{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "```\n", "This notebook sets up and runs a set of benchmarks to compare\n", "different numerical discretizations of the SWEs\n", "\n", "Copyright (C) 2016 SINTEF ICT\n", "\n", "This program is free software: you can redistribute it and/or modify\n", "it under the terms of the GNU General Public License as published by\n", "the Free Software Foundation, either version 3 of the License, or\n", "(at your option) any later version.\n", "\n", "This program is distributed in the hope that it will be useful,\n", "but WITHOUT ANY WARRANTY; without even the implied warranty of\n", "MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n", "GNU General Public License for more details.\n", "\n", "You should have received a copy of the GNU General Public License\n", "along with this program. If not, see .\n", "```" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "#Lets have matplotlib \"inline\"\n", "%matplotlib inline\n", "\n", "#Python 2.7 compatibility\n", "from __future__ import print_function\n", "\n", "#Import packages we need\n", "import numpy as np\n", "from matplotlib import animation, rc\n", "from matplotlib import pyplot as plt\n", "from matplotlib import gridspec\n", "#import mpld3\n", "\n", "import subprocess\n", "import os\n", "import gc\n", "import datetime\n", "\n", "import pycuda.driver as cuda\n", "\n", "try:\n", " from StringIO import StringIO\n", "except ImportError:\n", " from io import StringIO\n", "\n", "#Finally, import our simulator\n", "from SWESimulators import Common, LxF, FORCE, HLL, HLL2, KP07, KP07_dimsplit, WAF, PlotHelper" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No existing CUDA context\n", "CUDA version (9, 1, 0)\n", "Driver version 9010\n", "Using GeForce 840M\n", " => compute capability: (5, 0)\n", " => memory: 2048.0 MB\n", "Created context <1038205944592>\n" ] } ], "source": [ "import atexit\n", "def exitfunc():\n", " #Clean up old context if any:\n", " if 'cuda_context' in globals():\n", " print(\"Deleting existing context\")\n", " global cuda_context\n", " del cuda_context\n", " gc.collect()\n", " else:\n", " print(\"No existing CUDA context\")\n", " gc.collect()\n", " \n", "atexit.register(exitfunc)\n", "exitfunc()\n", " \n", "cuda_context = Common.CudaContext(verbose=True, blocking=False)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "#Misc plotting setup\n", "def setBwStyles(ax):\n", " from cycler import cycler\n", "\n", " ax.set_prop_cycle( cycler('marker', ['.', 'x', 4, '+', '*', '1', 5]) +\n", " cycler('linestyle', ['-.', '--', ':', '-.', '--', ':', '-.']) +\n", " #cycler('markersize', [5, 5, 5, 5, 5, 5]) +\n", " cycler('color', ['k', 'k', 'k', 'k', 'k', 'k', 'k']) ) \n", "\n", "#Set large figure sizes\n", "plt.rcParams['figure.figsize'] = [12, 8]\n", "plt.rcParams['figure.dpi'] = 100\n", "plt.rcParams['animation.html'] = 'html5'\n", "#plt.rcParams['legend.markerscale'] = 1.0\n", "#plt.rcParams['lines.markersize'] = 6\n", "plt.rcParams['lines.markeredgewidth'] = 1.5\n", "#plt.rcParams['savefig.dpi'] = 400" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def save_figure(fig, stem):\n", " fig_filename = \"convergence_smooth1d_\" + stem + \".pdf\"\n", " \n", " image_text = fig_filename + \"\\nCreated \" + str(datetime.datetime.now().strftime(\"%Y-%m-%d %H:%M:%S\"))\n", " \n", " #ax = fig.gca()\n", " #pos1 = ax.get_position() # get the original position \n", " #pos2 = [pos1.x0 + 0.3, pos1.y0 + 0.3, pos1.width / 2.0, pos1.height / 2.0] \n", " #ax.set_position(pos2) # set a new position\n", " \n", " #fig.gca().annotate(image_text, xy=(1.1, 0), xycoords='figure fraction', fontsize=10,\n", " # horizontalalignment='right', verticalalignment='bottom')\n", " t = plt.figtext(-0.1, .9, image_text, rotation='vertical')\n", " \n", " legend = fig.gca().legend_\n", " if (legend != None):\n", " fig.savefig(fig_filename, bbox_extra_artists=(legend,t, ), bbox_inches='tight')\n", " else:\n", " fig.savefig(fig_filename)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def gen_test_data(nx, ny, g, num_ghost_cells):\n", " width = 100.0\n", " height = 100.0\n", " dx = width / float(nx)\n", " dy = height / float(ny)\n", "\n", " x_center = dx*nx/2.0\n", " y_center = dy*ny/2.0\n", " \n", " h = np.zeros((ny+2*num_ghost_cells, nx+2*num_ghost_cells), dtype=np.float32); \n", " hu = np.zeros((ny+2*num_ghost_cells, nx+2*num_ghost_cells), dtype=np.float32);\n", " hv = np.zeros((ny+2*num_ghost_cells, nx+2*num_ghost_cells), dtype=np.float32);\n", "\n", " #Create a gaussian \"dam break\" that will not form shocks\n", " size = width / 5.0\n", " dt = 10**10\n", " for j in range(-num_ghost_cells, ny+num_ghost_cells):\n", " for i in range(-num_ghost_cells, nx+num_ghost_cells):\n", " x = dx*(i+0.5) - x_center\n", " y = dy*(j+0.5) - y_center\n", " \n", " h[j+num_ghost_cells, i+num_ghost_cells] = 0.5 + 0.1*np.exp(-(x**2/size))\n", " hu[j+num_ghost_cells, i+num_ghost_cells] = 0.1*np.exp(-(x**2/size))\n", " #if (x < 0):\n", " # h[j+num_ghost_cells, i+num_ghost_cells] = 0.55 + 0.05*np.cos(np.minimum(1.0, -x/size)*np.pi)\n", " # hu[j+num_ghost_cells, i+num_ghost_cells] = 0.0#- 0.05*(1 + np.cos(np.minimum(1.0, -x/size)*np.pi))\n", " #else:\n", " # h[j+num_ghost_cells, i+num_ghost_cells] = 0.6\n", " # hu[j+num_ghost_cells, i+num_ghost_cells] = 0.0#- 0.05*(1 + np.cos(np.minimum(1.0, x/size)*np.pi))\n", " \n", " scale = 0.7\n", " max_h_estimate = 0.6\n", " max_u_estimate = 0.1\n", " dt = scale * min(dx, dy) / (max_u_estimate + np.sqrt(g*max_h_estimate))\n", " \n", " return h, hu, hv, dx, dy, dt" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Plot initial conditions \n", "fig = plt.figure()\n", "setBwStyles(fig.gca())\n", "\n", "for nx in [128, 1024, 16384]:\n", " h0, hu0, hv0, dx, dy, dt = gen_test_data(nx, 1, 9.81, 0)\n", " x = np.linspace(0.0, nx*dx, nx)\n", " \n", " #plt.subplot(211)\n", " plt.plot(x, h0.T, marker=' ', label='h_' + str(nx))\n", " plt.plot(x, hu0.T, marker=' ', label='hu_' + str(nx))\n", " #plt.subplot(212)\n", " #setBwStyles(fig.gca())\n", " #plt.plot(x, hu0.T, marker=\" \", label='hu_' + str(nx))\n", " #plt.legend(loc='upper left')\n", " \n", "#plt.xlim([47, 53])\n", "#plt.ylim([0.58, 0.61])\n", "plt.legend(loc='upper left')\n", "save_figure(fig, 'initial_conditions')" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "def gen_filename(simulator, nx):\n", " return \"smooth1d_\" + str(simulator.__name__) + \"_\" + str(nx) + \".npz\"" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "def sanity_check(variable, variable_name):\n", " maxval = np.amax(variable)\n", " minval = np.amin(variable)\n", " if (np.isnan(maxval) or np.isnan(minval)):\n", " print(\"=== WARNING ===\")\n", " print(variable_name + \" contains NaN values\")\n", " print(\"=== WARNING ===\")\n", "\n", "def run_benchmark(datafilename, simulator, courant_number, nx, ny, ghost_cells, g=9.81, force_rerun=False):\n", "\n", " if (os.path.isfile(datafilename) and force_rerun == False):\n", " print(\"=== WARNING ===\")\n", " print(\"Existing simulation exists, skipping simulation\")\n", " print(\"=== WARNING ===\")\n", " else:\n", " h0, hu0, hv0, dx, dy, dt = gen_test_data(nx, ny, g, ghost_cells)\n", " dt = dt * courant_number\n", "\n", " #Initialize simulator\n", " with Common.Timer(simulator.__name__ + \"_\" + str(nx)) as timer:\n", " sim = simulator(cuda_context, \\\n", " h0, hu0, hv0, \\\n", " nx, ny, \\\n", " dx, dy, dt, \\\n", " g)\n", "\n", " t, nt = sim.step(2.0)\n", " \n", " h, hu, hv = sim.download()\n", "\n", " h = h[ghost_cells, ghost_cells:-ghost_cells]\n", " hu = hu[ghost_cells, ghost_cells:-ghost_cells]\n", " hv = hv[ghost_cells, ghost_cells:-ghost_cells]\n", " \n", " sanity_check(h, \"h\")\n", " sanity_check(hu, \"hu\")\n", " sanity_check(hv, \"hv\")\n", "\n", " np.savez_compressed(datafilename, h=h, hu=hu, hv=hv)\n", " \n", " gc.collect() # Force run garbage collection to free up memory\n", " \n", " return [timer.secs, nt, dt]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warmup\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "c:\\Users\\anbro\\Documents\\projects\\ShallowWaterGPU\\SWESimulators\\Common.py:103: UserWarning: The CUDA compiler succeeded, but said the following:\n", "kernel.cu\r\n", "\n", " self.kernels[kernel_hash] = cuda_compiler.SourceModule(kernel_string, include_dirs=[module_path])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "=> LxF_16 15839.982748 ms\n", "=> FORCE_16 12674.291611 ms\n", "=> HLL_16 13204.208612 ms\n", "=> HLL2_16 13233.549595 ms\n", "=> KP07_16 12692.486048 ms\n", "=> KP07_dimsplit_16 12948.359013 ms\n", "=> WAF_16 13000.165939 ms\n", "Simulating\n", "=> LxF_16 19.012451 ms\n", "=> LxF_32 30.022144 ms\n", "=> LxF_64 21.043777 ms\n", "=> LxF_128 30.017376 ms\n", "=> LxF_256 40.029526 ms\n", "=> LxF_512 23.016453 ms\n", "=> LxF_1024 37.027359 ms\n", "=> LxF_2048 57.014227 ms\n", "=> LxF_4096 134.095907 ms\n", "=> LxF_16384 2909.069777 ms\n", "=> FORCE_16 31.022310 ms\n", "=> FORCE_32 47.033310 ms\n", "=> FORCE_64 22.015095 ms\n", "=> FORCE_128 29.020309 ms\n", "=> FORCE_256 31.022310 ms\n", "=> FORCE_512 64.047098 ms\n", "=> FORCE_1024 34.024239 ms\n", "=> FORCE_2048 112.079620 ms\n", "=> FORCE_4096 163.116455 ms\n", "=> FORCE_16384 4130.271673 ms\n", "=> HLL_16 33.022642 ms\n", "=> HLL_32 109.077692 ms\n", "=> HLL_64 52.036285 ms\n", "=> HLL_128 38.029909 ms\n", "=> HLL_256 78.056335 ms\n", "=> HLL_512 58.037281 ms\n", "=> HLL_1024 53.039312 ms\n", "=> HLL_2048 80.058336 ms\n", "=> HLL_4096 254.181147 ms\n", "=> HLL_16384 5170.261145 ms\n", "=> HLL2_16 24.017334 ms\n", "=> HLL2_32 19.008636 ms\n", "=> HLL2_64 27.014732 ms\n", "=> HLL2_128 20.023346 ms\n", "=> HLL2_256 28.019905 ms\n", "=> HLL2_512 26.045561 ms\n", "=> HLL2_1024 46.005487 ms\n", "=> HLL2_2048 104.077101 ms\n", "=> HLL2_4096 318.199396 ms\n", "=> HLL2_16384 8683.323383 ms\n", "=> KP07_16 18.993855 ms\n", "=> KP07_32 19.037247 ms\n", "=> KP07_64 22.044420 ms\n", "=> KP07_128 20.015240 ms\n", "=> KP07_256 32.019615 ms\n", "=> KP07_512 42.030334 ms\n", "=> KP07_1024 54.045916 ms\n", "=> KP07_2048 147.104979 ms\n", "=> KP07_4096 479.315519 ms\n", "=> KP07_16384 12672.492981 ms\n", "=> KP07_dimsplit_16 27.019262 ms\n", "=> KP07_dimsplit_32 23.990631 ms\n", "=> KP07_dimsplit_64 19.042492 ms\n", "=> KP07_dimsplit_128 20.987272 ms\n", "=> KP07_dimsplit_256 23.021936 ms\n", "=> KP07_dimsplit_512 26.018143 ms\n", "=> KP07_dimsplit_1024 45.032501 ms\n", "=> KP07_dimsplit_2048 93.060970 ms\n", "=> KP07_dimsplit_4096 391.276121 ms\n", "=> KP07_dimsplit_16384 7793.756247 ms\n", "=> WAF_16 29.019356 ms\n", "=> WAF_32 23.015022 ms\n", "=> WAF_64 26.018858 ms\n", "=> WAF_128 28.025866 ms\n", "=> WAF_256 24.021626 ms\n", "=> WAF_512 45.032978 ms\n", "=> WAF_1024 49.031734 ms\n", "=> WAF_2048 125.084639 ms\n", "=> WAF_4096 404.284954 ms\n", "=> WAF_16384 11174.280882 ms\n" ] } ], "source": [ "reference_nx = 16384\n", "domain_sizes = [16, 32, 64, 128, 256, 512, 1024, 2048, 4096]\n", "\n", "simulators = [LxF.LxF, FORCE.FORCE, HLL.HLL, HLL2.HLL2, KP07.KP07, KP07_dimsplit.KP07_dimsplit, WAF.WAF]\n", "simulator_ghost_cells = [1, 1, 1, 2, 2, 2, 2]\n", "simulator_reference = [LxF.LxF, FORCE.FORCE, HLL.HLL, HLL2.HLL2, KP07.KP07, KP07_dimsplit.KP07_dimsplit, WAF.WAF]\n", "simulator_courant_numbers = [0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.9]\n", "force_rerun=True\n", "\n", "#reference_nx = 16384\n", "#domain_sizes = [32, 64, 128, 256, 512, 1024]\n", "#simulators = [HLL2.HLL2, WAF.WAF]\n", "#simulator_ghost_cells = [2, 2]\n", "#simulator_reference = [HLL2.HLL2, WAF.WAF]\n", "#simulator_courant_numbers = [0.95, 0.95]\n", "#force_rerun=True\n", "\n", "sim_elapsed_time = np.zeros((len(simulators), len(domain_sizes)))\n", "sim_dt = np.zeros((len(simulators), len(domain_sizes)))\n", "sim_nt = np.zeros((len(simulators), len(domain_sizes)))\n", "\n", "#Warmup to compile kernels\n", "print(\"Warmup\")\n", "for i in range(len(simulators)):\n", " run_benchmark(\"warmup\", \\\n", " simulators[i], \\\n", " simulator_courant_numbers[i], \\\n", " 16, 1, \\\n", " simulator_ghost_cells[i], \\\n", " force_rerun=force_rerun)\n", " \n", "print(\"Simulating\")\n", "for i in range(len(simulators)): \n", " # Run the simulation for all the domain sizes\n", " for j, nx in enumerate(domain_sizes):\n", " datafilename = gen_filename(simulators[i], nx)\n", " [secs, nt, dt] = run_benchmark(datafilename, \\\n", " simulators[i], \\\n", " simulator_courant_numbers[i], \\\n", " nx, 1, \\\n", " simulator_ghost_cells[i], \\\n", " force_rerun=force_rerun)\n", " sim_elapsed_time[i, j] = secs\n", " sim_dt[i, j] = dt\n", " sim_nt[i, j] = nt\n", " \n", " # Run reference with a low CFL-number\n", " datafilename = gen_filename(simulators[i], reference_nx)\n", " run_benchmark(datafilename, \\\n", " simulators[i], \\\n", " simulator_courant_numbers[i] * 0.5, \\\n", " reference_nx, 1, \\\n", " simulator_ghost_cells[i], \\\n", " force_rerun=force_rerun)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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lWa8YYxKxv1i4A/tLnDjgWcuyfi/mPrc4Ptv/wP4M+mGf50ocz7YX4R4vjMPYE6mNwJ553cL+zI/BnuFfRKTCyX1ljYiIiFQAxpgJ2EngZecZLiwiIiJlRLOXi4iIiIiIiJQSJd0iIiIiIiIipUTDy0VERERERERKiXq6RUREREREREqJkm4RERERERGRUqKkW0RERERERKSUlMv3dBtjDNAQ+x2RIiIiIiIiImXBDzhkFWFytHKZdGMn3Ac9HYSIiIiIiIhUOo2BPwvbuLwm3acBDhw4gL+/v6djERERERERkQouOTmZJk2aQBFHXJfXpBsAf39/Jd0iIiIiIiJyydJEaiIiIiIiIiKlREm3iIiIiIiISClR0i0iIiIiIiJSSsr1M90Xkp2dTWZmpqfDkHKqWrVqeHl5eToMEREREREpxypk0m1ZFocPH+bUqVOeDkXKucDAQIKDg7FfDS8iIiIiIlI0FTLpzk24g4KCqFWrlhImKTLLsjhz5gyJiYkANGjQwMMRiYiIiIhIeVThku7s7Gxnwl23bl1PhyPlWM2aNQFITEwkKChIQ81FRERERKTIKtxEarnPcNeqVcvDkUhFkHsfaW4AEREREREpjgqXdOfSkHIpCbqPRERERETkYlTYpFtERERERETE05R0i4iIiIiIiJQSJd2XkOHDh9O/f/9ib2uMcVt2795dwlGKiIiIiIhIYVW42csrs969ezN79myXsssuu8xD0YiIiIiIiIh6us8jJSWFyZMn89BDDzF58mRSUlI8EkdcXBze3t6sWbPGWfbGG29Qr149EhISnGXVq1cnODjYZdFrrkRERERERDynUvV0p6amFrptSkoKPXv2ZOvWrc6yefPmsWzZMvz9/Z3vcD7ffn18fIofbB7dunVj1KhRREdHs2XLFvbu3ctzzz3Hxx9/TIMGDUrkGCIiIiIiIlLyKlXS7evre1Hb//LLLwQHBxMZGUlcXJyzPCQkhGPHjrm1tyzroo6X18SJE1m+fDkPPfQQv/76K9HR0QwYMMClTWxsrMs59unTh88//7zEYhAREREREZGiqVRJd3nm7e3N3Llzueqqq2jWrBlTp051axMVFcX06dOd6yXV0y4iIiIiIiLFU6mS7qI8kz1lyhSef/55t/KXXnqJMWPGuJTt3bv3YkMrlHXr1gFw4sQJTpw44ZZU+/j4EB4eXiaxiIiIiIiIyIVVqonUfHx8Cr2MGjWKdu3auWzfrl07Ro0a5fI89/n2W5L++OMPRo8ezcyZM+nSpQvDhg0jJyenRI8hIiIiIiIiJatS9XQXha+vL//973+ZNm0au3fvJjw8nBEjRlz0c+EXkpSUxObNm13KateuTXR0NL169eLee++lT58+tG3bljfeeIOxY8eWajwiIiIiIiJSfEq6z8PX15dx48aV6THj4uK4+uqrXcqMMQQHB7N48WIAgoODiYmJYfDgwfTs2ZP27duXaYwiIiIiIiLFMXr0aG655Ra6d+/u6VDKjCnJGbbLijHGH0hKSkrC39/fpS49PZ34+HhCQ0OpUaOGZwKUCkP3k4iIiIhIyVi4cCF//etfAbjuuuuYOXMmjRo1IjAwEIBTp06RlJTEwoULadu2LYsXL2bKlCmeDNlFcnIyAQEBAAGWZSUXdjv1dIuIiIiIiEip69Gjh/P3devWceWVVzJo0CBn2cSJE/nggw9ITv5fPtu1a1e3VyWXN+rpFjkP3U8iIiIiIiXHGFOk9snJyfj5+ZVSNEVT3J7uSjV7uYiIiIiIiJQfl0rCfTGUdIuIiIiIiIiUEiXdIiIiIiIiIqVESbeIiIiIiIiUquzsbIYMGeLpMDxCs5eLiIiIiIhIqfnuu+/o1asXZ8+eLfK2p0+fLvfPdaunW0REREREREpcVlYWQ4cOJTIyssCEu3bt2rRp04b+/ftz/fXXExwcTL169VzaLF++vKzCLTXq6RYREREREZES9Z///Ie//e1vJCUludWFhYXx6KOPMnjwYJo2bepSt3//fhYuXEjbtm1ZvHhxuX9HNyjpFhERERERkRLUsWNHNm3a5FZujOGxxx7jnXfeOee2TZs2ZeTIkQB079691GIsSxpeXoC33nqL/fv3u5Xv37+ft956q9SOO3z4cIwxbsvu3bsBOHDgAPfffz8NGzbE29ubZs2aMXLkSI4fP+6yn27dujm39fb2pnnz5jzzzDMFDulYtWoVN998M3Xr1qVWrVq0bt2aMWPG8OeffwIQFxdXYEzGGA4fPlxq10JERERERMqnGjVquJW1aNGC5OTk8ybcFZWS7nzeeustRo0aRVRUlEvivX//fqKiohg1alSpJt69e/cmISHBZQkNDWXPnj106tSJ3377jY8//pjdu3czY8YMVqxYQUREBCdOnHDZz4MPPkhCQgK7d+9m8uTJvPfee0yYMMGlzfvvv0+PHj0IDg5mwYIFbN++nRkzZpCUlMQbb7zh0nbXrl1ucQUFBZXadRARERERkfLh8OHDzJo1y7n+3XffUaWKnWoaY4iJiWHXrl34+vp6KkSP0vDyfAYMGMDbb7/Nnj17iIqKYtWqVQBERUWxZ88ewsLCSvW5gurVqxMcHOxW/thjj+Ht7c2yZcuoWbMmYA+9uPrqq2nevDnPPfcc06dPd7avVauWcz9Nmzblo48+YtmyZbzyyisAHDx4kCeeeIInnniCKVOmOLcLCQmha9eunDp1yuX4QUFBBAYGlvj5ioiIiIhI+fXBBx/w8MMPA/ZrwR566CG8vLzYvn07t956K1u2bCmw57syqVQ93ampqedc0tPTATtBXbVqlbN3OTw8nPDwcPbs2UNoaChfffUVl112WaH2W1JOnDjB0qVLGTFihDPhzhUcHMzdd9/Np59+imVZBW6/ZcsW1q5dS7Vq1Zxln3/+ORkZGYwbN67AbZRgi4iIiIjIhVx//fXO3x9++GHS0tIAaNmyJbt27ar0CTdUsqTb19f3nMvAgQOd7Zo2bUpCQgIAmZmZZGZmAhAfH0+rVq3o06ePy35DQkIK3GdxxMbGuuxj0KBB/P7771iWRatWrQrcplWrVpw8eZKjR486y6ZNm4avry/Vq1enffv2HD16lLFjxzrrf//9d/z9/WnQoEGh4mrcuLFLXC1btizW+YmIiIiISPn2wgsvkJGRQWJiIvfcc49LXd7Rt2LT8PJLTFRUlMuN6uPjU+Ckbnnl9nAbY5xld999N8899xzJyclMmjQJf39/ly8WLMtyaX8ha9ascXkpfdWqunVERERERCqTbdu20aVLF1JTU5k1axaJiYlkZWUBEBAQwCeffELv3r09HOWlp1JlTikpKees8/Lycv6+f/9+GjRoQHx8vHNIdmZmJqGhoXz99dc0a9bMZdu9e/eWWIw+Pj6Eh4e7lHl7e2OMYfv27fTv399tm507d1K7dm2XF8kHBAQ49zN37lzatGnDrFmzuP/++wF79sCkpCQSEhIK1dsdGhqqIeciIiIiIpVQTk4Oo0eP5p133nF2+B06dAiw86jnn3+eF1980ZMhXtIq1fByHx+fcy65zxrkzlIeHx9PWFgYu3fvZvfu3YSFhREfH0/fvn1dhnGfb78lpW7duvTs2ZNp06Y5n5HIdfjwYebNm8cdd9xxzp7ratWq8eyzz/L3v/+dM2fOAHD77bfj7e3N5MmTC9wm/0RqIiIiIiJS+cTGxtKgQQPefvtttzmk/Pz82L9/vxLuC6hUSXdhLFy40DlL+apVq2jatKlzcrWwsDD27NnDwoULyzyud999l7Nnz3LTTTfx3XffceDAAZYsWULPnj1p1KgRL7/88nm3HzJkCMYYpk2bBkCTJk2YMmUKb731Fvfffz+rV69m3759rF27locffpiXXnrJZfvExEQOHz7ssuQ+6y4iIiIiIhVLVlYWf/nLX7jllltITEx0qatXrx6DBg0iOTmZhg0beijC8kNJdz4jR45k6tSpzoQ7V27iPXXqVEaOHFnmcV1++eX8+OOPNG/enDvuuIPmzZvz0EMPERUVxfr166lTp855t/f29ubxxx9n8uTJzmH2I0aMYNmyZfz5558MGDCAK664ggceeAB/f3+eeuopl+1btmxJgwYNXJaffvqp1M5XREREREQ849tvv6VevXqsXbvWpdzLy4tnn32WAwcO8Nlnn3kouvLHnOs1U5cyY4w/kJSUlIS/v79LXXp6OvHx8YSGhmp6erloup9EREREpLJISUmhX79+rF69usD6devWERERUcZRXTqSk5MJCAgACLAsK7mw21WqidRERERERETE3eeff84dd9zh9tw2QP369dm5c6cmVi4mDS8XERERERGp5Dp06OCWcHt5eTFr1iwOHz6shPsiKOkWERERERGphN58803ne7abN29Or169nHVXXnklZ86c4b777vNUeBWGkm4REREREZFKxLIsgoODGTNmDFdeeaWzfOnSpfzlL39h9uzZbN26FW9vbw9GWXHomW4REREREZFKxBjjnCR4165dDB06lLlz5wKwZs0aT4ZWIamnW0REREREpILbsGEDs2fPBuC1117jwIEDzrrFixd7KqxKQT3dIiIiIiIiFVROTg633XYbsbGxGGOYMGEC+/fvB6BKlSpERkaycuVKD0dZsamnW0REREREpAL64YcfaNCgAbGxsYD9LHduwt22bVsOHDighLsMKOkWERERERGpQDIyMrjlllvo3LkziYmJbvUvv/wyv/zyCw0bNvRAdJWPhpeLiIiIiIhUEJ9++il333032dnZbnWNGzdmzZo1hISElH1glZh6uoth5cqVjB49usT3O3z4cPr37+9WHhcXhzGGU6dOufxekAkTJtC+ffsSj01ERERERC5d6enp3Hzzzdx5551uCXeHDh34+eefOXDggBJuD1DSXQSnT5/m0Ucf5cYbb2Tq1KksXLjQ0yGJiIiIiEglN2XKFOrUqcM333zjVnfNNdewceNGdcx5kIaXF9LKlSu577772Ldvn7OsR48eHoxIREREREQqu7CwMOLj493Kq1Spwssvv8z48eM9EJXkVamS7tTUVABq1aqFMQawJxnIzMykatWqVK9e3a1tVlYW48ePZ8aMGW778/Pzc2lbs2ZNqlSxBw9kZmZSrVq10jsZERERERGp9KpWdU/pOnfuzJo1a/D29vZARJJfpRpe7uvri6+vL8eOHXOWvfbaa/j6+vL444+7tA0KCsLX15c2bdoUmHDnFRISgq+vLzt27HCWzZkzp1gxxsbGOuPMXfr06VOsfYmIiIiISMWyc+dO5s6d61zftGmTs0PRy8uLxYsXs3HjRiXcl5BKlXSXB1FRUWzevNlliYmJ8XRYIiIiIiLiYf/4xz9o1aoVw4YNY8GCBYDdsbh8+XI6dOhAeno6/fr183CUkl+lGl6ekpIC2MPLc40dO5ZRo0a5DcvIfZ9dVlYWzzzzDNOnTz/nfvfu3QvYw8tzDR8+vFgx+vj4EB4e7lJ28ODBYu1LREREREQqjhtuuAEAy7K4/fbbycrKwsvLi+7du/PTTz95ODo5l0rV0+3j44OPj49z+AWAt7c3Pj4+Ls9z520bEBDAtGnTWLFiBc2aNXNpc/r0aZe2uc9zA3qeW0RERERELkp2djZPP/00OTk5xMfH88gjj7jUx8bGeigyKYpK1dN9Mbp3787WrVt5+umnnb3ey5cvZ8CAAR6JZ+vWrc6J3HLlvgYgLS2NzZs3u9T5+vq69aCLiIiIiMilafXq1fTq1YuMjAw+/fRTDhw4QE5ODgD16tVj6dKldOjQwcNRSmEo6S4CPz8/pk2bxu23387ixYs9lnADdO3a1a3MsiwAfvvtN66++mqXusjISOLi4soiNBERERERKaasrCyGDRvGxx9/7CzLfW2xt7c3U6ZMYcSIEZ4KT4rB5CZq5Ykxxh9ISkpKwt/f36UuPT2d+Ph4QkNDqVGjhmcClApD95OIiIiIlJU5c+YwcuRIkpOT3erq16/Pzp07CQwM9EBkApCcnExAQABAgGVZ7n+kc1BPt4iIiIiIiAelp6fTsWNHtm/f7lZXv3597rjjDt566y0PRCYloVJNpCYiIiIiInIp+fjjj6lTp45bwl2jRg0mT57MwYMHlXBBz7dfAAAgAElEQVSXc+rpFhERERERKWOHDh2iX79+/Pzzz251xhg2b95My5YtPRCZlDT1dIuIiIiIiJShqVOn0qhRowIT7rCwMM6cOaOEuwJR0i0iIiIiIlKGrrnmGrey6tWr89VXX/HHH39oAt8KRkm3iIiIiIhIKZs0aZLz9+uvv56OHTs617t3705qaio333yzJ0KTUqakW0REREREpJRkZGTg5+fH+PHjufbaa53lP/74I506dWLZsmWsWLECLy8vD0YppalISbcx5lFjzC/GmGTHst4Y0ydPfXVjzDvGmGPGmFRjzCJjTON8+2hqjFnsqD9mjHnbGONdUickIiIiIiJyqfD29qZatWoAfP/99/z973931v3www/07NnTU6FJGSlqT/dBYDzQybGsBL40xrRx1E8FBgB3An8BfIFYY4wXgOPnV4CPo/5OYCDwxsWdhoiIiIiIyKVh8eLFLFiwAICxY8dy8uRJZ92cOXM8FJV4SpFeGWZZ1uJ8Rc8ZYx4FuhhjDgL3A9GWZS0HMMYMBQ4APYClQC+gNdDEsqxDjjZjgDnGmOcsy0q+qLMRERERERHxkKysLCIjI1m3bh1VqlShXr16JCYmAlC1alVuv/12Pv74Yw9HKWWt2M90G2O8jDF3Yvdarwc6AtWAZbltHIn1NuA6R1EEsC034XZYClR3bH+uY1U3xvjnLoBfceO+lA0fPpz+/fu7lcfFxWGM4dSpUy6/F2TChAm0b9++wLrMzEyefvpp2rZti4+PDw0bNmTYsGEcOnSowPYiIiIiIlI4S5cupV69eqxbtw6AnJwcZ8L9l7/8haNHjyrhrqSKnHQbY9oaY1KAs8AMYIBlWduBYCDDsqyT+TY54qjD8fNI3kpH+4w8bQryDJCUZzlY1LiLIzU1FWMMxhhSU1PL4pCl6syZM2zatInnn3+eTZs28cUXX/Dbb79x6623ejo0EREREZFyKTk5mRtuuIHevXuTlJTkVj979mzWrFlDYGCgB6KTS0GRhpc77ALaA4HYz2P/2xgTeZ72BrDyrFuFaJPfK8Cbedb9KKPEuyIJCAjg22+/dSl755136Ny5M/v376dp06YeikxEREREpPx5++23GTVqFJblmspUq1aNxo0bs2nTJiXbUvSk27KsDGC3Y/VHY8w1wEjgU8DbGFM7X293ELDO8fth4No8dRhjamMPS3fpAc93zLPYPeu52xQ1bIBC91bntsvbPjU1laysLM6ePYufnx81a9a84H59fHyKFWdZSkpKwhijfwxERERERArpxIkT9O3blw0bNrjVRUZGMnPmTC6//HIPRCaXouL0dOdnsJ/J/gnIBHoCnwEYYxoAVwLjHG3XY0++1sCyrARHWS/shPqnEojlvHx9fYu9bf369Z2/R0ZGEhcX51wPCQnh2LFjbtvk/8arMGJjY93izM7OLvJ+CiM9PZ3x48czZMgQ/P39S+UYIiIiIiIVyd///ncmT55MZmamW12/fv348ssvqVKl2FNnSQVUpKTbGPMv4BvsGcn9sF/51Q3obVlWkjFmFvCGMeY4cAJ4HdgKLHfsYhmwHfiPMWYsUMfRZqZmLrdFRUUxffp0l7KNGzcydOjQEj1OZmYmd955Jzk5OUybNq1E9y0iIiIiUtFkZ2dTv359jh8/7lZXrVo1YmJiGDZsmAcik0tdUXu66wP/ARpgT2j2C3bCnfug8GggC7unuyawAhhuWVY2gGVZ2caYvsA0YC2QBnwEPHWR51EoKSkphWqXd3h5WFgYAEeOHKF69erO4eV57d27t8Ri9PHxITw83KXs4MGSfXw9MzOTwYMHEx8fz8qVK9XLLSIiIiJyAV5eXnh5ebmV33zzzSxatKjAOhEo+nu6779AfTrwN8dyrjb7gX5FOW5JKewz1rnt8j6r7ePjc87ty8Oz27lyE+7ff/+dVatWUbduXU+HJCIiIiJySVq/fj1HjhxxvtZ3/fr1NG/eHABvb2/WrFlD586dPRmilAMl8Uy3eMDWrVvdetxz38+dlpbG5s2bXep8fX0JCQnh9ttvZ9OmTcTGxpKdnc3hw4cBqFOnDt7e3mUTvIiIiIjIJe6hhx5i5syZeHl5sWrVKm644QbCwsKIiYlh3rx5rFy50tMhSjmhpPs8fHx8ijUZWlno2rWrW1lurL/99htXX321S11kZCRz5sxh0aJFwP8S9FyrVq2iW7dupROsiIiIiEg5c8MNNzBz5kyys7OJiooiKysLgPvvv5/77z/vAGARF+ZSTSrPxxjjDyQlJSW5PY+cnp5OfHw8oaGh1KhRwzMBSoWh+0lERESkcsjIyOC5557jtddeY/PmzfTt25dDhw4567dt20abNm08GKF4WnJyMgEBAQABRZkIXD3dIiIiIiJSqX322WcMGTKE7OxsFixYwN69e52jSBs2bMjatWsJCQnxbJBSbukFciIiIiIiUimdOXOG3r17c8cdd5CdnQ1AfHw8lmVRq1YtPv/8c/78808l3HJR1NMtIiIiIiKVzmuvvcYLL7xAenq6W12LFi3YsmWLHi+UEqGkW0REREREKo0TJ07Qrl07Dh486FbXsGFDRo0axdixYz0QmVRUGl4uIiIiIiKVwjvvvENwcLBbwu3v788HH3zAwYMHlXBLiVNPt4iIiIiIVGg7duzgtttu4/fff3erq1atGtu3b6dRo0YeiEwqA/V0i4iIiIhIhTVu3Dhat25dYMLdoUMHzpw5o4RbSpWSbhERERERqbCuueYatzI/Pz82btzITz/9RNWqGvwrpUtJt4iIiIiIVBjZ2dlMnDjRuT5o0CCaN2/uXL/rrrtITk6mc+fOnghPKiF9rSMiIiIiIhXC8ePHadiwIRkZGaxevZpvv/0WgN27d9OhQwdmz55Nu3btPBylVDbq6T6PrKws5s+fz/z588nKyir14w0fPpz+/fu7lM2fP58aNWowefJkJkyYgDEGYwxeXl40adKEBx54gKNHjzrbnzx5kujoaAICAggICCA6OppTp0456/PuI+/i4+NT6ucnIiIiIlKa6tSpQ5UqdoqzfPlyZs6c6azbtGmTEm7xCCXd5xEXF8egQYMYNGgQcXFxZX78mJgY7r77bt59913GjRsHQJs2bUhISGD//v1Mnz6dxYsXM2zYMOc2Q4YMYfPmzSxZsoQlS5awefNmoqOjnfVPPfUUCQkJLkvr1q0ZNGhQmZ+fiIiIiMjFiomJYeXKleTk5HDfffeRnp7urHvrrbc8GJmITcPL87EsizNnzgDwySefOMs/+eQTIiIiAKhVqxbGmFKNY/Lkybzwwgt89NFHDBw40FletWpVgoODAWjUqBFPPPEEL7zwAmlpaezdu5clS5awYcMGrr32WgBmzpxJREQEu3btomXLlvj6+uLr6+vc35YtW9i+fTszZswo1fMRERERESlJZ86coWPHjuzcuZOqVavi4+NDUlISANWrV2fEiBG8+eabHo5SpJIl3ampqees8/LyokaNGuzdu5ewsDC3+lmzZjFr1izAfs/fFVdcccH9FnfI9vjx43nvvfeIjY2lR48e521bs2ZNcnJyyMrKYv369QQEBDgTboAuXboQEBDAunXraNmypdv2MTExtGjRghtuuKFYsYqIiIiIlLV58+bx4IMPkpaWBtiPheYm3H379nU+oilyKahUSXfeHt78br75Zr766ivWrl17wf0MGDCAHTt2ONdDQkI4duyYWzvLsooc4zfffMOXX37JihUr6N69+3nb7ty5k+nTp9O5c2f8/Pw4fPgwQUFBbu2CgoI4fPiwW/nZs2eZN28e48ePL3KcIiIiIiJl7c8//6Rv375s2bLFrc4Yw9dff03v3r09EJnIuemZ7nwGDRrEyy+/fN42l112Wakd/6qrriIkJIQXXniB06dPu9Vv3boVX19fatasSevWrWnSpAnz5s1z1hc07N2yrALLv/jiC06fPu3yTLiIiIiIyKVo/PjxNG7c2C3h9vX1pVWrVmRkZCjhlktSperpTklJOWedl5cXYD//MXLkSJ577rkC2x05cgQ/Pz+Xsr1795ZYjI0aNWLBggVERUXRu3dvlixZ4nK8li1bsmjRIry8vGjYsCHVq1d31gUHB3PkyBG3fR49epT69eu7lcfExNCvXz/nM+IiIiIiIpeagwcPctNNN7F9+3a3uv79+/Pee+/RsGFDD0QmUjiVqqfbx8fnnEthn/nw8fGhZs2ahdpvcTVt2pTVq1eTmJhIr169SE5OdtZ5e3sTHh5OaGioS8INEBERQVJSEt9//72zbOPGjSQlJXHddde5tI2Pj2fVqlXcf//9xY5TRERERKQ0PfLIIzRr1qzAhHvEiBF88cUXSrjlklepku7CqlWrFp9++ikdO3bkvffe47333qNjx458+umn1KpVq0xiaNy4MXFxcRw/fpxevXo5J4Y4n1atWtG7d28efPBBNmzYwIYNG3jwwQfp16+f2yRqH374IQ0aNKBPnz6ldQoiIiIiIsWSlpaGj48P77//Pjk5OS51NWrU4Ntvv+W9994r9TcKiZSESjW8vLCMMQwePJjBgwc7y0aMGFHmcTRq1IjVq1cTFRVFz5493XqrCzJv3jyeeOIJevXqBcCtt97Ku+++69ImJyeHOXPmMHz4cOewehERERGRS0XNmjULTKjvuece5syZU/YBiVwEU5wZtj3NGOMPJCUlJeHv7+9Sl56eTnx8PKGhoXpNgFw03U8iIiIiZePLL78kMDCQyMhIADZs2EBERARgT5a2efNmmjdv7skQpZJLTk4mICAAIMCyrOQLtc+lnm4REREREfGo2267jUWLFlGtWjV27NhB8+bN6dKlCxMmTOD3339n7ty5ng5RpNiUdIuIiIiIiEdde+21LFq0iMzMTK666ipSU1MBePHFFz0cmcjF00RqIiIiIiJSppKSknjqqacAWLlyJa+//rqz7syZM5w6dcpToYmUOCXdIiIiIiJSZqZMmULt2rV54403CA0N5cYbb+TkyZMAhIWFcfLkSQIDAz0cpUjJ0fByEREREREpdSdOnKBPnz58//33zrK9e/cCEBgYyIIFC+jevbuHohMpPerpFhERERGRUjV+/HiCg4NdEu5cXbp04fjx40q4pcJST7eIiIiIiJSKffv2cfXVVzuHj+fVpEkTXn31VYYMGeKByETKjnq6RURERESkxD3//PPOZ7TzCgoK4rPPPmPfvn1KuKVSUE+3iIiIiIiUmDVr1nDXXXfx559/utXVqlWL7du3U7duXQ9EJuIZ6umWizZ8+HD69+/vXO/WrRujRo3yYEQwZ84cl1kvJ0yYQPv27T0YkYiIiEjFFx0dTdeuXQtMuHv06EFqaqoSbql0lHRfQvInrwDz58+nRo0aTJ48mQkTJmCMwRiDl5cXTZo04YEHHuDo0aPO9idPniQ6OpqAgAACAgKIjo52ec9h3n3kXXx8fErsPL744gteeumlEttfSXjqqadYsWKFc72gay0iIiIiF+fqq692K6tXrx67d+/m22+/9UBEIp6npPsSFhMTw9133827777LuHHjAGjTpg0JCQns37+f6dOns3jxYoYNG+bcZsiQIWzevJklS5awZMkSNm/eTHR0tLP+qaeeIiEhwWVp3bo1gwYNKrG469Spg5+fX4ntryT4+vrqW1URERGREpaRkcE//vEP5/qTTz5JUFCQc33MmDEcPXqU5s2beyI8kUuCku5zGD16NCtXrnSur1y5ktGjR5fZ8SdPnszjjz/ORx99xAMPPOAsr1q1KsHBwTRq1Ih+/frxxBNPsGzZMtLS0tixYwdLliwhJiaGiIgIIiIimDlzJrGxsezatQuwk8/g4GDncuTIEbZv3879999fqLiys7N58sknCQwMpG7duowbNw7Lslza5B9eHhISwsSJExk2bBi+vr40a9aML7/8kqNHj3Lbbbfh6+tL27Zt+fHHH53b7Nu3j1tuuYXatWvj4+NDmzZt+PrrrwGIi4vDGMNXX31Fu3btqFGjBtdeey1bt249Z9x5h5dPmDCBf//733z55ZfOnv64uLhCnb+IiIiI2Hbs2EGtWrWYMGGCSwfOkSNHaNu2LQcOHOD111/3YIQil4ZKlXSnpqaSmprqkiRmZGSQmprK2bNnnWULFy5k6tSp3HjjjQwdOpTo6GhuvPFGpk6dyscff0x6enqB+83JyXGWZWZmFjvO8ePH89JLLxEbG8vAgQPP27ZmzZrk5OSQlZXF+vXrCQgI4Nprr3XWd+nShYCAANatW1fg9jExMbRo0YIbbrihULG98cYbfPjhh8yaNYv//ve/nDhxgoULF15wuylTpnD99dfz888/07dvX6Kjoxk2bBhDhw5l06ZNhIeHM2zYMOff5rHHHuPs2bN89913bN26lUmTJuHr6+uyz7Fjx/L666/zww8/EBQUxK233lqo6/7UU08xePBgevfu7eztv+666wp1/iIiIiJia9GihfP3+fPnuwwf/+WXX2jcuLEnwhK55FSqpNvX1xdfX1+OHTvmLHvttdfw9fXl8ccfd5b16NGDqlXtid3nzZvH3LlzAbj++usZMmSIW69wSEgIvr6+7Nixw1k2Z86cYsX4zTffMGnSJL788kt69Ohx3rY7d+5k+vTpdO7cGT8/Pw4fPuwynCdXUFAQhw8fdis/e/Ys8+bNK3QvN8DUqVN55plnGDhwIK1atWLGjBkEBARccLubb76Zhx9+mMsvv5wXXniB06dPc8011zBo0CBatGjB008/zY4dOzhy5AgA+/fv5/rrr6dt27aEhYXRr18/unbt6rLPF198kZ49e9K2bVv+/e9/c+TIkUJ9AeDr60vNmjWpXr26s8ff29u70NdAREREpLJ69dVX+eWXX8jIyKB///5kZ2c76yZNmuTByEQuXZUq6S4sPz8/tyRs0aJF3H777aV+7KuuuoqQkBBnYprf1q1bnUlj69atadKkCfPmzXPWG2PctrEsq8DyL774gtOnT7s8E34+SUlJJCQkEBER4SyrWrUqnTp1KtR55apfvz4Abdu2dStLTEwE4IknnmDixIlcf/31vPjii/zyyy9u+8wbR506dWjZsqXLFx8iIiIiUjJOnDhB48aNeeaZZ7j22mupXbs2sbGxgP0asDfeeIPly5d7OEqRS1OlSrpTUlJISUmhXr16zrKxY8eSkpLCu+++69I2MTHR2esK0L17dx577DFSUlKYNWuWS9u9e/eSkpJCq1atnGXDhw8vVoyNGjVi9erVJCQk0Lt3b7fEu2XLlmzevJnt27eTlpbGypUrCQ8PB3A+o53f0aNHnUltXjExMfTr14/g4OBixVoU1apVc/6e+wVAQWW5Q/QfeOAB9uzZQ3R0NFu3bqVTp0688847FzxOQV8uiIiIiEjxTZ06leDgYOdrwNLT0zlz5gwA99xzD6dPn+bJJ5/0ZIgil7RKlXT7+Pjg4+Pjkph5e3vj4+ND9erVC2ybV7Vq1fDx8aFGjRoFtq1SpYpL2+Jq2rQpq1evJjExkV69epGcnOwSb3h4OKGhoW4xR0REkJSUxPfff+8s27hxI0lJSW7PLMfHx7Nq1aoiDS0PCAigQYMGbNiwwVmWlZXFTz/9VNRTLJQmTZrwyCOP8MUXXzBmzBhmzpzpUp83jpMnT/Lbb79xxRVXFGrf3t7eLsOhRERERMTVtm3buPzyyxk9erTbvDleXl78+OOPzJkzx+X/gUXEnT4hl6jGjRsTFxfH8ePH6dWrF0lJSRfcplWrVvTu3ZsHH3yQDRs2sGHDBh588EH69etHy5YtXdp++OGHNGjQgD59+hQprpEjR/Lqq6+ycOFCdu7cyYgRI1zeA15SRo0axdKlS4mPj2fTpk2sXLnSZSQBwD//+U9WrFjBtm3bGD58OPXq1Sv0u7dDQkL45Zdf2LVrF8eOHbuoie9EREREKpp7772Xtm3bsnv3bpfy2rVr07lzZzIyMujYsaOHohMpX5R0n4ePjw+WZWFZlluvd1nIHWp+6tQpevbsWajkdt68ebRt25ZevXrRq1cvrrrqKv7zn/+4tMnJyWHOnDkMHz4cLy+vIsU0ZswYhg0bxvDhw4mIiMDPz48BAwYUaR+FkZ2dzWOPPeb8IqFly5ZMmzbNpc2rr77KyJEj6dixIwkJCSxatKjQE6I9+OCDtGzZkk6dOnHZZZexdu3aEj8HERERkfLm119/pWnTpgVOCjx8+HB2797Nxo0b1bstUgQm/zuWywNjjD+QlJSUhL+/v0tdeno68fHxhIaGug0Dl4ohLi6OqKgoTp48SWBgYKkeS/eTiIiIVAbZ2dnceeedLFiwgILyg0mTJjFu3DgPRCZy6UhOTs59c1OAZVnJF2qfq2rphSQiIiIiIpe6/fv3Ex4eXuDjdn5+fvz3v/91eRONiBSNxoWIi9x3mRe0rFmzxtPhiYiIiEgJa9SoUYHl48aNIzk5WQm3yEVST7e42Lx58znrzvUPclnr1q1bgcOeRERERKRwPvjgA6677jquvPJKvLy8iImJ4Z577gGgXr16bN++ncsuu8zDUYpUDEq6xUXuO79FREREpGKKiIhgw4YN1KxZk0OHDhEYGMiwYcP44YcfqFGjBq+99pqnQxSpUJR0i4iIiIhUIm3btmXDhg2kpaVx+eWXc/ToUQDeeecdD0cmUjHpmW4RERERkQrszz//5NlnnwVg/vz5zJs3z1l34sQJsrOzPRWaSKWgpFtEREREpIJ6+umnady4Ma+88grNmjVj0KBBnDlzBoArr7ySs2fP4uXl5eEoRSo2DS8XEREREalg9u/fT+/evdmxY4dLGUCDBg2IjY2lQ4cOngpPpFJRT7eIiIiISAXy0EMPERoa6pJw5+rfvz+HDh1Swi1ShtTTLSIiIiJSAWzdupUuXbo4h4/nFRoaSkxMDN27d/dAZCKVm3q68xg9ejQrV670yLFnzJiBn58fWVlZzrKUlBSqVavGDTfc4NJ2zZo1GGP47bffnGX/+te/8PLy4tVXX3Xb95w5czDGuC0xMTGld0IiIiIiUiZycnJ45JFHaNeunVvCHRISwrJly9izZ48SbhEPUdLtsHDhQqZOncqNN97Io48+yunTp8v0+FFRUaSkpPDjjz86y9asWUNwcDA//PCDyz+gcXFxNGzYkBYtWjjLZs+ezbhx4/jwww8L3L+/vz8JCQkuy9133116JyQiIiIipe6LL74gKCiI999/H8uyXOrq1avHtm3b6Nmzp4eiExFQ0u3Uo0cP5+8zZsygbdu2Zdrr3bJlSxo2bEhcXJyzLC4ujttuu43mzZuzbt06l/KoqCjn+urVq0lLS+Of//wnqampfPfdd277N8YQHBzsstSsWbNUz0lERERESs9NN93EwIEDOX78uFtddHQ0R48excfHxwORiUhelSrpTk1NPedSpYrrpdi3bx833ngjDz/8sLPXOysri9TUVNLS0gq136Lq1q0bq1atcq6vWrWKbt26ERkZ6SzPyMhg/fr1Lkn3rFmzuOuuu6hWrRp33XUXs2bNKvKxRURERKR8adWqlVtZs2bNSExM5P/+7/88EJGIFKRSJd2+vr7nXQrywQcfOHu9Fy5ciK+vL3369HFpExISUuj9nU+3bt1Yu3YtWVlZnD59mp9//pmuXbsSGRnp7AHfsGEDaWlpzqQ7OTmZBQsWMHToUACGDh3K/PnzSU5Odtl3UlKSS2zBwcFFjk9EREREPCcpKYmJEyc616dOnYqfn59zfcqUKezdu5fLLrvME+GJyDlo9vJLSFRUFKmpqfzwww+cPHmSFi1aEBQURGRkJNHR0aSmphIXF0fTpk0JCwsD4KOPPiIsLIx27doB0L59e8LCwvjkk0946KGHnPv28/Nj06ZNzvX8PfsiIiIiculasWIFPXv2xLIs9u3bx8yZMwE4ceIEHTt2ZO3atcXq9BGR0lepku6UlJTz1hf0D9XDDz/Ma6+95pxZPCUlxS1h3bt3b4nEFx4eTuPGjVm1ahUnT54kMjISgODgYEJDQ1m7di2rVq1ymXnyww8/5Ndff6Vq1f/9KXNycpg1a5ZL0l2lShXCw8NLJE4RERERKVvXXXed8/eYmBhGjx5N69atqVq1Klu2bPFgZCJyIZUq6T7fRBL5Zytv1qwZH374oUuCW7VqVZfktjD7LaqoqCji4uI4efIkY8eOdZZHRkaydOlSNmzYwL333gvY72L88ccfiYuLo06dOs62p06domvXrmzbto0rr7yyxGITERERkbIzbtw4/va3vxEQEEDfvn1dZid/9dVX9dy2SDlRqZLu81m+fLnz90cffZRJkya5PCNTVqKionjsscfIzMx09nSDnXQ/+uijpKenO5/nnjVrFp07d6Zr165u+4mIiGDWrFlMmTKlzGIXERERkYu3b98+2rdvz6lTp5g2bRqZmZlkZGQAEBAQwIwZM7jzzjs9HKWIFJYe7HUYMGAAo0aNYsWKFUybNs0jCTfYSXdaWhrh4eHUr1/fWR4ZGcnp06dp3rw5TZo0ISMjg7lz5zJw4MAC9zNw4EDmzp3r/AdaRERERC59zz77LGFhYZw6dQqw35KTkZFBlSpVeOqppzh16pQSbpFyxuQdplJeGGP8gaSkpCT8/f1d6tLT04mPjyc0NJQaNWp4JkCpMHQ/iYiISFmIi4vj7rvv5tChQ251NWrUYNu2bTRv3twDkYlIruTkZAICAgACLMtKvlD7XBpeLiIiIiLiITk5OfTt25clS5a41dWvX5/27dsXWCci5YeGl4uIiIiIeMDatWsJCgpyS6qNMYwaNYo//vhDCbdIBaCebhERERGRMpSens4tt9ziMpFvXp988gmDBw8u46hEpLQo6RYRERERKSPff/89ERER5OTkuNXVq1ePzZs306hRIw9EJiKlpcIOLy+PE8TJpUf3kYiIiJSk9u3bu/3/RZUqVZgyZQpHj9xcVwAAACAASURBVB5Vwi1SAVW4pLtatWoAnDlzxsORSEWQex/l3lciIiIiRfXqq6+SkJAAgLe3NxMnTnTWhYaGkpKSwqhRozwVnoiUsiK9MswY8wzwV+AKIA1YBzxtWdauPG3igMh8m35qWdadedrUBt4GbnUULQL+ZlnWqULGcc5XhgEkJCRw6tQpgoKCqFWrFsaYwp6iCGD3cJ85c4bExEQCAwNp0KCBp0MSERGRcqhFixb8/vvvBAQEkJiYiLe3NwBDhw6lU6dOSrZFypGyemVYJPAe8INj25eBZcaY1pZlpeZpNxN4Ic96Wr79fAQ0Bno71j8A/gPcUsR4ChQcHAxAYmJiSexOKrHAwEDn/fT/2bvz+Kiqw/3jz8lCWMIMskZBZLdsSlkqCIogAcImAqICIvysQl2oSq27FWu1WvfyFSuuBRQFRdEi+2IBBdkJmymiFCWEdYaEkGXm/P5IMk2YoElIcieTz/v1mhfcc+4NT/4Q83DOvRcAAKC4mjdvrqSkJHk8HrVv31579uSsVc2cOdPhZADKS7FKt7W2f/5jY8x4SSmSOkn6Mt/UKWttcmFfwxjTWjllu6u1dl3u2K2SvjLGXJx/1bykjDE6//zzVb9+fWVlZZ3rl0MlFR0drcjISKdjAACACmTbtm36+OOP9fjjj2vatGlatmxZYO777793LhgAx5zr08vdub8eO2N8tDFmjKRDkr6QNMVaezJ3rpskT17hliRr7dfGGI+kyyWdc+nOExkZSWkCAABAuRg7dqxmzJghSXrjjTf0448/Ssp5UNpll12mtWvXOhkPgENKXLpNzo3SL0haba1NzDc1S9I+ScmS2kl6WtKlkuJz5+OUszp+ppTcucL+rBhJMfmGapY0NwAAAFCaEhMTNWDAAP33v/8NjOUV7pYtW2rRokVq2rSpU/EAOOxcVrqnSrpEUo/8g9ba6fkOE40xSZI2GGM6Wms35Z1WyNczZxmXpAcl/ekcsgIAAAClyufzaeTIkZo3b16hrxm94447NHXqVAeSAQglJSrdxpi/K+fJ41daaw/8wumbJGVJapn7+2RJDQo5r55ytqMX5mnlrKrnqSnpl/5cAAAAoEwsW7ZMCQkJQc8PMsaoefPm+uSTT9S2bVuH0gEIJcV6T7fJMVU5rw3rba3dV4TL2kqKlnQw9/grSW5jzG/yfd3LlHN/eKE3ulhrM6y13ryPpJOFnQcAAACUpczMTI0YMUJ9+vQJKtxt27bV2rVrlZSUROEGEFDcle7/kzRK0jWSThpj8u7B9lhr040xzSWNlrRA0hFJbSQ9L2mzpDWSZK3dZYxZKGm6MWZC7vWvS/q8NJ5cDgAAAJSFV199Vffff79SU1OD5po1a6ZNmzYF3sMNAHmKtdIt6XfKWZFeqZyV67zP9bnzmZKulrRIOU8hf0XSYkl9rLW+fF9ntKTtuXOLJW2TdFOJvgMAAACgjHXs2FF33HFHUOE2xuiBBx7Q3r17KdwAClXc93SbX5j/r6SeRfg6xySNKc6fDQAAADilWbNm2rx5c4Gxdu3aaf369apWrZpDqQBUBMVd6QYAAADC3v79+/XXv/41cDx37lzFxOS8wdYYo9mzZ2v79u0UbgC/6FxeGQYAAACEnXfffVfjxo2TJHm9Xj311FOSpAMHDqhfv35at26doqL4MRpA0ZjC3ikY6owxLkkej8cjl8vldBwAAACEkZSUFDVo8L833B46dEj169d3MBGAUOD1euV2uyXJnftWrSJhezkAAAAqvdtvv11er1c//fST+vTpU2Bu6tSpDqUCEA7YFwMAAIBKa9u2beratavS09P13nvvKTU1VT5fzkt36tWrp7lz5+rKK690OCWAioyVbgAAAFQ6fr9ft912mzp06KD09HRJksfjkc/nU1RUlJ555hmlpKRQuAGcM1a6AQAAUKnMmTNHEyZM0PHjx4Pm3G63vv32W+7hBlBqKN0AAACoFDIzM3XFFVdo/fr1QXMNGzZUfHy83n77bQeSAQhnbC8HAABA2Js/f77q1KkTVLijo6M1ZcoUfffddxRuAGWClW4AAACErWPHjikhIaHQ1W1JWrVqlbp161bOqQBUJpRuAAAAhKV58+Zp+PDhstYGzTVu3Fg7duxQbGysA8kAVCZsLwcAAEBY6tmzZ1DhjoqK0uzZs/XDDz9QuAGUC0o3AAAAwsZDDz2ktLQ0SVLt2rU1YcKEwFzHjh11+vRpXX/99U7FA1AJmcK224Q6Y4xLksfj8cjlcjkdBwAAACEgLi5Ohw4dUv369XXo0KHA+LBhwzRq1CiNGDHCwXQAKjqv1yu32y1Jbmutt6jXsdINAACAsNCgQQNJUkpKinr27BkY//jjjyncABxD6QYAAECFtHLlSj377LOSpClTpmj79u2Buc2bNzsVCwAKYHs5AAAAKhS/368BAwZo0aJFkqR69erp8OHDknIelNavXz99/vnnTkYEEIZKur2cV4YBAACgwli9erWGDh2qo0ePBsbyCnenTp20YMEC1a9f36l4ABCE7eUAAAAIeenp6br66qt1xRVXFCjcef76179qw4YNFG4AIYeVbgAAAIS0WbNmaezYsfL7/QXGo6Oj1bx5c61YsUJxcXEOpQOAn8dKNwAAAEJSamqqrr76ao0ZMyaocHft2lWbN2/Wrl27KNwAQhqlGwAAACHniSeeUN26dbV8+fKguc6dO2v16tVq27atA8kAoHjYXg4AAICQ0rRpU33//fdB45GRkXrxxRd11113lX8oACghSjcAAABCSsOGDYNK95VXXqnly5crMjLSmVAAUEJsLwcAAICjtm3bphdeeCFwvGrVqkC5joqK0rJlywqMAUBFwko3AAAAHPPUU0/p4YcfliRZazV58mRFRkZqx44duvXWW/Xll186nBAAzo2x1jqdodiMMS5JHo/HI5fL5XQcAAAAlNDOnTsLPBDt1KlTqlatmoOJAKBwXq9XbrdbktzWWm9Rr2N7OQAAAMqNz+fT+PHjlZmZqT179mjgwIEF5ufOnetQMgAoG2wvBwAAQLlYunSpEhISlJ2drfnz5+v48ePK23XZsGFDLVmyRK1bt3Y4JQCULla6AQAAUKYyMzM1bNgwxcfHKzs7W5J07NgxWWsVExOjt956SwcOHKBwAwhLrHQDAACgzEydOlUPPPCA0tLSguYuuOAC7dmzR7GxsQ4kA4DyQekGAABAqUtNTVXHjh2VlJQUNHfRRRdp9OjR+stf/uJAMgAoX2wvBwAAQKl6++23Vbdu3aDCXb16db388svau3cvhRtApcFKNwAAAErFvn37NGjQIO3cuTNozhijrVu3qkWLFg4kAwDnsNINAACAczZ16lQ1a9as0MLdpk0bZWZmUrgBVEqUbgAAAJyzhISEoLFq1appxYoV2rFjh6Ki2GAJoHKidAMAAKBE7rnnnsArwJo3b65rrrkmMNevXz+dOnVKV111lUPpACA0GGut0xmKzRjjkuTxeDxyuVxOxwEAAKhU/H6/XC6X0tLSdNFFF+n7778PzA0YMEAPPfSQevTo4VxAACgDXq9XbrdbktzWWm9Rr2OlGwAAAMUSERGh8847T5L0ww8/aMyYMYG5BQsWULgBIB9KNwAAAH7RnDlzNG3aNPn9ft111106cOBAYG7ZsmUOJgOA0Mb2cgAAAJxVZmamunfvrg0bNsgYo1q1aun48eOSpCpVquimm27SG2+84XBKACh7bC8HAABAqfr0009Vu3ZtbdiwQZJkrQ0U7t69e+vo0aMUbgD4Bby7AQAAAAUcO3ZM/fr1C5TtM82YMaPAfdwAgLNjpRsAAAABzz//vOrWrRtUuKtWrar27dvr5MmTFG4AKAZWugEAAKCUlBQlJCRo06ZNQXN9+/bVP/7xDzVp0qT8gwFABcdKNwAAQCU3adIkNWzYsNDCPXDgQC1cuJDCDQAlxEo3AABAJVanTh0dO3YsaDwmJkbvvfeehg0b5kAqAAgfrHQDAABUYnXq1AkaGzZsmE6fPk3hBoBSQOkGAACoRJYvX67XX389cLxp0yYZYyTlrG5v3bpVH330kVPxACDsULoBAAAqidtvv11XX321Jk6cqJkzZ0qSYmNjtXTpUg0ZMkSnT5/WJZdc4nBKAAgvxlrrdIZiM8a4JHk8Ho9cLpfTcQAAACqEZcuWqU+fPoHj7OxsRUZGOpgIACoOr9crt9stSW5rrbeo17HSDQAAEKbS09M1duxY+f1+rVu3TjfeeGOB+XXr1jmUDAAqD55eDgAAEIZmzpypm2++WX6/X1988YWOHDkSmGvevLlWr16tuLg4BxMCQOXASjcAAEAYSU1NVa9evXTTTTfJ7/dLUqBwx8bG6rPPPtN//vMfCjcAlBNWugEAAMLEY489pmeffVYZGRlBc7/61a+0detWValSxYFkAFB5UboBAAAquJSUFF166aVKTk4OmmvevLn+8Ic/aOLEiQ4kAwCwvRwAAKACe/bZZ9WwYcOgwl27dm3985//VFJSEoUbABzESjcAAEAFtGXLFl177bX6/vvvg+aio6O1c+dONWjQoPyDAQAKYKUbAACggnnwwQf161//utDCffnllyszM5PCDQAhgtINAABQwQwaNChozO12a+vWrVqzZo0DiQAAZ0PpBgAACHE+n0933HFH4Lh79+7q3r174HjcuHE6ceKELrnkEifiAQB+hrHWOp2h2IwxLkkej8cjl8vldBwAAIAyk5aWpvPOO09ZWVlq06aNduzYEZiLj4/X1KlTdfHFFzuYEAAqB6/XK7fbLUlua623qNex0g0AABDCatSooerVq0uSdu7cqUceeSQwt2TJEgo3AIQ4SjcAAECIefnllzV79mxlZ2frxhtvlMfjCczNmzfPwWQAgOJiezkAAECISE1NVceOHZWUlKSIiAhVr15dqampkqTq1atr8uTJeuKJJxxOCQCVE9vLAQAAKrA333xTdevWVVJSkiTJ7/cHCveIESPk8Xgo3ABQAUU5HQAAAKAy27dvnwYOHKhdu3YFzRljtHTpUvXu3duBZACA0sBKNwAAgEMmT56sZs2aBRVut9utLl26KDMzk8INABUcK90AAADlbN++ferXr19gK3l+119/vV555RXVr1/fgWQAgNLGSjcAAEA5GjNmjFq0aFFo4b7ttts0e/ZsCjcAhBFWugEAAMqBz+dTzZo1lZ6eHjRXo0YNLVmyRN26dXMgGQCgLLHSDQAAUA4iIyMVGxsbNH7HHXcoNTWVwg0AYYqVbgAAgDLy3nvvKSoqSiNHjpQkff3112revLkkyeVyafv27WrcuLGTEQEAZaxYK93GmAeNMd8YY04aY1KMMZ8YYy4+45wYY8zfjTFHjDFpxpj5xphGZ5zT2BjzWe78EWPMK8aYKqXxDQEAAISCoUOHavTo0brxxhu1atUqSVKzZs309ttv69Zbb5XH46FwA0AlYKy1RT/ZmIWSZkv6Rjmr5H+R1F5SG2ttWu450yQNljRO0lFJz0uqLamTtdZnjImUtEXSYUmTJdWR9K6kj621dxUxh0uSx+PxyOVyFTk/AABAeXn33Xc1btw4STlby7Ozs50NBAA4J16vV263W5Lc1lpvUa8r1kq3tba/tfYda+0Oa+1WSeMlNZbUSZKMMW5Jt0iabK1daq3dLGmMcop5n9wv01dSG0ljrLWbrbVLlVO+b80t0wAAABXO4cOHdfPNN0uSvvjiC02aNCkw5/P59N///tepaAAAB53rg9Tcub8ey/21k6RoSYvzTrDW/iQpUdLluUPdJCXmjudZJCkm9/oguVvWXXkfSTXPMTcAAECp+dvf/qYGDRron//8p+rXr68BAwbI681ZBGnXrp3S09N14YUXOpwSAOCEEj9IzRhjJL0gabW1NjF3OE5SprX2+BmnH8qdyzvnUP5Ja+1xY0xmvnPO9KCkP5U0KwAAQFlITk5WQkKCtmzZEhg7fPiwJKlu3br65JNP1L17d6fiAQBCwLmsdE+VdImkG4twrpGU/+bxwm4kP/Oc/J5Wzqp63qfRWc4DAAAoF7fffrsaNWpUoHDn6d69uw4dOkThBgCUrHQbY/4uaYikXtbaA/mmkiVVMcacd8Yl9fW/1e1knbGinXt+tM5YAc9jrc2w1nrzPpJOliQ3AADAudq7d69q1aqladOmyefzFZi7+OKL9dFHH2n16tWKiDjXu/gAAOGguK8MM8aYqZKGSeptrd13xikbJWVJis93zfmS2klamzv0laR2ueN5+krKyL0eAAAgJN13331q1aqVPB5PgfELLrhAn376qXbv3q1hw4Y5lA4AEIqKe0/3/0kaJekaSSeNMXkr1h5rbbq11mOMeVPS88aYo8p5wNpzkrZLWpp77mJJOyXNMMbcp5zXiT0naXpxHrsOAABQXpYsWaIxY8YoJSUlaK5GjRrauXNn3mtkAAAooLj7nn6nnHuqV0o6mO9zfb5z7pH0iaQPJa2RdErSYGutT5Jyfx0o6XTu/Ie55/+hpN8EAABAWRk3bpz69u1baOEeOnSoUlNTKdwAgLMy1p7t2WWhK/e1YR6PxyOXi1d7AwCAsjNnzhyNHDmywNj555+vb775Rg0bNnQoFQCgvHm93rx/ZHUXZ5c2T/gAAADIJz09XXfccUfg+LrrrlPr1q0Dx48++qh++uknCjcAoEhK/J5uAACAcLN//341bdpUfr9fGzdu1Ndffy1J2rlzp6666irNnTtXdevWdTglAKAiYaUbAAAg14UXXqjo6GhJ0rp16zR9+vTA3MqVKyncAIBio3QDAIBK7ZFHHtGSJUt06tQp9evXTxkZGYG5mTNnOpgMABAOeJAaAAColJKTk/XrX/9aycnJioyMVFRUVKBwu1wuPfvss5owYYLDKQEAoYIHqQEAABTR008/rUaNGik5OVmS5PP5lJGRIWOMJk6cqOPHj1O4AQClggepAQCASmPjxo0aNmyY9u/fHzQXFRWlzZs3q127dg4kAwCEK1a6AQBA2PP7/Ro1apQ6d+4cVLgbNGigXr16KSsri8INACh1lG4AABDWNm3apEaNGun9998PmpswYYL27Nmj5cuXO5AMAFAZULoBAEBY8vl8SkhIUKdOnXTw4MGg+SeffFKvvfZa3kNxAAAoE9zTDQAAws6xY8fUoEEDZWdnB83Vrl1b69atU4sWLRxIBgCobFjpBgAAYad27dqqUqVKgTFjjJ544gkdPXqUwg0AKDeUbgAAEBZefPFFLVu2LHC8ePHiwO/j4uJ0/PhxPfroo05EAwBUYmwvBwAAFV737t21du1aRUVFadeuXWrRooW6d++up59+WhkZGfrTn/7kdEQAQCVF6QYAABVe3759tXbtWmVnZ+vSSy9VWlqaJOmBBx5wOBkAoLJjezkAAKhw9u7dq1tuuUWSNHPmTP31r38NzJ0+fVrp6elORQMAoABKNwAAqFDuuecetWjRQm+99Zbq1aunm266SadPn5YxRpdddpkyMjJUrVo1p2MCACCJ7eUAAKCC2Lt3r/r166e9e/cGxo4cOSJJuuiii/TFF1+odevWTsUDAKBQrHQDAICQ5vP5dMMNN6hly5YFCnee4cOH6/vvv6dwAwBCEivdAAAgZG3cuFE9evTQ6dOng+batWun119/Xd26dXMgGQAARcNKNwAACDl+v18333yzOnfuHFS4W7ZsqZUrV2r79u0UbgBAyGOlGwAAhJSZM2fqzjvvlMfjCZqrW7eutm7dyoPSAAAVBivdAAAgZPTv31833XRTUOE2xmjixIk6fPgwhRsAUKFQugEAQMiIj48PGmvRooWOHz+uadOmOZAIAIBzQ+kGAACOOXz4sO68887A8eTJk9WwYcPA8bRp05SUlCS32+1EPAAAzhn3dAMAAEd8/fXXgQehffvtt1q8eLEk6cCBA7rqqqu0cOFCVa1a1cmIAACcM2OtdTpDsRljXJI8Ho9HLpfL6TgAAKAEfD6fqlSpIr/fL0lavHhxodvLAQAIBV6vN2/nldta6y3qdWwvBwAA5WbixInatm2bjhw5om7dugUKtyS99dZbDiYDAKBssNINAADKXFJSkjp37iyv16vo6GhZa5WdnS0p5zVgb775poYMGeJwSgAAzo6VbgAAEHL8fr/uvfdeXXzxxfJ6c34+ycrKUnZ2tiIiIvTII4/o8OHDFG4AQNjiQWoAAKBMLFq0SDfddJMOHz4cNFetWjXt3r1bjRs3diAZAADlh9INAABKld/vV9++fbVs2bKgucaNG6tLly6aO3euA8kAACh/bC8HAAClZtmyZapTp05Q4TbG6P7779fu3bsp3ACASoWVbgAAcM5SU1PVr18/rV27ttD5mTNnatSoUeWcCgAA51G6AQDAOUlMTNSll15a4PVfeRo2bKgtW7aobt26DiQDAMB5bC8HAADnpHXr1oqIKPgjRWRkpF5//XUdOHCAwg0AqNQo3QAAoNgeeOABJSYmSsop2DNmzAjMtWzZUqdOndKtt97qVDwAAEKGsdY6naHYjDEuSR6PxyOXy+V0HAAAKpWLL75Y3377rWJiYpScnKxatWpJku677z796le/0i233OJwQgAASp/X65Xb7ZYkt7XWW9TruKcbAAAUy+WXX65vv/1WGRkZatWqlVJSUiRJf/vb3xxOBgBA6GF7OQAA+Fnr16/XxIkTJUkvvPBCga3kJ06ckM/ncyoaAAAhj5VuAABQKL/fr9GjR2v27NmSpLlz5+ro0aOSpIiICPXp00eLFi1yMiIAACGP0g0AAIJs2LBBgwcPVnJycmAsr3C3bdtWCxcuVKNGjZyKBwBAhcH2cgAAEODz+dSvXz916dKlQOHOM2nSJCUmJlK4AQAoIla6AQCAJGnhwoUaPHiwsrOzC4xHRkaqffv2mjNnjlq0aOFQOgAAKiZWugEAqOROnz6tQYMGKSEhIahwd+jQQevXr9fmzZsp3AAAlAClGwCAMHTPPfdo+fLlv3je3/72N9WuXVv/+te/guaaNWum9evXq2PHjmUREQCASoHSDQBAmJk3b55eeuklXX311frd736nkydPKi0tTcYYGWOUlpYmSerYsaP++Mc/Kj09vcD1EREReuKJJ7R3715FR0c78S0AABA2uKcbAIAw06dPn8DvX3vtNc2cOVP3339/YGzZsmWaP3++atasGXRtp06dtHbtWlWpUqVcsgIAEO6MtdbpDMVmjHFJ8ng8HrlcLqfjAAAQcowxxT5/3rx5uuaaa8ooEQAAFZvX65Xb7ZYkt7XWW9TrWOkGAAA6evSozjvvPKdjAAAQdrinGwAAULgBACgjlG4AAAAAAMoIpRsAgDCzcuVKpyMAAIBclG4AAMJEdna2xowZo169ejkdBQAA5KJ0AwAQBv75z3+qTp06mjVrVomuP3nyZCknAgAAEk8vBwCgQjt9+rS6deumLVu2BM3VqVNHR48eVf369VWvXj21bNlShw8f1t69e5Wdna0jR44Ezl26dKmuvfba8owOAEClQOkGAKCC+vDDDzV+/HidOnWqwHhMTIwef/xxTZ48Wa+++qquvfZaNW7cuMA5+/fv17x589S+fXt99tlnFG4AAMqIsdY6naHYjDEuSR6PxyOXy+V0HAAAylVKSori4+O1bdu2QudXrVqlK6+8spxTAQAQ3rxer9xutyS5rbXeol7HSjcAABXIokWL1L9//0LnWrZsqW3btqlq1arlnAoAAJwND1IDAKAC6dWrl4wxBcaqVKmiTz/9VN9++y2FGwCAEEPpBgAgxE2YMEEHDx6UlFOwn3rqqcDcb37zG506dUpDhgxxKh4AAPgZ3NMNAEAIi4uL06FDh1SjRg15PB5FRkZKkn73u99p4MCBGjRokMMJAQCoHLinGwCAMNSuXTsdOnRIaWlpatOmjfbs2SNJmjZtmsPJAABAUbC9HACAELJgwQLde++9kqQHH3xQy5cvD8zlbTEHAAAVB9vLAQAIAdnZ2erXr1+gZLvdbnk8HklSdHS0RowYoffee8/JiAAAVGpsLwcAoIJatmyZRowYoRMnTgTG8gp3t27dtGDBAtWqVcupeAAA4BywvRwAAIekpqaqW7du6tOnT4HCnefZZ5/V2rVrKdwAAFRgrHQDAOCAd955R7fccov8fn+B8apVq+qSSy7RokWLKNsAAIQBSjcAAOXoxIkTGjRokNasWRM0d+WVV2r69Olq1aqVA8kAAEBZoHQDAFBO7rvvPr3yyivKzMwMmuvSpYtWrFihiAju/AIAIJxQugEAKAdNmzbV999/HzQeHR2t119/XePGjSv3TAAAoOzxz+kAAJSDzp07B43169dP6enpFG4AAMIYpRsAgDLw9ddf64EHHggcz5kzR9WqVZMkRUVF6auvvtLChQsVGRnpVEQAAFAOil26jTFXGmM+M8b8ZIyxxpihZ8y/kzue//P1GefEGGP+bow5YoxJM8bMN8Y0OtdvBgCAUPDcc8+pW7dueuaZZzRp0qTA+P79+zVo0CBlZWWpa9euDiYEAADlxVhri3eBMQmSukvaJOkjSddaaz/JN/+OpAaSxue7LNNaeyzfOdMkDZY0TtJRSc9Lqi2pk7XWV4QMLkkej8cjl8tVrPwAAJS1lJQUNWjQIHB86NAh1a9f38FEAADgXHm9XrndbklyW2u9Rb2u2Cvd1tovrLWPWGs//pnTMqy1yfk++Qu3W9ItkiZba5daazdLGiOpvaQ+xc0DAIDTMjMzdc0118jr9Wrbtm3q2LFjgfm5c+c6lAwAADitrJ5efpUxJkXSCUmrJD1srU3JneskKVrS4ryTrbU/GWMSJV0uadGZX8wYEyMpJt9QzTLKDQBAsXzxxRcaPHiwfD6fzj//fKWnpytvF1nz5s21dOlSNWnSxNmQAADAMWXxILUvJI2W1FvSZEldJC3PLc6SFKec7ebHz7juUO5cYR6U5Mn3OVDaoQEASaSWcgAAIABJREFUKI7Tp09rwIABGjBggHy+nDujTp06JWutqlWrptmzZ+s///kPhRsAgEqu1Fe6rbUf5DtMNMZskPSDpIGSfm5LupF0thvMn5b0Qr7jmqJ4AwAc8swzz2jKlClKT08PmmvUqJGSkpJUtWpVB5IBAIBQU1bbywOstQeNMT9Iapk7lCypijHmvDNWu+tLWnuWr5EhKSPv2BhTVnEBADirEydOqFOnTvruu++C5lq3bq3Ro0fr4YcfdiAZAAAIVWX+nm5jTB1JF0o6mDu0UVKWpPh855wvqZ3OUroBAHDaq6++qgYNGgQV7po1a+q1115TYmIihRsAAAQp9kq3MSZWUot8Q02NMR0kHcv9PK6cV4kdlNRE0lOSjkiaJ0nWWo8x5k1JzxtjjuZe85yk7ZKWlvQbAQCgLOzevVsDBw4sdHU7IiJCGzduVMuWLQu5EgAAoGQr3Z0lbc79SDn3Wm+W9IQkn3Je/fWppG8lvZv7azdr7cl8X+MeSZ9I+lDSGkmnJA0uyju6AQAoL9OnT1fr1q0LLdydOnVSRkYGhRsAAPwsk/dak4rEGOOS5PF4PHK5XE7HAQCEqWPHjqlOnToFxmrUqKGlS5eqa9euDqUCAABO8Hq9crvdkuS21nqLel2Z39MNAEBF4fP5NHr0aKWlpUmSateurbvvvjswP2TIEKWmplK4AQBAkbHSDQCAJGutXC6XUlNTVatWLR0//r8XbIwbN06TJk1Sx44dHUwIAACcxEo3AADnwBijiy66SFLOq8GuuuqqwNw777xD4QYAACVC6QYAVFrvvPOOHnvsMfn9fv32t7/Vjh07AnN79uxxMBkAAAgXbC8HAFQ6p0+fVrdu3bRlyxZJOQ9Hy7uPu2rVqpowYYJeeuklJyMCAIAQw/ZyAACK4IMPPlDt2rUDhVtSoHAPGDBAx48fp3ADAIBSE+V0AAAAykNycrLi4+OVmJhY6Pz777+vG264oZxTAQCAcMdKNwAg7D311FM6//zzgwq3y+XSFVdcofT0dAo3AAAoE6x0AwDC1oEDB5SQkFDo6vagQYM0bdo0NWrUyIFkAACgsqB0AwDC0rhx4zRz5kz5fL6guQEDBmj+/PkyxjiQDAAAVCaUbgBA2KlTp46OHTsWNF6tWjV9/PHH6t+/vwOpAABAZcQ93QCAsNOqVaugsTFjxujUqVMUbgAAUK4o3QCACu/zzz/Xn//858Dx6tWrFRWVs5mrWrVq2rNnj2bMmOFUPAAAUImxvRwAUKHdfffdevnllyVJERERevjhhxUZGanExEQ98cQTmjVrlsMJAQBAZWastU5nKDZjjEuSx+PxyOVyOR0HAOCgxMREtW/fPnB86tQpVatWzcFEAAAgHHm9XrndbklyW2u9Rb2O7eUAgAolNTVVAwcOVGZmplauXKmePXsWmF+xYoVDyQAAAIKxvRwAUGG88847+n//7//JWqvatWsrLS0tMNeuXTv9+9//Vq1atRxMCAAAUBClGwAQ8k6cOKEBAwboq6++CozlFW632605c+YoPj7eqXgAAABnRekGAIS0e++9V1OnTlVWVlbQXNu2bbVly5bAk8oBAABCDT+lAABC0oEDB9SpUyelpKQEzV1yySWaPHmyxo4d60AyAACAouNBagCAkDNlyhQ1adIkqHDXq1dPH3zwgbZs2ULhBgAAFQIr3QCAkPH1119r+PDh+umnn4LmoqOjtWPHDtWrV8+BZAAAACXDSjcAICT86U9/Urdu3Qot3H379lVmZiaFGwAAVDiUbgBASChsu3idOnW0Z88eLVq0yIFEAAAA547SDQBwRGZmpkaOHKns7GxJUvPmzXXDDTcE5m+77TYdOXJErVq1cioiAADAOeOebgBAucvMzFRsbKyysrL05ZdfKjk5WZL0/vvvS5KefvppNWnSxMGEAAAApYOVbgBAuatSpYrq1KkjSTp06JDGjBkTmHv//fcp3AAAIGxQugEA5eKZZ57Ryy+/rMzMTA0dOjSwui1JGzZscDAZAABA2THWWqczFJsxxiXJ4/F45HK5nI4DAPgZx44dU+fOnbVv3z5JUtWqVXX69GlJUs2aNfXII4/oj3/8o5MRAQAAfpHX65Xb7ZYkt7XWW9TrWOkGAJSZqVOnKi4uLlC4JQUK90033aRjx45RuAEAQFjjQWoAgFK3a9cuDRw4sEDZzhMREaEVK1boyiuvdCAZAABA+WKlGwBQqu666y61adMmqHDXrl1b8fHxysjIoHADAIBKg5VuAECp2LVrlxISEvTDDz8EzY0dO1YvvPBC4InlAAAAlQWlGwBwTnw+n6699lp9/vnnKuzhnL/97W81ffp0B5IBAAA4j9INACgxn8+n2NjYwMPR8nO73Vq+fLk6duzoQDIAAIDQwD3dAIASi4yMVKNGjYLG77vvPp04cYLCDQAAKj1WugEAxfLmm28qLS1NkyZNkiRt3rxZbrdbfr9f5513nnbu3Km4uDiHUwIAAIQGSjcAoMhGjhypOXPmSJJq1qyp8ePHKzY2VkuWLNH8+fP10ksvOZwQAAAgtJjCHnoT6owxLkkej8cjl8vldBwAqDQWLVqk/v37B46zs7MVGRnpYCIAAIDy4fV65Xa7JcltrfUW9Tru6QYAnNWPP/6ohIQE+f1+zZs3T8OHDw/MGWO0e/duB9MBAACEPraXAwAK9eSTT+rRRx+VlPMk8tTU1MBc165d9e9//1tRUfxvBAAA4Ofw0xIAoIADBw6oX79+2rlzZ2Asr3DHxcXps88+U+fOnZ2KBwAAUKGwvRwAEDB27Fg1adKkQOHO07NnT/34448UbgAAgGKgdAMAtGvXLtWsWVMzZsyQz+crMNepUyctXrxYK1euVEQE/9sAAAAoDn56AoBKzO/36/bbb1fbtm0L3LMtSY0bN9bChQu1YcMGxcfHO5QQAACgYuOebgCopObPn69x48bp+PHjQXM1atTQjh07FBsb60AyAACA8MFKNwBUQrfeequuueaaQgv36NGjlZqaSuEGAAAoBZRuAKiExo0bFzR24YUXKiUlRTNnziz/QAAAAGGK0g0AlYDH49GIESMCx927d1fv3r0Dx3/+85+1f/9+1atXz4l4AAAAYYt7ugEgzB09elT169eX3+9Xs2bN9N1330mSli1bpuuvv17/+Mc/VKtWLYdTAgAAhCdWugEgzNWpU0fVq1eXJO3bt08PPfRQYO6DDz6gcAMAAJQhSjcAhKG7775bM2fOlNfrVc+ePQu8DuzLL790MBkAAEDlwvZyAAgjBw4cUMeOHXX48GEZYxQVFaWsrCxJOSveL7/8skaPHu1wSgAAgMqDlW4ACBOPPfaYmjRposOHD0uSrLXKysqSMUb33nuvUlJSKNwAAADljJVuAKjg1qxZoxEjRig5OTloLjo6Wlu2bFGbNm0cSAYAAABWugGggvL7/RoxYoR69OgRVLgbNmyoa6+9VpmZmRRuAAAAB1G6AaACWrduneLi4vTRRx8FzU2aNEm7d+/Wxx9/7EAyAAAA5Mf2cgCoQDIzMxUfH3/WJ5BPmTJFjz32WDmnAgAAwNlQugGggkhPT5fL5VJ2dnbQXIMGDbRhwwY1atTIgWQAAAA4G7aXA0AFUa1aNdWqVavAWEREhJ577jklJydTuAEAAEIQK90AEMKefPJJNW3aNPCqrw0bNqhJkyaSch6Wtnv3bsXGxjqYEAAAAD+H0g0AIeqKK67Q6tWrZYzRBRdcoF69eumiiy7Su+++q0OHDum+++5zOiIAAAB+gbHWOp2h2IwxLkkej8cjl8vldBwAKBOvv/66JkyYIEmKjIws9F5uAAAAlA+v1yu32y1Jbmutt6jXcU83AISInTt3asiQIZJyCvddd90VmLPW6sSJE05FAwAAQAmxvRwAQsAdd9yhV199VZJUs2ZNpaamSpKMMYqPj9e//vUvRUXxVzYAAEBFw09wAOCgHTt2aMCAAdq/f39gLK9wt2jRQgsXLlTz5s2digcAAIBzxPZyAHCAz+fToEGD1L59+wKFO8/111+vpKQkCjcAAEAFx0o3AJSztWvXqlevXsrMzCwwboxR165d9dprr+mSSy5xKB0AAABKEyvdAFBOsrOzNXLkSHXv3j2ocLdu3Vpr1qzR2rVrKdwAAABhhJVuACgH//jHP/SHP/whcL92fvXq1dPmzZsVExPjQDIAAACUJVa6AaCMDRw4UBMnTgwq3BEREbr33nuVkpJC4QYAAAhTlG4AKGPjxo0LGmvbtq1SU1P1/PPPl38gAAAAlJtil25jzJXGmM+MMT8ZY6wxZugZ88YY83jufLoxZqUxpu0Z55xnjJlhjPHkfmYYY2qd6zcDAKHgxx9/1PXXXx84vu6669ShQwdJOQ9Le+utt5SYmKhq1ao5FREAAADlpCQr3TUkbZV051nm/yjp3tz5LpKSJS0xxtTMd857kjpI6p/76SBpRgmyAEBI2bFjhxo1aqQPP/xQ7dq1C4xv3rxZN9xwgzIzMzV+/HgHEwIAAKA8GWttyS82xkq61lr7Se6xkfSTpJestc/kjsVIOiTpfmvtP4wxrSXtlNTVWrsu95yukr6S9Ctr7Z4i/LkuSR6PxyOXy1Xi/ABQ2qy1iomJUVZWliTpjTfe0C233OJwKgAAAJwrr9crt9stSW5rrbeo15X2Pd1NJcVJWpw3YK3NkLRK0uW5Q90kefIKd+45X0vy5DsHACqM0aNHa9GiRUpOTtavf/3rQOGWpIULFzqYDAAAAE4r7VeGxeX+euiM8UOSLsp3Tkoh16bku76A3NXy/I/2rVnYeQBQnnbs2KGuXbsqNTVVs2fPliT5/X5J0gUXXKAZM2aod+/eTkYEAACAw8rq6eVn7lk3Z4wVtqf9zHPye1A5K+F5nwPnGhAASsrv9+v2229X+/btA68B8/v98vv9ioqK0lNPPaUff/yRwg0AAIBSX+lOzv01TtLBfOP19b/V72RJDQq5tp6CV8jzPC3phXzHNUXxBuCAefPm6ZZbbtHx48eD5qpXr67//Oc/Ov/88x1IBgAAgFBU2ivd+5RTquPzBowxVST1lLQ2d+grSW5jzG/ynXOZJHe+cwqw1mZYa715H0knSzk3APys7Oxs9ezZU8OGDQsq3C1atNC4ceOUlpZG4QYAAEABxV7pNsbESmqRb6ipMaaDpGPW2v3GmJckPWSMSZKUJOkhSaeU85owWWt3GWMWSppujJmQ+zVel/R5UZ5cDgDlbcGCBbrxxhvl9RZ8SGVERIQeffRRPfjgg4qJiTnL1QAAAKjMSrK9vLOkFfmO87Z9vytpnKRnJVWT9Kqk8yStk9TXWpt/dXq0pFf0v6ecz9fZ3/sNAI7weDzq3bu3Nm3aVOj822+/rbFjx5ZzKgAAAFQk5/Sebqfwnm4AZW3//v1q0qSJCvs7smnTptq2bZtiY2MdSAYAAAAnhMp7ugEgLDRu3FhVq1YtMBYVFaVZs2bpu+++o3ADAACgSCjdAJDrzjvv1NKlSwPHq1atCvy+TZs2On36tEaNGuVENAAAAFRQbC8HAEmtW7fW7t27FRkZqT179qh58+aSpJdeeklxcXG64YYbHE4IAAAAJ7G9HADOwbXXXitJ8vl8uuSSSwLjd999N4UbAAAAJUbpBlApffnllxo+fLgk6S9/+YueffbZwFx2drZ8Pp9T0QAAABBGSvLKMACosPx+v6677jp9/PHHkqSaNWsqNTVVkhQZGalhw4bpww8/dDIiAAAAwgilG0ClsWbNGg0dOlRHjhwJjOUV7g4dOuiLL75QXFycU/EAAAAQhtheDiDsZWZmqkePHurRo0eBwp3n7rvv1ubNmyncAAAAKHWsdAMIa/Pnz9ewYcOC7tGOjo5Wt27dNGvWLDVq1MihdAAAAAh3lG4AYenUqVMaMmSIli1bFjT3m9/8Rm+++abatWvnQDIAAABUJmwvBxB2pkyZotq1axdauJs3b661a9dSuAEAAFAuWOkGEFY6d+6sjRs3Bo1HRkbqueee09133+1AKgAAAFRWlG4AYWXUqFFBpbt79+5atWqVIiMjHUoFAACAyort5QAqtO3bt2vUqFGB43vvvVdNmzaVJEVERGjRokVavXo1hRsAAACOYKUbQIW1cOFCJSQkSJJ++OEHrVmzRpL03XffafTo0Zo1a5aT8QAAAAAZa63TGYrNGOOS5PF4PHK5XE7HAeAQn8+nKlWqyO/3S5IWL16s+Ph4h1MBAAAgHHm9XrndbklyW2u9Rb2O7eUAQsI999yj5cuX/+w5Pp9PCQkJ2rZtm5KSktSqVatA4ZakBQsWlHVMAAAAoFhY6QbguHnz5mnYsGGSpMsvv1zTp09Xw4YNVatWLUnSiRMntGzZMo0cOVI+n0/GGElS3t9fzZs316effqq2bds68w0AAAAg7JV0pZt7ugE4rk+fPoHf571D+7rrrguMdenSRUlJSYHjvLIdExOjqVOn6re//W35hQUAAACKgZVuACEhb/W6qGrXrq0ffvhBsbGxZZQIAAAA+B9WugFUKkePHnU6AgAAAPCLeJAaAAAAAABlhNINAAAAAEAZoXQDcNxXX33ldAQAAACgTFC6ATjup59+KvY1J0+eLIMkAAAAQOmidANwxPPPP6/ExERJ0vDhwzVgwIDAXFRUlNq2bauhQ4eqe/fuiouLU926dQtcv3Tp0nLNCwAAAJQErwwDUO46d+6sjRs3Kjo6WikpKapVq5YkacqUKTpy5Ijuu+8+NW7cuMA1+/fv17x589S+fXt99tlnevHFF52IDgAAgEqqpK8Mo3QDKHc33nijZs+eLUmqW7euDh8+7HAiAAAA4OeVtHSzvRxAmTt27Jgef/xx+f1+/f73v9cHH3wQmMvIyHAwGQAAAFC2KN0AytQzzzyjunXrasqUKapZs6ZeeeUVWWsVExOjCRMmyOst8j8SAgAAABVOlNMBAIQnr9erhIQErV27NjB26tQpSdJVV12lzz77TLGxsU7FAwAAAMoFK90ASt1zzz2n+vXrFyjceV588UWtWLGCwg0AAIBKgZVuAKXm+PHjatu2rQ4ePFhgvHr16urRo4c++ugjyjYAAAAqFVa6AZSKN954Q3FxcUGFu0+fPkpMTNSiRYso3AAAAKh0WOkGcE5+/PFHDRkyRJs2bQqa69KlixYvXixjjAPJAAAAAOex0g2gxB599FE1atQoqHDHxMRo9uzZWr9+PYUbAAAAlRor3QBK7OTJk0Fj11xzjT755BMH0gAAAAChh5VuAMWyfv36wO9feuklVa1aVZJUpUoVbd68mcINAAAA5EPpBlAkKSkpqlu3ri677DINHjw4MH7y5EmNHz9eGRkZ6tChg4MJAQAAgNBjrLVOZyg2Y4xLksfj8cjlcjkdB6gUvF6v3G534HjHjh1q06aNg4kAAACA8pPv52G3tdZb1OtY6QZwVvv27dPBgwf1zTffqFWrVgXmFi5c6FAqAAAAoOLgQWoACnXbbbdp+vTpioqKUnZ2dmC8Xbt2WrJkieLi4hxMBwAAAFQMlG4ABRw4cEB9+/bVrl27JClQuGvUqKFZs2bpmmuucTIeAAAAUKGwvRxAwJNPPqkmTZoECneexo0b69ixYxRuAAAAoJhY6QagxMRE9ejRQx6Pp8B4p06ddPPNN+uuu+5yKBkAAABQsbHSDVRyTz75pC699NIChdvlcuntt9/WN998Q+EGAAAAzgEr3UAltW/fPvXr109JSUkFxiMiIrRu3Tr96le/cigZAAAAED5Y6QYqoVGjRqlZs2ZBhbtnz57y+XwUbgAAAKCUGGut0xmKzRjjkuTxeDxyuVxOxwEqFJ/Pp+joaOX/b9/lcmnVqlXq0KGDg8kAAACA0OX1euV2uyXJba31FvU6VrqBSiIrK0uSFBkZqUceeSQwPmLECHk8Hgo3AAAAUAa4pxsIc+vXr1fv3r2VnZ2ttLQ0RUZG6oknnlBGRobGjh2rtm3bOh0RAAAACFtsLwfCXM+ePfXll19Kki688ELt37/f4UQAAABAxcP2cgABmZmZys7O1ujRowOFW/rfFnMAAAAA5YPSDYSZwYMHKyYmRrGxsXrvvfckSTVq1NDDDz+sgwcPOpwOAAAAqFy4pxsIEzt27FB8fHygWGdkZEiShg0bpvfff19VqlRxMh4AAABQKbHSDVRwfr9fv//979W+ffuglew5c+boo48+onADAAAADmGlG6jAVq5cqf79+wdWtSWpWrVqio+P10cffaSoKP4TBwAAAJzESjdQAfn9ft11113q1atXgcI9dOhQfffdd/r0008p3AAAAEAI4KdyoILZsmWL4uPjdeTIkQLjAwcO1Lx58xxKBQAAAKAwlG6ggvD5fIqPj9eKFSsKjNeoUUMLFizQlVde6VAyAAAAAGfD9nKggrj//vuDCvett96q1NRUCjcAAAAQooy11ukMxWaMcUnyeDweuVwup+MA5cYYI0mqWrWqdu7cqaZNmzqcCAAAAKgcvF6v3G63JLmttd6iXsdKNxCiPv/8c1WtWlXjx48PjCUnJ+vOO+9Ueno6hRsAAACoAFjpBkJQVlZWgXdrHzp0SPXr13cwEQAAAFC5sdINhIlFixapXr16Bca+/PJLh9IAAAAAOBc8vRwIAT6fT5dddpkSExMLvHe7S5cuWr58uWJjYx1MBwAAAKCkWOkGHLZ69WpVr15dGzduDBTuOnXq6N///rfWr19P4QYAAAAqMFa6AYdkZ2dr1KhRmjNnToHxdu3aaevWrYqI4N/EAAAAgIqOn+oBB8yePVtVq1YtULhbt26tuXPnavv27RRuAAAAIEyw0g2Uo+zsbPXt21crVqwIjMXExGjmzJkaMWKEg8kAAAAAlAVKN1BOli9frv79+ysrKyswFhkZqQMHDqhu3boOJgMAAABQVtjDCpSxzMxMNWvWTFdffXWBwj148GBlZ2dTuAEAAIAwxko3UMZq1Kih7OzswHGtWrW0detWNW7c2MFUAAAAAMpDqa90G2MeN8bYMz7J+eZN7jk/GWPSjTErjTFtSzsHECqGDx8e+P2dd96p48ePU7gBAACASqKstpfvkHR+vk/7fHN/lHSvpDsldZGULGmJMaZmGWUBytX//d//FdgyPnv2bI0dO1YHDx7U3//+dweTAQAAAChvZbW9PNtam3zmoDHGSLpb0l+stR/njt0s6dD/b+/+g+Qqy0SPfx/ygw1kMiE/hiEb47AWlWjIFcFFMSugAYGlcouJ3EJ3q8SSYjexuEK8eqOUYRcslGupyay7ElRK0VWzEhg1rBEYUsQFshQk2UuQmNULMhASAqzOTBJIMsl7/+gzQ09n8rt7TnfP91N1Kn3e8/bJc86TtztPn1/AXwF3VCgeaUhcffXVfP/73wdg+vTpbN68GYC77rorz7AkSZIk5aRSR7rPyE4ffy4ilkfEn2XtpwPNwAN9HVNKu4E1wPsOtrKIODEixvVNgEfFVVV27drFpZde2l9wA+zYsSPHiCRJkiRVg0oU3Y8DHwMuAa6lUGQ/FhETs9dQOLJd7OWiZYP5PNBVNL1YzoClY7Vjxw6ampoYP348999/PwANDQ20tbWxZcuWnKOTJEmSlLeyF90ppVUppXtSShtTSh3A5dmiq4u7lbwtBmkr9mWgsWiaWq54pWP14x//mIaGBl555RX27t1LRHDttdfyxz/+kU996lN5hydJkiSpClT8kWEppZ0RsRE4A/hp1twMbC3q1sSBR7+L17Eb2N03X7g0XMrHrl27OP/881m3bt2A9kceeYT3ve+gV0lIkiRJGoYqdU13v4g4EXg7hSL7OQp3K7+4aPlo4ALgsUrHIh2v66+/nrFjx/YX3BHBhRdeSErJgluSJEnSAcp+pDsivgqsBDopHMH+AjAOuCullCJiKXBjRPwW+C1wI7AL+FG5Y5HKZdeuXTQ1NbFz587+thkzZvDoo48yYcKEHCOTJEmSVM0qcaR7KvBjYDNwL7AHeG9K6fls+VeApcA3gSeBPwU+lFLqqUAs0nG7+eabOfnkkwcU3HPnzmXTpk0W3JIkSZIOKVI61P3LqlP22LCurq4uxo0bl3c4qlPbt2+npaWF119/vb9t9OjRbNiwgXe84x05RiZJkiRpqHV3d9PY2AjQmFLqPtL3VfyabqkWrV69mlNPPXVAwT1//nx2795twS1JkiTpiFX87uVSLbrgggv6X48ePZqtW7d6KrkkSZKko+aRbtW9hQsXsnr1atra2ujs7KS3t5cVK1awYsUKent76ezspK2tjbPPPptzzz0XgBEjRnDHHXdw9dVXs3v3bgtuSZIkScfEa7pV19rb25k3b17/fEtLC4sXL+aaa64B4M477+SWW27h+eef7++zfPlyrrrqqiGPVZIkSVL1OtZrui26Vdd6enoO+DcyatQo9u7dCxSes106Bn75y19yySWXDFmMkiRJkqqfRbd0EBFxVP1rcUxIkiRJqizvXi5JkiRJUpWx6JYkSZIkqUIsuiVJkiRJqhCLbtW1O+6446jf09PTU4FIJEmSJA1HFt2qS7t27eKtb30r8+fPH9B+yimnMH369P75pqYmJk2aNKBPR0fHkMQoSZIkqf6NzDsAqdyuvfZavvOd7wxoa2lp4YYbbqC1tZVp06YNWNbZ2Ul7ezuzZs1i5cqVtLa2DmW4kiRJkuqYjwxTXWlsbKS7+827948ePZr169czc+bMHKOSJEmSVOt8ZJgEzJgxo//1pZdeyu7duy24JUmSJOXGols17Re/+AXnnntu//zjjz/OzJkzWbduHatWrcoxMkmSJEmy6FYN++xnP8vll1/OE088wZw5c/rbn376ac4+++wcI5MkSZKkAotu1aRbb72Vr33ta/3zjz/+eI7RSJIkSdLgvHu5asaWLVs4//zz2bt3Ly+88AIAEcHcuXP52c9+lnN0kiRJknQgj3SrJtx6663Fd0OKAAATc0lEQVRMnTqVZ599tr/gPuuss9i2bZsFtyRJkqSqZdGtqrZp0yZaWlr4whe+MKD9lltuYcOGDTQ1NeUUmSRJkiQdnqeXqyrt27ePOXPmsGbNmgHtEydO5NFHH2X69Ok5RSZJkiRJR84j3ao6Dz30EGPGjBlQcDc1NfHoo4/y6quvWnBLkiRJqhke6VbV2LFjB/PmzePBBx8c0H766afz61//mjFjxuQUmSRJkiQdG490qyosWrSI8ePHH1Bwf+xjH+PZZ5+14JYkSZJUkzzSrdzNnz+fO+64Y0Bbc3MzGzZsoLm5OaeoJEmSJOn4eaRbuVuyZMmA+ZtuuomtW7dacEuSJEmqeRbdGnIrV65k8uTJbNiwAYAxY8Zw9913M2HCBF544QVuvvnmnCOUJEmSpPKIlFLeMRy1iBgHdHV1dTFu3Li8w9FR2LlzJ2PHju2f7+3tZcSIETlGJEmSJEmH193dTWNjI0BjSqn7SN/nkW4Nmf379/O5z31uQNvixYtzikaSJEmSKs8bqamiOjs7Oe+885gxYwbPPPMM27Zt61923XXX8aUvfSnH6CRJkiSpsiy6VTG33XYbN954IyklXnrppf72D3zgA/z85z8fcJq5JEmSJNUji26V3aZNm7j88st57rnnBrRHBD/5yU+48sorc4pMkiRJkoaWRbfKZt++fVx44YU88sgjByybMGECmzdvZtKkSTlEJkmSJEn58EZqKov777+f8ePHH1Bwv/vd72bjxo289tprFtySJEmShh2Lbh2XHTt2cNFFF3HppZeyY8eOAcsWLVrE2rVrOfPMM3OKTpIkSZLyZdGtARYuXMjq1auPqO9nPvMZGhsbeeihhw5YduONN3LbbbcxcqRXMEiSJEkaviKllHcMRy0ixgFdXV1djBs3Lu9w6kZ7ezvz5s0DYP78+XzlK1/hhBNO6L/L+I4dOzj55JMB2LZtG6eddtoB65gxYwbr169nzJgxQxe4JEmSJFVYd3c3jY2NAI0ppe4jfZ9HutXvoosu6n+9bNkypkyZwpIlS/rbOjo6+MQnPkFbWxvPPPNM3z84oHBn8mXLlrFp0yYLbkmSJEnKeKRbA0TEUfVvaGjgpJNO4ne/+53P3ZYkSZJUt471SLcX3Oq4bNmyhYaGhrzDkCRJkqSq5OnlOi4W3JIkSZJ0cBbdkiRJkiRViEW3+vX09OQdgiRJkiTVFYtuAfDUU0/xtre9Le8wJEmSJKmuWHQPc/v27WP27Nm8853v5JVXXjnq93t0XJIkSZIOzqJ7GFu1ahUTJ07kscceG3T55MmTmTlzJldccQWzZ8+mubmZSZMmDejT0dExFKFKkiRJUk3ykWHD0GuvvcaVV17Jww8/fMCy0aNH09HRwfr162ltbWXatGkDlnd2dtLe3s6sWbNYuXIlra2tQxS1JEmSJNWeSCnlHcNRi4hxQFdXVxfjxo3LO5ya8ulPf5olS5YMumz8+PFs3LiRqVOnDnFUkiRJklTduru7aWxsBGhMKXUf6fs8vXyYufvuuw9oGzFiBN/61rf4wx/+YMEtSZIkSWVk0V3n9u3bx29+85v++SeeeGLA8tmzZ/PGG29w7bXXDnVokiRJklT3LLrr2H333cdJJ53EmWeeycsvvwxAc3Mz3/3udxk1ahT33HMPjzzyCCNHemm/JEmSJFWCRXcd2717N3v27GHfvn1MmTKlv/3jH/84e/bsYd68eTlGJ0mSJEn1z6K7RixcuJDVq1cftt99990HQG9vL+3t7f3t+/fv5/bbb69YfJIkSZKkA1l014D29naWLl3KnDlzWLBgAT09PezcuZOIICLYuXMnzz//PKeeeipz587lkksuYcKECfzwhz8E4IQTTuC6665jwYIFOW+JJEmSJA0vPjKsBvT09AzYzrFjx7Jo0SIWL14MwEc/+lGWL1/OYLlsbW1l+fLljB49esjilSRJkqR6c6yPDLPorhERcVT9R44cya9+9SvOO++8CkUkSZIkScPHsRbd3ra6Tm3fvp1TTjkl7zAkSZIkaVjzmu46ZcEtSZIkSfmz6JYkSZIkqUIsumtAT09P3iFIkiRJko6BRXcN8PnakiRJklSbvHt5jTjppJN4/fXXj7h/d3c3DQ0NFYxIkiRJkoaPY717uUe6h9jChQtZvXo1bW1tdHZ20tvby4oVK1ixYgW9vb10dnbS1tbGZZddRktLS//7du3axeTJkwFoampi5syZXHHFFcyePZvm5mYmTZo04O/p6OgYys2SJEmSJA3CI91DqL29nXnz5vXPt7S0sHjxYq655hoA7rzzTr74xS/y+9//vr9Pa2sr9957b/98W1sbra2tTJs2bcC6Ozs7aW9vZ9asWaxcuZIlS5ZUdmMkSZIkaRg51iPdFt1DqKen54B4R40axd69ewE44YQT2L9//4Dlp59+Os8+++yQxShJkiRJOpCnl1eZvtPIiw12jXVfwQ0cUHADFtySJEmSVMMsuiugvb2dpUuXMmfOHBYsWEBPTw87d+4kIvIOTZIkSZI0hCy6K+Ciiy7qf71s2TKmTJniNdaSJEmSNAx5TXeFlOuodi3mR5IkSZLqjdd056z0UWDl0tPTU7Z1SZIkSZKGlke6y2CwR4EVP/brSDU1NbF//35effXV/rZ7772X1tbWcoQpSZIkSTpGx3qke2TlQho+iq/hBo6p4O778aP0edsW3JIkSZJUuzzSXSbHew13LeZBkiRJkoaLmrymOyI+GRHPRcQbEbEuIt6fZzySJEmSJJVTbkV3RFwFLAVuBd4F/BuwKiKm5RVTnrxhmiRJkiTVnzyPdH8auDOl9J2U0qaU0g3AC8CCHGMaMpMmTRow39HRkVMkkiRJkqRKyeVGahExGjgHuK1k0QPA+wbpfyJwYlFTQ+WiO3rHcpR6zZo1PPjgg94wTZIkSZLqWF53L58EjABeLml/GWgepP/ngb+rdFDHqvQo9aRJk5g4cSKbN28GBn8U2ObNm7n++usB+OAHPzh0wUqSJEmShkzejwwrvWV3DNIG8GXg60XzDcCLlQrqaLW2tnLDDTcwd+5cNm7cSGtrK9OmDbw03UeBSZIkSdLwk8sjw7LTy3cB/yOl1F7U3gaclVK64DDvr7pHhkmSJEmS6ldNPTIspbQHWAdcXLLoYuCxoY9IkiRJkqTyy/P08q8DP4iIJ4G1wN8A04BlOcYkSZIkSVLZ5FZ0p5T+JSImAjcBpwFPA3+ZUno+r5gkSZIkSSqnXG+kllL6JvDNPGOQJEmSJKlScrmmW5IkSZKk4cCiW5IkSZKkCrHoliRJkiSpQiy6JUmSJEmqEItuSZIkSZIqxKJbkiRJkqQKseiWJEmSJKlCLLolSZIkSaoQi25JkiRJkirEoluSJEmSpAqx6JYkSZIkqUIsuiVJkiRJqhCLbkmSJEmSKsSiW5IkSZKkCrHoliRJkiSpQiy6JUmSJEmqkJF5B3A8uru78w5BkiRJkjQMHGv9GSmlModSeRHxp8CLecchSZIkSRp2pqaUthxp51otugOYAvTkHcsgGij8IDCV6oxvuDM/1cvcVDfzU93MT/UyN9XN/FQvc1PdhnN+GoCX0lEU0jV5enm2gUf8y8JQKvweAEBPSsnz36uM+ale5qa6mZ/qZn6ql7mpbuanepmb6jbM83PU2+uN1CRJkiRJqhCLbkmSJEmSKsSiu/x2Azdnf6r6mJ/qZW6qm/mpbuanepmb6mZ+qpe5qW7m5yjU5I3UJEmSJEmqBR7pliRJkiSpQiy6JUmSJEmqEItuSZIkSZIqxKJbkiRJkqQKsegus4j4ZEQ8FxFvRMS6iHh/3jHVu4j4+4hIJdO2ouWR9XkpIl6PiIcjYmbJOk6JiB9ERFc2/SAixg/91tS2iDg/IlZm+zpFxBUly8uSi4iYFRFrsnVsiYibIiKGYhtr2RHk53uDjKV/L+lzYkR8IyJejYidEfHziJha0mda9vfszPr9Q0SMHoptrFUR8fmIeCIieiJie0T8NCKml/Qpy76PiAuy76c3IuLZiJg/FNtYy44wPw8PMn6Wl/Tx863MImJBRDwVEd3ZtDYiLita7rjJ0RHkx3FTJbLPuRQRS4vaHD9lYtFdRhFxFbAUuBV4F/BvwKqImJZrYMPDr4HTiqZZRcv+N/Bp4Drgz4FtwIMR0VDU50fAWcCl2XQW8IPKh113Tgb+L4V9PZjjzkVEjAMeBF7K1vE/gc9k69WhHS4/AL9k4Fj6y5LlS4FW4CPAXwBjgfsiYgRA9ue/Zn/XX2T9Pgx8rWxbUZ8uAP4JeC9wMTASeCAiTi7qc9z7PiJOB35B4fvpXcCXgH+IiA9XcuPqwJHkB+DbDBw/f1uy3M+38nsR+Bzw7mxaDfws3vxB13GTr8PlBxw3uYuIPwf+BniqZJHjp1xSSk5lmoDHgdtL2jYBX847tnqegL8H/uMgywLYCiwqajsR+CPwt9n824EEvKeoz3uztul5b1+tTtn+u6LcuQAWZO85sajP54AtZI9BdDr6/GRt3wN+eoj3NAJ7gKuK2qYA+4BLsvnLsvkpRX0+ArwBjMt7u2tlAiZnOTq/nPse+D/AppK/axmwNu9trqWpND9Z28PA0kO8x8+3ocvPfwHXOG6qc+rLT/bacZN/PsYC/wlcVJwPx095J490l0l2GsU5wAMlix4A3jf0EQ07Z0ThlNnnImJ5RPxZ1n460ExRXlJKu4E1vJmX84CulNLjRX3+HejC3JVTuXJxHrAme2+f+yl8EbRUKvhh5MLs9Nn/jIhvR0RT0bJzgFEMzOFLwNMMzM/TWXuf+yn8wHJOZUOvK43Zn/+V/VmufX8eB35P3Q+8OyJGlS36+leanz5/nZ1e+euI+GrJWTx+vlVYRIyIiI9QOOq2FsdNVRkkP30cN/n6J+BfU0odJe2OnzIamXcAdWQSMAJ4uaT9ZQqFhirnceBjFH6lOxX4AvBYdupS374fLC9vzV43A9sHWe92zF05lSsXzcDvB1lH37LnjivK4W0VcDfwPIUfSb4IrI6Ic7L/zDQDe1JKfyh5X/HnXDMlOU4p/SEi9uB4OiLZdYhfBx5JKT2dNZdr3x/QJ5sfSeF7bGtZNqKOHSQ/AD+k8PmzDTgT+DLwTgqno4OfbxUTEbMoFHF/AuwAWlNKz0TEWThucnew/GSLHTc5yn4EOYfCqf+l/N4pI4vu8ksl8zFIm8oopbSqaHZjRKwF/h9wNdB3E6jD5WWwHJm7yihHLgZbx8HeqyOUUvqXotmnI+JJCgX45cC9h3ir46m8/hH4bxSujzscx8/QGzQ/KaVvF80+HRG/BZ6MiLNTSuv7ug2yPvNz/DZTuM53PIXrSe+KiAsO0d9xM7QGzU9K6RnHTX4i4i1AG/ChlNIbR/NWHD9HzdPLy+dVCtc0lB7JaeLAX3dUQSmlncBG4AwKv5zCofOyjcIR8lKTMXflVK5cbDvIOsB8lVVKaSuFovuMrGkbMDoiTinpWprDAfnJ+o/C/BxWRHwD+O/AB1JKLxYtKte+P9j46QVeO+4NqHOHyM9g1gN7GTh+/HyrgJTSnpTS71JKT6aUPk/hhpHX47ipCofIz2AcN0PnHAr7aV1E9EZEL4WbRn4qe/0yjp+yseguk5TSHmAdb54O0+di4LGhj2j4iogTKdx4YytvnrJ0cdHy0RQ+VPryshZojIhzi/q8h8I1e+aufMqVi7XA+SWPo/gQhbuW/r5SwQ9HETEReAtvnvq1jsJ/hopzeBqFUwKL83Nm1t7nQ8Du7P0aRBT8IzAP+GBKqfR0yHLt+7Uc+D31IeDJlNLecmxLPTqC/AxmJoX/ePaNHz/fhk5QuKbUcVOd+vIzGMfN0HmIwtN+ziqanqRwyn/fa8dPueR9J7d6moCrKNzl7xMUir4lFK5deWvesdXzBHyVQuF2OvAeYCXQ3bffgUUU7mrZSuGD4kcUPogbitaxisIvr+/NpqeAlXlvW61NFO6A2ffBnYCF2etp5coFhS/abdl7z8zW1QX8r7y3v9qnQ+UnW/ZVCjc8aQEupPCl+mJJfm4HXgDmUHj0x0PAfwAjsuUjKJxp0pEtn5P1/0be21/NE/DNbGxcQOGIQN80ppz7Pvuc3EnhmuS3Z99Xe4AP570Pqnk6XH6AtwE3UbgusoXCo/Y2UThqN6JoPX6+lT83XwLen+33WRQe27oPuDhb7rip0vw4bqpvouRu8o6fMu7bvAOotwn4JIVf1fp+4Tk/75jqfQKWUyjc9lB4PMQ9wDuKlgeFx4ptpfAIgzXAmSXrmAD8M4VivTt7PT7vbau1iUKhlgaZvlfOXGRf3L/K1rEV+Dt8LMhx5QcYQ+FuotuzsfR81v6WknX8CfANCqeE7aLwI1dpn2nAfdny17L+Jw7VdtbidJC8JODj5d73FArH9dn31HPA/Ly3v9qnw+WHwhkha7J9vhv4HYVrJSeUrMfPt/Ln5k7e/H/Xdgr/+b+4aLnjpkrz47ipvokDi27HT5mmyHaEJEmSJEkqM6/pliRJkiSpQiy6JUmSJEmqEItuSZIkSZIqxKJbkiRJkqQKseiWJEmSJKlCLLolSZIkSaoQi25JkiRJkirEoluSJEmSpAqx6JYkSZIkqUIsuiVJkiRJqhCLbkmSJEmSKsSiW5IkSZKkCvn/fs6rj+szlHsAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure()\n", "setBwStyles(fig.gca())\n", "plt.title(\"Elapsed time vs number of cells\")\n", "for i, simulator in enumerate(simulators):\n", " plt.plot(domain_sizes, sim_elapsed_time[i,:], label=simulator.__name__)\n", "plt.legend()\n", " \n", "fig = plt.figure()\n", "setBwStyles(fig.gca())\n", "plt.title(\"Dt vs number of cells\")\n", "for i, simulator in enumerate(simulators):\n", " plt.loglog(domain_sizes, sim_dt[i,:], label=simulator.__name__)\n", "plt.legend()\n", " \n", "fig = plt.figure()\n", "setBwStyles(fig.gca())\n", "plt.title(\"Number of timesteps vs number of cells\")\n", "for i, simulator in enumerate(simulators):\n", " plt.plot(domain_sizes, sim_nt[i,:], label=simulator.__name__)\n", "plt.legend()" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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jJdqDPAeuB6oBH5vZL2b2M7AQqEpgR0MRERGRqPnxxx/58MMPKVeuHG3btqV8+fLcc889VKhQgdKlS7N48WLWrFlzvMMUETlmoj6T5+6/uPvv3b2xu5/u7lXdPT6Y93OU7yciIiKnuMcee4zs7Gzi4+NDu+ddcMEFPPzww2RkZAAwc+bM4xmiiMgxFe1B3qe5E2bW4khpERERkaLYsWMHX3zxBaVKleKCCy5gxIgR/PLLL2RkZDB//nyaNWsGBA5Oz8zMPM7RiogcG2EdoWBmQ45U7u5/Df45MF/RHUD/I6RFRERECi3nfKp69erx6quv0qFDBypVqsSOHTtYvnw5l156KatXryYjI4N//vOf2lFTRE4J4c7kVQp+kggM1M4Mfn4LnH+4Ru7e/0hpERERkaJ47733APjhhx8477zz+P3vf09sbCzVqlXjlVde4be//W3obKopU6Ycz1BF5ATxxRdf0LZtW8qWLcuIESPylG3fvp0ePXrQuHFj4uPjSUlJOU5RFk1YM3nu/hiAmc0BWrj7rmD6UeDtgtqYWRKBA6czgY3u/kU0AhYREREBWLduHTt27ADgwIED/O53v8tzaHH58uUBaNu2LdOnTyc9PR13x8yOS7wicmKoWrUqo0ePDq0EyG3QoEFcccUVvPPOO2RkZLB3797jEGHRRfpOXj0gI1c6A6ifu4KZXWpmy4AngQnA7cB4M1toZnWLEKuIiIhIyIIFC0LX7dq1o1GjRuzfv5+tW7eG8r/77jumT58OQGZmJhs3bjzmcYpI0aSlpREfH0///v1JSEigY8eO7Nq1i1atWrFw4UIAhg0bxkMPPRRWfzVr1qRVq1aULl06T/7OnTtZtGgRt956KwBlypQhLi4uqt/lWAlrJi+X14AlZvYegeMSugGT8tUZBXR0961m1gD4q7tfbGYdgPFAx6IGLSIiIvLll1+Grnv16gXA73//ewCee+45AM4880waN27M999/z86dO3n//ff53e9+d+yDFSkhkpOTD8nr2bMnd955J3v37qVz586HlPft25e+ffuSnp5Ojx498pTlDNKOZuPGjUyePJmxY8fSs2dPpk+fzsSJE+nRowejR49m9uzZLF68GIDBgwfneQiUo1evXgwdOvSw99i0aRM1atSgX79+rF69mpYtW/Lcc89RsWLFsGI8kUQ0yHP34WY2C/hVMKufu6/MVy3G3XMeoX0DnBVsO9fMdBqpiIiIFNk333zD5s2bAWjYsCFnnHEG27dvp0uXLkDgvZqNGzfy448/cumll/LSSy9hZixdupTt27dTpUqV4xm+iESoQYMGJCYmAtCyZUvS0tLo3bs3ffr0oWvXrqSkpFCmTBkARo4cWah7ZGZmsmLFCp5//nlat27NoEGDePLJJ/nTn/4Ute9xrEQ6k4e7rwBW5KTN7DR3352ryjIzGw/MA64mcBA6ZlYBiEFERESkiO6+++7Qdb9+/Vi5ciV/+MMf8uyeefXVV/PFF1/w8ccfM27cOKpUqcIvv/zCVVddRalS0T5FSuTUcKSZtwoVKhyxvHr16mHP3OVXtmzZ0HVMTAz79u0D4PPPPycuLo4tW7aEygs7k1enTh3q1KlD69atAejRowdPPvlkoeI93iIe5BVgPYF39XLcTuCYhIuAjwi8lweB5Z2donA/EREROcXl7HjXqVMnsrOzGTlyJP369aN+/fqhOhMnTuTgwYPUrFmTiy++mEWLFgGwfPlyWrVqdTzCFpEomjp1Ktu2bWPRokV06dKFJUuWEBcXV+iZvFq1alG3bl2+/PJLGjVqxLx58zj//MMeJHBCK+o5eQacljvD3Q8CLwTbVQUqA7+4+z7gv4UPVURERASysrJIT08H4LXXXqNGjRrcfPPN1KlTJ0+9008/HQB3p1OnTqFB3ogRI3ScgshJLj09naFDhzJv3jzq1q3LwIEDGTRoEJMm5d8u5FA//vgjSUlJ7Ny5k1KlSjFq1CjWr19P5cqVef7557npppvIyMjg7LPP5pVXXjkG3yb6wp3J+wvwDIHjEPLLs97BzOoBTwO/BnYEsqwyMB8Y6u5phY5WRERETnmzZs3C3alZs2Zod7z8A7wcGRkZJCUlceGFF4byli5dekziFJHoqF+/PmvXrg2l77vvvkPq3HPPPWH3V6tWrdA7vfklJiaybNmyyIM8wYS7IH0FMM3dH8v/AXblqzsFeA84w93Pc/dzgTOAacCbUYtcRERETkl//vOfgcCT/Hr16h1xVq5MmTJceeWVdOjQgVq1agHkOWJBRKQkCneQ14/DL7VMypeu7u5T3D0rJ8Pds9z9TaBaIWIUERERCdmxYwc1atTggw8+4IYbbqBly5ZHrP/EE09w/fXX065dOwB2797Nnj17jkWoIiLHRViDPHf/0t3TD1O2JV/WcjN7wcxam1nt4Ke1mb0A5D9uQURERCRs+/fvZ8OGDezfv59OnTrx0ksvce6554bVrn///px11lkAvP3228UdqojIcRPR/sFm1tDMxprZHDObn/PJV+1m4HPgMeBDYA7wKLAW6BOFmEVEROQU9cYbb5Cdnc3pp5/OF198EXa7hx56iCuvvJIWLVoAgR02RURKqkgPiXmbwPt5fwDuz/UJcfcMd3/R3a9w9wvcvYm7/8bdX3D3A9EJW0RERE5Fzz33HBB4H+9Xv/oV2dnZecpTUlK477772L9/f578AQMG8MEHH/DLL78A8Omnnx6bgEVEjoNIz8nLdPcXiyUSERERkaPI2RHv+uuv54YbbjjkUPOUlBSeffZZdu3axUsvvRTKb9SoEY0aNWLMmDEAbNy48dgFLSJyjIU1k2dmVYNn3r1vZnea2Rk5ecF8ERERkWKVlZUVmonr3r07HTp0CJX9/PPPAAwZMoTBgwfz8ssvH3K+VWpqKr169QICm69kZWUhIqee6dOn07RpUxITE0lKSuJf//oXAKtWraJt27YkJCTQtGnTk/o8zXCXay4HlgH/R2B55r+DeTn5IiIiIsXqvffeC13nXo75j3/8gwYNGoTOtnrmmWe4/PLLueOOO1ixYkWo3ssvv0zfvn2pUKECACtXaj84kVPR5ZdfzurVq1m1ahUTJkzgtttuA6BChQq8+uqrrFu3jtmzZ3Pvvfeyffv24xxt4YS7u2YDdz8biA9ehz7A+bnrmtk9Zla3OIIVERGRU9cLL7wAQExMDGPHjgVg7Nix9O7dmxYtWtCoUaNQ+eTJk6lRowbvv/9+qP2QIUNYsmQJmZmZAHzyySfH+BuISGGkpaURHx9P//79SUhIoGPHjuzatYtWrVqxcOFCAIYNG8ZDDz0UVn+nnXYaZgbAnj17QtcNGzbkvPPOA6B27drUrFnzpD1XM9KNV/4dRt6fgMVm9klwaWeNwoUmIiIi8j/btm0D4MYbb2T8+PEsX76cAQMGcMUVVzBz5kwqVaoUqlujRg1WrVrFI488EsqrW7cuTZo0ITY2sCXB6tWrj+0XECkBkpOTmThxIgAHDx4kOTmZ119/HYC9e/eSnJwcWua4Y8cOkpOTmTp1KhDYMCk5OTn08OXHH38M+74bN27krrvuYt26dcTFxTF9+nQmTpzIHXfcwdy5c5k9e3bov/fBgweTmJh4yOfJJ58M9ffee+/RuHFjrrzySiZMmHDI/ZYsWUJGRgbnnHNO5D+kE0BYG6+YWS3gTKC8mTUHLFhUGaiQr/omoCXQHrgeeMzMlgOTganuvisagYuIiMipJefIhO7du3PmmWfyl7/8hXLlyjF58mTKly9/SP1q1aoBgfdsUlJSuOOOO5gzZw716tXjyy+/5OOPPz6m8YtI4TVo0IDExEQAWrZsSVpaGr1796ZPnz507dqVlJQUypQpA8DIkSOP2l+3bt3o1q0bixYt4uGHH+ajjz4Klf3www/06dOHSZMmHbK508ki3N01OwF9gTrAX3Pl7wIezFfX3T2bwPl4c8ysNPAb4AZgBKCZPREREYnI6tWrycjIAGDLli0A1KpVi9tvv50qVaocse3w4cOZP38+AwYMYMaMGWzevBl3Z9++fcUet0hJk7M8EqB06dJ50hUqVMiTrlKlSp509erV86Rr1aoV9n3Lli0buo6JiQn99/v5558TFxcX+ncBAjN5CxYsOKSPXr16MXTo0Dx57dq14+uvvyY9PZ3q1auzc+dOrrzySv785z/Tpk2bsOM70YQ1yHP3ScAkM+vu7u8epbrlTrj7QWAGMMPMDn3MJiIiInIUTz/9NBD45e7rr78G4OGHHw6r7TXXXMM777zDypUrGT58OBdddBG9e/dmy5YtZGVlERMTU2xxi0jxmTp1Ktu2bWPRokV06dKFJUuWEBcXd9SZvK+++opzzjkHM2PFihVkZGRQrVo1MjIy6NatGzfffDPXXXfdMfoWxSPS+cd5ZvZXM1sW/DxrZvkfn11/uMburkdmIiIiErH169cDMG7cOJ544glWrlx5yEHoh9O+fXsA5s6dS1xcHM2aNQuV5SwBFZGTS3p6OkOHDmX8+PE0bNiQgQMHMmjQoLDavvvuuzRp0oTExETuuusupkyZgpnx1ltvsWjRIiZOnBh6j2/VqlXF/E2Kh7l7+JXN3gXWApOCWX2AZu5+bb56BlxI4D0+B74HlngkNxM5gSQlJXnO1twiInLsVapUid27d7Nnzx527NhB3bp1efTRR/nDH/4QVvvExESqVq3K/PnzeeKJJ3jwwcDbJkOGDOHZZ58tztBFTmqpqanEx8cf7zBKpIJ+tma23N2Titp3pDN557j7I+6+Kfh5DDg7X2AdgY3Ao0Bn4ErgMWBjsEykyMzsCjP70sy+MrOhBZT3NbOtZrYq+LktV1k9M5tjZqlmtt7M6h/L2EVEJDLZ2dns3r0bgKeeeoo33niDrKysiJZTdejQga+//prMzEwWLVoU2qglLS2tOEIWETmuIh3k7TOzS3ISZnYxkH8J5nNAe3f/jbvfFvxcAXQIlokUiZnFAGMIbOhzPnCDmZ1fQNUp7p4Y/IzLlf8q8Iy7xxOYcf6p2IMWEZFCS0lJAaBixYpUqFCBSZMm0aZNm9C5eOF47LHHSEtLIzY2lpkzZ9K6dWsg8CRdRKSkiXSQdwcwxszSzOy/wN+A2/PViQU2F9D2O6B05CGKHOJC4KvgbHIG8CZwdTgNg4PBWHefC+Duu919b/GFKiIiRbV06VIAXn75Zdq3b8/atWvp27dvRH1UqFAhdOCxmXH99YEtBH7++eeoxioiciII9wgFANx9FdDMzCoH0zsLqDYBWGpmbwLfBvPqEdiQZXwRYhXJcSb/+7sFgYcKrQuo193M2gEbgMHu/i3QENhuZlOBBsBHwFB3z8rf2MwGAAMA6tWrF91vICIiYXvnnXcAOO+883jrrbcoW7ZsaJAWiVGjRjFnzhwmTZrE/PnzMTN++kmLOUSk5IloJs/MqpjZX4H5wPyCdtd09yeAGwkcpdAWuChYdFOwTKSorIC8/Jv6vA/Ud/emBAZyOZsFxQK/Au4DWhF4p7RvQTdx95fdPcndk2rU0PGOIiLHy5IlSwB48sknGT58OCkpKcTFxUXcz4EDB5g1axZ79uxh1apVlC9fHncPve8nIlJSRLpccwKBA9B7Bj87gVfyV3L3VHd/0t3vdveBwBx3X1/kaEUCNgN1c6XrENjBNcTdt7n7gWByLNAyV9uVwaWemcA0oEUxxysiIoV04MABDh48CECnTp2IjY2lefPmheqrQ4cOAHzyySesX7+evXsDq/W1e7KIlDRR313zMMYdvYpI2JYC55lZAzMrA/QCZuSuYGZn5EpeBaTmanu6meVMzf0a0AMIEZET1KJFiwA47bTTWLFiRZGOO0hMTKR69erMnTuX2NhYGjduDMBHH30UlVhF5OSxcOFCEhMTSUhI4NJLL81TlpWVRfPmzenSpctxiq7oimN3zYIUtLxOpFCCM3ADgQ8JDN7ecvd1Zva4mV0VrHaPma0zs9XAPQSXZAbfvbsPmGdmnxP4uzn2WH8HEREJz2uvvQZA3bp1GT9+PD/88EOh+ypVqhSXX345H330ETNnzmTbtm0ATJs2LSqxisjJYfv27dx5553MmDGDdevW8fbbb+cpf+655076swGjsbvmb8MvjhO7AAAgAElEQVRo91jEkYkcgbvPdPeG7n6Ouw8P5v3R3WcEr4e5e4K7N3P3y9z9i1xt57p7U3e/wN37BnfoFBGRE9CMGYGFGlu3biUzM5Pf/OY3Rervuuuu48orr6RUqVLUrl0bgF27dhU5ThEpPmlpacTHx9O/f38SEhLo2LEju3btolWrVixcuBCAYcOG8dBDD4XV3z/+8Q+uvfba0MZ6NWvWDJVt3ryZDz74gNtuu+1wzU8KxbG7JsEdDbe4+5fBmb9zzexKd/+gyBGLiIjIKWP//v0AxMfHs3TpUi6++OIi9de9e3e6d+8OwNdff83AgQN1jIJIBJKTk49ap0uXLtx3332h+n379qVv376kp6fTo0ePPHVzBmlHs3HjRiZPnszYsWPp2bMn06dPZ+LEifTo0YPRo0cze/ZsFi9eDMDgwYNZsGDBIX306tWLoUOHsmHDBg4ePEhycjK7du1i0KBB3HzzzQDce++9PP300yf9w5+IBnlmFgfcDNQHYnPOm3H3e3LVGUXgHLNYM/sQuByYBQw2s2R3vz86oYuIiEhJ5u5kZGRgZvzyyy9ccskllCtXrsj9Zmdn880335CYmAgE3r8RkRNbgwYNQv/NtmzZkrS0NHr37k2fPn3o2rUrKSkplClTBoCRI0cesa/MzEyWL1/OvHnz2LdvH23btqVNmzZs2LCBmjVr0rJly7AHnyeqiAZ5wEzgM+BzIPswdToATYDyBA5AP9Pd95rZk8BKQIM8EREROaoVK1bg7px22mk0a9aMSy655OiNwjB06FBeeOEFbrjhBgD27dvHwYMHKV26dFT6FynJIh385K5fvXr1Qg+eypYtG7qOiYlh377AtiCff/45cXFxbNmyJVR+tJm8OnXqUL16dSpWrEjFihVp164dq1evZsWKFcyYMYOZM2eyf/9+du7cSe/evXn99dcLFfPxFOkgr5y7DzlKHXd3N7OcQWDO+WXZRP4OoIiIiJyiHn74YQD27t3La6+9Rs4KoiPJzs4mJSWFN998k1mzZjFy5Ei6du2ap87FF1/MM888k2dWcNOmTTRq1Ci6X0BEitXUqVPZtm0bixYtokuXLixZsoS4uLijzuRdffXVDBw4kMzMTDIyMli8eDGDBw/muuuu44knAsd6L1y4kBEjRpyUAzyIfJD3mpn1B/4J5JxBhrvnXsz+gZl9ApQjcHTCW2b2GXApsKiI8YqIiMgpYv36wAk3N9544xHruTsrV67kzTffZMqUKXzzzTeUK1eO2NhY/va3vx0yyLvsssuIiYmhSpUqVKhQgb179/LJJ59okCdyEklPT2fo0KHMmzePunXrMnDgQAYNGsSkSZOO2jY+Pp4rrriCpk2bUqpUKW677TaaNGlyDKI+dszdj14rp7LZXcBwYDv/m6Fzdz87X722wfzPzOwcoBvwDfCOux9umafICSspKcl1WK6IyLFVuXJldu3aRe3atenatSt///vfD6kzf/587rjjDjZs2EBsbCydOnWiV69eXH311TzxxBO8/vrrbNiw4ZB3+Zo2bUq9evX4z3/+w/r167nppptO2if2IsUpNTX1pD9O4ERV0M/WzJa7e1JR+450Jm8IcK67px+pkrunmNn/M7MWBAaDr7n7liO1EREREclt9+7dxMbG8v3339O8efNQ/qeffkpWVhbt2rWjVq1a1KlTh/vvv59rr72WqlWrhuo99NBD/OlPfyImJuaQvps0acInn3xCenrgV5p///vfxf+FRESOkUgHeeuAvUeqYGaJwN+BKgQ2XgGoY2bbgTvdfUXEUYqIiMgpZe3atbg7mZmZALRv3z5U9rvf/Y66devSrl07zj//fObNm1dgHxUrVgQCyznzv89311130aNHD5555hk+++yz0FENIiIlQaSDvCxglZktIO87effkqjMRuN3dF+duaGZtgFeAZoULVURERE4Vq1evBqBu3brExMRw9tn/ezNkypQp/PDDD2H1M3fuXPr160dKSgp169YN5eect1e+fHk6d+4cmtETESkJIh3kTQt+jqRi/gEeQPD9vIoR3k9EREROQYsWBfZq27ZtGzfeeGOembizzjqLs846K6x+GjRoQKtWrdizZ0+e/KysLD7++GOqVKlC6dKldVaeiJQoEQ3y3D20XY2ZnQ7Udfc1+arNMrMPgFeBb4N5dQkcoj67CLGKiIjIKeK9994D4PHHH+dXv/oVAAcOHODmm29myJAhtG7dOqx+zj333FBf+XXp0oXExEQOHjwIwJ49e0JLPEVETmYRnVtnZgvNrLKZVQVWA6+Y2V9z1wku3fwbcBkwDHgweD3G3QdGJ2wREREpybZu3QpA586dufDCCwGYNm0ab731Fjt27Ii4v//85z/89NNPoXRMTAznn38+GRkZVK9eHYCvvvoqCpGLiBx/kR5OXsXddwLXAq+4e0ugff5K7j7L3X/r7l3dvQvwqLvPjEK8IiIiUsLt3LkTgNKlS+fJHz9+PGeddVaeTVjC8dNPP3HOOefw0ksv5clPSEjg+++/Dy3VXLhwYeGDFpGTxhdffEHbtm0pW7YsI0aMCOV/++23XHbZZcTHx5OQkMBzzz0XKlu1ahVt2rQhMTGRpKQklixZcjxCD1ukg7xYMzsD6EngQPRwaYAnIiIiYXn11VcBOHjwIK+88goAaWlpfPTRR/Tr149SpSL79aVmzZpccsklTJ48mdznAzdp0oQffvghNGicO3dulL6BiJzIqlatyujRo7nvvvvy5MfGxvLss8+SmprKZ599xpgxY1i/fj0ADzzwAI888girVq3i8ccf54EHHjgeoYct0kHe48CHwFfuvtTMzgY2htHOjl5FREREBCZMmBC6zhmA5Qz2+vXrV6g+b7jhBlJTU1m7dm0or0mTJgC8//77AKxcubJQfYtI8UpLSyM+Pp7+/fuTkJBAx44d2bVrF61atQrNwA8bNoyHHnoorP5q1qxJq1atDlktcMYZZ9CiRQsAKlWqRHx8PN99FzgRzsxCqwx27NhB7dq1o/TtikekG6+8DbydK70J6J6TNrNh7v5EAU3HFjpCEREROaXkPDkHuOSSS8jKyuKVV16hY8eO1KtXr1B99ujRg7vvvpvJkydzwQUXAIFjFJYuXco777zDU089RUZGRlTiFynJkpOTD8nr2bMnd955J3v37qVz586HlPft25e+ffuSnp5Ojx498pSFu0x648aNTJ48mbFjx9KzZ0+mT5/OxIkT6dGjB6NHj2b27NksXhzY4H/w4MEsWLDgkD569erF0KFDw7pfWloaK1euDG3yNGrUKDp16sR9991HdnY2//73v8Pq53iJ9AiFo7kOeMLM6gE73X27mdUHfjKzJu6+9oitRURE5JSXnZ0NBAZ4FSpU4MMPP+Tbb7/l2WefLXSfNWrUoH379rz55psMHz4cM6Ny5cokJSUB8NRTT4We0ovIiadBgwYkJiYC0LJlS9LS0ujduzd9+vSha9eupKSkUKZMGQBGjhxZpHvt3r2b7t27M2rUKCpXrgzAiy++yMiRI+nevTtvvfUWt956Kx999FHRvlQxivYgz8xsKHA7cMDMRgD3AZ8Cj5nZeHf/6xF7EBERkVNWVlZW6EiDyy67DIBx48ZRrVo1rrrqqiL13atXL/r168eSJUtCT+fnzJnDmjWB06Byn8UnIgU70sxbhQoVjlhevXr1Qm9wVLZs2dB1TEwM+/btA+Dzzz8nLi6OLVu2hMqLMpN38OBBunfvzk033cS1114byp80aVJoI5brrruO2267rVDf41iJ9iDPgT7A+UAFIA042923Bg9CXwxokCciIiIFev311wGoUqUKgwYNYuvWrUyfPp2BAwfm+SWvMK655hpuv/123nzzzdAg75133mHy5MlA4By+7OzsiDd2EZHjY+rUqWzbto1FixbRpUsXlixZQlxcXKFn8tydW2+9lfj4eIYMGZKnrHbt2nz88cckJyczf/58zjvvvGh8hWIT9Zk8IMvd95lZBrAP2Abg7nv0hExERESOZNSoUQDExcVRrVo1du3axYgRI+jUqVOR+46Li6Nz585MmTKFESNGEBMTQ5MmTdi9ezfly5dn3759fP/999SpU6fI9xKR4pWens7QoUOZN28edevWZeDAgQwaNIhJkyYdte2PP/5IUlISO3fupFSpUowaNYr169ezZs0aXnvtNS644ILQ0tC//OUvdO7cmbFjxzJo0CAyMzMpV64cL7/8cnF/xSKx3FsJF7kzsweBhkAZoCKwF8gEZgO/Biq5e8+o3VDkGElKSvJly5Yd7zBEREq8evXq8e233/Lwww/z+OOPR73/KVOmcMstt7Bs2TLi4+OZN28e7du3p1KlSuzatYspU6bQs6d+VRHJkZqaSnx8/PEOo0Qq6GdrZsvdPamofUe0HsHMGprZPDNbG0w3NbM/5JS7+1+A24D3gckElm6+CLQFvgQKt++xiIiInBJ++uknILDxwerVqxk/fnzo3ZtouOaaa/jpp59Cv1jlHKOQs7nCibyRgohIuCJddD4WGAYcBHD3NUCv3BXcPdPdJ7v7m8Hrf7v7QHd/2t33RCdsERERKYkOHDgAQLt27ZgyZUpoeVS0lC1blooVKwKB929q1qxJ9erV2bp1K0BoC3YRkZNZpIO8Cu6+JF9e2P/ymtmsCO8nIiIip4jcy+IvueQShg8fzpo1a6hUqVJU77Np0yaaN2/O7NmzMTO+/PJL7rnnHiAwgygicrKLdJCXbmbnENhFEzPrAfyQu4KZtTjMpyWQGJ2wRUREpKRZtWoVALVq1aJatWqYGWeffXbU73PmmWdSvXp1YmJiAKhatSrdu3cHAhsyiIic7CLdXfMu4GWgsZl9B/wH6J2vzlLgYwI7beYXF3GEIiIickp4++23AWjfvj2dO3emXbt2DBs2LOr3KVu2LHPnzg2lV65cyYgRIyhVqhTR3JBOROR4iWiQ5+6bgPbBM+9KufuuAqqlAre7+8b8BWb2beHCFBERkZJu3rx5ADzwwAM0bdqU9u3bF+v9duzYwfbt29m9ezfvvvsuQFQ3eREROV4i3V3zL2YW5+573H2XmZ1uZn/OV+3RI/R7d2GCFBERkZIvKysLgIkTJxIbG0ufPn2K7V7uTtOmTbnvvvtISEgAoHTp0sD/Nn8RkZLpjTfeoGnTpjRt2pSLLrqI1atXh8rq168fOicvKSnvSQbPP/88jRo1IiEhgQceeOBYhx2RSJdr/sbdH8xJuPsvZtYZyH2MwjuHa+zu0yIPUUREREq6r7/+GggMtF599VWuvvpqatasWWz3MzOuuuoqxo0bR2xsLLVr12bLli0AfPnllzRt2rTY7i0ix1eDBg34+OOPOf3005k1axYDBgzIs7PuggULqF69ep42CxYsYPr06axZs4ayZcuGjns5UUW68UqMmZXNSZhZeaBs/kpm1snMXjSzGWY2PXh9RVGDFclhZleY2Zdm9pWZDS2gvK+ZbTWzVcHPbbnKsnLlzzi2kYuISEGGDx8OBN6XS09P59Zbbw277YcffkhaWhrwv9nAcPTq1Yv9+/czY8YMEhISiI0NPPueOnVq+IGLSLFLS0sjPj6e/v37k5CQQMeOHdm1axetWrVi4cKFAAwbNoyHHnoorP4uuugiTj/9dADatGnD5s2bj9rmxRdfZOjQoZQtGxj6FOdDqGiIdJD3OjDPzG41s1uAucCk3BXMbBQwiMDmK08DzwSv7zGz54oespzqzCwGGAP8BjgfuMHMzi+g6hR3Twx+xuXK35cr/6pjEbOIiBxZzqYrZcuWpU6dOnTs2DGsdhkZGfTv35+77rqLAQMG8H//939h37Nt27bUq1ePyZMn06JFi9B5fCkpKZF/AZFTRHJyMhMnTgTg4MGDJCcn8/rrrwOwd+9ekpOTmTJlChB47zU5OTn04CQ9PZ3k5GTef/99ILLdbDdu3Mhdd93FunXriIuLY/r06UycOJE77riDuXPnMnv2bB555BEABg8eTGJi4iGfJ5988pB+x48fz29+85tQ2szo2LEjLVu25OWXXw7lb9iwgU8++YTWrVtz6aWXsnTp0gh+asdepBuvPG1mnwOXE9g980/u/mG+ap3dvWH+tmY2BdhAYAAoUhQXAl8FNwLCzN4ErgbWH9eoRESk0Pbu3QvAtm3bePjhh0PHGxxNmTJl+Pjjj4mJieHVV19l//79uDtmBW3ynVepUqXo3r07Y8aM4b333mP37t2MGTOGbdu2Fem7iEj0NWjQgMTEwGlsLVu2JC0tjd69e9OnTx+6du1KSkoKZcqUAWDkyJFh9blgwQLGjx/Pv/71r1Dep59+Su3atfnpp5/o0KEDjRs3pl27dmRmZvLLL7/w2WefsXTpUnr27MmmTZvC+rfmeIj0nTzcfRZwpEPN95vZhQUcmt4K2B/p/UQKcCaQe6fWzUDrAup1N7N2BB4uDHb3nDblzGwZkAk8qXdFRUSOv+zs7ND19ddfH1abdevWkZCQQIMGDQD4wx/+cJQWh0pKSiIjI4MvvviC5ORkxowZw3fffRdxPyKnipzlkRB4hzZ3ukKFCnnSVapUyZOuXr16nnStWrXCvm/OMkmAmJiY0E64n3/+OXFxcaF3aiEwk7dgwYJD+ujVqxdDhwbe8lmzZg233XYbs2bNolq1aqE6tWvXBgLLMbt168aSJUto164dderU4dprr8XMuPDCCylVqhTp6enUqFEj7O9wLEU0yDOza4GngJoEZvIMcHevnKtaX+BFM6tE4JdvgLrAzmCZSFEV9Mgk/8FG7wOT3f2Amf2WwLLiXwfL6rn792Z2NjDfzD53968PuYnZAGAAQL169aIXvYiI5LF161YgsEzqnHPO4fzzC1qBn1dKSgoXX3wxEydO5Oabb85TtmTJEnbs2EGHDh2O2k+zZs0AWLp0Kc8//zwQmOETkRPf1KlT2bZtG4sWLaJLly4sWbKEuLi4o87kffPNN1x77bW89tprNGz4vwWIe/bsITs7m0qVKrFnzx7mzJnDH//4RwCuueYa5s+fT3JyMhs2bCAjI+OQzVlOJJHO5D0NdHX31MNVcPcVQGszq0VgxsWAze4e/qJbkSPbTODBQY46wPe5K7h77rU2Ywk8nMgp+z745yYzWwg0Bw4Z5Ln7y8DLAElJSTodV0SkmAwYMAAIPOV/8cUXw1r+lJSUxNNPP0337t3z5Ls7d9xxB7GxsbRv3/6ofTVq1IiyZcuSmprKV199BaDlmiIngfT0dIYOHcq8efOoW7cuAwcOZNCgQUyaNOmobR9//HG2bdvGnXfeCUBsbCzLli1jy5YtdOvWDYDMzExuvPFGrrgisHfkLbfcwi233EKTJk0oU6YMkyZNOmGXagKYe/i/u5rZp+5+cZh1S7v7wXx51d09PcIYRfIws1gCSzAvB74DlgI3uvu6XHXOcPcfgtfdgN+7exszOx3YG5zhqw6kAFe7+xHf50tKSvJly5YV0zcSETm11a9fn//+97/069ePCRMmHLGuu3PgwAHKlSt32DobN26kVq1aVKpUKaz7t2zZkmrVqrFt2zZWrFhBqVKlItqlU6QkS01NJT4+/niHUSIV9LM1s+XunnSYJmGLdD3CMjObYmY3mNm1OZ98gV1mZpuB781sjpnVz1U8p4jxiuDumcBA4EMgFXjL3deZ2eNmlrNb5j1mts7MVgP38L+lwvEE/h6vBhYQeCdPG7aIiBxHOedN5TwxP5IXX3yRFi1a5Hn/Jr/zzjuPSpUq4e6h93aOZOLEiUyaNCm0bCs7OzvPO4IiIiebSJdrVgb2Arn3NXYg94EyTwOdgr909wDmmlkfd/+Mgt+lEomYu88EZubL+2Ou62HAsALa/Ru4oNgDFBGRsOUMxD766CN69ux5xLoNGzakdevWR93sIDs7m/bt23P22Wczbty4I9a94ILA/xbOOeecUN6qVato0aJFOOGLiJxwIj1CoV8Y1crkLJtz93fMLBWYGjywWu81iYiISMjatWuBwGYnBZ1hlV/79u1p3779UeuVKlWK9u3bh7V7388//8y4ceOoVq0apUqVIjs7m5SUFA3yROSkFdFyTTNraGbzzGxtMN3UzPLvV3wwuOkKAMEB3+XAI8B5RQ1YRERESo6cQ5EbN25M1apVD1tvyJAhvPDCCxH1/eCDD3LLLbeEVff3v/89ZcqUITk5GYDly5dHdC8RkRNJpO/kjSWwBO4ggLuvAXrlqzMU+H+5M9x9M3ApcPRHdCIiInLKmDYtcFTpr3/968PWOXjwIKmpqWzatCni/t2dt956i7lz5x62TtWqVfnll1+46667aN68OQBffPFFxPcSETlRRPpOXgV3X5Jvu9DM3Al3/6ighu6+Axge4f1ERESkBMsZuDVt2vSwdUqXLs0HH3xQqB0vs7KyePTRR2ncuPERz82Li4sDAudugY5REJGTW6Qzeelmdg7Bd+uCG6v8EPWoREREpMRzd9LTAycrFbThSlZWFo899hg///wzpUqVonTp0hHfIzY2ltmzZ/P2228fsd78+fPp3r07mZmBZ9c5cYlIybNw4UKqVKlCYmIiiYmJPP7446GyW265hZo1a9KkSZM8be6//34aN25M06ZN6datG9u3bz/WYUck0kHeXcBLQGMz+w64F7gj6lGJiIhIibdkyZLQdZUqVQ4pX7p0KcOHD2fWrFlFuk+9evWIiYlh//797Nq1q8A66enpTJ06lQYNGgActp6IlAy/+tWvWLVqFatWreKPfwxt0E7fvn2ZPXv2IfU7dOjA2rVrWbNmDQ0bNuSJJ544luFGLKJBnrtvcvf2QA2gsbtf4u5pxRKZiIiIlGj3338/AKeffnqB5W3atCE1NZUbb7yxyPfav38/TZs25cEHHyywPGe5aPny5YHAe4AicmJIS0sjPj6e/v37k5CQQMeOHdm1axetWrVi4cKFAAwbNoyHHnqoyPdq165dgZtAdezYkdjYwJtubdq0YfPmzUW+V3GK6J08MxuSLw2wA1ju7quCee9zhKMS3P2qw5WJiIjIqSMlJQU4dNOVHTt2sH79etq2bZvn7LqiKFeuHP379z/ssQjnnXce5cuXJyMjI5SXnZ1NqVKRLnoSKdlydqA9ki5dunDfffeF6vft25e+ffuSnp5Ojx498tTNGaQdzcaNG5k8eTJjx46lZ8+eTJ8+nYkTJ9KjRw9Gjx7N7NmzWbx4MQCDBw9mwYIFh/TRq1cvhg4dCgT+/WnWrBm1a9dmxIgRJCQkhBUHwIQJE7j++uvDrn88RLrxSlLw834wfSWwFPitmb3t7k8DI4Jl1wK1gNeD6RuAtCJFKyIiIiVCRkZG6P23nF8Gczz++OOMGTOG//znP5xxxhlRu2fOzGFBYmJiaNKkCTt37sTMcHc2b95MvXr1onZ/ESm8Bg0akJiYCEDLli1JS0ujd+/e9OnTh65du5KSkkKZMmUAGDly5BH7atGiBf/973857bTTmDlzJtdccw0bN24MK47hw4cTGxvLTTfdVLQvVMwiHeRVA1q4+24AM3sEeAdoBywHnnb3j4Nlf3L3drnavm9mi6IQs4iIiJzkZs6cGbpu06ZNnrJHHnmESy+9NKoDvBwHDhxg1KhRJCUlcfnll+cpa9asGVOnTqVu3bp88803/H/27jwsyupt4Pj3sEsoi4IbuAUa2M8VFHf0VctccsswNck9tchK0yytzNLMtCR3TdNyzbLUUDPNMFwwcwEXXEhRBEFFBVFhzvsHMImgggIDen+ua67mOc95ztwDRXPPOc+5d+3aJUmeEHfI7cxbTv3LlCmT5+szWVtbG5+bm5tz/fp1AA4ePIiDgwOxsbHG8/ebyStVqpSx7bnnnmPo0KHEx8dTpkyZe8awePFi1q1bx5YtW7ij2kCRk9ckrxJw87bjW0BlrfV1pdSNO/o6K6Wqaa1PAiilqpJ+L58QQgghHnPfffcdALa2tsa2Cxcu4OTkRKlSpejUqeDu7pg7dy6xsbE5Jnnz58+ncuXKnD59mrCwMF544YUCi0MI8XDWrFlDQkIC27dvp0OHDuzevRsHB4f7zuSdP3+esmXLopRi9+7dGAwGSpcufc9rgoODmTx5Mn/88UeWv1tFVV6TvO+BnUqptRnHHYFlSqkngIg7+o4AtimlMiuXVgEGP2igQgghhHh02NjYAFCuXDkgfaOTdu3aUalSJWOtuoJgbW3N7t27c/xAV7t2bQCOHTsGwNGjRwssDiHEw4mPj2f06NFs2bIFNzc3hg8fTmBgIIsXL77vtatXr2bWrFlYWFhQokQJli9fbpyZ69mzJ9u2bSM+Ph5XV1c+/PBD+vfvz/Dhw7lx44ax3qavry+zZ88u0Pf4MJTWd90jJecLlKoPNAUUEKK1DrtHX2vgqYzDI1rrO2f7hCgWvL29dVjYXf9VF0IIkUdly5YlLi6OVq1asWXLFrTWfPvttzg4OPD8888XSgxxcXHY2NgYl24lJibi4OCAg4MDly9fxsfHJ0uZByEeR4cPH8bT09PUYTyScvrZKqX2aq29H3bsXM/kKaXMgANa66dJv//ufv1tgTdJX845UCnloZSqobVe9+DhCiGEEKK4W7lypbGQ8MiRI427WPbt27fQYrh48SI1atRg4MCBfPbZZ0B6rT5fX19SUlL4559/OHHiRKHFI4QQ+SnX+wJrrQ3AfqVUbu9A/ob0+/caZRxHAx/nLTwhhBBCPGo++eQTY6mCunXrUrt2bbZs2VKoMTg5OTFhwgT69euXpT00NNS4a54URBdCFFd5vSevPBCulNoNJGU23qX23ZNa6xeVUj0z+lxXRX0bGiGEEEIUODs7OyB905WkpCRKliyJi4tLoccxfPjwHNvd3d0BKYguhCi+8prkfZiHvjeVUiXIKIyulHoSkHvyhBBCiMeY1pp9+/YB4OjoSLVq1dixY4fJtiO/fPkyo0ePpkA/IKIAACAASURBVFevXjRr1ozdu3fz5ptvmiQWIYTIL7lergmQUQMvCrDMeL4H+Psu3T8AggE3pdR3wBbgnQeOVAghhBDF3jvvvENycjIAXl5eXLp0yaT1pqysrNi0aRN//53+ccbFxYXatWtTokQJAFJSUkwWmxBCPKg8zeQppQYCgwAn4EmgIjAb+L87+2qtNyml9gK+pO/EGai1jn/oiIUQQghRLKWmpjJ37lwsLCxITU3lt99+49y5czg6OposJltbWyIiIowlHapUqcKPP/5IpUqVOHPmDOHh4dSvX99k8QkhxIPI00weMAxoAlwB0FpHAjkuoldKbdFaJ2it12ut12mt45VShXtXtRBCCCGKjJCQEBITE0lNTUUpxb///kvNmjVNHZYxwQsPDycpKX3LgczdP9evX2+yuIQQBePIkSM0atQIa2trPv/88yzngoODqVGjBu7u7kyaNMnY3qtXL2rUqMHTTz9Nv379st2zu2fPHszNzVm9enWhvIf7yWuSd0NrfTPzQCllQcY9d7e12SilnIAySilHpZRTxqMKUOFhAxZCCCFE8bRmzRosLNIXEZmbm+Pm5mbiiP5z6tQpateuzRdffMHo0aONO2uePHnSxJEJIfKbk5MTX331FW+//XaW9rS0NIYNG8avv/5KREQEy5YtIyIiAkhP8o4cOcLBgwe5fv068+fPz3LdO++8wzPPPFOo7+Ne8prk/aGUehcooZRqA6wCfrmjz2DS6+g9lfHPzMda4OuHC1cIIYQQxZHWmpUrV5KamgpAmTJlTBxRVlWrVmXevHkMHTqUypUrG9t37NhhwqiEEABRUVF4enoycOBAatasSdu2bbl69So+Pj5s27YNgDFjxjB27Nhcjefi4oKPjw+WlpZZ2nfv3o27uzvVqlXDysoKf39/1q5dC8Bzzz2HUgqlFA0aNCA6Otp43YwZM+jWrZtJdgm+m7zurjka6A8cJD2Z2wDMv72D1vpL4Eul1Gta6xn5EqUQQgghirX9+/cTGxtrPC5K33hneuWVVwCoXbu2se3ixYumCkeIIsnPz+++fTp06GCcJfPz8yMgIICAgADi4+Pp3r17lr6ZSdr9REZGsmzZMubNm0ePHj1Yu3YtixYtonv37nz11VcEBweza9cuAEaMGMHWrVuzjeHv78/o0aPv+hpnz57NssLA1dXVOGamW7dusWTJEr788kvjNT/++CO///47e/bsydV7KQx5TfKeB77VWs+7X0et9Qyl1NOAF2BzW/u3eXxNIYQQQhRza9asyXI8fvx4E0Vyb9HR0Vliu3TpkgmjEUJkqlq1KnXq1AGgfv36REVF0bt3b/r06UPHjh0JDQ3FysoKgGnTpj3Qa2its7Xdufvv0KFDad68Oc2aNQPgjTfeYPLkyZibmz/QaxaUvCZ5nYDpSqntwHJgo9Y6NaeOSqnxgB/pSd4GoB0QAkiSJ4QQQjxGDAYDixYtytJWtWpV0wRzH6VKlSI5OZnSpUuTkJBg6nCEKHJyO/OWU/8yZcrk+fpM1tbWxufm5uZcv34dgIMHD+Lg4JBlpcCDzuS5urpy5swZ43F0dDQVKvy3pciHH37IhQsXmDNnjrEtLCwMf39/AOLj49mwYQMWFhZ07tz5Ad5l/slTkqe1fkUpZUl6wvYSMFMptVlrPSCH7t2B2sC+jOvKcsfSTiGEEEI8+rZu3Zrlg1PZsmVNGM29lSpVih07dtCtWzfWrFmT4zf7QoiiYc2aNSQkJLB9+3Y6dOjA7t27cXBweOCZPB8fHyIjIzl16hQVK1Zk+fLlfP/99wDMnz+fjRs3smXLFszM/tvW5NSpU8bnAQEBdOjQweQJHuR94xW01reAX0mfydtL+hLOnFzXWhuAVKVUKSAOqPaggQohhBCieCpZsiTt27fnySefBNI3MCjqbr8vz2AwmDASIURO4uPjGT16NAsWLKB69eoMHz6cwMDAXF17/vx5XF1d+eKLL/j4449xdXXlypUrWFhYEBQUxDPPPIOnpyc9evQwlnkZMmQIsbGxNGrUiDp16vDRRx8V5Nt7aCov31AppZ4F/IGWwDZgBbAppyWbSqmZwLsZ/d8CrgH/aK1fefiwhShc3t7eOiwszNRhCCFEsaS15uLFi8YdNb/99lv69Olj4qjuLi4ujtq1a3P+/HkAIiIi8PT0NHFUQpjG4cOH5d//ApLTz1YptVdr7f2wY+d1Ji8A+AmorrXuq7XecLd78rTWQ7XWl7XWs4E2QF9J8IQQQojHy+7duxk8eDBt2rQxtnXr1s2EEd2fs7Mzvr6+xuMDBw6YMBohhMi7PCV5Wmt/rfVPWusb9+ur0vVWSo3TWkcBl5VSDR40UCGEEEIUP8OGDWPlypXs27cPAEtLS2xtbU0c1b0ppVizZo3x3sHFixebOCIhhMibPCV5SqmuSqlIpVSiUuqKUuqqUurKXbrPBBoBPTOOryLF0EU+UUo9q5Q6qpQ6rpTKtk2SUipAKXVBKfVPxmPAHedLKaXOKqWCCi9qIYR4/Pzwww/UqlULR0dHoOjuqnknpZRx9vHkyZMmjkYIIfImryUUPgM6aq0P56JvQ611PaXUPgCt9SWllFWeIxTiDkopc9K/MGgDRAN7lFI/a60j7ui6Qms9/C7DTAD+KMAwhRDisXflyhVOnDjB33//TVJSEgAdO3Y0cVS5s3//fpYuXQpk3T1PCCGKg7zekxebywQP4FbGh3ENoJRyBmR7KpEfGgDHtdYntdY3Sd/p9W67vGajlKoPlAU2FVB8Qgjx2Ltx4wbNmzenVatWJCUlGWtN9ejRw8SR5U6NGjVo3bo1kL0YshBCFHV5TfLClFIrlFI9M5ZudlVKdb1L36+AHwEXpdRE0guhf/IwwQqRoSJw5rbj6Iy2O3VTSh1QSq1WSrkBKKXMgKnAyPu9iFJqkFIqTCkVduHChfyIWwghHhtr165l//79tGzZEjMzMwwGA05OTjRoUDxuz7exseGbb74B4NatWyaORggh8iavSV4pIBloC3TMeHTIqaPW+jtgFPApEAN01lqvevBQhTDK6SvVO2uB/AJU0VrXAn4DMu+aHwps0Fqf4T601nO11t5aa29nZ+eHClgIIR43CxYsoFKlSmzatMlYX6pSpUqmDitPKlasiJmZmRREF+IR891331GrVi1q1apF48aN2b9/v/FccHAwNWrUwN3dnUmTJmW79rXXXsPOzs54fPr0aVq2bEndunWpVasWGzZsKJT3cD95uicvtyUQMmZLDmitnwaOPEhgQtxDNOB227ErcO72DlrrhNsO5wGTM543ApoppYYCdoCVUuqa1jrb5i1CCCEezOHDh9m0aRP9+vUjJiaGmTNnAuDl5WXiyPLm559/lkLoQjyCqlatyh9//IGjoyO//vorgwYNYteuXaSlpTFs2DA2b96Mq6srPj4+dOrUyfi3KywsjMuXL2cZ6+OPP6ZHjx68+uqrRERE8NxzzxEVFWWCd5VVXnfXdFVK/aiUilNKxSqlflBKud7ZT2ttAPYrpYrXV3aiuNgDeCilqmZs5uMP/Hx7B6VU+dsOOwGHAbTWvbTWlbTWVYC3gW8lwRNCiPwVFJS+cbGlpSVjxozB3NwcgBdeeMGUYeVZ06ZNjffjnT171sTRCPH4ioqKwtPTk4EDB1KzZk3atm3L1atX8fHxYdu2bQCMGTOGsWPH5mq8xo0bG3f89fX1JTo6Gkiv6+nu7k61atWwsrLC39+ftWvXApCWlsbIkSP57LPPsoyllOLKlfRiA4mJicb7j00tr7trfgN8D2T+le6d0dYmh77lgXCl1G4gKbNRa93pAeIUwkhrnaqUGg5sBMyBhVrrcKXUR0CY1vpn4HWlVCcgFbgIBJgsYCGEeIwYDAZ+/fVXWrVqxb59+7h27RppaWkAdOpUvD4ClC5dGhsbG65fv878+fMZP368qUMSwuT8/PyytfXo0YOhQ4eSnJzMc889l+18QEAAAQEBxMfH07179yznMpO0+4mMjGTZsmXMmzePHj16sHbtWhYtWkT37t356quvCA4OZteuXQCMGDGCrVu3ZhvD39+f0aOzfre/YMEC2rVrB6R/mePm9t9iMVdXV+OYQUFBdOrUifLly2e5/oMPPqBt27bMmDGDpKQkfvvtt1y9n4KW1yTPWWv9zW3Hi5RSb9yl74cPGJMQ96W13gBsuKNt3G3PxwBj7jPGImBRAYQnhBCPrSVLlnDq1Clef/11RowYQeXKlQFwdHTEzCyvWwGYnqurK5GRkQQHB0uSJ4QJVa1alTp16gBQv359oqKi6N27N3369KFjx46EhoZiZZVerW3atGm5GnPr1q0sWLCAkJAQgBzvv1VKce7cOVatWpVjQrps2TICAgJ46623CA0NpU+fPhw6dMjkf+/ymuTFK6V6A8syjnsCt9/7hFLKHSirtf7jjvbmgKx1EEIIIR5RSUlJDB48GCsrK+PypX///RfA+OGsuLG1tQXgn3/+MXEkQhQN95p5s7W1vef5MmXK5Hrm7k7W1tbG5+bm5ly/fh2AgwcP4uDgQGxsrPF8bmbyDhw4wIABA/j1118pXbo0kP6lzpkz/+3NFx0dTYUKFdi3bx/Hjx/H3d0dgOTkZNzd3Tl+/DgLFiwgODgYgEaNGpGSkkJ8fDwuLi4P9D7zS16TvH5AEDCN9N0M/wLu3IxlOvBuDtcmZ5wrHlVQhRBCCJEnN27cwGAw0LlzZ3744QcaNWrErl27MBgMDB061NThPZDXXnuNAQMGSK08IYqgNWvWkJCQwPbt2+nQoQO7d+/GwcHhvjN5p0+fpmvXrixZsoTq1asb2318fIiMjOTUqVNUrFiR5cuX8/3331OzZk3Onz9v7GdnZ8fx48cBqFSpElu2bCEgIIDDhw+TkpJCUdiVPa/ziBOAvlprZ621C+lJ3wd39KmitT5w54Va6zCgyoMEKYQQQoiiz8rKiqlTpzJmzBhat25NmzZtMBgMWFhY0K1btwceN/OePlN48cUXgfQEVghRdMTHxzN69GgWLFhA9erVGT58OIGBgbm69qOPPiIhIYGhQ4dSp04dvL29AbCwsCAoKIhnnnkGT09PevToQc2aNe851tSpU5k3bx61a9emZ8+eLFq0qEh8KaTyUvtFKbVPa133Xm1KqeNaa/e7XH/Xc0IUZd7e3josLMzUYQghRJG1aNEibty4waBBg1BKERMTQ8OGDTlz5gzu7u5ERkY+0LgHDx6kcePGTJ8+nf79++dz1LmT+YEtNTXVuFOoEI+Lw4cP4+npaeowHkk5/WyVUnu11t4PO3ZeZ/LMlFKOtwXhRPYln3uUUgPvvFAp1R/Ym/cQhRBCCFHULVmyhOnTp5OcnExISAjHjx83bkv+1FNPPfC4Tz/9NHXq1GHAgAG8+eabJp3V27dvn8leWwgh8iKvSd5U4C+l1ISM7er/Aj67o88bwCtKqW1KqakZjz+AAUDu5lCFEEIIUaz4+flx8uRJdu/eTbNmzTh+/Dh2dnYAvPtuTrfq3921a9fo2rUrISEhKKXYunUrr7/+OtOmTaNTp07GTV0Ki4VF+vfZkuQJIYqLPCV5WutvgW5ALHAB6Kq1XnJHn1itdWPSSyhEZTw+1Fo30lqfRwghhBCPjJSUFJKSknjvvfc4dOgQwcHBmJub07p1a65evYqlpSWNGjXK9Xjnz5+nRYsW/Pzzz5w4cQJIT7K+/PJLZs+ezaZNm3j//fcL6u3kKHMr9Ns3aBBCiKIsr7trorWOACJy0W8rkH3vUiGEEEI8MmbPns3EiRM5cOAA7u7uLF++HC8vL2rUqAFArVq1cj3WkSNHaNeuHXFxcaxdu5b27dtnOT948GBq1qxJ7dq1gfQNWQrjHrkyZcpw7tw53nvvPf78888Cfz0hhHhYxa8qqRBCCCGKjMaNG+Ps7Mzs2bPZuXMnp0+fpm3btsaixG3atMnVOMePH6dJkyYkJyfzxx9/ZEvwMjVt2pSSJUuSnJxM06ZNmT9/fr69l7spVaoUACEhIRgMhgJ/PSGEeFiS5AkhhBDigZUsWZIjR46gtebXX3/FxsaG9957Dy8vL8zNzY2Fh++nWrVqvPLKK4SGhhq3M7+XW7duYW9vz8CBAxkxYkSBbsjSuHFjIH3ZqCR5QojiQJI8IYQQQuRZSkoKH3/8MUOGDMHe3p7hw4czfvx4li9fzqZNmwgNDaV27drY29vfc5w5c+Zw+vRpzMzM+Pzzz6lWrVquXt/e3p5169YRGBjI9OnT6dChA4mJifnx1rLx8fEB0oseZ27CIoQo/vbs2YO5uTmrV682ti1evBgPDw88PDxYvHixsX3FihXUqlWLmjVrMmrUqCzjrFy5Ei8vL2rWrMlLL71UaPHfk9ZaHvKQx30e9evX10IIIf6zfv16DWhABwUFaYPBoLXWumnTpsb2d999967Xp6Wl6REjRmhAv/322w8Vy5w5c7SFhYXu2rXrQ41zN7GxsRrQVlZWety4cQXyGkIUVREREaYOoUCkpqbqli1b6nbt2ulVq1ZprbVOSEjQVatW1QkJCfrixYu6atWq+uLFizo+Pl67ubnpuLg4rbXWL7/8sv7tt9+01lofO3ZM16lTR1+8eFFrnf73Irdy+tkCYTofPrvKTJ4QQggh8qx58+aULVuWunXr0rt3b7y8vFi1ahWdOnUy9unbt2+O16akpODv78+0adN4/fXXmTRp0kPFMmjQIDZv3syUKVOA9C+w85OLiwsAN2/eZM2aNfk6thDi/qKiovD09GTgwIHUrFmTtm3bcvXqVXx8fNi2bRsAY8aMYezYsbkec8aMGXTr1s343zfAxo0badOmDU5OTjg6OtKmTRuCg4M5efIk1atXx9nZGYDWrVvzww8/ADBv3jyGDRuGo2N6KfHbxzMlSfKEEEIIkSe3bt3i448/JjY2lq+//poFCxZw5MgRXF1d2bJlC5C+nDKnkgOXLl2ibdu2rFq1iqlTpzJ9+vR82SHTz8+PatWqobWmb9++zJs376HHvJ1SCig6H+CEMBU/Pz8WLVoEpP8t8PPzY+nSpQAkJyfj5+fHihUrAEhMTMTPz8/45Uh8fDx+fn788ssvQHrJlNyKjIxk2LBhhIeH4+DgwNq1a1m0aBGvvvoqmzdvJjg4mPHjxwMwYsQI6tSpk+2R+YXS2bNn+fHHHxkyZEiW1zh79ixubm7GY1dXV86ePYu7uztHjhwhKiqK1NRUfvrpJ86cOQPAsWPHOHbsGE2aNMHX15fg4OC8/kgLhCwsF0IIIUSu3bhxg+rVqxMdHc0rr7xC3bp16dq1Ky1atGDz5s1s3rwZgM6dO+d4vbm5OTdv3mT58uW8+OKL+R5fSkoKFy5cYNCgQYSHh/P555/n6310hw8fzrexhBC5V7VqVerUqQNA/fr1iYqKonfv3vTp04eOHTsSGhpq3NV32rRp9xzrjTfeYPLkydm+YMppFYBSCkdHR2bNmsWLL76ImZkZjRs35uTJkwCkpqYSGRnJtm3biI6OplmzZhw6dAgHB4f8eNsPTJI8IYQQQuTatWvXSE1NxdbWlkmTJvHNN99w/vx53n77bd5++21jv8xv1DMdOnSIatWqUapUKf766y9jgfH8VqJECX755RdGjhzJ9OnTOXLkCCtWrLjvBjC5GTc5OZmYmBjeeecdJk+enE8RC1G8ZC6PBLC0tMxybGtrm+XY3t4+y3GZMmWyHJcrVy7Xr2ttbW18bm5uzvXr1wE4ePAgDg4OxMbGGs+PGDGCrVuzl+v29/dn9OjRhIWF4e/vD6TPLm7YsAELCwtcXV2zxBcdHY2fnx8AHTt2pGPHjgDMnTvXmCC6urri6+uLpaUlVatWpUaNGkRGRho3bDIVSfKEEEIIkWu2trb4+fnRuHFjnJycmDx5Mg0bNuTNN99kzpw5REZGUqJECapWrWq8ZuPGjXTv3p1evXoxe/bsAkvwMllYWDBt2jS8vLwYOnQo7du3588//zQuuXwQt3/jf/ny5fwIUwjxkNasWUNCQgLbt2+nQ4cO7N69GwcHh/vO5J06dcr4PCAggA4dOtC5c2cuXrzIu+++y6VLlwDYtGkTn376KQBxcXG4uLhw6dIlZs6cycqVK4H0VQvLli0jICCA+Ph4jh07lutdgguSJHlCCCGEyJXp06fz/PPP891336G1RinF0qVLMTMz4/Dhw0RGRgIwceJE4zXffPMNAwcO5Omnn2bcuHGFGu/AgQPx8PAwxvowKlWqRHh4OABNmjTJj/CEEA8hPj6e0aNHs2XLFtzc3Bg+fDiBgYFZyh7klZOTE++//75xFm7cuHE4OTkBEBgYyP79+43tmfccP/PMM2zatMlYG3TKlCmULl36Id/dw1P5vQOVEI8ib29vHRYWZuowhBDCZGJiYqhWrRp9+vRh7ty5Wc69+OKLhIeHEx4ejpmZGYmJiTzxxBNMmDCB8ePH06ZNG1avXk2pUqVMFH26zz77DHt7ewYPHpznazt27Mi6detQSjFy5EgmTZr00ImjEMXB4cOH8fT0NHUYj6ScfrZKqb1aa++HHVt21xRCCCHEfdnb21OqVClu3LgBpBf/HTp0KJcvX8bR0ZHjx48D4Obmhp2dHbGxscyYMYO+ffuyfv16kyd4BoOB7du3M2TIEAIDA0lNTc3T9T169ADSN2aYOXMmEyZMKIgwhRAiX8hyTSGEEELc08GDB/nf//5HREQEkH4/y+DBg3nyyScpWbIkQUFBLFy4EIDRo0ejtaZcuXLs3bsXNze3IjHjZWZmxtq1axk5ciTTpk3j6NGjLF++PNc74LVr1y7LcU7lIYQQoqiQmTwhhBBC3FVISAi1atViyZIllC5dmpIlS/Liiy+iteaTTz5h//79zJw5k1u3blGyZEnmzZvHBx98AKTfx1YUErxM5ubmfPHFF8ybN48tW7bQrFkzbt68matry5QpY3zu6elJ9+7dCypMIYocub0r/xX0z1Rm8oQQQghxV15eXtjb2xMcHEyfPn0YOXIke/bsYc2aNUyZMoVdu3aRkpICpCdRR44c4aOPPjJx1Pc2YMAAPDw8iIyMNNbVyotRo0ZhMBhITk7G1ta2ACIUouiwsbEhISGB0qVLF6kvbYozrTUJCQnY2NgU2GtIkieEEEKIHBkMBqZMmUJiYiJDhw4lJiaGRYsW8cYbb9ClSxeaNm3Kjz/+yJAhQwCwsrJi8+bNeHs/9J4BBa5Fixa0aNECgF9++YVz587dd0MWc3Nz0tLSCAsLo0+fPkydOpWhQ4cWRrhCmIyrqyvR0dFcuHDB1KE8UmxsbHB1dS2w8SXJE0IIIUQ2f/75J/379ycqKoq+ffsaywb8888/PPHEE2itsbW15euvv0ZrjaOjI6GhoUWiPlReLV26lJUrVxIeHs4XX3yBhUXOH48yZzEWLVpEvXr1ikUyK8TDyizyLYoXSfKEEEIIkc3Vq1eJiYmhRIkSjBs3jqVLl9KrVy+cnZ2pX78+5cuXx8LCgkOHDuHs7Mz+/fspX768qcN+IN9//z0VK1Y0bsiyYsWKHDdkcXJyIi4ujlatWtGmTRsaNGhggmiFEOL+ZOMVIYQQQmSRlpbG7NmzSU5OZtKkSXTs2JG+ffsSFhaGnZ0dzz//PDt27OD333/HYDAwe/bsYpvgwX8bssyfP5/ff/8dX19fLl26lK2fnZ0dkF4MPSAggOPHj3P16tXCDlcIIe5LkjwhhBBCGIWGhvJ///d//PLLL7zyyiuMGjWKCxcu8P3332NlZUVUVBRff/01qampaK0pW7YsXbt2NXXY+aJ///789ttvPP/88znO5DVv3hxI33hl27ZteHh4EBwcXNhhCiHEfclyTSGEEEIYjRw5kh07duDj48OCBQvw9fVl5cqVdOnShcuXLxMdHW0siF6iRAnCw8NNHHH+un1DlvDwcHbs2MGgQYOA/2rjJScn06pVK0aNGkWjRo1MFqsQQtyNJHmiWFJKPQt8CZgD87XWk+44HwBMAc5mNAVprecrpSoDazKuswRmaK1nF1rgQghRQLZu3UpiYuJdzx87doytW7dy8OBBYmJiMBgMWFpaUq5cOby9vXn22WdxdnYmNTWVevXq0aRJE5KTkxk6dCh//fUXLi4u7N27N8uY48eP58CBA7Rs2bKg355JBAUFMXv2bA4ePMi0adPw8/PLct7Dw6NAd8cTQogHJUmeKHaUUubA10AbIBrYo5T6WWsdcUfXFVrr4Xe0xQCNtdY3lFJ2wKGMa88VfORCCFFwEhMTc1ximJaWxtixY9m1a1e2c7du3eLMmTOcOXOGH3/8EYDy5cvTrl07PDw8mD59Ol9++SURERFcv349y7WBgYE0bNiQy5cvF8wbKgKCgoKwtbXliy++4OjRoyxatMh4ztLSkn379rFhwwZatmxJiRIlTBeoEELcQe7JE8VRA+C41vqk1vomsBx4PjcXaq1vaq1vZBxaI/8NCCEeYTdv3mTAgAHZEjxbW1ueeuopzMzMKF++fJaCvDExMSxcuJBhw4YBsHfv3iwJnru7OwsWLKBz586F8yZMyNzcnKlTpzJ//ny2bduWZcbS3t6e0NBQ2rdvn2MCLYQQpiQfcEVxVBE4c9txdEbbnboppQ4opVYrpdwyG5VSbkqpAxljTJZZPCHEoyg1NRV/f3+ioqKMba6urnTt2pVffvmFWbNm0bRpUxITE7l58yY2NjYMHTqUmTNn4unpiZWVVZbx7OzseOutt5gzZ06xrIX3MDI3ZKlZs6axrWLFipw/f56tW7fSsGFDE0YnhBDZyXJNURypHNr0Hce/AMsylmUOARYDrQC01meAWkqpCsBPSqnVWuvYbC+i1CBgEEClSpXyM34hhMh39vb2WZZOzp4921gGwM7Ojs6dO3PixAkOHDjA5cuXMTMzo0OHDsTHx/Pqq69Srlw5YxHwiRMnsmrVKpYtW0btzHnkJwAAIABJREFU2rUZNWoUtra2AFy5ciXb6z4OmjdvTvPmzbGysuLWrVs8+eST7N+/nzp16shSTSFEkSNJniiOogG3245dgSyzcVrrhNsO5wGT7xxEa31OKRUONANW53B+LjAXwNvb+84kUgghipTblxLu3LmTzZs307p1ayZMmEDlypUpX748Fy9eZNWqVfz111989tln9OrViytXrpCcnEz37t2B9BnAV199lWXLlvHyyy8zb968bLN6jzMbGxtu3brFmjVrAAgODiYuLo7hw4djZiYLpIQQRYP8NRLF0R7AQylVVSllBfgDP9/eQSl1e1XeTsDhjHZXpVSJjOeOQBPgaKFELYQQheDmzZt06NABa2trqlWrxuDBg3n55ZcxGAyMHj2aIUOGsHfvXsaMGcPy5cspV64c7u7uxuu11vz777+89957LFq0SBK8OzRo0CDLcVBQEIGBgURGRpooIiGEyE5m8kSxo7VOVUoNBzaSXgphodY6XCn1ERCmtf4ZeF0p1QlIBS4CARmXewJTlVKa9GWfn2utDxb6mxBCiALSsWNHEhISMDc3JyEhgY8//hhra2vef/995s2bx+jRo6lXrx49evRg0KBBzJ49G6UU8fHxaK1xdnZm/fr1WFpamvqtFEkVK/53C7hSigMHDvDvv//Ksn4hRJGitJZVaELcj7e3tw4LCzN1GEIIcU/Xrl3D0dERg8HAn3/+ia+vL2ZmZnz11VcEBgYyaNAg3n33XerUqYO1tTV//PEHNWrUwGAw0L59e65fv87WrVtRKqdbnwWk3+v46quvAtCkSRN27NjBwoULeeWVV0wcmRDiUaCU2qu19n7YcWS5phBCCPGIGD58OKmpqbRu3ZoOHTrw+++/A1C1alV69erFV199Re/evbl16xbXrl3j77//BmDGjBkEBwfTo0cPSfDuo3z5/+4G8PHxYfr06Tg5OfHee++ZMCohhMhKkjwhhBDiEXDx4kUWL14MwNmzZ+nUqRNVqlQB0pdwLl26lE8//ZSQkBDmzJnDqVOn8Pf358CBA4waNYqOHTsaZ6jE3TVr1sz4/MiRIzRu3JhDhw4RFBSUbedRIYQwFUnyhBBCiEfABx98YHw+Z84c3nnnHerXr88PP/wAwJ9//smECRNo06YNvXr1wtnZmevXr9OzZ09Kly7NwoULZRYvF5ycnIzP3dzcaNCgAba2trRs2TJLUXkhhDAlSfKEEEKIYk5rzcqVKwFwcXGhWrVqBAYGYmZmRuPGjdFa8/rrr1OmTBk2b97M9u3bAbh06RJPPPEE3377LWXKlDHlWyhWMkslfPrpp/zwww9UrFiRn376yTiTKoQQpiYbrwiRC7LxihCiKFuxYgX+/v4AmJub88EHH/D+++/z5Zdf8vrrrwMQHR1NXFwcERER9OrVyzhrZzAYpL5bHllbW3Pz5k3++ecfPDw8KFGiBE8++SQXLlwgISFByk4IIR6YbLwihBBCCAD69esHgKurK5GRkSxevBhPT09effVVDhw4QGpqKs7OztSrV4/evXtz7tw5+vfvz8WLFyXBewCZ5RLq1KnD4sWL+emnn/Dx8eHatWssXLjQxNEJIYQkeUIIIUSxFh8fT3JyMgDjxo0jKiqKqKgovvjiC86dO4evry+dOnWibt26xMXFYTAYePnll1m+fDkXLlwwcfTFk729vfH5d999x+DBg1m2bBm+vr588skn3Lhxw4TRCSGEFEMXQgghirVRo0YZn//7778MHDiQkydP4ubmhtaaGTNmYG1tzfbt23F2dmbKlCn8/vvvzJ8/nxo1apgw8uLLx8eHvXv3opTC0tKSCxcuEB8fz6RJk4iIiJANbIQQJidJnhBCCFGMfffddwB4eXkZlxG6ubmRkJBA6dKl6d+/PwC9e/cmLCyMsWPH0r17d+MST5F3mcmxlZWVcdYuPDycn3/+maSkJLknTwhhcpLkCSGEEMXU5s2buXnzJubm5kycOJGuXbtiZWWFk5MTvXv3ZtasWSQmJjJo0CDMzc0JDAykfPnyzJ07V2abHoKPjw8At27dIj4+HkhP8qysrLh16xazZs2iVKlS9OrVy5RhCiEeY5LkCSGEEMVUSEgIAB999BFTp06lTJkyNGzYkKZNm+Lu7k5YWBhLliyhZ8+eODo6snr1amJiYnB0dDRx5MVb/fr1gfSdSd944w3Gjh1LeHg4s2bNQmtN8+bNOXnyJN26dZPaeUIIk5ASCkLkgpRQEEIURR4eHly4cIGUlBRu3LhBUFAQv//+O8HBwfz9999Ur16d06dPk5SURI0aNTA3Nzd1yI+M20tQNGvWDDMzM2P9wS1bttC6dWu++uorXnvtNVOGKYQoZqSEghBCCPEY27hxI8ePHycxMZEGDRpgb2+Pj48Pa9as4Y033qBs2bLGRKRx48a8/fbbJo740WJhkb4Yat26dVSpUoVDhw6htaZly5asXLmSZs2a8emnn5KSkmLiSIUQjyNJ8oQQQohi6L333gOgS5cuHDlyhICAAKZNm4adnR2WlpZ4eHgQHR1Nr169MBgMMqOUz6pUqQJAp06dSE1N5dKlS5w/f56mTZtSr149PvzwQ2JiYpg7d65pAxVCPJbknjwhhBCiGDpx4gRKKQYOHMiSJUs4ePAgjRs3ZtSoUXTu3BmDwcDChQvZsWMHS5cupVq1aqYO+ZFSrlw5jh8/jlKKzFtfwsPDmTBhgrHPsGHD8PLyMlWIQojHmCR5QgghRDFz7NgxLl26hJmZGbt376Zdu3bMmTMHGxsb3nzzTVxcXEhKSqJ58+b07t1bdnksAB4eHoSEhGBra0tKSgpHjhzhySefBCA1NZXr168TFBRk4iiFEI8rWa4phBBCFDM9e/YEwNnZmWXLlhESEsKSJUvo0qULU6ZM4erVq1hYWODn58fXX39t4mgfTZnLNQFOnTpFjRo1sLCw4ObNmzg7OzNp0iQALl68yIQJE0hOTjZRpEKIx5EkeUIIIUQxEx4eDoCjoyPXr1/H2dmZLl264O7uzrfffktaWhoNGzZky5YtlCpVysTRPpoyyygkJycTGRnJTz/9xJQpU7CysmLMmDH83//9H5D+uxo3bhyzZs0yZbhCiMeMlFAQIhekhIIQoqhISUmhRIkSxuNPPvmEMWPGGI9nz57N0aNHmTx5MlZWVqYI8bFw5coV7O3tAVi2bBl//PEHGzZs4N9//83Wt3Xr1hw8eJCTJ0/yxBNPFHaoQohiREooCCGEEI+hFStWAGBubo6lpSVOTk4cOnSIkydPcuLECUaOHMnff/8tNfEK2O0zpD169GDatGlERUUBoLXm9OnTxMfHA/Dhhx8SFxcns3lCiEIjSZ4QQghRjAQGBgLpxbi7d+/O2LFjCQgIwNPTk65du2JhYcHSpUslySsEmTOlixYtIiIiwliXMCYmhsqVK7N06VIAmjRpQps2bfjss89ISkoyWbxCiMeHJHlCCCFEMZKYmAjAzJkzGT16NBEREcybN4/mzZtz4MAB5s2bh5ubm4mjfDw4ODgAMGDAAJYtW8bLL7/MsmXLqFChAvPnz6dDhw7Gvh9++CGNGjXi8uXLpgpXCPEYkRIKQgghRDGxf/9+4/MePXpQqlQp4+xRaGgoAwYMoHv37qYK77Hj6upKXFwcdnZ2REZGEhoaiqWlJT179qR///5Z+jZq1Ii1a9eaKFIhxONGZvKEEEKIYuLNN98EwN7eno8//pi6devSpUsX0tLS2LNnD9OnTzdxhI+XGjVqAOnLNg8dOkTNmjWNO58mJyezefNm4315mSIjI1m/fn2hxyqEeLxIkieEEEIUEyEhIUD6ks25c+diYWHBzp07KVGiBJ6enrJzYyGrV68eAJaWlpw8eZLq1asTHh6OwWDg2LFjtG3blo0bN2a5ZsSIEfTt25erV6+aImQhxGNCkjwhhBCiGNBaY2FhgZmZGdWqVePKlSs888wznD9/3pj8icJVp04dAGJjY9FaU758ea5du8aRI0f43//+x8aNG+nUqVOWa8aNG0dCQgJBQUGmCFkI8ZiQOnlC5ILUyRNCmNo///xD3bp1AbCzs6NatWpERkbSpEkTNm7ciJmZfG9b2DJrFpqZmfHTTz/h4eGBp6cn8+fPz3ZP3u3at2/Pzp07OXXqlBSrF0JkIXXyhBBCiMdIv379jM+vXbvGgQMHsLa25ttvv5UEz0RsbGxQSmEwGPD19aVGjRo4Ojqyc+dOAM6ePUtQUFC2pZkffPABFy9eZMaMGaYIWwjxGJDdNYUQQohi4MCBAwBYWFhQtmxZzp49y5IlSyhfvryJI3u8lSpVisTERGbMmIGDgwO+vr6EhoYCEB4ezmuvvYaXlxetWrUyXuPj40O3bt24fv26qcIWQjziJMkTQgghirhLly6RlpZGyZIluXr1KgMHDuTmzZtZ6rAJ0yhfvjyJiYlMmzYNJycn+vfvT3BwMImJiTRv3pyoqCgqVaqU7bpVq1YZy18IIUR+k/UdolhSSj2rlDqqlDqulBqdw/kApdQFpdQ/GY8BGe11lFKhSqlwpdQBpdSLhR+9EELkzaeffgrA9evXsbOzw9/fn4kTJ5o4KgHp9e8gfUbv9OnT1KtXj8aNGxMXF4eNjQ2VK1fOMZnLbNu+fbuxwL0QQuQXSfJEsaOUMge+BtoBXkBPpZRXDl1XaK3rZDzmZ7QlAy9rrWsCzwLTlVIOhRK4EEI8oDlz5gCQmpqKtbU1ZcuWNXFEIpOLiwuQ/rsBKFOmDCEhIXh4eABw9OhRhgwZQkJCQrZrjx07RosWLfjyyy8LL2AhxGNBkjxRHDUAjmutT2qtbwLLgedzc6HW+pjWOjLj+TkgDnAusEiFECIfXLlyxfh83LhxODjId1NFRbNmzYD04ucAhw4dAiAtLQ1I/90tXbqUgwcPZru2evXqdO7cmS+++ILLly8XUsRCiMeBJHmiOKoInLntODqj7U7dMpZkrlZKud15UinVALACTuT0IkqpQUqpMKVU2IULF/IjbiGEyLOzZ88anz/77LO89tprJoxG3KlBgwZA+o6nNjY2xMbGMnHiRNzc3NBa4+3tTXx8PH5+fjle/8EHH5CYmMj06dMLMWohxKNOkjxRHOV0p/qdBR9/AaporWsBvwGLswygVHlgCfCK1tqQ04toredqrb211t7OzjLZJ4QwjcDAQOPzAQMGyGYdRczt/39YtWoVY8eOpU6dOvTp04eUlBSUUtjY2Nz1+tq1a9O1a1emTZvGpUuXCiNkIcRjQJI8URxFA7fPzLkC527voLVO0FrfyDicB9TPPKeUKgWsB97TWu8s4FiFEOKh/PTTT0D60r5u3bqZOBqREwuL9M3Ky5UrB6QXO588eTIlSpQAICYmhlatWhl/l3caP3481tbWxqWeQgjxsCTJE8XRHsBDKVVVKWUF+AM/394hY6YuUyfgcEa7FfAj8K3WelUhxSuEEA/EYDAY7+0KDw83cTTibipUqABASEgIbdq0ISEhgZSUFE6dOgWkz/bdvHmTW7du5Xh9rVq1OHPmjPH+PiGEeFhSJ08UO1rrVKXUcGAjYA4s1FqHK6U+AsK01j8DryulOgGpwEUgIOPyHkBzoLRSKrMtQGv9T2G+ByGEuJ9z584xfPhwAEqUKGGcLRJFj7OzM6dPn2bEiBFAekL+ySefEBsby759+7CwsCAkJOSeY1hbW5OWlsahQ4eoXbt2YYQthHiEyUyeKJa01hu01tW11k9qrSdmtI3LSPDQWo/RWtfUWtfWWrfUWh/JaF+qtba8rbRCHUnwhBBFjcFg4OWXX+bHH38EwM0t295Roghp27YtAJ6enkD6DpsNGjTgwIEDJCUlGftprbl27dpdx3n77bdp2rQp8fHxBRuwEOKRJ0meEEIIUcRMnTqVLVu2GI+XL19uwmjE/bRo0QKAEydOYG9vT3h4OL6+vhgMBvbs2QOkJ+5eXl6MHDnyruMMHDiQpKQkpk6dWihxCyEeXZLkCSGEEEVIWFgYY8aMwcvLy9hWt25dE0Yk7qdJkyZA+gYs7u7uHDp0iIYNGwKwc2f6/l5mZmb069ePNm3a3HUcLy8vXnzxRWbMmIGU7hFCPAxJ8oQQQogiIjk5mZdeegkHBwciIiIA8Pb2NnFU4n7s7OyA9N/flStXcHFxoXTp0lSvXt2Y5AGMHDmSrl273nOs999/n+TkZJnNE0I8FEnyhBBCiCLCxsaGYcOG8cMPP2Bubg7A559/buKoRG5YW1sD8NZbb7FqVfrmzb6+voSGhqL1f6VcL1++zL59++46jpeXF/7+/vz2228YDDmWcRVCiPuSJE8IIYQoAlJTUzEzM+O1116jZs2axtIJmfd7iaIts0be7bXuGjVqRFxcHFFRUca2Xr168cILL2RJ/O40c+ZMdu3ahZmZfEwTQjwY+eshhBBCmNi///6Lh4cHwcHB1KtXj5deegkABwcHE0cmcqt169YAhIaGUr16dYKCgvD19QXIsmTz/fffZ8mSJfccy8HBAXNzc65du0ZiYmLBBS2EeGRJkieEEEKYUFpaGr179yYhIQEXFxc8PT35448/ABgwYICJoxO5lVk+Ye/evcTExLB//36efvppnnjiCUJDQ439fH19adSoEUqpe4537do13N3dmTBhQoHGLYR4NEmSJ4QQQpjQJ598QkhICDNnzqRevXrMmTOHmzdvAvDOO++YODqRW+3btwdAKcXTTz/NoUOHsLCwYMWKFbz++utZ+h49epSgoKB7jmdnZ0fbtm2ZOXMm58+fL7C4hRCPJknyhBBCCBP566+/+PDDD3nppZdwd3fnzJkzREZGGs+XKVPGhNGJvKhRowaQXvC8evXqhIeHo7Wmffv2uLu7Z+m7bt06AgMDOXfu3D3HfO+997hx4wZTpkwpsLiFEI8mSfKEEEIIE1m3bh1ubm58/fXXDBgwgC5dujB06FAAHB0dTRydyAulFFZWVgBcvHiRq1evcubMGa5cucI333zDsWPHjH379evHuXPnqFChwj3HrF69Or1792bWrFkymyeEyBNJ8oQQQggT+eSTTwgLC8PBwYH169fTpk0bdu/eDcDYsWNNHJ3IKxsbGyA9ee/VqxdpaWlcv36dfv36sX79emM/R0dHypYtm6sx33//fW7evMnq1asLJGYhxKNJkjwhhBCikP3888/GrfZLly4NQOXKlWnXrp2xT2BgoEliEw+uYcOGAPj4+LB48WKqVq1K2bJlOXbsWLbfZ3h4OC+99BKxsbH3HNPd3Z2IiAiGDx9eYHELIR49kuQJIYQQhSgyMpJevXrx1ltvAbB8+XJ69+7NlStXjEs0lVJYWFiYMkzxAFq1agWkb6xiZmZmXGLp4eGRreZdWloamzdv5ujRo/cdt3r16kD6jptCCJEbkuQJIYQQhSQuLo7nnnsOKysr5s2bB0BsbCwnTpzgm2++oXv37gBUqVLFhFGKB9WxY0cASpUqRZcuXXjqqacwGAyEh4czcOBAzp49a+z7v//9j5iYGJo3b56rsZctW4arq2uWMYQQ4m4kyRNCCCEKwbVr12jfvj1nz55l3bp1VKpUCUhflrlp0ybGjh1r3Flz2rRppgxVPKCnnnoKgLNnz3Lo0CESExM5cuQIycnJzJ8/n7/++svY9/bZWq31fcdu1KgRSUlJTJo0qWCCF0I8UiTJE0IIIQrBlClT2LdvHytXrqRRo0akpaWxf/9+AH744QeSkpKMH/aff/55U4YqHpC5uTn29vZorXnjjTcACA0NpXbt2tjY2LBz584s/WNiYvDx8WH58uX3HbtKlSq88sorzJ07l+jo6AKJXwjx6JAkTwghhCgEY8eO5bfffqNDhw4ArF69mjp16rB9+3Zmz56Nubk58N8OjaJ4cnBwAODUqVM4OTkRGhqKlZUV9evXJzQ0NEvfsmXL4uLigq2tba7GHjt2LFprPv3003yPWwjxaJEkTwghhChAQUFBXLhwASsrK/z8/Izt7dq1Y8aMGZQoUYJdu3aRlpYGwMcff2yiSEV+yCyKvnPnTqpXr25M7Bo1asTff//NjRs3jH3NzMxYv359rmduK1euTL9+/fjmm2+4fPly/gcvhHhkSJInhBBCFJCpU6fy2muvMXv27GznSpUqxfDhw5k1axaWlpbG9sGDBxdmiCKfeXt7A/DXX39RtWpVJkyYAICvry83btzgn3/+yXbNrVu3SEhIyNX448ePZ//+/cYZQyGEyIkkeUIIIUQB+O6773j77bfp3r077777rrHdYDAwYMAAdu7cSUJCAsuWLaNMmTIAWFlZYWdnZ6qQRT4YNmwYkH5/3pQpU+jatSuQPpMHZLsvT2vNU089xciRI3M1fvny5fHw8AAwzv4KIcSdJMkTQggh8tmmTZsICAigRYsWLFmyxHi/HaTfq7VhwwZOnTrFwoULSUlJMX7Ad3FxMVXIIp9UqFABpRRpaWns27eP3bt3ExoaSoUKFXBzc8uW5CmlGDlyJC+88EKuX0NrTY8ePYwJpRBC3EnlZtteIR533t7eOiwszNRhCCGKAYPBgLe3N2lpaWzfvh17e/tsfVJSUjAzM+Opp57C1dWVvXv3kpyczOLFi3n55ZdNELXIT15eXhw+fJgGDRpw9epVXF1d2bRpEz169GD37t1ERUU99GsMGzaMuXPnEhkZKXUVhXiEKKX2aq29H3YcmckTQggh8pGZmRnBwcH8+uuv2RK82NhYtNbY2NiglOLdd9/l6tWrJCcnA9CrVy9ThCzyWbly5QDYu3cv7u7u7Nq1C4PBQIsWLShbtixJSUnZromJiSEkJCTXrzFmzBjMzMyYOHFivsUthHh0SJInhBBC5IPY2Fjeeecdbt26hYuLCxUqVMhy3mAw0LZtW/z9/QGwtLSkadOmxo04bGxssizrFMXXgAEDgPTfaffu3bly5QoREREMGzaMXbt28cQTT2S7ZsiQIbz00ku5KowO4OrqyqBBg1i0aBGnTp3K1/iFEMXf/7N353FVV/kfx1+HyyYIgigoKIJarrmkZamZba6t0+pUo5Y5Vr9fZtOiTdO+TcvUzGhTTVm2mJVjuZQ1adrukhomJcqigoLiAsh2uZd7fn8A9ydqKgIil/fz8bgP7/1+v+ecz+Xy/crnnvM9R0meiIhILe3fv59Ro0Yxffp0UlJSDnuMtZa77rqL66+/nvT0dP7xj3/wzjvvePf37t37RIUr9eycc84BoKioiK5duwJUWyPvcIncI488wuLFi2vUzrRp03A4HDzzzDO1iFZEfJHuyRM5BronT0R+S1lZGaNHj2bZsmUsXLiQkSNHHrXMCy+8wL333kuHDh1IS0sDYNeuXbRu3bq+w5UTxM/PD2stffr0ITMzk0suuYQ33niDW2+9lYyMDD777LM6aWfRokWcffbZREVF1Ul9ItKwdE+eiIhIA/N4PIwbN44lS5bw+uuv/2aCt3TpUt5++23vlPdTpkxh4cKF3gQvNDRUCZ6PCQkJAWDHjh288847TJ8+HYBu3brRr1+/w5ZJSkqq8T12F198sRI8ETmEkjwREZHjtHnzZhYtWsRTTz3F2LFjf/O4N998k0cffRRrLR6PB4COHTt6J+iIj48/IfHKiTN48GAAmjdvzogRI7z34d1xxx2/mch98803PProo2zfvr1Gba1fv54BAwaQmppau6BFxGcoyRMRETlOXbp0ITk5mfvuu++Ix82aNYtly5bhcDgYPHgwjz76KM2bNyc3NxfgqOWl8bn44ouBiuUy9u7dy5///GfvGnlOp5OtW7ceUmbs2LHk5uYSFxdXo7Zat27N+vXrefzxx2sfuIj4BCV5IiIiNfTOO+/wwgsvANC+fXuMMYc9zlqL0+nEz8+Pdu3a8cMPP/DDDz/gcrl45plnvMM3j9QLKI1T1eLme/fuZejQoTz99NMsWrQIgAsuuOCwy2WEhYURHh5e47batm3Lrbfeyttvv83mzZtrF7iI+AQledIoGWNGGGNSjDGpxpiph9k/zhiTa4z5qfIx4YB9nxlj8owxi05s1CLiCz7//HPGjx/PokWLcLvdRzz2k08+oVOnTmzcuBGAGTNmEB4eTlJSEi+//DJQkSSK74mJiSEwMJDS0lI6duxIz549vTNsXnLJJXz33Xds2rTpkHJJSUlcfPHFZGVl1ai9++67j6CgIB577LE6iV9EGjcledLoGGMcwAxgJNAdGGOM6X6YQ9+31vapfLx2wPZngRtPQKgi4mNWr17NlVdeSY8ePfjoo4/w9/c/4vGtWrViyJAhdOrUiZ07d/Lhhx9y7bXXsnjxYoKDgwG48UZdjnxVly5dANi3bx/nnHMOq1atory8nBtvvBE/Pz/efPPNQ8oEBQWxYcMGtmzZUqO2YmJiuO2223j33XcPmzyKSNOiJE8aozOBVGtturW2DJgDXHasha21S4H99RWciPimzZs3M3r0aFq3bs3ixYuPaVjdWWedxezZswkICODf//43LpeL1q1b43a7CQoKIiAggIceeugERC8NoWq9PKfTydlnn01hYSErV64kNjaWkSNHMmvWLO+Q3Spdu3YlIyPDO3FLTdx7773MmDGDDh061En8ItJ4KcmTxigOyDzgdVbltoNdaYxZb4yZa4yp8XgoY8xEY8yPxpgfqyZHEJGm67vvvsMYw+eff07btm2PeKy1ltdee439+yu+T3K73bzyyitcdNFFfPLJJ7Ro0YJdu3Zxyy23EBgYeCLClwZQdV/e2rVreeSRR2jZsiXp6ekAjB8/nh07dvDf//73kHLGGKy1hySARxMdHc2kSZMICgqiqKio9m9ARBotJXnSGB1uhgN70OuFQIK1thewBJhV00asta9aa/tba/tr/SoRGTduHJs2beLUU0896rGrV6/mlltu4YMPPgBgwYIFZGVlMWbMGNLS0nC5XABcdtkxD0KQRmjIkCEAuFwuhg0bxo5g6RoWAAAgAElEQVQdO7jhhhuAivvyoqKieOONNw4pl52dTZcuXXj77bePq92vv/6axMREvvnmm+MPXkQaNSV50hhlAQf2zLUDdhx4gLV2j7XWWfny38DhV54VETkCp9PJ5ZdfzhdffAFAixYtjqncmWeeyerVq733202fPp0OHTrwhz/8ge3bt+N0Vlyehg4dWi9xy8nBz8+P6OhoALZs2UJQUBAA5eXlBAYGcsMNNzB//nz27t1brVybNm0444wzvOso1lTnzp2JiopixIgRLF26tHZvQkQaJSV50hitBk4xxiQaYwKB64AFBx5gjDlwLNWlwK8nMD4R8QEej4c//OEPzJ8/n507dx5zOWsrBhb079+fwMBAsrKy+Oqrr5g4cSIAvXv3pry8nM6dO2uoZhMwevRoAFauXMn69evp1asXTz75JFAxZLOsrIzZs2dXK2OM4d1332XEiBHH1WZsbCxfffUVnTp1YvTo0SxevLh2b0JEGh0ledLoWGvdwP8An1ORvH1grU02xjxqjLm08rA7jDHJxpgk4A5gXFV5Y8w3wIfABcaYLGPM8BP7DkTkZGetZcqUKXzwwQc8++yz3iF2x1Ju+PDh/O1vf/Nua9euHWlpabRr147TTjvNmzDee++99RK7nFyq7svbvXs3Z599NiEhIXz00UdARcLft29fVq5cediyxcXFZGdnH1e70dHRLFu2jB49enDZZZexdu3a43sDItIomapvHEXkt/Xv39/++OOPDR2GiJwgf/3rX5k6dSpTpkzh+eef/83Fzg9WXFzMhAkTGDp0KBMnTqS8vByHwwHAxRdfzMqVK9m9ezdQcZ/W0ZZgkMbP4/EQFhZGcXExN998M506deL+++9ny5YtdOjQgby8PCIiIg4pZ60lISGBwYMH8+677x53+3l5efzrX//ivvvuw89P3+2LnOyMMWustf1rW4/OdhERkQNYa9m4cSNjxozhueeeO+YEDyAkJITZs2d7h2bef//9XHrppWzYsIFPPvmEZs2aARAREaEEr4k48L68X375hauuugqAjz/+GMCb4Lnd7mrljDE88cQT/PGPf6xV+xEREUybNg0/Pz+2bt3qnQxIRHybkjwREZFKHo8HYwwzZ85k1qxZNer5+Ne//kVmZma1bbGxsSQkJPDiiy/icDi8+99///06jVtObr/73e8A+PHHH1m3bh09evTwDtkEeOmll+jcuTNlZWXVyt1www3eGTrrwiOPPMJ1113Ha6+9Vmd1isjJSUmeiIgIFRNj9O3bl/T0dIwxBAQEHHPZnJwcpk6dyj//+c9q2ydPnsy0adN4++23GThwIADh4eEMGzasTmOXk9u4ceOAiiG61157Lbfddhu33HKLd/+pp57K8OHDvesqHig1NfWwa+kdjxkzZjB8+HBuueUWZsyYUSd1isjJSffkiRwD3ZMn4ttSUlIYNGgQLVq04PvvvycmJqbGdaSmphIfH09gYCDLly9n+/bt/P73v8ftdvPBBx9wxx13sHfvXoYPH85nn31WD+9CTmYhISGUlJRw+eWXM2/evGMeBnz11Vfz7bffsn379jq5p87pdHLNNdewYMECnn/+ee66665a1ykidUf35ImIiNSBHTt2MHz4cBwOB59//nmNErx9+/Z5762qWhLB5XJx22238dBDD1FWVkZAQACbNm3yroX29NNP18v7kJNb1bDLb775BmMMW7duZf78+d791lpWrFhBbm5utXKPP/44K1asqLNJU4KCgpg7dy5XX301s2fP9q7ZKCK+RT15IsdAPXkivik/P59zzz2X1NRUvvrqK/r161ej8vfddx8vvvgiqamptG/fHoB//OMfTJ482bu+3q5du3jyyScpLi6mZcuW7Nmzpz7eipzkvv76a84991xiYmL4wx/+wO7du5k9eza7d++mefPmpKWl0blzZ5555hnuueeeeo/H7XZTWFhIRESEd6bXmkwyJCL1Qz15IiIiteR2uwkLC2PevHk1TvAAHnvsMZYsWeJN8Hbv3s1DDz3ERRddxLBhw3jooYf48ssvKSkpAdSL15QNHjwYPz8/du7cyQsvvEBCQgJOp9M7dLdTp04MHDiQmTNncvAX8KtWreLee+89ZHtt+Pv7ExERQVlZGZdeeilTp06t0/pFpGEpyRMRkSanvLycsrIyoqKi+Prrr2s8EcoPP/xAcXExgYGBnHPOOd7tDz74IPv37+fFF19k9uzZZGdnM3nyZKy1GGOYMGFCXb8VaST8/PwYMWIEAHFxcUybNo2oqCjvcF+Am266iY0bNx6yOHpSUhIvv/wyWVlZdR6Xv78/HTt25JlnnuHOO+9UoifiI5TkiYhIk2KtZfLkyYwePZqysrIaD1Grmjxl8uTJ1bavX7+eV155hdtvv52uXbvyzDPP0LZtW+6++26gYhp9DYdr2iZNmgTA9u3bKSws5IorruCjjz5i9+7dAFxzzTWEhITwxhtvVCt3ww03kJub6+0xrkt+fn5Mnz6dKVOm8I9//INbb70Vj8dT5+2IyImlJE9ERJqUJ598khkzZtC7d28CAwNrXL5ly5Z88MEHPPLII95tVYljZGQkDz/8MAsWLCAlJYXTTz+drKwsWrZsyVtvvVWXb0MaoYsvvhg/Pz/cbjdjxowhPDwcl8vF8uXLAQgLC+Oqq67ivffeo7i42FuuWbNmBAUF1Vtcxhief/55pk2bxiuvvOL9YkJEGi8leSIi0mTMnDmTBx54gOuvv55nnnmmRmXLy8tJSUkBYMSIEcTGxnr3zZs3j+XLl/PYY48RGRlJYmIi1157LRkZGZSUlHDFFVcQEhJSp+9FGh9jDB07dgQqen5jYmLIysriqquu8h4zfvx49u/fz7x586qVXbduHeeeey5paWn1FtsTTzzBX//6V8aOHVsvbYjIiaMkT0REmoRFixYxceJEhg0bxsyZM2s8Jf1zzz1Hnz592Lx58yH7Zs6cyWmnneZd4Lpjx45cfPHFpKenA5yQ2RKlcZg7dy4A2dnZxMbGEh0dDVQsxwEVSy107NjxkCGbkZGR7N27l5ycnHqLzRjDvffeS+/evQF47733KCsrq7f2RKT++Dd0ACIiIidCfHw8o0aN4t133z2uYZrjx48nMDCQzp07H7Lv448/Jjs7m8zMTJ566ik6derE1KlTATj77LPp0qVLreMX39C7d28iIyPZt28fL774In379uX999/n3//+NxkZGQQHBzNu3DgefPBBMjIySExMBCAhIYGff/75hMW5atUqfv/73zN69Gjmzp1LcHDwCWtbRGpPPXkiIuLT9uzZg7WWXr16sWDBAsLCwmpUPjc3F2st0dHRTJkypdrkKbt376agoICAgADi4+OZPHkys2fPrtZLOHv27Dp7L+Ib7rvvPgDWrFlDz549iYuLIycnhzfffBOAsWPHEhsbS2pq6iFly8vLuf3221m3bl29xnjmmWfyr3/9i08++YTLLrus2j2CInLyU5InIiI+a/v27fTt25fHHnvsuMoXFhYyaNAg/vd///ew+6dMmUKvXr1wOp3Mnz+fhQsXcv/99/PAAw8A0LNnTxISEo43fPFRkydPJjQ0FIDTTjuNMWPGMGDAAP7617/idruJj48nMzOTiy666JCyO3fuZNGiRXz99df1HuekSZOYOXMmX3zxBaNHj6awsLDe2xSRuqEkT0REfNLOnTsZMWIEeXl5XHLJJcdVR2hoKLfccgvXXnvtYfffcccd/OUvf8HtdnPHHXfQsWNHnnzySe99TJ9++ulxxy++Kzg4mGuuuQaAn3/+mT179nD//fezZcsW5syZA+CdhfPgxdFjY2NZv369dwmPkpKSeo11/PjxvPPOO3z//fd888039dqWiNQdJXkiIuJTtm7dyo033kh8fDwpKSnMmzePvn371riekpISjDHcc8891RY8h/8fwnnGGWdw880389RTT7Ft2zb++Mc/UlRUBFQs1VAf65qJb3j22We9z2+77TZWr15Nz549mTFjhnf73Llzufnmm/niiy+qlW3RogUAW7ZsoWvXrnzwwQf1Guvvf/97UlNTGTlyJIDW0RNpBJTkiYhIo1dUVERGRgYAAQEBfPrpp0ycOJH169dz4YUX1ri++fPn06VLFzZt2nTIvoyMDM444wymTZvm3TZp0iReeuklXn75ZQCioqK8912JHE5UVBTdunUD4LPPPuOtt97itddeq9b7e+211/LVV18xbNiw36zjzDPPpEePHvUeb9UXFp9++ikDBw70LuAuIicnJXkiItJopaSkcOeddxIXF8eECROAiuFs2dnZ/POf/6Rr167HVW98fDwDBgwgPj6+2vb09HSGDh1KQUEBV199Nbt378blcpGdnc28efO8iebjjz9e4yUapOlZvHixdyKfhIQEBgwYQGRkJKWlpeTn52OMYciQIQCsXr2an376qVr5sLAwPvzwQ2+S9+2331Yb2lkf/P39SUpKYujQofW6nIOI1I6p74uBiC/o37+//fHHHxs6DBGptGTJEp5++mmWLl1KQEAAV111FbfddhuDBw+uVb0ej+c3k7PU1FTOO+88iouLWbJkCaeccgpDhgwhMTGRNm3a8NJLLwEVsxKuXLmyVnFI0zF27FjeeustQkND2blzJ+np6fzxj38kKiqK+fPne+/N6969O6WlpaxevZqYmJhD6vnqq68YOnQob775Zr0vZr5s2TIuueQS4uLi+PLLL4mLi6vX9kSaEmPMGmtt/9rWo68ZRUSkUcjOzvZOMrFhwwY2bdrEE088QWZmJrNnz66TBO/KK6/k6aefPmTf5s2bGTp0KCUlJXz55Zf06tWLMWPGkJSUxIQJE5g/fz4AzZo149tvv61VHNK0vP7664SFhVFUVMT555/Peeedx+WXX86iRYu89+35+/szZ84cdu/eze9+9zucTuch9QwZMoTXXnuNMWPG1HvM5513Hp9//jnZ2dkMGTJEQzdFTkJK8kRE5KRlreXrr7/m2muvJT4+nvfffx+AW2+9lfT0dO6///7D9mocD5fLRWhoqHdq+yopKSmce+65lJWVsWzZMnr37s1dd93FokWLuOyyy2jTpg3Z2dlARQ9HQEBAncQjTYO/v783mVu9ejUDBw7knnvu4ZprruHPf/6zd6mE008/nVmzZvH9998zadKkQ4ZlGmO4+eabCQwMpLCwkPvuu69e17YbNGgQS5Ys4corryQqKqre2hGR42St1UMPPY7y6NevnxWRE8ftdtsZM2bYHj16WMBGRkbau+66y6alpdVrux6Px3o8Hu/rX375xcbExNjo6Gi7YcMGa62106dPt4CdMGGCDQ4OtvHx8dbhcNhHHnmkXmMT3zZs2DALWGOM3bFjh83IyLCnnHKKbdu2rc3JyfEe9+CDD1rAPv/8879Z16JFi2xAQIBdunTpiQjdWmvt5s2b7caNG09YeyK+CvjR1sHfrurJExGRk0bVRA5+fn68/vrrBAcHM3PmTLKysnj++efp2LFjnbeZkpLCqFGjyM7OxhjjnQjDWsv48eMxxrB8+XLv5BaDBg1i0qRJ9O/fn9LSUrZt28Zrr73Ggw8+WOexSdOxcOFCQkJCsNYydOhQevXqxaRJk2jXrl21RcgfeughrrzySu655x4WL1582LpGjx5NWloa559/PlD/Sx5Ya/n973/Pueeey4YNG+q1LRE5NkryRESkQZWVlTFnzhyGDBlC586dvbMKLlmyhNWrVzN+/HhCQkLqvF2XywVUTKjy66+/el9XMcYwZ84cli9fTuvWrXnxxRdxuVy8/PLLxMbGcueddwJwwQUXMG7cuDqPT5qWwMBA/vvf/wKwadMm/Pz86Nu3LytXrqRTp04UFxeTn5+Pn58fs2bN4rTTTuO6665j48aNh62vasmD7777jj59+nhnfq0Pxhjeeust/Pz8GDp0KOvWrau3tkTk2CjJExGRBrFz504eeOAB2rdvz5gxY9i+fTsPP/ywd3bLyMhIb69aXRs9erR3yYXRo0eTkpLiXS5h1qxZ3HXXXXg8HhISEsjPz+f0009n6tSprFixgjfffJOHHnqI0tJSrrjiCpYsWVIvMUrTM2jQIO/C5/n5+VxyySWsXr2a5cuXc/vtt3PGGWewYcMGQkNDmT9/PsHBwVx66aWHnYilir+//2HvNa1rXbt25euvvyYkJITzzz+f1atX12t7InJkSvJEROSE8Xg85OfnA7B7926eeuopBgwYwOLFi9m8eTN33303YWFhdd7u4sWLufvuu72vBw0axBlnnOF9vWfPHm9PXk5ODqtXr2bbtm387W9/Y/DgwZSWlvK///u/DB06FKfTibWWv//978ybN6/OY5Wm7cILL2Tx4sX4+/tTVFTEWWedxXnnnUffvn3Zv38/AwYM4L333qNDhw7MmzePxx9/nKCgIJxOJ9u2bTukvgEDBvD9998THR2NtZZNmzbVW+ydO3fm66+/JjIyUsOXRRpaXdzYp4cevv7QxCsitbN37177wgsv2FNPPdVed9113u07duyol/ZcLpf97LPPrNvtttZa+9RTT9n4+Hibn59f7bjk5GQ7fvx4GxgYaN955x1rrfWWGTRokAXsgAEDLOB9GGPsvHnz6iVukSpffvmlDQ8P9/7enXPOOXbt2rX2rLPOsoC9/fbbq/0+z5w50zocDrt+/frfrPPpp5+2ISEhdtOmTfUae1ZWls3Ly7PW2moTGYnI0aGJV0RE5GT3008/MWHCBOLi4pgyZQqtWrXi8ssv9+5v27ZtnbVlrcXtdgMwf/58RowYwfLlywG48847ycjIIDw8HGsty5cvZ/To0fTo0YM5c+Zwyy230L17d/7+97/jcrlYvnw54eHhREdHV1vYfMqUKbhcLq644oo6i1vkcM477zx27txJr169APjmm2/o168f69at45xzzuHNN9+kvLwcgOLiYi688EKeeOIJevbsCcCrr77Kp59+Wm3SlXHjxvHII4/QuXPneo09Li6OFi1aUFxczMUXX8znn39er+2JyGHURaaohx4n+gGMAFKAVGDqYfaPA3KBnyofEw7YNxbYXPkYeyztqSdP5NiVlJR4e8OmTp1qQ0JC7C233GLXrVtXb23u2rXLdurUyb7yyivWWmuLi4vtRx99ZEtLS6211u7cudMuWbLEvvjii7Z///4WsK1atbK33367/ctf/mIHDRpk/fz8LGBHjhxZreeOyiUc6qvXUeRoZsyYYR0OR7XfyVGjRtk1a9bYV1991fbp08cOGzbMzp071+7atcuWl5fbbt26WcB2797dvv76695zoUpmZqa96667vL2BeXl5tqCgoE7j3r17t+3du7cNDAy0CxcurNO6RXwVddST1+B/rOuhR00fgANIAzoCgUAS0P2gY8YB0w9TtiWQXvlvZOXzyKO1qSRP5OjS0tLsPffcY6Oiouwnn3xirbV2z549dt++fXVSv8fjsWVlZd7X06dPty+99JJ33/jx4+3ixYuttdYuXbrUTp061XvspZde6v3juH379vaJJ56wN9988yHJXGBgoPe5n5+fHT58uN25c2edxC9SGx6Px86YMcM2b978kN9bh8NR7Xe3c+fO9pVXXrFvv/227dWrlwVs8+bN7emnn26vueYaO23aNDtq1CjrcDhscXGxtdbaxx9/3ALe1++//7699dZbbXl5ubXW2m3bttmMjIwax71nzx7bv39/6+/vb+fOnVtnPw8RX1VXSZ6pqEuk8TDGnA08bK0dXvl6GoC19qkDjhkH9LfW/s9BZccAQ621f6x8/Qqw3Fr73pHa7N+/v/3xxx/r9H0czYYNG3jiiSfYsmULfn5++Pv7s3fvXoqLi4mMjKR58+bk5+dTXFxMREQE7dq1Y/PmzRQUFNC3b18uuOACPvnkEzZt2oS/vz8BAQHs37+fkpISgoODiYyMpKSkBI/HQ6tWrXA4HGRmZlJWVkb37t3p0aMHK1asIDc3l8DAQBwOB/v376e0tJSQkBDCw8NxOp14PB6ioqLw8/MjMzOT8vJyevfuTceOHfn+++/Jy8sjMDAQYwz79+/H5XIRGhpKs2bNvBNdREVF4fF4yMrKwhhDv379iI6O5vvvv6eoqIigoCCstezfvx+Px0NoaChBQUG4XC78/PyIjIzE5XKxfft2goKCOOOMMwgJCWHVqlWUlpYSFBSE2+2msLAQay1hYWE4HA7cbjcBAQHen0V2djbNmjXjrLPOwlrLmjVrcLlcBAcHU1ZWRlFREX5+ft6JQdxuN0FBQURGRlJQUMCuXbto0aIFZ555Jvv37yc5ORm3201wcDBOp5OioiIcDgfh4eGUl5fj8XgIDg4mIiKCvXv3smfPHqKjo+nfvz87d+4kJSXFe0xpaSlFRUUEBAQQFhaG2+2mvLycsLAwQkNDyc3NJT8/nzZt2tCzZ08yMzPZvn07AA6Hg+LiYsrKyvD39yckJAS3242fnx/h4eH4+fmRm5tLaWkp0dHRJCYmsn37dvLy8jDG4PF4KCkpwe124+/vT3BwMB6PB39/f1q0aEFZWRk5OTmUlZUBcOqpp1JeXs6+ffu8P6+CggJcLhdBQUG0bNmSvLw8nE4nISEhtG3blq1bt1JcXExMTAxXX301c+fOJSsrC4CYmBgKCgrYv38/1lpatmxJSUkJJSUlGGMICgqitLQUay1dunShdevWrFq1irKyMowxHOv/cw6Hg5tvvpkePXpwyimnMHLkyLo+rUXqRHp6OnfffTfr1q1jy5Ytv3mcw+HwDuk8nISEBMrKynA6nezbt4+wsDBCQkKIiIggJyeH/fv3ExUVhcPhoKCggMLCQmJjY4mKisLpdOJ2u2nbtq13eYegoCCaNWtG69atKS0tJS8vD2st5eXlpKam4nQ6adOmDR06dMDPz4+1a9d6Y6m6psTHx5OQkEBRURFJSUkVf6xWnscej4c2bdoQExODv78/GRkZeDwe7/UwICCAuLg4oqKiKCsr804y4+fnR3l5OW63m1atWtGyZUsCAgLIz8/H7XZTWlqKy+UiICCA6OhoQkNDKSsrIzMz0xufy+XC5XLRqlUrIiIivOWdTielpaWUl5fj7+9Pu3btcDgcOJ1OduzYcUj5mJgYwsPDcTgc1cp7PB4CAgJISEigvLyckpISdu7cCfz/UHS3202bNm28w84LCwspKSmhtLQUYwz+/v507NgRp9NJcXExubm5AN7/b8rLy2nTpg0tWrTA5XJRVFTk/b+p6u+Ejh07UlJSQn5+vvca7nK5vMN+q9ovLS2lpKSkWvmgoCASEhIoLS1l165dFBcXY4zxxu7v7+99/4WFhZSWlnrrCQwMJDAwkPj4eFwuFzt27PC+L7fb7f3/o02bNoSGhnr/nqn6+QUGBtKsWTNiY2PxeDzs27cPp9PpLV9aWur9/z4+Ph5jDDt27KCoqAhjjPdvkm7duhEXF0e3bt04++yzSUhIqPH5WVvGmDXW2v61rkdJnjQ2xpirgBHW2gmVr28EBhyY0FUmeU9RMWRzEzDFWptpjLkbCLbWPl553F+AEmvtc0dqsyGSvJEjR/LZZ5+d0DZFfJ3D4cDf3x+3201UVBTXXXcd/fv3p0+fPpx22mkNHZ7IcVmyZAmvvfYamZmZJCcn43A4KCkpweVyee9TFZGaeeCBB3jsscdOeLt1leT510UwIifY4RbOOvjbioXAe9ZapzFmEjALOP8Yy1Y0YsxEYCLgXT/rRHrqqado1qwZW7duxRhDQEAA+/bto6ioyNuTV1BQ4O3Ji42NJT09nYKCAnr16sXw4cP59NNPvT15gYGB3uOrevKqeuIiIyPx9/f3fnPWvXt3evbsyZo1a9i5cydBQUHeb3JLSkq8PXllZWVYa4mMjMThcJCVlYXL5aJ3796ccsoprFq1ij179tCsWTOMMeTl5VFaWkpoaKi3Nwoq1kPzeDxkZmZijOH0008nLi6ONWvWsG/fPkJCQrDWkpeXR1lZGc2bN6dZs2beHpqqnrysrCz8/f0ZMGAALVq0YN26dRQUFBAWFobL5WLfvn24XC5atGhBcHBwtfKlpaXensCBAwcSGBhIUlIShYWF3l7LvXv3Yq2lRYsW+Pv7e9dza9myJQUFBezYsYPw8HAGDx6My+Viw4YNlJSUEBERQUlJCbt27cIYQ1RUFMYYHA4HUNGTuWfPHnJycmjVqhWDBg1i//79bNy4kdLSUiIiIigsLGT37t34+fnRunVroOLb3cDAQFq2bElubi67du0iLi6OoUOHkpOTw08//YS1ltatW3t7GgMDA4mJifH2zgUHBxMbG8uOHTvIzc2lS5cuDB8+nF9++YWVK1dijCEhIcEbX1BQEB06dKCkpIR9+/bRvHlzEhMTycjIYM+ePfTt25dRo0axbNky1q5d6/1mNycnh127dhEWFkZcXBwFBQU4nU7i4+MJCQkhPT2d0tJSLr30UuLj4/nyyy/JzMwkLCyMwMBA8vLy8Hg8xMfHEx4ezu7duykvL+fss88mOjqaFStW0KZNG66//nr8/f1Zu3YtiYmJ3m/8RXzZhRdeyIUXXvib+621FBUVUVhYSHp6Ovn5+Xg8HkpLS1m7di0FBQX4+fnh8XjYtm0biYmJREZGsm/fPn799VdvL1BxcTFFRUW0bNmS2NhYjDFs3bqV0tJSysrKCAoKory8nFatWmGMYe/evd4REOXl5d7elPDwcCIjIw/pjQoKCvLuN8aQm5tLeXk5xhhcLhelpaUEBwfTvHlzIiIisNZSUlJCYWEhTqeT4OBggoODadasGX5+fuTk5ODxeLDWUlZWRllZGWFhYYSHhxMcHOztySouLsblchEYGEjr1q1p1qwZZWVl3tEQgLc3KjIy0vt/wP79+ykrK/P25AUEBNC2bVscDgdlZWVkZ2dXK+9yuWjdurX3/VXFXTUSweFw0KFDB9xuN06nk26h178AACAASURBVF27dgF4f/7l5eXe8h6Ph+LiYm9vWFVPXkJCgrd3bc+ePd6ffVVvXnR0NOHh4bjd7mrv3+FwEBAQQGJiIiUlJeTl5Xl/L6p6SgFvT1ppaak39pKSEgICAqq1v2vXLu9oi6ryDoeD6Ohomjdv7m3b6XR6y1f15DmdTnJycqr1xFWNvImJiSEkJMTbE1j18w8ICKBZs2a0bdsWj8fjHS1S9bvjdDoJCAigRYsW3p687Ozsw/bkxcbG0rNnT84555x6OmNPDPXkSaNzLMM1DzreAey11rZoTMM1RURERKRpqauePC2hII3RauAUY0yiMSYQuA5YcOABxpgD52W/FPi18vnnwDBjTKQxJhIYVrlNRERERMQnaAyLNDrWWrcx5n+oSM4cwExrbbIx5lEqZiRaANxhjLkUcAN7qZhtE2vtXmPMY1QkigCPWmv3nvA3ISIiIiJSTzRcU+QYaLimiIiIiNQ3DdcUERERERGRQyjJExERERER8SFK8kRERERERHyIkjwREREREREfoiRPRERERETEhyjJExERERER8SFK8kRERERERHyIkjwREREREREfosXQRY6BMSYX2NoATbcCdjdAu3Ji6XNuGvQ5+z59xk2DPuemoaE+5w7W2ta1rURJnshJzBjzo7W2f0PHIfVLn3PToM/Z9+kzbhr0OTcNjf1z1nBNERERERERH6IkT0RERERExIcoyRM5ub3a0AHICaHPuWnQ5+z79Bk3Dfqcm4ZG/TnrnjwREREREREfop48ERERERERH6IkT+QkZYwZYYxJMcakGmOmNnQ8UnvGmPbGmGXGmF+NMcnGmMmV21saY74wxmyu/DeyoWOV2jPGOIwx64wxiypfJxpjVlZ+zu8bYwIbOkapHWNMhDFmrjFmY+V5fbbOZ99ijJlSeb3eYIx5zxgTrHO58TPGzDTG7DLGbDhg22HPXVPhH5V/j603xpzecJEfOyV5IichY4wDmAGMBLoDY4wx3Rs2KqkDbuBP1tpuwFnA7ZWf61RgqbX2FGBp5Wtp/CYDvx7w+q/AC5Wf8z7g5gaJSurS34HPrLVdgd5UfN46n32EMSYOuAPob63tCTiA69C57AveBEYctO23zt2RwCmVj4nAv05QjLWiJE/k5HQmkGqtTbfWlgFzgMsaOCapJWtttrV2beXz/VT8QRhHxWc7q/KwWcDlDROh1BVjTDtgNPBa5WsDnA/MrTxEn3MjZ4wJB4YArwNYa8ustXnofPY1/kAzY4w/EAJko3O50bPWfg3sPWjzb527lwFv2QorgAhjTNsTE+nxU5IncnKKAzIPeJ1VuU18hDEmAegLrARirLXZUJEIAtENF5nUkReBewFP5esoIM9a6658rXO68esI5AJvVA7Lfc0YE4rOZ59hrd0OPAdsoyK5ywfWoHPZV/3Wudso/yZTkidycjKH2aapcH2EMaY58B/gTmttQUPHI3XLGHMxsMtau+bAzYc5VOd04+YPnA78y1rbFyhCQzN9SuU9WZcBiUAsEErF0L2D6Vz2bY3y+q0kT+TklAW0P+B1O2BHA8UidcgYE0BFgveutXZe5eadVUM/Kv/d1VDxSZ0YBFxqjNlCxVDr86no2YuoHPIFOqd9QRaQZa1dWfl6LhVJn85n33EhkGGtzbXWuoB5wEB0Lvuq3zp3G+XfZEryRE5Oq4FTKmfwCqTiRu8FDRyT1FLlfVmvA79aa/92wK4FwNjK52OB+Sc6Nqk71tpp1tp21toEKs7dL6211wPLgKsqD9Pn3MhZa3OATGNMl8pNFwC/oPPZl2wDzjLGhFRev6s+Y53Lvum3zt0FwB8qZ9k8C8ivGtZ5MtNi6CInKWPMKCq+/XcAM621TzRwSFJLxpjBwDfAz/z/vVr3U3Ff3gdAPBV/VFxtrT34hnBphIwxQ4G7rbUXG2M6UtGz1xJYB9xgrXU2ZHxSO8aYPlRMrhMIpAPjqfgCXeezjzDGPAJcS8XsyOuACVTcj6VzuREzxrwHDAVaATuBh4CPOcy5W5ngT6diNs5iYLy19seGiLsmlOSJiIiIiIj4EA3XFBERERER8SFK8kRERERERHyIkjwREREREREfoiRPRERERETEhyjJExERERER8SFK8kRERERERHyIkjwREREREREfoiRPRERERETEhyjJExERERER8SFK8kRERERERHyIkjwREREREREfoiRPRERERETEhyjJExERERER8SFK8kRERERERHyIkjwREREREREfoiRPRERERETEhyjJExERERER8SFK8kRERERERHyIkjwREREREREfoiRPRERERETEhyjJExERERER8SFK8kRERERERHyIkjwREREREREfoiRPRERERETEhyjJExERERER8SFK8kRERERERHyIkjwREREREREfoiRPRERERETEhyjJExERERER8SFK8kRERERERHyIkjwREREREREfoiRPRERERETEhyjJExERERER8SFK8kRERERERHyIkjwREREREREfoiRPRERERETEhyjJExERERER8SFK8kRERERERHyIkjwREREREREfoiRPRERERETEhyjJkwZnjBlhjEkxxqQaY6YeZv84Y0yuMeanyseEyu0djDFrKrclG2MmHVDmCWNMpjGm8KC6gowx71e2tdIYk1Df709ExNfU4rp93gHbfjLGlBpjLq/cl1h5Xd5ceZ0OrNyu67aISA0Za21DxyBNmDHGAWwCLgKygNXAGGvtLwccMw7ob639n4PKBlLxO+w0xjQHNgADrbU7jDFnAVuBzdba5geUuQ3oZa2dZIy5DrjCWntt/b5LERHfUZvr9kH1tARSgXbW2mJjzAfAPGvtHGPMy0CStfZfum6LiNScevKkoZ0JpFpr0621ZcAc4LJjKWitLbPWOitfBnHA77O1doW1NvswxS4DZlU+nwtcYIwxxx29iEjTc9zX7YNcBSyuTPAMcD4V12WouE5fXvlc120RkRryb+gApMmLAzIPeJ0FDDjMcVcaY4ZQ8e3xFGttJoAxpj3wCdAZuMdau+NY27PWuo0x+UAUsPvgA40xE4GJAKGhof26du1ak/cl0uikpKQA0KVLFwCSkpKIiIigQ4cOtao3KyuLXbt2cfrpp9c6xuO1Y0fFpSE2NrbO6965cydOp5P4+PijHutyuVi/fj3t27cnOjrauz0nJ4ecnBz69OnD+vXrcblcdOrUiYiIiFrHt2bNmt3W2ta1ruj/1eq6fYDrgL9VPo8C8qy17gPqjDu4vSNdt3XNFhFfUFfXbCV50tAO923swWOIFwLvVQ7LnETFN7rnA1T+0dDLGBMLfGyMmWut3VnL9qis+1XgVYD+/fvbH3/88cjvRKSRS0tLw+l00r17d0pKSggJCWHy5Mk88MADtap35MiR5OTk0JDn0NixY7HW8tZbb9V53aNGjSI7O5uPP/6Y2NhY/Px+e5DMd999x+DBg3n11VcZMWJEtX3WWowxjB8/njfffJM5c+bQv3//WsdnjNla60oOqvIw2475ul0ZU1vgNODzY6jzmK7bumaLiC+oq2u2hmtKQ8sC2h/wuh1QrTfOWrvngGGZ/wb6HVxJZQ9eMnDOsbZnjPEHWgB7jytyER/TqVMnunfvDlT0vgG0b9/+SEWOSXJyMj169Kh1PbUxa9aseknwAFJTUwkNDaV9+/asXr36iMempaUB0LFjx0P2VY1A7Nev4hJXFz/7elIX1+1rgI+sta7K17uBiMrr8sF16rotIlJDSvKkoa0GTqmcVS2QiuE7Cw48oPIb3yqXAr9Wbm9njGlW+TwSGASkHKW9BcDYyudXAV9azT4kgtvt5p133iE1NRWAzMyKkXW1TTTKy8sZPHgw559//tEPboTcbjcZGRkEBQUBcOqppx7x+PT0dIwxhwyB/d3vfsdbb71FaWkp6enpBAYG0rp1XY6wrFPHfd0+wBjgvaoXldfhZVRcl6HiOj2/8rmu2yIiNaQkTxpU5f0X/0PFkJ1fgQ+stcnGmEeNMZdWHnZH5RIJScAdwLjK7d2AlZXbvwKes9b+DGCMecYYkwWEGGOyjDEPV5Z5HYgyxqQCdwGHTP0t0hTl5uZy4403smTJEqDukjyHw8Hs2bO56aabah3j8Xr77bcZNmwYBQUFdV73tm3bcLvduN1uWrVqRWRk5BGPT0tLo3379t6kEKCoqIiPPvqIrKwsFi5cyAsvvEB0dPQRh302pFpet6lcAqE9FdftA90H3FV5fY6i4noNum6LiNSY7smTBmet/RT49KBtDx7wfBow7TDlvgB6/Uad9wL3HmZ7KXB1LUMW8TmtW7cmJSWFqKgoAHbt2gVAu3btalWvy+UiICCg1vHVhrUWl8tFWFhYnddd1fOZn59/1F48qOjJO3io5rZt2wBISEigR48edOjQ4WQeqgkc/3W7ct8W/n9SlQO3p1Mxc+fB23XdFhGpoZPza0IRETmh/P39OfXUU71J3j333ENRURHNmjWrVb333nsvHTp0oCFH1/3hD39g2bJl3nve6lJVkpeTk3NMSV5aWtohSd7WrRX32Hfo0MF7T2RtZzQVEZGmTT15IiLCr7/+yurVq7nyyisJDQ0FICQkpNb1Jicn06pVq3pJsE4GqamphISE8Pzzzx91CQVrLZMnT6ZXr+oDELZs2QJUJHZZWVlkZWWd9D15IiJyclNPnoiI8PnnnzN27FjKysoA+NOf/sQbb7xR63p/+eWXBp1ZMzk5mYSEBJYvX14v9aemptK5c2euv/56zjnnyJP7GmOYNm0ao0ePrrbd39+frl270rZtW0aMGEF5ebl68kREpFaU5ImICBMnTiQ1NdW7+PY333xDcnJyrerMy8tj+/btDZrkGWM466yz6mURdIDQ0FC6dOnCDz/8gMvlOuKxe/fuZfv27YcMXZ0wYQK//vorDoeD6667DtBwTRERqR0leSIiQkhICJ06dfIOq1y1ahXPPfdcrer85ZdfABo0yevevTtz5sw5pvvljsd7771Hr169GDhwoLcX9Le89dZbtGvXjr17f3uJt6r79ZTkiYhIbSjJExER/vOf/7BgwYKjH1gDUVFR/OlPf+L000+v03prwu1213sbmzdvpl27dt57GX/L8OHDeeWVV2jZsmW17UOGDOHZZ5+lsLCQNWvWABz1/j4REZEjUZInIiI8++yzTJ8+HYDvvvuO888/n02bNtWqzi5duvDcc8/V21DJo7HWEhcXx4MPPnj0g4/Df/7zH/r378+GDRs45ZRTjnp8t27dmDhxYrVJaJxOJ99++y1FRUV88803/O1vfyMsLIzmzZvXS8wiItI0KMkTERGWLl3Ku+++C8DGjRtZtmxZrde3S0tLo6SkpC7COy5lZWVMnDiRs846q17qDw4OplWrVmRkZBzTcNAlS5Z4l0uokpmZibWWhIQEevfuTa9evUhISKiXeEVEpOlQkiciIoSGhtK6dWugIvEwxhAXd8h61TUyZMgQJk2aVBfhHZegoCAee+wxRo0aVS/1jx49mnfffZd9+/YdNcnzeDyMHj2aGTNmVNt+4Bp5sbGxuN1uOnXqVC/xiohI06EkT0SkiSstLeXJJ58kKSkJqEjyYmJiCAwMPO468/Ly2LFjR4NOurJ3717Ky8vrrf7S0lKaN2/OV199xZVXXnnEY3fs2EFZWdkRF0JPTk4mIyNDk66IiEitKckTEWnicnJy+POf/+yd9KMuFuOuWn6hIZO8m2++mX79+tVL3Tk5OTRv3pz33nuPIUOGHDUxS09PBzgkyWvZsiXnnXce7dq1Y8KECZSUlCjJExGRWvNv6ABERKRhJSQkUFxc7J0QJDMzk27dutWqzpMhyRs7diz5+fn1UndSUhLl5eXs27ePefPm8bvf/e6Ix6elpQEcMhTz8ssv5/LLLwdg0qRJrFixQkmeiIjUmpI8ERGhWbNmQMWMlJmZmVx00UW1qi85OZnQ0NAGXQqgKnmqD1VDW7/66iuSk5OPmuSlp6fjcDgO+XlYa73JdYsWLQAtnyAiIrWn4ZoiIk3cihUrePzxxyksLCQ/P5/CwsJaD9e88cYbeeWVV/Dza5j/Znbv3u2dubI+JCUl0b59e7Zu3XpMM2ump6cTHx9/yIylXbp0YerUqezfv58vvvgC0ELoIiJSe0ryRESauO+++46//OUvGGPIzMwEqHWS179/f66//vq6CO+4vPPOO8THx7Nr1656qT8pKYnevXuzadOmY07yDr4fz+l0kpqaSrNmzVi/fj0vvfQSgYGBtGrVql5iFhGRpkNJnohIE/enP/2J0tJSQkNDKSsro0+fPockJDVRWFjIokWL2Lt3bx1GWTOjRo3i3//+NzExMXVed2lpKRs3bqRjx44UFxcf00LoaWlph51Z01pLYmIip512Gueccw4dOnSotli6iIjI8dA9eSIiQlBQEAD9+vVj3bp1tarrp59+4pJLLuHTTz9l5MiRdRFejZ166qnH1MN2PJKTkykvL6dly5beto5k//795ObmHjLpStWMm4mJiYSHh1NcXFyr5FpERKSKevJERJq46dOn8/rrr9dZfVUza3bv3r3O6qwJp9PJl19+SUFBQb3UXzXpyrXXXkt6ejoDBw484vFBQUEsX76ca665ptr2jIwMoGJZhe+//57U1FTdjyciInVCSZ6ISBP34YcfsmDBAgDuvvturrjiilrVl5ycTPPmzRtslsgNGzZwwQUX8Pnnn9dL/UlJSYSGhnLqqaeSmJhISEjIEY8PDAzk3HPPJTExsdr2zp07M27cONq2bcuDDz5Ifn6+kjwREakTGq4pItLEffXVV95ZKGNiYnA6nbWqLzk5me7duzfYvWVdunThv//9L3379q2X+keMGEGHDh14+eWXCQsL48Ybbzzi8atWrWLr1q1ceeWV1WYbveiii7xLVdx///0sXbpUyyeIiEidUJInIiLehOyee+6pdV3JycmMGjWq1vUcr+bNm9d6nb8jGTlyJCNHjqRbt25069btqEnerFmzmD17NldffXW17Xl5ebRo0QJjDC6XC9DyCSIiUjc0XFNEpAkrKCjg1ltv5YcffsBaWyfryi1dupT77ruvDqI7Ph9//LH3vsC6VlBQQFJSEqWlpaSlpR3T5C5PP/00K1asOGR7YmIid955J3l5ebz33nuAkjwREakbSvJERJqwPXv28J///IetW7eyZ88eQkNDeeONN2pVZ48ePejSpUsdRVgzHo+HG2+8kZdffrle6l+2bBl9+vRh0aJFuFyuY0rywsLCDvl55OXlkZeXR/v27UlOTmbWrFn4+fkRGxtbL3GLiEjTouGaIiJNWGJionfB8HXr1lFSUkJ4ePhx1/ftt9+SnJzMTTfdREBAQF2FecyMMfz888/1dj/gWWedxezZs/H3r/jv82hr5JWXl/PAAw9wxRVXcOaZZ3q3V82smZiYyJlnnsmll17KunXrvPWKiIjUhnryREQEgMzMTADat29/3HXMmTOHe+65p8GSFWMMCQkJ9TbsMSYmhjFjxrB3716MMUftydu2bRtPP/0069evr7b9wOUTAgIC2Ldv3yGzb4qIiBwvJXkiIk3YZ599xsSJEyksLCQrKwuoXZLX0DNrLl68mPfff7/e6n/33XfZtGkTN910E8XFxURHRx/x+I0bNwLQtWvXatsPXAh94cKF/Prrr7ofT0RE6oySPBGRJiwjI4OFCxcSFBREZmYmAQEBxMTEHHd9ycnJ9OjRow4jrJmXXnqJJ598sl7qLigo4IYbbuDDDz8EIDg4+KjJbEpKCsAh9+QNHDiQhx9+mIiICF588UV2796tJE9EROqMkjwRkSbs1ltvJTs7m4CAADIzM4mLi6u2lltN5Obmkpub26BJ3rx581i8eHG91P3zzz8D0Lt3b2666Sbeeeedo5bZuHEjkZGRtGrVqtr2gQMH8tBDDwEwffp0AA3XFBGROqMkT0REgIp78mozVHPTpk0ADZrkBQQE1NsMlUlJSUDF0Ms333yTzZs3H7VMSkoKXbt2PaTHLzk5mYKCAgB27NgBNJ4kzxgzwhiTYoxJNcZMPcz+ccaYXGPMT5WPCQfsizfG/NcY86sx5hdjTELl9vONMWuNMRuMMbOMMf6V24caY/IPqOvBE/U+RUQaMyV5IiJN2P33388zzzwD1D7JGzRoEPv27ePcc8+tq/BqZO3atTz88MPs2bOnXur/6aefiIyMxOl0Yq09puUTUlJSDhmq6fF46NevH4899hi5ubn885//BBpHkmeMcQAzgJFAd2CMMab7YQ5931rbp/Lx2gHb3wKetdZ2A84Edhlj/IBZwHXW2p7AVmDsAWW+OaCuR+vjfYmI+BoleSIiTVhKSgppaWl4PB6ysrJqleQBREREEBwcXEfR1cyqVat47LHHcDgc9VJ/UlISffr0ITU1FeCoSV5BQQHZ2dmHJHnZ2dk4nU46duzI5s2bmT9/Pn5+frRr165e4q5jZwKp1tp0a20ZMAe47FgKViaD/tbaLwCstYXW2mIgCnBaazdVHvoFcGXdhy4i0nQoyZP/Y+++46qu/geOvw7bLeLIgXuL4t6aI8tdjnKbZVoaaWppzgwrV35T0xxpZpk5cuceOZOEVFBEARckbkQBGcJ9//4A7g9l470MO8/H4/OI+/l8zjnvj9L1vu9Zmqb9h23atIlly5YRFRXFe++9R6tWrTJd17Rp01ixYkXaN5rJBx98QGhoKIULFzZ53bGxsZw7dw5nZ2fjsNS09shLWHTl2ZU1E++R17x5c9566y0cHR1zyx55pYHARK//jT/3rF5KKS+l1O9KqYRvDqoCIUqpzUqpM0qpufE9g/cAa6VUw/j7egOJv21oppTyVErtVkqlOBZYKTVcKeWhlPK4e/duph9Q0zTtRaCTPE3TNI08efLw/fff06VLl0zXsWTJEtzc3EwYVcblzZvXLPX6+fkRERGBs7MzBoOBWrVqpZlMBgQEoJRK0pOXOMmDuGGyFStWNEvcZpDccqLyzOsdQHkRqQMcIG4oJoAV0Ar4BGgEVASGiIgAfYFvlVKngFAgJr7MaaCciDgD3wFbUwpMRJaLSEMRaVisWLFMPZymadqLQid5mqZp/1H37t2jc+fOHDx4kKioKGJiYtIulII7d+5w7969bFt0JSwsjAEDBnDy5Emz1J+w6IqzszMTJkzg/PnzaZbp1asX4eHhSYZ1JuyRV65cOX766SfOnz+fK+bjxfuXp3vZygBBiW8QkfsiEhX/8gegQaKyZ+KHesYQl7DVjy9zUkRaiUhj4CjgF3/+kYiExf+8i7gev6eXKtU0TdOS0Emepmnaf1RYWBh37twhKiqKZcuWYWtrm+lFS7y9vYHsW1nz33//5ejRo9y7d88s9Xt6emJlZUXNmsmtMZKyPHnyJJkj2LNnT1atWoWdnR2bN28mNDQ0NyV57kAVpVQFpZQNcT1w2xPfoJQqmehld8AnUVl7pVRCN1s74EJ8meLx/7UFJgBL41+/pOKXJlVKNSbuc4t5VtbRNE17gegkT9M07T+qfPnyeHh40LlzZxo3bsyUKVMoUqRIpurK7iSvevXqBAYG0rVrV7PUP336dM6fP090dDTOzs5s2bIlzTIuLi6sWrUqyfnatWszZMgQAGbPng3kjpU1AeJ74FyAvcQlbxtExFsp5aqU6h5/2yillLdSyhMYBQyJLxtL3FDNg0qpc8QN/fwhvsynSikfwAvYISKH4s/3Bs7H17WQuBU4nx0eqmmapj0jV8zy1jRN08yradOmNG3aNNPlw8LCcHR0NNseden17H50pmJjY0O1atU4ffo0Xl5eGAyGVO8XETw8PLC3t09ybefOndSpUwdHR8ck8/Nyg/hhk7ueOTct0c8TgYkplN0P1Enm/KfAp8mcXwQses6QNU3T/nN0T56madp/1Lp16+jYsSOPHz/Gz8+PkJCQTNf12Wefcf36dbMlWakREdq1a8eaNWvMUn9wcDCjR4/m/Pnzxg3Q09o+QSmFm5sbM2bMeOp8aGgoXbt25ddff+XmzZt8/fXXQO5K8jRN07ScTyd5mqZp/1HR0dE8fPgQOzs72rdvz+jRo5+rvuxI8CAuCbO2tjbb/niXL19m5cqV3L5927h9QqVKlTJdV0L5GzducPr0aaytrXnppZdMFq+maZqm6SRP0zTtP2rw4MGcPHkSESEoKCjTG6HfuXOHpk2bsn//fhNHmD4ODg7s3buXfv36maX+Ro0a8ejRI9q0aYOfnx+Ojo5pbtWwcuVKWrduzePHj586n5DkVa5cmYYNG9KpUycqVKiQbQmypmma9mLSc/I0TdP+427evElsbGymk7zz58/z999/Z9tQzcePH5MvXz6ztmNhEfedaMWKFSlQoECa97u7u+Pt7Z0kGfT39wf+vyfw6tWruWmPPE3TNC2X0D15mqZp/1GDBw/ms88+IzAwEIAyZcpkqp7sXFnz77//plixYhw+fNhsbQwcOJBFi+LW/pg+fTqLFy9Os8ylS5eSbIIOcUlesWLFKFiwILNmzcLHx0fPx9M0TdNMTvfkaZr2n2QwGPDy8sLPz4+HDx9SoEABqlatSq1atbCxscnu8LJE3rx5sbOz499//wXIdE+et7c39vb22TKvrEiRIrzzzjvUrVvXLPVHRUWxfv16HB0dEZF091ZeunSJjh07Jjk/efJk3n77bQDOnTtHZGSkTvI0TdM0k9NJnqZp/ykXL15k/vz5/P7778lu/F2gQAG6deuGi4sLzZo1y4YIs87SpUsB+N///gc8X5JXs2bNbBmuWbVq1XT1rGWWj48PMTEx1K1bFzc3N7p27cq2bdto2bJlimUePXrEzZs3k+3JK1++POXLlwfg008/Ze3atTrJ0zRN00xOD9fUNO0/ITQ0FBcXF5ycnFi9ejUdO3ZkzZo1eHp6cv36dc6dO8e6devoNMepkwAAIABJREFU06cPu3fvpnnz5rRv354LFy5kd+hmFxgYSL58+ShcuHCmylepUoUOHTqYOKq0BQQEGLc0MBdPT08AnJ2d8fX1JTg4mOLFi6da5tKlS0DcBu2JRUVFsWjRImPMuXGPPE3TNC130EmepmkvvLNnz9KgQQOWLFnC+++/T0BAAGvWrGHAgAHUqVOHsmXL4uTkRJ8+ffjhhx8IDAxk3rx5eHp6Uq9ePWbNmpXm5te5zb///ouTkxM7d+4kMDAQR0fHTPfE/fjjj3z++ecmjjBtCxYsoFatWjx69MhsbXh6epInTx6qVKmCr68vlpaWaSZlFy9eBEjSk3flyhU++ugj3N3duXDhApMmTQJ0kqdpmqaZnk7yNE17oe3cuZNmzZoRHh7OoUOHWLx4MRYWFuzcudN4T48ePWjYsKHx9ZUrVxg2bBgXLlyge/fuTJw4kZ49exIWFpYdj2AWsbGxVK1alUKFChmTvMwQERNHln5jxoxh/fr1FCxY0GxtnD17ltq1a2NpaYmfnx8VK1bE2to61TKXLl3C0tIyyaqZiVfWfPToEffv3ydfvnzY29ubLX5N0zTtv0nPydM07YW1adMm+vbti7OzM7t27TIOs/vss89Yu3YtwcHB2NraMnDgQK5du2YsN2jQIAoXLszhw4fZsGED3333HWPGjKFly5YcOHCAokWLZtMTmU65cuXYvHkzABMmTMj0YjPfffcdc+bM4fz585ke7plZZcqUyfSKoOkhInh6etKrVy8AfH19qVq1aprlLl68SKVKlZL8mSYkeZUrV8bBwYHGjRsTGBio98jTNE3TTE4neZqmvZAOHTpE//79ady4Mbt37+b48eM0bNiQ4sWLM2nSJD766CNsbW0BjB/iEyxevJjY2FggrserYsWK7Ny5kx49etC+fXsOHjz4QiR6CXr27JnpsufPnyciIoJChQqZMKK0bdiwgcKFC/Pqq6+arY0bN24QHByMs7MzAG+88QblypVLs1yVKlUoW7ZskvP+/v4ULlyYIkWKAHFz8qpUqWLaoDVN0zQNPVxT07QXkJ+fHz169KBKlSrs2LGDiIgIevfuzZdffgnEzYGqU6dOiuVbtGhB69atAVi1ahXdunWjQIEC7NixA19fX1555RUePHiQJc9iLosWLaJmzZrcvXuXv/76K9Pz2i5cuECtWrWyvDfq66+/ZuHChWZtI2HRlYTtGaZPn84777yTZrmZM2caVyxNzN/fn8qVK6OUYujQofj6+ur5eJqmaZpZ6CRPyxGUUh2VUpeUUv5Kqc+SuT5EKXVXKXU2/ngv/nw5pdQ/8ee8lVIfJCrTQCl1Lr7OhSr+U6hSqq5Syi2+jIdSqnHWPalmbuHh4fTs2RMrKyt27txJkSJFKFGiBPv27WPOnDkZru/dd99ly5YttGjRgldeeYVt27Zx4cIFevXqRXR0tBmeIGuULFkSZ2dnLl68SIsWLTh58mSG6xARvL29s20T9GXLlpm9nYYNG1K7dm3Cw8MJDw9P8/7U5ihu2rSJTZs2AXH7NMbExFC5cmWTxappmqZpCXSSp2U7pZQlsBjoBNQE+imlaiZz63oRqRt/rIg/dxNoLiJ1gSbAZ0qpUvHXlgDDgSrxR8LOxHOAL+LLTIt/rb0gxo4di7e3N2vXrmXhwoX88ccfALRs2RI7O7sM12dpackbb7wBxM3J+vrrr/nmm2/4888/ee+997J14ZHn0atXL3777TecnJzYtWsXjRo1ynAdN2/eJCQkJFuSPFtbW0qXLm3WNrp06YK7uzsFCxbk119/JX/+/MaN41OyZ88eihYtauwFTCx//vzGYZzvvvsuELcIi6ZpmqaZmk7ytJygMeAvIldEJBpYB7yenoIiEi0iUfEvbYn/nVZKlQQKishJifsU/jPwRkIxIGE5vkJAkGkeQ8tu+/btY/ny5XzyySe0aNGCI0eOcOLECZPVf//+fW7cuEGHDh1wdXXll19+4fvvvzdZ/dnB3t6eTp06GeeJZYSI8NFHH9GiRQszRJZym2+++SY7duzIkrYS+Pr6YmdnR6lSpVIpASVKlKBXr15JFoQJCgpiwoQJxj30Ll++DKB78jRN0zSz0AuvaDlBaSAw0et/ieuVe1YvpVRrwBcYIyKBAEopR2AnUBn4VESClFIN4+tJXGfC1/4fA3uVUt8QlxQ2N+XDaNnj4cOHDB06lBo1auDq6oqdnR1Hjx7NVO9dSpo1a4aPjw9WVlZMnjyZkydPMnbsWJo2bUqDBg1M1k5WaNu2LVWrVmXgwIFERERkagGT0qVLm31e3LPu3LmDr68v9+/fN2s74eHhlC5dmnnz5hnnz1WuXBkLi9S/G61fv36yw0i9vLyYM2cOXbt2JSgoiPHjx2NhYZGuhVw0TdM0LaN0T56WEyS3YsOzY+B2AOVFpA5wAFhtvFEkMP58ZeBtpVSJNOocQVyS6AiMAVYmG5RSw+Pn7HncvXs3Qw+kZb1p06YRFBTE7NmzmTRpEpGRkeTNmzfND+UZZWUV993YokWLiIyMpFixYrz11ls8fPjQpO2YW6tWrahXrx7z5s1j3Lhxmarj1q1bPHnyxMSRpa5EiRJ4enoyePBgs7YTERHBoEGDjFsm+Pn5pWv7hJs3bxpXZk0scc+dra0tNjY2lC5dOs099zRN0zQtM3SSp+UE/wKJd2IuwzNDKEXkfqJhmT8ASbpNRCQI8AZaxdeZeLxU4jrfBjbH/7yRuOGiSYjIchFpKCINixUrlqEH0rLW+fPnWbx4Me+//z63bt1ixYoV3Lhxw6xt5s+fnxIlSvDLL79w/fp1Ro4cadb2TM3V1ZUPPvjguTZC79Wrl1m3MHiWiGAwGABMnrw/q2jRonz33Xe0atWKmJgYLl++nK4kr0GDBrz//vtJzvv5+ZE3b15eeuklmjdvTqlSpahevbo5Qtc0TdM0neRpOYI7UEUpVUEpZQP0BbYnviF+jl2C7oBP/PkySqk88T/bAy2ASyJyEwhVSjWNX1VzMLAtvnwQ8HL8z+0AP/M8lpYVRISPP/6YggULMmPGDIYNG4a/v7/ZF7R49913Wbt2LW3btmXq1KmsXbs2S+aJmVpgYGCmNhRPWFmzRo0aZogqeR4eHpQpU4a///7b7G0l7qWMiYlh3rx5vP566lOFHz16xM2bN5Pd+y6hJzBhq4nLly/rRVc0TdM0s9FJnpbtRCQGcAH2Epe8bRARb6WUq1Kqe/xto+K3SPAERgFD4s/XAP6OP38E+EZEzsVfGwGsAPyBy8Du+PPDgHnxZb4mbgVOLZc6cOAABw8eZOzYscZ5WsWLF8+StpVS3L59Gzc3NypXrsyIESNyxbBNPz8/ChUqxIYNG7h7926mevKCgoJ4+PBhlq6saWVlRYsWLdLVo/a8evbsSceOcQvy2tnZ8dFHH9G0adNUyyQsqlKtWrUk127fvm2Mu1mzZgQHB+skT9M0TTMbvfCKliOIyC5g1zPnpiX6eSIwMZly+4Fkd7UWEQ/AKZnzx0lmuKeW+4gIkyZNomzZsly5coWGDRsSGBhIoUKFsiyG2NhY/Pz8GDZsGJMmTWLChAksXbo0y9rPjDx58vDOO++QN29egEwled7e3gBZmuTVq1ePjRs3mr0dg8GAl5eXcZuDa9euERUV9VRPXHIuXrwIkOwwTHd3d6KioozXE74Y0DRN0zRz0D15mqblWps3b8bDw4MvvviCmTNnsnr16kwleFFRUcYP4I8ePcLLy4vg4OB0lS1VqhQ+Pj5MmDCBMWPGsGzZMg4fPpzhGLJSmTJlmD9/Pvny5QMyl+S5u7sDUKdOst+xmNzt27fNvqJmgitXrhAeHk7dunUBmDdvHo0bJzt19ymXLl3C0tKSihUrJrmmlDKu9JrQQ6h78jRN0zRz0Umepmm5kojg6upK9erVGTRoECVKlKBHjx7pLh8dHc2PP/5I/fr1yZ8/P7t2xXUkHz9+HGdnZxwcHGjRogU//PBDmkMwE1ZITFhQY8SIEURHR2f+4cwsYfGShI29M5PkdenShUWLFmVqf73MmDdvHo6OjoSHh5u9rbNnzwLg7OwMxO2Rl1YvHsQleRUrVsTGxuap80ePHqV///4EBQVhMBjw84ubBpxcMqhpmqZppqCTPE3TcqU9e/bg5eVF+/bt6d27Nw8ePEhXOYPBwJIlS6hcuTJDhw4FYPz48cahc/Xr12fjxo3MmDGDBw8eMHz4cEqWLGkcipeSyMhIxowZQ/ny5bl48SKLFi16vgc0o6+++ooCBQpw/fp1gEwtvFK3bl0+/PBDU4eWooEDB/Ldd98Zex/NydPTE0tLS+NQVF9f32QXU3nWxYsXk52P9/fff/Pbb7+RN29efvvtN1xdXSlWrFiWPIumaZr236Tn5GmalivNnj2bMmXKUL16dTw9PSlYsGC6ykVERLBo0SIcHR1ZtmwZHTt2fKqH5qWXXqJ3794ATJ48GQ8PDw4dOmT88B4UFESpUqWS1GtnZ8e+ffsoV64cPXv2ZPr06fTv35+XXnrJBE9rWk2bNsXFxYUbN25QpEgR49y89AoICODChQu0adPGpJvNp6ZOnTpZNjTU09OTatWqYWdnR2RkJNevX+ftt99OtUzC3MzXXnstybVLly5RvHhxChcuTKVKlShatCgVKlQwV/iapmmapnvyNE3Lfdzc3Dhy5Ahjx47FxcWFo0ePYmlpmWoZHx8fwsPDyZcvHydOnOD48eN06tQp1SF4SikaNWrEhAkTUEpx5coVqlSpwpdffomIJLk/ITGYM2cOERERTJyYZK2gHKFDhw7MnDmTKVOmsGfPngyX37RpE506dUr3vMXntWfPHs6cOZMlbUHccM2EoZpXrlxBRNJc0dPf35+oqChq166d5FrCcE+IS7CVUunqGdQ0TdO0zNJJnqZpuc6cOXMoXLgw9erVA0hzrpSHhweNGzdmwoQJABQuXDjNMsl56aWX6NWrF1OnTuXdd99Ndt6diPDBBx9QsmRJfvrpJzw9PTPcjrlFRkYiIpQuXZpGjRpluPzRo0epVKlSsj2a5jBq1CgmTZqUJW0FBwcTGBhoXHSldOnSbNmyhTZt2qRazt7engULFtC6desk1xIneXfv3iUoKEivrKlpmqaZlU7yNE3LVa5fv87WrVtp3749bdu2Zf/+/anef+XKFbp06YKDgwOfffbZc7WdN29eVq9ezfTp0/npp5/o1KkToaGhT92jlMLFxYU5c+Zgb29vTCxzkgYNGtCvXz8WLlzIP//8k6GyBoOBY8eO0apVKzNFl9TJkydZsGBBlrSVkJQn9OQVKlSIN954I82Etnjx4owaNSrJMMzIyEhKlChBnTp1EBHjipq5fWVNpVRHpdQlpZS/UirJ/1hKqSFKqbtKqbPxx3uJrpVVSu1TSvkopS4opcrHn2+nlDqtlDqvlFqtlLKKP6+UUgvj2/JSStXPqufUNE3LrXSSp2larrJixQqUUsyYMYNly5bRtm3bFO+9d+8enTp1IiYmhj179mRqgZFnKaX4/PPPWb16NUeOHEk2+ejbty99+/Zl8uTJ7N27l4MHDz53u6b04Ycf0q1bN0aPHs2+ffsyVPbixYvcv38/2R4rc3FwcMiSDdABqlatyvfff2/s4Tx8+DDHjx9Ps5ybmxsBAQFJztvZ2eHp6cno0aOJjY2lV69eQO5O8pRSlsBioBNQE+inlKqZzK3rRaRu/LEi0fmfgbkiUgNoDNxRSlkAq4G+IuIEXAcSJkJ2AqrEH8OBJeZ4Lk3TtBeJXnhF07Rc48mTJ6xYsYLOnTtTo0YNatSokeK9IkKfPn0ICAjgwIEDyW5Q/TwGDx5M5cqVadKkSYr3KKUoXLgw48ePx93dHQuLnPG92siRIxERunTpkuFhqwkJT1b05IkII0eOpF+/flmWVJYuXZoRI0YYX0+bNg0R4dixY6mW69evH02aNGHdunUp3mNlZWWcs5fLh2s2BvxF5AqAUmod8DpwIa2C8cmglYjsBxCRsPjzxYAoEfGNv3U/MBFYGV/3zxI3EdZNKVVYKVVSRG6a+Lk0TdNeGDnjE4emaVo6bNu2jVu3bmFvb8/u3btTvVcpxcKFC9m8eTMtWrQwSzzNmzfH0tKSoKAgXF1dkyzGcvr0acqXL8/p06fZunWrWWLIqJiYGEJCQoC4uYkZ3Tx+6NChnD17Nkt6ooKCgtiyZQv+/v5mbyvBnj17nuqR8/PzS1cv4vr165MdDjxv3jzatm2LwWDgwYMH+Pj4ULhw4SzbX9BMSgOBiV7/G3/uWb3ih1f+rpRK2IyxKhCilNqslDqjlJob3zN4D7BWSjWMv683kFAmXe0ppYYrpTyUUh53797N/NNpmqa9AHSSp2larrF06VIcHR05efJkqsMME5KYWrVq0alTJ7PHtX79ej7//HPmzZv31PkVK1bg7u5OtWrV+Pzzz42bkGcnHx8f7O3tcXV1ZeLEiUnmFKbF0tISZ2fnTC1ck1GlS5fmxo0bDBw40OxtQdzvTZcuXVixIm5k4aNHj7h161a6VsJs3LixcbGWxNzd3QkICMDCwoJ58+axcuXKF2ET9OT+8p9dbnYHUF5E6gAHiBuKCXEjiFoBnwCNgIrAkPheur7At0qpU0AoEJOB9hCR5SLSUEQaFitWLIOPpGma9mLRSZ6mabnC5cuXOXjwIMOHD+fixYu4urome19ERATNmjXjk08+ybLYPv74Y3r37s1nn33GkSNHjOft7OywsrJi3LhxnD9/nt9//z3LYkpJsWLFmDdvHg8ePGDWrFnY2Niku2xAQAAjR47E19c37ZtNxNLSMkMxPo+CBQty+vRp3nsvbo0QPz8/gDR78tzc3Fi7di0xMTFJrl26dMm4x2K3bt1wcHDI7UM1Ia4nzTHR6zJAUOIbROS+iETFv/wBaJCo7BkRuSIiMcBWoH58mZMi0kpEGgNHAb/0tqdpmqY9TSd5mqblCr/++isQNxfO0tKSAgUKJHvflClTuHjxIh07dsyy2JRS/Pjjj1SuXJk+ffoQFPT/nz9jYmKYOXMm+fPn54svviA2NjbL4krOSy+9xNixYwkPD6dEiRLY2tqmu+zhw4dZsmQJUVFRad/8nE6fPo2zs3OWbkFhYWGBs7MzZcuWBdKf5P3888+MHDkyyV6NIvLU9gn16tXjwYMHWbaIjBm5A1WUUhWUUjbE9cBtT3yDUqpkopfdAZ9EZe3j5+ABtCN+Lp9Sqnj8f22BCcDS+Hu2A4PjV9lsCjzU8/E0TdNSp5M8TdNyPBFhzZo11K1bl1dffZULF5Jf38HT05Nvv/2WESNG8Morr2RpjAUKFGDz5s2EhYU9tQm6lZUVc+bMYerUqVy4cIENGzZkaVzPCgkJMe4Fl9HVRo8ePYq9vT21atUyU3T/7/HjxxQqVMgkK6Km1+eff/5UT2y3bt1wd3dPMynz8vKiTp06SYaw3rhxg8ePH1OtWjVEhD179hAbG5vrk7z4HjgXYC9xydsGEfFWSrkqpbrH3zZKKeWtlPIERgFD4svGEjdU86BS6hxxQzF/iC/zqVLKB/ACdojIofjzu4ArgH/8vSPN/Yyapmm5nXp2oQBN05Jq2LCheHh4ZHcY/1mnTp2iSZMmjB8/Hk9PTzZv3kzevHmT3NexY0dOnTrF5cuXsbe3z4ZI4xKhunXrUrBgwafOGwwG415p586dy7aVNidPnszs2bOpVq0aVatWZcuWLekuW61aNapVq8b27dvTvjmXuX37Ni+99BIzZ87M0H6KIkKhQoUYPHgwixYteuqav78/H3/8MZMnT6ZcuXKULh23VsjJkydp2rSpSeNPjVLqHxFpmPadLw79nq1lVGxsLNevX+fmzZvcuXOHe/fuGUdeWFhY4ODgQPHixSlZsiQVKlRI0nOvaaZiqvdsvYWCpmk53po1a7C1tWXSpEkprgZ548YNTp06xZQpU7ItwQOMS/1HRkZy584d49C/0NBQypYty+7du/njjz/o3r17atWYzeuvv07ZsmX59NNPad++fbrL3bp1C19fX+N8NXN6+PAhefLkybK5eBA3FBWgXbt2xnPff/89lStX5tVXX02x3PXr1wkNDaVOnTpJrlWuXJk//vgDiPv7HzhwIGvWrMn1PXma9iIIDAzk0KFDHDlyBE9PTy5cuEBkZGS6ytrZ2VGrVi2cnZ1p27YtHTp0oESJEmaOWNMyRid5mqblaE+ePGHdunW0adMm1Q/9pUuXxt/fn3z58mVhdCnr1q0bd+7cwd3dHRsbG6ytrfHy8sLe3p6ZM2fSrVu3LFmh8lmNGzemevXqfPDBBzg6OqZdIN7169cpU6ZMluxXN3PmTH788UcCAgKws7Mze3sAhw4domDBgtSvXx+I66GbPHky/fr1SzXJ8/LyAjDuf5eYwWAw9tgWKFCAfPny4eDgkNu3T9C0XOvChQv89ttvbNiwwbiAVNGiRalfvz4jR46kVq1alClThuLFi1O0aFGsrOI+JsfExHD//n1u377NjRs38Pb2xsvLi61bt/Ljjz8CULduXfr27cuAAQOydJi5pqVEJ3mapuVo+/bt4+7du1y6dInu3buzf//+JPdcvXqVcuXK5agPz6NHj6Zbt264urry5ZdfkjdvXnx9fVm1ahUuLi4cO3Ysyzb4Tuzq1avcvBm3ZkVGkrwmTZo8tX+cOXXq1ImiRYtmWYIHcUneyy+/bPxQd//+fUJCQtI1Hw/AyckpybUuXbpgbW3N9u3b8fHx4cyZM7oXT9OyWEREBL/++iuLFy/m7NmzWFhY0K5dO0aMGEH79u2pVasWkZGR+Pr6GrdB2bFjB2vWrOGbb74BYNeuXZw5c4bJkycDEB4eTp48eQA4e/Ys+/btY/v27Xz22WdMnDiRdu3aMXr0aLp06ZJtQ/M1Tf/maZqWo/36668UKVKEJUuWJDtXKjo6mjZt2vDOO+9kQ3Qp69q1K0OGDGHWrFmcOXMGgLx58/LOO+/g4ODAzJkzsyWuDh06MGnSJCBjSR7ErSKaFb2PL7/8cpZugREQEIC/v/9TQzUTvuVPa4+8c+fOUbFixWRXez1//rxxbubkyZM5ffq0TvI0LYvcv3+fKVOm4OjoyLBhwzAYDCxcuJAbN26wYcMGHB0dcXJywsLCgq+//pr69esTHR0NwD///MOaNWuMdR04cIBvv/3W+HrcuHHG3rr69eszaNAgjh07hp+fH9OmTcPX15fu3bvj5OTEjz/+yJMnT7L24TUN4oak6EMf+kj9aNCggWhZLyIiQvLnzy/Dhg1L8Z6ff/5ZANm1a1cWRpY+wcHBUrx4cWnSpInExsaKiMiePXvEwsJCADlz5kyWx7R582aZOHGiAHL9+vV0lXnw4IGULVtWfv/9dzNHJ3LixAkJDAw0ezuJ/fTTTwKIp6en8dyqVasEEF9f31TLVq9eXd54440k5x89eiSAfPXVVyIi4ubm9tTrrAR4SA54H83KQ79n/3eFhITI559/LgUKFBCllPTo0UMOHz4swcHBEhkZKSIiK1euFEDOnj0rIiLe3t6yadMmiYqKSrHeJ0+eGH/+448/ZNGiRcbXbdu2ldatWxtfR0dHy6+//ip169YVQKpVqyZbtmwRg8Fg6sfVXkCmes/WPXmapuVYBw4cICwsDFtb22SHCooIc+fOxcnJKUv3xUsve3t7vvnmGwwGA/fu3QOgZcuWuLi4kC9fPubMmZPlMfXo0YOvv/6aiIiIdM8bOXHiBAEBAWYfDisiDB48mKFDh5q1nWcdOnSIokWLPjXk8urVq1hZWVG+fPkUy0VGRuLn55fsoisXL14EoEaNGgDG/Qh1T56mmYfBYGDFihVUqlSJL774gldffZVz586xefNmHBwcKFmypHE14TfeeIO//vrL+P98zZo16dmzZ6rzvhOGckPcUOwPP/zQ+NrFxYWRI0ca4+jduzcFChTg9OnTbNu2DaUUPXr0oHXr1pw7d84cj69pSegkT9O0HGvz5s3kz5+fRYsWsWvXriTX9+/fz7lz5xg3bly2LGKSHgMHDuTkyZMUL14cgHz58rFgwQKGDx/Oxo0b+ffff7MsloiICM6dO0d4eDh2dnbpnity7NgxrK2tadKkiVnjU0qxc+dOZs2aZdZ2EhMRDh06RNu2bZ/685g+fTo3b97E2to6xbJ2dnYEBwczevToJNd8fOL2/q5ZsyYhISGsW7cO0EmeppnD6dOnad68OcOGDaNGjRq4u7szdOhQLl26BMT9fzh27FicnZ0BKFKkCM2aNTPZNgg9e/akT58+QNxKxAEBAYSFhaGUolOnTri5ubFs2TIuXrxI/fr1mTJlSrpX8tS0TDNFd6A+9PGiH3roT9Z78uSJFClSRAYOHChXr16VkJCQJPcMGjRISpYsaRyCk5PdvXtXfvrpJ+PrXbt2iVJKJkyYkGUxuLu7CyD9+vWT+fPnp7tcs2bNpHnz5maMLPsEBwdL/fr1ZdmyZSat9/jx4/L+++9LdHS0HDhwQAABJDw83KTtpAd6uKb2goqOjpapU6eKpaWllChRQn755RcxGAxiMBikefPm0qJFi2yJy2AwGIfoL126VEqUKCEBAQFy9+5dGTx4sABStWpV8fDwyJb4tJzNVO/ZuidP07Qc6ciRIwQHB9OrVy/Kly+f7P54P/74I4cOHTIOhcvJFixYwJAhQzh16hQQt2qolZUVy5YtIzw8PEtiqFChAhs3buTu3bucPXs2XWUeP36Mu7s7rVq1MmtsIsK0adPSHZep2Nvb888//zBs2DDjOYPBwLvvvsu+fftSLbty5Uq+/PLLZK+1aNGCpUuXYm1tTdOmTXnttdcoXbo0efPmNWn8mvZf5ePjQ7NmzZgxYwYDBgzg4MGDHD582NiDtnHjRv78889siU0pZRwZUK9ePfr27UuZMmUoWrQoCxYsYN++fTx+/JhmzZoxf/584j7Xa5paOCHjAAAgAElEQVRp6SRP07QcafPmzdjZ2bF161Zu3LiR5HpsbCxWVlZUr149G6LLuPHjx1O8eHHGjRuHiDBlyhS2bdtGSEgIq1evzpIYHBwc6N27N/v372fVqlXpKhMeHs77779Ply5dzBrb9evXmTt3Lh4eHmZt51kGgwHgqeG+QUFBrFq1isuXL6da9q+//mL37t3JXgsICCA2NhaIG6IbEhKSa35XNS2n++WXX2jQoAHXr19n06ZNrF69mkePHrFu3Trje0ipUqVSHW6dVRo3bsz8+fNRSvHgwQOqV6+Oh4cHZ8+epXPnzowZM4bu3bsTEhKS3aFqLxid5GmaluMYDAa2bt1K7dq1+eOPP5L0fty5c4cKFSoku2deTlWgQAFcXV05fvw4W7ZswcHBgY4dO9KoUSO+/fZbY7JhTteuXePs2bMZ+ta4WLFiLFq0yOw9eeXLl+fu3bv079/frO0kZjAYqFixInPnzn3qvJ+fH5D2/LmVK1dy7NixJOcjIyOpUKECrq6uAGzduhUfHx89H0/TnlNUVBQjRoxg8ODBNGnShC1bthAaGgpAs2bNCAwMpG3bttkcZcpsbGx4++236dq1Kw4ODmzZsoXvvvuOvXv30rRpU+PWLZpmCjrJ0zQtxzl79ixBQUG4uLhw69Yt7O3tn7r+yy+/EBgYmO7VITPixIkTfPnll0yYMIGRI0cyaNAg3njjDdq3b8+nn376XHUPHTqUmjVrMmHCBKKjo3ny5AlRUVH4+/snu7CMqS1atIimTZvStm1b3N3d01XGz8/P2CNlbvnz58/S4YyPHz+mW7duVKtW7anzCR+00pOUJbd4jZ+fHwaDwbiypouLC48ePUpzzz1N01J28+ZNWrduzdKlS5kwYQL79+9n6dKlTJo0ybiIybP/VuQ0+fLlY/bs2dSuXRuAKVOmcOfOHQ4cOMD9+/dp3Lgxe/fuzeYotReFTvI0Tctxdu7ciVKKjh07PrVsNcTN3Vq5ciXNmjUzfog2hYCAAPr06UPLli2ZOnUqCxYsYMOGDRw/fpwrV67w+PFj8ufPD8T1AP3+++9ERUVlqA0rKyvmzp1L/fr1CQ0NxcbGhnr16lGoUCEWLFhgsmdJybBhw/jss884cuRIunoOo6OjcXZ2Zvz48WaNy9PTk9dee824El5WyZ8/P9999x3du3d/6ryvry92dnaULl06xbJHjx7llVdeSXZIZ8LKmgm/n0uWLAH0ypqallnnzp2jSZMmeHt788svvzB+/HisrKxYuHAh7u7u2NnZZXeIGSYi3Lp1i9u3b9O6dWvc3d0pW7YsXbp0ybIh/NqLTSd5mqblOLt27cLR0ZE333yTiIiIp665ubnh4+Nj8r3UJk2axPbt25k+fTqhoaFERkZy7949rl69ipeXFydPnuTzzz8H4PDhw7z55pts3rw5w+107tyZ9evX4+DgAMBPP/3EJ598woEDB8w+VKdatWqUKFECAEdHxzTvP336NBERETRr1syscd26dYtr164Z/0yyir+/f7K9lJGRkTg5OaW6xcSpU6c4ePAghQsXTnLtwoULWFhYGJO64OBgQCd5mpYZe/bsoUWLFsTGxvLnn38yd+5cBg0aBMRthVCqVKlsjjBzlFKsXLmS77//3vh6+fLltG3bliFDhvC///0vmyPUcj1TLNGpD3286Idejjvr3LlzR5RS8sYbb0ifPn2SXB86dKjky5dPHj169FztGAwG2bhxo1y4cEFERP7991+5du1ausrGxsbKvn37JCoqSkRENmzYIMeOHctQ++fOnZP169eLiMjNmzfF0tJSRo0alaE6MiphWX8rKyuJiYlJ8/7Zs2cLILdu3TJrXNnhyZMnUrBgQXFxcUn2usFgSLX8oEGDpFSpUslee+utt6RSpUoiIuLh4SEdO3YUS0tLiY6Ofr6gMwm9hYKWS61du1YsLS2lbt26EhgYKCIia9askSNHjmRzZKbXpUsXKVWqlISEhEjv3r0FkMmTJ6f5XqS9eEz1nm2VegqoaZqWtfbu3YuIMHnyZBo2bJjk+sCBA2ncuDEFChR4rnYePnzIsGHD6Nu3L0uWLEl1aN6zLCws6NChAwAxMTHMmDGDixcvsnz5coYMGZKuOlxdXdm9ezft2rXjwIEDxMbGsnLlSr7++mvy5cuXmUdKU9++fbGxsaF06dLp2gT42LFjT/X+mUNUVBQ2NjZZvpn96dOnefToUYoLyqQVj5eXF3Xq1En22rBhw+jRowcAO3bsYM+ePVSuXDlHrPSnabnF8uXL+eCDD2jZsiUdO3bE19eXMmXKMGDAAJO2ExwczKVLl7h9+zb58+fnlVdeAWDw4MGEhYVRrFgxihcvTrFixahTpw5t2rQxafsJli9fzuXLlylUqBDr1q1j5MiRfPXVVxgMBr766qssf4/UXgCmyBT1oY8X/dDfCmedvn37SrFixeTJkydmb8vLy8sk7dy/f1/at28vgIwbNy5dvWQXLlwQCwsL+eSTTyQsLEwmTpwogCxfvvy540mJm5ubNGrUSFq2bJnmvbGxsVK4cGEZNmyY2eIREZk0aZJUrVrV2CuaVb7++msB5Pbt20+dv3LlirRt21ZOnDiRYtno6GixsbGR8ePHp9lObGys1KhRQ7p27frcMWcWuidPy2Xmzp0rgHTu3Fnu3bsntWrVkqFDh5q0jZkzZ0qDBg1EKSWAANK2bVvj9W7duomTk5MUL15cLCwsBJABAwaISFxP/8svvyyjRo2S7du3y8OHD00a22+//SazZs2SDz74QACZNm2aSevXcjZTvWdn+xuxPvSRGw79gSFrPHnyRAoXLiwVKlQQZ2fnJNcXLFggly5deq421q9fL9OnTzf5EJjo6Gj58MMPjR9M0vOP/qBBg8TOzk6CgoLEYDBInTp1xNnZ2azDcypWrCh9+/ZN876YmBjZu3evnD592myxiIhs3rxZJk6caNY2kvPKK69I7dq1k5zfuXOnAHL8+PEUy54/f14AWbNmTZJr9+/flyNHjkhYWJiIxP052tnZybhx40wXfAbpJE/LTVxdXQWQXr16SUREhIiI3L17V2JjYzNdZ1hYmCxdulTefvtt47n+/ftLq1atxNXVVXbu3CmnT59OcWh6bGys3L171/ilUHBwsLz66quSJ08eAcTS0lKaNm0q27Zty3SMib399tvSqlUriYiIkKFDhwogrq6uJqlby/l0kqcPfWThoT8wZI0TJ04IIGPHjpXvv//+qWtXr14VQGbNmpXp+k+ePCm2trbSsmVLs/Ucff/992JpaSk1a9aUy5cvp3qvv7+/WFlZyYcffigiYvzHPLUEI7NCQkJk+/btYmNjI59++qnJ689NIiMjxc7OTkaPHp3k2vz585Pt4Uts7dq1AoiXl1eSa1u3bhVA3NzcJCYmRt5//30BZMWKFSZ9hozQSZ6WWyTMAx40aJC8+uqrxvfGzAoICJAJEyaIvb29AFKjRg3jF3Cm+DItMjJS/vzzT5kyZYo0bNhQDhw4ICJx86yvXr2a6XpjYmKMXxRFR0fLoEGDBJDFixc/d8xazmeq92y9uqamaTnGgQMHUEoxefJkRowY8dS1jRs3AvDWW29lqu5r167x+uuvU7p0abZs2YKNjc1zx5ucESNGsG/fPm7dukX79u25fft2ivdWqlSJjz76iEKFCgFw//59LC0tWbx4scnj8vb2pnv37kRHR6drZc2NGzfy119/mTyOxM6dO0dYWJhZ20iOm5sbkZGRtGvXLsk1X19fChUqRLFixVIs7+XlhZWVVZL99SBuZU2I2z4hKCiIlStXGl9rmpayhQsXMmHCBPr168ePP/5I/fr1qV+/fqbrO3jwIBUqVGDu3Lm0b9+eEydO4O3tTcGCBYG0592mh62tLW3atGHGjBm4u7vTvn17AGbPnk2lSpV46623cHNzy3C9lpaW5MuXjydPntCnTx/KlClD165dcXFxydSqztp/lCkyRX3o40U/9LfCWaNVq1ZSs2ZNuX//fpJrDRs2lIYNG2aq3pCQEKlVq5YULlxYfHx8njfMdHF3d5c8efJIq1at0v2NcUhIiHz00UdibW0td+7cMWk8oaGh8vvvv4uzs7Ps3r071XsNBoO89NJLxvkn5mAwGKRKlSrSsWNHs7WRkmnTpomFhYU8ePAgybUOHTpIo0aNUi3fuXPnZId6isQNAXN0dDS+njVrlgASHBz8fEE/B3RPnpbDrVixQgDp2rVrulc5Ts7Fixfl0KFDIiLy+PFjmTRp0nPVl1kBAQEyfvx4KVSokHEIf2Z69mJjY2X48OGyYMECCQ8Pl6ZNm4qtra0cPXrU9EFrOYap3rOz/Y1YH/rIDYf+wGB+oaGhYm1tLcWLF5d27do9de3KlSsCyJw5czJc75MnT+S1114TKysr41CarLJt2zbjB47UGAwG2bNnj9y8eVO8vb0FkLlz52ZBhMnz9fUVQJYuXWq2NgwGgxw5ciTDW0+YQsuWLVNM5IYMGSJjx45NtbyLi4tMmDAh2Wu1a9eWzp07G1+/++67UqJEicwHawI6ydNysh07doiFhYW89tpr0rlzZ6lWrVqGh9MnLF5lbW0tNWvWzDHbDoSGhsqcOXMkX758MmjQoEzVkfhZAgICpFq1alK4cOHnnp+u5Vw6ydOHPrLw0B8YzG/Xrl0CyIIFC5LMSduyZYvkzZs3U9+ETpkyxeyrVqbH+fPnU7x27do1sbCwkHHjxomnp6fY2NiIo6OjST+onD59WrZv356ue1euXCmAcQ/BF0lYWJhYWVmlmKQ9j+joaLG2tjbWvXTpUilbtqy0adPG5G1lhE7ytJzq77//lrx580qDBg0kNDRU/v77b9mwYUO6yxsMBtmyZYuULVtWABk8eHCO3Nfz+vXrxrguXrwop06dynAdPj4+UrJkSVmyZIkULVpUqlatmuxoBC3300mePvSRhYf+wGB+Y8eOFVtbW3n8+HGy1xNWWcuIgIAAsbOzk/79+z9veM9l9+7dopRKdeW1gQMHSt68eeX69etSr149AUy64e9HH30ktra20rp16zTvffvtt6Vo0aJm+zbcYDDIwoUL5cqVK2apPzWxsbFy+vTpTLcdHR2d4p9LTEyMnDx5Uvz8/EREpF+/fmJlZSUjRozIdLymoJM8LSfy8/OTokWLSoUKFWTTpk2ZquPw4cMCiJOTU64Zwti7d2+xsLCQUaNGSWhoaLrLhYWFSb9+/eTChQty+PBhsbKyktdeey1LthvSspZO8vShjyw89AcG80vYPsDd3f2p88+zbPbw4cPFxsYmW+ZkJBYdHS2zZs1KNVG9cOGCKKVk8uTJEhYWJgULFpSBAweaLIbbt2/LtGnTZPDgwWne6+TkJD169DBZ28/y8/Mz+3DQzNi2bZtUrlzZmKQlZ/LkyeLo6JiuD1Y3b94UQBYuXGjKMDNMJ3laTnPnzh2pVKmSFC1aVMaPHy8WFhYZGjmQsPqtwWCQdevWSXR0tLlCNbmQkBD58MMPRSkltWrVEn9//0zV89133wkgY8aMMXGEWnbTSZ4+9JGFh/7AYF63b98WQIoUKZIkuZg1a5bUrVtXwsPDM1zvrVu3ZPPmzaYK0ySCg4NT3FrhzTfflIIFC8qDBw/kvffeExsbm2xZsCM6OjrVLQRM4d9//zX5BsLp8dVXX8mff/6Z7LWERVJSi2vbtm0p7uu3d+9eWb9+vfH1oUOHBJD9+/c/V8zPSyd5Wk4SFRUlrVu3Fjs7Ozl58qSEh4fLr7/+mq6yMTExMnXqVMmfP3+WLaJlLgcOHJAiRYqIvb19hvcjnTVrltSuXVuGDx8uwFPvO1rup5M8fegjCw/9gcG8fvvtNwFk3759Sb7VrF+/vjRp0iTDdeaUifeJGQwGad26tdSpU0ciIyOTXD9z5oyUKlVK3NzcpHnz5gLI/PnzTdL2+vXr5eTJkyapK7d6/PixFCpUSKZPn57s9eddJKVbt25Ss2ZNERE5e/asNGzYUAAJDAzMdJ2moJM8LScZMWKEADJp0qRk3wdTcvfuXenQoYMA8u6776Y4tD838ff3l/79+2f4S8z9+/fLsGHDJDQ0VJo2bSoFChTQC7G8QHSSpw99ZOGhPzCY19ChQ6Vw4cISExPz1PnAwEABZPbs2Rmqb//+/dKsWTO5fv26KcM0iR07dgiQYm9QwjBANzc3qVGjhjg5OZkkYS1atKhYW1unuULp7NmzZfLkyc/dXkrOnTsngwcPfq6Ngp9HdHR0ivNgWrVqJa1atUqxbEhIiFy9ejXFv4/y5ctLnz59RCRuHmaBAgUkX7582f6Fg07ytJxi6dKlAsj7778v1tbWKb4PPsvNzU0cHR3F1tZWVqxYYeYos8ejR49k6tSpGZ5/fvXqVSlSpIjUqVPnhUh8NdO9Z+vN0DVNy3Z//vknZcuWZfv27U+d37VrFwBdu3bNUH2PHz9GKUXx4sVNFqOpdO3alffee4/Zs2cnu9m4lZUVT548wcHBgY8//pjz58/z999/P3e7e/bs4cmTJ+TPnz/V+37++Wf++eef524vJb6+vuzcuZO8efOarY3UWFtbp/hn4OvrS5UqVVIsu23bNipUqGDc8Dyx0NBQrl27Ru3atQHo2LEjjRs3pmbNmibZdDmnUUp1VEpdUkr5K6U+S+b6EKXUXaXU2fjjvUTXyiql9imlfJRSF5RS5ePPt1dKnY6//7hSqnJadWm5x7Fjx3BxcaFTp04sXryYTZs28dlnSX51krV27VqsrKz466+/GDp0qJkjzR67du1ixowZtGnThlu3bqWrzK1bt3jrrbf46KOP8PLyYtSoUWaOUstNdJKnaVq2unHjBleuXOH27dts27btqWt//PEHFSpUoEaNGhmqs3v37hw/fhw7OztThmoy//vf/yhbtiyDBw8mLCwsyfXevXvTqVMn2rRpg7W1Nd9+++1ztxkTEwOAo6Njivfcv38fb29vWrVq9dztpaRnz57cvn07WxLwN998k+XLlyd7LTY2lq5du/LKK6+kWP7UqVPkz5+f6tWrJ7l2/vx5AGOSB+Dj45Ph393cQCllCSwGOgE1gX5KqZrJ3LpeROrGHysSnf8ZmCsiNYDGwJ3480uAASJSF1gLTElHXVouEBQURK9evShXrhzTpk3D0tKSbt26UbBgwVTLPXz4EIA5c+bwzz//UL9+/awIN1v06dOHTZs2ce7cOdq2bZuuRK9QoULkz5+fhg0bMmnSJFasWMHPP/+cBdFquYFO8jRNy1bHjh0DYPv27SxcuPCpa3369GHy5Mnp7gmJjIzkhx9+IDo6Okf3nhQoUIDVq1dz5coVPv300yTXBw4ciL+/PwcOHCA2NpatW7fy6NGjTLd3+/ZtVqyI+1ycWpJ3/PhxAFq3bp3ptlITNwoFLC0tzVJ/am7fvs3vv//OgwcPkr1uaWnJihUr6NevX4p1nDp1ioYNGyYbf0LvXkKS9+qrrxIUFPRCJnnEJWb+InJFRKKBdcDr6SkYnwxaich+ABEJE5HH8ZcFSPjUXwgIMm3YWnaIiYmhf//+hIeHU7NmTbp27Zrm+5mIMG3aNOrWrcudO3ewtbXF3t4+iyLOPj179mT37t0EBgbSrl27NBO9PHnycPDgQbp27coXX3zByy+/zIcffsjVq1ezKGItJ9NJnqZp2erYsWPkz5+f+vXrJ/lWd8CAARkamrN48WKGDx+e7DDInKZ169aMGzeOpUuXsnv37qeu9ezZk8qVK7Nq1Sp2795NdHQ069aty3Rb3t7e6Uryjh07hq2tLY0aNcp0W6mZPn06rVq14smTJ2apPzV//vknAO3atUv2emRkJAaDIcXykZGRnD17lsaNGyd7/d133yUgIIBy5coRGRlJcHAwwIua5JUGAhO9/jf+3LN6KaW8lFK/K6USfvGqAiFKqc1KqTNKqbnxPYMA7wG7lFL/AoOAWWnU9RSl1HCllIdSyuPu3bvP9YCa6bi6unLkyBGWLFnC999/z4oVK1LtwTMYDIwePZoZM2bQtm1bihQpkoXRZr/WrVuza9cuRITHjx+neX/CF5obN27EyckJCwsLBg8eTGxsrLlD1XI4neRpmpatjh07hoODA4sWLUpyPiAgIN31PHjwgK+++oqOHTvSpk0bE0dpHjNmzKBWrVoMHTrUmBRAXK/SuHHj8PDwwNbWFicnJ1atWpXpdlq3bs3w4cPJkydPqt+G29ra0q1bN2xtbTPdVmrKli2Lk5MT1tbWZqk/NYcOHaJQoULUq1cv2etz5syhYMGCREdHJ3vd09OTJ0+e0KRJk2SvK6VwdHTEwsICOzs7XFxcgBc2yUuum1yeeb0DKC8idYADwOr481ZAK+AToBFQERgSf20M0FlEygCrgP+lUdfTAYgsF5GGItKwWLFimXkuzcQOHDjAl19+yZtvvsmgQYMoU6YMb7zxRor3x8TE8M477/Ddd98xZswYVqxYgZWVVRZGnDO0bt2a8+fPU7FiRQwGAyEhIWmWcXd3x9PTk/nz53P8+HG++eabLIhUy9FMsXqLPvTxoh96pTbzuH//vgBStWpVcXFxMZ43GAxSrlw5ef3119Nd19SpU0UpJZ6enuYI1WxOnz4t1tbW8sMPPzx1Pjw8XBwcHMTFxUVat24twHPtC9W7d2+pWrXq84aba1WqVEm6d++e4vUBAwZI2bJlU7y+YMGCFLdDMBgM8sEHH8jevXuN58aPHy82Njbp2jTd3DDx6ppAM2BvotcTgYmp3G8JPIz/uSlwONG1QcTN7ysGXE50vixwIbW6Ujv0e3b2CwoKkuLFi0uVKlWkUKFC8uWXX6ZZZsqUKQKIq6trtq9Km1OMGTNGatasKbdu3Ur1vqioKHny5IkYDAZ58803xdraWs6cOZNFUWqmZKr3bN2Tp2latjlx4gQAy5cvf2o+nre3N9evX6dLly7pqicmJoaVK1fSqVMn6tSpY5ZYzaVevXr4+Pjw3ntPLxiYN29e/v77bxYuXMjLL7+MUoqffvopU20cPHgQDw+PVIdqJizMYi4HDhxIdTikOV2/fp3Lly+nOFQT4lbWrFq1aorXT506RalSpShTpkySa7du3WLp0qVcunQJgMmTJ7N69WqqVKnyovZCuANVlFIVlFI2QF/gqaVxlVIlE73sDvgkKmuvlEroamsHXAAeAIWUUgl/CR0SyqRSl5ZDxcbGMmDAAMLCwti8eTPjx4+nf//+aZYbO3YsP//8M1OnTs3R86qzUvfu3bl27Rrt2rXjzp07Kd5nY2ODlZWVce6jg4MDAwcOJDIyMguj1XISneRp2S6zS3Erpcoppf6JP+etlPogUZkGSqlz8XUuVIn+tVBKfRTfnrdSak7WPKWWnGPHjmFtbU3jxo2f+gd9586dAHTu3Dld9ezatYugoCCGDRtmljjNrVKlSkDcCo2JFySoVKkSSimmTZtGly5d+OWXXzI1z2LDhg0EBASkmuR98cUXVK1a1Szz5Tw8POjQoQNLliwxed3pkdZ8PBHBz88vzSQvpfl4586dA/5/0RUHBwciIiJe1KGaiEgM4ALsJS7h2iAi3kopV6VU9/jbRsW/x3oCo4gfkikiscQN1TyolDpH3NDPH+LrHAZsii8zCPg0tbq0nGvWrFn8+eefzJ8/HycnJyZNmkSFChWSvVdEWLJkCREREdjb2zNo0KAsjjZna9OmDTt37uTq1av06NEjzaRt+/btuLq68sknn+Dt7c306dOzJlAt5zFFd6A+9JHZg7ihN5eJm5dhA3gCNZ+5Zwj/x955h0V1fH38e5cuItgVBVuMXRQL9hajxoL9tcbYWzT+NPZorLHHRGPvvcVeEmPvgggKVkRBRZo0Ufou+33/ADYQlrJwF1Dn8zzn8d4pZ86uOnvPnZlzgDVa+hoDMEm6LgjgJQDrpPs7SNxSJAH4G8A3SeWtkXimI7lfiazYKbb+6AcHBweWLFmSo0aNSlXerFkz1q1bN8t6OnfuzFKlSjE+Pl5uE3MNPz8/Ghsbc/r06anKDx06RGtra27fvp0A+Ndff+msW6lUctSoUdy3b1+6bVq0aMEGDRrorDsrqNVqHjp0KM8S9Q4cOJDFixdPd/vX27dvCYC///671vrkbcWLFi3SWr9ixQoCYHBwMEkyMjKSkiRx7ty58nyAHAKRDF2Qi9y9e5eGhoZs1qwZK1WqRG9v7wzbz5w5kwC4adOmXLLw4+TPP/8kAH733XcZtlOr1fTw8CBJDhs2jAYGBmLb5keGXHO2WMkT5DXZDsVNMp5kXNKtCZJWppO29hQieTvpP8suAMknvccAWJLcj2T6ex8EeiUqKgqurq6oUKFCquTUUVFRcHJyQocOHbKk582bN/jrr78wZMiQPAnoIRfW1tbYtm0bJk+enKq8atWq8Pf3x6VLlwAkBgjRFUNDQ2zYsCHd9ABxcXFwdnbWS3685MT0vXv3hpmZmez6M4MkLl26hDZt2qS7/UuSJMydOxctW7bUWm9ubo5z586hT58+Wuvv378Pa2trFCtWDEBifjySqXLmCQSfAzExMfj2229RsmRJzJw5E3Z2dihTRlvg1URWrVqFRYsWYeTIkWm2rAtS06tXL6xYsQJ9+/bNsJ0kSZq5Z8SIEShatCiGDx+u9y35gnyIHJ6iECHZFQC9AGxJcf8t/rNqh8SVvAAAHgAOA7BJUWeTVB4N4PuksvoALqRo0xzA6aTr+wDmAXAGcBVAg6zYKd4Ky8/FixcJgGfOnElTFxAQwICAgCzpmT9/PgHwxYsXcpuYZ6hUqlSrTl9//TVLlSrFJk2a0NjYmOHh4TrpW7p0KU+ePJlu/fXr1wmAx48fz7bN2rh06RJLlChBV1dXWfXqQnR0NL///nsePnxYb2N069ZNEyTo4sWLLFy4MAHQ09NTb2PqAsRKniCXmDBhAgHw3Llzmbbdu3cvAbBHjx5UqVS5YOMN5pAAACAASURBVN2nRfLOgfR4+vQpjYyMOHDgQALgihUrcskyQU6Ra84WK3mCvCYnobhB0jep/AsA30mSVDITnYYACiMxwtsUAIekdF7vi5xL+iU5l12TJk3S1JUqVQqlSpXKkp569eph2rRpqFixoqz25RVBQUFwcHDAnj17NGUTJ05EYGAgvvnmG8THx+PgwYM66Zw/fz4cHR3x5In2eBXXrl0DADRr1iz7hmuhRIkSaNWqFapWrSqrXl0wMzPDmjVr0LNnz3Tb+Pr6IiQkJN36ffv2aYIEaePYsWM4evQoAMDS0hKlSpWCiYmJ5qylQPA5cPHiRaxatQpNmzaFu7t78ktWrURHR2Py5Mlo1aoV9u7dCwMDg3TbCtJy8OBBVKxYEW5ubum2qVKlClauXIlff/0Vjo6OmD17Nry9vXPRSkFeI2X0n1Ag0DeSJDUGMJdk+6T7GQBAcnE67Q0AhJG01FK3HcAZADcBXCZZNam8H4BWJEdJknQWids1ryTVvQDQiGSGXlz9+vV59+7dbH5KgTY6d+6Mmzdvolq1aqmSl48fPx5fffVVhrmUPmXUajWaNGkCHx8feHp6wsrKCmq1GtWrV4eFhQWCg4NhamqKp0+fZlnn/fv3cfjwYUyfPj3V1thkLl26hMuXL2PBggVyfpR8wcOHD1G9enUoFOm/0+zduzc8PDw00TFTQhKlS5fGN998k+Vche3bt0dISAhcXV2zbbecSJLkSrJ+XtuRm4g5O3eJiIhAzZo1UaBAAdSqVQuGhobYv39/hhEynz17hpIlS8LSMs3PuSATgoKC0LBhQ6hUKri4uMDa2jrD9r6+vqhevToaNWqEc+fOicil+Ry55myxkifIa7IdiluSpLKSJJklXRcG0BSAJ8kAAB8kSWqUtEo3CMCJpP7HkRiyG0mhuo0BpP8KX6AXSMLJyQk1a9ZMdfYuKCgIa9asybIDc/jwYfj7++vLzDxBoVBg3bp1CA4Oxpw5czRla9euxfr166FWq+Hp6Znuqpw26tSpg4ULF2p18IDEqJNyOng3b97Ejz/+iOjoaNl0ZofQ0FDUr18fs2fPzrDds2fPULlyZa11kiTBy8sLixYt0lq/d+9etG3bFhEREQCA+Ph4PHjwADVr1syZ8QLBR8TUqVPh7++P3bt3488//8SOHTu0OhJBQUFYtWoVSOLLL7/McwePJKKjoxEUFITnz5/j3r17uHbtGs6cOYMDBw5g8+bNWLlypSaCbn6hZMmSOHXqFN6/fw9HR8cM59oPHz5g7Nix6NKlCy5cuIBDhw7loqWCPEWOPZ9ChOREAHQE8AyJUTZ/SiqbD8Ax6XoxgEdIjLx5GUDVpPKvkXgezz3pz5EpdNYH8DBJ5xr8u2ptDGBPUp0bgDZZsVGc75AXLy8vAuDGjRtTle/bt48AeOfOnUx1hIeH09jYmJMmTdKXmXnKmDFjqFAoeP/+/VTld+7coUKh4LRp07Kkx8fHh6NGjUr3Ow0MDOSDBw+YkJCQY5uTWbhwIStUqMAPHz7IpjM7xMbGcv/+/Xz69Gm6bRISEmhmZsaJEydma4xRo0bRysqKarWaarVacx5v+fLl2TVbdiDO5An0yOXLlwmA7du3zzBhd3x8PFu0aEEzMzN6eXnlooX/Ehsby507d2qiTd65c4dIPM6Roaxfv54k6eLiwsaNG/PBgwd5Yv9/OXnyJCVJ4siRI9Nto1ar2aVLF65du5b29vYsU6ZMns/NgoyRa87O84lYiJCPQcQDg7zs3r2bAOji4pKqfNiwYbSyssryIXwvLy++efNGHybmOaGhoSxWrBibNm2qccBevnzJoUOHsm3btrS2ts7S95Qc4MbBwUFr/W+//UYA9PX1ldX+9+/fy6pPX/j6+qZ6iPsvmzZtSjd1Akk2bNiQrVq1IknGxcVx8ODBBMC///5bL/ZmB+HkCfRFdHQ0v/jiC5YrV46mpqYZvnz64YcfCIB79+7NRQsTCQsLI0l++PCBBQsW5OTJk0mSQUFBXLp0KdeuXctdu3bx2LFjvHDhAp2dnfn48WP6+vry3bt3mrn28uXLbNCgAUNCQkiSu3bt4vjx43nu3DnGxcXl+uciydmzZ3P58uXppoghqam7efMmAXDGjBm5ZZ4gGwgnT4iQXBTxwCAv33//PQ0NDWlpaUmlUkky8UeoXLly7NatWx5bl3/YunUrAXDnzp0kE1flFAoFmzVrRgA8evRolvSUKFGCw4YN01rXo0cPVqhQQRZ73d3d+ezZM1l05RQXFxcuXrw4U2cz2Qm+ePGi1vqmTZuyadOmWuuUSiVNTU1TrQKuWbOGAPLVywfh5An0xdSpUwmAly5d4pMnTxgZGam13c6dOwkg2yvm2eHdu3dct24d7e3tWbNmTY2j4+XllaFDpAuzZ8+mqakpAdDCwoK9evXizp07M418mVecP3+e7du3p5GRUb6J/itIi3DyhAjJRREPDPJSr1491qlTh6tXr9aURURE0MHBId0VlZRcuXKF3bp1y1cP0vogISGBDRs2ZJkyZRgVFUWS7N69Oy0sLGhgYMBvvvkmUx2xsbEEwHnz5qWpU6vVLFasWKbJdbNK06ZN+eWXX+aLcOiDBg2ihYVFug+dyfj5+XHr1q2aN/MpiY+Pz3Ar58OHD1M54SEhIRwxYoRm+2Z+QTh5An1w9+5dKhQK9unTJ8N2ISEhLFiwINu0aaN5qacv1Go1b9y4we+++45mZmYEwNq1a/OPP/7Q29hRUVE8efIkR4wYwdKlSxMAFQoFBw0axNDQUL2MqY0TJ06we/fu6c6/SqWSlStXZps2bWhhYcEOHTrkq3lK8C/CyRMiJBdFPDDIR1RUFA0NDXO0XaRfv360srJidHS0jJblT65du0YAXLhwIcl/z7+0bt2aJiYmmm1I6bF69WoC4LZt29LUPX78mAC4ZcsWWWz18/Ojs7OzLLpyQlhYGE1NTTl69Ogc6XFzcyMAHjhwIN36tm3b8vHjxyQT/12ampqyWbNmORpXboSTJ5Cb+Ph42tnZsWjRojQwMOChQ4cybH/lyhW+fftWb/aEh4dzxYoVrFq1KgGwYMGCHDlyJO/cuZOrjkxCQgJdXFw4adIkGhoaslSpUvznn39yZexdu3YRABcsWJBuG09PT8bExHDlypUEwBMnTuSKbQLdkGvOFtE1BQJBruLm5gaVSgVbW1skzmWJJCQkZKl/aGgojhw5goEDB8LMzExfZuYbmjdvjlGjRqFs2bIAgJYtW6JmzZrw8/NDXFwcduzYkWH/5Bx4NjY26da1aNEiRzYmR5a0trZGw4YNc6RLDvbu3YvY2FiMHDky07bXr19PN5rrnTt3ACDdz1S3bl2cP38e1apVAwAMHDgQkiShVq1a2bRcIPg4WLFiBdzd3bFmzRrMnDkzVZTkZFQqFa5fvw4gcd4qXry4Xmzx8vJCzZo1MXnyZBQuXBhbt25FQEAANm7ciAYNGuRqugCFQoH69evj119/xZ07dzQ5M3ODgQMHon///pg7dy5u376ttc2XX34JU1NTjB49GlWqVMHEiRMRHx+fK/YJ8gA5PEUhQj51EW+F5WP58uWaiGUvXrwg+e95vIwCXCTzxx9/EECaqJOfE7t37+bYsWM1b4ozawtAa4TJ8PBwnjlzJkdvuuPi4li7dm2OGzcu2zrkRK1Ws1atWszq/9kvv/ySvXr10lo3ZMgQFitWLN3vJz4+PtX969evCYBr167VzWg9A7GSJ5ARHx8fmpmZsUePHhm2mzlzJiVJooeHh17tiY+PZ//+/enk5KTXcbJDyqjFCxcu5JEjR/Q6XkREBCtUqMDy5cvz3bt36drUuHFjzdnu33//Xa82CXRHrjlbrOQJBIJcxdnZGWXLlsX27dtRoUIFAMDz58/x6tUrFCtWLNP+x48fR7Vq1WBnZ6dvU/MVSqUS69atw5MnTzBw4ECsXbsW7du3R2BgYIZ5BX19fQFoX8mzsrJCx44dc/SmW6FQoE+fPmjXrl22dciJs7MzHjx4kKVVPKVSCW9v73Rz5Dk7O8PBwUHr90MSZcqU0eQyDAsLw/nz5wFArOQJPmkmTpwIkggICMCLFy+0trl27RoWL16MIUOG6OX/w8uXL9GrVy+EhYXByMgIe/fuhYODg+zj5BSFIvExOz4+HsePH9fMEfqiUKFC2LdvH3x9fbFnz550bRo0aBB++OEHfP3115g/fz7evXunV7sEeYQcnqIQIZ+6iLfC8lG2bFn269cvVVlyFMnks03p8e7dOxoaGmY5R9ynRHBwMAsVKsSZM2eSTFyxOnLkCBUKBadPn55uv1q1arFgwYJpyt+8ecNffvnlkwteM3ToUJqbm2cphcOzZ88IgNu3b09TFxQURADpri6/fPmSALhu3TqS5JYtWzQr1LkZbCErQKzkCWTizJkzBMChQ4eycuXKWvPihYeH09bWlpUqVdJbPra7d++yWLFivHr1ql7064P4+HhNAK07d+7w4MGDejsv+ODBgyzpvn//PiVJ4pQpU/RihyB7yDVni5U8gUCQawQEBODNmzcwNzfXnOMCgBs3bqBo0aKoWrVqhv3Pnj0LlUoFR0dHfZua7yhWrBju3buHhQsXAgBev36NXr16oVy5cti0aVO6Zxq9vb1RoECBNOWXLl3CTz/9hJCQkGzZo1Kp0K9fP9y6dStb/fVBREQEDhw4gH79+sHCwiLT9l5eXgASz6n8lytXrgAAvvrqK6197927ByDxXB4AtGnTBo0aNULp0qVRpEiR7JgvEORrYmNj8cMPP6Bq1apYv349njx5gpIlS6ZpN3bsWPj5+WHv3r0oWLCgbONHRkZqVqfq1auHV69e5fg8cW5iZGSkmYtXr16NPn36oHfv3ggKCpJ9rJo1a0KSJHh5eSEsLExrG7VajTt37qBFixZYvXo1Xr58KbsdgrxFOHkCgSDXcHV1BQBs2bIFTk5OmvIbN26gadOmmW4bPHnyJIoXL54vt+XkBhUrVoQkSQgMDISNjQ06deoEf39/hIWF4dixY1r7HD58GGvXrk1Tfv36dVhZWaFmzZrZsuX169e4ffs2/P39s9VfH+zbtw/R0dFZ2qoJAM+ePQOg3cmLjIxElSpVYG9vr7Wvm5sbFAqFZitahQoVEBsbK7ZqCj5Zli1bhhcvXqB3794wMjKCgYFBmjYk0bx5cyxatEjWedrNzQ329vb47rvvNNvTtb28+ljYvn07Fi9ejFOnTqFGjRrYv38/Ehdw5CMsLAz29vaYMmVKum22bNkCCwsLSJKEn376SdbxBfkAOZYDhQj51EVs/ZGHuXPnEgD//vtvzTaehIQELly4kIcPH86wb3x8PK2srDhkyJDcMFVWUh6+zykeHh4sUKAAd+/ezbNnzxIATU1NOWDAAJ30VKlShZ06dcqRLfkthcWtW7f4448/ZnkLVFBQEM+dO5etLVMdOnRgrVq1SCZunT19+jSNjIw4depUnXXpG4jtmoIc8uLFC5qamrJmzZo0MDDg8+fP07TRx9bDhIQErlixgkZGRixbtiyvXLki+xh5yaNHj+jg4EAAnDBhguzf4bRp0zTJ6rUREhJCtVrNmTNnEgBdXFxkHV+QPeSas/N8IhYi5GMQ8cAgD507d2a1atWy1TcqKoorV67k9evXZbZKd169esVDhw7xwoULmrKpU6dy165dJBMd0lq1atHGxoYWFhYEwHr16vHUqVM5/hFPSEigvb09bWxsGBkZycqVK7NkyZI0MzNjREREqrb37t1j27Zt00SdCwwMJAAuXbpU5/FVKhV3796dLxKe6wuVSpXp39OWLVu4adMmkqS3t7fmPN6+fftyw0SdEE6eIKd06dKFBQsW5KtXr3jjxo009Uqlkh07duTBgwdlGzMwMJDt27cnAHbv3j3fnXWVC5VKxR9++IEAOHXqVFkdvejoaFaqVImVK1dmTExMuu3evHnDIkWK8Ouvv5ZtbEH2EU6eECG5KOKBQR5KlSrFhg0bpgrn//jxY4aHh+ehVbpx4cIFFipUiADYvn17TbmdnR1//PFHzX2vXr04ePBgTpgwgTNmzGDFihUJgA0bNuTZs2dz9EN+6dIlAuCSJUv422+/0crKigA4a9asVO2S0yckJ1JP2d/ExIS3bt3SeezDhw8TAM+cOZNt+/XBn3/+qTVNREasX7+erq6uacp37NhBGxubLAeliYmJ0bwxf/LkiU425AbCyRPkhL///jvDIEQkuWDBAgLgnj17ZBnz+vXrLFGiBE1NTblhw4ZcTWieF6jVao4ZM4YAOHv2bFl1nz9/XuvvQzJRUVEsU6YMmzZtSgCf3Grpx4hw8oQIyUURDww5x8/PT7Pa8ccff2jK69Wrx1atWmXYV61W888//8zzN7m7du2ioaEha9SowTt37miNLJce8fHx3Lx5M21tbQmATZo0yVFky44dO9LKyop+fn4MDg6mQqHgF198karNhw8fePbsWfr5+aXpHxMTk63VOLVazYsXL+arh664uDgWLlyYgwcPznKf6OhoSpLEefPmpam7ePEiBw0alO42W19fX75+/TrVd/C///2PZmZm+XKFUzh5guyiVCpZvXp1lihRguXLl9c6l7i4uNDAwCBN1OTscvv2bRYsWJBVqlThw4cPZdH5MZCQkMChQ4cSgNaXTzlhyJAhnDx5crr1f/zxB69cuUJra2s2a9YsX83vnyPCyRMiJBdFPDDknJMnTxIAT5w4wbCwMJLk+/fvqVAo0n3DmMyjR48IgBs2bMgNU9OgVqu5cOFCAmDr1q1ztPIYFxfH9evXs1WrVppk2gEBATrrSQ59nZw+YdasWQRAb2/vbNuWEQkJCQwJCdGLbjkICAjgq1evstz+wYMHBMD9+/frPNakSZNoYmKi+fs7c+YM7e3t6eDgoLOu3EA4eYLssnbtWgLgggULOHLkyDQP//Hx8axduzatra1l2ZGRkJBAOzs7VqpUSatD+amjUql4+fJl2fVm1Wlbt26d5ty8IO8QTp4QIbko4oEh58yZM4cKhYKRkZGasuRtJGfPns2wb0JCAp2dnfPEyVAqlRwxYgQBcMCAAYyLi5NVf1RUFEuWLJmtPEUDBgygmZkZHz16xDJlyhAAf/75Z039lClT0pyxePfuHRs1asRz587pNNaqVatYvHhxvnz5Umc78yNHjhwhAN69ezdVeVhYGH19fTPs26xZMzZu3FhzX7FiRRoZGXH06NF6sTWnCCdPkB3Cw8NZrFgxtmrVKl0n4dixYwTA48ePyzbuy5cvP5l5JidcuHCB69evl1XntWvXeODAAa1179+/57Rp01i6dGnWq1dPrOblIXLN2SKFgkAgyBXu3r2L4sWL4+LFi5qyGzduQKFQoHHjxhn2VSgUaNiwIYoWLapvM1MRGRmJrl27YvPmzZgxYwZ2794NY2NjWcdQKBSYPn06unfvDgDw9/eHs7NzlvrOnz8fKpUKq1evRoUKFWBgYIBly5Yh8TcCuHjxIq5evZqqz82bN+Hk5KQ1/HlGtGnTBoMHD4atra1O/fTN/fv30bp1a3h6eurULzl9QuXKlVOVHzx4EDY2NvD29tbaT6VSwdXVFQ0bNtSU7dmzB0qlEnXq1NHReoEg//LLL78gJCQEtWvXRnx8vNY23bp1g4uLC7p27ZqjsZ4/f44ZM2ZArVajXLlyKFeuXI70fQps2bIF69evR1xcnGw6Fy5ciBEjRmhNfaNWq7Ft2zY0bdoUrq6uOH78uGzjCvIIOTxFIUI+dRFvhXNOqVKlWLBgQY4cOVJT9tVXX7Fu3boZ9gsMDOSYMWP47NkzfZuYhhcvXrBkyZK5uk100qRJBMARI0ZkadVw3LhxNDAw4MqVKzVnHpMPznfo0IH//bc7bdo0GhoaMioqSi/25zZjxoyhqampzuc1hw4dylKlSqUp7927N8uWLZvuW2x3d/c0ASaSVzP+G8U0vwCxkifQkefPn9PIyIh169alpaUlg4KCUtUnJCTQy8tLtvGWL1/OokWLihW8FMTGxmrmNblW1Z4/f05jY+N0zy+Hh4dTqVSySpUqrFGjRr48Y/w5INecnecTsRAhH4OIB4ackRx05bffftPkxyMTz0VpC8edkq1btxIA79+/r28zNbx580bzo/r+/ftcGzd5vMmTJxMAW7Rowbdv32bYPjAwkL179+bjx49ZokQJGhgYcNiwYSTJGjVqsGvXrqnaN2nSJNVWw8zYuHEjJ06cKPs2VTmIjIxkoUKF+O233+rcNzY2Ns0DZUJCAosVK8ZBgwal22/z5s0EoHnpcPnyZTo6OlKSpHzrOAsnT6ArPXv2pLm5Of38/LRuX968eTONjIzo5uYm25jZOZv8ORAbG8uePXumu81SV6ZMmUJJkjIM7rJp0yYCkG1MgW4IJ0+IkFwU8cCQM06cOEEAmTp02ujatSttbGxy7XyAj48PCxcunK0ccnKyd+9empiYsHz58vTw8MhSn+TgK6ampnz//j0NDQ1TRS6Njo7WOWH3lClT2K5du3x5PmPbtm0EwGvXrsmiL3mVbseOHem28ff35/79+zXfx5AhQ2hqaprt/I+5gXDyBLpw7do1AuC0adO01vv7+9PS0pKtW7fO0bzw9u1btmrVKldf4H2MREVFsUWLFjQwMODRo0dzrC+zs5ZXrlyhiYkJbW1tWbNmzXSjDAv0h1xztjiTJxAI9I6rqyskScLx48eROH8Bt2/fxu7du6FUKtPtFxMTg3PnzsHR0RGSJOWKreXKlcMPP/yA3r1758p46dG/f39cu3YNcXFxaNKkCU6ePJlh++fPn0OlUmHw4MGIjY3F7NmzoVKpUKhQIU2bsLAwdOzYEe3atcuyHcuWLcPp06dz7fvXhU2bNqFq1apo1qyZTv0+fPiA//3vf3Bzc0tVfunSJQCJ5w/To3Tp0ujbt6/m+9i8eTOKFCkizuMJPglIYsqUKbCyssL69evx/PnzNG3Gjx+P2NhYbNy4Mdvzwrt379C+fXs4OTkhPDw8p2Z/0hQoUACnT59GgwYN0KdPH5w5cyZH+qysrLB8+XJ07doVarU6TX3Dhg0xZswYTJo0CQ8fPsSJEydyNJ4gD5HDUxQi5FMX8VY4Z3Tp0oWFCxdOdT5s5MiRtLS0zPAt4enTpwmA//zzj17tU6vVXLVqFT09PfU6TnZ48+YN69evT0mSuGTJknTfnK9YsYIFChTg06dPWaRIETZs2JAAuG/fvmyNe/r06Xz5fSTj4eFBAFy5cqXOfe/evUsAad6Kd+nShZUrV063X3R0NNetW8fXr19rykJCQgggz1d+MwJiJU+QRY4ePUoAnD9/PmfMmJFmvkmuX7x4cbbHeP/+PRs1akQjIyMRql8HwsPDWa9ePZqYmOgcHTk7KJVKVqpUifb29vlyJ8enjFxzdp5PxEKEfAwiHhhyhq2tLfv165fKoatTp06a8P7/ZeTIkbSwsGBsbKxe7fvll18IgJMmTdLrONklKiqKffr0IQBu375da5uYmBgGBAQwOjqaTZo00QRhuX79uqZNRERElsaLj49n+fLl2aFDBznM1wvjx4+nsbExg4ODde67b98+AkiVaFmpVLJQoUIcNWpUuv1u3ryZKlz8/fv32b9/fwLIlYeu7KIPJw9ABwCeAJ4DmK6lfjCAYAD3k2R4ijpbAOcAPAHwGED5pPKvALgltb8B4IukchMAB5PGck5un5GIOVt3lEolq1WrxqpVq1KpVGpts3z5ctavX1+TI1JXoqOj2apVKxoYGPDYsWM5MfezJDQ0lLVr16aZmRmdnZ1zpEutVnP79u3cunWr1vpnz56xe/fuBMAzZ87kaCyBbggnT4iQXBTxwJB9wsLCCIBLlizRlEVFRdHAwCDDJOgJCQksXbo0e/furVf7/P39aWZmxp49e+brswdqtZo7duzQPFyl92Y1ISGBNjY2GicveRU0Pj6e5ubmnDt3bpbG8/f3z7eR7qKjo2llZcV+/fplq//cuXMpSRJjYmI0Zc7OzgTAgwcPptsvOYJpcpLm7du3U6FQEECmAXLyErmdPAAGAF4AqAjAGIA7gOr/aTMYwJp0+l8B8HXSdUEABZKunwGolnQ9FsCOFNcbkq77AjiYmY1iztad5DOuHTt2zPDfc3YdvNjYWHbo0IGSJGV7h4Eg8SxjuXLlWKlSpRwFBlOr1WzXrh2trKy05qBds2YNTU1NaW1tzUaNGonVvFxErjlbnMkTCAR6xcPDAwBw8uRJvHnzBkDiGb2EhAQ4ODik28/V1RUBAQHo0qWLXu1btGgRlEolli5dCoUi/06JkiThu+++g5GREYKDg9GyZUvcu3cvTbthw4alymlVpkwZAICbmxuioqJQvXr1DMdJ/jsqXbp0vs1VdfjwYbx79w4jRozIVv9nz57B1tYWpqammrLk83itWrVKt9+tW7dQrlw5WFtbAwAGDx6MHj16wNbWFsWLF8+WLR8pDQE8J+lNMh7AAQBZSpQmSVJ1AIYkzwMAyUiS0UnVBJB8iNQSQHIyr64AdiZdHwbwlZQfD4l+xMTGxmLOnDmoWLEirly5gg8fPqSq9/T01OQ4NTIy0lm/SqVCv379cPbsWWzevBn9+vWTxe7PkeLFi2P37t3w8fHBhAkTsq1HkiT8+uuveP/+PebPn5+mftiwYXj58iVmzZoFJyenVDluBR8H+feJRiAQfBK4u7sDAAIDAzVBQB48eAAAqRJK/5d//vkHAPDNN9/ozbZXr15h48aNGDp0KCpVqqS3ceQmODgYQUFBWoPWdO7cGUFBQZpk59HRic/P169fBwA0b948Xb1BQUGoXbu21h/8/ES3bt2we/fuDB2yjAgNDcWXX36Zquz777/H5cuXUaJECa19SOLmzZto2rRpqvJ79+6hfv362bLjI6YMAN8U92+Syv5LT0mSPCRJOixJkk1S2ZcA3kmSdFSSWSOCYgAAIABJREFUpHuSJC2XJMkgqW44gL8kSXoD4FsAS/47HkkVgAgAReX9SJ8369atg6+vLzZv3ow3b96gYsWKmjqSGDduHHr16oX3799nS/+0adNw7NgxrF69GsOGDZPL7M+W5s2bY+bMmfD09NTM8dmhZs2aGDFiBNatWwdPT89UdaampihZsiSGDBmCUqVKYcGCBTk1W5DbyLEcKETIpy5i60/2GTp0KIsXL55mq0dgYGCG/davX8//+7//06dpHDp0KE1MTLTmgcrvpDwzc+7cOc33q1arWb9+fZqbmxOAJmdeZkFFyMRtWIsWLeLTp0/1Z3g+QdctZ76+vpQkiWvXriVJvnv3jo6OjjkOQpEbQP7tmr0BbElx/y2AP/7TpigAk6Tr0QAuJV33QqKTVhGAIYAjAIYl1R0F4JB0PSV5DACPAJRNofsFgKJa7BoJ4C6Au7a2tnr+Vj8d3r17x6JFi7J58+Za648dO0YAXLVqVbbHWLhwISdMmJDt/oK0KJXKdM9O6kJgYCAtLCzYpUsXrfXDhg1j9erVCYC3b9/O8XiCzJFrzs7zh2chQj4GEU5e9rG3t2fbtm3z2ow0eHp60sDAgP/73//y2pQckZzTasCAAZqE5RcuXCAAKhQKGhgYMCwsjIULF9Y4fP9FrVZ/NImIf/nlF27YsEFWnW5ubpw3b57WcykpCQ8P1wSvefjwIUuXLk0APH/+vKz2yI0enLzGAP5JcT8DwIwM2hsAiEi6bgTgSoq6bwGsBVAcwIsU5bYAHidd/wOgcdK1IYAQAFJGNoo5O+vMnj2bAGhgYKAJKpRMTEwMK1SowBo1amT7LF4y4kyXfggKCuLPP/+cozPlW7duTTcQzqpVqzhjxgxaWlqyR48e2R5DkHWEkydESC6KeGDIHkqlksbGxixWrBhPnz5NMvGtYe/evXn37t10+0VFRcnyhjIj+vbtS3NzcwYFBel1HH2jVqs10UG/+uorRkREUK1WU5IkSpKkeQO/devWVJE2UzJ58mTa2NgwNDQ0l63Xjbi4ODZv3pw//PBDtnW4ubmxZ8+eqdJDrF27loaGhgwPD9dJ16JFiwiAYWFh2bYnN9CDk2cIwBtABfwbeKXGf9qUTnHdHYBT0rVBUvviSffbAXyfwnn7Mql8GIAjSdffI3XglUOZ2Sjm7Kzx9u1bmpub09HRkdOmTUsTgXfhwoUEwAsXLuisW6lUsmfPnnpPgfO5s3PnTpqYmGT4myoHM2bMoCRJfPbsmV7HEcg3Z+f5w7MQIR+DiAeG7PHw4UMCoJ2dHa9du0aSPHnyJAHwxo0b6fZbunQpLSwsshzyX1fCwsJYtGhRzpw5Uy/684IdO3bQ0NCQdnZ29PPz4+XLlwmAZmZmbNWqVYZ93dzc+Msvv3wUb9qVSmWOUmokRxB8/vx5qvLMotSNHj06TUTA7t2784svvsi2LbmF3E5eokp0RGI0zBcAfkoqmw/AMel6cdI2S3cAlwFUTdH3awAeAB4A2AHAOKm8e1KZOxIjcFZMKjcF8CcSUyjcSS7PSMScnTWmTJlChULBJ0+eaK3fsmULhw8fni3d/v7+rFmzJnfv3p0TEwWZoFar6ePjk2M9kZGRnDt3Lq9evap1jGPHjtHIyIijR4/O8ViCjBFOnhAhuSjigSF77N27lwDo4eGhKfvpp59oYGDAqKiodPtdu3aNc+bM0attKbfefSqcPXuW5ubmtLW15ePHj9mtWzdNKoVLly6lavv27duPJoy5SqXirFmzMj3HmRWmT59OQ0NDnVaKw8PDKUkS582bpynr3LkzCxcuzL59++bYJn2jDycvv4uYszMnKCiIZmZmrFatGt3d3fUyRvIWckHucOLEiQx/WzMiOjqa1tbWbNasWZoXfsHBwTQxMWHNmjVpYmLy0e+Aye/INWeL6JoCgUBvuLu7w9jYGFWrVtWU3blzB7Vr10aBAgXS7de8eXPMnTtXLzaFhIRArVbDyspKE+3zU6F9+/a4evUqIiMjUaNGDaSMMt+3b99UbRctWoThw4cjMDAwt83UmaVLl2LhwoWaiKs5wcvLC5UqVYKhoSEAYPv27Wjfvn2GUQOdnJxAUhNZU6lUIioqCuHh4WjQoEGObRII8oLly5cjNjYWfn5+cHZ2TlV38+ZNbNmyBQkJCTrrffv2LcaPH48PHz7A2NhYLnMFmfD48WN069YNP/74Y7b6m5mZYebMmbhx40aadAnFihXD33//jd27dyM+Ph5r1qyRw2SBvpHDUxQi5FMX8VY4e7Rv357m5uacOHEiycQtH0WKFOGIESPS7RMQEEBXV1eqVCq92NS2bVu2adNGL7rzC/PnzycAGhkZsUWLFpptmymJiYmhm5tbHlmYdW7evEkDAwP27dtXlu2ktWrVYufOnTX37dq14xdffJGh7lmzZtHAwIAfPnzQlJ0+fZoAtG5tym9ArOQJ/kPyKt7AgQMZHh6eKqiKSqWinZ0dbWxsdF4VSkhIYLt27WhiYpJqB4cgd5gyZQoB8OTJk9nqHxsby7Jly7Jx48bpzondunVjkSJFGBkZmRNTBRkg15wtVvIEAoHecHd3R/ny5TUJuCMiIlC+fPkMk6AfOHAA9erVQ0BAgOz2kMTw4cMxePBg2XXnJ+Li4qBQKNC6dWt89dVXAICYmBisWbMGnTp1QkxMDExNTVG3bt08tjRj3r17h/79+8PW1hYbNmyAHPmvCxcuDHt7ewBAeHg4Ll26hJ49e2ao++bNm7Czs0PBggU1ZXfv3oUkSRpdAsHHxLJlyxAbG4vZs2fDysoqVYLznTt3wt3dHStWrMhwx4U2li9fjnPnzuH3339HrVq15DZbkAkLFixAnTp1MHTo0Gzt0jAxMcGsWbNw+/ZtrTsnbt++DX9/f4SFhWHbtm1ymCzQJ3J4ikKEfOoi3grrTmBgIAFw5cqVOvXr1q0bK1asqCerPg8GDRpEGxsbkuSQIUNYsGBBAmCFChVoZ2cny9k2faNWq9mrVy8aGhrSyclJL2Ps2LGDAHjnzp0M23Xq1InTpk3T3Pfo0YM2NjasXr26XuySG4iVPEEKAgICaGpqSisrqzS7KqKjo1mmTBk6ODjovHJ+69YtGhgYsFevXh9FEKdPlcePH9PU1JTt27fPVlqFuLg4Dh48mPfv309T5+TkxEqVKtHOzo6VKlXS246bzx255myxkicQCPSCu7s7AKB27dpZ7qNWq3H9+nW0aNFCdnsuXLiAxYsXIzY2Vnbd+Q0PDw8EBQXB3d0d169fR4UKFQAAPj4+uHjxIkqWLJnHFmbOli1bcPjwYSxcuDDDld+ccOTIEdja2qJ+/foZtjt9+jSWLFmiua9WrRrCw8Mz7ScQ5EeWL1+OuLg4fP/99+jUqVOquj/++AN+fn5YunSpTivn4eHh6Nu3L2xsbLB582ZZVt0F2aNatWpYuXIl/vnnn2ydnTM2Nsb27dthZ2eXps7BwQGenp6YOXMmXrx4gb/++ksOkwV6Qjh5AoFALyQ7eQMGDNAc3u/Xrx+GDh2abp/Hjx8jNDQULVu2lNUWkpg2bRq2bNkCAwMDWXXnR0JDQ2FtbY2iRYvi22+/xYsXL9ChQwcAwNWrV/PYusx5/PgxJkyYgLZt22LKlCmy6d25cyccHBzw7t07fPjwAefOnUOPHj0yfCBVq9VpykaNGoXIyEgRdEXw0REYGIj169fj22+/xcKFC9G1a9dU9XZ2dpgwYYJOczBJDBs2DP7+/jh48CCsrKzkNlugI6NHj0bnzp0xdepUPHjwIFs6fHx8MHfuXCQuLP2LgYEBHB0dUbp0aaxatUoOcwV6Qjh5AoFALzx48ABFihTBqFGjNI7VlStXMozWdu3aNQCQfSXv6NGjcHNzw5w5c1KdPfkUIYng4GD06tULZcuWxfDhwzF16lQcPXoUhoaGmrf3r1+/zmtTtRITE4M+ffqgYMGC2LVrFxQK+X6m7t+/j4cPH6JQoUI4c+YM4uLi0LNnzwz79OrVK1Vk0tjYWLi4uACAWMkTfHSsWLECcXFxaNq0aZqHdyAxQu/vv/+uk85169bh2LFjWLJkCRo2bCiXqYIcIEkStm7dCisrK/Tv3z9bO1iuXbuGefPm4cSJE2nqHB0dYWRkhIsXL+Lhw4dymCzQA8LJEwgEeuHRo0eoX78+5s2bBwAICAhAYGBghoEqrl69irJly2q2F8pBQkICZs+ejWrVqmHAgAGy6c2vhISEIDY2Ft7e3ti4cSOOHz+OOXPmwMzMDLa2tggMDMT58+dRq1Yt7NmzR+uDXl5iaGgIR0dH7Ny5E6VLl5ZVt5eXFypXrgyFQoEjR46gVKlSaNKkSbrtVSoVLl68mCrVxrhx4zBq1CgYGRmhTp06stonEOiT0NBQbNiwAaVLl8Zvv/2WapXa19cXs2fPzjCViDYePHiASZMmoWPHjpg4caLcJgtyQIkSJbBjxw4olUr4+/vr3H/AgAGoXLky5syZk2ZHw+jRozF37lyYmppi9erVcpkskBs5DvYJEfKpizjErxsJCQk0NTXlmDFjNGVnzpwhAF67dk1rH7VazVKlSrF///6y2rJr1y4C4J9//imr3vyKq6urJgF6pUqV2K5dO03dli1bNKkVGjduTADs3bs3Q0JC8tDif8lOkABdqFy5Mnv16sWoqCgWKFAg1b9Pbdy5c4cAuH//fk3ZwYMHWb58eTo4OOjVVjmBCLwiIPnzzz8TAO/du8cXL16kqhsyZAhNTEz46tUrnXRGRUVx8uTJfPv2rZymCmQkZXoMXdm9ezcB8NSpU1rrR4wYQVNT03zzG/KpINecLVbyBAKB7Pj4+CA2Nhbr16/HhQsXAABubm4AoPUwN5C4yhIYGCjreTylUom5c+eibt266NGjh2x68yskERQUBADo1KkTXrx4kWrr69ChQ2FiYgKlUolu3bph8eLFOH78OGrVqiVLovGc8Pr1a9jZ2cHJyUkv+pVKJby9vfHll18CAH777TcMHz48wz6XL18GALRq1UpT1q1bNwQEBGS4AigQ5Dc+fPiAVatWoWvXrqhTpw4qVqyoqXv48CF27tyJcePGwdbWNss6Y2NjUaBAASxfvhzFixfXh9kCGTAyMkJERAR+//13rWeMM6JPnz4oV64cli5dmqYuOjoaJUuWRGxsLDZv3iyXuQIZEU6eQCCQneQ9+t9//73GqatUqRKGDRuWautbSq5fvw5A3vN427Ztg7e3NxYuXCjr2a78iJOTExo3bgx7e3vExcVpHJiU36ckSRg4cCAAYO7cuRg9ejScnZ1RuHBhdOjQAePGjUN0dHSe2B8ZGQkzMzMUK1ZML/o/fPgAR0dHODg4oECBAhg5cmSmOe4uXbqE6tWro1SpUgASt7tdv34dcXFxwskTfFRs2LABERERuH//Pry9vVPVzZw5ExYWFpgxY0aW9f3555+ws7ODn5+f3KYK9MDp06cxceJE3L59W6d+RkZGmD59OmrUqIH4+PhUdcHBwVi8eDEqV66MtWvXQqlUymmyQA7kWA4UIuRTF7H1Rzd++eUXAuD79++z3EepVPLu3buy5VeKiYlhmTJl2KRJk88iZ5OTkxNr167NFy9eUK1Wc/LkyTQ2NmZMTEyqdm/evNFs55w6dSrJxO9q4sSJBMCaNWsyLi4uLz5Crvw9xcbGcuPGjQwODs607YYNG7hp0ybN/Zw5c6hQKAiAb9680aeZsgKxXfOzJiYmhiVLlmTdunXZtWtXKpVKTd21a9cIgIsXL9ZJ54ULF9izZ89UugT5l4SEBLq7u8uu9+nTpzxx4gQB8NChQ7Lr/1yRa87O84lYiJCPQcQDg27079+fpUuXZnR0NMnE5Kq6OHxysG/fPgLg5cuXc3Xc3Obp06ea64SEBP766680Njamvb0927Rpo7VPlSpVaGRkRGNjY758+VJTfuHCBa5duzaVPn0SHx/PrVu3cuTIkYyKitLrWMmf5fz58wTAM2fO6KzD1dWV9vb2tLW1lds8vSKcvM+bdevWpTsXPnr0iAMGDND7/z9B/iE0NDRb/W7dukVvb+805SqViuXLl2erVq1yapogCeHkCRGSiyIeGHSjdu3aNDAw4Lhx40gmOg/IIOjK69evOW7cOHp5eclmg1qtprOzs2z68iMHDhygQqHg1atXNWUDBw7kF198wb///jtdJy3ZAVYoFBw4cKDWNqdPn2ajRo3o7+8vu91hYWFcsmQJy5YtSwC0t7fX+0uAMWPGsEaNGlSr1fTw8GBsbGyG7R89esSAgIA05WXLlmWfPn30ZaZeEE7e50t8fDzLlSvHKlWqpFnVzw4PHz7kTz/9JJzCj5Q1a9bQ0tKSQUFBOvULCwujqakphw8fnqZuw4YNrFy5MgHw8ePHcpn6WSPXnP1pH1IRCAS5jkqlwtOnT9GpUycMHjwYAHDv3j0AQLVq1bT2efLkCbZt24aYmBjZ7JAk6ZPP2dS5c2fMmzcPjRs31pTt3r0bXl5e6NChQ7rnELt16wYjIyOo1Wrs2bMHrq6uadqoVCqYmpqiSJEiACDLWT0vLy+MGzcOZcuWxfTp0/Hll1/i1KlTcHFxgYWFRY71Z8SzZ89gbm4OSZJQq1YtmJiYZNh+/PjxmgTyAPD27VucPn0ab968EefxBB8N+/fvx6tXr+Dp6YktW7Zoykli3rx5ePHiRZZ1kcTYsWOxfv36PDu7K8gZX3/9NaKiojBnzhyd+hUuXBhDhgzBrl27EBAQkKrOwMAAFSpUgKGhITZs2CCnuYKcIoenKETIpy7irXDWefr0KQFwx44dmrJ+/fplusUtPj5etu2Bbdu25fz582XRld+Ijo7mggUL0j03p1QquWDBArZu3ZoqlSpdPckpFMqWLZvu29fkM3KRkZE0NTVl/fr1+eOPP/LUqVMMDw/Pkr1qtZqXL1+mo6MjJUmikZERv/vuO96/fz9L/eXC1taW7dq146BBg7Su0KUkJiaGpqamnDhxoqZs7dq1mrOMLi4u+jZXViBW8j5LEhISWK1aNdaqVYvnz5/nhw8fNHWnT58mAG7dujXL+pLD6ac8pyr4+Bg/fjwVCgUfPXqkUz8vLy8qFApOmzZNa32/fv1oaWnJyMhIOcz8rJFrzs7ziViIkI9BxAND1jly5AgB8ODBg5qyatWq0dHRMVfGVyqVHDp0KNetW5cr4+U2p06dokKh4NmzZ9PUBQYGslq1agTAatWqZajnn3/+IQCam5tnuvUqLCyMs2fPZosWLWhsbEwAlCSJ9vb2nDhxIk+cOMGwsDCtfWNiYlisWDEWLVqUs2bN0sv2z8yIjo4mADZo0IAFChTI9PNevnyZAHjy5ElNWVBQEDt16kRTU9Mc5Z3KC4ST93ly6tQpAuDevXtTlavVatavX58VKlTI8r/l8PBwlixZkg4ODno/qyvQL8HBwbS0tGTHjh117tu7d28WKlSIERERaepOnjxJANyyZYscZn7WCCdPiJBcFPHAkHXmz59PACxXrhzJxId8hULB2bNna23v5+fHunXrfvIBUuQkZbCVlDg7OxMADQwMOHr06Ax1qNVqWltbEwCXLl3KMWPG8N27d5mOHR0dzcuXL3POnDls2bIlTUxMNE7f0aNHSZJ79uxh8+bNNSuJLi4umiA8eYGHh4fGoc3KeboZM2bQwMAgzffRsGFDtmjRQl9m6g3h5H2etGzZkhYWFvz1119TlWdnFW/cuHFUKBR0dXWV20xBHrBs2TIC4Llz53Tq5+LiwiJFivDGjRupykNCQmhmZsbixYvT3t7+s4horU/kmrPFmTyBQCArjx49QpkyZbB9+3YAQEJCAlavXg1HR0et7a9fv4579+6hYMGCsoz/4sULJM6Rnw7x8fEYMGCA5uxclSpVtLbz9fUFkPidt2vXLkOdkiRhxIgRAIDHjx9jx44duHXrVqa2mJmZoVWrVpg7dy6uXLmCd+/e4cqVK5g7dy4aNGgAADAxMYGpqSlCQ0MBAPXr14eZmVnWPqweKFCgANq0aYOoqCiMHTs20/Z///03mjVrBktLSwDAmzdvsG3bNri6uqY6/ygQ5FdcXFxw9epV2NjYwN/fX1NOEnPnzkWFChXw7bffZkmXm5sb1q1bhzFjxmSaW1LwcTB+/HiUL18eP/74IxISErLcr379+vDz80PTpk1TlRctWhTLly/HyJEj4ebmBhcXF7lNFmQHOTxFIUI+dRFvhbNOjRo12Llz5yy3nzx5Mk1MTGTZAhcaGkoDAwP+8ssvOdaVn3j58iXLly/PXbt2Zdjut99+05wbe/v2baZ6vb29CYC1atViSEiIXObmO9RqNWvVqsXatWtn6Q2zj48P7927p7nfuHGj5nv966+/9GmqXoBYyfvs6NOnDy0tLfn+/ftUZ3Ojo6M5duzYTOeSZBISEujg4MASJUpk+Rzux05MTMxnsRJ14MCBbG+vTEhIoK+vb5ryiIgImpubc/DgwXKY+Nki15wtVvIEAoFsKJVKeHp6wtjYGO/evQMAPHjwAM+fP0+3z927d2FnZwcjI6Mcj3/mzBkkJCSgbdu2OdaVnyhXrhwePXqU6Zv3N2/eQKFQoFChQihevHimeitUqIBGjRrhw4cPOH36NADg1q1bSPyN+XQ4fvw4Hjx4gPHjx0OSpEzbly9fHnXq1NHcDxs2DMOHD4ckSWneYAsE+Y2XL1/i0KFDGDRoECwsLGBgYKCpMzMzw9q1a7O8irdt2zY4Oztj+fLlsLKy0pfJeYqbmxsGDx6siRg6c+ZMVK9eHUuXLoWfn18eW6c//u///g+NGjXCrFmzEBkZqVPf3r17o3379lCr1anK/f39UbduXRw4cADh4eFymivIBsLJE+QLJEnqIEmSpyRJzyVJmq6lfrAkScGSJN1PkuFJ5eUkSXJNKnskSdLoFH3qSZL0IEnnauk/T3eSJE2WJImSJBXT/yf8PPDy8oJKpcLRo0fx9OlTAMCkSZPQp08fre3VajVcXV1Rv359WcY/duwYrK2tZdOX15w8eRLz588HSRQoUCDT9r6+vihVqhR+/fXXLI8xatQovHz5EoMHD8aaNWvQtGlTHD16NCdm5ztGjBgBQ0ND9O/fP9O2K1euxOHDh1OVGRgYwNPTE/Xq1UOhQoX0ZaZAIAu///47JEnCtm3bEBwcrCm/desWbt68qZMuJycnNG/ePMtO4ceAj48PVq9ejQcPHgAAQkNDcfr0aXh6egIAHBwcUKxYMUyfPh22trbo0KEDDhw4IGuKn/yAJEn49ddf0b17d6hUKp36duvWDY8fP8bFixdTlR84cAB37txBbGws9u3bJ6e5guwgx3KgECE5EQAGAF4AqAjAGIA7gOr/aTMYwBotfY0BmCRdFwTwEoB10v0dAI0BSAD+BvBNin42AP4B8ApAscxs/Ny3/mSVQ4cOEQB37typCbRRsmTJdLduJKdb2LZtW47HjoqKopmZGceOHZtjXfmFsWPHskGDBllOYtygQQM2b95cpzHev39PIyMjAuCgQYNYu3Zt2trafjLJjl+/fq3ZkpoZ8fHxLFSoUKqEvz4+Ppw2bRqNjIz4448/6tNUvQGxXfOzISwsjObm5uzSpUuqgCtqtZr16tVjhQoVqFQqddL5sYfET0hI4O3btzlz5kzWrFlTs/V62bJlJEmVSqU13YyXlxdnzZpFW1tbAqClpSVHjhzJW7dufRbbOTMiNjaWxYsXTxM1OzQ0lEFBQaxbty7r1KmTR9Z9/Mg1Z+f5RCxESJIj9k+K+xkAZvynjVYn7z9tigJ4DcAaQGkAT1PU9QOwMcX9YQB2SU6hcPJkYs6cOZQkSePgBQUFEQBXrlyptf2ePXsIgB4eHjke+/jx49mKFpafUavVfP/+fZbbW1paEgBfvXql0zgtW7bU5LA7evQoAaQbDfVjY9KkSQSQbm6nlFy9epUAeOTIEU3Z4cOHqVAoCICnTp3Sp6l6Qzh5nw+LFy8mALq7u6cqT06nkNWImh4eHvT09NSHiblCZGQkjx8/zqFDh7JkyZKaqMOtW7fmypUr6eXllWVdCQkJvHjxIr/99lsWKFCAAPjzzz/r0frc58aNG1yyZIlOfX766SdKkkQfH580dWvWrCEAEY01m8g1Z4vtmoL8QBkAvinu3ySV/ZeekiR5SJJ0WJIkm+RCSZJsJEnySNKxlKR/Uv832nRKkuQIwI+ke0ZGSZI0UpKku5Ik3U255UWQPk+fPkXx4sXx6NEjANBsh6ldu7bW9nfv3oWZmRmqVauW47GPHz8OS0tLtGzZMse68pLo6GiMHDkSgYGBkCQJFhYWWeqnUqkQEREBANi0aZNOY86ePRskoVKp4OLigv79+2PZsmUZnqX8WGjTpg0AoFGjRpm2/euvv2BoaJjqTGfPnj0xdepUAECzZs30Y6RAIANxcXFYtWoVKlWqpIkMC2QvouaECRPQoUMHnSIv5jUpz5XZ2dmhW7duOHLkCFq3bo19+/YhODgYly5dwsSJE/HFF19kWa9CoUCbNm2wa9cuBAYGYtu2bZojCDdu3MDXX38NHx8f2T9PbnL8+HGsXbtWp7N5o0ePhkKhwK5du1KVh4WF4ezZszAyMsKWLVvkNlWgA8LJE+QHtEVC+G/kh1MAypOsDeACgJ2ahqRvUvkXAL6TJKlkejolSSoA4CcAP2dmFMlNJOuTrJ+VIBYC4MmTJwgNDcXevXsBAB4eHgAydvLq1KkDQ0PDHI2rUqlw6tQpdO7cGcbGxjnSldd4eHjgwIEDcHNz06lfREQEDA0NUalSJXTp0kWnvq1bt4aNjQ2KFy8OX19fLF++HKamphg6dGiag/UfG8mOb+XKlTNt+/fff6N58+Zpzt05OTmhbt26n2zgCcGnwf79+xEYGIiXL1/C2dlZU/7PP//A1dUVP/30U5YDXO3btw979+5NFbQlv5G44JHItGnTUKVKFc18tWhwjvOcAAAgAElEQVTRIly8eBHBwcHYv38/+vXrh8KFC+d4TAsLCwwZMgTVq1cHkOjQvH37FiVKlAAAnDt3Djdu3Ehl28fAzz//jCdPnuiUyqhs2bK4ceMGZs6cmarcysoKb9++hb29Pfbt2/fJnWX8mBBOniA/8AaJZ+SSKQvAP2UDkqEk45JuNwOo918lSSt4jwA0T9JZVovOSgAqAHCXJOllUrmbJEmlZPkknzFqtRrPnj3DiBEjMG3aNABA3759cerUqXQjPTZs2BA9e/bM8dg3btxAaGgounXrlmNdeU2jRo3g4+ODjh076tQvJCQEKpUK06dPh4ODg059FQoFBgwYgLdv38LS0hLW1tZYtWoVrl+/jj/++EMnXfkFkvj++++hVCqxbNkyVKpUKcP20dHRkCQp1ffu7e2N3r1749atWx/9CrHg04YkVqxYgdq1a+Ply5fo0aOHpi40NBR169bN0ipeVFQU1Go1SpUqlS9zQqpUKpw9exZjx46Fra2tZgWtdevWGD9+POLj4wEkRo5s06aNLFGbM8LR0RHu7u4wNzcHkOgsNW/eHJUrV8aCBQvw6tUrvY4vFxYWFjA3N0d8fDy8vb2z3K9Ro0ZpXtIqFAo4OTlhyZIliIiIwJEjR+Q2V5BV5NjzKURITgSAIQBvJDpfyYFXavynTekU190BOCVdlwVglnRdGMAzALWS7l0ANMK/gVc6ahn7JcSZPFnw8fEhAG7atCnXx54yZQpNTEz44cOHXB9bLvbs2cOjR49mu/+mTZv+n73zDovqevr497BU6QpWsCAoYo+9BwsWVCxEsRtrNCpqbNHEKMaoUWMvPzuWiNgQe41iRWwgoBRBpSko0uvuzvsHsC8rS79bwPt5nnme3XPnnJnV5e4958yZIQB0+/btUidWICKKiIggxhhNmDCBXr16RZmZmWRvb086OjoUHBxcZr+URUxMDJmZmdGuXbtK1U8kEkle37x5k0xMTAgAeXh4cO2iwgB/Jq/Sc+3aNUnSK1mUNFHI+PHjydbWVurvQFVISkoiW1tbAkBVqlShIUOGUEBAgLLdkiI5OZlcXV0lfgIgW1tbcnV1rRAJbAYMGEDW1talqlu7Z88eGjBgQIHvmFgspnr16lGPHj049rLyw9U9W+k3Yl54ISIAGJA7QXsDYFlumwuAwbmv1yBnl84XwH8ArHPb+wDwy233AzAt35htAfjnjrkdAJNhl5/kccTly5cJAM2fP59EIhEJhULaunVroROE5ORkmRnNykJ2dnaBRAMVCZFIRN27d6fevXuXOWvb6tWrJROSly9flmkMBwcHMjIyIsYYHT58mCIjI8nQ0JAmTJhQpvGUTXZ2Nt29e5eio6OL1S3socbFxYUA0OfPn7l2T2FwPckD0A9AEIBQAEtkXJ8IIA7Ai1yZku9aXQDXALwCEIicMHwAuJtPPxqAR2779wAS811bXhIfv7V7tr29PWlra9PkyZOl2u/evVvi+6yXlxcBoKVLl8rDxXLx6dMnateuHQkEAtq9e3eJMw4rk/DwcHJxcSELCwsCQHp6ejRx4kQKCwtTtmuFcvbsWQJAO3bsKHGf3bt3EwC6f/++VPvs2bPJwMCAAFTIhUJlwk/yeOFFgfKtPTCUhU2bNhEAMjU1JaL/L49w8OBBmfqzZ8+mmjVrfvOpqPNIS0ujL1++lLm/m5sb9enTh/bu3VuqjJz5yZuoGxsbk42NDYlEInr8+LEkW2pFITk5mTIzM0ksFpOBgQHNmjWrSP1Pnz6RkZERHTt2rMC1Hj16VPhU4FxO8lCOkje5124D6JP7Wg9AFRk6pwGMz339PYALpfXzW7pnBwcHEwDq0qULrVixQtIeGBhIAGj9+vXFjpGVlUXNmjWjevXqqVz5lOjoaGratClpaWmRp6enst0pNWKxmLy8vGjy5Mmkp6dHR44cUbZLhSIWi6l79+5kYmJS4t+R5ORkMjQ0pFGjRkm137p1i1avXk2MMVqyZIk83K208JM8XnhRoHxLDwxlZfr06WRsbEyxsbFERHTy5MkiUyhfunRJqo5TWdm+fTstXLiwQk4Wv3z5Qr/++itlZGSUa5wPHz6Qq6truXebRCIRGRsbS8KM8ocoJicnU2RkZLnGVxS///471alTh968eUMAaMuWLUXqHzhwgACQj4+PpO3OnTvUrFkzUldXp0WLFsnbZbnC8SSvzCVvANgAuFfM+PoAvgAwyH3PT/KKwdnZmTQ0NArsWE+cOJF0dHQoLi6u2DH27t1LAMoVMi4PwsLCyMLCgnR1denmzZvKdqfc5J84qepv1sOHD4ssfSSLuXPnkrq6usyoiUGDBlGtWrXKdIzgW4WrezafeIWHh4cTXr9+jSZNmkiSrPj5+UFNTU2Shexr+vfvj/nz55fbblBQEJ49ewbGZCVUVW2uXLmCjRs3wte3yGoexXL9+nVMmDABjx49QkRERPEdCkFNTQ2zZs0CAJibm2PNmjWSH4vvv/8eo0ePznsQV1mioqKwadMmtGvXDlFRUQCARo0aFdnn9OnTqFevHtq0kc7nJBAIIBQK0adPH7n5WwEpT8mbRgASGGNnGGPPGWPrGWNfp28cCuAmESXla+vEGPNljF1mjDXl7JNUApKTk7F//3707t0btWrVkrRHRETg2LFjmDJlCkxMTIocIzMzEy4uLujQoYNKJa8iIjg5OeHLly+4efOmpBxKRSavJM7ly5fRq1evUpUsUBQdO3ZE9+7dsWnTJmRnZ5eoz8yZMyEUCrF3716p9uzsbDRt2hQxMTG4fPmyPNzlKQouZoq88FLZ5VtaFS4rpqam1KxZM8lBeAcHB7K2tpap++nTJ/L19eVsZU8VkwSUlNIWLpfFtGnTiDFGlpaWZGNjU66xPnz4QOrq6tSzZ0/S1taWFA0+c+YM3blzp9y+yhsnJyfS0tKi0NBQ2r9/PwGgN2/eFKqfkJBAGhoaNG/evALXnJ2dSVtbu0Kc/ykKcLuT9wOAffnejwOw7SudagC0cl//BOBW7mtH5Jyvs0BOwq3TACZ/1fcygOH53hsA0Mt9PQBASBG+TQPwBMCTunXryvXfVFXYunWrZOf9+fPnkvZ58+aRQCCgt2/fFjvGtm3bCABdv35dnq6WiYCAAPLz81O2G5zj4eFB7dq1k0S+qBrnz58nAKUKLf3zzz/p3r17Um15xzb09PRoyJAhXLtZaeHqnq30h2deeKkIwk/yiiY+Pp4AkLq6Ot26dYuIiKysrMjR0VGmfl543OvXr8tltzQZwFSJAwcOcJoopnHjxgSAJk2aRBcvXiz3eMOGDSMNDQ36+++/ZV5X1SymN2/eJAD0xx9/EBHR4sWLSUNDo8jFhKNHjxIAqYeTjIwMyszMJBsbG7Kzs5O323KH40leseGaX+kLACTmvu4I4Ha+a+MA7Mj3vhqAzwC0ixjvLfhkWUSUs7hlZWVFbdu2pYMHD0rC/0QiEbVu3ZrGjRtX7BipqalUs2ZN6tGjh8qED3p5edHSpUtVxh95kbc4mZWVxVkSMq4QiURkY2NDLVq0KPf/w927d2nu3LmkoaFBnz594sjDyg0/yeOFFwXKt/DAUB7yYvjPnj0r+bFKTk6mmJgYmfozZ84kfX39cu/Aff/99zRx4sRyjaFoUlNTqW7dujR27FhOxvv48aNkJX/fvn2cjHnjxg0CQCNHjiSxWEyJiYmSa+vXrycLCwuV+7HOzMykJk2akIWFhSRRTEhISLGJGoKCgmjlypVS38WjR4+Srq5uiZNWqDocT/LKU/JGkKtvmvv+IICf8+n+BMD1q7FqIjczMoD2AN5DRqbkr+VbuGdfunSJANC///5b4JpQKCxRIqf169cTALp79648XCwTixcvJmtra0pISFC2K3InOzub7O3tadq0aSo3qc1bjL1y5UqJ+4SEhNCmTZsKtL948aLUWTu/Zbi6Z/Nn8nh4eMrN69evAQBNmzaFQJBzxEZPTw81a8quMf/kyRN89913UFMr+y0oLi4OXl5eqFu3bpnHUAZVqlTBw4cPsXv3bk7G8/HxkbxOTU1FXFxcucfs2bMnrKys8P79ezg6OkoVrO/WrRsiIyMxcuRICIXCctviii1btuDVq1fYunUrdHR0AACWlpYYNGhQkf0aNWqE5cuXS30XGzdujC5dugAA7Ozs5Od0BYSIhABmAbiKnDII7kQUwBhzYYwNzlWbwxgLYIz5ApiDnEQsICIRgAUAbjLGXiKnhmn+QzxOAI5/ZdIRgH/uWFsBOOU+BH3zbNmyBXp6ejA2Npa0ZWRkIC0tDQKBAEZGRsWOYWxsjPHjx6Nr167ydLVEpKamAgDWrFmDhw8fwtDQUMkeyR91dXW0bNkSe/bswbJly5TtjhSjR49G3759CxQ7LwoPDw/MmzcPgYGBUu33799HzZo1cfjwYa7d5CkKLmaKvPBS2eVbWBUuD4sXLyY1NTXavn07EeVkJly8eLHMldisrCzS0tKiX375pVw2885b5T+Hosp8+PCBduzYIZfV2i1btkh281xcXDgZc+PGjQSApkyZUmClP2+FV9Y5NmUQERFBurq6NHjwYEmbSCSigwcPFnke7+HDh3T16lWZO8qjR4+mGjVqqNzqelkAXwy90vHq1SsCQIaGhlJlE7Zs2UImJiYlqg2pSuzbt4/MzMwoPDxc2a4oHLFYTNOmTSMAtGHDBmW7Uy4+fvxIGhoaNH/+fKn2MWPGSI4VlPeYxrcAV/dspd+IeeGlIkhlf2AoL0OGDKEqVapICvH+9ttvJBAIZJYGeP78OQGg48ePl8vmoEGDqF69ehXmIXzFihWko6Mjl0K4a9asIQB0+vRpzn5AP336ROrq6gSAqlatSr1795a6PmfOHAJArq6unNgrDyNGjCBtbW2pf9t3794RAPrf//5XaD97e3uqU6eO1HmY6OhoCg0NJRMTE85CapUNP8mrfPz888+kqalJkZGRlJKSQkQ5C2h169alrl27Ftv/8+fPdODAAZVIa//PP/8QAOrbt6/K1ehTFEKhkH744Ycia8sqi4SEBDp37lyJ9R0dHcnExETq9z8jI4Oio6NJTU2Nli1bJg83KxX8JI8XXhQolf2BobxYW1vTsGHDJO+HDRtGjRs3lqmbV48pL2tjWUhOTiYtLS1ydnYu8xiKRiQS0cuXLzkdMyEhgRwdHWnYsGFkZGTE6dhEOT/WmpqatGzZsgK7eVlZWWRra0taWlrk7e3Nue3ScPXq1QKTuevXrxMASSKgr4mJiSGBQEC//vqrVHveAgUAcnNzk5vPioSf5FUuEhISqEqVKjR+/Hip9uPHjxOAEhUM37p1KzHGOL8nlQaxWEzLly8nAOTo6EiZmZlK80UVyMjIoD59+pBAIJCqUapslixZQgKBoMS7w5cvXyYA5O7uXuBa3759qW7duhU6I7Yi4Cd5vPCiQKnMDwzlJSsri9TV1aUelq2trWno0KEy9adPn06Ghobl2oE7deoUAaDbt2+XeQxFcejQoRIVIy4LeYkXOnbsSE2aNKF79+5Jko5wwePHjwkArVu3jqpXr04jR46Uuh4XF0f169en2rVrq1x42I4dOwhAoQXcN2zYIDN0KCwsjBwcHEggEJQocUVFgJ/kVS42b95MAMjCwoI+f/4sae/QoQNZWVmV6AFaLBbT48eP5elmkYhEInJ2diYA9OOPP6rEjqIqkJycTB06dCAtLS3677//lO0OEeUsiD19+rTE+kKhkBo3blwg9NTT05MMDAwIgMp8NlWFq3s2n3iFh4enXISFhUEoFOLmzZuIi4tDVlYWQkJCCi2C/uTJE7Rt27Zcxcs9PDxQrVo1SXIMVSUyMhIzZszAhg0b5DL+3bt3oa6ujrS0NGhqaqJr167lKob+Ne3atUPnzp2xefNmzJ07FwcPHpS6bmJignPnziEhIQHDhg1TeGHfv/76C0uWLIFIJCpwLSQkBFWqVEHt2rULXCMiHDp0CB07dkTjxo2lrjVo0ADh4eHo1q1biRJX8PAoEiLC7t270ahRI3Tv3h1Vq1YFADx//hze3t5wdnYuNqFVZmYmGGNo166dIlwugFAoxJQpU7BlyxbMnTsX+/btK1Vyj8qMnp4eLl68iIYNG2Lw4MHw9fVVtkuoWbMmvvvuuxLrCwQCBAQE4JdffpFqb9y4Mezs7KCrq8snYFEQ/CSPh4enXORl1oyOjoaenh6ioqJgYGAgc5KXmZkJPz8/tGnTpsz2srOzceHCBQwaNEjlHwzMzMzw8OFDuLi4yGV8Ly8vtGnTBoMHD8aYMWNw5coVzrONOjs7IyYmBvv27YO2tjaysrKQs9CYQ4sWLXD48GFERkbi06dPnNouCiJCTEwMIiMjJRld8xMcHAwrKyuZiwmxsbGIj4/HhAkTpNpv3ryJY8eOwc/PD/b29nLznYenrNy+fRuvX7/G0qVLpRZdWrVqhXv37hX4Tn9NVFQUzM3N4eHhIW9XZZKZmQknJyccPHgQf/zxB/75559yZVmujFSrVg3Xrl3DwIEDVSZ7tFAoxIQJE7B27doS6efdkz9//ixpa9SoEU6ePImRI0fi5MmTSEtLk4uvPPngYjuQF14qu1Tm0J/ysnbtWgIglUlTLBbLLO4qFArJ29u7XOfx8s5aleYguKIJDw+ny5cvy9VGWloaaWpq0sKFC+VqJysrS1IsOSwsjBo0aCDzrEVe8geRSEQfPnyQq095IalisZiysrJk6sTGxtKrV68KHUMoFBZIDNSrVy8yMzMjAEX2rWiAD9esNPzwww+kp6dX5lDiGTNmkIaGhtKyWB4+fJgA0D///KMU+xWR9PT0QmvOKhJ7e3syNTUt8ZGA2bNnk7m5eYFngdOnTxMAOnr0qDzcrBRwdc/ml094eHjKRXBwMGrUqCFV04gxJnN3RSAQoH379rC0tCyzvfbt2+PYsWPo3bt3mceQN7/99hvGjh2L5ORkudmIiYlB8+bN0bVrV2RmZuLJkyd4/Pgx53Y0NDQwd+5c3LlzBwkJCdDR0cGyZcuQnZ0tpaerqwsAWLFiBVq3bo2PHz9y7gsAHDt2DNbW1ggPDwdjDBoaGjL1TE1NYW1tXaBdJBJBJBJBIBBAS0tL6tr58+dhaWmJhg0bFgjj5OFRNjExMThz5gxSU1OxefNmSfsff/yB2bNnI+fZsHDCw8Oxb98+TJkyBfXr15ezt7IZO3YsHj58iHnz5inFfkXEyckJvXv3LnDPVTQLFy5EXFwcXF1dS6TfrVs3RERE4MaNG5K2lJQUjBkzBgYGBnzIpiLgYqbICy+VXSrrqjAXdO3alQwMDCSp9JcsWVLo7tLJkydVegeOK1JSUkp1UL083Lp1S5J8pXXr1nKx8fnzZ9LS0qJq1arRX3/9VWRpAn9/f1qxYoVcSlu4u7uTmpoa2draFplqPSoqilxcXGSWq3B3d6fatWtTUFBQgWupqamkra1Nc+bM4dRvZQN+J69SsGrVKgJABw4ckCQUSk5OJkNDQxoxYkSx/X/88UfS1tYuNBmRvIiNjSU7OzsKCAhQqN3Kwu3bt+nYsWPKdoPEYjG1b9+eGjZsKDNS52syMjKoWrVq5OjoKNXu6upKM2bMIDU1NZVL2KUqcHXPVvqNmBdeKoJUxgcGrqhevTrVrl2bjhw5QkRETZs2lSpKnZ/27duTnZ1dmW35+/vT+vXrVTbr4dmzZwsNH+SavAx6ISEhtHLlSrp//75cJ5aTJk0ixhi5u7tTly5dqHr16pSYmFhkH39/fzp9+jQn9s+dO0fq6urUpUsXSk5OLlL3woULBIAePHhQ4FrXrl3JwsKiwEPKb7/9RnPnzi2y7EJFhZ/kVXyEQiGZm5sXqFe5bds2AkAPHz4ssv/r169JTU2tQJFqRRAaGkoWFhZ07do1hduubHh7e8usP6soTp48SQDo1KlTJdKfN28eaWho0MePH6XaAwMDCQBt3rxZHm5WePhJHi+8KFAq2wMDVyQmJhIAWrNmDRHlnN/S0NCgJUuWyNTPysoq13mtzZs3k7q6ulTacFUhNjaWNDU1afXq1XK3lZ2dTTVq1KCtW7fK3VYeeT/Kf/zxB/n4+BAA2rJlS5F98or7DhgwgJ48eVImu1lZWbR//37S1NSk9u3bFzuxJPr/4spfl6548uQJAaBNmzZJtYtEImrdujU1btyYTE1NK106d36SV/E5d+4cAaAxY8ZQeno6EeV8by0tLalDhw7F9ndyciJdXd0CD9vyJCYmRrKj/63XwOOC9+/fk5aWFjk6OpZoJ00eCIVCatiwIbVv375E0Rr+/v4EoEA5BR8fHzI3N6eOHTvKy9UKDT/J44UXBUple2DgiqdPn0qt6r169YoA0OHDh+VmU95JPcqKWCymGzduyAwR5Jq8+nUnTpygt2/fUnR0NLm7u5croU1JcHBwICMjI7py5Qrdv3+/2HpcaWlptHbtWqpatSoBIAcHB/L19S2RraSkJNq4cSOZm5tLwlHj4+NL1Penn34iY2PjAg8h48aNIz09PakkQfl91dXVpalTp5bIRkWCn+RVfPr160e6urrUsGFDyd+dp6cnASA3N7ci+/r6+hIAWrp0qSJcJSIiPz8/qlmzJi1fvlxhNr8F8hawpk6dKpeQ+JKwc+dOAkB37twpkf6ZM2coKSlJqm3y5Mmkq6tLABTym1nR4Cd5vPCiQKlsDwxc4ebmJnkAJ/r/rFmydm0uXrxIs2fPlmRh5Ck7eYW8o6OjacCAAdSyZUtJ0XJ58vDhQwJAjDF68+YNEZHMCdPXJCYmkouLCxkaGhIA+uGHH+jBgwf07t07meGtYrGYrK2tCQD16NGDLly4UKICz3n06tWrwO7Ghw8fSENDQ+Z5O7FYLHlgvnLlSontVBT4SV7FJjQ0VLKLnn8nOyQkhBYsWFDszvOQIUPI0NCwxIsk5eXRo0dkbGxMtWvX5s/hyYFly5YRAPr111+VYj8tLY1MTExo4MCBZR4jKiqK/Pz8CAD99ddfHHpXOeAnebzwokCpTA8MXJKXCGD8+PFElDPJa968ucyJnLOzM+nq6pbqYT0/W7dupWHDhinszFtpuHTpEq1evVoSRiVvHBwcyNLSkoiImjdvToMGDaKXL18q5BB7586dqWrVqpSenk7e3t5kYGBA169fL1Hf+Ph4+u2330hPT48AEADJOcKDBw9S7dq1JeFkZ8+eJW9v7zL5aGlpSePGjZNqE4vFdP369QKp4yMiIqhu3brUu3dvMjY2VsnvV3nhJ3kVm4ULF5KamlqZEqZkZGRQv379yMXFRQ6eFeTp06ekq6tLFhYW/A6NnBCLxTR9+nSZYZCKYuXKlaShoUFRUVEl0t+7dy+tWrWqQHvnzp2pefPmXLtX4eEnebzwokCpTA8MXDJ+/HiqU6dOiXR79epF7dq1K7Otjh07kqr+PyxYsEBmMg95IBKJqGrVqjRp0iQiIjIyMqKff/5Z7nbzuHLlCgGg/fv3U3p6OllYWFDjxo1LNcGNi4ujU6dO0f79+yW7C7du3aLJkycXmTWzpIhEogLhQYURGBhIAwYMIH19fZowYUK5basi/CSv4pKenk5Vq1YlHR0dSQZjIqJdu3bRo0ePSjxOWRfXSkNmZiY1b96cateuXeKHf56yIRQKJWeeDxw4oHD78fHx9Pbt2xLr54Vn5k+a9eTJE2rWrBkBIH9/f3m4WWHh6p7N18nj4eEpMyEhIbCysiqRrr+/P5o1a1YmOzExMXj06BGGDh1apv7yZv369Xj+/LnM2oBck5mZCWdnZ4wcORIpKSlISEiArq4ujh8/jqSkJLnbt7OzQ+vWrbF06VKsXbsWO3fuRFBQENasWVPiMUxMTDB8+HBMmjQJxsbGAABbW1vs27cPVapUKbePampq0NfXl7zfv38/fvnlF2RlZRXQbdKkCWbNmoXk5GQMHz683LZ5eLjk1KlTiI+PR5cuXST32ri4ODg7OxdbZywwMBBv374FkPM3IW/WrVuHly9fYteuXahdu7bc7X3LCAQCHDlyBH369MGUKVPg4eGhUPvGxsaoV68eAEAsFherP2HCBKSmpkr5yRjDly9fwBjD8ePH5ebrNw0XM0VeeKnsUllWhbnGyMiIqlSpQlevXiWRSEQNGjSQmXExNjaWANDGjRvLZGfv3r0EgF6+fFlelzlHmeF9eRkvp0yZQgDo3bt3CrF74sQJAkAtW7YkkUhEY8aMIQ0NDZU4f3Pnzh2aOnUqxcbGElFO7btatWpRt27dCiQqiI2NpS9fvtCoUaOoatWqlTYDIPidvApL9+7dpZKtEBGtXbuWABT792ZnZ0d169ZVSISBv78/aWhokJOTk9xt8fw/ycnJ1KFDB9LV1ZXc8xSFUCikAQMG0KJFi4rVFYlEVK9ePerbt6+kTSwWk0gkoj59+pCFhYXSEsmoIlzds/mdPB4enjKRkJCAhIQE2NjYwMzMDFFRUQgPD4eGhkYB3YCAAAAo807egwcPYGJigqZNm5bLZ66Jj4+HmZkZ/v33X4XZ9PX1lezYRUREAACGDx+OwMBAha2eDx8+HBYWFlBXVwdjDP/88w8MDAxw4cIFhdgvivv372Pv3r3Q0dEBAOzcuRMxMTFYvXo1GGNSuuvXr4e5uTnOnDmDkSNHQlNTUxku8/DIJDg4GF5eXnB0dJTsxIlEIuzatQu2trawsbEpsv/+/fvh6uoq9wgDkUiEyZMnw8DAAFu3bpWrLR5p9PT0cPHiRZw5cwampqYKtS0QCGBhYYE6deoUq6umpoYxY8bg+vXr+PDhA4CcnTw1NTU4OTkhLCwMPj4+8nb5m4Of5PHw8JSJkJAQAMBvv/0GGxsbBAUFAQAaN25cQNff3x9A2Sd5jx49QocOHQo8pCub9PR09O/fX2GTTyKCvb09pk+fDgCIjIwEkPNv3qRJE6irqyvED4FAgMWLF+Pp06c4d+4cAODVq1dYtK9meGQAACAASURBVGiRQuwXRXBwMGrVqgU9PT0kJSVhzZo16Nu3L7p161ZAd/To0Rg2bBgyMzMxfvx4JXjLw1M4+/btA2MM27ZtQ1paGgDg8uXLePfuHWbOnFlsfzMzM3z//fdy9jJnsUtNTQ1bt25V+ESDB6hWrRrs7OwAAOfPn8e7d+8UZnvbtm2YM2dOiXTHjRuH7t2749OnT5K2pKQkrF27FgKBgA/ZlAP8JI+Hh6dMBAcHA4DknEje+8ImecbGxqhVq1ap7SQmJuL169fo0KFDObyVD3Xq1MGhQ4fQsmVLhdgLDw9HVFQUunfvDiBnJ48xhpcvX8LT01MhPuQxYcIEmJmZYcSIEVi8eLHk4e7p06eS74IyCAkJQaNGjQAAmzZtQnx8PP7880+Zuq1atcL79+9hZWWlkt8vnm+XrKwsuLq6onfv3jh8+LDkrOrnz5/RsmVLODg4FNo3JCQEdnZ2eP36tUJ8NTU1xb179zBq1CiF2OORTWpqKsaMGYO///5boXaFQiFOnjyJ7OzsIvWsra3x33//SS32GhgYoGfPnmjXrh1OnDgBkUgkb3e/KfhJHg8PT5nI28lbvHgxACAoKAh6enoyQwb9/f3RtGnTMu3E+fj4gIhU7iE8ICBAktRAUdy9excAJLtSERERqFGjBrZt24a1a9cq1BctLS0sX74c2dnZaNWqFQAgIyMDAwcOxOjRo2UmOVEEwcHBkoWHESNGYMOGDWjbtm0Bvf379+P27du4ffs2xo4dq3K7xDzfNhcuXEBsbCycnZ2lEgJNmDABz58/lxkWn8emTZtw584dGBkZydVHsViMVatWITY2FmpqavzfkJLR1dXFxYsXsWHDBoXavXr1KkaMGIFLly6VSD82NhaxsbGS97t378b8+fMRExMDLy8vebn5TcJP8nh4eMpESEgIjI2NMXDgQABA06ZN8eOPP8r8oScitG7dukx2vL29AQDt27cvu7NyYMGCBejevXuJMotxhZeXF6pWrSo5izNu3Dj8/fffOHXqFE6dOqUwP/KYOHEiLCwscOjQIYjFYmhra2Pnzp14+vQpli9frnB/0tPToa+vD2trawA5mTN/+eWXAnoJCQmYNWsW/vjjDwDA2LFjFeonD09x7Nu3D/r6+qhevbqkLSgoCGKxuMjJVFxcHA4ePIhx48ahZs2acvXR19cXf/75p0qcxeXJoVu3btDR0UFWVhZy8nfIn759+6JWrVrYv39/sbqJiYmoW7cuNm/eLNXes2dP6OjowM3NTV5ufptwkb2FF14qu1SWTG1c0q5dO+rdu3eJ9cuaOevkyZM0Y8aMMvWVJ+/fv6dbt24p1KaVlRUNHjxYoTaL4/DhwwSABg0aRHfv3iUioqlTpxJjjG7evKkUn65du0aDBg2iuLi4QnUiIyPJ3NycbG1tFeiZcgCfXbNC8e7dOwJAmpqakmzFaWlpZGxsTDNnziyy78qVK0uUeZMr3rx5w2dFVDGCg4Opfv36dP78eYXZXLJkCampqZWoPmK/fv2obt26Uhlje/XqRYaGhmRqakrZ2dnydLVCwNU9m9/J4+HhKTVEhODgYFhYWADIya6WkZFRZJ+yhvI4Ojpi586dZeorT8zNzWFra6tQmydOnJDsPhERvLy88OHDB2zYsAHPnz9XqC95jB49Go0aNcLly5dx7949ADnhYo0bN8bIkSMRFRWlUH9SU1Mxffp0SfhwYfj5+SEiIgI//fSTAr3j4SmegwcPgjGGZ8+eYfLkyQBy/va/fPmCH374odB+6enp2L59O+zt7YvNvFkeiAgPHjwAAFhYWPBhmipG/fr1oampiUWLFkEoFCrE5qRJkyAWi+Hq6lqs7rhx4/D+/XvJ8QMAWLp0KebOnYu4uDipdp5ywsVMkRdeKrtU5FVheRAXF0cAiDFGz549I19fX2KMkYeHRwHdPXv2UM+ePSk9Pb3UdlJSUorcjVEGSUlJ9OOPP9KrV6+U6seXL18IgGTlfvPmzUrzxd3dnQDQ4cOHJW1BQUH0xx9/SK3Wyptt27ZRgwYNCADduXNHps6hQ4do+PDh1L9/f6pevXqlrY2XH/A7eRUGoVBIdevWpT59+ki1t23blmxsbIrcNfvf//5HAOi///6Tq49Hjx4lAArdKeIpHWfOnCEAtGfPHoXZ7NGjR4GajrJISUkhXV1dmjJlilR7amoqValSRSUjdxQNV/dsfiePh4en1OQlXXFycoKFhQWCgoJARKhbt24BXYFAAE1NTWhra5fazvnz52FqaoqXL1+W22eu8PX1xenTp5GQkKBQu+7u7vDw8JC819HRwY0bNzB27FgkJiZKVvyVwfDhw9GqVSv8/vvvCAgIQEZGBho1aoQVK1ZATU0NHz9+VEjWNA8PD4SHh2P69OmSDKRfk5KSgujoaFy5cgWTJ0/ma+PxqBQ3btzA+/fvER0dLUk17+PjgydPnmDmzJmF7pqJxWJs3LgRbdq0QY8ePeTmX14ymE6dOqF///5ys8NTPoYMGYIuXbpg+fLlSElJUYjNKVOm4M2bN8UmT9HV1cXw4cNx6tQpqYyccXFxsLa2xpkzZ/gsm1zBxUyRF14qu1TUVWF54erqSgAoKCiIiIhWrVpFACglJYVTO8HBwbRu3TrKysridNzykpKSovBzKC1atCiwuq9K3Lp1iwCQQCCgP//8U9IeExNDNWrUoFmzZsn130wsFlOVKlVIV1eXEhISitTNOz8SFhYmN39UCfA7eRUGR0dH0tPTo169ekn+XpydnUlPT48SExML7Xfu3DkCQMePH5erfyNGjCBNTU2FnfnjKTsPHjwgALRixQqF2EtLSyNDQ0MaM2ZMsbqhoaH07t07qbZt27YRAAJAt2/flpebFQKu7tlKvxHzwktFkIr6wCAvfv/9d2KMUWpqKhERjR07lszMzAroicVihYbryZuMjAyl2I2PjyfGGLm4uEja/Pz86NSpU+Tj40Pr1q2j+Ph4pfiWn6FDh5Kmpia9ePFC0iYWi2n+/PkEgJydneU20ROLxaSrq0vjxo0r9PqLFy8oOTmZjIyMyNHRUS5+qCL8JK9i8PHjR9LQ0KD58+dLtWdnZ5Ovr2+RffOSWcgzacXZs2cJAK1atUpuNni4xdHRkXR1dSkmJkYh9mbOnEna2tpl+j368uULBQQEkLa2Ns2aNUsO3lUcuLpn8+GaPDw8pebNmzcQCASYOnUqgJzU3rKKoIeHh8PQ0BDnzp0rtY2srCycP38eX758Kbe/XOHk5FRk4gN5cf/+fRCRVAiiu7s7RowYAW9vbyxevBiZmZkK9+tr1q9fDwCS9NhEBMYYNmzYAGdnZ2zZsgXz589Hzm8YN4hEIuzZsweRkZFITU1Fu3btZOrduXMHrVq1wpw5c5CQkIAFCxZw5gMPDxccPnwY2dnZmDRpklS7uro6WrRoUWRfNzc3nDlzBurq6nLx7cuXL5gxYwZatmwpqY3Ko/qsWbMGWVlZWLFihULsTZkyBdbW1oiMjCxW98WLF3BwcJCEJRsZGcHGxgYDBgzA6dOnFVqeqLLCT/J4eHhKTVhYGBo1aoQff/wRQE5mLVlnwvz9/ZGSklKmek2+vr4YPHgwbty4UW5/uaJbt27o2rWrwu16eXlBU1NTqlZgREQEateujZ9//hkpKSlS9bSURcOGDTF37lwcOnQI33//PY4ePQogJ7Pqpk2bMGfOHGzevBl79+7lxF56ejp++OEHTJ8+HR4eHujRo0ehD8Pt27fHhg0bcOPGDXTt2hUdOnTgxIdvFcZYP8ZYEGMslDG2RMb1iYyxOMbYi1yZku9aXcbYNcbYK8ZYIGOsfm773Xz60Ywxj9x2xhjbmmvLjzH2naI+p6IgIuzfvx8aGhrYsmULgJxzdt26dcOhQ4eK7W9oaIg2bdrIzb9ffvkFcXFxOHDgQJGF2HlUC0tLS8yYMQP79u3Dq1ev5G6vdevWeP78OZo3b16sLmMMnp6ecHd3l7S9f/8e8fHxiImJkWRw5SkHXGwH8sJLZZeKGPojT0xNTWnq1KnF6q1evZoAUFJSUqlt5MXnfx23/y0yaNAg6tKli1Rbz549qVOnTkryqHASExPJ1NSUDAwMaMeOHVLXxGIxbd68mZKTkyXvy8rnz5+pc+fOxBijrVu3lqiPm5sbAaBz586V2W5FBByHawIQAHgDwAKAJgBfADZf6UwEsL2Q/rcB9Ml9rQegigyd0wDG574eAOAyAAagIwDv4nysaPfsR48eEQCaPHky3bt3j4iIrl+/TgDo2LFjhfYLCwujVq1akY+Pj9x8u3r1KgGgJUuWyM0Gj/yIi4uj9u3b0/379xVmMzExkT58+FCkjlgspmbNmkn9jn38+JGMjIxIXV2d5syZI283VRau7tn8Th4PD0+pSE5ORlxcHIyNjSEWixEfH4/w8HCZoRX+/v6oX78+9PX1S23H29sbNWvWhLm5ORdul4v09HRcvXpVaeEj586dw+XLl6XaIiIiYG5ujoMHD3K2M8YFBgYG2LRpE5KSkvIe1iUwxuDs7Aw9PT2kpqbC1tYWR44cKfW/q5+fH7p06YInT57gxIkTmD17dqG6IpEIEyZMwO3bt/Hnn3/C2toaAwcOLNNn45HQHkAoEYURURYANwAOJenIGLMBoE5E1wGAiFKIKO0rHX0APQHkpZN1AJBXn+MRACPGWC2OPotKcOjQIejo6OCff/5Bly5dAAB79+5F1apVMWzYsEL7xcbGQk1NrUzREiXl77//RuPGjSU1OnkqFiYmJvD29kbnzp0VYi8zMxMWFhZwcXEpUo8xhtGjR+Phw4d49+4dAKB69eqIi4uDvb09H7LJAfwkj4eHp1SEhYUByPnh//TpE06fPg0LCwu8f/++gK6/vz+aNWtWJjve3t7o0KGDShTaPXXqFPr164f79+8rxT5jTGqiTESSSZ6bmxuOHTumFL8KY/To0bCzs8Ovv/4Kd3d3nDx5soDOly9fkJqaivHjx6N169a4dOlSgUlhYWhoaCA9PR3Xrl2TnJEcM2YMHBwKzjMiIiJw584dnD59Gv7+/pKyDjzlog6AiHzvI3PbvmZ4bnjlKcZY3mpNIwAJjLEzjLHnjLH1jDHBV/2GArhJREmltFchycjIwLFjx9CqVSsIBDn/FHFxcTh79izGjRtXZPmZDh064OnTpzAzM5Obf56enjh//nyZyuDwqA4pKSnYuXOn3CdOWlpaWLduneQ4R1GMGDECQM5vbB7q6ur44YcfEBUVhUePHsnNz28B/peOh4enVORN8n7//XeYmpoiKCgIWlpaBWrkZWdn4/Xr12jatGmpbcTHxyMkJAQdO3bkxOfyMnLkSJw9e1Yp5/G2bduG8ePHS/0wf/78GRkZGTA3N8fVq1dV6twikDMp3bVrF7Kzs/Hzzz/j77//LvBgYWZmBm9vbxw/fhypqamwt7dH/fr1ERsbCwAIDQ2Fj48PHj58iPXr16NXr14YO3YsAKBJkyYIDQ2Vqgfm6+sr05f69evD398fV65cQfPmzZWSOKcSImvl5esZ+nkA9YmoBYAbAFxz29UBdAOwAEA75IR8Tvyq7ygAx0tpD4yxaYyxJ4yxJ3FxccV9BpXh3LlzSE5OxsOHDyWLZXlJWKZMmVJov8ePHyMpKanQ6+UlJCQEaWlpqFKlCqysrORmh0cxnDt3Dj///LNCzrpNnjwZbdu2LVavYcOGGDVqFKpWrSppy8rKwq5duyAQCKQmfzylh5/k8fDwlIo3b94AAObPnw/GGIKDg2FlZVVgdyQ0NBTZ2dll2sl7/PgxAKhMcgxNTU0MGTJEKbuKZ8+eRUBAgNS/b17msrzVe3ll1CsPFhYWWLVqFT59+oSpU6fK3D1TU1ODk5MTAgMDcfDgQfTp0wempqYAgKVLl6J9+/bo3LkzFi1ahNjYWNSqVUtSPDf/ZxaLxQgNDUWjRo2kxv/vv/8gEong5uaG0NBQrFq1it/F44ZIAPnjqM0AROdXIKLPRJSX8nUvgDb5+j7PDfUUIickU5JIhTFWDTnhoBdLYy/X5h4iaktEbfO+RxWBQ4cOwczMDE+ePEGTJk0AAJ06dcLSpUsLvX9mZmbCwcEBEyZMkItPIpEIgwcPlrk7zlMxcXJywtOnTxW2WPnixQtJxuWi+Pfff6V2/TQ1NWFpaYmmTZvi1KlTJY7w4JEBFwf7eOGlsktFO8QvT2bMmEH6+voUGxtLRETW1tY0dOjQAnru7u4EgJ4/f15qGytWrCDGWJkStnDN8uXL6d9//1WK7czMTNLW1iZnZ2epdk9PTwJA9+/fp9mzZ9OdO3eU4l9xCIVC6t69O+nr61NISAidPn26xH2fPXtG58+fp/Pnz1NkZGSRum/fviUA9L///U/S9uLFCwJAf/31F5mamlLnzp0VXsBeVQD3iVfUAYQBaID/T7zS9CudWvleDwXwKPe1IFffNPf9QQA/59P9CYDrV2PZQzrxyuPifKwo9+zIyEhSU1Oj3377rVT9Dh48SADo2rVrcvKM6NatW998UerKSmJiotxt5CVeCwkJKVY3PT29gF7ed/zJkyfyclFl4eqezS9p8vDwlIqQkBCkpKRg06ZNEIlECAsLg6WlZQE9f39/qKmpwdrautQ2Hj16hKZNm5YpYQuXCIVCXLx4UbKzqGiePn2KjIwMqfp4QM45MwDQ19fHkSNHEBgYqAz3ikUgEODw4cMAgH79+mH48OElPmPRunVrDBw4EAMHDkSdOkUfvwoODgYAqZ28Fi1a4MSJE4iMjMSnT5+wfft2lTjfWRmgnB24WQCuAngFwJ2IAhhjLoyxwblqcxhjAYwxXwBzkBuSSUQi5IRq3mSMvUTOxC1/5iAnSIdqAsAl5EwqQ3N1Z8rlgymBo0ePQiwWIyMjQ9J2/PhxvH79utA+RIQNGzagRYsW6N27N+c+5e2W29raSoVE81QOduzYAUtLS7nXoJ04cSLU1NRw4MCBYnX79+8PJycnqbYBAwaAMQYPD49CevEUCxczRV54qexSUVaFFUHDhg2pR48eFBgYSFlZWXTixAl69uxZAT1PT09avHhxqccXi8VUtWpVmjx5MhfulhuxWEzp6elKsb127VoCQB8/fpRq//z5M92/f59EIhERla8UgSI4fPgwASAnJye5jP/48WMaM2YMffjwgcRiMX3+/JmIiHx9fUkgENBPP/0kF7sVBXC8k1cRpCLcs8ViMVlbW5OJiQmNHz+eiIji4+NJW1u7yO/s5cuXCQC5urpy7lNWVha1adOG1qxZw/nYPKqBr68vMcZowYIFcrc1cOBAqlWrFmVnZxept2HDBgJAoaGhkrYBAwaQvr4+NW3aVN5uqhxc3bOVfiPmhZeKIBXhgUERZGdnk7q6Ov36669ytRMTE6P0+njZ2dmUlZWlVB927dpFDg4OSvWBKyZPnkwA6OLFixQSEkKvXr2Si539+/eTiYkJ+fn5UatWrah69er06dMnudiqKPCTPNXk4cOHBID2799PQqGQiIi2b99OAOjp06eF9uvVqxfVrl2bMjMzOffpzz//JAB09uxZzsfmUR0mTpxImpqaFB4eLlc7Hh4eBIA8PT2L1MsLuc+/uHDmzBkaN24cAaDg4GC5+qlq8JM8XnhRoFSEBwZFEB4eTgBo4cKFJBKJ6NWrV3Tnzh3JA0oeWVlZ9PbtW5XfYSoKNzc3qlWrltTKoqpw5MgRunbtGnl5edHMmTMlO1eqTFpaGrVs2ZIMDQ3JysqKWrduzdn3IykpSTJWcHAw/fTTT7R06dJvsvC5LPhJnmoyffp00tHRkZw9FovF1LJlS/ruu+8K7fPs2TMCQOvWrePcn8DAQNLU1KQRI0ZwPjaPahEREUHa2to0evRoudrJysqiGjVq0ODBg4vV7dixI7Vu3VqqLe+ZY/369fJyUSXh6p7Nn8nj4eEpMXmZNbds2QLGGPbt24e+ffsWOOuUVwT99OnTpbZx4MAB7NixgxN/y4O5uTn69euHBg0aKMV+RkYGRCKRzGvLly/HoUOH8ObNG7i5uVWIs2Y6Ojo4e/YsNDU1kZGRgZ07d3Lm93fffScpjWBlZYXRo0dj3bp1mDBhAgYPHlxMbx4exZOeno5///0XQqEQV65cAQA8efIEvr6+mDp1aqH9Nm7cCD09PUybNo1Tf0QiESZPngx9fX1s27aN07F5VA8zMzPMmzcP//77L54+fSo3OxoaGpg4cSIuXryImJiYInVHjBiB58+fIzQ0VNJmYGCAhg0b4uzZs3LzsVLDxUyRF14qu1SEVWFFsGfPHgJA7u7uRETk4OBAzZo1K6D34cMH2rVrF0VFRZXaxtChQ+n7778vt68VnS1btpCBgQHFxcUVuJaSklJhQxAfPHhAWlpa1KlTJ0pOTqZ//vmHLl26VObxsrKySE1NjTQ1NWnbtm0UGRlJNWrUoEaNGlFCQgKHnldcwO/kqRzHjx8nADRw4EBJKNqBAweoWrVqhWY+fP/+Pamrq9O8efM492fz5s0EgI4ePcr52DyqSUJCApmYmJCtra1co26CgoIKhGLKIjY2lh4/fizly9KlS0lNTY0AUExMjNx8VDW4umcr/UbMCy8VQVT9gUFRLF68mDQ0NCThmTY2NjRkyBDO7WRkZHA+Zmm4cuUKxcfHK9UHR0dHqlevnlJ9kBenT58mgUBAXbt2pRYtWtCPP/5Y5rHyHiAGDBhAgYGB9N1335Guri4FBARw6HHFhp/kqR59+/alevXqSZIn5VHUvS8gIID69OlDb9++5dSXN2/eUJUqVcje3r5Ch9jzlJ5t27YRALpw4YJc7XTv3p0sLS1L/f16+/YtHTt2jADQnj175OSd6sHVPZsP1+Th4Skxb968QdWqVfH27VuIxWK8efNGZvmEu3fvSoVclBYtLa3yuFkuEhMTMWTIECxbtkxpPhARvLy80K1btwLX3rx5gwULFiAsLAxr1qzBmjVrlOBh+Rg2bBgOHz6M+/fvQ1dXFytXrgQABAQE4OLFi8j5jSuaiIgIjB07Fj4+PgCARYsWYcaMGfDz84O7uztsbGzk+hl4eMpKdHQ0rl27Bnt7e6ip5TyGJSUlASj63mdjY4Nr166hXr16nPlCRJg2bRoEAgF2795dIUK/ebhj2rRpsLS0xKJFiyAUCuVmZ+7cuRg+fLhUqRBZvHv3DtOnT5eUxalXrx5GjRoFCwsLPmSzDPCTPB6lwxjrxxgLYoyFMsaWyLg+kTEWxxh7kStTctvrMcae5rYFMMZ+ytenDWPsZe6YW1nuLxdjbD1j7DVjzI8xdpYxZqS4T1rxCQ4OxsePH+Hp6YmoqChkZmbKnOSNHTsWf/zxR6nHP3ToEIYOHVrsD4E8MTQ0xMOHD7Fw4UKl+RASEoLY2NgC9fEAwM/PDxs3bkRCQgL8/Pzg6+urBA/Lz+jRo3H8+HE8e/YMtra2CAoKwpYtWzB27FgkJycDyJlw55/wJSUl4dOnTwCAtLQ0eHp64vbt2wCAZcuWwcvLC4cPH8aAAQMU/nl4eEqKm5sbiAj79++XfNft7OwwduzYQvs8ffpUUh+TSw4dOoSbN29i/fr1MDMz43x8HtVGU1MTf//9Nzp37oz09HS52Rk6dCjWrl0LHR2dIvXU1dWxd+9enDhxQtL29u1bmJqa4saNG5LFEJ4SwsV2IC+8lFUACAC8AWABQBOALwCbr3QmAtguo68mAK3c13oA3gKonfv+MYBOyCm0exlA/9x2OwDqua/XAVhXEj9VPfRHURgaGtKoUaPow4cPlJGRQQ8ePKDo6GgpncTERAJAq1evLvX4Tk5OZG5uzpW7FZa9e/cSAHr9+nWBa1u2bCEAFBsbqwTPuOfBgwdkampK+vr6tGfPHqnU8e3bt6dhw4YRUU7mQVNTU5o0aZLkelJSEh04cIBMTExIQ0ODP09UCODDNVWKVq1aUatWrcjDw4OIcsIwAdDGjRsL7dO+fXtq2bIl5758/PiRXFxcCoSN8vBwjVAopMuXL9OXL1+K1OvWrZvUWf+bN29KzuWdOHFC3m6qBFzds/mdPB5l0x5AKBGFEVEWADcADiXpSERZRJSZ+1YLuTvTjLFaAAyI6GHuH8thAENy+1wjoryYhEcA+KXLEhIfH4/ExES0bdsWNWrUgJaWFjp16oRatWpJ6QUGBgIAmjZtWmob3t7e6NChAyf+loWrV69i/vz5Sl8tbNeuHVauXIlGjRoVuBYREQEtLS2YmJgowTPu6dSpE3x8fNC6dWtMmzYN8+fPx5MnTwAAkydPxogRIwAAjDFs2rQJ48ePBwCkpKRgw4YNmDZtGjQ0NHD16lWMGTNGaZ+Dh6ck+Pv748WLF5g0aRIcHHJ+6lxdXaGurl7kTp6bmxt27drFmR9EBLFYjOrVq+P333+XhI3yfLs8fvwYR48eldv4vr6+6N+/v9QunSxGjBgBf39/ybNE9+7dER0dDVNTUz5ks5Twf9U8yqYOgPwxKJG5bV8zPDfE8hRjzDyvkTFmzhjzyx1jHRFF5/aPLMGYk5CzyycTxtg0xtgTxtiTuLi4kn+iSkpYWBgAIDIyEkSEGzdu4OTJkwX0goKCAABNmjQp1fixsbEIDw9X6iTvxYsX8PDwQJUqVZTmAwC0bNkSy5cvl3k+JiIiAmZmZkhPT8eQIUMk6dcrMvXq1cN///2HnTt3IjAwEO3atUPPnj2RnZ2NFi1aICMjA9nZ2bCzs0N6ejrmzp0LMzMzuLi4oG/fvnj06BFsbW2V/TF4eIrl2LFjYIzB3DznZ0woFOLIkSMYMGAAqlevXmi/Bg0aoFOnTpz5ceLECXTt2hWxsbGcjclTsfn777+xYsUKuZ3Na926NS5duoQff/yxSL3hw4eDMQZ3d3cAOSGcNWrUwODBg3Hx4kVkZmYW2Z/n/+EneTzKRtYp76+zLpwHUJ+IWgC4AcBVokgUkdtuCWACY6xGVJUm2wAAIABJREFUScZkjC0DIARwrDDHiGgPEbUlorampqYl+jCVmbwaeYcOHQJjDDt37pR57i4kJAQCgaDU9eW8vb0BQKmTvMWLF+PVq1dQV1dXmg+fP3/GrVu3Cj2XGBERAXNzcyQlJSEsLAyJiYkK9lA+qKmpYcaMGQgNDcWaNWsQERGBWbNmwcbGBjo6OtDU1ET16tXRv39/7NixA/369cPNmzdx8eJFHDlyRNnu8/AUi1gsxtGjR6GhoYE7d+4AAK5fv46YmBhMnDhRZp/ExEQ4OjrixYsXnPqirq4OIyMjVKtWjdNxeSou27dvx/Pnz+X2+8cYQ//+/aGpqVmkXq1atTBixAgpvaioKAQFBSE5ORn//fefXPyrjCjvSYaHJ4dIAOb53psBiM6vQESf873di5yzdPhKJ5oxFgCgG4D7kA7DlBqTMTYBwEAAvXLDOXlKQHh4OADAy8sLABAaGioz6UpwcDAaNGgADQ2NUo3v7e0NgUCANm3alN/ZMpCamgpdXV2lZvYEIAk7fPbsGVq3bl3gekREBL7//nvUrFkTfn5+SvBQvhgYGGDJkiVYsmQJQkNDce/ePURFRUEsFsPQ0BA2Njbo1KkTdHV1JUlnrKyslOw1D0/xeHl5ITIyEq6urhg4cCAAoGvXrjh06BDs7e1l9jl27BhOnz6NxYsXc+qLo6MjHB0dOR2Tp2JTs2ZNADm7y4mJiXJbANiwYQMyMjLw22+/Farj5uYm9d7IyAgRERHQ1NTE+fPn0a9fP7n4VtngJ3k8ysYHgBVjrAGAKABOAEbnV2CM1SKimNy3gwG8ym03A/CZiNIZY8YAugD4h4hiGGPJjLGOALwBjAewLbdPPwCLAfQgojT5f7zKw9u3b2FiYoJmzZpBLBYjNDQUvXv3LqAXHBws8yxZcXh7e6N58+ZKCZVMSkpC/fr18eeff2LmzJkKt58fLy8vGBgYoEWLFgWuiUQiREdHS0K9KjuWlpYyFxLyCAkJAYAyfd94eBTN0aNHoaenB0dHR8l9Tl9fHxMmTJCpT0TYvXs3vvvuO7Rt25YTH3x8fODt7Y0pU6ZAW1ubkzF5Kg9EhC5duqBmzZo4d+6cXGw8f/4cly5dwqJFi4rc1SMixMXFoXr16tDV1UV4eDiGDh2K8+fPY/v27Xy5jxLAh2vyKJXcJCizAFxFzuTNnYgCGGMujLHBuWpzcksk+AKYg5xsmwDQBIB3bvsdABuI6GXutRkA9gEIRU72zryzd9sB6AO4nlt6Ybd8P2HlISwsDFpaWvDz80NMTAzS09ML7KCIxWKEhISU+qFbLBbj8ePHSgvVzM7OxqRJk5QaKprH3bt30aVLFwgEggLXYmJiIBKJYG5ujvPnz2PQoEGIj49XgpeqQV4tpaImgjw8qkBGRgZOnDgBHR0dvH79GgBw+vRpbNmyBSKRSGafR48e4eXLl5g+fTpnD7QrV67EypUrC7XJ823DGIODgwM8PT0lUTtcM2rUKCQkJODGjRtF6g0aNEiSnCjPt0GDBiEiIgIvX74soidPHvwkj0fpENElImpERA2JaHVu23Ii8sx9/SsRNSWilkRkS0Svc9uvE1GL3PYWRLQn35hPiKhZ7piz8sIyiciSiMyJqFWu/CTLJ56CvHnzBlFRUfDx8ZHsoHz9cB0dHY20tLRST/Jev36NpKQkpU2yqlWrhg0bNigtVDSPT58+ITAwUGZ9PAD48OED1NTUYG5ujtTUVERGRn7Tq/HBwcGoXbs29PT0lO0KD0+RXLhwASkpKdDT05Nkxl23bh0OHjwoc0EHAHbv3g19fX2MGjWKEx9evHiBixcvYu7cudDV1eVkTJ7Kx9y5c1GnTh0sXLgwr1wVp9jZ2cHQ0FCSWKUwOnXqhEePHiE6Oue0TWZmJjZv3gwAOH/+POd+VUb4SR4PD0+xEBGio6MxZ84cODk5oXv37oiIiECXLl2k9ExMTHD37l0MHjy4kJFkk52djQEDBqBz585cul0iXr58iefPnyvcrizu3bsHAOjWrZvM623btkVGRgbs7Ozg5OSE58+fKz0TqDKZOXMmtm3bpmw3eHiK5ciRI6hduzZCQkJQt25dBAQEwMfHp9CEK/Hx8XB3d8fYsWOhr6/PiQ9//fUXDAwM8PPPP3MyHk/lpEqVKli1ahUeP35c7ESsLGhqamLo0KHw8PAoMlPmkCFDAACenp4AAC0tLXTt2hUWFhb8JK+kcFFsjxdeKruocmFdRRATE0MAaPv27cp2hXOGDx9O1atXp6ysLGW7QllZWfTo0SPKzMxUtis8lQjwxdCVSlxcHAkEApo/f76kbeHChaSurk4fP36U2WfTpk0EgF68eMGJD69evSLGGC1dupST8XgqN0KhkJo3b04NGjSgjIwMzse/dOkSASBPT89CdcRiMVlZWZGdnZ1Uu4uLCzHG6MOHD5z7pSpwdc/md/J4eHiK5e3btwCAZ8+eAcgJI9q3b18BvevXr5epWGlqamq5/CsP+/btw9mzZ0udDVQeaGhooEOHDoUeRt+/fz8WLFgAAJg9ezZ++eUXRbqnUqSmpsLT0xN8DUseVefkyZMQiURwd3eHUCiU1Mazt7eXWRuPKCfhSseOHdGyZUtOfFi7di10dHQwd+5cTsbjqdwIBAKsX78e4eHh2LVrF+fj9+7dG8bGxkXuFDLGMHToUNy6dQsJCQmS9r59+4KIcOnSJc79qmzwkzweHp5iyZvkXbt2DQCwd+9enDlzpoDe1q1bsWLFilKNnZaWBmNjY2zatKm8bpYJIyMjpYSJfk1ycjLmzZuHgICAQnUCAwNx//59/F979x0eVbE+cPw7m4SETiihFwkgTUAQBJEWQVoUgjSBK1xAxKtYsaAXBbmUi4rlp+hV4CpVIPQEQlUCgvROMIkQSAglIQmk1/n9seWm7CabbE0yn+fZh83ZOXPeYZOzO+fMzAvaL4Ll2aVLlxg2bBhHjx51dCiKUqjVq1fTtGlTZsyYgaurK3fv3qV169Ymk0IHBwfz559/Mn26daaMR0REsHr1aqZNm4bK+aqYa+DAgQwYMIB58+bl6WRZg5ubGyNGjGDbtm0mc8ICTJkyhS1btuSZlvDSSy/h4eGhhmyawxq3A9VDPcr6w5mG/jjCwoULJSBjYmKklFLWqFFDvvLKKwXKJScny+vXrxer7vj4eDlv3jx57Ngxq8RqruTkZPncc8/J48eP2/W4pgQFBUlA7t2719GhlAqrVq2SgLx8+bKjQ3F6qOGaDvPXX39JQC5cuNDsfe7duye/+OILmZKSYpUYXn75Zenm5iajoqKsUp9Sfpw5c0YKIeQ777xj9bp3794tAblly5Zi7bdu3To5ePBgWblyZZsMJXUG1jpnqzt5iqIUSZ8jr3bt2sTHx5OQkEDz5s0LlKtUqRJNmjQpVt01atTgn//8J926dbNWuGYJDQ3l6NGjpKam2vW4pgQHB+Pq6kqPHj0cHUqpEBoaikajMfp7qCjOQp/UeciQIYD2jv3du3cL3admzZq88cYbVKxY0eLj3759mxUrVjBp0iQaNmxocX1K+dKpUyfef/99m6w83a9fP6ZPn17kd4aIiAjmzp1r+KweO3Ysr7zyCsnJyfz2229Wj6ssUZ08RVGKFB4ejhCCY8eOcfXqVYACX66joqKYOXOmIXeZuc6ePeuQXG+dOnUiIiLC5EqW9nbo0CE6d+5scmnzzMxMevbsyYYNG0hISKBz584lmv9YVoSFhdGsWTPc3d0dHYqimLRmzRo0Go1hFdiVK1fSsGFDwxD4/NatW8fPP/+M9mK+5by8vFi/fj2zZs2ySn1K+bNgwQLGjBlj9Xrd3Nz47rvv6Ny5c6HlQkNDmTNnTp68eq1ataJChQpqyGYRVCdPUZQiXb16lYSEBCIiIrh16xYuLi4FOnnnzp3j888/JzY2tlh1P/vss3Zf0jsxMREpJW5ublZLMmyJtLQ0jh07ZjI/HmhzEB45coQHDx6Qnp5OgwYNynX6hNDQUFq2bOnoMBTFpIsXL3L58mVmzpxpWDDpp59+ol27djRr1szoPqtXr2bFihVWOy9pNBqGDRvGQw89ZJX6lPIpLS2NxYsXGxZfsxYpJefOnePixYsmy/Tt25fq1auzdetWw7YPP/wQIQQ7duyw2gWRssjV0QEoiuLcpJTcunWL119/ndGjRyOEIC0tDY0m7zUi/R284iRCj46OJjIy0u5J0KdOnUp0dDTBwcFO0cmLiIjA09Oz0LuKkZGRADRu3Ji6desSEBBgr/Cc0rp16wrNsaQojvbLL7+g0Wh46623qFu3LleuXOHkyZMsWbLE5D4BAQFWG9nw2WefkZiYyJw5c5ziPKeUXunp6SxevJikpKQi77wVR3Z2NgMGDMDHx8cwtDm/ChUqMHToULZv305WVhaurq589NFHtG/fno8//piLFy/yyCOPWC2mskR18hRFKdSdO3dIS0ujWbNmhi8Krq4FTx1hYWF4enpSq1Yts+s+duwYgN07eUOHDuX+/ftO88WndevW3Lp1i5ycHJNlcnfylOJdTFAUe5NSsnr1apo0aWK4GKEfujl27Fij+2RmZuLm5lasc2hhrly5QkJCgtOc55TSq3r16ly4cIH69etbtV5XV1c2bdpE69atCy3n5+fH2rVr+f333+nTpw/t27enZs2afPzxx+zYsUN18kxQwzUVRSmUfu7IgQMHAO0wic8++6xAudDQUFq1alWsLxTHjh3Dzc2NRx991CqxmuuFF15gxowZdj1mUYQQuLi4mHw9dydv1apVdOrUifj4eHuF51TCw8P59ttvuXfvnqNDURSjTp48yfXr17lx4wZxcXFIKVm7di39+/c3+kU5OjqaBg0asG3bNqvFsGzZMpN3RxSluPS/t4WlPCiJXr16FZnaY9CgQXh6ehIWFmbYdvPmTRo1aqTm5RVCdfIURSmUvpOnX3Bl/fr1nDp1qkA5fSevOI4dO0anTp3w8PCwOE5zZGRkON0wv6ysLDp27MiqVasKLRcZGUn16tWpWrUqNWrUoGnTplSpUsVOUTqXgwcP8uqrr/LgwQNHh6IoRq1btw43NzfCwsLo2LEjQggOHDhg9AIZwIoVK4iNjaVdu3YWHzslJYUrV64AxkddKEpJffvttzRp0oSUlBSr1rt27VrmzZtn8vUqVapw584dpk6dati2Z88ebt++zR9//FHstQDKC9XJUxSlUPpO3qFDh8jKyuL69esFJvGnpKQQGRlZrE5ednY2J0+etOtQzR07djBu3DinWnb57NmznD9/ngoVKhRaLjIykkaNGgHwzDPPsG3bNtzc3OwRotMJDQ2lQoUKxU7XoSj2kJOTw/r16xk8eDDNmzc3jG5o2rSp0WFl2dnZ/PDDD/Tv358WLVpYfPzly5fTtm1bQkJCLK5LUXJr3749MTEx+Pv7W7Xe33//nYULF5KUlGSyjP7zTj+t4ZVXXmHv3r2AtsOnFKQ6eYqiFEqfI69KlSpERUWRlZVVYGXN8PBwoHjzpC5fvkxSUpJdO3l+fn7s37+fAQMG2O2YRTl06BBAkakcIiMj1Xw8ndDQULy9vQsd3qrYjhBikBDiTyFEuBDifSOvTxJCxAghzuoeU3O91kQIsUcIESKEuCyEaKbbLoQQ84UQobrXXtNt7yuEuJ+rro/s1c6SOnToENHR0dy+fZv09HQyMjJ4/vnnOXr0qNHyQUFBREZGMn36dIuPnZGRweLFi3nyySdp06aNxfUpSm69e/emRYsWLF++3Kr1jhkzhtTUVAIDA02WyczM5PHHH2fu3LmANsdur169qF27Nrt27bJqPGWF6uQpilKo8PBwMjMz2bdvn8kcefqVNYuzpP0ff/wB2HfRFY1Gg4+PT4GVQR0pODgYb29vGjRoUGi53J28ESNGMGnSJDtE55zCwsLUwisOIoRwAb4FBgNtgeeFEG2NFF0vpeykeyzLtX0l8KmUsg3QDdBnBp8ENAZa617LPZnsUK66PrFyk6xOP1TT09MTd3d3goKC+OWXX0hISDBa/vvvv6devXo8++yzFh971apVREVF8cEHH1hcl6LkJ4RgypQpBAcHFzsnbmF69uxJ/fr12bBhg8kybm5ueHh45EmlcPjwYSpWrMiuXbsKXbisvHKebzqKojila9euAZCcnExycjKNGjUq0Mm7ffs2Li4uxerkHTt2jJo1a1pleJI5oqKimD9/Pjdv3rTL8cwhpeTQoUNF3sXLzs7G29ub9u3bA9CxY0erzN0pjXJycggPD1c58hynGxAupbwqpcxA2xkbZs6Ous6gq5RyL4CUMklKqZ/c8zLwiZQyR/faXRPVOLXMzEz8/f157rnnCAoKArS57+rUqWN0BMGNGzfYuXMnU6ZMsXj4dVZWFosWLaJLly4MHDjQoroUxZSJEyfi4uLCihUrrFani4sLI0eOZOfOnSQmJpos98wzz3D+/HnDQmT6vLH37t3j5MmTVounzJBSqod6qEcRjy5dusjyKCcnR3p4eMiZM2cWWTY9Pb1YdUdFRcng4OCShlZsmzdvloA8f/683Y5ZlMTERDl16lS5ZcsWR4dSqjx48EDGxsY6OoxSAzgprXQuBEYCy3L9/Dfgm3xlJgG3gPOAP9BYt304EABsBs4AnwIuutfuAR8CJ4FdQEvd9r66187ptrczJ05HnbN37twpAblt2zYppZQJCQnS3d1dzpgxw2j52bNnSyGEjIiIsPjYa9eulYDctGmTxXUpSmGeffZZWbduXZmRkWG1Og8fPiwBuWbNGpNlQkJCJCC/++47KaX2O0pMTIwUQsg5c+ZYLRZHs9Y5W93JUxTFJH2OvPwLrRhT1MIh+TVs2LDIO1jW5OfnR1xcnFPdAatSpQo//vgjw4cPd3QopUrVqlWtlktMKTZjOVJkvp93AM2klB2AfcDPuu2uQC9gJtAVaI62QwjgDqRJKR8DfgT0twlOA02llB2B/wP+N1Yrf2BCTBNCnBRCnIyJiSluu6xi7dq1aDQaNm/eDMCmTZtIT09nwoQJBcpmZmaybNkyBg8eTNOmTS06bk5ODgsWLKBt27bqfKLY3NSpU7lz5w47d+60Wp09evSgYcOGhQ7ZfPjhh/H29iYgIADQDh+tXbs23bp1U/PyjFCdPEVRTNKvrKnPtTRu3Dg+/vjjAuXGjBlT6Ik5v0uXLvHVV1+ZnKNiK56enk41H+/mzZtmzSPw9/fn0UcfNSzmULt2bdauXWuHCJ1PUFAQs2bNcqo0GOVMFNq5c3qNgOjcBaSU96SU+jfoR6BLrn3PSO1Qzyy0HbbOuV7bpHu+Beigq+uBlDJJ93wn4CaEqG0sMCnlD1LKx6SUjxWVd8sWUlNT2bp1K127djV0tDw8PBgyZAhdu3YtUP7QoUPcunXLKguuBAQEcPHiRWbNmuVU5zilbBo8eDD169dn2bJlRRc2k0ajYdSoUezatYv79+8bLSOEYNasWYwaNcqw7bfffiMsLIxjx47hqIs7zkqdCRRFMUnfydN/adi7dy937tzJUyY1NZWwsLBinVyDg4N54403rJ5U1ZSEhAReeOEFo/n9HKlHjx5MmTKlyHJVqlShYcOG1KhRA41Gw+jRowvMiywvdu3axTfffFPsO8eK1ZwAWgohHhJCVADGAttzFxBC5M72/SwQkmtfTyGEvgfmA1zWPd+q+xmgDxCqq6ue0OUgEEJ0Q/u95Z5VW2QlO3fuJCkpiX/961+GTt64ceMIDAw0pFHIzcfHhwsXLjB48GCLjiulZP78+Tz00EOMHTvWoroUxRyurq5MmjSJvXv3Eh8fb7V6R48eTUZGBtu3bzdZZsqUKUycONHwc4MGDQwryapUCnmpTp6iKCbpO3mBgYE8ePCA2NjYAkM3K1asyOnTp3nllVfMrnf69OncuXOHunXrWjNck65evcru3bvtfuewMHfu3CEyMpIOHToUWXbQoEEEBARQqVIlvLy8WLp0Kd27d7dDlM4nNDSUli1bGv3SrNie7g7cq8ButJ23DVLKS0KIT4QQ+uUhXxNCXBJCnANeQzckU0qZjXao5n4hxAW0Qz9/1O2zCHhOt30hoE+7MBK4qKvra2Csbs6K01m7di3Vq1fniSeeALS/q0VdyGrfvr3FCcvT09Pp0qULs2fPVsnPFbt54403uHbtGp6enlars3v37kyYMIH69esXWu7mzZuG9EOtWrUiODiYOnXqWHX4aFmgzgaKopgUERFBnTp1qFy5MufOnQMKpk8oCSEEXl5eFtdjrs6dO3P79m2c6bvh6dOnAW1sRZFSGjo1uZ+XR2FhYTz22GOODqNc0w2b3Jlv20e5ns8CZpnYdy+6oZj5ticAQ41s/wb4xsKQbS4xMZGAgAAyMjL45ZdfmDx5MiNHjqRu3bqGhM25ff311xw9epSVK1davKqmh4cHS5cutagORSkuW3yGCyFYtWpVkeVee+01jh8/zo0bNxBCoNFo6N+/P0FBQWRnZ6scqjrqTp6iKCb99ddfJCcn4+/vbzJH3qeffkrv3r2LlaNm+vTp7Nixw6qxFkX/QeAs9J28Tp06FVn2scceM+TF+/rrr/H09DQ5Z6Esy8jI4Nq1ayp9guJ0duzYYUhE7ufnx/nz57lw4YLJRVDS0tJITk62uIN3/vx5Dh8+bFEdilJSERER9O/fn4MHD1q13ujoaEJCQky+7uvrS1RUFOfPnwfg+PHj+Pv7ExcXp1Ip5OI833gURXE6ERERVKtWjUqVKuHu7k6PHj0KdPJOnjxJdHS02R2o+Ph4/vOf/3DlyhVbhFxAZmYmffv2ZcuWLXY5nrlOnTpFy5YtqV69epFlr127RqVKlQB45JFHmDBhAtWqVbN1iE7n1q1bVK1aVSVCV5zOxo0badCgAW+//Taenp6sWbMGV1dXRo8ebbT8u+++W+i8I3MtWrQIPz8/UlNTLa5LUYrLy8uLe/fuWXVenpSSXr168fbbb5sso5/Hql9ls3379kydOhUhhBqymYsarqkoilFSSqKjo5k+fTpDhgwBMPybW2hoaLG+dOuvzrVu3do6gRYhNja2WHcZ7eXll18mLi6uyHLJycnEx8fTuLF2QUMfHx98fHyK2Ktsatq0KfHx8U75firlV2JiIoGBgXTv3p2kpCSqVKnCunXrGDhwIMZW+bx+/TpNmjSxyrDrZcuWcenSJSpWrGhxXYpSXJUqVeLMmTNWrVMIwffff0+jRo1MlqlXrx5du3YlICCADz/8kEqVKrF06VLOnj3Lrl27mDt3rlVjKq3UnTxFUYyKi4sjJSWFJk2amCwjpSQsLKxEnTz9ali2Vr9+fYKDg/Hz87PL8cw1YMAAxowZU2S5qKgoAEMnLysry6ZxOTshhJpvoTiVgIAAMjMzOXbsGFJKjh8/TmRkJM8//3yBspmZmXTt2pVXX33V4uNKKalUqZLR9AyKYk8ZGRmGKR3WMGDAgCK/I/j6+nL8+HHDxVIpJV26dOHEiRPcvXvXarGUZqqTpyiKUTdu3ADg22+/RUpJz549efPNN/OUuXXrFsnJycXq5F25cgV3d3ezEqyXVdevXyc4OJiMjIwiy0ZGRgL/6+Q9+eSTDBs2zKbxOat///vfVvlyrCjWtGHDBho0aMDVq1epXr06jz/+OMePHzf6dxoUFERMTIzFaROuXLlC69atOXHihEX1KIo1DB06lJEjR1q1zv3797Nw4UKTr0+fPp0bN25Qs2ZNQLuK9jffaNdoUqkUtFQnT1EUo/SdPP2wSv3qmrmFhoYCFPtOXqtWrexyN0ZKSceOHVm8eLHNj1Ucv/zyC3369CEpKanIsvk7eRMnTrT6h2lpsXv3bsOCNYriDBITE9m1axfPPfccDRs2BLR3m7t27UqVKlUKlF+5ciV16tRh4MCBFh130aJFREZG0qxZM4vqURRrGD58OGfOnLHq+Xnfvn3Mnj2b2NhYo697eXkZ/uYAvL29+emnn6hRo4bRFW3LI9XJUxTFKH0nb9myZdy7d4/k5OQCXyj0nbzirHYYEhJit6Ga6enpdO3atdAhp45w+vRpmjVrZrgCWRh9J0//Yfbyyy/zt7/9zabxOavizv9UFFsLCAggPT3dMDzs0KFDvPTSS8TExBQoGx8fz/bt2xk3bpxFq2pGRESwevVqpk2bZnTOn6LY27hx4/Dw8GD58uVWq3P06NFkZ2cXumhacHAwo0aNMoyKmThxIoMGDWLPnj1OlTLJUVQnT1EUo27cuIG7uzt16tQxJEU31slzd3c33GUqSmpqKteuXbNbJ8/Dw4Nly5YxduxYuxzPXKdOnaJLly5mlY2MjKRu3bq4u7uTk5NDSkqKjaNzTsnJydy8eVOlT1CcysaNG6lUqZIhCfnPP//MunXrjN7F27BhAxkZGbzwwgsWHXPx4sVoNBpmzpxpUT2KYi2enp4899xzrFmzxmorvXbq1ImWLVuyYcMGk2Xi4+Px9/c3pBFJT0+ndu3a3L59m4sXL1oljtJMdfIURTEqIiKCrKwsfvjhB5OdvLCwMFq2bGl2+oTQ0FCklHbr5DnjsuIJCQn89ddfZiVBB20nT9+JjoyMpHLlyvz00082jNA5hYeHA8UbGqwotqQfqjl58mRWrVpFRkYGmzZtYvjw4UZXu/z5559p164djz76aImPeevWLVasWMGkSZMKXX1QUext6tSp3L9/n02bNlmlPiEEo0eP5sCBA0bvjAM89dRTuLu7G1IpZGRk8P333wNqXh6oTp6iKCZcv36devXq4e3tjZeXF2PGjCnQyWvTpg1Dhw41u86YmBhq165tt07eE088wcSJE+1yLHPpl5s2905e//79DatwVq5cmYULF5bL1fSSk5Np37693VJvKEpRAgICSEtLY9SoUQgh2LNnDwkJCUZHDoSFhXH06FFeeOEFi1InfP7552RmZvLee+9ZErqiWF2fPn3w9vZm2bKViUQXAAAeGElEQVRlVqtz9OjR5OTksHnzZqOvV6lShX79+hEYGAhA1apVOXHiBG3atFGdPNAuTKAe6qEehT+6dOkiy5uGDRvKSZMm2aTunJwcm9Sb3+effy7XrVtnl2OZKzU1VR45ckQ+ePDA0aEo5QRwUjrBedSeD3ucs4cPHy41Go2cM2eOlFLK8ePHy5o1a8r09PQCZWfPni2FEDIqKqrEx4uNjZWVK1eW48ePL3EdimJLCxYskIAMDQ21Sn05OTny4Ycflj4+PibLfPPNNxKQf/75p2HbG2+8IT08PGRKSopV4rA3a52z1Z08RVEKyMzM5ObNm4YFS9LT0wuU0Z6HSsYaSYDN8dZbbzndfDwPDw969OhB1apViyybnZ2dZ8hpUlISSUlJFv3fK4piuaSkJHbt2sWjjz5Kt27dAGjQoAEvvvgiFSpUKFD+119/pX///nlWAyyur776iuTkZGbNmlXiOhTFliZOnIhGo2HFihVWqU8IgZ+fH8HBwSQkJBgt4+vrS5cuXbh37x4AaWlp3L9/n7S0NMNcvfJKdfIURSng5s2bAHzxxRdkZ2fTtWtXxo0bl6fMvn378PT05NSpU2bXO3r0aD799FOrxmpKVFQUaWlpdjlWcXz66admf/BcuXKFSpUq4e/vD2hzFlatWpXk5GRbhuiU/Pz8CuRpVBRH0a+quWTJEkPOu8WLF7No0SKj5X/77TdWr15d4uNJKdm9ezd+fn60a9euxPUoii01aNCAIUOGGE25VFK+vr5kZWWZHH7ZtGlTTp48SY8ePQCoUKECgYGBaDSacj9kU3XyFEUpQJ8+YdCgQWg0GiIiIgos1e3l5cW4ceOKNfk/Ozvbbneh/v73v/Pkk0/a5VjmSkxM5L333uPAgQNmlff09GT+/Pl06tQJAB8fHz777DOjK/eVdYcPHy63K4sqzmfDhg3UqlWLJ554AtDOuTN1bpNS4uLigpeXV4mPJ4TgyJEj/PjjjyWuQym5tLQ09u3bZ1iELDQ0lObNm7N9+3bHBuaE1q1bx86dO61WX/fu3enfv7/RO+S5paamkpGRgUajITw8nL59+6pOnqMDUBTF+ehzs82bN4/4+HgSExNp2rRpnjIdO3bk22+/pW7dumbXu2nTJt59912rxmrKzJkz+fDDD+1yLHOdO3cOKaXZK2s2aNCADz74gBYtWgDQtWtX3n77bVuG6JTi4uKIjY1VK2sqTiEpKYnAwEDu3bvH9u3befDgAR06dGD27NkFyqamptK6dWvWr19f4uOlpaWRnJyMi4sLtWrVsiR0pRDx8fGGVRxTU1MZNWqU4X1LTk5mwIABhgVA6tWrR/fu3Q3vR1RUlGOCdkL6i5DGpnmUhIuLC3v37mX48OEmy5w5c4aaNWsakqBXrVqVp59+mvPnz3Pr1i2rxFEaqU6eoigF6O/kNW7cmOvXrwMF0yfExsaSlZVl79DMNnDgQPz8/BwdRh6nT58GzF9ZMyoqyjB0FiA6OpoHDx7YJDZnFhYWBqBy5ClOISAggIyMDN577z0GDBjA9u3bSUtLY8iQIQXK3rt3j7Zt21KvXr0SH++HH36gWbNm5frLqrXkvtv6xRdfsHHjRgBycnJo2LAhCxcuBLRzp69evWqYB1arVi0OHjxoWK25WrVqrF27lp49e3Lx4kVat26t7rLmsnHjRurWrWvV39mUlBTi4uKMvtamTRs0Gg1BQUGAdtTQ0aNHAe3UkvJKdfIURSlA37FbsGCByRx5gwcPLlb6hCVLluDt7W2X3HUhISGEhIQ43QIlp06dol69etSvX9+s8rNnzzYs6gAwdOhQxo8fb6vwnFZoaCigcuQpzmHjxo3Uq1eP+fPnU7VqVX755ReaNGlC9+7dC5Rt1KgRW7ZsoU+fPiU+Xvfu3ZkyZYrZ5w1F68iRI4Y7O6BNR5N7bvmyZcsMS+9rNBqWLl1qWKhLCMGpU6d46aWXDOV79+5t9E5q27Ztef311/H19bVVU0qdjh07MmrUKKtdCE5NTaVevXom5/R7eHjQt29fdu/eDWjv/iUmJlKpUqVyPWTT1dEBKIrifK5fv079+vXp168ftWrVYubMmXh7e+cpc+3aNbOHHQJcvHiRlJQUo0mCre1f//oXv/32m9MNoQkPDzf7Lh7kTYQO2k5f5cqVbRGaU6tVqxaDBw+mefPmjg5FKeeSkpIICAigb9++ZGZmcv/+fXbv3s2bb76JRpP3unlcXBwJCQkW/95269Ytz8UeRSshIYHo6Gjatm0LwCeffEJ4eDgrV64EYO7cudy7d48BAwYA2tEd1apVM+x/+vRp3N3dDT9PmjSpRHFoNBrmz58PaO8URkdHW7SKalnQqlUrq97ZrFixIvPnzy80R+ygQYPYuXMnV69epXnz5uzfv5/x48ezd+9ecnJyCvx9lgflr8WKohQpKiqKbt268dRTT9GpUyc+/fRTqlevbng9MTGRe/fu8dBDD5ldZ0hIiN2SoM+dO5dVq1bZLVWDuQ4fPszatWvNLp+/kzdixAgGDhxoi9Cc2pAhQ9i5c2eRE+8VxdaCgoLIyMjgwIEDpKWlsWXLFrKysoymavnvf/+Lt7e3YWREcWVlZfHhhx8aRlOURxkZGYbngYGBvPXWW4afZ86ciY+PT57yuUdvfPvtt+zYscPw8zvvvJPnzlzuDp61/POf/6RLly7cuXPH6nWXNlJKjh8/TkhIiFXqmzFjhtG75XqDBg0CMNzNA3j66ae5c+cOFy5csEoMpY3q5CmKUsD169dp0KABoO3w5V+y/9q1awBmX6GWUhISEkLr1q2tG6gJLVq0KPDh7wyEEHmuJBdGSpmnk5eZmcmVK1fK5QqTzjz3UylfNm/eTM2aNTlx4gQ1atRgwoQJhnx5+a1cuZLHH3+8wKJV5tq4cSMLFizgzJkzloZdKoSHh7N06VIyMzMB7Zy5ypUrG1LhnD17lvXr1xsW9HjppZf48ccfDR27jz76iFWrVhnqa9Gihd2HuE6YMIHXXnvNopVUy4q0tDQGDBhgmOdoKSklhw8f5siRI0Zfb9GiBUuWLKFfv36G8suWLQMot0M2VSdPUZQ87t+/T2JiIt999x0xMTH4+voWuEqt7+SZeyfv9u3b3L9/3y538s6dO8e2bdsMXxScxcaNG5k4caLZcxLj4uJITU01dPKuXbtGmzZt2LJliy3DdDpSSmrXrs3HH3/s6FCUci49PZ2AgACGDx9uSGvi7u7OoEGDCowaOHfuHOfPn+eFF14o0bFycnJYsGABbdu2ZdiwYRbH7qwOHjxouIj4+++/88orrxg+X7p168aHH35ouJs3a9Ysbt68abgD17VrV5555hmnGrHRpk0bPvjgA4QQxMTE5LkTWd5UrFiRcePG4e/vbzKReXEIIZg8eTLz5s0z+fqbb75puJgshKBLly7Ur19fdfIURVHgf+kTxowZQ+3atYmIiCiw6EpxO3lXrlwBsEsn77///W+BxO3OICgoiJ07d+Lh4WFWef37oO/keXl5sWbNGqfL/Wdr+gsE+fM0Koq9HThwgMTERLKzswHtXb2PPvrI6FLxK1euxM3NjTFjxpToWDt27ODixYvMmjWrzM4lio2NZejQoYa0MH5+fkRHRxtW0e3Zsydz5swxjH4oTf8PiYmJPP7447z22muODsWhpkyZQmpqKuvWrbNKfb6+vhw4cICkpCSjr6enp7Njxw7Dd44vv/yS559/nkOHDpXLUTCl5y9GURS70KdPeP3117l//z73798vMNzo2rVrVKlSxeycTfox+fbo5C1atIg//vgDNzc3mx+rOE6fPk3nzp3NvuqsXzRG38mrUaMG48aNK/HQr9JKnz5BraypONrmzZtxdXUlOjoagO+//55169YVmCualZXFmjVr8PX1LVFeOykl8+fPp3nz5kbn+pUVtWvXZtu2bcydOxfQpiWoX7++U92ZK6mqVasyY8YMpk6d6uhQHKpLly506NCB5cuXW6U+X19fMjIy2L9/v9HX09PTGTFiBD/99JNhW//+/UlPT+fQoUNWiaE0UZ08RVHy0Hfy6tSpYzJ9wrVr13jooYfM/jAOCQmhatWqhnl+tuTh4cEjjzxi8+MUR3p6OhcvXiz2yprwv05edHQ0ly9fJicnxyYxOit9+gSVI09xpOzsbLZu3crIkSMJDAwkNjaWAwcOMHLkyALnwT179nDnzp0SD9Xct28fJ06c4L333sPVtewtgi6lNIwGeeqpp6hbt66DI7KNN998k8ceewzAcGGgvBFCMHXqVE6dOsXZs2ctru/JJ5+kWrVqBAQEGH29WrVq9OzZM8/iKzNnzkSj0eRJp1FeqE6eoih56Dt58+bNK7KTZy79oiu2vkJ7/vx5Fi9eTHx8vE2PU1wXLlwgKyurWCknIiMjcXV1NXwBWrZsGe3atTMMFSsvQkNDqVChAk2aNHF0KEo5dvjwYWJjYxkxYgRubm5s3bqV7OxsRo0aVaDsypUrqVmzptHk6OZYuHAhDRs2NCTeLmtWrFhBmzZtys2CMps2bcLb25s//vjD0aE4xPjx43F3d7fK3bwKFSowcOBAAgMDTV7wHDhwIGfPnuX27duAdlXONm3amLz7V5apTp6iKHncuHGD2rVrM3nyZB555BG++uqrAndRXn/9df7+97+bXedTTz1ll3lyBw8e5P3337f5cYrrwYMHtG3btlh38oYPH87SpUtxcXEBtHMk/f39nW4Yqq317NmTd9991/D/oCiOsHnzZoQQXLp0CQB/f3+aN29eYFXNhIQEtm7dyvPPP1+ilB9Xrlzh119/ZcaMGTZZ4t8ZPPvss8yaNYuOHTs6OhS78PHx4eWXX6ZDhw6ODsUhatasiZ+fH2vWrDGslGoJX19fbt26ZfIigT6Vgn6xlenTpzN27FjOnj1LbGysxccvVaSU6qEe6lHEo0uXLrK86NWrl+zdu7ejwyix2NhYR4egKE4FOCmd4Dxqz4c1z9k5OTmyYcOGsnHjxnL58uUyJydHjh49Wn788ccFyv7666+ycuXK8vjx4yU61jvvvCNdXFzkrVu3LIza+aSkpMicnBxHh+FQaWlp5fIzat++fRKQa9eutbiuu3fvSiGEnDt3rtHXs7OzpZeXl5w2bZphW2BgoATkxo0bLT6+PVjrnK3u5CmKkkdERATVq1cnMzOTc+fOcfXq1TyvJyQkEBISYnaKgpSUFLuualWShQ6c0ZEjR/LM4zh9+jR//fWXAyOyv5ycHK5fv17u5iEqzuXkyZPcvHmTefPmMXnyZIQQrF+/njlz5hQo27dvX+7cuWOYi1VcEydO5D//+Q/16tWzMGrnIqVk/PjxjB07Fu132PJHSsmIESPw9fUtd8Pu+/XrR48ePazyXaBOnTp0797d5Lw8jUbDqVOn+P777w3b3n77bVxcXMrdkE3VyVOcghBikBDiTyFEuBCiwHg7IcQkIUSMEOKs7jFVt72pEOKUbtslIcT0XPt0EUJc0NX5tdBNCBNC1BRC7BVChOn+9bRfS51bdnY2N2/eZMeOHYSHhzN16lT+8Y9/5CkTFBRE27Zt+fPPP82qc8OGDVSpUqVAZ9Ha/vzzT6ZMmUJ4eLhNj1NcmZmZNG7cmB9//NHsfaSU+Pj48OWXXxq2TZgwgffee88WITqt69ev06xZM1asWOHoUJR8SnrO1r3WRAixRwgRIoS4LIRoptsuhBDzhRChutdey7X9a92xzgshzJ/cagWbN29Go9HwzDPPABATE2O0XFZWFgCVK1cu8fzjdu3aMWXKlJIF6uR69erFE088USZWzywJIQQvvvgiM2bMKHfDzzUaDUeOHLHa77avry+3b9825FjMr1GjRnl+z7788kt69OhR7jp5Dh9SoR7qAbgAfwHNgQrAOaBtvjKTgG+M7FsBcNc9rwJEAA10Px8HegAC2AUM1m1fDLyve/4+8O+iYiwvwzWjoqIkICdOnChTUlKkl5eXfPHFF/OUuXHjhly9erVMSUkxq85z587JuXPnyszMTFuEbBAYGChr1qwpw8LCbHqc4jpz5owE5Lp168zeJzs7Wx44cECGhIQYth05ckSeOnXKFiE6raCgIAnIgwcPOjqUUg0rD9e05Jyte+03YID833m7ku7534GVgEb3s5fu3yG6c7gAugPHiorRWufsnJwc2axZMwnI5cuXy7i4OOnm5iaXLFlSoOycOXPko48+KlNTU0t0rM8++0wePnzY0pCdTnkfomlKWRySW5SsrCwZHh5ucT1paWmF/l5lZ2fLadOmyaVLlxq2LVmyRALyxo0bFh/f1qx1zlZ38hRn0A0Il1JelVJmAL8Aw8zZUUqZIaXUZ6J1R3d3WghRH6gmpTyq+4NZCQzXlRsG/Kx7/nOu7eWeftl+/Ypxd+/eLbCqYePGjRk/fjwVK1Y0q84OHTrw0Ucf2Xwp8CFDhhATE4O3t7dNj1Ncp0+fBijWoisajYZ+/frRunVrw7YePXoUa3XOskDlyHNaJT5nCyHaAq5Syr0AUsokKaV+DNfLwCdSyhzda3d124cBK3Xff/4AaujO8TZ3+fJlIiIiGDZsGH369GH79u1kZmbSs2fPAmVbtmxJ79698fDwKPZxkpOTWbhwIYGBgdYI22nExcXx5JNPltuVJU25fPkyDz/8sNXyx5UWkydPpnfv3oa73iXl7u5e6B1hjUbD6dOnWbt2rWGbfirHgQMHLDp2aaI6eYozaAhE5vo5Srctv+d0Q3X8hRCN9RuFEI2FEOd1dfxbShmt2z/KRJ11pZS3AHT/elmvKaWbPgG3EKJAMm69/fv3c/78ebPrPH78OHFxcdYLshAajcbphgKdPn2aqlWrFqvzGR4ezsaNGw1DUVJSUtizZ4/JYWJlVWhoKFWqVCmzebRKMUvO2a2ABCHEZiHEGSHEp0II/dg1b2CMEOKkEGKXEEK/rK+5x7O6zZs3A7B06VK8vb3x9/enSZMmdO3atUDZcePG5RliXRyVK1cmMjKSd99916J4nU1MTAwJCQnlbnhiUR5++GGmTp3K008/7ehQ7GratGkl/hvJb82aNbRq1crkip2DBg3i6NGjJCQkANq/YVdX13I1ZLPsZdlUSiNj38rzz8zeAayTUqbr5t39DPgASCkjgQ5CiAbAViGEv5l1Fh6UENOAabof04UQF4uzf2k2dOjQ2kAswKRJk5g0aZJjA7IPQ5ttwUm/5Ni0zdai0Vj1emSpaLOVPWzl+iw5Z7sCvYBHgRvAerRDO5ejHY2RJqV8TAgxAlihK2vW+dyW5+yGDfP2Ka38O2ktTvu73a1bN1tV7bRtNseSJUuKu0upbm8JFdrmokYVeXrmXXZh1apVrFq1yiqB2ZBVztmqk6c4gygg9+2iRkB07gJSynu5fvwR+Hf+SqSU0UKIS2i/FPyuq8dYnXeEEPWllLd0Q37uYoSU8gfgBwAhxEkpZcmWSyuFylt7QbW5vCivbbZylZacs6OAM1LKq7rYtqKdZ7dc99omXbktwH/NPZ7umOX2nA2qzeVBeWsvlN82W6Mep7wUpZQ7J4CWQoiHhBAVgLHA9twF8s2/eBYI0W1vJISoqHvuCfQE/tQNw0wUQnTXrar5ArBNt/92YKLu+cRc2xVFUZSilficrdvXUwhRR/ezD3BZ93yr7meAPkCo7vl24AXdKpvdgfv6IfeKoiiKcepOnuJwUsosIcSrwG60q7atkFJeEkJ8gnaFoe3Aa0KIZ4EsIA7t8B6ANsDnQgiJdkjPZ1LKC7rXXgZ+AiqiXZltl277ImCDEGIK2uFCo2zcREVRlDLDknO2lDJbCDET2K+7AHcK7Z0+0J6b1wgh3gSSAH3ahZ1oV9gMB1LQrsKpKIqiFEJoFx5UFKUwQohpuqFA5UJ5ay+oNpcXqs3lg2pz+VDe2lze2guqzRbVozp5iqIoiqIoiqIoZYeak6coiqIoiqIoilKGqE6eohghhHDR5XAKyLf9/4QQSY6Ky5byt1kI8ZMQ4poQ4qzu0cnRMVqTkfYKIcR8IUSoECJECPGao2O0NiNtPpTr/Y3WrXRYphhp81NCiNO6Nh8WQrRwdIzWZqTNPro2XxRC/CyEKNXz8YUQEUKIC7r38GS+12YKIaQQoraJfScKIcJ0j4nGyjgbC9ubnetvfLuxMs7IWJuFEHOEEDdztWeIiX0HCSH+FEKECyHet2/kJWdhm03+jjgzU3ELIWbo3sNLQojFJvYtM++zbrs5bS7W+1yqT/SKYkOvo10Nrpp+gxDiMaCGwyKyvQJtBt6RUvo7KB5by9/eSWiXaW8tpcwRQng5KjAbytNmKWUv/QtCiE2UzZVm87/P3wHDpJQhQoh/AP/kfws5lRWGNgshNGhz1D0lpQwV2sVRJqJNWVCa9ZNS5smdJbQJ1wegXVCrACFETeBj4DG0efZOCSG2SynjbR2sFRS7vTqpUsrSeoGuQJuBL6SUn5naQQjhAnyL9v8lCjihe48vm9rHyRS7zUXsWxrkiVsI0Q8YBnTQ5dks8Flc1t5nc9psat/CqDt5ipKPEKIRMBRYlmubC/Ap8K6j4rIlY20uy0y092XgEyllDoCU0mj+xNKqsPdYCFEV7dL1ZepOnok2S/7X4auOkXxrpZmRNtcC0qWU+nQEe4HnHBGbHXyB9hxtarGBgcBeKWWcrmO3Fxhkr+BsoKj2lkfdgHAp5VUpZQbwC9ovz0rp8TKwSEqZDiY/i8va+2xOm4tNdfIUpaAv0X5w5uTa9iqwvQznZjLWZoD5QojzQogvhBDuDojLVoy11xsYI4Q4KYTYJYRo6ZjQbMbUewzgB+yXUj6wb0g2Z6zNU4GdQogo4G9ol+0vS/K3ORZw041EABhJ3sTipZEE9gghTgkhpgEIbbqGm1LKc4Xs1xCIzPVzlG6bsytpewE8dOe0P4QQw20eqfUUaLPOq7rPpBVCmxs3v9L6HkPJ21zYvs7OWNytgF5CiGNCiINCiK5G9itr77M5bTa1r0mqk6couQghfIG7UspTubY1QJtL7/8cFpgNGWuzziygNdAVqAm8Z+/YbKGQ9roDaVLKx9Dm7Vph9+BspJA26z0PrLNjSDZXSJvfBIZIKRsB/wWW2D04GzHWZqldQnss8IUQ4jiQiDZ3XWnWU0rZGRgMvCKE6A18CHxUxH7CyLbScBespO0FaKI7p40DvhRCeNswTmsy1ubv0F6M6wTcAj43sl9pfY+h5G02tW9pYCxuV8AT6A68gzavcf73tay9z+a02dS+JqlOnqLk1RN4VggRgfb2vw9wCWgBhOu2VxJChDssQusr0GYhxGop5S2plY72y3A3RwZpRUbbi/ZK4CZdmS1AB8eEZxOm2owQohba9zbQceHZhLE2BwIdpZTHdGXWA084KD5bMPW3fFRK2UtK2Q0IBsIcGaSlpJTRun/vov1b7QM8BJzTtb0RcFoIUS/frlHkvYvZiFIwXNeC9ube9yrwG/CofaK2jJE2d5NS3pFSZuuG1P+I8c+kUvkeg0VtNrqvfaK2jIm4o4DNuu8fx9GOSsi/sFCZep8xr83Ffp9VJ09RcpFSzpJSNpJSNkN79fuAlNJTSllPStlMtz1FSllmVuQz0eYJQoj6oF11EhgOXHRgmFZjqr1o56P56Ir1AUJNVFHqFNJm0N6lDpBSpjksQBsw1ma0czaqCyFa6YoNQLtASZlQyN+yF4BuyPV7wPcODNMiQojKujmkCCEqA08DJ6SUXrnO0VFAZynl7Xy77waeFkJ46oa9Pa3b5rQsaa+une6657XRXgRw+oUpTLT5ov4zSccP459JJ4CWQoiHhBAV0P4dOP2qopa02dS+to/aMoXEbfgs1p2rK6Addp5bmXqfMaPNJXmf1eqaiqKYskYIUQftsIizwHQHx2Nri9C2+U0gCe3crfJgLGVvXppRUsosIcSLwCYhRA4QD0x2cFj28I5uKKcG+E5KecDRAVmgLrBFN5LJFVgrpQwyVVg3F3G6lHKqlDJOCDEP7RdE0C60FGfziC1T4vYCbYD/6H7XNWgXdnD6Th4m2iyEWCW0qXwkEAG8BIYpFcuklEN0f+Ovou28uwArpJSXHNGIYipxm03ta/8mFJupNlcAVgghLgIZwEQppSzj73ORbTa1b2EHE9rh+oqiKIqiKIqiKEpZoIZrKoqiKIqiKIqilCGqk6coiqIoiqIoilKGqE6eoiiKoiiKoihKGaI6eYqiKIqiKIqiKGWI6uQpiqIoiqIoiqKUIaqTpyiKoiiKoiiKUoaoTp6iKIqiKIqiKEoZojp5iqIoiqIoiqIoZcj/AzB/F9+S813OAAAAAElFTkSuQmCC\n", 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\n", 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_solution(simulator, nx, label, **kwargs):\n", " datafilename = gen_filename(simulator, nx)\n", " \n", " #Read the solution\n", " with np.load(datafilename) as data:\n", " h = data['h']\n", " \n", " x = np.linspace(0.5, nx-0.5, nx)*100.0/float(nx)\n", " \n", " plt.plot(x, h, label=label, **kwargs)\n", " \n", " h = None\n", " x = None\n", " gc.collect() # Force run garbage collection to free up memory\n", " \n", " \n", "boxes = np.array([\\\n", " [[44, 49], [0.53, 0.531]], \\\n", " [[54, 56.5], [0.566, 0.57]]\n", " ])\n", "\n", "for simulator in simulators:\n", " fig = plt.figure(figsize=(12, 12))\n", " \n", " gs = gridspec.GridSpec(2, 2)\n", " \n", " ax1 = fig.add_subplot(gs[0,:])\n", " setBwStyles(ax1)\n", " plot_solution(simulator, reference_nx, 'Reference', linestyle='-', marker=' ')\n", " for j, nx in enumerate(domain_sizes):\n", " plot_solution(simulator, nx, 'nx=' + str(nx), marker=' ')\n", " for box_x, box_y in boxes:\n", " x = np.kron(box_x, np.ones((2)))\n", " y = np.hstack((box_y, box_y[::-1]))\n", " fig.gca().fill(x, y, fill=True, linestyle='-', color='gray', alpha=0.5)\n", " plt.title(str(simulator.__name__))\n", " plt.legend()\n", " \n", " ax2 = fig.add_subplot(gs[1,0])\n", " setBwStyles(ax2)\n", " plot_solution(simulator, reference_nx, 'Reference', linestyle='-', marker=' ')\n", " for j, nx in enumerate(domain_sizes):\n", " plot_solution(simulator, nx, 'nx=' + str(nx), marker=' ') \n", " plt.xlim(boxes[0, 0])\n", " plt.ylim(boxes[0, 1])\n", " \n", " ax3 = fig.add_subplot(gs[1,1])\n", " setBwStyles(ax3)\n", " plot_solution(simulator, reference_nx, 'Reference', linestyle='-', marker=' ')\n", " for j, nx in enumerate(domain_sizes):\n", " plot_solution(simulator, nx, 'nx=' + str(nx), marker=' ') \n", " plt.xlim(boxes[1, 0])\n", " plt.ylim(boxes[1, 1])\n", " \n", " save_figure(fig, simulator.__name__)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def downsample(highres_solution, factor):\n", " assert(highres_solution.size % factor == 0)\n", " nx = highres_solution.size / factor\n", " return highres_solution.reshape([int(nx), int(factor)]).mean(1)\n", "\n", "conservation = np.zeros((len(simulators), len(domain_sizes)))\n", "error = np.zeros((len(simulators), len(domain_sizes)))\n", "order = np.zeros((len(simulators), len(domain_sizes)-1))\n", "\n", "for i, simulator in enumerate(simulators):\n", " #Read the reference solution\n", " datafilename = gen_filename(simulator, reference_nx)\n", " with np.load(datafilename) as data:\n", " h_ref = data['h']\n", " \n", " #Compute conservation and error for subsequent resolutions\n", " for j, nx in enumerate(domain_sizes):\n", " #Read current resolution\n", " datafilename = gen_filename(simulator, nx)\n", " with np.load(datafilename) as data:\n", " h = data['h']\n", " \n", " #Downsample reference to current resolution\n", " h_ref_downsampled = downsample(h_ref, reference_nx/nx)\n", " \n", " #Compute error per cell\n", " error[i, j] = np.linalg.norm(np.abs(h_ref_downsampled - h), ord=1) / nx\n", " conservation[i, j] = (np.sum(h_ref_downsampled) - np.sum(h))\n", " \n", " #Compute the numerical order\n", " a = np.arange(1, len(domain_sizes))\n", " order[i,:] = np.log2(error[i, :-1] / error[i, 1:])\n", " \n", "fig = plt.figure()\n", "setBwStyles(fig.gca())\n", "\n", "x = np.linspace(domain_sizes[0], domain_sizes[-1], 100);\n", "\n", "scaling = np.max(error[:,0]) * domain_sizes[0] * 1.5\n", "plt.loglog(x, scaling/x, '-', color='gray', label='Order 1')\n", "\n", "scaling = np.min(error[:,0]) * domain_sizes[0]**2 * 0.5\n", "plt.loglog(x, scaling/(x*x), '-', color='gray', label='Order 2')\n", "\n", "for i, simulator in enumerate(simulators):\n", " plt.loglog(domain_sizes, error[i,:], label=simulators[i].__name__)\n", " \n", "plt.axis([10**1, 10**4, 10**-8, 10**-2])\n", "plt.xlabel('Number of cells')\n", "plt.ylabel('Error')\n", "plt.title(\"Convergence\")\n", "plt.legend()\n", "save_figure(fig, 'convergence')" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Numerical order\n", "LxF, max=1.52, min=-0.44, mean=0.96\n", "FORCE, max=1.92, min=0.57, mean=1.08\n", "HLL, max=1.33, min=0.03, mean=0.89\n", "HLL2, max=2.92, min=0.05, mean=1.40\n", "KP07, max=1.93, min=0.08, mean=1.22\n", "KP07_dimsplit, max=2.25, min=0.01, mean=1.15\n", "WAF, max=2.36, min=0.09, mean=1.24\n" ] }, { "data": { "text/html": [ "
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16326412825651210242048
LxF0.5517660.8772451.2861311.2848331.1739281.4140421.523252-0.437539
FORCE0.6756930.5672610.9455840.9995971.0150421.1519071.3498261.915498
HLL0.0274700.6979340.8400460.9425341.0326731.0815591.1860351.327588
HLL20.6310961.8267022.9211432.4796541.7469741.1421360.3946300.052195
KP070.7756021.4376061.4350471.9345081.9143231.5043370.6861250.083406
KP07_dimsplit0.5841122.0765352.2507862.2155931.4461630.5556480.0995950.008641
WAF0.8926811.4124182.3575701.9420821.7490531.0905270.3845550.087031
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" ], "text/plain": [ " 16 32 64 128 256 512 \\\n", "LxF 0.551766 0.877245 1.286131 1.284833 1.173928 1.414042 \n", "FORCE 0.675693 0.567261 0.945584 0.999597 1.015042 1.151907 \n", "HLL 0.027470 0.697934 0.840046 0.942534 1.032673 1.081559 \n", "HLL2 0.631096 1.826702 2.921143 2.479654 1.746974 1.142136 \n", "KP07 0.775602 1.437606 1.435047 1.934508 1.914323 1.504337 \n", "KP07_dimsplit 0.584112 2.076535 2.250786 2.215593 1.446163 0.555648 \n", "WAF 0.892681 1.412418 2.357570 1.942082 1.749053 1.090527 \n", "\n", " 1024 2048 \n", "LxF 1.523252 -0.437539 \n", "FORCE 1.349826 1.915498 \n", "HLL 1.186035 1.327588 \n", "HLL2 0.394630 0.052195 \n", "KP07 0.686125 0.083406 \n", "KP07_dimsplit 0.099595 0.008641 \n", "WAF 0.384555 0.087031 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "from IPython.display import display\n", "\n", "print(\"Numerical order\")\n", "for i, simulator in enumerate(simulators):\n", " print(\"{}, max={:1.2f}, min={:1.2f}, mean={:1.2f}\".format(\n", " simulator.__name__, \n", " np.max(order[i,:]), \n", " np.min(order[i,:]), \n", " np.mean(order[i,:])))\n", "\n", "table = pd.DataFrame(order, columns=domain_sizes[:-1], index=[simulator.__name__ for simulator in simulators])\n", "display(table)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure()\n", "setBwStyles(fig.gca())\n", "\n", "for i, simulator in enumerate(simulators):\n", " plt.plot(order[i,:], label=simulator.__name__)\n", " \n", "plt.ylim([0, 3])\n", "plt.xlabel('Number of cells')\n", "plt.ylabel('Order')\n", "plt.legend()\n", "plt.title(\"Numerical order\")\n", "save_figure(fig, 'numerical_order')" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_comparison(nx, **kwargs):\n", " plot_solution(HLL2.HLL2, reference_nx, 'Reference', marker=' ', linestyle='-')\n", "\n", " for i, simulator in enumerate(simulators):\n", " plot_solution(simulator, nx, simulator.__name__, **kwargs)\n", "\n", "\n", "comparison_nx = 512\n", "fig = plt.figure(figsize=(12, 12))\n", "gs = gridspec.GridSpec(2, 2)\n", " \n", "ax1 = fig.add_subplot(gs[0,:])\n", "setBwStyles(ax1)\n", "for simulator in simulators:\n", " plot_solution(simulator, comparison_nx, simulator.__name__, marker=' ')\n", "for box_x, box_y in boxes:\n", " x = np.kron(box_x, np.ones((2)))\n", " y = np.hstack((box_y, box_y[::-1]))\n", " fig.gca().fill(x, y, fill=True, linestyle='-', color='gray', alpha=0.5)\n", "plt.title(\"Comparison of solutions at nx=\" + str(comparison_nx))\n", "plt.legend()\n", "\n", "ax2 = fig.add_subplot(gs[1,0])\n", "setBwStyles(ax2)\n", "for simulator in simulators:\n", " plot_solution(simulator, comparison_nx, simulator.__name__, markevery=2)\n", "plt.xlim([44, 49])\n", "plt.ylim([0.53, 0.531])\n", "\n", "ax3 = fig.add_subplot(gs[1,1])\n", "setBwStyles(ax3)\n", "setBwStyles(ax2)\n", "for simulator in simulators:\n", " plot_solution(simulator, comparison_nx, simulator.__name__, markevery=2)\n", "plt.xlim([54, 56.5])\n", "plt.ylim([0.566, 0.57])\n", " \n", "save_figure(fig, 'solution')" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(12, 12))\n", "gs = gridspec.GridSpec(2, 2)\n", "\n", "\n", "fig = plt.figure(figsize=(12, 12))\n", "gs = gridspec.GridSpec(2, 2)\n", " \n", "ax1 = fig.add_subplot(gs[0,:])\n", "setBwStyles(ax1)\n", "for simulator in simulators:\n", " plot_solution(simulator, reference_nx, simulator.__name__, marker=' ')\n", "for box_x, box_y in boxes:\n", " x = np.kron(box_x, np.ones((2)))\n", " y = np.hstack((box_y, box_y[::-1]))\n", " fig.gca().fill(x, y, fill=True, linestyle='-', color='gray', alpha=0.5)\n", "plt.title(\"Comparison of reference solutions\")\n", "plt.legend()\n", "\n", "ax2 = fig.add_subplot(gs[1,0])\n", "setBwStyles(ax2)\n", "for simulator in simulators:\n", " plot_solution(simulator, reference_nx, simulator.__name__, marker=' ')\n", "plt.xlim([44, 49])\n", "plt.ylim([0.53, 0.531])\n", "\n", "ax3 = fig.add_subplot(gs[1,1])\n", "setBwStyles(ax3)\n", "setBwStyles(ax2)\n", "for simulator in simulators:\n", " plot_solution(simulator, reference_nx, simulator.__name__, marker=' ')\n", "plt.xlim([54, 56.5])\n", "plt.ylim([0.566, 0.57])\n", " \n", "save_figure(fig, 'reference_solutions')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 1 }