{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Laminar Flow over Backward Facing Step (2D)\n", "This notebook implements a steady incompressible Navier-Stokes solver for the BFS problem." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "\n", "# Mesh generation\n", "import gmsh\n", "import dolfinx\n", "from dolfinx.io import gmshio\n", "from mpi4py import MPI\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')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Mesh generation from *gmsh*" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Info : Reading '../../mesh/bfs.geo'...\n", "Info : Done reading '../../mesh/bfs.geo'\n", "Info : Meshing 1D...\n", "Info : [ 0%] Meshing curve 1 (Line)\n", "Info : [ 10%] Meshing curve 2 (Line)\n", "Info : [ 20%] Meshing curve 3 (Line)\n", "Info : [ 30%] Meshing curve 4 (Line)\n", "Info : [ 40%] Meshing curve 5 (Line)\n", "Info : [ 50%] Meshing curve 6 (Line)\n", "Info : [ 60%] Meshing curve 7 (Line)\n", "Info : [ 70%] Meshing curve 8 (Line)\n", "Info : [ 80%] Meshing curve 9 (Line)\n", "Info : [ 90%] Meshing curve 10 (Line)\n", "Info : Done meshing 1D (Wall 0.00222577s, CPU 0.00221s)\n", "Info : Meshing 2D...\n", "Info : [ 0%] Meshing surface 1 (Plane, Frontal-Delaunay)\n", "Info : [ 40%] Meshing surface 2 (Plane, Frontal-Delaunay)\n", "Info : [ 70%] Meshing surface 3 (Plane, Frontal-Delaunay)\n", "Info : Done meshing 2D (Wall 1.1057s, CPU 1.02919s)\n", "Info : 19120 nodes 38626 elements\n", "Info : Optimizing mesh (Netgen)...\n", "Info : Done optimizing mesh (Wall 2.17999e-06s, CPU 3e-06s)\n" ] } ], "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", "zeta_comp_step = 1\n", "H = 2 * zeta_comp_step\n", "h = zeta_comp_step\n", "L = 36 * zeta_comp_step\n", "l = 25 * zeta_comp_step\n", "\n", "# Load the .geo file\n", "gmsh.merge(mesh_path+'bfs.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", "\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", "bound_markers = {'inlet': 10,\n", " 'walls': 20, \n", " 'outlet': 30}\n", "\n", "domain_marker = 100" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The problem we want to face is non-linear, whose weak formulation reads:\n", "\\begin{equation}\n", "\\int_\\Omega \\left(\\mathbf{u}\\cdot \\nabla\\right)\\mathbf{u}\\cdot \\mathbf{v}\\,d\\Omega + \\nu \\int_\\Omega\\nabla \\mathbf{u}\\cdot \\nabla \\mathbf{v}\\,d\\Omega -\\int_\\Omega p(\\nabla\\cdot\\mathbf{v})\\,d\\Omega -\\int_\\Omega q(\\nabla\\cdot\\mathbf{u})\\,d\\Omega=0\n", "\\end{equation}" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0 6.257028296972611\n", "1 0.0653375501264569\n", "2 0.021138628858773174\n", "3 0.003200341389534335\n", "4 0.00019625164625130574\n", "5 7.115213714587669e-07\n", "6 1.5351339529065506e-11\n" ] } ], "source": [ "from fluid_dynamics.steady_ns import ns_steady_nl\n", "\n", "bfs = ns_steady_nl(domain, ct = ct, ft = ft, bound_markers=bound_markers)\n", "\n", "ReynoldsNumber = 100\n", "\n", "boundary_type = {'inlet': 0,\n", " 'walls': 1,\n", " 'outlet': 2}\n", "boundary_value = {'inlet': np.array([1., 0, 0])}\n", "\n", "bfs.parameters(nu = boundary_value['inlet'][0] * h / ReynoldsNumber)\n", "bfs.set_bc(boundary_type, boundary_value)\n", "bfs.assemble(maxIter = 20, verbose = True)\n", "\n", "up_sol = bfs.solve()\n", "(u_sol, p_sol) = (up_sol.sub(0).collapse(), up_sol.sub(1).collapse())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us make some contour plots using *pyvista*" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# xdmf = dolfinx.io.XDMFFile(domain.comm, \"bfs.xdmf\", \"w\")\n", "# xdmf.write_mesh(domain)\n", "# u_sol.name = \"U\"\n", "# # p_sol.name = \"p\"\n", "\n", "# xdmf.write_function(u_sol, 0.)\n", "# # xdmf.write_function(p_sol, 0.)\n", "# xdmf.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparison with benchmark data\n", "Benchmark data are taken from Armaly" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "def extract1D_y(problem, u_sol, x_lines: list, y_grid: np.ndarray, component = 0):\n", "\n", " u_extracted = list()\n", " y_plot = list()\n", "\n", " for idx_y in range(len(x_lines)):\n", " \n", " N = len(y_grid)\n", " points = np.zeros((3, N))\n", " points[0, :] = x_lines[idx_y]\n", " points[1, :] = y_grid\n", " \n", " bb_tree = dolfinx.geometry.BoundingBoxTree(problem.domain, problem.domain.topology.dim)\n", " cells = []\n", " points_on_proc = []\n", " cell_candidates = dolfinx.geometry.compute_collisions(bb_tree, points.T)\n", " colliding_cells = dolfinx.geometry.compute_colliding_cells(problem.domain, cell_candidates, points.T)\n", " for i, point in enumerate(points.T):\n", " if len(colliding_cells.links(i))>0:\n", " points_on_proc.append(point)\n", " cells.append(colliding_cells.links(i)[0])\n", " xPlot = np.array(points_on_proc, dtype=np.float64)\n", "\n", " if np.isclose(component, 0):\n", " u_extracted.append( u_sol.sub(0).eval(xPlot, cells).flatten() )\n", " else:\n", " u_extracted.append( u_sol.sub(1).eval(xPlot, cells).flatten() )\n", " y_plot.append( xPlot[:,1] )\n", " \n", " return u_extracted, y_plot\n", "\n", "x_lines = np.array([0.00, 4.00, 4.88, 6.11, 8.17, 14.29]) * h - 4 * zeta_comp_step\n", "N = 100\n", "\n", "ux, y_plot = extract1D_y(bfs, u_sol, x_lines, np.linspace(-h, H, 100), component = 0)\n", "\n", "##### Loading benchmark data #####\n", "bench_data = [pd.read_csv(benchmark_path+'fluid_dynamics/bfs/exp{:.2f}'.format((x_lines[ii] + 4 * zeta_comp_step)/ h)+'.csv', skiprows=0).to_numpy()\n", " for ii in range(len(x_lines))]\n", "\n", "bench_data[1][:, 0] = bench_data[1][:, 0] - (x_lines[1] + 4 * zeta_comp_step) / h\n", "bench_data[3][:, 0] = bench_data[3][:, 0] - (x_lines[3] + 4 * zeta_comp_step) / h\n", "bench_data[4][:, 0] = bench_data[4][:, 0] - (x_lines[4] + 4 * zeta_comp_step) / h\n", "bench_data[5][:, 0] = bench_data[5][:, 0] - (x_lines[5] + 4 * zeta_comp_step) / h" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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77rvvGvYvXbpUoZ4cPj4+hISEcP78eXJzc7G0LP5t5fTp04WuMVU9tZm0jdI21uS20VyvcWmTah5p26Rtk7atZNHR0YaeO76+vqWWLTjXScHHM2Y91U3FZlQRwgwKvsC2bNlShZHcuoJvyHv37i217L59+4q9DsrO7pfXiRMnDPvjxo0rsVzB8avFMVY8BaWlpTFixAguXryIvb09W7ZsYfTo0QB88cUXXLlyxeiPKW5dv379AO3fL38Ct+L89ddfhv2+ffuarJ7aTNpGaRtrcttorte4tEk1j7Rt0rZJ21aygsmR3NzcUsvm5OQUe50x66luJJkhqp1WrVrRvn17ANasWVNjGrPidO/e3dBN7bvvvitxwqWUlBR++uknANq3b19kOEHBCYbyv3WvjIKNV2ljTZcuXVpqPcaKp2Bc999/PwcOHMDS0pKffvqJbt268fbbb6MoCllZWaXOOF4aVVuC+pa2W+2VYW7ffvttmc+pYJfOHTt2GI57e3tX6LHyP3gAhu6LN8vLy2PFihUAODo60r9/f5PVU5tJ2yhtY01uG831Gpc2qeaRtk3aNmnbSubs7IyDgwMAe/bsKTURUTBh0qJFC5PUU91IMkNUS2+88QagLXkUEBDA9evXSyyblZXFZ599Vmh5pOrCxsaGxx57DNCy48U1zKqq8uyzzxpmj3722WeLlCn4JnfhwoVKx9O6dWvD/nfffVdsmc8//5xffvml1HqMFU++J598kk2bNhkef9iwYQB07tyZMWPGGOI9e/bsLT+WqBhFUVAUpcQkR69evfDz8wO0yaT27NlTpMyHH35omDNk6tSpxa7sYqx6ajtpGwuTtrHmtI3Geo1Lm1Q7SdtWmLRt0rbls7CwMCyRGhERUepQoZdfftnw+z333GOSeqodVdRJO3bsUAEVUEeNGqUuX768zO3cuXOqqqrq8uXLDddeunSpSN1vvfWW4Xx5Y9ixY0eR85MnTzacd3V1VV9//XV1y5YtamhoqLp79271u+++Ux977DHV2dlZBdSUlJRbug9vvfVWha9X1bLvR3JystqyZUtDmfvuu09dv369evDgQTUoKEj19/c3nOvTp4+am5tbbB22trYqoHbr1k39448/1DNnzqjnzp1Tz507p6anp5cr1ry8PLVjx46Gxxs/fry6YcMG9eDBg+ovv/yiBgYGqoDat2/fUu+LseJR1cL/X958880i548fP65aWFiogDp27Nhy1ytKV/C+F/f6y5dfpnnz5iWWOXTokGpnZ6cCqr29vTp37lx1z5496vbt29XHH3/cUEebNm3U5ORkk9dzK6RtLBqDtI3SNhqLMV7jda1NMhZp24rGIG2btG3GYuq27dSpU2q9evUMZUaOHKkGBQWphw4dUv/55x/1o48+Ups1a2Y4P3DgwGIfw1j1VCeSzKijCjbm5d2WL1+uqqr53tRyc3PVmTNnqjqdrszY6tevX6GGtLgYTPWmpqqqeunSJbVdu3alPoe+ffuqcXFxJT7OzJkzS7y2tD9GbxYaGqo6OTmVWFenTp3UiIiIMu+LMeL56quvDNdMnjy5xHLjxo1TAVVRFDU0NLTcz1WUzJjJDFVV1d9++011cHAo8f9EmzZtDB+MzVFPZUnbWDQGaRulbTSmW32N17U2yVikbSsag7Rt0rYZk6nbtq1bt6qurq5lvjYGDBigxsfHl/g4xqqnupBhJqLa0ul0zJ8/n5MnT/Liiy/i6+uLk5MTOp2OBg0a0KFDByZOnMh3331HZGQkdnZ2VR1yiby9vTly5AiffPIJd911Fy4uLlhZWeHm5sbdd9/N999/z65du0qdzfr9999n2bJl+Pn54ezsbFhCq6K6du3K4cOHefLJJ2nevDlWVlY4OzvTq1cvPvjgA/bt21euJUBvNZ6NGzfy5JNPAjBo0CCWLVtWYtm33noLnU6Hqqq8/vrrFXocYR4jR47k6NGjTJ8+nTZt2lCvXj0cHR3p0aMH8+fPJzQ0lFatWpmtntpM2sbCpG2sWW2juV7j0ibVPNK2FSZtm7RtBQ0aNIjTp08zf/58/P39adSoEVZWVtjZ2dGiRQvGjh3LL7/8wp9//lnqssXGqqe6UFTVzIsJ1wJxcXH89ttvbNu2jUOHDnH58mVyc3Np1KgRPXr0YPLkydx333239BjR0dEsWLCADRs2cOXKFezs7OjQoQOTJ0/m0UcfNcmswkIIIYQQQgghRE0gyYxKsLKyKjQDrK2tLTqdjrS0NMOxYcOGERQURL169Spc/8GDBxk6dChxcXEA2Nvbk5mZaXjMIUOG8Ntvv2FjY3OLz0QIIYQQQgghhKh5ZJhJJeTm5tKrVy8+++wzLly4QEZGBqmpqVy6dIlHH30UgE2bNvHEE09UuO6kpCTuuece4uLiaNeuHfv37yclJYW0tDQ++eQTrKys2LJlC9OnTzf20xJCCCGEEEIIIWoE6ZlRCTt27Ch1feAnn3ySL774AoArV67g5eVV7rrffPNN5syZg52dHSdOnCiytu+8efN47bXX0Ol0nDx5kjZt2lTuSQghhBBCCCGEEDWU9MyohNISGYChdwbAgQMHKlT3ihUrABg3blyRRAbAc889h729PXq9npUrV1aobiGEEEIIIYQQojaQZIYJ2NraGvb1en25rztz5gxXrlwBtDk3imNvb4+fnx8AW7ZsuYUohRBCCCGEEEKImkmSGSawc+dOw36nTp3Kfd3x48cN+x07diyxXP65kydPVjw4IYQQQgghhBCihrOs6gBqm8TERObNmweAn58fbdu2Lfe1ERERhv2mTZuWWC7/XHJyMqmpqdjb2xdbLisri6ysLMPveXl5xMfH4+LiIku7CiFqpJvbNb1eT3h4OB06dKjwmvdCCFEdSLsmhKjtVFUlJSWFJk2aYGFhvP4Ukswwory8PB566CEiIyOxsbHh448/rtD1KSkphv3SlnQteC4lJaXEZMa8efN4++23KxSDEEIIIYQQQghhbOHh4Xh6ehqtPklmGNHUqVPZsGEDAJ999hldunSp0nheffVVXnjhBcPvSUlJNGvWjEuXLtGgQQOzxbF7dwKjRx+p1LWNGllx/XpOieeXL+/AyJGNKhtarZWTk2NYdcfKyqqqw6m15D6b3s33OCsri+zsbMP5iIgI+vbta/Z2DWD3BYXRX5b/bdTGUqVvS5X+rVX82+TRzg0q0klOnwd7LilEp4BbA+jTQkVXhwaLyuvNPOQ+m151bdcOKylMt7xQ/gtUQLnpd+BtvTd3qo5GjKz2ktebech9Nr2y7nFKSgotWrQwepsmyQwjeemll/jkk08AWLRoEY888kiF6yj4j5ueno6Dg0Ox5dLT04u95mY2NjbY2NgUOe7s7Fxi3aZwzz3OeHqGc+1aJsUtBKwo4OlpS0hIb/79N4nduxP4++8EDh9O5vp1gJIbnTffjOShh9qi08mwmYJycnKoV68eLi4u0mibkNxn0yvrHltaam9j5m7XAO5xAs9f4Fqi4TN8IQrgXB9GdIQ/T0NEEmwP0za2QlNHGOIDQ31gUDtwKb6THQDBoTB1LVxN/O+YpyMsuR8CfI31jKo3eb2Zh9xn06uu7Zo/zjQhnhiyi23TAByxJBM9mSWWgM9J5F5aokM+m5VFXm/mIffZ9Mq6x/nHjD3VQR36Tsd0Zs6cyYcffgjAwoULmTZtWqXqadKkiWH/2rVrJZbLP+fg4FDiEJPqRKdTWLLEByj6LWT+74sX+9C8eT0eeMCDjz9uz6FDfVm/vluZdV+9mkmvXv/w7rvn2bkzjoyM8q8eI4QQt0JnoSUTAJSbPtjnN3VfToDvJsPVuXD8DfhwDAxtD7ZWWhJk+R4Y9w00ehl6L4C3NsA/FyC3QFMWHAqBywonMkC7PnCZdl4IIW6VDoUZeAMUSUMoN7bxuJWayAC4Tg4TOcZqoogiq9SyAHpUDpDEJmI5QBL6MuoXQoh80jPjFs2YMYMPPvgAgAULFvDSSy9Vuq6CK5gcP34cHx+fYsvlr3rSvn37Sj+WuQUEuBMU5MvUqae4ejXTcNzT05bFi30ICHAvck1ycvkSE4cOJXPoUDIAVlYKvXo5cuedTtx5pzN33OGIg4MVer1KSEg8kZFZeHjY4OfnLL05hBC3LMAXgqbA82u15EI+TydYHPhfrwlFgQ5NtO2FgZCRDbsvwB8n4Y9TcDwC9oVp2zsbwdEOBraDIe1g9u/F9/zI7+E9LQhGdaFODTkRQpjGQJxZSBsWEkY0/w19aYw1M/Amm7xy1XOGdBYQxgLCaE99BuBMf5xpiV2hctuIL/JYbjceayDOxnlSQohaS5IZt+Cll14y9MhYsGABM2bMuKX62rZtS7Nmzbhy5QqbN2/m/vvvL1ImLS2NkJAQAIYMGXJLj2duAQHujBrlxo4dMWzatI9hw3rRv3/jEpMKHh5Fh8gUZ9q05kRFZbNrVzwREVn8/bc2TGXevItYWEDz5nZcv55Naup/yRFPT1uWLCk+iSKEEBUR4AvD2+fywaq9NPe5HS9nS/xalZ5csLOGwT7a9gFwNQG2nNKSG1tPQ0I6rAvVttKoQHgChJwH/zbGfFZCiLpqIM7448T+3AT+PLyfQV170tPSCR0KB0gqVx3348Z50jlMCidJ4yRpfEI43tjSH2cG4EwUWczkXJFkbQzZzOAsC2kjCQ0hRKkkmVFJBRMZH3zwAS+++KJR6p00aRJz5sxhzZo1vPnmm3h7exc6/+mnn5KamopOp2PixIlGeUxz0ukU7rrLmbS0PO66q/TeEX5+znh62pY518YHH/ig0ymoqsrFi+mEhCSwa1c8u3YlcOFCOpcuZRS59urVTMaMCeWbbzry8MNexnyKQog6SGcBnZzjGN5dpTLDcT2d4JE7tE2fB/sva4mNlfvg3PWyr48s398XQghRLjoUuqsNiL6WSfcuDQzzX/jigBvWJc6roaD14ngZb3QoxJHNXySwnQT2kkQYmSwnguVEYEHpvc4WEoY/TjL3hhCiRNIptRJefvllQyLjo48+qlAiY/bs2SiKgqIohIWFFTn/0ksv4e7uTnp6OiNGjODgwYMAZGdn8/nnn/Pmm28C8Pjjj9OmTe3+Gq68c23kJ0QUReG22+rzv/958s03nTlz5s4ye3c88shxfHz+4umnT/DTT5FER5c9tlMIIUxJZwG3t4C3RsCX5cxZr94PvxyG5KK5WyGEMJqy5tUAmHEjkQHggjUBuPEJ7dhBd+bRiiE4Y4NS6oAVFYgmm1CSjfwMhBC1iSQzKujKlSssWLAAAAsLC+bPn4+7u3uJW/58GuXVsGFDNmzYgIuLCydPnqRHjx6GiT6ffvppsrOzGTJkCIsWLTLF06t28ufaaNrUttBxT09bgoJ8Sx0mkj9HRllOn07n88+v8MADh3F330779rskuSGEqBb8WmmrlpT1veT643Dfl+AyA/ovgvlb4MhViu3VJoQQtyJ/Xo3GWBc63hjrUoeG2GPJ3bgynza8TstyPdYVMssuJISos2SYSQXl5eUV2o+Oji61fGpqaoUfo3v37pw4cYL58+ezYcMGwsPDqV+/Ph07dmTy5Mk88sgjWFjUnTxU/lwbFZ3AszyJDIAXXvBGr1fZuTOeI0dSOHUqjVOn0vj88ysAtGtXH39/Z/z9XfD3d8bNrXxzeQghxK3KXzElcJmW0CiYm8hvAV8dCsmZsPkknL8OO89p2yu/gEdDbenXu9tr83M41zf/cxBC1D7582qEksx1cmiEFb44lHtIiMdNiZCSvMcl/iAOf5zpjxPuyGcwIcR/JJlRQd7e3qi38FXX7NmzmT17dpnl3Nzc+Oijj/joo48q/Vi1iU6n4O/vUqFryjuB6MiRjQ11x8VlExKSwM6dcfz1l5bcOH06jdOn01i6NByADh3sGTDAhQEDXLjrLmecnCo+QF5WVxFClFf+iilT1xZenvXmFVMAzsdoq6NsPgHbz2pzaXz7r7ZZKNrwlWEdtM3XE241L67P0yYfjUzSEidlTXwqhKg9dCj0oGGlri1r7g0ASxRyUdlHMvtILrQyij9OtMQO5Rbn09CjVjohI4SoepLMELVWeScQ9fP7rzuki4s1o0e7MXq0GwDx8fnJjXh27IjjyJEUTpxI5cSJVD7++DKKAt26ORiSG/36OWFvX/rLKjg4qtglamV1FSFESQJ8teVXy0octGqsbc/cBVk52vKvm0/CphNwIhL+uahtb66Hxg20HhvDOsCQSvTaCA4tJsHiqPUkKZhgEUKIm+XPvTGDsyX2Onuf1rShHjuIZwcJHLlpZZTmhpVRnOiAPRYVTELIsrBC1HySzBC1Vv4EooGBoShK4bHjxU0gWhxnZ2tGjXJj1CgtuREXl83OnfFs3x7H9u1xnD6dxsGDyRw8mMzChZewtFTo3duRAQOcGTjQhdtvd8TGRmeoLzg4isDA0CLJlWvXMgkMDC1zHhAhRN2ls6jY8qs2VjCwnbYtDIAr8f8lNv48DTEpsGKvtlko0Nv7v14b3bxK77URHKoNfbk5T3wtUTseNEUSGkKI0uXPvXFzQqHxTQmFSTRhEk0KrYyyjyQuk8m3RPAtETTCCv8biY3uOGBVxrSA24hnBmdlWVghajhJZohaLX8C0eJ6QixeXPGeEC4u1owZ486YMdp1ERGZ7NgRx/bt8WzbFsflyxn8/XcCf/+dwLvvXsDW1oJ+/ZwYMMCF/v2dmTr1ZLG9RFRVS7BMm3aKUaPcZMiJEMLomjnD4/20LTtX67Wx6cR/vTb2XNK2WRu0XhtDfWB4x6K9NvR5Wo+M0pZUnBak9SSRISdCiNJUZO6N/JVRAnAjlVz+JpHtJPA3iVwnh7VEs5Zo7NFxJ070x4m+OGKHrlA9elQWEibLwgpRC0gyQ9R6lZ1AtDyaNLFl4sSmTJzYFIBLl9INvTa2b48nKiqLP/+M488/48qsS1UhPDyTkJD4Cs8PIoQQFWFtCQPaaltJvTa+36dtFgrc0RJGdIThHSAurfDQkpupQHiCNiSmIj1JhBB1U2Xm3rDHkqG4MhRXssljH0nsIIGdJBBPDhuJZSOx2KBwO44MwIk7ccIRK0JJLtQT5GYFl4Wt7JwgQgjzkGSGqBMqM4FoZbRoUY9HH63Ho496oaoqp0+nsW2bltzYvPk6GRmlraquKe8qLEIIYSw399r4+wJsLNBrY/cFbXv1V3CuV746I5NMG7MQQgBYY0E/nOiHE6+hcpQUtpPADuK5RhZ/kcBfJKADut2YeLQ8rpNj2sCFELdMkhlCmIiiKPj42OPjY8+zzzZn27ZYBg3aX+Z1v/4ajYuLFX5+ztjZ6cosL4QQxmRtCf3batvCAAiL05Iavx+H7WcgPr189XjIF5pCCDPToeCLA7448ALNOEs6O4hnOwmcI539JJe7rkZUfLU6IYR5STJDCDPx93cpdXWVfD/+GMWPP0ZhY2NB375ODB3qytChrnTu3ABFkbGbQgjz8naBp+7UtoxsLaEx7mtILbmXNo3stQlFjU2vwl/nFK6nyVKwQojSKSi0pT5tqc+TeHGVTLYTz3biOUJqKddpk5D64mC+YIUQlSIfAYQwk/zVVeC/1VTyKUr+BKDN+d//mtK0qQ1ZWXls3x7Hyy+foWvXv2nSZAeTJx9l1aoIrl+XoShCCPOzs4YRneC7ydoH/pLSq9dTwe0VuH8ZfPevNgfHrfr5iMLjfw1h8CeWTFgO/ReD9xvayipCCFEWT2yZRBO+pSOzaFFiORVoTT1CSSa32GlCb50elQMk8YcSzyUXK/QmehwhajvpmSGEGZV3dRVVVTlzJo0tW2L5449Ydu7UJhNdseIaK1ZcQ1GgWzcHhg5txNChrvTp44iVVcVzk3q9apKJUYUQtVuAr7b86tS1hScDdakPXZrCiSiIToagUG1Tbiz9OqIj3NMRungWTeqWJjgUxn2jQ71pVQJZClYIURn34YYDVkWWhc23m0R2k4gjltyFEwNxphcNsTHC98DbiP/vcS2Bfs5sUo8xkxayHKwQFSTJDCHMrDyrqyiKQrt29rRrZ8/zz3uTlaXn778T+eOP6/zxRyxHjqRw8GAyBw8mM3fuBeztdQwY4GIYktKsWdmTWwUHRxWbVFmypOJL1goh6p4AX2351ZDz2mSfBYd95OXBwSuw4ThsOAaHwuHfS9r25npo6qglNe7ppK2oUq+UJqvwUrCFMyCyFKwQorKKWxbWB3v231gZ5S8SSCSXX7nOr1yn3o2JRgfcmGy0PhWf12wb8czgbJF+GDHkMIOzLKSNJDSEqABJZghRBSq6uoqNjZasGDDAhfnzITIyk61b4/jjj+ts2RJLbGwOv/0Ww2+/xQDQqlU92rXTYWkZx8CBjbC1LfyGGxwcRWBgaJG5O65dyyQwMJSgIF9JaAghyqSzKH75VQsL6OmtbW/fo/Wg2Hhcm0R062nt9y92a5utFQxqCyM7awmOJo6F6wo5n9/7o/iuHLIUrBCisopbFtYfZ/xxJheVQySznXh2kEAM2Wwhji3EYY3C7TRkAM7cdWPJ17LoUVlIWPEDSm40bwsJwx8ndCUO4hNCFCTJDCFqIA8PWyZNasqkSU3Jy1MJDU02DEn5++8Ezp9P5/x5HRs2hFKvno4BA5wZNqwRw4c3wsvLjqlTTxU7Camq5s/dcYpRo9xkyIkQwiiaOsKUftqWmQM7z2q9NtYfgyvxN3pwHNfK9mgG93aGkZ204SjlXeJVloIVQhiTJQq9aEgvGjITb06QynYS2E48V8hkF4nsIhEd0B0HBuJMf5xpVMLSr6EkFzukJZ8KRJNNKMlFEixCiOJJMkOIGs7CQqF794Z0796QV1+9jeTkHP74I4Zly0I5caIeERFZbNhwnQ0brgPQrJltoaElN1NVCA/PJCQkvkK9R4QQojxsreDuDtr28Vg4HgG/HdUSG3vD4MAVbZu1AbycoJtX+eqVpWCFEKZigUInGtCJBjyPFxfIYNuNlVHOks4+ktlHMu8TRmfsGYAzA3GmKbaGOq6TU67HKm85IYQkM4SodRwcrBg9ujHW1nqGDevH6dOZbNx4nY0br/PPP4lcuVJyIqOgyEhZMUUIYVqKAp2aatvrwyAqSRuK8tsx2HpKGz4SnpBfOn+GjJvqADydtPk6hBDC1BQUWlGPVtTjCTwJv7Hk6zbiOUYqR25si7hCW+oxEGcG4kKjcgxFAcpdTgghyQwhajVFUejc2YHOnR145ZXbSEzMYfHiS7z99oUyr3VzK3sSUSGEMCb3hvBoX23LyIZtZ7QeGz8dgsT0koe9LQ6UyT+FEFXDC1sm04TJNCGGbLbf6LFxkGTOkM4Z0vmMq3hjS30sSCOv2HoUoDHW+OJg3icgRA0mb/1C1CGOjla8+WZrPD1ty1wWceLEI0yZcoxff40mLS3XPAEKIcQNdtbaaidfTIC4BTDvXj12uqLdr1Vg9u8waz0cukKx8wEJIYQ5NMaacbjzJe3ZSnfeoiV9ccQShTAyS0xk5M8KOgNvmfxTiAqQnhlC1DE6ncKSJT4EBoaiKMV/8Le1tSAqKpuvvrrKV19dxcbGgoEDXbjnnkbcc09jvLzszB+4EKLOsrCAFwfm0SZzIw5tRnAy2pKz0XAiEkIuwLEIbXt3kzbPxqjO2lKtd7UGq4qvniiEELfMGStG05jRNCaFXHaRwDbiCSGBm78iqocFD9OU/jhVSaxC1FSSzBCiDgoIcCcoyJepU08VmgzUy8uWxYt9GDGiEX/9Fc+GDddZvz6GsLAMw7wbTz99kq5dG3DvvW6MGtUYX18HlLK6eQghhBHoFLirtcqg9v8di0uFjSfglyOw+aQ2x8Ynf2mbox2M6AgBXWFoe6hvU2WhCyHqsAZYMoJGjKAR6ejZRQJBRHNUTSVHUUlX8viUcH4iioG4MAhnutJAemkIUQZJZghRRwUEuDNqlBshIfFERmbh4WGDn5+zYTnWIUMaMWRII5Ys8eHkyVTWr49h/foY9uxJ5PDhFA4fTuGdd87TrJkto0a5MXq0G35+TlhZyeg1IYT5uNjDQ721LX+ejV+PaiukxKTAyv3aZmelJTQCumrDV5zqVXXkQoi6qB467saVu3ElJTeLTw/tIKlnS3ZbJHGdHNYQxRqicMWKgTgzCBd8JbEhRLEkmSFEHabTKWUuv6ooCh06NKBDhwa88sptxMZms3HjdX79NZrNm2O5ciWTjz++zMcfX8bJyYoRIxoxerQbQ4e6Ym8vTYwQwnzy59m4pxMsHQ//XtJ6bAQfhoux2v4vR8DSAga0hfu6wOgu2sSjQghhbrZY4BOVxXB9C1QLHXtJ4k/i2UE8seTwI9H8SDQuWDEAZwbjTDccJLEhxA3yl4YQokJcXa2ZNKkpkyY1JSNDz59/xvLLLzH89ls0sbE5/PBDBD/8EIGNjQWDB7swerQbI0c2pnFj6d8thDAfnQX0vU3bFtwHR69pSY3gw3A8Arac0ranf4Q7Wmo9Nu7rAi1cqzhwIUSdZI0FfjjhhxNv0KJQYiOOHNYSzVqiccaK/jgxGBe644ClJDZEHSbJDCFEpdnZ6Rg50o2RI93Q6zuyZ08Cv/wSw88/R3HxYgYbNlxnw4brKAr06+fEmDHuBAS4yQSiQgizUhTo4qltb98D52Lg58NaYmNvGPx9QdteXAfdvCDQFwK7QevGVRy4EKJOssKCfjjRDydepwX7SOZP4thBAvHksI4Y1hGDE5YMxJkhuEiPDVEnSTJDCGEUOp1Cv37O9OvnzMKFbTlxIpVffonm119jOHAgiZCQBEJCEpg27RS9ezdkzBh3xoxxp2VLGbguhDCv1o1h5hBtu5rw31CUv87BoXBte+03LfkR6Ktt7dxNH5c+D0LOQ2QSeDQEv1ZaDxMhRN1lhQV9caQvjrxGHgdIZuuNHhsJ5BJEDEHEGObYGIILXWmAhSQ2RB0gyQwhhNEpikLHjg3o2LEBb7zRivDwDIKDo1m3LorduxPYuzeJvXuTmDnzDL6+DowZ48aYMe60a2dvtBj0erXEyU2FECKfpxM8669t11O0yUPXHtImEj1yVdveXA8dPOD+blpio0MT48cRHApT18LVxAKxOcKS+yHA1/iPJ4SoeaywoA+O9MGRV/HmAMn8QVyROTYaY81gnBmMC52xR5HEhqilJJkhhDA5Ly87pk71ZupUb6Kisvj55yjWrYtm5854QkOTCQ1N5o03ztG+vT2Bge4EBrrTsaN9pZd8DQ6OKrLsrKenLUuW+BAQYIavV4UQNVKjBvBYX22LS4XfjkHQIdh6Gk5EwonfYfbv4OP+X4+NTk21YSy3IjgUApeBetPxa4na8aApktAQQhRWMLHxOi34lyS2EMdOEoghm5VEsZIo3LFmCC4MwYX21JfEhqhVpPOiEMKs3N1teOqp5vz5Zy+iogbw1VcdGTasEVZWCidPpvLOO+fp3Hk3HTqE8Pbb5zh9OrVC9QcHRxEYGFookQFw7VomgYGhBAdHGfPpCCFqKRd7eLgP/P4MxMyH7ybByE5gbQmnouDdTdBlLrR/B97+HU5XsmnR52k9Mm5OZMB/x6YFaeWEEKI4VjcmD32XVmyjO4towzBcqIcFUWSzgkge5DijOMKnhHOB9KoOWQijkGSGEKLKuLpa8+ijXmzc2IOYmIGsWNGZUaMaY2NjwalTacyefR4fnxC6dNnN3LkXuHAhrdT69HqVqVNPoRbzV0H+sWnTTqHXF/dngxBCFM+xHky6HX57Cq7Ph5UPa0u62ljC6egbvTXegS7vwdzNcOF6+esOOV94aMnNVCA8QSsnhBBlscYCf5yZS2u20YMPaMMQnLHFgnAy+YprBHKUsRzlG64RQWbZlQpRTckwEyFEteDoaMVDDzXloYeakpSUw6+/xvDjj5Fs2RLL0aMpHD2awuuvn6VHj4Y88IA7Y8d60KxZ4VVRQkLii/TIKEhVITw8k5CQePz9XUz9lIQQtZCDHUzoqW3JGdocGz8e1JZ5PXpN217/DXo0gwe6w9ju0My55Poik8r3uOUtJ4QQ+WyxYCDODMSZdPT8RQKbieUfkjhHOudI52PC6Yw9d+PKEJxxwbqqwxai3CSZIYSodho2tGLSpKZMmtSU+Phsfv45mh9/jGT79ngOHEjiwIEkZsw4Q58+jowb58EDD3jg5mZDZGRWueovbzkhhCiNgx081Fvb4tO05V5/PAjbz8KBK9o242fo0wLG99ASG24OhevwaFi+xypvOSGEKE49dAzDlWG4kkQu24hjM3EcIJmjpHKUVD4gjJ40ZBguDMCZBvKnoqjm5H+oEKJac3bWhqI8+qgX169nsW5dNGvWRLJrVzx79iSyZ08iL7xwmsGDXejWzaHsCgEPDxsTRy2EqGuc68OjfbUtJgXWhWqJjV3nYc8lbZu+Dga1g4k9tWEqDWy15Vc9HbXJPosbAKegrbji18q8z0cIUXs1xJIA3AjAjRiy2Uocm4nlOGnsJYm9JDGPS9yJE8NwpR+OWMnsBKIakmSGEKLGaNTIhiefbMaTTzYjIiKToKAoVq6MYN++JDZvjmXz5lgUhWLnzABtxQFPT1v8/Erp8y2EELeocQN46k5ti0jUlnpddQD2hcEfJ7XNzgru7awlNj4cA+O+1hIXBZuv/DUHFgeCTv6OEEKYQGOsmYgHE/HgKplsJo6NxHKJDLYSz1bicUDHYFwYjitdaYCFrIgiqglJZgghaqQmTWx5/nlvnn/em3Pn0li5MoKVKyM4f774Gbrzl05cvNgHnU7ehIUQ5tHEEaYO0LbzMVpSY+U+OBuj9dz48aDWq2NQOzh8Fa4XWMDJ00lLZMiyrEIIc/DElsdoyqM04QzpbCSWTcQSSw7riGEdMXhgzTBcGY4rt1GvqkMWdZzk+YUQNV7r1vWZPbs1Z8/eyd69fRg+vBEWN7VuFhYKDzzgQffuMvBcCFE1WjWGWcPh9Ftw4BWYPkCbCyM+Dbae1hIZjRvAqM7w3WS49K4kMoQQ5qeg0I76vEBzNtONpfhwL42oj45IsvmGCAI5yjiO8gORxJFd1SGLOkqSGUKIWkNRFHr1cuT333uQnj6E+fPb0LevI7a2Fuj1KmvWROLtvZOBA/fx/ffXSEvLreqQhRB1kKJA92bwUSCEvwd/Pg8P9wEHW22+jV+PwuTv4I4P4LO/IC617DqFEMIUdCj0piFvcxt/0p0FtMYfJyxROEM6H3KZoRzieU6zhTiyyKvqkEUdIskMIUStZGOjY+bM29i9uw+xsQNZsaIzAwZoy7Fu3x7HpElHcXffzqOPHiMkJB61pIk2hBDChHQWMLAdfPMQRM+Hnx6Dezpqx/eFwTM/gserEPAF/HoEsiUHK4SoIrZYMBgXFtGWrXTjVbzphD16IIREXuYcgzjIHC5ymBTUYqc1FsJ4ZM4MIUStV7++JQ891JSHHmrK5csZrFhxjW+/vcrFixl8881VvvnmKi1b2vG//3kyaVJTmje3q+qQhRB1kK0V3N9N22JSYNV+WLEXQsPh5yPa5lJfW+Z1Um/o0fy/+YCEEMKcHLFiLO6MxZ0wMtjAdX4nliiyDfNreGHDCBoxEleaYFvVIYtaSHpmCCHqlObN7XjzzVacP38Xu3b15pFHPLG313HxYgazZp2jRYudDB26n6CgSLKzpaukEKJqNG4A0wbAoVfh6Ovw0iBwd4C4NPjkL+i1ADrNgUXb4HpKVUcrhKjLvLHjWZrxO758iQ8jccUOC8LJYilXGcFhnuAkG4klU4ahCCOSZIYQok5SFAU/P2e+/roTUVEDWLGiM/37O6OqsGVLLPfffxgvrx3MnHmas2fTqjpcIUQd1qkpLAzQ5tfY/CxM6Kn14jgRCS+sg6avQeAy2Hgc9PJ3ghCiilig0JOGvEMrttGdd7mNXjigAPtI5nXOM5iDvMdFTpAqw1DELZNkhhCizssfhrJ9e2/On7+TV19tibu7DTEx2SxceIm2bXfRv/9eVq2KIDNTX9XhCiHqKEsdDG0PKx+GyHnw+Tjo0Qxy9LAuFEZ8Bs3fgNd/hQvXjfvY+jzYeRZW79d+StJECFEaO3TcQyO+oD0b8OVJPGmCDanoCSKGBznO2BurocSTU9XhihpKkhlCCFHAbbfVZ+7ctly54s/PP3czLPO6c2c8EyceoWnTHUybdpJTp8q/vIBer7JzZxyrV0ewc2ccer18EyGEuDWO9eDJO2H/K3DkNZjaX5tP41oizP0DWr0F/ovgh72QcYurJgaHgvcb0H8xTFiu/fR+QzsuhBBlaYINT+DJerryBT4MxxUbFM6TYVgN5UXOEkICeumtISpAkhlCCFEMKysLRo924/ffexAW5s/s2a3w8rIlPj6HJUsu0759CEOHHmTPHoXc3JK/ogwOjsLbeyf9++9jwoQj9O+/D2/vnQQHR5nx2QgharPOnrD4frg2V1sN5e722sSgf52Dh77ThqG8EASnK9HsBIdqQ1iuJhY+fi1ROy4JDSFEeVmg0IuGvEcrttKd12hBB+qTi8p24nmeM9xDKF9wlSiyqjpcUQNIMkMIIcrg5WXHW2+15tIlfzZu7MGoUY2xsIAdOxKYP9+K1q3/5t13zxMVVfiNNzg4isDAUK5ezSx0/Nq1TAIDQyWhIYQwKpsbq6FsehYuvwvv3APNnCEhHRZtB593tN4aaw5AVjl6devzYOpaiv2eNP/YtCAZciKEqLgGWHI/bvxAJ9bSmYm40xBLosi+MWloKFM5zV8kkHuLvTX0qFxyseIPJZ4DJEnvj1pEkhmVkJ6ezqZNm5gzZw4BAQE0b94cRVFQFIXZs2ffUt2zZ8821FXadv78eeM8GSFEuel0CsOGNeKXX7pz8aI/M2d607ChyrVrWcyadY5mzXYwfvxhdu+OJzc3j6lTT6EW836Zf2zatFMy5EQIYRJezvDmcLj4Dvz+NNzbGSxu9NYY/w14vg4zg+F8TMl1hJwv2iOjIBUIT9DKCSFEZbWiHi/hzR90Yy6t6IEDecAuEpnGGYZziM8IJ6ISvTW2Ec8oy2N818+ZNy0vMYVTjCCUbcQb/4kIs7Os6gBqon379jF8+HCTPoaVlRXOzs4lnre0lH86IapS8+Z2zJnTip49z5KW5ssXX1xjz55E1qyJZM2aSFq2tCvSI6MgVYXw8ExCQuLx93cxY+RCiLpEZwHDO2pbeDx8/Q989Y82TGThn9o2qB08cyeM7Fz42sik8j1GecsJIURpbLBgGK4Mw5UwMviZGH7jOtfJYRnX+Ipr3IEjY3GjL47oUEqtbxvxzOBskX4YMWQzg7MspA0DKfnvLVH9Gf0v4oSEBH766SeOHj1KamoqDRs2pGXLlvj4+NC1a1fc3NyM/ZBVwsnJiW7duhm26dOnExVlvC7jd9xxBzt37jRafUII07CyggkTPJg8uRmhoUl89tkVVq6M4OLFjHJdHxkpY0KFEObh5Qyz74E3hsHvx+GL3bD5JPx5WtuaO8PjfS3wyrYCwKNh+eotbzkhhCgvb+yYTnOewYudJLCOaPaRzN8k8jeJNMGGQBozisY4Y1Xkej0qCwnTEhk35TzUG4cWEoY/TmUmRUT1ZdRkxrp163jkkUdITS15lv/GjRvTtWtXunbtiq+vL127dqVNmzbGDMPk/Pz8iI8v3DXplVdeqaJohBDVha9vQ5Yt68SCBe147bUzLF0aXuY1Hh42ZohMCCH+Y6mDUV20LSwOlobAsr/hcjy8vl6HtcVQtqUrPOsPno5aL47iBsQpgKcT+LUya/hCiDrEGguG4MIQXLhCJuuI5leuE0EW/0c4n3OVIbgwFjc6YY9yIzERSjLRlLyUkwpEk00oyfRAMrI1ldGSGaGhoUyYMIGcnNJnlIqOjmbLli1s2bLFcKxevXp06tTJkOTo2rUrvXr1MlZoRqfT6ao6BCFENebkZMUnn3Rgw4YYrl4tueeFl5ctfn7SvVEIUXW8XeD90fDWcFhzEP5vh8rhqzq+2wvf7YW2bv99i1kwoZH/PebiQG0oixBCmFozbJlOc57Ciy3E8iPRnCSN34nld2JpRz3G4s7duHCdcsxyDOUuJ6onoyUzFixYQE5ODoqioKoqd9xxB35+flhYWHD27FlOnDjBuXPn0Ov1qDfNiJeWlsbevXvZu3cvAIqikJuba6zQhBDC7HQ6hSVL2hMYqK1bWNJEoCtXRjB+vAdWVvLXgBCi6thZw8N9YGL3XBat3kNoTj/WHbbgTLR2XlEKt2OeTloiI8C3auIVQtRdtlhwL425l8acIJUfieIP4jhNOu9wkcVcpk85e1s0KmaIiqg5jJbMCAkJQVG0PP0rr7zC3Llzi5TJyMjg6NGjHD58mNDQUA4fPsyxY8fIyMgokuCo606cOEHHjh25cOECOp2Opk2bcuedd/L000/j6yufHISoCQIC3AkK8mXq1FOFJgNt0EBHbq7K1auZTJ58lDffPMuLL7bgsce8qFdPen4JIaqOokA7xwReGK5n0f0WfLlbG4YSlaydt9Zpk4m+PwrauldtrEII0QF73qEVL9CcX7nOWqK5RhZ/lLFaiQI0xhpfHMwTqDAJoyUzYmNjUVUVZ2dn3n777WLL2NnZ0bt3b3r37m04lpeXx5kzZwzJjdDQUI4cOWKssGqs2NhY4uPjcXR0JDk5mbNnz3L27Fm+/vprXnvtNebMmVNmHVlZWWRl/dfFPTlZ+ySSk5NT5nAgU8p/7KqMobaTe2we5bnPI0e6MHx4X3bvTiAyMhsPD2v69XMiNVXPsmVXWbLkCleuZDJ16ineffc8zzzjxVNPeeHsLN8UQNF7fHO7lpCQYDgv7VrtJvfYPAreZ9d68NoQeGkA/HhIYclOHUevKfxyBH49qjKyo8q0/nn0bamiyPx55Sbtmsgn99h46gMTaMQDuPK3ksRqixgOWqQUX1jVhs29oPckT80lz5yB1lJl/V821f9xRTVSlwhPT08iIyPp06cPu3fvNkaVNYq3tzeXL1/mrbfeYvbs2ZWuZ+XKlURERDBq1ChatGiBlZUV2dnZ7Ny5k9dee42DBw8C8MEHH/Diiy+WWtfs2bOLTSytWrWKevXqVTpGIYTxZGfDjh0WBAfriI7W/hqwtVUZMiSP0aP1lLJCc520evVqfvzxxyLHpV0TwvRUFY7Fu/Jr2G0cjP2vW0YrhwRGeV/gDrcIdBbS07aipF0TwjSiHCz5o4M9lxpZUzDjapOTx93HUvANzyzlamFM6enpTJgwgaSkJBwcjNcbxmjJjLvuuouQkBDuuOMOSWbcQjKjNJmZmdx5553s378fe3t7rl69SsOGJY8HK65nhpeXF7GxsUb9T1RROTk5bN26lcGDB2NlJd8+m4LcY/Mw5n3Ozc0jODiGBQvCOHpUWxHKxsaCKVOa8tJL3jRpUjdXPbn5Ht/crkVERNC5c2dp1+oAucfmUd77fCoKPv7Lgh/2W5CZo/2R0NJF5YUBeUzqnYet/BOVSNo1kU/usXlE5qTz1vVDnG9Wn1RF64dhoyrcm+fKhDw3mlI3P2MZU1n/l5OTk3F1dTV6MsNow0zGjBlDSEgIp0+fRlVVw/wZwnhsbW2ZO3cugwcPJjU1lW3bthEQEFBieRsbG2xsir44raysqkWDWV3iqM3kHpuHMe6zlRVMnOjFhAme/PFHLO+9d4HduxP45JNwvvrqGk884cXLL7fEw8PWSFHXLPn32MrKCnt7e8PxjIyMQuerWnWJozaTe2weZd3nzl6w7EGYOwo+2wWf/AUX4xSeXatjzh86XhgIT/pBg7rZZJWLtGsin9xj0/KgHqMPJzO4yR3stErheyI4raSzVneddbrrDMKZSTShA/ZlVyZKVdL/ZVP9/zba9PkTJkzA3t6ehIQENm7caKxqxU369Olj2L948WIVRiKEMAVFUbj77kbs2tWbP//sSd++TmRm5rFkyWVatvyL6dNPERkp3SKFENVDowbw1ggIexeW3A9eTtpkoTN/hmavw5vrITa1qqMUQgiwwoLhuLKKTizFhztoSB6whXge5DiPc5LdJKAiw+VqigolM7799luOHDlS7LKprq6uzJs3D1VVmTlzJunp6UYLUggh6hpFURg40JWQkN5s3dqTO+5wJDMzj8WLw2jZ8i9eeOEUsbHZxV6r16vs3BnH6tUR7NwZh14vb8pCCNOqbwPP94fzb8Pyh6CtGyRmwJxNWlJj2lqITKrqKIUQAhQUetOQT/FhDZ0YgSuWKOwnmec4w1iO8jvXyZWkRrVXoWTGI488Qrdu3WjQoAE9e/bk8ccfZ+nSpezbt4/MzEyeeeYZJk+ezKlTpxgzZowkNEzg33//Ney3aNGiCiMRQpiDoigMGuTK7t23s2VLT/r00ZIaixaF0bLlTubMOU9a2n8J5uDgKLy9d9K//z4mTDhC//778PbeSXBwVBU+CyFEXWFtCf/rAyfehKAp0L0ZZOTAkh3QchZMD4KoUpIa+jzYeRZW79d+6mWZASGECbWlPnNoxW90ZSLu1MOC82TwBhcI4DA/E0OOrHdSbVVqmElWVhaHDh3i66+/5plnnqFPnz44ODjQqVMncnNzcXV1ZcuWLXTv3p0tW7YYO+Zaq6y5WLOysnj99dcBqF+/PgMHDjRHWEKIakBRFAYPduXvv29n8+YedOvmQEqKnjffPEerVrtYuvQKP/0USWBgKFevFh6Gcu1aJoGBoZLQEEKYjc4CxvjC/pfhj2fhjpaQmQOLt0OLWfBCEEQnF74mOBS834D+i2HCcu2n9xvacSGEMCUPbHgJbzbRjWfwwhFLwsniHS5yL4f5kSiyJKlR7VQomdG/f3+cb6wTqKpqoS03N5eTJ0+yatUq4uLiADhz5gzDhg2jffv2zJw5k19//ZXLly8b/1lUgYSEBGJjYw1bXp72nzs9Pb3Q8dTUwgNFZ8+ejaIoKIpCWFhYoXO7du1i0KBB/PDDD1y9etVwPCcnh23btuHn58fevXsBmDVrFo6OjiZ9jkKI6kdRFIYObcT+/XewenUXWra0Iyoqi6eeOsHEiUcoLieaf2zatFMy5EQIYVaKAkPaw+4XtaTG7S20pMai7dDiTXhpHcSkaAmLwGVwNbHw9dcSteOS0BBCmIMDljxGU37HlxdojitWRJHN+4RxD6F8TyQZ6Ks6THFDhVYz2bZtGwDh4eGEhoZy+PBhQkNDCQ0N5cqVK4V6FuT/wa6qKmfOnOHMmTN8+OGHADRs2JAuXbrQtWtXfH196dq1K+3bt8fS0miLq5icr69vsYmZhQsXsnDhQsPvkydP5ttvvy1Xnaqqsm3bNsN9trOzo379+iQlJZGTkwOAhYUFr7zyCjNnzrz1JyGEqLEsLBTGjWtCQIA7X34ZzhtvnCUpqeh8RvlUFcLDMwkJicff38WMkQohxH9JjcE+sOUUvLUB9obBh9u01VAsLSh2dLoKKMC0IBjVRevxIYQQplYPHQ/hwVjc+JUYlhNBFNl8xGW+4RoP04T7ccMOXVWHWqdVKnvg5eWFl5cX9957r+FYQkJCoeRGaGgoZ86cQa/XFxk+kZiYyK5du9i1a5fhmJWVFe3bt6dr16507dqV559/vpJPqebq1KkTH3zwAXv27OHYsWPExsaSmJhIvXr1aN++PX5+fjz++ON06tSpqkMVQlQT1tYWPPtsc+rVs+DRR4+XWT4yMssMUQkhRPEUBYa2hyE+sPmkltTYX0anXRUIT4CQ8+DfxixhCiEEADZYMBZ37qMxvxPLN1wjnCwWcYXvieQRmjKGxlgbb5FQUQFG6wrh5ORE//796d+/v+FYZmYmx44dMyQ3Dh8+zNGjR8nIyCiS4MjOzubIkSMcOXKE7777rtonM24eIlJes2fPZvbs2cWec3Fx4cUXX6x8UEKIOqtly3rlKufhYWPiSIQQomyKAsM6wN3t4aVg+Ghb2dfIaihCiKpihQWjacw9NGIj1/mCa0SQxQLCWEEEU2jKSBphJUkNszLpuA5bW1t69uxJz549Dcfy8vI4c+ZMoWEqhw8fJi4uzpDgUBTFlGEJIUSt4+fnjKenLdeuZRY7bwaAi4sV/fo5mTcwIYQohaLAyE7lS2Z4NDR9PEIIURpLFO6lMcNw5Reu8xXXiCKbd7nEciJ4HE+G44oO+XvWHMw+SYWFhQU+Pj74+PgwYcIEw/Hw8PBCw1SEEEKUn06nsGSJD4GBoSgKxSY04uJyuPfeQ3z6aXtatChfTw4hhDA1v1bg6ahN9lnSFMXuDlo5IYSoDqyw4H7cuJdGrCOar4ngKlnM4gIriGAqzeiLI0qBpIYelVCSuU4OjbDCFwdJetyiatMPxsvLi5EjRzJr1ix+/vnnqg5HCCFqnIAAd4KCfGna1LbQcU9PGwID3bC2Vti06TodOoSwcOFFcnJkiTEhRNXTWcCS+7X9kj7WRyfD8z9BbGoJBYQQogrYYMEEPNhAV57DiwboOE8Gz3GGJznFKdIA2EY8IwhlCqd4jfNM4RQjCGUb8VX8DGq2CiczZsyYwa5duwxLkQohhKg+AgLcCQvzZ8eOXqxa1YUdO3oRFtaftWu7cfRoP/z9ncnIyGPmzDP07PkP+/YlVnXIQghBgC8ETYGmjoWPezhoy7mqaKuetH4L/m8H5MjKiEKIasQOHY/QlPX48hAeWKGwj2QmcIxHOcFLnCWa7ELXxJDNDM5KQuMWVDiZ8eGHH9K/f38aNWrEhAkTWL16NYmJiSYITQghRGXodAr+/i6MH98Ef38XdDrtu862be3Zvr0Xy5d3wtnZiiNHUrj99j0899xJUlNLXtZVCCHMIcAXwubAjmmw6mHtZ/hc2DND2+/cFBIzYOpa6PIebD1VxQELIcRNGmLJCzTnZ7owDBcADpFSbNn8YXULCUNf4iA7UZpKDTNRVZWEhAR+/PFHHnzwQRo3boy/vz8ffPABZ86cMXaMQgghjERRFP73P09On/bjoYeaoKrwySeX6dJlN7t3yzcDQoiqpbPQll8d31P7qbvxSdW/DRx6Fb6YAK72cCoKhnwME76BKFnlRAhRzTTFlrm05jW8Sy2nAtFkE0qyWeKqbSqczFizZg0PPvggLi4uqKqKqqrk5uYSEhLCyy+/TPv27WndujUvvPAC27dvR6+XfoBCCFHdNGpkw4oVXdi6tSfNmtly8WIGd965lxkzTpOZKe22EKL60VnA4/3g3Gx43h8sFFh9ANq9A0t3gYyAFkJUN/blXG/jOjkmjqR2qnAyY+zYsaxYsYLo6OhCCYz8xIaqqly8eJElS5YwePBgXF1deeCBB/jhhx+Ij5dv/YQQojoZNMiVo0f78fDDTVFV+OCDS/To8Q+HDslXnUKI6smxHiwZC/tehu7NICkDnloDfT+Eo1erOjohhPhPI6yMWk4UVunVTCwsLOjbty/z5s3j+PHjhRIYVlZWhsRGUlISQUFBTJ48GTc3N/z8/Jg/fz4nT5405vMQQghRSQ0bWvHNN5357bduuLlZc+JEKr1772Hu3Avk5ckYTiFE9dS9Geydqa2E0sAW/r0E3d6HV3+BLPmSUwhRDfjigBvWpS7AqgAXyCBP5s2oMKMtzert7c1zzz3HH3/8QWxsrCGB0bhxY0NiQ6/X888///Daa6/RqVMnWrZsyfPPP8/WrVvJyZF3HSGEqEojR7px/LgfgYHu5OaqvP76WYYNO8D161lVHZoQQhRLZwHP94dTs2CML+jz4P0t0P19OHilqqMTQtR1OhRm3Jg3o6SEhgq8TxiPcpILpJsrtFrBaMmMguzt7QkICGD58uVERkYWSmAUHI5y+fJlPv30U+6++25cXV0JDAzk22+/5fr166YISwghRBlcXa356aeufP11R+zsLNiyJZauXf9m1y4ZJiiEqL6aOsKPj8I794CDLZyIhF7z4a0NkC2LNQkhqtBAnFlIGxpjXei4G9YsoDUzaI4dFhwmhXEcYynhZCOTAJWHSZIZBSmKwu23386cOXM4cuQIly9f5pNPPuHuu+/G2trakNhISUnh559/5tFHH8XDw4M+ffowd+5cjh49auoQhRBC3KDXq/z1Vzx2djo+/bQ9bdvWIyIii/799zJvngw7EUJUT8Gh4P0GzNoAyZnasTwV3tkIvRfIXBpCiKo1EGd+x5dl+DCXVizDh9/xZTAuTMCDdXThThzJReULrjGOoxySFU7KZPJkxs28vLx4+umn2bhxI3FxcYYEhru7uyGxkZeXx759+3jzzTfx9fXl/fffN3eYQghR5wQHR+HtvZP+/fcxYcIRHnnkOKmpeu6804m8PHjttbOMHn2IlBT5mlMIUX0Eh0LgMriaWPz5w1ehx3xYvB1UyccKIaqIDoUeNGQYrvSgIboCA088sGExbVlAa1yw4hKZPMpJFhBGBrLKXEnMnswoqF69eowaNYply5YRERFRKIGRn9gAyM7OrsowhRCi1gsOjiIwMJSrVzMLHY+IyCIkJIGnnvLCxsaC9etj6Nv3X8LCZEynEKLq6fNg6lpKnDZPAWytIEcP04Ng1FKISzVnhEIIUT4KCoNxIZguBNAYgNVEMYFjnEAaruIYLZnx0EMPERkZeUt19OjRg7fffpuDBw9y9epVli5dyvDhw6lXr56RohRCCHEzvV5l6tRTxX5jmX9sw4brbN/eC3d3G44dS6FXrz3s3i3zaAghqlbI+ZJ7ZICW5MjM0SYJtbaE9ceg61zYfd5cEQohRMU4YMmbtOQT2uGKFWFkMpnjLCWcHJlLoxCjJTNWrlxJmzZteO+998jKuvWZ75s0acLjjz/O+vXreemll4wQoRBCiOKEhMQX6ZFRkKpCeHgm2dl57NvXB19fB65fz2bAgH18+60MRBdCVJ3IpPKVu90b/p0BrRtryQ//xfDeJsiTvwuEENVUXxwJogtDcEEPfME1JnOCS2RUdWjVhlGHmaSnpzNr1izatWtHUFCQMasWQghhIpGR5UtAR0Zm4eVlR0hIb8aMcSMnR+Xhh4/x/vsXTByhEEIUz6Nh+cv5esHBV+ChXtrwlDfWQ8CXkFJyLlcIIapUQyyZT2vm0QoHdJwijYkc43dk9U8wYjJj8uTJAIYlVx944AH8/f05cuSIsR5CCCGECXh42FSoXP36lvz0ky8vv9wSgFdfPcvLL582zHMkhBDm4tcKPB0pMI1eYQrg5aSVA2hgCyv+B988BDaW8OtR6LMQLsjfBUKIauxuXFlLF3rhQAZ5vMEF3uEimXV82InRkhnLly/n33//pXfv3oCW1AgJCaFHjx488cQTXL8u7xJCCFEd+fk54+lpi1LCXwOKAl5etvj5ORuOWVgovP9+WxYsaAvAggWXeOKJE+j1ktAQQpiPzgKW3K/t39yE5f++OFArV9DDfeCv6VqPjROR0HM+/Hna1NEKIUTlNcaaz/DhCZqiAD8TwySOE1aHh50YdZhJz5492bNnD9999x1NmjRBVVX0ej1fffUVbdq04aOPPiI3V5b0E0KI6kSnU1iyxAegSEIj//fFi33Q6YpmO2bMaMmyZR2xsIBly8KZOPEIubl1+1sCIYR5BfhC0BRo6lj4uKeTdjzAt/jrereAAy9DL29ISIehH8MnO00crBBC3AIdCk/ixWf44IwV50hnIsfYSlxVh1YlTLI060MPPcSZM2d4+eWXsbGxQVVVkpKSmDFjBh07dmTjxo2meFghhBCVFBDgTlCQL02b2hY67ulpS1CQLwEB7iVe+9hjXvz4Y1esrBR+/DGSRx89Tl6e9NAQQphPgC+EzYEd02DVw9rPS++WnMjI18RR66ExqTfkqfDcT/DarxS7upMQQlQXt9OQNXSiOw1IJ4+ZnGMp4eSVuFB17WSSZAZA/fr1mTdvHidOnGDkyJGANvTk7NmzjBw5kmHDhnHmzBlTPbwQQogKCghwJyzMnx07erFqVRd27OjFpUv+pSYy8gUGerB2rS86ncKKFdd4/vmTMoeGEMKsdBbg3wbG99R+3jy0pCS2VvDtJJijfVxl3h8wZSXk6k0XqxBC3KpGWLOU9jyIB6CtdvIK58ig7jReJktm5GvZsiW//vormzdvxsdH68asqipbtmyhc+fOTJ8+ncTERFOHIYQQohx0OgV/fxfGj2+Cv79LsUNLSjJqlBvffdcJRYFPP73C66+fNWGkQghhPIoCrw+DLyeAhQJf/wNjlkFGdlVHJoQQJbNE4UWaM4uWWKKwlXge5SQx1I3Gy+TJjHxDhgzh6NGjfPTRRzg6OqKqKjk5Ofzf//0frVu3ZunSpfItnhBC1HATJzbl8887ADBv3kUWL75UxREJIUT5TekH66ZoK538dhSGfQpp5Vu9Wgghqsx9NGYpPjhiaVi+9TzpVR2WyZktmQGg0+mYNm0aZ8+e5bHHHsPCwgJVVYmLi+OZZ56ha9eu7Nixw5whCSGEMLInnmjG/PnaKicvvniaP/6Q1ayEEDXH6K6w5TlwsIW/zsG9S6WHhhCietGjcoAkNhHLAZLQo9IdB36gIy2xI5YcHuUER0mp6lBNyqzJjHyurq58+eWXHDhwgH79+gHa0JNjx44xaNAgxowZw8WLF6siNCGEEEYwY0YLHnnEk7w8eOCBw5w9m1bVIQkhRLnd2Ro2Pwv2NrD9DAR8CVk5VR2VEELANuIZQShTOMVrnGcKpxhBKNuIpym2fEMHOmFPMnqe4BT/kljVIZuM2ZMZOTk57Nu3j08//ZRFixYRHR0NgKIoKIqCqqr88ssvdOjQgTfeeIPMzExzhyiEEOIWKYrCZ5+15447HElKyuXeew+SlCR/CQghqp4+D3aehdX7tZ/6ElaT7tMSfn8a6lnD5pNw/1eQnWveWIUQoqBtxDODs0TfNCdGDNnM4CzbiKchlnyBD31oSCZ5PMeZWrt0q6WpH+D06dPs27fPsB09epScnMIfaPOTGPlUVSUrK4t58+axatUqvvjiCwYPHmzqUIUQQpRBr1cJCYknMjILDw8b/PycS5wk1MZGx7p13ejZ8x/OnEnjsceO89NPXVGU8k8qKoQQxhQcClPXwtXE/455OsKS+4tfxvXO1rD+KRjxGaw/pq1y8u0kbcJQIYQwJz0qCwkrdvFVFVCAhYThjxN26FhMW97gPFuJ5xXOoQCDcDFv0CZm1GRGREREocTFgQMHSEkpPE6nuEk+LSws6NixI3369KF3795s376d1atXk5eXR1hYGHfffTfTp09n4cKF8iFYCCGqSHBwFFOnnuLq1f96zHl62rJkiU+Jy7e6u9sQHOzLHXf8S1BQFKtWRTBxYlNzhSyEEAbBoRC4jCJ/CFxL1I4HTSk+oTGgLQQ/DiM/hxV7oa0bvHa3OSIWQoj/hJJcpEdGQSoQTTahJNODhlhjwTxaY8dFfuM6r3IeGyzww8l8QZuY0YaZeHp64uXlxZgxY5g/fz47duwgOTkZVVULbQBOTk4MGzaMd955h61bt5KYmMiRI0dYunQpDz/8MN9//z1Hjx5l6NChgJYAWbRoEePGjTNWuEIIISogODiKwMDQQokMgGvXMgkMDCU4OKrEa3v2dGTWrFYAPPPMScLDM0waqxBC3Eyfp/XIKOkbTYBpQSUPORnWAT4eq+2//husPWSKKIUQomTXKd9w3YLldCjMoiVDcCEXlRmc5QBJpgrR7IyWzIiIiAAokriwsLCgQ4cOPPbYY3z99decOnWKuLg4fv/9d9544w0GDhyIvb19kfrat2/Ppk2bWL58Oba2tqiqSlBQED///LOxQhZCCFEOer3K1KmnKG717Pxj06adQq8veXntV19tSa9eDUlKyuXhh4/JUtxCCLMKOV94aMnNVCA8QStXkqfuhKn9tf1J38H+MCMGKIQQZWiEVaXK6VCYw23ciRNZqDzPGY7VklVOjDoBqKqqODo6MnToUGbPns0ff/xBfHw8x44d48svv+Thhx+mbdu2Fapz8uTJfP3114bfly5dasyQhRBClCEkJL5Ij4yCVBXCwzMJCYkvsYylpQXff98FOzsLtm2LY82aSFOEKoQQxYos5xeRZZX7cAyM6AiZOTD2a0iSjmZCCDPxxQE3rClp0gUFcMMaXxyKnLPCggW0pjcNySCPaZwlkiyTxmsORktmLFu2jBMnThAfH8+mTZuYNWsWgwcPxsGh6M2sqPHjx9OyZUtUVeXUqVNGiFYIIUR5RUaW782urHJt2tTntdduA+CVV86QkaG/5diEEKI8PBoap5zOAlY9DC1cICwOnlxNsb3WhBDC2HQozMAboEhCI//3GXijKyHdYYMFH9GGttQjnhymcYZ0avZnMaMlMx599FF8fHyMVV0R7dq1AyAyUr7NE0IIc/LwsDFauRdfbIGXly1XrmSyaFHYLUYmhBDl49dKW7WktG80vZy0cmVxsINVj2iJjTUH4Pu9RgxUCCFKMRBnFtKGxlgXOt4YaxbShoE4l3p9PXQsoi3OWHGWdN7kAnnFziZUMxh1mIkpWVlpY3/y8kqYmUkIIYRJ+Pk54+lpW+JShIoCXl62+PmV/gYKYGenY968NgDMm3eB6Oia38VRCFH96Sy05Veh5G80Fwdq5crj9hbw9ght/5kf4VKsMaIUQoiyDcSZ3/FlGT7MpRXL8OF3fMtMZOTzwIYPaYMVCtuJZxnXTByx6dSYZMaTTz7Js88+S9++fas6FCGEqFN0OoUlS7SedzcnNPJ/X7zYB52ufEtnjx/fhB49GpKaqufzz68YM1QhhChRgK+2/GpTx8LHPZ1KXpa1NK8MhTtbQWqWthKKEEKYiw6FHjRkGK70oGGJQ0tK0pUGvEELAL7kKkdq6ISgNSaZMXToUP7v//6PXbt2VXUoQghR5wQEuBMU5EvTpraFjnt62hIU5EtAgHu567KwUJgxQ3sD/eyzK2Rm1uzxmkKImiPAF8LmwI5p2twXO6bBpXcrnsgArRfH0vFgaQG/HYWNx40drRBCmM69NGYEruQBb3CetBo4f0aNSWYIIYSoWgEB7oSF+bNjRy9WrerCjh29uHTJv0KJjP/qcsPLy5br17NZvVrmQhJCmI/OAvzbwPie2s/yDi0pjo8HTBug7U9dC1k5xolRCCHM4WW8cceaq2SxkLCqDqfCJJkhhBCi3HQ6BX9/F8aPb4K/v0u5h5bczNLSgueeaw7AJ59cNmaIQghhVrOGa6ugnL8OH++s6miEEKL8GmDJu7RCAX7lOn+TWNUhVYgkM4QQQlSJRx7xRKdTOHQomUuX0qs6HCGEqJQGtjBnpLb/4TbIlN4ZQogapAcOTEDrZfsBYeRQcxbckGSGEEKIKuHiYs2ddzoB8Msv0VUcjRBCVN6DvbSlX6OSZalWIUTN8wSeOGFJGJn8RM35TCbJDCGEEFVm9Gg3QJIZQoiazdoSXhio7S/YCvqa88WmEELQAEuepRkAS7lKPDWji5kkMyohPT2dTZs2MWfOHAICAmjevDmKoqAoCrNnzzbKY0RHR/Piiy/Stm1b7OzscHZ2xs/Pj6+++gpVVY3yGEIIURl6vcrOnXGsXh3Bzp1x6PWVb5Pykxm7dyeQkpJrrBCFEMLspvQFp3ra3BlbTlV1NEIIUTGjaEQ76pGKnhVEVHU45WJZ1QHURPv27WP48OEmq//gwYMMHTqUuLg4AOzt7UlJSWH37t3s3r2btWvX8ttvv2FjY2OyGIQQojjBwVFMnXqKq1czDcc8PW1ZssSnUquaNGtmh6enLVevZnLkSDL9+jkbM1whhKgwfR6EnIfIJG1iT79W5VvxxN4WJvaET/6CNQdgWAfTxyqEEMaiQ+EpvJjKGdYRw2M0xb6apwukZ0YlOTk5MXDgQGbMmMHq1atxd6/4h/jiJCUlcc899xAXF0e7du3Yv38/KSkppKWl8cknn2BlZcWWLVuYPn26UR5PCCHKKzg4isDA0EKJDIBr1zIJDAwlODiqUvV27doAgNDQ5FuOUQghbkVwKHi/Af0Xw4Tl2k/vN7Tj5TGuh/bz5yMyEagQoubphyPe2JKKnl+4XtXhlEmSGZXg5+dHfHw8f/75JwsWLGDcuHFG6yXxwQcfEBUVhZ2dHRs3bqRHD+1d0drammeeeYa3334bgC+//JKzZ88a5TGFEKIser3K1KmnKG6UW/6xadNOVWrIia+vAwCHD6fcSohCCHFLgkMhcBlcTSx8/Fqidrw8CY0+LcDLCVIyYdMJU0QphBCmY4HCQ3gAsJJIcqne0xtIMqMSdDqdyepesWIFAOPGjaNFixZFzj/33HPY29uj1+tZuXKlyeIQQoiCQkLii/TIKEhVITw8k5CQ+ArX3b69PQDnz6dVOj4hhLgV+jyYupZiP7bnH5sWVPbEnhYWMMZX2//jpDEjFEII8xhBIxyxJIpsDlK9e81KMqMaOXPmDFeuXAFg2LBhxZaxt7fHz88PgC1btpgtNiFE3RYZmWXUcgW5uFgDkJAgE4AKIapGyPmiPTIKUoHwBK1cWfq21H7uDTNCYEIIYWY2WDAAbQ6zP4mr4mhKJ8mMauT48eOG/Y4dO5ZYLv/cyZOS8hdCmIeHR/mG0pW3XEFOTlYAJCTIAHMhRNWITDJeudtvdKw9FgHp2ZWPSQghqsrAG8mM7SSgr8ZDTSo0PWnLli1NFUchiqJw4cIFszxWdRIR8d8SOE2bNi2xXP655ORkUlNTsbe3L7ZcVlYWWVn/fUuanKx1E8rJySEnp+r+aMh/7KqMobaTe2wedek+3357A5o2tSEiIqvYeTMUBZo2teH22xtU+H7kN2EJCUXbppvv8c3tWkJCguG8tGu1m9xj86ir97lRfYXyfCxuVD+XnJzSP9i72UOThpZEJCnsvZhLv9sKl5d2TeSTe2wecp8rzpd6OFjqiFdyOJCbQDe1Qanly7rHprr3FUpmhIWFoShKmeXUYj7p3nxdSWVUVS3XY9RGKSn/TX5Xr169EssVPJeSklJiMmPevHmGCUML2rJlS6n1m8vWrVurOoRaT+6xedSV+/zggwrz5+e/bRRsp1VUFSZOTOWPPzZVuN7ISABr9PpcNm7cWGyZ/Hu8evVqfvzxxyLnpV2rO+Qem0ddu896FVxshhCXZUvh9i2fiqttBslnt7LxXNn1NbLsQwSN+XX7UZLPhBdbRto1kU/usXnUhfucB1x2sSLVVod9pp7mcTmVHorh2aMhJ5vasvbsQaLOpZfrmpLucXp6+a6vqAovHFtcEqI4BRMSqqqWeN3N5YTxvPrqq7zwwguG35OTk/Hy8mLIkCE4ODhUWVw5OTls3bqVwYMHY2VlVWVx1GZyj82jrt3n4cOhW7cYXnjhDNeu/fctoqenLR9+2Jb77mtcqXoPHUoG9uHqasvw4YMLnbv5Hg8cOJBPP/3UcD4iIoLOnTtLu1YHyD02j7p8nz/zVBj3DYCKWiChodzoYv3pBGtGdhlerrp+itNxJA7cW3Zh+MBOhc5JuybyyT02j7pyn3coCXyoCydG+a8XRGPVihf1XvRXnSpcX5xFFCe5htrOi+Gtbyu1bFn3OH+EgLFVKJmxY8eOMsuEh4fzwgsvEBcXh6qqdOrUiWHDhtGhQwdcXFywsbEhJSWFS5cusX//fjZs2EBqaiqKojBu3DieeOKJSj+Zmq5Bg/+676Snp5f4BlYws1XwmpvZ2NgUu2SslZVVtXghV5c4ajO5x+ZRl+7z2LFNGTOmCSEh8URGZuHhYYOfnzM6XeV71KXdWMSkYcOS72P+PbaysirUGy0jI6PQ+apWXeKozeQem0ddvM9je4ClTlvVpOBkoJ5OCosDIcC3/B+bPRpqP2PTdFhZFb8KnrRrIp/cY/Oozfd5G/G8wsUis1tcV3J4xfIiC2ljmAejvDrhAFzjtEUGVhblu28l3WNT3fcKJTPuuuuuUs8fOnSIadOmkZCQgI+PD59//rlh5Y2SpKWlMXfuXObPn8+PP/6IjY0Ny5cvr0hYtUaTJk0M+9euXSsxmXHt2jUAHBwcShxiIoQQpqLTKfj7uxitvrg4bYa8hg0r3FlQCCGMKsAXRnXRVi2JTNKSEn6tQFfBftqNb3zXFJNSejkhhLhVelQWElbi0tIKsJAw/HFCV+wwuuK1oz4AEWSRQi4NKj6ow+SMtppJUlISY8aMIT4+nm7durFnz54yExkA9evX57333uP7779HVVVWrFjBRx99ZKywapSCK5gUXNnkZvnn2rdvb/KYhBDC1E6cSAWgdev6VRyJEEJoiQv/NjC+p/azookMgLwbf1VYFt8pQwghjCaUZKIpeekkFYgmm1AqNtSjAZbYozVi8VTPyVONlsz49ttvuXz5Moqi8M0335Q6/KE448eP57777kNVVd5//31yc3ONFVqN0bZtW5o1awbA5s2biy2TlpZGSEgIAEOGDDFbbEIIYSpHjmhfXXbpUrH3DSGEqK4ybnzut6udPdqFENXI9XImGspbrqCGN3pjJFI9/zY3WjLjp59+AqB169Z06tSpjNLFu//++wGIi4tj+/btxgqtRpk0aRIAa9asISwsrMj5Tz/9lNTUVHQ6HRMnTjRzdEIIYXxHjmjfFHTpUnUT3QkhhDFl3PiSVJIZQghTa0T5GpryliuoziQzLl68iKIoNG3atNJ1FLz20qVLxgjLZBISEoiNjTVseXl5gDY5Z8Hjqampha6bPXs2iqKgKEqxyYqXXnoJd3d30tPTGTFiBAcPHgQgOzubzz//nDfffBOAxx9/nDZt2pj2SQohhIlFRGRy6VIGiiI9M4QQtUf8jbnaG9hWbRxCiNrPFwfcsC5xNgwFcMMaXyr+pVH+MJN09JUP0ISMlsxITEwEICYmptJ1FLw2KSnpVkMyKV9fXxo1amTYwsO1NcQXLlxY6Pizzz5boXobNmzIhg0bcHFx4eTJk/To0cMw0efTTz9NdnY2Q4YMYdGiRaZ4WkIIYVa//aa1+717O+LiYl3F0QghhHGcitJ+tnWr2jiEELWfDoUZeAMUSWjk/z4D7wpN/pkvA+0Le1vjpQ2MymhReXh4oKoqJ0+e5OLFi5Wq49dffzXsu7u7Gyu0Gqd79+6cOHGC6dOn07p1a3Jycqhfvz79+vVj2bJlbNq0qdglV4UQoiro9So7d8axenUEO3fGodcXN5928X79NRqAe+9tbKrwhBDCrFT1v2SGT939OCuEMKOBOLOQNjSm8BdDjbGu1LKs+dJu9MioT/Wczdho66v069fPMGzi8ccfZ9OmTRVaT/bPP/9k1apVht/79u1rrNBMorghIuUxe/ZsZs+eXWY5Nzc3Pvroozq7sosQomYIDo5i6tRTXL2aaTjm6WnLkiU+BASU/ik+OTmH7dvjABg1SpIZQojqRZ9XuSVao5MhIR0UBdpI0yaEMJOBOOOPE6Ekc50cGmGFLw6V6pGRL394Sb1qmswwWs+MKVOmGPZ37NjBoEGDOHv2bJnX5eXl8emnn3LvvfeSl5eHoij4+/tz2223GSs0IYQQJhAcHEVgYGihRAbAtWuZBAaGEhwcVer13357jexsFR+f+vj42JsyVCGEqJDgUPB+A/ovhgnLtZ/eb2jHy7LrvPazvTvYyeg5IYQZ6VDoQUOG4UoPGt5SIiOHPGJvrIDiUonJQ83BaD0z/Pz8mDJlCsuWLUNRFHbv3k3Hjh3p378/Q4cOpWPHjri4uGBtbU1KSgphYWHs37+fdevWce3aNVRV65Zcr149li5daqywhBBCmIBerzJ16inUYkaUqKr2jeS0aacYNcoNna7oG2lensrHH18G4Nlnm6MolX+zFUIIYwoOhcBlcHPzdi1ROx40BQJ8S75+4wnt57AOpopQCCFML4xMclGxR4c71TMza7RkBsBnn31GSkoKa9asQVEUcnNz+fPPP/nzzz9LvEZVVcOHWAcHBzZs2EDr1q2NGZYQQggjCwmJL9IjoyBVhfDwTEJC4vH3dylyftOm65w/n07DhpZMmlT5VbCEEMKY9HkwdW3RRAZoxxRgWhCM6lL8kJO8PNgkyQwhRC1wHm1ZplbUQ7mFHh6mZNRpSXU6HatWrWLZsmU4O2uTjKiqauh1kb9f8Pf8nyNGjODIkSP069fPmCEJIYQwgcjIrEqXU1WVBQu0iaIfe8wLe3uj5tWFEKLSQs7D1cSSz6tAeIJWrjj/XoKYFLC3gX4yYloIUYOdJQ2A27Cr4khKZpI1Vh599FHCw8P5/vvvCQwMpFmzZobERT5bW1v69OnDzJkzOX78OOvXr6d58+amCEcIIYSReXiUb0Wl4sr99lsMu3YlYGtrwdSp0u4LIaqPyKRbK/fFbu3nfV3AWvK0Qoga7G+0hq4bDlUcSclM1sza2toyceJEJk6cCEBubi6JiYlkZ2fj4OCAvb1M9iaEEDWVn58znp62XLuWWey8GYqirWri51d4KbCcnDxmzjwDwPTp3nh5Vd9svxCi7vFoWPlysanw40Ft/5m7jBeTEEKYWwRZnCMdHdAXx6oOp0Qm6ZlRHEtLS1xdXWnSpIkkMoQQoobT6RSWLPEBtMRFQfm/L17sU2Tyz6VLr3D2bBqNG1vzyistzRGqEEKUm18r8HSkxNHhCuDlpJW72fI9kJUL3bygl7fpYhRCCFPbRQIAXWhAQ9P1f7hlZktmCCGEqF0CAtwJCvKlaVPbQsc9PW0JCvIlIMC90PErVzJ4441zALz9dmscHKrnMl9CiLpLZwFL7tf2b05o5P++OLDo5J/p2bB4u7b/9J1Fk7xCCFGTbCIWgLtwquJISld90yxCCCGqvYAAd0aNciMkJJ7IyCw8PGzw83Mu0iMjL0/l4YePkZycS58+jjz2mGcVRSyEEKUL8NWWX526tvBkoJ5OWiKjuGVZF2+HiCTwdoEHe5ktVCGEMLoTpHKUVCxRGI5rVYdTKpMnM86cOcOhQ4eIjY0lKSmJvLw8Zs2aZeqHFUIIYSY6nVLs8qsFffbZFbZvj6NePR3ffdcZS0vpGCiEqL4CfLXlV0POa5N9ejTUhpYUtxxrbCrM36Ltv3cv2EinMyFEDbaGKACG4IIr1lUcTelMksxITk5myZIlLF26lKioqCLni0tmjB8/nsuXL6MoCj/99BNNmzY1RWhCCCHM7NSpVGbOPA3AggVtad26fhVHJIQQZdNZgH+bssu9sxGSM8HXC8Z1N31cQghhKnFk8wdxAIzHvYzSVc/oX43t2bOHzp07M3v2bKKiolBVtdBWkr59+/Lvv//y77//smLFCmOHJYQQogokJuYwatRBMjLyGDTIhaeealbVIQkhhNH8cwE++UvbX3AfWEinMyFEDfYl18hBpRP2dKT6L9ph1CZ3//79DBkyhPDwcEPyolWrVowePZomTZqUeu2kSZOwtta6sQQFBRkzLCGEEFVAr1cZP/4w586l06yZLStXdsHCQmbFE0LUDunZ8L/vQVVh8u0wqF1VRySEEJV3iQzWEQ3A83hVcTTlY7RkRk5ODhMmTCAtLQ1VVfH19WXv3r2cPXuW4OBgOnXqVOr1Dg4ODBo0CFVVOXLkCPHx8cYKTQghRBV47bUzbN4ci52dBb/80o3GjW2qOiQhhDCaN36DczHQpKE2MagQQtRk/8cV9MCdONGDhlUdTrkYLZmxYsUKLly4gKIo9OrVi927d9OzZ88K1dGnTx8AVFXl6NGjxgpNCCGEmX31VTgLFlwCYPnyzvj61ow3RSGEKI+tp2DxDm1/2URwrFe18QghxK34l0R2koAOmErNGRJstAlAf/31V8P+0qVLsbOzq3Ad7du3N+yfP38ef39/Y4QmhBDCxPR61bA866lTqbz77gUAXnvtNh54wKOKoxNCiIrT5xW/msmlWBj3jTa8ZEpfGN6xqiMVQoii9KiEksx1cmiEFb44oKPocN8UcpnNRQDux52WVPzv+KpitGTGkSNHAGjRogVdu3atVB3Ozs6G/cTERCNEJYQQwtSCg6OYOvUUV69mFjo+eLALc+a0rqKohBCi8oJDYepauJr43zFPR22SzwVbIT4NejaH/xtbVREKIUTJthHPQsKIJttwzA1rZuDNQJwLlc0v54VNjZkrI5/RhpnExMSgKArNmzc3Sn16vd4o9QghhDCd4OAoAgNDiyQyAP78M46ff46ugqiEEKLygkMhcFnhRAbAtUSYsBwOX4XGDWDdFLC1qooIhRCiZNuIZwZnCyUyAGLIZgZn2cZ/c1PuJJ71xKIA79AKO3RmjvbWGC2ZkT+sJDOz6Afa8oqKijLsF+ylIYQQovrR61WmTj1FKatuM23aKfT6UgoIIUQ1os/TemQU12oVPLbmEfCSj6pCiGpGj8pCwkptwxYShh6Vq2QahpdMwoOuNDBbnMZitGSGm5sbqqpy+vTpStexe/duw36zZjVn4hEhhKiLQkLii+2RkU9VITw8k5AQWZ1KCFEzhJwv2iOjOIqsMi2EqIZCSS7SI6MgFYgmmz0k8gJnSSKXDtTnqRo2vCSf0ZIZffv2BbS5LrZu3Vrh61NTU1m1ahUAlpaW9OvXz1ihCSGEMIHIyCyjlhNCiKoWmWTcckIIYU7XySlXuS+4yjnSccGKD2mDjfHSAmZltKhHjx5t2H/xxRfJyMio0PVPPPEECQkJKIrCkCFDqF+/vrFCE0IIYWSqqpa7x4WHh42JoxFCCOPwKOcq0uUtJ4QQ5tSI8k3kc5w0LFH4gDa4UXM/pxktmXHPPffQo0cPAE6cOMGgQYO4fPlymdfFxMQQGBjImjVrDMdmzZplrLCEEEIYWXZ2Hk88cYLPPw8vtZyigJeXLX5+MrBcCFEz+LXSVi0paRSJAng5aeWEEKK68cUBN6xLbMMKehXvGjlPRkFG7U/y1Vdf0aCBdkP+/fdf2rVrxwMPPMDnn39OTEyModzu3bv55ptvmDhxIi1atODnn39GVVUUReGll16iZ8+exgxLCCGEkcTFZTN06H6WLQtHUWDy5KYoStHx4/m/L17sg04ng8uFEDWDzgKW3F/8BKD5LdniQK2cEEJUNzoUZuANlJyUBXiUJgTgZpaYTMnSmJV17tyZX3/9lTFjxhAfH09WVhZBQUEEBQUBoCgKqqpy1113Ga5RC0yDP2nSJObPn2/MkIQQQhjJ6dOpjBx5kPPn07G317FmTVdGjGjMvfc2ZurUU4UmA/X0tGXxYh8CAtyrMGIhhKi4C7HFH/d00hIZAb7mjUcIISpiIM4spA0LCSt2MtCxuPFMDZ3w82ZGTWYA3HXXXRw5coQnn3ySjRs3GpIVyo2v6fITGgW5urryzjvv8OSTTxo7HCGEEEbw889RPPzwMZKScvH2tmP9+u507Kj1xAsIcGfUKDdCQuKJjMzCw8MGPz9n6ZEhhKhR8vLglV9g4Z/a7y8PgaE+EJWszZHh10p6ZAghaoaBOOOPE6Ek8zdJrCSCHGAYLryMN0q5BqJUf0ZPZgA0bdqU9evXc+rUKVauXElISAgnTpwgMTGRvLw8rKysaNSoEbfffjtDhgzhwQcfpF69eqYIRQghxC3Izs7j5ZfPsHhxGAB9+zoRHOxL48aFJ4vS6RT8/V2qIEIhhLh1aVnw4LfwyxHt97n3wqt3V2lIQghxS3QoJJDLD0SSC9yJE29zGxa1JJEBJkpm5PPx8WHOnDmG31VVJSMjQxIXQghRA1y+nMEDD4Syd6+2BuGLL7Zg3rw2WFnJV5NCiNrjagLcuxRCw8HGEr55CCbI9G1CiBruF2J4l4vkAUNwZg6tsKqhS7CWxKTJjJspiiKJDCGEqAHWr49m8uRjJCTk4OhoyXffdebee2v+RFFCCFHQwStw7+cQkQSN7OGXJ+CO26o6KiGEuDUrieQDtJVF76Mxr9MCXS3qkZHPrMkMIYQQ1Vtqai4vvXSaL77Qll3t2bMhP/3UFW9vSUQLIWoPVYVlf8PzP0FWLnTwgA1Pg7eMlhNC1GB6VD7iMquIAuAhPJhOs1ozR8bNqiyZkZGRwb///kt0dDTOzs7cfvvtODg4VFU4QghR5+3eHc/kyUe5eDEDgGnTvJk/vy3W1rWrS6IQom5Ly4KnVsP3+7Tf7+kIKx8GB7v/yujzIOQ8RCbJ5J9CiJohlVxe4Tx/kwjAs3jxCE1qbSIDjJzMCAoKIi8vD0VRCAwMNKxgcrMlS5bw1ltvkZKSYjhmbW3NM888w9y5c7G2tjZmWEIIIUqRlaVn1qxzLFx4CVWFZs1sWb68MwMGyFeUQoja5VQkBH4FJyO15MTce+GlQWBRIFERHApT18LVxP+OeTrCkvtlWVYhRPV0jUye5wwXycAWC97hNgZT+z/HGS2Z8c8//zB27FgURWHw4MHcf//9xZb76KOPmDFjRpHlWbOysli0aBEXLlzg559/NlZYQgghSnHgQBIPP3yU48dTAXj44aYsWuRDw4ZWJV6j16uyDKsQokZRVfhhHzy1RuuZ4dEQ1jwCd7YuXC44FAKXgXrT9dcSteNBUyShIYSoXg6QzAzOkkgujbBiEW3pgH1Vh2UWRuswt2nTJsP+I488UmyZqKgoZs2aBWDotdGwYUPDpKCqqvLbb7+xfPlyY4UlhBCiGKmpuUyfforevf/h+PFUGje25pdfuvHNN51LTWQEB0fh7b2T/v33MWHCEfr334e3906Cg6PMGL0QQpRfXCqM/QomfaclMga2hdBXiyYy9Hlaj4ybExnw37FpQVo5IYSoanmofM01nuAkieTiQ31+oFOdSWSAEZMZ+/ZpAw8VReHuu4tfmPurr74iPT0dABcXF3bs2EFCQgIJCQm8+uqrgJbQWLhwobHCEkIIcZP166Np3z6ExYvDyMuDCRM8OH68H6NGlb5aSXBwFIGBoVy9mlno+LVrmQQGhkpCQwhR7Ww6AR3nQFAoWFrAnJHwx3PgVsw0bSHnCw8tuZkKhCdo5YQQoiolkMNznOYTwskD7sGVr2lPY+rWdA1GS2ZcuHABAG9v7xIn8ly7dq1hf86cOdx1110AWFlZ8d5779G3b18Azpw5w5kzZ4wVmhBCCCAiIpPAwEPce+8hwsMzadHCjs2be7ByZVcaNbIp9Vq9XmXq1FOoxXxlmX9s2rRT6PXFfacphBDmlZoJT66C4Z9CVDK094C9M+H1YSVP5BmZVL66y1tOCCFM4TApjOcY/5CEDQpv0ZJ3uA07dFUdmtkZLZkRExODoih4eHiUeP7YsWMA2NjY8OCDDxYpM27cOMN+aGiosUITQog6LScnj0WLLuHjE8K6ddHodAovv9yS48f9GDq0UbnqCAmJL9IjoyBVhfDwTEJC4o0VthBCVMr2M9B1HnyxW/t92gA48DJ0a1b6dR4Ny1d/ecsJIYQx5d4YVjKFk0STTXNsWUFHRtO4Vq9YUhqjTQCakaEt5Zc//8XN/vnnH0AbhuLn51dsuXbt2hn2o6Kku7IQQtyqzZuvM336KU6fTgOgV6+GfPllR7p0qdhS2JGRWUYtJ4QQxhaXCi8Fw7f/ar97OsK3k2Bgu1IvM/BrpV1zLbH4eTMUwNNJKyeEEOZ0mQze5ALH0CZsH4oLb9KS+nWwN0ZBRktm2Nrakp6eXmi51YJ27dpl2Pf39y+2jJ3dfwt8p6WlGSs0IYSoc86dS+OFF06xYcN1ABo1smbu3DY8/LBnpVYe8fAofRhKRcsJIYSxqCqsPgDT1sL1VFAUePpObdlVB7uyr8+ns9CWXw1cpiUuCiY08lvNxYElD1MRQghjU1FZSzSLuEImedij42W8GYFrmb0x9KiEksx1cmiEFb44oKtlPTiMlsxo3Lgxly5dKnGui40bNxr2/fz8ii2TlPTfIMSCiQ0hhBDlk5ycw5w5F1i8OIycHBVLS4Xnn2/OrFmtSl2lpCx+fs54etpy7VpmsfNmKAp4etri5+d8C9ELIUTFhMXBU6th80nt9w4e8OUEuOO2ytUX4Kstvzp1beHJQD2dtESGLMsqhDCXGLKZzQX2oP2N3AsHZnMbHpT9xdE24llIGNFkG465Yc0MvBlI7fmsZrRkRteuXbl06RKJiYls3ry50Iomu3fv5uzZswDUr1+f22+/vdg6Ll26ZNh3d3c3VmhCCFHrZWfn8cUXV3j33Qtcv669cd19tyuLFvnQrt2tL9Gl0yksWeJDYGAoikKhhMaNlbZZvNinUr0+hBCiotKzYcEWmL8VMnPA2hLeHAYzB2v7tyLAF0Z10VYtiUzS5sjwayU9MoQQ5pGHShDRfEw4qeixQeF5mjEOdyzK0bNiG/HM4GyR4XIxZDODsyykTa1JaBitWb7vvvsM+1OmTGHnzp1kZ2ezf/9+Hn74YUCbL2P06NFYWhb/LrN//37DfuvWrYstI4QQ4j95eSqrV0fQrt0unn/+FNevZ9OmTX3Wr+/Oxo09jJLIyBcQ4E5QkC9Nm9oWOu7paUtQkC8BAZKEFkKYlqpC0CHweQfe3qglMvxbw9HX4Y1ht57IyKezAP82ML6n9lMSGUIIczhPOo9wgnmEkYqejtRnNZ2ZgEe5Ehl6VBYSVuy8P/nHFhKGvtgSNY/RemaMHTuWd999l/PnzxMREcHAgQOLlLGwsGDmzJnFXq/X6/n9998BsLa2pkuXLsYKzWRSUlL48MMPWbduHZcuXUKn09GmTRvGjRvHc889h7V1xdf5nT17Nm+//XaZ5c6dO0erVjIDlRB12datsbz88hlCQ5MBcHe3YfbsVjzyiCdWVqb55B0Q4M6oUW6EhMQTGZmFh4cNfn7O0iNDCGFyxyPg+Z9gh9bZFy8n+CAA7u/2Xw8xIYSoiTLJ4yuu8h2R5KJSDwuepRljcavQPBehJBcaWnIzFYgmm1CS6UHNX5rJaMkMa2trfvrpJwYOHEh8fPFL882bN4+OHTsWe27Tpk3ExsaiKAq9e/euVCLAnC5fvoy/vz9hYWGAtopLVlYWBw4c4MCBA6xcuZJt27bh5ORUqfqtrKxwdi65+09JvVuEELXfvn2JvP76Wf78Mw6ABg10vPxyS6ZN86Z+fdO3DTqdgr+/i8kfRwghAGJT4Z2N8Nku0OeBrZU2nOTlIVCven9cFEKIMv1LInMJI5xMAPrjxMt441aOuTFudp0co5ar7oz6qbdLly6cOHGCOXPmsGnTJq5evYqtrS09evRg+vTpjBgxosRrFyxYAICqqowcOdKYYRmdXq9n5MiRhIWF4eHhwYoVKxg0aBB5eXmsXbuWKVOmEBoaysSJEwtNfFoRd9xxBzt37jRu4EKIGm3//kRmzz7Pxo3aCiVWVgrPPNOc11+/DVdX+UQvhKhd0rNhyXZ4fwska5/xGeOr9cbwlnyqEKKGu0omH3KZnSQA0AgrXqEFA25hPotGlG+y9/KWq+6M/hWem5sbH3/8cYWv+/777wvVUZ19++23HDt2DIB169bRp8//s3ff8VFV6R/HPzeT3iCNEAgQFJGuEQRbKFIEQVFERVlFV3Fdy6Kr6KqrgmvZXVDBdUVFf4IuolJURKoIAlbAoPQiiUBCEpIAaaTN3N8fQ4aEFFJmMinf9+uVF5Nbzn3mkjmZPHPOeS4F7NNobr75Zmw2G7feeivLly9nzZo1FU65ERGpri1bTjBlyj5HmVUPD7jttrY8+2wnOnb0d3N0IiLOVWyFuT/AM0sh+VShu9h2MO16GNzFvbGJiNRVHlb+jyTe5whFmFiAm2nNn4kmsI5/nscSTCTepFFY4aoYBtAKb2IJrtN1GooGM1ehQ4cO7g6h2ubOnQvAoEGDHImM0saNG8dTTz1FQkIC77//vpIZIlIrP/98gilT9vPFF2mAPYnxhz+05e9/P5fzzgtwc3QiIs5lmrB0G/ztc9h5xL4tJgyevwZu6WPvA2vCalNFEhFpOExMlpPBDH53TPO4hBY8SgfOxTkfTlkwmEwMk9mLAWUSGiUrb0wmpkbrcDRkDSaZ0Vjk5eXx7bffAjBixIgKjzEMg+HDhzNr1ixWrVpVn+GJSBPwww/HeOmlAyxZcjqJMX58G/7+90507lz3JIbVamoBTxFpUNbthae/gI2/2b8PDYC/D4f7+oNPLUZDL46HSQvg8PHT26Jbwswb7aVXRUTq01ayeZXf+ZUcAKLx4a90YCAhGE5OLAwmlGl0ZhqJZRYDbYU3k4lpMmVZQcmMGtu1axc2mw2g0sVMS+9LSUkhMzOzysU8K7Jjxw569OjBb7/9hsVioW3btvTv35/77ruP2Fj9FhZpakzTZNWqdF566QDffGNfRNnDA265pQ1PP30u55/vnBKrixenMGnSLg4fzndsi472ZebMriqtKiL1bsN+eHbp6Qolvl7w8JX2BT5b1vKDysXxMHY25YZYJx23b184UQkNEakfv5HH6xxyrIvhhwd30ZY/EIUPrhsqNphQBhJCPFkcpYgIvIgluMmMyChRo2TG+++/X+b722+/vdJ9dVW67YYkOTnZ8bht27aVHld6X3Jyco2TGenp6WRmZtKyZUuysrLYu3cve/fu5d133+XJJ5/k+eefP2sbBQUFFBQUOL7PyrKXbywqKqKoyH0r2JZc250xNHW6x/XDGffZajVZvDiNadMS2bo1G7Av7Dl+fBSPPNKB888PqPM1Snz6aRrjxv2KecY7/KSkfMaOjeejj3px/fWt6nwdZzrzHp/Zrx07dsyxX/1a06Z7XD/q6z5/n2Dw3DIP1uy1v5n3tpjcdZmNx4bYaNuyJJaat2u1wV8WeJ5KZJR9024CBiaTFsDV3YrdNuVE/ZqU0D2uH+64z6kUMtuSzFIjA5sBHiZca4Yz0RpFBN6AlSKsLo/jglLTV2wUY3PRdc52j1117w3TPPNtbeU8PDwwThXyNgyD4uLiCvfVOagz2m5IPvzwQ8aPHw/Avn376NSpU4XHrV69mmHDhgHw3XffVbi2RkXmzZtHcnIyo0ePpmPHjnh5eVFYWMi6det48skn2bJlCwDTp0/nkUceqbKtKVOmMHXq1Aqfg7+/Fg0UcaeiIli71oNPP7Vw5Ii97/TxMbnqKhvXXGMlIsK517Na4Z57vMjIgDPf4NuZhIfDW28VYbE499rONH/+fD7++ONy29WviTQOe4+HMH//+cRn2Bd79zRsDIn+nRs67iXCL/8sZ5/dtswwnt50xVmP+8fFG+kZmlHn6zmD+jWRpuOkp8HGzgH8eI4/xaem8HZJzmfwrhwiclyfvGio8vLyuPXWWzlx4gTBwc5bfLRWyQzTNDEMA6vVWmaf04I6o+2GxNXJjKrk5+fTv39/Nm3aRGBgIIcPH6ZFixaVHl/RyIx27dqRnp7u1B+imioqKmL16tUMHToUL6+mURaoodE9rh+1uc/p6YW8/fZh3nzzMCkp9nmMoaFe3HdfNPff346wMNeUWP3mm0yGDv35rMetXn0RAwY0nLmUZ97jM/u15ORkevXqpX6tGdA9rh+uuM+mCd/sN/j3ag++2mN/v2jxMJnQz+RvQ61OLbP60RaD298/+8Dj928vZlzvar8Fdir1a1JC97h+1Md9zsHKxx5pfOiRSrZh/zv2AlsgD9ra0st0zlThhuxs9zgrK4vw8HCnJzNqNM2kf//+lY6+qGpfUxIUFOR4nJeXV+lxpfeVPqcufH19efHFFxk6dCg5OTmsWbOGMWPGVHq8j48PPj4+5bZ7eXk1iA6zocTRlOke14/q3OedO7OZMeN3Pvggifx8+yC/tm19eOSRjkyc2I7AQNcuYXT0aPUSxEePWhvkz0zJPfby8iIw8PSbgpMnT5bZ724NJY6mTPe4fjjjPtts8MU2eGkl/Jho32bxgNv6wtNXG5wTboCT54y3q2Yutl2oJ+7+MVK/JiV0j+uHK+5zDsXMJ4X/cYSsU9NGzsWPv9CeOI+WGB5N/+/j0iq7x676+a7Ru+d169bVal9T0qZNG8fjpKQkevXqVeFxSUlJFZ5TV6VHeBw4cMBp7YqI85mmyerV6bz6aiIrVqQ7tvfp04KHH47hxhtb4+VVP5O2o6LKJzbrcpyISGWKrfDRZvjnKthxqsSqjyfcdRlMHopTR2KcKa6TvWpJ0vHyC4CCfZJddIj9OBGR2srFykek8AFHOIF9eYSO+PEn2jKEsCa30GZDpWomNdS1a1c8PDyw2Wxs37690vKs27dvB6B169Y1XvxTRBq3vDwrH36YzIwZiezYYS/BZRhw3XWR/PWvMVx+eUi9j2SLiwslOtqXpKT8cguAlsQXHe1LXJz6KxGpnbxCmPM9TPsKEk8tRxHsay+v+tCVEFkPMyYsHvbyq2Nn2xMXpbu7kl53xljctviniDRuORTzMalnJDF8mUg0w5TEqHdKZtSQv78/l19+ORs2bGDFihVMnjy53DGmabJy5UoAx7oZzvLDDz84Hnfs2NGpbYtI3ezfn8usWQd5770kjh2zr9ocGGjhrrui+ctfYjjnHPct5GaxGMyc2ZWxY+MxDMokNEryKjNmdMVi0S9hEamZ5OPw32/gzY2QmWvfFhFoT2Dc17/2JVZra0ysvfzqpAVw+Pjp7dEh9kSGyrKKSE1lUsSHHOFjUsk5NZ0kBl/uURLDrZTMqIUJEyawYcMG1q5dy48//ki/fv3K7F+wYIFjCkhNSsyWLKxamYKCAp566ikAAgICGDx4cC2iFxFnslrhyy+P8tZbSWWmknTs6Mf993fg7rujadGiYcyDHTOmNQsXxjJp0i4OHz5dNSA62pcZM7oyZkxrN0YnIo3N1kPw6tcwfzMUnVqWp2MY/HUw/PEy8HfNesbVMiYWRl8AG/bDkRMQ1cI+tUQjMkSkJpLJ532O8BlpFJwa69URP+6iDcMJVxLDzZTMqIUJEyYwc+ZMtm3bxg033MDcuXMZPHgwNpuNRYsWMXHiRABGjBhRLuFQulxqQkICMTExjn3r16/nH//4B3fccQcDBw4kOjoasK8Ou379ep544gk2bdoEwDPPPEPLli1d/2RFpEIZGYW8/fbvzJzpRWrqL4B9hMPw4RHcf397hg+PaJCjHMaMac3o0ZFs2JDJkSMFREX5EBcX2iBjFZGGx2aDZTvglTWwdu/p7Veca09iXNur4SQMLB4wsLO7oxCRxmg/ecwhmRWkU7KEeg8C+CNtGUAIHkpiNAhKZtSCp6cnS5YsYdCgQSQmJjJkyBD8/f2x2Wzk59s/7YyNjWXevHk1atc0TdasWcOaNWsA8PPzIyAggBMnTlBUZB+y7uHhwd/+9jcee+wx5z4pETkr0zT57rvjzJ59iI8+OkJBgQ0wCAnx5I9/bMef/9yOc88NcHeYZ2WxGAwc6MIV+ESkyck6Ce//CP9ZB3vT7NssHnDjRfDwldA3xo3BiYg4gYnJFrL4gBTWc8yx/RJa8Efa0IdgDCUxGpQaJTPef/99V8VRTk2mZ7hDTEwMv/76K9OnT2fx4sUkJCTg5eVF9+7dueWWW3jwwQfx9q7Z+MqePXsyffp0vv/+e7Zt20Z6ejrHjx/H39+fbt26ERcXxz333EPPnj1d9KxEpCIZGYV88EESs2cfZufOHMf22NggLr/8GM8/P4gWLXzdGKGIiGvsSLavh/HBT5BTYN/Wwg/uuRweHFj9UqgiIg1VETZWksE8jrCbPMC+YPBgQrmTNnQjsOoGxG1qlMy444476mUFfsMwGnwyAyAoKIipU6c6po1Ux5QpU5gyZUqF+8LCwnjkkUecFJ2I1IVpmqxbl8ns2YdYtCiFwkL7PEk/Pw/GjYvinnvacdFFASxfvhx/f4uboxURcZ5im8GirQZvbYR1+05v79ravqDnhEsgSPlbEWnkjlPEItL4iBTSsY+C98WDUYTzB6LogJ+bI5SzqfE0E7Oimn4iIk1EamoBc+cmMXv2Ifbvz3Nsj40NZuLEaG69tY1jQc+S6V8iIk1Bygl4c4MH/1k/lMwC+1tEDwOuuwDuHwCDOp+ufiQi0lglcpJ5HGEp6eRjAyAcL8bRmhtoRUsaxsLtcnY1Smb079+/XkZmiIjUp6IiG8uWHWXOnCSWLk2juNietA0MtHDrrW2455529O7dws1Riog4n80GX+2G2d/C579CkdUC+NEq0GTiFQZ/ukJTSUSk8bMBG4zjLCKd7zjh2N4Ff/5AFMMIw4sGsnqxVFuNkhnr1q1zURgiIvXvl1+ymDMniXnzkjl6tNCxvV+/Fkyc2I6bb44iMFDrJItI05N0HN77Ht79DhIzTm+/JMbGpUE/89wdFxDo59xPJ602lUoVkfp1jCIWeaQwb0g4xz1/A+zrYfQnhD8QRW+Cqr2opxWTeLI4ShEReBFLsEqzupnepYtIs3L0aAEffniEOXMOs3VrtmN7ZKQ3t93WlgkT2tKjR5AbIxQRcY1iK6zYCW9vhC+3g+3UzOEWfnBbX5h4OXSNtLJsWRI+nhc49dqL42HSAjh8/PS26JYw80YYE+vUS4mIsJ0cPiaFVWRQaDEhwEKwaeE6oxU3Ekk0NVv4Zw2ZTCORVE5/+BWJN5OJYTAavuYuSmaISJNXWGifRjJ3btlpJN7eBqNHR3LHHW0ZNiwcT099RCgiTU9iBvzfd/B/39tHZJS44lx7AmPsReB/qgCbK5YCWhwPY2fDmauuJR23b184UQkNEam7fGysIp2PSWUnuY7tXWz+nP/LER7pMZAgL58at7uGTCazt1wflkYhk9nLNDoroeEmSmaISJNks5l8++0x5s1L5pNPUjh27PQ79IsvbsEdd7Rl3LgoQkNrVkLZVaxWkw0bMjlypICoKB/i4kKxWDR0UURqJycfFm2FOd+XrUgSFmCvRnL3ZdA1yvVxWG32ERkVLR9vYh/u/dBCGH2BppyISO3sJZfFpPEl6eRgBcALg2GEcTORnG/1YfnBBHx71LyTsWIyjcQq+7BpJDKQEE05cQMlM0SkSdmxI5t585L58MMj/P77Scf2qCgfxo9vwx13tKV794Y1jWTx4hQmTdrF4cP5jm3R0b7MnNmVMWNauzEyEWlMbDb4Zh/M/REWxkNugX27YcCVneHuy+H6C8CnHhfq37C/7NSSM5nAoWP24wZ2rq+oRKSxy8PKSjJYTCrbS43CaIMPN9CK62hF6KmqJEXUfshZPFllppacyQRSKSSeLPqgxeLrW70kM/Lz8zlx4gQFBQXVPqd9+/YujEhEmpKkpHzmz09m3rzkMutgBAVZuOGG1vzhD20YODCsQY50WLw4hbFj4zmz6nVSUj5jx8azcGGsEhoiUqXfjsL7P8LcH+D3zNPbO0XAHZfAbf2gvZtGQB85cfZjanKciDRvO8lhMWmsIIPcU6MwPDEYSAhjaEU/WuDhxBESR6uZCKnuceJcLklm5ObmMnfuXJYsWcKmTZs4fvx4jc43DIPi4mJXhCYiTURmZiGLF6cyf/4R1q7NcCQDPD0Nrr46gvHj23DNNa3w87O4N9AqWK0mkybtKpfIADBN+6epDz20i9GjIxtkIkZE3OdYHiz8GT74yT6qoUSwL9zc257EuPQcez/iTlHV/KCyuseJSPOTRTErSOczjrKr1CiMdvgyhlZcQzhhuGbacATVG8pW3ePEuZyezFi6dCl33XUX6enpAJgVvUsXEamFEyeK+OyzVD7+OIXVq9MdC3kCXHFFCOPHt+HGG1sTFtYw1sE4mw0bMstMLTmTacKhQ/ls2JDJwIFh9RiZiDREJwth6Xb4cBMs2wGFpz73MQwY2sWewLjuAvBrQF1gXCd71ZKk4xWvm2EA0SH240RESlgx+ZETfM5R1pFJ4akexAuDKwnlBlrRm2CnjsKoSCzBROJNmiOCsgygFd7EEuzSOKRiTk1mLF26lOuvvx6bzVYuiWGc+migouRGVftEpHnLySnmiy/S+PjjIyxffpTCwtP9RK9eQdx8cxS33BJFx47+boyydo4cqd7Uu+oeJyJNj9UGX++xJzAWbYXsUvnPnm3g1ovhD33tCYGGyOJhL786drb9TX/pd3olf4LMGKvFP0XE7iD5LCGNpaSXWaviPPy5lghGEk5IPY6CsGAwmRgms7fSPmwyMVr8002clszIzc3ljjvuwGq1YhgGl1xyCS+88AL9+vXjhhtuYOXKlRiGgc1mIycnh+TkZL777jvmzp3LN998g2EYTJw4kf/85z94ezegjxREpN6dPGnlyy/T+PjjFL78Mo2TJ22OfV27BnDzzVHcfHMUXboEujHKuouKql55sOoeJyJNg2nC5t9h3ib4eAukZJ3e1z4Ubu1jT2L0bOu+GGtiTKy9/OqkBWUXA40OsScyVJZVpHnLw8pqMvico8Rzeu2zYCyMIJxriaArARhuShgMJpRpdGYaiWUSLK3wZjIxKsvqRk5LZvzf//0fmZmZGIZBv379WLt2LT4+Fb8BDwwMpHPnznTu3Jk77riDhQsXcuedd/LOO++wd+9e1qxZg4eHUvQizUlubjHLlx9l4cJUvvwyjZwcq2Pfuef6M26cPYHRo0egYzRXYxcXF0p0tC9JSfkVrpthGPaqJnFx+iUp0tSZJmxLgk9+tn/tSzu9LzQAbroIxl8Ml50DjfEt0phYe/nVDfvti31GtbBPLdGIDJHmyYrJJrL4kqOsIZOT2D+4MoBLacFoWjGAEHxoGJ3EYEIZSAjxZHGUIiLwIpZgjchwM6clM1atWuV4PH369EoTGRUZO3YswcHBDB8+nPXr1zN16lSmTp3qrNBEpIE6caKIpUvTWLQolRUrjpYZgdGhgx833dSam2+O4qKLgptMAqM0i8Vg5syujB0bj2FQJqFR8nRnzOiqxT9FmijThB1H4JMt9gTGntTT+/y87H/8j78YhnUF73qpP+daFg+VXxVp7n4jj6UcZRkZpJUa5dAOX0YTwSjCiaRhjki1YKj8agPjtF+Nv/76KwDh4eFcdtlllR5nmmaFf5QMGzaMMWPGsHjxYv773//y9NNP4+nZBH5zi0gZmZmFfP55GosW2RfxLL0Gxjnn+HHDDa254YbW9O3bokkmMM40ZkxrFi6MZdKkXWUWA42O9mXGjK4qyyrSBO0slcDYlXJ6u48njOhuH4UxqicE+bovRhERZ8mgkBVksJSj7CbPsT0IC8MIYxQRXECg26aRSOPltGxBRkYGhmHQuXP5lHvppMTJkyfx9694ob7rr7+exYsXc+zYMdatW8eQIUOcFZ6IuFFqagGffZbKokUpfP11Jlbr6QRGly4BpxIYkVx4YdMcgXE2Y8a0ZvToSDZsyOTIkQKionyIiwvViAyRJmR3yqkpJFvsozFKeHvC8G72BMY1PSHYz30xiog4Sz421pHJl6TzPccpmTzsicEVtGQk4fQnBO8GMo1EGienJTOKi+31wfz8yv8WDgoKcjxOSUnhnHPOqbCN9u3bOx4nJiY6KzQRcYN9+3L57LNUPvssle+/P15mCkWvXkGMHWtPYHTrFlR5I82IxWKo/KpIE2KasOUgfLoVFm+F3aWmkHhZ4KqucFNvuLYXtFACQ0SagGJMfuIEy0nnazLJ4/T04Z4EMpJwhhFWr9VIpGlzWjIjJCSEtLQ0srOzy+2LiIhwPN67d2+lyYzc3FzH4/T0dGeFJiL1wGYz2bz5BJ99lsrnn6exc2dOmf19+rRg7NhIbrihNZ06BbgpShER1ym2wsbf7AmMT3+BQ8dO7/OywJAucHNvGN0LWja+atIiIuWYmGwjh+VksIoMMily7IvCm5GnyqnGoKytOJ/TkhnnnXceqampFY6o6NWrl+Px6tWrGT58eIVtrF271vE4ODjYWaGJiIsUFtpYuzaDzz9P4/PPU0lOLnDs8/Q0GDQolOuui+Taa1sRHa1fYiLS9OQXwVe77QmMz3+FjNOfyxDgAyO6wZgL4eoeZUdgWG2q7CEijdcBTrKcdFaQzmFOv/9riSfDCGME4RWug2HFVEUQcRqnJTMuuugiNm7cSFpaGikpKbRufXrRusGDBzvmwb/77rvcf//95UZn7Nixg1mzZjm+v+CCC5wVmog40bFjRaxYcZQlS9JYtuwoWVnFjn2BgRZGjIjguusiufrqCFq21DBCEWl6juXBih3w2S+wbAfknH4fT2gAXNvTnsAY0gX8vMufvzgeJi2Aw8dPb4tuCTNvtJcwFRFpiFIoYBUZLCe9zEKefngwiFBGEEY/WuBVyToYa8hkGomklqpiEok3k4lhMCpDLzXntGTGoEGDeO211wBYtmwZf/zjHx37YmJiGDJkCKtXryYrK4u+ffsyadIk+vTpg2EYfPvtt7z++uvk5ORgGAYdO3bk0ksvdVZoIlJHe/bksHTpUb74Io2NG4+VWcAzMtKb0aMjue66SK68MhQfH0udr2e1mloMU0QalH1p8MU2+OJX2PCbfWRFibYt4foL7AmMuE7gWUU3uDgexs4G84ztScft2xdOVEJDRBqOYxTxFZksJ514Ti8n4InBZbRgBOEMIAQ/qn7/t4ZMJrO3XN+XRiGT2cs0OiuhITXmtGTGsGHDCAwMJCcnhzlz5pRJZgDMnDmTPn36cPLkSTIzM5kyZUqZ/eap1QENw2DmzJl4eGispYi7FBXZ2LjxGF98kcbSpWns25dXZn+3boGMGmUfgdGvX0s8PJyXaFi8OKXCMqUzZ6pMqYjUn2IrfJ9gT14s2QZ7Usvu7x5lrz5y/YXQpz1U522L1WYfkXHmm3mwbzOAhxbC6As05URE3CcXK2vJZAUZ/MgJikv1WrEEMYJwhhJKy2ou5GnFZBqJVfZ900hkICGaciI14rRkhp+fH2+99RYHDhzAMAxOnjxZprJJly5dWLZsGTfddBNpaWmO5EVFbYwcOdJZYYlINWVkFLJixVG++OIoK1Yc5cSJ09NHvLwMBg4MZdSoVowa1YpzznHNynWLF6cwdmw8Z3YPSUn5jB0bz8KFsUpoiIjLnDgJK3faR2As2wGZpda/8LLAgPPsCYxRPeGc8Jq3v2F/2aklZzKxLxq6YT8MLF/pXkTEZQqw8S3HWU46GzhGQanUQ1cCGE4YwwijNT41bjuerDJTS85kAqkUEk8WfWhRm/ClmXJaMgPglltuqXJ///792bdvH++++y5fffUVBw8epKioiKioKAYMGMA999xDVFSUM0MSkUqYpskvv2SzfPlRli8/yrffHsNWath0eLgXI0e2YtSoCIYNCyc42LXrX1itJpMm7SqXyLDHCoYBDz20i9GjIzXlREScwjRhdwos3wnLtsM3+6C4VD8YGgBXd7cnMK7qVvcSqkdOOPc4EZG6KCmlupIMviaTHKyOfR3wZQThXEVYnSuRHC1V4cQZx4mUcGoyozqCgoJ46KGHeOihh+r70iLN3okTRXz1VQbLltlHX5SuPgLQs2cQo0ZFcM01rejbt2W9Jg02bMgsM7XkTKYJhw7ls2FDJgMHhtVbXCLStOQWwNd77CMvlu+A3zPL7u8SaU9eXNMLLu1Y9foXNRVVzQ8cq3uciEhN2TCJJ5uVZLCaDI5zeiRuJN5cRRjDCacL/uUqkdRWRDWno1T3OJES9Z7MEJH6Y5om27Zls2xZGsuXp/Ptt8coLj499MHf38KVV4Zy9dURjBgRQUyMa6aPVMeRIwVnP6gGx4mIgD0Ruif1dPJi/X4oPP3eHR9P+5SOEd3s5VPPa+W6WOI62auWJB2veN0MA4gOsR8nIuIsJiY7yWUFGawig7RSUz5a4slQwriKMGIJwsMFa1bEEkwk3qRRWGnf1wpvYgl2+rWlaVMyQ6SJyc4uZsWKNGbPtvDAAxs5fLjsH//nnx/AiBERjBgRTv/+ofj6OvFjxzqIiqreHMzqHicizVduAazda586snwnJGaU3d8xzJ64GNENBp0P/hWUT3UFi4e9/OrY2fY376Xf1Jf8+TBjrBb/FBHn+I08VpDBStI5xOn3g4FYuJJQhhPGxbTA08WLblowmEwMk9lbad83mRgt/ik1pmSGSCNns5nEx2excmU6K1ce5bvvjp8afWEBCvDz82DQoDDH6AtXLd5ZV3FxoURH+5KUlF/huhmGYa9qEhensl0iUpbNBj8fgtW7YPVu+PZA2dEXFg+4sC3c2hdG9oDOrex9ijuMibWXX520oOxioNEh9kSGyrKKSF0cIp+VpxIY+znp2O6LB/0JYThhXEZLfKjfrOlgQplGZ6aRWGYx0FZ4M5kYlWWVWlEyQ6QROnIkn1Wr0lm5Mp3Vq9NJTy+7YFKnTn506ZLDn/7Um8GDW+Hn1zBGX1TFYjGYObMrY8fGYxiUSWiU/NExY0ZXLf4pIgAczLQnL1btgjV7ICO37P6IQMgrhNxCe0nULYcgNRtiQuH8SPfEXGJMrL386ob99sU+o1rYp5ZoRIaI1EYqBawik5Wks4PTnaEnBpfTkuGE0Z8Q/HHv+8HBhDKQEOLJ4ihFROBFLMEakSG15rJkxrp16/j222/ZvXs3x44d4+TJkxWWY62IYRisWbPGVaGJNDr5+VY2bjx2avRFOtu2ZZfZHxRkYfDgcIYNC+OqqyJo186LZcuWcdVV4Xh5Vf2Ly2o12bAhkyNHCoiK8iEuLtRtCYMxY1qzcGEskybtKrMYaHS0LzNmdFVZVpFmLCsffkprzaqFHny1B/amld0f5AtXdoahXe3J0L98Un5diqTj9ikeCye6fwSExUPlV0Wk9jIp4isyWEkG8WQ7+jsPoC8tGE4YgwgluIF9dm3BUPlVcRqn/3R//PHHPP744xw6dKhW55umieGusZ8iDYRpmuzalcOqVemsWpXBunUZnDx5ul6gYUDv3i246qpwrroqnEsuaYmX1+mP9IqKqlfaavHilAoTBzNnui9xMGZMa0aPjmwwCRYRcY8iK2xKhK/22Edg/JDgSbGtn2O/xQP6drAnL4Z1hb4x4GWxj8KI+XvFC2ya2OdnP7TQPjJCIyFEpDHJppi1ZLKCDH7iRKlCqhBLEFcRxhBCCaOeFgIScTOnJjOefvppXnzxRYBqj8IQEbukpHzWrMngq6/S+eqrjHJVO9q08WHYMHvyYsiQcMLD6/aLavHiFMaOjS+3PkVSUj5jx8azcGGs2xIaFouh8qsizYzVBlsP28umfr0HNvxmX8jzNIMo/xyujfXjqu4WBnWGlhUsAbRhf9m1KM5kAoeO2Y/TyAgRaegKsfEtx1lGOus5VqYeSFcCGE4YwwijNVogXZofpyUzvvrqK1544YXTDXt6cuWVV9KvXz9at26Nv3/DXHRQxF2ysopYty6Tr76yJzB27So74dvPz4O4uFBHAqN790CnjVqyWk0mTdpV4UKbpmkf+fHQQ7sYPTpSIyJExCVME3YcOZ28+GYfHD9Z9piwAHvCYVhXGNipiF0/ruHqq6+ucvrckRPVu351jxMRqW82TLaQxXIy+IoMskuNweiIL8MJ5yrC6ICfG6MUcT+nJTNef/11wL7eRc+ePVm4cCGdOqlQukiJwkIbP/543JG8+PHHE1itp7MJHh7Qp08LhgwJZ8iQMC69tKXLyqZu2JBZZmrJmUwTDh3KZ8OGTI2QEBGnME3Yf/R08mLdPkgru/wPwb4w4Dy48nwY1Bl6trH3jQBFRbCrGteJquZU7OoeJyJSH0xM9pLHMtJZQQZppSp+RODFcMK5mnDOxx9DC2aKAE5MZvz4448AeHh48Omnn9KxY0dnNS3SKNlsJr/8ksXXX2fy9dcZfPNNJrm51jLHnHeevyN5MWhQGCEhXvUS25lTWOp6nIjImUqSF+v32UddrN1bfvqHn5e9isegzvYExkXtwLOOOdy4ThDd0r7YZ0UTXg3sZVDj9HmLiDQAx/08eM/jCCs4RkKpUqqBWBhCKFcTzkWq+CFSIaclMzIzMzEMgwsuuECJDGmWShbt/PrrTNauzWDdukwyM8suxBkR4c3gwWEMHRrG4MHhdOjgnuGBUVHVm1dZ3eNEREwTdh6B9fvtyYv1+8tP5fD2hEti7ImLK8+3L+Dp4+QcrsUDZt5or1piUDahUfKnwIyxWvxTRFzLillpCdIcivmKTL6wpPHzsAggGQBvDOII4WrCuYKWeKOOSqQqTktmhISEcPToUVq00LhNaR5M0+TAgTzWrrWPvPj66wxSUwvLHBMYaGHAgFAGDQpjyJAwevYMwsPD/Zn1uLhQoqN9SUrKr3DdDMOwVzWJiwut/+BEpFGw2uDXpNMjLzb8Buk5ZY/x9rQnLAacZ/+6/Fzwr4dF9sfE2suvTlpQdjRIdIg9keHusqwi0rStIZNpJJJaaqpIK7y5hnAOUcA3ZFKASUmuorctiFEeEQwmlKAGVkpVpCFz2quld+/eLF++nN9//91ZTYo0OIcPnyyTvDh4sOy6Ez4+BnFxoVx5ZRiDBoXSu3eLMiVTGwqLxWDmzK6MHRuPYVAmoVGyxuiMGV21+KeIOBRZ4eeDp0debPwNTpyxYKefF1x6jj1x0b8T9IsBPzdVCBwTay+/uuHUCJGoFvapJRqRISKutIZMJrO33DS3NAp599QIDICO+DHCGoL3ml+4dVBvvDzqZ6qxSFPitGTG7bffzvLly0lISGDr1q1ceOGFzmpaxG0OHz7JunWZfPON/Wvfvrwqjw8P9+bPf27vtpKmNTFmTGsWLoxl0qRdZRYDjY72ZcaMro3iOYiI66RmwQ8Jp782HTyzVCoE+cLlpZIXfTrYR2M0FBYPlV8VkfpjxWQaiRWu11PCHw/eoivdCaTYVsyyk/H1Fp9IU+O0txw33XQTb7zxBhs2bODee+/l66+/VjlWaXQOHjydvFi3LoMDB8p+7OjhAb17t6BtW18++yy13PnJyQWMHRvPwoWxjSIZMGZMa0aPjmTDhkyOHCkgKsqHuLhQjcgQaaSsttqNRCgshl8On0pcJML3ByAho/xxIf72NkuSFxdG133BThGRpqAIG3NILjO1pCJ52MjHpookIk7gtGSGYRgsWrSIIUOG8NNPP9G/f3/efPNN+vTp46xLiDhdYmJeqeRFJomJFScvBgwIZeDAUK64IoTAQE9iYtZV2J5p2qdpPPTQLkaPjmwUSQGLxVD5VZEmYHF8BWtEtLQvhnnmGhFJx+2Ji+8P2JMXWw5Cftn1ijEM6NYaLukIl3aEfh3t33tomoaIiMN+8vicoywjnUyKzn4CcLSax4lI1Zw6GDQ8PJzvv/+eyZMn8+abb9KvXz+6d+/OJZdcQqtWrfD2rv7E2WeeecaZoYk4Fuxcv/4Y69bZR16cueaFxWLQp0/wqeRFGJdf3pLg4LJzGNetyygzLaP8deDQoXw2bMhUkkBE6sXieHv1jjOHNicdt29//lrw9TqdwDizRCpAaIC90sglHe1ffWOghXsKLomINGjZFLOcdJZwlB3kOrYHYyEL61nPj0DrY4g4g9NntiYnJ5OTk4NhGNhsNrZv386OHTtq3E5jSGZkZ2fz8ssvs2jRIhISErBYLHTu3Jlx48bx4IMP1ih5c6bU1FT+/e9/s3TpUg4ePIifnx/du3dnwoQJ3HXXXRhGw//E391sNpMdO3JYvz6TDRuOsX69fSpFaZ6eBhdffHrkxWWXhRAUVPXL4sw26nqciEhdWG32ERkVzdEu2fbUkrLbPQzo1fZ04uLSjnBeq9MLAIuISFkmJtvJYRFprCSDfGwAeGIQR0tG04p+BHMdv5BGYYV9soG9qkkswfUau0hT5dRkxtq1axk9ejS5ufYMpWEYmKaJWVHtxyo0hj/Uf//9dwYOHEhiYiIA/v7+FBQUsHnzZjZv3sy8efNYs2YNISEhNW57y5YtXHXVVWRk2CcsBwYGkp2dzcaNG9m4cSMLFixgyZIl+Pj4OPMpNSpWq1lunQebzeTnn7McyYuNG49x7FjZYXxeXvbkxcCBYaeSFy0JCKjZyyAqqnr3vbrHiYjURnqOvbrIwviKR1qc6bJz4Jqe9uRFn/YQ6OvyEEVEGr1crCwjnUWksofTC8Gfgx/X04qrCSe01EiLycQwmb0YlE0yG6X2W7RehohTOC2ZsW/fPkaOHEl+/unh98HBwVxwwQW0bt26SS0GarVaueaaa0hMTCQqKor333+fIUOGYLPZWLBgARMnTiQ+Pp7x48ezbNmyGrV94sQJRo0aRUZGBl26dOGDDz6gT58+FBYWMnv2bB5++GFWrVrFww8/zBtvvOGiZ9iwLV6cUq4Ch4+PB6YJhYW2MscGBFi47LKWxMWF0r9/CH37tsTPr26r1cXFhRId7UtSUj4V5ekMw14RJC4utE7XEREpkXwcfj506uug/d9Dx2rWxgMD4JaLXRKeiEiTs4tcFpHKctLJOzUKwxuDoYRxA624kKAKF/EcTCjT6Mw0EsssBtoKbyYTw2D0/lDEWZyWzPjXv/5Ffn4+hmEQHBzMa6+9xrhx4/DyanpzwubMmcO2bdsAWLRoEZdeeikAHh4e3HzzzdhsNm699VaWL1/OmjVrGDx4cLXbnj59OikpKfj5+bFs2TI6duwIgLe3N/fffz9ZWVk8+eSTvP322zz00EN07ty4as5ZrSbffJPJ+vUeBARkMmhQq2ovkpmeXsjLLx/gn/9MKLevoMD+SyYw0MLgwWGO5MWFFwbj5eXc1eosFoOZM7sydmw8hkGZhEbJoKIZM7o2isU/RaTurDb4Zp/B+iNtCdhnMKhL9SqIVKTICntTYVsybEuCrYftiYuUrIqPP6+VfZHPtXvP3nZUi9rFJCLSXBRgYyXpfEJqmbUwOuDLWCIZRTgtq7HexWBCGUgI8WRxlCIi8CKWYI3IEHEypyUzvvrqK8fjxYsXM2jQIGc13eDMnTsXgEGDBjkSGaWNGzeOp556ioSEBN5///0aJTPef/99RxsliYzSHnzwQV588UVycnKYN28eU6dOreWzqH9lR1R48sorPxMd7cvMmV3LlTE1TZPffstj48ZjfPutfcrI7t25FTd8imFASIgXixZd5PJEwpgxrVm4MLbcCJHoaF9mzCj/fESkaTpdQcQT6MMrv1ZeQaQ004TDx04lLU4lLrYlw+5Ue5nUM3kY0LU1XNQOLmpv//fCaAj2sydTYv5uX+yzsjna0SH2kqoiIlJeGoUsIJWFpHIceyfsicFgQhlLK3oTXONSqhYM+qAssogrOS2ZkZKSgmEYnHvuuU06kZGXl8e3334LwIgRIyo8xjAMhg8fzqxZs1i1alW1296zZw8HDx6ssu3AwEDi4uJYvnw5q1atajTJjMWLUxg7Nr7ctIykpHzGjo3no48uJCbGr0zyIi2t6jrdZ6rvKiJjxrRm9OjIcmt3aESGSPNwtgoiCyfaExrH82D7GUmL7clw/GRFrUKgD/RoAz3b2Bfp7N0eLogG/0rWlLZ42JMnY2dT6RztGWNrP1pERKQpMjH5lRzmk8IaMik+1Xu2xpsbieQ6WpVZC0NEGh6nJTNCQkJIS0ujffv2zmqyQdq1axc2m31KQ48ePSo9rmRfSkoKmZmZhIaefX7c9u3by51fWdvLly9n586d1Q3braxWk0mTdlW4vkTJtptv3lpun7e3wcUXt+Tyy1tyxRUhHDlSwJ/+dPbKOPVZRcRiMVR+VaQZqk4FkfHvQfiCyhfntHjA+ZH2pEXPNtCzrf3fDqHgUcPEw5hYe/Jk0hnXiw6xJzKqGiUiItKcFGJjNRl8SAo7S00liSWIW2nNQELx1HQQkUbBacmMc889l9TUVEcFjqYqOTnZ8bht27aVHld6X3JycrWSGTVtOysri5ycHAIDAys8rqCggIKC03/YZ2XZJ10XFRVRVFRU4Tmu8M03mWWmYlQmKMhCXFwIl19uT2BcdFEQvr6nF+v85pvMal0vIsJSr8+vISp5/s39Pria7rPrnXmPz+zXjh075thfr/3aPuPU1JLK5RefTixEtzTpEWXSvY393x5tTLpEgk8FTVit9q+auqYHXN0NNv5mcCQLooLhinNNLB7QFH5E9XqrH7rPrtdQ+7UzNbWfhWyKWehxlI890sg07FNJvE2Dq8xQbrK24nzsxQpMiqmvZ9zU7nFDpfvseme7x666905LZtx888189913bN++ndTUVCIjI53VdIOSnZ3teFxVhZbS+0qf44q2K0tmvPTSSxVOQ1m1alW9VpdZv96D6vyo3X13AQMGJAPJHD8OX39ddr/VCmFhXtjzZRVlzE3CwyEr6wdqWESmyVq9erW7Q2gWdJ9dr+Qez58/n48//rjc/nrv1460Bfqc9bibzt3NtR0OEOhV6pf4UUg6CkmuC49gIDcVVu5z4UXcRK+3+qH77HoNrV+rTGP/Wcjy9eCHc/zZ3NGPwlPz7YJOWrk48SS9E/MIKEzhN3bymxtjbOz3uLHQfXa9yu5xXl5ehdvrymnJjDvuuIOZM2eSkJDAY4895lgkU9zniSee4K9//avj+6ysLNq1a8ewYcMIDg6utzgCAjJ55ZWfz3rc1Vf3ZcCAqkewvPFGGuPG/QpUVEXE4L//7cU117SqQ7RNQ1FREatXr2bo0KFNsqJQQ6H77Hpn3uPBgwfz3//+17E/OTmZXr161X+/ts/glV/PftzEEZ0YcN65rg+oGdDrrX7oPrteQ+3XzhZnfbJistXIIZ0iwvHiQjOwxpVAEsnnA0sKy41Mig37m8ZzTV9us7ZmmGconp0McPPCyHq91Q/dZ9c72z0umSHgbE5LZgQFBbFw4UKGDRvG//73P/z8/Hj11Vfx8/Nz1iUahKCgIMfjqjJMpfeVPqcmbVf2C6y6bfv4+ODj41Nuu5eXV72+kAcNakV0tC9JSfkVrpthGPYqINUp03rTTW3x9LSoikg11ff/dXOl++x6JffYy8urzGi0kydPltlfXwZ1sVctOVsFkUFdPLXwppPp9VY/dJ9dr6H1a5Wp7zjWkMk0Eknl9ELwkXgzmRgGU4016MjhPZJYyzFH/xxLEHfShiuMlhieDW89jIbyf93U6T67XmX32FX33WnJjPXr1wPwyiuv8NBDDzF79mwWL17MuHHjuOSSS2jVqhXe3pUsxV6B/v37Oys0p2rTpo3jcVJSEr169arwuKSk0wOIS59Tk7YrS2aUtB0cHFzpFJOGxGIxmDmzK2PHxmMYFY2ogBkzula7CoiqiIiIu6mCiIiI860hk8nsLZckTqOQyexlGp0rTWhsJ4dZHOI7Tji2DSCEO2jDhVTvg0URaVyclswYOHAghnH6j0nTNElPT+e///1vmaFz1WEYBsXFxc4Kzam6du2Kh4cHNpuN7du3V1pCtaQySevWrau1+CeUrWCyfft2unbtWmXb3bp1q0nobjVmTGsWLox12ogKVREREXcrqSBy/8eQUmr0pCqIiIjUnBWTaSRWWiXKAKaRyEBCykw52U0uszjEeo4DYAFGEM4dtOFc3L/miIi4jtM/MzJPfexuGAaGYWCaZq2+Gip/f38uv/xyAFasWFHhMaZpsnLlSgCGDRtW7bbPP/98R2nbytrOzc1lw4YNNW67IRgzpjWJiQNZvfoi/vrXYlavvoiEhIGaGiIijdaYWPjqL/bHvpZiVj9QTMI/lMgQEampeLLKTC05kwmkUkg89uzxXnJ5hD3cwjbWcxwP4BrC+ZQL+QedlMgQaQacNjKjffv2ZUZmNGUTJkxgw4YNrF27lh9//JF+/fqV2b9gwQIOHDgAwO23316jtm+//Xaef/55PvroI55++mliYmLK7P/vf/9LTk4OFouF8ePH1+l5uIPFYjBgQCi5uTYGDNDUEBFp/Eqmknh52BhwnqGpJSIitXC0mgVRd5HLAlJZRSZgH7ExgnDuoS0daFpr9YlI1ZyWzEhMTHRWUw3ehAkTmDlzJtu2beOGG25g7ty5DB48GJvNxqJFi5g4cSIAI0aMYPDgwWXOnTJliqNcakJCQrlkxaOPPso777xDSkoKI0eO5P3336d3794UFhby7rvv8vTTTwNwzz330LlzZ9c/WRERERERF4ugegsEzuAgtlOPhxHGPbTVKAyRZsppyYzmxNPTkyVLljBo0CASExMZMmQI/v7+2Gw28vPt60HExsYyb968GrfdokULli5dylVXXcXOnTvp06cPQUFB5OfnU1Rkz1gPGzaMV1991anPSURERETEXWIJJhJv0iiscN2MEjagPyE8QDvOUxJDpFlz2mDY9evXO75OnDhx9hMauZiYGH799VeeeeYZevTogWEYeHl50bt3b6ZPn84PP/xASEhIrdru3bs3O3bs4OGHH+a8886jqKiIgIAArrjiCmbPns3y5csrLLkqIiIiItIYWTCYTAwAlU1Cbos3b9OVmZyvRIaIOL+aia+vL8nJyc5qtkELCgpi6tSpjmkj1TFlyhSmTJly1uMiIyN55ZVXeOWVV+oQoYiIiIhI4zCYUKbRmRdJILPUGhoewI1E8hgxeFSa6hCR5sZpyQwvLy+Kioro0qULLVq0cFazIiIiIiLSDORQzBayOHYqkeGFwQjCmEwMgZodLyJncFqv0Lp1aw4fPkzLli2d1aSIiIiIiDRxJiZfkck0Eh1VTYYTxl/pQATebo5ORBoqpyUzOnXqxKFDhzh8+LCzmhQRERERkSbsMPn8k0S+5TgA7fDlSWK4hJZujUtEGj6nLQA6duxYAPbv38++ffuc1ayIiIiIiDQxNkw+5Ag38ivfchwvDP5EWxbQS4kMEakWpyUz/vCHP9C+fXsAJk2ahGlWVVRJRERERESao2QKuJddTON38rFxMcF8Qi/upR0+zvvzRESaOKf1FkFBQXz00UcEBQWxcuVKrrvuOlJTU53VvIiIiIiINGImJp+Rxk38yiay8MWDJ4jhLboSg5+7wxORRsZpa2asX78egJdffpm//vWvLF26lI4dOzJy5EiuuOIKzjnnHIKCgvDwqF7+pH///s4KTURERERE3CiDQp7jAOtPrY1xAYE8Ryfa4+vewESk0XJaMmPgwIEYxum6z6Zpkp+fz+LFi1m8eHGN2jIMg+LiYmeFJiIiIiIitWTFJJ4sjlJEBF7EEowF4+wnnrKZLJ5gH+kU4YXBfbTjNqJq1IaIyJmcXrDZNE0MwyiX2BARERERkcZlrXGMVzhMKoWObZF4M5kYBhNa5bk2TOaQzH85hA04Fz9e4jzOw9/FUYtIc+C0ZEb79u3LJDBERERERKTx2hnlwyeWA+W2p1HIZPYyjc6VJjROUMwz7HdMKxlFOE/SET8srgxZRJoRpyUzEhMTndWUiIiIiIi4kRWTFT2DKtxnAgYwjUQGElJuushucnmEvSRTgDcGj9OR64nA0LQSEXEi1T4SEREREZEytho5ZPlZqCz/YAKpFBJPVpnt33CMO9lBMgW0w4e59GAMrZTIEBGnc/qaGSIiIiIi0rilU1St446eOs7E5ENSeJnfMYFLaMG/OY8g/bkhIi6i3kVERERERMoIx6tax0XgRTEm00jkE1IBuIFWPE4MXhoELiIupGSGiIiIiIiUcaEZSPBJK1m+FU81MYBWeNOVQP7KHjZwHAN4iPbcRpSmlYiIy9VLMiM3N5eEhASOHTtGQUEBLVu2JCIigg4dOtTH5UVEREREpAYsGAzfls0nF7fEwL5GRomSNMVfaMfD7GETWfjiwQt04sqzlGsVEXEWlyUzDh8+zFtvvcXnn3/Orl27sNls5Y4JCQnhiiuu4O6772bkyJEq7SoiIiIi0kB0O1LAv6zn8IrnYVIpdGxvhTcP0I5PSOUXcvDHg9foQm+C3RitiDQ3Tk9m2Gw2nn/+eV544QWKi4sBMM3TuVzDMBzfZ2Zm8sUXX/DFF19w4YUX8v7779O9e3dnhyQiIiIiIrUwyAxhMBHEk8VRiojAixj8+At72EUuQVh4g670INDdoYpIM+PUZIbVauWGG27giy++wDTNMomLEpV9Hx8fT9++fVmxYgVxcXHODEtERERERGrJgkEfWgCQTTET2cke8gjBk1l05XwC3ByhiDRHTl1iePLkySxZssTxfWBgIPfccw9LliwhMTGRnJwcioqKyMjI4KeffuK1116jX79+gH3ExsmTJ7nmmms4fPiwM8MSEREREZE6OomVSexhD3mE4cU7dFciQ0TcxmnJjN27d/P666871r249tpr2bdvH2+++SajRo2iffv2+Pv7Y7FYCAkJoU+fPjzwwAN8//33LFiwgKCgIAzDIDs7myeeeMJZYYmIiIiISB0VYeMx9hFPNoFY+C9dOAc/d4clIs2Y05IZ77//vmONjFGjRvHpp5/SqlWrap17ww03sGLFCiwWC6ZpsmDBAnJycpwVmoiIiIiI1JINk2f5jY0cxxcP/kMXjcgQEbdzWjJj1apVgH26SOkRGtV1ySWXMGHCBACKiopYt26ds0ITEREREZFaeovDLCcDTwymcR4XEuTukEREnJfMOHToEIZh0L17d9q1a1erNq6++mrH44MHDzorNBEREREROYMVk82cYDnpbOYEVsxyx3xlHONtkgB4mnO4gpD6DlNEpEJOq2Zy4sQJAMLDw2vdRulzs7Ky6hyTiIiIiIiUt4ZMppFIKoWObZF4M5kYBhMKwJEWnsyxJABwG1FcS4RbYhURqYjTRmaEhoZimmadKpEkJSWVaU9ERERERJxrDZlMZm+ZRAZAGoVMZi9ryOQ4xczv25ICw+QyWjCJ9m6KVkSkYk5LZpxzzjkA7N+/n+3bt9eqjQULFpRrT0REREREnMOKyTQSK5hQgmPbNBJ5zpJAlr+F9qYP/+Q8LNRsPTwREVdzWjJjxIgRjscTJ07k5MmTNTr/008/5dNPPwUgICCA/v37Oys0EREREREB4skqNyKjNBNIpZCNHllYrCYvFp9DkPNmpouIOI3Tkhl33nkn/v7+APz0008MGDCAbdu2nfW84uJipk+fzrhx4wB7NZS77roLb29vZ4UmIiIiIiLAUYqqfezQndl0xt+F0YiI1J7T0qxt2rTh2Wef5fHHH8cwDDZv3kxsbCz9+/dnxIgR9OzZk/DwcLy9vcnOziYhIYEff/yRRYsWkZqaimnaB7ZFR0fz7LPPOissERERERE5JQKvah3XwxZAvwOp0MXFAYmI1JJTx4xNnjyZpKQkXnvtNQzDwGaz8c033/DNN99Ueo5pmhiGfQ5eZGQkq1evpmXLls4MS0REREREgFiCicSbNAorXDcDwAD+ZT2HTRyoz9BERGrEadNMSsyYMYMPP/yQiAh76SbTNB2jLkoel/6+5N+xY8fy66+/0rlzZ2eHJCIiIiIigAWDycQAVLqk5y20JgJN+RaRhs3pyQyAcePGcfDgQf73v/9x44030r59e0fiooSvry+XXXYZjz/+OLt37+aTTz5xJEBERERERMQ1BhPKNDrTqoKExfn48ygd3BCViEjNuGxpYm9vb2699VZuvfVWAKxWK8ePH6egoIAWLVoQEBDgqkuLiIiIiEgVBhPKQEKIJ4uvyORjUvHB4GU6Y6gMq4g0AvVWZ8lisRAWFlZflxMRERERkSpYMOhFEM+eWhvjLtrSFl83RyUiUj0umWYiIiIiIiIN30ekkEwBEXjxB6LcHY6ISLUpmSEiIiIi0gydoJh3SALgPtrhh8XNEYmIVF+Np5k899xzroijnGeeeaZeriMiIiIi0hx9RArZWOmEH9eghfhFpHGpcTJjypQpGIbrFwVSMkNERERExDVOYmU+KQDcTVssWvRTRBqZWi8AemapVWeqj2SJiIiIiEhztZg0TlBMO3wYghbpF5HGp8bJjL59+zo92XDkyBEOHjyIYRguTZKIiIiIiDR3Rdj4gCMATKCNRmWISKNU42TGDz/84LSLp6Wl8eKLL/LWW29pNIaIiIiISD3YyHFSKSQUL62VISKNlluqmRw/fpwnn3ySc889l//85z8UFhYC9qkrXbp04aOPPnJHWDWSnZ3NlClT6NmzJ4GBgbRo0YKLL76Yl19+2fF8aqNkTZKzfe3fv9+Jz0ZEREREmovFpAFwLRF4q7ihiDRStV4zozZycnJ49dVXeeWVV8jKyiozpaRjx448++yz/OEPf8DDo2F3qr///jsDBw4kMTERAH9/fwoKCti8eTObN29m3rx5rFmzhpCQkFpfw8vLi9DQ0Er3e3rW63+diIiIiDQBRyjgW44DcD2t3BuMiEgd1EvWID8/n+nTp3POOecwZcoUTpw44UhktG3bllmzZrFnzx5uv/32Bp/IsFqtXHPNNSQmJhIVFcXq1avJzc0lLy+Pjz76iKCgIOLj4xk/fnydrnPZZZeRkpJS6VdMTIxznpCIiIiINBtLOIoJ9CWY9vi6OxwRkVpz6cf7xcXFvPXWW7z44oukpKSUGYnRqlUr/va3v/HnP/8ZHx8fV4bhVHPmzGHbtm0ALFq0iEsvvRQADw8Pbr75Zmw2G7feeivLly9nzZo1DB482J3hioiIiIg4rCYDgJFaK0NEGjmXDIOw2Wy89957nHfeefzlL3/hyJEjjn0hISG88MILHDhwgIceeqhRJTIA5s6dC8CgQYMciYzSxo0bR8eOHQF4//336zU2EREREZHKHOAkv3ESTwwGUvvp0CIiDYHTkxkfffQRXbt25e677+bgwYOO7YGBgfz9738nISGBJ554An9/f2df2uXy8vL49ttvARgxYkSFxxiGwfDhwwFYtWpVvcUmIiIiIlKVr06NyuhHC4Lrd+k8ERGnc1oy4/PPP+eCCy5g/Pjxjkobpmni6+vLo48+yoEDB3juuecIDg521iXr3a5du7DZbAD06NGj0uNK9qWkpJCZmVmra+3YsYMePXrg5+dHYGAg559/PhMnTiQ+Pr5W7YmIiIhI8/YNxwAYTOWLzIuINBZ1TsmuWrWKp59+ms2bNzu2maaJt7c3EydO5KmnnqJ169Z1vUyDkJyc7Hjctm3bSo8rvS85ObnKqiSVSU9PJzMzk5YtW5KVlcXevXvZu3cv7777Lk8++STPP//8WdsoKCigoKDA8X1WVhYARUVFFBUV1TgmZym5tjtjaOp0j+uH7rPrnXmPz+zXjh075tjvrv+HomIAL0cc4hp6vdUP3WfXc1e/lkUxuzxzwYC+RQEUUXXb+llwPd3j+qH77Hpnu8euuveGWXpVzhrYuHEjTz31FBs3bgRwLO5psViYMGECzzzzDO3bt3depA3Ahx9+6KhSsm/fPjp16lThcatXr2bYsGEAfPfddxWurVGZefPmkZyczOjRo+nYsSNeXl4UFhaybt06nnzySbZs2QLA9OnTeeSRR6psa8qUKUydOrXC59EYp/mIiMyfP5+PP/643HZ39muHcwJ54NvBBHkV8sGVy90Sg4g0XvXVr+2K8uHjvi0Jzy7mga8znNauiMjZ5OXlceutt3LixAmnztSocTJj8+bN/P3vf2f16tXA6SRGSTWPqVOnVvpHvjvMmTOHO++8s9bnL1++3LEGRn0kM6qSn59P//792bRpE4GBgRw+fJgWLVpUenxFIzPatWtHenq6W6f7FBUVsXr1aoYOHYqXl5fb4mjKdI/rh+6z6515j8/s15KTk+nVq5db+7XdqdDrRS+CvApJealYPwsuotdb/dB9dj139WvTPA6ywHKUG60RTLad/QNH/Sy4nu5x/dB9dr2z3eOsrCzCw8Odnsyo8TSTvn37YhiGI4lhGAbXXXcd//jHP+jWrZvTAmuIgoKCHI/z8vIqPa70vtLn1JWvry8vvvgiQ4cOJScnhzVr1jBmzJhKj/fx8amwWoyXl1eDeCE3lDiaMt3j+qH77Hol99jLy4vAwEDH9pMnT5bZ75bYSv0m1c+C6+ke1w/dZ9er735tG7kAXGxpiZel+u3qZ8H1dI/rh+6z61V2j11132u9ZoZhGAB06tQJi8XClClTnBUThmFUONyuNm655RZGjRpV6/NLj3xo06aN43FSUhK9evWq8JykpKQKz3GG0qM8Dhw44NS2RURERKTpKcTGfuxJku4EuDkaERHnqPMCoPv373dUL3EG0zQdiRJnqGx0Qm107doVDw8PbDYb27dvr7Q86/bt2wFo3bp1rRb/FBERERFxlv3kUYxJCzyJwjnvi0VE3K1WpVlN03TZV0Pm7+/P5ZdfDsCKFSsqPMY0TVauXAngWDfDmX744QfH444dOzq9fRERERFpWnafmmJyPv5sIYvlpLOZE1hp2O+9RUSqUuORGRMmTHBFHI3GhAkT2LBhA2vXruXHH3+kX79+ZfYvWLDAMf3j9ttvr1HbZxuVUlBQwFNPPQVAQEAAgwcPrmH0IiIiItLcJJIPwHZymMgux/ZIvJlMDIPRSGIRaXxqnMx47733XBFHozFhwgRmzpzJtm3buOGGG5g7dy6DBw/GZrOxaNEiJk6cCMCIESMqTDaULpeakJBATEyMY9/69ev5xz/+wR133MHAgQOJjo4G7KvDrl+/nieeeIJNmzYB8Mwzz9CyZUvXPlkRERERafTiyQIgD1uZ7WkUMpm9TKOzEhoi0ujUec2M5sbT05MlS5YwaNAgEhMTGTJkCP7+/thsNvLz7Vnv2NhY5s2bV+O2TdNkzZo1rFmzBgA/Pz8CAgI4ceIERUVFgL0E7t/+9jcee+wx5z0pEREREWmSrJjsOjXN5EwmYADTSGQgIVhw3rp1IiKuVqs1M5q7mJgYfv31V5555hl69OiBYRh4eXnRu3dvpk+fzg8//EBISEiN2+3ZsyfTp0/nhhtuoHPnzvj5+XH8+HH8/Py44IILeOCBB9i6dSsvvPCCC56ViIiIiDQ18WRhrWK/CaRS6Bi9ISLSWGhkRi0FBQUxdepUx5SR6poyZUqlZWzDwsJ45JFHnBCdiIiIiAgkUVCt445S5OJIREScSyMzRERERESaKN9qvt2PwMvFkYiIOJdGZoiIiIiINFFt8alyvwG0wptYgusnIBERJ9HIDBERERGRJqp0BZMzl/cs+X4yMVr8U0QaHY3MEBERERFpooowAWiLN8XYF/ss0QpvJhOjsqwi0igpmSEiIiIi0kQVnRqZEYo379GdeLI4ShEReBFLsEZkiEijpWSGiIiIiEgTVXxqZIYnBhYM+tDCzRGJiDiH1swQEREREWmiPE6NvDDdHIeIiLMpmSEiIiIi0kR5n0pmFJRaCFREpClQMkNEREREpInyOfV2X8kMEWlqlMwQEREREWmiSpIZ+UpmiEgTo2SGiIiIiEgT1eLUev8nKHZzJCIizqVkhoiIiIhIExWKFwC5WDXVRESaFCUzRERERESaqEAseJ5aBPQYRW6ORkTEeZTMEBERERFpogwMwk6Nzkij0M3RiIg4j5IZIiIiIiJNWBt8AEiiwM2RiIg4j5IZIiIiIiJNWDt8AThEvpsjERFxHiUzRERERESasOhTIzMOK5khIk2IkhkiIiIiIk1YDH4AHOCkmyMREXEeJTNERERERJqwzvgDsJ88ijHdHI2IiHN4ujsAERERERFxnXb44ocHJ7HxOyc5F3+smMSTxVGKiMCLWIKxnCrhKiLSGCiZISIiIiLShHlg0Bl/fiGHPeSRSD7TSCS1VKnWSLyZTAyDCXVjpCIi1adpJiIiIiIiTVwPAgH4kqNMZm+ZRAZAGoVMZi9ryHRHeCIiNaZkhoiIiIhIE3chQQD8RFaFq2aUbJtGIlatqyEijYCSGSIiIiIiTVxJMqOqBUBNIJVC4smqp6hERGpPyQwRERERkSYuHG9C8arWsUcpcnE0IiJ1p2SGiIiIiEgz0PPUuhlnE1HNpIeIiDspmSEiIiIi0gyMJqLK/Qb2qiaxBNdPQCIidaBkhoiIiIhIM9CPFpW++TdO/TuZGCyO70REGi4lM0REREREmgF/LPQ5NeoiEEuZfa3wZhqdGUyoO0ITEakxJTNERERERJqJkmTFSaxltpsqxyoijYySGSIiIiIizYTXqSkk1jO2H6WIyexlDZn1H5SISC0omSEiIiIi0gxYMXmLpAr3lYzLmEYiVo3SEJFGQMkMEREREZFmIJ4sUimsdL8JpFJIPFn1F5SISC0pmSEiIiIi0gwcpcipx4mIuJOSGSIiIiIizUAEXk49TkTEnZTMEBERERFpBmIJJhLvU0uAlmcAkXgTe6p8q4hIQ6ZkhoiIiIhIM2DBYDIxFe4rSXBMJgZLpekOEZGGQ8kMEREREZFmYjChTKMzkXiX2d4Kb6bRmcGEuikyEZGaUTJDRERERKQZGUwoXxLLvznPMQbjVTrTAgvLSWczJ1SeVUQaPE93ByAiIiIiIvXLgsFQwlhJBmvI5I/sJB+bY38rTy8GRvlwtRtjFBGpikZmiIiIiIg0U10IACiTyABIo4hPLm7BWuOYO8ISETkrJTNERERERJohKyYLSa1456n5J69YDmnKiYg0SEpm1FBeXh7Lly/n+eefZ8yYMXTo0AHDMDAMgylTpjjtOqmpqTzyyCOcf/75+Pn5ERoaSlxcHO+88w6mqV8oIiIiIlI38WSRSmHlBxgGqUYR8WTVX1AiItWkNTNq6KeffuLqq107e3DLli1cddVVZGRkABAYGEh2djYbN25k48aNLFiwgCVLluDj4+PSOERERESk6TpKkVOPExGpTxqZUQshISEMHjyYyZMnM3/+fFq3bu20tk+cOMGoUaPIyMigS5cubNq0iezsbHJzc3n99dfx8vJi1apVPPzww067poiIiIg0PxF4OfU4EZH6pJEZNRQXF0dmZmaZbX/729+c1v706dNJSUnBz8+PZcuW0bFjRwC8vb25//77ycrK4sknn+Ttt9/moYceonPnzk67toiIiIg0H7EEE4k3aRRWvCqGaRKCJ72MoPoOTUTkrDQyo4YsFotL23///fcBGDdunCORUdqDDz5IYGAgVquVefPmuTQWEREREWm6LBhMJgZwrPdZlmFwzLByLVtZQ2ZFR4iIuI2SGQ3Inj17OHjwIAAjRoyo8JjAwEDi4uIAWLVqVb3FJiIiIiJNz2BCmUZnWuFd6TFpFDKZvUpoiEiDomRGA7J9+3bH4x49elR6XMm+nTt3ujwmEREREWnaBhPKEi4kpJIZ6CVTUKaRqDKtItJgaM2MBiQ5OdnxuG3btpUeV7IvKyuLnJwcAgMDKzyuoKCAgoICx/cnTpwAIDMzk6Ii961KXVRURF5eHhkZGXh5aUEpV9A9rh+6z6535j0uKCigsPB0GcGSftOd/dqxY0ChF6atkIyMYv0suIheb/VD99n1Gmq/ttXIJt3zRJXHJJPLuuLfudDUGhrOoNdb/dB9dr2z3ePs7GwATNO5yVAlMxqQkv9kAH9//0qPK70vOzu70mTGSy+9xNSpU8ttr2gtDhGRxqwh9Gs5QNRb7o5CRJqKhtCvVWSIuwMQkUYrOzubFi1aOK29Jp/MmDNnDnfeeWetz1++fDnDhw93YkT154knnuCvf/2r43ubzUZmZiZhYWEYRoXLPNWLrKws2rVrx6FDhwgODnZbHE2Z7nH90H12vTPv8ZkjzqxWK4cOHaJ79+4uX6C5JnGK8+ke1w/dZ9dTvyYldI/rh+6z653tHpumSXZ2Nm3atHHqdZt8MqMxCQo6PWQvLy+v0hdbXl5eheecycfHBx8fnzLbWrZsWbcgnSg4OFgdiovpHtcP3WfXq+oed+jQoZ6jqZx+FlxP97h+6D67nvo1KaF7XD90n12vqnvszBEZJZp8MuOWW25h1KhRtT7fFTe9MqUzVUlJSZX+ICQlJQH2H5bKppiIiIiIiIiINFVNPplR0eiEhqp0BZPt27fTtWvXCo8rqXrSrVu3eolLREREREREpCFRadYG5Pzzz6d9+/YArFixosJjcnNz2bBhAwDDhg2rt9icycfHh2effbbRJJkaI93j+qH77HqN5R43ljgbM93j+qH77HqN5R43ljgbM93j+qH77HruuseG6ez6KM1QTEwMv//+O88++yxTpkypU1tPP/00zz//PP7+/uzYsYOYmJgy+//973/z+OOPY7FY2LlzJ507d67T9UREREREREQaG43MqIVjx46Rnp7u+LLZbIB9Yc7S23NycsqdO2XKFAzDwDAMEhMTy+1/9NFHad26NXl5eYwcOZItW7YAUFhYyKxZs3j66acBuOeeexp9ImPOnDlV3ovmRvdDpPHT67gs3Q+Rhk+v07J0P0QaDyUzaiE2NpaIiAjH16FDhwCYNm1ame0PPPBAjdtu0aIFS5cuJSwsjJ07d9KnTx/HQp/33XcfhYWFDBs2jFdffdXZT6tW1q1b5+jw6zoqpTErfR/O/PLz86Ndu3aMGjWKd955h/z8fHeHK43Ezz//zIsvvsiIESNo164dPj4+BAYG0rlzZ+644w7HlLO6SktLY+nSpTzzzDOMGDGC8PBwx8/vHXfcUe/tuJv6NTv1a1KfHnvssTI/Y+vWratTe87ojwYOHFjpa6Cyr7rGXVvqt+zUb4krOPP9zcGDB3n00Ufp2rUrAQEBhIaG0rdvX6ZPn16mYmVtOPN9Y35+Pm+88QaDBw8mIiICb29v2rZty8iRI/n444/rFKczNfkFQBuj3r17s2PHDv71r3+xdOlSDh06REBAAD169GDChAn88Y9/xMNDeajGIj8/n8OHD3P48GG+/PJLpk+fzpIlS9wysmbOnDnceeedACQkJJSbxtTc42lIBgwYwPr168ttLywsZN++fezbt4+5c+dy22238c477+Dt7V3ra0VGRtYlVKe3Iw2f+rXGE09j8Msvvzj9Qxp39EceHh6cd9559X5dqR71W40nnobGWf3Jl19+yfjx4zlx4oRjW15eHps2bWLTpk288847LFu2jHPOOafGbTvzfeOePXsYPXo0e/bsKbM9OTmZ5ORkli1bxpw5c1i4cCEBAQE1jtWZ9BdxLSQmJmKa5lm/5syZU+7cKVOmOPZX1VFERkbyyiuvsHfvXk6ePMmxY8fYsGEDd999d5NJZNxxxx3VuheNzZ///Ge2bdvm+Prxxx956623HNVp9uzZw/Dhwzl58qSbI5WGrKQEc5s2bZg0aRILFy7kp59+4vvvv+eVV16hbdu2AHzwwQdOHfXQrl07pywu7Kx2Ghv1a+rXpGZsNhsTJ06kuLiYVq1aueQate2P3nvvvTI/9xV9lf6EcvDgwY6+uTFRv6V+S6qvtv3JL7/8wk033cSJEycIDAzkhRde4LvvvmPNmjVMnDgRsP9Mjhw5ssKlCs7GWe8bjx49ytChQx2JjBtvvJGlS5fy888/s3TpUm688UbAXqzilltuqXGczqaRGSJO1qpVqzJldgH69u3LbbfdxsCBA/npp59ISEjg3XffrdVUJGkeunTpwosvvsgNN9yAxWIps++SSy7htttu4/LLL2fv3r3Mnz+fP//5z8TFxdXqWs888wwXX3wxF198MZGRkSQmJtKxY0e3tSMNj/o1cZXXXnuNTZs20aVLF66//npeeuklp7TrjP6oOsd/8MEHjse33357jeMU11G/Jc7ijP7koYceIi8vD09PT1atWsWll17q2HfllVdy3nnn8dhjj7F7925eeeUVnnnmmRq176z3jVOnTnUsoXBmcYvY2FhGjhzJs88+y3PPPccXX3zB4sWLGTNmTI1idaam8RG/SCPg5+fHCy+84Ph++fLlboxGGrqlS5dy0003lfuFVCI8PJyXX37Z8f3ChQtrfa2pU6cyatSoOg+jdFY70nioX5O6OHTokGNh81mzZtVputyZ6qM/stlszJs3D4DAwEC3vqGX6lO/JTVV1/5k06ZNjvV07rrrrjKJjBKPPPKIY9TQjBkzKCoqqtE1nPG+0Wq1Ovq0Dh06OPrnMz3zzDO0b98ewGkJ6NpSMkPc5myrRZeu/AL2uY7Tpk3joosuIigoiKCgIPr27cvrr79OcXHxWa/3008/MXHiRDp37kxgYCABAQF06dKF+++/n3379jn76VXokksucTz+/fffa9VGYWEhb7zxBoMGDXIsyNO6dWuuvvpq/ve//zmq65RWsiBWyXxIsH/iVNeFy7Zv387zzz/PVVddRXR0tGOhofPOO48JEybwww8/VHieq+LJzc0lMjISwzA455xzKv1FkJ+fzxVXXIFhGPj4+Lhtwba6GjhwoOPxb7/95r5AxEH9mvo19WvVd99995GTk8OECRPK9GeNxZo1axxDu8eOHYu/v7+bI6od9Vvqt9RvudZnn33meFz6Xpfm4eHhGN117Ngxl9yLs71v3LdvH8ePHwdg6NChlSZGLBYLQ4cOBWDz5s3urfpjitTB2rVrTcAEzGeffbZG57733nuOcxMSEsrtf/bZZx37U1JSzAsuuMDx/Zlf11xzjWm1Wiu8TlFRkfnnP/+50nMB08vLy3z77bdrcQfsqnsfTp486TiuS5cuNbofpmmaiYmJZteuXat8LldccYWZkZFRaXxVfa1du7ZWz7mqr7/97W+1Prcm8ZSYMWOG4/yK/k9tNps5duxYEzANwzDnz59f42s0FBkZGWVeA86SkJDgaHfChAlub6e+qV+zU7+mfs2VPv74YxMwQ0NDzbS0NNM0y74+anOfquKK/ugPf/iDo82vv/7aKW3WlvotO/Vb6rfqQ037k7i4OBMwAwICzKKiokqP++677xztPvPMM06M2O5s7xu//fZbx/6nnnqqyraefPJJx7Fz5851eqzVpZEZ0iiMGTOGXbt28Ze//IXVq1ezZcsWPvzwQ8dwrC+++ILZs2dXeO5dd93FrFmzABgxYgT/+9//+Omnn9i0aROzZ8+me/fuFBUVcc899/DFF1+49Hn8+uuvjsdt2rSp0bk5OTlceeWV7Nq1C4DrrruOJUuWsHnzZhYsWMCAAQMA2LhxI6NGjcJqtTrOvfjii9m2bRvPP/+8Y9vKlSvLLWR28cUXVzue4uJiAgICuOmmm3jzzTdZt24dP//8MytWrODll1+mQ4cOAPzzn//kvffeK3OuK+Ipce+99zqGvr3wwgsUFhaW2f/II484htZNmzaNcePG1fgaDcU333zjeNylSxc3RiK1oX5N/Vp1NbV+7fjx40yaNAmAf/3rX0RERLg5oprLycnh008/BaB9+/aNcmRJbajfUr9VXU2t36qLkp+VTp064elZ+ZKVpd/LlZzjTGd731i6MknpiisVKb1/586dToiultyWRpEmob4+CfDy8qowK5yRkWFGRkaagNmrV69y+xcuXOhoY/bs2RXGcfLkSfPKK680ATMmJqbKjGllqnsfRo8e7TjuueeeK7PvbPfj0Ucfdez/+9//Xm6/zWYzx48f7zjmjTfeKHdMdT5tqK6jR4+ax44dq3R/QUGBOXToUBMwO3ToYBYXF7s0ntLeeecdR7uzZs1ybC/9KcFDDz1UozZLzqvL13vvvee052i1Ws2+ffs62t60aZPT2tbIDPVrpql+rSLq15zTr02cONEEzMsuu8y02WyO7Y1pZMacOXOq/QlmfVC/Zad+qzz1W85/P1aT/qT0KKCRI0eete2AgAATMC+55JI6xXim6rxvzMnJMb28vCp9HZfWs2dPR1u33HKLU2OtCY3MkEbhwQcfrPBTj9DQUMfcs19//bVcFrFkUZrrr7+eu+++u8K2fX19ef311wF72V1nz1E7efIk33//Pddeey2ff/45AMHBwdx7773VbqOgoIB33nkHgG7dupVZWbiEYRi88cYbhIWFATiek6uEh4fTsmXLSvd7e3szbdo0wD4fdevWrS6Np7Q77rjDUTf+xRdfpLCwkMWLF/PXv/4VsJeZKr0IUmP06quv8tNPPwH2n+8+ffq4OSKpKfVr6tdqoqn0axs3buSdd97B09OTN99807EOQ2Pz/vvvOx43pyom6rfUb9VEU+m36iI7O9vxODAw8KzHl4yOqE151qpU531jQEAAgwcPBuyv4/nz51fY1vz589m2bZvj+9LPsb6pNKs0CuPHj690X+/evR2PExISuPDCCwF7veUtW7YAcNNNN1XZfteuXQkPDyc9PZ3vv/+eIUOG1DrWqVOnMnXq1Er3BwcHs2jRohoNq92yZYtjQZ477rij0gV5goODuemmm5g1axY7d+7kyJEjREVF1Sj+2iooKCA1NZWcnBzHolemaTr2//LLL2X+r1zJYrHw3HPPMW7cOA4dOsR9993HvHnzsNls9O/fnw8++AAPj5rlckt32rUVHR1d5zbAPkzwb3/7G2AvPVcybFcaF/Vr6tdqoin0a4WFhdxzzz2YpsnDDz9Mz54963x9dzh8+LDjD+1LLrnE8cdac6B+S/1WTTSFfquu8vPzHY+rU7HJx8cHsCffnKUm7xunTp3KV199RXFxMRMmTOC3337j9ttvJyoqiiNHjvD+++/z3HPP4e3t7Zg65MxYa0rJDGkUqloPIDQ01PG4dGZw8+bNjse33HILt9xyS7WulZKSUosIz65du3Zcd911PProo445hNW1fft2x+N+/fpVeWy/fv0cndT27dtd+sszNzeX1157jY8++ogdO3aUmRd6pvT0dJfFUZGbbrqJf/7zn2zdupV3330XgO7du/P55587flHUxJm16t1lx44dXH/99RQXF+Pj48Mnn3yiUqiNlPo19Ws11dj7tRdffJFdu3bRvn17nn322Xq9tjOVrlQxYcIEN0dTv9Rvqd+qqcbeb9WVr6+v4/GZ64ZUpKCgALCXEHaGmr5v7Nu3L++++y4TJ06ksLCQp59+ulyJVovFwowZM3jwwQcBCAoKckqstaFkhjQKVZU7K53RLd15p6Wl1epaeXl5tTqvxJ///Gfuu+8+x/e+vr6EhYUREhJS6zYzMzMdj8/2h2vr1q0rPM/ZEhMTufLKK0lISKjW8fWdtTUMg4kTJ3L//fcD9kz08uXLqxyK2dAlJCQwbNgwjh07hsViYf78+Y6FxqTxUb+mfq2mGnO/tnv3bsdUg//85z9lFpprbD744APA/gnqzTff7OZo6pf6LfVbNdWY+y1nKP2HfnWmjuTm5gLVm5JyNrV933j77bdzwQUX8MILL7BixQpHctLDw4NBgwbxwgsvlOnD6/KaqislM6TJKv2LdN68efTq1ata59X1BdmqVSuXZo3PNr+49FBCV7rttttISEhw1CcfN24cXbt2JSIiwpFpt9lsjiGY9RVXiX379pX55C83N7dWnwCUKP1pTG1FR0fX+pd3cnIyQ4YMITk5GcMw+L//+z+uv/76OsckjYv6NddSv1Zz1e3XXn31VQoLCznnnHPIy8vjo48+qjKer7/+2vHJ/DXXXNNgkh+bN292rNw/atQot76JbyzUb7mW+q2aq8v7sZry9fV1TJ06fPhwlcceO3bMkcxo165dna5b1/eNF1xwAZ988glWq5UjR46Qn59PmzZtHAnNDz/80HFst27d6hRrXSiZIU1WycJLYP+F09iGpZVWeuhmSkpKlfNzU1NTKzzPmXbv3s3GjRsBeOKJJ3jhhRcqPO7YsWMuuf7ZpKWlMXz4cNLT0wkLCyMjI4Pc3FxeeOEFZs6cWas2nTG3+7333uOOO+6o8Xnp6ekMHTqUAwcOAPZPNZvTgnNymvo19WuNtV8rGTp94MCBak0z+Mc//uF4nJCQ0GCSGaUX/mxuU0xqS/2W+q3G2m85S9euXdmwYQP79++nuLi40vKsu3fvLnNObTnzfaPFYqlwjZGSnzs4+5QrV1I1E2myYmNjHY9XrVrlxkjqrvQv/h9//LHKY0tWKj7zPDj7pwjVtWPHDsfjquqCl54nWxFXrGKfm5vLyJEjOXDgAIGBgaxatYrrrrsOgLfeeouDBw86/ZqudOLECa666irHJ4H//Oc/HUM1pflRv6Z+rSn0a41VUVGRY0RJREQEI0aMcHNEjYP6LfVbzb3fuuKKKwD7PSlZDLci33zzjePx5ZdfXqtr1cf7xsLCQhYuXAhA27Ztueyyy5zafk0omSFNVqdOnRzDnj766KNG3Wn27t3bMRxu7ty5lS7slJ2dzSeffALYh3ydudhU6UWISj4lq43i4mLH46rmtL755ptVtuOseErHdeONN7J582Y8PT355JNPuOiii5g6dSqGYVBQUFDlyuZVMU2zzl81/RQgLy+PkSNH8vPPPwPw1FNP8fjjj9cqfmka1K+pX2us/dqcOXPO2lbpoehr1651bI+JianV83O25cuXc/ToUQBuvfXWSj9dlbLUb6nfaqz9lrOUJHHAPiqkIjabzTHyq2XLlgwaNKjG16mv940zZ8509IX33ntvpVV96oOSGdKk/f3vfwfsZZHGjBnjeOFVpKCggDfeeKNMCaWGwsfHx1GXfceOHRX+AjBNkwceeMCxSvUDDzxQ7pjSv0x/++23Wsdz3nnnOR7PnTu3wmNmzZrFZ599VmU7zoqnxL333svy5csd1y/51KxXr17ccMMNjnj37t1b52u5WmFhIddffz3ffvstAJMmTeL555+vcTuGYWAYRoP5Y0DqTv1aWerXGk+/5izu6tdKTzHRVL+aUb9Vlvqt5tVv9e3bl7i4OADeffddvv/++3LHvPzyy+zatQuwv+fz8vKqsK3K+j9nvW8Eqkw4fvHFFzz11FOA/efv0UcfrdU1nEUpZXGarVu3MmfOnLMed8UVV9CpUyfXB4S9BNjKlSuZO3cuW7ZsoVu3bvzpT39iwIABREREkJuby2+//caGDRtYvHgxmZmZDfYNyjPPPMPixYs5cOAA//jHP9i+fTt//OMfadOmDQkJCbz++uuOuveXXnop99xzT7k2YmNj8fX1JT8/n6effhpPT09iYmIcK5C3bdu2WqWgYmNj6dGjB9u3b2fWrFkcP36c8ePHExUVxaFDh/jf//7HwoULufzyyx2damXtOCMegClTpjhKfj399NOONxul9y9evBir1crTTz/Nxx9/XK123eWWW25xDMe98sorueuuu6pc9Mrb27vKubtV2bhxI/v373d8X7ps2/79+8u9riv7RMNZ7TQk6tdcS/1a1Zpav1afnN0fHTt2jKVLlwL2KQMXXXSR02J1NvVbrqV+q2pNsd9yRn8yc+ZMLr/8ck6ePMmwYcN48sknGTRoECdPnuSjjz7i7bffBqBz58488sgjNY7Rme8be/TowaWXXsqNN95I9+7d8fb2JjExkQULFjj+v0JCQvj444/LjOpxC1OkDtauXWsCNfp67733TNM0zffee8+xLSEhoVzbzz77rGN/dWNYu3Ztuf3FxcXmY489ZloslrPGFhAQYObl5dXpPjz77LM1Pt80z34/TNM0ExISzC5dulT5HC6//HIzIyOj0us89thjlZ5b0f2rTHx8vBkSElJpWz179jSTk5PPel+cEc8777zjOGfChAmVHjdu3DgTMA3DMOPj46v9XN2hpq+rDh06VNlOZftN0zQnTJhQo2u5uh13U79WPgb1a+rX6kPp10dV96k++7USs2bNchz773//uxbPzrXUb5WPQf2W+i1ncVZ/smTJEjM4OLjS8zp37mzu27evylgq6/9q+vqvqv8MCAio8txu3bqZP//8c01uoctomok0eRaLhX/961/s3LmTRx55hNjYWEJCQrBYLAQFBdG9e3fGjx/P3LlzOXLkSLUzz+4QExPDL7/8wuuvv86AAQMICwvDy8uLyMhIhg8fzgcffMD69eurXDX7n//8J7NnzyYuLo7Q0NBaz3O78MIL2bp1K/feey8dOnTAy8uL0NBQ+vbty/Tp0/npp5/KzRF1RTzLli3j3nvvBWDIkCHMnj270mOfffZZLBYLpmk6hsiJNEbq18pSv6Z+zdU++OADwP7aGz9+vJujaZzUb5Wlfqv59VvXXHMNv/76Kw8//DCdO3fG39+fli1b0qdPH/71r38RHx9fb6OlqvLOO+9w55130r17d0JDQ/H29qZt27aMGDGCd999l61bt5ZZ2NedDNOs52LDTUBGRgZLlixhzZo1/Pzzz/z+++8UFxcTERFBnz59mDBhQo3q+FYkNTWVf//73yxdupSDBw/i5+dH9+7dmTBhAnfddZdLVh0WERERERERaQyUzKgFLy+vMqsH+/r6YrFYyM3NdWwbMWIECxcuxN/fv8btb9myhauuuoqMjAwAAgMDyc/Pd1xz2LBhLFmyBB8fnzo+ExEREREREZHGR9NMaqG4uJi+ffvyxhtv8Ntvv3Hy5ElycnJISEjgrrvuAuzlu/70pz/VuO0TJ04watQoMjIy6NKlC5s2bSI7O5vc3Fxef/11vLy8WLVqFQ8//LCzn5aIiIiIiIhIo6CRGbWwdu3aKmv/3nvvvbz11luAvbRNu3btqt32008/zfPPP4+fnx87duygY8eOZfa/9NJLPPnkk1gsFnbu3Fnr6gUiIiIiIiIijZVGZtRCVYkMwDE6A2Dz5s01arukhvm4cePKJTIAHnzwQQIDA7FarcybN69GbYuIiIiIiIg0BUpmuEDpertWq7Xa5+3Zs4eDBw8C9jU3KhIYGEhcXByAo5awiIiIiIiISHOiZIYLrFu3zvG4Z8+e1T5v+/btjsc9evSo9LiSfTt37qx5cCIiIiIiIiKNnKe7A2hqjh8/zksvvQRAXFwc559/frXPTU5Odjxu27ZtpceV7MvKyiInJ4fAwMAKjysoKKCgoMDxvc1mIzMzk7CwMJV2FZFG6cx+zWq1cujQIbp3747FYnFjZCIitaN+TUSaOtM0yc7Opk2bNnh4OG88hZIZTmSz2bjttts4cuQIPj4+/Oc//6nR+dnZ2Y7HVZV0Lb0vOzu70mTGSy+9xNSpU2sUg4iIiIiIiIizHTp0iOjoaKe1p2SGE02aNImlS5cC8MYbb3DBBRe4NZ4nnniCv/71r47vT5w4Qfv27UlISCAoKKje4sg2tvKb59lLyfraOtHa9gdamJdj6EezToqKihxVd7y8vNwdTpOl++x6Z97jgoICCgsLHfuTk5O5/PLL671fMw5uxHPhdWc9rnjsZ5jtr3B9QM2AXm/1Q/fZ9Rpqv3Zs40Z+ue66sx53wWefEXKF+jVn0Outfug+u97Z7nF2djYdO3Z0ep+mvxid5NFHH+X1118H4NVXX+WPf/xjjdso/Z+bl5dHcHBwhcfl5eVVeM6ZfHx88PHxKbc9NDS00rZdIZSBZNKGQtKAqioBJ3CUf3CcCCK5gVZcjzet6ivMJqWoqAh/f3/CwsLUabuQ7rPrne0ee3raf43Vd79GyCj4Jhqyk6i0XzMs0DIIwsJOb7NZ4eAGyDkCgVHQPg48NIy8OvR6qx+6z67XUPu10FGjOBQdTX5SEpgV92te4eGcM2IEHt7e9RZXU6bXW/3QfXa9s93jkm3OXupAC4A6wWOPPcbLL78MwLRp03jooYdq1U6bNm0cj5OSkio9rmRfcHBwpVNMGhIDCzFMdnx35l4w6MjfacvdeBFKEUc5zJv8zNXs5RGO8z0mNscZJlZOsJl0lnOCzZhUv2KMiIhTeFjgqpmnvqnkF7Nphf8NgVUPQ1Ee7FoMr8XAB4Pg01vt/74WY98uIuJmhsVC15mn+rVK/uAoSk9nXceOpCxWvyUi7qdkRh1NnjyZadOmAfDvf/+bRx99tNZtla5gUrqyyZlK9nXr1q3W16pvoQymM9PKjbTwphWdmUYkN9CO+4llBZ14iSBiASuZfM1u7mMro0niPdL4nHhGsouJ7OdJdjGReEaSyRr3PDERab66joGxCyHojAWbg9vBdf+DC+8CTPhxBrzeCRbeANmHyx6bnQQLxyqhISINQusxY4hduBDfKhaiL0hOJn7sWCU0RMTtlMyog0cffZTp06cD9kTG5MmTz3JG1c4//3zat28PwIoVKyo8Jjc3lw0bNgAwbNiwOl2vvoUymFi+pHPxLE5svoHOxbOI5UtCGew4xgMvwhlOd/6PXiykNeOwEEgBhznEaxxgCoWklmm3kDT2MlkJDRGpf13HwF8SKb5lNZvb/ZXiW1bDgwnQczxc8w6M+xIC29inlVTo1FDuVQ/Zp6CIiLhZ6zFjGPDbb3iFh1c+Odg02fngg5hW9Vsi4j5KZtTSo48+6phaMn369DonMkrcfvvtAHz00UckJiaW2//f//6XnJwcLBYL48ePd8o165OBhSCzN/lJPQkye2NQ+Vxxf84lhse5iFV05JkqFgW1/6pNZJqmnIhI/fOwYHYYQFJIf8wOA8qugXHe1TDyrbM0YELWIftaGiIiDcCx776jKD29skl0gH2ExpEFC+otJhGRMymZUQuPP/64I5Hxyiuv8Mgjj1T73ClTpmAYBoZhVJisePTRR2ndujV5eXmMHDmSLVu2AFBYWMisWbN4+umnAbjnnnvo3Llz3Z9MI2DBD1/aYVJcxVEmhaSSxZZ6i0tEpFoKs89+DFQxekNEpH4VHKlef7Tz/vvJ2b3bxdGIiFRMyYwaOnjwIP/+978B8PDw4F//+hetW7eu9KtkGkp1tWjRgqVLlxIWFsbOnTvp06ePY6HP++67j8LCQoYNG8arr77qiqfXYBVxtFrH7eMJkniXwmoeLyLicoFRzj1ORMTFfKKq1x8VZWbyY//+nIiPd3FEIiLlqTRrDdlstjKPU1NTqzgacnJyanyN3r17s2PHDv71r3+xdOlSDh06REBAAD169GDChAn88Y9/xMOjeeWhvIio1nHFZHKI1znELELoTyuupyWXVTmdRUTEpdrHQdBZyrhafO3H1ITKvIqIi4TGxeHTti35SUkVTzUxDHyiovCOjCQ7Pp6fBg6k95dfEnrFFfUdqog0Y83rL2IniImJwTTNan9NmTKlzPlTpkxx7IuJian0OpGRkbzyyivs3buXkydPcuzYMTZs2MDdd9/d7BIZAMHE4k0klZZAxMCbVnTkGQLpBVg5xlr28BfiGcUh3iCfysvdVkWlYEWkTqpTxtWaD2/3go0vQXHB2dtUmVcRcSHDYuH8V1459c0Z/dap77v95z/0W7uWkLg4irOy2DRsGEcrWcBeRMQVmt9fxdIoGViIYbLjuzP3AsTwGJFcTw/mnqqEciuetKCQFJKYzVZGsZM/kc5ybFTjjwUgkzUqBSsidVdVGderXoMOA6H4JKx9Et7qCfur+INg12J7OVeVeRURF2p1/fUUP/44Pm3alNnuGx1N7MKFtB4zBq8WLbh4xQoiRozAdvIkW665huT5890UsYg0N5pmIo1GKIPpzDQSmVamPKs3rYhhcpkSr/ZKKJNpz1/IZC1H+YwT/EgWP5HFT1gIJpwRtOJ6Aji/wutlsoa9TObMYeElpWA7M63MNUVEqtR1DJw/uuKpIRc/ANvmwZrJkLkP5o+A86+DYa9Cy5jTbdissHISFU9XMQHDXub1/NGaciIidWZeeilXTJlC9g8/UHDkCD5RUYTGxQGQsW6dY1vsokVsu+sujsyfzy/jx1OUkUGHBx5wc/Qi0tQpmSGNSiiDCWEgWcRTxFG8iCCY2ErXxPDAh3CGE85w8knmKJ9zlCUUkkIqH5PKxwTQlQiuI5wReBIE2KeWJDKNqv5gSGQaIQzUehwiUn0eFogZWH67YUCvP8D518L6qfDjTNjzGfy2Ai5/Ai57DDx97YmQM0dklFGqzGtF1xERqSHDYiFs4EDH9ymLF7Nr0iTyD5/ui3yjo+ny6qt4h4Xx++uvs/PBByk8epROp6r4iYi4gqaZSKNjYKEFfQhnBC3oU+1kgi9taMefiWUpXfgvoQzFwJNcdpHIS2xhKPt4guP8QBZbyoz+KK+kFKxW7xYRJ/IJhqEvwz2/nJp6kg/fPAuzusLOBZCdXL12VOZVRFwgZfFi4seOLZPIAMhPSmLrTTcRMnAg5z33HAD7n3uOHffei6242B2hikgzoJEZ0uwYWGjJZbTkMoo4RjrLSOMzTrKfDFaQwQostKhWW9UtGSsiUiOtusNtX8POT2D1I3A8ERbdBBE9qne+yryKiJOZViu7Jk0Cs4JRq6YJhsHuhx9mYEIC3hER7LjvPg69/TYFKSlcOH8+Fn//+g9aRJo0jcyQZs2LEKIYTy8+oQf/I5KbsBCElRPVPL96JWNFRGrMMKD7zXDfHuj/LHj6wdHtZzvJvqho+7h6CVFEmo/MDRvKjcgowzTJP3SIzA0baH/vvcQuXIiHjw9pS5bw05AhFGZk1F+wItIsKJkhAhgYBNKdjjxBb1ZzLi9g4F3lGd5EEkxsvcUoIs2UdwAMmAL374Wet1Vx4Kl56cNmaPFPEXG6giPVm75WclzrMWO4ePVqPFu25Pj33/PDFVdw8vffXRmiiDQzSmaInMEDHyK4mvN4sYqjTIK48CzralSPiZUTbCad5ZxgMybWOrcpIk1QcDRc9z788UcI61zB/rb28q9dx9SufZsVEtfB9vn2f23qi0TkNJ+o6k1fK31caFwcl2zciG90NLm7d/P9JZdw4uefXRWiiDQzSmaIVMJeCnY63kRWuD+DlcQzkp3cw1G+wMrJGl8jkzXEM5JdTGQ/T7KLicQzkkzW1DV8EWmq2vaFP++G6z+EgNant3sGgOFR8Xz2s9m1GF6LgQ8Gwae32v99Lca+XUQEe2LCNzraPgWuIoaBb7t2jtKtJYK6d+eS778nqGdPClJS+LF/f9KWLauHiEWkqVMyQ6QKoQwmli/pymw68SJdmU0f1nMuzxFMXwCy2MRvPMMWhvAbz5LFZkxsZ207kzXsZXK50R2FpLGXyUpoiEjlDAN63AJ/SbRPK/ELg8w9sOB6mBsHh76rflu7FsPCseVLvmYn2bcroSEi2Eu0dp0589Q3ZyQ0Tn3fdcYMDEv5aW5+0dH027CBsCFDsObm8vO113Lw7bddHbKINHFKZoicxZmlYD0JIoJr6MZbxPIl0dyHD+2wkcdRlrCTiWzlWg4xi3wOVdimiZVEpgEVfYJq35bINE05EZGqefpAv0nwwG9w+ZP2RUIPfQtzLodProe0HVWfb7PCyklU1Rex6iFNORERwL4ORuzChfi2bVtmu290NLELF9J6jH2am2m1krFuHcnz55Oxbh2m1YpXixb0+fJL2k6YgGm1suNPf2LPE09g2s7+AZCISEVUmlWkDnxoQzQTacvdZLOVdL4gg1UUkEQSb5PE2wQRSwSjCGUongQBkEX8WdbbMCkklSziaUGf+nkyItJ4+baAK1+APvfB+imw9f9gz2ew53Po+Qf7AqIh55Q/7+CG8iMyyjAh65D9uJiBrohcRBqZ1mPGEDl6NJkbNlBw5Ag+UVGExsU5RmSkLF7MrkmTylQ+8Y2OpuvMmbQeM4ae772HX0wM+6dO5cA//0neb7/Ra+5cLH5+7npKItJIaWSGiBMYGAQTyzk8w0WsphMv0oJLAYNs4jnAP9jCUPbxN47zbbUXDi3iqGsDF5GmJbgtjJoNf9oOXccCJmz7AN44H5b9GbKSyh6fU73qBNU+TkSaBcNiIWzgQNrccgthAweWSWTEjx1broRrflIS8WPHkrJ4MYZhcN6UKfScMwfDy4uUBQv4cdAgClLrvqi6iDQvSmaIOJkFP8IZQVfe4CJW0I6/4EdHTArIYCW7eYBE/l2ttryIcHG0ItIkRXSFsQvg7s1w7nCwFcOWN+G/nWD1o5CXbj8usHrVCap9nIg0W6bVyq5JkypehPjUtl0PPYRptU9bi54wgYtXr8YrJIQTP/7I9/36kb3jLFPjRERKUTJDxIW8aUVb7qQXi+jB/4jkZjxpiZWss5xp4E0kwcTWS5wi0kRF9YZbl8Pt30C7K6A4H354Gf7TEdb+HSK6Q1A0UEl1AgwIbgft4yrZLyJil7lhQ7kRGWWYJvmHDpG5YYNjU9iAAVz6ww/4d+rEyd9/54fLLuPoihX1EK2INAVKZojUAwODQLrTkb9xEavozCsE0KOKM0ximIxB+RXBRURqrEN/mLAeblkOrS+CwhzY+IJ9pEb0JacOOjOhcer7YTPAQ32RiFSt4Ej1pqOdeVxA585c+sMPhMTFUZyVxeaRI0l87TXM2pSZFpFmRckMkXrmgRehDKInH3AOU7CcWhS07DF+HOcHsvkFs8IqAyIiNWQY0Gm4ferJjZ9C5AVQkAW7FtqroHif0RcFR8PYhdB1jHviFZFGxSeqetPRKjrOOyyMvl99Rds77wSbjV2TJrHj3nuxFRU5O0wRaUJUzUTEjVoxmghGkUU8Oewgj91ksYUijpLGQtJYiC/tCWcU4YzElzbuDllEGjvDgC7XwfnXwu5P4ZspcHS7fZ9XAHQaAb0m2P/ViAwRqabQuDh8o6PJT0qqeN0Mw8A3OprQuIqnrXl4e9Pz3XcJ6t6d3ZMnc+jtt8ndt4/YBQvwDgtzcfQi0hhpZIaImxlYaEEf2jKB83iJi1hOV2YRzkg88CWfgxzmDbYykh3cTRqfUUyOu8MWkcbO8ICuN8CffoEbPoHwblCUax+p8fltsP45OJnp7ihFpJEwLBa6zpx56pszpq2d+r7rjBmOyicVtmEYdHzkEXovWYIlMJDMtWv5rm9fLQwqIhVSMkOkgbEnNy6hE8/TmzWcy1SCuRh7mdctHGAqWxjCPv7GMTZiUuzukEWkMTM8oNuN8KdfYcxH9qRG/nHY8By8FgNrnoBclYkWkbNrPWYMsQsX4tu2bZntvtHRxC5cSOsx1Zu21mrUKC79/nv8Onbk5IEDfH/JJaR+/rkrQhaRRkzJDJEGzII/EVxLN94mli9pxwP4lirzuocH+Znh/M7L5LLH3eGKSGPmYYHuN8O92+CGBfY1NQqz4bt/wn9iYPUjkF29Bf5EpPlqPWYMAxMT6bt2LRd8+CF9165lYEJCtRMZJYJ69OCyn34idNAgrDk5/Hzddez/xz+0MKiIOCiZIdJI+BBFW+7iglNlXlszDk9aUkQGR/gf2xjHr9xEMu9TRLq7wxWRxsrwgG5jYWI83PQ5RPWBojz44RV7SdcVD8KJg+6OUkQaMMNiIWzgQNrccgthAwdWObWkKt7h4Vy8ciUdHngAgH3PPMPWm26iOEfTbUVEyQyRRqekzGsMj58q8/oqoQzGwIs89nGQV/nVcxQtL/kfmcYqbOS7O2QRaYwMw75I6F0/wS3LIPpSsBbAptfh9XNhyR8hXSPCtktXXQAA0tNJREFURMS1PLy86Paf/9Bj9mwMLy9SFi7k+0svJXf/fneHJiJupmSGSCNmL/M6kM5Mpzdf0ZEnCaQXGDZ8IveT4Pl3tjCUAzxHFj/XW5lXEysn2Ew6yznBZkys9XJdEXEBw7BXNrnjW/jDVxBzJdiK4Zf3YFZXWHgTpGx1d5Qi0sS1u/tu+q1bh0/r1uRs3853F1/M0eXL3R2WiLiRkhkiTYQnwURyIz2YS/eiheTs6Y+3GYWVHNL4lJ3cxVau5RBvks9hl8WRyRriGckuJrKfJ9nFROIZSSZrXHZNEakHhgEdB8Nta+DO76HztYAJuxbA7FiYPxIOfVs/sdiskLgOts+3/2tTwlSkqTOtVmyFhZz79NMEdOtG8fHjbB45kv0vvIBps7k7PBFxA093ByAizudLe3J3X0n/c/7NSa9tpLOUDFZTwGGSeIsk3iKIWCIYRShD8STIKdfNZA17mQxnjAApJI29TKYz0whlsFOuJSJuFH0J3Pw5pP4K3/4Tdn4M+5fZv9r3h8set4/mOLM8oxMYez6Frx6B7FJJ2aBouGomdK3ZAoMi0jikLF7MrkmTyD98+nVvCQjAmpvLvr//nazNm+k5Zw5eLVq4MUoRqW8amSHShBl40II+nMsUevMVnXiBFlwKeJBNPAf4B1sYyj6e4Djf1Wk6iImVRKZxZiKjZC9AItM05USkKYnsBWM+hPv2QOxE8PCCg+vho5Hw9oWw7UP7lBQniTrxPZZPx5VNZABkJ8HCsbBrsdOuJSINQ8rixcSPHVsmkQFgzcuzP/D0JPWzz/ju4ovJ3r7dDRGKiLsomSHSTFjwI5yr6cobXMRy2vEX/BxlXlewm/v5mRH8zkzy+K3G7WcRTyGpVRxhUkgqWcTX/kmISMMU2glGvQ0PJsAlj4B3IKT9Cp+Nh/+eZ180tCivbtewWemZ/A5VJUxZ9ZCmnIg0IabVyq5Jk6CicqymCYaBd1gYPtHR5O3bx/f9+pE8f379ByoibqFkhkgz5E0r2nInvU6VeY3kZjxpQRFHOcIcfmUs2/gDKXxMEcer1WYRR516nIg0QsFtYeh0+MtBGPg8+EfA8UR7OdfXOsD6f8DJzFo1bRzaiF9RBpVPXDEh6xAc3FDL4EWkocncsKHciIwyTJPC1FS6/ec/hA0ejDUvj19uvZWdDz2Eraio/gIVEbdQMkOkGSsp89qRv50q8zqdEPpj4EkuO0jkn/zMMPYymWNswKTy4eJeRFTrmtU9TkQaMb8QiHsK/vI7jPgvtOwIeenwzTMwsz2snGRPctRE7pHqHZdTzeNEpMErOFK917Pt5EkuXrmSc554AoDfZ87kx4EDOVlVIkREGj0lM0QEAA+8CWUw5zOTi1hJBx7Fn/MxKSKTr9jDX/iZ4fzOK+RRvrZ7MLF4EwmVfm5q4E0kwcS69HmISAPi5Qd97oP798L1H0LkBVCUCz+9Bq93gsW3wpFqTj0LiKrecYHVPE5EGjyfqOq9nn2iojAsFs5/8UUu+uwzPFu04Ph33/FtbCzpq1e7OEoRcRclM0SkHC9CiWI8vfiInnxEa8bjSQhFZHCED/iVG9nGraTwkWMaioGFGCafauHMhIb9+xgmY2Cpt+chIg2Ehyf0uAUmxsOtK6HjEDCtsGM+vHMR/G8I/D97dx4WVdn/cfx9Zhh2UBZZFBV3ccfcldTcMyuRzLSyTXt+WamZVrbh85SVmmVlWVaa5ZaKLaa5kCaau7gvZIqibLLIItswc35/DJIoKOAMw/J9XRcXM+fcc8+HI4zwnXv5Z1Px8+ILqPV7ka3zQL1FwRTX+tAgyDJfgxCiwrkHBWHv51fyzkiKgn39+rgH/ftz7/3AA/Q4cADXwED0SUnsGzSIv0NDUQ2yno4Q1Y0UM4QQt+REC/x5mY5spDkf4cY9BdNQThLNBwXTUF4mlQjc6E1zZmOLV5E+bPGSbVmFEKY/SJoMhEc3wzMHofUjoGjhXDgsGwQLA+HID2AoZq67RsvRus9c6+jGjk2fBn4MGimYClFdKFotAfPmFdy54ee+4H7Axx+jaIv+3Ds1aUK3v/6i/vjxoKqcmTGDfUOGkJuYWBGxhRAVRIoZQohS0aDDnT604MOCaShTcaRlwTSU8IJpKEPI5BgtmU8AC2nKTAJYSCC/SSFDCFGUb6BpW9fnz0CXiaBzgoTD8PNj8Flj2PUh5KYXeUhcre4Yhq8Al3pF+3L1g5DVEBBcgV+AEKIi+AQHE7h6Nfb1iv7c2/v5Ebh6NT7Bxf/ca+3tafPll7RbsgStoyPJmzezs0MHkv/8syJiCyEqgI21Awghqh7TNJTR+DKaq0RxmV9I4jf0JBHLYmJZjAsdqMP9OBMgU0uEECWr7Q+DPoa734L9X8C+TyH9Imx5GSL+Cx3HQ+cXwdEHALXFcGg1wrRrSWacaY2MBkEyIkOIaswnOBjvBx4gJSKC3Lg47Hx9cQ8KumlERnHqPfYYrh07EvnQQ1w9eZK999xDs//+lyavvYaikfd1hajKpJghhLgjTjTHiZdpwESuEEEiP3OFHWRwiAwOEc0sPBhIHe7HhY4ot9hYUQhRgzm4m3ZA6T4Fji6F3R9C0knYNQf2fIw2YCSueZ1NbTVa8O9j1bhCiIqlaLV49OlTrse6tG5Nj337ODFhApe++46/33iDlD//pP0PP2Dn5XX7DoQQlZKUI4UQZmGahnIPLZlHRzZQnxexpyFGcrjML5zgGQ7zAJf4hjwuWzuuEKKysrGHwKfhP8dg1Dpo2AeM+WiOL6Pv35PRrhgCZ36/5WKhQghxIxsnJ9otXkzbRYuKTjv54w9rRxNClJMUM4QQZmeLF/V4kvaspTWLqMODaHAkhxhi+IyDDOE0k0jlT1TyrR1XCFEZKRpoNhQe3wpP78MYMBIjGjTR4bB8CHzZDg4tgvxcaycVQlQhfk88Qfd9+3Bu1YrcuDj29u9P1FtvYcyX30eEqGqkmCGEsBgFBRc60IS3uYvNNGYGLnQADKTyJ6eZxEGGcIHPyCHG2nGFEJVV3U4YHviBLS2/wNDpRbB1hsvH4Nen4FN/2DETslOsnVIIUUW4tGpFj3378HvmGVBV/vnf/9jbty/ZFy5YO5oQogykmCGEqBBaHPHiflqziPaswZfHsKF2waKh33CI+znBeJLYgBHLvdOqYiCN/SSxgTT2oyL7zgtRVWTbemPsPwcmxkC/WaZdTTLjYevrMK8+bHgeUv6xdkwhRBWgdXSk7cKFtF++HK2LC6k7drCzQwcSfvrJ2tGEEKUkxQwhRIVzoDENeYmObKIZs6lFD0AhnX2cYToHGEg0c8jCvH+UpBBOJEM5yTjOMJ2TjCOSoaQQbtbnEUJYmH1t6DEVXjgLD3wP3u1BnwX758P8ZvBjMMTslHU1hBC3VXfUKHodOkStzp3Rp6ZycPhwjk+YgCE729rRhBC3IcUMIYTVaNDhQX8CmE8gv+HHf7DFBwPpxLOUI4RwnKe4zDqM5NzRc6UQThRTySOhyPE8EoliqhQ0hKiKtLbQ7lEYFwmPboEmgwEVTq+Fxb1gUXc4/iMYK2AuvNEA0dvg2HLTZ6OM+hKiKlANBrIvXKDhCy/gM3IkABc+/5y/unQh49gxK6cTQtyKFDPKISsriw0bNvDOO+8QHBxMw4YNURQFRVEIDQ29o75DQ0ML+7rVx5kzZ8zzxQhRSdjhix/PEsg6WvApbvQFtGQQyT+8yQEGEc3sco3WUDEQzWyguHdpTceimS1TToSoqhQFGvWD0Rvg2WPQ4WlToePSHgh72DRaY8/HkJthmec/GQaf+MP3fWHtaNPnT/xNx4UQlVZ8WBjb/P3Z27cvRx5/nPgff0Tn6YlNrVpkHjvGX506cX7+fFQZ5SVEpWRj7QBV0d69e7n33nst+hw6nQ53d/cSz9vYyD+dqJ4UtLjRCzd6kUcil/mFBMLII454lhHPMlzogBfBeDAQDXa37TOdyJtGZBSlkkcC6URSi07m+2KEEBXPqzUM+xr6vgv7P4cDn8OVaNg0Gf58GzqOh84vQq365nm+k2GwOoSbiqUZl0zHQ1ZDQLB5nksIYTbxYWFEhoTcNB1Nn5wMgGvHjqQfPMiJ558naeNG2nzzDXZ16lgjqhCiBGb/izg1NZUff/yRI0eOkJmZSa1atWjcuDEBAQF06NABb29vcz+lVbi5udGxY8fCj8mTJxMfH2+2/nv06MG2bdvM1p8QVZFpi9dnqMuTpLGbBMJI5U8yOEQGhzjPh9ThfrwJwZ4GJfaj53Kpnq+07YQQVYCzN/SZAT1fhSNLYM9HkHwads0xjdJoNRK6TQHfjuV/DqMBNk6k5FFfCmyaBC0eAI22/M8jhDAr1WDg5MSJxa+ro6qgKORdvkzLjz7i9CuvkPjrr+xs1462ixdTZ9Cgig8shCiWWYsZa9as4amnniIzM7PENl5eXnTo0IEOHToQGBhIhw4daN68uTljWFxQUBApKUW3gHv11VetlEaI6k9BS216Upue5HGZy/xMAmvII544vieO76lFd7x5CDeCUG54adNRundSSttOCFGF6Bzgrmeh4zj4ez3s/hDOb4Njy0wfDfuYihrN7gWljLNvL0RAxsVbNFAhPcbUzr9P+b8GIYRZpUREkHPxFj+7qkpOTAyuHTrQY+9eDo8eTeaJE+wfPJiGEyfS4v330drbV1xgIUSxzFbMiIyMZPTo0ej1+lu2S0hIYNOmTWzatKnwmKOjI23bti0scnTo0IEuXbqYK5rZabXy7ooQ1mJLncLRGlfYQQKruMJfpLGLNHZhizdeBOPFcGwLihOuBGKLN3kkUvw7qAq2eOFKYIV+LUKICqRooPl9po+4g6aixvGVpsLG+W3g0RK6TYa2j5kKIKWRGWfedkKICpEbV7qfydy4ODz69KHH/v2cnjaN8599xvl580gOD6fDsmW4tG1r4aRCiFsxWzFj1qxZ6PV6FEVBVVV69OhBUFAQGo2GqKgojh8/zt9//43BYLhpEZ2rV6+yZ88e9uzZA4CiKOTnV8DK40KIKsu0tkZv3OhNDhdJYA2X+Yk8ErjIF1xiIW7cgw8P40Ig/kwliqmAQtGChgKAP1NRkEKlEDWCb0cYvhTueR/2fQIHv4LkU/Dbs7D1Deg0ATo9B063Ga3l7Fu65yttOyFEhbDzLd3P5LV2WgcHWn36KZ5DhnD0ySdNi4N27kzz99/H/8UXUTSyp4IQ1mC2n7yIiAgUxfRHwauvvsqOHTt47733ePfdd1m1ahUnTpwgPT2dXbt28cUXXzB+/Hi6dOmCg4Pp3Q9VVYt81HTHjx+nTZs2ODg44OzsTIsWLRg3bhyRkZHWjiZEpWOPHw2ZSEd+pwnv4Ex7VPJJYRMneJqjjCKfdJoyE1u8ijzWFi+aMxt3+lkpvRDCamrVh/6zYWIMDJgLtRpA1mXYHgqfNID1/wfJUSU/vkEQuPhxrSh6MwVc65vaCSEqDfegIOz9/Ew7IRVHUbCvXx/3oKI/u1733kuvI0eoc++9GHNzOTV5MvsGDSLn0qUKSC2EuJHZRmYkJSWhqiru7u7MmDGj2DYODg507dqVrl27Fh4zGo2cPn2ayMhIDh06RGRkJIcPHzZXrCorKSmJlJQUateuTXp6OlFRUURFRfHNN98wffp03nnnndv2kZubS25ubuH99PR0APR6/W2nA1nStee2ZobqruZeYw21GUhtBpJFFJe1q0lWNpClRHGW/6JVXfEwDsNRDUBBRYcnzmoHFLToKfu1qrnXueLceI1vfF1LTU0tPC+va9WbRa+xxgHueh4C/4Nyag2avR+hiT8IBxagHvgStdl9GLu8hOrX46Y/fpT+H6JdOwpQUK4b9aUWFDgM/eagGoxgMJo/twXI97Llyeta5dD8ww85MmqU6Wf6+jdSC37Gm8+ZQ77RCMaiP7sad3farV3LxS+/5O9XXiF5yxYi2rYl4LPP8H7ooTJlqO7XuLKQ62x5t7vGlrr2imqmYRB+fn7ExcXRvXt3duzYYY4uqxR/f3/Onz/P22+/TWhoaLn7Wbp0KbGxsTzwwAM0atQInU5HXl4e27ZtY/r06Rw4cACAOXPmMGXKlFv2FRoaWmxhadmyZTg6OpY7oxBViaLLwqFBJI6N9qF1ugKAqirkxrcg62wX9EmNKPldVVHZLF++nJUrV950XF7XhFmpKh5Xj9P08k/4ZOwvPJzi2Jwzng8SV6srKP9OS/NN20Xb2K9x0CcXHsvSeXKs7tPE1epeodFF1SOva9aj7NqFzddfoyT/+7OrenqS//TTqN1L8bN76RI2H32E5swZAAy9e2MYPx6cnCwVWYgqKSsri9GjR5OWloarq6vZ+jVbMaN3795ERETQo0cPKWbcQTHjVnJycrj77rvZt28fzs7OXLx4kVq1apXYvriRGfXr1ycpKcms30Rlpdfr2bx5MwMGDECn01ktR3Um1/hmKgbSlJ0kan4kQ7O38Li92gRvwyjc1cFosCtTn3KdLe/Ga3zj61psbCzt2rWT17UawGrXOOkk2n2foBz7AcVg+t5TazXC2GUixrZjwbbgjxajASVmB1yNAydf1Pq9quR2rPK9bHnyula5qAYDqTt2kBcXh62vL269eqGUYbF/o17PuXff5dz774PRiF39+rT++mvc+/a97WNryjW2NrnOlne7a5yeno6np6fZixlmm2YyYsQIIiIiOHXqFKqqFq6fIczH3t6emTNnMmDAADIzMwkPDyc4OLjE9nZ2dtjZ3fzHmU6nqxQ/yJUlR3Um1/h6OurQjzr0I5uzxLOSy/xKjvIP523e5RKf481DeDMSWzzK1rNcZ4u7do11Oh3Ozs6Fx7Ozs4uct7bKkqM6q/Br7NsO7v8a7nkX9s+H/Z+jpJ1Du3kS2h3/NS0W2vl5cPKCpv0rLpeFyfey5cnrWiWh0+Hd/w5+dnU6Wr77Lt733ceRxx4j659/ODhoEP6TJtF85ky0DrffHanaX+NKQq6z5ZV0jS113c22AOjo0aNxdnYmNTWV9evXm6tbcYPu1w15O3v2rBWTCFF1OdCYRrxGRzbSgMnY4kM+qVziKyIZwj+EksXf1o4phKhMnL2hz39h4gUYMh/cGkN2CkT8D+Y1MO2EcqvFQoUQ1Zpb9+70PHSI+s8+C0D0xx+zs2NH0vbvv80jhRDlVaZixuLFizl8+HCx26Z6enry3nvvoaoq06ZNIysry2whhRDCEmxwoS6PE8ivNOMDnGmLip7L/MwRRnKCZ0klApWqsXCfEKIC6BxN27Y+FwUjVkHdLmDINW3v+nlL+HE4xPxl7ZRCCCuwcXamzYIF3PXbb9j5+HD11Cl2devG3zNmYJTFJ4UwuzIVM5566ik6duyIi4sLnTt3Zvz48SxYsIC9e/eSk5PDhAkTGDt2LCdPnmTEiBFS0LCA3bt3F95u1KiRFZMIUX0o2ODBQNqwhNYsxp0BgIZ09nKaFznCSC7zC8Zy7HgihKimNFpoFQJP7Yax26HZMECF0z/B4p6wuBdE/QqqFEOFqGm87r2XXseO4fPQQ6gGA2dCQ9ndoweZJ09aO5oQ1Uq5ppnk5uZy8OBBvvnmGyZMmED37t1xdXWlbdu25Ofn4+npyaZNm7jrrrvYtGmTuTNXW7dbizU3N5fXX38dACcnJ/r161cRsYSoUVxoT3NmEciv+PIYWpzI5h/+4W0OMYw4vsfAVWvHFEJUFooCDYJg1C/wfych8BnQ2kLMTlh5PyxoC4e/A0OetZMKISqQrYcHHVaupP3SpdjUrk3a/v3sDAzk3Ny5qEYpcgphDmUqZvTt2xd3d3fA9If39R/5+fmcOHGCZcuWkVywvdHp06cZMmQIrVq1Ytq0afz888+cP3/e/F+FFaSmppKUlFT4YSx4UcrKyipyPDMzs8jjQkNDURQFRVGIjo4ucm779u3079+fH374gYsXLxYe1+v1hIeHExQUxJ49ewB46623qF27tkW/RiFqMjvq0pCXCGQD9XkRHZ7kkcB55nKQwVzgU/QkWTumEKIy8WwJ9y2EF6Kh+zSwc4WkE/DLE/BZE9g9F3IzrJ1SCFFBFEWh7ujRBB07huegQRhzczk1ZQp7+vYl69w5a8cTosor024m4eHhAMTExBAZGcmhQ4eIjIwkMjKSCxcuFBlZcO0PdlVVOX36NKdPn+bDDz8EoFatWrRv354OHToQGBhIhw4daNWqFTY2ZttcxeICAwOLLczMnj2b2bNnF94fO3YsixcvLlWfqqoSHh5eeJ0dHBxwcnIiLS0NfcE8O41Gw6uvvsq0adPu/IsQQtyWDS7U40l8GUMSvxHLEnKIJpZvibP5Hpf2bcmlHTpk2pcQooCLL/T/AHpNh4Nfwp6PIP0ibJ5iWjC00wTo8qJpBxQhRLVnX68enTZsIOarrzg1ZQqp27ezo107ms2aBb6+1o4nRJVVrupB/fr1qV+/Pvfff3/hsdTU1CLFjcjISE6fPo3BYLhp+sSVK1fYvn0727dvLzym0+lo1aoVHTp0oEOHDrz44ovl/JKqrrZt2zJnzhx27drF0aNHSUpK4sqVKzg6OtKqVSuCgoIYP348bdu2tXZUIWocDbZ4MZw6PEAqfxLLYjKVIzj6H+SYGoInQ6jLkzjSxNpRhRCVhX0t6DENukyEo9/DX7MhJQp2vGsapRH4NHR7GWo3tHZSIYSFKYpCg2efxaN/f44+8QSpO3Zw6rnnsAkMJKd9e3SyFp4QZWa2oRBubm707duXvn37Fh7Lycnh6NGjhcWNQ4cOceTIEbKzs28qcOTl5XH48GEOHz7Md999V+mLGTdOESmt0NBQQkNDiz3n4eHBlClTyh9KCGFxChrc6Ys7fUnN38eR5FnYeZ8hid9IYj3u9KMez+BEC2tHFUJUFjZ2prU02j8Jp3+Gv96H2H2w7zM4sADajIEer0CdAGsnFUJYmFOTJnTdto3ojz8m6vXXITKS3YGBtPrkE+o+9hiKolg7ohBVhkXnddjb29O5c2c6d+5ceMxoNHL69Oki01QOHTpEcnJyYYFDfoiFEFWBs9qBK7sfpfe9jUjQfUcqf5DCFlLYQm2CqMczuNDO2jGFEJWFRgsBwdByOJwLNxU1zoXDke/gyBJo8SD0eg3qdr5tV0KIqkvRamk0ZQpuAwawMySE/L//5sjYscSvWUObL7/EzsfH2hGFqBIqfJEKjUZDQEAAAQEBjB49uvB4TExMkWkqQghRVTgRQAs+JIszXOIbktnEFSK4QgS16Iof/4cL7a0dUwhRWSgKNO5v+ri0F3a+D6fX/vvRqB/0egMa9ja1FUJUS04BAeS//z4Bx49z9n//I/GXX4jYuZPW8+fjM3KkvMErxG2Ua2tWS6hfvz7Dhg3jrbfeYu3atdaOI4QQZeZIU5rxHu0Jow4PoGBDGns4zhOc4nkyOW7tiEKIyqZeFxgZBv85Ae3GgsbGNFrj+77wXRCc+R1us3W7EKIK02pp9Oqr9DxwAJcOHdAnJ3No1CgOjRxJ7uXL1k4nRKVW5mLG1KlT2b59e+FWpEIIIYpyoCFNCKU9P1OHBwEtV9jJMR7lNBO5yqlS9aNiII39JLGBNPajYrBobiGEFdUJgAcWw4Qz0Ok50NpBzE5YPgS+6Qyn1oJqht+9jAaI3gbHlps+G+V1RYjKwKVtW3rs2UPTt99GsbEhfvVqdrRuTfyaNdaOJkSlVeZixocffkjfvn2pU6cOo0ePZvny5Vy5csUC0YQQomqzpy5NeJsOrMWT+wANqWznKI8QxRSy+LvEx6YQTiRDOck4zjCdk4wjkqGkEF5xX4AQouLVbghD5sMLZ6HbS6BzhLgDsCoYvmxnKkKUtwBxMgw+8TeN+lg72vT5E3/TcSGE1WlsbWkWGkr3vXtxaduWvMuXiQwJ4dCoUeQlJVk7nhCVTrmmmaiqSmpqKitXruTRRx/Fy8uLPn36MGfOHE6fPm3ujEIIUaXZU5+m/I/2rMGDwYBCCn9whIc5wxvkEFukfQrhRDGVPBKKHM8jkSimSkFDiJrApS4M+BBeiIae08HOFS4fNxUhvmgFR5eWrahxMgxWh0DGxaLHMy6ZjktBQ4hKo1ZgID3276fJG2+gaLXErVxJROvWxMtUfCGKKHMxY8WKFTz66KN4eHigqiqqqpKfn09ERASvvPIKrVq1olmzZrz00kv88ccfGAwyfFEIIQAc8KcZ79GOVbjTH1BJ4jcO8yDRzEHPFVQMRDMbKG6OvOlYNLNlyokQNYVTHbjnXXjxPPT5Hzi4Q0oU/PSoqahx5Acw5t+6D6MBNk7kVq8rbJokU06EqEQ0trY0/9//6L57N86tW5OXmEhkcDCHxowhLznZ2vGEqBTKXMwYOXIkS5YsISEhoUgB41phQ1VVzp49y7x58xgwYACenp48/PDD/PDDD6SkpFjiaxBCiCrFkSY0ZzZt+AFXOqOiJ56lHGIYZ3nnphEZRankkUA6suuTEDWKfW0IesM0UqPvzH+LGj8/Bl+0vnVR40LEzSMyilAhPcbUTghRqdTq1IkeBw7Q+LXXQKMhbtkyIlq3JuHnn60dTQirK/duJhqNhp49e/Lee+9x7NixIgUMnU5XWNhIS0tj9erVjB07Fm9vb4KCgvjggw84ceKEOb8OIYSocpxpTQBf0pL5ONIcA5lc5qdSPVaPrHAuRI1k5wK9XruuqOFxXVGjFRz5/uYRFplxpeu7tO2EEBVKa2dHi5kz6b5rF04BAeQlJHDwwQc5/Nhj5MmbxaIGM9vWrP7+/rzwwgts3LiRpKSkwgKGl5dXYWHDYDDw119/MX36dNq2bUvjxo158cUX2bx5M3q93lxRhBCiylBQqE0P2rKcpryLDo9SPU5HHQsnE0JUaoVFjXNwz3sFRY2/4efH4cu2cGLVv7ufOPuWrs/SthNCWEXtLl3oefAgjV95BTQaYn/4gR2tW5Pw66/WjiaEVZitmHE9Z2dngoODWbRoEXFxcUUKGNdPRzl//jzz589n8ODBeHp6EhISwuLFi7kseyoLIWoYBQ2e3EsHfkWL8y1b2uKNK4EVlk0IUYnZuUDPV/8tati7QdJJWDMSFnaEqF+hfi9w8QOUEjpRwLU+NAiqyORCiHLQ2tvT4v336f7XXzi1bElufDwH779fRmmIGskixYzrKYpCt27deOeddzh8+DDnz5/ns88+Y/Dgwdja2hYWNjIyMli7di1PP/00vr6+dO/enZkzZ3LkyBFLRxRCiEpDiwNNCL1FCxV/pqKgrahIQoiq4Pqixt2hYOsCCYdh5f2wuCd0eKqg4Y0FjYL7Az8GjbyuCFFV1O7alZ6RkTSaNk1GaYgay+LFjBvVr1+f5557jvXr15OcnFxYwPDx8SksbBiNRvbu3cubb75JYGAg77//fkXHFEIIq3GnH82Zgy3eN53T4oyBHNRidyUQQtR49rWg99umokaPV0HnCLF7IeK/4BkAjjdMUXP1g5DVEBBsnbxCiHLT2tvT8oMP6LZzp4zSEDVShRczrufo6MgDDzzAwoULiY2NLVLAuFbYAMjLy7NmTCGEqHDu9COQ3whgIU2YiR8TsMMPA5n8wxuc5FmyOWftmEKIysrRA/q9B8+fha6TQGsHSScgKxH8ekK/WfDYVlPRQwoZQlRpbt26mUZpTJ367yiNNm1klIao9sxWzHjssceIi7uzVbA7derEjBkzOHDgABcvXmTBggXce++9ODo6mimlEEJUHQpaatGJOgzBj2dozxrq8zwa7ElnH0cYyQU+w0C2taMKISorZ28Y+BE8fwY6PA2KBi7uhD9ehSNLICPW2gmFEGagtben5axZ/47SiIszjdJ4/HH0qanWjieERZitmLF06VKaN2/Ou+++S25u7h33V7duXcaPH8+vv/7Kyy+/bIaEQghRtWmwpR5P047V1OZuVPKJ5RuOEEIqEdaOJ4SozFz9YNjX8OwxaDHctNPJ4UUwvxlsfhmykq2dUAhhBm7dutHz4MF/R2l8/z0RrVuTuG6dtaMJYXZmnWaSlZXFW2+9RcuWLVm9erU5uxZCCFHAnnq04GOaMxdbfMglltO8SBSvoEfmyAohbqFOAIwMgyd3QcPeYMiF3R/CZ01g1xzIv/M3pIQQ1qV1cDCN0tixA6fmzcmNi+PAsGEcGTsW/ZUr1o4nhNmYrZgxduxYgMItVx9++GH69OnD4cOHzfUUQgghCigouNOX9qzBl7GAlhQ2cZgRJLFRFggVQtyaXzfTmhmPrAevdpCbBlumYrOwHXWv7ARVXkOEqOrcunen56FDNHr5ZVAULi1ZQkTr1lzesMHa0YQwC7MVMxYtWsTu3bvp2rUrYCpqRERE0KlTJ5599lkuX75srqcSQghRQIsjDZlEG5bgSDPyucIZXiWKl8kjydrxhBCVmaJA0yEw7iAM+xacfVHSztH5wmy0P/SBS3usnVAIcYe0Dg60nD2bbjt24NisGbmxsey/916OPvMM+rQ0a8cT4o6YdZpJ586d2bVrF9999x1169ZFVVUMBgNff/01zZs3Z+7cueTn55vzKYUQQgDOtKINS6nHsyjYkMofHCGEJNbLKA0hxK1ptNDhSZjwN4aeb5Cv2KG5tAu+7QZhj8CV89ZOKIS4Q249etDr0CH8J08GReHiN9+wo00bLm/aZO1oQpSbRbZmfeyxxzh9+jSvvPIKdnZ2qKpKWloaU6dOpU2bNqxfv94STyuEEDWaBh31+Q9t+AFHWpBPGmd4nTO8Rj4Z1o4nhKjsbJ0wBr1FeMvPMbYdCyhwfAV80RL+nAF62TlJiKpM6+hIwNy5dP3zTxybNCHn4kX2DxrEsf/8h/wM+T1BVD0WKWYAODk58d5773H8+HGGDRsGmKaeREVFMWzYMIYMGcLp06ct9fRCCFFjOdGCNnyPH/8BtCSzkSM8TDqR1o4mhKgCcnQeGIYuNE0/adgH8nNgeyh8EQAnw2Q9DSGqOPegIHoePkzDF14AIObLL9nRrh3JW7daOZkQZWOxYsY1jRs35ueff+b3338nICAAMBU1Nm3aRLt27Zg8eTJXZFVdIYQwKw06/HiW1nyLHX7kEccJniGGL1CR6X5CiFLw6QCP/QEjfgTX+pB2HlaPgKUDIPG4tdMJIe6AjZMTrT75hC5//IGDvz/Z0dHsveceTrz4IvlXr1o7nhClYvFixjUDBw7kyJEjzJ07l9q1a6OqKnq9nk8++YRmzZqxYMECVKn0CyGEWbnQjrYsx5OhgJFLfMVxniaXOGtHE0JUBYoCrR6C/zsJQW+C1g7OhcNX7WHTS5ArQ9OFqMo8+val15Ej1B8/HoDzn37Kzg4dSN2508rJhLi9CitmAGi1WiZNmkRUVBTPPPMMGo0GVVVJTk5mwoQJdOjQga0yvEkIIczKBmea8g5NmYkWZzI5wlFGk4bsVCCEKCVbJ+jzX1NRo8WDoBpgz0cy9USIasDGxYU2X35Jp99/x65ePbLOnGF3UBCnXnkFQ06OteMJUaIKLWZc4+npyVdffcX+/fvp1asXYJp6cvToUfr378+IESM4e/asNaIJIUS15ckQ2rICR1qSzxVO8hyX+FZ2OxFClJ5bIxi5Fkb/Dm6NIeOSaerJyvvhSrS10wkh7kCdQYMIOnaMemPHgqpybtYs/urUibSDB60dTYhiVXgxQ6/Xs3fvXubPn89HH31EQkICAIqioCgKqqry008/0bp1a9544w1ypBoohBBmY0892rCIOjwAGInhU6J4WXY7EUKUTZNB8Owx6PUGaHTw9zpY0Br+mgUGvbXTCSHKSVe7Nu0WL6bj2rXYenmRefw4u7p25e///hejXn62ReVi8WLGqVOnWLJkCc8//zxdunTBxcWF7t278+KLL/LDDz9w5syZwiLGtTUzVFUlNzeX9957j1atWrF582ZLxxRCiBpDgz2NeRt/Xge0pPIHh3mIbM5ZO5oQoirROUDf/8H4w9DgbtBnQfgr8HUniDtgvucxGiB6GxxbbvpsNJivbyFEsbwffJBex47hPWIEan4+Z95+m909epB56pS1owlRyMacncXGxrJ3797Cj/3795Nxw57FxS3yqdFoaNOmDd27d6dr16788ccfLF++HKPRSHR0NIMHD2by5MnMnj0bRVHMGVkIIWqkVP4glq8B0x8FehI4zAjq8xz1eMa64YQQVUudAHh8Gxz5Dja/DIlH4Juu0GMa3P022NiVv++TYbBxImRc/PeYix8MmgcBwXccXQhRMrs6dQhctYq45cs5PmECafv3szMwkBazZtFwwgQUjVVWLBCikNmKGX5+fsTFFV0dv6TdSdzc3OjWrRvdu3cvLGA4OzsXnn/yySd57bXXmDJlChs3bkRVVT766CNiYmJYuXKluSILIUSNlEI4UUyFm9bKUIlhPvmk05CXrBFNCFFVKQq0fwKaDoXfn4cTP8LO9+D0T3D/IqjXtex9ngyD1SHc9FqVccl0PGS1FDSEsDBFUag7ejRud9/N0aeeInnzZk6++CKJv/5Ku0WLsK9Xz9oRRQ1mtnJabGwsQOF0kWuFDI1GQ+vWrXnmmWf45ptvOHnyJMnJyfz222+88cYb9OvXr0gh45pWrVqxYcMGFi1ahL29Paqqsnr1atauXWuuyEIIUeOoGIhmNjcXMv4Vx/dc5GtZGFQIUXZOdWDESghZA05ekHQSFvUwjdjQZ5e+H6PBNCKj2NehgmObJsmUEyEqiIOfH51//51Wn36KxsGB5M2biWjThtjly83Sv2owkLxtG7HLl5O8bRuqQX62xe2ZdZqJqqrUrl2brl27Fhl14erqWu4+x44di62tLWPGjAFgwYIFDB8+3FyRhRCiRkknkjwSbtvuIvPJ5woNmYKCTO8TQpRRQDA07G0qSBxbCrs/hDPr4cGl4Bt4+8dfiCg6teQmKqTHmNr59zFXaiHELSgaDQ2ffx6PAQM48thjpO3bx+HRo0n89Vdaf/45utq1y9VvfFgYJydOJOfivz/z9n5+BMybh0+wjL4SJTPbyIyFCxdy/PhxUlJS2LBhA2+99RYDBgy4o0LGNY888giNGzdGVVVOnjxphrRCCFEz6blc6rbxLCWa91AxWjCREKLacvSA4T/Aw7+As49plMa3XU07ntxuREVm3K3Pl7WdEMJsnFu0oNvOnTQNDUXRaolbvpwd7dqRvHVrmfuKDwsjMiSkSCEDIOfSJSJDQogPCzNXbFENma2Y8fTTTxMQEGCu7m7SsmVLgJvW5RBCCFF6OuqUqp0vjwMKCaziLDNQkeGeQohyaj4Mxh+BFg+CUW/a8eSH/pB2oeTHOPuWru/SthNCmJVGp6PZ22/TbedOHJs2JScmhr39+nFq2jQMubml6kM1GDg5cSIUt85iwbGTkybJlBNRoiqzBK1OpwPAaJR3CIUQorxcCcQWbyhx6oiCLd404EWa8g6g5TK/cIbXUcmvwKRCiGrFqQ48FAb3fQ06Jzi/Db5sB8dLWNi9QZBp15JbvFbhWt/UTghhNbW7dqVnZCT1x40DVeXc7Nns6tqVjOPHb/vYlIiIm0ZkFKGq5MTEkBIRYcbEojqpMsWM//znPzz//PP07NnT2lGEEKLKUtDiz9TCezeeBfBnKgpaPLmXZryPgg3JbOQs78qioEKI8lMUCHwaxh8y7W6SmwZho2D9c5CfU7StRmvaftX0wBs7Mn0a+LGpnRDCqmycnWnz1Vd0/PlndJ6eZBw+zF+dOnH+iy9K3N0SILeUI+5L207UPFWmmDFo0CA++eQTtm/fbu0oQghRpbnTj+bMxhavIsdt8aI5s3GnX+ExD/rTjA8ADZf5iRg+reC0Qohqx70pPLEDer1uun/gC1jUE1LPFm0XEGzaftXlhq0fXf1kW1YhKiHv++8n6OhRPAcPxpiTw4nnnuPggw+Sl5RUbHs739JNEyttO1HzmHU3EyGEEFWDO/1wow/pRKLnMjrq4EogCje/y+nOPTTmdc7yP2JZhA43fHnMCqmFENWGxgb6vgP1e8FPj0L8QVjYEe5fBC2v27UuIBhaPGDatSQzzrRGRoMgGZEhRCVl5+NDp99+4/ynn3Jq2jQSf/mFHe3a0W7JEjz79y/S1j0oCHs/P3IuXSp+3QxFwd7PD/cgmU4mildlRmYIIYQwLwUtteiEJ0OoRadiCxnXeBFMfV4A4DxzSWJDRcUUQlRnTQfDuEjw626adrIqGLZMK7rbiUZr2n61zSOmz1LIEKJSUzQa/CdOpMfevTgFBJAbF8e+AQM4NW0aRr3+33ZaLQHzCqaTKTdMJyu4H/Dxxyha+ZkXxZNihhBCiFKpy5P48igA/zCDq8hW2UIIM6hVHx7/E7pNMd3fNRtW3g85adbNJYS4I67t29Nz/34a/N//AXBu9mx2BwWRde5cYRuf4GACV6/Gvl7R6WT2fn4Erl6NT7BMJxMlk2KGEEKIUlFQaMBkatMLlVxOMwU9qdaOJYSoDrQ6GDAHgleAjT2cWQ+LukPKGWsnE0LcAa2jI60//5zAsDBsatcmbc8ednboQNyqVYVtfIKD6RMdTZetW2m/bBldtm6lz7lzUsgQtyXFDCGEEKWmoKEpM7GnPnnE8TevypatQgjzaf2waXFQl3qQdBK+6QLnwq2dSghxh3yGD6fXoUPU7t6d/PR0Do0cybH//AdDdjZgmnLi0acPdR95BI8+fWRqiSgVKWaUQ1ZWFhs2bOCdd94hODiYhg0boigKiqIQGhpqludISEhgypQptGjRAgcHB9zd3QkKCuLrr7++5RZHQghhaTa40Jy5aHAgnb1c5EtrRxJCVCe+d8HT+0zbt+akwtJBcGiRtVMJIe6QQ8OGdP3zTxq/9hooCjFffsmurl3JPH3a2tFEFSW7mZTD3r17uffeey3W/4EDBxg0aBDJyckAODs7k5GRwY4dO9ixYwerVq3il19+wc7OzmIZhBDiVhxpSmPe5gyvcolFuNEHZ1pbO5YQorpw8YXHt8Gvz8CxpfDrU3A1AXq8cvNCgUKIKkOj09Fi5kw8+vbl8KOPknH0KH916kTbr7/G9+GHrR1PVDEyMqOc3Nzc6NevH1OnTmX58uX4+PiYpd+0tDTuu+8+kpOTadmyJfv27SMjI4OrV6/y2WefodPp2LRpE5MnTzbL8wkhRHl5MggPBgEG/uFNjORaO5IQojqxsYcHv4fu00z3/3gNNk0C1WjVWEKIO+c5YAA9Dx3CvXdvDJmZHBo1iuPPPYchJ8fa0UQVIsWMcggKCiIlJYUtW7Ywa9YsRo0aZbZREnPmzCE+Ph4HBwfWr19Pp06dALC1tWXChAnMmDEDgK+++oqoqCizPKcQQpSXP6+iw4NszhHDF9aOI4SobhQF+n8AAz8y3d/7CYSNBkOedXMJIe6Yva8vnbdsocnrrwNw4Ysv2N2zJ1lnz1o5magqpJhRDloLLkizZMkSAEaNGkWjRo1uOv/CCy/g7OyMwWBg6dKlFsshhBCloaM2jXgDgDi+J4t/rJxICFEtdZ0Ew5eBRgcnVsLqkVLQEKIa0NjY0Pydd+i0YQM6Dw/SDx5k5113kbh+vbWjiSpAihmVyOnTp7lw4QIAQ4YMKbaNs7MzQUFBAGzatKnCsgkhREnc6YM79wBGLvCxteMIIaqrNo/AqHWm6SdRP0tBQ4hqpM7gwfQ8dIja3bqRf+UKB+67j79DQ1GNMq1MlEyKGZXIsWPHCm+3adOmxHbXzp04ccLimYQQojTq8yIKNlxhB2nssXYcIUR11WQgjPxZChpCVEMOfn50/fNPGjz3HKgqZ2bM4MCwYeSlpFg7mqikyrSbSePGjS2VowhFUfjnn5o3VDk2Nrbwdr169Upsd+1ceno6mZmZODs7F9suNzeX3Nx/F+RLT08HQK/Xo9frzRG5XK49tzUzVHdyjSuGXOd/2VAXT00wl7U/Eq3OJSB/CYoZ6uU3XuMbX9dSU1MLz8vrWvUm17hiVInr3KAvyog1aFcHo0T9jHHVQxiGrwBN1dikT17XxDVyjYuhKDT/+GOc77qLUxMmcHn9ev7q1Il2q1bh0q5dubqU62x5t7vGlrr2iqqqamkbazQalFJsh1Vclzc+rqQ2qqqiKAoGg6G0sSoFf39/zp8/z9tvv01oaGi5+pg5cyavFyyAo9frsbEp/j/lhQsXMn78eMBUAPH19S22XWhoaOGCoddbtmwZjo6O5coohBAlUWyv4tl/HhpdHqm7xpCX2Mzsz7F8+XJWrlx503F5XROi5qmTEUnX6JloVT3R7gM4XO+5Krltq7yuCVE85exZbD74ACUhAdXOjvyJE1F79LB2LFEOWVlZjB49mrS0NFxdXc3Wb5lL2KWtfVxfvFBVtcTH3dhOmM9rr73GSy+9VHg/PT2d+vXrM3DgQLN+E5WVXq9n8+bNDBgwAJ1OZ7Uc1Zlc44oh1/lmMZoYEllBw67naGaYeMf93XiN+/Xrx/z58wvPx8bG0q5dO3ldqwHkGleMqnWd70WNaoO69mH8UzZTv3UPjD1ft3ao25LXNXGNXOPb048ezdExY0gJD0c3axaNpk+n8VtvoWhKP/pTrrPl3e4aX5shYG5lKmZs3br1tm1iYmJ46aWXSE5ORlVV2rZty5AhQ2jdujUeHh7Y2dmRkZHBuXPn2LdvH+vWrSMzMxNFURg1ahTPPvtsub+Yqs7FxaXwdlZWVon/gWVlZRX7mBvZ2dkVu2WsTqerFD/IlSVHdSbXuGLIdf5XXUaTyErSNX+Rr7mEA/5m6ffaNdbpdEWm1mVnZxc5b22VJUd1Jte4YlSZ6xwwHC6+CHs/RhsxA22t+hD4tLVTlYq8rolr5BqXTOftTefff+f0tGlEf/QR52bO5Orx47T//ntsbvF3ULF9yXW2uJKusaWue5mKGb17977l+YMHDzJp0iRSU1MJCAjgiy++KNx5oyRXr15l5syZfPDBB6xcuRI7OzsWLVpUlljVRt26dQtvX7p0qcRixqVLlwBwdXUtcb0MIYSwBnvq40YQqWwngR/xZ5q1IwkhqquTYbBxImRc/PfYumcg/SL0ftt6uYQQZqWxsSFg7lxc2rfn+LPPkvjzz+zq3p271q3D0d/f2vGEFZltN5O0tDRGjBhBSkoKHTt2ZNeuXbctZAA4OTnx7rvv8v3336OqKkuWLGHu3LnmilWlXL+DyfU7m9zo2rlWrVpZPJMQQpSVFyEAJLMFFdlSTQhhASfDYHVI0ULGNdtD4eDCik4khLAwv7Fj6frnn9j5+pJ5/Di7unYldfdua8cSVmS2YsbixYs5f/48iqLw7bff3nL6Q3EeeeQRhg8fjqqqvP/+++Tn55srWpXRokULGjRoAMDvv/9ebJurV68SEREBwMCBAyssmxBClFYtuqLBET2XucpJa8cRQlQ3RoNpRAa3WGvt9+dBn11hkYQQFaN2165037sXlw4dyEtMZG+fPsSuWGHR51QNBpK3bSN2+XKSt21DrWIbVVRnZitm/PjjjwA0a9aMtm3blquPhx56CIDk5GT++OMPc0WrUh5//HEAVqxYQXR09E3n58+fT2ZmJlqtljFjxlRwOiGEuD0NttTGtNp4KtusG0YIUf1ciCh+RMb1DHkQNrpi8gghKpSDnx/dIiLwGjYMY24uhx95hL//+1+LbCYRHxbGNn9/9vbty+HRo9nbty/b/P2JDwsz+3OJsjNbMePs2bMoikK9evXK3cf1jz137pw5YllMamoqSUlJhR9Go2kodVZWVpHjmZmZRR4XGhqKoigoilJsseLll1/Gx8eHrKwshg4dyoEDBwDIy8vjiy++4M033wRg/PjxNG/e3LJfpBBClJM7fQFIJcLKSYQQ1U5mXOnaRf0Ep3+2aBQhhHXYODvTce1a/CdPBuDM229z7JlnMOr1ZnuO+LAwIkNCyLlYtHiac+kSkSEhUtCoBMxWzLhy5QoAiYmJ5e7j+sempaXdaSSLCgwMpE6dOoUfMTExAMyePbvI8eeff75M/daqVYt169bh4eHBiRMn6NSpU+FCn8899xx5eXkMHDiQjz76yBJflhBCmIULgQBk8w9G8qycRghRrTj7lr7tb89CdorlsgghrEbRagmYO5fWX3wBGg0Xv/2Wgw8+SP7Vq3fct2owcHLiRChutEfBsZOTJsmUEyszWzHD19cXVVU5ceIEZ8+eLVcfP//8b/Xcx8fHXNGqnLvuuovjx48zefJkmjVrhl6vx8nJiV69erFw4UI2bNhQ7JarQghRWdjigxZXVPLJpnKPtBNCVDENgsDFD1BKaKCYznu0hKsJBetrCCGqqwb/+Q8d165F4+DA5fXr2du3L7mXL99RnykRETeNyChCVcmJiSElQkagWpPZihm9evUqvD1+/Hj0ZRzis2XLFpYtW1Z4v2fPnuaKZhHR0dGoqnrbj8WLFxd5XGhoaOE5/1tsJeTt7c3cuXOJiooiOzub1NRUIiIieOaZZ9BozPbPJoQQFqGg4EQLAK5y2spphBDVikYLg+YV3LmxoFFwf9A8eGAxKBo4+gOc/qUCAwohKpr3/ffTJTwcnYcHafv2sbtHD7LK+QY7QG5c6aazlbadsAyz/VU8bty4wttbt26lf//+REVF3fZxRqOR+fPnc//992M0GlEUhT59+tCkSRNzRRNCCGEFjphex3NkZIYQwtwCgiFkNbjcsFabq5/peEAw1OsK3V42Hd80EfJzKz6nEKLCuHXvTredO3Hw9yfrzBl2BwWRceJEufqy8y3ddLbSthOWYWOujoKCghg3bhwLFy5EURR27NhBmzZt6Nu3L4MGDaJNmzZ4eHhga2tLRkYG0dHR7Nu3jzVr1nDp0qXC1WcdHR1ZsGCBuWIJIYSwEhtqA5BPhnWDCCGqp4BgaPGAaXeTzDjTWhoNgkwjN665+y049gNciYb986HbS1aLK4SwPOcWLej211/sGziQzGPH2HP33QT+9luZ+3EPCsLez4+cS5eKXzdDUbD388M9KMgMqUV5ma2YAfD555+TkZHBihUrUBSF/Px8tmzZwpYtW0p8jKqqKIppSKCrqyvr1q2jWbNm5owlhBDCCmxwBSCfdCsnEUJUWxot+Pcp+bytE/T5H/z6NES8A+2fBAe3CosnhKh49r6+dN22jf1DhpC2bx8HBgxAefVVuPfeUvehaLUEzJtHZEgIKErRgkbB364BH3+MotWW0IOoCGZdfEGr1bJs2TIWLlyIu7s7QOH6ENffvv7+tc9Dhw7l8OHDRdbeEEIIUXVpcQHAICMzhBDW1G4seLWFnFTYOdPaaYQQFcDWw4Mu4eG49+6NISMDmxkzSA4PL1MfPsHBBK5ejX29otPZ7P38CFy9Gp/gYHNGFuVgkZUkn376aWJiYvj+++8JCQmhQYMGhYWLa+zt7enevTvTpk3j2LFj/PrrrzRs2NAScYQQQliBgundChXZtkwIYUUaLdzzvun2gS8hV0aLCVET2Li40GnDBjyGDEHJy+Pw8OEk3WLGQHF8goPpEx1Nl61bab9sGV22bqXPuXNSyKgkzDrN5Hr29vaMGTOGMWPGAJCfn8+VK1fIy8vD1dUVZ2dnSz21EEKISsBAJgBa5PVeCGFlTYeAZytIOgGR30C3ydZOJISoAFoHB9r/+CNb+vaF/fs5MGwYd61bh2e/fqXuQ9Fq8ejTx3IhRblV2B6fNjY2eHp6UrduXSlkCCFEDZAvxQwhRGWhKNB1kun2vk/AKCPGhKgpNHZ25L/yCp733osxJ4cDw4aRVMYpJ6JyqrBihhBCiJrl2loZNlLMEEJUBm0fBQcP084mZ9ZbO40QoiLpdLRbuZI6Q4dizM7mwLBhpO7cae1U4g5JMUMIIYRFZHMeADvqWjmJEEIAOgdTQQPgxCrrZhFCVDiNnR2Ba9ZQZ8gQjNnZ7B86lPTDh60dS9wBi62Zcc3p06c5ePAgSUlJpKWlYTQaeeuttyz9tEIIIawsi78BcKS5lZMIIUSBgBGwdx5E/QKGPNDaWjuREKICae3sCFy9mn2DBpG6Ywf7Bg2i244dODVtau1oohwsUsxIT09n3rx5LFiwgPj4+JvOF1fMeOSRRzh//jyKovDjjz9S74YtcIQQQlQdBq6SSwwAjjSzchohhCjg1wOcvOFqApz7A5oOtnYiIUQF0zo6ctevv7KnTx8yDh9m34ABdNux46YtWEXlZ/ZpJrt27aJdu3aEhoYSHx+PqqpFPkrSs2dPdu/eze7du1myZIm5YwkhhLAAFQNp7CeJDaSxv3Ab1kyOA6CjDjrcrBlRCCH+pdFCiwdNt2XdDCFqLF3t2nTeuBHHpk3Jjo5m/333kZ+Zae1YoozMWszYt28fAwcOJCYmprB40bRpUx588EHq1r31nOnHH38cW1vTUL/Vq1ebM5YQQggLSCGcSIZyknGcYTonGUckQ0khnFS2A1CLblZOKYQQN2jY2/Q5dq91cwghrMrO25vOmzZh6+VFxqFDHBo1CtUgOx1VJWYrZuj1ekaPHs3Vq1dRVZXAwED27NlDVFQUYWFhtG3b9paPd3V1pX///qiqyuHDh0lJSTFXNCGEEGaWQjhRTCWPhCLH80gkiqkk8TsA7vS2RjwhhChZ3c6mz/GRpnUzhBA1lmOjRtz1yy9o7O25/NtvnJw82dqRRBmYrZixZMkS/vnnHxRFoUuXLuzYsYPOnTuXqY/u3bsDoKoqR44cMVc0IYQQZqRiIJrZQHFTB1VAJZ9kwIZadK/YcEIIcTtuTcDezVTISJDfN4Wo6Wp37Ur7H34A4Pynn3L+s8+snEiUltmKGT///HPh7QULFuDg4FDmPlq1alV4+8yZM2bJJYQQwrzSibxpREZxnGiJFscKSCSEEGWgKODd3nT70CKI3gZGGVouRE3mM2IELT74AICTkyeTsmOHlROJ0jBbMeNwwR69jRo1okOHDuXqw93dvfD2lStXzJBKCCGEuem5XKp2rnS0cBIhhCiHk2FwqWC9jAOfw/d94RN/03EhRI3VaOpUfEePRs3P59BDD5ETF2ftSOI2zFbMSExMRFEUGjZsaJb+DLL4ihBCVEo66pSqXW16WDiJEEKU0ckwWB0C+VlFj2dcMh2XgoYQNZaiKLT56itc2rYlNz6eQw89hDFP1tWpzMxWzLg2rSQnJ6fcfcTHxxfevn6UhhBCiMrDlUBs8QaUEttoccGVThUXSgghbsdogI0TKXm9H2DTJJlyIkQNZuPkRGBYGDa1apG6cyenX3vN2pHELZitmOHt7Y2qqpw6darcfey4bm5SgwYNzBFLCCGEmSlo8Wdq4b3i+DMNBW3FhRJCiNu5EAEZF2/RQIX0GFM7IUSN5dS0Ke2WLAEgeu5ckjZvtnIiURKzFTN69uwJmNa62FyOf/DMzEyWLVsGgI2NDb169TJXNCGEEGbmTj+aMxtbvG4658l91OE+K6QSQohbyCzl/PfSthNCVFve999Pg//7PwCOjB1LXnKylROJ4pitmPHggw8W3p4yZQrZ2dllevyzzz5LamoqiqIwcOBAnJyczBVNCCGEBbjTj0B+I4CFuDMQAB0+NOYNKycTQohiOPuat50QolprOWcOTi1bkhsXx7Fx41DV4qaoCWsyWzHjvvvuo1Mn0/zo48eP079/f86fP3/bxyUmJhISEsKKFSsKj7311lvmiiWEEMKCFLTY4csVTMOyG/IiGuysnEoIIYrRIAhc/Ch5vR8FXOub2gkhajytoyPtly5F0elIWLuWuOXLrR1J3MBsxQyAr7/+GhcXFwB2795Ny5Ytefjhh/niiy9ITEwsbLdjxw6+/fZbxowZQ6NGjVi7di2qqqIoCi+//DKdO3c2ZywhhBAWomLkLKEYycaFjngwyNqRhBCieBotDJpXwsmCAsfAj03thBACqNWxI03ffBOAk5MmkZeSYuVE4npmLWa0a9eOn3/+GTc3N1RVJTc3l9WrV/P8889z6NAhFEVBVVV69+7NuHHjWLFiBdnZ2YVDdh5//HE++OADc0YSQghhQQmsJJ39aHCgCTNQzPvfihBCmFdAMISsBq1t0eOufqbjAcHWySWEqLQav/IKTgEB5F2+zOlp06wdR1zH7L919u7dm8OHDzN06NDC4sX184uuP3btuKenJ59//jmLFi0ydxwhhBAWks15LvAJAA2YhD1+Vk4khBClEBAMDp6m273/C49thRfOSSFDCFEsja0tbb76CoCL33xDyvbtVk4krrHIW2j16tXj119/5dixY0yfPp2goCDc3NwKCxk6nY66desSHBzMggULiI6O5j//+Y8logghhLAAA1lEMQUjObjSBW9CrB1JCCFKJysJMmNNtztPAP8+MrVECHFL7r16UX/cOMA03UQ1Gq2cSADYWLLzgIAA3nnnncL7qqqSnZ2No6OjJZ9WCCGEBamo/MPbZPMPOjxpyjsyvUQIUXWc/9P0uU5rcHC3bhYhRJXR7N13iVu5kvTISGKXL6femDHWjlTjVehvn4qiSCFDCCGquDi+I4UtKNjQnNnYUsfakYQQovTObzN9btjHmimEEFWMXZ06NH71VQCipk/HkJNj5URC3koTQghRaqls5wKfAuDPK7jQwbqBhBCirM79Yfrs39e6OYQQVY7/xInY1atHzoULXPj8c2vHqfGsVszIzs5m69atrFixgk2bNpGenm6tKEIIIUohnYNEMQ0w4kUwXoywdiQhhCibxOOQdAI0NjIyQwhRZlpHR5rNmAHAuTlzMOTmWjlRzWbWYsbq1av58ccfWbVqVZEdTG40b948fH196d+/P2PGjGHIkCF4e3vz8ssvk5eXZ85IQgghzOAqpznNRFRyceNu/HkVBcXasYQQomyOfm/63HQoOHpYN4sQokqq99hj2NWrR25cHLE//GDtODWa2YoZf/31FyNHjuSRRx7hm2++QVGK/yV37ty5vPTSS6SnpxfZojU3N5ePPvqIhx9+2FyRhBBCmEEOMZxiAgYycSGQZnyABp21YwkhRNkYDXBsqel2u8esm0UIUWVpbG1pNHkyAOdmz5adTazIbMWMDRs2FN5+6qmnim0THx/PW2+9BVBY7KhVq1bhoqCqqvLLL7+waNEic8USQghxB7I5zwnGoycZR5rTgnlosLd2LCGEKLt/NkL6RbCvDc3us3YaIUQVVn/8eGxq1+bq6dNcXr/e2nFqLLMVM/bu3QuYihSDBw8uts3XX39NVlYWAB4eHmzdupXU1FRSU1N57bXXAFNBY/bs2eaKJYQQopyyOMMJniaPeOzxpyXzscHF2rGEEKLsVBV2zjTd7vAU2NhZN48QokqzcXHBr+AN/IvffmvlNDWX2YoZ//zzDwD+/v64uroW22bVqlWFt9955x169+4NgE6n491336Vnz54AnD59mtOnT5srmhBCiDK6yklOMK5gREYzWvMNtnhaO5YQQpTPhe0QsxO0ttBtirXTCCGqAb8nnwQg8ddfyU1MtHKamslsxYzExEQURcHX17fE80ePHgXAzs6ORx999KY2o0aNKrwdGRlprmhCCCHKIINDnGA8+VzBida0YiE63K0dSwghym/Hu6bPHZ4Cl7rWzSKEqBZc2rShVpcuqPn5shColZitmJGdnQ1QuP7Fjf766y/ANA0lKCio2HYtW7YsvB0fH2+uaEIIIUopiQ2c4NnCxT4DWIANtawdSwghyu+fTXB2Myha6D7N2mmEENXItdEZccuXWzlJzWS2Yoa9vWlBuIyMjGLPb9++vfB2nz59im3j4OBQePvq1avmiiaEEOI2VFQuspAzTEclDzf6FKyR4WztaEIIUX6GPNj4oul2lxfArZF18wghqhXvBx8EIG3/fnLlzfgKZ7ZihpeXF6qqlrjWxfrrVnkNCgoqtk1aWlrh7esLG0IIISzHSB7/8BYX+RwAXx6lOXPQIq/DQogqbs/HkHwanLzg7lBrpxFCVDN2Pj7U6tQJgETZ1aTCma2Y0aFDBwCuXLnC77//XuTcjh07iIqKAsDJyYlu3boV28e5c+cKb/v4+JgrmhBCiBLkkcRJ/kMS6wAtjZhOQ6agoC1so2Igjf0ksYE09qNisF5gIYQorbQLsP2/ptv9ZoG9TJkTQphfnftMWz1fXrfOyklqHrMVM4YPH154e9y4cWzbto28vDz27dvHkwVziRRF4cEHH8TGxqbYPvbt21d4u1mzZuaKJoQQohjpHOQoj5BBJFqcaMknePNQkTYphBPJUE4yjjNM5yTjiGQoKYRbKbUQQpSC0QA/Pw76q+DXA9o9Zu1EQohqynPQIABSIiJQVdXKaWoWsxUzRo4cWViAiI2NpV+/fjg4ONCtWzfOnj1rejKNhmnTil94yWAw8NtvvwFga2tL+/btzRXNYjIyMggNDaVt27Y4OztTq1YtOnfuzIcffkheXl65+gwNDUVRlNt+nDlzxsxfjRCiplBRieN7TjAePUk40IQ2/EBtehRpl0I4UUwlj4Qix/NIJIqpUtAQQlReu+bA+T9B5wQPfAeK2X7lFUKIIlwDA1F0OvRJSWRHR1s7To1S/BCJcrC1teXHH3+kX79+pKSkFNvmvffeo02bNsWe27BhA0lJSSiKQteuXbG1tTVXNIs4f/48ffr0IbrgG9bR0ZHc3Fz279/P/v37Wbp0KeHh4bi5uZWrf51Oh7t7yVshljS6RQghbiWfTM4SWliI8GAIjXnzpvUxVAxEMxso7h0GFVCIZjZu9CkyJUUIIawu7iBse9N0e/An4N7UunmEENWa1s4O1/btSdu/n7R9+3BsVPJCw6rBQEpEBLlxcdj5+uIeFISild+jysusZer27dtz/PhxJkyYQOPGjbG1tcXV1ZV77rmHX3/9lZdffrnEx86aNQsAVVUZNmyYOWOZncFgYNiwYURHR+Pr68vmzZu5evUqWVlZrFixAhcXFyIjIxkzZky5n6NHjx7Ex8eX+OHv72++L0gIUSNkcISjjCaFcBRs8Oc1mvJusQt9phN504iMolTySCCdSMsFFkKIsspOhbBRYNRDy2Bo/6S1EwkhaoBanTsDkHbdsgk3ig8LY5u/P3v79uXw6NHs7duXbf7+xIeFVVTMasfsb+97e3vz6aeflvlx33//fZE+KrPFixdz9OhRANasWUP37t0B0zSahx9+GKPRyOjRo9mwYQPh4eH069fPmnGFEDWcSj6X+IaLLAQM2OJDM2bhQtsSH6Pncqn6Lm07IYSwOGM+rH0EUv6GWg1g6FegKNZOJYSoAZxbtwYgq4SlAOLDwogMCYEb1tTIuXSJyJAQAlevxic42OI5q5tKM4GwYcOGhR/29vbWjnNL3333HQB9+/YtLGRcb9SoUTQqGF60ZMmSCs0mhBDXyyGG4zzFRRYABjwYQjt+vGUhA0BHnVL1X9p2QghhceGvwD8bQecII38GRw9rJxJC1BAODRsCkH3+/E3nVIOBkxMn3lTIMJ00HTs5aRKqQXaLK6tKU8yoKrKysti5cycAQ4YMKbaNoigMHjwYgE2bNlVYNiGEuEZFJZGfOMIoMjmKFmeaMpNmzMQGl9s+3pVAbPEGSnpXU8EWb1wJNGtuIYQol8OLYfdc0+0HloBPB2umEULUMLcqZqRERJBz8WLJD1ZVcmJiSImIsFS8akuKGWV08uRJjEYjQImLmV5/Lj4+vsQFUW/l+PHjtGnTBgcHB5ydnWnRogXjxo0jMlLmpwshbi2HWE4xgbPMwEgWLnSkHSvxpPgCbHEUtPgztfDejWcB/Jkqi38KIazv7/Wwbpzp9t1vQ8AI6+YRQtQ49g0aAKBPScGQnV3kXG5cXKn6KG078a8yrZlx45SJxx9/vMRzd+r6viuT2NjYwtv16tUrsd3152JjY2+5M0lxkpKSSElJoXbt2qSnpxMVFUVUVBTffPMN06dP55133rltH7m5ueTm5hbeT09PB0Cv16PX68uUx5yuPbc1M1R3co0rRmW7zipGLmtWcUnzOUYlG0W1o65xPN7G0Sho0VO2nC7cTWPlfWK0H6JXEguP61Qv6htewkW9u8x9ltWN1/jG17XU1NTC8/K6Vr3JNa4YVe06KzE70K4egWLMx9hqFIbur0Elzy6va+IaucYVoyKus3rdMgk5V65ge93Ok9o6pZuSq61Tp8p+L9zuGlvq61JUtbjJO8XTaDQoBQspKYpCfn5+sefuONQNfVcmy5YtK9yl5O+//6Zp0+K3+9q8eTMDBw4E4K+//ip2bY3iLF26lNjYWB544AEaNWqETqcjLy+Pbdu2MX36dA4cOADAnDlzmDJlyi37Cg0NZcaMGcV+DY6OjqXKI4SoGrTOl3Ht8Au2HjEA5CU1IP3Q/RiuepqhdyM6j/No7TMx5DijT26ItQb2LV++nJUrV950XF7XhKh5amWfpec/b6AzZhHv0om9/q+iKlVv63p5XROietCFhKDk55O3cCFcX8AwGNCNHw/JycVO3lUBPD3Rf/klVNNtWrOyshg9ejRpaWm4urqard9yFTNUVUVRFAzXLVKi0ZjvF9sb+65MLF3MuJWcnBzuvvtu9u3bh7OzMxcvXqRWrVolti9uZEb9+vVJSkoy6zdRWen1ejZv3syAAQPQ6XRWy1GdyTWuGJXhOhvJJV7zPfGaRaiKHo3qiJ/xeTyNwSjVYCbhjdf4xte12NhY2rVrJ69rNYBc44pRZa5z0glslg1AybqMsX4QhpHrQHfzNtOVkbyuiWvkGleMirrO2+rUIT8tje7HjuHUvHmRc4lr13Jk1CjTnev//C4YDNBuxQq8hg+3WDZLu901Tk9Px9PT0+zFjDKVr+++++4SR1/c6lx14uLy78J5WVlZJba7/tz1j7kT9vb2zJw5kwEDBpCZmUl4eDjBt9jCx87ODjs7u5uO63S6SvGCWVlyVGdyjSuGta5zKjuIZha5mEZj1KYnjZTXsdP6Ut2Wsrh2jXU6Hc7OzoXHswvmpVaW7/XKkqM6k2tcMSr1dY4/BMsGQFYS+HREM+pXNPbW+6O/vOR1TVwj17hiWPo6KwVv7ttoNDc9T72RI9Ha2HBy4sQii4Ha+/kR8PHH1WZb1pKusaWue5mKGdu2bSvXueqkbt26hbcvXbpEu3btim136dKlYh9zp64f4XH27Fmz9SuEqDpyiSWaOaSyFQAdnjRkCh4MQilx9xEhhKgGLu2FZYMg5wr43gWjN4J9yaNUhRCiIqiqSn5GBgDaEt7I9gkOxvuBB0iJiCA3Lg47X1/cg4JQqunUkopQ9SYWWllAQAAajQaj0cixY8dK3J712LFjAPj4+JR58U8hhCiOkTzi+J5LfI2RHBRs8OER/HgWLU7WjieEEJZ1IQKWD4W8DPDrAY+sl0KGEKJSMObmohas+Whzi1H5ilaLR58+FZSq+qv6E6ormKOjIz179gTg999/L7aNqqps3LgRoHDdDHPZvXt34e1GjRqZtW8hROWkopLCHxwmhBg+w0gOLtxFW1bQkJekkCGEqP6ifoVlg02FjIZ9YIyMyBBCVB7XRmUA2Fw3bUxYlhQzymHs2LEAbN26lT179tx0ftWqVYVTQMqyxezt1mLNzc3l9ddfB8DJyYl+/fqVum8hRNWUyQlO8AxRTCGXGHR40pSZtGIhjjSxdjwhhLC8ffPhxwdBnwVNh5hGZNjKHwtCiMrj2joYtnXqyLSRCiTFjHIYO3Ysbdu2RVVVRowYQXh4OABGo5FVq1Yxbtw4AIYMGXJTwSE0NBRFUVAUhejo6CLntm/fTv/+/fnhhx+4eN3CMHq9nvDwcIKCggqLJ2+99Ra1a9e23BcphLCqXBI4w5scYwwZHESDPfUYRwd+xpMhsjaGEKL6U42w+WX4/XnT7Q5Pw8ifq8yuJUKImiPrzBkAHJs1s3KSmkXWzCgHGxsbfvnlF/r27Ut0dDT9+/fH0dERo9FITk4OAIGBgSxdurRM/aqqSnh4eGFxxMHBAScnJ9LS0tDr9YBpC9xXX32VadOmmfeLEkJUCgauEssS4liCEdPriSdDqc/z2OFj5XRCCFFB9Nnw8+NwcrXpfp93oNf0wm0MhRCiMrlWzHBq2tTKSWqWMhUzlixZYqkcNynL9Axr8Pf358iRI8yZM4ewsDDOnTuHTqejdevWPPLII7zwwgvY2tqWqc+2bdsyZ84cdu3axdGjR0lKSuLKlSs4OjrSqlUrgoKCGD9+PG3btrXQVyWEsBYjeSSwmkt8TT6pALgQSEOm4ExrK6cTQogKdOU8rAqG+IOg0cH9i6DtGGunEkKIEl09fRoAhyYyBbgilamY8cQTT6BUQEVcUZRKX8wAcHFxYcaMGcyYMaPUjwkNDSU0NLTYcx4eHkyZMsVM6YQQVYFKPpf5jYssII94AOxpQH1ewJ1+Mp1ECFGzRG+FNSMhKwkcPSFkNTTsbe1UQghxS1cKNmmoddddVk5Ss5R5msntFqkUQghxeyoqqfxBDPPJ5hwAtnhRj2epwzA06KycUAghKpCqwt55pjUyVAP4BMJDa6F2Q2snE0KIW8pLTi4cmVG7Wzcrp6lZylTMuPvuuytkZIYQQlRXKipp7CKGL7jKMQBsqEVdnsKHkWiwt3JCIYSoYHmZ8Nt/4FjBWmNtH4WhX8lCn0KIKuHaqAynli2x9fCwcpqapUzFjG3btlkohhBCVG/XihgXWUAmRwHQ4IAvj+LLY9jgUsp+DKQTiZ7L6KiDK4EoyBZgQogqKuGIaVpJ8mlQtDDgQ+jyoiz0KYSoMpILNm9w69nTyklqHtnNRAghLMhUxNhdUMQ4AoAGe7wJwZcnsKX0FfwUwolmNnkkFB6zxRt/puJOv1s8UgghKhlVhQMLYNNkMOSCS10Yvhwa3l18e6MBLkRAZhw4+0KDINBIIVcIYV2qqpLw008A1Bk61LphaiApZgghhAWYihh7CooYhwFQsMObEOryBLZ4lqm/FMKJYipQdN2iPBKJYirNmS0FDSFE1ZBzBX59Bk6tMd1vNhTuX2xa8LM4J8Ng40TIuPjvMRc/GDQPAoItnVYIIUqUeewY2efOobG3x3PgQGvHqXGkmCGEEGakonKFCC7xTeFIjDspYpj6NBDNbG4sZFw7CwrRzMaNPjLlRAhRuZ3fDr+MhSvRpm1X+70PXSeBoim+/ckwWB3CTa9/GZdMx0NWS0FDCGE18WvXAuA5YAA2Tk5WTlPzSDFDCCHMQCWfZDYTyyKy+Bu4vogxFlvqlLvvdCKLTC0p7tnzSCCdSGrRqdzPI4QQFpOfA9vehF0fAirUbgTBK6Bel5IfYzSYRmTcopDLpknQ4gGZciKEqHCq0cil774DwHvECCunqZkqpJiRk5NDWloaubm5pX5MgwYNLJhICCHMRJPPZeUnEvieXGIA0OKENw/hw5hyjcS4kZ7LZm0nhBAVKv4Q/PQYXDbt4ESHp2HgXLBzvfXjLkQUnVpyExXSY0zt/PuYKawQQpRO8h9/kH32LDa1auH70EPWjlMjWaSYcfXqVb777jt++eUX9u3bx5UrV8r0eEVRyM/Pt0Q0IYQwCwNZJGhW4dn/Gy7YZABgQ218GI0PD2PDbX5JLwNdKUd1lLadEEJUCGM+/DUb/nwbjHpw8oKhC6HF/aV7fGacedsJIYQZxSxcCEDdMWPQOjpaOU3NZPZixrp163j66adJSkoCTCu8CiFEdZFHEvGsIIFVGLTpaB1Ap3pRVxmLF8PR4mD253QlEFu8ySOR4odbK9jihSuBZn9uIYQol4SjsO5piN1nut9iOAz9EpzKUHR19jVvOyGEMJOc2FgSCtbLqD9+vJXT1FxmLWasW7eO4cOHYzQabypiKAX7hRdX3LjVOSGEqAyyOUcc33OZdajoAbBT65N4KJA+baZhp7Pcok8KWvyZWrCbiULRgobp9dOfqbL4pxDC+vJzYcdM2DnTNDLDrpZp15F2j0PB73ul1iDItGtJxiVKKuTi6mdqJ4QQFSh67lxUvR63Xr1wbd/e2nFqrBKWji67q1ev8sQTT2AwGADo1q0b4eHhZGZmMmjQoMJChdFoJD09nVOnTvHtt9/Su3fvwnPjxo0jJyensA8hhLAmFZV0IjnNJA4TTCJrUdHjTDua8yGt838k50JHNNhaPIs7/WjObGzxKnLcFi/ZllUIUTlc3A0LO0LEf02FjBYPwv+dgPZjy17IANOinoPmFdy58fEF9wd+LIt/CiEqVF5yMhcWLACgyfTpVk5Ts5ltZMa3335LSkoKiqLQtWtXtm7dip2dXbFtnZ2dad68Oc2bN+eJJ55g9erVPPnkk3z99ddERUURHh6ORmO2OosQQpSJioEUthLHEjI5WnjcjT7UZSwudABAXzBCo6K40w83+pBOJHouo6MOrgTKiAwhhHXlZsCfb8GeeYBqWhtj8HwIGFG+Isb1AoJN269unFh0MVBXP1MhQ7ZlFUJUsPOffILh6lVcAwPxHDzY2nFqNLMVMzZt2lR4e86cOSUWMooTEhKCq6srgwcPZvv27cyYMYMZM2aYK5oQQpRKPplc5ifiWU4usQAo6KjDffjyGA40snJC05QT2X5VCFEpqCqcCisoNFwyHWv3OAyYC44e5nuegGDT9qsXIkyLfTr7mqaWyIgMIUQFy01M5NxHHwHQePr0wuUShHWYrZhx5MgRADw9PenRo0eJ7VRVLfYffeDAgQQHBxMWFsb8+fN58803sbGpkJ1jhRA1XA6xxLOMy/yEgauAaWcSb0Lw5mGzbK8qhBDVSupZ+P0FOLPedN+tsWk0RlMLvUup0cr2q0IIqzsTGoohIwPXu+7CJ1hGhlmb2aoFycnJKIpC8+bNb36S64oS2dnZOJawdc3w4cMJCwsjNTWVbdu20b9/f3PFE0KIIlRUMjlMHD+QwlbACIADjfBhDJ7ca5GdSYQQokrLz4Vdc2DHO5CfAxod9HgFek0HnbxmCiGqr4wTJ4j56isAWn74IYosi2B1Zitm5OfnA+DgcPN/ZC4uLoW34+Pjady4cbF9NGjQoPB2dHS0uaIJIUQhI3kks5l4lnOV44XHa9EdX8ZQi+4o5lsbWQghqo9/NsHGFyH5tOm+/z0w5HPwbGHdXEIIYWGqqnL65ZdRDQa8H3wQj969rR1JYMZihpubG4mJiWRkZNx0rk6df/cUj4qKKrGYcfXq1cLbSUlJ5oomhBDkcZkEVpPIGvQkA6Bgiyf34ssYHGlq5YRCCFFJpfwDm1+CqF9M9+3doM1oaDkC3OW1UwhR/cWvWsXlDRtQdDpafPCBteOIAmYrZjRr1oyEhIRiR1S0a9eu8PbmzZsZXMKqr1u3bi287erqaq5oQogayjSV5CjxLCeFLaiYRpDZ4oUXI3CkKUZy0XMFFYPsCiKEENfLy4QdM2H3h2DIA0UDOkfISYX9800fLn6m7VNlVxEhRDWVl5LCiRdeAExbsToVs6yCsA6zFTM6duzIjh07SExMJD4+Hh8fn8Jz/fr1K1z085tvvmHChAk3jc44fvw4X3zxReH99u3bmyuaEKKGMU0l2UQ8K4pMJXEhEB9GoQIXmEseCYXnbPHGn6m4088KiYUQohJRVZTjy2Hba5Bh2tkJ7/aQcMRU4LhexiVYHWLaPlUKGkKIaujUyy+Tl5iIU0AAjV97zdpxxHXMNjG8b9++hbfXr19f5Jy/vz/9+/dHVVXS09Pp0qUL//vf/9iwYQO///47b775Jr169SIzMxNFUWjUqBHdu3c3VzQhRA2RSzwxzOcgg/mHN7nKcRRsqcP9tGUZrfkWBS1neLVIIQMgj0SimEoK4VZKL4QQ1qdc2k3QP69i8+tYUyHDrTGErIGsZEAt5hEFxzZNAqOhApMKIYTlXf79dy4tWgSKQtuvv0ZrZ2ftSOI6ZhuZMXDgQJydncnMzGTx4sU89dRTRc7PmzePTp06kZ2dTUpKCqGhoUXOq6rpP0NFUZg3bx4aWR1WCFEKKirp7CeBlaSwDTD9Mm2LF96MxIvh6HAvaGsgmtmU/Au5QjSzcaOPTDkRQtQsV6Ih/FVsTqzEHVB1Tii9pkO3l+Dibsi4eIsHq5AeAxciZPtUIUS1kZuYyJEnngCg4fPP49ajh3UDiZuYrZjh4ODAl19+ydmzZ1EUhezs7CI7m7Rs2ZL169czcuRIEhMTC4sXxfUxdOhQc8USQlRTBq5ymd9IYCXZnC087konvHkYd/qg3PASl07kTSMyilLJI4F0IqlFJwslF0KISiQnDXa+B3s+BkMuKgoX3PpRd8w36NwKdpnLjCtdX6VtJ4QQlZyqqhx9+mnyEhJwbtNGFv2spMxWzAB45JFHbnn+7rvv5u+//+abb75hy5YtXLhwAb1ej6+vL71792b8+PH4+vqaM5IQoprJ5hwJ/MhlfsWAaQckDQ7U4T68GXnLXUn0XC7Vc5S2nRBCVFkGPUQuhD/fhqyCHeT87yG/7/scOhBLXefrfh9zLuXvZqVtJ4QQldyFzz/n8rp1aOzs6LBsGdrr3qQXlYdZixml4eLiwqRJk5g0aVJFP7UQoopSySeVP4nnR9LZW3jcnoZ4M5I6DMMGl9v2o6PObduUpZ0QQlQ5qgon18DW6ZDyt+mYRwvoPweaDYX8fCC26GMaBJl2Lcm4RPHT9BRw9TO1E0KIKu7Kvn2cmjIFgBazZuHStq2VE4mSVHgxQwghSiuPyyQSRiJh5JFYcFSDG73wZhS16IpShnWMXQnEFu+Cvor/hdwWL1wJNEd8IYSoXM5vh/BpcGmP6b6jJ9z9NnR8FrS6kh+n0Zq2X10dAigUff007VbHwI9N7YQQogrLTUwkcsQIjLm5eD3wAA0LtmQVlZMUM4QQlYqKSgYHiGcVqfyBSj4ANrjhRTDeBGNH3XL1raDFn6lEMZWSfiH3Z6os/imEqF4Sj8Efr8Lfv5nu6xyh2xTo/jLYuZauj4Bg0/arGycWXQzU1c9UyJBtWYUQVZwxP59Do0aRExODU/PmtPvuOxRFsXYscQtSzBBCVAr5ZJDEbySwqsiCni50wJuRuNMPDbZ3/Dzu9KM5s4lmdpHFQG3xwp+puNPvjp9DCCEqhSvnYXsoHP4OUEHRQsdxptEYzj5l7y8gGFo8YNq1JDPOtEZGgyAZkSGEqBZOv/IKKVu3onVyInDtWnS1alk7krgNKWYIIazqKqdIYBVJbMBINmBa0NOTe/HmIZxoYfbndKcfbvQhnUj0XEZHHVwJlBEZQojqITMedrwLB74Eo950rOUIuGcmeDS/s741Wtl+VQhR7Vz48kui584FoO3ixbi0amXlRKI0LFbM2LZtGzt37uTUqVOkpqaSnZ1d7HasxVEUhfDwcEtFE0JYmZFcktlEAqvI5GjhcQca4c1DeHJfqRb0vBMKWtl+VQhRvWSnwl+zYN8noM8yHWvUD/q+C/W6WjebEEJUUpd//50TEyYA0DQ0FN+QECsnEqVl9mLGypUreeWVV4iJiSnX41VVlblJQlRTOVwggdVc5hfySQNAwQZ37sGbh3DhLhTk518IIcokLxP2zINdsyHX9NpKva6mIkYjmTonhBAlST9yhMiRI1ENBuo9/jhN33rL2pFEGZi1mPHmm28yc+ZMgFKPwhBCVG+mbVUjSGAVaewqPG6LD96EUIcHscXDigmFEKKK0mfDgS9g5/uQddl0rE4bUxGj+TCQN4eEEKJE2RcucGDoUAwZGbj36UObhQst/qa6ajCQEhFBblwcdr6+uAcFoWhlmnN5ma2YsWXLFt59991/O7ax4Z577qFr1674+Pjg6OhorqcSQlQBpm1V1xZsq3ptoU2F2vTEm4eoTU9Zo0IIIcojPxciF5rWxciMNx1zawK9/wttRoFS+i2rhRCiJspNTGTfgAHkXLyIU0AAHcPC0Nje+ULztxIfFsbJiRPJufjvjlD2fn4EzJuHT7DsCFUeZitmfPbZZ4BpvYu2bduyevVqmjZtaq7uhRBVgIpKOgdI4EdS2Xrdtqq18eJBvAjBnnpWTimEEJWE0VC2nUEMeji8CCLegfSC6by1GkLQm9DucdDqKia3EEJUYfr0dPYPGcLVqCjsGzSg86ZN6NzcLPqc8WFhRIaEwA2zF3IuXSIyJITA1auloFEOZitm7NmzBwCNRsPatWtp1KiRuboWQlRypm1V1xVsq3qu8Li5t1UVQohq42QYbJwIGf++Q4eLHwyaZ9oC9XrGfDj6A2z/L1wpeI11qQe9XofAp0Err69CCFEahuxsDt5/P+kHD2Jbpw5dNm/Gwc/Pos+pGgycnDjxpkKG6aQKisLJSZPwfuABmXJSRmYrZqSkpKAoCu3bt5dChhDVjIqh2G1Mr3K6YFvV3zCSA1zbVnVowbaqd7gFoBBCVEcnw2B1CHDDL7YZl0zHQ1abChrGfDi6FCL+B6n/mNo4eUPP1+CuZ8HGvsKjCyFEVWXIyeHQQw+R8uef2Li60mnjRpyaW/531ZSIiCJTS26iquTExJASEYFHnz4Wz1OdmK2Y4ebmxuXLl6lVq5a5uhRCVAIphBPN7OvWvQAtruhwI4fzhcccaII3I/HkXmxwtkZUIYSo/IwG04iMGwsZUHBMgU0TTbuS7Hj33yKGoyd0nwadJ4BO1iETQogyycvjyEMPkbxxI1pHR+5at45agYEV8tS5cXFmbSf+ZbZixl133cWGDRs4f/787RsLIaqEFMKJYio3/tJtIB0D6YAGD/rjzUhc6CjbqgohxO1ciCg6teQmKqRfhF+fMt29VsTo9H9gK4ViIYQoK2NuLjYffEDygQOmQsb69bgHBVXY89v5+pq1nfiX2Za7fvzxxwE4d+4chw4dMle3QggrUTEQzSyKf/fQRIcHTZmJK3dJIUMIIUojs5TvvNm6QL9Z8MI56DFVChlCCFEOhpwcjjz8MJoDB9A4OHDXunV49O5doRncg4Kw9/MrebtsRcG+fv0KLbBUF2YrZowcOZKgoCBUVeU///kPWVlZ5upaCFHB8kknmg/II/GW7fRcJp3ICkolhBDVgHMp33kbsVKKGEIIcQfyMzM5cN99JK1fj2prS4effsKjb98Kz6FotQTMm1dw54aCRsH9gI8/lsU/y8FsxQxFUVizZg3t2rVj79693H333ezfv99c3QshKsBVTvEPMzjIIBJYVarH6Lls4VRCCFGNNAgy7URSIgVc60PjgRUWSQghqhv9lSvsGzSI5PBwtM7O5L/5Ju5WKGRc4xMcTODq1djXK/r6b+/nJ9uy3gGzrZkB4Onpya5du5g6dSoLFiyga9eutG7dmm7duuHl5YWtbem3DnvrrbfMGU0IUQIjelLYQjwryeRw4XE76pHLpds+XkcdS8YTQojqIz8HIr8GfXYJDQresRv4MWjkHTohhCiP3MuX2T9oEOmRkdjUrk3gunXsTEqydix8goPxfuABUiIiyI2Lw87XF/egIBmRcQfMWswAiI2NJTMzE0VRMBqNHDt2jOPHj5e5HylmCGFZeSSSwBoSWYOeZAAUbHCnH948jDNtOcR9BVNNils3Q8EWL1ypmJWghRCiysq7Cge/hF1z/l0zw94dVCPkXvm3naufqZARIO/QCSFEeWTHxLBv0CCunjyJrZcXnTdvxiEgANavt3Y0wDTlRLZfNR+zFjO2bt3KAw88wNWrVwHT1BNVVVHVkhcQLI5S0uIolUxGRgYffvgha9as4dy5c2i1Wpo3b86oUaN44YUXyjQS5UYJCQnMmjWLdevWceHCBRwcHGjdujVjx47l6aefrjLXSFQuKiqZHCWe5aSwBZV8wDS6wpsReBGM7XUjLfyZWrCbiULRgoZSeF5BqslCCFGs3HTY/zns/hCyCt4VrNUAer4G7Z8EjY1pd5PMONNaGg2CZESGEEKUU8axY+wbPJjcS5ew9/Oj85YtOLdogV6vt3Y0YSFmK2b8/fffDB06lJycnMJjrq6utG/fHh8fHxwdq9ee6OfPn6dPnz5ER0cD4OjoSG5uLvv372f//v0sXbqU8PBw3Nzcytz3gQMHGDRoEMnJpnfLnZ2dycjIYMeOHezYsYNVq1bxyy+/YGdnZ84vSVRjRvJIZhPxLOcqJwqPuxCID6Nwoy8adDc9zp1+NGc20cwmj4TC47Z44c9U3OlXIfmFEKJKyU6FvZ/A3nmQk2o65tYYek6Hdo+B9ro3O/z7WCWiEEJUJykRERy4/37yr1zBKSCAzhs34lC/vrVjCQszWzHjgw8+ICcnB0VRcHV15ZNPPmHUqFHodDf/gVTVGQwGhg0bRnR0NL6+vixZsoT+/ftjNBpZtWoV48aNIzIykjFjxrC+jEOa0tLSuO+++0hOTqZly5Z8//33dOrUiby8PBYuXMjkyZPZtGkTkydP5vPPP7fQVyiqCz1JxLO2YCpJCmCaHOLJYHwYhRMBt+3DnX640Yd0ItFzGR11cCVQRmQIIcSNspJg91zY9xnkZZiOebSAXq9Dm0dMIzGEEEKYVcJPP3Fo1CiMubm49exJx19+wdbd3dqxRAUw2/+qW7ZsKbwdFhZGXyuuFmtpixcv5ujRowCsWbOG7t27A6DRaHj44YcxGo2MHj2aDRs2EB4eTr9+pX/3es6cOcTHx+Pg4MD69etp1KgRALa2tkyYMIH09HSmT5/OV199xaRJk2jevLn5v0BR5V3lJK4dwzhq807hVBJbvPBmJF4MR0fZXuAVtNSikyWiCiFE1ZcRa5pKcmAB6Au2pvdqC73egIARMnVECCEsJPqTTzg5eTIYjXjdfz8dVqxA6+Bg7Viigphta9b4+HgURaFJkybVupAB8N133wHQt2/fwkLG9UaNGlVYhFiyZEmZ+r7W/vo+rvfCCy/g7OyMwWBg6dKlZY0uqjGVfJLZwnGe4pRuLA71j6Aq+bjQgWbMogPrqMfTZS5kCCGEKMGVaFj/HHzayDQiQ58FPh3hobUw/hC0HimFDCGEsADVYODEiy9ycuJEMBqpP348gWvWSCGjhjFbMePa2hANGjQwV5eVUlZWFjt37gRgyJAhxbZRFIXBgwcDsGnTplL3ffr0aS5cuHDLvp2dnQkKCipz36L6yieDWJYQyf38zVQyiARVS3ZMO1rmL6Y1i/BgQLFrYgghhCiH5Cj45UmY3wwOfAGGPKjfEx7ZAM/sh5YPgmK2X7GEEEJcJz8zkwMPPsj5Tz8FoMWsWbResACNjUzlq2nM9i/epEkTEhISChetrK5OnjyJ0WgEoE2bNiW2u3YuPj6elJQU3Esxb+vYsWM3Pb6kvjds2MCJEydKbCOqvxxiiGMpl/kFI9kA2FAbb0Jwzx/OloP7cLq3lZVTCiFENZJwBHbMhBM/UrjDU+MBpjUxGtwNstOYEEJYVM6lSxwYNoz0yEg09va0+/57fENCrB1LWInZihkPP/wwf/31F8eOHSMhIQFvb29zdV2pxMbGFt6uV69eie2uPxcbG1uqYkZZ+05PTyczMxNnZ+di2+Xm5pKbm1t4Pz09HQC9Xm/VLYquPbdsk1Q+mcoREjRLuaJsA8X0y7S92hhvwyjc1cFosJdrXEHkOlvejdf4xte11NTUwvPyula9WfMaK7F70fz1HpozvxUeMza9D2OP11DrdjYdyM+v8FyWIN/Llieva+IaucZlk7Z3L4dDQsiLj8fWy4v2YWHU6tLlttdPrrPl3e4aW+raK6qqquboKCMjg8DAQM6dO8ejjz5auK5EdbNs2TLGjBkDmLajbdq0abHtNm/ezMCBAwH466+/il1b40YzZ87k9ddfB0z/4DYlDJVauHAh48ePB0wFEF9f32LbhYaGMmPGjGK/huq2VW71Z8TO9xSOTf/C1v1i4dHchKZk/dOdvMuNAXlHUFR/y5cvZ+XKlTcdl9e1Gkg14HH1BPb6VHJ0biQ7tQLFjOtTqCoeV4/RPHE1XpmHTYdQiK3VgyivENIdbl7XSojykNc1IW5Ps20b2vnzUfR6jA0akP/661BN3zyvjrKyshg9ejRpaWm4urqarV+zjcxwcXFh9erVDBw4kB9++AEHBwc++ugjHGQRFqt57bXXeOmllwrvp6enU79+fQYOHGjWb6Ky0uv1bN68mQEDBlTLrXtVDGQqh9CThA5PnNUO5d7G1EA2yZp1JGqWk6uYihiKqsNdHYy3YTQO7k0obj3P6n6NKwu5zpZ34zXu168f8+fPLzwfGxtLu3bt5HWtBrj+GtueXYd2y0soGZcKz6su9TD0n4vaYvidPZGqopz9Hc1fH6C5tMt0SGOD2no0hm5T8fJogdedPUOlJt/Llieva+Iauca3pxoMnHnjDc5//DEAdYYNo/Xixdi4uJS6D7nOlne7a3xthoC5ma2YsX37dgDmzp3LpEmTWLhwIWFhYYwaNYpu3brh5eWFra1tqfu7++67zRXNrFyu+8HJysoqsd3151xK+cN2Y98l/QdW2r7t7Oyws7O76bhOp6sUP8iVJYc5pRBONLPJI6HwmC3e+DMVd0q/Ra+eVOJZQQIryScNAC2u+DASb+VhbBXPUi3fWx2vcWUk19nyrl1jnU5XZGpddnZ2kfPWVllyVGe2Z9dhs3YUhWtWFFAyYk3HQ1ZDQHDZO1aNcGqtaU2M+IOmY1o7CHwapfs0lNoNzbdqehUg38uWJ69r4hq5xsXTp6VxZMwYLv9mmuLXZPp0mv3vfyia8r0ay3W2vJKusaWuu9mKGX369EG5buErVVVJSkpi/vz5RarNpaEoCvmVdO5p3bp1C29funSJdu3aFdvu0qV/3y26/jFl6bukYsa1vl1dXUtcL0NUvBTCiWIqN/6CnUciUUylObNvW9DIJZY4vieRnzCSA4Ad9fFlDHW4Hy0y0kkIUYOpBrRbXuLG19mCk4ACmyZBiwdKvyWqMR+OrYCd70FSwcLaOifo9H/Q9SVwKX4qpxBCCMvJOHGCgw8+SNbff6Oxt6ftt99S95FH7rhf1WAgJSKC3Lg47Hx9cQ8KQtHKFtpVldn3r1FVFUVRCgsbZlqSo9IICAhAo9FgNBo5duxYiVuoXtuZxMfHp1SLf0LRHUyOHTtGQEDALftu1Up2qqgsVAxEM5tb/YIdzWzc6FPslJMszhDLYpL4HTAA4EQAdXkSd+4p9zQVIYSoTjyunigyteRmKqTHwIUI8O9z687yc+HIEvjrfUg9azpmVwu6vGj6cPQ0V2whhBBlEB8WxpGxYzFkZmLfoAEdw8Koddddd9xv4tq1RE2ZQs7Ff9efs/fzI2DePHyCyzGiT1id2YoZDRo0KDIyo7pydHSkZ8+eRERE8PvvvzN16tSb2qiqysaNGwEKFwEtjRYtWtCgQQMuXLjA77//zkMPPXRTm6tXrxIREVHmvoVlpRNZZGrJzVTySCCdSGrRqfBoBoe4xCKusL3wWC26UpcncaULiizqKYQQhez1qaVrmBlX8jl9FkR+DX/NgmuFEUdP0yiMTs+Bfa07DyqEEKLMVIOBv996i39mzgTAvW9fOqxciV2dOnfct7JrF0dmzYIb3mjPuXSJyJAQAlevloJGFWS2YkZ0dLS5uqr0xo4dS0REBFu3bmXPnj107dq1yPlVq1Zx9qzpXZ7HH3+8TH0//vjjvPPOO6xYsYI333wTf3//Iufnz59PZmYmWq22cFcVYX16Lpe6nYpKOnu4yEIyKJiXjYI7/anLEzgjI26EEKI4OTq30jV0LmZqSG4G7P8cdn8IWQWv2S51oftUCBwHtk7mCyqEEKJM8pKSOPzooyQVvCHsP3kyLWbNQlPC7o5loRoM2Hz99U2FDNNJFRSFk5Mm4f3AAzLlpIqpSWtZmc3YsWNp27YtqqoyYsQIwsPDATAajaxatYpx48YBMGTIEPr1K7pGQmhoaOE0nOIKQC+//DI+Pj5kZWUxdOhQDhw4AEBeXh5ffPEFb775JgDjx4+nefPmFvwqRVnoKF3FOJc4jjOWk/wfGRxEQYcXwbRnLc2ZJYUMIYS4hWSnVqgu9Sh5K2oFXOtDg6B/D2Wnwp8z4JOG8MerpkJGbX+4dwE8fxa6TpJChhBCWNGVvXvZ2bEjSRs3onFwoN0PPxAwd65ZChkAqTt2oCQnl9xAVcmJiSGlYPS7qDrMvpsJQPv27alVq/oO07SxseGXX36hb9++REdH079/fxwdHTEajeTkmBZtDAwMZOnSpWXuu1atWqxbt45BgwZx4sQJOnXqhIuLCzk5Oej1esA0veSjjz4y69ck7owrgdjiTR6JFL9uBijYEMOnBbft8GYEvjyOHbJHthBClIqixdB/bsFuJgpFX28LChwDPzYt/nk1EXZ/BPvnQ16G6ZxHC+g5Hdo8AlpZ0V4IIaxJVVUufPEFJydNQtXrcWzalI5hYbi0bWvW58mLu8XUw+vklrKdqDzMvpuJvb09sbGx5uq20vL39+fIkSPMmTOHsLAwzp07h06no3Xr1jzyyCO88MILZdqK9np33XUXx48f54MPPmDdunXExMTg5OREmzZtGDt2LE899RSacm5JJCxDQYs/Uwt2M7nxF2wTlXw0OOLNSHx5FFs8KjynEEJUdWqL4abtVzdOhIx/F3HD1c9UyKjXFTZNhgNfQr5pi0u82kGv1yFgROl3ORFCCGEx+VevcvzZZ4ktePPXe/hw2i5ahM4Cb4jb+pZuVyq7UrYTlYfZihk6nQ69Xk/Lli2r9aiM67m4uDBjxgxmzJhR6seEhoYSGhp623be3t7MnTuXuXPn3kFCUZHc6UdzZhPNrIIRGv/SYI8vj+HDaHTUtk5AIYSoLgKCTduvXogwLfbp7AuuDWD3HFj7CBjyTO3qdoGgN6DZfVADFikXQoiqIOP4cSIfeoirJ0+iaLU0f/99Gk2ZYrHNJNx69UL18EBJSSl+3QxFwd7PD/egoJvPiUrNbMUMHx8fLl68SO3atc3VpRBViooRFRUNLlBQzNDgiC+P48tobHCxbkAhhKhONFrT9qspZ2Dn+3DkOzDmm841CIKgN6FRfyliCCFEJXJx8WKOP/ccxuxs7Hx9ab98OR69e1v0ORWtlvxnnkE3a5bp/4TrCxoF/0cEfPyxLP5ZBZmtmNG0aVNiYmK4eN2+vULUBCoqqWzjIgvIIgoALc4FIzEekSKGEEJYQtIp2PEuHFsGqtF0rFE/UxGjoWV/MRZCCFE2hqwsjk+YwKXFiwHwGDCA9j/8gJ2XV4U8v9q9O+1WrCBqyhRyrvt71d7Pj4CPP5ZtWasosxUzQkJC2Lp1K2fOnOHvv/+mWbNm5upaiEpJRSWNXcTwGVc5CYAWJ3wYgy+PShFDCCEs4fIx2PUBnPiRwvWJmg4xFTH8uls1mhBCiJtlnDjBoZEjyTx+HDQams2YQZPXXqvwkRBew4dTd8QIUiIiyI2Lw87XF/egIBmRUYWZrZjx6KOP8sEHHxATE8PEiRP57bffLDbvSQhry+AIMXxKOvsB0OCAD6Opy2PYUDPWjBFCiAqVeITO5z9Ad2TXv8eaP2BaE6NuJ+vlEkIIUSxVVbn47beceOEF07QSHx/TtJI+fayWSdFqrfr8wrzMVsxwcXFhxYoVDB48mI0bN/Lggw/y1Vdf4e0t206K6iOLf4hhPqlsBUDBFh8epi5PoMPdyumEEKIaiouEiP+hO72WuteOBYRArzfAp701kwkhhCiBPj2d488+S9yKFQB4DhxIuyVLsJO/DYUZma2YsX37dgA+/PBDXnrpJdatW0ejRo0YOnQovXr1onHjxri4uJR6S9G7777bXNGEuGO5xHKRL7nMOsAIaKjD/fjxLHb4WDueEEJUP3EHYPt/IeoXAFQULtXqiXfIJ+jqBlo5nBBCiJKk7d9P5MMPk332LIpWS7N336Xx1Kkopfw7UIjSMlsxo0+fPkWmlaiqSk5ODmFhYYSFhZWpL0VRyM/PN1c0Icotnwwu8TXxLEdFD4A791CfCTjQ2MrphBCiGoo7AH/OgL9/Nd1XNNB6FPndpnFgbzT31mlj3XxCCCGKpRqNnJs7l6jp01H1ehwaNqT98uW4dZf1jIRlmK2YcY2qqiiKclNhQ4iqxIieRNZwkS/J5woArnSmAS/ijPwiLYSoAYwGuPD/7d13fFRV+sfxz2TSG0noEJrSQhERsBKKKIqC7AI/pSm6iq6iC66iq6CAuroiKroqa0U6uxTbrgiIgEGKopEaQZAQCKEGUkmbub8/howJaZNkSib5vl8vXs6999wzz1wvz4Qn554TB5kpENrUttypjwsnSUv5CTZOL17E6DLa9jhJgw6Qnw8kuu79RUSkynJSUtg5bhxn1q4FoPHw4XT94AP8IiI8G5jUak4rZrRs2VITforXsy2zupEk3iDnwg/NQbShJY8SQW9M6B4XkTogYSWsnggZRZZbD4uGm96AGCcvX5cSD99Otz9OYitijLFN7Fm/vXPfS0REnO7k//7HrnvuIe/UKXyCguj0xhtE33ef/m0oLue0YkZiYqKzuhLxiCx+4TCv2lco8SWSFjxII/6IyfmDmEREaqaElbB8BPZlTwtlJNv2j1junILG8Z9tIzH2f2bbvngkhoiI1GiWnBz2Pfkkh998E4Cwbt24fMkSQmNiPByZ1BX6F5rUefmc5Qhvc5KV2KaY86cpY2nGPfgS6unwRETcx2qxjci4uJABF/aZYM0k6DC06o+cnNwDG6fBLysu7DDZihixU6FBx6r1KSIibpWxezc7Ro8mY9cuAFr95S90ePllzIGBHo5M6hIVM6TOMijgBCs4wjtYSAegPjfTkkcI+H0BQBGRuiMprvijJSUYkH7E1q51v8r1fXoffDsD9izFXhjpPBL6PKsihoiIlzAMg8NvvcW+yZOx5ubi37AhXefOpdGtt3o6NKmDVMyQOimdn0jkZbLZD0Aw7WnNk4RzhYcjExHxoMwU57YDSD0Icc/BroVgWG37Og6HvtOhkSZUFhHxFrknTrDrnns4tWoVAA0HDaLr3LkENG7s4cikrlIxQ+qUPE5xmNc5gy0JmwmnBRNozDDNiyEiEtrUee3SjkDc87BjLlgvLLfebgj0nQFNu1c9RhERcbtik3wGBNBx1ixaTpigST7Fo9zyr7esrCwOHTrE2bNnyc3NJSIigoYNG9KqVSt3vL0IBlZOsoIk3sRCJmCiEcNowQT8iPR0eCIiNUPLWNuqJRnJlD5vhgnCo23typJ1Er57Cba/A5Y8275Lb4K+z0HzK10RtYiIuIglO5tfHn+cpDlzAAjr2pVuixcT1kUj68TzXFbMOHr0KO+++y6fffYZCQkJWK3WEm0iIyPp3bs39913H7feeqsqe1KMgYV04snnFH40JJzumKj8hHPZ/MpvPE8mtgmKQuhEG6YQSidnhywi4t18zLblV5ePAEwUL2hc+I4eOLv0yT9z0mDrq7DtdcjLtO1r2Qf6/x1a9nZt3CIiUiHDYiE1Lo7clBQCmjYlKjYWk7nsn63TfvyRHWPGkLVvHwCtJ02i/UsvaZJPqTGcXsywWq288MIL/P3vf6egwDas1DB+/2HIZDLZt1NTU/niiy/44osvuPzyy5k/fz6dO3d2dkjihVJZRyKvkMcJ+z5/GtOayUQxwKE+LJwnmfdIYSEGBZgJufBIye1VKoqIiNQJMcNsy6+unlh8MtDwaFsh4+JlWfOz4Ye34Lt/QM5Z276mPaD/i3DJjaBfVIiIeNzxlStJmDiRnKO/5/XA6Ghi3niDJsOK53XDYuG3mTP59dlnMQoKCGjWjMs+/pgGN97o7rBFyuXUYobFYmH48OF88cUXGIZRrHBRqKzt+Ph4rrzySr766itiY8sZviq1Xirr2M9kLh7inMdJ9jOZ9rxSYUEjje/5jefIJRmAKK6nFU8QgCYoEhGpUMww2/KrSXG2yT5Dm9oeLSk6IsOSDz9/ZFuhpHBC0AYx0O8F6PhHFTFERGqI4ytXEj9iBFz077Cc5GTiR4yg+/Ll9oJGdmIiO++6i7NxcQA0Hj6cLu++i3/9+m6PW6QiTi1mTJ48mc8//9z+uEhoaCijRo1i8ODBXHbZZTRo0ICAgADS09M5ePAgW7duZdGiRWzbtg2TycT58+cZMmQIu3fvJjo62pmhiZcwsJDIK5T+rLZtKb9EXiGSfqWOrrCQxWFmc5LlAPjThDb8jUj6ujRuEZFax8dc+vKrhgG/rIRvnoZU24pQRLSGPjOg65jSH0ERERGPMCwWEiZOLFHIsB00wGQiYdIkGt12G8cWLmTvX/6CJSMDc2gonf75T5qPG6epAKTGclox45dffuGtt96y3+y33XYb7733Ho0aNSrRNjIykp49e9KzZ08efvhhVqxYwb333ktGRgYZGRk89dRTLFiwwFmhiRdJJ77YoyUlGeRxgnTiqUfPYkfS2MZBZpCH7TeEjbmdlvwFMyEujFhEpA5J3ADrnoRj39u2gxtA7LPQ4wEw+3s0NBERKSk1Lq7YoyUlGAY5R47w/fXX20djRF53HZfNn0/wJZe4KUqRqnFaMWP+/PkUFBRgMpkYPHgwn3zyicNVvOHDh9O8eXP69OlDQUEBy5YtY86cOYSGhjorPPES+ZyqdDvbaIzXOckKAAJoxiVMpx69XBKjiEidc2InfPM3OGBb1hq/ELj6MbjmMQgI92xsIiJSptyUFIfanY2Lw+TnR7vnnuOSyZPLnRhUpKbwcVZHa9asAWwTfBYdoeGoq6++mnHjxgGQn5/Phg0bnBWaeBE/GlaqXQY/s5M77IWMxtzBZSxTIUNExBnSk+HzP8F7l9sKGT6+0PMhePgA9JuhQoaISA0X0LSpQ+0CW7Ximm3buPRvf1MhQ7yG00ZmHDlyBJPJROfOnWnRokWV+rjlllv48MMPAUhKSnJWaOJFwumOP43J4ySlz5thwp9GhNGVI8whmQ8A64XRGDNKPHoiIiJVkJsBW16BLbOg4LxtX6fbbcusRrX1bGwiIuKwqNhYAqOjyUlOLn3eDMAcGkrs7t34alS8eBmnFTPS0tIAaNCgQZX7KHpuenp6tWMS72PCTGsmX1jNxETxgoZttE8z7mEv48lkFwANGExrnsQXJWARqUWslvJXE3HJexbYVijZ8CxkXZi/qMV1cOOr0Pwq1763iIg4nclsJuaNN2yrmZhMpRY0Lps3T4UM8UpOK2ZERUVx/PhxjpY3wUwFkpOTi/UndVMUA2jPKyTySrHJQP1pRCT9SeJNrGRjJpQ2TKEBN3swWhERF0hYCasnQkaR79SwaLjpDduyqa5wYBWsfRxO77VtR7WF61/WMqsiIl6uybBhxLzxBr889hhGfr59f0Dz5nR68037sqwi3sZpxYxLLrmE48ePc+DAAXbv3k2XLl0q3ceyZcuK9Sd1VxQDiKQf6cSTzynMhHOG1ZxgKQBhXEFbXiAAx54DFBHxGgkrYfkISjxql5Fs2z9iuXMLGqd/gbV//X1yz6Ao2wolPR/UCiUiIl7OsFo5/Pbb7HviCYz8fHxCQoi+5x6aDB9OVGys5scQr+a0YsagQYPYvHkzAOPHj+ebb74hKCjI4fM/+eQTPvnkEwBCQkLo06ePs0ITL2XCTD16cp5EfuUJsvkV8KEFD9KMezCh5CsitYzVYhuRUeqcQQZggjWToMPQ6j9ycv4sfDsDtr9te7zExxeu/Av0ngpBkdXrW0REPC4nOZmd99zDmbVrAah/ww10nTuXoOhoD0cm4hxOW83knnvuITg4GIDvv/+evn37smvXrgrPKygoYNasWYwcORKwrYZy77334u+v3wYJnGY1uxhDNr/iR31i+BfNuU+FDBGpnZLiij9aUoIB6Uds7arKWgDb58Db7eD7N2zb7YbAn/fY5sZQIUNExOsdW7KEuC5dOLN2LT6BgcS8+Sa9Vq9WIUNqFaeNzGjWrBnTpk3jySefxGQysX37drp3706fPn0YNGgQXbt2pUGDBvj7+5ORkcGhQ4fYtm0bK1as4MSJExgXJqOJjo5m2rRpzgpLvJSVfJJ4neMsASCMHrTjJfwdXLpVRMQrZaY4t93FDn8LXz0MJy/8sqFBJxj4Olw6sGr9iYhIjZKXmsreCRNIWWp7NLtez55ctmABoR07ejgyEedzWjEDYPLkySQnJ/Pmm29iMpmwWq1s3LiRjRs3lnmOYRiYLkws1rhxY9auXUtERIQzwxIvk885fuVJ0vkegGb8iRY8iMm5t6uISM0T6uA8QI62K5RxDL6eDLsX27YDI6Hfc9Djz7bHS0RExOudWr2aXX/6E7nHjmEym7l06lQunTIFHz8/T4cm4hJOe8yk0OzZs1m8eDENG9p+g24Yhn3UReHrotuF/x0xYgQ7d+6kffv2zg5JvEg2B9nNXaTzPT4E0Z7XaMkjKmSISN3QMta2agllrR5igvAWtnaOsOTDllfhnQ4XChkmWwFjwq/Q62EVMkREagFLdjZ7Hn6Y7TffTO6xY4S0b8/VmzfTbvp0FTKkVnPJTzEjR45k2LBhLF++nM8++4xt27aRlJRUrE1gYCDdu3cnNjaWe+65R0UM4SwbOcAULGQRQDM6MJtg2nk6LBGR6rNabPNcZKbYRlW0jC19Ak8fs2351eUjsBU0ik4EeqHAMXC2Y5N/Jm6AVRN+X2q1+VVw81vQrGe1PoqIiNQc5374gZ1jx5K1fz8ArR5+mA4vv4z5wlyGIrWZy34l4+/vz+jRoxk9ejQAFouFc+fOkZubS7169QgJCXHVW4sHGVjsy6n60ZBwujs0WWcKizjMq4BBGD1ozyv4oUnoRKQWSFhpW6Gk6MSeYdG2okVpS6zGDLMtv3rxOeHRtkJGRcuyZp2EtY/BroW27eAGcP0/4PJ7wOT0AZkiIuIB1vx8Dv797xx84QUMi4WA5s25bO5cGtx4o6dDE3Ebt40vNZvN1K9f311vJx6QyjoSeYU8Ttj3+dOY1kwmigGlnmNgJYnZpLAAgEaMoDVP4IOGxIlILZCw8sIoi4uWWs1Itu0fsbzsgkaHoY6N5ihkGLBjrm1ujPOp2B8p6f8CBEU581OJiIgHZe7bx8477yTthx8AaDpqFJ3ffhu/SP0iUOoWPSwrTpHKOvYzmYt/YM/jJPuZTHteKVHQsJLPAaZxhlUAtOAvNONuTGU+Ky4i4kWsFtvoiosLGXBhnwnWTLIVLcp65KR1P8fe6/Qv8L8HIOlb23bjy+HWd6H5lVWJXEREaiDDMEh6+21+eeIJrOfP4xsRQec5c2g2cqSnQxPxCBUzpNoMLCTyCuX9wJ7IK0TSz/7Iick3hwPmSWTwAyZ8uYRpNGSwO8MWEXGtpLjij4mUYED6EVs7R4sWFyvIhU0vwncvgTUf/IKh73Nw1URN7ikiUovkJCez609/4vSaNQDUv/FGLps7l8DmzT0cmYjnVPonneeee84VcZTw7LPPuuV9pPrSiS/2aElJBnmcIJ146tGTAtKJvHYBGT7J+BBMe2YRwTVui1dExC0yU5zb7mLJ2+DzP/0+wWe7W+HmtyGiVdX6ExGRGinlP/9hz5//TP7Zs/gEBtLxlVdo+dBDmHw0D5LUbZUuZkyfPh2TyfWPAaiY4T3yOeVwu3zOsd93An6RyZiNesSY3iGUTi6OUETEA0KbOrddofzzsPFZ2PoaGFYIaQw3/xNiRoAbvp9FRMQ98s+dY+/DD3Ns0SIAwnv0oNvChYR27OjhyERqhiqPQTWM0h4pcA53FEvEefxo6FA7HwJI4H7Om37FmhtMJ585hPrFuDg6EREPaRlrW7UkI5nSH8Mz2VYoaRnreJ9Jm+CLP0Hqr7btrmNtK5wEa4JtEZHa5Mw337Bz3Dhyjh4FHx8unTKFts88g4+fJskXKVTpYsaVV17p9GJDSkoKSUlJmEwmlxZJxDXC6Y4/jcnjJGX9wO5HA5J4ixwO4WvU5/h3dxAU29bdoYqIuI+P2bb86vIRgIni+fHC9+jA2eWvUFIo/zx88xR8/6atn7BmcMu70F5zDYmI1CaWnBz2P/00ia+/DkBw27ZctmABkVdf7eHIRGqeShcztm7d6rQ3P3nyJC+++CLvvvuuRmN4MRNmWjP5wmompf3AbmDCnxwO4U8j2hW8TXLGHs8EKyLiTjHDbMuvrp5YfDLQ8GhbIaO0ZVkvlvITfDoWTifYtrvdAwNfg8AIV0QsIiIekr5jBzvGjiVz924AWtx/Px1ffRXf0FAPRyZSM3lkqvNz584xc+ZM/vnPf5KdnW3fbxgGHTt2ZMaMGZ4IS6ohigG05xUSeaXYZKD+NMSHENuIDCKJ4T18aQaomCEidUTMMNvyq0lxtsk+Q5vaHi2paESG1QKbZ9rmx7AWQGgTGPIRtB3knrhFRKRUhsVCalwcuSkpBDRtSlRsLCazA6Psyunvt9mz2T91KkZeHv6NGtH1ww9pNFij70TK49ZiRmZmJq+//jqvvfYa6enpxR4padOmDdOmTWPs2LH4eMHMvBkZGbz66qusWLGCQ4cOYTabad++PSNHjuSRRx7B39+/Sv1Onz7doWLOr7/+Stu2nn9Mw8BCOvHkcwo/GnI5n5PBTvI5hS+RHGcx54jDTCgxvEMQrcgn39Nhi4i4l4+5csuvnj0En90JR76zbXccBre+C8ENXBKeiIg45vjKlSRMnGiby+KCwOhoYt54gybDHBhtd7GTJ/nxpps49+23ADS67Ta6vP8+AY0aOStkkVrLLcWMnJwc3nrrLWbOnMmZM2eKFTGaN2/O1KlTuffee/H19chAkUo7fPgw/fr1IzExEYDg4GByc3PZvn0727dvZ9GiRaxbt47IyMgqv4efnx9RUVFlHq8J1yqVdaWMxGhMayZTn5v5jRmcIw4TAXRgNiFo5mURkQrtWgxfPgB5meAfZlup5LK7tFKJiIiHHV+5kvgRI+CiOf5ykpOJHzGC7suXV6qgkbJ4MX6TJnEuOxtzSAgxs2cTfe+9evxexEEuHQJRUFDA22+/zaWXXsqTTz7J6dOn7YWMRo0a8dprr3HgwAEeeOCBGvGPc0dYLBaGDBlCYmIiTZs2Ze3atWRlZZGdnc3SpUsJCwsjPj6eMWPGVOt9rr32Wo4fP17mn9atWzvnA1VRKuvYz+RihQyAPE6yn8kc5FlO8RngQ3teJpwenglURMRb5GfDf8fDp2NshYyWsfDATug2ToUMEREPMywWEiZOLFHIsB207UuYNAnDYqmwr/yzZ/l59Gj23H03puxswq+8kut+/pkW992nQoZIJbikgmC1Wpk3bx7PPfccSUlJGIZh/4sZGRnJ448/zsSJEwkODnbF27vUxx9/zK5duwBYsWIF11xzDQA+Pj7ccccdWK1WRo8ezapVq1i3bh0DBgzwZLguYWAhkVcofeUS277T/BeAVjxGJH3dF5yIiDc6lQArbodTuwETxD4DfZ51bKUTERFxudS4uGKPlpRgGOQcOUJqXBz1+/Urs9mZ9ettS64eOYLJbCb/9tvp+eGHBAQFOT9okVrO6SMzli5dSkxMDPfddx9JSUn2/aGhoUydOpVDhw7x1FNPeWUhA2DevHkA9O/f317IKGrkyJG0adMGgPnz57s1NndJJ77EiIzSRNCbJoxyQ0QiIl5sxzz4sKetkBHSGMauhX4zVMgQEalBclNSqtXOkpvLL088wfcDBpBz5AjBbdvSc+NGrHfcgY+XjFAXqWmcVsz47LPP6NatG2PGjOHAgQOAbXWSwMBAHn/8cX777Teee+45wsPDnfWWbpednc1339kmYxs0qPTZ5E0mEzfffDMAa9ascVts7pTPKYfa1ecmTGionIhIqSx58OWD8PndtkdM2gyA+3+2/VdERGqUgKZNq9wuMyGBLVdfzaFXXgHDoMX48VwXH0+9K690dpgidUq1ixlr1qzhqquuYtiwYey+sCayYRj4+fkxYcIEDh48yMyZM6lfv361g/W0hIQErFYrAF26dCmzXeGx48ePk5qaWqX32rNnD126dCEoKIjQ0FA6dOjA+PHjiY+Pr1J/zuRHQ4fa+dPExZGIiHipzOOw4Hr48V+ACfrOgNGrbcuviohIjRMVG0tgdHTZcxiZTAS2aEFUbKx9l2EYHH7nHb674goyfv4ZvwYNuOLTT+ny3nv4hoa6KXKR2qvKY5o2bdrElClT2LRpE4B9Yk+z2cy4ceN49tlnadmypXOirCGOHTtmf928efMy2xU9duzYsXJXJSnL6dOnSU1NJSIigvT0dPbv38/+/fv58MMPefrpp3nhhRcq7CM3N5fc3Fz7dnp6OgD5+fnk51d9edQguuDn24h8TlLqwAsD/GhMUEGXUpdhLXzv6sQg5dM1dg9dZ9e7+BpfnNfOnj1rP+7J/w+VuRdMx37A/MntmDKSMQLqYRkyD6PtLWCx2v5IqfT3zT10nV2vNua1uqL9q6+yc+RIW0Gj6ESgFwoc7WfNosBqBauV3BMnSHjgAU5/+SUA9QcOpNP77xPQtGmJa6tr7Fq6zq5X0TV21bU3GUZpU/KWbfv27UydOpW1a9cCvxcxCifAnDFjBm3btnV+pDXA4sWL7auU/Prrr2V+zrVr1zJw4EAANm/eXOrcGmVZtGgRx44dY+jQobRp0wY/Pz/y8vLYsGEDTz/9ND/++CMAs2bN4rHHHiu3r+nTpzNjxoxSP0d15ywJaLqXer3+AxQvUBfeTWk/3E5uSqdqvYeIyMWWLFnCv//97xL7nZHX3KHF2fV0O/oOZiOfjIBotrV+iqyAsovjIlL7eXteq2tMW7bg+8EHmM6cse8zGjSg4N57MS78zG/avh3ff/4TU1oahp8flnHjsN5yC/i4dCFJkRorOzub0aNHk5aW5tRpJypdzPDx8cFkMtmLGCaTiT/84Q88//zzdOpU8/7x+vHHH3PPPfdU+fxVq1bZ58BwRzGjPDk5OfTp04cffviB0NBQjh49Sr169cpsX9rIjBYtWnD69Gmn3ERnTes5Yn6VfNNJ+z4/oxEtLI8RafQv87z8/HzWrl3LjTfeiJ+fX7XjkJJ0jd1D19n1Lr7GF+e1Y8eOcdlllzktrzkrzhIMA59Nz2H+7u8AWNsNwTJ4LgR47zxS7qa/b+6h6+x6tSav1WGGxcLZTZvIS0nBv2lTInv3xmQ2Yzl/nl+feoqj77wDQGiXLnSZN4/Qrl1L7UfX2D10nV2vomucnp5OgwYNnF7MqPJjJoVLrbZt2xaz2cz06dOdFRMmk6nUCrWnhYWF2V9nZ2eX2a7osaLnVFdgYCAvvvgiN954I5mZmaxbt45hw4aV2T4gIICAgIAS+/38/JzyF7kRAzGRz0GmAmYuZQYNTDdj8nVsBn5nxSFl0zV2D11n1yu8xn5+foQWec74/PnzxY57WqlxWPLgv+Nh54UVrq57Gp/+z+Nj0m/oqqKm/L+u7XSdXc+r81pd5+dH4xtuKLYrY9cufh49mswLcwi2mjiRDv/4B+bAQAe60zV2B11n1yvrGrvquld7HaADBw7YVy9xBsMw7IUSZxg1ahSDBw+u8vlFRz40a9bM/jo5OZnLLrus1HOSk5NLPccZio7y+O2335zad2UVkE4SrwHQgj/TkFs9Go+ISI2TkwbLhkHiN2Aywy1z4Irxno5KREScxDAMDv/zn+x74gmsubn4N27MZR9/TMMLI7tFxHWqVMyo5JMpHlXW6ISqiImJwcfHB6vVyu7du8tcnrVwVZcmTZpUafJPb5HEP8knlSDa0JRxng5HRKRmyUiBRQPh1G7wD4Xh/4G2pX9viIiI98k9eZJdd9/NqVWrAGh46610/egjAho18nBkInVDpYsZ48bV3X+0BgcHc9111xEXF8dXX33F5MmTS7QxDIPVq1cD2OfNcKatW7faX7dp08bp/TvqPImc5BNbHEzBBw3ZEhGxSzsCCwdA6q8Q2hRG/g+advd0VCIi4iSnVq9m57hx5J04gU9gIB1nzaLlQw85dYS5iJSv0sWMuXPnuiIOrzFu3Dji4uJYv34927Zt46qrrip2fNmyZfbHP+66665K9V3RIza5ublMmTIFgJCQEAYMGFDJ6J3nKHMAC5H0IZweHotDRKTGOXsIFl4P5xKhXiu48xuIvMTTUYmIiBNYcnPZ//TTJL5me9Q6tEsXLl+yhLAuXTwcmUjdo9nHKmncuHF07doVwzAYPnw469atA8BqtbJs2TLGj7c9Cz1o0KBSiw3Tp0/HZDJhMplITEwsduzbb7/lhhtuYOHChRw9etS+Pz8/n3Xr1hEbG8u2bdsAePbZZ4mIiHDNh6xAFvs4wxoAonnIIzGIiDid1QKJG2D3Ett/rZbK95G6H+b3sRUyotrCuG9VyBARqSUy9+1j6zXX2AsZLSdM4Nrvv1chQ8RDqj0BaF3j6+vL559/Tv/+/UlMTOSGG24gODgYq9VKTk4OAN27d2fRokWV7tswDNatW2cvkAQFBRESEkJaWhr5+fmAbWncv/3tbzzxxBPO+1CVdJT3AKjPQELo4LE4REScJmElrJ4IGb8XkgmLhpvegJiyV40qKjjvBL6LH4TMFGgQA2PXQVhTFwUsIiLuYhgGR+fOJeGRR7BkZ+NXvz5d586l8ZAhng5NpE5TMaMKWrduzc6dO5k1axYrV67k0KFD+Pn50blzZ0aNGsUjjzyCv79/pfvt2rUrs2bNYsuWLezatYvTp09z7tw5goOD6dSpE7Gxsdx///10LWOtanfIJYWzbACgOfd7LA4REadJWAnLRwAXTW6dkWzbP2J5xQWNzONc89s0THnHoWEXuHMdhGgCOBERb5eflsaeBx4g5d//BqD+9ddz2YIFBDp5xUIRqTwVM6ooLCyMGTNmMGPGjEqdN336dKZPn17qsfr16/PYY485ITrXOcEKwEo4VxLMpZ4OR0SkeqwW24iMiwsZcGGfCdZMgg5Dwcdceh855/D9z2D88o5j1GuDacwaFTJERGqBs1u3smPUKM4nJmLy9aXdCy9wyeTJmHz0pL5ITaC/ieIwK3mcurCCSWP+z8PRiIg4QVJc8UdLSjAg/YitXWnyz8PSIZhO7iTHN4KCkV/q0RIRES9nWCwcfOkltvXuzfnERILatOHqTZu49MknVcgQqUE0MkMcdo7vyCcVPxoSSV9PhyMiUn2ZKVVvZxjwxb1wZBNGQD22tJxG70iNWBMR8WY5KSnsvPNOzlyYw67pqFF0njMHv3r1PByZiFxMxQxxWCrrAdvEnz74eTgaEZEqslpsIy0yUyDzhGPnhJYy2mLrq7BnCfj4Yhm2nPQ9Wc6NU0RE3OrUqlXsHDeOvFOnMAcH0+ntt2k+bhwmk8nToYlIKVTMEIcYFHAO2zDrSPp5NhgRkaoqbdUSkxmMspZhNUF4NLSMLb774BpY96Tt9cDZGK36wp4vXRKyiIi4ljUvj31PPWVfcjWsWzcu//e/Ce2gVftEajIVM8QhGeyggHP4EEIeJ0hjO+F0x0QZE+KJiNQ0Za1aUl4hA2Dg7OKTf549BCtHgmGFy++Fng9BQYELAhYREVfLOniQHSNHkrZ9OwCtHnmEDjNnYg4M9HBkIlIRFTPEIcexLUdlJYuDTAXAn8a0ZjJRDPBkaCIiFSt31ZILLh6hER5tK2QUXZbVaoHPx0HOWWh+FQx6GzT8WETEK6X8+9/sGj8eS0YGflFRdP3oIxoPHerpsETEQSpmSIVSWUcqa0vsz+Mk+5lMe15RQUNEarYKVy3BVsi48XUIbWybI6NlbMnlWLfNtvXlHwp/XAK+AS4LWUREXMOSnU3CpEkcef99ACJ796bb4sUEtWjh4chEpDJUzJByGVhI5JUyj4KJRF4hkn565EREai5HVy0JbQxdRpV+7OQeWD/F9nrg6xDZxjmxiYiI22Ts3cvPt99O5p49YDJx6ZQptJ02DR9f/bNIxNvob62UK5148ihvtn+DPE6QTjz16Om2uEREKqW01Ugq086wwhd/AksutB1kmytDRES8hmEYJH/8MXsmTMB6/jz+jRvTbdEiGgzQ6GIRb6VihpQrn1NObSci4hEtYyEsGjKSKX3ejDJWLSm0ewkc+x78w2DwB5onQ0TEixRkZrLnwQc5tnAhAPVvvJFuCxYQ0LixhyMTkerw8XQAUrP50dCp7UREPMLHDDe9cWHj4kJEGauWFMo/D+uftr2+7ikIa+aiIEVExNnSd+xgc48eHFu4EJPZTPuXXqLXV1+pkCFSC6iYIeUKpztmwsppYcKfxoTT3W0xiYhUScwwGLEcwpoX3x/cAIb/p/iqJUV9/yakJdlGblw1yeVhiohI9RmGQdK777LlqqvI2r+fwOhortywgUv/9jdMPvonkEhtoL/JUi4TZiK4psyjAK2ZrMk/RcQ7xAyDga9BUIPf92WfgjWPQsLKku3zMmHzP2yv+78IfkHuiVNERKosPz2dn0eOZM+f/4w1N5eGgwdz3c8/E9W7t6dDExEnUjFDKhSIbcZ+H4r/EO9PIy3LKiLeJWElrLgDzp8uvj8jGZaPKFnQ2LUIcs5BVFvoOsZtYYqISNWkxcez+YorOP6f/2Dy9aXjrFn0+Pxz/OvX93RoIuJkmgBUKuRz4TaJYiANGUw+p/CjIeF014gMEfEeVgusnkjpE4DalppmzSToMNQ2d4ZhwA9v2Q73nAAm1f9FRKrDsFhIjYsjNyWFgKZNiYqNxWR2zs+ShmGQ9M47JPz1rxh5eQS2bMnl//43kVdf7ZT+RaTmUTFDKmSy3yYWLb8qIt4rKQ4yjpbTwID0I7Z2rftB0rdwajf4BUO3u90UpIhI7XR85UoSJk4k5+jveTgwOpqYN96gybAy5ixyUH5aGrvvu4/jy5cD0Oi22+g6dy7+UVHV6ldEajb9mkkq5EMgAFayPRyJiEg1ZKZUrt0u2xJ+dBkDgREuCUlEpC44vnIl8SNGFCtkAOQkJxM/YgTHV5YyZ5GD0n76ic09enB8+XLbYyWvvcYVn36qQoZIHaBihlTInyYA5OLgPwRERGqi0KaOtzMMOLDKth0z3HUxiYjUcobFQsLEiba8WuKgbV/CpEkYFkvl+jUMDr/zDluuuYbsgwcJatWKqzdtos2jj2IyXbwEt4jURipmSIUCiQYgh2QPRyIiUg0tYyEsmsKVmEoyQXgLW7tTe2yTgvoGQss+7oxSRKRWSY2LKzEioxjDIOfIEVLj4hzuMz89nR2jRrF3wgSMvDwa3XYb1/70ExFXXeWEiEXEW6iYIRUKoDkAFtIpIN3D0YiIVJGPGW5648LGxQWNC9sDZ9vaHfzKtt26v5ZjFRGphtwUx0b2OtoufccONvfsScq//217rOTVV/VYiUgdpWKGVMhMkP1RkywSPByNiEg1xAyDEcshrHnx/eHNbftjLkxCl/Kj7b8t+7o3PhGRWiagqWOP+FXUzjAMjrz/PluuuorsX38lsEULrvr2W9r89a96rESkjlIxQxwSRncA0on3cCQiIk5w8bPb1ou2Uw/Y/lu/g3viERGppaJiYwmMjoayCg4mE4EtWhAVG1tmHwWZmey88052338/1txcGt56K9fFxxN5zTUuilpEvIGKGeKQcK4AIIOfPByJiEg1JKyE5SMg86I5gDKP2fYnrLQVOlJ/te2Pauv+GEVEvJBhsXBmwwaOLVnCmQ0b7BN6msxmYt648IjfxQWNC9sxs2djMptL7Tdjzx429+rFsUWLMJnNdHj5ZXp8/jn+9eu77LOIiHdQMUMc8nsxYycWzns4GhGRKrBaYPVEoJQZ9Qv3rZkEWacgN822HXmpm4ITEfFex1euZEPr1nzfvz87Ro/m+/792dC6tX3J1SbDhtF9+XICmxd/xC8wOpruy5fTZNiwUvs9Om8em3v1IuuXXwho1owrN2zgkieewOSjf8KICPh6OgDxDoG0IYBm5HKMs3xLA27ydEgiIpWTFAcZ5cyojwHpRyBpo23Tx0+Tf4qIVOD4ypXEjxhR4vG9nORk4keMsBcrmgwbRuOhQ0mNiyM3JYWApk2Jio0tdUSG5fx59j7yCEc//BCA+jfeSLdFiwho2NAtn0lEvIPKmuIQEybqMwiAM3zp4WhERKog07GZ8sk6ceFFaSM4RESkkGGxkDBxYsl5iMC+L2HSpGKPnNTv149mo0ZRv1+/UgsZWfv3s+Xqq22FDB8f2j33HL1WrVIhQ0RKUDFDHNbgQjHjHJvJ55xngxERqaxQx2bUJ6Sxa+MQEaklUuPiyDlazog3wyDnyBFS4+Ic6i/lP//hux49yNi5E//Gjbly7VraPvNMmfNpiEjdpmKGOCyYSwmmAwYFnOJzT4cjIlI5LWMhLBooawk/E4S3gBa9bZtWC1jy3RWdiIjXyU1xbMRbRe0subnsfeQRfr7jDiyZmUT17ct18fHUv/56Z4QpIrWUihlSKU24A4AUFmIlz8PRiIhUgo8Zbrowo36JgsaF7YGzIbQx+AUDBpxLdFt4IiLeJqCpYyPeymuXnZjItthYDr/1FgCXPPUUvb7+mkAH+xaRukvFDKmUBtyKHw3J5xSnL5o7w8BCGts5zSrS2I6BxUNRioiUIWYYjFgOYcVn1Ce4AQz/j+24yQei2tn2n9nn/hhFRLxEVGwsgdHRJZdcLWQyEdiiBVGxsaUePvHFF3zXvTtpP/yAX1QUPf73Pzq8+CI+vlqjQEQqpmKGVIoP/jRlLADHmGcvWKSyjnhuJYHxHOBpEhhPPLeSyjpPhisiUlLMMBj4GgQ1+H1f9ilY8ygk2JYRpH4H239VzBARKZPJbCbmjQsj3i4uaFzYjpk9u8ScF9b8fH558kl+uu02Cs6do95VV3FdfDyNbrnFHWGLSC2hYoZUWmOGYyacHBI5ySekso79TCaPE8Xa5XGS/UxWQUNEapaElbDiDjh/uvj+jGRYPsJ2vFFX274j37k/PhERL9Jk2DC6L19OYPPiI94Co6Pty7IWlZOczPfXX8+hmTMBaD1pEld/+y1BLVu6LWYRqR00hksqzUwILfgzicwkibfwwZ/SlzA0ABOJvEIk/TChmahFxMOsFlg9kfJyFmsmwYgVsOEZ+G0NFOSAb6B74xQR8SJNhg2j8dChpMbFkZuSQkDTpkTFxpYYkXH666/ZMXo0eadO4RseTtePPqLJ8OEeilpEvJ2KGVIljRjBCZZznt8qmBnDII8TpBNPPXq6KToRkTIkxUFGOcsIYkD6EcjLtM2rkZEMieuh7SC3hSgi4o1MZjP1+/Ur9ZhhsXDghRc4MGMGGAZh3brRfflyQtq2dW+QIlKr6DETqRIf/GjFZIfb53PKhdGIiDgo07FlBMk6Du2H2F7/stJ18YiI1HK5J0/yw6BBHJg+HQyD6Pvu45otW1TIEJFqUzFDqiyCqwmju0Nt/Wjo4mhERBwQ6uBSf6FNofNI2+tdiyD7dPntRUSkhNRNm/iue3fOrF2LT1AQl82bR9f338ccFOTp0ESkFlAxQ6qlHS8DZSzHBYAJfxoT7mDRQ0TEpVrGQlg0ZectE4RH2+bWSE+GqPZQcB5+eNudUYqIeDXDMPht1iy+79eP3GPHCOnYkWt/+IHmd93l6dBEpBZRMUOqxZ+GNGVcGUdt/1hozWRN/ikiNYOPGW66sIxgiYKGCTAg7zwsugE+HQOp+22Htr4K+dluDFRExDvlnz3LT3/8I/smT8awWGg6ahTX/vADYZ07ezo0EallVMyQamvFRMLpVWK/LxE0YRRm6mFUME2oiIjbxAyDEcttE3wWFRRl+2/OmZLn5GXAf8e7PjYRES+W9uOPfNejByc/+wyTvz+d58yh26JF+IaGejo0EamFVMwQp+jA6wTQGrDNj+FLBAWc5TiLSWA88dxKKus8G6SISKGYYfCXRLhzPfxxMYz9GswVLL+6ezGkHnRLeCIi3sQwDA6/8w5brr2W84cOEdSmDdds3kzLP/8Zk6m8x5FFRKpOxQxxCjMhdOR1fAgkn1MUcK7Y8TxOsp/JKmiISM3hY4bW/aDLKDCZITO54nM+vdPlYYmIeJOCjAx2jB7N3gkTMPLyaDR0KNf9+CP1evTwdGgiUsupmCFOE0gLfCjrN5sGAIm8okdORKTmcXTJ1uQt8Msnro1FRMRLZOzezeZevUhZuhST2UzHWbO44pNP8IuM9HRoIlIHqJhRSdnZ2axatYoXXniBYcOG0apVK0wmEyaTienTpzvtfU6cOMFjjz1Ghw4dCAoKIioqitjYWD744AMMw3Da+zhTOvElRmQUZ5DHCTJNP7spIhERBzm6ZCvAf++Dc4ddF4uIiBc4Om8em6+8kqx9+who3pyrNm6kzWOP6bESEXEbX08H4G2+//57brnlFpe+x48//shNN93EmTO2SehCQ0PJyMhg06ZNbNq0iWXLlvH5558TEBDg0jgqK59TDrY77eJIREQqqXDJ1oxkCkeSFWeyTRga2gRStsPyEXD3JvCtWXlYRMTVLOfPs/eRRzj64YcANBg4kMsWLiSgYUMPRyYidY1GZlRBZGQkAwYMYPLkySxZsoQmTZo4re+0tDQGDx7MmTNn6NixIz/88AMZGRlkZWXx1ltv4efnx5o1a3j00Ued9p7O4odjX2J+NHBxJCIilVThkq3Yjo9Yblv1JGU7rKl5eVhExJWy9u9ny9VX2woZJhPtnnuOnl9+qUKGiHiEihmVFBsbS2pqKl9//TUzZ85k5MiRTh0hMWvWLI4fP05QUBBffvklPXv2BMDf358JEyYwY8YMAN577z3279/vtPd1hnC6409jSv5D4Hf+NMbASmDzXWSYftT8GSJSc5S1ZGt4tG1/zDCIaAV/WAiY4Mc58NP7YLVgOryR5me/xXR4I1iV10TEuxkWC6kbN+Lz7bekbtyIYbGQsmwZ3/XsScbOnfg3akSvtWtp+8wzmMxmT4crInWUHjOpJLOLE/b8+fMBGDlyJG3atClx/JFHHuHFF18kMzOTRYsW2YsbNYEJM62ZzH4mYytolByqbSGLX30nUK8n7GcF/jSmNZOJYoDb4xURKSFmGHQYCklxtklBQ5vaHkHxKZL72w6CPtPg2+nwvwfgm6fwPX+GngBLXrM9rnLTG7a+RES8zPGVK0mYOJGco0fxBX567TXMoaFYMjMBiIyN5fKlSwls1syzgYpInaeRGTXIvn37SEpKAmDQoEGltgkNDSU2NhaANWvWuC02R0UxgPa8gj+NLjpiu9UsZBbbqyVbRaTGKbpka+t+xQsZhfo8C20GAAacP1P8WEaybU6NhJVuCFZExHmOr1xJ/IgR5Bw9Wmx/YSGj8R//yJXffKNChojUCCpm1CC7d++2v+7SpUuZ7QqP7d271+UxVUUUA+jO/4jhfdryIjH8C1+iymitJVtFxAsZVji9r6yDtv+smaRHTkTEaxgWCwkTJ0I5q+albd+u1UpEpMbQYyY1yLFjx+yvmzdvXma7wmPp6elkZmYSGhpaarvc3Fxyc3Pt22lpaQCkpqaSn5/vjJAr0AYTbThr+pk03xPltsziGIcLNhBmXO6GuGq//Px8srOzOXPmDH5+fp4Op9bSdXa9i69xbm4ueXl59uOFedN9ec3GlLQJ31NHy2lhQM4RCnb8F6Nlb7fFVZvp75t76Dq7Xk3Na2c3bSL1aHl5DbKPHOHgf/9LZG/lNWfQ3zf30HV2vYqucUZGBgBGOcXSqlAxowYp/J8MEBwcXGa7oscyMjLKLGa89NJLpc6pUdpcHDXDDZ4OQES8VI3Nay/+wdMRiIiXqrF57Q9/8HQEIuKlMjIyqFevntP6q/XFjI8//ph77rmnyuevWrWKm2++2YkRuc9TTz3FX//6V/u21WolNTWV+vXre3SIYHp6Oi1atODIkSOEh4d7LI7aTNfYPXSdXe/ia3zxiDOLxcKRI0fo3Lmzyydorkyc4ny6xu6h6+x6ymtSSNfYPXSdXa+ia2wYBhkZGTRz8nw7tb6Y4U3CwsLsr7Ozs8v8y5adnV3qORcLCAgosWxsRERE9YJ0ovDwcCUUF9M1dg9dZ9cr7xq3atXKzdGUTfeC6+kau4eus+spr0khXWP30HV2vfKusTNHZBSq9cWMUaNGMXjw4Cqf74qLXpailark5OQyb4Tk5GTAdrOU9YiJiIiIiIiISG1V64sZpY1OqKmKrmCye/duYmJiSm1XuOpJp06d3BKXiIiIiIiISE2ipVlrkA4dOtCyZUsAvvrqq1LbZGVlERcXB8DAgQPdFpszBQQEMG3aNK8pMnkjXWP30HV2PW+5xt4SpzfTNXYPXWfX85Zr7C1xejNdY/fQdXY9T11jk+Hs9VHqoNatW3P48GGmTZvG9OnTq9XXM888wwsvvEBwcDB79uyhdevWxY7PnDmTJ598ErPZzN69e2nfvn213k9ERERERETE22hkRhWcPXuW06dP2/9YrVbANjFn0f2ZmZklzp0+fTomkwmTyURiYmKJ448//jhNmjQhOzubW2+9lR9//BGAvLw85syZwzPPPAPA/fffr0KGiIiIiIiI1EkamVEFhSMxKjJu3Dg+/vjjYvumT5/OjBkzADh06FCJkRcAP/74IzfddBNnzpwBbCuW5OTkkJ+fD9geL/n88881VEpERERERETqJI3MqIF69OjBnj17ePTRR2nXrh35+fmEhITQu3dv3n//fVatWqVChoiIiIiIiNRZGpkhIiIiIiIiIl5FIzOkyjIyMpg+fTpdu3YlNDSUevXq0atXL1599VXy8vKq1feJEyd47LHH6NChA0FBQURFRREbG8sHH3xAXaq/ueIaF523pbw/Bw4ccPKnqVmys7NZtWoVL7zwAsOGDaNVq1b2z17diXwL6T527XV2xb2svOZ6ymuuo7zmHsprv9P9YKO85jrKa+7hbXnNzhCpgsTERKN169YGYABGcHCwERAQYN/u3r27kZqaWqW+t2/fbtSvX9/eV2hoqOHr62vfHjhwoJGTk+PkT1TzuOoaT5s2zQAMPz8/o3HjxmX+OXTokPM/VA2yfv16+7W8+M+0adOq3b/uYxtXXmdn38vKa66nvOZaymvuobxmo/vBRnnNtZTX3MOb8lpRGpkhlWaxWBgyZAiJiYk0bdqUtWvXkpWVRXZ2NkuXLiUsLIz4+HjGjBlT6b7T0tIYPHgwZ86coWPHjvzwww9kZGSQlZXFW2+9hZ+fH2vWrOHRRx91wSerOVx5jQtde+21HD9+vMw/pU1OW9tERkYyYMAAJk+ezJIlS2jSpIlT+tV9XJyrrnMhZ9zLymuup7zmHspr7qG8pvsBlNfcRXnNPbwhr5VQrTKL1EkffPCBvVK3efPmEscXL15sP/71119Xqu+pU6cagBEUFGT89ttvJY6/+OKLBmCYzWZj3759Vf4MNZ0rr3FhdbRv375OitY7FRQUlNjXqlUrp1SgdR//zpXX2Zn3svKa6ymvuZ7ymnsor+l+KKS85nrKa+7hLXntYhqZIZU2b948APr3788111xT4vjIkSNp06YNAPPnz69U34Xti/ZR1COPPEJoaCgWi4VFixZVNnSv4cprLDZms9llfes+/p0rr7MzKa+5nvKa6ymvuYfymu6HQsprrqe85h7ektcupmKGVEp2djbfffcdAIMGDSq1jclk4uabbwZgzZo1Dve9b98+kpKSyu07NDSU2NjYSvftTVx5jcX1dB97H+U111Ne8266j72P8prrKa95N93HtYOKGVIpCQkJWK1WALp06VJmu8Jjx48fJzU11aG+d+/eXeL88vreu3evQ/16G1de46L27NlDly5dCAoKIjQ0lA4dOjB+/Hji4+OrFrgAuo89obr3svKa6ymveTfdx+6nvFbzKa95N93H7ueKe1nFDKmUY8eO2V83b968zHZFjxU9x5l9p6enk5mZ6VDf3sSV17io06dPk5CQQHBwMLm5uezfv58PPviAHj16MHXq1Er3Jza6j92vuvey8prrKa95N93H7qe8VvMpr3k33cfu54p7WcUMqZSMjAz76+Dg4DLbFT1W9BxP9e1NXH0d2rVrx8yZM9m3bx85OTmcOXOGrKwsVq9eTY8ePTAMg7///e+8+uqrVfsAdZzuY/dx1r2svOZ6ymveTfex+yiveQ/lNe+m+9h9XHkvq5ghUseMGTOGyZMn0759e/z8/ADw9/dn4MCBbNq0iV69egEwffp00tLSPBmqSLl0L0sh3QtSW+helkK6F6S2cOW9rGKGVEpYWJj9dXZ2dpntih4reo6n+vYmnrwOgYGBvPjiiwBkZmaybt06p/Rbl+g+rhkqcy8rr7me8pp3031cMyiv1SzKa95N93HNUN17WcUMqZRmzZrZXycnJ5fZruixouc4s+/w8HBCQ0Md6tubuPIaO6Lo0mK//fab0/qtK3Qf1xyO3svKa66nvObddB/XHMprNYfymnfTfVxzVOdeVjFDKiUmJgYfH9ttU3QW4IsVHmvSpAlRUVEO9V10JmFH+u7UqZND/XobV15jcT3dx95Hec31lNe8m+5j76O85nrKa95N93HtoGKGVEpwcDDXXXcdAF999VWpbQzDYPXq1QAMHDjQ4b47dOhAy5Yty+07KyuLuLi4SvftTVx5jR2xdetW++s2bdo4te+6QPdxzeHovay85nrKa95N93HNobxWcyiveTfdxzVHde5lFTOk0saNGwfA+vXr2bZtW4njy5Ytsw8RuuuuuyrVd2H7pUuXkpiYWOL422+/TWZmJmazmTFjxlQycu/hqmtsGEa5x3Nzc5kyZQoAISEhDBgwwOG+5Xe6j13P2fey8prrKa95N93Hrqe85n2U17yb7mPXc/m9bIhUUn5+vtG1a1cDMJo3b258/fXXhmEYhsViMf7zn/8Y4eHhBmAMGjSoxLnTpk0zAAMwDh06VOL4uXPnjCZNmhiA0alTJ2P79u2GYRhGbm6u8c477xj+/v4GYDz44IMu/Yye5qprvGHDBmPAgAHGggULjCNHjtj35+XlGV9//bXRq1cv+7kvv/yySz9jTZCammqcOnXK/qdFixYGYEyePLnY/oyMjGLn6T6uHFdcZ2ffy8prrqe85h7Ka+6hvKb7wTCU19xFec09vCGvXUzFDKmSQ4cOGa1bt7bffMHBwUZgYKB9u3v37kZqamqJ8ypKKoZhGNu3bzfq169vbxcWFmb4+fnZtwcOHGjk5OS4+BN6niuu8fr16+3HACMoKMho0KBBsevr4+NjPP300276lJ7VqlWrYtejrD/jxo0rdp7u48pxxXV2xb2svOZ6ymuup7zmHspruh8KKa+5nvKae3hLXitKj5lIlbRu3ZqdO3fy7LPP0qVLF0wmE35+fvTo0YNZs2axdetWIiMjq9R3jx492LNnD48++ijt2rUjPz+fkJAQevfuzfvvv8+qVasICAhw8ieqeVxxjbt27cqsWbMYPnw47du3JygoiHPnzhEUFES3bt14+OGH+fnnn/n73//uok9Vd+g+di1X3MvKa66nvObddB+7lvKad1Je8266j13L1feyyTAqeJBFRERERERERKQG0cgMEREREREREfEqKmaIiIiIiIiIiFdRMUNEREREREREvIqKGSIiIiIiIiLiVVTMEBERERERERGvomKGiIiIiIiIiHgVFTNERERERERExKuomCEiIiIiIiIiXkXFDBERERERERHxKipmiIiIiIiIiIhXUTFDRERERERERLyKihkiIiIiIiIi4lVUzBDxAv369cNkMmEymfj44489HU6V1ZbPISLVV1vyQW35HCJSfbUlH9SWzyG1n4oZUic89thj9qQcFBREWlpalftavXq1vS+TycTq1audGKmIiGOU10SktlFeE5HKUDFD6oS7777b/jonJ4dly5ZVua/58+fbXzdr1owbbrihOqHJRVq3bm3/wWPDhg2eDkekxlJe8x7KayKOUV7zHsprUhOomCF1QteuXenevbt9u+gXXGVkZGTw6aef2rfHjh2L2WyubngiIpWmvCYitY3ymohUhq+nAxBxl3HjxhEfHw/Apk2bOHToEG3atKlUH8uXLyc7O9u+fddddzk1xtpOlXsR51Je8zzlNRHnUl7zPOU18RYamSF1xujRo/Hz8wPAMAwWLFhQ6T6K/oagZ8+edO7c2WnxiYhUlvKaiNQ2ymsi4igVM6TOaNiwIbfccot9u7JfjklJSWzcuNG+PW7cOKfFJiJSFcprIlLbKK+JiKNUzJA6pegX2oEDB9i8ebPD5y5YsADDMADw8/Nj1KhR5bY3DIMvvviCe++9l44dOxIZGUlgYCAtW7ZkyJAhfPDBB+Tl5VXtg1QgOTmZF154geuuu46mTZsSEBBAo0aN6NGjB0899RQJCQlV6tcwDD7//HPGjx9P586dadCgAX5+fkRGRnLFFVcwfvx4PvnkE/Lz80s9v6ylvhITE+37Dx8+bN/fv3//YjORF/7p16+fvU3fvn3t+5988kmHP8v58+eJiIiwn/vJJ59U+noU9fjjj9v7evDBBx06p3fv3vZzFi1aVK33l7pLeU15rZDymtQWymvKa4WU16RchkgdkpeXZ9SvX98ADMB44IEHHD63Q4cO9vP++Mc/ltt2x44dRq9evezty/pz6aWXGtu2bavwvfv27Ws/Z+7cueW2nTlzphEcHFzu+/r6+hqTJk0y8vPzHf78W7ZsMbp161bhZwKMbt26VepzHDp0yKF+C//07dvXfu7ChQvt+xs3buzwZ5o/f779vEaNGhl5eXkOX4vS3HDDDfb+5syZU2F7q9VqhIWF2c/ZtWtXtd5f6i7lNeW1QsprUlsorymvFVJek/KomCF1zsMPP2xPSJGRkUZOTk6F52zdurVYcv7000/LbLthwwYjPDy8WPuIiAjj6quvNvr162e0adOm2LGQkBBj06ZN5b6/o1+OEydOLPFF0rZtW6Nfv35Gly5dDJPJVOzYkCFDHPoyWbFihREYGFjsXH9/f6Nbt27G9ddfb1x55ZVGRESE/VirVq0q9TmOHz9u3HTTTcZNN91U7H169epl31/0z+TJk+3n5uTkGFFRUfZzPvnkkwo/j2EYRp8+feznFO2vqho2bGjvb8uWLRW2//XXX+3tAwICKvWDisjFlNeU1wxDeU1qF+U15TXDUF6T8qmYIXXO9u3biyX5ZcuWVXjOQw89ZG/foEGDMqvCR44cKZaoO3XqZKxatcqwWCzF2v3444/FfhPQokUL4+zZs2W+vyNfjkuWLCn2uXr16mX8/PPPxdokJiYagwcPLtZu2rRp5X72HTt2FPvCioyMNN566y0jPT29WDur1Wr89NNPxqOPPmp07ty5yp+jVatW9jbr168vN7ZCkyZNsp8zePDgCtsX/WICjH379jn0PmU5duyYvS8fHx8jMzOzwnOWLVtmP6d79+7Ven8R5TXlNeU1qW2U15TXlNekIipmSJ3UuXPnYtXu8lw81PEvf/lLmW2LfvFcddVV5SbJrKwso3v37vb206dPL7NtRV8qOTk5RqNGjextrrjiijLf22KxGLfddpu9ra+vr3H48OEy37tojI0aNTL27t1bZttCGRkZVfochlG1L8e9e/fazzGbzUZycnK57f/2t7/Z28fGxjr0HuVZtWqVvb/27ds7dM6UKVPs59x9993VjkFEeU15TXlNahvlNeU15TUpjyYAlTqp6MRSX331FadOnSqz7X//+1/OnDlT6rlF7d27l//9738A+Pv7s3jxYkJCQsrsNzg4mH/961/27X/961/2Casqa/ny5Zw8eRIAk8nEhx9+WOZ7+/j48N577xEWFgZAQUEB7777bqlt165da1/rHeC9994jJiamwnhCQ0Mr+xGqJSYmht69ewNgsViKTVZ1sYKCAubNm2ffvu+++6r9/jt27LC/vvzyyx065+eff670OSLlUV5TXiukvCa1hfKa8loh5TUpjYoZUieNHTsWs9kMQH5+PkuXLi2zbdElwbp06cIVV1xRartFixbZv9yGDBnCJZdcUmEcV155JW3btgXg+PHj/PLLLw5/hqI+++wz++s+ffpUmGwbN25cbHbvoucXVfS6dO3alaFDh1YpPne4//777a8/+uijMn/Q+PLLL0lJSQGgXr16/N///V+137u6X47dunWrdgwiymvKa6C8JrWL8pryGiivSdlUzJA6qWnTptx444327fnz55faLjU11V69B7j77rvL7DMuLs7+un///g7H0qVLF/vrn376yeHzitq2bZv99aBBgxw6Z/DgwfbXCQkJZGRklGhT9DMNHz68SrG5y//93/8RGRkJwMGDB4utMV/Uhx9+aH89evRogoKCqv3elf1yPHPmDMnJyfbtyy67rNoxiCivKa+B8prULsprymugvCZl8/V0ACKecvfdd/PVV18BsH37dhISEkoMyVu6dKl9bXGz2cyYMWPK7G/Pnj321x9++CFffPGFQ3Hs2rXL/vr06dMOx1+ooKCApKQk+3bXrl0dOq9oQrZarRw6dKjEvgMHDti3e/ToUenY3CkwMJA777yTN998E4APPvig2PrmACkpKXz55Zf2bWcMWczJyWHfvn32bUeq9kWr/C1atCAqKqracYiA8prymvKa1D7Ka8prymtSFhUzpM4aOnQoERERnDt3DrBV+1966aVibYr+BuCmm26iSZMmpfZltVrt/QDFnlusjLS0tEqfU/R9ARo0aODQeRe3O3v2bIntokP/GjZsWOnY3O3++++3fzmuWLGCt956i4iICPvxefPmUVBQAED37t3LHIJaGXv27MFisQC2a9SsWbMKz9GQRXEV5TXlNeU1qW2U15TXlNekLHrMROqswMBAbr/9dvv2woULsVqt9u39+/cXGw5Y1kRSAOfPny92blVVpY/c3Nxi2/7+/g6dFxAQUG4/F29f3L4m6ty5M9deey1gq8AvWrSo2PGPPvrI/toZVX7QZFJSsyivKa85g/Ka1CTKa8przqC8VjupmCF1WtEvvKNHj7J+/Xr7dtEqf0REBLfddluZ/YSEhODn52ff3rBhA4Zt6eNK/Zk+fXqlP0O9evWKbZf2LGVp0tPTi20XrYiXtl2V30J4QtGJpYo+b7lx40Z+/fVXAIKCgsodgloZVfmi+/777+2vVekXZ1Ne+53yWtUor0lNo7z2O+W1qlFeq51UzJA67dprr6V9+/b27cIvRMMwWLhwoX3/HXfcQWBgYLl9FR3WV5iE3SE0NLTYpEiHDh1y6LyDBw8W2754WGJwcLB9OTBw72eqjttvv93+xR4fH28fQlr0i3LEiBElfqioqt27d9tfd+7cucL2SUlJ7N+/375d1pfjF198gclkwsfHp8xhsNOmTcNkMhEWFlblycik9lFe+53yWtUor0lNo7z2O+W1qlFeq51UzJA676677rK/XrlyJVlZWWzcuJHDhw/b95c3ZLHQ1VdfbX+9bt065wZZge7du9tfFx1qWZ6tW7faX0dGRtK6desSbYp+pm+//bbqAVaCj8/vaakq67gHBQUxduxY+/YHH3xAWloay5cvt+9z1pBFoNjybO3atauwfdEv6ZCQEC699NJS2w0ZMoRrrrkGwzCYMWNGieMfffQRzz33HH5+fqxYscIpz5NK7aG8prxWHcprUhMprymvVYfyWu2kYobUeXfeeScmkwmAzMxMVq5cWWzIYrt27bjmmmsq7GfgwIH2159++inHjx93frBliI2Ntb9esWKFfUbv8hR9PrF37972a1DUDTfcUKzf1NTUakZasZCQEPvr8+fPV6mPokMXFy9ezIcffmjvq127dvTp06d6QRZx6tQp++uKfnuQkpLC7Nmz7dtdu3Yt9sPAxV588UXAtq580Ur+6tWreeCBBwDbl3/Re08ElNdAea06lNekJlJeU16rDuW12knFDKnzWrZsWWyd8ffee48VK1bYtx2p8gOMHTvWPuN0Tk4ODz30UJUq1VVxzz332F+fOHGiWAIuzYoVK4r9RuDee+8ttd29995LcHAwANnZ2UycOLH6wVag6AzkFw+tdFTXrl3tv6U4d+4cU6ZMsR8r67M6Q3lDRnNzc7n99tuLPfta0TOb/fr1s/+AUvh8bnx8PCNGjKCgoIAXX3yx2G+qRAoprymvOYvymtQUymvKa86ivFaLGCJizJ8/3wBK/DGZTMbhw4cd7uedd94pdv6oUaOM9PT0cs85d+6c8c9//tO44447ymzTt29fe59z584ttc2IESPsbXx9fY0VK1aU2m7Lli1GeHi4vW23bt2MgoKCMt/72WefLfaZJkyYYJw/f77M9qdOnTJef/31Kn+OJ554wt7m8ssvN86dO1fme5Xno48+KvH/09fX1zh+/HiV+itL69at7f336dOn1GuZlJRkXHfddSXimTNnToX9f//99/b2K1asMJo2bWoAxkMPPeTUzyG1j/Ka8lpVKa9JTaW8prxWVcprtZOKGSKGYWRmZhqhoaElktf1119f6b7uuuuuYn1ERkYaEyZMMJYsWWKsX7/eWL9+vbFixQrj+eefN2655RbD39/fAIyrrrqqzD4d+VI5ceKE0bhx42Lv/cc//tFYvHixsXHjRmPFihXGvffea/j6+tqPBwYGGjt27Cj38xQUFBR7f8Bo2bKl8fTTTxufffaZERcXZ3z55ZfG66+/bgwdOtTw9/c3WrVqVeXPER8fb5hMJnu7kJAQIzY21rjtttuMoUOHGkOHDjWmTJlSbsyGYRhZWVlGvXr1isX9hz/8ocLzKuvBBx8s9h7dunUz3nzzTePTTz815s6da4wbN84IDAw0AOO2224z2rZta2+7efNmh97jD3/4Q4n/rxaLxemfRWoX5bWyKa+VT3lNairltbIpr5VPea12UjFD5IK77767xJfjvHnzKt2PxWIxHn/88RJ9VfSnul+OhmEYCQkJRnR0tEPvFxYWZqxfv96hz5SVlWUMGTLE4c9SnS9HwzCMqVOnltt/3759HYr7oYceKnbef//7X4fOq4zExEQjIiKiwmsyZswY49SpU4aPj48Btt8iZWRkOPQe69atK3aflPebFpGilNfKprxWNuU1qcmU18qmvFY25bXaScUMkQvWr19fLJmFhoYamZmZVe5v69atxi233FKssn7xH5PJZFx++eXG888/byQlJZXZl6NfKoZhGGfOnDH+8pe/GCEhIaW+p5+fnzFq1KhKDcc0DMOwWq3GkiVLjE6dOpX7eXr06FFmjJX5HN98840xduxYo0OHDkZoaGix6r+jX47/+te/7Oc0b9683OGZ1bFt2zbj0ksvLfWaXHHFFcann35qGIZhbNy40b6/bdu2DvWdlpZmdOvWzX7e5ZdfblitVpd8Dql9lNfKp7xWNuU1qamU18qnvFY25bXax2QYbprxRqSOysjIYNOmTSQlJZGamorZbCYiIoK2bdty2WWX2SehcracnBy+/fZbfvvtN1JTUwkPD6dly5b069eP8PDwavV98OBBtm3bxokTJ8jOziYsLIxLLrmEnj17FpsQytP69OlDXFwcAFOnTuX555932XsVFBSwYcMGdu7cSX5+PtHR0XTv3p1OnTpVuc/8/HxuueUWvv76a7p06cKBAwfIyclh6dKl3HHHHU6MXqRylNc8R3lNxDWU1zxHeU2qSsUMEamVfvnlF2JiYgDbWugHDx4sdW32muyuu+5iwYIFtGzZki1btvDyyy/z5ptv0r59e/bu3YvZbPZ0iCLiRsprIlLbKK9JdWhpVhGplWbOnGl/ffPNN3vdF+NTTz3FggULiIiIYNWqVTRr1oynnnqKoKAg9u/fz8cff+zpEEXEzZTXRKS2UV6T6lAxQ0RqnRUrVjBv3jz79hNPPOHBaCpvzpw5/OMf/yAgIIBPP/3UPvSxSZMmPPjggwA899xz5ObmejJMEXEj5TURqW2U16S69JiJiHi93bt3M3XqVKxWK4cOHWL37t32Y7fccgv/+9//PBhd5Xz22WcMHz4cq9XK4sWLGTlyZLHjJ0+e5JJLLiErK4vZs2czceJED0UqIq6kvCYitY3ymjibihki4vU2bNhA//79S+xv0aIFW7dupVmzZh6IqvK2bt3K9ddfz/nz53nllVd4/PHHS2335JNPMnPmTBo1asRvv/1GSEiImyMVEVdTXlNeE6ltlNeU15xNxQwR8XpFvxx9fX2Jjo5m8ODBPPPMMzRq1MjD0YmIVJ7ymojUNspr4mwqZoiIiIiIiIiIV9EEoCIiIiIiIiLiVVTMEBERERERERGvomKGiIiIiIiIiHgVFTNERERERERExKuomCEiIiIiIiIiXkXFDBERERERERHxKipmiIiIiIiIiIhXUTFDRERERERERLyKihkiIiIiIiIi4lVUzBARERERERERr/L/a4ted/Mn8AMAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nrows = 2\n", "ncols = 3\n", "\n", "fig, axs = plt.subplots(nrows = nrows, ncols = ncols, sharey = True, sharex = True, figsize=(4*ncols, 5 * nrows))\n", "axs = axs.flatten()\n", "fontsize = 25\n", "labelsize = 18\n", "\n", "colors = cm.jet(np.linspace(0.05, 0.95, len(ux)))\n", "for ii in range(len(ux)):\n", " axs[ii].plot(ux[ii], y_plot[ii] / h, c=colors[ii])\n", " axs[ii].plot(bench_data[ii][:,0], (bench_data[ii][:,1] - h) / h, 'o', c=colors[ii])\n", " axs[ii].set_ylim(-1, 2)\n", " axs[ii].grid()\n", " axs[ii].set_title(r'Line Plot at $x={:.2f}$'.format(x_lines[ii]), fontsize=fontsize - 5)\n", " axs[ii].tick_params(axis='both', labelsize=labelsize)\n", " axs[ii].set_xticks(np.arange(0, 1.6, 0.5))\n", " \n", "axs = axs.reshape(nrows, ncols)\n", "\n", "axs[0, 0].set_ylabel(r'Normalised $y/h$', fontsize = fontsize)\n", "axs[1, 0].set_ylabel(r'Normalised $y/h$', fontsize = fontsize)\n", "\n", "for col in range(ncols):\n", " axs[1, col].set_xlabel(r'Velocity $u_x$', fontsize = fontsize)\n", " \n", "fig.subplots_adjust(wspace=0, hspace=0.1)" ] } ], "metadata": { "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" }, "vscode": { "interpreter": { "hash": "e5b3af111de828d84cfea01c8e4cc990d7262e947155f31e208c22ad6b78199b" } } }, "nbformat": 4, "nbformat_minor": 2 }