwqnNls5mKIqvUPVZNlD1WTbiPtdAbXHDJRVRHhB0aDk3DMdcT9/1nWVO9Xibun2waS6w9bPCfe9djxlzp3epTE/6CKu/+BuOzla4/q6VHKGkjKRTR08j5mgcDv50BlVq1fv2rAGZar6QyTgrytTBGEamlPkjQ3VRI9oaWnhdU3sFvCa4YtKSMCxZueC8neVCfXf4QJDSQTboyfMUFxOHE/sikRmbgznXTIerhyt+/t9anNmQjIZSajfQCiMzQ3hOcEb6/jz20jK0a1qkCKWkzqpdNqqdYiYF0gwM4DrGHs999xAcHO3xxMKXURhTpomeyi0VUCplcBvnhOufWozgkEAYGcmRmpzBkavk2FSUFVXgxMYYFKfXwYD0WlpbACM56qtbIGtq4VqstqYW1YTI9VFqw4rSgUkMRpM63K5y2y36wygict5TtdT+Oobu9tVpijRFm9WqyKoP1P+2R0lJ+feOz1biutuvwWDAr9/9jq/v/u28RUQsXMzw0YnX4e7ujuioaKTGp+OK6y7vYMwfOXgUu9cewFNvPjKooo407ZJKbWFBIb76769I3peBqtw6fgQcQ2zx+h9PaVKTBC4c5LhITkrB5j8P4JFnb+vxWKDvffTalzjw9QnUFtD96Wa8amUycDsfMvLoWSUHHZFPKZ1WHR3QCBKpsxjMnYzhGmKHxbdOx+LlCxAbHYej+09j8qwINDU2obamDjEnEnBsXQyKEitZWI0cNQpzA5haG8Ej3AlGxkaYtCgcLh7OMDE1hqWVBRrqG7F/yxFEbY9DQ3UTCmPLuQH9q2ueQ1pyOmcSrPtiE45+G3VuhxoJ3w3DcoweZRRp1lP/bzheg65wLs2BPm97pvlf/+9rsKGz93xPyq9UC7q4bO015eSgJiGzq55YiCmzJnaboSGBHLtEWsm5+teajVj35g6VA75JyeTW2NIQzY1KmDuYYNRlPpz+e+yPWMy9YwJGhAcgKCSAySw5Bg/sOYrvXtiK4KnOuPv5G+DpdeF9qgUpHT4Q6buDDDRxWFpZQm4kh6mlCU8EQSMC8dInz+Hkraew47d9kMsNMXbOaH7Q37jrfaTtzVVFnLTbg6gjlFpbVpM+tSEkKbkq22DpYYbgef64/qHlvK+PXvuCo37UnsDE3gSjrxiBy1ZOYzJJRg9Ni5SuSq08pDSL8DFh/O9tDzYhJzsXZuZmMDYmIqtEQUER6usasHn9IWQmFcPeSoGmuhbEb86Esq5eE8lTKtXHRVDqCSV1lnKs/W9fvag6I6TdEc9e7Jc2Q8I+dF5NNao0uV4JpujvS7rn2oRUp95UpiOkMm56BAYDaExYWJlx1JOvw3mgub4F5aXlTErDwsP4Rx+JCUn44qkfURhbBhOLz/HAv+7mlKPBAKkHLAkiPff2g8jKyEZmWg5iotIwcrTPkGn/MlRARg9lCNjZ2/XKOUHp5wuvnoOK/Aqc+DGa0zm7A6Vlc4iSop0SKW0jhd6WdpKqmZvVrVxaVNkl1TnNTHx/TNvE68y5bAa3DzM3N+NnhsbLxCnjMWr8SeRm5rOat7O7Azy83GDnYMup7CT+ROtRJJhSfslI27N1P3+/pUUJE2tj7u2bdbQQr971LnKjilBXUoe2ZpWS8DkxnAipvh5cd++XSwnnc869bf9xvtd1uIy9Xp9je9oFt31SRyXZsUVZc3IDOIXawcbNEsVpFagprIPcRI7Gyha0aDmaaN5xn+CIl757hOvUeypwSKUw1IP8x7f/QPRfSWhpUAmuuY61w6oXr4R/kA/OnIiFb6AXwiPCsGXjTlx+0yIEBPp32NbyqxbDL9AL9g72cHV1uYALJTAcIUjpIANNEt4+3rj5Pm+d5WRgTJwygX+0o6ouQU5MSul7lLLV2kzZ+uTQlqsikJKAikRaJDLKPeta4DPTDXe/vgphY0I5bYzIpoGJAu6TveAzygWXXTENI4KDdFp2dAdaz8/fV2eZlFY5bvwY9pTRuRw/dgq73Q8iamMCqnPq0NIoefJUx0mRPUMiLZWNOmnGKuNBPclK5Lq/X1gXuF0mo1ZGCF7gi2sfu5JfJvGRiSjNL0fC/hRknyg8/5QvPjapsEyvtFQrct7W3IrqqhoMBhBZ/PGff3Kf1/MFGfORh6LgH+jfKdGkZ2PL6u3IPVXMAjU73j3MGQV3P3dbh3YbFxtEIEaFhfDPkisu9tEML+Tl5bOXX+qFez5GEEVLSfzDyMKoS1JKabkGCjn8ZrqjoaYZeVR/yZFRrbmrrZUVcbl/qHbdPUEdNTV3NcPC+6Zg1rxpPK7puPUxdcYkGM42RHZ2Dtb9sBnrP93JtY2NNS2oLWmAwsIITn5WsHe3Rl1VA6L/TmPFdlUrL2mfSiRszey+fKIv50IpStybLJTe4Hyck92t2pmafJ/2OBui6C5q19260vrnIkHapSidfj68bwM5j13C7OA/wQumFiZw8nJQf6K6bjEHE+ExwgXWDlZIPpkGOzcbyBVy1Nc24vYnV7GtRaUsKUmpMLcwx9a1u3FsXRzK06phakup5+ZoUxrgx/d/R8jEAFx1wxU9el9//caviN+SxiUAPHcZGsLQ1AgL7pqO+YvmoLCwEJctna0pi1i6fEG32wwNG9UHV0tgOEKk7w7h9AAikD9+shr7fzmBqVePQWC4P47viER2bCFK0qsQNMsbyQey4Rxog9KsKhTHlamNIfq2ysNm5WWJgDl+ePat+9jDTiqlZIRRZGEg6vCoZuvw3mNY8/ZOlEQVwdLNDL4TXZC4MxMjF/oicU8O6kobONIgpSJLRFuK+PLffEqdpPz25CXaz0JKlm6muPE/V+LsvjikHc9GfVkDp901VjWhqVodMe2LfXfzwidP6vR7xyJiVij/HTgqgJ0NA42Tx07if3d/geLY8gu63HTvfaa7wG2kC8JnhmD5tcs0NTGUzpuTkYfP7/0JdcWNmmtLCoOTbwvDM+8+ds5WTAJDE+TRpx+65xQ13P7XHkyYHoGRo86/jppI7S9fr8W6N3aiOqtKd54wMIDC2gQLHpuCCbPD4eHtgfq6evzz8ndQU6ImsFxHaqhqv0IlDQyVE45q7w1krbDzs8So+YEYNzsMU2dN6rLmlZwtP37xK0dIC3KK8du/dqGVBPC6m8OkTApuGaXKlpHW5WejN6SUD10qGeghwVSnLqs0BS6gndn5kt4LLbHojkhJtcPDJZ1XR41fTRA7U3hnXHj2UJf77m4bw+E664GeD0t3M9z42nIsvXoxBwi6svnILtOv/9TuGy7h7JlonDoSDSdXe1RX1WLS9Ag4uzijuKiYo5SUMdKdKj3NDQlxCXj9tk9QFE22o/pYDVXOs1m3j8WN916FU8eikByVisXXzu80Mnqp2ucC5wdBSofwoCfji9rGkIFNxyaBjLFdW/Zh3uJZvM5fP2/Cb//awUq5KgKn6gWlsFJg/iOTccN9K1FWWo61P+zA+GnBWLxsfr83o9dHQUEh9m49gGO7EuDsYYXK0jqYWZmgtqoR8dvS0VhWh7aGZp2UXtU/WgqU7Qs7T8XSRk/qNS4UamOIGrGb2BmzGu95eXkvtI5LqnNT9x0jBC/xxVtrX+lxBLyvQON17VfrcHzdGRRElaKt5fxbKEgRJxIaCb08AFOXT0DCyWSc+iMGDZVNqsb3eunR5PRY/tx83Hz/jV0KOwgMHVCd6M6/9mHJNfPZ0PrgpS+QcCCDe+oZWyiw8M5puPbmqy54PxnpGVj33Uac3hSvqrWnNCMrE3hPcsUV983FvIWzNU48MhBfe+xtHPwyivKG1c+vmvxJBIl/JzEiGbwmOeI/vz7HUQ5p3qV6YzIa9Q3Nn776DSe3x2L0zECETxqFPz7bhOqSWiTvKdAVvNNW3qY0Yf15URMxVWsM9CaCSSRTps7C6S+SeT7ojnz2Re1/b9+Jg9G06nAOnbJOXaV37VW7aEGu8heT6JbkAJGGXueCgVp/dKGF0M31G4zXtbfQKNLKYO5siqVPz8ZlV87pVUptf4HmitSUNGz5dQd2f35c5dilD+jeUtmJvTGeW3sfJk+byB0HiCh3JjJ4qdvnAucHQUqH+aCnCeOxK19E6p4cyMg4amuBnb8VJl4zGtMXTYSVjRVSEtOx8/cTMLVQ4N5nr+P04YuFhIQkvPPCryiJKYWlswm8Rtkh83g23IIdEL0hhdtpMDTRxU7qLPX/7kw4QPO75n+df/9iQ19NV/r9vLal+R/333vwh5tw+dVLcTFAKUabft+Kn55ch4byC2+hQHU2Bkak/tw9yaXesmaOphi9NBj3/PNWIT0/hEHOt9++XcdG3JWrlmLDmi1Y//puNJS3wHuaE25/6Rq4uDmpywJkXKd7of1qSXUy6lQ0Ghub4O7pCr8AX036OPfkbW7mv+Nj4/Hyyv9xX0sDqmFVk0QpU0WlwmsIAyMjzLxrFJ7/76Oac9q1eS98g7wRFh6qQ0rpu0mJyWhpbkFI6Eg+LyLArz/xLg5+Fa0iBFRvRpBE5PQ0z6TPOtj/1GZGIpi9FXvrKrVSz7jmtmCSKvtAzrMX4njsC4LQmYN0oMXxpN/1+Z82dD5TOa6lFbmFR1dflNZjUkr3V3tjnR6UzrZVThOtg+js2gy29/KFgutADWEXaIVr/rEEV914ces2aB45eewUkqJTcWpbNLKjSlCdW6vOrJCgskFs/Kxw/UtLWNhyARHpQSDIN1Ttc4GOEDWlwxiU5//bV+uRe6aEp39rT1Msf3IO5i+fDQcHB3zxwU84vC6eiR6llIYt9EILqeBeRAQHB+G5N1bhvRd+QlFmHZw8bJF+IAOLb52DwoxKFMZXo7W6TpV+rMrh5e9pogSdCSJ1RVQ1kYRB8NLryljRItIkLMBGXVc4lzGpZSxQG5Lf/7sJM+ZP4whPQX4BWlvb4Obu2uN2GRcCUuK75parEHsoAUe/iWo/7fOMaJBB3tp4jvRsqg+saUFTbQ0OfxMFV98tuPmBGwaVKq9AzxEVGY2IqaNxYt9pvP30J0jal426kkY29nLPlOKt275Fc0MrPxOkCvnv3x5lIbcLAdUjz5o3Q8eYq6urQ1FhET7613dw9nXAvc/cgqDgINz6xgp8etfPaKxr1SjvcnSfxyt1eaansQ3BEb4oKyvjaMNv36xD/NFULPl+YYco6dof1+Gv93ejsaYVi+6fjFseuIEzHahfZhuTPcluVNey8rjX6huo/YzpNLhX1bNqakvPt+6zN49tX5GzcxHOzvq1dqes27uda0UDpd/5QLo/Bp1l2vehPwiypMYqCTd1v2r7bnTX77rftlrRld9NWvXSWt+n7yq7PU+1lsQw452dgt7jBgassD71+gjccO/VFz3KKDnUfvtgI6LXJbdnF2nEvlRp8dJdrUyvwRd3/IbA+Z5YdNW8i3rcAsMPgpQOM9ALgbxGsVFx+OLpX1AUXwlLd3OMXuaP+ddPx+x5MzXrzl08BaUFlXBwtsL46aNZNW2g0zk7Awkl3fzYUnzxv23ITCvH1S8uxY5Np2BkpoCdlwlKkpugbKJaTK2+W/ROk4wC7bShc6UAXWwyKqEHx9FlP1pCb2q8eGNAZXY1nlnxEmqK6lCVR33GZLD2skDgdB/4hnrB3dcVM+dN77cxQUb3vOtn4viP0e1CT/19P9QvWtrfnm+PYsLssQiPGN2/+xToF3j5enL009nVCTv+2oPE3Zls8BFBa65RormW5ggljMyMsOi+qQgMCujT/VPt/Xv//hyxezNQXVCLusJaRLwXwpFSSg1fdMVCFGQX4c+Xd7KoF0ebuC+poYYUmTmZoLykUhPdv2zFHKy8dXmHZ+70qTNY+3/bUJlTx1/98997EXMwGebWJkiQeqgyoVRCaaBFutRtIFSfa22Ql7Xpihz19bOntz1lc3P35Kq3RPV81tfwpa5yUNGzUg/1JnSXa7de6zHT7J4o9mgTnW1A+2XYxcedpOSe83j0N8mReaqN1koB19o1k1kN52y/JtReTtMsgFP21MS1fQUMO8hkMLIwxox7InD7kzfCxWVwKM+mJKfim//+ivit6e2XnR1c6owKzW1VOxxIsK0N8Ap1gZ3d+fUVFRDoCoKUDiNkZmZh9cd/IHpHMsqzG+Eebot7v74WYyeP0ahPaiN45Ag8/7o/kwN9r/zFBB3nxEnjYP4vM/z8w05UVFDj9jY4+tigxpzS75QoiS0F+e74ZcYvQy3DarjK+HcXJT2Pl3htUQPSi/J0lhXFlPHPIURyiu/GhTuw6rmVmDB5PC4k5TH2bDyK80uw+MoFOpHJmsoBUATuJPWZxKk9x7iiZpAoEgv0HlLamJmZKdLOZsHW2xI1hSq1bqVMCQOZAazcTbDooelYdfe1fV6rFX0mBkd/iUZNAWVuUCaDAU7uiIWzhyMrUtKcuuz6xYjak4iEbdmqaKmBAY89mYGS1dLn3B4Bv2Bv2Nvb65yTPnb+eQDV+Q2adhAtDS2I25ihRYyo32m7oq9EAGVGCq2xTwq8WvV+vRU46it0RfK6O5bOIqLnUz+qiQJ2IeJzLjE8/XX1CalONLqzyGknZLhP0JEwy6g1UfvBag5F6lfJwUt1hFKnn7nOsemxV/3LQFE1SkVXX9f2dE+Vl5i2z+9onWi9iuxoNKL0Ha7DkJByCzAnU1z10kLceNe1AyIi2RNQucB/7v4Y2ceKtPQX2h0TOj3tNS1pDGHpaYbkk7lY8+063PHgqotz8ALDEoPjyRA4L5AYxtkzMTh1KAZu3k7Y/esx5EcXQmGhwJRbRmHmsomYOWdat8bYYJkcO8Oo0JH450teKCwsgl+gJ375ei8UNhbwmWgOhaUxiqKL0EzqtTp9WIfAS00SkehNbdVFOKfWxlbE/Z2K109+hCk3hiNsWgiCw4Lg5u7Wq5TXyopKJEUlw3ekj47zg0SP9v9xlHsk9jv0rh/1ZIzekIT6KuqTC4weGzYgacsCfY+qyiqETQtGY10z2lqVqMqrYQJHRpSlixnij6Vhb+B+zJo/44JrSrVhaW0JQ8M2JoBsdDqYY9z8EERMGM2RzbPHY3F2XyJMLKimVNWOZeQiT8y9bgr8Rnjzs+AX4NejY7J1stJrl6EtKKNn4UtQkw+NCA2lklC/VE1v44uMC63vPBeJ1S7pUC3U6tGt/rpGlqAnhFi/aFYrcqidpqp9I/Q1C3S22QkJ0yHfesd1jnYpGrKpD60guVRfrZOdq1UT2r5Q6wQ0JF86Xq0Nyw0hUyigbGxSZSx1Wi2j9V0d57HqeOwCrFCVU4um2uaOXx7oGtw+Bp0fCfGFLPHD9U+swLiJ4zCYcOzgCeSeLFLXemsPCHU/ZZlaZJHug/rd7THOHs9+/RAy03Pg43fx60mHIxq7UFm+FDB4GYlAty0KcnPz8OkrP6GqpA6eIc4ozE7A2MtCsOijB9Dc3NJpZHQogpSFfX192HBz9bdD1KFi+AWZw3+GP+qqmlGVXom2etULkZRcz9vYuRDxoN5+daCFPi4AZFDU5NVi5ztHsPO9ozCxVsAxyAbzbp+OsdPGcC+0xoYGWFlbMVElYqcfdSdFwdseulkzHmnCPbz/KH56ea3KQ3sRrgWRUuq5Fr8xHW8f/xyTVoXjzmduZil+qncdDs/OcAXVcZLqY25OHoyM5DAzN8OoiBGoqa7D9Ctsse69HagubIJSJkPOmUrkRlUhbttPOHVHFJ7572N9dm+tbawQMs8XR789C2MbI4Qt9UfMgQR4+bvjy2d/RUVmDabcHIYpi8ahrrIeRiZGmLBoNOYunsXtt3qTneIzwpOFvFob1eJFmtIFLfKiVsdkY1JupDYqVfWlqrQ7pUpsiJV3z1M7oE9qMc+x/a5q63uzX+11tdOY1VE6qUpSdRm1az+6OB7VVzqup1Ma2tXx9TyVV1Xb20VUUrNMLworkWzprLSitDqRLvVpStH29uinrOt8Xp0Iql50mP5tbYWyqUlVc9jWqnq2dLQauj9/7+lueOyDu/DC8v+hqb5arQqtJ64zNF6VnQjvGSBkiS9uev5ajB4TNqiy0STkpOWyvoRKFE3KIKB2gWrVf/q3lQgptXWi8SnDwntmcW1+V/X5FCwpL6/g0gqB3qOqqgp+Pra4foUlPvq6ApcaBCkdIiBVsX07DiEvuwimlmYsSOQb7oFps8dhVFgID2QqVh8MRfN9DXrRubu7Yf78CLS2nEJeVjWWrpiA4HAvnN4eheSD2WisaEBdkSrqpfMSldKR9G2OzgQwCL01uPrihalv6Ene/L4y/jooMPZ+22zUtihRX9qA7KOF+O7YH/jF4i9O8SVD2djKCAoLI/iMd8dzHz6u06KI7l9aahpqa2qReDYZe9ccQcqebLQ1tukSUp30N/X/zud4e+EooP1TGvO+T08i6XA6DOWGuPqppQgaFQALSwtOqxyMxsSlTEh/+HwNdn13DNX5qufd3MEYnmGOePj1u3Bo11HUljXBxtscLsH2KEopR1lmPVoaW3H0lygk3p7EZQt9AScnJ8xcMRUnf43nzA3vke7ciqa+th7TrotATlIBZlw+CTNmT8O0WVPYsUbPwunIKHh4usHR0VHHkCspKeXhTrVm5CWnsXn4wFGUFpaiKLeUjX9lGxFOOWRUvEAGvNqIZ6OSfgwMOGWXuCgt4wiIVioepd7J5AZQNksqqb3M5BgIB9KF7qOb79M1a58Otc9Pi6Bp0os7T/3vsC/tqKfOZ3r6BhIkx4EkXKe1T/0WVhohIameT+8jncmO0ra5PlP9DuFaTpWwFq9DpEKKtuqkUGtFT3mxvsND1UZOqlnW9BWTDqe5pZOoaGfXRDeSS++LRXfNQlFBCeoKalRthqCO5EvXdggSUjp+72muuPbZ5Zg+ZyqLoCXGJ2LjD9sw7+pZGD9pMEVL9TIKpPR/GnGkpEyfGxqweJyEk9ujsOSqBey87XSLMhn3h561cAp8/XwH8FyGB979P184Ocjx9S9VeOqFDPj4+OBSgmgJMwQkp+kW/fTdH6gqqYK7jxNCx4xkMSBafimF9ylCTKm8CoURR1ApqhUVFY0NP+7CoY+Po40NrfZogQZ6Q5yMOl5MqWy9Esm4wEelq22c57bJE0ueyzYSCZIBxtZGaG1oQ7PUNkd7+9K/kiBSnylQ6sJtnCM+3vNmhxfWtx/+gD9e3I6majKse0kw263qjufR6XfO87w4sqRKt7J0NYP/NG8sXDUbM+dO7/22BPoUJSUl7HSjViyfvfIjzm7MYKLJRis1jpcbYNmzU3DLg9cjNTkNHl7uOHkkEp/cvQZNJDLUqiJv7hF2GLc8DDfcs/KCHXjcXD4+ER8+9iVS9uTCa7ILbn55JUxMjVFZXsXttqxtrZCWmI7T++Nw40Mr4OfvpyHXdD7UD3Djj9sQszMR5RnVPNQXPTEDMxZPQVNjMz546GsUnClRFUFz3ag09tVUg8Y5Rau0eoZSOiULPjVRXakqOsrrU6olkxWq/WvlVF6eAwn0HlFHS7h1GJeg6s2PAxEl7a/ta0f8tNFZJO+8dQm684bp7luTRitFWNU8TlK5lZbxelSzSURBuz2H1rrtp9JO4ug+q95z6tZA9F319dXZnw4p1UrrVS9XpXW26dR9cvS9vRhUqweu1rXUv5d6jlFy/s16YCye+s8jeOGu1xH5c5yugj5/n95TuDi4wLRhKw8LuIQ6wNLeHA7e9rj76VuQn1fAdhs9+2TL0PlKomgSaFlpaakm66i/ceTgUbyy4H2uUddxhtP4Uc83hiZGcA6zw8zrxqKiqALuAa5YcWNHMTZtUGushoaGASuJGS4tYUpKSuDn64y/f3TD179U8jD8/tcqXEoQkdJBCKq1O3E4EjPnTdOkEq669apLPmJDhPTT93+HlbUJAkZ64IorFsLNzQXGZgoY25iivlhLtEafdGkZGhpDTBv88jdsFxPqD8Gkrl5wvU43Vv3Pa5ILRs70x64Pj8LUVoGAmT7IOJ6DsuQqXa+69rXQJnL9YAA2VDSipLikAym95varkBGTjSNfRemdi17amH40W6ceqYsIhbIHQira2+rstKWxQaqqda0cPc0+m4+jDicxblIER7kGgzL1pQgy4H745Hcc/T0BrU2tqC9r4lR9jqwo29gZs/ChiVhxyzI2giytLJhwzl04G8ovgM8fWI26UlXdZ05kKfLO7ENVSTWe+e+j5+3UoxR0GhOOTg4wszVlwz/raAH+s/wz+M5wx8I7Z2Ldh9tRmFiOuuIGmDkYo6GmAdc8cDliTsXj9I4YlGRWojyrGg1lTZr0Wjqfv17eg03/OcDPanM9zUfU6onGe3uKHadgkuHIBiTViraqo2MUgZND2dLcTiZaWlS9UtXOOCnFUqkmLkxeuJ2Uav+aiFhnZK0/0e/+cem8elmfek5ITlAN0+tke7rznGoqao/a6teDtqfhts/ZKqKolyQs9aXVJAOpI13cd1bVqkWqB9SoPjdTuqbKgctHLEXB2MGhPj7JGchReNUyDUHWOAkp00Xr2vXk/UYkx0iOUct8ccsTNyArMwslaWVqsUIth6Pmml0kVnqBY7Eqp4Z/6FzCrxmBv37ZCFsnG7h7uOGv1Zuw7dO9rAA/YrYvHn/jQR0itXPTfhgaGeKaAehdGjYmFA5B1iiILmtfKDkqaMwYGGDcNYF4+t2HdbKfzgWaG/uyfv9SwRsvBGLaRBPMmGwKDzc5Qmdl4tm4OISEhOBSgSClgwQ1NTU4dew0XNydkZORi8g90Rg7KVxj3F/qhJTg4GAPhUKOXetz4exux9eE0iutPWxhN94dhcfz0VpBDZ/VxFKqk+gq7Uo7lUqKIGh7ageryIISsHI3xag5gciJz+c0qDvfvwEz5k1DQmwi/nv9R1zPpvudToRQ+gGVOTUoKijmOlIyYqT6PRrHEXPCcOSbKDaWGNrXV1tko6dGjn70o7NUw96k/2qt21DZiPzIYpQkViDxUBrcRjpj0uIILLlykXgWBxjkda+takBdWRMbciojWRLjAFrqWzFiTICmhonSrouKitgoqq+pQ0NpPdBGqYGq+9tGabHfR+HAokOYPb+9RVZXoMgGG89FJWiob0R6Qib2/HAENm6WXJuctDtLTQTa0NKoROruHHx68Dc+TlX9phI1+fU4+XMcUo/koL6sEXWljbo1e2zgt6lrCsGiL6pIGBmHWjV/RGTob71xrSIc7SI+5GDjZ4/mQIl0Simi9K8hEVrD9s/oOFnAV9WvVNmmTqOUeh8P1Bx4odFSDZnqIkon4Vz76I1TUqpL1Vmm/e7ohFxpRTp1d6MvOKQ9R6r+lnXTi5SlltgZoY6QqtOEIVcpP7PTldJ42+hdp45E0ufkqG0lPXt+StSZze21FDzmJAeO5ECRUsa7vC665JLGtqmDCeY/NAW3PnwDK7Kv+2wzso4U6GbzaK7bhUcsLzqUSsRvTkHOmTz4TvLEntWHUJJRgcKzZXx9S5IrUZz+f7jlhWsREjYSJ49Gorq8GiX5FWi9rrXfM+Hovew32QsFMeW6abzqPvAyuQz+Y7x6RUgFzg85OTn49LtKHNjgwX/7ehnh9uut8MIzk/DHxmpcKhCkdBCA0ri2btiFUeFBLBwzZeYkzFkwSxi/eqBI1aNPr0Jp2VeIPJqBFVdVc2Tk9ttWYuKEBOzaehwHvjqNxqIaKBsauxCe6Nr7qin210zM+qIW2q5sdYP6vqz97CEoVXHEPF+4+rrA2cuRj5Baq9TV1XG9yqJHZ+HXpzZ3TJMdgMM0tlIgPSEDm3/YycIuD//7Ho0XeMyk0TB3MEFNobr2Vz+ae6FGq/a9Oxex1YfOC7kd1Osy62gRck6UoL66kUmpwMCC0vTvfOI6NDf8hBNr0zQkjkDEq625DenxmYD61iQnpOLH19ahJLUcjeX1XIepm+4tQ1NVCw5tOoa62nq4uDshOGQEiw/pg9JzK8sr8dPra5GyO5vVfVnfpakN2SjQEU3SpL1y6qtW6qFaWKattQ2lSZXSIajEQ9TRXqkXoKZlC81ekp0uCRgxa9QSkDHQP6/2Mc9ONjJotVMrqb8g1/+p0/MokiFF4zTiN7rPEZ3fgM5uFzyX6pGbC9lmZ7Wgne3vnCUZ+umtWhHPdt+KKkVbquPT3j6LE0kRSiKdUtSUdqEmhtJmNZdA7WjVPj5KGZXIp2aeBJQNDTrvsQ5nQ2OgzYDrmNudIVqRzXM6fekfAziOtMHSR+di6tyJOHPyLL544heUJJarr4POweuORz3F3qFWZ9pU08LZS2XJsZplmseypQ3JOzLxVcNqPPnJffj2H2tRGFsOhY0Jkm9NRnBIcL8fX2CEL44gSuOEoEvsMMIagdO9MXPFFNg72fNn/S3+V1hYiNTENFbC76pedTjjledHYdkCc0SEmWiW/fMxOwRNycDJkycxfvz5t+UbShCktJ9A6V3k4e/Jw0WiFitvWC4UP3sAIjgv/t9t+OO3bYhPSMaE8RFcfzF2bDjc3V1ZjfPsrhTkHcpGK6nydszt7DKixu87yZvML161CIW0jgROa1H3XmML9TyVLM8zOkD1cYm7MlCSWYF5t05H0q5MpB/OgbuvGxvwV9y0DPt/Po68U8UYaNSXNmLDO9tx5zs3wsLKgqNMEpxdnBE0zwen1yToKUz24vy7SkvWX0dHsOQc29dxROh/pt4kCdhUNaKpqYmvscDAgcZQU2MjUiOLWFFXFcFTR4BkMijMDRA+OVSzfvjYMJycdgab9+SojHa+v+raOCl6b2iIY7/E4sAXZ2GokGHFi3Nx1+O3ddj3jt9349Dq0zCzVqCloeNz3kGoS61Y2Z6OqY5IaVZQE0Cu2VJ/xrWCagIopdhzZFP6WjvR4oiVas/tUS6NM02VUqkTddKPdErPm/7zoXUSfOwKavmk/ry/I6XnqhE/13e7WtbXx9zp9jqZN3QclZ2xqHbHg4pMqog/C8to30OZ6j3DUW91RJtIpYxqgWnMqO9L+/hSnzs7MaSIZku7Kn1n5yFFcru7VvwZRc/VpyOldmvGsF5ZiNb3VP05TTD5htGYunQSEqOS8e5jnyHtUC6aKpvb03Y1x68i4BoSpPE/0TmpUpBVNbIX+M7t8xTu7tHt5W0Daisa0dbaitrSenayGaizJgYCE2aNw1q7zagroTZaKvhN8sCLnzw3oJolVHLR7NdySemkSEhJScEPa6txZpeXznJXZzkeutMG/3hqFrbvrcWlABGKO0+QcUrF1VTMnZeXj/S0dJSVqfLyM9IzcOr4acRExeHYkRM9ankhCGnvJq877r6WX1gUHZTg7OyEhx6/GTc+uQBWE3xg6OQAA1K8VKfmMrryapMSIr0IKXqgPSl2Fgml9Db2OLf2DSHtJeg4q3JrUZxYhuryGu4nWpNfh7du+Bzb1u/A8QMncNld01kIaaBB5K04vhLf/3MtyorLWZCKkJmRySIEfuHeWoa1FFa6AGOgJ3VMnaXy6adod2ncqox0asdB6ZrkaBIYWBzcdxj/e/ZblKXV8r00VBjA3NkUY670wU1vzMWjn1+LsRPG8Lpnz0Tj6//9hEM/RWkiiZpqYU10SZVW21DexM+xwkqB0Ikda3Z2bd2N3V8cR3lqDXJOlnR/kBxNUrZHoiSnC5FnqttkYmHY/rsUxdQQPhU5aBfAUS3TJGyoiQPvQxOAU39fM5Y7G9+aA9RER/kYujJ41dvg9g9EAuhYpflTp96vj9HjTIlOnt1OVxpAdHvsenOP9D7R/pHIJUUyKZqtTr/VpGFrp1+rW7Aom5tYiEqqDdWMI2ksSduj95OUZiv9aO/7nMevdY6aqKxUd6ylnq65J6o6RLmJIT+jLuH2ePzHO+Hk7Yh3V32BtU9vQfzfqWgsa2gvs9F7x7Y/O6qUY9UzQGNRXQNNz05fEBdtx4H62PtlfHcaYFc7jIiAA6grqsPZU3GoLW7kjynN2dnFCQMBau0SsthffVgyGFnIMWXZ+AEnh1RuQa0MSfzpUsMLz0Rg1UpLBPl31K14+gFbHD/dgL179/Z6u/v378fll18ONzc3vrfr16/X+Zye3xdffBGurq583efPn4/k5GRcTIhI6QWQ0pysHBibGKOkqJRTbV3VNU3ePt7w8VXJOA9E2sOlCJowJ44f22nUedr0iUhYmY2Dv8eh4kw9lLXqF3N3LydJiVd6UUkRhnPhQr3yvald0gOJ8Rz+/RTCrgxEc0ML4v5Ow9f3roWVhznGXhECl9H2yI8sGfA+oLS/vMhivHfdN0j+Ryrue+4u5GTmIic9D9s/Psh1eBcN57re6s8oRdrC2ZRb3Vi5WCBkZiAs7Sy4N2ZftRQR6BlGho7A7JUVkCsi+bmMmBWE2QunwdXVpYPhlJGSBWcPB8y4JQJntsajvqIBZSmVqhTeTkRk3Mc64J63b8LEKeN12rPs2LgL69/ZitqCepWxqlGm7EIRlMeVOv2RiALNHSQKI6meEqSWHOpj5rW5frN9HRX/VBNGqjPVdljq1C7qOVTY0aMVFWUCo+5pqt2DUFpfh7xqpQNrt4iQ5g01iVX2l0OmN/OTJgW2O/SvmFun0Hd8dcjO6KS0oLPva6exqtdl8tbcrPpXSr1VRylV/LPdMaFqHdPa/+fIzwONtfaMAIlI2/hZYu5dk+Hs6YjSgjJs+2kP4raloVYq29Avr9BPtZbqbaXtUpo7bVudGcGtdDoTK+wt9Gt3O3st9MX46Wq+4EfdAHJTOZY9PRvzlszCkfmRiN+Uzk7m6DOx3E6qv0HjyNJeJahp62+JG/7vCiy6YmG/71dAhaioKKzfUouEg96dfm5na4in7rfFP55ejEPH63rFJ6ifd3h4OO644w5cddVVHT5/88038cEHH+D777+Hr68vXnjhBSxcuBBxcXEXLSNsSLWE+c9//oPnn38ejz76KN577z1eRpHKJ598EmvWrOGUWbqgn3zyCZydnTXfy8rKwv333489e/ZwOu2tt96KN954gwnMpSY5fSmAhnRaegZe++RPFO4uQFtGMVqqtepmpFQ37VoVtTqhJi2qfWPn3qE6mqDxSg8gWPrfEBh7XQiS9mWgOqeWbVOfGW6Yds0E/PzIX6p2GJov9EGtVS9A7VV8priiNL0SNYV1XItHP+eEtmHXl8epP6Hr1TIZGhnAZ7or5tw0BdPmTYGFhTm+fvtH7PnsJEYu8sWz7z0EBweHvjsegV6p8HLU+hxpbSSr/9s3fyE7Ph81pbVI3pWDtpZWGHDKrwxKIn3q59TK1Riz7pyE5TctQV52HiIPROHk39HIP1vKzhPKQuDIjJqUatIN9YmbfqamFHnRIpEc8dJwQRIUUtf4aSuP0vOskqtRpz+qa0OldEyp5pSjwKrokfZ3uc2LviNUm4BqO926M9KlaJW0flsb2hqb2msJL+SZHKi6wItZf9hV/an2AXWVtaMWt5LuPafIqh0dmrYsUvRas4w32L7dfp7nDczM0CbVourtgwXuSFiJRMWk2upzaQFoHgzV/3gbCiN2iFBkWCNsTCrSzc26+z4f6GTI6Dy4eunV/Zu2TnOLzywPfLjxVS5DokyPfyx4F03l9Yi4YSTe+O6FftcWofGzb9cBHNlyEtc9cKWmbdVQwlC2z5ctsECAjxHefaW9b7U+amrbEDg5A199s44jn+cDeqbWrVuHK6+8UnPfKYJK/Ompp57iZXT9iDt99913uP7663ExMGQipSdOnMDnn3+O0aNH6yx//PHHsWnTJqxdu5YH5UMPPcQegUOHDmkMmaVLl3JD8sOHDyM/Px+33PL/7F0HeBzV1T3btKsu2XLvvXcb44YNrvTeew01EFKABEIChPxAAmmUQEKH0JsBY6pNtY17771Isqzetv/fue+92ZEs25KxjYznJkLy7uy0nZn3zj3nnnuJSAXuv//+H+lonDiYsXnLVtz3n3eRFHaj/+T2WLcsHSUrS4HSCqAqKMYOu/Uo5eAejlvSIDOxU33a9jEwiezqEDhU1jGwK6dMYMUn63DZI2fhrYemYceCArTu0VxaUJDx4z1Qw8nRvj5ZycHbbxoFrfl0S8M/uL81ZvrhKy6SRiZsWCg9sRHJVFT115OJn7wJpLVMxqDTe+GmP16NrKwsef9/T7+OGU98j8zWqbj6rguPSGlRY4n6yMlWrVyNR+96CRtm7URqjg/jLhyA9v1ao3BbETr0bYv0zBS07tAS/uQAqiur0aVHJ7Rp2wa/u+w+LH5nrdRzyT1lu1ukjs/IXglMyVrVZrZMbZ6Rv7J9kAYLBI5WD0b9E9dsnoBTwa723oCq+4vFXArTqTfH9ZptGkBr6ghtgFkkyppNkmcaf9uTsPu65+3Hx/MhUss6pKgHCy3W9byquYP1AJw/IirdXwWMZgo1jS5GODVqNo0E3bDg8o862PvastoDnNgT1nwPz2d17Zlr0X5ce2GJ7dJz+ZhyAZZkr9wQWoUQDKqSmf05plq104nLywY+LdY0Ue/7g8HvXpKrfGvCxSMEkDI2rNmMcLmqtd0wa6uAhOzsbBys4Hz4609nYeDwfrjtoVscc81DHMQkM7+txH8fVsrKPUVaqhu/vbkJfnfbWZgwoXi3MiJeP+Yaqm9s2LABubm5Itk1QQw1fPhwfPfddw4o3Ve7lAsvvBBPPfUU7rvvPut13rD//e9/8fLLL+O4446T15555hn06tULs2bNwtFHH42PP/5YqOhPP/1UMgADBw7Evffei9tuuw1/+MMf9th7kKwrf+yZGCcOj+jQvh2uPHUkXnv3W6z8IhfBgiBc1SG405LR/4zO2Pz9duxauhMxycDWzFzbZUHyjnlI13cSd7CiLrbDFuyFOOuDeZapxbzXliEeXYZYeG+To71IliTbrR4PB022t7fYD0BKMJrcLIBh5/RFlwEd0LJ9S7WqaAzlpRViJMHjym6aiU1rtmLT8q1o2iYbHo8bXp8X408dK61sDPih8+rrd09T8qpbjhPDnSPRhOFwCE6E589diK+mf49Trz4WgZv8iESiGHvc6L2WUFCqu3TxMmyev10ayFtusxqY1phMWyZL2gxt952oMWm3HFLtLIy00qg1qea9xlp2ndxK7KpiWmX/+TdZUQNCTV2dXofl4Gvkj5phixFAm2ca3yL7ZLZtDGtqAxc7kNDngj+qXY1dXWKTAdtB077u3fokw+xZgbpXkmCPD/Uzub5AZbdl9gLM9vRxceO1bdecGDsQtV7fw0oOJDDV17/0wd3T97in8WZf31UNIK2YYDKikhSynIRtcnhrWa18EsfePZgu7aYcsBB9rTlAHdddQ8+dXX1juQjX/XnZXduzpHnrZvAkeRALu1G6vRKfTZuJsy5QzNaBDipKPv/gSwwdPQjdunc9KNtwYu8xdepUnHVyOprl7BuKXXNxBm69eyduv/12kdza4+677xY805AgIGXYVaXm3+a9HyMOC1B6ww03CNtJRG8HpfPmzZOMgR3p9+zZE+3btxekT1DK3/369atx4inxpZx32bJlGDRoUJ3bpLz3j3/840E+MicOVowefhRGDB2C2bPn4R9/nY6yBbsQL61AZW4pjr96OJZ/vwErpm9A1c5KxAxrap9gWRO3BoAjM0A2FFDVVb9qn4DUI/PNyeK8l5Zb/64u1kDSJteTWhxhfq1P1T1W6kFbyQ1diEc0S1KX7PnHiFpzMDP596Yl4Zbnr8DYCcfUyPgyqcXBfe7nyxENRzBkQl9MPmM8WlzXYo9ghZ/5950voHJnEBnt0/Dmnz7G8onrcOkvz5Z1B9lyKB5Hrz49nZrxRhD8DgYO7i8/tRMHLPHga689+xY69+qIYUcPkdKN159/C+//8zMUbihDqDSse4Uqkx9x+TW3n6ndYzsVO/tuPTNs95GZ8Gq20mXuH10nZwFU+ShZIM2cGlbTDvQMS2pAZ5gmOOwd6BXGyJi+qPYzNpmkMGk2hYcBrrEoXLGEFHmvUlIDvmX/IwmTJC7KZB7BKY1n3FSVaOO3+jwPDgJrV+f+H8z4Idva12drgKc66i/VHw1b54E6N5YCwHadGafoA60UovTXJtFVygRTt1pTAaP+1vdXbTVuzQPYnYHfbbla59o+7tbn+My9ZWp+5TV+tpbqSgNv3u/JaQn1TTQSFWbYLYoI4IN/f4XjT51oGQYeyGAZyoVXnXvA1+tEw4KlmzF7HfwewudXechrr71WiDV7NJQlbczR6EEpa0Xnz58v8t3aQTRPppNSuz0hff6uKxNg3ttTsHb11ltvrcGUtmvX7gcfjxOHLjgRHTnyKHTt2hHfzPweb/19BjbPy8XOjWXoNbY9rv7HGfjqvXlY9slWaXofE2bchXiIWWAtyzUDyZ7YkRqhB047u7o32ZL1MXv212Y8sq/aoz3WJNX+t2JiJNtMpoYPwBqfrWsU1+ZPbjfcPsPImIlIrTYEhxqcWuM6zzXQckAOJlw5CjmtmqJzj8749MPPsHHlZhRsL0Zmiwz0HdIDJ5w2CcNGDcaHr03HvE+WYPFXK3H+Taehd99eu62ejOhH73yK1TO2y6ZKNqnG1QveXo2VXz2CnI7pKN1eKj0rb/n35Rg+YtihPX4n6oy6WGx+l/wpKytDRWmFOFQ365aFtKYpWPvVFlQVBBOTf1M3WsMAyNwb2uQoapsY2+9vO2tnawGjQKcCoFInyPUZua66M63l5P60t5QRRkqZ1yjnUz3Zlf0kiNYqBntdnKkHlfrXWqUHUhcahJsTGDuYM8duBxbmdVvNqoBRHgffCuh1kEGl/tjjFTfYvT7var9eiy1uEPtYe/8P19jLccv3bthp+/P2xwpbqYMw+kyKGEm4GSvtUZ+xb7dt7EPia/42+8N7hftAMFf7erevs8bv3UtId9tWQ/a3jteUi7ZK6kiSy6gVbPvC+9iXkYyOXRNtQNau2CjkeOdj2+GsmyZg29ad2Lp1O3r06Fb/fXLisAomXKINuL/9fv8BqZtlSaPpD0v3XRP8NxWlP1Y0alC6ZcsWMTX65JNPDrkT1P5otJ1onNG8eXOcfvaJGD5qMObOXoT3n5+FeR9twdo523DZH05BdotFmPnMcrgCAcSDbBMRrglA9QCyz7pRmbvGEm1lTLNyA2prS67s9UOsYZFBXw9iemJZIwxLapkx7Gnwrj1QKibGyBIt4FyjzsUm5Y0rg6LUlinoMKwtug5qj8wmaSgvqcDyr9dg+QcblXmSfWC3b/+HsBkNmMT4Uj04877jMXryCHz/5Ty8+8/p+O+aV1Gez3YDqn0GV/dR1le4a2oyjhoxDFfdcpmqedqDpJMM6dczZ+GF299HtFIzQpoNo/lEqLgaJWuLZNk2Q3Lg83qxdes2sbJ34scPfq+LFizGkrkrULBtF7atzsNJV4xHLBaHL8mLYEkIG7/Jta7JhFGQNiWyWEVT56aAqS0lk7h39P1o2qvsNim3MagCOuX5wM8rF9HEpN3c1nq9lA5r8zRhRcVATQNjvqfrooXZ5bNKO7UK8JVHVK1epVarGVs5gnmWaHM2sq3C0sopSDByrKFVfZvNCYgpCbB2DTYmUJZbam1AvC/J5t6eDbWfZbVKLer8+0DH/tYu7i8Qs/2Ou35kRUrtoDEXfRcsFYoeF6N6zDPMqfxRqz6zoYqjusIkRi3Qp8dmowCqc13mt24tY9V963t8X6e2tuy3tmJJr0+tOqFSkHtDHim6VZQkbGyf08fQvFcWunZX7Vh4361asAmeZC/OvHECxk8+Vl4XTwgnfrIhKv0fofa9U6dOAkw/++wzC4SSfJs9e7YoSX+saNSglPLc/Px8DB6caP3BG5S9d/71r39h+vTp0pqluLi4BltKpG+yAPw9Z86cGuvl++Y9J46caN26FU4+rSXWrdqG5h0yZbJVXRlE+x6t4UtfgyBbntbVe1Sbm9QrdL0X2QgZKDlps2q6DItqGEc92bN7C+hJK11CLemeBYbVQGZJmSwZXj0mQjXqWjhJsE0a7L9cLnhTvRhzzWAMGz8IQ48eVOPe2nLWVvxmzf0o2Vgqg26oXE+K97Yfu4HrPcirame093I8Ge3SMOnG0SjOL8adJ/0ZxRvKrXo31oA2798E4cqo/H3qLRPRu1+CERVnxz1MfHbtKsR3Hy0Q8JkwEzFAxLb/cCF/VSm++GAWTjx3/B7304lDGxwfvvt8HqY9/C2CRUEBbsveX68MY2TCaCHAmvLI2uDHrp434Mqqa6upgLDAmflsXdcwJ6pmMmokjxao1c8Ds14xLQon5MLivhrTzFkC+GknGLV+qYHV5kkECJwI79ZawyWJN0txbI5B2M5EEscOJikltPpkCqPqElZKnHhFTRG1AImAYq+Z7MdshjF7YEftr9nPlT12AwG1Xj+YsT8MbEM/sy/Qvrft7AvUH4zQbr9yvfPSobqIX3FEP1dN8tY+1sT3gwmvHbW+f+tesV7Y0zZqJo6se0aITC2bb8ips4NKj3bT1te7un8SNedWcqf2NRyPw+3xoEX/bFz2h9MtaS4/O+akISgpqMbocSOsTTo+Bj/tUNq1g6OEKC8vx9q1a2uYGy1cuBBNmjSRMsdbbrlFSiK7detmtYShI69x6P0xolGD0vHjx2PJkiU1Xrv88sulbpRGRZTT0kWXSP/MM8+U91etWiUtYEaMUDc1f//pT38ScEvGjEHmlfR37967N0x34qcdfPB36tYKn/5vNeLlYSx6dx16jm0Fb3oAwWAY4ERwP+ueWG8jQDQSEWZGTWRdYmtvACZrsPiaZd5gY1wUG0KJoGYjdJsZGYp1E3WZnBIs6cFeYc19Z3zVIdllhvxMAh16fW60Hd4KvcZ0wajjj0LXHl3kXKWkpKCyslJ+M9q1a4tfPHmFmAd98c7XmPHoAsXC2ltlWJOHPexXfU9tHZNQ7lNSuhfDz+2PWW/Ox7a5OxPmKzpo9kSDp0En90Y4FEHrDq2kFVTtoJEZ5f92gPrRW19g49zt6HRMG9l8WX4FguVhJKUHpKVIRVEQkaooApk+dBzZDilN07Bo/nK0aNnsoLokOlG/YK3oqRccjw7d2mLDik1Y9OlK5C3bhapdevKsXT1rJmpsWRID1sx7tmSOmmQSiOllTd2YBnb7TMboiTTBqZsTWmNcJPeMLg+Is6ZMT25lgqudcz32elUD+Fh7plgi6/4zNaB2Nkle14cRjiDu8+7xJrSAql6XFSIt1n0wPXG4A/5EskzLOe3GSQJaNANr7YBBw7tvdPft1ff5W1+pcEOjvmDPDpYOFTC0A9IfCtT39aze4/bVn1byVRK5KoFhMZehkPpdWza7x5rPfe2jWQlqqRpoDkbWv26DI9M+RyWObEoHsz6bmVQNp+M9rctI6K37RSWcrd20j4V1rIP3fqfj2uLOp36+m8KmaGcxMpv4ZV7rxJERTCeGD5I8f+7cuTj2WMW4M0xJIttisu3Lb37zG+lles011wi5N3r0aHz00Uc/Wo/SRg9K09PT0bdv3xqvMavUtGlT6/Urr7xSTjSRP4HmTTfdJECUJkeMSZMmCfi8+OKLpVEs60jvvPNOMU9y5LlHZkw58Th8+PZCbJ5finhFNZZ/vBUxqbPiRMpWl2IGMyPLMdnZGjLchOxP2FRdk+byKcZUpnH+JC3nYWsIsira1Za1q2oliQmresealMpAyoFdmw6RZYnHbH3bpB6tlv1+7dDsqgBiS2KlQR7cCDRNwul3TcSJ50yW+4gT+0gkgrmz5+P7LxdhzOSjMHDwAGt1Rx09VH6npafi+zdWoHx7pZJBJigYa9kaTc4PwOQxOcePgaf3wvypy1C4uqTOj8bCUeQtKcQnS77F4At6Y9DQAXI89r7EfBATbDdr1kzM0piNpoHRlTddiEuvO1eW5XfA9+jQyve3bduBz97/RvIME085Bm++8hm+eGU5mrQMYOLxx9T7GJw4+IqI1qe2QvyUOHIvzUVRYTGe+O1zWPnRZtNZQoWlFKihP9/9PjKTUb5FGZ5+Te7XfUlU6wg1odU124bptOpWE+S8lUDS7E7dIgRKA2vL+8y+2bCgYVkJeauqrCSXqgW0tRfRi1qMj80kjfudkuNDUooXvoAbnQe3wsIPNqC6NCK9I+VelxYmJmlmZ0gNljEAzvrPns+R24X0VskIV0VQXRiCx++ROm4lzY/tm52s/XpDgK79732yd3YQXwczbNax2+sJcGONIbVY+L2yx9aye2MK9xH7YrHrCsPKc6xkUo8glK9HdfsaJlL1eEVgao7HkviapKoZH+p1DyXOsxlrrM+aXq17BKS6n69JAtnHdmE1lcSWfcrJ/MNVR32sXtY6LuveUioG02/Mqqvew7nmGNNycA6u/dMFdZZ87MotwpJ3VuHtY97DWRefvu/vwonDPni1MBV5MGLcuHF13xs6eP3ec8898tNYolGD0vrEI488Ijc6mVIyH3TWfeyxx6z3OZl8//33RSNNsEpQyyxBY/oSnDi0wSzQmPHd8ersbxCJRhElGPUlAcGwlqXZWQn+w24woiemVhP5ug1/DBPKZWMh1VpInAvlDz2xlXo2LcnlIChMhI1tNAyMbv1AoxElpVNufsogiT0NdR/EOudmNuMkMznQk1S+lN4mBWMuHYKta/Pw3v8+wlFjB2Hu14uwZOYqrJ+1A637NkVZQTmaNmuKnJymyN2Ri43rNqOsuAzNWjVD5xGtsfid9dZ5Un0W1Y5Iyx07i1AXo1Bf+bEO9l2d88JiRKs5EdkHCHe5sPqrbVi6aBnmz16Gcy45RfpwGYBKQEp5y//96p846eLjcPSo4fK6Hbzy+cHrZceOXJGG9hnSHSNGDpX1Dx7eHdUlVWjZMUfAvBONK/j908CBP5f+7hzc8/0/BdwkBmkjxTP3h7mX65CX0ik3apPw720ivTf2TNeTyr0hE2yvruW0T671T4z3qnkW8B5P7Js46RIMUNlhHHktMxUtKdSgNs5JudltJseSkuDPCiA1JwluVxxVRUFUFoQS8mLT59flktrylr0y0aJLE3Tu2xYjxw9DeWk5pr0yAxsW5CLCllN2YOz1qMRZHZN6eYZy941cWTNUlisxJ+36+dZmQDZOvnki+g3pjdKSMiz9fjnadm6Djas24dXbpovPU8Potlrs554SZPJbJw1qv17H8ruXAejyCt0DOTnbi2Hn98O2FXlYP3O73rQ6ty4vvQfcAFUxZLCrg+r7ZojJlVbt2AFqnSDV/P6BE9t9yYVrL8PvPRjUjrfKnVkx/0rZI983mVQpfdHgTYM/AYE+ZZQkr4vaxib5tW/Lui7dAD9jTLlMv1STwKm9f2Ys4vXG+47v6WSjMSBLKB50kjbJJ9eWcs2O7FaWI5uw1VKb+3afoY8hpUUyfvn4Veg/sN9ui9CQLXfjLqS3TMaX7yxAm86tMWLU8H2v24mfgHz3EKksDoM47EDpjBkzavybE8ZHH31UfvYUHTp0wIcffngI9s6JwyVat2uOnB4ZyF8alYSveDGQQTCTKQFRerQzrRFESuuq2fDePrjVmvRYzphGZhQKS8ZWmZh44EoSTZ6eVGpjJCMdlEFXSYXkb6s9S0QGepnAcv01mqjb9VFmn/QAaygY/njYEzEih1e2vQrT/vyVMBi+VB/eSZqBSDAxIK/7YhvWz9iGhR+sQnqLVBRtLUeoLAJ/mhf+NA9ClRE07ZqOnE5ZCJYHhdUoWFsqbIbMl41HijZsMS0kdIFf3RMqe4ucWmC1fAcLf23ney8TKZ7L8q2lePuJD9H/2N54/p+vyPLb1xfgtGumoN+A3nj8/57Fko82o8uAdejcrZMl8a8drVq1lB97TJp8LI4bP8ZpOH4YxOBhg/Drl6/Ca397H6umb0lMgC1Jnm7dIkCpFuNlGCxGbYOw2qDETJ51f1EJzTKqddU2RCLrl5DgJ2rGzT1RS3Kv5btW/Z5RUxhFhQao/Ld5/si2JbEFUW340v0443djcMYFJyI/byeef/h1LPt8Czw+twDUSFUcXr8LA0/phBMvPg5DjhokckLpe0pn6qmfYvmMzSjeXJk4DXYDJSlb0HV1tmNVdYialWICzqWnH9xn/QykedjACd1w2iUnSqmA9f0NVa3bZqXNhts1fQ+TuN2ff4Ilkjxo0TcbpTsqEaqIIlQWqgk4rHpgfbrl31rWKWyykWbb6iMtabQ2urHUNEwSRuXZ2u7oZrjsnnNQXRXEy3PeVteR7bqzHJf5mk5KSi2w9KUFPFlZ6jFZUppwO/+hsuT6hgGCup5YXYIc0yI1e6eqhXe7DwiwzVtKXqvqOOUcREwiIyKuzaoFE4Ghkfpqpt98n4alZD00r3mzEd0WSbUsqw1idRLZUjloMy/rXjE+DzVVUbK8SR4zcaSvXwHc3LaRJHMc5v6YhLG+XhJt12olNdxueJOTcOKtx6DfgJrqPxNMllZWRHDHC9ejXYe2+PbL7/faY7muYOJ065ataNuurVOLejgxpYdK+n8YxGEHSp1w4kBERkYadm2sEoMGJAdkAicDqV02y+yqgEM9aImDrc5y66ytsCdmUDRhmzgoQKgnXjQvYouV5EBC9lRZJdlmCW6DwJU1X3qwk9pSk3Xm8tXVWgYVlwlmrLxSD5xm0mr2ocbUzFY6pCdAehmGmifFEa6KwhXU0jhTI+RnX7o4QuUhNBnUAkef1g+9B3dH81bN8dHrn8HtcWPMlKMRCoZQXlaB/O0FWDBjOcacMhSh6hCmPfkFNny5PTEJFEmznrDa5oU1wp55rv2wNpMW0y+yrky1YYT5gAu4sWtLEd68dxp6ju+CrgPaIzk9BXlbc7ErrwDfvLQM3hQ/ls/egGOn2ABvPcPOqjrReIP34chjRmDp9yux5tMtiEoCR4MJA0Q46Qzq+jRhJmOJa8u6xuya2ET9pOlFqgCsMv+R9cRiCGQloUXvJijeXoGSzZUW+NR7ligJsO2reWYkgI890eS2SfI1G6WZV3m+pKbI/ogzr55kS62f34e2A7Mx8aKjcPq5JwrQZMnLHQ/fjC2bt2Lh7CX4/JU52DSrQADiuNOGY8To4QJETbDu6NP/fYPKXVUyyU+wflrWKCBbPWPsjLQk8qR0lufL9mSShACQ1iKA9gOb4co7z5M2TXVNxGlq+MmrXyIGglvbd2PCKEgMDvC4cezPhyElPYAu/Tph0TfLseCdFQiWVCdAiCxrekvqpILPp55X/A7pExAMKfmnXB/a4Mmq2a1pmsV6f64qkO3DLx69BtPfmIEZT86TftjW920SFhxzzPdmJKGSsFPuxbHKCmHSVRLvR5i06uNjz0wFu/S1KpgrITNmeyC3NFuMIVZZpY7BSF0ZsRjcHEckUaHVADZm1JLzGuBqwkrO6Ld5jyb5xCRIXiaYFTMwyscjct/ZAak1juraZwMgZQwSVYIN6Jv6cLku9MueZHVMBKI6cSJMr00JsXvvUbZ9ssvL1Vjlb5qKY68ZgouuPXePIJP+Btf//jx07dZFEp1TThpfb0DKMhMuO/u776UsrX2HRJsZJxp3CAfxY+9EIwpnRuXEERmhUBhR1j9VJSYo7uRkmYDJJE6bDMngqaWvMkGgLb6eiO3WOmb3gq8EU2AcNEWGGxbwGZcsfMSSN1kTJQNGOWjrDK2a6fhV9paDrQGNMg9T/Q+tnogC2EyLGRvDIvth/cfaRxn4JF2nDVPkMNREi/vvTXLhxFvHYOLpx6J1m9YyAM6bvQAz/jsXVbuqsHzmapxwzXGYdNIEWeXwsUMRDoXRoWN79B/WF0/f/xK+f3EZYhE1kZQMeUNaBJgwkwcjwZLvJnHOpRF5UxqwxNG8ZxN0HNwWwycPweyPFyC7bRY2ztuK719YgljMJb1XszpnYPTF/XDu1aegRYvmMilw4qcbnOilZaUiJcePsh3VGg/G4YrZVA1yn5LR15JXYfa1aqIWOyo12qwPF+aIAFH36mRoNnDsDcNw9nWnIj0jHb+cfA+a9W6Cil2VqGLbIrtM38jxGUamK88PTvDVs0fJ+c0MXUkXpdbTpqKQT/LZQlWCx2dJJJlcIig9+pS+OOeims6KnMSuXbkB376/EDuWlyDudiNcGsKTv3wTm9Zsxao56zFs8gCUl5Rjx4Z8rJi+Req29UnVCSJbX1c+F/Xk3WK7TJ28PeJAUpoHZ951LHoP6oEevbtb/ffI+JDpobz+uX/9Dzs370IsHkfB5mL4UrwIlWtwY3/m2s2e4i607J8t3/nm5Ttw2S0XIVgdwox/zVX7QcBJlo3fu12VId+pRzG3aam6V7NeXs6lR4CXBUxqGw3pU0FX8umvfo7509cgWGVkoWF9NmrJiPcgyWWSNO6ylUAcirBLhXULGDk7hq1kAsY4SGsG0ZWcrCTIUl7hQ7yyMlFDajnfamO+KGuPeW3yOW6Mvrg57W5uqQL4Ob6nn/lMAGvPBhn/eF8SiBKU8oNMGuj7x4BLF835mABmaMNAK+HK7etEgmWUZJIq4ahOFqikkjwPRGrNBI86JmHQrdpfDaqN/N66ntwiR09rm4bz7zkep5970l7Zy+VLl+ODlz7BRT8/R0oO9sV0kln9ftY8hCNRBJL9GDpsEIYeNdjxSjnM4mDWlB6O4YBSJ47IKMjbBZRWaubRK9lemaBy8qYdcq1WLgzj7Gfs3zlU72uyUBdI5SBImbB537CuZA+M7JeTXBIqWsblCiSpwZqDKYETB2AO0PK3kuWpz+oWDPaanNrGhTLe22vq7O/pf5gaN+lWE8ewC/ogNTMVLVq2EHOgpx9+CUs/W42yreUy+V3zyWa8XTFdQCnZlw4d2mPBvEX4131P4vzrzsToU4dj4TurECzWPWAbYjhiB52cLDJrz+y1tCKwSTBdQHLTACbdMhpTzh6PnGY5mP7uZ3jxD2+jYE0xkpsEUFkQRFbnTHQY3ArDJvXH0NGDxRTHcTo8cqKkoBRl2yptjCf7fprrnq2YPLSiVv82LKqW0wvg1IkeqQWlFF96EEYT7rSUpNrYs1A4ii5dlZP1mXdMQWUlJe4hvPbb6Yiano/iHMqEUOL+EyZH9kGDLTeN0jyAX4EbSSYREBhJodS5qYky7w2r5k1Pupt1TkGHoa1x9DG7N0UncDvh1EmYcPw43Hnln7Hk3Q3oNKo5Og1qi1ETh6P3oO7o3L0Ttm3Zge8/eBleXwyhKp0QEiYqkUyzpJR2BtEwvbq9jblvPX43RlzUFxddc95uE/Dq6mpJEH783meY9sgshMuUuZtIPbmAkdHWDkuhAhxzEevx4kjJCIhpYs/+3SVpVbkzqFUvenmd9LOYPTKYPOflFQkJdSiEWFW1lh2b70nLou3twjRrHA2HMf0v32pzO1sJh31f65OYszGSh5wt1cytADQD2HVphcUycozk+wTcZENFd+xRtaYEgpYRlJGe67ZDsQQzXdvvwKqdNhJpU4NMACqKJt3SxQBC3apJQDCvP60KQCrBchJcTNLwO5JrVbP4RjKtgakFSMnkimmXfk+PO3Sbln0wCSkmNOjxIGopHic/TcBr6oDdcPu8yOmVjev/dgFGHZNo8bKniESi+PLJuVg7dzN+/+wv0aZN6z0uS/O9GZ9+jeymWRgyrK/VVsYBpIdf8FJkab4TKhxQ6sQRGdu3FSAmkjI1MYzTfIGAqUkW4syG5hYkJgHMGBsGpBbLWCPqM3GwZ9e1vE9kR8YkSG9D2A5T16YZETF5SEtRg3B2AKCUTGf1lbsvGYJa+1h7n838wPL0T9T62GukVHpcycxWfLoOp111PJKTk/He69Pwyd/nIFrFibCp9wGy22ZYMj9+ZuF3S/DJw9/i2xfnIzkzCeEKPXHXLsRcN2u92FqFk46K3Kq9usRJ5lsDUpE7a4a3xaDmsu0+Y7riuJPHoF37dvL6v+7/Lz7711xEK0NIb5OMa/95PtIy0tC7X09pD+PUgR6ZsWHRFksxKxNamRwbF1QNaIwRi5HtE3jy/ozremgJxYR2HNkCXYe1w/IvNyBvaRGiYZ2s0iqJzCaJHoRnnHcKcnPzUFlRibmfrsL6OUVq8q7bUIk8kKFbqUj9de0MujWp1veaNkqTRJVmLKlstSb7VID4fRh7/kBceeOFe5UDEhgefcIgDJvUD8efPmm3NkotWrTAw2/3xIK5C/HBs59i9VebULKxwpJfWlJGk2iTR52ui7cluszvpDQfRp8wTAwKTcspE4WFRXj2L//D5iW5iFYGEZNaRlMTmGhpY6TWSjatgLn67cHmldtksXNvOl22sW3TdsWCmf206vE1GKoFEpUrMcGOV9UZ8rkjz+iYpXpRx8XVqe/LlZKsPlvGvskxxSjb8JXFjhtAZJlt7aGtkLUzB3DWutdxqhYANoZMvNJ0fSkZebdPGRhZrDwTJEzS6PYwpnWKbaO2a5L9bL0KzNcq1ZA0bA2PBNs+m3MkqgWtDNI9f93JSiEDD+tUPYrlpk9DVZWUuDARbGqtLb8HozbS7Y2YoK4hx9XPBuWqS9Y4rEpvDDhnAkjkyuq8STJZs7SUPLcf3Rq3PnwpevVJ9MjeW2RmZUiLpw0ztuGO0/6EM399PCaceKzcG0zSlJaWIndHPjweN1q2aoGjRw912pD9BIJ3gG7854QDSp04UqMor1TVp3AyxCwoM74chErLE/WblrGDve+Yrc9ZHUzoPsNeJ1OX9IuZeDOYGymt2ZY4B1UpSS/ZU52JJqCWZTlem8/UiUut0T7xWxx89QTCsAJWXwplQJHVPgN9+vUW0Dln2mLxJ5J39YSs5wkdMfbMo/HbS+/HjfdfJhLfGc/NQqQ6huJNFShBBTxJLnQ4uhW6Dm+P1l1aIjk1GaVFZRh3wmi89vjb+OyRWTXcEK3jN8EJXnW1/PZnJKHVgBx0HNwOZ1x1IrKbZouTrmFbKP0r2Fokk/FW/ZvgZ/efi6NGDNv3d+PEYRG8LwsLC1FdHUSTJkqiye+cv/fWX40Tu4KNJTX72lrmZBrgiFxPJU7cSV7EKckl86hZMdYMupNcaDOwCToMbo8b775CJoZlZWWY9dUc/Pc3b6JoU6WSr3qAz5+Yh1DonzjrqpPRuUsntGzZQgDSSVeOweuhmchdUYFYUZnaBS0tlMm+gF5lXiS/dcJKOdbaJJaawVKT6URtrJIwaoOV1CQMGzNgn/VpvH/OOP+UvS7D8zti9NHys2H9Bvz9V//Big/WJeS86gtSrJEB+5otS7QCYV2pG9UlEfzrppdx+f2VmHLyxBrbocnRbQ/djLt/9gA2fb1d1TMK6xiHyyhYLAOqBFtmkgZ8+bunl4qr6vLP1yO9WQryVxSL0VHiOW2Mi/hSXUAt4bBupKgWM2dqInnerWQcECe7akzojBmVSS3YTN3EJIcAlrW/BLv83g0YtCTdDW83VL/YyzqNgIBAVCcrpZ5W99pWTLiunbTcdlWtpdw3KSmKua9QpoGWwZE9ESt+AryuE2y61BkbNtmAUfll+n3z+41YMna5R/R9arV9Sda1wCkB5Q9RWq7+Ld8RkyYmqVDbQVjVCcs9ZB9z5D5ScwHjJGzJvjUYVn4Sdmk/GVIfmnTLxK2PXIZevXvW6xuhFPe9Fz9EVUGVAPO8xUV44vL/4fUe09B9TEfZ1rhThiMzOxPde3TDju070KFjh4Z+8U400qjVav2IDgeUOnHEBSeQq2dtkxYwAkg5rJSUKQCq610E+Il0hwMy+5dFrPpQGbA5oBp3yfpOHux1SHYTFT346YVUJtbrEXWTrFVPVFVLBT0RMoOtmuIpyZSZ0NQ16TBZavO3PYzrp+3f5h8uxNBvfE+pt+T6UzLo/GvvrxjD5nn5eGrO66guDGPm2G8x/qSxCJbrlhd6wnHCb8di6LhB2LppB8qKy9GuVQ7adW6D72bMxbLP1yUy5Lp2124kozLbIWWY4XVhxOUD8cs/37RHAMLJ9R2P3ITvzpiDYSMGO+1afiJB4Lli+UrMnbUUH720BKGSENKyPSLPi4bCSPK70bJbU7Tv3RqRUARFeSVo37ONfK5r706YP3MR8pcXqsmwuX4Nu2jYxmgMyU38GHByVxw1ZRCWz12LzUu2I3f5LlQWhpHVKRvn3jYRU06dKPeEAXqUh048YTxWLVyH9x+YhbjkR7wIx7z44onFmPPOalz/97MxfvI4kdgdf9JEDBzSD++9/glWfLseOzeUonBdGaJkTq1JvqqXEzAX5+Q4SUmJKRnU4NRM7DVvJKHYSfVMSG6RiqPO7oHWbWo6Rx+I6NS5E+559ja8+Nir+PTRb1CRV6Xqxk0YmSdbvRj3Uu1wzNc5sa/Id6F5q2Z1rp/n99q7L8Htc/6EwrUVtuoEzZIKGDf1fIa1NKhKXMjkXJZsqUbx5mprnywHcHtYBF2tdiFahRJjnaRbyTgpj7batdg97khR01nWlsRUwpXdWVBhyOngapIR9jHkoIFRs/F9va+Skhb4so8XJiHA1j+UjOrEpGGexSnYmmEn6rMtYGnMgIwKwb5unVBVL9kyqyIhDisAynFI6j2VUoH3rHwXlA4neYEWTRD3qX6jrp1FcBWXJWrC7TN/22An91Ltc67ZftaQCktuakiFqXfDHY0gvX0qgiVBVO2q1jLhkNQ7dx/fDpfdfla9ACnB6KoVq5GZnYG57yzR1zNvkShiYSB/yS7kLy2ELyOAwcf0xuixI+WZ06aOHqdO/PSZ0jh++uGAUieOuFixbBV2btVNvXmbB0Mqs6olVXHK9HR21SxjsrIiHWPmnJCRA5ExNzCSOmNEsi9pby3HvhrLCWOinWoJFu1GRLKIbv8gy3N3bKyJqeGx1m8Wqn0WatgcavmwjSy1GFM3fBzstVTulMsnYu5LS9X+aelcxU5lzc+JyoyX5+OTx79G8aZyJOf4EamOIKdbJjatyMX2zV9g0TtrEasMi0xJmVb4ECmtUIyCnpwJAKXskKBTTFy0y2E0irbDW+Pn91y7V0aMQcOUyScq4yUnfhpB6esjv30NuasrEatS8rvK3JgyDdPtkbbN34V58dUJl2zPckvyJ9JNXXsm15PlvpowWOGtdelfTsXp558inz/pdAWG2ad2/ZoN6Nazi5iQ2KOiogLLl67EwMH9Meb4EVg4Yx22LatUt5ywSxGUbyzGu09+irHjR1uOzWwxdMb5U7Bu6AaUl1bg9b9/jO2LgWBBuZL011IKWO0hzMReTL8IsJTU0XIFdyckp30mdcAd993QoLYSDQneZ9fffjUmnjEOC75bjLf+7yMUri6xtbVR5Q+cYFvgxIC+aBTh8iBWLV6NwUN3r3Vl0EX0vndvw9MPvIJN83Oxc0VxTb8pARO2blh2EyGGVk+oZF4Mcbf+d5QsqyH9TJJC9xc10lC9EevZFI2xdWxNgLkv8Fgb1JkwY4YdADeGqDUWWY61DA3IlLw8qlrfMNlgjLYqKZMNqySucWQ2LDJBIoGhMebSLLfVAkm5itUwCUqod6haYC11RFhNltIIa2lALe99mgf6kxDnWBXh+OwCmmapljMlZaoWldN/fb2Yk16Dwa59/Aw9ril5vFvKZ9yRanQf1QI/v/8yfP7Rd5j7yQpUFoXQpns2TrxoLI4aMbRePgU87jWr1+KByx9FeW45qouC4hgtU4hYDB6/B/1P745WXZsjp3UTDB4+0Co7cVzffzrBMcmR7ybCubKdOOIiKzsTHldMJpsC7kxDbp9mCympEuBpGqEb2ZlmVzg5MYxqbVBZFyC1h3lPBtwE9lOTIE6IjGmIrj+yltfyN2aF+Roz1ayJlcbjBMQaRJvY1yS0lguvJUcykyQjpXLFUbKr3FpuZ25Boq+itHfgoO0VUwf+zl9ZhiZtPLju2QsweMRAFBYUoklOEyxfvApv/PNTxKrDclxRHie3GVZux7I3mqmyJn3azl9MjbSZTNv+rfYJSJ34aQaNPy646Tj87YZ3EBXJnam/VAAuUdOoP2D6dRrHa3mPdW81wZ5VZyaOuUD+toIaII7Me9u2beSndmzauAl/vORvaNktB4P+PQB9+vXCvc/dgiceehXzP96GSDElg4r5WPfZJvznb8/h0hsukPpsBmXnZPI52Tx69DBxtX7vP59ixbT1CJfZzLz4m2oNXVpg2tC43D4FuEjNanZUWmH4fEii8deZRx80QGqPbt27yU+nHh3wx1MfR5i7XlWlE3ValmxzIjfS3ngkhrfu/wTtu7TFqLEjd1sv951GUfc9+VtMfXMaHr/2bYtxVS28tPGUmMhp93E+R/Q5M6UQUhNoGEABQra2ICLNpEkPa/l1b0oNcKV/tPUcVrWI1vmsL5tZg4Gz/qNa+Vi1jQcp9vbdW8qaxLJKbmuyNPplkS6r5KfVG5e3Tlm5ZT4nYyidd918VscS582sg9+JXLem97YNlMu+2Pap9n6bJAxBp4y7BLt0qGePUqVgEodpKp8qg7q9uEsB1KaZal8qqwGqocQbQj8jLIC6h9MjCWst3Y/FRc6f2TSOs26ZiPGTxyArKwuXXtMOF10ZFcaTtZ8Nuddyc3Px4PX/xWm/nISVc9fiqAmDsG3jDnz8729RuK4EJ/32GFz9y8scV/ifeChhjANKTTig1IkjLtq0bY0WHQPYUk43Wx9g2sJIglbXLUmpiBm8tPufqTnRkxSbGGvfkqvaLKlxvpCNGqWqrQE97ee1c6YlV9P/FpmxtIqwg9d6HLgl7a31ADQvG+MPLYUzze5Xz9qMXbt2IT9vJ1578EOR6CkjGBdcyew/50KzbqkYc+5ANG2ehfEnjJWBdOni5Zg/axlmf7gK+WvKEQ3GgIxMuDiJ4ARDkgLKoEnV/OgWPNVBxILVcAc4cddJAdb4ed1Y8dkGLFqwBDnNmqJjJ6em5kgL1pGylZM4ftruSQVIxeHHUgpYIIgJHOnlSVMWJT+UOk2rJ6RuJaFrHYOVum9wPSIcjqB4czm6DW8v4JX3BJnU3z90E94d/iFefWgmSjezjZMP4coo3r3vKyyfvRmjTh+M1LRk9B/YC+3bt5N10Vho7PgxGDV2BN548R28df9HKFpfZrFtVq9E7f4prxOAmgk+7yXD/nrcCFe58PKjn2P4iKF7TeTQyXPJwqVY9P1KFO/i9uJICviQnZOBsy4+RY6rvq6efQf0Qev+TbDx27waIFSAhLTt0IoPtsLSiabSzRV47OYXEHgygCFHDa5zvTyuJd+uwJjLemPU8UMx/aWZmPvySkvlYTGOfKxyEq+VK5aXkH6WGSbOeqxHNdMqjsa2On4hT5VcVJ6FkvirBa71sTVIamuoOX7M7iDekKhrm/XeD1t5x25lHArYK8hJJ2WdAJXzQCMj/Rk+o8XxWYN03ovm/OqEg4QZT0zPUsN88lyasdSS8Gp5rTk/hmE2yVFuw7xHkMkfmg5VB+HOTFfLUuK7q0SV3vDzKQHFkBaX2kytNAvL+8kAVH3stc+FPFd4SVRVwZOeij7Ht8Uv779S2oeZ+4yMJX/2x/U2JycH3Ua0xzfvL8QFt5yMIcPUtX/yucdj7ncL0HuAKptx4qcdfEqF2HvZCQkHlDpxxAXt0/uP64qtK5Yo6R8NdBiaaZGecpQJcfJrb7BtYxCtutC6JgJmUJb3952lrlkRZmNPzfpt7Kqwo2YibuRqVg3OHpjQGv5GttfMIF/DWMJI1jzWPmybm49fn3IvirdVobKgWg/qyuBBJlbsJ1gUQVFBOVp2aI7/PfMuVszdgnXzShALacDg9gIBNd0xxyQTVfaiswxQdDsBmtZ4ffCmJyOtCR/WqfAF3Bh8Um9k5GRi+9Y8tGm3Z7t8J3660bJVM7jZK5K1ZGL8pSaPqiZU11UzapjFKBCnZJg+NaGW2jiXyOUI4HypPrQb0gyn3TARo47dd/sGE506d8TpvxuPvoN77caunnHuyejYtR1e+us72DQvD9W7qhGJuLFmVjFWr56LJF8Y19/jQdOmTayWDgxOcs+55AzM/WgRijdV6nYv2mzFuJrq4zXmRoKjTAJLy1H52vZlpXj8wecw4dRR6NCpvUyeycpyGzR++uSDzzHtP19i84JdiIZ0/aru6ej2e/D5c7PQtm9znHfjqWjWIkccePcUlDG///o05C3OS7S9ShxUAiwK6Eh8P7FYFDuXFeH+cx/Dr1+8GkePYiuX3WPK+cchJTVZavVS01KwcUEeCtdXIEZgZJM6m36t3Ja0x+F2zXOU50y76loSU72svexBGECa2jBpKWoQXceva0lVXSN2k7rW6FO51ySl9Z99h60sI0HSJuo296rOsbOh1vVpyjnq+IyRV2uQaZl/6ZpOo6hRbsQhvbgCmgqQalMry4hLSaftUnZlypdINprrWoyf4onvT8ZhYa6N4Z/eR60WkGQTgSe/I26fdbrBMFzJ2pCIrrtl5ZaDclyUONHE92RyC3UBUhPyXbrgD0TxszvOFaOyAxWU+Hbu0w4TTh2BTRu2o0u3zsK+Ujkx6cTxB2w7TjTuYBrIYUoT4YBSJ47IkEHJgEc6IXJywskqLd45wFmyXSNrYm2nrkq3pD91DOqmhkkGcG39r9dh27j6beptqDeyssI21tVkne21ZTLIaymv7Ett5tM2WRFwmZCa7dZs3lrcNH03k169Xf7yB6T32ta5O1X9mnYblEmbbjRPBqSyKIIvXl6PGa9uSNj1i+LZhbjHpzdhmrJbmpVE70KbDNqdEkBWCy/6HN8dbTo3R8sOLTBoaD+pwaMDML8LkV47ccRFuw5tpI1QeYkCkwIQ+IZJ8NjvN92yyLA1Moklw+/1CvtBIJPdJR0X3HMKevXvgXbt2zZIGh4KhbBu7XpsXLYVaxdsQs/e3S1ZronBQwai77O9UVxcjO+/mY/n/zANZTtDwK5ihH0+PPqbj/FK2y9w1PjOOOX8ySJR5vUdDodRnFdp1d9ZLTU4IbccXJMQSPegeY8spGYHEA1HkbumBGWFatGsFh4MmtABTVtk4ov3v8H2de+irKACkWAEqZl+VJWFsPG7fMTZjVgkzqbOXpOGlVFsn5uPHfPzsfjd1chom46Og1qgdbeWaN+1NdYu2YCdmwvRqV87BCurMfvNRchfUYRoaPd7U5hI2/chx2VMzMTJNoby7ZV45u7X0PONHjI5rx2sO5319Wxs3boNvfv1wsV/PBn/+fV7KM+ttBKKEtK7VbnfStjfMyoXw5jqZegynminaaul5HPWm3BFF6dzqx7ZrnbR0mlx0SUjWI8epPWJWs/GxONbn0eb1LaGYVJt+euewGstttQYfomhEL8zmh2J63kccWNqJGOSlkObddjd2804JjulW+tQdsv7T4PdOBFhTINckdB71bnTfUKtfRFWVatpbCoAuZY4XlcFVVKKigHN6MpnqlUywpuditZ9slBdHkLxliqECQCYSNXjiOWhYP9dq56Y12pSildasRzo6D+wB1558kNkNE1Fh84bMWQPtdVO/HRDxCNOTakVDih14oiLvLw8fPfeKivDa9oWxDmhLK9I2PnrnneWVDdWD8mUnhDU6HdmX7YugwxrIqhro6RONJJo7WA+b890W46OCcWi9YcFMBOTBbsMOLFPeiImckAFMOW3OBlSNqRXXlklWWypLQqqCYpkopmR5iRetqcNmTh58doGb7MPsE1OyLKKw7De5zgnrInJU7O+TXHmDWOQnJaCbj07ifW9affiGD0c2bFt6w4Eqyjh8yZqqe01fjVmmboO3MgMNdOjEipupLbw4+qHz8P4Kcfu174QOD5623NY+81OJKW6semmzejZq8duy1GC17x5cxx/6iT0G9IHMz/+Fq/dMwPh8hDCSEX5zihWzN6EuV8/hRGTu+Giy89QINFeW22OKRZDVqc0tOnXHBsWFOCSe49H30G9pE6ezEtebj7eeWE6NizegaGTeokEt2Wb5tixORcLP12HsoIwynfQhEnLKCVBxBYdSpLJsKS22rSNoLW6NILq5UXiBgosk8+o5BPwfXyJPv17L1+QPtCmTILPHkkq6ASe/vzGb3Jxz7WPYPgJAzDl1PHIzMy0VsE2QP+47jmEq8LIbpeO/PUVCJOQNUkHhqlzl79Nfb6WYuprwHrNmOno55aqRXUpSTT3p1q77FZXJ0C0GLD5pbY3werp4zZ1q+KMvB9hH09qJzHrOrcictFspjFk2mOyzr6OWmBav22FNs6Tc2XriSv9b+U4I7U8pVjuwvuQ58S0jLHVbJptMflLt3uWy4hcWo93kmCNIsax12yLoJjXpAaovAZlfzguSTITVtsZ0/aFY5RI9Olq7PPBk5qEU34xDJded57cqy88/hreu+/LROmL7rGtbJ3NadDXhT6f3lQ/ek7piOv+cOEBb8HCfXr89y9j7cztsk+RqhB69+mxW2LLiZ92kCUVjw0nJJyZnRNHXDALP/Lkbpj+xGLJUIl5iKkfZW2IlrDJBMcAPZn0mBYHe1m5mUDYDVfk9b18xpqAGAZV1cOR1RGgZxmDmLlFgjkRQyYz/9bgsIbMT9ZXC5Dq5YzphJFCSauJtBQgNdkCvZRAsTbHlZWhljW1QNoV10zqmEWX/TUss8gN1blVEwCyWKquJ85Jn62mVmpM5SXVwiEUdmHUcUeLCYwTTthj8byViFYlnKete0fX+9V83SRobO2GtDNoSo4f1z22OyDduXMn8nN3onnLZpj//WJMmDzOSojUDkpuOw9ui3WzCuHzu5GRmbHXfWdChfWjZ114CpJ8Xsx4dS42zi3EaXeOx3mXniEOv4/88WVsPHYzevbsjtN+PhHP/vodlOcpsyQx94nHkJzlx01/vhzzv1+K5q1z0Kx5jhitlJaWyb5uXZGHTbPysWVWrkzQo2GlbAAVC5JwSvSXVKclYWBjd/YVx2KeUg0CVJuaWn0+DRi1zvE+vkDDVMqjRxvoyDNASVC8KT5MvGAURo07uoakmcFj631cZ2xbkYcN3+RZrq8mEShsmWmfJSynqlkVuaY25zHKE+vRrD+fMObRYExLPU0NqZRz6ASlxaKK0Vyt5OP+1Ijao6GmVFYZZi05r219lux2tw/VkvdaY0sM8UrdbszutWC1bEnIiC2TPrtc3r5+2+4I46pdsq3SFGsQMCyoVhoRfGqJvVmR+BjwOzHSYt1mKFEuo/YjKT0J/U/thlEnDML4KcrfYPa3c/HV68vgSvLDlxJAIEMpfNhLO1hIQy6duBJm3ItAs1T0Htcax5x5NI6bPPagmOtR7h6qCiPGNkLhKGY+NhcDRvbE8adMOuDbcqIxBxvvOaDUhANKnTjignVVV9x8Iea8vwo7N1QLIItzskYWj6YJ8Zg4CyJqGnubFjG1JFl1Zq/tE5Qab9RvwmIz2TC1YfK3zc3Qagsh7rUqS6zs9RMSXFdqimIH6FJqakStCbqq/ZHsv0xWPUBaMuJsOi4yKC19ZD+/rHS1TZ4b1tgKkFUMicw3RJ7LdVBqRUmUPgwjrTR9FLmf/JMTYpuxhRsxZLWn9DAmjp3BihiGTO7kAFIn6lQ4zHx9oXJdNQYsHs0o2g1W7BNkkYzy3tD3k9QJJuG46/pIX9Hak8SXnngL6xZuxd3/vhnjxo/eIyA1UV0RElm6N+BFEq/tegSZkHMvPRNde3fGvWc+hhWz1yH/+J1o164t7vvHjTIB5j1Oo5NjrzkK0/8xG6HiagvQbV+wE9Pf+gKX33ShsKNclqCUrCINyfzJHrTqk4Wt3+er5wkn78YpXFglfb74uqgUoqrmMxxR8scazzDWhDPxZeSt9pr6hFy2Bjtd13POcnVNJO1EGWKXJbvdSG+ThuGjh0qrmbqSiVfdcRH++8CL2DwrF1FTVmFaSRlm087Q8bln6hetY0pIS9X1kXhd3pIa1UQbEAlT12gUH/LHXoxy9hR2Vn9PALTO12tlOGtXbdRYzO6gp83A7AvYv8fa+15L0WPqO9X4Qpm3aqukbcH0R3TikcDOGqMS14tpz8SxSurAzTndzQfB3LcJw0FlhqRAsPyb7KmUkDBLoepQXb5kuFjDzOshMxUjL+yO39x7naWmWb9uA/577weorohj5GW9MfaEoejSozO8Xg/Wr9mIxfNX48OnFqF6a7F89+7UVIy6vB9+fffPLGXOwQhe4617NMPGr3Nl33moG1dvPWjbc+Lw71N6JIQDSp04IoMTw7Y9m6BgU67KwnICwskuJ2aBANyhsK494RipB0FjZW+bxOzT/bC2bNe8Vme2WjUbt7L3MthzUFbuoTUYIJtDYZyutlpaTPbTlZ4KpKSoxQqKEq0iOEhz0kkAzjcpszVMJ4G5kd0yI22xtHZ5nN6eBrVySIYFFVMoSnc96lyK06ZahzscVRloW7N0xVzEkdPOjxbtU7Hi6wKcfG0/ZDVNx8mnO5liJ3aP6e/NQO6KcnUtc6qr69vk2tIMijAwpnaR4VW9POW6lcSKYl/yNxcJCCUbx7rQ9Iw0kdje9NurUF5eXkM2urdo1akZhp0dwuiThiI7O7tBx8O+pl1HtcaKzzZh4UlL0fqUVtJWwkSXrp1x7a/aIyMrBa/89hNEg5RSkslzoTC3GMuWrMCAQf1kwm8m4AX5u9B7RFesXbwV25eW1gTsmj20Wkvp+1EYRp5LSiuNBNWwVFxvNGi5FksY0x0B7Cp5pcBrHdJRs93aYMxI/eWZwuSCC/4MH878TU3Jbl1ux5POHYdln65H4fpylRCzr18kp8b1VdesGuZUzoMBl5pdVRnAhKxYP0cTfVYT7WAEAJvXzHmwP/frMR4YwyrLjGk3enlPQFXBQBP7hsAG/O++HiVXtZkdGQBpylOs+lBbiBOt3dtAqXSsc2jOkQG9JplDJY+5BmlORmmtjHGJ0hFrd/X1Q0Aaq6zULKhx0lbjh0m+ym/dK9yd5sfEG/qjWatsBAJJGDt+RI3yjl0FhRgyoTO69GmHE0+dXMOQjMZdLVo1x/QXV8CVnQlQEhyJYM2cLVgwbyEGDx100Foqsc589XfbtaoohpwuqTjhLMfg6EgLsqRhtvRyQsIBpU4ckcEM6DV3XoD/y/sPNi8shataTzjILPqTVAaWcjnWQYnroZGhanBlQNue6n0Y1kQp0X5ConbdUC05nDX5kXpMzWTqyV+sabpiGIvKtdW+B4jwNlZyY7AehWwvB2XWQhnGsnlTLZvVoNMy3TVGMIkJlpmYSYbasAfCTOn9svoAEgzoZvOWQZIG+Dpz7iIgZf84m+OlmgdyMuxBJBpHenaySAznz1iHv798u9OH1Ik6o1vvjmjZdwnyVpUjVs3aZJsC0JJl2pysjfzeTM5F4uuC2xtBRWEF8nLz0LlLZ3ToqNq5MPi7voCUcel1FwhL2dDWDTTqWrp4GXZuKsVlD5yMicePq3M5Tq679euK/qeux9rvtiNaHREwsOD91di+eidadvkM1991uQWIq6uq0XtQD2xclauZUA3GrBp3GwjSIMACWgQe9tpLhmEeayfS9CctCaVhK42aRICmqWfXLqzy3SRMgOTZKioOxbC5PD6MGHfUXtlp9oqlGVSz7u+icHN1ohWOfs7Jc9qnQZUxd7MY3JrAq0aJgwVaE9uqAUKNU682ZUqoVfRzsbbj7h7GBAGjdlMgqb3A7uPAbjWl9lOvJda2ulA5x3aTPHvYJM6WTJaspzUIJMpBdmO6TZsyKR3RjLPdTEk+qs3rBHgmkqbqGqLKiJJYbXJkJS5qSXwTB6tKUsSd2dT7qiSDMu3TJn8mKRsKiTHyCaePRY+e3es8581b5OCaWy+qs1aT18dH785EdalKarlSkxEvq8C22fm474KnceWDJ+Kk04/HgQwFrF149Zl3Ubi+TK4rnx+YeNWIA1636kTjD94G0XrLd134qYcDSp04YqNT50645aGL8dCtL6IkP4iKbVU6k6v6k5m6FakpikbgMg3qjfzV0IjSJ1EbE0ntTU2QqcZ7U5OzBzbVFFfpj5keeabGxnJ8FGbAuAMrwCuN3znQsRaUvdu4LN0nyyo0C+CCq7Ia8ex0vf+GZdIPOLHz14yTYUl96t/iNqnrYw3wlPpRm5zNTEYI0oVt1YDUE4zAVR0SWa814bOBVq83joymfnTv3w55G4vQa2hbpy+bE3uMo0cehchtUTxwxWsJwCFAsxYgMiFMHFk/gifD3MTRcXgz3Pf0bRYr+UNMs5jc2ts1m5+fj7dfmoaivGIMHdcfbrcLsz9diEg4Bo/Pg6NP74dJJ40XGe6egqD30l+dhcfvfhk71xai+4i2cuybl+QjkFGOFUtXof+gvtLntHW7VlIT27RlJtJaBlBekACVIp2kyVi8FpPHXo6UVopBT8LoxUikE6yX6dusARDbPOlWOzDPS9OqSp51qk5UGQjphJsYTxkgpb831pRTvhiKIly71Uod55uAPsI6PG3EI66uUoqgDdWYWDQyUj5vWIah3qlFStaa4GmZr6mxFVCv2U1Rqph2KHpZMeKRZ7E6svrwl2o7sTqAmUlQ7qWdjB1IG5M7XuHGwbZ21HDgtU96VeImwQBq9UodctqEu6/2CZC6Yg0KbQy1Wp9bjZe8zgRIktnkWBoXhYLF2lsgW7GeljEVv1OjfpDXeI4tu3vFpBrgbNYTiSBSEsfj97+OHgPaIC0jgDMuONmqR6aZ0N6AXlFREdavzEdqpguhaiBS7UJMWsLFUV0Uwht/+RhDjh4ovYcPRKxYsQpVldUIB0P4/L9zEY/G4U7y4Jy7x+L0C046INtw4vAKcv6O0VEiHFDqxBEd7Hn364cvwmN/eA3r8ipFqCvZbE50ODhRzuvSIJXDo5nAaoBo1TSFTA1orbYUtvYCMlmy5me1M+SJDLvU7HCCZJOd0QSI4c4vrlkzpQGeTB44iaL8iEBSTwpke9xH9nPjZzjIa0mUKxhBPIkTSw9iPg/cYlJEIyJ3wv5fNqprQ7krup6KwNIlrWyAmDj3uhAjQ8FJKJkL7r+ZhHAbuv7U1Lbx73A0jk2rgzIJHDi2K867+OSDWsPjxOEdIlP1qbZEcs9JEiUxIVfGXRpASaJITWJdWsKb0tSN7mNa48RLj60hkz0QwVZFjLqu351bC7F4+jp8+cxyqx7u4ocm47TzThRAuy9Q3KtPd1RUVCI1K4A1W4KYu2Mdek5oi0v+cBoCAT+OGjEU27Zuk76jnDyzHjsYDGHl/G2oKK1Q4F1qy/V8njJKrtgYkpk6P0umqoEoE3ReL9wpKQIgpJbXgDKfVwE1Sn5Zy8n3GB4P3KYPJMGuHTBZbJ1hS3XLKs2qhssjeOkfb2LC2cegU9cOe+yJyusgJcNv7b9Vfy/b0N+HPDsh0mSRJxuwbDczUl9cgo0TTGh+6/63TPixLUoNxlhvqEaf6noA0j2VeNjPjQA/vV4DPm09UGueT7Mfe6jNrKHk0QOGnSyXMcO0vtFjlnGi1efKmFhZ0mEBkcZNXSVHE1Jn9jPldaZBpbRg0sysrjtWEl1dJ2qSuGIopY/JJEF4jcr9q74LZean68iNwZV8727E3B6s+iIfK2fkI72ZD8NGDxLp+2svvIMZr87D0Ck9Me74kaiuDqJ7j641GFP2BL3roZ+hcFcRCgp24b0XZ2Lu25vU9sMR5C4twQM/fwx/evb23Yy36hvBYBDbt+0QRUbHju3x+fSZePLnbyJUSfmxD/GkJPgCSZJUcuII7VPqGB1Z4YBSJ474aN+hHZIzkuBJCyBWTdZATWisTDvLfzgYBvxKrsbJiDgA6kw95b503uTExWSJ7bIwaT5OBkCBSRmgKXmtS9Jr/tY1cDJYS984YxCkJxLiDqmy5fF0ZVIkZkS7wgDZSQMAaV7E/ePnyJ7KhNSdkOgaRsFsn4ynlklZz0lbf0F5z9SUuhNMsPwiI6Vdg9Ukw2UZJ1nuvGY9IvMCmrb0IiU1GcdOGIn0dGWq5IQTe4ry0goMObk9CraWoNfw9vAlefH1a4uxa31lwj3W2LC41ETe7XXDk+zBdf84Q9x295X4IMBkD9JK1rVpQxJKSsmqrFq+Bi1aNRM2smuPLrLstzPm4Mt35yO7RRouv/VcFOzchT59ewn7yTrVO//6C2y5ZSve+O9UrJ6zCRtnFyBYFao3MM7JyUFODjDu9KOwfl4+yneG0G1Qe/Ts0x2tW7eSY2zZqiWWLlomZkAEue07tsOI43ujqnIpCreFEDatrUSeD/hSvIiGYvK8k96/utZRnndMxHlccGU3hdvrgcfnQqQijDj3Ny1ZKytU6xTe3+yX6iqKq3p1O1DkM4/PHFPHSjWJSdJx6mFKI/iM4HMpDnz93Ep8+9IqNOmQgqsfOAsjjzm6BotMlpS1wB16t8TSDzbLa8LGsS8lwYp51hqQJ2ymBlZ2xtf+3LVArX7maUCqeqvGarU4MTLfmv1Dd0s07g8wNftjl9jyexCvgT2MFWadtr8NADQ7ptxxbevXyFRksmDyNSkxbjHsbZZETmsktbtvq4aM1wLJNENiIkTXiGq3ZxcTo/p6MJ9V7WA082oMr2RcVUknI3XVG0y4ATMRSiWRAag6WUEZ5Lcz5+O9lz7Bly+sQLikGlsXFePjl1YgKTMJN91zMkaOOqrG6aNcnz+cB1SWV2Hp51tRvcuNuFzPXqz6ugAfvv0Jzr7oNOxPTJv6Kbw+L0pLSvHJ21/hm5eWIlThUiaCPI6qKvgDjkLoSI24tIT56cty6xsOKHXiiA9mQO98+Hr84twHsL2SfenciNPkiGGa13Oio9kXkXMFAnrSQibQJxMrea7o+hfDjMoEr5Ylv6qfUllkkcxZdVi2CYvNoMSVlio1ocacJM5JoGZEyVgSlLqq1QRP6knZxoXBLCyXFdaV8uMY4pT76v6Aih3huKt/c10EjwS1zMwbyaOU0trqhkSCa2Rdej4RiYmhkdXjzsyfuE6TWZcuEwSsBK9q8le0I4pXnpqDQUP6HJov24nDOsZPHoeJxx8nklbDMI4Yvxj3XPgfVBaEkJbjQYdBzdBnZDdpdk+Q5U/xS6/OkWOG7wZIyWKsWrEaudvyZEK6bWMeVn+/CaU7K1G2Myhy224jWsMX8GLtnO0o2liOpGQXQkEX0por1+iqkihiIXXf71j/BNr3bYG+/XrX2A6ddX/xh+sE2H7+0VcYOnJgg4995DHD0fOd7pj25ufIapqBli1bWP07yfi0attKzklVVRXS0lIxduIIdOnRARXllVi9dBM+f2EJKnMjorq96pGTkNU0C7M/nY/ZryxBeW61gAe3z4em/VJw1q3jsX5dLgQ+et344LEliGSnIZ7ih6c8KGoIyhwJ4lxhN1wsG5BEWkSBKFGbeOEmm8p7vzqIGB1Sdd2qke0Kq6YdkmU53bevYFUJHjz9CXQd9z66j+iMlu1bYMOKLdi0ZAcKNhSLrDNWUaHKF/g96zYhEnxNiDtbj03T41K7fltg1LBv8nlTc6qXkQ9qRo7HI+6yBrjZ62ft/UXrwKY1gKitR6iJ3UyV9D9jHDu8u7edsTGhlqu0lUU1ju26ZRjBoAZ2FrNpyW+pb40kDKpM+xzNbpqEqlEDmbpVVWurTI0E3hp1Ardp6j0NcNdtwpjQFYm4HkdrHHfiwMyB60SCSeDqxCmvN5NYoOu0Zo/lN7+fUBRVW4N4/b7vpBcqDyOrRxOMPac3jhozAE1zmqB1mz3LcGlwNvWFLxEsqpa8szJIU0xWYV4R9ie4znlfLMOWxXnYtXIXInG/Gg+pMOC5rQyj45BMTDpx/3olO/FTcd+tH1Max08/HFDqhBOgWW0Kug5qhdyVaxBNS1G1UZxgceD3+xULQ1ZAg0KrbpMTY69X5K8yRIf1JIGyLw46MuCrPnj84aBcs7bUlm2vUePDz5CFCGiWM4J4akCxppqJ5QSRr7vKqwDKpYSlcAMZqWpSRRmtBoriOioTjJgaFKUNjg+xgMo0E4zGktxwhWPwlkcRCyRZYNUyV7S5U+7GoEo9GcGmlr+ZSRHBqzksPV+xJhmxGGIxN3Ja+FFUWCw9HJ1wYm9hQKVd8tp/YD+c9etj8PXb83Hj/12Cbt277lUSy4ksa82mvfMxpv13JrYuKkI0pNkj6QVac1I9b8sauWZjwiZFESljT18fSraoPpiimOAEVp4FHtxw26V73D6ZvtPOOXGfrWbqCioJ+HPNLZdg5YpV1utNmzaV32RNGaalDOWAMz+ZhdHHDpN+q936fIG1yzehc4+2GDdhjCw39rjRmHXiHLzy9/fhTU5Cm27NMOm0MejTt7c1qb75vIcQTw4gmpmsE1JUZahnS7y0XNguN59/ZPb4fOMzj4kxnhOyq/q5xFYbksgLa2dzVXyqWLiornPXYJbnNRxyYfmHG7Hiw40JppMARMuCpebeJA21rFOeLEbyKioXJbulwsW4MBtQaoFKPuulHIHJRpOEDKvj0HWrMfbY1OylXENSf2tdULW8AWxgVSf+dEZv92llbZltDTdfvR1tsiSSWMPQ2tdvq00VMGqXM5PVtnrSkh0lqLS3x9FJAq2WkaXEoEqBYnVutdu1dt+1jkCfY5PgVP2u1fkU9tWASOkD60W8skqVptiOz0boWqcnXjspYIC8MeLTdbWiJIqEEbf1K5Xvm6y5G+h8TGtMPGcITj/npHo56JIt7TagDZZN3ai26ed6dT9T3e6mIU68fMb8368fxby3NkgyGFGqnWJAapqAZhevMZcLzbs3O+DlBE4cbu67DhQz4ZwJJ5zQk9xb7roS0fC/8d1r6xElADVug3TiZZsV3RNUQCEHTdP6RNjFoADEWNMMRDNYvxmHb7PqqabkcBqUcsDmeiwjDq5Dt2SwT3TggZu9RvVEV8ColjSJHC7ZD1dVGK5dxQCXS4rBVRVEnBlpThApfaL0i6DVgEe3Zj81IFUmRgpARpO9iHldcLO2q1k63GI6oTrS1a4nlZCJXWJS4Q6qxuOGFZXJK0GtGcSFHdX1rMI8qPpVdyyKXdsqsWzJWgwY2O+Qfd9O/HSCE8U2HVoKq8n7a2+AdOH8RZj++kxsXLwD25YUIVSukjZWqwmbgYoFSrS01ZpMywRc37cm2cRJeCAJ23fE8Nar03DJlWfvcQJLaXBdTqANAea9+/SSlhKbN24RqS7Xx/7L5nyQASZjespZkyw34UnHH4dJdRiJHj3qKAw7eoiwz1z3zp0FyM3NEyaW+1peUIV4KAZ3dQSRFA882/KF6RG8UhUCSsolYRcj6OA5M883Ygnz7JPzpWW9ZGT5CAmFVNLP9EuWFlzsrRwUEOlOSUY85LXWGTPPXtat+pJUvaeufeX2VfsarUwRibF1gajnrgYYqoZSyUatHtBS76jLLwh6aycP9W8xNrKHVfbAY6PTrJIoJ2S0uu6ftJ0BmXYQq6Wvqi5Wr9LO7pp1CajWUlWdCLTqQmu3KBPgbEpF9HOfx8sxTZuCJZ7LukTEAHnujvTkTpg+iezaxuJarLRmi811LrujEwqyLYJSkVTHLYZUEgNyPpj0tbVas9X5Wu66pu2Q3QHeKI3En0EnhPj907Fdmz9Ret53Sjvc+MeLG+xm62cZDO9nuYZNy6koduWV7vF+3rx5CwoLCpHdJAtbt+zAkrmr0LpDc2Q3zcSahYWIe30qQRLzKsWSGI654E+OI7V5QEzPeL86rvNHZijxmCPfNeGAUiec0MGJ3a1/vAb/V/kovn99HeIyCQDiGakCsDwlqneaDJrxKGJZaQi3TEE82wNXiRveiigiKV7E/V74iqrVRImTFQ6anOR6PXBnZUoWXvqwiXNkoiYGxt2XIJcTTH6WWWCuh4AvGlKGJcGQmmwYs5fSMmXGwfVwQE2lCYieEAbDUhsj9ZwBJedNbE+1BCB4VdJaLbEVNkSZXkj/UbIYXm5PGzlpoyUjxVWTGllhjZojYR8IRjkI67ftre4Idpt1CuCaX01C/4F9hEXaHwbJiSM7CKbe+c/nWPvNLtx38RMYdV5/JCV5UVZYjmgsjkFj+ooh0PqVG/HRU7NQtCWknKR5LcqkV8tJqUYQyaLuo6iNZihbZIJI2B6qJ4QR4n2r3UZ5T3ECDqCqEvhm2gqcd3HIAom160MPVOTl5uOL979FJBzF5hV5aNerJbr174ABg/ugXfu2wr7Ux82a4PbNlz/E95+tQXKKB+dcNwnDjx4q75FtTWsaQGl+BbyF5XCTJS6tQrygRI47XlqpJKDGCdkeduaTjwwqSwg1CLCEhFL3ugVkdP2nMvNRLuDCEPK8kxXVn020yNKmN4Y95HNGXFu16Zsk1XTmTJvmCDCVvENYP3uVFFSen4VF2vTJsKk26a1hPAWUJvq+GoDmSklRz02aPslzWUuHdV2rtaxJbtjBrmE8TfJPTooN2Npb12hjqJo9Pm3ZQdPey+xjTCVOrYSi19TaaqdlWXe0Rp2nVXdal1bQ1I8a11/ZlK4BNSCV51OYTvbQDmmQH1bnwTIoMnWoCXZY5MGy75qdNWZ7krhQLWXkOjMu0KYfqk4iyTl2udBtTHPc9c+fSy14Q2L79h34/L0ViLvccAuYjiIt24dmnTJx5mW7987mePXZ9Bl4+s6pKM+rhic1CVFXkrQ3cyep7yuakoykLDoEhzR77EGz7qnIbJWKwcd0wfK5m3DNzac7gPQIDsfoqGY4oNQJJ2zBidyEM0dgyYdrEQq5EPcnI0YpWsCHWEoS3JXaREOP6cEcL6r6+pD5TRie3EK42YaF8l9K2dKSEW/bHK4teZIpFnCWkgxkpYuBiNSpMovPGk4Oun6/yiSLOZB2XuQkykjJzITHSJiM+YaZkOnaVzdBqyVrc6ntWpMqbaLECZTPg2iAzru6x5+ZiNlMkJjAM8ZHAkwZlAUbmZowF6oWNa4bQMt6IlG4gzrbbCZ3lPLK5DUOX8CNHkMykNMmAz16dXWcB53Y75j3/QKs/SZXkjI09Zn6f7O0i3VcgM/n/1mm6qkjdNFWMnzl2quZFyZ8zP0jxWSGwVLSRik1rKpKMHqsByMIpQpCzFAU48RJc+qYIE4AAQAASURBVCDLgynnDxXpXl2g9EAG+zL2uLO7gPKNGzYJU0Om0xgz1TfBQ5Zmy5o8tGqXjnGnDMPgIQMsmTQn+f4sHkeFuqcrqqUVTMyjHMnjrXPg9ibBVVym5JlkOy1FRdxqqyKyXS3FlGchJcbGJdwAWtagsla/ujrBojE002qZvXm8SoVhagpNexTzHfKZp59/kjQwjrWmbQzXZRJ9FZWIlZYpFozgSVhCe02lXUZqWEiu3yctuORVc7wakIm/gCQPlS+BVctpQJlZnx0EinzYAGAidiNBSXwPNVhSuxTYrNP6vrXjOY8/yuc2xxOWm9RkPGuAQsN8Su/pWILRrQFU7SAyIcNVNalKHkwQLKyo2X+ux9Sq1qohNTWbch8xASplJXrsk++ZtbFKXZToVWqO0cba8l8EvWLu50EgPYDKyqoGg1LuH2v70tuloeuwHLRom42+Q7ph6PCBKCsrrwFG8/N34uWn3sGXr65FOOiFJzMdSWkedBqQhRYdmmD13G3YsqgUHm8IZ/1qBArzilFcxFpvP046exyKi0owaHB/VJ1TJeZkThy54bSEqRkOKHXCiVpx1Mih+PvMDsjbnodPP56LGct3IVQWByricFeF4S0oV+6Uu4qR9mkBkpdnw83xvqxcSXVLy9XgShla8yZAq2ZwG5kUAWhxqcUamNo1M+GSAVjL0mhmJBO0yipb03EtR7MN8MIkyGRKW+0HOUDTYEi3rJF6N0p31YAvANKrTY1EoqQmEFH2JmV/0YgdvOqNGCkv/+bn+T+ZoClwzFpUxaAaOZtqOyHzF6mDTciB/WlunHV1P5xz/skHfeLuxE87WPP40kPvIVxp692ra+Iou5OrkWDUTOQJDiq0EZi+XmsY1pi2GXQQNYDJtOngxDpYrXoWa6MVC8QmJaFJjwzc/uBZ6N2n5yFl/ClX7tqty35/nq1X7n74ljrlid9+OQtb5+QhXsXzq5UZDIIu1uEWlyNGySOfLfzhPc5nYGqKPLtc2RkKWBSXJsCa3aSH5QRayulK0XX4fP65whYrRhmv5fRrSEGTuONz1LQvsVqpJKSp8v1rVluBLvoEaDdfPjP5bCwPI0bAaKIud1w7eNOlFjw+eH0aDNuM6XQ7MXkuE5RVhxAPaeM8w/LZqU5h+qJWHb5puVKDpRUZuWljw2tSmwqZ6930MDU1/hpQm9Y8lgGfsMb6b/M+Q65X1mjqZ3htYyXbeTEyXeOXoAyQTO2n3n8BmiHtrKzWLQyqaWHDbRuZsDEx0klW+YyNkbUSF9ZmzHvaoZ7bk/pVAuIIln68Db9Y8ReccNUwXLQXGX3taNOmNX55z6nwuN3o2q2zKKeYnGGrpfy8ndZyb7wyFdNfW4SC9RXoPKQJktN8GDCiKxbNWY9INI7+w7qjpKAcmxeWIrOJG7FYHD+7+cI6JfvO+OeEYkod+a4JB5Q64UStoJSGpjv8GTxsEC7buRNvfzADMz5ch6Id2hionKyAqj1yby6QQTpGgwUx46CjrQex7FR4aEJEF1xjBGGfZEg7Gd1vT+qhOPHTrCfH3cpKxT7YBmTT1005+ioDJSXjNX3m9ISJ609NlolaLJkg1221Y5HFtEyK8lp3KIZIMqVlWoHLH84DxLRC/W3m6hKaURXZr8cYHOl5GeXAxATsJ6lrhdxheQMp6S6ccE43DBraE4MGD3Ckuk78IDA659u5eOfJz7Hm6zzT9lKFyAij2pRGAwmpY1Pun4maNVvIfZN43UzWZSJt3E2ldyGNeiKqBYmAMIizKI1LKgsD+H7WUqxatRGnnzHlsLq+65q4kxH66I1ZCFcrGWac7rlczoA9nlotyxTGmC0uaMaWXwgwkcYWIARmplaQ69B9LJVyw2aIw3NJwCrg3wtXWpKl/BBmVZsUCTNKpUZEgzw+K4X51nXAwmwTwGlZrqmn54OM37uuF2UNovRrrQgm3GdrnpDE33aW0DgH89lpaiu5b3zGmc8RkJl+r1I7H5fjVK3Gatbiq7pJ7UtQo5WLnZ1NmG5JWFJeDULN+bU8ALSclufGmDvZW5SZmlOD77TvgZE4W/JoOzg1CRttQhQP6+SCxVYmDkrtB1sLqfYvriTdIk3MflR7IKkz1veVgFrDghrga5QMJhlgHOPNPWqOkaA/quuC9XniIsVbg3jn3/Mx+rij0Klzx3rdA9zvdu1aC8NqB4ucD9C1l7Wj33+3EPO+WoOTLxqKNJb1xON4//mv8d4Ts1FZGUdyphc5V2WjQ/cWWN6uCDfcdwJGHzOiXtt34sgMEdo4TKkVDih1wom9BCeWrVq2xPVXnoeTJm7B//3+JazbEka8qlp69pEx5d8izWKYOqL0FITbZgH5FXBv26WGazF58ALJdNTlk4julMqgQeo5k/1iGhLfVSSZY1WfVLPHXKK5u63FDAd6Mg0iW+MkLwmxjBQxM5JaUrKiSd4EEKVzppST2jLgNodcqSMVNjRRZyrBLDhrSAW0su0L/RitN9UEw+dGTNcwmdrTeJJb5hTnXdMf555/6iH41pz4qQalqv975g18/uI85K8uI85Uklwh7dVE1Uz+zXUroJHXOgGUrtNTPYKV+6jFGGm2S8x3Ei45iR7DvHel3YYCp5ZLbzXlg0FUrQVef2gOUluxVUwEo44ZKuxLQxw7G1PMmT0PS7/dpUCbBod2Bs06Kj4LqADJK1TglCCRNXJ8JrL0QWoDldmNYsf4/RCYpFmlBEhii4w4QPaRK5byBl12YOTVhgUMR9XTRn+vyniuDjdcAW2q1EGBHLJqWjIaDKrHHk2TdI/pGJ/pIjf1wJ2cLM90YXZrJzCYYPT74abZE5/RBqwah2ApvdD7IwZ37Mka0YnL6pqmQdrNV2HAOtxda/QdtfW/FrZTJxm1KZEl3zWOu3zockxhVFar1wXcJRyIDUurAL2ql3W5NeA2bW8sMFjLId6MTfKSAo1y75FtNUoCA4hNQpa7bFqE6eNNHLJNuWCc5CnrNXW0+jpKsLK1mFPtes9+3bwGK4sieOeVT3HLHVfW6x7My8vH6699jDPOHC/3rXV5x2LYsGET/nLP26jID6JiayVWfbsTF/9uDFJSAli7KoQJZ3XDCaeNke306NlN+hRPObXAcsR2wok9RSxO993DJ4F5sMMBpU44Uc8gczrh+D7Y8NFGAV5sh0DjopjJjotRh8rGu/IL4S9jXz494HNywokEDRA4sIpEzYVgmwxhFT3VMbjjLnhYk8qBmZIvmVyoiZSYaFgTAW04xGFc98+Tgd+YJiX7xQGYhkvuapX9prOuSN8UaSmAVOqyCCTltwq3mWgII6EZUrdL2FSVoU4AWWF/ZTn9GV1bavbNrSdGzVt7cdGVR2PsWCdj7MT+B51g//O3F/DBI3MQDZpJsgYfwrKoNk6W3I/3De8zBhM3Flgh26cVBYY1tTmSWmVz0uJJAzGR7rJekp/RgMMkiPS/YxWVYmpWuj2Kp2/MxesdZmLQpI5ISw8gb1MBOvZti+FjB0kP04awqAUFBfjswy+xasFGlBZWol2PFhg1YQiGDBt00AAvwf8Hr3yNSLlKtomiQx//HsO4orLbC0EkkwBMwJnWLQIG+VxTjCbrdN3CqiWr70HMouLyXJWWGQSdug5U2nJxndwHaTWlWDeR9UaZLKMU12s5mxrIbJQllpGPkcByH7QBm1KrqGWl1pX7wfr+YBBRSUgkGEuCSJHmMmko0mHdy9OALt3LWtXja5DH7RKkx2MiBxWTOyMdJ2g2zDGPnWDdpadlwp5q8zsN0Mx+yN/GU0De9+r+oabGVQFkSVaaNkcE+hpoi9rGbjBkjs+4wcu6Ew7GwmjbWVOT0NFAXPqYarMhUz8r37sx2qpRQ2sEDLbjketH7wPHEakpZlmLPhdGpiytzuTmTRgBmnVo8CvJCv3avK+3Sm9g9vHdV9Bt+qafX1zjtZ07d2L12g3o3bMb2nXORGovL756cRVCZTEsX7ARV998Ni68pRynnzm5RlsXGozZga0TTuyVKXWMjqxwQKkTTjQgjps8Bu92m4ncBVUJo42UFMR2FdqagutBUgwf3ECzbMTIWnL5FD+qWyQjkuJCNMmFcLoXKTtCcBdFgKoI4jlZcFFSVlxiZduVQYbOFOsQeZTJduuG5voNYRh8eaXijknpbixFSRBjnN8wkZ3shSeo6nmifo/qTypul4m1y/zHTCLMevXBqWV1dp5g2bZfdmmaJ8OHk87oiHPOmnRAXUedODJj2dIVmPboPER57cokVbNeDA0EVA21Fy4qENgqiZNbskSc7BJIcPJM4zCZQNv7BesQEzFj/GKMvHRtNlmg2mHzm7HYQMp7gyGUrgnjq62VFmu14JOd+PC55ejQKxXDJ/TE+ZedtU9QOe/7+fjHL19B/opiRCtUbfliLMfs1xbiZw+fhx69u0mfUoKdAykXLijYhdWz88RcTQzWdLuWeoeumbc+R3DF74UMI1u9yDkKCkBzEwQGUlVfSLaz4nksKUsYFbEennJg/V0I6OL3R2aToMS0ziIINM6zhgXUiTMBsSbboJ1iJZhkoCxZ6iR9iTYzAnxcYrwkx6GTFyI7ZY0rf9uM5yxgJc9Fu8usUrUIO8g2NnSV1bJWC7zyfZ1sFJkywxjTGeBp344B13bn3tq10eZzPM+WmZRySpekAO8BCx0mAKll5iVS6YQTsOUCbNZvSk0sk6REix2xKSAgNbXYZhwxyxJQclftPVVNckhqfxWja/rSJs6rvdbVrIvGZQkZtZg6EdRqSfTOIhd+f8fT+MOfLtuvMYhgdtiQTAGZZ543Fu+8OlMSuunNfLjs+tPQqlVLXHjx6Q1erxNO1Kgpra98N46ffDig1AknGhB0yrviD6fiL5e9hFBpELHSUvhbpCG1RxbKtpYjSmBpJFJGjsW2KB4PYlmpYgjEGstIqh+hVBc84ThS1hTCUxVBsGNTIMMPT2UYHtKZO6qtelL2x3PxwWXcBi0plO5BZ03OVX2pyOlk3Fd1NuxDaiZrNGWKJbHmUzdMJ4sajsNDMxMxMFL1ohb41LIpF2VZZhJu5n6aGd0NmPrdmHRiG1x95dnwmWy2E07sZ9Ah9p2npyNcZgeGehJr+iwydK223CcEGDGCIs2SSf9SZVS0J0CqfulWIlaSiexXrWXtk3HzcemRmaT6C5tJM8GTMG9JMpmtzi3Hys2F2Lk8H1NOHb9XBofM8L//8CZy5+UiVgsUFizZiftPeBTprVKQ3jIV7Qe2xm/+8nMxZSFjwzq4vQFe1oua3ojGadcen374Fcp3VFkMmCU7bWhQAkr21Mg5dUsteW4RpPLflZW6vZQyNCLIlOcOGT2yiiYhZ8x8+Bkm/Pic5XdJUMnv1p40MOSbAWdW4kB/nybhIPuoC5INOLIApk5ICFgzjKTqaWpnXQU46/6fps7YkpWamksBW6pXKNU1YmBHZp0LmNY4FgCLJVrdmJ7OVLNorwH52xymGQ9MD2hteqQY5Jiq7TUnRKQyaiyKizOfel0xrHqcMewxvxtxKDbtatQ5t+TJNmbYMgKzSZiFfbbOoQbYGoRbrr/mnjLrNKqHuFtJcI3xk4xh6j3TbsfyZjA1sAJEdQ9UDdSVQ7MbFcUhPPiH53HPX65vcOsVu4t1166dsHn9VHgyAsjpmuowoU4ckGAVvCpIcOKwAKXbtm3DbbfdhmnTpqGyshJdu3bFM888g6FDh1oTiLvvvhtPPfWU9FsbNWoUHn/8cXTr1s1aR2FhIW666SZMnTpVBuAzzzwTf//73502FE7sVwwY0g8dRrbE2s93iNFHn4ntcOv9P8POvAK88+w0zH55GULVOpPNEbisHO5wBO7qMGKpAfjXl8FTlIyyXpnwVkZR3S4DgR1VcAejiKZ6EAt44eWEgOYYdLA0hi0wkqlEltzUnEq2nRlwOlRyOd0UXmo7ozEBvQSmrPnkPeNmxtztFoOjqM8FD31D7PViBNIGlLIGlf8Wgw/V2iVmMtw20yOr5tQFZDdz4+yzJjqA1IkDEovmL8bc11YLwyMTXk44OXGNhjUTxVZKSnaJ4hLEyysV46lroGWCa0xuDHO0pyAQkwm8+bfpa7SP4P0oslDlfm0BrxTTOkTV+pH127WyHH++8e84/rLj0KxFU+Q0byouuHaAyHunS79m2Dh97W4spfTzDEVRsqlMfnYsyMf1c3+NsvwqpDVLQevezdBjeFeMmTQCzVs0Q3p6ukzut23bjqmvfYzl321EaV4FWnTOwuhThuCokYNknXQKnfXl93jn4S8RLS6Tcyps557Ol6mJNBLoPYRqCaPYSDkHPC9GPsoadsp1jfN4Wgri6WyrxRyCNjoic0Z5pNkGgT8Bl6mHtLGbFjNHoJLsh6uMwFZ2Vpv0aFMfw94RMBt5qulNW1WlJKgEh+IFQDddAwC1HLhGOxUtazbyU1OLae91KvWb6lzxPHiaZCNeXiEJBwW8KFNOkmtcTPM0CJZ9022MqH6R8UC3v0nUsya+Bnty0mIaBTgqdYwY2Un7m4QEXhhcUwNay23XgE6RyvJci3+BShTwHJEVFUMrkxSQc6x70trrSnk8olBI3C/qO9H13XLudeJTn2urtZkGtyKt1hJwlRjQxyeg1ySmBN1K4tUdA0p2hdGpe7ZI0n9I0Pxo4Ig2KOhYisknDTusjMycaMQRbwBTegREowalrAUgyDz22GMFlDZr1gxr1qxBdna2tcyDDz6If/zjH3juuefQqVMn3HXXXZg8eTKWL19uZcUuvPBC7NixA5988on0j7v88stxzTXX4OWXX/4Rj86Jw5kt/dnvzsZ9a59G8ZoQti7OE7v3vv37oNdDPfHztXdh3Vd52pNBA0hOhglMi0plUuMr8iJTO9vGUrwItU6Xv73lHMxdqi5Gy6lkUiKMgpIMy1zHyKL0ZEt+UTJlybSi0homxl6pHrf0IyVglPpQM3aHYnDxdU4iasl1DSD1eF3SNi8ix8HXdR0dDBC1uUNqAySuq32HFJE2OeHEgYiK8kox1VLySrdVE2gZjHn0dVlRoa59+BArKFLsla5FE3Oi+k5M68MK1paz8r6j/NQANc0miYs2QUV5hTU5j1VFsOjVFVj89mq4fW4kZyWh6zHtMenCsRg38Rhp80KDFbanqM++REMxbJ+n2laUbSnHjvn5mP+/5Xgz4yOkNktGt9Ht0alfe8x8dSF2btIGPvEY8laWY8lnO/CM500FtiJRVBUGEYtocSdB6d7Omdge1y+UbFoDGq7Txgxa0tNIBNEmqYinp8En75frHrOUYSsnc2HimFRL1qyXra2VADExuvEB6ali+IaMFLgrg3AVlWl2XYMkkRW7dRLPpYEp9zOkQD+9AYRdV0CNJk7C4NVw4yWQtTHnOoxbsHzW3uLFMPkGZKWnqTpTMqd0cudyTCYakE2ZL0GrBuyqdtWwi5r953vCpnoSBnZSM+pG3O9GzO9V5nUFZUBYN9i2DJRUTamLH5QaTcX0cpuWAoeJUdNnVJdtyHtkUQ2Q19tTTKw+t8YJmADa9JC1sZyKDdbJTfO9GCbVuNWb65/Mr65LdoV1kla3QDPfu4yCXL+0Q9PfaywGr8+NpIC3TkVAQ4JJoutvvBBr1q5Dt67734LJCSfswTvlYDCl0WgUf/jDH/Diiy8iNzcXrVu3xmWXXYY777yzUZvvNWpQ+sADD6Bdu3bCjJog8DTBh+Tf/vY3OcmnnqpcPZ9//nnJOL/zzjs477zzsGLFCnz00Uf4/vvvLXb1n//8J0444QT85S9/kS/KCScaGv3698Ex5/bG+w/MRtGWSmzduh29e6um9VMuHY3HZ7yCaEz1HaVhhzCYIklSjeA5WHq2F4r7bjSziWIiQxFEUn3wVui+cjbgKRli85qZTNmMWdQzLa6kgqa+iAOz9L9TLVpcoZhq46InAawljSTTnAgI66bkkWQXUkMx9OkSQNOcFLgJPKXVnxtNm6bD43Hj04/XIX9rGFGCVn7MzR6uYTF/ivkJcoHCgip5KP7QiYATTjC69OiMtGZ+lG2vQjxECa5myLSBjbBfWmIqBjkEocYtViTuGggcqKgNFI1cnwY5/NEMT0wYI94fVWofjJurUTEGI6IwLisPYeH/VmDpu6vx9cWzMXzKECz6aim+/PfcGj2JG7SL0TiCRUH5mbOmBHOwRAFNgitd4ylmPVVAOUGIlm7WWAdZ0tph7umGnE/BZ+7dAKi8paW9Hk8MzftkozC/Aq50HyozAgrv8byyflRLNfn8EpDG5yrrOwlQaepWUZ0AQJqhc/P8+lWfZmtXtPRWtcGMS+ssMq/SGqW4VEoylIRWM6jClLpVba2hP7kst8vWQ25vAkCZRCHPr5F3G9Csn9nC6pr+nPxMdiY8yESc1wiTKtWqD648xwm2uLx8Z1r6zGvH1FDHI5aLuhjpmTJUU/fJ/tG8Btm7muffpYyYlNGRAncyHom5UESBWwsg6n03E1g7OyzXgdRtqH6tPDbTO5b7axIZPE9Wn1FjKKZZTZ5j7ZirzoeqqbVanZnvjIkRXUMrSVcj6zX1rwYsm/2mIDIUgSsURU57H045ux8mTxlTw4hof4MuvBzTnHHNiQPqvhvzHhT89Pjjjwth16dPH8ydO1cIuczMTPz85z9HY41GDUrfe+89YT3PPvtszJw5E23atMH111+Pq6++Wt7fsGGDZAAmTJhgfYYnfPjw4fjuu+8ElPI3mS0DSBlcng+V2bNn4/TT6y5SZ70Nf0yUcqBywglbDB3THx8/vRjB/Ag+fXsmOnZsLwPfqGOPxms9pmHnyjIlifN5EGueAe+OkgSzyEGZTrvVISXV9bqF1YwJdapaLLClS6R1M7iLyuHeVS7bFCmg7slnJoUi8zIgNarBKAdyIwmLxuEnk5TF7LMLGU09iKe6saM8jixXHOF4HOWVLoTZ3M8L5LRw49IrxqN/vz6yfqoLaPRgQPDJJ+/Cs8+8hzmzczF+Qkf07t0Jjz0xA7kkaiIKXBfkx5Gfv9Opu3HigMSm9ZtRXVQtskbWEdaoCawF2qRFk431V3XZB9khwkhRKTUlUOJEO8knMvnojlyllDB1grXrU81+x+MIV0Tw7b8X4NunFkgKfX8BaV3rtv6m/FFLackG+tKS0HJwDrbMzrUdTqLnZB0rU88X03ezXjuwF1Y1HkN251Qce9kwnH7xScjbkY+1qzfhP7/7GBF3QBx8ZZ90Sy0CFKl1FZZQ19aTAawKqrpSkXXz5KUqMMdaeL5v9pVgXIOmWCgIVzQApPjhZquZYAAuMtuU7vI7JEOXla7KMUvKFACTlkEapDGsnpvmWksAbqu/aMwFF8GxORfGCdf4DnC5JplwZWcI+I0VFquhgnJ086xnssNIoYV55DmgiZ12GTbgzxgoSY2oltFyPQS6yRCH5BjBrwaB+gtXRlQ8t2S0TT9ZuzTZsLeaFRZQSxm9vr9c/J6MSoDSXlNna1fh2GtQzWtyrpgo0Awp1yngVm1f2FaOicZpnvvN70VaAuleucKQ6tYx4jIfh7s6hOLNMTzzr4WYO28jbr317B/coqVTpw6iYnDCiQMVqilC/ZjLeAPW++233wpZd+KJJ8q/O3bsiP/973+YM2cOGnM06rtr/fr1gvRvvfVW/Pa3vxW2kwifE+RLL71UACmDzKg9+G/zHn83b968xvt8qNBgwixTV/z5z3/GH//4x4NyXE78NGLY8CH43XNuvPyPDzDtL99i05JtuP2fN4nM/Nw7TsDj17yOSCgu2Xp3fpkCpKYWhoypnti5tuUr9qJ5E8R9aYim+RBJzYGnLBWerTuBclVXygkUqnQNlDaysDL0DDF0UZMuM2GPpiQh7vegfdcAzjp9CLp17oAWLZpLUmb9hk2oojQLwGMvfo6tu6JomuxC3+5NUFFZpXvIuWo0EmfQ7fPGmy5A1VVVkvBhJKcGcP//fYSiXXFEU70oj7rwzTfzcM45Dih1Yt9BVp1RV53Wxg0b8fgv/odQUZWaZNeHobODpf0Fdnb36fosqw1dhOUiG1VG59qQsHqyGgFx9dl1AouDuL9kelJTdf9V1v250Gd8d+Qu3YUwVRoAUloE4PZ5RApcxw5an23Y/tU9q0ptHsAl956KKadMkucSx+vefXth55Z8vP3gbMRT0xQravXo1O6sXBf7oJpzL31GjUutW9hpgqZ4RqoYV4lhU5k+HulPq5jAeP4ulSBsngOwZpMmUWRA2TvVmPIQyLP+05wzw04KK67Mj+IRgjlVT5wAbgk3XVMHSZbaSKXlXArjp5Q0IvNODsDdJFu3vPHJdkVuLfJwsspUt+j6SyNftWpbTe9Ql1IMUDljDLfM9WFnGDX4k32SfrFJar80GJVr2aN8Adxi6KR6Yqv2NbpMxLQjE9AZAQiUyTL7bA7WYi6l2+dwedkvY2Cl1UPcJ8NKa/WPnBtjiiQgVzs5i5mTNp2S/dVmVeaY9AUnj5VwDNvWU7r9w8MBpE4c6KD6ItqAmtJgMLgbScY5Wu152siRI/Hkk09i9erV6N69OxYtWoSvv/4aDz/8MBpzNOo7jDU1ZDjvv/9++fegQYOwdOlSPPHEEwJKD2bccccdAoZN8CKglNgJJ0xwAnXU8CHo82RPPPS7JzD72SV49u+v4MbfXQW324Ue49tgxUdb1QTEOCfqfooJKVQim+4qrZCJYCw7WXrkedblqkmX9LPTdU0EsfZaG3ttqbHt1264nA/5YyG07JiOG6+ZhP79+9bY/969elh//7VzR+Tl70RmRgaysjKxfOUqVdO2BzOH2g/BIYMH4u47vbjtng/UXLAiirdfX4IxY4Y5taVHeNARlj8mgcHryi5/4+R2yaKl6Ny1EzIyMmq4z876eg6evfNVFCwtSPQHPRRRn5obmxO11adSgwi2OnGx3yPvQz8ZpFDdUtgDGvVlLQnQwtb5DJeGEKoK4bibhuPjB76R1zqPaocNs7Ydkt0r31GJGa99iwknHCcJZwafO2deegq+n74KW+cXKRCmrxm61gqjlp6qWE+R9wYVIBQjHsUsCnNYXKTaYQkdsReDq6pqRLduF7muOz3dqrmM03BoV7H8FkBq+nBqcCftbKiGofzZJhc30t14UKtVWO/J5yUBpQHE5hrTjLMAUiOBTQ3ARTkyl0tLFYdh8RQwrWRsNabGMMrqWaoNjmQfpf1MDCB7zy9AS4c5PlkMpZjqkUX1A6UVium3A1mp4VZAVQC7KBU0w6s9DShjFrBqaju5b8b8SMYpm6xYm5JZLC2Dy7IlkDgqa9kwEwo8b6xDDtva2rjjiPvZ6syvJMvcpjC4pv5aM89aOcQ/R49th5ycpgf2enbCiQMQitivf40n8Q99dOxBs1fWj9rj9ttvF9zSs2dPeZ4y8funP/1JPHYaczRqUNqqVSv07t27xmu9evXCm2++KX+3bKkmu3l5ebKsCf574MCB1jL5+fk11kEXNjryms/XFXVlHpxwoq6sFU2OfnnvNbh56b344omF8Pmfw413XIXhY4bh3uv/jlWfbNOg0jgZmkaebiCo5U0coKuCcK/fBm9OJlz5RdqpMNH4U1wObc3CZdLECRknKpykUH4l9TRhBLJ9GHRWR5x2xjEiK7ZP9usKyt75Y2LQgP4NPhfcTipiiOwMymSibFMIS5esdEDpER4EoXzmEph++fk3aJKTjUFDBlgJDwLSksKSGtcondSf/ssL+OSRbxGtjh4wGWu9o17bS1B/BHmScKJhTaWagSv5YkzVIR4KX4n6niLzTNESU57bb5+dj3P+dCJyemZh19oSdOrfFis/Wq/INbuj7cH4HuJxLH1/LRYvWIKhw4fUUGScccOx+NcN7yFaHVHtYXxJCphVV2sJqu2YTMuY2kZE9Q3WiBKc0gmYbWn8fsTKypRMNa7atKi6TgX63HTKlc9oBp9hZLTmqW1/7tNXwJhfcb+MAZKR+5oaS+m1y57WAZGsinlcWoq4EotZFgGglq3KfWFz57UAMZOg0saFSUw34mSIOVZwWQF+CkRKP1+CUH6er3Mb3KawtF45H9JzlqBRroS4ZjZt7ZekLRMTr8Z9Vxsv2WpRpYZVg3PVZsfmnMv947lM8lp1scJgC0DXTKhp+8Rjoit9QCUvahhIcf9D2llZ16DyDPtT4ujVt5OV8Gho8Lm1cOkyDOrX15kTOnFwmFJlcVavuPbaa3HvvffWeK2u6/K1117DSy+9JIaurClduHAhbrnlFvHROdik3k8WlNJ5d9WqVTVeIxXdoUMHy/SIwPKzzz6zQCgzA6wVve666+TfI0aMkAnOvHnzMGSIGvA+//xzmSix9tQJJ35IlJeXo6y0DBvXbUbx5nJEw3HMeWs5Kn5eIZOqe576FZ74ywtYOmMTdq6pUNl8Tk44sAqbyYlsUDLxJpPvzitMuOvqtjJimAQ9mJt5Fj9vzXa1o2VSEjI7pODCuybj2PGjD2nbo6LCYqREIyiPxBGLRhAtD2H250swfsIxjjHEERwEpHRMz8vLRyA5gJ69u2Pqm9MwZMRAtGvXFk1ymqB7z24y+Xv16TewbuFGrPt2E3auKtm9P2hjCgv8GAAU2UMNpa1PZmOJWhLoYHEYU//6Gc783fGY+cos9BjcHS0fbY7nb30b1YV7aQlTVxhg2IDPRCoieP5Pr6PX/3oiNTXVev2Y8aPx6ZjvsGVBHko3RQQwugmi4l5lbGUzUZIUgeUU/MNOONlYq0eqThqa9iYEo3w9Vl2lZbWmtYp+nmu2VPUQ1QZYBjRqIx/KkcXRluyq6cnJ0Oy11EnyfXEb1qZI/E/TbN16KyZ1ynHDEFdyX4KKjdV1n6rEg4nNRFsYYetFShyGOzMDyEhT4I/rp0OvZoDjTbPgqqhSIF872loSYcOw6vYwZr+lnITr0iZL4t8s0nVjXMTep76EvJanhmA0mefTpYwAuXwSnXY9ykGXn61W7YSkRRrrTf0+5asg3gpRda4E5OvkrphBqWNp2dmPC38+DqPH7P9cr7S0DO3btHYAqRMHJeLSEqb+WUu/379PkoHx61//WthSeusw+vXrh02bNklpogNK9zN+8YtfiC6a8t1zzjlHCnSpkeYPg1lFIv/77rtP+pKaljDMBJx22mkWszplyhQxRyLtTdOWG2+8Ub4ox3nXiR8aBJ405njm7rdQkV8tGfPi3DD+75Z/4M5/3SoPj9/ccwMee+hpTH1yGVxlbEivJ2yU97Huh4Mqs+NmQmImAKY2irk0naGXiYduU2D11pN/qcFf/CKapmDEqKGHvA9vi5bNkdXUj/z1IenLyv1ZNGM7tmzZig4d2h/SfXGi8YSpTabJiDEaOeG0SVZ9Vtu2beT3q8++gZdvmYoYJ8dOHPwwUknNlhatL8XObbvw0Jt/tJxK87YUYOofP2/Yd2Kcv12emoZUdYXNIGjVJxvx+J+fxo13Xm21cyNA/fOzv0VZWRneeflDvPXHzxAuDSYcfOXDXE0cHl8csYhLbc48Y39IuHStpSQEE/tKsy1hRo3pjwbhVrsWu/Sb54HXuXHTrQ4lXtOtToTVlJLImOWALGMAt0umUrOLpu2WJU2l+Zz0DtVO1NKHlD12CUi5PcCVmZbYP2lNRpfqIFyBTMTTktW+CLtoanFdIqOlW7uYGCFNgbyScsqC1OnmeGVKR4yZmL1XqvpCLSdfpQTyqhpXaeui2GMCbtmW1w1XkK7JUSXh1S1d2A9b8jrmeKXmVZ1HOR7ut2FRpWSFpn5aXSTtzOI4/fLhmDBh7A9SQmVmZjiA1ImDFny6hE3iaJ9Rf/BaWVm5GxlAdRIJucYcjZq+GDZsGN5++21xjOrbt69Q1mwBY9dE/+Y3v8FNN90kfUe5PJkrtoAxgxqDFDZ11ePHj5dWMKNHj7aArRNO/NCgKcedz9yIcdf0Q1aHVPhTXVj4/mY8/cgLwv4wLr72bFxw+3AkNU1WEiiGroWhy6NIw/SPAE5bHzlrcmXkafqzMmJTxsQB3LCu0Sh6DG5Ro5fvoQrec1NOHYSMTDo8KqBdUe7CJx+qOjUnjsxIT0/fbXCklM7+WlVVFT595isHkB7o2MMcRlyCaUhj/17iwOePf4uCnQVWIuHyWy5C1/HtG97XTrdLSfRS3kPYGNVYMIrPHvkWf7n9n9i6dVuNa4XJv0uuPQ+/ePFS9D6xI3wB5STOn9SWKeg2uRNuff1qTP7NaNXGyhjeHACFhlWzaRyWDSDV+y+yVNZI0vQoNUVMpNwZ6XDxxy6nNc9xez9TnhwjqdWv1Dg3+ly6whF5proqKuEqqxQHXZov8beATTo9p6fBlZ2FeOtmiDXPQqxpBmJpAUSapiLaJA2x9BRhJePZ6YinpyRarhhVDvdB6lq12RD7pyYnIZZOB2QNyngatJEeWWn19dna21htXwyQVCZIpicpgSOZ2XiyX0CpfC6iWriQIY0FvIim+hBP8iAmLrx031XroemRgFZ9TuRUyQRbS6GN0ZjbBV+6F6NOa4/JJxz7gxQefC45gNSJgxkqh+Kq109D4uSTT5Ya0g8++AAbN24ULEWToz11HGks4Yof8mKdwzMoC2bNXUlJzdonJ5ywD2Jsg/LRh1/inRcWwF0ewwmX9ME1N19qvb9owRI8/Lu3sGtlmZoUmIGcGXFmomUypwZ8GXPFPEM5C4qphc6Oy/sZ6dJfT9pN8PNcJh5Dt4mt8ddn75Bm34c6mIX7v98/jq/e2YY42zB43JhwcRf86o6rDvm+OHF4BN11n/rTi5j34lJEQ4fQzOhID21cI21OLGDhwiWPnYGLrlGSL8bKFavw20n3o2xbZcO3YfWRrH+ygfsw5bfH4Bd/vKFOMEwGYP3aDVi/agMK84sxcEQ/ZGSmo227tvL8vWHoHajcWa2UJHyWmlpHWbn+T32mPVqOK/JTPnuZ6CYQC4fVOk3LLb5H4MXtEWjpnqLCOlZWSwsjBfq0hNXIjAlk9XZqt9dRbWL02GD+treYsTstm168OjlpHShBnl8nOcm6Ggdb0yeU4JDAPhpDzO8Tl3iuI5ac6AtqkgqegjLFlhKMU7FDJYw5r8b2wCRSeYwGlGo5sLTXoSSXoJeSXbfebkCxsm5KdAmCafSnW+cIgxqLw1tcBXdppZL10h05ElNAlZusDksfVlmvlgCTNR9yWgf89t6rxe+hIcExmvtOk7X5i5ZiQN9eh1xx5MSRMz+noeoH697E2NuH1Wv5x4a/gjWr1qBz5877XJbqEipHCUbpq0Nl6Pnnn4/f//73+11fjSOdKXXCicMpKEekPPHyK8/Bnx+9RLL537y7Art27bLeb9ehjZKFUTbFiQIna8xMczKjzSRUKwFKl5R9vmE0ODmSCZExrJAMsktlsZP9qobI68XmJaVYunTFj3IOyH5dceNZaNUtIP3muP+ZWT+8abkTP83YuXMnfnfqnzHnmUUOID3UwecJywEIoggaRIYZxwd//1y+FxM9enbHKXdMgkdacDR8Gw02eYrHUbqrXJ5zrzz7BmZ89mWNtykt7tu/D045+yRcdsNFGDh4ACKRKKZP/RTNmzdDxxGthUGl8U6ixtSsuwEtgkzbF11aQfBOZ1rWYhKgupOT4ZbfAfXs1XJWMSbS7VlcSexBreW7NBFKCQjbp+S1yiuAbrxy/k0dKrengby8r4Gg3qmElNe45kpNqJLnKqdasqohqQl1s52Yrr+U/q4aBApAFAMmtwBSEeR4XIixhZj0BzUGQlBglhiTXgjcb4Jpfc0IGOfrHKds35/lEMx1aZbUgGsxaaKShkFwGoqoulGOfj4FRD2VYbiDUcWiEiybtjM8N3r/1finEx+GxeYxpgUwenzfBgNS2R22S9Jjba/uXRxA6sRBD6br6Fldn5+GKpSoLGUdKRn/devWSaljYwakDAeUOuHEAQ5OYvr07Y0O7f0o3BLEjE++qTGhGnNSNzTtmaEmTlIPpJ1zOdCbPmh6oJVBn4O/lohZjoemUTiHcnFOVBNGtbwbWTSx+JGiZcsW+NNj16BZ+yQkpbtx1Ih+P9q+ONG4Y/rbn2HniqLGZwT0U4s9yW8JekyNoI5dq4rx4j9eScgyXS5MOu049D2rR8MBJoGJZuXqG9zq8s/WY/7cBXjv4U8w9/OFe11+znff474L/4ZNq7fKhOt3/74Vv37nGpz+pwkY9/NhaDeiFVoOaIqsLhkINA0oszh5fLrgCXjgCXiR0SEN/tYZ8KUnIa1lMnJ6ZaPzuDbodEwbcT03klXJGSYH4Mlpohx6JTnIZ7VbAcvUFP08VjWhpm+tvMfnNcFrakAZJxHMsfwiJTnxGV2iYZzVhRXVwNQCp9qp13Lp1c9/I3NN+BEkajEJRuW7o3olFley3FQ/YnS8JfBjW5tkH2JJ3Act0yXAjSh2VdqA8jhlfGH/Uyp2lGpHzgFBoh6Pamyby2vWVaS7KX7ZLn9La5qqsMXQhjP81vVFcCqdXap0SxueN59mg7m/UoerDMR4DpT7rgdI8aNljxR07d5xN/fv+gQBKa93jtPsZe+EE4fCffdgyHcP12jURkdOOHG4Bg21wqEYwoUVeOPPH2HI8P7o2KmjZF6vvekinHzGdjz24CtYMG0H4qa/GkEnM8hxlUWmyYaRa4mlPjPhnBBwMsKaIrHZV9KsaGYy3CXMlsdw0o3D0LGTcqj+MYHpFbdNQlFRKXr26l7jvffenY4JE8dYZipOHLmxdv76xu2w+1OJvbGDUgeogatuV/LFv+dg/JlL0X+gSihRAXLT/Vfils9/h/I87XrbkBDJaT1NceNA8ZpivPK391BVUIWq0qo97HYc38z8Fv+69hkUrilFyTGqoXzz5s0x8YTx8sNl+CwmMCFbkJ+3EwtnLUZBXhFatmuO9p3bIBSOoEOndoiEwygvq5CWRWQZCHBXLFuJe85+ApX5lQr8aXdXs5/yH2ECPaq+3/gAaDApjKQBTXzMS02k6rNpnNWt5cX0yNSqJpjKGmDPmAvFhcKUZ7/UWmpAK9uqDkmtqiVxZb9TsotGBuyuJf3lPzmmEJBJCx1Ka3XiU1qOKUdcA7KtDkECkvXyHjLFmv3UyVTlMk8wrFvq8EOsi9Xgkt4KBMWsH+W+utmLlD1lfW54CUa9atvcdzkurpoA1u+Riby4BQsYVQZQ7mgULXv4ccNtJ6Jz506yPL/z/zz5BvLzSvG7319Zw2vECScaRQjgdPhBEw4odcKJgxAcgC/81Sn4+4ZnhS3dtmUHOnTsYNVItWnTGhddeyIKcl/HlkWlarznAMuBPOqzbPgtSZhx2hWrfW10FDItZTzwVHpUf7l0P7p3addwY5KDcPzjxo3a7fWioiJ8Pm0JvD4vTjhh/I+yb040jli+bAXWfLPxx94NJzgv0r03Te/S6l1BvPbPd9D7370sl+Ts7Cw07doE5fnbG85sW/LTeu5PPI5l762BJ8mNo0/Yvd6KjeAXzluEh877N6p2VsvyK2esw44dO2r0LOdzyMjVCEhoAEc5cn2jT7/e+N0r1+DP17yA8m1VVosTczzSizYWhouP51T2FY3BRYddXYYh51S3MuG80x0Maymq7leqWUUX18FHvbgW64+zH6msnzWttkmrTapqGfwwLMBMVlK3ZQn4pF5T2qYQXBIUB/zyPuW67mrNnKb6JOlJ+wIButrxVkAhlzVtWIyrLt/z+5VMWf4NVX+r+5HKOGY8DcSUT38uyQt3VUjXrpKtpVyYEl4uoxandJfHJCCV0FXkxfp4Ca6lPlbtI5OyPJ9pWW6MnNwJJ545Fj3198tz++JL7+H9l9ehY4/kH31MdMKJuoKXvfb3dsIBpU44cXCCE7mjRgzDg1Pb4NmHX8HLf52KL6fPw5U3nyOZfEavXj1w/2PX4fG//g/fvbMFUfYhjdLEiBMF3R6GtvmsEWIGubo60TaGZkfGNdFIfn0+eDIDaNumJRprcFJ4xfVTMG36HEyZEnP6lx6h8d03s/G3K/6DorXFP/auOMGQGsiEGREn9PNeWYZ3jp2K088/RVoJ0EDkrhd/if89+ia+fmougiUEXwcvIpVhxEJuvPrndxEJR5C/bSfKi8oFoK2aswnbFmy3ACkjd9Eu/OO2f+Pae6+QNkPc5x8aNIsbPHQgRp07D5//bzVC4RjCKT54NxUA5QqkCihMCSgJrQBGBaIEpEk7Fw3q+FyPK8d1w2oSaLkJYo2fAJlSAjDKe2NkEyOII6rAKkGhsJ/aKVeMkLRpERlHEqFiPkRZr5azcjt8j/WqobByvQ34EA2oMUPqMzVDasyHZDvcZykvgd6eKhMRcGuYdbMP7KNKICuLmn6rBLM60SG1oFpmK/umjpsMqStMiTDgEpZUm80LyGZdLr8AZX5EsB9N9sAdjsMt5acRBZi9HnhSPOg6NAvX33pRjTrSxYuWYupLK4BIHIOPbuu46DrRKIOy3HDshz+rfirhgFInnDiIQUb0l3+6Hq8++zbee2IuMpt+iGtvucQCY2x18KvfX4V7yh/Dgi92qcmL1N+4lKuuSKE8iHMwTkpCLFit6pdYy2MamevWB2wB4M5IspiNxhr9+vVBVbXqeefEkReU1D133xsoWlvyg1tJOtHwEJYsOQnuCn0PklTr0BzughK4ShMOu9HqGKorqmskjthv+Df/dzNy2ryA1379IeIHuYUPWwRt/mY7Hpn1X8Ua7u16iccx96VluPnTu9BhWCt0GtQOx546BgMG9f9B+8Dn7KXXnIGR49bjuSc+wfovchH3keELwZWWqhhBAjkCNgLRFL+ALdlfgkNjQER2T7c5sWSwmnUUitKwksLsalaSfgJcNx183TaTI2lrSrbQyIVjcFervp0C/gw4dLuEkRTgqZnSWJL2KzAA1NQOR2PCYtIRl0BQtsOhhMdCkEyJLYWzBM7cT5opGTWPvV2Z/i7EqI9JVcqaOYaZUhSyxsJ4EmAqhpQAWF43LYSYlw0kSb0p/01HXsp62c5RjoyA3RVHdkcfzrt0GCZOOqYGIKVc+8WnP0aoMCqGg8OO7vuDrgEnnDjYNaVOqDigs1datTt1Yk44UTMoG7vkZ+dhy7o8FOeXifTMPtHj+7fceRHuLXsGq5eyfkpJryTjLpl4D1ycN9A0wszimTlnHROXld5yPrhLKpCcEUNaWuohPT4yFbRk37ZtBxYvXo116/LQskUG0jNS4Uvyom+fbujQoZ0lo+Mkb/hRQw7pPjrReGLqm9Ow4YstFsPlxKGPeHYaIk3T4NlWqFgyr2Kwak+Nls1ag9hVsRqsI59dZ15yCr54+jvkL9l18PeVl0l9wW8cqMitxPKp67Di/fWY9dpi3D/1NnTusu8WCnsLmt4MP7oJMrMy8OCul5C3PoikVumIuFwIF4cVGBSTHFU/azGb/JsATNGIlkRW/hWJSU2lPMtDkYQzLY/VgEXDXlv9XnX9qTESkh6dugcoxwGOGwaQcpHqCNwpXiQFXAhVaxMj/Z4AQYJTTou1TFjMhEz/Uu4zMbXXjViAr2lmk9sgIxsKJfwQRPerxiiREVNyTDWPZkl5nLEU5fKrQLatxlg+r4C6uNELSFfLSeIkxSfyRndMsavwueDxedEkI4Zb7zoZgwcN2E2ay2dLRUlYjjGnox/duv2w798JJw5WOPLdHwhKx48fj+effx5t2rSp8fqcOXNw0UUXYfXq1Q1dpRNO/OSDg+bNv79Ssrl1MZmU9P7+wStw9y//i7XLYkqGZWXRtZkG5wis4wmHVYaav1OSpUZI2NJYTGqwDmV/0tzcPDz59LtYsaQQ6RleDBnUBn6vG1NfX4OKaiUBS8FsTDq5Iy6+4jQxejoQsjonDs9g/78ZL32HmNP+5UcLabmxdZeAh0j7pvBUx+HdXgxUBXeb2C9+ayX+2uKfuOo3l9RwI6UMf8r1Y/HCDW+LMVJjDO5/4epiPHDDE7j5r5ejd59eP3idrFd84OkbsXTJSuTnF+HtVxajKBxE3MW6TD881ZSj0iFXO+XKc1nLbqVuV7vj8rHOpCIBaVUIoJssvxtTH0rjIZoEaaMfAWmU+doApwBfsp/meOmkq82IhHX0upWzbQRo3jEAn9eN6lAMm3LjiEl/UsWkyn7EFWvJbQj76jKUpO4Xyt6g3Db3JxhSrXZsbCxcXsUUE2SzRQ7rWTkOBVRPUpEDkyVmRDi+aZkyP0ocqvunGgaV7rusweU5bdPVj9SAC97UJPTp2wqtWzdFmzYt0KZNS6sUpnZwjOkzpA22r1+HC68aJcZVTjjRGCN+BDnrHhRQSlanf//+eOyxx3DuueeKTOKee+7B/fffj+uvv76hq3PiAAd7Ys76fiFOmHycU9jfyGJfA2OzZs1w1LguWLV1jUxSPCFOKCKWrMtqB0OASvaUNTJ6kkCZl0h4I8r591AE7/2Ppn+NvM2lGDe2PaYcPxrt27fD8uUrEcW32LyxGBWhGLZvjOOD1zfiy0//gWbtU9B3QCsMHtIDw4c5bOmRFLxeHr3vSayfueXH3hUnqJDM8CuJaX5xwlG2VoTKwvj0L99i6/Jc3P7EzeLCayK7WVbDW8Qc4qCEdMOnm/DxG18cEFDKWLliLf739NfYtiGIcMwtZj3SbzMWRY+Bydi0phLBoljiee33iiQWAdaVsp2JBq0MPtel1lT/LTutWVLjlqsdeQWwuWouQ3aUr4s8uDokLW7cPhfC8CCWGZA6VXdpNVLSfLj0Z5NQkF+Iv973FcJkON0JoChyYwJE+hfofZP3hElVx+IORxRzqccktsZRLWi0u7LptW18DgTwElx7EfN74a4MW2CZxkqe6ogkNKJ+eikY4yb2IXUjkuZBUlE1Mtv60KF3Ni69YLIw9B07tK/393TF1Wch7n0Txxxz9AH53p1w4qAxpY777v6D0g8++ACPPvoorrjiCrz77rvYuHGjNGd9//33MWnSpIauzomDAHyGDuongJS9uWZ89R3Gjj76kLJnTux/jD12GKZ9tg6FFUmIV6q2LxzsjWxXSeyMhNcjYDTWlGCXTophlBeE8cmHX+LM8076QYwkAQQlucuWrkRKagqS/D60bNFcamDtTMTQob1x2qnj5br7y8PP4fjJR6F//77o3bunXH+UKk+fPhOzvl6FnbmV2LyhCmtXrcdXs7bi+ClbcPZpUxyb/iMkNm/aLK1GonT8dOLHDalV98G7tUi3AdlzEDisnLYBSxcsqwFKU1KT4fa4EG3ELX04DjbploHTLzvpgK3z6BFDsXnTDrz61GIEWStJIjQSg6cqgh4DWmPb5vWoFqMiSm3ZuiQKd9DGFFLaKuypMioSd1ltMiSyVp9mVbmckbiTedQAz2VYFd2/k4DXH46jSecUDBjdHvmFlbJs127N0btnB4RDYfTs1Q2tWrXEunXr4U39VtS3VLFE/crl1h3lPul+2aEIYinKMditXXG5nJcuvmR0Kcv10FyJvxPMrmWWxWPTXgdKluxCzMte2wSrLhm2mua40LlTE6xeXAhfqg+7tlEOHEGAYLRTMgZ1b4KenVtj9KghwtDvj08CVUlXXHaGY3DkRCOP+jOlcfz0Y79qSm+44QZs3boVDzzwgDwsZsyYgZEjRx74vXOiwcG6vRYtmlsDss/nRXl5ObZs245WGlQ4jqeNNzp27IBxo9rjrTWKLbX60skERjk6xmiGRCkXZxYejxhcRNOTmc9GtCqObz5ZjtPOPn6/QOm8+Ysw4+uF2LSyAHlbKlHE1n9+F9zJXowYlIXf3/0zi4Hn+vva2IdLLz4RTZs2sV17Pvk59dTJOOWUScLgfvzxTPzroVnIXx/Gi08uw8wZazF8WDuMGN4Pffv2PoBn0onGFrsKChFrpFLPIy5cLrh3lu69f6k9YjF8+MwXGH3sSMs3onufbgjkJKNie4VixnQ7mcYSfEy1HpKDW5+8TgyaDlTwmXbBRafD4/XghaeXIFwWhS8WRYf+qZh8wkh8/dE61WbFTykr6yp1LaaY9ijpbjTNL4ZDAgirdD0n30uibJVgkA/zsHKgNeO1tEJhKQcNf9yAdvT1lgcx5KSW+M0frkJqaqokFPlTF5Br164t2nb0Y/XGCGIEwpQJE5ByrNHmS5KwIKPLH5HVque9gGICTapyyNBq8yLpYap7nVrtZ2K6fYtel6cqjGhmEvzpblx8Ti8cP2kMMjMzsXXbNmzZtA1//e37GHZyO1x8+Ulo0iRbAOWBUHo5HidONPYgII04TOn+g1L2Gbzqqqvw2Wef4d///jdmzpwpDOmDDz7oyHcbWRA0jB09Qv4uLinF9Olfo23b5nX2j3SicURJSQlWLMuFuyqoBmX2lNNW/gJKQ7TC11b7BKx06C0Owx2NIZaRjGggCRuWlmPpkuUYPGRgg7YdDAbxyJOfYE2lC0nFUbijSYhmuRBLciMdUfQf0H6vE4WWLVvs8T3TL3Dy5HGoKK/CiiVbsWFDKTauCGLTynX4aPp6nHzSCgwe2EOYVid+etGxcwcc/5txeP/ezxApPzQScyfqCOP22oD8ALFr4abiGvc/WdPjrhuBD/74OWKNDJCytj61eTIuvuds9B/Y74Cvn+fhnHNPRqvWzTDr62UYfFQ3jB49XMDU6MmdMfWZNVIrKuZD0vtTsaOce0bTkxBN8sBbGbFAJuss+X5MJLN0m/UqZlE/8yXoYksvAbZTkTpP3f+Tz+5IzHKfZdJ5T4lnPoNvuGEK7vnDVBSWxEQ6y1CAkvvrE/msqVVVZkxKXsv6V7o2k82NpfkRSU+CK6JZXyMBJkAlWE1SfggxgnK2lvG40LtHAGefPRxHDx9isZft27VDXl4B3O3SccJpo6SVjxNOHHny3UZeB9GYQWnfvn3RqVMnLFiwQH5fffXVePXVVwWQUtrLHycaX3Tq2AGtWrZAUVExvvl6FoYMHejIJhthrFu3Ees3ViPK+qOqsExQIlnJcMVj8JaGVN2RL0lJpLQ5BoJBuIpL4QmFEcvJQCjqwt/vnYp7/tYEHTrWnyHgtbEjBoSTmcp3wxOKI5zihi8KnDOpC4YNG3BAWIZzzzsFW0Ztxd/++gbytpXD64mhIt+F/z27Ah92WIdLzs/DiROPsyTCZoJl3FqdWunDM6jS+NkvLsX2ldsx55nFP/buONGQYDkImT5b8L685peXoklOBt575HMUry3VZjh1y7NdqSmIVyRazhzM6Ht6d1x998Xo3KXTQdsGj3/s2JHyY4LPqC1bitXzGaaXp5p5RlOShIj0lAbhJUAlgBO/ALdiP/mumAYpyW/CzEiZ2Kl+oxpskqGkrwBcyGrlxfmXTai3AopJvxtuLMKTj3+F3JAL8TBrOQl2VU9Vgkq2X5Fg7SiZTpaSsHCEwDgYlpYxBKueGGtRNbNq1YWqPqcGiLPXaPPmLlx5xXgMqqM9T5fOHTB2dFuUFJVKYtSR2zpxJIVjdPQDQem1116L3/3udzUegDQ8GjVqFC6//PKGrs6JQxgEofPmLMa/7/4Ck69Yg+tvvNCR8jay6NOnJ/r1+hKzq+OIByn5CsPDnmxMirPxuXFx1OBMWgzwH+z7WVUNdzEbk7uQtzGAvz/4Oh765y31lvEuWbYKscIY0uggGY0jmOWV/ucZrhiGDep1QLPYBQWFOOnUobjgolTkNGuKnfm7EIvH0KZNKzRv3kwmd6+8NhXz521Ci1YZaN4sA/PnbYbP58bgIR0wbEhfdOvW5YDtjxOHJjjpzN1R9mPvxpEd0i+SfzSAKnUB1VUuqTO394PkmHLRz87HiPFH4d6LHsH2hYWIk4WtQ6Ydr65OuIkfxCDDOPKUoejRszsOdfC5VVxYLb+lb6e46HoRJUiTDGNUyVrZ9oXmRNIShaykkvW6glFhFwlS3RVhi4UUMCh1qEph6/EBAyc0Q9cuzTBqzGD06NGtQft5zNiR6NqtEx7+11uYv7wK0RQfpMGY7qWqzJNiiCb7RGJs2rVI0oH9SsNReKqiiXpkDkvJPtVehuOHfIbA24NWLVy47+FLxASv9rma8cXX+O9/vkGwLILP3luPq2+qxIknTDhwX4gTTjTycJjSHwhK77rrLuvv6upqi21r27YtPvnkk4auzolDHDnNs5HaLgVpGcliRGN6RzrROEJ6lv76PPz9kdeweJkbodygGuDJihJcGrdEthGg0YS9Lx2jrELqg+Itm2Lt8jLMm7cQR9WjJ2hhYSGmz1iCWEUc/qKgSMa8xW5EswJISgNS2XrmAEbtjHldNV9nnj4FZSVv4Y0X1qrJHR/ePjfmL1uB979Yg/NOHYBjxxwtbWYc9vTwCPayDhceGrbMiT2F7nlZFzg0vSN3e92FUHEVSopL0aLF7jL9Ll274NJ7z8ZDZ/wbkRjNf3SNoj324PB7IEMeAy6gvIz9ng99MMnbom06Ns4rA+La0ZYsIti3VNeEWj1GCeS88pr0JoXuE0rQynKMVD9c1WH1GuW8uo0SPzpmYgtcf+sFUpe5P8FEJZOMmVkBxL1BRFJUD2zuC/dJzICld6gLUQ1QVZ2rqTUNKbkuGVa661Lya9hS0/WGy7qA7gOb7QZIGR9++Bkef2w2qqrIqrrQo1cyjhkzHAcrJFHgjBNONMJw+pQmosE0GQvo7733XulTysng+vXrLbD63//+t6Grc+IQx4CBffHgo5fhssvOcgBpIw0aVd37p+vwyMPnoO+oTMRTfYilBVQNaWU1XCUVQGWVyminBJQVP39Yd0pzi2S/TGjIbPz9b5/gk09mYvXqNZb81cT27Tvw9bezsWHjJvzxgRcxezldG4GKtgEEWyQLCM7K4P4kzLMORDAZQsaMzrx1xdq16wQkM8aNG4pWLdxC7IiMLBhF1AVsLYjjsafm4cpfPIH3PvikRh9MrvtQtcVxomHBtkfHXHhUzUSKE4c2YolaxPp/JoZweRgfvvIx8vLy6lxk2IghaNY3R7cyOfS9iN1eF0ZcNQg3/u9SHHv8aPxYMWhwJ8STvbpfKJUrbmFExX1XgJ8CoGwlE03zCZvIHwnKZ/UyxIThnBREM9j3U73mjsfR66gM3Piri/YbkJogQPvZZadgVP9UxJPUdrnNaJIul5A2ZOo+JegUUyOPW+pdabZHsMy/BcTyfd3OJZgTQEXHNISapkj9aZPs1N3GHsbOgmJURD1S1xpo5sHJpw0+4P1EafK4ecsW8WooK3MUGk40vqBKgkxpfX6OhGgwU3rffffhueeeE2Mj1pPaa03/9re/4corrzzQ++jEAQxKr+rKWjqx/0EQxFrJAymFZiab8tTf3nkxHv7bq1i5vBTl+W64S6qUAyLNj+jqGAwp1pQzIJpgeLUBEpPaSR7s3BjGQ3fPRGoacPrFfdG6TTMsWroe24orsGJHJQojbrQJxFGcH0OUsiyfW4yNoixnTXUho4kXJx7fVxJQByIIGh996lV8vygP2SlejBnZBRPHj7RazRCwfvLJbKxdnY9WrTMQjcbQrHUyyqKVKK/2YfjQDBRWhXHMyK7wut3IyytGNZ2ISRKXleG2+59BcWkY/hQPbrlkAgb0c0yTGlsMGN4HbyRPQ7RyD+Y4e2LrnDgwQbKO7qlM3NQlp63rNXY3CUUw7c9fY8lXG/Cbf12zmzyWz4jzf3sS/n7Ri4h5/YgzcRYM4lBFRsd0/Pz+n9VoW/VjRHpmKuKpXqAipAAo/0+2k4AvxQd3hM9tZXLkrtbsMZUgul6U7WVirDfVbrd0V6fc1+uJo8+oJvjN7y8+YOCNbWKuuewELFz7GkJFLtk2wSVZXdlnD1+Lq9Yw4gSs6mSjAa8AaWF+BcBSYsw2OICnOoqo34dYwIMoXPjw/U3o0OkznHD8+BpM5eRJo1FeGUR+YTlOnnwUhjbQmK8+Y80d9z6NrRuqMGxgEzRtlYFrLjvHYUudaHzuu3SrdmL/QOnzzz+PJ598EuPHj5f6UhMDBgzAypUrG7o6J5w47ONgGjPk5OTgvnuuQ37+TixfsQYrV2zC1Pc3IVwWgaeoWrsxamaCWW0WGwVD0vON0ltXRRjeoipUlnvw/NMrEGqyDojEpcYp5nMhFohje3kc3hAQp4dFpsrqh9M8iHtd8Gf6MGX8MQfseMjOX3HRKWjd7Eus3pAHv9+Hgl2F1kSSbQyuvfZ8yWxz4kWQSoC+Zu06vPHuV/j1zRdJAsDUyfJ9E2yHcPmZY+S1UCSCXj0OfU2ZE/uOjIx0eNgjcU8LOID0oMceAamY7dAito5vJx5HLBzB1jm7cN+Vj+Mvb92+m5T32EljMf+qJfjm6UUIS2nBwf0+WT/a55QuGDKlPzp0by89LX/s6NWjK5JTv0IVW8LoXqOccka9PnU+eEpoWuTWElfp5aXAKUEon7vyLI/HBeC5g1G4U7049cKeuOyKMw+4womlE106JmP59jBiLreAZzKjkVSymC64Q3EEClS/UgGqARfC6V54q2LK04CtZUKU92p5sdSfxkUSHEv3Il4RwVNPzkH/fj2lJY0dEN943YUHTVZLBdDK9VUIl8YxY+oOHH+W1wGkTjS64CP4SGFBDwoo3bZtG7p27VqnrNeRzDnhxIEPMrBst8KfcWNHol+/2Xjm+a+xfaMbIXjgKQkhluyFp1zVn8pEJxKBt4wW/x4l/4rEEUnyIEwwGlDAk09Db3VczIw4+XBFIP9m0FgpEnCjXfO0A+7STNnZueecLM+MuthlThyysrLkbwM+e/Xsgds6d9ptQmbvxcd1DRs66IDuqxMHPpbMW45IdQwuGuboHrzC3AVDiLPFEUNqA5XrqCxzkM1xjsio65zqfsh7NCTiVxEKYefqCkx95SNcdfOluyXofvPAzbi77AHMe3k1YmG6ux74eYGLklifR3JxZ996KkaOPhqNJWjU1rZdAKvzwmL8Q98nYUIJ3ghSwzH5W1hJAXRRYSAJSMW1luxjNGrJYdt2ScaZ5w7BxInHHJSSGz5v0zJ8iAZU39GYjw9WD3xpKjfB/Yj5lYKG++8OKSDN8SGJfVbZFoamSAEPPJUq2eGuisjkMpzuQzjVi/KSCP751Hu469e7s7wHCyiyDV40CNULNhjFmkV5qKiokOSlE040NgfewylisZi0A/3qq6+wadMm8Ypgac6gQYMwYcIEtGu3/2rMBnPGvXv3lh2pHW+88YbskBNOOHHwgsBrzJgRePQfN+LPD52CseOaIrNtEpDuQahFKqpbpyHaNBUulwfe/FL5oRsms9aRZDd8lVEZpJNKIggUhAScRn0uRJOUk68nHIevIgZfRRQeml4cRDDQULmzUwP905C6f/zit4DPD1dSEtzJyXCn6UkiJ7PJAbgohU/PgKdVC7gzM+BOSYHLr5YXIEsQy2SEhz8ei31SQFb/w5jJSJsLGoTpZXnNmR/zGbP8kR7mHJhEQF3vCcsaQjwSxZwPl4pEsnYwUXT+TachrXUALia0DtC5JSuanBNAu9FtcNE/T8Xt716LOz+4CUOPGozGFDz+zp2zVWuXMAEnpbmJH4I7xYQqwCStX1iKQbaUCUX+JrsaisIXj+FnN07AiSdOOGjPPwK11WtZb+lCNOCGm/vVwoMrTuyGQFw5sYfSPYikKHmu7FuEiQvxQbIAqZvOwm4Xgk39COUEEMrwiRon6neLD8D8r4vwpwdfOGS1naHqEJIKggJIeb3mbw+ipKT0kGzbCScaVFNaz58fO6qqqqSEk6DzhBNOwLRp01BcXCzkwdq1a3H33XdLq1C+N2vWrEPDlP7+97/HpZdeKowp0fJbb72FVatWiaz3/fff36+dcMIJJxpeGzxoYH8M6N9X2jQsXroC77w9B8vWVCGcGUAsKQJvJCLuvN5dpWgxohlc2R5s3xaGi4CzUkmtknOrUdkqIFnvGLPjFTF4qmOI+93ITIvjpHH7du49XOPrWXPQrVPHA2ri5MTeY8f2Hcjbotyh3TTsIlAM+KnDhivFC/h9cFWH4MpIF/MuYVFkck831zgLxUjHqYl+JKrajHAdmnEVN2rTjoMAl20sqoOIE2jpWmsJw7DzNcMKcj12QGaAq/1z8jr1jT8x5tacw7pkuzxX5jwRuvDfXi92bg+LIVnz5s1Veyob+Ozbrw96H9sBs55ffkDawHiTvTjxd+Nw/DkT0KZtm0bfYzunZSaiqTvExVzmklrGK6UWVOv6yfLyuibrqF6PuzzKEMntRnJyHP2OaoL23ZujT+8eB3Vfl69cjaLyuADkQHUcPXsFcP4ZIzBsyEAsWrMds+eXI5zshrssJiZInmgMnqoIYj4fwhk++MrCIjNm39JImgcxzaxyTOHxUP4bSfXCXRrGvJmF+H3Jf/Cr285FmzatD9ox0dwoL78QUZpLkY3OTMKQ41qJZNgJJxpTHE7y3e7du2PEiBF46qmnMHHiRCmlqh1kTl9++WWcd9550j7U7j10UEDpqaeeiqlTp+Kee+4RGQRB6uDBg+U17qQTTjhx6IJsI6Wux4wegVEjjsLSpSswe+4yzF+0DdvyfGiW7sFxYzrjhJOPlUz7mvUb8J83ZmDJ0irEdHsCb0UUMS8QSVFN8CSb7wWGdcsSSf5Lr72H1i2bwuNxIxgMY+WaLZIZq4iGMbx/Nwwd0B8pKSk43KJZ0yZo2vTHr0E7kqKkpEwMjlxU+fn9iBOQ+tmX0SNAMs4aYTIuXi/iAZ+wY+zVK6BJt3UQvbmHy0cUOGWPXvWm/CI7Jw2ECJ50mwvpBWk33WF7joAf8SrdO9N83mWrqxR2jpJKjwK1NSSuGiQf6jiYNZq1wbfXCxe/l0BAnSdKZl2Kpeb3EAq6Mf/7Jchp3RRdO3XcrZ7TneSFK1kxpZI82M8g2G3SNQuX33zRYSO9HDdmGF6btg5sfuStjCjnXd2Kh8ZF/DdBXDSNtZlReEuDcp48KR70GpaBNh2b4JabLjokfcRbt2qBM8a2wdzFeWjXMhl33XaF5ZNw5sRh+H7JFwpgxmjCFEc0xSvso78gqMC1yGMjcHMcaZYCSIsYdaxU4LA0JO4BQpl+BAoiWLKwAr+74wX834OXSUnKwYj1GzbjnS9WIdQ0SVjai6Z0xkUXnOzUlDrRCMN12Mh3P/74Y/Tq1Wuvy3To0AF33HEHfvWrX2Hz5s0N3kaDQSljzJgxTk9SJ5xoZEGgOGBAX/mhrI6yLDKqdlZhUP9++Eu3rnjg0Zfw6fdFcFXFkVQcgifoQXXTJJXV9hOUuvDZvBLMnDdTHBQ9IcUgiYlFOI6Iz42q5l68tigfV6zdjDFD+qFv770/rBpb9Oi2e228EwcvaED19kufIRr3wk2NoLh56sE4JaDq66q1tJZOpOzdSEaSIJUMnpmgE7iSOSUTSnBKAxkW7rGNRiwqYDfmVrV7ElyvS7N9ZKsISOlqmpKCuMeLWEVFTTaPMuKkJAWAWdtHuSIn6SIHVk0YBQjzIwYQH4wwLDFBMc+BKk4UoCiMMONAAGMCz9RUxCsqE+vjvU65NHtClZZLza+LcmkmAcIR+Xc4kIw3np+NKWf0w4C+fWqskuesuiIk542KKkkINHBfmZDwpfvQanALnHnzlMMq8dW+XVtMHt0ar3+6Q74zAjdxtWVvTzdlsuz9yVIJ1c9VnHfZ03NQOv78wPUCng4FIGW0bdMGN117oUjruV27TLh9+zZw5bgRlpwQE5guKfFg0AzJUxGCpzKkalFp7CTfsXbkVQplKRIjoA1mE9h6eQVjy5YIHvzX67jrlxciOzv7gB9Ti+Y52FoaQ9jrRkpyHBOOO+qAOcg74cSBDLKk0cPEfbfXPgCpPciidunS5dCAUieccKJxBycWe6pBIlC97YYLgUdfwvRFRfCVukSym5IXUi0AQlGRW9FpMeKjrCyOpNKITKIoNSNQiGYnwVMdlwfqc19swZcrt+PpOzvKug+n2LR5C5o3yzns9vtwCyZJ3nljGua9t1mBOh/r0zTopLRRipvZT8INsJ0IgST/TRBE0EQwaeoXNQMq4NTtgYs9EwN+uKoU8CEr5/InwcVJMp2o/bwPXAKkuC1hY7WsVyTCWp4qQE/Xq8ajdHVWNaluMoS8Pmi8RGDIz/h8CQdbXUsn4ILrMIyjYV4biht1LaywOgQmBNFSG6vlzNxHnsNwWB2L2dbeDIpqr98C4EAsKwWe5BS4szOBwhL1epTgXj0/4uyBzCQAvwfKtfT5d+8qRe7sEryxMhc7N+XhpPOnSLsxI+UdMLYnFn64HS5fkgDc+rSHIRDN7JSOJl2bYMIFI9FncE906dr5oDqcH4zg8Z9x8jh8sfQV5Ll8CBSG4abElfWVqUkC2Lx01Q1FdesVZSTUvG3Gj1Y7X9c5zsrMRFaGG7vCgLuUQJRmTS7xG+Df7qq4eBYgxr9DcCd7EGmu+qp6o3FEeNuEgEiyaBdQ3tqNmAdIzY1h4dIKLF62EmNHjzjgx9K5U0d065SE9aVhlFe7MHfpSul13b1rwyfJTjhxsONwke/ao2PHjrjiiitw2WWXoX379jhQUS94zkwWpTn1+XHCCScafxhgev6o1kAbPyrbBqQNDE0pREYWVLVOzPD7KpXdv1fcfaOIpvoQTVZ994RMiruwqzyKsrJyHG5RWVWJbTvIZjhxsFn85LSAAMU4QYuR6UoYNtQmHzUyO7JyBGCsNSVzR0mpBpIC1HgN8nPsz0sQRfaUxkipKXARsPIzlPOmBKQWVaAYAR+X4zr4XmaGWo7GS2ZiTnxHYCsurwqICahlcF+5jvQ0uLOz4W7aBO70dLUuY7CkZb8CZPlvAjthdb2JY+MyljGT+rfsk4+yZfV5/pbtE6ybuk6+znPg98OTnQU3628Nq7Ynds3sl9k3rtej2M94kwy443o72TwXPiW7JTgKhdX3IrW6mhmW741gPIJYZRgl64rx7p2f4tZxd+Pd16Zamxw4rC+SeDoJ7FNT9rxv5hrxe3DyH47Do9/8GY9O/TPOvvh09O7T67ADpHYG8qKJfYAk5VTrDkWU1DUSQ1JR0NZCJY6Y3yNy3tyCcsXQN5IgOz24fbbMFMPJLkQCLoTS3ahqqRI91S2SEWyTiUiTVMTS/HDT2CkeQzhFqW3E5Z2XSrIL4TR1/YXT3AineRF2uTBv2bqDst+8Zm46ezzOHNwW0QCwtaAIWRkZWL16rdMlwolGFSafWJ+fxhS33HKLeAp17txZSjdfeeUVUVv80KgXU/q3v/3N+nvXrl3ivjR58mQpeGV89913mD59Ou66664fvENOOOHEoQOmN15zPoYPWYC3Pv4eFaUh5OZWIy85CS4CUboWWq6R7IeqjCsEjPJH2hgAoVSgUxs/srIycbhFrx4H10TEiQQoPfGkiVj0/Tp8+9xKxMJRBb4ITqWfpQZMobhy9GSvDzKjfI/Ou5TmskaRAIlAz6uktUJEyjpiiAeSFKPH65R1qHbGMk6mVJsyEGgxYlFhUllbKkCP6yEYFSMjsrYexcbqFiTg/hIgm76KnCQk+RDnctwXrovAmAym2QZ30ONFdc9m4lqbvGpXDQ/FmJa1GlAs6xdmVNUgCvNKEyi3JwFWjKyXQJwglvLQ5IBsUxhcGpyZiTdZLIJzj2aDYzYjKG3sxARUPNkPF/c5NaBAqJYly7nhuXAnKRaa6+XnCVp5JJQSezyIdE5D6fYqvPCbt9G6UxsMGzYYnTp3RIvuadiyvArwBuD2V6vj1d+LnEMP0HV8B/Q+phty2jTFGeed/JNy2R41fBCenLYUxfDCHaK6JCaMqKjXCeBE5mqSFC74ye43ouB3dHSvLngt/3vEq1yqnJv3KOLSq5SJS08ojEi6D55KF9zVYUQJwlNUHSl/3CF+BvBWsb4borCRBEfchWVrC0TWb2/tdaCCrOgrH38LT9iFwvIqPPaft7FheSGOGd8FWTnpiCCG8SOOkl7gTjjxYwWf6o3BWXd/QCl/5s+fj2effRY33XQTrr/+elxwwQXCoNJraH+iXk8Cuu2aOPPMM8Xk6MYbb7Re+/nPf45//etf+PTTT/GLX/xiv3bECSecOPTBuqXhw4bIDye9JSUlmDp9BlatzsX8FaWI7Aojww9URuMIxtnwnUwL+5hSymt62gFjurX/SU0mnTg411r3Pm3xZdsdQHEQbvY0pHzXRVN83c+SoI4gSuo/CTijiKe64WJvRIIlgk5O4gnIBJyxeEWzj3TtldpLJe0V2S83bDLMItulUZIrUaNKkyUBowoYiqmRBrcEaVLLSQmxgAdOqtXnjATYktYyuE/uBGjlZ4Vd9XoR2FCsnFezVMsmT345UFkNt26ZIsuREeT6uC6RAevjIOA1jKnxOtIMMveTYFfOmU+zuzyH3D7NiQTI8p5VsgZXXElvLeMmtwfu8mrEmifDQzdkgiICUqu2FKretLJKAC4ZaMWeRoVJle2xFrU0imhOJsq2FeFPFz+JC++agrMvPA0dBjTH1sXrVF5AwLUbLQbmILNNBlKykzHm5KE4dvIxP9l6Pzp792uRjC8rqhHK9CKZiQueepGlM6unF+S/3UBucbWwDQfbXbioqAi5+fn1SsoNHdAXI5csxqxKXhdAeiYwakAO8vMqsWRhOaLstlQVEROkSIYf0WSVvOTYQBAaTge8FYCvEiLdpT+ZuY6jVbGDxgzvLChAk/RknNM/GaeOH4lvZi1Cu1bZ2LShAGs278Qxo3o5ZRtONII4fIyO6gqCT/789a9/xWOPPYbbbrsNjz/+OPr16yfY8PLLL2+QwViD01NkRB944IHdXp8yZQpuv/32hq7OCSecaCTBBwedfC8+9zSZKGzbvl3cUiPRCP7y7MdYtymCQG4VYh6vmF24ymNSDxVL4hy1kWlLnGh0wWtq4ZLNCGUkw0NsVxmyAKGAlooKuGIpyhWXIEjkni6E0lxIKmYtm3bUjZCJVP0dLckvgZJmMeU1LYeVJIqu/RT20QBW9oPk+slW2XuVkmUlEA2pXpwim2UQYFrbIu1D0x+aMUUU2NI9UMWwRst93QHWYyvWVZI48KCqTzK8MTdcOynp1Ukc7mNqQDHBVREFOrl9gj3ulmF4Re6r5cfCXhL4qtpXtX0Ntk3tq30iYNhJf5ICy9xvYUwppY6KI6wgjp1FFgMqx2Na6Uj9rmaHKYWuDmkGWiUFCNuj/8/eV8DnVd7fnyuvxpMmqbsLbSmFtjiFYsVh+AZjAvMxY7CNbfBjxuQ/BSbIBmMwdLhDgTptaaHuFvfXr/w/5/vcm6YtUklq3LNPRpO8cpPc+77Pec75npNHZddBcmUD7r/hCeghHQNH9cNb2UWygRWvjGDyleNxzTcvk1GfHWtkdhU2Sfo+DALaG/A4RwyqxIx161VfZ4xpta6cl7o3A0ybK4OP2BHanHT2CSlds2EDsr6a/zHg3+qSCeMxq34WrDwNvcpCuOGrn8Eddz+Ed9amkcsLQcsyMM+RLuxciQstQ0VUgxUnKdVEJSUh5WAn1VaxMedc1NY52FpVhb59+nT6z9izRw9Yjo3X367B2Se5mDZ1ipwzS1eswgMvzEMinZY053bnQ4AA+0spPYhJaS6Xw2OPPYa7775bAnAnTZqEa665Bps2bcKNN94oYiUrYrqMlJaVleGJJ57At771re2+zq/xewECBDj4wTdpzkT17qUWgWccvRZ/b1mGhvIojJQhu97cBWevaTSmo4IhKV2I6uoa1Dc0YOSI4fJ5sJA4+MC/l1EQhl0cQrLCRAHnGV0LuYIQYuuaoYW96hW/k9SbFQ1XJVU2D0kpSaPMaioy1V4VQ+LJz32iKoTTU1WlwsWBa3kkTsKVaGV1vLlRT3UlkeP3NfadeqTOCwWSuhpRJr1wIyqXfAw+OdVKjxzKY4q11ZsRlVPUu6+hI7qGqcBpdQy+2uuRb0HIFDIqKqf80jybrUcgO4YU+WRYQnlF/XTb7csdiaj6WeDdVv3sQmT5O/SJMbtcaXnm74lfp2wXNkXNVb9XEue4Is5UVGkDJsH10oj1tiy0xoT/h0ayJo27r30Il95+Nn745JflNWTgkAGiHO6tVfOBfzyM9cu34JQLj8VRkybiQMcJx0zAA2+tQ0tWEVCSMW6wcIaUfzfWqrD/0zU1DO4TQ0FBQZcf04oNmzB60IBdum0qlcLM5asAhl7HNcQKQ/I3POX4iejfrxItiRT+8fZytLDDNOGicLmLRA9en95odcZVlWMxZeeNNqoubCa6lxdHUVJc3Ok/n79xcf5JR+Od956Q8YHaunrEYhGUlRZj8mF9kLEt3Pngf9HQkMBXrjx/n/zeAwTYEVRJHefgW8u88847QkT//e9/y2bPpz/9afz2t7/F8OFqjUacd955mDhx916jd/vd4Sc/+Qk+97nP4bXXXsNRRx0lX5s9ezaee+45KVQNECDAoQW+oV9y3nRUdivFd1+YhVZDQ6gNiNWoxXE87GLCmO0rIToLJJ/zFyzCr//0AiIxA3/+ZV9U19TiyZfewteuuTQgpgcZvvmFC9H02/uxuCGD1tF5sB0NoRYbRm9VL2HHw6pmojEBneSHJNQnbXZOzTT7KboRz54rttAIXCe9LUWXpInkikSx49wq4c+LklC1q4Gqy9S35IqS6qufnjIqKaOyrU3inBN7MLJcqas5S7kaSEr5dXl8kg4+rAN4fahaylNrOSdLUueFDvGGVI/kuaVN3QsXImR4m6nBSh2Vn13ScTkLa0JzLXWMHa3J3s8qvwuvVkaehxU3PEaPjMqxkfD6JN0n3zLfm1Mkl2Av8ZBC5EoiKJ5tAV6ehdiZZR6XQVVe+q+E96iPxq2NmHLNxXt0rixbuhyZTBZjDhu1nSp6/mVnIZ1Od0mVSFdgQP9+OGFkKZ56txG5AkPIGDf0SNBsdnqGGSCkIy/s4uqLTtwnCnA6l8OQgQN36ba0uI7p2xsPVNdDTwBDe6hAy2FDh8gHcdiwQfi/+5/DsiYqpq68P3Bw1o7yfIWQUoL/lWRt73orLDC7pHt2xapV2Fxdg5OOORq3fPUcUZ4tyxb1dN2GjUhksuhVVIJVm2vxwsJGjB0yD2eccmKnH0eAAB8Lb776YMPEiRMl4IhW3XPPPVcqYHbEgAEDcMkll+zW4+72qx/jf9966y0UFhZK8hI/+O8333xTvtfZu10MT+IPxhdGdt7ccsst280g8N8/+tGP0KNHD7nNySefjJUrV273OA0NDbj88svlOGlPpLTc1nbwJYUGCLC/QPJ3wjGT8e2Jw1EQc5Hu7iJTohIV8/L40Xkdggy+aG1tFfvwLX+4Gzfd+RLGjq3AD795nlzjfPnWLAePP/0CZs+dLwvUAAcHaAW86IyJuOmio1DkW74NHdluUeRKY6IeOgUxgLbw0kLYFcXyuZMXgVsQh5Mfg1Uah1USEyVP7LkkqVQlWQsTj6r6Fq/f1Cd47eSM5LK4oD29VkhUJgs3lfIUWlU5wxlP3kdqTCzvvyRpfB4qoR4ZQ2G83a6rOlM5YMeamkh7nYtvJ2bIkNOW2JbGSzLoWWnFeix2YP84OxBbf+aU73esuKE1uLAAOlODOf9KgivzsJ6qKlU2DINSxyOBUn7qL59Tji/cnkAsx5m15HcCJvmWFsIpjLXXwKhU4whi1TkUrEwoxdavrOFzMenYTwjuXgY3LwKzMIyBUwdg6Pgh0lO6K+/1fE/mdT/r7Tl44B8P4SeX/RF33vKQvB50BEkMXVkHg32X4HF+/eoLMayCGwMko5qEHSny7+058Necp6F/v863sX4QhvXpvVupxmOGDEbcdVBkODj71GN3+j47qq+bPgW5Xi6SvWhH1mBzjWq4MDOAHWHQERBp9MKPHBdWtzAOO6xXp/8deb7phoFRQ4fIYw8ZNBAlJcW456GX8Ks7/42q2jp87sJzMHrQIIzs2wNl5Ro21dZ36jEECLC79t1d+XBx4GDNmjUiRl500UUfSEj912qqqbuDPfLRUCG9//770dXg7CpZ+L333otRo0Zh3rx5MjRbVFQkA7TEL3/5S/z+97+X25C8ksQyGfj9999vn8sgId26dav4nel/5mN84Qtf2C2fc4AAn3TwDf6Sc86EGTJx6ytLxM7FBZWhazstHPcEDFmaNW8hauob8dBLK5G1XbRQWdKALQ1tSKRS+PGtd2LVonrU1TvI5G2GW6Bj4pg5uO3b1+x20BIJy76Y3wqwPWKRCCq7dcPxh5XhjWUNSGZdWBEducKQWP3CLTk4ZYXQUkoZdaIhlVQaMWEVRCSd10hk4Jg6dBJGqnt5IeSKw3BdpdiF1zpeyq56G5egIBI2krh4FC5JWdaCw/AiqoxMmeVNpZM0qshk2JE5QL2xDU7cI7xcGFAFJIGTkCYDKMiT5xLi6tljnZZWRQj5PEyodTh3SZKniLRmct5Vpd+2BzXRBkwCTeJK8ugTW36fP6edVmSQM5xyrquOVwFJtmy5c9Gvwo1EYeZiwQ9IEvKrUnRF3eVjRMNebYc3+yrKqQGNM6MkpV79Dit5dIdKb04RfP68cggkubr86jTanhtb4MRNWE1prHhxMzYufgwVPbph/OFj2//+fm0A34sfuu9xbF6xFdlEBitnbhK3csumFKyksnD3m1D5oQuegwncEL/w+NG47d8LkYsbCCVUrQ4VQ9mMcIFUFqhvaOxyGylf98aPHrVbLhMSPdfWMaZ7FH040/EBGD96JI6fNR9rU2lsyNdkxCNTCESaFCENJ12YKQfR+hyKehi4+FOjMf20zlcn35w9F/1790KP7t3lXPNFjFUb29CQdVGcvw4VZaXYWFWNlxauwvEDK1BaVNBlKcABAnwkDsC6l11Bv3790BXYoyuQL1CrVq1CTU3NTrugxx13XGcdG95++22cc845OPPMM9vLWulfnjNnjnzOFxvW1fzgBz+Q2xH33XcfKisr8fjjj4tsvHTpUmHzc+fOxRFHHCG3+cMf/oAzzjgDt99+O3r27NlpxxsgwCcB3UtLEGsGbMtFNk/DmqSL/z77Mq655Pw9fky6Ga7/5X1YXWsjbDrI1jqwudilAJNxsXZtErff+RzWbHEQrgdCNQmEQ2mkexdi8YoEXnzpDUSjEazZVIW0Y2HCyMGYdMQEIdJUYZYuW4Hn35qPNTVNOGxgJUYN6oeKsjL88j/P4Hdfv/qQTf88EDHx8PHy3+9e1xcjX3gVv/n3YuhUTSkoOrT8KbWPJItWXj1FhZLpt6rLkeQpWxaDlrEQW5eES1WV54plI9OrAEbaghPREd7SBr2+VVRXP8XWT6HN9i1DaFMD9NYU3KJ8uPkxaOmcIlYkgSSI0TCSgyKIbo3BqiiEEwvBrEvAiZqi1IfqqRp6dTC5ENCmSS2MEEWquFxpUD2kEsvkXe7geGFFfGxXukt1Uc20nAOjNt2uxorNFl71Cv+dTitS7SueEj7kKcAkjyQNtBR7ll+5rdh71dyiUnhjKhwpwYoWE1o8JjOiMkOayam0Yd6Zvy+p7XBVqBFtw3IfAy6fn8fkBUu1Z0SR4NJinE7DSGfV7n8mg+QmC7d/8R/47P+dh0FD+uOFx1/D2w+9Az3K1GMbWxbUwubfV5i+t4cgJE3NjJeUFx4yFv0pR4xD0QuLUO8FcNHGy/PCDmtyWmq0u9J23sVoaWnB1poaDB+irLe7grcXLYadAs4/ceyHKpsk07dedSl+98CjqGxMYHHaQqiVoUZAqNVFZchBebmOQRMqcPmlp6Jf385Xhfla//7K9UinMygqLJDNAH4tmUzi2Ik9EQ2H8Mwb62A78zFsYE9cMfVIzFi0FFOnHCljKgEC7GswAu9gtO/ati0zpA899BA2SHBadqc13T4hpbNmzZIemvXr1+8U5c03Dx5oZ2HKlCm46667sGLFCgwdOhSLFi0Sm/BvfvMb+f7atWtRVVUlll0fVFGp5LI7laSU/6Vl1yekBG/PF1bOwnIQ94PAHbaORbB8IQ8QIADQ0NiMbpqD4soQlrB3zwLuf2ctDhuyABMnKMKxu3h/xSosaaVSAzh1nEdTxeu0B4eaXFx06hDE4hH8v4fel7AQKjdUlTijlGxx8fN/LBBCY4V05KIaHnlzMya9PB+DepVhxcoavLs0gYShI1GuI6FtFVJaXVeHkb1Kg93x/QQq26dPPQ4tzQk8+fwq1JLU0e0a1mXGTnNM0GDospOIvCqRRbgmATdiItMtBiemwc4LIdujAJGNLQix2iSkIVyfkroNXTPE3urYJG2U5lS1ihtj7YwGp7xYSJcTMZEriSK6sRlaawq58jwYbYDDRNyYAaucFl12pAJuPAI7j3OBgBUJQ09RqXVg5YehJzKIrKoBWpOePVcFCIm6SfIRDUl1hoQptSShFdDyrkFr894zvflNkkWSWiekQ894m74kgh5ZlZlSv4dUZvO8ACjdm1NlQFEq054OLES2IE+FEvHrfF5RVHU4JMexEIzmlHo82odbk3CK8pVNvoW/75DYd5HoQJr95Fx+kDTzd8XfcwcISXYc1L3XgF9feg90zUauzZKOWvk5JXhJzbSqO3h39Da69VgIx5xxJA4VsA9zcr9iPJFthpugpZVpzdwEAAaV6vjO1dPQvaKiy4+DayR+7A6yqRwKUi5GDhn8kbfjnO+1F5wJQzfw76dfxEOztsLm0skExg4rxg+/+Zkuqw7j2vORZ15AeWkRTjxmcrvCztd3EuZrLjsXT77wCuLFhvTBrt5SjdED+2LSqMGYu2gxxgwfKupqgAD7GrtOSjUcKGC+0N/+9jcJvaUweNNNN2HdunUiCHKkck+x26uxa6+9Vgje008/LXOcXbmLyYoZkkGmOXEXiy86//d//yd2XIKElKAy2hH83P8e/1uxwws9X6Q42+Tf5oPws5/9TH7pAQIE2B5nTjsJPSvLkcll8Y8XZ2Pp5iwaLQ03PPwKbkwmMPXYY7a7PW16L814C5lsDlMOHyfzPR0tebyuadkFnZdhztaxSoOLNg2OoSHXzcCgQb0xYsgg3PnqUiRzIVj5pnw/l6fDTLuINFkwkjZCtou468LKD+Htqha8abaKIsHES7tEl/XvoioL3/jvm6iMA6cO6hFYePcjOCN81eXnY1D/Wfjpn95Ayntzlrk7ulbzPXupfI2hQzbcsCHk0oqHkOlRKJqqzKX2KEG4LoFceT6Mtgy0OqbBanDLioQgGdVNoohS9RQ1VkiZIXUohqXBjoWgJdLQoMMujMMuoH2Wdtuc6mFUjksYjTmVoCqdqAxe0mFUJaSjUeYvZU5TEWyw2oYE0zSgJ1KSfivhQF7dC6Gl0mLV9WcMBZkcdHY4+rObvF5IdLkbzfnTRFKpoX5KsD8fK0FLJiCns6ZIKudCLRt2fhjZHnGYGRdmc1p93eDPrwiuVOBwI5YhT1o+3B5l0Gqa1XPyd9+tEFpbWpRfUUZ5rCTInIulskmbb36eFw6Vkzldzpry58o1JT01dPv04A+FpiFWFkf/gX1xKOGo0YPwv+XvyOaJbKLFdYQ0F1edfQTGjBqBfz3xP/TvUYljjzrqgFKIW5tTCDU68lr+ccnnPrEb2L0CevMWyQ/rUQxcdMaULiOkdOw9+OQzKMqP48yTT9rp+Pg57bmPzFuJSJ6OkuJ8LKuqQV48hnGjR+FP9/8XlWVlASkNsH/Sd7tIKd28ebP0hj777LPiFhg8eLDMeHYU6fYUHOFkuC2drD/+8Y9x6aWXSu7PYYcdJuKlP2LZ5aSUIUL//e9/5YfralAW5g/O2U/OlC5cuBDf+MY3xHL7mc98pkuf+/vf/z6uv/769s9Jjvt0QZdWgAAHG7hBdMTh4+TfE8ePw8sz3sZtL85HTUbDL5+bIzODh40cIW6EN+fMw3/nv4uV9RlENA2/futdDM8L44eXnyvddFzg3H3/Y7j/7XXQshqypZp03bFgPdLE2gSgLabh9hffxAkrVyHZ5iBboCyQoTYXsVpbyCl7IJ0IVdUcdC/d0spjyIu6LVUJWkBj9VRXVfflxpyGO5dVoVf5LFxw+qn7+9f6icZREw/H1KOW4cmZddDTrkpvJYHzZiZpcQ0lXegU1tJUJzUYpkqVDTVRIdVhNqWEAFGx1LOuqKUko3ptk7LoFufDKo6rChMhlXx8TWZWaZXVMzmx1RokULYNo9qBVh4TqziVSj6GpP/y/kzdJUg+MySnGkzvuHTHCxyysnCLOB/oQm9Nwo6HoPOxuTAnwWQiL4kgq1YYSsR/CznlQoWKKGdlIyr4Sdc9NdNEtnsBjFodZoIKsCKMan7UhJvOiA2XVmNJPY1HkOsWl59POjIztrIS52zoycy2lF0Ja2LgkRe+w1lT2nbzosq2Kwm7rOjhbKynaso/lI1Y7LbxuJBTsRDzvykGM2XU/G27Grprw1MkEQOO7Y3y8m44lDB25DCUPj4fLWJH11AcdzFtTAUOP2yUkKaNNY3468xVuKOoGKO8+qv9DQbJvbu4BsaWHG7/5cM44aQROO/c0z72fg31LShoSuPMcwbgzDOORf9+XbPBwICsvz70BLoV5mPa8cd+KGGmWvrza87FI6+8iYljRuKyc6dLR+qmLVuweFM93t38Mu4cOni3AqACBOgU7OpMqbvrD9nY2Iijjz4aJ554opDS8vJy4W+dlVpOUW/MmDHyb44/MROEmD59umT77Cl2m5TSGst50n1BSr/zne+IWupHCvMXQNswVUyS0u7erlZ1dbWotj74+bhxatHM23D2tSP44k+/s3//DwJfmIIXpwABPhrc+T5hylF4ZO5ivJfKorpJx/fufQPleTPgRjWsclyUwsX/u/RU9O3VE398+Ak8sa4R1//9v/jBBadgzsKl+PfL65GkUpWvytYdZrMkOIfEeVJIiuPqBhdbV2yG2WTD7mUg0qKsvlxgsytVrJVUkEIGbMOAE+H8my4EVBEJtBe4S9AMX9y9j+eXrEJhLI7xo0eIxS7A/jmPjhw/BE8trJc2FyumFHOC4Si089qhkFLEEznZhDAyDoy2nATFmGlLZkxpXVWVG6r2RYJkmCDT2CqpsWZVI6x+5criyorQJOdgXOhtaQk+ohrL/yq1EIjU0AocUvOfJMq0APtqH//LuU5Tl/NJb1VBR0zIdUvKVO8qg47qmkUVdMMRRfa4Mx4PQ5d5UR4nU3pdFVDkush1y1cBSSSVuiuhQ3ZhFFoLbbUxuPEocr0MOG0ZhOtSiswSnG3lcdoO9GRObLcMJgpXtSHZN18ugsj6RoCzpDwO9pIyuZpW4CKqnDGlviZTouTpmg4nFpef0WhOevO4nnpL0ukdt1JoPTJKJY33Z5qxr4hyznY3ES2P4Es3X9Flytr+ApW4Syf1x9+fWYtsTMMZh1Xi+s9fId9LJBKYubYBbUkNv3j4Bfz5+t4HxKw7FZamRirfDt6f24riwjU4a/rHhwINHdQHX/lqIU4/Y2qXqb7c1Hz+9bcwpHd3nD71hI+dCx3Yvz9On5TCynXrUV5WihffnI2/vb0KDVENfUIM22tBRUV5lxxrgAD7shLmF7/4hQhpHdNvGQbbWejdu7cEyPbt21cU0hdeeAGHH3645PfsDXfabVL61a9+VTzEPkveMRmP0m1nvhjuOFTPFx0/XIm/YBLLl19+uZ2EUtHkrOh1110nn0+ePBlNTU2YP38+JkyYIF975ZVX5DH8ntUAAQLsOWh9ve2zl2DJipVobG3F+i11+N+KarTUuBhUBNx8+TSMGzNabvu1i8/Dwr/cg/eTDm586AUUmLqUrjN1k7UB8ngNtPECoaQDnWQ1oiNvqy2kM9EzLDZKFrOTcBJyG53qKtUgUy3mQ6qo3vVUUSmtZ8prTJfnYfgGF9ZcqM9szGD2M/PQ+/m5+OzRo3D2qScdEomfBxv69uqObqUaNsu8o6qUsMMG9Jwuf0cqh1TQVX2KJpZaJy8MoyGpNigK4rIpIaSSfYgM8TF06NUa0MzAo5B8z4rYsvFhujrMnCVzk1QBSfY4b+oU5wnpJdEiuRViS/sta1NIXPn8DOohaAGOeLUtPEbagrsZ6v4hzw4s1TH5MKighsNwCvPgai5y+VEhxXxMkkgnPwqrG2c/DYSaOYuqq+Te/LgkDVs9imDFSbpVkFKoth52SQH0JjVnq7ekgPw4NM6mkqgmvedOAfHlaSHGtNNytpXKq97kihVXBRtl1HxtQRQwNBhbGmD1KEa2PCLXTdh7GzZqW+S+TsiAlacj1GoBekgFITEhmLbdD7PlSupwSH2/Y0CiH3DkwYgYOPkrUzBwUOctoA4UkJxdfuF06NozqKpvwWVnndL+vQ2bNqGxVeKt8G6Lhddmzsb0U6Zif4PE+PILD8ND972Dhirg7QXNeGvmXBx/7OSPvN/kyRO7/NhSqRSmHn2U5IZ8HOrr6zF7wbv447MLUAcXR81bitlreV1wPhqodoDla9YEpDTAPoXsje+GAprJZHbKuPkgEe3JJ5+UJhJWtrz++uvo1asXvvSlL+Hzn/98pxw383jIvcijyAuvuOIK/P3vf5fQo29+85v7jpRecMEF8t/Pfvaz273Q+nMGnRl0dNZZZ8kMKZk47bsLFiyQkCP/ufl8tPPeeuutGDJkSHslDO29LHMlRowYgdNOO03+EHfccYfMRHzlK18R9TVI3g0QYO/B65Bv5Cd5b+ZcKOQ9/hReWb4ZG2odLF+zAeMPUzaPeDyOYteAkXawNh+IwYaVr8vCl6/OoTZN0nZT5UCip4FIg4twqyuzo7TpkpRwUa7UTleIKMNCNFulWMosIskMLb0OkIuzE1AVuLO6JlMC2DEX0TqSXTW7apFQGMD6nIZbX3sPG+rq8bUrLw7SGPcxBg8ahNPG9sa9b24CtTVuLBAW/4as/8y4SJcZsKOqQiNaY0FP2zCokkcjagbUcWCmsqJQ+gOabrdi2D1KJJWXKmJscxrpbmFkymMI13mdniSRtHnnqxlMUWKZ4kvCpmlCPJkELAosnz4clcRczpOKUkqORfssn5IbqQzzoRPWDcMpyoMdUam5QmxpdyVBNE04xSEJdjLbsvIYBsc7qfqqy0GeQ36KuCHHxvOd3+T5LuFCtOKms95toipBl8fvtby4PF4S67StuF86B4PJwsWeAheNqMDCPAZHqQAoph075UVI9y6QzRzTdWDnhWE2JNtnWHNFYS+pmGFI3nwsVVoqr74q5qXotq+4uPPkV9h0mC3tyEppQ+42vASf/foVB00P6e6Ci8erLts5YNE0TJVAzV9ZFvjrm4twzMQJu0S4uhJUqy84/3QRyu/7+ztoc5isqax6+xs8d3c1D+AP/3kCraksbB2YPqgU89Y1yu9Zy7lqptzVsGjlWhw7KRArAuxL7F767h133CE1mB1x8803y1znjj2irNTkGOKNN94oCibnPHk9d8b4489//vP2f1988cXC0xgsSy5G7rbPSCkTb/cVWN1Ckkl2TwsuSeQXv/jF7ZKdvvvd74rthb2jVESPOeYYqYDp+ELFuVQS0alTp8obHYn1jn/UAAECdN5C4eLTT8HxE2rxzIzZOHLcqPbv8QXxhk+dgW/+4wmsiALc7yvgDKHNBbkLiw0UMc4TAtl8lq0rNTNdRnUGMJO0bXrrWKpj3upbOho1IFXuVW7wK8yBYeUkFVNmuqRd5ApUebvFXBjun4W8Mvcc5xbpPtTwn/e34vRVqzF82ND9+nv8JOLy805Hn+5z8fiMJVjYbIF0i4SUf3sq4jm6SaOaKOWuEUW42W4nUiSr4TqVOuvEQ2rjwnZVMBJnjmM6DKqJWRuROhfZyrjYaI1MTlJoOVvKyplMWRh6zkG4iWRU1Xfw/pr0EymiRMswKzy8k03aXrSMAzfC8CRdBdTSOk5CGzWVgmureWaqnBrVX4YHMZiI5yqtthmSZj6P2nSR5/XmNcPNJJvcSCFJ5oO7sMuLlMJbVgiXc6e02fLnI+mUahpaBkiipUxYqZicGyXr4bGU5kPL2tBSGdWVKeFSOgzHgd6ahmblQ2OCsWd/byebcsQ6zBbWyFjy3KIMU231bM3SpUqSZRpwGOrE45CaG2/T2iecPmn1knz1sIazr592QNhW9zUKCwoQigFGEzcTgPVhDe+vWIkpR3ad4rhh4yaUlhTv0u/77LOnSVDX3+9YgLdeX44pk8bLuMP+3LxrbWtDWyKBwQMHfuTtqCzlMjauv/RsEU7Ku3XD7ff9B48kG2CmNFSEXNg5Fwla/QME2OdSqbZbYbO33HLLdl/7ILss3aAMNLrtttvk8/Hjx2PJkiVCarsik4euVH7sLcwDpTD1wwbT2UPKjw8D3/R/+tOfyseHgUm7DEsKECBA14NqqCiixcUYPnTnLryhgwfhq6dMwA1z5yGVVqSDr0RisbVYA6PK1kMt6rU6VpNDpiQshFXPsFoD0JIqDEcRSlelWVpqzpBqmiIS4vgUuy5JA22XdsyR94BcodbeoeeE1P35b4Phoq6GG+9+Cl84+XCcOvX4AyoF81AHX/OZ7nzKCcfg7v8+ifvnrEdLVhM1WwKApO/TpVgpf3eljJNo0dbtwsmLyN/eKggpBZMkz1JkkLfVC0Jib7WjikwKqQuHkO7BtN0QDJLYmIZcgQknj5UlLhxNk7lWQidpS1lCEK1wSFl7vdlXuyAs55vMl1LhzHkWVZ6LDBayHEn4JXmWQCQJWtLVesQXDQ1NCAn9siqNV81rktC6mrKouyTDojRCSCVJoZBK1tewdqa+FToJKFVNEj6pjXFkplbAL+dyoiwbMNVsKVVO73mk09SyEalKym1CrV73ao526YgEJjmxCHIMZSKXTeZg1rQAbYn2kCPadBU06Pn5EnjED/Ul7zh29Ky5LoacMgDnfOoMfBJRXFyEwmINLQl1bhc4Lnp0cUVMLBrZZUWa5HP6WSdj8cJ1mPlsNb7+3l9Q0T8P3/nBpejTpzf2Ndat34D7nnwZsbCJL1/ZXd5zPgypVBpHjRyAXp47jhun62tb5dp2oy6+NPUwGLqOyRPG7sOfIEAAb1+uwzTDx4EElP27Hwfm7IwcOXK7r9E5+sgjj2BPQUvwruLss8/uOlLKAzn99NNlzurjDmpPDyRAgACfHIwZNgTx1+ch7a3IHc55ZjXkYirkKNysbIrhVkctfFMuIt5uIkNwSGS5sKfyaTKDJQvYcVfmR2ltZI+kbEBSCSVR4FrbAkJNTElVM6lc4IfoSAwDmWJ1G1qDSU7Xp4FfPDgfm6rqcNFZp4iSQOu/X4lAJ8ahFsJyIIG/2y9cegFGDpiDu56dhSWtNmyH6qEibhBVnX2mQIR/aJ2kjYnLhqh9uXxvrpO8zmF6LMQCrtmqbzSUctQ8ZERHxbA89B9bhn6VJRjQq1IW6kKAHRcvzHwXLy5pgePNNktfqsW0LEWu+DU+F88lWtJJUo20lz7L847Ek4SUCb0eqeVcs5BZsfdyI0R9X4huviKHdA3w+/yeJBB7bTG2qUg4CXY4ayslkqFeoqyq27NL1W1j0JCj6loMb+VD9ZKLcAlVUp2nLhOHm1vFyp6pKBDirKdVCFKoKQWDx5+xkCvLg8lamUgImbIQTMuQ6leSb72mEU5No5pf5c/tz5RKEJSllFNeK3w+klaSoI4zpQSJrKFh8rkTPrEBg/y5j6gsQU1jI3qaOq48cRT69e3axH8mcu7udfn5687D0vf+gYb1WdS3pXDzzQ/g6quOxbHH7b1KsqtobW3FL+95AnM252CEgROWLccR48dtt4GYzWYlmZfKaGFhAQ4bvs35wttNGzMIK19eipwOvLp4FW697opPpEIfYP+jK4KOjj76aCxfvny7r61YsWKvhEV/LHLH0c0dv0bs6SinuasH4vd97nhQOx5MZ86UBggQ4NBEcVERKi0NTZ5tlwtXWnOzhUolpTIVbrHlv82DwkoJFWVLLfb5QZLJ20qfqekiXUklVX2Nt+MsqR1VluBws1JhOXcqhNR2pVJGyKqmSf0MbaEku6we4W2SBvCP1zbgv3P+hp6FJrS0i/rmHCxdQ36Rgalj++CkSYejV6+eQc9pF4DvJ8dOPgoTx4/Fb/7xIP67vAG2rZRS6TCNcoNB/Z1pu6Uayg+ljHOmmGnMio9RefI3NCKtDkqsHA6fWIyefUpw3tlTUVn5wYrUkRPGwfn9fXhpcYsEBlkxz85KXhXWZR6U1mIS3lBIE2JKgmnnKRWV3ydRDrVYUhlDJidkmD8GrbSOCz1LFdWG6+qirsrjGroitxRKRQlWVmJ+j9cCCXkujz8oZONG2Ys5f2tCixjQIzrMLU3QWhljzZOavzBFCNmTqremoDe1KUWTM6iOK5U6EhLVnISmG+rr6Zwi1Uwdpqoc01UNE2ubMkxCzkBry4hVTDpYeR+mssrWP1VfR6y8vj3X71LdUSXl37pyXAWmnXUiPsn4zqcvwSWbt6BXj+7Iy8vbp8/NMSiGLQ0ZNOgjk3V79uyBYeO6YUZDnbyOblidw+9+8TJ0XcOUo7u+X5Vk85FnX8a8DVl5DcjGgd8++waOWrIMn5p2YnvXKAk0hZR1GzdJpsGOlTQXnX06JowZgaWr12BzXaMQ0sAVE2Cfw28C6GR885vfxJQpU8S++6lPfQpz5szBXXfdJR97Cj9klnjppZekA5WP79t2OVP6gx/8oN0y3GWktOOBdPx3gAABAuwJGIaU2WBB6xGSMCIqm+FWdigaQk5JDLkAT8vim5UfXHErNVMUJFbFRLa9oGdKaf+llZALc69LkqEx/tifThLjkwnAbOa8qSLCosbyMWnbzKday+NhiBJAw2FNWkNDk4VQmwOTc4PQUN8I/H3rejz8xBr07x7Cd756NoYMGbS/f62HJEj4v3XNpcDdD+LJ9+ulwYScR2aDOV8KXcTToqiLEBwM7BFDOucgk7WRNlysaQMsQ0M066IfXIw7ohsuPPt49O/f72Oti1SvPnvhyZi/6hG0JNW8sgXV2ZmLqftKEjTPnTxdWYrDDGNiarAimJL4HGadjY5wI+cuvfnJjCJ8hCT6ik3YBiOJrLgOHQz4MkVBJRHNFBkItzjIlBjIFCvplBZ0klszyfdlV64TqreZ0nyE4yFENtKu7MCqKBRiKQm9maxafEv1TVYsubpmINyQgVbTAHAWNKbUSlmis3Knmb72LMJ1TRIipfsqKMk0w404G8u0YYY9UdklqZWqGhdu1pvTi0agpTNiHd4Ouo5waRxX3XrBJ76SKRaLyXjD/sCylavw9X+9hGN6F+DoUYOQzmTRt3sFJh4+fqfrpLAkBps90G0Sh43GrI6f3/YybrgROPqYSV12jBQ9Hn/5Zfz53dVSqSNhdS6wKOFgycqteHnFv/HVk4/AqGGDsbWqBiOHD8XhYz+4EYLXwKCBAzBwQH9Z1waENMD+gORfdIFSOnHiRDz22GP4/ve/L+ONDILlKOTll1/eKY/PkFnOpzLHxwfTfmmjZ8bP0qVL981MaYAAAQLsLfjClRdXi3xacJ20i7xNNrIFhiidJI/JckNUKJIP6UH0Zk5ZCUNiqVJ3SS45EwqYCSb3ciZVfc7BQ83SEK1VCb1ip6TayvwXuglJTpMkuEppMnI6dEdHuthL7BWFTfWbhlIq6ZdJjaHWDHQrLApYytawfF0ON976CK67agqOO3bSx/b3Bdh9kBx+93OX45jZ83DPi3OwtMaCxXrNqIuJw/JxxtFjMXzoICGwVJh81w5tfuvWb8Tr8xZjWL+eOOGYSbLw3x0M6NcP4/vk462aVsUnqdKbGiKug5JuOqpb1Xwoz8tcvq7OJ86iMtRI00Txl/RoOZepVLLb1PPjsiM1Y8GJsAtVh8MqHDn3XFj5BpoHhGTDJn+zJenDUnsUZYqvYox0EvB8buutrpVovY1oo1L93W70xJfCFOIAWIUhuEURhOqTErykN2hAfTMQDQtxJKHWolFlv/U7RpkSbLM/yRAy6TY0STiTSnfybMFUX2ndFeJCJZQXpSKjksrP7/E+H1AVo+XnCZk94dqxOPGU4zvnZAmwRxg9YjhGVczAU9VteGbTu3JehfWl+F5VLS6cftp2t50wbjD+90Y10KbmvPWULcHLD/37bUyaPLHTw49YD/jOkiX419tzUZXOIpVlYrqq+RIumdNw2uACnH74GEyaMB7pdBqjRw7fpRELvlYESesB9iu6QCklpk+fLh9dgdWrV39gMnhRURHWrVu3x48brJ4CBAiwz9HWlkCalsEk+xqBWJ2LVEXICxyy1cKcFR1hteBXs6W6LMiphEq1i6d8EiSn/He2yIVV6EDL6JKeShJLK6eoqJw7pWIaB9LlDIDREGbYUT3nSFXaQJiqUjSETJGqlomykqbN2RaqwwAaSVJVFl+pLckBWxPArx6ajTnLV+PaS87Z7zUOhyJI9o87ehKOOmI8lq1YiSXL1mDKxLFiy/sglYO3LykpkY/x4/a8P5sq0fVfvACDn30dVXXN6NOrDGXFBejVoxJFhQW45+EX8OzSVjVPmlCzoHqWxFNHLsLzjRVIqjIt2TMCM2mLhTdbGEa2MAYzYUsnb7bIRGtf9pDyvFNWX5ljharC4fmW6BFSGzFxdf6nu+kINyunAEO6+MHnDiVUsFO6LAQj34TJeVfOvSYpM6ugF9bZaGFP3WSKrq7DzY+pGdZsToKN0NaKoZ9pxsp/FcFpSnpBRpSpO/yC/PRcdohnvXoaqqYkpPKHMIBQmPYIOB3Ge0hI9aJC9BoVw9Vfv/SQrYA5mDZ+br36Ynzr/n9jwWYLWg5gU9edr72H0UMGbpdGPnzIIOSH30TCVB3CnOOH5aKhUc3dfxzJ42YRQ812BTxXf//fR/DPLTVwExr0tLLmS+AdNx11F0NjGvJDIYwdOfwDOxsDBDiwcfCp9BMnTpS6mX/+85+orKyUr1VXV+M73/kOjjzyyD1+3ICUBggQYJ8jPz8PlZURbG6wEN/qIL7ZRqJnCJFGB5Em9W+lBCkFinN1tGqlKhWpZGKuxt1yzoTaaqbUyidxpJqpwUh5oTgkCFIfompFZB7VpNqkwpNoh+QiXtJS6WaMKsLpK1mhhNuevGqRgErir/e8TFONGDKnyGPbamp4eHE9xgx6B2eectL+/hUfsuCCc+yY0fKxr8BAmGs+feFOX29sbMSpx41Deflq3P/2FjXzCgPIOMgVqHPD0dX5YWRUgnC6lMFIIVHhZSOl0IBrslOXCr5KP2JYE0+2cIuysicruCFDVd+bvS5i3646Bi7QSQxJSKnUZgt0mBl+zplpTT7n+RrKWdIvanPuNOfAaEurnlLHQXZgOcKbm6CnMtJ3SmXTTaTgOmnkD83CtbNCOtU8KC9Mr4OUab28rZ+sSwJK6y5/jBh3jVw4qTR0g7U4IQ4EqtuRAHcrRHkPA9/93TUoKyvbZ3/LAB99nv/68kvxo389jHfXp5DKaKiGhhseeBo3X5DB2NGjZPOgvLwbxo0qwhvJFmhpbhjynAAqekQ/lhCSZD789Iv41PRdq/554oWX8J+qGqR1DWFJIPNex7nBWACEXGD6hMG47OyuUYQCBOhScIPvIJyK/Mc//oHzzjtP+kn79FGBbBs3bpSe0scff3yPHzcgpQECBNjnqKmtQ21zDnrShZm1ZTFO226khZUuphdepG5rG1y4a0hVkCyqlF6STu6Ssx7Djigyyq9TmyEJlY1Hjs0VcGGvSKR0XYrQwwWULXZdmVHlApspohkbFmf4JMUUiDbaiDTaMBOWkGLNC1uSig8qpbT8ph0hFXZIg9kGOFFg7aaa/f3rDbCP8MLrb2Nwv9743CXnYvm6v2F+a1rUcyeklCJabpl+m8uj3ZDnmlpU+z0wcv5xzpmdujFVY8Rzn+4B3obfk2uBHbqSe6PuQ3U0Z6nddSpaBq8Fnu+FKuiJIV52pVJTaVOPNBnI26pqk3QGJ3H+tDkinal6bROiq2rVcTGUiAqpWHRJTHPYtDIfrp6Dy7RfGdD2BrWZ4EuRVOzQ6msMOXJTjMPWoZFoxiIS4kTlVaN9N5sRhdYd2AsVPQz84A+fxbAOqagBDgxi+sevfRH/e/EV/N/zi5HVNKxKu/jSfS/iwmGL8LlPnSUWva9//nysXHsvtlaxaotKvoumpAXLsiRg6MNAx8AV50//WGst7fcLFy/Br19djCzPp2JHzmf2ivJc5+s51fjheQaOGrOtCztAgIMKstFy8CmlgwcPxrvvvosXX3wRy5Yta6+cOfnkk/dqPjsgpQECBNhn4C751qoq/P7Bp7E5pcHK0xBv9eoyctxxd9HWiwqTmgklOeTrda7QhR2j3ZehLmrxztlRO9+By61yzYXRZsBoozSqZkapJnH2jvePNLuwIkqJkkqQNWQB/lyqIpjSK+m4sCR4yRXVVlRSKRJTNR2cE2QCqxyv14uqucrCxo7KbAEwu7EaX8zlPnJhFuDQwIVnndZuVexRmgfN4gmr+nFVWjRgShK011+aceF6Kc88l3guykYHq2FSKqyLX2OQUahFEVDWHPH7kUZFcllpJLfPqvORJJSp0/yew+AXCrUlitDy/jy3SWzbeumivMbqlCvAZUUMFcxe5UBjqwRGCRltbFFBR7TT2kDVo0B0ahjpx7MeMfWqAGjFNQyx4Pppu4iEoVFppYKax34nVROjGTpcPmdJPnJ9StCr3MD3bvlUQEgPMDQ1NWHV2vWYMO4wTD/5RLy7cTMeWtsIo1VDUgMemF+DmuoH8KNvflrU7dHDSrA53QiOHTMIrjXjoKq6Gn16f3Rv6YcRUlp/n335dSxatRGr6luxOmmhmU6YCGC2eQ4Veoplzavmr5e12Vi/aQsGDRjQ6b8PEuwgIyBAV2PHyuYDGZ/+9KdxzjnnSKgRnQ7Tpk2Tj86CvqcDroz9vfTSS1FTo1SBZ599Fu+9916nHViAAAEOPTz13Mv4zM/ux4x1Sdi02gohpDJkINxmI1lpytyoBBlxTcxAohjUoiTJyo0OoQD+qxc/Nzkj58CgWkrrYI7qEGdVmerrItzsIF5LoqkskbFqVz7PxQ15bi6iJVG1gL2T3sYlZ1rZhZnPWVddKVokpVFaKVU1h3Qw+tYbuhkLHSwqSmLpyhX76TccYF/CJ6RM71xV1aJsWKxG4X+EMHqEsolzngzUUhUutOSqWhilkor67m5T90XRZIMLSSsfj/9maK2k9CpbO0O9JMCLGytSGur1ovo1oX5CcZwqK2e3NWSKVZq15BGx3zSkI1ccQePkHmgbXgKnOA8oiKsHKCqAFo/D3eSg7b0QmQT0eExVvpgmtFAYRkG+IrJMf+J8Km2ceXG4ZUVww1RdlUpKC6+VTsIpzcOg3iZu/tWnMXYv5nwDdA0YEpbNZbHk/aVCxj5z6lQMKgDcCJ0oriyeX1+dxN3/fhJz5y/AdVedgy+ePQR5VPYNYGuDi9/d/aSQyz3Bho2b8OsnFuHRpY1Y0Gijif3A3NvzSCjdMP5mj9h4TSBra7jjtbkyp9qZqKmpxc/u/pckxQcIsE9qYdyP+ThAFFJWvtBRcfrpp+Mvf/kLNm/evP9I6euvv44xY8Zg9uzZePTRR6WcmFi0aBFuvvnmTjuwAAECHFpgguKc+avRWg9YmoZ0ORCvtiTMhQuedKkp6aMS2MJQInaM5rHrEQi1aIhv0VR4UVapSazDiNToMNp0IG1Aox3X4qKfAUYaYjWQedW8rew7VcmlrMzgfyONOURrMmrBT4XU0JHuGUfLAFNUWpKJdImBbL6BXJ4h9jQSDs7nZUqYkuql+IY8RYqKGK2aOQ1tloHbZryAeYsW7lQsHeDQRCaTQSrtyHnBChjOkvLckrRc2r4Z1tVkifLOmWSBq2y9uQJudHhVRjpECRUC6ju7xC7uzdF5RJYEU2qM0i7MBBVVbrConlbelx+8jpguHWnQEGpT143aWFH3bzgsKo/BuehsqYHWwTG1AVOSrxRP6NCLC6FHIjDXZAH2lDIAiYSUFMEw5HOXi/ZwSFRT1zTgxiOwi8iEc0BLK5zmFlhFERSfNABXXn8UfvO3bwUK6QEKujumHDkRY0aNlM/79e2De669CleP7Q49T507ySIN/3xnK771l9dw/W3/RK+KbvjDt8/CiMFhGLqGmetTmDXvnV16vq1bq/DHP/0La9asFZV2+aq1SJN4Sv0XNxo9m66MZNBxoK4n2RD0FuqyH8NrZA8sg3x9JvncEStXr8FLs2bjwuMmBx3UAboW/jjHrnwcAPjRj36E+fPnY+XKlTjrrLNkfnTQoEGYMGGCVM8sXLhw35LSG264Abfeeqv4iDtaME466STMmjVrrw4mQIAAhyb45r9mzXosmNuAcIK2WBfROhVgxFchKjgkfKqqxVX2XYcLbLUzzh1y/0VZPmc1TEaT2bpIg45wvS6f8+u0PUYa3A7qlErO5Wt/rCaLvE1pRDe3yqwov29kvSAjSUlVZJdIdNcl3ZSLIFZssDuSyhODZngMysqrI1OkI1ukyTyf2C/bDCyod3HLM69I0XuAQx8vvvYWNtbYqhom57armjzpQkzbTdowMrYk7/J8FHhrDJmBVmOeilBmNaWSZtX3aMuldVy+RiuwdO6qTl053xP+7bYppkI2Y96C3lHnLJOk6RQgMW7tqyPayH7VkFjarSIHTpmFTFkYucIQrOKoWOmd/Ag0qqOV3YCifLjSX+rCZa2NbasOUipWYRNuLOzNmVJVs6ClslIp4wzpgdHT+uC3/+8aXH31p4Jk6oMEFBweefZ5Scn98sUXYmAZVXa+Dmpoy9eQiGpYXu/gjkdn4f4n38D/ff8KfPbCwRhUomNDVY1YXz8KdBf85U+P4omH1+FL3/gPvvitv+KeJxbASPB1m+epcrxwQ8aJKCs73w94Tov9nW4aU70Wv5e0ccNf7sOGjRu3e476+nqsXr1GXod33CDkzOqTz7yE3//z8Z2O9b8vzsCytVV48JW30NLS0om/1QABdoao/7vwcSChd+/e+NKXvoTnn38etbW1+N73vofly5cLF+zXrx++8pWv7JF7drfN8osXL8YDDzyw09crKipQV1e32wcQIECAQxtcFNx77/N4b1ULkknAjXE+zgaDRlPlpiwwOFvqLzZyRWr720zosti24qp3VNJGvYpEUY5kYaICkmgBJpFVqbi0S9oq3dTwyKROsmlDzzgINdEDrOpdws02Qs1ZqXkxEw7CLUrlsvL4fC7cNt5SdTJyblSUVs7yhTRkCmn11ZAuVRZeN6dISLhBQzjnold5JJhH+oSguDAfDvtDk67MeiJH5VKHIQtpZVNnsrMd27YPTPVHNle8WWXp1uXpzdnkfBV2xDlTqWjxVSEq855aStJKF4Ef7EXiKrPWeWqulNeKWsgr4ur3moYbc8g3w0J+uSnE9Or4Bsr9HOJ2kCs2YBVGEG6IQEtnoTOlNxaF070EmmVD29oofaXgTCmTdpm4a+iwi2PQUzn1nK1pIa16PIxjTq7El79zBUpLS/ffHyjAboMK4ZINW1A6aw5OPGYKJvetwNLWKqlk4blkcX5ZA1YngJY1zfjB7Q/gB1+9AOPHDsOL8xaIWnrMpA+vhiBRXLemBTZ0WClgSy2vAwc6X+PDauNFFuO8sa0cAP75rGaylfWd2WHddaAlZeGfj7+M7157udjq58xbgKffeAevr25B77CGnsVR9OtRhLLSAhQV5mHdphrMXFqF719z+k6v093LCjF/zVZ0j8WlUztAgK5N3z0wVNA9BTeuPvWpT8kHN3tee+01PPnkk5g5cyZGjdq9ELLdXjFxl3Pr1q0YsMNQ+YIFC9CrV6/dfbgAAQIcAOCudVf1BM6ZtwRvzG2Gy/lLrmds2hqBtp5mu82Ri2iVFKoG66j60MLrpyxStWEdhm7T0gs4zFtxFSGV4AupxfAstSS5MS62HfkvlU41d8cqDjVLx7nVTJEpHaQah5Y0klcO6ClywBAlEoJwM5/XFQulLPa5+NfUzGumUJO+1Fyhg1CLUnn53OE0MLbUxMCKIqxZtx5DBg3skt9rgH2PVWvWoH/fvtstYnntzF+6Gg7TchleJBsjrHJRKj1BQkobOC22vI2y5XrzotyASblwWEnEnRqe2h6pFOWdGyheAJJ/jouKSgeAxrAXr/qIXbv+9cUNEsL7D+/P5+DctBPhea/Cj2Se2gDCBhArAsIxDU3N3C2izRgwXA12t0LovL5sB7nCCFBQAbM+H3pds6i3nEG1oyHoiSy0rA2NFTEkrBX5OGl6b3ztxmuC3siDEDzHr7/swna3x9GjhuOe9Vull5l1XH5HNM/JxpSGlkQWP/n7o/jeFWfi02eeisLCwo98fKqTFpV1bkbS0u45YLyHbJ+XlplrOfH58kxHiurFFYt6i4bCnItfXT0NY0aOkPuSkM57ZyH++vibGNKrGCePKEGU57yrI2yaeGfJRqyvTqO0WwifP38SRo0cvtOxFeXnwQhryI9F5OcPQusCdBkOoHnRzgCvv6lTp8rHnmC3Sekll1wiMu3DDz8sHn6+Ib/11lv49re/LalMAQIEOLjQ0NCAuW/PxxGTD+/0vkDO2i1evlkIn8wJ6exZtIQQSggMk3WpknprVgl2yajKC+6SM81WQl4k9JO2Xi6kHamEISHlgoVcWtQoKkOeoklVNe3VcsjiibyV1RwFquCOfY60Qeq2DiNjCOnk8VCB4hweCTFn9RhKI4/JQ3VILrYpWnx+OWZL9aSyosbUNAzOA/oX5WHZpkakX3gD049OorioEH379O4y4h9g3yDHmcodQFvgss0NCDkusiFuqJAUOpLMTHLK8y+XZwrhpNLJzRepfpFOUhW9SAU+x5Ag71w2DE3OV56PUgfqKaLywc0abuLI46lzUwUiKbIrgUfsJU2ozR6e+3QRCBGN6gilHGhZJl3r0PI0TBwRx2lTRqOoKB/lpaX4w7+ewcr1CbRAJfCazV6NS0hXGze6Keoq1VN290oCddaGnubcqQ20tEEzHJx05Vh87YbPBoT0IFdAfIwbOQr/L53G/z03C3VZzs97DUE8R3NAztCwsCaHBUuX49Rjj8b8dxfjqMPHf+hrHpM7jz2+L/71/EbY/mZOTnVEsx6JqdLingmra0h1S3uv5x5p5bXQK6xh5LCh7aFjRG1jE6676AQcMX7sTs9LJYdEk+flBx0bvz9iUH+a1HHutJO3e9yly5Zj/uLlOGHKBPQORJgAnYWDkJTW19fLfOmrr74qgbfkgjuuK/cJKWXq0pe//GUpS+XFO3LkSPnvZZddJom8AQIEOLhQX9eA1Us3IBKPori4EOMO3/mNfE8xb+4CzH6nRZQijbUttCJyHs1bhHRUhUTtsRjKAsRrHOll5MKbX+NMHNVTIalkk55iJAm5vA3bKdKKmJIg8mt8LiGq/od3H9rOfOVJ5k2ZaGooFVbSfRn4kXDUQt9W1kr24dEiLGQi6lsiXbFFhr0ZVFdzkSvW0BRyMa+1GTVZYOmGerww8zlU9DHwuy99Cus2bUa30hL079MnCNA4CDFi+LCdCOnGTZtRvSkjFkQucUNtlsyOkphSNbRiIVUZ5CmaBDdXuOD206SpoHImWa6BDoEW7WqUDz+xl0TAv5k/bk2lieerV9kin1Pk4sOKA1gRUQkTYy9v1kH3fiYuPn0SRg8bJsmrXFhMHtMfNS3L0dhsQ6fLIGRIAFK6POylALOeidYDNROu25YosKyYkXnSeATDjyvDl751ZUBIDyHwb3ni5ClobG7DLTMWw06oiHK/T5qbjt2iwBGjRmLpqlWoKPt4u7bJ86qHAYeqZ1a9hksvb4hjGxqyRW773KiMUDDkjm8hUVcqhpha3ZJxJXm344ZqQ1Mruncr2+465bnd3NyMZStXC1n9MLK8YuUq/PuZNzCsX3dJEe5ISnmfwf17yePNnDMP/3lxDnRDw3nHjcegAf3QvbJSbsPE3ubmFlRWVuxVZ2OATwgOQlJ65ZVXYtWqVbjmmmtQWVnZaef5bpNShhv99a9/xQ9/+EMsWbJEhuHHjx+PIUOGdMoBBQgQYN+iorJcFpM9elaiR8/unfa4VVVVeODPL0Jr1mFwXs1lHYslNsZMMWWgbeEuXM1bvjJEyxYHhTwSyYU5Can/uZBJb7ZIFisMz6U65dVmSAiR64cRqcfk4p8JqKJe5RTxVRGiipCKAhtXRDnS4kCj8trhjUISUMVe5sKmQ8T0jou3SzPZlOEcNlJZE80FOhoZwsEePQ2gI7lnfgQ/vv8xzMxkETNdjAqFcNrQQTh58pGymAoU1IMTXOg+8OCLaNxiI+JtcPA8dE0q8WRtSmEUeOcq/+Nbbnke2UWKsHJRz/NciCUTe71zvL3yxV+Y+wFJsmmyLVGXC3l/vlS+Tvutp6qKctpqy/OoxN4cMkUG8oqjGD969HahhYuWb8KKGkfmoo00N5B02GE+Ce9rKzsxyWiWpFvNbdMSr9GZkBdCn8oobrr9WlHCAhwaoCqyZMVKHD95Es4++SS8tGol3lybEbeJOh+VQ6A5AzzwwmsY0bcHJo4b97Gva+dOPQ6vr38AK6pshjvD5Tx/lCMWtKWrTUW/T1rU0hI1N02nDF/HS0wHXzh21HZW4fUbN+K/765C6eK1+HnP7mhtS+DuR15EU30K0bCJHj0LMWzwwA91BQ0eNBCfPseUWVKubztuHhYVFuJfz76OmqYUFtdmkUurn/ud+W8gnqfh9u+dhZEjhssC/bW356IgP44zp53UeX+IAIceDqBk3d3BjBkz8Oabb2Ls2M4TMYg9TuHo27evfAQIEODgRlFREb703c91yUxS7dpWaHYeQjpnkNRcmuPN43HhzRoMBgrZEe6IM21RgxGiaqSIoBBUznjmqTd/sWwxoVQqA1QnpCy67W2puNIdajMoQ/FOqeRgH6o/cyqPoTojcwWGLKrZ3ZiLq05TElJFDFRAEudS5f6ivCrV1reakeTacjtaJ1lFoxbqYtMMA3kRoFc/Ay3ZHBY2OmC6U1LXMN+2sXjDctw1YxlOGdYNEwb1x6knHt/pf4MAXQuqKNNPPwoz5z6NZJ0j9UairNNCK4sN2g91RQrbVB2ME9HlXLdiaoHNs5RWcBJIFeCizl/ZM/Et6R276jxVVPZMvH/LOReGWIB5nbRfXxqDuVgz4yJXGJagI85a2/EQckVksVo7caD6M3/BIsxe3Ixos6uSgpkmnLEQTeUQrnFgF0ZgFUSUOyGre3OsvE51CXEyow6u/ObJ6Nat2379uwTofDz09jsYMWgQKirK8YUTjseCNc8jScc2Rxq88zYdAf69ogHd19Vh6uSjZNNm8bLlGDtyhLzP7AgSw59dfgF+8++n8NrapLxm+q+dtO/KWp3zzPyv6XLIWd4jzJyGbiEHP5t2LI45avswpefnzMFym+nrFm7647/R2mxhQ4uLYWUGLj5rArbW1KO2rl6Ct9iLytEKugRIJHk9c370jbmLUFqUj7NPPbn9cdPpNAoLC3Di+BF4e+EKVDc3YBO7gqncZoBk2sGKVeuFlHKTZ+xIJdT4/amvzZ6D3pUVGDl0aOAgCNAOeZ0/CJXS4cOHd0mH7y6R0uuvv36XH/A3v/nN3hxPgAABDhFwhzmaH4ZeTyujASvPVOqlt+CQmSFvcW7nuYDpINRgItSqgpA4Byf2RS/sSJJHqf6IOuMFIHnKFOeOLMdLwRWldZst2FdMJeHU8G9vqMdkwIbmq6gqXVcswSFdLLsSppS0pT6G83VWjPfbFmYj5MFwpc7GNQyEW20hH37KaiQOhFxg6Xpb2jI077iExFpAa1rDo3PqMHNRDSaMGRUs5g9CjBw5HKNGvoE5s1qk89Mnin7VEDdOzKQjaiPPeSNFBVJt0tCeyKAuLeEFfkVVdZGaoVaQc9qbafZGUNsdAr51158dFVu6q0JgpBaGfY6ejV0qNDKcaVXhX3z3H9GjRIgDay/eW74Cf3v8LaQyGiJtTATzOlWbWqBFozCyOVilee22e57jru5ZgqM6YmXA5dOG49hjJu2fP0SALgPJ4w0Xn410JoNEIoExI0bgyIEz8OqqlKpsCW1bWPNcrA8BL7w9E/UtbXh68QZcWlWHy86bvtPjckOEs5l5IVPGKjgaIRsuvjtARQDANXgNsb/U64W2gRH5EUw+YsJOj9mcSKl6pCywaHUO3fJcXH5cH3z2knPkPcmvhuHP8ezLb2Ngv+7oVlaCcCiE4UOHyGbqeaeeKEFMviWR93nimZdRkBfDGaeehJOOOxoz3p6FG//9Fmx2YxfQd6+jZ/dyuT3vl5cXx9xF72FLbS1eX7UCD1U1IQIXI/NeweWjx+D4iRO3m9ndVfBanTV/Ifr27I7hw4K+34MeB2nQ0Z///GepCOVc6ejRo3cKA/u4oLO9IqVM1u2Id955Ry7YYcPUfM2KFStkh4nlqQECBAhAcLHbZ3ABWpFCM3RPGTWRKTZFCfWTdjkzCgmwMCQ8Q0KGOFvEIBguwC2PgAqZU2qlWBZ5fyqXvG9cLWgkKEOSGZUyyoU5U0clqTGrOiQJq4C9qH6PpAqaCScYVkTVVnWmRhtthFotGG1ZeaxMOTtpqHjZSknVlerFxzUzfk2MoZ7XU4Yb0kBTwobZ5iJElUxsljw+slpvDtYFkiUannppBmKRMBat3oyTJ47CkRPGygu9v6vOhVEwn3TggYvYa6+Zjo2bHsSGJsCVGWYVztJuuaVLoINdvJ1IGkppzBWoEC9R8y1/00aRV84t+/PTEhbWTj69xyYh8Eis1GmIusRuU/V9hsY4hotQGzd7XFhRpdzyPmtqmnH73f9GZWE+QAu6q8Gw+ASqOslmj2lRHtxoCKEa1r2oGWu/EkTXDehRF717G7jstDGYfurUwIp+iKJP794yk1lTV4fePXti6qgheC29AMYGvuapzRSuKFnhlQtr+N0772FSQT5OH9EbLy1ag/EjlstMdlV1NUzDaN+A42va2CG98HjNMi9pXZFQGeUIObAK1W6M7RowW5VrhaSzzbIlSK9jZUt1dQ2eW1sNI6khnHJRDButDRpmvLkRF57RIqTUfw2lvfzaqy/+wJ+1pKRku895n0+dd8Z2XadHHXE4fhuNYt3GrVi8fBM2NiQxY+H76N27B3r26CG/rwXvL8fPXpmDTfkuslHAymh4p8XCgtkLMHTuIowuKMDQ8m44evwY9Onda5dyBrjWHjZoAEqKd1aeOQP71AuvYuqxk0T97TgPG+DAxcGolBYXF8sGCXtJO8JfpzBrqMtIKdOVOiqh3N2599572y/cxsZGXH311Tj22GP36CACBAhw6IE7Zd/7xXX4z4PP4MmHViJVayFdEZFuT+kBZSE65+g4kymhppqkK4qFy6sDICTYhXKjqDO+hVct7HVPefVVI8OzL3JB7o9pMHWUs3FCSoV0esmmum+ZpF1MWXyZKsrP/YAZsflCg1UQEjIpITGcb3VcCbWBl7JqpGzkCllxoyPL2VR/XpbHwl7TsHpMFZBkI9xqiaomBEUHCttcvPLcSmypsZGJmpj1xpvoHnoNsYoIxg4shZuzsGFrC3oOK8dFZ5+Evn377J8/aoAPRP9+fXHjt8/GrX95BusaXBhJRzYtZIFNi6x0kW7rGZVgrgxgsVqDBC+uqo3Ehu4FahFcnEspjD9L7TITVAWCUTLl+eMrl0qd9S3BvL68QC+pnGGwERf6ypIuCqgNvLcqjYWrOchah0itBdvUxb4u4UaFEXEU8JrSczay5XGpkJFQo6ghGzl8bKMI+PGXpgeqzScAtOA2t7TgrbnzMP34k7CmrhZ3JbcgUuWlQftOFQ2odTQ8U5/E4KYkRhbnYdma9UJK//TY02jJZPCbr3yhnTSNHT4Ux65ag6pkFr0Lo3g9nUASGorzbND8arUZaq8l5M2Zxh2cMWLwTh2iby9YiPpG9Ro9qreJ6688Ez/+1f+wtdrBnX97AjfdcM2HbpqQcDc0Nomdl2vbZctX4O6nX0OYDhndxbAe5Rg3fDDGjh4li24uyF95YyHeXlKHrRmmwmt4b3kNYrEZuO7yi/DG7Nn4xZuL0BAGsmHmFOhwwy5ydEukNaxoA1bXt8Jc04I73l6DwUU6Lj92HKYcMf4Drc4+SDb58UHgJuakww9DWyKBFWvWIhoOY8QOycQBDkAchDOll19+uZxvDzzwwP4NOvr1r3+NF154YbudJP771ltvxbRp0/Ctb32rUw4sQIAABz+qqqrx7qLNyCa4qvYqJagGeT2jXGmYkkDqhQcZaoFOK61aPKvHETsXZ0lZ3O7tpDMNl/NyvorEf/sVGRKG4dXE0DpJCKnkvBKti7LQ3qbCckFBxYo1MIQ/F8q5UsdkhQw7JskqVfovObKesaG7OnSGvzheIqkSUyHVpxRDGYokSpn6OkmxfEi3qhocJGlJNdlIJnKwiyIwkxkYSQt17Flt0LB+4UboyZz8Dha/Xo8Zz67FBZcfhk9dcGYwm3QAgX2HP/16CN/63eOoZrgRQ4e8cCyq94TaCHHhkAfm1AYMz3eeh6q3lDN6qmeUdkWx4frnDgmnZ2kUcsr/8rHZJcrzXgioBt1Tc0SFl6AvDboBlJdBFs9UOAmSSivlHRcVLgYVcbPFdSUEidcqE6bDTCDVTDhRDXraQqg+BWtQsWzQ8PEP6xvBgP799tevPcA+Rt8+fVBYUCDk7uppZ6Ax8QieyjRJ+jTPY52v3SL5M+fLRQNcfPHcaejbu7fc/6vnnwXbsbcjSkMHDcIfvvxFUVeofv7uP4+iOD+KE8aOwdqqLViwcRPerWnCu2EGb/F9ALBoSdgB3EAcU25iedpCNmkjHosiwbRoHVizvkWUxA97zXzqpdfxlxkrMbhbCHd991ps3FqN7sV56FFWjM21jaiqa8aPHnwBP7gghyMPHy9K79euvQTrfnIXahpziOe5qAnp+Meqjai59x681lKHJhhiIw416WI9VpuvvvNHuSQYHdZmAu+2ulj2xDvo/vR8HN6zECMH9sA5p09FLOa9qewievRQYYWVFRWY884CvDFzNo4+8ojtwswCHEA4SO27S5YsERet75jtLOw2KeXuUG1t7U5f59f8ge4AAQIEmDNrLn7zpX+hMRNDrrwA2eIQMkXKxsvaFkb9w1KhFpISqm8LMKLlVmoz/MW6KEu0+noBGFRLvbRSWcjHvPRRqQzgrjXrWlQokczaiWqkZlJFaWKYUU5ZEKWflCqr9zUuevgc2Xyy35AinBG9XWFlj2n7jF/WlnRVSaHUt09FpYLL23OhJrOqQsaVzbej/VKzHeQ4B6jrorjqqSyypTFJSDWbGBsMOFETRkrJv8k1Kdz35wVYvHgjfnTTNUHK6QGEIYMH4YZPH4cfPPwG6iwvwCijbWenpdVbkkQjGsItaqEq89PeRgsh53fK27zxZlSFjMpmjtowkd0O2oG9DWrZxJFEX02Ir2zo+BbimI4TJnXHv+dVweZcdmbb5okPnquGxQV0FobpwO0eE2LrRkJwcrS4O7IxYxXH5N8kpWZYwzknHRZsjnzCQOseQUXv5k9fBedv9+DR9U3Qsuo1Wk5N4YwaCsNAZXm52NwJBiV9EPh9fvBcuumzV7aT1sNGjsI5HCNbvBg3PfMiTuneAxMHDRIL8I4465STcMwR43H5LfcgZWryXOefOhAPvrAWm5IuXnrtTZwx7aQPVHUunH6qkNiSogJRgMaOHI6jj5zQrsbSlrhqzZrt7kO77fB+ZYDZgOsumYp/vfom5jS14v6tDYhX67JJGa+l3dhFplgpuHQJGU1q/IPWez/JnRw7q2uoagJe3NyMN2Y24am3V+KwwWW46vzTP/T39mHg74/kuampCU/T0nvc5D2e8wvQxTgISekRRxyBjRs37n9Set5554lVl4rpkUeq1LPZs2fjO9/5Ds4///xOPbgAAQIcnOAb4R+v/xca17YhN6QAqe5q0Uqy177I9sAZJJkH5YImpQgpCSbJKombmQBcWnxJ7kgyeZ88FXIki2ZJ39W8GSTAlg5SNUfH55PveXN8YmH05vuEWHLmLqIsvWG/Jkb6Htkd6fUwemRC7MGeBViF2LgS3sSKG7/3lDZJEhESAyYGS7AS1QMqozxe2jg5W5tnqnRT6Ua1pceViah8zFx+XKmuVHOjJsxWNdNKK6Ve1wK0JeCapVj40Gr82L4T377+CnTvXrm//tQBdsCUIyfiZ4aBG556FXU6Q4W8OeikIqQqJEttWvgduqLak7ySHPIakS5GT3niPLS1PfGUf8t5r+breG6RgPqz16LAeNeangHS+Rr6965An+XVWJVQFUr+YljSU8O0lXO+msm8prLtiq1e2dM5C+6f/7kCU4LAQpaL4f1COOGYyfvxtx1gf4Obad/61PkIP/Q4Hl/bgIxN8sXXZkW4SmLGbm9afJDddMSQIXjwun4fSax4P36/mP7hjLKzXnbBGXhu1l8Y/I6X5i1HRXkpJh4+fqf78hjPO2Na++c7kkAS2SGDBu10vy9cdQGSyaSk+f5sxHDMeucd3PfOLFS5WayP5tBWYCBS63VcR1zEq1VyGfuMk5WGJL/z2g21bu+mcVMOVm22sbSlFgs33I/rpk/CMZOP2mWbJHNfbvv1PUjZFnp3L8ZLr7+N8886bZfuG2DfQUwFByEp/epXv4qvf/3rwv3GjBmzU9DRYYcdtm9I6R133IFvf/vbuOyyy8QKIQ9imlKg+qtf/WqPDiJAgACHFviaYOTHgIoIdJ2rXxJPpRzlTBehpFI0uYC24w7ciAs9wQAWL4GRi3PThZli0IsinhKwwsfOKOLKV3KxRYrtURFL3lcqXyyPmPJ10lM1ZaHvzfnJIl6eQxHcXIGDcKtaSKneR6/OI6Qel+TXV3Fl5k7XYOWbyBZxga4suFywhxIOTJJMKqthU8goQ5H4uahX0l3Jx6eVmYs3JhMzwZRE1VDklYurlBoMpD1Ty3E1Y8MuiMDNj8CwbBjVzXAdG4ue3IRvvn0bLvnu6TjxhCnIZrOys7/jrFWAfYujJhyOS1euxZ9nr1c2V1vZGQnfpqsCkBSRJPyEXJ73JKMqBMxL4hUPuN8f4G+ScHZZkVypLKJq6j0Wz2vZxPEcBySovXtWoLQgBNuykGZ3r2cN9kkxyWmGFUnFhtxP1FpbpVCrvmANuuMiUpNCon8+imIurr/mDNTW1aFXz5777Xcd4MBQTm+85koMeeZ5/HXWUtRkdFH+6FxpTNtCkHyldK/S3HchCIiOvZaci35lYXlOXhenTeqHim7FeOTVJVixduMHktLOOC4S9ClHHIHJEybI+njFmtV4Yt4czAw1YLXrwM7RxWMi0sTAMTp5HLm+1PuEN8LijXTwPUP6sW0Nyxod/ODeN3F7JIKJEz782Knm8oPHsWrVGtTXJZHRXFx+7liZlQ1wgOIgJKUXX6xCwj772c+2f03eg/ZF0FFHcLHDKGAS0NWrV8vXBg0a9KGD1wECBPjkga8H404YiKo/LAASSYQLw0hVRrwZT+8jAmRKVDqoy1TPsItsiW9pVWFBXFhz4cy5U7H8euoQE3O5UM/l60I01e1U8AsVVs7zkaC6DEQStVJZJiX5VtROr+/Us0fyualsiiqre1ZGJvV6wR2EKFSa6jZl0bv/RiJWSg+yyKe65LgIs1aGZJlzrN4cH6Fsu9tmV+W/skOu5v9k7jDjpQinOXjoyCwfyanbloDj2NByObjdCuGks2jYqOPPN7+CB/T/wWpKo2J8T9z21+t3SpAMsG9x0akn4dH5/8CWnJe869m1xbZndPjb216Yl/durAKNvAAjL6VXbbJ0IKWeyq82TuReyn5O+y8XpdzHYKiSbHAokrt6w2aMH9wdMxdsks+5KFbhWyoBmhsyvBb5OTeQlG1eF1JNVUc2TuImtKght+k7JIaS4mJsqtoakNIAolJectYZOGzIIHzz3qfRlnRhmRq66cqWu6+weu16sD4xL6KekwrO5668EMtXrETLU4sQ7sJj4XhbXX0DBg7oLzOco4ePkA/Wz/z3lZdw18qVqNEV2RRbv8YqMRfhFiDc7CJbqBw2/Jwz5cw64LUsbgdXw7I1GzB86OD2KhmGM3EjsqmpBfF4DJs2b0U6zUTiGG7/w4tIO8D1nz8Go0eO2O44eR+Sd1b9BNjPaLe6H1xYu3ZtlzyuuTeLzj2VZwMECHBogztl3XqUwE4kJIrRaMvBKAnLAlssuDqDa1USqCTTalRkuDhncqmGSIPaNZbFuCyYufurCKAs2qkgOkC4xRHCRwtUx5AjKkM+8ZR0U86DenZJ2h3lazFFdkMtJKGsGuBtuGsN6KaqpJHb87m9OVHpfmRVjTc7ysU5H0OswVzci/3SUASWxNOzanLhIeTVVWm8ZkIxDINk03KgsS4mn8qq4x0/1Spbvqd+cKY32kA0AqcgAm1DDbC1DnrOghuNwoGL+q31Mp/aYjdg5sz5OOOMbcXvAfY9OOs7tCyGzQ0ZuCrTShHPDvZb30LbTj6ZzpxSpFVqMMKefZfXgB+Swrlo25sZJfx6GbuDos9LLEc1xruJA2ysasDYYf0Rmr8ROUmS9q6HDoqphIPxPOf1KaPKdADwXOfB0mpP/zBgui6OP2IQ2pIJHB6sAwJ0wMjhw3DrRSlsqqpGUUE+apuasXrtOpQWF8GybVSUl3dpGuzokcPx628Y6N+393ZJu0OHDMatXzkTw4YM7rLnfvSpl1Hf3IZvXdd/p/Xyp6efDTz1P/xi0SrZLOKmKdPk+RpAIpoq95xASc+po9MppN6HOOJh5oB7HlqO/z29HKecOABHjBsu77OtrW14+KV5WF6XQVIcSEDMcTCkTwzf/9IF8vveEUveW4r7HnwdP/7+p9vngwPsL3izRAcZ+vXrd2CQ0hNPPPEjPe2vvPLK3h5TgAABDgGMHjcMA6YuxIa59XBytqpqySgbo6g0QuSo5NBCy0AV+mupypCUcl5TKUxcZEunp9cHKo9Bwud1PnLxHWkmydPFqijzejwAry6GCpBUwUQVoRWF1AuXofU21KbmU0Vx8uZJZQZVSIJa5PsqKec8pauRKtQO6hYXEuliAyGWvDsqyEYSU70yeAm3CUt0qqqfkXoaA1pI7Zz7ti0JWuJChOQ5ZEDPZICwCTcUgRMLwyowEc6UQa9ugGsl5flJbtkLSwKrNyYx5633A1K6n0GF5vBBPfHm5jXQGY7F9bGpqcRc1hB5Cc08t7kR4gcZyfnLWU8J9OIJqcG2lFWXiomo6HQERDyC6p078jhe6jTv79t/xXprAlub2pC3YQsME8gIiVWVRX4atlQrce5ZbObqPnJO0h1AMgr/+lC1NK3pNN5dsRL9+/YNukkDbIeJh4/DRO/fTzz7Iq760xPIY8ibA4wsjWD0wAqcc9rx7Umxfg5BS2ur9HvuTb0E3XwTxo/d6et8zFEjhqOrQLvu2ws34LgJ2xPSjs9/5uQpuPe9VdjE9zt5f2L9krqGVUq7i1yh6ifOtSmVVMLLwgbyqmzkki422zru/+8a/Pfx1fjSNYfjnOnTMH7saCxbuRqvzV+MTMbCGcdMwMjhQz90lnfsYaMxdPZ7uOWWe3HTTVcKMQ2u4f2EgzR9l9iyZQvefPNN1NTUqPVHB3zta1/DPiGl48aN2+lCXLhwocQDf+Yzn9mjgwgQIMChh7HjD8Nv7x+MRx5+Bnf/Z5lYbSON7Of0knC9ec5II2AVAXahDWbji1LjE0RaCWXOTkO4lWEsjpBCNVPHXWa+cauFPi29dlTtLJNwEn4irm+XlAW/F0okxJGJvVyce4tyP3nXV2dlsR7y1U7v8WitFKWKM6yKzPpzeYTmKgWYxJsEgkRaCIKoUOrdh6TE0XicupBTFVfJ3XNFtPnz6FlbWTRJvklKST7A6hkTmZ4FiGYt+rCgRSMc4m2fOXQqS7G6Po10Or1LM1gBug7nnHw8/jdrDTY1qhkyObekE9dTJpnKzPkbqvgegfRJosw3m9t6THmuhzQXRouqhJE/dthL7c1tU179lGkSU6WYqsecvyaBy6dNwaC+PfD9F+cgJfKoZwX2jkfORW+BFKtR89S+Eks3QrjVkXNUb3Xwz1fX4Jvnjw0WswE+FKx3WV9dhz6ahq3VLhzLxYLqNOZs3ISlWx7F0WMGIBwy0btHBV56ZxFe31CHEaVxnDhyKPr1qBRllR/dSkowsP8Hk739Ac7NcRHeUfHl18YMrcD5Z53yofdjjcwlg/rh94vXI1XozZl715u65jXkivke5qiQPfYYS1I3v28gWq+uxx5FGs48cTCKC/PbXRlHjB8rH7sCHvfFF52KO+58FGvXbkBD0xJUdCvF2LGj9/ZXE2A3IS/BByEpveeee/DFL35RbOq0gXfcSOK/9xkp/e1vf/uBX//xj3+MtjbGVwYIECDAtl3rSy47B+9trMXrS1qRKjdVem2GASxAtlApliyS0+tZv6K6Fvl1CQTy7Lp+Gi47Qnl/ptz63Y9CLL0AIQZIMHWXsziM4CdIGsUO5ak+aj7PhQ4NuTjn5DxHpafgMpeJCwXaGlXwhFo5qLAXJdJy9tTiYiHq3d+m4urNrYr1ypvp82yRtBmrxF6PDEc0ZIsZhqSJ/VcICDtbU95uo7xJacqya9nQWtJAJg09LwqtNAyHMlcyDS0elzlTlb6qA5EwNNNEbZWD6poa9Ovbd3/96QN4Hd4njuqJf9Zubv+anGNehy7P60xMJVBzYRJu8uZNSRJ5SlOtZ10SSWZI3ZdhYf68KUF7rXpgz17uEUl13isbOW+fyAA/vOMF3PDpY9E7rmNVo7qbnOPexgqtw7y+OPfK1F1ujDCAi/Z3HlO6hNefOr6UrWH91rr98FsNcLCASt3XrroU52zYiB/89VFsrs8h3abGKV6rSmPGlqVq048bfqaGjKZhXXUKL9QuBGs1Lx9Qib5lZejxARbUroAf0vJxeO6116UT9dQTjmu/PRfnX7nmko+8f2NjIzjoGa8DchJuty19Va75nIZwPWuXSEqVcspSbLvIhdXDAZaGEG5y0ZIBJh05GiOG73kdB4nETTd+Xn5mzpg++czL0A0dY0aP3OXfQ4BPrlL6wx/+ED/60Y/w/e9/v1M3Jjvtka644gr84x//6KyHCxAgwCFkY7z8nOPQbXk1olUp6ezkR7TB2WYb9CyuVDpT3R3k8rbZXu0YVRqSV6VKMniFxI+KaaiNlRUqTMh/NaN9MdroINrgynyO2HWzalbHDzyiGukrsfI80l3qJ+961kXPTinzdXkqdEJU3tC2Y5HOVO95Jf1XVFr1Zi41LlSD40pR5fFyoS/2X1OppPL4HrtQZFUFy5DAyjwp4ThwE0m4LW3QEmlEl2xG9J31QkqFkFo23GxWzZ1alvxsOSq4VF8D7HecfcrRKAsrYhhpYsqzmlGWOWUv+IuWdc3ibLQ6R5k4TbLJzQrZqPFSeKWnN7wtjIuQzRJsCz2S+VJHqfx+UJjMKesaajIaXpqzBMd1r0CM15+rZkdJCPyUX9UXzKAtPrgufb3ZIk3mUzkPnreFZcDqPmWlBdiwaeN+/g0HONDRr28f/P2H1+GBm6/ETVcejpMH5+HScd1w2eQKHDs4hopCIBf2uqt5blsarFZg2aYGrNlYgzseeRZvz537oY9PErW3iu5jT7+Aex99Qv69IxgKVF9fL/9uaGjAK4uW46hxh+1E3D6KyNXV1eHLt96Nfz6/Hnqbi1gdkFdNp5AK2NMZyhfie4SGSJWBaIuGY4wQPldWiXOiBejt6nAqXST6amjVdPz09v9h0aIle/Vz+8fMzYPjj56IPr1VYBmTe5957hUJaArQ9WjfmHA/+uNAAmuQLrnkkk53ynRaDNnMmTMDq1iAAAE+EKNGjcDFX5+Me+95D6kI33htRBuATJGu1MaYsjF2HPhXc5eKEAp5MwCLs5asgjF0RJpsVb8SVS9jKtiFtmA1FxersYX4SV+o2BypIFGJ4kpcdUaKXdZTRNWDeLkDXqqu2G9TriiqomBJeirgeI0rcrgdUlThWXyFqHKBz9lUzlKFvPnXNlU4aYSpSOnbfZ+ElR/y/WQOen0rNNrDLIurJriuAy2dgYYowFTeSFiqYhCi5dkGupXAzYsiV56H0nygtCQIsDgQ0LdPH0wdW4GH5tV6559HKD1SKWFZKUU2GfqlZkH9mWM/IXdbQqN/f/88o1NAvi6Xjzdf6iVOaxl1Hsvsmg6kYzqerWnGz48YgVcXVKG2lkFhDAlz4VBx5fVAJdRyJdSIz0OiS5sxa5xo3/X7eJ24hogRQllJ6f775QY4aEAlsXtlJc48hR8n7ZRa++KsmXhr/RrUtGTF+VKVzqIxlcNbq+uwtQWos2fjtXfeRzZr4wsXno4XZ8zG8Ucdjtr6esyZtwwFsQj69KnEUUeOF5I6951FSGeyGDNiKMrKSmXxzLTapctXIZPNIRQysWrdFvTvXYmjJ7HGZSxa2tqwfNUqjBk5cjuCyY3VJCN9AaQzGVx/yTm7nW4+b+ESJBIOSvOAYw8rR6/upVi4ajNe2phA1s8o4H81gPEKU/Ki+NZ5Z7Tblnns769ahR+8/iqa6jVsrLXxnd89i599zf7AGdrdxdbqasycvQTnnHkCBg8eCMu28Pf7n8BZ045G71490dDQiMrKir1+ngA7QBYbOOhwzTXX4OGHH8YNN9ywf0np+eefv93nvPi3bt2KefPmiZy7O3jjjTekWmb+/PnyGI899hjOPffc7R775ptvxl//+lcZgj/66KPxl7/8BUOGDGm/DXetWOL6v//9T150LrjgAvy///f/xGPv491338WXv/xlzJ07F+Xl5XL77373u7v7owcIEGAPwWvzokvPwowXl2JZbU6SbhkClL/JRlsfQ0ijbaiAB87RcBHNBTlVJe4it8++wZUFOokmSR0Vx2yhUhwV8VMLdVppWWNhpkn8TOSorlKR9Sy4DGsh6eWcqp1RapHMp5IzUpnyVFpJzKXq1MEuSdJLyPxehGTCs/ZKSIwipz6J5bFGWlRIk4RZRPmgvmpmS/CRTzxEKY0aoqQKgY6ElY3KdqDl54l1F5ks7LAB14zDiRsI17pwLRsIh+CU5CHXvRDZihiOHleBoqKi/ftHD9COkvyYED0hpRT1/Qo3b5OD54CyrqvzSmqNKBpRAA9vPx/t0DjIDRs6u0liOd9M+7p3zvL82ZbAq54k3c2vfHHRCuDuV+ahOGag3rFkdlSuG26QeIm/GoOYHNYfedZyQ81p+/PS3Kxh6FJzayKogwuw1ygsLMQF007FBXSc2LYQQs7Es0omlUphzsJ3UV6qSCBTfRe8txSvvrse89dtwbvrUzihbxHWbKjHhq0NqKgow5x57+GtdzagNeugMLIAZaUxjBvZGxVlxejfrzdcx5HRkrGjR+B/z7+Oq27+C5pDQLc8A6cM74/RI0ZsR0o7dpH27NFjj37GqccfjWMmHSGPy8fiXOf5mQzy//YAnlzSiExMbb7K9R5xceTAXujTq1f7/fl6zv7Tbyfa8C1nLmzDQJuh4b4X38KYUSPk8fYm1XjsmNEY2L8fmlta5BhpDe7bp7cox7T3/ufpl3DtFRfK5kKAzsWBpoLuCn72s59h+vTpeO655zBmzBjZuOmI3/zmN9gnpJQvHh0vVi42hw0bhp/+9KeYNm3abj0WrQFjx46V8tUdyS7xy1/+Er///e9x7733YsCAAUJ6Tz31VLz//vvtLxCXX365ENoXX3xRQpeuvvpqfOELX8ADDzzQvgPH4zr55JNxxx13YPHixfJ8TBvj7QIECLBvQIvQqeeMw4ZbZiDTrUhi7mVmlIRPKlfYy6kW1kZKETwm0IoCyi5Tfj2jLLN846bKquWrBT6thSSCYodMe7OdYaVEqh5S1dkor3i0NIri5CfebkvbVc9N+6QXGhTyLJF+n6SXcEp1SgiABRiOIry0GQtxJrmMqV7VUKsinLmYBos1Lww2yqn0Vf5XlFFNfU0Sd9mhmnPgsssuFhZrrhMz4cZt6GkbaE1AS7DkVYdb0VN+GRpJqWEg17cM2WIT3MA/+7Sj9/efO4AHbqg+99JqGDkTOuc0c6rCSIVmeQFang2c9tj2c9J7n1XK57YwLQkjgqescuNDOk0VMZWALqqjfEz/bdqbgZZrKQsJBFuZzMJMsE9XdZGS5DI8yeJxcQOH5JeBTK7nMvBUWXXOs76J/TAuXp61Dpeek0Is5iWLBQiwl/CJFUkjQRJ0yvHHtn9/3JjRQpROmHwUlq9ejUQihVHDhsg5yPtS0TvphCNxwbmnyELZsiz5Or/vr10ZUjTj7dl4bs5ivLOpFSP75uGqscMx5fDxXbaZx2PZceHO98Tvfu4y9Hr0aWxtbhEVuDGdwcDuxZh+/DE73Z44efIUXLZhHf6FWkQ2aJizOoWv/eJOTDt8KM4/89S9Okb2n/odqD5q6+rRvbICpYX5eH3m7O3+FgE+uSApff7554X/ETsGHe0pzD1JXOosnH766fLxQaBC8Lvf/Q4/+MEPcM4558jX7rvvPlRWVuLxxx8XL/PSpUuFpVMBPeKII+Q2f/jDH3DGGWfg9ttvR8+ePXH//ffLLg/nXfniNmrUKEkLJov/KFLKF72OswUktwECBNg7TDvjRDxx11vYKJZFWwhYHlWiSkMROaYMim2RC2hF3DhjqRJ3NWQKGS+hFux2iCEQnqrpqUiRZhJKNStH5VOIqSzwvVk79TDK0mh6M6skBN7iX9XCaPIYXMQzdEmUIS811+8olRh//kNm67wEVPacevOotEPKfb0OOn++j/OlUoNDpYkkJMOZopwkLfKDoTSq7kNHplsErtYMrcVGeK0FrSUrNl0tEoHerQRGyoDGVF4G29g2jJSNgp4mvn/lsRgyeNB+/CsH2HEjt2e3CDZvsdtnllX4kOoK9VVyv2dXPnd9xVORQt5H9Rf6Fl9v9pkkkTlXMp+qXARir/X6eUUttVTCNb/PDZtwiy3XntjLed6ZDDRyoFsOTD2EE4/phpcXN6FJEn/VzyCJ1dxscZWl3cipY9i61cL6DRsxfNjQ/fkrDvAJA8kcP3bsyK2qqsYd/3gCy9e0oLJXFJ+7eCpGjxyx0/1fmzETP3xwFpwi4CfnTMTJxx6z31Kk+XN89tJtoszHhQyRqH7j3AtQ/NTTuLN1E1J1GmbV57BxznvY1NiIL1x4bqeN0iUSSdx1z/OwXBdfuvo0bKiuknXxh1XNBPjkBB39+te/Fl511VVXderj7vZVOHDgwPaB7x13g/m9zsLatWtRVVUlCqcP7mAdddRRMr9K8L9UPH1CSvD2fHGZPXt2+22OO+647SwHVFuXL1+uktA+YheAz+d/9OnTp9N+tgABPqmgrX7Mcf1gbmlQYUU2bawWYnW2qIpqcc1gICo/ni3RKxSnwiM9oQx9YYKvN2cnoUNhEkmlktIWbKQZKKQW4lRcxQacVP/2CYDlW2wtNV+q6lfUAjxdpkuwkf99UZnkv2rWjzN2inBSxVVJSWI5jqrP9QyTcxUxYDoviSnJr4TUGNsUVVGomCacpJ+Tc3xGO0GlYhupCiOcKoYeL4JumNC6l0PrWQEUFcDNi3nEmNUgIUSsHK6YOgjHTj5qf/+ZA3QA34/OPHM8oq1ppEt1tPXSpYNXLLpeUJFUAHGzQjYseB53uL9X9yIOAQnZ8hKnc0CIoUn+fT0VVPp8U4qAEr5iKoJr1gvbov03a8NIWgg1ZWC2ZqGnLJitNkYO6IEjBsfUdZHk7ToouoZyKCQreI5qyDka7vr3i9i4adP++NUGCLAdunevxI9u+Bx++eNLpGpm3pLlH3i7JSvX47A+Edx29mScctyxB1St0a6oTHwf/fx55+IHR47ABYeXYvKgCIwyB29vqsad/33sI9e2u4OKinL88pbrcMv3P4P+/fpiQK9eQfhRF1XC7FLQkYsDBtyY4EhlZ2O3ldJ169aJ539HcPdk8+Ztsfd7CxJSgspoR/Bz/3v8b0XF9oPXnEEoLS3d7ja0/u74GP73PmxYnTHH119//XZKaUBMAwTYe1x89VmY/+LvUS39iC5CLUwaYpiQgUyJIm9mQlVPkOhJgBA7Hb0aDVnMe+RRbL0SKuTP52kweVvWr7iA7ai5U6aZyh6cpkig2Hl1t33hrZJzPaXUUz/52CSfJAg8TqaXEn7wjPybSi1Jco7H7RWhm2rej8qpr87ycTnXSuKQiVIFdmG6KvDJNXXY7IGMq9lYpu5SQRbyoIWQKwzBDZncIoeeYTdpDlo2B9gW3JABpziKgp4hXHrRGFxw3gc7TwLsXxx/whQ89+RcvNnEc9jrFfIWJAw5UinN3jxzh95Qu4PgwXlQbthIXREd21mey14Sb9jboJGeWy8YyVYEFWHPaeBdI8pqoMLCaNnlOcW5ZVrGteYsZs5YgZHje+PN5etVBofMTmuwTW/GNQSk8r1qm00a5ixJ4pd/fhS33/zFQEEJsN9Bgtmnd2/8/MYvfCjZvPris2QW+kAiowStxhs2bcKAfv0+lpzyWrv4zDPa1VXO3jKs6O8vv4ya+vrdDmL6MND6TLcHoWs6fn/fY7jk9GMDd0Rn4QAjm7uKr3/96+JM5YjlfiGlTz75ZPu/6SPu6LsnSX355ZfR/wAqN+4se0iAAAE6F3369MbxF47CI39/D3aZmi2lUhhutmDFTVFguFDnC3U23w8PYqCPmhlVlReeZVfbtiDPFnn/ZQOpVGKo6hUhpxE1r0nViGpUzuuClHnPuDc315EM8NIneRQ1dts7hsz1eXOv6oFJKtTiwchqsD25VQJiqFal1DFL16TXf0pCyuNOlRlCPvn9TKEhtl2TVRwMmTF0OBEdZsJWPwvrYaJhaKmcVMO4+XE4RYWwiqMwywx87YtTcOLxwRzpgQo6dfoNq8SMOTWyQUIlU21WKDsszzPfjkv4ll5C7OVeNZITthFq1qU2QjZrvN5dwrexywZLiGm5GlyxAKvnkvAj77rwySlt8E7E9IipCzdnw07bGNCrEkXVy5AOhZDLM2S2lM4BfsiMKs95DUiW67JpI9dT0GsY4ADCRxHOHecmdxVr161HOBxCS0srDNPEO+8vw8lTjkK3bt3QGXj1zZn47f/m4o9fPb89dXdXwGuPM7iDBgzAbZ/7HLoKAwf0x41funKvApUC7Az/tf5gwpw5c/DKK6/gqaeekrHIHeefH3300a4lpX4qLk/+z3zmM9t9jwdDQkqPcWehe/fu8t/q6mr06JB2xs/HjRvXfpuampqddpqYyOvfn//lfTrC/9y/TYAAAfYtLrjsDLw/YxWWrUrCjUVFtYnVWZKK2zwwJFbcbIFKum2fo9OUlZBzdkpR9B5MrLOsu4BXFeNCF2tsh6oXUYc8K6Q3a9desSFkwI/W3faY8rhMHfXUKrHeegFFqstRWYZFrfJsviQQ7Y/rzbKSgPjVNhJmQ7XJ0JAp5oGExLoshMI7LibyqtlWlqk7cmxaxISbsVQvaTYHpzgfTjwMO6Zh0qgCHHfMpH341wuwJzBSWThODnY4IqnPtJiTlFJV52wpNzXkXPMChcR2KxsqrgR/hZs05ApZoaQsvLqhiV1Xkc0OpNZLj5aNFc2fZ2btkJqzVlZcrx6J63amOYcM6MmcKKcNDVkcPmEM+hW9jrVVOTnfo408f3WkupntVmLWKZEAU+EtrYgFqZwBDmnQLXfbnx9HbdLCpFHdcMXZJ8PQdXznrgfw2ZOOwqihQ2SczCfDHzcb+kFYv6kaDY0u1m3cvFukdF8iuM4PTqX05z//uThAqXAyr2dvwXP9gwJq9xa7TEqZVkbQCstgoc7aGfow8HlIGqnA+iSULwqcFb3uuuvk88mTJ8ssKytlJkyYIF8jc+excvbUv81NN90kybw+k2dSLxOjOsveECBAgN0Dq5nO+8JU/PZLjyBREPPIJ622uqikYmXUVTquQbIXYzIoFUNNQltIToVYilIJuFkgW6gW67yTY+iyYBeVkn2NnqrkL6ald5HPIzZe1Smqs3CGC+4oZ0MBLeml6ooC5Vl3SRZsZYeUqgwSYSHN3vHZGsxWj12KjOXNruoe2eDGGaP/hTAoIpEpVuxVFCweh0eead9lAI2WyEHTDbFXIi8OlwQ1HpYQp1CxjsvPPS7YuT7Awfef1Rvrke0WVtZvb1OEKqkEW9Fia/vKuuqt5Tnob35wJlrAc8sjoHLe+12lfkKukFulhMqmjHfe+bVDvC40NyRqPYONpBNV0p41IaZuSMPRJ/bHpo1bUNegineVFd4F+Sw3UPhY2QJdrlFeK0RVJr1Hi/CO4Pv25i1bUFxUtMdKVoAAXQXOcf7qxs9g7sLFKC7MRyabRV4shqUNOXzrwbeQH30TI8tiKItFMWZAT9S3tKFXtxIWOOH0qSd8rFWYYsprczdIT/C9L83D5CMOD1KtP0EzpV2JuXPn4s4778RhOwSD7Q3uvvtudAXMPQkg6iy0tbVh1apV2z02k3E5E9q3b1984xvfwK233iq9pH4lDBN1fdV2xIgROO200/D5z39e6l74xv+Vr3xFknl5O+Kyyy7DT37yEyl6/d73voclS5ZIj+lvf/vbTvs5AgQIsPs4/uTjMOuSxXjptXqROmnjDSV1oN4WopbNZ1uKWqRHGwArRdLq3dmbIxUVyPbqVNKaqEG+QiRdkKJAqhRctXBXM6vcn2J4EudUSXqzBZos4NWbAwmyUpaUCqrUWtqIWSfTUQUVlcuv8OBhcZ3vfY8JvEJYeV/2r1re4/F+LntU1fdImlnPId+3GZREYk5brysLGjs/jFBtGxAJwS6JQ2+w4PYwECsycPpRvTBqxPD9+FcM8HHgZuo/7/ov5q1qhTakVCVDM7DI5XmpyKJPGtmvy7+9HVXVLIbsUPD88zYtvMALqYbxZqx9JwEfk5stUhPTwdrr18XwvOTtSCgjzQ5ch+ekK2q8QRVeenRNrNxYj4m5HJK6qRKsGbwlj6+Oic8baXJkUyRVrn6WWicnKfd7M/KyYeMmfO2XD+O4MRX41hevCOzAAQ4okFS+t2wlfvf0XMlD4FtRmnkCGabZAQ05DTOSGWhuGk+sboIW1lAc3YBTepbh9Kkf//gbNm1BdZ0tbp/VWywseHcJphw1cV/8aAEOYaW0ra1NqjP/+te/Cp860LFLpJSDrKxPYcz0xw21fu1rX9vlJ583bx5OPPHE9s/9YCHag1k9893vfleSvvjcVESPOeYYqYDpGHfNyhcS0alTp8qLxgUXXLDdMXL29YUXXsCXv/xlUVOp8P7oRz8KOkoDBNjP4PV62RfOxdsbHkBqRVoImJmkhTGESKMjlkUJa2EYUZuNVGUI6TKyPWVBlAoNb6FtxTk/6s+Zqnm3XB4Qblb3p4IkCbhRbxEf4uMoZUoW5iSbHSyTJIx+zYw/5yckscPsB+c/WZFBsssZP7ON83nq9lKhwT7Tjk4nTzyVLtWk+pzkINzqKJtwXJOwJ1G6oEstTCipZkpJRpmUahWGkerdHX2GhXDttImYNOHwAy6sI8A2UD184j/P4Il7lyI3skL93WUTQ9m3JXDL414y8+z9KWXONMrZapVCLUnQXg+ppOF2qGkRlbNDj6j0mzLQi5ssBpOnSWBVTZLNXmAqmkzsFQcB/6vqYcTOa7tYvymJSDQMnYQZTAo2YJEke3Ouyn2gkn9JWmVDqHSbm2qPf1dw0QTgmdnVmH7iyiBIJcABBar4t/znDWw2NOQY8sUNUQcIyeahggTi0dYeBnQTKI/rOO+ESbv0Gt3Q0IQ0u7qZpWBoeGVWQEo/MdgNUprJZHaqqPyoDBxynzPPPFOaSfaWlFIE/PGPf4xJkz56XKi1tRV//vOfxV3A5+90UkpVkUybZPCjFEbubO4OKT3hhBPkTfujHu+nP/2pfHwYqKo+8MADH/k8lKxnzJixy8cVIECAfYM+vXvh+MGFeOG5NbCG95EFNRfiVh4DVNSiWfN6QyPLksiUmkiVh0XZVG/+KjSovbKC7/05BseoWTpWvYTaHOTydSG87Z2lnjrFZTeJpZBUbCONVDZ9xdMPQEL7DKqy+fqvXGLj9UmBPIyql6H1VxStDMNsPPWKx8mk1ahSXkXpzbqw8zWkS3Rl7ZTwJnVMfMxIiwWH1sp8HVbMQLbEwLiBpTjxmCDY6EDHqpWr8fCvZ8Cq6KF6ahmeJWnN6u9PNZ3Jtuq8UIo82SQ3KnjOCxhGxI0Opjv7qqrUs3ipun4AFwOZSXJFwlEBSoRvDaaKqrH3l+dW2OsbTVlCUNWDkAzbSNQAW7fUoKzSxIZaRXp9tVVtBJFIq+tDbPSsSKKSu4fKZjqdxpOvvYrH312BpKtJx+obMxcGpDTAPgfXoxRCuJjuCG64PPbmDGyuADJ+cJ2ncPn91tJ9HeG4hgrU6wUXv7niEsR2sTO0qqYB4IYk35eyLqq3tsnzBpuOhz52x757xx137CQO3nzzzUIWd8SDDz6Id955R+y7nYGLLrpIhD+KfWeddZbUcdKVSm7IGqL3338fb775Jp555hkhwr/61a92+znM3bXsdqZ9N0CAAJ9sMJisdmM99EwWZnUz7EpG6HqqpKUsrLQzEfw8tjkt6aWZ4hDaehmwy/z5UtoKvQoZv5tR+iw8+yIDX6QqRs19MsnUJ7FUKflv1RuqZlj9xFJCFv9UqLzgJD9Qxg+V4ddFRfLn+LwaGNdwoaU1SScl+WClRrgFsDxSwecQO3FU2/ZcOpN4VeIwP0hUrKihbJrSd6ojVQyY4WChcjBgxfurkGm2gR6a/O1kI0UsuH4Crurd5QaGEE9RMnkuKj+4nzBNRcZlErQGhKAUSpJMElyeZwSTqnOFDAPTAAZu2aqfl9eL9JOmbbEFU/Xk1/S0BT3B3RINNmeUo0zhtZFNuXj3/fU4YnJPrHm9WhJ8VZiYBqtDkJdcT1I9w4W6LTv4HV1Mu4pkMok7330fW1s1RPijhDW8u6Zmr2dUAwTYVfBcq6+vx5NvzsBTS9fj3BEDcflZZ7bP6i9buQL3tKxFW5kOo9GEkfJHR7wQPp9Y8DqV61VVkzU0NeE/b8zCTz7/Gakr/Cg0NifEyeC/l9Q0ZoUgs92CoTIBDlF4582u4tprr8Utt9yy3dc+SCXduHGjhBoxQ2dPXpc/CByDvOKKK/Dwww/jP//5D+666y40NzfL9/haPXLkSJx66qlCgjleuU9mSqlafvvb35b46Y5gRxJZMa2xAQIECLCrSX6f+cYF+MFLtyOxtQ6mrsMuzVdKpXQoKnlRFs1hE4ZriboTlVAYA6lmU9JquTD3bZDKS6VqNzhvKr2OWS7OFXm1Yq4oSbwdCaKa5UT7TJ/M3pnbUkzl/cILJZJH5vf99HP+m8+3Q6ekby0mxN6b9epsaKtsnwlUIUhWzJTQmGyhJqTVV7jk/l5tiF+FI4ptGOhbUrrv/kgB9hgrFq6GFoshW2QgReu55iLc5quaai6UJxfDTbZVwGjIFPrzoP5miQrmEueAVBapc6I9YdpTa7IM1oq5MKE2NsItDsy0o9KqWfnCU9aie8CC2cr5N3b0hmEVhGBHDegRHW5YwyOLa6GVAOlSDXpSKa2+JZ1z2P4mil/X1JZ18d6yFbttN+SC+6m33sSWnIZQyzYXQ2vWCkhpgH2ClWtW44W58zB/Uw1mNeVkFOO381fB1J/FhadNE2I6e9V7SMQsGLVReW/y09a54cn3FXHTsCc4xlA+DaGIi68fNQ6jhg/Hl0pKdimIzgwZ4uhhZzVfHzanHNx617+xoi2BG88+ERPHq8DPgwV0QHQWGTqk4eUE7Ao0j4D6vbEfBQbAsp3k8MMP3+719o033sAf//hH2UTck4BEPj+JKT8IklLyv7Kysp1qYfYJKWVoEJn6jqSUu538XkBKAwQIsDsYOWoEbvrPl/HLz9yBpq210A0dbj6lTDIyLqhpx3Wkw1Sz6RlU83WhVktIa/OQmIQXUTGNNKtZOd/6Kgt+qcFQilG4xZuDi+nIFKneRRJC6Xr0LLd+FQzXw2q8QFkeufLw7bUyg+qHG1Gt8n4WppFSraWFkrZdmS8Ne3ZiCaXxeik9EqySWJW6JTOoVKKo1PL7Esvn1Xjwv56yq6cAh2Q7wAENvicufm01nHRGNi3yt3A+2CNyliOBVlRPJTG3XYFXEr/fOSo1RiSkSVfIJWtkeF/eLldgIhfXxaKuZkQZBMZNDmUXp5Iq51pW3Z4foaQjGzRmioEqhhDQXElYukipoMosM9VczmDbGpx8IKQziEvZ6vl4ch779TIE78Zqm920GdIl8cwbr+GRFavgZjmjR0VXLe63NtrYuGkz+vXt0zV/nAABvFTsZ+fMxb3vbmHTlmyCcG/ITmi4Z/ZyvLJ6Hdy4g2h+GrGsBqdFbx/X4HtJtF7Z7Hkti0JqqZqkuObCNA25Jnp5oZsfh8qKYmRKNsvz8xq1szqe2ZyQGdNv/edl/NKxMclrmTjQQdvx/Y89jUnjRgVBfLuCLng7nzp1KhYvXrzd166++moMHz5cQl87K7GfVl5+dBZ2m5R+2O7lokWLZL4zQIAAAXYXE448HF+782rcdcODqFleA7u8FHa3QiBqqpk2iwmhNoxEVmyGVmEIbp6qq+BCOVuoVvBiqxUbLYmgpw75r1fSGUrJSAMdjij0E4y2zXhyQUFIb2TG2w13ActLNBWlij2pXuuL57JUpDHC+UAGXVCa5e10OK6GcFKRWZn7E4XXD6VRSaZ8HM4Qco6WKxsS5XCbWqBTTRN1lLOE7EgVlQuoalCWmQAHLtasWovqRdWAZSJak4ZdEJXzmBsmuXwToTb6/zgvquy1/DuTUEpSrrbDLrqo6w7M1qyom5wxZhCWFuUiWRFN3o9z06K4uqpqRhSdnAOHiUfe13gNMHHXzgshUxpGpsSzh/O4YttSe/mYEuTS5lmAWV/jz1N7HaecV+VM7KAKA4eNGrHLC9bqmhr87MnH8FquFemMKXOk/s/bo9iFbQGr120ISGmALiWkf3zoYdy3ogoWRz+89wmqn5EGF9XFGjZEs8iGaUewoDdFEE6xkkxtKkbrbUTrOGPB12gTuXxDbfwkXJmNvvG1eVixaSuuPOPUXaofXLhmk7gcLHnNZw2Uuh4MPl5KQ1NLGw4WkIyzw3XG/MUBKf0YyLhGF5DSgoICjB49eruv5eXliaK549cPJOwyKeVFRTLKj6FDh25HTCkJM3aYCmqAAAEC7AmOPm4yRj87Es8+/hIev/0VNK9PwcqLwQ0z5CcOJ2JCj5ieZcpCsjIMK64jb1MGjhkWGy/JpOaoRFOxRoqtUQW1KAusBp39nzldBc5klPVWxkC9mhkJfJEQGkUk/ZlTmaejesSvC0EFXLpVPLuvmgmkaqR8mCowaVttDckoa27cfKWQ+o8hc0SahnCTSgwG62i8x1MhM+r+VF85Mcvj2JI8eBYon0Rw8/axfzyDXMKGxiTbtAUnz4XRloWZtaAnQ3BNAyHZcFFkz2y1EGZnadzcpvSrIGa18GWCbs4jsqxnMdk5qoKyhLCydojntW9ZlyAjnqQkj6rWhdcElVPuqlh5aiEtJNYL9FIzqmpzxky6CDVQpeWF49nWTSBHVcg716mqds938ZOrzt7JPdURXCPQ5vXWOwvw/PIV2JJKYylJbs5EtJnXodqEMSwXpXkmPnX8GBw14eCyKwY4eMD6IpLSGbVVknjLPRtJTvfcK9xs0ZkFEHGgFXLWAtCiNjQvip2biOEWjpLkvFRsvi95oV8SOqbBSWq4t24zZi+7F9PHD8YZU4/9UEWJroH36puFkKpryxUrPh0KAhtYuGIdTjvxeBws+PRF52DJ0qWSFLsrdtO9tQof1AiMT7tPSn/3u9/JG+1nP/tZsel2vLg4F9a/f39Mnjx5Vx8uQIAAAXYCX1cu+cwFOH7aFLz6zAy88I+ZqF5SDTsSg9Ovu1gOadnlXGm8ykW2KCQzbkWr0kj0jrZXZBBc2HNxzTAWk7bFjPrQUznYcbW48HtKRY3k7rlUbyhCS/VGUnkllZSCFztEVRCNhBl5c0T+PBF3z8kH9IRvi1FJqKqChr2UQK5A3S7cqMJraIH0n0+F3LiI16pBVivPC28K+bZOrwbE1DChd6/98wcKsEvgpm0ubcFl3YrIMGSGDvTWJLSWJMKbskB+HFb3YrixEBxK7oYfgKRUU57HJJiaZ/GWypawF/vskUg+rjgI0uoEjrRSeVXkk32nYgOnZTzLjZjtd+T5tUiTLdcIZ9lISKnMCyGWY1Hzp/4Mq3SWeueysqUDBXEHXz5uLAYNGPCRv4/FS97HD//8PLbEdKTzlOrPepx4tYNYjaXqasK6bDJtarFwxJjRsqsfIEBnoqa2Fq1tbXhp/nzM3rIFqw2GfxlS58VrLFfEADAg0shgMg2a6SIEBzlXh5Gfk/R3cSSkualjQLPD8tpM1wKvFQaL+Z3DWkI5E9bU2/jjqmV44ZUV+OH152HAgP47uQ0bGhqx1XagabpyI3KjyGFKttdznXRR05aSzZ3Osl3uC7W0ID8fj774Cj5z/jmdPh/OTYX3li3Hy7MXomdpAQ5q7CNS+tprr+GQIaXsDiUGDBiAKVOmdMpAa4AAAQJ8EHr06IHLrvkUpl90Gp555Hk8fMtzaF26FqjsBo1Jc+KfNVXNCt/ATR3R2hyyRSbCCVtmfLjAFTic81SLBvk37b8xvX1hT4WG9TNWVC26GVYh86NeXQvDiCQ0yQIypUpdlUV0jOrVtmM2kipFl2oqA410W4OZUN9Taqgit2qzXREPIR22IsPSX5rigsiW4yU5EHsvFye8D0NsIsw5cjF64MD98ncJsGvgwjKT4mCnAc0MQatpRKg1CTQ0w8nloIVD0JIpmJssuAVxOJYFpyQfTjFPqg6EsH12mLPPtOx60c4krDk6BmzoWc6HaqKkRmuzXqIzWSXPK0PsvWaS1S8OHJJa9XDyf/wPZ1V5H6r02WJ1DjMxWpR8XjJCRtWsqlTaaBriYQdDS0P47kWnYvjQoR/7u5j19mK0bHWAch2hrD+n6iJWZ4udmOqtToU4pmNCr3yUlARpowE6F7W1tbj1gYdREAljZO/umMnNyZxyClj5ighGGlQWQLRRuWmMrIG2cARukYWsZYLx0HyfSJequQ3ZAPLHOujGoaPFMOT1XjYavWCxcIuNjVUOvvOVf2Hg4HycfeEkHHvc5Pbr4/5nX0SzpTpKfe9+ew2Zlyvwek0S/3nmWVx21nQcLOjfty/69u7dJYFlDOp5c9F7OHrsCAwe0A8HLbrIvttVYFASOeDHpUnvKXb7UY8//vjtJHPaIDqiq2X6AAECfHLA15NLrr4Ik06YiF9+7S9Y/VoV3KJCQMuHWxQRdUWLGZ59keZWtUAX62LOlu+LfZGk0FNHRdXkzJyEtqhFuPQ7eum2bohEVP07QpU1pcKRMqVccKhiOpJNqenwqmEYsiSLE1cVp/O/hHRG+m86nj0SXliSkFOLVjBbZgQ5w8cFDxczDDziz8MFTdbrUOVzhLMu8kuAyvJu+/XvEuCjQUWjtrpNqZuWBdvNwahLwskw9IjSI1ecGtzmFnZBQDMMGK0JaKFecPPD7em6srD1gq5UuqfaaJHwIyboJiw132nSW+vCSOS84CwT2ZKId64rOy8XzZJm7anuYjvMcR7VC07KI+n1Fth0h3vPmYurOWfN0NAr38WpI7pj+vGT0btnT3FJfRw2bdqMF/+7AoYbRohz07refg1KcrZuwkwom7HpuDj3uMN36XEDBNgd/Oe1V/BiYwb52RSW1bXC5aZhik4avt5zg0S95nOuOrY1g6juIlMSQrbYgJUJqdRdh6/PVEmBtFhc+F7gwOQYCC8zfyPRdeS65HuCvI7neCE5aGvMYfGGOmza8ios18FRE8dj0+YteGHhVmXH5/QHN4RkAkS9adDhwMdIJzQ8tHglLpiW+cAKkAMRJKOdreyyD/N/r7yBitJiXHvJBUKOaBE+WCF5hgcRKT3xxBOxdetWVFRUHBiklImC3/3ud/HQQw9Jr9MHvRkHCBAgQGei/4D++Mbtn8Mfvv03rHhpI2DZCHER26DDyY9u6/mMeTvfhWrhS5XIny1l0mm20FAk05vX9PvBaJPi4ptENW8TkCmGWLmcqIZo7fa9pCSmEojk5yf5dR5cozD3wiOckqDqdUwaKaWItn/N3lb3wdRTHhP/HU05om7x8RU5VTOsXJTwfkxaHVkclRCDAAcuuBCr7FWEjc5GuCSilEA0E5Lgw3PAcYSsCqiw5HFeOgqtJaOSdPPDQkYlsMt2VMBQxPCUdWXNNah+Zm0xDTh8bAlEIvG0ZPY0zOcJG0rlzOf3TeiWA7MtJwtgKqyi7IT09mtEzl+x6KoAJl4TYoOPAcf0iODHn7kIFRXlu/W7sHIWuHetQ20cOaZ6LmXZpQrLTSV1/msMLctsv9EdIEBnIB4Ky4Zjq6FhiTd34ZouoluZopuTjRFWMcVyDsI1SWjNbYjksoivLEKuogBuNCxOgVSFgXQ3XcYrrDSvGQ2Wl7zL85hWetrw2S8tjoasA4eEk7fJcBMGqGrVcOP9s9Dt+VlIb7bRAgNxlxeAen9g2jZv19aTadiQGik6elocR7pLDxZS2hX419PP4+45W5EXdzCwT28MHTwIBzW8ILuDBa40EnQddpuUfuc738Grr76Kv/zlL7jyyivxpz/9CZs3b8add96Jn//8511zlAECBPjEY+iwIfi/+2/CH398F17/+3vQ2kIyg8MZPTcegVOcp5RJrvtJQgt0NlUgbNkwksoiKDUavtrkJd/aElyklNJsnPOnyr4balFhL1yoi4Lk1br4HyrZ1AuGiXqBRpb3NS8EiQsLzqKKCsTH5f2o2vJ/UryuLJN5WxxRSUXRJQERYqshm7etfJXHG4sD375yetD/dhAoBCd/6hgsengpcm05IY+yqaFRufd2QqggUDWlqpLNwo2x10iFchnJHHTHlnCv0IZasYNnB1bALY4KiXQzjkpttLxQLY/oceXL+8hjMISFCk3chG2YEnSkgr5s+TA582pocPSQbNikyv36JO/weB6T8IaBEUU6brr83N0mpERefhyhohCS7OBNO4h4M6oEybWQcKq1po6CqIOhQwJreoDORXV1NWav2wCrWw56vgVNd+E0huEkdDjVGsJ1KentDS9rUWFi0QjcZBpuKoVQzkaoPgW3mAl1BvJXAy3D8tDWLyKWd77eq+5hR4LFSEod9v3S9k5XQlSFj1nRkISLyTXFpGsL2FoNhBM6Iml1P86mSl8wQ81oJ25Ujh6OdZDYuhlg5bp1OOoT3HRxwdTj0bf8PVFK+/XpjUMCBxEpJbqyP3q3Sen//vc/3HfffTjhhBOk8+bYY4/F4MGD0a9fP9x///24/PLLu+ZIAwQI8IkH7bwTTx6P1//yDlzXUWJlQyu0Zh2IGEgPiCFea8kMj9/1KSSSO9cyj+cpnqIK+X2h7HxksJBn2/XtuZZX32IoCy+tvvy+skJ6FlyOpnboFPUtwExPFHcX62NcRWZJbOX2jncbdplaai4pXaK3W4gJzvTlopB5Vi5KqOxScdWKgdLiYN7uYMAJJx+HlT9ai8dueh6uTqndgRaNwmVSpL/b7Kn1emEBNN0LOclS6dTgtrZBi5hAfRM020G0NY302D7IlcVlvpQqJ9e80luqe4STj8mHztnQk1RdKcmrp9IcVVkhs6S2l6gbMcVCS1LK8699ho0poDoQMoCRvQzcePGZu9y3uCPKy8sxYmwxZs1okqAxZVUjOXdhcrOIlmIJ8dIwZlgRevTo3jl/gAABvAqiP/76Qbz/fhsiJ+iI9UkgGsohUxiCMzMPRctsmFubgNYEXHYKs2VC9o/4nhKGy2ulqUVdM7EoDMdB4aIM4qtZSxZV1nPeh9dcIgPNNJDsXYBkhS4bkewxVZuKjpzrmdKQbMRkCzTpOY1vSsj96WLQ8kLy3mAmcnL7cKOy5rsGrxcTrVU63l+zHkeOH9+lxOBARs8ePXBOjx44lHAw2XeJq6666mPV+kcffRT7hJQ2NDRgoBeywQUiPyeOOeYYXHfddXt0EAECBAiwq4gX5kHPjyFbUQijulkW+1RJzcYk8qryhDxKFQbh9Smmu3kpiSR+QhaVEskI/kyxhmQlg4uUhZDVAA5bAMSW66rFuhJPVUOHt3CXWdSOCmnWI5lez5yR8jpQJTjJr4bxyawKVeLtmdhIUip1MhKARILhSvojLVu8DXfkIwkNBu/DxVKAg8LCe/kXL8LMxxZi65waaHlxuL41lQtK25bQLj0vDhQWAFkLbiwsi1/XseGyl7B7KRCPAVwslxbBZMFuS04UFyumgo9UIJJSTFkVw8WtQTIK/7xzoIulUKkt0lcaMtQ5yJlOzybcvpFCRwCVfRO4bFJPfPHyC/ZqxpOL5wlHDMScuQvhZNXqi8qodAwnczJ7xxoczqwee8zwT+xiO0DXENIXXnwN899pgNWtAGajA6fNRFbTkW6KoPzFFoS3pOC2JdVmEV9bef6ZLKo2JJAM7TZ7B5CuUBdGswOdG0j5eYyBlW9rkbAoqW7ORmxjq7Lauy7CdWm1OSobQS5CTSGV6m5HEKvJwqxtA8K017sIZSwYeWGZ9ebzaYYOh5tV/LYOxOoc3P/MKixdeydOnDAcpxx3TJcFzgTYRzjI7LsEx4diMS5sOh+7fTaTkK5duxZ9+/bF8OHDZbb0yCOPFAW1ONjBDxAgQBdjyNCBiOW7sJZtgBZWSbxaVSNfKWG2ZOHyDZ72xbQjNqpMoSGVFwwSkv45G8jGtqmbMjcXZkKvCw7iWaUutJSOcIMOu0kRQD+an4t1SWokYbVIcNWQKAkpwc9JQklus8W0JXJeT31PyGrKmw/1uk+zhd4QkffGJHOu0hNJuy8DMrywVdZ5RICrjxoWzJMeRODf6sJvnYY/XX4f7DaliMj5ahhwSUpJOLmwZVJvNgstl4UWi8Hlf7mhwooILootC5ppqnnSpC0fMKhucjNDF3VGyCY3XhzOkdK6rtQbkj4ujl3W0vA8jJnSUCOLZNp9JUhJEVF/wyY/5eKrpw7BxWef3imL3j69K+HyWB1HbIqijnJdziTsuCHkuFuZhsmTDu+Uqgg+zyd57u6TCv7ta2pqJYRzxfurMH/WMsx8owZZl9K/i4LFNnLrC+R1toBBYU2OdGDLNgivkRwt7zlGkCmyyVAuuht4fTEvJZVWvV9ULum/TSbVRhOJYzaniGkoJGQ2Uke7iwWN6qnMkvP9JQSjNQUjGkGoNqUek9cXLcPe+1E7vAAzXhvZfOVocBwXubSGV5cn8dbq+Vi7oRrTp05Bny5KuA3Q9ZAxDG+i42DB73//+wMn6IiW3UWLFkkK7w033ICzzjoLf/zjH+XF4De/+U2XHGSAAAEC+KBSKFWkqTRcvumHlbokC/ecBTtO9qdUI6aVpso5p6PJfA4X3bahbLG+UsmHMtL8UDvSuXLKnl63aL43C0p4VmDfSst1jm/N9W23rIyxim2EGr3uO7ELb6v1UMXoXiKq2CjV44q115s91dOKKPgdkfKm5QJ9u2k479SpweLjIMNJpx6Px499GRte2gCd3Zs8N5MptZBNpRRBzebgtLWpfxcXQisuBLj5wQVwPA4UF0lokQQU1TWLdd3tXqZCVNjvGQZsduxS0MzoiNWo+heGJBGS0Ov1KcocKTtxmcbLjZqYp9I7QKhVbbD0yddw4ZnTOk2FWbR4lQoc5jnvWYp5fdoxbhgZMmc9ZkThdv3ne4rX3pol/z3lhGP3/sADHNAQu7umoampCbPfmoc3X16AxU+sghuOIJPW5NqxC2PiDChY1Qq9oRVOLAynKA96KgvJu+VLcUGe6ghuaZNP7eIwjBZ2DFsy/08l0zUj8t4jJJTENRpRpJLElRWJ/NzwPO9UOeublcMhFlUqK0ksPzhXzv9SleVzhthDZgGRkOoyTmTVNcJL0mYNDQPKmCavuqxZzSTXbQK4/+kNeGTxRlwypTeuOOOcLlOvPg7PPPsyBg3qi2FDh+yX5z/YcTDZd7UuXn/s9jvON7/5zfZ/n3zyyVi2bBnmz58vc6WHHXZYZx9fgAABAmyHZDKFLKsvuCjhmz0XAAz+MU2pVklVhr1FtyKhXHCnKzjLxpAXjwSG/ORbpURyMR5KuGLlVW3lLjRZBIihVkijWkirYxBVif/oEHwk6xtGAvO+XrouiSbJMO/nPwb/j08hx2aqPlN+bhcy9EWT6gH2mcptmE4aYb2jg++dd9J+W3QE2HPk5eXh1E8fg7+//qAEGlEJpepJBZQLXMduUYtTqpVUWUhEuSiNeKnSXMRatvzTrG2FlsrCLs4DOINGdUc3ke3mIjoioYKzlhTAbtahcfdFaomU2k9FkhCrblyHFaHVl4FG6nyNNnjpvTZQlXUxc+58nHDMlL3++VeuXI0nn1mj8p30bWSUs9QiDvFaCQMnThy52wsekpKVq1ajT+9e7dfG0UdOCHrUD3Gwo/L5p1/GzOcXygt4/aoGbJhTw+1FoKgAbiwfKDKgca6aadQ89ZoSQFsSeksCegt3GjVxGLgMNTJp1eWOjivXpp5hkAClV0spmbTy0lbPz7lxVJgnqqfWwhonxqMbinySaJK0csM0kVTf4+PaNtyEUkZFTc3Pg1sYV6FKGXa+cGOGT6hBS6aVc4LW4VhYUrJ1Vp9RvNV0CcOj4yfcwqRtFy1NOjbWtYk7YH8hFA7hF396CmefPBJnn3lKMGJyCNt33QMtfXdHMOCIH5s2bcIXvvAF3HXXXZ1zZAECBAjwASgpKUa8PA+p2rT6gme7kkV9JicKEP/NNFtRgzz7LGteYrXbekP99FyVmKvSS6P1LszNrnSH0vKbqPR67MRKuS2kiORRZkv9WdGsSvJlYq+eNkVdJQm1CkmaGXih+uZUMJLqnhRLLuf8SJDJZdu4w66Oiz140ndqq966qycMxsTx4/br7z3AnuOMc0/Baw+8jVUvbICTaBN7uYDnlTeTJgtaJvJygdrUCq0wX6knVF5kLjQHNxyCq8ehM02XAUeaSq41mwyk3y+EUWhBT/spvGpulLNtJIDSecqqF9oAaR+XTRFvvlXSqLdttqRyGl6e/z6OP3ryXu2MM3PiHw++iAbHgM4NG9CybkrvKeelGQLD58wLuxgxZNAeLZD+9+osHDF6MI6fMkm+FqeyHOCQBTsS/3jz3Vj41AbYTG3mFyNhaJWViszxfaCNCXU8nx3oDBFKpIWQtpNMeY8ArIKIql3i96N8jHJFMPl9S1ev+XQlGKpDVJRQPj43lfjveFRUU7e5FRpJYTwm1TEaFc78GFDTKD3EDudVeZ17zgONKdtp1Sks1x//yw9agOTxDdmw0ltS0MLcbNWk9omblaGEstpzHEUOKenisY2tqHzqKXz54ov3y9/klKnHSZXT3/41H6m2DM4995RgA3V3cBCR0ldffRWlXZj+3GnbGews/fvf/95ZDxcgQIAAH4hUKoVsyh/UdKQHUio10mloja0wkySCXsIuF9qM1q/TEa3zwoi8qgs/RddIK5ssF+l+Oq7DgAlDQ8i37nrg9+Vpwy7sqBfa4mXKkEiSYIrKaXDRrYrWsyUu0t04a0oVSpFkIQoccyI58AhBqNVFqM2r4ZAeVXlG6IaLwX0OrbTBTxry8/NxzU8uQ7iEqokKPGn/8Ba5OskUF6hcAFNN4fd4WyovXCTbjrKpc9Gcs2G0pmG0ZWV2LV6VQf66HKLvAZEaz/Ym+g7xAACd6UlEQVTrzZjKfHVW3VdtqrgIJVVnqKik/rUic9JqVWCZwNyNzVixevVe/dwvvT4Tr65JiCrLPl72BGeKdKmEycVUBRIDY0b0jO5R3QwVmW9+7jIcO+nIvTrOAAc2qqqqpdblt7fdiW+ffRveeXITrKT3HtCjG6wBlUIG5UWd5LO5FWhthcsZUFrlm1rhJlPKihsNCYmlbZZ51XQeoKXVUyxZ2aKIISua3JJCuEX5sAsicDrcD5wfbUuJwsrboFclwBnmRAoaFVFe01kSYLXJRJIpYybceEpn4TY2q9AkqqJ0RXAztTWlyLTtwCmIA/lx2ZCilTdc1YJQY1oIcqTFkU1Q6btmL2rWRWyDg1dXbJFZ2v2FM06fitt+eC6Wrd6K7910FxYvfm+/HcvBBn9ER/uYjwMBv/jFL6Qr1werQGmf78gFR44cucePH2jsAQIEOKhQU1WLNEMitoN6xebusywGuLbPcMGtFMxIE4OPvDAh+Z4qIxf1iBvn3Ilmr1xYQzZfze1QaSUxzJQom63MfHJnOsu5OHaYqtAk3j9bBFhe5YvUwnDTm/1ybYqYMtmXNlxlx1RHTCWU9yEpMBPqGxKoxNvpLsJJDQPg4kuH9cGY4cP39a85QCdj/ISxOP/madA8O60feuTXw4hiyhk1Wv6K8qVuQhbVXLRy8yVkivKppbPQqOwk07JglTlTdiQmLKmnYJCQn/Asj+v9l0m9ubhX/SLnsSvXCAPBovU2Is32diSVDset1bQW7BmoYr65ZJ1yGZDoxtV1xetDrr+cK+SUidIXn3mkpBXv8Yx5YBc8ZMG8kn///XE8eO//8MxfFqB2qwOX5JCnscxxGlKhoqUyqtt5aBmcwoiqcuH11KaqXjSSybwo7LIYrOII7G4FSrlkHylnP0laq+uArbVCbLVMFiXlCRQfk5T57PZrlUSTj8XNI76/ZBh4lIaztRpuWxtcElwSTm4k8TjjMWj5+WrEhPOntP3qvhprAQxBymS426qClJiTYDlw8iLIdctXv4SsBaMljXCDSr7jj26mSU4dcRtEmh1s3WDjX089jVfefAvVNdX7/O9ER8WIEcPwo+9/DiccNxQPPfGmbCYE2EX77q58HAB4/vnnxT7v47bbbmtvYSEsy8Ly5cv3+PGDLOkAAQIcVNiyqQpWyovp9+Et7DXLQrg2gVxxpL2yhaTRksBaNavpJ921z31Kd6M3w8n0UQmCUZ/bMSBXQIukCoCRHUvyBnJizqTGVacoP3jfbKHUycFldyktkxnALbHhsG6mlQubbc9NokyLrwQfQUPUdGWBHnZdZtXAiDm4/rgjMe244/bp7zdA14DE6aQzj8Wjt7yETO0OEjzBuTMqLFRPMlloDD/ijjQVFm5e8Pu+3U+Sc9kzyhlUR6XsGrr0jmquLkqKBHNZ26pi/PPcinPelBZ1R8is2ijh3LQK1+KSl8p9ztGwuapurxapw3qVYc6KzbIRREIqvwfuGVHJ9dJG84o1jBw+dI+fJ8ChjZaWFrw9rwpbu4VQe80gRJpdlM/PwmyMA+mcIoy0s9JREAvDjefBKnFg1jQr1dMPI2IXsBmGnnJhlYWVY4VkNGfB4bVV36Dmt/33knAIMT2DSMpFY0tGNn/s0nwvjC4nm0OOxbAkA1o64+UbcB7DBtJpNT/OeVLHlflSgWyeeDuTvB2PjwotSWpWpfjKnDhJdJiPm1MhSSTBpg4jmYWRYs/pNkmJ9TGG68JuNXDHgrWItK3FyeOW4idXf26//L24uXT+uafj7OnWHm80fZLAv7eMHB2kM6VuJ8+YBqQ0QIAABw24Q/fcPa9um8nz+kNlFs7KwW6xoG8xESrPk2oYdn5avXUhj+wNZV0LFVOZIeW8Hd/cLaWWCrGUJFwNVkTNkGYLVXejT1g5Kyr3z9KOq+5PRdRP4DVTGnJxV/WgigLrQk/qMhfK+/ExUhW06iorMRdApqvjiGIDV0w9Aj0quiGXsxCNRlBYkI+C/KD+5VBCIpGCQyWf4GKEdkGqoI6j7LvydZ5Mno03GlWVuFZOLV4jIRXKwi/GOLRsK+LJz2n1Y8+hKDSGVzVAhd5Ajgm7TOmNasgUagi3KmJIpUWRVaqmKhwsrLsqCIwbI3uZtHjhmSfhyTX/xCbWJ4nSpBwKvBbkmgkDvSrC0nkeIMCH1SrROdtYFoGVx+uCm3k6DDoHvBlNJx6CVpwPvTmB0PpGoKZBkUKGEvEGtg1HcxEvzSLVZCO0JiGBSBIgxnCvApJNVyXrMjhPLPIWqlbH4DRE25OvuWEjKb3eNSzXnkc45fqVahgOSzO63VbkkkopFV3ejySN14E/R55VtTPtdTA8BlFiQ4psOjnYxXFJlDc4U24a4uphFzE3mvyNJ1YrxTal4doRpIsM1FSnYdv2fiWFQX/qruNAseYeCNjls+b888//yO939BQHCBAgQFe90ZkRU43jhQzkehYhMaESRS+vh97MxYELty0BsyEJNz+GdH8VtqBzwc1FuhdqxIUxq1r8ShYqqBIwFFMqKcE+Uql6EZelWrSrLlH1fQmb4DyqP/MhChAfi/ZepQiRCLumt+hPK3LLuVEz40rTR2/HxalH9Mf5p54Y9Dx/ApBfkAfD0CBLUrHyhdValBUTXNAykTeXg06Fxaua4My0VEtw8ZsxxPrnFucLqdSaW2T2zMmPqgUyVSHXhSzF+Wl+SIKFSDx9O3p7tREXtzlFOsU9QGeBLHjVJose0zBkYJ+9+nlLS0vQvTyEta2WIsjcqMkoC6+osUXAlJF9AvttgA/F4nffQ/26ZqB/nhpx0DW09Q2jqCUDPZmBUZ+Czg0cOgxyFkgdZQOEdlmv41eIYFMr9OHFQE0OLi3wtLV7naKSnMvNHlrlaa/ntcRNH1GBUtBYL0O1MmRApyuB1yYvnfpmUVnVvCgvLKjuYX4/EoZLGy/nPPkwJKe6JvVPYsnn4zN4SaRX7gDR0kOVleptDshjnU1ECDct+E4kJM9tJixxOFAhzhWaMkoSasrASFmIb+H7UQzzWjP4/YP/wdcvvSS4tg4GHESkVKObZ4fNys6sidllUvpx/WH8/qc//enOOKYAAQIE+EDwDTbdpHam0+P6wBpYKXUSbjwCtKTa1SezOY3WAYVo66kWCmZKqZeSlMt1AL9sb5sBFatuVBFSfp2fi0Uqsi3YyEjoMHJqFk8svK2qPkO+L4m56oU50sjuR6W0kvxq3uwenzcX1xDPuThzVBkuOOVoDOjfT36mYFf5kwEq4GaUf+tMe9qu1MAUFqjwFN8O5c+vcQHghx75Sk48rtJASVZJQrkQb03DzYsoOy9VHEuDlR9GpjgEO8qTXImv3JChe4CgcupmGIDE0C361pVLwL82Io6LNJ9vL8Dz2uBCPOLCcVXdEclpuFmFMBU4Lo6fML6TfrsBDkU88cZbSMVclQuQcxCtc5C3JSczyXoL61O82Wo6DOgSICFk1y9PZN9GW1wk86PJDTz/0wCVUdpi6TTgxg9Trnk9Sj2MsrrnCsJyXRjNKTmHrTy+/nvhYdwYikWUJZjPSzJJSz2VSZJcfs6AJX9uPBpRM60SWKaOVdQxJvjyPjm1GaXqZfj64F37DClL5GDHTKQqIwhxc4fEnHZ8kmBuHmUcIaR0/vAxw8052OvDeDi1FS1N9+DbV10stVQBDkwcSCFGuwK+P1111VWIMNiL67B0Gtdee237OdZx3nRPsMsrobvvvnuvnihAgAAB9hZ8AWyqUaRUgl8MDeE2F/aIvjDTtlRpcFHglOQjV2BAc6jKKGVUZkK9TlG/v1TIp5BQT0XyEnlJIDmPKnOntlJ2nIgrHIAWXlm4+3UuzKeRmT+lhsrxePUvJK4SXmRqsKmM5rn4wrRxmD7tpC4voQ5w4KFbt24YNrU/5v/zPWUpTCTE9uerLDJtxjd7LmDbZ3Vo1/W+SRWFtvN6dpt6i2AqLwwTkk5SAw6dBJIGraokuBDm5kmojSc2z3MX2QLVvWuyXoL2dSqpMaX+aAZQXgCcOakvJh1x+F79vDzuUwYNxNtLlsFNqQ2bcKuLaJ2NTJmBSeX56N+3b6f8bgMcmhhQ2g1vVS2H0RcooSOmIaHstsUFQszc1ja4fGH2FRtu8rAahnUtJIPsBGVNi3etSEp7SZFXGa2uD158Kr1XdZNKR3U32mYNpMvD3mgGw+dyyPv/7Z0HnBx1+f8/M9v3er9ccuk9IYVAQighQOiCFEUEERTlDwKKKCKgFBuKvVD0p4ANARUQ6b0aQhIICSGd9NxdrpftuzP/1/Odmb3Zvdm9vcvd7d7d84bN3k7v8/18n1biR3i3E7F8F2xSkVZ2qd2nWT0ptrTLB8kuClyL7RG1TfXOJBKh4jetlzLG07ponUZHFEFiuaQQMa8DkVKPeI9E8vQkZS4nnO0xgN4pei1uIWio7E1AE6/07nJ0qfB7ZTy1oQ32R/6Fr1/4aZEwitzk+b2TgwwjUXrppZcm/P7c5z7XY5pDMVBy9zzDMMMGt9uN6unlqFvdEBeRImeEx6ElmqCe7poKRMntSfRoa6nzSRwaGUlF/U9TeRfhvkvWT0USQpSm1+qJUqIibT6yfJLlVHVANOi1uDhtnDOgQvKTe6TmkkiQZZRKboiebOpEzwcqPcCvrzkfkydNzOYhZLIIxXjNOm4m1v79o3ijVcSb6VYWkZmTLC1kFSXLDVl9RCOWXHsjmjWFFiSmoT/0xqyeCMVIaGR8qN4uxd9pHgGaCy9lwaWOErqGI/nUcSNDcUmiDb9gkgdnHjcPC+fPQUlJyYDs8yeOW4Z1O/fjvQ2NiO0IwRUKYdwUL6rGl+PSM1dwI5lJy1mfWIGnn9mChrEq8uQQZMqMa7ND7QpA6ezUvAV0tLhlVa8IpkLO82qutqIuqZYwSCor1t4TYgayfJK1Urc80iuDnvmRKJwtAQSdXkgxm+hUpHvH3agiGrZrJZmCirDSkkutsIzq96Goa0pxpeS1IyykFA9CWXv1UjJ0r4pOJFW71+n+FwmO9LhSehZ0dEGW8iGHKZY0BjlsgwQnwvmUH0GGqy2qPR9oL2n7aT+cNsQ8DthCMTi6onA5tY7Wf69vwoSSl+D0OHDW8cu5fmiuMcwspQ8MsoGSRSnDMMMGqoFV/5GWZp4SCRmus5JNRmRCORx1HVC8TlEiwN1K8XQ2OCmpiu6+KMq16Fl3IWqBai5SwjoqysNoDXYRLyriTMmiRO63NI+WlVS45BrZdXUrU8SrLUsIUbFxemIkarjYJFTnS7jzyrNYkDIoKMrTvHPJEY/i3qhRGqI6u6HuRopNT3BEliBK2BUMaxZRUbuUXPWckCQ9iQvFn4nSMGQl1RrQIt6UKk5QgiMHdcRQ9mhVNGip5JHofNHjOkkU1lRK+P4XT8fsmTMGPAaNEtX86MrLseu03Xjm8VcxZ8E0HLvsKDgpbpZhemF/Qz1WnDsLWzftRHB+BZx1IeHGroZ193WCbhabXbNMkkArLQDKShBx2sQzWrNkUmeOPS4OqVwL3VtUf5TKJdFzmlxlFY9TqyuqvxMoJ4CoZ627usfCtMwoJPLKoZqjZHmlhGSUtEwkM7KLv4UoJdfgPMquJ4syTqJMDVlsKZkSZdwlwUoi1eiIIjdiilHV7197e0jUSBWdUuS2S+JYJOuTxbuGPH0IcjmWAhHx3pMDUdh0F2Th/dAg457ntuGiY8eyIM1F9P4SRoNFKcMww4ZQKIzOes191/lxM8IFBSLmjuqLhqZVwObxQqUGhm4JFY1ukWWUspDSS10TlQRl2405tOy61ECnhjsJXaPsC1lFhTWVxotGjwpVCFMtPjRQrcLZLIsapsa8lCSVxCutM+yWEfFIsMeABROKMWP6tGweOiZHmDF7KhyFToRbqYxETHPdjenxbQV54m/ViEez2zVrisiuSxaaiBCiMjVsybpC1zmN15O0UHkYsswLg4tbFq65lOE2Sn87NZddrbGtxY9GqFRjGJgzoRBTJk0ctKQoZCGeMmUyrv3m5EFZPjOyn/lzJ05A7cPb0KEWAuXFUPY3mASpBIkSFdFzmxIOUaeNj+qS+oF8tyb8VBWli/1Qgg60bXBp5ZUoeVCeS8SNylRWKaxCJU8DB903WpkZuldcLVqSLken5iYvBGOnH/BpOQyElZTKN1GNURpP96Nw39GVBmXNVhQoVIeUBCdlBKbp6F4TmXy1jL/a/a5lzRZlZNw2IUhJcNI2UtZfqklqlDGjDNlCKOu1uOn+t/nCQEyLe3W0h6HYnMJ7QulQ4VQ44VHOMsBlVYYzLEoZhhk2+Lp8iPi0dPzOPa1CHIaOmgZJpUQUNnROK4C7MQJnSxARr1vEfDp8ek86zdOhaGVcolTSRRaNA1HuRXfZpekNMSu+RXIkzVpKwpXiU6kxH3PrpldJs5SKXu0uo3GgiVayRgmxGlVRWuxlN0VGMGXKJJQeVob6N+u0eDa/ZiE13PpE8hOyfipGuRbK+kkWFEVz9dWvI1E6gr7z3PFl2/xRIUyFKyJZVpySlpwrpCJcZIMa0WJKRceJHmeNKLByWzv8fj9bUpicQlEU1DU14+mn1yMkMqjHtPhMugf0DhThHksijsQoWTBdLs0zJkiuvgGtM0dR0PquA7JDj+WkF4Ko7UsJv2wiUZBw/SXBF6/pS3WtY5CjmngUz3VfQItXpQ/duzTc44bi82uu+BQPToKXOojIJZjEJq3P74dCCWDIQivc9J2QPCpQmK8LXUWbh4SucMWnzHsq7B0hxPKciHpt4h4W8d8uzfuBvB4cFBMutsMJh/jWRauwlGruvfS+IjHrFm7ETK4hrjTWpHFYlDIMM2x47dm3Ee6KaLE7eV7YQwoiAerBBrxNEZHV0LGrEdHx5QhUkIuT1qscLNMSxeTV6bE/hGpyndFFqSFejbIwwopqp5SG1CDQM+rqrrwUYyoSJVHoqJ2ErNaLLpZF3mBBKs0BRAsktFAvOsNQdmaXCzOWTkSDEKV6LRb6l6wo5syF1DD1UOZdutZiWjIXSuJiZAsVib5k4X4oBCt9qKFNDVJyJe8IihizQLUTzk4FUY9NxFOTUBX9KVS+iDwIbBK8IuSNmwNMbkGW+5OOXornHl0D2+aDcFNZJBKGJOQogRG5z+pZa+WCAk2w0j1F9wl9k2cBWSKJqJ10nnC3FXWBi4tga+6EHNDKwRjWTYVcXiisg+7HiCJiNaMeLSOuyOhLXgo0PYlV4TqvCm8dEppxyykJU1oiiVB6nxhlXsQPrXQTiWYqWyYLAUrZeLXs2uJe99D9SeVhqJSMXXRu0v0aLqD4WOpcjWq1SilsJZ9c9il7MHlcqHC0BaDYZUTz7aJ0jCj15JbQ2RUUmVGNrKlMjqC3QxgNtuczDDNses13fbhPvPeV6hLEptdCtjvgXb0LeWv2wrlhL1x1nZp1U7bD1a7CEYvBHlCE5TOvPgpXS1i83Kkeo4jHMT0BaRpHJ4lMarloYjRSqCBWEYW9KqjVLKUQPvKw1N0gCWroUzuGLKOURCZCMXtOraddxASqwO7OrkNOlc6MDKhBfc5nT4G7wi3qkopOkgKvlhmXflOjV9KSHGnli8iir9U1jVtI9VItqktrQKtuio2zI1qg9aaI5CvUyKVYM1VG1K3FyNHH7u9uAYnr1AEsmVnWa9k3hskG+fn5uOCiY4CWZkh65x510KiBINRIWBOIhXnCHZZqhBrxnOQ2qwQDWu4BqhVN1kgSqTRvKCSy9qKuCfL+RshtPmFVlYMR2AIR2DqCohSMHAhp4lLPcCvcZovzoJQXAeRqT0KU4knpQ2KP6gwb7ri0nXpyMlErlSyXRokY2gaKK21ug9rUqk0jMl9rgldYP+l+p30z+q3oViWLZ0tUiFK7j7x+FNjD2v0s6hFT/GtYK09DwpTuf8prEC6Ssf5AE5pbWrJ6LhkL9I7xTD6jARalDMMMCxobG7HlpY+1RrjTjkiRA/6FtQjMrdGsSJTZsLUTsu6C5W5RYG/WGuHkrhvx2hBz22EPaEF39AInjAe+w6fVExUWJPLOovaAW4UakRHb4xHlM4R7L4lTvRxM/AlKCRvzdBdfPUaVElJEvVqDprYgj3uomTiz5szEad9YBptThtLeAbXDB8UfgEINWmERtQNeD9R8L+CghCjkwqtbaBw2Lc7M7dAso9TGpZgzsraQ1SYSE9ZPw72XhGckT7tQKbaarnNnhypioyljtFKgYta0qiwfEYZJTXVNJZzlTqh6SRfh2q5bHsl6KYsU67p7ixByiiY+SYgqCmIFbhG/Ldx7SbzSs5g6bUhEUgdPlx/o8ImP1NYFqbVDixkNRWFv88PR7BclV6RQFLZWH+QOv7jftDrDds2FWAhOveOI1k/Cl7aX7mnaJqMviNar19MWH1oGiVHDA0KIXy0jsJLn7K5XGlSEZ4MtoHlDxNx655UoaQM4WyOwd4a1OFSHTbznRI1ies1FgY8awmhrb8/OCWQys5aqGXxGOFkVpW+88QbOOuss1NTUiN7jJ554Ij6OairdeOONOOyww0RRVpqGat8cOHAgYRktLS24+OKLRf2l4uJiXH755ejq6kqYZv369TjuuONEOYna2lrcddddQ7aPDMMMDB+u+wj+thii02sQmViOWL4TkSInAhMLoHocIrZHrShBtKZE1Hgzar/Z/TG4m6MiKYSIG6XeZD2ZEX2ocS7EKOWa8WhxpAJ651OHdUArFSAy8ga1NPtG9tKoh2J8tGRJVKNU1CWlNhF5VDolkVypME/FucsWZ/noMbkEJf654uuX4ZwfngKnB1BaWzUxSo1omoDcD0WMm5YARSlwI1ZeFG+0wuPWEhuFIsIyQg1ViqumRqlIxKKvh+KmqUNG/O2lGDntWqdrnNx4qU1b4wSWLTwim4eDYdIyc8YMnHvDcupiSRyhC0ulo1N07sRa20TCIdUQrXS/dAYg7W/SRCkJPnKv1S2ZwqpKxVk6OjXLqd8PiO+AVhOYvFuolmiYapdGtb9pXhKR+vqpLI3Iumt8DGgbKJ5UisE9U4a7UpteiFDhsquJZuEJIVyNtfWQkBXZtCkmVa9X7GqN6JngqbNJq61KQlV7B8mQw4pIciSTldSIUaW4WHLdtVNcuQq/KuF/6zYO5Wlj+hBTmslnNJBVUerz+TB//nzcfffdPcZR0oX33nsP3/3ud8X3Y489hi1btuDss89OmI4E6caNG/Hiiy/iqaeeEkL3iiuuiI/v6OjAKaecggkTJmDt2rX46U9/ittvvx1/+MMfhmQfGYYZGNfd//7fS1AiioglEi5TevvEva8Tko8CPSGyKdJL3v1xCzwH/EKQUmIXqj3nbo7omXM191z6W4snlYRlidx5Y5TnJaZZROUQ4GwiFQtEihWEC0h8qnqyI8q4q1lSY15FJIyx+7VSG5EiIFREPfcqpruBX158MubPnZPtQ8jkGBTDecXXLsXpNxwnxCE1VGW6rimTKDWmqfFMWT7JAtoZgK25QxtOl2wgrFlExfWuuRWK0kgiCYzW2UIJXKJ5dnFtk4WFLvqoR0t+RO7nqgs4crITP/vi2aioqMj24WCYlFAHzZnnnYLKRbpF35Q0Tnim6MmEREcOCVWKGxUJjUj0adlsY3NcUMljwOQKr8Vh6q62Ec1qGhetdC8Ja2kY6PQBZD0l9+GILlAJslKSNZRErc+nLY+WLRKWaRmy7V4JRQtsmLiEchNQpmy7VoqGXHpFLIrW8SRci0mQUpZeip0lUSvK0WgJj6SoFh+qefaQR49eg7srBkcHdU5FRdkZuTMoPIXEYdLjSYWbfjEwdXzNUJ86pjeoo0LJ7DMayGpmg9NPP118rKD4FhKaZn73u99h8eLF2LNnD8aPH49Nmzbhueeew+rVq3HEEVpP729/+1ucccYZ+NnPfiasq3//+98RDodx//33i7poc+bMwbp16/CLX/wiQbwyDJO7UE/09CWTsXGdD6GaAq1GG2XQ9yvwftwhXLjU8mLIXdRLHoPc3AUpFEM0zwH/GKeYPlKgZSWiBrqoV6rXoaOXtqjp6KXlaQmK7AF9vXYgOFYFfJqpNFaolYWh8jBySNI+iiTKx8RIFJOBlkZHVeR7VNx24Wk4bM7sbB8+JocTuVzwpfPw2oOr0bEvotUspYZnmKwyES3hCiU/oUYrxaAF9KQtIkMvNWq1cjEyNUhDlFaazPiK8CJQRBypZhWljhhnuwp/tQ1But4lFcdWOfCTL1zCsaTMsKCqqgorLj0KD615UiT4oU4Z4T4rynXpcZp0zxgJhUTCOT1JGCUqEnnFyNVXL8EhYjtJ6FHm3phmvSQro54BW2TDJcFIQpQEAQ0j66nLqZVqounJ/VfEr1KnqFvz4PV6gKAsYl5JWEZbVdT9W0YDZQ8WvaGUoV0RLrbCtZf2RdQ0pSzB9H7Rs3DrbrwSCWtFgau+C1JFnrino167sI66WkIia7Acior48pjLIcrH0DBRo9iu5TUgD6DyPBWHc+do7jFK3HJHZExpe3u7eGCQmy6xcuVK8bchSIkVK1aIF/2qVavi0yxbtiyhUPepp54qrK6t5DKVAkpKQlZW84dhmOy5O6oUC5Tn1aKIqOebjEShqIghlewOyP4w5JZO2IJRoKIEkYo8xCpV2GsjIv6GXJjIddE/VUJ0SlTML5IdGb3PFJfTTrE7AJW4o3qm0TxA7pLgbJPgPkj18KKwh8iKSvVK9RhTeoqS8VUP+fOS2PWoOG9KFebOnpXtQ8fkOOXl5ZizYqpWzoFKRHhcmujUM3qqLu0Tdw0kyw1ZbYIhcf2L+DNy16NGaZ5LuPhS0iOykBLCI4Dq5hZqjVSi1K7iujNOYUHKDCtKy4vFsz6eNIjeCZKs1fxMhvRfh147lN4JQco7ENVKx5CrvMmaSTGhQhTSe0ZYLzU3W7Ee0eujl4URQjQm6ghTzCjdo3JJMeSiQkj08He7tfXp5Z0kmyZeZVo/CVsRCaIJaOGqK1x8I+KeVqkjitZD939RgVg3vdOEqKa/OwNwNvkByrrrIK8cuu/pfaVZbRVKekbeEIVOBCucCFTYESnQXPbpPTcmzy5C4Zjcgt13h6koDQaDIsb0s5/9rIgfJerr61FZSY76iS5RpaWlYpwxDfWwmTF+G9NYceedd4oXtvGhWFSGYbLD9m078NojH0Hq0FxyqZeYOpBdjZRdkZSgG0qhF2ppoYi3ox5ssoyGnA4oe4z6bCq8CzrwmbNfxbya3bAHyGoKUS7DiDclqxJlNySXqJhHhd2nwt3UneBIanFCoURL1DahxEYOvZyHrIrp8xUVVx42HqeXFeC85cdybVKmV+gaOeNzJ8HmUqBEI9p1rFs8yaVQuPeJDKP5UPI9gM2uZf2kBjQJUI8dkRI3glUe+Gu9CJe6tURIlPxI0ctIxDSLqcjgGQMumjcBM6dPz/auM0yfKKsug1Tm1RIbEeTySh9yhdWhEi7GaNHiJ2FJlk3yJnA6IVPHpixD8fs1cUmiULhGSon1gskVV3cHFh4LJFzJk8HtEiJYm09zvRXZd71egBKTed0iMZmc7zXVHiaBa+teLt275Plgs0Gm2sC0TQXe7mzcZJXVrcG03TJ5SMQUyK1dkENh2Lui4n0VHONBpNCFQI0XvnFuhCq9iLol8RH1SsU+QByvM6ZOEZ27TI5hWO4z+YwChoUopaRHF1xwgejBuvfee4dknTfddJOwzBqfvXv3Dsl6GYbpSWdnF3ytYah5HtHgplg5d2MINl8EaGpFpMiuWUaLvIhUFggLkmdHK/L2REQ90YiXhKWMQH0etu0ch7r9ZcKNl6xIhOSKQbZrCZEoqYSN6rtVROBpSsyoS5CLL8WQUsNHDpsy8krAEcUezJswEcfNmoJJEyZk96Axw4ZFiw/Hos/MgdQVEA1JpcADlWqUkhgli4pNRrTYo2Xj9LpECQyqcai4bAiWO9A13oXOWgd8NXaEi2xCiFLGXX+FDf5qqtNLrn3UmaJicaUDF591WrZ3mWH6zPwFc1Fx+lgoY/KFwBTWTANyd/U4oRbnQyJxKIbJmnWzyAW1wAObpCUZEgJTiERyUKDkBCqUcAhKF9UEkzQvBbLIulyUBkkTi04nFMqoS0KWtB55L1DWXSOLL1k/SdzSsImFwIQySMUFkAvyIVNHqXjPuLRPvFa2qonYojzNA8IQsWQ1jUaEGJWCYaCtU0u+5HWLEk/2rojIrkvPCup8JTdl4aZP3kARiHAVkZDPQaViqGQUUF7MXhG5CltKh5EoNQTp7t27RYypYSUlqqurcfDgwYTpo9GoyMhL44xpGhoaEqYxfhvTWEHlG2hd5g/DMNlhTE0VXDbNaqRlzlUQI7VJMUFOhyjhQq5OIhkMdSoWehGcUIyuCR6tuLhDK/Ei7bdh66NT0LWhUCubQb3NJdRol1G4RRFZTGMeG6JuGfZ9dj2+lOo9AuFiTZA6OgBPvQRXq5bdkBr6qhM43u3ERcctRn1LC045jq2kTOaQBePLN1+C8gl2UdZIlH0ht908N5QSzeVOZNsUFlCblpnTaRfXqrD4hyC+qfxRON+GUJENkTwt8RZ1oIhOmXwJS8oduOOLnxa1HxlmuEHX7UXnHgOXtwCoqdBKu+iutQTFXMuNHYCfbgit3Ap5G0hzCyCV5kFRFcQoKRFUYfUUApESD1EyMaFQgVhrK5S2NsS6uqBSCRV/B9yuMPLyo8ivdqNkkgflUz2QKeM7WUkpeREJS7dTy6JLAjaiYMFluzFmUZfmDkzTGfVThUswIOflaVZbErJkCTVqk5IFtrVdWEXFXlGMLMWe0jhyKybBSjVIZVl49Bgdq6LEk0dGxKsnOSKtTfq2QILTraK2mss+5SxcDiY3Eh1lKki3bduGV199FWVlZQnjly5dira2NpFVd9GiRWLYK6+8IjJ1LlmyJD7NLbfcIpbl0OtYkbidMWMGSkpKsrBXDMP0FdExNK0CnU0SpIgCVVIRLXZD6VQgk/sW9RR3+NC2tAzug4DNR3UdNVFJsaNUm5FcGEl0UgOBspASCmXbLYnBvVuGLUCZcx0iKYwWr0NZSrXMjI4uIFSiWUaFKFZUuFq0YVSKw+ZU8JnFCzB1/AQsXrBAhBEwTF8YP74W537rNPzft14AmtqFJUZ1OrTkKNS+pBqklP3Z7RRxZcKlkC7nqCrqj5I7OwnTcBE10jUXPnJPF1Z9L3Du1BJ8/bJPc1wZM6w5fvnR+MvClajfpcDZ1kWxXXo2Xs3tVbjUktVSt0qKG4NCM8KdUFvbtWRCPj9UPds1QXGmkqRZXUVyMESRX+nCrBXTcNrFJ2DilIlwk+uuHiJGYvS5p17F64+/D38wioMfBxCzOYEuveap4saOJ8tQNrcDeCMG5HtAKYuE6y61QymOlSy1Im7cISyeQtySyz5ZSynmNaQnbNITOolhvgDUPC2nikzvQbsMOLSESA5fDOECzUuCrKb03qOsu7RbZ9WUYMbUqdk6ZUw6yAM8NkoUZwZkteVE9US3b98e/71z506RGZdiQseMGYNPfepTohwMlXqJxWLxGFAaT4mLZs2ahdNOOw1f/vKXcd999wnhec011+DCCy8UmXeJiy66CHfccYeoX0oxqR9++CF+/etf45e//GXW9pthmL7h8XhQWeNF3YEuyPQAjyqIeRzCfdFGKfmj5HJlh0z9TnYV0SInHO0R0ZwPVrlEw5xe1OEi6q2mF7YmTGVyvfLQ9DSl1iiJ5EsIllADn0q70Mtes5ZGqhREPTYoTnrZ03hJiAFvpR+lYRum1o5HZSWX1mD6z6Rp4yHVlAKNfqiqlqFTNKIdmoWUahFSBwxl16QGrij5otchFPULKdsoGWu0trbwDrAVAOfOKMU3L/+s8ABimOEMJbJUS20I+2xw5edBCoaghkNabCYlDqKSLlQ/tKIQ0bElcLSFEfW7YG9tgpSXJwSpEK7kchsIwOaQUHlkBU6/YhkioShiMQUTZtTisPmzRVuT1mfFBRd9Eud/5hMIBALYtm0H3lm1Hi//eQO6PqaSNCF0bFbQsa8UUiHVDVah5lEmYKofqr1nKBZWZNUmbx9yBaY4V3q/5Mmw1WtxrsJ1l0QwuRELoRoSLr2U10AiQUqW30KbyIlA+yxc9CkHlG5Zo7CSQkXBBccfk3I/mByANWluiNI1a9bghBNOiP++/vrrxfell14qaok++eST4veCBQsS5iOr6fLlVEgZouQLCdGTTjpJ3HTnn38+fvOb38SnpSRFL7zwAq6++mphTaVMh7feeiuXg2GYYQR1YLU0BrS4IVH0nF7IZMyMwmaXYade4jkFkKZHYG8G/JV5cLZS+QxyZ9R60clqRC/sSL4mUOlvqi2KRgmhSVHE6myQOylDKRAtUUSpF1pHuEiCLT8Cb5eKgEquvVp9Unrxl1e2o3hiG45vn4+JE8Zn+zAxw/waf+L+FwA/lXegeoY2kUVXuO3KEmxdWnyZSPZst6FzeqGWmkW33HsORkWniZMqyURkKG4JBSXAV06ag7NPOSnuKcQwwxmqjOALUkZdCp60Qc7Pg9IWFV4FsoPEnVbzVynL11xq3Spk1QZlfBXk9gCkTj/U9k548lRMPrYWKy4+FstOOqZfIVrkdk8uxQsXzsfs2TPx0ft7sX2XTytNE1Ih+bu0mtoeJ0oXFqNzWwfCdUGtlA1ZdQ3LbiCg6ZKgDFsnxZXSOG0/yONHCG2RsMkVT3pDiczIWuro1DKYhUq0Dip6KEQol5MCjC1QcN2JR2DmtGmDcSqYAcy+O9DceeedeOyxx7B582bRqX/00UfjJz/5ifASzWWyKkpJWAp/+xSkG2dAPVkPPfRQ2mnmzZuHN998s1/byDDMwEH3dH9iLXfv3ov6fWEoDhcihXY4OmMizpPcXpTiPEQKXLDvDMPV4RIv9sh0irlxCesRJTSKeiVEyWsqrJV/EQ15cn2kkNQWFSHFLuLu6J1P1lNXQAEiWpZdexBQAw6EK4BINbkOAza/LKbzFIdQtX8CvnjO2YNyvJjRA7nVlo4tBjoOAPl5wkoqByNaFk2qgeu2Qy10iWteCsfgaYwgUuCAHKaEJ9QIVWGj2LiQCo9NxeEzC/DlS07D1MmTs71rDDNggrS5pRWRAFkHYyKfgKj36SDrqReST7OSql43ZMhw7m2F1Eb1vSTR0UMlxdTKUqC2HBf8v7m46PPnDZgFkbwQrvraefhHwTNY/egu4WorBKTHhfzJebjmG2fix198UFhoRfZeEpoUR0p5Eug3iU4aRgmWjLavqKVKpWzI60dLiiSyCCsK7PQuJXFqcyNa4BDPCYefysXIwnXf61Vx+9nLcZQe2sbkKIOUWff1118XxrgjjzxS5Nq5+eabccopp+Cjjz7K6RAODnxiGGZIIBd8ivfuj8Vmz+4DUO0ORPMdcLYEEfM6IcUkEXcjB2IITSiG3CLD1qV54XoaYyLpgxRWYdfrmlJGQhKeZHUStUX1jLr0And2aMliyCoa8wAFvhiUdhmhQglRl+4SSd5h1HtNIUoRrTD7rKZxuP2zn+0R784wfYU6ay6+/By8tboBTUE7IpTEKEgx01SLkCwlmsuus1hGLCzD5ZbgdksI+Gxwywryq2w4/eQp6PIHcdQRs7Fw/mEc28yMKF5/+x386pnVoPKjeU2UBCCm1ah2uIDWoDZRNApvbT6KSiJwjvOibGwVoqqElgNdcDkk+CQbJsytxNnnnTLgLq1kLb3q+iLs3nYvGtfbISOG6SeW4bxLlmPjuu0ItytaORhyIaZkZWQRpfeR0wZQ+afCfJGjQPwdi2llY8h910lxpgrULh/gcAoxKgcDkBRJeApRbCnNFsqjmFIJtqiKo0rcWLxw4YDuHzM4DIal9Lnnnkv4/eCDD4oSmpSDZ9myZchV+I3FMMyQQK5O/amTRmL2iUfeRcCluSdR57GowRhTRA+xXbHB1RiEHKKU/EC00CVibKJe6n2WRLIjigulONBQiYxgtQI31Tltduj1GymhkVZkPK9OQawI+PQxtdiwrRnt4Rh2qCq6ijWrqS1AteM0QTu+IIavnnE6C1JmwPB6vbj26yfhkafWYOOOIFSXDa5SoIw6Yxwyli+ZiOOPWSTqdhcWFAjRuW37TpSVFWNszRjOEs+MaEpLijCm0IHWsgj8Ewvg3dUJm0+3IEaisLkVFM+uws0//xymTJ4k7g/jnRMOh0WHKH2TVXOwsqPX1IzB2Z9fjAdufBFHf3YqvvmdK4T4fejnz2DOGROw8cldUKljtqQQKPQi6rXDVtcqaokq+W4o9E7yaZm2yRIsMhWJkjRkDc6H1BUEfEEhTIWgddnFtPT+Iuh9V5in4tLTlg2rOFLKCdPY1ISaMWMwquhjZt1QKISOjo6EYXQ995YvgEpbGt6luQyLUoZhcprW1lY0UnydS0aoxAavD7B1hRBz2xAZWwi7I6a5ctHTLBiBHIyKcVTyhZIi0ctbdD7nay9oR4cENWoHVZghwoX0Ioeo70aC096qYOP6BpxzygIcf9SRePPdNXhsw0Y4qeZdDNgbDGJRdQkuPul4TJs8JbsHhxlRUHza8uOOxpIjFuLPf31CuPedddZylJeXiQY2NTKTG9NVVZVZ216GGUqOWLgAvz9sLh595ln8+b2tCJUXQW2OwtHowYQpHlx+7amYNnUyiou1DLVmjEa7W8+4O5gsWnQY3jlrC6687iIhhDes3whXsQvXfOdi3Nz0AJo/7IREVt66ZjjIDVcXj7bmTkQrChCrLhR1SEXmXVH71C5KQIFizaOqZkkll97CQtGxKtz7nVreBApSnFLuwNxZszCcoGfb+x9txv76BsyePi2nXUwHEq3EXeaq9L777kvIm0PcdtttIg9PKshD7brrrsMxxxyDuXPnIpdhUcowTM5CD9M//uMpNFICogJACkXhrOsUvcOhMQXI20c9xpTwQYslEolgIlGQgzCVjfHXOIX7LqXGpw/FlDrbyTKqJSsK1sQQK1CgqBIkv4y8PRI8TTI+PABs/Nc6vLPpY9xx9Rdw2gnHx3udyUpFDRuuQ8oMFpSY4sorPpvtzWCYnIM6Zy46+yycflwr2js64fP7EYlEMWPaFHHf5AKTJk7A9354lXhP+Hw+bNq8Axf8v5OR5/XA5nGgcIIb/j0+xDpJdCoiGZJw1w2FYTvQqonQ0kJIVP6JSsNEY1osKWXqpZIzoTDUkkLEygoQrHIj5pS1hEduGV4H8Jkj5/XLKymb0PZOnzgeX/ndE6jJfx1fv+AkLDgstwXUwKB1nGfKlVdeie9///sJw3qzklJsKVUeeeutt5DrsChlGCZn2b7jYzy7sQlRu4RwoYy8HT4olF2RajhKVKJFgrNd0TLyUsyN0w6p3QcbJLio3pyiZSWM5MkIF1PGXRWR8VGRYZfEqC0viliHEwjIUJ2Av4Yy82quUBR76pY165TZDSpXGj4MwzCjFaozn8u15skVn3jl5bfw0bs70drShX31jbjk8qPR1NaBh37zrsi0Layk9AKjsjABP0BlYKhcDAmVihJNtBrQMEmG6nYJi6p/nAeRAhscnVQ+SkYsX8YZk4twag7HDKaDkrJdcOQE/N+be/C7J17B72fPGnbierDdd10uV5/CNKg6CZXVfOONNzBu3DjkOixKGYbJWV58aw18VIPUqwoXF3vMjsDUIuTtDcK70w+VUv47HSKeSOoKCDcmeqFTLCm5MYkER34Vji4VoVIgUqwChSoQkqG2OxAJ2EWyI5rN5pOFFZXWQ1ZVEqlbG9vxv3fX4JglR7JllGEYhukT8xfMxsxZU4SQqKgoF5ZeypPQ3tSJ//xuI9AZALp8UKNR4YIrhSmLngqZrF++kJZ9lwQr5d8NhIQLb3BiCYKVLpELgbx+KEkfgpQ5HjjusOnDKpbUDL1jL/3U2WjzPYLXPj6IDzZuxGGzZo38claDkH1XVVVce+21ePzxx/Haa69h0qRJGA6wKGUYJifZt38/nvpwH6IuWbx8PU2qSHfvPhjSeo/JZZdKuLT7tUQQ7Z2QqERAKKRnSFJh7wqLBEjOhhA8OyGSHUWK7eiclSeSFcVKydpKVlGbnlFXFXVMyZJKGXrfi6r45TNvY8mihSP/xcgwDMMMKBMnTugxjKx/Z56+DC88sh1+ysDrdkIKRWALhqBQyGsoLLLtwh+A6iHVKYkY0khNEcLlHoRKHYjmyYjkSZCjlKxPFUkAC1wqZkwZHuIjFU6nE1dffD723v0gDja14p/PPo+p42qw+PDDMSJRByf77tVXXy3KZf7nP/9BQUEB6uvrxfCioqKc9vZiUcowTM6xd98+/P4/z6EhKCPq1XqCRUIHhw2K1wFbZ0i8uIX1khIZtbRCjcUgu6hshgw0t0EqLgQiNtjod3sn5HAI0VI3JHcRSj9SYKcMhzYgRqVjojERl0riN1xoE3VNqfyLQ1Fx+nETubQGwzAMM2AEQyGt85Oy7NqcwgIaq8hHuNgJd50PMUru55QRLnWLWtukXIJlTgSq7FAcgLODSp8pogRMsNgmhE2+FyIr93CHXJ8/d9JS/OThV+Gxyaip2o8jFy5M8Fbqb83z0WIpvffee8X38uXLE4Y/8MADuOyyy5CrcEuLYZico7m1Dc9/3IGYjbIKQmQVJMsliUh7ix9SSzsUSnHudGnuTR4n1Hy7SG4krKWUnbC9C1JBnkgaAbsdqqrAHrZB6nJAiaiQwzFIUXLtpay7isiGSKLX4XNo2XvdMk5cXITPnXfmyHn5MQzDMFln2tQpuPyrS/F/v30X/iC57cbEcGeXSuZCxAqdCJY7YQtFYVdjaJnkRaBcFp2pnkYSZFQxRkW1C5DKJNglCadMHxePZR3uLDxsLpxPvI6NjQr2K1347wsvY+nh80WG8oefeA77mtvw7f/3uWHvwUSxw33JvpspJNqHIyxKGYbJOSZPGI9SSUVjSBK1RylWNFygJYRwRyJQOrs04UkPXnLltUlQKFshee76A4hWFYgshmowCLmyDKrXDdXmgq0jBKnZp8WiOmxaxl5yA7ZR9iTN6moLK6LjevxEJ6783CeGpIQAwzAMM3qgjs6zzjwZRYX5WPvBNry9ugEIK/A1xxAqcCNYLMPTGcOceV4smD8OD7+7E02tKhQJcERUTJ1kw3UXrsC0yZOEyystb7gLtOR6nF0hLclTe6eEO/67HiXPf4Ayu4y9B2I4YX7hyPBg6mOio5HOCDijDMOMNOglW6xIaI5AxHpSLGjMLcEWUUSKfDVMplMVSo0bSpgsqRLslBLfH4QSCApXXRKtkmyDUt8IpaoEKMpHzBuFHI3BFuuC2gGoLidiY/Igu4GCIjtKq1yYMqEYRy2cgaOOPJwFKcMwDDMokJA8ftnRWHbcUnyhrU383re/Ds++uApvb2vGKaeOxec+dQZa2trgyXPin69theqScPjUEnztsk+J+MCRyse7dqOxk7LhA+FSFVJIQmuHhPaIgiKniuMWTh8xHkx9KQkz0mFRyjBMzkFi8Lj5Ndi28oD4TRkG5YiWzEEt8EJ2OqGEg4jWynCu8wP+GKJjXVBlB2xdPiiSDVJxHtDSBUQjUCN5sDV1iGQR0Yo8FH1axgXTj0WB14vi0iJUV5ajsrJCuD6N+BT0DMMwTM5A4soob1NcXIw5s2fiio4OkbGXxtH3xPHjccayNmz9eCeOWDB/2GbYzaQ2+QOPPI4XN+5FRJW0kJwIYA8ARU4Fx80qRu2YEpxy4vAse9MDEqQsSuOwKGUYJuegeAhFURHNAxRZghwmQQpR3oXKvEheD6Txxcifb0fkowjUrijkulZIlEbf4RCJixQosJPAlCU4QoDqtUEptCMwoxzTfA58+rxPsABlGIZhcgoSomQFfX/desyfNzcuQEmwLj58YXy6lpYWkVl1JLnt0r4XeD2IRlXYoCAmSfDWA4pNxbSxDtxy7eeFJ9WIwlSKdrQzMrtaGIYZ1lBt0Ec31EGisFEb9SJKsIfITZeCSp1QS/Jh6wJij8cgK07IRYWwlZRAstkhOZ2QFQn2jhDgcUGtLkWsJE9kJ7T5oyjc2YZzT1zIgpRhGIbJWfz+YNrxGz7cjCf++wJGEiRKL/jkGXjgli/hjvMXIY86qO2ALaqipiJvRAlwgtolItlRBh+MguBTFqUMw+QcazdsQ7ATQpRCIvddqlEKRD0yYl6HVkzcEJUUVxJTRAypGgiKOqWq2wHJYYejNh8eWYGtuQOqPwDF44CdYk1V7ppkGIZhcpdjjl4svIZ27t4Nv9+fMI6GT5s2CcVlhRgJSY2ef/l1tLW1id+0r2QBXjRvjhClFDl6WK0DX/n8J0dMHGkcI1ljJp9RALvvMgyTU9DLdvPuZtEnSO67FE9CpWAiBSrUgxRbqkAO6hlzwzSSgk5jUKNRIWCpXim6IkK4nnf1EixeOh+vPbcKq1fuhj3PjsVHjseiw+dnezcZhmEYJi119fW44vf/hisPOHniGBwzaxY2bN2JjTvq8fFBP845ajKGO6++/Q7ueHQtTt64HactmYc1W3fgvBOPw1//+xJaoxKKi4BvfOkMVFRUYEQyOvRmRrAoZRgmp6Ce0BnjS7Gpvh4TXHZsaIwh4pJEogNbSIHcEdAmpPqj1MtokyHZbSLWlKynqt8HxeeHGopg98b9uPz/XYzD5s0VvbEUmzPS3H8YhmGYkcmY6mrMK/XixTo//thWh7++ewBSEHC06OVSWhMtqMONhoaDeGHVR6DKbC9tbMOr772Oco+C80+ScPKSBYhE38MFJx+DGdOnYUSiu+8yGixKGYbJuZfUtt0t+No5h8HjdmHfA++iNaa56jrawpCb2oFoDPB6NGspufHaFCAWgerzaRZT3eLa3tyJxsZGRKMxRCIRjB9fm+W9YxiGYZjMoNwH1134CXx096Oo7wSUiAS7X4HnQBAOWUFlaQGGK+FwGDff8zDW74+KZIbwa15QFbPcKCosxNiaGhyxcKR7NXH2XTMcU8owTE7xwYZNaG2JYOFhs9Dc3I5opwpXm6KVhHHKUAs8WhxpJKLFWUQoG1J3EgCJsu+6XZDcbnz8v3o89q/ncOfNf8Qjf34627vGMAzDMH2iuqoKtfkOSArEx9sQgT0cQ2kxsOLkYzBceX3lKmxsjsDmU+DoUsRrfcYsN+64/kLk5+djVCCaLmpmn1EAW0oZhskp6g+2IBbVyrnUN7Yj4pKhyhA9qSL7Lj2byV1XlqGGwppAFfGkkhiOgjxRx1Tt6ITDa0dhYR7OuOgYzJw+/GNvGIZhmNEFhZx86qh52P231ejyAYpHxqRJ+Sgqc4va2sONpqYmPP7sa/jn6zsBnyQy0NqjCqZW23D9l87AmDHVGD2MHsGZCSxKGYbJKaZNrcUVNRVwOh149aMGRN2SpkMDCuRQDBIFn6iqcM8lMapGY1DDYWE1pTql1JNMyY6UynyceOV8nPepM+Gi+qUMwzAMMww5+cRlkCDh2Rc/QAQqvnTxiZg4vhYejwfDBcrrsHrtOvz+kbexo0FFxC0jUibBEQSKHAq+8uWTMXPGdIwmREmYWIaiVMWIh0UpwzA5xYRxY1FYWICt23fAF5VA4aQOnypEKWWpU5w2yPQ3EdNcfkBWUz2WlJACIbhtwOmnH8eClGEYhhn2CQBXnHic+CiKMqzqbB882Ij/rX4fr76zFe/vCCLkAGJ5EmQFKIKCBVM9OGbODDTqJWFGFYb7LiNgUcowTM5A9cl+96f/4DPnHCtqlaoxFfYgIEdV2EKqiIJX7bKW6MhtB2QJkO2QJFm470qU+CgQFFbT/LFeOJycaZdhGIYZ/hg1OoeTIN22fQe+d89/sKNORbiAXteSyKKvSCLSBr+88nTMnT1LZMYflYg6pSxKDViUMgyTUy/dPLcD76/bgi3bGhDyS4h66UWsQKGSMNGYKP2iUhkYRRGdjFIsCjWmiCy8kiyhoNKO8okFuPCGsznbLsMwDMMMMRRe88wLr+DuJ95Hs18CbCqksCTCa6IeGeFiCeMq7Jg9c8boFaQGbCmNw6KUYZicspTu2NaK1pYAmtpDiNmBSB4gRSVIUQW2Nh/Q1iUy79pqnZA8MkJb/cKS6i7z4NxvHYNTP3kCqqqq4r3KDMMwDMMMnSB98rmX8ctH16GpWoLsluBqoTrj1KEsQZUl5AdUXHXKMbDbR7sM4URHZkb71cAwTI7Q0tKCX/36UezdFkJjYxS+EGB322Bz26AKbyXNzUW46EZlxFokKF1dkMIxSLDhqItm4NL/91kWowzDMAyTJVpbW/GHVR+grUxCNJ8y60pa5zIl9VEAp0PFabNLsPCwudne1OzDMaUJsChlGCbrBINBPPbUK1izrh2KIsHXGhNlYGJFdi1dfEEIhdWtCO2VoVSUQApHIHUFIdvcUO0RKD4/qmvLRA8ti1KGYRiGyQ4lJSW468IzsXnPx6hv6cQr2w9gjw2IuCSURxR8acUsfPrs09ltF7ogjcWyvRU5A4tShmGyzu49e1FSlI8Tlldh47pG1H/QAcXvgzJurLCOurYDSlMMiACy3wfVQYVLJS25EXUyyjL+dcdLCHQE8MmLzkBxcZGo38YClWEYhmGGDnrvzpk5U3yeefVVXFZejpmTJqGhqQlTJoxHNYfXJIpStpTGYVHKMEzWmT5tqvgEAgF851v34WAkhli+B1JMgk1VoSgxRFpkSMGwyK4rXHgJhwOw28gfCNEOBf/9wVt48b5VyKtw47t//ipmzJiW7V1jGIZhmFEHeS7lez2YNHYcaseNw7Qpk7O9SbkJZ9+Nw6KUYZic4IP1H+L1N9bhoy1BREvzoNoluNqiIjGCLSpDVRRIobDIskslX7RU6mG9l1GC5HSIPwMNYZRNLsa4cTXZ3iWGYRiGGZWQNXTZkqOyvRm5DVtKE8iqQ/cbb7yBs846CzU1NeLifeKJJ1JOe+WVV4ppfvWrX/VIjnLxxRejsLAQxcXFuPzyy9HV1ZUwzfr163HcccfB7XajtrYWd91116DtE8Mw/XPfvePOZ/DiC/tA1V1IdNo6QrD7ooi6ZYSLHIhUeoBCD1S3E3DYNQupqkAV8RgqJFkWWf7GnzQGX/rep5GXl5ft3WIYhmEYhuldmKq9fEYBWRWlPp8P8+fPx9133512uscffxzvvPOOEK/JkCDduHEjXnzxRTz11FNC6F5xxRXx8R0dHTjllFMwYcIErF27Fj/96U9x++234w9/+MOg7BPDMH2nrq4BnR0q/D5ADcRgb+qE3NopUsdDorpmNsQW5iE0vxzhKRWaIJUortSmJwpQUDjWgavuOx+/fvg2HLV0cbZ3iWGYEYaiKHjssWewectW8Te5JzIMwxxy9l0Wpdl33z399NPFJx379+/Htddei+effx5nnnlmwrhNmzbhueeew+rVq3HEEUeIYb/97W9xxhln4Gc/+5kQsX//+98RDodx//33w+l0Ys6cOVi3bh1+8YtfJIhXhmGyR1FRIbz5EgJtEVHiRZhLI1FhCQ2WSXB0qvCs80HyAegKCXddUFwpZdt12CGVeHDVry/A8uXHZntXGIYZobS3t+OJ+17DU4WrMH/pRFSPKcGnLzybs4gyDNM/VIWz75rI6Scp9URecskluOGGG4SYTGblypXCZdcQpMSKFSvEC2LVqlXxaZYtWyYEqcGpp56KLVu2iFpKqQiFQsLKav4wDDM4FBUVoGaqB65CWRhASWzSf5ECGxxVIcSqFYRlJxCMAZ0+qO0dUDs6oQb8sOU7hKCdNo2TKDAMM3gUFBTg01cux7mXLEVhaR6WHruIBSnDMIcGW0qHR6Kjn/zkJ7Db7fjqV79qOb6+vh6VlZUJw2j60tJSMc6YZtKkSQnTVFVVxcdRPSUr7rzzTtxxxx0DtCcMw6RjbE0NTlo8FR+692D9aw0I1seg5LlhCwPRJgdcLYA9EAPCYS3JEVlJwxGUzinFSZcvweFHzkZNzZhs7wbDMCMYal+cdd4Z2d4MhmFGCiJh4+gQnMNalFL8569//Wu89957WalndNNNN+H666+P/yZLKSVJYhhm4InFYigpKURZeT5k50HA44LU3gm7vxgF2yRRk1SKKEBQz74biULOd+Lqn1+IY5ctzfbmMwzDMAzD9AnNCErZHRkiZ/1O3nzzTRw8eBDjx48XvZP02b17N77xjW9g4sSJYprq6moxjZloNCoy8tI4Y5qGhoaEaYzfxjRWuFwukdHX/GEYZnCw2WyYMK4Gr21sgGecBwVj3ZAK8ymnvBCklIUXTjvU0kLxkYoKIJUVQ7YPzCPM7/fjvQ/WIxKJYONHm0U2YKqZyjAMwzAMMzjoltJMPqOAnLWUUiwpxYeaoVhQGv6FL3xB/F66dCna2tqEVXXRokVi2CuvvCJiUZcsWRKf5pZbbhGNTYfDIYZRpt4ZM2akdN1lGGboiUYjuOrTi9HU1I4Xn94IXzvFkQKKTULMbYMUtsEWtUMKRwGPG1GPE889vRpHHXVkv+O6qAOLOqD+8tf/4J21+3DSiR/jiSc3o6DEga9cthxLFmvPFYZhGIZhmEHJvstkX5RSPdHt27fHf+/cuVNkxqWYULKQlpWVJUxPopKsmyQoiVmzZuG0007Dl7/8Zdx3331CeF5zzTW48MIL4+VjLrroIhEbSvVLb7zxRnz44YfCLfiXv/zlEO8twzDpmDp5Mh594W3k2x2QCh2QCpyQyKtFAiJ5NkgxO2z+MFSKJ/U6UVlrR3O9D6+8+hZWnLSsX+ts7+jEm++8gYmTqjFtZi0efnEtrrj8KCxZNF8kUWMYhmEYhhkUREk7zr6bE6J0zZo1OOGEE+K/jRjOSy+9FA8++GBGy6CSLyRETzrpJGEtOf/88/Gb3/wmPr6oqAgvvPACrr76amFNLS8vx6233srlYBgmx6BOp69ceBY6OruwedeTCNntkBQVMQcQzQcUtw15BR7klduwvQSojjlxxPwJcLo0D4j+MGniBEwYXyueHeRhcfTiRfB6vQO6XwzDMAzDMD2gSgOUvJHJvihdvnx5n4pP79q1q8cwsqo+9NBDaeebN2+eiFFlGCa3oU6jzTs+xslHT8MrylYc3B+CPyohWC4BXgmnlFZhYmUp/v7cduyIKdi++2MsnLYP8w+bLTqg+oPh+kvfLEgZhmEYhhkaRk+5l2Gd6IhhmNEHZdo+dslilBQXwFcgod5jh6dMwnhJRn67DePHlqK4OA/nnTQB0yc6xBPsox1h3PvAY2nrDjMMwzAMw+QUpEc50VEcFqUMw+ScMD3puGPw2ePm4VPLqnHK4ZWYUuLG0jFe7KxrwdZ9Ddi4qxGb6yOIuGSEYhKee7UR1//gQTz70qsik+5o4kBdHR7+13+xbdsOUVqHYRiGYZjhUhNGyezTD+6++25RscTtdosEsO+++y5ymZzNvsswzOiFXGnPOOEEnBqLidIsf/zPf1HX1IntDV3wNUVhbwrBEQLUfBfCBRICbjvej6jY/uBa/Pv5D3DCUZNRO6YSE2vHYvwIry9cVlqKOTOn4I031mDVO+tw4Wc/KUpoMQzDMAyT48l3B8kK+sgjj4hcPZQIlgTpr371K1HFZMuWLaisrEQuwi0XhmFyun5pfn4+rr7gU6IG8WPPv4T3t+3HHqcKqS4GeyFQVi4hIKsIqsA5c6sRikRFp2I4HEHJKMigSyVtDps7G7NnzcDHH+/sd3kchmEYhmGyYCkdBH7xi1+I6iRGGU0Sp08//TTuv/9+fPvb30YuwqKUYZhhkZmXPheedQYuUBRs27EDL61eh8rCAmyrb8Qxc6dj2oTxKC8rg8fjwWgV8NOmTc32ZjAMwzAMkwF+tRP10d0ZTq0iFAqho6OjR8c0fcyEw2GsXbsWN910U3wYdVivWLECK1euRK7CopRhmGElvOgze+ZM8TGgWEoazjAMwzAMk+ucfPLJeO211zKe/qzKs/C3v/0NP/rRjxKG33bbbbj99tsThjU1NYl2UVVVVcJw+r1582bkKixKGYYZ9rAgZRiGYRhmuHDiiSf22WoZCoVw4403JgxLtpIOZ1iUMgzDMAzDMAzD5DAuC1fdVDXfqbO+oaEhYTj9rq6uRq7CGTEYhmEYhmEYhmFGAE6nE4sWLcLLL78cH6Yoivi9dOlS5CpsKWUYhmEYhmEYhhkhXH/99bj00ktxxBFHYPHixaIkjM/ni2fjzUVYlDIMwzAMwzAMw4wQPvOZz6CxsRG33nor6uvrsWDBAjz33HM9kh/lEpKqUpEcpjcoBXNRURHa29tRWFiY7c1hGIZhGIZhmFENt89HDhxTyjAMwzAMwzAMw2QNFqUMwzAMwzAMwzBM1mBRyjAMwzAMwzAMw2QNFqUMwzAMwzAMwzBM1mBRyjAMwzAMwzAMw2QNFqUMwzAMwzAMwzBM1mBRyjAMwzAMwzAMw2QNFqUMwzAMwzAMwzBM1rBnb9UMwzC5h8/nQzgcxrq1G/Dhuh049qRFWLhwXrY3i2EYhmEYZsTCopRhmFFNJBJBXV09opEIVr3xHp770/9QWJ4HZ1keKieWYt++Bsyfr0CW2bGEYRiGYRhmMGBRyjDMqENRFDQ2NmL/3gN4+NdPYuvr+xALxRCN2TD28DLcdM9XMGZMNSRJyvamMgzDMAzDjHhYlDIMM+JRVVV8yCK68tVVWPPiBuzdcBBtuzoQ9UWhqoCtMA+ls8rx6etWoKZmTLY3mWEYZkiJRqM4cKBOhC9MnjyJvUMYhhlSWJQyDDPieerx5/DyP95By+4WNH7UAiWiQoUEyW4D7HZIsozyaQW469GvYswYFqQMw4w+/vp/j+LJe9cAiorLv3cK5h95mOigs9lsCdORaO3o6IDb7UZ+fr4IgaDf1PFHvx0OhxC0o9HTpLOzE7FYDMXFxdneFIYZdrAoZRhmxBIKhfD6y2/hX794CfVrG6BGySqqinESNbRsNsgOOxxFHhSNK0R5eXm2N5lhGAt3e0MM+f1+cV97vV4xzOVyCXE0kiBRs23rDihKDFXVlSgqKoLdrjXX6PkVDAbFsaBhZN0k8ZeXl5eREPx45y40NjZj8ZGHJ0xLy3zz3x+g66P9oKH3fP4vcJV4cO0fL8Giow4X0wQCAaxf8yHWvPIB1j6+CbULq3DChUvx2mOrsff9g1BDYRSOLYCrNB/Lzl+Iiy47v0/7TftG6yCR29bWjs72TpSWl6KsrFSc58E83rT/dAwPhW3bduDOnzwG/wE/rr3pVBxz3FEDto0MMxpgUcowzIiDGjd/++OjeOvf7+PAhlaEW/1QIlEaoU0gAWpMgU2JYNkX5+HkTy3DxCkTRA8/wzDZF6F7du/BwfpGvP3cu9jx/j5x0/pbAuio60IsFIXdKQtPh/yaQhzzqfk481MnC/Hm8Xgw3CHRfdd3HsXBj/3welRUjffgk5cdh/17GrD5vT2o39EOf1sIbq+MUFsQUBVUTi6E0+PAlMMnYObCqZg+ayrKy8t6iLnyslLkeb0JgpSsew/c/ziamlTRWadGY4gEFUTr/fjNZQ/C4f0boAKxSAz+5ggkrxeKbMPm53Zh0/O7AVWCqmjP1q6DYcDViebdXXC5HJgycyKqqiuE5dDoPLASzm+/+Q4e+9PLaNrWhGB7BKH2ICKBmBDGVbNL8ckvL0d5ZSneeeMD5OW5UFCUh/M/e7blskjUGq7HJHKbm1uw8o21qBlXgdoJ49Dc1IKGukaMGVeFoD+Ih+9+Hu31fpz6+SNw/sVnWwrguro67N9zAFs27EBxaUH3uQqGsGvzfsQUBeve3o+m3SHIoSj++IOnEL0xiqkzJsPX5UNxSRHKyspGrQWZYTJBUg2zAZMWck2hF157ezsKCwuzvTkMw5jYumWbEJTjasfitVffxscf7cbKf67DgbWNgBKDqltayE0XokEgif9tLhvO/s7xuOyai0ZEY5ZhhiMkit5b8wGmTJuEqqpKfPThJtxx7m8RaA6IBGTUTIk35FXqW1K0DiZJgiTJkGwS8qtcqJxZjrOuPhlnnH0KhjvPPPMStm7ah7ptjVj/8kF4avMQ80UQ2t8J1ecDojGo4bD2bBPNOAmSLEH2uCEX5sFT6UXRGA8mzy7F+MkV6GjzoflgJzo7ghg3oQx2uwyn24Ex4yvx/D9XY8dbDVDafMKbRDwj6diKDj79HzrmJDxpuNtJD1OxfjofccRsEkDCi561sgSbS4a7yImCKi9KJhTB5rLjsCWTsGzFURhTUy0svXt378V/H3oJr/xmDZRQRCzHtEBINhneSg8UVUY4JIt9dxfKuOWhy3HEkkUJx233rt343V3/hC+oQJJUtOxsR6glCH9jBDZZgaPQhWggipg/CnueE2o0gmh7EGokAptTxtX3fwannnVy3DJNrHxrFX55+Z/Q1RBELKJvmX6MBJSzQOy3pL9jZEgOO2xuG1wFdkSCgLvcjcrJBfAWOTFuYhmcbjsmTRsL2WZDRWUpiouLYLPbRII9Eq6tra0oKCiA0+kUq1i7+n2s+d8GePPc+Mznz4kPZ7h9PpJgUZohfNEzTO7y+stv4vUX3kdbVxj5Thve/ctHUANBqLFYvCFFrrrUuEnGnufCN//2OZxw8rKsbDvDjDbIBbelpRVFRYWi4U1C4tbP/RbRDh/KJxdh3KwavP2vLQg0hbT7OBrp9nIwEGKUhI9NCKbiWg/GLaiCpyQfLo8DtdPHYPLM8Zg5dzpKS0vjwnY4eUNs27odv7vpAWx5twNKoRdSYzvgD0Alrw9DDRqdbMZv+iJRSPHyJJCMZyDUuDXTgI4HCTeKr9eagvRbX4yYlMQofRnCVzvu2kT6OGMbLIx/ceFmfGRZiDDYZbjLXCiqciMaiKGjzo+IPwo1qmiiWFE0sW1sryGSZfrWxK7IAzC9AMddOF90TJRXl6CguAD/+MnTOLChg4y32jaLY6UfE5qfrhetZ0NbbozWFRODaHs9pQ7MOmm8EOxlY0vQ1tCOrW/vQePmDm134/uctLO6CNc6T5L22zg+xrGj/+36+0jShLvkkGCzy6idVUhnA/Xb2jBmaiE8RR4UlHiw4aXdCPuiOOGyw3DFdZewKDXB7fORA4vSDOGLnmFyl7Vr1uHn3/wn2ra1iUZIzBcQ7rlaw0O3kFJjyGgcGL3/1EjK8+KIT03CrT//6rBqsDLMcIKyuu7bvQ8OpwMvP/YG3nxwHSqnF+MLd3waXV1+rH1jI9792/vw1fnEfRpvmGhaKQm98U8iQ/ji65ZUXRhoAoYa+jZMOLIMsXAUkWAMDpcN05eOh689gPzSfFTUlGLP5v0IdYWQV5aPibNrMXHqOMg2GU6XEzVjq+NrJOsVuaCSZW/7th2YMnVyPK51IOnq6hLupu++uRZrX9yA9/+5LS7otOOhC6qElpuWXTz+XEtwDzUNNw+LH0pD1FqgmUm74/ATtsM0nZjdYp3GcMl0vhJEmknEmebT9sUkHPXtjHu60MfYH3060nti+YohsM3bYNLs8eOgdovehGNh+o7PaBLhyU3muFg3hLlpGeJ/03Dzd4J4NR8/Y7u09xOJaBLTtN2ltW58895LMGfuLPGuIjd3On7JiahGG9w+HzmwKM0QvugZJnehl/Pqd9/D3Tc/hoPvH4QSDHa7monecb0xk1DigBqyMqQ8L7xVHvzmv9eJTJMc78Mwh3YvkiV05RursPWDHQgHwmhv6sLmN/agfVcHICmIhRUgRo1uwO6yQYkCzkI7gs0hk2hIwuR2r92hJvdJzcylWU8NoRpv6BsCzhBu3a6uCRZGIWIdkClWlZ4bdgkur97YJ9HjkFE0xotYIIy25hhu+L+LcMyypYd8vMhNc80772P39v3Yu+MgPt7Uis4DPoT2tkGJKhbCStuH+HEyWzQt6d7/Xkk0kyaPTNKuSc9J06FMsNr2EGS6NdZsRbTaDn24Zm1NWr95f6wsl/FRFkLSLGbTHYN0mKeJX1MW46z+NgvV+DGg91N8Qv1dpYtwQ0hHY8KC6iq0Y8zsYrgKnPC1R1FUnYeb7vqy6DChjhO6/yimlu5BA7KqUhIn6lChhE6UIXkkvee4fT5yyKoofeONN/DTn/4Ua9euFUHkjz/+OM4555yEaTZt2oQbb7wRr7/+urihZs+ejX//+98YP368GE832De+8Q08/PDDIjnAqaeeinvuuQdVVVXxZezZswdXXXUVXn31VXEzXnrppbjzzjsTYgZ6gy96hskuBw8eFN+UIdeqft4rr76F3938DHwfHoAa1t39zG5fwlpKDU5doIripDZIeR5ILgfGTPdi4pxyfP3WL4rnBDMyMawLI6lR1h/McZpkndu7Z5/mMilJGD+hNuN7wOfzCcte3b56vP3cKuxafwCdDZ2o+6AZColPcatZmjvN5qv0K0llzbO0RBl/dwugbldUs8upeR79ekiy5tGwuJA1YjeFVU5G1Zxi/PS/tyRk7O7LdUXLbWpqwvdu+wt2/HcnlA6/7rKqrSdl08ws/OL7kxzYmSTc+oPlcUqyDForQev1mqfvceyTtj3ZYtnDmpi8oUnDrUSo5bikbU117lKIy7jgzaQZnbAvxvWWJM7NIlV0mtADS4/njb/PDLd17UPeAOPnFYif3gIHfK1BhLoi6GyNasuw2+EqdKB2WhFa6zrR1eDD7GNr8cWvXyDaySPhOcjt85FDVrPv0sts/vz5+OIXv4jzzjuvx/gdO3bg2GOPxeWXX4477rhDXGwbN25MSP/+9a9/HU8//TT++c9/iovymmuuEct6++2346m+zzzzTFRXV+N///ufEL+f//znhevDj370oyHdX4Zh+sba99aJbJEfrN2Ih376CqKdQcxaVovPffVczJg5Dbv37MWGjVu1DIqPrIOv3g81FDL1tBvuYNQDR0uk2FJdlNLLnt7k9B2OIdAWRmklvdy5YPxIZevWbXjin69h3642XPn1szB79swhW3ddXT3eemsN9uxpxJIls3DssUNbLmLPnr34cN0mxCJR7Ni4B4372zD3qCnYt6MBG17ZgZbt7VDDUVTNLsaKy4/FwqXzMKuX40Mdwbd88afYtXIfQm0hxILReFIxDVKE+rcl5gZ+qoa9hfAx/VSTfujpeeINfoqXTC1okhaWtIqEtYlnBcUfqiI7beOmVtxywZ1w5zvjArKoqgCLT1+IvMJ8HLNsiUieRsJz7XsfYulRh4s2DFmx9u/bj50f78F9v3oF7R+1Qe0izw49htKscXpYQTOxehrWwV4OZSZI5mUmCz/9n/4I4IT90pMESd3roThXTaCaBbDV9iX55qZcn8V4K0Hfw7KbZllWFlizkE/e5njHjG7pNr2jesTe0n6bb6OE7aPYYF2kxmIiQdOulQGTeNXXTR2w5NYrS+g6IKN5c0e8w+OtvTuwafVvMO2IapRXF+LYExchEomitKxEGH8oUzBdq4NZhodhctp9l27KZEvphRdeKMTjX//6V8t5qFekoqICDz30ED71qU+JYZs3b8asWbOwcuVKHHXUUXj22WfxiU98AgcOHIhbT++77z5hfW1sbEwZLE4vW/qYe2Jqa2u5J4ZhBgFquH2wbmNCqykcjuAf97+DKdOLsfHVvWjf3CSSnsguJyrmleLn//4W1rz3IX7zo9eh7m0DmtuhBIK6JUNP8hFPBtLdu6wll9CFJ1lKHXYUVDvxg39chekzpmXpCDBDAbm0/ez79+PtZ+tx4rm1OPqEeaitrUFevlck3KH3zUDHZ7W0tOCN11bh1f9+gM2v1onEKlXT8vC5b54ssm1qaNd9zbgqzJw1Y8CsFySE1777gYivfuTuN9G0rhGqr9utT1u1DDgdWimQYEhruELFmPlluPkv1yIYCIp6kTW1Y7QkNbSdNWOExXnjhk34+TV/RdOGRtE4jsc1Zkyydc1KDJjjDVNZ4CymTxfPl2yls0xKQ3NLiS6gJEpFrLrS05WWnjs0SGTAdWHRBTOx/LwlePutTXjrf61Yfnw5Agc70Lq3DfvXNYqSKwo5dBiJiOLWUZNYSv42fenOqYmHMsGFthfM0xrHyny4B43k9SRZT5PG9bwV0gjGTEl2M061nVIql92kea2s1Yalsw/WU83Ab4o1TV5vr4LZNJ3Znd2ItU52D6ZLKxaD3UEiWYbdJUMJReHKk1BY4cLYmeWYtmACzrrgNOEenKuwpXTkkLOilF54dJF961vfwltvvYX3338fkyZNwk033RSf5pVXXsFJJ50kYjLMN8yECRNw3XXXCSvqrbfeiieffBLr1q2Lj9+5cycmT56M9957DwsXLrTcnttvv11YZ5Phi55hBp7V767Fn372DPZt6KA2e3ejj+LOolGoHT4o1ElEDTgRD6ZixdePwrQFk/HQrf9F64727gZMcjIMvec4nrkx3oMsAw47ZJcD539rMS6/+uJsHwYmDfROMKzY5AFDv43EVIYrKvXykyuq3x9AQUF+3AV1x/aP8fYrq/HRW1vwwZM7RayerSAPUoEHdhfFDsrw5NlQXOFGfokb46dXwVuch/GTa9Dc2IbFSxegtnYc2trasHXTdiHQQsEg6vc3iHX7Ov3YsWkPlixfiOqxVULI0bidW/di3cod+PD5/VDbu7QSHvq2yg57d4yz3l7Mry3A5XeejYLCvJTHobG+Gc3NnVhy3AIcNm9OfP/qDjRoEwhdoyAYCOHVJ1fjvcc+BoIhsc9k4eueyEAv4WF2VdVvI2e+nSoqIRZR4C51IhYi12fguC8uRDSq4u0/r0e4PRQXan0TpVaxeOka8n10k0wWp/FBidlQE54ZRikTc6yjomeEJauULh6NBECakDSsYN1WPeoUk+x2yE4bVMhQSQDQMycc0USovjsJy8hIjBrTDiIJYn4ASN7eXkVmCtHaY14rwdrHTUsrTo2Y1t7mTZ7f1NFhWk7KdcQnS3Qb79GJYl6UebWpjpOxfsPN1xy3aupIMbtj07UvnhH0zo1ExLVP783Dzp6E0y9dDo/XgznzZgkPANrGvoTADSYsSkcOOStK6+vrMWbMGJHd7gc/+AFOOOEEPPfcc7j55ptFbOjxxx8vLKRf+MIXEiyaxOLFi8X0P/nJT3DFFVdg9+7deP755xN6yyno+5lnnsHpp59uuT1sKWWYoa9VeM0nf4SG9S1a451S+eu18TR3Jd2fycgEqff8ioaiuUFpvIDFpEpPYUrWUXqZUiPRYRe16r7/6GVYePj87O0806vb7YP3PI2acUUI+oJoONCJtqYAKmvy4HTaIdskhAIRNDb40dYaRcCvoNClYOw4N5wum7C0++r8WkMrRfKc5G+ZvGicVG4EqJrixfjDKtC0pxW7322Cs9CFWCiCSEdYFwp0jQI2pwSH1y5EWsSvu3oaHo5xt1arhqbeABYdJ7rFzSxITC1jcb3bHSidWoApR2jZYXesqUPbXvIS0C1vuvhNyESaKgYQmcbtmQ6bLtxEA9Zk3YtbFTMmSRynmqZf8ZEp9ifZGmUklKHngv78iFuW9AQzFBIQF5OGiVGcW1OpFHFcbJBczgRRGT/+KUROgqi1FKW9HddeVV//6MtiLMI6050u7RikE76ZCNPBMulmck0mTZdwK2XmLt6tWZOtpYkW0rjXRG/LtLzWkzP99nSd7rG7ohOGeqJiWmcTuRcLjyKbeM5WzyoSfbv5FV6c/eUV8HjdovPN6XZiwpSxImt1NBKF3WHHrDkzhefJYItXFqUjh9zo5rCAesGJT37yk8LiSSxYsEDEhZL7LYnSwYR86dmfnmGGDuoouvibK1C35yB2bqnDO//aBaWlDSpVHrfoO0uuuaeR5H6nyt2CVggHEq6ayBUvexIpIcDX6RuSfWR6Rwg8VcWe3XvwxD9eREeLD9tW7Ufjpnas8Qd0a7l2fnenaaQFoeJgD8udyWcxpdDRBIdC6wpoQ+rW+VC3rine5osGyO/SvFhN3MTIoNahvbtEx4jwINfdLKlhlyBCzHrQJDrjxgs9js/sZim+6bqNonlTq/jER1i5EBrbZhYA8UksVITYdF1Fp1IZInQt1nO40NOaqM7IO9JyG3quq+9iNM3aEixYyavUnwsJMZS65crljLs6Go12lQ6W0dnldmmdXKIjzdyRQB0MyefWwu3T4ttaiKZzGU2aplfLcy+ogzd9gmU4IZty0sKs9GHmF9cAkGYd6ToJtCKpPUeZPYBN97aR/kBcZGYvH8N7QfzWl222/PfYHuPeNYb17JBJ3PbEayzRemrKUK2XpqG7Y/8HraLDmJ5ZW56/XytXE6Ns1eSBpG+qosLmlFE5owjuIg8uu+U8TJ0xRQjG0V6+hhmmopQy2lHvCmXbNUPxouTOS1DyonA4LFyqzO67DQ0NYpwxzbvvvpuwDBpvjGOY4QS5LVIsNLkHlpSWoL29A8XFReI+aDrYLBoylAisorJciLzhkllv58e78OJz/8PuzfXC1TBGPbWUQTfT1P0iVpR6c7XYOHqPapYizepkftlSg1IyrK82GbGQjH//4WUsPXYJvzCHGDovu3buRigcxuTJE7F/3wH89d7/4OCOZrTtb0fTRiqLEY0nmDG3oDTRJ1mLLnGue5bT6LZaGcP0pCIp2/Z6WSFdYMYzN5umUdPWLTRldTXFccXrEJrnibuCGgs2jzPth9VyrcxvSSVD4q61cWWcsKP6slOfK4uD0xNdzCa0izN2xko6HodEorUq0TKXWJ4kvtMmEaDl2TEfW0lYTMU5Em68mjgVS3E4IY2phJLnhm1/I1TqzIgLxsTrS9MaugIxd05oF5LpzxQXZJ+Pi5UJsy/zHiIJwjmFBTF+eHQPmIRpe0w0uBzqOnoTzAnxoUanE92bxnWiJ3myjCftHpYUTZw4PmFU0r2d9NhJeVzN1lVj2YY3EoUdGPHV5IlBtwHtA5UvihrXsIpoMIq97x4Uz6nvr/od3CVu1MyrwNxjp6FyXDn8gTDOu+CMlHldmNFJzopSulCPPPJIbNmyJWH41q1bRcwosWjRIhFT9PLLL+P8888Xw2h6KgGzdKlWP4y+f/jDH4pyEpWVlWLYiy++KHpskgUvw+Qae/fuw9ZNO9De2oE92+qwa/1+7PuwGdGgAneRA6GAAne+HbGoikBbVLw47G4b8sqcuPy2M3HM8UuHxUN/wsTxuOQLVWiob8Dvv/c3Ucx+8qJCtOyKoetADCFykzS9lI36bcZvo8agcJ0jVyFqWJLrEcXGiEYmiVCzWNDnFdYPBV0tgT40nplD4cCBOoRDIRQWFWLv7v348TV/Q6AtgtO+eBje/tcGNG5shUIWbD1+2ECLeTR+WDR6E3SWEd+YLO6SznHcAmGaxixyDfGni9+4MI67fMqQ9KypWqyovjhhTeu2oMbjFI11CQtqohjquS+mv80xYPFdN2+btvzupCZy97RGHKSxsB6XeQaiJVnMDygZuudmlOQouTGtS2QrUapPlyDuuxfSbbkSnQgxEVdKFiKzIBXzkEjd3wDZbtNja9Nsr3l/UwnSVD0kfXo+xXsw+jDPQHYKpFh+XCOnslYnClQrTE+Evq8/1ZAhe/TrrvkJLyDDXKoN7zZuJl6TKa38vWYmTnrO9XZuk+O8jfclXdvGs8T8fOkRO2vqSBOTKwi2h8WnbWcHNj21E7LXjZLDqlBQ6MWZZ5+SfnuYUUVWRSklpNi+fXtCAiJKSFRaWirqkN5www34zGc+g2XLlsVjSv/73//itddeE9OTDzmVi7n++uvFPCQ0r732WiFEKfMuccoppwjxeckll+Cuu+4Ssarf+c53cPXVV7N7LpPTUJzE73/+T3zwUh2irQGoHZ1Qgt3F5X16bJTPEGV6tr2wBAT2SfjNl/+Oh6Y+jYopZRg/sxqTZ4xDRVU5yipKEYtG0VDfiKrqCuzbUweH04ExNZXYv7dOTFNSqhXiJmsridreLK6BQAAtLa0YO7amV7d8ivvo7OzqMY7WVzu+Fj+6/5a4VZjqEP/wml9g7cNbu0WCGBv3d9Ia5WQlpQyilPgmXrpBq7kYtyzRe9RwlTREAi0lFkP73k4cPNgosooyAwed621bdqCzvQv5BV5RduB3Nz0GX2MIbqcCf0sIkc6Q6GV//Dsv65YoJdHKZGDpttaboNEzWgoNaCS+MosAk7uc4a6WIGCM1SSV5RAWAppXF866aDOanN0NNc0lVlU1IZPqPkpoBxouc2Y3R10fmRPsJIptzZ1WfCVYkE1WWTWdCElx+MwjDYtr95FNS3qd2QcBlKkYtaA7Hq/bFTduzU22Blmtl5JD0bOE3HKpk8RUL1JYzalTQnSQkTg1hGp87d3fCdbq1ImMBsxCmk74WS3f2N+hIN7x09t0vQ3u7/ammS/VxZ3K+mie0HKXMrEKm++v7s6U5Hk1b3KrlVh4ShjX/kA4SonrlcSy6byJkJju1WvT6e/ceD1fY6fM+6Q9h+2FHlx/1/lYuIjzODA5lOiIxCWJzWQuvfRSPPjgg+Lv+++/H3feeSf27duHGTNmiIy4FGdqQI3Wb3zjG/jHP/4hEhOdeuqpuOeeexJccynR0VVXXSXWR41sWv6Pf/zjPgVfcyD18IdEDgmPrs4u1I4fl1DvNleha/r6S36Cj1/ei1iXT2tgJr9ojIYVWWTMDVLDomi3izIoEhTYnDaRjIVu+lhIhc0tIxJSITscsHtkRHwxuAtkEQ8iyxK8ZW58/oZTseToIxLuF3pskNu8z+fH3j0H8K9H30FDQwhz5pZgwsRyTJ48FjKVXjEa01DR1enHmjc/woYXP4a/Sa+rJmKxNIFIVVzO+coRWLBkLiqrK8Q+tbW1497bH8HWl/d3WzfMLnVSt+tuPDFJTM+WSVYN+iYLh/Gi1I+XYR0R8+lC4Kr/Ox9nf/rMITu3IxlKJrd21fv4y51Pom5jO2KBiLj+hGEppGg5A+J1GXVB16Ph1y0ojSE9lY51Bk5jMrOVs1udJglTWInQFGIsqSFm0RQ0L8CC5BnN06fIQtpjsVb1FROPn3X2z/6L0v63ElIpiz4s0MgUlUkLO9lKmixKdcEfb7AnXzzJbpOiDqT2/BCeGBQ/Z1hLjecrJTcyJ6Pp4UqdZOk2dyyYpkndFOujKM04lnSIxaiZoQorSSkmh4oMkjn1Mrv1lOblWllPB+AYm58x5pABY3TC9atfo0byr6SNobaEWIbDgbzxxTj/W8fh/As/MWBtMG6fjxxyJvtursMX/fAVomSRf+rRZ7H2pY+we0MborCjfFI+aqaVaMLJcO/UG7BF5fmoHFMsaghOnDxWZJGrrCyH1+MW1nXKCE0P5/7EH+7ffwAvvvA/VFQWY8WK4zKy1r/7zhrc9fV/o3OfDwiFtdgmqgkoUrYblh6a0qhzlihMtay0SQ1zw1poVQIhIcOtDLtHQsk4D+xOPaU8JTywyWj3AWFVRphMsyJGU5vV2ByZBGEoAskX1Lbb7hC10ESyELIqBIOaBcJoPNKuyJIQys58pxbvGZNFPT+VSsPEF56UUTAe36Jo1gzhZqRnDjQSk8Rdd00NVQCOPDtOvHIRfJ0BfOrLn8CsObP6fE6ZJDH67vt46Mf/wZ41jaLjw9wh0J3gRGvAxN1sjZHpGlJpX1U9BV3clbWHUDSs7MkizzRNj0QzvVn20jUA04jf3uaVDqXBnbguqS+zZrbSXiYb4qZFkhhLsBRZuWRbxeImJT3SysCYHmxiHHo8Z3tawHua2uIxvRaiNH0pnT6I0r4IUm765QgplWdm81kuKq2ptw/LNjrjTB26qcbFV6OVvLK5bXDkOVE0vhBHnTcXpVUlaG3uxDEnHylKWRnlvQYCbp+PHHI2ppRh+pKpkyyK1CCuqz+IXTv3oXF/E/Zvq8eBzQ1o39uOps2tUGKqEFmSy4V9bSHs20QupCqkcFQrKE8P3DwvVKcDsOkuoQ4JsEtw5Nsgu2S4vTYUFNiFQBs7pgDlFQWoqCoR2xJTFDT6/Dj/rBMxZkx1QhZpo4bir3//BN75oAs2ScJLb23CeZ84EscsXZz2Ab3oyIWYc/Tb2PL2frRt9UPVEwCJsibxOodGg6lbpCZkfRSxTj1rktH8VEMvlYWHhHo4KKGhLZjgAicsBiToqRaf3vhXnVRmRd8eEqmBEBAMa9tLAlVNzKJr1Gs04u60BA5ANCwh2hqNWzV6NKCMeYyGr2g8knAlF7vu/UywrKXoVSaDx9JTjxRJjpj+dfpQoqJ9ew5g8/vbsOrJjTi4qRVRf0z0mMdjMJMFqBnjXCaopr42osyNeiN5CHnXdvfaa861vTuddq+6Dy6mGTf6enGj7e9iU84sDdyismJp6o3UFiNxvuMZTo26PNrzREsuqqZIhGRYfnQvDOMZm2AlT3JJ7HF96M+2ISOzMiRZtY4OOuaOpkFg0M5nf7fbwo04vihjnNrP/bTwY46/V83jE6+lwtp8lE8tQe1hY3DKZ5ajsLgQ42rHio78gRShzMiFRSkz5JBQIwFpfpGT1ZEKMtNwenjR78Q6sZ3Y8tE2+LoCOLC3ER1tfjG8fl87gq1++FsC6FCc8Cl2oDUIHGiGQkIzXjaEGhf0rYqaczAtW1hIBRJUH9WA6G6saA93CSFdiAVlGW26ZXGXcBs1PWhdTqgFHvj2tmL2wkk4eKAF77++DQ6PA86SPJRPLMG7W3yIOWQhkNdsDmLD1jdw9vLtmDihAgf2N6OsrBBjxpTjsHmzxHGg7LokcL/7k6tFgpjf3fYX7PvgINr2+rVcG+YEKqbSJ3F3sOTGRzz21NQAE8fIFCMidjzFy0yfjyyeCRbLeA+qYQ0whKKeFMTsPqsfay3UyuReKbbNGEd+nt2WhfgZSbaQGhYN/ZO4z1Ja0SEsaSrQ1tJuva+MJZFIBPv27sOenfvwwiNvYuMLexDuDEOJGOfCsAolxRYJXZBkujMaUUZCmWSXsFRulVYkJ/MxOibMkxgrTmuBPBSB2Q8GU7yMSPHRV6ugTpIwNQttc39GouDs37lJFqSH5pCWVF+y58pGjxjN1vYPaQdDfxjA45Lw3DX9kcLVgkJgZAd1UDuw+OKFuPLGS4XVkmH6A7vvZgi7BwwcO3Z8jFu/9TCigaiwZEgxFU41jIuvPwmP3fMKAp1hON02dDX4NPdOAGG/gkAnuVLpYsZIhmJuyNq7Y3u08alik0wP1eTLv0dGuSSMbJrx0hBGHEX3crp71vX1kWArKoSS54Jql3WBJUHxOCFFY5DDWokSMYvDDtljQ0GRBFlVEQ4ouPiqRTjtEyeKfSNBsHH9Jtxz47/QvCtoEqW6C2vcfdUQgXFfs0SXXm1LzTtuirXTRaV5v3q8qCyOT/K0FjEn3e6bxkkwJR4x3C3N29gjIU3SuuOxLHod0uSENMnbGXdLljDhmCqcc83JWHr8EhHbQp0ijDV03dGHnn+/u+0BfPjsTkS6IlCoXKcpTi4hbs7i8JsFquYem5R06FAbhX2OvRvA5eUSg96IHsQSHZlsey9CzDLJS68xtuZpzdOlsWRZPQstLbdJ76r4s9l49PahI8T4SmEhtpxnMCzd6TouD33h2TXM57wIHUqS3eD1n3ZKLGiHVJSPM6+Zj9kLpyIUjmLeglkYN27skG4ht89HDixKM4Qv+sygy4lqZnZ2diIQCKJ+fz0KigpEyY+WlhYE/AE88+greP7/PkS0I6CXfYAoq+DMkxENxBANU5bDpBe34W6qWwUTLGJGKQSzmDEaJWpfXjbJL8Ke5SQSk1VYiCnxrY9SkqYld2ByuSXrqpGAyFiVUdaB3GDJdVhfPf3lcAGFZeSqqxk0OxrDiAZ0K5C53WSOgUqog5iYddLKUKS1WUwNJ12UJojTeCxUiuNpJSStvo0Vmrc9bi01WV0zsIrFtytuoTNbfHuc/G4BLEkonZKP6pmlaNrVIWKLz/zKMpx9wRnDIgHWUEH38so3V+Hhu19CZ2MAoWYfuvZ1QRH16JI6GczXiD64h0XUKslLX+DX1eggI1GQ3mW1h0tubxbyflpF0y/K9JAzP5eSnoUD3wwz34MDsOzRdN+xIE3E4h0v2eyQCwsged2A247DT6vBD355XdbqonP7fOTAojRD+KLX4sfI9ZZca43LZt++/Tiw94D4+8Dueuzesh/rX9qKQEsIwc4Iwl0R6lDDtOW12L26DmF/DBE/uVlqy9TaqMlZCfVxfW68mgSXObFF0nhjnFWSROv3t6mnWReacfEjtCRlftWSXsRr4qVKoiEyvpJwNVkE9XkzeRkmZJNMTkwUr8VpHDdTYo+EfTfNE9890zmIi2lTHGpCR4BhBeveFsusfFbfqdwwjZddqgQkZkucue6i6dqxTBaSIMTTWU8Am8uGsQtLUTW5FONn1qCovBATpozDmLFVoqYm3ff9SW413NiyZRv276/H+2u3YeObe9Dy4UEEmwLdCYsSLN4pYiQTLOLa3933V5p7OtV4fk2NPvrSwE2YtqflsofbeH/Wa2X5T70Qi5nTXd/GMzjT5VttnPnPQ7hfRvO9lquCNJNzMhDbbrUes4eB3oaQnU6UzynH7OUTMHXuOBx5zOGYPGUSsgW3z0cOLEozZLRd9A0NDVi96gN0tnWJB1VHSxfWv7EdwbYACkpciEUokYmKph2taNujxXeSWFBUk9VSeIGSiIiZissn9W4nFIUfwksx+UFr2d5I5ZaVtKnJrl5GA8MssnRLqqVoNcV49iz0bv7banusNj5JgFoJQQtRFxekJrHRI+27VcMpocyCeb9Mxyop3q97ub00xJK2z6q9lfguTlFnsi/oC5RtEiS7Dc4CB9wFdpRPLsSEuWMwbd5ETJs1GWNra1BQUDCsharh2bBj28fYu/sAGuua8fSDa9BWFxYZj9VQFAgEyWRq6vAQc/Zs/PYmQDNtLA/kKylbjUx+rQ4MaSyh6eezmsdKrCb8kX56weCe1/RZeFPOdejX22i/XnNVjB7quenLfmW6HhKlXi9mnDkZP/3zjRlVEBhsRlv7fCTDiY5GMHv37kN7WzuaG1uFhbOiskwMHzO2GmVlZTh48KD4Njeq6aZ+b/UH+NPPXkHz/jDQ4YfaSbU/wlBE0ppEa1lcfBn/UgZVI+NhdyCCcD0VmRATRKiBqQ7dQL8cUy0vebiRdKc3zFbWhAd+9/LMFl5NfElazKhIEGSy4JqEseFqJnJwGBvUYx0pfguxmyQ+E4SZ7j+ZcMiTXWoTXS7jvfa6UO5ONZTsE90dgyr2LcF6arG8hNhU0/IsrL499pmWKVx9UxyLAYaSUSEWRSAURaAJaN3Vhe2v1uEV+T3YvQ7kVbpRPDYflROLUViWj9mHT8ayk45Bfn4+chGjI4Du+8aGJrS3deDZh99E/fYWNGxqQ8QXAaizSbiAJ3suJN7vaa2j1ivHqGpoWnUAMX3HfE0dagM72aU2/kjUszL3WPyhCr3+GVP7vPDR4gqfy8JxsBiszoYUXlwZrY+mkSXs2tgpMq/PmDn90LaRYUywpXSE9MSYTyMlJHln5Rr87s6X4K8LQGntEqU5JJs2zfIvHoaKmhK89OBqfP62s1BZU4FoJAqny4n//PUlrPrnDkS7QvHMqSLZkEW8WIK1y/iK6yxDpiYLVKv5LbRO8hs67WWanBkuxQs7pVuWegjxFd1WwR7lJqR+uJolDLKuaRiPlTJPa2H5TRje2z6aBGViYXnT/Kk6FJLFZjKWYiXJYpyuMHfywuKX3SA8uqyukXQvdtO2k0f2tOOrMX52tXhp22wyJs4ch6qaclRWV6KyqkJkVHY6nXA4HIMef0MliPbv24+tH21H/f5GfPTuTrG5O9c0oGNfJ9RwDLGwXt/VKtazTy6FyZ0c5lFZfsUcynHuca/25bnUj+mYwT2vaRIkJTxXM6ZnhmfTqF62pY/Tp7vHhvs1OBoF53A9VwRl3HU6Me2EGnz155dj+oxpCe9tCvWimuyhYHeVA/p744fbxWU8rrYSAX8QTqcDhy9eIN6HhsW1P+/FXG+fM5nDorSPF31bW5u4eYzDRo3MoXZfoMamlgmzAz6fDy89txKb1tfFx/s7wqjb7kekMwJ0+KB2dWexFdts1y2WCmBzag1qRVFFvcloyCirYSXuDNXZ/XJMiC2zynCYKpZPny1O2vGmF3+mDeRMewhTCdje5ksYnk5YGj/TuIj19hDu1R21Oz625y6kEwum5cctrvp6yN3YRiVaNLNkQiF5PTY0noHYyqKbsJ6kjKzxfUrhWtybdTh5fwbU3dO8cRmK7oT5TVZd3WXb5pRhc9uRV+kBnHYUlLmEC/zC46Zh6fJF4hlCdT5DwbCYtam+BU0NbfFFutwOTJszERMm16K8ohx2u128xOk+pe9kqKzSqrdX46V/rcTG53ci2BKEGjXEp2mfjP2zwuI66t37NlM3wqSY5IysXL3cI/25Bvrc+LEqi5ChZYEZPPp6HtMI09xgADp2hss1x2J0eJ43HQrVKhxfgDO+fjzmHjELj/7pJdHRGewKo259IyItXVrbk96HdjuicAhvJ0mJQInGYHfIKBjjhqvAiZKxBWKZxdWFWHzqQuzavAfeAg8OO3I2yio0Lz+ioLBA1D0lDz/q4CVYlI4cWJRmiHHRX3veDWjfG0CM/CztDjjzbCjXb6a8IjfGTCwXIq+4vBDV4yrFcG++F1VjquI9QPn5eQnlJwyrCZ0KEpvBYBCdnV3w+/yoP9CA1uZ2NNS3orGhA20tfnS2h9HZFkGgLYJIRwiRtiCUiF4ihdzuolEgFIYajSVaNy0xZyRNHNPd5kpR4iGhgZuclbUvR1fK3GLa6+DeGtzJgiMDy0e6F2cfGjiWZQqStynd+IRxKayyVucgufGc8viY16OLKhEvqsULqyI2uFuUxgvLk/t3QnKiZOV5iJ0A6fa7r5bTTIRESgHfXeO056ZaWH7N5W2M69pIkqWowrLqzLOL8aIziG5h8RxI3ERhhbUBdreM/HKn6FQqqvIiFpNQWFMIOGyQIlGokQgKiz3oaOrC+id3moRokuttr8envwxAbNtwib8azO1ghuAc9iWOdCBJft9kMM1IvM5YjGbnPPbWedxj+t6aj7p3lU2Gq9CBUEe021AR/9IajgnvyQw209gcu0uGzdkdYuYuccKZ74A734my8UVCGE89cgKuuO5yFqUjABalfRSlJ9jPh11ypLdwifZ6d2OUGpFOr9b4JDylLrjyNQsHTVcxpQQOlx0hfxhNO9sQ8kXgbwqJmDaqz0k3vJKqgU8iNKY3PpOFh+WptVAtphjEni5M3dNbPmzMAseqwW8uYK+LWsOxt2fcoxVWYqo3LLJ+ppz/EBrSfWkAJcySTuRmMCJTNzMrN9/0KzGRdD4TLJ2mEynJWjZhQ4DFZ8/QUp0JVgI1WYj2V5AmzZfa0mwxrzHIdB0L67G5RJB5wQnZa00W2IT502QfTqrzGi9FRD9jUVOSqp7b36sWT2kENO9/Bh0EPX4O1uvlUDKVMqOCfgmf3joIMyDldXkIF+xIaKaxEM3ueR2w42/K6m/1vkpqK+hpNZKXkPL90bOrvHchWzG/EA+t+QOL0hEAJzrqM724W+oNTK19qN1eJC5j4Uh8kkCr5qZnsP/95rRrJItn6mdXOmuT1Whzq97UoCdNawyJ756VoOl9tcb4bqtlorCMP3pEQiS9gZ1SpKZpJKQTcPHGuxHpqTf+jQeleWdNw/tExi6d3X8kCPteZ7PoHMh4W60OjnFs01mfkzsBks6hRaeFGtNrmsZfUinccnsjU2HZl3Nl1XmSsLpehFTyfBaCz3zTqOJ6poRMaqIwTddBZIjJhERYpmOpz69ZULuFpzju5A1huo+tD42VF0OKMjnxWO/kzppUiWCkDKz3A9TwGgkNc2boSL5eMurM608n6AAwkq5tFp+5eb4POcQhucRcshg1dZ4a7494p3Hi8rSkkqk6rpNEK19OowoWpX2l1xeb9bh4FtZDusFSCQaLVad9/iQ3sK0a5snT9WLJ7CH2MrFgmWuSdrs+iiy9etvcshPA0lpjtZ5u0RtXc+JLyydrzJeYLTjN9vbX8hOPt7XcAYt1xLcs7fgeJIiMJKum+EpjXUp1LfRGXMDomZcN66mcJn53IOKjLC13ve9P96LS1ddM/m0tXM2H15hGHH9F73wQLrqGKNWfAcbxMurd9lhHd2Zn8eK2yvBscX/2mpAo+Z5JGettWkhcUKc6XlbLH8QWRKbZIRmmL8/voRRRI/H6ZRE6sq6BVEkTjWHx9028h7hvncrx92XPdl28Iz6ll1eKTWblOmJgUdovUilBqxvTfGMlx6SluJF60UbdsyabOHqZJ2G69Naynm36bhE3OA9bKf1DK254S/Xw6fmA0zbHQpiaZyGBmiTWUh4eK+HaF6HaF3HaH1LGDVpZ+VLL+e6t6u2lYD4W5thORSuyEO9JTbT4WR2zeBRBf4V/X+lVkKbZDv066K45azGbCBDVv5KEcHcvsjEs6ViksjIniMQMtjPFxifG9iR5JiS0Q1J5OqS7/g/l3LFL7qAnd2L6fhwPSXSN8GuaBWnfyNV7Nl1ywYSmWF/f0ymEbULTIrmdl1SjPWnWQ3v/MbkOi9JDJoXJplfLk8Xdlc7ol4r4PLr4spw/wwdJrxaXwRAOiY3j7oa+ubWvW+IS5LL+OLO0muq/zOI27kVpiNTUyr/na7Z7OsMelrgZfThxZpcWmn4wXupKZtuiphCf8X1MmMLi5SJ+y9adNAm9qT3PVYLF0vhKsKQmCx+rdQ8UmfQCWaw84bRb1fFM3/GTEiORVCZJuPqMRcdYumPZp3vdnF05A0HVY5q+nofR5IFjNQ9bjocEPsZ9vI+ZnL6GUuQrSH0eM+1Y6SV5WEZl85KXkbRiJd28zEiARWlfiTeYk61Ivdy1uqgyDbCYpjerVCbbZzHAqmFppaXTlW9JntgqZjRVAzZuIbRasGmnzftvPs7GcnXLZnziBGto4gLSVnAxOe9277ixD3rDOMEI3cN22D29eTeSLNeW/RKWl8EAv7D6Wr7E0pJqekmpdLy6sy/HrxHzObK03Jt6RC3PR3LmZuvryfIQJd8rae4d697YVAtLcZ8koFtBrbYp/YzW5/uQM4b2HJdwaPpyjaW8dvpg8cl0f3KpoZYN+tqYH+3Hi2FyiVy9H9PmMejH8HTr6DmilxlNDc+0bYI0sxqrSei3ztFzwfQZFqV9JS6wUlklU86YZlySq0SPwYdiQTAEl0ncWW1WKneJHnQLh7hGTLYa9kgwIaV35Ui76mSLmUkExYWgeX3a+MSMb2keoEli1nJ6q46HhE6GJBGrjzdsu+ZN7KFbesynDt3LMeV5ShpvPo4ma2D31KakVfFzY3ab7uXq7XHNGzGw2t+iCyFln45qeTp6TprcDZGmU8m07B4WXcttT7V3Vtd2LxbS+PRmNW/OctiHbUhwtc2wsZCyQZNZKn9mBDRqGcYKtogOj3t2ILaxNwt4qjC1Xtqp3WO7vd/6t31Jqx4Gp4XJDBalfYRi38y9Mgk2tH7fY+kavMnj06wkjfdF4kRqmmkT96/ncnqJSU3eoLgeNdur0pq0MsAqeVGPDe3jgyr5/CWLFtMPQzDFH8wWG57coaBPbx2Qb7ZEmhXsAPRo9oVUFm0rd2OxuYlKULOgJvd06vtjEplJC0+atuefqd863Z0tCQLZ5F1tOUtSXGTC0pOv7R7Xem8Jf6QUbunG30nJwDJI/mRZ39a8XfrfibfAEF87A92bzzAMwww9lmEV6dBfqr3RYxKjPZGiRzm5eWX5rshMDDPDBxalfUVLqxl3Tey2GaVpVA5oL2M6S8vArKFbOCU1dE2N7IRerh61RxNm6PFn97b2dYMzKXiewhLcKz2egBbL70/SijTzJBwew65q6kFMEL5DSLpeUrMQNyyj8VGGMBW/TIfUJOZ7PYC9jLcUjWbSdXuoPUOJM4oDzeC8W6XOj/8yx0nLmuVXvMdpe1LUyY1bSJOsrKb+AUtLbr/uqyzC4pRhch+2ko7cOG7Lc2vVKZ+CNPk5ep83OVTK2uMnzQKG3zuPSQuL0n5jUY4l/luydB9MayU0TZlIKlfSQSJJVKZcXa+usWnEQ6ossUm6sKfQNVlILa1uFsOStELaaQc1i2IGM/d4tptjN3PsxZjy0CUK1UQrqTFjHwWURQ9rWktoxreY+fq0uh4tjnu63+b5TNdyvByU+Epxj+vW0MRr3py12LS9lvHcw/yl3GsnCMMwQw6L0cyOyYh7TvXH26y/qxppx445FFiUDggpBItF2zzVuNTzmsVsYoxeguvwoGNI6+TBGYoty8EWAjJZ7KYTkqmsspnQ50PWF2upeZpMLH/aH6k1mkVPpHUq2yFuhKQSEsmjeiu30ktPaw8ru1VniX78eruvzCMyEaKZNETUzDLpdk9lnfLeMsmYcVHE73uLYznSXuojbX+GM6OiAc6khLPrZkbKkJccp7e4Uat2RkqDQIYMSEIlZqTConRQHtppepkSLB8pXGCTp7UYYHhIZrCB6fXAoRLXjr1ZdFMqU6uF9RyZ1jKbYocsVd4hiK5k61WP82z8NmXz7fbxTrmd8RqdPTc+Q9GfrQd3T7OkZhTsFk49r+k0+5pqFfofPY2cvfrU9rJcC1ft/hxLKxfUtC9u47gle1Rox617q6w8DdTh1/gZDtvIDEyDkxl5WIYXxP9hrMj4PTIYz8YBOi+ZegYd6nJ769TNZBnMiIFFaV9JrqEYH9aH+ZNLcQhLimSuoGGdOKXHuPhCk9Zh/sPCqnQIIQCpt0H/kfyyysDy2fP50tekUX19QPVx+YaG6OEuaWT5TY71M/+d6txoPwbmNAxRgfaUvaYJf1h4bWtKS+tI6cOxJ+ui5X71JtgtsiondPpIWnnV5HkSlp16vYn6MIWg7e2Z0EPAZrLqQTzJLBxHH/1p2PF1wqR7HrFY6CMj9Xhl8J43rqH+5BVIX4+NGcawKM0GyTeUEewt6kGaxZvm9mcdZ2YWfkmCwGylO+RnYRo3WgsB2q1RpLRZeLuXmeb3oJIk5KxcMePDzALJnDHVvJzu79T6IZ1FN4PpkrcvF7wCenPvSvYAGJDTm2ZZPToHurMzJ0hKw1KaqmMnFT3NtRbjMz1H6VToAMEigkmG66Myg0XKpG0jiSyUxxrsTsmsHJ8+eINluChm+MOitK8Y9QIHXJga/yQ1VCWRq9N6O3oOTHoeZOIymwoL802CKDabD83WTot4OfP6EkSfaflmLB5S1i6uyRNZ70bCniSvM8H6meLvZNNyOmunOogvl1xtHPawmpp+GCVMjesl7S4kWSJ7xcL9NnnUYFiYc+U85Mp2MMMLvm6YoSSnQ1D6Q6r3Rm8hTCO54yr+T9/fq72ta8RdP0w6WJQOtCgdyB4tqa83n/Yw0NZujmtMWoRhJUq1DLPUytCKl2JN6Qcl+kEeGmmOe/fQdKa1ftCXB2Ffr4tcbDim3d3kzMiJIr6vcrMPK07hLp60bZaDcuwY5+I5ZxiGyZVnX06LDytDw2hgkC3Hlu69acoPMsMaFqWHQqYN23R1oFL8TL/OtAO6h6fzFk2OVRX3uB5vZzn/IbhaJAjR5B21skweCpaBudq/yZ6npojbnrvay7boLr0DykjJSmc2MA/oAvszWw62DFh8MgzD9B22muXgOyruRpfIQJ8GPq+jAhalA5HoKKN5klxZrRLEpCIhzLQXC2efGuKJsajp0+7oLqzJsaKHzCDEGqYYZKXnE4ep2RU4lllch9uDOJWbc47CApFhGGbkwMI1C6TyRsri+plhCYvSISOdO2wvwixhVnUY3MgD5Y57KDOlOt7Z4BCy46Z7wQ6rF+sQZQhmGIZhmGx2Rg5p0kaGGTmwKM0JcklA9YXhtsHp/JmHIWzlYxiGYZjcYkg8qzCCGFE7wxwCLEqHwn2XYRiGYRiGYQaCEdUMPdSdGVEHY1TTo4Q8wzAMwzAMwzBMzsOadMTAopRhGIZhGIZhGIbJGuy+myGqHr8XRYR7ZRiGYRiGYRgmy0Ri4YR2OjN8YVGaIc3NzeL7LTyT7U1hGIZhGIZhGOYD7auzsxNFRUXZ3hrmEGBRmiGlpaXie8+ePXzR5xgdHR2ora3F3r17UVhYmO3NYUzwuclt+PzkLnxuchc+N7kNn5/RdW7IQkqCtKamZkCWx2QPFqUZIsta+C0JUn7I5SZ0Xvjc5CZ8bnIbPj+5C5+b3IXPTW7D52f0nBs2Fo0MONERwzAMwzAMwzAMkzVYlDIMwzAMwzAMwzBZg0VphrhcLtx2223im8kt+NzkLnxuchs+P7kLn5vchc9NbsPnJ3fhc8OkQ1I5hzLDMAzDMAzDMAyTJdhSyjAMwzAMwzAMw2QNFqUMwzAMwzAMwzBM1mBRyjAMwzAMwzAMw2QNFqUMwzAMwzAMwzBM1mBRmgF33303Jk6cCLfbjSVLluDdd9/N9iaNeG6//XZIkpTwmTlzZnx8MBjE1VdfjbKyMuTn5+P8889HQ0NDwjL27NmDM888E16vF5WVlbjhhhsQjUazsDfDmzfeeANnnXUWampqxHl44oknEsZTrrRbb70VY8aMgcfjwYoVK7Bt27aEaVpaWnDxxReLYtnFxcW4/PLL0dXVlTDN+vXrcdxxx4n7rLa2FnfdddeQ7N9IPz+XXXZZj3vptNNOS5iGz8/Ac+edd+LII49EQUGBeP6cc8452LJlS8I0A/Uce+2113D44YeLjJZTp07Fgw8+OCT7ONLPz/Lly3vcO1deeWXCNHx+Bp57770X8+bNE88j+ixduhTPPvtsfDzfN7l9fvi+YfoNZd9lUvPwww+rTqdTvf/++9WNGzeqX/7yl9Xi4mK1oaEh25s2orntttvUOXPmqHV1dfFPY2NjfPyVV16p1tbWqi+//LK6Zs0a9aijjlKPPvro+PhoNKrOnTtXXbFihfr++++rzzzzjFpeXq7edNNNWdqj4Qsdu1tuuUV97LHHKFO3+vjjjyeM//GPf6wWFRWpTzzxhPrBBx+oZ599tjpp0iQ1EAjEpznttNPU+fPnq++884765ptvqlOnTlU/+9nPxse3t7erVVVV6sUXX6x++OGH6j/+8Q/V4/Gov//974d0X0fi+bn00kvF8TffSy0tLQnT8PkZeE499VT1gQceEMdr3bp16hlnnKGOHz9e7erqGtDn2Mcff6x6vV71+uuvVz/66CP1t7/9rWqz2dTnnntuyPd5pJ2f448/XrzzzfcO3QsGfH4GhyeffFJ9+umn1a1bt6pbtmxRb775ZtXhcIhzRfB9k9vnh+8bpr+wKO2FxYsXq1dffXX8dywWU2tqatQ777wzq9s1GkQpNZKtaGtrEw/Af/7zn/FhmzZtEg3ylStXit/0kJNlWa2vr49Pc++996qFhYVqKBQagj0YmSSLHkVR1OrqavWnP/1pwvlxuVxCuBD0QqH5Vq9eHZ/m2WefVSVJUvfv3y9+33PPPWpJSUnCubnxxhvVGTNmDNGejQxSidJPfvKTKefh8zM0HDx4UBzn119/fUCfY9/61rdEB56Zz3zmM0J0Mf0/P0bj+mtf+1rKefj8DB30/PnjH//I902Onx+C7xumv7D7bhrC4TDWrl0r3BENZFkWv1euXJnVbRsNkAsouSROnjxZuBaSuwdB5yQSiSScF3LtHT9+fPy80Pdhhx2Gqqqq+DSnnnoqOjo6sHHjxizszchk586dqK+vTzgXRUVFws3dfC7IJfSII46IT0PT0720atWq+DTLli2D0+lMOF/kTtfa2jqk+zQSITcocpGaMWMGrrrqKjQ3N8fH8fkZGtrb28V3aWnpgD7HaBrzMoxp+B11aOfH4O9//zvKy8sxd+5c3HTTTfD7/fFxfH4Gn1gshocffhg+n0+4ifJ9k9vnx4DvG6Y/2Ps11yihqalJ3HDmG4eg35s3b87ado0GSNRQ/AA1ouvq6nDHHXeIeLYPP/xQiCBqHFNDOvm80DiCvq3OmzGOGRiMY2l1rM3nggSRGbvdLhp/5mkmTZrUYxnGuJKSkkHdj5EMxY+ed9554vju2LEDN998M04//XTxcrfZbHx+hgBFUXDdddfhmGOOEY00YqCeY6mmoQZeIBAQcd5M388PcdFFF2HChAmic5Riqm+88UbREfPYY4+J8Xx+Bo8NGzYIkUPxoxQ3+vjjj2P27NlYt24d3zc5fH4Ivm+Y/sKilMlJqNFsQAH1JFLpIffoo4/yw4hh+sCFF14Y/5t6p+l+mjJlirCennTSSVndttECJWWhDrW33nor25vC9OH8XHHFFQn3DiVzo3uGOnfoHmIGD+qQJgFKFux//etfuPTSS/H6669ne7OYXs4PCVO+b5j+wu67aSDXA7IkJGd1o9/V1dVZ267RCPWKTp8+Hdu3bxfHnlyr29raUp4X+rY6b8Y4ZmAwjmW6e4S+Dx48mDCesuxRxlc+X0MPucPTs43uJYLPz+ByzTXX4KmnnsKrr76KcePGxYcP1HMs1TSUFZM78Pp/fqygzlHCfO/w+RkcyBpKGVcXLVokMiXPnz8fv/71r/m+yfHzYwXfN0ymsCjt5aajG+7ll19OcPOh32bfeWbwofIU1MtGPW50ThwOR8J5IdcQijk1zgt9k3uJubH94osvigea4WLCHDrk0kkvD/O5IPcaikU0nwtqQFAskMErr7wi7iXjZUXTUGkTihUyny/qjWXX0IFl3759IqaU7iWCz8/gQHmnSPCQWxsdz2T354F6jtE05mUY0/A76tDOjxVkGSLM9w6fn6GBnkehUIjvmxw/P1bwfcNkTL9TJI2ikjCUSfTBBx8UWSqvuOIKURLGnDWMGXi+8Y1vqK+99pq6c+dO9e233xapwyllOGVINFLCU/r+V155RaSEX7p0qfgkpxw/5ZRTRLp/SiNeUVHBJWH6QWdnp0jbTh96ZPziF78Qf+/evTteEobuif/85z/q+vXrRaZXq5IwCxcuVFetWqW+9dZb6rRp0xJKjlBGRSo5cskll4i08nTfUTp4LjlyaOeHxn3zm98UWSnpXnrppZfUww8/XBz/YDAYXwafn4HnqquuEqWS6DlmLo3g9/vj0wzEc8wonXDDDTeILKR33303l04YgPOzfft29Xvf+544L3Tv0PNt8uTJ6rJly+LL4PMzOHz7298WWZDpuNM7hX5TNvAXXnhBjOf7JnfPD983zKHAojQDqD4SPQCpXimViKFafszgQqm/x4wZI4752LFjxW962BmQ4PnKV74i0pDTg+vcc88VDQozu3btUk8//XRRT5EELQndSCSShb0Z3rz66qtC7CR/qNSIURbmu9/9rhAt1IFz0kknidplZpqbm4XIyc/PF2nfv/CFLwjBZIZqnB577LFiGXTOSewyh3Z+qIFNL3564VMZhQkTJoj6ccmdanx+Bh6rc0Ifqo050M8xugYWLFggnpfUADSvg+nf+dmzZ49oSJeWloprnmr3UgPZXG+R4PMz8Hzxi18Uzyo6XvTsoneKIUgJvm9y9/zwfcMcChL9k7ldlWEYhmEYhmEYhmEGDo4pZRiGYRiGYRiGYbIGi1KGYRiGYRiGYRgma7AoZRiGYRiGYRiGYbIGi1KGYRiGYRiGYRgma7AoZRiGYRiGYRiGYbIGi1KGYRiGYRiGYRgma7AoZRiGYRiGYRiGYbIGi1KGYRiGYRiGYRgma7AoZRiGYXKWXbt2QZIkrFu3blCWT8t+4okn+j3/a6+9JpbR1tZ2SNtx2WWX4ZxzzjmkZTAMwzDMcIVFKcMwDJOzQqm2thZ1dXWYO3fugIrAgeLoo48W21dUVJTtTWEYhmGYYYs92xvAMAzDMKmw2Wyorq5GruJ0OnN6+xiGYRhmOMCWUoZhGKZfvP7661i8eDFcLhfGjBmDb3/724hGo/Hxy5cvx1e/+lV861vfQmlpqRBvt99+e8IyNm/ejGOPPRZutxuzZ8/GSy+9lOBSa3bfpb9POOEEMbykpEQMJ2suMXHiRPzqV79KWPaCBQsS1rdt2zYsW7Ysvq4XX3yxxz7t3bsXF1xwAYqLi8U2f/KTnxTrTUWy5fbBBx8U8z7//POYNWsW8vPzcdpppwlrqkEsFsP1118vpisrKxPHR1XVhOUqioI777wTkyZNgsfjwfz58/Gvf/1LjKNpV6xYgVNPPTU+X0tLC8aNG4dbb701gzPHMAzDMLkFi1KGYRimz+zfvx9nnHEGjjzySHzwwQe499578ac//Qk/+MEPEqb785//jLy8PKxatQp33XUXvve978XFIIkzcg/2er1i/B/+8AfccsstaV15//3vf4u/t2zZIoTer3/964y2l0TeeeedJyybtK777rsPN954Y8I0kUhECL2CggK8+eabePvtt+OiMhwOZ3xs/H4/fvazn+Gvf/0r3njjDezZswff/OY34+N//vOfC/F6//3346233hKC8vHHH09YBgnSv/zlL2I7N27ciK9//ev43Oc+JzoCSATTcV29ejV+85vfiOmvvPJKjB07lkUpwzAMMyxh912GYRimz9xzzz1CJP7ud78TImnmzJk4cOCAEHokjGRZ6/OcN28ebrvtNvH3tGnTxPQvv/wyTj75ZCFOd+zYIayNhgvsD3/4QzEulSsvWS+JyspKYWnMFLLAklWWLJg1NTVi2I9+9COcfvrp8WkeeeQRIV7/+Mc/in0iHnjgAbEe2sZTTjklo3WRuCUxOWXKFPH7mmuuEWLcgCy6N910kxDJBE1L22UQCoXEttE2L126VAybPHmyELC///3vcfzxxwsBSn9//vOfR319PZ555hm8//77sNv5tc4wDMMMP/jtxTAMw/SZTZs2CcFkiDfimGOOQVdXF/bt24fx48fHRakZcvM9ePBg3NpJwtYck0nuwIO1vbQuQ5AShuAzIIvv9u3bhaXUTDAYFOI5U8jyawjS5H1ub28XFt4lS5bEx5OQPOKII+KuuLQNZG1NFudkrV24cGH896c//WlhYf3xj38sLNUk+hmGYRhmOMKilGEYhhk0HA5Hwm8SsWSNHGjIMpscl0kWy75AgnrRokX4+9//3mNcRUXFIe1z8rb1th3E008/LSyiZih+14CE69q1a4UFmeJlGYZhGGa4wjGlDMMwTJ+hJD4rV65MEFsUg0lWRkq4kwkzZswQiYUaGhriwyhOMh0UE2rEoyaLRnMyoY6ODuzcuTNhe2ld5mneeeedhGUcfvjhQtyRa/DUqVMTPgNV8oWWQ5ZTims1oORQJC4NKAkTiU+KRU3eDrL2GnzjG98QYvzZZ58VsaWvvPLKgGwjwzAMwww1LEoZhmGYlJC7KWW+NX9I3H3lK18R39dee62I1fzPf/4jYkcpq6wRT9ob5J5Kbq6XXnop1q9fL0Ttd77zHTHO7BZsZsKECWLcU089hcbGxrhV8cQTTxSJhShB0YYNG8QyyYJoQNlqp0+fLoaTmy5Nl5xU6eKLL0Z5ebnIuEvjSdRSLCllECaX5IHia1/7mnC5pQzDdOzoWJrrrpKwp8RIlNyIEhqR6/B7772H3/72t+K3YUWlRElk1aXjeMMNN4h9a21tHbDtZBiGYZihgkUpwzAMkxISZRTHaP7ccccdwq2Ukuu8++67olwJZX+9/PLL46IyE0g0kjAjYUlZfL/0pS/FhSKVbbGC1kvrp/IzVVVVIokQQYmDKAHQJz7xCZx55pkiq685rpOEMsVfBgIBEbdK66KkSsmxoJQtl+JhKQkRWVdpnyimtLCwEAMFWTgvueQSISIprpVE6Lnnnpswzfe//31897vfFVl4aTsoAzAJUSoRQ2KctovK3ZB1l6BjQseDzgPDMAzDDDcktS+BLgzDMAwziJC1lOqWUrIfs6hkGIZhGGbkwqKUYRiGyRpkvaRaoJQ5loQoubaWlJSI8icMwzAMw4wOOPsuwzAMkzU6OztFbVNK6kPxnBT7+fOf/zzbm8UwDMMwzBDCllKGYRiGYRiGYRgma3CiI4ZhGIZhGIZhGCZrsChlGIZhGIZhGIZhsgaLUoZhGIZhGIZhGCZrsChlGIZhGIZhGIZhsgaLUoZhGIZhGIZhGCZrsChlGIZhGIZhGIZhsgaLUoZhGIZhGIZhGCZrsChlGIZhGIZhGIZhkC3+P+XH3gmuPwjeAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "et_day1 = et[0]\n",
    "\n",
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "im = plt.imshow(\n",
    "    et_day1,\n",
    "    cmap=\"viridis\",\n",
    "    vmin = 0, \n",
    "    vmax = 10\n",
    ")\n",
    "\n",
    "plt.colorbar(im, label=\"ET (mm/day)\",  shrink = 0.5, extend = 'max')\n",
    "plt.title(\"Evapotranspiration - Day 1\")\n",
    "plt.xlabel(\"Longitude index\")\n",
    "plt.ylabel(\"Latitude index\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a022e264-4357-4495-8759-bc83750caa3b",
   "metadata": {},
   "outputs": [],
   "source": [
    "grf_LL= ilwis.GeoReference('code=georef:type=corners, csy=epsg:4326, envelope=-180 90 180 -90 , gridsize=3600 1800, cornerofcorners=yes')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "5853642b-0fcf-4022-816e-979ef23e7026",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfNum = ilwis.DataDefinition(ilwis.NumericDomain('code=value'), ilwis.NumericRange(0.0, 10000.0, 0))\n",
    "GLEAMNew = ilwis.RasterCoverage()\n",
    "GLEAMNew.setSize(ilwis.Size(3600, 1800,366))\n",
    "GLEAMNew.setGeoReference(grf_LL)\n",
    "GLEAMNew.setDataDef(dfNum)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "90aec130-1eff-4371-9839-e1629cfde809",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(2371680000,)\n",
      "[-9.9900000e+02 -9.9900000e+02 -9.9900000e+02 ...  1.3336545e-01\n",
      "  1.3336235e-01 -9.9900000e+02]\n"
     ]
    }
   ],
   "source": [
    "# 1 D array\n",
    "E = np.array([et]).flatten()\n",
    "print(E.shape)\n",
    "print(E)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "e8fadc08-c3d7-4a38-b1ae-bf20e3fb4b33",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Size(3600, 1800, 366)\n"
     ]
    }
   ],
   "source": [
    "GLEAMNew.array2raster(E)\n",
    "print(GLEAMNew.size())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "1c90f830-7e91-4d21-a128-f65ecea41f42",
   "metadata": {},
   "outputs": [],
   "source": [
    "grf_LLsub = ilwis.GeoReference('code=georef:type=corners, csy=epsg:4326, envelope=105 -4.58333333 115.833333 -10 , gridsize=1300 650, cornerofcorners=yes')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "20422c6d-ad88-42d1-a1a9-92bc25d61a32",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Size(1300, 650, 366)\n"
     ]
    }
   ],
   "source": [
    "et_res = ilwis.do('resample', GLEAMNew, grf_LLsub, 'nearestneighbour')\n",
    "print(et_res.size())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "e247251d-e58d-45d6-8f1e-856cfe3e90c2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2008\n"
     ]
    }
   ],
   "source": [
    "year = os.path.basename(fn).split(\"_\")[1]\n",
    "print(year)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "28c45f87-5d97-469f-ac1d-2ec3a5d667cf",
   "metadata": {},
   "outputs": [],
   "source": [
    "et_res1 = ilwis.do('mapcalc', 'iff(@1==-999, ?, @1)',et_res) \n",
    "et_res1.store('Gleam_E_sub_'+year+'.mpl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "8c1fd541-d3ec-4ab5-85f5-1eed15e0e22a",
   "metadata": {},
   "outputs": [],
   "source": [
    "select = ilwis.do('selection',et_res1,\"rasterbands(0)\") "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "743d260a-f55d-475d-98b9-4244a07e7fd1",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Just for visualization, as data is already stored in ILWIS format and map can be displayed using ILWIS386\n",
    "ETsub_2np = np.fromiter(iter(select), np.float64, select.size().linearSize()) \n",
    "ETsub_2np = ETsub_2np.reshape((select.size().ysize, select.size().xsize))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "b8f6a073-fa75-4eba-b6a2-1b51ef751844",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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ss8/K1VdfLf/v//0/PbIIAAAAAAjxNhA7duyQffv26WmfhZKSkqR9+/ayYsUKnQCqj2raZ2Hyp6jjIyIi9IjhX//6V58/n2rBECk5p+1fI22M51wg642xeEOrByVDanvdHyn5xnNOSHxAn0vkF5sYAAAAAIRAAqiSP0WN+BWnHhfG1Mfq1at7XkRUlFSpUqXomFPl5OTorVB2dnZpXjYAAAAAOEJYVAFNT0/XI4mFW+3a3kfjAAAAAADllADWqFFDf8zMzPTYrx4XxtTHrKwsj3h+fr6uDFp4zKnGjh0rhw8fLtoyMjJK87IBAAAAwBFKNQGsX7++TuIWLVrkMV1Tre3r0KGDfqw+Hjp0SNauXVt0zOeffy4FBQV6raA3sbGxumVE8Q0AAAAAUMZrAFW/vq1bt3oUflm3bp1ew1enTh0ZOXKkPPbYY3LeeefphPChhx7SlT379u2rj2/SpIlcddVVcuutt+pWEXl5eTJixAhdIIYKoAAAAAAQQgngmjVr5Iorrih6PHr0aP1x0KBBMnPmTLnvvvt0r0DV10+N9F1yySW67UNcXFzROW+88YZO+rp27aqrf/br10/3DgQAAAAAlB2XpZr3hRk1rVQVg0k7/I1EVKp4WrypbDKe20rWGWOTXeYvxTCrkl/tIZQ02WOM7ZR6xtinrm+NMQAAACD0qIr9k3S9DpZrhbawqAIKAAAAAOXpq6++0gnt2YYEEAAAAACKWbZsmV7K1jM5Wc42JIAAAAAA8Ae1Qm5A587SRERWi8jPP/8sZxMSQAAAAAD4w4IFC+RXEekjIo1EpG9tc82PcEQCCAAAAAAiujf5kJ495RIRUT0MVO8DVUJyy5YtcrYgAQQAAAAAEXnnnXfkmIhc9MfjqiJygYhce/754tg+gKGkjuySKEk4bX8D2RZQqwc7013ZXvffZ5lbThyQFGMsRnIDug4AAAAApS8/P1+GXX+9XCYi0cX2q8fPich3330nLVu2lHDHCCAAAAAAx/tbdLQUiEjrU/arOqBtReT6Vq3kbEACCAAAAMDRcnJyZMkfa/4ivcTVmsAdIrJ8+XK/ntftdstDDz0k9evXl/j4eGnQoIE8+uijutJosIT1FFAAAAAAOFN94+IkVkSaG+IVRaSDiPy9UyfZUVAgLpfLp+d94oknZPr06fLaa69Js2bNZM2aNTJkyBBJSkqSO++8U4KBEUAAAAAAjnX06FH5UkS6lpAcdRSRTBFZuHChz8+tRgz79OkjvXr1knr16snf/vY36d69u6xatUqChQQQAAAAgGP1SUyUyiJSUp3PuD+mgg7u0cPnKZwdO3aURYsWyU8//aQfq0Iyy5Ytk549e0qwMAUUAAAAgGN9rdo8iIgvkzpVe4ivROTzzz+Xdu3aecRiY2P1Vtz9998v2dnZ0rhxY4mMjNRrAh9//HEZMGCABEtYJ4DXyVsSLzGn7U+VLOM504u6epQOu7YS71kfGmP/kYGleh0AAAAAAlChgqQcP+5TYqSOSRSRGTNmSLdu3Txi48ePlwkTJnjse+utt+SNN96QWbNm6TWA69atk5EjR0paWpoMGjRIgiGsE0AAAAAAOFPRp/T+K0n//v1l2rRpHvtOHf1T7r33Xj0KeMMNN+jHLVq0kF27dkl6ejoJIAAAAAAEQ6QfiZGaKhodHS2VKlUq8djjx49LRIRn2RU1FbSgQHUcDA4SQAAAAACOFuXHCKBvDSB+17t3b73mr06dOnoK6LfffitPPvmk3HLLLRIsJIAAAAAAHC3KzxFAXz377LO6Efw///lPycrK0mv//ud//kfGjRsnwUICCAAAAMDRovxcA+irxMREmTJlit5CBQkgAAAAAEeLLKMRwFAU1gng3Ul1Vb0dL5F6Egr6ujoYY7Os/xpj70irMroiAAAAAOW1BjAUhXUCCAAAAAChugYwFJEAAgAAAHC0ONUP3sdjSQABAAAAIIxFMQIIAAAAAM4QxRpAAAAAAHCGSAclRk55nSHn7y5zpc/D+RONsaSoB4yxkZa3iqi/m+LK8ePqAAAAAOeIZgQQAAAAAJwhkjWAAAAAAOAMUYwAAgAAAIAzRDkoMXLK6wQAAAAArxgBBAAAAACHYA0gAAAAADhEvIhU8PHYCAlvJIAhyK7Vw21WZWMsR9zG2CvWemMs0uY8kway1RjLklRjLEdiAmqNEahZ1jqv+5fIFcZzUuSAMRYp+cbYYy7zawMAAEDoinRQYuSU1wkAAAAAXkVFikT7OLfTZR4PCAskgAAAAADE6QlglI9zO13+T54LKSSAAAAAABwtSo0A+poASngL9zWMAAAAAHBGItUIYJRvm78ZYL169cTlcp22DR8+XIKBEUAAAAAAjhYdJRKtKsH4wOVnArh69Wpxu/+cN7phwwa58sor5brrrpNgIAEEAAAA4GwRf5QCLQPVqlXzeDxp0iRp0KCBXHbZZRIMJIBhJkNqB9Sa4f/kZmOsghz3uj9GcoznHJFEYyxVsoyxNdLGGOtgmdsvxBuuUUmUI8bYLGnmdf8eqWk8p6pNGwg7PS3ziuBPXN8H9JwAAAAop6woysdjXSJ5eXmSnZ3tsTs2NlZvdnJzc+X111+X0aNH62mgwcAaQAAAAADOFiMicT5uLpE5c+ZIUlKSx5aenl7ip3nvvffk0KFDMnjwYAkWRgABAAAAOFukH1NAXSL9+/eXadOmeewuafRPeeWVV6Rnz56SlpYmwUICCAAAAMDZIv3LjKKjo6VSpUp+fYpdu3bJZ599Ju+++64EEwkgAAAAAGeL8m8NYCBmzJgh1atXl169ekkwkQACAAAAcLYI/6aA+qugoEAngIMGDZIo3UwweEgAAQAAADhbVNlmRmrq5+7du+WWW26RYPPrZarKNmrO6o8//ijx8fHSsWNHeeKJJ6RRo0ZFx5w8eVLuvvtumT17tuTk5EiPHj30AsnU1NSiY9SLHzZsmCxevFgqVqyoM2H13MHOhkPFIOvPr9WpFkgrY2yn1DPGUgJobWDXcuKAVLW5jvrm5zxgfk53ivn+15MdAX2+WJtWFibHpYIxFinugL5e51p//oycKleXnfIu3+ZPUW7Dj++vrleN5wAAAOAM1wAGMALYvXt3sSxLQoFfbSC++OILGT58uHz99deycOFC3f9CvZhjx44VHTNq1Cj58MMP5e2339bH79mzR6699tqiuNvt1vNeVQ+M5cuXy2uvvSYzZ86UcePGle4rAwAAAAB/poBG+rCFOb+G3ObPn+/xWCVuaiHj2rVr5dJLL5XDhw/r0qazZs2SLl266GPUXNcmTZropPHiiy+WTz/9VDZt2qSHQdWoYKtWreTRRx+VMWPGyIQJEyQmxjwaAgAAAADhWAQmVJxRI3iV8ClVqlTRH1UiqEYFu3XrVnRM48aNpU6dOrJixQr9WH1s0aKFx5RQNU00OztbNm7c6PXzqKmkKl58AwAAAIBSEetfI3hHJoCqks3IkSOlU6dO0rx5c71v3759egQvOTnZ41iV7KlY4THFk7/CeGHMG7U+MCkpqWirXdu81goAAAAAymwKqEucmQCqtYAbNmzQxV7K2tixY/VoY+GWkZFR5p8TAAAAgMOmgEb5sIV5AhhQ2c0RI0bIvHnzZOnSpVKrVq2i/TVq1NDFXQ4dOuQxCpiZmaljhcesWrXK4/lUvDDmTWxsrN4AAAAAIKhVQMOcXy9TlS694447ZO7cubJkyRKpX9+z/H6bNm0kOjpaFi1aJP369dP7Nm/erNs+dOjQQT9WHx9//HHJysrSBWQUVVG0UqVK0rRp09J7ZWEsVnKNsaayyRirICeMsTTZY4wdkBSv+1Mly3iOXeyIJJqvI8X/6yjptbnlkDG2R2p63b8ts6HxnJTUAwF9HQ+5k83XmG8uGZVz0lz46OTO39fXehNR48/qux7WTTCeU7Hhr8ZYTJz5+y4y0h1Qq42fXW8YYwAAACEjsmwbwYdtAqimfaoKn++//74kJiYWrdlT6/JUX0D1cejQoTJ69GhdGEYldSphVEmfqgCqqLYRKtEbOHCgTJ48WT/Hgw8+qJ+bUT4AAAAA5S6SEUCvpk+frj9efvnlHvtVq4fBgwfrfz/11FMSERGhRwCLN4IvFBkZqaePqkbwKjFMSEjQjeAfeeSR0nlFAAAAABBCjeDDegpoSeLi4mTq1Kl6M6lbt658/PHH/nxqAAAAACgbkUwBBQAAAABniHROZuSQlwkAAAAAJTSCL9NGeqGBBBAAAACAs0X6MQU0zJEAhqDN0sjvtgYltWY4LvHGWKIc8bo/U35v0+FNrv4zif/227R62LfyXGPst/bmFgu57li/2y8UbE0wnvOrTVuGX/NrG2Ny1GZC+ElzSKrarK392Rwq2GB4DVXN5xxdUs0c/LOl5+kutnkBJ81f/y5WW2Psc9cam08IBO4V66eA3l+7yWfGWHdX1zO+LgBACIukCAwAAAAAOEOkczIjh7xMAAAAADCgCigAAAAAOEQkU0ABAAAAwBminJMZhXkRUwAAAAAopRHAKB82P0cAf/nlF7npppskJSVF4uPjpUWLFrJmTfCK4TkkzwUAAACA8m0D8dtvv0mnTp3kiiuukE8++USqVasmW7ZskcqVK0uwkACWoYnWYWPsS+lsjB0ScxuCWMk1xmIkJ6C2DT9Jmtf98XLc5hrNbRlybD7XrxvrGGOSLwG1iLBtsWD6Drdr9Jlv82OxP8BWDzXMobiqv5mfsnmizeeL9r5/v811tLKJNbR5AUdtvmDrzKGsBqnG2ATrhDnmMrctAUqyXDoaY8elgjG2RsxtS36wZnrd38Q12M+rAwCEpJiyaQT/xBNPSO3atWXGjBlF++rXry/BxBRQAAAAAM4W6ccmInl5eZKdne2x5eScPhjzwQcfSNu2beW6666T6tWrS+vWreWll16SYCIBBAAAAOBskf6tAZwzZ44kJSV5bOnp6ac97fbt22X69Oly3nnnyYIFC2TYsGFy5513ymuvvSbBwhRQAAAAAM4W5V8biP79+8u0adM8dsfGnr4MqqCgQI8ATpw4UT9WI4AbNmyQ559/XgYNGiTBQAIIAAAAwNki/CsCEx0dLZUqVSrxuJo1a0rTpk099jVp0kTeeecdCRYSQAAAAADOFlU2jeBVBdDNmzd77Pvpp5+kbt26EiwkgGXoY7k6oCqadlXqcm0qhO48Vs8YyzlprsyZdzTe/2qYW12BfVfZVcrMDzBm10alqmH/xTbnHAqw0ue+wGInG1cxBytaxlBE8jGv+1s0Wm88J9amUuwRMVcczXSbq3ke3H+OMZYoRwKqFguU5EvrQ2NslbQ3xhZID2OstmQYYy/LPwJ4cyp91i8PG2Ouc8aX67UAwFm5BrCUjRo1Sjp27KingF5//fWyatUqefHFF/UWLBSBAQAAAOBskWXTCL5du3Yyd+5cefPNN6V58+by6KOPypQpU2TAgAESLIwAAgAAAHC2SD/WAPqRACp/+ctf9BYqSAABAAAAOFukczIjh7xMAAAAADBQZTZiy2YE8Ezt3r1bdu3aJcePH5dq1apJs2bNvLac8BUJIAAAAABniyqbKqCB2rlzp24gP3v2bPn555/Fsv4sDBgTEyOdO3eW2267Tfr16ycREf6VdaEIDAAAAABniyybIjCBuPPOO6Vly5ayY8cOeeyxx2TTpk1y+PBhyc3NlX379snHH38sl1xyiYwbN04uuOACWb16tV/PzwjgGfrQ+tIYe0GaGWMdZbkxtkbaGGMnbFpE2LWWaJTi2X+kuA0/t/MeOGo8ReTrAFovKIcCPM+u/cKyAJ6zrc05ceZQdL1sYyxvq00z0M9sPl9zm1hj8ztMQSvv3wvfHTL3uKjWaLcx1lQ2GWPHI22+7xp6b0eh7JcUY2ynmNuWiJivE1Bybebp2LVzGCj/McYypLYx5jZUBrjb3KlFqkumMZYqWcbYAZufm+kyyBhbZ80yxlq5/m6MAQDEvyIwZSwhIUG2b98uKSmn//+gevXq0qVLF72NHz9e5s+fLxkZGbraqK9IAAEAAAA4W2ToTAFNT0/3+dirrrrK7+dnCigAAAAAZ4sMnSmgxalRPlUApjSRAAIAAABwtig/tnL0/vvvS4MGDaRr164ya9YsycnJOePnJAEEAAAA4GwRxdYBlrSV4wjgunXrdJEX1frhrrvukho1asiwYcP8LvxSHAkgAAAAAGeLCs0RQKV169byzDPPyJ49e+SVV17RbSE6deqkK4A+/fTTukKoP0gAAQAAADhbzB+N4H3ZgpRBqV6AeXl5uh2E+nflypXlueeek9q1a8ucOXN8fh6qgJ6hhrLNGJvn2miO2T7rmgCvZqkxEmmZKwTVaLnd6/59G881f6puNpexXwI7z67Vw88BtlFoZdhfw3xKRLK5rUHeoUTzickBXmNygF8TkyhzXfpEOWKM7ZGafpfAVwqWJRhjWyq2NF9LD/O19LHive6PErfxnHyba7Qrub9H0gJqjTHZZVP/30Yfq1Gpvs/825UvZ6tZ1jpjLFOqG2M/iflrHGnzPVRBjou/cvRvDN4dEfP7hdvmf792P28NbL4XvpRLjbFHLXNfn2Sb/jxXyGKv+5u7BhrPAYCzvgpoOVu7dq3MmDFD3nzzTYmNjZWbb75Zpk6dKg0bNtTxZ599VvcO7N+/v0/PF6IvEwAAAACc1waiuBYtWsiPP/4o3bt319M/e/fuLZGRnn8ovPHGG/X6QF+RAAIAAABwtqjQTACvv/56ueWWW+Scc84xHlO1alUpKCjw+TlJAAEAAAA4mhUhYpln4AfNQw89VOrPSQIIAAAAwNHcUb9voTYCqKiqnx988IHs3r1bF4Ap7sknn/T7+UgAAQAAADhaQaTvCaBVjgngokWL5JprrpFzzz1XrwVs3ry57Ny5U1cBvfDCCwN6TtpAAAAAAHC0/EiX5EdG+LQFVgc8MGPHjpV77rlH1q9fL3FxcfLOO+9IRkaGXHbZZXLdddcF9JyMAJ6hJq7BEg6+c803xi6yrvC6P6qZuVx6ihwIqIS5XZn1HN1YxbtNtZoaY3lxlYwxaey9j0J0XK75+fZXCqwtQ2ObWK3A2kBEV802xvKOem+V0LLuWuM59WSHMXZCKhhjmZJqjP1c4zxjTCpKgGXwo/xu53BAUoyxTdI0oBL4y6WjMdbTOhJQu41IOeH3z4ZdO4FBlrkNgd3Xq7d8YIxlSG1jrILh+pWdUs/r/pEuc4sRO2myN6D3mUM2P1TLpVNA9622ZPh9zjZpYIwdkKrG2HHx/rNd0uu2ew+1+/6y+9n5Vlp73T/T+sF4TiPZXOptOOz+n5N60NwAOSJlvPjL7rXZfa16y4fGWKTkB/S9YPf1yrVpQWL6fj1u8z5/3svmfkvb/1EjoFY6dq17Orj6GmNAMBRERok7ysehPVeeX889YcIEefjhhz32NWrUSI/oleSHH37Q7R+UqKgoOXHihFSsWFEeeeQR6dOnjwwbNsyva9HP4/cZAAAAAHAWyYuMltxI3yZHWjZ/1DFp1qyZfPbZZ0WPVTLni4SEhKJ1fzVr1pRt27bp51L277drvm1GAggAAADA0fIlQvJtZlkUF8gUUJXw1ahhHk03ufjii2XZsmXSpEkTufrqq+Xuu+/W00HfffddHQsECSAAAAAARyvQk5Z97QPhkry8PMnO9lyqExsbqzdvtmzZImlpaXodX4cOHSQ9PV3q1KlT4mdSVT6PHj2q/62mkap/z5kzR84777yAKoAqJIAAAAAAHM0tET4ngGoEUCVhqjpncePHj9fr/U7Vvn17mTlzpl73t3fvXp3Ide7cWTZs2CCJieZ1/oqq/ll8Oujzzz8vZ4oEEAAAAICjFeiyS76PAPbv31+mTZvmsdc0+tezZ8+if19wwQU6Iaxbt6689dZbMnToUClvJIAAAAAAHM3t5whgdHS0VKpkUzneRnJyspx//vmydetWr/HKlSuLy+VbRdKDBw/6/flJACGrXIv9PsdcLFqkljUgoPLsR3LMQ+BpKXuMsV3JNj98++K87s475H1/iS/Obu2uTcsDmyrfklRvnzF2/Ki5ZHeTuuu97k+VTOM5WTbtHOxaDdjFanXaYowdd5uvP5Dy+XukZkDtCTKlujG21aZU/4kc8/VHRpnLmzeK3Oz3z0B1m5YNduXxq9vcb7s2BIukmzFmtwjerqz7fkOJ/PusEwG1JlknrQJqVWH3/WpXOt+uxL+pXYjdOXbXYdd+xFTCv6Sfb7uvSY7N67Zj+n61e20psj+gdjN2r7ummP8fkGPufiHWEs+y68V9fVlLr/vXSwvjORfJSmPsv/I3Y6yzLDXGYiU3oJYglW2+h0z32+6X233/SDLGUnPM708N4v7HGAPCiVs3bPE1ATyzTvBqHZ+q5jlw4ECv8SlTphT9+8CBA/LYY49Jjx499NpBZcWKFbJgwQJ56KGHAvr8JIAAAAAAxOkJoLuMUiPVyL1379562ueePXv0WsHIyEi58cYbvR4/aNCgon/369dP9/wbMWJE0b4777xTnnvuOd1WYtSoUX5fj2/NLv4wffp0PW9VDXeqTWWhn3zySVH85MmTMnz4cElJSdENCtUFZ2Z6/rVy9+7d0qtXL6lQoYJUr15d7r33XsnP97+XBgAAAACU5hpAtw+bvyOAP//8s072VBGY66+/XudKX3/9tVSrVq3Ec9VI31VXXXXafrWveF9Bf/iV5taqVUsmTZqky45aliWvvfaa7kD/7bff6oaEKgP96KOP5O2335akpCSdqV577bXy1Vdf6fPdbrdO/lQPjOXLl+sqODfffLOeQztx4sSAXgAAAAAAnIlcifZ5ury/CeDs2bMDvCrRyeL777+v+/8Vp/apWJkngGrosrjHH39cjwqqDFYlh6+88orMmjVLunTpouMzZszQTQtVXDUq/PTTT2XTpk06W01NTZVWrVrJo48+KmPGjNElU2NiAlujAAAAAADlMwXUJeVFtYz4xz/+IUuWLNHVQ5WVK1fK/Pnz5aWXXgroOf2aAlqcGs1T2eyxY8f0VNC1a9fqhojduv1ZWKBx48a6waFaqKiojy1atNDJXyG1oFE1Udy4caPxc+Xk5Ohjim8AAAAAUP5TQMvP4MGD9WxKtfzu3Xff1Zv697Jly3QsEH6vdFy/fr1O+NR6P7XOb+7cudK0aVNZt26dHsFTZU2LU8nevn2/VzlUH4snf4XxwphJenq6zn4BAAAAIJhtIKQcRgA///xzueyyy3SxGDXy98Ybb5Tac/udAKrFiyrZO3z4sPz3v//VVWq++OILKUtjx46V0aNHFz1WI4C1a5vLXSO4csRckzs3JyagsvpH3OaS483brDbGYiTH6/6d7vrGcw7+eE5gLSLMFbklouExY+zwj+beEhUb/iql+fW3m9teT3YGVF5eFU02qRp5wOY88/3e5G7qdX/DSO/9ckoq799DFhhjy6Wj+TpOer8OJTnJfMPjbdo2pBnK2W+SpgG1zNgsjYyxPYfNbTN2JNUzxobIzIDK0scaWgPsFPPnsmP6WpXU/uK4TasBu58Bu6k/pnYIdq0LYmzK+zcU8/eyXRsCu+8Fu/Llducdksp+t1Cxa12wXi4I6P3C7n3G7ud0cMIM8+drddIYSxHv70+95UPjOQukhzFm94uj3fU3kp8C+nn7yeZn/5Y9b3rd7zpnvPEcwOncfjSCL48RQDXt89ChQ7rYi6q5oprJB9p38IyngKpRvoYNG0qbNm30yFzLli3l6aef1oVdcnNz9YUWp6qAqpiiPp5aFbTwceEx3sTGxhZVHi3cAAAAAKC0RgDz/+gFWNJWHiOA27dv1+v+1EzLf//733rW5JVXXinPPvus7qpwJgJeA1iooKBAr9FTCaGq5rlo0aKi2ObNm/UFFjYtVB/VFNKsrD8bii5cuFAndOrFAQAAAEB5K5AoPRPEl6281gCq9nsPPvigrFq1SjeOVy32VAs+NSNTFdMcN26crFmzpmyngKqpmGr4URV2OXLkiK74qTJT1Z9CtX0YOnSonqpZpUoVndTdcccdOulTFUCV7t2760RPdb2fPHmyXvenXpTqHahG+QAAAADA6WsAT5WWlia333673lQRTpUIfvDBB3qKqMq/HnjgASmTBFCN3Km+fap/n0r4VFaqkj81HKk89dRTEhERobNTNSqoKnxOmzat6Hy1iHHevHkybNgwnRgmJCToNYSquz0AAAAABIM7xNYA2lE51N/+9je9qc4MBw8e9Ot8vxJA1efPTlxcnEydOlVvJnXr1pWPP/7Yn08LAAAAAGW+BrAsGsGfqdWrV8vixYv1YJxaflfI5XLp9YHVqlUr2yqgAAAAAHA2ydO1m2NDLgGcOHGiXjKn1v2pQjAq6StU/N/+IAFEQEZa5h+QTfKtMVY99s8CQKfaI+aS9XY/kKk25eCPGMrSJ0eaS/ivb2ZuT+BubP7L0KH93svEKwX7EwJqLXH0pPkvOsfbH/C75P6BYynGWMOEbcZYI9nsdyn1ku7NUulsjPWIXOBXSfqSytzvlTRjzK4lyMn5VYyxfcnmWFoPc/uCCnLC7zYcpu/jkl53bJz5fn+z9hLzNbbxfo0ltdQIhKm9Qkmvze773O68bvJnobJTbZbz/b5vduy+/+1aHiTb9JSxaxFRwab9SGWb50yW3/x+77W7b3bvF7/ZnJcpnn2Ci7OblvWs3GmMnZ9kvpbWss7r/pqukVL6KtrEfi+UV5qGCu0egLKcAlqeVLeFV199NeCm796QAAIAAABwNHeITgFV9VU6depUus9Zqs8GAAAAAGdxGwgpxwRw1KhRtvVVAsEIIAAAAABHc/vRBqI8q4Dec8890qtXL2nQoIFup6f6rhf37rvv+v2cJIAAAAAAHM3t1xrA8hsBvPPOO3UF0CuuuEJSUlICLvxSHAkgAAAAAEcrCNERwNdee03eeecdPQpYWkgAAQAAADhavkT6XASmPEcAq1Spoqd/liYSQASkqWwyxloZSmsrxyXeGDshFYyxD+QaY8yufL7q6OJvKfWGstUYy4w0lylPTDWXnt910uYHt6rnXG4P+8yhXV819rq/ysW/GM+pl2D+Wu0Xc8sAuxL48Tal5+2YSrDbsfvLXKDtBBpFmsvEH+m/J6DnbCDmlhpVZb/X/Tk2rU7syvvbOR5r/pla0KaHMbZs7ZXGWEob79dvd0/t2ljYOW7znpAmewJqv5Bi+PoryTZtRtSy/9JqoWD33lTS+6Td910bWWOMxdp8Prv3Q9P3pd3P4h6btitqglUg7712rTG+t7n+nWJu83I0wO9LAGenAv0OFRVyI4ATJkyQ8ePHy4wZM6RCBfP/F/1BAggAAADA0fIkWnIlpszbQEyaNEnGjh0rd911l0yZMqXE45955hnZtm2bbgJfr16904rAfPPNN35fAwkgAAAAAEfL92MKaKAJ4OrVq+WFF16QCy64wOdz+vbtK6WNBBAAAACAoxX4MQU0EEePHpUBAwbISy+9JI899pjP56npn6WNRvAAAAAAHM39RxsIXzY1ApiXlyfZ2dkeW05OjvH5hw8frit5duvW7YySyFM/ZyBIAAEAAAA4WsEfbSB82ZQ5c+ZIUlKSx5aenu71uWfPnq3X6pnidnbs2KETx4SEBP05KleurLfk5GT9MRBMAUVAbnOVbjnakn1tjHxhc9aX1kde9/eQBeZzpLMEYrl0NMZS65qrEubUNVcK3JlTzxiLjPJeTe/gPnM1z+RzDgVUsTBLzNVPd0q9gCq71pYMv6s/Vret7nggoAqCF8lKCcRaaRtQFUrTtdhVtbS7/kybypV291StdDDJaPO9MdZUfjDGTPfHrkLrJ2uvNcZua/O0MdZKvjXGKtt+vczfy3ZM92ezNAroe9Lue8Susu42aWiM/WRzLXbsqrSa7umlstR4zlaba1wp7QOqEGpXWdTuZ6eqzT1oIesNkfL+/xuAcGsEb4lL+vfvL9OmTfPYHxt7+v93MzIydMGXhQsXSlxcnN/XddNNN4llWfLqq6/qQjA0ggcAAACAM+SWCD/6AIquxlmpUqUSj1u7dq1kZWXJhRde+Ofncrtl6dKl8txzz+lpo5GR5s/73Xff6edo1CiwP/J5QwIIAAAAwNHcuuOrr30AfR+F69q1q6xf7znjYMiQIdK4cWMZM2aMbfKntGvXTo8ikgACAAAAQCmvAfSN7wlgYmKiNG/e3GOfWs+XkpJy2n5vXn75Zbn99tvll19+0cef2gfQn5YShUgAAQAAADharkRLTjk0gvfXr7/+qhvBq1HDQmodoFoXqD6q6aT+IgEEAAAA4Ghuv6aAnpklS5b4fOwtt9wirVu3ljfffJMiMAAAAAAQylNAz9SuXbvkgw8+kIYNzRWW/UUCiLNaZ1fvcvxs5tL506ydxtjH0ssYS441l7M/IhW97ndX9b2Clcd5Nm96dmX89x82t51wJ5mfc6tNqXVTq4FYyfG7dYRST3YYY4lyxBhrKNuMsUbykzG2Wc43xirIiQCu3/z9Yzddxa5VRVPZFFCLDrvWEqY2BHbPt7XN7oBe23q5IKB7avd9btcyYJM09bp/qU3bmPayKqA2HPUDvH67thN2550vm23Oi/K7/YVdywa769gjNY2x1rLOGMuQ2gG1UDHdUwDO5ParDUT56dKli64ESgIIAAAAAKWkwI8EsDxHAHv37i2jRo3SlURbtGhxWhGYa665xu/nJAEEAAAA4Gj5fvQBLM8RQFUBVHnkkUdOi1EEBgAAAAACHgGMCrkqoAUFBaX+nCSAAAAAABzN7dcU0PAWEewLAAAAAIBQWAPo9mEr6xHA2bNn+3xsRkaGfPXVV349PwkgAAAAAEfL1Y3gY33ayjoBnD59ujRp0kQmT54sP/xwemX0w4cPy8cffyx///vf5cILL5QDB8xVoL1hCihQDv7pqmcT3WiM3GeZ32B2Sj2/W0fYtXOwa0NgV16+QZK5VcIVstgYi5FcY+xm+T+/y73bLdy2a9lwQMxtLBp/ussYkyrm0MG2S42x9+Svft+bbTYtM+zYtXqIl+N+t6pQPpNufn8+u++tv8l/jTG7th+5Ni0i7NpA2Gkh6/1uGWDX8mCttDHGGtm0XrC7Nx1luTFmdy0xNl9LuzUvpulQRyTReI5dzO46Vkn7gFqy7DC8F5b0PmO6B6usd4zntMvYYIy56ow3xpzqPWuFMdbX1aFcrwUo3SmgrjK9li+++EL3/nv22Wdl7NixkpCQoJvAx8XFyW+//Sb79u2TqlWryuDBg2XDhg065g8SQAAAAACOVhBifQBVewe17d+/X5YtW6Ybwp84cUInfq1bt9ZbRERgkzlJAAEAAAA4Wr4fbSDKsw+gSvj69u1bqs9JAggAAADA0Qr8agMR3kgAAQAAADiaO4TWAJY1EkAAAAAAjlYQYmsAyxIJIAAAAABHc0sEI4AAgm+yy+5vTDv83C8yyDKXCc6VWGPM7g3RrvR8V/nMGOvs6m2MPSB3SGmybnzYGKv+5t2l+rlKvJZZhmu5zHzOySRzbGXCRcbYHOlvjKXI/oDaQLSWb40x1RvJ3+8fu5YNyXIooPMq2LRRsHvO9dLCGDO1suglHxvPOd+m1YNdG4jqkhVQa4kF0sPve1PS90J92en389k5YdMSxO51T5IxxtjRY+a2E4MTZhhjabJH/PVA7YeMsSnWXmOslawzxtofW2WMxVc0t5ZYYn1ijM2Sv3vdX10yjedUtvnZ2CoNjbFuNu/zS+RyY2yiZb7fYzOmGGO020BZcUukz0VgGAEEAAAAgLBfAxjl07Fl3Qj+VD///LPuC7h7927JzfXsb/rkk0/6/XwkgAAAAAAcLU+ixSUxZZIATp8+XW87d/4+q6JZs2Yybtw46dmzZ4nnLlq0SPcDPPfcc+XHH3+U5s2b6+exLEsuvPBCCURg3QMBAAAA4CybAprvw+avWrVqyaRJk2Tt2rWyZs0a6dKli/Tp00c2btxY4rljx46Ve+65R9avXy9xcXHyzjvvSEZGhlx22WVy3XXXBfRaSQABAAAAOJr7jymgvmz+jgD27t1brr76ajnvvPPk/PPPl8cff1wqVqwoX3/9dYnn/vDDD3LzzTfrf0dFRcmJEyf0uY888og88cQTAb1WEkAAAAAAjlbwRxsIX7YzqQLqdrtl9uzZcuzYMenQoUOJxyckJBSt+6tZs6Zs27atKLZ/v7mIlx3WAAIAAAAQp7eBcPlRBTQvL0+ys7M99sfGxurNGzWFUyV8J0+e1CN4c+fOlaZNm5b4uS6++GJZtmyZNGnSRI8i3n333fq53n33XR0LhMtSKwjDjPpiJyWpuuj3qy91sC8HAMLOXstcZn2TmP+HtFw6GmMtZL3X/dukgfEc9bfUQErnH5GKxliseFZIKy7epkWEHVOLhb02bVDsrj/Vphy/XYuFnVLPGFsnrYyxxe4rjLGOkcuNsbayxuv+Q5JsPMdufYxdGwi7150htQNq+3G1TZuOTKnudf+XcqnxnC+2mVttdG/wQUDfd3ZtV+zY/Zx+t8vQLuRktPGccxuZ1yI1lK3G2EWy0hhbJ62NMbv2MG0M33dKe8Pn+8uez43nuM6hdUT5yNFNWw4fPiyVKlWScJKQkCAxaz6RyEbm/18Vd6hFF7mhdTt54403PPaPHz9eJkyY4PUcNYqnqniqr89///tfefnll+WLL74oMQncvn27HD16VC644AI9aqgSwOXLl+vppKoCaN26dcVfjAACAAAAcLT8/Aix8n0cAbRE+vfvL9OmTfPYbxr9U2JiYqRhw997arZp00ZWr14tTz/9tLzwwgu2n0tV/yyeqD7//PNypkgAAQAAADhagTtKJN/X1Mgl0dHRZzTSWVBQIDk5atS0/JEAAgAAAHA0t9u/EUB/qFYOqudfnTp15MiRIzJr1ixZsmSJLFiwwHhO5cqVxeUqudjMwYMHyzcBVP0s1Au66667ZMqU39eTqIWNam6qqm6jstoePXro4dHU1NSi89T812HDhsnixYv1IshBgwZJenq6Lm0KAAAAAOUp92S0uE742Ai+wL8qoFlZWbqVw969e3UdE7WeTyV/V155pfGcwtyqLASccal5q2rOqnoBxY0aNUo++ugjefvtt/ULHDFihFx77bXy1VdfFZU+7dWrl9SoUUMvYFRfCPUFUcOoEydOPPNXBAAAAAB+sNxRevONfwngK6+84vf11K9fXzp27FgmA2QB9QFUlWgGDBggL730kh6eLKSq2qgXqCrSqA73aoHjjBkzdKJX2Ojw008/lU2bNsnrr78urVq10sOhjz76qEydOrWoxwUAAAAAlBt3hIiaAurLZgXeB9BXV1xxRUDTO30RUEo5fPhwPYrXrVs3eeyxx4r2r127VvfEUPsLNW7cWM93XbFihe5VoT62aNHCY0qomiaqpoRu3LhRWrc+vWSwmkpafJHkqT03AAD+qekaWerPeeLop173f5bQxXhOfdkZ0OdKlCPG2HGJN8ZSJcsYSxFzQ11T2wO7Uvy5Yp5KtMOmnUND+bPJ76kayWYJRHLkIWOsus3XJE32eN3fwOYa7doyfGvTqiLXpg2E3XPaxezaVUQZWpAsP2BudSKfmX/p+/RkH2NsZLN0Y6yHmNcAbZZGAbUEkdcN7R7yzafkjvdt6tuplsgVAV2/XSuUv8pcv+8brR5wxtx/JHchoiw79fmdAKq1fd98842eAnqqffv26RKnycmeb7gq2VOxwmOKJ3+F8cKYN2p94MMPP+zvpQIAAABAyfJdv2++KKcu6r4UgSnzBDAjI0MXfFm4cKHExcVJeVGFZkaPHu0xAli7trkpLAAAAAD4zG0/Sh6MBHDw4MG2vQWVd999t2wTQDXFU1WxufDCC4v2qaIuS5culeeee05Xs1Hr+A4dOuQxCpiZmamLvijq46pVqzyeV8ULY96oF17SiwcAAACAsyUBTExMlPh487KGQPmVAHbt2lXWr1/vsW/IkCF6nd+YMWP0qJyq5rlo0SLp16+fjm/evFm3fejQoYN+rD4+/vjjOpGsXr263qdGFFUjxaZNzWspAAAAAKBM5PuRAJaTZ555pihfKk1R/mahzZs399iXkJAgKSkpRfuHDh2qp2tWqVJFJ3V33HGHTvpUARile/fuOtEbOHCgTJ48Wa/7e/DBB3VhGUb5AAAAAJS7fBHJC50RwLJa/6eUemOJp556SiIiIvQIYPFG8IUiIyNl3rx5uuqnSgxVAqkawT/yyCOlfSkAAAAAULJc1XogdBLAkKoCeqolS5Z4PFbFYVRPP7WZ1K1bVz7++OMz/dQAgBASX9H/MuxfWocCbNlwwBhzS2BlvKtknTTG9lZP87o/Vv/G4F2OTRuIE1LBGDtuE9smDYyxfJvX3VU+M8Z+sinVn2NozWB3jXZff7t7mizm74UDkmKMZYi5KNwRSTTGlsjlXvfnratkPEds6t91aTbPGIux+T75Vk5vf1UoS8xTv9YcaGu+GEMouq25jVYbWRPQ19GuHcWvH9Uxx6qaYyvbtzfGfrNp7QGcTWsAFy9erGdUloWAGsEDAAAAwFm3BjDfh60cEsAnnnhCjh07VvR40qRJutBmoQMHDgRcP4UEEAAAAICzuf1IAMuB6q6gltMVmjhxohw8eLDocX5+vi62GRJrAAEAAAAgrOSH1hTQU9cAluaaQBJAAAAAAM7mDq0EsCyRAAIAAABwtnw/2kBI+bSBOLUVRGm1hiABBAAAAOBs7j+2EJoCOnjw4KI+6SdPnpTbb79dt9BTiq8P9BcJIAAgaDq7egd0nvWfh83BLjYn7rGJ2fyP/9as170HdpvPWX11c2Osghw3xmZLf2MsUY4E1GKhoWwzxqJsXripfUE92WE8p+nhLcbYx0ndA3ptjcRc6OAz6SaB6Cxfet2f2TXVeE6kzdeqraw1xmpLhjG2TloFdN6QlBnG2OYejfz+vrP7XKvE3JbB1k6bWGMroLYZFeSE1/0HrCeM51T50dziZXvjGsZYA9f/SGl7xfrJGFtj6N9hd9/sfjZuc5nbxiD0p4CqPunF3XTTTacdc/PNNwf03CSAAAAAAJwtRw2zhU4COGOG+Y88Z4oEEAAAAICzuUNrBLAs0QcQAAAAgLPll00fwPT0dGnXrp0kJiZK9erVpW/fvgH37ystJIAAAAAAnM3tRwLoxwjgF198IcOHD5evv/5aFi5cKHl5edK9e3c5duyYBAtTQAEAAAA4W74fbSD8SADnz5/v8XjmzJl6JHDt2rVy6aWXSjCQAAIAwo5r4Phy/XzWjYaqozbFEdu9vMEcbGIO/aPTy8bYAalqjK2Ui4yxZDlkjF2XNc98MQcNuxvHGU+Jsqmm2i3nM2MsYUeBMbavcZL5OcX8nB+IucpsG1njdX9HWW48x64aY478XqrdmwXSwxjbI2nG2HGpEFD1UNP9PiApAX0uu++fNZneK1cqHYZ/bozF23wtUyXT72tJcY0xnrPNesEYu1bmGmPnWonGWGv51hi7SFYaYzNkiDG25nAbr/uTk8xf/wMHzO8JNaz9xti/5D5jbKDLXMH4rOb2ow3EGTh8+LD+WKVKFQkWEkAAAAAAzub2rwiMmsqZnZ3tsVv17Cvs2+dNQUGBjBw5Ujp16iTNmwcv0WYNIAAAAABny/dvDeCcOXMkKSnJY1MFX+yotYAbNmyQ2bNnSzAxAggAAADA2dz+Vfjs37+/TJs2zWOf3ejfiBEjZN68ebJ06VKpVauWBBMJIAAAAABny/evCEx0dLRUqlSp5EMtS+644w6ZO3euLFmyROrXry/BRgIIAAAAwNlydTWnUq8CqqZ9zpo1S95//33dC3Dfvn16v5oyGh8fL8HAGkAAAAAAzpZfNn0Ap0+frit/Xn755VKzZs2iTa0hDBZGAAEAKIHrTUPbiTclZFj/eThk2mYEwhpnvv4a9Q8HFDt0WbIxtt/QEiFN9hjPuXjDd8aYq4Xd19izUqCn7yUQr1jm9hffGlpELJeOxnMaylZj7DPpZox1TDW3zWhg85x2LU1M90b5h5japJgrKp674fcRF2+GN59qjNW0+V6wa+2xRK4wxjKktjGWmHTU6/5UyTKeUyHlhDG2/btmxtgjLR8yxoZZi4yx6S677+Uwl182fQDVFNBQQwIIAAAAwNkKyqcPYCggAQQAAADgbPn+9QEMZySAAAAAAJzNTQIIAAAAAM6Q78cawDBHAggAAADA2dx+rAFkBBAAAAAAwpibKaAAACCMhEOrBzuuR0Ll+r23UPhdXwkVQ13n20SPe937ifWg8YypMtwYi7QZFsmVGGMsyua8erLDGEuWQ8bYDqkn/rJv0WGngd9fY2Wi9aUx1lQ2+f113iNpNueYM5bUlpkBXUeiHBFHOqm/oL4hAQQAAAAAh7SBsCSskQACAAAAcLZ8P6aAhjkSQAAAAADO5mYNIAAAAAA4Q74fbSBIAAEAAADAIW0gwhwJIAAAAABnczMFFAAAAGeRnq7LbaIbjZF11v8aY26bXyWXS0djbLOY21gclURjbIlcIaHuAVeSMfaptcAYWyNtve532/QmaCHrjbFr5ENjrJ/rImPMsfJpAwEAAAAAzkkAI8QRSAABAAAAOFuuHyN7qmdgGCMBBAAAAOBsbhFxiSOQAAIAAABwtjw/RgDDfA2gQ2a6AgAAAIDNtE63j5ufCeDSpUuld+/ekpaWJi6XS9577z0JJhJAAAAAAM7m/qMQjC+bn44dOyYtW7aUqVOnSihgCigAAACMWrn+XgbPejzA8yp63fuz9azxjFquOyRUdHd1NcaetX72ur+CzddqsKtJqVwXxL8qoH6OAPbs2VNvoYIEEAAAAICz5ftRBCbM1wCSAAIAAABwNrd/VUDz8vIkOzvbY19sbKzeQh1rAAEAAADA8nETkTlz5khSUpLHlp6eLuGAEUAAAAAA8EP//v1l2rRpHvvCYfRPIQEEAAAAAD9ER0dLpUqVJBz5NQV0woQJundF8a1x48ZF8ZMnT8rw4cMlJSVFKlasKP369ZPMzEyP59i9e7f06tVLKlSoINWrV5d7771X8vMDqKcKAAAAAKXWCT7Px82/KjBHjx6VdevW6U3ZsWOH/rfKi8JiBLBZs2by2Wef/fkEUX8+xahRo+Sjjz6St99+W8+DHTFihFx77bXy1Vdf6bjb7dbJX40aNWT58uWyd+9eufnmm3UGPXHixNJ6TQAAAHCQUGr1EKg7XLUknP378C65O0nOgkaApW/NmjVyxRVXFD0ePXq0/jho0CCZOXOmhHwCqBI+lcCd6vDhw/LKK6/IrFmzpEuXLnrfjBkzpEmTJvL111/LxRdfLJ9++qls2rRJJ5CpqanSqlUrefTRR2XMmDF6dDEmJqZ0XhUAAAAA+Cz/j9E9X/g3Anj55ZeLZVnhWwV0y5YtkpaWJueee64MGDCgaOhy7dq1uhxqt27dio5V00Pr1KkjK1as0I/VxxYtWujkr1CPHj10CdWNGzeWzisCAAAAAL8TwHwft9BJ5sp8BLB9+/Z6mLJRo0Z6+ubDDz8snTt3lg0bNsi+ffv0CF5ycrLHOSrZUzFFfSye/BXGC2MmOTk5eit0as8NAAAAAAjFEcCwTgB79uxZ9O8LLrhAJ4R169aVt956S+Lj46WsqJ4aKtkEAAAAgOAmgOHtjBrBq9G+888/X7Zu3arXBebm5sqhQ4c8jlFVQAvXDKqPp1YFLXzsbV1hobFjx+o1hoVbRkbGmVw2AAAAADhyCugZJYCqpOm2bdukZs2a0qZNG13Nc9GiRUXxzZs36zWCHTp00I/Vx/Xr10tWVlbRMQsXLtQ9NJo2bWr8PKqpojqm+AYAAAAApTsCmFfqbSDCegroPffcI71799bTPvfs2SPjx4+XyMhIufHGG3Xbh6FDh+qyplWqVNFJ2h133KGTPlUBVOnevbtO9AYOHCiTJ0/W6/4efPBB3TtQJXkAAAAAws/dSXUlvOWIyAkfjy0QxySAP//8s072Dhw4INWqVZNLLrlEt3hQ/1aeeuopiYiI0A3gVdEWVeFz2rRpReerZHHevHkybNgwnRgmJCTo/hePPPJI6b8yAAAAAPBJfpn1AQw1LiuUmlL4SFUBVSOOIverCaLBvhwAAADA4dQI2iRdryPclmslJCTI8eMzRMTXUcwb5ZNPpslVV10l4cjvRvAAAAAAcHZx+zECGHbjZx5IAAEAAAA4XB59AAEAAADAGdyOWQNIAggAAADA4fIZAQQAAAAAZ8hnDSAAAAAAOEM+I4AAAAAA4Awn/WgETwIIAAAAAGEsnxFAAAAAAHAGN2sAAQAAAMAZ8v0YAQxvEcG+AAAAAAAIjSqg+T5s/o8ATp06VerVqydxcXHSvn17WbVqlQQLCSAAAAAAh8v/YwTQl82/BHDOnDkyevRoGT9+vHzzzTfSsmVL6dGjh2RlZUkwkAACAAAAcDh3mY0APvnkk3LrrbfKkCFDpGnTpvL8889LhQoV5NVXX5VgIAEEAAAA4HB5IpLr4+Z7Apibmytr166Vbt26Fe2LiIjQj1esWCHBQBEYAAAAAI5Vs2ZN2bbtaT/OcElSUpJkZ2d77I2NjdVbcfv37xe32y2pqake+9XjH3/8UYKBBBAAAACAY3377bdy+PBhn4+PiYmRadOmSceOHT32qzV+EyZMkFBHAggAAADAsRITE/Xmj7Fjx+rCLsWdOvqnVK1aVSIjIyUzM9Njv3pco0YNCQbWAAIAAACAH1SyV6lSJY/NWwKoRgvbtGkjixYtKtpXUFCgH3fo0EGCgRFAAAAAACgjaqRw0KBB0rZtW7noootkypQpcuzYMV0VNBhIAAEAAACgjPTv319+/fVXGTdunOzbt09atWol8+fPP60wTHlxWZblfyv7IFMVd1TlHZH71QBssC8HAAAAcLgcEZmki6mo6ZAIXawBBAAAAACHIAEEAAAAAIcgAQQAAAAAhyABBAAAAACHIAEEAAAAAIcgAQQAAAAAhyABBAAAAACHIAEEAAAAAIcgAQQAAAAAhyABBAAAAACHIAEEAAAAAIcgAQQAAAAAhyABBAAAAACHIAEEAAAAAIcgAQQAAAAAhyABBAAAAACHIAEEAAAAAIcgAQQAAAAAhyABBAAAAACHIAEEAAAAAIcgAQQAAAAAhyABBAAAAACHIAEEAAAAAIcgAQQAAAAAhyABBAAAAACHIAEEAAAAAIfwOwH85Zdf5KabbpKUlBSJj4+XFi1ayJo1a4rilmXJuHHjpGbNmjrerVs32bJli8dzHDx4UAYMGCCVKlWS5ORkGTp0qBw9erR0XhEAAAAA4MwTwN9++006deok0dHR8sknn8imTZvk3//+t1SuXLnomMmTJ8szzzwjzz//vKxcuVISEhKkR48ecvLkyaJjVPK3ceNGWbhwocybN0+WLl0qt912mz+XAgAAAADwk8tSQ3Y+uv/+++Wrr76SL7/80mtcPVVaWprcfffdcs899+h9hw8fltTUVJk5c6bccMMN8sMPP0jTpk1l9erV0rZtW33M/Pnz5eqrr5aff/5Zn1+S7OxsSUpKUlckIrG+v1oAAAAAZSBHRCbp3/3VLD+cJSOAH3zwgU7arrvuOqlevbq0bt1aXnrppaL4jh07ZN++fXraZyGVqLVv315WrFihH6uPatpnYfKnqOMjIiL0iKE3OTk5OukrvgEAAAAAyjAB3L59u0yfPl3OO+88WbBggQwbNkzuvPNOee2113RcJX+KGvErTj0ujKmPKnksLioqSqpUqVJ0zKnS09N1Ilm41a5d279XCQAAAADwLwEsKCiQCy+8UCZOnKhH/9S6vVtvvVWv9ytLY8eO1cPJhVtGRkaZfj4AAAAAEKcngKqyp1q/V1yTJk1k9+7d+t81atTQHzMzMz2OUY8LY+pjVlaWRzw/P19XBi085lSxsbF6LnHxDQAAAABQhgmgqgC6efNmj30//fST1K1bV/+7fv36OolbtGhRUVyt11Nr+zp06KAfq4+HDh2StWvXFh3z+eef69FFtVYQAAAAAFA2ovw5eNSoUdKxY0c9BfT666+XVatWyYsvvqg3xeVyyciRI+Wxxx7T6wRVQvjQQw/pyp59+/YtGjG86qqriqaO5uXlyYgRI3SFUF8qgAIAAAAAyiEBbNeuncydO1evyXvkkUd0gjdlyhTd16/QfffdJ8eOHdPrA9VI3yWXXKLbPMTFxRUd88Ybb+ikr2vXrrr6Z79+/XTvQAAAAABAiPQBDBX0AQQAAABCCX0Az8o1gAAAAACA8EUCCAAAAAAOQQIIAAAAAA5BAggAAAAADkECCAAAAAAOQQIIAAAAAA5BAggAAAAADkECCAAAAAAOQQIIAAAAAA5BAggAAAAADkECCAAAAAAOQQIIAAAAAA5BAggAAAAADkECCAAAAAAOQQIIAAAAAA5BAggAAAAADkECCAAAAAAOQQIIAAAAAA5BAggAAAAADkECCAAAAAAOESVhyLKsP/6VE+QrAQAAAFD4e/mfv6cjVIVlAnjgwIE//vVUkK8EAAAAQKEjR45IUlJSsC8DZ1sCWKVKFf1x9+7dfIOFuezsbKldu7ZkZGRIpUqVgn05CBD38ezBvTw7cB/PHtzLs4MT7qMa+VPJX1paWrAvBWdjAhgR8fvSRZX8na0/RE6j7iP3MvxxH88e3MuzA/fx7MG9PDuc7feRgZnwQBEYAAAAAHAIEkAAAAAAcIiwTABjY2Nl/Pjx+iPCG/fy7MB9PHtwL88O3MezB/fy7MB9RChxWdRqBQAAAABHCMsRQAAAAACA/0gAAQAAAMAhSAABAAAAwCFIAAEAAADAIcIyAZw6darUq1dP4uLipH379rJq1apgXxKKSU9Pl3bt2kliYqJUr15d+vbtK5s3b/Y45uTJkzJ8+HBJSUmRihUrSr9+/SQzM9PjmN27d0uvXr2kQoUK+nnuvfdeyc/PL+dXg0KTJk0Sl8slI0eOLNrHfQwfv/zyi9x00036XsXHx0uLFi1kzZo1RXFVD2zcuHFSs2ZNHe/WrZts2bLF4zkOHjwoAwYM0E2Mk5OTZejQoXL06NEgvBpncrvd8tBDD0n9+vX1PWrQoIE8+uij+t4V4j6GpqVLl0rv3r0lLS1Nv4++9957HvHSum/ff/+9dO7cWf9+VLt2bZk8eXK5vD6nsLuPeXl5MmbMGP3empCQoI+5+eabZc+ePR7PwX1ESLDCzOzZs62YmBjr1VdftTZu3GjdeuutVnJyspWZmRnsS8MfevToYc2YMcPasGGDtW7dOuvqq6+26tSpYx09erTomNtvv92qXbu2tWjRImvNmjXWxRdfbHXs2LEonp+fbzVv3tzq1q2b9e2331off/yxVbVqVWvs2LFBelXOtmrVKqtevXrWBRdcYN11111F+7mP4eHgwYNW3bp1rcGDB1srV660tm/fbi1YsMDaunVr0TGTJk2ykpKSrPfee8/67rvvrGuuucaqX7++deLEiaJjrrrqKqtly5bW119/bX355ZdWw4YNrRtvvDFIr8p5Hn/8cSslJcWaN2+etWPHDuvtt9+2KlasaD399NNFx3AfQ5N67/vf//1f691331XZujV37lyPeGnct8OHD1upqanWgAED9P9/33zzTSs+Pt564YUXyvW1OvU+Hjp0SP+/bs6cOdaPP/5orVixwrrooousNm3aeDwH9xGhIOwSQPXDNHz48KLHbrfbSktLs9LT04N6XTDLysrSb5RffPFF0ZtkdHS0/uWl0A8//KCPUW+YhW+yERER1r59+4qOmT59ulWpUiUrJycnCK/CuY4cOWKdd9551sKFC63LLrusKAHkPoaPMWPGWJdccokxXlBQYNWoUcP617/+VbRP3d/Y2Fj9y4eyadMmfW9Xr15ddMwnn3xiuVwu65dffinjVwClV69e1i233OKx79prr9W/KCrcx/BwauJQWvdt2rRpVuXKlT3eW9XPfqNGjcrplTmLt0Te2x9P1XG7du3Sj7mPCBVhNQU0NzdX1q5dq6dGFIqIiNCPV6xYEdRrg9nhw4f1xypVquiP6h6qqRLF72Pjxo2lTp06RfdRfVTTKFJTU4uO6dGjh2RnZ8vGjRvL/TU4mZriqaZwFr9fCvcxfHzwwQfStm1bue666/Q03NatW8tLL71UFN+xY4fs27fP414mJSXpKfbF76WarqSep5A6Xr0Hr1y5spxfkTN17NhRFi1aJD/99JN+/N1338myZcukZ8+e+jH3MTyV1n1Tx1x66aUSExPj8X6rlmD89ttv5fqa8OfvP2qqqLp3CvcRoSJKwsj+/fv1Gojiv0wq6vGPP/4YtOuCWUFBgV4z1qlTJ2nevLnep/5Hp97YCt8Qi99HFSs8xtt9LoyhfMyePVu++eYbWb169Wkx7mP42L59u0yfPl1Gjx4tDzzwgL6fd955p75/gwYNKroX3u5V8XupksfioqKi9B92uJfl4/7779d/PFF/aImMjNT/P3z88cf1eiKF+xieSuu+qY9qfeipz1EYq1y5cpm+DnhSa+TVmsAbb7xRr/dTuI8IFWGVACI8R482bNig/0qN8JKRkSF33XWXLFy4UC9ER/hSf4hRf3GeOHGifqxGANXP5fPPP68TQISHt956S9544w2ZNWuWNGvWTNatW6f/wKaKTXAfgdChZsdcf/31uriP+uMbEGrCagpo1apV9V89T60yqB7XqFEjaNcF70aMGCHz5s2TxYsXS61atYr2q3ulpvMeOnTIeB/VR2/3uTCGsqemeGZlZcmFF16o/0Kpti+++EKeeeYZ/W/1F0nuY3hQlQWbNm3qsa9Jkya6Qmvxe2H33qo+qu+H4lQ1V1XRjntZPlQFXTUKeMMNN+ip1QMHDpRRo0bpyssK9zE8ldZ94/02tJK/Xbt26T+gFo7+KdxHhIqwSgDVdKU2bdroNRDF/7KtHnfo0CGo14Y/qb94qeRv7ty58vnnn582lUHdw+joaI/7qOa2q19GC++j+rh+/XqPN8rCN9JTf5FF2ejatau+B2qUoXBTo0hqulnhv7mP4UFNwT61FYtaR1a3bl39b/Uzqn6xKH4v1VRDtSal+L1Uyb76w0Ah9fOt3oPVWiWUvePHj+u1QsWpP4qqe6BwH8NTad03dYxqU6ASkOLvt40aNWLaYDknf6qFx2effabb7hTHfUTIsMKwDYSqjDVz5kxdTem2227TbSCKVxlEcA0bNkyXs16yZIm1d+/eou348eMe7QNUa4jPP/9ctw/o0KGD3k5tH9C9e3fdSmL+/PlWtWrVaB8QZMWrgCrcx/CgKtFFRUXpNgJbtmyx3njjDatChQrW66+/7lGGXr2Xvv/++9b3339v9enTx2sZ+tatW+tWEsuWLdPVYWkfUH4GDRpknXPOOUVtIFQpetVW5b777is6hvsYutWUVSsctalfvZ588kn978LqkKVx31TlUNU+YODAgbp9gPp9Sf2c0z6gfO5jbm6ubt9Rq1Yt/f+74r//FK/oyX1EKAi7BFB59tln9S+dqh+gaguheqkgdKg3RW+b6g1YSP1P7Z///Kcudaze2P7617/qN8nidu7cafXs2VP3v1G/5Nx9991WXl5eEF4RTAkg9zF8fPjhhzoZV39Aa9y4sfXiiy96xFUp+oceekj/4qGO6dq1q7V582aPYw4cOKB/UVG951QrjyFDhuhfiFA+srOz9c+f+v9fXFycde655+qeZMV/ueQ+hqbFixd7/f+iSupL876pHoKq5Yt6DvXHApVYonzuo/qjjOn3H3VeIe4jQoFL/SfYo5AAAAAAgLIXVmsAAQAAAACBIwEEAAAAAIcgAQQAAAAAhyABBAAAAACHIAEEAAAAAIcgAQQAAAAAhyABBAAAAACHIAEEAAAAAIcgAQQAAAAAhyABBAAAAACHIAEEAAAAAIcgAQQAAAAAcYb/D07q3bY9LM/kAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1200x700 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#display the numpy array created in the previous step using matplotlib \n",
    "fig = plt.figure(figsize =(12, 7))\n",
    "\n",
    "maximum = 8\n",
    "plt.imshow(ETsub_2np, interpolation='none', vmin=0, vmax=maximum, cmap='jet')\n",
    "\n",
    "plt.axis('on')\n",
    "\n",
    "cbar = plt.colorbar(shrink=0.45, extend='max')\n",
    "cbar.set_label(\"ETIa (mm/day)\", fontsize=10)\n",
    "plt.title('GLEAM E of Java');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f492ac1a-ffc1-41ac-8cf1-33f6a1b6dbfb",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7a6a5ecf-472b-46a1-84c0-63ac8ecf23ab",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
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