{ "cells": [ { "cell_type": "markdown", "id": "a74d7a97", "metadata": {}, "source": [ "# Example: Evaporation and Condensation of Multiple Chemical Species\n", "\n", "In this notebook, we will go over how the evaporation and condensation of the components that are active in gas and dust work:\n", "First, we set up the simulation with an active component as described in the previous chapter:" ] }, { "cell_type": "code", "execution_count": 1, "id": "e7951fd4", "metadata": {}, "outputs": [], "source": [ "from tripodpy import Simulation\n", "import numpy as np\n", "import dustpy.constants as c\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "id": "20311735", "metadata": {}, "outputs": [], "source": [ "sim = Simulation()\n", "sim.ini.grid.Nr = 500\n", "sim.initialize()" ] }, { "cell_type": "markdown", "id": "14fe0cd0", "metadata": {}, "source": [ "we prepared a textfile with some example Species to get you started with an example disk, it contains most of the necesary parameters to have a disk with coposition which are:\n", "\n", "- Species \n", "name of the element/molecule being tracked\n", "\n", "- Abundance \n", "Abuncance relative to the total gas content\n", "\n", "- nu_des\n", "The attempt frequency if set to -1 we assume that the component is only present in the gas\n", "\n", "- T_bind \n", "The binding energy (in Kelvin)\n", "\n", "- mu \n", "Mean moleculat weight of the molecule\n", "\n", "Further parameters that you need to set but are not part of the file as they are:\n", "\n", "- rhos\n", "bulk density of the componets when part of the dust" ] }, { "cell_type": "code", "execution_count": 3, "id": "370b8121", "metadata": {}, "outputs": [], "source": [ "data = np.genfromtxt(\n", " 'chem.txt',\n", " dtype=None, # Automatically determine data types\n", " names=True, # Use first non-skipped line as column names\n", " encoding='utf-8', # Handle text encoding\n", " usecols=(0, 1, 2, 3, 4, 5), # Specify columns to read\n", " comments='#' # Skip lines starting with #\n", ")" ] }, { "cell_type": "code", "execution_count": 4, "id": "dc48ad50", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "# Species Abundance nu_des T_bind mu p_stick Ref\n", "H2O 1.6e-4 4.0e13 5800 16 1.0 Fraser_2001\n", "CO2 4.0e-5 1.0e13 2700 44 1.0 Sandford_1990\n", "CO 8.0e-5 7.0e11 1180 28 1.0 Fayolle_2016\n", "CH4 0.0e-0 -1 1250 16 1.0 Penteado_2017\n", "C2H6 1.5e-5 6.0e16 2500 30 1.0 Behmard_2019\n", "CH3OH 0.0e-0 -1 4930 32 1.0 Penteado_2017\n", "N2 3.0e-5 8.0e11 1050 28 1.0 Fayolle_2016\n", "NH3 7.0e-6 1.0e13 3800 17 1.0 Suhasaria_2015\n", "He 9.5e-2 -1 100 4 1.0 Penteado_2017\n", "Ar 2.5e-6 6.0e11 870 40 1.0 Smith_2016\n", "Kr 1.8e-9 1.2e14 1380 83 1.0 Smith_2016\n", "Xe 1.7e-10 4.6e14 1970 131 1.0 Smith_2016\n", "H2S 1.4e-6 -1 2290 34 1.0 Penteado_2017\n", "SO2 6.5e-6 -1 3010 64 1.0 Penteado_2017\n", "FeS 6.5e-6 1.4e14 16040 87 1.0 Ferro_1989\n" ] } ], "source": [ "#print the text file\n", "with open('chem.txt', 'r', encoding='utf-8') as f:\n", " print(f.read())" ] }, { "cell_type": "markdown", "id": "9f4e3828", "metadata": {}, "source": [ "the additional Species can then be added in the folowing way:" ] }, { "cell_type": "code", "execution_count": 5, "id": "f77cd85c", "metadata": {}, "outputs": [], "source": [ "# Initialize residual gas surface density to total gas surface density\n", "Sig_residual = sim.gas.Sigma.copy()\n", "frac_h = 0.9118\n", "sim.gas.mu = np.ones_like(sim.gas.mu)*(frac_h * c.m_p + (1 - frac_h) * 4 * c.m_p) / ( 0.5 * frac_h + (1 - frac_h)) # Initial mean molecular weight\n", "\n", "mHe = (2 * sim.gas.mu/c.m_p - 4) / (4 - sim.gas.mu/c.m_p) # drift composition calculation -> molecular vs atomic (H) He mass fraction \n", "for element in data:\n", " # component that only has gas phase\n", " mass_frac = element['Abundance'] * element['mu'] / (frac_h + 4*(1-frac_h)) #mass fraction relative to the approximate atomic mean mass in the disc\n", "\n", "\n", " if element[\"nu_des\"] <= 0:\n", " sim.addcomponent(\n", " element['Species'],\n", " sim.gas.Sigma*mass_frac,\n", " element['mu']*c.m_p,\n", " dust_active=False,\n", " gas_active=True)\n", " Sig_residual -= sim.gas.Sigma*mass_frac\n", "\n", " # component that has both gas and dust phases\n", " else:\n", " # truncate the component where dust surface density floor is reached\n", " factor = np.where(sim.dust.Sigma[:,0] > sim.dust.SigmaFloor[:,0], 1.0, 0.0)\n", " sim.addcomponent(\n", " element['Species'],\n", " sim.gas.Sigma*mass_frac*factor,\n", " element['mu']*c.m_p,\n", " dust_active=True,\n", " gas_active=True,\n", " rhos=1.,\n", " dust_value = sim.dust.SigmaFloor.copy()\n", " )\n", " sim.components.__dict__[element[0]].gas.pars.nu = element['nu_des']\n", " sim.components.__dict__[element[0]].gas.pars.Tsub = element['T_bind']\n", "\n", " # Subtract assigned gas from residual gas surface density\n", " Sig_residual -= sim.gas.Sigma*mass_frac\n", "\n", "# Add the background silicate dust component\n", "sim.addcomponent(\"silicates\",\n", " sim.gas.SigmaFloor,\n", " 1.,\n", " dust_active=True,\n", " gas_active=False,\n", " rhos=3.5,\n", " dust_value = sim.dust.Sigma.copy())\n", "\n", "# Note that we have to subtract the assigned gas from the Default component and reassign it H2 like properties\n", "sim.components.Default.gas.Sigma = Sig_residual*2 # Assign remaining gas to Default component TODO: why factor 2?\n", "sim.components.Default.gas.pars.mu = 2*c.m_p # Ensure Default behaves Like is H2\n", "sim.update()" ] }, { "cell_type": "code", "execution_count": 6, "id": "dd6c084a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Group (components)\n", "------------------\n", " Ar : Group (Ar (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " C2H6 : Group (C2H6 (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " CH3OH : Group (CH3OH (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " CH4 : Group (CH4 (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " CO : Group (CO (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " CO2 : Group (CO2 (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " Default : Group (Default gas componentDefault (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " FeS : Group (FeS (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " H2O : Group (H2O (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " H2S : Group (H2S (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " He : Group (He (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " Kr : Group (Kr (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " N2 : Group (N2 (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " NH3 : Group (NH3 (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " silicates : Group (silicates (dust_tracer=False, gas_active=False, gas_tracer=False))\n", " SO2 : Group (SO2 (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " Xe : Group (Xe (dust_tracer=False, gas_active=True, gas_tracer=False))\n", " -----" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# you can check the components added in the simulation by running\n", "sim.components" ] }, { "cell_type": "markdown", "id": "655ef9af", "metadata": {}, "source": [ "Now lets plot the inital gas and dust surface densities of each component:" ] }, { "cell_type": "code", "execution_count": 7, "id": "b6bd8f9d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.title('Initial Gas Surface Densities of Different Components')\n", "for name, comp in sim.components.__dict__.items():\n", " if(name.startswith(\"_\")):\n", " continue\n", " if comp.gas._active:\n", " plt.loglog(sim.grid.r/c.au, comp.gas.Sigma, label=name)\n", "\n", "plt.xlabel('Radius (au)')\n", "plt.ylabel('Gas Surface Density (g/cm²)')\n", "plt.legend(loc='center left', bbox_to_anchor=(1, 0.5))\n", "plt.subplots_adjust(right=0.75)\n", "plt.ylim(1e-6, 1e3)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 8, "id": "0ad89e92", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.title('Initial Dust Surface Densities of Different Components')\n", "for name, comp in sim.components.__dict__.items():\n", " if(name.startswith(\"_\")):\n", " continue\n", " if comp.dust._active:\n", " plt.loglog(sim.grid.r, comp.dust.Sigma.sum(-1), label=name)\n", "plt.legend(loc='center left', bbox_to_anchor=(1, 0.5))\n", "plt.subplots_adjust(right=0.75)\n", "plt.ylim(1e-9, 1e3)\n", "plt.xlabel('Radius (au)')\n", "plt.ylabel('Dust Surface Density (g/cm²)')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e9c097aa", "metadata": {}, "source": [ "as we can see we initalized the gas and dust surface densities according to the chem.txt file with all the components being fully in the gas phase at t=0.\n", "\n", "Now lets run the simulation and check how the components evolve by condensing onto the grains" ] }, { "cell_type": "code", "execution_count": 9, "id": "a623e44c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "tripodpy v1.0.0\n", "\n", "Creating data directory 6_data.\n", "Writing file \u001b[94m6_data/data0000.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0001.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0002.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0003.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0004.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0005.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0006.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0007.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0008.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0009.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0010.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0011.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0012.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0013.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0014.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0015.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0016.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0017.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0018.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0019.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Writing file \u001b[94m6_data/data0020.hdf5\u001b[0m\n", "Writing dump file \u001b[94m6_data/frame.dmp\u001b[0m\n", "Execution time: \u001b[94m0:07:47\u001b[0m\n" ] } ], "source": [ "sim.writer.datadir = \"6_data\"\n", "sim.run()" ] }, { "cell_type": "code", "execution_count": 10, "id": "bad67836", "metadata": {}, "outputs": [ { "data": { "image/png": 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TmO2h1kvlHM6sC1vAVVCLxdssX3EbunfvLtrcmV3h/zAA5GdTFLjNbBqgkJmZJ1oRqOwmngXvz9fITAMDZ74/+dlf8D1m6zsDQb6X1MIwMGVAyveSWRq27fPzZeaCJ3+VUzczbgz8+T8FUdh9V7XNhMEoH5PvHUuDBY3iYTChGgekarPntlITxEX1HhX2c+FnypIjv5eqESssSfLigUHTgAED8DLwPabOiMJx7pd8bxnQ0Wmc6/lc/D5x+1ia42vndnO/Y7DFiyBV5vd5UBvH7yWz27QaYeaZFzc8PvB7I5FoFKXd1icpO3h7eytnzZolzA1p4GhiYqKsVauWcubMmcqrV6/mMXIcNGiQaG9mmziNH4OCgnJYAKSkpAgzPbaws1WfLen8PT/jvNzQoG/y5Mni+WmASNM9btdrr72mfPz4cY77slWarf7cDj7P8OHDRSt9QXYE+bVEF2RHcPv2bWHYyW2gsSXb4WmgmJ8FAg0aVe8J3z+aeH744Yc57sNtpz0DDTUNDAyEaWOXLl2Uf/3113PfE1WrNxfaIVSsWFFZp04dsU1sOS8IPjbNCPl58v2pV6+esHfg55X9sfOzGaA5KBcVn3/+ubJ58+biNar2jy+++CKHTUR+dgR3794Vlg38n8IYYB49elS0u/Mz5XtJg0aaXV68eFH8nZYOfB/5/NyveL8WLVooN27c+Nz3sTD7rorPPvtMGGyybf951gQqa4z8Fr6/Rf1caLkwduxYsd/TCJTWEPy8Fy5cmMeW43kUtH/zcRYtWiQel49vZWUltumTTz7JYbi5c+dOZf369cVnUaVKFfE/NMXM/Z4UtB8dPnxYOWDAAKWTk5P4LvMnbUHu3btXpNchkZQF5Kw6iUQikUgkkkIiNU4SiUQikUgkhUTrAycKLVmnpxCRPjv5CSElEolEIpFICoPWl+oodmTXBrvG2CXC4ImCVvqgSCQSiUQikRQFrc84sZWWQRNhAMU4UctjRYlEIpFIJOU1cGILK9tg2cJMf5rsE7tVcIYaW9SNjY1FizONHHOX69gOz9ZXugWrJp1LJBKJRCKRaFXgxPIag57sA2azQ1+f//3vf2L8Bv1weF+a6GWfs0QPFTrkqjyJ8jN5lEgkEolEItEqjRMzTjS5GzhwYNY6Zpg4w4xGc4Rzkzh2ggaK7733Xp7H4NgPzkcqyPiP5bzsTrZ8PBoTUhNVXCMYJBKJRKJ98PRKI2BWTGgiLNEONNo5nG7Sly5dwvvvv5+1jjsn5x6dOXNG3GZ2iRonjmKgsy9Lf7NmzSrwMenmyzlWEolEIpGoA39//6zJCxLNR6MDJw66ZNecg4NDjvW8zbEBqmGvHIGhEoUzE8WJ4AXBIIylPxUMtjjYkjs+xzW8KOsv+KGekwVqO1V8ZuaKGS6Oa1i5cqWYQK/KfnGkRO/evTFlyhQx8kIikUgkZZvY2FhRAeGFu0R70OjAqTA0b948a1ZYYTAyMhILNVVcGJgRBk0vGjg9jk3GV4ceIUMJ1KpkjhHNXDGwoTOszAzzvT/nOXFh0LZ+/XosXbpUzHdTTSfv37//C22HRCKRSEoeKfPQLjRa48RSHctwHDKaXfc0YcIE0UnHjI06rhgsLCxEEPOigZNfRCK+O+iFfTdDkJqeIdYZ6umiWx0HDG/qirbuttDTfbZ+6saNG2Ia+cSJE1G/fn2x7sSJE5g/f77IQg0ZMqTA4aMSiUQiKXkKc/5glYHnMknpwkHbtC/S+sBJJQ5nVkk1lZw7IbMynESenzi8sGTPOHES+8sETipiEtOw81ogNlz0x83A2Kz1ThbGGNrEBUObuMLNJtNzqjAwiFqxYoX4nalgTlGfPHmyeD/kFY5EIpGU7cCJARO7vXnekpQ+7MCvVKnSc8+fZT5wio+Ph7e3t/i9UaNG+P7779GpUydYW1uLAIl2BMww/fnnnyJgWLx4MTZu3Cg0Trm1T6WVccqPW0Ex2HQxANuvBiI6MS1rfevqNiIL1bNuJRgbPDv6pe6KWqh//vkHPj4+Wevr1KkjAigGj4aG+ZcDJRKJRFK8POv8wVOvn58f0tLSZNddKcPPIjExUdgYMXhydHTU7MDpv//+E4FSbhgsLV++XPxOK4JvvvkGISEhYibdTz/9JDJR6qC4AicVyWkKHLrzGBsu+OOkdzhUn4a5sT4GNHQSQVQ9Z4vnCsrZLUgtFMuWycnJqFatGu7fvy9bYCUSiaSUeNb5gwETkwK0KuB9JKVPRESECJ5q1KjxzLJdmQ+cSoviKNU9j8DoJGy5FICNF/0REJWUtZ6CcgZQAxs5w7oAQbkKlaDcxMQE48ePF+vYmdemTRshKmcmSrbFSiQSSekGTrzAZZmOUy94vJaUPklJSfD19UXVqlXFJJKCkIFTKWec8iMjQ4mzPhFCC5VdUG6gp4NutTMF5e087J4rKFfB0uWIESOyfK569eqFadOmCXsDCuIkEolEUjqB0/NO0pKSo7CfiQycymDglEdQfj0IGy/440ZgTNZ6xyeC8mGFEJQzit6yZQuWLFkiSnoqKIKbNGmS8LZ6Xk1XIpFIJEVDBk6ahQycNLBU9zxuB8WKMl5uQXnLatbCG6pnHUeYGD5bUO7l5SW0UNSHhYWFZT7u7dvw9PQs9u2XSCSS8oQMnDQLGThpScYpP1LSFTh0O1SU8k7cD3sqKDfSR/8ngvL6Ls8WlLMNdteuXWI0zbfffpu1XtWJN3XqVNSuXbskXo5EIpFoJTJwej5//fUXPvvsMwQGBoqu+TfeeAMvi0qndOXKFdEwVlhk4KTFgVN2gqKTsPlSADZd8od/ZE5B+bCmrhhUCEF59hE2zs7OWWZsrVu3FlqoYcOGSXNNiUQiKSLaGjhNzOYhyHFgtAeiMTO9BPm3wg405vtja2srAiaaOPO9oqm1ugMnVXd+VFSUsBsoiMJ+JnJccwGwTMeMS7NmzVCWcbI0wZwuHjj2ViesndYCAxs6wUhfF3dD4vDZ7ttosfAQXllzCf95hULBmS/PwMrKClu3bhUGo2zFPH36tNBAsV2Wg5HpXi6RSCQSSc+ePREcHCyClH379onA5PXXX0ffvn2Rnp5eqDdI5WPFEWPU2aojaCoJZOBUALNnzxbaH86I0wR0dXXQurotFo9shPMfdMVnA+uKcl2aQom9N0IwcdkFtP/6KBYfuidsD/KDwRJ3YLqz01xz4cKFwg+KVwV//PEHDhw4UOKvSyKRSMqNCWNqeqksL+JKZGRkJBqMWKVo3Lgx5s2bJ8acMYhSeSxy9BllH3Z2diLj1rlzZ1y7dk38jfepV6+e+J3nGUpLGIQ9ePAAAwYMEAbWFSpUEMmLQ4cO5Xhu3nf79u051jGTpHre7PAxVV6QTA7wf5kVexm0fshvecTCxADjWlYWy53gWGGuue1KoAiYFh+6jx8P30d7DzuMau6KLp4OMNDLGz8z+n///ffx7rvvijQnBeUqXyiVxcHevXtFKY8lPTniRSKRSF6cpDQFan9UOhentz/tAVPDlw8HOnfujAYNGojKBQMmyjzoUcVgimU4Tvjo0qWLaLiiRY6rqyu6du2K8+fPi98ZYN28eVNY5XzxxRciOON0jH79+onGJk4LKSp8XHaVsxTIx2AA97K+WTJw0nI8HSvi4/518F6vWjhwKwTrz/vjjE8Ejt0LE4ttBUMMaeKCEU1dUc2uQp7/Z62aXwYu2aFbO4cMs87Njjx+SRhYsV4tkUgkkvJJrVq1cP36dZw8eVIERHTiZgBE2IjETBEnXEyfPh02NjZiPQMmZq8IAy8uKigcZxVk586donmpqLCSQg0Wsbe3f6bGqbDIwKmcwLl3Axo6i8U3PEF05HFWXnh8Cv485iOWFlWtMbK5K3rVdXzunLxFixbh77//Fi7ld+7cwdy5c8VQ5UGDBokvBK8qJBKJRFI4TAz0ROantJ5bXSiVSlGBYEmOs2ZVwVF2X0GW4wqC//Pxxx9jz549QkNFvRT/h3qosoIMnArh46RtVLE1w7s9a+F/3WrgyN1QUcqjePzcw0ixLNhxS3TjjWjmhtpO+XcStmrVSiw//PAD1q1bJ4KoixcvihIerzBk4CSRSCSFh8GGOsplpc2dO3dEVxoDIEo+KPXIzbOyPm+99RYOHjwoslPu7u6irDZ06NCsbm/Ve5Vbl0WReUmh+Z9SMYrDuajaSbURapt61KkkluCYJJGBYhBFLdSKM4/E0sDFQgRQ9IeqYJR3d2G9eMaMGWK5evWqCKCyl/UeP34s/jZlyhQx6oWtqxKJRCLRPo4cOSK6r998800xEzUkJEQc8zmPr7CcOnVKiLdZvSAMwCjwzg5Le8xGqeBA+8TExAIfk96ERF2JEHkWKyHOR8ejjrkJzJ4xcbk0cbTItDV4tZM7TnqHiwDq39shuBYQg2sBN/D5ntvoW99RBFGN3SzzFYPTL4Pap+xQA8VOCy60NaC9AfVQRfkiSSQSiaRskZKSIgIjBiO8QN6/fz++/PJLYUdAvSv1saxK0N7m66+/Ro0aNRAUFCRKcAyKmjZtmu/jenh4CHE5BeE8z3z44YfIyMic16qCF+c81/Dx+fxsYnrW3NXKlSuLx9q9e7cQnjOLxY69F0XaEZQA8ekKjLzugwanbuGtu/64FJPwQu2fJWVr0L6GHX4d0xhn3u+CD3p7opqdGRJTFdh4MQBDfj+NHouPY+nJh4hKeJo6LQh+aah/omicXxp2SrD1lLYHFPsV1u9DIpFIJGWH/fv3i1IcL4Lp6XT06FH89NNP4iKZgmwGKuy8bt++vbhgZuA0cuRIPHr0SFgNFATNMGkbwG5tBk89evQQdgfZ+e6770S3XLt27TB69GhR3nuWBxQtEz755BOhw+Vzv4jIPDtyyG8JOIffik/ClJsP4Zv0NNCoYWqMUY7WGFrJCnaGBUfKZQEGeRcfRYmOvD03gpCclhn9G7LUV7cSRjZzRatqNiLoKgjWp/mFor2+ypODnRa02c8tHpRIJBJtQFudw7UVOXKljI1cyVAqcTY6AWuDI7AnLBpJT1y89XWA7jYWGOlojc7WFaH/jOCjLBCTlIad14Kw/rwfbgXFZq13szYVg4aHNnGBQ8VnHwS8vb2FnwfFfIsXL85aTwO1jh07Cl+Pwlr2SyQSSVlFBk6ahQyc1NhVR7Mudc6qi01XYEdoFNYGReJK3FNBm4OhPoZXshZBVHXTsn8FcjMwBuvO+2Hn1SDEpWSW3PR0ddCppr3IQnWsaQf9fMw184OCQs46IizlUVDO9C5FgBKJRKKJyMBJs5CBk4YM+b0Tn4T1wZHY9DgSkWlPFf8tLcxEANXPzhJm+mVTUK6Clv17rgcLQTlLeiocKhoJY80Rzd3gbPlsp1Z6dLBuTTE532tCsR/dXmfOnCnq5NKdXCKRaBIycNIsZOCkIYGTitSMDByMiBVZqKORsVD1EJjp6WKgvSVGOdqgSUXTMh88eIfGCS3UlssBiErM9NVg9ZFZqNEt3NCxpr3IShUEW0o3bNggZuPRdVYFheQUCkokEommIAMnzUIGThoWOGUnOCUVG4OjsC4kIoeg3MPUSARQwzRAUJ6SrsC/tx5j7Tk/MeJFhZOFsbA0oB6qksWzy5GXL18WWqjDhw+LgcsqLw62s7JLr3nz5mU+kJRIJOUXGThpFjJw0uDAKXs329mYTEH57tCcgvJuNhaiK08TBOUPwuKx7pwfNl8OQPSTLBSzTl1qZWahOHD4WR151JmxvVX1e/Xq1UVLK32jqIUaM2YMzM3NS+z1SCQSSWGQgZNmIQMnLQicshOXrsD20CisC47E5dingnL7bIJy9zIuKE9OU2D/zRCRhTrvG5m13sXKBKOau2FYUxfYmz/7NURHR+ONN94Q5Tzu5IRGZmPHjhVO73Xr1i321yGRSCSFQQZOmoUMnLQscMrO3YQkEUBtDolCRNpTA8kWTwTl/TVAUH7/cRzWnPPD1ssBiE3OfA3MnHWv44DRzSujdfVn+0JFRkZi5cqVQgvl5eWVY5L2/PnzS+Q1SCQSybOQgZNmIQMnLQ6ccgvKGUQdicgpKB9gb4nRGiAoT0pVYM+NYKw99wiX/aKz1le2Mc3MQjVxgU0Fo2eWMzlEktYR27dvx8mTJ9GyZUvxN5pr8rVz1ItEIpGUNDJw0ixk4FSGfZyKg5CUNGwMicS64Ag8zCUoH+log+EaICi/GxIrynjbLgdm+UKp3MlHN3dDy2rWzwwCOTeJdvqq+8yaNUsMHeZcJJbxpKWBRCIpSWTgpJ2Bk7RnLgCeaNnJdeHCBWgClYwMMKeyA0638MS2Ru4iUDLR1cX9xBR89iAIjU7fEmNfmJlSlNE5ebUqVcSnA+ri3AddsGhIPTRwsUCqIgO7rgVh1JKz6PL9Mfx9wgfRifnPyKtUqVJW0MRMFAXknIW3adMm4UhOg83ff/8dcXFxJfzKJBKJRHuYOHGimEOaG2b/eQymFpW/DxgwQMyzMzMzE808a9asyVd2Qd0qB/Gyc5oVgsmTJwtvv7KKDJy0DO60rSwr4CfPyrjepg6+q+mKxhVNka4E9oTFYPR1HzQ/cxvfPgxBQPLzh/SWBqaG+sKyYMerbbH7tbai887MUA8+YQn4fM8dNF94GP/bcBWX/aIKHJasGjB59epVTJ8+XQyAvHnzJl555RUx8PHjjz8u8dclkUgk5YXTp0+Li9UtW7bg+vXrYhLE+PHjsXv37hxBE6UVnF9KvSrHca1fv178bNasGXx8fFAWkUN+NVjjVFSH8jXBEUJQHp2e6VDO3ExHa3OMdbIR8/IMyrCtQXxKOnZcDRSlvOwz8uo4VcT4VpXRv4EzTAwLFsTzCoiu5L/99psovX7wwQf4/PPPxd8yMjLEoq+vXyKvRSKRlA+KVKrjRWDa047pEsXAlFebRco4RUdHC11pdphl6tSpE6KiomBpaZnn//r06SPkFP/880+WnGLVqlUiUGLFQEVSUhI8PDxQr1497Nu3D2WtVCfPFOUEzwom+NzDBfOrOWFfeAxWB0XgVHQ8jkbGicXWQB8jHK0xuozOyatgpI8xLSoLrdP1gBisOvtIlPAYRL275Qa+2HMHw5q6YkwLN1Szq5Dn//klfv311/Haa68JQ806depk/Y1fTH6B6Qk1depU8cWWSCSSEoVB08JSamSZFwQYmhX708TExMDT01P8zotVZpfow5c9aCImJiaiOsAOaWalrK2tUZaQpbpyhrGeLgY5WGFLI3ecaeGJ19zsYWeoj/C0dPzqF4o25+5i0JX72BwSiSSFqk+v7MASXANXS3w7rAHOvt8F83rXgpu1qbA0WHryITp/dwzjlp7Dv7dCoHhiGJodXV1ddOvWLUenHa94/P39xZfUzc0NEyZMEK7lEolEIsmf3bt3Cw+97EuvXr0KfLs2btwoNMMs2ZGwsDCRtVIFUrnhekoxmI0qa8iMUzmmqqkRPqjuhHeqOuJQRAzWPLE1OBOdIJYP7gdiiIMVxjjZoE6FZw/pLQ2szAwxvX11TG1bDcfuh2H1mUc44hWKE/fDxcLBwtRHDW/qCjvzgi0Nli9fLlLIv/zyi5iPR38oLm3bthVZqsGDB4uASyKRSIq1XMbMT2k9dxHp1KmTaLbJzrlz54QZcW6OHj0qAqYlS5bkyPaTgnSqZRkZOEmEtqmXnaVYgpJTsT4kUox5CUhOwz+B4WJpYG4itFAD7a1gXsbMNWmUySHCXPwjE4Wx5oYLfgiMTsI3B7yw+NA99K7niHEtK6NJZas8lgasZY8bN04s/OL/9NNP4uqInlDUKAwZMqTUXptEIikn8LhUAuUydWFmZgZ3d/cc6wICAvLc79ixY2JA+w8//CDE4Srs7OyEhOLOnTv5Pj7X81id+znKAlp/Gc0SDFvRa9euLRT+bE2XFIyTsSH+V6USzresjfUNqqGfnSUMdHRwLS4Jb3sFoMHpW3jzrh8uxiSUySsFV2tTvNerFs683wXfD2+Ahq6WSFMoseNqEIb+cQa9fzopBOaJqU8d17PTokUL0TJLKwOW7igiVwVatDGYM2eOsKmQSCQSybOhWJzZ/EWLFonu5uwwiz98+HCsXbtWePBlh+JwNvL06NGjzOmbykVXXXBwMB4/fiw8JPjhNGnSRHRVMVouT111L0NYaproxmMWir5QKmqaGWOMozWGVrKGtUHZTV7eEGJyXxE8paRn6rbMjfQxpIkLxrasDHf7vGLy/GApj+JyQp0Uy3is6csynkQiKU8GmBML0VV35coV9O3bVxwnecGpgl5NqmAoIiJCXKxSDP7111+LWaN8T3jRylFaZ86cQbVq1UrsdUkDzCfQfItBE6Fy39bWVqj0JYWHjuOz3OxxvHkt7Mgy19SBV0IyPvIOQsNTtzDzli9ORMYhowzG4fVcLPD10AY4N68L5vfxRBUbU+FMvvy0L7p+fwxj/z6HQ7cf5ysmzw59RehCzkDp4MGD4qBQq1Yt/Pzzz9JUUyKRSLJB+5fExER8+eWX4jysWqgZVWFjY4OzZ8+KYItdzdWrVxdZKP6kkLwkgyatyjgdP34c33zzDS5duiSyR9u2bcvjWMrRKLwPM0oNGjQQJ7LmzZvneSw+BjumaIRYWGTGKX9i0tKxLTQaa4IicCM+KWt9ZWNDMSOP1gZ0My+LZGQoccI7HKsoJr/7GKp4id159ISirYGFScHbzisi7nMc58IrScJaPct75TUrKZFIyk/GSVvRmoxTQkKCCIZ4osqPDRs24H//+x8WLFggWsh5X9ZFQ0NDc9yPWSYK0/76668S2nLtxsJAHxOdbXGwWU3827QGxjvZwFxPF4+SU/Hlw2A0OXMLE2744GB4TJkb8UIxeYcadvh7QlMcf6cTZnSoJgIlv8hE4Uze6svD+HD7TXiHxuf7//xSffvtt0IIyf2yZs2a4oop+4GRXz6JRCKRaB9lPuOUHYp0c2ecWB9lCYX6E5Wplqurq9CivPfee2JdSkqK0KRMmzZNdE49C96XS/YrBj5eedY4FZYEhQK7Q2lrEIHzMQlZ652NDISlATNRZTULlZSqwLYrgVh++iHuPX4aMLXzsMWkNlXQsYa9CLjyg/sc9w8rKytxm2MC6HrboUMHvPXWW+jZs6fUQUkk5RCZcdIstCbj9CxSU1NF+a1r165Z66g/4W2KygjjQgrZOnfu/NygibAey9SqamHQJCkcZnp6okS3s7GH0EPNcLGDpb4eAlPS8PXDEJGFmnzjIY5GxJY5LRTHtdDz6cAb7bF2agt0q+0guoPpBzV5+UV0/u4/LDv1EHHJaXn+l/ucKmgitDHgOnqXsKOEYwOWLVuWIyCXSCQSiWai0YFTeHg4FApFnhEZvK1qbzx16pQo51H9T5E4lxs3bhT4mO+//77IHqgW2hlIik4NM2N84uGMK63r4GdPNzS3MINCCewNj8Go6z5odfYOfn70WHTslbWsZmt3WywZ3xTH3+6Eae2qwtxYH74Rifhk1220XHgYH++8BZ+w/Mt4hCVhZp3mzp0Lc3NzYV/Aad+8ivnqq68QH1/w/0okEomkbKPRpbqgoCAx6Z5TmFu1apV1v3feeUeYbtHM8EWhdoULAzPaF8hS3ctzNyEJqwIjsOlxJGKf2ALQI6qnrYXQSLWxqgDdIgyaLCkSUtKflPF8c+ieOta0w8TWVdDew67AMh73G+rqfvzxRwQGBoosJoNxBlQSiUS7kaU67SzVaXTgxFKdqakpNm/enEP3xM45ekzs2LHjpZ9TdtWpn0RFBnaGRmFVUAQuxT6dBl7NxEi4k4+oZA0bw7LnC8WvyinvCFGy42gX1Tenmp0ZprStiiGNXWBskL+rOvdVZj65P82ePTvr8ZjhZPtt48aNS/KlSCSSEkAGTppFudA40UiLhpacdp9dqMvb2TNQLwKzTXQbp/Bcol5M9XQx0tEGe5rUwOFmNTHByQYV9HThk5SCTx8EodHpW5h1yxeno+LLlDs5A/e2HrZYOrEZjs7tiMltqgojTZ+wBHyw7SZaf3UE3//rhbC4lHz3VWrsVEETOXLkiHDU5T5MDd6+ffvK1OuVSCQSiQZmnKgHUU1HbtSoEb7//nvR+k3nUU6y51U8M0x//vmn8G5avHixmDN29+7dPNqnF0FmnEqGhHQFtodGY2VQuBjvosLD1AjjnGwwrJI1rMqgO3l8Sjo2XvDHP6ceIiAqc7sN9XQxsJETprarhhoOBZfkuI9+8cUXWL9+PdLTM0fAcAAmtVGjR4+GkVHBg4klEknZR2acNAutKdWpLNxzw2CJU+0JrQhUBpgUf3NIK20K1IEMnEqea3GJQgu1NTRKlPWIsa4O+tpZCi1UMwuzPIN6S5t0RQb+vf0YS0744IpfdNZ6+kVNbVcVbd1tC9xmap6ogaIWivPwCB12T5w4IRx0JRKJZiIDJ81CawKn0kKKw0ufuHQFtj7O1ELdzOZOXsvMWARQzEKZ6+evKSpNLj2KxN8nHuLArZAsV/JalcyFDqp/QycYFbDN2YXk9Ayjw71qDh6bFPT0yt5rlUgk5TNwCgkJERnzPXv2iMYXe3t7kbh444030KVLF3EfNm59/vnnwh6Ig3vpbzdp0iQxv051PPP19cVnn30mpAt8TCcnJ4wdO1YMWKfEoSSRgZOakBmn0oex/ZW4RKwMjMCO0CgkPYlGqJUa6mCFSc628KxggrKGX0SiKOFtvOiPxFSFWGdnboQJrSpjTIvKsDIzLFBI7ufnB3d3d3GbBxx6QXHGE13yOXNRIpGUfbQ1cPL19UWbNm3EqKlPP/1UHJ/S0tJw4MABcfFHGQIbudj4wkDplVdeEfc9dOiQ6HpnYEVJDbPw+/fvF5KbUaNGiWMeLxhVZtWc0FCSyMBJTcjAqezNyNv8OArLA8NxP/GpCLulhZkYAdPbzgKGT7I0ZYWYpDSsO++H5ad8ERKbLNaZGOhhRDNXUcZzsTJ95v+vXLlSlKYJdU9TpkzB22+/jSpVqpTI9kskkhdDWwOn3r174/r16/Dy8oKZmVmOv7Gj3cDAAJUrVxbTE7Zs2ZLj77t27UL//v2FtnPEiBH5Pj6lN7///rvwwytJZOD0kshSXdnPQp2OjseywHDsE/PwMtfbGepjrKONEJQ7GZdsmvd5pCkysOd6sNBB3QqKFev0dHXQr74jZnSoDk/HigW+1r1794q0uMoRn2nuMWPGiLFCnp6eJfo6JBKJ+gMnfs+T0p9KEkoSE32TQutGIyMjYWtrK45HtFPJD2abmCHP7bGogvM9edyiMXV+zJ8/X2SiLl68iJJEBk5qQmacyj4hKWlYFRSO1UEReJya2Z2mpwP0sLEQWah2VhXKlJhc5Qf1x7EHOOkdnkNIPrNDdbSsZp3v9vL/aOy6cOFCHDx4UKyjBoppczkaSCLR7MApMS0RLdaqp6mpqJwbfQ6mBs/OfKs4f/68aL7aunUrBg0alO99aLPCi7qoqChRosvNgAEDcP/+fTFVITfsoqdFC8t0LNmVxcCp7PV3SyRFhIOD367qiDcqV8L+8BiRhWI2iuNduLibGmGCky2GV7KCRRmwNFD5QXG5ERCDP44/wL4bwTh2L0wsDVwtMatDNXSvXSmHIzn/r2PHjmLhwYtzFUn2oIlu+hRXSiQSSXGgLEI/WVF7zygy51D0YcOGlXjQVBRK/ywikagJA5a97C3F4pWQLHRQm0Ii4Z2Ygg+9A7HQJxhDHKww0dkGdc0Ld3VV3NRzscCvoxvjUUSCKOFtuhiAa/7RmLn6MqrZmmF6+2oY1Ng5TycePcuYDqcgUwUF5exa6dWrFxYsWCB8zyQSiWbAchkzP6X13IXFw8NDXMRRAF4QNWrUED/v3LmD1q1b5/k719NgOju86KP1EO9PgXlZRtoRFIDUOGkH8ekKbHkcJbJQdxMyhdmkWUWKyW3Q194SRmVITB4enyJE5CvP+CI2OT2rE48u5WNbusHc2KDA/122bJkQjquu8pgOlwGURFJ6aKs4vFevXrhx48YzxeE0qGZ2PLc4fOfOneLYlF0czkwTgyaW6FavXl1q1itS46QmpMZJO2AwcS4mQQRQe8Kikf4kg2xjoC/m400oY2JyOpKvP+8n/KBUnXgVjfUxqU1VTGpTBZam+W8rrwLpibJu3bqsAIpzHD/66COZgZJIShhtDZx8fHyEHQEneNCOoH79+mL6AbWX7IZjRokzZEeOHInJkyfj1VdfFa+f49DYEZzdjoBBEwMsduGtWLEiR9BU0tYrMnBSEzJw0j5CU9KwOjhCGGsGp6Rlicn72FliqrNtmXImT03PwM5rQfj9P288CEsQ68wM9TCuVRVhZWBbwahQAZS5ubk4QPGnRCIpGbQ1cCLBwcGis2737t3idzs7O5ExevPNN0UgRDj9QNUNzNerMsCkSaYqQOIEEK7Lj5L255aBk5qQgZP2kp6hxIGIGCwNyBSTq6hfwQRTXOww0KHslPEU3NZbIfj5iDfuBGdaGRgb6GJ088pCB1XJIv8DL6/86NzLgzN/Zh/zIjvxJJLiRZsDJ21EBk4vidQ4lS9uxyfh74AwMeIl+Ykzua2BvvCDmuBsKzr3ygK8Ajt8JxQ/H/UWInLVUOFhTV2ElYGrtWmB/6fKonH+Y9euXcVVHkt4MoCSSIoHGThpFjJwUhMy41S+iEhNx9rgCKGFCnpSxtPXAfqxjOdihyYWOYWQpQUDIXpAMQN1/mGkWKevq4OBjZwxu5M7qtoWvJ00l2P6nHAWFMch0MiOs6YkEon6kIGTZiEDJzUhA6fyW8ajI/nSgDCcjcnUFpFG5qaY6mIrLA/KymiXcz4R+OWoN07czzTTpPXTgIbOeL2LB6oUEEBRczBv3jyRfSLsjKE2Ye7cufka1kkkkqIjAyfNQgZOakIGTpLrcYlCB7XtcRRSn4gV7Q31Md7JFuOdbGBfRsp4V/2j8cuR+zh0JzRrnMvgRs6Y08Uj3xIes1YcuskASjXagOLOCxculBlxvESiycjASbOQgZOakIGTREVYahrWBEVgeWAEQlIzy3gGOjoYYG+Jma52ZcZUk27kiw/dw+G7oVklvGFNXfFqZ3c4W5rkG0BxZhRLeByTwKnkRKFQiJ+l5akikWg6MnDSLGTgpCZk4CTJTVqGUnhBUUx+MTYxa30bywoigOpiUxG6ZSBjc8UvCj8cuo/j98LEbQM9HYxs5iY0UPl14eUOlJYsWSKaJDipvFu3biW89RKJ5iMDJ81CBk4vieyqkxSGK7GJ+Ms/FDvDoqF4YjniYWqE6a52GOpgDRO90tdBXfSNxA+H7onBwsRQnzYGbnilU3XYm+ffBs0sVJ06dYSdAenRowe+/vprYXQnkUgKhwycNAsZOKkJmXGSFIaA5FQhJF8dFIE4RYZYZ22gh4nOtpjkbAs7w9LXQZ31icD3/97Ded/ILB+oCa2qYFbH6vk6kUdERAgTzd9++03MxKPuaeLEiWKds7NzKbwCiUSzkIGTZiEDJzUhAydJUYhLV2BdcAT+CghDQHKmDspIV0cMF2YWqpZZ4YdpFgfMJJ1+EIHv/vXCZb/orFEuMztWx6TWVWFimFfP9ODBA2FXsGnTJnHbxMREBFMMoiQSScHIwEk7A6fSryNIJFqEub4eprva42yL2virThU0rmiKlAwl1gZHouN5L4y69gDHIuNKfJSACmaN2rjbYsus1vhnYlPUqmQuhgl/vd8LHb45ijXnHiHtScZMRfXq1cVcKVoYcD5VUlJSnsnmEolEUl6QgZNEUgywk62/vSX2NPbArsYe6GNnAcrFj0bGYcS1B+hywQubQyKF0Ly0AqjOtRywZ047/DCiAVysTBAal4IPtt1E9x+OY8/14DzBXcuWLcXsqbNnz6J58+ZZ65cuXZplZyCRSMoHISEheO2111CtWjUYGRmJCQT9+vUTg3xVnD59Gr1794aVlZXI4NSrVw/ff/99ViOKpqKjLK1LXw1Bluok6sI3KQVL/MOwLiQSiU+yOi7GBpjpao9RjtYwK8W2/5R0Bdae88MvR7wRkZAq1tVztsC7PWuhrYftM6ekM/uUmpoqRrgsXLgQDg4OJbjlEknZRVtLdb6+viL7TLPcTz/9VARE1EEeOHAAf/31lxgyvm3bNgwfPlwcFzidgPelb9w777yDLl26iCx2WfOLkxonNSEDJ4m6iU5Lx/LAcCwJCEdEWnqWkJwi8snOdrAx1C+1Nz0+JR1Ljvvg7xM+SEjNvCps52GLeb094emY88Cvuup8++23sXr1anHb3NxczL+bM2eOGOcikZRntDVw6t27N65fvw4vLy8xdSA70dHRMDAwQOXKldGhQwds2bIlx9937dqF/v37Y/369RgxYgTKEjJwUhMycJIUF0mKDGwIicTvfqF4lJyZ5THR1cFoRxvMcLWDm4lRqb354fEpIvuUqXlSijEuw5u64n/da+RrYUD9E4MlVcmuRo0a+OWXX6T/k6RcU5TAicUfZVJSqWynjolJobM/kZGRsLW1FfMu2TSSH8w2DR48WJTqWrVqlefvNWvWhKenpzDe1cTAqfQubTXIx0kiKQ7o8US7gnFONtgdFo1fH4XienwSlgaGY3lQOAbYW+FVN3vUrlDynXi2FYzwcf86mNymKhbtv4s9N4Kx/oI/dl0Lwiud3DGlbVUYGzwtLfLgeO7cOaxYsUIcTO/du4cBAwbg0aNHsLOzK/Htl0g0DQZNXo2blMpz17x8CTqmhZt84O3tLYK8WrVqFXgffv8Jg6P84P+q7qOJSHF4AcyePRu3b98Wc7skkuJET4xtscKBpjWwsUF1tLeqIMw0tz6OQucLmZ14p6JKpxPPzcYUv45pjM0zW6GBi4Uo331zwAudv/0PO64G5tgmXV1doWdg+p7ZpwULFuQImqScUiLRfJRFOA5p63deZpwkkjICU+Xtrc3Fci0uEb/6hWJ3aLToxOPSrKIZ3qjigM7W5iUuqmxaxRrbXmmDndeCRAYqKCYZr6+/imWnfPFhX080qWyddV+WJn788ccc/3/y5Em8+eab+P3339G0adMS3XaJRBNguYyZn9J67sLi4eEhjj8UgBcES/WEkwdat26d5+9cr8mWJrKr7jlIjZOktDvxqIFaHxIp/KBI/QomIoDqaWtRKjPxklIVQjz++7EHSHwiIO/XwAnzeteCo0X+B+B27dqJ4IkH3FmzZgl9BLtsJBJtRlvF4b169cKNGzeeKQ53c3NDx44d84jDd+7cKcr4miwOl6U6iaQMU8XECItquuJ8y9qY5WoHUz1doYOafNMXnS54YdvjKChKOB1Od/HXunjgv7c6YkRTVzB2o/apy3fH8Pt/D5CantNAk9B1fMyYMSJ1T9dxahw2b95cotstkUjUw69P9L/0c2NgdP/+fZFF+umnn4TekcHUn3/+iR07dmD69OmiA48WBvR848SBoUOHCqsCTUVmnJ6DzDhJyhIRqen4OyBMLKqZeNVMjPBaZXsxVNiA7W8lzM3AGHy042bWCJdqtmZCWN6+Rl5R+JEjR4SnC69UCTtv2H3n6OhY4tstkRQ32ppxIsHBwSJzvHv3bvE79YxNmjQRJXlmmggNc3kfdt3y9bLMRx3kG2+8Ab1S9K0rCGlHoCZk4CQpi8SkpeOfwHD85R+GqHRFlpnma24OGFHJGsZ6JZtMzshQYtuVQHy5766wMiA961TC/L6ecLHK2a2TkpKCzz//HF999RXS09OxbNkyOfdOopVoc+CkjcjASU3IwElSlklIV2BFUAR+9w9FWGqmmWYlQwO8WtkeYx1tSjyAik1Ow+KD97HijC8UGUoYG+jilY7umN6+Wg77AnLt2jUsX75cjGBQid0ZSOnry54ViXYgAyfNQgZOakIGThJNMdNcExyB3/xCEZSSJtY5GRng9coOYpyLoW7JBlB3Q2KxYMctnHsYKW5XsTHFF4PqiQHDBcGr8hYtWggrEC60N5BINBkZOGkWUhyejUGDBokhgxSkSSTaaqY51cUOZ1p6YlENFzgaGYgA6t17AWh97g7WBkWU6EDhWpUqYv30lvhpVCM4VDSCb0Qixvx9Dv/beBWRT2bh5YYzrlQeUJ06dRJiUolEIilrvNAlHYf5+fv7i4Mc7dfLOq+//jpWrlxZ2pshkRQ7Rrq6mOBsizMtPPG5hzPsDfURkJyG/3n5o935O9gYEon0EgqgWH7r38AJh/7XARNaVRbdd1svB6LLd/9h86WAPOZ4c+fOFd067Mg5fvw46tevj3/++UdrTfQkEomWB05xcXHCvI5D+yhyq1KlirBTp5Kew/ymTZtWZl22qfDn8FGJpLxg/CQDda5lbXzi7gRbA334JqVizh0/dDh/V7iSl5SNgbmxAT4ZUBdbZ7VGrUrmiEpMw1ubrokM1MPwhKz7sTTHjju2LnPyOo85U6ZMwcCBA/H48eMS2VaJRCJRS+BE8SYDJXa/dO3aVQzmu3r1qpg1wzZDjlagqLN79+7o2bOn8HRQF7zy7NevH5ycnMQVbH5DAXmVyu1jZwI1EufPn1fb80skml7Cm+Fqj3OtPDG/miOsDfTwICkFr9x+hE7nvYQzeUlldBq5WWHXa23xXq9aQjR++kEEeiw+jp8P30faE2sFUq1aNRw7dgyLFi2CoaGhMMybP39+iWyjRCKRqCVwYiaJAQwDkg8//BA9evRAvXr14O7uLgywJk+eLIKqkJAQcXVI7wZ1kZCQgAYNGojgKD82bNiA//3vfyJ4u3z5srgvty80NPSFno+t0hT0ZV8kEk3HTE8Pr1Z2EEaa71WtBAt9PdxLTMbUW77ofek+TkbFlch2GOjpYmaH6vj3jQ7C54lmmd8dvIcBv5zC7aCn3zV6vLzzzjvi2MPv85dfflki2yeRSCRaZYDJjNO2bdtEcKaCGaZmzZoJEz2SkZEBV1dXvPbaa3jvvfey7vfff/+J+zzPrfjjjz/GJ598kmd9fj4cEommEpuuEKNc/gwIQ+KTbE8na3PMq+aIeuaFm5L+svDQw9l3H++8Jcp3+ro6eLWzu7AvMNTXLfB/5s2bJxo9aLYnkZRlZFedZlEsXXXM/qgoCx0vqampuHTpkigfZtdJ8DZLiC/C+++/L4Ik1UIRvESibVTU18O71RxxrqUnJjvbwkBHRwwS7nbxHmbe8sXDxEwTy+K+EBrQ0Bn/vtkBPeo4CNH64kP3MeDXU7gVFJPv/6xbt04YZ3Ksww8//CCF4xKJpMQpdODEFmFmcjh/howePRqlTXh4uJiX4+DgkGM9b7NsqIKB1LBhw7B37164uLg8M6gyMjISmaVVq1ahZcuW6NKlS7G+BomkNLEzNMDCGi442aIWBjtYiXXbQ6NFB9579wIQ+sQTqli3wdwIf4xtgp9HNYKVqQHuBMeK0t0PB+/lmXtHDSXtRdjZyxJ93759ERYWVuzbKJFIJEUOnA4fPiyCEWoOck87LuscOnRIHFwTExMREBAgrlafBw34bt++XWY7BSUSdVLZxAi/1a6MQ01riJJduhJYHhiOFmfvYJFPMOKfjHUpzuxTvwZOIvvEUS3MPv14ODP7xEBKhbW1tTj+cFAwL3J4MURd49GjR4t1+yQSSU5CQkKEJIbNHPwuMrHCRi7GCoQNW4sXL85XDtOwYcN8387169eLY0F2OY5GB07Ozs6iw4UZJ45JCAoKQmlja2srRKS5W5V5u1KlSi/12BSj165dW+inJJLyQl1zU6xrUB1bGlZHI3NTJGVk4IdHj9Hq3B2sCYoodgsDZp9+H9s4T/bp7xM+Yh4e4YF11qxZolmFligcMMqsMiezSySS4sfX11doDDm0+5tvvsGNGzewf/9+YVzLpMOLPuZbb72Fdu3aoaxT6MCJU41pOcBAhQ6/lpaWKG0YyPHDU0W4KnE4bxcmq/QsZMZJUp5pY2WOvU08sLRuFVQ1MRRz8OZ6+aPbBS+ciIwrsexTl1r2SFVk4PM9dzD+n/MIiUnOuh8NMpkRnjhxotA6MYiSSCTFzyuvvCK+p7x4GTJkCGrUqIE6deqI8vnZs2eL/HiU3IwZM0Y0ZjGDpTWBEzMwquGbjo6OwsepJIiPjxfPpXo+Kt75u5+fn7jND2rJkiVYsWIF7ty5I65EKWKfNGlSiWyfRKKt8MDYx84Sx5rXEiaatDC4nZCMYdceYNx1H9xPeBrEFFf26e8JTfHFoLrC9+mkdzh6/ngc+24EZ92HLuO0QqEVSbdu3fJtZJFINAEG/2kpilJZitJcHxkZKbJLTC7w+5ebF0mqfPrpp7C3txeGt5qA/ou27NHdl15JzPBkp3///lAnFy9eFOk/FQyUyIQJE0TJcMSIEUK/9NFHH4maK2un/FBzC8aLCgNFLoyEJZLyDAcE00RzWCVrfPcwBMuDwnEwIhZHI2MxwckWc6tWgrXBCx1KChW8jWlRGS2r2eCN9VdxIzAGs9ZcxtAmLvi4fx1UMMp83uyaCRrwtm3bFl988YU4EPMxJJKyTnpqBv56/VipPPf0HzvAwEivUPf19vYWgVatWrWee9933303j3ktu+Epg1Fx8uRJLF26tMSSMeqgyEc7BiXjx48XHW254QFK3YEGx6U8Lxp+9dVXxaJOVBPaVT4cEkl5h8HRFzVcMNHZFp89CMK/EbFYGhiOzY+jMLeKAyY528FAt3iClOp2FbBlVmssPnQPvx97IGbdXfCNxK+jG6Ouc87vJ6UEvKjjGKhTp04JIbmJiUmxbJdEUt5QFiE79fbbb4tSenaoRaShNuFYpXHjxomqETXLWhs4UUXP1n5meF42qyORSDQPDzNjrKxfDccj4/Cxd6Ao333kHYQ1wZFY6OEs9FHFAU0x3+lZCx1q2OF/G6/hUUQiBv92GvP7emJcSw4RzgzaOKrFxsYGH3zwgchKU7jKUU20IpFIyir6hroi81Naz10UvbOOjg7u3r373PsyGOKEkeywM1bFgwcPhCic3XgqVFUsSoO8vLxQvXp1lDWKZICp6lhjuUzbgybZVSeRPJv21uY42KwmvqnpImbgeSUkY8jVB8JAMyg5tdjevhbVbLBnTlt09XQQwvGPdtzC7LWXEZuclmWCy6kBBw8eFAEUTXKbNm2K06dPy49UUmZhMMJyWWksRSlnW1tbizFIPEfmpyWMjo4u9GOx3McLG5WOmQvlPpTn8HdaHJRFihw4cdQBx5doO7KrTiJ5Pno6OhjnZItTLTxFCU/3iYFm2/N38fOjx0jNpYFUF5amhlgyvgnm9/EUo1r23ghB359O4mbgU8fxzp07i647ztXkBR8PxuqcoymRlFd+faL/5axa+qpRV8jmLJbhitLRzrEmdevWzbFQXG5ubi5+Z+e8VpTqOO+NpToegHhAMjAwyOMwLpFIyhdWBvr4qoYLxjha4/17AbgYm4gvfIKxPjgSX9RwRkdr9c955FXy1HbV0KSyFV5dewV+kXlLd5w5xUwTm0nYPMIDvUQieTmqVasmOlnZgDF37lzhpWZnZyfsgX7//Xetf3uLPOSX6veZM2eKSJFp8OwpPv7u4+OD8jKkUSKR5CVDqRSCcQrI6f9E+thZ4HMPZzgaFc8VZExiGt7afA0Hb2ea4dIHatGQejA11M/STVCIqmr04G1ancjvtKQ4kUN+NYtiGfJLKLikSRUDCYq6+CSqRZuCJqlxkkheDF0dHQyvZC3Kd9Nd7KCnA+wJi0G7c3fxT0BYsbiPW5ga4K9xTfBh39qidLfrWpDIPj2KSMjSPWXvjp03b56YRVkWhpVLJBItzzhRGEbdQFlUuhcHMuMkkbwct+OT8JaXPy7HJorbjSua4tuarqhdoXgsAs4/jMQray4jPD4FFY318dOoRuhY0z7r71FRUcJ1nHMrabq3e/duOVpJUizIjJNmUWwZJ2oFNmzY8LLbJ5FIygkMkHY19hBWBRX0dEUA1f2iFz5/EIREhfrF482rWmP3a23RyM0SscnpmLT8An49mmnaR6ysrMRYCA4Hpt9Thw4dsGPHDrVvh0Qi0U6KnHGi+HvlypXioMOrttzi8O+//x7ahMw4SSTqIzglFfPvB4rSHalsbIhFNV2KRTyekq7AJ7tuY+25zPFMPeo44LvhDbPcxql5Gj58uDD1pT7zxx9/FD51Eom6kBknzaLYMk70XGjUqJHQDNy8eRNXrlzJWjTJMv15SI2TRKJ+KA5fWrcqVtarCmcjAzxKTsXIaz54864fYtIyheTqwkhfDwsH1cNXg+vBUE8XB249xtDfTyMgKrNkyJbnXbt2Yfr06SIbxYtCap8kEolErRmn8obMOEkkxUN8ugKLHgbj74Bw8CDkaGQgtE9dbNSffbriF4Xpqy4hLC4FthWMhAdUIzcr8TceAr/++msRNK1atQqjR49W+/NLyicy46RZFFvGid10nI6cG67jTiKRSCSFoYK+Hj7zcMH2Ru6oZmKE4JQ0jLnugzfuqD/7xCBp++w28HSsKETjI/46i53XgsTfWKbjMNJbt27JoEkikTyXIgdOI0eOxPr16/Os37hxo/ibRCKRFIUWlhVwqFlNzHCxA13h1odEosN5LxyKUO+FmLOlCTbPbIWunvZITc/AnHVXxNBgVdI9+7T3oKAgMXyUF4oSiUTyUoHTuXPnxOiC3HTs2FH8TSKRSIqKqZ4uPvFwxo4n2aeQ1DSMve6DOXceqTX7ZGakjz/HNcW0dlXF7cWH7mPO+qtITlNk3YeBFEXjq1evFsc1jmuRSCSSFw6cUlJSkJ6e90CWlpaGpKSkoj6cRCKRZNFclX1yzcw+bQyJQucLXjgTHa+2d0lPVwcf9KktROMqs8wJ/5xHTFJaVunu559/Fh5PbHhp06YNHj16JD8liUTyYoETZz399ddfedb/8ccfYk6NtiC76iSSUsw+uWdmn2hXEJiShsFXvPHFgyC1Dg0e2dwNKyY3F/YE5x5GYvgfZxASkyz+xs7hkydPokqVKnjw4IHwetKmyQgSycsSEhIi7Ds4t87IyAiurq7o168fDh8+LDTP/FvNmjVhYmICNzc30bWavfRN135epOTXjc9M7xtvvJFjHYcI9+/fX0wAMDMzE6a1fn6ZViNlPnD6/PPP8ffff6N9+/Zi9AoX/v7PP/9g4cKF0BZmz56N27dvC5d0iURSOtmnw81qYmQla9F197NfKPpevg/vxMzgRh20cbfFhhktYWduBK/HcRj82yl4h8aJv3l4eIjgiT+ZcWLwxCnwEkl5x9fXVyRKjhw5gm+++UbYFNEPjTIenjupEeTy7bffCtui5cuXi79PmTLlhZ6PFy9t27YVOsT//vsP169fx4cffvjMzrcyZ0fACJFvFn8ymqQR5vvvvy8OMNqGtCOQSEqf3aHReNvLH1HpCpjo6uBjd2eMd8o5ZPxl8I9MFOU6n/AEWJgY4J+JTdGksrX4Gye/d+7cGXfv3hVXwkePHlXLc0q0H221I+jdu7cIXry8vET2JzvR0dGwtLTM8z+bNm3C2LFjkZCQAH19fRF88bXTA7Jhw4Y57svvGdctXrxY3GbjGc22aReiUXYEjCwVikwBJV/QmjVrRPvuxYsXRbZJG4MmiURSNuhrb4kjzWuivVUFJGUo8e69AEy48RCRahKOu1qbYvOs1mjoaim0TqOXnMO/t0LE3xwdHcVV7oABA4RgXCIpDpjDSEtOLpWlKPmTyMhIkT1iZil30ETyC5qIKnhk0FQUMjIysGfPHtSoUQM9evQQ2sMWLVpg+/btKC0K/QqmTp0qIsmePXuKA0ivXr3yRNASiURSnK7j6xtUx5KAMHzxIBj/RsSi2wUv/FmnCppa5D2AFxVrM0OsndYCs9dcxlGvMMxcfQnfDmuAwY1d4ODgkOdAnZiYCFNT05d+XomEpKek4KcJQ0vlzZizYjMMCpn18vbOnPuY3b7jeYSHh+Ozzz4TLv25ad26tZhEkh02mqmyUJwnGR8fj6+++kpIhRYtWiQCt8GDB4vsL0voJU2hM04URvKqq3bt2vjuu+/EgaRbt26i+6S0BFoSiaR8oaujgxmu9tjbxEPYFlA4PvDKffzmF4oMNQxBMDXUx5LxTTG0iQsylMDcTdew5lzejrp169aJK2CWKiSS8oSyiN8zliv79OkjYoePP/44z983bNggZD/Zl6ZNm+bIOBEmbN58800RUL333nvo27evaEorDYqUM6OWicv8+fOF8Gvnzp1ieeedd4R6nop3LtlftEQikaibuuamONC0Bt7y8seO0Gh8+iBIWBb86OkGa4OilQJyo6+ni6+H1IeZoR5WnHmED7bdRFKqAlPbVRN/px0LRa+BgYHo0qULjh8/LjqLJJKX2u+MjETmp7Seu7B4eHgIbSE1f8+Dg7RZpeJcyG3btgmdUm7Yjefu7p5jHbXTKmxtbUV5j4FXdjw9PUXzhkZ01alwcnLCzJkzsXfvXpGGYzBFsRffJG3qrlMXiZevIEP6XEkkasNcXw9/1K6Mr2u4wEhXBweflO4uxiS89GPrUoDevw5mdqgubn++5w5+PHRfXG3zIM5SAQ/kquDJ399fDa9IUp5hMMJyWWksRWmysLa2FlojWvZQ6J0bSnpUmabu3bvD0NBQJFheVADP/6f1QO7s7r1791C5cmVoVOCUHQrEhg4dipUrVwqX3WnTpkHTUaePkyI+AX5Tp+J+u/YI/mgBkq5fL3K6UyKR5IUH/PHOttjTOGfp7k//0Jf+jokZdj1r4q3uNcTtHw7dw1f774rHtbOzw6FDh8SVMi8Y2XXH7juJpDzw66+/imYx+jpu2bJF2HTQZ+mnn35Cq1atsoImBlZLly4Vt+n7xEXVZFYU3n77bVHSW7JkidBY/fLLL9i1axdeeeUVaIQdAd+YfB9IR0dElEzjtWvXDnp6etAG1GFHkHz3LgJem4O0bFelRh7usBgyBBb9+0PfOrPtWSKRvDhx6QphWbA9NPOKd7CDFb6t6SoMNV+WpScf4rPdt8XvHNcyr7enOOYx08TjHX2eeKFFHSiDKolEm+0ICC8UvvjiC+zevVv8zv2e3k7UIZH8RrMRvmYayxbFjoCwe//LL79EQECAkAbRQ5K6J3VS2M+kyIETHzAsLEx0lFhZWYl1UVFRorukQoUKQgHPej/V7qxdajrq8nFSZmQg8cJFxGzdgtgD/0KZ/MTEz8AA5h07wnLoEJi1aQOdIrZqSiSSbN8zpRJLA8OxwDsQCiVQp4Ix/qlbFZVNCq/hKAiKxKl3IjPaV8N7vWqJ4ImNMzQBZtmOMgV62kkk2h44aSNq93FSwQMDy1dMzUVERIiFtUb6Kvz444+iw65SpUpZUackEx1dXZi1aA6nRYvgceI4Kn38MYzr1eOQP8QdPAj/GTPh3bkLQn9YjFQ5F0sieSEYyEx1scOmBu6wNdDHrfhk9Lh4D/9Fxr70OzqmRWV8NrCu+P3P4z74+oCXCNR4ociyHdut2e0jkUi0myJnnKpXry5qmrlTa0y3DRkyRFx9nT59WvyuDTV/tWWclMp8BXjJXvcQs3UrYnbuhCIqKmu9adOmsBg6BBW7d4eu9IqRSIpMUHIqptz0xZW4RDEweF41R7zqZv/SbuMrz/jiox23xO+vdnLH3O418jwmdRxcl9ufRlK+kBknzaLYMk4MhtiOmxuuo/BL1XHHNkTJ06Bp7IbO+PzATNwKu5FDtGpcswYc3n8PHsf+g/OPP8KsfTu29CDx4kUEv/d+pqD8w4+QdO2aFJRLJEXAydgQ2xu7Y4xj5qy7L3yC8crtR0hWvNyg4PGtqmBBv8zW6F+OeuOHQ/fzmPexWYY2LRKJRPsosqCGgq8ZM2aIQb+cIK7KNs2aNUt0lhAO/GPEJsnk2sN/cT0lHNdDwrFh7ynUNLDAII+h6Ft/EiyMLMR9dAwNUbFHd7GkhYQgZvsORG/dijQ/P0Rv2iQWQ/fqsBwyFBb9+0Hfxka+vRLJczDS1cV3tdzQwNwU8+4HYFtoNPySU7G8XlXYGeb1lCksk9pUhSJDKWwKfjp8H8YGunilY6YXDfWdKpdxyhbeeust+TlJJOW5VMes0rhx43D48OEsMytmm+hlwgF8dBTngSMtLU20I2o66ijVZUT74fzRBdj6+AwOG+kjVTczrW+oBLpY1MSgRjPRonJn6Oro5hWUX7yImC25BOX6+jDv1FF05VVo21YKyiWSQnAyKg5Tb/oiOl0BZyMDrK5fDZ4VnhrtvQh/HnuAL/dlGgEuHFQPo1u4id9pkMkWasL5dmPGjJGfUTlEluo0i2LrqlNBMyqVIRVbA7loI+rSOAnSUxBzeyv2XPsH25L8cNfIMOtPTjqGGOjSCQObvQFHc5c8/6qIi0Ps3n2I3rIFydevZ63Xt7eHxcCBsBw8CIZVqrzc9kkkWs6DxGSMu/4QPkkpMNPTFQaa3Wwzs74vyjcH7uLXow9AmdPPoxqhb30nsX7u3Ln4/vvvhYEfLzTbtm2rplch0RRk4KRZFHvgpEnQZ4IHMc68effdd8XA4lIJnLIT9xi3L/yGrT67sFc3BXFPvGZ0lEq0MnbAoNpj0bnOGBjqPQ2uVCTfu4eYLXkF5SZNm4hSHst9UlAukeRPVFq6yDydio4XIs8F7k6Y7mL3wqJxHkLnb7+JNef8YKCng78nNEOHGnbieDNs2DBs3bpVjI04e/asaK6RlB9k4FSOAydOJX799ddzzI8piHPnzokRLBzqVxZgGZHGdCwfMgCiQRe7/mwKqREqtsBJhVKJ5IALOHThR2wLv4zzRk9lZ5ZKHfS1aYBBTV9HDce88/+UqamI++8/kYVKOHGS0xDFegZNFfv0huWQITBu0OClu4gkEm0jLUOJ9+75Y01wpLg9zcUWn7g7iyHCLwL1Tq+vv4Ld14NhYqCH1VObo0lla+F3R4+nS5cuiU5k/pSdduUHGTiV466627dvw83NTdib79u3TxhgZg9Mrl+/jt9++w2tW7fGiBEjxEC/ssL58+dRp04dODs7C4POXr164d9//0WZgY7rrs3Rd/AaLJ18FXvr/Q/TdG1hn65AtI4SqyOvYsi/kzBqVQtsPPEJ4pKeZpiEoLx7d7j9+Sfcjx6B3RtvwMDNDRmJiYjetBm+I0fBp28/RCz9B+kREaX6MiWSsoSBro5wFf+oemZZbUlAOGbefoSUJxcfRUVPVwffD28oMk1JaQpMWnYBXiFxwhiYc7oaN24sjpEyaJJINJ9CBU6cQUeDNwq+R48eLTpFWLdngGRkZCS662iHPn78eDExmVdY6oKTx/v16ycsDpg5UXWr5J6bQwt3Rog04mSwpCIoKEgETSr4Ox1+yyT6RnBtPAlzxh3Fv8MP41enXuiarg99pRI3MxLxmc9mdN7QDh9s7I2Ld7fmsCcwcHCA7cwZqH5gPyqvWgmLAQOgY2yM1AcPEPrNN7jfoSMC5ryO+BMnoXyBWUESibbB48krbvb4rXZlGOjoYGdoNEZd80Fs+ot9Pwz1dfHH2CZoWtkKscnpmLjsPEJiksWx6+LFi2KGl0Qi0XwK7ePUoEEDMWCPTuFMN2/atEncPnDggBjsywPDzJkz1W4dzyGBfG4GR/nBwX//+9//sGDBAly+fFncl5ObOfrlRUhJSRHp1exLaaBn7oj23b7GD5Mv41DH3/BWhVqolp6BZB7gk/wx6dwC9F/eCCv2zUJUlE+Ok4Fps2ZwWvQVPE6eQKVPP4Fx/fpMDSLu33/hP20avLt1Q9ivvyJNCwxKJZKXhTPt1tSvJsTip6PjMfDyfYSkpL3QY5kY6uHvCU1Rzc4MwTHJmLT8AuJT0nOUy69evSrsXCQSTSYkJASvvfaacM5nAoUj1pjkYCMEYTIj+6w5FR9//HEOA21qAJs2bQpLS0uYmZmJv7FDPze3bt3C8OHDxUw8Pl+NGjXw0UcfiXJ4dgr7vC9DkQ0wmWrmk3O43siRI9G1a1chfCwuWFr7/PPPMWjQoHz/zq6VadOmYdKkSULL9Mcff4j0ODNghFd72TNM/J3rCoJDBKlpUi2lPm9PRwc2VdpjwpBN2D7+MlZ5zsRgXSuYZGTAV1eBb0NPosuO/nhndXtc8D+eIwulV6ECrIYPR9WNG1B1x3ZYjR0L3YoVkR4UjPCff4F3l67wmzEDsQcPQpn2YicKiUQbaG9tju2N3GFnqI/bCcnoe/ke7ic8sf8oIpamhlgxqTlsKxjiTnAsZq+5jLQnppucrMDuOnrhHTlyRM2vQiIpGXx9fYVemPvwN998I7wb9+/fL3weZ8+eXaTHsra2xgcffIAzZ84I2Q/P5VyYlFHBxgpWk1JTU7Fnzx4x5o0DhpcvX45u3bqJ9SWJRs8D4JvF7BeDt+yBHW/zQyDNmzfHzZs3RcAUHx8vNFrMSBUEB3RSCK5aOP28rKBjYISGzWfjk3HHcXTgXnzk0AGeGXpI09HBPkUUJh+Zjf7b+2PFrRWISn6qhSLGNWui0vwP4HH8GJy++QamzZsLMXnCseMIfG0O7nfqjNDvvkOqr2+pvT6JpDSpZ26K3Y09UM3ECAHJaRhw5T6uxeW8mi0srtamWDqhmTDGPHYvDB/tuCkuaig6pas4O+549fxIzqWUaCCvvPKKyKJSFsPxasz+UEvM6g+DnKLQsWNHkRjx9PQUXadsRKtfvz5Onjwp/s7vzZQpU8TfmZ3iOb1y5cqiY3XXrl3iXP/DDz+gJNHowInde5wJRdPN7PC2avyLvr4+vvvuOxEJM1NGW4JnddQxBcjuOaYKW7ZsKYw9yyJmVpUxrOcv2DjpKtbbtMeQ2HiYQBe+sb749uK36LKpC949/i4uhlzMkYXSNTaGRb++qLxyBarv3webaVOhZ2sLRXg4Ipb8jQc9e+HRuPGI2bULGSrDTYmknFDZxAg7G3uggbkJItMUGHrFG+ej41/osRq4WuLnUY1Bv9t15/3x23/0etLB77//Lq7WKXvgCSN3qUFSPuFxOiNVUSpLUVyJIiMjRXaJmSWW1nLDktvLvAcs9dEjUqWVZmmbDWoMynI3V1Caw0TJunXrUKZHrmgi/fv3F0tR4E7BRdVOWpap49EXdS6uxts6NtjT7R1svrcZdyLvYO/DvWKpalEVQz2Gon/1/rA0frpT0zDTfu5c2M2Zk2lrsHmzsDVIvHBBLLosV/brB8thQ0XGSiIpD9ga6mNzQ3eMu+6DszEJGHHNByvqVRXlvKLSrbYDFvSrgwU7b+GbA14iE9W/gZO4cmbwxHFV06dPFxdq0jakfKNMy0DQR6dL5bmdPm0NHUO9Qt3X29tbBDi1atV67n3pmzh//vw8lSLKarLD6g4bt6gx1tPTEx2oLMERluUIM075wfWq7FRRn7dcZpyoreKbTHF6dnibnX/lBtcW4odZ+H0Md+uOjf02Yn2f9RjiMQQm+iZ4GPMQ31z8RmSh3jvxXp4slI6BASp265Zpa3D4EGxfexX6To7IiIlB1OrVeDhgIB4OH4GojRuhiE8oxRcqkZQM5vp6WNugOjpamSMpIwPjbvjg3/CYF3qsCa2rYGrbzNmdb2+6hhsBMcLeZePGjeL4tWbNGvz0009qfgUSSfGgLEJ2imOHmDHKvrCJLDfs0OffLly4ILRLzC79999/xf68JZZxWrZsmfBqogC7tKElAq/amNobOHCgWEftAG+/+uqrL/XY7OLjwlKgOqABJ0Xp7u7u4mCpVkytgYrOQGwgEOYFuLVAHds6Ynmr6Vsi67Tp3ibcjbyLPT57xFLNohpG1ByBftX7wdzw6ZW0gaMj7GbPhu3MmUg4fUZkoeKOHBFjXkKuX8fjrxahYu9esBo6VJprSrQaUz1drKhfFTNvPcK+8BhMvvkQv3hWxkAHqyI/1vu9PfEgLB5HvcIwbeVF7HytjZAPcKbdm2++ib1794oOJenzVH7RMdAVmZ/Seu7C4uHhIbKjtB4qTHKD57zcYvDccL9X3Y+Smjt37ohGLeqfqJ8iXEfro9xwveo+RX3eEss4vffeeyKbQ7EWHbiLGwq6VREjoasnf/fz8xO3GZnSFmHFihXiDZw1a5awMKAq/2VgmY51VUbALwtrwseOHRN1WIrYDh48KPRZasX+SRoz9HaO1RUMK2B4zeHY2Hcj1vVZl5WF8onxwZfnvxRZqE/PfAqvyMy5gyp09PRQoV1buPy4GB7/HYX922/DsGpVKBMTEbN5izDXfNh/ACJXroQiOlq9r0UiKSMY6erirzpVhGVBuhJ45fYjbH2cs/GisAaZP45qhOp2ZgiJTcaMVZeQkq4QQlhmnhg4yaCpfMNgRNdQr1SWopSJra2tRYMVEws81+YmWg3nAyZAWLZTBVIsC/LcyfXZuXbtmvCYHDVqFEqSIgdO7E5jkMITP6NBvqBFixZlibHVDf2hGGWqIk0GSvyd/g2E2S9etfE232AGVRSu5RaMFxXuFKyHNmvW7KVfAwXqNL9jlo6B4KlTp/DLL78IywRqHFQ7iHoCpzv5/plfjLq2dfFx649xZNgRzGsxD9UtqiMpPUlko4buGorx+8aLbFSqImdrp76NDWymTEa1vXtQefWqTHNNIyOk3L+Pxwu/xP32HRA49y0knD0L5Qs6L0skZdll/GdPN4x2tAb37ldvP8L2FwieKhobiDl2FiYGuOIXjQ+23RTr2R2UPQtdDsaHSjScX59UY9jhtmXLFty/f18kLlhyLqrRKzNLTCbQqoOPwWYuav7Gjh2bde5aunSpSGSwg4+dfEyc0EuSvlF8vjfeeAMlyUsN+aWWaPXq1SKQYtquZ8+eIhPFF6MtV0/qnFXHHY1CNwZL3NFUbz1LjmzlZEBI36gXEoleXQtsnwVUaQdM3F2of+HzX3x8ERu8NuDwo8NIV6aL9dbG1hjsMRjDagyDU4X8Pa8UsbGI2b1bjHZJufM0WOPIF87Isxg0EAb29kV/HRJJGSVDqcRcL3+sC46Eng7we+0q6G9f9A6ik/fDMWHZeTHfbn4fT0xtVy1rThYvDNlqTXGrRPPR5ll1wcHBQo+0e/du8TuNKSmdYemZSRUaUTKgyR3U0IiSE0BUVSSKuGlkHRAQIObhMhnDTCyTItmhV9Qnn3wiZC9xcXFCJ8hMEy2EskuHCvu8xT7k93lDfZk5YfDk6OiIqKgoWFlZCS0U3zxNp7iG/PJxmWZkEMVSXvbaLAMo+lgUaeZf4GVgSSfA1BZ450GRtycsMQxb7m8R2afQxEzXdR3ooINLB4yoNQKtnVpDVydvMMzdJ/nWbURv3oTYXbuRoUrdstTXsSOshg+DWdu2ovQnkWhD8PTmXX9sCMkMnv6sXQV9XyB4WnbqIT7ZdVtYFayZ2hKtqtuIkh1PFsw+URhLo0yJZqPNgZM2UqyBEzNNTKUxOGJ6jcJsZprop8Ca56effor169drtLlbdnE4s0TqDpxU8O1n2pEBFC3lOQ+QMOtEwRuDKIrxnisoT00AFnImnxJ4yxuoYPdC25OekY5j/sew3ms9zgY/NTJzqeAixOQD3QfmsDTIDocLx+4/gOhNm5B05UrWegMnJ1gOHwaLwYNlFkqi8SiUSrx+xw+bH0dBXwdCA9XbzrLI3/u5m65h6+VA2FYwwp45bWFvboRx48aJLjs2kvDKmFfxEs1FBk6aRbEFTizD0QqdJ/WpU6eKwb651eqcE0cBeW4hlyZSXBmn/KDWiS7nDKKYtlRRoUIFYfRFDdczD6Q/NgSiHgITdgFVX37QMm0MNnptxA7vHYhLixPrDHUN0btab4z1HIua1gV7O6V4e4sAKnr7DmFrINDXh3mnTrAcMQJmrVtBR0vKuZLyGTzNueOHLU+Cp+X1qqGrTdGOD0mpCgz67RTuhsShWRUrrJ3WEilJiWJuFw0AeazdsWOH9HfSYGTgpFkUW+DEzBIDpmcJwFRZFNbqNZ2SDJyyExYWJgIolvOydy5QA8UsFDVRdDnPwbrRgNceoNfXQIsZatuWxLRE7Pfdj/V31wtjTRVNHZpijOcYdHLtBD3d/DNidB+PO3AAUes35MxCubqKLJTl4MFCfC6RaBrpGUq8eucRtodGw1hXBxsaVEcLywpFeoyH4Qno//NJxKWkY0rbqviwb23xnafoloZ9nL3JuXYSzUQGTppFsQVOK1euFHX43CdtfslZnmMGSpsorcDpeYJyAwMD1K1bN6eg/PBnwIlvgSYTgX4/qn1b+NzXwq5hzZ01OPjoIBTKTI8rJzMnjKo1CoM8BsHCqGCX9eR79xC9YSNidu5ERlxmBgsGBjDv2gVW9AZr0UJeXUs0irQMJSbdfIhDEbGoqK+LrQ3dUde8aB53B26FCHsC8uvoxuhT31EML+d4KIplL1++XCiXZknZQwZOmkWxBU7U2lBBb5+rY4pzl7hOXYaR5UXjVBTYSaASlPP9VsHZewygGhj5w3zPzEwn8Sn/Fuu2hCSEiDIexeTRKZm+HfSH4liX0bVGo5plZqdQgVqoffsRtWGDMNZUYVi5sijjsSNP36roJoMSSWmQpMjAqGsPxHgWWwN9MeuummmubPBz+HLfHfx5zAdmhnrY9VpbVLExFV45HGLOC9Lu3bsX2/ZLig8ZOGkWxRY40WaA4vDcWhue0OmEm71DTBso7YxTUQXlHkpvNNb3gcd7x6CnX/yjCJPTk4Uz+eo7q3E/6n7WenbhsYzX1rltvt14Wf9/544IoLJ35HEEjHmPHrAaMRwmTZvKLJSkzBObrsDgK964GZ8EF2MD7GzkASdjw0L/f7oiA2OXnsNZn0jUcaqIra+0RmRYqLhwc3FxKdZtlxQfMnAq54ETMxo8MTNAor6Gpo4q+OXmk9HHiS212kRZDJxyC8oZPDGI8vf3z1pvZmqCBg0zjUNLojOHu9GFkAuijHfU/yiU7O7jtPmKlUUANaD6AJgaFFzCYNAUs2ePKOUl37qVtd6wenURQNF0U6+MD1uWlG/CUtMw8LI3HiSlwMPUCDsae8DaoPAXLyExyej143FEJaZhUpsqYjhw7u+YHASsWcjAqZwHTjSeUv1k7Z2dXipo4EjTKbp68ndtQl2BU3J8PIyzvWfFJij/Zy6uJTkgAWZZ63nF2rhx4/wF5cVAQFwA1t1dh233t2V141H7RDsDaqFsTWyf+f9JN24ieuMGxOzZK0a8EDqVV+zZE5YjR8CkYUN5ApGUSfyTUzHg8n0EpaShWUUzbGxYHSZ6he8ePXznMaasuCh+XzqhKbp4Zk5A2LVrl7B5OXLkSNH83SSligycNItiK9XR6JLi8PJi2KWOwEmRno4lsyehor0D6nXqjpqt2sLQpJiGJG+aCMWtHbjf4ANcSXYW+qzsDuX16tUTQRR9Yor76pXdeNu9t2PV7VUIiA/IsjPgYOEJdSagqkXmxPiCUMTHI3bXLkRt2IiUbAMljWrUEAGURf/+0CvmYFQiKSpeCcnof/k+YtIV6GdniT/rVIZuEb5rn+y6hWWnfGFlaoB9r7eHtYmuEIfzgM4OO3baSTQDGThpFiXmHK6tqFMcHnzfCxs+X4WMtGAoFY+hb2SEmi3boW7nbnCuWVu9Acyxr4GjXwANRgODfs8SlLMzJ7v+jLP8GEDRoZydO8WJIkOBI/5HsPzmclwPfyoG7+jaEZPqTEIj+8wycEEId/Jr10QAFbtvH5TJyWK9rqkpKg7oD6tRo2Ccazq2RFKanIqKw8hrPkhTKjHL1Q4L3GlOWzg4/Hfwb6dxKygWLatZC2fxE8ePCQ0p4Vwvmg1Lyj4ycCrHgRMNLhk8cBwIx6k86yQnxeF5SYhOwYr3T4HvtI5ONFITrkCRegdQJsPK0Rl1O3VD7fadUcEqp5HoC3FnF7BhLODYEJhxLGs1P2ZfX18RQHFYoqr7kVo1DjNmEEXfreLMQnEbroRewbJby/Cf/39Z6+vb1sfEuhPR2bVzgX5QOWbk7diJqHXrkOrjk7XetGlTWI0eBfOuXaGjZeViiWayJSQSs+/4id8XejhjskvhtYY+YfHo+/NJJKYq8HaPmpjdyR2vvvqquJjj95Rzu2TJruyjrYHTxIkTRfWJA3rfe++9rPWcBTdo0CBxrOfYoB9++EEM5eX7wAkYb7/9NsaMGYNyETjxDRo5cqTQxyxfvvyZJ9cJEyZAm1BHqS4mLAnndvrA50oYFOlP3NR1MpCR5oP0pOvISH8EHV0dVG3UVARR1Ro1e/GOuHBv4JcmgL4JMC+IbZB57pKUlITr16+LVme6vGcPkBlA0aE8u4atOKAr+crbK7HTeydSM1KzxrpMrDMRAz0Gwkjv2Vos7raJ584jau1axB0+zA4FsV7PzhZWw4bBcvhwGFSqVKyvQSJ5Hot9Q/DVwxDwW7isXlX0sC18g8Omi/54e/N16OvqYPvsNqhioScyxLJkpzloc+C0YcMGsd0cu8aESu7AaeHCheJc06tXL1Hh4DBgDrGmG37fvn1RFpGlujLYVZeckIb7Fx7jzulghPnFZbN4SEJqwjUoUm9BmREDUwtLkYGq27EbbFxci/YkGQrgC0dAkQLMuQJYF+ynxJ07MDBQZKE46oUmppnbo4uaNWuKIKp69eridnERnhQuHMk5Gy8mJXM0C8XjE2pPwPCaw5/Ziaci7fFj0Y0XtWkjFGHhmSv19GDeubPIQpm2bCnF5JJSgd+xt7z8sSY4Eia6OtjWyAMNK5oW+n9nrb6M/bdCUNPBHDtebYOzp07Ikp0Goc2BU0REBLy9vcVooK+//jpP4JQfffr0EUHUP//8g3IVOPEkS9dqiowJo0cO+2W55+OPP5ZddYUkzD8Od08Hw+t8CFIS0p/+QRmM1MSryEilJ1I6HGvUEgFUrdbtCi8o/6MdEHIdGLkWqNWnSLYGzEIxmFLBLzstDbhYWhZ9CnxRhOTbvLdh+a3lwlxT1YlHKwMaaj7LkVyFMi0NcYcOIWrtOiReuJC13rBqVaGDshg4AHpl0FJCov3u4uNv+OBoZBwqGRrgQNMacDAyKNT/RsSnoMfi4wiPT8WM9tXwfm/PrJLdu+++i6+++qrYt19SMoETT8UqT76Shuf0osg0Jk6ciOjoaFFhGj16tJhqwe7t5wVObdu2RcuWLfHtt9+iXAVOzZo1EzVNWg8wRceAafDgwbhw4YKIJhcvXgxtoKScw9PTFHh4LVxkofzvROKJ/RF0dNORnnQb6Sk3cgrKO3WFc606z97Jt84Arq8HOs8H2r9d5G2iwSkDZIrKuSOpcHd3F1koDnjO7uOlTtIUadjtsxtLby7Fo9hHYp2ZgZmwMhhXe9xzrQxyjHdZvx4xHDKssjQwMYFFv34iC2UsR1hISpC4dAV6X7qH+4kpaFzRVIxmMS6kTcHB248xbeVF8Cu/YXor1LYzxMmTJ4VvnkR7Aidm/FneKg3mzZtXpKTHxCeBEwMlzq1lHLB06dJnBk70eBw3bpw4t9Aap1wFTtwJ+MJZwlm0aJHwFTlw4ABOnToldFDZTRi1gZI0wIyLTMbdM8EiiIqLeBqw5BWUO6FOx26o06FL/oLyk4uBQwuAukOAoS+eEuXVz927d8XnzZ1JhZmZGRo0aCCCKDYMFFcnHufhLbmxBPei7ol11D0N9hgsOvEcKzgW7nHi48VsPGqhUr0fZK03adxYZKHMe3SHrhSTS0qAh4kp6HXpHqLTFRjqYIWfPd0KfZX/zuZr2HgxAK7WJsKioIJR8U8FkLw85SFwOn78ODp37iwaFry8vPINnI4ePSp0Tb///nuZnmdbbIETP3yWc6iQ79atm3gzXn/9dTEChLoYisG0idJwDldmKBF4L0oEUA8oKE97KihXpvkgLbugvGET1O3cPaeg/N6/wNphgH1t4JUzatkm1rPpTn716lXEx8dnrWeHDwMoXnEw3atuuHseCziGJdeXZFkZ6OvqY5D7IEyvPx2VzAonABdi8gsXRBmP5TykZ5ZH9WxsYDlsqAiiDBwyzQYlkuLieGQcRl1/AIUSWFDdCbPccs78LIi45DT0XHwCgdFJGNXcFV8Ori/Ws6z+008/4Ysvvii2LLDkxdH2Ut327dvFbVab+BhcnztwOnbsmPg7B1dPnz4dZZliC5wYWbq6ugofkSlTpojWdpZw+Oaw3smWd22itEeupCQ+FZSHPnoqKNfRTUZawtX8BeUVlMDieoCuAfBBMKCnvoCGpUvWsxk8Uxio2n3YccmOnyZNmqBSMXSz8XnOh5wXAdS5kHNinYGuAYZ4DMHUelPhYFb4oCftcSiiN28SgvJ0VVehvj4qdu8Gq7HjYNJIOpNLio+/A8Iw/36g6LRbVb8autgU7rhy1icCo5acFbYmq6e0QIsqFuLYy4tWSiR4ASspW2izODw6W+DEbBO7sd966y0hFFedF2hJwOQKq1OzZ89GWafYAie2sdOHgV9WthYuWLBArH/ttddEVmLt2rXQJko7cMpOeECcCKC8zj1HUO5RE3WTDqKmaQCMXjsN2Ncqlu3he8IMFEt5/F0FXcmZhapbt26xHBAuPb6E367+JgIplRs5O/Cm1JtSaA1Ulpj88BFErV6NxIuZYy6IcZ06sBo3FhV795ZlPEmxdtpV1NfFwaY1UdmkcKOQFuy4iRVnHomS3YE32mP18n+EmzjtQ3gRy4taSdmhvAROhCW4TZs2idfFfVxVnmNAP2fOHKhgSZDWN2WRErcj4BPq6ekVS7mmNClLgZMKlu4eXqegPAh+t3MLyu88EZSHQF9HgZr1aqLu4KnPF5S/BBkZGWJnYxaKmijeJtwXGDw1bdq0WEa8nA8+j1+v/orLoZfFbWM9YxFATa47GTYmNkV6rOQ7dxC5ejVid+2G8oktA8t4ViNGiPEuBvaFK6lIJIUhNSMDg65441JsIupWMMGuxh6FmmkXn5KO7t8fQ1BMMqa0rYoPetdCu3btcPr0aQwcOBDbtm2TH0AZojwFTr6+vkKuQ60WwwqVSWZuOnToIDJR5TJw4ptD80TVSVKFm5sbtImyGDjlFpR7nc0UlMeGZxOUKyOQmnTjiaA8CdZOLqjXuTtqd+gC04qFN+ErKgkJCVkjXsLDn3gqAaJ8xwCKNhbqHDTM3fds8FkRQF0LuybWmeibiGHCDKAKY2OQnfTISERv3CScydMfP35axuvZE9bjxsKkQQO1bbukfBOUnIquF70QmabAyErW+KGWa6EuLo56hWLSsgvQ1QG2vtIG+jEBwi4kPT1dnMgGDBhQItsvKb+Bk7ZSbIETW/OpbeIVTnb4MPzSq0Z5aAtlPXDKISi/Hy2yUA8uZxOUQwFlui/Skq4JQbmunh7cm7UUQVTleg2hU0zmltwfWM69ePFijhEvqkHDDKIcHR3V+nyngk6JEt6N8BtinbmhudA/0QfKWL9oByaVJ1TkqtVIupyZ0SLG9evDetw4VOzRXY52kbw0JyLjMOLaA/Db+l1NV4xxKlym9M0NV7HtSqAwxtz1Wlt8/NF8Mf6iSpUq4vtW3PMnJYVDBk6aRbEFTm3atBHdG/Ry4okv9xUS29S1gZLycSo2QfneY7hz7AFC0zyy1uvoJglBeXrqTSAjDhXtHFCvUzfU6dgV5jbFYyuQPQvFUh51cCqcnZ2FmJzlvKK0wj4L7s7HA47jxys/4n4UNV+Avak9XmnwCga4DxAdeUUl6eYtoYOK3bNHBFRZo11GjhSlPP1ismSQlA9+evQYC32CYaSrg52NPdDA/PlGt5EJqej2/TFEJKTiza41MLWVEzw9PYUdDE0xaY4pKX1k4KRZFFvgRA8fngBrlRMDQU3JOOUh2h9YXBcRimq4XXcdvM6HZhOUK6HM8Eda4jVkpD0QxnpVGzVBvc49UK1xM5GVKg5Ug4aZhbpz505WmVfVkccsFO341eUDtefhHvxy5RcEJwSLdVUtquL1Rq+js1vnF9JbpUdEIHrjRmFpkB4WJtbpGBgIEbn1pInSVFPyQmRQD3LjIf6NiIWrsSEONq0BS4PnB/g7rwVhzrorMNDTwd457XD95L9ioOr8+fPlAOAyggycNItidQ7nxGNap5cHNDZw4sf6pQuQGg/MvoB0y+p4eDUct04GIdArKutuOropSEu8DkXKTSgzomBmZY26HbsKWwPLSuorpeWGXlDsyGMQHhX1dHvYFcQsFJ1l1dFokKJIwYa7G4SRZnRKtFhX364+3mz8JppWavpCj0nxeOy/BxG1ahWSrmXqqohpq5awmTgRZu3aFVsJVKKdRKelo8fFe3iUnIo+dhb4u06V5wb3PHRPXXERh++GokVVa6yfLmcyljVk4KRZFFvgRKdwXtHQ4ZRaldwnN40KLrQ5cCJ/dQKCLgPDVwG1+2etjglLxO1TwWJWXmJsZgdZfrYGbnUbCC2Ue/PW0C+mbklVRx6zUHSdVWWhuNOy7MsslJ2d3Us/T1xqHJbdXIbVd1YjKT3TpLWDSwfMbTpXZKJelKTr1xG5fAViDxygyZVYZ1i9OqwnjIfFgAHQVaMQXqLdXI1NRL/L95GmVGJRDRdMcH5+CTggKhFdvz+G5LQMLB7REAMbOYv1/B5xdJI6dYSSoiMDJ82i2AIn3SdX0rmvhqQ4vAyybRZwbS3QaT7QIe/MugxFBnxvRODOqSA8uhkhklRERycdack3oUi5DqUiHMbmFVGnfSdRyrNxKb6uybi4OOFOzixUdl8oupMzC0V38pd1Rw5LDMMf1/7AlvtboFAqoK+jj5G1RmJmg5lF7sDLTlpgICJXrxGlvIyEBLFOz9oaVqNHw2rUSOjbFM0eQVI++d0vFJ88CIKxrg72NakBzwrPF3n/etQb3xzwgm0FIxx5qwPCAv3ETDCetJnVlY7ipYcMnDSLYguc6BD+LOjRoE1odMbp5A/AoY+BukOBoUufedf4qMw5ecxEZZ+TB4QjTczJ86IJBZxqeIosVM1W7WBQTC20vFp+8OCByEJRmK/aRdkpRHdaBlEvOyPvYcxDfHfxOzHOhTBomtVglvCBoiP5i8LZeNGbNyNy5UqkB2Vqq3QMDUX2yXriBBhVr/5S2y3Rfr3TmOs+OBoZhxqmxtjftAZMn+PvlJKuQK/FJ+ATnoCJratgTltHMYibjRgcx0JzYknpIAMnzaLEDTC1FY0OnLz2AetGAg71gFknC21rEHA3CrdPBcHnahgyOFRLZKEUSE+5g/RkmmsGw9DEBLXadED9Lj3hUM29WN9/ekJx4e8quGNTb0fDNRqvviing07jmwvfwDvaO/NxLariraZvoZ1zu5cy7FSmpyPu4EFELFuO5OuZM/aIWft2sJk0CaYtpR5Fkj9hqWnocsELoanpGOdkg29qPt8N/OT9cIxdek54O+18tS1O7V6PmTNnwtLSUlyElFWnZm1HBk6aRbEGTidOnMCff/4JHx8fYbHOtvJVq1aJJ9M20bhGB06RPsBPjQA9o8yZdbpFCzCS4lLFeJfbJ4MQFZKYtV5HJxqpIgtFc81k2FepLrJQtdp2gLFZhWLLQnFGHrNQ/KnC3Nxc6KA44oW/vwjpGenYen+rMNGMTI4U61o7tRYBlIfVUzuHF4Ffr6QrVxC5bBniDh3OFO2zk7BWLdhMmYKKvXpCRw5nleQzDJj+TtxbltSpgn72ls99j15dexm7rwejkZslNk5rgaZNm4gRWRyN9d1338n3uBSQgZNmUWyB05YtW0T9nPPqGCzRbK1atWr45ZdfsHfvXrFoExodOGUogIVOQHoy8NplwObFykTcRUIexIgAyvtSKNJV5po6GUJInp58HRnp/tA3NEKNlm1Qv2svONWoVWwjXmj1Tx0Ul8TExCztHX1smIWiJupFnpsCcg4RpoA8LSMNujq6GFFzBGY3nP1S+icVqX5+iFyxEtFbt0KZlClQN3B2hvWkSbAcMhi60rRQko0vHgThZ79QWOnr4b/mteBg9OwSckhMMrp89x8SUhVYNKQeLCPvoGfPnsIjjaOQeDKQlCwycNLOwKnIPdOff/45/vjjDyxZsiRHRx2NMVlOKYsMGjQIVlZWGDp0KMoVzDDZPsmYhFGj9GIwCHF0t0SXibUx8eu26DC6JuzczAGlLnQNasLQfBhMrKdDqdsAt0+cw/qP3sbKt1/FlQO7kZKYKZRWJyw/dOnSRVxJDx48WFgYMCN169YtLF++HL///jsuXLiAlJSUIj0uncb/1/R/2DFgB7pV7oYMZQbW3V2H/tv7Y9v9beL2y2Do5oZKH86Hx9EjsHt9jhCPU1T++PPP4d25C8J+/RXp2awZJOWbt6tWQr0KJohKV+B/d/2ztH4FUcnCGG92qyF+/3q/F1p16Ixu3bqJ8Vjz5s0roa2WlAcmTpwozgs0W80OR/6oLlo5j46/80I3N3S4X7x4cdZtDqquXr260LGyi5pjgxjsl1WKHDixZbx9+/Z51jMrk98bVBbgdOaVK1eiXGL3xKg0TD07oZGJPuq2d8bwec3Ewt8NjfWgVFaAgUlbGFtOh6H5IESG6OHIP3/ij5njceCPnxDy4Gl5TV2wW4jGmRwBxC8eReMM5jlDcc+ePaI8wZ+8XRRcK7ri+47f4+/uf6O6RXVRvvvo9EcYu3csboXfeunt1rO0hO2sWXA/chiVFnwEA1dXKKKiEP7zLyKACvlioQioJOUbQ11d/FzbTTiKH46MxZrgzDLys5jQugqq2ZkJR/Ffj3jjm2++EScvnoRU2VmJRB0YGxtj0aJFOXz4XhQeu5ctWyaMkQ8cOCAuErp3715mR7gVOXDisFZv70whbXZOnjwpSnZlkY4dO5ZfJ127mpk/w++p/6HdzEX2iVmoLhM84ejOcpYOdPWrwrDCQJhYzwR0muDmf2ewZt6bWPXe67h+eD9SkzPLVOqEfjX9+vUTWSiWJ2xsbMSVNjNPv/32m/hSMiNVlC9iC8cW2NR/k9A6mRmYiRl4o/aMwidnPkFU8ssfLHSNjWE1ahSq79sL5++/g1FtT1HCo7Gmd/ceCHznHSR7qf9zk2gOtcxM8F7VTC+mj7wD8Sjp2VlUAz1dzO/jKX5fdsoXli7uOH78uNAGmpo+f5SLpPRgsKBQJJbK8iI9Yl27dhXxAGckvizTp08XCRlmoqhXZWWL44M4aaIsUmRTnGnTpokMzj///COuZIKCgnDmzBm89dZb+PDDD4u8AfxS86qIepXg4GBs27YNAwcOzHEfzozjfUJCQoQp4s8//4zmzZsX+bnKJWrOOOWHgaEearVyFEtUSILQQt09G4LkeEDfpCX0TVogI90X4QFXcfCvX3Fs1VJ4tu2EBt16wa6yenUXTPW2bNkSLVq0ELVqjqBglvTRo0diqVChgri64VIYzRqtCSbUmYDeVXvjh0s/YJfPLmy+txkHHx3EnEZzMMRjCPSKKLrPDcXhHNti3qsXEk6fRsTffyPxzFnE7twlFrMO7YWQ3LRZs2LTjUnKLtNd7XAgPAZnYxIw544ftjZyh94z9oNONe3RzsMWJ+6H48u9d/HHOO1q2NFWMjKS8N+xeqXy3B073ICeXtECaz09PWGEPXr0aMyZMwcuLi5qm23KC13qjCjD0IqME4f78o2ixoRjMxglTp06VZRKXsQvhG8SgyEGR/mxYcMGkUVYsGCB0FDxvj169MhRfqG3DwfF5l4Y1BUV6mIo6Mu+aDS2TzJOYff4zSz2p7OqZIY2Qz0w8as26D61DpxrWmXLQg2CsdV0KJQNcO3Qcax85zWs/fAt3Dp2GGmpRdMjPQ8GGMyAjhw5Em+88YbYTzlnkfssvcg4Noj7FjtDC3O1ZWdqh4XtFmJFzxWoYVUDMSkx+OzsZyIDdTX0qtq2uUKbNqi8bBmqbN4M8549qXpHwrHj8Bs/AY/GjEX8iRMvdHUo0VwYJP3o6QYzPV2ci0nAn/6ZcxKftR992Le2sCbYfysEZx5kDtZmqY5NPOnpqpmVEsnL64cbNmwozs8FwYCKF6zZFz8/vzz3Y2VA9fd9+/bh4MGDahv+rm5e2MeJZRCW7HgioqMzX+xLb4yOTp6MEzMH7JTiF55QBMwolEEag7jCQqEaH2Pz5s3PvN/HH3+MTz75JM96jeyqI4o04AtHICMNeOMGYFl8zt8FEf04EbdOBOLumRAkJ6Q9WatERpoP0pOvISP9EYzNzFC7QxfU79oTNs7Fc5XBEwZr6CzfZf/i0kyT+xmD8sJ8UWlfsOneJvx85WfRiUcGuQ/CvBbzYKyvXlPQ1EePELFsGWK2bhMz8ohx3bqwnTUTFTp1kjPxyhFrgyLwPy9/GOro4HCzmvAwe/a+Nn/7Daw+64c6ThWxY3YbNG/WVDjz//XXX6JyIClbXXU8FTPrVBro6poUKZs9ceJEoWmmGJxVo86dO+PGjRsiu89giq+F59xOnTqJhEduqQzlM6xS8aJWBd8jJkRYefr2228RGBiIU6dOPbO7TWO66gjfFO4QnGTPkpk6gqaCgjOW8FhLVcG2c95mebA4eP/998UHqFpYZ1UHpZYl0DMAbNxfurPuZbB0MBVZqAlftUa3ybXh5EFPGh3oGlSHoflgGFtNQ5qiNi7vO4jl/5uFDZ+8hzunjiE9TRVkqU9MzvmKkydPFuaA9H+imDw8PFyIyL///nshTHye2FFfVx+jao3CroG7MNhjsFi3zXub6MBTN4aVK8Px449R/dBBWLOTxcQEyTdvImD2q3g4cBBi9+6FsowKKCXqZZSjNTpZmyNVqcRcL3/hMv4s3uxaA+bG+rgVFIutlwMxfvx4sf6zzz4rcseppPhh4MJyWWksLyMBaN++vagC8dyZHwxC3N3dcyz5jQFigOnh4SEejwkONjQwkVIWKVLgRI0Rv3xs7WfQZG9vL37niYgDJdUNT2gU8/K5ssPb3JbCwkBr2LBhwmOKacNnBV1GRkbiyoAeVdTKsCSpjqCp78//4b0t13HZL6rkgyiVQLwYdU6FQd9ADzWaV8KguY0x6qMWqN/ZBUam/AI97cgzMOuHoHux2PvTN/hr1gScWLscsWFF64orDBQ19u3bF3PnzhVicu7HvNrgvvHjjz9i3bp1zy3j2ZjY4JPWn2Bc7XHi9q2Il++4KwgDe3s4vPcu3A8fgs2MGdA1M0PKvXsI/N9c+PTth+jt26FUc6ApKVvw5PZ1TVdRsjsfk4DlgeHPvL9NBSPM6ZxpR/L1AS+MmzRVmBXzYpB2MhKJuvjqq6+wa9cutSU0eNzlUlYD/EKLw5lhat26tSjNTZo0CbVq1RIvjAaYPMmwq44pueLKPr0Mhw4dKvL/zJ49WyyqVOvLcNE3DLeCEsWy/oI/3O1MMaJZZQxq7CwGc2qDQLyoWDuZod3wGmg1sDq8L4fi1vEghPjEQM/QQyxALFITr+L8zj24sHMrqjdtjobd+8KtXgO1CqSZjmWAzMwpS8/nzp0TIyqYcubCiwOW8ZipKqiM19KxJVbdXiXm3xU3+tbWsH/zDdhMnoTINWuEoWbqw4cIfu99hP/yK2ymTYPFoIHQLaPaAMnL4WpsiHnVHPHB/UB84ROM7rYWcDE2fKY9wepzj/AoIhFrLwZj/vz5mDVrFr744gtxwSs77STqoF69esIUm7MRiwovUKk3pf0APZwCAgJEIMZGn969e2t2xolX4VTRs6WbwlqKwVnu4BvFdQyiXuRNexbUnvA5c2ezeJsZA03B3ToI7zT7Ha0cz8NQNxXeYYn4Yu8dtFx4CDNWXcThO4+RrsgogYxT6ZTqnoU+O/JaOmLIO00w8sPmqNch0xcKqAgD0/YwtpwBfdOe8LkSiM1fzBelvCv7dyFFzZ40LAFzMCpd8V955ZWsMh5r7rySYhmPYsV8zdwqVhE/H8U+emmTzMKiZ2EBu1degfvhw7B/ay70bGyQFhCAkAUL8KB7D0SuXYuMJ5ooiXYxydkWzS3MkKDIwDtezzbGNNTXxdzumd//P4/7YOCIsaLlmxl7inElEnXx6aefCg3yi1y8cowbgySW8UaMGCE0UadPnxYXrhotDudVOYMlZpvyg/YETP++TKquIHE4swG0ICD8YNzc3PDqq68WSRxeVNjlx4Wlwnv37r20ODwtLQohITvg/Wg7jjwwx8nAlngYm3nCJXbmBhjaxA3Dm7qiqq0Z1Mrj28DvrQCjisB7fnyjUZZJS1Hg/sXHuHUiCKG+T7salRnRSE++CkXqbRgY6aB2+85o1KMPbFyKR/CelJQkxLS0NFAFTNxHmW3lfqka7UKxePM1zcWYlv1D9sO5gjNKmoykJERv2oyIpUuR/uRCQ9/JEbYc9DpoEHSyufxLNJ/7CcliEDD1Tr96umFIpYKH+GZkKNHvl5NC6zS1bVU4h50T2SZ6nVEIW2497koAOXJFs1D7rDpO12ZQxGn0+UEhF0t5kZHPd7fNDkt/KkPNRo0aiSt7KvH5fAyQmMKbMGGCGCrMAIo27Rs3bhTPl1v7pAmz6vh2x8XdQGDQBlzyvoBj/vVxJqgZ4tOeljibVbESAVSf+o4wNSyy1VZe0lOALyox8gD+dxeomGmopwmE+cWJjrx75x+LgCoTBRQpXkhPuQalIhhudeujYY++qN6kBXT1Xs5TKT8YrDN4ZhmPXyoV3P9UZbzhe4fDO9obv3f9HW2dS883h1mm6M2bEfHHn0h/Ytlh4OIC21degUX/fnKgsBax2DcEXz0MgbWBHo4394TtM44Vx+6FYcI/50UG6uAbbdG9TVPhus9KgpOTU4lud3lCBk7lPHCiCp7tgQUFK0z9UnhdVI8QVctibhgsce4YoY2AygCTnhEsCfKEVZyoO+OUH3RsfRy6F48CtuC4d4rIQt0M94TySQXV1FAX/Rs4Y3gzVzRytXw5bc/PTYAIb2DcdqB63ve7rJOanC6CJwZR4f7xWesz0kOhSGEW6i7MbayEqWa9zt1havH8afIvAsvEzEBdu3Yta1+nTiTKLgoHlQfxesvXs8TipUlGcjKiN25E+F9LoAjPFBEbVHaD3ezZqNinD3SKIcCUlCxpGUr0uOiF2wnJGFHJWng9FQQP86OWnMVZn0gMa+KCBb2ql0k9qrYhA6dyHjhRa8TAheKtgk4ovHIpq7NlykrGqSASEh4gKHgjbvkcwnE/DxFEhSY9fa8pKB/ezA2DGrnAzvwFBOXrxwB3dwM9FwEtZ0JT4e4a+igON48F4P7FUCjSntTUlSlIT7kJRco16OrGo2ardmjcewAcqj2xYlAzNBNUlfG4bxCFjgL6TvqYNWBWmanNs4QXtXadcCPnPDxiWK0a7F6dLQw2dXRfyJFEUka4FJOAPpcz50DuaOSOFpYFB0NX/KIw6LfTwhjzwBvt4eEgS3TFjQycynngRPEsA4iCsh4qbycZOL0cGRmpCA8/isCgjTjjHYiTgc1x8XEjpGZkds7o6wKdazmIUl7HmnbQ1yvkie/wp8CJ74Amk4B+T6dSazLJ8Wm4czoYN48HIDY8OWu9Is1XBFA02HTxrIPGvfujetMW0H3J0Sj5wf2dZeO9R/ciITwhaz1Fjq1atRLu5WVhTEpGQgIiV69BxD//IONJoGdUowbs5/4PZu3bl4ltlLwYc+/6iQHAnmbGONi0JvQZGRUAm1EO3HqMHnUc8Oe4puIkQXkEvZ0sLYsnS1uekYFTOQ+cVqxYUagnZolNmyipjFN+JCcHITh4C7z9duDEI0eRhfKJyS4oN8SQxq4Y1tQF1e2ek3a/vhHYOg1wawVM3g9tQpmhhN+dSNz8LwC+NyNoSv5kfZzQQSlSbsLCviIa9+yHup26wdBE/cNOb4TdwKtbX0Xd+Lqwi3uaKWRpmwEURwDlZ/pW0iji4xG5ciUily1HRlym67lp06aiM8+kYcPS3jzJCxCRmo625+4gKl2BT9ydMMO14Gynd2gcuv9wHBlKYMusVpg2qKvInDJwolWBRL3IwKmcB07ljZLQOBUWpVKBiIjjCAxci6u+d3EqqDlOBzXPIygfRkF5PUeYGeVzgg66CvzVATC1Bd55AG0lNjxJ6KBunwoWGSmBUgFF2n3RkWdgGC00UI169oOFvfqaC+JT49FqXSvx+76e+3D90nVxQkp7YkpJPQmbG2hzUBa8cxTR0QhfsgRRq1ZnjXIx79YVdm++CaNq1Up78yRFZHVQBN7y8kcFPV2cbOGJSkYFd1G+vekaNl0KEIOA+5g9xKhRo0QzjmoItkR9yMBJs5CBkxZknPIjKSkQQcEb4BewGRcCHUQW6kZ47SxBuZmhHvrWd8LwZi5o7Gb1tASTEg98+aRN/p2HgGnB7cvaQHqaAg8uheLGsUA8fvjU0iAjPUyIyTPS7sG9eRM06T0QTjU91VKq6rChAyKTI7Gh7wbUtqkt7Aw4MojdeHFPsjv0hmKDA+092A5e2qQFByPsl18Qs2175hBoXV1YDhkC21dnw6AEulYl6oHjV/pevo/LsYkYaG+JP+o8zUznxj8yEZ2+/Q/pGUpsnN4CY3u2xv3790UDDueHSdSHDJw0Cxk4aWngpCIjIw1h4YdEFson+JbIQJ0MaoHQxKdp+up2ZkILNbjxE0H593WA2ABg8r+AW/F2JZY1S4MbFJOff4z0J2JypTIFipTbIohyqGaH5v2Hwr1Zy5cSS4/fNx5XQq/gm/bfoGfVnlnr2X1Hk1jaeWQfFeTp6Ym2bduKMRilTYq3N0J/WIz4w4fFbR0jI1iPHyecyPXK0H4vKZjrcYnoefEeuIdvalAd7awLFn+/u/k6Nlz0R/saduise1v487GszDIFHZsl6kEGTpqFDJy0qFT3PBITHyIwcB0CgzbjdpgtTga1xMXHDZGqyOy+09PVQZda9hgZtwIdQldBb8DPQOPSb5kvaZIT0nD3TDBuHgtETNjTKeSKtEdQpFxBRZtUNOs/SBhr6r+AYeT8k/Ox48EOvNrwVcxoMCPP31kV9/X1FY64vMJXQSdnBlDVq1cvdZF24uUrCP3uOyRduiRu61lZwW7Oa7AcNkx6QGkA8+4F4J/AcHiYGuFos1oFCsX9IhLR+bvMrNOGac0woktzUaqj0TDNhSXqQQZOmoUMnLQ845QfCkUyQkP3ISBwDR5H3sH5kEY4Gdgqh6DcEREYViUJw4aPg6t16WttSktM7n83UgRQvtfDoVL5ZSiiRQbKyDQITXv3Qv2uvWBUBD3SkutL8NOVn9C/en980faLZ96X9h0MoG7cuJE1poBX/G3atEGdOnWE/UdpwQAv/uh/IoBKfZCphzPy8IDD++/BrHXrUtsuyfOJSUtHq3N3EJmmwEIPZ0x2yd8+hryz+Ro2XgxAhxp2aJV6WcywoxcfZzUWNJdRUjRk4KRZFHvglJqaKp6AV8lloVuorAdONCTUfcYHoW5iY28gIGAlQh7vhn+sjdBCnQ5ujoS0zHEuTGy0dbfFqOZu6OrpIByFyyOxEUm4dTxQCMpTEjM9yJTKNChSbkFP1wsNurVG4179YWZp9dzHOuB7AG8dewsN7Bpgde/VhXp+jnI5e/as0EKphORsC2cnHp30S/MEpkxPR9SGDQj/6WconlgYVOjUCQ7vvgPDKgVraCSly7LAcLx/LwBW+no409ITlgb6BWadOn33HxQZSqyf3BhTB3dDv379MG/ePDmGRU1oa+A0ceJEcezavn17vobWUVFRGmlvUWyBE43/XnvttSx7Apax6FXDddRqFOf8OE0NnJQKBR506w5DD3dYDh4C804doVNCJ8TU1AgEBW0QWaj4xHBcDq2PE4GtcCfy6egcGzNDDGniIvRQ7vbls6smLVWBe+dCcP2IPyKDE3N4QinTb8CzTXW0GDgUFvYFD5e+G3kXw3YNg5WRFY6PPI6ifq8uXLgghOT8nbD7jp14XEqzE49BU9ivvwojTdAt3cAA1mPGCAG5nuzCKnOw/Nb5ghfuJSZjhosdPvFwfm6HHT3h/pnQVPj1SdSHDJw0i2ILnF5//XWcOnVKzIzr2bMnrl+/LgKnHTt24OOPPxYt2NqEOgKnxCtX8GjU6Kzb1I1Y9O8Py6FDRAmkJMjISEeY30YEXH4P0ZYGCE20xcnAFjgd3BZRyWY5bA1GNnND73qOMDEsf2M5+HUIvBctAqiH1zJHlajKeBlp1+DRzA6thw6FpUPeACoxLREt1maK7k+OPAkLI4siPz+zTvwOsYynGizMTrzGjRuLWZDcF0uLFB8fPF60CAnHMoNCfTs7OMx7P9OBXBpolin+i4zFyGs+0NcBjjWvheqm+Z8EHkUkoPN3x0TWafvsNmjoqnlZAm0JnHjsSXxSti9pTHV1i/QdnljIjNPJkyfx/vvv4+LFi7C1tcWgQYPw5ZdfwsxMzYPsy3rgxInwHLzLdmpO1ebMLgZOHNTLgzt3FG1A3eLwlIcPEbN1G2K2b0d6WFjWeuP69WE5eDAq9ukNveKeUs6P+ktXxBkkIqDrSITE/Ie09DRhZ3AyqD2uhdVEhjLzy2NurI+BDZ0xopkr6jqX3sm6tD2hbvwXgFsnApCWkvk1USpTkZF6G1UbmKDdqEF5AqjOGzsjLCkMa3uvRT27ei/83Nzvbt++LS5SVJ14zAbQyoBCcvrulBbxJ04g5PPPkfbIT9w2a9sWlT76EIZuBc9Kk5Q8Y6754HBkLHrYVsSKegV7c7216Ro2XwpAJ2adJjbDoUOH8O+//wp7AknJBU4JCgWqH79RKm/5g/b1YFYEXeXEQgROERERaNCgAT7//HP06dMHYWFhovGA65YtW4ZyFTixZHDz5k0RLGUPnPizffv2WXO7tAV1i8OpG+GJJ2brVsQd/S+z9MEPwtgYFXt0h8WQITBt1qz4ruD/6gQEXQaGr0KaRzsEBW0UZbzk5EBEJVvgVFBLnA7phMfxT0tD9ZwtRAA1oKETzI2L3m2m6aSlKOB1LgSX9z9AXOTTIdYZab5w8lCi0/iesHbKLIdM3D8Rlx5fwpftvkTfan1f+rn59fTx8cGJEydERx7hvlGvXj20a9euwNmRxU1GSgoi/lqCiL/+gjItTZSebWbOgM3UqdCVwuIywf2EZHS8cBcK5bPtCXzDmXX6T7iJrxhZA92a1xGZT2rvinuYurajzYHT6tWr8wQXvODj62LgRE8wNrn8+eefWX9nBqpDhw5ISEgok7quYgucGBwNGzZMaJoYOLFUxyfhbbZY79+vXeM8irOrLj08HDE7dyF6y5as7iVi4OYGy8GDYDFwIAwqFaypeSG2zgCurwc6zwfav53lTB4efhj+/isQFX1WZJ3uRnrgTGgfXAiqirQnc5tNDPTQp74jRjV3zWmuWU7gVyXgbhTO77qDEB/Oxst8/RmKSNi7JaLblB740fc3bL2/FbMazMIrDV9R6/P7+fnh+PHjIrurgh14DKAqqXs/KUIm9fFnnyHh9Blx27BqVTgu/AKmjRqVyvZIcjL/fgD+DggXc+wONasJvQK+s6+tu4Jd14LQv4ET4v79CcuXL8eQIUOwefNm+Za+BNpcqgsMDMTvv/+eYz01mmPHjhWBU7du3UR8QKmBCvEaExNFNp0+duUmcGLE2KtXL/Hm8Ms1Y8YM8SZQk3Hs2DE0adIE2kRJ2BHwI0i+dg3RW7Yidu9eMZBVoKsLs7ZtMgXlnTupR1B+/FvgyGdA/RHA4L/y/Dku7jb8/P/B48e7RXdZXKoZLoZ3x4nAdngU9bQ7hyLykc0yzTWtzcpf63J0aCLObb+BB1dioFRmvi9KZRJg64cNzmvQum4bLGq/qFieOygoSARQHC6sombNmuKipjTMNMWA77178firr6AICxf7rfXEicL/qSQ7SSV5iaI9wdk7iE5X4MdabhjhmH+J91ZQDPr8dBK0ffqrrwO6tc3MelOmwIHVkhejPIvDW7VqJYKnOXPm5Pl/Nze3Mml5Uax2BPT5+Oqrr0R5Lj4+Xmib3n33XVE+0DZK2scpIzERsQf+RcyWLUi8eDGXoLwfLAYPgXHNGi/+BLd3AhvHAU6NgOn/FXi3lJTHCAhYhYDAtUhPZ3AA+MbXwYWI4Tj+0AZJTxy4DfR00L1OJYxq5obW1W2g+4zJ7NpIanI6zm6/ilsnHiNDkem4rFSmI67CPUx+dRQcqhbfWBV6QbGEx9K5CtqDMICiFrE0uu8eL/wSMTt2iNsy+1Q2+NUvFJ89CIKzkQFOtfCEsV7+nXMT/jmPY/fCMK5lZVxe8i727t0rvJ1+++23Et9mbaE8B06zZ88Wxyhq5jQFaYCpBc7hqb6+iKagfNu2nILyevVgOYSC8j5FF5SH3gV+awEYVgDeD8g0dHoGCkUigoO3iSxUUlKmxiZZYYY78RNw5FF93A7JHBBLXK1NMKKpK4Y2cUUlC806ELwsinQFzu24gKuH/aDMsM1ab2mvQJthDVC5rl2xlTbDw8NFAMW0uOo6iAdjHsB4ZVfSxB09ipCPFmTus7q6sJkxHXazZ0vn8VIiSZGB1ufuIDglDZ+6O2G669OxTNk58yACo5achZG+Lha11sOgPj3ECT0gIKBMzFXURMpz4OTn5yeayCZPnoypU6eKTjpWpw4ePIhffvkF5Spw4lUIBV89evTIsf7AgQPCAZllPG2iLDiHC0H5yZOI2UJB+dGngnIjI5j36C5KeabNmxVuzlp6CvCFI82lgP/dASo6FW4blBkIjzgKP7+liI4+l7U+UtkT58P6Yf9dHcQlZ24Xk06datpjZHM30amjX8AVrjaSmJqAGQsnomFgJxjp1oCOTuZrr2Cti+Z9a6BGs0rQMyie94MHK5bSaWegciNnBooHMjpCl2b2yaRJEzh/8zUMnAq3v0nUy5qgCMz18oe1gR7OtawNc/28QmCeCgb9dhpX/aPxSsdqWD9vjNiX2D6ubf58JUV5DpwsLS2FN90HH3wg5nRy/+LxaMSIEcJktVwFTvXr1xdlut69e+dYT1E4y3Us32kTZSFwyk56RMQTQflmpHpnE5S7umYKygcNer6g/KfGQOQDYPwOoFrHIm9DbNxN+Pstw+NQ6qAygyV9I094p0zBgXv2OO+b6T9EKlU0xvBmrkIP5WRZPoaHdt3UFWHxj/Gx3hsIOpkApQ4DqMx6vrGZHhp0cUOd9s4wqVA8NX4e0JiByh5A1ahRAx07doRTCQcuMXv2iOwTdXu6FhZw/PwzVOzWrUS3QZJpiskOO+/EFPyvigPeqeqY79ty4FYIZqy6JOxIZrsE4JfFP+DDDz8UJztJ0dHWwElbKbbAiZOz79y5IwaTZoet0uzwYZuhNlHWAqccgvLr1zMF5Xv25BSUt2kjSnkVOnfOvzV87Ujg3j6g97dA82kvvA3JKSEI8F8hdFAKRbxYZ2RUCcoKU3HcvzG2XglFREJqVhaqcy17jG7hhg417MXgYW1lyoEpOB9yXsyr616pM05t3ISbx/yhZ9gAOrqZpVVmnWq3cULDrq6oaFs8AWVkZKQQkfNiRvU1r1WrlgigSrILL9XfH4H/m4vkG5mt1lbjxsHhnbeh8wKDlCUvzu7QaEy95QtTPV2ca+kJO8O8739GhhLdfjiGB2EJeK+HB2Z09Ch33bPqRAZO2hk4FblmwCCCvjK5YYt0WXUD1UZ4MDNp0ACOn34CjxPH4fjVlzBt2pRHPiScOIHAN96Ed/sOCFm4EMleXjn/2faJW3n4vZfaBmOjSnB3fxdt25yEe/V3YWhoj5SUEKRGfI62FSdg1Yjr+GGYO1pWsxYeMYfuhGLy8oto//VR/HT4Ph7HsqVf+3CrmKkrehT7CMZmFdBl0iSM/3IKnN1vIDV+LzLSH0ORliHMNVd/dAb/Lr2F8IA4tW8HTTIHDhwoTOeYKeY+w068P/74Axs3bkRoaChKAkNXV1RZsxrWUyaL21GrVsFv6jSkR0WVyPNLMuljZ4EG5iZIVGRgse/jfN8WNnfMaF9d/L7yrL9wFJdIJC+ZcaL9AOuV27ZtE/VKVdBEz49mzZrh77//hjZRVjNOzxSUb9ueKSjPdmIUgvKhQzMF5fe2AjtfzSzTsVynJjIyUhASsgOP/JYgMTEzuNbVNUSlSoORYToO265nYPPlAEQnZg6zZdapSy17jGlZGe3cbbWmI2/FrRX49uK36FmlJ77pkNN9+dH1qzi6YgmiQjKgZ9wMegZPM7duta3RqEdlONewLJarfDr30jIkexceO2E7d+4MK6vnDzFWB3GHDyPo7XdE96iBszNcfv0FxrVqlchzS4ATkXEYdu0BDHR0cLJFLVQ2McrztiSnKdB20RGEx6fi51GN0NndAqtWrRIjfxiASwqPzDhpFsVWqmMAwRl1nD2jEpyy64ImfFu3btXIicjaFDhlF5QnnDolSnlxR448FZSbmqJiuyawUmyFcVU76My9o/7nppA8/BB8H/2F2FjV7EId2Nv1RCXnaTj1yBZrzj3CBd+oHB15nJHHQcN25nkP5prEUb+jmHN0DjytPbGx38Y8f89QKHB5306c3rgG6ekVoc8AypAWE5nBkn1lczTuURlVG9oVSzDJFmGKOFlyV41yadq0qbAxqFACQ3tT7t+H/+xXkebnBx0TEzh/9y3MO3cu9ueVZDL8qjeOR8VjZCVrLPbMv+vyh4P38OPh+2J2ne2VZVi6dCnGjx+fNdxdUjhk4KRZFKsdAf+FLYXUTlDzxKsQHnS1EU0NnPIIyrfvQPTmzUh9+DBrvZFFGixnvIuKg4ZCvxgyDtxPoqMv4JHfX4iIOJq13sqyJSpXnoHwtIZYd94fWy8HIPZJR56+Ln2hHDCmRWW0qqaZvlA+0T4YsGMAzAzMcGbUmQKzR7HhYfhvxRLcP38aOroWMLZoAx29Wsh44tRuYW+CRt3cULNlJegb6BWLkebhw4eFLxuhwy+zCjSuK26xqiI6WuieEk6fFrq8Sh8vgNXw4cX6nJJMLsUkoM/l+9DTAU638Mw36xQWl4I2i44gNT0Dn7QywsSB3YRhIVvMHRwc5FtZSGTgpFlIHyc1oQ2BU/ZAJunSJURv2ozY3duhVGSe0CnSNe/eHZbDhsK0efPC2RoUkfh4LxFAZTqSZwZJFSrURpUqs2Bu0RV7b4aKLNQVv6cdeVVsTDGquRuGNnGBTQXNyUKlKlLRbE0zZCgzcHT4UdiaPPV1yg+fyxdw+J8/EBv2GNAxgYP7QCQluCA1KTOCMq1oiPqdXVC3gwuMTJ66t6sLahZpUsdASjyfqam4EGIWSl9f/c+XPSsavGCBsNkgtrNnw/bV2VKMXAKMuvYARyPjMMrRGj/Uyj/r9M7ma9h4MQC961XClV9eFbPrPvnkE3z00UclsYlagQycNItiDZzYOUetBK8+UlOfGiCS/OzVNZGyYIBZnCh+646YUzcQHVELKb4hOefkDRkCi0EDYWCfv1Hey5CcHCTMNIOCNghzTWJqWk1koCo5DIDX4ySsPeeHbVcCEZ+SGWAZ6umiR91KGN3cTQjNNaHLp+eWngiMD8SKnivQ2KHxc++flpKMM1vW4+LOraLUaWJhixotJyPwvh7io1LEfYxM9VGvkwsadHaFsZl6O9J4GKA53ZEjR8RUc8KyOz1ZqINiOa844POG//wzwn/7/WnH3bz3NeIz1oask74OhJt4flmnuyGx6Ln4hOiIfbNqKObMmCxG+rCDujgDam1CBk6aRbEFTvSGoYcTB/UxgGLnDp2LeZVqb2+fb8edJqNNGacc7JwDXF4hBv0m2Q9C9OZNiN21+6mtgZ4eKnTsCMuhQ1ChXTu1uz6npUWJocL+ASuQnh4r1hkbOcGt8jQ4OQ5HikJfDB1dc84P1wNisv6vmp2ZCKCYhbI0LXuzjlRM/3c6zgSfwaetP8Ugj0GF/r8Q73vY//tiRAT4ids1WrZH5YZDcfNYKKJCMgNNAyM91O3gjIZd3UQ2Sp3wQoHfcWqgOE6J8HtNw1tVM0hxELVuHUI++VT8bjV6FBzmzy+WzKckb9ZptKM1vi8g6zT273M46R2OiS2c8duM7qLBgKaHAwYMkG9lIZCBk2ZRbIETPWBopseWZgYU1DlRG8Ghv6+//joGDx4MbUJrA6fTvwD/fgDUHgAMX/l0Tt7+A0ILlXT5ctZd9R0cYDF4ECyHDIWhi3qHyKanxyMwcC38/JciNTVcrDMwsIGb2xS4OI+Gvr45bgbGiABqx9VAJKZmlq84FqJfAycxV6uBa9lrSPj87OfY4LUBU+tNxeuNXy/S/6anpeHslvU4v2MTlBkZMKlogR4zXwd0quDiPl+E+2cGNPr0gmrnhEbdKqOClXpLmcwkc9I5nchTUjIzXh4eHujevTvs7OxQHERv2YLg+R8yDQXLESNQacFHMngqRi7GJKDvc7JOR++GYtLyCzA30ke3xMP44dtvRBBNw2PJ85GBk2ZRbIET0/c8oHIaO3+nNYGnp6dYN2HChBwT27UBrQ2c7v0LrB0G2NcGXjmT588p3t6I3rwFMdu3CyGvQEcHZq1aCS1UhS5d8jfXfEEUimQEB28WOqjk5ECxTl+/IlxcxsHVZSIMDa0Rl5yGHVeDRCnvdnBmloo0cLHA2JaVRSBlXAwi6hdh1e1V+PrC1+hWuRu+7/j9Cz3GYx9vkX0K98ucEdiwRx+0GzMJQV7xuLDXF6G+me+Brr4OPFs5ik48dZtpMrPMsjxHJ9CFnCU0ap94AVUcvm3R27cj+P15IniyGj8ODu/Lsl1xMvLqA/wXFYcxjtb4Lp+sEw0xu/5wDD5hCXitqTneHdlZjNViBzUvmCXPRgZOmkWxBU682jx9+rS4+mTm6eeffxZXIAyYmjRpIp3DNYXIh8BPDQE9Q+CDEEA3/4AjIzUV8YcPC0G56IB6gp6VFSwGDBBBlJEaSzgZGWl4/HgXfB/9gcTEzG4vXV0TODuPElkomm5yl73sF43VZx9hz/VgpCoyx4pYmhoIO4OxLSrDzcYUpcnxgOOYfXg2aljVwJb+W174cdJTU3Fy/Qpc2pPpt2Xt7Io+c96GXeWqCLgbhYt7fRF0PzOw1dHVQc3mDmjSqwosHdT7+lmOZyet1xMzVSMjI3To0AHNmzdXu95FBE/vvS9+t3vjddjOnKnWx5c85UJMAvo9yTqxw84tn6zTslMP8cmu2/Cwr4DVY2rJrroioM2B05kzZ9C2bVthT7Rnzx5oA8UWODFVzwF/o0ePxrRp08REdgrCaZDGwX7MPGkTWptxYs87h/0qUoDXLgM2zw9+UgMCRDmFXVDZzTVNGjeG5bBhqNizB3RN1JPxoEA6LOxf+D76DXFxt8Q6zntzchoG9+rvQF8/028oPD4FGy/6Y81ZPwRGJz25H9Chhh3Gt6pcauNdfGN80W97P5jom+Dc6HMvLXb2vX4F+3/7AQlRkdDT10fbkePRpM9AUcoKuh+Fi/sewf92ZOaddYAazRzQrE9VtQdQ1DByoDe9oAiNM7t16yayzuoUdEeuXIXHCxeK31mysxo1Sm2PLcnJiKsPcCwqDmMdbfBtLdc8b09schpaLjwsyuTrprVEq+o28i38f3vnAd5U3YXxt1lN0r33omXvvTeyEZAlCgIOHIgi4B58ioiKoAKKDJENguyN7L2H7D266N47Sb/n/G/TRQtNm7QZ/9/z3KcZt8lNbpJ77jnveU8ZMefA6fXXX2e+b+TxRSdUpc3BpBCDtJOm0FBgsMCJjC9TUlJYtw2NbCBTNG0GavHixWjYsCHMCbMNnIjfWwPR14CX1gE1uuvURp565Agr5aUePEh1Nna7yNYW9v36ModyRd26etlE+njGxx/GgwfzkJh0ht3m5zcGNap/UWQ9Gg1BeozlJx/i0K2Y/Nt9nRTME2pYcz8421SemDxHk4PmK5pDnavG3sF74WFTce+b9OQk7Jk/B3fPnmTXqzVpjp7jJkJhK8y/i7qfzDRQD/6LLchAtfRAs95BcHDTXwmPSnakbSQPKK2APCAggDWN6NPjJ2b2bKHbzsqKOYxzk0zDcDoxFc9fuMPcxE+3rg0v6ye/J59tvMxK5GRN8PvLTVlHNZ0om9vvfVUGTswuJifPxK2SUUjFOp34pKamwsvLi8UDU6ZMYV6On332GbuPGksoPtixYwe++OILXL58GXv27GHlfYsKnLZs2cLq2pZY0zbrwOnvEcD1rUCP6UDrd8r1EDlR0UwHRYLynNDQ/Nut69SGE2Wh+vaF2E44sFeU+/fn4t79n2FrUxMtW+4odb0HsWnME4o8aJIyhPEuMokIfet7YWTrAOaGXBnt7r039EZoSigW91iM5p7N9fKY9HX9b+8uHFi6AOqcHNi7uaPfhE/gGULO4wLRD5NxZtt9PLgs2AqQiWitNl5o2isA9i76C6BINH7s2DF24qRSqdh7SqU7+tHUxxk0vdbH//saiX//zRzvA1et5ONZDMSA87dxMikNb/m54X8hPqVaE1D2dlK1aIx/8zW0bduWDZHm6CdwSs9Woc5Xu6vk7bz2TQ8oZWXPCC1evBjz5s1j2sdt27ZhwoQJuH37NvsN0AZOFEz99NNPqFatGstMUwe+RQ35HThwIBLzBMJisbjShoPqg9DQUBbp1qlTh+3IdevWVfUmGQ8uecN+4+6U+yGkHu5wfXMsgnfvgv+Sv9gsPDLUzLp2nbWX3+7QERFffIGMywXz0cqLt7fgLJ2adpt145VGoKsNPu9TByc/7YofBzdAfR8H5oC84UI4Bv5+HP3mHsXaM6HIyOvQM/Sw30fJgrWAPqAfpobP9cLwqT/B0cMLyTHRWP3VR7iwaysLNAj3AHv0GdcQgz9uBv+6zkzge+1oBFZ+dRKHVt1EaoJ+hiuTzonm3NEQYSrV0fNTqZ50jxcvXszfnoq8Vs8vPoeydSvkpqcj9O13oIopyCZy9Mf4ACFTuDwiDgk5gn9aYWp52qNFoDPL7EbZBLN9c+TIEVy9KpTROZbFn3/+yTrpCdI4UWBITSSF+eabb1gZn2xMTCFo0oUyZZw8PT2xcOFC9OvXjxnhkb7BUC3J+iYyMpJtb6NGjfD48WMmYCdDy7J2BJl1xunCSmDzO0BQR2DUFr09LE29T966FQlr1yL7jiDwJuR16rA2czZo2LZ8HVlHj7VDVlYkGjdeAWen1mX+v4uhiVh+4iG2/hfBgijCXi7BkGZ+zNKAgi19M+3kNKy5uQav1XsNE5pO0PvjZ6WnYdfvv+DOGaErskbr9ujx5njIFEV1TZF3EnF6230mJtd24dVt74OmPQNg46A/GwMa9r1z5858A00/Pz9WvqOUfkVQJyXhwbAX2QBrRcOG8F++TK8dnRwhu9f1zE1cS8vEx0Ge+CDQ84m3hXzVxq++AHc7a3ienoOtW7Zg4sSJmDlzJn8LLahUd/PmTdSrVw/h4eHM442gkyd6jaR11macaIYtGaaaEnot1f3vf/9j0WNZ3lgSgRkzVJOn1CL9qMPSA6dHp4DF3QF7H2DiNb0/PPshOH8eCWv+Rsru3cjNc5kX0aDhfv3gNGwoC6Z04dJ/b7IBwjVqTIGf7ys6b1N8WjbWnQ3FilMPERpfICbvXNMdo9sEon11V72V8fRhSfAsWIfhji04vHIxGx7s5O2LFz6eAkfPJ4OV8FsJOL31fn4XnlgqQv1OviyA0pcTOZXsaDQHnX3m5OTk2xdQZormWpaXrPv38eDF4dAkJcFx+IvwmjJFL9vLKWBjVALevvYQLlIJzrSuA6W4aEGCTjhofh3NsXvFOwZT3x/DTqDpAElz7DiWIQ7/6KOPMGPGDFZ9Kvw7RBloSlSQgS4FTqSBI8siU0KvpToKnGgcw+bNm9kbRPVN8vEoadEVqpFTJosU+fQjS660xaHRJ4GBgeyFtGzZEqdPn0Z5OHfuHAvsyho0mT0uIcLf5HAgO88xXI/Q/lQ2bQqfGT8i5NBBuH/8MWSBgcxok3Qr918YhPtDhrJOPbqtLNgoq7G/6ekFw4p1gQTib3YMxsHJnfHX6OboXNONLIOw/0Y0Xll8Gt1mHcLyEw+QljfupSL42Qmfs7CUMBgKeo+b9umPYf/7HrYurkiICMOqLyYh/MaTgbBPDScMmNgYz09oBM9q9lDnaHDx30dY/sUJnNv1ADl6KF1S5wy1KNMZaN26ddnvBekg5s6dy0Si5S3fWQcFsc8RRbmJq9cgefeeCm8rpyj93BzhL5chLkeFNZFC1rAwpBOk2ZHEdUkwq0SQkzidiHIsAzoxWrZsGcsyUjleu1CzCB3DV69eDUtAp646WvXVV19lGgZqQ9QHlNongSmV0Mh1fOPGjRgwYED+/X///Tfr3COncgqafvnlF6ZTonShNk1IZTjaocUhJb+2RTI+Ph7t27dnJUeaAF9WzDrjRPwQCGQkAG8dBTzrG/zp6DOUfvoMEv9eg+R/99LslfyOPIfnn2elPHnNAqFzcSIi1uL6jU/h7NwejRst0cs23Y9Nw7ITD7DubFj+fDw7uYR5Qo1qHVhuT6h7iffQf3N/2EhtcGL4CYML0lMT4rHpx2+YcaZEZo3X5yyCjaNTqfvh4ZU4nNx0D3Hhgl5M6SBjFga123pBXCzbUBH7AuquIR8oIiQkBH369GFi0fIQ9f0PiF+yBLbdusJv7ly9bCOngL/CY/HprTD4yqU40bIOpMWsPCKTMtD2+/3Q5AI90/dh/pyf2f7kwZNlZJwosTFs2DCmc6bXVZiPP/6YzbqkbJS5Z5x0CpyoDZkejASBZD+gb+jAUjxwomCpefPm7IxVuw2UMRo/fjw++eSTMnf/kEiNfKdGjhz5zHW1Iya0H3x6PrMNnBZ1A8LOAEOWAHXLPlNNH6ji4pC0cSMS1q5DzqMCAbWiUSM4vjgM9j17QlTsw5uQeAbnz78IudwPbdsc1Ov2UNC0/lwYlhx/wIIpgmKdrrU8MKZtINoEu+gU/GSps5glQS5ycWjYITjLDS+QzMnMxLKPxiMxKhIDP57CLAueRq4mF7fOROH01ntIjhVE4w7uCrTqH4zgJm56CfbopIZOjii7TBlf6s6lH1b6bhdO95eFtFOn8WjUKEi9vRGyf1+Ft41TlAy1Bs1OXGNZp99q+2OQ55Of2VeXnGEZ2kHBIswa25v9LlK5zk5P3bPmhLkFTlQd0mg0JRpeUiWIvtO//vorG79mzoGTTqeVJAyngEkr/jQ0NC+LymvdunUrsg10nVxLywLFhWTYSRqLZwVNxPTp09kHXbuYfVlPW66rQGddeZG4uMDl9dcRvGsn/Bf/Cbvu3anWg4yLF5lz9O2OnfD4u++QdbdAYK5UBrG/mZlh0GgKAlx9YGstwag2gdg3sSP+GtOcmWjSacXe61F4edEpdP/5MLM5oLbhsmAtts73byJbgspAKpfD2Vf4zKbECVmepyF4PXnipf+1Qvth1aGwkyIpOgO7F17BuulnEXo9z1SzguU7chl/++23md8TaZ8oG0zZ34iICJ0eS167FvubExFRMAqIozcUYhHe8HVll+eHxpRYWn2xufD5OvhYgnXrN/CgyYLYunVrqS7hZEVCnxcyxKa/phY06YLO+fjvv/8eH374Ia5cqXh7+bOg9D6doRY31aPr1CFXFuhMl8p9lGKkkh4tpLUojU8//ZSdHWgXsjMwa7SO4bGVHzhpIfdrmzZt4Dv7V1Q/sB9uEyZA6uPDhMAJy5bjXp++eDBiBJK2boVEYwuxmMrEuUjP0F+bf2HI94jE4ktfbYF9kzpiVOsA2MjEuB2dis83XmEuyt/tuI7Q+PQy65z0aUnwLOxc3MocOGkRS0Ro0NkPI6a2RvO+QZBaixHzKAVbfr2ILb9eQGxY6fYPZcXV1ZXNs3z++efZ2Rx9hyl4olEuFEyVaTvt7dlng8g0s7mYxsIrPq5QiKzwX2oGTiQ+qX3sUsudddbFpWVDWb0VzzRxLA6dAyfSG1FKjrrTqEuG/BkKL8YGCVUptVhYyFa/fulaHuoMoJQqtVW2atUKXbt2hVmjBy8nfSJxc4PrW28ieM9u+C1cwIYJQyRCxtlziPjwI9zt1BlOm2wgjgIyyikQ14VgN1t83b8eTnzWFV/1rYMAFyWSM1VYcPgeOs44gLHLzuLE3bhSRc+VIRAvjp2LkDFIidPd80gml6BF3yAWQDXo7AuR2Aqh1xOwdtppHFh+HWlJFcvyUca4SZMmTDxOLc30vtHJzYIFC8qcfbKuIWjgsu7dq9C2cErGWSrBkLwS3YKwJz37JGIRhjTzZZdXn35U0EGbIXSpcjjmjs7DY0icXVnQGSppILRzsbTQderoMCTjxo1ji7ZGbf6luttsIj0T9RgBVmIxbNu3Z0tOVBRzJqdBw6rHjyHbCXjslCF+60zIXxXBtlMnWBl4DpK9XIpX2wWxUt7Bm9FMB3Xkdiz2XItiSz0fe7zerhr6NPCCtJCwOj/jlFJ5GSf7/MCp7Bmn4ijtZWg/rAYadvXDiY13cedcNK4di8Tts9Fo0jMAjbr6QSLTTZ9UGGouGTx4MOu8I2ExdWdR9okaODp06PDUuVYyf6GzK+eRmWeDq5A3fN2wLCIOu2OTcT89C0HKon5fw5r547cDd3H0TizWbNqB7//3GTuZXrp0aZVtM4dTWeh8tKFUe2VB3iDUbUczsbSCccoe0XU6YzUkZIFAi7H7UlUYZ6G9H5lJQHo8YGN8AzylHh5wGzcOrm++idTDRxCx5AeozzyA5vwjhJ0fD4mXF/OEohl5ElchaDAUNHKia20PttyOSmEB1PrzYbgSnowJf1/E9ztvYHTbQAxv7g8HpTQ/cKosjRNBtgTlzTgVx95VgR5v1EODLkk4uu42oh8k49Tme7h6OBytBwajenOPCgnIyXHc39+f6SbI8oQE5GRQS9/30k6OpAFC4JRdqKGAo1+q28jRxdkO++NTsCgsBtNqCBkmLdRp2i7ElQVOxx8ks3Z0GrlBTTxcJM4xd3Qu1dFwx6ctukLDArUlNIIU7XRZ+1jkTEtnonQmc/36dSYwTUtLw5gxY2BIKNtEP+TkQWPWyJSAg19B1smIoaySXZfOcPjxHUR/nYPsfm4QOzpCFRmJmF9+xe3OXRA+aTLSz5+v8LiPslDdww7TBtbHiU+6YnL3GnCzs8bj5EwWPLX+fh/+t+UqpGqvSg+ctBqn1LjSS4i64hXsgMEfNcVzr9aBrZM1UhOy8O/ia1j/4zlE3k2q0GOTi//QoUNZBorK/6R9otIdzcCjE6XiyPwD2N/sRw8r9Lycp/OWn2D3svpxPJJKGMNCg7OJU2murGkoPT2ddUVzOOaOzoETGVFSq15pi67QdOXGjRuzRRso0eWvvvqKXSfPCBoUSNdJ2E1B1a5du/Q6hd3i0QrEjUTn9Cyos07tCiQ9n8mMNb1/+B7yhg2YJ1Ty9u14+NLLuD9gIHMs16Tp39izOE42MrzbpTqOftwZMwY3QC1PO6Rnq1k26vVFocgIexkx8bZIyzH8thC2zkLWUJWTjYyUZL09LnXg1WjhiZe/boWWz1eDxFqMqPvJ2DDjHPYsulLhGXikeaITlpo1a7KAiTrvVq1axU6uCiMLKCjV5ZYQWHH0Q3snW9S2kSNdrcGKyCe7K7vX9YCTUoqolCy06SFUBEgbyuGYOzr5OBGUki0MdcOQxfqsWbMwbdo0ZmJpDhQu1VHpwGx9nIjtk4Azi4B2HwDd/gdjR6VKwaHDjdjlDu0vQCoV9kvGlatIWLMaydu2Izczs8BYc8AAOL00HNbV8sqSBoa+UlTCWHTkPg7dKiiX1fK2xnud66J7HQ8msDUk88aOQHpSIkZ8/ys8gvICYz1DQvHTW+7h2vFIanJkgVTz3oFMF0VdehV5/+iEavfu3cwDivRQ9LtCU9bZ/SoVbjRqTB8EhBzYD2kFZ+FxSmdVZBwm3giFj7UUJ1s9aYg5dds1/Hn0Ptq6q7Bq0gBWtqVOZFObUWYozM3HydzJNISPE0ECwMILzaEiY0nKCs2ePRvmgsWU6qrYy6k8SCR2kMmEclRGxoP82xX16sL7229Rnca7fPIx08JoUlORsGIF7vXug4ejxyB5zx524DUkdPBoX92N2Rns+aAD3D3vAFYq3IjIwjsrz6PTTwex+Oh9vYx10aclga7QgODOI2tj6KfN4VnNAaosNROSr5l6Go+uxVXo/SPTW/pdoVlolHGiMQ979+5lJzJUspXlHZizH3KdkyF5wd2Jza4Lz8rB7tgnS7KDmwrapzNxMrRs3YYFvZYydoNjuejttJfS6xYRZJizJUEVejnpitYIs6SZdWIHB7iMHo3gnTvht2hRvqVB+smTCH/vfdzp2g0xv/+OnOgnW631TQ0PO3RpGgmbkO/Rvl4qK22EJWTgm23X0Ob7/Zi15ybiUvVr5EnYubjoTSD+LNz87fDCh03QdXRtKOxlSIxKx9bZl7Bz/mUkx5W/RZ3K8RQ8UYMIcfToUVYKIo1jgUCc65wMiVwswghvl/xxLMWp7WWPOl72yFZrULtdb3YbL9dxzB1ReVKPhRdKQd64cQNffPGFQcawVBVUpqtTpw4787UYjVP8PUCjNvnAqbCxpm27tvD7bS5C/t0DlzffhNjZGaqoKMTOnoM7Xboi7IMPkH7mjEHF5P52/hBJUhFc7TpOfNoV0wbWQ6CLEkkZOZi9/w6bOP/V5itlMtQ0poxT8SxRrVZeTP/UsIsf00PduxCD1f87hTPb70OVoy53Zy2NeRgyZAi7/ODBAyYcT/LT6px4xsnQjPR2YQeKY4mpuJn2pI5tUF7W6bFrEybynzp1aqU0Z3A4JhM4kY06DejULmR6SQEGjUCZN28ezAWLKtU5+gMiKaDOApIqz6jR0IFTYcht2v2DCQg5eADeM2ZAQc0IKhVSdu7Cw5Gv4P4Lg5C4fgM0heYU6ovClgRyqRgvtwzAvkmd8PvLTdDA1wGZORosO/GQlfDeW30BVyMq1qVW2AQztZICJy3WCgnaDa2OYZ83h3d1R6hyNDi99T7WfHMaoTfKP76F/J5ef/119ntDJ2ubNGo8CAzgpbpKwFcuQw9XwctuSQlZp/6NvCERWeF6vAbT5ixizvCGHmjNqVpGjx5dZKYs8c8//zBd0MyZM2Hu6Bw4HThwgE1A1i4HDx5kAcbdu3fRunVrw2wlx7CIxAV+Tiaic1Iq8gKnDN3cw0UyGRz69UXg6lUI2rgBjkOGwEouR9b164j8/HPc6dQZ0T//gpwyjvQpCyWZYJIfVO/6Xtg8ri1WvdESHWq4Qa3JxZZLEegz+yhG/nkKx+/ElvvMvcA9vHIDJy0uPrYYMLExur9WFzYOMiTFZGDLLxex969ryEjJLtdjuru7s9IdZbbVubk41aoVzmRn8exGJTDGR/g8rXscj1RV0eyhq601OtUUMpz/nAuvjM3hGBmLFi3Cyy+/zJInkyZNKnHurEUbYNKwTkvAYgwwtbhWB2JvCoFTSFcTyjg9YAfO8pzhymvXhtfUb+A+aSIS169H/MqVUEVEIm7+fMQtWgS77s/BeeRIlp2qyBm0NnCKSotCtjobMrEs/z563DbBrmyhTNP8Q/ew7b8I5kpOC2Wk3uoYjB51PVmwpXupzvAap9Kg10YGmQH1XHBy8z1cPhSGm6ce4+GVOLQZFIJarT11fl/J52n48OH4d8MGnLhyBZe8vCDasgV9+/ZlUwY4hrMmCFFa4056FtZFJeQHUloGNfHF3uvR2HghDM8HAitXLEfv3r3Rtm1bvkvKCp0k5eivXK8TUmW5p0b8+OOPmDJlCtasWYOBAwey2zp16sTsRWgCwIoVK9iYM0q6WFzgRC35iYmJbAKyFnLw/vbbb5lYk9J2n332GcwFixm5YqJeTgoFBSMiqNVpyM6OgbW1YNZXHshE0+W11+A8ahRS9u9HwvIVTPdEZTxa5HXrwmnkCNj37s0yVrriLHeGUqJEuiodYalhqOZQsi1CXW8HzB7eGB/2qImFR+5h7dlQ/BeWxDrxSBNFAdQLTXwhK0Orv12eg3oKmWBqNEzvVVXIFBJ0eLEGarT0wMEVNxEXnor9y67j5qlIdHqpFhw9lDrPu+v+/PPIXroU5xs3ZnYoKSkpTAdFsyY5+ocC3NE+rvjidjj+CovFaG+XIkFvl9rucFBIEZWchU+/+R5b1ixlswd54KQDFDR95101H9/PIgCZjc7/9vHHH+P3339nY5OKz3Ul02oyrKZZlOaGSJc3iN4cLeR1QKJNEmxSiW769OmVOseOY9mWBCKRDAqFr046p2dBbe723bsjYPkyBG3aCIfBg2BlbY3Mq1cR+cmnuNO5C2Jmz0ZOlG7deHSA8bcXxMyhyc92EPdzVuKb/vVw7OMueK9LCDsgPYhLxycbLqPTjANYduIBMp8htrZxdGZnkBq1CunJFddM6QPPIAcM+awZG9UikYoQfjMRq6cK4nG1SjcjSyuZDLUzMtH26DFIRCLcuXOHWRbwQbOGY6inM5RiEW6lZ+J4YlFTUmuJGM83FA76kurt2F9yEc8ygGaQYxzs3LmTZZs2b978RNBEUEmd7qeOe1rMiTJnnMiQ7qOPPsq/vnLlStSoUYOZ1BENGjTAnDlzMGHCBMNsKcewmFjgpC3XZWQ8YoGTk1NLvT62vFYt5gnlPmkSGy6csGoVGzAc+/s8xC5YCPsePeA8cgQUjQQjzrKU627E39Bp9IqLrTUmdq+JNzsGsyn0Cw7fQ0RSJr7afBVz9t/Bmx2q4aWW/lDKnvwaiyUS2Do6ITUhHimxMbBxdIIxIBaL0KRHAEKauuPQqpt4dC2eicfvXohB11G14eZnV+bHkvn7wef4CQyqVg1bwsMRHh7OWuFHjBgBpVK3LBbn2dhLxBjs4cSG/y4Jj0NbJ7snuuuWn3yIK2pPeHl5IzIygrm/0wk2p4zlMsr8VNVz60iDBg0QGxvLynRUiSKj2sJobUTMkTJnnOgN8vUtGPRI9crCXwiqaVKrMMfEvZwSQ4Gcio3OMHaBuC5InJzgOvYNZmfg88vPUNCPgUrFRrs8eHE47g8ZiqStW5Gbk6OzQLys2FhL8Hr7ajj8UWdMHVAPPo4KxKRk4dvt19H2+/347cAdJGfmlK5ziq8agfizhgf3Hd8Qz71WB3IbKeLCUvHP9LM4vfVembNPUn8hi+cSG8uGj1OwROUhyjyRfICjf0blaZt2xSYhJrvoZ66hrwOqudkgS22Fpp17sdtI98IpI1T6pHJZVSzl0Df5+Piw5jA6YenZsycrlxefQQlLD5yoDTgyMpJdpjlSlIFq1apVEdW8OXl3WJSPE2HjCliTlitX8HMyAQoLxA2NlVQK+549EbhyBQLX/8PGuNBtmZcvI+LDj3Cn23NMUK5OSnqmJUF5ISuDka0CcGByJ/w4qAECXJRISM/BjN03WQBFZpoJadlG01lXlhJmjeaeGD6lJao1doNGk4sz2x9g3fdnERNa9Ee4JLTDfsnLydPTkwVP9GNNQ4IpI87LRPqnrq0Cje2UyMnNxdrHCU/sT225Th0odFhv2bKFDf/lmCcBAQE4dOgQ+86VFDzB0gMnyiiRsRnNISItEwVPdJsWsiSgAcDmgkX5OBF0xmFiAnFdvZz0haJuXXh/P515Qrm+Nx5iV1dmqhn900zc7twFj6d9h+zQUL0HTlpIHD60uR/2TeyIX19shOrutkjJVDEzzXY/7Mf0ndcRm5pVSCBunIGTFqW9DD3H1kP31+sWyT6dekb2STvsVzt2hZzGyV9Gm3mibAfNuuPoF62T+KqIuCdOlrWB0w2NJ/z8/dm4nB07dvBdYMb4+fmxzFN0dDR69OjBGqrMnTIHTjTAlxzCKcIkoTiJvgqn4khb0KVLF0NtJ6dSdU63TSpwIp2TRlP5B0iJiwvc3nkHIfv3wWvaNFhXr47c9HQkLF+Ouz16Iuy995F+/kK+ezgRnhoOlZ62lQYF92/kg90TOuCPEU1Q19seadlqZmnQ/ocD2JTsgQyRNdM4GTvMuqCZB8s+Bedln85S9mn6WcSGlXwWK8sr1WU/epR/AKfZduQnQ00r1MCyYcMGdpLH0R8D3B1hIxbhbkYWTiYVLYlWc7NFfR8HaHKBBu17McNkknlwzBtfX18WPNG+toTgySpXh/oanb1dvXqV/Th5exdtm7x06RJ781zyZmRZwnRrs+PgD8DB74BGI4ABv8HYyc3V4OChetBostC61X4olQFVvD25SDt2HPFLliDt6NH82xUNG8Jx9Ch0i/4MWVBh5ws74Wvna5DnP3AzGr/uvY1LYULJUKrJRjtJBH75YiwclFKYAvQ67pyLxuE1t5CZmgORxAqt+gejUVdhlIsWTWYmbjZqzC5XP3Gc6dG0kCHvqlWrmA8bSQqojMDRH5NuPMLKyHgmFp9bp+j3btGRe0x/18hDirXjOrEg1lJ52vEjMzOTBfdBQUHMcZtT9ZR1n+hk7kJmVg0bNnwiaCLodnMLmiwOrXu4iWicrKxEUCoCDS4QL/v2WLHZeP6LFiJoy2Y4DHqB6aAyLl1C5AcT8esfKvQ6o0Fo1C2DPX+XWh7YNK4t/hzVDDVcZMgRyXBAE4h2P+5nAVVJInKjzT591RKBDVyhUeXi+Po72DL7IlITCtrbRXI5JJ6e7HLOw6LDfoODg/PN+E6ePImLFy9W8qswb17OK9dti0lEYk7RDGrfBt6s8n8xKgcx6RZiIMyxKKrOFY9jfLhoA6e7MBUUVaRzehbyGjXgPW0aK+O5vvM2M9l0TlBhzF4N7IZNQtSMGTr7QekSeHSt7YF/Xm2E3lG74JIdxzRQP++9xUp41IWXmmX82h/SPvV+uz46vlST+T6F3UjAmqmnWDaqpHJdcci5WDvpYOvWrQgLM405jKYACcTr2MiRqcnFP1FFReKeDnK0DHJml7deihAyiHdMQzfJ4ZQFHjiVgsV11RXOOKVGAVlFDe6MlcrsrCsPEjc3uL33HkIO7Mel0a0Q4QyI0zIR/+di3OnWDRGff46se4bJ8Nk6OSMk8yGGh6/FjOdDEOJui6QMoQuvw48HMP/QXaRnG3cARUFgvQ4+GPp5c7j52yErXYXdC69g39JryM5UPSEQLw4FTrVq1WIlOxKLm7v2ojL3izbrtLJEkbgP+7vu2HWEhISwIc00eYLDMQd44FQKFtdVRyicAIWzSZXrlMq8Ul26cW+vSKGAun83fDBWjJ1vNRL8oHJykLR+A+716YvQd99Fhp7LSSKRGLZOLiBVUDs3MBE5deEFudogPi0b03feQMcZB7Hi5EPkqI1bQO3kaYNBHzVF054BoBd048Rj/D3tDFLyGhqyQx+VOp6FSnaky6QOLy4W1x+DPJwgF1nhelomLiQXtRzoVc8TUrEV7iZbQSSRMbuawpMnOBxThgdOnKJoLQlMJXDK0zhlZBTVuBgjZEmQa2WF49VymB9UwKpVsKVRBbm5SN27jxlqPhwxEqmHDunNE802T3eYGh/HhgRTF96/H3TAT0Maws9ZMNL8YtMVdP/5MBsuTN1sxopYIkKrAcEYOLEJbJ2tkRyTgX23fBHm3aHUjBNB8+uGDRsGqVTKTHqPFhLuc8qPo1SCvm6O7PKax/FF7nOykaFDdcGANbCZ0G29fv16/nZzLDNw2rVrV5EfHippNWrUCC+99BISEorWujmmLBA3DZ2TIi/jlJlJB33jnovlayt00tGgXwqMlE0aw++3uai2fRscXngBkEqRfvYsQt98C/f7D0DSli3PdCR/FnZOLk+4h5ONweCmvtg3sRO+fr4uXG1luB+bhndXXUD/347hyG3jti/wru6IYZ+3QFBDV2g0VrhVYxjOWrVBVkbpZUdXV1f06dMnf+rBoxI0URzdGeYpZKg3Rycis1jW8vlGQhNRokfj/GMHd3TnWGTg9OGHH+brBC5fvoxJkyahd+/erIVv4sSJhthGTmXirDXBNI2Mk0zqArGY/MRykZFh3OJfb1vhQJKWk4bErAK9h3VwMLy/m8bGuji/+ipESiWybt1CxEcf406PHohftgyacrov2z7FPZyMNEe1CcTBDzvjg241YCMT43J4Ekb+eRovLzqJ/8KMV5NCRpm93qqPNv39YaVRIdqxHtZOPYXoh6VrmKjzt379+ixo3bRpEysfcSpGWydb+FhLkaRSY3dcUdd8alCgz1i01BN+AYGs1ZuCJw7H4gInCpBINK1Nvfbt2xffffcdyzzRtGSOiWNylgRWUCgEH5n0DOMUiGuRS+RwV7izy2EpTwZ5Uk9PeHz0IXMkd/vgA8GRPCISUd9Nx53OXRDz22+ljnQpDVvnglJdqetYS/B+t+psFt6YtoFMm3LsThyen3sM41aex72YVKPd9417haD5g8WQZ8YhOT4L62ecw38HhIxeSetT1snOzg7x8fHMsI9TMURWVhicl3VaG5nwxOeqYw039r4HN+flOo4FB05kZqadPbR371507949f5Yd71gxA0zQkkArEM9IN36dk9b4ksp1pSG2t4frm2MRsm8vPP/3P0gD/FnAFDtnLu507Ybon3+BKr6opqQ07MoQOGlxsbXGlH51sX9SJ7zQ2Id58Wy/HMn0T//bcrXIHDxjws1NguZnp8PXU808n478fQt7/ryKnKwnPYTI1E47nPzEiRPcokAPDPUUjEcPJiQjOqtoabl3fcFnK9WrKftLAnE+Q5BjcYFTu3btWEmO5tadPn06Xzdw69Yt5hzOMXFM0JKgIONkOoETjV55FiJrazi9OAzBO3bAZ9ZMWNeoAU1qKuLmz2cBVNT3PyAnOrrCGafi+DkrMWtYI+x4rz261HKHSpOLJccfoOOMA8wVOvsp8+OqAvJykqoy0MbjLtoNqQ6RyAp3zkZj/Y9nkRTzZImzRo0a+SW7PXv2VMk2mxPBSjma2SuhzgXWF/N0YuU6sQjRCj+89s772LhxIzNS5nAsKnCaO3cu++D/888/mDdvHnx8BL8OKtOZ01gDi/RxMlVLAm1nnZF6OZUoEC+hVFcaVmIx7Hv3RtCmjfD9bS7k9eohNyODjXa52+05PP7mG+SElxyI2Wk1TvGxOnfq1fayx+LRzbHitZao5WmH5EwVG6XR/edD2HXlsd46/yqK1suJ3MMbdvVD/w8aQ2EvQ1x4Gpt19/Dqk0FjV+pmpKHLoaE8A6IHhuaV6/5+HF/kc2Evl6J9dVfm8l9v4DvsfReLxfp4Sk4VoVar0aZNG7xADS2FoLEyNPD3888/N/t9o3Pg5O/vz9KtNJvutddey7/9559/xuzZs2EuWKSP0xOWBKZRrlMoTS/jpEvgpMVKJIJd164IXLcWfgsXQtGkCXKzs5GwajXu9OjJzDSzi40escnrqlPn5CAzteRhuc+iXXVXbH+vPX4YVB+uttZ4EJeOt1acw4sLTuJKuG6aK0Mg9fNjf7PDQvO77oZ+2hweQfbMMHPb3Es4u/NBkQM6DZ+lhW7jHXYVp7+7I6xFVriRlonLqRlF7utV34v93Xn5sR6eiVPViMViLFmyhAn9V65cmX/7+PHjmWRnypQpMHcq5ONEXRKkayq8cMwAExOIK/NKdZmZ4dBojFOHo4vGqUwz8dq3Q8DKFfBfuhTK1q1oAjcz07zbqzfCP/wo341cIpVCYe9QamddWSEPqGHN/XHww054t3MIrCUinLofj35zj2LS2kt4nJSJqkKWFzjlhBa8p7ZO1szvqW57b2q4xKnN97Br/hXmNq4lMFDIVPLAqeI4SCXo4Sp8ztYW83R6rrYHazi4GZWCf3YewAcffMD0ZZyiUBCfnpNeJYuu2eMaNWrg+++/Z8FSZGQkNm/ezJz5ly1bxnTQpGObPHkyq0jZ2NigZcuWZtWMoXOxmXw4Pv74Y6xduxZxcXElpvE4Jo6pWRLI3CAWK6FWpzNLAhubvMDPCPGxFUrbkWmRyNHkQCqSViiAsmnZgi3pFy4g7o/5zDwzeetWJG/fDod+feH6zjuwc3ZFRnIS0zm5B1bsvaFOqck9amJ4S3/8uOsGNl+MwPrzYdh5JRLvda2OV9sGsRb0qsg4qaKioMnMZMN/CbFUhE4v14J7oD0Orb6JexdjkDQjHb3faQB7FwU8PDzYetRhx9FPuW5LdCI2RCVgSrAPpCLyrAcclFK0DXHFwZsx+OnX33Bq93qoVCq0bt2av+2FyFBloOWqllXynpx66RSUUqVO/zN+/HimWRs5ciSzJvrqq6+Y5Qfx7rvvsooNBVPe3t5sPZLy0HrVq1eHqaPzL9xHH32E/fv3M30TOfIuWrQIX3/9NXtzKNrkmAEmbElg7A7irgpXWIutocnV4HGq/koXysaN4Tf/DwSu/0dwI9dokLR5C+727oOQa7ehyMrRSSD+LHwcFfj1xcbY+E4bNPZ3RHq2Gt/vvIGevx6udANNGqAssrVll0vSetVp642Bk5qwocGke/rnh3N4fD8JTk5CNxg37tUPnZzs4CaTID5HjUMJRcvCvesJ5boc/xbsLx1IjUUjxyn/7+68efOwb98+dhLyySef5Gdw//rrL6xbtw7t27dHcHAwyz5RYxndbpEZJ5oyTgFSp06dMGbMGPbG0BDHgIAAVu98+eWXDbOlnMrDBC0JKHBKTb1u9F5OIisRyzrdS7qH0NRQ+NkL2RJ9oahbl7mRZ1y5itg5c1gGyvH2fXQkDdCSZcip0wBSb8GIUx809nfC+rfaYMOFcHy/8zruxaQxA82edT3xRd/a8HXS7Sy2vD/glHXKun4d2Y8eMUPR4ngGOWDwJ82w/ff/EBeWik0zL6Bpf+FgzgMn/SARWeF5N0f8GR6LjVEJ6OZin39f97oe+GyjFWLtq0OhVCI8PBwXL15E48aCqzgHUEgULPNTVc9dHhYvXgylUsn8HcPCwlj5m7JKVHmicl5hqHznkjcCyuIyTpTWrlZNOLDa29vnp7kpmjx8+LD+t5BT+ZigJYEpejmVxZKgvCjq1RUyUGtWIyckmH3R5Wcv4G6Pnnj8zVTkREXp7bmo/Z9GuOyf3IkZaJIeatfVx+g26xDm7LuNzBx1leicimPnLMcLk5sgsIEr1CoNTq8PhzLVHxnpGUyvyak4L3gIWbydsUlILzSCxVEpQ+tgF1hJZKjRpC27bcuWLfwtL3YCQOWyqljouXXl+PHjrCmMmsVatGjBmsUoi0jDtElAfu7cORYca5fr16/j119/tczAiYImii6JWrVqMa2TNhNFXSocM8AkLQlMwz28vJYE5UXRqBFEkyfgRLA3Uj3d2Oy7hFWrcPe57nj83XdQxZZfMF4caj0nA83t77VDiyBnZOZoMPPfW+jxy2EcuPF0v6mKIvXzLdJZVxoyuYSNamn0nGBhYJMaCLukWoiN0V8Z05JpYq+Ev1zGgqY9sUU7LrvXFcwwRQFN848ZHNMkPT0do0ePxttvv43OnTvjzz//ZL6Of/zxB8siUsYpOjqaVaMKL56ewmfA4gInKs+RFQFBNU3yOyI3XuqUoDl2xkZiYiKaNWvGBhHXq1cPCxcurOpNMg1MzZJAq3EyoYxTZQROBInDE2wVuNq0HuvCUzRrKtgYLFuOO917IGb2bKhT9ZdZrOVpj7/HtsKvLzaCh701HsalY8ySM2x8S3RypmEzTo+eHjhpM2RtB4Wg88habMahPNMdh5bcQ1Z6xQYqc4SsycC8rNOm6IQnuuuIWOe6bD3KSFDJjmN6fPrppyy7RJ11BJXofvrpJ6aBpq46kuy88sor2LBhA0u0UFA1ffp0bN++HRYZOFGA9N5777HL3bp1w40bN7Bq1SpcuHAB77//PowNmktFJURKFZ46dYrN1SupG5Bj2gLx/FJdZpjxWxLYVtySQBcKu4dTB17A8uXwX/wn5A0aIDc9HbG/z2NGmnFLlkCjp8G3dGDs38gH+yZ1whvtg1j5jsa3dJ11CCtOPoRGk2tQL6eyQKJxpyYp0FipkBiegw0/nUdqQpZet8sSGeAuVB72xaUgMafA/sHTQY6Gvg4QKZ0QUrcRayi6e9c0Tsw4BRw6dIglTEjoTfomLW+++SYzxqSSHd1HgdOkSZNQs2ZNDBgwgHkikg+kOVDhvmEShZODaIMGDWCMUK1Vu3NJnEZRMu/mKAMmZ0ngDpGIBI4a5udkzPjY+VRuxilPkJmVnobszAzBxqBNGwT+vQY+s3+FLCgI6sRERH//A+727InEjZuQqydbEbIv+LxPHWx5ty0a+DogJVOFLzZdwZD5J3DzcfkMOZ+lcdLl++0RbIdE50sQW2sQH5HGxrTER6bpbbsskdq2CtS2kSMnNxc7YoqW656rI2Sdmr3xPRMTd+jQoYq2klNeOnbsyOwkSNdcnN27d7MuO6lUyrrtKduUnZ2NiIgIln2iUUcWFThlZGQwEVjhVB3NrNMuVKYrj8CSskE0dJPOPugHfdOmTU+sQ9EtpQKpJEhGWpT207VcR/4SNEuPttPVVRhDwTGfjBMTVmodxI189Io245ScnYykLMM7b8sUSsgUQtdMYUsCes/su3dHta1b4PXtVEg8PKCKiETkp5/i/oCBSNl/QG8nGXW9HbDxnbaY0q8ObGRinHuYgD6zj2DG7ht6EY9LvbzoLAm5WVlQRZfdDoEsCdTSNCjqRcPRQ8kyThtmnEPk3ap3RDdltOU68nQqzHN1BI3L2Wg1s7DgcMw6cFq6dCnmz59fZGYdqeqpREfLihUrmKdDeQw1Kaih4Kgk/v77bxaYkY37+fPn2bo9evRgwjMtWv1S8YWiXIJE66TLouiXyopReuwoMltM1JLAFLycqIvFWe5s8M66wtg6u5bqHm4lkcBx8GAE794F9w8nQ+TggKzbtxH2zjt4+PIIpJ87p5dtoHLdmLZB+HdiR5Z5oOHBvx24i56/HMapexUrn1tJpULwRFknHcp1Wi+npIxYvPBhk/wxLZt/ucAMMznlH8FCHEtMRVRWgXashoctAlyUbFA0+X2RiJhObDkcswycyKNp7NixRW6jIOTAgQNsmTFjRn6HnS706tUL3377LQYOHFji/bNmzcIbb7zBROk0dJdU+1R6I/8ILaRfunLlyhMLZbEKQyZdFHgdOXKk1O2hch4fI1PckkB/JZXK6awz7sCpsiwJStM5lQY5bru89hpC/t0DlzfegJVcjozz51nwFPbe+8wjSR94Oyqw8JVm+GNEUyYep9l3Ly48if9tuYr07AJNTLk760LLETglJcFaKUH/CY0RUN8F6hwNds2/jJsnI8u9PZZMgMIazeyVNO0GmwuJxCnLqRWJz56/hHVZkQ6GwzHLwOnOnTtF6pNUNhOJCv6dfBzIYl2fUG2UOi9IhK6FnpOul3XWEWWXUlJS8n8cqTRIYrXSIOW/g4ND/kLTni2SIpYEgv2EsaPI93Iy7lJdZVsSaDvriLK4h4vt7eE+aSKCd++G49Ch9KVDyp49uNenL6J+nAG1nmZS9qznybJPw5r5gSqCS44/QK9fj+D0/fKNQJH5lr2zTgt50dFvCmU+6HdCai1G77fqo1ZrT7ZNe5dcx5XDxq2ZM1YKuusSS7QluJlshdjYWCYB0WgKPJ84HLMJnCidStkYLTExMflDMgn64Be+Xx/Ql4p+0LQzpbTQ9cePyzau4uHDh8zdnDJN9Jfm6zxNoEbaLQqwtEuoDmevZoeJWRKYYsapsgXiugz6lXq4w+ubrxG0aSNs2rZlHlDxixfjbvceiF+5Ermq8meHCns//TC4AZaMaQ4vBzmzLhi24ES5sk9Sf9076yho0vrPaR3ERWIRuoysjfqdhH10aNVNXPhXP9k2S6KvmyPIVvF8cjrCMwu6NZsGOMHZRgaVey3Y2Nox2YWuulUOxyQCJxJWU/mrNP777z+2jrFBmTAq5ZHGibaRWiafBs3fo7PQ5cuXo1WrVuhKc78sFRMTiGs1TtRVp9EYtydPlVkSJOiuJZLXqAH/PxfBb+ECyEKCWQde1NRvca//ADbSRR8C8k413bH7gw4Vyj6VxT28JIoHToSVyArth1VHkx7CZ+r4+js4ve0+78jVAQ9rKVo62LDL22MSi2jdutRyh5VYisBGbdhthRuPOByzCZx69+7Nph+X1DlHHXfUetinTx+9bhx1v5GdQHExN103tAPpuHHjWOmRvCcsFhOzJLC29oBIJEdursroLQkqO+P0NHF4mR+jfXtU27QJnlO+gtjJCdl37yL0zbcQ+trryLx1y2DZp2nbryFL9ewOLGleqU4XjRNR2rBf0uO0HhiMls8LJxBntt3HiQ13efCkA33zROLbitkSdM+zJcj2asj+7ty5U6d9xuGYROD02Wefsbl0pA8iIfjmzZvZ8uOPP7Lb6EeH1tEn5EDatGlT5gtRuCRI11u3bg1DQl1+JEZv3rw5LBYTyzhZWYmgUPibRGedNuMUkRoBtUZtFOLwskAdeE7DhyN4z244v/Yq62ZLO34c9we+wEa46EP/VDz7tPDIfQz47ThuRT29SUGWV6pTx8ZCk55e4cBJS7PegWg3pDq7TCW7Y+vv8OCpjPRxc2B/TyelITKroFzXvrobrCUiZHgIsgnqmC6r/ILDMZnAiXRFZD9Qu3ZtNmqFuuBoIU0QBRhHjx59QotUFmggoHYIIEGWAXT5UV4HD1kR0JgUskOgIYE0G4csDKjLzpDwjJNpWhKYis7JXekOiUgCVa4KUemGt8ewcxEyTulJiVCrKl7GFNvZwePDD1Ftx3bYPfccoFazES53e/UWDDQrKPbVZp+o+470MNcjk9FvzlEsOVZ6uYxE7WSlQGSHhektcCIadvVDx5eEppJLe0N55qmMeFnL0NxeW64ryDopZGI29Fds4wS/GnXzzRM5HLNzDg8KCsKuXbuYMPzkyZNsoct0Gw3/LQ9nz55lQwFp0QZKdJnKgsSwYcPYDBy6Tn5NFFTR85UnSOPoiFNQgSVBdppJddYZuwmmWCSGj61PpVkSKOzsIZZI2OXU+PJ1rZWmK/KdMxt+fy4SHMjj4piB5sOXXkbG1asVfnzye9o1oT061nBDlkqD/229xubeRaeUbLYry9NZ5pTDkuBpgRNRr4MPOg6vkZ95OrnpHs88lYG+7kIwu61Ydx3pnAj3Zn3YCTjNFOVwzHbkirOzMxNd00KXK0KnTp3yx6AUXpYsWZK/zrvvvsu646hrj+bNkXu4oeGlOkrfOANy4UcPCcYdiBTPOBl7qa6yLQlIr6Ovcl1J2LZti2qbNzEDTSulEhkXL+LB4CGI/PprJiavCO52cqZ7+vr5upBJRDh4MwY9fzmCvdeiSu+sK0fgRJlsskB5GvU6+qLDi0LwdH73Q5zawoOnZ9HHTdA5nUpKQ3QhM8zONYXAKSGgIz7+8mvUrStknjjGz+jRo9n8ueIcPHiQ/dZQFz5d7t+/P7y8vGBjY8MSH+QHWZj09HQWNAcHBzOLIzc3NzbShWRAZj2rzlzhpbpiWSdT8XIypcApTyAemhJauQLx+PILxJ+GlUzGDDSDd+6APTWK5OYicfUa3O3ZCwnr1lWofEc/xqPaBGLb+Hao5WmH+LRsvL7sLKZuu8ZcqJ/wctKhs06hULAf7bJknQiyKWg3VNA8ndv5kHXbcUrHVy5DkzwzzO2xBeU6P2clQtxtodbkMhdxjnlx/PhxNsN2/fr1rKOd5DU0+LdwB+Vbb73FZtjNmTMHN27cYNWkwYMHIy5O/yd3+kTI3XM4peEcBEReBBJM4+Cg1JpgZoRCo1FBJDLej3iVWRIYIONUGKmHB3xm/sTMM6O+nYqs23fw+MuvkLRpM/OFsg7O69YsBzU87LD53bb4cddN/Hn0Plto7t3clxrD10lZyD1cN98lyjpFRkaywKksMoCGXfyQq8nFsX/u4Oz2B5BIRWjas8DXjvOkpxP5OVG5boyPa5Fy3Z3oVOy5+Ah4dJ4FyPruzjYVWLUlI6NKnttKoWDvvT75rFiz2Pvvv489e/awQKlv377sti1btuDXX39lXfsEeUNSQ5ixY7xHlSqGSnW0kAGnRWNiGSdra0+IRDJoNNnIyorI77Iz6rErKZVjnaAViKcaKONUHJuWLRC0YQPiV6xEzJw5yDh3DvcGDITrG6/D5c03IbK2LtfjWkvE+LJvHbQMcsbkdZdwMTQRvX89gplDG6GNv3+5vJy0gZMuc9MadfOHRpPLhOKkd5LbSFG3vaBb4zzZXffN3QicSExFTHYO3GRSdnunmm5YcPgetmz6B3M2zmRdzBYbOGVk4GaTqgkaap4/x0rshiYpKYk1mGkhW6EdO3bghRdegJ2dHUwFXqorBV6qK5RxIkwk40SWBHK51pLAuF3fteLwSss4OWndwysvDU52BS5jRiN46xbYduoE5OQg9vd5uN9/ANJOnqrQY9Poju3vtUdDP0ckZ6rwxrKz+OmBCDlWYuSEhSFXh5OesgrEi9OkewCa9hTKwwdX3cTts3yAeGmz6xraKUBF1V2FynXNA51hZy2ByrthfrMQNRxxjJ9t27bB1ta2yEKzZ0uDZtmSL2LhjvgFCxawkp6LiwsLmj/44AMcO3YMxg7POHHMKuNEKBR+SE+/wywJnNEWxp5xis+MR1pOGmykQtu2oceuGLpUVxJSHx/4zvsdKbv3IGraNGQ/eIBHo0fDYeBAuH/0ISR5gYuukE5m3Zut8eOuG1h09D7+uhiD4x3G4bPTyxAcHQ2pl5dBAyeiZf9qyExX4erhcOz96xqsFRL41xXea04BvV0dcSklA7tikjHSW8h+SsUitK/hih2XVfAJro3wu9eZLcGIESMs7q2jchllfqrquXWlc+fOmDdvXpHbqHmrpH134MABFjCRtVDhJoAOHTrg3r17rEOfAijyaKTSHRlqf/nllzBWeMaJU7aMU1IooK74bLLKoMAE07jni9nJ7GAvs883wqwsjZOhxOHPgjQU9j17MO8nx+Ev0g1I2rgR93r3QXIFnKOp0+6LvnWwYGRT2MsluOnkj/GdJuDwubL7j1UkcKLXRZ12Ic3coVHnYuf8y4i8W9QpmwP0cBM+60cTU5BWyAmeDE8JRbUmFu0iTp8jkVJZJUt59E02NjYICQkpsvj4PFmqPnToEPr164eff/6ZicOLI5VK2RzZjz/+mGmgvvnmG0ydOvWZHa5VCQ+cSoHbEeRh5w2IrQGNSgieTACliQRORGV6OWm76tIS4itsUFlR80yvKVMQsGolrKtXhzohAeEfTETY+xOgqkAZUVu6q5GTgGRrW7xxNBELD5fNLqDwvLryzN4TiazQbXQd+Nd1hipbg+2/XUJceGq5Xoe5UlMpR5BChixNLg7EF7jAk86JSHETXMQp42Tx2lIz4eDBg0yz9sMPP2Ds2LFl+h8y1FapaGxWyV5txgAPnEqBa5y0nxAR4BRgUjqnAksCHjgVxsbRiWnANGo10pOrPiOibNwYQev/ges77wASCVJ278a9Pn2RvGNHuY0lqXQ33/Yuuj06Aw2sMG3Hdby35iLSs5+eLXVwcGBn3fSDTdMMyoNYIkLPN+vDK9gBWekqbJt7CakJWeV6LHOE3t8eroIvXGGdE/l01fdxgLV3LShs7Fgr+oULF6pwSzn64MCBAyxoeu+99zBo0CA2UocWGt1W2Mdx/vz5OHfuHB48eMCE4tSNR2VAe3shQ2mM8MCJY3Y6J9I4acXh5T0AVxbett6VlnEi53BlXmalIsN+9e395PbeeASt/RvWNWsys8zwiZMQTtmn2PJto72/Hyae/xsT1bcgEVlh66UIvPD7cTyMK939XiKR5P9Ql6dcp0UqE6P3Ow3g6KFkQdO23y4hO9M0StyVQc+8wGlvXDJyNAXfzc613GEllsCzllCuoxFeHNNm6dKlzOBy+vTpzARTu1AHnZYePXqw9bp378667caPH89uIyG5McMDJ47ZddbJ5RQ4WUGtTkVOjv7GixiyVFcZGifCrpK8nHRFXqcOgtatheu4cUL2ac8e3Ovbr1zZJ/JyIsVGv4cnseqNVnC1tcaNxyls1t3R27EG0TkVeS02UvQb3xAKOyniwlKxe8EVqNVVVxo1Jpo72MBZKkaiSo1TSQWZPRqpQ0haDMe16zeY5w/HeFmyZAk2bdpU6iQQKn3TOiVNBaHynRZyDSdROGUZMzIycPfuXSYOpy47Y4YHTqXANU6mm3ESi61hbe1hEuW6yg6cqlog/szs0/h3WQBlXatWQfZp4kSok5J0mp+nnVfXIsiZuY039hcsC0b9dRorTj40aOBE2Lsq0GdcQ2aM+ehaPA6vumn02c/KQGxlhe4uT5brGvo6wE4uQba9L7JsPPRuxsjh6BMeOJUC1ziVlHEyjXl1pqRzqnQvpzyBeKqRlOpKQl67NivdseyTWIyUnbtwTwffJ2le4ESic3VqKjwd5FgzthVeaOzDxnt8sekK/rflKlTFskD6DJwIj0B7dH+9LjUP4tqxSJzbZfxjgCqDXm4FgZM2mJSIRWgbLHw2j9ziPk4c44YHThzdMk4mctZcoHN6ZBIap5TsFCRnJxv8+WydhKHcaYn6CQ4MnX0KXL0K0gB/qB4/xqMxYxA1YwY0z2hTFtvaQpyn5SIjTK3b+MyhDfFhj5rs+pLjD9isu5TMHIMFTkRQQze0GyoMBT61+R5unXkMS6e9kx0UIiuEZebgWlpB51SHvHLd+u172Lyyb7/9tgq3ksMpHR44cZ4N66qzAnLSgDTTOBs0FS8npVQJJ2unKvByMi6NU2koGjRAtQ0b4DhkCAva4/9cjAfDXkTW3ad7NEl9BXPRnPAC0T2Vf8Z1DsHvLzeBXCrCwZsxGDTvOELj0w0WOBENOvuiYTchkN+/7AaiHxo+QDZmlGIROjoL4zV2xhSU69pXFzJO1+8+ZINhaeFwjBEeOHGejcQasPcxKZ2TNnBKN/LAqdK9nPLGrpCXk6kgsrGB19Rv4Dt3DsskZV2/jvsvDEL8qlWl6obyA6e8jFNhetf3wto3W8Pdzhq3olIx4LdjbN6d1sspJSWF2RLokzYvhCCgngvUORrsmHcZaUmWbVOg7a7bXUjnRFYSQa42kPk3YNcvXrzIx69wjBIeOHHMUuekNBGNU+FyXeVknJyNsquuLNh164agLZth064dcrOyEPXNVGZboE4pMFPUIvUR3tPssJKD0Qa+jtj8blvU8bJHXFo2hi84ibNh6czFWDuMVJ+QQeZzr9WFk6cSaYlZ2PnHZahyLHeA+HMuDuzgczk1AxGZ2UWyTmIbJ7gHCuVNGsHB4RgbPHAqBd5VVwynQJOyJNBmnLKzo6FWZ8CY8bGrTPdwIeOUlZ6GHCN25i0Nqbs7/BbMh8enn9CsBmZbQNmnjCtXi6wne0rGSYuXgwJr32rNDtYZOWqmeQqTCvsiMTFR79tOM+x6v90A1koJou4n49BKy+20c5FJ0MReyS7viy8oXbavLuicZP7C0N+9e/dW0RZyOKXDA6dS4F11pWScTKRUJ5E4QCKxyzfCNGZ8bCovcJIplJBYW7PLqYmmU64rjJVIBOdRoxC4cgUbHky2Aw+HD0f8ipX5gcjTSnWFsbWW4M9RzTGgkTdUmlzsjHfDZZWn3nVOWsgYs8cb9WAlssKNk49xaZ9xfzYNSTcXwXB0X1xB4NQ62IWZlmZ71GPX//33X4sNLjnGCw+cOLp11plIxomEwKYiEK9M93B6X4zVBLM8wvGgDeth260rcnNyEPXtt/mlO6mPEDhlh4c/88BLQ4JnDW2EsR2qsevnVH7443QsNIWcrfWJX21ntB0cwi4fX38H4TeNu8PR0IHT4YRUZOXNTqRAtkmAE6x960IileHRo0e4c+dOFW8ph1MUHjhxzDLjZFJeTnmlOtI4VcbZtU2eJUGqCQnES0Ps4ADfOXPg8dmnRUp36rxZfLnp6cxIsywapM9618bLdeTs+t5Hakz+59ITXk/67LSr2cqTuXvsXnSF6Z4sjbq2CnjKpEhXa3AiscBFvEN1V4hkcnjUaITWrVsbLPvH4ZQXHjhxdMs4pUUDWaYx9d1kMk42QsYpLScNSVlJldZZZ+oZp8JZNOdXXilSuns0ajREdnZlKtcV5qWmnmgvvQsr5GLD+XC8v+YislUag2xzx5dqwsXHBhkpOdi90PLGstB70NXF7olynVbn5DhwCg4fOYoWLVpU2TZySiYmJgZvv/02/P39YW1tDU9PTzZj7tixY/nr0CiV3r17M5sPuVyO+vXrY9asWVCrC5oiaLDva6+9hqCgICgUCgQHB2PKlCnIfoZXW1XDAydO2VA4Agonk+qsU7CZdRQ4Gbdjs1wih6tC8LAJT6s8gXhagnkETk+U7jp2ZF13mrxuu+yHZd//ZEkQLI5HL7swyMQibL8cibdWnEOmATrgaCBwz7H1IZOLEXk3CSfWP92byhzpmleuo6G/Wur5OMBRKUVqTi4uhelfpM+pOIMGDcKFCxfYgN5bt25hy5YtbE4dzZwjNm7ciI4dO8LX1xcHDhzAjRvC/EEyNX3xxRfzM+t0u0ajwfz583H16lX8/PPP+OOPP/DZZ58Z9W6SVPUGcEws65SRIOicPAXxpklknDKNX4BLOqfYjFhWrqvrUrdS3MNT402/VFdi6W7e74id+xtif/+d3Rbz8y+wadUKElchOH0aWhNM95zH+OPl/nh71UXsvxGN15eexYJXmkIpk+hdLN51dB1mT3Bpfyg8qtmjejNhzqIl0MHJDlIrK9zPyMbd9EwEK+UQi6zY+BUKWo/fiUN1Jwk70Do4CN5P5gq9RlV21WQdJTJRmecDJiYm4siRI2xYLwVHREBAQH5mMC0tDW+88Qaef/55LFiwIP//Xn/9dXh4eLDb165di2HDhqFnz55s0VKtWjXcvHkT8+bNw08//QRjhQdOHN10ThHnTUbnVKBxCkNurhpWVmIYc2fdfzH/ITyl8jJOqWaWcSrcdef23nhk3buHlF27mHv4/UGD4Tv7VygaCm3upUHlAplMxkoFDdylWPpqC7y25AyO3onF6L/OYOmYFlDI9Ps5qtbIDY27++PCnkfYv/wGXH1t4eRpA0vAViJGa0cbJhCnch0FTtruOgqc5n73BSYc/IeVeChjYc5Q0LTg/UNV8txjf+0IqXXZPte2trZs2bRpE1q1asVKdYXZs2cPyzxNnjz5if/t168fatSogdWrV7PAqSTIQ805z2/OWOGlulLgPk6m31knl3vCykqK3NwcZGYa94ywyvRyMidx+NOwbd+O/bVSKKCKisLDESORuHHTU/+Hzrq1DuIkSm5VzQXLX28JO2sJTt+PxxvLzhqkbNeqfzX41HCEKkuNPX9eZQ7jllyuaxMsBPdxsGGlHCr3cIwDiUSCJUuWsDIdfVfatm3LSmv//fcfu59Kd0Tt2rVL/P9atWrlr1Mc6qCcM2cO3nzzTRgzPOP0FB8nWpKTk80+RWyunXWUYZLLfZCR8YDpnBSKvLExFm5JkD92JT6elQfKmqI3NbSWBBI3N8hr1kDKv3sR+emnyL53D24fTGCZqZKgg0F0dHS+CWYTfycsebUFRv55imWe3l5xDvNHNmM2BvpCJBah25i6+Pvb04gNTcXxDXfQfpjgnm0JtgRT7kTgRGIa0lRq2EjEbPSKp70cD30EScDhw4dZACUqZZ+ZA1Quo8xPVT23rhqnPn36sJLdyZMnsXPnTvz4449YtGhR/jq6dgiHh4ezst2QIUNYqc+YMd9PIQeWnnEilCaic9LOq6uUsSt5GSdVTjYy00yjQ7I8aE0wVZGR8P75Z7i8/Ra7HrdwIcLffx+adGG4b3G0GafC7uFNA5yweHRzNhz4wM0YjF99Hjl67oKzdbJG11HCWfp/B8Jw/79YWALVFNYIVMiQk5uLwwmCoJ+Ceco6yTxDYK20Ydk/bUbDXKHXTOWyqljKc/Ikl8vx3HPP4csvv2QddKNHj2YdcVSKI65fv17i/9Ht2nW0REREoHPnzmjTpk0RXZSxwgMnju4Zp8RQQJ1jEu+cyXg5aQOnNMN7OUlkMshthTbwNDOxJCgJqacHIBYzc0x1XBzc338f3j/+ACvye/p3Lyvd5URFlSlwIqhst+iV5izTtPtqFD74+yLUejbJDGzgigZdhIBv/9LrSE0wf38nOmh3K6FcRzonK5EYjkHC0F9erjNu6tSpw4Th3bt3ZxqlmTNnPrEOdd/dvn0bw4cPL5Jpoo68pk2b4q+//jKJrKLxbyHHeLD1BCRyIFcNJBl3BsfUvJy8bLxgBStkqDIQnxlfeQJxMw6crCQSSD09i3g5OTz/PPyXLoHY2RmZ167hwZChT8y503bWlTSvrl11V/wxogmkYits+y8SU7dd03ug22ZgCFz9bJGZloO9f101mIO5MdHFWQicDsan5L+fFDgROe5CFo66uDhVT1xcHLp06YIVK1awLOD9+/exbt06Vqrr378/bGxsmL3A5s2bMXbsWLYO+TX9+eefLCs1ePBgDB06tEjQRH5Q1EVH/lCPHz9mizHDAyeODp8WUcGwXxPRORUETsbt5SQTy+CmdKv0cp25C8RLmlmnbNIEgWvXwrp6CFTR0Xg4YgRS9h94ZsZJS5daHvh5WCN2ecnxB1h0RL/fBbFUhB6v14PEWozwW4k4v8u4P7v6oJWjLWRWVgjPysHdDCHL5uukRICLEjK/Ap1TYfNETtVAHXUtW7ZknksdOnRAvXr1WLmOdElz585l61BwRBlCGpnTvn171KxZk63/+eefY82aNfmlQZpFSILwffv2Mc8nLy+v/MWY4YETRze0gVOiafyYKxRaE8xHRj8sVFuu4511+kPq65M/s64wMl8fBKxeDZv27ZGbmYmw8eOR+M8/RQInKjuU5mDct4E3vugjZEKm7biOLZci9O7v1PFFQQdyZtt9xDwStD/milIsQktHm/yskxamc/IIRqPOz2P69OlQqVRVuJUcwtramu2Lc+fOsZML+p6QkeXUqVOZnYcWCph27drF7AWysrJw5coVTJo0CWJxge0BZaDod7mkxZjhgVNlcfIPIPQMtRrALAInU3EPz8s4qVQpUKkMP87EVAIncxn0+yxk+RmnJ99Tsa0t/H7/DQ4vvACo1Yj84kvE/P47E71qvWlKyzoRr7ULwpi2wvdh8tpLOHFXv+8lzbKr1tiNler2LrkGlQFsEIyJTnnlukOFAqfWwa5M5+Q9YDLeeuutJzyDOJyqgAdOlUFyBLD7U+DPbsDvrYDjc4DUaJgkjoLYGgmmkXESi8nQ0N0kdE5aS4LKKNXZaOfVWWCprjAkFPea9i1c3hJ8Y2Jnz8Hjr7+Go739MwMnKjd80acOetXzRLZag7dXnkNofMmdeuWBHr/TSzWhsJMiPiINp7aYRnm8vHRyFhoWjiWmIlsjdCy2riZ8Tq9FJiMhzbjnl3EsB4sJnNLT05ktfElupgZHnQ00GAZIFEDMDWDPF8Cs2sCal4GbuwC1CaWfTSzjVDjrlG7kOqfKzDhpNU7mNq+uODT091mDfilAcZ8wAR5ffUlXkLjmbzT691+IVaqnBk4EjQchvVNDXwckpucwg8z0bP19nxV2MnQeUYtdvrj3ESJuJ8BcqW0jh5tMgnS1BmeS0thtbnbWqOFhy7Ju/+w7yUTHXOfEqWosJnCaNm0as4evsmBj4B/A5JtA318An2aARgXc2AasHgb8XAf4dwoQewdGj1OASWmciuucjJlKDZwspFSnNcHMefyY2RI8DeeXXoLPL7/ASiaD442b6HjwEJIiI5/5HHKpGH+MbApXWxluPE7BR//8p1eNRlBDN9Ru4wXkAvuWXkd2pgmdaOmAyMoKHZ3snijXtQl2BXI1GD+8DyvXXbx4sQq3ksOxkMCJfCNIvNarV6+q3RC5A9BsDPDGPuDtE0DrdwGlK5AaBRz7BZjbFFjcE7iwAshKNe5SHQ37zTRuzVDxjFNmRulZB2Mr1WlyNZWTcUpMhEZjvtoZiZsrC4Sg0bDg6VnY9+gO/z8XIVehgFtsLFx++RWqhGdnebwcFPj95aaQiASbgoVH7kGftBtSHXbOciTHZuLYutswVzrmlesO5hlhFvZzsg2oL9zHbQk4lh44UYspDf7z9vZmKXMaHFjS3LjAwEAm2qQ2yNOnT+v0HFSeoy4Ao8KjDtBjGjDxOjBsBVC9B00nBR6dADaPA2bWBDa/Czw6ZVyCcmtbIdgzIZ2TQu5rEu7hnjaeEFmJkK3JRlyGYTNBSkdHWFmJkJurQfozylGmDI1VyS/XFeusKw1l8+aw+m4aMq2toYiMxKNXXkFO9LM1iS2CnDGlXx12+cddN3Hhkf7KajKFBF1H1wasgGvHIhF63Ty1adqM0+WUDMTmlTxbBjlTBRVqj5rs+tGjR6t0GzmcKg+cqJWxYcOGLDgqib///hsTJ05kVu7nz59n6/bo0YPNktLSqFEj5iVRfCEbdzLhInv34hbvpUFtkzSfrvBiUCQyoHY/4OW1wAfXgK5TAOdgIDsVuLAcWNwd+K0FcOxXIOVJl+MqwcTKdfL8Up1xZ5ykIik8lB6VUq4TicSwyWu7t3SBeEk4NW6M/V27IEOpRNbtO3g4cmSZAq8RrQLQp4EXVJpcvLfmApIz9eew71PDCfU7Cq/lwIobyMkyv0yhu7UUdW3lVJXE0bysk6NShpoedrD2qZsfOBl7uzrHvKnywInKZ99++y0GDhxY4v2zZs1ixlpjxoxhlu5//PEHlEolFi9enL8O1bzJI6L4QlksGkBIhluUsaLM08KFC/HNN9+Uuj2UmaKhvtrFz0846FYK9l5A+4nA+HPAmJ1Ao5cBqRKIvQX8+5UgKF89HLixvWpHnpiYQFyrccrKioCGtGVGTGUO+7Wczro8LycdAifyckqxt8e+Lp0h8fZGzsNHeDBiJLIfPP0zT1nz7wbWh4+jAqHxGfhq0xXok1YDqrGZdilxmTi1Rb/lQGOho5PQ0XigkM6Jsk7WniGQyKwRGxuLW7duVeEWciydKg+cngaZz5HJVrdu3fJvozk2dP3EiRNlegwKhEJDQ5nlO1m6UzNiNY0AAC+1SURBVBD21Vdflbr+p59+ygy7tAv9b6VDeemANsCA34HJt4B+swHfFsKok5s7gDUvAbPqAHu+BGKq4AfExCwJrGXuEIlkyM1VIyvr2WJfixn2ayECcVl+Z13Zg1GSBdCSZmsL219/gSwwkA0LfjByJLLuPT1gcVBIMXt4Y9Zxt+liBPZc1d/4CJlcgk4vC112l/aH4vF909AZlseWgATi2sxSiyAXWEmksPMTXvuRI0eqdBs5lo1RB050ZkGtpx4eQvlCC1031CwbMlizt7fH8uXLWRde165dDfI8Zd8gO6DpKOD1f4Fxp4E24wEbNyAtGjg+G/itObDoOeD8MiCrktyFTSzjRFoeuVw4eGZkhBr9zDrtsF9DYzGWBOUo1RWeWZcskyFgxXJY16gBdUwsHo4ahax7T/dUahrghDfaV2OXv9h0BUnp+ssQB9RzQY2WHqzL7sDyG1CrDNtIUNm0cLCBXGSFx9k5uJGWyW5rHiTsC40HD5w4VY9RB076huzdKetUFsaNG4dr167hzJkzMBrcagLdvxUE5S+uAmr2BqzEQNhpYMt44KeawKZxwMMThhWUm5jGiZDnCcQzM8NMolQXmRpZeRkncy/V5VkSZIfrtu+1o1cSEhIgcXVlw4G1wdOjUaOeWbab0K06qrnZIDolC99uvwZ9d9lpjTHPmdksO7lYhFYOtvlmmIS7nRzVXG1gU6czvpu/ErNnz67irbRsRo8ezcrSxReaO/csLl26hOeffx7u7u4sq0symmHDhhXRLRs7Rh04ubq6srk2UVFFRdF03TNv6rmhILE6aaqaN28Oo0MsBWr1AYavBiZeA7p9DbhUB3LSgIsrgL96AnOaAkdmASmPDZhxesjavE1r2C/POD0x6NfMS3VajRMFPJpMIYNRFooP+5U4OcF/yV+wrl4dqpgYPBw1GtkPHz7V3+nHQQ1Y5X3duTCce6i/AFVhK0P7YULDy7mdDxAXYaT2JeWknZMQOGkF4tquRamLL+DXmOlPOVVLz549ERkZWWQJCgp66v/ExMSwKo6zszN2796N69ev46+//mJ6ZGoUMxWMOnCSyWRo2rQpm5ysRaPRsOutW7c26HMbZcapJOw8gXYTgHfPAK/uARqPAKQ2QPxdYN/XghZq1TDg+lb9CcrtfYVMlzpL8KAyAUzFkqBwxsnQnUP5gZOZZ5zEjo4Q2QgDZHMiIsodOBESZ2cWPMlCgqGKihKCp6foIJsFOmNYM6E54Ztt15kDtr4IaeqOwAau0KhzcXj1LbPqNGuXZ0twPDEV6nydk/B5PX3fPD+vtP9yMjOrZCnPZ8fa2polMAovlOigTvYmTZqwbFK1atXw9ddf5w9nPnbsGNMOL1q0CI0bN2aBVufOnfHzzz8/M+gyJiRVvQGpqalF0nv3799nXXIUkfr7+zMrglGjRqFZs2Zo0aIFfvnlFxaZUpcdpxB0WuvfUlh6/gBc2wScXw6EngRu7RIW0kbR6Jcmrwhlv/IilgAOvkKpjnRO1A1o5JiKJQF5ORGZ6kwkZCXAWS4cLAyBpYjDqYRAOqesmzeZzsm6mqA9Kk/gREhcXBCwZAkevjIK2ffuMc1T4PLl+X5RxZnYvQa2XorApdBEbL4UjoGNhSBeH6+r/bDqCLsej4jbibh1Ogo1Wxo2E19Z1LdTwF4iQrJKwzydGtkr8wOnsxcuYfJHW+Dv64P33nsP5oIqKwuzRw2ukud+b+k/kMrlFX6cI0eO4JVXXmGl1Pbt2+Pu3bsYO3Ysu48shSi4oiBq48aNGDx4MPsMmyJVnnE6e/YsizxpIShQosvazjeqfZIuia6TXxMFVbt27XpCMG5RpbqymFRS5um13cC7Z4G2EwBbDyAtBjgxV/CF+rMHcGElkJ1mETonbcYp08gzTtZia7gqXCtF52STFzhlpqZAlW3eA1S1QY2ulgRESfPqmOaJMk9BQVBFROLRq69BFVdyAEr6nHFdQtjlH3beREa2/vyX7F0UaNZHKJ0fW38HWXoUoVclYisrtHEsWq7zdVIym4fM6EeYOeNHVuLhVB3btm2DLXWd5i1Dhgxh2aVPPvmEJTso2/Tcc89h6tSpbMYgQQ1Xn332GV566SUmxSE7ohkzZjwhxzF2qjzj1KlTp2emCd999122VCZUqqOFDDBNup7uWh147mugy5fAnX+FLBRlnygTRcvOj4H6g4UslHdjIXOlkyXBA5PSOGVnU6dmBsRiBYwVbxtvxGbEss66uq6C6Z8hkNvYQiyVQp2Tg7TEeDi4m0e24mk6J1U5SnWZmZnIyMiAQlH0MyN1d4f/X4vx8KWXmdbp0etvIGDZUojthDJTYV5tG4RVpx4hLCEDq08/wqvt9FeWaNTNHzdOPEZiVDpObb2PDnnaJ3Mo1+2KTWYC8XcDhBNlyjo9DBXc2f/77z9W9jHp3+dCSKytWeanqp5bVzp37ox58+blX7exsUGDBg1YOY5mw2qhznj6DqWnpzMPRrqPEiT79+/HqVOnmDfjd999x6aI1K8vjNUxdqo848SpJKi8VrMXMHyVICgnh3KnICA7BTj3F7CwM/BHe+DUAmEOnS4CcRNAKnWARCIc0DJMpLPO0F5OlCbXlutSzLxcJ/UW3tPsMo5d0Wo46Ie+tKwTe1xPT/gv/hNiFxdkXb+O0LffLlGATkLxdzoJWacFh+8hW48WAmKJCB2GC8HSlYNhiHlUSbYkBqZtXsbpZGIasvOaUJoHOkNi5wIbV2+mdyWDY7MqKcvlVbKUp2RmY2ODkJCQ/MXLy4tJbyjrRJUh7XL58mU2L5Y0T1pcXFxYhoqqSSQQJ3F4WTvejQEeOJljqa4sgnLmUH4eGLUNqD8UEFsDUZeBnR8Ktgbr3wDuHynd1sDEvJwIuVzQOWUae2edraAZi0yLrEQvJ/MU3BYPnHQRhz+rXKeFzDH9Fy2EyNYWGWfPIfz9CcjNebJkNqipD9ztrPE4ORMbzus3ePer5YyQZu7s63po9U3k6lGEXlXUspHDRSpBhkaDC8np7DatzknsVZv95UaYxkWTJk1w8+bNIgGVdiHz6tKawIKDg3lXnTlgMl11FYE+yEHtgUELgck3gV4zAI96Qrfc5bXA0r7AnCYl2xpoAycT0TgRCkVeZ52RB05Uqqs093Dt2BVzzzjlD/rV7T3VloGoJPQ05LVrw2/+H7CSy5F66BAiPv0MucWsOqwl4nxTzL+OPdB7F1zbQdUhtRYj6n4yrh83bof8skBZkAJbAsFuIdjNBi42Mki8hcCJD/w1Lr766issW7aMZZ2uXr3Kskk08uyLL77I10WNGDGC/aWxORRkUaZpx44d6N+/P0wFnnHiCCicgJZjgbeOAm8cAJqOAWR2QPy9AluD1S8BN3cBalWBxik5gtpBTOJdVORlnEylVFcpGSdny7Ak0Gac1LEV83J6GsqmTeH76y+ARILkbdsQ/cOPT6wztLkf5FIRbkal4PyjMpTEdYBm2LXoJ2inTm6+i6wM457LWBbyA6fElPxgirJOcj9B+0caGRrNxTEOevTowYKiPXv2sGoNicHJaiAgQDheUBWHyt+TJk1izV50/9q1a5k9wciRI2EqVLk4nGNkUK3bp4mw9JgGXCVbg6VA6Cng5nZhsfMSBhBLFIAqA0gMBVwF/YYpWBJkmsrYlUrIONlYSMaJeTkpldCkpyMnIhLW1YL0mnHSYtuxI7ynT0fEhx8ifulSZoPgPHJEweMppOhd3wsbzodj88UINA3Qr91E/c6+uHY0AgmP03FuxwO0GWT838un0c5R0CWeS0pHuloDpVjEdE47LvvC2tYBSpmYzSGtUcM8BPGmwpIlS54aPNFSEtRpt2DBApg6PONkiRqnsiKzARq/DLy2B3jnFND6XUDpAqREAkd+EoImgtzKc8p+Fl9VmJoJZnJ2MtLIDb5Sxq6Yd+DEhLc+uuucdMk4aXHo1xduEyeyy1HffYeUQga+RL+GwnbsvPIYaj1rkcRiUX6wREOAk2IEbZCpEqiQwcdaiuzcXJxNEr4LzQKd2P6s9uY8REfH8KCJU+nwwMmSNU664F5LyEDRnLwhS4DgLgX3Hf0ZmFUL2PkJEKXfmVz6RFHIBNOYXZZtpDawl9lXStbJUsauEFLvPJ1TRNk763TNOGlxeeN1OA4dyporwidNRsZ//+Xf1zbYFXZyCWJSsnAlXLfHLesQYP86zsxR/PiGuzBlKEBqW2z8Sm0ve1buTJfY436c6Yzp4JgPPHDi6IbEGqg7EBi5USjXETJbwcLg1DxgXmtgUTfg/DIgK9UoB/2q1alQqcqeQTBnnVNBV51+9TbGSH7GKVz3jBN50OiipaEDvudXX8KmQ3vkZmYi9K2380ezyCQitMzrDjvzQP/aMnruNoNDYCWywr0LMQi/mWAW41eO5AnEpWIRGvoK++XcQ9N+bRzThAdOnPLjmWdWVq0z8PI/QO1+gEgChJ0BtowHZtYU/oadLd3WoBIRi+WQydxNorOusnRONnmBU05WJrIzTLusYwhLAvKeoXbp8mSdrCQS+Mz6GdZ1akMdH4/QN8ZClRegkk6HOGWguWsu3rao2154vUf/ua3XGXlV5ef0X2o6UlWC63rTACfk5mrwvw/eZKO5aMAsh1NZ8MCpFLjGqQxoLQmSHgHVnwOGrQA+uAZ0+xpwDgayU4XM06KuwLw2wMl5QHrVdm+ZjCWB1gQzzbCBk0yugFQuOGKnmnnWqcCSIFyn7I0266Rr4ESIbW3gN+8PSLy8kP3gAcInfMA8nmj4L3HhkeEyn9RhJ1NIEBuaihsnTDew8JHL4CeXQZ0LnE0urHMSIezeLYSGhpqVESbH+OGBUylwjVM5x67YeQDtJgDjzwGjdwANXgQkciD6GrDrE2BWbWDDm8DDE1WShTIVSwJtxsnQ8+qKlOsSLcOSQFcTTK3OSReBeJHn9XCH3x9/sK6+9FOnEDX9e9T0FMpPsalZSDLQfDmFrQzN8+bYndx8D9mZpmtP0MrRJt9FnGjs5yTc4SF00504caLqNo5jcfDAiVN+tIN+M5OeHNNCtgaBbYEX5gOTbgK9fwI86gOqTOC/NcBfPYHfWwlZqLKMeLEwS4LKyjgRNk5OluHllJdxUkVFIVcHvVJFMk5a5DVrwHuG4OuUsGoVcjauh6e9MILibqzhtID1O/nCwU2BjORsXNpn3J/5p9HaQTt+RXivnGxkzAzT2rsWu84DJ05lwgMnTsXsCmzcnj2zTuEItHgDeOsI8Po+oPEIQKoEYm4IWaiZtYCNbwGPTho8C2UqGSete3hlZJxsHC1j7ArNk7OiYaa5ucjRYRp7RTNOWuy6doXbhPfZ5cfffovOWcJn8G604QInmmPXsr/gVn7h30fISDVNs8hWeTqn88npyFRr8nVO2sDp7NmzyClhzA2HYwh44MSpGLqMXqEslG8zoP9vwKQbeVmoekIW6tJqYHEP4PfWwMk/DJaFKtA4PYIpzKuLyYhBttqwBzvbvIxTWmKC+Xs5eXmVu7OuIhknLS5vvgn73r0AlQpDt/0G97R43I0xbEt9SBN3uPrZIidTjXO7TGdEUmGCFDK4yyTMz+lCSnp+4CRx9oZMaYfMzExcunSpqjeTYyHwwImjf51TWZA75GWhjgKv7QUajRCcyGOuA7s+LpSFOqXXLFT+oN/MCOTmCh06xoiTtRPkYqGU8zit2JxAPWMp7uHlFYjrK+OkDd68pk2DvE4dyNNS8NWpJYiIMmymj2wJWg8IZpcvHwxDSrzxm9WW9L5ps07ach0FTiQQl3rVZNd5uY5TWfDAqRR4V52OGaenleqelYXyaw4MyMtC0aBh9zqFslDdhY68U/OBjIofuORyT1hZSZCbm4OsrLKXayobdoDNyzoZWudk62gZGafyCsS1gVNKSgrU6ooH2yKFAr6/zYXawQnByRFoselPgxuy+tVxhk9NR2hUuTi97T5MkVYORQXi1Vxt4aiUQupbF3UbNIa9vWAay6kcHj9+jPfffx8hISHMtsPDwwNt27bFvHnzmO+ZOcMDp1LgXXU6CsQT9VD6Ii0UDRp++zjw2r8F8/CoI2/nR3lZqLeB0NPlzkJZWYkhl3vnO4gbM5Wlc9J6OZm7xqm8GSdbW1uIxWIW3CQnJ+tnO6hk+OW3UMMKTW8cR+LadTB4xiYv63TzRCTiI0zPcbt1XsbpTHIacjS5EIms0MTfCQ6thmDS7+sxatSoqt5Ei+HevXto3LgxG+b73Xff4cKFCyzj99FHH7Ehv3v37oU5wwMnTsVw9Ndf4FQkC9UCGPB7sSxUBnBpFfDnc8C8tsCpBeXKQhUIxE1D52TojFO+ONwSMk7lmFcnEonysxn60Dlp8encDkvr9MoXi2dcvgJD4hnkgGqN3Ng5x8nNpjeKpaaNHI4SMRv2ezm1QOdkbg7iaWlppS6k5SrruhkZGWVatzy88847kEgkTJQ/dOhQ1K5dmw3w7d+/P7Zv345+/fqx9WbNmoX69evDxsYGfn5+7P9SUwuaIR4+fMjWdXJyYuvUrVsXO3bsgLHDAyeO/gInQ5QbimehGr6U5wt1Fdj5oZCF2vQOEHqmzM8vzxOIZ5pIxsng8+qchcApKz2NOYhbRKlOh4xTeYf9PvMxlVJsr9sNxz3rAjk5CH///XxncUNBHXZ0XnL/Uiwe39P/nDxDIrKyQstifk6UcSLOP0xggUJ8vOlnTSnDWdoyaNCgIuu6u7uXum6vXkJQriUwMLDE9XQlLi6OZZqoKkPBTmkZTu1Jx+zZs3H16lUsXboU+/fvZ1kpLfQYWVlZOHz4MC5fvowffvihXNtU2fDAiVMx7CkIsRKyQWmxhns3tVmogfPyslA/Am61hee9uBL4sxvwRzvgzCIgSxgGWhoKuRDsZWSGmkTGydDz6mQKJSQya4uYWZdfqiMvJx30SuUd9vs06ODi46TErCYvQu3lw7JgER99jFyN0G5vCJy9bFCrtfC5MkWtU6tifk4N/RwgFlnh2s4lLCtIB16OYblz5w4rW9esKYjytbi6uuYHYx9//DG7bcKECejcuTML2rp06YJvv/0Wa9euzf+fR48eMV0UZaUoY9W3b1906NDB6HchD5w4FUMiA+y99V+uexoKJ6Dlm8A7J4BX9wANhwtZqKgrwPZJQhZq20Qg6qppj12ppIwTHcDzTTDN3D1c4uYGSCTMDkAVHV2lGSfCx0mBNJkCd8d9zjym0o4cQdzCRTAkzXoHMn1Q6LV4k8s6aTvrTiWlQZObC6VMgjpe9pDYOkOlUpnF6BUqZZW2rF+/vsi60dHRpa67c+fOIus+ePCgxPX0xenTp3Hx4kVWbqMsEkFap65du8LHxwd2dnYYOXIky1hpxePvvfceC6YoeJoyZQr+++8/mAI8cKokbsbfRI4mx8zLdZXsEUNZKP+WwMA/hCxUj+mAS4gwI+/sn0I33uJewOV/AJXwRS7iHp6pW7mmqtzDo9KioNaoK8kE07wzTlZicSEvp/AqzTgR3o7CnMC79t7w/PILdjlm9mykX7gAQ2HvqkDN1p7s8hkTyzrVt1VAKRYhSaXGjbTM/KyTzEsYvXLu3Dm9dD5WJVT+Km2h7rWyrqtQKMq0rq6EhISwk62bN28WuZ0yRnSf9nkpUKMMUoMGDVjAR/uGutWJ7Dzn/tdff50JzSmgolJds2bNMGfOHBg7PHCqBDJUGRi9azSeW/ccfjrzE+4k3IFZYQiBeHmyUK3fAd49C7yyGajdj46SwKPjwPrXgJ/rAnu/ZtuokAvlGrIj0GiM10nZTeEGiZUEqlwVM8KslHl1CRbg5VQOSwJ9mmAWxicvcApPzITDoEGCOaZajYhJk6HWUwdfSTTtKWSdHplY1kkiskILe+FgfyKvXNfIzwlSFz+IrRVM7Hzjxo0q3krzxsXFBc899xzmzp37VHE5BUoajQYzZ85Eq1atUKNGDUSU8J0j0fhbb72FDRs2YNKkSVi4cCGMHR44VYKP04OkB5CJZYjLjMPSa0sxcMtADN82HGtvrkVytuF+HC0qcCqcharWCRi2AvjgCtDxE8DOC0iLAY7OAn5pAOk/78A1IRfI1SAz03inxotFYnjYeFSKzqmgVGfeGafyCsQLZ5z06bnk66QNnNLZWbzn119D6uvLgrrIr6YYzN+J5tfVbJWXddpuWlknrUCcynVEIz8HWInEkLkLdgtnzpyp0u2zBH7//XdWGqUM0d9//43r16+zDNSKFStY4Er2HZR9ojE4lEGirNLy5cvxxx9/FHkc0kDt3r0b9+/fx/nz53HgwAHWoWfs8MCpEnycarvUxt4hezG782x08evCsghX4q5g6smp6LK2Cz46/BGOhx83eDnGIgKnwpD2qvOnwITLwNBlQFBHALmwurUbDS/Hoc2ZBODYz0Ca8WZZvGy8KkXnZCnz6ooIxHXIOGntCOhgUd4W7qeV6sIThdZxsZ0dfGb+xHRYKbt2IXGd4fydmvYKZK7ij67G4/F908k6Nc8zwjyXVGCEaSeXQOIZwq7zwMnwBAcHM++mbt264dNPP0XDhg3zy2yTJ0/G1KlT2W1kR0CC/Xr16mHlypWYPn16kcehsiodaylY6tmzJ8tKUVBm7EiqegMsBalIis7+ndkSlxGH7fe2Y9PdTbidcBs77+9ki6eNJ/pV64cBIQPgb58XjJgCxho4aRFLgTr9hSX2NnB2MVTnFkKRmQMc+ws4uRKoOxBo9prQuZfXSms0Oqcow2ec8kt1PONUIuRZQ+JWcg8ngbi+Wqa1pbrHSZlQa3JZh5iiYUO4vf8eYmbOQtR306Fs0gTWIUJQYIis043jkTiz7QH6jW8IU6CxvRJiKyA8KwfhmdnwkcvQ0NcRjz2rIyVPpMwxPF5eXixQepom6YMPPmBLYUjPpMUU9EwlwTNOVYCLwgWv1H0F6/utx5q+a/BizRdhL7NnM8kWXl6IPhv7YNTOUdh4eyPSc0zAut7QXk76xLU60HM67g54Hddq2CLTxQugIbr//S2Md/mjPQuskGW4ifVGmXHKC5wsa16dbu+pIXROHvZyptvJUeciJqWggcHltddg06YNcjMzEf7hR8jNE9Pqm2a9AvKyTnGIum8asgEbsRh1bYWA80xe1okE4tY+tVGrbU/uIM4xODxwqkJI01DXpS4+b/U59g/djxkdZ6CtT1uIrEQ4H30eXx3/Cp3WdsIXR7/A2cdnDT7Pyui9nPSItW0QIj3luNu1D/DG/rwhw2RpcBnY9oFgabB9MhB9wyg66/i8OgO4h0dG6uSZpM9hv1oow+TpIM/XOWmxEong9f10iB0ckHX9OmIMVL5wcFOiZksPk9M6Nc8TiJ9N1uqcnCBxcIf/oE/x7rvvVvHWccwdHjgZCdZia/QM7Ik/uv2BPYP24P0m7yPAPoB15G2+uxljdo9hmaj5l+azzBQs3cupgmg76zIzwgGfpsKQ4YnXgR7fAc7BQHYKcGYh8HtLYOnzwI3tQBVo0LQZp8qaV5eZmgJVjpnaZuQh9fAgS2OWxVHFxlZ5Z51W5xSWUHREhtTdHZ5f/49djluwEBkXL8JgWicr4OGVOMSGPd081th0ToUzTsSt6BSkZqmqdNs45g8PnIwQ6qR6vf7r2DpgK5b1WoYXqr8ApUSJ0JRQzL04F93/6Y6xe8Zix70dyFRlWraXUzmRy/NMMDMLjV1ROgOtxwmWBiM3AbX60qk/cP8QsOYlYHYj4NhsID2+0gMnCpYNmXGU29pBTMaQANLNXOdkJZVCQsETib11EIgbIuNE+OYFThGJT36X7Xv2hH3fvoBGg4iPP4Gm2PwxfeDorkRIU3d2+fxu0zjxaZYXOF1JzUCaWg13OznTi1H7+9bDZ9nAWQ7HUPDAychLeY3dG+PrNl/jwNADmNZuGpp7NkcucnEi8gQ+PvIx68qbemIqLsdcrtpSnrELxIshf5qXk0gEBHcGXlwJvHcRaPu+4BNFr+3fL4FZdYAt75XqTK5PqGGASFelIyUnxcDu4Xk6JwvycsrWwZLAYF5OhSwJSoKMMSXu7sh++BDRP82EIWjcI4D9vXM2Ckkx+g/O9I2PtRRe1lKoc4FLyRn5WaeMu2fxUvfWeOONN2AqGK0EwwLRlLF0z7vqTASlVInng59nC2Wettzdgs13NrNuq7W31rIl2CGYdeT1De4LV4Vr5W6giQVOMpkrRCJraDRZyMp6DIWilC5GpwDguW8EP6gr/wCnFgg6qPNLhSWgnTCEuGYfQKz/r5NcIoeTtRMSshJYuc7eWWiLNwQ2jk5Ijok2e/dwrc4p49w5nSwJDJVxyjfBLFaq00I6J6/vvkPo668jYeVK2HbpDNu2bfW6DW5+dvCv68ysCS7ufYSOw4vOITM2KNBvZm+DrTGJrFzXxskWjfwcsdWzOrufrGSoA5I6IY0VqVTKXkdMTAzc3NzyB+NyqiZ4JTdz2hc0mFgmkz11fYsInGjAIPmw0Bvi5OTETLZMGT87P4xrNA5vN3wbpx+fxqY7m7D34V7cTbqLmedm4pfzv6C9T3sWRHXw7QApteMbGhMLnOhHirJO6en3kJEZXnrgpEWmBJq8AjQeCTw6AZyaD1zfCjw8KiwkkG/+KtBkNGDjovesEwVOVK6r6VzT4F5O5j6vrrwmmNqME83hyszMfGL8RUU1TiWV6rTYtmsLp5eGI2HVakR+/gWqbd3CPJ/0SZPuASxwun48Es37BEFp//SDR1XTwiEvcCokEBfbOkHm4IbspBhmqNixI3m3GSdkEunr64uwsDA2noRT9SiVSvj7+7NYAZYeOBHHjx/Xm/eKsUDdd628WrElpWUKdj3YxYKo/2L+w8Gwg2yhbEWfan1YEGXIg66pBU6ENnBiAnHBOPvZ0FlhQBthSQoXrAvOLQGSw4B93wAHfwDqDwZajAW8G+lN53Q9/rrhvZycLWNeXXlNMOkslOZwZWRksKyTp6dQRq0o3o5CABaR9PQSmfvkyUg9egw5jx4heuZMeP1PEI7rC+8ajvAIsme2BP/tD0WrAYITt7HrnM7lDfyt52PPuhQlHtVZ4ERGmMYcOBF0TKpevTpz2OZUfSBLfm1lyfxZTOBk7tjJ7DCkxhC23Eu8x8w1t97ditiMWKy4voIttZ1ro39If/QJ6gNHuXD2bDAvJxNIOyvyBOKZhQXiuuDgA3T9EujwIXB1g5CFirwIXFwpLH4thQCKjDcrkPXT6pwM3U2Zn3GyII1TebycKHAinZO+AicvByHjlJKpQkpmDuzkJX9WREolvL75Bo9Gj0bimr/h0KcPlHoYCaWFDhhNegRg5x+XcflQOLssUxjvIaKerQIKkRUSVGrcTc9CdRs5anjYId6rOtJvHTcZB3E6YNPCMR2qXBx++PBh9OvXD97e3uyLu2nTphLnxlG5jVLjLVu21NkZlh6Xzjxo7hzZvps71RyrYWLTifh38L/4retveC7gOUhEEpa1+P709+iyrgsmHpyIw2GHodKoLNbLqcTOuvIglQONXgLGHgRe2wvUHwKIpEDoKWHA8K8NgaM/AxkJFbMkqKR5dRbhHu4lBE4q8nLSQZxrCJ2TjbUE9nIhQIlMenqXrE2rlnAcMkRY94svocnUb1dtUANXOHkqkZ2hwtUjhjVdrShSkRUa2inZ5YJynQNkeTon7iDOMRRVfjpBc59ops2rr76KF1544Yn7aYDgxIkT2XBACpp++eUX9OjRgw0UdHcXWmgbNWrEZkgVZ8+ePSwgO3r0KHx8fBAZGclm69SvXx8NGjQocXtIv0CLFm0HTbIBJ5Ubkkb2jdCoSSO8X+d97Hm4h416uZVwC7tu7GKLm9wNPYN6snJeoENgxZ5M5gGkRAKh1wCfxjB2clROSEvTIDb2gf72r0NN4LlZQKuPhazT+WVATBiwfQqw+3ugwRBhtItL2csgdrl2UGeo8SjmkUE/h7lSa2Tm5CD28WOT/byXFY2NEqlqNUAjVMLCmAC7rIJe+n2gKe/6fI/c5RokJqXjdlg0PBVPD+Tkb45F5r59SL13D5g5C27j9Wv4GNLGCYfXxODUrhsIbG4PsbjKz69Lpb5Ig+NpqTga/hh9baSo4SSG1Fkow5JuiIbLurpWcqNMIbSfEd45Z2bkGhG0ORs3bixyW4sWLXLHjRuXf12tVud6e3vnTp8+vVzPMXny5Ny//vqr1PunTJnCtoMv/D3gnwH+GeCfAf4Z0MdnIDQ0tFzHK45xUuUZp6dB7YHnzp1j05e1kNqdskZlNTijjBZ5M1BbampqKvbv34+hQ4eWuj49F2W4tND/xsfHw8XF5QnRGJX+Sqqjl3Q7nXn4+fkhNDQ0f9J6VVPa9lfl4+ryv2Vd91nrPe1+U9/HhtrPlbWPjW0/831cdvh3Wcg0kS0CVT445oNRB06xsbFQq9XwyHP51ULXb9wo2wyxqKgoDBw4kF2mxyJjNPpCl4a1tTVbSmpDLg4J+ko6QJZ2O0G3G8tB9WnbWVWPq8v/lnXdZ633tPtNfR8baj9X1j421v3M9/Gz4d/loro4jvlg1IGTPqhWrRouXbpkkMceN26cTrcbG4bazoo8ri7/W9Z1n7Xe0+439X1sqG2trH2sy/qWvJ+NbR/r+v98H3NMCSuq18FIoFLYxo0bMWDAgPxSHRlS/fPPP/m3EaNGjWJdLZs3b4apQCl+OvMgsbkxZSM4+oPvY/OH72PLgO9nztMw3naJPMO5pk2bYt++fUU0R3S9devWMCWo/DdlypQnyoAc84HvY/OH72PLgO9njlFnnEiwfefOHXa5cePGmDVrFjp37gxnZ2dmfU52BJRhmj9/Plq0aMHsCNauXcs0TsW1TxwOh8PhcDhmHTgdPHiQBUrFoWBpyZIl7PLcuXMxY8YMPH78mHk2zZ49m3k6cTgcDofD4VhU4MThcDgcDodjKhi1xonD4XA4HA7HmOCBE4fD4XA4HE4Z4YETh8PhcDgcThnhgZMRsG3bNtSsWRPVq1fHokWLqnpzOAaCHOydnJwwePBg/h6bITRqp1OnTqhTpw4bIr5u3bqq3iSOniH/wGbNmrEmpXr16mHhwoX8PbZAuDi8ilGpVOyH9sCBA8wgk3yrjh8/zmbjccwL6iCluVVLly5lpq4c8yIyMpKNeKKDKnUA03f51q1bsLGxqepN4+gJGtuVlZXFjJlpDioFT2fPnuW/1xYGzzhVMadPn0bdunXh4+MDW1tb9OrVC3v27KnqzeIYAMpG0LBpjnni5eXFgibC09MTrq6ubEA4x3yg+XsUNBEUQFFTOm9Mtzx44FRBDh8+jH79+rHp1zQyZtOmTU+s89tvvyEwMBByuZz5T1GwpCUiIoIFTVrocnh4eEU3i2Nk+5ljWfv43LlzLDvh5+dXCVvOqcx9TOW6hg0bwtfXFx9++CELkDmWBQ+cKgila+lLRF+2kiDn84kTJ7JxK+fPn2fr9ujRA9HR0RV9ak4lwvez+aOvfUxZpldeeQULFiyopC3nVOY+dnR0ZIPj79+/j1WrVrHyLMfCIANMjn6gt3Pjxo1FbmvRokXuuHHj8q+r1epcb2/v3OnTp7Prx44dyx0wYED+/e+//37uypUr+S4xs/2s5cCBA7mDBg2qtG3lVO4+zszMzG3fvn3usmXL+Ftvxt9jLW+//XbuunXrDL6tHOOCZ5wMSHZ2NkvZd+vWLf82kUjErp84cYJdp/l7V65cYeU5mtu3c+dOdobDMa/9zDH/fUzH4tGjR6NLly4YOXJkFW4tx1D7mLJL1OBBJCUlsdIfdURzLAtJVW+AORMbG8t0DsWHEdN1GlJMSCQSzJw5k83r02g0+Oijj3iHhhnuZ4J+gCnFT+UC0kdQu3rr1q2rYIs5htjHx44dY6UesiLQameWL1+O+vXr8zfcTPbxw4cPMXbs2HxR+Pjx4/n+tUB44GQEPP/882zhmDd79+6t6k3gGJB27dqxkx+O+UIVgosXL1b1ZnCqGF6qMyDUbUHtq8XFg3Sd2pU55gHfz+YP38fmD9/HnLLCAycDIpPJmAnevn378m+jM1K6zks05gPfz+YP38fmD9/HnLLCS3UVhATdd+7cyb9OLaqUynV2doa/vz9rbR01ahSz6ac07y+//MI0LmPGjKnoU3MqEb6fzR++j80fvo85eqGq2/pMHWovp7ex+DJq1Kj8debMmZPr7++fK5PJWLvryZMnq3SbObrD97P5w/ex+cP3MUcf8Fl1HA6Hw+FwOGWEa5w4HA6Hw+FwyggPnDgcDofD4XDKCA+cOBwOh8PhcMoID5w4HA6Hw+FwyggPnDgcDofD4XDKCA+cOBwOh8PhcMoID5w4HA6Hw+FwyggPnDgcDofD4XDKCA+cOBwOh8PhcMoID5w4HAunU6dOmDBhQv71wMBANlPRkMTFxcHd3R0PHjzQ6+O2atUK69ev1+tjcjgcTmF44MThmACjR4+GlZUVW6RSKYKCgvDRRx8hMzNT78915swZjB07FoZk2rRp6N+/PwvS9MkXX3yBTz75BBqNRq+Py+FwOFp44MThmAg9e/ZEZGQk7t27h59//hnz58/HlClT9P48bm5uUCqVMBTp6en4888/8dprr+n9sXv16oWUlBTs3LlT74/N4XA4BA+cOBwTwdraGp6envDz88OAAQPQrVs3/Pvvv0XKX8OHD4ePjw8LfOrXr4/Vq1cXeYy0tDS88sorsLW1hZeXF2bOnPnE8xQu1VEpjbJcFy9ezL8/MTGR3Xbw4EF2PSEhAS+//DILuBQKBapXr46//vqr1NexY8cO9lqorKZFrVazQIoyafQYNWvWxK+//vrUkiJB7wNl47SIxWL07t0ba9asKdN7yuFwOLoi0fk/OBxOlXPlyhUcP34cAQEB+bdR2a5p06b4+OOPYW9vj+3bt2PkyJEIDg5GixYt2DoffvghDh06hM2bNzON0WeffYbz58+jUaNG5d6WL7/8EteuXWNZHldXV9y5cwcZGRmlrn/kyBG2nYWh0pqvry/WrVsHFxcX9tqoXEjB3dChQ3XaHnqt33//fblfD4fD4TwNHjhxOCbCtm3bWKZIpVIhKysLIpEIc+fOzb+fMk2TJ0/Ovz5+/Hjs3r0ba9euZcFEamoqK5GtWLECXbt2ZessXbqUBSwV4dGjR2jcuDGaNWvGrj9Lt/Tw4UN4e3sXuY10W19//XX+dco8nThxgm27roETPXZoaCgLxug94nA4HH3CAycOx0To3Lkz5s2bx8ptpHGSSCQYNGhQkXLXd999x4KN8PBwZGdnswBLq1e6e/cuu61ly5b5/+Ps7MzKYhXh7bffZttBmavu3buz8lmbNm1KXZ+yUXK5/Inbf/vtNyxevJgFYrQObWt5MmFU6qOgiV47XeZwOBx9wk/HOBwTwcbGBiEhIWjYsCELME6dOsUySFpmzJjBdEFUqjtw4ADTJfXo0YMFIOVFm7HJzc3Nvy0nJ+cJQTZlkT744ANERESwbFbhzFdxqJxHuqjCkCaJ/od0Tnv27GHbPmbMmCLbTttSeDtK2hYiPj6evVc8aOJwOIaAB04cjglCQQTpk6j9XqsnOnbsGGvxHzFiBAuuqlWrhlu3buX/D2mdqCRGAZcWCmAKr1McEnwT1M2npbBQvPB6o0aNYmVAEpYvWLCg1Meksh5pogpD205ZqnfeeYfdTwEiZciKP0fh7aAMG2m9ikO30WNwOByOIeCBE4djogwZMoR1kVGJi6BuNuqyI2H19evX8eabbyIqKip/fdJHUUaHBOL79+9nAQZ1pD1NB0RZG+p+I7E1PSYJyylYK8xXX33FxOYkCr969SrTYtWuXbvUx6QsGK1XOOtE23727FmmyaJAjgTn5CdVmC5dujDBOy03btxgJULq8CtJfE4lQw6HwzEEPHDicEwU0ji9++67+PHHH5nuiQKaJk2asMCEWvfJuoD0RoWhcl779u3Rr18/ZmfQrl27JzrcikNlQRKk03pkB/Dtt98WuV8mk+HTTz9FgwYN0KFDBxbMPc0OgGwSaDtJi6WFgrwXXngBw4YNYxosslag7FNhXn31VZbVIjuFjh07sowa6b4KQ9ouChypzMfhcDiGwCq3uGiAw+FwDAxljSjzRVkvfXa+kb6LMllPKxVyOBxOReBddRwOp9Lp06cPbt++zTJEZOipL8ibauLEiXp7PA6HwykOzzhxOBwOh8PhlBGuceJwOBwOh8MpIzxw4nA4HA6HwykjPHDicDgcDofDKSM8cOJwOBwOh8MpIzxw4nA4HA6HwykjPHDicDgcDofDKSM8cOJwOBwOh8MpIzxw4nA4HA6Hw+GBE4fD4XA4HA70yv8Bbbvvjndvo6UAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.title('Gas Surface Densities at 1e5 Years')\n", "for name, comp in sim.components.__dict__.items():\n", " if(name.startswith(\"_\")):\n", " continue\n", " if comp.gas._active:\n", " plt.loglog(sim.grid.r/c.au, comp.gas.Sigma, label=name)\n", "\n", "plt.loglog(sim.grid.r/c.au, sim.gas.Sigma, \"k--\", label=\"Gas\")\n", "plt.xlabel('Radius (au)')\n", "plt.ylabel('Gas Surface Density (g/cm²)')\n", "plt.legend(loc='center left', bbox_to_anchor=(1, 0.5))\n", "plt.subplots_adjust(right=0.75)\n", "plt.ylim(1e-5, 1e3)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 11, "id": "0134486b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.title('Dust Surface Density at 1e5 Years')\n", "for name, comp in sim.components.__dict__.items():\n", " if(name.startswith(\"_\") or name==\"silicates\"):\n", " continue\n", " if comp.dust._active:\n", " plt.loglog(sim.grid.r/c.au, comp.dust.Sigma.sum(-1), label=name)\n", "comp= sim.components.__dict__[\"silicates\"]\n", "plt.loglog(sim.grid.r/c.au, comp.dust.Sigma.sum(-1), \"k\",label=name)\n", "plt.legend(loc='center left', bbox_to_anchor=(1, 0.5))\n", "plt.subplots_adjust(right=0.75)\n", "plt.ylim(1e-8, 1e3)\n", "plt.xlabel('Radius (au)')\n", "plt.ylabel('Dust Surface Density (g/cm²)')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "077c5623", "metadata": {}, "source": [ "as we can see the components freeze out onto the grains where the temperature is low enough as expected, we can also look what efect this has on the bulk density of the dust and the mean molecular weight of the gas disk:" ] }, { "cell_type": "code", "execution_count": 12, "id": "23fb1e9b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.title('Dust Bulk Density at 1e5 Years')\n", "plt.plot(sim.grid.r/c.au, sim.dust.rhos[:,0], label=\"Bulk Density\")\n", "plt.plot([],[], \"r\",label=\"Gas mean molecular weight\")\n", "ax = plt.gca()\n", "plt.legend()\n", "ax2 = ax.twinx()\n", "ax2.plot(sim.grid.r/c.au, sim.gas.mu/c.m_p, \"r\",label=\"Total Dust\")\n", "plt.xscale('log')\n", "plt.subplots_adjust(right=0.75)\n", "plt.xlabel('Radius (au)')\n", "ax.set_ylabel('Dust Bulk Density (g/cm³)')\n", "ax2.set_ylabel('Mean Molecular Weight ([$m_p$])')\n", "ax.set_ylim(1,3.6)\n", "ax2.set_ylim(2.2,2.4)\n", "plt.xlim(1,200)\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": ".venv (3.14.0)", "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": "3.14.0" } }, "nbformat": 4, "nbformat_minor": 5 }