{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "4da732cd",
   "metadata": {},
   "source": [
    "## Importing libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3015bd7c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import netCDF4 as nc"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1d482a89",
   "metadata": {},
   "source": [
    "## Reading data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "08a2ccd2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'netCDF4._netCDF4.Dataset'>\n",
      "root group (NETCDF4 data model, file format HDF5):\n",
      "    dimensions(sizes): time(195000), x(200)\n",
      "    variables(dimensions): float32 time(time), float32 x(x), float32 value(time, x)\n",
      "    groups: \n"
     ]
    }
   ],
   "source": [
    "r = nc.Dataset('TP5.nc', 'r', format='NETCDF4')\n",
    "print(r)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "cfa2fa6b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(195000, 200)\n"
     ]
    }
   ],
   "source": [
    "t=r['time'] #dt=0.02s\n",
    "x=r['x']    #dx=0.08m\n",
    "h=r['value'] #mm\n",
    "print(np.shape(h))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e94719ee",
   "metadata": {},
   "source": [
    "## Plotting"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "be9e3a4f",
   "metadata": {},
   "source": [
    "### Z-X plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "8aa61e7c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Elevation at t=0 s')"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(x,h[0,:],'r')\n",
    "plt.plot(x,h[2000,:],'b')\n",
    "plt.xlabel('Length (m)')\n",
    "plt.ylabel('Elevation (mm)')\n",
    "plt.title('Elevation at t=0 s')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ab462ac0",
   "metadata": {},
   "source": [
    "### Z-t plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "7f0edcdd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Elevation at x=0 s')"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(t[5000:10000],h[5000:10000,100])\n",
    "plt.xlabel('Time (s)')\n",
    "plt.ylabel('Elevation (mm)')\n",
    "plt.title('Elevation at x=0 s')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "13924aab",
   "metadata": {},
   "source": [
    "### Z-(x,t) plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "fd69c4d3",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_11389/3323980798.py:1: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3.  Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading'].  This will become an error two minor releases later.\n",
      "  plt.pcolormesh(x,t[0:5000],h[0:5000,:])\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7fabe12a4d90>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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rKatZDDVNqHTOVMQumnsKwwRwE9622kOZEIHjctpjUnc4mdL1MrEDrppJOofndA4LnixXXwmorwKKDe2L2VF2JeVDNfiUIQLpf8kWrUHxiPZjCgBGjbMWq+Fqus3cxKJbpHPWLYHtx4D+AR230xeu8f0nj/Hy5JK2BR5v7E/xlUvCOC8eL2GelKjO6bdn7ypUNx52x+D/3sNuGJ9oB9r2bLuDUYBKt7wKAWpHK73ZNjBPAiSZgw+Ad4CWzJEy4lDS531p4SYW/YJLhCuDdqXQL/k8nQXgQboWP716ihlHFVf9FK+vT/D0it7cndcoLmy8r8obxmp4v4qth90NsZSpBg/VO6hOSpkDYRnu9ibtgID+rhz0ERqDg3mPr5AQAGtizTdMK7h5hX5BYW23tOiWCu2SI78pg4cxc+CokWe16omBeYtmmGY/w7v9PbzH942wiCYcMbspgZr9K/SGTQB0b2B3XPtmALW8SfVru+uht1yyafpxKq8UlSLkxpqW6Je0oe3Koj3SaI7prf0ScHWAcrTdylGkXjCoXV8Ai3cA09Dnff8A7/kHVG8FR2pThSUfl/YY2L/gsVvRtpnCI3jA7Whni0uD6ilNVpPzQCD3laT6FFXKRBlrvFJSmRRwRzUcT+qh0FSvjjVeBvo4oovYhcyvvecLkydTjbiIuxIYTgbURzTBlNahGwzaLe1392SCoZlh25/wCafjNOGo0jQUYdo9M1d29NsDlzn6mUHQ9ZiNlWUWuvMUsXcclfY+Pob3VDKcMCC+tGiPTMw6uiVlj/n32i0w+SxfYH//DF9pT/FVmXuYOSSZxKlR8DZlvcME6Kc6BkTBAIovdDUA2udZQkC5CSg2Agw7mIZKowCg2h5oe5r4ZVjCUwBgOJ6iPa3QHNNvNUcK/SoBw3QsUsa2eF2h+BwtKfvuJXzOv5QYepy9L2w6py7LTJszYFcoeCZ/KG9gugJGMoMdUN541MzeKS8bmMsdsN3htkYA4O7KQR+d0dwv8eUf+gQAEB6QMSSEBSHlHWFBzN/n6KjhcoHUWR0zYDJqpTcSodJEJTe8Gija1ZxCK0mlOQoMhkpNrpbIzqBbaFy/yoyelUG/LOEYOFSlgy48bEEb7wYDt7dQG3q/3eqYzpfXQHUTMH0sWYaHdiGWVLxVhC9kN5IvFIaV0FlkouVdawJmjxxWXxXAvIdqeyiOruB4Qmc2iF9U6I75Jj6zWH/coPk1PFEuS/jSA1LmcLLtDKauaaI1neAT9Da5yfuZQrcA2hN63d3rMVk2UHzgm32JcG5RXtC+zN4FTr5E21k9aWEvt4jF675H6IfEFisLwBj6HxQk+FmFYU7P25VFt9TYnzI+8YqCLzU8l0WC4QWWwXq74WMYy2oG/RzoT2l7zKpDVdFnu65AvylRPKHfmjwGpk8Cjr5Cx7y86mDWe6gNz2ZNi9B2kZETvIcqCig+ByhLYr/xROwnBdykiKyrfqLhKjVi1USGlqJtFmC4Wyq0xyqCq74smO3G1/Six2zVYFFTtL7vLW6up1BPCTOYvK8wexgwe5+29fi1FnrTUGAD0D4c4GkRS7MWoTAIkvkdAMFBgSinJlt5syCcMhjE+9RXGv1U4eaTfE5/dYF+tUB3zBfav4VbGXeYwEdoqNIDL9ON472CcwrB8ZW/sbAbjcDsIKGT2b2kko5SfEkl254uXEkdvUuUTYnSBTwtS0qBmbbpJhbD1MJNuCRTUr12qKVmS+CZRHuupujWbDmiuTJQAfAcEikVYAzgZBK516NjIE91GnqvUWzoFNkN1ZAlgrVNQLELKG94MmocVO+pFAMGigefSjIAZR1xwTPwdYmwpI31hR5x9WkRod+aPuoxfZRR+CqNodZolxwVngL7BwHtP0qR2McePMU/8+AL+O/PvgAAWOgBX+xP8eef/EYAwN99/VXo16eYvUu/Nf+HFpMnJey1MH62UGGTOPZZlhFKi+FkhnCPC+9KjSYf5QKxwVw6p6p3KARQv2wQtI6lJzfhstpxKqvtX/LAJ2lfXjq7xGdWj1Ew6PDVzRm+9uQMeEzHzXxlioI9Tmc3xNYyDS/crU/bAWBYFBjmBRQD6nQwkTQJnrISzZ/XTQfVDlBrBobPr2GGAWU8n8y4qRncXU7QnRJgvr9nsT/VaJgt3953KM/2mE9okrfao+ktHDOX/FWJ7r0VrjOK5+KAJt8eKbQruheUL6D7OYqdAMNUFpVylBG6LAB1taEFr6PnQWiocs6MIdo3L9woCmBSwy+YnXY6xf5egR3TvptToDv2wIJLWZVD8Aphd7vAsPsuMdd8LhYBc6Vx7y/RTSdlgxjxaMDbECdiVwPrjyv4gndNWyhXRSDRNDSZFlupo4YIzKne0yRtBPglAHNgILifKrgaif2jOO3m77Z7YPF2iBM1AaQZaKk487Bp20fAs7FJbKMVpclcpHU1sL+PeOP4QsHsgUJomGuguvEohAfeuJS58Pf50sTfhqHtkFKDLxVckfZ1mNI/gBa2Ye4TqwmA6hMDx641Zu8q1J+lc7S/+hj+3+sH+Kv730rvdR7B6Lh4vjS36BYhgvfXr2hcfqamMgwP3SOl/1vEyUYyu3x4k4P3CkOVmE3DBBjm6Zy5isBy3XKkv2Na8Tnty/2f7lH+9T30mlPL1uPN4ThmSjAB31PfIExpAnLLSeT9tyuD/UnSQ7jKRP0CwJlZm2WtrE8Q/ZfuiTobmU1+MsKz+olCnwHPrsIoc9UdHSuAaLirNwfc+1melDctVDOkoEArBOsiSu3rAcOiRLdM2o6hVomAYUmPFwF3FoYJcNyuDJQzqRzlZ/E8mTag2HqYJmXjQauUQc81uqVGJzqSKShTz0gP5ZootQBw9DXPOg25jwreHnr+Fm5nfHcgAs/JImD3DsuvEoIZjKaoNdZB1fjNikslGW1Tbh6AauHrVz3UGd3ED05v8PKS8Ibjcoe9K/DO9ggA8MaTU7h3ppi+T5+dPA2o33IoryX6HtP1gtbERKmEYUGTrkxQwn+OFEBHC48WdsjgE7ja9gR8ScZiCEAW/CBUBv2yQntEz5tTjYvv12g58lOnAybTHlXBmYEK6AeDpuWsZjC06RKEDhrYW5gNHbfiJgl/FudAsVFRVGd3B0BdN9C2iuZAQLoIiJOYzHLJpqorhLp4JsMaZlKXJ1C4pdOA5j7QHzNwe9TixdNrPJjS9WCVxxA0rlpaQN6/XmJ7PkXxlL67vAamDxGpteXGQ7cklAIAsx8oOxQdST8AbTem1gIUdQMUeTsXAVXbO8zWdA6mWpPiV7IWa+BLDVdl+7UklhdAi3p3EhBOKEI+PtniU0cXOC7pwPfe4L3dEm9fEDDUnE9gMwB1/oj0E1LnLzY9DAsTddMRoH04YhlGURbi+Di0Pcz1PjV0OKQXG4NQF1HMGEoDNyFBI8CCwKVGu6K3d0dAf0a/P7u/xfedPcErs3PabtPi/XaFn33yEgDgyaMV7KMS9Tnv17uEQcl+SZYrhAs1eMCFRMAY+LUP2t9vcwSEO0zgIzW8hzlnGotSowlkWJRojwq0qyT+6ResFwCINqYQJ2vdKUweadjXWWG8m+Bre6rBmE7op1ymmFLUJZS87csBYeGhOGsNrgS2BsU1890fM99dAKurDva6iek8um7MYigLuimZHx0mFcKUHvfHExY2yQRCZadopaBB+8X3tDdUuy6uWFDT1thOSmw4eteVI7sFOaSDBoJC6Oj9eq9RrDXKK3q9vggxOi6v+hHvGx0rS3PmSF3Ar+iYutpimFm4iuvPhYpZj5zDvIQTNOAKRNGTq4AhU0PrHqge8ZNHU1y0U1xH7j1F2HJcjAYWNukalCe8pJsnrMTalI252kKFKmZ/odCsFM+YWhlTSvcBpkmLiHI+MYlcQNAGnmvh/bKIrBmAxGRukvYrKKB6omHf4pJMW+P17jRSHAPvx5TntilSrV+O0+6BRnhJAPSC3wVEuwz+bLEN40xx08PsOoBLNmhbWgAl42HFMCa8bdMK/dkE+zOuwx9ptEcZXXUaAO2hWD1fbBTqL3Ep86dXeLtb4h3/PXG/c+D9xFKGLffszSsK15828UDpYZwZljfA9KlD/ZS23V7ugF0LNC1ua4QA9N8da8DzsQg0Dwq89u/SRK0GBd0q2J1cbHRRCD9+9QaJqMxO6Iru2Wi90Clan1n0E1EiKrgC0Q/FdAHFI8C8LZE6oJyBFjwCNPk6nmj7qUK3VNjdZ0pgbeGLaeLPD1Q+esbfJeoSsokycKmI03FX0WMnvO4qQHkFw8fBtKRsnT6i16troj0W66wcsG1IXQt8IJCHSQ2/okmkO6mxv0c3/M0na7SrGv2KgVy24RAGnd4Z2I2OmYNpeWKWBMhmVhGg8l1OhzV7sqgQump9HlBfDKjOWdCXMT/Cbk+1ZQFTnYOyBRTXxVVZREAVAMKsxrAkRSkANMcG2wc6La6LgFCGuK26V7CbZJlh96TtiIycmspL7QlHAscdLC92fWOBmwLVOT2vL1gVzMBwcdWSKnjPk9VuR8CwyyJYpcaiqekkAsNuWmJYFKlkw1Yich6Czr7Gp+sK4Ix4ZhA+zgwuW2KYziL11k09/MLBzjiT0AHdroC+ov2snmjaH1YMH7+2h71uSXsAUGDQZew3a9I5KC1bogi9VMNbPdpeqDF7TPaB/qcSsGTUw4RsSLYvTPg4TNAvT9Ed8Qf+bdzCUHDfdOvq53s8F4sA1VDkMU2WwjTxJU0wygsrQsPbAkaUjQerOdVdPRTXK8uLFpXUYHtHaeUhF5wHLSCJ5SCMBkn37VSjWxiohbCHyJunZ5MXteixWO0jh/1j82vcr9b4BOf3Dgpf3L4IAPjpJx/D+VvHmLxD3z17l6Kf8prZPesOettGFSaGIQHc+RA9hbWkGF5R6BZq8imSxTBoxRE719ZLFWu408cK1VWGjUws+gVpLADAH/c4+vQNXlkRv/2F+gYOCq9vSOL5tSdn6N+bYiJ8+vdpX6pzsUvooHctZUpAikKNgMEGYcpcWXs6MmGDp/dnGqaRaZsKROesH1EYWT+i8xjLhdMDvcU9YP+iQ/VriWnwq++/h1+5eA8tX3D/v6ev4mvv34N6QhNc/VodyxjlJsDuPXQvfPbAYjY6Tm5q4ScWynG07o94I9PpGmUWPdmdqBu6Xuz5NewwoM6vT60Bwb+mE/RnrLK9X2F332AviuEXHOr7O9xfUU1vVTZonMW7V1S/6W9qqOsC6iF93uyBeZMEgxKsNCdS/qlh2wqGFcNEOXVZ8DVEHr9a76H2eyiO1HVPi4USaw/xAsuv1UkNz6SF/mRCwPAZZ/unQHviERasiSgdlAbQj9XjH2YEfPDt9MtxPBeLQHkFfPyv0mNXMVdcQMsZ0K2A3Qv03E8ClUY4WleDgt2qyKcvr8nYrbpOmUJk1LTMGpIyRWXh6xJuxhqElcX+1KBhemG/AIYZKXvpCzjKzxwplQfKS2YHPTEYuhrnO5rQbrYfw1f3AT8u/j+szAWAqlC4N0sgYHsENGdZitzXKDbJRKtYO6rTs4BLhUD4iUx2LMCKwG/FILdE58LVlucFIgqonCIzMk4iyhtg8mZA+VlhhgB2XWO9Jy+tTX9MEzOLpl4terjZPmog+rnB7p7B1atTPqdT+CJlSKLoFjDYtCGjm1L2IuUabzkCVum5txmdsKToPTK2SoxUtqaja2JyTt+/eGtAddnC8PXxtDnC3/GL+P3WWnzfZAe3ZEbXcWaqdqQwvGhGCvJ4TYBJBENG223HwLBpPAnxBEAdPIJKmJKvKAJujwRQHZeXVMJ5YXfA5CJgObLiQFyAOjWDVgofj5RRj2EyZMAwLfqx/FgCTo1LekGpTFxoSBEfDeuSr1Wx87RIsHWL6hxgFAYW0XUr1lMsEynB1em3TEuAd3XF5+gdApljBq0tMcj4/W/idsZdJvARGkGr6GmjfGDhCwOFrFyNkx8bvEVzqlKz4ZREMArX36NjOj/cB07vU5T46aNL3K/WsHxlv7M7xpcvznB9TlGfvjAor5LKtn4CmPdUjJZMB7Y04G1rA8x+SPVjieyEtcM+N3lpJIJbghswXVWoqsOcJ9JVgd2ZwfWrHMHeV1AvDvjEfYrGX5rdwCqPzUDb/t5miafXc3Rr+rzZcAmH96XYkkWCHNdim/yWdOsoqs0iVDhHNzNAteS8RCMUwGxYa2G5zDGpK+LvTxIw3C/s6By1K2D7Eh2X7sRDsahtMmsxEc8YAM5r9INJnkvbEmFdwN6YuF/VJTB9zGWyG6YySsS6ZxO0NsuonBvXxpVKwHDXQzUt7Jqj80cWE9EklJYyLFF1V4YZZhlJYabQcwDTnjALi61B1LLH8miHl5aUhZxVW2yGCq9fkfDt6nwO89Sg4syjfgrUr/tIEy7WPcyGLsboZnqoopVrTRu6tvg+0VbDao36oWTUz06AoTCJWltb8s2qUim1m2fA8MsK3QljSvcb/CMvPMSvXb1N2617vLZ9AT/75GMAgIt3V6geKtRP6LOLtz2qS4ci0k37Z9TPtJMCiHkCuQ/B/A8xSCx2twh8ZIbZdjj+27y+i5mY3HiTEn5WwbFhXHtMYJxE6+0x0B2NU8cQVHQhDZ3GxVfpJvuJlsoXQUpNNiDULjqX+tMOzdSizxg0k6eICuH6aYfick+1d4CAKhYzyXgm7a0rhJrANzevYrTcLQ3apUbHN1U/w4hueOj1Uz9RwJMJHoH8MB4zg05q2cECKAEroqiCMphhlusCgCD2v52PFtjmhrGEIZsYQ4jnAGWJsJzCMajtJsT0EYBdnDmlZkPK1jyqpMg9ehkFplHKfOUMPGdTA2psMsBT/pdouOK/RdvhPWB3KZMQ2qKU8Fw1AU4mqQxmFImZsqGy2oAWAWErC2RuMTFAbYZY5lCzEr4qMxqlQnsM9OyZJFiE2dGBsOc1+rbGWwNdj2/xvkh0fTykY0g/DjQnGs2JmO6UCGqWtjtTZZuWFviCDd7MdoDZtonLv2+Yy88KYinXcF0fixmGaYH2lJ7vzgzaI8Trc1h6+MrF7TM7jem7XCb98hxvtJ/Gm+7TcbuAVAU75pJuyyLv/QuEGSi+IHTP1G4OWKorIl+U56wTuN5DrbcEbt/SCAD6cHvlpY/yeC4WgWFZ4uHvfIUeTzDywRfuuriJmoZKF3LBTB8C87c0TJ9ELkCS4quQJhLbBJgu8ZlNQ3448SYPrNgVS9tpgX5m0R3Rl11+ZoJ+NoGUfIcaUYEqvwWMwd98cszNxWSClxumumZOeK7qbxBTbtME2JbSbiBzS214BmnaBN7JMDoyk1BX8LMag6iE75W4+jTz348XJILjiDXYANVTXwaArA9IIcz7yQrb6OnP/vBR81CC7Dtkv/sDYPgyYPF2Bgxf76NCOGx3CFmEG5xjB0o+v5M6AqoA4FYTdKsSzSld6lefsuiXqSfEMAuACVE3YBoFu0nmZbaREpRsu8IwTZNfd+SBY9lxIOwsjLDFzhUmjwNmrPpefq2FWTdQnEVg3/z8wPCkRljMImNsmJfolxYtg9rdUsX9kBH7HziyjfDisltQGS4wo8ubCt7O4jmhjCTAT/iCmzgEp2Cu6bhVF2RON30iXP0G9rKBloCH6/yjXhnCHqspUBu4rOpqM/L3ivqZaLTHC5g0xPGiBUkZ1eYFC/cKEzCqGYbJWSzD4X+BDz0CFNx3SePF52IROHlwjd/4B34KAPC5yxfx/tMjuAs64+WFIcOpWNYgJa0Rc7OOFJyx8ce2JasEoZP1PQ7tlmPqLx5FAlBOSoTaJkOw2pCdtE03mpuQRwwADCsHTBwK9mg31qGwDtbwwsWz4MD4xfpmgnBBkVZ1rlE/STdddTmguGljIxclQKpkGc4loJC+nB5L+l8wayb3eM8ZGwWxphzfaKb1mD6mj1bXJL7qp4Iv0CTYHzHd8NM7fOreE7wyI4C7MgPOuyleuyCg5uGjFez7FaYP6ftmjzwmTzIffVbGIreOzvYlWAOc8EE9XUEdAL8juinXquX+Vc2AqhlQPaXXl2zYF2RCmbKp2zGXk+4B21ccjj5xDQD4pz7+Zfz62ddxxSv737n6PvzDtz+B/n16Xj/RqF+r+Th52H2AHsRXiLOGPk3yflYBNQuqnIP0t4gjhOT06UlxrK5oASyfXqMcHGKsz95TiWJcjqyktw90BIbb+wQMf+qMaklSanp/Q8f16fUM/rKGWfPC/tigWCfxGYn00iLTnJYwcwvT0HEwzUA9K3JQWwzeuh56s0OZWbaHbOGL2XHWAwJliVDzojGv0B2VkWrbnJKGRNhqftWjXHSw5vZ0AkBS9v9yH8/FInDxcIWf+FO/FgAQjMI8U+26CUZcfkAR5ZCj1GIDlFuDkqOzojQw2w6KJz+V+fHAavJn4dKS1Klznne/RAKCA0WxEQzbJwUqQOZyptfQg2QhgSI0SdG7EFlKAHCkk4XEMA3oZgrbF3mBeLkEQhmBONMQG6W8YeBvTdiD4A2BHUojFXZqMExNtO91rKqNwLClktGofJQNnXUpK2+A6cOAYss03W2N3f4lfElmHEdsrgUvOLMqoF8MsebfrjQ2L1QIJjVe0C6LvtneOy7kjr+TTi95NhWp1BSyrEOUozndcKhUBIaHCf2T/RMjPtFHrL7m8eAfOBRMjfzc/tP4fPepuHj6qsAnZxrdko57t0IEancPSGMQO1sqiWjTbwEYUYYJ9OZz2lLHsggMd27UXCUUGsPExKZF7YrUybHvg06gs92Th9PZz4mQzMG0BXpH5+ihp+M04yBhUmq4KqCf0XHuZ9Ifg4/bVI1UuXS8dabqLckmnWOrYpfM6srrAXbTQUl/gZ56CYQiN06sIk63PyWnX8n2g04eYQAREVZfS8AzgkUwtzuV3WECH7FhuoDjL1IKrTsXgUkAqXmK9DotDAGoCy5lHBVoTnQ0m9rft8ALCh+/T9/3K48e4qig2eeqn+D1zSneOafiZPuwQP1YxUl99n5A+ZXUWlA54i+nbl6BraNFWORHfj4QCqpLkR4OQdRDIE9aE04qhEmBYUl3fHtcYHffRA/+5r5G8eKAl08ogj2rd9gNBR5taXW8XE/R3ZTQ7Hhq9mrU0tHuhZUjjI4AK5NR68ktU+rgTP+L5mFdB7QdlTaAcXkDgDEGpTGYCYYwqRHmk4ghDIuCXFNZ8Le7z/YIXHLxqwGmTsfJ9xqBezAEcVWVzN0EBPZdAqg2Xd4QZx8AZu97VFcDipusm1fTP5sZio128AgZV1AXFlprWI5ap9YgcOkpTEu4aRFVtMOUJmzx3BcGlkzavqRJVbQfbhqgVgOWK/YtWt6gNgPeXdOBePJ0AfXEoOaspr4AVq97VBcZbZg1CGormeJBq0vJcg1nuYUo0InLX4vaWSmiQPNxDUZHGjE9J+zECXOpVNwjgp7v76lYJu1PA44fDPi1998DAHx6+gTXwwT/4OknAQBvvLtE8W4ZgeHp04DFWwNKyRR3PdThfeKBUbVGKQRjcHtDwd1hAh+dofYt7FffpSdlOTaXOpqgO7LRAKw9UmhPkjtiKALgPTTXRlWnYL86wdPP0437d7uXYvQUFN+gHP3YSUB76sF4MdSgUGw0ihv6reoaqC8c6nMWA13sSB0sABVz9/PUN4QQhU0oCqAqEWYZMCyW2AvDbpuJNudLjJSwekjR0exNDbw1x0NDnNL3DddRJdKfBKgqxObfTvmRmyOZ7iVPpfqih72keq/eEmh4OLlHfnpVIRwtEtuntlQqk4YkVo2a0hyOoAkvKXYS+SsUW4WOAfjhqszqyQGh8lDcfF2ZAHQaapdN+teUrQCcLa2zng+tj15GADAcTRDMLALD0JxF5cKrgIjbqEDZ22hBFJfZtofddfGmCtMS5bJCx9Ye+xODYQJ0IrpbeKByCSFtDPTDCs3X6Xp4ozshh1y+nI64/ahgKQgENncL4aSWgJqnY+qTr5XpaFG3YiW97aDXSbimtjuonMQgk65gLdMpwip1+2pPqNvXnm1KmnsBfjXELnm+NwAbJ5aPC3RfP8FPNBRc/aQIJHm/F5ZV3SwF2T9QgCqgO+4OuGf/KBaEljcB1fWA4lKA4R2w2SYh5C2MAMDfYQIfndGd1fjqD30fAJ4EbIg9YKn0k0oJ5Q0we5i6hZk+RGM4GUGltBZAdHrUfYByPvncOz+mpik2YRMvmLlFt9C4/D6exCc1KY7zgCSMywEqjEswsWMTj9gxq+PPiQBzB2CX0n1h80iDdNsELqPwTb7uR06OROF048zDWqBK9WS3mERl7frlCu2vpv0Sd1SxWxYDtjyLyJuaK0fviYK+gmwgRoB5kU6IWDcLXbW6JqXtyWv0hcXFHuqavaOu1whtWpAiMFyxYng+A+azKDTqTmrszyw2LzLrakUAtas50te0uMcyBoPC8TwMIR1zAK4gfYWUSfol0J6KDbeH6lMWUl4p1OfA/H1W2X55D/vjO6gbBrk3W6DrU5AgbRYlSJhOEJYzOAl4lgX6hYmBQT9T3DQpbV/kziu6ftIiQJ2/cF/qYBWARQwqPLcHFeuGYUqqdBlmr0iZT4kmJk89jr7a4OynWAC261KfYRkxyyjgpmVqGlQb+DJr/CS9kL9B9SVwRiLAcbvS2J+V8AVbbJtFvB8AAH/yg7/nWxkhKHThNjOLj+54LhaBMPXoT7i+eG5QXipUfDGWaw+7z+qoogh2+axPkzsAqNYRlS/nuA8ZuAok/vFhxy9toOsyRry6K2FaC8P9j9sjjeFUoT3luurpgMlRg+WcZstp0aE0LgJO180El9sJ2g3rEK4simvmbXc4aLDuUN70P79pWz4O5Y6aQcQi62piTfJ8rwpAIS4i08dAuU4c8J457gCZg7XHAf0L9Jure2t838lTfJKBYQ2PR+0Sr108AAA8frKEfZg6Ys3fDpg8dSivhAc+EDgsAGreyUvOB4Of6t4pgcFCsxUfItlfoxGUivXnqu1RPjZYSpmjoE5fTprITDXapUIj9MT7Ae5ejxdeuAIA/Pp7b+Hl+gINr2ivbV7AT7/3cTQPaUWrzg1WX2I20IVGuXYwXCYzTCWNTWcGEiKGJc20ajqhazNn1Mj+8DlUTQ/LC7l9jGeOSyhImwAQXuFmIvai7Fio0rsX6Xqc3acF6PvvPcbHJ5fYcm3q7e0R3rk6QnNB+6WvLOqnCgVnVEK4kGzN7Okei42EZhUwFAR2A1yy5Xtus4e92UEa1pQ+PEvGsDZZuLNZorDw/KQYOZw2R9RHoTuit7enHsULO5wuGcX+k7iV4e8wgY/OsFcaZ/9Q6GFAPwU2L9NrQZOjaIx4Wm7IwurC+mKghuw7ZgcJqyZ3HJSLj0VMbk43Rrcq0K0MWgbiuhX9k25KKlBELLRO01EUWX2Ns5TXLHQ/jwjX3gO7zJwsKGClEuPCFckC2RdAt0AEAdWLGsW2SP7tzPkWLn9kPckkUVCNN3L3Zxb93EbFsCvHlsvUkCQDWLPH0lkrUmk3RH+0e8v7fYz32iM8ioI92reKI70XaxVN4QCKYPu5hRro87oHbJssuE3robuxZfRIqZrXoq0CFEaag8PhTYqWaUFLZbJgKcKUc7j8ukL5swUKtrz43PYIX+h91A4ME4OTTHntqpQV7M8UmlObaLxcAkteUUxCkJKeoyxDcBhq0+kjIC59MEaW4FbDM2umn1u0xwlL6WdJGS37G8uF7wLlFw3snjCiR8Mcj13IaMsKR1ZhzrbVA58zOU7NqcLuQdbWlenKEeTuRNnLorxrj4oXeXvTQu375Jk0MFYhi19ZALMJeu4R0dyrsDszSSOzoOMc9QUD9x2WPg7vaOifnMH5pJH4sIOA4bty0Edm6Nbj9GfJ90F1Q6TOyQhZX1dfFXDzAh03v9jdt2g/U6A5kfKAg1r1qJi2OZu0KJlatusKbHclhiu68u01ZR1ioTx5GrB4O8QSjB7CaNKRFFyYLCQsclExrJuBwGGJ3oXimUfxkn0YVnQKMMxGaP2Ktm1/anD1aoXmHi9Y92pUR21sGqJUwGZv0a65JrM1MI2OZTQ18CImi+eett1EE7gwamBj9klBbJoBetdFO2W0HdC2CFyTDV03pgCWJf2TMgeXa4YllzlWFs2xweYloaBqtEcBbiqcdQ8wBhB6BbVP+yGlmuQl5QEbABYD6lbDrpPKu7oEVm86VJdpgtI3+2RQt2+AYUjb7xyCD7FzWVmyWR2fF9QVwpyuLTk/snB380P2zkHpJiheIGRBI9rxMOd9PQKmiwF1Sc+bzmJ3PYFhm+z6iZSb6CBUT1uYK6qLqu0udS7j/aAd4Bp/TXoK6SQXag4auNTpS+byyzwYWVhSwmFwWLQgLPaT3gfXxwbDXPQMFYaTAUf36Ub6vpMtprbDW5sjAMCbj06BhzUmj+iz00cBi7d7lJ87AIZlLcwCAnpOvZwlK7mdcQcMf6SG6gbo956mPxQW4BqwX7BL5EraB2o0x6TMBFgAU6ZISnkF9aRCz2HpFeZpIueIUplE03STgFZaDe4UymuF6joBVOXaJafOdUNq4SYDhvP0HqDJPTp3WhI1RWuIAm7GjJlZATfRkZvfzTXVaaOamb9C0vVNAW8L3EwomnJTDz/xEagzZ7SNQ8e/tbcwN2SDAbBtxJVHecUp+1UHs+FOX2LTmy9WuZVCXZGoKStLUMtGnlDYWiB1cMOI+qg8/XbBjqj9VKG6UMmrfmXQL5gTPncwpy3m833cjLaz2F/TgqIvC7IgEGuFC08Uxditi72i+JwEYzDcWyC8sIz7RTXoBBTnjC8VwI3OhcaZ7Jft+Q7Fkw2mWWnKT0v0LMBrTgrs7mnsqUqG/Us9Zqc7nHC5MASFbVfi+opKMuqyRP9OBQhXfwucbhMOpB1pJPoZL571BPiYlPtOGIzPsozGP2OXoXjxU+ekFtYH5aZRt6+6gpcF77jG/l4ZTd2ae4SNmFO69mfTljAIAH5bQV+U2P8c1dw+15zE4AMAak3Xs9C8r1YK158uYBrud70RMJhLo2vqYGa2TDndNlC7fQxCbmPcAcMfsdEflXjz970KgOrRbuIRjFzcGnaTDOJsA5TrgNlDoTpyaUFKFULBFJsAq7P2fnzTCFjGdrciLPKGbGzFDqE90tjf0/CGo6swJYl7J2WNQPzmLGvxNrWjHKZUmoimkkUqawgvP2eCjEoyPT2ODdP3B8DwdoDed1AiLpM6e2zZSJGT4BvDrMQwN2hP6JJYf7JAP6H02pegYyLpeED0eKdzwFmR4MbM/JDjJMZ0UTFc8b7KPMumapKFFFuywl68kxYkKxHuegfs9giy0IaAUWvCihYkd0wHtT0tsb9nY1vEbiXUzHRcc6W23dFjKUUlu++MHGARy1GuSuLAfpEAZzqHlIFUV/R8+sjj5LUWxd+nfdHrJlqLyFhqjRcrej1MuD/yKtGd26WKuhU6jiopZZGVngYqz4yIBkOIynk91KNyDkDXnjC6+il5HA1sYOgLyh7jcWqp5Hr0Ol1f5U91dL2NSley0PYIhRs1WxqmJpbUono/u75yINgXZJm94aZDpEQuAZHNeTYcZGYb/hxuZbhbEosppY4A/GcAfhXoLvkDAL4E4M8DeAXAGwB+bwjh8lZ+8Fscz8Ui4KYBPd9o1TlQ3ehYe7Q7cl5UmcRcOngBoMnTJWCY+O6ZFUTTJ3D1sOnL4dCKMhBptDGvMCxrdEdJ5LI/U9izoyketPjE/Qt8ckHnttID1kOFhzsKeZ5u5lhfTaFYmm83Oio0iw1NSHJhlxui95k2OTGSGd0Qn490B85ThPoBZm70AWKiGGZwmOkExbREwQZ11aJIWchCoZ9Tc3iA7bGPHMwxTcQnyy1eWV1iVdLktR1KPNwt8B7bFLfnExRPbRRkzc6p01fFWYd0KYtq6G4gzCZ2jsrOCdtMq7mwXBRlUmJRYDRUP1APAgCTbYfJu6lH8SF9dZhodAsdu5htXwKG4wHVGe3LK6cX+OTsEhOmPu1diS9e38fbDymqVU8rlBf0XbN3idkUzQ33bK8s5cB9n/ZN9gtISllRAHPdXXkPs2liRlY+VFioROsNWgNGwZeSgdHkCpBFBBnxMTD8gKy/7Sl914PjNV5dnuOkpAvuqp/izfUx3n5C++WfVCivdOxiNjkPqK4cijVnlvueSBaxbBbGGhiloCSbYlNHyb7KQ+NEzfss+2Uoy4ygc2ngpjZmhv2M3FQFM2jOgP7FDvcfMFvkFhaBAIX+UDH57Y8fAfBXQgi/RylVgjr//AcA/kYI4YeVUn8MwB8D8Edv6we/lfFcLAJmn1gKA6uDBahT3lD0nUeRNwHVNSslb4Z4wQLCqsncFYNHVBpNJ9QhqxYRU4luZWO63c8V2uUHREdcdtUMDB+9xvXoz9bYhpfwBVAbPeqHnPq2ogTmegzGSjQ9TMQyW0A/jaqm7l8ALRImBEDm+BDYBpv3ZVJGK2wAcPMC/dyi5w5bQ8X0QikvGSDv65p7/wQuk0W31BaYPDbRMsAPU7zuziIVVr5vxudoUiB2yQIISPVnCVwttga2KTKlrE8ZG5giKIrdQlFToFGf5jHdV2XMKIkufQR2ySJZlNNiWyzZX7EBJo8t7M+wyG47x3r/ctqvks7fcRRNpRJdMOznw5OVHpIJmhzHEYiNA5rvPjDTjbGXfU8lG2YbqcZRBsfAcJiW6FZ0jQJAc5wWs2FG148EQ2oAZm8aFF9gnv9+ii/1DxIwzNt2IpU7QxmG4BmblxTWL1vEKUPVfLzpqWnp2NWXbHNyldmCSCMdyXialmi+MqyFmk0RjujG6u/NsT8rY4+H9pht2yecWdgA3QUUGzoH9VNg9k6Job+H2xq3BQwrpZYAfiuA3w8AIYQOQKeU+l0AfoDf9mcA/C3cLQLfeBQbh4//Ta73eLBXfoqGfJnsEVyt0c80dmecer5s4cs6MjjcRMoTXGMuA8KE68XiMMrNKfSW7JZjqWlPqf3sUSr35OIdsoWgC5Re9wyiHjCTZIITy+LcGlcAx6pEqEoEEWDNSvTLIhqhXb9asEMq4xcrB1U5aPYlCkHBtwZ6KwphYlDltVh6I/13WD4gphOXmrZUZorA8K7nG1taE3bsQEnPA9sxi9JWFRZqUkNNuF49qeGOZuhOhIVlsXnJopWyygrU2F546joAfQb07hKvX/nEbAJoonBzH0sRqlfQnUZxQ58vrwjgj2WMyw7megd1zSnYvhkD2wdRq7KWDN6qZLwXgeEVZYXNcbLEzt1ffYHIGKJ9YWA7giMU9Q5sW9IdlQhHJerY7cuj6yyGS/YqemRoAnzEpm5faVFw2UyzgOoZYFgcTquS2XCsdma7FPHFogAhcfkd8/q/EVYqLTl39+kNm49VGBi3G2YL9MsAt+RjvuhQV330zNpvKujzEtVFmtSnjx2Ov8wGgjvOOnK8IhsEUJtYtr2NEaC+2XLQmVLqJ7LnPxpC+NHs+asAngD400qpXwPgJwH8EQAPQgjvA0AI4X2l1P1b2vRveTwXiwDaHvq1N9JzY6BzC4LVHMOKboxhojHUKvKjm3shGrkBQFGTb4mUhJXT8Gw9EDoD7AyMqIt7jPrX+oJvZOlv2wcUWw/DzeHNboDet8lOIafBAXimeXk+6QOjlnx+VmGYlxiE983W0uKnMkw4OmfQWncWwRo4iZaWA+ysR3VCKVJdDmg6iz1rEnBZUrrPVcj6IqC8Sc297baH5v3Q+x5ousjzhg80qUQmkwZWi8igIVaTSTzvysJXJnk0SfTOz4u1g208Jk+FBqzQT3QECrsV0K/42L3Q4ORkjdMJTdpT2+PRfo53nx7Rbz2pUT8ymDyW/SK//bw3gu6yUpNS8JMKmCQfI2ik0oRSyaQOcc1M+Ij3sQ5uL7YongTMskU9lDZSjtvTEtv7Nqpsdx/3KF7a4XvuEenhpNrhqp1Em4jucgp9UQJfp8+ba2C5T5mD6QIJHHlb2mOL7ogOmnJzwjMEwBYhpPgxtT2Vp3aMtVxcQXuP7GqkYxB9texI3T4cTUg1zMFWc0L3mntAi869sxusSrp+tl2Jq+sZFDPV3DtTNK2KWUQJxF7QAGka2hMDywFMdV2hus76I297YgyxHYvedDEQuc3xTQLDT0MIv+7ned0C+McB/GAI4ceVUj8CKv18ZMZzsQi4RY2nv/tXAUiN5KWzWNCB1KZSDtoBxTpg8TZd7Cdf9MQ7567RwliQEoKrdGSveKMQdIhRpSsV9RSI5mQUCUVgtzJojzQUU3Uomp5FbyHhuif/FQVXawwTYfww+Cb4VpkBw+yhntszK5+8fooNZR4xcu8JGNb827bx0E2A7qUuawCt4Eu6kXzRwlcG/UzAOoX2SGN3n9lDukysqcATzpCeHyqwoVJAK2Wt6NHPKmqfL6Zleh7MuKymBirrCbh//OWsreZ1A7UZ4DuOOEOJmRnwffaKvkuUz0esED4y2LxUoJ8zAD6l343ReA/uHc3HsaO/5RiTHhLYn7pZyb6QkA5gd9Vldm0q+j5pkC5K6NXX2WbkpiVRW08T68VQAMHjRfaJeKH2cIsJ+mVmaDhPor3mhIDcnHaaq9PzzE8IC7mNxKiLWR+gQoDnhXuYaqa4ClBMZbNovDcQW6lmPc7Jlz2KnxgiZgU/jddPaUiD4JilR8rkVA70VhFALwQKvnYE8G6PFPZnBkEZPgdkpCjZoN0FVDepuQ7+Oj70CAG3RRF9B8A7IYQf5+f/JWgReKSUepGzgBcBPL6NH/t2xnOxCAwnHhe/hkGlC4XqAli8yc83gYDFXrj5nsHgZPKmfIjcfdU7ao4tvvpdH2uVoSVgOHCUqLh5TeyFKk1gxOtnUaNbFWiP2RvmVJFx1gP6/Oz+Dq+enOPBhOpJvTd4Z7vCxTXVPXY3NdRNAbOli802acKQBSBe6A11Uxuxf9qBWmICVJppuxThig+M2CswXdVw9G6Y4llLWWMyQZjXGI64r+uqRLviKO+Y90vKNccOatFjMmM6YNXB6BCtfNveYtuWaBvGVjbU6atYM9WWu5hVN0kNXWwGmJ3Uvru0PwABqBKJDwNCDtwbDVUUSZ06DLD7DpZdQOuqQKhMtMweppYnIKFVqpEL7XbJ+oQ57Us1b3E822M1YdW37bHpS7xzdQQA2DydomDefnVJ/SvqC2Y1rR2dJ8modh1db4f7lSvUM0qxCgHWBZgde/o/GZcnpAQSS6HcRQ/gjHiSvKeaU6BfKAwLzoiOOjw4vcGnVpSFzGyL9VDjjRsCht9/soJ6v0bNU9PsUcDk3KHgOr/ZEvMsal68H2cOovrloQSzAtI+Z7bm0DplioaA/IQDaf7HgVvNbTYZ9F6/ovDkBeD0E1y3vY1FAAr9LdhGhBAeKqXeVkp9JoTwJQC/DcAX+N/vA/DD/P9f/NA/9m2O52IR0BuN+qFYGBAnefeSAMMKatDJhnhHnGLpvVte9bDrlm5AgMoaWSvE3IFUVSUwm0ZRUxRozUWhadCu9EjJ6E1GbXMMLD7luuvPrvA2VnhTgEM9bq5iKxDVNVJSEcsMEWzOhGfKZ6BnxnMHANQFVGFHzCZlSERDB8LCzUoMU+mFQGWzvBeCzzpqBYUkygm0KFV8yIq1QTAGXtOObJgSGkvbrAGQ0kLlKHKM3b6ahKfQzinuhcxU28oCy0mqvSjEhiKh0CODNxIKZsDwkEo38W8+i9y5ti147cCZmJwT5RSKGwP9lI6r3ZfYtQtIhU+yHhHOHuWK4IGOlYjFXK2hjywCH6dDEJu2LY/OyQLFbhOXXzVD7FSnZNHQ0t+igltNMLAnT3tsopFit2TKKqvbgw5Qg0L1hPfrjQm2/QQ/NzyI204sO9qWU5V8kgBSQ29fTJbNQU8peudtL7Z8313y4nnRwdxwqWnX0sIn7Ud7YuQJ7kJNgUqoBQHD/niGfllifybBlR7hX37uEPQA1bCA70pj9nWD4bUz3Oa4RcXwDwL4s8wM+jqA/wno7voLSqk/CGoi9y/d1o99q+O5WATszuPFv7ePz3P2B1nIqjhJ0OSmo5R++0INV9aR5TCwZUBkdNgQQeJQkf5AupTpRsPe6GiaVW4IJK3f4JJL+6w5Xb59auA6bBQqfUDzFN4H+kKDIHS/aUltGqWn60SjXRpsH0g3pQquSDYB0jQ+mrxpvvHFankAdK/SgiWTl0zcUj4Y9Uumx5NrjyJrTagbR60J13xO2LL4GQdKXqBim8I51UncYoJhVaJlVsvmBYtuYaNeop+lySvfdoDLGm1aUACeXKWEV5FA0EmHLE3gsOVsq7wicH/6hM7J8vUe9qqBFmB4txt1+xplhbxPqiojTTjMJ/BzNtpjNtmeWS37M8BXacEJGhBdAsDZXlYbBzSCBRwbow3TKfpFgOPeBWo2UKlky+6a19RvOOoQnjqcfZbOib3ajx1txahOsowPOCduVsDJ9VYpyiyiEyxw2AUvv+6pe5zCzSf4+v0eC18we4xZRtGipPZEyCjEZkRBNRnz7ZooqZOntN+zd1vqlZE15xlZSUvvjPL2FMMB6taayoQQfgbAB+EGv+1WfuBDjudiEVBNj/KL79ATSSWlRFOWCItJBIZdXRIwLJ2iToHu2APcY7ic9Sisg2NswDkNzwZwoTVQjYZmdpAaAOhxcwtXKhTCQrj2KDty7ARArp3bJlnath0xZiRqd47uIbFvli5m8rywVNoAYPYTqEUNBNYklCTR75meKh5G0Q2zDECZ7BVsNaAsh9jFLASFbjBoN2zEdl2guNZxAinWQLX2KNf8+e0QF6/oRtpJGcPRpJ9pEPIWj5jUsTsUADI5K20UpoVCQzlSWwMUgdaXKnH3a+onILqEfg70J/Rb0/tbfPLkEvdr8oGo9IB3dyt85Qmhrd2jCapzg/mbdE4nF/Q7EbxvaL+iTsR7IAQEnsgxqcYsFKUAk5U5gNS9DACMisBw+WSH6pHHQj7PdgaxSdGqxP7EYHefufsvBeiP7fC9L5CR/qfmJHN+nX2L3jg/gbuuYS5YOfuuRblGZKsVe6rp58I2oad6O4M+mvz8RordAMWlKfPwAkZaRPJ7PxAYntJM7hY1upMK+1MBhkml397jTOD+DmeLLR/CgHVTYS/lwW0J7E3W20LTosKXU7BAu1TwnHX0M41yXTyrURBdST8AXQdzy8DwnXfQR2j4WYmL3/5pAEBzpIgtwhOErwKVK/Zcb95TSSb2GH7sicHTMu2zK6CCjTexz+qorlDEZ5fSgQW8CalMoum1ZB5msD81mQpzGrtDASxka92zBmCxR7Eh0Ytw9ycZqGgSaAmkxzIBlDeBATQRFgVopzOzsiIpeYHYJ9dHai3ZacRykKHJVzIPdWIyNekU2qWyxSHfPZY5VPb6wQgm/TaU+OSk4yzfSftCE8KEnUKWbyZOeLmu4TZneCgWkgCgFF7h9cfVPYZ5yI6pwuYlCxczvzJ2/KLjgpFlt2RIqQzH4HCf0X7bVJbzRkViQT9V6BZ6pCD2NpVM7J6szufv0Y+fft6h2Cj4PdXhv+Z5n/icfrw0cHXAMKOT2s80+qmK11+3UAjWjLrBSUakmPIbtR3cMEgAbtsQ7Vc0CbqjLCFYyTyJNNCL/8+csJP8+lRDIipUVwGLt6icRcetApAYV8da4SgD012VlPO+CImFBVpkfZGCr+aUMIFIwOhq7jHAuOA6oLwZon0LHuFDjwDA33kHfXRGdww8+bX0WNL5+buJw17sfGTF6Ky9Yj6SNUSgibmTKMJRiQagSLfrU+2Svepj1mEMRUMT9jGflmOL22ONzYsa7RlHtA88Ts52+N5jms3uV2tsXIk31nTTP7xaoT2fwF5yGrxOsvxiK+BwumlN61FIcxRpJC8mbvsG6LoUnedaBFBZQ4llL0BRO/vBACCR3LxGv2SLgpVFt1T8WKFbKWrKDsDNPTAdYJhpZMyzCmvvFVzPGZZTwN7CcjOe4oZM+aLT66Un7GbDfPhNA2x2COxrk4P1I9toUPaEsoCWDKooUJYFJmKMxt2+eqbaDjNS0sY2mzXQZa6irg7wVcboKgIwHTBb0ok5nu1gzIBtR8ftYj1N/YYfa9QXiMy06sqhuOlgNmzqJ9lUXjY7tPzOegbrqoQpCxRcIqwLAoIF5/GWNDIhW8jjol4Sa2ng/eyWhKNJJjkcO8xP93jlmCTB9ydr+KDxzpYAr7efnmB4WGD6Dn1++iRg/mWH8oozh3UH3XRAK53LHGL3MmBkDR20xjNB9aiHNBvA5fbgSEEGPU6CQVdrdMuEf1y+pNA8sJi+zOXJfwG3MNRde8mP0tB7FVvqBSOWzgkY1q2OQCo1mEmlhmLtiIrXsNlUw2ygvMWjDDFFYwEN6gJuXqNfSI1Wo1uYbHIcN98IiiJHK0rGJyX64RRfAKX3X9DjCNhNAV2E+Pm2QHTHtDuJHLkWzpQ46UmspZF33u3LmLTYKZbiS13eGNJU8ALWLysyqZMsqKQIU/x+gkGMnhEos5K6vN8ZuMrEuruzlJVICqA8++a0WR1/n9FbdwGmRYoaW4+gVSyb+MpCHU0ToyuEUfklH15TPTgCroeCIv5cNJBzAabTMTPsltQXWCLcYRoQapeyklZDPy3Rv0WT/nmzYh8eer2m9TDtZxcii6U5MeiWEyg/4eMSkHv1yLYKrVO3lDlqLl3pbgB6B73hyU2wCjkWdQW/mGJgg7r2qIhYWHusiBF05OKGBqeg+Poqzi3c2yu8sedJv5Pri96+AGUWwt3fnyrs7ltASdoxpWZAfN8V20CGikzTLK876BsxINxTcMWMvMB2JrnTrLaW+isAwNESw+k8OuTu7hs0J9TDAgCGIwdVJldRfWNRPdXQX1/htkYAboUd9DyM52IRMC1w9BU64wKyjbyBMvaHlDzaI6lVGiAkhy1v2fI289GPk/KEXUeLBCrqTsFym0O7Y08fxhAXb3MWIr73Mv/m85BLvvimGWD2Q8xCIG0Js4krxOYnBr4uolhsmGj0c0M3IoChrkd+78TuOThwedmDSywyeVHDe4x57yFjujjE3gUyYcukbfeO3DjbjPrY9klMBoxq6LCW+jTMWAhXm9iVDQD2ZwXZN4iFRcWTj5xTj0yVnUodQJq04tD02QSYB7a8oO2RxWhyTl+4eLPH2UUDveZofbcn9XPWm1cZEy2YxcFWrBuk4QmQOs1Jn91hOvbkz80B5biKLkHOSQ7Wk21IMqgb5gG+SL5YulUo1slSZfo0YMa20sevdQTe53bfolDnc4KyRJBzMq8xzFN/ZFdSySbSMgsV24DStoaRE2wwihhEL3AGZkoEbnWZnxsgMeSSDQSdV9OkAKi4ITxHztHJ5/uI60jgJsy4YHtqFlTdIjAc1F056DaGUurfAfBvgqbHz4KoUVN8i+55phmw+pnH8qX8xyyVrAr0y2RB0B8rtEccjZ0B3b0B9QlFU2eLLc4mWwyePn++n+Fqy70GNiXUTQG7FnqgMDjoJ8U5U0UeN+1ZFGjtHUncJeuQZt9ZiSYEn0oAmkzc0j6ZqLpVVQklXhcAgi6oIbmUMSpqbSgNbtzEAxMPVXAGNBkwqTrMq0Sj6QaD9Z6+c38xgb0yqNhKuj5PtssAR3JiJb1tx/0CuL2j2ELI1K8KsSSoKKqTHsQHpTkEqq2XArUMQN+mCWeYEEMoqqPnAU54+8cN7i03OKkprTgq92hcgbfXRwCAR0+W0I+q2MVs9q7C5Nwnsdm2H+sr2oEyw5ypVZURoJfzlJcEpW5On3coHF0gdt2hfpxNHMxck8lpmBk0RxrNCV+b94D+hQ4vvHgFAPjVp+/hpNziUUuA19duzvD+xQr9OZ2z8oKsv/P+ycXWwcQ+Dy4pgruBGi6xpYWa1aO6O0IAhqR2Nk/XMA8HVFnZlF5IrCiURQT3/aREtyxiM/nmiIFh7qrn77e4d0YA1ul0Cx8Ublraj21bot3WcKwg1lsDsxsLPoXyDVD5R3kbryOykejJhRWg8zc4FN/ILPHbHHf9BD7kUEp9DMAPAfiVIYS9UuovAPhXAPxKfIvueaEwWP8qYn80xyQSkabU/SLAT120llYDYLJovboEZu9a2D1FJUM/x+PM9hgaWPBsNK3IHCxXsgYzzhq0BUyXSg/KKyhOG+WG1wPXdJcTopDmFgWFYU48iAI6TcBwP1fR42iYMviWK1u7VDqwjdwoUi4yUM5AS7euoYJyU4RYqgioA1BKzZhBxIFLUd4qNCcaDfcYVq6E5lnY9IBpfMQndOdH9tixVCN6B6NGZZugEhgov+VNsi12NYPwuceOSotvea1gGnqx2M4QNlNcs9L1pg/QLoAxRnzCKPjCwVUJGG6ONXb3OUJVJUXkGQidM1NIj5GVaLoA0/nk4d95KsUJ4B5CoidPLLqlRcMIqBAYMg85KIfopnr05YDyJwzsni7mL7ujUVN7A+Alm7j6wzRgqNNxo8jbwIvbZmZFrjzRfWPv7U2I+BlACwa19eTFsBugBhPxhlAVGBYVesa72qWh+46zEjdBaqIEFgCeA8s3GMPaF9CO9msb6H9e47HSCgubscE4W0rgPZnG7e8JcGwAZZKN+n7CugTGXi4dyuukS8BDfOgRgLv2krf4/ROlVA/KAN4D8MfxLbrntafAO7+dHhdXCuU1MGEGwPJ1wLQ6tugzXYj2ygDfFNwVSYYKeMZThR576M6lKJGbzEfBFdvbuglz9ScW/czEska7NOgXSE6OKwe96rBY0MV5PNljCBq7jiakq6sp/KaAveaDtc0UwluefCNvn1sRcklGOn2ZffL3Ud2QNbRhTrgAw4KDiE2xMQTMiWK4qshyIWutKUro5kihOzLoVlyTXShgOqCaU5ZRWod+MPDczcsNBq41wJ6zml5B9ypiJXbHfR9u6Pumj6kVYd4qE5sdwo5Dw65PwDCYWps15lGZvXeoytglCyDraPKvT0paVyWG11DThJacQGmBCgUvjiVXE2uecOYdVtMGRtPzy80UzWM6ZtVjg/qC9gcAlm8OKC8b2h+AhIp9plAXi+yMIozcnK6wpJyt2HNnYuFqm2xOLJVoYklGZ52+CgpohIHTHCtsPqYwiCPuSsGcONxnO/AXZmv4oHDOzrDvP50hPKowfZc+P3kasHq9R3nJwPCm4SxKSjQMDAs2Y21qNF+wLbQAwZElxviTUiPBX95KlF6nxwKAu9qgn+q42N58UqN5wcB+jFfP34NbGHedxT70CCG8q5T6j0FquD2AvxZC+GtKqW/KPU8p9YcA/CEAKObHOP1J8Q0ZR2oAXfx5Cz/lQqL4tR5m52C2PFm2PXHExdP90NTNmFRqYm67AMP9gimdi8S46JdAv+AaZUWWokpcSDsF/U6NLTgNDicxYwEAWECZjOuvE7vDagaDu8SCsjsXbSPMth+b1cmEIvsjBm88oUhLRC+WF9MCw6yIk6OrSBgU6/Klik09gqGyWMmzjd1S9NlzF7S2CIDJxD8mIHgFpTla9hqmSc6fxVZofcKioQVAmsOjH7hnQOoZq6RfgDVjSwKr4bXOsBRmmmSLvh4C7M7Hx65NPamVZ4xIWDNHA9RsQMHyaB0U+n0Bdc1lkHcr3HSLKKorOqAaNddJE+/uQYFuZWF5YtWtj7YmcYSEGamB6cTRt8gDgydHUAD63KHwGTBcFAjTKmpk2uPkYNqcKLSn1E4VANS8h9IBnhlbaAzw7gQXX6Ztu9k9oFInXz5zj2ghDlDWsbtXQPMFovsZTENaBYDo0Haf2Zpsurj4qZstVNtFnEXl1ymQyqCZzsSvpujOaNt29wvs7yk0LAjujl1C4wGg1dBbA/WFAwziQwyiiN5lAh9qKKWOAfwuAJ8CcAXgv1BK/Wvf7OfZjvVHAWD64OUguoCgFEaqS7Y8VjFiJrqoLAKK7RbEZnaoa2q+Ia0LF6mFY78gYVK35CiwCgiVB1h1qzvuVyvt/vZAfZHKQ3owGJmrBcrtY0lnCNC9T6ZdLkCssWXfkkU24CudGqoX1MTcs2LYmxpBL9IB05RO5z0ARh20+DsjO0W2UypVAaMyyaFGodiECBTbZtyq0GxachrtEpgaI0OAFtW6go9N70v081RPvvj+Gt2iTjTNCZeG5OOZCZttxtRZ6tyWomEqKyXzsWFC51RKTQRApjJJdR0wf9ehlKbo65asGg6DBIlKWfgmrTQl06DHOvYrAKg5ez9TkYEVFGehByW+RAsOKPYhiaa4ZCaGcWI2KAEPFH1HrKWvgckFaxC+MKC46Q7KPX5kKwJr4DnL8NOCgOFpAoZ9obLuXnQNxlKpEoCXD/wRlWyiWUio436abmxJQV3nkMzpZlz+FOB8EPuXdI6OvjbAfF7wDk86jdyt1QyxLPdlfPhxW95Bz8P4xSwH/fcAvB5CeAIASqn/CsA/gW/DPc+0ASdfYLA1YOS/EqS+zHX23ZlBv7BomS3WHQX4kx71gu6so9kete3h+Oq+Ws+wv+L+tFuD4lqjZqMuu1cwnc7M6TBuWBKIJRGtfVtP9WMG6lRHDJrIBvKBolxh0SiVqJwAYoclEODt6xIu+hZZtCsT+e3dCmhPyDsfAJVnZl1UCFvjUOgQoxnvFZq2QLfnm3RjUVyZKKqzm4M+rtdDZGNEPQLbDgvFNm/G7kVTgZR1CE8cxjBXXIRtRNnU55LlaAyVHimGhxmSYngZ0J5xGeykxYun1/iVR1QPvFeu0QeDr20JM/rcwxfQvzXH5CHjPI8CTr7kUF5QlGCu9pEBxAdmzNXPu13xtufqZ2G4CKCqWwcrVM/BxAlZRtAKQQDvSqOfqTj5tcfA9mWP4kX60CsvPMJnFo9Q8er7qF3i85cv4MmjI/r+hxXqc4XZe/Td9SXbZG9Ysb7tMuYZ22WPmrEbsvgGUgmKFzmzbmCu9lHeNaLlAlE1Hbt9VRZuatFzh7fD3t7tPYfJCxQtvXp6jpdnl9AcHT1qlnj96gTX5xS564sSxY2KXczKNXVnG6nXWxdLuMo5Ej+K99DgaX9vGRi+6zH84cdbAH6TUmoKKgf9NgA/AWqb/fvwrbjneVIwAhS5N8cKLemt0J54hFWPmhuPV2WPrrdodwwEbi3UjcXwkJ5ftotIjwQA44C5ECYMAI1olztM6HHk7jfcx3cvlM9xXV71fHEeeALJjQOtERZ1bAfoJpbFS4mz3gtffZYAU/quQOWlWMYAqnMF9VQEOQbKVzHa8h7UNC2jiE49MMspoRi/7guFbsn15qKAYTsN3ZfQwxS6p5VV9lHEO0ErxB4BIBV2bkYHUHSe+9CIBQeA2HM4djlj0Fq2sbxSmL4vjK0p2maCz20f8Dkhm3DJBO5XGsMkoGeK6DBVuPx0Mj5DmI17Crd0PkegN2ds+b7KIEVxYtXobojEAGiFbmmj+yqJ7BCxFDehrDS6qW6Ao9c0yn9IZa+n+0/hYngl2Vi7AAvg46VksYGyAc40bl7W8GUJXwgtc5YAb4mmWWFeXXuUNw6Wy6JCVU69LwaaRGURLKl3gGgQmpMCzYmJwVW/oP2Ju95RuU/6Uyzf0Ci2NMlf9zPchE9kCnOFygL34/lXI2+h/X1g8/EkigvKUnbAGXh5QwtgfUE3cXFDmgR1i4sAWUnflYM+1OAGCv8lgJ8CNUH8aVB5Z45v0T3PPfB4+m/QFbDfVMBNEc2mJg817NcrGFZw6g6ouoBV7jVlgMD16WC4pBTpiSlNVT5F9wCBxlEDAFAklNVJh5lBtzLkvQ9mBxWJvSE2EFGINPcItQe46xU6DdWpkUBsJPPfZaWDTnFDdgHAwZNXBhTvBuo1DFmQ3EhwNerbCxDwyAtSKC18ZdEtpauVwe4ee7cshOnCk1kVgMIDRRJGhEFH4z0xGlMsLiPGi4IWrr7YZHPUXG6A6mGipxY3PQGPwnHf7hJvX8oZAnAfiOJQkgpa2mr6SQFfmWiMNkw12mXCddoTiszFeM/VirqS8eymnEo9GcAWB1XWucyp6IFTXCtUV8DkCb12/JUexTXx9QEqyaAfsrKZnNxMZVsVI61IKBIl1VUG5aj/BeI1KSMHhocqMYtuPqExTDUc6xvcNMDNHMyMtmUy7VBYh7Zj586bGvqiiCLN+py6fR19mTJyu+YSYF42G6mAU9ZB+5AJ+vJewuBsSauRqj+/74KmzDhSbZlRd/l93DNiVaI9nsHd4+P6+3Ar4w4TuIURQvgTAP7EwZ9bfKvueVcGs79MtYFFdC88uEgOMzfh8nugaBEjO9MGmMYlI60hpIvPBcDk/Wz1yFuom1GknEdD3YmDOaGb/Gi5Q20HKE57b/Y1um2NYcv8+U5DNTqKYtSgovYAYEqfRKiifOam5XbnmJ4oZQh2VTxMifP9z2X8BQm2YsP1icUwK9AtpJ6tohMkwNG5TChscS2TOAL5qnjLKtzSw9QOuUrOdQZB2EE76iVgufRUXVMvgZL7QNvtALvN9BXitCrliOUiNS0HqLQUaZGGJpMDpkm0ntaEs8jCblncV+wYB5qStUIE+48U+tMBZknbUlU9lAI6nhx9axAaC3PDlNUbFV1miy0rZzdZFqGyTBAgxH8ipSUdm8V/o6EGH/tjmzWx1WJmYgx8aeFmqelMzEKWzNs/YXzruIedpt6ioTdQOws8ZlC5maDPxIOTHiNxYT8F1h832N2jFMu2deyJDLBGZu+g2YKFzOk4Q97sKcsYUvlwVIbTvHiINqOuxoD3SYn9aaavOCMAH3V2vTcG+nzUF+1DDXIRvSsHfWSGyoDgZ15zgZWXOY87kCEWJAoNz0QhQvMcplk5Zk7OlT1zofuVR5gP0NwmT5lA1McNfdY0GuW5gWHvmLaZos2A4aCASR6lMTCbd3siYFOiyhzwHlsMeKsQlI4aAzUxUC6r22rykonNUqZ6xCkfasQetwAQDhXGYVyCARIDS3H5pOaard0RGG7Zz902iuq20n3LeSC4OPEGRc3hpX+tmxoMtY79kvuXCwyTSbQoCOYAtPZjIgDpJWRHMFKuyrGK3PoJ24dnzeDz41xek3p4KT2Hb3robRfV0LH/RDbxyiRF+1JikK5lM2oBuv44T8RHBm5SUuYEEJDbJVGU3VAWJLXv8sbxYp8wIzcxo7r7IVffF2nnTZMMBuvLgPkXUrtQ0zhqlyoqddfT9SPReGmfAbldrSIxgRTEBOLSvhFlMxkY2mjzLdeILIblhhh6EngFQ4GVmNO1Kx37HwCsd1CZJcUN+Uytvk77cvp5z/eGLPTykF5/HR9+BAD93SLw0Rm6D5i/wxzyTOUYR86qMQrDzEaOu1xgDdn3oD9yUMseRU3fVzDHHQC6dQm1tjAcJdaPNOzr5Wgy1A5xcqLfQ9ZUJFCZppFykiexUV5fzlLdvEYKEL3RiU21oRtQgODh1DKoSC93K2CYu9gBSxcOKls1/KDgOxP7CcCTb4yUNlSvaFsFGN6zA+suu3HF26dz7GmTmCboh8x/ydHjzEIZVTnmiYek+AxGcfCbgGLTZW07mbs/CG1z4eG5I1a5aLGa7XE0IQzoqKTU6RGLAd+/WKF/UqM6p3NanwOLdzzq86x+vD3oA52DiodW5WLoFo3RzKhjlu5dOoa7ITZLB5hiacYdsfqZjrhLcwJcvuJRfJxKnb/uY2/jN6++hhMufn+1eYD/9un34OtvE/5Rvl1h8gg4+qrnfRtQXLXQey435b0qnCPSgQQ/hWWjtnROfJXM5+Q8V3KOXeBoHWmYNOmDe3hIV7N+ZtCuDPbc2/vqMwF4mc7Nr/rY+/gNx2/gxeKKztWwxI9dvIrPvfsifdc7E9SPFWbv0NPqmowSI4tu8CPRpdBoVW4qGMJ4Wz/0uMsEPlJDuSToGqYW/Tw5CDYnQHtCwiwA0IsOtmqig6XbW+i1gW4YQ3jPwH7VpGh8AGrx0xF7YMEQ9TgiNb0ItqQu76Ey3ED3VK6J9EKlxkwmo1jTwKWMUsc2gABIg5CVmvp5gGcb4WAClAYgdXf5n5txexgg0yCoVsP2KjXI6UmpKguaWAvLvtj9eMEyuyGm9nBZyQwUNYZJEb1bfG3gKxMtsn1JC5gXMzoW64WsvOSyZiveJD8ZgEHiMiSQs1ewj7nr2NsFdrs5OiYqnXci+KPnx1JWNoIBKbRLjZbdUfVQEMddek4z40tnCzlNOBiNaBXiAv2TiDpjFlEGYjDMpCSj0S1Vdk4DfIGoNrY7hfkbGuXP0QL29d33443uM+MMsFC4L4vjlMoy16/Scb78DCnZNIfQeU9q0xKHX/QRxcbBbnoY1mLo9X6sKwEw7h9A9FHPWpBuWaA9sdhzSaY9ZeZdLYEAYLaI9OnZewrla1Q6erL5FP4//SujDNkXCidMfe2WlN2sP0WvXxcKQdsYsJiWQOERyH1FKmGAmE1q36U+Hrc07hTDH6HR3ld4639GF5v3PdwO0HxB2BuN+ilQvClMlglMm0/MQiuVVFSAqPT9UraQzyUed4AefPRjUYNPakcewSTAy9VET5XIr58yJZBTaIrekw8OJo4oPNzgBk2IWQiVDRTURlYkyjhGPkYZy8W0AaZHLMmYjib16PFvFN2EUkZRvCiNMiiNthQQsky2xJZl/WJWZ+nzo/4BB2Uvb7MSjE2/me9LLIswi6V4n94nTcOF+qh3XYrc2YFyVE/O1amlha8KBNmPiYkKU4BKfu1KRX67GLxFsaEJUN6kjGngTE+nfXeTAFeLQDBNonpnUKw1qnM+vecBR18fUNxI0yHCPeK+tF1UD9MX6OjRAyAphsUojXslSxAhXfQijlMiLrzDjARj0m0rWIOgSqhAF6NydB5S283xfsEQBiT23+U1UF8ELN9mb6rXBgoUpHQ1+HGgYFRSbVdsgZ0FRLr3mL6fM7DSYUjXpgQVVAYdGJvrZwo3nyrQs+vsMJ2RAeGUt/2H8KHHHTvoIzbsjcLpX2TVZXfQaxcSKUvUeVCicYFpfRL5BW4MIoBqql2Lqyfid2mE0qTJcCo2EVw+Wo4xhO7IAfMBpkqAlWstIB2UNpom90cMFA92pHyWFo9AmuBFg2DbAMMiLXo9jDIk3ftx201gVDbz7EWfonWaPBI9VcX6OUDlmKhktgGh9BGIM6WHKRwKBoZL7tS2b/im3BXA1kbnzpKtPooNfV+5CSg2Q+ylS1lHn1xVJTrN9ieattUFTfSRdqtihkXvU/A2lTlkkpNGP3WvUOxy3xoFN0kd29oTYHjQY3lMIe3pbIvSuGh+drGZYriqYa8YGH5sUne2TUCx9cmfZ++pk5lMlCEgWIvANX4sJzTBy/UmBm+RJcPHQthq+x563aIY0vdBKYSKQetpiX5Fq1m7suQFFanUAf60x2zFFiazHazyWDOrbrOvMFzVMNe8Xxs5Z4jnzGZ9OwBQ9ictHVn5LFmwGnzs622uXbIxybZ7ZCyYW0dwu0ixyxgWJZebGBg+IZtsyf4xdc8CQ7cw7spBH6FBEXC6gA57+uohQDXC/iFpvniyi7Ak96PPGRm+NLH5ugB70qugW5KHuZd+tVMHINEs1drC7FOT+9mbBro3aWIPwKGdM4CoCJVOTyZG7yEZk/kQexSPjoUE1QzqyaQ+lMKW4SxkZtDPknp1mBKo5zPwlah3gk9wNCZllPz+9IDeGKhLMafjjISzEsfq4mUsRYSRsE758XMEWoRa8cg5FXM3+UE16hucj+gjozH+jLxuMGqQPtSst4g9pgP5AvGEZPYK5RVhBwCw+npAea1gt/QFprFA67Dic75SA3zZwAuxYGKiynbgzE+otcOEgOMIwIexwlcYYNF6YR9g9qnbl/IBQdtIYugWBu2Rjt5U/YIyGKE/60FFZTWphwPOPs+R+zU17VFS8x/IdGjC4sJ71QA37TCwaKafG3QZlXb9ssIwMSO7ZpOrnddsBSICr12mKOdWkLK4B60RahsB9faowP5MR9yuWyJ2DJRzVKyTgnj6KGD5BmW+tN+a7xX6wJv48OM2ewx/1MfzsQj4gIpl/brzRI90WVQBjCiCodDR432Yk99Py2ZT7THQHmVK24kDtEReDmqtYHbM298Cs3dUJpoyIx2B8sDhiqQcRmZ2uvWpoUlH4GmcDLnWPlJmyuRmDXyRui35QkVgESDBULfI6s1z7oglpRfjAaee5e57AYqZddUlZolpkTzd9wn7KHYBunfJSZNLZDHCdeNjAE3nI7pr1uSWKswlaS0oJRiZqEWkFxSY7cSbWoR0XHRAsJ4yEwCq9NCWGqYAgO+od63m/aguFKaPyCYbAMq1g90NMDuxkj7wkor7kPHdjcKh+Vm0YG7SJWBaj9KoUZksaDXq9jXUiDYQ3QrYfIIoqQCwur/Brzh7jE/NqBOdDwpf2dzHa48IGG7en6E6ByassV+87VFd5uUm7gUNROpw3O7CAlYnXcjkgE6pFHQ3oDyn76oeebaazmidSkUVuK9L+FmZmEvHlHlsXmbvovsK5Uu0QvzqF97Hbzz+Ok4MZVdfa+7jbz36XrzzFs369Xsak8fA8vUxKSEJ9hijOej9nBvNCenitkYAMNxlAh+doQcfHSZ9ZdEvK3QrcbikCEJazvYrB8wGaG647gcAWwXDvjfFRmH6UMHu08Qe+8f24AtNIhY1iuQRqM+ulVaWbBMRMQNHqbvuEtPksLVeMCbWq0NJpQyh5Q1TExuSdCtFncsYT3ATzz5GOaCZsgo1pMULSFTU6P/DnaNiFNoEArpFbNZRmWyUiUgkP/hxRqLGALcwYERPMUw0e8/Q270lDYJM8tQGkWiqANjVM8BJk5HKQ1UOBSP2dTEgcFTWtQWGTZGalD8tUGxSlFiuyTI56kJ6yqh0pEaSunhgbj3mZVQ8yzkfBYAy2WT1bGQdwggk5sWRCSqy2PVsNiiUzm4FDEsH5DjC2qB+l7YlvHaMLzXH+MrwmXgOg4otJDDh7EiO4+ZFjc2LJRTE/nsWy4mUYQKmkXKij+UpALEpkOp5ks/ZXgCZ9JUF/IINB2cl+pmNfk8t62WkFErnLkSB4OShRvlFAqzf3Mzxdv/phJ1VtBDOhP01BdavBNx8mhdYZ2AaG1lXxWacZZRrArntDetKdu24bectjbty0EdoNGcGX/lBulFs6TB0Cp6ja3OjUN4o1Bwdzd8yMK2OqSI1BQcBsEgTe94kPU6UQ2CNAU/yLsTMA+DJcMiokBk1FWBQsjZRvOMLHVtSAmSY1S7TjTPMA/zEJcC0DxGQ1Mz0KOKNoKG8jl2ppCG6zYFhZsoAPAnsXVQU0wZiNLFLuSofEVuxOpbJXK1jpykAUYk6ZGye/Jj6giaqPJIP/I9+g89J5rZqWoWCPZvKG41ibVHs+JzvQ6zp06KbmsCQN0+i1vpKM0tHSnqatjfrCTGyhAl8XOSUMmgtx1kPVH70RsB/KqsJp31Y+AhIKuuBTkExFlI9VZg8BVZfp9erK8pC4vXELUIjdsNWzJGGWRj4mpTcAAGsAgbTtkj/iwzA57VtqFUkQfCecEmujPsZdPLwd5yNOW5S5EsPaMR2lHajya6By2azRw7HX+yiDYVq+/G9ASTbB8tZyIGF9Oi9RsfM0ZdEXx2i8l5jqBW2L9J9dPNJA29LAAxy872g5VL/EXz4Ee7KQR+pYfbA2d+gu9hESiBPZmE8mVH6Pa7D66xeqNw4etdd1nReuNGZMEgk7wDZL/vCwE2Tj1Gb+f10xyQwi7S50iP4AM1ZiG7IlC56oFwrAodjppHtc5dq6wDtc97iUfd+TFV0/hmfG4S03wDdlOJbBABuZqPxXj+nLERKFa5KdXRX8qQuGKAJCGWIVguJ/SNZhAI6DbOXspqi/RYn0C1QbkMUMtm9UGtTtE52w2lXInhqiCkSG6kYxWAwT4QF9UnOGwMBiRoLRV8bHUurg8lvOWBytMdLR9cAgPuTDTpv8XBLs/7D8xXcRYmKPZsWX9eoWRtQbBSKbdZ2sz9wu/Q4YNAY+EURHW59qWmxieZuY1zIbnoUN358ThlEBUBl0GnCD5pjHe2XmwceuNfi9IiiirPZFrUZsOnpQDzezHF9OYO+oOfVEwK8RXxWbj1Mk9teBwzThFcoX1PGxZmF7n3MMlTvgN0APWRZxzCkklXO9gIS44tZUmExhVtO0J7Qtu3PDHb3FPYv8vV3r8Xx8RYP5rSxP3cLiwDVA+4WgY/MECtjAKk8k0UTKqQIWPUOug8j9o9uhixy5PJMrPlqOOZCD7OCJkPxlWEDsJ6tpd3MA6WnejsANIDmCQ7gye1SQw8c4brEUgJoMSJMAPF1uw/Rg10oqQDhB6pzo65kzFujp2yrkCieY38WXxkMM5tssmc0wcuCJTX4mBEZntxVOs4xG9YgUDPiBwp6q5Kn/o4W6hwLEXsOIIH136gJPJ0XFYVHriB/HDGYI0oqPzYJ/JXtBlIkH+mpfGW7ioVnXGpyUw/MHUyVSgdub6HW9IHqnQLmtQLnO0rXrhvKsGTive/ld4RynBac5lijOdZQUueSbZLFUys6jtGbSsgBvPhxl7TolulJ6R4zslPNgQdnOUdkTueEuKARyzFmp1FdZYZubyqU6wKW96tvZ3B9onXe1xpnVSABIlKAI5jT7kVNGZ7gwlxujMDwjq2wt4IjkUoYQGJISempLmIPbQDoFwXa46T96ZZjEoPyrHugdZmspb/ucfZZDiIaQLkp+jDBbY67TOAjNJQPKNcJXDWtG1HRxm9myiADWP2qwvDiFG1Uaap48wCAn7rkQaI8QodUb94pFBtg9jZP8g21cJSSSrKyCKP/JFoS9o/Q6kzrxqA2QItCLAf40eJE9egU5fnSxLaJviKQuF2kG2eY5hEugalxEfLjC1rM8iTa1h2gnErW0qNJndgeJmdg5S0WBz+iMsb+CLm/T6YulUl+iFx9EpdFYFgmcpk8s0ldauJSinJTDz/xUKUopykz9KwCx9rCbnU0QqsuDaobFb2DTCMg956PS0hYDgDxIYqlCkvW0JJ5kMdSloVUmT6CvyJyB+SYI9FXfamS1cc8wC0czIIyiXrSwRqH3Z5Ssv6ygr1SqAk3xvR94PiLiV0kLSMBJG+pLIgIxiBEoSJ1yAsZPRVAnLhnNz3mb2a0Y7lmM1adq03EgfqZRjfTWH+cA6hjjY7bQ07ut/j02VO8MrvgQ+rxzv4YX3xC/aS271con2pMeL9m71H9P3bRa7l38iHwO2KwhYRv3MIIuFsEPlJDDx7lJTc51ywcWdIs0K0ogkjW0iTGUjOZoT312c1bG24UZm/x89Zm7B8uH4nnjQ50I+ekBB9G3H3CDNICpXxW1uiZGy3MJclCMotpX2ZK20IltemK1KYiNOvnVLIIsVsX1TWi0K1TUC6VwexejWrbpuXIUyiErCaVWrvYJ0eQu2MXUjqE9Lec5y37I/tRF0nEVGlSDUsv5ZocLfPJMaeAupJpnCJGK6nbWhRiVT7NpE4Dew2zZxHTlUbxtkbJkTwBw6mng+77ZxqQ5CNoxcptEVXRBD/SnWiMyo2H4jgJBmxDLBbJYIaJYpoxvd6dORQnDU6XVA+clS16b3C+oZPcXk2gbizMI45oNxOgARaC+zCdOPW3oHJfdLWdJp+hQ4dRypZTr2TTOgKHZeI8EHsBXGqShbymRUP8fpojjTazdO+XHn6ShG+q07DXfILfWeKN/RJvulfTdxtQ204ANff13nOPwf19Rf2yWfVvdwV7EdH2lWtPOhMRE25bYkW1HW5rBCgM/g4Y/siM9tjgy3+Qbgwd2+SxSGyrYbYB5SVd7bN3FOx+PLGbNtcWEBKYW0PIIA+bJMgiPCGb5KVunYmaRuwfvmmkvBTYX0V45GJhLNbS3ZJN6sSSmUFKAOQoukviMbsnm4GoZBUwTF5vBByWm5y7f2X0VJX7+3iMFqxDW+NgdVKq1hTFD7WocCmKd5kf/DP9AHQ6tqLIzcVnh0MNqaxWXisU7yoUsnDvdepqtnMwTfcsPTXHDIpMLGYVnNGxsYsr9QhMlQk+79M7KoXJeZGhadGSc9geAf0ZnYRi0cFaj4HLgf2mhFlblIwZrD5vUF1PYViD0HcURDyImWFA0ENGKaXOcrkiuFs826B91A1ODNwayUTltcA9iRPYGkwZv6ufKHLFZcC7X1JWIkymMCiYtUVxQ+8na+mAo69ySWbHGXqf7o10ctUI+KVGUBmpghX8fiT4TGU2YZf1Yq+yMPDWALEFzpzuB/nJP4VbGXeYwEdo6B44+QnaVNsSpTM2VwkMimY14aBT1CmMmFGLx85nPYiTa6NyYWTPLJO6TIYwCm6aRbwTYv5Ijbafse/+iumpEw9lsprLTsFuU69d0wLl2zqVlTKAW7Egy2Rdzew+wIpiuPXRq4i2nSf0/ObLgciDSd6XNgLd9Jx4/P2cJ7CpiurhYLgWL5N8kWrzAE3qRAFNs6VyKmoORCBVnycAlVTDUjOmjCQttm5cysi2m0zQdLJDmJAKOk7qxdi3KDZjz9hguW1IMGNWjatYWLfkyW/VY7psUBa0bU1bYJ8phssrhfk7Be+XRbHLmExtgB66WDajA4ORj743Ci6z7qDJT8pLPDHyNWFbQG98Amdl/RZPpkLFEls/U9g9SJ2++tMB05MEeL8wXUMj4HFDPM03z0/QPJ6iZMB7+q5CdWNQbOlA2SZAt8PIvVX2R45rP7Oj1qrpniMwO57fDbOi8i5oeUMYYwCtSdsAIExLDIsS3YqO8/5EoztTaO4xzvOgw8npBi/OiSf8M7exCIS7ctBHapg2YPqULiAvHjiHIypAicEQAdbGEW//EFCVhhdKxShSeqz2eUlmhcjz7pds6FZm1KMGMGvGEPYKtgGqC643d+N0Umd+7QAtOrZFqrV3OW/fQzduhHmoEJJaWbp7Za6Oo/0yetRLWdg/7sCpU/yAJPqNk6NNZQYcHG/lVTT1AoT9k/dCIGC+2PIkLx4z0Q4CY3sE+ZmsCckwKyKG4K2KSuhgaOLMNQiHFtjUq5keu2ocubsJMMw8YUEAdO0os5TM8apAea2w/CqXm25KFLsiZlgr7jymBml3msR+MomHiBcQqBsjXMtspmxBou/g/x3TkmP2R9dx7J9cEH7QnLDw8YjKn2KfoGY9LGMjIQBDY6FueIF6WkB9rcDTLV3MV3tm2fFvLxQwNxmgXpKVSHuUonPlTcKQBtLVxNJoQ7YmsY6flUmjA2iGhfmqgD+iKGOYWnTLBAyL/mCYcebIKnbx1Spv6N/ss/RdxY9ZmG6FjVvitsYdJvARHHIT2sHDNC5FwFK7zrnHeS2z0Ojmk1jL7JYa7ZFK1tLzAC+GbjXV8AOXmsyW+NEisKreVLCNxcjn3qWIJ8n36blm11Fhf9gdNd6Iwiu2v5Xa+4j6J1TBbILxNpmHifdP3K8F+RhFcRk3mZcbSNTCAhQftpfUA+EHUWzUJkpnsSPWh4m0Ws6mhA7YuNTJTPZL6zH7x6hUXpoYMnYTzIC5/UlMpmKEnj+n7zlg/9Q0wTvum+nLgFBkC+egoXcadstljCdA/WWF6poj3G3g64n57r57dnHSWXnJ0GPp6yCOqfJYMg8Ao3p8PnLrcSCVpvoZmdu1fG0O93qUyxaTihacwRnsdyX8Na3c9sagvFRYvCF4iEGx5Um4ISq0LFa0H2kxJZrtmFobXNom02KEe0QtRZYB5F32+qlCu0jUXVcW8VrsF9QERmeAt9EOOxZsuhsFs856DF8Ds4ch7ottiTEVsxAP5O1M43E+4Ih82HG3CHyEhu496vcp7KQbMjFNhlWBbmWwP03RUXccSJkJQE8GKOXgpSvWHihuUoP18pIndgj7J11MRNELowlT+RQ9EcUvUeEk7Y3MpdbFzAPA2B4CAKwmV0jxrtcq1t3JuyV1vOrn9M9LXV2H0aRO3HqVTTAABsR+AnogGmds+tEEwhGadKOZxo0cU0eK4bw848IzAHeoRMCD2JEtsl4mtGAlHGbsDSTlmOhSWjCOwPvqq2QTARDoqKO9BXn/lG9zlLgOqG4CbCw1deMsBKBSQyZcIhwgTY7BJFBb+iUnFg2exQxykLgPIxDZFYg9Ibol0J4GDPdpMpyu9qjLAbuGdry5qaAvi9iDePLZAsW2GHkLneTgvXcs+srwD/GOmhu0hR0tSCpk17YLTKWmPxQbcdDNJloAyT2Vy4UzidYJFG7ucWBwr8XRaoujki6w3htc7TjSv6mBmwLqPVYf7wjwnkRB3jhLVp5AdQl4lAswvUmgNuN2QkGmkm5WXrqFEaDg7oDhj87oFgZf+5cp1RuOiEIXOFrzgwc2BA4DQHWlMH9TwbTc/aszSTUMisJUSBOCdDECUqQTL7aGJsLIxuiJUREjXqSyDD1R8KWNthC+NDQRSH9bbiofvWPmJDAbOIodAaaeInMpuShP4LDaCjCsoHJbCMYQbG5G1h+Ulw78fkbgnWQl2d+SCMnATeu4H65im4jYtYxq0dGcTqLEWKsGfNZI3BeBNQrjEDn2IG7JMGz6PgPFG6Ta9M7B7rpof6AEP4gnhEsyWVnMTcYNbWSRAigKd0XKNJ5RUB9E8yJGjGrWKSKXvlsF+OMe5byL39Vty9j2sLqga7P8HJdodham81jI9eWozJS7wR5G765UGKZp23NsBtkkrzmql0VfuRC77MlxAhAXu25JDYyk9NkeA/2Jg2ZXwLLq4JxGv6GTbC4JJF58nRffn61h9xX6NuEV3NkSx3wtOOnjXBKDKrLBLCuX5dhz1pEyakV/DKk05U1q+6qchQoCEgP4LG5l3CYwrJQyAH4CwLshhN+hlDoB8OcBvALgDQC/N4RweWs/+C2M52IRgAKm7zGo+GUL25iR4IYEY4nRI00r4gjI6q6BxUvy+QNapE9KRxziB8x3l0leGtxIdNRPSVwmYNwwZ78fjmKD89C75PFjeJIXDCEXliGkiZ3eO+4XEL1goihurE59pvsSgCg4A6gxjNWjJuZuakbiMgEZfUk3qc+AYeTsHwv4KpDRm/xUACBZSKdGFhh2q9gLhp/vPew+ZSGi4n6GuQRQFJ8xl3xl4edlAopFQRyzDAZbizSByPFNG5vXwtlSW3pALNjvhynHpvQIHvAbtrS4spg8ovcu3gKqawPDvH7TMyPLE1giYsF8hMxOwRcabmpSecky9pELI31Wh9+xsZq8rNJ7vSG7j4Zr+v2CMYRTPsYnLebzBpoX4qYt0NxUMBe8QF0rTF8zKDY1n6OxaE75RJ6Q3877U/hsUpfeBaI7KbbcAjZTH4/JHaICF4qxRj9V8T7rFgR4d2e0DdX9PT5+fIX7E77A/jI+9Ai3Dwz/EQCvARDg4o8B+BshhB9WSv0xfv5Hb/MHv9nxXCwCdh+weoMBL0nFDxTDuVBLDQFqI9H8MIreo79JXsqIwiBgmFUYmGvdT4nSKT7m7TH7/TCoiAkziRgzMHtqIi+T3eSJJsteHqIgToZ0tL02Zh4pPZc+yRH7yNrrxXFoC5FjIaVlgZncSCbuD0A+RkOFxPixgiFkz7NIPRgkKmygqD32gN0A5olCIcrpfYDdBRR7AYYdTDOM6YMuXzDC+JxYTcDhMuEfMXJnP5w42VjBSxBfpy/lTeXIPe853M9pgQYAP3VQpU+Lwt7CbDTKK/qCxVuUXVY3zFnfcnbluaVjaFKZjyfhkZ+UTs1R+lrFWjxtO1ucSIAyMHstNjnyzyxWrkqd6PqZoRITc/W7Ywe9opNiK4fgFXr2X9JXBYprheXXOHL/6RrFrooLykIyBWT3GYPwAE3q/TTrlMfBedx2pmjGIKXJPLhYg/LswsvX5tSgnxbRPLFdKXTHQHckDK0BpnSJ3dwaYGdQXDIh450FHjcLPLk9rRj97i0tAkqpjwP45wD8RwD+Xf7z7wLwA/z4zwD4W7hbBH7+kVS6IUbzAGD2/ZhBM3i6KaWUYRRCadBzY/B+QSWZ5pgvuBMChwEQ80e6fQHAXkE3CoYn+fIGmDxR0EPWFCbrREZgWd6qMNVegSzilehdIvdYqnLPTOqjBjc2t5YmnxgpDQwHXcz6BTGABBiOFtKJwwcENe514DNgeA8UXHoqNon9ARBt9ZmabO+SfuIDREfPiORmyZteDOryaJ0mT/o8lTzSpJ87kgYtLqT0PC7SgiEEBbQahstJxUZh8hiovkzfV91oFJuQ7csuZlG0s2p03COFUwlQlCYzb4mamtTFYFaNnF8u+fB32z7E7wQoC2mPSCQIUNDRHXv4JWchrGx3DTOZrmlir5/Q96++olGuGTTeS7Qtx6Hl45XwA8E76Lc1lehk3jvAr5QLKHZp22Owlat4VcaMKhRadhyVtqmRrnriYFYdau4TDQBNU8Ax4G1uDKorheVX+JxtC9i2iPdRWkx4kRB22CHm9qHGN20gd6aU+ons+Y+GEH704D1/EsC/D2CR/e1BCOF9AAghvK+Uuv9htvbDjOdiEdC9x+TdbXw+KmNMCvQLGy+4dkWpYssFSbcYoGsHuWB8o6gkI8Kkq8Rf1x2JzGybfptS7FTnzIdygSZHiXg7BoZ7KWsMz9paZEMWq8iomNpoJuZKzd2UpGbLTUTELqHm3gEZSK07RGtpaF6E2gQMk/YgK0XtQybC8sxrF2A4jBlYfeZjlEXt9AaeKGv2uClowRq1QZxkLBqO3qNAy2AkNnMlYwiZgtizaMnXHtAh9kkwGwOzU9FKev6OQrnWWanJUaAgWpDejXs4aM4G5XqqLZBlGsLll8ktlZfkHGJE8RTygBxjbzJH02MuF/K12R87mGkf1xPXGagbC8vAcHUBzN7VqKTb107DNAkDUX6g8meknGYtGQtF1hxMdw46m+DltGUYgm3IRlyykJG2gY8T7YuUZNjHiCf25izAnfYoF3TzFNZh4Lap7aaCvrJxIZ69blBsJrB7btzTA4scnlIYETKCJmGcKgUPEzbbOOuIi8QtjW8yE3gaQvh13+hFpdTvAPA4hPCTSqkfuKVNu9XxXCwC/dTg7d9O6Ft7EuBOB2g2AFPGw3UOuBHgkBSnizcEZCxgWhvT3hT5yoSWl0DUyBYietELcNc59i1KteroPMojsPMoQCUZ1JnPTG0IQ2BBVjdnlSYDi8MsUw87ReUjsYZuiPkjQDGpaVVaBLpn/X5GCuLGw+yHjFmSOPvynCLgLKcWSmdh4CdFRos04/4BtTSJSaWDsdUCs3+ybl++zBrgMJCcejur2E0KAMobheom7TfpENgjp+vImvlwsY1iMPYtYrdLvyiJDinR+oG9wqFa9bCnhETCUiYZ6qxfwBHQnnhgkfADPygEwQ/Wmiidr/Mk/7PEUovOsK2Dzhw1ZbFK6mdS3boZi6hEeStlugObCOXSpK47bkcq+yHYkEqLm6s1mgP2T3vGi+/RAFv3CMyYGXYW5jqpuqfvKRRfLpP9d5M59/oAwMfyoiyikZ5qAEgZDwnUFmBYuRBt3uU5eV8dlEJvkcwTAuD8N7UI/ELjtwD4nUqpfxZADWCplPq/AXiklHqRs4AXATz+MD+ilPp1AP5JAC8B2AP4HIC/HkK4+IU++1wsAq5OUeL8HYXiixa6Z/aPqIdDunHy6MiVfBPLBeVDvMgAjGiR1DTGQwnzhCfEXDEcssg9FMW4JDMRDIHe3h3xxB4tl1k5KY0+NuTEGSe7y6QePjR4E2FOZP80ZExnMsxAd7kdswMO5kU5PjKCUtFQzE3KkSHYUCeDN6LrjYFhKXXQ8REGEE+QRYg1Y9oWBd2qWGoqNlRqEipkdUN9eaXnsGb7gZF+4rCrVPSqJ/Wwn1PaQL5FmYKYywQjxfBokh9HyARKJoO6fg50RwHDEU/s0wFKBzimFeurIlqW1E+B1VcVyg1TjsVKYWD8YGCgPqNfHvrou8k46xAMJO56rn53ITLYnhm8z7Jwd0eaO+zRy+0p0J/2sHP239EBfWOhrhgYvlGoLoHp5xhD2FiYxsQyLLGNkldQBIbzbY/aCi47SsDiCDPKJ/W8TAamYcfSlQDFYns+pdapuZtqexrgjxmk+qvPHo5vZ9wGOyiE8McB/HEA4Ezg3wsh/GtKqf8tgN8H4If5/7/47Xy/Uur3A/ghAK8D+EkAXwItNv8dAH9UKfU5AP/zEMJb3+g7notFoFwH3Pu5MTCc3xhjD33yyZFJvvScKu4lchz4ez7gBDNvfzhjfvOEmD/iQNqtuDsUYwhuPkAVXrA0YKeoTWP0wAEmj3QEUIMW3jM91/1YbGa6NMlLr1md2Qo/gx8cNrjJeicHY4AylQdcZTDMDYZK9BSaI3L6uCvp8UiUJdEZp+ZSh5em3sLVN7yQ2ccCDCvYJtkK291AWEj0MXq2THbYYjMYA8+Nxn2ZOZBWY95+XIxUmvR9piCOUWcGgIvADAD6hUdYDNAVX19OIdwUsKwCr8+Boy8pVGyGVuxUtOygc7hPkXvWQ5deVMzw4cxwShnIiLnEmQZ9nif5rO6uu1Tyo4OdJtd+RhO7+P3QZMgL57KHrRwcN+7x6xL2KrOW/jpQ/qyJuI/ueCL2PfKRT8REC86wtizylm2PwdXeo5RrV9g/38g+w2gCvBfSC0HHTAQgRlNY9SgmtJh6r+BaC7BpYHGjUT9SKF7PaKIfcgTcHjD8DcYPA/gLSqk/COAtAP/St/k9MwC/JYSw/6AXlVL/GIDv5d/4wPFcLAIA4mSnHdero7LRQe9TE2sAkN69gESKNnb76k4qDDOD/QljCEep01e/CHBLntgBwHmgVSly3yoU18DksdTZC2J0HPqpIJWeiOaZyku6Tc6dwpgZuXPmC9phymtU7BHrJhV55kT2Dwl5hP0j6uFRxKszoDgEPGMvHcYLVLSF2CkU20yD0ACmc5lFNrUtjM15DnsHHC5QvNgedpKKhnSivJUFKaOjitAs4geiQRCshI3qBEMIlYfSAWBbCLPWKG8UZu/S++tL6tom+6Y7D9U3z5TLRiaBOmUilHVkwHClx70ORhnRYSSPURkrGCqp9dKecqFI/HjCJZnVADvp4uQ0bAvYK4Ximp5PHgNHDKaW6wKmMVlbzR7IIneZhKOlRaExlCqb9DHCfWRxGrHX+kxQKM67OZbC1+awHAdTRFUN6I8ZS5v2UNrBiabhhrJE6R9w9JpGsSthOjrpasj4DQCC9gdd1G5j3H5nsRDC3wKxgBBCOAfw227hO//TX+D1n/mFvuO5WARUHzB9lyk6z3jVU1P5ge0T9icG7VFqwN4dBfijHjDZROs8FNcyi7WOvUyrCwW7L7KG6oj1aoAnznxuCwkcBrLoXSIeH5LaFkj2FhkVctQYRpuUTleGew4Lb1+TajizlvZ1SHeDU7S9uSzAj8VkyiEqiE3DTpPSe3lL5nSR1pcxS1Tvk6kbQLhBHshrABkW4uYFC7LkHFEEGd0wD/sHMLyRIuTxxD5MELu1eeupfiwT66BIhyCN5c9pYq+u6HVh/uiObSGGA6qtUgcsLC49aK67c//kiIcUamRj8cwkHxIwTGXJBCIL112CjvaYykyWNQhKe/L7ueaSzFqhOgfm3M+iujawO5WVZAaokBomRfUzEl4gYrDAWcfI0iLTjUiJVEm21nP07rPvVkjEhdqgPbKjBkztKdBJJrLoYQo65q4zCOsiTurFGpi/pVB8gWm3jYbpMpZdoFroCKfJ2GLBABhZXIQxE+qWxmEPpI/yUEp9CsAPgsRncV4PIfzOX+izz8Ui4CuNx7+B7hxh/rhTrmWWxPyJWexao7hJXH262Mo0sTtQ7T86d/qYjvuCbpK8T68eQgRnSYHpRj2H86yDvi+MJnly68wmlMxOQdLe7og+ShO7THYB0AnL0E2gjl48D9sGQJNWKNMCukUsPZlWrCAkevfs1nlg6pUDhUOqw+c8fljNqmG2haiouY3n0oDYHefW0tKSEshKeJk5mauRGsvbMGbZDDSpC4ZQXQDlWiLcEP3kAVp4dTOmCY8mdavZ7psX14nliTlF76HI+PDsYfRBTBr6QjyDOQ1iCzEH+hXQHfExXAwwBYHDABA2BcxGoxJr6a9SmUnAVWpw46BYXPZMdH3oW1SYUWn0GZpk5uSppCyaC7SyoCZoWqiHvHXqMyUZAocBwDsPty1iz4DymjKR1deE1lmmrMGBsuoIcKkR7TfoVOLiE0hGerKtrQDDUl5iFp4sUN+gV8SHHb/I5aDbHv81gP8zgL+ED0QDv/F4LhaBfgGsP0mPYxTxeWYhtAXXy+l10wUoN2Q14w+qXebAcDYxcs9endEJP1CtKuk/lzRc5vdDEXuaFLqjzJaYm6Mo8Uw5mLjLa0A/1XE7x4yZ5BFPz0NsMkL74ZivL6UsBiGz/gHAuLwEZDdiYeBmVewZO0ySKMlVKk7sQKJzjrp9ZUIzV1IP4lydm/cLUAPVpu27nI1tyaROWDJ264jJtJfofRiXZbROKm4uLYVZzuPPgGF2IM2dPIn2yd+X1eMBOubeIlliTMQenHGgxQBTJ48a31qYS6lNK0weAUdfkgXLkmlgLKG0lB3mbLLcnM7StRTPyQewf+gFKekl5gwdpwPePtL5dZVGe5xapzbHQHsW4E7oGNsp/T/sRVymUdwAJWMI87cJ8LYNX599gM4ndjBjKrvvkgaBz3uWIWkXoMUWnSf4UY/pg0ZAI4FgYeAWOponShtMWbDwY/jQgwoGt0g3+sUfTQjhf//tfPC5WATK64CX/i4Duia7gUE3Qu65DvBFJs6dPkRbZiCBkgJEfhBbRiZCd1xjmOrI/mkXxK7oudTULzxC7WPjDQQHbAHLfGjTEM2xPpeJXbMqNG07sjp8Dgxb8djvsxujH7N/Rm0qefvHtetUh5d2gNF1dK4xZD0DXEETZOS/m8NJPjtOopMStkdHUXvBNM7pVsHuMDI+M4171vArt+fwSNvOk3zUHZRVrLvHiTFX3ea8fYkys/t3JDyzbC0tZbVlwLDwAKvAlfYIvYHaMBC81igvxyWZYq/SvnQDVM+20kwZDlkmGGwC54epjZkHgDTBH0bvMvdxsJLaU0pEwJNrQT5CndgpLBEdSLuzAWbZw3AfhKE18NclConcr4DVV6jvMAAUW0OAd6R10j6FDHAPRVpc/URhOKjBj0DtzsNEaxcqLY3KpCOthjRf4gBkRmXQXKnfnQT4Vcr+/QBANC+MIUjbzdsaz1M5CMCPKKX+BIC/BiAqnUIIP/ULffC5WARGHOAQoJ2KoCR5zrhnHS+zFoji+QMAw7yErwy6Je16c6wTz3vFHZXmXO4pPd140hxlF6K5GUDMH93rZ0oFOViWdzzSQ2DVMAOq+4Hl9Claz5vAHFIjg9UZFlJQFJz5q+RNYdqlopaU0hhGwFUJJg2vQCN+ZL6tmXp4k8BhgLxfSEGc8IO8q5SohxO4KmmI3PRcJuMmIb4wsSUlbZuKdg8AkocOUmaX01Op8Tz4OBDzJ9pCTDxU4RHEx2hnqAm7sGS+pqjnsCzce8C0aWLXkg1Gawg2qBMFsU28fVqccmD4gLseUvQO8OOBzwN/tzdI1NxakZPsEb3cnnjguEMxoevTDRrDuoRli4vyWmH6Hr33+DVi/pg82h7G4LDgH/EYl9SFLb6WB1aSdcRmTOO+HXKtxozKJHzClxr9osgidxV7IQDAcDzATAYIzc63CvpGw/J9Vl0B00cqahB0b0e9EILyI5bVbY3nrBz0jwL41wH800jpWeDnP+94LhYB3XtM36Yiv3JhVJIBqFY6zJn9s7BoVzo2wxABT1gmcVnIegZo7hkAkC1EdaFgWvou6ueKWIenySdNykpELYIh9ETpM1nP4WeETPmkcMg80RmYWpVE6xQ75qkmcRk1guLG8iFqEMC20qKkBVKmIdtq2pR16IEbwzCxTPx+pHOZ1Kfl+JMRmnwXAcMjBTEwwkJCbTFIJF/TfkTPnELaCfKmMxPoUIcQF4EyOZAK80f2W3kAg4rZl90oTN8HKmbMlGvKStI56UYahHgODu05eHIcqpItmoUNJD0DZFHIMiNh/8RInibFiDeU5NcUDQeXDA4f07VpZx3x9fdsS3JdoLxKPvvL1ylyN+zDb3oPNQyJ1jnqZ03RdSwH1RqDMSOWVX7uPqhEI9ROAMIKTthKoeEmGg0vgO2CSjKxT8fpEDUISvcEDnNryuLaoLyh/QGA4rMWdm9iFz0KotwI68hB7bj9mZWM7rNM4xZGgHreFoF/EcCrIYRvudHyc7EIBKtw/f0UrndLjf295GMuHG/FM7VrFdR1EiLZHbD4ukaxZV+SLsSbFZCJMq/RphtE+cDKW74xurEfixY7hUO3y9yczmqEgme3mPYmDKFdJZ53P8+awkxZPZxrCprkKgqwt49YSztSDad+AcT9FgsM0wamcgqtkzOo4WAil0nhUKAFJIFWaeHL1LXMTQwJykYUT+AZxXC0gUi6BPpeUg+nOn0Ytac0jUJ9Ti+VNwrVtYp2F6bhRj2C4xyY08WOaxLJs5eUKyQL0eMSTWw0n+94ypDkeSQTWIxEdf08KcD7I3If1Uw59oMGNjZqECrRIFxx6WnL9uVOJuJmnAlyBpKid42QKdJHIHHEOg7YP0M6v4dsmryPQre06OYKHZdkmhN2IF0yhlD18IOG3zI2d6lRrIEZZyLlFw0K7gQmBItUzgr4oJ7Ccv0AJC4b+RT1B8LIISBXVv9ijOerGoSfBXCEb0N5/Iu6CCiljgD8ZwB+FeiY/gGQou1b8tHujoGH/wQ9NvtA7f8ycynTF/GM6YHB0iBq33EDk0N/F+VC5kHioloVQGznGGvvmfYAEDC1TN2+Ko2hUqPGG90R+cwD3CSl8OkO5d+2UbCTxDzqqR5dhcqxalhaODLzJ/YgZvVwtIVgWueoHWU2Dk3doEjUlLuOxsVqRiCxqGi9BXIraYniZZJ3dYjupOkHsyykVwQOc4RbbBTKNVCuucS3c7HMR/vi4sQe9R+xSbkesYF8WXBpg8/JNzB1yy2Q80FK1by8pNBPMy3JysMvHBTX2kNQgETma4PiRsWJsPqCRnVjoniQSmaZBoGPe8iia2kLCgDDTEUMBBhvN/94jOABFnxJNCz/ZaK5YaIxHGclmWPi6wOAP+5hJ32Mft0+kPMo4zzVJbB8Q6EQC4zWkBVF3JduVEIKGTDsDWImJcc4xw/MIftH1MMh25fcz8lQRz1Rt/cz0cjwD9wCMIwAhNuxjfilGg8AfFEp9Q8xxgS+4xTRHwHwV0IIv0cpVQKYAvgP8C36aBdXCi//9VR4/yAzrDgpcAkk9gvYs1WD1KsPQckDSmcwBqmbko09AwA2zVqqeLENc6Bb+eg1D+2BVkOzpEG3NGlX5ymi1YMeRZW5iRfV1nmfdz62CATAlM7Mj4VLGocLVN48BVpHcZlneqosWIIfiH3vMKGSS+7OmVgpYMonT8Dib+Rl8VLUmpIPaXFOymnBEMqNJxyBO7BJ5J6M0A4iUq2japh+zyDUQovU/C/Vm10xBoZH14dcFjFyVyMfo37BIsG8xSiA0PHEvjGwGxUX58WbROuMQrrGQbdtdo4OmT+H7J8iYyqpMdHhG7B/YplE+hFkYK2rNLoFX5+zpI9pToHhZIDhlo7aeLKFEA3CjUJ5CRx/gctmGwu708ljywWorLJA5ZgMQzBc1soW05FGIheWCfvHpdcOxYSUjXHpc2bRTzKW3ZKsWLojDqaWlP0H/q0wBJi1isHUbY3nrBz0J77dD/6iLQJKqSWA3wrg9wMA16o6pdTvwofx0Q7UVlGLUyNbGifWjEduBRxNuIRSWBr0x3UsZQwTHZ06mxPpGcClptpBFQGQBhotYDY68rrLSwKHFYfAIs5SB1FrylKkraPU3Q9onbkthKiHI1uDAOToY2Q1fF2kiLdk6X2Mjqg1pZSXhilGXdTiiCWbMALWlFNZVyryxbFZecZmPkampcjd7MSa4wAYlonrYIHyE5qQgiUFbhQ2FTKxJwwhgcQHoKXCCE+QpvLSpHyYeWDio1gw9Ap6ZyKGUF5RB7OoQ9iQ5YFpBBj2o0yEdjjzLjIZjjMrWGeQSkuHWUfe3UtzWdJEz74QPwdIFqKjR057QmIsxRO7KR280/BrKclYlNf0Tcs3gPLnNAou15iWdALC+om9uGMpScWsCaCg4Zlt97lNOovwMtfR2DtbRjSn0yN8q5/TPkVCxnHAsHJxAYZyCH2A3rKYbKtQ3CAa7xU7C9vYA0O51JTmK7id8Tyxg0IIfxuI8+63NK//YmYCrwJ4AuBPK6V+Dcjc6I/gm/TRVkr9IQB/CADqaoXJQ0IwVcec8axfAJUyhP1ToVsYNJL2HgnPmyf21QBdOPieZ5GdgpH68l6huiL7XgCwex2jMODZOmv0ehkxag7YP4d195wKeXDP5NGvL82o7j7MDPcLoI3oZ4whTHniqAKzTRgjGFhBfFBS0jHroPKT5ayl2GHUc9j0SSRnek+LVZPZMbtsYpTJQifGTKhtLAHIBC/iMm9VVA0DojtIEbGU72LnstyBdMJ4iZjyGd7vluvPW7KRnr8pwDA9j1lI6yI4TOfQ4zAqlQg+nodpMW7QnvccPqCSk1FaFskHxNo1DGkt4kI9F1sIPodHXJLJnDrtlY1K28lj4PjLOtI6zV6zfbkAwxkmqA4id0u20vl2f5AxXex1IBl0xLtCAocBQKtodw6wj9FCJ/PEY0RbCEwHaDPAD3yCN4Bdpz7fs3cV7JctCimrtdLvWO4biYz4qeL9y4OWLAu5jUFr9fOTCfB8+b8COYh6IGrZX/2FPvuLuQhYAP84gB8MIfy4UupHQKWfb2pwY4YfBYDl8uNh/4BmAZrgFZp79D6y7u0j+Ba8R+gBtRYmgkZ5DUwf0Y2luzK2agRYHRzShEINQ+g1KiP9/9t792h5sqrO87MjMvPe+7u/R1VRCCWg0Ejr4LTtA1Eapn21Ds0wgtrtMG07tG3Lco30gNoqSC8X0y5abKeZ0UFnrB4ZGYdWVKQtukV5NMo4PbxFXsWjoMriB0UVBVX1e9xXZsaeP845ESdORmREZEZmRt4b37XuuhmZ8Tjx2nuf73551JKNBEr79h4bWsMVpSulZDyrUT0rcrI/MC+OK1B3wdATYIR7sqNZfL6SNos34zZC3TnAsf9dDkJ8aJPLvKqjrvJodi6eE9JavKnC8vv2grF+3Wxqd8B0OMqKug2jXM2c6a4Rdk5wpjkITsgPZq1340dwPhcFT6HFB1GqrM7da5zDrn/A8FCJD6ZELqTzZDpT3jt3T+z9SHZdstnQKCiv53DOMWxfJb8bnD9jMk5v5xA3zmG/oNvkxglyzs6QBgnT4zhHyex8Ec5fNuvvXBkwuC4ejTJBJvlgDz/0UmOjXP2y2KmQt4JyJvrH6/Y12xQGr56ToZnSWlS2T8fJjfY9uzghGkxJnCFwIAyuKAM7S967Dy5+yhXdi2xpB3vsqYJfqM7O7MKS2O5c3OzJD7U2JS3s6mFyWRtQCqbNncZPAV+tqo2zJVapBC4Dl1X1nXb59zFKoHEd7ZOHK5/+HvsAPRQxuObF6t8X2RR13zontYBFLY2S1lSxO00pmizePT5JUu4dsL0ECmrm+FEyOwPGrizE0LyUaeq9ja5w5XtPLinJXgIuzDQxDtIozfo13DqYUNVoIjnhYyx9sxgfYyt1WmfqsQbVLZN8dqoN6cxFMvn8chybRLl9W5J5N04rRk5Hptb8xIVp7pgm4SlF40pLey0ek2HmOzBWffaCSmI7trlzfcCEcrpGMMNrZjaVJWT59yB40e0sJK3cGQvJTpwTZq5BOzghT97BWgCnsKYjU0bbVR09uWhmlS7kOBpN0xwEvW7LQlgf0MU7YfSXESNb7dKF3UZjq8k1oyvNziTNeHb3IBkMPB5+Nrks5ydKskg2Y9l7s1hL9zhn6uF549/KSkubGltpNdUkITmKGbiGNlfNfTp/tw3IOLC9vl1gwjgBnXqx++D7LvycCUN3FTi4vRDR3PgTZiKAEq8383QvYrITpeU7+DNawTbRQcAnSRvdNsPKlICqfk5EPi0iX6mqH8NUzPuI/XsuDepoDx6IePRtrgxzAiRZCrnLFnZC3w/9hLQcrx+77xrK24Hmnat+QbfRgMn+kMm+ybgaB5TMyUVr7V3ynYoKrrTDgeHVXUTP3n1CdBKnvGpaDTEdezbrMDH8HrV0ZIu4pSUCvAgmN3bfp1AQrprsDJjeaLMybVN5VxrCNIXxYvVH3ufYWe/ZjGkmqmYK8Ymkn3ceJHXUja4qo2seJWNLdaRhnS7vIMjezsXup7MQ6xgeZUJ+OsrCC1NHa4mMN5E/koanTnZN5M/4gqVk9qewM82oh5OI+OqAoY1x3/0CXPqk33OYTFmNj8zzF/oPUgPECC6X05LYkhaZZR9QHEk++ic+TnJ0U1rszs5ETi5kztTjS7Z16k22xtL+GBGY2mqqckUYPShp9M8Ntwuj60MGjpI5sRnqQWlp/zpqlN2j9DzC3t9Yw2yiqe0jiTW0fP8XeJnWpj7SxJXusK1T0xmWVcTJvn1+hlNDGdmSFry6cMgNIdsWHfRi4D+JyDvJRwf9D1UbVioBEdkFnsls15r/oKofrtj8nwKvsZFBnwJ+CGO7Na6j7SIqIjLBDhDbEE4XRRMdTYmOxznB7gsRXFanrVU/2R9wfMn8dnSDDem0D9t0PyE5N7VF6kCnCtdjBtcyAbB3H0SfcQoqzmUIh6WDnZDPirwltv2hfZgD5ZSDN7VP4XPXwyitPAqGNjs5b8IbwTbm8az3tN5PaqHblzaN8SOnrOIDEwUE1ndwSBqrP7weWO62+9pMUxifJvOsdx2ZGkzuXBw9k9EsnpN4kOezXQXSnP9gxysLcUGZnkuy0h6RouOI2HM6jh70y0KYnsODQ2c0jJHJ0ayhEJSGAOs/GAZ1i3z/gaMZPYPFF/JMnHB398iVhbB+oAu2hIKt1BldPCEeJlnPgIdGDG3OwegKXLgLRh+y53lgnPlZZ7kxYSXYXGa+NYbSLO6S8NQ0lj/JvjPnmH9W/SJxE5tX4kKpsxpbZpvp+SkympJq4mMluhan1OfoCux/Nkp7IQwOlcFxksqEv6IlbNdM4NeB/wh8kFlv41zMVQIi8lLgv8ZE8LwTQ93sAn8deLlVED+pqh8o2t7Wsi7qv/kdTQYZjRPOfc5WVrQUTS4L1+v2lezGnNw4mikudXSzWXV84xT2sgJgTBVcXfyDiPggq0Ey/KuI+ESQaXCZvJ7DvvVuSjVnIX0ucsmPdy+ste/HvDuqKYpyHO10NzY1VS7YHISLpjWlyyBORpqbEZn/ft0Z267SRXccmdOIbP2VwbEV7C7i5yifPeySy8A452d4dz/6x/ZOTnsfDKNcDkIyMk7FNK/ACvmcghKyUN3I8x/sGWpmuuciuBLjHHZlIQ5NU3lHF168TxhdiRhZJ+TgwBgJ0Ynr9pXkncP2PHw/znR3kOvdm6uh4/HwKQIhn9I1YowZV5zOhEFmyWUnNyVpG0cATSLjHLYF6kYPCuc+Bzd83OXIjNKG8oApLe1b7uJZ17HL0rZjHUWFodbppnaGmgr5MaBZBA5kMxGAyY6YXJI9NyvJon/Gl5TpBS/6RxP0JCa2Qnx4RRhcN6UhzHnFDA4iBmmSphJNTmY6j2UDWYG0VrbKMQxMVPUnFtmwaibwblV9aclvr7CRPV+2yIEbQUlfyuObBhzdZJzD4Pd1tZmMuxOSqZK48rxXhMGBpKFz5+6JGRzGuWqcWb2TfA5CmtTiePhxvqF1NElSegnIomZ8geLNQpLRAD3nNQO3YZ2pReRHV9xgOpglrsGNGh+B8xmI7Q+Q9gsYixHqXinpaJxF/0RT0zs57X1gcxCilCaz1nuYQew++7y7bWaTJWRF+dLSIyPoJl7P4WToOYaDqqPOep/uWkpmpDBKMmF6HGVlIa6brNSRK0FwLWJ4fcog7RyXIBPPwe1HMEGqaNOOa+cGVqhnQj6M/pmbPQw5rnu6Y/oGgLHcT24Im6eY+voA8tCA0YNRVqnzsjC6MmB4aIMYji0FmEzyx3OyKZJcD+LpTuRRaIGAL8hBQLNosdDX4mYxU9fPYk8Y257YYPxbk4tJZlAJMImywnsPSVqS5PxdwuhanNVnOk5sBJAtvDfVvGAvEureLMQ4kSWj7OKo9R7DZsct72+1eJuNEHoDeTroi1UbzlUCqvofwu9EJALOq+oVVb2PJRsk18HxI+DOH7EC4jhBbM8AMHHe+5+NiI+NWRlNRmlUD2DK3apPF0jOcpOEtByzy7pNC6GlbfHsm+IoDveQWgGfOIv33MBQMq7ez15kGom4pJdL5uWZujyEYWJmDy4L+Hrm+I1OYPfzkkogw6t6/QJOXDMNu3xsq6X62c9WIAKzvQ9Cn4E7F+vkDls6TkeSntd0h9nS0p5j2LWmTBO4Bpr3KQimdlGaSWvyEJxgH11T28kso2TSWcgkMfch4JFz/QNiU14aSLuvJSVlIWZoDgu/oUkyzEpDjPeND+HkBnv9LpiQY8C0prw2ZGBzDna+KFz8lJmJgMluHxx4pcqTST6T2xWn81s6jqLMeo+DKBrv/mUDz4R82qcaUDEzRbevyY4w2fVCji+4AorWWt+fmgAGx4tfjxk+FKeCff+yya0Y2NLTg0Mj2GVqlfEkAd8/N0ewZ9da0u/9irhFiWp+mYlk6EJv7fYt9RgudSx1E//A/n+x953SVoioiPxb4EcxlWzeC1wSkVeo6i81HOhCGD4QccvrsoQsUNQR1uQtszQKwbt/rq0j2LDOSRYaGSaWQV6w6CBisp/5D8bnvbC5C5JmnIJNMtubpmS6ntiMU2uNDw5g73NCNM1M4qIib+CVhch1+vLC7E7MOfhRM67MRXZhPIpmGJPsDfKCfTdrcDPZlbShPNjaPvZzMsxbxGbG5PULsDRUGsJ3YnIUXJatKQuhjK5ZBXUQ0mRJ6hwuvQ9eDkKyN8jov1GUFnWDLPon32jFs4qtEM1q3Rt/ibNwXRVZFyUDkBwN0uYpw2vC3udNQxiAkRfvbkp/H2d5Ael9cNfN1v5xFJ8T+J7PoKikRUh9+BE4fihlMiTtIT05J4z38SiZBD0/RYa2JPs0gsOYwRV3XrB3L1y6w0X/iLlPaZe9iclHKBHsfqMd84UEwl3y18Gz3F2Dev8e+kbGdMeULHEVcY0RAonLXHfPXxg5tiwaMeubhao+btFt60YHPVFVr4jIDwB/hMnwfS+wFiUAeBaP5nrhomobrFghfzjNVe5MQ/B8OkD8FPURE5vwcnLR0EzHN5pVTy4p073ENIMBZKDodIocOWoiYnAg7FkuM/6rmGjicQduyF58s6n/Y4XhcWKn/Bm9lOM9Q+eqX9IYZ/XaqJmdKCjqZmgmR01M9mw3L1f/Z+gsKu+lLigtDaS+hIxqEpOD4MpCXDdlIeI0kmmSZdrCTPe1sG6R2vIWaVin9R9MUzop8x+E/QIcLVBWx2iyD+PzynTf3oTdqXGC2mTB+NqAwdWMLjz/advt68D+fjAlPj7JsmFDQeOXlY6F6U7WItRVvixL0CqNYPKEpbNywRao8+sYXVSmFyZZ4EIicJTVMRocZOUuzn/a+EVcUTcz651kiWaOjvHyCmbGFSoo67cCSNJZjFs3KFM99DvPWcHuDI702bSz/SG5WUg0VtNtzj1/h4YBcNFo0Tjvm/tU8WVtBj9IosMQkaep6p/P+f0i8GWq+qGydeoqgaGIDIFnA69U1bGItKx2yyFTZeeLNlX+uKCdYCyZMBzFjC/ueMWlYo5viDi6yax7fBNMbpgYi91t7+igQyU6Iu2AtXevMDiI025K0cRaPB5VYNIoSX+PT7KaKbFrDJNO/22UjG/xhgXqfEfeMGa6m7V0dGGd5rwsR+vKQuyZ6J+0vo+Qy1aVqavMaI89Mc5gce0pjyzFZKf7w0NlcGBzEA6D1pQnxvchQRXKnGM4wrsnti2iZ71Pd4PG8sPMOnd1i1KB4iWaJa4shG1NmewaJZ0qs6kQHUZpefDhVROa6yiZ0VW1Fq4tLT4+McpW8/cgE9xu7DYXZGDi+LOxZQXe0hlHSQ6Cm00lvuW+K2kOwvi8jWa6kA85Vhv9E18zoarO6b3/WWF4bZBV6zzy8kQmE5snUi7U3ZhSeMXsHC0VKrCcYB9kTm4zo5oV7GDLf4/wuSlbuDGjAwfXYfSAXT7JfFzmXNT2MrDD9DoJrhJbkifwfSLyr4A/xhjmn8cE73wF8G3AlwM/OW8HdZXAr2Mqfv4l8HYR+XLgymJjbo5okgmg8fkB41t2s65DLpPxJiugLo2JhxOmYyuArkUmk9Fadrv3Q3zZ1B6BLEXdHAcM1WQFaWC5RVND0WSx+7Ycs6OWnLUevnDhi5aGQg6Y7g1y3b4c1eQif1xZCCfcxVpHpndA5hiWqRHkUVo2wikl7HmScwybbl/ZdY1c9I+bQfm0Ulj7x85AEhtmqzZuf5pGMkVpS0pznjLrGPbopdQx7OinXSUZJdl1U4hcWYgD43A8bxOyRleML2Fw4Hwhk7wvpKBYWb4pjJDsDPMJWcNMyLs8lLBEs18mO8tZcediZ1+7biZi1p2cn+brGE2E6HrM8Grm9L5wlzC6mlFPfvRPND7OJYehgTD0FFDYkjJNkPMpmcjPYZCgJSS5ezjZI0/JWMHu3hWXyOgEu1+SZPSAEI/DZ1O9LmZ5wV7meM/NMiS4B3MinRbGFigBVf1xEbkR+HuYcPtbMGH8twO/Pm+W4FBLCdjelb/ilkXkboyWWQuOviTirhdYyy+ZMD2EKE29N4lJ522sfnwUWYvde8Bcv11I21H6ZQGyEsezNfdzsfvTsC0eOaGeDGOIBmko5GQvNjMRW6Du+AYb9bPvomCsoHPhjWOIrE8gstE/ril5NJFU8Lvf43GWZRmfkPMhzMxCiqqO+sIxsiUtXFnswSgrK+2ybh3fvGuciknK2VrHsCfkc01hhibiJ52lRE5omHMbHJiopz0bYjC6KoyuCcNrbiYyzaKYwoJugbBzLTV1YGmxXSPwnWPYhXdmdYrss+CzYJHkBE8uuWwHpufIZmDnExI7q5RBgiamQB2YZkXxIZy7x57XlYiRFezgfAhZ6GOqsMqEjxXymYCPgszcMKrJL8JnKLV09rVrePa0veiemV2lNZnEzlTtuxEf2yZEVrDvPCC2SVFG2UTTjJeXXLTPHHrJnpfv23D0XujH8VtdEvzuxtwqtoAOArCl+P+N/WuMqjyBfwj8W1XN3UJVVWAiIo8HbqmjbZbB4Irw8N8zT2uWCp8J9dwUvGAOJ5oJy+jECsc0NDIoK01GY2A7mE13XbXLiMlunPYcHts+qK7B9ckNxqkoTtiNhegw8wFEYyE6hj1X52c8m1yWhXzahjaOqhprzsEdnbjoHzcLCXIQiqz3YczU+j/Slo5OsO9JGusNlqP1HMPOOQyZFZ9lEGM4XM0svfhIUuW6+wXrHLYOVOc/GPjJZePA/0H20vuOYVMWIvMfuPBOP/rHlF7IxuoLTtfRLHVCulmIFYauAmmym0VwoWQF6g4i4iOvtPTdEaO0gZFp5xiPbUetiuYn6fmlwkzSRDrzO/h19BNnvac1mZwD1RPs7jx2M8EOoCPryHecv7XaB15kmumq54wO865lUXY6Q8OUUUzuOqdCPnLOerdhQPc5y94tWys/FPLZdbNf5xzm5WNZFOsjvDeLqpnAw4C/EJH3Mss3fQtwPw2Kwi2KtBqjv5xm4ZoHMyuEZkpERIeO851mrQTBvGjDOI3dn1zYYWqLiZn09Kx078klI9hdWQhTCGxK4koqXzWWkQubO3dZiMfDjHdPyPPwUzWVRl1piBNj2abZz0FTmLRfMpaeCRzDuaSmYUyylzW4cZE/qcLaM9xzytPuZKGd5sJ5ZlsIlTRE1Y07PiSl2IbXleEBDL2yEIZecvdkmvd9kPkNzAqRtVqzbl+mnLQ7N8n17TWzDN/izeiaZJB3DE+dMEyrrZqObenzdBIRH0rqBxpeMVUth86ncB1LyTij4WRWsAd0U+4crSAHTHnm0HL3m8aEDtSR5HwGk73gXKxgl0Cwm3tgns0dx7Mfiy06mFGfqWAne0Znbn9uhpQtq5Artjjjx/HbQQp5+kby+y1EIOD9KLrIfXb0kbp1WpTaKll47ClHVZ7AL4vIKzHNip8KfA0Z3/SDqnr36odoHtydB6115apfOs7XZeF6Fm+yM2ByyUiB8X5sSii4muyXbK0YV+9nf0o0MNItGcdwnbT93/CaEQjxp2zP1+kgbwnZukO5shBejoKL2/eFoUw0b73nOigF9IwtyQwwHcWmJvs5FwIYcbIfZXyzFfBpFM1AyWcQa+ocNsc243WWoEzNLCW1DA+y7OHBwTSll9x55EpkB9E/wGztn92hV9QtNklZjm4a5h3DTsjn6CWXMTw0oatuljI5pya5bOhmc4KMTYE6MMJveNWE5gKMrkUMr2fZ0NHxxBQOdPfElTAus3LdzCJ14GeFzAotdy+7OBXqNp7dWOpZcTp3LrnKsVMlsoEJsc3qdhThwM62fJ9W6p9yM8x51BKe0LZZ2rneyRLM/nzBHtFMsAdG3My4fEMvya8T9uWYOZVVWez9TMBAVafAm+3fRhBNEgYPGQ+nDk1T+eNLxqQ9uikybfJuNOtOLpmyENHAvAzJBDgy8fpgasXsfh4u3GWXjyKiSdYL0TzM3t3XjIJyVrxPLfk9h1PrPaA1cn1iLWcNmAJ1OzETm6A12Y/TTl8uByHtObyrJMN8GQiTzexN3708g+i6tfzSbGdXlM4K9kO1tYucMJyll2Ya3DikztUs+ieXQbyTL+qWDMUI75Ev5EOfgSforWPY+RAg8x9Ex8Zqd9z03ueFoRf6ODhUouNpeT/aOo77KAI30yhyoMZ5Siafa+EJ9X1PSWEVs2YlLuIj00c5x7MfSY6CMc+cy+K2ytt/PEPB61vmsfe75DuupfkTgeVeZr1XIrXGs2X/8+xvRTPO4FTKhLCSN3BWhS1TAiLytzBte1O5rqr/V9V2W9Fo/ujhEXf8uLXGIyUZJ6gNX4yum7ZyO18w6164K07rl0P20mhatUtzyUS+vyC2VntqWdmWeLmuZeOKpKZBRDKy5Zj3TFjniU29P7loykKkPQP2bRSMM76mIGmfg0ywg6kbI5NMQDj/QdoX4UTTLGKAwVEQ1hkoqKLyvDnrfRh75S3y/oPpKDJVR71kHp9aSstEDP1lr1+AiyhJ21M64W7W371fGF7PmskPDrM2m9FJkibKmesQ1JIvujd+fHtsBLyzzg1f7RV9s9RTFuFja+J4YZyTc0piY9p1qLimJzIRouMsE9rRMY5qclZ7jmf3ZpJFRQPzpR/ygj0V3AEl437LC/lZOqdQyIZDSPK/lQr2YNvcs+XTNkWoKWxX7QOYwRYpARH5LeDxwPtJ3fkocDqUQHwgPOxNxvKPrbDLohBsooybglsawY9/jk68om7HibXg7dOdeELeFRLzBEnO4h1ETC8Oc92+ji9JFq56oy1xu+eyw0zdIbHWeXxkk15caelrgkziLDrJL/A2tpnOOUex5ktcWIeq+X2aK6cw0+AmKOqmQc9h40PIqApXWhps9vCIrF+AteLTaJ84Tz1JgqFk7NgHB7ZFoN/F7DBf3tt0yHLcdjIj2Eudqo6ecSGfI5uV64V8+mUjHB2TltDeM72iHc8+3VPUq1vExIU7WsF+aBTywDlQvQitlGf3Qh9z98K7H+YcAMFzYktO8M9a63lKZub3Aqt9RnB6AjmkZXLLwe8zlnuoANz+xfu8BDbulFWKL2h38SRMUm/jK7cdSuBE2bli6R3rGBRnySdCNM6yVUe26JYT8jNVO1VxbRDBKA/XZWq6u2ME+0UX0mlzEFyD6wu2wbWjeQ6V+CAT6vERjO6OiCZme8e7p0kuU5f4YpZdWemsFISmNIaxeD3e3e/Z6xBWIPVaOiY7sbHYHVVxzmQPO4vWFGzzrPeBJ8xhlhKbZtE+MjX+EmfhDg5hcODlINgOZqWUjNc7OV0OkIuSGWaNVowDOcr5E6Yez+6yaifWVzLeN1a7jlKJDFNJ8w4GB4aOOXePOxdBplE2O7TOVDc79Ms2pGPNWeuZEDex+WQlL4S8NR5lgj2/7PZVQMkUUSb2uyjwAYQKYNaq11JhXcjb51Yo+b3K6l8BViWrN66ImuFDwCOBe5puWLd20COAfwl8qar+XRF5IvAUVf2NpgdcFMOrNvLEWr+RH9bpZ9q69oGOnz5vLPexpWSOL5ns4WPb13VyaUqUlpZOSI6FyNUpv2b45vN3O9piSDQdZjMFm+SSRmc4oZ9G/+TbUTr/gXgKaiZ238E5H10Owt7QCHZHydia7Ce2AulkH8bn8vVVfE49u1Zu7PkM4sGRiSxxCs30G86E+uAoyWYhdiaV0WQ600ylULB71rtfh99Z7qkCs8XqUsF+LuuLMDmfCXbACnfNci2Oo1Swg8mqdYI9d09c+W8748jRHJATvGFEj9+0Jl222+QoGcnnIMwkNYXCKxSg6lns3nJh5Ez6uURyFW3rHauOIPV7DM8kdJXRSy1i7Yb5dimBm4GPiMi7yFcR/e6qDevOBH4T+D+Bl9jljwOvBdaiBKJxwvBBc146ipnuDTh5mOEqTJZtVoL5+CYYP2xCZEtLx4MJ4yPAlpYeXLXliD9jlz8+IB67pjD544ZRCS5uOhXyY7UKyQrHMPonSfKRM2FDkjCs81zMeM/lIAgn5yVrjrIP03OaFc3CvnR+1uVE0llHfAzRNc/JeOKyhs3y4EjTyqPmd81XUPXabDqKrEzApLx77AlKv/2fbTKfK252zit5YQX71Ma0M0qAJCfYY0fHHGSCHUAmkWmWknZcU9u5yr+PobXuC2LJ4tRhJkqmKPTRcfP+7+Y6MCvYYcY6zxqvMCPEi+iZSsFecqw6CJu1V6FsnUUUQBOhHoaJ53fU/Nh1j7lFeOmiG9ZVAjer6u+KyIsBVHUiEorM1eH4hpiP/5AxBeXimOHumKkNEZ1cHzJ4UNLS0nv3wcU7B8S2jV400VxClkZJmkDkkDXO0Hz0TxqO6oUP+rRMUdVCr5H8dG9kmsGk3b5MWYgTR1VcsD0DHFURkVIm0QQT9+1xz6MHJEu9t9nDsSfkB8eZz8CUmS6YhaTZqYYmm1d5MefwHnrx7LGLBrJCfUfSFoBgyy1fMIXbzHVIbCaq50A9EWIX0XO9RLB7/WvzgjM/YzJjdcvksk/DKJmUU3eUTZzn2V3oYyklE9IgnnBKSzf7Fn3Rsoe5XPsKhNCmBFuVwK81rnCdshlVW2hh6iEij8E4Zx+JeQFutaH3N2EM6cdiSvJ8v838XWyoqn9mGZtvtF+9y5b6r0RdJXBdRB6GvQ0i8s3AQ41HuiBkCg/7Cxu7fxARnYxyvYRVvDyBKLPSzBdZaCeQRv+kSVnTJNe3N9dlylmTuV63XmvKvZjxea8sxCWTYDa5aP0Xu0bhpGM9UWRsQgPB+BD2Pidp5VGfnokm5GYd0dj2DHCC8dieh0/JTDzrPYzdD2YhRI46sw7Uoe3d60Ifd6OgWF1Wlnhy3rRs9Hl2mXjx7Ncjhv5s6zC2Bes8ZTvW1KmfKzFAXmCbFQKKxdEskCr0rNbPLM9OYK2HpcZnEAhin2uvEuxzE5YKKJm54Z41sQn+fWZ2VYAwwXNhpRYI+7XQQsuMN48Jpvvi+0TkAvBeEXkz8I+At6rqy0XkRZik259Z9CAi8v2Yqs5/irlS/6uI/JSq/n7VtnWVwE8AtwGPF5H/F3g4pmDRWhAfw+4DNo3fCXknzBKs4y5zqMYnWeZtWpI5bMge+BDANIVxbRzBtKY8tn2HwZaFuJCVhWAKHCmRFW4m8xRGl83+onFkFZBZPes5rOmy6VaW0UuRx7vLNAtXNRUhM46jyILPh3hGaUMVMC0eXQQQwHg/4uS8V5b4gi237LUAxCmcoygV7AA7l011VecAN85tz3K3jXdyvLHPsUf55igaRwHlQk6w+78lrlyx/1tguRc6LUOB5Pt1/OW6Qr1EkBdSNP7PMn85xCYpicZjU7L7XGa1h58bHK/suCtTCi1ce1W9B+usVdWrInI78CjgWcC32tVejRHeCysBDFX/jc76F5GHA28B2lECVot9C/CVmFv4MVUdV2zWGkSV4VXbsajIueonM6V1zW1Ehk0um1qu/eRCnFYeBTi+UU1paSDem6CJcQ4DxNeF+EDSpiH7dwvReJhSMK6nsN9c26eeZuilMLnMWe5BU5siuHNyfRBMZ6UoLZkdZhCfXLSC3XYxM6Wzp2lZ4ujQ9ENwZYnPf1qIj2Ii+/vgmBwtJtNJcSIQGV2S59GjPM/ux+rP8OxWMQQ8e86BWuJEnXGmJnnevXaiUrDfkJKpK4xdo5d5mLuvecKzIeaFjFaGk7rlqvMuE+5Fyq4lYb0uB/G82kgebhaR93jLt6rqrYX7E3ks8HWYfu2PsAoCVb3HtupdBlFA/3yBfBpkKepGB8XAM8iy0b5LRFDVVzQc6EKIxgk7XzBhKzowtMV032bZ7sW23o8L68ycwwDx/hiJJmlfV64Kg2txVpP9sjC4w9A70cnAOFZzU/1871MT/WN/n4Y+hMQ6ijOqKedQ9WYgkAl2PGs9tdwtHeOawpzYxvInFy3PfsFa7fZJ1Ykih6R19EdXTc9a5xuJj6I0x8KNXZJJnmsPkK/iGFTe9Gi3MNvUFGmTbPruePkgvj1/sNnlnGAPLXWPhzffV0irOZb7zHfzdtM2tx3ur6GAC8dTKMjtegvRMzXH09TJuxUh+PWeiftV9UlVK4nIeeB1wAttg64lBzeDPxaRPwF+2y7/N5gGYJWoSwe9ATgCPkh5VZWV4eRCzJ3fY3iLk4dNiS6eMBgZc3w6TphcGzJ4yFzU4RXh3OdgYOv9DI7i1DmcIcvSVfEsd1s50XcUm2YW1lK3Aj7tMuUEvD8L8SmZQWzKFnvlFCa7UVYa4qJwctF0MAMr2G24qkQTdBJBWpbYKK7zn7azlGPT7CYL21RbEMxuX3KXQgdqvpGLX69nlo7JlRgIhHpYBbKQKvAFtyfk02XfeqceFeNQnrlavIvc7iqs9xnhuQRU6sv5wmqZAeZFzNQa95zBLCOo5/k62lAAq6bJ5kYjNd2Xacj1OuA1qvoH9ut7ReQWOwu4hSV7tavqT4nI92FqvAlmRvL6OtvWVQKPVtWvWXSAy0Jj2LnffL5wV8zgcDcVfjLVzDkMKZfsBJQTMKkgnwZx4pM59IxzEqfJPpLPQQgSssa2KczJJXPsk0u2AqmrNx9NTG9XJ9ivRgyvCOcv2wigkzjrEnVsQjizxhsTZnrXAq5CpRkf6UudDCQV7GCt8wFBpyiyiJ8yByqQq91ukXtB3KV32c2aXXezM8e9V9MwhfsP1mv6ctaNgS8bS5XUrqtA3PJSCqfuuRcI3lAwN7HI584UC9CWAtko2okOEkwo/e0Bc3Ib8Fzg5fb/Hy57LFV9HUbZNEJdJfBGEfkuVX1T0wO0geF15dJdtjyEE2x+BEnidQez2akZJWMt+6CA2ExtGUDjiOnuIFda2u/2dXLRNoVxpaX3x0g8IbEOUg5j4isxIzsrcRVIB07oH9qeAM7Z6/PsFjke3I9fj5x1HljuXskB0zPYLBc6UH1hXiDYIeDCnUU+8QS791s+Fr9ISpTsu2S9ub8vYU3OdWAWblD+Uyg8q4R8kfJs5BOoGFuT61DHD1C2zSLycOuTx9oZ/1OBHwQ+KCLvt9/9LEb4/66I/DBwN6YrWGOIyJ+r6tNE5CqzRKOq6sWqfdRVAu8AXi8iETBucoC24EIjXXKWHxpJEiRkAX6Gpw4ipq5S57mI8fk4FezHN5g/sMJ9f0I8tKWlJ0JyNGBwxYanPiScuwcGd1qhfhAxPPDbU6oR7LnwVe8kXEkBv368Z637zlXXhMNvXej3p01bNAZRMXMt9grB7lvvdTj2JsKsiUAoq4xZtq+mQt6vK1WFqmMtIlizjd0G/sbz970MwpnAUoq0CgvMpsr8F5vyH7ShxGzDrbIz+I4W9v80+//CovuoqwT+NfAU4IOLFChaFjJRdu4/Spc19mq0nxsYJ+q+i/4x2cOu29f4xilyfkxkBbtOhemhEl81pz56UDh3r1k3/quY0bUobbBuMoIVSWwvAydEwxfVj3oZCEla18iUUZ4R7FEmyJPBrGB3+yqz1nPXxqdcvDLDLuegaVRMbr8173TbTtU6ykUCARpmBDfBIi97WfhrFZYZZx3Mi/5ZSmEVYZ6yrXFu83wFviLYCD0UzHS7DhH5LVX9warvilBXCXwC+NAmFACYSJl7nmJiH49vMk3l5ZIRzMPdE6aTiOmBjfC5IoweFPY+b7a9cHfM8Lon2G3tGJk6wa6Zq9tLSDI/2plErr2fz6vn2+Y5h2niO1dzy8VWaCn3q1nxuZRX9y13xWu3OYtonBWIa8ovN7aum/LuhTtxK87Zf0NBVpfuKBxH6U7z4yg990X2vQjccRr4Gyox516kq0TlSmeeD6GxcHfP3rqlT1d8E/Xw1f6CiAyAb6izYV0lcA/wpyLyRvLFidYSIjo5R5qwtftF01R+eN3Gsx+ObMNuS8FMx9ZZnN3BHO9vHcdpPXmbqAQer542ECHXlD4tMTDwln3BLoGsdJSJ9zDNWueeYM+FQlZz7D7CuPb0+zkhoE0wo7wKXspCxeGvX7bvEgFfJ7qlTgTN7EYF+62w0GsL+pB+WzGWysSdgzJjZSUO3zrj39BsoOuwpXx+FtgTkSvua+AEKMxXCFFXCdxp/0b2b63YeVB51J8Z3TNT/lbIO0xj06c1tdat9Z6jXIJG5PnfMsudCJLgZcjJChd55IqQelSMGStZqzz7e9hsozF/PAeLJPvUteBnfAu+EigTmjUFxjIKqvYMx7fcG/gEKo+frI6zbpMGWXaMVdb73JljkSXf1LIPn7eKmWkb6EyU0hyo6i8AvyAiv6CqL15kH3Uzhv/HRXbeFhTSJCrT3o88RZNbJu9AHWT1ZIA0DLLs/oaWeTzJ8+w5KzKNdw/25r8wDR+kth+8KnpgbmhkbmVvtWj2u7L9LzKuSsyZYVQqnyIBUjWjoXy8mw6FXOvxa87sCtevUMy1sGJ/yjZDVV8sIjcCTwB2ve/fXrXtXCUgIq9U1eeLyBsouI11alW3gWQoXL/FDNUJ/dSSd1EyPqUQvtTkufRoTNYgJRTswYNbaLnX4YwpGMcaLTs3dS+jibIVvX02tJBbt+DnYMahWnKNq3dUvV1bVvOiaEOwN3YC13g+CrdZwjHceWzBTMBBRP4J8ALg0ZgWk98M/H/At1dtWzUT+O+A5wP/03JDXA7JEI5uzD9VOYrFo1wiV0mhpCBYtr1m2wccfYjGCTVLPDxLH0vy6/h5BrX3uWZUhYQWXs+Ksc4Thk2x6HUJ/RXrHEut9XwhXqZUfQqm6j6dJviMwHbgBZgy0u9Q1W8Tka8CajE4VUrgkwCq+mfLjW85SELahLyIZzff5y32dFurBOq8FGHsdMiDFpZDKNjHzPhDtqiJA3SOkIcK4S6zgqgV1OBjCwVelVVZ9LloN/6tbommWXRmUsdZukxW7vwds7wgDv06p1mwN8UWzQSAI1U9EhFEZEdVPyoiX1lnwyol8HAR+YmyH9cVHSSJKaOQ+67EEi6K5YfyFzEngMs0f51wwAaYa2GEx1pCgCwVOTKP/5WC61BHwDcYyzzh2koRtwoUGQNFx24lNHbuQPwdhTteYr9tbH+KIWyHY9jDZRG5Afh3wJtF5AHgs3U2rFICMXCeDjwuabx8AWbS9Ius+TrJPW1zwaGVFRxn1cKsqcIqTWRq6gRsAXWUtltvqWzkJbfxldVKhMbG37x6aHoftgJbdD6q+j3240tF5G3AJeCP62xbpQTuUdV/sczgbBnq9wCfUdVnLtpWrczxWxrhUkKbzDhMG6AxFeQUUomDuDKsDloTAvOSrXLHm/NbHRpmUSwqQNrk2xcdy6kTfgtgk9dgJQqoJoXcFYjILwOvVdX/1JS+r3IXtvFqvQC43Vt+Eaat2hOAt9rlSrhsWecEdn+Ox0///Ho6/vZaIXzn/bnVgmP4RdlC+iD9mwZjT4r3bTYMPs+5+jPnXTAuJP957rmG4y54AfxjNXkywv0W/VWh8Hxl9tq3Mab5A/H+b5GQWHX9nU3V94EVCuukxl938D7gn4vIHSLySyJS2ePAoUoJLFXgSEQeDfxXwP/hff0sTDs17P9n19lXKHDdX+MXueg3yf5mBHwg5F0eQeFf0bGl4i8c3jxhVzC23L5qKLO6Qr7SeV0wG6u6F+F+qwT7vLHMu89LKZ0KQyDnQPVovU0KwbOOVSbrLWu8rAuq+mpVfQbwZODjwC+KyCfqbDuXDlLVLy45tv8F+GnAr3BXq62aiDwPeB7AaP/GpS54KdftvvKsu7nHCSkmq4RCqqlw30VjKRlPfoPiz4tej7pce+E6zvIJpt+L+B5KHdkNMeP8XlYgLLF9eF7r5slPJS9fAys75+28ll8BfBWGbv9InQ3qlo1oDBF5JnCfqr5XRL616fa2T+etAPs3PyZ3O+YKnbo+g3nbh2OpoGVmPhd9l9uofDxlD/Si1k6rkTJLCMgiCq5yd2XCXYPljljh4TmWzbbm/d7m8deJRY69jEGycmwZ3Scivwh8Lyas/7XAz6vqg3W2XZkSwDRT+G4ReQYmjfmiiPzfLNhWbe4D00SwLyMw6m47h6YoXL1KaczBuiOI5qH1l7cjwr0uqmaBZd8te8xas7gVC7RFZiFtjWlVM6BOKKP6uBN4iqre33TDFktp5aGqL1bVR6vqY4HnAP9RVf8hWVs1aNBWbS7/XsHpwyy/XJt7D/n7Kt59zoPT1Km5SYdqnWNXjqXGNVkISyjNRbepC/96rMNXMO8ZWMa4WCeWdfSvlA5a8F3fAG4Fni4iPwcgIl8mIk+us+EqZwJlWKitWmEpY6h1I0KfQG65yFoLvf5asJ8GaJWSKT2IW7H4uKG/olRoF+2zaL0612KNgmdRmsV3+C9yvCKfj/tuHZZkpQN/TVjmWF2azfrYsrIRv4qJV/p24F8AVzH9hr+xasO1KAFV/VPgT+3nL9BCW7UUTRyr1LuxoUCp+5C1yYs2Rdl55YRC0TohVTbPf7KkbyAnOBdwJqfbFqCuRVyHt6+DeeOoQwvVQR2ao+55h/trg0IJ91c1nkX2W7QcYiXKrnuWfhW+SVW/XkT+AkBVHxCRWmX/NzETWAzzrFJ/taYzg2DbIoHRdiROXSx03HnbhOPxH/QlBHxdB9+8SKllhF3VvuoIyrZmAnX2VfeYizzLZUI5FKRN9111nqt0DG+Cm/cZ4C3B2CbmKoCIPJyamQxbowTKLN0ia2fufuZx6eFvdfddQS8VjWEh1KFrmoxliae8ivYIuV1fwS6iXOvOBNxx6+677ZlA0TOyqFBbZl9l96TJTGCR+9Nk2zYdwyvBds0EfgV4PfAlIvIy4O8B/7zOhlujBFZJyWQbzx4zNzsI6ZJ0xYqxNOHa542pY6ZJlSW3jPVets8qLGLRL2PFNhXwdYyUuvsq2l84E1hm3/OO596LtnwQ88a7ETpohftdBVT1NSLyXgzVLsCzVfX2is2ALVICDuukZkJhposeP3Tals02FuDJN/mghrxt+DkU8uuY5je9JuuYCSx6vDZnAq35nkqEfhOFVeZnW8Tfs1JsgRKwtdgc7gN+2/+tTsLv1iiBMoGz7L5yCPnx8IVb7rCtW/LzrklTymER4dT0mFX0UBsoo0HKfm+qNMLZ4SKKrcnz26bR07bRUOQYdliFD2HeOFqHllPQHcN7mY3Xc8sK/LWqHWyNEgjDPOdp6cIHrMz6rkPvNHjIVmWdL+roWyaqpgxlVmaVIFilRbdMqOQiPoRFZwJ1xlOGoqiZsn23ca2Lrov/PLV5f+fdvzrGwkqerS2YCajq45bdx9YogdxNnndzKqz5me+KImbKdl3Tcl3GKq8rrIum1FXWV5uoOnZID63TMdyUCmnTJ7DI/hb1dy1LLVXto8m5tUEHNRlH02Mvgm3yCYiIAD8APE5Vf15Evgx4pKq+q2rbrVECta3zcJbQdKpYQ2DMe6HmPThNHFx1YqWrhN06H+I6IZrzxrvMiz4vHr5q27ZnUE0F3Lx91cGijuE20BU6aGXYhjFm+DWyZLGfp2vJYq2gyYu14iiaNumQMsVQZvmHL90mX6wqJdVWiOiyNNMiM4G6+6wz61jVzGDecdqig8L9rWJW1VVs2bmcgWSxBliFA6zoM8xa/0XrNrH+y34Ll51QnfdSrvohLsvRqCvk684ElhHyVbOzKpTNyBalgdY5Syg67jwjos6x2/QtdRpK15rGVOH0J4v5aCIs21AIId9cpRSWPU4RqpRP1XZt897+92XKoErIr2smULSPumNpcqxNCPgmdFDbxz7NELbuGp3+ZDEf8wTxMs6zJsf30ZZSaOIYruvoW5TWaLJt0frzzqVIma5qJlC0r2UMg02FdzZF0fOySqG26v1vBFt0PmciWayKagitz1U9kHUs8qLImDpo4hguEmYhPVTnuHUs27ozgbIZQbiPNnwCTc+z7r6LUMW1Lxo11hSrmmW2gVOnAADR7TopVf0o8NGm262sn0DbcMLWCboigef/ObRhVYXj8BGOx+eM61A2TUL3imYc/nVoctw6KLqW/vHm3YN5y0X7q8Prz9t32T6L/sKxh/tf9DrWOW6d81t2HGVj69EAWvOvBkTk6SLyMdsE/kUrGe8S2JqZgEMZFbQuh1UYoROOxx9TnTGUWftFln+43Twaquq4ZahLDxXNQsLPdZ3Wi1BmdYXaKu5/U3TBSu7CGLYNrRhSxln7q8B3ApeBd4vIbapaq//vOrA1SiC02sLf2nTQ1h1L+Dk8dlOedJ5gLIvuKFt/UTQVyPOWV8mJL3qN6+6/6Fhly6umIHtsBi2VjXgycIeqfgpARH4HeBY1m8CvA1ujBByaRsm07bCqQzUtOvVu4hhex0xgWadx3ZlA1axnHub5Y5pgEb9NiLLZUa8cthT17tvNIvIeb/lWVb3VW34U8Glv+TLwTcsPrj1sjRKooh6K1itaXhZNhcyijuGmxy3btiltUlcYL2tNV+1/mWPVPf46cFYUwKmLDqrvh7lfVZ805/eip7dTV2prlMA8Osj/fdXW1yr56CYzAbd+0Wd/m0Wpkibn6R9vkWM1xbxZxCaxagNkGXTpOm0N2rlel4HHeMuPBj7byp5bwtYoAYdFhd0yyqFq5lFFCy0yE5jneC3bpgqrFOpV9E/bx1tmm3kO+B49gDaTxd4NPEFEHgd8BngO8A9a2XNL2BolMI/7reOQXOaGljljy75bJNol/FzHqqzDu6/CgbxohMwqZmlFyrJq/4v6H+rsr8fpgSTL31hVnYjI84E/AWLgVar64aV33CK2Rgm0YQm3gSKBUxUlU7Rt0XdtcPCLUhLr4N3Xca82IZDDXIkepwBKa8y9qv4R8Eft7K19bI0SKLPG1xkaWuf4Tcewilj6uvuvOmbbKAtzbWOW1kWcpeig03iOW9JZbGlsjRJwqAoJXIdjOETdmUDRPlbpTC1ata3rEtJY4b6LaJkuO057LIdT6Vs5bedTgq1TAm3Fw7d5/DIsEx20iAU/8yJqsSJYB9Z1T7oufLo8th7zcVbu3dYpgSIhuWrFsM5M2GX45XU+tG07V9tCHaWw6uig8Nns0vXpURMKbFkBuUWxNUqgLndeZ/tGL6VnTdcN25yHVSmnwplAj41g0dlcj26h9wl0DE1CRIu2W1g4Sv1jhcdcB7bZIj+tqHpGTqPD+DSdC7SaJ9B5bI0SWHYmsMh+3b67mli0ybFUOYbPMqqel9N4nbr2biwN1Z4O6hrqZgQ33dfc/brfKoTcqhRU17FIHSU43dckxKkTjmcIZ+W+bY0SWGVUTvmOmo3hrPHyy3LfZ1EpnFacynt4Gs+pAFujBBw2/bB1ISvWYdMKp3d89jjN2LSsWRe2Rgls7IYolXTQJlCkADatFJpim8baBGdROW7bs1cJBaan6YTKsTVKwGGlNYQ8gZ/tuOEu1vQyrKo43DpxWumgPkT0dOC0PZdlWFmjeRF5jIi8TURuF5EPi8gL7Pc3icibReQT9v+NjfarxX/tDHr+z2XlIdooo7wIQgf3tgmdVu9dh7Cp56FHy3ARQvP+TgFWpgSACfCTqvqfAd8M/JiIPBF4EfBWVX0C8Fa7vLUoyiFwQmAVgsDfd1Fmai+AevRoB2UGZ+vG54axMiWgqveo6vvs56vA7Zh+m88CXm1XezXw7FWNYR1Y94NQ9gD6SXHrGlN4rE0ooC4WpTtNAuLMQmv+nQKsxScgIo8Fvg54J/AIVb0HjKIQkS8p2eZ5wPMARvuzjNGm+OSmFUPXiXU757pw7os0lenRowoCyBlxDK+SDgJARM4DrwNeqKpX6m6nqreq6pNU9UmD3f3Z/Wp3efBNWYLrpoPC86w673Vcly4ogKp70FN22wFRrfw7DVipEhCRIUYBvEZV/8B+fa+I3GJ/vwW4b5F9d/FF8qNCNjW2dSqgpudZ5Mdo+zpt+pmoW1uqC8qqxxycITpoldFBAvwGcLuqvsL76Tbgufbzc4E/bLrvTb7o85xCPkW16hc9PNY2YhVj3/S1OG1Ow7OLGpFBp2QmsEqfwFOBHwQ+KCLvt9/9LPBy4HdF5IeBu4G/v8IxrARdqBLZVSqsCVZxnbrgE+jC87FunKZzcTiN51SElSkBVf1zyiPvv2OZfYeOwHWjK8lAviLYhgd2G8bYBqqej9N4HbqgfFvHKbH0q7B1GcOweeFb9/irfDE2fQ2KUKWQuqqw2r5PVU5hh65dhx4e9OxEB22lEugqFbLOcXXhGoQWb1Oh1hUhuCq/xKrbnvZYMc7IvdpKJeCjyy/VuhzDbnnTOROLbt/le9jj7OK0hIBWYWuVwCYFRyh4/XIRRb+vagybphaW9Y30wr9Hp9Erge3Api3gIgG4Dppm01RQ0RiaWvb9TKBHZ6FA32i+R1NswjrvkiDdVp9Ajx4hhNOTEVyFXgk0RN3ID7e8LjqoC9jWmcCq71OPLUVyNqYCW6cEQh5+3Siy9jcVDx76IzYtcLowE1hkn6t24G/6vvRYAD0d1F10zSFaNTNYR4SQP6ZtQlcyhntB3aMIPR3UYWz6he0SDbPpa9GjGXqFs0XolUB3se29ddtEV3j1HvWwbaU+zi5OT4G4Kqy8n8AqsOlKjX2VSIPTch3WfQ6n5bqdaigw1eq/JSEivyQiHxWRD4jI60XkBu+3F4vIHSLyMRH5L5c+WAm2UgnAZmv21z32Ol70TQqULvZ06NGjLaypqcybgf9cVb8G+DjwYgDbj/05wFcDTwd+TUTiNg4YYmuVwKZnA/44yrBKAdlzyz16rBhr6Cegqm9S1YldfAfwaPv5WcDvqOqxqt4J3AE8eekDFmDrlIAfEtkFS3TToapduAY9epw6KJBo9R/cLCLv8f6et8RR/zHwRvv5UcCnvd8u2+9ax9Y5hp31u0kKpCv9BKA7NZR6dA/9bHEZ1Lb071fVJ81bQUTeAjyy4KeXqOof2nVeAkyA17jNigfVPrZOCcDmo4O6IvQ2HWmybO2gHqvFOu/DqbznLUUHqerfmfe7iDwXeCbwHarpQS8Dj/FWezTw2VYGFGAr6aAuWL9dgLsWXYmSajqWLvh0erSDrhhGrUGBaVL9tyRE5OnAzwDfraoH3k+3Ac8RkR0ReRzwBOBdSx+wAKdiJuB/t2qh0vWHfZ3WeN9PoMfphYKupW7EK4Ed4M0iAvAOVf1RVf2wiPwu8BEMTfRjqjpdxQC2TgmU8dDrEiRdqh0Es4J0kwJ1G4X6No21x5qxhmQxVf2KOb+9DHjZqsewdUrAoStOyU3VDtr0ecPy7SXPAvprsqVw0UFnAFurBM46uiBcllVEXTiHHj1KcUbKRmylEtikFdwFCxw27yBvA2dhBnEa7tOZRa8Euoui0Mh1CpSyHsPr7HPQhZLay2Ibx9zjjEAVpivxw3YOW6kEYFYQb8oxXNVvuG10yREcYls7i/XoUYh+JtBdnOUpdnjeXRKkXRhDjx6toVcCPYrQxNpfV1exrqBMIZ1lpd1jW6F9dFCX0cUm60U4rQ3Mm+ZF9Aqgx9ZBQdeTLLZxbKUS6LHZ+kllSrhL1FSPHkujhbIQ24CtUwKhI3gTM4Ky6KBNjKFL6OKYeqwHp+7eq0LSK4FOYtOZwvOig4rWXRWKrO6ucu9dHRd0e2zbhFN5HXvHcHexDf6AdSB86br6EnZ1XNDtsfXYLLSfCXQXofXr/+/SS71qx3DXksW2UTmfSgu2Rwuo3VRm67GVSgC2U+C0iS4qvSLl3KPHVqIvILd9WJcw7Ipw62KYbBcVUx30s4EeIRTQM1I2YiOdxUTk6SLyMRG5Q0Re1GTbosbq62y43lVh0TWF4KPLY4Pu3tMeG4TapjJVf6cAa58JiEgM/CrwnZg+mu8WkdtU9SO1ti+wgNdpFXet0XxYvK6LrTe7LmQ3fd16dBN6RuigTcwEngzcoaqfUtUT4HeAZ21gHAvBCdtNK4Ci4/eCbDG0fd268Hz0aAH9TGBleBTwaW/5MvBN4Uoi8jzgeXbx2rtf/ZMfm7PPm4H7Wxvh6rAN49yGMUI/zrZxmsb55cse5CoP/Mlb9PdvrrHqNlyzudiEEiiykWZsMVW9Fbi11g5F3qOqT1p2YKvGNoxzG8YI/TjbRj/OPFT16as+RlewCTroMvAYb/nRwGc3MI4ePXr0OPPYhBJ4N/AEEXmciIyA5wC3bWAcPXr06HHmsXY6SFUnIvJ84E+AGHiVqn54yd3Woo06gG0Y5zaMEfpxto1+nGcUomckNbpHjx49esxiI8liPXr06NGjG+iVQI8ePXqcYXRaCYjIq0TkPhH5kPfdTSLyZhH5hP1/Y8m2C5emaGGMvyQiHxWRD4jI60XkhpJt7xKRD4rI+0XkPasa45xxvlREPmOP/34ReUbJtmu5lnPG+VpvjHeJyPtLtl3n9XyMiLxNRG4XkQ+LyAvs9515PueMsVPP55xxdu75PJVQ1c7+AX8b+HrgQ953/wp4kf38IuAXC7aLgU8Cfw0YAX8JPHGNY/wuYGA//2LRGO1vdwE3b/BavhT4ZxXbre1alo0z+P1fAz/Xget5C/D19vMF4OPAE7v0fM4ZY6eezznj7NzzeRr/Oj0TUNW3A18Mvn4W8Gr7+dXAsws2XVtpiqIxquqbVHViF9+ByYXYKEquZR2stczHvHGKiADfD/z2qo5fF6p6j6q+z36+CtyOyYbvzPNZNsauPZ9zrmUdbHUZmi6g00qgBI9Q1XvAPDzAlxSsU1Saou5D1Tb+MfDGkt8UeJOIvNeWydgEnm9pgVeVUBddupb/BXCvqn6i5PeNXE8ReSzwdcA76ejzGYzRR6eez4JxbtPzuZXYRiVQB7VKU6x8ECIvASbAa0pWeaqqfj3wd4EfE5G/vbbBGfxvwOOBrwXuwVAtITpxLS3+W+bPAtZ+PUXkPPA64IWqeqXuZgXfreyalo2xa89nwTi37fncSmyjErhXRG4BsP/vK1hn46UpROS5wDOBH1BLXoZQ1c/a//cBr8dMbdcGVb1XVaeqmgD/puT4G7+WACIyAL4XeG3ZOuu+niIyxAit16jqH9ivO/V8loyxc89n0Ti36fncZmyjErgNeK79/FzgDwvW2WhpChF5OvAzwHer6kHJOvsicsF9xjjrPlS07qrghJXF95QcvytlPv4O8FFVvVz047qvp/VP/AZwu6q+wvupM89n2Ri79nzOGec2PZ/bi017puf9Yab+9wBjjMb/YeBhwFuBT9j/N9l1vxT4I2/bZ2CiDD4JvGTNY7wDw1O+3/797+EYMdEMf2n/PrzKMc4Z528BHwQ+gHlxbtnktSwbp/3+N4EfDdbd5PV8GoZ2+IB3n5/Rpedzzhg79XzOGWfnns/T+NeXjejRo0ePM4xtpIN69OjRo0dL6JVAjx49epxh9EqgR48ePc4weiXQo0ePHmcYvRLo0aNHjzOMXgn0aBUicm3F+3+hiJxrejwRebaI/FzDY72lrApojx6nBb0S6LFteCFwrmqlAvw08GsNt/kt4L9f4Fg9emwN1t5juMfZg4g8HvhV4OHAAfAjqvpREflN4ArwJOCRwE+r6u+LSAS8EvgW4E6MsfIqTJLQlwJvE5H7VfXb7P5fhimBcAg8S1XvDY7/14FjVb3fLv+mXfergC8HfgiT3fsU4J2q+o/sprcB/w/wspYvSY8enUE/E+ixDtwK/FNV/Qbgn5G3yG/BZIw+E3i5/e57gccCfwP4JxjhjKr+CqYuzLc5BQDsA+9Q1b8JvB34kYLjPxV4X/DdjcC3Az8OvAH4n4GvBv6GiHytPd4DwI6IPGyRk+7RYxvQzwR6rBS2MuTfAn7PlIgBYMdb5d+pKRD2ERF5hP3uacDv2e8/JyJvm3OIE+Df28/vBb6zYJ1bgM8H371BVVVEPogpT/1BO94PYxTQ++1692FmH1+Yd549emwreiXQY9WIgAdV9WtLfj/2Pkvwvw7GmtU+mVL8TB8Cl0qOmwRjSIJ97Nrte/Q4lejpoB4rhZq68HeKyN8HUzFSRP5mxWZ/DnyfiER2dvCt3m9XMS0Im+B24CsabuOqWz4S02axR49TiV4J9Ggb50Tksvf3E8APAD8sIq4iZVX7v9dhKoh+CPh1TJeph+xvtwJvrKCIQrwd+Drx+Kia+AaMv2FSuWaPHluKvopoj05CRM6r6jXrlH0XpsvV55bY3y9j/ABvabjNbar61kWP26NH19H7BHp0Ff9eRG4ARsDPL6MALP4l8E0Nt/lQrwB6nHb0M4EePXr0OMPofQI9evTocYbRK4EePXr0OMPolUCPHj16nGH0SqBHjx49zjB6JdCjR48eZxj/PwNTB1p7Ami1AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.pcolormesh(x,t[0:5000],h[0:5000,:])\n",
    "plt.xlabel('Length (m)')\n",
    "plt.ylabel('Time (s)')\n",
    "plt.title('Elevation')\n",
    "plt.colorbar(label='elevation (mm)')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "163ee903",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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