{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "id": "yRlBDWe_7mpz"
   },
   "source": [
    "# ANL11-A2: IAEA 2D PWR\n",
    "This notebook implements a steady neutron diffusion equation on the ANL11-A2 benchmark, also referred to as [IAEA benchmark](https://inis.iaea.org/search/search.aspx?orig_q=RN:9397189) using the [FEniCSx library](https://fenicsproject.org)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "id": "BzFeuQ9lhxyP"
   },
   "outputs": [],
   "source": [
    "from dolfinx.io import gmshio\n",
    "import gmsh\n",
    "from mpi4py import MPI\n",
    "\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "from ufl import Measure\n",
    "from IPython.display import clear_output\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import cm\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 \"ANL11-A2_octave.msh\", generated with GMSH."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "gdim = 2\n",
    "model_rank = 0\n",
    "mesh_comm = MPI.COMM_WORLD\n",
    "\n",
    "mesh_factor = .75\n",
    "\n",
    "# Initialize the gmsh module\n",
    "gmsh.initialize()\n",
    "\n",
    "# Load the .geo file\n",
    "gmsh.merge(mesh_path+'ANL11-A2_octave.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",
    "domain4_marker = 40\n",
    "\n",
    "boundary_marker = 1\n",
    "\n",
    "tdim = domain.topology.dim\n",
    "fdim = tdim - 1\n",
    "\n",
    "ds = Measure(\"ds\", domain=domain, subdomain_data=ft)\n",
    "dx = 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 4 subdomains in $\\Omega$ (i.e., fuel-1, fuel-2, fuel-rod, reflector) the values of the parameters changes according to the region, therefore proper functions should be defined."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "regions = [domain1_marker, domain2_marker, domain3_marker, domain4_marker]    \n",
    "\n",
    "neutronics_param = dict()\n",
    "\n",
    "neutronics_param['Energy Groups'] = 2\n",
    "\n",
    "neutronics_param['D'] = [np.array([1.5, 1.5, 1.5, 2.]),\n",
    "                         np.array([0.4,   0.4,    0.4,   0.3])]\n",
    "neutronics_param['xs_a'] = [np.array([0.01,  0.01,   0.01,  0.]),\n",
    "                            np.array([0.085,  0.08,  0.13,  0.01])]\n",
    "neutronics_param['nu_xs_f'] = [np.array([0., 0., 0., 0.]),\n",
    "                               np.array([0.135, 0.135,  0.135, 0.])]\n",
    "neutronics_param['chi'] = [np.array([1,1,1,1]),\n",
    "                           np.array([0,0,0,0])]\n",
    "neutronics_param['B2z'] = [np.array([0.8e-4]*4),\n",
    "                           np.array([0.8e-4]*4)]\n",
    "neutronics_param['xs_s'] = [[np.array([0]*4), np.array([0.02,  0.02,   0.02,  0.04])],\n",
    "                            [np.array([0]*4), np.array([0]*4)]]\n",
    "\n",
    "nu_value = 1\n",
    "Ef = 1\n",
    "reactor_power = 1\n",
    "\n",
    "albedo = [0.4692] * 2"
   ]
  },
  {
   "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": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Iter 050 | k_eff: 1.029513 | Rel Error: 4.444e-06\n",
      "    Iter 100 | k_eff: 1.029585 | Rel Error: 2.970e-07\n",
      "    Iter 150 | k_eff: 1.029591 | Rel Error: 3.668e-08\n",
      "    Iter 200 | k_eff: 1.029592 | Rel Error: 5.408e-09\n",
      "    Iter 250 | k_eff: 1.029592 | Rel Error: 8.227e-10\n",
      "    Iter 300 | k_eff: 1.029592 | Rel Error: 1.258e-10\n",
      "    Neutronics converged with 307 iter | k_eff: 1.02959182 | rho: 2874.13 pcm | Rel Error: 9.670e-11\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",
    "                                           albedo = albedo)\n",
    "neutr_steady_problem.assembleForm()\n",
    "\n",
    "# Solving transient problem\n",
    "phi_ss, k_eff = neutr_steady_problem.solve(power = reactor_power, Ef=Ef, nu = nu_value, \n",
    "                                           LL = 50, 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": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Computed  k_eff = 1.02959\n",
      "Benchmark k_eff = 1.02959\n",
      "Relative error  = 0.17629 pcm\n"
     ]
    }
   ],
   "source": [
    "print('Computed  k_eff = {:.5f}'.format(k_eff))\n",
    "print('Benchmark k_eff = {:.5f}'.format(1.02959))\n",
    "print('Relative error  = {:.5f}'.format(np.abs(k_eff - 1.02959) / 1.02959 * 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": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from plotting import extract_cells\n",
    "\n",
    "Nhplot = 1000\n",
    "xMax = 170\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",
    "## Uploading data from benchmark\n",
    "x_axis_data   = pd.read_excel(benchmark_path+'neutronics/ANL11-A2/data.xlsx', sheet_name='x-axis').to_numpy()/1000\n",
    "diagonal_data = pd.read_excel(benchmark_path+'neutronics/ANL11-A2/data.xlsx', sheet_name='Diagonal').to_numpy()/1000\n",
    "\n",
    "\n",
    "mark_size = 10\n",
    "ls = 2\n",
    "labelsize = 30\n",
    "tickssize = 20\n",
    "legend_size = 25\n",
    "\n",
    "fluxFigure = plt.figure( figsize = (14,10) )\n",
    "\n",
    "plt.subplot(2,2,1)\n",
    "plt.plot(x_axis_data[:, 0], x_axis_data[:,1] / max(x_axis_data[:,1]), '^', c='orange',label = r'Argonne', markersize=mark_size)\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', linewidth=ls)\n",
    "  \n",
    "plt.ylabel(r\"$\\tilde{\\phi}_1$ at $y=0$\",fontsize=labelsize)\n",
    "plt.xticks(fontsize=tickssize)\n",
    "plt.yticks(fontsize=tickssize)\n",
    "plt.grid(which='major',linestyle='-')\n",
    "plt.grid(which='minor',linestyle='--')\n",
    "plt.legend(fontsize = legend_size, loc = 'lower left', framealpha=1)\n",
    "plt.xlim(0, 170)\n",
    "plt.ylim(0., 1.02)\n",
    "\n",
    "plt.subplot(2,2,2)\n",
    "plt.plot(x_axis_data[:, 0], x_axis_data[:,2] / max(x_axis_data[:,2]), '^', c='g',label = r'Argonne', markersize=mark_size)\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', linewidth=ls)\n",
    "  \n",
    "plt.ylabel(r\"$\\tilde{\\phi}_2$ at $y=0$\",fontsize=labelsize)\n",
    "plt.xticks(fontsize=tickssize)\n",
    "plt.yticks(fontsize=tickssize)\n",
    "plt.grid(which='major',linestyle='-')\n",
    "plt.grid(which='minor',linestyle='--')\n",
    "plt.legend(fontsize = legend_size, loc = 'lower left', framealpha=1)\n",
    "plt.xlim(0, 170)\n",
    "plt.ylim(0., 1.02)\n",
    "\n",
    "plt.subplot(2,2,3)\n",
    "plt.plot(diagonal_data[:, 0], diagonal_data[:,2] / max(diagonal_data[:,2]), '^', c='orange',label = r'Argonne', markersize=mark_size)\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', linewidth=ls)\n",
    "  \n",
    "plt.xlabel(r\"$y\\,[cm]$\",fontsize=labelsize)\n",
    "plt.ylabel(r\"$\\tilde{\\phi}_1$ at $y=x$\",fontsize=labelsize)\n",
    "plt.xticks(fontsize=tickssize)\n",
    "plt.yticks(fontsize=tickssize)\n",
    "plt.grid(which='major',linestyle='-')\n",
    "plt.grid(which='minor',linestyle='--')\n",
    "plt.legend(fontsize = legend_size, loc = 'lower left', framealpha=1)\n",
    "plt.xlim(0, 140)\n",
    "plt.ylim(0., 1.02)\n",
    "\n",
    "plt.subplot(2,2,4)\n",
    "plt.plot(diagonal_data[:, 0], diagonal_data[:,3] / max(diagonal_data[:,3]), '^', c='g',label = r'Argonne', markersize=mark_size)\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', linewidth=ls)\n",
    "  \n",
    "plt.xlabel(r\"$y\\,[cm]$\",fontsize=labelsize)\n",
    "plt.ylabel(r\"$\\tilde{\\phi}_1$ at $y=x$\",fontsize=labelsize)\n",
    "plt.xticks(fontsize=tickssize)\n",
    "plt.yticks(fontsize=tickssize)\n",
    "plt.grid(which='major',linestyle='-')\n",
    "plt.grid(which='minor',linestyle='--')\n",
    "plt.legend(fontsize = legend_size, loc = 'lower left', framealpha=1)\n",
    "plt.xlim(0, 140)\n",
    "plt.ylim(0., 1.02)\n",
    "\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us know display the fluxes contour plots."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=720x480>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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fT5mbu/2sSHbCO5/Izi47r8iN8CROsduMHaN/4A/8AfaQpj87fZi7feCSh3CXCtkkUIZbzLHmGUTZOjTt7LJTYTD4sKu3QGNnl8dXAPMMV/xBwPLZd33Xd7G1jS3D/PLn13zN18yvCH+i8Y/5Z/yMn5F/PaTCjSzMbR6IZCeYcz93dtmpMLd5C8nDwH+Y+C2g29llp8Lgw87q/J8Dab+XvvSllfxLC//8n//zr/qqr3rta1/LVoOdNg9W4Rbo7eyyU+FGeP7iX/yLyYV84Rd+IY/r/ek//acnkjuHOFjANzn2EDIcm+Zm+YNHgB8NIY/FnXv5Zxl/UrBl5xM/8RPZ8k2SY/ibjP327BggHdLDciMLfUeX7wQB438nMN7CyOI/h8EOf2F/yqd8Cg/Or7+5BwVXb4TAFjxBmG8tfhGJnybgCcL8fAG/R3gj48+E8jNMWp8JfO3kE0WA21+5IXZIAn/pl34pS865/b5Gh2p8xVd8BTeb8UsfJaSwv4W+l8t3hYDxvyskb2Rn0z+H3gg/tMtz63lO/F/+y3954O69mst7IrAdT76XuF2LX2CGavDojp//83/+nmafLbWHQDhYNwF0Ng8O0JOP4t/VYiZwZ5edCsNYD7t6CzR2dnl8hU2Yv/KVryQzzA+W9gossvDLXnv+M1600Fs7tPJOMOcO7+yyU2Fu864kzxz+w8RvAd3OLjsVBh+2V3f+c2A/KWyD708er8IvBW63dvitt0BvZ5edCj0s++PJFl2eWsnTOOh+oyH64Q62/BAIR6aeuKdrQPn//J//w0ZinlozyKnu7LJTYW7zAUtugcbOLo+vwC91cXHnj7bkwYj8WTbsqP/yL/9yftaLHR79ZbqRhb7joZV3gjl3eGeXnQpzmzeVPBj8h4nfArqdXXYqDD5sry7+c6gu3PMF22BXHBl+4l/Jn93CLdDb2WWnQsG1CU9+YpBHHn/rt35raWaBG2XZvft93/d9+w8xWDjY6kMgHPlblDxuckCZLYRIFun5zi47FYaxHnb1Fmjs7PL4CrAHco9f93VfN4BPBpjkVs8teMAiP686T2/sb2EY4tCqO8GcO7yzy06Fuc2bSh4M/sPEbwHdzi47FQYftlQ3/XPILuwS5WGj8HUWJfmx3y12nqGmW6C3s8tOhZ148ow1frv4m77pmwYkyc5i/E3f9E33HGLoftBVvpofwMHqF09n467lmgv3LPD4av7B8IDzFP7KX/krecpKKezsslOhTB1DYR807hzhnYPyPHtuc/2Wb/mWugQslLLHjbvbS0IBNf7p1sO+hqZ9LPRdDrO8EyvcvvML1EOx80lTiwp7XsF+oGeifMiXY8s/B+If/xxwfssTY58J/OdOPpUrshPPj/iIj3j5y1/Ot1Y5zB4Obrj9ki/5kpTs43b1PfzCQ3jSKChzcx3bmth3w0PxuPXxC77gC3guPQ///yt/5a/UNeAqfvEXf3FVd3bZqVCmjqGwDxp3jvDOQXkwMD969BZv8RbcVMZ1//zP/3z+MiOn1T+5j0dLcX/aV37lVy5epn0sLHY8NOFOrHD4zi9QD8Iin9ip8GDw72dK+WAvx5Z/Dv/iX/wLvkX52uRSfu3Xfu2f/JN/knMdLE8Pc3y2qvd/RfbBk50A5Pm4sZ/vLr7BuFGFLfBkmFgUTnj3cfsZuhAPhHCAOCSRB/6/8zu/M/dJEoRe/epXkxvsr8TwbbtPl502e/sPvrwTjSeB8M5Bv/u7v/uLvuiL4Jc8XeNVr3oV6yZI+mvBgzf4o+17vud7emFf3mmhVz7k8k6snsQFKkBuRzjo/mDwLyiycJiXY8s/h6/+6q/eko1nV8EwwWeues9XZE882YXGvfok4/kGY0vHl33Zl7FXt8d2p9u98oGXH8ivxW75d+ImI2AEjIARMAJG4Kkj8BA2jT51EO2AETACRsAIGAEjsB0BE47t+LjVCBgBI2AEjIARuAMETDjuAESbMAJGwAgYASNgBLYjYMKxHR+3GgEjYASMgBEwAneAgH+8bQ3E09ME5DSkYmOn/Ke3ZGaNn5121SyfnkRTyLPcy1u5tepB7DKZ1f4cRia51HpTZ6116t4rn0h41tnPjmch7z1pkvSWLqkQ1bS/JrnWpNq4OUTTFCan0VoKU/do6tTOAsA8J5i9hO55nDfnVTs7lZHWJeCfl89CXr9smRcm+tFdRtpYrSxJytN4iCfNrGhEHZMRSXu19dbQ1KkZobCmHJVesqk8eRu2ZE0/fdwrr40bWs3DE2lm9+x8nt00kTAS1ew+jSJ5r5zDDa1ZncaNUaZevJ+Hh+t+rjw5jaFRa5aj42nrokoqzMdtBtPn0JdyduynE5LJYE6zG71rpXtvc63L2apjgnkakjX9kIQPnPgCUJeT1jElcc4RA6z4CC/oRMdVl/yc5bh5/aaOvU538TR6VOM0dekU2gWTpGn2Vz1b1dYrZPdN55zPqrWZxUj+Zmw3YvrTviGbPLqv6aRDuiSrSWZZ9ZOTi/ha640nKL0kNU9OuL1bxTVT/YjTWGV2zVRrve4tzxWyNUdM33odjS47k5FuxHP5dnH+kZx9zBHokJo3WmIEjIARMAJGwAgYgbtAwITjLlC0DSNgBIyAETACRmArAiYcW+FxoxEwAkbACBgBI3AXCJhw3AWKtmEEjIARMAJGwAhsRcCEYys8bjQCRsAIGAEjYATuAgETjrtA0TaMgBEwAkbACBiBrQiYcGyFx41GwAgYASNgBIzAXSBgwnEXKNqGETACRsAIGAEjsBUBE46t8LjRCBgBI2AEjIARuAsETDjuAkXbMAJGwAgYASNgBLYiYMKxFR43GgEjYASMgBEwAneBgAnHXaBoG0bACBgBI2AEjMBWBEw4tsLjRiNgBIyAETACRuAuEDi9vo5fQbwLW7ZhBIyAETACRsAIGIFFBJzhWITFQiNgBIyAETACRuAuETDhuEs0bcsIGAEjYASMgBFYRMCEYxEWC42AETACRsAIGIG7RMCE4y7RtC0jYASMgBEwAkZgEQETjkVYLDQCRsAIGAEjYATuEgETjrtE07aMgBEwAkbACBiBRQRMOBZhsdAIGAEjYASMgBG4SwRMOO4STdsyAkbACBgBI2AEFhEw4ViExUIjYASMgBEwAkbgLhEw4bhLNG3LCBgBI2AEjIARWETAhGMRFguNgBEwAkbACBiBu0TAhOMu0bQtI2AEjIARMAJGYBEBE45FWCw0AkbACBgBI2AE7hIBE467RNO2jIARMAJGwAgYgUUETDgWYbHQCBgBI2AEjIARuEsETDjuEk3bMgJGwAgYASNgBBYRMOFYhMVCI2AEjIARMAJG4C4RMOG4SzRtywgYASNgBIyAEVhEwIRjERYLjYARMAJGwAgYgbtEwITjLtG0LSNgBIyAETACRmARAROORVgsNAJGwAgYASNgBO4SAROOu0TTtoyAETACRsAIGIFFBEw4FmGx0AgYASNgBIyAEbhLBEw47hJN2zICRsAIGAEjYAQWETDhWITFQiNgBIyAETACRuAuETDhuEs0bcsIGAEjYASMgBFYRMCEYxEWC42AETACRsAIGIG7RMCE4y7RtC0jYASMgBEwAkZgEQETjkVYLDQCRsAIGAEjYATuEgETjrtE07aMgBEwAkbACBiBRQRMOBZhsdAIGAEjYASMgBG4SwRMOO4STdsyAkbACBgBI2AEFhEw4ViExUIjYASMgBEwAkbgLhEw4bhLNG3LCBgBI2AEjIARWETAhGMRFguNgBEwAkbACBiBu0TAhOMu0bQtI2AEjIARMAJGYBEBE45FWCw0AkbACBgBI2AE7hIBE467RNO2jIARMAJGwAgYgUUETDgWYbHQCBgBI2AEjIARuEsETDjuEk3bMgJGwAgYASNgBBYRMOFYhMVCI2AEjMDtETg9Pb99Z/c0Ag8UAROOB3phPS0jYASeEgJmG08JeA976AiYcBz6FbJ/RsAIPEMInJ5ePEPe2lUjcJ8ImHDcJ9oeywgYgYeMwMQ2Th/yJD03I3BbBEw4bouc+xkBI2AEOgROT587OTHV6BBx0QisI2DCsY6Ha0bACBiBmyNwdvqS9U5mHut4uGYETk5MOPwpMAJGwAg8FgJnZ29C/9OW3jDVeCww3fkBI2DC8YAvrqdmBIzAE0fg7OxNNcapvksnzvHEB/UARuBZRMCE41m8avbZCBiBg0Dg/PzNw48hqzFUD8JVO2EEnjoCJhxP/RLYASNgBJ5JBM7P3wK/TyO3oQlU4ZmcjZ02Ak8cAROOJw6xBzACRuDhIXB+/rLYA6dkRnCOltXwqsrDu9ae0V0hYMJxV0jajhEwAseCwMXFW03Egq/QWkBB5m/UY/kMeJ63QMD/PG4BmrsYASNwvAg8d/H9xTZOzybOARSnq4WVBkyxkOMFyjM3AgMCJhwDIK4aASNgBDYi8JLn3nbFLRrnWP8WXSMiG+24wQgcIQLr/1SOEABP2QgYASOwHwJv8pK3z+0anLv0RnbOJIcTG/tBaa2jRMCE4ygvuydtBIzADRF4s5e+0+mJeMYa51hMctzQstWNwJEgYMJxJBfa0zQCRuD2CLz5m76LmIboxQLnuL1d9zQCx4SACccxXW3P1QgYgZsj8PybvntLbEycY7ARyyt8l7bkx9DqqhEwAomACYc/CUbACBiBjQi85Zu/91pi41S7NOYLK2v9fXPsGhyuGIGGwIWRMAJGwAgYgUUE3uotXnl2cnp1eq7Wa/6/0pM2Tq+rfH19lR2hINf6LczLqmbBZyNgBAoBZzgKCheMgBEwAisE3ub5V2mt5PQcipHLJbmBozZzpOr6HSu5qrIy4pIRMAKFgAlHQeGCETACRqAh8HbPfyhc4+z0IjnHuZIc06ZRJTmynPQiboVduFHWYBoBI7CGgAnHGhyuGAEjYATe4WU/nGTG2YnYRnGO/m7YKJP30B0rwJXVwC2/UYOCGEcjYATWETDhWMfDNSNgBI4bgXd+2UeewTZOzwfOIeah3aDsGg2eEUkOoJqEIifHjZxnbwR2IOBNozsAcrMRMALHg8C7v+yjz05ii+jJI5IXV9dKY7BXVKzi+io2kFLVptHT0+tr5NdqZTspCtfXuWO0rbAcD2ieqRHYEwETjj2BspoRMAIPHIH3fv7jxTZW6yGPriEU1xdXJ4+CdEAzzs+uLy9hF6y0cH+KNnNcc6NKso1YXuFeFR9GwAgsI2DCsYyLpUbACBwVAq94/pPOlcy40C2vp0pisIcDBC5JcQTnQMZSCnfBUhDJiMzHNdyjJTmKp5wp+dGyHUcFoSdrBHYgYMKxAyA3GwEj8OAReNXzn35xcv7oJFdTGueIBZIz1lfgHLAKJTnENq7YzEHOg4WVzG1kkgOIlOcQUWmP4njwoHmCRuCmCPCPyIcRMAJG4HgR+NDnP4t1FDaKwjlOYkPo+cnF2fX5+Qkv/iTTFtG4V0UFLabEUooIRu0epeAdo8f7CfLM90XAGY59kbKeETACDw+BD3/+cy9OTh/F+gjcgi9EchdXJ5fwj1xbySmT0oBe5CILqyls5tBJ+Qx4B/+z2UMbTOEiEBEKSoX4MAJGYB0BE451PFwzAkbgaBD4yLd8NakJ9mZcnFwNnCMxgFCwhhJ5DlGIvGmFDlpYOTmt3aO5k8NbN47mg+OJ3hIBE45bAuduRsAIPNMIfPT3e43YhhIVmzlHNF7qLhVWn8/IY7CZY9rGoQWYy2ttKhXViF9RmbZx0M07OZ7pT4edfyIImHA8EVht1AgYgUNG4OPeGrYB2Yg1kD04x2ouQVG0wqItorWwcqm9HbGqkpre0rFCzCUjMCFgwjEh4XcjYASOA4FPfJvXKrcBYeC2k12cQ6sqPPIr70DRLlHdEBuvbmFFmzhIc5AFiTtajgNGz9II3BQBE46bImZ9I2AEnmEEPvXtXneufRuxxXMr52BdhI0aOk0P52jTjiSHHjM6JTnYTBrbR6EgKMfCyzOMkF03Ak8KAROOJ4Ws7RoBI3BoCHzW279ezy2HFehWk+2cg9+Hle506OEcV6fsFaWzNnPwNDCakLXdoy3JEU8a1XPQYSU+jIARWEPAhGMNDleMgBF4qAi8+h1er4UUbRG9Ts4Bd2BvJ/TgEfefrK+t0BQP+lpxDvq021UCINEP/cbbxaV6xmZS1lVk11TjoX6CPK/HRcCE43ERdH8jYAQOH4HXwDZ4kCjUQL6Kc/BUjUtVtEBycXY6cI6L6zMeyFGc40pPOj9vu0v1pp+T5V0ZDhUur/l12fhRFTiH7mUR8/BhBIzAGgImHGtwuGIEjMDDQ+B17/h63ZMCfYi8RGQtYu1D1IGjcY5LMh+kLaSJnA0alOAN7Cw9px78AwtX5zAMHVe5sKLcCL9cH0kOPYlU20fjoWGh5JMRMAKFgAlHQeGCETACDxCBn/hOK7YRt8JqCYQDHpFUQ+/BOXTWNtLGOa5TLzjH1fQQ0kxroHgdP+2mDAd0hL0dsI/T8zNRGq3SpImw7JMRMAINARMOfxSMgBF4sAhUbiMzHP08g3Ug4H2V5+g5x0VmN9SH3Rvo6MHnQVR0T4pWWBCdXvETbsE5WpLj9Oz89IpnkHpJRWD5MAI9AiYcPRouGwEj8HAQYN9G8oz+XNMjF6GMhvaN6jZZHqCh3EYsplSeozhH3JxCToSNH+IZ19f83Buq0I4LbdjQsgrrMeREIB8YJueRyy41mgtGwAhEVtAwGAEjYAQeGAKf8Xave0nsEa3cRhVWMxVRyBr0QRs9T6/4IbdkIm1tBRsSnLQ9pLkbVHs01DeWZcQw2sLKiXgGGY/LU36AxYcRMALrCDjDsY6Ha0bACDz7CHz827z2Jdw9AjuIX1zjzCupxXSjSmtSnqMdjXNcDJwjF1akph+VTR5xlesp11eR57hgNeWRGAjbSLWwcn76HNzlpS95u+vry6trbptlEPonO2njsRAzjbvyAM1J2N6j40w2CEp3JseBmcwCI/DUEDDheGrQe2AjYASeBAI/9vu9hqWQi1O2VyiBkYkN2Ea+GJEIjzDjvFpFG7Sswr2tylbQd+IcsVyix2uoV/yobJhpN63kBlK2cdAamzn4oXtpap0GGWmQK35jhXtfqFxzFnsISiG/lAtJetFRkNVCTBPKXsdCZKGNEQPp1DQ7eUlKxwUjcBAImHAcxGWwE0bACNwJAh/x/OfyUI2z6zPiPIskGYYzvaHFEeqRyKBA/KdMzIedPBIlCF398is/DnudnCOfzwGP4J5YvisfiXOoKzfK6j2OIAFiKWICohIR71mdwYfTF0+vz6EdkfwQ50DKORXFhqJHmOFB6Wmz0YWgKdHS7T/lUR8h0inHnXhG65UdYjKl6IIROBQETDgO5UrYDyNgBB4TgQ99/jMvyDVcn0cyYWWMwK5XrKrQTIXFj2QeqtEWWz1FQeJ5G2IYmzlH3H9ylTfKinxcP6du0TE3kGY1jGH+8ur8TOxB/IcR9PSO4BxUo1umKNbJB9aCf4hGrJgHmkU+xFrUfQPtoKmnICj6MAJPHwETjqd/DeyBETACj4/ABz7/qRcn50pVtPCe4VyrJ5R4RAaPAmWUoAvE84jHbRklUh3sw5jSB5HPWOYcdM+HkD53cvKirCktUTetaBYR66EzV3r8F3s4Hul3V06urk71DHSVWVtRGkWrKsk8ZEEOJelQ+mSiEXJoG/NYoB3mGboIPg4TAROOw7wu9soIGIEbIPCK5z8JtkGwVSZh1g8OwAuuoAL/Rxk9abJDQ/svFPNZW1EhaEecRs6he2EzBRIPPo+Hc1zkaotshWWZVPKEd0n4DzJxeXJ5Hvfa9rSD9mQeoh08GT2Zkra6bmIeIktiU22kSHjEIkuMMg1ZY7eCHPFhBA4BAROOQ7gK9sEIGIHbI/A+z3+CbmjVK5/QtTIFByDDQXpDP3BC6oDIPNECojacg+0VNGl94vr0EhPq0DhHfDmuOAdGgouoPySDR4tCceLX39Y4B5ZoDaLByI9gGBAEnoZOqgNp0g7up4VViGd0CY+kHSI+wSHgQTKT5ZaXEQvSc9NXtGNaZMkZmGoAjY8DRsCE44Avjl0zAkZgFwLv9fzHxeO7xANYuQi+oD5QB/2oydQGNSCBAcfIraOhLG10knZkqkOrKhs4h4xqbUS2Izly9uj6apFzoAH1eXT6gm6RYUmF5ZUTnitGL8wrE4Jc/IO9rTxrTL/6tlpn2UQ7csSgPPhHZiT2hcjXSGxo+SZYU+McctaHETg0BEw4Du2K2B8jYAT2ReA9nv/YeAYoAZ64y+M/1w4xB+K8zuIZCuziI2QFQi2iPYE8fvtEuypkJJdXaG/5jHw2YstzqFvjHNm8jXNcnLzkilRIUAIxDO6PjV0dJEUYiP5wi7akokecihqtJLAH3bSyynZsTXXkYkpMyicjcMAImHAc8MWxa0bACGxG4OUv+xjoxNUJD/UkfK8d5DII9MokxHoKoRvOgdJ0DmXdq5IbIpSxQB92cBGJAuUdUAlSoYKONc5BN26HiXyDOMf04PO2tqKhpm4aU08E0QO4xHS0uyPSEWFzRTLarSuiQ5iFbeBSZDtiaqImKkA7kDfPksuEnbDdJzkY3ixE0Pg4KARMOA7qctgZI2AE9kIAtoEet5jG3gx1CZJBVA6qwVvs2MgMR6Q3xDZ4DmhKcgzKBHDyDbGQoiDNLg52dWiDBgwEaT6iI7WDc5yTjNBg16yOJOeIH5VtDz5n3UYbODiunxMZOj1ju6iqYhqxjCKfW5IkUx3h8JTbCOaTKyxiM23dhCmJTMgqa0RZaHRHq0aNNfVMRkNyhKtZ9NkIHAACJhwHcBHsghEwAjdBINkGPXq2UQYIwpHbaMxDWQ0tqYht5MKKsgxxkGyAP5A9SNqBPbZxNqpB7BcfGTlHLKmsc44zkiyYm3EOCAnjrII+BALKwH+M1qc6HrVMhpwKkhErLOGjqkhTQWfNuDIZNDHwOufQgKItMT+fjMBhIWDCcVjXw94YASOwHYFiG6mWezimMtFYIZrIDluAXlBmPYVCso0LflQtGEAsmcSiRQTtpB0wAXGB7KxQvsY5iOHxdallECiBqpHnYES2ow6cg02j8ZyOxjkgAewbxUnYAcsr7O2gGerA1tEzlnFiV4emMOMcQVFaqiOTGcU5Yspt4CnPwQAtFxKtPhmBw0LAhOOwroe9MQJGYAsCA9tITWIwhWQeRGAOSENSCu5lhQ3wwAz4R7INCiQ8Qgu9SG/EcoUIxlmsp+SDPOIZ56IAU54jKMUa52D1BM4B+YhC4xyRx4Bb8BB0ng2mm1Ou9IzzWFjRqG0bKd1EO04vogCHubzSLlG8XltegROtWIh2kqo1Oce0n0PTTarSFXqhRvVhBA4BAROOQ7gK9sEIGIHdCAxsI1YXxB+iJ4XgHUoiRHpDbEB3pmgxRb/lphtV4AdkAKQZnIPtF9oToawDGQjkEJG0JkYiFpOxfJ1zoKHfTVlRjYFz0Ap1SM6hJ3bowF6Yi4o4CUSG/xvbyJ2kbAtJPqEsBYqR2FhfXqm1FdkJ32UnqNAqyaGhmJ5M+DACB4WACcdBXQ47YwSMwDIC3AFLHKWt3yiaqrGMoqYs6LYQ0Q4CsqKxXqIg0A7um73mh01QnQiHwnLcq8LuDWRkPPSuKC/+oXMwhTHPAY3QY00V65XekPF43te0trKNc4RTcASlN7Sk0vgC7tObHaE7tnQk50CxoxRpY2IYXlXJj4XPh4eACcfhXRN7ZASMwDoCPN2rBKIFcbCGIiIRLARBBHLIQtCOkKqcVCN3jJ4E51B/nn8hE8Tsad+otlHIklZSMmugnEdjG8k8sIVOIwhhGqpC1iRGfnS1L+cgqxHuc4pUR7vrRNtXoRFiIftzjpbkmKiG7MrKZN/vRuCwEDDhOKzrYW+MgBEYEEi2kVs08oYQFPq9otSoZnpDmY2Ium3HaGwXJQPBi9wG2ziiTIZDg0At4Ax0jA0crEOoHMTlGnOPYBPkEVoIj0C+xDmU4dDvsJzuyTnY1sGKC8flySMtvTDetUhGpEs2c454kkf0Wz91Cyv9qsq6kmtG4CAQMOE4iMtgJ4yAEVhE4L2f//hgAPzZrsRAzzOUvNBdGXolySBm8xJliPWU/IXYvEUFqsE2Dq19sKQyJUlgFHriBlGfTRz002YO8g7KY0R6g/fGORDDTkRJcjEm8hwImkKyjTify5Lui8lEw+J+DmU2gvHsyTn4yRd5x+Q0ZOztiA2k6wsri/hZaAQOCAETjgO6GHbFCBiBHgF+lY3InJsVFG4VxEU7styCdsiRQDtENkIqJqK7YclYxDk3cMA5SCbwkHG1KnSznqLHeUIi4onmjJSkBs4hJVVEKa60XJLcgjNKQRaCcyCmt342NtmGWEEoZKsGWdrPoW6aBsc+nEMP+2I/6dIGUnGOluSQNR9G4JARMOE45Ktj34zA8SLwiuc/EQ4RN48oMve0g2qyjSAZMI7GNiLVEZyDuB+sJBdTdENsbOCAbaQk8xTagqEUBkyDBRFkZ6Q64BT8x4NElSaJHz25gEaIIGzgHOIWUoB5NB4xcQNRluwnVkSFe2Wn+1bU0n78ZSPnYPrtPtjoPnEOOJKcGY/wI/SnG1hi7FHNdSPw1BAw4Xhq0HtgI2AENiHwiuc/KZuSc1BOhkGQzgKSYBuiGuIjUaVA5Tx+90yEIzZwtEd+RW6DbRwkLHSjSvQhvRFrJGQJzrhF5JK8Bn1iSSUYgiiCiEGE8uQO9NSm0khk4EoWWECBspA+gXkEMWLNRp6ioENxn5tZgjT0nIOVktl+jkjKMFns8T+e8nyO8EFGcjFFuz6mMiyJJ3PUQz40mg8jcLAImHAc7KWxY0bgSBF4v+c/OWZOWOXgp9EUt3NTxTrbUDPpiIj7KpPcEP9ASYsk2kgRbXoUR0t1kOEIzjERDuUl6MISCoE9FlYY62wj54CfKNajE6QjCQkDR8ZBvzev/Z9wCzaoSngentNOt4uTq02cA45zfnJBnoNCf68szmuE68vYwaENHP1mDpXjYLobVlWEmw8jcDgImHAczrWwJ0bACJx8wPOfCgoiAYRXHRG6QxLV/pQrKamkPAAvYmy+YBvkCOAZevaGdm/EYgqP4uj2cEhDbEBZEw44BxEfTVnq8hyQi0yFpFjcRTtVMaXNFcl3sMPoehoHQ7RNHiQ88E1RnyZ82cQ5UIFtxH5Y3a4SCQxkcoPz9akSKPn4jdrMgd+aXy6gCIA8GEdD+jACh4mACcdhXhd7ZQSOEYEPbGxDv4dGUAeCoB2K1+uhVJKI+oRkFSaaAXFQJdiGzvmkL/INcIOLczhH0I7GCGQUonB1eca2z7hBJQI2SRDdQ0twVzqDAXJPKFWtm7BWohGSpcSCTLiSjlLU78rTrr2udM7tFm2dpTgHTCQIityGzegZYuqSh2ZDc66bKGXDwznWN3NIXXL+U5IjdTRcHFS9yDKB4ffDQsCE47Cuh70xAkeLQLINBXNxiOk3WNdSHStsgmSoWuspSJJt6EmjsZ4SuQ1RjcYz4lEc57CNSA2kLd1eeq6bUrTxNJIKjdkov0CeQzehQC4YBhoROYfIbUAUxARER9i5QROF/DJFXwRFZCO4QBIP+kuonIuMqpoP45AXsAbYzRmG28ETQK7z4RxKweh/beaQWvCM2EYiJjYlOWJtRU1RkJEVf5ls+t0IPH0ETDie/jWwB0bACLzq+U+P2K0VgeIclNdTHQ2nZBuxe2MloRcBODmHylHP/IR+UYWtG7xIcvCgjNjNGcsRNESuQiNBHxrnQIT+9RU/Lcv+UhIdZ8EtTkMXuy3BcRnxvxZWEEMytP4RM2AY8iDsYEU7H84R3TIfkwOtOIdWY5KQ6O0sHwgG60i9fmGFUZhmkhl0I8nBrJXVSLnc82EEDhIBE46DvCx2yggcEwIf/PxnaNUgMgXMOx44ocDL0ac6QtBOyTYiL8Gf9koOKK8RmQaidJAN/SR9pDcU+mOvKKkOScQiQiOTF7rJNEN/cI6JbejH3nSjSbAKddReEC2OwCeoUpKCIv+0sIK3YhtoSo4bpE9CXxOTrVjraRNTCkf3mwSloJ2MiXIl6UhuINWYohfazloLK4IHD3SvTEtyJFAT26DLPOHRI+eyEXhqCJhwPDXoPbARMAIg8CHPf0bikJyDMoE2OQfliN+Kuxz5XHMCc1bzTChXD71ogEhEAROK70gaydCqitIberCF6IkWPHTkj7YpRkeov76c2An5DXZrkgGJFRWkegh6RP64J4S9GtprilzcIjzOhRW2XwRTERkRz4hsBMNBa7qbVpCLYcTyTfdwDvIVmgCbNuSiSsqWBI0RlcmFlTA6JTlyM2luFYmdrMxECj6MwAEiYMJxgBfFLhmBY0HgQ5//TKaaETK4Rbs5JTlHNjVqoAi8ohp0QSdyGQ2ralsVgn0EBxGNiC4KynAOWVbWgLAvbiMWwkMudLCMcQrtiIejK8nB7o60IFYhdWgIHEPmoDRqEuGQfmMeYhptYYXNHBJqMJIiOQ/eoBoorW5ayYmjFJbGzRxrCythqU9y0Fr3xzYg/GYEDhUBE45DvTL2ywg8dASSbRB9tTZAKG35DNGPYXllCxLiD/FKC0ksghzIIDSA2K5z8gai88Q2ECp3EJwj2kVEkJ1GkiM7ykCsh4gixBEMA5vKksTmTyyjEpbijEmO4BDdwsq0mSNICRq0kzKREQrn3QbSYTNHEJ5gLEmLlpIcup1Gjq62cWRZtn0YgUNCID7wh+SQfTECRuAYEPjQ5z+LKJkzXYXzaeadZOE7KlYZlN5o/aOXqEBXpwhpIPy3M7wBPhEKYigwi1DImI8jtEoyOZDvYVNGODiT4SiFrMZZOYxIcqh7KqugsswjYW0GU1LWTbayipwCjpC2CQnTSV1JQlEFvfQcjpRw5j+MpWEM0QXRVB3dz0n4bAQOBQFnOA7lStgPI3A8CATbyOkSmhXpCb19nmNdorC6+VDULR5QhUV9Egy9ApsstGOUg3WOeFqXXJkdSiB0h1hLJxF9mKppHF6gvRdiB92yCxbYCKKMy7iZg8Wc2N6xtpmjc1R3yQZ3irWf60uw0rNHlauJ9zZ6Ds4w4KF9ozF+57eLRuBpI7D9X/LT9s7jGwEj8OAQ+LDnP5uQ2U2rlUtIPUVIStjpq4gcnb614ivJBEL+cEAAklKwNKGtG0TwYBsK1kh050fcVKL7SqKJVhWkmabgEDADqbUA30aoqhzCpenMu5hQZCHEDpTjUKoDBV5UUkgOg+eTRjJDCjllqWjBRbphMnSjmtOUGVnSYFXQ8GJfPozAgSLgDMeBXhi7ZQQeJAKwjZwXkTVTGlElcCqMJ4GYpzq2QBFdFHf7I3MScAUK01lEIe480Y0dQTCiR/IPcY5JmZthWlkF0Y7Y15HMQxQkaEfyjxw0GUgxD4hAOkArnukFNaBbFGAEaCqlIa+1qxRx0ATqulWG6WtPqRIYFNodKziySnKgdv0ojbE2lM8VhXaEtbgnFithXe8+jMDBIGDCcTCXwo4YgYeOQLGNnGhPL6YA2WhHcQ40M5wP2BCcF6mG9BXDie86YAkEeh7dxcNEYRunPMWchIY2h2a0j6wGMf7yTATikp+nlzLny6uzR1dn3K3Cz9azpHEZqxdsJ6XAIkywDTmGRFVJwmA2xdjUxTM0Me3npF0O45uyFbqPNbao6n6WnKHukhHDaAsrYhvx+NHgRuF2y3Cgo4edJ7MQkyF30t2rIonZRlx9nw4NAROOQ7si9scIPEwEfphWUnTkromaJLFzZ6qjlHcWiPW8khAkS4AxwAYgEOIUtOgOVlEATCnVEfE8CAe/GSvNR9CO5BwT2wjOgbDRjqiKasg+/EMvOqoso9NR5eAcQTPUpIyExm+MiEYBgjv64Te9y8vgUqB1IdqxIcmhe2NErhqcyTPiPHngdyNwYAiYcBzYBbE7RuAhIgDbqGnNaUfEV+JuxmjF4Pyrf11eBlTIphLpj3x1b/EbeZIAEYjr0xcv9XCNk0eEbv2CfCQeNBaZABEOBXlSIPq1WOlfwUw4wydEMlSACqh68kiSk0c8IhRJEI5HHduIPIf4Qr7KNwrayaGVnJZ8UI5DZEHuUo5HjmnoQAaZfs0tF1bO9VR07CFYTHLIkqYuGjMQuX58l43AQSBgwnEQl8FOGIEHjEDPNmqai7Rj4hxojbQDUbZ2VEM6aYd4S+hO9sA5Ew+iGlcnsI38NTV+GUU/3DbdK0tfcg1BDiADIihaH4msRpaTagTnmKhGqCXJ0DmWVC7jAag5ItY4KMt4UAqV4sj5BNVYLazIhBZ9mAUPNZdKLqzEHlLaaIIg4fXyTo5McnS/2dbG8psROEwETDgO87rYKyPwQBDIfRtJC+ZTGmjHLKWxoh307ahGszRIFOO1yiAaASF48fr0jTzNPGyQk3jx6uyC9AYRXiG+HTCMYBtBOLTbQ3kOlHPFBMqChJSGDIYw0htSRiKSoVSKch4cVItkhEBCjNfBZPWrtKq3hRU8wbuJatTCivw714+tyFvIx3msrfRJDkYrs8qbJI9SPwYUBr1CabpgBJ4uAiYcTxd/j24EHjICPG9j4ASLs70R7ZgsJBeZahFp2ZIBXXh0ep25jTde8fttqGkd5OL67DmegqEljPYgL3rCFeLMJhIRC6pBILRcIhohSqGVFLEQyqIU0BHphFDdswvxHUlE+7AYTsEB4r2dVGX/SHAOiIHcUjv/Z3amX1iRFptK+XZmFUjPL2U1RnehII+dpuquFRawhRvlqko4uBow1nBWpGTV4JIReHoImHA8Pew9shF40AjEk8tb0CVIJ6vYMuNUqNxAMpXZIsuyAeK8hqiUw/X1C1enb+CX0IjZ16eUL8QzlO3o0xvkQtQxSAL0AsoQuQ0kuvdEiyazTAbK2SU4hzIJaCqrEPJyjoH1+7RBKIp5FOcgcUFW45LhI+GhLMfawgrbMfQoMIyfnZyDwFKSIx4ChpnrxipgGPASuvgwAgeLgAnHwV4aO2YEnmEE+A3YYgwbkhyNiyjOd0fxkmQe1bdjHk27mqp3xH1WQK5fuGwJgxehHWfKc7CYgtrEAMQPODjlKBALyggzUTEkMLJKIoLYTuYBTbhC6jOiKEjHNpgVNEIP+CKtwhnKIGLRJpucA96DKflPT5EO7fjsFlbohF9qwGEZEB9ZJTlIfiirEY4wQrCVohr00lx05CbULPtsBA4AAROOA7gIdsEIPCwEPvD5T+UHyeJPcyZWxKKfZC/syy1WoprMIwlBVHu13hRlemlXBNH7UvselDz4vksFdQjHhcI/8VkP5uTVH0TpDNQiDWEFE8k5uH2WoXt6IUlwi1RmdsEzgnpMxEWEJsbixpPngkGwvUIO9Sigod9yS0faZo68S5YR6YhZuEiX5FA5tpHCYXAzpqLsiX7KHk2yMrIFlwmhisU5chCfjcBhIGDCcRjXwV4YgYeCwCue/6SLxjZaUA3m0coxy748TLuaGvMYaMegXdUcQuzkWs/gJBZfnYkf8FPySjbE9gdMV6YhOyZZgJcQ4znQh1V0zCMpRchRiVaGoIQOI1LUiN0hb6+hOGfsJjnhXtyLsFxzCk3VgnOImkiCIAaNx49iFC5CPR7LoR+SRZJJjrpdBf4R3InZaMdrmBD/UEESFXwYgQNEwITjAC+KXTICzyoC7/38x8ftFUREju1Jju1zzCgd4XTKdtBhIcB3ZmACLDwQruEclIj6FM7ZZ6nliMwDaL8ER9ptZ+UNVisjhHDklcBQwmOdYUxUI2N9Mg/ZJNmAcXEbtZznlgpWU/A5aVOC0oY/PWWpRTmKtoEUCtEWVhhQGY74LRUe+RE215IcDKG8iTa/0jn4CZa0htNzjpyoRvNhBA4EAROOA7kQdsMIPPMIvMfzH8sNnBmPCbEUcl/C+sRWgZCwut6kWnQvcSkkN2iRu5r7Ah1lcOIcGbYVuXUjh7qXreyVFpNeIKF7lHXu0xjIwyWd6RJn0Z4or/EfeABDxFO82DDKEbe9sHoSI8M2knZodO4wkSlxDkm5e0bDatunBLjbemlGU5KDOeSiEF3pAxHJs6YF22D3aJ5l34cROEgETDgO8rLYKSPwrCHw8pd9TPy5nuFwt/eLbINuvTwifZpKtpAkYdE4TaQBGufgL305I/KhLtpGoajcOoo4xBHJC5VwGmXEMWLs3hCjWJEMdHK/B3fFhg49UlndOcRscnQNLTKhjagtn5IqcqCmoT2soh2Nc4SjEqmT0hc0MaS2bkxJDqWLaNCzUiUUgcEeJIN0R5uvTOaExT/aqH4zAgeDgAnHwVwKO2IEnlkE3vVlP4YoyJ/oV9dXLKlEBNef+oTQxaNnFYsKKUy1CPApmCjDRsMiAc147GXoQvyaN8EumpWwL0+J8VnmTD3OEfdVbjwjFOgo/UiFpGOUY4GDlZQYR92mAwl+57kmIPaDjeAcSoeoAa5wTX9oDt1j96iUmA7cgu4UABmdqLZVFW3dIAmS9AJF+eXDCBwoAiYcB3ph7JYReFYQeJeX/egprq9cJmiKgoyH4mojBNGk+oajQmfpZ7AP9epXWogjgDfSIC06JrGILqvTZEd9kxmERPkMJPxPYT2fIcUQSh69ekaBIKfKfFHDN5GtXgMmoBdqk+NsUFWCQl05eJen9M+FFX5ARZORWCQDQiHP1EM7Q2LrK7paVeGlglZjmiSsSduHETg0BEw4Du2K2B8j8Cwh8M4v+0hiHn92B8MgcnJXBaGW4EfspBBbGjZMaAq3y83VGrFWOsk8khZMfUorBQrTUxPDV9dqbY3JBkJBOkEmmv5OqhFkQHaSfETI504WCBYW4Adr47IhA4cQ6hyu5Tn9YEdq3h8rtqHchpIcOMSmDnZ+qKzURyU5xGbgH/kKZoPZZDKyB+3IfaNpvIdikvjdCDxNBEw4nib6HtsIPNMIwDbwn7ibQVdlRcm95hTBd6UZcXlV7TMTpZmGlxIe1VHhuSp9ofINHQtZS2mgXFSDcqjlMgpySABl2Ui2kVQj7bcyTGB9ZJGMcJ2pUYBYRIIiO6nML7AghHOgqWeOBruIzEfbPSoyoQnxP9aTasRDwMIStIMngGEut3EoFTLt26BjWPU2joa23w4EAROOA7kQdsMIPGMIvNPLfiQeE/Zu5HfShQjE6hcRdcFALy/ykb0qrC8lPBZMLVIN9JJ5YG0qEOspS30L2yiqkZo5XoIQOR5t7eydSJ/z3Gc4GOyC54l2urrDFdIRt6igCc3okhwYYFMquQ0lOdg6GvisngAWI0JOEIvV+FEc/SVw+XAQMOE4nGthT4zAM4NAso393V1kJT2r2GKq1JJ57KIdtK/C+I3YRvqQbCPLmdtoZbIG09GzjUk2ci/iP8G/nWM9RVWIQ3RAvjIXkoBI95zwa/Q0ceItOMSQ5MhUhxZWRD4i27HaN1reuGAEDg8BE47Duyb2yAgcNgLv9LKPCAcVIuPP+kU6QbAkwuqYFkG0LkB1irj5ngo6bzqKNCTz2EQ7utQClodoXrYlT83S6JMWZYRCLQ4VvUjNqpbRvsAc4yVZ0gXQUdoh2EYh1VycMCDVEQ/w0p4X3YWiqhgHSQ4efpo2wSHU05jOuaqiUTK3EZs96Nb747IROBwETDgO51rYEyPwDCAwsY3HcrWSFhWAt5grnWQem2gHUbnowhZrfVPpF/noWx+vnCRAC04tCwFBCOZBNQ/tDiWHMZEIyuIcEvAMUc2FkvZisExCR23KQDCuqiw6qR5PYEqLY1loBPZHwIRjf6ysaQSOHYFbsY0pwAZ4faWYBC0ZdxfxVWCOI/W30A5CMopBIyioG10qQZJGHv8ceYWV1dzAkXmFSEWQe9AhuhA5CdGFiW1EdqLNJ28z0abRU+3nYA8pDSi3faGR5NDCSmMbUA1aSWJQgFAovRGj6IbYbt9ojK1xuxWgJvObEXjKCOgj68MIGAEjsBOBW7GNBauZoqivHgXmDNELuhKlQulE3G2qmEprUmsy4nAWS6CGSTgpxXsJ11QnlSAMUyXegzasSbKS8moNQqCFFczGxk5RiihTgDEEU1CTfg1Fd6+orBdlVfmZlTjTX0LsZHfdZJwwpLo4R4CnavMkNo0uuGiRETgABJzhOICLYBeMwMEjsCfb4A/yDH7593c3rRaAU9LCY5CJ0pkH+GyqvRQZbDPhkRYq21EbOzJ7QLCvPAeaq3SE4r52OkRrjbwqVFMVaGMuw76N2eykE1aI/To4B8MQVxApgCugoT0ZjTKQf5CrSkNEj8hzsJNDHdGPqpZReBSpAA1apWSH7OW9KjGKOEfeHLu+b1Q2YymGdx9G4FAQMOE4lCthP4zAwSKwhW1MgXab70UvUKqERJRbr01UI5urtcXoCNA0wTyKdqRZaAeNmzjHxCGaSmkSwnM3aATvJCcrllKtcCn9Nyk315mRiIR8Sj+pxizlEVIqmX84D7ZB6kKacYsKIwXfaJxDbsewFKBt3CLLI0Wj+zWPMad7/H4sctgSPGN1c2wOPY0eA2gQH0bg4BDg8+zDCBgBI7ARgQ1sY/dXB0ExX4Pp7EnQ5SBMZqRMHVVmr+peLb0yZUXlECXtwHBGXUZPcerEOSXoq8D/U6FlJgad9A0OkbxqIhZJIejeCmFKLqQ1zlRknG6hpPQGSY6YgPIcWkzhHGsoqMXaCgqp3DSzOgnp2naPCiENhcnm1bSMkimNltiQCz6MwGEh4A/lYV0Pe2MEDgqBDWxjp4/jFwsxmDBZ6Y2MmRnOsVUkY9FutWYv6UePVC5hDskQOUpE5cYAIvor5E+HGpMc9AWkGcJDramXky26RzIDhchkSBEWkk3BMyABwTbCRUyIZOisbkk1kKR8RTuyKawk52BStZODAn0lidGyGHhKl07pYWMbqSVNH0bg4BDwksrBXRI7ZAQOBIHNbKMF4xaDpyDXYmJ4T4zsjlWNnkkRKpBnNZWLBHR922MzUpLKuY0jLbDOUkKM97s6GJXlCWz2+zkYv6uqrLUMpNNaSUwqH2pOOG9PN89WmtjMkXmO9IfzBAKjCZaYKh4p7ZDTTrDEMwIg3bEanumxXdJg/Fhi0a/Za41FmzbiFlm2dMhI3CnLz7kxsM4iNKI4tOAJPCPKGiRmijEJ28ISUh9G4GAQyH8LB+OOHTECRuAwEIhnifL9MP+KmEsImAqBOJ7nnEGG3gVtBVg1KiyHUkRQxdHFqVdrKVRHGQkzaY0zw+WIGczT4tRRtVBIcRuOt1QISoCKjqmLCs1bdeX/NB9K0ymIhCppSl3UR4sg3O/Kegp7RbVukmdugo37YC+0q0MLKzShH63TOWal3IaWXdjAoUJUQandq8IoQTU0CzWGY209ZXLM70bgoBBwhuOgLoedMQIHgcD6k8sXQixeLoZe5Bmeh2kQFYmZGCJw5lGFCu3Rd+jXqpmEoFLKZCbSQmU75qkORqxtpHSsxEbaySouyVRYDkmSBmUyoovao0DKADVtLx0mHsFebIlXRH3NUNUgDZSpwyqSWEA11BpnlTiYQCQ2KOoxG9ouqtLVpbqQ5NDe0hiDraP5HA5tKkUjSEY4Qzlg107TR5R9GIHDRECfVB9GwAgYgUIgfwO2qtsLEflGlSn0NjnVXqNnJNWExppS3yGaUqF0FNGjB8E4mUe8qz2r+dWmzMBkeRqLjjq6arOKJKdDvWMV7Usy3c7QHwZ06qavpQ0s6BWjhpHGM7R74+QatgHVSOYR+zmCMiBRU+whTRIR1pOviKUlp4jh03IbRd7KYdozsREq6hFyxm/zKm9dMAJPFwFnOJ4u/h7dCBwWAsk2iGHDkycGLyMINlnEOZVnmxuSEyjsKQzqTAzMqvQJnGpSsR0obDraVotJP3MeaUEpiuioZIH2PKhKOZkCN5fKZjypA/0pscFv08uBzGpkAZtRWN0lS3ojFAjqKqTzmeooPxHSixfDpPs5U7GA6EDGIkhG0gsxj+yrvErNPlIx+H3JIsvZKYPhCkkOLMR+DvykrB5CMjaBcAk0KH0aw2jEqBxzwQgcGgL+jB7aFbE/RuCpIfAuL/vRNXbEs4Xvh15ef98jzHL8wZ1htyxVUG2SJAAES+qlijDlq27rpVQoHYXeSSFNyVqIwhJhuFVzDtRTf1IWAeKIqloolAKzmMoK6qlIIctpH2EWQrgCipKGDvc4QzV4URBAp1MmY8pzcKPKxZmeN5rwRSIEfe324EAYTCXmEmbDB408XYVIb0RVNpRboVM6HCZ8MgKHhIAzHId0NeyLEXh6CCTbIG7lU7DSEQLbJo/QpGkxvEU4VNhDI4M0hQjDLexPkVu2W5xXcVuorG0cpR/5DPXKzAQFJSEi2s5THbETQnmPKY3BO2G78hwyg1dYyIFiduygwH98b3mOaT+HVHLiORGqqNElqpoo/zcuoAptuWKic9EBCjjAb6mk05T1UK/IzbDPlCHzdpWkHeRpqHKjCpyiu1eljYOlcBhHdGhATS5rPhuBQ0HAhONQroT9MAJPEYF3fdmPqdEJVz3nKHlf6MNbkZIIuhFGm2qLrVNyoUkX2UaF4X6UvtwrNE4Qok2043acgxGxmswj5rjMOXrHUEc/ewWJ0XS5r0RkSwVIhnZvREHnvm/+fpuYkmiN1n0uNao2f17ChyjzigUU7GO2nTE+raokn0mb6IbnYaofxmUjcBgImHAcxnWwF0bg6SHw7i/7aAbPv735ezvKLWjNmYcC4nTUn+uKjLElIVsUF5vO9B729fd4tKRUUXqlGeWVeuvfv7Xkw9RlC+3IVMeNOEcMJJYQezXkJwWEeJQDTZKcPhQhD8X4pFxoUq4ZqBoVOgR1iKUTbQRBSVs2mvUABNihEKix4QM5NGeV5BC4bB29PuO+lbOTy8vMXXDWWDpz9wr/8cJ23OMitiPrqys1eet3I/A0ETDheJroe2wj8NQRSLZByMxdooSs5BzpWE8vBleTbVR6g9ZBmVgYQsW9VRyOEC55BOM4rbUOo/TVMpLMI/smG6CphEgYOjmHuicTUoyXJ0trKxmZk2EQq3vOoWQPA03TFM8IItJiec4RIXOnHDMVFYA6kOhIAgERyCWVLKhJHeTvpbxRBYJA31gu0e/BXMZvqWSSg1UYPIhfsdfts2FEqyqPBJs64RsFDRjzENvwYQQOEgETjoO8LHbKCNwLAi9/2ccQpTKN0XOOHLxnHr07GTGRZBhWtFt7vLciX0ZizrmeEvEXfZp08JaFLIdMJ8LmlkPLG3E0K1qCaHZoSWFKknOgm7QjhAy5iXOgmPs01zgHUhzml9KSc4TN9nyO8KKdIt5LM+qK9kkpxALy/hTOesAXCytX2sMx7QkVeUEjOAe7N3COzRy5b0Mko0tyMLXMYKRloccjxa65pUXkRo0qiGdQkBvCYiuUUvJhBO4bAROO+0bc4xmBA0HgPZ7/WOJT/gIqLhFWM2jVDbEtem1wd4pwinOLRzUo/HWH4mVUS07A3Ofo1ZJ8pIWBdvTVYAzalFmcg4GSYYkJiYGIKyj2r3GOFFbryDnK22QbEfKRaRpY5U38IOqRkGDrBgZj32hkO7J7pCvEFJJz4CUMj9yGNEl+dEkOVJg7Rniql5ZaLnX3LOahKeGAzqFSw5aDLhiBA0LAhOOALoZdMQL3hsB7Pf9xRCndCRG/us64xMRKdZQbRT5KQiHCmwQKo5wjvRFBV6GW1vhzP6KvlENTqqIH+n+SZKGnERMVaTrzt0q6ZK+iHaIG8ificAwRDEPVgXNgAR92cQ6MrW5aCQtrnKMcy9nEfDUQL6ag/2OmkIMkCpxhHiQ58pzdYTnhdWBEJe5M4VHoXBOlNyLJoY60xN6OS+VLTllbUY4EXpK7QWKCaMVQCTYKyTzKTReMwEEgYMJxEJfBThiB+0TgfZ7/hIy5RKnkHIxeqQ6V9Ue3DhSyMJwjDkoG26imjLtVDQIQOoq/qyODMXXiaB47eUZ1Ls1kHmmB8Jw8JkkGyvrzv2U1bsw56M5EppyHFlkm1tI4RzqjIaKUUATbaDwDrxrnkClYwmoPB0/dwC/lMmjil9j0rgN2wx268AlyLtwBK14SSQ5MMSos5FIPAePAlHDDfnKO85PzF8mGYDJIRlKRJDKFVQ7hsxF46giYcDz1S2AHjMC9IvCK5z+R8SIaiUwkoSjagaRnHts9S7aRf1tneIs/8RV3IwArQir0KiZzmsJwBGqiJkcfFKWx68hMRnXcQjtECG7IOWJwrWhEuqFxjhirWIvQSjaWzjKznJqmwoCE/ZglQ2sZJahGsAelN4J5xBbUIByMAoFA5RH7REBMaQxt42C55ILNHJHkiIyIPFHCI2xCR+AXLKaglkNzPj+5eHTyYiDdHIi5+GQEDgsBE47Duh72xgg8UQRe8fwnEdoiec+f2to0IDIw0Q4KPfNITwiJWcjzekpDfRVYYzUhLFNWDFZDmE1KEdFYMTmPgW3sQzWyY2km80jjRTsyYdDzjKYfM8Crfg+p5o6vQR9Ei67bGgoT6jkHE1GvyJo0C4FYm0jMKearyeWsMUZ+IqvxBA42XijJEexB52hsfAjz54GW8h6R3jjvkhz5KDCcFKx6ydEp1aFVFYY+PznjjhVoXzK/dmfsCuwczWcj8PQRMOF4+tfAHhiB+0HgA57/VOITY/EXNZwjCjVyxsoulkbLnH8g7tdZIg42IpHG84xak0q/ioqyPdugWkdXLNlaoSc+2XGgHWk5V1hoSoP0UpSOapt+3K6SfIsBglJoIPRRgF4U54jhRQd6zoEwdNq8YhTp0JeBqOqlFY4202lJpXEOCAfUAiNkM9qDv+LeFy2wnJ1dXpEIWUtykMnAKtbkHjZBP35jhbFiVSVlqmU7ilGOScQEfDICB4KACceBXAi7YQSeLAKvev7TFbEUljh4cLYKSTtUlzCPVFiqTBotnkVVsVChkCP/wo5ii7kRgCNStkisGCmFkCkwlnYrbX2b1HOLglTTQtGOPtVRTfTqOQdlsYqJc5DloTtzZqmCEsoT55CQESb+0TgHorSgRk1E+lUWGjlf5AETSyEcrJXAMy7Ors7PrqTQCIcGJ/ERplE4uWA1hwHPzuK55piii570xVkXLBIn7QaWKMeqCsa5BOfn+tE3jdk2c6T76ZnPRuAwEDDhOIzrYC+MwJNE4EOe/4yIowQk4qVuf1WIFc04n/5YL8qRIbZ5My0OLDs3xVqFZsoYT0ZBOV4iFqmjpgi9aEZEbtVJVsMtD4RUOYHpyF4lwXJxDlSgHcxzcXkl8xz7cQ5ZGjgHokx1TI4k28g5wq4awYoljyAcsW8j2QbsgVeurUyEg3ccjXxTPHfjOtIbV9dKcvCD9fr9lNjJkds1RDti62iYSvusqihZxQUFeWiH2Ia8xpPwvRx1wQgcAAImHAdwEeyCEXiSCHzY858diY22ESH+VBbtYO0/Qm9jHrgwkY/0pijIJudaSAtuISoTMa+ohiiFXh3VQGmRbQy0Y3G80lnxjNDLarKZoh3JOWjvl1fQTGqCqZj4xjwHHZlUzH+NcwQFkSMTUM0pgEiCpY4xQxIbtIkFBMng/thIb4hz8JDyyVvSG5TPHrGOcnp2Drs4PSP1ws+pwFH0oypJH6hen2KBx5JiEMu88oEcyHNVhevL1YzzuZ5AqouQ2OORDyNwKAiYcBzKlbAfRuBJIPDhz39uxkJCFAVCpv7XSMptRFnMg3rE4OZCJj9aZfNb8BgZ5Ui2kY+iUmSPgBcjSoHo9zhso3chh4sp5Lg5nSh3qY5heaVyG9s5hyYSGo2RyOrIORDlvNTYUjj0iTkGGFSoBguJs3IbrKSIarDygY/KbJxpayi7NshwXMAmghrBAmFIF+hddkmOvD8lfktWKyzaQHoK54APic0ALHQkBsQ87uSFEFdxkiOukE+Hg4AJx+FcC3tiBO4YgY98y1cTdtgwwI7JC0Uo/icUEkwVrzNywzwyeOdf7enB1LTbH8IbSgTgCLGcFOWCdkiketgiDDbLUcjaJGtNuNpKS28sNPRiVKue3bKKjcpzoF/LKynPXn0Zz/v9HP1NKxhUq0YdOMfKERQ0f01TXiSpokhFkV9UQ+kK3RMLHdAGjqtVhgOmwCM0GOSKvR0iIMpwaN3k+grlq0h1TEkOsYpIcohhsNtDeztyiPa80YuT88uTC+6PJZmiBZnAPlzzyQgcCgImHIdyJeyHEbhbBD76+70mQrj+tidqEvsiJBM7M+yKgHQkQ38d48Akyfs6V0F97pu04wiDlJTHJ/qS9iD68j/VDL0Ri7GeQTmGQbv11tt2qpGKqdPTjrTQ047iHHQp2rFaXklDTUkKWKguTZ9w3t0oOxmXYhALjTlBJDoSJjVTChHjgwQ0toEC1VhGifRGJjnOSHLEvcUYv7pk3wXXAUVmJmZ4xX95r4poisgQ9AFWAoNgXCGc5UhyQD64Ttrwod9VYTHl7OLkuRfFTC7O4By6Gj6MwAEhYMJxQBfDrhiBu0Lgx7/1awk7xDWiKs+JIogqla/4KfKhGzMiynGewmeLrbT2x9Tay1p5CreKlnEEw2CAiIWNaqiqGPyYbKONoPjNMkRztYRVEC+YKozbOAQwhBg3+i0d+IQCXZgI0xQripAvh4NzYKlaoyjOEewAcTty7qGmmWZDcqNVekMUTOmN8/Or84suw6HRYRR00t7Q82utp3CrCRNkxyjXjK0d2s8hPGNLB0mOyG2gxly0ZaM9n0NbR89PrmAbj64fXZy+5PLkxfPTi/PT5yY3/W4EDgIBE46DuAx2wgjcIQKf/LavIzIR+AldCk7EUQVXnYms/E2cf0wzYoTkXDXQ+BCRzGxU2O69KvJRVCNbM8oyHNE3gq4yGeRLVJ7YxppmZ3Sf3EanruLAORi997avMjpHsAqVMtUBIMiTahDwFzmHRoEFkIgAqYmRFOeQ0dURNIu5MtOccuixsMGhDIQe+cWKSeQ5zmPHKHowhTiAnosUo+mXUvBQV4znjknMtYhHjvZJDljIpZIcq9wGSzDQo9PTR9hWhuNCtOP0ufOzNzk/e+FNX/IOl9cvyOY19oVAUKYoCpmilxOEK4n8S6Km0toxKa8JqSzIc9xR0fVjRcCE41ivvOf9QBH4zLd/PdEOcqE4RBCIP+uJHIprijH8uZ+RQQX9iR0UJJrEF4YYE4xEHeOIAD5VmmiSVQ5DcVe0QG86858Mx1sE4zJwC7ZRffsCA/SxLj0qCUPnLHCB2eESUKQwPFMrBdyuPAeKCDdwDkZe2aaSw2FcRiIhoZI2siASX+H3U7R741z7Rln8gBcIZhpaHoVNGMqbkOAgKSWWQVLqWj9kz7oISQ4WU/TLsV2Sg1EkPKMju0s1KEhimLtYrk6eu7h+9Nzpm1xxU8v5m9Hv/PolV1ePrq4fMXfCf5IMXWXddau3iYLEvE71mFN5r0POt2MlVIfZkbJSX1KZ9bHgCBEw4TjCi+4pP1gEPvcHvp5v/QjkWiMgt6HgGiGVsMRBHI0Yo6CbYZjwl/KMnBEJGz5KaVQQabKFt7RAA7oZa7PAiArDYSHN5BnNOdWopvkA8/CV3fmzvZTpvqqEtAwiTx9Q34dz0DscX+AcNEWap2yLpiCMdIZG0X9R1dyV5tF2UfDP+1POgm1wDi15DAUhlPMkDjgHBIAhYyHmCqrBBbq45ofoyV6cY0S/rqIyz9yANaicSQ7JpyQHuRF2clycvEQbQSJvdXZ+cXn1hsvTiXCwH1XMk7Wby/CBAfVBwGf4h05aWqrZNUTlItxmAljNE/9ofWs+MsSRFoYLkk0+HzUCJhxHffk9+YeEwOe9w+sjyOnvZQVZokmEPS2pRGRQhNYftcptEBEzXmfMIOzkkULK0mmRQy0lT7U8r2LTFGRSklQDnaxm/MnzQDVS2NuclzeFL0wNnIO+0zxWZqo7zgQAY54D1WyiwJT7m1bQ7/McAybqqL6K0XqFnUhgqBeEAGHu3ggaoVthYRtag5kWrgjciviPRBrY4cFwcXXEA9i6weIJ2RHYw9XpGUmOMCISSQaLS0w/khx6JlgkOdj8cX7JTo7r55RbeUlYwiU9ffT0+sXr60eXEJUzEiJiG2fXF8k89NEQe2DYzG0wRWw08pHJD9IkiWtoBrBaPdPBw8myEJ+iQjplPhuBEQETjhER143As4jA697x9UQ4ghB/+2qHwEQsknYgVOwUCWkhmeCWGXNxkI5/RMcWtYuFCJCMJpuhgWTkEZFXsZYjZXnuqcak27rs81ZdmnPRJ23OaUdvMPXpLlSWOAcN2ZSF7ZwDy+UANuEaxF6mTK/kHFHVxBmKhQ+SE9rAwXoKGzjIcFwE24hmDIn75OaK8Fh5DuxzEbnJRHtIT0lJwDOgHSyywD+U4eC1fruKJPFzc/S6pERmRHQkL2x6eHF5+uIpqypBO7A9rbBgSaPFKzHQ5NIvfMxFlYBHxGLGPFAM5kFyJqYSk6CfjAiAFVQh8OnoETDhOPqPgAF49hH4yT/o9cR74oaiPvEhYr6ijmrKZyTtYKJEBiIMR9KCjAwZsJN/0NQiVc9C1GP3kSQDPcWq6UyhqEbKo3F1ql4rUVdKbztBM56ep3xOOxb1MwC24bSXZbWfQ6DhcKLX5TmwgxAfiKva8gA4jadpBFGMUOBdJcrTiwsB/8vEBmc970uvYBtwDvRkUZYpZ9BWf9zguLqCOnA1yYbAOchhQDviXhW2bvCIjunXVTCATrANEhdsNdWSCpaViFCSI6aES2fKcrDD4/T8Sg9MF+0INxmc3Anm4aH5FBBhIjdy0pjBaZqVxlAhmpJ5yOUp4RG0IziHhDlqU44ePhmBCQETjgkJvxuBZxOBn/rOr8fxTDAk5+CsY0p1FO0glik5TkyamEcUUdR7dlLTFOSRREiVfh6lMwn0nkZKUtXiGYPOYLM6LhZ65ckvKeYovT/9cL2pnA76mk40tHlt5RwaQn0UgykwdDAEhGmjjRBcQWXEXAJ84IiCxiLvoFBft6jwdRsZDt3eysHFgClEMTmHmAJ041JbPXGbF++iHSysaH+okhykr+it3SE8zC0ePKrncESGg2zKc4x3SRolr6Y4BxeXg1SEnhN2/YgyCzRwCGU7Ti7j8fbKpDBN8RpxC014xRuQrGgH9nLGjXaEPhNonEOTakcIG96TzO9Hj4AJx9F/BAzAs4zAT3vn1/PVToRLqsFU+gLcguBKiFLKO8JCBt015hHBkoCKAgcFApgKUc1TxmzKqdO1jMU+6vfKYXJUlsFeab29pxfZUsrVVL17b9fNiAQgYQqp3BDIoZc4B8poamElqMacc5R9Yi+2FcxjHhToqL5iHrn9M9ZTKJPegGpc6L5V4ZuEI0eS6/ofa6IBtOt5HNpJisvBBSQmEaGbVmLLxyrJAUHhEk+bRpN26DYY8YE8XqI3zOES97CcnnP3LL/EQmJDe0lklQeWkhaJDIfSKkiCbCihk1kNJoRkTjsYQ+RK5kVTGucAhOyfw/tsBHoETDh6NFw2As8SAj8j2EZ63HMOJEk7FLhaUFQcIeooMhAa9CesQmNjHlKSZsQQFaSj9+gVITJq7RRWe4HKqd9Lix+UcC6ppnlhUJb/05FNa5Kpaf6e/Xra0eaOz4JAATLRo69mEfkMCps4Rw1Bd5EMnWWqXljjIBRTEPNgKYMNHLmeonRELLeEFboE2aAiN7mrVYizfTPSDfAMyEfyk7pFVqst7P9sd8ye8qhSfkJWO0aDi+gZHsxIKQyM5dRfwkRIsjw6fZEkB75mquOKrapsCiF9wVJLLLKIkzQ82iKLPhF01Q20sW8U5hMMQwmSUI6PDAkR6WgKIjH9fo6YpE9GYELAhGNCwu9G4JlC4Ge/a9u3keET3xc5B/KiHWjmflIRiwhtPfNAM6JKoBDUhJIiYmiGtJ1C1guWy9l3sU2RbeuBh8NR1opnzCVDl6ymtxl7oR2Z6kjQdBYQE+dITOi2xDlkTTxtPJTeiDE4UcipgWRjGzz1S2wjMhzPBdtg2WPKcOgOE4J4M6kasyP7oIWV+PVYFk4iyYHb7RZZbqKJzaE8e1SJCd0iG+spkAKxDW6yVfTXDdGsurzQOyuimd5pYQXt4Bzoadsqqzt0oJnOWlIRJI125ApL0A4NoARGLsqI0NBDVGPgHGFQyEbBJyPQEDDh8EfBCDx7CPycd309Tmd4iwggAsGRnCMLIWipDso97RCxULCNlEaUk3mgpigRIR0djhYxwvqcBITKtlPGt20aG9qGjv3QGd3pN2ceG4xJM/FRhLwt5wgjisM5SuQ1dAnyAHmKuI0EOpFn7bSIDRwspsDmlNuAbTwXzXRAmVULNk5oyUsHyCsvIYkWVtjSSYnsxWr3KEQkbpGNJ3OIi9QtstjWClrSDlEOXV09tbQ7REnkJySD5RX2cJxFbgNvleoIuoI2voecvIUcQ4ywUh1Ni1RH5DmEaHKOGId5NHy6YV00Ag0BEw5/FIzAM4bA//NurwtioT+3FRwmMpHTiEC24hkIk2qUvM02QpwSHhwd81CNoBXiaGn8g/IaBZkU9nzPgLqnMmrlQHapsLmdeWyyD0qyGbQDy4/JOWqUAF+240UErnIyD61sxDNGtZ7Sdm/ANniOF/NJn8hGkIzQfMU5iPN6CBguimjwLA6trVzEBtL57lE66DXtHuUqQzKUIoGmJCvgN9yU/Sh/Kbyo53QwUh0xNl31Gbh+BLch1RErNvGgDshZ/p6tjKw4h8Yg27PiHLQy+VxYkWm1rg8sqY+jR8CE4+g/AgbgmULg57/b69Lf+AMzQsfEOfo4EoxEiskzKAy0IwKNol7Go555oKzWClQZGmVMRzRVW8ru/tzPBes1XjEPhEU+1h1ccCbnoslOqQ7IgSxEMkczUsDkTWFS0E3Try5kBgjt0WllX+mC6IhcL5WlwktUQ+mNkLf1FP2Gq9jGc/oxt+iqgfUU0OgizhGbLyTkQaCX1xfPRfZDaQztHuUx55iFQfS7R8l4QCqgKW3HKBRBzwrT6giLLrFas8A5GP6RfI9DsASW+jBgScwSzqH1F3ZqIAQVIYLyJs4h0tusMbHKlUwivxuBRMCEw58EI/DMIPAL3u11CmbTt3tyDgWO4By8J6vI+STVQJKFFKZCNaVQ5yn8NOaBqUnC+4p8RAeiajGAlYU7LQUTWFmcfImoN4mLfFSsm1rG9yQKYhthKGkHU8hUxxTv1YtomX+aSzNKFFI/6QW0I603thHIgSfqaHKmnC+q8ARRBFIWxHA6sIeD5RYIByE5PJExBWgGjQHJHChroUeUMyqNubCCFW08zbUV/eiKHimGULtHtS2EbmIijWdMGQ6YR17FuEFHDk5Zqhd1e64az3giB56xvJLTwg3+S87RZqrpsgITv/eS5baNdJXPCED0qeyTHCH0yQisIWDCsQaHK0bgYBH4he/+ui74tb8oe85BgCLUKepEbMmJpIQyhTrmtINGRROOSY0QqYiXRwShqRLv1bQmvWVlbiwyBStrxT8m79RUvYp5rDrMSgRRhfSYVMGIhZ5zMPfgFm2pIChAgDlxDukXQAEVOnqF7SyDMwVc0k4OzmIK7NU40e4NshBKb0AfIsmBN7mFlYiv6UQ+Iq4f6Q3YwjlP6YiFFbT0uyps8CAXkbfIksmYdo+SeFFW4zL2c+gWFD0NLDdzaLqRN9GzSHWQwGBth5+tb5wDTW6LVUt4wDZS6dEdFnTN3bP4nUAvcw7tIV1bWJG6DyOwCQETjk3IWG4EDgiBz3/564gEGTUjKCqk5V/2PefAY8krFMcMkmr0JCMnNkiyGnFnmjiV6ajMRwoq/zG1b3xfsZaNKgp286OfRPGPYh7oV69ec24nJQUXbEAA9hyCgB12ZbDJN3KO3r4YRtTFMLQCIfBBmx2drEZoX6d+JFZ3kpKFUG4DnnHBksq5CjwtAz9IPnD9YnkDU5oIqxbc9PoSLYvkwgqUhbL2dnDDS5ipW2RJbzAKg/Gb9do92i2s8DR0UQ2mo2wUw+n2lXQ+uMaKc6xwDA+Sc3B9ITvcBNNzDkiMqFTzMgaI1ZOJcwjjluRo+PVouWwESKz5MAJG4LAR+IKXv5ZIqC/7WEynMOcczIA/NokFERM0H6KUqtPUttMOtFIhO06duvcyFLKBf3R6jQaVBH/2PAZq0vdTjIujmAe1Ih+9ZtObvWEh4+2KtE0wqmk/zhGDNtM5L6HdDV+TTWG0Xp+xTTNXUnSLyjmcQy80xCPISjE4qQwdEJ+T58hgaIFEP4ui53Ipp6HfVbu8fu4ifl1FTwPTLbJ0bD+wwgPOoQFI1xdW4AvYYyDe4Dy4ADcBhOQabCeJMXNtBTJCC88mE+vR7bLTXhY4B/tJcj8H5mkszpE+hxGfjMBeCJhw7AWTlYzA00Lgl77Haxk6g6MCWHzN6w9Qrbevgig6meqQn9GaEU3V7shAqDgk/a4hCErWS55qCFHvdVXt65OZZAwZ1yfZxvdMz/TNg82ef9Ro4XjrVOSjmEdvbSinBbrj3u04BwaHiafNtp4SECEBPYbgzKZR7eFgA4dCObkI7RhtbAPawWwVvpXkwDId9fYcnDE4B+SBDR/6eVcxCe3kiMdyrN0iy67S6dmj9NVmjmlhhRkqt4Ht+ExAR+AJSOQITwDTVg56XMQGDkblx940eBz6aWF+S5YyKDELzhCT3EMKc9FKS3AO5U+mzRy5sAI5ajb8ZgQ2IGDCsQEYi43AASDwy97jtRnDCEzJMTJORQRpnINYoWp4m5xDgVD/S84x5w1JKVKe5VBcU6ZSTWWh1IZCxquBMYw6FdSiIX0bdHIWKeytRVCWOKbVOpW9Yh6tYektSQndEy5UGmlLWDPeV+CnEHLUFHS7JZjeNjq0csZslDmpnLiRDyDHwCaMU1IKWkyZ0huZ5NAKDKNy2ylRnE7qKCfxDxSQ8Uiv5+KxHHmvLD+xwo+kDLfI1u7RKLA+kwsrTI18hjasslaEH3KJfaYaBZIBp4h8BtOSD5CTc/0wC8V2kD6BddCGI5p9JkdgGPlBE8/Q09DDS5WzmzqlcLLjdyMwIGDCMQDiqhE4FAR+ebANogWxoIW94BgEDgKTvu8zSESQyvCA64QWzrW8Is0MmdO00mAEIYmKTGSYnLRWciR9k6JvKUUhDa7LWk2uTEfEu6nSvReZQMYs+qP4R/XtlcuNfpS++wSPZElKiOglXAGoSJ8gazNHKWhQrVKRJhAa6UM5QBV5kA0KjfOERLPQhg0pKG4Tr/WwL5ZRoB3JNjLbgVssZXC/LZs14iC9IU8YjMUTUhbc1xpJjtw9Gps5oBS0y09epD/iUenKNvBh4IUEYpF3rJCZyP2kF9NmDmgF04kpcl8Kd57oYHOI3oarqCmzsAJp0W/Zy0sxpPio0aLpajMHjy0LaGNFR1Z0tG0cWfHZCHQImHB0YLhoBA4GgS98j9coIkaYy1iQUZ8wo9hXnEPf7y0QhH6bQPxxG6EzTjRxFLdoShFlJrNNltVSmPcaFOb8gy7FAGLw3pjK1ZoN8r87KqIjS7cpzJkHwtJcN9DZimK1CsYYLEMu1UIs8UQzN3Nkl9BnmMY55MZEO/oxUFbHvBBRxprSG2IbJBNIEGiLqJIP2rrBmd9wU8JDRpiYfsY17DEfuIAuMCslUBM9hDS2aUy7R9nDoaduxC2y3e5Rsg3QDuUwtG8UJtDuWME47AmXmQHsR/Rn2swBiYqxkeoxY7m2QiaFH7IPTsFFliG8jMefo8xyDU8mBb+2VxROJNP6b0pyeKNo/7FweQkBE44lVCwzAk8VgS98z9coiCmNoWXzKKaAqEHYW+YcuJyRK8Nzco7WNwkKlYia88kljegZyUAsskuvkJJBLRVinHEQAlse89ZqQiEoQdMsSpHzQlrMo9cstdZteitTqZBQREelErKqwBvgoCxYFZcV9NPJ4hz0IhIPkxWvUMjVoY7qqxeWKOtMrCd9QH6Au2EzvaEMx4WeCMaL8cg5KLsRNqgCX55hG5T1QykoxO7RR9f6zfpYUuEW2Uhy4Gf7gRX0+OV6+pIWoR+2uWOFeWlhJdItsbAiRhJEQjjmBlJKcaMsnOMKz5hk+pJTwlRMSG9YFULTwkogw4j815Ic09oKY0TCRv5EQbZ8GAEhYMLhz4EROCwEvug9M7cRX/2bOYec5u/oXFtRUaGKwEUkUFiJORHweCc4hbJO0hdlWYUVCacoUwEVhTp6YV8uhb5QCins7YQTK91uhNGZUhoYA3KmVkeRj1KrpqGQCokPTZqvoLsB54i+SnWU5WIbuZ6CQUZh+nkGebENzhAOIrVeynOcnAfbIMkx+RTLE7GPky9jhuFqcaMK50dXJ8/Fwgq7Rx/Fb7/xo27n7OQgk6BkQr4wfHGqH1jRjlFpMSs9FDXG1oVmfEnO2HmqTwO92FXCzEGS5AsnNpBKHgsrfDqYIx+Q2ORBO//htD5OIVwtrMRHryU5EhSmPqEzXOrCzIVjR8CE49g/AZ7/QSHwq97rNQQt4kQjDXx1q7yY5yAGQBz05a47BzZwDrUqlZ7xrTGLDNuM0kcGokVWFX6i1NOFsNOgkntdz0GtKcVbr5byUu4MqGWKVaNL2WvyPmJjihQj21HMYxLovVopp8IU4jWEJruZc6h75DkoTMoaWsmL9SPrabmVowujM3ctqYhwEM3j/hSlN2JJJSWY4sI+Yi1ksksVgOAP0AeSIpds+9CWTX69TberPOLn6iPPEc8B45rGS7kN1Ll7Vds7dD+JOsXSSqzbwArigyLuoDSFSES3mYNkTG3moBz3r/Sz1KdRmzm0mMJMprtk9ZkShtMKC55zrGc15nCtg+fa0SFgwnF0l9wTPlgEYBvpG7GKr3OClr7F+fbfyjlEOohtEbEJMzqinBE3Yy2cA3HSjogT0moKG2iHFKbAUyxB3To5Zfk5qUWjJFuOTcq9jTJQwpWkRMxykuZEtg0abQkFWAV12MY5aMN2cg4KjKlzDJ2DDgwDB2jkxeyAWuVIdUiN9RS+ZWkIkgFfUAHm0eCPTaNsDqUL/p1fqpWtHty6wq+unJPkYN8o+zX0rFLs6EbZc1ZY1pIcym2Q/GCPaf7MSiym5H5STIZLGkwrIrCN+IUX6AEDS3LNg0fRYnD9uhyZFmU4Zps5NK3IfIj+0EmsBngAg7QJtnXNg3wgj7nUxo4tV8VNx4eACcfxXXPP+CAR+JL3brmN9I4veMXym3AOvv5TnzhXMbVZCKNFO6hlBFUXgmJEjHgPvThJYSqkTqqtNKJUTdU6lwxd+uqicnmCD3nMJcgz6lNgFvOjWksBKDgUXTt8NuU5FHgVrbWfI/rpRKnM4hIvFFLSzqFKRiqaeAhHPKhTT88gdxCphHMeLM7WUWUq0FXInnZsXvMQjqsLrXKLbaDMYglJDjqyyHJ28ghrcQNr7OTgh9zINvBAMP2oKyxEO0aVfCARwWbVSnKwIzR3cuC5chRLCyvQ0PBM02XvB+d8MgcfQORUISBawAkDpGRgKrl7dJbk8I6NuPw+bUbAhGMzNm4xAveFwJe+92sIUfrKD56Rw2a5MYZo3rK2knkOEYhZTEXCQSTJg+CUqQ5VMRsBm7E4oDjxHpFVglUhy6lGeTGNUa2lMJfQtOko5TKezqAPMnnMJciLBExa43sp9PhIKVhFzzmQoYyaunScI2oNnN46cjQ5KzLzFgXqLc8RddIRIhAiCHlzCgVxDhqDD0RiAW7BQscFlCGpiTiKchvqqyRCLM3kOZIcj85gD/y2CgPxIu0AMWpJDt1OK56B+7Tl7lESYLKECN82LKzgDG7lCkw+maMBIGP05qXPh3pjuZIcUYitozRGJk1gmHzow+BjQCC/iwahq0bACNwfAr/mfT5Pqe4W/fW9XkeW27/SFs9WmqmYOgoEGfyIDBH2FAgjFja1MqrQqCgl/RCmJkVMTdamptBpal05NVO5M7wqzhVKsqVX9i/NMocD+ZpL0reSV6G69B2ZKUfiQyHxiYIa+D+hTrWUcCaNUWUKWZbypNeyHJOTaUQgxw6MGIYrEUkLzro5llcGcSJ7SDhrd0XoJC/hrE2mvKSppQxUeKWfLKzoDllecctLrONgMrZg6IwczeAqbagyAy/RxHN8GdaoQWkku6ghtf9Ee0/kk4gPr+xUXuBMyORS+kUpZ58gBVg+GYEJgfpwTAK/GwEjcI8I/Lr3+bwc7RacI7/jObdooD9fG+3AZh870UlJ/w9eETHCUrZmEJJaxBYKZb/KFKrcbLa4lS0L57RWNlNjUTjvXGrV1Ls0F1Zr+lYKFLJJhRYiV/ikcpIGyoUbmtmRc3GOstMkTF9aMquzTgEg1yJVOStkZ94CnhF5DiamzRzsy6A3axYoRfJDJCOESHBI1cAXUjARDkiMXohlMq+gzq2shIg6cebFkYxFLsQ2DtzGdpRz1NwO0jgEY4crUA3M59g06ZllYRUJ3UVOREHkPPVWyLKG1BFjZ9FnIzAhoE+MDyNgBJ4KAr/+fV7NuPWP8EacgxQ8ffN7Pc9Eg5AscA7Fr0m5hpO2omOz00xVPI4IkzrVNwupSVNfzeiU5+w1Py/qlHCuX5K5Tj90qfWFUshCNlFuhSglFAkOcoXimNRKHmrZS3E1FNDJQsqzSwg5RcRuyLCMQc4ioM8J0J0CF5xQrYA+xfTWmvL4QKhXjR3lFCCLF5syIZeohEmVRR/14FGogehIJjlYtonx5FgbJGhH8AVxkRyH+eae1MhzSIy6Uist5RLVpDyyhE2RDt6DuqSkox1q8mEEFhDIf1kLDRYZASPwRBH4svcV28icRP073JdzxFf6npwjja/iV0a0bm6KVVtpB2EpXI0gEx0VbeKVZoZqxrbslQrz81xnLtmnVw09FIa+5e2qQCmg4KzIHR2Sc6zJo6F6Fe2QJOJ96xjdNYUo7Dj10ESeYNRP04HIqj0IiarKicQrclpx+TRuOhnkQxV6R14i+EfsQEUhJOwepRCpCVETFTgmBoQp2qmS57gIM9UUDk1TnAwECtMEJiCnut+NQIfAXv86On0XjYARuAMEGtuIYHVTztH+0UbfLZwDsxm2cDe7UOXgFO8S9v/+t9AOWYjIo/6dhSqnwXm1BahqVu/xmOvMJWOfyR80Nx1lJAuphnr2aOd4K3AmYeK0Aq1gRKFe/bjZoZypQtPpPei7ZTmfYDGXdxKRjA1HY6jhOmUuoryNKytXgwAxfrS3iyh3pomka7lik72SbbCkEhiL2CBpZpSu4RXkRLtYV4fIR8NmJXTJCAwIbP4gD4quGgEjcEcI/Mb3fXX9w8tYdSPOgRete4SRRc7B1z9Hmm3hMIOQwkU2TUFItdWxiXY0IxFwUhsz+eqrZWhozUiVXpXOUJjrzCVDF6qlMxQGzWxNYQDQpl/grDURUqOeODfEUjTZRcgLhdTtG3WzTwT+pku9bryRqD3dKx4/Hk2pAPPgxd1EvLhPhlfIUzwNu/E9r3U2B/PIq6Oto1zTWGoJshAfA+VppiSHJiKdxd2ja0mOnHF8BIBTKRDNXl3r47xyT8Il+UrDpeNDYOGDcnwgeMZG4P4Q+E2veDVf0hz1by+r+3MOvuxX3Vt5bT9HyBRdOHrOUb1yxGiVDp6UM6or/IyLLAjp1TyfYk7oZmDLYiunA/NWJBn407fWZ/aWOr14Lulb9y+XnfSwneMNBKYL0exlayLTmgKBwqHGLfQKH5ogDKujUQo4BDe+cg/p5erFTad6gAaPHI2fqkcBisGjOPi9FDRlJMgHhSAkNNKDR5fHk9kZJd1EqRXKGZgo81153oGPnASF0NAiSyQuUEQZYVxDzmEuDExJDqU61pMcqmZuQ72j3HhGebHCwCUj4I+FPwNG4P4Q+M2v0L4NjvZ1npWpuifnoBNxQOfs3sorzoE4ZE2tOEc/KOWsotmUy2Ca1SjbaIccCOZRXpSpdGBLtfrmRNLCcE7jvcJcMnTZs5o2c9btHG/gucIkStmaOGdTDVGaJaGQJEM8IXkAzOBSv8GmBnEIeMbV6Yv8UNrlyaNHvE4vH6nK77ByzvKLNPEKzgERofoiZR57oR9H0wubYh5sumkvnqrSk5t64Eo6hvOaV7wSQMox08YRmAivaMokhyhD3K6St8iukhxxwSfd6dPXT99lI7AdAT/4azs+bjUCd4ZAsg2+7vNPX765iRN89WeEyGrIlImehPqJsexCSCCS1ZHVphka/EWbPy2LDop9r+QcyvRPg6LDEDIdYTKVKdfQaogD2sF7PSusnEeYcQ5P8kj3slaeLlbVt3VqrKif2tTS3gf7SOeSoUtWS43qYJ8mJDnrdg5k0JwuhEprP/A2wVVjgdWmg9nJPExDhIPshRjG6Rtf5JZWujB4Q5p3LppIRjAPkY9HJ298BP+4Dqpx/ejq+sWr6xc4X19DVPTSb7XxE27KiXCOX1ThZ2V58VGhiv1Ke5R7wR1pbRxRl54HeKEJ1cjngPGQMB5wDsVkIQQ7wTniGgEVpsljsAjDjGnkPwp6ijnKeuooVpP8+OdhC3EXlhAw4VhCxTIjcNcI/JZXfm4EOcWDjHAqTOGfAFDVkN2ec2Bn/ov2EkYATM5BdYnrIBYPyDiaLkkUx0A7kKGZfEXlKTRRztCuecYRLZpyX6WckmylWuQguzft9bfU6RUWe5Ww773YNzCJiUzTIfoqGMc1oDsEbeAcvc0s19SymrjFr8rrN+OVkyBd8cKj0xcenVw8Oj17gd+Yz8eMSh+2Qc5DjCSoBjq8YBsvXJ684UU4B1TjBKrxwvX1iydXLyoJAuF49OhMP1l/pQeN0vvRlXiGiA2MQRs/xBB7lMrDKnCJ2dWhD4OWXfTrstwLiy8QCObLmZ9teaTW/IEVPeMc7kQ1LpSmqLQIzATS0pEMhGFTDvgwAnMETDjmmFhiBO4YAdhGWiRs59+gfPW3SByxjS/yPsCH7Jacg4Eq1cEQNRARN+Ir3EBxJ2NqcQuqHK0tfKsmNUxH0Q4E0WM1CyRz2jGoVVXK/D8ZqSqFOTOQXncUn+hjagk7xRWJQZjKg3GqgYmcWQEV10KAEGMF1BrnkKkYI/Hph8tRAOFRRH1+4eSSX0J5JNJwSrrijS/KIdZCHl2EZzEAw8M2WDrRqoo2dlxHeuPkBQrqyOvqjRCOk8s3im1cvnAG23j06PzR5dkLnK/OeDEQP1//iOGSdijPISeTf5SHOSNcaCAwtS7J0cjHlOSIT6kSGHGZtMGUHSWiGME5YCZhhkY9fR2k8ndVVmO1jiVwwQgIARMOfw6MwJNF4Le98nO6wMpX9cg5cni+tgkSyQOQ3C3nwCDBgSgR8VVBRAEmxqCcQ2vQSdJHX+Q9GZJ+hKFiTkgiLKm7ylHJqEaVETmiRYXULMmm6tBdPWfHFp1qqk4pSWcoZ4HWLOd85WQgUNcCd/Gw5xzqUka7AmrYJAkQBcJ/LKSQinjjydn3XV6/5EUsw1zEKvTsT+2/jA7QkyAc/Bqb1lD0UmLjjUpsXEE44BkvkNs45QXVePEFUY0XL+EZ55xfhHBcQ2b47XrlOYJ2iG0k48ETrjLXjkIeTJBXTXl7kgO2gTrcIn7RTVQj8xwywALL2qpKmBdMYFO/oiI4fRiBHgETjh4Nl43AHSMQbKOlHMr0wDkqzFecy5gdsU9/P/bxnm9x4kcfMjGb1aaZ3/PaHdK2dGS8GTqm8aII9OVIxkMBByYzkg8+SKRBZXg77Qg1KVeA780i316dd5et2cH09zwKtyrQMcvYYD6y1HGOqIW8y3PUWDUsuAmiYCeUeYkHXMMMzh+94ez8e69Oz9gTCtvg5+ZhGyypRFdQZkjdscKKiWgHGzVOIBmPoBrKamjHxotkNdix0agGyyjJM3QmsSGSoTO2I8PRqIZ8iCwLBQbhPBxtyrEEgue5k2NIcuRODmgHPIM1l0hpqB+m6JdnraroU8DnCDOiGiEpzoHAhxFYIWDCscLCJSNwtwj89ld+Dl/M+kJWQFL4L/u34BxTyJMVbGbM6AwqxqyYQSgV50CNLtWRKsrJOSgPjKeXZBckWOZYCl2a35OgHZhN6ChkgMbnxz/KVA9glmuyCYjAnDASenUBOsfSyeqojRSsbugW19MXLs/e8OLFS99wfvY9EAuYwtXp912evIQIHqsQGGl0QGRBN6FwfkE7IrRX4wX9xrz2auicWY1z3eByxTIK5yAZJ6es1SiroT0cojjYi62jukxJZnAvL1leIKaJPBHIcjAF7eHInRxJHLSSEjs5KNA9chtsUWX+q62juaoikqFHnqOutRVtI1njHADjwwisEDDhWGHhkhG4QwRgG2mtotFg/D45B0OnG+XMFGIVw/WnbYQGRaPwkjBTkmhpsb9aN80lBwqbUikjqsx4Q2+Z1qE6l2SkvCvagZ0EQZ6Fb2kZN4JeKDZzMAUKk1CRWEK1rB2IM7SLbZySpzh9w9XZ9714fvF9L2Hzw0tfeHTx0qvTi6uz86t6RGcQDt0hq42lkAZuEWGXBusjl5xFMrgJhaUTJTBEV2KjRqQ0yIa0fAZpERZTYusGDhDtk1iE43Jv7mcJc+5BFnTRM8nBMzmSauALCSzksYyiTaOZ6ohVI4mhFyygRNpD8xaHCs7R9pBGVR74MAIdAiYcHRguGoE7QuAr3u+zI1CtfeEPSQ6G2pNzpFN8zQcPICLILP8TV/qQGQY35jmqS/rU951CaguusjP9ZZzhNvtyzkhWrUjqYC6UM+BRqFFUjkpEaqnjM0fxhl4TeVYp5FglqWp27y1Qnh+lVk01YkoSujz3EgbChxxuwryRD9Qyz1E2s6CpASIrKfzhf87uC3IPJ2+4PPv/PXoOrsLCyktfuDw/u7qAbShLoOuHMiSDS4kC2QPuN4FwsAMUAJNhcG7LJd3+DLGZyGREqz4P2igajyfFYE6Qc86dMwMxhaymqzl0KeA5VycyGaskh3xqiQtt4NCnTp3ppA9sktNaVVGDbo5Vl4AhPgc5mM9GYB0BE451PFwzAo+NwO94/89OG5WDz295hFs4x9RlFduQZLwvQjDFv8flHLIcMY8YklGqhiiGwVgcQXFUSLrQTaS16q077op2YDKC3EbagULF0TmT6DxaFVO/V87pFwipmnPU6AFKYh615swi58iojHFxjpOTF05P/u8l7OHkjZenL310cXF6dcHv0pNHUKAmLusgrIMq57y7BKqhm2ljRSY3gcraRC/irte2XsNYORBnyjSFnbAJhQlGQOqCF79Kz6aRHLDgqotIB8qV5MAUukpy8Ch0sYdKcoiTBPPQfo58oRsT5SPatnFoeH160ipnjHkzh1DxUQiYcBQULhiBO0Ag2UbFsP05R4WBDPl8WxMAOLJahCDlg9kaLieQ1bKgqKL0eNtEshooIlHGIUJXxgreGZEjGUYZSTfkT4yRMZNWjvQziu00px0txsZ0UErjFGr07NkbX5TMFcpI6vfnVE5JObCM1US8spWOqb+6FtMFKDv9QBKKOmjPR7AEQq32VbAR4oXr05dw3+rpOYQDuDDTw5tsQx21x1MvqEbsAJ1ubQ3+AcI0QWWkEwwjlPVQsaQaV7nSEz4xBAse3AfzHJ+SRFg5jNXB7HgxU+gINrGAS1oxgTmwspOsSJ+H+CQoHQPPSKqBQfrphblcVRGrYJWI9RQJ23k1mEtGoEPAhKMDw0Uj8HgIfOX7f3bFqgxd2BvIAZKK/cNo1XcV50Ijq1PI0/c6UafMppEarq+mpiRhmnEpavdfBdSpUN1rlBwU/TKibujLRtpTgaMUslrnnnZE1xbFUehNyUI0E0TzGJSlHw1Te6siK0l2rHPqV5VCb6EmmwpZLWEWSr9wyAJyBiUUV4hXuinmQ/jn2Z36o57LE9eYpMXF9ckbeI6Wojc+aNdDHcyXsA6eySfiLJ6BnZTMGYbk7NuAGMSFwADrKQlCuy4ahbtur89JT0ATYB6oqiCywuj97PAkq32Sg+4Shh12gQbV0NbRcJwW7GJVWkkvGs9QnmOVz6D3pktT03fhCBEw4TjCi+4pPxEEYBtply/j/LbNb3OERQ5WTVO+IbtobbzbmVH+DbG82EAbSFFP3/3DcJPNiDER/iSZ9JLuTLUSt9gTivqjV4UYjwJucBB1OEoojRo6yqkQxdWppoao76Jq1DNSUgUujv1phyyoh44KbyVJ+XDOVpTr0qTCpir6DduYfs2dXgTdnnPkZOAKHJzYCopNnvvFfg7Qww7ViNM5YONtwTkavaAhGYa6J+2IAcQ/VBVOZDKSYSBRbkKUpbyQZTzU/SbkV2KnCESHPRfI6Ztzp1yTpZBVXW8RByU52GeCMlcNytJtHVV77ueoVZW860rTCttKeOiBpHG7Skc+NIYPIxAImHD4g2AE7gCB3/kBn8X3LuE/bfHGtzZHfbnflHOEtbCwHuqScxQRSbPz4WLwNnopKy6EWzfiHJhKTlB28K2Ek0lJSkGV7uhTHYijd8NH1c4a1YyCBNQ8BmXpR8PUvqbWKvGWar2EcvaiiUJdmtIZJKlGa16Lml3Jq6MsR54Ds/CDVIB+Je2gNSc1TC3nyJleQSCEcy6OJMmgjBGESmmIWZA+aSQDBUo5nSnHIXdgCfJWGQalJWQ5jJPDyCPR1lySVE44LCY5oCAhR13pkrxXBYNiNbGZo7ZxQG8yv5G3q7TB/GYE1hEw4VjHwzUjcHMEYBvZqVgF1QpLFcaqtZqGofpkgCx0CQZ9y0/Ve+Mc+DBPdeBJHp0/EmTwIzRxlE7U2mlOO7JLNpe1rBZorTXe1vRnktTs9XtJydNIXoJ+lCyXJAsZpulS7mUhu/dJDuw3AqDLHGhk2iDGo1d/JFMApdRM6hAcQh0rmSEW0vGMiX+oN9s5EuSebcQQrG2wnZOOrM6wyWNt4HRDIvhCjM40OThjlFaSG+0cM4ZkZJKDn1bB5qRL12QX7ebYqYqCV1LiIvi0AQETjg3AWGwE9kPgd3/AZ/EFnN/+9ChW0feuMDa0ZqZhXVNrK3yzR5yKb/0shRINGauySz8ukurVG6Sco6+UJ73Kc6DDIJO4/TlOqOPISKTCNDR2OHK+JZTC5DPl1VjSXTt6UkUXjpqfpk11qmcsTDfUEENwntpXEpU2HDkEjdWr/MxCXRp0GlCx3aGqFKrLlnmVfdhD6ROA2wejmjVBVfifJop6iR9IKnrBWts6z0BS+YzkGUEySH40O1jLg3Ef6efWrtilqg2gbLegc1ibVDQXDp2DHeSMcuJKZrDngx7xc25cDvEPrrzmo32jkdWA6PApRpiW0ppSIe0JHBLooKNyIj6MQIeACUcHhotG4IYI/J4P+Mz89u5DUbEKfVFvMFhNc86RPUqBL3ZiRtnPavGAlA8j9kG0H7+MEAvSsxo9BZw50ucyUmPl0GmwTGXcUbRMIKp76BUPy155nqc6kBdQvUHkuMGxnXZIY3bkXErcT41yDpeFminKfTn7rpQDCITTJVj5XKNkoeYCixgQSKA4o5Mkg0JU26JJcA64iAhIpTRYSUELU0U11F391syf8xNreh46my3ogAVNujSYGvUEX/Jr3cnCjpBcbaEVc0wtkxzaLrq+dZR516pKv40jciWr7aKYCDqytod0wMfVo0WAT6YPI2AEboNAsA2+xPny19H/W+JLN4X6yo+Dr+88FpomC5Pm2LfJm4H2VuNmvcw25Wm4obpyclKAczQL+TbxBmorn0tn6qXWSZ/3ZAkp6FTWdDp1FSvyzXsh6Q2GcmqtzozSD7RqiNKmpupVClmomaadqlah9PtZo9z/oU81OEE7k5ZoqyTwgkhN6AldurtVDzHnJeVgFayhsF2UVnVRPoOdoVKIrRt61jnc4pEIh8xIQa80hj4S8TFe+lGWmEDwkpyKLkHOAkh7zCkzKZry3Aoxo9BkC6gughIbqRPXJHBAt71gHlGWSm4abaP6zQgsIeAMxxIqlhmBXQgk2xi0+HKvPyhhAPknJt/RGQb4blZk0Hf62DTamW5aSTlf5/z1yZH2q5p/lNagaXY+XBqp0UtfoSY9S43uXC3VK8dChdE5en+yX3klnc7warjU684Z//hTu1mIt/KoH4gWPOFIAENRp9ZzGq6qqZBdSrn6osYoea7WKuSUa+JZSK9qjlWoXn0hwckz8uxLuiLLvFGMHIemQ1lnfXKU1ZAgdommBN0gMWIbTWfCAAkGJ26hMuGfKmsbGihsqhRHIcPlyIMOgb9uxKWVafJCHwXSG7QiJAUCnQkyIWG/qjKZ8bsRuAEC9fG7QR+rGoEjR+D3fuBnZjhMHOKLukGy+C9q9XU/lcaERASJOaqTegvzpdCPjnAYtHoRQvqjqoP+PMmx2KufZjnQmyoh3fuR0enVeuOU+z+7h46q9oakrNf8QDaI52q9JJX7c9/al3Os3n7NZRgxNYn0HO1MQSSJ5RIJiOLJMCADFDJHIUnwBjRQi7xIKiNOtqHERtNphcyY0NqsTrRDQ0cZuY70MKdDGc91Dgx5ZIiuC7e/wiMmYeootxFZjaQalGPKNLZVFVnWTqPoF3fDkt6IXIi2kcbIPhmBBQT84VgAxSIjsAUB2Ea29rGwD8b1j2pgFYs2+c7Oo6J+q84WZSa1pp9vNW4OWiOW2TXtiCtrkkmvRp8ELValcgXgGg55Tb/m2wtVjlda4NyrlTALOzlHjTXpL9OOMlsOl2TeMWfan4deVa2CZpQd1gqTaH2wjPlJNSjrJW6h00Q7Wh4CipBNMBJKaCZpEEER52iSSIUgQZwK0d4G1bJLNpUXvVuUE2T850LwopAKnNnGEQpCNeVIknYgyVUVziqE9SjXM85rwFaIEVJxbHL9yBHY8iVw5Mh4+kZgAYHf94GfsRh0Ue3l9e9qzgBW0WsDpahRxzC8/h3evvvXx5Ubk9m0U8OV2Sav+mT2SXAOBpnMa7yCpQavApPt50uvviNqNd+uyzLt6Kes8Dm9+o5VluWoDMP1RlK5V6iJ9MLeZpZhG1lItjEJG88IkiHqEIUgGqGBZMptqJC9+nMo9IJVORZDVlVKiVtOhzOeJyBZUJ4jkhVU1VoKUWV2SDgHhOo7cY5U1EDRtKquxnaqY4WFSw0BPkI+jIAR2AsB2Ebq9dwiv9Dn8rJYDKCCE1/PTX8gB0vRBc1JfQoek+l+aGTDP+bqVcNlv6qu9CfV7ZxjGhZ/VlGwfFhZm0Jap1/F0clVQ5R6zoFg8qtpZaScdZkiZcbLrk/5ll36aoLQ6TarBU7Wq1oFupSdKqA8N9Usdm9bchtwjkpvdD1UBGuRklhM6ZpanmMgH0EYVlp4iGM4T4ELxCsk7JoRvVNiI+Tn8UvzqYlyqI2rKqrHLGmHdjAGhShPV547Y0O+Gt4lI7COwPRZWZe6ZgSMwIDAH3hVYxspXwy6fZcb/dPS93ccFfJbdWIkpTCp5Xs7984gmlOcNe2IQClZOTkNUA5MglUMqaCrIXZxjnBjNWxZQ7QadNW+Km3nHOgp8O1xLKohLHlOJ43155pmFWq0fuR+FhGMS2utsKJma+IdlVgsoWvu0lgpD4smq4auFGwg6EJMtqZGgbknt2BqvEQ7dCl1CJnJSDQFQcFMyGMNBYlsTGyDT1nr0YylHSytchtlcjLt9+NGoP9Xc9xIePZGYDMCyTaGCLQYdHth/euaM4AyVU2bB19rqXiZ0qE6HzHVarg1W3tXKm70dvqZlqVyICW9e2WEpkGtumdhzjn6vugoCg6idRN961yxb5W16DtXS5M15SqoS6fdFdWjb0oLNz9vYylDSqM3zl0qfbXKeAikOMYlUzleIZRc2zW0jUOF2LohQJT8CGR0znKcYRvquEpyRC1GivYa0wUjsIDA8gd0QdEiI3CsCPS5jT7qbMJjMRJvUi4539x5VI6hVW+Y5Bj+SZfZyfw0ytSw0l9JWsCbBGtdFxHoo+zK4Fo/VXqDqG3RHDjH0DcNKxD2FkPaC2nM9izMdPVX/nCkoORVKLU0lVX87x2gaT6j2Qhl6ZaFTDBMDrR8w9wW2OC8QJ6IQJX5gPHi7tkmiQQFFgRd6KuLXnHnSVpQk6aSE8xJBe2QoFIa88LcMUuOGYH8/BwzAp67EdiGwP/7QZ/RBxVU+yDUc4tereT1D6wyGRWBys68aXBoiL79QGgO1epbZlNSw5VCScrJFp8VV0bOUW7TvTrWNBH2bqwMrsulVsNHoddcb2GUtW2k876pz7j9q4wMAzXlqbm8zbmkcn+eFPVe860CwrKQmlp7WD+oc6PHumzP2i16tX0V/aoHg6UheRIOR0GP3dBEREeU8OAi0iqFeBUgoawpBMAJslQiyaEewWfoSDlMxkpKCvecp9WODQF9VnwYASOwiABsI+VD4FgLPFNsRnNQG2wWA+Bre/tR8X5QGzoO/3or/M/kzUzv9mB5n+owenapQan20+996OVS22ewSWckWzfsPplZvdfog1crjSgVVlXoFcoIQuz01SYZRH3nPcqg12cysgcmu0WTHuBmsR8zvIIs5FMykkxEVuP0hN+sZ1LqzxoKqY5kbGIQMDxpXiRtiTJVmZK+CEW20DXdm8z0I0cH2V4XNh/9dtQILHxqjxoPT94ITAgU20gB37k3OioSb/k3VsGsuMieQwzODNUystNsObBycppmkZ5JUFZVqI6Ua6Yqd9orm+vy6MKpHb3aJFt7HzgHbd0ga5pV2a5QreltziWF/bmsUaj5UqjukvdK4dggWW+/aS3TCYruGdo39F8bM5SlWLOTz7E/A9f7icA8kHDKDRxYqdlRoCrCEgopbwa7faMaJTDIc7KQDU5abATGfy9GxAgYASHwVR/06X0cTVDyCzfL9cVNtdfsdVKzPxcD6IPWmsJUqXifgnnQbfJJP997T/qWTcP1OlvK1b0KKPcIbOlbTVuQWQuY1aErzKePJ70zne6aPP5q19JMvnq1neWaYBX6LnKg8yCqXb1TVVMoE7sxRa+pGkxiuVPXf1ac4roYQnIeJNPSRtNO2pG2NffwIXHGh9wcimr0j4WVRixiV2l0k6vNbdkMt9uMkbfhpD6VZQy1HERdfBiBAQF/OAZAXDUCYhuJwqb4na19HFrULOGWf2ZlpLjI9gsQsWBBpQ9+NG8asYYrE3NJReyB9FSXeaFmSlPvySY3pLZuZYtmKhI113uohpHBTl+ddylJqaW3CUIKq2kYrgeq18HzfsrZC4leXIh522BXU1AiIez0hmd6MdmM9BPnWNOZ0gwyl4ZkNkphXysmQTW4Y6URCyS8UOEKZp960rmEYTG3cTASVQznlaI1fYjedF+7gClcc84VI7D5e8nYGIEjRaDYRs6/D6VI8kt5OzT76GyxEAFiob2CZbbtOcqePAabaxFjYfwm6t3LYLZZVy292cHn3tSguWhzQKB0sFOvEm5SLoVh9JJnIVtrglWgtS8PM6KVjv2UB7M7q9Gdk+J6RHQKGiTOy4anwC/bWU699CTPLJqIFIgxtC2i8UAOURC9YidHjNiQnOQTsBODCMtyKSaip5tnIc54zbO/GCKFTeY3I1AI+JNRULhgBE7+vw/+tHmE3sI5+F6uY1BLeQnrX1rZr669kbJGYc8EQ1keRuxNUd453KCf1fKhui+qhf1VBmIehqvXlqbS2VLYSSO29M2muYV0Ka9CTnPnZNPUoEZ1yiwseBGtXIXVqsqC0n6iSnIQ+CeGoU/BxAPkF5NSZiKIgoZWa51Jb+iVEnUMNZCRWj3PK4zIRhoRL5HlOMs85ai2QmilzGcjsIxA+6wsN1pqBI4JAdhGTrc4Qc2+eENJthf4Pr7FMR930cietvf/t12MZ9Vl6xhbGxdcXpmdNQ6mtmhW1zljqKYqbNep1mH06p6FeWsBhULfitvzK6443QL5vFEjtFbepabzzkMsIpSm1MK8h9p7U9TbQBojqEYsrIRQaytY1Av+kRtLg3/kJg/17bt3lqEdvJJ24EyX1ZADPozAIgL7/ANf7GihEXhQCBTbyFltj/39F3qLANFtOy+pf2zbjWNpz+/s3g312tBt53A55Z3nRfObpr/Jmbmfg9lCaYs/xRi26NyiKecy+jPV+5n25flM6bHPLOYe0isSCi2LQLWSCmFzciV6FufIQsZ+WrILqvnC1bATxCI+JHkfbDuLZ0RqKrgRcwkf1JeOspDdgxRRFmmZhkj/a1yq0SPF6MWwreY3IyAE+Ez4MALHjsAfnHIbPRBDnN5OJvqOWdYXcxxbOk4q09+trcfqrVY0UrRnoN00Yg23GuC+Snf+RbMFii1NNd3SSUzqYpXCnlgNalT3ylTUMHsVhkHEA/KAakxsQ4KSixYENUiJZhdcgA+GeEZock7OIV6QPENyrarkC4OdXERDcpkVlaDM0CHLoWlZXeS+rGYfRiAQWH1EDIgROE4Ekm3wBXqjQ1/i08H3bh2bgn0pbC8MLGe7crU+0X/GA+nJQbsZlxc3KPTo0W2wtud0ijTcYOAbqg6O0Xv9Wq/M4fMwqWxDiJG40WMK2N02jtaqIE7rfLSV/SzVKsYm1VBovbApRiC7sV0jfx5WziirwUuOCfzcukFZWZDopUI/09GPro6ZgV7sM5HOgItHhMCe/7SPCBFP9agQWMxtFAJD+L81maiOd/XvbVO8Kc+3F/aMJduNVGtvrWZKK4HoSR9zzjGXbPJhf82y0M+0L89n2mL5DRHI0A37iO6cclkiC+MgaVtteunR5rmYgreyk83RSlmvJl/t7RXnSEYSOzmwQqfhIxoKyYfCbLiEpWQ2NWJCRO6j28xRsLlgBBoCw6fLuBiBI0JgYBvTV/S+CPQRoL7f+869Qi+nXFRm06Cb5IOd7dXH+ud9Jx50/t3Imf2Ve97Ql7uR9yrmxcrrOEx98eKW0UEZeRCGar/7QpAHmZ0PDW6MnjwgMRSrCBcyk0GRTEb8cpuYB02oUc0CZ3AII9EUFCSFUtiQu0Acyys5YAzmkxFYQsAfkSVULDsCBAa2kTPmW3U4ihlMCqs/EAfNqvZ/5ZfQhQGBgY3NkR/0t1SJqfnaorOladPQm+S9qUGHSQ2SVEa4z6pKb3mxLDsxQnEO1LIc464Gx5EYtJkRV0APoHKXRltPiYWVaOJzjk60inzkKxmGOnbeRFXtIa5HcXQaLhqBDQj0H6QNKhYbgQeHwB/+kE/dNCe+Svc/+NK9q4Mv98c/7tCfx3fmoVrYdKUWv0y5IvtfFOlGGOeNj8P6gsVqxSSBTRqQ504TNR05aHCIiT2kXE3iFpxjiJbbaM5jLhyuvEhaoGsQJrml/3wYgVshsPhv5FaW3MkIPCMIJNvgK3VPf/dMcvDVfA/H4HbGlXsY9/6HOJDvpi1Xtb/i8wsR4fzxYROB6PiEDFY12UaN0cklC9KigvIWsV0jC6IUIhAT54gm0nJIGKvcVnWaPO96dVXGyhdacadMqmsrifo12qPRfRiBQuBA/lGXPy4YgSeLQJ/bGIJ3DTx9r5bg9oXuO7rxm5v+kyNI3H74x+n5lIZ9HJcPp28F+0WX+FTwHyE6CosqG4X54SxugV6W+zPC+gyrMDEJyhpU1CESG3JAlzkkOk+twTxCU61So1FH05yqKdxwbl02tFp8jAjc9NvvGDHynB8MAj3byElt4hzDlIckx9A6r+6zjWOTzU3y+ShIrtdpwVBd7GLh4yBASJ4fg2yopj7C2sYxWEjaodyAYnwF90GLqpIKJe0Zxkra+IG0YkTRhchb5HaN2J+hnRz6SfpUgNHyr0A6QT6UBcl9HjFSUhBZC/7BOY+wiWXefRiBfRHwx2VfpKz3rCMwZxu3nlHPJ+or+NbWnlzHqw2mr9ZpygatJr7qgtyi5o2sLVp4SML550GheorTe840wr86BasYV1XKWM8/sNx/m6OjcUNYJEnsIblFpM0oSy18Qpnu0tSKSHNY3aNZ4ijEKGvrJaGrVRUvo+x5cY9Zrf+IHjMOnvsDR2AL21hMckzfrgcHy5VixC2Pm9CMHUNsMqXfJPXRIXDn37ADyWCoCXG98//EFjongi5E6kKsQgkMlKangQUFSeahqxoK6su/i7Qsm1HilPwjTK+lW0KiobPgsxFYRODO/zksjmKhEXiaCGxhG/u7lQnn7frd1/F2xWeydRPJ2HMym9Ite3a/c7WibtvnNbTeKJ2zPfwSnjOXgFrlD3ZNs5kcLM9ZSCYcynJ90RfbKM5RH9qQtPFTP5vaWWxDw5bNLI9Dxy/UpxXzj4am3yYE6nM4CfxuBB4WAvuwjcUkx4HAsHNFY+7nkGa43pUUqSC64gRTmN05evVdcGMyMm9CcmjbTdKffjpb3V+c025hbeOYMwwCOcE7or7OfDV3uznWVlUyxivwx6sblR7I1uiLMhlE/gj+WkNRISSR55ByvGobh5TDwhrnCJ1Qln2OnmdMqZBsYSyHlQaF3wYE/MkYAHH1QSGwD9vYNOH2zbqp+YnJd/KD+cgrojBvm0n6mDpr3EuwKRIPRGcvW09JaXt6Y9MEH9PZW3yi6NKH9kUHUqHUgnI00pAjctZr2r1ReQtlO0Q79MIyHRvJCHlKmoV468vhSfXAfhKVRQctNAINARMOfxQeLAKPwzZ2gsI39U6dJ6ewz9gDC9nZZaW/pLok2za/IYGxMr6h003tD2YgEPUamubVOduYpzeyV3o1ULSqVmHR+S4/IWPJA+bO3FyiuF/0YuqeZKDVklJILYhASoMRyFM8yZckQTKklttII/kheoJavCjQqmpMIE405bvk8mU6wlhU+vap1e9GYPVZMRZG4CEh8ETZxmECNcT4PZ2sqDnXr/WUPqD25b7vjdIb+7i6k6OUw0UgUjJUS21orYkMzqS8Wvvu/Xx7+WL5urN7V/F3xjPWmAet/Rd6chDxBnIbseyBG0k7ptwG1CGSHB29yLkkF6FcRlRO5jHNtpzxzbETJH7fgUD/+dyh6mYj8KwgcAu28TjbOO4qnNwU3i6irboOgX9YoNkUMlfRfTHSrsyvSptMoTE4tjK+6v1kS3POgSRfOXDNMl1lLjmdnm1keZjmUB3szOe+ZZ58bPgvQ3vQAkV3onjKZx17MqHIH/QiKECo1ld58oBGDqK9mmIBRfyjllGm7IXmIVIil5SySLv5j6LpxCgpT+PpQ4g1kaGQVZ+NQI/ARV9x2Qg8AARuwTYOcNYVyXrf5nGU1sVwPggXranvpgaZbSGkV+nLvWM9yxnYRq+W5bnC3Ozg/9xISRYxoXWTvMYqN3qqQcdUyHOPD+Wh2mtqxMmnGmISjO+J7HY1gvoZI/J2zVO5Tq+2LeHBRdrFypEy/KeoGtpGjbZ0ojdMi96gofdrkh2iGkqHqCVpSm9EmpnniH4yEbxHbz6MwB4IFPfdQ9cqRuDgEXiibCO/su8Kgz1zD/PhFgNVhc9ef88hKlJmCMFCsY01a12lD7092+hUWnFlPARzPxenM7ezKNnEKubKjJIvmvAh3SgOkT6sFKJ/P8e+TGNVW8d8C8vzoQdJ3lw6CPevDtxiU8dGDkQItGjCme/6ylVMKyzyO1qnpmkXBtQiLZT9MogkfRiCR7ewImLie1UKOhcKgeEzU3IXjMCzh8ATZRtPBY7FwJ+ezCM38sXYP0XDcQYVNceGrl59q0Bj33EYcfBqYBud4W3F2/UaLOJw/8rWohpUaxY5tZpgFqq1NEuShZV+lPb0ORMGg6v7V7vv67K0KlCCFlS9zJZQhdjPQVPjHHWLbFCT6pJ7SIujJFPpRm+KOdbEUhh6rlImXTACJ15S8YfggSDwJNgG36cVV+4HpiEnsXPQxTiXwsFUxcu0WdWVhWmqxXImwRoI1RE7N2UbAx0JC+MUV/6MLWN9U3qj3O479EPXFEpzKJQCFrLcSxCmfvXKgXKI1tSNRxDef1K9z7Py8HmcU4vWA2KRXEGbMCYtLZMon6EDBQ5YhUTs3KAairwr4RHNoa+mgW0MVRmSKVONRMLnbQj4U7INHbc9Kwg8Cbax/9y74LK70xB7hqC1pf+m+EqXKdRlNFmzsd3+yplJb842enN93F2FstAYQFhZnvoPCoinMSeNm7wvooHBuU3G7YeuKZTmUCgF3MnyXFKepuX5ZEuhL2SY7yVZJoTTpGAfZxYsBk2a+pWUvjy3NpfwLU9iI4zH7SoapSatQTnG5cIUzmxNXCQbpGSqMQPJgo0ImHBshMYNzwoCT45trL6VA4shZ/Dk8BnG7QfKpj6C9q2UM/gNrvYhUzrDAFN1kW1MjWu9bsQ2hpCfDpfZ3v89I3ffpcqLBnugmHVNvJSHQimU2U2F6rhJYR95kICI7TNtkZBIVIzsY6YJ/6jv8ezVq2RTpiWSVUypjnZPClVeSUq0zhKkBwuti3IeOko+tYd07aShvHVjDRJX1hGoD+q62DUj8Iwg8OTYxt0CMETowfhinKvwPyhXdeIWEizaXwyKNdYQ3Wu4vleVq9cw1kAmsDmY7UN+eV5mS0Jh6Ng3DeV5emPRYD/0uv/NXvWqQj9Qduk7ZnlROTtuaeotZ3mZaMz11iWNQDQasNZW1ATLvXG4AkfjGVkWMZFEay4Tt+jXSnKU7FgKYYSTjmzKXMucgph2JEo+DwiYcAyAuPosIfCssI05pkMGYq4wSDLE7oxnGbMH433ILLOr6L7ZaLX0Fnpm00d0LK9sTsMMCoixWWYnLb3P+/atfXnONvrWKvdDr/tfKq1Q/vRqo9Lm+oT5Zo2llp4QLLXvK6vllSoMPStRgZxBlc8IqlFqfdojhZNEtdxbOsmb10VEUu6zEdgTAROOPYGy2sEhcLdsY88wVij0cbeE84jVh71S21RIolDxb7OaWnbGubQzuJTVVXSfBpunN6aW1TIEg/azHqa2shl+0zooRPdoWz/Rcei73r5WW7xM5WqpzoeupirMe1UThQG3vqnK+4xSyn2Qfow7Y1dEJVZSVtUaqApQjZaoCFEyD4ot1ZHMI7IT6Ru2dA9tmOyzHXShWiPVRKb0hqznUNOAkvgwAnMETDjmmFjyDCDwBz/40w7Zyz4wb/FzS8wrBrClezXlcBm2t7CWMYhOw9dYk2CVhKguDFGTGsjEwBiG1nQSy2W83KawP9WQMpsNZsfc7MADagp0LeV5oVerQXphlrNjdS/NeyhUDmP41o5qQwY2QGkOE0kLmnKLBq5mDkOFCZKiEQh7mhI6nNpRah0Dmdr8bgR2ITB8dHepu90IHAACyTYWw88BeLfNhcX42ke1xc450xbq4m3iFlIvHjDv21uucvNhipkD20A8taz+yu+H6MM5poYZ9a3pT2+w93Det2+dlxcvd7la+oMDNWsU5srV6z4LczawfXS+o9mcsU+v/ts8e2Sv3KjBKGmlrZhAQQKSWDRRWaREFGR19KP2TZ2OisWEsqc3cKwQdGkdAT+HYx0P1w4egT63QRCqL9PHcXwxmD2OwVv0HTZe3NRCBv4+vdHH2rLW+MEUe5NtTLVVSO77FtsYY3kZjcLQiqzMriuOHGVoXawuXqC5/cGHfha92epYhUFzqPZ9n1CZNQtdGhwiguux4qdX8axx8krDpPZ3oNZQ6CLWEhdkIhkyw+PSlagoFCbTIeLOl/QmblfpdIptVCH7+f7YCT+/b0Sg58QbldxgBA4EgZ5tpEuEosVo9PgOd9+x24ztEw8qZqehLdwiB62sA/o5u5TnWBO3kLG0PEkUAhbdzgh6U7aB8fK8nyZ2mim5oL0afWv6sOzGesfovfu0eH0X7W+xdVN9TN0P7SCLcMPlCV3l+Rf3EP4Lip52FNuoJRXU5IAePxqkZPUc0mZgGKjPeaTGtn0bq9t1yx0XjhoBZziO+vI/W5P//z740zZ9qxKT7iTVsQWQLSxhU68hDA9qtwiBg4Ut1T5Y3pptpP1+Fj3PoLVvaspLPg29llSWZYtUA9VF6AZnegR664t9e4UnWiZg937yeX5MfwZCgPPJCfJfSvEDhq2VlJygSEbLn4z/qtQLtyAi8rW1wkiaPPqX5QGubfxjUHX1+BCYf1yPDwPP+FlAALaBm1u+nTcFp52Tu0XH+ru/N14RbrEVzcW4m736pZDeZl/OQJVGspwDTRIFhsSnPNGgIRqG3r6SgtmaQkVHLPRGkFdTjss4w9XJLn2vfjo7y5uuyzBK2umdmVte7jLp9XBNsvF9H52xT1e/q+/ZfrcENudmU2HTXTDJEqAaPV0QF8k8R/yuSnrdWEZUUO7TJMiqe/kT2z+6CbtoBJYQcIZjCRXLDgyBZBvpFMGj/zbsPSVE3TTPsSmq9WbvtrwzU7JpPWWLGz1f6UPjyDYi8C6yjeo1pxqM25OGIbTPY3mvvMXnTU3br8h8OOwMLsnhTq8rjpRo0Ye+76DQmxqaNlX5rG7qtaVpk7VN8gz8xQN6NUbJX2JLYVGHUA7mIb6xdhSPUVZjrSWWXdYlm2qzrpsULT8iBEw4juhiP6NT/aoP+nT9TcVf3dORpeGrMBszXO1JO7bEttVg06C3fq8Q3lu4qf2MqRnLs5xmbxDdY8iebZQPFWLL1Qrhvf0SMpHqW5PqNUt4o8KWy5F25oMi771KtZrOltEXTW3R75sep29v56ZlPvDT0F1RVhb/KaihqAP0AqXcwxFlYGu9qPLv5ZI6OtqvyiBqqr4yFMcg0Y0wzaHWovtTJhenTn43AisETDhWWLh0gAgE25Bf/BHfcw5JNn/RErp2co6d4a1HY1NaYh7tqtfQtBiPMzSu5SemMICd9HDLF3jaXOveaafxNm7It7CNCj/ldu9wCRP2mqOc7Cs3L+95FbpprY3RO5YNA9vY1LGsDPo75aUwH7qaNhUUoCeHWPW4qsqmDpOceH7Fp38//cxhMFYeWkCZ7PBe/4hEFiAI3B0TLgV3WCmGmqrJQlYNk6nIqUyTmYR+NwLbETDh2I6PW58mAv/vB31G/013U86Rri8yjz3j3OLkKzb3rRW3Flt7zVuXJ3ohA8Mo+cVfPqCQ5e1so/TLWka0nkP0MW4IL73a/pO6KfLDoP1AvW+9fFN5i6lNXZ66XImJ/ZhGPngjHc5/NbV6ghA+Uf8QglusZkY1+0YBkKJGqiMSHiu9rtRbXm3j6HIictuHEZghYMIxg8SCw0AAtoEjxML++/FGnCPncdMIF4PeGQQVy9Nin43YPka6nTFyiKxpc+If7Zu92ANmb8E2aoiiESUZ4nQpbPc/W28BfnYcBp2PVe71TT0IyDcZ2SSny2ChN36HZa7ZJh90OaOZQM6jOObTlHxj7x0+KtsRn5fMc0z/mmJMLVm2wbEyrJ6kXWU7aNK/yOb+otoOJ9x8xAiYcBzxxT/gqf+BV31GfjPi4+NzjsOcaMa2noL020UHnyd6sSbu+1bD/myjyFCGj2ISUzRZC2vVWgMtFp4cw6jhyr2SZGE7V1gM8Nu7DPYXq3vCsth3EGp1g0/7oqODqqqE/lQVS6hjraJkhVpqGSXVqhrEQRrB6VddV6XoQGoEpqGsxr6+5Tg+G4ERAROOERHXnzoCsA184Jt3E+eYe8g34fAtOdfZUzL/Us24Pu++JTYMTTcNS3umN3Apva3AeVO2UX6mh1XtQdju/P4Mo7c5B3MfSbk3Vy4EqunxhytT91CI5Ysn4nImIbQ+0t3dSrnAFP+IxAc6Z+su8G9qSw6jb+ofM0oO5vIeIPMQzyACJhzP4EV70C7/vg/8DP0tFQffiYucY0oFrwHBV+XUb01+t5XKCvRmK9ottpbmYkKiWvdPb0zkoE23Rk9TjR9E5JjvEk3l9DNDTvGJrFbEKXl5WIUtJKO6l/KdFCo6LlobEEBncKOv9uVFa3Ph3P5cZ5Boh/N2p7sOffjvxAtFLnnn/+rznqVY8Wi9YAOr5s5SJDNUj39ZSl10jSmHfyBlnLGpNIO9rBypbRyl4IIRWETAhGMRFgufDgKwDQbm+/1pcY7Vl+gEwKb0xtS+7X0L/2iBP24gmA+K0RRWzJrYQIsBi9xlFRejc7GNNNVGjChSZifuolmUG5uoxpxnVJdtKNyqrTzc2Xs1652q6wpbOm5pWrdxm9pAL7iijwnjEO/FBtapQv1rSndp7X2g9WrUx6N10TRRTBdlmWRr73MGs9bsynEjYMJx3Nf/kGb/ez/wM+PvLn398o1f35LEnuELNL2+8zzHY37vb8JyU/zeqL92G+N432lZS28rNGZBrdGwk22knYrrzdqSTz3P2AJRmVqy8URkNffB+uBkX+3LQy+qmwzONQ9Q0i9wlHuQg+QHIhlaONErW3vOgUQbNUKnpxo8VSMJBuyDf4+LHGRRWA64YAR6BEw4ejRcfmoI/J4P+MxkFcEu9J3It39xjnKrWlNy55yjBlos9BmLLfF1sWmek+glw3pKxoSyk4UaPTviYQXILNyObeRYxWNq4lt4RjlWyvdcqInPx23hdN7w9CSEZLyCEMxBvpFTxP5cpnmcG1X6EcUwdC3XOIP+0QWI8399fd/F8gZOsqhr4TEiYMJxjFf90OYM28Alvvo2cY5qklrkg2sKmzgHCmvfo9VhQ2ExUFVo39BJ4gp+RQhSeaj2FqpLL8xyH+aRVIhKa1117FpNm3IbyRJSLcs55epYFsuHHpPsUjpZ2DKRQXNevUU82zlc73COOJfMPdlTcoemasQpuJfgPgqZyajPp9Ieohhr/1z0L3GvCa/1ug/vPcazjIAJx7N89R6E77/7Az6LL7tM/Bax4NswJcSYjEzVxKSrNQFY5Byhtv4luhmuvb5aN3ff0jIP53PlIb2RChXgqzBxhZYTr+hLoY2iggIA08kZpQ5wpZHJgkZoCjlYnHfyjBqx63T74t1aw4/5RRwkffXOR789EPv13DNBIqIQB4Wp2AqSlEj8Qv+kavDQbwsoJdxSaNZ6TLdou8kIBAImHP4gPE0EfqfYhrLNxSH0Lbj6GpRvxIbH4RxYWLcnm/2x6TtzSG/0385FAno7WV5sSlM5UIa6XlJGMuSXP0VWauhyqeJlFUBwzjayY7qEtSw0N2pUIdwQqqFrFiv7oV8KXe+bFbdfi5vZ6rQf37HO2MEV+RdRV+RGzvEPJ/81JX2nb/+Pi7K2dExXPy2vXSAUrvUr9voHGB8m3qPXghfoLkgtMgIdAiYcHRgu3i8CX/n+n51ff8TCOefg+62+JcsvvnazC5JBgWBcG+JKPwsZjeZfh48fpSoex7fxMOztqxVdqtCRj5XZHF1N00x4zyJN6RIWsm+aorVM0W+gGqvhJoOd7TZu19IkW972wXyus8XgvGmTP4N8qM7t1KWswlznbiV7/pyKgn5d4LvwYPhnFQRiHIF/jze6LjzC4y5cs40HjoAJxwO/wAc7vd8B2yA6rrOEkUNMnIMYkEkOpkNQvAXnUMebYFG5hJt0Wunuzz+G9ZRysmhBmSqX+ohYbAM7q75LbCNby+yQTUmqUZbL1CJufetqzlOpD1Rzzb41eww6c4XJ8Nr70Gutbde1rmkOve6hKhK93fXOCW0ObftEV1L9qxFBbw84p7Bqi1L96xjl3b+A2H4677i3Z4NpV43AfgiYcOyHk7XuFIGveL/PhkDw9aZvz+AcBML8Eyk5R7GKrDJ4zzm2+DIwmC2aN2qqqE+vLQFjaMroXkShRkzJ8O2+SjZMDWWtWAItFSwplLzYRiqkt3RHIY1IXsNHYiMHWQ0R9RRqjp1yXy5xuVGSFSMs0VToI1tZ64WTot5LoRfeqDy3MJfcyODtlOumklt0F2kYkw7bzOjm1W65ZOAclfnj39ysqSGe/xzjzL9EANt0fRbc6B8zutBskRGYEDDhmJDw+30h8Ntf+Tl86yWByC+2gXOkI8TC/HKcc45qQrNay/3H5xxzilDG+0IF3QzwfdO8nDGvuswVkMzjYlkeXFrZmbZuZHfk2QWIFtlGJTaSaqSdGndewOxqrEWnJ+GiWrKQMotuxbFF4WTs9u+92UUri34uaqZw0N9pf4upPZuCbOypu69acY7qIMn0aSkhhdCsq9S3uGwEHhcBE47HRdD9b4TAb4NtEFkzqxELJXyDryRLmzkW7T9pztEPWlG/F24p768/rKeUzbVsxCQFqD74SWeKfrxn68A2sj2tbaEaqZZnrPajTIOv3uetldtYKU2lUi6dGqWPaYvCycYN3stO32dR2CscVBmSnVxwp1e1qrJJMxGe760YyAcDsptk/usnqDEEFw47Q16kH3G+ptO3umwEegRMOHo0XH6yCPyWV34uX38EgBXD2MU50iHiaCZ7CWAVunpfS6GEt85zDLmEMtg82Tt89aShN5L2BzNb1lPoO7gECGU8F1OwhnDONlZq122HhzIfMXY60J9T3rs6SIZqaSKfX5RBUn1LnkP3tEMznYwO8km88b06Dhqb5INauTfIn1xV/wRm1gHnRp5ksN+C1aam07Pr6+F55uvOiGGs+4dvde1SFypitrEOm2s7EDDh2AGQm+8KAdgGpgiQrBDzVaYvtPUdo8NAySEqk1GUosJbNQ0dq7rdfqn1hSG09007y5rV7EiD2bI9llTvYglMuSvPQlEsptCLV1nGB7pwljCc6RMbqZZdaKTAUX37ci8MrR2nQb8PnEOUSs0Spg9YH0JjyedNgyu95tA0rw5+3kJh3uU+JVv2hQxJiAFPnMzERhJ3VeEcl7n3QzOgO110XZK3SrZwSC1zHguNFhmBHQiYcOwAyM13gsBvesWr9fdQ/Jndcw6MEwP4miNs6LtufQNpDr2FWPRNxUh6h2/BOfrulDd9/Vbo2qQw2JlXaz3lNumNWZjFjUW2gaLkoa9yvHCm/K9yL0lv55L5LHpJ0YjqiCTL1dRb7oXh4Eg7Ujmb+oH2LN+6457271aNfyBBFO/WqqyRVkz+MS6m6BaYbLn7QW3RCMwRMOGYY2LJHSPwG9/31fxVxLc/kXXgHPHjUNfEJGIPCgPnGDhEVVM/vbxDzrHzy5exdh7b+UcOsYeZNaIT0I0jD4sp29kGFvKFlWIDFKqc1qvae9iXRyeiXiHrspt8kok0SLkKvYW5MMcqg73yTctzt2t2NzX1DOnvAx25jS0zmu/52KLsJiNwIwRMOG4El5VvjMCvfx+xDb7iFjkH5jIJQTDo/96tYbJfsYrJjALYFv3qnoUcYhAO1UW20QXQQX1HNZczenqxPdpVBKg1FAaIxZG1CIIRKeisZBEvJDg5sA2InVqDT6RaaqbTMkJ9OrKcghLTtz96r3p5BqfU5fpyUE6P0+zToh3r7vcuH2hZ/zqektOkPYbMx4FiZLeefQRMOJ79a3jAM/g17/N52lYWG9SSc+Bs5TkoZ3wqQtBXCXL9H1t8HWdIm093S1MpZ+xf/GJdpBrVcbFQAbsYyU2jxfb1lDLL6GBSwy06gzCoSWgGvHTBH3pJPnVPI/2ZJo52jrciFv10UiF0x1M16dJEhUvGe12pHG5OO+ZksdfMYVbGx2F31Ktjr5f2e0mVtzSVzqLNan3mCtPlWnM8s48pQoFLyWWCutbFXdPeUjk939LopmNGwITjmK/+k537l7z3a/i+4lGJPeeAfuRfwIxN0K0NpKo+xsJKP5P4hlwOEAPtuBHV6GNwP1xf7olCL+/Ly56FRsV7an05u4OPhDqP6Y0Qq7VyG6xuMBBnDnWcCjk655xOjpLl1tTNMyUysfloV1Ogq0gX3iGXWch+eWX7cvqzSDvmwnSjPjabfVHLPj5vt3CwrTCAvF5AsX2aPVMv8jfMS3ieXZ/qI6JiLmluUx76b6jmM87zvEHF4uNFwITjeK/9E535F73na4gcCh7XC5yjkhzJOfCE2L+YfuidJBRu+kIcmrZwjhyrN7upvA972NR3Ub6J3/TBowv3wqRvmtvEQ/QJQnlGAf3LK52DfDSqQXRHohf/RxOFKCLRe5YzmKmadenqGKop5FzXIgvc9CChXnIbobYKBL/kfc45UO6FZXYTF5H1OBQel45SmDemzbl8kOypRq9NmAwG96zqX8meqnuoYa0uZa+eTG7nvzK6SGfm0CbY14ZYS0r2LS4bASFgwuHPwd0j8Mvf47VBNWSZwvyrim+z4hzoUE2djEBZTQrCV2dk6Ylfq6/A4hOpnxMgBlQIDJtrXVLnCZ2H8JNf90kv0ukhktV6SvnTWxiITvblLLPr6Q0ECOmbo1xCUKKMEP1HVzrTxEsJjyzHSEgmJ+VCyJoR2cy6WnSk8SzXWddrauCxUdQwyDsvmAf1Rjvi8kW7nMmYJ+XoS7UXlvFeoRdmeRp23nL3kvTzzu0CyDrGdzNCPhUDfDLD0f/Ty+WSvBD5b+1uhuys+AHnHRguLiNgwrGMi6W3RuDzX/66c77SCDpaTFFEoTQsrOQXXw4xJDk2RaBU5mu673trJ3d2HKJ+Hx4qCA06O23OFWBdJUwGkFXKyVeqdV5g9PSKAIO+FlOuRSwoJ9VQOSQokMlINd70CnMQiyzkGVmrUyg2MR+4k3BlqV2KG6rEH8b6BVQCHsGHnzVHig9TqgPNhK6nHVs4R+qXcjfszYp1vRa7bW9d7HILof5B3KLbvXTRtVt9DLmOeNrV133oF2v6lvwk9BKXjcAcAROOOSaW3B6B/+fdXnehL6tYH4ngR8DQV+20sNJq8Z1WSY7kHP2XXH7nKZCdXiuA6fs6wtfkWlUJGBWTiJf9V2fpTJ2e/rugWD96ScX7VKFpHg4Rlhxk6MKZI4V5ptejluGQyUpvJMNAkgPBKsr+JMmRwyB6W4+AWkp54ahyIbhSVM8hmJKuOAfbCNNef5XRyMuX58XR0sO6xIs6W4Q1wS06T65JH99E9rHH0Kd/1xXJQQaEH3vk0cCccyyOGJ+Fsa/rR46ACceRfwDucvo/7Z1f/5wigxIb/DQD37aKMvEtiTi/lfjS1J+8G4ZtDKPjEHNFLESom7csSG7HOei1YGuXaHuvnRmLNL9ohKgpVqHzyrEMPxmDMr1BGW5BeiPZBomHKckhXf5PhhEFjbZmIa/TJJycSfNZWzvrekZjXguS+aQ3uLJIz9vV1fVX1iU/B3qXBToN9CKrg3BtsFmXofVZqQJMssN7cHj1QREFHK8j1yKv/u08wXhezejeD3U7e+51LAiYcBzLlX7S83zdO77+grBzdXJ+rrBHlGHzItsGi14QcYeFFb4In3SS405m3X81Exe3H/OIMnTpSUOa6u0jmVsYRsRg8pLqmFE8O6oV2INtPLpSfogq5IMzanmOUdrf3iFeCz+DA/3f6EEemte8iVoEk0hUzjMMRcKKiMb1Zm0F06jUwkpGJ5ycJy0WhTkYZ1o55r1KYV7ILnP5Q5LsH+1FCbsjOYeE07pexyGkFzRlm3n0tzV3Y7loBBIBEw5/Eu4Agc/+ga/XSsrVyZnYhh4nSpAhbl2d6sbXChX7fD1lkuMOfJpMdAFxEm19z1i+VWWtkZnOj8xnLLWsdCFbVZnFeAWHIV4SxxGWzewikGuvaKQ3UIDwkWGie7Re530rSTVggVFoLCKNtEpnHMfiZpdycCpMs839iXRnDhF3lNbiiCDEvZZaTNEU2nKYTBfnkFq4V+wBV7NchTC2cNqpUH3QvNFxU/0bGd+iDBQ39HSLsd1N/WNG+6GDeay6xyZT2k0pVpi49PgImHA8PobHbuHT3+51uVWQvaJ8axPeSHJEKNJfT/o21ReXjkpyZI5XwatLckhh0s24UtXovTrRMf8aKzKR+qlRrdWh1Ery+IWb8hJGZDrD0UumUD6oNN7Qd2boVK7uTL/KFHhdXSmroTxH3iUr8rGiGlydJBnZq+MWZUZuoLZ4xNJAaurS6pFuKHNJ4BlKckVVQlJcscoSLLI3RWd1mXgGTVWuQq/fl1HgKLLSN1U5daq6qbCn2qbuJd907UrhMQtam1pd4QVjyfYWGqZ/UNmkS6Q/Atauct8r/mFO/1ynhi3GJxW/G4G9EDDh2AsmK21C4JPf9nXxR62+x/jDms8TX2b6m5vgQxk+ocjSblfR3Stx0FZLLWU5MvH6KhySHFkljPHFRxSL78TqdMeFCJ13bHN/c/uMXjGyglxGjzzTKmyDTSBRNc5QCglFO1CQruQ6ZVFvRS8muYSLR2pGkiOurOycnuuaRkTTlcoPgIgRF7rtGI1yPZxjbhlv98xz0DdxmNOOlM+NP2wJV2Sfp3tyObhOXKTth1DNj8Z2PbcagRsiYMJxQ8Cs3iHwCW/zWr6aWLm/zD/BTrVjkfQGX1b5fcW3v77dIs7xLSah/uQdv8xqJ4fap7/JKvx0A66K+urc/L05bw31cdyVuSihM0ioYmqfY7FvdYQzVXkoDPYr6g9qVHGkfEk1zrWeggKIoSChyuIV+RrYRuikJZ0nUynJcTi3YyAfuZKSbdkxLxcLZyziwDnAAUO9Lfmgz4DuOJqs6h0d6puu8iZ5b4Eyaj5AYGcSIrFfvwI3QK5WWG7Qx6pGYIaACccMEgv2Q+Dj3vo1cIekEQoq+ssZgQIJVf6uJSCpHtGHcn0nRhk9kiKrh1FuGjPD0qZW5MUkdoao0txibXvTzvA2xeCVmaFL5HvUClFYKa2XgJFZZ0fOsqnzSh94Q7bWTZopn1p1RQJ9XZ2wEyQEUymW5YlPRJ9VtVlu0m6cy9phOF3Qacr5lPpcT2G0U5yp9AM6i0kO7K9mFaP0vbphD6U4B+Rpedb+Xd3R8PGvdrgUd2TaZoxAh0BFgU7mohHYhcDHvNVriA0Z0tof0wpXa4fCXQS8CpbRZU1nqJTmkBLIatonmA299q9u6bulaYv9nOOgkN7uH5wG3AZrQzX9rHEZpUeVql4xtuTiGZzyXhWJk20wYryaOkMgD81GRrKh5NkafVcKKYwBm4+ykGOHDxp9EoRHw1SmXuttuJ1HFZa7Pbb0Sdt/bAebgSEtMSSK9hxluiwL6tjvP/zDcAsdLDICt0XAhOO2yB1xv4/+fq9RQIrAwHkKEBHe4u9svsrzL/jV11zIE7OBTKRwy1/8t0N6NfR6//67tVoWhbTeyEhZu0Vh00CDqT5G9jSlLkHqY60kKueV6tgGasEe1JC8gVJ2yWqdRweCl0Rf6fOKsshK+cNwqUDftNkcyLfJYjZNteX3fr7LGpbuh8BAI4Z9o5Hh2GHo9jR/h2E3HxECJhxHdLHvZKo/dmIbCjYKbAojKof1jCL9OXTGkVEmxkdkUv/UL6Wqbo836/FLvbfrd/bXvjw3sY3Sv5NCTaqsDZLtbqBc+hXahw0cglqvptgDW8IcPVkC5WQG2SFIw9RXWG58ZcdiFWUNH8tJCnlhS0IvCUVHVnrZOly4oZo++3xrBAa2cWs77mgEHhMBE47HBPC4un/UW35ehRlmXuGFzLmqHRgtkHSSDJM7Y0mtqlTX3mwKh9g8VKvjlgJd6rVF7Z6bikkM4/aYJOZzTPoutNalIeo35CPcUy5+QEGa0TMva5GMspYKpZbyVKOcFlKYFkK4Gj2bUljlKuTQVV0s7PzALPa6qXBxlEXhTS0/pn6/S3eTqVxkif1S405qNvNu7LX55thNXSw3Ao+JgAnHYwJ4RN0/8i1fzWyJUS1QxVcZX8otBEaVkySBSsa5iOt0WSUVsnUncMPKS7+NY2ffVKigu6f+drUt4ecWjGeTh8OspbYHXuUbmJc6hSIBJaw5VhOFLEfqobWjn6/ST0d6YekjTAsTm1Gn9qnQ56GlV1Drj7o6Ka8ppM5Q7Tvef3nw/P4d2D5i4tvySXv7qj3bNzxqF/AN+1ndCDQETDj8UdgLgR/1smAbq3CmXvXlloUhby+F0ohBKooshNVQeJCnm04WzBIozknaCpZFZpMYo9yDXTUuwXRdlOoIZlAMowzTtw2Fkd7OSqMr9QpJNaKxiafh2iy6fuVJL9tdro/NblVr7I1AbuPoN3Pss5Njb/NWNAILCJhwLIBi0YDAj0i2EQEl4xdhpo866Fc9w0NVV6bWO8xCKfFp9SdX6W4PNvNRtuuvnNmjNDe+R6cnqFJTK8dAqYT9wG2Fq0BsPKNXaawi6ULPNkrpSk8rXXilQtqujtVrau3GXm+jAf+Hq7+u4trNENiypHIzQ9Y2Ak8YAROOJwzws2/+I57/XCaREaJCXU0LSf0xjTAV+mgz77Lq2+0bLeExFHpqdbehd0B7qC5iW9G/rlryjEVlhLRmU+mva66Jy4EqrCtvy6Yscqmh+62rT9T4rb26accVQ1deaoV8yrfvFb3FkspN3bO+ERgQMOEYAHF1DYFkG2uirlJRJL/qVl94nQ5Fvtw3Na0r3r62uNaAufLw9qb37jmnDkNU6zey7G21KRaAOcp8rDK4tQkzbT0F/W41ZHWBik+UwXlh0Kl016JBupfzc1MpSYUBrl55S1OvdmzlHtjcNJof+F6+CZN+MQUd78/YBJTld4iACccdgvnQTH145DaYVa7KVySDP8wD+eJ33KJwZ/CYB+a5nU0M4x6uQQ09B+F2o9+ZnW74Och1+XRBO82dRWhEzyQG/UqQzHWG4Nc7kEbuauKDSw+m2icw5pPa3or+Tni3p0C2t879scQI7ETAhGMnREeqkGxjHpl2foslXvOAh3weco4U3LuYdq3LzK9Rbx7MtygkXSiFeeqiaMRAOwbNfsSy1gtdvnMEwLnnHJlG7FlCX77z0W3QCNwCAROOW4D28LtUbqOmOs9pZCjaEl0qIpaRmxaG+zuG6k2t3Y9+OrkFllu4cVNr++gXk9jkz04FOu4z0Cb7loPA2WOQgp5tYKpfUhmaeqj7pj3/eFjr3vfvG1w2AnsgYMKxB0hHpjJnG9sBWExmbO/yOK1OkzwOeo/Zdx8W8phDuPv+CCwSPijBojzN9k2PwXb299GaRmCFgAnHCguXQOCHPf85W4LKzmC/U8EgHywC/SrJls/APv7v86ezPyr7ILlFB+rQpxtqSaXkw1VIetF32WLcTUbgSSDA71n0lPdJDGGbRsAIGAEjYASMwLEj4AzHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsCJhzH/gnw/I2AETACRsAI3AMCJhz3ALKHMAJGwAgYASNw7AiYcBz7J8DzNwJGwAgYASNwDwiYcNwDyB7CCBgBI2AEjMCxI2DCceyfAM/fCBgBI2AEjMA9IGDCcQ8gewgjYASMgBEwAseOgAnHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsCJhzH/gnw/I2AETACRsAI3AMCJhz3ALKHMAJGwAgYASNw7AiYcBz7J8DzNwJGwAgYASNwDwiYcNwDyB7CCBgBI2AEjMCxI2DCceyfAM/fCBgBI2AEjMA9IGDCcQ8gewgjYASMgBEwAseOgAnHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsCJhzH/gnw/I2AETACRsAI3AMCJhz3ALKHMAJGwAgYASNw7AiYcBz7J8DzNwJGwAgYASNwDwiYcNwDyB7CCBgBI2AEjMCxI2DCceyfAM/fCBgBI2AEjMA9IGDCcQ8gewgjYASMgBEwAseOgAnHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsCJhzH/gnw/I2AETACRsAI3AMCJhz3ALKHMAJGwAgYASNw7AiYcBz7J8DzNwJGwAgYASNwDwiYcNwDyB7CCBgBI2AEjMCxI2DCceyfAM/fCBgBI2AEjMA9IGDCcQ8gewgjYASMgBEwAseOgAnHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsCJhzH/gnw/I2AETACRsAI3AMCJhz3ALKHMAJGwAgYASNw7AiYcBz7J8DzNwJGwAgYASNwDwiYcNwDyB7CCBgBI2AEjMCxI2DCceyfAM/fCBgBI2AEjMA9IGDCcQ8gewgjYASMgBEwAseOgAnHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsCJhzH/gnw/I2AETACRsAI3AMCJhz3ALKHMAJGwAgYASNw7AiYcBz7J8DzNwJGwAgYASNwDwiYcNwDyB7CCBgBI2AEjMCxI2DCceyfAM/fCBgBI2AEjMA9IGDCcQ8gewgjYASMgBEwAseOgAnHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsCJhzH/gnw/I2AETACRsAI3AMCJhz3ALKHMAJGwAgYASNw7AiYcBz7J8DzNwJGwAgYASNwDwiYcNwDyB7CCBgBI2AEjMCxI2DCceyfAM/fCBgBI2AEjMA9IGDCcQ8gewgjYASMgBEwAseOgAnHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsCJhzH/gnw/I2AETACRsAI3AMCJhz3ALKHMAJGwAgYASNw7AiYcBz7J8DzNwJGwAgYASNwDwiYcNwDyB7CCBgBI2AEjMCxI2DCceyfAM/fCBgBI2AEjMA9IGDCcQ8gewgjYASMgBEwAseOgAnHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsCJhzH/gnw/I2AETACRsAI3AMCJhz3ALKHMAJGwAgYASNw7AiYcBz7J8DzNwJGwAgYASNwDwiYcNwDyB7CCBgBI2AEjMCxI2DCceyfAM/fCBgBI2AEjMA9IGDCcQ8gewgjYASMgBEwAseOgAnHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsCJhzH/gnw/I2AETACRsAI3AMCJhz3ALKHMAJGwAgYASNw7AiYcBz7J8DzNwJGwAgYASNwDwiYcNwDyB7CCBgBI2AEjMCxI2DCceyfAM/fCBgBI2AEjMA9IGDCcQ8gewgjYASMgBEwAseOgAnHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsCJhzH/gnw/I2AETACRsAI3AMCJhz3ALKHMAJGwAgYASNw7AiYcBz7J8DzNwJGwAgYASNwDwiYcNwDyB7CCBgBI2AEjMCxI2DCceyfAM/fCBgBI2AEjMA9IGDCcQ8gewgjYASMgBEwAseOgAnHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsCJhzH/gnw/I2AETACRsAI3AMCJhz3ALKHMAJGwAgYASNw7AiYcBz7J8DzNwJGwAgYASNwDwiYcNwDyB7CCBgBI2AEjMCxI2DCceyfAM/fCBgBI2AEjMA9IGDCcQ8gewgjYASMgBEwAseOgAnHsX8CPH8jYASMgBEwAveAgAnHPYDsIYyAETACRsAIHDsC/3/vSMFMeDkjvAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=720x480>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from plotting import PlotScalar\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "\n",
    "PlotScalar(phi_ss[0], show=True, varname='Fast Flux', resolution=[720, 480], clim=[0, 0.006], colormap=cm.viridis)\n",
    "PlotScalar(phi_ss[1], show=True, varname='Thermal Flux', resolution=[720, 480], clim=[0, 0.0023], colormap=cm.magma)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pyvista as pv\n",
    "from plotting import get_scalar_grid\n",
    "from dolfinx.fem import Function\n",
    "\n",
    "def subPlot_flux(fast: Function, thermal: Function,\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 = 1.2\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=0.86,\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": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# subPlot_flux(phi_ss[0], phi_ss[1], filename='anl11a2-contour')"
   ]
  }
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