{ "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# automatically reflect changes in imported modules\n", "%load_ext autoreload\n", "%autoreload 2\n", "\n", "from pathlib import Path\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import astropy.units as u\n", "\n", "import utils\n", "import utils.logging_config\n", "import logging\n", "logger = logging.getLogger(\"task2 (mesh)\")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "DATA_ROOT = Path('data')\n", "# DATA_NAME = 'data0.txt'\n", "# DATA_NAME = 'data1.txt'\n", "# DATA_NAME = 'data0_noise.txt'\n", "DATA_NAME = \"data1_noise.txt\"\n", "NBINS = 30\n", "CACHE_ROOT = Path('.cache')\n", "\n", "G = 1" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "15:36:38 - utils.load - Loaded 9913 rows and 9 columns from data/data1_noise.txt\n" ] } ], "source": [ "points, columns = utils.load_data(DATA_ROOT / DATA_NAME)\n", "logger.debug(f\"Fetched {points.shape[0]} points, columns: {columns}\")\n", "# reorder the columns to match the expected order (x, y, z, mass)\n", "particles = points[:, [2, 3, 4, 1]]" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot the distribution of the particles\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111, projection='3d')\n", "ax.scatter(particles[:,0], particles[:,1], particles[:,2], cmap='viridis', c=particles[:,3])\n", "plt.show()\n", "## Note: colormap corresponds to the mass of the particles" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Choice of units\n", "Recap of the particle properties:\n", "- $\\sim 10^4$ particles\n", "- around 1 black hole (10% of the mass)\n", "\n", "$\\implies$ ???" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "15:36:38 - task2 (mesh) - Considering a globular cluster - total mass of stars: 9.999999999999998, maximum radius of particles: 0.9096731180509756\n", "15:36:38 - utils.units - Set scales: M_SCALE = 1e+03 solMass, R_SCALE = 1.1 pc\n" ] } ], "source": [ "# Set G = 1\n", "G = 1\n", "\n", "# from the particle number we can estimate the total (stellar) mass, excluding the BH\n", "M_TOT = 1e4 * u.M_sun\n", "# the radius aound the black hole follows from ??? # TODO\n", "R_TOT = 1 * u.pc\n", "\n", "# Rescale the units of the particles - considering only the orbiting stars\n", "M_particles = particles[:,3].sum() - 1\n", "R_particles = np.max(np.linalg.norm(particles[:, :3], axis=1))\n", "\n", "logger.info(f\"Considering a globular cluster - total mass of stars: {M_particles}, maximum radius of particles: {R_particles}\")\n", "m_scale = M_TOT / M_particles\n", "r_scale = R_TOT / R_particles\n", "utils.seed_scales(r_scale, m_scale)\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "15:36:38 - utils.particles - Found mean interparticle distance: 0.0262396757880128\n" ] } ], "source": [ "### Direct N body force computation\n", "epsilon = utils.mean_interparticle_distance(particles)\n", "\n", "epsilon_range = np.logspace(-2, 2, 5)\n", "n_squared_forces = []\n", "\n", "SAVE_FORCES = False\n", "\n", "for e in epsilon_range:\n", " n_particles = particles.shape[0]\n", " cache_file = CACHE_ROOT / f\"n_squared_forces__n_{n_particles}__softening_multiplier_{e:.0f}.npy\"\n", " try:\n", " f = np.load(cache_file)\n", " logger.info(f\"Loaded forces from {cache_file}\")\n", " except FileNotFoundError:\n", " f = utils.n_body_forces(particles, G, e * epsilon)\n", " if SAVE_FORCES:\n", " np.save(cache_file, f)\n", " logger.debug(f\"Saved forces to {cache_file}\")\n", " n_squared_forces.append(f)\n", "\n", "### Mesh based force computation\n", "mesh_size_range = [10, 20, 50, 100, 150, 200]\n", "mapping = utils.particle_to_cells_nn\n", "\n", "mesh_forces = []\n", "for mesh_size in mesh_size_range:\n", " cache_file = CACHE_ROOT / f\"mesh_forces__n_{n_particles}__mesh_size_{mesh_size}__mapping_{mapping.__name__}.npy\"\n", " try:\n", " f = np.load(cache_file)\n", " logger.info(f\"Loaded forces from {cache_file}\")\n", " except FileNotFoundError:\n", " f = utils.mesh_forces_v2(particles, G, mesh_size, mapping)\n", " if SAVE_FORCES:\n", " np.save(cache_file, f)\n", " logger.debug(f\"Saved forces to {cache_file}\")\n", " mesh_forces.append(f)\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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xUhSFhvIQ3bE0sfSrLyBxOAbGsjyxc5A/bOnh4a09/GFLD0/sLJ1VcF2X/YNJthyMsX8wieu6r+ucR4M0TCQSiUTyZuRE/D4JIXjxxRdpbm7m/vvvL2nbtGkTp5xySsm2kZERPvzhD/Nf//Vfr/vc99xzD7fccgtf+tKX2Lx5M8uXL+fSSy9lYGDgdfVJpVIsX76cO++884jH8uyzz7J27dqSbWvXruW55547+gs7wchqPyeIkKGBouIKgYKgggTNIo6iwICoYlgpQ0XBEQJN06iJBI77mHK2i+m43tgOMeahVI6cfWRC3P+SGkzkAIX68gCW4/KX3UPEMyYN5SFChkbWctg7mGAomWP1/HqGkjke3d7H3sEUOdshqGvMqY9y6eKmo6p8dLi1ExzHYWv3GKNpk+pIgKUtFWiaJvMdJBKJRPKm5ET9PrW3t5NIJPj617/OrbfeSjqdLqwmu3nzZq666qrCvrlcjiuvvJIvfOELnHXWWa/73N/85je5+eab+chHPgLA97//fR5++GF+8pOf8IUvfOE191mzZg1r1qw5qrG0tbVxyy238MADD5BIJPjUpz7F0NAQt99++yH7/OhHP+I73/kO7e3tBAIBTj31VB5//PGjOu/xQIr/E0TI0KgtC9CsjnGhvpHTeYU6JY4mXIaUCl5mLo8rpzEoamgoC3JSY9lxH1NQVwloKlnLIRr0Hg0hBKmcg+W6WLaLoSoE9VefMBoYy/LsniE2HRhlOJkDBWoiAcKGTjSks2RaBYqiIBAIoDJs0BfP8PCWHrZ3xxlNW5xUblIecUjYGtsO2vSMZvjIObOOyAA43Jfk7v4Ev9nYxd6BJFnbQVdVZtVFuWxpExnTpS+eoUFLE8LExmBrMsdgIssFCxpoqAidsAXZ5EJwEolE8s7Ez8c7nOPseBkAmzZtIhQK8fGPf5yvfOUrPPLII1xzzTVks1l27NjBV77yFcD7jbrpppu48MILueGGG173eU3TZNOmTdx2222FbaqqcvHFF7Nu3bpj1udIaW1t5d577+W2225j8+bNXHrppfznf/7nIfd/4IEH+PznP88PfvADVq1aRSKRoKOj43WN4Vghxf8JoipicEp1jpPU/2GJ/hIhJ00Qk6iSYSEuJyu7WMI+7lHew9nzV1MTDR6XcRQLyoCmMK0qzL7BJDMDUeIZiwMjaUZSJpbtEs9aLGgqx7SdQl/Ps28CgvryINXRAIOJHL9/uYfNnTF0FaZVhRFAbzxL13CMkxrKaasOEbDi9A7FGchCQinDcWDXQIJpWpw1lb3UjnWgWBlySogZoRm8EG/j0e1hFjSVo6qHNkC8sKJ+YkN9VDkxojo4kQb2DNis2zvI+v0jxJNZFrOHBneAhAjyUnw2/7djmFNqTM7QdiISndh2GlsJE61sY3fFKRiaytkn1bKtO05XTzdmNkMgFKZ1WgtLp1cVvninmvGojgYKQv21iHg5IyGRSCTvTCbm4/m/F9GgzsxAlI7hFNu6x7igPHhcHEKbN29m2bJlBAIBrrrqKu677z6uueYaXn75ZWzbLoT9PPvss9xzzz0sW7asEEP/85//nKVLl76m8w4NDeE4Do2NjSXbGxsb2blz5zHrc6R0d3fzuc99jurqak455RRGR0e5/vrruf3222lpaZm0/65du5gxYwaXXHIJVVVVACxevPh1jeFYIcX/CUIBVuvbGGA7QRJUajEiZFBdAQKqSVKnbWCGYTJ78buOywd6KkEZDeioisLW7jiDiRyW4xIJaGSFS000ACj8ZfcQS1oq2NmbYPOBUXrHsrhCUFcW4IxZNaAo7OpPEtahLZRFJDqxHEGNUkm3omHFu8nt2Egg10ujmaVNEySNGnYqs7BjDqtCL9Bq9uDYNsLJYQiXqLIDJXASGzsVDgy3MKu+zBPZyRzDQ/2oTo6aynIqaxrYuG0HuZcfZfbYFqrMblThMKbX4NSeyWNj82hO7eN/8wjzxH4iiomDSj+1bMrMIdrv0KLFCAnPGLNQyGRfpGbkJV4cu4yDXW1ER7ZTk96Pamcw1SDt+2fRN/NULlm1AoBn2wd5ZW8HzlgvKKCVN7Nw9kzOmVePEIL1+4YZGOxDtXNEI1HqG5pZMr3ykCK+4PFJ52gJ5YjoNmlXZ++AfVQeHzlzIJFIJG89jiYfrzp67EOEN2/eXBD4V199NVdffTW5XI7NmzdTX19fSOo955xzjjg/7+677+YTn/hE4fUjjzzCueeee8zHfizp6Ojg4x//OBdffDGrV6/me9/7HmvXrqWjo2NK8X/zzTdzzz33UFNTQyQSYevWrcyaNesEjHwyUvwfAXfeeSd33nknjuMcu4OmR6ge2IARzII5SogMAgVH1RAIdAQRspzivExgx39Dy5fgGAq1Q00hDiSyICBjOoymTSrCOo6AlqooM2rDVIQMtvWMsenACEPJHMmcg+u6WI6gfyxLe3+SaEinLZBgWWYzdaMvUZ4bAFxiShU1zKQsCG5aI66HqXFGqTB7aHbHaHDCzHOCTM8myORChFWbqEgSclPorklD9gDDGZcDwycTDepsfHkbye2PEE51gqLhRpqIVFaR6W1nQXIbNe4AISeNjkOL1UFr9y7KnOnMVw/SxAhCUxAoGAhmOgeZpR0kJqJk7DDlWhYVFw0Hy9Goc4Yw+oYZHG6jVYuh2ll0N4sjBGXsoGt4Lw9ZDmFDw2p/knOz26kWcVwFRuOV7B9ayK86zyaRtWkY3Ui904eKwDIqGTg4nXVDp3DmisWTRLzv8TFj3ZxKB+F4D6pr4aoGTeFpvGLOZFt38FU9PnLmQCKRSN6aHOt8vKNl8+bNfPCDHwS8KjeGYfDoo49Omex7pFxxxRWsWrWq8Hoq8VxXV4emafT395ds7+/vp6mpacrjvpY+R8rZZ589advFF1885b6WZXH99ddz1lln8eMf/5jKykpmzpz5us5/LJHi/wj49Kc/zac//enCIiHHhGQfJPspEykcTAQKLjqgoAIiLzw114Rdf4IzPg3l9cfk1K82hfhK7xgZ0+aiGTohxUY1dEwjjC0gmbNJ5Sy2947hOg5RN0FAmDjCICfKGLUdqkZHOS+wjlm5rUTdMXRcNMWl3h1hHrvoz9SwyTyVJYED1DmD6AqorsV0Z5C5JEg4UZJUUEucKGMYro2CQEVwtbifp9fNZChSSeueXzDP7kfDQSg6sXQV6T6dNnqpc0YJkUVF5O8nVIoU09U+QMHWdGxUNAGKEBjY6AjqiJMhS5YgtgBNCMrJECFDtRtnJNdJQqsgSpowOTRsHBemp7r4y4YE4apKFlvtuGj0iTIUHMrcEU7KPsvBoR3MVTPUaynSNtiOS4oQ1tB+Rkd72KiprDlrBUDBQ58xbUb6DrAotYEykSIbqiPtBhB2lrLRvSwKDLCvXyPWVkVVxCCWtshaXhWpkKERMjRM2/GSrF/nzIFEIpFI3nimyscrJms5BDT1iPLxjpZ9+/YRi8UKIl/Xda644gruv/9+tm7detRJsz7l5eWUl5cfdh8/Qfaxxx7jyiuvBLxKgI899hif+cxnjlmf18KTTz552PYHH3yQPXv2TKoO9GZBiv8ThgK2CWYSDRdXNfAKfPqtqhcCpKqQHoCezTD/0pIjvNYwjlebQmxWY2gDGzjJzaI6WWKpHAOinM7QPHr1GXTHMyiJPhaL/UxngCa3F03YdIlm/iROo9XezyxzC9O0g4TIoeKAUHBRCGKjOyaO2EQdNpqqgpUlJNKESVNOkpCTpY4RDBw0BHa+Iq1AUOOMcdqBO8kSpZJE3nNvEhQmDW4PjuuiCxcdB5H33VsoqDhoOOj549iOS1Dx7q/rHRwAA4GNg+tYBLFQEYAgiCCMSRiTESeLpgkMLG+MqkuNE6fW+RN7YrPJBcpRsZkm+jGEiYWBadusZC+mG2TUrqSBMSpIYmCRcEIcGO6hfZPO843TSWdt+g5sZyw+StwOUJY8wJyaGINlMxmI5TCTAxiZPjTHokLvRktH6B6dy+b9Gfbv2cbw8CDZnI0VrqOprgYzUEmZPcppgU5CsR5sM0e5olMVmcbe3OwjmjmQSCQSyYmhKmLQUhVh72CCmYFoyXe1EIKBRJY59eVURYxjfu5NmzYRCARYsmRJYds111zDDTfcQDqd5h//8R+P+TmLueWWW7jxxhs57bTTWLlyJd/+9rdJpVKFSj4Ad9xxBw8++CCPPfbYEfdJJpPs2bOn8Hr//v289NJL1NTU0NbW9rrHbZomvb29/PznP+fcc88lmUzy7LPP8rGPfQxdP/HS+8SP4J1KWSOEq0C4kPdOoxaJL9f1EgMUDeG6JBMxUvFsQeQPJnKvOYyjeAqxuJqPoapUu8PMjj+PYnUTy1bCWD+h7ACLRJJ5xkZ2RE4jPlrLnOwuTtH2MVt0UsMoIUwU4DIeZy+1zKKbCieJ0BRAQUGgYWMImyrNJuyYjDlVRJ0xKtw0muKC4mDgYuCFV9loZBUDDdCEi4pAUR2mOQOYmk6aCAFsNGw0HFQcQsJBAZx8f0dRAQUXFVUIwEUBAjjklAACxTtu0f0xsNHy1oCdl/8KFlq+XxUJLKGjKQJcz24wENQxBs4eRs0GKkmiY+avxUV1HVQhGCNKuZbMzxo4qLhESVNFgshIhk2PBJlu72daYh+L3UF0bGwUNgysRK9TmZ3dzrT0TircGOBiYjAw/DJb4r1UWQMsHttFmT1CiAwpQuzvmsUeYxF1FRZWVYgeUUU6q2E4SaJDm6gKdtHp4s0chHXiIwOYuQyBYJjKmgaUosRqmTMgkUgkbzyKorCkpYKhZI6O4dSkUN3KSIAlLRXHLdl3yZIlBALjuQSXXHIJjuNgmuZrDvs5Uq677joGBwf54he/SF9fHytWrOBPf/pTSULv0NAQe/fuPao+Gzdu5IILLii8vuWWWwC48cYb+elPf/q6x3399dfz4osv8g//8A/09/dTU1PDRRddVJLncCJRhFzB6Ijxw37i8TgVFRWv72BCwLPfgWe/DZlRL55f8a12zyAAHUeBrFHFk8u+QV/FEgKaSllQZzhpIhCTvwTCgZIwjqkEWyxt8YctPQgBg8kcIykT23HRVYVTzY20Ogc5kA5QPbYT1U6RVsuxbZsGdwBLC9JnRglYMZZq+ykjg4mOhouBRYQsOA42Kg4GjuZ53z0DwCHqZFA0AUIhowSJigyg4CpecI7h2IWV58wiX72Lgq55IloTLi4qWS2AikDHwXVUFFwMxvt7QTnjnhADi0DesHCAHEFE3jAxsNDzhoHAMxzMfBgWCAL5dr+vRcAbs/DmF1RcAjg4gEkASzPQsTAcJz//IPLXpGJrBioC1/W+qFUEGg6m0OnWmhAo1DJKGRk0bHRHkCRAj9pItZIiQgYhXNR8yJKKQ1qL0E8jAptqZ4QIFgFsTDRGKGdEb2ZX+Rk0BjJUunF0vPdIOBa7QstZcOblhIa3E+/ZQzoxjCtUQvUzWXLmGhpb5zAwlmXLgRE6920nkxxFBMuZPmMxZ86rp7Ey/Po+CxKJRHKcOaa/36+BbDbL/v37mTVrFqHQawuzlLlbksNxNM+Y9PyfKBQFlr4f9j4OnevAyYGwQFE9vYmGo4DjKvSF52M3rGB6KEDGsnlu7wjpnMX58xoK8X9Tlfw61OzA4mnlRAM6j+/sJxzQCnGCanYEK9bBFiLM1/vJmElGbYN60UXETaFhEzJtqnCIkibi5rBUnRA5vNRZgYVKGSYBHFIoCBFAdy0UBCjgaioBLFQh0FwvNMdEB0WgAU7eEw94oTuaJ631/DZL0VGFiYqLISxUAbZQcRUFFbUQvpO/gyXiX1Bq5yq4iLwsd1EhL+79mQMUzzDQcXBREcIzDjTARqAKBwUlbzIouJA3F0x0x0JFxfIyNyBvSgRx0RwTSzG8mQNvYCAEIXK0Oj0ABBQHVyj50bhUkKPc7cREw0XDVVSE8EYawCbgJLARRDAJYudnMgQBbCLkKLMzaGMmmXALKQEBO4UqHAKKYH76Lww93Y+ZM7GTQzSKXiIiiz34DM/ufpbg6TcykrII7HmYOdl9hN0kNgYdO2Zy15bLuGLNu49q8TWJRCKRHD0NFSEuKA/KGVjJ60aK/xNJ5TQ4+39DegSGdoFj58W/jsDFETAWmsbokg8Tjfh1/hV0FTRNpXM0XfLBLy751d6f5KWu2JQLggwms2RMh6zl0j+WI5GzMW2HGmeYJidJztAQ+hCqsFng7CdCMi8mFXTFBSyqSJIUIcLCW8DLr4yj5st8qUAIk5yilYT+qAhwBaoKiiPIoqAo5JNyPUPAwCocw+8jAAcdVyEfhgO662Cje8JdKPhBPb7xoAGqYiNQvdAeUZRToYKuuPl8AM/zDp7oHxUq7YZOl64zqiqUA3NshxWmi+G4uMDWgMqeQIAxRWW64zDXNGm1NUI4+WsRDKg6pqIRFA51rpqfv8DLYxAurtDyYUduITE5nL92U+RFvmc2EcAphCul0HEUDUUFAwXhAAjqSeTvk4aFmj+XF0pVRYqA08FQJkkdMQKuCUBO6AhNJTQ8BLi0Or2EFBNNCGxHY7ZzkH3rOigjQiPD6FiEsFGxmeV00dO1k8cejlP7gRuoLw/SMZhkcLCfICZtDdVU1zUVQoeE6x42rEgikUgkh0dRlONSzlPyzkKK/xPNSRdCpBaevh0614OZAAGOUUZ/eC6d8z9Gpnm89q3luDhCUBsNMJIySeUcykLjb2PI0BhMZtnaHT9kNZ8dvWMcGEmjKRBL5Qg7capVl5Caw3ENDCdJLjPKNLeXKkbRERiY6PmkWRcvhCaMgnBVDMXBEA6+290X5wZgYwJ6Xty6gItQPJGtAJomcBH56HcVFXAcT7gDCFdgqyp2IXTIzacBO/mZAsG2gMa2YAAFl5NzgqWmiQrs03WeCAcZ1nXaLJvz0yYNrguaionLI5EAu4MBym2XSzI5giLIExGDv0Q19uo6adUzI1Qg6grm51xWZhO8GAyyPRQkmW/XBFS6LqdlTG6Ix6l3XJ4PBdkUCtOvawRdh+U5kzWpNE2Oy6iqst0w2BQM4qgKC80s56VdInmPvQns0gM8Fg2R1BQW5EwuTyUJAjFVpVNX2R9U0VxBi62wNH+/VMBGwUHN3y2RN6BAx6WcDEGnF1vRyKgGGoKQY2E4JvNJA8ILbcobSToOQUxOdnaQJEJaK8PAQeCi5+c0TqIDun/Cw88sJJbMUbv3flrNPSRR2BWaRfXcMzjlzAsBOPjK8yT69+FYOTQjSHnjbKYvOoO6aTO89/oQOQUy10AikUgkkmOHjPk/Co5rzKDrwtAe6N4EjslgZA4PDTYyvbYcrSgROJmzeaFjhJCukszZnDazhurIuBcglbPpG/Pi6JsqQlOWBTs4muahl7qpZZS59l6aGSLiJHARRNw0mZzNdKudVnoIY2Fg+xkIuPnqOhoCxwFb0zEcN+9xVtHwYtB9f66jUYh4F4WtXiiLmy9r6qXXFtc6cjAck05d58VQiD7NICIUZtsOJ1kWqhslSopths1/VlewPxjAUrz+QVfQYlqoiqAjECCrKAUBX+a6nJ90iGoR/hRyiWvO+CwCGlUOOIpGWnEwFacwUn8eQc2PTRECoSgo+c52ftQBAS22TZnjcMAwSGqeueOHCjVYFidncrwSDNAVDGAVtdVbDh+OjXGyafKN6kq2hkOY+RuiAhWOw2npLDlVZWcoSFL1pkBCAubnctwQT3Bm1mSfbnBQ19ke0MkpKs2OzYXpjGf0AP2qTq8WwcCi3rGpcb0Sp/69940HH3/GwQbGtHJ0HAzHRsvPVpA3xl7S5tEq+qhz4/mZGoGJQb9WR1fV2SiVLYylMt6qyHYCFBUtEKW8cSaLV1+LW9bItoNxBgd7ca0sqhGivr6ZpqoQfbEsgwO9pNIpXD1IQ30Tq2bXFnINpHEgkUhejbdDzL9EcjhkzP9huOqqq3jyySe56KKLuO+++070cMZRVWiY5/0BesokEO8p1PUVeFV5TNslYugMjGWIhgyMCdVYBhJZ6qIhYhnTq+aDIJm1Gct4UrMirHvhI9lBlokXmaENU2ENYZhxhLDRhU3QzVKGt+KwJwy90BE375030Yhgo2ugYuPkw1M0bTxqXnFEXjgrWAQK1fa90ptBdHLYKGiYrA8FeCVgoArBspwgLGweqC5jfSREQlMKAjroQoutcYo+HyvZy+PRYca0fL4CoAjIqAq7QuPG0LhHHMZUgz9UGAgtP0pHQ8cbswUMaoDmoKKiOBSyBfw5Dds/ogJB4eAr5mC+v6VAh6HjGnpBTGtFfbsNg27DyN+h8Q+fC/QZGt+trSTquAwbelH+gNc3pmmsLY9i5A0PAbgKZIGNkRC7AwaLcib7AwZ9ho6/HJ0K/JdTwdmpNIssmz1GgC5dY0wLogk4yTS5PJnh1JwXBrRb1/lDNMqYrjAvZ3F1MklZfixhJ1OYkfFqK3khTAFsTndeAcBCxcqHWUUwmeH0UDv8B3pizdSg0OQOEBTesxjXIvSOTWeTUMm2nosxsIW5uU4MkcVSQnR0T+clq5JmLUaV2Ut1sg/HtunVmvnFntWsOfsU6sqCUxoNh1sxWSKRSCSSdzLvOM//k08+SSKR4Gc/+9lRi/830nMghOCJnYPsHUxQHTHoHMkynMphuy6m5XJwNENTZYiLFjQQDuglJb9WTK9i/f5hQNAxnGbvQJKxrCddK0I61WGDsoNPcIa5gbnuXqJOHDufuJohgoZNhCQ1bhxd9dzbXqKpXkjs1TAJ5qW+L4pdyKfNeoLdcG1cVSVDGBcDVzVwjShWsJp0JsVfAkkeKBcMGCp2Xi1rgOG4WKqBreSrnVJU/0hTqCBEwslh4aLiEMi3OYWx+MEuYGg6Ol4SdU7YuIyvgBjwZH7eS+2WpAMH8hWMyMf423izGD6648XT++Nz0DALrZ70DhVGATkoOrNnMPiGgVP05xPCz4Pwzm0VtWn5P/++OEXH9mcqJvq9NaDCttFRiGsauaIdwkKwOGMypsG+YLAwkwHebMl18QR/G0uSRWFbIMDLwQD9mkqT47Iil2W5aeVDsGBYNbAVgSEUKlyHQP6Oe/dQz18VgEDDxUKnQ5vOSO1KatQUOdNCOFl0JwdOjqyjkzaqiYoxqpwYBiaqcOlX6tjY+H5qZi6jJrGTaQzlqxvp9FCHVb+MM5YvoqEiJHMNJBKJ9PxL3vZIz/9hWL169auuzPZmwK/ru38oyRO7htBVqCsLIlDJWiaVEYNIQKMnlsERoKoKrdVhVs2qoaEixPaeOA9v6WU0nUOgEA1qqIpC2nRIjPRzrbmNhdYrhEgyRpQwNmGyVJHAzofjuKqKg5uvmKPmi3V6iahB3HwhST+V10tdtdDJEUDFE/479QhPVVQwphm0EmBVoJGUpfBAWYAn9SxegJIXUqQKyClgaQaooChaPixGQcfFxsVBMEoGkRfiiqPlxa7Ip7gWoYGiaqiq95irtlsk/r2sBJGPKc/L+6L7r6FqQVzVq8+viNJ2oan4zv/J1rOGmjcMOES7FxgznhztlvjUxw2DqfoLxsW/Qqlh4Lf5R7MZNyBGdL1kvL5xkVEUNhYSyksNrqSq8rPqSro1jUFD55VggEyRcA6LchZnc1w7liIIvBAMsTeg4yI4ybS5PJlioeVlbFg4/E80THvQIOIIzktlmWvnmON0EB52GA21EbDjVNiDhMkQdHNoqkvKCZJRq0nodViuTtBN0SY6CHb/kIPJVcxqbSKtRhlzVdRcgpbMfkYGt7LVeS9LT5pBz64XyA524GZGURQVvW4WM0++mPqWWZPemZL7LI0GiUQikbwNeVOJ/6eeeopvfOMbbNq0id7eXh588MHC8sw+d955J9/4xjfo6+tj+fLlfPe732XlypUnZsDHmfryINWRAGVBDU31Yvx1TaWtJkJbdYSDo2niGZvykIYrBLG0yfaeBACuEAwlTWJpi5ChkjbH/blNms1CsYcwacaIUEOCICbgr8LroOB5bXP51E43XwVfACGsfCiPggXEVZ0tgSA9ukLUVZlnqqQV+FWlw0vhIFkFUC1U1+JH7KfNiDCQD1kB0J18NH1xrAwgcDDUMEKQL7PpyVhR5EMXmoHjiHzZTi+zoPgYU0lvf7u3sq8fnFS6p28kqKrm/b+jlOygoKIaAYRrg3BxhQBVFPXX8onLTlHtoeLjKyhF2wo9VQ3hepH0k40HLX9up7DdnXTs4oj98ZCn4vP4ydjge+RLKV4j0sq3/6miDFV4oUYwbvRkFIUXwyF2BwJoCBKaVjjeCxH4XXmU9ySTNNsO91eUMaDrhff5v6sjLMzm+PuRGNOcfpRsjn4jwdaIQremUOmoLLRsVmbHAJWoGScosuiulyReySiV8STdwUsIpHuoSu2nXMQAQSUGIwPr2bO5FSVYjrBzBNO96E4W0f0ce/Y/z9j5H2POsrNwLItdO7eSGhshWlHD/AVLGR3s4eCO58kOdYCdAz1IqG4m0xeOJyhLJBKJRPJW5E0l/lOpFMuXL+ejH/0oV1999aT2e+65h1tuuYXvf//7rFq1im9/+9tceuml7Nq1i4aGBgBWrFiBbU+UM/DnP/+ZadOmHfdrOJbE0hYp0+bM2bWAUliFNxrUGMtaDCRyjKRNzp9bT21ZsFDK88Bwiq7RNK5wCejKeCqtABRBkzZGlUhgo1JHzFuYaxKeL9/AJZtPdvUW0HKx0RGKQa8W5tfRAM9EIa57fnEVjZDrrWGW1LyocBVQXK89hWCHkioIVEMJomjgInCnkKICF13TcYWKJlyE65SEx3hLIhiMBwaZJf1VpvbUKijoquolhgoNRwhMMX5kV7i4wkVRFFzXnWRD+GsG6HoQ13WwXZPinVRU0APYwrsyUcgc8PEWL0N46x94LZ6UFxo4jpEPniqiMDmgFVrc4jbX6ywKZtqkjiWvDkVx2JC3pkH+XPmSrH4uQiEcCgq5F1A6c5DWFO6rLC8Mr7gtq8CL4SCfbazjPYkkO4M2W0PlhSpLAEEhmGlaXDOWZLrl8lIwTE6BBsfi5FyOeqePloE/EyZLpZNAzZtVJhplJMiM9eKiEsREx8Zbi8IgN9xN359H6O/5ILFdT1MxtouwSJNA5/HQNIzyBkLlVWjlTQjh4GTGSB/YyN7RXjjrqletUCSRSCQSyZuVN5X4X7NmDWvWrDlk+ze/+U1uvvlmPvKRjwDw/e9/n4cffpif/OQnfOELXwDgpZdeOmbjyeVy5HK5wuuxsbFjduwjOr/tYjou4YBeUvFHIDgwnMF0HCpDBoauoqlKoZTnloOjbO+OAzCnNkLQSaC5Jo4awNQrUOMCU6jUkyZCGhcFx9VxBaiaV8ZTRZDyinkSwmJ9KMhewyCEymmmQwKV71SF2REsjVUHSBR0oJYP6VFQNC0f+mEXeaxBV1XIVwlyhIPlOhQvxuX/v6r44tFfFVctRJN7C4h5q+0eClEwLjx8k0hVvMQC1x337HsFRV1yTi6fuuo1BJSAJ9RdgYOD5Vo4roNvjgQIIBBYWF56tAKKquMKgeNOvEuqlz2heLMMYoLQd7Xx1YVd7KI7BoqmejddU0uNiqL77joCVCVftTPf7niR+a8WuFIs/ktnLcb7+vtMnDHxjQN/H4vxsCOlaIi+uWYDg7rGL6orUYTA8tesyO+XUxR2BQN8va4aRVEoTmQOC8GSbI7LknGaLYfhoEGnrmMIQZttsyyXodrN5A0YnazmZYeE3CxhkSGSXM/I8+3UohWMAw2HQGoXmXSYPeZFBLJjqOkhVMf01qcYaafdzlFz7ecYStts7RxloOsVnMwYWriChtZFLG2r9nINpGEgkUgkkjchbyrxfzhM02TTpk3cdttthW2qqnLxxRezbt2643LOr33ta3z5y18+Lsc+EoK6SkBTCxV/fFI5h+FUjmhAxxGUVPxRFIXKcICxrM00NcbCVCcN7gARN4FAYchopletJUY5LXShIbDQQVXylX28mvsClxFV4+FwNX8stxgMqIXa/EFXISgEMY0SMQYTDAHND6jR8iLRi8t3iuSiK9y8AeBJQzufP+AjhCi8tl0bgcBQDAzFQCDIuTlcLFS0Cd5uCn18ge6dXy0YAqZrogkNV7jY2Cgo1IfrqQpW0ZPqIW2lcXDQ0IgGoiypXcJpTaexsW8jWwe3krST2NioqJQHyplVPousm6VjrIOskyXn5tDy8f3jeRFK/j5ZUCiB6i3+FdGjlOllDGYH86mrOsUFUH0cBGjKFLMJ+XuWN7ag1JDysnI1XJx8orM6cW5h0rvoopXMOCiTTL1Siou5TiVz/SpG/r6+8WCDt+o1ECjad3zWodQocIGUorA5HGK3YWCpCll1/Bk1hKDZsrkslebyRJpRBdZHDOKqQq1tsSyXo8XJ0OJ2k9QqvPUN8BZ7C7g5ImQJDz1MR3opVrgePTdKxBwh5Kaxdnfwl1/ZDAdaKR/cxIJcJ7owsZUAA3vbeHrWpSw8+WyvRGl/N3aiDwWF6oY2Tlkwi8aqyGHvoUQikUgkx5O3jPgfGhrCcRwaGxtLtjc2NrJz584jPs7FF1/Myy+/TCqVYvr06dx7772ceeaZU+572223ccsttxRej42N0dra+tou4DVQFTFoqYqwdzDBzMD4Yl2W42I5DjkXmqvCRIOlgRzRoE6jOsop1mYazQFq1BQRJ4mOTWtuF01uDZZi4C0opeWj+cdF3ZCmsC0Q5oFokPURcPJR4Gr+L6lC0t9ZAzX/GAkn79PXigWpQKAhFCXvmR+vyQN4AlzVCiJXQyvx0LvCxbTNvHdcEFAD1IRqKA+Wo6IylBkino3j5Cv5aGjMKJ9B2AizL7aPrJstiP7KQCWXzryU8kA5D7Q/QCwXwxQmCgoBNcCKuhX8/el/T2OkkX3xfXTFuxjODVMZrGRe9TyW1C1B0zQ+svgjbBvexsbejeyP70dTNKoj1TRGGikzymgfbeexzsfoS/dhu55REdbCzKmaw8KahWzs30jnWCcWlhf5r2g0RZq4aclNLK9fzjde+AYvD7xMTuTy912lyqhmfs189sT2MJobza+4oKChoSsaqpKvaOTk8m3+ezDBN6+BnS9xOgk/iTpfx8nraZe0u04+jKuQdzBeWck3Gg6V6OwnI/tMNXPwal9I/jPozx5ZwKiulbQDWIrCwYDBL7VyHopGiOk6GdUvGxsm7AqWZE3em0qz0MyxxwjRo4EtNKY7LvWOwwwrQ5m1k4R9gHKRo9z11lzWXQd17900EYZQFWPlM8hoYfTcKK2prcS2dfBMXzfTA0lmx14mlO3DdVxiu6p45pXTWXre+5h30rxXuVKJRCKRSI4Pbxnxf6xYu3btEe8bDAYJBoPceeed3HnnnTjO4b2exxq/4s9QMkfHcIqG8hAhQ8NyXMYyNjWRADNqIpNCCYQrOFnvZJ59kMpsJxUigasGcBSdlBugWXShK06hPv/OAGwIBBnVFWpsF1dVGVQNXgwHPU+qBsrEyjZFmk/FS4wVikAIBXtSCqm/zBYUSz4lHwmetbOeh1wR+dUEVIJqEF3VSdue990X0LMrZ/PeOe9lduVsNg9uZt/oPgbSA6StNHXhOi6bdRnvnfNeFEVh38g+nux+kuHMMDMrZ3Jh64XURetQFIVPLv0kv9//e3aN7KI8UM67Z7ybOTVzUPOzKDWRGk5rPm3K90XTNJY3LGd5w3KEEMRzcXJOjqAWpDJYCcCNi29ky8AW2mPtBLUgy+uXs7R+KaqqMpoZpX2knQ0DG3Bdl/k187mo9SKM/BoAP3zXD9k7vJc/df2JRC7B/Jr5XD7rcgzDYEPvBh7c8yDbB7eTdbMYqkFbeRvzqucxZo2xoXcDPcmeQiiSikpVoIpldcs4kDzAwbGD2Jr3DuXXMUPRSgW4kze+io0w3yhzNIHieGsBC0Sh6pL3NnsLPfi9Js9JOCWmQnH411Qcqk05RLuGF07kr43gCohpKjFNLTx1/lOYVhVeDAc4qCnYmkZCVcmpSj6cKUpZ3gBos2ym2VkcRUd1NSpdixrbYbo9RIujMGpFcV0IJvYRsmKoToZWOqnr2otp1Hp30xGE3CSz6aA1tY09v9tF1XX/QMP02d59kFWFJBLJ24Curi5uuOEGBgYG0HWdf/7nf+b973//iR6WZAretHX+FUUpqfZjmiaRSIT77ruvpALQjTfeSCwW43e/+91xH9OJqhM8MJZla1eMrt6D3gqpwTAjbhQUlaUtlSXiXwhBT+9BZnfez7TYZoJWjEGnDEt4gSdhxUbRdMo0h+12N7+ohJ1Bo6RcpApEbUFS93zLilaUNAzYE2SXjoaWL6cpEJiuOaE9gKZ4IS6WyCFwMQjRElpEShxkNDdSCLsJqAHm18znU8s+RXO0mZcHX2YgPUC5Uc7cmrnMqZpDdbi6kIjblegiaSUpM8poLW8tiPe3M67r0jnWSW+ql6AWZGbFTKrD1Qgh6BzrpGusi23D28jZOaaVTeOC6RdQV1bHzuGd/NeW/2Jj30aSVhI3P3tQYZSzqG4RQ5lh9sb2Fow3BYUyvYxzWs5h1+guOhOd2MJvm7qOkopXJtYrkCTyOQd5nHxJ18JLrWi+yfu/4pUASjMdPPwyplNVKfLFv1/hqPgpVPDCifwSqlZR/+IQpeI1JQJCEBKCoOuSUzVSeeNAFxARLjNNm3MyFtPNIAoWY6pLQhGEXYf5lkmbY5CmkjApok4GHW+ZPBOdV6KnM/uGO1EUlYPbnyV9YDOYCQiUE5lxCtMXn01tUyujAz307d+OY2eobJjF9DmLUfVxn43MK5BIjgxZ5//409vbS39/PytWrKCvr49TTz2V3bt3E41GT/TQ3hG8Lev8BwIBTj31VB577LGC+Hddl8cee4zPfOYzJ3Zwxxk12U9t7zro2YdtZtEDIU6qbeVAYB4dw3phRsBf6KspKFgS7MdxY1i6TquWwHFMRoVLvx4kYATYHVD4nhaiX3cKAssXdC6Q0L1YfX+73zqV4HNw8+mrXs18P759vN3BFX7iqkBDpyFwEktqT2Few2q6k90krASNkUYumH4ByxqWoWneuWfXzD70fVFVZlS+88ouqqrKzKqZzKyaWbJdUZTC9nPbzp3Ub2HdQm5ffTsd8Q62DG5hID1Afbie5fXLC8faM7SHhzoeIpaNMb9mPh+Y+wGCwSDrutfxX1v+i+1D28m4mcK7G1JCtFa0MpodZTg3XEhdVlT/qVHQ8er+O5qN7WiTwoK8MB4NgYPNuPd+auPi0Bwqz2Bim/9k++LfT17Wi7Z7KzYrWIpCcoJB6SiQQWVX0GCfoaMrkFVC5BSlkNNQ5rgsyJlckRil0hHsCodIahoNts0puSwLUxt55Z7P4wZriMZ2UWeNYGAi0Ej1r2P37icRoSoiA5uJmoOERY6sEmJD2XxqL/wMc08+l4GxLFs6R+jc+wpOJo4WrqRtziKWtdXI1Y0lEskbTnNzM83NzQA0NTVRV1fHyMiIFP9vQt5U4j+ZTLJnz57C6/379/PSSy9RU1NDW1sbt9xyCzfeeCOnnXYaK1eu5Nvf/japVKpQ/ed4caLCfgCGeg7wylP3kR7uxlJ0bDWAbduEUjuoL+/HnnURw1mNoVSOgKYyp76cZZEs1ftHsdQsMcvlCWz+Enbo0xQUJUeZUOgyDAZVL6FTwcXAK6/orRbrlehEAaFCsQwTgO4t4VW0TWC5VqECjxflrxHRo6TtLA4mAgcFlZBazpzIWVzU/FecP7eJiohSCJeRHsvjj6qqzK6ezezqqY2qeQ3z+PuGv5+0/cyWM1nZtJKtg1t5aeAl+tP9NEYaWdG4gqV1S9nQt4E7XryDnSM7sYRVyLOoCdVw+ezLqQhU8NMt/03cHS0UZVKAKlcjis6wamHiGYoWhxb/h1r4zD/exP0O1T5VSNHESkYTzxWc8NpUFLKaUrLNn1lIqQovREJsCgVBUbAU/7MDFU4ZKzNZrk5sYMaYisDk8bDGfkOlwnG5ID3Iwv52cmqEDCFUbKJkCNgjNMe66f/dVp7a/3ccUFoI73mYxdndBMmQI0zX7nk8etJ7uPSiS6QBIJG8HRECMqNgZ0EPQbi6UCzheHL++efz1FNP8ctf/pIPfvCDhe3f/e53+drXvkZPT0/J/ps2bcJxnGOSJ3m06zsdyZpRh+Otshjs6+FNJf43btzIBRdcUHjtJ9veeOON/PSnP+W6665jcHCQL37xi/T19bFixQr+9Kc/TUoCPtZ8+tOf5tOf/nRh2vCNQrgu+zc8TOjgM9SJJGVkUIGMFqVbayE1kqCqejtnnHctpsv4tH/cBMfiOSXD9ytUdgW9lXfBEzgBV5BTHETes6/mhf94iqgXouOrIS9i3y2Uxyz+mgkRyIdg2OMlL5UAq5pW8ZmTP0MiJXiw/c/0Joeo1JqZX34WCxpbWDq9UoqTtxiaprGiaQUrmlZMavONgy0DW9jQt4GkmWRezTzOnHYmtZFaFEVhzfTruP0v32JX4mkckpShUqGVUaG3EqmYx670ixxIvUIOd0rxDn5w0PizO7EFpl78TJ2yfZzDzRp4/cf/tfG8/354kN/fNw4cvFkD7zPkJ7KPt8U0laejYUY1kxk5k7VlZcT08bUb7q4pY1kmy2dHE4SFSY/q8GIwgKMGmG9arE73ENnydaI0UUcMDbvwCW5OHaRr6x7WhXQuv/RShkeT7H7hT7iJfsrrWlhy5mXob9OQA4nkbU+iD3pehngXODnQglDZCtOWQ3nTcTutEIIXX3yR5uZm7r///hLxv2nTJk455ZSS/UdGRvjwhz/MD3/4w9d97iNZ32kir7Zm1FQ8++yzZDIZLr744sK2tWvXEolEOOuss173dbzZeNPG/L8ZeaNjBmMdL9P1wD8TzQ2g6UEsLYyKS8BNI1yFHrWB0bI5rLrm/1BZ2zgeB54aZGDdndyR7eSgoRTKH/rezJIVYzVQHfClT6Gw5gRtpRb5Ql284p1N4Sbqog2MZcdI22k0VaOtoo3r5l3HhTMuLMTfy7hkiY8XqjLK7t6XyFpxQkYl85pXsKytGsdxuG/DH+gbfI6s00GZUKhWKugiygZ2k2DIS0Z2/HKeoCk6jgY2Di6ikMQsirN7AS2/2rKaN2xzRWNScAr5AlCaD+Cj4uUM+MnE3gxZaXsw325O0T+A52lx8n8KoAtRCBVSGZ818NdEqLdtdNdlMBAo5OToAhptmxtiCa5K5ohpYZ4JG+wzQHcFp+VM2hzYp57GYON5LOn+NQ3uALpwsDSDIbWRzMkf5/TL/xrXtjm4dzux/v1oepDmOUuprp8mk40lb0ve8jH/iT5o/x/IxqG8EfQw2BlI9EOoEuZectwMgN27dzN//nzuvPNObr31VgYHB4lEvJLFy5Yt46qrriqURc/lclxyySXcfPPN3HDDDa/73KtWreL000/njjvuALxw79bWVv72b/+2sL7T4ZiYP3oourq6uOWWW6ivr2f9+vWsWrWKoaEhbr/99kPOXvzoRz/iO9/5Du3t7YXQ9Mcff/yor/FY8baM+T+RnJCwHyFId2wimutHVQ0URRC1R0C4uEJBw6VO9DOUEvzylfvZlN5Mf6ofF5cQGkP0kjBKhYXKeHnE8fPkSzBq4JsIblGdFxWVAAGyRasA6+ic0nAyf3/6rTRGG9kf34/lWjRFmmiraJuUdKsoCtXRABJJQ0WIixY3ceqsi6Y0Bq87831sO7iawcFeXCuLaoRYWtfEtZEsL/fsZFv/Bkw7RbkSYX7FYurqQ7yc3sC63ucZTg9jaV751ICiUxuuQwjBcNbb7jralOFE/kyXkzcCJi5s5u3j4TL1DEFxyNDhvClq0T4ZZXxWwDcs/H1MYCCf2OvnI4A349Br6NxZW8lLwTRbQmH6A1rBoPglUaabFlcmNnNe93pMRfBwNMCAodFgOZye7WD6pn/j2Z5tYGepHtpMlfAWL+zW6tg5693Mu/BGahpaOLh3O/GB/Wh6mKZZi6lu8AwDWZ1IInmDEcLz+GfjUDN7PMwnUAY1URjZ57XPazwuIUCbNm0iFArx8Y9/nK985Ss88sgjXHPNNWSzWXbs2MFXvvKV/DAFN910ExdeeOExEf5v5PpOra2t3Hvvvdx2221s3ryZSy+9lP/8z/885P4PPPAAn//85/nBD37AqlWrSCQSdHR0HNMxHU+k+D8CTkjYT2YUY6yLnGsTxAShkXF1HFegCYekavJMOMPvomP0dewtyHUVjZAaJMv4mrEa415/P9nRD5/A1fLlGpWShF/vWCphqqkNV3slN12FcqOB5RWXcmHbRdQGqqgJh6gJ17wx90TytuBwxmBDRYgLFgaJzaieZBycMXMGsfSFk7Zf6V7GgfgBdo/upivRhaEYzKiYwdKGpQykB/jBlh/wQt8LpEh6ayAICAmVarWMOCYmNo5j46IVViQexzcYnPEZNAFCGf8U+fj9psonmPhzXNxTK2qfynDQ8WYl/IK5LpBUVf5UUQaUrqpsAx0Bg59VlfFgmc2AESCrjjsBwq7LyrTJjQP30OwY7DHgGUMlq8Acax9z932ffQfX0R6upSKxj4iTBAQH9Wp2TDuHxlMuIznUTXaoA+wc6EFCdTOZvvAM6qa985LvJZI3hMyoF+pTPoW4VxRve7zL2y9y7H+PN2/ezLJlywgEAlx11VXcd999XHPNNbz88svYtl0I+3n22We55557WLZsGb/97W8B+PnPf87SpUtf03mP1fpOR0J3dzef+9znqK6u5pRTTmF0dJTrr7+e22+/nZaWlkn779q1ixkzZnDJJZdQVVUFwOLFi4/pmI4nUvy/WbGzRAMKOQUcO8uzAZ2dkRQWDi029Bkqz4cFvbqWD9TxvhBcXNJuOn8QT6D4P/w+KhNli1++c9wvqqIzPTyX+aGrqA5WgaIwrbyGadHpmI5g/3CKkbTF6vn1MnZfckw5lHFwqO2qqjKrehazqmdNaquN1PLN1d9kf2w/G3o3MJwdIuKEmR+ZSUt1K6+k9/CLXXezd3QvWTfjJSq7EFQ0AkoAdAPTNclZ2bz4F0Uha96Kx355UP/fSeNm3OPvIya0FzPxGMUrZPgzE8W5Bn6VIv/8OWBE0xjRtEJ/A+8zn1ZVnomG6DIUdLzE/0xRXkKDafHe1BYuGlPoUesYDKqoZJnudNDQ1YF14GEy9avQp5+CEA5OZoz0gY3sHe2Fs66ibtqMwsxALpsmK3QCZXWEAroM95NIXit21ovx18NTt+thcAa8/Y4DmzdvLgj8q6++mquvvppcLsfmzZupr68vhMWcc845uO7hVm8Z5+677+YTn/hE4fUjjzzCuedOrlL3RtHR0cHHP/5xLr74YlavXs33vvc91q5dS0dHx5Ti/+abb+aee+6hpqaGSCTC1q1bmTVr8m/QmxUp/o+ANyLsRwjBaGaUjrEOck6OZi1Mq66xLupwVxB6Ak5eZoy/ZcUL6WroKCg4OIgpPJLFBoBvKviFfFyHvPffO2CACAsqT+Gc+uvpHqihUguysLmi8MNt6DAzEKVjOMW27jEuKA/KH3XJmxZVVZlTM4c5NXMmtc1kPu+adSnr+9bTEdtPPDFKrVZJU0UTTbVtvDj4Ek/3PM3OwVcYNUdxHG+dgpAABRVFD2A5JhYOWSaWIvWM7+JZNz9XQDB55sBnclhS6f+7E14XzxxMFdbk5yLo5PMRFNgTDBZGOL7uAvQEDP5br2BtxEKoOZKKgqkqBNwIDbbNaZlRVsSexLFGGNMB26batqju3czukf3Ez7iexMAB4v37icfiBNLd2OiM1Syj/rRrWT6rnvqyALGhPkYHDqIoUFU/naq6Ji+kSOYHSSST0UNecq+d8UJ9JmJnvHb9+DjiNm/eXEjyXb16NYZh8Oijj06Z7HukXHHFFaxatarweiqBXVdXh6Zp9Pf3l2zv7++nqenY5jecffbZk7YVJ/8WY1kW119/PWeddRY//vGPqaysZObMmcd0PMcbKf6PgOMd9tOf7OfXO37N091PM5IbQVM0qkJV1GYSbC2zGVPGK+3D+I+746+w6ygIzRf0ar7YpluI75lY3cTJH8NA5cwshDmT9Mw5WEqCOmMa8ytPpSHcys7+JJCjrXbyKsKKotBQHqI7liaWtmRMv+Qti67rnD39bM6ePvnLf17dfC6ddSkDqQF6Ej0cHOoglxql3qinrLqWjWNbWX/wWbrGOjHzoUEqXmKuq/jrF0DOj9cB0CCAhu14ZXVtShbMnlL8FyfrH27WYGLf4rx93wDITdjmGwACzzjIqAr7ggGirosuvNyEMV1hSA+wK2jwO9elwdlKiDICiolqZAkEbGaM7WHFH/5AhTKLuFpOvbmLZhGj1jJxE49wsOtnPN10JfW1tQR6NxJOdqK7OUb0Ssy286g57Wq67SoGB3txcmkUJ0NFWSXzWxuY0zZd5hVI3rmEq72qPsPtXox/8e+xEF7Sb+1cb79jzL59+4jFYgWRr+s6V1xxBffffz9bt25lzZo1r+m45eXllJeXH3afE7W+06uV+XzwwQfZs2cPa9euPW5jON5I8X+CWde9jm9u+ibto+2FUpkKCgOZAS+OvygpsHh1Ugpb8aqcFPz9AlHw67tMiPAviAMDjQVZuCoTYnPV2SjGmcypjxYWC+sczRAJ6tQDYWPqxyRkeOsL5Owjm+aTSN5qKIpCdbia6nA18+vmw4RZ3Qvcd9O54Dp2HHiJPXvWE0/uQ7Ncqo0KRqPlrHf30JXpwswb4yoqUYIsopaIFuRpZy82DjnGP9+lZUqdKQ13n4ly+HCzBodqVw+xX0ZVC6sp+98ilqIQ0zQyqqDGSTCmq6RUA4HB08BvBDRZB1iVtWnUHO43giSVEG22zfsSXVzU/V2G+xpQUQgzRsgxUXOQ3b2FfbsfITf9QuYEbfTh3aiZYZIiyK7wTPrnncn8k8/zwork7IDknYaieOU8UwNecu+kaj9VXvtxSvYNBAIsWbKksO2aa67hhhtuIJ1O84//+I/H/JzFHMn6TnfccQcPPvggjz32GPDqa0a9XkzTpLe3l5///Oece+65JJNJnn32WT72sY+h628NWf3WGOXblB1DO/j/Nv9/7BndgxfUo+Rr7ovxejt5DV8c9+t5ASfWOXdR8tvGf+AVAkLgouEqvpfPodLRODejc2EqiqHUEq2fybSGKPGMVbJY2PTqMOv3D5O1HKLByY9K1nIIaCpBXXrkJO9MildbFkuvKKmCU1FdTywXZ1P7s2ze8wRjyT6qMJijNTOzcTlti8/il/vu5dd77yHpZAtGvQZUalGEbhCzY+Qc8vMHbmEt7fFZPcdfkg84evE/ccahuN0p2sf/9Pu5Daai0FP0I+cfw1SgM2AwoGsIFHL5fIJngfsro6zI5Pi70QEqbIX/CRvsCYSpEA7npbMsM19m5OBBxvQ6wnaCIFlaMMmZr9C7aSu7h/cyctaH6ExH6W9fD+kRiNTQOHcVy2bWytwjydub8iavnGehzv+AF+pTO/e41vnfvHkzS5YsIRAYn92/5JJLcBwH0zRfc9jPkXIk6zsNDQ2xd+/ewutXWzPq9XL99dfz4osv8g//8A/09/dTU1PDRRddVJLD8GZH1vk/Aopj/nfv3n1M6gS7rsvtG2/nt+2/JWEnADBUAwUFgcB0TW9Hx/uPjlfJx3sl8pHE4yia9zM+XuNHoBJkZbqOpTkYVpLktADNTpA5ToQ61yUrQuy1ayk78+O8/7xlxDN2iTcN4Imdg+wdTDCzNlriXRNC0DGcYk59ORcsqJeeN4nkMByuPGYum+Werb9kx8DLhLUI75n1XlqaZ7O2+zHu23kfnWOdWHnTQEOjKdrEsrpl/KXzSTJ2BgWn4BywJ5QoVYEQ47kCWUoFfojSmP/ikCDwEoV9iW8ynjtUnK0QyB/Tr4ZU3DbV+iIVjufqSGnjTgMdmJfN8anRMWaZGr2Gxm5D0GNolNsOp+Ysmpwy9gRPJohFg92D4eZAuMSUavY3XMiZ77+V5rqKV73fkncmb/k6/z4naIVfyZufo3nGpPg/Co7ll8eB+AG+vO7LbB/aTsbJoCs6qjL+42S5luf9z/+SFnvfSkN/yLv9ShMIFUI0cgarUy2sFL2kcxYRJ0ZQcRGKTlytIGsJdqgnccn7PsxZc+unHOfAWJYndw0Sz5g0lIcKYUEDiSyVkQCr58lqPxLJ8cAvAtA+0s6GgQ24wmV+9Xwuar0IwzC4Z+c9/PilH9Gf68PNf/Q1oMoxUAIaMcevUOQUggDdohlDBadE3Nt4At/HXx+kWPxPLGeqMF6G1F+crDhMSWc8n8Blcopz8boHClDpuDTaFl2BAJn8KskKEBAwP5fjr0dTzLaivByIENNS9Gg2YeEy07ZpyLURuuALTJtzMvtf+CPO/r+g22msUD2huRfStvw8WY70HczbRvxLJIdALvL1FiBpJTEds+Dpn4iKUvhBB0oq+JSs0Mv4jADoKBhEaWJe8HLmlp9FTutjIPE8ddE0A04jadNFEYKISBM3yhD1K1jQfOgvwoaKEKvn17Ote4zuWLokLGhJS4UU/hLJcUJRFGoiNayKrGLV9FWT2q9bcB1Xz7matZ3/w8vdm7EyKZZE5rN8xkqyIcEPtvyA9d3rSJPFzq+KHNJUpuvNjJFhKDeCVZSk7K1KPD5zUOxL9MX7RP/ixEpEh/MkTcwM8g0D72zeX0xTiWnBScc3FdgWCvLlGo16Ad0Bm4QaKhzTEIJmK8ZlG77A6iciKPog60MKCUNlTtrmjPVPsmf32fD+f6OqppHtz/+R3GgvwepmFp9xGXr+h1LOGEgkkncCUvyfIMqMMsqNcgzNQHEUHOGgKEp+qS0o/Vl1EPkFiJSiBMCgcDjVrWO+OodByyatVeBoJ1NbuZLm6ggRXUOpnsO2dpc5djvTjCFqA4Kco9GjzKIzOJeVi+a/aqWehooQF5QHZZKdRPImwzAM1sy5jDVzLpvU9q0Lv83+0f2s61vHgeH91GiVnNG4imUzT2VD/wvc8eJ3eWX4FWxnfAGziAuaamBqOpZj4+JgMlnkT+T1FkGe6pj+t5KLXx4VBoM6Q5SucwBeInJ3QOfn1YI/liXpDVRiKeP7VNkOHxh7Cv1nN6PkhtgbHmFUE9Q4Cu6TX8Y65dPMPu1SDu54Xi5gJpFI3vZI8X+CaC1vZVHdIvaP7SdlpbCEhSMcNDRc4RcA9PxwAaFhKn6lD88zV+04vDvlcEZwBnXNp5NKxsmMDTNg9bPbGOClRBXzm8p516JGTGcOu/oa6LTjGOSwCJLVK5nfVM7ZJ9UdkYg/3KqsEonkzYeqqsypncOc2snrG5zZciYrm1bydNfTPNa1lp7hA0QJMbNiBvUNbWwffoXnup4hbsYLGUYBF1A0HMVzQkwM5ZmqVGlxWM/hkpEnzgoUlzMoDhsqPr7B+GyDv35CSlVIBQOFfv7+o7rGT6uj7EjuorM6yIAexlZ8wyDDu9v/DWfXH6FpOdmKGhw1gtO/B7rWs+uVPxM//2ZmL1kpZwEkEsnbAin+j4DjsciXqqpcMuMSdo/uJmWlSFpJHOEUlfsEQ4WFObhZNJFQBC+SJgcstkzOSKap1sJklT6GDzyLZguCrsocrQcHg2ztpQgB23sSnDmnlpl1UfYMlJE2HSIBjZMayljaUinDdiSSdyiaprF65mrOn3E+8VycnJMjqAWpDFYihOClgZe4f+uv2dTzHElrDIFAFwoBYeCoKiNk8b+xDEAVkJvgR5jooS+mOBl4qrapjjOxr///42FL49uKKyA5QE5ReKo86uUyuN46DA7Qb+j8d7XO5sw2FmZVdMtAib1Cr5ElF7RptRzOfehpejZewcJ3/y1VNY1se+5hMv270SPVzDr13dRO88oHypAhiUTyVkAm/B4FxyNhaOfwTn6969es71nPcHYYy7VQFZUqvZwz3BCXDSeY4YZRQhWoqg5WmmCyE1Sdct1FGGFe0ebTnQsR1VwqnFGCusbBRZ9AbVxYqMizen7dpGo+MmxHIpEcDiEEI+lhtnZu5ODgfqr0Mha2nEJVXSP/+eS3eKz7j4xpuYIXXRegOxrpgltpvBLRxJWJdcbFf0kBA0rzAcAT9sX9/XVPfFxKxX9xgQRvFEWlS/0s4vF/CmFPMy2XGsthZ0gjVSTcA0KwOOtwVaqZeZkROoIJdusCFYX5pk40cgbBWWfhpuO4Y72Ai1ozi9lnXElD6+SZF8kbj0z4lbzdkdV+jhPH68vDdV0OxA/QHmtnKDtEXaiOuaF6Zuz5C9nOTSTSGaxsGlwbFYeomyRk6ATdNGa0hXZlJkIPoWoqqnCpTu1lcPql9M28kpTpMJa1eO+yaTJsRyKRHFMODsT41XO/YG/8BVRXpS16BifPu4znB3/CIz2/J+WMFw/VgLAWIO2YeSHvlIQFMaFMaXHMf7Gw9/f091by7cXzskdjPPiVigQQFIJc0YrqfpUk315osm1UVzAYMApjMgTMzJm8LxGgVdTTJ+J0GWl0XBqcMuYvu5XT1vyVd65DJBTLROPjjxT/krc7UvwfJ97QLw8hYPejsOMPCNchq1fgug6qsAmNtqMkukELka6eyy6rnopQAEVRUJ0shhkjVTGH3lnXkjWqOBhL856l02iqlF84Eonk2HKoFXeL1y+IaBEum/VeWqbN5o7132Zt91pSwiwoclWDar2G8lAFXclOHMfLJijNIyg1DgzGxblNaWiQnw/gYx1lu1/m1N9nqpmFgABHGT93yBWEhCCjqoVk44ALLZbN+YGV3LDm32h//s883fMbhtxRypQIp9VcytzF55Ea7iE72IGbHEKYYxCqpmbBBcxfeRHqW2TF0Dc7UvxL3u5I8X+ceMO/PBJ9sPV+xMEXyLkaKaMKXCgffQlj7CBK3XwyNfNpH3UJqTZBHALWKOnIdOxgNQOtaxjR6qTnXyKRvGkQQjCYGOAPOx6iPb6LylAVl8xZQ0tFCxsGNnD/zt+xdehlrKJZAwOo1KpwFY2UPUouHyg0VZKxv79atH2q9QuKxX9xO7x6WFFYgFDGjz9xcTQ93+6XRy13XE7KGHSEbeKaUpiFCLuC01NwmbIM3TaxM3voNpKgCBodlRptMZVnfYLFZ14mZwJeJ1L8S97uyDr/bxfKmxia+V72DSq4BzZg5HYDAk2rpEW3KNejhLBosPqwk0NElRyuHsYyynGNCI4aYCCRZU59eWHFXolEIjmRKIpCQ0UjH11186S2y8su59xp57K97wCP7dtIZ2w3QWEwM7yUk9vOww6187vdv+CloU2kHKuw/okuNMpcBQtBSnOw8ET+q609wBG0T7WPH6o0MdGY/DaU0sXP4prKpjIvs8A3LPzqRE+Vw4HcZqKGQmeFRlYNI4SXZ9Bs7+Rdz93K2P6XmHfhDdQ0tNC9/xUyyRjhsipaZi0qzAy4tn3INolEIilGfjMcAcej2s+RMDCW5fd7HTYnVlFRvYAZwSRCQKdZxvzE85w99jJtmZ1U21lG1CDDWgNquJpoqg/T1Tg4FKOyZjpLWipkcq/khGNZFsm1a8nu2IGwbYJLlhBZsIDgzJmoqorjOGS3biOzcwfmgQNo1dWEFi4kcsYZkEiQ3r2b3JYtOOkMgcZGQiuWE2xsQqmswDrQSaZ9N1ZHBwQCBNraiKxYgVFTgxCC7P79pNetwx4dRa+rI7R8OcGmJvTqahzHIf3885gHDiByObSmZgL1dQRmzwbAGRrCjsexE0nceAxFUTBaWgiddBJqZSVWZydmTw/20DBOPIYaChGcN4/QkiW48TjZPXvI7d6NSCTRGhsJr1hOaNYs1Lwn1zRNxh56CGvHDtTKSqJr1hCZMwdFUbBGRkjvbif3wgZc2ya0cCFlF1+MYRiFe5pYu5bcjp0omkr4jDOInDQXvabau+59+0k//zxWTzf6tGlEzjiD8OzZhXO/2VAUhepwNefMqubsmcunCCeaxrtmn8O2oa28cuBltvVsJOAqnNSwmGtP/TBPtD/Kf7z47ww6SdzxFF8CKJRpZcSdZKGimsa4OPdfTyxbCpPLkCp4lYKKcwamvBbG8wYOlY9g44Uc7Q8a6AIUBTQBlgJpRWFfwOCuGsG5Q/dw0e97KLOy7MvspFtPkVF06kKtnLz8fzEt3MTAhgeIDL5MyIkzpuh0Viyg4byPcdLys2U+gUQiKUGG/RwFb+S0oRCCx3cO8Oj2flzXoaki7P0y5NsywwdZPfRLFgb6qWueTdqB0WSWbCZJVi3HCVUjWk5h2mlX0FAZPq5jlbz1cF0Xq7MTN5lELSvDaPNKFaba95D87W9x4nGCC+ZTcd11BIPeiquO45DesoX0iy/h9PaiNzcROeUUwkuXomkatm2TePZZsuvX4+ZMQkuXUnbO2QRqaxn51a8Zuusu3N5esPNyS1GgpobKiy4kuGAhyccfI/3Sy5BOg5uXXIEASlUViqbhjoxALh9goaoQjRCYNRs1GCR34AAiFhs/diCAPm0a0VWrMLu7ybz8MiST3nEVBSIRwkuXEpg5k8zLL2F2HYRMptCulJej19SgRqO46TTW0JA3LiFAVVGjUbSGBrSKCpxYDKuvb7xd0yAaRauuQhFg9/eXjFutqiR65lnUfuQjJJ5+mpH//m/E6Oj4NQeDBBcvJnLyySSffBKrs3P8ujQNtbmJuo98FIDhu+7C6esbbzcMjLY2ys47j+yedjIvvgSplHdsVYVolOgZq6j/5KcIzJ9HZstWMi+9hDMygj5jBpGTVxCaNQsA64Bn1JiDg+DYKKqK0dJCYPZsVEXFGR7CsR2y+/dh7d2LagQIr1pFZPkyNK04aOaNpS/Ry8Nbf8uTBx8j42RoLmvhfQvfz/TqVm5/6qtsGnkRSxmX4xoQcjV0BeLKuGHgGwDFeQV+m19NyK9UNFHcg+f5By+kaNwM8RKZ/ZAkh9KQo9CEcCI/2TjqCE7OOHQGVHoMFVMZn3mocuDkjM4ViRRZzaRDVRCKYIblUCaiZGrOQ69qI5eOEYzto9xRcZqXc/pVf0+grAzwEpFjQ32MDhxEUaCqfjpVdU1vKyNBhv1I3u7ImP/jxBv55TGaMvnNxi7aB5JUhw2CRumPqZIZYUH3/bTpI8wPxQhYCQRgGuVYVSeh1MwhEtRQllwNkZrjOlbJG4MQAnt0lGxvH5n163FioxjTplF20UUE6+oQQmAeOECm6yC5rVsRuSxGUzNlF19MsL4OAHN4mPgfHib5+OO4Y2MQDmM0NGBUVpDeshVrz55ScV5WRvX11xNdtYqhH/yA7LZtkM16IhcgHCa8bBmhZctIrF2L3dVV2r+6mtD8+WS3boV0ClxRMGILxwiFPGFqWd4feK/diT7X/HYhxvv65/HRtPE2RRk/hr+Ponjtvhj2X/v/gtfmi3h/H8cZ388XtrbtvVbV8Wv293fd0nMXb1cUCIXQampwfGNI07w/1y09lj8mXR8ft/9aVcE0x4/vj2ni/VMVL6PWH5OuY8yYAYEA1oEDntGTvzalqorwkiVoVVXk2tsxu7tLjBolHEarqkKvrcXNZDA7O8eNJlWFYJDAvHnUfuQjBBYvIvnEE1gHOtHKyym77DIiJ3kzGrmhIZL/s5bc7t0oZWVEL1hN2YoV3gxQLIYwTZRAAK2q6jXNWgohJq1doCgKg+lBnu54ip9t/gEDuT4EgqALlcJgut5ITDPZ7vQWYvX92YFica8ynlMApeIexkuY+kZAjvHZAxUIUlritDhsKMD4bAF+P4FXSlV4Mw6+6PdDjhS8ECFVgK0qhQRkFaiwbFpchUo3ygwzTr/mrRA/P2txWdqgZ+aHmP+uT7Bv/R9w9z1FWaYLVdik9WqstvM56fwPUj991tsipEiK/+NPV1cXN9xwAwMDA+i6zj//8z/z/ve//0QP6x2DFP/HiTfyy6MvnuVXGzrpiaepLwuhTvgBjGT7md31AI1agvlVLuFIBVlX4Dguup0mWFaNUlYHp9wIFdOO61glR44QwgvlaG8nt2EDru0QWrigJJTDdV1Se/aQeuQR3ESS4IIFhM88A3PjRkZ/cy/ZV17xPMl5LzSVlURPPx29soLkuudxeno8sQqgqihVlZSddz56bS2xhx9G9PeXisqyMk/gmWahT34g46/Lyz0P8lTislg4+6+LhXfxdlX1zukf37Im75O/DzjO+HX46Pr4+ewJ0daaBvlZCkyztF3TwDBQNA0hhHf/io+tad6xdd3rO9W4AoFxA8C2x40E/374X7YTjw0QiaAoCqK4X5E3n2CwIHLFxPOHQih5g0PYttfPP35+3IqmgaIgHMczzorHHYmMx75ns6Xj9t8TVfWO6bqesWAExg2yicaWqnrntazSZ8Q/hoLXX4jxZwogGCS0aBFaQwOpdetgbGy8zTAwZs2i4t3vRquqxBwewTp4EJFKYcxoo+yii4guX46maTiOQ27bdjIHOjB374ZwhNCc2ZRddFHhM3Q4hBDEsjH6Ej1s37cBN2fSWjWD0xdeiKpp3Pazq3nK3kdSH38PA0KjRoRJigwZzSmU/vTLjBajMR7a41KaDKwxLvAPJf61onaX/G0s+vrXGa9W5B9/YqUiv82rQuQSdF1Sup5fJX48CfnKsTTvyswk6MaIq3E2Bl1GVY0222ZlTiERXASLryXXuwNneCuKO4auqIjIfBrO+xhzTz73dc0a+JWisqaNmRwipNgEQ5HjEpokxf/xp7e3l/7+flasWEFfXx+nnnoqu3fvJhqNnuihvSOQCb9vA4K6SiSgIYSCZbuTPP8ZV6fMHiGqmmT1ZsaG+rDTcXBtUDTCw12E62cS0YIn6ArevjiOQ3bbNjI7duCOjaHW1hJqayM4ew56TTXgedhTzz1Hbtcu1LIywqtWEZw2jeT//A8jv74Hu7PTE0+KArqG1tRE7Uc+SmTFCvr//d/JvPRSaYhLMIhaVoY7OuoJLF+AuS6MjpJ69FFPnPrissi7LkZjJB56aLKH2rsYiMVKL7BYQOVy3vHi8fF+xQLcNEuFoe/B9sX/RBFdHA5S7Hkvbve3TeWX8D3yU+Xf+PXZFQUxUTj4or243T+Gf69UFUUIT0hNHFde3CqKgvAFcTG+l/5QXmrX9TznmuYdv9gw0fVx7/ZU1110TEXTPIFf3Ozfxwn7Fq4p75VXAGEYpcaBpnmhVb7hkMt5szO53Pgz5v/rv9fFsxPgPXe+EaBpXlsuV3qOvMGVffHF0vH5z7BlYe3ezXBvL8FZs8h1dIyHaQHxX9xNcOFCyi64gOyWLaQ3bUKMjZWEh+ktLdTccAPV119Has8eEr/9LU4sRnDBAiqLwtcsy8L94+NU7d3H2ZpK6LTTCVe0ouo6qqpy67u/w3uf+BXPjT7NQd0kEi5nZWA5zZbDC6KHh+2tDCpp7PzSYCoqIQdcFbKKU1gwzCtWWspUicOvxsRZh4mViiYeQ8/v4+cTZFWVbP7z4IcrucCYpvLL6jJG1Q4GdIMt4Qg5VSnMelQ4Lhcmd3HRy1+nXw+yJ2hz0BBYCGZYvZz5x+cZ2nkjariCsa5nyWR7UF2LsFZFuPkc5p5/PfXTvRCyqWYOhtI22w7G6d2zCaPzOWqSO9CFA2VNVM47l9al51A3bcYR3CHJm4Xm5maam5sBaGpqoq6ujpGRESn+34RIz/9R8GaK+U+O9HHp4F20BhIorgV2FiVYjqrpuLaNkerGDZRjvOc/qJ2z4riO9a2In2SZ27kLrbzMC0nIJ1naI6Nk9+4h19mFOzKMWlFBaMECwkuXkl73PCM/+xmZrVsRyWTe06mgRKME584les452AMDJB57zItR94W4YaBUVnrCMR4fF7G+SBYuhMKoFRW4AwPeNsPw2s0JhQgDAZS8QBd+qMxEAe2HiUzlPTeM0jCRie2BwLiInNhe3BdKvb/gnbdY4OcmFEEsPvbh+vue8YmzB/61Oc5kz7+ue/dZVT0PefG58waU702c5F3PtxfG5If5FLcHAp74Ns1xL3nxuAKB8WueOO5gECU/4yFsu/S6i95PXNd7T4uvragvgMhmS2d2QqHx74aJnn9d947tX/fE+1L8LLluaUiXooz3B4Q/25QfZ+G+FD9rfohU0fkLhpFtl95Tf1xCTH6Gi+/7xPeh2IApbs/PvqjV1bjFeRAA5eVUX389alkZo3ffjTs8XHIPteZmKi65mIorriDQ3Ezf3l0MPfAr3K79uAEDd+lsAotPYfris8hmszz3y68y2LuFkYjNyPQggWgD/YbCfrOLuGYXBLsuvJj8iKNxMOiF3PjVfnzPv48fKuS/0y7jBkRx2JCfMwCewJ9YpjTIeEjQxPUP/FkDv69fFck/n5/P4J/XEII2y6ueNGDo5IpWRo66LuckTZrcCjoNl37dJodLULjMy7kssKdxyoVfQTcMejfcx9DoFnqUYWwhqFIbCdRdTbnVQ1PvA7jqCF2qAAXqLJjulNFXfQZzr/lywYB4vbxdPP+HCmk73px//vk89dRT/PKXv+SDH/xgYft3v/tdvva1r9HT01Oy/6ZNm7jxxhvZtm3b6zrvU089xTe+8Q02bdpEb28vDz74IFdeeeUR9V29ejVPPvnk6zr/Wwnp+X8boCgKS1sq6RhKsbkzRtdomrqyIAIYTpmUWVkClQ1o6RG07DCirAk0A0XYBEQaJ9qAaZoM73qemlnL3laJWz6u65Lb30H6xc1YBzpRq6uJnHwy4WVLURSFzN59pB5/HHt0hMCMGV7se10dg//1w9IkS0Vh9Cd3FZIsMy++SK69HZFKeSdSVZSyMvSWFtx4HGd4eFys5D2XIpUi+8orZPfs8UJofCHkC6NcDjEwMD74cHhciPqhHOk0bjrttfuhHkJ4oqxYyBS/l1O9r7749kM6Jor74h+KqX40ij3YE9uP9kdmogc97wEvOdexZGI+wZH2KZ4VmOoa/X0mhjcVC+UJxzrsuA71HkzVt/g9nji7UJyzMFX/ifdhqhkLn4kGiz8LMVUI10T8806138T7NrHPofbxjbHi8KFiY9Y3Hlx33FhLpXD9z63//LsuJBKM/vCH4zMNE8bsdHcT+91DZLduQ6gq2W3bCGYy42N5YQ+hkwdxz0pgPfM0yzu7cFMajuNiRSBxSgRr+VyMyksY6O9kYMvTkMuQrQpiz5tNw4xlbOp5mhe0g2RUT7B7sfoQdTRQNRKqWViJuBCmhWdAOMr49mIm3lWlaB8xoV0t2q4U7e+/Y77R4G9TAUtR2BvQS5Kf/epFCVXlzxUhKu00KCppVcFUVAQqr4Sg0hlg5bOf5CS7gq1GileqbJKqkl9J+QCzkt9ggSk4WKWwO1ROWlUQwltleY5pceXYY2h3D8P/uoP6lmNjALzVGUwP8srIK/Qme7FcC0M1aC5rZlHNIuoj9cftvEIIXnzxRZqbm7n//vtLxP+mTZs45ZRTSvYfGRnhwx/+MD/84Q9f97lTqRTLly/nox/9KFdfffWr7v/ss8+SyWS4+OKLC9vWrl1LJBLhrLPOet3jebsgxf+bmD2P3k9w6xZOrZ/Nvuln0RPLgAIt+56mZqyDp7v3oSmCa85rJuDmUNwsL3eo2GqEbftMwGDm8GZaVg5QVddUOO4PP/Mxxgb7AdAMg2nzFvKBL34VgOfuvZvNf3yIXDoNCBRV5cxrP8iZ13yQdff/CuG6KKrKuvt+hRCCQChM4+yTCv0B7vjIdeTS3g9wRV0DN9/5k6Jzf5SxwXERXFHfwAeu+wjZl15i68H97BnpJzXmhZhoms4N19yA3T+AVlbG/2xZT3/vQZwiIRy2bC7Y2VVIOPzVojZs1ROXuuvwru0HCrHxf/jVXQyHAoAgXB/lgljMExiuy+6qCHvsGLzwhHfclmouaE+DotBeV8HBqjIyWgaqDahpJmzZTI+nmRvzxPoTbXVkDa0gHHXH5V37+j0vtOvSXltOe6MXEqQIwZq9/eNvtKbxfGsdo+EAQlHQHZdLOwa9NiHYXV/Jwcoo2YD3cZ07NMa8uCdM2mvK2F/dhK16olN3XN7VPu6Beb6tnnRAx9Q0XFUhbFreuEeSXv+GKoZDBiNlXkWok/pHmTeaGh+bEPxxmVfyMmTaRCybMw4Ojx9/VhPxUABH8zywc4fGCscGaG+spr2+ChTvnlRkzfH+ruv1DwcRilIY3wX78vdGUXh8QRvZgI4iBEHb4cL2noJ4e3xBG6auoSCoTOc448BAfsiC9tpyhOvSUVeJoyhUZ3LUZi3mxdJezL/r8ufFM7FVlbBl0xJPMW8kich72B+f30pO16hOZzljX28hWVYIQXt9JcPhADWpLPP6RgrXcljDyDf0/BmD4n1tG6FpnvduKuOhSBSLiTMSeB77Qt+JAtp1EX7ID0ydyzBhjCVtE42LQ3EoY6u43xRjKzEEiyneXizii9v98RbPLBT38WdiJhoP/vEmhKeJWIzMjh2e8T7x+k2T7Pr1ZDdt8owOTQPTQrNttIxJ6LEdKDvjqK6gfnCQxflZK1fLoW7uoeqKlfzVTb9gW+fLPHXXPxEdSmAZGqOLm6hYcCqBxmn85ZU/kBjuxsYlFoVMGKKuRp2t0G84ZPxIPcZF/uHE/6HeseJ2UfT/alGbSumxBd6MgZ/MrOHlGjjAiK4Xyp4WzyLENZXnQoINSoyUpuKgjC+6pqi8HA6wPSgwFHAVT/g7KmRR2BwOsjto8J7EKwz/8ZusfM/fv+NDgAbTgzzT/Qxj5hj14XqCWpCck6Mj3sFIZoRzWs45bgZAe3s7iUSCr3/969x6662k02kikQgAmzdv5qqrrirsm8vluPLKK/nCF75wTMT2mjVrWLNmzRHv39bWxi233MIDDzxAIpHgU5/6FENDQ9x+++2H7fejH/2I73znO7S3txMIBDj11FN5/PHHX+/w37TIsJ+j4I2eNlx3/6947jd3A3DyldfTsvoKQGHT9/+N3p3jU2mRiMFll8zglZ1DvLIrhmGoWNb4D+Xyd7+Hiz/ySaBU+BfTungZH/jiV0uE+8T2ru1bCv8eqv9v/vUfJrUvnz2fReV1PNG9h76hyecOmxbTR5OeOParhuSpSWY4Y38fz89qKgjUSf1zFhfs7eX5tvpJ+8wdiDF3aGzKtpp0jjN7RkEIHp7TOEn8hE2b1kSG3bXlU54XYN5wgq7yMJnAZDs6bFpc2DnM7qoI7XWlz0tNKsuZvTEAHm+rm9Rftx3PABCCdc1Vk8Y+bzgBMOXYdNvhXXt6eb61jpFoaNI9BZg76BlY7fWVpZ1dl8t2jxsPf5w3bVLfmlSWM7qGxo8/gbmDceYOJ2ivKaO9oWpSe00iPf6elkcmtYdzJhfs7ub5mY2l7UJ472f/KE/Mn04mGCiMGVX1rnvXQdrrKrxnaQrROncgxtyBGH9eMB27KJRGdVzmDMWZOxjnibktZIJGyXlDls2Fuw6WPIeK6yIUBdUVzBn0jouq8vzMRuLhAALfoLG5oL27IDTbG6oYLo8QCwVQhcu7tnVMqvbz+II2LE1l9lDcO25RtZ/2hiqGy8LUZEzm9Q6Pi1koTSIuhLUo49V+HIfdjdWMREPUpnPMHU54oVL5mP/2yjDD0TA1qQzzBuPjArk45t+/5z6BwLjnfWLOgu+992evitv8ELCpQryKw8emCl/zw798JoaBTWwvDrPyk8qLZ2OmCp0rzkkpNi785GY/PG3izFxxf3/MkQjBmTPJdXd7YX+u63nXDYPgkiWUnXsu6d6DDO7dxkjfAUyRY6haY9fCCPbsNszyKC/GN5MUNgsOwKwBb2g7m6CnHpIR77r8KkR+2E+xqVdcpcivIuSH8RRXISrcsgn9Q5TOHhRXOfINAj8R2cn3LZ7FKE6ELq6ABN4MiH9yf8bCBaocl0tT5Zy18K85/5KPva4Z7Ldy2I8Qgqe6n6Ij3kFbeVtJmI8Qgs5EJzMrZ3Jey3nHJQToV7/6FR/96EeJx+PMmDGDO+64g2uuuYZsNkt5eTn33Xcf73vf+xBC8KEPfYj58+fzL//yL8d8HIqiHHHYz2233cbXv/51brvtNr761a8edt8HHniAj3/84/zgBz9g1apVJBIJOjo6eM973nOMRv7GIKv9HGOKF/navXv3G/rlUWwALLviOnRVYfNvf11oN3SwbAqC3/83EtZxVZ1syouNPesDf8W2J9YWhP/E1+DNAjhFnsFgJFpiCEQDIVLmeDxxRX1jSX9D07GcibUvPMI5c1ys5VEdF1dTD/naR7cdbH3cE1iTMcF1S4TnofqCJ+JLxHWRGK5N5xgJGZMTRA/FFEL6cEwc+8Rzp3VtSsPB7zs7nj6s8XEoFN/jm//3aFAdl3e/coA/Lp5xyGuddF0TqElmDmmsef3tEvF9NO2Hbzv8uOBVnpWcNS78XeEJ5ymOrbou7kSDqn+U4Whoyuv2jdj2xupJBlFt1mJV+8GCOH3+pJaSZ3vuQIy5+RmG9qaaQv+TFyxj+nMbj7rO//45rewQXtz/3L4R5g6NgaqWzE7NHYozdyR15NV+pqrwVFy56Whj/ovF/8TqSDBZ3E/MTZmYezIxMb049+RQ4t8//lTGh//D6gv8ifklfuUoPyRpYn6J3+ZfU0UFgeZmzKEhSCTAMnEEEDAwFi+k8boP8eSGewk9vYnaUQg4eGtIqDBQBU8sh/VzYdowzBgExYWuGhiqhlg5JMOgKgrevGfesy8gm78FxVWIfIrFv8J4WBB4wtykVMAHKV34bGIlI7/db/MrD8F4knLx8YWXAsCinMHZ0ZV84LJ/pbq+mdfKW1n8x7Ix/tTxJyoCFUSMyQ6TtJVmzBzj3TPfTVWo6hiNeJxbb72Vp556ivXr1/OpT32K0dFRfvWrX7F+/XrOOOMMOjs7aW1t5ZlnnuG8885j2bJlhb4///nPWbp06TEZx5GI/+7ubj73uc9RXV3Nhg0bWLlyJaOjo9x+++20tLRM2edrX/sav/nNb3jiiSeoqqo6JmM9EUjxf5w4EV8eA2NZ1v7yF/Q+8duS7cvfdx3RgMZz9/5yUp9w2ODcay8mFRtk05M7ySaSJe1nfeCvOPMaL2ZvYhiOT0V9A2ODA1NOLQMsCpazfM5C/vzy8wwbk4VUTcYrtTiVZ3du/yhomucNn8I7G86ZhM2p+9YkM14YhhA8P2falEIrnPOm+CcaG5D3Ou/r5ZGlsyaJ4ppEmtpklvbmmimuOO+R3tnFnxfPOKT4nNubF2lTHMMXrYcS5OGcyfSR5GHPP9U1+W0oCplAqce6+N4eiTCeqm9jeRWti5aycf3Th9z9cIZfY3kVmYDO2PDQlO0V9Q1UNjRNOaPk44dPHWsmGrCF8ykqQkx9vrJoGclUcsq2w1EWCpPMjseRa7pBtLqGscF+muqbubCxjce6dtMfH0XTDbSAgZkPQVnWNgfhumw9uB/wDPP6mbO5+h/+ddIKv4/8/l4GD3bSOHsO7/3Qx0tW+N2RjvPyur9g53K4eTE7t9+b/Wpv8p67iOJ5rYVtMT2WYm7PkBd+1ljNSFmYejQ6wzqWEMwaSTC3Z4j2ukqGy8PUpHMcrC7DVhRmDsWZl58N8T3kz89uJh4OUpnJeZ/j/GzH7oYqRqIhRqMhBPnZpYPD3rjqKxFC0F0ZJWtoVKVznLm3pyTmv72mDAHM6x/1bu7hEsuPxPM/ceZh4sxEIICi695348Sysn6Ss/8dUbx+BZTm+xQnnvuzO8XhRvl1GbSGBpzRUchmsV2v1ChCoOblumVAVgfD9AwD8MR1Mgp7m+HlmbCnDpZ2Q1UKBivhT8uAoI6WX/O4WLy7lC5eNnFmYKL4n2gcvJr4n7g2wsQSqA6gCm9dg1m5IIsDs/hfF36JubOW81p5K4v//lQ/fz7wZ6ZFp6Gpk7/DHdehJ9XDu2a8i8Zo47EacoGLLrqIefPm8b3vfY+1a9dy9dVXMzg4yE9+8hO+9KUvMTAwWUO8GnfffTef+MQnCq8feeQRzj333MP2ORLxXxzz7yf8rl27lnA4zNlnnz1ln6GhIS6++GK2bNlCJBJh69atzJr11sszOZpn7O2XBfo2YmAsy5O7BkktugC0IrGpaozMXc2cd12NOkXMbFltC/teaSenV3Dtl0qnu1RVZXHLbKzhEcaeeZaLh9JTJgVe2DWM6pc9nNCuuoKZL7xM/J57WLWjY8r+Z+zuKoj0iX3n9o0wt3sQ1V/wqXgfIbhg59R9EYIzOsZr1J+xt2fKfS7Y2eXlAUxoU4Twjgus2dYx6bxn7Otl7sCoN66JCMEFu7sBxvMIJqC6grkDo1MfQwjetf0Ac3tHPOE/oX84Z3FB1wjz1aAnxiZQk0hzwZ5e1KlsdSF474xFXLl01eSE1DxLqhq47oyLDhmbfeqqc2ldXOSdyfedvnAJ/+tHv+D8W/5/nHnth6bse+a1H+LvfvlbKuobJrUpqspf/fDn3PyfP6WifuofpZvv+Akf+OJXaV28bMr21sXLDiv8D9UPPEP3UO2arnPzHT+esv1Qwh8oCP/WxcsOeU1T9isS/kBB+FfUN9I32Msvt62nPz5KMBLFsa2C8AfY0rm3IPwBcukUB1/ZysaH7qNmzRqab/k/NP3v/80rB/fR3b4TM5Oma/tW/vDLH1P3v/6K5s9/nj1hjRceewQznS4If8jnZTSNG5xp4ZB2LIyaWtqro/RefzUN//plyi+4gJFwgF1hjQwCW4H22nJevOQc2ptrGCkL0zenjayhY+saIxXRca+569I+rY6R8giOrjFSHuH52c2FcKGRsjAj5RHvs6GqXvv0Wm82or6S7soImaA3Q+fnvviiur2mjPamGpSSIPXSz/akROTi3InidQ98DpfoXpxcfSjfWfFsSfG5VXXcuz5xTP6icbqO4ldhypdOdbq7vRkcQDcCGEYAPRgEw/BWKLagKgOh4sJcQHUKTumADz0FX/k1fPBp+P+z995xVpR33/975tTtZ5dtlG1U6U0loAgoSIzRW8VoDObGEhPzoHmUmCeC0VgSkcQYfkYSy52Id2zYc98ao4AIiqiRKqLIwhbaFmDP9lNnfn/MmTkzc+ZsgV2a8369eLFnrrnKHJZzPt/r+paLNsEP34cnnoA7Nw6g2JGHKAn46mQu+EhmzmqZKRtlUppkbedHJp45SHXJ0a9e/26p7VbxCPqfO3JO0eISZBAcTkJOEVxd3Lg4DfE4PLhEF8Fo0LI9GA3iEl14eim196ZNm5g4cSKgZNBxuVy88847lsG+XeXSSy9ly5Yt2p8zzzyzR9Z6zjnnGIJ9AWbOnJlU+IfDYb7//e8zZcoU/v3vf7NlyxZKS0t7ZC0nM7b4P0mRZZnt+5tobA+R8vkq0O+qSlEOvbuCt//4iPIlrgrN2JdN8+6v6fOPzwi9s4tXF/xfw7iSJPH+Xb+g4gc/YP8dd/B2oMHyi+4doR1JEBAsduYlUVCCOGMBm1b9Px7YV/lyt+qbn82u/Gwk0SKYUBBYc0aRZV8EgY9L42Ir2T3J+suCMjfA26NKE+b9eGDf+LrMCAJrhg7QxrcKgJREgV3Fhezq2ydxDEFgzRnFDA1jedqRKojk//znFP/5z7gsjiabUr3s++6FSEkyyeyfOokPneGkgZkXPv5XKsr6J233lBRz1T2LE64fLN+p/bzvS+uUber1UTNmJbTJksTHrylualn51kL5pfsXARiNDx2NdbVJ1+1wOpP2QxCYPOcaQzC6nmgkwoZXX7DuGxu7Ix/jopGjLU8NukLRyDHc9NhfmXLV3IQxgm2tHRo0oBg1U66ay0cvPac9g+oiqLYB7P1iGy/dv8jgPlg0cozW3uH6Hn+GKVfNZfPnG/maEOfffb9hXarhc7Bmv/a6pbkJgAHDRnAk1cP+711K5ty57PvuhezKy2Ly937AlO8pcx/JSOWzyePY+52ZhhO8NJdHa99VkG048Ur3ptDudlFe0ldxVcrNYldhDkPqGxnm8CLkKpWsCYfjO/LqzrqA0ZVIfw9ASkrczU2thqzPeKRiDoROlsnInOHJCovsS9rvnD4o2byR4XIhOl04TCeQDkHA5XYjup3gUOYXI5ASiu3cCyDHQhmygwIT1u3n1x8P4t7XHTz0LHz/Q7hoI9ywGv6wHO5YncrIQC5iFIr2yly4Xuby92TO/FwmvTlu4AjEffz1hkGy/z3mE2X9/+4oSmNUAJfsIB0XaRn9ye3zzS1WmeXJom96X+rb6zE7a8iyTH17PX3T+5LlyUoywtGzZ88e/H6/JvKdTieXXnopr776qsEo6C4ZGRkMHjxY+5OSktxN9GjpSprP119/nfLycv785z8zceJEBg8e3CtxEycbtttPN+itY0NJkghUVNC2eQvhr3dCWjrR4SNZk1KC+L//RU2VIq4Gx1xKynVuIaorh+pSov7tDYYBmUDsS3NIzRH2ZadrX6JDDh5hX066wY3E7Att9q02+EOT6IbSkVtJgt89IEajSLqTiy77/Le0K7uFOregjvy4E768dX73Oa0BJctOF/3iu+tDb34PBUFI+PBWKRo5hqKRozWRdjQkc48xx3N0BzUjVEduOcncZ3qq/WjJzCsg2NpiGcTeU+MnW7c5ZkaPGiAPiUH4mXkF3PTYXw2CPVlf9R6H00k0EjG49Fn11/e1Cs4332M1R7KgfxV1DUezNu3330LwFo0YzVW/XsxHLz/PhleeRxRFJElidMkQzjp/NukXXEBkVzkHH3iA4OefdyvPv5iXh3fwIKJt7QS3bYtnBdIH/Opx69zvzC5DZp9/fX0EpxNBFwQt642T2LiGmg+qy5E+2DhWbwJIrNugZjlyOuPGjR6XK+5eBEq9hNhJZFSWkQTF1cYhK7vuDrcLRp3B/ppd5NQGcMYKOEtAcyrsOMPL/5wZotEhMaIaspsU42JfLjT6oDFDpNklExXiPv1qQLDe7UfNNqTPMuTEQV7USbF7ABeP/U++O/bKYxJlp7LbDyTP9lPfXk+mO7PXsv28/PLLXHvttTQ3N+OO/d6/+eab/PCHP6StrY3nn3+eOXPm9Pi8Ki0tLZSXlwMwfvx4HnnkEWbMmEFOTg7FxcXHPP6zzz7LjTfeyH/9138xdepUWlpaWL9+PTfeeCPODuLSTkZsn/9eojc+PNp3fMnh5U/TsnYdcnNz/CjY5WJH3zwqs2MpGA8eYVCdHwSBf5cZs6B4gyGm7tzPngIfuwuyE8TykJojSlYPh4M1AwuMfuExcloDfKu6nneH9LMU8DmtAY6keZMGcnaUAWZIfSNDG9uVrDUW2WEMWXXM2X5aA0w+0MCG/jkcSbU+0uwo209OSzvfqq5nzaC+xgwuatvuAyAI/HNUaWK2n2CYAf4WLQjSirEDh/Hl3gpCYXOpHUhPy+DS4RPYfugg2yq/TmhXxWEywd6RMZCZV8CoGTM7NBQ6Ep8dtau7ux0JvI4EYNHIMTTW1SYVxeqO8bEYA0cbA5DUx7+D8fTvU2fvaXcwvM+mneTODEG9kF469zKikQgOp5PbnnvDcJ/apvLzFW8C1uLbamzzOOoc5nFVzGs4mrUlG1tt72xcSZI6rPAbCoVo/t//JbR7D6gVfouLEFNSCX71JQ0vvUzrhg2gz/Pv8eAdNw5X//40v/OOsc3lip8UqAaFPtuPOUWpx6OJWIPPf0y4C7Hdfq2SsywnVPvWYgbMAl8QtHY5EjG2qVmKdNmdDIHQHk/8M1CWICoZ1yYrrl6yoPjjOwC8KbTkpBJqPExqGzik2CmAAA1ZUDc4k8qJxfxP2g7SD0ucsxNSQ1CVCxtGQIrowCdn0B5uo12I0uqNBSZLkImLvt5+TBk0iyvH/uCYhe2pLv7hxOT5X7hwIe+++y4bN27UrgWDQfLy8mhubmbPnj296h///vvvM2PGjITr8+bNY/ny5cc8fiQS4Ze//CUvvfQStbW15OTkcMEFF/Dcc0e/CXeisMV/L9HTHx7tO76k9uGHad+0KbFipSyzU03J1xJg0OEmJV0fUN4nnYZUDw1pXhySzPlfVCKLThBgT14mMrAnzwfE8rbX+w0BbmvKCrRdeFGS8bUH+dZeJRjz6z4ZVOZkEBFF7Wx2SL2fIQ2tSu50WUaQpJj7jIxDksnS526XZcWAiO3Ce0MRzq+oVYLjZJn3SnIJOB3aWlJCYcWXPhYAvNeXRsAVX9u3v6zWvng+LsnHn+ZVXF/U/qY8/++qef4FZZde8+0XRdacUUR7bOyM3DyumHGxVuH3K4/IxjXvaP82GZk+rph9OdKRw3x+oJLyA9W0NPq1dk9qGhO/e5kmkswpUj2padzy9ArttXmX1by7axaf+t3XFfctZN+OzxP6giLiNrzyQoJwVQVcstSuydr16062M2ze2dXT0Y62ee3dXZt+DoNgNvUFEtblcLmYdPlVTJ5zTeJz6caxyoKlX3tvnF6opzLqDnl3xlGNEf3u+ievvUQ0Yn3Kk5lXQKv/SKenQEowcjZZeQUgCIb3u6unSObnGjBitPZ77E5NNcQ0qPfLMkhJ1u5OTUVA0P6f6Z957xefU7unnFC7MqbeUID4/xNBFJl02feU+iU6A0erYSKIRNvamDDjQlrWrCFcVYUjK4v0iy4iddAgRFHEv24dR576L8LV1Yp4d7lwZmbiyMoiXFNDtL4+HiDsciHm5OAaMEA5jQiFEtK6aqhuPvpNiJjPvzaeurMfqwuRrFK1AImnCur4qvjXGw6CoFSK1s2dUC3aXA1aX8laEGLZe+TYZy/gEHHl5eMZOJC6A+W4qutwxm6XgTYvRMYPJ3fyeeyp3oy/YhftkXZq+jjYN8RHTslQJo26kMkDzukRYXs6iH9Q3HxORIVfm5MfW/z3Ej354SFJErV/+hONL70crzSrz3sdChmORXE6QRBjqRDCCaJHLeQDcjwGIIbDnN3CnBNbn5lC3cEyBakZfE/NKfvU/oIQT4lnlTNb3QVzOnAPHYZn2DBaP/4Yqb4+vmPm8eAuLsKRnUOgvBzZ74+P5fXiHjgQ339cSubs2Thycy0r/G75ejuiQ2Ts2LMTKvxuXrsKWZY0v+Pu8tHLzyUIBxVVQFiNrfb7/L13EQRRE8D6fpv++T8E29sU9waTn/qGV1/gk9dewuF2cevTLyWM/9QtN9Da0EBadjajZsxKEDYfv7YCWZLIyMll1PnGdtVw8aSmMeE7lxrW/9L9izjw9ZfIskx6do7l2BtefgEZmQHDR3H1r41xA6qA14vvhPZDdbhTUigoHUTRqDHaPR+9/BxfrH2P1oYjyEC6L1tb+4ZXX6D6860c3LUTSYri8qaQXzpQm199v6KRcNLn2rvjczwpqeSVlNF0qE57NnXezNw86qr2EGpvJzM3j1EzZvHRS89RNGK0kn1m5w6t6F1Gnzya6muTnpqYBb35BKErrj6dudpAotGjzjXxu5d1eErUmcHRlRMPq3s6O6GyOuEwGxfJ1tbRc+mNWPN7qr6XZiPWfL0jotEowS++IHKkAcHlxFVWhsPrRZZl2neVE9y2FSkQxFNaSuqUybj79EmsLA7g8eAZMQJnfj6tH3ygiO3YZgUul/azM7cPkSMNyomDLBszCemJiXsEQWkzf867XAgxtx/DyYDDobgj6fPHm08V9FmKYt9R2vixQGUttaua3tTtNpxcREUBOWYcOGQZHA6cRUVITU1ITU1KcLMAjtQUnKNGkXf5HNKmTMaVn5hMoLucLuLfxiYZtvjvJXrywyNYWUnN/ffTtnWbUlFS3Q1SiaWm0wwAh9NUydIcKAZaDgXTLnCn4h/ihodVG8Tnhrh7glp1U+9Tr/7sdisBdIFA3OdVFBEyM0mfNo30KZOR2tqItLcT3rcPqbEJZ99C0s4/n7SxYxEEgUBFBe1btmgVfj1nDMM7aDDOnGx7p8PmuKIPpjUbP/pA2qvueTBBbKpC1HzdLGo7cpfqiptXRzvyHYn7rox9rCRzq+ropAXiQj2Z8WEeV/8emI0D/Wtz0cLuCP9jIRQK0fQ//0Poq68QMzO1EwVBEDjy0ks0PPsc4QMH4qI+JYWUESPwXfYfRFvbaHjxBcIVFRCJfTM4nZCWpnyHqNmCVKJR4+Q6lyGt0rRe/Lvdxp3/YNAo7r1eo/gPBo1zeDyKYYGFcWBuNxsWakE19TtFksDrxTN0KJnf/jZZF3/nmA0AW/zbnO7Y4r+X6MkPj/bt2zn4wG8Ifv21IpD14hwMIjwKSt5t0akUSI8ad95FYl0FlMIw+k13Yo2qcWGV01q9R1+kRxQR+xYipqQS2bfP4JYkpKWRMn48rv79aV2/nsiBA4aANMHnI/2cc8i5/jokl4u2NWuIHDqMu6yM9JkX4Ill5Ij6/cihEILbjcPnswW9zUlLRyc+T82/AQQlZal6794d22msqyXU1kpeSRlX3/sQoBgLe7dvo7G+FlmWGX3+hZbi1+FykZalnHRYFeNLy8omM7+A+so9lqJYdDpJz+6TNL7B5fGCQILrTdHIMSDLHNj1VYeuPZ7UNGRkCsoGJ5xIdBY/Icsy0Ug4YfzMvAJaG44gSVEGDB+lnQio43lS04iEQjjdbstndjhd3Pbc65anJ1YnAeq46t+9Lfy7QiQSUeoyVFeDKOIZMwZPYSHObGXDIxKJ0PzPt2n+6CPkpibE/Dy8/fsTafDT+sEHhPfti/vxC4KyAeN0KlWF1RMD/QkuxKtBezzxeAPVMNDHMLjdcfFv4faTYByY6xt4vcr4sqyIf308hHpioW4yqW0ZGWRMn07WhReSPn3aNzrg18amM2zxn4S9e/fywx/+kLq6OpxOJ3fffTff+973utz/uO78m3fgBQFcsQwTkQhRKaplToDEgilRtExvxBOr6XbnXS7EbB+yICIfOWIM7EpJwTN0KGlnnYUjJ4dwYyPhQ4dwuJy4Bw4kbcoUvGVlCIJA+MgRWrdsIfjVTuRAO+7SUlLHj8dTWop4DKXYbWy+Sfzh6u8aXpt91vXtHbWBMejWKnjWKnDW3M9qXKvxreb4+Yo3uxS0qx/fKnBXP3ZX1pbsucxtVu3J5j9ZkWU5YfMkGo3StuFjgjt3IkciuAYPwpGainSkgYbXXiOwaVP8FNbhgMxMMmbMILR7N8Ht25XvHPV7SF/RWBXcLlfc598cD2A2DqzcglTjQJLi4l+VH+b+OsMkddw40qZMxjdnDs7s5MkXOsMW/zanO935HTu18hgdI06nk6VLlzJu3DhqamqYOHEi3/nOd0hLSzvua3EVF+MeO5b2nV8jt7crH5Lq0adVURpZhnDIsDsvgJK8WQKHfhNNBGeuk8yhpQQONhE82AwB3S6N14tnyBCyLr2E9JmzCB48QNvHHxM9dBhXWSlpkyfjLStDbmrqdGfe3acP7gsugAsu6I23ycbmtOepW25MuPbS/YsMgdPm+9WYkceuvzqhr75+gZUAV8fe8OoLhna1nxoUnQz9feYx1PVZzauf2/xM+jFV1LHVwN7O1vbY9Vdr7lXm+dU2/bj6nX+r+U9mBEFIEMJOp5PMqefC1HMN12VZJv2cKQSam2n717+IHj6Cq2gAGd/7Hh6Ph/YdX1K3dCltn32mCPpwrF6Iz0fKuHGEysuJHjwI4TCyFFViz8z/vjGDQda7llq5HSmLTwzWN9dFUE+ro1GkUAgpEFCCm21sbHqEb9TOv5mxY8fy5ptvUlRU1KX7j3e2H0QR0lIRPF4lSEzbiQFSXdA3BYdPQo46kNuUPrLPhat/CgX9HKQX9kfKH0WbeyLtX+4m2uDHkZeLd+gwUoYMsX3nbWxOMPqMRmaff/1rNSBYvd+qfkF3fP71r83Bwl3NNqQPQu4sNaneFUi/TrPPvzkI1/zavLZTzef/ZEWSJNr37KHlvfeQDh3GWVZKxsyZeHJzaVn/EfV/+hPBnTvjLkWiCFlZOPPyiOzfHw9Ujg+o1STQ0qKqbj+QmKVIzWCkxiOo34OCYO/829h0kVN253/dunX8/ve/Z+PGjRw8eJDXX3+dyy67zHDPsmXL+P3vf09NTQ1jx47lT3/6E2effXa359q4cSPRaLTLwr83SBkxnII77kia599ZWkLeT24m/duzaVn/EW2ffAzBIO5BA8hI2U04WEtTfQPR5iMEPZmIKU5S3S6yUkRSIs3Q3oAjsy8Z484jY/K0E/acNjY2iZiFvzlFqiqs9elR9QaAHlW0mlPO6sfW+8KbxbbKRy891+U0p3rhr45vRm8UqEJdL/wnz7nGkNb1o5eeY+8XnycI8clzrkmIfVD9+PWpW/XCX59q96OXniPY1mqZ1Uef7Ud9f75pBoAoiqQNHkza4MEJbRnnnkPq5G/RunUr7R9/jNTainvIUNLOmYJDkjn8zDM0vfMvovWH4png3G5c/frhHTWS9u1fEKmqgkAAWY1tM58cxE60ZTWdqSAoJ93pGTgKCvAMGozD5zs+b4aNzTeAk2rn/+2332b9+vVMnDiRK664IkH8r1ixgv/8z//k8ccfZ9KkSSxdupSXX36ZnTt3kh/LBDBu3DgiFkfO7777Lv36KeXBjxw5wtSpU3nqqaeYMmVK0vUEg0GCuuqJTU1NFBUVHZcKvynjx5E+ZYp1hbm2I7D5Waj7CtnhJuTfD5EAuNNxu1wI4XZorQdfCcy4E/KH99habWxseoYn519PW6OffkOHJ6R2VcWw6HRx+3OvJ/RVfd4z8/IT0q8unXu5luc/My9fC0QGxeXlszffIBxoJyMnl5uW/c0w7pPzb6CtsQGH04U3PZ2svAIt/epL9y/CX1uDIECgtYVoKExadrYh0FkQRa3uhDnIVpYkNryiGAgZufn82DT3U7fcSKClmfzSgRSPHpsgwFfceyf1VRUE29vwpKQm1NHokTz/avDvUaYC/iYiyzKhw4dp27CB0MEaRKcD15AheAcMwF1SQvCrndQuWUL7li2GugJkZOD0+YjU1CjX1SJkYsytyO3GM3QoWRd9m8zv2Nl+bGw647QI+BUEIUH8T5o0ibPOOovHHnsMUERzUVERt956K3feeWeXxg0Gg8yaNYubbrqJH/7whx3ee++993LfffclXD9RHx4asgxfvwNfvqlUYvRmQEsdBJpACkOoDdzpMPZqGPt9YxYhGxsbm2PkaOpdqFmQinW1HPR9tr+3kkBrCwUDB1vWudi+ZiWZufkUjRxtObdSn2E1WXkFXGWqN6GOD5CZX5Cwhg2vvkD19m1aETKz8QBxg6to5BgGDB+preGjl5/T6mggCBSNGM2A4SOZ8r252rqbDx/SDI+jMSzU91s1UE41w0WSJNp276bl7beRG5twDT+DzEsvRWjwU//EEzS/txrpiM61NS2NlJEj8V32H6RNtvP829h0hVPW7acjQqEQGzduZOHChdo1URSZOXMmGzZs6NIYsixz3XXXcf7553cq/EEpa71gwQLttbrzf8IRBOg3Dg7vhn3/hmgIMgrB61N2/N3pUDIFBs2whb+NjU2PI4iipYuM3lffqs++HZ9rAlvtZ07NufeLbYaAZ317Vn5h0rn3ffkFTfV1NNXXGYJ3zeM3HaozrMEqNegj11zKghf+x/Bavz59bMamf/5PPO5AljUXJPO4qkA/GtRn1sdZJCtQdjIiiiLpQ4aQPmSIsaEgn753/4o+/+entG3YQLimBjEjg5SxY/EUFOLItlNA29j0BqeM+D906BDRaJSCggLD9YKCAr766qsujbF+/XpWrFjBmDFjeOONNwD4+9//zujRoy3v93g8eDyeY1p3r5FRCKPnQFof2PspNO5Trqfnw4CzYdB05R4bGxubHkarwqwT4ckKoVn10Yti9Wd94LFqAOiDiPVxEVZz6wN3Oxs/Ps/nhjoFU66aq7ktqQbAI9dcmlDJWQ26ThbgvPeLbQn1D44lmFj/3qmxCeraT/VgZUEQ8OTm4rnkkhO9FBubbwynjPjvCc4991ykJMVnOmLZsmUsW7aMqDl12YkmoxDGXA2DZ0FLLSBDeiGk5tg7/jY2Nr2KXpB+8toKopFIpwI0mQFgFXisF9Bm4Z9s7urPt2rByebx1XiDKVfN1dr0Al11p6n+fCv7vtyOLEmGegLfuuJqNv3zfxAEEVmWupQRSUV0Otnwygvs/eJzowGjcxkSRJHJV15jOLGo3r6N+so9yLJMfulAMvPy2fvFNgRRTPj7k9df4vP3VjL6/HgMyEv3L6K2Yjee1DR8+QUMGDHqpHQLsjk9ONZaSjbHj1OmClNubi4Oh4PaWuMHbm1tLYWFvbvDPX/+fHbs2MG///3vXp3nqBAEZfe/YAQUjFR+toW/jY3NcWDynGu0PPwOp7NLO89qHxVzP3M7kBADkGxuQRQVUa77DHQ4nez94nPkWDaZjW++kTA+KG45G159wdI1Z8pVc/li7XsE21qR5eQbSFZ9HU4nLrcHWZK0Ew2VT//xiuYyJEsSH730nBKcHDtF2bfjc4JtrYTa22LPVqfda/47Gg7TfKhOG0PNghRqa6X5UB17d3x+1G5HNjZdQa2ltGPHDt59911uu+02WlsTq3HbnHhOmU8Ct9vNxIkTWb16tXZNkiRWr17N5MmTe3XuZcuWMWLECM4666xencfGxsbmVMKqEFdX+6iY+1kV6bIq7GU191X3PEhmXoEh53w0EtHcYzypaQTbWi2LkKnuNEUjE91A1RSomXkFCW16ZIuT5WgkwsTvXoYnVSkmqRoAj11/tWVdBvOpCCjGx1X3PEjRyDHGm5Ns9KgnJ+YxTkW3IJtTh759+zJu3DgACgsLyc3N5ciRIyd2UTaWnFTiv6WlhS1btrBlyxYAKioq2LJlC9XV1QAsWLCAp556imeeeYYvv/ySn/70p7S2tnL99df36rpO6p1/GxsbmxOA3sf/tufe0NxpOjIA9EGwU66aa/DD1+94gyLG1XbzjnmyuV+6f1FSd5yikaOZ+N3Lkq5NNRCS+fEfCx+99FyCAaDWY9A/pxX6egR7v9hmNEB0Rk5Hhokt/E8fZFkm0tBAuLaWSEMDxyth47Rp0xAEgRdeMP7//tOf/qSlUdfTU7WU1q1bxyWXXEK/fv0QBEGL1+xtli1bRmlpKV6vl0mTJvHpp5/22LqmT5/es4s9Ck4q8f/ZZ58xfvx4xo8fDyhif/z48dxzzz0AXH311Tz88MPcc889jBs3ji1btvCvf/0rIQjYxsbGxqb3sArunTznmg4NALPwVwt86Q0Ac3Cvvl01AJLNrc+EYyWmrXbUzffqd8utXIO66udvJehVA8CM+pxW86nuTPqsPk31tQnuO+p1K7rqjmVz8hOuq6Nl7Vqa/vUvmt7+F03/+hcta9cSrqvr1XllWWbz5s307duXV1991dC2ceNGJkyYYLh25MgR/vM//5Mnn3zymOdubW1l7NixLFu27JjH0jN9+nSWL19u2bZixQoWLFjAr3/9azZt2sTYsWOZPXs2dbr3ubvrWr9+PatWrTJcW7VqFR999NFRP8OxcFIF/E6fPr1TK/aWW27hlltuOU4rUjhpA35tbGxsTgCyJFnuJquvrdxfZEliwIjRCTn21Z+T5fnX2tes1Pz2reYeMHwkjXU1ZOUVsPeLzw1teleg5iOHDOvb+KZycqDP86+6EllhVe0YQVDG1+X5169b9dX/5PWXEsZ77PqrkWXZcr5oJMJL9y9i/84dCKJIY22NwchR2fvFNs2lyWqMx66/2lAUTeVP11+tFHzrk5tQLG7Dqy9owcj9zxjJ1abaCS/dv4jG2hpGTr/ADiI+DoTr6mj94AOiTU048/IRcj3IwSChigqihw+TNnVqj9RDsGLXrl00Nzfz0EMP8Ytf/IK2tjZSU1MB2LRpE5dffrl2bzAY5LLLLuPOO+/ssIhqV7nooou46KKLOrxHkiSWLFnCk08+SU1NDUOHDuXuu+/myiuvPKo5H3nkEW666SbNq+Txxx/nrbfe4m9/+5tWU6or69JTXFzMggULeO2112hubub//J//w6FDh/jDH/7QYb//+q//4tFHH2XXrl2a+/t77713VM+l56Qt8nUycqKLhNjY2NjYdIwa6KqeHuhf11XsJtjWqlUffuz6q7XXE797mXaioE8Bqn+tF/7m1KEdudaoa1DRr6UrqAW89Ey5ai4b33yjy2OYKy5b9dW7GFnFHeizCOnfn2TP3Vlht73btx23DEQn+vv7WIp8ybJMy9q1hCoqcBWXGGofyLJMuLoKd1kZ6THXnJ7mhRde4IYbbqCxsZGSkhIee+wx5syZQyAQICMjg1deeYX/+I//QJZlfvCDHzBs2DDuvffeHl+HVfFXgN/+9rc8++yzLF26lCFDhrBu3Tpuvvlm3nnnHaZNm2Y51vTp07nuuuu47rrrDNdDoRCpqam88sorhnnmzZuH3+/nH//4R5fXZcXChQt56KGHWLhwIQ8+mJjIQM9rr73Gj370I5544gkmTZpEc3MzlZWVXHzxxZb3n5ZFvmxsbGxsbDrCLPwBgwEARhGsNwDMwr9o5BitzsCUq+YaCntZpSa1KjymUlexW/vZk5qWsCY9VicL+gq+oBgP29esSir8rcYItrXy2PVXa0aOfj3qOFa1D/TPCBja1TiDFffeSfHosYY0peqarQq7vXTfQvbGrpmDlk+FisXHm6jfT/jgQWXH3/R+CYKAMy+f8MGDRP1+nNnZPT7/pk2bGDNmDG63m8svv5xXXnmFOXPmsHXrViKRiOb2091aSj1BMBjkwQcfZNWqVVryl4EDB/Lhhx/yxBNPJBX/yeiJmlJW7N+/n5///OdkZ2czYcIEGhoa+P73v88f/vAH+vfvb9ln586dlJSUMGvWLHw+HwAjR4486jXoOal8/m1sbGxsbI4WWZISagKAYgAIooggignuL7c8vQKH04XD6WLynGsMY6gxB7IkMXLa+XhS08jIzU9wW5py1VwGjBht6e4Eyu6sIIqa0P7D1d+NnSTka/77gigm9ekXnU76DxuBw+UCFDcfVdxn5ubjcLoMIrqpvpaikWM0ce5wKv1UI0dlylVzyS8bZJjLLPz1gcT6LEL6egpqBWJ90Lb5GfTtqvDPzCtg7xfbtBgRLcXpl19YjvFNRQ6FkIMhhCRFRwWPBzkYQg6FemX+TZs2aQL/iiuu4K233iIYDLJp0yby8vK0oF61lpKauGXLli1Jhf9zzz1Henq69ueDDz44qrWVl5fT1tbGrFmzDOP993//N7t3x43uBx98MGG+m2++2XBNTS7TG1RWVvKjH/2Iv/zlL2RkZPCXv/yFH/3oR1RWVibtc9NNNyHLMjk5OaSnp1NRUdFj67F3/ruA7fNvY2Njc/Jz9b0PJW1b8ML/JG277bnXk46hF/rJdqHV4OVk3Lo87uuvLxx202N/S7h36dzLDP7/DqeT2557w7K/w+nkpmV/s2xTDSC9GNcbJ/qg62SnEKoRZHYDEkSRUTNm6gK0RxuqMetdoqwCutWx9RmWTpeKxb2B4HYjeNzIwSBCzNdejxwMInjcCG53r8y/adMmrrlG+beYPn06LpeLd955xzLYt6tceumlTJo0SXudbPe7M1paWgB46623Esbw6Iylm2++mauuukp7PXfuXObMmcMVV1yhXevXrx+SJPVKTalzzjkn4drMmTOT3h8Oh/n+97/PlClT+Otf/0pWVhalpaVHPb8Z26zuAnaqTxsbGxubY8Vcr8D8Wq1doD8N0NdBeOqWGw3369uSja1mEjKfSmxfE888YlXbQH/dHECtFiRT07WqlZZVPnlthSEjk1Vht6vueTDmZpVYsdgW/kYcPh+uvn2J1NclJEWRZZlIfR2uvn1xxFxDepI9e/bg9/s1ke90Orn00kt59dVX2bRpExMnTjyqcTMyMhg8eLD2JyUl5ajGGTFiBB6Ph+rqasN4gwcPNqQZzcnJSZgvPz/fcM3pdB6XmlLvv/9+p/e8/vrrlJeX8+c//5mJEycyePDgHo3nsHf+bWxsbGxseplkgcgv3b/IsLuu3xHX74zrA3SnXDWX7WtWaW436s9WYxeNHG04SVBPAJrqa3nqlhsNO/hm9GPr+6pUb9+GQNxIUQW+asBUb9+m+e9bFXYzxzLIkmRIb2r7/CsIgoB3xAiihw8Trq5SfP89SrafSH0djqwsvCNG9Eqw78aNG3G73YwaNUq7NmfOHH74wx/S1tbGXXfd1eNz6mlpaaG8vFx7rdZ/ysnJobi4mIyMDO644w5uv/12JEni3HPPpbGxkfXr15OZmcm8efO6PeeCBQuYN28eZ555JmeffTZLly5NqCnV2bqOlVAoxMGDB/n73//O1KlTaWlpYf369dx44404LdICdxc720836OlsAXVPbCXqD+LI9uId5CPzgvgvTP1T2whWNkFUBqdA5oxirb1xZRVtm2qJNgQByLigmKxZJcoaV1cjSzLN71WDDJmzSgzjAhxc8ilRv9JX8DjImDogcezmEERlQ7s6dtasEmWMphA4RTwD0sm7KV558sBDnyI1BsEh4C7KIP8nYw3PFdrfovjACgLu/sa+dU9sJVTZBIC7NNOyr6tvGp6BPgRRSHg2/Xugvic2NjY2JxKrQGT9ddV/3uzyohoEDpdLqwas3xV/6pYb477/eQXc9NhfE8bWYzYsuoM+ANoKvYhP9rM5Q5KWItU0hn6dyHKPZAQ6lbP9qITr6gjs2EH44MFYDIAbV9++eEeM6LU0nwsXLuTdd99l48aN2rVgMEheXh7Nzc3s2bOHsrKyXpkblF3yGTNmJFyfN2+elqdflmUeffRR/vKXv7Bnzx58Ph8TJkxg0aJFnHfeeZbjJsv2o/LYY4/x+9//npqaGsaNG8ejjz5qcFPqyrqOhUgkwi9/+UteeuklamtrycnJ4YILLuC555IXIezO75gt/ruA3uf/66+/7rEPj/qnthHc3ai9VoW6+bq5/eCSTzXhDyB4HfS/dwpNq6tpWlmF4HUgB6IJ/YCEvp2NreIZlEVwdyOZs0oI7vEnrM8zKIu8m8ZoazCvzfy8+jWqfQH23/uRdj1ZX8+gLDwDfTStrEowbtT5rYweGxsbmxPBinvvRBDFhEBkUES6v/Ygo8+/UNsJN+fb/+x/XycaCdNvyBlcZcq3v/Tay5GiUb51xdUGgWz20zf77+szAjmcLqKRcMLJgR69YQIkNQKSoc+ylCzGAOKBxOa0qsfqBnQ6iH9QhG7U70cOhRDcbhw+X6/s+Nucetjiv5fojQ8Ps9B3ZHsM4ruz1zgFiMiamFb/dmQrgS7qvZmzSmj9rMbw2izizWN7BmUBGES3+XVH/TsaJ++mMQmCXn9PZ30hUejbwt/GxsZG4aOXlSDfz997l1BbG8G2Vk1Eq+Lb4XIhRaOWWZLUUwVPahqetHSDW5HZsLBKLaoWVms6VGe4ZuVmZO6f7KTjWDhdxL+NTTJs8d9L9NaHR2c7/cnazeJbxZHtoe8vzwasd/r14rjTsR2C4nqUZG3mnX59f7AW83o3H6v5u9oX4gaAuk5b+NvY2NjEMbsWqdWL9YJbvysP8VMDT2oa4VAQSXd/vH++Vrk4MzffWDk55s4zYMRomurrEisi6+4BReBveOWFhKDkzLx8y4xIR4Mt/m1Od7rzO2Zn+zkJMAtaABxxf/Zk7Xk3jVFErwlV+Jt/No/bpbGjcuIcujEyLyi2XEPeTWMsxzZfS3ZPV/oa5o+t0xb+NjY2NnGuuudBrX4AgqAE3gqCtpNfNHIMwbZWLTuQPvA42NZK/2EjALT6A2owryr8AZoO1RmFe0zUF48aw02P/VXx3Tcjy1oNgY9eei5B+Aui2GPC38bGxoid7acL9Hae//qnLHwfozJNq6u1nX+r9vqntlnuyh9c8qlh5z/ZuB3NrY1ttfOvG6NpdbXlGizHjV037/x3t2/jyiqCFbHYAQHDOvff+xFyWEJwibj6pZP/Y+NcoX0tiKlOUicUJAQEq4HCgGUwsRoMLcuQflZhQqxBYLdfeSHLeAdnJ/Sve2Irob3NODLcCUaZFggdjuLI9BjaG1dWIYgCzR/sQ5ZhwH1TDPO2/PsggiAgyzKuPikJ768syUT9QaJNITylmdanJ6uqQBQY8NtzE9539T0VM9y4+ngN/dXnjjYEcPg8hgBtGxubk4Or7nnQEBysCm/VzUc9HXjkmksNAbfmwGN9Vh6AohGjadTt7JuzAe3dvk2bz4zD5eKmx/6a1P9fliQ2vPqCnfLTxqYXsN1+ukFvHBvqA1whud98p+0m33+zaPcMyiJyJKD1NQcFJx1bAOT4GJDojtPZ2hL6ifEx9WPr16cf05nj1fo6sj1KJqKI8dnMMQQqyVyn9MHEAHVPbiO0x7pv0+pqQ7yEed5krk96FyTz+HoXJivXLL3rlnn8hHlj//bmvtozi4BuUy1ZIDUAToEBv4kbAObfz86e2+x2pe+vfyYVNWuUuzgjqeFQ98RWBFGwPPlRjRvb6LCxSY7ZR19F70+vCn+rtmT9rXz9O7puRvPt17kACaLIgOGjNIPA9vm3sekattvPKUL9U9sMwkrwOuj7y7M1sWwmc1aJIp6cFpH9ERnPoKz4eKbd+ODuRtLOLNQCga0EXd9fno3gdRjHjQ3jyPYQ3N1I5EjAcm2eQVmknWld/c4z0EfeTWPizyXFxtWN7RnoUwSw6dGiDUE8A31a32hD0CB01WdLFrvQtLKKg0s+TWiTA1HtVKRpdXWC8Ff71j+1jaaVVZZGTXB3IweXfGop/NX+TaurLcdX15wsu1K0IRhf35rqhL7qvI5sT8L7EW0Isu9XHyrP7BQMwl999v33fmT9nkVkbV4r4d/Zc6vPbNU/2hA0nOpozx6VEcTk2SoEUdDeLz3q+jvqa2PzTUef3UdPZl4BH730HBtefUHLqa+izzikdwPSo7oSeVLTEuZUs/XocbhcCfepQb36kwGz+4+6Rhsbm57DFv8nEFmScWR7NMGtF6TJqH9qW4LYU40BTcjpjAO9mE8mUtW+ZmNET7QhiOB1JD2ViBwJdCqCEwwHIT62JmQtzqGsxlWNGP36k5GQHSn2/kQbguy784NO3xfDkk3GUUenNBB7dvP4YnxscyYnveGnrk/799b9u6r9zClfNdQ+5t+VGHIgmvQ9U+fVp1w1G6TmdZt/z/b96sMEw1Z9ZrPRYxXIrUc1HPUGgCr8O+trY/NNR5YkQx2Bn694UxPumXkF7N2+zSDuVdcdNQZA7wYEaIW81Dz8eaUDLedtqq9lwIjRuFNTtR1+/fzKZPHPtMy8Ai2NqDr2lKvmUjRidIJBYGNjc2zY4v8Ekv+TsfT95dn0v3eKYWdb7+Iy4KGpWlvTyiqtLXNWSbzNLPBirzNnlRjGVsdXyZxVQqbO791cc0A/N5BYO0DX15widMBDUxnw0FRNpOt3z7W+5lACXfuAh6Z2uLa+vzzb0K5Hnd+KAb85V3FrsTg98QzKSjqm2m5+P82Y3xfL8S2+x1SXGMMJial9wG/OTTgZ0c+rd2PqzroMazOhugglWxeg/Q5bGh+6tam/C3qjp6viXW8A7LvzA1v429h0kX1ffmFI0wnGIOC9Oz43+PgveOF/tNcv3b8IQRQNLji3PfeGQaTv2/E5oBgNZopHjaGgbLAm/PXzq6lAIX6K8Mlr8YxD6pxX/XqxXeXXxqaHscX/SYKViFH9oxPaOssE1JV7Yu2W2XqOpa+pT7JsQ8n6dppJqAsZfTwDfUmDhlWXlMwZiWPk3TQm+bpi4+r/TkCgw2fzDPQlXbszJ+6fl+zftGl1teXJiDpvsmcGtEDmZMaDLJN0bY0rq2hcWZXU5evgkk+pe3Ib6ef0T2x0CATKG6h/ahupEwoS24F9v17Pvrs+ZN+dH7D/3o8MbfVPbWP/vR+xb+EHBPc1G9rU4G/13zRhXQ99yr67PkwaVL7vrg858NCnlmM0ra7Wrjd2cDJkRePKKuqe3Ebdk9ssx1Xbujuujc3RYJXDH1QBno87NdUQ3Ku2qQbA9jUrAaPv/eQ512gGACjiXS1QBmg7+tvXrEw6/8hp5+NJTSMzN5+r7nlQSyHqcDqZctVcBtg7/jY2vYYd8NsNejNgyMr/OiFwU0dnNQAAMmcWkzmzpMM6AmDtVtOVasPJ+nYWzNpRX/3cHQXSdtS/Mzqqj5B2ZmGH4ybrq29Xqw9bYRVore+bd9MY9v3qw6TuOsmCqrVxTcG/XZlXo4O+7v7pHT53R/21NeuCx40TGK+rpw3J4iEsEcBdlqVld0ro6xTInFFs/Tsdm1/9vUsI/vY4cKQ6tZiWwG4/of0tmseCHIzi8CWvreHweeh759mJv8+6cc2GV/1T24gcDpA6MTErlY1NT6IWA7MKqt3w6gtUf76V4tFjLdtfum8hjfW1NNXXacaC+rfqatSVgF01rkA1AHoqyFePHfBrc7pjF/nqYfSpPr/++uteLfJlzm6jF1TmqryqqDILO8EVQQ4rfpmOLCfRxojW1lE2oc4q9nbU16o6sD57j7nCcGfjm9fSmejuKAvSgN+cy75FH1i623gGZRGsakoqto+Vjt4z7d9Nn41HJ4QTfhc6G9tCRHcq+JOsqzOx31lWqgRDwJRxKOG1mQ7aO/pdsPo96866rcbu6vvYUTYsq3H1a0lWeM8uWmdzMqMPBrZKDWq+3tEY5r49bQDY4t/mdMcW/71Eb3x4mIW/unto3p1MWpVXbxwMO0jQn0Ow1oPgiiKHjcGpHe3md2W3PVnf7qS8tMogo9/JtxJnXakmnGx+ve+/2QDQn1BYGQed7eKra9MbZF1dl/pvrbWZxG5XqzR3Vh26W7vn2uRKmtijFcLq3MmyBVlxtIbK8RrbPEanxk8nWP37mX+XbOFvc7KjnhqoLj96sa5mEFLbrfz2kwn93jAAbPFvc7pjp/o8hZAlpUCVOQd63k1jtABKwetIqMoreB3gFBDTXTjSJTKHHSRzcjp53wnj6RvBlQOCS8mpKbgkxQVI58fvyPYoO8UOAffALIOffeasEmV8ITa3ToRofWM4sj2agFb7au1CooBJP6e/5dhq39QJBdrazHMb1uYQwOMwCHi1HYGYG4jxA37Ag3FDwBwsmqGPARDi7YZnUv3lPQ7lPYutTQuG9cSNLfP74h6YFe/vFLR/a3X8jBnFWhCy+Xeh7y/PNrzn5n8P7ZljY+vb+/7y7PjcgikjkEO51+GL/3sBWtE089haUHGSmAjz3OYgYHOGJv377eqbljQgWVtfMqxS32JacwftyQKZkwW7Qzw4Pekzqf0t3ivzv1+ygH5b+Nuc7Ez5niLO1b/16K8nC9iVJclS4KsxBbbP/6nF3r17mT59OiNGjGDMmDG8/PLLJ3pJNkmwd/67wYneObCk7Qhsfw1SssCdntgeaoH2Rhh1BaTmHP/12ZxUaCcNsd19vcjsqC2hv46uCtXOTimStQteB3JYsqwkjUOpSrzvzg8s2zKmF9G2qTbpLr17YBbeQdanO+6BWYQqGq3jFEAxMEszCVU0WTcnOXHwDMpCllHGBjJnlhjndwgILhE5ELUsjNa0ulqr9px53oDEStJPbiN8oCWhwrXaN7Dbj6csy44lsPlGcaK/v78JO/8HDx6ktraWcePGUVNTw8SJE/n6669JS0usBWHT83Tnd8x5nNZk01tEAhANgjPFut2ZAtE65T6bbzSqcE/mRpWsLcE4wOiqZb7PClXYW7nLNK2s6tBPv0OXnaickCFI39ayfn+H/UN7Gi0LvKltHSJDqMpa+EPydZsNnATDIyojR5W+amE09RTJ6t8MjP9G6rpDexppWl1t+e/nHeTr+NlsbGxsuknfvn3p27cvAIWFheTm5nLkyBFb/J+E2G4/pzpOLzg8EGm3bo+0K+3O03OnwaZrmIU/xF2OVAGftC1WpVgv/PWuWmCs7GvGSvib3W3Mxco6qklgpiNxb9nWgZtQt+mGV4K5QJwj22NYi2dQlmWBPrW4mVn4692FzP9GHbXZLkU2NqcusiwTaAnT0hAk0BLmeDlvTJs2DUEQeOEFY7XlP/3pT/Tr1y/h/o0bNxKNRikqKjqmedetW8cll1xCv379EASBN95445jG6yrLli2jtLQUr9fLpEmT+PRTYwHWxYsXc9ZZZ5GRkUF+fj6XXXYZO3fu7NLY06dP74UVdw9b/J/qpGRDVhE01xpKpAPK6+ZapT0l+8Ssz+akQJas3XjUeAR93Ie+LXNWCbIkI0uyIc7BfI97YFa8loDF3J5BWTiyFQM0IVZCp8XVNJ+ZFxR3yRffTEc+/MoEQEROEOJamxU99ClpNkSk9oghI1Jwd6PhtRyIGgwAs/B3l2ZZn8DMKsFdmmU0AEwnNnVPbLWsQwDxWgR2HQIbm5OL1sYgVdsPs2tjLbs31bFrYy1V2w/T2nj0yQe6gizLbN68mb59+/Lqq68a2jZu3MiECRMM144cOcJ//ud/8uSTTx7z3K2trYwdO5Zly5Yd81h6pk+fzvLlyy3bVqxYwYIFC/j1r3/Npk2bGDt2LLNnz6aurk67Z+3atcyfP5+PP/6YlStXEg6HufDCC2ltbbUcc/369axatcpwbdWqVXz0UZKT617G9vnvBifaZzApzTWwayUEGiGjQHH1ibQrwt/rgyEzIaPwRK/S5htO48oqBDGxSFvjyipClY24S41+6I0rqxS3nbCEI9ONI9uLd5Av7pb0XjVIsuKTL4K7NJ7nv/6pbYQPB5BaQhCVcWR5iDYGlXtjcQIHHvoUqSWE4BTjwtwhxMdE2Z2XZRk5EDWK95hfPsTz/EebQoa4BNHnQQ5ELE8fMmeV0LRuL4IgkDF1gNH1RwBEwTrGAWNNhwG/OZd9d30Yv1eNFwhGE2MVHAKe0kzFyDClEFb/TfTZoUSfkmpW/57LkkzWrBI7dsDmlONEf38fq8+/KvxDbRFSs9w43A6ioShtjSHcqU5KRvUhLauT5AhHyddff82wYcNYtmwZv/jFL6ivryc1NRWAMWPGcPnll3PfffcBEAwGmTVrFjfddBM//OEPe3QdgiDw+uuvc9lllxmuS5LEkiVLePLJJ6mpqWHo0KHcfffdXHnllUnHmj59Otdddx3XXXddQtukSZM466yzeOyxx7Txi4qKuPXWW7nzzjstx6uvryc/P5+1a9dy3nnnJbTv3buXBQsWkJeXxyeffMKkSZM4dOgQf/jDHzo8Hfmv//ovHn30UXbt2oXb7WbixIm89957lvfaPv/fNDIKYcgsOLAVGvcqPv4OD/QZAv3G2sLf5qQgmUjs6HqyNq2SchLMVZLNwcxNq6vpd+fZlm2A9rNagMvscpN5vnF+q0Do9LOU/3dWwcTBPX4yzyuiaWUVzR/sMzbKJBX+oDtBiMTiHfT36uIFEojK8XiD2OmHHIhq6wvu8Rvcr1x9lBoToT2NWgrSzJjwt2MHbGyOH7IsU1/dTKgtQmZ+CkKswqDodZLpcdBU1059dTOpo9xaW0+yceNGvF4vP/rRj3jggQd4++23mTNnDoFAgC+//JIHHnhAW+d1113H+eef3+PCvyMWL17Ms88+y+OPP86QIUNYt24d1157LXl5eUybNq1bY4VCITZu3MjChQu1a6IoMnPmTDZs2JC0X2Oj8tmak2OdWKWoqIiXX36ZhQsXsmnTJmbPns2f//znDtfy2muv8f/+3//jiSeeYNKkSTQ3N1NZWdmt50mGLf67gL7I10lLRiEMLYD2BiW41+lVXH164YPAxuZUoquBzurPoIh79bWhjoNqPOgCbTsLhFbRxzyo4+kzAmXOKlGy+HShJoEj24PUHknatyt1CNRsQtGGoHX9jIE+rc5FcHejwY1IncMK+1TAxqZnCbZGaD4SIDUrUdwLgkBqlpvmIwGCrRG86a4en3/Tpk2MGTMGt9vN5ZdfziuvvMKcOXPYunUrkUhEc/tZv349K1asYMyYMZpv/t///ndGjx7d42tSCQaDPPjgg6xatYrJkycDMHDgQD788EOeeOKJbov/Q4cOEY1GKSgoMFwvKCjgq6++suwjSRK33XYb55xzDqNGjbK8Z//+/fz85z8nOzubCRMm0NDQwPe//33+8Ic/0L9/f8s+O3fupKSkhFmzZuHz+QAYOXJkt54nGbb47wLz589n/vz52rHhSYsg2Ok8bWx0JAt0BiwFu/lnfaEzs/FgNgz0c5gLv1kVfEvI+vNeNUTlLhUls8qYBHFjoqsFyJLeJxA/DYkR3N1oMFr0RoNVRiGrfYeDSz4l2hTCXZKZkIZU7a+6FtnY2ChEwhJSRMbhtohVAhxuB1JzmEi4d+oibNq0SRP4V1xxBVdccQXBYJBNmzaRl5enua2ce+65SF2szfDcc8/xk5/8RHv99ttvM3Xq1A56WFNeXk5bWxuzZs0yXA+FQowfP157/eCDD/Lggw9qr9vb2/n444+55ZZbtGs7duzA6ey+LJ4/fz7bt2/nww8/THpPZWUlP/rRj5g5cybTp0/nL3/5C6tWraKysjKp+L/ppptYsWIFOTk5pKam8vnnn1NWVtbt9Vlhi38bG5vTlo4CnQO7/drPjSYDQe2rRkSZC+GBIo7DhwNarQB9X3dpFpEjAaJNIRyZbkPBN4DAbr8xz39M+OMQ6H/vlA6rI3e0q58QP3C0qJ5EsTXp4yAA3P3TtVMBq9SjEAtS1qUa1ccTmNOQgtFQs7GxieN0iYhOgWgoiuhNlG3RUBTRKeB09U4Ol02bNnHNNUohtunTp+NyuXjnnXcsg327yqWXXsqkSZO018kEcGe0tLQA8NZbbyWM4fHETydvvvlmrrrqKu313LlzmTNnDldccYV2rV+/fkiShMPhoLa21jBWbW0thYWJLtS33HILb775JuvWrWPAgAFJ13nOOeckXJs5c2bS+8PhMN///veZMmUKf/3rX8nKyqK0tDTp/d3FFv82NjanLR3tIOt3ns33qaK0cWVVgrDXtyfbpe5OvELT6rjwV+MR+t87hbont1nWGog2BOOFwkztevHd0QlCd1yMrOIPPAN9BiPIEA8xq0Sr26Be19dxSHCx0p2m2GlIbWwS8aQ5ycjx4q9pI9PjMLj+yLJMW2MIX2EqnrSel3R79uzB7/drIt/pdHLppZfy6quv8vnnn3PRRRcd1bgZGRlkZGQc8/pGjBiBx+Ohurq6QxefnJwcgz9+SkoK+fn5DB48OOHeiRMnsnr1ai2wWJIkVq9ebTglkGWZW2+9lddff53333+/Wzvy77//fqf3vP7665SXlydkCOopbPFvY2Njk4SOjIeeEKnJ4hGCe/wGYa93PwJlV90yXWmMznz+kwn/zlyOzDECmRcUx08tAByCZtyoO/1mw8Bg+Kys0vrbwt/GxhpBEMgrzqCtKURTXXtCth9PmpO84oxeC/Z1u90GX/Y5c+bwwx/+kLa2Nu66664en1NPS0sL5eXl2uuKigq2bNlCTk4OxcXFZGRkcMcdd3D77bcjSRLnnnsujY2NrF+/nszMTObNm9ftORcsWMC8efM488wzOfvss1m6dCmtra1cf/312j3z58/n+eef5x//+AcZGRnU1NQAkJWVRUpKkqKr3SAUCnHw4EH+/ve/M3XqVFpaWli/fj033njjUbkmmbHFv42Njc0JIFk8gjleIFmgshawa0oxCiZffoGEtJ/JBH5XTgJUQ0TLVGTKNqT69Tsy3Al9m9fto2lVFQ6fh76/PNtgODStMRYp01c1lqVYteZgFDHLTfpZfRNOTwLlDQiikJAyVj+GHUtgc6qSluWhZFQf6qubaT4SQGoOIzoFfIWp5BVn9Fqaz02bNjFq1Cjc7vj/51mzZhGNRgmFQkft9tNVPvvsM2bMmKG9XrBgAQDz5s3T8vQ/8MAD5OXlsXjxYvbs2YPP52PChAksWrToqOa8+uqrqa+v55577qGmpoZx48bxr3/9yxAE/Je//AVILNj19NNPW6YP7S7f//732bx5M4sWLaK2tpacnBwuuOACQ5zEsWDn+e8GJzpPsI2NzelDR3UP2jbVggxpZxUmitzdfkJVTQguMbmPvwDusiwEITGwWJ/jX3+/aiAIXgfu/umJ/XoY7XTCwjgBxQBQ4woMJxIiIFkYRbHnUgvFqajtamE02wD4ZnKiv7+PNc+/iizLBFsjRMISTpeIJ83ZKzv+Nqcedp5/Gxsbm5OcY61vYD4JMLgGyRiEv8HP3iT8VRFd/9Q2grsbkQPRoxL+HbkaWbkTRRuCHboZqdmFEu6JJRNJSMMaey45EKX+qW2G7Erqe+MZ6Ov2c9nYnEwIgtAr6Txtvln0Tmi4jY2NjU2vkVB0bFYJeTeNMWTKMacgzbygOCGTjt7lKO+mMQm5+z2DsrqcfaejGIMuuRk5rXcv9feY4xySGSnB3Y3sW/iBQfiDdcE1UDIRHXjok6Trt7GxsTmdsMW/jY2NzSmGLMm4B2YpKUhNMQOZs0oQfR7FfUeXotTcbm4DSJ1QgCPbg+BxaH73mRcUG/L9JyvupSJ4kgciKzdYX86YVqQUEkvS7h6YRcbU5Kn0EogdcAR3NxoMi4NLPjXcpgYmy4EojSurlOxLFtQ9uY26J7dZtjWtrqaxJ1Ks2tjY2BwHvlFuP36/n5kzZxKJRIhEIvzf//t/uemmm070smxsbGy6RWdZiDrKmtNRu5XLkTkVqTPH2+Euv5jqJBq03unX+/GbadtU2+G40YYAmRcUG9KGmhG8DuRgNDGGQOfqFG0Isv/ej+h/7xRD7QExxWlYgznWQs2+ZNcnsLGxOdX5Ron/jIwM1q1bR2pqKq2trYwaNYorrriCPn36nOil2djY2Jx0mDMSqXEBkNzHP9oQxJHtQWqPJLjs6KsEW/XriGhD0CDWrdDmSxJErL9v350fWM4veB2WNQjUZ7Jq8wzKQpbs3Bk2NjanBt8o8e9wOEhNTQUgGAwiyzJ2siMbGxubRKxqEOiFu14sWwXzmjHfo2bl6UzQdzZuAlbZjGLzdVYBWW/Q6GsQ6OMGVOOgaVUVyPFA68iRAK0ba3H18SZkFVKzNHnK7GxDNjY2J56Tyud/3bp1XHLJJfTr1w9BEHjjjTcS7lm2bBmlpaV4vV4mTZrEp59+mjhQB/j9fsaOHcuAAQP4xS9+QW5ubg+t3sbGxub0QZaMhbfUOIPMWSVa4K0j20P/e6docQSGeAD120WNF9DFDeAUtHScfX95dvKCZQ6BzFkluAdmdX3hEdkybkAORGn9rMa4Dv1UsZ19A7EaBHqjRzNidDEFgtdBtCGI5A8S3N1IqDLuIlT35DaaVlYR2tOIINopGW1sbE48J9XOf2trK2PHjuWGG27giiuuSGhfsWIFCxYs4PHHH2fSpEksXbqU2bNns3PnTvLz8wEYN24ckUgkoe+7775Lv3798Pl8bN26ldraWq644gquvPJKQ+EGPcFgkGAwvtPU1NTUQ09qY2Njc3Jj3qHWv5Yl2VCjQB9HcOChT5EDisuPVS5+wSka8vAD9L93CvVPbSN8uB1BEJTd91iMAUD+j8dw8KFPkQIRBK8TyZ/kBEDd9U9yoNtxTEHXTh8SEBNPNYK7Gw0uUh2hPHeAtIkF9qmAjY3NceGkEv8XXXQRF110UdL2Rx55hJtuukkrsfz444/z1ltv8be//Y0777wTgC1btnRproKCAsaOHcsHH3zAlVdeaXnP4sWLue+++7r3EDY2NjanOR2J1PSzCi0rF4PiSpMxwzpjjz4vv1VV4753nm14rbno6IwEK3efXkeyvmwl/PXxAoDBQLBPBWxsbI4XJ5XbT0eEQiE2btzIzJkztWuiKDJz5kw2bNjQpTFqa2tpbm4GoLGxkXXr1jFs2LCk9y9cuJDGxkbtz969e4/tIWxsbGxOc8zuQipqmtFkgbFm4a/v0xRLwSlLMo6Ye1G0IUjmrBIG/PbcHsu001ka02MZV3VtUp/FcDIgoLgkmWhaXc3BJZ9S98TWXlmXjY3NN5OTaue/Iw4dOkQ0Gk1w0SkoKOCrr77q0hhVVVX8+Mc/1gJ9b731VkaPHp30fo/Hg8fjYdmyZSxbtoxo1Dp9nY2NjY2NQmdpSJPRkdGgtmfNKkEQhQ5PFiAWhFvZpJ0IGKofd0Bnrj8dVSTuDH2/hKBjWZlbrUwMxlMBZ473qOa0sTmVqKyspKysjM2bNzNu3LgTvZzTmlNm578nOPvss9myZQtbt25l27Zt/OQnP+lSv/nz57Njxw7+/e9/9/IKbWxsbL6ZZFkIf5XMC4o1oyKZkaDiyPbgGeiL1yZAccFxZHuMQcmql40Q75c08DiGHIgmvydJhWLomlGhrrP+qW0G4e8ZlIW7NEsJHLYoQKYGFdtFxk5vPnr5OTa8+oJl24ZXX+Cjl5/rlXmvu+46BEHg5ptvTmibP38+giBw3XXX9crcPYn6HA899JDh+htvvIEgHL3LXVcS1ciyzD333EPfvn1JSUlh5syZ7Nq166jn7AlOGfGfm5uLw+GgtrbWcL22tpbCwsITtCobGxsbm+NJMiNBNQrSzozHHOhdghzZXtLPKiTaEFQqCcfSdKp/q1V+O8QiuFfjaOMNnAJyIKqsBQy1ENQqy8GKRkJ7GjWXIRXVVSpZJiG78vDpgyCKfPRSogGw4dUX+Oil5xDE3pNzRUVFvPjii7S3t2vXAoEAzz//PMXFyU/zTja8Xi9LliyhoaGhx8ZUE9UsW7Ys6T2/+93vePTRR3n88cf55JNPSEtLY/bs2QQCgR5bR3c5ZcS/2+1m4sSJrF69WrsmSRKrV69m8uTJvTr3smXLGDFiBGeddVavzmNjY2Njc3SoJwPJ4gZU8ay6AGXOKiHvpjFkzipJ6hKkCnINydiWLNbAke3pevxARNYKoJlRXYCiDXGRoBoA+uBnUGIG9LEBarsdSHx6MHnONUy5aq7BAFCF/5Sr5jJ5zjW9NveECRMoKiritdde06699tprFBcXM378eMO9kiSxePFiysrKSElJYezYsbzyyitae0NDA3PnziUvL4+UlBSGDBnC008/bRhjz549zJgxg9TUVMaOHdvluM7OmDlzJoWFhSxevLhHxgMlUc1vfvMbLr/8cst2WZZZunQpv/rVr/iP//gPxowZw3//939z4MABy1OC48VJ5fPf0tJCeXm59rqiooItW7aQk5NDcXExCxYsYN68eZx55pmcffbZLF26lNbWVi37T28xf/585s+fT1NTE1lZ3cg3bWNjY2Nz3OgobiCw2w+AuzQLz0CfwThQ28IHWrSdfX3GocBuP6E9cXGun8PcBhBtCkFUTloFOWHdSU4T6p/aRuRIIGEMq0Jl0YagVqdAX3k4sNtvFxg7TVAF/kcvPccnr60gGon0uvBXueGGG3j66aeZO3cuAH/729+4/vrref/99w33LV68mGeffZbHH3+cIUOGsG7dOq699lry8vKYNm0ad999Nzt27ODtt98mNzeX8vJyw4kCwF133cXDDz/MkCFDuOuuu7jmmmsoLy/H6Tw2yepwOHjwwQf5wQ9+wM9+9jMGDEjMPFZdXc2IESM6HGfRokUsWrSoS3NWVFRQU1NjSFaTlZXFpEmT2LBhA9///ve79xA9xEkl/j/77DNmzJihvV6wYAEA8+bNY/ny5Vx99dXU19dzzz33UFNTw7hx4/jXv/6VNE+/jY2Njc03h47Ebf6Px3Ta1riyimBFI95BvoQaBnVPbiN8oAVXv3SDcZH/4zHUPbmNUFUTjky3JvxxCPT9ZSw9aaxScFdRjQb9aUDSYGMBra6BHIiyb+EHhsrDKt5BvoSu++76EIABvz03oU3NrmQbDCcXk+dcowl/h9N5XIQ/wLXXXsvChQupqlIMz/Xr1/Piiy8axH8wGOTBBx9k1apVmkfGwIED+fDDD3niiSeYNm0a1dXVjB8/njPPPBOA0tLShLnuuOMOLr74YgDuu+8+Ro4cSXl5OWecccYxP8fll1/OuHHj+PWvf81f//rXhPZ+/fp1mjI+Jyeny/PV1ChZvKyS1ahtJ4KTSvxPnz4dWe74A/KWW27hlltuOU4rUrCz/djY2Nic/hyr8aC54sRqDzStrk7IRNQVzDv9qvC3NADMX5m6ysN6mtYYxfz+ez/SDBL9OvXP0VMpVG16jg2vvqAJ/2gkwoZXXzguBkBeXh4XX3wxy5cvR5ZlLr74YnJzcw33lJeX09bWxqxZswzXQ6GQ5h7005/+lDlz5rBp0yYuvPBCLrvsMqZMMRb9GzMm/n+tb9++ANTV1VmK/5tvvplnn31We93S0tLpsyxZsoTzzz+fO+64I6HN6XQyePDgTsc41TllfP5PJHa2HxsbGxubjtALZjXQWPXPV92KzHEA+teObE9ijEEMwevEMyjrqNOMIgIRmea1Sq2a/fd+pBkTDp/HEEisf47gHr9dY+AkQu/jf9tzbyTEAPQ2N9xwA8uXL+eZZ57hhhtuSGhXhfdbb73Fli1btD87duzQ/P4vuugiqqqquP322zlw4AAXXHBBggh3uVzaz2omHkmyrqZ3//33G+bqCueddx6zZ89m4cKFCW3V1dWkp6d3+OfBBx/s0jyAlpDmZEtWc1Lt/NvY2NjY2JxqJCtQBsqOv3tgltENJ3YyEG0I4sj2kDqhQNuR33fnB/GBBcicqRgRQX/nsQNWaPM6BYjI2viC10H/e6dQ/9Q2ov6gYgDE3JNU4R/c3YjgdSScDKjP3JVYgsZY0LFVhibbtajrWAX36mMA9K97i29/+9uEQiEEQWD27NkJ7SNGjMDj8VBdXc20adOSjpOXl8e8efOYN28eU6dO5Re/+AUPP/zwUa0pPz+f/Pz8bvd76KGHGDduXEKh1552+ykrK6OwsJDVq1drtQuampr45JNP+OlPf9rdZfcYtvjvArbbj42NjY1NMjorUBbY7deEvz6QuGllFdGGoJaR5+CST00DK391KXBYxJCNSEXNbJR5QbHBsOh/r+JqkXfTGA4u+VQZPxaroBf+ciCquSxpBo0u01C0IWAp3lVhr6Yp1ffXj+EeaCfR6AqyJFkG96qv5SQ74z2Jw+Hgyy+/1H42k5GRwR133MHtt9+OJEmce+65NDY2sn79ejIzM5k3bx733HMPEydOZOTIkQSDQd58802GDx/e62s3M3r0aObOncujjz5quN5dt5/OEtUIgsBtt93Gb37zG4YMGUJZWRl33303/fr147LLLuupx+k2tvjvAna2HxsbGxubZHRW1Vh1+0l2MhDY7Se4x68JfP3Oe9PKqrh7kEnga0aBgKXw17P/3o8SXqsGgDPHGzcuojLB3Y2GugPqOlX0P0cbgh3GDHgH+bQ0q+pz640Hq0Bkm0SmfG9u0rbjFfQLkJmZ2WH7Aw88QF5eHosXL2bPnj34fD4mTJigZcdxu90sXLiQyspKUlJSmDp1Ki+++OLxWHoC999/PytWrDimMTpLVAPw//7f/6O1tZUf//jH+P1+zj33XP71r3/h9Z64yt2C3FmErY2GKv4bGxs7/Q9gY2NjY2MDnbu+tH5WYxD+6n36Sr/6oN/+906J5/FPlgXIArWv3uc/Y+oAQ/0DFfW1+bqeTIvaCnrhr+78A9ruvyyAEFMdos+DmOlGKkzhcJ9UAm1hvKlO8kszycxJJfTJQZA7Nq66yon+/g4EAlRUVFBWVnZCRZ/N6Ut3fsfsnX8bGxsbG5tepNOTgXKl4mjamYUGAyHvpjHUP7WN0P4WrQqwWvgrWRahpGJdjLv6ZEwdoGT/ibn0CN5EFw51jOCeRksDwzMoi6ZVVYprkkOgaWUVjauqEGSIjulD8ycHkVvDWkah+ohEnlPUhD+A5A/ibw2TWd1MTSDK1wEJBHB7HYzp46F/Sxjv1P5J3zsbG5ujwxb/XcD2+bexsbGx6S3yfzI2aVveTWOSnhxkXlBsODXQVy9W3YY0JOIZfdQTg4jynSYHogR3NxL0eXA3Bg0CHdm6CJlh7JjAF2SIyjKBzfWkOYzJBPOcickF68MShwJR9gPDvQ4EYGdIolSW6d8SptEpcMjjJKUxSFpWFysm29jYdIrt9tMNTvSxoY2NjY2NjR59YTJZkpWd80l9aW0MEXpjF9K+Fi27kCSAKEPUKeCIxCoQR2RoDgEQkiTcolGkSy4RMZw8oMCqj576WN88l7X4z3OJfBWMIggCw9wiUVnGEUvvuCsqER2Vy6Dx+ZSOztXSPh4NJ/r723b7seltbLcfGxsbGxub04xIJMK+rxqo39tCJBQlp18aeaP6kHtBEZIkUb6xjsqth2jZWIvoFHC6nBRmuOnXHEKSZUQEZFnGEYE2SaK6MI2+XzfgjEqkOUSDiFdFfUfCH6AxCnlJtH99WOJQRGZ4itGtSJJlREEgzyVSH5Y4w+PgUEQyCP+doSi7wjLj9zYTao8QHOjDm+6ymsbGxqab2OLfxsbGxsbmBCLLMoGWME1H2qirbCbQHsGb4iSvNIOsnFS86S52fVbLpner8Ne0Eg3HOoqQkuEipyCVpsMBWhqCyDGtLjjA5XVSK0kUuEUcgiL8hdjfK5uisKGWnQIMdYsMTzGu5+3WKDNT0dx3VMFuJs8l8mUgyhkeMWFn/lBEJteZ2EcUBG3XP1WM/6ynjyjQxyOQ2xKmKcdLpBMjxMbGpuvY4t/GxsbGxuYYkWWZ9uYQh/Y3U1fRTDgSJTs/hQFn5JCW5UUQBEKhEF9/Usuh/a14U50MHJ9LSrqH/Tv9fLXhIHXVTUSCErIEgghOj0h+SSa+/BQqttTT3hpRxL0AggCyBO2NYfY36vzvxVhbFEKtEYZ6FOGvinfVAJiZ4WBVcxRkEgS6IAjMTHWwNyxTFMshavbhV2mNShS7BEuXnGK3sc/OsAQyDHOL5LlEIpJMmkOgTYp7H0uyTLsskxuLEdif7sI1OBunhduQjY3N0WGL/y5gB/za2NjY2IDierP3yyPUVTYDkFeSTkqGh/1fNbDrszr8da1IsZ15QYTUTBeDzypEdMCX6w8SaIloxbs2v1NNerYXp0ug8VAAKSojy4AAsgyRgMSBXX4O7vYjRZQ+ogiiQwQBohEJ2fS15HCKCEBElhjqEhme4tBcePR/pzlEZmZAdUjWdt1bJYl9URjmEklziBQhUR0yuu0cikrk6gyBZEaB0hY3COojEuUR5cFzYjv9zlhxM3V+1UBJ0xkSbq8TX2EqnjRbrtjY9BT2/6YuYBf5srGxsTl9UHfp/bVtRMIyGTkesvJTEASBYGuE9rYAldsO01jXjjfdxaAJufTpl0n5xjo++2cljfVtSFEUES8oO/TIMpFgTNULivCXJWj1h9n23t64SBcUlxxZBikKTYcCymVRaXM4BM01R5JkZIl4XxGEmPCH2A5/kmcc5hE5wxMX/q1RidWtUYZ5lZ131QBQ3X1aoxLvh9TRJM0A0LsD7QwrAn6wI8owd2J6UFB89Qc4BINREJGUNJ8DI1F2hSVwxvvq/fz1bkWyLLM3xUVuhpv8ksxjCva1sbExYot/GxsbG5vTBkmSOLS/ka8/qSPQEqHPgDRGTO2Lx6OkivTXt/DJPyqoq2wmGoni8jpISXeTXZhGTr809n11hL07jxANxsfc8u5eMnK9BJpCBNqjCAKKAJeVP5GAzh9dBKdTREYGEaJh2bA771BdZGQUP/aY3pYlEJ2xNgEEBEQRojqXGHU+VfxbKn9JBlEZ58v2KCUekXBUYlVzFNFBbPddAmTKnDIuAdokmffaJURRmXtXSEKSZIa6lVOEdklmb0Rmd+wxd0VkpGiUYV5RW4ogCERlma8CEl9JMDMD3DFDxSWK1EckhnsdDPOIiILAYUnCk+oiPRDVXJG0x4y97pfuIu/7w+w0nzY2PYwt/m1sbGxsThmi0Sj1Vc001LZw5GA7olsgtzCd0rF98NcEeP+FndRVNoFOj//7zUpGTVeKRW1fs49wMK6aBTFMqC1C06EAFVvraW+OxDvGBH40IuOvadeuOZwisiyDU2nDFIsqSTKiQ1AMANVIiPUViItcIebeY0DQ/S1j7K+MDojGe3XIsXG/DklIEZmvg7rFxQyLXWEJSZb5qs24cEmQtROLr8MyXwckHC6BaFjW1qK1yzK7JZlRPjel4XimnqEukV1RiX+nuCkd3Ydh3+qLe+cRWFWNjLK7Lwsw/DeTaV97gOb39hreEwDH2QWIdQGoaiL6WS1YVEa2Of2orKykrKyMzZs3M27cuBO9nNMaW/zbnLSsWbMGURSZNm1aQtvatWvZtGkTOTk5zJs3z9D2xz/+kdbWVvr378/1119vaHvggQeIRqOUlZUl9Fu8eDHBYBCHw0FxcbGh/ZlnnuHAgQNEIhHS09MZN26cYW1r166loqKChoYGgsEghYWFXHfddYbxn3nmGY4cOcK4ceOYMWPGsbw1NjanPNFolEPVLbS3hElJd5FbnI4oigRawjQeaaNuTxNNhwK4UhwMGOajcKCP/Tv9bF+7jwPlfoKt8e100QEpmS6iUZlAU6J4DwckNv9rr3EBMb0pS9DWFMHpFYgEjG476g69JMkGAS9JEqKo7O6LGLW/JmOtduVN1yzddsyCXzC2yRLayUMyw0GOyhaNKDEFUiyuQFbetyFnF9DeFOLArkYioXgMgSfVweAz8+k3JJutq/dyaH8LknqKIYI3w8WkojR8+1vxTu3HodxU5M21DK9sZuiYfDLPLyErPwVRFKEog+bV1VrxMEGGwAc1CKJo+T5J/64jfVYJDM3WKhibC5x900hW6A2U4m2yJHdYSfpoue6663jmmWf4yU9+wuOPP25omz9/Pn/+85+ZN28ey5cv7/G5exL1ORYvXsydd96pXX/jjTe4/PLLOdqSV4sXL+a1117jq6++IiUlhSlTprBkyRKGDRum3RMIBPj5z3/Oiy++SDAYZPbs2fz5z3+moKDgmJ/raLHFv80JYc2aNVRVVVFWVmYQ908//TS1tbV4vV58Ph+VlZUATJs2TRPPAI2NjTidThobG3nmmWc0ob527VoaY5kvqqurDXMuXbpUC9quqKgw9Fu6dCnBoHLOH41GDe1Lly7F7/dr4zQ2NvLJJ58QCAQMz6OnsrKStWvXas/20EMPafevXbvWIP7Xrl3L5s2btTmcTie/+tWvDGNv3bpVa7/33nsNfTdt2kRraytpaWncfvvthnU888wzSJKUYATZ2PQWsiwb/Ob9qt/8+Fxy+yu+21/9+wDbVu2n1R9EEMGT5sKXm0JWfgr1e1uorfAT0bndbHqniswcL7Is0NoUNLrZoPjOtzaEtdeCCIIY942RIobbER3EFHRM2EvEhT/EsukI2s8GMa5uvOt35hPfBesGwfSzYNzWlyQ5tjkf9/kXAIcHohFF+EuSYnyo2X4MzyWCICrPq7a5UkS8aS5a/UHluqys35PqYMTUfky5bAiSJHH4YDNV247Q1hTCV5BC2bhc0rOUOIhBE/Ko2dPI/p1+woEo2f1TyT8SIPDBATJnlZB5QTG5AJP60rS6mqaVVTgK0hELi2lcWUXbplqDUeMZlKWJehVHtodoQ1CrUty0skoZe1aJUrzsG44gCpaGkPp+Z/aC8FcpKirixRdf5I9//CMpKUoQSCAQ4Pnnn6e4+NQxyrxeL0uWLOEnP/kJ2dnZPTLm2rVrmT9/PmeddRaRSIRFixZx4YUXsmPHDtLS0gC4/fbbeeutt3j55ZfJysrilltu4YorrmD9+vU9soajwa7w2wX02X6+/vpru8JvD7B27VpNMM+YMUMTyXqh7fP5GD9+PGvWrMHn8xkEuJmysjJKS0sTRLjX6+XOO+9MEPD6fqAYA1Y4nU4ikYhlm9frNRgAVsyYMcMg7PXj/upXvzK8D1btQMLafT4ft912m9ZXDQ5U51Pfy2eeeYaKigp8Ph/Z2dkUFxcnnDisXbsWSZLskwibLqPmpG9tDBGNRvDXttFwsA3RKdKnXyqCKPLl+gPs+8pPJBRXp6IT8oszQICaPc2GHV9BVPzdZVWodyGlu+BA+903Z7wRnaBX2lJUNsyX0B4xb8mDqMtUoxoI+v7qzr8clZXgX/38jrjxEQ0bx3a442kxpahkNExM9oKA8r706Z9OVn4Kh/a20HSozTLPf4s/RGtjQHsWp1skrziTCd8uJm9AJm1tASo2Haa9JURmnxTOOKdAi4M4Grq6E73/3o+QA1Ec2R76/vJsTazqUQ0IzXCIGQKiz0O/O88+6jUa1nQaVPjVC339+6W+7g2uu+46/H4/u3fv5s4772Tu3LkAPP/88yxZsoSysjJ8Pp+28y9JEkuWLOHJJ5+kpqaGoUOHcvfdd3PllVcC0NDQwC233MK7775LS0sLAwYMYNGiRVx//fWa28+rr77Kn/70Jz755BOGDBnC448/zuTJk4/5OQ4fPkx5eTmXXHIJv/vd74Bj3/k3U19fT35+PmvXruW8886jsbGRvLw8nn/+ee09+Oqrrxg+fDgbNmzgW9/6Vo/MC3aF3x7HzvbT80ybNo3KykoqKioM4lcvcvVGgP66lWCvqKgwvFZFeyAQMOyUm7ES/XrBrxf+ZrFvJfzN91gJe3Xc+++/H0mKKwqn00l6ejp+v59IJMJvfvMbioqKEgwHv9+vnSSYjZM1a9ZopyXqh4D6c1WV8oWrCn3VePB6vXz88cdMmTIlwcVKdWeSZZmBAwcmdcGyDYhTF3WnPhKWcLpEPGlOZFmmsa6dpsPttDUHlTZRxJnipN0f5MjBVur2NtNwsE0R+Or3pqiITsPOfGy3V4rERL8OwaHsUMsSREPGL18xlntejmW8MXaM78wLgoAsGsW5JCm74PGHND80SXbsdWvuCCEWlCoKyEKiaJCiICAbCm6pBko0LCOIsubCA5CW4yY1061kH7LI83/Gt/pSNDwHT5ojscLvgAx8BalIksS+rxo4vL8Vp0uk/zAfOX0VVyqAlAw3fS7qOdHbkYuJKkSbVlcjB5QHjzYEaVpdTeYFxbR+VkO0IWjZL7jHT3C3cnrrzDk6kXy6or2vK6toeq8aonKvCn89N9xwA08//bQm/v/2t79x/fXX8/777xvuW7x4Mc8++yyPP/44Q4YMYd26dVx77bXk5eUxbdo07r77bnbs2MHbb79Nbm4u5eXltLe3G8a46667ePjhhxkyZAh33XUX11xzDeXl5TidxyZZHQ4HDz74ID/4wQ/42c9+xoABAxLuqa6uZsSIER2Os2jRIhYtWmTZpnoe5OTkALBx40bC4TAzZ87U7jnjjDMoLi7ucfHfHWzx/w0gme/8mjVrqK6uTrojvGfPnqSCT7XyzX7tat+uiMF58+Zpu9NmkayKWvN1QRAoLS3VRLOVeFcFuNVpgbomK1HeURsoYn/GjBma0WLFnXfemXQ333w6YRb+5p3+SCRimEf/PKqBoQp/j8ejuS2pfazmW7t2LdXV1dp1/Zhr1qxh06ZNmuuQ+TmqqqrYvHkzt912m3ZNXavD4WDLli0JbkfqOLZxcPyRJIkjB1vY91UDLQ0h0rLdFJ2RrQnCaDRK1eeHqNh2mPamEJ50F9mFqTjdDhoOtFJb1UTzoXZCsYBRUVB2sx0uB26vg9amILL5UEwyZr4RnfFTqcTd+Zh4dyTuvAui/ufYGMeyMWcKmlUS4nRgAcjxjDPIiiEh6Y2LMCDKEImvy+kSEJ0ioWAUYuk5BRFSsxLz/KvvheiEwoFZnHPlEDKyvR1W+FWNndJReZSOyktYsiiKSdtOFLIka+4oTSurDKIV4q4++pMAVfgfL1F7qpF5QXH8PXRYn7z0Btdeey0LFy7UNpHWr1/Piy++aBD/wWCQBx98kFWrVmk79QMHDuTDDz/kiSeeYNq0aVRXVzN+/HjOPPNMAEpLSxPmuuOOO7j44osBuO+++xg5ciTl5eWcccYZx/wcl19+OePGjePXv/41f/3rXxPa+/Xrx5YtWzocQxX2ZiRJ4rbbbuOcc85h1KhRANTU1OB2u/H5fIZ7CwoKqKmpOapn6Als8f8NQBRFTcTphXx1dbWliNXvCKv/0fX99G4oer95fV9BEPj4449ZuHChYew1a9bwySefEA6HycjIYPz48VRWVhqO3LxeryZk9ahH/GvWrMHj8TBlypSEvgDhcBiv15vUTUiSJEvDoLKyknnz5iUV/z6fT3sfkol/1c/faozS0lKmTZvGunXrEgrG6X38b7vttoTTCtWd57777kt43mQuUcmMFPWUxKpfY2Mja9euBayNIL/fz9KlS7ntttsMvwfRaDQh/gLirkeCIFBVVZVgLKonCyUlJbZxcBSEw2Eqthyifl8LokOk35BM8vpn0uIP8tk/K9j3VQPhoKTtdLs8IgPOyKZoeA5ffVzDob3NcbcTAdxeEdHpAEkmGo0SCcXFrSQBUZloJEKoLa76RSdxtxcLga53S0tKQkabTto7MwR0CXEUJa9rcygBp5IEgmA8VfCkOwi2KFVv5SjKrr4u8DYt241DEGhpDMbz/IuQluWmdEwuhQMzER0iTXXtlhV+z/xOSUKF39z+mYbd+YISXycPd+pgPh1oWlmlCX+z64reALCFf3KaVseFP1FZO03pbfLy8rj44otZvnw5sixz8cUXk5uba7invLyctrY2Zs2aZbgeCoUYP348AD/96U+ZM2cOmzZt4sILL+Syyy5jypQphvvHjBmj/dy3b18A6urqLMX/zTffzLPPPqu9bmlp6fRZlixZwvnnn88dd9yR0OZ0Ohk8eHCnY1gxf/58tm/fzocffnhU/Y8ntvj/BqAKVr0BoIqusrIyKioqNNGqindVGPp8PkM/VfCpu+v6wFj9TrEsywSDQU0oqqiBsqIo4vf7LQVmMj/6rKwsTWwGg8GkIj0ajSatxtxR/EBFRQW/+c1vLPtBXPgmMyq8Xi9r1qxhw4YNSeeurKy0XNtvfvMbzQB45plnEto/+OADAEsR5ff7LWMLzAbV5MmTk7pYmdfZEX6/P6krlf73QRX+6lrMQdD635dkBXy+yacGaiGq+v1NHNjVhByVyB2QTtm4XFwuF5+v3cvmd6tpaQhqAnaLA9J8bkBQAjxVtxOlBhXhgETF1sNUbT9sKFKlpm8MtUto/jOistuPAKIoKCktZSyEt4AgWrjmKA+hBdYmttG5e00n709HhoUUkRONBhFNsBM1BszmlqRxxqS+xjz/sb4Op0DBoEzOvXIo2X1TEir89umfgcfjwpPm7LAYldvtZtTUoqN/6NMQw042HNfd7FONZD7/cHyyId1www3ccsstgBILaUYV3m+99Rb9+/c3tKnxJRdddBFVVVX885//ZOXKlVxwwQXMnz+fhx9+WLvX5XJpP2vxMZLVBwzcf//9liK+I8477zxmz57NwoULEzakjtbt55ZbbuHNN99k3bp1BneiwsJCQqGQpqdUamtrKSws7Na6exJb/H9D0BsA6s6zupusijDzdX3A6Jo1azShZg44raioSNiR1otR/U5xIBDQDIeuBMzqUcWqarB0B/1cetHrcDgMYlzvP28V7GsVuKveEwgEEATB8ExmQ0O/blEUtQ80vY+/1bOpLlDJApA/+OADIpFIUsNGdUfqiGR91YDhrr7nFRUVSY0DvWGh/uxwOAwGqIr6+1VaWqoZAWb3Nf31k9lIkCSJpvoAwfYInhQnmXlebbc3FArx9Se1HN7XijvNyaDxuaSke9izuZ7t6/bTWNeuiVTRAWk+D/mlGVTvOEI45mKjuslIUWg+HIpPLCg++IBSVCrmn6/u9osOEJ1irK8p+FQGWQCHVqm1+343HWp/XWEnc7571edd+dna5UeOouTRV4mdbHjSnLQ0hNQ6VgC4vCKjpvfH7XWyfe1+2ptDyDGjx+11MGxSIedcOQRBEBh2dt+kFX7Vf7Oy0fmUjc7v9vvxTcUQ5KvuWOuDfqOy4efjtZt9KmEV3KuPAdC/7i2+/e1vEwqFEASB2bNnJ7SPGDECj8dDdXW1pbuwSl5eHvPmzWPevHlMnTqVX/ziFwbx3x3y8/PJz+/+/8WHHnqIcePGGVJyQvfdfmRZ5tZbb+X111/n/fff1+LsVCZOnIjL5WL16tXMmTMHgJ07d1JdXX3MQczHgi3+v0HoXU4cDof2nzPZdfPurYq6k683KMzCf9q0aYaTAlUMqoaD1bi9iZWxYTZ+9Kj3qoaGlei2ehb9+6DWErAa3yrbj9nHX12fPk2ougazUI9EIjidTi07khn13yGZwJ8xY4ZlP6/Xq/1799S/mdV7IQgCa9as4YMPPjC8Lz6fj71791JZWWnY5TUbp+rpx/FGkqR4YGxTkEBbBKdLJLd/OnklGYTaouzeXKcUj2oJ43SJpGZ56NM3nbJxeVR9cYitq/cSaIloQnXLO9WkZrqJRCQCasEppVAqkgTNh4M0H1bc4pSMN4ohiZAo4PW+8wjGwFMwCnPBlHbSUE1WL747ctGxaEu2My/LIMiKfDecGmgBwqZ+gpLZJiPXS2NtW0Ke/4w+XsZeUMTIqf07rPA75vz+lP+7nuYjQTJyPAw+Kw+3262N5U134U13kT0zI8lD2nQHw+50J64+gOG6bQDEUeMnzO+J+vp4pEN1OBx8+eWX2s9mMjIyuOOOO7j99tuRJIlzzz2XxsZG1q9fT2ZmJvPmzeOee+5h4sSJjBw5kmAwyJtvvsnw4cN7fe1mRo8ezdy5c3n00UcN17vr9jN//nyef/55/vGPf5CRkaH58WdlZZGSkkJWVhY33ngjCxYsICcnh8zMTG699VYmT558woJ94RjEfzgcpqamhra2NvLy8pIGQNicPKxdu1YT+NFo1ODqY3UdFAPAvItr3qHVIwiCoc3sv64KyeLi4qRCUt3F9fl8NDY2JoiHI0eOWIpYh8OBy+XShHJpaSl79+7Vdvb1wl/1vwdFSFZUVFBZWakV+KqoqDAYB5Ik8fHHHxMMBvF4PPTr10/zbVeNpAMHDhAKhbTx1XZ1/KqqKu1ZVBcfdQ1mlx19ys5Jkyaxfv36BOFvDj62CpBW8fv9OJ3OpK4+mzdvtrweCAS0f++GhgbLe7xeL3379k3679nZSU0oFNLel0gkov2+mPvJskxZWRlr1qwxvF9+vz+hXoTq1gYcdTyBmtKypTFIsDVMsD1MsCWMLAhk5aYgSRJV24+w/+sGmg61K771kiKwXV6RlHQ34aBEW1NI86QRHJCaHqDlSJA9W+s5UtOqBM2qwlxWdu9bGuK79w6XoKWNlKKyURTLIDpEzX1GEIwlp9RiTh3EtcabzOLfdJNlNVr1Bv1Aph18S2Mhdq8hRaYI/Yb4EAQS8vyLLsgbkMHZlwyk/zBf0gq/qrtAflE2+UXWebzdbjcjzulv2WbT8wR2+wESdqz1WX3MotY2ABLpSnal40FnaVIfeOAB8vLyWLx4MXv27MHn8zFhwgTNTcbtdrNw4UIqKytJSUlh6tSpvPjii8dj6Qncf//9rFix4pjG+Mtf/gLA9OnTDdeffvppzaXoj3/8I6IoMmfOHEORrxNJt/L8Nzc38+yzz/Liiy/y6aefal/agiAwYMAALrzwQn784x9z1lln9eaaTxgnOk/wsaDupJp3u1WBZb6uvrbKMa/fZU2W1UZfPKujHPVWlJaWIggCDQ0NlmK1tLSUkpISy4DlrKwsBEFg7NixWqCzatT4fD5kWWbChAkdpqwEOqws3JvuJR1lZvr4448BJd5BbxysXbuWjz76yBAkbeXjb6az2gl6OnPR8vl8BAIBy3s6qqXQUR2F7pLsJKe0tNQyK5VKJBJh/04/DXVtSGGJtGwPToeDlsZ2aiubObyvhZaGAJGgpGSJEQVFkAvKn2g4SiSsE8ACCXnqhVhRKFlW3M1FD0QCaH0cLlHT3pGwZBDLTrdoENaGdgGcLlO7Lrc+Ijid8fZoRDLs/Kv56kkytxDb3HM4BKRovNKtlSGgxg2A4iOv5ezXzZVfnEGqz83B8iaCreFY1h1lR3/c7GLGTi/usMKv1W6jzclNsnoAavEvR7aX/B+PMbQ1ra4msNuPpyyrx6rWnujv757I829j0xHd+R3rsvh/5JFH+O1vf8ugQYO45JJLOPvss+nXrx8pKSkcOXKE7du388EHH/DGG28wadIk/vSnPzFkyJAeeaATzale5Mss6FVUtwm9WNffr0+ZqXdv6UoKzbKyMk28q/3NwcLmcfSv9T9bGRr6XWFzu/51MqPmVCWZcaAXvGphM/N1PR25JKl0xzjojI7G6sxQ6VK2mBj9C4vYX7PXcC0rK4uhg4ZTlD6StpYQaZkuPt65EtEB5479DqveeY9ASxhvU7EhwNPhFmn2VCFJUVKaShRBbyXuY8La6RaRJTkeGKvD6VH96mUlb726I09MgDvifvnRiGRwgzGIf2ICXW3vTPzr+1u0KcWoFMNDkmOnCuraY1lx9G+9ICrC3+EUcbpFwgHJYDCILsjtn874WSX0KUpNWuG3xd9O5edHCDaHySpIMeza29j0Brb4tznd6RXxf8011/CrX/2KkSNHdnhfMBjk6aefxu12c8MNN3R91acAJ/rD42g5mjz/eh9xfbYe1QDQ79iad6H1Is7cX/Vf1we76sW6WSR2NHZn7Wahf7oYAFaoJwMpKSmG9xuU59bHdBQXF1sae6C4Tt19990JWZ/UNtWFyuxydKx05hpUWlqqFS8z05XTA3fYR1bDGJDAn72VsEdxN0AGUfIgOYK4gln4/GNBhta0KkJuPxFPI0gOnJE0vJEcUltj/rVR5R5FHQsgymQFBwKJu+egc92RFd/cqK7ibGfi3+ES4777MkSjyXfvZVkiqov3VVGz/agnDWLMxUh1yxGItztcApl5XgRZoMUfiOf5F8HlcZJVmELpqD4Ulvlwp4iGCr/9h2bZO/Q2JyUn+vvbFv82vU2viH+VaDTK//7v/3LBBReQkfHNCog60R8ex5Onn34aURQNIlHlmWee4ciRI2RnZyf4WkNcbDqdzi7l+deLd0mS2Lp1K83NzRQVFVnmhd+0aROApfuO2p6dnX1MBci+SeiFvt5w0J8AqalbwWhUWQUBd9cwUHf2kwn8Lu38d+DXruIKZgEowl+fB15SxDuAO+TDGcqiLb3K0FeMeJCcQdLbSpX3wuUn4m7EFcwi7FH+zm1V8ljrxb9qIGQEyhAdOr/9ZOIfi6Bdh7LTrvWV5ISTBzVwVxXzKeku3KkOWv0BIqH4+6PP87/rszoO7W0mHMsAJAhKJqHhUwoZfk4/IkEpocJvRl4KOYVppGS4O0xpaWNzsnGiv79t8W/T2/Sq+AdISUnhiy++YODAgUe9yFORE/3hYWPTGyQ7GQJjHERVVZWlsbd48eIuGwYup5twJHFr2u3yEAonFnY7VlKbS2hLq9IVfMIg9lWEqAPZYV0bQr3fHfIRcvsTx4kZEultpWQESomEJRp8W4k6W5AdUcSIhzz/JEXgy9DsqUSSJeXEQJBJay2N+/xjkXITtGw/6qe12ytSNCKHuspmQ55/0QGZ+SmMmtqfgePzCLaFO6zwW1vRRG1FI5GQRHbfNPoOyiI102MLe5vTjhP9/W2Lf5vepju/Y0eV7eess86ioqLiGyf+jzddEWVHu4Pdm2OfCvPbxOnofbb694lGoxyqbqG9JUxKuouCggKampoYO3YsxdnD+fDlnUTCEmcNOZ9oZCV79+1FlmVEyUk4EkKMeOhzaJLB/cYg/CWB1NZi2jKqEuY+GvLqzqO+YF38ZCAm/PWCX3ZEk58exO43CH/dddWwaEmtBKA1a6/BkJCcQVpSqsgIlHI4Ywthd6M2tyuYpbjyhKW4a46knBg4U0T6SINp9SviXiae53/8hcWMnlaUtMKvujOfkZ1Cbn9roeNwOOg3OJt+g62z4tjY2NjYnJ4clfi/9dZbWbRoEa+88gpFRXa1wt6iqqqKyspKNmzYwOTJkxN8271eL1u2bGHcuHEJAm7NmjVUVSniySoNopq28v3332f69OkJYzscDj788ENL1xv1vmQCvbO5Kyoq8Pv9mi95Mr98m+OLJEnU72tk1yd1BFoT86NHo1G2rdnLzo9raG8KIzgFvKlO+vc9mzNKPexZU8+OQ9s1l5Qv1oE3fTD5fbw0tNQRcvk14Q/gaxhr9L8HkAQKjkxFdUQ3uN/oxLnqbtMZbRlVBFJq4ukmdYGx6q685IwZHmbhL4Mr1Mk8evch4gaAHiHqoDWtinZPjTaXYhwIhD2NBHP24mko0vz4/TlbCbsb6Vc4gO/94ExDhd+D7TvxFciMnqZ87rpcLoae1Zehp2eCNRsbGxubXuCoxP/VV18NwMiRI7n00kuZPn0648ePZ/To0YZiKTbHRllZGZWVlQQCAcvKqGpqRbXqpB5RFDX/afVvqzSIsixbjq0GdlZWVhrqAajVVDsS6F2dW83Zbm4/HQNyTwZkWaatKUjNnkYO72smEpbJyPPSb5CPSFjigxVfU1vZbPAn//eblYya3p8BQ3P48JVdNBxoM4wZag/TcjhIMBC1LAQVaIlASyHO9ADOQBbp7SUITkVly5KMr2EsDdlbkRwBvO2FpLeXKLkfDQsHQVJ2ylNbShAEgda0SkW4O4IJot0d9hER2jWhLTmDCSJdXV+fQ5M4nPtJ3ADAeE/UEeg4nkAEJBFE69LzED9VSJxDecOa3BWMmJxNgWsoe5t2UH9QMTYO1Ozjyb/9hdtuu42S4XmsXbuWz9d8xoz+M3jmmWeQJInrr78+6bw2NjY2NjZWHJXPf1VVFVu3bmXLli3a35WVlTidToYNG8a2bdt6Y60nnBPhM9hZVVVzmk49VmK7u9lZ1D7mvzsT6OZ1m+c2p5pUM8nYwv/oUavNNhxqpb6iiXBIIis3hdIxfRAEkS/XH+Crj2toPhwwZJNxeUVkWTIUVTIXZnKmCETaZa1NEExVWVVEJQ8+KMaGbHKjF53q4LE1m6q4CiJaQatmbwXIAmmtJbSmVyo/t5UgOgRaUiqRZZmwq9GwM6/65ae1ldDm2Zfgx+8O+wi5/PH16Hf+9etMcl1PmtiHVulwh/ckI1mROtXo1lNWVkZpaalmGKvB1PqUrnpstzkbm0Rsn3+b051eD/i1orm5mS1btrBt2zbmz5/fE0OedJyoD49kBkBHwl8lWR73jop0mcdX51ezrnRVoHd13Q888ICWhvLuu+/udNxvKmrF2cYjrRzY6SfQGiEjx0PpmFzamyN8/UkNe7bUGwJAEcCd4iDN56bdHyLQbtqht0B0JhfnnYl7vXi36t8d8S9LcqKBIcRzzTd7qmjLqMIVzEJGEf7pgRJaU6toTatSBLwY1Hb8VVeh1JYS2lJNQcAWOHASpeMUoh2lIO2MGTNmaClYu3q/OYtSshodHo+Hvn37WmbLqqioOOqqxzY2pyq2+D/5qayspKysjM2bNzNu3LgTvZxTju78jnXy9Renurq6w/aMjAymTp2qCf/9+/d3dWibTigtLU24JghCp8IfFHcac85th8PBtGnTmDZtmlZ91Yy6U//AAw8YhL/atyvMmzcvIWuIed1r167VhH80GmXt2rVdGvtUJxwOU76xli2rqinfWEs4HNbaJEmibq+fDf8o5/0Xv2L7B3tpqG9m5yc1/POJbbzxh81seL2Cze/sZd2L5bxw/6f864ntfP3vWpoPB42CWYZQW5SGA+0E2uJBraJTUER+Z0ldTO16D7OjygiT3DtGWa4UWzSJFWSJNckSSjYcQSa1uYRs/1jyWseRGSlBlpQMP6nNJaRGChFFJwIi7rBPEf7NJaS1ltCvabrh4QRB4IzSCfTJ7KtdsxL+5g/Uzj4XO+O8886zvG71wb1mzZoEY7qiooKlS5cCceEviiLBYJDKykqtTd9eWVnJhx9+yPLlyy3n7qjwm42NzTeL6667DkEQuPnmmxPa5s+fjyAIHVZQP1lQn+Ohhx4yXH/jjTeOKbvZvffeq1V7V/+cccYZhnsCgQDz58+nT58+pKenM2fOHGpra496zp6gyz7/Z511Fpdddhk/+tGPOOss6+iyxsZGXnrpJf6//+//48c//jE/+9nPemyhPUlbWxvDhw/ne9/7Hg8//PCJXk6HJPsilmVZ88XvrL95Z1EvspO5AZWWllJdXU00GjUIf7VvVwyAtWvXJuRn16/b7OOvf9ZT2fVHlmVaGwPs/fIwR/a34/SKDBiWTeHALERRZOM7FXyx7gCBljCyDKJDID3by+jp/Skc6GP9y19zcE+jId2j0w0ur5NASyRemCmWHSbcLhFuD8RvFjDklDfv9Is6W1AQkohs3Vj6/rIczylv1d4ZkhzfcZAlU8fYWMpzWwwqohgPsaas8EBy+qbicDloawwSCkSRnDKiQ6Co/1jGziqmeHgfZFnm7TffpeVwiJI+I0nLdJE/MJPnXtlMU1MjXq+XSZMmaTvhHbnaTZ482bD7rqZBha4VG1Px+XysWbMmqfEdCAS0SthW6Ivk+f1+7r33Xss1+P1+nnnmGc1tSCUajRrieVTUZ7facLCxsTlxnMgMeUVFRbz44ov88Y9/JCUlBVA+o55//nmKi4t7Zc7ewOv1smTJEn7yk5+Qnd1zWc5GjhzJqlWrtNdOp1Fa33777bz11lu8/PLLZGVlccstt3DFFVewfv36HltDd+my+N+xYwe//e1vmTVrFl6vl4kTJ9KvXz+8Xi8NDQ3s2LGDL774ggkTJvC73/2O73znO7257mPit7/9Ld/61rdO9DI6pbMduM6Eckc+/53t7KntqvA3++h3NG9na1d3H82xA+rfJ7sBEI1Gqats4tC+FgKtEVIzXWTlpZLTNw1Jktmyei9ff1JDe0tY2+ne9E4V2YVpON0OaiualOsxAQ8yTfXtbHhjN06Pg3a/cgogiMo9chQiIYiEFFGnLwoVjUiJfvWOuDoXRZASvEp0O96ikCjC9QrfrMElwJE8AtaQUMfKqpATXX2cXpGcwjQQoOFgK+FAXFALDkj3eeg7xEdKhoumQwEEEfIGZFA0IpvMnFTcqQ4l1uFgG7Isk9MvDV9BqhYILwgCF1/67YSlZGf76NMnJ+EErbS0lIqKCs11pqGhgZycHIPffUNDg8FnX/Xht/Ll17erqPd2FIMTCAQsx/N6vUyePNny/5de+Kv/dysqKpLOo/+/pjd6Dh48yPLly5Nm6wJs1yEbm+OImmgDjn+GvAkTJrB7925ee+015s6dC8Brr71GcXFxwgaGJEksWbKEJ598kpqaGoYOHcrdd9/NlVdeCUBDQwO33HIL7777Li0tLQwYMIBFixYZkhfs2bOH22+/nU8++YQhQ4bw+OOPM3ny5GN+jpkzZ1JeXs7ixYv53e9+d8zjqTidTgoLCy3bGhsb+etf/8rzzz/P+eefDyhFVIcPH87HH398wrRol8V/nz59eOSRR/jtb3/LW2+9xYcffkhVVRXt7e3k5uYyd+5cZs+ezahRo3pzvcfMrl27+Oqrr7jkkkvYvn37CV3L008/TWNjo6HKrcozzzyT4FKgCvClS5dqgsD8YaDuAKipPFWsdtfNWAUEy7KsiRT9LuGaNWvYsGEDHo+HnByjgNKvT79uvbhQ/dLMz62+1u+oHk9kWaa9OcSRg63469oItIRxpzrJG5BOfmkm+3f62bKqmrrKJiXDTSyLjNvjICs/BVEUOLyvhUhYEbiCA5BACsPhva3aPIJDEemqX7ssyETbZcLtynOLLuXDHhmismRw5dHvvIuCQLQ7W+/KQ5q2703o20wZfGQBiKLkuJexNA4kSTacCDhdArnF6TQfCdLWFDIYK94MBwPH5jNq2gBy+qVSV9lE/d4mGg8F8aQ6yS/OoP8wH9GgUjnX6RLxpDkTjmlz+qaT0ze9W29Dskw56g5aMuNTkiSysrLIzs6muLiY6upqgyG7dOlS2tvbCYVCyLKM1+vF7/drX84ffPABkUiExkZjClFzJWOPx0N2dnaC+A8EAlRWVjJjxoyk/5eTGSFWrFmzhvfff98wt+o2pM/W1VnyARsbm97DanPseGbIu+GGG3j66ac18f+3v/2N66+/nvfff99w3+LFi3n22Wd5/PHHGTJkCOvWrePaa68lLy+PadOmcffdd7Njxw7efvttcnNzKS8vp7293TDGXXfdxcMPP8yQIUO46667uOaaaygvL0/YUe8uDoeDBx98kB/84Af87Gc/Y8CAAQn3VFdXM2LEiA7HWbRoEYsWLdJe79q1S9sMnzx5MosXL9ZORDZu3Eg4HGbmzJna/WeccQbFxcVs2LDh5Bf/KikpKVx55ZWaFdeTrFu3jt///vds3LiRgwcP8vrrr3PZZZcZ7lm2bBm///3vqampYezYsfzpT3/i7LPP7vIcd9xxB7///e/56KOPenj13UcURfx+v7YTrgpoqy9ZfWDf+PHjDV/6mzdvNnwQ+Hw+Tfj7fD5L48IsNNQPD6u5/X6/IS2nSiAQ0ETMM888o50M6EWH1+vV1q3uqKrrSnZc2JMfYrIsE2yNJAjHUCjE15/UcmhfK540F4Mn9MGb5mHP5np2bazjyIEWTYgjgjvFSUaOh1BblLbmINGIIn4FUfFBD7VHqd/bEhfEAjhdoiaCI2HJIJQdDqVNcAhIUSlBZBvSt5ozX0rqiUFiW1eQpLjrj2Te9Se2M69354kFDUdDEpIsK25COgHv9AqUjOzDob0tNB4KGFxzvOlOhk3uy/iZxbhTRSq2HOLQvhakqERuUTr5xVmGXfq+g7LpOyjxONbl6v5zHi3dLXq2Zs0aSktLtbbbbrsNUIz72tpaAoFAwgmXlYFcUVFhyPgTDAaTiu2KigoaGhqSrvO2225LmEPFyjDoKO/DmjVr2Lx5c0IfQRDsmhw2NscRvQGgJgs4Xhnyrr32WhYuXKjV8Fm/fj0vvviiQfwHg0EefPBBVq1ape3UDxw4kA8//JAnnoBK4sMAALVpSURBVHiCadOmUV1dzfjx4znzzDMB65jGO+64g4svvhiA++67j5EjR1JeXp7gS380XH755YwbN45f//rX/PWvf01o79evH1u2bOlwjJycHO3nSZMmsXz5coYNG8bBgwe57777mDp1Ktu3bycjI4Oamhrcbjc+n88wRkFBATU1Ncf8PEfLsZlRKLtgy5cv54YbbjjmxbS2tjJ27FhuuOEGrrjiioT2FStWsGDBAh5//HEmTZrE0qVLmT17Njt37iQ/Px+AcePGWfrdvvvuu/z73/9m6NChDB06tEviPxgMGnbPm5qajuHpEtHvhldUVPDMM88AGASy6h7QUXCv3+/Xvuit3AtU9Lv+JSUllJWVaXn71Q8PVZAXFxcjiiIVFRWai44qUNTdQHUur9erBR6qr1VfZfUDwHw02RP+iZIk0VDTysE9fprqAnjTnRQO9FFQlokgCOzbeYSvP66hrSlMSqaL/OIMsvLTOLC7ga/WH6S9JaKJ1C3vVpGS4UIURNpbQkRCslpnClmGUFuEw62x3yshFvgqCrHMNzLRiCkzjVmUJ/jOy9rutegQiUa6ftJh0GlCotO9FJXjPv+qH47+FgvXG4dTOY3Q0n3Gml1eUcvz/9nblRze10I4GNXiCnyFqUz6j4GUjcojEomwd8cR9u9sIBKWyC9Np3hELmlZXu1ZT8eCVMl+j6+//vqkfrq33XYbDzzwAJIkaUZxR6dz6tG63hjw+/1J4wweeuihpPEC2dnZCRsIKvpYAj1Wrkf6teizCG3ZsoVgMGiIo1Cx6xPY2Bwb06ZN04R/dxJwHCt5eXlcfPHFLF++HFmWufjii8nNzTXcU15eTltbG7NmzTJcD4VCjB8/HoCf/vSnzJkzh02bNnHhhRdy2WWXMWXKFMP9Y8aM0X7u21dJwlBXV2cp/m+++WaeffZZ7XVLS0unz7JkyRLOP/987rjjjoQ2p9PJ4MGDOx1D5aKLLjKse9KkSZSUlPDSSy9x4403dnmc480xi39RFHniiSd6RPxfdNFFhjfSzCOPPMJNN92kfXE8/vjjvPXWW/ztb3/T8l13ZLF9/PHHvPjii7z88su0tLQQDofJzMzknnvusbx/8eLF3HfffUf/QF3AbAComPPqWwXJQvwIUP1yVv/Wt+t3CdS2ZB8Y5i9r/Zz69VmdFKhzq77KqsA4mh0KvbBv84dwpzjp0z+dPv3SSclwc2hfC5tXVlH9xWGCuiw2TpdIVmEKclTCX9seD5oVoPqLw3gz3Phr2rX7BYcipqUItDaEtXsFh5LSUhAEJElC0u1mIyt9HA41W44QOwHQq/tOHrCrnjoWO/t68S9Lknb6oB/bIO4FJU4gKz+FcECi1W/MCORJc1I8MoexFxSBICWt8Nt/mI/aiiZqK5sQEMgvTaegLEvLJuV0Oikbk0/ZmPwuPtzpT0cG7t133215bD9t2jTDTrv+1M98MpcswDiZ8IfEzQU9kiR1GGhsHl/dtNB/BqjuTGvXrtWef+3atdozCYLA008/nWAA2PUJbGw6xypD3vEyAG644QZuueUWQPHCMKMK77feeov+/fsb2tTvkYsuuoiqqir++c9/snLlSi644ALmz59vSL7i0h31qhtHyVyB77//fksR3xHnnXces2fPZuHChQmZio7G7UePz+dj6NChlJeXA1BYWEgoFNI2Z1Vqa2uTxgkcD45Z/AOceeaZPPbYY9ovRW8QCoXYuHEjCxcu1K6JosjMmTPZsGFDl8ZYvHgxixcvBmD58uVs3749qfAHWLhwIQsWLNBeNzU1UVRUdJRPkJx58+Zp2TpUrHYCrUS0VZ5ws8hes2ZNl4R/MvQ7DYBht2HevHncd999CW4DqutDsh0K1R0nEAhRW9FEw8E2BIfAgKFZOFwOtr23j31fHqG9NaIFxzpdIr6+qQwY5qN2TxN1Vc1Ew7Ih800kJHG4WudbLyp/JAkCLVECLXHfQodTUHLKm91yYi7xar55URSRJalDvd7dTGGSLOPQKfsE8R47kVHmF4hGjYZFJCQpmXrU9TogMzeFaDhKqz9kyPPvTXMwaEI+Z36nDEHAssJvdmGaNl9BsXUWBIfDQb/B2fQb3HNZEr7pJIsvyMrKorm5mYyMDMOpnzl2RsW8GZAMdWe/s0Dj7hQE7MiYeOihhxKCk2VZTkhzpz6Tx+OhsrKSgQMHnpCsJjY2JzMnOkPet7/9bUKhEIIgMHv27IT2ESNG4PF4qK6u7nA9eXl5zJs3j3nz5jF16lR+8YtfHHXmxfz8fM3zozs89NBDjBs3jmHDhhmud9ftx0xLSwu7d+/mhz/8IQATJ07E5XKxevVq5syZA8DOnTuprq7ukSDmo6Vb4r+trY3U1NSE6/v27ePtt9/m4YcfZsqUKYwePZrRo0fz3e9+t8cWeujQIaLRKAUFBYbrBQUFfPXVVz02jx6Px6NZq72J6u6jRxAEw06glYi2SuMJSqGMnvwgMM+j322wSucJyjOVlJQQjUYRBZFoNMqK5f/Ddy6biYDIob0tlG+qo+qLwwRbwppY3eRQctBLUVnbbVdFbiQkcXhfC/66NqSIpOzqi8oOvCLiZcVdR4foFBEExcc9EtRHzRrz1Hcp5aUO860JfWWja4+5gxyFqCAhChCNKO2iAzzpTtobI0hhkEVJCbKV4mtM9bkItIaJhtFSfnrTnAyckM+ZF5UQCUqWFX7TfSnaWgaN9zJovPH/kc2JoSOXoWTMmzePxYsXEwwGLWN6rFyG9EZDMtcePQcOHOjGUyhYxRcEAgFLgyQQCGhxQnpjJhgM0tjYaClo1Pts4W/zTSTZKSEcvwx5DoeDL7/8UvvZTEZGBnfccQe33347kiRx7rnn0tjYyPr168nMzGTevHncc889TJw4kZEjRxIMBnnzzTcZPnx4r67bitGjRzN37lweffRRw/Xuuv3ccccdXHLJJZSUlHDgwAF+/etf43A4uOaaawBlI+fGG29kwYIF5OTkkJmZya233srkyZNPaNbJbon/rKwsDh48mODn9Y9//ANQLJ4vvviCzz//nFWrVvWo+O9pulOUYtmyZSxbtqzLlTi7g/6LT7/bJsuyIYjWqhCWGtxr/tJVj+L1ub3Vvt39kNDvLEwc/S1kGTZt/1hzA6qsrMTtchMKh7Q+HrdHc2NKbyshpamE1rQqvqzcxL6HGijLG4U3zcW+nUe0oFo1gFWKxnLTQ8yvPB78KkUV95tIe1y4OJzoKspaJJ3XZ7ZR88STeJsZs5hPGFlQgmVVn385lsBeEEGOeWJEwzKCQzYEwAoiuL0OwuEoUgTUR3V5REbN6M+QiYWJef4F8GY4GXv+AEaeO8Cywq9e3GcXpjFwlO16czrzrW99yzKWYNq0aVRUVOD3+7VAffXkwOrUQHXxMX+O6GOduktX3IZA+Zwyn3gCWtyQ3mjYsGGDNuamTZsSntuuXGxzupPslPB4Z8jrrDryAw88QF5eHosXL2bPnj34fD4mTJigucm43W4WLlxIZWUlKSkpTJ06lRdffPF4LD2B+++/nxUrVhzTGPv27eOaa67h8OHD5OXlce655/Lxxx+Tl5en3fPHP/4RURSZM2cOwWCQ2bNn8+c///lYl39MCHJHaR5MiKJITU2NdsQydepUXnnllYTd+B5ZmCAYsv2EQiFSU1N55ZVXDBmA5s2bh9/v1wyQ3qSny4NbCf8ZM2YYigipX8pWx3z6L+yOjv2t+qrXotEoNXv87P3KT6AlTFael6LhOWQXpvH+e2v5YP06APowhIxACaJTpCWlkrrw1wAIkogsSogRD30OTcKfvZWwJ57C0BXMIrtxLAjQ4q2iLaOK1OYSMiMlRGP2gtMtxlxd5MQc8G5RlzgeIhHJUCXW4QIhZhzIskzUtPOvBLJa58TXxo652eiLaiHE3IJiPv/IseBZnTsNxE4MYtecHoH0LA+edBeNde0E2iLa/aJLEeWFAzNpPhSguSFAuD0KokifvilM+E4J/QYqR4mSJHFofxO7Nx0i2B4ht38aQycV4Ha7E/5tbWys6KggkDkw36qGhx6zmO/s5GDGjBkJqUNVuuNO1JER4fV6tTgv/boFQUAURe6+++6EPnaw8Tebnv7+7i6BQECL47Oq4G1jc6x053fsmHz+t2zZQmtra+c39gBut5uJEyeyevVqTfxLksTq1at7NdYAem/nX5IkPB4PkUjE4OOvD6T1+/14PB7DMZ+6497c3AygBZGo9+gz8ng8HhoPtbLx3UpcLf04o3g8X1VvZuPGTTTUthCpyKdub7O2Ww0guveQ1z8Dv7MeUfLgCHsRG/rSSggEaM8M4nB7iAohg/AHcIV8RJwtyI4oYsSDLMiIMRGdFS6DZkCQicY2FkU1rkfA7FkTe49kQ9EqM7Ic7ydY7PzH4nqVdsHYqrnlWA0vQzQiIyArfQRwOgVSMly4U120HA4QDEQV4R/L85/dL40hE/MZNCEfkJNW+G1vDtFQ04YUlUnP9sTqA8RTe4qiSH6Rj/wiX9LntrHpiI52v8eOHYsoiuzZswdRFLWTAX2gsflEQBXtXdnV7yju4ODBgx3WJ9DT0TyBQCAhnkBNXxyNRrVTUxV9TIGNjY3NN50eCfjtKVpaWrQIaVBE7JYtW8jJyaG4uJgFCxYwb948zjzzTM4++2yWLl1Ka2trr+/kzJ8/n/nz52s7Bz3F9ddfz/LlyzWhrvfV1+fED4VChn5lZWVUVlYiSRJut0erFbBv52FGDjqTYNsuHKKDqBQlGAyydcs29tarVmAGrpwsmpoa+Xz7NjxtBaRFSg3jSyGorWimNb0Vh8tL2NNIa1oV6e0lSnsEoimKeleFv+iAltRq2tKUnf2w248syGQ3jANXXF2nt5eYClbplHcXgmYFYoWmYipeioIgyDHXH4tDLF09A3Ol22hERogVq1LXlOpz4U1z0XwkQLg9FuQby/NfUJLBuJnF9B/mS1rhNyXDrT3T8MmJBUQAUjM9pGbaIsTmxKAaBlanAqphoAac61MB608qu1NETE8gENDcFs10VLkYSEhrao4n0J80qK6PZlenZNmR7EBiGxubbxLddvt55JFHOO+88xg9ejQ5OTls3bqVgQMH9shi3n//fcsP33nz5rF8+XIAHnvsMa3I17hx43j00UeZNGlSj8zfGb1xbGg+ai8rKzP46qsU5vZnVOF5lB/8nMrD23G7PYRCQUScSMS/0MSIB8mZ6K/rCmbhaxhLa5rieqOS2lxCWmsJolMRrGrFWUC71xXMIuxpJK21hPT2Uo5kbDG49qS2lCAIAq1plaS1lCDLaO49aa0lONyilo7e7NqjVbIl5rYTlg0aXnDECmKh+PzLEohuAVEQCIckLROQFrBr9tUXiQfNyuBwCRQOzuLIvhZDnn/RCYWDsjhnzhDSfZ6kFX6tgpxsbL4JrFmzhqqqKsrKygw++OpnllUhMIjvyHeFsrIyqqurk56ydsdtKBnmIGn1M9jj8eD1esnOzraMCbMNhFMb2+3H5nSnO79j3RL/06ZNY8uWLTQ3N+NyuYhEIvzgBz9g6tSpjB8/njFjxpyWx6p6t5+vv/66xz883n///YQS2Sqjh55F+Ve7aRePaD4sqhh3RL1EHYEOBb8r5IuLfb0PDHHhr6TD1Il/nYjWDICQj7Dbb1iDYWwgrbUUkGlNiwt/UAS3mlJTikoJO/BOj6jlzpcko1++Vmgrtn7RAZl9Uug3zEd7U4gD5X7LPP8C4K9tJRI7NBEESMtyM352MWOmF1tW+O3TL9NYWdfGxsaSP/7xj7S0tFBcXKy516hxBnp/f6t6IEdLsuBkq3u6QlfipFRUA6G0tLRbySJsTh5s8W9zutNr4l9l165dbNy4kU2bNml/1GqTw4cPZ+vWrUe9+JOZ3vjwqN/bzOaVVXz+9Wc0eysNbVnhgaS2FhEJyNQXrIurYCEu3LUAW5OwR4a82vMAaE2voi29yjC2Xpyr1VohUfwDtKVX0ZpeFZ9DN3Z9wQcgxG6WBRBk49iA6FIr4SrpOpF1+ffVormmHXrRraTwDAflhDz/Z0wqZPDEAv5/9t48Pqr63v9/nTmTWSDLTMISspkJiwoqEIxZBAEBlXr9XhEXXG5R77XVH2gxVap2cWvFpUWE0trSurRWURHtvVptKauQBAIBrWKFJBOSkIQlmckCmZnMzPn9cfL5zOdskwkkJMDn+XjwIHP2M5nMeb13e0Jc1Am/zQ3tqP1XCwK+EFIyhsI1aZhieAiHw+l7Xn75ZbS2tmoENJviSDCKdBphNNGYrPvJT35CC5rVWK1WhEIhw/3V6DVKEAQBM2bM4DMIzkK4+Oec6/R7we/YsWMxduxYLFiwgC5zu93YvXs39u7deyqHPC85VteOkg8q0VTlRcgiAarf1clwMyy+DJwYekgh/CGBimuHZ2LEMGARZK/90BMX6DSlh0Kc98SQExdoruHE0G5jQpCo6Cc/q48dDkqQTFJE2Ityio09wYLDB72KPv+mOGB4RgIu/49sJDhthhN+SV59SloCUtISdK97eEYShmf0XY0Gh8PpmUmTJul2Grr77rsVwpxtQ8p2OCOwU8IJ0YR7MBjE888/j1GjRumKfyL8ezIgyDr1ZHQCn0HA4XDOdvqs4NflcsHlcuGWW27pq0Oe04TDYVTuaUJzQztarTUazzwAdFlb0TxsJ8JmP+ICSeiyRDz8XucXcHgmwuv8QuPxJ69PJhxCl8WryM8HlPvTfVhUr72OLxTCP86fRNN9hrRfQM8lH1tO+0nwXwCz1YyAPwgE5aFWEADLUBFjp8jTZs1mUXfCb2qOg+bWGwl7DoczOOmp0xBp4sB248nKyoLH46Gi3eFw0CnhAAzrCdQQz5cePQl/YoywE8vVwl+SJIiiqDAA2JQmvRaoPCLA4XAGG6eU9nO+0R85/94jJ7Hl7X+jqulLtNtr6HI5bx44MTSyTAiJkMQQhp7IRnznBbTgliyPbGeGJAYNawDYnHwgUgRshBAHeBK+QJel1bBg2BZ2wmfyaIyAzKTx+I+broVJBGq+bIGvw4+kEUPgmjQM8Ul2ZZcfDofDQWzzCcjAQiB63r4e7L56GB1PXbRMagvUy0VRxFVXXUXFPjEMbDYbRo4cyWcMDCA87YdzrnPG+vyfL/RHq09/ZxBdgTB8Zg9dRsQ9IHuYSDRAEkMY2nEB4n3dqT7eiTg+bIcs/MMCYJIQ509CcvskahioDYAh7RdgyIks+Xjh7qiAtRWBlHpYPRmK9psmCzA8PQHt1hoc9bbC0uVAUutlMImAM+wCTO04GW7pLrzzYOJFeRgVfxHCgRAOdwyDt/Mo6hr34981IzF9+nSeesPhcGIilvkEZI6JuqaA7UBEjjV9+nRFqlFPs1o2b94Ml8ulWU4EPokckPOofWdkijor/AH5oXzkyBHdc/LhYxwO50zDxf8AYbWbEWcxwRp0QAoD1qCDCn8AGHpSztX32ZsghmwY0nEB/W0JAiCGhiIs+WEKW2HxOzH0xAUIQ6KpQJIgIS5kR1Dwwe5Lhb1b+ANAQuACDBEtQHw7xlyYikvHTtSd8Lvpn21Il6bikjG58B7pRDgMpKQNwYjsadi+fTuqq6sVLfNkxgGIhLo5HA6nLyCGQTgchsvlUnzvTJ8+HdXV1aitrYUkSQrDYMmSJYZFwIC2iDhaV6Jp06ZpjAw99CIHPp+vx+FjRpGPzZs3o7a2FllZWRoDiacVcc4Vampq4HK5sHfvXkyaNGmgL+echqf99IK+DBuGw2Hs/N8qfFPSiM52ud+8yQyQ5PpwCLozqxSYAItdRKgrjFCACT1bBCSnDsWFBalwTRqGjhYfGqvb4O/ogj3RgmEZ2sJZDofDOduJljZEuhARZs6cSWsJzGYzRFGE369Nl2TJzs6GIAi9alvqcrnQ2NiomIugHj4GAElJScjNzaWRAyBiiHi9XjppmTUeSCcidRSEo4Wn/Zwad999N9588018//vfx6uvvqpYt2jRIvzmN79RzGI6HfpT/JP7WLZsGR577DG6/KOPPsK8efNinkWiZtu2bXjppZewZ88eNDY24sMPP8SNN96o2EaSJDz55JNYs2YNvF4vrrzySvz2t7/F2LFj6TYtLS148MEH8X//938wmUyYP38+XnnlFcTHx8d8LTztp49hc/77CpPJhDFTUnG0pgNNVV4Eu6TutpfKD6DFJkC0iPJAKsaRbos348KCVFxYkApfRxea6zvg93XBarcgJX2oQtwnJg9B2pjkPrt2DofDGYxE834TR4fVakVRURGmT5+uSAuKj49HIBDQiAC2TkDdqjQW2GntgCzon3rqKc12xDCZOXOmbg0DGXC2detWRQtSLvzPD6qrX4EgmOByPahZ53avgiSFkZPzg345d2ZmJtauXYuXX34ZdrsdgCw03377bWRlZfWw9+DBZrPhhRdewPe//304nc4+OeaJEycwceJE3Hvvvbjpppt0t3nxxRexcuVKvPnmm3C5XPjpT3+Ka6+9Fvv376ci/c4770RjYyM2bNiArq4u3HPPPfje976Ht99+u0+uUw2faBQDixYtwv79+1FeXt6nxx2emYCi+WPgmjwcliHKX4VgApxpdky/82J897kizL3/EkycnY4JV43CzO+Ow20/ycOV88dieEYiMi9KwaTZFyD/P8Zg0qwsZF6UgiGJVu7V16G6+hW43at017ndq1Bd/coZviIOh3MmkCQJDocDjz/+uEIsL1myBA6HA52dnZAkSTPo76qrrjqtlJpYi5HJtnoGhs1moyk/mzdvxrPPPhuz8N+8eTO2bt2qu049YZ4zeBEEE6rdKzTPL7d7FardKyAI/SfncnNzkZmZifXr19Nl69evR1ZWFiZPnqzYNhwOY9myZXC5XLDb7Zg4cSLWrVtH13s8Htx5550YPnw47HY7xo4di9dff11xjOrqasycORNDhgzBxIkTUVpa2if3MXv2bKSmpmLZsmV9cjwAmDt3Ln7+859j3rx5uuslScKKFSvwk5/8BP/5n/+Jyy67DH/605/Q0NCAjz76CADwzTff4LPPPsMf/vAH5OfnY+rUqVi1ahXWrl2LhoaGPrtWFu75H2CGZyZg9t3j4Wk6gYZqL1oaTsJiNSE1JwmZFyfDbJZ/RTmXjUDOZSMG+Gr7n+rqV9DQ+AEECEhLu1nh5XC7V6GhcR0gSZAgQRBMSBul3Ka6+hW4a34NQIAre5HCE+J2r4K7ZhUACR7PTuTmvkXX7am4A17vTgACauteR2LCJXQ9Oa/ffxSS1AVRjEdW5j0KL0xFxV1oa/8KCfEXy0UZEDAl9y+a++tvDw2Hw9Hn4YcfNlxH5gnMnDlTUVAMgC5X1wYQT3y09qEEs9mMadOm6Qpth8MBh8NBRb9eSpHP56MtUkkkQhRFTJ8+HZs3b8YXX3yBpKQkTdHw1q1bsW/fPhpVMJpazBn8kGdNtXsFfU2Ef45riW5EoC+599578frrr+POO+8EALz22mu45557sGXLFsV2y5Ytw1tvvYVXX30VY8eOxbZt23DXXXdh+PDhmD59On76059i//79+PTTTzFs2DBUVlais7NTcYwf//jH+OUvf4mxY8fixz/+MW6//XZUVlZSPXSqiKKI5557DnfccQceeughZGRkaLapra3F+PHjox7niSeewBNPPBHTOd1uN5qamjB79my6LCkpCfn5+SgtLcWCBQtQWloKh8OByy+/nG4ze/ZsmEwm7Ny509CwOB24+B8EmEymqMOqzlX0wpiCYILff1her/MlF0GujWC3AYBDtb8DyY9y16yiIlu9v8dbioqKu5Cb+xbc7lXdwh8AJIRC7XS905mvOi8QCrWjrv4NBINt8rE8O+Hxyp4Jb2s5SOqW272KXpdsePwGkhSA01GoeS/c7lVo8ZQCkoTk5KIBCe1yOOcrpGB2+vTpugXF4XAYQ4cORXt7O13PDvXqyXseDAYNvZdOpxPZ2dlRU4pIPQIxDIgBsHXrVmzbto2mKrE1D0Tcs8XEbrcbd999t8Ljb1QIzQuJBx+sAUCeJ2dC+APAXXfdhccffxyHDsldCHfs2IG1a9cqxL/f78dzzz2Hf/7znygslJ9zOTk52L59O373u99h+vTpqK2txeTJk6nQ1TM+H3nkEVx//fUAgKeffhoTJkxAZWUlLrrootO+j3nz5mHSpEl48skn8cc//lGzPi0tDfv27Yt6jOTk2NOom5qaAAAjR45ULB85ciRd19TUhBEjlM5ds9mM5ORkuk1fw8U/Z8AgYUwg8qXmcj2IhsZ18PnqAchfcqy4jhDJyyXHqK17DeGwX7HN1m2TkZV5r0bAA7IBsHHTOAD6tRweb6nOeWWCwTaYzYmK4wqCCEmSj2UyWRXr1IaH2jBg13tbdwGA4gu9ouKu7msRdfM+ifHgdORz44DD6SWswFWLXWIEkJQbk8mEcDiM7Oxs6nnPzs5GY2Mj7HY7nE6nxntvMpkMOwS53W54PB7ddQC6Wyp7FTVnWVlZyM7OVhgdXq8XtbW1NHKhF0GoqanBs88+qziW1+uldQQEtp6AM7hwuR6kwl8QLGdE+APA8OHDcf311+ONN96AJEm4/vrrMWzYMMU2lZWVOHnyJObMmaNYHggEaHrQAw88gPnz56OiogLXXHMNbrzxRhQVFSm2v+yyy+jPo0aNAgAcPXpUV/zff//9eOutSBS/o6Ojx3t54YUXcPXVV+ORRx7RrDObzRgzZkyPxzjb4eI/Bvqj4PdsJpbCo4bGdQgGO3BB1r2atJyI11yE01GoEL4tnlIq/AlqAe50FKLTVw+fry5yXJW4J0I8GGzTrDObE6nXXi38nY5CQ8GvXh85hgwR/gAQDvs1BgCLkWGgXuZyPYgdJdOZ9ySkiYg0NLwPX3e0xOdr0KQ6SVIYXm85JCmEKVPeMbw3DocTHT0xzC5jPersALCe2h5Hm148efJkhZi32Wxwu9264t7tdmu6EdntdkUXI/VzzOVyKSYW80LiwY38nS4Lf0kKKBxJ/c29996LxYsXA5B1kRoivD/55BOkp6cr1pEI1Ny5c3Ho0CH87W9/w4YNGzBr1iwsWrQIv/zlL+m2cXFx9GdSu2j0N/TMM8/oivhoXHXVVbj22mvx+OOP4+6771as6+u0n9TUVADAkSNHqCFDXpOORqmpqTh69Khiv2AwiJaWFrp/X8PFfwz0x5CvswWj1Jxq9wrU1r2G+PiLMSVXrkYnHmynoxB+/xGohSoARboMEILHW6oxAKLhdBTC6cyHx10Kmy1TYQAQjJYDoCHSrdsma8Q7Wbdp88WQpIDhvtoUJOU2DY0fwOerU0UhZFjDo6d7rnavQLV7FfQiE0YREZ+vTpHOVO1eQc8pigma3yebSsTTijicU4cV/qQlp15BrcPhwJIlS2Iutt28eTOSkpLgcDjQ3t6uiSC4XC40NDRQgc92KxIEAV6vl0YP1MycORPhcBgejwebN2/Gtm3bEAqFqPB/44034PV6MXHiRD5fYBCgzvFnn0VnwgC47rrrEAgEIAgCrr32Ws368ePHw2q1ora2NqrhOHz4cCxcuBALFy7EtGnT8OijjyrEf28YMWKEJmUmFp5//nlMmjQJF154oWJ5X6f9uFwupKamYuPGjVTst7W1YefOnXjggQcAAIWFhfB6vdizZw+mTJkCANi0aRPC4TDy8/Njv6lewMU/x5Dq6lfQ2LSeep3Z1JyaQ79FMNgGr3cndpTMQNqo+VT4qwUp+XJqaPxAIbiJd17P024k4Dt9dfC4S+mX38ZNozXbpI2ab5AqFPGWq4U/IOfuA9AV/mS9y/Ug3c6IK4u2YOOmMdAb1JCVea/hteW4luisM442GUUoPN5S7CiZAZ+vTmFshEIdqKt7HcFQO92W/M6IweNwFGiOV1FxF48acDg9QLztbC9+IoCIyLfZbFiyZAldR1J0CDabDT6fj0YNyP8dHR0IhUK6Ip54+/UghoC6oJLl0KFDignIpJB469at9Nq++OIL3QgHiRpwA6D/0Svu1SsC7k9EUcQ333xDf1aTkJCARx55BA8//DDC4TCmTp2K1tZW7NixA4mJiVi4cCF+9rOfYcqUKZgwYQL8fj8+/vhjXHzxxf163XpceumluPPOO7Fy5UrF8t6m/XR0dKCyspK+drvdtDg/KysLgiBgyZIl+PnPf46xY8fSVp9paWl0HsDFF1+M6667Dvfddx9effVVdHV1YfHixViwYAHS0tL65H7VcPHPMUQQTIrce0D+cqmouEvh1fb56gyFP4H1cpvNiYZ5+Owx9ZfXw+kopN77ns6lZvOW8boeeSB6jj9ZrxcxIJAaANk40B8YQt4nNeSeyPurdx3KdKXokPdPub1EhT95j9S/M5/vsOI4xIgAQCMKLGyXI24ccM5nLrjgAk2hMBAR+QA0KQak+LaiogJ+vx8+n08TNSAGASky1qOnAUVGw8uIgGcJhUKKAWQkekCmE5PrcjgccLvdPZ779ddfh8lkUgwnI7z55pu0fsJoOBuPMMhIUli3uJe8lqToqWV9RU8D0p599lkMHz4cy5YtQ3V1NRwOB3Jzc2majMViweOPP46amhrY7XZMmzYNa9euPROXruGZZ57Bu+++e1rH2L17t+KzWVxcDACKwWdLly7FiRMn8L3vfQ9erxdTp07FZ599phjE9Ze//AWLFy/GrFmz6JAvtWHSl/AJv71goCcEDgTaFBcRxBtt5J03maxUYOttM+vqKgAwTK/RInf2MToH0LMwNlrPpunoYWTQqM/f0/Ke1pFriSb+c1xLUO1+BXqGRbRUp97idBQiN/cthfBnz3Nl0RYAUF2nCIfjcpoCRnC7V+Fww/uw2zN561MOxwDWk643wdflcqGurq7HlqKxwA4tA5S1CWqI4aHelo1AqK+Zvfbq6mocOXJEYdQQyHA1h8OhaLVqVHh8uvUHA/38Plsn/HLOHnrzGePivxcM9JdHX0Jyv1taSiAIosKjSwRZY9N6SJKE9LRbNN50p6MQEiR4vWW6x7fZMmG3ZRiKWCCahz5iYOgJfzVErOqJZvZcagOA9aJs3ToZwZB+DYDbvQq1ta8x6yPX1NO96BUnG9/r6Yn4nmodohk50RFgEiwISxGDLtrv1qiLEWs4sOtttkxIUgjpabfyFqec8xK2RaearVu3Yu/evfB6vbDZbOjq6jrl5hMul0vTJYhdpxdZMKoXYPcxMlrU+5LtiPAnxyedYFihT6IP2dnZmojJqTDQz28u/jn9DRf/fQzb7efAgQPnhPgnQ62IYCQCOjIt0EK98rLHWb/w1Mgz7sp+SFXcq4VtjdkTapEtCBZYLMMxxJ6lMFwi3moBNmsarrxyGwBWiJoASHA4rtB4qXeUzIDffwRWy3Ckpd2iEaJ7Ku6Q02IkCT7/YY3QZbvukPeGXJueF53cl1ENgIzSODhVSKG0kZFiFBlR/o5iu5ZoBpHZnIjpV+1lPmfy8UlUhDUQ2M5QNlsmbNZRNLWItzblnE+Q1Bkj4Q5EWpFGg3jyWVEezfMPyH3Y1R2EyPnC4TC++OIL6sFnC5nJOaIZD+w6dmYCe0191XWIi3/OuQ4X//3EQH959CWsV5YYAHqe42h5/NG91FqPvdH2PbXXBJRe+BZPGbzeMt38x1jakJ6uWIx2ju07rkIgcAyOpCma/Hg2usAKZCMDgNyfkeEQS1REzan8PnuKbvSmFoFFa/zJ90MMAPV922wZuLJoq+Kz63QUwuHI4wYA55zHSFQTQa9O0SGo03xYXC4XJEmKOmDM6LikVsDtdmu2UV+jXlRBb0DazJkzsWXLFir8jVKKToWBfn5z8c/pb3rzGeMFv+cpbJcA4ilnhZa+p1gpNsn2+rnske2MvdsinI4r4PGWUoHZ4iml03at1nSkp91Cr5NcNzEC9AqcoonAvuqEEO0cU7sjDWrc7lUIhtrgcOQj2VmonH3QbQBIkNDe/jVCoXaFYTMqdZ4mitKzYaCHENXIMjqOx7MTublvGaYNEc+80f5G67RRH4leh14XJ7//qCK1SxQT4fGWwtu6B15vucIIIJ8PQTDxlCHOWY9a+KuLgs1ms0J8s2LbSPgTjzrb1UePaMPJADlyoN7G6/XCbDbD6/XS8zz11FOKbWpqaqiwJwaAOnKhN/2Vw+GcPlz8n8co24QpPcgkBUiJBEBEjutBxigQFOka6rx7my2TphGxy0alzqPzAtQefCL+01WpN2oD4Gwilk4NU3L/ohtVIMKVGADscfQ85ICRt14dJYgtctBTlyOTyar7uwegSCszMjxiifwAcgtWsh1rUJDlnb56Oq9Avm85TclsToTHU4bk5CJFmhZJG+IGAmewQ7rdVFdXw+l0KlqJqqf5sqI+WhpQTU2NohORkfeeTcFhi3MJkiTBbDZripGDwSAcDgemT5+OFStWaM7vdrtpByFAKfwFQcCMGTMUw8c4HE7fwcU/R5eKirvgcOTB4ciH17sLEZHY3enHmg5/4DgkSZmnnZv7Fu3iQ/K0/f4jdCKhI2kKJCmEnJwfoLr6FY0gJiKZ/Ew40+3M+ppYIxJG25HleulGo1LnobFxPQAJNnsmkp0Fim1aPGVoba1QdFYyjhwQg0CZ3x8trScc9hsaB0T4O535UecS9Fz7oD2u3jLl/YTotfv8jbpTlVtb90KSAvQzR+BFxpzBBEmR0RPBWVlZijQZsg1rGOil/hDxfcEFF+jm9Hu9XlitVkWbUK/Xiy1btii2M5lMhl2IlixZoijuVaf6kGtQw+b7cwOAw+l7eM5/LxjonEGWvshtN5pUy3prATJMShaDxEtL/o/WwcVmHYXk5CJFAbGe95vT/+zZczs6TvxbEzkAtLMPemo5eqodiYwKvE0mK2bO2G94vp5apMaKUYRBFBORkDCeGk2kGF4QLLBahqMr2IaEhPGYkvs2rTlxOq6Qu2XxomPOIEWv445enr3a469nKBh1CSIefz3Pv/rYbOEuG5VgDQx18TG53r7o8z/Qz2+e88/pb3jBbz8x0F8eLERkOxwFCk8vOwWwxVOKzs56TfoMoO7Rrs3xF8VEhLqLU9WdgIj4M4uJCIbaNOvVBoJ6FDk3AAYGI4NRnuT8IXy+Os3vhv2c2GwZILUh0boHxZrGw3I6Av9Uzncqx2KNHvbvQxQTqHEA8JQizuCAtA+tqKhAa2urRnyrpwsD0LTZBBC1aDc7Oxter1e3mw8xImw2GwoLCzWee7aFKRAp7lWnK/FuPxxObPCC3/MANl+f7bVPxDUQyZ1Xj/52u1dRgWMWE5CQcImiM43sqY+cy+nMp/uzqRnxCeMhdBeRbtw0DnqRgYEcRc5RciopRbm5b2FPxZ0AJAgw0d+t8vOyEoCcjsX+3uV1KzTn0xPYfeHZ1yIgx/WDqBOf1cRSEK2OfIRC7fB6d9IaGXK+ttZ9CEt+OBwFiuOw0QNuFHD6C9Zrrp4hMH36dFoXUFJSAr/fT1OGiGFAxL7D4YDT6dSdAUCMBz3PfygUitrmk9QbsAXMZDkAGrUIh8/OVE8OZzDDPf+9YKA9B3qoU3fULSTJz+p1ADQijj0mGf5FxJB6X4ejgE5sJcKfvQbSaYUPbTp32LPnds1AOECOHNTWvQFA0nQqkj+f8lRimy0Ddltmj8YBQIaSrYPPV69Y3tu2osrUNS19ORlZSaRmgv07YyMp7N8QhzNQbN68GbW1tYraALZoWB0hUBfjEoiHnyx3OByYOHEiamtrEQ6Hcc899+ieO9pws75I9yEM9PObe/57pqamBi6XC3v37sWkSZMG+nLOOnrzGTOdoWs6q1m9ejXGjx+PvLy8gb4UDS7Xg4pOOu6a3yhSa1yuBxVCizUE9IQ/OeaUKe8gN/ctw32JaHFrhn+J8jlzfmDo2SfrOWcX5DOhJifnB5gxfS+yMu/RpA25XA/Clf0gnI5C2GzpimgQ+WyKYgIAOZUGiNQcXFm0FTZbJj2WAJER/mJM1+zxlvYo/M1mIyHQ8znY61MS+ZvweEvhdq/SpNp5vbuwafPFOl215KFwW7ZOQnX1Kz1eA4dzOsycORMLFy6kwl8URUXRMIt6+BaLz+ejE3pdLhe8Xi+++OILuN1u5OTkGJ7bKKVn+vTpfSb8OafO3XffDUEQcP/992vWLVq0CIIg9MkE5v6G3Mfzzz+vWP7RRx9BYFMdesm2bdtwww03IC0tDYIg4KOPPjI8N/vvuuuuU2zT0tKCO++8E4mJiXA4HPjv//5vdHR0nPJ19QQX/zGwaNEi7N+/H+Xl5QN9KRpkL3qAGgDkZ7UAYw0Eufg2rCs6yDGJ6NDbV11fQLyrxNtZUXFXH94h52zByODLyfkBcnPfkgtjdYyDGdP3Ice1BAnxF2nWj0qdB1FMgNmcCIs1VT6eawlmXX1AV7Q7HYWazj1GkMF2xpGEnqcZp42aD7lDUnSq3St0jJAwJCmAavcKxd/i1q2T4fPVdacTKb9zyN8m+zfK4ZwuW7dupcI/FAph69atmm1cLheefPJJRQeepKQkWK1WjXhauHAhTfnpq5z9852X3I1YXtOku255TRNecjf227kzMzOxdu1adHZ20mU+nw9vv/02srKy+u28fY3NZsMLL7wAj8fTZ8c8ceIEJk6ciNWrV0fd7rrrrkNjYyP998477yjW33nnnfj666+xYcMGfPzxx9i2bRu+973v9dl1quHi/yxGUUCb/f/R5ZIUwJ6KO6mgIAYCu76xaT2q3Ss0Qp0c0+stx549t6Oi4i7NvsSLyRb3EkFGXnMDgKOmp2jQlCnvaNbLUYV9yMq8F37/YYVxkJlxN40aAJH0GhJRYI1WQN9LH0vKj3FkQH9GxqlADIAdJTPoFGggEjUAIn+bdfVvdNfl8K9vzulDCmxnzpyJn/70p1Tcb926lQ4AI9EBIOKR37x5M3Jzc1FUVARJkiCKcqRs8+bNePbZZ6nwD4fDusYEe25Oz4iCgBfdTRoDYHlNE150N0E8De91T+Tm5iIzMxPr16+ny9avX4+srCxMnjxZsW04HMayZcvgcrlgt9sxceJErFu3jq73eDy48847MXz4cNjtdowdOxavv/664hjV1dWYOXMmhgwZgokTJ6K0tG8aOsyePRupqalYtmxZnxwPAObOnYuf//znmDdvXtTtrFYrUlNT6T+n00nXffPNN/jss8/whz/8Afn5+Zg6dSpWrVqFtWvXoqGhoc+ulYU/Pc5SWOEPRHL8I8W+ZVTcs+k6xEvv89XLw48Yoa7u1tNx4t+KnH/2XKTNp7qoV/bwFipEC4dzuugNSSOGgcNRAIcjX5GSJKcbRQxip6OQdjOKHhnQPkB7U2MQy/HYa2KJTNuGZjn5O2ZrHqrdr/CUIc5pwQp/NtWHiHu3263ruSfbuN1ujeEAgEYRwuEwamtrqTHB8uabb9J6g2jXxpEpzk7FUleqwgAgwn+pKxXF2an9ev57771XIdJfe+013TqOZcuW4U9/+hNeffVVfP3113j44Ydx11130d//T3/6U+zfvx+ffvopvvnmG/z2t7/FsGHDFMf48Y9/jEceeQT79u3DuHHjcPvttxvOkugNoijiueeew6pVq1BfX6+7TW1tLeLj46P+e+6553p97i1btmDEiBG48MIL8cADD6C5uZmuKy0thcPhwOWXX06XzZ49GyaTCTt37uz9jcYA7/YzwFRXvwKPd5dmMBOgbBmozpFnh2Hptc9s8ZTC692pKdhlO/EQEaHXrQfQih51tx+bLQ1po+brdoghRb0cTl8QrUbEqGhWksJwOPJplyL13wjpUkT6/JPOVZFBZ9oJyE5HITp9dZpCZGP0owLq9rj6RM7P/k1G5iVIsiHu2UkNH3bImbtmNTzenbQFKaGi4i6c7KyF3ZaumHrMwovyzw9IQa2euCfro6XskKiA3jahUIgWEjscDsWwLtJK1Gazwe12Y+vWrYpjsEYJJwIR+C+6m7Ci5ggCknRGhD8A3HXXXXj88cdx6NAhAMCOHTuwdu1axdA3v9+P5557Dv/85z9RWCg7N3JycrB9+3b87ne/w/Tp01FbW4vJkydToZudna051yOPPILrr78eAPD0009jwoQJqKysxEUXXXTa9zFv3jxMmjQJTz75JP74xz9q1qelpWHfvn1Rj5GcnNyrc1533XW46aab4HK5UFVVhSeeeAJz585FaWkpRFFEU1MTRowYodjHbDYjOTkZTU36qV6nCxf/A4wgmOD1ltF2nep8egBIdhZq9iMPZb0puaSYck/FHWhv349QqB3umt8ohmy53atU3VTk/GY2L9lmzUBa2s3yedwr6DGcjkJIkOB0XBE1jYPDGUjYvxGnM1/zNyJJYXi95XA48iAIJoURTYpzbdYM2OwZACQkOwvpMfZU3IGO9v0IhQOQJHWbUq3RoIZExlyuB1Fb95rG0HY6CuFw5MFds1KzrySFFAPTSPSu01evihyEaAtSct3sJOZAoAne1l30/QBIN6JdAEIx105wzl6iieue8vTVhoNasLvdbir8vV4vNQC2bNkCSZLoADCXy6VrGPBaAX2Ks1Op8LcIwhkR/gAwfPhwXH/99XjjjTcgSRKuv/56jce+srISJ0+exJw5cxTLA4EATQ964IEHMH/+fFRUVOCaa67BjTfeiKKiIsX2l112Gf151KhRAICjR4/qiv/7778fb70VifrGUiT7wgsv4Oqrr8YjjzyiWWc2mzFmzJgej9EbFixYQH++9NJLcdlll2H06NHYsmULZs2a1afnihUu/gcYtvc96wFkU3WiCenoHlHZ47dp88WaQmBiIBhNVVWflwh/QbAYdgnicAYjPc030Bs+x3rl09Ju1vwNkmm/5O+UbRnqdBTENHSsoWEdGho/0E0r8nhL0WkQXSAD0dhzRjsfuUa1kSFJIZjNiXQ9G9UzmxNpUwDWIUGiATwywGENB6P0IbLcZrPRfv+kW5DP54PD4UBWVhadHkwMAzJzgKNleU0TFf4BScLymqYzZgDce++9WLx4MQDoFrgS4f3JJ58gPT1dsc5qtQKQc+QPHTqEv/3tb9iwYQNmzZqFRYsW4Ze//CXdNi4ujv5MismN5j0888wzuiI+GldddRWuvfZaPP7445pORbW1tRg/fnzU/Z944gk88cQTvTonS05ODoYNG4bKykrMmjULqampOHr0qGKbYDCIlpYWpKb2z++Wi/9BgJEB0BeTcNluQKRYVz3sS93r3GbLVAr/KMc4VV5yN0I08Fosr2lCqPsB0dM2j7pGnfLxjfblnF/o1RMAkb9LvfQ1dsI2SRdi0/Bs1gwEAscQZqICZD0R4T5/9NQhn69O4eEnhMN+mjZkZLyr/6bVqUWkdiAYbFMYAOz6xqb1ivQmcr/knDwywCFESx+qqanRHRBGDILa2losXLiQCn9BEGhxMUeJOsefvAZwRgyA6667DoFAAIIg4Nprr9WsHz9+PKxWK2pra6Mab8OHD8fChQuxcOFCTJs2DY8++qhC/PeGESNGaFJmYuH555/HpEmTcOGFFyqW90faj5r6+no0NzfTqEZhYSG8Xi/27NmDKVOmAAA2bdqEcDiM/Pz80zqXEVz8DyDvPvUYGg5+i3AoCKt9CMZ/10I760hhE9Y/9ncAfwcAFN16Jwrn3073XXHnPISCXYAgwGofgin/cSNd/94zT0AKhxFO3IERkxpwdF8asi/4/5Cae5w+5L/a8k8MueArnGhMAEYpiwx9vjp8+kEB6jaNR+qU4xia/bUiXajavQI7P3wPTXuGYajTift+/Rrdt/SDd1D71ZdoO3YEicNG4LanlD116XbeDpR4T6DE04F1kyMhNvJlliiaYPV34phZ9hawX2zjtn2JtlAYQ8JBjcAn69jEC7L+5r2V2OHtgAQgy2bRiP+b9h7EVx2dSBRF3JGWojguMRhEQeBGxzlGNO+1kZHLGgx6aUXEYKirfwPBYJtm0rWeaNcbfCYLf20aEUkb0o8OiLiyaIuhYUDqelgDQA0R/TZbhuJ62tr2Ihz2QxQTcKj2j2hoXIcri7YqIgF7Ku5Ee/t+JMRfhClTlO3seMTg3CRa+tDChQuxYsUKzaRf4vl3u914+umnqfCXJElTA8DRL+5lawDY1/2FKIr45ptv6M9qEhIS8Mgjj+Dhhx9GOBzG1KlT0draih07diAxMRELFy7Ez372M0yZMgUTJkyA3+/Hxx9/jIsvvrhfr1uPSy+9FHfeeSdWrlSmVvY27aejowOVlZX0tdvtxr59+5CcnIysrCx0dHTg6aefxvz585GamoqqqiosXboUY8aMoQbUxRdfjOuuuw733XcfXn31VXR1dWHx4sVYsGAB0tLS+uaGVXDxP4AIJhPCwS4AgOOiGkVLTcEUxsjcYzhSMRwAUPKeXNRYOP92rFn837LwBwBJgv/kCbq+7ut/oe7rL5Ge34oRkxrQWD4MRyqS0LDzLyjCncjJXYJq9wqEzEPQXj8ECRntkXMKEePD4jyGEfnlGJpxEo3lwzDEMwwuF9BUMQyNlcMwKq8Bwa4AjlR04b1nnsCtP3sOpR+8g5L3/oIdl1+NuoI8XNp1Erep7nl5TRO2e9pR2ymfZ7u3AzfvrcS6yWMUXoy2UBgwW5FVX4UXmf1frTsqrwNw0mRWfOndvLeSriPlmmR9iacD272RXMBaX4Cel1xXifcEAOBEMKw4LmuQtIXCSBRNGgG/vKYJ7zQ040igC4FuncZ+Ed+09yBKvCeQYY3T3ZcbBWcXrHhVC1m1waA36To39y1s2ToJoZD898caB6RYv3tv6NUPCIKIQ7WvIRTS60Qkz9rIzX0LGzeN1qx1OvPhdOZHKTSOoC5sDoflSIYUDiAs+REKtdMi4xzXErjdq2j9UkfHvxX7EseB1ZoeVfxXV7/Cp4OfQ7z55pvwer00x5+gTgUSBAFPPvmkossPNwAihAyKe8lrEi3vb3qajvzss89i+PDhWLZsGaqrq+FwOJCbm0vTZCwWCx5//HHU1NTAbrdj2rRpWLt27Zm4dA3PPPMM3n333dM6xu7duxXGb3FxMQDZ6H3jjTcgiiK+/PJL+neQlpaGa665Bs8++yxNhQKAv/zlL1i8eDFmzZoFk8mE+fPnawyTvkSQpDP0iRkkZGdnIzExESaTCU6ns1etxPpjPPh7zzyBgHUjRuUdBwA07h4OSFLkdflwHKmIFNVYhwyF/+QJxTHUy6xDhsJ5cQ0kCeisuwRtx47QdYnDR8Ke+RUEARg66gQS0uWhHXGds3DV9b/Htk++hy77RnnjkAONFWZqgGROuAx1X3+JHZdfjYTUdlzT+Dc07RlOj9t27AhKcmegNj0HdenyREf2y4oV95m2ONT5uuh1yePB9Mmqr0JthlLEDA0FcUKM2K5ZNgtqfQH1rkgyi2gNGg9rmuqIR5Eznl6X3vrt3g5YBQF+5k8ly2bBrsLxmvtipZpeaBYArIKAQzMmKvad6ohHeesJdEkSihzximgI4ea9lQhJEj7MHWt4P5yzB7nT105FITFh+46r4Pc3AJCoh54Y53qpQIA21cdoO0A2NhoaPzCcc6A+Vk/YbJmAJGlSmdQF1PJ1WZB9wf2GAl6vBiPacs7ghQh5UvTLTggGZC9rMBiky0nqkF4NwenSH8/v3uDz+eB2u+FyuWCz2c74+TnnPr35jJ2X4v+rr75CfHx8r/ftjy8PtmhQ9tLLYnpk7jFqAJw86sCBD7Ve4bzvpqH1WBMOfKpfCENShd575gnUff2lZn3uvT6E49yI65yF8j81QDSbEQoGkffdNHTZN8LhKEDA/R80qkAoyZ2BHVfMxvBQAPbGOtz28euK5d+p+Qobcy6FPyx/tJa6lKFJAEgUTXDEmXUFe0+MCAXw5ewrcEXpfsP9RQEI6XyyjYyEUyHJLOL7mcPpfemdkxRlRduXGBgsU1UGwM17K6kRQgwHlpv3VuKL9pOYmDCEGw7nCNt3TEMo1KFIGzJqDaonsll6I+bZWQJ9g9a0t9kycGVRpO97dfUrqKt/A6GQD0lJuUh2FijmmJBoiMORr2ldyhm8kD7+RJC43W46RZhEAhwOB5YsWaIR/Fu3bqW1BH0BF/+cc53efMb4kK8BRu5FXqAQ/gBwpGI4HI4CiGIihozwYmTuMcV+Y/6jFl32jbhk+hz1IQEAotlMawBu/Zl2IIVoNuOCsTcgx7UEV13/eyr8RbMZV13/e+S4luAD3ILSKTMhmpXZYdO+3I6pjngcEy2ozRiNd//jHir8r9z1T7RNKqDCH5BFv9qz3hYKo9YXgNXU+6mE41LkYhvieVeTZbPoCn9ATveZ6tA3/IyWq49NaA2G6H1ZTYLuOfWEP7uvWvhbujsbkHQoAMgr/Zpu45ckuhyQIwfjtn2J7d4OBMKSYj+yPq9E3r++j4wezpkhPe1W3XoBIohFMREOR4GmS5F6InGOawmuLNqiGSoWQZm727fCH9CL6fl89YoBZaQ2QpICNG0ox7WENkEgaVA+n/60y4qKu7Bnz+266zgDx8yZM5GVlUWFPxkG5nK5qPCfOFF2ZrDDxUjOP+/zz+H0D4NK/G/btg033HAD0tLSIAgCPvroI802q1evRnZ2Nmw2G/Lz87Fr165enUMQBEyfPh15eXn4y1/0hwOdSXJyfoCqjy9QCH/CwS21CIXa0HXCilF5x6kBMPr6Q4hPPwFTVw6+2vJPpE45ptk3FAyi9AO52O69Z7QtqULBII7sHQGX60GUfvAOFf5kP5frQfxbmIAX3U14+7r/Uuz7+WVTsd3bgbiw/FCvzRhNhX9dmgvbvR0QIXu39WAFP2sk6K1Xk9Tagu3eDiyvaVKIXJYFo5IVIl1NkTPeUOiTKIUeUx3x2FU4Xndf9j6iGRFZNoti5isr/BNEE9gJ7du9HUjdvE+RHkWW37y3kqYMkToHkpakXl/nl/dvDYbwkrtRc00vuRtx096DmrHxgGw83LT3oO5+nP4lWheiHNcSZGXejSm5f9Gsjx96EUQxATZbhu70bVbsy69D1DAwmSI5qGojIlZi3a/avQJu9yrsKJmhMjgEOryMxWSywuerw44SZRoIiXYIgv73DWdgMZlMmr79xCDwer0wmSIyhAh+o7aOHA6nbxhUaT+ffvopduzYgSlTpuCmm27Chx9+iBtvvJGuf/fdd/Hd734Xr776KvLz87FixQq8//77+Pbbb2mrp0mTJumOgf7HP/6BtLQ0HD58GOnp6WhsbMTs2bPxzjvvKAZKsPj9fvj9kVZ9bW1tyMzM7POcfzYlRzCZIDFffKP/4xAS0k/S1+EwYDIB7fVDAAAJGSdxbF8aDu9MotuwNQAkF5+gfk3y+EmKECnaLbr1Tvw0IQtfxQ0FIOfdP+Leg3etydhxxezIDZALAgBJgkK9RqGnXPxo6/VqAGKlp/P2lBakl8IU6/pYz201CbpGkRHR6iXUJJpNuD9zhKIO49W6o2gLyp+5IsdQrJ88lq4j95EomnDgKu3fSV+0ZeWcWUjqEOn601NKUW/z/88EZnMipl+1lwp/0vp0R8l0SJKEqVdu0+zDi4UHhs2bN8NkMmly90lKUFZWlsbD39cpPwBP++Gc+/TmMzaouv3MnTsXc+fONVy/fPly3HfffbjnnnsAAK+++io++eQTvPbaa3jssccAoMf+rGTwxKhRo/Cd73wHFRUVhuJ/2bJlePrpp0/hTmLjvWeewFr7MAi5M1BUsQXWIUOx+PV3qUFQkjsD+4RO3I036D4mE0DajidknER7/RAq/ItuvZN2+yEGACv09WoA6r7+EpkTLqMpQttzZ6DBNgwv7f8X2lItQLfIrs0YjR9kjNb2HTGZIgYAI/yTWlvQmqTfCzfJLCLRbIoqhKOt0xP+Ux3xqPUFNMJdLYzVx1Xn5PdUD2Ak+mPZJto9WU0CdhWOp7n9Pc+IjUCOGovR0MZ0MtK71hLvCRoBYNe1hcLIK/katzMtUNkuSElxIo1QqFukkvZ0nMEBiShIUljRotTlehAtnjL4Outp4S4R/k5HoWKCsAARUswmZ+yYxUQENR2MlH8NgiAiGGyjnYzYmQekO5F6FklkLkP/9MzmGGMk4ElEIDs7W7FcPSmYw+H0PYPK888iCILC8x8IBDBkyBCsW7dOEQ1YuHAhvF4v/vrXv/Z4zBMnTiAcDiMhIQEdHR2YPn06Xn31VeTl5elu39+e//97/Qb8X/Ik/G/ifGQ31KDszsh9fX/9cvzVeTXGtH4DV0cl7k57Q7N/e/0QVP0t27DP/9FD1Qic7IRlyBBczqwHgLvf+As6jh2BEBeH9DEXYsV/XAMgItaSOzvQYo+n/6ux+Trhs9l178ve5UdnnFV3nZqevOGAvmdbCIchdUcc2OLYC7Z8QdNfiBgmAl99LqNuPLHQW+88vReDQmRAfi++nXYpLvz8X7rvSbSoBFlnZDRkWuNo+s/pYhTdIB2R1O+rRQBGWuJQXjRBcyweORh8yF2IdtHhZURcV1e/Aq+3HO0dX59WXQCZUKzGZsuE3ZbR43RkUUxUtDiddXUVbTfKohfRsNkyMSp1nqaVaEXFXZCkEJKTi3h04AyiV+Tb111+CNzzzznXOWs9/9E4fvw4QqEQRo4cqVg+cuRI/Pvf/zbYS8mRI0cwb948AEAoFMJ9991nKPwBeRy11WrF6tWrsXr1aoRCfevpSpuYiNu8b6NSGov9aZfRvvM/3fsR/uq8GsOkI6hMuhgFI5oBn3LfD3Ezki4pwi+++5+a4+oV+Kq5bMYsWnC61tuBLNWIcCL4W+zxugLdZ7PrdqkBEJPwZ7v9RBO1REgSjzggtwnNsFpQ5wsg225VdLc5NGMibtp7EHtaT8If1gpRIo7Vg1LUcwDIuQGtyBWgzPGPdv3qVqJ63YBSrXGo9QXQGgwhfcu+qMXKRmTZLMiyWXR/H0BkRPqpkGQWIUGiqUFGhpJfkpBls+BFdxNW1ByhEZWABNT5u3DT3oOY6kzQRA6WuiLv/9rGFkUhN5mPkGWzoMTToehWxI2C/oEIX/XwspycH9Cp4GxHIL3hZCwkvYigJ/wBebigz1dnaByQc6pnG6hnGZAWp9XuFXDX/EYxP8Xnq6PFxYB64JoAb+suw8nFfP5A3xMOh+FyubB582Zs27YNoVCo37r9cDicCGeN+O8LcnJy8MUXX/R6v0WLFmHRokXUc9BXJDsL4PWW4cd4Gr+QnsR272VI27wXYWRjvPQl9gtyOhIJu3u8uwCE8CFuxjrhdtzsfQdud61hz+toD6t50vvwJGVgjdeFqQ5ZnBIBphb1el5oq0nAl+0nNct7gvbLF6AQ/kRov1obGeJV5BhKheK6yWOoAZBps9C8dD2mOhNQ4j1hOAlxqiNe42HOdwzFIZ8fkgRk2S0KkQoA2z3t+Fd7JwQBSBJF6kVnjZMv20/Sawe07TpX1DTRAWBAJOVowahk+t7rCf9YogxGop8Qi5GlZwBZTQK+nXZpzNEREn3Q63JU4j1BB6kB8u/CahLwkrsJEuTPRq0vgCtK92NX4XjF4LVaX0DRH5ydj/CSu5EbAP2AnpAlKUOk9aZ6OJnPd1gxGIz1viuHlxkTDvt1240Gg20xtSGVpBA1IFjhrz5OtXuFataBBFFMgMezU5MyJElhNDZ9SLc1mj/A6R0k9UcQBIRCIYiiqIkAcDicvue8Svs5Xfq7z/9/4T2EBZEWzt4irIcU9mOdcDvusm7HXN/L+BC3Yp1wG26W3sE8rIPVmo70tFs0Ar+6+hX6sFJ3DCGerhzXEnwo3IIX3U00tcYECWEIWOpKpaIsApmb2zNsekuWzYIFo5KpeCSRBFb4s0I7r/Rr1Pm6dKcZxuLtfcnd2K8pJC+5G1Hq7dAYCOT4r9YeRZJZ1E1zGbftS7SFwpqIBDF+qBA2CTg0faIi4tFb1BEb9aAyFqMoDqAffekL1EYNmaAM6M+1Je8Jec/IoLhE0YQJ8XZMS1ZGFcjvmUcI+p5ojoU9FXfA11mPNJ3vpY2bxoFN4tMrJu5J4ButjzbUjGAUVVCvJ6lO5PuZXCc5hzqlyGbLhM06ClOmvBP1/Bwtb775JjUAJElStAXty9QfnvbDOdc5J9N+LBYLpkyZgo0bN1LxHw6HsXHjRixevLhfz91faT9AxIP0K3e9QvibEMKNYbkVqUmw4i3/TVgrFCAIc7chsA4mkxV+/2FqPLAPWq+3HD5fHfVwkfVE+NtsmZCkMIpdqYoUjTAEmKUueDxlkJDNXKks/NPMnWgIKnP99TzKrPBn0zhedDdR4Z9ujcOCUckaAV1eOEGRC86iJ+jVRBN5sex/usc3OsfymiaF8Gev50V3E7JsFoXwB+SIBzGGWGKdTMz+boyEPxA9csBGhYzO1dMx9Oo2iPAn69ioid6V+sMSUjfvA6D8zLWFwth/wofSVmVUIdMWhzV1x+h7zsINgtMjWnqL0RAuua9/5FOgFtgEpbDXfnKyMu/VTTGSpJA8aRjQ7U5EBHy0mgOyn8dbSusI2OXkHGxKkSgmwuerg99/RLfQuMVT2n2/+TwtSMXWrVsVA8AEQaCv+zrnnzP4qampgcvlwt69ezFp0qSBvpxzmkHV57+jowP79u2jHXvcbjf27duH2tpaAEBxcTHWrFmDN998E9988w0eeOABnDhxgnb/6S8WLVqE/fv3o7y8vM+PXV39ClY3Clgn3I7x0pey8JdCCEPEMtMyCIIF/xn+C8zoQhBmxCGMub6XYbNlIhz200E/pGc2AJqXa7NlIhhsow+rjZvG0eWyF8uE5TVNCEgS7fwtAggKcVjjzUa8wApOAQIkNATtih76iaIpahEqK/yLs1Ox1JWKTFsc0q1x+DB3rKFQLs5OPeeEWYgphmUh70tYkjDVEU+FP6G8cILiPSfpRGQ/lkTRhKWuVKybPAZLXak03ac3JJlFzXGjCftYogGFUWYfxGJSq2c/qD9zxKAkA+WybBbU+brQFgrDqqp3IJGDUm8Hbtp7kM4xUM85WF7TRJfzOQenjzzQMB82azoV/kBkboHDUQBBiHxWnY5CzLr6gCadpubQbw3PQeoGjNbZrBlRaw7YGQXkOOrjya+F7pQigdYgSFJA8z1MBpR5vTvhMUh5qq5+RTHwjMXtXoXq6lcM7/dshk3tWbhwIURRhCRJ1ADYunVrzwfh9Dt33303BEHA/fffr1m3aNEiCIKAu++++8xfWC8h9/H8888rln/00UenVRO3bNky5OXlISEhASNGjMCNN96Ib7/9VrGNz+fDokWLkJKSgvj4eMyfPx9HjhxRbFNbW4vrr78eQ4YMwYgRI/Doo4/qtq3vKwaV53/37t2KHL/i4mIAcmrPG2+8gdtuuw3Hjh3Dz372MzQ1NWHSpEn47LPPNEXAZxO/aRLxln8qzfEn6Ty/kJ7EV7gMzwlP4SKpAkHEwSx1oUuIw/+Z78UNvtcAAAkJ4+F0XAGhezBOdbd3jYSllV0wQgAEmgpEUn6Il1id+tEhxWE8vsJ46V9YJ9wOCQIERIRXpi0OF9isuuIv0yYXsS5XFRJH84yf65xqxAAAbkl16qYaFWenYrunHXWdAdw6KllxDrLd5y3tCEsSGv1dVGizxcxsipYoAN9Ou5QeI9YuSNEMgCybBeEojUt7KlYG9IfBqWENAvZnvyTR6AUbLdnTdpIet84XULQqpalF3V2S9FqV8uhB74jm9Xa5HoTL9SD2VNwJr7dMYxwAckGxNuUntqa4JF0n0KUdiMgSS02BjKT4n92PDChTdy0ymk58vtYSkGJekuNPcv5DoRBcLhcf9KXi5Q0HIJoEPDRLW++2cuNBhMISHp4zrl/OnZmZibVr1+Lll1+G3S5H/n0+H95++21kZWX1yzn7A5vNhhdeeAHf//734XQ6++SYW7duxaJFi5CXl4dgMIgnnngC11xzDfbv34+hQ+U5SQ8//DA++eQTvP/++0hKSsLixYtx0003YceOHQDkBjTXX389UlNTUVJSgsbGRnz3u99FXFwcnnuu5wYup8Kg8vzPmDEDkiRp/r3xxht0m8WLF+PQoUPw+/3YuXMn8vP7v2/z6tWrMX78+KidgU4Ft3sVdvscGC41Yb9wGRaIf8M8rAMA/BhPY7jUhK+kC+XiXukdvIkFuFl6B2tD1+ND3AynoxBTcv8CQTDRbhWywBdpPqrWCybB6Sikwj/TFoft3g7qLS5yyB/WTGucvLUkAczkTPLIK3IMxe2jUqhgYyMHAFDn68JUR7xu6g6n9zzqGoX1k/UjJesnj0V50QRdEVqcnYoPc8fijrQUhCAbZST6QCIHIbn+GiKAJReMVOy71JWqW+Wx1KWNOhhR6wugxHvCcHJzT7MV+ort3g4q/Em9Abki8nl90d2EvNKv6fwCdXtUNhogG07696QXSVAfg6PF6bgCOa4lVPgTXK4H4XQUKoS5PJVYAjuxWIu8jtQCRMv3N5sTFcXKvUFtMKiFvyDI04krKu5SLJdnE9QBMOlGDXJcS+Dx7MSePbfjXEOvvedPf/pTzJw5E263WzH5lwOIJgHLNxzAyo0HFctXbjyI5d2GQX+Rm5uLzMxMrF+/ni5bv349srKyMHnyZMW24XAYy5Ytg8vlgt1ux8SJE7Fu3Tq63uPx4M4778Tw4cNht9sxduxYvP7664pjVFdXY+bMmRgyZAgmTpyI0tLo7X9jZfbs2UhNTcWyZcv65HgA8Nlnn+Huu+/GhAkTMHHiRLzxxhuora3Fnj17AACtra344x//iOXLl+Pqq6/GlClT8Prrr6OkpARlZWUA5CG0+/fvx1tvvYVJkyZh7ty5ePbZZ7F69WoEAv3zfOR/XTHQX2k/qxpNMCGMY0IqLhEO4IbgH0EKan+BJ3FMkMVVrtVLjYJ5WIebpXewTrgdr3nTaY6pnOtKCnJDqKi4ixaiKZF7dze37OxOwVGmhKyfPBZLXakYDtlDdkwYiXW4Ffc5amBhhM5UZwK2e9rlnx3xCKn+B4AwuFd0sEBSjsoLJ2giB7IxMBKHZ07S/L6Ks1PROHMSNQoBaIwHliSzLLb0Uo2MvPeJoum0ComjpTVl2uJ0jQ5yLaTLEIk8iACNAJCUIasg4EV3E27eW4kX3U3Y6T0hGwdmE7Z72jVCfnmNnFL0ortJN5WIGA3cQNCSk/MDw+5lDkceHI4COBz5iunEs64+0G0IaBGEng0DAhHwJlP0VsXa71SyPEN3udNRCEdSLgDZKCAGQKTFKGCzycMnSXommcDc0LgOHm8pBEE8J1OA9Pr6T58+HTNnzsTmzZt56g/DQ7PGonjOOIUBQIR/8ZxxuhGBvuTee+9ViPTXXntNN+V62bJl+NOf/oRXX30VX3/9NR5++GHcdddd9Hf505/+FPv378enn36Kb775Br/97W8xbNgwxTF+/OMf45FHHsG+ffswbtw43H777X2SAiOKIp577jmsWrUK9fX6hn5tbS3i4+Oj/ovmjW9tbQUAJCfLQ0737NmDrq4uzJ49m25z0UUXISsrixo1paWluPTSSxVZLNdeey3a2trw9ddfn/Z96zGo0n7ON4ba0rDf78Jl4iF8GRqHD3EL5uF9/EJ4GvtxCYbjOKZLGzDPt07RK3se1sFmzYTVVoRqdzFN9YkUpom0F7eyYE2k213tLcYmLMfU5HxMdSZQj2hxdio8njJU+LMxSuxEY2gE7nPUwOMpRUDIpu0pyfYkVUjdvYYsV6f99MTLGw5gp7sZRaOHab7MVm48iJKq45Ak4Mox2vUAsOD38nu09ntaMbBy40HsqDxuuG9/h04HktMtgiY5+3ppR6/WHUVbUBbKrcFQ1O5ApAMRW8YZrcNPLPQ0+Kwn/JJEW5RqipKZyBUxDsg9tQXDKPGeQJ0vQN9ftnuTCYLi74pdpx4ux6ci9wxJG2K94sRQyM19C3sq7qCtRHNcS2hBriBY4EiaovDGk+9T8j9JCzIJPXcDMiomjvbpZWutPN5SzWwCWfxL3ZEHOT2TXC8xbM7FFCA29YeFvOapP0rIc2v5hgP49aZKBELhMyL8AeCuu+7C448/jkOHDgEAduzYgbVr12LLli10G7/fj+eeew7//Oc/UVgof25zcnKwfft2/O53v8P06dNRW1uLyZMn4/LLLwcAzYRnAHjkkUdw/fXXAwCefvppTJgwAZWVlbjoootO+z7mzZuHSZMm4cknn8Qf//hHzfq0tDRad2oEEfZqwuEwlixZgiuvvBKXXHIJAKCpqQkWiwUOh0Ox7ciRI9HU1ES30ZthRdb1B1z8x0B/dft5NncenDVNeNENjMBxrBMWYD1uQRgiptg8+HXqN/iVG1gv/Bdu8v4ZACAIFkhSAHN9L8NpK4SHyigRVxZtwabNF9NCtGCwDR+a/gtf+0ZjqjMBz06+UdHt5922NHS0NqHIMRRLXal40d2El90N6Oru8tOBoVjqGgEgFWu82bhZegc/zM5QpAzlO4aiyBnpm0/+Ly0/jBkmE0LZ2gdiNJEtmgSUVbd0/2vG2/cV0H2WbzgAAMh02rF8wwG8t7sOt16eSb/4Vm48iLLqFgDA1Bc2YX5uBj0H2T+je18Aii/MBb8vRVl1CwpyknHb70ohmgTFucn1Tn1hEyRJwo7HZuneVzTjoifDZDAbHtGMhwlD7RAFAfmOoYoWq2Q2Q4m3AwKAoaIJrcEQLVhWzw4gn5RYugcBPc8/6Gm2gQDgSqbOJRbDQ+8boM7XhStK99N2tpm2ODqvQgAUQ8+mOuKx3dOO7Z521HYGkGmL0zUQMm1x2O5p5xOPdSCzBtQRgim5b2NPxR0g0VMi/CUpAKdTTg9lBb9eu06jYmECMQxstoxuoS5//0bbz+MtpR2B1Ocg1+L1lkEU2faTEl3PXvepzHQZzAPIovXx591+9Hlo1lgq/C2i6YwIfwAYPnw4rr/+erzxxhuQJAnXX3+9xmNfWVmJkydPYs6cOYrlgUCApgc98MADmD9/PioqKnDNNdfgxhtvRFFRkWL7yy67jP48apT8PXf06FFd8X///ffjrbciaYIdHT1HkV944QVcffXVeOSRRzTrzGYzxowZo7NXzyxatAhfffUVtm/ffkr7n0m4+I+B/hryRfrRyx72YQAkhCHCBAmuzs/wn4fm4qgwDcOkI7gJf1Y8rH7lrsfX3ktwMTIxHx+ApPqwDzyzOREIduIb4VJ84wWcNU0ozn0LFRV34TVvOjoEOa+/xHsCU50J3V79SCaYI04OixMv5Dwpg7YHJcv1+ukXZ6diwT/cKKtuQZEjHnBF1hERnmA1o7ymhQpswkOzxuLXmysRCIZRUtWMaS9swi2XZ1LBnmgzo87TCavZhHpPJ10OyN6QotEpKKlqRr2nE+U1LYpzFs8Zh19vOki3JedjjYad1S0wdRfA3rGmDAU5KXTfaS9sQr2nE4C8jr12co5Emxk73S302Ox6cg6jfTOcdux0N591xgE7dVcNGXLGRoTIMrbNKYFdf0Xpfirc9aIC/rCkKFbWI9r+5LWRgRDLcDWyTa0voIh4qc9BOmrpGTSk1kBhIHg7UOfr0kTOeFSg5zaj6sgAee1wFCDHtQSSFFZMLib/y4O81seU90+2yXE9qBoUpg/pCKTejo1GyNsoP6kebxkACTZbBjVg1Mjd3XbB6y1T3A9Zdy5GDM5nVm48SIV/IBTGyo0Hz5gBcO+999LW6qtXr9asJ8L7k08+QXp6umKd1Sqn082dOxeHDh3C3/72N2zYsAGzZs3CokWL8Mtf/pJuGxcXR38mnXiMokDPPPOMroiPxlVXXYVrr70Wjz/+uKZTUW1tLcaPH6+/YzdPPPEEnnjiCcWyxYsX4+OPP8a2bduQkRFJAUxNTUUgEIDX61V4/48cOYLU1FS6za5duxTHI92AyDZ9DRf/A4jYnUs8XjqIRuEyEI9VGHLrT/IMOC6MxBbHrzDLdSMA4EPhFqwTZMF0HGkY4/oBZrQ8Qr1DpHf2r9z1sNguwNK0VNoCEQCQ/Eusa1WGkvS6utw+KkXVnjLyUCGCpKeCXrXIJq/9wRAV95//6Gq6/R1ryhAIRv7I6xiBn2gzo80XhCgAfmYbsp4If0JJVTPG/fhTGhotq25GgFGKbOiUICEiJkuqmlFS1YziOePwh8+r0eYLKo5NRDx7X22+oCa6QNYX5CTDJAi6+7JGi5FxUDQ6BS9vODAoDYCeiNbm9O2GZrQFQ7g/a4Ri/S2pTrzf5IG3K0i96BLkychLskfincZm1Pm6FClEepOKjdKJBESPLvQk/NVD1NDD8dRRA3JdJJ1IbSCQWgMAmpS6z1vk6IHRoLntnnYUOuLPu+iAXkoQ2y0o2VmgazyQbTzenZoJxWRfNU5HoRwxsCpz/c3mRIRCPjpdWBQTqfjvGX0T1WZL153nQu7X6ShEjmuJYhuyzmpNhxGDOSrA0aLO8WefPWfCALjuuusQCAQgCAKuvfZazfrx48fDarWitrY2auRm+PDhWLhwIRYuXIhp06bh0UcfVYj/3jBixAiMGDGi1/s9//zzmDRpEi688ELF8t6m/UiShAcffBAffvghtmzZApfLpdh2ypQpiIuLw8aNGzF//nwAwLfffova2lqaGlVYWIhf/OIXOHr0KL2XDRs2IDExsUdD5FTh4n8AKc5OhaelFGtaLzPcZig6cQJ2rPFmw9ldHKgU6nL+fbWUjnu7Q8hu9yo6O+Bm3zuYJ70PuG5RGgBQtnvUo8TTQb2wLMtrmlBafhiiJ4Ci0cMUnn0AuPL5jWhq9UW21xHZ1jgRgVAQdZ5OagBMe2ET6ro963q0+YKwmk0K4a+4Xkb4E4iHpKy62XB9T7DRBUBOO6rzdKKkqhmjH/+bxgBq6+xC0egUzX2bBAFhSUKG067Ylwj/gpxkVNR6dY2DRJsZJVXNqG0+qRH/JCoAYMBawfVENBG6W2cSMtnnUdcovORuxE7vCWz3dtCaEwC4NTUZ7zd5qNc+UogMRb2BhMjEaWIoxOLVB0CnCOvRGgxFPU60dWrDIaT6H5DrDRLNJt2oALmPEq882IydbEz+nk0G07jP5bQho5Qg1rsfnch7pj4OEdZmMRHBUFu3116Ezx8xFkyClRYOkwhsKNTW42RhrYmqfN3evp8aG+R+iLgXBIvs+HHmUwOA1DsAgN/fFNVwMIsJuuKfGwaDC73iXrYGgH3dX4iiiG+++Yb+rCYhIQGPPPIIHn74YYTDYUydOhWtra3YsWMHEhMTsXDhQvzsZz/DlClTMGHCBPj9fnz88ce4+OKL+/W69bj00ktx5513YuXKlYrlvU37WbRoEd5++2389a9/RUJCAs3RT0pKgt1uR1JSEv77v/8bxcXFSE5ORmJiIh588EEUFhaioEB28l1zzTUYP348/uu//gsvvvgimpqa8JOf/ASLFi2iEZO+hov/GOjPCb///HoURH8bQqMTNbMsxao2jLBa4O52LOmJ9OnSBnxjmoJ1uB05yamY53wf9x0aga+kC3GXdTvs9kKs8QDP5Son+Vq603X0uo2wOdc3761UGABEXMwwmQxz8w97fZpjqkU2K0vqPJ3IfuyTGN4t2eNfNDqFpuPEQiAU1hX+aqIZFuz6Ok8nNQDUwp9EJ0qqmiEKAr1vIvjJcURBoPsS4X/Y00mjHqxxQM4FAMc6lAKCjQrUNp9EvVfeTp1yRCIPRgxkD+meEAVBt6h8qSvVcP4BqSlYUdMEQZBFuLrWgE0ZIkJdLcqP+qN3mIhmQJBWonpbkNqHnuoa2oJyxIONCqgNEvZ7gfwsCtAtuCdGUaY1Dju9J3SN+5v3ViIkSVHTuQYrPc0S6Amn4woAEpKdyvx68nOLp0yeqyKYugU1+40tICkpl6byuLL/PwCy0RCpFTCqK4h8SvRmDYRC7TSyy4p7thEEiXgQoyNCmK4n98JOVQ6G2lFRcZeivSobUdiz53YkJxeddfUE5xqhsKRb3Eteh2JwZvQFiYmJUdc/++yzGD58OJYtW4bq6mo4HA7k5ubSNBmLxYLHH38cNTU1sNvtmDZtGtauXXsmLl3DM888g3ffffe0jvHb38pDB2fMmKFY/vrrr9OUopdffhkmkwnz58+H3+/Htddei9/85jd0W1EU8fHHH+OBBx5AYWEhhg4dioULF+KZZ545rWuLhiBJvBF7rJCc/9bW1h7/AGJheU0TfvXPA4irbEd4TCICoxPoOrGqDXGV7Ygfbse988drhL9Y1QZBAhZM+BI+X52cJgTABHk68GXiIVyXla/ID1YfY6lLHhBFvIcsVx0PY3+tF54kM344e5xCdI3+VyuOHTkBCAIVq70V5IAsiOujePqNqHn+ekW4U01PIl6dHkQonjMO7++uixp9iEbR6BSEJYnm9vcGYjTE0vGmaHSKIipA3keLKNC0JvKQuGNNGb1Xi9mE3CyHppPSHWvKsLumBYGQhIKcZEXNAWs46NUi9DfqDjk9Le/t/kDEC0+Mg7zSrw29/b0hWj1Cpi0Ot49KiXmI2qmclxgJ6u5LUx3x+LLjJNqCYUWNBcAYB7Y4lBdOoHVJ5L1jX6sjCOdyREENK55lIq4bp6MQTmc+9coTIR5tgJgoJiAuzmFYO6AU9JEmD7HNx452rIhBYrNl4sqiLQrhz3YpUkdC9FKsBjN9/fzuLT6fD263Gy6XCzab7Yyfn3Pu05vPGBf/vaCvvzxIOsPOf7ghegLoGpOA0OhExFW1QaxsRyjZArElgPS0eFRdGik0JoZBQV4atiQLuMu6XWMAPOJKp/nB7FTTaKk+FkFA+GArpG63fFyl3Me/a0wCxDFJCFW2IvukhMMNp96THYDCkx0NIxFPhLKRiI92jljOHW2baOtOxQBSQ+6tJ0jkINr1sNEFNXrGgXoda2Al2Mz411PaHM/+jgqoxSdLLGIz2v6Xl3wNQQAyrBaIgqAQwaTY2CoIkCAhIPWcJtdbihxDUe/rOuViY0C/7gAAnUxMIDJxqiMeh3x+hXFDDAA2VUovygKAOguMWvz2ZIydC2iFv0ykA5Cy1ai8LnonIdZgYHE48pHsLNQYEiw5riU9FB2bQLz/aszmRIhiPARB7N5fdj9EhL98T0YdkhyOAkzJ/YvhfQ0muPjnnOtw8d9P9MeXB+v9BwDBJEAKS+gaI0cBWAEeGp1IhX/XmARMHB/CFHsr1nizYZJCCKsG2owQvDgqOehr8mD+6d6P8PruZEgCEBqdqFi34IO9KCtvQMhpQZwvhHCnLCyIIdJXFI1OQWlVs66X2yIKcqqGjvAXBECSYhfJmmObTYqCYjVWswlWs+mUjg2c+nWRfS9JT4opRakviGY4kE4SLOqQ85kcMHOmYY0Gtbf7RXcTjdCw3v1obUWNRPqpkmQWMSHephu1M2qVKkKe10CWR0s7KnIMpalUbJRkqiMetb4Aan0BTRpVkWMo1k8ei5fcjbqpWMDZX4ysFv7qgmA2DYeFNQz09gMAh6MAAtPfn2xHxHZt7WsI6hQORzMs2GiDuu5AgAipe+7LlUVbsHHTGLBxR/ZejKIZTkchHI68syLth4t/zrlObz5jfMLvAEIemkPHOajYl8KSwvPeNSYBXWMSEFfZDus/DtNlodGJqPA7scPTBgFhhAURJikEsxTx6LFf9FMd8VT4r/FmQxLk48ftOgbXYR99SBd1CwfRI88KIOgJ/6LRKad873sOeQzTWwIhSSH8BcipPplOOyQJuuI802mP6bys8E+0mVHz/PWK+/AHw7riPaOH45Pzk331rifDaTc8DlsrkGgzLsWJtq63RIuAqIW/KMhFZdNe2ARAWWvwbnktxv3kU1z5/EbNcVZuPIgrn99IZxzorb/td6WakfXs+pdPI5JyqjzqGkX/JsjPSu/2SGTZLAhJkQnBtb5A99TsOMWxRIAOP1vqSqUTh/XLcSMkivpfz6IA/E/GMMOC3u1eudsRmbZMCHWvSzSbkGmNoylALFk2CzKtcSjpnmJ8Rel+zbFrfQFaf5C15YuIYeCUv8N2ek/Q/dmaIvL+lXhPQBS01342TDVu8cifY4cjnwpzl+tBKuYlhBXThgXBghzXEo3wV+8HyO1DidgWBHlqdbV7BdzuVQCAYKgNJkFZ/EcGOaqXE4LBNthsmboFxxJCMJsTMSp1XvfUYeU3ssdbCps1A2YxER5vKTyenQrhb7Nldg9I4zKCwznb4H+1MbB69WqMHz8eeXl5fXrckCThquNhDN/nQXJbRHAKkizMQ8kWiM1+CBIgCfJyk0mg3noA2C9cBgkmOddfEBEU4qgBcFyITIzb7u1A5uYKrPFmy+cenYhRl6RA9ATQ+FUzVm48qPDkZqQnINwZNBToJL/dCJ1nuwI9r76eMUE8rCs3HsTnP7oamU67Zt+i0Sn4/EdXo9gg9UTvuIk2M77sTmN5+74CzTZEvBORUt9d5MvCChhWSJNZBGqi1Tdckp6EgpzkHiMH0db1ZIydjrFGvNt1nk64HvtE0Z70sNeHQDCMw16fQsSTz9Nhrw9l1S1Y8PtS3fV7az1YvuGAxkAg60VTTzK5/1GntTzqGoVbUp2Y6oinE4LJuvLCCVjqSkVCt3gPge1ElIpD0yciy2bR/G2pe2e0GXSiCknA+02eHouFjSINbcEw6vxdSBRNmmOoIxdkfsFSV6rC1CBHJg0E2PSf7d4OZNlk8UoMAPVANzWRIuyB/11Hw9kt+qfkvq0pCJaFvKAQ8EQoOxz53ftrC4lzXEtgsypThq6e+Y0iOiAXGhciLCkFfDDY3UlIMu4k5PPVGXYaCgbb0Nj0Ic3t1+zrr0cw1EaFPpt25PPVRR08FgvV1a9gT8Ud1MBhcbtXYU/FnaiufuWUj8/hcPThaT+9oK/Dhi9vOIDymhaa5hFKtsDkCUBQ/UZIyg0xAAry0hDMSaAP7hE4jqukDTTnf4H4N3wRzMQ3wqWIF7rQISk9kQBoiF5dOEsE9PINByBB3zsZNgswBWP/2Ojl5rP5/GyuPLut1WzCtz+fq0kvWfD7UtS1nIQAAVkpQxQ98dU57Hr56+xylsue+ruilkCdF8+mDKmLbgnqVBq9Al6jWoZYayH0yHTakZk8pMeUISPj4lTqJ4xgP0OxrFd/Ftj3lf39GdUWvLzhAHa6mzWFzIBsQJRUHUe+K+W06hKi1Q7ctFc2aNZP1qY+RVs3btuXVOCTFBy2lWksxFob0BtOJUWJbR6QaDahLRg2bJNKrlldL5AomjAh3n5Wdhki7Km4A17vTk1uPI0MGHTGUe9HiEwfjhgHPdUPxDKpWA2JDKj3FQQRVksqfP7DuvvFUuy7Z8/tEARR0U2IsKNkBj0fmVEDKNOr+iq1aLCk/WRnZ8Nujy1SzeH0hs7OTtTU1MSU9sNbfQ4goklQCC6SWsOKbssQMwItAdoNSKxqQ1l5A7o8CcDoRAyFD0cxTO7pL70DCCLWhm7FUEEWax1SHIbjCI5hpOLcJETPjgoHQH9OSLCgvV0/f9kUlCCKAkLRRqt2k9nd4pKIuAt/8in8wTAsZhOGx1s14r2k6jgAWaRePCqRXiMQEYvRus7kZSfTiAQrBsn/5Ph6bdHuudJFjTHWOHj7vgKFUREtx509aqbTjs9/dLXGQGCFrnxN8nHrPJ2aDjF6ufd61Hk6exTo0WoZohkNbGtTI0STQN/Tngqe1ev9wTASrCICIUnR4pS8z2T+g1GrUtEk0LazQOR3veD3pXRZ0WjlGPreFipHy0/XE/axrLsvczhKvR0wQdnKlBTesr1csmwWLBiVrPCeiwKoiP6Vu0m374tRx6FoXaV6ml+gB3tdbd2fb/UANgJpqcrOLwDkSMfXHZ24ae9B3fdtsHcTcrtXaQQ8O2Asx7XEUMA6uwt7jeYTHG54v3s7/ZoCAhHvPW0HsPUAAsJhP0wma7cQl39rgiBCkkLwB/QiNgKcjgLd+QEs1dWvwOdvhM9Xp2knSoQ/uQ6PtxQVFXcpCp9ttgw6w+Bsh0ytPXnyJBf/nH7h5MmTAJQTko3gnv9e0B+egytXbsXhhg4kJljQZiC2SY4/8QqSot+Q04L8a1w42VmPCr8DN+M9QArRCEBPBX3mynaYvQHZq82ITFJU21vU3mPi0VWLZSKk9UT0QPebj3Z+kpZCjA/WOw3IhgURm0T4s/uyLUCJhxtQRitYsWYUtWCJpTVoXxCtLSsxDKKlLPWUzqReLwoCqpZ9h0ZjyDZfMh2HyOdBNqIj7706ssC+12Q/0r5UL1rAHru/Zxvodclhh5oBsvDfVTiebv9q7VEaMTDqQDTVEY9/dXTqevCtggB/DH/g6o5B/Q1bMG3UmpW0IFUzGAyD6upXIAimfumHT7znABhRrzSt1C05N22+uMfuQKTbT1dXsyo1SP5mIQYAu4zFZsuEzToKU6a8o3vddJBYt8An3n0i/EnEIZqx0letRAfa8w8AjY2N8Hq9GDFiBIYMGQJhkKe5cc4OJEnCyZMncfToUTgcDowa1fP3IBf/vaA/0n5KWzvQ0NiB+sPtCo+/IAAhUU6vCSVb0JU3PDLds1v8x6XY0H55Cm6W3oHTWUjz+QHgPkcNAGCNNxvmyjZFZx+CZWsjTL4wMpx23Hp5pkZgsn3je4IVqn/4vJoKNrXwIgz04KjTxajTDRH5eobNgt+X4uvDbbg0I0nznqzceBDv7a5D68kutPuDiv2NxD9p5amXRtRT6g0QPdWnN9tnOu24Refz05tryXTa0eDtNOyLzx6LNYjIvRu1WSWpWur9iueMw3u761Dv6UTxnHHUiGC3yXDasb07csN+VvvysxstnWjcti8BAAeu0k4AJ+vuzxpBW/qy0QKSehONnrz70boXEcPgVNKOEkWTpp6BpBrpGQDqeoFMaxwusFtpa1ZqGHQvP1sHlEVDnQYDQCOWbbYMpI26WTXEK2IgmM2JyMq8l0YhWAOA1g4wBoD+XAJtLId0C1JTUXEXJEmOIHi8pZrjsQYBmZasPnZfzhAYDOJfkiQ0NTXB6/UOyPk55zYOhwOpqakxGZVc/PeCvv7yICIjPS0e9Q0dmvz6hBF2eIMhiC0BpF2Sgup0G50BQKIB46UvsV+4TJErHIcw3pBuwQ8rX8Ax0wh5WfcgsYVTmrHGm4248mOaDj4FeWko+dcRmHzyF7CRt5Z4euXUHQtuy8vqt1zrwUp/RSj0jkuWlVQdx9cNbWj3BTX1CIk2M3xdIdjiRPzPtByF4VBSdRx7a7091lgQ9MR6tIFVQPS6gJ7EP/s5izagTT3fQb1tQU4yKg55DdOkSHRL73rIMdXvB4l46BkPA93elIhedc99kjZkJMwTzSYkiWJMXn2j/P9TqQvoaR9yvawEZL/X1PejnmGiHtZ2rrF9x1Xw+w8zYpl44uX/rdZ0TL1ym2ZIFyk81qtDaGj8AJIUwhD7BYYtSgGBqQPQHyymNgAqKu6iRcSjUufB6y3XPT65JrK9EhGzru67Tl+DQfwTQqEQurrOXFSNc+4TFxcHUVS3jTCGi/8YWL16NVavXo1QKIQDBw706ZdHtJQOALAMNcMyJA4dxzppwW94TCIyT4bh8Z9Ey+WjNA/LUGUrLjPV4oiUhJaDJnlIFwSYKttQkJeGzs46fPGV/CFhc/fJ8YGI0GJzuYHI44asHwwi6HzBSHj2JEhZT/atl2dqIgqs+I4l4gD0X7pR8ZxxmnOeahoaEGnRSlKWLKIJi68eQ9+PY+1+akCwQ9HY90Rdu0GmHcdi5PVnGhubHqROk7nw838pcvfJ70stwKOlBrKw3zF9PbMgFnqKMJBrspoE5CYM0Xj+l9c04fOWdkxL1s4eAKIXZg+GlCJCRCTTSRMAQlTos8O4JClM05DU03jZNCR1ag6BfS0fdxfUwt9sTkQ47KfFwlcWbaHXqDY6Nm4ardhXPVFYD7YI+HQZTOKfwxlouPjvBf3x5TH1hU1UmLCCivVAWiwiuoJhOgMgODqBDv+KH27H8dxIIeSMFkkuCB6TgLTxKWj6vAGiJ4DiOeNQ4u1AWXkD3dZiEREI6EwHVXlxyWu14DNK6eH0D6cqJHvab0flcQgCDLvlrPm8Gu1MBIj83vWmA7P0duBZtDQktRF6usTawYgawYxhwEYO1ClDaozqW/oqgqCXNkQiAkQwqyf4EiHPziZgC2/VaTkigMMzJymGedX5AmjtChm2Iz0doqUsTXXEo9TboVvcTCMHAnB4xiS6nFw3MRCM6gkA5XAzdh2prRhoI6C6+hW4a1aBCP9ZVx9QePolKYTk5KKY6w6qq1+Bx7sLPt9hxYTfSM6/BVbLcNjtWSrPvAin4wq6TD9FCJocfzVGnYnUA8b6wgDg4p/DicDFfy/or7QfFlEQ8IPZY+lyAWFI3eMYTCYB4W4BxE7c7RqTgB/OHoddexpRVt6AiZeEUJs1HI0hO3IO+9DwVbcRodM5JlqhMWAs9BJtZtxzpeucTOnhKHl5wwF8UFGPek+nxuDTMwBYccwaAEbGAEkpipby01v6MjLBHkst/EnrWb06DzbiciZTh9iIgDoFhhgAWTYL0q1xmJYsd/160d1EU2yKHENR7+uiw7zYOQXqVKNT5VRqBYixEsu+pEiaXK96X/X9ZNkskCSJpkKxhdTqn/UiB2eKiOdf/s3opfL0Jkee9boTIc7OJwAiwj4i1OVz99RSlIj2zVvGIxz2MwaCvD95zZ6PnW3gdBSi01cHn6++T3L/ufjncCJw8d8L+qPgV25T2IySqmaVzwVITehCa1cQnb7IwKmQ6tcl2E2QOsNU2E+8JISd6VkYJXaiMWRHkWMoZrQo85vJOaIJfzZFhA5b6j4/uT6e8nP+EC16QAwAo7SiDKcdbZ1diiLwkqpmwzQbllgMAqOoQCyRB6Nog5HxQK65aHQKDjWfQJsviCR7HI3ekUjA+op6GllgDQayf/GccdhReRyiSdCNnt2xpgyHmk/o1tMAPacMRSskZtNY1N2GWC84MRz0tvm8pR31/oBuH/9Y+/xrlsfYhSgaJsi/N/Z7VF24TF4TY4e8VtcQAFojYCCFP+vhz819K2oqT2/YseMq2sefFd9ARPgbdesxmxNhNifpGgE5riWorXutW+DLXYPUOf6kyNihanUa63yE3sDFP4cTgff5H0AenjOuuyBTWWhIHlx3FExQiHZZKClHbzltLfD6khAIhRFnkvBQ2sPY4vgVEh352FPRhO2VjbB0e/cIAoCM9ATUH243vDYiZoiAI9dHjIyi0ZHOKtwAOPeJFuHJy05GQU6K5nNAXofCEna6m1FW3WI4QK3Dz0y4RkR4T7nA2WNHIqN0oDZfsMfhZ0bLJWiLnAWAGr/sfu1MEfLyDQcU1281m+h78co/DyIkSXSK7TeNbWjzBXHHmjLdaIrVbNL9G2ONLb3fy8qNB2GOYhgUZ6fi5Q0HsKCiCVuSBY2oFavaIEhA0ZxUuj0QaSeqfq0W123BsGGnIBJx2H/Cp6kb8EuSbieg3kC+IcH8X+sLKH6Xtb4ABMjTiYXu10lmEYc6/ch3DFUUGZN0qGjCP1ZD63TQ8+yzMwTY170lLe0Wegx3zW9onj45Nuvh93hLaQtRslwv3Ye9LmI4sNeem/sWNQD00nrIdn0h+jkcjhbTQF/A+Qwb/n/7vgLFaHsJwHu761A8Zxwmp51k9opsU5CTjAvsFoQlASaE0RUWsLLhZSQ68mGtlvP7s32gef6sREobFY+EBEvU6yupOo5QWFIItgO/mCvXD3QbLH2Zh805O3k4SgTooVlj8fCccch3pWiEPyAPUMt02hGWZE89Ec4W0UQ/Z6dDnaeTRtWMIAJdjbq7kVpUAvI1A6B/D+r1/mAYyzccwLQXNlHhH5IkLN9wAG2+IBJtZpRUNeOONWUAoOjeRCIeyzccwMqNBxXrAdlAJ8sJNEpnMr5jMlm8rLwBM1okhWj94H+/RVxlO6YmJyiijMXZqVjqSqXLtntkxwHrNW+aOQlZNvk7hRX+S12p1INe6wugov0kFf5LXamY6oin28Yi/JPMxh0tjL6Nov0urSYBrcEQ6vxdWFN3DAFJgqX7u5j8TLoozatQvt+AHA160d2Em/dWKpaTiMlO7wm85G7s8b6iIUlh3dQXl+tBWtx7uscm6TeCYIHL9SA9ts06Sh5QRr3w8jZpo+b3eGyTyYrMjLt1rz039y3kuJbA4cjT3dflepALfw6nn+DifwAJhSWFB5T1CmZ25wmXVTdjb8MQDLMrRVDYLgIpNuxtGIKLkg8iDBNSkr344isRf/044q2vP9wOyWlBKNkCAbKoAoBduxuRZBapeCEQAUMgU4hZwfbQrLFUmEUTGRwO4eE545CXnaybKnZTbgaKRqdgfFoiFf6BUBhl1d21Kt3iXC3SxR4+egU5yUiwirCaTVHz//3BsKEBkOm0a/5GCGRiMmsAqPclkCnJP5g9VrGeRCdKqpqR/dgnKKlqpsvZv8XlGw5g9ON/U0yZJp2RiAEQay0B+ZsuGp2CsvIGhWFxuKEDRaNTsHb+ZI23ujg7lS4rdMQrhD+pK9hVOB5WxolBPObEeABAU37IunWTxygMAAIxJNQkiqaoBoARRscj15Nls1Djwy5GPg8BScIVpfux3duBXW1aIV+cnYoks4jt3g5qAKhrI8QY+m5HIyfnB4ae/dMVyWRfIuolKQC3exU99pQp72jOLUkBVLtXQBQTVEdT/l7CYb/h4LO+uHYOh3NqcPE/gDysSn0oGp2CqmXfQfGccVQslFQ1Y1RCAMc7laLc1Bmixb2PXr4K48YcQnOLA4Igof5wOzKcdoQlCQV5aQimWCG2BNA1JgH33zeZiop6T6eixaPa01pW3YKSquO6YoIYANzzz4kVowjBw3PGoSAnhRbNstGlTKcdgWCYesIznXbUPH89Em1m6s0l7TzJ/0RmHfZ0wjHEoqgZUBu3BKO6AgkwrBvwd1/XJelJuuvV3YTqPJ00jSfBZkZddwG13nYFOXIqVTGTukO87iTiRv4Gl284gHE//lQh/F/ecAALfl+qiQwQMrq/W0j6HjEsYu3g9ahrFNKtcbo99RdfMAKJogmZ1jhFVKE4OxUZ1jhYBQFFjqGKdUXOiPi3CHK9gV7aUKJoAgTQyAGRmnrGg5qe2pPW+gLItMXRbZPMoiJiAcgRhPebPIr9bt5bidZgCCKA7d4OpG/ep5m/EJIkLK9RTmEmLK9pOu3IwOnAphRdPfMb5LiWoNq9ghoA6m0EIWJEhUJyBMjpKOxerm0FejpRCQ6H0z/wnP8Bhs35Jw9dIpCWbziAeEsQje2RL9s4k4SucMSLtNvnwN3C++gabcKQ6nqEwwJMgoQMpx1l1S0IeS2Ia5FbfQZHJ+BX/zyAuKp2RavDTKedFvayZDjtyHdpc7kJPNef0xfoeazZvwF2uBf5G/nyqWtx2VN/R5svSLsQsRGqaS9s0ohqvc5ViTYzEpmCXYIAID8nGWXVLYZtQYnnXy81iS1U1isevjQ9CWFJQliSdFvrmgSBRu/Uhf4lVc341+FWfFBRj+0/uhq/3lSJQEgu+ifOhH/Ve9HuD6GsukXxfrIdxtg6IxJ17E3rXqMpuubKdiw22fHQVdr13+20IBSOw8Oqfvqh7i5DU52R7kNApOD2ncZm1Pm60BYKwxeW31d1QTKZOqyHACjmHqhJFE24JMGOOsbgaA2GFMW/hFpfADfvrVS0TwUAc/fvichfdv7CuG1f0qiCXpvRDGvcgLQQjaWWgPysTvshHXqcjkI4nfmKVqBORyHa2r9GMNgGr7f8zNwMh8OJGd7tJwb6c8jXyxsOYKe7WbfH+tPr/oy1e23oDA0BEOmu8/S6P+P13XJv/7AzDoErRsBS1Q5TZRs1DoZfFIeGoA1xle1U9JAHf9eYBFyZFA+zN4DalpOo93QqupiUVDXTQUYcTn/T0xyCd8trcUHKUF1hOvWFTWjt7FJMPWbXEcOATDRmC9bDkoR8VwotRiZ/A2xHHtKJ63TQ61hEzk/EubrTFxBbtyJybHJfxJBQn1M91Zh8J4x+/G/K3P4eUoZimTUhmoRTGkZHuGnvQZR4T0Ttx6+OOJB1iaIJ7aFw1DQvoyFlUx3xCENCifdElL1jP6Z6PgJBr7NSotmEA9Mu0xy3vweMVVe/YpiWQ7oHAYAgyEkC6u5C1e4VsFkz4PPXA4gYAmQ7j2enYVHvmYZ3++FwInDx3wv668vD6KH49Lo/4fXdcpqCet1jf16GtV9fhpDTAqRYIVa2oyAvDWvnT8Z/vvW/+OIrEUMvcuD7mSMUoqd4zjhsS5bFDfHc9VYAcDiDiViHn4378afUQ37gF3Pperablfp/lmhDyAh6szSMUAv0aPv2NLegeM44vL+7LqbBZeoIiNrwN0r9kaOUx6PONDCaZdCb2QbRuuf0NIn3lUNHqGefzCgwmknATi0GgExrHC6wW1HT6Ue9QQRhqSsVv6s7phD6rPAnP6vbjKoHl7Edhdhjs/dMogoD3WIU0I8QAJG5A6KYgMSES6jAZ7f3eHZCkkKYMuWdgbp8AFz8czgsXPz3gv788jB6WBbkJOtGBZbXNOFX/zwAZ2sQHcc6kXZJCqrTbfRBR4Z7FeSloaKiiYqe+++brOhZrR40JgoCqpZ9p0/vjcMZaMjnnDWCASiEv/pvjwznynDakdXdLrR4zjiaZmOE3jwOgtqAYEV9tP1OBVKPwJ6PDBH8w+fVilQqcs8kcqA2ANjvJwCK7ybymq03KK9poZEN9XsebT7B6ZK2eR/C0KYE6RkAen39AePIQJJZxP9kDMP7TR7degT1/mqDzSIAAYNfr3qYGhH+pJahptOPO9JS+rWdaDSMIgTV1a/A6y2Hw5GnKdw91bkD/QUX/xxOBC7+e0F/f3noCRQ9Lxk7dEc42IadbSewJVlQeLrWTR6DK1duRV1LJ0y+ED0mmQZsrmqnXjz10KVYi/44nLOBngxrkqqi9mST5ay3G4DibxSQRfb/TMtRpNSQNCNBAPS+YYtGp2DPIU/UugDAeMiZRRQwItFGjRI1sUw4znTa8fmPrta8T2RoGhnaRu6ZpCoBcrMAtk6CFP+zQwuLRqdgd40HgVAYoiAgz+XUjRr0FazQ10sJIkPEiKAm4po1AHoaNKae/UBQ1xLEOmFabx4C+z1OrpPMPzBKhRoM0YHeEEu6UV8bDVz8czgReMHvIOKhWWM1xXt6hLqHzoQkCeLYRKzNHoesLV8gIEkQAeQ7htLOEiZfCKFkC3xXjECoshVxle3YLdVQwWA0dEk9eIjDORvpqZi4aPQwXS80+7cnz7pQerjZWoBEe5zucuJFV+fuZzrtePu+Ary84QCdBKwnFI1y/jOddtxyeSYdKKaH+nh6YjQzeYjuvqSDVz3TnUgv5Yk9Zll1s6KGgXQqAyIRDeJoOJWJxUDP6V2lLW1YmpeuEcHk9ect7ZiWnEBfE+86iQhk2uIgSTBM+QH0hT8gtwtlDQDNe20w7ZgIfzYFKYRIFyNybYlmEZclDFEMWmONnc9b2hX3ynImIgO9RRBMusPJ1JN9ORxO/8BbfQ4iVm48SIV/IBQ2bNP3qGsUirNTFcNlyDCaEICd3hP41T8P0J7dYksAocpWiGOS6EM8w2k3HLpElhudn8M5W2BnabD0plXtw4zHnxyLDL8rnjOOFhU/NGss/fv51+FW2q53fJrSy1jn6cQda8rw8JxxuKXbs67GSPgL3fu/v7sOid3tQvVgZwwA+l5odriYOv1Pb1sWi2p2QklVM8rdkRaY7HWpOxVd+tTf8TJzLjbi8DIzt0BNeU2LYq6Bev9pyYmG3u/i7FR8mDtWsV7dorS8cAKy7MpZAOyAMgI7x4Dtau8PS4YtRy+wWXWXE9RJRiFAkaYkdL/OtMXhRXcTsrZ8oUhnqvcF8KK7SdNOlBgIpztnoK8hA8TYlqJGdQUcDqfv4Wk/vWAgcv57CpGzuaFs6zlXvQ+3p6VE2ntWtkMSAEGSvXh52XK3oFgKJTmc851Yi4oJt/2uFKJJoOk/gLKgN8Nhx615mYqaAwLxqJP0GwLxoMfSBcgIOkHZbEKgO51IXWtQNDoFXx1ujekcRmlJaiyiCSMTrdQoyHDasf1HVyu+58qqm1HbfBL13k7DgmKj+oxTSSVi23QC2m4/bCqNumPPVEc8drWe0BTt6mFUcMxilE5ErqPEE4lQkCgBGy1g05fU3YQyrHGDsl4AAHaUTIfPV09bh7LCv6/Tf3jaD4cTgYv/XnCmu/1Ee7C9vOEAzfUnDxfSQSLnsA+1nQFk2iyo9Qfww9nj8OqavQiEwpAE4AffnwJzVTsX9xxOP8J609ViFZAnEJsEQTdnnwh8Iq5JChH5X08sWkQTLs92GhYUE9RtRtXretvatCcDwKiQma1tem93Heq7U6TGpyUqagNIKqK6wPh0ComNnCaZtjhk2iyY6kzQiOXlNU14tfYokswibk9LkT3q0Apxet/MMrbewMgQIIPN1DUAZB+jfdl6AECekRBLNyFiHCSIJhy8SttmtK/YU3EnvN4yjUefePoJgmDB1TO/UazryygAF/8cTgSe9jMIiJaaUJCTjJKq45p9RJOAsvIGjP5XK9ZNHkO/7C1V7Wj4qhlZdln4x1W2Y/eGGppOJEjAy+/9i4bZORxO/0D+btX1BuzU3tqWk/Tn4jnj6ATiNl+QTjUmU4BFQaAGQEiSDQQCEcIFOSl00rFVlZoTuS55rog6NUiANr3HCDaNpCfPv1EHI/KdVFbdTIuHydA2MrmYTB7O7O68pI6iWET5Edab7zO18AfkFKCpjnjU+bpggn6b0eLsVBy46jIq/Kc64mlhrlr4L3Wl4vDMSTQNyC9JsAqCofBPNMv3oddFiLT7ZKcgK+i+bRKZUAt/kVlP0oLYSEZAknDT3oO6KUOXl3yNvNKvdScQxzqZONkp147ppfiwSFIAbvcqnv7D4ZwBuOe/FwyE56CnqAAAFOSlYUuyQAd9FeSlYUquXBOwe0ONonc38aKlp8Vjx0PTz8g9cDjnIz2lChFvN6A0EMhwMiDSk5/MKBAFAYuvHgPRJODd8loc9vo0UQW1957tPtQTFlFAwCj/5AxSPGccXvnnQYQkSRG9YKchs2lUvUll3JYiQBQETc4/IBsG7AwUNerWocSbTgaTEVjD4orS/QpRTzr86EULCGoBT/ZRtyGNJaVIPZuAPbb6eHoDyNT3w74PsXYZYsU+Ox0YAC3uZY2B/hD+3PPP4UQ477r9uN1u3HvvvThy5AhEUURZWRmGDh060Jely0vuRoijE1CMcfTBzT7kr7h8FEyCHAEYYhIQDkvUELhCELrbeTYjIz0BJVXNVEDQYT5vlWHelRdo8j0HY3cIDudsI1oKykOzxmJHpRwZuPXyTIVY3f6jq3HHmjIcaj6BvOxkTSMA4uFmhT85JgCFyCedhaIV77Pi2kj4x9q6kkUvHYgV79Eg96CeeGy0LzF22FoFo5qBD+foDzALhSWs6yFtiO20VuSMp8J3/eSxuGnvQdR1BlDn78J2bwf1pOsJf3U/f/Y+2fQdQpNfKfyJgN/u7TCcS0DfG08HWoMhuh0R/lk2C3YVjkdeydeo6+5w9KK7SVFfAESKjZfXNGm6DL3T2IzPW9oNjSV1vn+1e4VC+H9iK0aGMB/F2alw1/xGsY4/hzic/uO88/xPnz4dP//5zzFt2jS0tLQgMTERZnNsNtCZ9hyQL9mrjodh9gZQUtWs6NdfOCUNpXsaEFcpt3kjk0vZ/UwmAVuSBQzZ0IBwWKLbFL1VhtrOAAouTzstjw6Hw+k/ejv8DwAW/L4UdS0ncUHKUMV3Bkk3IgO+ekJdWKx+Ha1INRrRCopjNQ4i16CtJyCF0ur3jFy/URS1ICcZa79X2PsbUqH2mgNAkWMoTBB0J/ayhces8NczAghZNgsWjEqm6/SiCOycADK9mBX1agMkFojRwUYc1FEBFrd7FV5yN2CILR2LRkmaVJ8XzMvxZegC3OeowQzPD2lU4FPbErzln9anzyHu+edwIpxXOf9ff/014uLiMG3aNABAcnJyzMJ/ICjOltvM7WjtoEO4SNHuD2ePQ8O2wwrhT9qDFmenYkaLBAkS1s6fjBktEsJhCSaTvP+CD/aiOt2GgsvTFB4qLvw5nMGD0YwCuTOOtliXsPZ7hdjx2Cy8fV+BIjf+oVlj8dCssbjnSle38ZCi2I/N489w2ukEYMIJf0ReJtrMMQt/dZvJkqpmXeFvEQXd2QPqTH42tz8kSZraBdKGdfmGAxj340/p5GJyTrZdKJs+aRIERQvSU6U4OxUW5p4tgoD1k8ci3zFU97t13eQxKHIMRZFDjkCz38HkGUCON9URT6MHrFGg5/dnZxi0hkIagU9qAEi9gx5THfGKVqdklkwswh8A1uFmVJoL8JZ/Kn7lru9eKjdI/QWexJehCzBC8GKNNxvL7X/A1TO/wRbnr/CWfxruc9QAAG7aezCm2gIOhxM7g0r8b9u2DTfccAPS0tIgCAI++ugjzTarV69GdnY2bDYb8vPzsWvXrpiPf/DgQcTHx+OGG25Abm4unnvuuT68+v6hODsVP5w9DqFkC0KSBAlyu87dG2rQ0Ch/AReNTsGBX8ylRXJ3rClDWXkDpiUnYuXGgygrb0BBXhpOzklDeEwiysobMKNFwrrJY7DUlaroG82FP4czODjdGQVGc0MenjMORaOH0VoggrpgtnjOOORlJ6N4zjhYRBNCkhw5LJ4zjqaoFOQk06JbQCv0i0anoGrZdxRFzkYEQhIt7mVh7zLDadfct16kgHWWCMw2pPiVNQwA2ZgpqWrWLRpeufFgr4yC5TVNinz9gCRheU0Tnc+ix/rJY1HoiMd2T7vmO7g4OxUjLbKTKgwJuwrHRz2/+g6sJgFt3elXWTaLQswTA8ComJikNrHGAdteNJrwB+TPw5ehCzBcasI64XZ8iFsAhLDMtAz7hcswXGpCSrgOALDH50T65n1Y483GfY4aeDylchqS98Sgm1PA4ZztDCrxf+LECUycOBGrV6/WXf/uu++iuLgYTz75JCoqKjBx4kRce+21OHr0KN1m0qRJuOSSSzT/GhoaEAwG8fnnn+M3v/kNSktLsWHDBmzYsMHwevx+P9ra2hT/BgJzVbs8qCvZAgHyF6p6Qu/KjQfx0KyxkXz+7of68g0HcM/lLVg7f7Icsh2dQA2Ap9f9GTeG3410ChL0u1xwOJwzz8NRetc/NGts1JoCNmrAOgaIAUC846RnPhshKBqdQguOyTlYIwIA7r3S1d2daBhdBoDOIQAixcrkeo0MALWwiza4rL6725EeFlF5HJIOJCmWRQagketmowJq2AFkscCm/LADwvQGcKkRBUFRNMwes87fhamOeJR4T+CK0v2Gx5jqiNfUZpCpw2yq0FJXKrJs8kCzl9zaNCXCi+4m5JV+je3eDsVAM0A2DG7aexA37dWvJyE5+5eJNTgmpGK4dATrhAX4L7yHr6RxGCl4cUxIhWiKGCSkbarTWYB1wu0AtC1KORzO6TNoc/4FQcCHH36IG2+8kS7Lz89HXl4efv3rXwMAwuEwMjMz8eCDD+Kxxx7r8ZilpaV46qmn8Pe//x0A8NJLLwEAHn30Ud3tn3rqKTz99NOa5QPR7adrTALEMUkQ/l4PQYoUwrG9wsnDmXS+2Oluhq/zMB689EfY4vwV1nizqdDPP1yLC07+A0l5sxXL+Rcth3N2E+vckJcZUWvUN180CYbDB8l+ADSvWeHPwnYy0tuPYJT7r5530JeQmoBEmxlfPnWt5v2a+sImSJKEHY/N0uy7cuNBbG9px7Zhsj/NaEBYT9+v6tRL9Wt15yCWaDUCQOSZcSq5/j1h1A0o0xaHOdaD2N0hRwAgSYAgQJDCkAQTptg82ONzGnYtiiW6ECs855/DiTCoPP/RCAQC2LNnD2bPnk2XmUwmzJ49G6WlpTEdIy8vD0ePHoXH40E4HMa2bdtw8cUXG27/+OOPo7W1lf6rq6s77fvoLdtb2tE1JgE/nD0Oj4SGQJDkL3AJQHpaPOp8AUWIWxQEWfi3nUBZdQts9nSsbHiZhlJrZ0zEfY4a7EzPQqnl/+H13clY6kpF7YyJNAWoJw8Vh8MZvMSaLvQwI7zVEQIAGuHPHmP5hgOaAWasd59EI9XMz82gcwgA4NebKuk52PkErLBnfe51nk4690APq/nUH2mXpCcBkGcNZD/2ieLe71hThnpPJw57fZj6wibFfsRI2L23Edn1nRqBb65qx1XHwyhyDDWceUAgOf56qZg3761UCH8RQNPMSXRGwO/qjikKgAHleyd1v2aFf6JoQqY1DondqVtTHfFoYuYTWITIDAJAmzZk7TYet3s7cPPeSgBKY6fO14V9PgfGBUsgQBb+kCRIggmXiYcwa9TFyLTF0bkLbK2EAPSZ8OdwOErOGs9/Q0MD0tPTUVJSgsLCSEeGpUuXYuvWrdi5c2dMx/3000+xdOlSSJKEa665BsuXL4/5mgaq289SVyrMVe30YVTi7UBZeQMAoGtMAlydQP3hdurZSUywoK09gIK8NABAWXkDJl4SwkNpD9NuCo/V/hbH/t2FtEtSUHJXge45eQSAwzl36SlCEEtHodvysjTrV248iJKq48h3peimJpGIw683VdJ0ogO/mAsAmPbCJoWwJ9emXk7Qa0HarS81qLsVxULN89fT2SgsJLLBFgyzywnRprRHI2vLFzQVs3bGRADAvIqD2H/Ch9ZgiHb30YsIqCcCG7UCJYXDZEKw2stuFBnQmx5MUHcdyrV6keP7lKbwEBNEQBgS43vknn8O58wyeFvd9BNz587F3Llze7XP6tWrsXr1aoRCxr2U+wPSU5oV/g/NGouHACyALOrjKttRj4jgB4C29gAy0hOwdv5k2iWhrLwB/+f7Dm7I+Rv+r/o7OFYpC/95V16gOCcR/D15qDgcztlNtAgBWW8kWKO1xCRRACMenjNOtxj5oVljkeaw42i7H/5gWHFtn//oao0BQFJ/yDGIuDf66iLCP5oRoF6X/dgnALQzC0qqmjH68b8pvidFAYr6KyL8M5x2vLe7Djsqj+Pd7yvfN2IIkRSrh2aNpQXDlqp2hCUJC5r3Ij9xKKaNTURp6wkqiFkPO8nlJ150dWqPngFQ6wugyDEUe1rlKdOGE4ShrBcgHX/YoxHxrn5CTrF5sDNYxGwsdO8bEf6XiYdQ5Myn4l8E8MPu6Ac7X4DD4fQdZ43nPxAIYMiQIVi3bp2iDmDhwoXwer3461//2u/XNFCeA6NJoWqPFAnrEs8X+/B8et2f8fruZJiFIIKSGfdc3oInb/6vM3YPHA6HAxjPLlDXIhhN6X23vBYmQUCdp1NzjJ7QGzymxsg4SLSZkWAz47DX1+N52OJo9tzf/lzpeCLXTbYnQxpntEgoK29ARnoC6g+3I+2SFFSn2zQRWWIAFDmGYqozASFJgtjduIEdxpXvGIo/1B9XGABJZhHfzxyuqBHQqwfItMWhztel651PNJtoJyE1Ux3xCENCifcE4oUudEhx8nvDRA5GCl4kh+vwjXApgEjkgHT76cuiX+7553AinDU5/xaLBVOmTMHGjRvpsnA4jI0bNyrSgPqD1atXY/z48cjLy+vX86h5ubs7h17XDzKRknTKIMJf6hb+RaNTaG6v270KU5OfQpxJQlAyI84kYWryU3C7V53R++FwOOc30WYXLI/yfUd4aNZY3JaXpRD+ZHlBTrJme3UnIVb467WPTOgW/nrdfdp8QbTrGAUCoJmZoBb+giCfe5qqXuD93XV0+4z0BJSVN2DMV20oK2+Quy4dbkdBXhqq022Y6ojXCGBSI1DYvY5tJ0oix+smj8FO7wm0BkOKGoDWYAglng5N68/0zfsUQ8duHyXfm17HHyPhT7av65Sj0R1SHJ1XQNKZpjricURywGuW03qm2Dw4PHMS7nPUYI03G05nIZa6UmOqleBwOL1jUIn/jo4O7Nu3D/v27QMAuN1u7Nu3D7W1tQCA4uJirFmzBm+++Sa++eYbPPDAAzhx4gTuueeefr2uRYsWYf/+/SgvL+/X86ghBXfqwjnyAD3s7URIkiAI8gMonGyF/5p0FOSloaSqGTvdzXC7V6HavQLbW55CV1iARTShKyxge8tTqHav4AYAh8M5Y5zu7IJoxygaPUzxunjOOFQt+45GmMvbpugKyku7i36NrkMvIiBBTvcxKjZOtJlJkxvUeTqpAUDSmKxmE9IdNrluS5Drt0g75+I547B2/mQsdaUi3zEUL7kbNQ0ZhINtsFbL6THsMKxHXaNgrmpH4Z/LsN3bgSybBRJAi2qzbBZs93ZoDAASG9DztpN1aiPAiDp/F4q6h5sBoMI/IEkocsYj0xaHxpAd9zlqUNz5P9i0+WLM8PyQGgDbPe1YP3ksHnWNivGMHA4nFgZVzv/u3bsxc+ZM+rq4uBiAnNrzxhtv4LbbbsOxY8fws5/9DE1NTZg0aRI+++wzjBw5cqAuuV8hDzcSzmbD26RHNyB7+kl4eEaLhM897YgDUFbdgj/tSQLwFF7fnawNkV/+FFzZxpNCORwOpy+JNpsg1oJYo2OEwhIyumcBsMbB2/cVKFIk2e9OdatRdWFvbzBKJyLtQ0lEoc7TqaklaPcFIQoCNUjIQDVALq6WJNkZFHRYaDtRIszLa1pQUtWMLrfcFY5AvudHTUihxb3qFqJZNnl4ZHF2Kn7lbtKdFBySJE3KTwjGRbpqpjoTAEC3hWmmTU4FcjoLIHjlZhSCYIHTWQB4edc5Dqe/GFTif8aMGeipBGHx4sVYvHjxGboimYEq+AWUBgDpjkEeXgV5adhReRyiJ4Bbx48Cxo/C8g0HEAe5C9A0ZwK+aU5GWXWLJkROjul0FuChnDN+WxwOh9OnEKNAr17g7fsKsOD3ckvocPczRh09KKk6jrLqFsNuQWr0Og0ZkWiPQ5svqIko+INh3RoDAXIqEDuBuM0XRNHoFCzNy6Z5+uaqdpRUNSOUbEFcZTvMrnYgO1WRXhUcnaDp4Eb+f9HdhAWjknHz3kqN8KdtQwVBUYxLtityxuOQz486X5fu+yEAKHQMxTuNzajzdRmef6ojHi+6m3Cz9P9wk/C/WC/9P6zjHec4nH5l0Bb8DkYGsmBo3I8/pd0xHpgxGqJJgD8nHqIg0G5AtGgsJxlXXONCSJJgrmyPWjwXCktRvXEcDodzLhGtoJik4kTrCJThtCMrecgpRQnUhgXp9MMSreC4zRekgv5X/zyAuMp2hO0iMhx2LLgkTTOs7aFZY/GSu5EWAatZXtNExTlgPCisyDEUJshGgF6rT1L4qzYASMTBqGXn8pomNLfsRKu3BOuE2+mxb5bewQ9dGXC5Hoz2dvYKXvDL4UQYVJ5/jj7qtniaB1d2qqJntqINX5Rcyd70neZwOJxzgWjOjjSHPGhMb6aA1WzCsHgLbr08E8s3HFCk6bBEMxzUm+vVFujtazWb0OYLItNplwX+JhPiQmGE7SJMnSF0SHIHIvKMsIgmmuL5p21VSBpiQfGPtOJ//f8dwJGTfuCK4RpPOzEAMm1xmOpM0E3bSRRNuCxhCK0pqPUF6P9WQYgq/AFgnvQ+qr0rkONagv89FCkG/mF2BqrdKwCgTw0ADocjM6gKfjla2PAtO4GTLQLW65nN4XA4nN5x5ZhhmiFjpC7AHwzDJAi05oq01WQRTQJNzyE5+71B22NIZnKWAxndcw1ISpAEwNQZgiTIBsPyDQcUz4E71pRh+YYDaPeHUO/pxB1ryhTHvGNNGeoPtyMxTtQIf9JFqMgxFJk2i27a0FJXKtpCYTpQjAj9Wl8AIgC/JNGiYqOp8ZIURo5rCT4UblEUA38o3IIc1xJIUvS2rBwO59Tgnv8YGKicf6O2eICcr19SdRwmpisEW8xbVt2MvOxkntLD4XA4MVJSdZz+rK4JWL7hAOo8nch02lFS1Uxrr8j/pHg302lHQY68jO33H62WIMFmRpI9DvU6EQcAMAkCzaeREGntnOm0ozUYogMeAWDx1WNQVt1M05IsZhNsZhNKqppxx5oyRQG0RRTgCEA3Jchc1Y64yuOo8wUwIyMRxTNTNeuH7WtB/Ag78rNHosgptxsl04lFALekOg0jJACQk/MDzVR5OrzMdQuKXTznn8PpD3jOfy840zmDPQ27eW93Heo9nZqR8uSLXb2cw+FwOMa8vOEAdrqbUTR6mO5sFfY7V8/pwqb86A0gI1OJ1RgtZ9dFSyeKBtlfPeCMPV6izYz/mZZD7zna/bDr1cuJcCce/J6KdtXCv6flpwPP+edwInDP/yCmp7Z4obBE27yxI+WJ8M/L1g694XA4HI4+sXznkiLdgpwUTUSWdAwqyElWrHu3vBaHvT7UMYYDwWo26Qp/UjzLCn+j6IFFFBAISZr9H54zDu91DxJTtyIl6Ul1LSdR5+lUTEhevuGAxiBRrwfk4mdSt2DowYd+ZKG6+hU0e7Ox1JWvWT9Peh+epAyEpHOzjTeHM9Bwz38vGKyegwW/L0VZdYuiywN5SAHQdPThXX44HA6n7zGK1hJPOZlDAECREkS88ux6lgSbGYFgGP5gWOPB1+sYRCACPtNpx9F2v8bz/z/TchAKS1hfUa8Q+tEiEWoKcpKBFBu2JAsaT/2CD/Zie0u7XDuhEvhkAGWOa4miqNdo+ekyWJ/fHM5AwAt+Y2D16tUYP3488vLyBvpSdCGTLdkuD2Q68PLuhxGBPIT0xtdzOBwO59R5WGfyMCA7YIpGp1BhzzZwAEBrBciAMrZYuGh0CgREZgKoPfiso0cNSfep83Tqev6Xd6c5ff6jqxXFxnXMdRZHcRIV5CTDJAgoK2/AjBZJIfDvWFOGsvIGZPugm/P/f9XXYeW/XsD97wXx9Lo/A1AK//+rvg4Lfl+Kl5mIA4fD6Ru4+I+BRYsWYf/+/SgvLx/oS+mRaN1+9AqIORwOh9O/PDxnnO5wsYdmjaXiuq5b+AMRRw4gTx1OsJmR6bQb5vwTz3+iTZvJazR5mLC/oQ0rNx7UDCwjjqSHZo1F0egUzX5Fo1NQNHoYTTMtK2+gzx5Sd5bptKP+cDv+/PZXin3Js+jfzfH41jMOr+9OxnUvrlAIf7lxRQvKa1q4AcDh9DE87acXDMawISvoAWVeJrtMPfiFw+FwOGeOaA0cyPThotHDFA4a8v1ekJNM1xmRaDPjy6euxejH/2bYXQdQphsBcjegQHfkQZ3qUzQ6BWFJQll1i+6xiOef7XpEuvtkOu24KTcDv/28GoFACIkJFnz54zmRYuIEC9raA4q0pYuSD+I7U65X1BSQaMjpPrcG4/ObwxkouPjvBYPty0PPk08mAQMRDxM7HfjAL+YO5CVzOBwORwejyKy6XkA9RZfATh6O1l6zJ4rnjMP7u+tizvkHoCliZo8FQGO0EOFPuMj5Lf7tudDwevrCYTXYnt8czkDC037OYkJhSdN+TRkuPs4HgHE4HM5ZgPr7nEBSg9IddmQ67bTHPwA6ZIzUCxAP/A9ma8VyptOueZ3htCvqBYpGyx2Mbrk8U/ca9WoAEm1mXeGf6bTjoVljsd3TjvS0eLpcAqjwn3hJCGNHH8K/PRdqBqaR8/FINYfT93DPfwywQ74OHDgwKD0Haq8R6QAEaPtNkzagvNsPh8PhnB2Q72+SnqMeMgbI3v9bL8+kzwJ22JceBTnJ+LqhDf6uEG0VqhhMBmWUQW92AaDtOERak5JrCyVbILYEwDLxkhB2pmfhPkcNqnanaq7TJEioXvYfp/JW6cI9/xxOBO75j4HBXvCrFy426XhRSOFWSVUzymv0czg5HA6HM7hgHTekMPjt+wpQPGccSqqakdHt1c9KHqJ4Frx9X4HG48962MuqW9DuCyIQkmhRL1sPQOR8ptOO4jnjsHzDAU30WBCgaTXa5gvSiECm0w6xJYCwXVRss7fKgvscNRjeMkHXQAlLAu5YU9a7N4rD4cQEH/J1DqAXLiYDvkqqmlFSdZwPAONwOJyzFPIdbzRcjLT73FF5XPMsSGcKeQUAVcu+o/DcZzApQ2qKu4eE1Xk6UVbdTA0AFqPcgTZfEKJJkIeUMTn+kgAIEmDqDOG9D23wB7RFzMRJVVLVjDvWlPFJ9RxOH8PTfnrB2Rg2JF/yvNsPh8PhnH9MfWET6j2dtAhYr5MQ6dijRl2wG62QWK8QOd1hQ3soTIV/eEwiAqMTYKlqh6myTT4mkzLEnq9odApqW07ybj8cTj/APf/nOA/NGotfb6pUDADjcDgczrnPyo0HUd9dH/D2fQUKjz95FpRUHdcIfyLySQoR8firhT/J7QdAC5HZLS5IGYqyWg8AoCAvDVuSBVgEAYHRCZjhjEdZeUN3NENuZco+n9gW1kYTjDkczqnBxf85jl63H24AcDgczrmNXi0Y+Z81AEqqjmv2DUkSk3pznE6RZyGFx5lOOzK7W4xKqvXEqAglW7AlWcBSVyqKs1Nx096D2IITiHNakGW3YO33Cul+y2uaEMqJp2lOvDEFh9P3cPEfA2y3n7MJ9Ze/nteHw+FwOOce0VqHkvVq2LQbUh8W7o4AqJFg3N+f7EdqDcLJVsV6U3ez0q4rhmO+K5UuX17ThBfdTVjqSuXPKA6nH+E5/73gbMoZ7GlgDM/953A4nPMb1iGknhnDCn5SFAwoW4GSDkHEAFDXBBTkpeFzTzuyrBbcMi0bL7qb5LQfZpsix1CsnzxWIfyLsyMGQV9xNj2/OZz+hnv+z1FOxevD4XA4nPMHo3x78vO75bUQBIEKf3UUmfX6k3WjH/8bNQCKHPG4YsoovOhuAgCF8F/a7fF/0d2ErC1fICBJ/Sb8ORyOEu757wXcc8DhcDic8wkyMNIoigxojQISAchw2rH9R1dTrz4LEfpE+FsEAbUzJvbbffDnN4cTgQ/54nA4HA6Ho0u+K8UwilyQk4yCnGSF8C+eMw5Vy76DotEpqPd0aoaCWQS58PdFdxNu3ltJhX9AkrC8RmkgcDic/oF7/nsB9xxwOBwOh6OkpxqzrjEJCI1OpCJ/qSsVJZ4ObPd2YKojHusmj+E5/xzOGYTn/HM4HA6HwzllotWYvdPYjLrOABX1bArQVEc88h1DAYAKfrKO5/5zOP0HF/8cDofD4XBOGaNe/MtrmuBOt2GpK5uK+eLsVGz3tKPEewKmyjZYkyXABboOkOcMrNx4kPf553D6CZ7zz+FwOBwOp88JGXTwWT95rNztR5BnCrB1AcXZqbBWd8iFwybhTF8yh3NewD3/MXC2DvnicDgcDmegeNQ1ynBdcXYqkJ2KlU7l8Ek+i4bD6X94wW8v4AVDHA6Hw+H0LUTwkwFi/SH8+fObw4nA0344HA6Hw+EMGA/NGkuFv0U0cY8/h9PP8LQfDofD4XA4/cLL3bn7akH/krsRb67/BklxIm6bkEaFfyAUxoIP9uJQpx8Z1ji8f8uUAbpyDufchYt/DofD4XA4/YJoEhQ5/YQ9FU3oONaJDgDLGyI5/gs+2Iuy8gYAwAV5aQNxyRzOOQ8X/xwOh8PhcPqFUFhC0egUhQGw4PelKKtuQWKCBW3tAQBAibcDwZom7Kg6DrF73yJH/ABdNYdzbsPFP4fD4XA4nH5BNAkoqWqmBsCvN1UiEAoDANraA8hIT4DbDpSVN6C0vAEigIz0BNw6fhRCYd6PhMPpD7j453A4HA6H0y+QVJ/lGw5AFAQEQmGIgoBQd6PBW8ePwi/Fk5Aq2yEAkABsf/CqgbtgDuc8gHf74XA4HA6H0288NGssikanUMEfkuRUoOI547B8wwEIn9VT4S8AWPDB3oG8XA7nnIeLfw6Hw+FwOP3CyxsO4I41ZSipaoYoyBN7RUFOBXpvfyMV/IIA/OD+Kegak4Cy8gZuAHA4/ch5Jf6//fZbTJo0if6z2+346KOPBvqyOBwOh8M5JymvaUFJVTMynXaEJAkW0YSQJCExwYL6w+1U+EsSYK5qxw9nj+MGAIfTz5xX4v/CCy/Evn37sG/fPmzfvh1Dhw7FnDlzBvqyOBwOh8M5J8nLTkam0446TyeKRqfgwC/momh0Cu3yk5BggXvZ9TQFiBgAoy5JQSgcHuCr53DOTc7bgt///d//xaxZszB06NCBvhRUV78CQTDB5XpQs9zrLYfDkYecnB8o1rndqyBJYc3ygTg+h8PhcDh6iCaBCv+SqmaM+/GntNsPANxXkA1AWRhcjHEovatgIC6XwzkvGFSe/23btuGGG25AWloaBEHQTclZvXo1srOzYbPZkJ+fj127dp3Sud577z3cdtttp3nFfYMgmFDtXgG3e5ViuddbDo+3FF5vuWK5270K1e4VEITYfn39fXwOh8PhcNS8vOEASqqOo3jOOLx9XwGd4GsSgKLRKSjISVa083xo1lgUzxnHW3xyOP3MoPL8nzhxAhMnTsS9996Lm266SbP+3XffRXFxMV599VXk5+djxYoVuPbaa/Htt99ixIgRAIBJkyYhGAxq9v3HP/6BtDR5WmBbWxtKSkqwdu3aqNfj9/vh9/vp67a2ttO5PUOIR77avYK+drtXweMthdNRCI+3FG73Krq82r0COa4lGk/+QB2fw+FwOBw1oklAWXULikYPw8qNBxEIhakBUFLVTKf6sqhfczicvkeQJGlQmtiCIODDDz/EjTfeSJfl5+cjLy8Pv/71rwEA4XAYmZmZePDBB/HYY4/FfOw///nP+Pvf/4633nor6nZPPfUUnn76ac3y1tZWJCYmxny+WIl43C2QpAAV4EbLB9vxORwOh8NhWbnxIJ3uWzxnHAAoXp8psd/W1oakpKR+e35zOGcTZ01eRyAQwJ49ezB79my6zGQyYfbs2SgtLe3VsWJN+Xn88cfR2tpK/9XV1fX6unuDy/UgFeCCYKEC3Gj5YDs+h8PhcDhG/HpTpZzTP2ccLfBdufHgQF8Wh3PecdaI/+PHjyMUCmHkyJGK5SNHjkRTU1PMx2ltbcWuXbtw7bXX9rit1WpFYmIi/vznP6OgoACzZs3q9XX3BrnINkCFOMnRN1o+2I7P4XA4HA5LKCyheM44mu5jEU14aNZYnt/P4Qwggyrn/0yQlJSEI0eO9GqfRYsWYdGiRTRs2B+oc+3Ja49nJzzeUs1yAL3y0Pf38TkcDofDUfPwnHGafP+VGw9SA4DD4Zx5zhrxP2zYMIiiqBHuR44cQWpq6gBdVd+gV2Trcj1IhbnTUahYDqBXAr2/j8/hcDgcjh4k55/k97M1AFz8czgDw1kj/i0WC6ZMmYKNGzfSIuBwOIyNGzdi8eLF/Xru1atXY/Xq1QiFQv1yfEkK6xbZOhx5iv8JZDtJim0ASn8fn8PhcDgcNWrhDyj7+bOvORzOmWNQdfvp6OhAZWUlAGDy5MlYvnw5Zs6cieTkZGRlZeHdd9/FwoUL8bvf/Q5XXHEFVqxYgffeew///ve/NbUA/QHvFsDhcDgcTmy8vOEARJOgK/BXbjyIUFjCw90dgPob/vzmcCIMKs//7t27MXPmTPq6uLgYALBw4UK88cYbuO2223Ds2DH87Gc/Q1NTEyZNmoTPPvvsjAh/DofD4XA4sRNN2IfCEkSToLvuTBsGHM75xqAS/zNmzEBPgYjFixf3e5qPmv5O++FwOBwO53xCNAm6qT9sqhCHw+kfBlXaz2CHhw05HA6Hw+kbjIqB+2P4F39+czgRBpXnn8PhcDgczvkBW/z7602VCITCZ3TqL4dzvnLWDPkaSFavXo3x48cjLy+v5405HA6Hw+HExEOzxmoGgHE4nP6Fi/8YWLRoEfbv34/y8vKBvhQOh8PhcM4Z9AaAcTic/oWn/XA4HA6Hwznj8AFgHM7AwMU/h8PhcDicMwofAMbhDBxc/McAb/XJ4XA4HE7fEQpLusW95HUozBsRcjj9BW/12Qt4qzAOh8PhcM4++PObw4nAC345HA6Hw+FwOJzzBC7+ORwOh8PhcDic8wQu/jkcDofD4XA4nPMELv5jgA/54nA4HA6Hw+GcC/CC317AC4Y4HA6Hwzn74M9vDicC9/xzOBwOh8PhcDjnCVz8czgcDofD4XA45wlc/HM4HA6Hw+FwOOcJXPxzOBwOh8PhcDjnCVz8xwDv9sPhcDgcDofDORfg3X56QWtrKxwOB+rq6ni3AA6Hw+FwzhLa2tqQmZkJr9eLpKSkgb4cDmdAMQ/0BZxNtLe3AwAyMzMH+Eo4HA6Hw+H0lvb2di7+Oec93PPfC8LhMBoaGpCQkABBEJCXl4fy8vI+Oz7xTPDIAqc39PXn8HzmfHovz8Z7HazXPJDXdSbP3d/n6o/jk+dqbW0tBEFAWloaTCae8cw5v+Ge/15gMpmQkZFBX4ui2C8iPTExkYt/Tsz01+fwfOR8ei/PxnsdrNc8kNd1Js/d3+fqz+MnJSUNys8OhzMQcPP3NFi0aNFAXwKHwz+Hfcj59F6ejfc6WK95IK/rTJ67v881WH+/HM65Bk/7GUTw8eMcDofD4fQd/LnK4Wjhnv9BhNVqxZNPPgmr1TrQl8LhcDgczlkPf65yOFq455/D4XA4HA6HwzlP4J5/DofD4XA4HA7nPIGLfw6Hw+FwOBwO5zyBi38Oh8PhcDgcDuc8gYt/DofD4XA4HA7nPIGLfw6Hw+FwOBwO5zyBi/+zlHnz5sHpdOLmm28e6EvhcDgcDues4+OPP8aFF16IsWPH4g9/+MNAXw6Hc8bgrT7PUrZs2YL29na8+eabWLdu3UBfDofD4XA4Zw3BYBDjx4/H5s2bkZSUhClTpqCkpAQpKSkDfWkcTr/DPf9nKTNmzEBCQsJAXwaHw+FwOGcdu3btwoQJE5Ceno74+HjMnTsX//jHPwb6sjicMwIX//3Atm3bcMMNNyAtLQ2CIOCjjz7SbLN69WpkZ2fDZrMhPz8fu3btOvMXyuFwOBzOWcjpPmcbGhqQnp5OX6enp+Pw4cNn4tI5nAGHi/9+4MSJE5g4cSJWr16tu/7dd99FcXExnnzySVRUVGDixIm49tprcfToUbrNpEmTcMkll2j+NTQ0nKnb4HA4HA5nUNIXz1kO53zFPNAXcC4yd+5czJ0713D98uXLcd999+Gee+4BALz66qv45JNP8Nprr+Gxxx4DAOzbt+9MXCqHw+FwOGcdp/ucTUtLU3j6Dx8+jCuuuKLfr5vDGQxwz/8ZJhAI/P/t3DFKq1sYhtFPIyrYiRILEa2sBEWJWAgGAnaZQuZg4RBsgiDiAKxNZ2NjwM5KyA8WFoJpBAUrSTpNTicc7r0HOdfkR/daXXYR3m4/hE3i5uYmKpXKx9no6GhUKpW4vr7OcRkAfH+fuWdLpVLc3t7G4+NjdDqduLi4iN3d3bwmw1D55X/IXl5e4v39PYrF4m/nxWIx7u7uPv09lUolsiyLbrcb8/Pz0Wg0Ymtr66vnAsC38pl7dmxsLA4PD6NcLkev14v9/X3/9EMyxP83dXl5mfcEAPi2qtVqVKvVvGfA0Hn2M2QzMzNRKBTi+fn5t/Pn5+eYm5vLaRUA/AzuWfgz8T9k4+Pjsb6+Hs1m8+Os1+tFs9n0bAcA/if3LPyZZz8D0Ol04v7+/uPzw8NDtFqtmJ6ejoWFhdjb24tarRYbGxtRKpXi6Ogout3ux78SAAD/zT0Lf2+k3+/38x7x01xdXUW5XP7Hea1Wi9PT04iIODk5iXq9Hk9PT7G6uhrHx8exubk55KUA8P24Z+HviX8AAEiEN/8AAJAI8Q8AAIkQ/wAAkAjxDwAAiRD/AACQCPEPAACJEP8AAJAI8Q8AAIkQ/wAAkAjxDwAAiRD/AACQCPEP8C/e3t7yngAAX078A8lrt9sxMjISZ2dnsb29HRMTE3F+fp73LAD4cmN5DwDIW5ZlERFRr9fj4OAglpaWYnZ2NudVAPD1xD+QvFarFVNTU9FoNGJxcTHvOQAwMJ79AMnLsiyq1arwB+DHE/9A8lqtVuzs7OQ9AwAGTvwDSXt9fY12ux1ra2t5TwGAgRP/QNKyLItCoRArKyt5TwGAgRP/QNKyLIvl5eWYnJzMewoADNxIv9/v5z0CAAAYPL/8AwBAIsQ/AAAkQvwDAEAixD8AACRC/AMAQCLEPwAAJEL8AwBAIsQ/AAAkQvwDAEAixD8AACRC/AMAQCJ+AfU3CV7dqwNlAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## Compare the mesh computation with the direct summation\n", "r = np.linalg.norm(particles[:,:3], axis=1)\n", "\n", "plt.figure()\n", "plt.title('Radial force')\n", "plt.xscale('log')\n", "plt.yscale('log')\n", "plt.xlabel('$r$')\n", "plt.ylabel('$F_r(r)$')\n", "\n", "# many of the particles have the same distance from the origin, so we skip some of them\n", "SKIP_N = 20\n", "\n", "for f,e in zip(n_squared_forces, epsilon_range):\n", " plt.plot(r[::SKIP_N], np.linalg.norm(f, axis=1)[::SKIP_N], 'o', label=f\"$N^2$ - {e:.1g} * $\\\\epsilon$\", alpha=0.3)\n", "for f, s in zip(mesh_forces, mesh_size_range):\n", " plt.plot(r[::SKIP_N], np.linalg.norm(f, axis=1)[::SKIP_N], 'x', label=f\"Mesh - N={s}\")\n", "\n", "# plt.ylim([5e-4, 1e2])\n", "plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left')\n", "plt.show()\n", "\n", "\n", "# TODO: compare computation time\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Discussion\n", "- Using the baseline of $N^2 + 1 \\varepsilon$ softening we can see that already a 20 x 20 x 20 grid provides good accuracy but the mapping breaks down at small distances (dip)\n", "- Larger grids are more stable, especially at small distances => 50 x 50 x 50 already seems to be a good choice\n", "- very large grids show overdiscretization => noisy data even for the non-noisy particle distributions\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Time integration" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "import scipy.integrate as spi" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "15:36:57 - task2 (mesh) - Considering 9913 particles\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "15:36:57 - task2 (mesh) - Total mass: 10.999999999999998\n" ] } ], "source": [ "# load the particles in the format [x, y, z, vx, vy, vz, mass]\n", "p0 = points[:, [2, 3, 4, 5, 6, 7, 1]]\n", "# p0 = p0[::10] # only take a subset for now\n", "\n", "logger.info(f\"Considering {p0.shape[0]} particles\")\n", "logger.info(f\"Total mass: {np.sum(p0[:,6])}\")\n", "\n", "if logger.level >= logging.DEBUG:\n", " # assert that the ODE reshaping is consistent\n", " logger.debug(f\"{p0[0]}, {p0[1]}\")\n", " y0, _ = utils.ode_setup(p0, None)\n", " logger.debug(y0[0:7])\n", " p0_reconstructed = utils.to_particles(y0)\n", " logger.debug(p0_reconstructed[0])\n", " assert np.allclose(p0, p0_reconstructed)\n" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "15:57:21 - utils.particles - Found mean interparticle distance: 0.0262396757880128\n", "15:57:21 - task2 (mesh) - Crossing time: 0.059139749002184876, timestep: 5.7915844560794737e-05\n" ] } ], "source": [ "# Determine the integration timesteps\n", "# let's first compute the crossing time\n", "m_half = np.sum(particles[:, 3]) / 2\n", "r_half = utils.half_mass_radius(particles)\n", "\n", "v_c = np.sqrt(G * m_half / r_half)\n", "t_c = r_half / v_c\n", "# a single timestep should result in a small displacement, wrt. to the mean interparticle distance\n", "r_inter = utils.mean_interparticle_distance(particles)\n", "dt = t_c * r_inter / r_half * 0.01\n", "logger.info(f\"Crossing time: {t_c}, timestep: {dt}\")\n", "# dt = 0.01\n", "n_steps = 10\n", "t_range = np.arange(0, n_steps*dt, dt)\n" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "# The force function can be interchanged\n", "force_function = lambda x: utils.n_body_forces(x, G, epsilon) # epsilon was computed above\n", "force_function = lambda x: utils.analytical_forces(x)# just for lols\n", "# force_function = lambda x: utils.mesh_forces_v2(x, G, 50, utils.particle_to_cells_nn)\n", "\n", "y0, y_prime = utils.ode_setup(p0, force_function)" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/remy/Documents/Uni/HS24/Computational Astrophysics/projects/nbody/utils/forces_basic.py:71: RuntimeWarning: invalid value encountered in scalar divide\n", " f = - m_current * m_enclosed / r_current**2\n", "16:03:32 - task2 (mesh) - Integration done, shape: (10, 69391)\n" ] } ], "source": [ "# finally, integrate the system\n", "\n", "## either use the scipy integrator\n", "# sol = spi.odeint(y_prime, y0, t_range, rtol=1e-2)\n", "\n", "# # or do it ourselves, for instance by using rk4\n", "sol = np.zeros((t_range.shape[0], y0.shape[0]))\n", "sol[0] = y0\n", "for i in range(1, t_range.shape[0]):\n", " t = t_range[i]\n", " sol[i,...] = utils.runge_kutta_4(sol[i-1], t, y_prime, dt)\n", "\n", "\n", "logger.info(f\"Integration done, shape: {sol.shape}\")" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "image/png": 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JJS4AR6Z4+3PRRRfh9NNPx7333osrr7wSCxYsiHi8srIybNq0CWeccQYqKyvx4Ycf4oEHHkB+fj7uueceAEcqfiwWC3bu3BlwT8nlcmzevBnvvvtuxHNEew8Lu/gCF198MTZs2IDrr78e3/ve9yLuoo+Pj0OhUEyrcjcYDLDZbNi1axdOO+20iNcbTCyv33/KtjB1+9VXX8Vbb72Fb3zjG1GdPxIU64jZkIx8xOFwSIoFUuOGWq2WfMzZYLfb8fWvfx0ajQZ33nnnjM9P57wrFC+88AL++Mc/4tprr8WiRYum/ZxiEREtFH+k89e//hVutxvf+ta3JD3/aMmFXn/9dTidTrS2tuJ//ud/YLPZQj6P4g8RCxSDgNtvvx1vvfUWHn74YTE/8efEE08U7/23334bRqMx7H3oT7rnQO+++y7+9re/4dNPP5V0bRSDkgsJ3Elmw4YNUf+OIOi4XK5pP3M6nTO2TQgwxgL+fcEFF+DJJ5/Ef/3Xf+G6667D9u3b8dWvfhXnnXfejAGno6MDAHDhhReGfc7ExERAYAteFNXW1kImk6GnpyfsMWZ67f7PERBeJ8dxEV4BQaQOscSFUHAch6uvvhr//ve/8d577+Hb3/522Od+9NFHOOuss/DJJ5+ILXDnnnsu9Ho9brnlFlx88cVYvny5eK+fdNJJIY8jtGI5HA5MTEwE/Ky4uDime9gflUqFK664Aj/4wQ+wd+/emFp9f/SjH+Evf/kLTj/9dJSVleHUU0/F+eefL2mBJ/X1C8hkMtTU1AQ8tnjxYgCIGOtigWIdMRuSkY9oNBpJsSCauCH1mLHi8/nwjW98Ay0tLXj99denbTRGIh3zrmA+/PBDXHLJJdixYwd+85vfhHwOxSIiWij+SOf5559Hbm4uTj/99FkdJ91yoRNPPBEAcPrpp+PLX/4yVq5cCZ1OFyCcAxR/iNiY7zHopZdewg033IBLLrkEP/zhD0M+p6ioCEVFRQCA8847D7fffjtOOeUUdHR0oLi4OPwL/T/SMQfyer348Y9/jO985zs45phjIl6TAMWg5EICd5IxmUxwu90zPk+j0SA7OxsAUFJSAgAYGhpCeXl5wPOGhoam+Q0Fk5eXBwAwm80BFZ0ajQYffPAB3n33Xbz66qt444038NJLL+Gkk07Cm2++CblcHvaYPM8DAH77299i7dq1IZ8TXDkQjJQgkJubC7VajaGhoWk/Ex4LXmwKu7GhvKQIIhWJJS6EQ4gRJpMp4vMee+wxFBUVTfN3O+ecc3DzzTfj448/xvLly8V7/bnnnguZzCgUR75WXnrpJVx00UUBP2OMxXQPx/qa8vLy4PV6p3l6FxYWor6+Hv/+97/x+uuv4/XXX8dTTz2F7373u3jmmWciHlPq608GFOuI2ZCMfKSkpATvvvsuGGMBOUBwLPA/TzBDQ0NiXInmmLFy6aWX4l//+heef/75sOJOMOmcd/ljNBpxzjnnYOXKlfjrX/8aNt5RLCKiheKPNPr6+vDhhx/isssug1KplPQ7R2MuVFtbi3Xr1uH555+fJnBT/CFiYT7HoF27duG73/0uzjzzTDz66KMRr9mf8847D7/85S/xyiuv4Pvf/37Y56VzDvTss8/iwIEDeOyxx6YJ4VNTU+jp6UFhYWHALBaKQcmFBO45INLN89WvfhXvv//+jMe48MIL8fTTTwOAeBPv2bMnIHAeOnQIAwMDuOyyyyIeSxgW193djVWrVgX8TCaTYfv27di+fTvuvfde3H777fjlL3+Jd999FyeffHLY11JbWwvgyI79ySefPOPrAY7svFVXV4v/PnjwIHiejzigTiaTYdWqVdizZ8+0n3366aeoqakJSN6E1ymTycRKAYJIBeIdF8LR1dUF4IshKuEYGRmBz+eb9rgwcMXr9QL44l4vLCyMeK/v2LEDu3btmvZ4LPdwMFJfk3+sC249U6lUOPvss3H22WeD53n86Ec/wmOPPYYbb7wRCxcunDHWzfT6BXieR1dXV0D8aW9vB4CIsS4WKNYRM5Fq+cjatWvx5JNPorW1FcuXLxcfF9pAheOXlZWhoKAgZNz47LPPAhY3Uo8ZCz/72c/w1FNP4b777sPOnTsl/146510CnZ2dOO2001BYWIjXXnst4sKxu7sbAKYNuSLmNxR/Zhd/AODFF18EY0yyPQlw9OZCDocjZKUq5UJEOCgGTY9Bn376Kb7yla9g48aN+Mtf/hLV5pRgdxLcsRtMOudAfX198Hg82LZt27SfPfvss3j22Wfxj3/8A+eee674OMWg5EIC9xyg1WoBABaLZdrPYvF7WrFiBZYuXYrHH38c3//+98XdrUceeQQcx+G8886LeKwNGzZApVJhz549OOecc8THTSYTcnNzA54rBEEhgQj3WjZs2IDa2lrcc889+OY3vzlt4TM6OjpNjHrooYdw6qmniv/+wx/+AAAzttydd955uO6667Bnzx6x2vTAgQN455138NOf/nTa8/fu3YsVK1bMWOlKEHNJvOOCyWRCdnZ2wG63x+PBnXfeCZVKJbZ2AkcSkaGhIZSUlIj3xeLFi/Hmm2/ivffewwknnCA+98UXXwQArFu3DsAR4Vqv1+P222/HiSeeOK2CSLjXS0pKxIqDYKTew6HixtTUFO677z7k5+fP2E64detWAEcST/9F3fj4uFhNABxJroSfzxTrpL5+fx588EE88MADAI5UsT/44INQKpXYvn17xOuPFop1xEwkMx8JFXe+/OUv4+qrr8bDDz+MBx98EMCRe+TRRx9FWVkZ6urqxN//2te+hmeeeQb9/f1ipdTbb7+N9vZ2XH311eLzojlmNPz2t7/FPffcg+uvvx5XXXVVVL+b7nnX8PAwTj31VMhkMvz73/+ecXNx7969yM7OxooVKyI+j5hfUPyJPf4IvPDCC6ioqIjKni2dcyGh8jzYu/ezzz5DY2MjvvnNb077HcqFiHBQDAo8ZmtrK84880xUVVXhX//6V1j7krGxMeTl5U0Tm5988kkAmNb9G0w650Df+MY3Qm5MfuUrX8EZZ5yBSy+9FJs3bw74GcWgJDN38yznL5999hkDwM444wz27LPPshdffJFZrdZZHfOf//wn4ziOnXTSSezxxx9nP/7xj5lMJps2zTocZ511Ftu6dWvAY1dddRVbt24du+GGG9gTTzzBfvOb37CysjK2YMECZrFYGGOMud1uZjAY2JIlS9iTTz7JXnzxRdbV1cUYY+zdd99lGRkZrKKigt10003s8ccfZzfddBM7/vjj2VlnnSWeR5hku2rVKnb22Wezhx56iH37299mANg3v/nNGa99cnKS1dbWssLCQnb33Xez3//+96y8vJyVlpayw4cPBzzX7Xaz3NxcdsMNN0h6Xwhiroh3XHjqqadYbW0t+/nPf84effRRdvvtt7OVK1cyAOz222+f9lwETaRua2tjWq2W6XQ69otf/II9+uijbOfOnQxAwCRqxhh7/vnnmUwmYytXrmS//vWv2WOPPcZ++ctfsrVr14adKO2P1Hv4pptuYmvWrGE33HADe/zxx9ktt9zCKisrGcdx7H/+538kvS8rV65kO3fuDHjs3HPPZccffzy7+eab2ZNPPsluvPFGZjAY2Nq1a5nP52OMMTY0NMTkcjnbsmULe/rpp9mLL77IRkZGonr9F154IcvIyGCLFi1i3/3ud9lDDz3EzjrrLAaAXX/99TNee09PD7vtttvYbbfdxjZv3swAiP8OnqROsY6QQjLzkVBxhzHGfvaznzEA7LLLLmNPPPEEO/PMMxkA9vzzzwc8r6+vj+Xl5bHa2lr2wAMPsNtvv53l5OSwVatWMafTGdMxpd5jf//73xkAtmjRIvbcc89N+294eHjG9ymd8641a9YwAOzaa6+d9trffPPNac9fuXIl+/a3vz3jcYn5BcWf2OKPQGNjIwPArrvuuqjfp3TNhcxmM9Nqteziiy9mv/vd79ijjz7KLr/8cpaZmclyc3NZe3t7wPMpFyIiQTHoi2NOTk6y8vJyJpPJ2J133jntu/3jjz8Wn/v73/+eLVmyhP385z9njz32GLvnnnvYKaecwgCws88+W9L7lM45UCgAhFzzUgxKPiRwzxG33XYbKysrYzKZjAFg3d3dsz7mP/7xD7Z27VqmVqvZggUL2A033MDcbrek3/373//OOI5jfX194mNvv/02+/KXv8xKS0uZSqVipaWlbOfOndOSh1deeYUtX76cKRSKaYF6//797Ktf/SrLy8tjarWaVVZWsvPPP5+9/fbb4nOEINPS0sLOO+88lpWVxXJyctgVV1zBHA6HpOvv7+9n5513HtPr9Uyn07GzzjqLdXR0THve66+/zgCE/BlBJJt4xoU9e/aws88+m5WVlTGVSsV0Oh079thj2V/+8pdpzw2XZLW1tbHzzjuPlZeXM6VSySorK9lPf/pTZrPZph3j3XffZTt27GDZ2dksIyOD1dbWsu9973tsz549kq5Xyj385ptvslNOOYUVFxczpVLJDAYDO/XUUwPiyUzce++9TKfTMbvdLj7217/+lZ166qmssLCQqVQqVlFRwb7//e+zoaGhgN994oknWE1NDZPL5QwAe/fdd6N6/RdeeCHTarWss7OTnXrqqSwzM5MVFRWxm266SVw8RuLdd99lAEL+96UvfSnguRTrCKkkKx8JF3d8Ph+7/fbbWWVlJVOpVGzFihVhN7CamprEe8lgMLBvfetbIcVlqceUeo8JeUu4//xjQzjSOe+K9NqDY1FraysDwN56660Zj0vMPyj+fEE03/GMMXbdddcxAKyhoUH6m/N/pGsu5HK52FVXXcVWr17N9Hq9mJtecsklIT87lAsRM0Ex6Ajd3d0Rv9svvPBC8bmff/45+/rXv84qKiqYWq1mWq2WrV+/nt17773M4/FIeo/SOQcKRTiBm2JQ8uEYCxpnSswLfD4fli9fjvPPPx+33XbbnJ775ptvxi233ILR0dGEm++fe+654DgO//jHPxJ6HoIgUpOJiQnU1NTg7rvvxiWXXDKn5/7e976Hv/71r7BarQk/F8U6gkht5kve9ZOf/AQffPAB9u7dG/UQS4IgEgPlQgRBJJP5kgNRDEo+smRfAJEc5HI5br31Vjz00ENzknAkg9bWVvzrX/+a8yBKEETqkJ2djWuvvRa//e1vxYnbRxsU6wgi9ZkPedf4+DiefPJJ/PrXvyZxmyBSCMqFCIJIJvMhB6IYlBqQwD2PueCCC2AymaaZ8h8tLFu2DF6vFytXrkz2pRAEkUR+/vOfo62tDTLZ0fmVR7GOINKDoz3vysvLg9VqxRlnnJHsSyEIIgjKhQiCSCZHew5EMSg1ODq/4QiCIAiCIAiCIAiCIAiCIIijHvLgJgiCIAiCIAiCIAiCIAiCINISquAmCIIgCIIgCIIgCIIgCIIg0hISuAmCIAiCIAiCIAiCIAiCIIi0hARugiAIgiAIgiAIgiAIgiAIIi0hgZsgCIIgCIIgCIIgCIIgCIJIS0jgJgiCIAiCIAiCIAiCIAiCINISErgJgiAIgiAIgiAIgiAIgiCItIQEboIgCIIgCIIgCIIgCIIgCCItIYGbIAiCIAiCIAiCIAiCIAiCSEtI4CYIgiAIgiAIgiAIgiAIgiDSEhK4CYIgCIIgCIIgCIIgCIIgiLSEBG6CIAiCIAiCIAiCIAiCIAgiLSGBmyAIgiAIgiAIgiAIgiAIgkhLSOAmCIIgCIIgCIIgCIIgCIIg0hISuAmCIAiCIAiCIAiCIAiCIIi0hARugiAIgiAIgiAIgiAIgiAIIi0hgZsgCIIgCIIgCIIgCIIgCIJIS0jgJgiCIAiCIAiCIAiCIAiCINISErgJgiAIgiAIgiAIgiAIgiCItIQEboIgCIIgCIIgCIIgCIIgCCItIYGbIAiCIAiCIAiCIAiCIAiCSEsUyb4AYvbwPA+PxwOZTAa5XA6ZjPYtCIKYGxhj8Pl88Hq9UCgUkMvl4Dgu2ZdFEMQ8ged5eL1eABBzIIpBBEHMBYwxMQbJZDIoFAqKPwRBzBmMMXi9XvA8D4VCQTkQMe8hgTuNEQKa1+uF3W4XA5pcLodCoRDFJhK8CYJIBMLmmtvthtvthkwmExd4QvwhwZsgiEQgCEsejwcOhwOMMXGj3z8GcRxHMYggiLjDGIPH44HX64XD4RBzoFAxiCAIIt4IOZDT6RQ32WQyGZRKZYAORDGImE9wjDGW7IsgoofneYyNjUEul0Oj0cDj8YDjOPA8j4MHDwIAamtrwXFcQJJFlQUEQcwWf2GJ53mxeonjOPFnAMBxnJhoCfGHEi2CIGaLICz5fD5xs19IZ3meB2NMFLZJ8CYIIt4IOZDP5wOAgHUYY0yMQYLgLeRBJHgTBDFb/LtneZ6Hz+eDz+cLuQ4LVfhIMYg4mqEK7jTDX1jq7u6GXq9HVVUVgC+CmEwmA2MMcrk8oMJSWNQJQY4qCwiCiBZ/YQkAZDIZeJ4XF3LAEZsAYYHHGIPT6QQQKHhTokUQRCz4C0v+8UPIcYQ4JMQfr9crik9CnuQvNlGXG0EQUgkWloQ1F/DFOkx4HoBp6zDqciMIYjaEWocJ4naodRjP8+I6LFSnLa3DiKMNErjTiOCAFi4YCbt3/omW8PuhEi2qLCAIQgrhhKVQ+FdJRhK8qbKAIAgpCGJ1d3c3iouLoVKpxHwnFDMJ3gBCik0keBMEEQrGGKamptDT04NFixaJ+UqoGOSf/wi/CxzJo9xuN1wuFwneBEFEhc/nw8DAADIzM5GVlRXTOkyo9nY6nSR4E0clJHCnCaGEpUgLu3DJlhTBmxItgiD8CVWx5B8XpMSIcImWf2UBCd4EQYTC3+u2tbUVBQUFUceFcIK3kAMBJHgTBBEan88n+v339/djyZIlUf1+JMHb5XKJMUiIUxkZGbQOIwgCQODctZ6eHpSXl0Ov14s/j2YdFpwDCYK3/6abv7Uk2boR6QYJ3ClOJGFJELgZY3C5XNBoNOLjUgjXSkeVBQRBCIRqhYtHDIgkeLtcLqosIAgCwBfCUqjNNQGXyyVWdEsl1GIveNNfWFTq9XoSvAliHuIvLAFf5Cv+2O12mEwm5ObmQqVSSTquf/7jnwM5HA58+umnOP744wGA5pgQxDzHf+YRgJA5iMfjEQdtSyWS4C3MVaI5JkQ6QgJ3CjOTsMRxHDweD/bs2QOz2YyMjAzk5OTA4/EEVGpLgVrpCIIIRoqwFC+CE6ZIlQUkeBPE0Y+/sCQs3IR7XchRfD4f2tra0N/fD4VCgZycHPG/zMzMqAXv4C43u92OTz/9FMcdd9y0OSY0uJsgjm6EAdr+1pDBecrg4CBaW1uhVqvR0tICrVYLg8EgxiGlUinpXP5iEoAA0YnmmBDE/MN/091/cLZ/Bz9jDAMDA2htbQUAZGdni7EnKysrLoI3zTEh0g0SuFMUKcKS0+mEyWRCUVER6urqYLPZYDabMT4+DrfbjampKeTk5IiJltSqAiC04O1fLR6pnZcSLYJIbyIJS6FIxD1PlQUEMX8JFpb8Y5Aw1M1qtcJoNEImk2HLli1wu92wWCwYHR3FwYMHoVAoAoQmjUYTteAtnFepVNIcE4KYJ4QTloAjcUGITy0tLRgbG8OaNWug1+vh8/lgNpthsVjQ3d2NpqYm6HQ6MQYZDAYoFNKW3lLnmJDgTRBHH6HmrgV38Hs8HjQ3N8NsNmPNmjVQKpWwWCywWCzo7+8Hz/PTBO/ZdrmR4E2kAyRwpxhShCWe59He3o7x8XHk5eVh1apVcLvdyMjIQF5eHuRyOWw2G4qLi2E2m9Hb24vm5mZotdqAJEtqVQEQOdFyuVyipYDb7UZhYSG10hFEmhJJWEom0SRaJHgTRHoSSVjyZ2RkBF1dXSgvL8eiRYvg8/mg0WhgMBhQVVUFnucxOTkJs9mMkZERtLe3Q6VSBVR4Z2RkSL4mQPocExK8CSJ9iSQsCf9mjOHjjz9GRkYG6urqoFKp4Ha7oVQqUVhYiMLCQgCA2+2G2WyG2WxGR0cHnE4nsrKyxI03g8EwreM2XLyQKnjTHBOCSG9CzV3zh+M42O12fPzxx9Bqtairq4NcLofX64VOp8OCBQvAGBMLHwUtCEDApr9Wq42r4A3QHBMiNSCBO4WQIizZ7XYYjUbwPI/i4mKo1eppxxGCT35+PvLz8wFArGwym83o7OyE3W5HVlaWmGBFU1UgnCM40bJYLBgfHxeHHlBlAUGkD1KFpVSBKgsI4uhiJmEJgDiPpLu7G2vXrkVBQYHY2eGPTCYTc5vq6mr4fD5MTEzAbDZjcHAQbW1tUKvVAYJ3qHwqEuHmmNDgboJIT2YSlhhjOHToEACgtLQUtbW1YkV3KFQqFYqKilBUVATgSOetIDi1tbXB7XZDr9eLMch/aJyQh4Uj0hwTQfCmOSYEkT5Emrvm/xyHw4GxsTEsXrwYVVVV4DhOnBEgwHEcdDoddDodysvLwRjD1NSU2Onf1dUl5kmzsXULtQ7zz4GAI64EWq02IAYRRCIhgTsFkCosDQ0Nobm5GaWlpViyZAna29sDKouCj+mPSqUKqCpwuVwhqwqEIJednR2Vj3eoVl6qLCCI9CB4iFK04rZwryeTmQTvqakpuFwulJaWUmUBQaQYMwlLADA5OYn6+noAwJo1a1BQUCD5+HK5HLm5ucjNzQVwRCgXBO/+/n60tLQgMzMzoMtttrZuwuuiOSYEkdpIEZbcbjeampowMTEBAKK4HQ0ZGRkoKSlBSUmJuD4S1mKHDh2C1+tFVlYWAGBiYgLZ2dmSc5Rwgrcwx4QGdxNE6jLT3DXgSAxqaGiA3W5HRUUFqqurA34/EhzHQa/XQ6/Xo7KyEjzPi4K3v62b/6a/RqOJ6jWEWod5vV589NFH2LJlizgInOaYEImGBO4kI0VY8vl8aG1txcjICFatWiVWAgQPGQj3+6FQq9UoLi5GcXExgMCqgtbWVrjdbtG3yWAwSEqy/IOrlMoCErwJIvlIEZbSkeBEy2azwWQyoaCgIOIMARK8CWLukFqx1NfXh/b2dlRXV6Ovry8qi7VQKBQK5OXlIS8vDwDg8XjELrfu7m7YbDbodDpRbPJ6vVF3uQGhBW+aY0IQqYMUYclsNsNoNEKv1+OYY47Bf/7znxkrrGeC4zhoNBpoNBqUlpaKQ21HR0cxMTGBpqamWXnohtv0Dx7cLazD/MUmikEEMXdImbs2Pj6OhoYGGAwG5OfnS7ZYC4dMJkN2djays7NRVVUFn88n2roNDQ3hwIEDUKvVARXe0Z7Tv8tNiDHBXW7+gre/tSRBzAYSuJOIv7Dkn4T4Y7VaUV9fD4VCgbq6uoDdtHBtcf7Ct1SCqwocDocoeA8ODsLr9cZlMi8wXfAW/LupsoAg5g4pwtLRhpBIAYGdM4J3XHBlAQneBJE4pAhLHo8HTU1NsFgs2LBhA3Jzc9Hf3x/3jhGlUomCggKxKlzwzh0bGwMAfPDBBwFdbqG8cyPhn/+EmmPiL3gLlko0x4QgEovQYRFpc62rqwtdXV1YtGgRKisrxXwh3jGI4zixjb+rqwt1dXUBa7HZeujSHBOCSC2kzl3r7OxET08PlixZgvLycjQ0NMQ9/sjlcjGuAEdEd2FgpWDrlpGREVDhLaXLLbj4keaYEHMBCdxJQGrF0uDgIFpbW1FZWYmFCxdOE1oiCdmzCXwcxyEzMxOZmZkoKysTqwqEJKuvrw+MsYAkS6fTRX0O/9ccrrKABG+CiD9ShKWjEf/XKCXRolY6gkgMMwlLwBdVk1lZWdi2bZu4mIplEz9aBO/c7OxsjIyMYNu2bWIOdODAAbhcrmneudEK3qE2/YNt3WiOCUHEH2G9IVhDhrqvnE4nGhsb4XA4sGnTJmRnZwP4Io9IVAwSjp9oD10pgvfw8DCKi4uh0Who058g4oiUuWtOpxNGoxFutxtbtmwRO8rmIgeSy+UBXW5er1fscuvt7UVzczO0Wm3Apn+kzrpQcUmq4E1dbkS0kMA9x0gRlrxeL5qbmzE+Po5169aJgyKDCRfg4n3jC1UFWq1WnMxrtVrFxV53dzc4jkNGRob4s3hN5hU2AqiygCDigxRhaT5ClQUEkXikCEuhqiaDN6fm2vM/2NbNv7JS8M4NFrzj0eVGgjdBxBcpwtLo6CgaGxuRl5eHdevWBdgTJVrgFgg+frQeugaDARqNZlaCd3t7OwwGQ8B8KBrcTRCxI3Xu2uHDh9HY2IjCwkJs2LBhWgya6xxIoVAgPz9f1KQ8Hg/MZjMsFgu6urpEWzf/+BONrRsQfnA3zTEhooUE7jlE8J9+//33sW3bNqjV6mnPmZiYgNFohEajCfscgUgCdyIDH8dxyMrKQlZWFioqKsDzPKxWK3p6ejAxMYE9e/YEtLoIgwriIXhTKx1BxIYUYeloJtqYSJUFBBFfpAhLLpcLDQ0N06om/UnG4i6YYO9cf8F7YGAAPp9vWpdbIgRvmmNCENKQIizxPI+Ojg709fVh2bJlKCsrm/acuRK4Z0KKh65KpQpYi8Xi26tQKKBUKqetw4RrIFs3gpCGlLlrPM/jwIEDGBgYwIoVK1BaWjrtOKmQAymVShQWFqKwsBDAkdxNqPDu6OiA0+lEVlaWmMP5fL6oZqf45z8ACd5EdJDAPQcEC0tut3taYGKMobe3Fx0dHaipqUFNTc2MN6gQ4EI9by4Dn0wmEyuXAGDlypVikjUyMoL29nYxyRIWfPGYzOufaJnNZjDGUFRURJUFBBHEfLUkCWY2r5kqCwgiNqRWLI2NjaGhoSFk1aQ/qbC48yeUrZvNZgvwzmWMBeRAOp0upk1/IPzgbppjQhChkSIs2e12GI1G+Hw+bN26Naz1YqoI3MEkykPX3zIl1Doskq0brcMI4ghS5q7Z7XbU19cDAOrq6qDVakMeK1QOlOzvebVajaKiIhQVFQE4Yq9iNpthMpkAALt37w7ocsvOzo560x8IFLzDzTGhdRhBAneCCRaWhBvNfzik2+1GY2MjpqamsHHjRjE5mYm5siiJFsETzmAwoLq6Gj6fDxMTE9Mm8/onWZEq1UMRnGhNTk7C5/MhLy+PKgsIwg//zbVEdTgkO+ZIIZ6LUaosIAhpSK1YOnjwIHp7e8NWTfoTLvcJt+EfD6I5dijv3GBbt9l45wrnCCV40xwTgghEirA0PDyMpqYmlJSUYOnSpRH99BMtcMfr/ozGQ1eIRf4VlsLrC3c9oQTvmQZ30xwTYr4hZe4aAAwNDaG5uRllZWVYsmRJRL0i1Tb5Q5GRkYGSkhIUFBRgZGQEGzduFC2VBFu37OxsMQfKysqKW5eby+UKyIFocPf8gwTuBBJOWPIPTCaTCUajEdnZ2airq5O0my7gf5xQHpapglwuR25uLnJzcwEcSbIEwbu/vx8tLS3IzMwM8G2K5n0AIFouCBVfwZUFAAnexPxCaGXv6upCVVUViatInBAfSfCmygJiviJFWHI4HDAajfB6vRGrJv2Zy8VdPO7PULZu8fTOFc4RqrpSELyHhobg8/lQUlIyTWyiGEQcjQif/+7ubhgMBmRlZU37rPt8PrS1tWFoaAgrV64UPfYjkaoV3DMRyUO3u7sbTU1NAR66wkA7qUixdfMXvP2tJQniaERK96zP50NraytGRkawevVq0fIjEukgcAsI16nRaJCVlSXautntdnHTv7+/HzzPixtt4eJ1JKTautEck/kBCdwJYKaKJY7j4PP5cPDgQXR3d2Px4sWoqKiI6QZLhgf3bFEoFAFVBR6PR6wq6OnpEYdUSp3MC3whcAvEUllAgjdxtOD/WT948CCqqqrm/Rf4XMZE/yQrVGWBv+BNlQXE0YbUiqWRkRE0NTWhqKgIy5Yti1g16U+q5zgzEeydy/P8tC632XrnBudAU1NTcLvdKCgooDkmxFGPv7DU398PtVoNvV4f8Byr1Qqj0QiZTIa6ujpkZmZKPv5cxKBEH38mD12HwwEA6OnpQV5eHgwGg+QYDdDgbmJ+I3R0RsqBpqamYDQaoVQqUVdXJ9m+NRUtSmYiWAfTarXQarVYsGCB2OUmxJ/u7m5wHBfQ5abVahMieNMck6MTErjjjPDlLViQhBJMOY5DU1MTvF4vNm/ePC3pkkqktrFkEcu5lUolCgoKUFBQAOCIZYsQ5Do7O2G325GVlRXg2xTszTlT+3C0lQXUSkekI/6fayGpEh5PJHSfRIYqC4j5gtSKpQMHDuDQoUNYsWIFSkpKojpHugvcwchksmneuYLgPRvv3FDnCe5yCzW4m+aYEOlMsLAkk8kC4gVjDIODg2htbUVFRQUWLVoU9ef8aItBwHQPXavVis8++wwejwdtbW1wu90BHrp6vT4hgjd1uRHpTPDctVA5EGMMAwMDaGtrQ1VVFWpra6O25/C3uk13/LvcysvLwfO8aOs2Pj6Ozs7OgBkDwiy3eAjewhwTnudx6NAhlJeXQ61W0zoszSGBO06EEpZC3RCjo6Pwer1QqVTYtGlT2CFKUoiUYCUj8YrXOVUq1bSqAqGN5cCBA3C5XNDr9eLOXnZ2dtTem1RZQBxtRBKWjqZEaDakyv1LgjdxNOJvSRLus2qz2VBfXx9T1aTA0Sgu+RPK1i2Ud65/ddNMXW48z0+roAplaRIseFOXG5EuhBOW/MUgr9eL5uZmjI+PY+3atWJhTbQc7TEIgDgbaenSpZDJZOLQuGAPXYPBgNzc3Jg8dGmOCXE0wRjD1NSUqB+EyoM8Hg+am5thNpuxfv16sZs9lnOlA7Fcp0wmg16vh16vR2VlJXiex+TkJMxmM0ZGRtDR0RFg6yYI3tEQvA7zeDzo7u5GaWkpXC4XnE4nDe5OY0jgjgNSKpZ4nkd7ezv6+/uhVCpRW1s7K3EbiDxkMl0CnxTUajWKi4tFbzyHwyH6xrW2tsLtdkOpVCIzMxMWiwV6vT6magyqLCDSlZmEpbkQuFP9XkjlmDiT4O1yuXD48GFUV1dTokWkHFIqlgBgcHAQLS0tKC8vx+LFi2MWS4+2HGcmQnnn+rfyBnvnGgyGmLrcQgneNMeESAcircOECu6JiQkYjUZkZGSgrq4uatsffxJpEZAq3+n+r4/jOGg0Gmg0mpAeugMDA+B5ftrQOKmvxT//8T+3v+Dd19eHsrIyZGZm0jqMSDmEHOjzzz/H4sWLQ3ppWywWGI1GaLVa1NXViZtI0RLclSJwtOZFwlBug8GA6upq+Hw+UfAWbN3UanWA4B3reyvElkiDu/2tJcnWLTUhgXuWSKlYstvtMBqN4HkeW7duxd69e+MiOEUSuI9mgpMsh8OBlpYWeDweNDY2wufziYEwNzcXOp1uVoI3VRYQqcpMXrfCF+/RmvRES7rcn8GCt9VqxdDQECorK6mygEgppGzwe71etLS0YHR0dFZVkwLJiGnRdoklklC2boLQ1NHRAafTiaysrICBTYyxqO0EIgneVOFNpAqCsDRT92xLSwtqampQU1Mz63s5VAwS/p0qcWK2RHo9oTx0bTabGId6e3sBIGYP3VCCd39/PwoLC2lwN5FSBM9dCyU+M8bQ09ODgwcPYuHChXGZixQu/qQq8bwv/e1KgCM5pmDr1t/fj5aWFmRmZor5jxRbt2Br4XA5kLDm9rd1ozkmqQcJ3DEidYjS8PAwmpqaUFpaiiVLlogLgHgEovlSwR0JjuOQmZkJjUYDnU6HiooKMcmyWCzo6+sDYywgydLpdFHbmQCRKwv6+/tRUlICrVZLiRYxJ0gRloTHyaIk9ZO/SAhVsf4xKFxlAQnexFwhRVianJxEfX09MjIysG3btllVTQoE5zjz/TOuUqkCvHP9rQQE71yFQoHMzEyYzeaovXOB2AZ30xwTIpGEEpaCP29utxtWqxU8z2Pjxo2iIDJb5mKdlSo5i5R7mOM46HQ66HQ6lJeXi1YNgoduV1eXWIUprMUyMzOjErx5nodCoYBSqZw2uDu4upJyIGIuCDV3LXjN5Xa70djYCKvVimOOOQYGg2HW542XjjQXzMV1KhQK5OXliXYvHo9HFLz9bd38u9yCbd2Ev1m4eCHV1i3U0Epi7iGBOwakDlFqa2vD0NAQVq1aJS48gPglRqnmwQ0kb6EpVFeFSrKEQQX+k3n921iiSbKA0IL3wMAA8vLyoFAoqLKASDhShCWB+bThdbQiCNwCkSoL/AVvIdGiVjoingiiQldXFyorK0N+tzHG0NfXh/b2dlRXV6O2tjauLfyJsgc4GsjIyEBJSQlKSkpEm6Pm5mbRf1jwzvW3EkiUrVuo6iaCmC2hhKVgTCYTGhoawHEcqqur4yZuA/Mjr5pNRTrHcdM8dKempmAymTA6OoqDBw9O89DNyMgIey7hWoKrKwGaY0LMPZHmrgmbMQAwPj6OhoYGGAwG1NXVzTgrI9prIEKjVCoDbN3cbrdo69bZ2Qm73Y6srCxR7Ba63KKdISBV8KbB3XMPCdxRIkVYslqtqK+vh0KhwLZt26YZ38eronK+WpSEIlz7MMd9MZm3oqJCTLLMZnNAkuVfVRDLZN5IlQX+gre/bxMlWkS0SKlYCoYquL8gXe+34AFxwcRaWUCCNxEt/iJmR0cHysvLp/k9ezweNDU1wWKxYMOGDeKwxHgxH8SleMFxX3jnarVaVFZWBnjn9vf3z8o71/88NLibSDSRhCX/53R1daGrqwuLFy+GyWSK++dsPsSgeNoyyWQyZGdnIzs7GwBCeuiqVKppgrdApI0MQLrgHaq6kmIQEQ0zFTnKZDL4fD50dHSgp6cHS5YsQXl5eVw/Z+lUwS2QzPtMpVKhsLBQ9EV3uVzTbN0yMzPBGIPJZEJ2dnZcutz812EAzTGZS0jglogUYYkxhsHBQbS2tqKyshILFy4M+cGNZ2IkeFB3dXUhMzMTubm54k011yQz2EpNxPyTrKqqKvA8j4mJCVgsFoyMjKC9vT1ikhXu3EKiDVBlAZEYgiuWpIqT/tUE85l0Swb98Y8vUqDKAiLeBAtL4ZJ/s9kMo9GIrKwsbNu2bUbfw1iYS3HpaPlO9h/+mUjvXAF/wdvf1o0GdxOxIqV71ul0oqGhAU6nE5s2bUJ2djYmJibiHi8SGYNS5R5IZIwN9tD1+XywWCywWCwYHBxEW1sbMjIyAqwlAenvTbh1GM/z4jqM5pgQ0SJl7prgt81xHLZs2YKsrKyEXEu6rGlS8TrVajWKi4tRXFwM4Mj3xtDQEHp6etDa2gq32y1u+hsMBmRnZ8fU5RZqHUZzTOYGErglIEVYElo/x8fHsW7dOrEtIhTxqqiUyWRwu93YvXs3srOzYbVa0dHRAYVCAcYYhoeHkZubm5AFZqoxU4VjOGQymZhACZN5Bd8mIcmaaTJvcOtcMCR4E7NBSsVSJNJxpz9RpOv9FK3AHYxUwZsSLSIUoYQlASGXYYyhu7sbnZ2dWLRoESorKxN2v82H6sl4Ey5HCmXrFk/vXOEcQOQ5JiR4E5GQIiyNjo6isbER+fn5WL9+vdhZkogutuAYdLR+Tufqdcnl8gAPXa/XK1oK9Pb2wmq1AgA6OzvFOBSN3UMkwZsGdxMzIXXu2uHDh8U5F8ccc8y07rZ4kY45UCrfRxkZGcjNzcXg4CDq6urgcDjETf+BgQH4fL642LoFr8NojkniIIE7AsKHz2Kx4PPPP8cJJ5wQ8oM2MTEBo9EIjUaDbdu2TRNAg4lHYGKMYWhoCHa7HStXrkRhYaF4vX19fRgYGEBfXx9aWlqg0+kCjPUTFXCTSbxa6eRyOXJzc8WWaiHJslgs0ybzCu+nEKykBjtqpSOkInWQZCSogvsI6ZYM+hOtN9xMzFRZAFArHXGESMKSEFtcLhcaGhrgcDjEqslEEk6oJcIjNUfiuOi9c4Nt+KScAyDBm5gZKcISz/Po6OhAX18fli9fjtLS0pBxKp6EWsfF+7OZ7JwlnhYl0aJQKAI8dCcnJ7Fnzx4AQHd3N5qamma1tg0uVAs3xyTYWpJs3eYfUtZhPM/jwIEDGBgYgF6vR1FRUUK1lrmIP/MN/y63zMxMZGZmoqysDIyxAFu3vr4+MMYCNv11Ol1CbN38BW+aYxIdR5/SGSeCA5rwYQt+Tm9vLzo6OlBTU4OamhrJNhmzSbaExaTVaoVWq0VZWZm4+yOXy6HX66FUKrFp0ybRWN9kMqG9vR0ulwt6vR65ubnIycmBXq+Pu3CSDBKViAUnWR6PR6wq6O7uhs1mg1arBXBkoI0waDIaqLKACIWUiiUpkAf3F6Tr/RJrh4pUqJWOCEaKsCSTycTcIjc3F+vWrZuTDfRQi7tki0GpTqybZFK8c9VqdcBibyZbt2BCCd7h5piQ4D1/kCIs2e12GI1G8DyPrVu3ilYW/iSiiy0dKyijJZVenzC3aMmSJQCOrIOFtZjgoRs8NC4aD91wOZDwHehv60ZzTOYPUuau2e121NfXAwDq6urQ2dmZ8DVXOsWfdLnOSF1uwbZuVqtVFLy7u7vBcZwYe+Jh6wbQHJPZQgJ3CIKFJcHyw79N3O12o7GxEVNTU9i4cWNU07lnE5hMJhOMRiNycnKwdOlSdHV1hTy+QLCxvtB2YTKZMDAwAJ7nxRsyNzc3pptSIB08uGeLUqlEQUEBCgoKABz5HBw+fBjt7e3o6upCc3OzmGQJwS7WQQUCkSoLSPA++pDaCieVubAosVgsOHz4MHJzc+O+aUbM3qIkWqiVbn4jtWKJMYaWlhYsX74cZWVlc/b3T6fFXaoQr02ycN65gq1ba2srNBpNQIV3tDZ5kbrcXC4XXC4XBgcHUVxcDK1WSznQUYgUYWl4eBhNTU0oLS3FkiVLwubac1HB7XA40NvbC51Oh9zc3KjsM1KVZFZwBxMcv9RqNYqKilBUVATgiIeuIDi1tbXB7XZDr9eLMUiv18dF8Pa3dRsZGUFhYSE0Gk1ADCLSHylz1wBgaGgIzc3NKCsrw5IlS8RitETnJ+mWA6VKHImE1CIAjuOQlZWFrKwsVFRUgOd5WK1WmEwmjI+Po7OzMyBPErrc4i14j42NQaPRIDc3lzb9Q0ACtx/hhCXhAy88JojM2dnZqKurizp5j6Wi0t/fUpjIOzY2FjLARQp8Go0GGo0GpaWl03ahurq6AlpPc3Nzo67ESRbxbuGXikqlQm5uLjiOw9atWwMm8x44cECsmI81yQKkVRbY7XbRJ5Na6dKXeFiSBJNIixJhmEpHRwdycnIwODgY102zeF9rujLXAncw1Eo3f5AiLDkcDhiNRjDGsGrVKpSWls7pNSZjcZfO8QNInFg1k3duc3MztFptwKZ/tOJfKMG7p6cHubm5YlzytxMgwTt9kSIs+Xw+tLW1YWhoCCtXrhQHhYVDJpOJOVW88I9Bo6OjaGhoQFZWFsbGxsRCF6FTNjs7O2pxNVVIlWuZKQfKyMhASUkJSkpKRLtHYS126NAheL3eWXnohlqHtbe3Q6/XB/ycBnenP1Lmrvl8PrS2tmJkZASrV68WiwiBuemaJYuS+DObWW6CrZtwHKHLbWRkBO3t7VCpVAEV3tHaugHTB3ePjIwgLy8POp2ObN1CQAL3/xFJWBK+oHw+H3p6etDd3Y3FixejoqIipg9OtIszoVrcarUG+FtGOo6U44fahZqcnITJZBJbTwXj/ViGeswlyaw08E+8gifz+g8qEJKsYME7HoMKhoeHwfM81Go1OI7D3r178cgjj+Cvf/3rvA1u6YYUYSkWElVN4PF40NTUhImJCWzcuFEcPGaz2WAymcTWLf+d7GRvmqXrvZCsDbxwSBG8b7/9dixbtgwXX3xxEq+UkIq/sOTvRRjMyMgImpqaUFRUBIfDkZT7Od2ql1KBuYohoWzd/IsobDZbXObC8DwPlUoFpVIZco6J1+vF6aefjjfeeEPsuCNSGynCktVqRX19PeRyOerq6pCZmTnjcRM1ZJLnebS3t6O3txfLly8XP/Nut1vslG1tbYXH40F2dra4lsrKypKUiyQ7xqVSBXc08YvjuGnFXP4euv39/eB5fprgHc1rFeJNcAwSKrwB4F//+hf27NmDBx54IKbXTMwt/nms8NkP9ZmYmpqC0WiEUqlEXV3dNLEykUVF/udIdnyQSjpdZzxyJKHY0GAwoLq6Gj6fDxMTE6IOJNi6+Vd4zzS7LxjhMyZs6IebY3L55ZfjoosuwimnnDLr15VukMCNmYUl4QO/f/9+uN1ubN68WdypiYVogt/ExAT2798PvV6Purq6AIE5XICLNfD535TAF5U4JpNJHOoh2G/k5uZGXZWQSFJF4A4mVJIlVDcJk3mDBxXEIngzxqBUKsVEa2RkBAcPHkyZ5JQIj1RhKVYSsbibnJxEfX09MjMzUVdXB4VCIQqbOp0OOp0u7KaZ0L6em5sbUzXffCTRHtyzJbiyAACam5tRUlKSzMsiJMLzPLxeb8TOEZ/PhwMHDuDQoUNYsWIFSkpK8MEHHyTF3z+dFnepQrJyJKVSGWCTJ3S5WSyWad65Uqtdhc+cf/V2cIX35OQk9u3bF3WHJTH3CMLS4OAgJiYmsGjRommfVcaYaIFTUVGBRYsWRSV4xjtOMcbQ2dkJxhi2bNkCnU4nesX7F7r4i6smkwk9PT3gOE4Uu3Nzc2Oq5psLUinGziYH4rjpHro2m00UvHt7ewEgYC02U+eh8F0ZHIP8C4/6+vrQ398f0zUTc0twkWMocZsxhoGBAbS1taGqqgq1tbUhY5BMJhM7UBJFJP0nFUnV6/InUessuVyO3Nxc5ObmAjiirQmCd39/P1paWpCZmRmw6S8lb/H5fAHxRzgX8EXs3r9/Py644IK4v6Z0YF4L3FKFpfHxcQBH7Cg2btw46yFKUioqhS/H9vZ2LFy4EFVVVdOuLdEBLrgSx99+w78qQUjSkikyp6rA7Y9/kiVM5g1OshhjAW0sUifzer1ecQdQqKINNWyHSC2kCEuzJd6Lu4GBAbS2tqK6uhq1tbURjx9p06yzsxN2u13saBA2zRJVZZhK1UjRkmyLkmgQ3mOKQamP1Iolm82G+vp6yGSygKrJZA2wJYE7elJlkyy4y83fSqC1tXWad26o7wT/78tQCDkQAHEIOJGa+AtLTqcTk5OT0z6nXq8Xzc3NGB8fx7p168Q1iVTi3cVmMpkwNTUFvV6PY445JqCCLphgcZXneUxNTcFkMont62q1OqBTdi4G9UohlXKmeOZA/oUY5eXlYIxhamoKZrMZ4+Pj6OrqEnNX4W8idCj6Xw+AsJtxtA5LH4LnroX6zHs8HjQ3N8NsNmP9+vWiJVcoyIM7PZnLLjd/WzePxyMWPnZ3d8Nms0mydRM+r6EQPh82mw1ZWVkJfT2pSmp8iyYBKcISz/Po6OhAX18fOI7D4sWL45J4zCQ4eb1eNDU1wWw2Y8OGDeKuT6jjzMaiJFqCqxIcDodoRdDX1ye2SwwMDIRMCBJJOgjcwYRLsvwD3UxJlv81+CdalFilNlKFpXgQr2TL5/OhpaUFhw8fjmmRCYTeNBNiSHNzM7xeLwwGg7jYk7rBI5VUWaxFS6pZlEjBbrfP28QqHZBSsQQAg4ODaGlpQXl5ORYvXhzwOZwPAne6xoxgUkms8ifYO1ewdbNYLGG9c2cSuIEj8Uer1aZd3JxPBAtLcrl8WjyZmJiA0WiERqPBtm3bom7lBuK3ye8/cyQjIwPl5eVRrwllMhmys7ORnZ0ttq8Lm/6CZ72Qu5vNZhQUFCS1UzZVYkYiN/k5jhM9dCsrKwM2IUZHR3Hw4MGA+VQ5OTmSrARpHZbahJu7FszExATq6+uh1WpRV1c3YwxKlgc3kFpdFwKpeE2hSFYhkVKpREFBgWil5na7RR1IKAQL7nJTKBQBFdzhsNvt8zYGzTuBW6qwZLfbYTQawfM8tm7dik8//TRuASuS4DQ1NYX9+/dDo9FICqTJalHhOA6ZmZnIzMwUW74OHDiAyclJMSFQKpViZWYsHkPRkI4CdzD+SZZg7yBUFQQnWf6DCjiOmxbobDabJG9CYu4JHqKUSHEbiE+yJVRwyuVybNu2LW6+u2q1OkDcsNvtAf7dMpksIIbMppU3XZKsUPA8nzJVXVKhGJS6SKlY8nq9aGlpwejoKNauXRvSxziVBO5UEWJSlXTYJPPPK4UuN3/v3L6+PjDGxI3PqampsN65Vqt1TossCOmEE5b8BW7GGHp7e9HR0YGamhrU1NTE/LeMxya/x+NBY2MjJicnsWnTJnR0dMzqeALBQ1rdbjdMJhNaWlpw8OBBtLa2iv7dubm5UXtFz4ZUypnmMn75b0IAR4o7hKFxgtWeYAc5NDSEnJyckDmxzWZDTk7OnFwzER2R5q75P6enpwcHDx5EbW0tqqurJd17cyVw++N2u2E0GmGxWMQ1k2B/lArfgalwDTORKkUAKpUqpK2b2WzGgQMH4HK5oNfr4fF4xArtcEK3UA0+H0mvFfMskSosDQ8Po6mpCaWlpViyZIk4CTleAStcNYHQ+l9VVYWFCxfOeKMFf9n7C/ZznZhwHAe1Wg2dTofly5cHmOoLHkP+LRfxbsM7GgTuYPyTrKqqqoAka3h4OGAyr8PhCJgST5UDqYkUYSnezLZ6SYiHCxYsmFbBGU/8W3nLy8sDqmj8h976C97R+nenQvISC8myF7jwT79A1coRZGrdMI1qsVi2HZccf/6MvzffW+NSFakVS5OTkzAajVCr1RE3tJIpcCfjvOlMqliURIPd58DTY39Hp30AWrUWxy7dgI3qZRgfGcPk5CT2798PjuNCeufO54VdKhNJWBLiidvtRmNjI6amprBx48ZZi4SzjVPCZ02o4BT8UROxzlKpVCgqKkJLSws2bNgAxlhApyyAgKHdiRSwUkXwAZIXvw45D+PfYx+jx3EIBcocbF+yGWs1azE4OIju7m7RF16YLSP8p1KpYLPZUF5ePufXTERmprlrAAJi0DHHHCPaLEphLvIT/3NYLBbU19dDr9dj9erVmJiYwOjoKDo6OqBSqUSxW/hcEqFJRStIxhjqHe340L4XNoUDy6prcJxuHdjUER/v7u5utLe3B3S56fV60Qfe6XTOWy1o3gjc/sKS/yAIf3w+H9ra2jA0NISVK1eKHoFAfBdyMpksQIycTet/uGtK9s67v6l+bW2t6DEkeO86HA5kZWWJQXe23rtHo8AdjFwuFwMYgIBNBJfLhY6ODgwMDGDPnj345JNPJCdWDz30EH77299ieHgYa9aswR/+8Ads2rQp7PP/93//FzfeeCN6enqwaNEi3HXXXTjjjDPEn3/ve9/DM888E/A7O3bswBtvvCH+22Qy4corr8Q///lPyGQyfO1rX8P9999/1AZiqcJSIoi1eonneRw4cACDg4PT4uFcENzKK/h3C9XdqTz0Nt7MdeL14yfvBF88iC/tGADPABkH5GXb4GN/xq9e6cetX/7vGY9Bm2yphdSKpf7+fhw4cCDAYz8cqVTBTUQmlcQqKbw6/Cb+evgteJgQ9ybQ7RjCR5r9uDzvfIyNjWHLli2wWq2id25nZyfkcjkGBwfxzjvvxO37IN450nxFEK/D5UAymQwejwcfffQRsrOzA8Tk2RCr4OQ/2DK4inyufHY1Gk1Ap6y/dYa/gCXkQfEUsFIpZsx1DvTtW36CotXASNX/be7KOHRjEJ9MNOC7ZWdjg3YJ1Go1Nm7cGJCbCjYzjzzyCJqamqBWq2EymcJajYYj3jGHMYabbroJTzzxBCwWC7Zt24ZHHnkEixYtiun9SUeimbvW0NAAg8GAbdu2RV1IM5ce3L29veKstoqKCng8HuTk5IhFccGfS51OJ8YLg8EwJ2umdMnVUq0I4OYXroB8sQMHlIUAYwDHodPej3fHP8NNC38IAOImqFDhPTAwIOb4r776KgAkfIhxtLFqrjjqBW6pwpLVakV9fT0UCkXAECWBRFVwz6b1P9yNmEo3qECwx5AwWMhkMok+i7Px3k1mYErWrp//JsLhw4fFqv8333wT+/fvx/vvv4+9e/fi/PPPx0033RTyGC+99BKuueYaPProo9i8eTPuu+8+7NixAwcOHBDbY/z5+OOPsXPnTtxxxx0466yz8MILL+Dcc8/Fvn37sHLlSvF5p512Gp566inx38H2NN/61rcwNDSEXbt2wePx4KKLLsJll12GF154IU7vTuogCEutra2il/9cflZjWdw5nU7U19fD5/Nh69atKVEJF+3Q2+BW3nRJskIxV+25PYO9+OXLj8LtVGDHaQMAjojbX/wvQ/aSvZIWvoIHLpF8ZhKWgCMt+E1NTbBYLBFnf/iTSgJ3KuY9qUQ6WJQAQPtkO14c/D2GeTU8LANA4N+1yzGIj6eMKJUfqVIK9s6dnJxEb28vPvnkE/T29mLBggU46aST8Nhjj8VkmZSoHGk+IazDBGvIcJtrw8PDcDgcWLZsGSoqKuJ2T8ciOPl8PjQ3N2NsbCxs4VGoGBSPPCPS2k74vAsC1sTEBEwmk9gpq9PpAjb9Z9spmypxda7WWe/vfgu7ul7BRE4l3IUTUHJeCG8BjyPfdc8feg2LCheI4mBwburxeDAyMgKj0Yhdu3ahoKAAl19+OR544AFJ15CImHP33XfjgQcewDPPPIPq6mrceOON2LFjB1paWuJmOZjKSJm7xhjDwYMH0dPTgyVLlqC8vDymz/9c5EU8z8PpdKKrq0vM14LPGcr+SNBd2traZlwzxZNUiSORSJUc6exbf4T/3t6OU7bb8MjwCUce/L/3jweDzefAn4dex2qUQaFQQKlUBti6Cbqi0WgEACxatAjHH3887rzzTqxYsSKu1xptrJpLjmqBW2rFkrBDX1FRgUWLFoX8gMe7gltI5mbT+j/XQyZnIprd/uDBQjabTRSr/L13/dvw4nXueJMKbS0+nw8qlQrZ2dm46aabMDAwgMrKSmzZsgWTk5Nhf+/ee+/FpZdeiosuuggA8Oijj+LVV1/Fn/70J1x33XXTnn///ffjtNNOw89+9jMAwG233YZdu3bhwQcfxKOPPio+TxhIGorW1la88cYb+Pzzz7Fx40YAwB/+8AecccYZuOeee1BaWhrz+5Bq+AtLAMQOkrkk2sXd2NgYjEYjCgsLsXz58pStig4eeit4tZpMpoBWXmHTLJWqkaJlLmLMd+65HgsXmlE8mYGpxcGy0hFkHJCT5UDfRA8qDdVhj+Xz+eBwOKiCO8lIEZaAI8PMjEYjsrKysG3bNslVgHNRqRSKZFRwp/MGGZB61UnBuH1OPNd2M0YUgzD59HCxcMsThr32VpTL66b9RBjK/e1vfxsejwd/+9vfcPPNN+PTTz+NuYopUTnSfEGKsOR0OtHQ0AC73Q6lUonKysq4XkO06zebzYb9+/eLBU+hBMBkxT5//ItcgC+Gk5lMJtGrNVjAiiaPSKWcaS7Ep5NuvBjLFmSjeWIpmJohWzce8nk+5kOLowvFstAWbEqlEjt37sSf/vQn/OhHP8KOHTtgsVgkX0e8Yw5jDPfddx9uuOEGfPnLXwYAPPvssygqKsLLL7+Mb3zjG5KvLd0Q5q4NDw+L3fmhPtNOpxNGoxFutxtbtmyZlb1eogVuq9WK1tZWMMYkzWoTEOyPioqKxIHOJpNJHHDLcVxAN0iiK39TjWTnSBf8+nK4tAqcudKC2hUDeMO8AjLw4BEY93gw7JtswyqUTlufcxwHnU6HY489Fg8++CDq6urwzjvv4P333xdnCsSTaGPVXHLUCtxSKpa8Xi+am5sxPj4+ozVIvAOWxWLByMgIVq1ahaKiopiOEW6Rl27tu8INqdPppnnvjoyMoL29HWq1OkCsCl6AJzMRS4Vdv1BDJvPz8/GVr3wl7O+43W7s3bsXv/jFL8THZDIZTj75ZOzevTvk7+zevRvXXHNNwGM7duzAyy+/HPDYe++9h8LCQuTk5OCkk07Cr3/9a3EXeffu3TAYDKK4DQAnn3wyZDIZPv3004jXnC6EEpbkcjk8Hs+cX4vUCm7GGDo7O9Hd3Y1ly5ZhwYIFc3B18cHfv3vBggUBA1qFGCKTyaDRaMRZAOnkRZfIxOvhV/+IA5a9GPYWYfECDsUjZlg5Q8TfcXpdEX9utVoBgDy4k4jUDf7u7m50dnZi0aJFqKysjOpzlkoV3DzPp8Rmc6qSSmJVMM/8+VWolj0OsyoTpVo7ek15CL3FdgQv88648Wqz2ZCdnY0TTzwRJ554YkzXlcgc6WhHEJaEHCjczKPR0VE0NjYiPz8fixYtwr59++J+LdF0sUVTeJTodVa0xw8eTiYIWMIsJMZYQOHQTENYU2kdmcjY/t0Hb0Jn7zgyvTIU5PvgHldCrnLPcD0+STFIp9OJoqIUEhFzuru7MTw8jJNPPln8eXZ2NjZv3ozdu3cftQK3vyWJ1+vF5ORkyM/74cOH0djYiMLCQmzYsCEuXQ+JyouGh4fFazWZTJLF7WD8Bzr7r5lMJpM442u2M48EUimORCKZWs6a75+N4vKl4KYycPyyT45cT8TfYGHtlgWsVit0Oh3Wr1+PDRs2xPV6gdhi1Vxy1AncjDG4XC4MDAygtLQ0rLg9MTEBo9EIjUaDbdu2zRgk4rWQczgcGBgYgNfrDWmFEg2RBO50Jth7V/CREnYZBR8pIfAaDIakLt6EgYHJQhBTgwXumaonx8bG4PP5piVeRUVFaGtrC/k7w8PDIZ8/PDws/vu0007DV7/6VVRXV6OzsxPXX389Tj/9dOzevRtyuRzDw8PTWlcUCgVyc3MDjpOuhBOW5HJ5gPf+XBHs+R8Kt9stVlBt3rwZer0+6vOkUtwJNaC1sbERPp8vqV50sZKIxZ3JbMLvdt0KJ4DRzmwUZrngZAowqxojEwZgU++032EMmLBnYHHpkojHttlsAEAV3ElAqrDkcrnEe37Tpk0xVXekisA9MTGB/fv3w+12i1Znubm54sBBIjUF7o7OIVzzs6dxzkX74FHKMe7WIh92yMFDqXDD7QldQbZKVQuZN3I8jMcMgETlSEc7/sISgJAxiOd5tLe3o7+/H8uXL0dZWRlsNltCciQp1dbRzhxJtXspFBqNBmVlZWLrutVqhclkwtjYGDo7O8W8W1hLBa+DUylmJGqT/8eP/RRjFjMqSrLgUulg9SjBgcFrV8JjV0Ch+cKiREAGGWrlZfDJwxesxDpoOxExR/jf+RSXgueuKRSKabHFPwatWLEibt3Dieju8I9Pq1evhkqlgtlsjtvxpc48EnKr2c5NS0WSUcH9mxfvx2dtLSgtqURuPo/+IR3UmiOba0s1w/hgcvG035FBhlWZCyG3zLzBlkibyFhi1VxyVAncgrDkdDrR3NyM0tLSkBVLvb296OjomDY0JBJSRKKZEHYJtVotVCrVrMRtIPUsShJFOB8ps9kstuEJVjNFRUVRt+HNlmRXjQkCg79Al0z/W/9qgFWrVmH16tWora3Fe++9h+3btyflmuYK/6rt4EVdssQgYXBTOIQJ3NnZ2di6deusd+lTZUHkj1wuh0qlgkajQXV1dYAXnX8rr7DYm+sYMhPxriy46tFrYPZocOVJ9WjhDehuWAm5iqE004aPDlfiK+d/gP1tS7B62SFxyCTPAAYOTbtrwC2e2X9brVbPuhKGiA4pwhJwJDFtaGhAbm4utm3bFvPfKRUE7v7+frS1taG6uhoGg0H0pO3q6oJCoRDFm1ACznyBMZYSnWYCjDHc+tt/4ZP3GsHGTTjpmC68baoUa7arMsfQ58qDkvPBwwIXcTq5GscoV8Atd0Y8B80ASA7BwlKoz5zdbofRaATP89i6dau4ESHEk3gLqzNVVDocDtTX14vXI+Vzk8gqzUTAcRyysrKQlZWFysrKgCH1AwMDaG1tFbvbhMIh4fdSgXivs3Z/0oFHn3oc4wUMmmIdtAYPnINy6EpdYODAGDDalIeSjSNH5rvJAMYf+d/zS06FxqaGQx75708xaO4JN3dNLpcH3K92ux319fUAgLq6urj+neKdF4WaiWSxWBKq84SaeSR0gzQ3NwfMTZNSTJAqcSQSjLE5LXS64ukb0HzYhDyFGvI8HSD3QsZ7MHpYjzKDA1XqcazN7EO9vQIcGBg4cOChlmXgHMPxGB0Zinh8QeBOh/c+ERw1q09BWOJ5Xlys8Twf8GF1u91obGzE1NQUNm7ciJycHMnHn03A4nkeBw8eRG9vL1asWAGv14vR0dGYjuWPsMgL/vCmm0VJtPj7SAFHktPdu3fD4XCgoaEBPM+LbXg5OTkJv8GTvXAMJXBLqV7Kz8+HXC7HyMhIwOMjIyNhq1eKi4ujej4A1NTUID8/HwcPHsT27dtRXFyMw4cPBzzH6/XCZDLNWDWTqkgRlpJZwR0qdjHG0NfXJ07grqqqmjdfhKG86IL9u/2H3s7Uypto4rW4293wOfb23A+fpwwraix4q7Uai9cPQav2wqiuxPG9QzAvc8P4t9Uo3d6H999ehIVrR6DVuDE+pkV/Qxme/f4tM57HarXO68QqGQjCknCvh/q8+OciS5cuxYIFC2b1N0qWyCOct7GxEaOjo1i/fj2ys7Ph8Xig1+tFqzNB7PYXcIQFmdSujaPhM5xKm4+PPvYe/vlWI3h4wZSAfNwJtdwLt1eJtYZ+dNoLUZQ5hQlPJry8HFqFGzbvETupQlUublr4Ewz3DcE3w99OaM+dDXOVIx0NhBOWghEsQEpLS7FkyZKAe1CIWfEWuCNVVAozR4qKirBs2TLJAkei76VEH9/fv7u2thYej0csHOro6IDT6YRGoxE7aPV6fdI7VeN1/h/88Fn0dQ2i5hs+TPZngocVU31qcLwX42NyqBReuL0K2A9nov8/pTDUTEKd7UKOzIEfrbwEa/VL0dnZKdmiJBoSEXOE/x0ZGUFJSUnAc9auXRvV9aUykWzZ/NdfQ0NDaG5uRllZGZYsWRL3z3U8Be7x8XEYjUbk5+djxYoV4mdurnUetVodcm6ayWQS56YJ8SQnJydgbkG66FFzVcH973834pmXnodrnRUFajXUWYDd5oVXbsOK3En8v7bl+NGiwwDH8PX8vVhoG8UeawUcvAqyMRmu3XId5FYGk/xwxPMkuoI7llg1l6S9wB0sLPkHNJ/PJ1YjmkwmNDQ0QK/Xo66uLmr/1VgDljC4wOPxiJUKghfabBFeZ3AymMxFTDLOLQTSpUuXQqVSwWq1wmw2Y3x8XGzD8/eRivfE6GRXcPt/mQPSW+NUKhU2bNiAt99+G+eeey6AI6/l7bffxhVXXBHyd7Zu3Yq3334bP/nJT8THdu3aha1bt4Y9z8DAAMbHx8XEauvWrbBYLNi7d6/oC/XOO++A53ls3rxZ0mtOJaQISwCmVRDMFaESIa/Xi6amJpjN5qg3+9KZUPHJ34tOaOUVvOhGR0dx8OBBKJXKgFbeufbvjkfi9aNfXInc5QA8megZK8WKFY04fmEzPhitQekqM/p2Z+M9exm+trEPuzILMfTBKizUj4D7WIkuZwGu+/Z1WLA1/JwKfwSBm0g8/pYkkYQlh8MBo9EIr9c76yFKAjKZTMy95hKPxwOTyQStVisOgQu+Dv9B1f4CTqiuDWEAWyoIwIkgFQTuQ0MWXPXTF+Cy+gAFg0/NwHkAudOLfQPlWGUYhUvphW8SOIwsLMoaRSVvwqAjGxqmww8rr0GN7shg2+DilVDYbLaY59sIzFWOlO5I8fv3+Xxoa2sTB72FWgALf9N42/6FWr/NduZIulVwz4RSqZzm393T04OxsTE0NjaC5/mATf+53sCOxzrrrfdb8MAT78Nr94CzO+BWquHyAAovj2GfD1rIsKdnEqesbMW+0WqMWbPgnsyAuVGBExa24aen3IJsvQHAzJ9RYR0WrcCdiJhTXV2N4uJivP3226KgPTk5iU8//RQ//OEPo7q+VGWmuWtCF35TU9Os55/NRDwEbv/5KKGKEZJZyBhqbtrk5CRMJhMGBwfR1tYGjUYjxop06eRMdLGi2+XFDb95BU3GPqz8zgTax/SQuzwYH3ZCrgXc9iw0F6ghOyhHzr834/xj90Omc2GDrg8bVYN4+7NluPCsvwIAxvixGXOgeGzyRyKWWDWXpMenLgzhhCWhelJodevq6kJXVxcWL16MioqKmL6UYwlY/jtv/oML4p0YBQe5cMJ3oklWsPVfvPm34VVUVIhVXGazOSDw+ld4x2rJIODfNZAMBP9t/7+11Na4a665BhdeeCE2btyITZs24b777oPNZhMn4n73u99FWVkZ7rjjDgDAVVddhS996Uv43e9+hzPPPBN//vOfsWfPHjz++OMAjgTUW265BV/72tdQXFyMzs5OXHvttVi4cCF27NgBAFi2bBlOO+00XHrppXj00Ufh8XhwxRVX4Bvf+EbcPNDmAqnCkkA8bI5iITh2TU1NYf/+/dBoNFFN4E53pMYnjuOg1+uh1+tF/26hErS/vx8tLS1iJajg353o+382i7v/uutmTMID2StWnHmOBcYDBng8CvSMG/D9jQ7c+59afOX0TzDWa0D3oWw8uX8lNnDDKF03BIdXgZzM43DDGRdGdU4h/hytgmGqIEVYAo5UVDQ1NUVdpTgTybAoGR0dRXd3N1QqFTZv3iz5vvAXcISuDaHlVuja8K9A0mhC+z+nI0LsS8ZGPM/z+M3vn8QHjW5kWBlkPACOgVcqoBu0w7qiAH9/UIE77nofu8crUK0xQat2onmiDF4mQ7l6NS5Z/pOAz3XwzJFQxMseIN450tHGTMIScCQvrK+vh0KhwLZt28LeW8LnM94xJVgMcrvdMBqNcDgcKT1zJJmVjxqNBgaDAQ6HA+vWrYPNZoPJZILJZJqTwqFgpGxqhcNituHnd/4dnRM2aM1u8FkyyDnA5ZMhv9wE04gGubZJyHUaKA0qfN7mQqamA6dUKyCXMQyaFLjtvPsDjunz+SLmzna7HYyxmDaS4x1zOI7DT37yE/z617/GokWLUF1djRtvvBGlpaWiMJWuCJ0jgjVkuBjkdDrB8zysVivq6uoS+v0+W/HZ4/GIbgPh5qOkUqe+TCaDwWCAwWBATU0NPB6PODets7MTdrsdHMehq6sLubm5Se8GCUciK7jf+agV9zz5LpSHPQDvAqcHfCYfphRuyNVqOG0W5OfrwNs52MtUaB/JxsV//DLWVo5DxfnQ0Mnw6q2PiceTsgk8FxZJM8WqZJKWArcUYUkul8PhcKCpqQlOpzPmJEYgmoWcv6geauctXgMI/IXsoaEjXjyCT7Xw+HwQGCJVJ/lXcdXU1MDr9YpteMGDE3JycpCdnR11EpUKFdzB1yy1cuCCCy7A6OgofvWrX2F4eBhr167FG2+8Ie5s9/X1Bby2uro6vPDCC7jhhhtw/fXXY9GiRXj55ZexcuVKAEfuu4aGBjzzzDOwWCwoLS3Fqaeeittuuy0gGXz++edxxRVXYPv27ZDJZPja176GBx54IB5vx5wgVVjyJ5kV3MJ5BwcH0dLSgqqqKixcuHBexAd/Ynm9/q28AAIqQYVWXr1eH1AJGu94EEtlwYu7/41//ectWP8whSWnu9CWmwWdegQ2KFFSPIYDPTo0jxfi+hNfxe/ePhUnn9aMCQePT99ZDYtDDbtPgaeuvCum6010axwhTVjy+Xw4cOAADh06hBUrVgS0J8eDuRS4/SsuS0pK4HK5Yr7P/Ls2FixYAJ7nxa6NoaEhHDhwABkZGeIwpXRH+BvNdbyvH/4c/3z2YXzQuAYKXgnIAPAMPpUcGRY3vNkZYDlKjH46het/ehzOvaIXW8sPodVSBMO4Gt/edAeyM6Z3jfh8vhm7aOIxZBKIf450tCBFWBJm47S2tqKyshILFy6MeM8Kvx/vmOIfp8xmM4xG46xnjhxtFdzhEAqHhIrNmQqHElW1Gcs6izGGN95rwAPPvAvOxoEv0oDjGZhCBrlXhuzWMaDah+EpGaD2weudgsWjRlGOCgqmQNshhjw+E09ce8e0Y8+0ySYM2o4lD0pEzLn22mths9lw2WWXwWKx4Nhjj8Ubb7yR8I2JRCJlHcYYw8DAgDj0buPGjQkvSJlNXjQ5OYn9+/dDp9Nh69atYb/nUkngDkapVKKgoAAFBQUAjhQltLS0wG63Y3BwMMBGNjc3N+kWkAKJqOB2ON248Za/oKlnHO5sNZSMgfMxeA7LwTdmgKlkyMqfhN0jh2nchSwVA2fR4nBuJopyJ9F2SINXr79n2nGlbPLPxTpspliVTNJO4JYqLHEch/3796OwsBDr16+fdUCTKk653W40NDTAbreHFdXjtSgUXnd9fT2mpqYgl8vR0tIiJvUWiwUGgyEld8riSTTttwqFIiDwulwuUaxqbW2Fx+NBdna2GHiltC2ngsDtf36e56Na3F1xxRVh20nee++9aY99/etfx9e//vWQz9doNPj3v/894zlzc3PxwgsvSLq+VMN/iJIUYVsg2RXcQmve2rVrxc9/vEiF5GQm4pUMhmrlFWLIwMBAQpK3aGKMz+fDzodvwuoT+uF7ywBXqQZKhxXKISe6x3Lxi3M+wv1/34p3Bjfid69vxXlb23Df2f/G795eh/pDVZCpfHj2yl/NqrMl0a1x8xlBWBodHYXRaMQJJ5wQ8vNls9lQX18PmUyGurq6WQ+1DsVcCdz+edWWLVswMTEhburHA5lMhuzsbGRnZ6O6uhper1esQOru7gZwJM8SNrFStQIpHHNtUTLptuJ+420odvZjd9sKcD4ADMD/XYfcDchcPOwL9ND0WOBbkIe+KeDBnxogk6/F939yDi4/O7xd2Vwv7uKZIx0NSFmHeb1eNDc3Y3x8HOvWrROHlUVCGAYX7zxJyL16enrQ3t6OxYsXo7KyctbzB452wuVMkQqHOjs74XA4phUOzTZeRis+dTT14bqXd8G9awCOdYXQOI8MWudVMihsPPhMNTo+z0dVmQ2LaicwMKkH3C7kejWQT7kxMG7Cf+5/NuzxZ6oot9lsUCgUMXdIxjvmcByHW2+9FbfeemtM15Nq+M9dC7cO83g8aG5uhtlsxpo1a7Bv3745EYVjzYuEWSE1NTWoqamZcWhjqgrcwahUKsjlcqxcuRKMMVitVphMJtFGVqlUBmyOJaurOJ4V3D4fj/955SO89LdPYDdokOk7clzOx8AyVJh4n0Pp12wYOcjDZFGhSAtYoYTV6YFGPQ6vxYsvbzkeF5x+cZjjS8uB5mIdFilWJZO0ErilCEs8z6OjowMejwfV1dVYsmRJXM4tZbfeYrGgvr5+xsqAeAUmYYdY8C7mOA4ejweHDx9GR0cHmpub53ynLBlJ32wWb2q1GsXFxSguLgZjDHa7XUzUhLZl//dPo9FMO08qCNz+gW42rXFEeKQOUQpHsiq4hXYxr9eb8Na8VCcR8Umj0UCj0aC0tFRM3oJnAPj7d8eSvElNvP72ydt4un4PyiutKDJMob5LBy5DBodWA7nVh/90lOGU5QeQX2rGidiLtskq3P3iNvx5wTJoVF6sKS7G9V//QSxvQwBUwZ0Y/IUlQQgK9bk4dOgQmpubUV5ejsWLFyfs+2kuBO6JiQnU19cjKytLzKsmJyfDWrPFA4VCgfz8fOTn58Pr9eKDDz5AUVERJiYmAiqQBME7VF6QSsyVwM3zPG755I9Q6D/Eh+0r8dsl7+H5zM1Q23l4dXKox13gNUooXAxugwZqsxvI0oLP5KBy+7B8ay3uvO0CKBWRF25SPbhpky3+CB1MWq12mjWewMTEBIxGIzQaDbZt2xbVd14iYoogmHd3d+OYY46Jy8yRcGvCeHXOpkI8kfpagguHnE6nuOl/6NAheL3eAP9unU4X9euLZp21550m3PD4K7Au0CMHHHgZB5n7yN/Ko1NAPeqEszAbymGG/r/KUFDpxYLVDHKDCmsL1+Pir397xnPMZBEgzCFJp43QdCDS3DV/hLwhMzMzYO6a/2y2RBFtDPP5fGhtbcXIyEhUm4HpInADX8QzfxvZyspK0QLSbDZPs4CMZhh4PIhXBbfb6cFNP3wM79TIUdRlhe84PbgRJ6CQgSllYCo5DrcVoGbPCPLXqWH/xA1ftgdsWA+1XgOzaRjv3Rt+cw1InQruVCYtBG6pwpLdbofRaATP88jMzBRbyuNBpGFKjDH09vaio6MDCxcuRFVV1Yw7b7NN4IaGhtDU1AQAWLNmDTiOEz3BiouL0dHRgS1btsDpdMJkMmFsbEzcKRMCR25ubsID/VwQr8Ubx3HQarXQarVi27Kw0zg6OoqOjg6oVCoxSRN2GlNR4AZia40jQhOLJUkwiahMmonDhw+LIms0frWxkAoLsmQTPAPA5/MFDF9pbW2FVqsVxTGp/t0zJV7dwwN47MAd6B8xwNdejOw1DjAAXAaHjEEHOhdWoLzyAAZ+Z8JdyuNx3jEt+OaWA/jd6zxqDBwsnkw88P34WQTNhffbfCO4YkmhUEyLJ16vFy0tLRgdHcWaNWvELoNEkWiBO1xFUzIWd8XFxSgvLw+oQAoeQivkBnM9hHYmhA2yRMbotz9rxcMH/4qqlUOo4FxwutXIznZCbnWBVyjhVXPw6lWQO31gchlUNh6MU8CXwSFDLsPTT38POdnSugykDHiz2+0kcMcRQVhyOBzYvXs3tm/fHtIOQFgLSalCDEW8Y8rU1BT27dsH4MgwvnhZMsxFDEq2gBWrWJ+RkYGSkhKUlJSIwxYFwbu7u1usAI9m3sFMm/yMMbzf8y6e2NeOiV82w3zBMqjMHijsHvAZMshcXnA8gytHAZlHhQyTCz6dFr4MHQ5P6GEwZuKZpy6FYobNNQEpFiWUA8WXcHPX/GGMoaenBwcPHkRtbS2qq6sD8oa5KDISYoOU+8dut6O+vh4cx0VVgBTNOZJNpDjmbwGZ7GHgs63gtrpseKHxdfz7sVaYbABYAeQOH5gM4FxH9ENHvhKZwy64iw04+KECmk8mUXKsG0q9BpX5y3DV96R5V0vRnWw2G8rKymJ+PelOygvcUoWl4eFhNDU1obS0FEuWLMFnn30WVzFJLpfD7XZPe9zj8aCpqQkTExPYuHGjpMqA2Xhw8zyPAwcOYHBwEKtWrUJ9ff2050TaKRPabnt6etDc3Cy2kQlek7MRwFJhyGQ8kclkkobNeb1eaDQaeL3epAybDE60ZtsaRwQipRVOCnPpVyt0svT19WHBggWwWCzzvpIkGfFJLpeLm2EAAoavHDx4EA6HA3q9XlzshbI+EGZOhPv7Xfvnq5BXbsX7PctQBDfkch94/shnVHWsGr4/O+H66xhGT6nC4j2d6LvJh9+duATZm9eCA4/7v3c9DHH2GSaLkvgRrmJJLpcHfDYmJydhNBqhUqmwbdu2OfHWTFRMm6miKZnVS5Hyqt7e3oC8ShhCm+zYm8hF8JTViUt/9gysuVYUnjcBJXwA4+DwKTGhyMJKeSf2FK+DrssGe6EWKosMKosLTCEHk3HYXrcI11y9I6pzSqleohgUP/yFJeF9D77v3W63OBhN6looFPG0chNmjpSXl6Onpyeu+fl88uCe7e8L/t3l5eXgeR6Tk5Mwm83T5h0IuVKowqtIORBjXrx18Hbc9GEeMOREgckJppbDnQvIHD6oRp2YqslEVpcV9nIdHIUqOHIUUFt55OkycN8dX0d+bnQdryRwzx1S5q4BM8eguSoyEj6nM33vHj58GA0NDSgtLcXSpUujyhNSXdSOlWALSKGr3mQySe6qj5XZVHA73I248vVX0DKei4KPDsO7rRy8igPkgGrcBUeJGhmHHXAWamAtlSHD5IFcngkXp4WzJxv3XP0tqNXSC06pgntmUlrgliIs+Xw+tLW1YWhoCCtXrkRxcTGA+C+8Qh1vcnIyZAvMTMSaGLlcLtTX18Pj8WDr1q3iTl+4IBq8AJTL5cjLyxMHUbpcLnEqdlNTE3ieF9vIUsn4fybmaoBSuGFz7e3tOHz4MAYHB2cUqxJBcKCj1rj4ILUVTiqCRUmid9ydTieMRqMYJ+x2O0wmU8LOl04kO54FD18ROmzMZjMaGxvFGCzEEK1WK8bx4Pu5b6AP979/H4b7dJiolENn8wJawO7UwDykAyoOY+F3B9HWVIjMJgdsQ250X1UD+VYgz+vCkvLF+PlXEzPper4nVvEiuGLJvwpXiPk+nw8DAwM4cOAAqqurUVtbO2ef80QI3A6HA/v3749Y0RRK4E7WvR2cV7ndbjGvamlpCWjPF+7pub7WRAxPAoBn/v08nvufIcizldAVeKCU+8CDQ3aWHboMF55r3oQf//e7uP6WbAxWViPjsAM8AGeuDNVFevz+tp3IzIx+Iz6V/CePZkIJS4Itib9QZDKZxMGN0ayFQhEPKzf/DbK1a9ciJycHPT09cd0USzeLgFhIRK4qk8lgMBhgMBhCzjtoamqa5t8tbOaGi2Fu99/xVAMHLy+DVuaDjAHKERvcJTpMLtfD8PkIzHUlmFiihWbYCZkXUGgUuPLSE3HqCctjeh1SBe5k55zpjtQiRyEGGQwGbNu2LeQmyVwL3OE2ZRhj6OjoQG9vL1auXBnT8G/hPUiHCm4g9vxMGAZeVlYGxpg4DFyw4lWr1QHdILP57om1gpsxF9448Hu0jG+EUuaD3OWDwuwEmAETy/TQG8dgOq4UjAM0h+zwaeRwZ8uwoMCA2689B8WF0RcYSbHasdls89qqNiUFbqnCktVqRX19PeRy+bQhSvEOZP4LOf+pvLEsKGOp4DabzeKQow0bNkChUIjHCLfQm+kcarU6oI1MaLtNNzuTZAV4Yaext7cXVVVV0Ol0on93sFgVq++cFMIJ3ETsRBKWYsU/6UmUp9j4+DiMRiPy8/PFOOFwOI76hZgUUvE9yMjIQGlpqejfbbPZRMG7u7sbcrkc2f9XXe12u6FSqTBuNuHKvz+IqpxDaPtsJYoXDWLcqYVFo0JZ0QimuHyMt2jRWVqI2vLDyH6kD3v+vAjqvW6wXTYoNmTgdz+9IS4+pOGw2WwoLS1N2PGPdqRULAkxxGg0YmpqChs2bIirLZsUZtONForR0VE0NDSguLgYy5YtCytopLK4pFKpAuZ6+Lfnd3V1QaFQBPh3z0WnVbxzpM6JZjy553HsfqEYKmSC6TiAAzw+OaAGfJDj1GX1+Hv9ZshlDNf/+j/o/Gg/9qoq4VJqcdm3f4DFC5fFfP6ZxCXhfSeBO3YiCUvC+ooxhs7OTnR3d2Px4sWoqKiIS540G4Hbbrdj//794nBdjUYjHi+em3GpHIPixVy8Pv95B8CRwishXra2tsLj8SA7OxsOhwMulytkLJtyvIqeiWOgkPFgxWr48lTQf3QI419bBMu6HPg0cug/HwHLUIAv0ODs09fhvy7eDrk89k2/mfJ46iCZPVLmrjHGcPDgQfT09GDJkiUoLy8PG4PmqovWf60XjMvlgtFohMvlwtatW2P+jEjVeVKBeF0jx3HTuupDdc8J+ZWwORbNdcZSCOD1foh9I3oAHBQyBs9CLbQNo7CtLcTUimzIPDxy3xuEc4EWLoMa2RlyXHPJKdi2aVHU5xLw+XwzdmnO90KjlBO4pQhLjDHRz7SiogKLFi2a9qFMlMAteFyOjY1h/fr1YtVONESTGDHG0N/fjwMHDmDRokUBk7/DBbhYEsxo2m4j2Zkka8hkMncwhV2/4GFz8fCdk0IoD+75HNRmg9RWuFjwr7iMt8DNGENXVxe6urqwdOlSLFiwQLzuubRGSXVSudLBv5W3oqJCbOUdHR0FAHz22Wd4quMT8AoPmrPyUeK0gOdlmLKpUJppQndeHhxdSiiXTcLSUoaOt2SwrNQir2wKteeaMXlcJk4u+BrOXv+lhL8W8r+NHakVSxMTEwCOfP9s27YtKb7P8Yot/kLZ8uXLZ/QNDJdDJeL+ns0xQ7XnCzZngr/4XAxUmq23pIDTbcPDH1yBZkUORt/LBtOowZwyMAZ4O9VwbFVCqWNotZRgecEhfGvTh2jor8T1e89GaZ4FOzavxXnLdsbl9UR6n1wuF3w+H8WgGJlJWJLL5XA4HGhtbYXT6cTmzZuh1+vjcu7ZxJSRkRE0NjairKwMS5YsEdcoiRCDEi1wp0Kukoy1lTBHStggFCwKhO+Hxu4OfOi1YJ/VBnAyfKmsEj9YOA6V3AenVwnIOdi/Ugrd073IffkgJreVwbpED9uiLKzPysEdl34ZhszZ23fNNAfAbrcHFN0R0pE6d03oVnW73ZJi0FxVcAvXGhzHhELFnJwcrF+/flaWSfHUf9KVSN1z/ptjQn41U5Gh1Dzpk+EB/LWzBb1TE6jMMuCyJZ1Qyr0AGBgDnCcVQP+HTuT9owPmHVWYXJuDqeUGZI65cPGOzfj2mZtn/XeSUig339dhKSNw+wtLwpdqqA+A1+tFc3MzxsfHI06bjaePm3A8j8eDTz75BEqlEnV1dTF7XEpN4Hw+H5qbmzE2Nha2OitSkjWb5CuSnUlzczN8Pt80O5NkkQoCd3CiI8V3Tq1WByxsYxUoggMdtcbFRjwGSUYi0q7+bBB856xWKzZt2iRW/ArMF6/Iow2hlVej0aClowl/MB2EkndhTJ0PBoDxHACGTLcD67NG8NlYFTrz8lBrGgM73orxjjxY9hegr8+JhUVy/GHnVXN27VQ9GRtSK5a6u7vR2dkJmUyGpUuXJm2oYTwEbo/Hg4aGBlitVslCWbpWTwqb3Dk5OXM6UCkeOdJf/vM/ONz1Dxhrq6F0yGEbVYBXyeBjHFR9PNy5MiibtOhZBSzQW9A2VQwZYygtH0eJT45frrwJmYr45IkziUs2mw0AKAZFiVRhCQAaGhpQWFg4a6EmmFhEKJ7n0d7ejv7+fqxatUq0qhQQ1pOJruCenJyEXC6PW4FJsmNcstdWHMdBq9VCq9VicHAAmop23LNvGMN2DWRgYEyOlztbsVijx8kVB/DPrlXw8hywNAsTV9ZC+aEZue/2YMvGpTjrO1/C2uNj7xrxR7hPqII7/khdhx0+fBiNjY0oLCwUu1VnIt66UDiCxWf/4bvBhYrxOoc/yb5vQzEX1xPcPefv393T0zNjkeFMgxs9/Biea38OjzfJ4WUcZJwMvVMWWByHsbOiG691LYeHlwNFGZj6UQ3Ubx5G0dNNkFUYsPGU1fj+Dd9AfpEhLq91phwIoG7+lBC4gwNaOHF7YmICRqMRGo0G27Zti9jaGQ8ft+BzWywWVFdXh6wYjwYpiZbQZifYr0QS0+diBy/YzkRopfe3MxEGGwqt9HNFsoO5lJ20cL5zZrMZPT09YjLkP5hKaiWXz+cLeL8psYoeKcLSbOE4Lu4J1sTEBPbv34+srCzU1dWFtBGKt41AupKO70H/yCH89JOHgUMKHM4rxHrejENKGTgGaLOt4DhgdKwCb7+uxCVnfo6/9q1EpyYfqhE3irWj0Bo8eO5Hd8z5dVMMig6pwpLL5UJDQwPsdjs2bdqEffv2JXXzarYC9+TkJPbv3w+dThc2foUjHe/nYPwHKjHG4HA4RIsiYaCSIHbPputrNh7cPaMjuOepPyB36yAW1fKQgwfjFPDmq+CzMWjMDsh4JVxyBbBXB9+gCt2rVJDneAG7DN+qPgtnrdoc07nDvRYp9gAcx1EFZRRIEZYEIdnlcqGyshLLlsVHMPQn2pgSPHMk3PdOvDvZ/AVuxhja29vR29sLxpg4NFG4b5MxfD5epIpQxrLex6vDBzFsX40MuRcyjgHwgjGGF7vX4K71r6DTkocWUwm8PMCKspBxgRbXfekknFQdm892OITP0Uwe3JQDRYeUuWv+m1krVqyIygov3rpQOIS1ntD139TUBLPZPKvhu6HOAUzPg5Kth4QiGbma/+bYggULwPO86N8dPNxWKDKMlCf5eCsaTNfg2bbV8DIFNHIPOA5gzI1GSzG+U8twZk0LXu1aDqdPARRmwfodPVbkq/CH078DbZw1Mak2beTBnUR4nofZbIZKpYJSqQxbsSTsftXU1KCmpmbGGzherSg8z6O1tRWHDh2CRqPBkiVLZn3MmQQnwYeypKRkxsm6QpIlZchkvAhupff5fJiYmEBnZyempqbwn//8R5KdSbxIdkCPpf032HfO7XaHrOQSdhuzsrLCB96gnTxqjZNONBVL8SBeAre/dVFtbS2qq6vDXjdVcH9BqiV+kdj9eQN+c/hlbFgxhPenVoBxAM8AjgGMA/b3FKNyyRB62kox1lWCj//hwtrqw8hfYINVqYLBshqnrDoOhw4diqslkhTme2tcNEitWBobG0NjYyNycnJEMXiuWm7DMRvRaHBwEC0tLZJzuuDzHg0Ctz+CIJuZmSlpQRaNcBZLjuJwu/GdP/8RqjYT8vKtYENeKFYAHosMvdY8VG+cxNCTNtgW50Mz4oXcJAPcgF2uBj5QY3V5Ke7+yXlxj7nC5z3S4k6IP+kU75OJFGHJbrfDaDSC53lkZWXBYDAk5FqiiSn+M0c2btwY8TMR764P4XhutxtGoxFOpxObNm2CQqHA5OQkTCYTOjs74XA4EtKVMRekSozlmQuynHfR3roeAAcZBwBHOtg4zo1BZy6e6v4O7t/ejM8ONaBlvBAKXyGq+HUwmJ3o4Xri+t5LEbjJKlI6Uueu2e121NfXAwDq6uqifn/nqoJbOJfVasW+ffugVqtRV1cX13kb6eTBDSR/7SWTyZCdnY3s7Oxpw22FOA0Ahw4dAs/z03Qrk3sX2sx22DxqqOU+P6tgBpXMi1uNZ+Kp47pw7II38eFAOdy+TGxasAw7Fn4b6gRscEqxOp3vMShpAre/sPTpp59i48aNIat+3W43mpqaMDk5GdXul0wmE4NlrPgH06VLl6K3t3dWxxMIl2j5+1BK3ZkMday5DnxyuRy5ubkYHx8HYwyVlZWiWBvOziSewS4VBO7ZCvgqlQpFRUUoKioSK7mE97C/vx+MMbG1Ofg9DDVkksSlmUm0JUko4lFBINg0mUwmSYPljkYxKBbS5T14Y9/7ePX//Q0H5YWo/coYZByDD0c+l02qIpTZbejP0mKgoBD6qT6sPLYdQx2FsFqLkWEyQy5X4tdf+21Iccy/PS+RQ4Pn+3ATqUitWDp48CB6e3un+euno8AtFA0MDw9HtJmbibm+n+f6fFIWZHq9Xryn9Xp92Dwk2hzp5k9fxPvGYRiGfFA5vOCyeKj1PlRMmTHgykVF1ji0zAf5WXnQvGWCq0AHhccDrwIweGR47Kb/QkFeYiqHpIhLVqs17nnm0YhUYWloaAjNzc0oLS3FkiVLsG/fvoTFHSkiVKSZI5GOG+8Kbrfbjd27d0Ov12Pr1q3iuta/eEXoyjCZTOjr6wPHccjJyUFeXt6cDZmNlWSvrQTc/DAgtyFDHvy54ADwYIzHpLcSev0PsT3Li+3gAMhCdsT4r6M0Gk1Mr89/zRAOq9Ua83fbfELK3DUgMAbNVPgXjrmq4AaO3DtGoxFVVVVYtGhR3O+jdBO4U41Qw213794Nt9sdoFsJscKKJihkPnBH9tUAvz8nz7yw+7Sw4FqcsDATX6q1gOOKwHGJczKQ4hww37tIkiZwC0ENOPJBC5XQmM1mGI1G6PV61NXVRWV7IZfL4Xa7Y76+w4cPo6GhQQymJpMpboFREJz8k4dYfCiB8LtiyfKo5Dhu2pAQwc5kfHxctDPxr0KarZ1JspOweAjc/vhXcpWVlYExBqvVGvAeKhQK8f3zeDzTPLjnc1CTisfjgdfrnRNhW2C2FQRWqxX79++PqiKAhkx+QSos1iJx9YMPwJBXj5EPKzH1TQ10ShcY46BnLlighidLgZzxEUxxSkxoVWgyVKCJMajy3VjomMAjP/qNeKxQ4pjZbEZ3dzeamppmNW08EtQaJw1hgy2SuO1wOGA0GuH1erFly5Zp72myBe5ou0McDgfq6+vBGENdXV3MXQXzcdMueEHmdDpF4WxwcBA8z4v3c7B4I9WiZGSiHxe9/wx4FQf5eBbkzAMwBoWTgVUqYPxbHk44uwvGiSJ4PTJkV9lQ8gM7bEMOyO1efG/7Wdi88KSEvg8+ny+sCCJAG2zSEIqMgNDCks/nEzejVq1ahaKiIgCJjTsziVD+M0eiXSvFMw8SZuosXLhQ7EAR1rT+aDQalJWVoaysTOzKGB8fx+DgINra2pCZmRlyyGyq5CqpcB1yLhtgMmws6sfe0QVw++RQyo58/rxMDhnH4dSKWgAAx30ha/h3xDDGxE3/0dFRdHR0QKVSieuo3NxcyWtRKVaGNpsN1dXVs3jV8wOhezZcTBdi0MjISEAMioW5qODmeR5tbW3w+XxYsmRJwj4D6SRwp8M1qtVqcByHhQsXIjMzU9StzGYzurq6oC61oCJ7FAaVAyZnJjScYFECuHg5Fmh1WJ5TAI6TgeMSv/aZqYLb4/HA7XbP63VY0gRu4cuB47hpyZL/7vzixYtRUVER9ZdsrAkYz/Po6OhAX18fVq5ciZKSEvF645Uc+QcmjuMwNTWF/fv3Q6vVRu1DGc6iJBWSEiC8nYnJZEJvby+am5tnbWeSTIFb2KhIpAULx3HIyspCVlYWKisr4fP5xBbIwcFBTE5OwuFwYGpqChaLBWNjY5IWdw899BB++9vfYnh4GGvWrMEf/vAHbNq0Kezz//d//xc33ngjenp6sGjRItx1110444wzABwJpjfccANee+01dHV1ITs7GyeffDLuvPPOgE6EqqqqaZ0Qd9xxB6677roY353YkclkcypuA7OrIDh06BCam5tRUVER1RyAubIoSfXBb6l8bdc9/Qc0vWBByTcskH2qhleuBPNycPqU0Cg8KB414XCBDs4MGYx5C1BkHsd6rxtOmQoK5sNx1ctw2Y5rwh4/VLWC0CESPG08Jydn1q28JDDNjJD/hItBIyMjaGpqQlFREZYtWxYymU22wB1NXjQ2Ngaj0Yji4mIsW7Zs1t+ZqXw/zwUZGRkoLS1FaWlpwCb46OgoDh48GFBIIIjC4fB43Ljr9Z+j0ZcFplTCdVgLBQAmA3hOgammLNiXKaDc4sKSDw6h4EQb3rbUIivDDqfMi8XLlbhm3T0JzYMEpIhLwnClVMmDUxUhBoV6n6ampmA0GqFQKLBt27aAzahExp1IMcVisaC+vl4seopmrRSvTTGe53HgwAEMDw9Dr9ejtrY2qmsQNp5ramrEIbPj4+Noa2uDx+MRu10Fr/lkMtdrK54xyEKcTykzwDu1FKvyW3B8aQk+PFR1xOcWRz7DJy+owZmViyIem+M46PV66PV6VFVVBaxF+/v70dLSAp1OJ4rdkeYgkT1A/JAag2azIS6Q6HzJfwNfrVYjOzs7YecCpq+5Uvn7LpWvTcC/2MRft+J5HsMWOQ759uCbiz/HE811cPgUYIyDjGPIVCjwiw3HQjEH+Y/ATEMmrVYrgPk9aDtpArd/QJPL5WIVgdPpRENDA5xOZ1S788HEEsgiDSuJZ2uL8KHkeR7Dw8Nobm5GVVUVFi5cGHUQiCQqSUnmGGOYcDnhdHiQoZJDqVZA7pNh+PAkDg+aoVLJoS/RQKNxIVerhFKRAx4q9I2O4NDwGGRMhvKCAmTlZmLQbQHjOWSOmqFTZSArKwM8GNw+H1RyORQymWhnItgquN1usQqpubkZXq83oApJSptpogXmSAifibk8v1wuF9vsAOCTTz5BQUEBfD4f7rzzTrzzzjsoKipCTk4OzjjjDGzbtm3aMV566SVcc801ePTRR7F582bcd9992LFjBw4cOIDCwsJpz//444+xc+dO3HHHHTjrrLPwwgsv4Nxzz8W+ffuwcuVK2O127Nu3DzfeeCPWrFkDs9mMq666Cueccw727NkTcKxbb70Vl156qfjvZO0wzlQFlghiqSAQKgIOHTqENWvWhPz7zHROIPmdDsR0eoeGcf0TD8L8aSY0w04ULrDB8o4KMo8X+kE7BqYMMKgdKD9nHL6X5eguLsSETI3R3DxM8V7U2Kbw3KU3Rn3e4C4b/2njwgZU8LTxaD475MEtjVBijv/9vmLFCnGTPRSpIHADkbuY/AsWli1bhgULFsTlvPNd4PYn1Ca4YGfS29sLq9UKuVyOzs5OcYi18Pd6+LXn0NS9F6s3jKDrYA0KcifAOAZezsFjU8JqUYBT+JDzkR19m0rgO1YJ78cMJ8tbwGfKcdoJN6C2ZM2cvVYprbkUf6QRaqOAMYaBgQG0tbWhsrISCxcunHZvz7XA7T9zZOHChaiqqopprTTbNZzL5UJ9fT28Xi9qa2thNpunnSMagofM2u12cT3k8/lEf/F4dbtGy1zF2A9GuvFirxFdVhNyVRp8ecFynFexShSMGGNwDZ4JQx6PnUv2YGNRNxrGSsFBix3l5+LYki0hhfFIhFqLCjFzpjlIUgRu6qSVRqh1mJQYFAuJtCgRNvCFgoSPP/444RtUqV5UlC5YPS681NuAfzg7IP+0H5vyy/HNqjWo1h2JDTKZDKW5x4FzXAyZ/Blcn/kWPh6qwqhDh3xZJta6joFiYBjddveMM9PixUx5kM1mA4B5vcmW9CGTwBcWJaOjo2hsbER+fj7Wr18/q8nT0VZcj42NoaGhAQUFBVi+fPm0D04iKrgPHDiAoaGhmEQr/2OFCnDCOXieQSbj4PC5MOwwY8Q0Cd4JaGwK8IxH29hh9JpNGGeT4LQMJXk8ZFMmTHWaMWRSYMSlAdPJUVYhx4bqDNRVZ2NwTInmvVZkKcaRlz0G25QVqkk1zFMZ6GzV4z/2NpTla5FTVgCnRovJwzbYzHZkGdRYWFWI6tICKBxyuKwuGAyZkuxMIrWQJVO4S4bAHeoahPfoH//4B3bu3AmVSoX+/n48//zzIQXue++9F5deeikuuugiAMCjjz6KV199FX/6059CVlPff//9OO200/Czn/0MAHDbbbdh165dePDBB/Hoo48iOzsbu3btCvidBx98EJs2bUJfXx8qKirEx7OyslBcXBzPtyAmkvGZiTbBCm7pj2V4qL8IFS8binQllQT+7/7m1zAZDZAvzkDGkANMxsHtkiN7oQOmAw4ozToMNOdCu86Fyiwzqr8ygmLnMCyf6sG71Xj8B3fH5To4LvS0cbPZjJGREbS3t0OtVgcI3pEW2h6PBy6XixZ3MWCz2WA0GgFA0v2e6gJ3rNZrUqCFXXjkcjny8vKQl5cHAOjv78fg4CBcLhdaWlrg9XrhlHvw/1rfxCQnx0lrRmGT/V+7P2PQlNlg6yiAywcoF9lh69KCswD4Xx+GazhwWQyrNnwJXz32K3P+2qSIS4IHNxEdXq8XTU1NMJlMEf3x/YuS4o1cLofL5Qq4pmhmjoRjtptiFosF+/fvR05ODjZs2IDh4eG4D60UvofLy8vx/vvvo6amBg6HI27drtEyF2urfx9qx90tH8DN+6CWy3HIMYVHOj7FgGMCP112vHgdzKdDjeZ+uOXNWJDZhVMX5CNbtQ1yLiMu16FSqcTNBgAB/t3+c5Byc3PFzqtIkMAtjeDPl9QYFAuJsCgJt4E/F52zkWawpRKpnKt5eB+uN/4b9aYh+JgXKg/wxqED+Gy8H/dvOBtVui/m/pVoLoRBeRxKNB9iXb4HWcqN0CnWwOl0igVCAwMDAXZxOTk5CZk7J0Xg1mg083rNn1SBW7g5ZTIZDh06hImJCSxfvhxlZWWzPrbUhZ//YMdI1UXxDFaCT5vJZIpZtPK/LsEmQwgiDq8dffZDGDC+DuaVQ6cwwJ0lQ591HMOfDoF1DyFbOQG5CjDLtbCWZEBRIgPzAL39dsg9HshzGWQ6JTJsPKxONXr7ZBjrAw7smUStYRCrFmhQUuRGhuYwrJ4pNOzNRf2+fGTo+1BU2QyvGmg36WG2GTDp1GPCqwKcPFrdLig+dsDRLIN1VA2vNgMLVqhw3PGVWFlVgRJ9JSp0FSgvL4fb54VtckocztLS0hIywZvvAneoBd+2bdvw3//93yGf73a7sXfvXvziF78QH5PJZDj55JOxe/fukL+ze/duXHNNoAXCjh078PLLL4e9romJCXAcB4PBEPD4nXfeidtuuw0VFRX45je/iauvvnpWm1npRDSC1OjoKBoaGlBcXIylS5fG/EWVTl5tiSRVXv9b9bvx3Od/g6m+CrxSBt+ECpk+J3gZh/7mLBy/owOD7+aA3+NEicKLvtF89CzJR16ODZwdWJRRjDsv/lHCrs+/jVpo5RX8u4WFtk6nE5O34FZeoTVuPnu/xYJgQVReXo7FixdL+k5JJYE7mMnJSdTX18dkvSblvHN1P6figjFa5HI5MjIysHz5cvi8XvzkT9cju3oK4LSQmd3IMzjB3ICGeZChdcItV0JW7YRrQAnm1UBd5ANTZgJ6QFdSid9d+F2oFIkbUhsJqp5MDBMTE6ivr0dmZia2bdsWcb6HXC4P6TcdD/yLiWKZOSLluNEyMDCA1tbWgOrxUOJSPGOSTCaDXq8X18Mul0us7m5qaprmuZ+oDZ1Exj8vz+Oprr3wMB9y1V/YT9i8brxxqB3nV6xGhdbgN1hWCb3yGOiVxyTsmgT8vdODLaAsFgsAoKWlRcyDgj+bZNMWPdHEoFiI98ZcpHkAc5GjpFMFd6rmUR8e7oHRPIRMhQo+H4NGqQYDYHI58GKvEb9YcULA8zWKGmgUNYGPaTTQaDQz2sVF6/UfDiHnn2nQ9ny3aUu6qmS322GxWMBx3DRbkNkgZeHndrthNBrhcDhmrC4SKi9nK6aazWbU19cDANavXx9zUuLjeRwanUBX3wQsvjboSqeQpRxBdS5D65gZQ54xZFrLoMpUoMvWg4lWBSY+ByC3QJfnAZ/DIzvTCl2GBVa9Eu0DlXBkqOBh2fA55PDIOGQU2qCrsEHns8E3oQA/JcfBg2ro+hlyXZPQ6zRwc8A/dy/FgQMaqAsdkOsyMTqphZ7ZkJk9Ba+Sh90ph9vFwLzA4CEf0MHDocqAK18FtcYDz8Qk7I39GOB1WF+6GDJPLVqaxzE+eBjaTB3WrFiI1evWwelxwzYxiQmzOcDORKVSxeVvEwv+k5+TRfBOnhDYwjE2NgafzzdtWEdRURHa2tpC/s7w8HDI5w8PD4d8vtPpxM9//nPs3Lkz4L768Y9/jPXr1yM3Nxcff/wxfvGLX2BoaAj33nvvjK/zaEBKBQFjDB0dHejt7cWKFSsCPMxjPScQWoSKFz6fDwMDA9BoNBG9C+czLq8bP3vqerSZKmAYywWvkAE8gzyLB6+QQebl4fybEq01C7D+l7048HQxJj7JgCrDB3Ujj5KNRbjrJ1fO+XUHV4O63W6xWqGtrQ1ut1v079br9eLiL5GLOyle/g0NDbj88svx+eefo6CgAFdeeSWuvfbahF1TLHAcB6/Xi5aWFoyOjkbdzZUqAnfwImtwcBAtLS2orq5GbW1tQr4f02VhlwoIQ7zuePUFmA59Co+SYapTB58XUCh5WB0K2F1q1OaMoHm4GAsLRsDXWODOV8PZq4WLl0OeyeOG7afjpOrlSX0tM3lPAiRwS0UQSHp7e9HR0YHa2lpUV1fPeL/K5XI4nc6EXJMgRAsbfvGyKIilSInneXHI5vr168XvQOF4cxmD1Go1SkpKUFJSMk1E6ejogFqtRl5eniikxKNoJBH2j0OuBnTa3sWUbwgubylGnCpkygMFn0y5Ema3Ay0Th1GhNYjvc7IKiYItoAYHBzEwMAC1Wi36d2u12gABK16Dtk0mE6688kr885//hEwmw9e+9jXcf//9EeOb0+nEf//3f+PPf/4zXC4XduzYgYcfflhcwxmNRtx55534z3/+g7GxMVRVVeEHP/gBrrrqqllfbywwxtDT04ODBw9KjkGxEM98SRDjs7KyQm7gx7PrPxzpJHCnCh7eiS7Hexhw7AGDD++PVoJnDCqZDA4AHDhwHKCUyfD5+EDUxw9lFxer1384hM9wpHhIMwCSLHAPDw+jsbERGRkZyM/Pj2tCOpOQJAjNBoMBdXV1MyYDs/WxZYyhr68P7e3tWLx4MVpbW6M6jtvnhWXKBqvHCpN7Env27ENPcx/6Djsw9pEOXKYMOQsZFpR7sRx9KHDIIVfVgJNlgnmsGOuxY1INZJUxHGIGtNuLoHY7UWk4DBXnQYZqCk6zFm6ZGijywQ45fE4VnE0qsEkZeCaDgnkgV/kwoeTRPJqB9n1KTPmq0d2vhUY3AbXOg0mXFkzBw+5QQ+6RwWFSwmHn4c1kYBo57O5M8IUZkC3wQV1oBXgv7F1A7y453N1uHF7aBtlUI4pVVtRWWyBTTKHbpETj50vA2AowewFqDflYt3wtFKojX/7Dw8Ow2+346KOPxGqGeOySScF/KEEyYIxNq2hKtv+kx+PB+eefD8YYHnnkkYCf+VeBr169GiqVCt///vdxxx13xH23PhWZyaLE5XLBaDTC5XJhy5YtcUmQv7ArSkyy5XA4sH//fvh8Pni9XnFQkrDYind7Vqwks9Pjn3s/xNsf/w1tjho4PUr4JhUAB4ABecVmDFfmQHfQCrmbof+uLJi+lYHKCyeQ57LBMq7DpsJj8Z0zz0vKtQejUqlQVFSEoqIiMMbgcDhEwfvll1/GHXfcAZlMhscffxynnHIKFi1alJD3PZKX/+TkJE499VScfPLJePTRR9HY2IiLL74YBoMBl112WdyvJVYmJyexb98+qFQqbNu2DRkZ0bVby2SyhFkFSCE4tvgLQmvXrkVBQUHCzksLO+n0jh7G3R+9igVqO1SMIUPD4LHK4JMrwErkeOdf5dh5fjuytRNwdivROVSCggIz5DIfMqunUCrLxK+WfU0cfpfMeC61gnu+L+6k4PV6sW/fPkxNTWHjxo3iXJeZSOTGGsdxsFgsGB8fn5V9YzDRVlQ6nU7U19eD5/mQA+7mIgaFO34oEUX4Du7s7ITD4YBer0dubi7y8vJiHhod79fXaX8P+yaehY+5IePkmHIPw8NWAnwm1PIv1iy+/4sxWsWRNVwqFBL5wxhDRkYGamtrUVtbKw4LNZvNMBqNuOCCC8DzPF588UWo1Wps3rw55g6mb33rWxgaGsKuXbvg8Xhw0UUX4bLLLsMLL7wQ9neuvvpqvPr/2Xvz8Lru6tz/s8czjxotWbJlW57jDHYcywkQSCAh0DYllzLeMv1I20u4TA9lpgyXy03LTKHpQAcupLRAm1ugDaQJECBOSGzJoyzbmufhzPMef3+45yDJGo6ko8Hg93ny5PHROXt/dbT32mu933e96wc/4Nvf/jaBQIAHHniAV7ziFfziF78A4Pjx49TW1vKNb3yDpqYmnnrqKe6//34kSeKBBx5Y1jqXC03TaG9vX3IMWg4qQTpP9wdfiIy/RnD/ChtljYZd4GexzzGhdcJ/LSmmZzDsBixrJl9k2jZuaeVdanN5/Rdj9XSv/+J7yonVxaHhiw2ZvKbgXifYts3o6Cj79+8nHo9XPBDMRyRN3ylsbW1ly5YtZV0A5QxTmg+maXL27FkikUgpgHd1dZV102cNjacHu/l5bxeDsUnI6wjZKB7fKN4DGfYXdCJJL33pahzePPFsgV8knTRNGcgD4wg1NcR0mDIVlFAeBQMdmbArQW3jFNXVKRTFwm+naRInyScUsrJCIeNkajhEZNiHkLJQR9LIZp7QLg2ppYAQyGEpEnrCjeyWKJguClNO1GAeb1MSHBYCNlK1hZI2sRI5CgEnbtlGFC0iuoPspANJlJFDJvLePLGzBYzeODfcMMmO54koapbhYZHBbhg6NYSiTkDQwyVvDWfO76CldRuKGMfKpnBIl9tvp9uZFNvoi7tkq7H7v5zrodLnh5mtKoupl6qrq5EkifHx8Rmvj4+Pz+uNXV9fX9b7i+R2f38/TzzxxKKeq7fccguGYdDX18euXbsWfG+lsR6Bf6GNt2g0ysmTJwmFQiueQTAdq2lREovFaG9vp6amhtbWy1Psc7kckUhkho9+kewOh8O/MXY0AH//k+/zyIWTJHBzU72A1qmgOjUcdXlySS8IAtFnGvEdjpC2PbgHskiGTe7/qpyq3cwffeyF3HBwK5OTk+v9q8wJQRBwu9243W4aGxvZs2cPPp+PD33oQ/zrv/4r73nPe+jo6GD37t0VP/dCXv7f/OY30TSNv/3bv0VVVfbt20dHRwef+9znNhTBXYyhyxkwDZfnl0z3q11rFJNsy7JmzAtoa2tbVQ/kq6Ww2wj4nXf+bzhgkrVFPJgYNmSyMnqVjKKbaFMCBHSeeK6J228e5MWbLpAwehjOhlBklfcd/mPymctF2cDAAIIgXDGAdi1RziyJTCZDIBBYoxVdvSgW3wcOHFgSAbdaHtzZbJb+/n50XefWW2+taAxZCuFUFEBVVVWxb9++Oa+3jRSDJEmiurq65Fdc9I8uqgaBGeKfpWykVipP1q0cp1PfxsLAKQYRBAHVYbPFm6Q7KeGWXMiihGXbpPQCNU4PN1ddtgzdCFaQ0zE7Bk0fFrpr1y6eeuop2traGBkZ4RWveAWf+tSnZmzGl4vOzk4effRRnn32WQ4dOgTAl7/8Ze655x4+85nPzNndmUgk+NrXvsbDDz/Mi170IgD+7u/+jj179vD0009z5MgR3vzmN8/4zLZt2zh27Bj/8i//suYEdzKZRBRFbr311oramM2FlW7MmaZZ6rab3dExG+vhwZ1Kpeju7sbr9VJVVfUbT3DOxkDuaSa0TlTBgyRevtb2BnXapwySRhbVlkC4LCi1sXnxptaKr2EugVDR639gYABghvXUXPlVuTnQb/om/7oxDYIgcNNNN2FZFul0mlwuV9HjzxXIdF3n9OnTJJNJbr755iu8gRfCctv8s9ks7e3tyLJMW1tbKbGYL/hplsZwaozesQiXzsY4dXqYyVgcqTqJvzmGmE6RHhSZTLnINYTwNOpsbZygyTtCIu8kk3Kgo5DWnIQnMlh9OsqmONu3m2RiDqYiAWxbwqHKJCQbVbZQXDpSwMYTyiOHTApjKg7ZoHnbBIqkM3I+QCGo4Kkv4L7ZIKG5yY4ZOAXQRBnVtkjrMrJgUYi4sFSQN2cRHKDWG7jEPJ5kGmdKpmA40LIyW7Us0RGV/lQIq1ZFqBLI79HwXcww0utl0+48fb31jEQcmKKOcKOFI5Qj4IkwmclyNjNF9NLjVIdyGE6bTN7N5PkBbt352+zb1ISiCKUErzhUKRgMloJGpQL/ehPcs72YioM6F1L+qqrKwYMHefzxx7n33nuBy7/H448/Pm9y09bWxuOPP8473/nO0muPPfYYbW1tpX8Xye2LFy/y4x//eMGHfxEdHR2Iolgxlc5Gx1wbb9M33Xbu3Elzc3NFk5LpJFSlYNs2g4ODdHV1sWvXLjZv3oxhGNi2XRqU1NzcXPJvjkaj9PT0cPbs2Yooi5aLtTzXRDTKI5dOEc2EcDUm0GUJAZBs8OyIkDoTwHQqmJZM7mQ1VYeHSV/nxYyLBOstvvP+DyKKIkNDQxumsFsMsizT2tpKTU0Njz32GPl8fsmq5HKxkJf/sWPHeP7znz+ji+euu+7iwQcfJBaLrapKaCnYuXPnioii1RiatJw1RKNRLly4QF1dHXv27Fl1i6L1IJc2CplVLv73v/w17Y+PUNjlxE7L2EIBRTEQdA2nInDDDZNc+lENGcWP7RAY0XS+9g872borh+o2aWt6Ma+69bcuHyzEjAG00WiU0dFRurq6cDqdpbyqUtYIC6EcBXc2m63ILJ9fdwiCwLZt25Z8bS91WHY5mJiY4PTp0/j9fhwOR8U3yMohnKbnNYvlYhuJ4J6N6f7R0+/ZkZERurq6cLvdM8Q/891PlezWiOo9FKwUqvCr2ksQBO5sjBLXnCQLTkRBwsYmqDr54P4X4pQux5L1rrNmYzGbpG3btqHrOl/96ldpbm5e9jP+2LFjBIPBErkNcOeddyKKIs888wy/+7tXDvk9fvw4uq5z5513ll7bvXs3zc3NHDt2jCNHjsx5rkQisewBritBTU3NkriYlWAl+VImk6GjowNJkjh69Oiiee1aK7iLjgh1dXXE43F6e3uRZXmGuGi1NxAWW+t6Y6xwBtu2SuQ2QKPH4HDtGM9NbCYDaFoOAYGD4UZe2bx/VdczXSC0efNmbNsuxerx8XEuXLiAw+GYkV8pinJtDkmZ2BBSutVod5sdyIp+SV6vl6NHjy7ZvmI5BPfk5CQnT56ksbGRXbt2zXggTm+XM0yDyViEyVyEQXuAc0MD9P4izuRpk1xKAMuiyo4jTEXJTViYbgcFr0w6IZLw+Yk5nSj9NkyqWAVQojpKxiBlZwk6I7hsncDOLK7dBiORMOcuNuFwFkjF3NhSNY3XjyN7dCxTQDdlBAVwQT4lUxNOELdlsvuc6PUKacVBKu3FcsioWQs1KxIOJjCSIrbTxpItTL+AIMs4nQUQwRQkCrpKblJFdpkYCuTyLrxNOnXjUYygipBXsQ0FrSpEzySkfp4jXJvjuuuHCbo0RlM+Tgw2cNF2IFaZuB06F1NhzkRUvP4CoU0JhgY7+Xl7jFbnLlqbmjh04xb27q0vkb7FtpCenh5kWa6Incl6J17FVpXpD49ydu7e/e5384Y3vIFDhw5x+PBhvvCFL5DJZHjTm94EwO///u/T2NjIpz/9aQDe8Y538IIXvIDPfvazvOxlL+Nb3/oWzz33HH/1V38FXCa3/9t/+2+cOHGC73//+5imWfLnLn6/x44d45lnnuGFL3whPp+PY8eO8a53vYvXv/71G4ZwWm3Mjksr2XRbCiqpJrAsi3PnzjExMcHBgwdLbetzYbp/c2trK/l8nkgkUuq0EEVxxn24mjY1a1WMvuqTf0as34F/7xQJqRZJNLEMibArjSDYWKZI/2QLDS8ZIvqfjZiSgi1KxDuaUBwF/uHzb6Sq6leFRtE/92rB9Na41VJ3LublPzY2RktLy4zPFP0nx8bGfm3izXp7cBeHW3d2drJ37955h3RXGtO7Uq6me2MtMDA1xv/4278m2KdRMJ1UebJMpnzoqoLDY+EtmJionHiymt0vSJD9qYrsNzEsAXmLhGaF+fTvfXzOvGb6ANqWlhYMwyhtYE63RgiFQqUNzErnR+V4cC82h+QaVoZKxh3Lsrh06VJp5ogoivT09FTk2NOxmEXJdHVmOVYJq01wVyquzb5ni3YaxRb54gyNIhE2XfxTyfgqCjIgYDPzOwuoOq/dcRG39f8xVVCpcri4vXYbYcevNjhWwwt8JViMYMpkMgCl+Lfc+nJsbOwK8U+xdp1v/tHY2Biqql5RSyw0M+mpp57in/7pn/jBD36wrHWuBGv5/F7uxtz4+DinT5+ek8uZD2s1CNuyLC5cuMDAwAAHDhwo/d1t2y49m/v6+jh37hw+n690n/v9/jX77jfKRqCAwGVvyJm4pXac6wMhLl5qpb55MweC9Ryt2YIiru0sKUEQ8Pv9+P1+tm7dOkMg1tvby5kzZ/D5fLhcLmzbXpB/uqbgXmeCu3hzrUa7WzGQWZbF0NAQXV1dbNu2jW3bti3rpi6SiOUER9u26e7upre3d94hccXdvQvDZ/nP//xPBs+OkcnmEMNuMrkQk8MSKZ9Eth5MB0xpdVSJDlqfN4rHl6UmaZGYUlG9Ok7LJo6PETVMpuBEQiUgZwk2Rch7ZeK2l7GUF6dgUetLUFWdopBXcDgMBBlMRCTbxDYkbFOGgojsAC0n4kBHqbcgCLJhUphwY+dVXKECUp2JnZRJ513Y/xU0hJCJrdhIeQFHyETXJZyCSVZw4HbqSCIILpuILZB1ezBrbPRJB2peQElakJYxq2Aq5yXS56E3FSB4IImrUUOqLZCbdGKMuilEIJ9zIjsMFDuHMyWiFEx6YwX65At0y09zSU2xuz7ETY2HqPIewettoqmpCcuySkFjuul/kWQLBAJlK9A2AsE92wO8HA/uV73qVUxOTvLRj3605Jf66KOPlkigIvlYxNGjR3n44Yf58Ic/zAc/+EFaW1t55JFH2L//8g7n8PAw//Zv/wbADTfcMONcP/7xj7n99ttxOBx861vf4mMf+xiFQoGWlhbe9a53zfDlXkusBzEyPdYlk0na29vxeDzL2nRbCiqVbOXzedrb20s2BEslMJ1O5wxlUTKZJBqNMjQ0RGdnZ+k+rKqqIhAIVPzeWu2/+X2feJBUnw9bkkAVMHURVdGwYyrZMZVwfYLIaBDBlOgvNFN1xwRuS8OIOzl8/Tbe+fK3XXHM9Y4xS8Vyh5u8//3v58EHH1zwPZ2dnezevfs33su/iPUkuIubc5ZlsW/fvjUjt+EawT0f/uBv3s2FXDXbAjnymoqliOimhFvREAtw7FIdbY1j1LhjmHqAvlMuwi0JPGGDbEbh/7vxfbTUbS37fLIsz7BGyOfzpc654eFhLMu6ot12pX+vchXcv+nFXblYDlFbqZpt+syRtrY2vF4vk5OTq6J8XKh+K84REQShLHVm8Xizv7erIRZNt9MotsgXRQe9vb0zPGMr+WypUrbjkWpIm2M4CZa+P83KEFI3c3f1EURh7vt6o23yLxaDstkswLx1WLm5zlrgzJkz/M7v/A5/8id/wkte8pI1Oed6Yan5kmVZXLx4kYGBAa677rp5LfHmwlopuC9cuICu6xw5cgSPx4OmaaXzF+/jHTt2UCgUSvf5bNuiqqqq34i8ucF5IwP5pzHsArJw+fc1bR0EuMm/n22OEM/fdXSdV/krTBeIweXnZSwWY2RkBF3XefLJJ0vOBKFQCK/XW4qT1wjuDaLglmW54kVa8eFz6tQpYrHYon5J5aCcgKXrOqdOnSKTySw6JG4s3c+//tO/MnYqiexSQLLIXIqSyaeJ1DWh1ynoqo0lQ2N4ihfuPEeVM4UgCDjEApJiE4t7iOe9NNbEaMpO0nmqiTF3iFxIIVnnwnbZ6GmFeNYLOcgqKt6mNFLOgZK1kT06igWqJCGIJoYJtqQg2jYejwBpiYJXAg2MggPVA1Vbk0iKiWZLSA4Dr5zDUysgmSYZD8QyHmRJQBIUkEHI2yCKoNoIhsiEQyUmOZFti9ykk0JeJeew8OYNnA4QLBtBsFGcBla9xYTDg6Q58MsF3M4CKadKxqsgSAZbt0wSdmXIWRI5RaLWnkKfUiED2XyB7sIAuYlx9hm9iNLdKFIV9S7fFab/RQ+kzs7O0pC8cuxM1pt8mp1omaZZ9pDJBx54YF5Lkp/85CdXvPbKV76SV77ylXO+f+vWrYsWSTfddBNPP/30outaS6x1m2lxKNzg4CDnz59f0abbUs+70mSrHF/KpRBOoigSDAYJBoNs27atdB9Go1HOnj2LaZolcqSqqmrNvV7LxdDEOB/8/p+TrIfsYA22KCKYJoJhIQoWliUiSTbHQ/XcZvQxtKuGwf5aLEPCMPy4xAR/+aGPz3v89Y4xS0U6nV5Wa9x73vMe3vjGNy74nm3bts35+mwv//lmBgBLKlJWGyu979eL4E6lUrS3t+N2u3E6nWt+b24ksmMj4Jkzx/nRLz5Pv3M3rlHwbtXJGk4cps6k5kHxGZhJkYLX5vh4HTc0gbMAimiTGXXizW/jU6/6nyteh9PppKGhgYaGBmzbJp1OE41GmZyc5NKlS6iqOoPwXk7LtGVZi9qgXGvPXV1UIu4UZ46Ew+EZM0dWixiab5M/EonQ0dFBfX09e/bsWdKzdr2GTFYK01vki+KfRCJR6rBLp9OoqoplWSXxz3JzEVGQORR4A0/FvkLeimNjIyDgEP0c8r9hXnIbNl4OZJrmgoKUTCaDqqrzxrdyc536+nomJiZmvG4YBtFodMF5SZqmEY/HZ6i455qZdO7cOe644w7uv/9+PvzhDy+4nl8HLCW2FDffNE0rbb4tBavtwZ1Op8nn8yiKQltbG4qiLBgvHA7HjGdzMpkkEokwMjLC+fPnV31m2UbI2ZqchxlyHmco/0s06/ImlCAI1Kn72CwfJSl2rfMKF4bD4Sjdw5ZlsWfPnhJ31dvbW9rUmJiYYGhoqKI50NatW+nv75/x2qc//Wne//73l/596tQp3va2t/Hss89SU1PD29/+dv74j/94xme+/e1v85GPfIS+vj5aW1t58MEHueeeeyq2zunYEAT3ahRpRU/vfD7P0aNHK7I7tZh/UyqV4sSJE3i93lLAmY50rsBzXf10jPVyMdGNFcuRniqwKVyFIdqYtowUzlOIahgBE0wV2TKpE5JsFhKMDNQQd/lwegts2TyB7DBwCDpizKIgyHjIs7NphOhZL0KNSd6p4EhYZHQ/aNC8ZYyqujR2QQQ9x/bABAFHBtlpIcgyMdtFnCAyQQpWiiojQ1CyaNw9RiStMDoSphAwUV0GekbFFgWqlDiNVRHUOgEhpWJ6CiT1DJFCGEEBSQCh4EASQEFEc0ikRAdqysbIOxBFAVdYwzQECtUKUlTE681h6SLUWOQbIIuKrEmggOkU8dalCQQKuGN5lAmDnoyDIbsOrcqBEtDxNhRwRWyMzmpaHClOFSxGtFO45DHS5g3UOLfxgrod1Lku3/yqqlJfX099/WU7k2w2WyLaFrMzWe/EazbBXWyNu1bcbUwIglDqHqjEpttSzruSYqlIyC9lMO9SMfs+LJIjExMTXLx4EafTWWqvCwaDS/Z6XY1i8dLIIO976m/I75GpjkfJmfUggiBAbsyBd0eWRNILGIgZNz+V9hCejLDPcQnLrfJ7L/l9bt15YNF1b6TibjFkMpll+afW1NRQU1OzrHPO9vJva2vjQx/6ELqul57Djz32GLt27fq1sSeB1fHCXQwjIyOcPXuWrVu3smPHDn7xi1+s+RqK8We9n7/rDcMwedNDX+Z5jmNckJvBlsAGLS8hSCC6JcSEjVfSSXslvEkRTbH5xUQNaAKqZPH/3v4BlFXwzRYEAZ/Ph8/nY8uWLTPabfv7+zl79iw+n29G51w5f8vFyCW4RnCvNlYSd2zbpre3l+7ubnbt2kVTU9OMfGI1Ce7px7Vtm/7+fi5evMju3btpampa8vE2Sut9pSCKIqFQiFAoxPbt2zl9+jSCIFAoFK4QHSynI6PecR0vrv44fbmfkzEm8cq1bHXdhldeeAbPRovziw15m27TNhfKzXXa2tqIx+McP36cgwcPAvDEE09gWRa33HLLnJ85ePAgiqLw+OOPc9999wHQ1dXFwMDAjJlJZ8+e5UUvehFveMMb+NSnPrXoWn4dUC7XVBTzzN58WwpWU8E9MTHBqVOnkGWZHTt2LHmjWBCEkm1R0S9++swy0zQJBoOlemul8xA2SpwUBYm24B8xlD/ESL4DG4t6x36aXUdIJbIbgoQvB8X4U5x3VdycLHZE//3f/z2PPPIIgUAAp9PJb/3Wb3HXXXet+Lyf+MQnZgzLnS7gTSaTvOQlL+HOO+/koYce4vTp07z5zW8mGAxy//33A5etkF7zmtfw6U9/mpe//OU8/PDD3HvvvZw4caLkBlBJbAiLElmWK2pRUizA4HL7cqVaLxYKWMVztrS0sH379hk3SsEw+H9PneVHzz1DQp8kZqrETQdOn8XmPQZ5axR5UiXR48PM+ElVGdRW5wj7E9g2jMT9XBrajEcq4PHlCIWT+Hx5agIxXJKBoNmoPhPDlggEMvjUHAW3BLqILYgYhkRVMI5PyJIeUEBQ2dc4RrUzjaAIOBQZr2JSLULCG2Qsb+LQdXbaOcS8gzwyqCkyWwr8Iu1lQveCE3xqjuuqxpEpYCKRt1zY2Tq2NidpFNzEs16CjgECVVOYmQJJxU1PsgpJ82EWRKjWUd0WtiWiijZSTQ7rkgsrpSCJFkadQF6WESxwiCayYJM3bGoiBRgV0TQXWU1CjKs0ZPJEL4gYDQpavUh+q4EYtTngHOD6ukH8jjyWIBPXT3Emuo3P9u7ngGMn+xuaObClCXHa0JPZQaOoaJjLzsQwjA1FcBdb437TW1M2IjKZDP39/ZimyW233bZqw/fmwnKTLcuyOH/+PKOjo2tOyE8nR4per5FIhIsXL5LP50tdFkuZFl6pBGZ0cpIv/PBrTE6lyB++TLYYosh0e0l9Moy/dhTbJ5DOuNENGUm00Nw+tjddxwMv/b2yzrXR2nMXQ7kdJMtFOV7+r33ta/n4xz/OW97yFt73vvdx5swZvvjFL/L5z39+1da1HlhLBff0WHDDDTeUCvS1aMWdjV/XwbRLwZ/+y7/z01+eoV6dpGZ3DjsrIAgWpi0wmAhQ25DCHlIJDkPCcEBQJBxIkUHGaVq85daX8vKDN6/Zeme3287u2Cl3EPhi9gBFkcJC3ZPX8Css5/perkXJ9Jkjhw8fJhAIzHns1Yhp0xWVpmly5swZotHoimafXI0WJUtB0RO2ubn5io6MixcvzhiAFg6HyyICfXId1/nuW9I6Ntom/2JzACplD7Bnzx7uvvtu3vrWt/LQQw+h6zoPPPAAr371q0vWp8PDw9xxxx18/etfL91Tb3nLW3j3u99d8lp++9vfTltbW2nA5JkzZ3jRi17EXXfdxbvf/e6SN7ckScsWGSwXa+3BvVBssW2bvr4+Ll26NOfm21KwGhtgtm3T09NDT08P+/fvp7u7+4r3LEfMpCgKdXV11NXVlWaWRSKR0n1eHCRdVVW1LHHRRoIoSDS7jtDsmjls1bYzGyrGLIS5cqDpHdH/8A//wJvf/Gbg8vXw6KOPVoTg9vl883aOfPOb30TTNP72b/8WVVXZt28fHR0dfO5znysR3F/84he5++67ee973wvAJz/5SR577DH+/M//nIceemjF65uNDXGVViqhMU2Tzs5OxsfHueGGG0pesZXCXIXcfEUfgGYYnBrq4rGzvySR6GD3lighr4YtKfRnPbgCcZyBAgnTycRECL1KJX3OQzhn05SI0+BPUrs1Tcp2cKy/iXhMRS/IGLrM8FA1IU8aWdURZBEz78DpLqC7ZWxbwS4IyA4F0TIQsgbKeIbkSYlcRsXjMCkctLEPBdlbm8cnmeimSN5MkkuPErIOcTBg4pQNLCGIQ/ExVhBxuAe5PhXnyalNKJLE4ZohGrwxCrqCohg4gnEku4qcdycJPctmxxQuIYotOFEkF4YcxxODwYEa0n4FV0DAyom4HFmCwSSqUsCuEch0e7CGPaRcIpJtY4mgOCywRHxRC3tKRijkUVSb+GQQLe/E68/itxLkFA/iiEwmIeOpi7HVP4wi6Zw9V8twZ4DhMT9WrkBry89xNT3BSMTFZPd1PO/Ia3B6rnywz1Y0aJpWGtDS2dmJpmnIsszAwMCidiargbkU3Kqq/kb4aV1NGBsb48yZMwSDQQzDWFNyG5bXLlcoFOjo6MAwDNra2la8i78SzPZ6nd5l0dfXV/KNLCoO5lI0VOpZ8D/+7gPEhgLkE07kg3kQAcMm5g5guwzQpP+aSWCTOLMJR22U2oY0lioiW/D5332AhpryNwoWUwttNKy2erIcL/9AIMCPfvQj3va2t3Hw4EGqq6v56Ec/Wkq0NgquFouSfD5PR0cHlmVdEQtWuxV3LkxXcP+mYSjezVv//tvQqSC1CghdNtJ+EAQLwbLQNjmQhiz0OhmnrmONSVSPZ9FHRXK2TMgj8PXPfXS9f40rOnbmGwReVIwWc5pyPLivDZlcXUiStOiQq9lIJBJ0dHTg9XoXnDmy2hYl2WyW9vZ2ZFleUXfvaiu4NwJZPv33W6gjo6enh7Nnz+L3+0tkdyWH2G20Tf5yhkxWqhb85je/yQMPPMAdd9yBKIrcd999fOlLXyr9XNd1urq6SuImgM9//vOl9xYKBe666y6++tWvln7+ne98h8nJSb7xjW/wjW98o/T6li1b6OvrW/Gal4q1sopcKLYYhsHp06dJJBIr2vQq51zLQXF9yWSSW265Bb/fT29vb8W/N0EQ8Hq9eL3eGeKiaDRaEhdNH0o73fd5seNuZGy0LpGFUE4OZBgGN998Mx/84Acrdt7/83/+D5/85Cdpbm7mta99Le9617tKmx3Hjh3j+c9//ozn+l133cWDDz5ILBYjFApx7NixK2au3XXXXTzyyCMVW+N0bAiCuxIK7mLSIooiR48exeVyVbz4mx2wikWfaZozij7btmmf7OY7Z37KQHyc7HgSdxT6ozUk8yruZpubbhlF94n0pKuZ6gmTHPdiT4lIMchLCsMJH0lVYsB207g9SV1tkoF8I4KUQ3Hp2NblgZC2BZLTg2qBV84R0WuQA824cjFqqk1kVSV3Ng5JGbXRxlXtI1AokO5y03JTnCpHAVEKExKCWPYoNU6NybibyYmL9A14yKRFQqEo27ZLNFY1IdJLVzaLxwaPmCCZdyGpLjyqD4dtI0rDCJZCfCpOwcrgqPZT66mnxrcFghIN4ZPoXg8/7BPxKFBTM4XTOUROF8kmXSAbVDUl0V0Q13zITg0cIEgitq3izGgoQoG8KDEu+YjW+xAUi6ziwj1mIQ2pkBfwFCxyQZVjqRaCdSlyaZnJVIhCUCVwIEXKB70+BZcmIyW6GP7J19i/7z5a65oIuOYnH1VVnbHT2dPTw9TUFLFYbFE7k9XA7EC3WGvcNczEaidWlmXR1dXF8PAw1113Xak9d62x1GIskUjQ3t5OKBRi//79G45gLfpGbt68udRlEYlESq3vxUKrqqqqNMkeVp5kveP/fpj4YIBs3IXq0qYLthEEgaobR4k+3YAtqJd9SoDCZDVassAPv/qOZZ3TsqxledWuF5brwV0uyvXyP3DgAD/72c9WbR0bAWtBcEciEU6ePElNTQ179+6dUzny66zg3igwDIP3PfO/yE3myUaqCboMTFVCdFnkTJGQliTpdmG5JHIhmeiUE6nKorE1iZ0AA4s/fcuHCQeC6/2rXIHpRfXszrniAGKPx0M4HCafzy/6979mUbK6KMaAxZSscLkeGhoaKnvmyGrFE0EQyGQyHDt2jIaGBnbt2rViQmOjtN6vFhaaqTK9I6O1tXXGgNnZQ+zC4fCKRB0bjXwql+CuBMLhMA8//PC8P59r/pHT6eQrX/kKX/nKV+b8zMc+9jE+9rGPVWR9VxOK1kqzr+viTBGXy7Xg5ttSIAhCxXKzbDbLiRMnUFWVtra2Getb7Ri0kcRFq4mraWB5uYO2K9nF9j//5//kpptuIhwO89RTT/GBD3yA0dFRPve5zwGXRXwtLS0zPlNXV1f6WSgUYmxsrPTa9PcUO0gqjQ1hUVIs0pZ7gRXVkY2NjTOSlkoXf9N95+YbuGaYJv/ZfYZ//ulTRAcTeOw0+5rH2HwogijaTE54OP7LBv7jiW2I11tU5TXEnEjBLZKucSK5IUQW55YsjmAO3RC4aPtRQiaHPRfxKXlczgKyZeFz6zgkL3vqHaTMLJlsFaQO86JgFWJCwuN2IWweI9AdIdsABUFCNlUExWRLOINcyBPXPej5GhySm2o1i0eBvsIFnjy2jVjSj1M26e+1uHghyeFDl9jRWM1mtZneeA//ObkLUTTZWpXjSJOKbWcZGclz8pcp8rEQgh3AF5TZelMMa49Jg7qLgKuWow0qpxJpgko3NYEYsmRgGk4yqsRUIYjPdGLWZEhFFSxVIBgSiQkaugWCIGHLAuP+ACnRiZAWEG2RjOYm6zDx6xZitoDltclbcK67DjlaTVVVHlUUcGgisd5qopsM8gkJQ1Np9Y2yyXOWY2O9/HJ8B3e2vJKdtVsXvR4EQUBRFDweD/v371/UziQQCFScKJyt7kyn0+uqtL2GXyGXy81QPXo8HiYmJtZlKNxSisbh4WHOnTvHjh072Lp164Z/6E/vsoDLyvNiAnbq1Cls2yYUCqHremnC+FLww46n+NtHf4yRclC9yyCbcKK6NUTJxjuuk212IEo2tmmT3OMiHOgj+sxmSEsggr9R49sffu+yf7+N1p67GDKZzJpZ2fymY6W500KY7pW7kEftenjRzqfg3uixarn491P/zF9OnKHNMcT3Y9cjCSYCOmJBIH+di0vDVdxaP0E060NwgFXlRAuKGFmF85kQB7dU8babXrwhye25MLtzTtf1kro7l8vR1dXF2NhYKbfy+Xylv31RDX6N4C4Py7UogcuF9kKbr4ZhcO7cOaampsq2OCvGk0qSmsWhavF4nP3799PY2LjiY84V92zbrmgs3AjEULnXx+wBs0U/2NHRUbq6unC5XDNsDpZSC200grscD+5r8WfjoXgNmaZZUp7OnilSqRyiUht1U1NTnDx5cs5NubVSvk/HcsVFGx0brUtkIZTT1VvOJtv73/9+HnzwwQXf09nZye7du2corw8cOICqqvzBH/wBn/70pzesY8CGUHAX/1BLbcWero7cv3//Fd4wlVYCFHfk+vr6uHjxIjt37qS5ufm/goxFV7STxy8e4/T5bjL9CoUBD4bh49JQIyP9QcItKerdKW6/dYChXj8ezaRpRxKHaKDlZM6M1/PUYAspt0zYLWLEneREEQ2BQzt6cIsFxsaqiGpO/G4Nl8fCyvtB8NLo307i4m5S7Vm0zASJ+BhbA0PUOJO4W0XSlotcQWAimkGwVKpqTC4lvVzo3EHaDCCIOg2eRm6tzfP9X4LtM9i0pRfTUNGzQbSREN29JlXhajq7AkwZAULeNKKtcGHERy6Xo06Kc+FSiJzoQAp68JOmkFLp+kUIly9OaEuKWNIgb/g4VBMjYugYhgPTdCEJEPAm8PiCXLfjAJHsRW7GJEYMw9YoWAq9OQ+xKgfJvEoeBUfURhMFsEGJc3mtZhZFBdEE1WFhZiDtcBFpdSPXm8i2SSbtxMwoeMYMtshTTE0G6A/XoNRpSPkY57u/zuuvfxUHd7ciSQsH5+kKlsXsTHRdL8tjcimYy4O73Jaha1g9FJOSuro69uzZU/obrcdQOCjPRqAYT0dGRrjxxhtLO/ZXGxwOB5s2bWLTpk3Ytk0qlSISiRCJRDh//jyDg4MzpoUv9Mz57rFH+e4TJ8hN+rBtsG0BEBCly0llXjeRxgSsBgFkGwGbVLMfZVOKI/EGPvxbb5332OXiakq8YPU9uK/hV1hu7rQYprfrzueVW8RGUnAXi73VuF/Wg2wai07wp0/+b8ZCToKKhdO20C0JycpjjMnYqkgi7KFvKoTHrfHbwUtcSHm5JNZiIVGj5Pjs277C2bNnr6oYMhuKolBbW0ttbS2xWIwtW7ZgWRaxWIyBgQEEQSAUCuH3+4nFYti2vSoxKBqN8va3v53vfe97JQuAL37xi/OeKxqN8id/8if86Ec/YmBggJqaGu69914++clPLnhPbXSIorioQjGdTtPR0YGiKBw9erRsBe/0mFYJcqQYy1KpFDU1NRUht4vYCAT0amK5G6fTh9i1tLRgGAaxWIxIJEJXVxeFQmFGLbRYzbLR1JWLdS5ks9lrQqMlYK2I2umxxbIsOjs7GRsbu8JethJY6cb/dD/wvXv3zhm31oPgno75xEWRSIShoSHgcgdC0dJqI2OjbaIthMU2lqG8Tbb3vOc9vPGNb1zwPdu2bZvz9VtuuQXDMOjr62PXrl3U19czPj4+4z3Ffxe52fneM5+v90qxIQju4k6aYRhlF2m5XI6TJ0+W7EHm2qlYDYuS/v5+8vk8hw4dKt3UAGejT/F47xNMJWMooo6zwUXCozKRdzOiOHA4fTy/OkNLQ5JmTwxpv0m0oDJpuTBlETcabU19FEyFjuwmYmk3PjFJQZQIqFm8cp5EykXqoh9jzE1OVhi9UaN2+yRh5Qi1+Rs59bN2VFli054GJPU81Vvi/PDYZiZSHhSXjKIWUG3w6tUMTubpFkVkxUWdO42FQn+qnkujCXZu7mJLOIGIBYJFRlcZUjYRG6niYupGZL/MQZ9MQT+NXnDhIUM2EyfvT7ClxURVRXL5CfoG6gnIOsaYQs95hd6pDONRD3nDxpTdBKr2UNN4AVEoYKOQS4KlpThvtiO6Rtmk+tkiNTOpZclbU+zzpojs2MWz6SxGxsJusLEkHVsC8iLCEDAqY6OjBiwUxSLT4CC9Q8J2WTS6E2z3xtAdKsMDdYz3BxmV6jHqdDxqGu0XKozKpDX4ys9/wL23HuWFL72OYHj+XbCF1JWz7Uymt/b09vaWWnuKPpPL2QWby4P7mvdk+VgN1eOlS5fo6+tjz549bN68ecbPRVFcNwX3QgmGpml0dHSgadqy/LY3UvExHcUhSX6/n4mJiVILVZHsLm46TZ8WLggCZ3q7+cvv/YiIPUEmEkSULCTFQnSYCKKNaYhIsoWRDhPqiWFHZKKNKrYMnqTBHruaD//eysltuLoSL7gcg64NeCsPlfDghvJaFsvFUtt115Pgnn7e4jO2eA9f7fjE5z7Pc02TvCAQ56zWSrMSxRZsfHIBTbPIVrvxGWn0iw4mtleRM504f56ltjZLraLxwbf/H4L+y/fh1dYFshAsy8LtdhMMBksqslQqRTQa5emnn+YP/uAPAPjoRz/KPffcw5133lmxnOh1r3sdo6OjPPbYY+i6zpve9Cbuv//+eS0ERkZGGBkZ4TOf+Qx79+6lv7+fP/zDP2RkZITvfOc7FVnTemGh+mp0dJQzZ87Q3NxMa2vrkq694nsrEVMymQzt7e04HA6ampooFAorPmYR69G5stao1O8nyzI1NTXU1NRg2za5XG5Om4P5rB03Wg5UjkXJtU3+jYfiNZTJZDh//jy2ba/afKGV5EXFIbixWGxBgcF6E9yzMVtcVOziGBsbI5fL8cwzz5RqrWAwuKHu6Y22ibYQTNNccMO42MW2WN5TjMnLQUdHB6IoUltbC0BbWxsf+tCH0HW9RL4/9thj7Nq1q8SVtrW18fjjj/POd76zdJzHHnuMtra2Za1hMWwIi5Jy1ADTMTk5yalTp65QR85GJQnuTCZDMpnE4XDMGEwylRzhsZ9/l/OdZ8ikBLKmkxG9mqkaF4UaKBhgmwJ+r8YmV4zIiErMVcfeLUMEw2mkgk7UcKGoFugS+6tHOTtUi2mKODFQZBmfV8PMK4z/tI5cbwCnS6Vgmlx6PECyW2T7y1uID9lk4lma9tRjigU2bRrhVO8mRvIBsmGTpCKjpWyEviye7kGcDhW1TeHwXQ4EJYyAA6eYZdKYYlMwQTQVRBRVsE1czhSb6iYYjG5nPBvAJRdwqY2IUhxFHScgZ7DtKXJpJ3pcQXLY+L0FtjSN0N3VQlBOc2bYg0uXaQo3oshuRtIxpkZDONmJIg4zfEImP2hgGwKqN0fogIx8RMHnldnj24puN5Ez+wmHmzA0DwNdHTg0A7engKjo5N0iGZcDe1BFyMmImMQbVGKtDgynQI07Q1Z20K+HqHNnueHmHobCVYzpXjbXT+HLZJl0hRi0azGcMo5tkzxd+GdGf/Jj/vtLX4vPtWXO66LcxEsQBDweDx6P5wqPyZXYmcxWElwbrrR+0DSNkydPksvlOHLkyJwk30ZUcCeTSU6cOEEgEOCmm25a9oTsjZ4c2LZd8o2sra0tEWJFdXd3dzeanudrTz1Dpr8KyxSpvl7AMkUUp375GAWLQE2K2JgfSzERJYvURB2MQ5MZ5aE/+sSqrHsjJYKLIZPJXFMvLQErKVKmt9xWAstp110Pghtmxhtd1zl58iRTU1MoilIqoqqqqq4q/3qA9q6f8pUvPgYtMep9HiwV0GyytoLhtrmldphHM9vw9SdJp324k1ksUyLmCCBW+3nlS1/CXbfcMOOYV1sXyEKYTS6JojhDLdra2soLX/hCFEXhfe97H9/61re44YYbVnzezs5OHn30UZ599lkOHToEwJe//GXuuecePvOZz9DQ0HDFZ/bv3893v/vd0r+3b9/Opz71KV7/+tdjGMayn7WVxHKvi7nqq+ldtQcOHLjCb7McVIrgnpiY4NSpUzQ1NdHa2kpfXx/5fH5Fx5yN1R4yud7k1WqQPoIgzGlzMFctVFVVRSAQuOoI7msWJRsTgiAgCALHjx9n06ZN7NmzZ9Wuq+UO387lcrS3tyNJEm1tbQsK3zZCjJgP07s4nE4nw8PDNDc3E4lESh3txQHSVVVVuFyudc1RNlqMWQhr7cF97NgxnnnmGV74whfi8/k4duwY73rXu3j9619fIq9f+9rX8vGPf5y3vOUtvO997+PMmTN88Ytf5POf/3zpOO94xzt4wQtewGc/+1le9rKX8a1vfYvnnnuOv/qrv6rIOmdj/bOr/4Isy4sWadPVkfO1bExHpdSSxURJVVWam5tLASeZG+c7/+/PufCLBLmUDIKNZRYIumKMV6uIhoRsWni1At5une89fQApb+DVs5zaVs0L7+lmc22SSEEibyl4HTl8ahZ5QMedzGOKMtXbBaz6erJDJoVBF1VNDrJZHYZ1UtEs4ydNAmYfe6/fxYjf4KIzSk7KU5PbRCztYyqoUHA4kOMG2SkTo95F1ulm07CJfTzPmN+m8fkaoGFaLrYE4uQMP5om43DogEAm58brSrCp0YMj6GdkZAxBUHBI+5HFWhTlR6TyCoIZQsRAlnWyeRm/P47kLDCccpNzBtjibMEjb8KWs/i9GpY4QVJLQsEgKUmknT5qXHmkjEzk5358bgn3oUmqlCCqKGPaHuL6IKo3QFNtDIesIygihgEuK4/HzpNu9WGdEEm7JdL1EshQ48zgdWpkTQlPVCYZ8RAr+JG8OjmXyH9O7MGQRMQGG2dYZ0fjODW1cQRBYFxI809dn+G/7Xk1QcetV1wbyw2Kc3lMFhUNxeA/fVLxfHYmpmnOeABeU3CvD2KxGCdPniQQCNDW1jYvqbLRFNxFQquc4U+/Dpj++03fdGpubiafK/Cmv/gk6Z5N2AiItoEgzkxQx8/UUX/DBLUendhgEMuQcLg1vJuS/MUffHJV1nw1JV5wubi7puBeGwiCUJGN/OnE1PXXX19SZZSD9SS4i0qVEydO4HQ6OXr0aEkdODAwQGdnJz6frzQMbbpX81LOsxZIp7P8+T+/D0XLoQgBooaTEDaiaeNyFsiaKoPZINu9kzy/SeYXUhPycB4NEcEW2d1UxV/d/8Y5j301qZMWw2J2PLIs4/V6+fKXv1zR3/nYsWMEg8ESuQ1w5513IooizzzzDL/7u79b1nESiQR+v39DkNsrwey4U5w5Yts2R48eXfYmpyAIK8qTpteJ+/fvZ9OmTcDqWFb+JmC1f8+5rB2LtdDZs2dLNY4kSaXN8/X87ov+8Gs1ZPIaKgPbtunu7sa27dIG/mpiOfEmGo3S3t5OfX19WeT7Ria4Z0OSpJLNWDFvi0ajTE1NcenSJRwOR4nvCIVCa/58vJqEROUQ3JWMQQ6Hg29961t87GMfo1Ao0NLSwrve9a4ZvtyBQIAf/ehHvO1tb+PgwYNUV1fz0Y9+lPvvv7/0nqNHj/Lwww/z4Q9/mA9+8IO0trbyyCOPsH///oqsczY2TIYlSRKGYcz780KhwMmTJykUCvOqI+c65koSmumJ0r59+5iYmJgRTI6ff5yzP0tiJJw4wnl0RSJfkLDiUNOfYnhPNbohkTIlEi4vUr2JO1XAyin0nhMwDInXvPEkDtEibziR7Rw9Pw/gfdom5FExHAr2pIQ1BgNSEASbfDZFrN3AzNo4XAKFlMjxf+9iNKvRVaejGlm8gsKw5mHQ78DKi2wDEjEdv2wj2BaxWj9Ov4rWF2XyjJPqm/egeFUk1YloHcelKJg5N4VcAUQLwxII+fJct3sHoquaM+OTTKYzVHncCNSjWw4EXHicLnIFDSMvIqoGlg0iEAptQvaGMQsyg4MDKE4DadMw7kAKLasiWyZN+yZJ1PmJnW9hW41JzJhi8qSE0mQRDBZoDDoZyY+RtBQMaZTmunEs0yKZ9ZPJ+xBQcThzqNtzJE64SYYUbERk00B1mJiCQP1QAaPXTUIXMUyBZMqBnhDxY6C7RXINMrktCr1CkOp4Ci8GOUHmrEfB0fcj7m5upsY1c9CWZVkVCcSKoixqZ1Lc7QyHwyVSez4P7msoDytNlG3bpr+/n4sXL9La2sqWLVsWPOZ8U7xXG7OTLdu2uXDhAoODg6viP3c14R+feJR/+rd2nIUktsOPjYgoGQgIWLKNpJgYBQnZcfleG+uox1U7Re2+EWxbYl/tXh64+49XbX1Xm/oym81eK+7WECsluPP5PB0dHZimuSxiaj0J7mg0yoULF2hsbKS1tRVd13E4HCWyZLon5ODgIIIglBRDc7XCrxc+8NA/kI50sOvmCH0/asblSkLGwajq5RazwG7XBCeizYyoPgxRpKl2nNf4I2S2qRiixLuOfIyAZ/6ZCVdT8bYQ1pNcGhsbu2LjR5ZlwuEwY2NjZR1jamqKT37ykzOKvqsV0+NOuV215WK5MUXXdU6dOkUmk7miTlyuonI+zHW88fFxUqkU1dXVy9pM22hYD/JMVVXq6+upr68vEWGXLl0inU7z7LPPoqrqDGvHte7QKf7NF7rGs9nssroXflOx2veJpmmcOnWKbDZb6vBabSzFwsi2bQYGBrhw4cKCA71n42ohuGevURAEvF4vXq+X5uZmTNMszSvr7u4ml8sRCARKudpazBW7muqsxURPlR60fdNNN/H0008v+r4DBw7ws5/9bMH3vPKVr+SVr3xlRda1GDYUwT1fkRaNRjl58iShUGhJLfQrKfymB8RiojQ1NVUip5641MnXftZJ7noXtiRg9Hjw9+ZxNijkq1RyeS9mUkTJCwimgOUC3SuTcQpIsQwpj5+BKYve8Wp2NWXJKnnGL7mZPFfHkQO7qa91MxqZYLArSurHOqq3DlvUMQI5Yk43VoMHSVSxPAUCgsi5X/bg2x9E9AhYDhtFlsFvkXdICJqFpRsobjBMJ7Io4Qy6UINe4mMJElEZp8PDeCZDi6uVZtdpRKEKS/eQ03Rczhg1oUa2N96IIAR50Y6tHOsfojcSQxCgpXoL9YEI4xMm/pALo+CioCcxTCe1jlae/9IX8599g3gcKpscCjnxFEmxQGwygGQZGFkRyRQJVedIh3LkskFyDg99UZWhn8l0uw2C4TFqduo0VzUQUhQmCgkE0yDgymJpDgoFF5btonmbh02/s4MfDPYTy+mIioglCHjTJsaAC91ho3sECkMS9sjlYXGi30RMiqhJi3BVisO7utnhmUBRDSZNN/3pMD8bV7kQO8bzGnTu2LwVaVobZaULx4XsTIaGhujs7MTr9RIKhcjlcvj9/tJnr7XGrR2Kw4vi8fgVnvzzYbWGwi2G6YlQ0Uoln8/PO7/g1xFzJYJv+OTH6U2E0YNBdnsjpLpkbAGKaY6R0Ag1x4j1h9HzCtiAAHq8igMtjdx5w81UVVWtqsr6alJwFxOrawru8rHSImUleU40GqWjo4Pq6mr27du3rJi0HgS3bdvYtk1nZyf79u2jsbFxzu9wuidk0au5SHafO3duhrrb7/eveYHzi+Gf8H8e/gXO4ya33ZtEFmw0TSaXdRPemmLccnEhX8PmZAwjNMS55Cb6TZUxw4cimvz21hfyutYXL3qeq6l4WwjF63yheLhUgvv9738/Dz744ILv6ezsLPt48yGZTPKyl72MvXv38rGPfWzFx6sUVmJRYhgGFy9eLLurtlwsJ6ak02lOnDiB2+2es4uu0p7Z07+36QO6/X4/g4ODiKJYii3hcPiqs0qC9e/8KBJhPp8Pp9NJa2sr8Xi8JPw5e/YsPp+vRIT5fL5Vz5XKjUHX6rCNgUQiQXt7e6m79tixY2uSr5QbwyzL4uzZs0xNTZVdRxZxtRDci0GSJKqrq6muvrxJn8vliEQiRKNR+vv7F/XorwSuJhHAYgpuTdMwDOM3vg7bEB7ccFkJMVvBbds2vb29dHd3s2vXLpqampb0sF1um1symaS9vR2fzzcjURJFkalMjs/+/Xd5dmQETaxByJs4rQJHb+vm9jf3kEcibTjonwhx/Hgzk1MBlLxIqDZLaHMMtUYjmXeQTyvcVtOHP5BBJEOjx0CTGqn3NrO1vopcViNy0YCcE7ci4Xa4iWby9OUdEJBxqjJJr0XaJ5KM6TgncoSOg6PRh7TNS84TJqxY5CyTeNbEsEX0rIridOJyqVTJDtwODwNenZRoUdAKtIbDPL/pVWTSFg75ApohUCPZeBwBNofvRRQv73re3NxAa02Y0WQaQYB6307GsnkwTpHOO/B4RXxiAcm4kft++9X43R6GCjmO942iu504q+MYWQVFdhN0KGQKaUxNw7LyiI4Uk+MexpMBcOiEgxYeqcDgiMJUZjOtL2ogKGQQMhJ5BUTZQHZlMWSBrQGbkCfLthfX8OrJFh4dTOKXFMblXsRUggnJQ9YjY+gSpk/AuT+PK2kgTVnYloQqGNyi9dEkRrA8JpZk4rALNLhiVFWlSWYz/HDAxqsoHN10eYd1LcinuexMihPJ0+k06XSaSCRSmrhcbMlcCF/5ylf4sz/7M8bGxrj++uv58pe/zOHDh+d9/7e//W0+8pGP0NfXR2trKw8++CD33HNP6ee2bfMnf/In/PVf/zXxeJxbb72Vv/iLv6C1tbX0nmg0ytvf/na+973vIYoi9913H1/84hevykRw+iC2W2+9tewH7nR/ybUkuIvJViqV4sSJE6XYVsk2sKuBQCkNp7Pz/PPx/2BoxI9WLyNnDBx5g4JXIxst8dikuxtgxyjeLTGEgoRlipgi3HvkRm7fedOMNtrpHRaV9KC+mhIvuObBvdZYDsFt23bpebGc3Go61tp2qVgQWpbFddddVzapNt2redu2bWiaViqiTp48CVAiSqqqqlZV3Z0vaHziR3/McbEG/5iOp7GAKtvokkDz9gl+8uQObjk6Ruw/XHT+VoBk2sG+wjgNcg9ZUUax63jvC/5X2XFhvYmqSqF4nZWj4C73933Pe97DG9/4xgXfs23bNurr65mYmJjxumEYRKNR6uvrF/x8KpXi7rvvxufz8a//+q9XJdk5G4Ig0NPTg23bZXfVloulxpSxsTFOnz694OyA1VBw27ZdEgwUCgUOHz6MLMsIgkAikSASidDf33/FZtrVou7eKHGjWGcVZ6gUFbj5fL7U6To0NAQwIw9zuVwVX8s1gvvqgG3bDA4O0tXVxY4dO9i6deuK7Y+WgnII7nw+T3t7O3B5AN9CgwPnwnwE90a5b6djKetxuVxs3rz5Co/+gYGBGbE0HA7j9/srUh9dTSKAcobcAr/xMWjdFdzFG3R2kaZpGqdPnyadTi84RXYhLKfwGx4e5ty5c3N60mZNk68808G4NUggZJD/pY50KYfD1hnoEfnFvfXU786SnHLR01VFflLCmUziSaTYtjtBsNYg45apCSdocsSo1VOkNA/n4gH2hTXCIZvmXaPAXqbGk2TTBQJhN6moRSDsxmr0MjAVRdQ1YjtAc9gIWZtYSEbaFMAVkXBnQezPUfv8ML56D5lkgpDLQy4ZIzuRQg468Kgq/oiBHi/w8jtvYv/zb0QUBKrdbkRBwPY/QDrXQVbrwyH78bv2I0rbZnxPQZeToOtXwdjjeC2ZiIeccwCnO4RfuY6toTZU+TLRcef+7bhUhbPDExQ0CdUBoq5QHfJCwSKTEhAFGUyJaEpHM2XqwwoePYzkMHAHE0QmTR77vxOYw1NMxAwsj4XzZhHnQZtqTwaf00AVvWTNSRzhCQ6rVfQng9RaTXRnRbIZFWfEwKGZGE4TR8RAHhcQMhJ2VsfE4PjUJiYzDnY8f4yRRBW6oOCuzjIa92ONWCj6k/xLXw/+F/0++xsa10VdqShKycsqlUqVCO2HHnqI733vezgcDpLJJPfdd9+cvpD/9E//xLvf/W4eeughbrnlFr7whS9w11130dXVNaf36lNPPcVrXvMaPv3pT/Pyl7+chx9+mHvvvZcTJ06UvJP+9E//lC996Uv8wz/8Ay0tLXzkIx/hrrvu4ty5c6WH9ute9zpGR0d57LHH0HWdN73pTdx///08/PDDq/htLYzlPNCKMWIpg9iKKD6UTNNc0yJXFEWSySQ9PT20tLSwffv2q+ZhXinYts33f/kkcec32dEyzg++/zzy4U2ImoWAwPBIDaFDKaSIH8OSEQULbJt4VxOiYPHS39nCA7/78hnHLLbRptNpotEoExMTXLx4EafTWSLLgsHgijYSriYFN1R2uMk1LI6l5jnFzpNEIrHs3Go6RFFE1/UVHaNcFAoF2tvbsSwLRVGuSOCXEtNUVS2pu23bJplMEolEGB4e5vz58zMGnUHl2vXf881/41L3czTfoyOdlBALGqYlkk4q1DZHYYtJXVDj5I92svtoD5PHCow7PAzXN6LYAg+++H+wrba8FuYirrZNsvlgmmaJpJgPSyWXampqyrLoamtrIx6Pc/z4cQ4ePAjAE088gWVZ3HLLLfN+LplMctddd+FwOPi3f/u3JZMYGxGxWIxEIoHH4+GWW26puF9qufaS063WFhtquVoK7qeffhqPx8ORI0cQBAFN02aIUuBy3CoOsx4YGCipuxcahLtR1JkbIU+cL345nU4aGhpoaGjAtu1Sh87Y2BgXLlzA5XKVyO6V5mFFFMmlhb6XawT30lDpa8wwDM6dO0ckEuHgwYOEw+HSz1ZqXVsuFiO4Y7FYqXtu7969yxI8bZQYsRhWssbZAr+i7Vw0GuX06dPYtk0oFCrF0+U+X6+mHKmcIbfFYb6/yVh3gruI6R7cxZYSv9/P0aNHl00ELSWQWZbF+fPnGR0dndeT9snREyje09QlRIw+yHglktf5yLjBcSDFsCEw/h8e4kkXmaBKfr9IutlLPurA83SWguZE2CfiCWZw+zVilpcqJcTgJR/f+2EYMS5QyObxiRMU0jqiJGIZFpZgo21VGAtraHEBTRKxnQL+KTASJoYiovslxlpkqiNO9P40yZ4kVp2D2zY3IxZEIj43EwMRzKkstT1ZHLaT3c/fza333ozLOzMgCIIXn/s2fO7byv6uFbEal9FG2PUiWhparvi5U5W5Y/82jrRuZjzn50wixfB4lmQ2jzfkAneSfM6FPFGH1+WhtsrLzt1VTDg6iNqTmLaBx2sxPqKSvOjFqzqREjly3zeR8jbZ2wU0y0erowWf7CdrJtjsTbHFtY/HBywSGRdm2MTISrgmLJzdEhRs7IyGkclgqSB4bNhmkagWGOquJhH3Eyl4MapN6jdNUN2UotpO48t38tzPOrEOvX/dySfbtnG73VRVVfGXf/mX5PN5QqEQDQ0NdHZ2zklwf+5zn+Otb30rb3rTm4DLxPgPfvAD/vZv/5b3v//9V7z/i1/8InfffTfvfe97AfjkJz/JY489xp//+Z/z0EMPYds2X/jCF/jwhz/M7/zO7wDw9a9/nbq6Oh555BFe/epX09nZyaOPPsqzzz5bGtL05S9/mXvuuYfPfOYzNDQ0rNZXVDGYpklnZyfj4+PL9q0uTvFeS8WjbdskEgnS6TQ33HDDqnkDbvRE6/+2H+OW23/K9dWTWAjYuoCNgPBf605U+agfnyK8d5Tk+Ro00wGCgCLreLenryC3ixAEAZ/Ph8/nY8uWLRiGQTweJxKJcPHiRfL5PMFgsFRoLdVP7mpSFmiahq7r1wjuNcRSFEnpdJr29vbSQMZKqJTXyqKkmBeGQiH279/Pk08+WbGYIwjCFeruonf36dOnAbhw4QI1NTVUVVXNGOxcLi5M9vLGf/4+UrfFC+8aoU8PIQoWotMmdcbL+KEkTWkH0ZDNbfec4eKJRi48vQdRyBEK5HjJ9tt45e/MHYMWw0ZUdC0H5XQ+rZYH9549e7j77rt561vfykMPPYSu6zzwwAO8+tWvLuUvw8PD3HHHHXz961/n8OHDJJNJXvKSl5DNZvnGN75BMpkkmUwCl4n1teziqgSmzxzxer3U1tauyjCwcmLKdKu1I0eOLEooVjpORaNRAOrq6ti5c+eCeZ3D4SgRsbMViZUYhLta2Chxo5xZR4Ig4Pf78fv9tLS0YBhGyde3mIcFAoESEbZcX99yY9A1gnt9kMlkaG9vR1GUOVXRlRjKXQ4WIp8HBwc5f/48O3fupLm5edn32Ea4N8tFpdY63XZu+qbW6OgoXV1duN3uGZta5T5jr6Y6q5w5JG63+6oh7FcLG4bgLlqU9Pf3c+HChRktJcuFJEkUCoVF31ccsmRZFm1tbVfseti2zSNdj3LePo0eMIkrKjGvm8KkijQFzkmLzE9k8hEZMZED20IV0ri2Z5EOhElUexhurcd1YQzPbhFVsFBsC8GjErlQz8WfehEFgaYqiWzG5Oy5UcSCjZXX0fIquds8jGzPkrJ0Ck4L3Q1S1sQYN7GsywlIlaCS9YpEEjoyJiTyXO8J8Ob9h8CGgWQS4XrwZi3EjIE35KGqoXyvp3Kx2N/L41BpUfegONJIws+YSE6hGSZe1UeL+yYOvu4IT/eMcGZgnGyom5wRwYy4kAWZQjyGZ3MWC4HsCTfB2jxCRKHwrIHvkAPR5cMnX/ajdomXSW7TLjCeyIBqo8gSmttCrwZME1e3hJXIYCs2KAKKw6SQUDh/vpmugIynYKImLISEyXCgliG9Bjlv4td1ttgRfvHM33F416vXNYgYhjEj0OXzefbv38+73vWuOd+vaRrHjx/nAx/4QOk1URS58847OXbs2JyfOXbs2IxpuQB33XUXjzzyCAC9vb2MjY1x5513ln4eCAS45ZZbOHbsGK9+9as5duwYwWCwRG4D3HnnnYiiyDPPPDMnEb+RkM1maW9vRxRFjh49uqLWx7VSEMCvhi7lcjk2bdr0Gzv45tFTnTh93TRXRTBMkYKlIGwqoF4wKIQVBN0ARaQr00JNdBLnrRM40yIg8Pu338lLb7y97HPJsjzDT276wNi+vr6Sn1y53pzrvYm2FKTTaeBaa9xSsNKkWpblsgq20dFRzpw5w5YtW2htba1YMl/p1v+5UFz79u3baWlpKW0Urtam2uxBZz/+8Y9xu92MjIzQ1dWFx+Mp3cOBQGDB+1PXdf706x/isUA14rAfW87i9pk4JINCjYBDcSI5bcaO+enQBXY1xqAmT8PtYzQdGcfWq/jDez+/ohhwNRVvC8E0zUW/h3Q6vWpzJb75zW/ywAMPcMcdd5Rs1r70pS+Vfq7rOl1dXWSzWQBOnDjBM888A8COHTtmHKu3t5etW7euyjqXgnKvC13XOXPmDIlEgptvvpmhoaFVu+8X27SbbSNZDsleKQX3dHsnYEYXXznf5VyKxKK6e/ogXMMwrrDtXGtsFNHCcuKXLMszujNm52GiKM7w9S1307KcGLRam2zXsDDGxsY4c+YMTU1NtLa2zvl3Wk+LkulCyptuumnFwy7XIvfayJi9qTXdvvX8+fPoun6FdeR8ceRqU3CXM4fk1yHnWwnWneAuFimCIDA6Ooqu61e0lCwX5ezYF4cs1dTUzNsmciFxiZ+M/Ixkj4tYjxe9ICOGTZR6k0KdxA0N4xwIDOFSNfrGAuSyAltCUXxCnn47zJPWHqLVDrL9Cj5VwCl7UFQnlmHT1+HCwqKhQcIt55hKOxHyFvmchmjapAydrGrgMhwICRFdVMh6gICF1ChD1kR2yoSDPlTVZKffTV4V2NxcxW81bifouLx7GdxAbZGCINDkOkxV4w4SNSNkCwZVjiaCrsvBXneIXIoNETNHKSQUREGmUDAQdRlyAp76PFl3EMusQXQLZKMJ9HGTjCfHlBAjI+nkbYO8nePiVDd5OUZoUxZBErHTDhIpmewWG+eZLLZgoYdkpDqIHwiQ9rowRBVbEYgI4EjrqDELu8vN1k1T7N09jI1ETlNJJVMc6+nklZs3r9t3OXsnb7HibmpqCtM0ryA66+rqOH/+/JyfGRsbm/P9Y2NjpZ8XX1voPbPtT2RZJhwOl96zHijnATA+Ps7p06dpbGxk165dK34IrlWCVRy65PF42LRp02/cw+7xk8f422f/g2xAIjHp5u7rk0iCRc66TCgfff55njjrZ0QLYXplBMPGdkuMWA2ETyX5wZffV5F1uN1u3G73DD+5ojfn2bNn8fv9pQRsLj+5qynxKhLcv+mtcWuJxeJJcQDa8PAw119//Zw2VCs9/2oRIbZtc/HiRQYGBq5Y+1q15xbj5ubNm2ltbUXX9ZK6u+i/X7x/q6qqZijGHvnBNzn+k5/Rf7iKTN6J0xCwgei4g7rtMbqddWgNFm7JIH/WzcVHnUxe50RVLERd4m3//a3sbd0xz8rKx0ZRYq4Ui7XmwuqqJ8Ph8IKWalu3bp1xTd5+++0bhiRcCIvdS8lkko6ODlwuV6nzY3R0dNXymIVEACMjI5w9e3ZOG8mFUAkyaPpAuJtuuolnn312xX/f2eruolWSYRicOXMGv9+/burujRI3KrHJPzsPK37PQ0NDdHZ2liypisrP+c63WAy6Nmh76VjpNWZZFhcuXGBoaIjrrrtuQSHPelmUFAoFOjo6MAxjxSKpIjbCvVkO1uoZON2+1bZtstlsafOwu7sbVVVLeVooFJqxMbrWc7GWC8uySrbO8+HaBttlrDvBDZcHsExMTCDLMkePHl1W++dcWKgVZXqr3WJDlv696+ckBzS8FtgemfFUCHNMwTRMavZESQRF+mQfe5ngt/acxecymIq4KKQEtqlJWsQMD587gFqjUCU5iLTLHI/beNQCsWGDQB34FIOpPoHokIza4COlWLjCThKTCczjKeQJG8US2VrlYgiNaI2BFpZweVVkC9KSgTMvoPRmadpaz879dYisbfBbahBzS2HcrjDMivPbG6p4wY3NPDZ1HL0gIIs2LqeCkTcQDAlTtCloTmK6B9uw0Z1OrHMa4TqT0wyRsQrYoolhyySlLlSPG12XsAQbMZQh4HQQ0R2YsoHlkUjt86FtU9F8Mlv8U2z1RahypIiOBenrakDrVvGZeeQugePtO8nuVBDCAj4xT9J5lt6pm9ZNGTs72brmf1s5FJOmwcFBrrvuukUHSZWLtUiwiqR8c3Mzra2tXLx4cc18cjcCfnH6l3zt7L8zHvZiZ0QE2SJvyNgISKKNYcHWcJJtv30R+dFtTEZ8aF4FWTMJihm+/ul3rMq65vLmXMxP7mpScGezWTwez1Wz3l8HLJTn5PN5Tp48iWEYtLW1rUrSu1oWJYZhcOrUKdLp9JwWBOvlP6koCnV1ddTV1ZX896f7vrrdbjJqjn986kcojyRp+O+QwQEICNhgyZw6WcfLd3WxOzRM585GDL+IKoOSt0joPm7ct4sPver3Krbmq2mTbCGUU4Rms9lrHSQVRJEAnD27Q5IkNE1blXPOp34sbtQtxyJupXGq6P9v2/YM1fjsGLQS0kkURYLBIMFgkMnJSVpaWjBNk2g0OkPdXcwPVnMQbhEbgUSrdPya/j1v374dTdNKdibnzp3DMIx5lZ/lbLIV86BrWH0Ucxxd18vKcdbKomR6vJltr1YpIvVq8eBeDwiCgMfjwePx0NzcjGmaJevI7u5ucrkcgUCgFE+Lc102OorX1GIe3NcU3BuA4B4aGiqp2Nxud8XIbZg/kBV3xmOxGDfffDPBYHDeY5ydeBbL/k8Obk9jGwKXRjYRr1WIuVRQISJ4KZgiY1kvnRMNjEWC7N8+htvMMz7hxNJFGm5McntDLzm7kfR/OsiMmiSEKihAIS6Tm5SIu1XSUyKaWyZeI6AhonshUe3AyJnk0QkWVJTuHPX9AuIeEWO3Ss11AeKxDORMGkYldu1t4ug91zOZHKnY97geONiyg2FnE+e0EYy0SsDnIm7Y5IUEsYtB9LyEKmhYeRNH2KZG0fGMTuHbnyZFGN3yEsnJQAqHmCOr+5AsEdMQwanh9CrIToXIbpn8Jge2ItBcNYXTZTAqBBhJhjAiKp6chewyCDXk0LZCHgvjpIY6bpLFYrBW4T/Tz3Jk3941/45s276i4Fts5666uhpJkhgfH5/x+vj4+LwEbn19/YLvL/5/fHy8NPCy+O8bbrih9J6JiYkZxzAMg2g0WjHiuJKYnTRVsmBeTQW3bdtcunSJvr6+GaT8WvnkrjfSmSxnhwb40g//g/h2N6ptIEsCGdPFSGeQ5DYXQSWLbQuYtsAd1/cg3XCJJ9p3EBZfwGsO30NDeO2ux3L85EzTJJFI4HQ6N7zC4FpitXSs9LuaL8+JRqOcPHmSqqoq9u3bt2rXzmrElmw2y4kTJ3A4HLS1ta37ELb5/kbT/fe3bt1KoVDgff/0CfqzHvZHI4zjxBBtRBskh4EelJAjMqlMgCd/sJXb7hqgalOS4UAV6RYnQcnk8wc/gsdZWYL218miZLHrOJ1Or7j1+xouf9fnzp1jYmKCG2+8sWS5VcRqEkWzj10oFDh58iSapi17o24lCu65CKri+lYzBsmyTF1d3RXq7oGBAc6dO1fq/qqqqsLv91f8Hv91UnAvBFVVZ2xaZjKZUpdOd3c3iqKUvmdN0655cG8QFDvwq6urOXToUFk5zlrVQsX8pNhxUgnb3fnOcTVgveOIJEmlThiAXC5Xusf7+/uxbRuXy1Xy8F6LzcPloPjcuabgXhzrTnBns1luvPHGGcNXKoW5ErDpAwgWU4sbVo7O6D9ipk2GemoYS4QYdITQGkwUS0fPKpiiSGrYg9QjkjEk/j3n5+c/2kHz3hjXh7tx+iySupvbtmic7D5AIhJl7+4QWlYkHtfojSeIT5kEa7zkCllytok1VcBb4yDfZFCQNMy8gKEI6C4bPSkTPmMT6LK4/uatSB4LV00twbhO9VYZ2SkwGh1A0zTcbveGSVCWCqfoYn/gBqbqoowLGRIFDalax4zJZAf9OG0ToVrD0SxwYPMUR1sHCVVN4XLCmJDhknYjEUNE1XUMh4HHC9m0jYCN7bQIWAKHX7SH72v9KGkNoREECXy9FnafgpZWybhVovUSyhaDSYeKe7SA5znAVNEsELCQohrnR/uZeF6U2qaV2+osBcVru5j4FROzhRIrVVU5ePAgjz/+OPfeey9wOXl8/PHHeeCBB+b8TFtbG48//jjvfOc7S6899thjtLW1AdDS0kJ9fT2PP/54idBOJpM888wz/NEf/VHpGPF4nOPHj3Pw4EEAnnjiCSzL4pZbbln2d7AaiEQinDx5cklJ01KwWgruouIxlUpx5MiRGUr+qykRWg6GJkb4H3/zD+jDTsSsSPCIiWZL+NDBKSCNwiR+Tlxq5lBrHz4ljyDY2LbAVMrLW296H1vr136Tajrm8pOLRqOcPXuWnp4eLly4QDAYLKm3FvKTWy8Uh5tcw9phdjyZ7hG7WHdaJVDpgjESidDR0UFDQ8OCllAbLaZ99sc/5amf/Ijg9SauiIFSMClkJFQjj9+Zw4ODRL2ClJYRNSej4/X88z8EqQmlccg2D7z0NTz/+v2rsrarNQ+cjXL9b7ds2bJGK/r1wOx7KZPJ0NHRgSRJ3HrrrVcMaoPVJbjnUj8Gg0FuuummZQ+1XK6V0lz+//ArwmatYtBs1XGx+6tos7Ea6u6NEl/XcoNOEAS8Xi9er7ek/CzayvX29pLJZJBlmZ6enjlt5QzDIJ/PXyO4l4Cl/m1t26a3t5fu7m52797N5s2byz7GWg6ZNAyDzs7OZXWclHuO6ffoRn3Gb5Q4Mh0ul4vGxkYaGxuxLIuTJ09i2zaDg4OcO3cOn883Y/Nwo3TAFXOghf7W1wjuy1h3gnvXrl2Ypkk2m6140JldeE1MTHDq1Ck2b97Mzp07F71gRxIniF0aYJ8jgrxtmHTKxS+7WvjlaCMOZ4FUVCCvquiijL0NRB0KOREtJqN3SOT2yty0bYqmgMIWZ4gnBxw01jfjV93Es3GikSROtwPSeWzDRnBKmIKJM2lj3yCQ9uWRhywkDWwn2FhM+QqIDTLhboUXis24fDkmJyfZtv9ykNc0jUgkQl9fH4ODg4yPj5d2rWZ7Dm107PZcj9ro4Dn5OCPxSYyMjwZ1K/qOGIWt42hKAQSTTl2h//QONgt1iLdaRAWFvB0lZniRBAGXouOriuMKiuQLKrqhcrimkdp6L/4hN7lBC0vJEzpho/V4MRHJxhTMlAlunXRQJtcYRq+S4XaTUCzJpi1xaupSCDmbeLuHXz5+ipe/8fY1/X7m2skrRznw7ne/mze84Q0cOnSIw4cP84UvfIFMJsOb3vQmAH7/93+fxsZGPv3pTwPwjne8gxe84AV89rOf5WUvexnf+ta3eO655/irv/or4PJD9Z3vfCf/63/9L1pbW2lpaeEjH/kIDQ0NJRJ9z5493H333bz1rW/loYceQtd1HnjgAV796lfT0NBQ6a+mbEx/SNi2TU9PDz09PUtOmpaC1VBwZzIZTpw4gdPppK2t7YriZi1UC+uVXBU0jT/8669DlxvRtrFVC9sU/sugSUAQwFmfIzER5mSHwOi5AFv3RXA7NCYHfLzm8HvZWr9rXda+EBRFKSXFN998M4ZhzPCTUxSlVMyGw+ENEduvKbjXHtOHaRe70+Lx+KLdaZVCpWKLbdsMDAxw4cIF9uzZw+ZFZltsFIJ7Mhbht7/7TXyDBbY3pJlKV+GwBCxFwMrZqHGTkJInrWaxAwKpPS6kcQk54QBbxVO7mb/+7/dVxJNzPvy6WJSU68F9rbhbPoqD2habOVLucNvloBhTivYolVA/LlXBXeyG6+/vn3N2wVoT3LMxvftrurp7OkFTrP2Wq+7eKBtj62nTVhwKXpwL1t3dTTQaJZfLcfr0aSzLmjGsMp/PA1TEKjIajfL2t7+d733ve6Whtl/84hcXrPHy+Tzvec97+Na3vkWhUOCuu+7iq1/96pw2mpFIhOuvv57h4WFisdia5Asrha7rnD59mmQyyeHDhwkEAkv6vCiKqz68VdM0zp49i23bHDlyZNWeR3PlQBvhfr3aIIoisiwTCARobm5G07TS5uFc9/hq5mqLodxN/msbbBuA4C5iNXbViscsDirq7+9n//79M2wU5oNt25zr+ia7qwbJpBzkCgq+QI7n7TnH+NdExpNOfIUULrdMar+f9D4flkPA9AiYXgslLNHlryZDPc8NZ2lU67DdJtXG5VZbzbDJ503cLieiDU0t1aR1nfOJcbTteQo7c0iOy7vW9pSCaMp4BIW0ZBCo8rBpRCE+MUXam6WqqqrkI+Zyudi8eTPxeByv14vP5yMSiXDp0iXy+XxJAVhVVbUqCsBKHk8URHZ49rKtZTeGrSMLCpF8ktOOvyOfLSDEFXwuDdtlkmmBjkQIZ1KnKagRktOYtkpOyIFg4VVcmIqN25HHL7n471vuQDdknpE1UuEUIyNDxKYUlBoDxi1c0TjVVWmyuspklwt3X47kdQGsm0323TrIHvcYKiaIYOwSuXT+X7Ds2xCFtbulTNNEEIQZwa4c/8lXvepVTE5O8tGPfpSxsTFuuOEGHn300VICNDAwMOOYR48e5eGHH+bDH/4wH/zgB2ltbeWRRx5h//5fqc3++I//mEwmw/333088Hue2227j0UcfnaH8+eY3v8kDDzzAHXfcUUrWvvSlL1Xq61g2BEGgUChw+vRp0uk0t9xyC36/f9XOV2kF9+TkJCdPnlxwcviv47TtZDbFk6On+fdfPIk16LzcneEDECikbNybNDK2iscuILpNnJvTxKNBNMvN89yv48W7d1PXtrH96qf7rTkcjiv85KLRKD09PTOGVa7HMKoirvnfLh2VsihJp9O0t7fjcDhKg+DWApUguC3LKtkhHDp0qORRvxA2AsH94J8+yKNNAlbEg8soIDttFNlCU1VSio/G3SnO/quX/a9LIQsGXkUn6c6T3yoREOAD+19BIZPj6aefxuVyle7fYDBY0c6hjUJUrRTX/G9XD9MHte3fv39R67jVtFoTBIHx8XHy+fyc9ijLwVIU3Iv5/xfXCKtHcC/lfi1X3V2ML0t5NmyEuLGRNuiKCu89e/aUbOWi0Sjj4+P88Ic/5MEHHwTgpz/9KXfeeeeK8qHXve51jI6O8thjj6HrOm9605u4//77Fxx0+653vYsf/OAHfPvb3yYQCPDAAw/wile8gl/84hdXvPctb3kLBw4cYHh4eNlrXEsUh9263e5l5zirOTsALs+UO3HiROkZtJodjRshByoXGyGOLITpMUZVVerr66mvr59xjxfnrLhcrpK4qNK52mIoZw7JtU3+y9hQBHeld9WKxzx+/DjZbPaKtv2FEElewMkFElE3U3EvYwNeMkkHF/tqifj8aEEFVzCNbVioGYngGQtblqneHOOWmzupCybQCxI5sYrxwi56C16svTr5H+fx6AZjsQxpEbRcgaBTparWT0i2ueAfJe83QRARbBHJb2M5NRwRB2HFjSXnkQsAOqaYobmhccEW3umeQ9Mnyvb09KCq6gx190pv0tUKtKIgogqXrWT6tGFEl4k9KCHKlwfG2XmwfaDV2jgTEnJYAywUOYdhWxiWAqKELAi4RSceRSBqTLDTvZMdSpBHz46hJR3kXAKCy+BFz+tix4tjWBZkNAnR0njqka2E4hl2tY6zp2aEZNZBz0gtWd2F15tjy65hprR2ah03r8p3MBdmF3tLaY174IEH5rUk+clPfnLFa6985St55StfOe/xBEHgE5/4BJ/4xCfmfU84HF4wMVsvxONx2tvb8fv9HD16dNUHTVRqM2+64nzfvn0LKuGX2567ETERi/I/vvtlck0CosvCkzIQci5s9Ve/nzYo4nUZWE0CKduJYIMg2YSrE/xO1c28/vDa3acrQZE4nJ0cTveTa21tJZ/PE4lErhhGVfyvkrMtFkJRwX0NawdJkshkMhw7dqw0VHYtyYBKDG/r6OjANE3a2trKVsesdXE3/VxPDZzi37/5VXqcdaT1ahQDBEkgMyni35FmIFpH3OVh0548dWQ4+TU/ddcV2LJtCssUefHzfpdbb7+rdDzDMIjFYkQiEc6fP4+u66UhZ0Uxwkrw6+LBXW5xd22TbWnI5/OcOHGidA+WE8NXS8Gdz+eZnJwsDXOsFEFUbpwq+v+rqsqRI0cWJNE2KsE0W91dnO1RVMSXq+7eKBtjG2nQ9vS6a7qt3NatW9m+fTuJRIKPf/zjvPe976W/v5+Ojg727l26/V1nZyePPvoozz77LIcOHQLgy1/+Mvfccw+f+cxn5sz3E4kEX/va13j44Yd50YteBMDf/d3fsWfPHp5++mmOHDlSeu9f/MVfEI/H+ehHP8p//Md/LOerqBjKucaGh4c5d+7cFcNul4rVtCgZGxvj9OnTtLS0sHnzZn7yk5+s6j20UePPbFwNa5wvR5p9j8+VqwWDwRm52mrGzHK72K7lQBuA4C5eCKuRLOVyOfL5PH6/f95BRfMhWxhCFDWenNhFwieh7ZOIGG581+V4oaeHlqYpRJfFQDRM+9PbGekKIqTAEbEYo57g7Rn8isbWwBjVhTpc6RvpdE8wLBbQ+icBGw2bgmUj6QannuujIOnQbOJsVrFaFLK2hhARkNCxXQViqSyaYSIMWey4rpGXvPR2BgcHS+3J0zFX4HO73bjdbpqamjBNs3STXrhwAU3TrlB3z4ahGwx2jqBrOg3b6/GG1p7IyJl5VEXC6VBAFDBMGVkysGMydkbFyok4mnOIiokkOnAjYNsqjc5qnJKKT3IzlB3n3/su8VBPN+fODmEP5PAP69iCxfNf0s1vb+9mashF+9NVjA25yRoy+w6M0HgkglpjErU9OFwWba2DCAWRi+O1nBvdzLbwCWob1o/gTqfTANcC2xJQ9N7asmVLxQeAzIdKKB4Nw+D06dMkEomyFOe/LhYlyXyOP/zGl8nvE5BUCyMvIisGSDaCBcWIZ1pB0ucTuPMFQuECyGBnBX7vhtu49+iLV32dlUIxhi9W3Dmdzhl+cslkkmg0WipovV5vKQELBAKrVixeUw6sLSzLYmJiglQqxQ033DBnG/JqYyWxJZlMcuLECYLBINddd92SNtnXo7ibnJzkLd/7K1rkKLGnApivFUEHG4GCqZKLOwgIWYKhFONRH7pPInRjhi37U0iagbtuK+9584euiJWyLFNTU0NNTQ22bZfECFNTU1y6dAmn01lSDC1HjLBRiKqV4lp77urg/PnzeDwe9u7dW/a1tRpEUSwWo6OjA0VRCAQCFVU/lhMvotEo7e3tbNq0id27dy96ra12DKrEsUVRJBAIEAgE2LZtW8nGskh4A6XcYLa6e6MQUxtpg86yrHnt4AKBAC94wQsIhUJcuHCB3t7eZc8DOHbsGMFgsERuA9x5552IosgzzzzD7/7u717xmePHj6PrOnfeeWfptd27d9Pc3MyxY8dKBPe5c+f4xCc+wTPPPENPT8+y1rdWME2Tzs5OxsfHK9LNsRqdJ0WXgIGBgZKdka7rwOpuzvw6duauF8rtEpkrVyt2y/T09Ky6dWS5OVAlLJKudqw7wV1EpZOloaEhzp07hyiK3HjjjUt+OAY9dXy77zo64s2kxl1QsHGPa5juBPrhMbz+LHnNidO2kLcaGNU2Vp9FvLOA8X0Fd10Nrftz6BZUOXqYKNyINWggKgrbtgVJJzNoBZ3EaJZUNofhUMgHTfIxBTcqAZ+D6Ok0ZsJGQML2AtugxXbyuy/YxUtfdlvpxikmIUU7FkEQFk28JEmiurqa6urqOQuqYgtGsV124Nww//blHzLWN4FpWPirvLzg99q49b7Da5p4VClBHIqM4rBwqQ5sSyLaniM74cDSJLIC9I6HablTRKkWmdASCLZIRpEIyE7yOjzdL5FOjlIYtSi4TdjvwGxwUPNchNQJD+fsED9/vJ6E6MTr1nAZOv0dYcwmG2+LgduhY9gKnZoPoSCyrS7C9dYI7QNBXrDJRlyj72M2wZ3NZoFrBPdSIIoiz3ve89b0Gl5prJuuMCq3TW+1EyHbtrEsC8MwkCTpCuucShzfJsOH/vHrxMMOPGoeMyMiIBC3HZh1JnK/jC3aoIJtAOkg2UGLf3jgD/C43Tz55JPcdOCmiq1pLVAs7JbbrlwsaKPRaGlgpWmaJXVocVhlpXDNomTpWG7sKSqfc7kcXq93XfUy8uoAAQAASURBVMhtWD7BXVQ7bdu2jW3bti35e5grx7Esq6TyrXRR+YW/+XOe9WRRvBLBpMFIxodk2giiiemQyRkKzryX8edM6m+K4fPkmEr4SBlBHIqXz77sD2isWtj2ofh7eTyekh2RYRjE4/E5xQjlDJu1bXtDtfivBKZpLihUKeay14q7peHAgQNL/kwla7bicK+uri527tyJpmklL+NKodjFNt9mz+DgIOfPn2f37t00NTWVdcy5YtBq5UCVgqqqJXW3bdsl7+651N0bhVjeaAruhXLu6Zv827ZtW/Z5xsbGrvB9l2WZcDjM2NjYvJ9RVfUKL+26urrSZwqFAq95zWv4sz/7M5qbmzcMwT3XvZTNZuno6EAQBI4ePVoR7+NKW0Tqus6pU6fIZDIz7IyK1+tq1l2zv7NifNuIMWgjxJGFsJxYNz1XKwpH57KOLOZqlbCOLFfBXY4V8687NgzBLctyRSxKLMuis7OTsbEx9u3bx5kzZ5Z1QT075uBn4zvQHBKybhBqj+EYN9BcAh1Dmxm5EKC6LUPPSA2JUQfBpybQ+wwwwDBs+r4os/tPneheEYcwjipMYQwp+Lw+GhqryGRdjPZMkJclRFkkv91JrMomJ5okbYupXArn9TqyCPYUOC+qhM+IvPENN/O8W39F2BeLy2IQLSacpmnOeH2hIDdXQVVUd3d2dpKMpPj5X58gE81Rt6UG1akSn0jwH3/zBIEaP9e9YM+MY60mWj3NtIaaea6mi1Q8jXbRQXrQjei0cLgtvOEcogYXf+kl97wUGiKyYNOVinEukSSeE0nYILvSCDWgTqgIBZFsFSi7bFK9Kt87s4P+g0GUepMtTVN4XDnEn7noOrEDrU9CCRsodToZyYFgwVP6bjb7Y9zWdJGfnzvDwa3bVr1NBa5s181kMjidzg0xbO5qQqUTnsWwEgXB1NQUJ0+epKGhYcEBUHOdc7XUOLZtY5pmyRN++u8mimLpv+UgFo/z9R++g71VfXi9eTKJ27GbQwg28F9jJM0tElVMEtFqkSclyAEimCGLPTfLeP6LwN0oaqSloBKF3Ww/uXQ6TTQaZWJigosXL+J0Omd4/64kfqTT6WsE9xqgqHQMh8PrXqQuleBebHhbuZhe3BVjUBHFXLJY4K2k0PvH87/kyanvYz5tkbirgWq9gGGJOKQc9qQbd4NGKiiT1RTAh67LmMczIBfw+BK8aN/tvPHu31rWueFybjxbjFBUDHV3dy9qNVf8jjZ6gVkOTNOcMddjLlzrIlk6lkNWV4rgNk2Tc+fOMTk5ycGDBwmHw/T29lZcZTmdcJp+j1iWxfnz5xkdHS2dv1wUY9B0YqnSOdBqQhCEOdXd0WiUkydPYhgGPT091NXVLdm7u5LYSBt0ixFMxfgzX7x9//vfX/Lpng+dnZ0rWuNC+MAHPsCePXt4/etfv2rnqAQmJyc5depU2d0U5aKSCu50Ol3y257tErDWBPd8dVglcqCV4mqovSoRYxayjuzv70cUxWXPQiiiXIJ7Nb3frxasOxNWfAhMHwi53EQ8n8/T3t6ObdscPXq0dPMvlSSwbZu/+OWzeLw5bvMP4HVoxG70ExvyEs97iQWCjAt1uP49i7tTQ45bCFEHolMhFzYxMdGGNU7+tcXRjxroosil/gLypEg2n2IgA06fTCJeICdBwSmQVS2ckgK2idGUQQibaLaAbQI+CyssoD4XIDL+q12mYtBIpVJMTk4SDocRRZGBgQEikQh1dXXLKvRmt2D89DtPkY5k8dd5SGaSyAUJh99BbCjBs4+2zyC4VxuqqHBfwx348fGfnGbcLCAEBPymzO2HB9my/yIWBRKiwhlrCxP2NmwM0rrFaBZMy0bBiaDb6G4Tu7EAvQ5sJLJ+hURQpWtHEMVj0NQSJ1lw0vcftajnTVTdRJMEcrudeDZBjStJiztCWMwxOF7Nzy8184LN53n22Uip6Cy2FK8G6TyXRclaEOvXsDIsh1C3bZu+vj4uXbrE3r17aWxsXNLnV8uipJhUFds2JUma8drsTbaiGrmceBzPZvjHf/8jDm/tQVZNCjkZy7Qx8//1WcEG+/Lxos0uPNIUbHagZVUUh8Wbbr+V3zp0+4xjXm33RqUVVIIg4PP58Pl8bNmyZYY69OLFi+TzeQKBQCl2eb3eJZ3/mj3A6sK2bfr7+7l48SI7d+6kubmZaDS6ap6S5WApsaVorZRMJrnllltWpLSdnt8V/1MUpRR/ij9bLtmUz+f579/+AlmXyU1dWWI3qti2iCVARpCp35mi56d+6u7LYvhEcqKDTNJBLq8Ssbx4AzKP/uH9FR1ANJdiKBaLEY1GS/fvbKu5XyeC+5oH9+pgOddGJQjuXC5HR0cHcHmYeXHzYjXylbmGQmqaRkdHB7quL8vvu9gZV/xPEARUVZ0Rl4rEd/H95dZh63G/zlZ3P/nkkzidzhnq7iI54/f714ww22gK7nII7vnwnve8hze+8Y0LnmPbtm3U19czMTEx43XDMIhGo/MOgK2vr0fTNOLx+AwV9/j4eOkzTzzxBKdPn+Y73/kO8Kv7obq6mg996EN8/OMfX3Btq43iBnhfX9+is4WWg0oJmiYmJjh16lRp7sns+7X477UguKfXXMUcaPprV8uG23piNWLMYtaRxXgaDofLto4sJwe61kl7GetOcBdRJEaWS3BHIhFOnjxJTU1NyUduuR5I8UKepD7B9a4RNNNBzK+Q3ysQ3yqRS1gow6B2K+TVKvTqAq5cElXOIWZANWS0aqBWJtOnk70UZ0RsJPH/3LiSNtlcnkKmgCaAIYBl2xi2gDpsoGRFhD02mYCJnRGxJBHbtHFZInZYQNtqMjGRBH5FLNXU1JDNZunq6kLTNFRVRdM09u3bR21t7YzkazlBThAEtLSO6lCprq3Gsmw0rUAhX8BA5/zJi5w+fZqqqqqKDwmdDx7JTcqWSZ+UUdoLkLcpiAV+Fg2QjzdScyTFsGJRpyTYrOpMmls4p0WQBQ1JsLBFEUkSMXIWgtvGDliYeZGk6GJsr5usS0ZymJwZbsLMytAsIGy2caYKyLV5pKSAYcmMNfmYyPrZ7RtlT/MIQ7KJK9DI8/bcUiKNuru7yeVyBAKBUmK4VNJoPsxFcF9TLm18iKK4pCnepmly5swZYrEYhw8fJhAILPmcq+EVOT2Bmk5eA6Xrshh3ioXe9KGJixV6H/zW5/mdqlEUp0kq5gQEch4FeQS0WgnVZWJpArYNksdG2+bgQ7tfwZGG6yr6e64nVlu5NF0dCpTUodFolL6+PiRJKsWtcDi86ByLTCazblYZVyvKfRYYhlGKA4cOHSIUCgGrOzSpHJRrfzTdWqmtra0iasDpec1cG2jFuLPUDbe/f/R/88ueGH3hRvZL4+hTImqNiSDYZESJhOykaX+emolJJr9bQ/OL0uTqMmQ9KrJu8fk7X8vO+pYV/36LYbrVHPxqkHixRVZV1dJ18uvg1bmY/6RlWdcI7jVCsWZbLjEQjUbp6OigtraWvXv3zjjGahDcsxWVqVSK9vZ2fD4fN91007JEKEWlZFE1Of13mJ4DrbQOWw8Un0ubN2/G6/WWrM4ikQinT5/Gtu15vbsrjY1ilQKLE0yLdbEVxWOLoa2tjXg8zvHjxzl48CBwmZy2LItbbrllzs8cPHgQRVF4/PHHue+++wDo6upiYGCAtrY2AL773e+Sy+VKn3n22Wd585vfzM9+9jO2b9++6LpWC4IgUCgUOHnyJPl8niNHjqyK1dRKFdy2bdPd3U1vby/XXXfdvJsNxXOtpnq5WNcttQ6rZIfbUta6kbHac0oWso48c+YMlmURCoVKtdZ8djzX5pCUjw1DcBeTC8MwlvSgnK5s3L17N5s3b77i5jZNc0nJiw20eIapqk8iSzpTwyHyEy5q7QLxgEWk3oGl2YidBq7+JPKEhiVKCLaNnLGxZAFnrYWaAqN7G+e/X4sxNozDreLyuMh4VAr2ZQGiJIDhEC+31Md0zLSGy6nh8ulIioVdUHDmAmRsgaQ/S21VYEZAc7vd7N27F13X6ejoKF3YZ86cwe12l4qf4qTs5agKwg0hBAQM3UBWZJxOJw6Hg9R4lt037sDr9TIyMkIymSSdTqPr+qru8Hck+vlZ+3nsp3UUS8IK6CgujUxK4bHoFqxxE9NlIYs2bqnAJq+OYdmokoAliOgGSKqEVJAwLAPJBUJBIO50YLgsZLdOXThBnTdJrTPJ1LCfiz0NGJPgfdJEzpsEnq8RcOcxJIn+7s1oPg+79w6j28aMNhW4rFIpJob9/f0l0qj433ITw9mBrrhrt9EfJBsNa/19LUVBkMvlOHHiBLIs09bWhsPhWNY5K10wTi/YirFjvvPORzbNLvSymQxv/eLfEJtUsC04dOMYnlAeLS9TtCN52dZTPHZmL/3nqjG36ag+HUEAIyWxNa0uSG5fDW1ys7HWyqXiIOLNmzdjWRaJRKIUt4p+csW4NVd8v6YcWB2k02k6OjpKvvvT48B6E9yLedvCZQFCR0dHxdqNi+eKRqMEAoF5W8KL5yl3w+3s4Aif/39f4EDNOP3CdciShSzZhLbn6XnMh7xTR9MUYqoLSbCofUmauvF+Yu0uTFPkJa+4nntf9cYV/W4rwexB4vF4nMnJSeDy0LJid0ZVVdWCbfQbFYupJ4tzSK55cK8+ptdXS+2QLXahzOd3vRqD4KYrKovqyy1btrBjx45l3QfFGDQ4OEhDQ8MVvsdFzJcDTbc1Ka5vdh22EXKW4ncz2+qs6N09PDy86uruq0nBnc1mKyI02rNnD3fffTdvfetbeeihh9B1nQceeIBXv/rVJVXz8PAwd9xxB1//+tdL4pe3vOUtvPvd7y7laG9/+9tpa2srDZicTWJPTU2VzjffNbwWiMVitLe3EwwGufHGG1fNanMl+dL0DrRyCPjV6pyFX8WGdDpNLBYjGAyWXYet9YbbRohji2GtY8xc1pGRSITx8XEuXLiAy+WaYR05/Xl7rYutPKw7wT3dSxpYUuApKpri8Tg333zzFcG5uJO11GAWVB1UVcVQVY3nntjNZDaAYYiImohg2Rh1BkJrFvOQTnKLA3HEgdwtgyAh6gZyNEejoeBwVNH5PT/JoTiKU8HM65jpPLLPhVwfABtqanxMaXkygolg2rj8GVyhLJhg2aB4TQS3jp1w45SqOHho6xW7dcU2P4fDwa233oqiKOi6TjQaZXJyktOnT2NZFlVVVSXCW1GUsoPcvqM7adhRx1DXKKH6AJIiEZ9I4va5eN4rjtDS0kJLSwsnT55ElmXy+fyq7vCfTQ5TOF8AHZxVKvmChiTa5HcIxLcpeDM21b4skmSRtBx05waRRRtBslAlGZ/oIZ61wS1iA6YpoFgSLpdMNqQhW2m0hEhvvoqRczUE+wzqI3n0uAgFG9GfJZr0EBkO4PCYVG1KolkSF09tofVI4Yr1ulyuGW0qiUSCaDTKwMAA586dK5FGVVVV+Hy+soPs7EB3zXvy6kC5xVslSaFKDZmc3voGv1JBloOFyKa+yT7+x58+gpB0I1oClmyhIWFoEi6nXjpGkxLnjr1nefTifqRumRROHLLBfdffzKtfeveia7jaCJ31LOxEUSQUCpUUoIVCoaQ4KMb36YoDp9N5LbFaJhbqsBgbG+PMmTM0NTXR2tp6xfWwEQhumF8BMzAwQFdX15KGty2EYvxpaGhgaGiIp59+GpfLVcptQqHQvPfMfGRToVDgzX/zj/RHUrz+UD9jQ7UYiJiWSMJ0ojVKJCMODnQP0t68lZSlorkEEraKy2vg3ufmz3/rvRtq/kVxo70oQDh8+HBptkpvby+KoszozthIa58P5dgDANfyoCViuRYlsPjgz+kodqNFo9E5a7bpx14ti5L+/n4GBgbYv3//sgdxFePG7t27S2S5bdszaqy56p35cqC57JSK51lPzBfT5/Lunk/dHQ6Hly3MKK5ho3lwL7SWStZh3/zmN3nggQe44447EEWR++67jy996Uuln+u6TldXV2ljD+Dzn/986b2FQoG77rqLr371qxVZz2qip6eHrVu3smXLllXN05cbWzKZDO3t7TgcjrI70FbTGrLI6SQSCU6ePIkgCKXYU1VVNW9MnisHWqmd0q8D1rNLZLp15NatW0tz8KLRaMmdoShOyOfzZQ3avpYDbQCCuwhBEJAkqWybi+mKpvmUjcUbc6kBJmvG8foKnD7bzPZdo/zepqdwiRoXJjfxbHoLca8DUbawBRvdFMkN+sm0KlgiOKIWLkll2HJxXcrBpJxDu8kJmoRnHKy8iZ7IIoc82B4FX7WHkOLj0mQUTcrh8OkY4zJ2yEZEwNLBNi2kcdhpb2Yynqaq2o1DVRAEgXg8zsmTJ6mrq2Pnzp2lQKQoCnV1ddTV1ZV226emphgcHCwp8YrBsEhIzKcqUN0qr/7QvTz610/Qe3oQM52nfksNL3r9bbQe/NWUaFEU8fv9NDU1LTqdu6goXw5M24LcZQm8aAiIBQlLEMjViSDauHQBn8NBxsohSP9F4tsigi0iiBaSmqJJqWUyn8Mr+rg9tIfH+gcAE2//EMEtKcSgRWrCR1L0M1HjonZ7jLCUJe1y0KvUYE3qKD05VFEgNVFNqDFH0CpQrS6cME8njbZv3z6DNComydOHECyUGF6zKLk6sViCVY7CaamoRKvc9EQIfrWBuJI1FePV+772DUjXgg2W43JsHUj4mRj0s+3AJKrDQCtICILNvtoxtvmjHD3yKLLsX9L6rzZspNZch8Mxw58zlUoRiUQYHR2lq6uLz372s3R2dnLgwAFyuVxFJt5/6lOf4gc/+EHpWR+Px694z8DAAH/0R3/Ej3/8Y7xeL294wxv49Kc/PYOw+8lPfsK73/1uzp49S1NTEx/+8IcX9cFcb1iWxYULFxgaGuK6666b1/plpVYBK8X0Ymn6+YsDv8fHx2dYqqwE0ztAamtrS3NGotEoU1NTnD17FsMwSnlGdXX1vEMJi2v91Hf/kR+fGyFtuPHYaVTFREDAqZkYtkzUdjEm+bjxbeN0/GUNu7YMUXiBStTwYmVtfv/AS7nzeUdX/LutFopxz+124/F42Lx5M6Zplrozenp6OHv27KrYqFUai9kDZDIZFEVZEaF2DeWhWF+Vu7mWzWZpb29HluUrulBmYzWIoeLxhoeHl231VqyPinlQTU0NtbW1M2qsgYGB0v1UrLF8Pt+8HSZzbbjFYjFyudxli0hNW/L8kkqh3Lb92WrEYm5QVHd7vd4Ztd9SFf/AhiHZytlkq9Qmfzgc5uGHH57351u3br0ir3U6nXzlK1/hK1/5SlnnuP322zdEbnzw4ME1sdFaTndIceBlY2PjDJ5lMVRKWDQd0ztAPB4P119/fUk4NzU1RW9vL2fOnCEYDJbiz1I73FY6v2Qu/P/svXd8JHd9//+cme1VWnWdyqld71027hVDQnEIEELAtBiwSWwntEBC4BvyBYKNafE3oRpMTfmBMRh3jO1zU7nT6dROJ53Kqe1qtdq+035/yLOsdOpa6XTmXo8HD3yr3ZnZ2Zn3vD/v9+v9eq3HfCIT66mJNtMHL1M6MhAIpEkthrH4zIJ3JBK5OMXGOipww9SPupjAMzIyQktLy5yMpkwsi90k6ICdS6q62FXUhyJLKJrIa7a0s1Pv5YEzhxiO5KKLOpGUk+QmER0FXQC5TCAeNCG2i3QckokViaRE0GUdm1+g8DEJEiJRG2gOge7gBCZJwqJLKHGN2JMeEAQkn4r9kjiaBpGjLohLnHL4+frJp9lSU8QH3nEp0XCQkydPUldXR0VFxdxfJ6PbbhRVA4FAOhkTRTEdCH0+3zTDTyPI+UpzePs/vonQyCSKrFJQno/ZMvflM5c7t1HwFgRhGrt7sQwQgE2uEp70tZAYT5EKaOiaCJINmySgHhZwFguYBB1NNIEugS7hNFnxWZ0EkzHiegKTEOVQXhVvKNrNwNkoarwX5XQf+YdDYNHxP+ch3mlCd8YR6qyM2twEJ824fjvOhu4JlJQO8SSaFbQ8C+H6QtxXgBxZWtK8UNHI4XCkWRA5OTnTrvWLDO7sYK0fvPMlWKqq0traSiAQyFpRyNjnShKtzMJSNhZZqWSS//vkP2HK7UdCIRrcjagIqBYNQQABgYDfR0NuLbZTMgUVk7hzZHRdIB6x0jp5KZcvobh9oWI9JV2ZEAQBj8eDx+OhqqoKWZYZHBzkk5/8JPfffz/f/OY3+eIXv8jtt9++ov2kUine8pa3UF9fz7e//e1z/q6qKq973esoLi7mueeeY2hoiL/6q7/CbDbz+c9/HoCenh5e97rXceutt/LAAw/w+OOP8773vY+SkhJuuOGGFR3fasHQokylUtTX188b15crFZAtzNS2hanframpCUVRqK+vz0qzYzatSZjKGwsLC9OFpnA4jN/v5+zZs7S3t+NyudL5jdfrTX+uu+cMd/3Pd5AnJFIWNzoimgyKJuDzhvAOFhCIWghhpcucT9xhpvKOMM7xFOFBja2by/m7W/5mxd9rtWEUqTKfc5kyaXV1dbPKqBm52WwLqPOFhYpLRpN/vS+mXy1Y7PrK7/dz7NixRU+jZbvAnUgkaGpqAmDPnj3LLm7PpuEPs6+x/H4/fr8/7WWRn59PQUHBnNMSxjkZGxujtbWVuro68vLyluVfki0sp/A5MzeYi929GBIPMO17rwcsNgZdxNKwVr/vUhjcmRK427ZtY8OGDUvaV7Y1uOfKgTKJc8bz3Ig/3d3dWCyWc2o8cx3vSv1L5jru9Y71RCbKxExj8RMnTiCKIiaTiZ6enmnSkYb03EqabGtJKvrGN77Bl770JYaHh9m9ezdf+9rXOHTo0LKOezac9wL3zKR7vmRJ13W6uro4c+bMguL+i93mbHBKPryCh61FTYyFPDSdqqarbQNqTKKsKMCmbX5GArlwQsQZSWLxyUTqzChuEUHSUYqhcksf12w4RaEUZWgyl9/1VXKqOI+zV+qYnvSgOs2IooCu6sTkFIqiYhVMOD06utnEqN3CYI8dXQTnxiQFFX5E5zhawkpLR5D7f6ayvcrM7t270wZDi4XVaqW0tJTS0lI0TWNiYiIdCFtaWqZ1/oyFqRHkcoqnEkMdDUVRpgW5+YJYpju34SYbCASmyXQYjKu52ENxReZUJIADO65RKzE1PqXjIumgiVh7dXSPjlaXYDwlkRStSCJYRYliWw4+swNT3MVAaIKSgJvCEZ2v9j/CpM9CSE2hSg7Mo05KWvsoaB5nrNOGLoioz1kJHykjWuojkS9itYaR8lXEsA3huIwQjGP+3QiJzYW4Ds7OFlsMZisaGSPFbW1tyLI8TRJAVdVpY1IX9W8vDMwVk+LxOE1NTQiCQH19/ZzMw+VgJSaTcyVVy0XXwCA/6f8oW2uHsEkyoYgVZsmRTBMWXu6sYqzCyd7kADnWCFHdiuy6mr++8ZY0s2kprIL1mMDMh/WkPTkfzGYz73jHO7j77ru59957qaqqyook1T//8z8D8L3vfW/Wvz/yyCOcPHmSxx57jKKiIvbs2cPnPvc5Pvaxj/GZz3wGi8XCfffdR1VVFV/+8peBKa3JZ555hnvuuWfdFLgz789gMEhzczM+n29R5meZ8m7noxA5m3lbY2MjXq+X/fv3r1j6YiZrcr4YlPkMzWysj42NpWNrfn4+3//V9wh4ddRxF0mLDR0BQYGUYCOUclKQE2HDaAA5KDGoOfC77EyKVrrEfESPyPf/5C8o9fqQZXndj/EuZuE2U0ZtYmKC8fHxaQsoo+B9Ptndi5EHcDgca3hErw4s9/dczJqtp6eH7u7uJRWIsim7NDExQVNTE/n5+USj0WXFo0zWJCzMJrZarefcT2NjY3R1dRGPx8nNzZ3GrjT20dvbS09PD7t27ZpmRLiQf8lq6uau9F6fi9199uxZOjo6cDqd87K7M4tq6wELTZHEYrGsEVMuIvswahUL5daGnFIwGFz2xEc2G3WZMWihdZjdbqe8vDztxWFMuLW3t5NKpfD5fOfUeGY7dli8f8l6zoEWg/VKJpoJTdPwer3pye5EIpFuIJ44cYIPfehDhMNhHnnkkXTcXQrWilT005/+lDvvvJP77ruPw4cP85WvfIUbbriBjo4OCgsLV3iWpnDeC9yZMJlMc0qUpFKptLtufX39ogt5y0mUBEGg1u1AUwV+8exhRhsKEOIAAh29LkwvbcASTZEyCZhEEVuPjBSCSJ0dISnhiycpq0lSUTmBx5KgvGSC7QVn+WHrQZqdJYgFdipKckkkE+i6mcnJGKogYPZYMNkFego0khYBkiBYFSYtJlKhHGqsUUzOOOquKC+3yrx997vJ8+Us6bvNhCiK6W76pk2bZu38FRQUpIuqhqb5bEHOWIguZp+Gm2wmo9woeBvsIkNP02w288RwN/f//jnCT49AbwJV0qi7LkzZjjEs9gShPi9nTlXQVmsjlPAgigIIGpIok281EY+ZeLYvQXhSIzlhZiAR4YXhAHkvBbFZLdRc42DH9S9S7gsQP2QiFLFi6k9y9PuljB3TcT3XR+JACfZLIlTvniDHnQAdxoftDH/DinwshXBSp+5DeSv6PTJhNpunMdOi0WhaV72rq2uabpPX6102g3t8fJzbb7+dBx98MK3ddu+99857jyUSCe666y5+8pOfTNN5M8bojx07xv/9v/+XZ555Br/fz8aNG7n11lv5m7/5A+Ptqaee4qqrrjpn20NDQ0sOyhcSZmMQjI+P09zcTGFhIdu2bcv6g3a5iVa2i9sA3zz6f6jfMwzAaMIFItgcUWIWN6IsoJt1EEHXwDxsp3+ylK997bPYTGZMiNMSvaWwCi4EFsFMrFdWwVwwRuO2bt26Jvs7evToOfIdN9xwAx/84AdpbW1l7969HD16lGuvvXba52644Qb+9m//dk2OcbHQdZ2+vj46Ozupq6tbtBalcd2fLx1u457TNI3h4WFaWlqorq6murp6xdfufKzJxWBmY/0XLz7Ko8/cQ8fwRiyuFGJSAQsIgoaY0ki5bRxtq+CanR3UbhrANxqheMJHJG7DbJN53+V/yv6tl625SdNKsFiZAQOZOWFtbS2JRIJAIMD4+Pg0k2wjJ1zLpspi5QEupJh5IWO+9VWmR9JSC0TZKgydPXs2zYaurKzE7/cvebsrzYEy76fNmzcTi8XSa6yuri5sNlu6+B6JRDh48OA54+ULFZtWUzc3m/fSbCQeI7bM9PUw2N3rSaLEeB6tlUTJRWQfmffQXNdUPB6nsbERk8k0pwTuYpCtOJaZbyw1BkmSNE3uIhqN4vf7GR4eTjeYMifclupfMlcOZPy3gfX+TL5Q1lozcyCbzZYmrG7evJn77ruPt7/97fzkJz/hE5/4BL/97W/PWf/Mh7UiFd199928//3v55ZbbgHgvvvu46GHHuI73/kOH//4x5dzas7BuihwG8XRuZKlUChEU1MTXq+X+vr6JXXglxNgQqEQQlCkI1rOyMl8pLiOYNcQJdBVnXjcTLzChubU2FM9yN6aM8h2lYGYi+PPVpPwW2gYLaPtpUL+/PWNFJSGKHSFubGylRNny3Dk2PH5nEyGFHRdJx4X0QUBRdUJyWbEYRmHSUd26Ah5CggCqZSF0KRGgVNBsqnodSEwz++kuhwspfNnJB+qqhKLxYhEIvh8vmnMSuM3mA8zGeWGNqTBHvLbRX7U3ob0k1FMUR3dIrD99WeovsKPKIooqoWKw35yLwkS6NtCWCgmJWqkNIVw1EQ4InBaiaIBFlXHFNSRrCaiZTbMuo+iswO86c8exRxL0PT9fPpecCGYwLbPzmXv6eP4C6VYfFESWxLkVCWQRJ1k0oQg6BSXR3B/zETXBwX25lUhSauThAmCgMvlwuVyUVFRgaqqNDY2IggCXV1dfPGLX+T48ePU1tbS0tLCjh07Fh2s3/GOdzA0NMSjjz6KLMvccsstfOADH5hX++2OO+7goYce4uc//zler5fbbruNN7/5zTz77LMANDQ0UFhYyA9/+EPKy8t57rnn+MAHPoAkSdx2223TttXR0YHH8we5iWx17xaL8ylRous6/f39dHR0sHnzZsrLy1fleJYaB5fCmlwMjp54hlODL+D21JJfOYldSjGadCEggggbdoToirjRJ52ISREEpvS4LRo3XF6BxzKdZTCXZtxCrIILIYHJxIXC4Daw1ou74eHhc7SpjX8PDw/P+57JycmsaYWvFIqi0NLSwvj4+LKkiRYr77ZaEASB3t5eBgcH2bVr15x64UvBUlmT82E8NMadP/wSnsownHWimE2YdA1NVTAhY1ZEFKeOKWFmyFzCQw1m9tQMUpQTojo3Qkqu4aNv/XJ6e7Mt9GbzL1kPzKaVMpNsNts5JtmGlMnJkyeneavMpTWcDRjneqHi0kV5gLXDXGs2w5DNYrFwySWXLHmaJxuSap2dnfT397Nnz540G3qpk2yZ93O2GvwOh4OKigoqKipQFCVNWEmlUgiCQHd3d3qNNZ9/QGYMWo2GW7YY3PPBbDYvyO421gZLbdStBjLN1edCNBq9qH+7DKylRAlM/Zaz1ZICgQDNzc2LllOaDyvV4F5pg3+24zHqCBs3bkw3mAwJKcMo1yA1zhW3l9pwWwtt9ZVgvRnZzof5mvwWiyUt8fH000+TSCSyng9lg1SUSqVoaGjgE5/4RPrvoihy7bXXcvTo0awd67oocBuYzWTSMCisqamhqqpqyTf3UhncRse/puY6Hu2aRJwUECwaiJBw6rhqQ1RV+pElkcmYg6qKES4t70VSZZpGiim6MUxLopjhR72kXtb48UvbqKgIc+j1g+y4YoS6KoHwoJ3JUIzgaAI5oSMrGoqmoVlF9EkBiyAg6AImk07KK4JbwGlNUFx4lvycMKCjaBb6tQ7yOLCk87HUczdb529kZCStD22M2HV1dVFYWJh2JV/uQi9TS6q2tpZ4PM6/nfgd2tNBzGEVPd+EuzhB+aXjnJwo5mR4A1HsOMwyW4sG2J03wFllO5oAJwMhdC01VShTplihKQ9YfBKmsICU0ogWW9h97Rl6Rn38+r+3kAwKeM0TuEZCxF+AyatcVL4jSp+aT0y3YkoJJPxWzg7l4cmJUVgcwOVNUfCnDq44smvVfouZkCQJURQpLS2luLiYz3/+8/z1X/81o6OjHDlyhNe+9rX813/914LbaWtr4+GHH+all17iwIGpa+lrX/saN910E//2b/9GaWnpOZ8JhUJ8+9vf5kc/+hFXX301AN/97nfZunUrzz//PEeOHOE973nPtM9UV1dz9OhR/ud//uecAndhYSE5OTnLPBMXHgwGt6ZpnDx5ktHRUfbv34/P51u1fWZOWCwUQ7OZVP3vS48zMnQf26vH2Vql8FRXBULhK0XoDF2Sgzu70RToay4glXShayKSJHPZoXw+9o6b59z+YlkFxvGv90RrJi6UpAtIPyMWKnB//OMf5wtf+MK872lra2PLli3ZPLx1jePHj5NMJhc0X5sLyzFOyhYUZapRPzIywpEjR7KyuM/m5Mi7Hr8HxzNniJdbKIkqBFMORF2n0BPkjNeHJxYm6bBgFVMkLWZMcRPj1iKe7CnAKgn85ANvpaJo9qbrWpo0LRfZLAxl5mfAtOm7/v7+ad4qPp8vKzJFBozYvZD+7UX25NKRTYmS0dFRjh8/TllZ2ZIM2TKxknimKArHjh0jGo1y5MiRadfDYostmQ3+xUgCLBeyLNPT04Pb7WbHjh0kEolF+QdkYrYcyMjfVtJwW+uJt9nY3ePj44yMjADw+9//fppv0/kwkjWuyYtNtgsXxj00M75kTtBt2bIlLQGxEqxEgzubDf65MLPBNDk5ydjYGGfOnElLky1klGsc23wNt1QqhaZNydqutwk3WJtmXraw0ARJJBJBFEXsdvuq5ELZIBUFg0FUVZ31Pe3t7Vk71nVV4M5kIRnFn5GREfbu3btknWkDi02UZuv45zSfQsCPKOpEyzWOXNfCsD+Pl4dqUWURmytO/JREiTZKzkSUE7/Iof9UEbJmxyvpROJmNEuKwV4nT36nAtDYe2QjXS0Src0j6IqO2SIhAIIKYnyqyK1ZQVRAVAUsZ0xouxPsrOnF7ZiSxUAQsFuTPDfx/6GFXLS1xxkLRikr9HD5nmoKc7N/Uc/W+RsfH2dgYIAzZ84gimK6G2h0/rLBKrDb7YzHk5gHUohuC4JJwlcRoCtVxLOhWnQELILKhGzluaFqNueO4banGI8LxBUVmyShqqAKAhZBJCakSObqWKMCggq6Vee4XklLywa0Wo28ijBSrodUtwP7mQRnWj0MJzyYNijkm8N4rAl2berDXdvCs63bOdVZxu59pynYambXFWszlm8gM9Bt3bqV6upq9u3bx9/93d8xOjq6qG0cPXqUnJycdHEb4Nprr0UURV544QXe9KY3nfOZhoYGZFme1qHbsmULFRUVHD16lCNHjsy6r1AoNGsRd8+ePSSTSXbs2MFnPvMZLr300kUd+4UKURRRFIUXXngBXdezZsK20D5h4WJHNpOq432d9Pf9B6/ZNUJclhiPWinPmeRYMA/FJ2ERU6S0qQKIIMKfXnqME7VF1Od+gBJ3KZtKdyxpf/OxCsbHx9Pf70LQzTVwITG4E4kEmqYtWOC86667zjEbmYnq6upF7bO4uJgXX3xx2mvGgtiQOSouLk6/lvkej8ezLtjbANu2bcNkMi37t16KcVI2YYzyAuzYsSNrxe1ssCb/++hvuWfkBS7XB+hy5CKYBASTiCcniXRWQ4mYUV0mIpM2fLEgYZsbUdLQ7SI2QeOte7ZzqLSQzpbjDHQ7KCgoWNEY70pMmlaC1Ry9nTl9N5u3ilGU8ng8KzqOxbAnY7HYRQ3uNUQmKUnXdbq7u+np6WHHjh1psstyt7vYhnwmotEojY2N2O126uvrz5HPWQyjMtusybkQCoXSsnSbN29GFEXMZjNutzttzmiwKzP9A/Lz88nLy5tVGiibDbfzXfQxm80UFRXhcDgIBoPs3buXQCDA0NBQmt1txJb5YnI2YcTShWLQxSbb+oUgCOfkS6qqcvLkSfx+/7Im6ObCSqQhszU9u1hkGuVmSpMZRrkmk2maUeVcSgqZMUVVVXp7exkdHWXnzp3rcsINWNUmQraxGB+SmUbbf6ykonVR4J4pURKPx2lubkbXdS655JIVLUIXw+CWZZljx44Rj8endfwv334Fz7kfQk6lKDt0mie7dhJ2mNHzdFydKvbHBFJJDz/ZfgTr9gSuNyWxCCq0p4g+4UKIm9BVE0pOHDUu0PCrWv5saxUx5yAdio4ejCHEVEyiAA4TitOCENPBKoBJwGyRUBKQ55zEaU+SjFrQYlbMLhmvzcqZU/DEM78H2YqjMMTxcJKnunO4/bo/YXPlykeE54PZbEZVVSYmJti+fTtOpxO/309/f/85nT/jfC7EKkAQSKkqVklCEASGzwR46AfPMf77NoQRBc2iIpntKJqZtskCEHTcJNEFAWw6KZNIRyIfq+zHpFsAYUqWRDIhC6AjIOoCiklHNQkoFhMCGsdGy5EFDUehQmpYIP4tFSVlZqTajTAuYXtOQ9yhEajJR5NFmrxJDtZ1cM2OY8QaDjEx7ua6Q/uxOtaWUTAz0BnsSavVuuju8/Dw8DmSICaTCZ/Pl+7GzfYZi8VyDuu6qKhozs8899xz/PSnP+Whhx5Kv1ZSUsJ9993HgQMHSCaTfOtb3+LKK6/khRdeYN++fYs6/mxgrRP4aDSKoig4nU62b98+bzc2W8hkMM+3oDEWQ0bxZSX4wv/ez3uuDJJSRMLxqXvDa0vS/UgBBUUhatxjqHoKTRexSgqBpJNa2+u4YvP1K9qvASPRGhoa4uTJk2zduhWbzbZumJWLwYWiCwdT1zWwIHvJmArKBurr6/mXf/kXRkdH03Hs0UcfxePxsG3btvR7fv3rX0/73KOPPkp9fX1WjiEbsNvtK2JgZ9OUbbEwfAOKi4uRZXnFcSxbrMloLMoH7v4CiSoVS64Z57CKbhHQFJGQ00yONYlZSTLUk0vN1lHOmnOJRpxYownssoYjz84P/uaj6QXcXGO8Rn6z3DHetTJpWqvRflE811vFMD8aGBhIs7uNotRS2d2qqi54ji4yuJeP5RhRG4UiWZZpaWkhHA5nZYojs0m02LhiSAts2LBhTub4QozKtWBNwhTL/cSJE9TU1FBRUTHr/TnTPyAUCuH3++np6eHEiRN4vV7y8/MpKCg4p6BhYK6G22Il3Yy/nU8YtYHZ2N2BQIDW1lZUVV0TdvdCHgAwFYMuMriXjrW8zjLzpUQiQVNTEzCVK84lC7QcLKfAvRq+R8vBTGmyYDCY9g0wjHKNpv9sTWVN0+jo6MDv96d9BVZLTmmlyIyD6x2L8SGZ+TxYb6QiSZKQJGnW92TTf21dFLgNSJJEOBzm6NGjFBYWsnXr1hUvmhZiNkUiERobG3E6nRw5cmRaV/xIbTkHL6vlqZNtjEZzCLvNoEGdP8h1rh4cf67QG8rj5a5KQie8jLcDRSqCpCNvt2A+o+LoTyKOC6RsEpNDZmJjMRyWXMxDnegJGUESQdURAgmkuIJQ4cXjcjCRjJNUVXTAio6/OR//iQLUpIQggaNOY0AT0UpjVJYPU1gwitWsoCrww4Ez/F3JXXgtOSs6d3NB13VOnz5NX18fe/fuTbNyvV7vNNNIv99PX18foihO6/wZDxcjyYqmkvx3dzsPP95I8nSQvBw3r73mAMf+XyOjA0GcDjNxi4Ae01AHYwz0eonusuIwpRA0EdkmoZhEBF1D00RkNFJCAkwiumKmwO4ghsZ4PA6CgBQ0ETEJIIDZqmIVVXTNTKTfQUQHrlMgJ45mF9BMAgXOKJW2SVyKyuS4k7NdBTx15gAl102yr+o0L4/s5FDZFatyrufDTA2xzNG4xXbs1gInTpzgDW94A//0T//E9df/oXi5efNmNm/enP73JZdcQnd3N/fccw8/+MEP1uTY1hr9/f3p875jx441e5hnMrhnQzaK279+6Uke++WDiCkJTRWxlySwWxQS8vTHzJ9d38ovHtpM+EoHhd4QZlHFP+HCHNjHu264Zelfbg7ous6ZM2c4ffo0e/bsIS9vygDWeB6slUnTSnAhMbgjkQiCIGSVQdnX18f4+Dh9fX2oqkpzczMAtbW1uFwurr/+erZt28Y73/lOvvjFLzI8PMynPvUpPvzhD6cXubfeeitf//rX+ehHP8p73vMennjiCX72s59Na7Zd6FjrAnd/fz/t7e1s3ryZiooKAoHAutCa/Pq//yu/PpmkZGecIYsHq6BgsuswIKLmaUTjJlxFMluFYTq7Chk8no/m0CgumkC3waf+/CPUzWgOzzXG29fXR2tra7rQtNQx3qWaNC0X50vmyGq1TivQGfq6huzgTO3uhY5xMcWliwZvawtJkojH4xw9ehSHw0F9fX1WZGkyGYAL/eaZ0gJbt26lrKxs3u3OFafWgjVpHGt3dzc7duxYtN9MpjRQXV0d8Xg8bVR5+vRpLBbLOWus2bYBC7O7jfwv89/nE7M1+Q12d1FREbquE4lEprG7HQ5HOrZkk929EHvSkGm7qMG9vmHEgWAwSHNzM/n5+Wzbti3rZKOlanCvxExyNSGKYvp+2rx5c1qudmxsjM7OTux2ezr+5Obmous6x48fJx6Pc+jQoXTTYL6G2/lch11oDO6lSiStN1KRxWJh//79PP7447zxjW8Epq6Hxx9//BwJ25Vg3RS4jYdUMBhk27ZtWdE/gvkXfiMjIxw/fpzKykrq6urOfYhKEp96x3VIv4OfDx8HDa709XBZSR+dyVz8JolESYrc6jFiZhPJiIVQrwdNFRGLFBIuE4kCF97WCLFcC2arQNnOzfz+4SdQRoIIko41xwtuE2pcRogpmOIKuXYbgVQcRRQQTSJjL5ejRmUcuorNrhPIE+mzi2gimG0KXVEnZ5Pl7Mv3YzcnUF1j/Grox7y94gOIQnYDtqZptLW1EQgEOHjw4KyLiZljqxMTE/j9frq7u2lpaSEnJ2eaicq9LzzDC198AnN7CFHVGRc0fhM4Rv5boNwrog26sT6Xw0BDjEiRCVkXSUZMmFwKFrvGVP1MR0JEFyTMkoiqq+gmDUERkWNJbKKI1SyghSTQRHSnjmRT0Ewaok1ma+UQySEzXWdLUZIitlYdUySFuzTBrtcOYnOr6Drkl4bYUO2n8elN/L5pJ68/0MCu3IPkWyqyep4Xg5nJViwWSydWi+3YFRcXnyNnoigK4+Pjc3bSiouLSaVSTExMTGNxz9Z9O3nyJNdccw0f+MAH+NSnPrXgdzp06BDPPPPMgu+70KBpGu3t7QwNDbFr1650oW6tkJlUZCJbZpJ3P/pDzj7RhBx1IIoaoqgzodiIpUy4LalpRe48d4KP3Pwyz7S8kYH2UmrLC/nYdVet7AvOgK7rdHR0MDIywoEDB6aZmM4sHq1XVgFcWBrcxmhuNpPyf/zHf+T73/9++t979+4F4Mknn+TKK69EkiR+9atf8cEPfpD6+nqcTifvete7+OxnP5v+TFVVFQ899BB33HEH9957L2VlZXzrW99Ku3mvB6z0nK1VgTszjmX6BqzETCkbrMmW0Ze570s/RLYreF0+dJMAiMQRCXkk8s4mCFabmQg50L06hdVJqkyjmBVIJUxsq9nEu/7kjgX3M3OMN5lMpgtNSx3jhcWbNK1kobcepkBEUUyft+rq6rT8wvj4OMePH0fX9Wna3bMxMBfD5o3FYhfZk2uIZDLJ0NAQVVVVs66hlou58pWZyPQxWYy0wFws9WywJmNKkvFUFLvJQp7l3HWRpml0dnYyMjLC/v378Xq9S96HAbvdTnl5OeXl5aiqmmZXdnR0kEwmp7Er55qAXkhOKZlMAkwrdJ8vduV8+xUEAbfbjdvtniafOZPdbcSXlTB0F9NwuRiD1j8kSWJ4eJiBgQE2bdo05xTFSrFYDW5jHZYpw7XU49F1nZASR9YUfBYXkrB696rT6cTpdFJZWZmuF/j9flpbW1EUBUEQsFgs7N69e16jXFgf/iUXEoN7oTxoNgb3UrBWpKI777yTd73rXRw4cIBDhw7xla98hWg0yi23ZI/kti4K3MZJnJycJC8vL2vFbZhdgztTK27nzp3zUuJNksgb9+zkp4+0kCPGOeA+y6RdZbv7NDrgD3jRe010+QtJekw4dk4gSIAuoKsQa3cSNjtJuQER3ve1n2Eam8A1PIpYKiJfH0fca8VkEtE6JZRmMx3j46gCWESRQp+LkfEIsihhM2uoDpgoAlQdU0TAalURJI2IbOb0pJtdeXEKrEE04Tf8avh5Smx72eR6M15zBf2BEM+0nSEUS7CxIIfLtm7EaVs820JRlLQZVmZXbqHzbyQXmzZtmsY86O7uZgyV53/yItbWCQSXBcEqsuEdYbyHp6RHBEnCtNOPqSLO6KEawuKUfItgk4joVpwi6HoUSZBQNAGHyUyVOwdZUwmkohRY8/BHkyRQKDDZiHZPIErjSBUaVotCnXmcqytPE+628fSjtWwYHEdIpdixqx/XFTKpUgvihIC5XaRf92GtC+PxJKndOcCplyuY2JzHa2vPz6j7zGQrczRusR27+vp6JiYmaGhoYP/+/QA88cQTaJrG4cOHZ/3M/v37MZvNPP7449x885QBYEdHB319fdPG/ltbW7n66qt517vexb/8y78s6jsZ7tVridV+qCWTSZqbm1EUZRrDaSE2SDZhfMfMZCtbrMmkInPqqUbMcRtmi4xkmtqHI0en7XQul+4YwmNPEkmasJo0chxJTg97+cgbb8NkOldHcqVQVZUTJ04QiUQ4dOjQghJXsy30smHSlA1caAzulSRWs+F73/se3/ve9+Z9T2Vl5TlsgZm48sor02Oor0asRYE7lUrR3NyMLMvU19dPY+qfL63JVCrF/3nudibazBQ7QpzUypDMgAb2lMKoZqZf8rDjinFan8pHPwDRiJUzKStWj4xTtfGFWz6+7GKT1WpdcIzXKHjPV/SYGYOy2XBbK4mSpSBTfsFgxQcCAQYHB2lra8PlcqUZYx6PJ53HL4bBnS2m0h8bliJRous6XV1djI+Pk5eXx6ZNm7J6LEYsmC+mpFIpmpqaUFV10T4ms8WplbImVV3j6bEOnh/vIqwksIomtrpLeW3xbtzmqWNSFIWWlpY0ozGb3g+SJKVjjMEg9vv9jIyMpNnMxt9zcnLmlG4xtgVTRdqTJ0+mva9mFrnXcw40F7t7eHiYzs7OFbG7F9NkuzhFsjys1TNK0zRSqRSDg4Ps27cvPdm5GlhMXjSzwb+cCdpAMsxvR1roigyj6hpFVi9XFW5jm2fDso99sTCZTBQWFlJYWEg0GqWhoQGTyYQkSRw9ehS3252WUprPh2Ohhttq+pdkS5ZztWGcl9U0uV0rUtFb3/pWxsbG+Md//EeGh4fZs2cPDz/88DnGkyvBuihwt7S0oCgKGzduZHJyMqvbnrnwMxKNycnJRWvF1XkLsIkm9uUNMiEIVHpCRBNWXmraQkPvRpJxAV0G1WlBCOhIbhmnK0GeL4Q5T6TPY8bkUBHNGjFA3GaH4lJ8+6IIhSJ6XEXQQdqlI22aRHrehQcnXpcNkyQi6CAKAnHVRNyeRAqasI+aEGQBYUCCQhlTicJEykJFbj9OSxIEEVVLMRB/lkCqA2H0/XzrkQ6iCRm3O8yG6CCNEwI37bic7XlXYBbnL1Ynk0mampowm80cOHBgVoMTA5qu03D2LM/1D6BoCpeVj7Hd14tJFIkEdtL6mEBoLExxVQHJcg3p5TF0UUA3gWkT9FaWMtrtRVch3xZlsy9Ao1xI1KNj8oPLZUG0WhmLxRkKikhmM0LAjDApofVFGO3rwCQp4HGSLHVhE0UqCnK5auMQ0dc/hs2n0DuRx9Fnt9Nwtpzmxu1Ubhlh87sHEH+hsuemAdpMG3DLSbRhG03hQpw1YW7Ma6PpqTqS9Sq5BWHMJgVT4lKq8rNjSLEUzAx0RmK71MRq69at3Hjjjbz//e/nvvvuQ5ZlbrvtNt72trdRWloKwODgINdccw33338/hw4dwuv18t73vpc777wTn8+Hx+Ph9ttvp76+Pm0weeLECa6++mpuuOEG7rzzzrQ2tyRJ6QXoV77yFaqqqti+fTuJRIJvfetbPPHEEzzyyCPZOk3nHaFQiMbGRnw+Hzt27JgmmaSq6rz3UTZhPLyNfa+UNdl+5hRfuf8BwkMasVqNKh1SqojFpqTfk9sPT0UqMZs1tm0cJ9eZQlZF2gd82Ey3rEpxW5bltH/DwYMHlzwuvZ5YBcb+10KjPRuIRqMXDd7OE1a7wB0Oh2lsbMTj8bBv375zmMnnQ2vyo7/4f8T8L6NtF/E35FC4IYAgCIQCEvlFAh5LkmDcQpctFy1HoPr1QcRTEsF+K4obrt91OTdd9adZkVSAc8d4Y7FYeoy3q6vrnDHeueJGthtu630KJJMVb7C7DQZmS0sLuq6Tm5u7qN8pEoksWkvyIpaHVCqVHj8vKytbsm73YjFfTAmHwzQ0NJCTk8OOHTvmnJSYiZk50EpZkwDPB07x8Mgx7JKFAoubuCbzwng3cVXmnZWvIfUKwcFsNnPw4MFVzfkEQcDlcuFyuaaxmf1+Py0tLWiatqB/gCHbmZ+fz9atW6edp/ORA60kfs3F7h4fH0+zu3Nzc9NxeyHS1kJNtlQqRSqVuihRsk5hkI00TWPTpk2rWtyGhfOibEzPJlSZn/QfpTs6SoHVg0kQ6Y8H+PnAC7yz8jVUOxcng7RShEIhmpqaKCkpYdOmTQiCQCqVShMaGxsbF2WUC2vvX7IeptwWg8UYba/UA2AtSUW33XZbViVJZmJdFLi3b9+OIAicPXuWYDCY1W1LkkQqlQKmFuBNTU1YrdYlacXZJDNvqd7N2YlOinPHkRWJvqFCnm+voKLlLNftHqBmc5iJuIXfhGt4Wa0gOOFmctJJWeUo+aZJkqoJjVdYlHaIu1z4TRbyxqdkOZA0UExI+Rre2ji+8SIEBDRdRxQFRAVQRcRROzZVR5cAEdAEGLIgJUWqDw9iNydRBTMSIjbJSzwm0R+J8utHXiKh2SjaPkp5ZQcbHEFEQaU53M6Y/hSvyft7bGIuOgkErAivjLe0j/j5+cvHOXZmkCKPlbdd4iWun0DUtyAJ57IQNF3n3udf4FddXaiazPt3PEKB1MFkVKe/MZfvf/plIhN2BMGJDjg3eBCjCqJZRHOYGLykmFTYgqRP3cjDCS/+YTeKQ8NmklGwoFrMBCdT6JqIDMgxG5IMeU+fxfnyCCgaig4SARL541hev4Oq8mcp2HqcXZ4wuWKSgGmMoK+QZ8ZzEExmeibzmVAFxq728HywBjMaNknhqqJuPr3jcb7++JX8Zst2/vxIM490bcO3ZYIKn53Dhdes8ApdHoxAl5lsLbdz98ADD3DbbbdxzTXXIIoiN998M1/96lfTf5dlmY6ODmKxWPq1e+65J/3eZDLJDTfcwDe/+c303//rv/6LsbExfvjDH/LDH/4w/XplZSW9vb3AVDJ41113MTg4iMPhYNeuXTz22GNcdVV25SoWg+UYLC2EwcFBTp48SW1tLRs3bkw/QBfDTloNGMnWSpOqu374rww9EyM5agVdQq1NoOkgCFP3v/jK9iyKQPGQwLOWCp7rKKfIFSWlu/mHt3yCwlVILOPxOE1NTTgcDnbu3JmVwvD5ZBUY+1yrJshKsdLRuD9mrGeJEkPKbePGjdTW1s5pZrZWWpNtbf186sl/Z3LCwo03BjgdK0SVJSQR3KkYAcWBFBcwm1QqhQijqo1T9jx6xBwsmxQ26jncUX5VuuG4WnA4HFRUVFBRUTHrGG9moWkuU7RsNNwulMWbAYvFMk3z3NDuHh4eJh6P8+KLL6blBmYyMC/KA6wujEaX2+3myJEj9Pf3Z52UZGCumGbEo+rqaqqrq5d0bRuSAdkyk1Q0lRfGT2ERTRRap2TQrJIZsyDRFRmm3d+Hv+0MeXl5bN26dc0bTTPZzJOTk/j9fvr7+zl58iQej4e8vDwKCgpwu92EQiGam5spKyujpqZmGqtxJjljrSbcshm/Fsvu9vl8s7LdF5q6NIy2LzK41x+MAmxubi6CIKwJcWS+dV62zCTbw2c5EwtQ6SjALE59J4dkpSc2xkvjp9ekwD02NkZLSws1NTVUVlamX7dYLNPkamca5WbK1c63dphvHZYN/5L1TgIwMFvdZyYuTpD8AeuiwG2xWNKdUeNhmS0YSZLf7+fYsWOUlpayefPmJV/Md+67nHtfakcUTqLrAi+1V7H9WB+f/ngzRaVxBAHQ4bL4CN87EeJnk9tRYjqJH+k4W8I4VRF5k53wJS5Sig1Bh0TYgT/hxps7jrUsittlR5YUdHeUidMhbDYrZpMJm2giElVABy0BZkAzg+oB0SSgKRpi0EQBSSQJVCARyucXRzfSN+AklRKIiyrq5iATDoXOsWrsksJB9yDl9hDjlm5OTnwOtziKrI1iEn3k2W7m9OgR/vmhp5mMx9lUPMLVe59BliZpDZhwWQoodb4Hn/VGNPkxVPkxdD1Kf7SOp3ttmEUP11ac4WBpF89GK2hP5DMSsyFfo+JqiGKOu1EVB6H+CUySiJpQCNfkkTBbcJhSqDrIJhFNVImrIsgSdlMKq9vGZGrqGpFEAVXWEXTQrDp6KokugO62gA4mXafuz0fZ8db/wWFPcjqZxxM9m6nzjdJzuoTnOjchyCJ6AhIRByPdDjSXismjIRUryBaRhwa3YDXJfPDKp/n0Y69l+AYH3qSMHCrgdZvqMUnn5xaaLdBlanAvBT6fjx/96Edz/n3jxo3nFH9tNhvf+MY3+MY3vjHrZz7zmc/wmc98Zt79fvSjH+WjH/3oko93vUPTptyjz549y969e9NjnpmYTTpptWEkWytJqu7+5U/wt46THPUiOVREs05yUCJs0cmxKMgJM2abjCgIqCqIKTOlAZ0vfOaLq/StphAOh2lqaiI/P58tW7asSrKy1qwCYx8XQuIFFxOr84nVKHAbZtKnT59eUMptsQXulbAmFUXhI5/9AmeDMZJ7LUgJFZNVR44J5JZFick55Cjj+Aod9J10s2FzFElWqbSH0eIgKiJ/Vn4ZtVV1WdULXgwyx3iNoq3f7083QVc6xjufSdN6lChZLARBwOPx4PF4sFqtDA8Ps2HDhln1dS0Wy4rHc+fC+Pg4t99+Ow8++GC6sX/vvfcuKt7pus5NN93Eww8/zP/+7/+mTZXWGxa6RoaGhjhx4gRVVVXp4udqNtZmxpRMacldu3Yta5TZ2Ga2jNwiapKwksAlTW9QOSQLA2E/L55o4vLKXVRVVZ33ezBzUqKmpmaaf8CZM2fSxpKlpaXTCBmZOB/+JauVA83G7g4GgwQCAU6ePDkru3sxBm/AxSbbMrCa98dMslFjY+OarL/m0uDOZgwKpCJo6OniNrwyySFZGYyPL3u7i8XAwAAdHR3s2LFj3pgsinMb5XZ3d2OxWCgoKEg3mOa6zxZahy2n4XahkAAWc72sVg50IWJdFLiNH8tkMmU96AiCQCQSoampiW3btrFhw/I0icyixF2HbuWHLb/B4QgSPilx283dFG+IE5ywcGrSx4/ad9LVXQwhEZcE5s4gYl+c0PYcUkV2xKTMJssYm+oniKQsPN1XTipsJqFbcYVlkscUkv0WHHU2JjTQBAU1kiA6kUIABE1HiqmIio5mFkiaJHSPCKKIqIKQsNI3WEQgUEzrsVLksITFoqIiQEpAarNidkbBoxFVLTwXquBGUxebpCFQO0nqLkTBhqyeZSj6NV7u/z2h+C6qC1Ls39vEMaUIJVhKpSXIvrwA/ZGvYJV/g6S9DGigg096nk8f9vDvLX9JvrWfL7ddwaRgwe2KoOSLSH8qkTwkEfyFQMLmgnEz9rYgMQQSTgldEVAFgZhNYorwLkyx1QFFsE8V9JMaogAaIOogIqJpCrFtXrzdMTQdFF1jy+1Rtl4/idsRR9VF8hwRcu1Rnu+vpWJDgFx3mNCkC0UFTDrmXVEs3hRayITc4sRakSCar/Lo4CbeXN5KtW2CQMKJzQI3VL0dR8R83opPBpPAuHeM0biLBabzC0OnNpVKnaNTm4lMNsxaQRAEZFleclKVlGV+1v0YY7EYTZEXIWIHHUTzVOLmGhcIHTHj6k1hwkIqPrXYE0QdqzPO+99166p9J5gqPhw7dozKyso1XUiuNqsALhxmAUyNxl2UKDk/kCQJWZaztj1VVWlpaWFiYoLDhw9PM2mdDXMt5DKxEtbkL174bx468Qx9L5eQ/3qFuG5DFzTMso5mESg6NEnLD0s5vLsbPTKAvTSf8VE3iagJi1nh/W++EqeuU1dXl1WPl+Ugs2ibabg4NjaWlTHemexu47q4kJpls8GQ9JqLgfm2t72NiYkJXC4XtbW1vOY1r5mTGb9UvOMd72BoaIhHH30UWZa55ZZb+MAHPjAvMcDAV77ylQti8TwXDHPEgYEBdu/eTWHhHxiBa1XgzoxHi5WWnA2CIKAoyjn583LhkCw4JSuTSjyttw0wNhkkHo6wveog1RvXp2ROpn/AwMAA7e3t5OXlEQwGeeqppxblH7AW/iVrFbfMZvO0JuRs7G6TyZQmisx2TIZM24UcZ19NmItstFbrr9madNmQRcqE2zQlq6Pq2jRjyZgqU+VcPT8KgwDR19fH3r1704bji8VMo1xjwq29vZ1UKoXP50vHn/k8C2bGoOU03C6UddZifUgu1oGmsC4K3AaynSypqsrQ0BCxWIzDhw+vyLUaph7SpepbCGrfw52Is/dggERCoi/i5fMvX0GyzY6QEkDQEXSBRFUe8QM+BE1HtKt87PoGrq48g9mkousCgYoWPv3sZbScKSBsslN92TDu8RiJHxexoUQltMlGKqYhCgJuQUAfjKPJr7AEAUtIIbXDicVhRhehr2cPL0xOoigisiJicuhYBAVdB13UEWUBpceJ5tEhJZKwa5wx53FtWQs6YBJzERBBcNI7KtM3qmJSVca0KL8a3IHonPptTsRKGFTHeVtxM6hPg+BDEBwgQFwJk28NkYoO8Z2GvaQ0cepYLTJleWexulKcSlUQe411ij2NA/NBDx/euJP/bWklquvEpanitgAI6Ki6ACLENQHr1Itor/zdJAioqo6Q0lEdZkBAzrMSOVzI81h5/jEdn2eSdx58iV2FI1gEjYKNp3hiopwdr+9ktM/HwEguvu0TOO3J9G+d2mZi5LFiLF6NOGZCsg2HNUUecZyOPyXU5SdqMqXH+uZjXa0GZmrzXhyNWxmyIVEyOTlJY2MjXq93Vp3aTKwlg9tYdDgcDhobG9MjqXNpMGbiQw98ljbMxKJ29BRsLlCZ7TIXXrTTvy+BbyiF2zLVkJPNAh/56zuoKC1bnS8GDA8P09raypYtW5bdvMwGVoNVYGznQki84GJitRJkQ6IkkUhk5VgMqR9Jkqivr19UkXC1tCZbz/bz+fu/THirHfeLLjSTgGTREAUN2SLR3+ahZOcEw/lett48ROPDGyn1xqjwBCi3j+OqqOEtb7glzUJfjwaEmYaLs43xer3edLxe6hhvPB5naGgIj8eTjkGrJae02pgpDzCTgfncc89x2WWXkUgkeOc738mHP/xh/uEf/mHF+21ra+Phhx/mpZde4sCBAwB87Wtf46abbuLf/u3f0l4ls6G5uZkvf/nLvPzyy2tunp0NzGzYzyx0rnaBW1XVafHokksuWbZmvqZp2O12uru78fv9aSP2lbDdLKKJQ74afjXUhD8ZxmO2MRoMMBSb4GBxHfsrty5722sBXdc5c+YMPT097Nu3L12kMvwDDMNcm82WnjCZyz8gG3JKcx3jWsepudjdvb29xGIxfv/736fZ3T6fL12AWw2j7T8mZFMqcj6y0Vqtv0RRTDeYs2EmORu2uEspsnrpiwUoteVgEiX8yTAmUWBfbtWKtz8bNE2jra2N8fFxDh48uOK83/DmKigomGaUOzw8TEdHB06nM13sns8YdrkNtwuFwb2QRBJMrcNyc9feF249Yt0VuLMlUWIkRYqi4HK5VlzcNlAg7SZPuIsNFb8DQAd+PVhHfNCGKQWYNQQB5BRIKZ2Npgn27j+NxZfkSSGXp4d9HHKMsU/z8+hPq1GaoI4AMb+NkKsA674Ers0KsY4If3PL5RwfC/CbZ9oRe6Joio4gCeiArmvYc5O4EinC5lxUu5nRSRWn1UpES6HooAowoZsxCQKCCIoJ1KgNEq88QCagPVjJYEEOFYVRQEQHjp12890n9xGXTaRUnfiAG3HYSf72MewFceIJM890V6COSry5soWt+fZ00ctqsvL9E5s4FfCiCgIms4qg66RSZvpGNmBNxogqNiRJRYqAqunILhMPmsf4pw/fzB1PPUzQFEFiSvNF0DXqPKMU2gVOhnNJYEVPTl24eXYn2oRGdChBlSeCsyDFmevKmMx3gRM85ZOY8lMIpHjk6EYmLDZee+gMk3YnZ2L5DKfsWEQBjzuGctZKskhDsmro6FgsCoVXjtL/bAn2iiR2QcYvWrkydogb/uTNyLLMsWPH0v8vCEJaF9IYl11NzOzkRSIR4OJo3PnC2bNnaW1tXbQu5FoxCDKTqv379xONRhkbG6Ovr4+TJ0+miycFBQU4HI70ceu6zl9/+VN0lbiITDox21JIZhVBEzG5kiA40FICouWVZC0pIjzmpvLGDbzvL99Mvs2FeZU17s6cOUN3dze7d++eVQbmfCIbrALjsxdC4gUXC9znE9kqNAWDQZqamigsLGTbtm2LLizMV+Bertbk7T/8Eq2jKQ4UBziTLCM5OcVkVgIg5evIXonGtgquzuukfEOQAXMOhe8dxZbUSIg2Pnrg84wMjnDmzBkOHDiwIAt9PWAxY7zGQm+hMd54PM6xY8fweDxs2bIlvdhbLTml1cZC7KX8/HxMJhOf/OQnueqqq0gmk3O+dyk4evQoOTk56eI2wLXXXosoirzwwgu86U1vmvVzsViMv/iLv+Ab3/jGvPI+6xWGZu18DfvVLHBLkkQ4HObEiRNLjkeZyGRNVldXs2HDhrT566lTp9LmrwUFBbPqLi+ES/I3kdBkXgyconN0AEHRuKxsO2+uPJz2I1mP0HWdzs5OhoeH2b9//7T4mOkfoKoqgUBgmn9AJrtyLmPGbPmXrIccyGB3h0IhcnJyKC0txe/3MzIyQmdnJ3a7nVQqxbPPPpuVKbblSCIlEgnuuusufvKTn0zzRZopG/G9732Pu+++m87OTjweD295y1vmlJq8UDE5OUlTU9OcptirbcptwGD7Z0tvezZ4zHbeUnaIXw41MhSfQEXDa3Jwbf52dniyTy5SFIXjx4+TTCY5ePDggsasS8VsRrlG/Dl27Bi6rqdJWnl5eXPWWpbScJNled3nP7A4BncsFjvvU4rrBeuiwJ1tiZLx8XGam5spLCwkLy+Pnp6eFW/TgCiK2PRa7nz3Xtoamtm3b4z2yXzE0BTL2NDiNqNy+OpmxMcjPNa1hcg2L5hEbEGVjv5qfmKS8e0dZ+On+3CaZCZGnJz8/UYCox4iIQ2rpvPvX3uC6968G1QZWZORFA1TKIqgJLCWp3DvT+K6NIWuWxg4VYL/TCGSasEsCKRQERFQAYsgomjqlKxAErDpYNHREEglJX7x4mHufP1RQKdvTOI/n9tPGCtOWxJSUzeTrgiMd/hwqpMEBnLRNJFHBA/PdNRybfUQdx5pQRLBarLwRG8dSYtA3CSCICJpGhZJRU6YSETdiDYNZJGUaAJJQFAFegYm+H+/fgnzADhkC2qORkn1KH+/9zHKHUEkQSemWOgduYJvntqPX1FQQgo50SCHtw9hz09QmRskvsvGb1/awlDEQ7grB++pUeKtGqfwcmbIyYPfLGP8rTmIu0XyzFHqNoxRap7kdHcJx35XQ96OAM7SKIoqYrXLWHOSXFPcxUs9G3nLri1cv/vtCIKAxWJJLzZLSkqYnJwkEAikC4eGeUteXh5utzvrCdrMQBeLxXA4HGtinHERf0Dm+O6ePXsWzRBcCwbBTNakKIrp0fiamhoSiQRjY2Pp4onVak0XuztPn0TeOEl0vACzLYnJpAMCgb4c8jYGsIfixIfsKLGpKQsEsBaluOudf4HDkZ2x8Pm+V2dnJ0NDQ+zfvz9rzcvVwkrGeC8yuC9iMcjGgm1gYIC2tjY2b95MeXn5ks3bZitwL0dr8tEnnuE3T9/PC+V1VIUjJCrN6DrY8lJEx234293kXRFFc9hJFVp59OhWCmwhqqqCqILAFTV/xfW7LqelpYV4PM6hQ4fmHXFdz1juGG80GqWxsTHtSZB53hcjp7QeY87MqbXZYJhMCoKQtYX38PDwNFkOmFqr+Hw+hoeH5/zcHXfcwSWXXMIb3vCGrBzHaiPzGjE0a2tqauaV/VrNQpEsy5w6dYotW7ZQUVGxrBx6NtZk5j1lmL8aJmmapqWL3fPJA2XCJIhcmbsZS+8kYVMOe3ftZIMr77wXZeeDpmm0trYSCoU4ePDgvEVZSZLOke7w+/2cPXuW9vZ2XC7XNHblfNrdy/EvWU85kCGTlFmAM66hX/7yl3z9618nEonwhje8gde+9rW8733vW5ZJ+HIkke644w4eeughfv7zn+P1erntttt485vfzLPPPpt+z913382Xv/xlvvSlL3H48GGi0Si9vb3LORXrFoZXwHxko8V6hqwUxn5Wq7htYKOzgA9VX0tfPICsqZTac9PSJdlEMpmkqakJs9nMgQMHlnVtLxVms3ma6bQx4XbmzBlaW1vxeDzpmO1yuZblXzIxMYEoiqRSqXXd9F9MDmTIJF3EOilwGzBYjSt5oPX19dHR0cHmzZupqKjA7/dnNQEzjrG8KIfj6p8yGX6AfEecMREwyOeKQOmBPgbu1Tn5rsOYalKYzUnQQY5LTPSacMRNTPjLOPWTCgSLhuqCWK4JciEuCZgHQJ2M893OF5ALBPRSEVNcxf14CltCJtUjEPiOnVS3idIPypRv70fU7cRG8zGLEgIq6ivxW0vpoAgI6AgIEBXRkxqiW8duERnwlxCMSLSN5PKDxv1ENQuYIYUdwQIWWUUwqcgpE/4+H+ggCBqSpCIKOr/t3sCW/BB/sqmPRAqGcZIwS+i6ALqOIoqooohZ0UEXQBFRU6ZXGgICggbmUWhRh3HbLEi6gDguIoYd/LrzEN29JZhMKof2dPHG647y79ce5vPHvbx4+gy20gRCTZCUSed30QJkxYx58ySWBgcVvlHe9Jqj2G+WeWm0ip7JPLonijFPiqgNFkbsLs5W5FJXNMyl23rweGI8+bs9VPr6kOwKgqBTWzrOJb7N7Nj4IdwzgkZm4TAnJ4ecnJy0eUsgEEgXvCVJmsbuzsZDYeaoiqF/u56T6vWM5Zy3VCrFsWPHSCQSs47vzofVZnAvhjFgs9mmFU/u/NnddA5HSJgtVDSF0PdJ6JqAJP1hZDCca8GWdOPaO4nHm0AJW6bek6fyhdvuXPXitqZpnDhxgsnJSQ4dOnTBPchnW+jNx+5eT4u7hRCNRsnJyTnfh3FBIhsSJcvNczJ1Kvft20deXt6St5ENrclQNMrf/eAzhB4QcH7QjR4XETQNVyLBhN3G5m0TTHQ4UcdsTD6v4dsfJeK0k3KIBLVcxEQRD/zVJ0gkErz88suYzWYOHjy4JouwtcBcY7wjIyPTxnjtdjtdXV2UlZVRW1t7znlfLTml1YaqqgtOxi2lyfbxj3+cL3zhC/O+p62tbdHHl4lf/vKXPPHEEzQ1NS3r8+cLmqbR3t7O0NDQnAbZmViNArcRj+LxOJWVlVRWVi5rO4vJgWaav86UB8rJyZk24TYbIpEIzc3N5Hm9XLZt27onmRgMzFQqxcGDB5ekU58p3VFVVZX2D/D7/TQ3NwMs2j9gsf4lqqqum3WNqqrnNM6Ma+h973sfbrebe++9l0svvZTHHnuMW29duv/MciSRQqEQ3/72t/nRj37E1VdfDcB3v/tdtm7dyvPPP8+RI0cIBoN86lOf4sEHH+Saa65Jf3bXrl1LPsbVwkokSnRdp6uri76+vnO8AmZCkiRSqdRyD3PREASBWCyWJqCt5nVsEiWqnXN/55UiGo2mJ3q2b99+XnICQRDStZba2loSiUQ6/vT29mIymaZNuM0lE5rpiXTq1ClGRkbYvXt3el2+Xpv+FzW4l4Z1VeA2LsbF6MzMhKZpnDx5ktHRUfbv35/WEst2AiaKIrFYjKNHj7Jp+5XkVd/IleP/xclcYERA10UEq0p+2wgv3rAF8+YkCDq6NhXYpH4TyrCdqDtF4a4AZTV+AIK9XpKaCXdVBFFU0VSB8a4cRkQ3qlPHbpGx2ZIIV4J2VkLq1NB+pxP5vRnx9RbE0hC55YPIwRLMZjOiKDEejUMKFOWVB4YgIMoa1gkNUwIEEYRcCbXYjH+imB8f242siVNMb0EHQUQVQTGJmFOgSgLEBcRXCvmqYEK1a2iCzIPHS7i6/Dj9cQ8pSQRNwCSKaLrGlOgHyFYBu6QiJ8yvjKRNBSwprCOqoIsgiAK5DjvxSIh4j5PjVGExy6RSEsNRNy8GcrEK/48tRXn4LC68Qxpyi5lQq4D6WIJUWEXzyhRcC4V5YX7acCm9ci4md4ry0nE2lwwj6KCGTYw35jH5pIfuwyJVjgClGwLk5U4SGXLhqw2CJvKxS2+j0FY0a7FpruKT1WqltLSU0tLStKZmIBCgt7d3Grt7IU3N+TAz0F10zl1bhMNhGhsbcbvd1NfXz6u3PRtWk8G9VNZkLBHiA9/9PIOlHhTRiqjrmEUVsxpHlDRURcJkfuVY7RIDej6ucQeb60RsTnjjzhu4fOu+VfkumTDkgFRV5dChQ6suA7QWmI9VIMsyyWQSTdPSI3Trpdg0G2KxGGVlq6e3fhFzY7l5jtGkSyaT85riLoTMAvdytCa/8Ov/w9HxKPanLBRXBRghB3SdhMmK1qVhOpTEn2uh/OpxBp/OQe51MHzWjmRL4TDBN+/+ICXF+YTDYZqamsjLy2Pr1q3r9l5ZKeYa4z179iy9vb1piZKhoaEFvRayJae02lhoXWDoNS92cXfXXXfx7ne/e973VFdXU1xczOjo6LTXDdbmXNIjTzzxBN3d3ec0/G6++WYuu+wynnrqqUUd41oikUjQ0NCAoiiLjgXZXl8Zz/h4PE5ubu6yJy+WIwkws3gSj8cZGxtjbGyMrq4uHA5HWgs/JycHQRDSBtfl5eXU1NSsm0LsXEilUjQ1NWEymThw4MCS89aZmOkfMDk5ydjY2DT/AKPgNBe7cr6Gm6ZpRKNRzGbzusiBFmJQxmIxCgoK+NjHPrbsfSxHEqmhoQFZlrn22mvTrxmTD0ePHuXIkSM8+uijaJrG4OAgW7duJRwOc8kll/DlL3/5gpc0MOJGLBbjyJEjCz4D1oJgpOs6OTk5jI6OcvToUVwuV7pZthpT3auJiYkJmpub2bBhw6xN8/MFm82WNsrVNI1gMJj2DTCeIUbMnvk803Wd9vZ2/H4/Bw8eTNdPViKntNpYrAb3xQL3FNZFgdu4WYwHhzEGtFgYYxOaplFfXz8tKcp2IcnQsM0cm/uzy/+ezsTTPPFgG0RVdJtG6LgJ5TYToqCgq1POiFrAhN0m88Z9L6A8p3C20cvwhmIiFU7UHBHNDOFeM66cKG5Hkh17esmLuxlNeHGYkzACggVixXZGZS/JfCvmfhmeS+LbYQJznGhnEEkR0RwiTp8ZqyAR12ScVjOhyTiOEQ1Bm9IORwM9IJNjiTMY20950QTjE/mMhAQ0TUAUBERBR5VEJJUp9rdxKgUBNB31rIAlZmGAQt7f9hdUbjLjdSSozh1AEnS6xkuYSDjQAFGCN+6o5b9e7ENjanuarmNK/mGTiqbhtFjQJkXyNvspOTSEIz+BJghYBRnJK5OrRek7toGOZ7YwHnYheGWEMgXpzTIH9FYuv74fW16KpsgGpIko5eMjjLbkwriItktAsIPJI1N42QhaSiTS5KSv0scG1yR5eWECmgNJhL2uPRQ7SuZc6C0m2GRqamZ2HAOBAGfOnEmPuubn55Obm7vohHOuAvd6efC8mjE8PExLSwtVVVXLXtSsRoK1HNbkyy818sPnf0CwyIUiCZhlFVEArUgj3GnCWx0mGMhB1wQESUVVTOiIlG0x8y+XvX9ew49sIpFI0NTUhM1mY+/eveueJbUcZC70UqkUJ06cSLMygXVVbJoNF5tsK8NK2EvLyXMikQiNjY24XC6OHDmyomKHIAjpovZSCkvP9TTw2NCXeeb3W9l6cJL+4QKEMp08S5SeZD4TLjsj/mL293fzcnktsVooLfPDmIiaErnqynr+4sibAQgEAhw/fpzKysp5ZRVejTCbzZhMJiYmJtiyZQsej2ea14Ixxpufnz/v4nolckqrjYXYS4bRttvtXtT2jGLDQqivr2diYoKGhgb2798PTBWwNU3j8OHDs37m4x//OO973/umvbZz507uuece/uRP/mRRx7fWmJycxG63s3379kU/X40Ct67rK77fjHjkdDqpr6/nxIkTy8qRliOLNBvsdntah1pRFAKBAGNjYxw7dgyY0qmenJxk06ZNVFRULGsfa4l4PJ4mZezYsSPr923mJGtdXR2JRCKtdX769Okl+QeIooiu67S1tREOh9m9ezdw/nOghWJQLBZbcXFpOZJIw8PDWCyWcxpqRUVF6c+cPn0aTdP4/Oc/z7333ovX6+VTn/oU1113HcePH79gCSMz48ZiakerSTDKfGa63W4OHDiQbkCPjY2l1/2GrMZ898J6wOjoKCdOnKC2tnZdxzlRFNOysJs3b05PuI2NjaV18jOllNrb25mYmODAgQPn1AxheXJKq42LDO6lYV0UuA0YF8pSjCZDoRCNjY34fD527Nhxzo+frUKSofvq9/vJzc2dNjYniSKfvO4ybtpSyy+ePsHo6CTxU8cRnNqUTAcCug7mJLzX/TgP/VMtUaudkauqSPpEFK+CJagiRgUU0cKIVIhcKNPkUri0uou8FyYZ/59ckCV0XYNkAl/RGOJ2AXW/Fb9gJ2y2kO9NcvCvXiTc7KX3kXIKgznk7s3l5LAfq8WEMy5MFbUFAB0xLlNc5MeXHyKZDHLp7iiKaublk7tpOV2IpumvvBcsJomkNsXERgQRAUtQxxSdKpaLJolkyoKotvGe4i7MJoXCjePoosCjp3fzeM8e3FYrf7v7appO/YKewSDmiIagg6gKUxxvfeo8heNJPNUTVNX34SiIo/HKQehwbGwjJ++vY0z3ICVFRAHUmBktImO5NMYz4Z0kgl62igPkKwnCvTrDIy6uu6YFTdB59NuHMP15GN2nYBY1cnePE33QTSpgg2JIpsx4ShR2ydu5lnri8Tgej2fawt1gV8qynA5+iw1yMzuOExMTBAIBuru7icfj5OTkpIP0fCNNFxnca4/MEbhdu3adY96yFGSb+bRU1uQPf/Mdmn/xIu5NcfzRfGLlNkRNR3zlI/15XjYOTFATPUNfocJ4MAdVMWMyKxQ4g3yk8k3phd5iRlJXAiOBfbWzMg0kk0kaGxtxOBzs3LkzzY5dr6wCAxdj0PnDUv1LRkdH08XgbDBylqo1qaoqf/P9z2Hb0Yv1jB05X8I0ZV7CSLebvZzlpFBM1G2lTy5AHjSxeaAfS63GpN2Bp9THv77lX9LPwIGBATo6Oti2bRslJSUr+i4XIoaHh2ltbWX79u1pVrHX66W2tpZkMpk2qlzOGO9iTJrWoti02AJ3thd3W7du5cYbb+T9738/9913H7Isc9ttt/G2t70tLRcwODjINddcw/3338+hQ4fSmqEzUVFRQVVVVVaPL1soKipKT74uFpnXxkqKNEbhuLy8nE2bNqWfZUtZuy2nwb9YmEwmioqKKCoqQtM02traGBoawmq10tnZydjYWLphsh71/o3JlsLCQjZv3rwmzT+bzUZZWRllZWWoqppmV3Z0dJBMJqexK2eeM2Mie2JigoMHD2K329dFw20hUtN8OdBqSiItBsYk4Fe/+lWuv/56AH784x9TXFzMk08+yQ033LBq+14slnpdjoyM0NLSQkVFBXV1dYv+/GoxuDNz9MxrceakQzAYZGxsjPb2dmRZTk90FxQUrKtGw8DAAJ2dnWzfvn1F693zAafTidPppLKycprXwokTJ9LTIDU1NYsiKS5WTul850C6rmelyfZqwboqcMPSFmqGEUptbS0bN26cNbhlg2FgaJZFIhEqKyuJx+PpvxlJlaZp7NpQxO6/KEYQBD6jnKUjEkHI1dERUFMSN1S08vRnKkjFJYKvKSG5AURbjLL/SWEJ6KCDZosS3OoggoOURePE9zaQ+/skoqoRLzMTqXKgm704+mKIJ2MM7vKh2QWEiJ2JFi9nh8rwOhK4dkWZPGbF3DGBqMkkEyDGNXRJB6+MpS+JeVwlPG4jfNJG32+LqHj9MLVvPsuh7U1MTF7BSNBBUtMosNl5x8EdfOuZRlKoqLoOqoYp9goTXACb2US+Jcjwczmc/s1lANjcSS7/8yZeu7+ZQMJHpes6TIJESVQn39HD9s19oIo8fWw7g4lcdItONJlC8KpEBDdDT+7myj0n2Lm9B4sgIGKm5VgVo7oHS3QqiOjoSHEwd4okQvm84cbneM3ONkBHAGrLhxgb8/L9+1/Ln7zlGa59+8v85peHcb0zgKYJWHwp0HUKrREScSul5v380xXXEwpO4Pf7aWxsTHcGjW6rIAicOHECk8mEx+NZdpATRRGfz4fP56Ouro5YLMb4+DiBQCDNeDCK3bm5udMC28xAF4lELga1FWCh2CDLMsePHycajS5qBG4hZNPkZKaZ5HzfxR+d4F9/+EnK/cPEwxvY4AuiRkREXUMV/nA96SaJvh0eSnrB1ROnqMKParOwxbqVT7zl79L7DYVCaYbOiRMn0ouWbC30gsEgzc3NVFRUzGkY82qCMSbu9XrZtm3bNK04WJ+sAgMXmQPnD4tlJOm6Tk9PD93d3ezYsSNrxWBDazIej2O32+e9Tz/5/35Ax5lW1LoU9ZYY42EfuioQFs14apMEn3cSeMLOa67t5rlwDZMFFiI5RfQn8iGk8y+X/Rmvqa5Lf5/u7m76+/vZu3fvkgt0rwYYi9Ddu3fPqplstVqXPcabifnklNai4baQH0E0GsVqta5YdmE2PPDAA9x2221cc801iKLIzTffzFe/+tX032VZpqOjg1gslvV9r2dkTt0up8Ct6zq9vb2cOnWK7du3T9MXXgrLcuY1uBhZpOXAKLwGg8F0HhiLxdJSJp2dnTidzvT9NJfp4lrCyKHO52SLJEnppppRhBkbG0v7BzgcjvTfPR4Pra2tRKPRaRrhS/UvWY1i02KabHPlQKspiVRcXEwqlWJiYmIai3tkZCT9GeNZv23btvTfjeu0r69v3uNabzCe+z09PezcuXPO8zIXVsM7YLHTazOZxpFIhLGxsbTJt8fjSa+hztdU9sy8Kjc3d82PIZswdPLz8vJobm4mmUxSUFDAyMgIXV1dafkYI/7M99vB+fMvWazJ5MV12BTWRYE782JaTODJNEVayAhlpQwDY6zLYrFw5MgRhoaG0kyR2ViTMGV0eenerbQ3vchArgDSlAZ3aSRA+3AFglcgXuhAy0tQ9p0UYlxHl5gyXUyCmNJQbRr2EzKmY5PIkQSpIiv+S3zI+VMGF7GdZiSTE00C67BG6e81KqtHKNoxTiJqobOljPESgYA5jDUMwriMuCuG4hKQk2aSByUkEXJOJ8lxxECE4Y5chJMK+dWTlOb3MTxUR5GaoC4R4/974DmsSRFLvkTSJ6EkVdCnisgIYJI1IqkkSpWAGE8gDQj4tk/QN1lAalRHtKV4MdjPNT/5GhZLAkpddNq2YhowIcsuLKpKdVEAZVOcTnKQETCLKtEcgde5hulKFvHoZCHBQzrX72um47EKBtvzUMpl1BoZDRHtjJnHfnoQ7YyFQzecfEXjW6OgIMThQyd55qmd/PlfPoErnEIPiwgeFSVqxmTTqCwM4pj4cz7zltfhsJpx2h3TNLT9fj/d3d20tLQgSRKSJLFz5870Yj4bQc7hcOBwONKMB4Pd3dnZSSqVmsbuvsjgXjssZwRuIWQrwVqKJMBvT3Xyn//7A95Q0037CyXoZhHdpCNZVXLiMcbcblRBRNI1NB1ku5XerQV8avv1XFtz8JztZWpWGg2azJEwQ7OyoKBgWQu9kZERTpw4webNm/8otJ1jsRgNDQ1ppvp852s9sQoMXEysVoaVSJQshpGkqionTpwgGAxy+PBhPB7PsvaVCaPBn5uby9jYGM899xxutzt932fqrnb0dfP3//VD4s+YKXxtiklRRBJ0XAUJxJMCwzUuttWPE+4voP25DZQMBbjysnYieTZCuoNLKg7xrje+I71vTdNobW0lFApx6NChP8rnX29vLz09PYtehM5cXM+M2ZljvLm5uXPGjfPRcFuouBSJRFatIODz+fjRj3405983bty44L273Ht7rbBcqTVgWbmMcf8aGqgz5RUWy7KcizWZbciyTHNzM5qmcejQoXTh1eFwpM0wM6UImpqaEEVxmhTBajRf5oMhL7Bp06Z1k0MJgpBmVxr+AePj4/j9fo4fP46iKEiStKD833wNt9UqNi1UR5iPaLSakkj79+/HbDbz+OOPc/PNNwPQ0dFBX18f9fX1AFx66aXp141rwTjvyzVyPR8wCIfhcJgjR44sWpIqE9mWKFmO5j9MN22trq4mmUymm2WnT5/GarWmr5ucnJw1yeMzm3gHDx581eT0RvwWBIFDhw6lY3EqlUpPuPX19SEIwqKnktfav+SiBvfSsC4K3JmQJGleiZKlmiJlXnxLLXAHg0GampooKipKj8ZnjovPZE0ahffR0VEOHjjANVdfzcef+DlH9dNINoVYZOpG0SUR1avhblMQEzq6GRCm2NDDV7uIVFpwvzxO4X/3gT7F7LaoGnlHY4j7wJKXxOmL4CqPEu1yEevyUlV/lk3X9TIp2wmMWejPsRFDQBIVcvODOEkSGXSR8ImYS2JYJZlqrx/X4RToEAw7OFFSQqu/EG88hi5D2fZe8nxhSl1+jkhBjj6xi7amjVgTEhaLiCZMJexmi468ZYxJ3UJ+3Ti5eWE22ILkmqLYJAUZkc3KAO72JHZJpmBbkJRPoOn5OkZfyudQXT93vef35LkjvDRRwAujG3hpooSwGa7MGeFLffX8dqQaVRVxmGQKpSiOy0JYtmvYchRDwARto0hgYw6PPbmHwoogVduG0BHRUdixvYcnn9qHKOq4fVHCKR0BgUhHDm997Qb+cud/YjOdu0DO1NCurq6msbGRRCKBw+FINz4yx32N62ClQU6SpPRCNJPd7ff7OXXqFKIo4nA4CAQC5OTkLGssZXx8nNtvv50HH3wwzUq69957591OIpHgrrvu4ic/+QnJZJIbbriBb37zm9PGl2Z7uP/4xz/mbW97W/rfTz31FHfeeSetra2Ul5fzqU99akF2w/nAckfgFkI2EqzFak0GJye45/nf0RDsoEycxG1OkUqYUFISCU1ib/kQL58pxVGbIm6zoCAhAKKmU5rSZi1uzwaHw5HWrDQWen6/n6ampnTSUFBQQF5e3oILvb6+Pk6dOsWuXbsWtSi40BGNRmloaKCoqCg9or1YnG9WAfxhNG45i42LWDkWmlRLJBLpaaT6+vp0cWYlyJSq8Hg8HDx4EFmW0wu0np4erFYrefk+Pn3vg3ivGibaugE9N4lqkiChkhAkHHlxiqUwgz1uumsVqt7hJ9zsYLzNR+CRXHLqLPz73Z+YttAw8kBd1181hrNLga7rnDp1isHBQfbv37/sZkVmzDZYgn6/n9bWVhRFSY9O5+fnz3vNLLXhZvz3UrAY9uQfY5PjfEIQhGU162f6JtlstnPes5gcabmFpaUiFovR1NSE0+lk586dc16HZrM5LU9jSBAa0xKJRGLahNts3zmbMCY7duzYcY6m83qC2WymqKiI/Px84vE4qVSK/Px8hoaG6OzsxO12p3PHufwD1kpOaTEa3Cs918uRRPJ6vbz3ve/lzjvvxOfz4fF4uP3226mvr+fIkSMAbNq0iTe84Q38zd/8Df/xH/+Bx+PhE5/4BFu2bOGqq65a0TFnCwvdv9FolKamJqxWK/X19ct+7mdTunYpE7QLwWq1TpP1MdZQLS0taJo2bQ21GnKQRvMglUpNa+Jd6EilUul6ze7du6fdwxaLhdLS0nMIjcZUck5OTjoHmq+Bvhb+Jaqqzvub6Lp+scCdgXVT4DbYS/NJlITDYRobG/F4POzdu3dR3fDlGlca8iebN2+eJqxvJF0zkypDwsAIDMZ4/hevfSvjyQjPj/Vwsl/HW9TN+JAdKSljHn+F0fHK/RIrNROpsCDGNAp+2Q+ajm4S0Nw2UtdXkXfjKPpLkwwO5jHszcdy1otg13FfEWdUstH04FWIuk5Z5SjbHKOMhV0cONSJ05HCKqTw7o4RVywcmyjF40ghoRP6nQv/UR9qWGCjHARZxFwo470mAhtUWv3FtD5Vh73ThKToWGwyk2ZIFKnoZjCHAb+GNGqh/KZB3OYEe719SIJG8LSbZx7awWh/HnoKBBR0N1ge0qk+cpar3niclkmFd1/zMr88Vc2wLuDMjTEWtbDZMsLh0m4Cip0nzlSR74lT5fNjN8nERuycfboYRbRg3h8CyysMeknDtzHI+PZ8Wl+oomrbUMYvqmO1pdBUgXDKgTk3gmO0jFsuvZlLdi6siaiqKk1NTcBUh924To1x3/b2dlKpVNow0lgQZoNVkMl4KC8vR1EUjh07hqZptLe385//+Z+88MILVFRU0Nvby8aNGxe+wIF3vOMdDA0N8eijjyLLMrfccgsf+MAH5mUq3XHHHTz00EP8/Oc/x+v1ctttt/HmN7+ZZ599dtr7vvvd73LjjTem/53Jzunp6eF1r3sdt956Kw888ACPP/4473vf+ygpKTlvOnAzH1pGAaG3t3dZI3ALQZIkZFle1mcXqzXZPzDAP/3wW0zIAgNuL6VVIUR0zC4VtydOaNBN8KSHol0T7KoYpvGkgK8CYnYrgq5TTT5ffvudyzrGmQs9Q8rk1KlTtLS04PP5ZtVfNHTOz549y/79+/F6vcva/4WEcDhMQ0MDZWVlyzYtzcRaswoMXCwwnT/MN6k2MTFBU1MTBQUF02RvVoL5tCYNOQxVVfn3hv+PJz//MPZNMsFJN2JMQLPpmMIagkWgPVTAbvcgu2/sQXykgiF/DsEqD/bdCcxbNe6s/wtes3n7tH0bxSaXyzWr78qrHbqu097enma+ZuueM8Z4CwsL0XWdcDiM3+9ncHCQtrY2XC5XeoF9PsZ4F1vgPt+SEH9sWGqzPhQK0dTURG5u7rz3ryiKpFKpObezVsXtiYkJmpubKSkpWVLzOVOCcNOmTUSjUcbGxhgeHqajo2PR99NSYchQnTlz5oKRF5iLXZlMJtOM+L6+vjQj3mBXzucfMFfDbSVySivR4F4KliOJdM8996Tfm0k+ysT999/PHXfcwete9zpEUeSKK67g4YcfXpViabZh6PSXlZWxadOmFeUx2SAYzSXNlS1IkjTteTw5OZkmDmTKQS4kLbZYGE1Hs9nMgQMH1nzaZLVgkDuMfHG+6yaT0FhXV0c8Hk+zu7u7u7FYLOlzPlM2duZ2IPsNt8U02HRdv1jgfgXr7gqei8E9PDxMS0sLVVVVSyoCGA+upWi5dXZ2MjAwMKv8iSAIxONxAoEAubm5ae3J5uZm7HY7Bw8ePCcw+KwubirbyTXFW/nRrXfy+OdlfE+PEduV88pOAQFiG6YeMvZTYcSkhmYSQBBI1RSQ//pRlPt1Tu8pofCKECXecYxTIMdN9D1bgmfjJBtqRin3BPFZo4yM53DqVAlR0cx4yknEImK2qOzIPctG7yBP/usB4oNOxKRKpFoiWmlCiqvknIgT/5od3xsnqChIMtYicP11L3LF5cdwOBOcjXl5cHAPTwxv5pqKkxws6sUjxXGJSRRdJKJbaW/fwG9+fCmmqICga0xcK5N8ZQpK0HRq5ThlpgAb3vh7nonkcCpl59nnd6HqIpQnsZVE+X3XRsRhE+4WKy6PhulqAVOZindDBG/pKTp/W03wqTws1wWmzoWuI4o6psokoeenAr7AFFO79WQVO/ee4tSJcq5+XT037j5AoXVxzFBFUdLjhnv37k0HmExduUzX3tl05YwCbzaCnMlkSjtml5WV4XQ6+chHPkJfXx91dXW85S1vmbdIDVNmJg8//DAvvfQSBw4cAOBrX/saN910E//2b/82TQvRQCgU4tvf/jY/+tGPuPrqq4GpQvbWrVt5/vnn00wBmCpoz1UUvu+++6iqquLLX/4yMMVYeOaZZ7jnnnvWhdFJNkbgFsJyE6zFmkn+62PfpeHhbmxmgYjXgSYKoII/5CYk29i4e5zxgJNgiws5asZdHWZf0RAWMZcDW45w2a43Z63wmZk0GAu9zPvE0KzMy8ujv7+fycnJrBZu1jMMk+SNGzeuivnYWrAKDFxkDqwMK1kczaWFazTqN23aREVFRVYWYIspLJ0NDPL+F/6TmjN+xlOV7C47zRm5ENUGphGN5KQV65YUkw0SbYeL2FIQYPfNPWyZsBIPWygqq+Aj9f94znaXW2x6tUDTNE6cOEE4HObgwYOrxgIVBAGPx4PH46G6unraGG9jY+OKxniXK6e00BTmxQbbyrDce2kpDO6hoSFOnDhBTU3NgnrQc7EsM1mTuq6vanF7eHiYkydPUldXR3l5+Yq2NVOWw5AGMiZrDGa3z+dbdtNO13U6OjoYGRnhwIEDF8RElcGutFqt7Nq1a9p3t1qt09iVBiPekIvMzc1NxyGHw7Ekdvdy5JQW02TLxjlfjiSSzWbjG9/4Bt/4xjfm/JzH4+Hb3/423/72t1d8jGuFTN+QmTr9y8VKGdwz12GrLR0iCAJerzdtHB2Px6fp/q9UDjIajdLY2Ehubm7WSBDrAfF4nIaGhvT3Wup5sdvtlJeXU15ejqqq6Qm3tra2cwiN83lOzSentJSG22JyIMi+0faFinVX4J7J4DYYfX19fezatWtZTq6LDWYGM9YwkstMlo2kyuPx4PP5aG1tRdM0PB4PoVCIkpIStmzZMu8NZDWZePdf3MuhbY/zyANP8oRZRrOAmATdxCuOjSDMeHCZdlmRRkP4k15yd0VxeadMLvVXvlJMMROs04mOOpG/UoS/Ow8EgXCthfA1FkRRRwiIoFuIFug0aBWc9JeSNyQhyAqDr7UQ3yAxVSUWUfarHEj24UvG8SdNVO09y5jg4he9+5ByFRIJCy5F4S9LX6SmaJhia5juUD7fGn4No6oLi1lji2MEpymBnLAy/roUoqLj6NBJeiUKZAW/M5fHnjzARK+HmG4mWq6z+4YWSkYjnG4uYtjrRK8A8hTYmmDyITfR79ZR/Z5TOEpjiILOxkv7CXx/F9qoBakoxVQ5W8dkUqmoGsVmTqHrAoGAm97+YvYcGGWf51/Ys3fzoq8dWZZpbGzEbDafM9qSCUEQcLlcuFyuc3TljPEig7Wal5eHxWJZEavAYBIIgsCePXvYtm0bGzdu5KMf/ShDQ0OzfiYTR48eJScnJ13cBrj22msRRZEXXniBN73pTed8pqGhAVmWufbaa9OvbdmyhYqKCo4ePTqtwP3hD3+Y973vfVRXV3Prrbdyyy23pO+No0ePTtsGwA033MDf/u3fLnjcqw3jQW+z2VY0ArcQlpNgLUZr8vToAJ9/4kFiz/YiFlrQg8JUbNFgdNxLUWmIhq4KrtjexX6xj55jeUwGnMSDNoQNHm775D/j9q6cDTAfMt2tjYXe6Ogovb29ABQVFRGNRrHZbK9qdqZh/lRTUzNtSmi1sJpjvBdH484vjN/J+A01TaOzs5PBwcEFfUqWgsUUt//hO/9AY65IUhLRTwOCiJw0YXfHCRZ4Ec9aCPbo5IkK9iqJwEk7T5s2YM/TcQsW/v0Nn8NqOXcMc2RkhNbW1qwUmy5EqKrK8ePHSSaTHDx4cE1lWeYa4zXYZF6vN81sWmiMF6Y//xbL7l6IPXnRaPv8YL6pWwPGRNyZM2fYvXv3omQcDDnImdtZCzNJw/zSMLHLtkya2WympKSEkpKSacavHR0dJJPJaRNui21iZTa/MqeI1zOSySSNjY04HA527ty5ILsykxFv+AcYso1WqzXNiF/IP2ApDTfjGjPee7HJtnqYeS+rqkpLSwsTExNpKZZsYCUeSGs1OTIf7Hb7OXKQs+n+5+XlLbiGMkgDGzZsoLa29lVDGjC8swoLC9m8efOKv5ckSekmgrHe8fv96Ykcp9OZLnZ7vd5544+xPVhaw20xEyQmk+lVIy2zUqybArchUZIZeAzZD6PgvNzkdTFsyVgslu4izzSSy+y2WK3WtAuxIWFgsVgYHBwkHo8vqK8mCALb917L9r3X8re6zg8efY5f3f0MSkjB0ysT2mYjVutGM4sIsoZuApNLRm0Tmdxhpzzf/8pBTd2sKUViIODDNK5S+f1JxBSgg7JBR/lzGd/vRMxtpiktbyFJrFRk5HILYdFK5M0ClgDkvBSl9GdhgpfmYyuE4o0hkpKV46oPuRBKNozT1VJA79PFU3rhok5pXoA3Hnqel/qr+M3pPai6OFVQDktMenVaigUsb44xedqEajGhJiXsXSolnUmK9oZQdBunTpcgvKLjLZwU6GpzMvAGP69/1wka766h7zUetHJAAq6Jon4nh9HfFbHx7b3oOlhcMvacBErQDEVTX1wAhDGJyj1xgqEq/IGNWKRDfP72q3FZliYzYTALbDYbu3btWlJX09CVKyoqSo/7jo2N0d/fT2trKx6PZ5preOZDczGsgplMglgshtPpTHd5F8Lw8PA5iwyTyYTP52N4eHjOzxjM8UwUFRVN+8xnP/tZrr76ahwOB4888ggf+tCHiEQifOQjH0lvZ2ajqqioiMnJSeLx+HlJzAVBYHR0lOPHj1NeXk5dXd2qdrGXyuBeKKkan5jgzl/ejX/YgVYexxYwYy3WQRBwKClCFjtKzEKqyERnXwmxBjuby85Scd04oVCcuLSTj7/zn7P9NReE2WwmNzeX3t5ecnNzqaioYHx8nM7OzmUv9C4EBAIBjh07xubNm9mwYcN5OYbFsgoWw2y6OBp3fpGphWuMeyeTyXMa9cvFYmSR/vfZ5/if3/0vvt0RVKUIswIWk4aoaPS2+9hy3TDhjU4iYRfWHhgPiZjHZOzOJFYB3lp0NT6rhReef2GaMZsoipw5c4bTp0+vSrHpQoDxm8IfDMXOFxYzxpvpS7LQGO9i5JSABYtLsVgsK6Paf8xYjtHtQsUiRVFoaWlhcnKSw4cPL5rhOrPAvVasSUP6z5AAWm0WtCj+wfg1U8pkaGiI9vZ2XC5Xel05lwa1Qc5SFGXNm1/LRSKRoKGhAa/XuyzWaKZ/gMGuHBsbS/sHZLIr58odlyKnZFyLCxW4L+ZA2YEhRWYymbLmG2IgGxO056u4PROz6f4bzO6F1lCGCe2rjTQwOTlJY2Nj1mQfZ2I2QqOhl254w+Tl5U0jNM6FpTTcFEVZsMDtcDheNQz8lWLdFLgNmEwmFEUhEonQ1NSE3W4/p+C8VCyUgAWDQRobG9Ms7MyLYzbWpMFGGBgYYN++feTl5Z2jr+Z2u9NJicvlmvUGEwSBv7r+Ut5+1RE6jvWTTMj8PNHLQ2dOEbixlPyHBhBUHe1kFDaDZNGnCsIZ+edE1IEO5B1NpIvbugjhW0Tsv7O+Utyeeq8mQuCggOoyjkUn7oVUkRNnq5uKTX427+ul5T9qGDzgpDwxjPx1jYleESFngpJLEwxemY9tREd+2sYvfn4Vig1K9sWxuDWSx9ygCCBCospDsD4FNfLU/ksgXiYSL3chPqKjW80ITp0/nBYdS58J//F8evJ8bPurPob+fSfJ9+mgAU4NihSivdOTB1UWwa6CMFXc1lImPn/Jm7h0298v7SKZAYNZ4HQ6F9RtWgiZ4741NTXnuPYaCW7meOJCrALDadyAMRr38Y9/nC984QvzHk9bW9uyv8ti8OlPfzr933v37iUajfKlL30pXeBej5icnOTYsWPs2LGDkpKSVd/fUhjcCxW3//7b9zKkDxOOO0hELVjEGGJSQxZN2DRwRGWctgRRwcHwSC7WXBnJB6OT+WxybOAf3vYXuGznpzAw22hcQUHBNCmTpSz0LgQYSeXWrVvX5FpbDBbL7s6cLMmMiRdH41aObDBMDNaK0+nkyJEjWdFRXIg1GZgI8fbPfouK3YOUFUTpUT0IAqRMEpYqFevxJKGQh3DXBOWVowyZNcIlDvQRG3LUStnGYv7jbz4EkGYzjo2N0d7ejizLWCwWUqkUu3fvJi8vb8Xf50LDfAZJ6wFzjfHO5kuy3DHeiYmJ9OuyLM/acLtYXDo/mK9YZBCHLBbLkifiMtdtmdfCarG2gXO8lNa6qZ5ZOKmqqkqvFcbGxjhz5gwmkyldrDLWCoZ2rsViYf/+/ReEdm4sFqOhoYG8vDy2bt2adXZlJBKZljsaMngGu3KxRnGZ/wuHwwDTmrwzawUXGdzZQSAQSEuRzazJZAPG+msuU+6ZyLaZ5GphtimHzGZZZl0qGAxy6tSpdW9Cu1QYnjNVVVWL9iNbKTKbDLqupyfczpw5M43QOF89EOZvuCWTSRKJRNrzb7Yc6OIU23SsuyehsUh7/vnnKS8vz4rO4nwF7oGBAdra2s4xk4TZC0vGyEwkEuHQoUPph1mmvlpmUtLT04PVak0HlZycnHOCtdkssePARgD26rVc2bORB3wtjBXl4Hp+FG+vQOIGM65fxdGuFZEkDYNkoagiAuDsVaYKwSIoG0E3C38obr9y+ia3CCQLzj2XqlPHvCnO9iu6aftiNYF6M1sne/HfYwVBBF1AD+iYHoxTdDaMJeRBF3QEHUwxHZ4xoVkl8L6ybQ1sp00IskD4mmR6/zg09I0pJmts5HQk0F1/uPwMDW37aZHeg/nUlPpxBWWS0y5RAdGqYjC1I8NOVNmCvSIIgkixVMAnd76FavfSZWwyYTALPB4P27dvz/rDdT7X3paWlnNce2eyu1OpFLIsp18XBCGdWN111128+93vnnf/1dXVFBcXMzo6Ou11RVEYHx+fUzu7uLiYVCrFxMTENBb3yMjIvCaMhw8f5nOf+xzJZBKr1UpxcTEjIyPT3jMyMoLH4zlvY5Uej4fLLrtszRY0i2EQLMSaTKUSfPqBe2jtSlK4R0MZsyBZVZK6mfyCOOMBGzZXCikiUqJGmPDIREw2BE3giq3X8Nbr9lHq9qzq95wPxmjcbF32mR3yzKaQsdDLZHmut6LPXDA0Pdd7Ujkfq2A2OaVIJIIkSa8qlv2FiJaWFiorK6mrq8uq3vZcrMn/fPjveODBYuw5MZSUiM2pYBJ0VEVEcKr0uXLYtHWItq4y2pvK8fSFqdruhzpIFtn48l/+M27nHxLyTDZjTU0Nzc3NRKNR7HY7TU1NaSmMgoKCP4pCgpGLuN3uFTfa1wJzjfFm+i0sdYw3FAqldZAtFsucTf+Li7vzg7kkSsbHx2lqalp2kcpgcK9VcTsej9Pc3IzVap3VS+l8YOZaIbP5l0qlyMnJIRwOk5OTs+Qp0/OFaDRKQ0MDRUVFq+KjIAgCbrcbt9udbhIY7EpjCiYvLy8dh+Yiz2XmQKFQiLa2Nqqrq9MEpNnklLKlwf3HCkMaqKuriy1btqwaq3g+U+7Zjmk1zSRXC4IgzFqXGh0d5fTp0+i6TmFhYTrOXgixYyEYk7Hnk5EuCAI5OTnk5ORQW1tLIpFIx5/e3t702tVoUs73nDFiUCqV4sSJE/h8PvLy8qbVBTLfd7HBNh3n/wn+CozRuFAoRDAYZOfOnVkxE4C5tdw6OjoYHBxMs7Bn/n1mcTuRSNDc3IzJZOLQoUNzshEyk5LM0SlDizk/P5/CwsJZXaBFQeDG6jpurK6DDBnkiUSYTw5/k87TIr5N4Sm1aR3slhRBnKg2AfMrMVd3gBgUpjG9ASLVcwflDTV+4metBCedlNeNMP5hM1N0cOMzwpQsiN+BbtYRXnldeKV6LSU1FEVDN70SJHWw9ElIIQHV+4cDEXwy0WIHOW28Ipvyh2PSERBUHeGVA1fFV/4mAnEBRiV8rxlFBJSEicALW7n3tjeSW2LBLlnwWVaeWKzUlGCpWOq4r3Hdms1m3G53Osj19fUhy3J6cbkQ6uvrmZiYoKGhgf379wPwxBNPoGkahw8fnvUzxmj0448/zs033wxAR0cHfX191NfXz7mv5uZmcnNz0yNm9fX1/PrXv572nkcffXTebaw2BEFY0+LcQgzu+ViTiiLz1cfvJjTeT0u3G8XsAhLoqoDJrJEcsxDfZ8LxmwST26y4fDJiVMA3kSLXmuT9N7+JK3ftX4uvOSeWOhq30ELPWLAUFBSsW/2xwcFBOjo62LVrV9Y0kdcCi9GMGxoawmw2XxCJ/6sNxqIwlUpRVVXFpk2bsrbduSZHHn+plWd6/w/Hn69GEUTcnhSSpBGdlCjPDTEgezEnYSDHgbhXY1dBL2eP5xDuc3JmpJC/euth/uztN865byPXMpvNXHrppZjNZhKJRNpY6dSpU9jt9mnEgVfbtWdMt2SL5bjWyMYYr2HCW1tbm35OzNVw6+zsvCCkGdYzsiVR0t/fT3t7+6zEocXCIAGshd7t5OQkTU1Nab3W9VjsyWz+bd68mZGREU6ePIkkSfj9fl5++eVFsQTPJ8LhMA0NDasmHTAbLBZLWu88k13Z29tLa2srXq83vcaa7bwZ0+SVlZVpI/DZJtyMvHQ9XjsXCkKhED09PRw4cIDc3NxV20+mpvF8Be61NpNcTVgsFoqLixkfH8disVBdXU04HObkyZMoipJ+Fufn51+Qz9HR0VFaWlrYtm3bupmMhSnz1w0bNrBhw4ZpfgtdXV3E43Fyc3PT5302ibVUKjWN5JAplzRTTqm3t5dkMrkuY//5wLopcBsaYpOTk+Tm5matuA3nJmDGvmKx2JxmkjNZk6FQiObmZvLz89m6deuiA91MRksoFGJsbCztAm3oI82n2w2QY3PzzU9+jJeaTnJ3z0PIG8YRRQ2vK8FEWGBylxXbcAx0MPWB5tanmNMZuao+z0VvNiskhyykckQ8kzFGQ7MEOJMEZhOzbUUHxJSOOuOKksZFVG9G8iuCqOogCVMFbePzrxxnolynyuVnostFtM4MggY6CE+58FVI7Lu8EHNkEzXSPq64cytWS/YuYWNsLj8/f0HD0NXCzHHfmeYzRkNk7969OBwOdF3na1/7GmNjY0sy4Ni6dSs33ngj73//+7nvvvuQZZnbbruNt73tbel7b3BwkGuuuYb7778/bfDx3ve+lzvvvBOfz4fH4+H222+nvr4+bTD54IMPMjIywpEjR7DZbDz66KN8/vOf5+/+7u/S+7711lv5+te/zkc/+lHe85738MQTT/Czn/2Mhx56KItncn1jPgb3fEnVZ7/7Dc6YTnOpe4ReJRdVldARsZhURIcCUQmTJjHudpF7UxhvY5Rw2IroA5tH599u/QilJeeXOdzf309XV9eyWcwzF3qGPNTZs2fPGcNbLws94zvv2bMHn893vg9nRZjJ7g6FQnzsYx8jPz8fRVEuyOR4PWA516mqqrS2thIIBNIeDNnAXMXteDLB7f/8r/TEJf7yjQGeCe8FC8QSJgpdMgPHvOwrG6bcEuSsnINVVzmb72LQ5cRap1GTW8jXr7p13n2Hw2GamprShV3jWrPZbOlno6IoaWOlY8eOAaTv+YVYMRcCwuEwjY2NlJaWvmqMn2aO8U5OTqalF2b6krjd7vQ5qKmpmdYEna3h9rvf/Y5HHnlkwem1i8g+MtdXhn710NAQ+/fvX/azztC4jUajdHR0pI0DV+M+MJrt1dXVVFZWXhD3WjAYTDOKKysrz5katlgs6Xg4n+HiWsJoVm3cuDFdKF5rzMauNAhFp0+fxmKxTJOLjMfjvPzyy1RUVEw75tmkTO66666LU2wrRG5uLpdddtmqP78znx1z4UKQJFkKjLqXLMscPnw4TQTasmVL2iOsr6+PkydPXnCTckNDQ5w8eZKdO3eu+8nYmWtXI253dnZit9vTOVBubi6KotDQ0IDT6WT79u3pa3A2/5KBgQG+9KUvpfOrC/16zQbWzSqgra2NZDJJTU0NgUAgq9vOTMAMTTibzcaRI0fOMZOcjTU5MjJCa2vrihOgzIdrXV3dsnS7D+7dxo/3biOuJhlJBvCYXExukvmE/hDjPQM4u2TEMFhaNeRaFXO3NCVdAjj7NJJFs3crJ0bclJVMYJ7UUMxzXBYLMTtmOS2aY8Zn4iKufhkpX0cGNO0VJrigo+ZoFB4YoUwM0fTLnbj/1I7gFyk5m8+lhzdx5Wu2rhpTa7XH5pYDSZLSwU7TNI4fP04oFMJut/Piiy9yzz33EI/HOXHiBI8//jiXXnrpkrb/wAMPcNttt3HNNdcgiiI333wzX/3qV9N/l2WZjo4OYrFY+rV77rkn/d5kMskNN9zAN7/5zfTfzWYz3/jGN7jjjjvQdZ3a2lruvvtu3v/+96ffU1VVxUMPPcQdd9zBvffeS1lZGd/61re44YYbVnC2Vo7lsJeWi7lkk+YqLPWP9vH3n/l37JcnKU6ksFsUIrIdQdaxSTKJkBlXaYxwjxtLUkPpszKEHfuBOCV5dj504Cbqy7asyXebC4Z3gTE1M9OsdDmYTbNybGwszdAxm83nGNatNXp7e+np6cnad15PiMVivPWtb6WgoIAXXnjhYnF7DZFIJGhqagKmpmKOHz++LOOkTMynNfmVYz/hzOO/o2uomo01A8hJCUEH3SQSGLVRVWvGVZWi81ge23f4KbFE6VG8pGImnJrKV677KIWe+TW0A4EAx48fT7Pl5noOm0ymtImz0WRZrLHSeoehIXk+C0GrDUEQ0obYs43xGj4jJSUlC5Jdnn/+ed7+9rfzla98hb/+679eo29wEQaMXCaVStHc3EwqlaK+vn7Zhp9GDuT1etm5cydjY2OcOHECXdenTb9mQ5asr6+PU6dOsX379nOMz9crRkZG0h4exr1htVrTLEGDGJNpuHi+2ZnBYJDm5mZqamqWzehfDdhsNsrKyigrKzuHUJRIJADw+XwLMkI/+clP8tvf/pZjx45RU1OzFof+qsVaNKeN2s5CJKNXS3HbyBWtVisHDhyYdo5neoQZTR+DiGmz2dJ1qflkxc4XMslDF5pHiyEhU1lZmZaINZ53hvys3W6nrq5u3vM+OjrKn/7pn3Ldddfxne9854K/XrMFQV+ris4CSCQS6LrO8PAwfX19aUZoNtDU1EROTg5er5empiZKS0vPGUOby0zSKE6stmZqZgfe7/djsVgoLCycU7fbQDQapampCY/Hw4baGo6/2EPPSwNgEujcHKL1lwMIPSDoAqoFhv/cTMw+vWspJKHwqQQHP9DN4HcKCd0o4rlvnES7CFrmjaKjlRei261piZKpV6eEvpP5FjBkRQRQPDoTb4pPK3ybm63cqJTjPHiKwZYQAye8qIjotSob94bYotjY7LiWSy8/jNksIctyusPu9/sRRXFawSobD8NIJEJDQwMbNmxYs7G5pUDXddra2ggGgxw4cACr1Yosy3zwgx/k5z//OR6PB0VRuPfeey8ymFaAVCq1ZgXuUChEQ0MDV199dfq1uTT/3/X5r7DB1sFA0oFQZ2ZTJML28jEe6ttM5HSChOQgJjup2D5ByiIQmbChxU2YLQqHaqv42PV/tSbfaT5omsbJkycJBoPs27dvTVgBmQu9sbGxNV/o6brO6dOn6e/vZ//+/a86bcZYLJaWKnrooYcu6t+uEIaB3mJgFEHz8/PTPhENDQ0UFBQsu4AwV4O/saWT/9P5HUwWFcf/p9Nl3UBtSQ+vv+k493/nckJqHpooY/Uk2LpjHFnXCJ+x4jQlMVt1Dm19De++8S0L7n9wcJD29vYVjZjqup42VhobGyMUCq3LiY654Pf7OX78OJs2baKsrOx8H855gfFsdLvdpFKpecd4X3rpJd7whjfwuc99jttuu21d/7YXAhRFWXKTzCgGhkIhXC4Xu3btWnZePldhyZh+HR0dZWxsjEQigc/nS6+RlvosN6T+RkZG2LNnT9YmX1YbRjFn586di5Ii1HU9zc70+/2Ew+G0JIfBzlzte8bQxb2QYlokEuHll1/G7XanTW4dDkeacGSsyTVN4x//8R/56U9/ypNPPpk1ebA/ZiSTyTXZz2OPPcbhw4fPycszZa9eDcVtQ2LH5/MtSX0AmFZ0HRsbA0jHjtkkdtcaRn1u7969ryryUCqV4qWXXkIQBCRJIhwO43K50jmQx+NJX5ejo6PcdNNN7Nmzh/vvv/+8/ybrCeumwK2qKoqiMDo6SldX15LZqPPh+PHj6ZHW2YwLZkuqjILM+Pg4e/fuXdPiRKZu99jY2Jy63YZJW2lp6ZymUpquc6pnGP9ghOISL75yN9/tbOKXp9uJyzJFYSuXTeRSv2kjvr05/KLnARr+O4l5fwT5izJqUACJVzRIBPzvzMPTbEeKAOJU4VxHR90goKT+oH3ry3dQ/ZZ8Hk92ougaDsXKlVIddx25Eo93ecwOTdOYmJhINwLi8fg0ptZyDAonJydpbGykoqKC6urqZR3XakLXddrb2wkEAhw4cACbzYau6/zgBz/g7//+73nwwQe5/PLL0wZctbW15/uQL1isZYE7HA7z/PPPc911183Jmvxt28P83++9wJ6NfkaO27HviKEW2MgPKlxT28tTwxsZjpkJtAgIHiuabELw6njzUoDOR69/L7urzv/1oCgKx48fJ5VKsXfv3vOika3rOpFIJB1Tw+EwHo9n2hheNhNZXdfp6upKj2q/2oq/8Xict771rcRiMR5++GE8nvNnVvpqwWIL3GfPnqW1tZW6urppE2XNzc14vd5lsX5nk0XSNI2/vOdr6M4+wjVWKicjBH/upM+bj90xwV+/9/ccfaSC4+07iEsWEBV0RcVblMDqUClyFHPfRz60qH13d3fT39/P7t27syrhY0x0jI2NEQgE1uXovoHh4WFaW1vZvn37vKbNr2YYGr2ZerfRaDQtRxMMBrHb7Tz99NM4HA6+8IUv8OlPf5o777zzgi9ErAcsp8B97NgxhoeHqa6uXpGczmJZk4Z5qXFfT05OpkfqCwsLF2SOK4pCS0sL8XicvXv3njdj86XAaJb39fWtqJiTyc4cHx/HarWm10+rEQ/Xqy7ufIhGo7z88svT5KGM+sH/z96Zh0VZ/e//nmHfdxBRBAFBRbbBNXMtBUFArY+tlu2WlmX77qfUzLLF0lbTPqWWguC+gqZppgwgu8q+zgIMMDD7c35/+Hue7wyyMxswr+vy6mqYgfPAPGfOuc/7fd90oZVMJsOOHTtACEF2djbOnTuHCRMmGHroQwJ9CdwZGRka91JHe1pdBtrqC7pzYvTo0QMu3lO32BUIBGhvb2cOnj08PPQ6j9JrxurqakRFRQ2p/YdCoUBmZiasra2Z4GC6AFYoFKKhoQFsNpvJn9q9ezcmTJiAvXv3dhmYO1wxOoG7oaEB+fn5mDVrlla+L0VRuHTpEtrb2xEdHX3H5qmzRZVcLkdOTg4oikJERIRBQ8s6m1RcXV1hbW2Nuro6BAUFab3lS0WUqK4S4njxVdy6lgd2LQsT/IOw6D9zwbOX4q+qW+BfbYSdwAyjPF0xb+FEEBcFMnIKIBaoEO7jj8jQUSgsLECrWIxJkeFwstW+wKPuXyQSiWBnZ8cs1pycnHqczGlPOH9/f/j5+Wl9fAOFrjIRCASIjo6GjY0NCCHYt28fXnrpJaSmpuKee+4x9DCHDAqFoltPNm3S3t6OCxcuYMGCBXdUTdY1NuLT89+A39iOWq47Fs/LwbXTPjAfLQHL3wZQEMyzq4Wraxv+5Y0Gr90C0iYVxO2WgJUl4iaH46n5PVdM6gOZTIasrCxYWFggPDzcaE6XZTIZM6fSGz26MmGgGz36UEooFILD4fS7VdtYkclkeOihh9DQ0IBTp04NqcoJQ0IIgVwu7/brN27cQFVVFSIiIu4IKs3NzYWNjU2fDzk7WwP9cvwg0hsuouGMM8yXSkDsWPBqFsPiFFDcNApyb2CS903EJBTi8tkxKCgei3aZA5TmbNjbSbH1hZUY59dzjgpFUcjPz0dzczMiIyN12tnRVeEAXY1kyM1BdXU1bty40evKzKEIXTWpLm53hK4oe+6553Dq1ClYWloiLi4Oq1evxty5c/U84qFHXwRuQgjKyspw8+ZNODo6DigkfCBVk+rhs42NjbC1tWUqu9Ur3ejnZmdnw9zcHOHh4YNCEKA7OIVCIaKiorR2WN7ZfKje4TbQ3w19YGfsvrjqtLe349q1a/D29u7ysIYQgtraWjzyyCPIzMwEAHA4HGzfvh0cjmHD24cC+io0On/+PEJDQ+Hm5jakwiRpaGtdXXVOqHfKqesvnc272oTWRfh8vlbnQ2NAoVCAy+XC0tIS4eHhnb4PaUu+L7/8El9//TUUCgVmzZqFRx55BE899ZQBRm28GIfaoIa5uTmUSqVWvpdCoUBOTg5kMhlGjBihIW53VTUpFouRnZ0NR0dHTJw4USs+bwOho293e3s7bty4gZqaGgC3q7mUSqVW22/NWOYY4zsCz/kuBu5drPE1TwCTnEcCk+583UPTZgO4vUjOzs4GRVGYOmWKzhaR6v5FCoWCqfLJysoCi8ViFmqdtdLQLd7G5glHQ4sZ6uI2ACQnJ+Oll17Cn3/+aRK3BzG0BZJCodAIjnjrj89RaN4AX5tG8EWjAcIGy4LAyUGKiixnjAxsAaxZON84EhFyISKc6tFub45aB3tMnxSH2RPuNfCV/R+0fZKTkxNjo2AsWFlZaXgv0hu9/Px8qFQqZqPn5ubWp/ZnuvNHJBJp3LdDBblcjhUrVqC+vh5nz541idt6gl7LSCQSTJ8+vVMhuCtf/+5Q39ix2WzUC+rw8jc7MH5yCcpKOfCxbkArywwsikKTlTUmhQhRldEORas98hCIhr12mDalFKFTL6Gt1QKedguwZOo7vfrZ6oUEU6ZM0bllUMfAbzrksKysDHl5eQarRlJvs3VxcdHbzzUmaJu4jmFuHTE3N4dQKERmZibef/99JCQk4NixY3qr+hvq9Hb/oFKpkJeXh6amJvj5+UEsFvfr53W0ReqPJUDH8Fm66IXL5Wrc8xYWFrh+/Xq/WvUNBf17bmtrw5QpU7SaJ9DVfEiHvg4kaI4O/A4PD7/jINZYocXtESNG9NiJ8Oeff+LmzZv4999/4ePjgxMnTsDHx0ePozUxUMzMzEBR1JALkwT+L1tAlwfmtra2GDNmDKO/qM+7bDZbI/RbWzoaIYSxupw8efKQ2l8plUpkZWV1K24D/xdwe/78ecybNw9ffvklzp49C4lEoucRGz9GU8FNt+eKxWJcvnwZ9947MKGmra0NXC4XNjY2sLe3h0qlwsSJEwF07TUpFAqRm5urlXYOXUC3vdfW1iIiIgK2trZ3+HbTbXrd+XbrErlczpxADcSLbyCoh04JhUKm6p2u1pJIJMjOzjZaTzg6jK+urg7R0dFMBeihQ4fw5JNPYu/evUhISDDwKIce+qzglsvlSE9Px8SJE+Hp6Ym/crPxv5y9EMrs4eYrgouVFDncMaBKzTAplIcAGz7+uugLYqWEy91yKGEBFQFsVARsFsFr9z6PIC/jCbeh7ZN8fHwG1Lasb9Q9KwUCAcRiscZGz9bWtstroSgKeXl5EIvF4HA4Bu380QUKhQJPPPEEbty4gYyMjEGzcR0sdFXBTa9lbG1tERYW1uWBcXFxMVQqVa9bpTtWTf6a+iqOc9mQSViYsaQSycenY0RlA5CghNIOMLOm4NUkgUd+GwqyvdFsZge5kzlY5gQjna2w5+MXer2RaW9vR1ZWFuzt7REaGmrwQoL29nZmLdXU1KSXaqSOobtDqc22L9CWAKNGjeoxoK24uBixsbF44oknsGHDhkHzuTJYoDtpu4MOLGOxWIiMjIRQKERNTQ2mTJnSp5+l66pJiqKYDI76+nooFArY29vDz89PKxXKukahUCA7OxuEEERGRup1vB2r4m1sbJiCoZ72luqhb9q0m9IlEokE165dg6enJ8aNG9etPc63336LTZs24eTJk31+z5voGX1VcF+6dAljx46Fu7v7kBG31TWiyMhIg2QL0Fay9Pwhk8ng5ubG6C/93Rep76+ioqIGXXh4dyiVSnC5XKazqLv1cGtrK5YsWQJbW1scPnx4SIn82sboKrjpKiRCSL8nm4aGBkZcCQ4ORmlpKbNx7GpRVVVVhRs3bhitVxh9c7e0tGDy5MnMifrIkSMxcuRIjSrE3NzcLn27dYlEIgGXy4WDgwNCQ0MNViHBZrPh4uICFxcXjBs3TqOV5saNG0wau729/YDeZ7qA9paqra3VELePHTuGJ598Er/++qtJ3NYR+nof0HPP2LFjkZmXg53ZV0HM2+DNUsLMXwkQFmQKc7iYt6PeygKFeT7wvZePqZE1yMkbgfoUJ9iNbYelkwIjnPzw8Qtr9TLu3kLPQYGBgUbZHdEdnSWK0wdlJSUljGdlx/BflUqF69evQyaTITo6WufVqPpGqVTiueeeQ2FhoUnc1hGdzT8CgQA5OTkYPXp0txtvAIxXX090POA/cfUvFPz7LWrhDpnSDZaWMlhbyMCyV6FF6oggYSXKrJ1gLmej3sUGLRFWCAgQADw+FOaWeDLhGYSN6aSlqwvowy9vb+8er0lf2NrawtfXF76+vndUI5mZmWkEW2tDjFe3MVJfzw03aHHbx8enxwyUW7duIT4+Ho888gg+/vhjo3jfDDfozkc3Nzdmjd/fzhFdV02y2Wy4ublBIpFAqVQiICAAFEWhvLwc+fn5TH6Ph4eH0Ykl9CEC7cOq7wPAjlXxne0tO7N2ortRoqKiBk13Fy1ue3h49Chu//jjj9iwYQOOHz9uErd1BIvF0ovAzWazIZPJhoy4rW73Zsg1BZvNhqurK1xdXTFu3DgmL4Hu6qCzj2gNpje/d5VKhZycHMjl8iG3v6Irt3sjbre1teH++++HpaUl0tLSTOJ2DxidwE0LsSqVql+ibGVlJYqLizF+/HimOlddNO8sTPLGjRuor68Hh8Mxyg9luj1ZpVJ12crbWbsZn89HSUkJcnNzdb6YE4vF4HK58PDwQEhIiFF9WNCtNLa2tmhqamIWbdnZ2QCMKxW4tLQUNTU1iI6OZj6gTp8+jccffxw//fQTli1bZtDxmRgY6sLS8ezjOFbcCMs2GczGsUAJ2GCzCNosLGEtpBAQwANPHgBpZRtOnAnHuHF8TJgphKrNDDKVO/77zEaYmxtXFRLtJTtx4kR4eXkZejgDRn2jp1KpGBsk9Y2eq6sramtrQQgBh8Mx+sqwvqJSqbB69WpkZmbi3LlzQ+LvauwQQlBRUYGbN29i4sSJGDmyZz/r3ghN6gf8/JYWPLv7BwTKCuA7moXmElvAjEDSaAZLMwruns1oHOGC6r/c4TuvCTXudpApzUFZUbhh5Yy5weF4mfNgn66L9oU05sMvCwsLeHt7w9vbW6MKtKioCAqFQsOntj8bLXoj2tLSMiRtjHqLephbTx2T5eXliI+Px9KlS/Hpp58OCnuJwUh3fwM63DYwMBB+fn7Mc/sqcPc2THKgqHdIcDgcxv4nMDCQKXqpr69HcXExHBwcmO5XbQdO9xW6Y8fFxQUTJkww+Hvd3Nwcnp6e8PT0ZDKhhEKhhrWTu7s7JBIJs48eLN0oEokEmZmZcHd3R3BwcLfi9u7du/H+++/jyJEjmDFjhp5HakJb0Pa0Li4uKCoqQnV1NfP+NvS931/UNaLJkycbTfcoi8WCvb097O3t4e/vD5lMxhQPlJaW9ir0m9ZqhuL+SqVSISsrC2w2u0dxWyKRYPny5aAoCkePHh22RRF9wWgsSuj2XIqicOrUKcydO7dPNylFUSgqKkJdXR0iIyM1WqMqKyvB5/MRHh4O4P8sSRQKBXJzcyGVSo02TVsikSArKws2Njb9PsmnF3N8Ph/Nzc2wt7dnQli04dvd3NyMrKwspsXUGD8geDwe8vLyEBoaygg0xpQKDIBJSY+OjmaCE86fP4/7778f27dvx6OPPmqUv9uhQl8ClvqKesXSce4/SD3/B1rMrdDMd4WdrAnscBZGtohx09ID9uPa4NQoBViAA6S4We6DJgELrHYWLM1YeO2+GMRMi9bJOPsLIYR5/0ZERAx5L1n6ELG+vh7V1dWgKArOzs7MvDpUgiUpisLatWuRkZGBjIwMoxUlhwpyuRwqlQr5+fkQCoWIjIzs9aF7RUUFE2zaGfQcpFKp8NW+7/BnbRsCrAUIElXCZSIL14u80Si2hbKNgn9oI4LCBTh4NRqyW7awqFPA3bkZ1iNkMDN3wPaXX4WdXe/f47RgX1paOmiDFAkhEIvFzHqhtbW1zz616p0eUVFRQ6oSqS/0JsyNprq6GgsXLsTChQuxfft2gwt+QxnaKlId9XDb8PDwO+7dxsZG5ObmYvbs2b36/vrwu6Xn0JaWlh7Da+VyOYRCIfh8PhoaGpguLdrqUZ9rbnovNVis3SQSCfh8PiorKyGVSmFjYwMvLy94eHjAycnJqMcvlUpx7do1xpO9O3F7z549eOWVV5CWloZ58+bpeaTDC11aRXbs4Kezu9TvfVrsNvb3L416t8ekSZMMXqTXW9RdB4RCoUb2EW0hRYcuWlhY9CgADzZocZvFYiEiIqLba5PJZHjwwQchEolw8uRJg1jPDEaMTuAGgJMnT2LmzJm9PqGgvcroTYO6uEAIQU1NDUpKSjBu3Di4ubnBzMwM7e3tyM7OZlrAjHFSaG1tBZfLhaenJ4KDg7WysKcXcwKBAA0NDbCwsBiQb3dDQwNycnIQEBCAMWPGDHh8uqCurg6FhYU9bqw7+nDa2tpq+M7p8sOuvLwc5eXl4HA4cHBwAABcvHgRy5YtwxdffIEnn3xyUHzYDmZ64z/ZH+hFlUQiw7u/fAdhezUCfepxhT8WyhoHOFgIQY0icHeWoanQEcooCmYuCtiL5bASq2DhoAQbBH7sAMQHJBrd4ouiKBQWFqKxsRGRkZFDKtW6O+RyORMKEhQUxFR6NjY2wtbWlukMcXJyGpSiDEVReP3113Hs2DFkZGR0G/5mQju0tLSAy+UCACIjI/vUbVVdXY26ujpMnjz5jq/Rc1Bm0TWkXfgOZ2qCYOXAQoAtD6Mba+EWoER5gzvKalwAsCFvVWJseBPGRfBRIfRAJd8NULLx2rxliPbvXEDvCoqimNT7yMjIQVPd1xNSqZQRxtR9amn7oo7zM92KCgARERFDqhKpL6iHuQUFBXX7OVZXV4eYmBjcfffd+PHHH4fUBtcY6ShwK5VK5OTkoK2tDVFRUZ1+tjc3NyMzM7Nb4Y+umqQLCOgiI10gl8uZ7syIiIg+HSKpd2kJBAIAYO5peu+oKwbDXqoj6lZLYWFhGpZugHF1x6ojlUqRmZkJFxeXbsVtANi/fz9eeOEFHDhwADExMXoc5fBEV4VGPXWO0Pc+n8+HQCBgghI9PT3h6upqlGt4unPezc1t0ATndgZdMETrL2KxGI6OjpBIJLC3t0dkZOSgvbbOUKlUGvkK3X2uyOVyPProo6itrcWZM2eGfPGYNjFKgfvs2bOYPHlyrzZC6gFM4eHhGh+idMWSXC5HSUkJBAIBVCoVHB0d0dzcjBEjRiAkJMQob5yGhgZcv34dfn5+Gu2A2kT9BE0gEGh4q7m7u/e4IKGrosePH9+rFmpDUFNTg+LiYoSHh8PNza3Xr1MqlcxCV32x5u7ufofv3EChK9uio6MZcfvKlStISkrCxo0b8fzzzxuNmDmU0YXATc9BH+3fiIJLAojcbOFJ5AifVI4zJRPBFlrCzE0K1S0J7GYCHioJGssd0exlBXMPBUCx4KKwxVdJL0EmFoPP50MoFILFYhnF4ouuSKS7YIzNy1JXyGQy5nNn0qRJGr//ruYOY9zodQVFUXjnnXeQnJyMc+fOITAw0NBDGvIQQnD27Fk4OTlh4sSJfRZT6urqUF5ejunTp2s8TlEUWsRivPz7Nnhb3URjHguXvELhDBnG2PMxolGAAPcGCF3cUFLsgqY2O1BsFigpQClVsHFWIcw/GO8+/lSfr0mpVCI3NxcSicRou+S0QWf3PC2Mubq6gqIoJnx7qFUi9YXehrkBt9eXsbGxmDx5Mnbt2jVsf2f6RF3gpvdW1tbW3R7IiMViXL58Gffee2+nX+9YNalLcbutrQ1ZWVlwdHTs1xyqDiEEIpGIEbzosDRPT89+2xN1RV1dHQoKCow2A6ozKIpCQUEBRCIROByOxtxO/+5owcrQ3bHqyGQyXLt2Dc7OzpgwYUK378XU1FQ888wz2LdvH+Lj4/U4yuGLLgTuvtoi0UGJ9L2vVCo17n1jWMM3NjYiJycHvr6+GDt27JDSCJqampCTk8PkytDFhoOhM6QnaHGboihERUV1+xmlUCjw+OOPo7S0FGfPnjVlH/URoxG4gdsfPABw7tw5hIeH93hSQYdJjho16o7FcmdhknQbPe39o1Qq4erqyrSVG0u7aG1tLQoLC/W62FH37aYXJN35dtNeu8bcbqytNG91KxOhUIi2tjbGd26gdgSVlZUoKSnR8K3LzMxEQkICPvjgA7z00kuDejIfTGhb4CaE4NiFcziYsxcKkTmaG22g9LaEo1iBqMkluFw4Dm1yayjENrC3aoS8QQWrSWxY2ajgpJSAKC2QMHUJFoXO0vi+HRdfCoVCI1BWX5WBdAWzmZkZwsPDh01FIl394+Tk1KNHprHZIPUGQgjWr1+P//3vf8jIyEBISIihhzRsEIlEsLa27tecz+fzcfPmTdx1110A/q9qctOZUzhR/C/GNDQgOLQRJceswA0ZD3uWHB6WzRjNFsCF1wyfgHY02DihQWCHhkY7KFUE7k7mWP/0e3Cw63vVtVQqRXZ2NiwsLBAWFjZs5gda3KHveYlEAjabzRRhGOM9rw/Uw9y687sFAKFQiEWLFmHixIn4/fffjUJQGA7QhUb03mrkyJE9do9KJBKcP38eCxcuvONvqm6LpOsgN1rwGT16tNatEgkhaGtrY9ZctD2RNizJKisrcevWLYSFhQ0aAYOiKOTl5UEsFoPD4fRoJ0rbZAqFQjQ1NcHOzo4ppNKnYCWTyZCZmckcgHT3c48cOYKVK1fit99+w5IlS/QyPhPaF7gHaotECEFrayv4fD74fD7a29sZKw0PDw+D+F3X19cjPz8fISEh8PHx0fvP1yX0waq7uztCQkI0umoGa8EQDR2WqVKpEBkZ2e3YlUolnn76aeTl5SEjIwOenp56HOnQwCgF7osXLyI4OLhb4bSzMEmazhZVhBCUlJSgqqoKYWFhcHNz01iwtLS0MAsWT09Pg2xC1H1sw8PDByTKDpSufLvd3d0hFApRUVFh1F67dFV0XzxMe4tEImEm24HYEVRVVeHWrVuIiopiPJVycnIQFxeHN998E6+99ppJ3NYjnflP9pfm5mas+uYDVEkcEO1XhcorriDuLLTZWsBTpYKbrwCOZkr8U+8LC6kFpO2WsHKSwaxZBgIgNDgAGx57ssefo774EggEaGtr0zi009Xiq729HVwuF46OjggNDTXKLhhd0N7ejszMTKYlsK/3Z0cbJDs7O425w9D3OyEEmzZtwg8//ICMjAxMnDjRoOMZbgzEf7KhoQH5+fmYNWsWCCHgVlTgpUMHISFyjKSa4NYkQ1AYH7UZZrjsGgqWM+AKKVwtmuFJNcG+VQJX8xawHc2hYlti7tQnEBW+oF9jaW1tRXZ2NuNvOlzmh47QQYr0oUVLSwsTaKetDJTBQG/D3IDbQmV8fDz8/f3x559/DpuDEWOAoijcunULN27c6HRv1RlyuRzp6em49957NarR9BUmCfxfUZC+BB/aioPP52sItp6ennBwcOjVtaqHYEZGRg4aX9WB5gjQvsf0HorNZmsIVrrq1JDL5bh27VqvxO2TJ0/ikUcewc6dO7F8+XKdjMdE52ir0EhXtkhtbW3Mva+uG+kre6eiogIlJSVGXVzYX2hb3pEjR3aaQdBZ8UB3hZjGBEVRyM7OhlKpRFRUVLfitkqlwqpVq3D16lWcO3du0HT1GBtGJXDL5XIQQnD58mX4+/tjxIgRdzyHDpOsr69HZGTkHQJrZ4sqlUqFvLw8tLa2IiIiolMfuY4LFlrQ1VeyLu1j29DQgMjISMaqwhhQD2ERCoUghGDEiBHw8fHpl2+3rikrK0N5ebmGcKwr6NZkWrQCwJzudldNS1fAR0VFMQJ8fn4+YmNjsXbtWrzzzjvDYuNrTGhD4CaE4POj3+Hs+UqwpBQ8QsVwtGpHzQVXsOwJeLY2CBzTBkmVBYLCqsGSmaGA5402WIGlYMHB2gLr71+Jcf20/Glvb2fE7ubmZjg6OjKLL22lLtNBSN7e3j22mQ8l2trakJmZCS8vL61cd8eNHm07Q9sa6LsygRCCzz//HF9//TXOnj3LhDKb0B8DEbhFIhGysrIwa9YsPLzrFxTWN8PMloK5lQre0ibY1CrAmVaHljoV/v3XH3WTPGDJomBPZLCzkMCBLYWZEvD3DMT6h57t9zXQ9mpjxoyBv7//sJkfOtLZZq1joJ2lpSVzz7u4uBjdWkob0GFubm5uCAkJ6fb9IBKJsHjxYnh7eyM5Odkg1XHDGbFYjL///rtXHbQ0KpUKp0+fxrx58xixU19hkupFQXThkr5RKBTM+l8oFMLc3JxZc3V1T6vnlkRFRWltbaZr6PZ6ugJxoIdPdDci/fuTSqUaHW7aEqxocdvBwQGhoaHdvh8zMjKwfPly7NixA4888siw/fwyFNoQuOkiR3otpStbJJlMxuy3GhsbYWdnx+hG2j68psN+6+rqBtWBWG9pbm4Gl8uFn59fr/N+6MMGer9rb2/PzB29PWjUBxRFIScnBwqFokdxm6IorFmzBhcuXEBGRgZGjx6tx5EOLYxS4P73338xcuTIO6oHuguTBDpfVNFtsnQbfW9OmxUKBXPTCIVCnSfrKpVK5kTcWH1s1QX4sWPHoqWlpV++3bqEXuxWVVVphDXq8+c3Nzczi7W2tjY4Ozszvxt6EVtbW4uioiKNA5qioiLExsbimWeewX//+1+jmZiHEwMVuLNKM7H1/C40l1nD3a0dFddd4TNdBEdlG0R19mjJsQQ12QztMjZ8vdsgr7OEtY0UdvZSsAkLMycuxNI52muFlMlkzDzW0NAAW1tbZuPl6OjYr/eYQCBAbm7uoApC0gatra3IzMzEqFGjtN7+DNx+76lbmehqo9cVhBB8/fXX2LJlC06dOoXo6Gid/jwTnTOQ9tzW1lZs2rsX6fUtkFsSgM0CzAksrBVwkUvh2dCIMePaQNgU5DelyC8fDd4oDygczWBGVHA1s8TPKx7GqAGIRDU1NSgqKhpUXrK6gD5s6G6z1lkGCn047u7uPiQql2lxm67k727ebGlpQVJSEpycnJCWlmaU6+DhAG2p01sIITh58iRmz54Na2trvYVJ0h7QTU1NRhNuTVGUxj2tUqnu2B8N1twSOiSXxWIhIiJCJ3u9zgQr+vfX3zWrXC5HZmYm7Ozseuw2vHDhAu677z589dVXWLlypWkfZgAGKnCrFzmyWCy9HRp3POiysLBgdKPOQqf7gkqlQn5+PlpaWjrVvgY7jY2NyM7ORmBgIHx9ffv1PWhrLfWDRvXiAUNleNDitlwuR1RUVLfrOoqisG7dOpw6dQoZGRnw8/PT30CHIEYpcNOpsOoCCp0Wa29vj7CwsDvCJDtbVLW0tDBtsj15pXZFZ8m69KSljYobmUyGrKwso/apVKlUyM3NRXt7O6KiopgFGe3bTVe+9+TbrUvodr/a2lpwOByjWOxKJBLmA6+xsRE2NjawtbVFY2MjIiIimGqTmzdvIjY2Fo8++ig2bdo0JKu4BgP9FbgJIXj8m7dgzRai0cwJDbmOGDe+DjeyPSAfZ4FpVjcg9bREzQlXQE5BNc4MzQpz2NhTsLdWwtPeC18+vlanH8B0pwHdhWFmZtZjlVFHaPFq4sSJnXbXDFX6U1kwUNra2pi5QyQSMS3QA9nodQUhBN999x0++ugjnDhxAtOmTdPa9zbRN/orcNfV1eC1Pd+jtMkOCiczKBVssCwJwCJgsSlY2igxto0Hqo6NceGNsLRSQdoKtNWyQFEWWLxgGeZMien3uNUt4Axtr2ZohEIhrl+/jqCgoF5X36ivpejDcWP36u+JvoS5icViLF26FJaWljhy5MiQ28APJuh9WF84ffo0pk2bBhsbG72ESSoUCsbLNCIiwigr/TvbH7m4uKC9vR2WlpY9ih3GhEKhAJfLhYWFhd5CctUFw4aGBrDZbI0Ot96MoS/i9uXLl7FkyRJs3rwZzz33nEncNhADKTTSpy1Sd9CH17RuBICxMOrte5eGLuwkhCAiIsJosuK0BV00FRISgpH97FzuCEVRaGpqYtZTCoUCbm5uzGGZvn6HFEUxh5kcDqdHcfutt95Camoqzp07h4CAAL2McShjVAI33Z6bk5MDBwcHjB07FsDtDUN2djZGjx7dqzBJ4HbgUl5eHvz9/eHn56eViU79puHz+czpPB3u1tcTbdpM38XFpd8CvK5RKpVM4mtPLWm0bzctytDtIrpo11GHbt3h8XjgcDhG2e6nVCoZAYD+cLty5QoIIdi5cyfuv/9+bN261SjfA8MFOmCpL6Tf+AvrfziF8ROFUFqx0N5oi/pCe7iOlkIqoMBrtcfkaVWwFCuhcDFD8007tN0yh5mDCnZebHy66g24e+rXR029yojP54OiKOY+7cwDkRCCsrIyVFRUDDvxqqmpCdnZ2QgICOh3ZcFA6Wqj5+7uPmDPSnr+eeedd3Ds2DHMnDlTiyM30Vf6KnBTFIWUMx/j6JV6lLG80a6wBZwoqKRsKMCGra0CEqUZrGxlsKIojJA1wrpNCVAsOLrK4OPph9fve3VAn80URSE/Px8ikchoKikNBY/HQ15e3oAr2OmcD3Wvfl0dcOmCvojb7e3tuO+++0BRFI4dOzas3z/GQF8FbopQOHXuBCZMnAAPJ0+Ysy10uo5tb29HVlYW7OzsMGnSJINV5vWVpqYmXL9+ncmHcnR0ZO5pfdhg9heZTAYulwtbW1tMmjTJIHsUeu9Nr4NkMplGMVVnBxwKhQKZmZmwsbHpcdxXr15FYmIi/vvf/2LNmjVG+7cYDvRH4FZQckhU7WBRLFjCGmZmZkbzN6R9o+mQSlpspTPNutNUpFIpuFwubGxsEBYWNmjmut5Ch2WGhobCy8tLJz+DEAKxWMysp1pbW/Uy91IUhdzcXEgkkl6J2x988AH27t2Lc+fOYdy4cVofz3DEKAXuvLw8WFpaIigoCJWVlbhx4wYmTJhwR3hIV2GSdMDgxIkTdXrTtLS0MJOWVCrVCHfr6YSIFk50kfitLeRyObhcLiwtLft8ak97TdKijIWFhU68JgkhKCoqglAoBIfDMdrKHx6Ph/z8fMYnsKWlBf/973/x008/gaIo3H333XjyySfx6KOPGnqow5a+CtyHyg4j+cIpNFdawc1WBpYPBVGTDeRCFpStNhgzug43cr3QbG6NoElCeFMNoNgsqMxZ8HAYj3fue02HV9M7aFsdWuyWSqUaiy9zc3Pm/jK2bABd09DQgJycHIwbN65XYVv6gPaspBdr6hs9d3f3PnXNEELwv//9D6+99hoOHz6MOXPm6G7gJnpFX9pzJQoRjnNX48IxM9Q4uIEv9kQ7sQDsVVCADUpmDnNLFWCugpIyg4W5EmwrCuYqFezYFtixbAX83QeWzE5XF1EUZbSVlPqipqYGxcXFWg9/0kYloz6RyWTIzMzsVZibVCrF8uXL0dbWhhMnTsDR0VGPIzXRGX0RuFuVIpS33QK3+BqsrCzh7eKDEPdJcLfSzb5LJBIhOzt70OV/iMViZGVlMT70SqWSWXM1NjbC2tqaKTIwhrBpGqlUqnEvG0MBDiGEsTIRCoVobm6Gg4MDU53p4OAApVKJzMxMWFtbIywsrNtxZ2dnIy4uDu+88w7WrVtnNL/74UpfBG6KUKiTVKFWWol2pRhmLHO4WnjAzy4QVmzj63qixVZaN6I7tWjdSH393traiqysLLi7uyMkJMQo7j1tQq+XwsLC4O7urrefq27d2djYCCsrK2Y9pa1MOVrHbGtrA4fD6VYPJIRgw4YN+Pnnn5GRkYEJEyYM+OebuI1RCtxFRUWgKAqEEPB4vF6HSar7REdEROh1sUyfEPH5fLS2tsLZ2ZmZtDq2l9JVPsHBwUYjnHREIpGAy+UyoRwDuek785rUhm83IYTx4ONwOEbbxsvn85Gbm4uwsDBm41tbW4uFCxdi3rx5TPWktbU1nnjiCQOPdvjSF4G7vDUPm4//hHKhA2yl7XA2k8HWWYoKuMJD0o6ybDfYuSkwckQjeDV2aG6whpJlBgc7Ff786C2jfK+qbxzoeczc3BwsFgvh4eFMGOpwgG6bGz9+vNF6CdN/L1r86kvICiEEf/zxB1588UWkpKRgwYIFeh69ic7oi8B9re5NpB8vRkW1C/i2LuC1u0Eus4DKkgXiRIFI2VAqzcG2VMHCUgUlBbBYwL0e3ng4PIJpl+3vZztdSWlvb4/Q0FCjE1r1SXl5OcrKyhAREdHrcL7+0LH1Vi6Xa6ylDN2+3JcwN5lMhocffhgCgQCnT58eVp8vxkxvBW4ZJUVeSyZa5c0wV1hC1NQMQSsPoFgYbx+OMZ7+A+4wUocuEhmIT6shoEX5rvI71G0wOwubNtS8KpFIkJmZ2Sv/fEPSsZjK3NwcFEXBxsamRxuYvLw8xMbGYt26dXjrrbeM9hqHE33Zh/GktShqvQ5zWMDWzA4qKNCqaoGHxQgE24eBzTJuUZjueufz+WhubmYqi62srFBcXDxkg7rpIlRdr5d6ojttys3NrV8WUn0Vt7ds2YJvvvkG6enpCAsLG8jlmOiAUQncdHtuUVER6urqGJ+yjmJQZ2GScrlcw5PNkMEdUqmU8V5qamqCvb0949stFApRWlqq9SofbUL7nXt4ePSYet9XtOXbTbdFt7a2aviCGxsCgQDXr1/HpEmT4Ol5u1quvr4esbGxmDZtGnbu3DmshQFjQyaT9fgcQghO1OxC6tlMlLe7QlVAYeLceshvAK0BtmhptISrSgphlT3amy1hZccC2Ao8OGsmHo5ZqIerGDh094ZSqYS1tbVeLYcMDd02p37PDgY62+jRwlfHjXJKSgqeffZZ/Pnnn4iLizPgqE2o01uBu10hxOWKFbhwxBb8Rie02DmgxsYFqlortFtagG1JQOwJFEoW2HIWwGIh2MsNOx/8j8ZhvFKpZGzW3N3de/1ZNFgrKbUN7T1eXV2NqKgovRZVdNZ66+TkpNF6q0/64nerUCiwYsUKVFZW4syZM0weiQnDQxcadQchBHXSKhS1XIebhRfYbBbTQVvVUg4bsSPYAivmAEa9I6yvqHflGvO+qTPog/LeivLqHVrqdgb0Pa0vz+62tjZkZmbC09MTwcHBg2Z+l8vluHr1KvP+VSgUGh1u6h1GhYWFiI2NxfPPP48PPvhg0FzjUKe3AreKUuF681W0KprhbOEGNvv2309BKdCqFCHUIRpOFoYTT/uKXC6HQCBAVVUVWltbYWVlhZEjRw4aW7LeQAhBaWkpqqqqEBkZCScnJ0MPiaG7HBR3d/deuQMQQpCXlwexWNwrcfvrr7/Gli1bcPr0aXA4HG1ejgkYocDd3NyMK1eugM1m4+677+5VmGRbWxuysrKYqhFjEgxp0YE+nSeEwNvbG6NHjzbKSau5uRlZWVkYPXo0xo4dq/Px9ce3m/Y2am9v73ESMSRCoRA5OTka/lJ8Ph+LFi1CeHg4/ve//+kkiZzmww8/xPr16zUeCw4ORlFRUZev2b9/P9577z2Ul5cjKCgImzdvxqJFi3Q2RmOjJ4Gbnn8OVm3DofO1UNnIUXnaE+MWloPFt4KtpA3i0bZoVlqBtBFYKwiCR/jivaSX9HQFA4fu3lCvzKTb5Ol5zMrKiulQGWhCuDFRW1uLoqIivbfNaZvOKj2dnJzw999/w8HBAW+88QZ+//13JCUlGXqoJtToTXsuRVFolJUgv24V0g+7obneCjJ3S9RbuqKh3Qmk2RwKthlULIBtDlhbsvDlf5YhzE8z8LAzmzXanqg7MWWwVlJqG9oeTSAQGEX2h1Qq1Qi1pm0P9DFH90XcViqVeOKJJ1BcXIz09PRBJVgOB3oSuGlryIr2EpS334SHlZfGe0ukaISThQvG20Xc0Y6vPr/0Zt1Od/QKBAJERkYOKgub2tpaFBYW9juUW93OQCAQQCwWd9sZrC1aW1vB5XIxcuRIBAYGDpq1nVKpBJfLhbm5OcLDw8Fms5kDQKFQiJaWFjg6OuLatWvw8vLCa6+9hpUrV2Ljxo2D5hqHA70RuAkhkCllyBJdApttBjtzzdwGoZyHEPtweFj2/b4zFB3tdQEw+y0zMzPmvtemxas+IYTg5s2bqKurA4fDMfqsjc5yUOjq7s5spAghyM/PR0tLC6Kjo3sUt3fs2IENGzbg5MmTmDJliq4vZ1hiVAJ3XV0duFwu06oYHR3NfK1jmCQtbjc0NOD69esYNWqU0X4Yq1Qq5OXlobW1FWPGjGE8b83MzBgx1xgmLdpz1lAb1974dqtUKly/fh0ymQxRUVFGK27Tv8sJEyYwi9uGhgbExcUhKCgI+/bt03k1xocffogDBw7gzJkzzGPm5uZdCneXLl3CrFmzsGnTJsTHx2PPnj3YvHkzuFwuQkNDdTpWY6G79lx1W6R/GpLxv+vX4dzEA5c3GlIuG2Pn1cHZQQVplQUs2EoQc3N8eP+HcHcZPNVpLS0tyMrKgpeXV5eVOx0Two2lpXagVFVV4ebNm4iIiBhSQZr0Rjk3NxdPPPEEqqqqEBgYiMceewxPPPGE1pLLTQyc7gRu9QN+iUqEbOFqFOW0oSLLFo0SR6iczSGCHZqtrKFos4K5AlgcGYnne3lAqS5GicVixhvS09MTVlZWIISgsrISJSUlg66SUtvQHWQtLS2ddhkaGqVSiYaGBkbcAaDReqvNg/W+hLmpVCo8++yzyM7ORnp6er+EPxO6pTuBW30NxJfX4mZ7PtwsPTWsAATyevhaB8DPNkjjter2Zy0tLXB2doaXl1eXnZtKpZJZ60dGRhptl2ZnlJeXo7S0FOHh4VrrTuhMcKFFr+7syPoCXeDk6+uLsWPHamHU+kGpVCIrKwtmZmZd5kXR3rtPPPEE/v77bzg6OuLRRx/F448/rqE1mDAsPQnc9BykUqlQ2J6DVpUILhb/d48pKDlalS0IdeAMmgpuQgiKi4sZS171gzyKohgbDT6fD4qiGN1ImxZQuoQQwtgHG3NWWlcoFAqN9RSbzdZYT7HZbGY9yOFwus2iIYTg559/xnvvvYdjx47hrrvu0uOVDC+MSuCuqKhgvLerq6sxdepUAJ37bQO3BYkbN25g/PjxRrtJp61TCCGIiIhgBFm6wo7eUBp60qJ9wSdMmGAUnrOdeSO5ubmhra0NbDa7R281Q9LY2Ijs7GwN/96mpiYsXrwYo0aNwoEDB/QizH/44YdITU1FdnZ2r55Phz0dOXKEeWzatGmIiIjAd999p6NRGhddCdwdbZH40gocqvwVf+XK4AMebrZ5oLHcHhSfwMpBiZUxM/HgnHsMcAX9hz6UGTt2LMaMGdOrDVNnLbXqnrDGeo92hPbQjYyMHLJesGfPnsWDDz6ILVu2wMrKCocPH8ZHH300bA6vBgNdCdx01SQtPLFYLOSLfoVI9D9cu+KIxkpLtLVYQ25lBsJiY6T7SKx97C3Y2vRPFJJIJMzahPaGBG53XOnbisPYoA/ZpVIpoqKijD5YkxCiEUxLB6L3J5i2I30Vt9esWYNLly7h3LlzRrtmH+7QVpEd6bgPUxA58luzIFaJ4GDuDBbYECubYcm2wnj7CNibdz1H0DaOfD4fIpEIjo6OzGGara0tpFIpsrKyYGVlhbCwMJ12OmoT9SpFXVacq3fUqRcDeXp69jsorampCdnZ2cz6b7CgUqnA5XLBZrMRERHR7d65oqICMTExiI2NRXx8PI4ePYrp06djxYoVWhvPt99+iy1btqC+vh7h4eHYtm1btxWaPXXNEkLwwQcf4Mcff4RIJMJdd92FHTt2ICgoqMvvOdjprJOWPuBX34cJFTzcEOfBnGUGGzN7KIkCYmUzPKxGIthuktF7cAP/VwApFot7PCwnhDAFkh277owhg6Mz1IsBOBzOoDqo7Az1Pa9AIIBMJoOFhQUIIT3O+YQQ/Prrr3jjjTdw+PBhzJ49W48jH34YlcBN+0/yeDyUlJRgxowZnYrbhBDcuHEDdXV1CA8PN6hJfXd01urfGd1NWvrwXauursaNGzeMtiqLEIKmpibk5+czAmR/fLv1QVNTE7KyshASEsJs4FpaWpCQkAA3NzekpqbqbUP84YcfYsuWLXBycoK1tTWmT5+OTZs2dVmd7+vri1deeQVr165lHvvggw+QmpqKnJwcvYzZ0HQUuLuyRQKASnE+LgvOgFvbCDFPAkc2QfgoDh6IfsAgYx8IdDvtQA64OksIN9b7lEbdE24oC3d//fUX7r//fnzzzTdYsWKFUXY6mehc4FZfA7FYLEa8UFASFDX/gdb2o2gUtqG5yRJWFh6YGbIGI9y0F1bT3t6OnJwcSCQSUBTFVA56eXnBzs5uWL2XlEolsrOzmYKFwXKApw5dSUsH0zo4ODBzdF+yFRQKBbhcLiNCdieqURSFtWvXIiMjAxkZGXrrENS22DQc6Ezg7qrISKxsRZW0FM3KRhBCYG/miNE2/nC26H3VMu09S4u1NjY2kMlkcHNzMzrLye6gKAoFBQUQiUSIiorSW5ViZ8VA9P3c224Nurhh3LhxGDVqlB5GrR1UKhWysrIAAJGRkd2+V2pqarBgwQIsWLAAO3bs0EnH9B9//IEVK1bgu+++w9SpU/Hll19i//79KC4u7jTPpTdds5s3b8amTZuwe/du+Pv747333kNubi4KCgqMck2tDTrbh3U84Ke1IL68FrXSSkipdpixzOFq4QFfmwBYso374Bm4/Rmqvp7oi0BNh8zTnbStra16sTDqCyqVCrm5uZBIJIOiGKCv0Ha5TU1NsLGxQWtra5frKUII9u7di5dffhmpqamYP3++gUff9/XRYMMoBW6hUIjCwkLcddddd4RJKpVK5oaJiIgw2laH5uZmZGdnY8SIEX0KYVKftNRbhenTeW1+oBFCUF5ejvLycoOn2XaHQqFg2s8iIiKYVrO++HbrA5FIBC6Xi+DgYPj4+AC43fadlJQEW1tbHD58WK8fOsePH4dYLEZwcDDq6uqwfv161NTUIC8vDw4ODnc839LSErt378aDDz7IPLZ9+3asX78ePB5Pb+M2JOrtuV0tqtRRUQqIFAKwwYazpdegE3vU54CwsDCthn11lRDu6elpcL9aYPB5wvWXv//+G8uWLcPnn3+Op556atC9R4cTHdtzuxKW1JGpmtGmFMKG7QobLbfkSqVSZGdnw8LCgkl4V/fit7a2ZiovjTFTRJvI5XJkZWXBwsKiyzb4wYa6LZxQKISlpeUdtnCdQYvblpaWjN9tV1AUhddffx1Hjx7FuXPn4O/vr6vL0UAXYtNwQF3g7qxqsjPvUSnVDgoENmzbAVVN1tfXIy8vD3Z2dmhvb4eVlRW8vLyMfn5RqVTIycmBXC5HZGSkwYQc9WIpgUAAiUSiUWTQ2bjoIEz1jtPBgEqlYsTBnsTt+vp6LFy4EHfffTd+/PFHnc3dU6dOxeTJk/HNN98AuD33jR49GmvWrMGbb755x/N76polhGDkyJFYt24dXn31VQC3tQUvLy/s2rULDzww+IppeoO6wN3RnrazzxolUUKmksCMZQ5rM8MLu71BIpEgKysLtra2mDRp0oDfk3RXDG1hZG9vz6zNDFGIoFQqkZOTA5VKhcjIyEFZDNAdtO1KY2MjoqOjYW1t3anNrrW1NaqqqiCVSrF27VocOHAAMTExhh5+n9dHgxGjErjp6iW6VWrmzJkA/k9YkkgkyM7OhqWlJcLCwoz2hqEXDAEBAQNu9aJ91+hWPgcHB41Jq7/QVfD19fWIiorqVPA0BuiNVFebyt74duuD5uZmcLlcBAYGYvTo22FebW1tWLZsGVgsFo4dO2ZwUU8kEmHMmDHYunUrnnzyyTu+bhK4/0/g7qpqcihBh6Tx+XydzwHqVVqNjY2wsbFhxG5DbFzpaxcKhYPSE663XLlyBUlJSdiwYQNeeOEFoxUITNxGXeDujbitS8RiMbKysuDq6orx48ffMQeqVCo0NDQwmyo6CGkgbfLGilQq1ejGG0rXRtOVLVxHuyk6zI1ek/Ukbr/77rs4cOAAMjIy9NpWr22xabhAFxr15oBfm1RWVuLWrVuYOHEivLy8Bs38Qh980QU4xmSn0tH3nLaC8fDwgJ2dHWNNGRoaCi8vL0MPt9fQ4jZFUYiMjOz2d87n8xEbG4uoqCj8+uuvOhO35XI5bG1tceDAAY3w7sceewwikQhpaWl3vKanrtnS0lIEBAQgKysLERERzHNmz56NiIgIfPXVVzq5FkNDC9yGXgPpCjrI1dPTEyEhIVq/LloXobtirKysmLmzs4BEbaNelBgeHm5Uc6I2oPePDQ0NjLjdEZVKhaamJpw/fx6rV69GS0sLpk+fjueeew5LliwxuObW1/XRYMTo3nWEEFhYWDCLBvr0nm6T9fT0RHBwsNEsbjpC232ohwsOBBsbG/j6+sLX11dDJCotLe23SES30jU1NWHy5MlGK+7I5XJwuVxYW1t32QJraWmJkSNHYuTIkcyEwufzkZeXB4qiNIIAdHUgQovbAQEBjLgtkUjwwAMPgKIoHD9+3ODiNgA4Oztj3LhxuHXrVqdfHzFixB1CNo/HG3ZBUEN1UaUO7fvW1taGKVOm6LyzwNLSEj4+PvDx8WEC0Ph8Prhcrt7DdgkhzPwXHR1tFK18uoDL5WLp0qX48MMPTeL2IKI3VZO6hg7vHjNmDPz9/Tv9+eqCE50pwuPxkJubC0IIc08P5uBZ4HYnSmZmJlxdXTFhwoQhex/R87CHhwcIIWhpaYFAIEB5eTny8/Ph4uICNzc31NfXM0Um3c3VhBB89NFH+OOPP/QubsvlcmRmZuKtt95iHmOz2bjnnntw+fLlTl9z+fJlvPLKKxqPLVy4EKmpqbocqlHSm6pJbf4s2nIyKiqKycDobH7h8/l3zC90yJch6K0NpaGws7ODnZ0d/Pz8NDpfS0pKYG5uDoVCgcDAwEFVsUdXy/dG3BYKhVi8eDEmTZqE3bt36/TvIxQKoVKp7jgo8PLyQlFRUaevqa+v7/T59fX1zNfpx7p6zlCExWKBoihmDhpK+zB6beXn5wc/Pz+dXFdHXYTeb2VnZ4PFYmmszbQ9d9KfvbRuY2xz4kChA0GFQmGX4jZw+/OLzjhRKBT49NNPIZFIsG3bNsybN8+gAnd/1keDEaMSuJVKJZRKJSwtLTF9+nQIBALGGxYAPD094e/vb5TiNiEEJSUlqKqqQmRkpE7sPnoSiXpT3aDuiTR58mSj9fCSyWTIzMzsU8UUPaG4u7trbNDKysqQl5cHFxcXpnpBW9fd0tICLpeLsWPHMr6SMpkMDz/8MMRiMU6dOmXwkzoasViMkpISPProo51+ffr06Th79qxGNcHp06cxffp0PY3Q8CgUCkZcGkqLKnXo03UWi4XJkyfrvRPG3NwcXl5e8PLy0ti45ufnQ6VS9dk/si9QFMUEukyePHnIecLRXL9+HQkJCXjzzTexdu3aIfk+HoqoVKo7hCV9/+1qampQVFTUJz9+NpsNNzc3uLm5MW3yPB4PRUVFTPAsHYQ0mKp56Eorb29vBAUFDZv7iMViwcnJCU5OTggMDIREIgGPx0NZWRmUSiXs7OxQVlYGDw+PTosrCCH45JNP8MsvvyA9PR0hISF6Hb8uxKbhgkKhYCq4dT3/0PuR9vZ2TJkypctiG/X5JSQkBCKRCHw+n5lf1MVufc0vYrEYXC4XHh4eOqnC1DZWVlYYNWoURo0ahfLycpSUlMDFxQVlZWWoqKjQqeilLSiKwvXr16FUKhEVFdXt37qpqQmJiYkICAjAb7/9Nqg+d4YzhJAhuw+rq6tDQUEBxo8fr7eQ5Y4HhfTcWVhYCKVSyRQBamNtJpVKkZmZCQcHhyHZ6UaL2wKBoFfFUadPn8bKlSuxc+dOxk7o/fff18dQu6U/66PBiFHN+P/5z38gFAqRlJSEhIQEjB49GteuXYOrqytGjBiBtrY2XLx4EU5OTswNawzVdx0rovXh5dpRJGpsbNSobqA3lG5ubswJmkKhYE6+o6OjjdbihZ4knZycMGHChH5Nkh03aLQfMI/HQ3FxsVZ8u+nNr7+/P2NFI5fLsWLFCvD5fJw5cwZOTk59/r7a4tVXX8XixYsxZswY1NbW4oMPPoCZmRljQbJixQr4+Phg06ZNAICXXnoJs2fPxueff464uDjs27cP165dww8//GCwa9AnAoEA48ePx4IFC5CUlIT58+cbxfyiTWjfNzs7O6OoOOq4cW1paQGfz0dJSQny8vLg6urKHEoNNCFcpVLh+vXrkMlkiI6ONsrEcW1QUFCA+Ph4rF27Fq+//vqQ2RwMB7788kvs3LkTCQkJWLJkCSZOnKi3v1/HQ3pXV9d+fR8WiwVnZ2emY6i1tZXpOsvPz9fqPa1LRCIRsrKydFppNViwtLSEQCCAo6MjJk6ciKamJggEAnC5XLDZbA1bODMzM3zxxRfYvn07zp49O6z8q4cCM2bMgIeHBxITE7F48WK4urrq5L0vk8mQlZUFc3PzPh20s1gsuLi4wMXFRWN+odcMbm5uzPyiqz0ObaPZXYeLsVJeXo6ysjJwOBw4OzvfIXrRB5IdrYkMDUVRjM95T+J2c3MzEhMTMXLkSPzxxx96+Zxxd3eHmZlZn7pge+qapf/L4/E0Dpt5PJ6GZclQ4urVq0hISMDixYuRlJSEmTNnGs17sL90zDvTZtZRX2Cz2XB1dYWrqyuCg4M11mb03NmdX3930J1ubm5uGD9+/KCaE3sD3WnUW3H73LlzePjhh7F9+3YsX75cT6M0oY5RCdzffPMNkpOTkZKSgjfffBMODg5QqVQ4evQoc8PIZDImgPHmzZtwcHBgbEwMYbWhUChw/fp1KBQKTJkyxSAVgWw2W6Nyubm5GXw+Hzdu3IBMJoO7uztcXV1RXV0NKyurHgM5DIlEImHagbU5Sdra2mLMmDEYM2aMhm93RUVFv3y7xWIxMjMzMWbMGPj5+QG4/V544oknUFFRgfT09H4LBNqiuroaDz74IBoaGuDh4YGZM2fin3/+gYeHB4Dbnofq1zpjxgzs2bMH7777Lt5++20EBQUhNTV12GxQ3dzckJaWhgMHDuCNN95AQ0MDYmJikJiYiAULFhiFzcxA0LXv20BRP5QKCgpiwnZrampQWFg4oINN2rNRpVKBw+EM+gVzVxQVFSEuLg7PPfcc3nvvPaP7G5vonmeeeQbe3t5ISUnBvHnzMHLkSEbsjoiI0FlFDEVRyM/Ph0gk0uohPYvFgqOjIxwdHREYGMjc09XV1SgsLISzszNzTxtTN1lDQwNycnIQFBTE2I4NV1QqFdPxExERATMzM3h7e8Pb25vpwBEIBCgqKsIbb7wBsViM2tpapKamGkyE0YXYNFzYt28f9u/fj507d+Kll17C3XffjaSkJCxevBienp5a+Uyh/f1dXFz6XcQC3Dm/iMViCAQCVFZWoqCggOna9PT01NrejLZAHDduHEaNGqWV76kPCCEoLS1FVVUVOBwOHB0dAXQuenW0JqKLgQw1R9OV27S43d36rbW1FUuXLoWrqyuSk5P1tie3tLQEh8PB2bNnGQ9uiqJw9uxZrF69utPX9NQ16+/vjxEjRuDs2bPMXNrS0oIrV65g1apVurwcgxEVFYXdu3cjJSUFTzzxBFQqFeLj47FkyRLMnj3bqA/FO0M96yg6OtpoOro7W5vRrglFRUXMfsvDw6NHbY3WQ0aMGIFx48YNuX0HIQQ3b94Ej8frlbh94cIFLF++HF999RUeffRRo/t99Gd9NBgxqpBJmrq6OsTHx0MkEsHb2xtXrlxBWFgYEhMTkZiYiMDAQLBYLMaTmsfjobGxEXZ2dozYrY8qaqlUiqysLFhZWSEsLMzoWqAIIcxmo6qqCoQQjeopY9pQAv93Aujh4YHg4GC9TArqvt10sFJPvt1tbW24du0aRo0ahYCAAAC37XWefvpp5Obm4ty5c4PK087EnVAUhWvXruHAgQM4ePAgamtrsWDBAiQmJiI2NtZoFim9RR++b7pEKpUy+QNNTU2ws7NjNq49dWAolUoNgcbY5mltcevWLcTExODhhx/G5s2bh1x74HBDLBbj2LFjSElJwbFjx+Dm5obFixdjyZIlmDx5stb+vgqFggnsioiI0JsgIJVKmWIFkUgER0dHRkgx5GEiHbzWF4uWoQp9MEgI6bEwgg6U3LFjBwICAnDjxg289tprTIeYvpk6dSqmTJmCbdu2MePz9fXF6tWruwyZbG9vx+HDh5nHZsyYgbCwsGEVMklDCEFZWRlTdHTt2jVMnz4diYmJSEhIwMiRI/u1jqDXIr6+vhg7dqzO1iISiYSZX5qbm7XS+VtdXY3i4uJBF8pICMGtW7dQW1sLDofT6/2xRCJh1l0ikUgrna99haIoxlazp+KEtrY2LFu2DGZmZjhy5IjeP0f++OMPPPbYY/j+++8xZcoUfPnll/jzzz9RVFQELy+vO7pmL126hNmzZ+OTTz5humY3btwILpfLFBZt3rwZn3zyCXbv3g1/f3+89957uH79OgoKCoxuD69tlEolLl68iP379yM1NRXt7e2Ii4tDYmIi5s+fb/TXr27BFBkZOWg6gulCUoFAwGhrXe23mpubkZWVhdGjR+t0PjcU9NxZV1eH6OjoHsX+f/75B0uWLMGmTZuwatUqo/199HV9NBgxSoG7qqoKn332GTZv3gwrKysIhUKkpaUhOTkZ6enpCA4ORmJiIpKSkphKRIVCAaFQCB6Ph4aGBtjY2MDT0xNeXl46+SCm/dfodgxjFRPocXp6esLX15dZrDQ3NxvNhhK4vTDJzMyEl5eXwU4A1X27BQIB2tra7vDtpsVtHx8fBAQEgMViQaVS4fnnn8e///6Lc+fODftN8VCDbo2kN3plZWWYP38+EhMTERcXp5dU6oFgCN83XULP9XRCuKWlJTOPOTs7a/wtFAoFuFwuLCwsEB4ebrSdKwOlrKwMsbGxWLJkCb744guj/Twy0T/a29tx6tQpJCcnMxv3hIQEJCUlYfr06f1+X7e3tzOWRZMmTTLY/aEeoN3Q0NCnAyxtUlNTg+LiYkyaNInpdBqu0OJ2b8LcCCHYtWsX3nrrLRw9ehR33303amtr0draiuDgYD2O+v/Qhdg0XCGEoKqqCikpKUhJScGlS5cwefJkpujI19e3V/cofX+NHz9er+tkOmCRz+ejsbER9vb2GvNLT6hbDISHhxu8O7Mv0L6xfD4fHA6n33s99c5XoVAIS0tLZm/UXe7TQOiLuC2RSHDfffdBqVTi+PHjeily64xvvvkGW7ZsQX19PSIiIvD1119j6tSpAIA5c+bAz88Pu3btYp6/f/9+vPvuuygvL0dQUBA+/fRTLFq0iPk6IQQffPABfvjhB4hEIsycORPbt2/HuHHj9H1pBkWlUuHy5ctM0ZFIJNLosDVEB393yOVyJtQxIiJi0HaN0vst+r63sLBg5k5CCHJycjB27FjGpnUoQdv21dTUIDo6use589q1a0hISMD69evx4osvGrUu0NP6aChglAJ3VxBC0NTUhEOHDiElJQWnT5+Gn58fEhMTGb9KNpsNpVLJCCD0BzFd2d1ZIE5faWxsRE5Ojs4rEAZKdydrcrmcOaFraGiAra0tM2k5ODjo9Zpo6wR10dgYoH27BQIBRCIRbG1tIZVK4enpybRVUhSFF198EX/99RcyMjKGfTvzUIcQgoKCAhw4cAApKSkoLCzE3LlzkZSUhLi4OLi5uRnN+5cQgoqKCpSWliI8PNxgvm+6RKVSMfkDAoEAADQqjLKzs2Fra4tJkyYNWdG3srISMTExiI2Nxbfffjtkr9PEbaRSKc6cOYOUlBSkpaXBwsKiX36V9PrA29vbqNpKO1u/0WsTXR4mqs+Vg0nA0gUqlQo5OTlQqVS9Erd/++03vPrqqzh06BDmzp2rx5F2j7bFJhO3/951dXU4ePAgkpOTceHCBYSHhzNid2dreLoKrrq6GhEREXBxcTHQ6G8LNuqHaXQxVFd7H1og5vF4iIqKGlTde/R6tampCRwOR2sVpOrrLqFQ2GXu00CgA8Hb2trA4XC6taaQSqV44IEH0NraihMnThg0+8iE7qEoClevXmXE7vr6etx7771ISkpCTEyMwe9RiUQCLpcLe3t7o8g60hbq9z2fz4dSqYSTkxP8/f3h6uo6ZK6T5tatW70Wt7OzsxEXF4e3334br776qtGsp7uju/XRUGBQCdwdaW5uxpEjR5CSkoITJ07A29ubqeyOjIwEm82GSqVCQ0MDI4CYm5szld392SwNlmpI2kMyMDAQvr6+3T6344aS9qSmKyJ1KZi0tLSAy+UyhwXGCj1Oc3NzyOVyNDU14ciRI2hubkZRURHOnTvHeHGbGB7Qvly02J2Tk4O7776baeHVll9lf8dGb8oiIyMZv8WhDCGECUvi8/mQSqWwsrJCYGCgTgOnDEltbS1iYmIwZ84cfP/990NugWmiexQKBc6dO4cDBw4gNTUVKpUKixcvRmJiIubMmdOlKMDj8ZCfn9+r9YEh6XiAxWKxGDGqt3kZPUFX6VRXVyMqKmpYzJXdQXcsKRSKHsPcCCH4888/sWbNGqSkpGDBggV6HKkJQ0MIgVAoZMTujIwMjB8/ntmHBQcHo62tjQkjjYyMNHi3qDoqlUpj70PvD+m9DyEEeXl5aG1tRVRU1KCxGAD+TyAWi8WIiorSmZ2Deu6TQCCAVCodcJBwX8RtmUyGRx55BDweD6dPnzbo4YkJ/UNRFLKzsxmxu7y8HPfccw8SExOxaNEivXfYtrS0ICsrC15eXnqzWtU3PB4Pubm58Pf3h1KpBJ/Ph0KhYAJ+jSmctr/Qa8LeWDrl5eVh0aJFePnll/H2228Pyb/5YGRQC9zqiMViHD9+HMnJyTh27BhcXV2ZFt7JkyfDzMwMFEVpiN30ZsnLy6tHIVe9RS0sLMyoqyEH4iFJUZTGhpIQwojd2j6ha25uBpfLhb+/v1GLwxKJBNeuXWO8wekN4BNPPIGSkhLY2dkhLi4OGzduhL+/v6GHa8IAdOVXmZCQwKS56+tDT6VSaWxsBtOmTBvQ96ujoyPs7e0hEAggFovvsBsa7NTX1yM2NhZTp07FL7/8YhK3hzmd+VUuWrQIiYmJuOeee2BtbQ2KolBaWorKykqEhoYOqqwIOtCQXpuoVCpmbdLfqkH19v2oqCiDtbUbC/TapjdhbgCQkpKC5557Dn/88Qfi4uL0NEoTxgjdYZuWlsZ02Pr6+kIkEmHixIlITk426s9d9b0Pn88HcDuA0czMDBwOx6jH3hHa+5e29tBXMB8hhAmrEwgEaGlpgZOTEzNP98ZGQv1QITo6utuxKxQKrFixAhUVFTh79qxR78tN6B5CCPLz85mio+LiYo0OW1dXV53uw4RCIa5fv85YdgxFoZMOoVS3caPz3ui5s62tDa6urvDw8BiU+y16jRwdHd3jmrCwsBCxsbFYtWoVPvzwwyH5Nx+sDBmBW53O/CrpFt7p06fD3NxcY7PE5/NBCGFO7l1dXTXEbvUUXGNvUauursaNGze04iGpXhEpEAggl8u1dkLX1NSE7OxsBAQEGHUFmVQqxbVr1+Dm5sb4vVMUhQ8//BB79uzB2bNnIRaLkZaWhrVr18Ld3d3QQzZhYNT9Kg8ePIhLly6Bw+EwVU299avsD3RgHCEEERERgy5xfKDQXv6enp4a1RN04BRtN+Tg4MDM98ZUUdZbBAIBFi1ahEmTJuG3334bssGZJvoH7VeZnJyMgwcPorGxEQsWLEBtbS1sbW3xv//9b1C3catXDfL5fMhkMqZFvrdrE4qiUFBQAJFIpNX2/cEKRVG4fv06ZDJZr8TtI0eOYOXKlfj999+RlJSkn0GaGDRcu3YNcXFxMDMzg0gkgo+PD7MGioiIMGorLZlMhqtXr4KiKADQymGavqC985VKZa/uY11Ch4PTYXW0FaaHh0endqG0QNnS0gIOh9Nt4LFSqcSTTz6JwsJCZGRkDPvMBBOaEEJw48YNJCcnIzk5GdevX8esWbOQmJiIxYsXa73Dtra2FoWFhUM6nLqqqgo3b95EREREtzZutL2rMea99URZWRkqKirA4XB61Ppu3ryJmJgYPPbYY9i0aZNJ3DYyhqTArY5UKsXZs2cZv0pzc3PEx8djyZIljF8lLeTyeDzw+XyNxYyzszMKCgqMPgVXvcJcFx53XZ3Q0YuV7hYiHWlsbER2djbGjRuHUaNGaXWc2kQqlSIzMxMuLi4YP348WCwWCCHYuHEjfvrpJ2RkZGDChAmGHqYJI0bdrzIlJQV//fUXwsLCkJSU1KVfZX+RSqXgcrmM57Qxb8J0Ae3lP3LkSAQGBnb5e6UD7ej8AWtra0bs1kZGg65paGhAXFwcgoKCsG/fvkHfCmhCt1AUhfPnz+Opp55CVVUV2Gw2YmNjjcavcqB0tzbx9PTs9JBPpVLh+vXrkEqliIqK6tP6ZSjSlzA3ADhx4gRWrFiBX375Bffff7+eRmliMLF582aIRCJs2LAB7e3tOHbsGNNh6+7urtFha0xid3t7O7hcLpycnDBx4kSwWCy0tLSAz+eDx+P16zBNXyiVSmRlZQFAj975+oa2wqTD6szMzJgKT7qylj5wjI6O7nZOVqlUeO6558DlcpGRkYERI0bo8UpMDDYIISgtLWU6bDMzMzF9+nQmN8Db27vf6366e7eiomJI53eUlZWhvLwckZGRcHZ27vXr1APEGxsbmcyDrg65DAmtofVG3C4tLUVsbCzuu+8+fP7550b1GWbiNkNe4FaH9qtMTk5GamoqlEol4uPjkZSUxPhVqlcG8Xg8SKVSWFhYICgoCCNGjDBK0Yg+qayvr9dbhXl7eztTEUmf0NEbyu7a0OgWnpCQEKP2MJfJZMjMzISTkxMmTJjAiNufffYZtm3bhvT0dISFhel8HJs2bUJKSgqKiopgY2ODGTNmYPPmzQgODu7yNbt27cLKlSs1HrOysoJUKtX1cE10A+1XmZqaiuTkZKSnpyMkJIQRu+kOgf7Q2tqKrKwsuLu7IyQkZNh92NKBeX318lcqlWhoaGAEb3rTpU2PX20iEokQHx8PHx8fJCcnD7sKfRP946OPPkJGRgYOHDiAiooKpoXX0H6VuoBem/D5fKZF3svLCx4eHrCxsYFSqUR2djYoikJkZKRRCVSGoK/idnp6Oh544AF8//33eOihhwb9+8WEbiCEdPreaG9vx8mTJ5kOWwcHB8bKbfr06QbdY9GH5CNGjOg0eJe24KCLoXpzmKYvFAoFuFwuLCwsEB4ebpR7VRq6g5oWvpRKJSwsLEBRVI+etyqVCi+++CIuXryIc+fOwcfHR48jNzHYoTtsabH7n3/+weTJk5kDt9GjR/f6M42iKBQVFUEoFCIyMnLQFwt0Bh0QXFtbO2B9id5v0ZkHZmZmjNht6P1WX8TtiooKxMTEID4+Htu2bTO6faKJ2wwrgVsd2q+SDmcSi8WIi4tj/Cpv3ryJ4uJi+Pv7w9HRkQkto0/uPTw8jOJ0XL3NNioqqlceZ9pGJpNpnNDZ2dkxCz57e3vmw4LP5yM3NxcTJ0406hN3uVzOePjSFRyEEHz99dfYsmULTp8+DQ6Ho5exxMTE4IEHHsDkyZOhVCrx9ttvIy8vDwUFBV22+uzatQsvvfQSiouLmcdYLBa8vLz0MmYTPUP7VR46dAjJyck4ffo0xo4dy7TwTpw4sdcfmo2NjcjJycGYMWPg7+8/7AQH2u6I9r3rLx03XSqVipnv3dzcDD7ft7S0IDExES4uLkhNTR10vnYmDIdcLgcADQGmK7/KxMRExMfH69yvUh/QLfJ8Ph9NTU2ws7ODQqGAjY0NoqKijFoE0gd9CXMDgL/++gv3338/tm3bhscee2zQvz9MGBapVIozZ84gOTkZhw4dgqWlJdNhe9ddd+n18IleR/n5+cHPz69X7+2Oh2nOzs7M3kefn89yuRyZmZmwsbFBWFjYoBJcaGukpqYmWFpaQiKRdOnfS1EUXnnlFZw5cwYZGRkDWu+ZMEEIQW1tLdNhe+HCBYSHhzNFR2PHju1yHqC7wCQSiU5DXA0Jbc8rEAjA4XC0ai/S0SaYoiiD2UBVVFSgtLQUHA6nx5DxmpoaLFy4EPfccw++++67QTXXDjeGrcCtTke/SoFAAIVCgZiYGPz000+wt7fv9OTezc2NqQwyRBWQepCIsbTZKhQKjTY0CwsLeHp6wsLCAqWlpQgLCzPqYCt6oWhnZ4fQ0FCw2WwQQrBjxw58/PHHOHnyJKZOnWqw8QkEAnh6euL8+fOYNWtWp8/ZtWsX1q5dC5FIpN/Bmeg3zc3NOHLkCJKTk3Hy5EmMHDkSCQkJWLJkSbd+lfX19cjPz0dISMiwrGRpaGhATk6O1u2OCCFoaWlhxDF600Ufbuq7UkssFmPJkiWwtrbGkSNHjNYqy8TgRN2vMiUlBTk5Obj77ruRlJSkE79KQ0BXZwK3CxzoVllPT084ODgM+uvrK30Vty9duoSlS5diy5YteOaZZ4bd78uEblEoFEyXSVpaGiiKQlxcHJYsWYLZs2fr9DOXx+MhLy9vQOuojodp+sr5oK3p7O3tmT3LYIEW0BoaGhAdHQ1ra+s7/HsdHBzQ2toKJycn/PHHHzhy5AjOnTvXp049EyZ6ghACgUDAiN0ZGRkYP348I3arZ/rI5XJkZ2eDzWYjPDx8SHaB6TOjhHZOoO97qVSqkfemy7m/srISJSUliIqK6jGXpr6+HjExMZgxYwZ+/vnnYV8gYeyYBO4OHDx4EA8//DCmTZuGqqoq1NbWYsGCBUhMTERsbCzTutDW1sbYmIjFYr23qamHyRlrm61KpUJjYyPKy8shEolgbm7O/I7c3NyMbiGmUCiYKohJkyYx4vbPP/+M9957D8eOHcNdd91l0DHeunULQUFByM3NRWhoaKfP2bVrF5566in4+PiAoihERUVh48aNmDhxop5Ha6I/iMVixq/y+PHjcHNzw+LFi7FkyRINv8qysjKUlZUhLCxsWIabCgQC5ObmYvz48ToPdWlra2MWX7TtAS1267prpr29HcuWLQMAHD16tMdUbxMmBoK6X+XBgwdx7do1xq8yISEBI0eOHHTiZnt7OzIzM+Hq6ooJEyZApVIxrbICgYA5iKdzVwbb9fUVQgjy8vLQ2tqK6OjoHtes//77L5KSkvDxxx/jhRdeGPK/HxOGRalU4sKFC0yHbXt7O9NhO3/+fK1WS9LBaZMmTdJaUKFcLodQKASPx9PwnfXy8tLoah0oEomEyQmirRQHC4QQFBcXQyAQIDo6ulMBjf49fvPNN/jmm28AAI899hgef/xxzJw5c1Bdr4nBA91hm5aWhuTkZJw5cwYBAQFITExEaGgodu7ciffeew8cDsfodAxtQNuWtbe36714ki4mpddmra2tTGcMbTOnLaqqqnDr1q1eidt8Ph+LFi1CZGQkdu/ebfCOXhM9YxK4O7Bjxw6MGDECS5YsAUVRyMnJwYEDB3Dw4EGUlZVh/vz5SExMRFxcHONXKZFImMpufbSpyWQyZGVlwdLS0ui91mpqalBcXMy0zdEikUKh0AhqMfRkQYvb1tbWzFgJIfjf//6H1157DYcPH8acOXMMOkaKopCQkACRSISLFy92+bzLly/j5s2bCAsLQ3NzMz777DP89ddfyM/PN+pQTxN3QvtVpqSk4MiRI7Czs8PixYtRWloKW1tbbN++vccP5qEIXXEVGhqqd+sdmUzGLL66s2TSBhKJBMuXL0d7eztOnDjRY/ucrvHz80NFRYXGY5s2bcKbb77J/P/169fxwgsv4OrVq/Dw8MCaNWvw+uuv63uoJrQA7VeZkpKClJQUXLp0CZMnT2bCmXx9fY1eZKArt729vREUFHTHeCmK0hC7WSwW0yrr6uo65DawtDVNS0sLOBxOj5tXLpeLxYsX47333sPLL79s9H9vE0MLlUqFS5cuMQduIpEIMTExSExMxIIFC/p9wEwf5FVWVvY5OK0v0OGKtO+spaUls14YSOZBW1sbMjMz4enpqVFdOhigO4b4fH6X4rb6cz/66CP88ssveO+998DlcnH9+nVcvXpVp9fc2NiINWvW4PDhw2Cz2Vi2bBm++uqrbgsMpFIp1q1bh3379kEmk2HhwoXYvn07s0bNycnBJ598gosXL0IoFMLPzw/PPfccXnrpJZ1dh4mB09zcjMOHD+Onn37C+fPn4eDggKeffhpLly5FeHj4kFojqFQq5OTkQKFQIDIy0uA5P1KplFmbNTU1wd7eXqMzpr9zAC1u92bub2hoQFxcHIKDg7Fnzx6jLCg1cScmgbuXEEJQUFDA+FUWFRVhzpw5SEpK0vCrpG9GPp8PkUgER0dHeHl5wdPTUysnT/SJPZ3wbcwTK10ZERERoZEsTAhBa2srM2mpB7V4eHjo3WpFqVRqhLPQ4vbevXuxdu1apKWlYf78+XodU2esWrUKx48fx8WLF/skVCsUCowfPx4PPvggPvroIx2O0IQukUqlOH78ONatW4eKigo4Oztj6dKlBvGrNCS1tbUoKirSasVVf+nKksnDwwPOzs4Dmp9lMhkeeughNDQ04NSpUzrbgPcFPz8/PPnkk3j66aeZxxwcHJgW7JaWFowbNw733HMP3nrrLeTm5uKJJ57Al19+iWeeecZQwzahBQghqKurw8GDB5GcnNwnv0pDIRKJkJWV1et8AoqiIBKJmDWcug+/u7u7URcT9AZ6Hdvc3Nwrcfv69euIi4vDa6+9hjfeeMPo/r4mhhcUReHq1atM0VF9fT3TYRsTE9PrADR1b9moqCi9dUXRXa3qh2m0WNOXkDWxWIzMzEyMHDkSgYGBg+q+7Ku4vXnzZuzYsQPp6emYNGmS3sYZGxuLuro6fP/991AoFFi5ciUmT56MPXv2dPmaVatW4ejRo9i1axecnJywevVqsNls/P333wCAnTt3IicnB0uXLsXo0aNx6dIlPPPMM/j000+xevVqfV2aiX5QWFiIKVOm4O2338bYsWOZDlt3d3fGTjI6OtqoNZmeoJ0BACAyMtLghYcdoTs6+Hw+GhoaYGVl1a/Dwurqaty4cQNRUVE97quampqwePFijB49Gvv37ze44G+i95gE7n5ACMHNmzcZsbsrv0o6fJHH4zEnT7TY3R9PNrFYDC6XOyhO7GnT/t6cjnXV/q+tQ4HuoMVtc3NzDa/jAwcO4Pnnn8f+/fsRGxur0zH0htWrVyMtLQ1//fUX/P39+/z6+++/H+bm5ti7d68ORmdCX7z//vs4fvw4UlNTmQO31NRUqFQqxMfHIykpCXPmzBmyH8JdHZoZA/TmVSAQQCAQgBDCBCX1NTRFLpfj0UcfRU1NDc6cOWM01+rn54e1a9di7dq1nX59x44deOedd1BfX8+8B998802kpqaiqKhIjyM1oUsIIRAKhYzY3Z1fpaGg/fmDgoIwevToPr+e9uGnxW51X0hD5a4MBFrcFolEiI6O7lHcLigoQGxsLNasWYP33nvP4H9PEybUoSgK2dnZjNhdXl6Oe+65B4mJiVi0aFGXgodKpWK85yMjIw2WZ9ExZI1eL9CdI12tF1paWsDlcuHr6zvoQsXpvXN9fT2io6O7rb4nhODLL7/E1q1bcfbsWUREROhtnIWFhZgwYQKuXr2K6OhoAMCJEyewaNEiVFdXY+TIkXe8prm5GR4eHtizZw/uu+8+AEBRURHGjx+Py5cvY9q0aZ3+rBdeeAGFhYVIT0/X3QWZGDAUReGff/7BjBkzmMfozkq6w9bR0RGLFy9GUlISpk2bNqgOxOVyObhc7qBwBgCgYTMnFAp73XlHuwpERkbCxcWl25/R3NyMhIQEeHh44ODBg0aRc2ei95gE7gFCCEFZWRkTztSVX6VCoWDE7oaGBqat3cvLq1dtFiKRCNnZ2Rg9erRRVkqpU1ZWhvLy8l75GnVEn+3/KpUKXC4XbDYbERERzIR+6NAhPPnkk9i7dy8SEhK09vP6AyEEa9aswcGDB3Hu3DkEBQX1+XuoVCpMnDgRixYtwtatW3UwShP6oq2tDYQQjYojpVKJixcvYv/+/Rp+lQkJCbjnnnuGTLp3eXk5ysrKdNpOrC3o0BR68yqTyeDu7s4I3t2JYwqFAk888QRu3ryJ9PR0o/JX9/Pzg1QqhUKhgK+vLx566CG8/PLLTKXHihUr0NLSgtTUVOY1GRkZmDdvHhobG3tcUJoYfHTlV0lXNU2YMEHvVU20hdGECRO04s+v7gvJ5/MhFovh4uLCrE2MfeNDCEFhYSEaGxuZMLfuKC4uRmxsLJ588kl8/PHHRr3eNGGC9pSnxe7i4mLMnTsXSUlJiIuLYzps5XI5rl+/DoqiEBERYTSFAB3XC3K5vFMLR7ojZezYsRgzZoyBR903CCG4desW6urqeiVuf/vtt9i0aRNOnTqFyZMn63Gktyut161bh6amJuYxpVIJa2tr7N+/H0uWLLnjNenp6Zg/fz6ampo01qdjxozB2rVr8fLLL3f6sx555BFIpVIcOHBA69dhQn9IpVKcPn0aKSkpSEtLg5WVFZOddNdddxldNbQ6dFCtnZ0dkz82mFDvvBMIBFAqlcx+S33+pLt/eyNut7a2YsmSJbCzs8Phw4eHzD56OGESuLVIR7/Ky5cvIzo6GgkJCUhKSmL8Kum2dvrkydramqnsdnBwuGMzQVciBQYGwtfX10BX1zO0p11VVRU4HE6v2wW7ouPvqb/tKJ2hUqmQlZUF4HYrDi1uHzt2DI899hh+/fVXJtjNkDz//PPYs2cP0tLSEBwczDzu5OTEVJ6sWLECPj4+2LRpEwDgv//9L6ZNm4bAwECIRCJs2bIFqampyMzMxIQJEwxyHSb0g0qlwuXLl5nK7qamJixcuBBJSUkD8qs0JOrzSlRUlMF9qPsKIQRisZjpUqHFMbraQH3hpFQq8eyzzyInJwcZGRl69xfvia1btyIqKgqurq64dOkS3nrrLaxcuZI5OFuwYAH8/f3x/fffM68pKCjAxIkTUVBQgPHjxxtq6Cb0BO1XmZKSghMnTsDHxwdJSUlISkrSi1+lPiyMJBIJI0Y1NzfDycmJuZ+NbY6l7RgaGhp6JW7funULsbGxeOihh7B58+ZBt9k1MbyhwwvpoqPc3FzcfffdmDVrFvbs2YO3334bS5cuNdoKRXq9QM8v7e3tcHV1hZ2dHaqqqjBu3Lh+daQYEkIISkpKUFNTg+jo6G47mAkh+PHHH/Hhhx/i+PHjmD59uh5HepuNGzdi9+7dKC4u1njc09MT69evx6pVq+54zZ49e7By5UrIZDKNx6dMmYK5c+di8+bNd7zm0qVLmD17No4ePYoFCxZo9yJMGAy5XI6MjAwkJycjNTUVhBCmw3b27NlGc7AGaAbVjh8/ftB/3qtb4NLzp5ubGywtLVFfX4/IyMgeO2Lb2tqwbNkysNlsHD16tF+OCwNBW1lH+/fvx3vvvYfy8nIEBQVh8+bNWLRokV6uwRgwCdw6Qt2vMiUlBX/99RfCwsKYFt6AgACwWCyoVCombVs9gMTLywuOjo7g8XjIz8/XWiWSrqBP52tra8HhcLTuaUe3o9Dt/wMJglKpVMjOzgZFUYiKimIWuqdPn8bDDz+MH3/8EQ8++KBWx99fuhLxf/nlFzz++OMAgDlz5sDPzw+7du0CALz88stISUlBfX09XFxcwOFw8PHHHyMyMlJPozZhDHTmV3nvvfciKSmpT36VhkTX84ohkEgkjNgtEong4OCAxsZGuLu748cff8S///6Lc+fOddoGqwvefPPNTjdf6hQWFiIkJOSOx3fu3Ilnn30WYrEYVlZWJoHbhAatra04duwYUlJScOzYMcavMikpCZMnT9b6Zoq2RgsPD9ebrQ9tRcfb5OQnAAEAAElEQVTn89HY2Ki1ECRt0Fdxu7y8HDExMUhKSsKXX3456De7JoY39OH4999/j6+++goKhQIzZszA0qVLkZCQAG9vb6PvTmhra0NZWRnq6uoAQCOvaLBUFZaUlKC6urpX4vbu3bvx5ptv4siRI5g1a5ZWx9HbtU5KSorOBe68vDzMnTsXL730Et59991+XpEJY0epVOLChQtMh61EIkF8fDwSExMxb948g97Dgzmotre0tbWhpKQEPB4PAODs7MzMn50VI0gkEtx///2Qy+U4fvy4QfbJ2sg6unTpEmbNmoVNmzYhPj4ee/bswebNm8HlchEaGqr3azIEJoFbD6j7VaakpCA9PR0hISGM2B0SEsKI3bSnkEAgAHBbjA0ICICfn5/RTj50xQSfzweHw9H5aVdX7Sienp5wc3PrthWITghWKpWIiopinnvu3Dn85z//wfbt2/Hoo48a7e/ahIn+QPtV0lVNvfWrNCT0vEIHQen7FF0f0KEpn332GX788UeYmZnhySefxIoVKzBt2jS9/E0EAgEaGhq6fc7YsWM7rTrJz89HaGgoioqKEBwcbLIoMdEl7e3tOHnyJJKTk3HkyBE4ODggISEBiYmJmD59+oAqKukKwerqakRGRvbZGk1bdNadR4vdjo6Oep1j1efPnsLcgNvBSwsXLsTChQuxfft2k7htYkigUCgQHByMZcuW4YUXXmD2Yf/88w8mT57MHLiNHj3a6NZAwP/ZLYWGhsLR0VHjcNzR0ZGZX4ytc4SGnpd7KlAghGDPnj145ZVXcOjQIcydO1frY+ntWue3337TqUVJQUEB5s6di6eeegobNmwY+IWZGBSoVCpcunSJ6bAViUTMgfK9996r13uY9vIfNWoUU3A5FKmrq0NhYSHCw8Nhb2/fpQWunZ0d5HI5HnzwQTQ3N+PkyZMGW0dqI+to+fLlaGtrw5EjR5jXTZs2DREREfjuu+90fg3GgEng1jO0X+WhQ4eQnJyM06dPY+zYsUhMTERSUhImTpwIALh27RpaW1vh6uqK5ubmfqdt6xra25GuENJ3YAsdBEUv+iQSiUaFg7ooQ1EUcnJyoFAoNMTtixcvYtmyZfjiiy/w5JNPDtmJ3oQJ4PY9k5+fz4Tk0n6ViYmJiI+PZ/wqDT3GgoICNDU1gcPhGCwISh9QFIXXXnsNR44cwTvvvINLly6hpKQEf//9t6GH1iO///47VqxYAaFQCBcXF2bhxePxGJ/xt99+GykpKaaQSRMMUqkUZ86cQXJyMg4dOgRLS0vEx8czfpV9CXBUP2CPiooymi6PjgULZmZmzBrO2dlZp2s4Qghu3LgBPp/fq3VZXV0dFi5ciNmzZ+OHH34wWvsGEyb6Q3l5Ofz8/Jj/J4SgtraWEbsvXLiA8PBwpujIWHKOamtrUVhYiLCwsDvsluRyOdOGry7W9DbXSR+UlpaisrIS0dHRPYrb+/fvx+rVq5GcnIyFCxfqcZR3QodMXrt2DRwOBwBw6tQpxMTE9BgyuXfvXsbesri4GCEhIRohk/n5+Zg3bx4ee+wxfPrpp/q7KBNGBUVR+Pfffxmxu76+HgsWLEBSUhIWLlyo08ph2svf399fY14catTX16OgoABhYWF3ZBnRxQgCgQDFxcV44403YGlpCRsbG/z9998GzT7SRtaRr68vXnnlFQ2R/IMPPkBqaipycnL0fEWGwSRwG5jm5mYcOXIEycnJOHnyJLy9vWFjYwORSIQrV67A2dmZqVjm8XgaadteXl59tufQJrRQJhKJjEaEUg+Cam1thZOTExPUcvPmTchkMkRFRTEb6H/++QdLlizBxo0b8fzzzxvFotCECX1BCyF0ZXdOTg5mzZqFxMRELF68GJ6ennq/JyiKQl5eHsRiMaKiogZNG25/oCiKEYDPnTuHwMBAALf/LsY2F12+fBlXrlzB3Llz4eDggMuXL+Pll19GbGwsdu/eDeD251lwcDAWLFiAN954A3l5eXjiiSfwxRdfMK1zJkyoo1AokJGRgQMHDiAtLQ0URSEuLg5Llizp0a+SoigUFBQY1RqkMyiKQmNjIyN202s42mJNm4IyIQQ3b94Ej8cDh8PpsSqMx+MhNjYWkydPxq5du0zitolhBSEEfD4fqampSElJQUZGBsaPH8/kBowbN84gn8XV1dW4ceMGwsPD4ebm1u1zjalzhKasrAwVFRW9ymNKTU3FM888g3379iE+Pl5PI+ye2NhY8Hg8fPfdd1AoFFi5ciWio6OxZ88eAEBNTQ3mz5+PX3/9FVOmTAEArFq1CseOHcOuXbvg6OiINWvWALhtFwDctiWZN28eFi5ciC1btjA/y8zMTGd5ESaMH4qikJWVxezDKioqcM899yApKQmLFi3S6j1MZ7oFBQUNOi//vkB3voSHh/coVjc3N2Px4sUoKSlhROTff//dYL742sg6srS0xO7duzXsdrdv347169czdi1DHZPAbUQ0NTUhKSkJmZmZIITA09PzDr9KQghjz8Hn86FUKpmNkpubm942J4NBhJJKpRremGw2G76+vvDw8ICjoyOysrKwePFirF+/Hi+++KLRCUomTOgT2q8yOTkZBw8exLVr1zB9+nQkJiYiISEBI0eO1Pk9olKpkJubC4lEAg6HY1RhLNqGEIIPP/wQv/32G86dO6cRImuMcLlcPP/88ygqKoJMJoO/vz8effRRvPLKK7CysmKepx5+4u7ujjVr1uCNN94w4MhNDBZov0q6qqm9vR1xcXFITEzE/PnzNdYZ6nNFVFSUxnvQmOm4hlMoFIzFmru7e7cWa7353rdu3UJdXR2io6N7FLeFQiEWLVqE0NBQ/PbbbwP62QOlsbERa9asweHDh8Fms7Fs2TJ89dVXXVZ+NjY24oMPPsCpU6dQWVkJDw8PJCUl4aOPPjJYa7GJwQ3dYZuWlobk5GScOXMGAQEBSExMxJIlS/QWwkZnCURERPTZ1qu7zhEXFxe97HPKy8tRXl7eK3H7yJEjWLlyJX777bdOrT8MRWNjI1avXq0xH3399dfMfFReXg5/f39kZGRgzpw5AG7vOdetW4e9e/dCJpMxdk8jRowAAHz44YdYv379HT9rzJgxKC8v19elmTBiCCHIy8tjOmxv3LiBefPmMR22A7mH+Xw+8vLyMH78eKPOdBsofD4fubm5nXa+dESpVOKpp55Cfn4+MjIy4ObmhkuXLiEoKIi5b7WBvrOOTAK3SeA2Ki5cuICXXnoJR48ehZOTE+NXefToUdjb22Px4sVISkpi/Cppew4+nw8ejwe5XK61jVJ3UBSF3NxctLe3G70IpS7Ejx49Go2Njfjxxx9x5MgRtLS04KmnnsJXX31lqloyYUINQgiqqqoYsfvy5cuIjo5GYmIiEhMT4evrq/WNEh3+qlKpEBkZ2SebgsEGIQSbNm3CDz/8gIyMDMaayoQJE7eh/SrpOUjdr3Ly5Mn4/PPPcf/994PD4QzauYIQgtbWVkbs7s5irTffixa3e5OF0tjYiLi4OAQEBOCPP/4w+O8wNjYWdXV1+P7775mKycmTJzMVkx3Jy8vDBx98gMcffxwTJkxARUUFnnvuOYSFheHAgQN6Hr2JoUhzczMOHz7MdNiOGjWKsZMMDw/XuthNCEFZWRkqKyu1kiVAURSamprA4/GYzhFa7NZV9y8tznM4HDg6Onb73JMnT+LRRx/Fzp078Z///EfrYzFhYjBD268lJycjOTkZeXl5Gh22Hh4evd6H1dXVoaCgAJMmTYKnp6eOR244aHG7N9epUqmwatUqXL16FefPn9eqoN0RfWcdmSxKTAK30aFUKu8Qpmm/ypSUFKSlpcHCwgKLFy/W8KskhEAsFjM2JhKJBG5ubvDy8oK7u7vWNi8qlQrXr19nrD6MWdymLVRaWloQHR3NjPXKlStISEhAQEAAKisrYWNjg+LiYqPx7jRhwpjQh1+lUqlEVlYWACAyMtKglYS6hhCCzz//HF999RXS09MRHh5u6CGZMGHU0H6VycnJOHDgACorK+Hk5ISNGzdiyZIlBkm61wUdLdZcXFwYsbu7Ljk6ZLOmpgbR0dE9itsikQiLFy/GyJEjkZycbPB1HO15e/XqVURHRwMATpw4gUWLFnXpedsZ+/fvxyOPPIK2trYh/RliQv+0trbi2LFjSE5OxvHjx+Hu7o6EhAQsWbIE0dHRAxaL6QOq2tpaREVFaX1O66z7V70gShtFPpWVlSgpKemVuJ2eno4HHngA3333HR5++GFTB60JE91Af8bTNiZcLhczZsxgOmy9vb27vIf6Ync0mBEIBLh+/XqvxG2KorBmzRpcvHgRGRkZGDVqlJ5G2Xf6k3W0fPlytLe34/Dhw8z3mTFjBsLCwkwhkyaME9qvMjk5GampqVCpVIiPj0dSUhLmzJnDbFTEYjFT2d3W1gY3N7d+VQWpM5gqLOmQOpFIhOjoaKZ9uaioCLGxsXj22Wexfv16KJVKcLlcTJ061cAjNmHC+CGEQCAQIDU1FcnJyRp+lYmJiQgODu7zRkWhUIDL5cLCwgLh4eFDupuCEIKvv/4aW7ZswalTpxgxx4QJEz3D4/Ewf/58eHl5gcPh4NChQ4xfZWJiIhYtWgQnJ6chIZZIJBLGYk0kEsHR0ZGpvuxoPVJSUoLq6upeidstLS1ISkqCs7MzUlNTjcJebufOnVi3bh2ampqYx5RKJaytrbF///5eWxf89NNPeOuttyAQCHQ1VBMm0N7ejhMnTjAdto6OjkyH7bRp0/q8hlEPyu1N98VAUe8c4fF4kEqlGnvE/uztaHE7Kiqqx8rzCxcu4L777sPXX3+Nxx9/fEjM1yZM6AtCCCorK5nutn/++QeTJ09mOmxHjx7N3FPl5eUoKyvrl93RYIIWt0NDQ+Hl5dXtcymKwrp163Dq1CmcO3cOY8aM0dMoe0ZbWUeXLl3C7Nmz8cknnyAuLg779u3Dxo0bweVyERoaashL1Bt6Ebj9/PxQUVGh8dimTZvw5ptvdvka2stq3759Gl5WPb1xhxNKpRIXL17E/v37NfwqExIScM899zAbl/b2dqayW70qyNPTs9e+lUqlEtnZ2SCEGH2FJSEEhYWFaGpqAofDYX4PN2/eRGxsLB599FFs2rRJr+Gc3377LbZs2YL6+nqEh4dj27ZtTDBJZ+zfvx/vvfceysvLERQUhM2bN2PRokV6G68JEz3RlV8lXdU0YcKEHu8xuVyOzMxM2NjYICwszGCBufqAEILvvvsOH330EU6cOIFp06YZekgmTAwqpFIpvv32W7z00kswNzfX8Ks8ePAgiouLMXfuXCQlJSEuLg6urq5DQjyRy+WM2N3Q0AA7OztmDcfj8VBTUwMOh9NjF5pYLMbSpUthZWWFI0eOGE0o58aNG7F7924UFxdrPO7p6Yn169dj1apVPX4PoVAIDoeDRx55BBs2bNDVUE2Y0EAqleL06dNMh62VlZVGh21PeyW6GIferxjinqQLovh8PsRisYZNUm/2iFVVVbh161avxO3Lly9jyZIl+PTTT/Hss88OifnZhAlDQXfYpqSkICUlBRcvXkRERAQSEhJQWFgIGxsbbNiwoceOisGMUChETk5Or8Xtt956C2lpacjIyEBAQICeRtk7tJl1tH//frz77ruMjvTpp58OKx1JbwL3k08+iaeffpp5zMHBodtT6lWrVuHo0aPYtWsXnJycsHr1arDZbPz999+6Hu6gRKVS4fLly0w4U1NTExYuXIikpCQsWLCAqfiRSCTMQqa5uRlOTk7w8vKCp6dnl5U8CoUCWVlZMDMzQ0REhFFXWBJCUFRUhIaGBkRHRzPXVFZWhpiYGCxbtgxbt27Vq5D2xx9/YMWKFfjuu+8wdepUfPnll9i/fz+Ki4s7baO5dOkSZs2ahU2bNiE+Ph579uzB5s2bh9XJm4nBB+1XmZKSghMnTsDHxwdJSUld+lVKpVJwuVzY29sjNDR0yIvbO3fuxDvvvINjx45h5syZhh6SCRNDCnW/ypSUFOTm5uLuu+9GUlJSn/0qjRmFQgGhUMiEyBFC4O3tjVGjRnVbvd7e3o777rsPhBAm10XX9DZYKSUlZUACd0tLC+699164urri0KFDRt1daGLoIpfLNTpsCSFMh+3s2bPv6J6lKIqxUVQvxjEkne0R6cO0zsR32v4gKioKzs7O3X7vq1evIjExER999BFWr149JOZjEyaMBUII+Hw+Dh48iE2bNqGyshJBQUF48MEHkZSUhHHjxg25e66hoQE5OTmYMGFCjx7aFEXhgw8+wL59+5CRkYFx48bpaZQmDIHeBO61a9dqmJ13R3NzMzw8PLBnzx7cd999AG5bS4wfPx6XL182Vb71AEVRuHr1KlPVVF9fj3vvvRdJSUmIiYlhvN2kUikEAgF4PJ5GC6yXlxezkBlM9gH0BlcgECA6Opq5hsrKSixcuBBxcXH45ptv9C6kTZ06FZMnT8Y333wD4PbfZ/To0VizZk2nXQzLly9HW1sbjhw5wjw2bdo0REREDBvvJBODG9qvMiUlBceOHbvDr/LmzZu4efMm/P39MWHChCG36FKHEIL//e9/eO2113D48GHMmTPH0EMyYWJIQwhBaWkpI3ZnZmZi+vTpSEpK6tGvcrBQVlaG8vJyjB07Fq2trRAIBGCz2YwY5eLiwqx1pFIps644ceKE3qq5ehus9Ntvv/XboqS1tRULFy6Era0tjhw5YhQioQkTSqUSFy5cYDpsJRIJ4uPjkZiYiHnz5oEQguPHj8Pb2xtRUVG97qbVJzKZjBG7m5qaYG9vzxRE2dnZMeJ2ZGRkj/YHWVlZiI+Px7vvvotXXnll0M+/JkwYKxs2bMDPP/+M/fv3IycnB8nJyTh79iwCAwOZfdj48eMHfVERLW6PHz8e3t7e3T6XEIINGzZg586dSE9Px4QJE/Q0ShOGQm8Ct1QqhUKhgK+vLx566CG8/PLLXbZupaenY/78+WhqatI4ER4zZgzWrl2Ll19+WddDHjJQFIXs7Gxmo1deXt6pX6VcLmcWMo2NjbC3t4ebmxv4fD7s7OyM3j6AEIIbN26Az+driNu1tbVYsGAB5s+fj++//17v1yCXy2Fra4sDBw4gKSmJefyxxx6DSCRCWlraHa8xpd+aGEq0t7fj5MmTSE5OZgSIlpYWxMfH46effjJqu6OBQgjBH3/8gRdffBEHDx7Evffea+ghmTAxrKD9KukW3u78KgcL5eXlKC8vB4fDYQoWKIpCU1MTs46jKIqxBkxNTYVIJMKpU6d6rLI0BHTI5LVr18DhcAAAp06dQkxMTLchky0tLVi4cCGsrKxw7NixO7zJTZgwBlQqFS5duqTRYWtlZQUnJydcuHChR1sPY0ChUGjYJJmbm0OhUCAkJAQ+Pj7dzqG5ublYtGgRXn31Vbz55puDbr41YWIwwefzoVAo4OPjA+D2Gki9w/bkyZMYPXo0I3Ybu77TGY2NjcjOzu61uL1lyxZ8++23SE9Px6RJk/Q0ShOGRC8C99atWxEVFQVXV1dcunQJb731FlauXImtW7d2+vw9e/Zg5cqVkMlkGo9PmTIFc+fO7bHl0UTnEEKQn5+PAwcOICUlpUu/SoVCgdraWpSUlEClUsHOzo45tbe3tze6xQmdPl5XV4fo6Ghmk1NfX4+YmBhMnz4dO3fuNEj1eW1tLXx8fHDp0iVMnz6defz111/H+fPnceXKlTteY2lpid27d+PBBx9kHtu+fTvWr18PHo+nl3GbMKELMjMzcc8998DHxwe1tbWMX2VSUhLuuuuuIddanpycjFWrVuHPP/8cVt5nJkwYI7Rf5cGDB5GcnMz4VdJi99ixY41ufdORiooKlJaWgsPhdFmJTW9od+zYgc8++wxyuRxxcXF44IEH8MADDxjlZjY2NhY8Hg/fffcdFAoFVq5ciejoaOzZswcAUFNTg/nz5+PXX3/FlClT0NLSggULFqC9vR0HDx7UsDz08PAw6m5DE8OX5uZmzJ07F3w+H+bm5hAKhViwYAHTYasP66CBUlVVhRs3bsDJyQktLS2wsLBgOkecnZ015tCCggIsWrQIL7zwAt5//32jn19NmBjqtLa24ujRo0hJScHx48fh4eHBiN0cDsco1wfq0OJ2SEhIl4ffNIQQfPXVV/jss89w5swZREVF6WmUJgxNv9/F9Clsd/+KiooAAK+88grmzJmDsLAwPPfcc/j888+xbdu2OwRsE7qFxWIhNDQUH374IXJycnD9+nXMmjULP/74I8aOHYuEhAT89NNPyMrKwjvvvANXV1fMnj0b/v7+EIvF+Pfff3Hp0iXcvHkTLS0t0MPZSI8QQlBSUoLa2lpwOBxG3Obz+YiPj0d0dDR+/vln02bHhAkj4OzZs1i3bh1yc3PB4/GYVOiVK1ciMDAQzz//PE6fPg25XG7gkQ6cQ4cO4bnnnsPvv/9uErdNmDACWCwWfHx8sHr1aqSnp6O6uhpPPfUU/vrrL3A4HNx1113YvHkziouLjWJ905HeiNvA7eu0t7dHYWEhAgICkJ6eDg6Hgz/++MNoBabff/8dISEhmD9/PhYtWoSZM2fihx9+YL6uUChQXFyM9vZ2ALfDmK5cuYLc3FwEBgbC29ub+VdVVWWoyxgSNDY24uGHH4ajoyOcnZ3x5JNPQiwWd/saqVSKF154AW5ubrC3t8eyZcs6LcjYtWsXwsLCYG1tDU9PT7zwwgu6ugyjJC8vD6NGjcKNGzdQWlqK8+fPIzg4GBs2bICfnx+WL1+OvXv3orm52SjnoLq6Oty8eRORkZGIjo7GnDlzEBISAqVSiZycHPz111/Iz8/H4cOHkZeXh8WLF+Opp54yidsmTBgJDg4OeOCBB/Dnn3+ivr4eW7ZsgUAgQGJiIiZMmIDXX38dly5dgkqlMvRQ76CpqQnZ2dkIDg7ulbi9fft2bNmyBSdOnDCJ28OMfldw99Zbr2OoBgDk5+cjNDQURUVFCA4OvuPrJosS/aLuV7l3715kZ2fD3d0dr7/+OpKSkjBy5EiwWCyoVCqNcCMLCwumsru7cCNdUlJSgurqakRHRzMVPA0NDYiLi8O4ceOwd+9eg1aFmixKTJjoGXW/yrS0NLS3tyMuLg5JSUmYN2/eoPNVPXbsGB577DHs3r2byZEwYUJbNDY2Ys2aNTh8+DDYbDaWLVuGr776qlfVf4QQLFq0CCdOnMDBgwc1PpeGK4QQNDY2Ii0tDSkpKThz5gwCAgKQmJhoNH6VlZWVKCkpQVRUVI+WBkqlEs8++yxycnKQkZEBLy8vPY3SxFAgNjYWdXV1+P7775lq+smTJzPV9J2xatUqHD16FLt27YKTkxNWr14NNpuNv//+m3nO1q1b8fnnn2PLli2YOnUq2traUF5ejoSEBH1cllFDCEFeXh7TYXvjxg3MmzcPiYmJiI+Ph4uLi8EF4rq6OhQWFiI8PBxubm53fJ2iKIhEIhQWFmL58uUQiUQICQnBxx9/jJiYGJOFkAkTRoxEIsHp06eRkpKCQ4cOwdraWqPD1tB2kiKRCFwuF+PGjcOoUaO6fS4hBD/99BPef/99HD9+HDNmzNDTKE0YC3qxKOnI77//jhUrVkAoFHYaTEGHTO7duxfLli0DABQXFyMkJMQUMqlDqqurcddddzHV9mlpabh8+TKio6OZFl5fX19G7G5sbASPx4NAIICZmZlGuJE+FmJlZWWoqKhAdHQ0s7FvamrC4sWLMXr0aOzfv7/TAxZ9M3XqVEyZMgXbtm0DcHsR6Ovri9WrV3cZMtne3o7Dhw8zj82YMQNhYWGmkEkTQx7arzI5ORkHDx6ESCRCTEwMkpKScO+99xr9JunMmTN46KGH8OOPP2rYDJkwoS36I0DRfPHFFzh9+jSOHz9uEri7QCQSafhVjho1ComJiUhKSkJ4eLjexe6qqircunWrV+K2SqXC6tWrcfnyZZw7d67HKicTJtSh/dCvXr2K6OhoAMCJEyewaNGiLv3Q6T3bnj17mAPdoqIijB8/ntmzNTU1wcfHB4cPH8b8+fP1ek2DDUIIiouLGbE7Ly8Ps2bNQmJiIhYvXgwPDw+9i9319fUoKCjoUtxWp7y8HAsXLsTUqVMxduxYHDx4EOvWrcNzzz2n83H25/BXKpVi3bp12LdvH2QyGRYuXIjt27d3ejDY0NCA8PBw1NTU3FGEZ8LEUEEulyMjIwMHDhxgCvHi4uKwZMkSzJo1S+/aikgkQlZWFoKCgnolbv/666944403cPjwYcyePVtPozRhTOhc4L58+TKuXLmCuXPnwsHBAZcvX8bLL7+M2NhYpj29o7cecLsa4NixY9i1axccHR2xZs0aAMClS5d0OdxhjUKhwO+//47HHnsMLBZLw68yJSUFFy5cQHh4OJKSkjT8KulwIx6PBz6fDxaLBQ8PD3h5ecHFxUUnm8HOQpZaWlqQkJAANzc3pKamGk0q+R9//IHHHnsM33//PaZMmYIvv/wSf/75J4qKiuDl5YUVK1bAx8cHmzZtAnD7PT579mx88skniIuLw759+7Bx40ZwuVyEhoYa+GpMmNAfFEXh33//ZcTu+vp6LFiwAImJiYiJiWHufWPhr7/+wv33349vvvkGK1asMHjFlYmhR38EKJrs7GzEx8fj2rVr8Pb2NgncvaC1tRXHjh1DcnIyjh8/Dnd3d8avMjo6Wudid3V1NWMJ0JOYQlEU1q5di4yMDGRkZMDX11enYzMx9Ni5cyfWrVuHpqYm5jGlUglra2vs378fS5YsueM1vem6/fPPP7FixQr88MMP2LRpE1pbWzFjxgx8/vnnGD16tD4ubVBC2zAmJycjJSUFXC4XM2bMQGJiIhISEuDt7a3zdQaPx0NeXh7Cw8Ph7u7e7XNramqwYMECRiRms9kghEClUumlAlRX3Qc0SUlJkMvlOH78uEngNjEsUCqV+Ouvv5gOW6lUynTYzp07V+cdtrS4HRgY2ONnBSEEe/fuxcsvv4y0tDTMmzdPp2MzYbzovAzFysoK+/btw+zZszFx4kRs2LABL7/8crfeesDtKqP4+HgsW7YMs2bNwogRI5CSkqLr4Q5rLCws8PjjjzOLJXW/yrNnz6KmpgbPPPMMLly4AA6HgxkzZmDz5s24ceMGXF1dMWHCBMyaNQuTJk0Cm81GXl4e48cmEAhAUZRWxllRUYGysjJERUUxApdYLMbSpUvh6OiIlJQUoxG3gdsV2Z999hnef/99REREIDs7GydOnGCqAyorK1FXV8c8f8aMGdizZw9++OEHhIeHM8nrJnHbxHCDzWZj2rRp2LJlC27cuIG//voLISEh2LRpE+NXuWfPHohEIoP7Vf7999/4z3/+g61bt5rEbRM64/Lly3B2dmbEbQC45557wGazOw0tpmlvb8dDDz2Eb7/9FiNGjNDHUIcEDg4OWL58Of7880/weDx8/vnnEAqFSEpKwoQJE/Daa6/h77//1olfZXV1NW7cuNFrcfv111/HmTNncObMGZO4baJf1NfXw9PTU+Mxc3NzuLq6or6+vsvXWFpa3vEe9fLyYl5TWloKiqKwceNGfPnllzhw4AAaGxtx7733DonMDV3BYrEQGBiIN954A//88w9u3bqFxMREHDx4EOPHj8e9996Lbdu2obKyUidrID6fj7y8PISFhfUobtfX12PRokWYO3cuvv32W+bwj8Vi6UXcLiwsxIkTJ/DTTz9h6tSpmDlzJrZt24Z9+/ahtra209c0Nzfj559/xtatWzFv3jxwOBz88ssvuHTpEv755x+N5+7YsQMikQivvvqqzq/FhAljwdzcHPPmzcOOHTtQVVWF1NRUuLq64uWXX4a/vz+eeOIJHDp0SEPD0xbNzc3IyspCQEBArw5Ck5OTsXbtWuzfv98kbg9zDGJRoi/Ky8vx0UcfIT09HfX19Rg5ciQeeeQRvPPOO922V8yZMwfnz5/XeOzZZ5812UP8fwghaGpqQlpaGpKTkzX8KulNH31q39zczFR2K5VKuLu7w9PTE+7u7v0KfuzMh7KtrQ3Lli0Di8XCsWPHGC9uEyZMDE3U/SoPHjyI4uJixq8yLi4Orq6uehWYr1y5gqSkJGzYsAEvvPCCSdw2oTM2btyI3bt3o7i4WONxT09PrF+/HqtWrer0dc8++yxUKhV++uknALdFB1MFd/+RSqWMX2VaWhqsrKywePFiLFmyRCt+lTU1NSguLkZkZGSnVn7qUBSFd999FwcOHMC5c+cQGBg4oJ9tYujx5ptvYvPmzd0+p7CwECkpKX2eX/bs2YOVK1dCJpNpPD5lyhTMnTsXmzdvxsaNG/HOO+/g5MmTWLBgAYDbWU4jRozAsWPHsHDhwgFe4fCC7rBNSUlBSkoKLl68iIiICKbD1t/ff8DrED6fj9zcXEyaNOmOQ4/OnhsbGwsOh4Pdu3f3a383UHTVfQAABQUFmD9/Pq5cuYLS0lLMnTvXVMFtYlhDURSuXLnCdNjy+XwsWLAASUlJWLhwYa8yYbqjubkZXC4XAQEBvTqwT0tLw9NPP429e/di8eLFA/rZJgY/hk3N0TFFRUWgKArff/898vPz8cUXX+C7777D22+/3eNrn376adTV1TH/Pv30Uz2MeHDAYrHg6uqKlStX4siRI+DxeHjrrbdQWFiIOXPmICoqCh988AGys7Ph6OiI4OBgzJw5E1FRUbC2tsbNmzdx7tw55OTkoL6+Hkqlslc/t7q6+g5xWyKR4IEHHgBFUThy5IhJ3DZhYhjAYrEwadIkrF+/Hjk5OcjJycHMmTPx448/IiAgAAkJCfj555/B5/N1XtnN5XKxdOlSfPjhhyZx20S/efPNN8Fisbr9V1RU1K/vfejQIaSnp+PLL7/U7qCHMXQA0y+//IL6+nrs2rULwO0A6cDAQLzwwgs4c+ZMv6pTa2trUVxcjIiIiB7FbUIIPvroI/zxxx84c+aMSdw20Snr1q1DYWFht//Gjh2LESNGgM/na7xWqVSisbGxy86PESNGQC6XQyQSaTzO4/GY13h7ewMAJkyYwHzdw8MD7u7uqKys1OKVDg/oDts1a9YgPT0d1dXVeOqpp3D+/HlERUXhrrvuwqeffori4uJ+rYEEAkGvxW2hUIjFixcjLCwMu3btMoi4Deiu+0Amk+HBBx/Eli1bTJ0xJkz8f9hsNqZPn47PPvuM0XXGjRuHjz/+GH5+fnjggQewd+9eNDc393kOamlpAZfLxdixY3t1zx09ehRPP/00fv31V5O4bQLAEBe4Y2Ji8Msvv2DBggUYO3YsEhIS8Oqrr/bK6sTW1hYjRoxg/jk6OuphxIMTJycnPPLIIzh48CB4PB4++ugjVFRUICYmBpMmTcJbb72Fq1evwsHBAUFBQbjrrrswZcoU2Nvbo7S0FOfPn0d2djZqa2uhUCg6/Rk1NTVMqy4tbstkMjz88MMQi8U4evSo0fnxmjDRGRs2bMCMGTNga2vbZfVHZWUl4uLiYGtrC09PT7z22mt3HASdO3cOUVFRsLKyQmBgICOwDDdYLBZCQkLwzjvv4Nq1aygsLMSCBQvw+++/IygoCLGxsfjuu+9QW1urdbE7JycHCQkJePPNN7F27VqTuG2i3+hSgEpPT0dJSQmcnZ1hbm7OVBcvW7YMc+bM0fWlDXksLS2xcOFC/PDDD6itrcW+fftgY2OD5557DmPHjsWzzz6L48ePQyqV9vi9amtrUVRUhIiICLi6unb7XEIIPvnkE/zyyy84c+YMQkJCtHVJJoYYHh4eCAkJ6fafpaUlpk+fDpFIhMzMTOa16enpoCgKU6dO7fR7czgcWFhY4OzZs8xjxcXFqKysxPTp0wEAd911F/M4TWNjI4RCIcaMGaOLSx42sFgseHl54dlnn8XJkydRV1eHF198EVevXsW0adMwdepUbNiwAfn5+b2yihQIBLh+/TpCQ0N7FLebmpqQmJiIwMBA/PbbbzqxItHl4W9veOuttzB+/Hg88sgjOvsZJrSPPvda3377Lfz8/GBtbY2pU6fi33//1cEVGS9sNhscDgebNm1CUVERrly5goiICHzxxRfw9/fH/fffj19//RWNjY097sNaW1vB5XLh7+/fq8+GU6dOYeXKlfj555+xdOlSbV2SicEOGWa88847hMPhdPuc2bNnE3d3d+Lm5kYmTpxI3nzzTdLW1qanEQ4d2traSHJyMnn44YeJk5MTGTVqFHn++efJqVOnSEtLC2lrayNtbW2Ez+eT3NxccvbsWZKWlkYuXLhAiouLSVNTE2lrayM3b94khw8fJtXV1cxrmpqaSHx8PImKiiINDQ2GvlQTJnrN+++/T7Zu3UpeeeUV4uTkdMfXlUolCQ0NJffccw/Jysoix44dI+7u7uStt95inlNaWkpsbW3JK6+8QgoKCsi2bduImZkZOXHihB6vxLihKIqUl5eTrVu3kpkzZxIzMzMyffp08sknn5DCwkIiFouZ+aQ///7991/i5uZG/vvf/xKKogx9uSaGCQUFBQQAuXbtGvPYyZMnCYvFIjU1NZ2+pq6ujuTm5mr8A0C++uorUlpaqq+hDzuUSiU5f/48efHFF8no0aOJo6MjWb58OdmzZw8RCAR3zCm3bt0ihw8fJpWVlT3OP2KxmPz3v/8lbm5uJDs729CXamIIERMTQyIjI8mVK1fIxYsXSVBQEHnwwQeZr1dXV5Pg4GBy5coV5rHnnnuO+Pr6kvT0dHLt2jUyffp0Mn36dI3vm5iYSCZOnEj+/vtvkpubS+Lj48mECROIXC7X27UNJyiKIk1NTeTXX38liYmJxMbGhowbN468+uqr5O+//yatra13zCsVFRXk8OHDpLS0tMc5qLa2lnA4HBIXF0ekUqnOroPP55PCwsJu/8lkMvLzzz8TZ2dnjdcqFApiZmZGUlJSOv3eZ8+eJQBIU1OTxuO+vr5k69athBBCwsPDCZvNJmZmZsTMzIyw2WwCgJiZmZH3339fJ9dsYuDoa6+1b98+YmlpSXbu3Eny8/PJ008/TZydnQmPx9PHZRo1FEWRgoIC8t///pdERkYSCwsLMn/+fLJt2zZSXl5+xz6svr6eHD16lOTl5fVqH3bkyBFiZ2dHfv31V9M+zIQGw0rgvnnzJnF0dCQ//PBDt8/7/vvvyYkTJ8j169fJb7/9Rnx8fMiSJUv0NMqhiUQiIYcOHSKPP/44cXV1JSNGjCBPP/00OXr0KBGJRMxkJRAISH5+PklPTydpaWnk9OnTJC0tTWOxJRKJSFJSEgkLCyMCgcDQl2bCRL/45ZdfOl10HTt2jLDZbFJfX888tmPHDuLo6EhkMhkhhJDXX3+dTJw4UeN1y5cvJwsXLtTpmAcrFEWR6upqsm3bNjJnzhxibm5OoqOjyUcffUSuX7/eZ7E7MzOTeHp6knfeecdgi6qPP/6YTJ8+ndjY2HT6PiKEkIqKCrJo0SJiY2NDPDw8yKuvvkoUCoXGczIyMkhkZCSxtLQkAQEB5JdfftH94E0MiP4IUB0BQA4ePKiH0ZoghBCVSkUuX75M1q1bR8aOHUvs7OzIkiVLyO7duwmPxyPff/89+fXX/8fefcdHVeX/H3/PpPfQQ+8dkaI0GyqComvdXetaYHVVUBf8quCiqKwNxY6grooNdXFtuyorKuqusCpIJ6F3EkoqSUid8/uD373OTGYmk54Jr+fjkceukzt37oTMyTnv+znnvBl0uP3oo4+aZs2amZ9//rmh3xqamMzMTHPllVea+Ph4k5iYaG644QZz5MgR+/s7duwwkszSpUvtx44ePWpuvfVW06xZMxMbG2suueQSk56e7nHe3NxcM2HCBJOcnGyaN29uLrnkErN79+76elvHvby8PPPuu++a3/72tyY+Pt507drV3HHHHebbb781R44cMR9//LFZtGiR2bZtW6VtUEZGhhk+fLgZO3asOXr0aEO/NWNM9W7+5uTkmIiICPPBBx/Yj6WlpRlJZvny5cYYY7Zu3epxc/i1114zksyyZcsIMUNAXY+1hg0bZiZNmmT/d3l5uWnXrp159NFHa/mdhDaXy2W2bNliHn30UTNs2DATHh5uTj/9dPPUU0+ZrVu3mqVLl5onn3zSrFu3Lqhx2OLFi018fLx59dVXCbdRQUgG3Pfcc4+RFPArNTXV4zl79+413bt3NxMnTqzy61l3eLdu3Vpbb+G4VlJSYv7973+bG2+80bRu3dq0bNnSXHfddebjjz+2q7YLCgrMhg0bPELuF154wdxzzz1m/Pjxpl+/fnQsENL8dbruu+8+c+KJJ3o8tn37diPJ/PLLL8YYY0477TRzxx13eBzz2muvmcTExDq62qbD5XKZjIwMM3/+fHPOOeeYiIgIc+KJJ5r777/f/PLLL5WG3atXrzZt27Y1d911lykvL2+w98FMgONXdQIobwTcDae8vNysWLHCTJs2zfTq1ctEREQYp9Npbr31VrN///6AbVB+fr6ZM2eOSUpKsgMYAKiK/Px888EHH5irrrrKJCUlmZYtW5qwsDAzffp0jxm2vr4OHjxoTj31VHPmmWc2utnNdTX7wN3SpUt9Vn2jcarLsVZxcbEJCwur0Je69tprzYUXXlhbb6HJcblcZseOHWbOnDnmlFNOsWdInHHGGSYtLa3ScdhXX31lEhMTzYsvvlgv4XZ9FhS98MILpnPnziYqKsoMGzYsYKEK/AvJgDvY6UqWffv2mZ49e5o//OEP1Qok8vPzjSQG/XWgtLTUfPPNN+aWW24x7dq1M8nJyebqq682t9xyi+nXr5/ZsWOHKSgoMFlZWea1114zLVq0MJLM4MGDzeOPP25yc3Mb+i0A1eKv03XjjTeasWPHejxWUFBgJJnPP//cGGNMz549zSOPPOJxzGeffWYkmcLCwjq75qbG5XKZw4cPm1dffdWcf/75JioqyvTr189Mnz7d/PTTTxWm8K5fv9506NDB3H777Q0abrtjJgAQuv7+97+b6Ohoc8UVV5gBAwaYyMhIc+6555p58+aZPXv2eAz08vPzzfPPP28SExPNf/7zn4a+dABNwBdffGGio6PNqFGjTLNmzUzbtm3NTTfdZL744guTm5vr0Qc6fPiwGT16tDnttNM8bqo2FnU1+8AdAXdoqcux1r59++xqfnd33XWXGTZsWO2+kSZqw4YNpmXLlmbcuHHmjDPOMOHh4ebkk082Dz/8sFm/fn2FsPu7774zSUlJ5tlnn623ym2Wuwk9IbnJZLCbpUjHNiccPXq0hg4dqtdff11OZ9Xf8urVqyX9ugs4ak94eLjOPPNMvfjii9q9e7c+/fRT5ebmav78+dq+fbvuueceffLJJyorK9N//vMfJScna/Xq1Zo0aZJ++OGHOtnQBKiqht4EB9XjcDjUokULTZgwQf/617+UkZGhadOmKTU1VWeccYaGDBmimTNnavXq1dq1a5fOP/98XXDBBXr66aer9bekPi1fvlwnnHCC2rRpYz82btw45eXlacOGDfYxY8aM8XjeuHHjtHz58nq9VuB4tWvXLi1atEjvvvuu1q5dqzVr1uiUU07Ryy+/rG7duumiiy7Sa6+9poMHD+rtt9/W9OnT9cknn+jUU09t6EsH6lxWVpauvvpqJSYmKjk5WRMnTlR+fn7A5xQVFWnSpElq0aKF4uPjddlll+nAgQM+j83MzFSHDh3kcDiUk5NTB++g8fvyyy81b948/fDDD8rIyNDrr78ul8ula6+9Vj169NDkyZP11Vdf6ciRI7ryyitVXFysf/3rX4qPj2/oS6+gefPmWrhwoY4cOaLc3Fy99tprHtfZpUsXGWM8NleOjo7W3LlzlZWVpYKCAn344Yd+N2yWpNGjR8sY43fjQtQdxlpNT0ZGhm677TZ98cUXWrp0qfbs2aMJEyZo6dKlGjx4sE499VTNnj1bmzdv1urVq3XRRRdpxowZuu222+RwOOrlGh988EFNmTJFJ5xwgs/vf/nll9q4caPefvttDRo0SOedd55mzZqluXPnqqSkRJI0f/58de3aVXPmzFHfvn01efJk/fa3v9XTTz9tn+epp57SjTfeqBtuuEH9+vXT/PnzFRsbq9dee61e3mdT0rhH6DVkhdudOnXSk08+qUOHDikjI0MZGRkex/Tp08fe8Xbbtm2aNWuWVq5cqZ07d+rTTz/Vtddeq9NPP10DBw5sqLdyXAgLC1PLli31zTff6IMPPtDSpUvVqVMn3XfffWrfvr0++eQTffXVVzrxxBM1ceJEffLJJ4qNja3Xa9y5c6cmTpyorl27KiYmRt27d9fMmTPtBsyf0aNHV/gjfPPNN9fTVaOu3XnnnUpNTQ341a1bt6DOlZKSUmEwZv231en2d0xiYqJiYmJq4R0dn5KTk/WHP/xBH330kQ4cOKBZs2Zp165dGjt2rAYOHKjhw4dr7ty5jT7clo51Gt3DbUn2f1t/A/0dk5eXp6NHj9bPhQLHsf/7v//TBRdcIOnYDbc+ffpoxowZWrlypTZu3KhzzjlHb731lrp3767JkyfrH//4h0c4AzRlV199tTZs2KAlS5boX//6l77//nvddNNNAZ8zZcoU/fOf/9SiRYv03Xffaf/+/br00kt9Hjtx4sTjfmz31FNP6frrr5ckRUZGaty4cXrllVe0f/9+vffee4qKitLNN9+sjh07aseOHfr888+VmJjYsBeN41JjG2u1bNlSYWFhPo8JdJMEvzrrrLN0//3329lISkqKbr75Zn355ZdKT0/X5MmT9fPPP2vYsGE6/fTT9ec//1l33nlnvYXbwaiNgqKSkhKtXLnS4xin06kxY8ZQdFQNTbr8dcmSJdq6dau2bt2qDh06eHzPGCNJKi0t1aZNm1RYWCjp2B/3r776Ss8884wKCgrUsWNHXXbZZZoxY0a9X//xqE+fPvrxxx81YMAASdKIESP0+OOP6x//+IcSExPVpUuXBr2+tLQ0uVwuvfTSS+rRo4fWr1+vG2+8UQUFBXryyScDPvfGG2/UQw89ZP93fYfzqDutWrVSq1atauVcI0eO1MMPP6yDBw+qdevWko61ZYmJierXr599zOeff+7xvCVLlmjkyJG1cg2QEhISdPnll+vyyy9XYWGhHn30Ud133311Gm5PmzZNjz/+eMBjUlNT1adPnzq7BgANz+FwqEePHrrnnnt09913a/369fr22281duzYhr40oF6kpqZq8eLF+vnnn3XSSSdJkp5//nmNHz9eTz75pNq1a1fhObm5uXr11Ve1cOFCnXXWWZKk119/XX379tX//vc/jRgxwj523rx5ysnJ0f33368vvviift5UCAkPD9dZZ52ls846Sy+88IJeeuklnXbaaVQuo8E0trFWZGSkhg4dqq+//loXX3yxJMnlcunrr7/W5MmTa+U6j1fWDNuJEydqwoQJys7O1nPPPWeH4Y1JbRQUZWdnq7y83OcxzEqouiYdcF9//fX2XWl/rOlKlo4dO+q7776r4yuDPw6Hww63LU6nU7/73e8a6Io8nXvuuTr33HPt/+7WrZs2bdqkefPmVRpwx8bGckcX2r17t7KysrR7926Vl5fbSyD16NFD8fHxGjt2rPr166c//OEPmj17tjIyMjRjxgxNmjRJUVFRkqSbb75ZL7zwgu6++25NmDBB33zzjf7+97/rs88+a8B31nTFxsZq1qxZdf46d955Z6V/s6pSnWLNTLIwEwAIPQ6HQyeccILf6bFAU7R8+XIlJyfb4bYkjRkzRk6nUz/++KMuueSSCs9ZuXKlSktLParg+vTpo06dOmn58uV2wL1x40Y99NBD+vHHH7V9+/a6fzMhLiwsTLfeemtDXwYQtPoaa02dOlXXXXedTjrpJA0bNswukLzhhhsa4m03SQ6HQ82bN9cDDzxQa+ekoKhpa/zzrEPI3Llz1aVLF0VHR2v48OEVwgVvixYtUp8+fRQdHa0TTjihwl1ChIbc3Fw1b9680uPeeecdtWzZUgMGDND06dPtWQM4vtx///0aPHiwZs6cqfz8fA0ePFiDBw/WihUrJB0bSPzrX/9SWFiYRo4cqWuuuUbXXnutR/V/165d9dlnn2nJkiU68cQTNWfOHP3tb3/TuHHjGuptoRZUZX+JyowcOVLr1q3TwYMH7cd8Vad8/fXXHs9jJgAAoKFlZGTYlZWW8PBwNW/e3GOpSe/nREZGVqgybtOmjf2c4uJiXXnllXriiSfUqVOnOrl2AA2rvsZal19+uZ588kndf//9GjRokFavXq3FixdXqMRF48JyN01bk67grk/vv/++pk6dqvnz52v48OF65plnNG7cOG3atKlCB02Sli1bpiuvvFKPPvqoLrjgAi1cuFAXX3yxfvnllwoVzGi8tm7dqueff77S6u2rrrpKnTt3Vrt27bR27Vrdc8892rRpkz788MN6ulI0FgsWLNCCBQsCHtO5c+dKb3iNHj1aq1atqsUrQyhhJgAAINQEWzlXV6ZPn66+ffvqmmuuqbPXANCw6nOsNXnyZJYkCTEsd9PEGdSKYcOGmUmTJtn/XV5ebtq1a2ceffRRn8f//ve/N+eff77HY8OHDzd/+tOf6vQ64ds999xjJAX8Sk1N9XjO3r17Tffu3c3EiROr/Hpff/21kWS2bt1aW28BwHHkuuuu89lOLV261D5m586d5rzzzjMxMTGmZcuW5s477zSlpaUe51m6dKkZNGiQiYyMNN26dTOvv/56/b4RHLcyMzPNVVddZRISEkxSUpKZMGGCOXLkSMDjJ0+ebHr16mWio6NNx44dzW233WZycnLq8aoB1MTBgwdNampqwK/i4mLz6quvmuTkZI/nlpaWmrCwMPPhhx/6PLfVt87OzvZ4vFOnTuapp54yxhhz4oknGqfTacLCwkxYWJhxOp1GkgkLCzP3339/nbxnAEBo2rVrl1m1apV58MEHTXx8vFm1apVZtWqV3V8tKyszAwYMMGPHjjWrV682ixcvNq1atTLTp0+3z7F9+3YTGxtr7rrrLpOammrmzp1rwsLCzOLFi+1j3nvvPRMVFWUWLFhgNm7caG666SaTnJxsMjIy6v09hzqHMW4LUKNaSkpKFBsbqw8++MC+6yJJ1113nXJycvTJJ59UeE6nTp00depU/fnPf7Yfmzlzpj7++GOtWbOmHq4a7g4dOqTMzMyAx3Tr1s1eHmD//v0aPXq0RowYoQULFlR547mCggLFx8dr8eLFLCsBADjunHfeeUpPT9dLL72k0tJS3XDDDTr55JO1cOFCn8evX79eM2fO1PXXX69+/fpp165duvnmmzVw4EB98MEH9Xz1AOpSamqq+vXrpxUrVmjo0KGSpC+//FLnnnuu9u7d63eTyVatWundd9/VZZddJknatGmT+vTpY6/BvW3bNh09etR+zs8//6wJEyZo2bJl6t69u89ZtwCA49P111+vN954o8LjS5cu1ejRoyVJu3bt0i233KJvv/1WcXFxuu666/TYY48pPPzXxTK+/fZbTZkyRRs3blSHDh103333Vdh36YUXXtATTzyhjIwMDRo0SM8995yGDx9el2+vSSLgrgX79+9X+/bttWzZMo+1S++++2599913+vHHHys8JzIyUm+88YauvPJK+7EXX3xRDz74YIX1d9C47Nu3T2eeeaaGDh2qt99+W2FhYVU+xw8//KBTTz1Va9as0cCBA+vgKgEAaJys8Ornn3+2N5FbvHixxo8f7ze88mXRokW65pprVFBQ4DGQQM1lZWXptttu0z//+U85nU5ddtllevbZZxUfH1/pc40xGj9+vBYvXqyPPvrIo/gDCNZ5552nAwcOaP78+fZNsJNOOsm+CbZv3z6dffbZevPNNzVs2DBJ0i233KLPP/9cCxYsUGJiom677TZJx5aG9OXbb7/VmWeeqezs7AprdwMAgNDCJpNAFezbt0+jR49Wp06d9OSTT+rQoUPKyMjw2PBm37596tOnj73J6LZt2zRr1iytXLlSO3fu1Keffqprr71Wp59+OuE2AOC4s3z5ciUnJ9vhtiSNGTNGTqfTZ1GAP7m5uUpMTCTcrgNXX321NmzYoCVLluhf//qXvv/+e910001BPfeZZ56Rw+Go4ytEU/fOO++oT58+OvvsszV+/Hideuqpevnll+3vl5aWatOmTR6btj/99NO64IILdNlll+n0009XSkoK+90ACCldunSRw+Hw+Hrsscc8jlm7dq1OO+00RUdHq2PHjpo9e3aF8yxatEh9+vRRdHS0TjjhhErXHAeaAgLuWlCdnU/97abKTqmN25IlS7R161Z9/fXX6tChg9q2bWt/Wbw73JGRkfrqq680duxY9enTR3feeacuu+wy/fOf/2yotwEAQIPJyMiosBRAeHi4mjdv7nHDOJDDhw9r1qxZQYeuCF5qaqoWL16sv/3tbxo+fLhOPfVUPf/883rvvfe0f//+gM9dvXq15syZo9dee62erhZNVfPmzbVw4UIdOXJEubm5eu211zxmEHTp0kXGGHuauCRFR0dr7ty5ysrKUkFBgT788MOAY6vRo0fLGEP1dgPJysrS1VdfrcTERCUnJ2vixInKz88P+JyioiJNmjRJLVq0UHx8vC677DKfs58XLFiggQMHKjo6Wq1bt9akSZPq6m0Ate6hhx5Senq6/WXNRpGkvLw8jR07Vp07d9bKlSv1xBNP6IEHHvC4Abhs2TJdeeWVmjhxolatWqWLL75YF198sdavX98QbweoNwTctcB951OLtfOp+5Il7kaOHOlxvOS5myoap+uvv17GGJ9fFu8Od8eOHfXdd98pMzNTRUVF2rJli2bPnq3ExMQGehcAANS+adOmVag68v5KS0ur8evk5eXp/PPPV79+/fTAAw/U/MLhoboV9oWFhbrqqqs0d+5cCjYAVKo6M0WmTJmif/7zn1q0aJG+++477d+/X5deeqnHMU899ZT+8pe/aNq0adqwYYO++uor9jxCSElISFBKSor9FRcXZ3/vnXfeUUlJiV577TX1799fV1xxhW6//XY99dRT9jHPPvuszj33XN11113q27evZs2apSFDhuiFF15oiLcD1BsC7loydepUvfLKK3rjjTeUmpqqW265RQUFBbrhhhskSddee62mT59uH3/HHXdo8eLFmjNnjtLS0vTAAw9oxYoVmjx5ckO9BQColtqaSgcgtN15551KTU0N+NWtWzelpKTo4MGDHs8tKytTVlZWpcHokSNHdO655yohIUEfffSRIiIi6vItHZeqW2E/ZcoUjRo1ShdddFFdXyJQ7+qi2njNmjW68sor1bFjR8XExKhv37569tln6/qtNArVmSmSm5urV199VU899ZTOOussDR06VK+//rqWLVum//3vf5Kk7OxszZgxQ2+++aauuuoqde/eXQMHDtSFF15Yn28PqJHHHntMLVq00ODBg/XEE0+orKzM/t7y5ct1+umnKzIy0n5s3Lhx2rRpk7Kzs+1jxowZ43HOcePGafny5fXzBoAGwqKFteTyyy/XoUOHdP/999s7ny5evFht2rSRJO3evVtO56/3E0aNGqWFCxdqxowZuvfee9WzZ099/PHHGjBgQEO9BQCotoceekg33nij/d8JCQn2/7em0o0ZM0bz58/XunXrNGHCBCUnJ7O8ANCEtGrVSq1atar0uJEjRyonJ0crV67U0KFDJUnffPONXC5XwB3j8/LyNG7cOEVFRenTTz9VdHR0rV378WDatGl6/PHHAx6TmpparXN/+umn+uabb7Rq1apqPR9o7K6++mqlp6dryZIl9qaXN910k73ppS9TpkzRZ599pkWLFikpKUmTJ0/WpZdeqh9++EGStHLlSrVu3Vpvv/22OnbsqGXLlummm25SWFhYky96qmymyCWXXFLhOStXrlRpaalHcNenTx916tRJy5cv14gRI7RkyRK5XC7t27dPffv21ZEjRzRq1CjNmTNHHTt2rJf3BtTE7bffriFDhqh58+ZatmyZpk+frvT0dLtCOyMjQ127dvV4jpU5ZWRkqFmzZsrIyLAfcz8m2GXggFBFwF2LJk+e7Lcz8u2331Z47He/+51+97vf1fh1H330UX344YdKS0tTTEyMRo0apccff1y9e/f2+5wFCxbY1eWWqKgoFRUV1fh6ABx/rKl0vrhPpYuMjFT//v21evVqPfXUUwTcwHGob9++Ovfcc3XjjTdq/vz5Ki0t1eTJk3XFFVeoXbt2ko5t2Hz22WfrzTff1LBhw+wbZYWFhXr77beVl5envLw8SceC9bCwsIZ8SyHhzjvv1PXXXx/wmOpW2H/zzTfatm1bhbWML7vsMp122mk++8FAqLCqjX/++Wc7kH3++ec1fvx4Pfnkk3a75c6qNl64cKHOOussSdLrr7+uvn376n//+59GjBihCRMmeDynW7duWr58uT788MMmH3BXZ6ZIRkaGIiMjK7Qz7sHd9u3b5XK59Mgjj+jZZ59VUlKSZsyYoXPOOUdr1671qHoF6kuwN5j79OmjqVOn2o8NHDhQkZGR+tOf/qRHH31UUVFRdX2pQEgj4G4CvvvuO02aNEknn3yyysrKdO+992rs2LHauHGjx3pN3hITE7Vp0yb7v9nxHkB1PfbYY5o1a5Y6deqkq666SlOmTFF4+LE/Mf6m0j3++OPKzs5Ws2bNGuqyATSQd955R5MnT9bZZ58tp9Opyy67TM8995z9fe8Nm3/55Rd7/ecePXp4nGvHjh3q0qVLvV17qKrLCvtp06bpj3/8o8djJ5xwgp5++mn95je/qfnFAw2orqqNfcnNzVXz5s1r/03Uk7qcKRIMl8ul0tJSPffccxo7dqwk6d1331VKSoqWLl3KWtxoEMHeYPZl+PDhKisr086dO9W7d2+lpKRU2FjV+m/rJrS/Y9gfA00dAXcTsHjxYo//XrBggVq3bq2VK1fq9NNP9/s8h8NBIwegxmpjKh2A40vz5s0DTu23Nmy2jB492uO/UXeqU2FvbYTlrVOnThXafyDU1FW1sbdly5bp/fff12effVYr190Q6nKmSEpKikpKSpSTk+Pxc3UP7tq2bStJ6tevn/39Vq1aqWXLltq9e3c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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "### Plot a fixed number of states\n", "N_STATES = 10 # should be even\n", "# skip some particles to make the plot more readable\n", "SKIP_NTH_PARTICLE = 10\n", "\n", "\n", "fig, axs = plt.subplots(2, N_STATES//2, subplot_kw={'projection': '3d'})\n", "\n", "for i, ax in enumerate(axs.flat):\n", " nth = int(sol.shape[0] / N_STATES) * i\n", " p = utils.to_particles(sol[nth])[::SKIP_NTH_PARTICLE]\n", " ax.scatter(p[:,0], p[:,1], p[:,2], cmap='viridis', c=range(p.shape[0]))\n", " ax.set_title(f\"t={t_range[nth]:.2g} (step {nth})\")\n", "# set size\n", "fig.set_size_inches(18, 12)\n", "\n", "plt.show()\n", "\n", "# # Also show the velocities\n", "# scale = 1e-2\n", "# fig = plt.figure()\n", "# ax = fig.add_subplot(111, projection='3d')\n", "# p_reduced = plast[::10]\n", "# ax.quiver(p_reduced[:,0], p_reduced[:,1], p_reduced[:,2], p_reduced[:,3], p_reduced[:,4], p_reduced[:,5], length=0.1, normalize=True)\n", "# plt.show()" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#### Plot some key quantities of the system as a whole\n", "# sol has the shape (n_steps, n_particles*6) where the first 3*n are the positions and the last 3*n are the velocities\n", "\n", "# kinetic energy\n", "energies = np.zeros(sol.shape[0])\n", "for i in range(sol.shape[0]):\n", " p = utils.to_particles(sol[i])\n", " k_e = 0.5 * np.sum(p[:,6] * np.linalg.norm(p[:,3:6], axis=1)**2)\n", " energies[i] = k_e\n", "\n", "plt.figure()\n", "plt.plot(t_range, energies)\n", "plt.title('Kinetic energy')\n", "plt.xlabel('Time')\n", "plt.ylabel('Energy')\n", "plt.show()\n", "\n", "\n", "# radial extrema of the particles\n", "r_mins = np.zeros(sol.shape[0])\n", "r_maxs = np.zeros(sol.shape[0])\n", "for i in range(sol.shape[0]):\n", " p = utils.to_particles(sol[i])\n", " r = np.linalg.norm(p[:,:3], axis=1)\n", " r_mins[i] = np.partition(r, 4)[4]\n", "\n", " # r_mins[i] = np.min(r)\n", " r_maxs[i] = np.max(r)\n", "\n", "plt.figure()\n", "plt.plot(t_range, r_mins, label='Min distance')\n", "# plt.plot(t_range, r_maxs, label='Max distance')\n", "plt.title('Radial extrema')\n", "plt.xlabel('Time')\n", "plt.ylabel('Distance')\n", "plt.legend()\n", "plt.show()\n", "\n", "# plot the last radial distribution\n", "plt.figure()\n", "plt.hist(r, bins=NBINS)\n", "plt.title('Radial distribution')\n", "plt.xlabel('Distance')\n", "plt.ylabel('Number of particles')\n", "plt.show()\n" ] } ], "metadata": { "kernelspec": { "display_name": "projects-X-9bmgL6", "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": "3.13.1" } }, "nbformat": 4, "nbformat_minor": 2 }