{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "id": "yRlBDWe_7mpz"
   },
   "source": [
    "# TWIGL 2D reactor: multigroup Neutron Diffusion\n",
    "This notebook implements the 2D TWIGL reactor, based on the paper *Comparison of Alternating- Direction Time-Differencing Methods with Other Implicit Methods for the Solution of the Neutron Group-Diffusion Equations* (L. A. Hageman and J. B. Yasinsky, 1968)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "id": "BzFeuQ9lhxyP"
   },
   "outputs": [],
   "source": [
    "from dolfinx.io import gmshio\n",
    "import gmsh\n",
    "from mpi4py import MPI\n",
    "from IPython.display import clear_output\n",
    "\n",
    "import numpy as np\n",
    "import ufl\n",
    "from dolfinx.fem import (Function)\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import cm\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "\n",
    "import sys\n",
    "\n",
    "mesh_path      = '../../../mesh/'\n",
    "benchmark_path = '../../../BenchmarkData/'\n",
    "\n",
    "sys.path.append('../../../models/fenicsx')"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Preamble\n",
    "The geometry and the main physical parameters will be assigned."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "id": "PGMTWXdTbANs"
   },
   "source": [
    "### Mesh Import\n",
    "The geometry and the mesh are imported from \"TWIGL2D.msh\", generated with GMSH."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "gdim = 2\n",
    "model_rank = 0\n",
    "mesh_comm = MPI.COMM_WORLD\n",
    "\n",
    "mesh_factor = 1\n",
    "\n",
    "# Initialize the gmsh module\n",
    "gmsh.initialize()\n",
    "\n",
    "# Load the .geo file\n",
    "gmsh.merge(mesh_path+'TWIGL2D.geo')\n",
    "gmsh.model.geo.synchronize()\n",
    "\n",
    "gmsh.option.setNumber(\"Mesh.MeshSizeFactor\", mesh_factor)\n",
    "\n",
    "gmsh.model.mesh.generate(gdim)\n",
    "gmsh.model.mesh.optimize(\"Netgen\")\n",
    "clear_output()\n",
    "\n",
    "# Domain\n",
    "domain, ct, ft = gmshio.model_to_mesh(gmsh.model, comm = mesh_comm, rank = model_rank, gdim = gdim )\n",
    "gmsh.finalize()\n",
    "    \n",
    "domain1_marker = 10\n",
    "domain2_marker = 20\n",
    "domain3_marker = 30\n",
    "\n",
    "boundary_marker = 1\n",
    "\n",
    "tdim = domain.topology.dim\n",
    "fdim = tdim - 1\n",
    "\n",
    "ds = ufl.Measure(\"ds\", domain=domain, subdomain_data=ft)\n",
    "dx = ufl.Measure(\"dx\", domain=domain)\n",
    "\n",
    "domain.topology.create_connectivity(fdim, tdim)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Define parameter functions on the different regions\n",
    "Since there are 3 subdomains in $\\Omega$ (i.e., fuel-1, fuel-2,  fuel-3) the values of the parameters changes according to the region, therefore proper functions should be defined."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "regions = [domain1_marker, domain2_marker, domain3_marker]    \n",
    "\n",
    "neutronics_param = dict()\n",
    "\n",
    "neutronics_param['Energy Groups'] = 2\n",
    "\n",
    "neutronics_param['D'] = [np.array([1.4, 1.4, 1.3]),\n",
    "                         np.array([0.4, 0.4, 0.5])]\n",
    "neutronics_param['xs_a'] = [np.array([0.01, 0.01, 0.008]),\n",
    "                            np.array([0.15, 0.15, 0.05])]\n",
    "neutronics_param['nu_xs_f'] = [np.array([0.007, 0.007, 0.003]),\n",
    "                               np.array([0.2, 0.2, 0.06])]\n",
    "neutronics_param['chi'] = [np.array([1,1,1]),\n",
    "                           np.array([0,0,0])]\n",
    "neutronics_param['B2z'] = [np.array([0,0,0]),\n",
    "                           np.array([0,0,0])]\n",
    "neutronics_param['xs_s'] = [[np.array([0,0,0]), np.array([0.01, 0.01, 0.01])],\n",
    "                            [np.array([0,0,0]), np.array([0,0,0])]]\n",
    "\n",
    "nu_value = 2.43\n",
    "Ef = 1\n",
    "reactor_power = 1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Solution of the eigenvalue problem\n",
    "The MG diffusion equation is discretised using the Finite Element Method, and its eigenvalue formulation is solved through the standard inverse-power method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Iter 010 | k_eff: 0.912975 | Rel Error: 1.046e-04\n",
      "    Iter 020 | k_eff: 0.913202 | Rel Error: 4.514e-06\n",
      "    Iter 030 | k_eff: 0.913214 | Rel Error: 3.149e-07\n",
      "    Iter 040 | k_eff: 0.913215 | Rel Error: 2.327e-08\n",
      "    Iter 050 | k_eff: 0.913215 | Rel Error: 1.730e-09\n",
      "    Iter 060 | k_eff: 0.913215 | Rel Error: 1.287e-10\n",
      "    Neutronics converged with 061 iter | k_eff: 0.91321502 | rho: -9503.24 pcm | Rel Error: 9.923e-11\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "ld: warning: duplicate -rpath '/Users/stefanoriva/miniconda3/envs/mp/lib' ignored\n",
      "ld: warning: duplicate -rpath '/Users/stefanoriva/miniconda3/envs/mp/lib' ignored\n"
     ]
    }
   ],
   "source": [
    "from neutronics.neutr_diff import steady_neutron_diff\n",
    "\n",
    "neutr_steady_problem = steady_neutron_diff(domain, ct, ft, neutronics_param, regions, boundary_marker)\n",
    "neutr_steady_problem.assembleForm()\n",
    "\n",
    "# Solving the steady problem\n",
    "phi_ss, k_eff = neutr_steady_problem.solve(power = reactor_power, Ef=Ef, nu = nu_value, \n",
    "                                           LL = 10, maxIter = 500, verbose=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Post-processing\n",
    "The solution of the eigenvalue problem is compared with reference data."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us compare the $k_{eff}$ with the benchmark value"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Computed  k_eff = 0.91322\n",
      "Benchmark k_eff = 0.91321\n",
      "Relative error  = 0.55020 pcm\n"
     ]
    }
   ],
   "source": [
    "print('Computed  k_eff = {:.5f}'.format(k_eff))\n",
    "print('Benchmark k_eff = {:.5f}'.format(0.91321))\n",
    "print('Relative error  = {:.5f}'.format(np.abs(k_eff - 0.91321) / 0.91321 * 1e5)+' pcm')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us plot the solution against benchmark data along the diagonal $x=y$ and along the $x$-axis $y=0$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 800x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from plotting import extract_cells\n",
    "\n",
    "Nhplot = 1000\n",
    "xMax = 80\n",
    "x_line = np.linspace(0, xMax + 1e-20, Nhplot)\n",
    "points = np.zeros((3, Nhplot))\n",
    "points[0] = x_line\n",
    "xPlot_0, cells_0 = extract_cells(domain, points)\n",
    "points[1] = x_line\n",
    "xPlot_1, cells_1 = extract_cells(domain, points)\n",
    "\n",
    "fluxFigure = plt.figure( figsize = (8,6) )\n",
    "\n",
    "plt.subplot(2,2,1)\n",
    "plt.plot(xPlot_0[:,0], phi_ss[0].eval(xPlot_0, cells_0) / max(phi_ss[0].eval(xPlot_0, cells_0)), 'r', label = r'dolfinx')\n",
    "  \n",
    "plt.ylabel(r\"$\\phi_1$ at $y=0$\",fontsize=20)\n",
    "plt.grid(which='major',linestyle='-')\n",
    "plt.grid(which='minor',linestyle='--')\n",
    "\n",
    "plt.subplot(2,2,2)\n",
    "plt.plot(xPlot_0[:,0], phi_ss[1].eval(xPlot_0, cells_0) / max(phi_ss[1].eval(xPlot_0, cells_0)), 'b', label = r'dolfinx')\n",
    "  \n",
    "plt.ylabel(r\"$\\phi_2$ at $y=0$\",fontsize=20)\n",
    "plt.grid(which='major',linestyle='-')\n",
    "plt.grid(which='minor',linestyle='--')\n",
    "\n",
    "plt.subplot(2,2,3)\n",
    "plt.plot(xPlot_1[:,0], phi_ss[0].eval(xPlot_1, cells_1) / max(phi_ss[0].eval(xPlot_1, cells_1)), 'r', label = r'dolfinx')\n",
    "  \n",
    "plt.xlabel(r\"$x\\,[cm]$\",fontsize=20)\n",
    "plt.ylabel(r\"$\\phi_1$ at $y=x$\",fontsize=20)\n",
    "plt.grid(which='major',linestyle='-')\n",
    "plt.grid(which='minor',linestyle='--')\n",
    "\n",
    "plt.subplot(2,2,4)\n",
    "plt.plot(xPlot_1[:,0], phi_ss[1].eval(xPlot_1, cells_1) / max(phi_ss[1].eval(xPlot_1, cells_1)), 'b', label = r'dolfinx')\n",
    "  \n",
    "plt.xlabel(r\"$x\\,[cm]$\",fontsize=20)\n",
    "plt.ylabel(r\"$\\phi_2$ at $y=x$\",fontsize=20)\n",
    "plt.grid(which='major',linestyle='-')\n",
    "plt.grid(which='minor',linestyle='--')\n",
    "\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us know display the fluxes contour plots."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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voOsCl8DzZoRNQAj4lJoXjH2nC54SxZeNvt/7vd9nf/Znh78ruxlhE/CUToGP5YKBb7rgG9jwqcvP/dzP9USQP//zPx++7/M+77MZYRMQIj+l5gVj33T5w3/4D4MifNMX/w4DX7/f9/t+UOLD5PjQymaETcCjPwW47/AEDty/xPfr4VPOGsuXfumX4i8LYELEM8NUfuzHfiy+J0eATZdNgEKlAAb20HX0FDix5Rd/7Um6p1ee5SnJe8Z+9IxghcNnxRE5fOWreNtMuglQqCcm7Bn40dPxoR/6od/wG35DPEwjrvAMBz5aiS19ajaTbgIU+ekJe8Z+6Izgqyb/wB/4A//v+viFv/AXokrAk6T4rCw43Ey6CXjUJ+IpfNMoTgDOJR5bw5NT+NJDfBId5xgfD8Mfd/hzf+7P6fTgffjLf/kvV3PTZROgUCmAgT10HT0FTmy14NhMugnwFE9M3jP2Q2cEX8+MdxneVjgXn/Zpn4b/z+FVB25f7rkM9vTqiZ0IDmfPwA+dDoTFfWT86Sg8NPAxH/MxmPfwF1XwLSnYf8KTvDuT7unVkzwdGNSesR89IyVXn/EZn4GCQ19tvpl0E1CmeESaJ1JwgHGU+fiDDh/wAR+A7/vC3078iI/4COz9+pkIl84el82YHj/lTbouOAVitVpw5EkUP1Xh3DOC/711dnTx3AD7sJl0E1AdyxNQbg78gjcI/n7yT/tpPw1bufjuNTzS8Qmf8Anhr0dtJt0EPAHmW0PYHPsFZyTkCgUHrJtJNwEhxSNqPpG/FtuZB9OUDCQDyUAykAwkA6+dgafw0OhrJzE7kAwkA8lAMpAMJAN9BrLg6POT1mQgGUgGkoFkIBk4gYEsOE4gMUMkA8lAMpAMJAPJQJ+BLDj6/KQ1GUgGkoFkIBlIBk5g4Cn8tdgTaJhDvPHGLx9F/uFZklPKgLRMri8d3XplELh7/LHXL97gr+WVCVuvwLVM+/UXB1Evv8Io7c9YIi/ug4faG2T408Qv3nrP+PoKr2++NbzieDkKL0fTW5M8mCb9y1F+MTi+9YKyv44B26aaSz3gkHGKv+SCEse7Xrwbr6V11gwBR8Di6KZZblkX/Rgkjm7/EJjoyp7AvZZx6CTjt6xvvRp7/p6Zjfe8PbgMfi94qt8Y5fFMvhiZfjHJ1NPPMfBsmUpwibzSnQERpMxVagQG3v9WhGQC/LUM0tJoILvd3xmRPBVfTi9wOQpqIur/HjN+OaSZ6b7cgfUd5y686MPw7QtjX/IlMpA7HJGRbCcDyUAykAwkA8nA6QxkwXE6pRkwGUgGkoFkIBlIBiIDWXBERrKdDCQDyUAykAwkA6czkAXH6ZRmwGQgGUgGkoFkIBmIDGTBERnJdjKQDCQDyUAykAyczkAWHKdTmgGTgWQgGUgGkoFkIDKQBUdkJNvJQDKQDCQDyUAycDoDWXCcTmkGTAaSgWQgGUgGkoHIQBYckZFsJwPJQDKQDCQDycDpDGTBcTqlGTAZSAaSgWQgGUgGIgNZcERGsp0MJAPJQDKQDCQDpzOQBcfplGbAZCAZSAaSgWQgGYgMZMERGcl2MpAMJAPJQDKQDJzOwBvv5N+1O53UDJgMJAPJQDKQDCQDawZyh2PNR7aSgWQgGUgGkoFk4AYMZMFxA1IzZDKQDCQDyUAykAysGciCY81HtpKBZCAZSAaSgWTgBgxkwXEDUjNkMpAMJAPJQDKQDKwZyIJjzUe2koFkIBlIBpKBZOAGDGTBcQNSM2QykAwkA8lAMpAMrBnIgmPNR7aSgWQgGUgGkoFk4AYMZMFxA1IzZDKQDCQDyUAykAysGciCY81HtpKBZCAZSAaSgWTgBgxkwXEDUjNkMpAMJAPJQDKQDKwZyIJjzUe2koFkIBlIBpKBZOAGDGTBcQNSM2QykAwkA8lAMpAMrBnIgmPNR7aSgWQgGUgGkoFk4AYMZMFxA1IzZDKQDCQDyUAykAysGciCY81HtpKBZCAZSAaSgWTgBgxkwXEDUjNkMpAMJAPJQDKQDKwZeGvdzFYycDkDb7zx/73cOT2TgWTgLhl4553fe5f9yk49Pgay4Hh85+yOe5yX0x2fnMfdtfc87u5n75OBZODFi1wh8io4kYH3bsfKBaPNzRO3vDpjfHc+U+XlfcZJzhhPnYE7fxs/dfqf2vhetgfUMbWd7tFyyvJ5jwO7tE+ba+39nPrbnbsrJ9JNDi89OemXDNwTA1e+T+5pKNmX18/A/Swtt+PisjHebqm73UirkcuBvK455IJF+rJzF3goGQiAC5p7OLxgvBf0JF2SgRsysOdCv2H6DP20GDhlQn9alEyj6TNzizXsRBq9e/2BnJXUM7ZiXj93XbaE72dgzyhaoyv11fFeNoQyeGqSgYdgoHoRP0TizPEUGcjL6bKzWvJ2DwuJ1sv9S+wFw1cW970+YzWsp4Bc0h4A3rzgjGyOYk8nvQ+lXA7hgn6WYVOTDNyEgfJ6vUmaDPo8GOg8NPpaCHi8k6+vVdcvS0fJJ2/eh6MRqvjqQK7JUg3I1IfCduJoIJtT5QUXW7WTezqjXpWC+nlBf8poqUkGzmRAV+eZQTPWc2WgOoG+RjIu68+VM/7p49Wb9AGWEI5dGa8fi/f5stOBPrTOyP6ArQgc4GacvjuDdEhzEjYpLTuzJ3sZVv05lL2Mk5pk4DQGdFGeFjEDPWMGyrnyMZKxZxSXrQFXssGO3S41VqY9Y98chffwshkmrJH7e+WpvZ+bEVqODNJx7zvSvSQhDNC7WsqefU+6EIHZD2UMEbKZDJzDQPlOOCduRnmWDDyfy6k10geY1rn8XLDw9C9JBGwNqu8oq8buC6SsfSEMZ2dPlFHBN1OHRHscWy70rWbsu8CxHGA5FvXNBU+3mcUdmXFnFndMORk4jYHyuj8tdAZ6fgw85DMc9zl1+nrA839oVdh/yZy7fqCTZc/3d4ZjPDqZ+BncmT2QuZnRU3A4nUQhuIZfdWmBW1n6eHj5WMpuqzMuqGObweV17mWjsCkkA7sY8Kt8l0OCkoE2A5oB25DTLJfl2j81n9VRf4vtXEj2pwYJ148IvbqMTPST2fe7e2+dmdaQA2P9RB6cAVspQliCW8HLsMBXwVVkNXgHCbx3u9pVxtQrO9OPKTDj7wnrLiknAycw4Ff2CeEyxPNmoDoL3xUlmz3cP2tfMC7PflYivIVfy+LBpD6iPiEc7x68M9OfoMLAO8E9JvrZChsCckRl2BBNAw/IFgx4R3Zg3tVq35TaY/YD0uV1XTbe4ZSfHQOtN96zIyIHfAYDPo2eEe81xGgNYc8kfqi7nujK4Ax1WRAsY96TPUNgop1Th5bJzSzqfx8pGLra6YPyckTVmB6KsDJgiFONVsa5GNYKhYDqW7VLzOh5O6EIQ8DNUB425WTgWgZ0EV8bKP2TgRcvbvoMx+YEetMzUL5TTpysuRy+3gHuZA+jri7epTuHU/IWkKKxH1bkdGDCIEU1r3KxD2Uoj0BMGScEASzEKYOU6TYxLQBCsUtlN5hFr+hVJwhhCLUZRwFTSAauZaB8O10bMf2fMQM3vZyOBr/1TLpzmdl/OWiAl/V8zwKzvzNVJBYwdbIKoJL9D/wEvNbCTkDnoRVNcRC/inFAmctTVCO4O4cQgoQIIUjpziDq6sUAdaPsAFOoJ60UhCFOJ4JCpZAMnMCArtoTYmWIZ8+AptF7YKLfmf4sfEH/w1vpmkmcPb+gh7dbPNiZPqUgjbBARSCTzHRCaeCtOM5tNY4iIHUJcGuZwoOX7u7LcXmE4BvcS18HVK0CtKwAsANlaph4gIGO+4zK38nA7Rnwd8vts2WGJ85AObnf7YBbXT1ralb8iwNuLiRVbg+tLlil1M9qtENKjLQfjVR05hyumq0gYrIawVfcMoJ8MaJgdROsIbiHDb7BMfgGR/ctHa+0MnWZEXoeGHI1Ka0Ycsd3jpG/k4GrGQjvrqvjZYBnzcCNnuHozJWn012+I66ci315u2Ag/aXi9OFXA4IBH0WJ4bg6mJ2AknzkEv/V+KK09JUjggRfefVNsHpYDxgcPSBMOOQYvGBSZ0ovWasmWlsmZizTwavvSEC+JgM3Z0DviptnygTPgIEbXU77w7Zm22u41/KgIK0ZX4CWoIEc6ic7sD8p8PvBra5Kj1DqtpQuYCwlRQ5AhBZA/awCaK1mF4Glo2KWji0vuaDbIaCbPKBCcaTu5S6wyiu4eK7gssdUurAnSFcmogmdvMCLvvmaDJzAgN4MJ8TKEM+eAZ92XwsZ/Q60ZtujXfV3TWty78dkPw/1h0kvS9fvzDVWDMHZCKHY29ZJgW/HhFClVYyVScVM8JILAgavPS4erRVKcTh8uTjeswe8RhrwHq00MUupZ6IyhaJVXWjN12TgtgyEd+Btk2X0p86Aptr7HGire9dMwR7zaBy++1prQ5VDpNuTBZEPha3mghK5OlMEUvjwQ5COL/tW9eXoSlNfj9Shnxp+CMU47Kq7CA+Tuzheeld6ag/icQ7hA5hdRepD+s4F0ArVcWEf8jUZuJYBf8tdGyv9nz0Dt7uc3rklt1pImKQ6s+/JrziHIhz12rkwtNaVPQMRD+pb6YUxtk73Zj1RdWx5kcyyJ1W9mA8pVAp4HIExOscLDL3wDpYSANcriEdoBVHSnWAm9XSIgKOlZ2dCcLrkazLwehjQO+T1pM+sycA+Bt7YBzsFVb4pjpY7rQWp3z14lctJ1WU/sup+vRL99DF6QJhKAgnA4lf14qhLLy6WwUUUVfVVJbJ7cK3BDlbYo2AFqUZQLjJAsCOVLiChBzggqcRrVV8qgawe1chVZCqTgTMZ8PfhmXEzVjLwhBi4ptzhW2xnyVJdkKpE7lkz9mCqwS9WYs3jEEIEroXlbFMtKeBbxffBIS8juJIaBPduaJmvIh0sJJQCK2ZLyVzuK6T7KtEeJCME95YSHQgxgTwKpku+JgPXMuDvvWtjpf9zZ0Dz8B4iyglzj9djxRwqWfiu3KxRQPftSMQq1TqdSFqdN1ouwFdDVeNwdQx4DjMk1TrqYCJxlZTKUgOYx+wHFFIwz6K8Urqm4+sw9cdTVAN2lCEgY4aAUOaRDLwGBvROeA25M+VTY8Cn9M2xHQIrWjmdynS9cNPgh7u3p0bB+3ezLjmc+FQHLHXVMw2uSz2U5YxURuB5CkiuqR5Tp7NUlhoMWgF9eRZS0TowYRCtdFSKMr47VmEMGGBVJfKWMPTZk8Kx6kt9viYDt2JAb55bJci4z4gBzbG3G3M/RTnTHupJCH5ZtMu8DvVzBe7XJXiDn1uRYHjVSQPrWaAPvayCufIFMFmrKj1dx7cP01lRio6mDIWxlI6CaS0vMXJUOmjoKK8qhjDHtGBI6sEJC5pqNCjzSAYelAG9Zx40ayZ7mgxovn1dw2t1oJx+9/TQo+2PIK+dLjthezpcx3QqEvW17rlbizGUMwkWyzL+TiRJCe6lL9djh9HRO9PClF6lBgTsKQ72YBic3SOve7xKDHwRyuPs1DBpeC1DIWOocoJLNpOByxngBX25f3omAwsDp3yz+S2mO19K2N0wYy9jaEgeYacvXTbBO2GbcRod76qP1iLohBPB2C1lObfg1FbdA7KEcfDuS4078ro5hGEQjEJeLY0S6eosXVoYxVQi19BLYYlxADTAOKCKQX+CV6kp4yBUHsnAwzGgN8nDpcxMT5YBTcLXjHBnkDC7Hs1YXvhhSu8E9B5udkPgPpKwDmYT0PHtjKVpqtYiGkzTrW1A/wLpZDzErMIcw3GWGg8eIosaYVoAhZULNWqGCBhuAEBDjK6nElBq4CL8npjEqFdo7tSERHTM12TggRjQ++eB8mWap8wAJ9KHGWEnV5iHd/YnBNwZRG8gXy+qGctVpoRtYgBodaxjQqKWV9mHnqasQvCACDvtbkgWlFWNuKNvKAKgZKcdBoxHJqDUyGUzZgAwIFIrZkghAFPQvcRDUwXIXS7SBDwBsqKJAxhlRBOdDIBSM/r1Xi5w6YVLWzLQYYBXeQeQpmRgNwPv2o0EMEyVR1w3sFosHHc0nQfZ4yt8H1wuK95Jyv0loGPtmMos1PR72/Ja9HtKEOQQO8paasJchJXVMeyoY6qA4BLwyC5ACMiFPFiFF00EqFmezj4gWBlf0dBEwFBSQNkHuLUMiIwBEFLAJY9k4IEY8DfkA6XMNE+WAU6nO4d3CIyYYdrcmUWwMt3+gPLd40JwH7mJKRcyDQQC3FvxW6aW3sNKbgUXoCeUJQhHKx9E36PxqalaW2wClIXjEb5aW/StIVRoBl+MlADxSIAqiWANzQBmNIVCEwCFKq2lBvHdHYD+EeL3wWlNBg4wwIv7gENCk4EmA5w5m+brDP3gh2ZUdiQE3BPBXfp4ITswYvqAlvXhF4VWT7bPaihBRA09Edc1TBM0Pk31i49qMaFoDK5oVTCtWtHpq8H3m6WvHDFYWBUWTYRya2j2wX3r9ilZI0LqtTFbycB5DPAdcl68jPScGeBs/FoYqKb2+XyzVx5hj6PwfTBhHUwfAGvLt2UKi5EGXsVXlXLpC62O9b1eeP0RHgFBRHTIj6BB06csrN/CszeyVouJKlhFAK374xCJ3rojmn4CShMA1Yz9OLQqY8hSWpHXwaHpPYRvHsnAAzGg9+cD5cs0T5mBQ89w7CHC58w9+IDhbO/KnQHdcdNF4A6SmMsAHV+YqjFbeqfikIws7Ia8qhpZ9wr94gNRlJXjDE1NX155wAtgN7XiMGYfSWu1RGBnGEQpPGbVC8gypoIwjpp9JKxKERzLJjR5JAOvmQFe0K+5E5n+iTCg5eCs8fQDalreny4E3BPBXfp4IVuwPYCOb9WEmFX9fk5uhDzcq37xIe7QXYQOTc1jXIBlBbJjchjCEqklnFYOo2NyGIJ4s+PFdNVcDOL0IY4jW6bSERod6FjHUbAUkoEbMsC3xA0TZOhnxAAn2wcbcCudz6v9zoQIm47C95GEdTAdQN9UjQmXUr9f2adopxUdYM9b+LKHLeSg31l8MKgSo6kJbWflsTMCYZ0Cgn0gDP139ksvwWBSJRG8PAJMjuyYgPQjIN0U5P3I4JjNZOAAA3wzHHBIaDLQZOCUbxpFdE3IzUxdQ/Wi9om95Y1ZV0e/D0J2YJuYziTfMh3St8AaY0u42FEBQQuC6CibMm0LreLDg/I0KCWaugi88iCMJtejEx6hBSv1cGTS0t31gCGpLkGYiKcer1WTwzoR+iZYdYSA0qeQDDwQA3pbPlC+TPOUGeAce/0IN+Nout6fK8TcjODvDC0HZTqF7QQkpgq4wASXVqiqPvS5dC81weXcJjrJUTPsnj4vHVDx4U+bekSGUwI0dSJxFlt6JKDJ3SnTnVeAY1xPd+JLGZp+KAAQTRcZsngouXdgMPkRIiiaYyB70v2mgMxmMnCAAb5tDjgkNBloMsAJuWk+z9BK1Jpay8whQt/RwS2k3klaOEJSBqm6902lC/ClMqRjcz+y6t5SIrvGC4wv5WjCyhHRPTQ9ZjChufc4VHkwLnvcLx38TLh8jS+G5KcBoXSJ7NFf4B5I9CwuB1g2k4GbM+DTxs2TZYInzsBZn1I5sPCsGcV0Wh57orljHy9kC9YH+MoVugrHasyqnlkCvoXcAwuduVETPWHPy/huCh0uwYtmT+WhlIirGc+rJOnLcsSJ9pO3R+8YlxHn1jUH0h0gcaTzApflNKSUDOxhQG+/PeDEJANdBjipdiG7jJtxDs2lZbS+u+M7SMFaGAKq1pbJVzRnqoV3DGUgqxlLpGsu8/IILdmX9YBBPzku6F0uYUFTb5aVB4lw7lx2rqXXfKh+l0GqjugT9NUyAsEZBBjJnSCAMY7A9QEf0Xool73PR+IlNhm4iAFe9xe5plMyEBjAVPYwRyuRJvZ+N9y977IHKUw1FK2HTC2XcnUAsoxcKktNn59rrOgP+18G0SJemlzjEYLssKbMyqPzkAf7R+I2F34Huxwc+9HgSAA67bKf0arelS5vOoZETbLSkAw8JAN82zxkxsz1dBk465YKGNL8fIgtzMnh2IwTXDp4IVsYAqrWC0xwKUOVSl96NPYSJhOFTUDAn9704gPDRH947JRnePv35oaHp+Q0qH0FRCX1IpdgKl2uAqREHIBLLykBqIJd72CXNx09O+Q8koHXzwCu2jySgZMYwHx41rEZitP4ZroyTt/R8S2kMFVAx0pTy6vUA79HWYUFZjYxARCaIdrOJjqPODxcnnXxt2N2yjFE2e5seCAHDnYRMifDUHZUlfSiewB0lO6lpFAiApM6wPV+Mlx2R+D7hzu63PdKazJwJgN8t5wZMWM9Xwb2fA+HptYracKcWR6c7Uu9a4Jjx0XIFqYPoLX0PaSvgqEMYfdowvJUujhL+2X0hJ28zAXu/UnI41dlKLcPlR2AsruKRX8p2Zt+2RFcEFPkKk5LCYB6LFnu7J4A0gsZAGjycIC8YHL9jF39dvDKkI1k4HQGcLXlkQycxAAmt81jD8aDaO51ZUuuXs79Esf708q1iRGgjEDTIX0VHJQIe4Gmxdumvky36XIUgOHo9OGUiVLFAUBKyRIAg7xxVO+zMCidJbMrKjtolVIw5IMcrJtKuQSkrlQHaEiulIwu9b3k7rlc6bLCujLlZOA0BvQWPy1iBnq+DGC+Ov3oxNxeYMbehAgdL383aBoPI1K0ahxaS9MhfRUMZQh7gSa4hKYvXmHUVzbRc+Ti0ZJn+zBMnQicBTk6oKMMLMlrJWjDg4HUJzpDSYH9UCek5MVR9RWJsiKxK5UCeskhMkzeB12LUvpgFHxT6YBqKAeknAyczwDfUefHzYjPkYGLHxrlfHuUMk7ppVc/WvBqgR1Wxeito+VAPZFvcOzrS3CpQQpXMmDQeFNdukCoLmT9OEjtY5Tc94LVHQWG0knWYBVWXqXAmApVFzplh5LBU0RIyW6p7EB6HLBSqFo9CGHu4r66nvpKWcfk08t+pXulnAw8EAN8bzxQskzzxBnAdHfZscdRs/RmijJax9fBLZgwVUDH6kuPdxsuZahSycgBWYU5JgAONb2Tt5bRZw7QE7WU5UQlZCkgoCs9fkVG2YHP0OJgb9xTGj+RIhTKsuZAHETAUVpLDWCKJkEwt7pyiD4eVZfZuHRAGghycWU1uANSTgbOYQCXWh7JwEkMhB0OTrwnxa4sToq8mQjTrB8tvMOqGAE61tJEr6DnO0//m2X3qkgog++mJgD6TWcmIN10ioyBIEU4DinFG+P0fWWF0Du01QGQKHABeoQoc5cajwBrqEhcw5iOV0bBYNUhpWAyQehbqy7uXsoKWJpSkwxcyACuqjySgZMYwLTmR2i6aY+8sUhYiGqijnvAV5GOKQGy7jfRJeCrSr4pvRYpYdCUoVwTAKFp5C0rrCtL2SO4XCIv1qD/iBwOKV0o5y23MkhVE4Kvmio7Sn/gNGatxB1NxyR3jym8BMGk8b5KKcGtkhVEGhf6vo5MORk4hwFckXkkAycxgBnsxKMfDctJ/yjdWy6OrGIEKK2bpuBC/E5lgIXlA6ECIGhC0+naaerAPFpfRicRJxxVpTCySpDJBVg5gaE4Ywrh+4IHiXKn7FAOz4pMOHRuRJmE0iR3OApWClVHr0PHzEuEEk9AeFWioM9mMnBzBnjp3zxNJngWDIRbKofGzHl7vwumzfLoBwkuVbBjSkDHKlPwov4yZekLjYfylYtsBIBTFEzedNld9sjX+CI+hoMIm4dgVUE8MFQVU5p6Sf3BDoTDoXFK4AKvuJ1OlCYEpHs1ckjhmNIL1s5xFK/UnZhpSgYuZIDvhAud0y0ZWDFwzdW0x7f8390qfWPp4noRkGhypaC+iukDZA2+VX1HWbr3NQzlGGi8qSWGY3RTQJac3FSDnoiHMpGspVCCpXEwL6HTdjv6Wx1IjENci9lS0zEJrPHsEeSlyBJK056APpCd+IQlA5cwgAs0j2TgJAZ27nBwrr4gJ+bV6tEPGK7xatXikavRBCitNO3Ul+CLNZ4RQVpNrUGkzpHXyNUTcSMlhiaWgtDKuL/scN4q0VpbHeoHLy/mYywxLn4llCZqBCiF0qXSy0tVSndpgPRLBo4wgKs5j2TgJAYwfe05dsIYamM9GEHVgC3HAC5h/p4oqxO5B8e+vgp2Jd03NQGws4ngjtxzjm6KUTVwKAuGIJY2BUZWopav65udqW51kFAxq7oBUWAqq4SABEwaJlazFMpopUZepanUCNwccxqSgVswgGsxj2TgJAZ8h4MT8vWBMTd2jk6W0rEKdlgJ6Fj11glFiVw8WkdZwoLmlCY6oDguazECya5vyToXDpDyqLBZECAguo1cnUOAUqBXK0uJh6Z5hK0O9okh6CYqSU1oIq4ok4nJ1BSgFEpMs6NpSAbulgFcx3kkAycxgHlSh8tSHhJ6s/8cqJql5RjAJcwBHWswySvo+d6qliOOpHvQhCaGK03AoykTYKE58zT8dlNL1rrmjvtlD7vf6xASg0UWHBKCu/QU8KoT4Y4BpoDQNw/f6iCOA1Zc0Ue9J3Y8EhBJmJoQpCmF0K2Qy31LU/DNZjLwehjgW+L15M6sT40BTJInHv1onYWhdKyCAyxg3Noy7dErjoP5tvNahDBhQhOsQiNraAawI10+emq0bLnjNQE9zk4ZQ9boKATHFkB64tEU5xxCCEu8vCA0D251uD/RjCvW2EQUatSUEPSlY+hBCZAmIMumkMpeYlKTDNycAVyIeSQDJzHgt1SuCdmb7ue4mDnLo+UYwFWYYwKgZZK+it9U0t1hWhc4tAAom+4Lq5pnyWI4dEx69VOpg+mypm6CBHdkEQkUCNjUC+YTXvAqmyH70ixvr8AZB3kXWToN1KgpgRHVlGPQtwCEKa8LMrUExZTQQqY+GTiNAX//nRY0Az1TBjB3nXJsxuH0XuaqOpbgAOsDglW+rj+qLH2lYSg1McbWMgRTAKMpx2tkEetBpJTQtwq2KaDPCIVDQnDZqReMQqepAkBJO+DQmal5Ss2hUysq1TN0CIf0EpheTUWgXq/SCylTS5BLC5D6ZOBaBnCR5ZEMnMTAe58Rx280tOJhFq0enKWDqQQHWAC0rHv0CuVgKg9pgktohqUBVgW/RhZvHqRUVq2CnShgUNX5CXr0QccFTUXmVooiUNArUvQGGx7pYJ/kzK4rAWLxtCkiBZ1L6TkwNSVQLzybehVMgkx9xwDLZjJwQwb4rrhhggz9jBh4yb+6ed2IMWH2j1ec6Gug8nKuli+eAgtEOFrWTb2HIrjUIJeUVYysQALQagZfX4bca4+s4Tu4r5T1IQWu3coIZkgCNXuaJYa8MQ6t/orIaipvFLjVIe4oqKkECKRDVmp08qgPzZaXgggvZAgb9HIMejU3AUKmkAwcYwAXax7JwEkMvOvLzwn06s1eHMyHreNVYSsUL0K9Et4BoUBx97BksA99pdxLmDTEXNx0R8m+BiG+9FV5U1myLZdS8NSl4x4NeouwOkLzgrIjRGAzKBk2KB0JuXnsrznEDokTfdIzR2gKFqxBH5rq7lG9HFNIBk5mAFd2HsnAOQy8+fLtcwJtxXm7VZGUjiUS068foUZxa6s08aJEeF+QSiU1JUaaANhsuqPLGBqbiCC9r1+ulyzBmZGyFBzWkj1pFYPuIfIpRwjF5iEle8v+uLvL6Cqa9aNfc9CHPIoXNvkKgHrgOWT1CAJTWTaDVwsmfQrJwAMxgKs8j2TgHAbeOmuH48WLt0MdsO5gq7KpFCJFCRIxAeAFCuZtHd4f6b0i0TupLEe0giyOc1xqAqDTrJrKIIS5HrJ8teTNvRh+CyDBrdfI1XRHA6LzHA4d0RThChUwQnJEwV3K4OVbHTQJoKYyroROzSEKmFVN+lOpWAHjHQWmCg6+aoZE0gchxAzWbCYDpzFQvmtPC52BnhsD72oUHK98td5HystQBxRer7wymK1vvsSasDrKwiUUK536Y2Xy/ig1JmoePsBFiRVoPPQmUy1CjDq72ewg3dSXkaUEVJckIQ8J02hP+oWukpZOPGDErWB0rLq7KQBkIiEcuF4RXABxooyLcLTmUCwK4WSEpsDMF6yhGcD95jKAlJKBmzKAyzSPZOAcBsJarqAtvQAtYbXkr0Evi9qC9lDclIVLqFRCjeIFind71ZO5+FiUs2boQ6ccwbQ/ANaFyJ4qZHIc3fHiy8chuQqWMqxZc7a9vxVHQt9zJ8yDhCqBJijZcwQMR6gS9gCq0co40NSPPTUHPdVpj1VVBqZCs96P1CYDd8gAru88koFzGHivlwceGn21/R/YF77kl11c1nuzlS4BVlYqXqN4geKlidclKkqUa5ViLD5KTSxEtCnCVXBPFTIhx9HulLWWaZGSgDCSS4ELXx8jL+O/J/bxXNR7/rOtg/QbIjN89Zu+/Vc5eLSqi5ArIdQctHHwnXoisON4RQ+YTjS56ERSE5ohoLxSSAZuwgCuvzySgXMYePniwEOjh8CvXlQ+t1KWDhxGKGVUFmiQq2rgxaqscZPHrxYlqkhUjvRqkXkXZEoxN6dCBDM/jk4V4hshWPx4+HpRlTeVc6RjxYe8Qjc8HUyhGbz2NLnMV5FeAWwCHOxy39EXdI6lfK1GeOE1h1ig4EGry39QOl7JFFMaCMGxinF8KYcIJSA1ycBVDOAKyyMZOIeB93pxYIejTBkKBQe82S1l3l6XI9VSxksWrySYRalDdaL6w/VSKo7KEW2QbNYiCvLCd0RYhYSbMqxCsHzg4EYI37UsQSb9aA0yVlYcLaWsFEbs9AKXUlkFbCLptRPmKQ7J6C1T4PXQ4Y5VmUuwglcx9YzVmoNQD+qyAlWV3gkhKdAkZWhWMQJ3BHajA0hTMnCMAVxSeSQD5zDAgsOX9kNx39xY5aZgb09L6BL7Zc1RNQRxZcniZYrXKN5/lRQIooAqPlQ0SAMYlXIMtUgoRMKOyBRw3vxYNVmFYCkZujL+mmQsbOv/3Gq5kQCA5D3CEHE8OuCwGAkZHKdA618BvOnCZX4do9lSTeCrNjNe9ronTr03Zc1RHXmZQOGID1zTWjVVkVVltSfKm0IycBMGcC3mkQycwwAX9XJpvzi61wQK4sWBlBS8VqiWL16shDJlqSfWuynqg+dlIlUVyL64r8sF1SLVQiTsiPDWjFchU82BBC/fdnn1REin/sCyMnZueNUSc6UwxLIjLGcKTkhomt9h8VDZcTj67KB6hT3nK8fomlKeA6x/t2oOjygPDxpoJcYB8nLTHmUncnDPZjJwMgO4+PJIBs5h4LJbKl4EhH74Gh9MaHp5QWu11lHFAEwI6BG8QPEueV2yVBVzUaLgiqyYLEcWl1ohohpiAo+lA6sQ7oV4CcLaZXIZo7m8PAvSrz+woI5ETLtCXMJ2akbXSuFCfVjIFJnW4OvKQ7IXBH1HIdkxX6w7cjUmQu0JUvWdlGVKjxi4o88mgDGrvjT1OpS2ZODhGcDFmkcycA4Dvjbvj7jfS4s3g3uJENKtK4b4KKtqgrJAYQGh6oFhDc/lelAzhXee3VPMEEpBvBAJ+x9eUlxQgmzUH3r+Qw9/cDRamzoCiSgBQc/m0RVQYem+/1UlBSOE151x+kFoVahLPrfCTQ6FcKEsKXwMjpS8CaiyT3f6KlQKycBDM5AFx0Mz/oTzvdcLfZTihFFq80CxQh0gPQWt6Gh6HSCY6pWyUlGB4ikUUDUEQqlXQhqMC3isRfYUImUVwuphZwnCuzAOXm7BYC9Ez39o82N/8UH6tFRJCPpqs6PcNBFw4itOjq/vWriV4lDl0QEr4CK0bqwsiEJi/7zHnUrCYUWkQdHxDWe06p7KZOAcBnAh5pEMnMPAZbdUVAeETvgyH0xsau1ns4p3jEoERVOt4AWK+uN1Saci8bxMp0SMrzhhU8QLEXek184ShA+lhrswqj+05yHhcPGh9UgC6es3qxjxDiG4u+lE2cuCatgOwE1B5qwZlBxRc1ytmsNrBZer3aXSMzXzzRRvAjqJ0pQMnMxAFhwnE/qcw5UFh9bpDi1anjsYmVQiQONVggAUrGiI91MAUBXitYL0oT/T8j898jDlmWsFrDnTMRcTU7q51JiaXk/AYbYO7rPjIM9hBy93mfowfrnqhJmf4fBdDdQoof7QIyALbHbkx3GH+mNYkvCPKxTWRfv/MFcrrVn95uDZXeZ2rqeMc/Gr1wEhiEzqiQAyaYwwlUppYBVSStco8iIcrTkYTn1FGspLxEJyl8K4KHbGWRxSSgZOYQBXXh7JwDkMhPUbQUvNBZlUH4wBMe02D9U3oWigA5dtyGWl4iu9ojNvGILXAR5WMedQUz/neqJSiIRQ6J7vhXhA9sHxKkF21h96BLW++TFWIb3igwvZyN2yDIup6kLrSrnL5RYCF/5q5KrJH8iQF5EB70qZ3L0EQHPDoyR3s4Zgbx7mTNxw5Bn6UTOQBcejPn331fl3XffFXxyMygKNTUuvNC5wxaUmFAdUcp2GrOVc7q0CZVrOh6V1OeZKYiodYGBkJfWCANYQZHafYiK1qiIiW1UFuz3iB985zrQLwiBTLuxwDP/vnr47FbdRtLGhR1Bx82W7+AjPfAzfm1n879qXvME8HlXlbFx+E8Yl0l1a8uJ5XAJnCBuOoGRTSm/2lYdrjgfY5AhDRdPpLq2pSQYejoEsOB6O6yefqbylsmfIXCOF1PotTVVQGaFlu4SFJd8Bvmy7fq4hsM4sR9ilgCFELqMhjg8ETfXTfWfHKZ2qEGKqJYjqD3SDpRiCCNmqP/QIKoTt4kPf+cEHTocFa1y0B+GNuK/P5YyvC2ej5CaXA2yzWQ3uXlz4XQNZtQL1bJZKToHB6k25BCXCtmqm0JNVs1VzrEAXNbw3Lh8KRsdDLglOBvYygMsrj2TgHAbe2rHDwcXb8/nC7PqWzJpgz7ZHNfLsvmxUMJHXAUo9FwQLmO6+WaIqoRonRIC7egW5VYUovoKHEsQLC5UgnfpDj6Biz2NP8SHY9GkXVh4Y4bD2vxxfu5XHZokgih9e8LoB2dH0WVDlBTtWglU5yTfsc0AvDNz3Hl4iuMxYrnH5kkyNHjFUw5jqZOAMBnDt5pEMnMOAls9OuD2YqjtXXJi0GFdhLGi0qDtmLjUqi4A2CQI+9BZ9CIVOcBzriSW+ygWEDQWNO3aqEKshprCKiYAc5jyut5kC/JAE+KrccczO4gMPnK4e+JgrleFpUz1qOixSOyoPXxb7sp+AIO9fEEEVwDpCs6XXNgnx8tpsegGA4OUAlXESWpscIVB0u0Hb+3qD8BkyGVgzkAXHmo9sXcHAud/DwY5wpYQc1v7QTa61Hdi4PGPpiEe1QJmX5wWvlVv+M2ba/GAHVI4EPMCqk+ZqYHFUVYHgXkNI5tg9xVivDN2r1h/CVzc/1HME7BQf+MBLeOBD2x5T1zcrD5G1X+AKyJV3v9dOJEsHgCXQUc3NmgP4sEZ7hyHjYLTwOlrsxWsOUy+iFx8hB0KX1j0Y97oRxcsAUkoGSgZw2eWRDJzDwLtevPucQGMUrtlawjuRx9V3uesRkFpfgx7NYcXFkr0+oFRxQAsW9bBlgpjesdCB0bqEHbNgkRiOEmk1weRSxSOm+qD4Qo5hhxSb9ccIGJDsCUJBBglDKHvmlA+clg98cNtjb+XBRXDPKzpRHtU1kdFKcFWDgQLfOQSQ0K85EIpI4dVUb8vxdjowmNyBUQ4NciN6mpOB+2EgC477ORePvidvnfRNo1wFtb72eRlXX8z69QPLqlcGDgprP01ay4UcF/WleoAemlCRhK6y/4zgWUJwlQtjzCkFMAru1YNGoYAjcvBSWAUcMQMnHgGddCSylMWHtkZYfKiwoDAo522PUHmsHvUYlsv1cx6+pJKX8NoBaCF3l6MrcqgPEKqj2V9zIE7oeWiyz/Xe+iZHFeHFBwGucTpSTgYeBwNZcDyO8/QoennZp1R8aFgC0Sx3HRzj8rj2r6oBt2pJdiXlcemNZQrWaa3rchm/GEutZXWXalzmlz6MXZoiYzheiyCpeS0mrwPUgXVhsQRcaoJhzcS/5SMqzBWiAQDYXF4M/SRpDputS0Bah6HN3zbGmqNVeWhcCxGDakj9gp+qHaXhhUunv8pEoWqqlh3B8fomCGCXy5oDwdUxyEJSUJOOaroVcjxYc0jLBF5VdIbtMPWskkPRU0gGXjsDuGrzSAbOYeD67+F4hQV99+FLe9WJ5Utp4oob9FhivTigdVx3V5M412/5ar03/DIEH4731gsRT6Hihus9Y8JxFry2GHqFOJv1Rw3AvY2N4oNDQ0+QCEHQDd/2aFUe1O/a8OCoxujT+r1iejRzJRWytf4GmPB9AengiEOCy6HmkImd1BIf9F4GwCRYOTRYp8NBlGdLBdCiQC7eA5cFSCEZeG0M4IrMIxk4h4E9H4vtZyqX/A7+5bwStzC+3jvmzZpjtTrRYk93rL6hh9qQIMDLEa9FvIAAUh3rVCEKWN23mK1D0TD2aljQWvWHuq1uvBrWWPxDBVMvPtQx0qLi44TKQxse1XXWlRwkXqurcEcvx6qAoSMgD8kSoJfcqjmEARKHukdBJQGbwTp62IvfWJF6s1AImeTYES5w6URLUzJwCQNZcFzCWvpUGXjXCc9wvCes8dVEUvbBoTiQV7VSUREgGIRQmoSiZFyVl/0MreuM4LVIqxDxnqgDvthrCAjOsOUuiEhghLEbw0ro9QeaKoDYT7zOmx8D2IsPjYsY9meMNnzOFl2S/vCeBzINC9/6CQ8oeWht7jcDbPbe+I1R9mc7ABCZh+TNmgN4gSngFQc7qa6G5ggpXqqgncVH1bfIMCkIZuQWJvXJwPkM9N+C5+fLiE+YgbfO+JSKFtQ9RI0LVxOoJTwgtEK7Xku7lOOyytVj0oWAnXJEazY9PXi1EFE1ALyqEKXjkg8TVn2GUt/kyCIAGI7O9djGGMNO91DQgbXVCogRyVPAeoUDUYUx74gcqzyQfTr4ZR7+eVpseIQlNSydbM4Blt/Sl8ICakisDGjclFFz4CiztDTQ42ClwsuHSOFHu73s3+RgiMCXRZrEQ5VEs1tl3NQkA1cykAXHlQSm+8LAGTsciMYJfrhTsIRuSl/+njYMFzdWzdL1ver6yuYKF29F8LoBSlUGBKg+QBMp3Ne7IT0GqICqQlAKSFbtpURKoSCKQLpUSXD3Aj0hUnoWSfPexvThXliBpEm1xVyXLPdcZsBQuLCIwbgYefEaP1tbPGE6/AGX1Qdblq8RQxfnDQ/EDcufmqUAcOsQuAUI+s2aA3hhNgUWGVr02Rl1SULow9QMaGoZq+qpNGU44jsAd6kGd0DKycAJDOByzCMZOIeBW3zxF3qmxbXaS17BXG5rgPc0TJVKBaG8MkC0ojSJRYn3DY+wuLuqhHEIy50X3xcRXnFUQMBLlQcLAmhaJQjcWQHInaNWnVFUGCwahpIOfYAVEZjOi4/Za1hCx1BT8TGmm/ZFVHmwe9XKA6byI7VQrp4txXCHVQ//3Z/LDi2Ce4SdC+sQfTx0r4RNlRFosmJAUsm8yIQRYKdQ9n+MbS9HNznMdRCZQGmCVYBSHzSdCAGZzWTgEgb4TrrEM32SgcDAe7/4P0HjzcbC75C6jFUfhxbdOmjUav0uMVrRZRrLi7iJ8jbW3/Xxnmn9mbRa8tkO93S0AwGrZ1QdAH21EFEV4kNQBLmHEsTqiWkg7MBYEAyLIR3HIoBNrCgY4fD0BjBzhVEvPhgcYARxl1blwaTovxynLNjzGL6ydPjTtfwmMbSHvo1fnU7l0APdZxm2eOb7LIPeKoDWAg+YDuGhackCu6DgVKI5dHM8IKvmgIJ6ATpCeWOF7nCJB2sOmb3rUCL9tPM3+rEZMIxYVW6aCMjXZOC2DPBtdNscGf2ZMHDB93D4+tpnSdsnWoZreOwxxBqCsPEeBxeKlV/ZgRAf75B1zLBlstop8XLEa5HNQkRViCPLKoR9YxGAYYT6Axp2IESbvZbnP4T0SgJKZmfeeXtj4BM1xOgyyLOej3HU9zzAKvq2qjxevjk0x5oDry9fvanvEBsiz892oCJBc8g2FCXdsmPAzceAn+Urf6t6QBzGHIZeyEEpZBBUJ6iHFNQcY9tLMMifkGClMmA6yk0TAfmaDNyKAVyseSQD5zBwwTMcvr7u6QTWTu7ht8BlASGk9gmkgYA/ROZNyF40jIDhjoNjvCLBgv0us/oGiW+NeEwVIoijyIqpTo6lwNA3rNPzGj+NXWOkl+oPuoz4yVGbE2OcYRRwAYGIMJsGJLs3uk87H6oVCEYHxt4uNQTc18ql8kBAmmbfwUtKfrBlSDo/xqG/2ALlcMz6peygPrxWF9+A6Td15ofe2UG9lGhK5i6DUlMv/E5B7pZzFMMmh8zBgc1QZwQMfatINymFCyGym1JOBq5iIAuOq+hLZ2fggu/h0H/iPU5H1mrdwrQqGC60wWv8j/iqmABASz7BoSIZV2IuLINdaz/kMcUSzYemQgSPuKpgUhWiboyL+hQBMjvA/mzWH8pe4se+qcJg2cHXIYUXH6oz1sXEcEtlrh6WygO+yFWUKUPlwc7IBKRveAzN9d9tGTXDg6UQeCw8wnVYN+3Zjhkz/fal1uUA87ohmFRGuN7xqiQIkMn1pZJWLt/oGA5i5EWBMZdXjYGCln8FcjeB6R+aS9CGpOANe6qTgVMZwAWXRzJwDgMXfNOoltWdPWjVE3L3ZV5KCNVKpYw2rpQ+oa9KCsTplCMqIABTDQFZpcDoPq2pWIwH1HhoL0QR5A5frP0MQrA6wPsmKBEI4MDdEfixUGBNMAyKOw1FVTHUEKwn5gJi2cnoVx4KNTsOoZDIqxM0GYTK0Tp0adC3yw7ufwwj57MdXnaMEYfFu38cXXwZEF46goZNTplukiwBESAzFAQt6+qSBOWahEObHHJWAmqq0atKRUghGXgIBrLgeAiWn0mOQzscWBpBi5bPPRTxf8wd5Lg8c9ZfobgurlTTYhzBoS7Rek9fLsyKo9UdmtE0FRBjP6fIY+pJDnjGAZg3ZcY1eIigXRDgsUhDI0f1hz0ZAYMLMyKXqhMt+bACTMxcFgz1hG85zFXF4cpjdlwKFCRypZpMjeaFZQc8hwPXzLjVwRYV8RzKVghADhdd91A0IYOGTVqrspT7hdgjRA/ORITCIjTlVQVTGTAxcbaTgZsykAXHTel9XsH7Oxxc9sSIHniUpiNggYSVq28LptU3AMbFeCoFZBpXbs7pk25OsSDh6Bm16tNhjDCBIQekMKqoWBPM+kolQSRgO+sPdYDZNXwmqhYfI5L3R6ZtD6880Ld512S78uBA8MoCgkXG2FzijwGnBziI31N2EBlf9WAH+jgsmuuyI6LHNk7vcNWsj6pyDZlaWvFldV+/C+NIYaSkoNpAK74ExY+CEHImQvoLmjHH2A4Bq5hUJgMnMJAFxwkkZggyoMW1SkjfWnWBEssnXrGetQDQYx0dMZzaV0AsqF4K0Ka1WdBxkV6lGJfzJeAYZwEAr7CdQkT3dxzDVR+pWRlAUCcFc0yr/pif9NSuxtC90XF6JlQpxqpiqSFYHPB08JXF3wib6oN5l2LxApIdBgyRZ0Bvb4MuI7hedsAUD5Q8c23Br+5wwHIChj7sqDncWbJKAWp0kodhFUcLzInTrZIlIJjkTWHJrLsqVKkakBD0bIaiZAk3SsEamgGczWTgVgzwfXOr6Bn3WTFwwcdiW/xg6aVpT6nBVTOEwuoITekeKglgtN4rArJ7zHGhXRY7jzD6TiZmZCHC/jP7iJ8wLAiQqKwtRiXXJXR9GH6JQQqvP8LNF+KVjrmg9FqBhYI6OTcr2xKz11BzzLChlEHHytsxUBIPgQcxkKWXZoYMZwfB0ZRp0kwnX8BFWE7D0JNLaw7Em5geck+HNGxL3wETo2JCSOhLpVZ5t4akU1fwSyCq5Cwh6BfPUQruwbqneX2EPVkS87wYyILjeZ3vm472yoKD/3VmD7FKdbrKpR0AbTM4eF4UYwSubR6ZcbDIyV3rn2mWPRJGVgS4y3dclafVI1Qh6iTciR/BQ1IIWvvRnJbbeZHGMjxipg7QnT3kKl4WH8AoIKPxFcrRtNql4BhpooxXRmYFwNdZMxUHHkpeoeeKqUqCQYCXRi4SFG2Azc+TTvL4XWGQl4dJBzQWRRztsgP8ETLijr2oFPAIVErTubGCZIA5XnJLWPqnTQ6FoE1NCYvPKAV9qE6Ctd8MkbOZDJzAQBYcJ5CYIciAvptrDyEqGgTGwiO5KnCthQmLVglQvYK1LViZC6ug9Fh9xzgLUgu5YVZ7JAB43rGqmAJyLadjtQph39gxANgTeHHIY+RYf8gkLy7V7qs+IyaKj3GYQxzufIy9GuoMruh8ZSnA5V9rP1yonzHLhodjAPNQo9eqgqEVeh6MCVlBmNc1E3T8JfyiHM5S/VjO3HAqb1NzMLOuGnVGGk6fbNJalV2pGkVKCpVRImIf1AJIXwmaqmTgNTKQBcdrJP+ppca6sn9IO8EqIxCZS2+ZYlxoh7UwmLgeQ+m5fO0XXkUANVikR68poNb12boUIjQx/hx5IIERrFYYQgWwrFho6cIhACbBTdDLBRmRrrSSChUfhyoPlgtc9WeZRcxAINLNSaVcnvBA/2kdhWkvBPLmwXQ92HAq6oedb4DGmgNElviqUiEH7htHCCWk9NSwuSm7u8BBWDpSbnJou0LCgh6llh79U24AQzMEyWYycEMGsuC4IbnPLfR7vfvLrx/y21jX7ODSa4pJfIXVdj6w1M3ibB2XnVCgVOsSLwLgPBcNy1rmtUhZiCgFYOrqWDFMXfKyQOUCEhEs5AgbkiqddiYIHquNIab0ijbXAdNmBjAjeCgLrqk8EIcHEo29muoMV86QaYMEzbLsoPto0k2ZVSgGYYlD2auQSb+6KIiaXudTBUR3n2NOM/zmNoNrKIdXv6y8A9RLo00LuMsF1lKmi/CKI2TowNJUuFLYWWcssdZSy32NylYycAYDWXCcwWLGGBl4r3e/c4iJ+b78yunNV74arExvv1xWFPwpjpVtbKhY0dpPDKsTr0tYWMDKZRsC1lS8uiOW7VEzJVJNILA2GORIF5UCrmd2rz9gLRdjLdg0KYXWYwpakufmsISb73InhXGOVh7sOasclTjqsCValQ7Wq+ljKeq2RoogOqpKWaPA1Tpqh/aq5sDl00ZORcAF054uNwWXhtHUJIDNIDtGgCCsBgh/+awMRUNICQGShUUgJJuvgYEL3nmvoZeZ8lEwgO+EPHTswdu3XeMbsysFjVctoVhRgeLVCYsSLITqaqscwXJIjNci/SpE9QEcmSKUIFKW9QfTjXXDkBeOYV1XcK7iCsVlnkot4fQtTf3KQ5wwjjpAPVMII6uSytQR2KUOoGfi+m2It3HyxstoPp1AvDFsYBRIc6qJnWU9hBJS+qBhk9aWvGuTY89dFaRR+tq4lm85DdZW/bEZMMTJZjJwgIEsOA6QldA+A2+8u2/fsmoGN+Bbten0HUOGqqVVoKgu8aKEFYnKkXKDxGsRboqwLEAHW1WINkIIUJUAFy3YDBJqCwC4/8EbN/OS3yw+CGPMudpYNjYQbY4wPe2hjQrqWXmE3aQy2thtPsAx3RCZc017G2XZQYA64AJkHYJBwy7RtF2R2NlXNAgX1hxeE3g4yeEKVHbpg4ZNt/Zl4AVQ0kWQuSOoepAg8BJolFr6AMtmMnATBrLguAmtzzTonoIDM17r6Ey7a683SuQMCAWKShOvS1SUaMuE5YhqkbA1EjZFWlVIKEGwEmOgXqYA0Ko/5MuNDTpq6Z1Lh1XxoUWasGqt0GJa+taGhwDqAzVeJQgDoVN2rGEHnid1xyjPpzvoY80BcwO5rPEtQAitpq49OQZNtUkwTZTDJge7Kt8pnTY5lP4yASlj6MsCpVcycA0DWXBcw176rhnYM6ftwWgqV/iql8MCYDatSpNZqaKkLEdYi/QLEe6IeBXSKUGwQmMQuhHTqj+0kKuMmAuIYWDVnY/qPRdtY9Dda5G5atm14eGO6ACboW/Qq9uQW0coWQhTgYLmniCV4PPZfPXqJf7AvQCzBPP4xE+4MISb3aXYtSK7l0emXvtFbAqA5iF56ZMkhdAehgSZOoLitAT5tgCpTwZOYCALjhNIzBATA0c/pIJZrnrMi0Y0Lh9MGS2axInzaG6SvlAu5ciMCbWIFjIvRHw7xG/KVEuQUGFgcUVny/rDNz+ECQu8Fmlf/rVa00oXLxcIcE1ZeYhn3/CQUimoCb2CUgAzTQ+NKggEWV15lTyftY2aYzMHL4w5Wg9eXEITWHoGqTaDyQsGRFEf5Lv0A5498wI8LCnyYc90SAYuYCALjgtIS5cGA5W5soGkuo/nBO0BAj4AvEzx0sS95CIlNaGJ/x1TM+NZiHBHhFXIzhIEizFGoC0Q1R9+DwUAKyamZyO8RABgrhL0IMWyUVFdyKn0IF55OKlj8NXDH9CM88Lb+hoPaFRVBF/pJTig2jcN1pGUOyYCxi0cna2hWzwurDnWZ3mKhV+WYVLOieoYWXducigFHJXL5SVN9a6KoBJUv0jYY1rSpJQMPAADWXA8AMnPJsWeZzgCGZgVW4cmYgECOADc6ibXqyhRRSIkYd2mVyE7S5CwBYJVGaNB/YGVdRDmP9qC+kMLthZdLxoAJkBLOJsEs7CgSXFEWyl4IaKAhHkWzg5YQ4lXHyBIUwu++qyshy3Be3pbeq008/k9VnPwRM++Q0CdesiuZzJVEmwGTOkrTXldyaTagNGkV4qVgEBEyE3CCpeNZOBuGeCUcrfdy449KgY2ZszaWDou5aRfgh3j1qq+r2QtEgoRuTA4myZ3SpDqFojqD91/8c0PrP3gqCw+VBN4oSA2+5XHXJEMRYC7h5V+LlZWt0Ko5BzRLztUJKlXENRtV14v44YUBrKKM58m1BxD3peTdS4voRyf56CPnb4pSKlZRW80vAtzBwaoShMqBSubbqrKS2Y4EyFhsY31UcfqyJSTgdfJQBYcr5P9p5b76DMcGL8W+JILTcEyccpWE4Jj3FrVd5TyFYaaThVCJGEmDyXIqAxbIKo/9AjIZvHht120onMV99JBfOyvPIILo5myV3YIVhVCHUOMOo9mFVANdUypM4iLgly3/A05QObzNcF5Klu+rvc47qU5VUoiq02C3SR5ydW/q7LgTEJKBuoIBk8xGXgQBvTmeJBsmeRpM1CZK7cG3HLx2Vwx5v+xTopQrHgod5e+VEpTYqghwGXk9irETZALfFl/6BEQfhYG9Qc+jlstPrROz9sP4QGOuGkhnjYFr1oEDkUMs6sWocs4XwzPdsBLpmoNIavinyhwEygG1Nk0w3zJwGabHAT4uYOGOxO1IBbPRLpLIUfXUylN2ayaAJNe8QdBBpwH30gh2pUrt0ZDeAkNYKqTgZMYwKWWRzJwEgP/90ic/qVXTricrD2DY4J1XmdWOyjCC9zSBACbBLtJMtKx+nEM5MLR6w89gor/kKP4qO58DGv5+Fdj5uV/9XiEK71c8AJlxgyPhbpeRLqjlNUaAlaVHVru5DJahyyugdwK1TeFIGXzqprDTxNCs+kXJDVl1qDxsbqLQknpVwKClE1HSl6lg09pQKbyVEhZdVkFXTeEV4S1PVvJwHUM6J1xXZj0TgbAgJb5PWy0njAN+xYKFebVcOX6VMzZnI7Su1L9VC7ChOk03dSSN+uPMVEoPrDzUb3tgq/98Ac+5gJiVXlwrKwGvICoVhgEsw5gNHEcigM1Awx4fVFpdSeDeRVWQksvQCnw60ZKPTS85YQOrKw6iaadT/jLF+8Z9zkcA281dY1JY0Eq4jrzEsf1DBU03vTFHWA3LSn9rkoVVFXK33NImUIy8NAMhGn7odNnvifFQKuG4CA5824OuDrhlr6eS3UDg2vZ8KtbYT0UldJwXVK0YEVTSDcFmRhXev0h61pg8YHHPnzbA6PhzofuucxEjn9CZPoL9UPlocqgw65XGKFKCPVEiKamYNKQYPIdYnZ6cq5JX2qyhNVpmlVv66kOvyRg1Tnl+QpWAuYgld8hEYMIp1Pc0gQAmorgstwHwQ0uC1RVyooR6u0hZQrJwAMxUL7DHihxpnmCDMz/kawPrW/VMl911kQMK2bUcMgaTCpKPDjnW7/w6S7f0PQqJJjQdC/KjhFAwlbxEbY9NNBDlQcrg3LDQ9EosETQroPqCVpVVQQvb9I3LGLuqODudVTm16f2vcpbOY7HH3ibrz6cpHGTo3qa6EMTZZ1fDyfZkSXeV3a/NoAMTV6NigarZOUaBDc4666XQ1W50ypYCsnAmQz4vHtm3Iz1HBmoz5L7mKj6Ys4sj3npGCxeSaDpQdxXeinLWiQUInQR3putEgQYx1OWshRaxceMrG57VCuPJW9Jl2lYClSLAClbZYc2MIS0wMsdFlcG2QuRYDq/qRNhoecLZ7yxIsDM9gCEjEOmsbW6qKjx1z5YVkamI5T7m0uu1l0VrzxclmfIJ321N8GazWTgTAay4DiTzeceS6v4TiI0HbfwYV4uYQKUobwskCPxDg4aDkF1TFmFyBeOkr10QC7qBdgjKAK7KpexqW0PJRySjM+Z8m4Ln/MYVvTxK8X4fWK61eIbHgyPV9YNoQhQMRHKDnm5UGLG2WT6DIsjr5cxFlQ8x+I4WbPndG9F0554Zmy5eCop5yCr346UQS7lJgcwciGs05RJkXsCwsnhgsqjFzptycApDOidd0q0DPK8GdB0t5OGKl6TdQji4BIjazBV9WUtQph8QxNViJcgetMA5i6SVT0IsF8IvmvHsOcxM/TOKACKT9iOT5iqJzNCv1lSaLuC+lB2CKySQvgqUlY6aq0LeoXtJw0wNfmIKDogzbYw87B8M8f013HWT4+KZEQcWLTTOraGF+rVdGHOsugCmABXlhqxxigAOH4JDcltLq9Ac2MTMANXYaUM3ZI+hWTgEgY0d17inD7JwIoB7XBglrv4CPNsNZRjAkCmqt6VRLpGiz07D4CsDvZdEN8CCXj6KqasHSHkpa/wZvXKgx9v4YbHCHnV2vBgAL2GgkDFRNAL70Ifs2eZqj6ZwV0ZTxRkPquBSijoq03+5RqY4p+TxUeQNfOJXoYMZ1xxpZdGQqsvcnEAlZsaByjRIMBfNqfZ9S6vnOfGJmAG5u9k4FQG9LY7NWoGe54M6D+fEvo8aNugA9PsCgzmyfIQIFip31QGWGhyIOonrArosrZAUH/oLSWABBYQGII0QQhNDZaOsko/f5sVP94yf7B22fCYgHOfG7dRKl+eAUeVFCpELO0iulUuMJMGv6Ww+Fwt8ZMpm2GGumQeu8DDXZXhu89heKNyIoCDEUfhOOlHY/0luDCOoLSWStcEDJpuHR535cll/2TzysNl93e9+pRCMvCgDHBaeNCUmezJMqAJcOcISzwn3Ja76hhVAI5ktBBBKVxfIqEJgFZTRQNSu5dkFR8AqP6QVYLiSMOx9JuOIXLGjx+9GAbhGx7+hMdqgMNwp+8tZUjVCnqMg3p/1R0WV7ZkxtEqp/gtvPT6g3bSXCvMp5I3VpZPrLx6a+Jk5jCWGtD7Mcdx3UoOeNo0xQYro7lSZNERALeuMvVsK+BGI6TcQKc5GbiSAb0broyT7snAGZ/wD/8jbl2emojLNYBFSVmRwCWAg4YxhSmbbpKsugHnXwElQKn6o1N88NqRFwU13RqUNNmryg7TTRse1cc7QtlhXj2xU5SUbhesaafXHNPzH9MDHCi1xuvjJZg5sskB8vccujYIDl6yup7KoPFmLy+cBXXZiW/pe3HTlgyczkBrRj89UQZ8Bgzs/ONtnF738MGnJYAsCwi6q0AJF7LPwEpU1iKEeX+gaTXd5I6uV/3hSsll8cG+CSB318taKoknwF79CY959KuyY6gzxm9Mn63Tb1USKkQkVLcoXOlyCMuTo3MVrNXmKTWHbqhgV0NZxk/yzF/LwU0OUIeD591lKNkc7asLg5rqq7sIoIsqWD2pZwkwxRkE+MjsVcUKlI1k4A4ZCPP0HfYwu/R4GNA02O9yCdN03HKUSwvJ0qSsS7SvoMgM5XG4GMk3ANAUuGUKGOJD9aAOUODyq+55BACCL60BEwLWmtjw6D3eMY9LdUYtRtQdArvz0bXx4ppDT3isni0dSqfhHC9/vH54mOOd4cvOyQPoxeGymqNlWeXZ3Hyd6R2AZbUVEjFa4KiCaT3GAX+gOYaOzDTlqyf2OCUyNcnA5QxkwXE5d+kZGVj+GxktG2131MJf9fEZtQT4miFrtRbRSi8YfDm/U+NLfjCFJvGulCxB0aSRoG2PMg40cqTVXxnBXwlW5Bms+yzhqdLqTRY46VmNzqbFHPvYb1/W9nhyiwKlwiaYN00Iq+KH8mXe58Amx4Bk861xDnTSXPZCwS+PzQ4BgDjloSDBSr0rofFmDBXMO6l1L5dj9GwnA7dgIAuOW7D6XGP25sfdnHgQTImtg2tQtTphhOBbKstCJFQhcFGQsPDLJAH9dFndllKCQklD8J7Kgy7BUblcKJCbZYfqDA9DWTdWStNRjS+M4x9mO1ZMtNJh36VlmqsW/sZfoEHlAXaGY/zESneTwyfIyYmuR151FcGpDEJr0EMZNL2EAe0cB1MvStqSgVsz4O+nW+fK+E+dgc0/T3/0ctOcy0m55I+AqlXrunsBH8BBE1Z9L0ECUmFdL1mCYB0hgEMfgrUTp2WyCK2yY3IN5LQCjvqL9z98PexmuNY4f1cYxj8dw/d8jNXGssmh7+QQS4SLCm1ySDNHm34LgHYVs+Q3TyGDle8RVwLpzSFGRTWH7pgejPi5L/k7GVgzcHQFWHtnKxlwBpr/yZxB3FSYW81HQQWQwDm9dbVyOtYMLq+qvixEAHPf0PTlv1V/lDHRB8XZI7DPQrLpqX1Q6C0zEt96lUsRXGXHDHlHf5B22MwYnyetPqvR2uoI+tBEluGOhi2bWvqqX/819+rC33qGw7c9WHzwroo2OZbv5PAnOXgxgFUeuuqkmS0RgHYLIxddaSUy5KULlBGJs6dv4wBIXCqHhI6pElduKSQDN2JAb6Ybxc+wz4mBODNujd3xmog7TqxXqrdR4OXVgAdBlhC81ISKIQC86UWAZxQmhGJPZJXgPYQc9KHJpJ4uuFebIQgxpsTCxUdKZ28sYzCPhzFWVg8z/qrfWgxPrDnmuyc4B6sDKVR8+CbH9J0c3OTg0LUQi4GZkspVtErSaCgO7YrmcGKCqap0r0EGyN1C09GXmTxCysnAtQxkwXEtg+m/MOBT36LdJ8mX82zHicgqrFWRlEs1goQIQVOtG9grR3r9oT4LsCeIwGVwaIIVAzl6hAiFO8oOY2L69OyEMkPh11NgUff9jBb0rJpjejpjGAhGuzq426HOoFnf5Ci/BAxhGEwkhNjSrxIWjeDldkUIGM7KQemOkwx/B4lOmoO14p+qZOCBGciC44EJf9Lp4n8sLxosg7S2MRQSM63maykpVE1lZbBZhXicTumg7GUKmBREEaSRY7XbLRjATMT+E8ZXpQiR0QzR1s3yDsuykrVILlNcpNEiOf+RFJ7+7VjEE1fWGdCz1MD2DDEeP25y8POx4UvA4MaxgyseToWUs3Hv780gAJTBK8qgCs1+d8R6CTsUp3RPTTLQYyALjh47aTvGQDlRHvM3NENh9uscXEqqpQncS99SWZYIZRWiDri7L+2uF7iMLJMEOUqgKTSpZMZgqm54VJGdyDCNYdd3WM7Z6mDaeQQvtfy73lc/PX7hgKqsTYvSWt5Y8R2XsMkxPsbx9ovpg7LzYs+LB7Tg0IXEJvNJyaa/Bi83Qa6eMugV0LNIH5SrP6oSErDppDJKDFF1S2UycFMGsuC4Kb3PLHj5KRVNo5cxwdm5f5FiIq1m8ZpA2UtwqfElAXIre+mILFWlB1RP9gvVmO7eid/3rVHEOyz2jR0IMR4vQfMr3bzw/NfLYXm8OCAKC/j6hgc7rAc40GTRw00O/HUV3mF5m3/OzR8dHQMNPZkJWC4zaQZzcfBq7GPkpEu3xB+IE/iDp4cLTeWmEHyDNZvJwJkMtGbTM3NkrOfCABawcLimuhUR8NUmJk/Ny1VAqyyoOtZW2VXU4OV7FYcSKY4EhdoZR46r/jUanbKj4dFSr++wnLnVMewurNbCpQvXrHsqg1RYMO5QVVg6ZGdTmxz8s/XLJgenQ9EOAYeuPTEsDdMQRnnPq7tXfQlQuo2YQHuU0CydNwGlS2qSgXMYyILjHB4zysCAz3slI7JyPi0BHc1mldDx3TQdCr65DGCYewbIOHi97C3ILOw5Zb5WuxcGuK+H3OqYyYsfYMHSzu2EGbD397k1B6IhsVcV7Af1qj/8AY7qJsf0+Vg8OjqGm65knkfQxUNnShrq95zuOcbwu3qOPFSIL1NFj9wVLT3GV3S6k8+AKSYDt2dA76Hbp8oMT56B/tSn4QN2dI6Gb98rrKn9XJvLfCta6IZ2LJTuAoHLQejSzg6U6cjSSUtM86mOYYVfPmiKXqD4CFsXI6B+QcxVAgYZj53Lo7Y0yodCaHK9lziQfZMDdQY2OaY/57bz0VF0WVdvfXxxUNvtfkBaYy4WhEG7yd8mYLuziUgGLmYgC46LqUvHgoHKClJgqCDy4pssjaiXq8N6HwJ1ln8hq8UHlgOtFhQUSiZF2KwSShf5VoXNgFWvQlnf6tAaWeB3KrDr4GWBvDpLoj6ZUm5pwH0uNZY1eNYMV1u5yQErHuDgl4BNd1WGKG/FU8Z4Gu8Sfj656rqbpGwJCjgkbYCIaVmjE9ABWmqCTwCEZgBnMxm4loEsOK5lMP0XBo6ucOdefZhsMWGWR0tfIs/SHOXB81YLF5UpjuzIPmR1xpUd35qpXnMAWSV8jqDthFkRf6uAgME3SFhzuJWejvFY85YJRrgccFddUm5y8PGO4fXlq+XRUf39WITR4ssxKraGLI1yyiRNRyjdHcxQOnduqstlnVZqELSftR46tcnAWQycO+Wf1auM8zgZODqbAX9ojgYrZ12wF6Tef048+Oaa0SomNh339wfIq6Oh5sAxn674SMdorLxs1hzy4W6EmhBa5YVjfA9DetYfch9ri9UmB2oRPt7xarifMt1VGdyHD+e8nK4xnUQIg2l8pTyK4mJouZ7Wy15nfusBYa0nKg2lpuzQHkzplZpk4HIGzpq/L+9Bej4dBoZZ/ciBWyr1CfRIEMeeeDm36gCkw+KtROg/5u09x2VLfnXDY086YMohXNAHX5VevnhjqQvs0ysjA1rXQ+/21xzuCIL7nUU64LWHQd9ZOV2I3COZaov5KRNgWIuMHX71NmoPXIbj6/ajozrX4bqVnv0IViqrrzsdCauHha1uWCfcCVs7ZSsZOJUBTZynRs1gz5OBPfOemMEE+GAFyl1d5v2FVPwE4TKvEATNq+PUb69wRSzTjZoTaw4VPPoECnPOuxrLJQVkdZODjtzkgNfw51TmTQ7KL16ilnpjWMQ5KF7VLiOlxlu95mVtELKoq+6LeU5Uh/FUlDakD8pS4zla8mVerWipTwaW/6klF8nA1QyEWa4T7x6mstdehVyw9l/gUj0L18WZFro3X4x/6X2+vTLsNky3KsqcV9YcrCcQNmxpQMMSxJ8/nTXT5ThUFWNtOwqDkpscgMFr6HN4dHTzW0edPVzJPPZf/LNH77fCeq6eg2ybe0NElrBSo5gpJAPnMPDaJ91zhpFR7oKBPXMuZ9I9yDCkzRoFgOX/t+ZcvXEDcJjKw1uh6mVRzxRDTzZDH8VXA14XpLXPMazf9dOAymC4eaFdh2qngpK3SKD0ekIYBgwlyPpZ0eFqo+94A2W4PrS3Acfproo9OjrdVYFT51tHdan4ZTykssNNpt4QFeQyd3Q77m0gYVYSG6yn+cEY0FvnwTJmoqfLQGu99xFfNpNWJ1IPuwlw8B658844PRf7c7QCOIqvjvqKIKg53sH3nU8nfdnnqOaRktsPakJQCcJHLtamt6urJYOEKoTViUVbvmY0bHKgCV9VHpW7KugEEvNa9dMNGYeu4dAcjdMLTa7ZIytyFdxJN+CrVMGnDFpVVlOmMhk4k4HOtHpmmoz1fBmoViGH6Lhms6E6tUJ5tFetN0o1/qHRleBDRUAHvLNv1Qgt3/W5QM2BA9jxmGoOPIAZdh0me+OXtjFUKwSgL6SNXQ3unUwnlYXLfBtl6J1vcqBYGauN4dFRyniNd1Xgwy/kUM0xaOZ+ccChSaOUM/ac3yFjDNoyO3PRJ9vJwMMz0JpHH74nmfHxM1Bduq4ZFi/PfnEwrDW2GFyWDjN2P4uHfZg3zSEy94Axxs5y2InQd4wfXRly8EMfrXsrzuVOGZS/eyxsil2NYa31RONmxjRO3jFhCm5ySPPmeH8Hn4KlZnidv5BjuKuCA4+Odu6qDIAxcKCUytHSY5uAzVdFC1lWjgD1zCvs0ACX5ck+GqSImopkYAcDDzN37uhIQp4AA4fmvf54OdWWE2PwwvXbKhRahUg5tVY1HhahWkOrvoHKgKHb+5tIvUmCou1HysWFne4YnZODCLWaA8ph5yBCPd8umVsagJb7H2P85cSgOfZl6hxqiLDJof5A0CbH+ORr8VkVBOIXcjD8EHi+BlyGkk1ZB9x8yDQrmlcRAUfxg9dwX0vh1wLCLeSsTdlKBl4PA9X58vV0JbM+egbCOnR0PCwR6LU5VXJ2bq2RrUKkUzrs7K1HQB/UgWrGPXM+HDcHi74p0WY/gezH7PSqVd90XOb+2GOky/McoQiYsRu//WEObWlgTOKgvLGirQuEppXVhvSIyRs91OgBDj46OtQi/lkVRMEncPxrzgeNnSnIOPzEUROUI2p5EWZRmeTRTH2R6H31AC29Y1JOBm7FAN7FeSQDJzFw2YypWXhnvcK6pJMLAbU0+chwsZcpvIAgOMzJoekBW3L5rlIQCOxDmVfZy07Kqzqushs7YepV6AzdZS3jl6ZRU6054I01XjHKjQqaWJpQbmGGbY7xUBWClpcXY3PYvSAMebXJwZhDYTF8FJYPcEyPjgLMskN3VaAZP64y3lUZzVNtgWHi0LUXmqNx2fPYeRbotfO1mnHlS0Q1N0zquvt4Lef6lJOBkxkop8aTE2S458PAO9XZzMb/BidD0wziltcCp3u5HgvB9agaEL7lJFyWIGHpDVN0aCqvC57oRm+vciDqgPdQMCg7pMnXBfm60mVPRD002OJfCodln8P9vPhwPbcfXOMyq4q3Xrzt/eJGiJcXcGEcr0K4pQETNznG5vD1G3AcK5LhD6gMJYh9A9iQWl9zzstpHN2BsgMR/OxXr8khzb6D2YHdiIOUztC+4IlKBh6KAX9PPFTOzPNcGdisSKrELGVKf7bFpNxaVkMZwTTAh8kZ74ZWBLgA7x3wZjW1x998n4UeAu+51GEolUudZ0+kDyQKBn3IEpCeBTIcvRt7fOHVeJ6jmmqPkgWKqgr0CP1iqeEbIbxFwoAsJiiPJcVwUse9DXwsZdjzGGsOPC467XbAivgD4Jq7KuCfR3nixgSz2X7vR/pJtABrkdfBWre0WtaWfvFMKRk4i4HNifCsRBnn6TOAKfzEA6sBj36ZslGOcBkIHWPkMN0DGaZ1vDmCo4bns3SQSxdFVkAt3u6r4HsEOCIR4oQ+B1/CSozyloJHCI7qNjHydRfI0ONl4qG+zxE8yia3KKDnPREBWH+sS43hdErDYgIabXKgkkBzumnCwiLeVal8VgUuF95VGYcP90rJOGjtENJ0214OnmQGChe041inuWZTvsBlM2YCnjsDuKrySAbOYeA9YX06EvWt4krsly+b5chUiJSTMCbnsiYISyl6DpgPB92TVwkuR1rNIlgx2MkSvEIf5B4E76dMZSerMOFdcF/IHUf0sGSYn52ACSwO1r01B4sJdkRbGmzidd7VWL4KTCUFMQKgqU0OKHWTZdzbGJpjUXL7uyojA0PfahSxz2e8dj6owvCNk3RG7oyRDBxioDXzHQqS4GRgYAAb1psH5vvqsbNYUV3SKUdYi5T7IvUShP1RMYHOYYnF4WMBxhddf9P42lyd2KH04GPs5YWhPMhim6WQfVbH3+phpxvCROexXXUkUo7lcKDB4XSNCj5Ayq+0GBXbL2EzQw5zYeE5hpOkoiRse/gmh54VnW6ajB19NZ6SsfK4+q6KmBk7NPTZuzm0x+KVAl5Lq0z7hc6ZikFwhXkXg/lAoOCZzWTgAgZ87rzAPV2SgWMM7ClKQkSvUTp1SacW6ZUgYQEoF9RQDQCgCRzvHhUTDqtO44ospEKFd2HLHXmBDB12shBZfZNe6agRRv1ppdPQiFRkOSoFhFqQ1odW3K8vs9RQYUEw6gl/ehQYVSqdTQ5VIdzzGJvY5Bie6kD87W8A8zFisDh4Inju/KTQKsCIXV5klUrESlMK4QrxdCV40dTOymJF0D25F4eUkoErGQgX8pXR0v1ZM/CevfNgj6W3ihm5X6OoHKnWIqxCyu2QagkybIH4ENgTrbvotS/esGq6xttIsIBhwBDZCVAcDwJAxwVIhAUASZnOweqVZwlyC+Nx3IW55MWmAyBDiUM8jK3Lag7WGQgQSg0+jcHyAhyE7x4dnvoczx+KidF3oH4sR4Z7KPQihjXKDBueIQUSgEFvn1UZ5CHEy6XOc36CPCbDy3KQEJG2GNYSRrJ5+GW5CR4ADHrYbVfsBCUDlzKw52K/NHb6PTMGynW9RQDX+6p1s2oJFUm1HOlUIdUSpKw/NooPryp8GHg/acWtYrRKQRCyFQF64ltgd3QZqbHOoTO+4qg/jOYAmTwIU0sjL2paXYKex5x6Z83BVX+OHanh1gWfxgBmLhGmHCxQaAVStQWQ452UqdqAlz/AAZjuqqBS4WMfQ0XS/6wKB8jMlFVSuIkjwaum2JkQWW4jMN9mMvR1E3ObDmbUZ8yA3g3PmIMc+oMzsL80QddCddKpSFSLlFVIqwQp649dxYcWRCzVOMqpG28sxxCgSd4FwsKS7+5jhuEFXoopZRAUGXpfCMseOsCDeASXgWEHPCyU1cgEz2GrX87hFQaArBJmj+m3MPoQCgwqKUAS+jLeIpl48U2Ouf4Y7piMXkPZMe9t4HIYtj2gH0uNQZhrkUGvbwBb/V2VETSN15nhJCoeYMKh5tgaXqivmoS5SmglLoOSuVIvjQ9PyhSSgWsZ4Hvl2ijpnwyAAa1EF7NRvRw71clmLbJZgoQbMag/PN1G8YFp2SsAFQ3QiwsMiRhZO+wEjHzdhUmJZCLAsLyFztAFMPUEGmEgcEUUQCbCtF4KyYCEeUxEwCE8YeEVXsVRrTCEmqsB5xdJhmQqPmbMkLu1ycEsrDOWPYzx0Q2Yxv2PoXMQWMcMyHBXhQ++kuQROg2Wg9LA0ZRMGF5xuJKawEYJIOzA6/SE7j6P0NF9TolKBs5gAG+jPJKBcxjwZcgj7r/IWhFa0bw4cIwKkXI7pFqCVPc/+sXH6p4Ll5DV4jh2B3oNSSxg0eQao5lfAscgAJtwROSg9NFWZY+JPiBIZ2FjJ+FSDgHBPRSbgGlczB4wRZeO3lgJ5chcT0z9Q3GADMBgWOiINjm8BBk2KsYbJWOXh3pitYcx7HYMQUYlvjQE+x+Nuyr8ytERGk+cKynjNfA8JCmUo256IcA1IYKbKG/GLF0mDTw3ozed05AMXMmAZsEr46R7MtBkIKxNTVxhqF6drWgOLguRVgnC+iPcgmH9oc2P6m0Xfey2WXl4iYB5nv1GL7loyqolQAJ5EIBNDo9KIvGKUNIgPjBYTagXmWyKNfrCqvgBQEfBWs1qzUFwY0Xr1Bxc+8dOTSUFI+F1LgsWPYsDArzC4DbG6IKxDeUIaw5qUE+MjvGuCksZgCGsKhL/a/X8Q24IJFogjHGHV5fL5oAoMFS2XhmwZYW+wXDHYzSp91vAtCcDt2HAZ+nbZMioz4aBo9Pg5ryqVbKksLxwS7BjQglSrT9amx+qPNCNUHwgTrPy0BLpSzt7iZ7R6ibSFxYFAqCUY8lFS6PgBKBZckQT4qM/sKJjOouhJ2UTvtWAQIZjjomaYyh0igMrfdCpBHGTigOAO5scfGjD6g8UkFOdgbC8jWKPbsCEgnN41IMxQ094h+XFy+IPuQHnnLhME17DsMRM0IeUN2ni1FbPVpksjKQEpCYZuJABn5MvDJFuycBlDOycdTVLe5bW3OkXdImRtVp/+P2Xsvjob3tsVx5h+edg1CE2NdVTwKuqFgDQxJDg4kqRwvjCOLmMRiQj0BriA+BWZmzFYTRWD46hPrwi0XxsfuU5qwqvM+DKnQxWEmy2nuTgvRgWEETO+xbVuyrDLghgY7Ux3FXZ+ENugGKwHI441PBdDySOUuN6yPKl/iavvMgeItNNup9BnxADYcJ7QiPLoTw4A+UCv6cLm5dgZ6a0hWxKVfbB4werTF5/cPOjLD502+WSygMdVZWgygNKdgj9kBXjgN7H7L4ilC4qMhwvDEOFyGgiKdzpouBK6tZqZ0Iu4oEMeu+Gya0bK6wzxoTe46nUYBkxJhnqA29Cxmj8OznGOynTdgWs2NUYX4d6ItxVYaixIpkw7MDgUv1w7GheqBOH0PNUEoBXZwPcBs2oGF5oYtNdBLhK6CS+Km46JwOXMYC3ah7JwOtkQBN1pxOty7Q6Rfscjpghvodyk/SbxYcqDwRH8aEbLn63hVUL77bEhzy4nrbKDtf78DAqOKrCYNfVaXJXxdDkYVlzUD+MYS53IDAjgiOyskuvLBC8KmBnANMhX2lMYM2B79PyQ7sXVHLjAbJqC21FOIBeYxkxpGTVMhcZgwYm1BPznRR+Mna5q/LyxZsMa3dYhqJk2hTxxzgQq7yr4sw4YwPYCESTGrx2mHFCOrAx2NYLY/kFvuUx2ct+73RMWDKwzUCYsbYdEpEMtBi4bJL0abYVuTNxlldw2Q1PEULJ3fVSqvhgAYHuaefDnzYt9zzccSk74M/OoUOdsgMwrw/gUl0FoESn0VcVIoE+AZhUMQlD08dMpRIxsqiEHoeakIMmhKJ1dGq9tP6u21wBLBVN0KiqQGR/kgObHHP9AWHoK6woPpYCYnxKYyomlu/huPrDsaIlcBKaJKKqLDmqEhhIXnnZztGg70FXftlIBh6QAU2tD5gzUyUDxoCma9NFsTr9ElTOrOU1HVJ4NHeXY6lUAYGkLD688tCeh1ceYcOj8mwp+rGz7OBQgcdI6OXVg9ccjhGLADgFxMCqmkOaYXgzGCy0HBUZEXAwuLMmQEOw5XH6W7KvyJ1taYyBhwSdTQ4+yTFXJEM/UI5QOd5JwZmZdjXGbY94VwUFCmDwGquQSz8cOwSYSRhjRbbdOkBHkin4eaGm86oLVJhD7vJqCkhw5Cw246QhGagzUF7CdVxqk4FNBvbPVUcvu9a8yqk+dKzsRkjn0TyCO8pFSmlUfHjl4Rse6A9WT7/VQhfilw0P9gM9qJYdyOd6wLzfHHMoO5wIhnXA0K05pqIBwBFKQxhzwYRueF7AcLiG+FF9aLVCzTFUPPPBPYm5NWxOQPb7LCwdCAibHHNFMoQbawgKQ7WBJnc4qndVRjxOzpsKOLoMGibi6/xBFXycZbwKxJWEMdAy/JKlUsPQLb2nTzkZeCoMaBZ9KgPKcTwGBrSKb3a2f4GGhY/ROId75JDOY3oEd5SLwKXGywjf8EBq7nmEDQ/Hb5Qd6ArzIT3KDix/7Cj0EPQqE/EBTAroq4AQWMcwCDAAMJc0UEqGiRTQizFhxeHcUb9apqnqvZafWNFKz10KOs+bEFMPUIuwEJmrhKEfcOSfkJUVmrHaGO6qAMCChhq/q8IgAPAxDgKIHyKMj3EM1vHrR094jKMkbUyGl+GoWmm6+atO+c0zZYJny4Cm02fLQA78rhnQMh962blww6TNxdHdPabHcUd5CSxk0LCMQPzWhke17CC+WXawu+gEkzG3SgfvqA+MMsBVpKJB8OoBXps1BzClFzQ4QmfEzmjsv/iNFTxJgWPeq5j8WA1o88MrDMhz2TF4zo66n6I7KcM+BwAIwsIFhQUqCeCppy9CcQsEJmpgZZHxcig1xs7xK0dBL4cMnQT4lPKYFS8risZIK82AmA9a0Qqszvab/caojpy5m/UjAz9tBjiTPe0x5ugeiIFTJklNuf1OV2fH6tUcehXiexx3dy+6lEhp6OiVh294cLcDw9F9lurjHcuHWZAPBQGLhsFtXAuQw6sEKNFFvQovMOlzgELRhFeloMzx0IUYyDgQXCY0nRo0iXG9eIGyf8gXfZk2hQYHlQIsKUbNAGWTNcFcbQyfKJELNjn0+dhxq2OoNoLXUEnMj25AgHXeQcEJHLKMWx3DJgr09Q/HAkUSJIydW5hxfTChSQ1eA5OjZXoZOjIeHcwMufp36O7V8TJAMtBgwOfYBiTVycADMtCZYDUJt7oTVrrqxe3xQ0B3d1+5CE+kMKHJyqOz4cHHO1R26NmOoebAgXwQWF6wJkBTOby2IFJ4B6NzjECyFJBNWDmqVs0BmNzpK3bggoPuozi9UO+aTfnVC9/kQNBXIxcsEejN4oNVhbYfYJr1Qy+5OQFh3LoYejZWFcNOBkLNZQRqi0VD2UqNymMcEz58OBbRcYATMiCBSrHkeprwKitkHMDgKJkc1dMLMWz0ke51QA4dPeCZ0GTgKAOaM486Jj4ZiAyE6RTmcy+v1nzrc7L3abM/HjAEka8PgXghAyY095cdQtbvsKgmQGLkQIdUc/hoXa4ioXRHxOF4FB8RIGsYxDMsZBwyQaYGgpM4gMbDkbOu9dufHn0JLubIczUwFT7DfsNcBLGSQECiWY5w62IcA2IMd0y4k8HHQVSsqBaB+1x2DLXS6DLtiCydsE4ffoyDA3F+xLmFncbrMLe6PDMz6Pbg3TfKuq6PnKoYJNvJwDEGdNkdc0t0MrCHgcsms6MXZZh7fVoOnfT+hCwexCPIRXghBQsYNolXMYGe8D6Lf57Fb7IIuSo7kIMLLssCND26lOgTTHydFuhx6OiEFxmMRi/YYeVgpIESssaj7GOwwYRD46cSGB5BryCzPf6WI/o+9Xn4iCw3OQBmGQEBJYKaqhuo92Ji3MxYPTqKugFB6D7ePYHMeyVDwLEc4ZAGmZEZRNYLH+NwKjDM0By7jpfVQTY2SZOP2PPgsjaFC92a8dKQDBxhQLPoEafEJgO3ZKA16+68WMMMrCk2dFlZyrCK4L4lvoQRw4Auq5hAH0LZgQVwUI5o3GQREmXHrqc6sGKiHwjir15kIDo6RNiQajzUhInD4MorWaMlBdTDFXoOz8saxnSyqOm/KuaL6cbK9GgmKJhD+SaH6gZEdT3QKBeglIDRjs9hDK/aC1HVQs3b86MbYyFy9mMcgbTQRF9LDbkit8YM1fte7fZU00HntYlIQzJwOwY4zdwufkZOBk5jAJNl+bMZHbO3/5R4jxmscnS98FISpiYBbLqM1Y/1BEwoO1h54D/d+JnAQI8HYag5uNsx1QRYVbnME0+wNOoErdIjIJDeBEBNBqGGjrLCEXJowhEuRE59nWECSyCSEaj0V4RC0w589+ibr96Znh4d9difQEHAbQzsPYzNwYd6utIKWQIeHR0xwytrkRm50iAIYtK0Dkj3KdEQavxWVOx2EDy9zlWRyqNBL2WQy2ZVAyX1iOOhqM/XZOCRM8CK+pEPIrt/Hwxw8TralysvwTJpP6DWuOp8rmghSNWLYCEDxq0us5jgg6La7WDN0brDUt/qwAA8rjYt/ARQSSQ6qib7KheYvPeUEdz1CEvKsOwyLxM5jwqiPjhSypoL/3t+aJODFQaqFNYNvF2CJNjDgGm8nzI8MYpigphxbwMy76oAgPEPB8Dc/5A83ljxXo44II9+GwdiOCdoBkKYxDFTqvFX3+rIlJOBx8DA9JZ7DF3NPj5NBjADt34uG7BH60TAJK+fEqYgwVS6lEhi6EhrKWO5Y+UBE8sOCFj38DNo4DYexNS3OpSGYP73e3SfFjnIrgTMm26d0w0ARkB2yNITjFdZYXKlm6a+t38R7O4ztrXJQTs3OWZ52PyADCUrDxQWNFFP5WwakDN+gUHjXixc+Co8NzbwbRwMPj1vojKTNQFsEjoyTHB0JIOWGupl7QMcnHIycMcMZMFxxyfn2XcNi1r1Zz8x7t7x0gpYYhQhmOjiSiKlcYCbXFbZoTsscFfNwbJDmOX2CldMroCUERSHa6jHqysB86as8IWJLgBAkCw949PEIEPK8aDSXxUEAiPAKqWQcwBmfAObD3NkfFxlfZtjuf2BGoKlA7xZT0BglYAmhfKuCpFyVFXBLqhp9Qd6OYcdu/XmeGOF+OFVRUApuDXIg6f5skmN4kjpAqx9gINTTgbukoEsOO7ytGSnugxgCfOfLnYx7nEpl0L5y10aCMS7hjBpHOAml32rIzzYsb3VwU7gFRFxcMEe1sq5aIDsSsC8SRfiYaJAX8nUqwkBPwhCPaMN+eZDAAkeeUYNvxmHsFkfNjlQCqjyGDckpnzUw2kUBqWKCQqsMFhJsIyQLCT0UKoZBBUfQxZ/jEOVhyqAUhh7hpfpKMsFucyQ4TeU2jtxvWQCqr7CpJAM3CsDWXDc65nJfu1mAMuZ/+zx28RzEcRredDX9SU4YHxJdZNkbWMgrN9hGZrvme6wqC5Ztjpg5vrLjiJc0FCP1wBTkwA0FcHBkhEWsjeZCBmppJWvQydqR4mERsfou2eTY6w/Jk8rEQaNTNTPuxo0DWMWfqwzpiCjHpWHYi54xsSrjunR0Zf4BO94aO0vBdilDGA1A0B6Cp1XOFZ9Oy5pSgZeNwNZcLzuM/CE8mOe3vNz6xFzFddavplO+CpSIwrWqhfBQoY+uNVNkHmo7NAdlvBUhwD1mgMJGFf1BOJCyVdXAqYmAWhScLDkpYujI5ACD9FNSRNfGRMyBESQki58pZWmWV/d5KARFQM3KkyYbqNQDxiF1l2VEYB80zHGWZoKQjMLlPgYB23aitDCL0EmIKWkV2iWAMFKJE3+CswemLuknAy8Pgay4Hh93D/XzFxcWq/nssL1V8tlP3gfzA6XEejl+oAMAFh1qGOO0U5GudVBRwJizaECAiCE8yZT4tWVjlGfILBPBEuvikFdh4kY4AWTtS/QV68CjxpscujgkxxsYu3njgWa2o0wYRibqoepUBh7xhqCSMg0jUEWOTTp4jdlWHNMj3EsT5rAb31o+ZcAu8toejlC7wBQSOhbJmFSSAYeDwNZcDyec/U8eqpliMJZg8ayqJ/NmERWYepesJYuof8OcJPrIfPo1Bx6khTIpeZARBytegImAvDqGLkQIJP6AU3oK5tEwgsHZOAZmVZ/VQTBhKQ7XqWBMB5Y0LnJweZYRkwpVTGgGpiriqkQUTlCYbYOQb10QBPFh8qOsblUHmMuukwZ2Yf4qsc4aPCyQLKEMccqgpsUoVTKtHLuNIavic8jGbhbBrLguNtTkx0bGMDc7z+nkMI1XqtqK2Yfxl4FX7q4MsA8qZukVwTdPfHbK4wcao6l7ICZqyRC40Asb1KJVymZFc1goi+VkCHIy5vUQ1MeNHUAcKliRqU2OfAlYMNfVxkPrxK4AwF1EFSOUF/eVYGLSo0RvDy6MUZD+uFQ7TLviwz61XOjQ3t8jENVgoQhwHy4EnKnSQ8HzDGG38HXTVEmtBUoorOdDDwkA1lwPCTbmetaBqqL1MVBubpz2e0EIawKYH+CqcRP69iIC1aZXA+Zx7zaxq8l9ZoDyNNqDsRS/YFOoHPTcj/L6tnUP9MTjFcNiRgGpJUxhSQAr4WGmxy0e6mBUoDFxKgcMslKPTV49R0OmUIlwfhzkCHaKKvEGQQVKINp+nysSBnwSxmhVV6CW0fsAq42SzxhLbBbo4w7N96PaM52MvDwDGTB8fCcZ8ZzGMD6MC0RV8fDOhhW0jJkB1PtScAHjFvdpG5I8K0O9kpf1IGmrMdqDnhq0VwyzYTCJGYheBOOwLPHisBuDb2ZwQToNURwvDBUrpv+TecoGrjfAKCKABPguexMsLDwmgNWuiOOvBgqNKHEoRqFzenDKWwM5nHwehpDK7sEmcZY8hsEYagNTSg7pQLAJZ5x6q/ejzoitcnAgzGQBceDUZ2JbsLAeoW6KgVWUi2+rUDEVGHsSXAMyIBx67BgjgdTQJQAmVsdxx4jHdzmiCwO2FQnVAcgkwDqBwT1j0hoCBujrsoL6AWmtXylO2AQQiiAqcHreJSfj6UexQGLCdUfLgCjQoEC76pALy/GGTXTB16kMd+pH+61em7UfCZRdUApACEl0aEMCFZiqsqqO5XNVwTqxGq6pSEZOJ2BLDhOpzQDvh4G5qXq2uxYEDeXTuRowdCN0JMS6QC3Bj1Hos6o5mDZ4fscQNLa3OcAQiUF4zIZKwlokEbFBEySofdu0RSUQ/rRhXrGhMZ/pGR29UEY6akZm51HRwlnQQCZuxSsGHzHgrCgB0CbJQLIKwgBOeTi9oaeG+2s5m5yGVH6zblb/F15hXuIUAG5qrNt4rCUk4EbMpAFxw3JzdAPzIAtVddmxtKJn82jhUFPwhEChq4qjuullMCqApFDzeGPdNRrDoZgGaEc6qUElgXsussAeHPowVxPBH0YdtkE3n0FYK9g5fHqhTY5qo+OjkXDgLb6YBjGvCdBmYBB1u6FahRUElCi6SWFZMHYHer53Cg1w6u+/msGTSYvBVry4D7BK16yBIz0FPrWAB6aYWulgkhVMnA7BrLguB23GfnRM4CVkSt1ZyQtDBfQ4BiiDSvhfLhJeiklVGuOOUZ7nwMIhrAVffBCJmogLDlGPYO6Hkg05UIAXl2PIAQQ6a+CyRGCAFJSMzdtH2H5LKuqgakOmHcsWFXM+xkINJUjAS/9nGT4jVAGIylTmcKahhsb1z43GkqEfpP9AybA1v321g65E2uHd0KSgSsYyILjCvLS9f4YuMVsijVUa3FrxC3MevUcvAPSAW4aVsvxkFJCtebgJgc8KvdWBu0cC7+58EtJzWgfOsellt2alt2x0+oQHWECmDD67n+t+jKUsljk8Ogo85Q7FiwL5mpj6DplfTiW9QSU8mUoOGqbBBrJcyj1ifD59eLnRsM12m/O2c6uOUJWpUkhGbghA1lw3JDcDH0jBjBZar6krNcbZURYLK+bRwtTLlkB6QCZbM1dstN6oOZAp1k3MIdHh0k5gBGAeFqlL5vQ8IAjYRSQwjWQ9ePR6CvHOdhSD71Y7qrAqG8dHbci4DZUBnNNMDRHDTI176qMpgkJmXFC8aEm904A4zElmj4WO2RZDl2Li2qWWqag7zfnYMtFL00KycCjYiALjkd1uu67s5g2H+aHNDDXQ1KixbqTFJgqjGuuOwakL2IeQXopKfRrjiUR/bnOUoa/NwFVDgkASCZA6dmEFRgoHbZk7UpVXyj5Q1eTw6OjtNvtD0Bx4XFIkzDVB2Pnwo4FwPCVktEYQcoghOJjiBCeG2UU1Q0Sxrg0xnIhPE3hLnAI1inE+AaTfK3QynFt3PRPBloMZMHRYib1yUCFAaywvvJWEKOqhRnWxvXhSFtkV1nkJTCFTs1RubESigw1GR2v0igNOzQt5XN5oSYHArBgEqgEkhp/De4wESZaqGFzfHSUoh4dRTHBCkBFxnyvBJ7DMVcbq0yhQCGSYJi8pJAsF4KnpHqoZNI2vm80FBBzCP7e9VqNAM+Wfgp66NvNN2Lt6meCkoHdDGTBsZuqBCYDMwNakWdF5TcwVRgXX3cIsGnZHN1lciV9abqk5oA/nbUiK7o0AEgGHrIwakLjGHZrzysc6avhwYtKvPJgc5Sxm6BV3qqBITe2Iry80M7EFGQuPsK3ccAKr9FX+QYPBFeRoWpmFX/c2Dj83Kgv6y15TD90wg8H79FPmJabh5Cc+xyiIoWbM5AFx80pzgTPmQFfUp2H1UI3FwACuFURpJSGwuGag4EUhU28KoEE1hlqQoCXmuwuMFRCL7yU0sCqH40TApWA6aCGTZPx6Ch1qiqsOABOGxuDTBOrE+FDDcFoehVsdJ86JBfBKsKeJdtrgJaM0G5iplJD/UbSllul+6lKBh6MgSw4HozqTPRMGdDKHsY/LIx2AOZIt0ovpTQUjtUcSMpAcObCqrgQtPYrB/HSqwmwHG0g2yJC0TfE9GjEjLHKv+WGOmC6wTF31ysMVgl8pR7FxAxYfSBl3NIY9ki82qAjMjMFBPkOsj83yic5xk4OL1rlJXhZIKUjg1w2qxooO3pal95M7fYv71kblZZk4GoGsuC4msIMMDOA2fXcHwT2GXvO8/h++9rtvfcVlnpHulV6KaWhoJqDcfx7SGmavhAMZi7zCqRV3zUdWYk1EkSAEi74YaFAgUppCJAXBTmySQxe1RyF/l0VYlk08HWuNjS2AcK6YQZXnhsdMZOLShAJdIyvvNmjJbsjRE9ry4u60ISy1LSQFvWpvHtWQ8rGo2YgC45HffqeeOdZbVxZxIAjRTiFL0Y7GgoLK37Ko1yFHaaVF47SSykNBRYW+nsrZa5BQ2ctxPRkTUCrokNQAsjSMy6a9Ap6WjuvDKWMQgaNwhI/wlp3VWxPAlGmwkLlBa3+GIe2LpQcApQWZ0pvQQYNHePfqWeUVk0wuhGyqhsCvt/0IFOs+VdwnNXz7w3zQdgMz9/JwEUMZMFxEW3p9HgYYNXC/qryuEa4ZuhawUMQLa/UO8xN0kspDR295mhucsiZgkK4fli4xwNWyVCwLJALMXCEHkoIlCVQSS8ow0GwR6MjYfQa5epdFaJYJVRrCACo1y6FSorRND03CqUKC+hd9hSUK697vuBcbl4A+KUpgITS6r6CQWjpHZNyMnAHDGTBcQcn4al04bJVnKOn71NhojcOX14dF5Zjh7lJeimpWfRYp7H6j+ZmzQHECFv2LdiEXnFtvR8iQi8TmsiHZsAMuO7BIHxVRngEDZuMNMvlXRUVGawnWChMmxDj8FheqICQgMBeeXiPFbPETFnG5zZu8kGVsm7Yo/He1+WycqnidsKqvqlMBnYxkAXHLpoSdDsGvNSgfMHr7bp3i8gqDkJwrK1+OMxN0ktJjfQM0qo5Bis9teTLUxElAAyrkNC3igzogQRAGApUKgI7x1eBpaRGVnlBPx7hrkrYupgrj8FtrjamEI6UPAVl5PWjo8LMceYeuM+QZoyvxbosEYTvmK7HbATfMCt/CsnATRnIguOm9GbwB2Jgf43yQB3aSqMlPgDDsuYwN0nvSoSivvoAqRKt/pwstAwBTy7NaCooNFWZseACKzGCKU0pAOM/DmAoaTzaLPtdFQJDKeB7G9zM0JaG9jOkQQTIqCrgNb5y8FMPhPcND9imjGOR8aa+G2TuzeQcmqpF3OwFgMvA9JseJOVk4LExkAXHYztjd9xfTJU3+jlx0P3S5MREm6FYHJSweYWdLA5zk/RUqknBH+ZgoMqfsIdBRQZBWnYRVMkgKDpgaLLIoEt4BZK+xBAcMGyWcRzMIEKOgu6q4O+q0OJFBjXlq4qGzedG4YuSQnsbQVCcmKJfeYxBJxcvJlpyjF6UIB6wBDc1nq8F2oNp+aY+GdhmIAuObY4S8doZwES4/+ea3rbKkWtidnx9HXcYVls/HBZMLRj0XnOUD3MMjoylIkNpPIeswLOGGDzng+UF9fBy8AwZfgeYx4c1OKIpgAuzzLsqWv5ZFsyvA8irEO1VqHqQZuiYHdjwUEyoJfumiPS7PqhSXb6rSuvGIJaYPZoQpNKsbrZUcKlKBm7EQBYcNyL2OYZtrdYX6y8jEZNz/+eCsNUhXBCndNEqH0zz8jqpHSaTlEEjPZ39YQ5lqd9YgVlFA4IqLgQPimZZfCj0HoHBFR8uiO9NyZYo3FVRDcGaYLrfMQ6AJtUWKhokICGs+AEStYWQ7Ltg0lNQxjjEzQ+qlBXD2IMlTgCE5oIzKesHIyPFR8FAFhyP4jQ9005Wl/m+cg9TnXJkj7swoSfSHxV8KXdfrblUOkwmKYOG+vnOwxK1d2MFqDIc4qoEAcCW/yUoMXilgCCSJVDpoegfAjICTfSVPAp8RhMi76qEgsD3NlQ0qEqQAC/JDO+v2tuQUlmo4ZeNbnxQRc6l4MWEFw2uh1e/WYZdNJ2/3xaCLj4pJQMPwIBf7w+QLlM8ZQZuN5lh6dl59C9oraetaNUh7Mxept5Mp24AWbrDitTeJYfJJKU0DEs9ao6Xbw6fkn0LC+mrFy9fvkDN8dZbww0X6IeDbiwFkIxubmI4wHB4L1U9uJLgzivjEKCxuRImNmmFvO4MHpnApgQODOhtfNX4+Mp45SvKjlcTBrXKEIiaEjmahkIEeFoh02VuDvxVHQclSPBRAKhRgFIc0oytS17KCKXmkrjuE4bhppSTgWsZmN5a14ZJ/2TAvtATk9bmzyHCMK/u/+lE7veq5VhN3QK7Xulc2ZK5KpVWX8VgrcKCMjS5z3HsxgoyKTEE1RbQc09CVvVYegjoAQB0lCCkBJrUpJeasPJQ9llT/XAsNy24scFdirAzgWB6bnQOjeLi6g+qaNeFQXG5BGFWLOWKMDC1ZJhwAW0e7r6A69rRvifoEiilZOBEBvLiO5HMDHWAgSuvvLCmeuLOXEvYvGy50yCXXdqZpRVQCRi5E41IAMo+wIT4PijBgt6RxAipnkyJwiYHtVjX+R8QulH2HBynd1GlACJ4F0O+KatpHcwg0jALm8o+K4fHOMaOvfnq1atpi2YIO+9kYH8C2mGXYtyfGKKg7MBGBQBvvnhTOxZovnzxJmDaz7DODVUINoDGsNOGB2M6piLDg/0MNjBW6lvglp4x+9aQN5vJwJ0x4JPHnXUtu/PYGMBkePpRTtRMsf/CxeoZjlY/y1xlljIagoeAZRx2gNGqEdRDrvVqSkDMkIUm6eUoDQHUt26sAIOnR99AaLlJ8DoAShzaD1WdUe3TiN14YUCAFEEaeqobnnpUYkMBxcLg+urtVy9xj2goMug0KMebRdYcSoexXJgwY6mB2zIajLCDwBs0DKibNaxmZKUeH1R59epNPM/xNioZxHtlFwtSsdsdwdMK5krKpWmPZvAtcWX01CQDD8qAvUkeNG8me4IMXHkxVVdizJqHDs7z7tLpVchYzRUChmghAvMqTvCllRGqjgTAFLJQj2iK7BjppaRGTbpPwceHOaRhITLVHNCikuBC7M5KAABkHKF/VI6W5QURygNKjYFW+mr1pxcxNFFGx6R8Oazv5WMc3MlgVFYhKhTUEVQe8wilm4TRZXgoJBrm9hg/9H626TfsVTYEcMHBLRl4N7n7tgzP6mm4POJ2zkQkA20GwszRBqYlGdhi4OjFFObCo+7eHYXCVLp5aEXoZOwHbEWQF/vAzgjsHWPqgBcA+mrfEEoDdIz0rkQ0NvnK2oIp/OlRJT22yQE3Day5Ri+xF0leGgls3DKRBhjF1NhmgXdV8BgHaw7e7MDrvJMx3D1B3VDbnxjurbAnY/WAANAMPwLP1iECd0HGQkQ9g/94v2bc2MAHVbDHMm9yvPPiPfbxEHhwpB1hIeWgpJjyKzUypZAM3A0D1WntbnqXHXlUDNgt9Xq/MYv7ccrFh9UUx55QRAKMybl1cI2AtQwod1g9glyCl/AEO0zZkUUwKSlAX/ZhPwbpvJOMxpqDn1hRKCoPbHLAk+FUEyyxJI2Cj817Q5QYkUkaALwE0WBmgXdVOo9xqB9juTB0dCwphkx4bhT3ZFq3VABgScEIYx1D96VYoan5iiQ+kCZuNAAsltzRZQBDsx9zl/X8iLvSJuh5M7A5pz1venL0BxnAZy/Lg5+PgH6zIil9qxovXHZewVwiq9Gg9Dm/xHD5KBPRy0fsCw3xIbIDmAgwYUJq6MukiOAZhZE+aNQMwX2TgzXHAFAUCa6E7HXA4LBeXMvuEuMwdMgHIJPKFweoGxAImDW8q1J9jAMhp32IcdsDzXEnY/BXAQG5eoyOU/+0t6FiZbxHE58aGeKwAsLw0T0dCMMmBAwKh2scKRcXBHal5NJaagZw6JP8O0I9UMchTcnATgY6M8TOCAlLBiYG3vtddSowQ5cHFryLD5Y1qmM242BBvexC1zIRUrDvHrNEOoZWBCETYeiII0BIBL1noRXuNUaXaiF4sclX1hbc5GDNoYzNTQ6t9BoABOWodkVBq4LG775eyhCgvIQBQGE9ft4NmV+HfQjWB1YuQDl4hkc60OQHVcAxXPCg6FiXTH0aS5NJrg4Cd1KGz8kMJQ87aij4aYymros4wQJ3HDumetzUJgN3x0A5m91dF7NDj4UBfJ3U/qME80sw90dQHbNZu2A96Vcnw2TOBW+dHgPCwhoOaIDvHHQhhksJiVGoQ2sHvEpefc2tAtg9h7U6XP8eMKDd2WWvDDwoMOWhMdMUiKOLK6HR8l1WGHM3wmMcjM0SYdyiUIilyPCti7HUWD6oMjouLoimYgWyAlJgZcOMlddwatXEKdRgg1CJMqvgHgicLcPvvnVB7sUtHiklA7dhoJzKbpMnoz4DBq68Y/JyvUFSrQCqLLJ26dcrrE42S5NK/FohEmBYFDCp88BqojdVqdfyATzXHXrBRaY50vIbJsWUFu5KKoCU0hDPJl+PbXLAHwxoOVYC7wdlYWQqBY4Z/VDXgaFSGqQTQOkKwR/jUE2ghCgp5q2OoVva2xj3MHw88lgELykkKwJx1O/6ZOwSuC351eBy8OiYAnJXE+FAdB7JwMMxUM5jD5c7Mz0xBoavczjv8MdBsNu/eahe6VQqKE1adQkqkr3lyLoE4SrO7mmhRBNd5ruLkzoXi1KzOS5F3vle1dJMx9CspuMmx2KSDwQcTExZp1imPXXGEnqW6I5WCOhNykBKYC5pxmD+GAfLAt+fGDNMX941VglKMPdk/ZuVCnWhyGAo3p1ZO61byKDRjT5LRUW9ABLWAVYtkF+NRlCwrjy9sRfnPiknA6czwLnk9LAZ8Fky8F5HRr1etvuelVLGZ+G1syqVapnSqUuq5UhZiMQbNPsGolqk1XG8FVmarEeztGANb1eE0vpZWqUhjE2+Vjc5qKw8yYEu+KYAB1DWGS0ekFKHuisNo0nvQ4IcKgykIHKE6ds4FMwFbnvglSXCuLexdBrFBB7gGD8QC8Dww02L6qdXQgUzReZXfo0pNz4Z691qyRgXqQDA5RY+9cnAI2QgzGCPcATZ5fthQMvGni5tgjX/VqMta8dorq12S5lSC8W6JBQlLEfCHkm1EKl2avoQx1g68K2F1ZbLh5pwhMxV+OjKwnLBU48r76SQVUpp3KUqNzc5gPYoCq0oYn7zhMKldiKGSB7WMesKw5H+GMd0g2O6jYLqYXpudMCPx1htTP1DuYBPxr57KdVm0Po3Y0I3lizD1RZKFsL5VRxr16JVnmZpJBROi6KP6VuXKCklA6+fgSw4Xv85eDo9WD+EsRqXlqWVttsor02sfK0D064OX7GoVHVSdGMqStYuqEXKQiRUIcpWF8ZEvlIDxiRcIFRzuHtV6YCLZaRGXvaHr51NjlUWelLlspgsT9PKv9HQqdSJIzs6UwDQpKSlMMbmt3FMuw7jfgZlGMPOBDTlXZKyf3BXhJp1+DxLqZ80YIP95HACDn5VPWFudflQkABemtWI7O4CSikZuCkDl80WN+1SBn+0DGBOax0dE106E7FiekGjBU9WCbyotaRJD4HdKHNhnVsHHAqRNWw1gtr7BgsRd03wiZjp+VkrO9gd+HElVewij3e3IsM9JEco9U1WKaWpxFqrtMlRuavCKKoGFN0jaEiupAx3HoowK5YqjBowpsEoiwuMMGr0R1UUzAU9jaEiYywjFN2xi+x7IdCqZAnPf1C/+mRstTc6uxBEwpJtlDomIRVHGhf6VkemnAy8VgbC3PVa+5LJHzsDmPguPty3s3QpvvAtMKuTdRkxeXPZV6h9gn1t9bImDq6N9xDLDmwkMBtR3tlqL6rK0MGyhhjX34Ca/qctLTH05atvciyw8RvCh6aCSqASryIfsnrjSuirh05HqDzKFCosJDC+VyToyPhHVTrPjdqdERSEU9ZxDwPPcMB7+ioO/CFZIFEoCoPuAzZ/gceRvxnLgaO3GFR5SC/BMa502TGQO6YJ6VdrcN7T3E6wJ0pikoHAAKfBoMxmMnARA5imTjkUpzplhxT9ubFlve7C13SOzQBuZgyFxRgT+wR8zpTPlsKqmgMd58iwRvvR6qNjgqxVPujRLE2lpvQaFlt8W8n4Z+thrWxyQIvF3gsFVg8cUhmxr4EvWVBAnmtFY3AmpVJFCQU124l0Z2TckJgyjXsYytp01t5GiVARU5oGTTidoVn1wZXD4VetVO6J03FPUzJwBwxcN+/ewQCyC3fEQPVTKpszaWcAWhe0/FTBWpBa1rIP5fSNHZFOFkTwzjDjixeqPKYuzGWHOqJ9DmjwZuMiC5n5XSOXnUIoI9DBuVNLzeFKhGWTjnzdu8kBZ8+HQDiUb2wNL9Sr6QLccZQu4NyViCCe4UIT+w13CWOwnc+NaqNizD+MePTuvXhJIVm3ZuhJ/YGv4lBVgfwkSoL3xZUuOwZyMIXmAC5V0PA0eKyq0gEpJwOnMZAFx2lUZqD6zQW/xMrpbidr5eS50xGw9So1+ZVKaLTUAYSF0HuudA7TYvnqBZ75CLsd2C3AoX0OBNToEVgyA/v4SquSBwFBqn0MMDT3ILnJId9lkwMqp8tlohUdw+gf8OXhSCqlEatAKpcLOE1qjtH8udEp/vzLNyr27G2MeBQl06UQigxEHYOor3Oa8Bt2DiroO80LXDrR0pQM3CUDO+eru+x7dureGPAFu9q3znMVVfydKKvFB1YUjndeILnbwbJjuI0yvrewirPm4FD4fuNidPoS46uwagBXog9s0srXsMmhuyoL9xigzqzLQKCJY2v9HUHrF1LgOu9okJndlXAcm+WTmtzP0M0UZfBCAVb+zVh9FceXD0OMf6RevhDGQmQZJ+NPX7+xwq3/SD1NOtMS5FJqxmRLvQIAzhOPKng2VnY0ZEohGbgPBrLguI/z8DR6gQlxz0EYFoxDR/+Wx6FQc4mwONUWs8kKky+3fMdgDdAovOywrQ4s5Dj0vWHDox62yaHUiKcFRcr9AosG4cM4pIcQkG6SrE0OViGD3iN6COhxlGec+tG4ehGHruXIZfKYkKXX+YISGdUcQ5XPjSrD+PzMEEUbFSgUJAsGYSxHlG+y2M2U4bs9mrDhG8DwV9zwGiMMva0S0tJ7nzbl7SAlApdbtUObyRKQDJzAQBYcJ5CYISYGML/d7vAVqJqlei1jSdvs1XoBWy2xXOGYTh0AnrkUnCbGsZoDMD5DigDhr8chAFfb6lBOUSI+u+mDQGQ2aeXrUl6MibXJceZdFZCjAYd1GSYcOk3O82ipvHAMYWAzjiWF9iSsbkBBFXLPPsVv7mEU6kExxld3q5BxOOieDsC9Kb0LZ2E8ZsrJwD0xsPftd099zr7cKwO4mvb8sPuYXvf/wKUDZsAyNfRYcsNPCIWmO7q1KgsPgZEJo36W9SWnvLECtR8YSnlUlSWs1Ggdp6mzrgVkCBVKIu7QTBjWBGgghGTa0OykDDk6Lh5EKdRjWSWMoYbnRnECX72DVxQWeh2044G6gQLqj0m19QtIeQErR8aXN/XY2JDmBWVWeYt2Lek0l4IDZYWyE9BhQIamB0w5GbgDBjrX8h30LrvwuBjoz3daKrDAHzowpXciI2zVCn2ZCKH8ksd65r7u4kmVwgUGZ0DGoTsdISM2/i+M5njwO8G46mkZRXIA0SNpJvTBX3D3YclbenVcJgiyulJ3VRalnCXQhiYOJ5D6na90d7DHl1wVQL70HmGWUQ3owc9Zt/rNeyv8Ko4XL6aPV6GkaH0Vh5yrOx9vDt8EUl5toxPPsfz7wiFwP9QBK64dsJlHMnBzBqrT1M2zZoKnyUD1atJaetnKhJmwMZMPHHpZ4JyWqxFnVA/FWkFe6Kd66EmVQjFdQEDGoTsdRxc8Q4pbEjj09KhSbQogUrRtgkuAOliaEJbLi8Y6afR9X6NP5a4KBuXsVXMAc/TgOBXZw0Km3gX1G4lGMJ8b9Q+qoCbgZ1/HmymDg2lgGu4geTky1hlv4ru/XAkvVC2oPzigUGeMkdVpQopXuKKHOtBsndSqKbh7HA8rfV2ohq5DU5sM3JqB6hJx66QZ/zkxcNklpqkZE2b14Jxbzvlc84LXuDKtwkAjX7qon0hNd08BjJQQaKKAOLDCnY6MzJhwsk0O7wCDaZQ0KbAjd8oIpRG4S0vvGMm4qzLtxIyq8GyHYMN4xR6082DrPVjcbMV1d0YgI5BBoGRFhkAlrWp68LWsEkF1w7jtodBr9L4Wnw4RtlJ2DF9e+tbQVV4hgrogqwS3VuUOEme9k6sSDbHCdVcBpSoZuAUD4X1/ixQZ89kwgKnsyh9RhWm09UNMNRFMuKL9pwQHjbvQxLyQmYJKvVGgdBObtMKRpvE33PUkBxV6JVDNWwjlGhQ0bHLlCesP7ivEQxoIER2xu9qoGBSTDt50WelcCRc2x1es8jhwW2N4XcqfQYkSYfh1/EAxISeXpZSA7/6CvHqYQzYKvEiCstU8BG4FSX0ycJcMPMDUd5fjzk7dggGtykeDDyvFePRnWy4B1WuWy1JwB967xCzCMJo3BQaSWRCWAIWCSRoI0PMVvvRiT9jkmCB7n9cfjqX3NPzrfiGz51GwoA9NwbifoU2Oyl0VQSkEAt1KkzQiVhqPICXJZFM8yyrBYVKuhbAVAWOpwVdx8FytXYeSBdsUur1SOh7YKQlnF6dHpAWKZPLeBHeZWnoBUkgG7pKB1kxwl53NTt05A5gH9//4WHAZ9n8IrganCfO1/5R4aDwFmormYMpEQmZMgSHAxAPuOPw1mEZra5NjdF5ekCccpSYAqk1fQcOKBnypqQYZkDN03DWYUSgCdLhMJVyQHvrZV9hJCX3pBVDotNw7gjLi2+VHWPWDKtrt8C0K3GpBDYFXxIAgzNgcvvuLsfnqTUcSPLz6p1TWnt5qyrx+mmYzdJAd0xDgskvJUqeYDJzEgObIk+JlmOfMACa+6k+VkyrSle7FCsBfZXUXyDxYKPCVGsHYVCg03URZGAqasRlfbxo2/RV4gQVjkHt65RLPpZXypKkWBOy5L8ReIsAKU8cxDBy+wHs0RnCYrC1Bevday6oPWFvQiApjjRpaAAAsfAkghvoq7OVYdkzFx8vhM7rx4EUStY32IXAjRqqTgTtk4I4nxTtkK7t0GQOYQPf/KEXLhQBVDBSqXlSq+GBTYT2OmyATA0HBVbvARP34e0D6ofdT0DvGZBUn0m36Yb3Wj7xc8GJAq6uU0rhLkPWFHLirwoMft5kaIURohlidZqhR0KyGEkwCY7I5unCXAR9UgcXLi5C8WisEjDc7oaqFi/sucjijobngxqvOm5Rb+Ja+jFDRlNddBZSqZOB0BjRBnh45Az4/Brg8X/DqVGEmrf4IE6zUh6RUCslmtfJwd3lJQAQcepdwog5KAKjhK5o+n4+PjuKzKvhwLL7m3A+1JLi1Ks8FwGQMzarLHmU/TvOuCkJXSwSmhIk1RCc6MCGCmhLKAXRMM1i1gu6JSDNDNn47XpWKotFZ+nqs/nmVVUI9imn3I81pn3jD0Ps6kKhnwYCm0mcx2hzkbRnQit4Rqj0I5YKaDsaU6D8yVZUhgjD0Yvco00SZXpBdCRmHTCwmpCRYr0TiFQcw8Fof+NDpUHysa5I15ISWL/FanV2JHGzKumjmjQQ9xrF0KKBn5AqAuKwzFu1YVVDpEQQIcYSRXl2Xib5sjq/+QRUFVtFQVgbQyCo8BehLfMB4k3dS8N1fg5KbLbxIHDSYQrvbPATeDn40XLdvaUwGLmWgmBEvDZR+ycAuBrjYdl49Cpd5f5UVU6j/UF9q5BsAaKoPkOlIjN4TUPKQQBOXEyqpEUACMXOAPb+PewxRtRbvSUFMWLX7jrvuqiAEgqo+6EcErOx0qQl9DZ0OzXXGfrkAqzYqwkOjCCOTQqouKQVhNgRdFcSFpjtXTVWle91Efj1ZbzKUDHo3DGhyvZseZUceLwOYoy74CeNVHeCCMLhg/Ud65W1p5EUA8ZS11EtJMKzSQOABEw66SEmTmsRQefvX1mK9MzPX7hBEj3FUgpSFRXf5r0SACi7By5tVmUo3Mc76gypKp8csJMBUrUXGsgOfW5k+uqIILTwBZWnijrtkXTASNt0c6fKmYwKSgTtg4GGnxjsYcHbhhgxgBuz/VHO3XBzsxYfqAwBYGfCVeI8WNGyWYOgZX3ghXYPI1YPvIVklEAzr/BhH1dtHUwVcpvQCQmu0KxE2NEuN7qqsHuPwDqH4UHTX75RD7eLNTliaGoBQB3iF4ZXHng56KMkhiPQxIC+DcDGEZvRZtw+B167ZSgbukwFOlvfZt+zVk2MAc2jnJwy3RArg9YeUrCT8imYEAbxJME3Q81DZIaSiEcNXKlkpuAZB2FQ0b6KqOVhc7IeXpcM0osavxmI9oZvlBezu2coKPQsRgClAQ7nsD/QesyqrEJHgcUaX8HUYZR1QajzGlfLqy0b5MEc/4vrC6GP3Wo/FPIbe24fEJQNdBjShdlFpTAb2MMBVfOdrGRBzYPnjMLdKzyrBF2d1gBh5eZOyLn9iqFQoKHE4Bk1XCjkCV9WGvGiaX1sfVJntw29mcM0euVz9S82eOMLorsqxxzi8YlAsCbDip6wbXOMRpA+DIUbWOX74ZKy2N/T4xQwcfleVAvhOhssEKLLwG0LrpEpfCh4xXGkyyUuaRcBfD8wjGbgvBhrz4n11MnvzSBjA9MefPf3FpVf9Cb6KGSK7ni6YlPmjCIyvpkeQ7BgoeWh+pwYYPwSjssQEgPuij/MHVVxND6V10ymyFvGwcLNJK+UA0F2VVTeKlX61S7GCNhohDVCuUXdL745pDVY9EfY2UD3AxBoC325eKyZWXz/qUUOdoRSOiXL3YojgPe0LA97u4trT6cQkAwMDYSpNUpKBMxjAnLj/JyRkBeCvDvCw0ktJDcsOTbAMFcBswpGH3gfSyJ0aAmSFFzWCzZH2b1CUropxmeBL9maE/sJd3lUpNVMKFB/9WK2uwCs4elNyKTAg9fa671ZGWSvhjE1KCGUNEeqVcjTHvt380Fn3661MnJpk4LExoIn2sXU8+3uHDGB+bP10elu6BDAuUv24SY5SUqMmJnfN74wgE5A85CKATPKlBgAclF0jpQsDdMwOJByJp/IBXw+VIJ1+6a7KgFEFALmfAEj89CuSUACEJvvkGUMHCLDX8DdjvYBw2TwGESaVHW5yF8lV5Pa3m3tcyJ1LomMKQULzYscQJ5vJwG0Y4CR6m9gZNRkQA5gKOz+CUQhIt7Is4Kv0wgd3NltlB73kQoFvCJlUc9BafRXG30yI4E18dBOaxqEADfsBdacA0KodMGzSGk3ymbvQ+45zYlheIFAoHaBBtKCkS8iipoQ5+6rWgZKA8ZV/wk3AUqhWCSXshprWBSB9/zoQ7IZdzNDJwG0ZWE+Kt82V0Z86A7ia+j8tAjCZhh9Husn1yiUlkdUmZnNN6HQkDC5BgNUPehFGE2XXAK84QbZQ+I7RuzrKBZ3dC2VH/TGOciQI14ro4Cqs5Sh9qFSk98i4+l4NfzhNN0H0fIaENXyjpS2NMebUgzL4RpTReYXxS2Vl2N3wCC7HAD1bxGY7Gbg9A3c2Bd5+wJnhdTKAy636U/YJU6V+3FpVMqZgxHhTsmoOaHTtA89DAk1qtmqO2W8pZaCRl6zHhWtihHIhNPf3pXxoY6XZVwE008E99MwDNuqJIZrDmtE3DNjtQN3Q3/PoW5VgA3bNiWSO6yOorxvCw2Xa6Eiany4DmnSf7hBzZA/GABbmzk+nG6wY9BqQmAn1I1OpoXsAsEkwZfaQsi5/AHhIoEnN2b76XVoVcIVbGuVXcSiGhAV9tqR1PKz1h/MoED0vLgJCHO+WTAruVuQlgNZRbn0Vh9cE2OpYNyufUkFs39som6Vm759TgacfnVPeMXmEY3IIGprHYiU6GbiAga0J8oKQ6ZIMVBlo1SIlGFel/zgAkyR/pAwaOgYrm+6IzvDQOwBWHhK8STxNdBGsjDBHqv4OX8URMOoX9aEZwK1mWJpDs/QigCt4AG98GwdiBYcyel+jwoKw0Kwqq5g5C7+KY27hYlHBIl0UAkY3TSKuKERKwIZG10zASS8hANjsW/djqsFTmQzcngFNlrdPlRmePAOYEFs/nbFjUQ0/AYyLlD+uZ6KWJuB9ppasxVxvApkoSM8swoekVSsi4AcR4EXBvPBVHFUngzyQ2Fq791YRLX/oEQJrPQT8UGgFbZUEZfBSA55qyrBFQTa7lQR2Pm7551TmM37aefWA1SvztEwZKBk4jYEwp54WNwMlAysGMD9Wf1aguYEJVD+zbviNq5U/Uipm0LDpYCKph8xDM7XeBzJRoF5KeLl+DhN/O162tfLWD5C2Fvfa6qwuRkEPbei5UWkGaLVQQIKqnrFpLTvhGneXXoLiQHDlKIev4vCyw2XGOPraqVeOhpquop1u6ytnp1PCkoE7ZEAT7R32Lbv02BjgAh9e+4PAZOo/JbhTeTiYQaTxOdqvcekldGoORYNAvMA0KYincNkjFHIIVtjPVJT1R6m5Nh+WfK8A+uFKpGtcDnE6phnJr+KYW8Pvi2uFqmP4zAsx/HMqnnSSdZFUbPN1VTWlMhl4cgzsnh2f3MhzQA/EAC6x1k/ZA8zO+gnWsvJQWCF9cmccmoikLIwErfyAOYYAKWfjVHxIrzgAuCz8LHS+imOGvLbfrD+4modapHyMY+hlWPh9W2LnIEqXUuOJOtbQmbED4cmM0ClseIS6IQDQ3ARUXPjkKndaqhdDVYlA0peCp5HVlT35sEMvWNqSgesY0Kx5XZj0TgYuYABXn/+ECJgq9eMmVh6u8auYLrL6fCuYlBLKmoMRCKCjwAoeBAUJ+h3NK1yb0UPdIFxYnUNTsJY7AKuv/0K7A1W4qtBxbHVLcQoAv/uLX8UhFIRwMwWFiCqJYHKvUK/IRXoJ7pVyMpAMdBjQHNzBpCkZ2McAluQ9P61guBj1EzAM68pQdtBRAMe7rOsdSh4StOYTI/0MnH4TJqsERXa8rLPy1o9uzHl2/e4s96W/HuOIpmLhXwGwLQFABxNM3ieZwt5GaK7ybTTKCgN/v630qd5JKWHQlAGrsEEZLobQbLq1DddHaMdOSzJwCwaq0+QtEmXMZGBmABNl+Jkty29cmPxZVOYl5WbZIaRmZ13y0khQzUEv6vlKLyEJUChlkQCkHENYYR5W8KV8f+bVU6KjW6mpRGOd4SlLjdxUWFATmoJB8IBoEsmCYe2likE7E4C39iQcA1hZQygarK/nCBde2YlNwOSyF1dmSE0ycD0DnSnz+uAZ4ZkxgNms9dNnwr0CElcof1xPvDRl2SETkDok66qXRgLBAsjXhbKAcHfIpbsDPNQoyygBapcLj72KsED33QheL9x9j9oHUuDfDwFruadQaphZoSQE/bqD4bu/3BiqCjdBRi2COgOvraKEeNUiAbbxB2P757Jj7ZjCALKZDDwGBsqp8TH0Ovv46BjA1Fn+VEchWLDiUg1XK5GCeR3gYMB0SFYoaSh4EHhRyVe5MFpwpDK4K68J5ZeNmnEQd8QIHoebm8t3qFR2PTeKXoS4nX6VSNe06o99KfTdX9qZCPVBp1+lSUVGaQqavX8wtnWCq1dUyJHNZOAxMxAm0cc8lOz7o2MAM6x+ys5XTV5J0EXTNJqYyn0219XNUAHvVs/OCLK6CbKnC6aWC2Fm7X/ZaIjqAwqmWzdD2bGRrlMlVD29wiCg1EAvpYRqtNeh7O+a3KpHnSvwcMozYx1Ong7PjwGbBZ/f4HPEJzPAdb3/2krpXgFDkytx2fqVGwC+RAcYgwDPw63QSD/bh99VpVKECO7YlS/7slGl7cZuGssCotQ0ndeGcz6o0qlRNssLAsrXuZ/amahub0Cp/Y/Zo/JbQWBTnD2OlVhjiJW+emmtEKc0HijNKX3NIE+bgUvny6fNSo7udgxg9vOfaiICgqlU4uL16xcAHb4yO0YAB0MZmnR3RwJcE7xCBCXqCt7NLvBy48UlhVLqKdELP6iiQFUh9K9agoTiIzTXYcOXja6NQwvbElY6VPNNToKVQVyzE+Yup8kXXXWnZc9AycBBBsIMetA74cmAM4DpTz+u78jCl1OnTO5OpWv8EnarL+bClFmCqQR4LsolptQACWXQr5t39RFZjoyrf3dBH4AqQYZGZ8lGIEQEAEInaMtU6ju5hq5sHxdvTvhWx3aaErE+9dHetxLt13P0H9t7glQdU5kMPBQDmm4fKmHmeSYMYPqr/nSGL3zAUO/KoMFV7BcyrDwwR2uaFkBWCTLRi3o60kSN8Ao+pSl+AamYwavASqGeSnNTIazmoYnUYevhWGcQriwOWHlUA3n6/Ynp5a9zcH27uRcKLs9AnKiyo4OxpW85rv5CvUAQqhdAVQlweRG0kJ4i5WTgkTCgefGR9De7+dgZwATqP9XhEBBMpRIaP/xadpMmcQFklcA4oenBJStIS6N0ArxuwVdwlw/168AHVbx6KHOgB32AuwgZqoLQnF34ZaNza/W7s7cRnv1EqdEFN3J7Nn4895orYc+l6BlTTgYeAwPl9PkYep19vE8GMEvqZ2cPO3iaQhwo/QgYv5wDkl4CBKv0hNHKBYOmgFdTQojvnbTgd/jnVPolSN/qoxzkHWvx5FIiXaM6IybYtfGibzff/3QFkOOzHcNfqC9z7o9T+t5EE66603JcUyKd1okM9IQZsLnwCY8yh/bwDGBOrP60eiJwAFDvyqpGAL+igeTRmUiFITI05wDT74utnQ6EFI+nGT+ocrTn5cpeahBTSglHE+24P3I85OTR2QupxwyXUGjWfc7VPsVr8VyGMtrNGPDp+WZJMnAyIAYww+pHShdodQ3kUgmNH970i1p6TbOyykRBeg9blYVUTMAUreryyJV6SrT5QRUM8NhmyMhIp4bwDY8qe/TlK8HraIdLgWqW4cQucSVXN0IaAVKdDCQDEwOaO5ORZODBGcAizZ8yc1UflGVTcfy6BoyH6gNZZZohw28q+UoX4R12VK7mKoLsQxVuowIL47I2riFeDEgOYDZpDaZ1sFrrsMMcJBQWe+J0MeW3mz9AcaBCZB5V7Xf/1PatjFfFVJW1/KlLBl47A6dMpa99FNmB+2AAc1/np9NHeQUM9aXSNcDocPnQpU3HvosHR0Zv9h3VvVGofhrWgwHFOico12Fiq7sKR/DOtkqTEq89j9J0WNNKoyFJOBy64jA+Ezo8sbH5OZSKc1f1svUdIIdOZDdFGpOBR83AkZnyUQ80O//aGcC0q59WZwgI1lIJjR/edFlXt5Q7NzkYXF6tXB2Yu9xe9hXZ5Z2ZWyt+cNcHVYK++awodi/QG0SnEN0a7bDn4ajdY9OfU3FvyOHxz83NDwe4HMJ6c/WH3KqXENEtk/Sl4GmqslyiVdd9NGQ7GXhIBjQlP2TSzPXsGcDMqJ+SDJqCPkymAeNWl3WBS9mfe4kXGH0gXnFCr6pNuCACXDyOITf/fpth71F8z54KpSwOoGkVEyV4z7jp5a+Fl9/s2FkxKEaoTkp9CzAgW7sdipJCMvD8GDg0jz4/enLEhxjA1eQ/O32xKlcX5lJf1SiLB3FZgCDo2id4j4sw8g3lCwAyhXRoNkwhRun3ejUb1UW1VqgqOQyYNiIaQHEkKEiVlACrYtbK02+srMNnKxlIBhYGGlPgAkgpGbiUAVxc4acTCUu1lnOHlcqg8WZV1jUuq1Z4mTwjlQTLxQGH5EaEm/7B2Oqyu7nKHxpWD1xNHxxKTKkJLmy29kiqYFP2diMMJtG3RqAMTcEgHC5ZwiURmh66I1/m1QmYpmTg9gxUZ9zbp80Mz5MBXG76qTKAabScSUtlwHjTZaXQZV61CtayqkAhUjAJQa+Aff1oDbGD642aKj6qq7ys1ez+ydjKV3HsLwh2IqtdrPZsVupuxs5S4K3iTs9Oxzlh/k4GkoFdDGgm3oVOUDJwGgOdygMLeVjLkTVo+k32MmC862Gd7yDl1X+v9K0KcgPh+Irc7ISHchkOuz6W0i9Vmmlng5cgIT0gbp09ps8Bl2ABRmFzewOPd2xiGLJVi6yeFV1nX1p7LrMFnVIy8NQYeH3T5FNjMscz1gSYUvmznw9WHiW+nJ2DJjQVwfWSdaVLQ7z0codQVTrgqFwL+NbLF+EjsqEKOprE8VtLsGNPki9IeYGLOlvWH9dEG8OimEDZsbPy2AlTf7eFcGVWHfZgqo6pTAbugIHaRHgH3couPHoGMDOGn/6QcCWWFyMjuGOYcL3Zkt3d5bC8070M4hq4q+m9ldLjV+X9yKr7zZStvYmWHh3Zteex2eFQJYRm1b3TJ8PrD8aa7kKxtatRhntZfu8YQdXzXlUC39KX+TrBW+CoD2+DaM52MnAiAz5rnhg2QyUDBQOYRvVTGCdF9XoM82+nGUwMKqWCS0OA9K1eQX/H03IYTWcQ+1bqToCHNWkPY08VMnet/IOx+8uFOca1v1e3V/afnjKtfCWUmNQkA4+HgT1z7eMZTfb0sTCACbQ1h+KSLK/KAO40ZZLQ4eTiMsKDXxyk07EjpiPL8ZG4Nezh7/6qBYk6FRbRULQfcqhz8n690vtuj5fvzDHydzKQDAwMlFN78pIMPBQDWLZ95fa05YUZkKHpvpKFkVCGFRgCYXwlUo6E9d091B3IJ67O5dbIru/+IgnoB/zvpqrAB1z5iOgFD2Fc4PLQF0K4Yh86feZLBnoMPKoZtDeQtN0BA5jsyp/NftGlhOHaDJdnmEy92ZLLsNQ4HpqQKHgFsFurpmq0170R4r2GrBrihLqkFQJ6rzPQbCHVm9DLFp4wWvnqiXA+X027C6FE6G9XhOSdZudrOTpei+nOLoalYyklA7dkoDo13jJhxn5uDGBJ1k9n7MSUgHCFhgXemy4rjpQSQsALpn6FUhYXaEXYPsxd2nIZ44L+tsM3La0CoOlQGlq1wroyKP3qmhAtNOs+29pr64btDPsQ5Wne43eZ1xD5cs89/UpMMtBiIMy+LVjqk4EzGMBEx59WsOpMGC7SKiYEPAvjYculPnQM4JC3BLx48UbAzCka6tk8/z6hFJhDVX+fs5T3o1StrrysKMF4PEgxvAvKi7BBUoScFDthLfeb6d+4WeQMnAxcwkBtRrwkTvokA0cYwOraWmCr+nCdOqYlqzsCSJCpFIjha0hagoPmKD64z8093ZyxG7+76++GL8zBXZ+DPeHLRi+um0KftgexgdhfK5x1O2ajQ7cyn3hZ3aqLGffJM3DSHPnkecoB3oIBzIHVabCq71yqHkSyhLLnIRS3LoJSXp04wnSEK92LyOU+SwFJxcSAb2lcUC5c4LJNff966Fu3oyciGbhrBlqz7F13Ojt3pwzgatLP/i62JtmWnpH71v3ZjyJb75iz+3OjwqKzs9AxHSBpf5Ryr8I1iiOlhK3etL58a8vvsD1UJKuv3zgcbLfD2Vfa7sQJTAauZaA1fV4bN/2fOwOqPPZcYq05NOhDKLe6LOqlLAVipJdLSyiRpablK/3sEr7RXPb7FLT032P3WIXsrkWqQwh1AzG+OxK8qviAqTTns18xpSoZeB4MhCn8eQw6R/nADKj46OTFdLxnRt5zwV4ZZ497GMiNtiNClvtr6qmOqWtHF/6LHw5FviO5el/PdTarb+qP1e6J3LrYWvo9MROTDNwrA3vm73vte/br0THAyqPT7XKeLTXu7laXhZFSgkwulI9x9PHuuymfGGoz1xHAXW9dHBnIhD1SgvTDl3sY+58tnSL7fZ1rLgD5Sqh2/bmWvFUyUnm3DGTBcben5ul2rF92lBNr0Oy5ZoOLc9kxOYxyyKVp3YO4XEZ4cprmt5tfNtJQJezZ89iDGb77K4Tu9W//n6fvRSltumBKU2qSgefHQJhQnx8BOeLXxUDn0iuX8KBxXze5vHNcF7jsjHwfsD2r7h7M9nbIvjrgACvqloQDzpdAeeflIe+/XNLL9EkGHi0DPnM/2kFkxx8pA7j6HuACbJUU+1O3IpxH++b/hDcB5/XlkUcqqpPO45/lUA+B6X6BS5k3NcnAc2Bg/6T7HNjIMV7HAFZF/hwKU70GyzU+aNwrmJi9VJaaQ/2sgr0bVUBD+dbjryAO/P22BgmTuigRmvDTN1GamW5vuMXVePteZ4Zk4BoGLp0vr8mZvk+eAVUeO5fV6mV42Yy8x6uDYU86AJy7am/757QfsO/73Kz764/Xwcyt9jPyCnkdZzNzPjADF8ydD9zDTPfIGdi551G9EsMsHJrnElPWRiFdaJ6bfSva9iMUWxFk3wzFFX8TpoCDcN9Vwqqrxxu3KjKO9yQ9koFHzUB1mn/UI8rO3yUDO8uOQ333i7daDUgpoRq/b626PLiyLIcevAuXJtxzH2QPpsxPr4O1Dj7gik+9jq8HPdcdyGdL13xkKxnYZsDn7G10IpKBqxjoL5vVizFUA6FZ7U0HE0zVjCHmHkxwOdjss3Iw2J3BuabjFRsmF1QV+13WxUPry7eySriz6yO787wYuP1s+rz4zNFuMdDf6jh6PR7Fb/XumD2UL3uctzp8b8XHeh3fM8Iu5uJwwXH3/Z7yK7y6/bvceEe3XS64LC8fd3omAwcY2Jr/DoRKaDKwm4FD62qYQENTOVt6AR5AwPsJ3cDPjjfWy3vo8JqTzXU8fpf52j22QpUQzdm+moH7u4SuHlIGeMoM7JgXn/Lwc2z3x8DDXJIPMFNvFVVHvgnzqtN0i3X/8s7v6c0ezFWUvFbnB7j2Xuv4Mnky0GLgYWb3VvbUP2MGttbjq6jRnF4KV8Udv2jkyghPzv2dan1QVd567K8l6bmDuun74tyuZrRk4CADWXAcJCzhJzLQmlvLq1J1Q5m9BJeY6zWdDlwaHLdU3nr54nH9qfpLx7rDb/N2zo4YRyF7nvB4xs+Ztt6fR2lOfDIwMfAws3XSnQycykBr+W/pdybnBHvxe+LK7Ds7+QRg+z97Ug72ij2Mw3/xtcyemmQgGbiCgYsn1ytypmsyIAYe/j9R1bKgVJYa9ZnCJiDgH/Nb7XXsPgT6spkMJAOPnoHHPAs+evKf3ACwBh9dhlscPI0Lc4uNk//Ue4vM1D8UAy9bXwDyUB3IPMnAPTPwNOb1e2b4+fXtaNmxc5Nja/G+kOh8B1xIXNftmpsm3cBpTAaSgcfLQE63j/fc3XfPb1Qf3O2gd5ZNd9b/13av5IpHMV4jhc/4AdLXyHqmfjoMZMHxdM7l3Y3k6FbHxQN4tFcxPqWSxzNioHq6q8pnREoO9Rkx8Gin6md0jp7rUPvX5uY0LYCE50pkjjsZSAaSgXtgoD+p30MPsw/PgIG7vR+Rxcprv/oe582X105bdiAZuEMGsuC4w5PytLqUa/bTOp85Gmcgv9vD2Ug5GegzkAVHn5+0JgPJQDKQDCQDycAJDLzxzjvvnBAmQyQDyUAykAwkA8lAMtBmIHc42tykJRlIBpKBZCAZSAZOYiALjpOIzDDJQDKQDCQDyUAy0GYgC442N2lJBpKBZCAZSAaSgZMYyILjJCIzTDKQDCQDyUAykAy0GciCo81NWpKBZCAZSAaSgWTgJAay4DiJyAyTDCQDyUAykAwkA20GsuBoc5OWZCAZSAaSgWQgGTiJgSw4TiIywyQDyUAykAwkA8lAm4EsONrcpCUZSAaSgWQgGUgGTmIgC46TiMwwyUAykAwkA8lAMtBmIAuONjdpSQaSgWQgGUgGkoGTGMiC4yQiM0wykAwkA8lAMpAMtBnIgqPNTVqSgWQgGUgGkoFk4CQGsuA4icgMkwwkA8lAMpAMJANtBrLgaHOTlmQgGUgGkoFkIBk4iYEsOE4iMsMkA8lAMpAMJAPJQJuBLDja3KQlGUgGkoFkIBlIBk5iIAuOk4jMMMlAMpAMJAPJQDLQZiALjjY3aUkGkoFkIBlIBpKBkxjIguMkIjNMMpAMJAPJQDKQDLQZyIKjzU1akoFkIBlIBpKBZOAkBrLgOInIDJMMJAPJQDKQDCQDbQay4Ghzk5ZkIBlIBpKBZCAZOImBLDhOIjLDJAPJQDKQDCQDyUCbgSw42tykJRlIBpKBZCAZSAZOYiALjpOIzDDJQDKQDCQDyUAy0GYgC442N2lJBpKBZCAZSAaSgZMYyILjJCIzTDKQDCQDyUAykAy0GciCo81NWpKBZCAZSAaSgWTgJAay4DiJyAyTDCQDyUAykAwkA20GsuBoc5OWZCAZSAaSgWQgGTiJgSw4TiIywyQDyUAykAwkA8lAm4EsONrcpCUZSAaSgWQgGUgGTmIgC46TiMwwyUAykAwkA8lAMtBmIAuONjdpSQaSgWQgGUgGkoGTGMiC4yQiM0wykAwkA8lAMpAMtBnIgqPNTVqSgWQgGUgGkoFk4CQGsuA4icgMkwwkA8lAMpAMJANtBrLgaHOTlmQgGUgGkoFkIBk4iYEsOE4iMsMkA8lAMpAMJAPJQJuBLDja3KQlGUgGkoFkIBlIBk5iIAuOk4jMMMlAMpAMJAPJQDLQZiALjjY3aUkGkoFkIBlIBpKBkxjIguMkIjNMMpAMJAPJQDKQDLQZyIKjzU1akoFkIBlIBpKBZOAkBrLgOInIDJMMJAPJQDKQDCQDbQay4Ghzk5ZkIBlIBpKBZCAZOImBLDhOIjLDJAPJQDKQDCQDyUCbgSw42tykJRlIBpKBZCAZSAZOYiALjpOIzDDJQDKQDCQDyUAy0GYgC442N2lJBpKBZCAZSAaSgZMYyILjJCIzTDKQDCQDyUAykAy0GciCo81NWpKBZCAZSAaSgWTgJAay4DiJyAyTDCQDyUAykAwkA20GsuBoc5OWZCAZSAaSgWQgGTiJgSw4TiIywyQDyUAykAwkA8lAm4EsONrcpCUZSAaSgWQgGUgGTmIgC46TiMwwyUAykAwkA8lAMtBmIAuONjdpSQaSgWQgGUgGkoGTGMiC4yQiM0wykAwkA8lAMpAMtBnIgqPNTVqSgWQgGUgGkoFk4CQGsuA4icgMkwwkA8lAMpAMJANtBrLgaHOTlmQgGUgGkoFkIBk4iYEsOE4iMsMkA8lAMpAMJAPJQJuBLDja3KQlGUgGkoFkIBlIBk5iIAuOk4jMMMlAMpAMJAPJQDLQZiALjjY3aUkGkoFkIBlIBpKBkxjIguMkIjNMMpAMJAPJQDKQDLQZyIKjzU1akoFkIBlIBpKBZOAkBrLgOInIDJMMJAPJQDKQDCQDbQay4Ghzk5ZkIBlIBpKBZCAZOImBLDhOIjLDJAPJQDKQDCQDyUCbgSw42tykJRlIBpKBZCAZSAZOYiALjpOIzDDJQDKQDCQDyUAy0GYgC442N2lJBpKBZCAZSAaSgZMY+P8DAXcYyo7yqPIAAAAASUVORK5CYII=",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=720x480>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=720x480>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from plotting import PlotScalar\n",
    "\n",
    "PlotScalar(phi_ss[0], show=True, varname='Fast Flux', resolution=[720, 480], clim=[0, 0.04])\n",
    "PlotScalar(phi_ss[1], show=True, varname='Thermal Flux', resolution=[720, 480], clim=[0, 0.0065])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pyvista as pv\n",
    "from plotting import get_scalar_grid\n",
    "\n",
    "def subPlot_flux(fast: Function, thermal: Function, time = None,\n",
    "                 filename: str = None, clim = None, \n",
    "                 cmap1 = cm.viridis, cmap2 = cm.magma, resolution = [1400, 600]):\n",
    "\n",
    "    plotter = pv.Plotter(shape=(1,2), off_screen=False, border=False, window_size=resolution)\n",
    "    \n",
    "    lab_fontsize = 20\n",
    "    title_fontsize = 25\n",
    "    zoom = 1.1\n",
    "    \n",
    "    dict_cb = dict(title = ' ', width = 0.76,\n",
    "                    title_font_size=title_fontsize,\n",
    "                    label_font_size=lab_fontsize,\n",
    "                    color='k',\n",
    "                    position_x=0.12, position_y=0.89,\n",
    "                    shadow=True) \n",
    "\n",
    "    clim_scale = .01\n",
    "    \n",
    "    ################### Fast Flux ###################\n",
    "    plotter.subplot(0,0)\n",
    "    if clim is None:    \n",
    "        clim1 = [0,  max(fast.x.array) * (1+clim_scale)]\n",
    "    dict_cb['title'] = 'Fast Flux'\n",
    "    plotter.add_mesh(get_scalar_grid(fast, varname='phi1'), cmap = cmap1, clim = clim1, show_edges=False, scalar_bar_args=dict_cb)\n",
    "    plotter.view_xy()\n",
    "    plotter.camera.zoom(zoom)\n",
    "    \n",
    "    ################### Thermal Flux ###################\n",
    "    plotter.subplot(0,1)\n",
    "    if clim is None:\n",
    "        clim2 = [0,  max(thermal.x.array) * (1+clim_scale)]\n",
    "    dict_cb['title'] = 'Thermal Flux'\n",
    "    plotter.add_mesh(get_scalar_grid(thermal, varname='phi2'), cmap = cmap2, clim = clim2, show_edges=False, scalar_bar_args=dict_cb)\n",
    "    plotter.view_xy()\n",
    "    plotter.camera.zoom(zoom)\n",
    "    \n",
    "    \n",
    "    ###### Save figure ######\n",
    "    \n",
    "    plotter.set_background('white', top='white')\n",
    "    plotter.screenshot(filename+'.png', transparent_background = True,  window_size=resolution)\n",
    "    plotter.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "subPlot_flux(phi_ss[0], phi_ss[1], filename='twigl-ss-contour')"
   ]
  }
 ],
 "metadata": {
  "colab": {
   "collapsed_sections": [],
   "provenance": []
  },
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  },
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