{ "cells": [ { "cell_type": "markdown", "id": "cell-0", "metadata": {}, "source": [ "# Tutorial : Split Oversized Traces\n", "\n", "## The Problem\n", "\n", "Some traces in the dataset are abnormally large.\n", "This happens when the tracing algorithm incorrectly groups **multiple chromatin fibers** into a single trace.\n", "These oversized traces distort downstream distance and contact analyses.\n", "\n", "## How `trace_splitter` Works\n", "\n", "`trace_splitter` uses a two-step approach:\n", "\n", "1. **Measure trace size** — Compute the **radius of gyration (Rg)** of each trace.\n", " Rg is the average distance of all barcode positions from the trace’s center of mass:\n", "\n", " `Rg = sqrt( mean( |position - center_of_mass|² ) )`\n", "\n", " A larger Rg means the trace is more spread out in 3D space.\n", "\n", "2. **Split large traces** — Traces with Rg above a threshold (`mean + std_threshold × std`)\n", " are split into sub-traces using **K-means clustering** on their 3D coordinates.\n", " Each resulting cluster gets a new Trace_ID.\n", "\n", "## Input\n", "\n", "The duplicate-cleaned trace file from Tutorial 4: `merged_traces_cleaned_intensity.ecsv`" ] }, { "cell_type": "code", "execution_count": 4, "id": "cell-1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Input: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces.ecsv\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "%matplotlib inline\n", "\n", "data_path = \"/mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2\"\n", "dest_path = f\"{data_path}/output\"\n", "\n", "input_trace = f\"{dest_path}/merged_traces.ecsv\"\n", "\n", "print(f\"Input: {input_trace}\")" ] }, { "cell_type": "markdown", "id": "cell-2", "metadata": {}, "source": [ "## Step 1: Run QC Before Splitting\n", "\n", "First, let’s run `trace_analyzer` on the input to have a reference for comparison." ] }, { "cell_type": "code", "execution_count": 2, "id": "cell-3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "------- Running trace_analyzer.py --------\n", "Analyze chromatin trace files.\n", "\n", "\n", "1 trace files to process= /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces.ecsv\n", "$ Importing table from pyHiM format\n", "Successfully loaded trace table: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces.ecsv\n", "> Analyzing traces for /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces.ecsv\n", "$ Number of spots in trace file: 94893\n", "$ Calculating overall barcode detection across 1792 traces...\n", "$ Exporting barcode detection plot to: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_barcode_detection.png\n", "$ Saved neighbor distances plot: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_first_neighbor_distances.png\n", "$ Mean distances between neighboring barcodes: X=0.000, Y=0.000, Z=0.000\n", "$ Calculating barcode stats...\n", "$ Exporting relative barcode frequencies figure to: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_relative_barcode_frequencies.png\n", "$ Saved projection plot: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_kde_projections.png\n", "Finished execution\n" ] } ], "source": [ "!trace_analyzer --input {input_trace}" ] }, { "cell_type": "code", "execution_count": 3, "id": "cell-4", "metadata": {}, "outputs": [ { "data": { "image/png": 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2dqX9BQUF6pprrlG//vqrKioqUgUFBerQoUPqiy++UMHBwap79+6Vjv/Pf/6jABUbG6s+/vhjVVxcrJRSKjU1VT3++ON64+bdd99VgOrSpYv6448/lNfrVUoptW3bNnXJJZcoQH377be1urYXX3xRf7EAqIiICNW/f3/1+uuvq9LS0krH/vnnnwpQjz32WJV06nqtx0qrugB269atlcPhUEuWLFE+n08ppdSBAwfU9OnT1XvvvXfC6da2zmubf022bt2qADV69Ogq+478HI0fP17l5OQopZTasWOH/rLlrrvu0o8/kfsfExOj2rVrVyXv6dOnK0A1adJELV++XHm9XlVaWqreeOMNZbFYlNFoVLt27aq2rNV95jt37qw0TVNPPPGEHsx3uVzqo48+UgEBASopKUmvv5osW7ZMb7QfPnxYKaVUeXm5+vPPP9WwYcNUeXm5fqw/MB4dHa2++eYb5XK5VHl5uZo7d64KDAxUmqaprVu36sfXJjCulFKjRo1SwDFfANxzzz0KUH/88ccxr0cIIYQQQohznb9jaXVfI0aM0P+uP9KIESPUd999p/Ly8lRhYaHKyMhQixYtUg0bNtQD3n7+wDighg4dqvbv319pvz8A2q1bN7VixQrldruV2+1Wa9euVcOHD1cej0cppVTv3r0VVHQm9ncMz8jIULfeeqsCVPPmzSu1V/ztq+uuu05vG6SmpqrBgwfr5TkyMD5ixAi93bd3716lVEUn6cWLF6vY2FgVFBSkCgoKjluftQ2MX3zxxQpQy5cvP+EyTJkypUoaJ5pWbe/DsfKsLjBe1/vmDwQHBQWpuXPnqvLycuXz+dT333+vrFarCgoK0styLDNnzlSA+vzzz6vs8+dht9vVe++9p8rKypTb7VaLFi1ScXFxCv7X0f5E6nLdunVV3l/81foICAhQ7733XqV3Penp6cpqtaqwsDD10Ucf6R2/c3Nz1YMPPqgAdeeddx63rh5++GEFqGeffVZPPz8/X82bN69KRwT/O6iuXbuqLVu2KKUqBpbcf//9ClCNGzfW33ModfzAuF9N7z2OlJycrEJCQo57PUIIIU4OCYwLIcRZ6niB8QsuuKDGc3/++WfVq1evSj1gjwxCH8nfqP3pp5+OWZ7evXsrg8Ggtm3bpvLy8lRubq7KyclROTk5av369VUCqceTn5+v5s6dq8aNG6e6d++u93JOSkpSBw4c0I87VtC5rtda1wD2kCFDVHx8vCosLDzmtdQ13drWeW3zr8lPP/1UY6PW/zmqbjR5RkaGCggIUPXr19e3ncj9r6mBeOGFFypArVy5sso+f8N2xowZVcpa3Wd++/btClCDBw9WeXl5Vco2btw4BZVHM1QnNTVVGY1G9eijjx7zOKX+FxifM2dOlX1Tp05VgJo6daq+7WQGxp9++mkFVWd+EEIIIYQQ4p/GarXqo1D9X/52ZUBAgJo8eXKVDrKbNm1SQ4YMqTTy9civvLw8/Vh/YLx+/fpVZmwqKipSZrNZxcTEVDrnaAUFBcpgMKj4+HhVUlJSaZ/X61UdO3ZUgB6o8x+flJSkXC5XpeOLi4tVbGxspcB4aWmpslgsqk2bNtW2h2bMmFElWFqT2gbG/e05f2fdEylDTUHquqZV2/twrDyVqhoYr+t9U+p/geAXX3yxSvojR45UgB6cPhZ/YPjoEdhH5nH0LGtKKfX5559X6hh/IvelpsD4X6mPp556qkpZZ82apQD18ssv6+Xyly07O1u1bNlSJSYmHreu3nzzTQWoX3755bjHOhwOZbFYVHp6epV9/nc069ev17edzMB4t27dFCAzvwkhxGliQgghxDnJv/bT0X7++Wd69+6Nx+MBICAgAJvNhqZpFBQUVFlzateuXQQFBXHxxRcfM78dO3bg8/lo0aJFjcccOHCg1uUPCQlh5MiRjBw5EoCCggLuv/9+3nzzTe6++24+//zz46ZR12utq5kzZzJy5EgSEhK45JJLaN++PRdccAGXXHIJFovlhNOtbZ3/1fyLiooACAwMrPGY6soQHR1N69atWbVqFR6PB5PJdFLv/969ewkODqZLly5V9l122WVMnTqVvXv3VtlX3Wd+x44dACxYsICwsLBjlq158+Y17m/QoAFvvPEGEydOZN68eVx44YW0bduWXr161XjeJZdcUmXbpZdeClBt+U+GoKAgAAoLC09J+kIIIYQQQpxNoqOjOXz4cKVt27dv54477mDSpEnEx8dz6623AhXtsG7duuntJJvNRkBAAJqmUVxcjNPprLYN6V+/+Eipqam43W569OhBaGhojeXbv38/Pp+P7t27ExAQUGmfwWCgV69erF27lr1799KyZUtSU1Px+XxceOGFmM3mSsc7HA66dOlSaf3ivXv34nK52LRp03HbQyeLv60TFRV10stQ17Rqex/qqq737Uhdu3atkl5CQgIAJSUlx827Nu342rRFT+Z9+Sv1cax2/N13383dd99dbZ4m0/HDGqNGjeKPP/6gV69edO3alfPOO48OHTrQt29fIiMjqxzftGlT4uPjq2y/9NJLWbZsGXv37qVdu3bHzbeujmzHH/27RAghxMlnONMFEEIIcWrU1OibNWsWHo+HGTNmkJubS0lJCTk5OWRnZ1cb1DQYDLjdbnw+33HzNBgMRERE1Ph1dAOpLkJCQvj3v/+NxWJhyZIltTqnrtdaV40aNWLFihWsWLGCyy+/nNzcXCZMmEBiYiK//PLLCadb2zr/q/n7G78FBQU1HuNyuWrcrmkamqZVKvfJuP8GgwGPx4NSqsbyGI3GKvuO9aIjICDgmGU78jpqMnr0aDIyMnjppZdo0qQJv/zyC+eddx5XXHEFTqezxrLWtvwnQ35+PgDh4eGnJH0hhBBCCCHOds2bN2fGjBkAfPDBB/r22bNnU1RUxIQJEzh06BBlZWV6+3HAgAE1plddO8RgqHjlWl07obrjjtXugv+1H/z/Hu/4o9lstmO2h2oTZKyNlStXcuDAASIjI2ncuPEpK0Nt06rtfairut63I1mt1irb/O3R6trARzvRdnxNZToZ9+Wv1Mex2vGhoaE1liskJOS45TKZTLz55pscPHiQ8ePHExAQwNtvv01CQgJTp06tsZx1Kf/J4G/HH6uDghBCiJNHRowLIcQ/TFpaGiEhIdx3332Vtu/YsYNt27ZVaaS1adOGhQsX8vnnnzN8+PAq6Sml0DSN1q1bc+jQITZs2FBtD1v/scfj8/n0RtXRDh8+jMvlwufz6fn6GyZut/svX+ux0qrpejRNo3nz5vqoYa/XS4sWLRgzZozey7mu6da2zmubf03q1asHQGZmZo3HfPfddzz//POVRiOkpKSwdetWmjRpol/bybr/UPGiavHixXz//ff079+/0r4vv/wSgOTk5Fql1aZNGwAGDBjAZ599VmO5jhcY9x9js9no3bs3vXv3BirqZ8CAAfznP/9h/Pjxlc5ZsGABEyZMqLRt3rx5dSr/kWrzOcrKygKo8R4IIYQQQgghoLi4GIDs7Gx9W1paGgCPPfZYpdGkOTk5LF++vE7pN27cmICAAH7++WfS0tL0EcF+/vZFo0aNsFgs/PLLL2RnZ1fK1+l08u233wL/az80atQIs9nM0qVLKSoq0keaQkW77o8//qi2HC1atGDVqlXVtrVr0x6qjdzcXMaOHQvAyJEj9TRPpAw1tX3qmlZt78Ox8qxOXe/byVSbdvyCBQvo06dPpW1Ht0VP5mfjZNdH69atAZg+fbo+o0N1ZTsef/kjIyMZOnQoQ4cOBeCee+7hkUce4aqrrqJZs2b68bt372bLli20atVK3+b1evnmm2/qVP4jGY3G436msrKyiI6OrjILhBBCiFNDRowLIcQ/TOPGjSkoKODRRx8lJSWF3bt38+GHH9K3b199yvEjjR49Wv/3mWeeYd26dezfv5/FixczbNgwvvvuOwDuuOMOPB4PPXv25K233mLr1q0cPHiQtWvX8v7773PppZdWmtKtJrfccgtDhgzhvffeY8WKFaSnp7Nz504+/vhj+vbtC0D37t31xpm/wbVkyRK2bdtGdna2/nKjrtd6rLSq07ZtWyZPnszPP//M/v372bNnD++99x5paWkcPHjwhNOtbZ3XNv+aJCUlER0dzbp162o8Zvv27QwZMoQ//viD/fv38/XXX3P55Zfjcrn0ae7h5N1/gGuvvRaAG2+8kbfffps9e/awceNGfSp9u93OVVddVau0GjVqRJ8+ffj888+5/vrrWbJkCXv37mXfvn0sW7aMSZMmcf755x83nY8++og+ffrwwQcfsH79eg4dOsSaNWt49913Aaqt78cee4yZM2eyY8cOtm7dylNPPcWsWbOwWCxcffXVtSr/kfyfo7lz53LgwAGys7P1F3p+a9euJTAwUO8QIIQQQgghxD+ZUkpvf2VnZ7N3717mz5+vB3A7duyoH+sf4Xz//fezZcsWUlNTWbBgAZdeeukx22/VsVqt3HDDDRQWFnLJJZfw/vvvs337dlJSUvjoo4/o1KkTHo8Hu93OlVdeSW5uLv369WPRokXs37+f5cuXc/nll5OSkkLXrl1p1KgRAHa7ncGDB3P48GEGDBjAsmXL2L9/P4sWLaJfv35VRhHbbDZuuukm1qxZw4ABA/jmm2/YtWsX6enp/Prrr0yfPp3k5OQ6LTNWWlqq1+f+/fv57bffeOaZZ2jdurXeUfqxxx77S2Xwt30+++wz9u/fT3Z2NgUFBXVOq7b34Vh5Vqeu9+1k8k/Ffqx2/BtvvMGjjz7K5s2bSUlJ4ZVXXuH+++8H0NvxJ/OzcbLrY8SIEYSGhjJu3DgmT57M6tWrSU9PZ/v27SxcuJBbbrmFe+6557jp3H777dx6660sXLiQnTt3kp6ezo8//sjixYsBOHToUKXjfT4fgwcP5quvviI1NZWVK1cydOhQ1q9fT8eOHSsF0WsrMjKS3bt3s2zZMjIyMsjOzq40Mj0/P5+9e/fSrVu3OqcthBDiBJ3eJc2FEEKcLEuXLlWAuu6666rd/txzz1V73vLly5WmaQqo9HX++eerLl26KIfDUeWcu+++u8rx/q+FCxfqxz3++OM1Hgeo+fPnH/e6rr322mOmER4ertavX1/pnBYtWlQ5rqys7ISutaa0Nm3apAD10EMP6ceGhYXVWM4HHnjghNOtbZ3XJf+aDBs2TBkMBpWfn19pu/9zdP3116uAgIAq6bdr106VlJRUOqeu9z8mJka1a9euSpm8Xq8aMmRItWkYDAb17rvvVlvWmj7zBw8erLb+/V8JCQnHracPP/ywxvMDAwPVli1b9GOvvvpqBaixY8dWe/ysWbMqpe0/Li0t7ZjblixZUiWtW2+9Vd9fVlamrFarGjhw4HGvRwghhBBCiHOd1Wo9ZvskJiZG7dmzRz9+z549yuFwVDmuYcOGavDgwQpQhw4d0o9PS0ur8jf5kQoKClTnzp2rzVvTNOXxeJRSSh04cEA1bNiw2uMiIyPV1q1bK6W7b98+FRsbW+XYevXqqcsvv1wBKisrSz++pKRE9ezZs8Z60DRNlZeXH7c+/+///u+Y9Qmo9u3bq23btlU5t65l2LVrlzKZTJWO6dmz5wmlVdv7cKw8p02bpgC1dOlSPd263reHHnpIAWrdunVV6se/b9OmTce9D16vV4WFhanu3bvXmE5NbdHx48f/pfuybt06BVXfX5zs+lBKqcWLF6ugoKAayzZmzJjj1tUNN9xQ4/nt2rVTLpdLP9bhcKjzzjtPdejQodo2/+rVqyulnZiYqFq1anXcbQ888ECV9D777DN9/3fffacA9corrxz3eoQQQpwcMpW6EEKcpcxmMxEREZWmTjtye03rOV944YX8+OOPPPfcc+zYsYPg4GAuv/xynnjiCYYPH15pyiu/l156id69e/Pmm2+yceNGoGK669GjR1ea6nrKlClcdtllzJ49m9WrV1NcXEx8fDytW7dm1KhR9OzZ87jX9fbbbzNixAjmzZvHtm3bSEtLQ9M0GjRowCWXXMK4ceOIiYmpdM6XX37J448/zpo1ayguLtanyzqRa60pLZPJREREBA6HQz9206ZNvP322yxZsoQ9e/bgcDho2rQpN910U5URzXVJt7Z1Xpf8azJq1Cg+/fRTvvrqK2666SZ9u/9zdN5553Hvvffy1FNPsX79egICAvQ6PPozVtf7HxERUe0aWgaDgc8//5z/+7//Y+7cuezevRur1UrHjh2599576d69e6Xjj/eZj4uLY/Xq1cyePZv58+eze/duLBYLDRs2pHfv3tx8883HraeRI0cSExPD+++/z4YNG8jKyiI2NpYePXowbtw4kpKSqpwzbdo0mjdvznvvvUdmZiZNmjThnnvuqXJvAgMDiYiIqLReWXXbLr30UmbPns1bb73F/v37cbvdlX7+v/76a5xOJ6NGjTru9QghhBBCCHGui4yMrDLa1Wq1Eh8fT69evbj33nuJjo7W9zVq1IjffvuNJ598ko0bN2KxWLjkkkuYPHkyzzzzDBEREZWmmzYajdW2yf2Cg4NZvnw5b7zxBl988QV79+4lJCSEjh07MnHiRP1v/Xr16rF69WqmTZvG999/T0ZGBuHh4Vx66aU89NBD1K9fv1K6iYmJrFq1ikmTJrFs2TKUUnTv3p1nn32W6dOnVylnQEAAS5YsYc6cOXzyySfs2LEDn89Hw4YN6d69O7feemu1614fzb8WtZ/BYCAoKIjo6Gg6dOjAoEGD6Nu3b7VTcte1DElJSXz++efMnDmTXbt24XQ69TWl65pWbe/D8fKMiIioNNV1Xe+bw+Gocc3uY+07msFg4Prrr+e1117j4MGD+tTqR6Yzbtw4LrroIl599VVSU1OJj4/nlltu0WdKONH7UtP7i5NdHwC9e/dm06ZNvPzyyyxdupTDhw8THh5OkyZNuPrqq7nmmmuOW1dvvPEGvXr14osvvmD79u243W4SEhK44ooruO2226pMXW6xWPjhhx94/PHHWbRoES6Xiy5duvDUU09Vml4dIDw8vEo9VLftqaeewuPx8P3335OdnY3P56tUp5999hlWq5URI0Yc93qEEEKcHJpStVzwUwghhBDnHJ/PR5MmTWjUqBFLliw508U5JwwdOpQvvviCoqIiAgMDT1u+gwcPZvXq1aSmpsraZEIIIYQQQghxjtq2bRutWrXi+eef54EHHjjTxTknBAYG0r59e3799dfTlmdZWRlxcXEMGjSI999//7TlK4QQ/3SyxrgQQgjxD2YwGHj66af56aefWL169ZkujjhBW7duZeHChUyaNEmC4kIIIYQQQghxDmvRogXXXnstL730Ek6n80wXR5yg2bNnU1paypNPPnmmiyKEEP8oEhgXQggh/uGuu+46evbsycsvv3ymiyJO0CuvvELnzp0ZPXr0mS6KEEIIIYQQQohT7LnnnsPn8/Hxxx+f6aKIE+ByuXjrrbeYMGECTZs2PdPFEUKIfxRZY1wIIYT4h9M0jWXLlp3pYpwzgoODiYiIQNO005bn66+/ftryEkIIIYQQQghxZiUkJHDw4MEzXYxzRmRkJKGhoactP4vFwqZNm05bfkIIIf5H1hgXQgghhBBCCCGEEEIIIYQQQghxTpOp1IUQQgghhBBCCCGEEEIIIYQQQpzTJDAuhBBCCCGEEEIIIYQQQgghhBDinCaBcSGEEEIIIYQQQgghhBBCCCGEEOc0CYwLIYQQQgghhBBCCCGEEEIIIYQ4p5nOdAGEEEIIcfZQSpGVlUVJSQmRkZEEBQWd0vyKiorIzs7G4XAQFRWFpmmnND8hhBBCCCGEEEIIIYQQ5yZNKaXOdCGEEEL8MzidTlatWoXL5arTeWazmU6dOuFwOE5Ryc4uHo8Ht9uNyWTCZDKd1GCxy+XC6/ViNpsxGo1V0lZKceuttzJ//nxeeuklrrvuuhPO338dRqMRs9lcbTrvv/8+EydOZPDgwbz++uuYzeYTyksIIYQQQgghhBBCCCHEP5uMGBdCCHHa5Ofnc91113H48OE6nRcZGcnSpUtJTk4+RSU7u3zwwQe89tprDB06lAceeOCkBsYnTZrE4sWLefTRR7nyyiurPaa4uJjc3FycTudfyuvbb7/lmWee4eKLL+Zf//oXJlPVP0ucTic5OTkUFxf/pbyEEEIIIYQQQgghhBBC/LNJYFwIIcRpExQUxHPPPUdpaWml7YcOHeL555/H6XTy6KOPkpCQUGm/zWYjJibmdBb1b+3w4cOsWbOGLl26cLInftmzZw9r1qwhOzu7xmPGjh3LZZddxoUXXviX8srJyWHNmjU0aNCgxmN69OjB7Nmzady4MUaj8S/lJ4QQQgghhBBCCCGEEOKfSwLjQgghThu73c61115bZfvWrVt56aWXcLvdXHXVVbRr1+4MlE7UhqZpXHrppVx66aX696dSs2bNaNas2SnNQwghhBBCCCGEEEIIIcS5TwLjQgghTpvaBlGPPC43N5c9e/YQEhJCUlIS+/fv58cff2THjh0EBATw4IMPEhAQQGlpKTt27GDTpk3s2rWL0tJSwsLC6NixI127diU0NLTG/H0+H/v37+e3335j69atlJWVERgYSFxcHO3ataNLly6VpvlWSuF0Olm/fj2///47Bw4cwOFw0KZNG3r06EFMTEydAsZKKYqKili5ciWrV68mKysLTdMIDg4mISGBzp0706ZNGzweD9u3b+fAgQMopcjKymLt2rV6XoGBgTRt2hSj0YjX6yUtLY0tW7awZcsWMjMzMZvNNGnShAsvvJAmTZpUGoFdXFxMSkoKeXl5AKSmprJmzRp9f2RkJImJiUDFqPK8vDwaNmxIRESEnr9SitLSUtasWcPKlSs5fPgwSimCg4OpV68eHTt2pGPHjvh8Pnbu3Mm+fftQSpGXl8eaNWv08tjtdpKTkzGZTOTk5JCamkpYWBiNGjWqtu4yMzP5448/WL9+PQUFBQQEBBAVFUWrVq3o3r07AQEB+rHFxcV6PWdmZlaq506dOtG2bdtTHuwXQgghhBBCCCGEEEIIcfpp6mTPwSqEEELU0ZYtW7jooosoKipi1apVtG/fXt/32WefceONN9K3b19GjRrFAw88QGZmJiaTiYiICFasWEFgYCB33nknn376KS6XC7vdjsFgoLy8HLfbzXnnncfLL79Mp06dKgU9lVKUlZXx+uuv89JLL3Hw4EHsdjsWiwWPx0NpaSmNGzdmxYoVhIWF6eekpqby8MMP88033+D1erHb7Xi9XkpLS0lOTmbq1KkMGDAAg8Fw3GtXSrF7927uuusuli1bhtFoxGazAeByuSgrK2PQoEF88cUXZGZmcskll7B79248Hg9GoxGz2ayndcEFF/D1118TGBjId999x5gxY8jIyMBms2E2m/F6vZSUlBAZGcnEiRMZP368nteqVau4/PLLycnJwefzYTabKwXOR40axb///W80TeOGG27giy++4I033uDGG2/U6/TgwYOMHz+e7777DqUUdrsdALfbTWlpKd26dWPRokU4nU769u3LunXrcLvdGAwGLBaLnlfz5s358ccfiYiI4N1332XcuHFcddVVvPXWW5Wu1+Px8OWXXzJ58mR27NiB1WrFarXi8/koLS0lICCA3377jVatWqGUYu/evdx5550sW7YMg8FQpZ4HDhzIl19+We1a50IIIYQQQgghhBBCCCHObvLmVwghxN+a1+ulvLycLVu28MgjjzBo0CCGDx9OcHAwmZmZBAYG4vP5KC4uZujQoVx++eU0adIEm81Gamoqb731Fl9++SV33HEHCxYsIDY2Vg/ker1eZs6cyTPPPENgYCCPPfYY/fr1IyIigoKCArZs2cLGjRv1ALF/lPbo0aP55ZdfGDhwIKNHj6Zx48aUlJTw9ddfM2vWLG677Ta++uorunTpctzRxx6Ph0mTJvHjjz9yxRVXcPvtt5OYmKiPhF6zZg0lJSVAxRrtEyZMYP78+Xz//fd06dKFwYMH63nEx8frAeaioiIaN27Mgw8+SOfOnYmIiKC4uJglS5bw4osv8tRTTxEfH8/IkSPRNI369evzyCOP8O6777Jx40YGDRpEly5d9HIeOZLa5XJRXl6Ox+OpdB0vvPAC8+bN45JLLmHChAkkJSVhMBjIzs5mw4YNpKen6wHp22+/ne+++47PP/+cli1bcu211+odCSIjI/VR3h6Ph7KyMlwuV6V68/l8fPHFF9x+++24XC5Gjx7NiBEjiIuLo6ysjJSUFJYvX64H5z0eD0899RSLFy9m0KBB3Hnnnfra5pmZmaxdu5bCwkIZLS6EEEIIIYQQQgghhBDnKAmMCyGEOCvs2bOH+++/nylTpmA2m9E0jRYtWgAVQdJZs2YRFRWF0WjUg5vNmjXjggsuwOl08s033/D1118zZswYPc21a9cyc+ZMzGYzr7/+OldffTWapunnd+7cGaVUpanCZ8+ezbJly7jmmmt44403CA4ORtM0lFK0b98eh8PBY489xvTp0/nggw+wWq3HvK7MzEyWL19OdHQ0M2fOJDExUc8vOTmZHj164PP5MBgMOBwOxo4dS35+Pt9//z0dOnTggQceqHZk+mWXXUa/fv0ICgqqVP4OHTqQmJjIqFGjeO2117jiiitwOBzExcUxYcIEVqxYwcaNG+nbt2+lujqeoqIifvzxR4KCgpgxY0alQHpycjLdunXTrwPgpptuQinFF198QXJyMvfff3+dRmofPHiQSZMmUVxczOTJk7n//vv1zwVAu3bt9PsJkJWVxc8//0xUVBQzZ86kUaNGNdazEEIIIYQQQgghhBBCiHOPvP0VQghxVggPD+fWW2/FYrHoAU1/ENtoNBIXF4fJZKo04te/fvR1112H1+tl6dKl+FcQ8Xq9fPrpp+Tl5dGnTx8GDRqEwWCocv6R2/Lz8/n444+xWq1MmDBBD4r7jzWZTFx77bXExMTw22+/kZmZedzrcrvdOJ1OlFJVRkUfeX3+/x+Z39HHHbk/LCysUvmOvJ6+ffvSuHFjtm/fTlpaWqU0jlZd2tXxer2UlZXh8/lwOp3VpnP0dRzrGo6Vl1KKH3/8kV27dtGyZUtuu+22Sp+LI6/Vv83j8eB0OvH5fMetZyGEEEIIIYQQQgghhBDnHhkxLoQQ4qyQlJREvXr1atyvlMLj8ZCZmUlqaiqFhYX6VN/79u3DYDCwd+9efVSw0+lk1apVGAwGLrvssuOO7AbYtWsXaWlpBAcHs3v3bnJycvRAu78M5eXl2Gw2Dhw4wMGDB0lISDhmmhERESQlJbFixQpuvPFGxowZQ9euXWnQoIG+VvqJBmt9Ph9FRUWkpqaSmZmpB+B9Ph9QEejPzs4+obSP5nA4aNmyJd988w2jR49m7Nix9OjRg4YNG+JwOP7SdVTnt99+w+v10r17dyIiIo57fFhYGE2bNuW3335j1KhRjBkzhm7dup2UehZCCCGEEEIIIYQQQgjx9yeBcSGEEGeF0NBQbDZbtfuUUuzcuZPnn3+eH3/8kby8PFwulx609vl8+Hw+ysvLcbvdmEwmvF4vhw4dwmQyVZq+/FiysrIoLS2luLiYm266qcbjPB4PFouFoqKi46YZGBjI448/zh133MHKlSv5888/CQ0NpXHjxlx00UWMGDGCDh061GmacaUUZWVlvPPOO7z11lvs27ePsrIyvF6vvt//f//65X+VzWbjkUceYefOnWzevJm7776b4OBgEhMTufDCCxk2bBhdu3atMqr/RPlHujdu3LhW6fnXkL/99ttZtWoVq1evJjQ0lEaNGtGzZ0+GDx9Ox44d61TPQgghhBBCCCGEEEIIIc4e8vZXCCHEWcFoNFa7/rNSirS0NK699lo2bNhAu3btGD58OI0bNyYwMBCj0UhKSgpTpkxBKaUHy/0jzIFaB0M9Hg8+n48GDRrwxBNPYLfbazzWYDDQqlWr46apaRr9+vVj0aJFfPbZZyxdupQtW7awfv16Vq9ezbvvvsvjjz/O+PHja11Or9fLCy+8wHPPPUdISAgDBgygffv2REREYLFYUErxzDPPsHPnTj1A/ldpmkbXrl354Ycf+OKLL1i8eDGbN29m69atbNiwgTlz5jBhwgQee+yxWo3OPx5/uc1mc63L16dPH72ef/rpJ71sa9as4Z133uGxxx7jnnvukeC4EEIIIYQQ4m/J7Xbj8XiwWq16+9jr9eJ2u7FarSdtFiylFBs2bCAqKor4+PiTkmZtOZ1ONm3aRE5ODp07d67VDGFnK/87Co/Hg9frxWKxYDQa9X3+5cCOZDab9TbrkUuyWSwW/TPh7wzv8XhQSmE2m2tcOkwpxcaNG4mLiyM6OrrSPp/Px9q1a0lMTCQqKuqkX39d+Xw+NmzYQGxsLHFxcSclTX/9ezweTCbTMd8xeL3eSoMwoGKQwJH1fmRaJ2tggBBCiJNL3vwKIYQ4633++eesW7eOyy67jDlz5hAdHV2p8fHTTz9VaUwajUYiIiJIT0+v1VrgAMHBwXpguX///sec2r0uDAYDycnJPPbYY9x///0cPnyYlStX8s4777B48WL+9a9/0bdvX1q2bFmr9A4cOMCbb76JzWbjvffeo0+fPnrjGsDlcjFr1qyTUvYjaZpGw4YNue+++xg3bhyZmZmsXbuW9957j6+//ppZs2bRt29funXr9pcbh/5G+aFDh2p9jsFgoFmzZjz66KNMnDiRjIwMvZ4XLVrEc889R9++fWnduvVfKpsQQgghhBBCnApvv/02//nPf3jhhRe49NJL0TSNn3/+mXfeeYd33nnnpHXyVUrx/PPPM3DgQK6//vqTkmZt8509ezZff/01nTp1okmTJpUC4+np6fzyyy8MGzbsnOjQ7Ha7ef3111m9ejW7d+9m2rRpdO/eHajomD9x4kT27dsHVASFMzMzufvuu7nxxhspLS3ljTfe4Ndff0XTNHr06MFtt92Gw+EgNTWV5557jqysLLxeL40aNWLChAk0bNiwShmUUsyYMYPhw4czcODASvs8Hg+TJk1i3Lhx9O/f/1RXx3H5fD6ef/55rrzySoYPH35S0ly4cCELFixg+/btXHXVVUyYMKHGYzdu3Midd95JWFgYmqZhMBiYNm0azZs3RylFSkoKM2bM4PDhw0RFRXHvvffSsmVLCY4LIcTfTNWhd0IIIcRZRCnF+vXrUUoxaNCgKkHxI/cf2avXarXSpk0bPB4Pf/zxR61GTjdq1IiIiAgOHz7Mpk2bKqV3Mmiahs1mo2HDhgwbNow5c+aQnJxMTk4OW7du1Y/zB7mPDvb77d27l7y8PJo1a0a3bt0qBcWhIphcU0D5eGnX9jqsVisJCQkMHjyYd955h/PPP5+ioiLWr1+vH+fvVe3z+epclx07dgRg1apVlJaW1rl8NpuNxMRErrnmGubMmUOLFi3Iyclhy5YtdUpLCCGEEEIIIU6XrKwsUlNTmTlzpt4OKiwsZM+ePXqb1+12V5opze12620u/8hk/8hX//ajv4eK0bH+c/z7juRPu7rz/LOtVXee/1x/nv5RzUopysvLWbx4MTfffDOTJ0+mcePGlc5JSUnh3//+N6WlpfrIXf/1eTwe/dqPLJs//eryPrKuAL3M1W33p+evl5PBYDDQqVMnxo8fj9PprLQcm8lk4tlnn2XOnDnMmTOHxx9/nNzcXL3D/HvvvcfChQuZMmUKzz33HEuXLuX999/X67FTp048//zzvPTSS3g8Hh5++GGcTme15ThWm9zr9er1e/T9PFZd+kdO1/RZO/JeHSudoz+DR9f/0Z/D6s47+jNwpAYNGjB27FgaNmzI4cOHj3W7KCkpQdM0Zs+ezZw5c3j33XdJSkrS902cOJHExEReffVVWrZsyX333UdhYeEx0xRCCHH6nf1d64QQQvzj+YO5BQUFlbYrpcjIyGDu3LkAlQLmRqORK6+8ko8++oh58+YxZswY2rZte8yevPHx8fTu3Zs5c+bw8ssvc/755xMSElLlHP+UZ7WZys7/wsBisVTarmkaoaGhhIWFAZWnew8NDUXTNLKzs/F6vVUC3/6Ac1lZGW63u9I+r9fLxx9/XGODLzw8HOC4DcKj+V9+WCyWStesaRqBgYFERkZWuY6QkBBMJhO5ubm4XK5aT4sO0LdvX6ZNm8aqVatYvHgxgwcPPmZdH6ueQ0JC9B7f58KoAyGEEEIIIcS5q1evXhw+fJiFCxdyzTXXVNqXnp7OI488wssvv0x4eDhFRUWMGzeOSZMm0ahRIx5//HESExPZs2cPu3btol+/fvTu3Zv//Oc/bN++nR49ejB+/Hi9bbZv3z4efPBB9uzZQ6dOnbj77rsJCQnB7XYzb9485s2bR1lZGa1bt2b8+PFERkbyySefsGnTJiIjI1mxYgWPPfYY7du318uolGLr1q28+uqrHDp0iPDwcG655RbOP/98pk6dyqpVq8jIyGDJkiVMmzZNb6MWFBTw2muvsXXrVkaMGEFsbCwvvvgikyZNonXr1mzdupWioiJeeOEFFi5cyOLFiykoKCAyMpLbb7+dTp06AZCSksLrr79OamoqDoeDa665hssvv5yDBw/y73//m+3bt2O32xk5ciT9+/fH7XbzzjvvsGTJEgAaN27MAw88cFKmFjcajXTv3p2ioqIqbVH/OwF/nf3666+0aNGCVq1a4Xa7+emnnxg0aJC+hNuQIUN4//33uemmm0hOTiY5ORlN01BKceWVV3LfffdRXFx8Qkub7dixg++//560tDQuvPBC7rjjDhwOB9u2bWP27Nmkp6djMBjo1asXN910EzabjTfffJPMzExMJhMbNmxgypQpmM1mXn/9dXbt2oXdbmfw4MEMGzaM/fv389JLL7F3714cDgfXXnstffv2xWAwsGXLFl588UUKCwvp3r07ZWVlerlKS0v54IMPWLJkCR6Ph+7du+uj5pcuXco777xDcXExERERjB49mgsuuKDKtbVp00Z/b1EbhYWFLFiwgLCwMLp166Z/Prdu3cq+ffv4v//7P2JjYxk1ahRz5sxh48aN9OjRo851LoQQ4tSRt79CCCHOav61rd9//33mzJlDz549Oe+889A0jd27dzNp0iS2bt1aJWiqaRq9evVi0KBBfPHFF4wZM4bnn3+e8847D5vNhtvtJi0tjS1bttC3b18CAgIwmUxMnDiR5cuXs2jRIsaPH89DDz1EkyZNMJlMuFwu0tLSWLp0KXv27GHKlCnHbXTu3r2b5557jmHDhtG+fXsiIyMxGAwUFxfz1VdfsWnTJuLj42nbtq1+Trt27QgICODnn3/m/fffp3Xr1hgMBgIDA2nWrBlNmzYlLi6OnTt38sYbb3DnnXcSHBxMQUEBn376KTNnzsRgMFQ7Sr5Lly688cYbfPrpp7Rr1474+Hg0TSMqKorExMQar+Pw4cM8+uijDBkyhM6dOxMdHY3RaKS0tJRFixbx+++/ExERQZcuXfRzWrRoQWhoKOvWrePNN9/k/PPPx2g0Yrfbad68eY1Bak3TaNGiBbfddhtTp05lwoQJlJeX06dPH4KCgvB6vWRkZLBu3Tq6du1KdHQ0e/bs4V//+hfXXHMNHTp0qFTP8+bNY+PGjdSrV4927dod834JIYQQQgghxJkUFhbGVVddxeuvv07v3r0r7SsvL2fbtm14PB6gogPz9u3b9WDirl272LBhA88++ywej4exY8eyevVqbrvtNgwGA7fffjtdu3ala9eu+Hw+fvrpJ1544QUcDgePPPIIr7/+Og8++CDffvst06dP5/nnn6dBgwa89NJLTJ06lRdeeIHMzEy++OILpk+fzpAhQ/TAoV9eXh7jxo1j4MCBPPTQQyxfvpwJEybw6aefcuedd/Lrr79y880307dvX0JCQvTzgoKCuPnmm0lLS+ONN97Abrdjt9vZsWMHKSkpTJkyhaCgIGw2G82aNaNjx45YrVZ++uknHnnkEb788ktcLhe33347vXv31kdpezweysrKuPfee2nQoAEvvPACBw4c4LHHHiM+Ph6n08k777zD66+/TlRUFOnp6VU6XAMUFxfzwgsvkJ2dXWWfyWTinnvu0UcX+9V2iu3CwkLmz5/P2LFjsdvteL1egoODycjI0EdCZ2ZmcuDAAQoKCoiJiQH+N5r666+/pnXr1gQFBdUqvyN5vV6WLl3KlClT0DSN+++/n8DAQMaOHUtQUBDXXnst0dHRZGZm8thjj9GgQQP69+/PwYMH+eqrr5g+fTrDhg3DZrMxduxYOnTowAsvvIDX66WkpISysjImTpxIUlISM2bMYMuWLTz66KPExMTQpEkT7rvvPnr37s0111zDb7/9xoYNG7j++utRSvHWW2+xYMECnnvuOQIDA5k8eTImk4mbb76Zp556ijFjxnDxxReTm5tLQEBAtddXl2nOw8LC6NevH0opVqxYwaxZs3jllVfo0qUL6enpOBwOfXBDUFAQYWFhpKWloZSS6dSFEOJvRALjQgghznpXX301X3/9Nd9++y2DBg2iSZMmaJpGamoqZrOZu+++m5kzZ1Y5LyAggBdffBGPx8O3337L4MGDSUxMJDQ0lKKiIg4dOkRYWBg9e/YkICAATdNo06YN77zzDnfffTcfffQR3333HQkJCQQEBFBYWMjhw4fJzc2t9fpbLpeLL7/8krlz5xIXF0dUVBQ2m43s7Gz27dtHWFgYzz77bKW1wNq1a8dtt93GW2+9xW233YbZbEbTNC644AK+/vprYmJiePjhh5k4cSKTJ0/mgw8+ICIigqysLA4ePMjQoUPZtGkT69atq1KegQMHcsUVV/DDDz8wdOhQPe1Ro0bx73//u8bGnNfr5YcffmDu3LnExMQQHR2Nw+EgNzeXvXv3YrfbefLJJ/Xe2FDR0/6ee+5hxowZTJw4EaPRiMFgoHnz5vz444+V1pI7mtFo5IEHHqCwsJC33nqLUaNGkZiYSGRkJOXl5Rw+fJiysjJ++eUXoqOjcbvdfPXVVzXWc2hoKM8880ylqfqEEEIIIYQQ4u9owIABfPjhh3z66afExsbW+dwOHToAkJSURNOmTencuTMArVq1YsuWLXTt2hWAyy+/XN83ZswYXnjhBcaNG8enn35K37599dHKw4YN495779VncWvTpg0DBgyoMrsZwKZNmygqKmLMmDGEhIQQGxvL3Llz+eOPPxg6dChWq5XQ0NAqI7KNRiPBwcGYzWaio6P1Du1QMVraf01KKYqKivjPf/5DTk4OZWVlpKSkkJmZyZ49eygtLWX8+PF6kFgpxYYNG9iyZQuPP/44ISEhBAcH065dOxYvXkzv3r1xOp38+eefdOvWjbZt2+JwOKpcl9Vq5YorrqC8vLzKPoPBcMIjzJVSrFy5ksLCQi677DI0TcNoNDJq1Cjuu+8+bDYbVquVBQsW4PP5Kk0n7vV6efvtt1mxYgXvvPNOnWZpO9LVV1+tdyIfNWoUc+fOZcyYMRiNRhYuXMi2bdtwuVzs27ePTZs26e9DunTpQu/evTEYDPz5558cOHCAd955h6ioKH00e0pKCtu2bWP69OkkJibSoEED5s2bxw8//ICmaeTk5HDLLbcQGRlJdHQ0b7/9NgBOp5PPP/+c66+/Xu/Ef/XVV/Pmm29y/fXXY7VaWbduHQ0bNqR58+bHfL9QnbKyMr755hsKCwv1e9uyZUumTZum1+3jjz/Oyy+/zLvvvovb7a7UuV/TNMxmc5VZ/IQQQpx5EhgXQghxxsXExPDUU0/hcrmoV69epX3t2rXj+eefJykpqdqgrKZphIeH89Zbb/HOO+/w/fffk5eXR0BAACNGjGDUqFFER0cTFRVFREREpYagpmnEx8fra3PNnz+fXbt2UVRUhMVi4YILLqBbt27Y7fZK51x00UV8++23zJs3j0WLFpGWlkZJSQlBQUG0bduW8847j169elXbi/xoTZo04ZNPPuHXX39l/fr1HD58mOLiYmJjYxk8eDAjRoygXbt2+vToUNHg/te//sXw4cPZsmULeXl5eDwe4uPjsVgsGAwGRo0apV9bSkqKPr3dpEmTGDRoEAsXLiQ9PZ3mzZtXKk94eDjvvvsua9asYefOnRQVFeH1eisFtK+//no6d+7Meeedp5/nf5mxfPly1q5dy4EDBygqKiI8PJzLLruMa665hvPPP79SQ9FsNvPAAw8wYMAANm7cSE5ODh6Ph/DwcL03d5cuXXj++edJTk6u9FJF0zSCgoJ4/vnnGTBgAJ999hmbNm2iuLgYk8lE69atadeuHdHR0UDFC58j6/nQoUOV6nn48OG0b9++Uj0LIYQQQgghxN9RQEAA48eP54knnuDmm2/Wt/vbbEeuMX7kTGEGg0Ffmksphd1u178HsFgsuFwuPS3/VN5QMQK2rKwMn89Hfn4+33zzjd7Z2uv1EhERoZ8bERFR4wxgJSUlmM1mvZ1tNBoJCQmptL52XRiNRiIiIvRrSE1N5eGHH+bBBx+kU6dO5Obmcsstt+D1eikqKsJms1Vp4xcXF5OTk8MjjzyitzsLCwtp0qQJbdq0Yfr06SxYsIBPP/0Uu93OzJkzSU5OrlQOp9PJd999R05OTpUymkwmYmNjCQ4OrvP1+Xw+Pv30U3r16qV3gtA0jR49ejBnzhxWrlyJ1Wrllltu4b333iMoKEi/73PmzOG9997jlVdeoXnz5ic0avnoz0FwcDClpaV4PB6mTp2Kz+dj0qRJBAUF8fTTT+uBYP/Mc/76LC4uJiAgAJvNppdD0zTKysr0z4M/6O//PJSUlGCz2fR3K2azWe/Q4HK5KCws5N1332XBggX6ttDQUOx2O6+88goff/wxL7zwAjk5Odx3331cffXVta4DpRRlZWWUlpbq65ofea7JZKJ9+/asWLECl8tFWFgYpaWluN1urFYrHo+HwsLCKjMmCCGEOPMkMC6EEOKMi4iIYNy4cdXua968eZXg7dH8Da4HH3yQiRMn6utVG41GveFy33331XhucHAwI0aMYPjw4bjdbjweD2azGZPJVGMwPj4+njvvvJM77rgDl8ulr19tMBgqNfKOx263069fP/r164fP59PXwvaXv6Z0rFYrXbp0qRScPpLZbKZfv3707dtXfzlx5PrfI0aMqLE+goKC6NmzJz179qz2mEGDBjFo0KBKZbNYLFxyySVccskl+nRtXq+3Up1Udx1ms5n27dvXOIV5mzZtaNOmTY1ltdls9OnTh8suuwyPx6P30vbfO3+eNpuNvn370rdv3zrVsxBCCPFP5n+ml5eX4/V6CQoKqjHQceQ55eXllJeXY7Va9RfdQgghTq4ePXrQtGlT5syZo48Sttvt+Hw+srKyiIqKIiUlhUOHDtUpXX9Q3efz8fvvv3PddddhMpn4448/aNq0KVarlc6dO1NcXMwTTzyB1WrF5/Phdrv1wO+xfu8nJSVRXFzM1q1badeuHYcPHyYlJYU77rjjuGUzmUx4vd5Ko6KPzi8rKwufz8ell15KWFgY69atIz8/H6h4v5CXl8emTZto164dSik8Hg8NGzakcePGPPnkk7Rt2xZN03C5XHpA9qKLLqJXr14UFRVx7bXXsmTJkiqBcYvFQq9evSqtge1nMBj0KbbrKi0tjd9//53/+7//q3SdSimaNm1Ky5YtKSoq4q677mLAgAE4HA68Xi/vvfceb731Fq+88gqdOnU64Wexz+fjt99+Y+DAgQD8/vvvtGzZEp/Px549e7j++utp2bIlWVlZbN68mUaNGunnHpln48aNKS4uZvPmzfpa3263m7i4ODRNY+PGjfTq1Yu8vDzWr1/PbbfdRoMGDSguLmbXrl106NCB9PR0duzYAYDD4aBdu3a0a9eO0aNH658N/3uIxMREnnjiCbxeL6+++ioffPABgwYNqvUa63a7nRtuuKHSNqfTidFoxGg06jPUNWnSBKvVSqtWrVBKsWbNGnr06MHGjRspKyurNMhACCHE34MExoUQQpxxx2ok1LYB4T/OHxQ9kTJomobVaq11Q8l/js1mq3N+R6cD6A2sEzn3ZJfvRHuS+/+tbR0eL7/alMN/nRaL5Zij9P9KPQshhBD/RJs2bWLy5Mns3LkTj8fDJ598Qtu2bWs8XinF77//zjPPPENKSgqJiYk89NBD+tSvQgghTh6bzcbdd99N//799WBkTEwMvXv3ZsKECbRt27ZSsBqqtq+O7sB85PdGo5GCggK98/m2bduYMWMGFouF2267jYceeohx48YRExNDaWkpUVFRTJo0qdp8jpSUlMSoUaO49957adu2LSkpKfTs2ZMuXboc99yGDRtiMpm49957adSoEXfddVeV45s2bUpCQgJjxowhISGB8vJyAgMDAWjWrBm33nor9957L23atMHn89GhQwduuukmJkyYwOTJk0lKSsJsNlNYWMitt94KwNtvv01gYKA+grhbt25VymaxWPQp6GtLKcWcOXPYsGED6enpvPPOO/zxxx/cc889hIeHo5Ri0aJFxMXF0b59+0rXumvXLmbMmIHD4SAtLY3w8HDGjh0LwOrVq3n44Yc577zz+Pzzz/n8888JCQnhrrvuqvOodZPJxIEDB7j33nspKSlhz549vPrqq/r04i+++CK///47paWlx0y7QYMG3H333TzyyCN65/emTZsyfvx4JkyYwNNPP82CBQtIS0ujQYMG9OvXj6CgIEaNGsWECRPo2LEjTqdTHzFuMBh48MEHeeyxx9i0aRNhYWEUFxfTrl07hg4dypQpU1BKYTQa2bRpEyNHjqz2fcHvv//O119/zcqVK7FYLDzyyCMMHTqUTp06VTn2448/5vfffycwMJC0tDRyc3N56aWX9BkBxo0bx6RJk2jTpg2bN2/mtttuIyEhoU71LYQQ4tTTlL8boBBCCCGEEEIIIcR/rV+/nk8//ZSQkBBeeeUV5s2bp681W5309HQGDBhA69atueaaa/juu+9YunQp3377LU2bNj2NJRdCiHPTrl27KC8vp1WrVmiahtfrZcWKFQB07dpVn5p648aNeDweWrRowfbt22nbti2BgYGsW7eOmJgY4uPjUUqxceNGwsLCaNCgAVDRISooKIjExETWrVtHZGQkRUVFZGZm0rRpU+Lj4/Vp2EtLS9m+fTt5eXkEBwfTsGFDoqKi2LdvH8XFxTXO/AXg8XjYuXMnBw8eJDIykhYtWmCxWPQRt4mJifqyWEdSSpGens7OnTsxGAx0796djRs3Ur9+fX2acaWUPircarWSnJzMli1b6NChgz6aes+ePaSlpREQEEBycjKhoaEopTh48CC7d+9GKUV0dDRJSUkA7Nmzh8OHD2MwGGjWrBmxsbEnpcOX/3ozMzP1bUajkR49ehAQEIBSis2bN2MwGGjZsmWlPN1uNzt37iQjI4Pw8HCaN2+O1WpF0zQyMjJYs2ZNpbxsNhvdunWr0nHe5/Nx4403MmLECC6//PIq+9asWUN8fDxZWVnk5eWRnJysX7/b7Wbr1q3k5uaSlJSkT5OflJRESkoKPp9PnwFQKYVSin379rFv3z5sNhvNmjUjIiICpRR79uwhNTWV4OBgWrVqpc8443a72bZtG7m5uTRr1ozDhw8TGxtLvXr1UEpRUFDA9u3bKS4uJiwsjKSkJIKDg0lPT2f//v04nU7q169PUlJStYMo9u3bx9atWytta9u2LfXr169ybGFhIbt27SIvLw+Hw6F/dvz3xev1smvXLtLT04mLi6NZs2YnNHBDCCHEqSWBcSGEEEIIIYQQQlThf12wbds2Bg4cyGeffVZjYFwpxfvvv8+//vUvlixZQnx8PDk5OfTt25frrruOCRMmyKhxIYQQ4m/mWIFxIYQQ4lwkXZaEEEIIIYQQQghRRV0C2UopNm3aRLNmzYiLiwMgLCyMDh06sH79epRS+ihDIYQQQvw9KKUwm80YDAZ5RgshhPhbOVUdqyUwLoQQQgghhBBCiL/EP3VtRESE/gLDYDAQHh7Ozp078Xq9GAwG9u7dy9KlS8nLyyMoKAiDwXCGSy6EEEL8szVo0IDt27dz4MCBM10UIYQQ/3BKKerVq8fAgQNPWR4SGBdCCCGEEEIIIc4xXq8XqAhOn64pzC0WC/n5+fr3SimcTicmk0kvQ0JCAkOHDuX999+nf//+hISEnJayCSGEEEIIIYT4eysvL+fTTz89pXlIYFyIf6gjp0c6XS/KjjUlk6w3KIQQQlR1pp7X/imPjyTPaiHOLt988w2//PILw4YNo02bNtjt9lP6c2wwGEhMTGTDhg2Ul5djt9txuVzs2bOHZs2aYTQaATCbzQQHB2O32wkKCpLAuBBCCCGEEEL8DeWVuChyevTvzQaNmBAbhlPYrrRYLHrb8VSRwLgQZ4BSipycHPbv309BQQEdO3bUXwi5XC7WrFlDSUlJpXOSk5NJSEjQz925cydGo5HmzZsTHByMpmm43W7S0tI4fPgwPp+Pxo0bExcXV+0LMLfbzaxZsxgyZAjNmjU7Ldft8XiYNm0aAwYMoF27dnz00UdYrVauuuqq05J/TQoLC1m9ejU+nw+oePHfoUMHwsPD9WOUUuTn57N+/XqaN2+ur5t4NK/XS2pqKgcOHCAqKoomTZpgMsmvWiGEOBv5fD6ys7NJS0ujuLiYjh07EhQUBIDT6eTPP/+kvLy80jmtWrUiLi4OpRSZmZns2rULs9lMixYtCAwMRNM0XC4X+/fvJyMjA4CkpCRiYmKqfV47nU5efPFFRo4cScOGDU/5NUNF79ypU6dy3XXX0bRpU9566y3i4+Pp16/fGQ2O5+XlsXbtWr2zgNFopEOHDoSGhurHKKXIzs5m06ZNtGnThqioqGrT8nq97Nmzh8OHDxMbG0vjxo1PecNLiNPN5/Px/vvv89Zbb9GlSxeuvfZa+vTpQ0xMTK1HkSul8Hq9eL1e/f9ut1sfAV5UVMTmzZtp164dAQEBXHTRRbz88sssXLiQAQMGsHz5ctauXctdd90lnWuEEEIIIYQQ4izyzcaDLNmeyf6cUkLsZprGBPLMkDZYTGd3206iNUKcASUlJTz55JMUFxezaNEivvrqK7p27QpUBKx//vlnMjMzgYqg7WeffcacOXOoX78+GzZs4L777qNBgwb4fD4KCwt55ZVXSEhI4Oeff+bZZ58lKSkJgO3bt/Poo4/Sv3//Ki+ifD4fv/76KxdddNFpu26v18vy5cvp2LEj7dq1Izg4GIvFctryr0lKSgo33XQTgwcPxmKxYDAYaNCgQaXAuMfj4dlnn+U///kPr776KjfeeGOVdHw+H5988gmzZ8+mRYsW7Ny5k6uuuorbb79dguNCCHEWKioq4pFHHqG8vJyff/6ZhQsX0q5dO6AiYP3TTz/pUwbn5OQwf/58vvzyS2JjY1mxYgUPP/wwSUlJOJ1O3G43r7zyCjExMfzwww/MmDGDZs2a4Xa72bVrF1OmTKFnz55Vntder5dffvmF/v37n7br9ng8LF26lH79+tG0aVNCQ0MJDAw8bfnXZNOmTdxyyy0MHjwYs9mMxWKhUaNGlQLjTqeTJ554gg8//JAPP/yQwYMHV0nH5/Px9ttvM3fuXJKTk9m+fTujRo1i1KhRstaxOKcMGjSI5s2b8+WXX/L5559z1113ERMTw6BBgxg2bBjt27cnICDgmAHrlJQUbrvtNrKysjh06BA33XQTkZGRvPbaa7Rt25atW7dy+eWX8/vvv5OcnEynTp248cYbueeee5g8eTJ5eXkMGjTotLY5hBBCCCGEEEKcOKUUXp9iYNs4zm8cwUs/7qRzw3B6t4jG4/NhUhoaZ+/MghKpEaIahYWF7Nu3j0aNGrF7927MZjNNmzbFbDaflB/2gIAAXnjhBcrLy+nRo0elfQ6Hg4cffhio+AX01Vdf8eeff9KtWzeUUsyaNYvOnTvzzDPP4PP5uPfee5k9ezZPP/00bdq04cMPPyQ6OhqA119/nRkzZtCrVy+sVmuty+f1etm6dSv169cnKyuL0tJSmjZtitVqZe/evRQVFdGkSROCgoLQNA2lFIcPH+bAgQPY7XaaNGmiB7y9Xi+7d++mpKSE+Pj4SlPCtm7dWh+d5fV6OXDgAFlZWWiaRsOGDQkLC0PTNA4fPkxRURHh4eHs3buXsLAwGjZseFJHdtWrV4+nn36akJCQKi/FlVL88MMPpKWl6QGR6mRnZ/Piiy8yZcoU+vTpw5o1axg9ejT9+/fXOysIIYQ4efLy8khPTycxMZHdu3djs9n0mTpOxvM6KCiIl156ifz8fC677LJK+4KDg3nyySeBiufEnDlz2L59O506dcLr9TJjxgx69+7Nww8/jNvtZuzYsbz33ns88MADdO7cmY8++ojo6GiUUrzwwgvMmjWLbt261anDmMfjYcuWLTRs2JBDhw7hdDpp1qwZJpOJPXv26M9vh8OBpmn4fD4OHTrEwYMHCQwMJCkpCbPZrKe1a9cuysvLiYmJqZRPhw4dsNvt+nHp6elkZ2djNBpp1KgRISEhaJrGgQMHKC8vJzg4mNTUVCIiIkhMTDypweZGjRrx7LPP6qPvj6SUYt68eZSUlJCcnFzjEi4HDhzgtdde49VXX6Vbt24sX76cCRMm0KdPH+Lj409aWYU400wmEy1atOCRRx7hjjvu4JdffmHu3Ll89NFHvPvuu3Tu3JmRI0fSt29f4uPj0TStys9VeHg4N954I06nU99mNpv19kbDhg2ZNm2a/nvDYrEwadIk+vbty969e6lfvz7dunXDZrOdvgsXQgghhBBCCHFClFJkFzvZn1PKoq0ZbDlQwJ7sEvZml/Dn3lyu6ZxAbLCNRlEObOazc+Y9CYwLUY0tW7Zw++23c9lll1FcXMzWrVvp168fDz30UJVgrNfrJTc3V5+G+0iaphEWFqa/dPYzGAwEBgbi9XqPWQ6v18vHH3/MgAEDiIiIwOv1kpaWRs+ePfUgfcuWLfnkk08oKyur9CJbKYXD4cDlctX5+ktLS7nrrrto27atnmd8fDydO3dm7dq1pKenExwczOzZswkICGDevHm88sorJCYmUlBQQP369Zk6dSpWq5WZM2eycOFCkpOTMRqN+kh4pRSzZ8/G4XDw2GOPsXPnTv2coqIi8vLymDVrFsnJyXzzzTd8+OGHtG7dmrKyMjZu3MgjjzzCkCFDqry8c7lc5OXlVXtdRqOR8PDwKi/oNU0jIyODG264AYvFwmWXXcaoUaNwOBwopdi/fz+vv/46kydP5vHHH6+x3nbu3ElZWRkXXHABBoOBtm3bEhQUxNq1ayUwLoQQp8Cff/7JQw89RO/evSksLGTz5s0MHz6ccePGVXk+eDwecnNzqw2WGgwGwsLCqszu4X9eFxcXH7McLpeLTz75hCuvvJLg4GBKSko4dOgQI0eOxGw2YzKZSE5OZunSpYwfP77Schx/5XldVFTE6NGjufDCCykvL2fv3r0kJyfTrFkzNm/ezL59+6hfvz4vv/wyVquVuXPn8tZbb9GoUSOys7Np3rw5Tz/9NEajkWeffZaff/6Zpk2bYjQa9WepUooZM2bQokULxo0bx4YNG3jllVewWCwUFBRQWlrKyy+/TMOGDfn4449ZtGgRzZo1o6SkhM2bN/PMM8/Qp0+fKmV3Op36aPujmUwmwsLCqn1ep6amMnLkSGw2GwMHDmTkyJHY7XaUUqSkpDBnzhyee+457rrrrhrrbevWrZhMJtq1a4fBYKBTp06YzWY2bdokgXFxTjIYDISHh3PFFVcwcOBANmzYwNNPP80333zDsmXLqF+/PkOGDGHs2LE0b9680s9eREQEN998c41pR0dHV9lvs9m4+OKL6dmzJ3D2jiIQQgghhBBCiH+i0AALJqOBXkrRIDyA+esPkBQVSLcmETSLCSQ0wILFdPbOuCeBcSFqkJ+fz9VXX83555/PqlWrGDduHLfddhuRkZGVjissLOTuu++moKCgShoOh4OpU6eecFB09+7drF+/ngcffBBN0zCZTLRq1Yply5YxZMgQvF4vS5cuJSsrC4/Ho5/nD+a++eabjBo1qkpgvja8Xi/16tXj/vvvJysri759+5KQkMCsWbMoKChg0KBBbNmyhQYNGvDMM8/wzDPP0LdvXwoLC7nhhhv46aefSE5O5sMPP2TOnDm0adOG9evXs3Dhwkrl9AcomjRpwrPPPkteXh5FRUX8+9//5tNPP+WJJ55AKUVeXh73338/9evXZ86cObz33nsMHDiwysi6lJQUHnrooWo7KiQkJDBt2jSCg4MrbW/YsCEfffQR9evXZ9++fTz88MOUl5dz77334nK5mD59OgMGDKBly5bHrLO8vDwCAgL0+jabzYSEhJCdnV3n+hdCCHF8SikKCgq4/vrradOmDT/99BNPPPEEN998s74WuF9WVhb33HNPtUHukJAQpk2bRv369U+oHNu2bWPXrl1Mnz4dTdOw2+00a9aMn376id69e1NWVsby5cvJycmp8rz2B3MnTpxY5+e1UgqPx0NSUhJjx44lPT2dyy67jKSkJF5++WUyMzMZPHgwu3btIigoiGnTpvHSSy/Ro0cPcnJyuPbaa1mxYgWhoaHMnz+fjz/+mKZNm/LHH3/w1VdfVcrH/7xu06YNU6ZM0Z/XM2bMYMGCBdx9990opSgqKuLRRx8lOjqaV155hTlz5tCrV68qHQs3btzIU089VW1HhSZNmvDcc8/hcDgqbU9OTubjjz8mPj6enTt38vDDD+P1ehk9ejTl5eU8//zzDB8+nMaNGx+z3jIzMwkNDdU7Qtjtdux2uzyvxTnL/zN88OBBvv/+ez766CPWrFlDo0aN6N+/P9nZ2Xz00Ud88803fPLJJ3Tu3Fk/93hB7WPtl4C4EEIIIYQQQpxdNE3DbNQIC7AQHxqA0aCxPMVCYmQATaKDiAuxYzCc3W09CYwLUYO4uDhat26NwWCgcePG+nreRwfGg4ODefnll6sNxBoMhkrrXtaFUooFCxbQrFkzWrVqpU9Zfv/99/Poo4/qI6T8X/4XT0opDhw4wPjx47nwwgu58cYbT2gKU6PRyIUXXojFYiE0NJTIyEjOP/98rFYrwcHBhIWFkZeXh8fjIT8/n3379vHhhx/q17169WoMBgPR0dE0a9YMg8FAcnIyTZo0qTa/devW8dhjjxEaGkpQUBApKSmVghqtW7cmPj4eo9FIixYtePvtt3E6nVUC402bNuWtt96qNg+TyVTtGqnh4eFccMEFAMTHxzNmzBjeffddbr/9dhYvXszu3buZOHEieXl5uN1uiouLKS0trVTv/vSPnAXAH7CQ9cWFEOLUiY+Pp2XLlvrz2u12U1JSUiUwHh0dzWuvvVbj8zosLOyE8vf5fHz++ed06tRJf8YZDAYeffRRHnvsMUaMGIHNZiMkJISSkhL9mayUYt++fYwbN47Bgwdz9dVXn1AQyf+8NpvNREREEBkZyXnnnYfZbCY8PJygoCB9yvmysjJ27tzJ/v37UUqhaRrr1q0jJiaGBg0akJSUhMFgoFWrViQmJlab3x9//MHkyZOJjIwkMDCQ1NRUDh06pO9v27YtsbGxaJpGixYt+P7773G73VUC423btuXtt9+uNg+z2axP3X6k6Ohoffrm+Ph4brjhBubNm8dNN93EF198QX5+Ppdeeqn+90lxcTFlZWXYbLZKdWs2m6t0UPB6vfK8FuccpRSlpaWsXbuWTz75hG+++Ya8vDw6derEjBkz6NevH3Fxcfh8PjZu3MioUaOYO3dupcC4EEIIIYQQQoh/pj/2ZLM8JRuLycDWg0VkF7l4sF9zLBIYF+LcZDQa9Ze4/pep1b1MLywsZNy4cTWOGH/++edrDAYfS2FhIfPmzeP222/X1+TTNI2EhATefPNN8vPzMRqNvP322xgMBmw2m77W9/jx42nSpAlPPvlktS+Wa+vIF8SaplUayeYP1PtfNufm5lJeXg7AxRdfTOfOnfF4PDidTv3ls8fjoaysrEo+Pp+P9957j4suuoiHHnoIk8nE448/Tm5ubqWy+O+DwWCoNHrtSCkpKTzwwAM1jhifPn06ISEhx71un8+ndzLIz8/n9ttv118aZmVlYTabGT16tF4GTdOIi4ujvLyc/Px8HA4HxcXF5OTk0LBhw2PmJ4QQ4sQZjUY92Ox/NlX3DMjIyODuu++uccT4jBkzTmjEeG5uLt9++y2TJk3SO2tpmkaTJk147733yM/Px2w2M3PmTCIjI7FarfrMLnfeeSfnn38+Dz74IFartc55+/M68nl95N8v/v3+57VSipycHD2v/v37061bNw4ePEh5ebnemcvj8ejP9CN5PB7eeusthgwZwu23347RaOSee+6p9Dyu7fN648aNPPnkk9Xua9q0KVOnTq0yYvxoRqOx0vM6IyODMWPG4PV62bFjBzNmzEDTNEaOHFnped2gQQNycnIoKSnBbreTm5tLUVFRjZ0BhDhbrVq1ikceeYQ1a9YQHBzMwIEDufbaa+nYsSMOh6PSz2r79u3p2rWrzJwghBBCCCGEEAKAqzvW56qO/3tXdnaHw/9HAuNC/EWhoaHMmTOnxv3VTYvqH71RVFSEz+ejpKSEoqIiHA6H/hJ51apVFBYW0rt370qjnHJycsjOziYyMpINGzYwf/58nn/+ecxmMxkZGdxxxx3ExMRw//334/P5KCoqIjAw8JRNZdi0aVPatm1LeHg4V155JUajkUOHDhEbGwtUrLs6b948+vbty+LFi9m3b1+16QQEBJCenk5OTg579+7lhx9+4LzzzqtzeVq0aFFp+tcjHR3c99u1axdKKcLDw0lLS+Ptt9/msssuIyAggNtuu41bb70VgLKyMoYNG8bw4cMZNWoUAJs3b6a4uJiuXbvSrFkzmjRpwjvvvMPo0aNZsGABgYGBdOzYsc7XIYQQ4uSKi4vTZzapTm2e18XFxVWe17/88gsGg4EePXpUOi8zM5P8/HzCw8NZuXIlS5cu5dVXX8VoNJKens5tt91Gy5YtGTduHG63G6/XWylQdbK1bduWJk2aEBsbS//+/TEYDBw4cIAGDRoQFxdHTk4OCxcupEePHsybN6/SKHA//zTx+/fvJzc3l23btrFs2TIGDhxY5/J06tSJefPmVbuvpuf1jh07MBqNhIWFsWfPHj788EOGDRuG2Wxm4sSJTJgwAYDi4mIGDRrExIkTueKKKwBYv349Xq+Xzp0707p1a+Li4vjggw8YMWIEH330EXFxcbRq1arO1yHE39m2bdsoKytjypQpDBo0iISEBIxGY7W/ZwwGA2PGjMHtdp+BkgohhBBCCCGE+LvRNO2cCYYfSQLjQlTDZrPRoEED/aWR0WgkMTGxyrTdUPHLoa6jvFwuF1OmTGHt2rVYLBaeeeYZ6tWrx6xZs4iOjkYpxcqVK7nyyiuJiYmpdG5OTg7Tpk0jIyOD0NBQnnrqKbp164amaaxZs4Zdu3aRn5/PLbfcAkBsbCyvvfbacUddHclgMNCgQQN9tLnBYCAhIYGAgAD9muvXr4/D4SAoKIiZM2fy6quvMnbsWDRNIzo6mnvvvZcWLVro65l+8cUXXHjhhfTu3Vt/8R8VFYXdbsdgMHDHHXcwadIkbr31Vlq0aMFVV12lv5gLDQ3VA+3wv/tz9LSs/rLW9X7s3r2buXPnkpOTg9FopG/fvtx+++36KDz/SDylFA0aNCAiIkLftmTJElJTU+natSt2u51p06Yxbdo0br31VsLCwnjxxRcJDw+vU3mEEELUjsPhoEGDBvr3ZrOZhg0bVjsl9ok8r8vLy3n00UfZunUrFouFJ554gvj4eF577TWCg4P1jmzDhw+vMhV7ZmYm06dPJycnh4iICKZOnUqHDh2AiunI09LScLlcekerxMREXn755TqV0f/3if+co5/f/plm7HY74eHhzJo1i9dee40vv/wSo9FIbGwsDz74II0aNWLq1Km89tprfPjhh/To0YOLL75YTycmJoawsDCMRiMTJkxg8uTJ3HrrrbRp04ahQ4fqy5SEhYVVmhkmICCA+vXr1xiEq+v92LZtG1988QV5eXmYTCaGDx/OrbfeWuV57fF4aNiwob6OuM/n49tvv8XlctG5c2eCgoKYMWMGM2bMYPHixURFRTFz5swq0+8Lcba78sorufLKKwkODq5Vp5sT6ZQqhBBCCCGEEEKcTTRV3fyFQvzDeb1e3G43VqtVn4LUv571iazXfTR/ekdO9ep/Ye8fgeZyuTAYDJWmJPWf6x9ZZjQaMZvN+n6Px4PL5aqUl6ZpVdbWhIqX/cOGDePRRx/V19c+unxmsxmj0Vjt9y6XC5PJpH/vrzNAfzntrzuXy4XP58NisejTtBoMBtxud6UpYP3XdWQg2mw24/V68Xq9WCwWNE2rcn9Oxv1wuVx4vV4MBkON99lfD0e+fHe5XCil9Jf7/nXFPR5PlfsjhBDi5Dr6eeDz+XC5XCf1+VDd89r/XPXvNxqNtX5e+58TR4/KrOl5XVJSwtChQ3nuuedo3759teXzP7dq8/yu7fPa7XZjNpuP+bw2m836VOn+dbuVUnpHwpP9vPb5fHretXleH3nd/mv2l+3I5/WR9SDEuUIpRWpqKnv27KFLly56BxY/l8vFqlWrCAsLo2XLlqf986+U4u233+aqq66q0rFICCGEEEIIIcQ/U1lZGe+88w533HHHKWunyohxIapR3fqc/nW+T4bjpXesUW2aplU7ch2oFLA9meWr7vsjy3f0SK2j0zry2CPr9ejrqO11HX1//qrajiKs7r4dXWb/9K/VTQErhBDi5Dr6eWAwGE7787qm/TU9r0/mc6I2z+ujvz+Vz+ujr+lkP69rO8q8uuuW57X4p1FKMXPmTFauXMmiRYuqPea1116jqKiIzz///KT+7hRCCCGEEEIIIf6uzpnAuFKK8vJyGekhRC25XC6aN2+O1WqlvLz8TBdHCFEL/lGZJ6MDzJkiz2sh6sbtdtOiRQvMZrM8r4U4S/wdntdKKbZv386ll15a7TIBFouFAQMG8Nxzz+F0OiUwLoQQQgghhBDiH+HsfbN+lNLSUqZMmUJCQsKZLooQZ43ExER+//13fv/99zNdFCFELWRnZ3PxxRfTs2fPM12UE1ZWVsaUKVOoX7/+mS6KEGeNpKQkli1bxrJly850UYQQtZCTk8NFF13ExRdffEbLUVxcTFRUVI2d0SIjIykpKam0XIQQQgghhBBCCHEuO2cC41AR5Bs7duyZLoYQQghxSmzcuJGsrKwzXYy/LCEhgdtvv/1MF0MIIYQ4JTZt2kRGRsYZLYOmacTExLBlyxa8Xm+V0etKKTZt2kRYWNhZPRONEEIIIYQQQghRF+dcC1jTNJmeVQghhPgb8z+r5XkthBDiXPR3eL5pmkbfvn158skn6d+/PwMHDtSnS3e73axYsYLZs2czePBg7Hb7GS6tEEIIIYQQQghxepxzgXEhhBBCCCGEEOKfTNM0hg4dyvz587n11lu58MILad26NUajkZSUFJYtW0a9evW46667ZMS4EKeBUqra7X+HjjTin0UphU8B/O8zqWkaBvksCiGEEOIfQlrAQgghhBBCCCHEOSYiIoK3336bmTNnsmDBAn799VeUUoSHh3PFFVfwwAMPkJSUdKaLKcQ/wsGCcv7Yna1/r2kavZpHExpgOYOlEv9ExU4Pj321mZwSJ0qBxWTgyg7xXNE+/kwXTQghhBDitJDAuBBCCCGEEEIIcY7RNI24uDimTp3KQw89RF5eHj6fj9DQUMLDwzGbzWe6iEKcMhmF5eSWuPTvLUYDjSIdGAxnZlSs0+0lo9DJ7qxi9ueU0qtFNB5f9aPIj0VGnou/KsBi4uH+zZm//gBZRU5u7t6IELs8D4QQQgjxzyGBcSGEEEIIIYQQ4hxlNBqJjIwkMjLyTBdFiNPml51Z/LQ9kx0ZRYQ7LLSIDebxgS2wGoxnpDyNIh3ceXESi7ZmsGpvLrf3PLHZGtxexc87M3F6fPq2ZjFBNIsJOllFFX9THq+PMre30rYAiwljHTt7aBqYDBpF5R6KnR58SuGwmlBKndUdLKTTiBBCCCFqSwLjQgghhBBCCCHEOcjpdLJ792727t1LSUlJlf02m41+/fphsch0zuLccnXH+lzYJJJ/fbuNLo3CuaZzAhaT4YyWqaDMzb7sEnJLXBSWewi21f2VnNen2J1Vwup9uZS4vHRODCPCYQEJjJ902cVOCkrd+vcmo0ZCeMAZW4t7XVo+MxftpMztxenxEuGw8uyVrUmMcNTqfKUULq+PA3ll7M8ppczlxe1V7MoopsTpITHCQYDFeNYGkhXw/h+pZBSW69uaxwYxWKaIF0IIIcRRJDAuhBBCCCGEEEKcQ5RSZGZm8tBDD7FgwQKcTme1x8XGxtKjRw8JjB+H1+erNEIXwGYynrFpuUXNlFKUub0cyCsjPa8Ml9dHRmE5mw8U0CjSQWiABYN2ekaR+kewlrq8HMwv42B+GcXlHorL3WzYn0/9cDuxITbs5toHI21mA2N6NCbAbORwYTl392qKST6Hp8SPWzNYsj2TPVnFhNjNJMcG8dSgVljNdZt1wOtTOD2VR3pbTcY6j/TukBDK7Bs6MW/9AbYdKuSR/i1wWGv/Wrew3MO2g4UUlLnYdqiI/bmllLo8rEvL43ChnZxiF01jAokJtp2VwXENaBIdSESghX8v3cV1FySSEB5wposlhBBCiL8hCYwLIYQQQgghhBDnmNdff5158+Zxyy23cMkllxAcHFwl2GGxWAgMDDxDJTx7rNufz4zFO3G6vTg9PsICLDxzZWsa1nKkpp9SiqMn+9WQqX5PFqUU2cUudhwuJLvYRZnLQ5nLS0GZmz2ZxRSUuakXYqdpTCAm4+mp86wiJ9sPF7E/p5TVqbkcLignq9jJV+vS6dE0iqggKy3rBRMRaD1uWkop3F7F3uxi9ueWklfiYuvBQprGBNYpuA4V03IfLizHd8T002EBFoJssta03/DzEhjSIZ5J87fQo1kkA1rHcSI/qjszipjyzVbyS93YLUasJgNPXN6SFnHBtU7D3+Fjf24pOUVO8kpcpOWWkhjhwGGt3b03aIAGHp9iT1YxGYXlOD0+dmYUYzEaaBAecFb/LtI0jW5JERSUuZnz+z66No6gUWTdfkf7ye9qIcS5IrfERbHziNlPDAZiQ2xnbPYTIf4uJDAuhBBCCCGEEEKcQ3w+Hz///DMjR47k+eefx2yWYNdf0S4hlNev68jS7Zms2Z/H/X2STyiAuGJPLh+t2q8HXQyaRv/WsfRvE3fyC/0PpBRkFJZT7vaxJjWP9Wl5HCooJzWnlD1ZJVx/QSLZxU7qh9sJMp6eadUtJgMWowGLyUCEw0KJs2Jd53CHBZNRw2oyYK5FWZRS5BS72JNdQmGZG69P4QOyisr/Ow12AHEh9lrPYlBQ5ubZhdsoLHOzN6eEZjFB3HBBIr1axPzFKz77KaXwKcgvdbE/t5SCMhf7skrYn1tKbIgNq8lQpwBp0+hAXr22A499tZn+rWO5qFkUgXUY6e1TikP5ZezJKsHp8eFT4PPBwfwy8kpcNI4OJC7k+KO8A60mOiSEcjC/jGCbmZ+2Z5Jf6mJw+3hiQ2wkhAXUOsj+d+O/ZxmF5ezOLKbE5WXLgQJsZiMxwbY6zxLxw5bDfLvpMF6lMGoaQTYTjwxoUaf75i9Xdc7GOhYC5DN9Nvp20yF+3JZBWm4pwXYzTaMDmTKkNVZT3WY/OVm8PoXHV3kWJrPRIIF6cdpJYFwIIYQQQgghhDjHmM1mkpKSMJmk2f9XGQ0aXp8is8hJibNiSuQTmb26eWwQt13UmMVbM8gqdjKySwIxQbaTXNp/Lk2DZjFBhDssBNlM9GgSyRdr00mKDuS8huHEh9qJC7XVObh14uXRCLGb6ZAYSmSgheggK2tS8wDo0TSKBhEB1A8LwFyL0euFZR62HCygxOnlt93Z7Mwooszl5QeDRpOoQMrdXowGrdbTYIc7LLx6bUcO5pfxyFeb+M8NnWoVoP8ncHl87MgoIrvIicenUArK3V5SMoo4kFdGk5hAooOstarnioCtIq/ETYnTQ06xC6fbR6CtYt/x0lBKkVviIiWjmAP5ZaxPy+dgfhlZxU4Wb82ga1IEHp/CZjYQ7jj2rAOapmExGWgY6SA62MaGtHzcPh/tE0IJDTDrx5xtlFKUuLzsziwmu8iJ2+sDVbGEwbaDhWQVOWkSHVin9dM7NggjKsjK5K+38nC/5oQ7LNhMdf/5+GNPDpsPFOjfB9vMXN2pfq1+5oX4O9qXU8LirRn69wZN46qO9Ql3yJI8f1fXnt+AoZ3q8/i8zVzUNJKBbeud0N+wJ8vq1Fxe+jEFl8eH2+sjxG7m2SvbyNIX4rSTFrIQQgghhBBCCHEOMRgMXHbZZfzxxx+UlZVht9vPyoDHmaaUwuNV7M8tJS23tGK0b7mbDWn5NIx0EB9qx2jQah0gCw0wYzJqFS8klaJeiJ1wh6VWATJxfBWBP424EBvhDgspGUVomkaAxUib+BDCAy2nfTpkTdOwGA00jg4kJMDMloOF2C0m2tQPIdxhqXVZTEaNCIcVl7cc239HmXuMCpupYjR6aIDlhEZ/ZRaV60sEmI2Gf/xnUamKn/fMQicr9+Sw5VAh+3IqRounZBYzpEM8KRlFBNlMBFiO/UrV5fFxqKBibfnCMjcen6LU5WFjej7hDgv1wwOIDLQed61xq8lAsN1MRmE5NnPF/TYZNGzminXKQwLMWGp57zVNQylFgMVIdIgNpXFWB8WhYmr4bQcLySt18c2Gg2QXuziQX8Zna9JJjg3ikuRo3F4f7RJCax2Qjgqy6lOphzssJMcGnVDZLEYDDouJrzccpGlMRQeds7OWhahgMhgItJrYeqiQ1JxSBrSJO6NBVlEz/+h+p9vH7qxiCkrdFc+3onKig2wYODPP+/YJobwysgPLdmSyIb2Ae3o1JSRAZrYSp58ExoUQQgghhBBCiHPM8OHDWbJkCffffz833ngj9erVw2CoPOLNaDQSExNTZbuo4FOwI6OI9NxSSlweSp0enB4f2UVOnB4fZS4vzWKDjhvo8E/zezC/jL3ZJRSUuSl1edmUXkD98AASIwIwGc7ewNTfjaZVTFHePC6YiEALjaMCiQisfRD6VJRHAyIDrTSKcpBT6qxTUBwgwGKkZXww8WF2gm0mlIL8Mjd9W8fSJDqIqCBrraeL9ilFQamb1JwS9maVUOr0sn5/Pg0iAqgXav/HfxZtZiMWk4Gk6IrPjdenSAiz0yIuGLPRgMNqqtWUr6k5JaTmlJKeV8qnq9M4mF/OwfwyAiwmhnWuT0GZm7b1Q4kMqnmkt6ZpBFpNtK0fQlyojUZRDpbvzMZsNDCoXT0SwgOIDLJgrMP9cnp8fL3hIH/szqao3MP7K1JpnxBK2/qhtU7j78Rk0IgNsVHu8dIxMYwyl5dDheWc3yiceqF2bOaK9XRNtYjeKaXw+BQZheXsPFyEy+NjV2YxJqOB+P+mVZefjY6JYTSMcPDHnhyaxwbTt3XscTtCCPF3Vj/MzrDzEvhkVRpKwdBO9Wv1syVOP5+C9LyKjp1lLi8KhdPtY+uBQg47ymkcHUiwzXTan/dWkxGzw4BPVcy+FBpgkd+L4oyQwLgQQgghhBBCCHEO0TSNZcuW8dtvv7Fo0SI++OADrNaqwZeYmBiWL19OWFjYGSjl35tSiuwiJ1mF5ezLKWX++gMUOz36dMjXXdAAi9FAVJCViMCaA1tKKcpcXlIyi9mXXUJmUTlZRU4Ky92kZBaRXewkv9RF0+hAgu3mWo8+r84/OZh5tIMF5WQXOSl1eUnPK2X74SKaxQSdsZev/ntmNRnQ/tuVoi6js/3B9dAAM63iQ1i5NxeX10ereiGE2M21Xlvc4/ORml3xotzl8VVMFY6i2OkhJaNiKuqmMUEEnYGX5X8HmqZRP6xiJod6ITYO5pexbn8+9ULtdGgQRv1wO+G1fIkfEWglu9hJbLCNm7s14tM1aXRpGE7DSAfBNjNhARYCbcd/LatpGiajRmywjfAAC5sPFBAWYKFt/RAsdVzv3M/j9dEmPvS//1d4fdX/Tjkb+O9ZZKCF+FA7+7JLCLAYSYoKpEODUGJDahfQVkpRUOZmd2Yx+3JKySwsp9ztZU9WMVlFTprGBNIkOpDoYNtxO0YopXB6fOzNLiGjoByXx0dGYTnr91fMNlLbqfhPNv/U/kcyaLWb9UQIpRTlHh/7sko4XFBOTrGTnYeLaBwViM1c0cFSPkt/D0op0nJL2Z1VzMo9uew4XMju/963vdklXN42jjK3l3YJoThO0/Iy/nJ5leJAXhnp/52dJTWnhAbhAbWegUmIk0UC40IIIYQQQgghxDmmefPmjB8//pjHBAUFVRswP5rP58Pn82E01m6NVv/xBoPhrB6NHuow0zgqEJPRQMOIADYdKGD74SKGdqpPsN1Mg/AAgm3Hn/6xzO0lv9RFel4Zy1OyyCp24vL4cLp9dGwQRrjDQpHTQ7C9dlNJlrm9LNqSUbGW7n91aBBKk+gTm+73XLRqbw4/78jCp2DLwUIOF5bzUN/mGA11n278ZDhYUM7vu7LZdqiQXZnFfLE2nd4tYggNqNu6rCVOL49+tYk9WcW4vD4mfLKeKzvEM6RDfK3O948Uzy9z88GKVEqcHg7kl/Hq0l1cmhxNu4RQ9mWX0KZ+yIlc5jnBP/1+xYhxK5Y16dQLtdM2IQRjHYKIYQFmOiaGcSi/nNScEqzGiimIE8ICaBTlICKwbiO93V5FqdtLiN2CxaRR6vJiMmp1SgMqOmeM6NKgTuf83WlaxdTyjSIdFSP+jQaSY4NoGOmo9f1SCvZll5BX6mZ3VjGr9+WSW+Lil5RsAq0mooKs7M4sITTAgs1c8+8RpRRur2LH4SLS80px/3cd3TKXl4yCckpdXgzxwUQG1j447vb6KHZ6Km0LspowGev2fF2TmscrP+3C4/XhVQqHxcRTg1vJ2r7imPyz3mQVlbM3q4RipwefUqj/zoRTUOamYaSDmGAbtVytQJwGZmPFsiuJ4QEE2UwUOz00iAigeUwwxv8ux3E6+woqVdEJb3dmMTnFLjy+ik5Ze7JKyC91kxTlqHUHUXF2+rt17JXAuBBCCCGEEEIIcY7p0qULXbp0+UtpKKXYvn0777//PocPH6ZTp05cf/31BAcHV/sSQynF1q1bmTt3Lunp6cTExDBs2DA6dux41gXIK6bjNtIgIoDwQAu7MovZdqgQo0EjPsxOUlQgAZbjdxTQNE1fo1bTNJrFBPL77hzySl0MbBOH2WigYaSDeiG1Xwfe61NkFTnJKXHy/ebDXN2pPmUu7wldZ3Uvqc6Fl5JD2sdzRfv/BYvP9BU53V4yi5xEBFbMMJBV5MRzAqN07RYjD/dvjveI+xZSi84ZfkE2E9HBNrw+xfDOCeSXuvh87QGu69KAYLuZAIuRuFB7nct1rvH/DIQEmP97zyyY6vg7zP87JDEiAIfVhNlkIMRupm1CCHZz7ToZHWlDej4vLt5JuduL2+vj7o/X8cyQ1iRGOOpcrr8TpRRpeaWUOP/3O8xhNZIQFlDnsu7LKaXE6UHTIKfEycH8MuLDahf01TRIig7EYCihU2IYreKCeWXpLq47vwFBNhMhdguNIh1YTcf/HOzPLSG7yMlvu7JZuz+fzMJyUjKK2XiggJu6NWRnRjEBFlOtR2ruyixmyjdbySxyEmwzYTMbeeLylrSIC67V+X6t6gXz1KCWfLXuAHuyS5jYpxkxwbY6pSH+mQ4XlrPjv+uK/747m8wiJ/mlbj5bk06fljGUu734fIr60snib0HTNOqF2giymQi2mcgpdrExPZ+EsABa1AumQXgA8WH2Ok2Dr/7bGaJyPrV7pviD4pvSC9hxuOh/n6EyN5+uTqNvyxhKXR5ax4fUucPguebvFjw+mVJzSnl/RSrgv0aNm7o1PGOdsyQwLoQQQgghhBBCnIMqXmIpnE4nLpcLi8WC3W6vGP3j86Fp2jED1nv37mXEiBGEhISQnJzMiy++yObNm5k1a1a1I8337NnD0KFDCQ0NpV27dqxcuZJPP/2U+fPn065du1N5qaeMpmnYzUYaRjgItJkJsZtJCA/AVofAlqZpxATbcFhNpGQU6yN0gu1mmsUEERpQ+8AmQKDVxOgejdiXU8KmAwXc3jPphNb4VEqxcm8uWUVOfVtkoIULGkfU6QXc3/Elnn/q8b+LRpEO7rw46S+nYzRo1PsLgWuz0UCLuGAiHBZSc0sx5GhYjBVrMMeF2mkY4ajzOsrnKqUUGmAx/W/qe6j751rTNCIcFsIdFhIjHScUFAfo2CCMt24673/pApZaBGnPBvPWHWRNah67MotplxBC89hgxl/apE5p+BR88ud+9ueWEhVk5eM/0+iUGMatFzau1fn+9dxb1Qsh479BQKj4mWkUGUiDiABMtZzqNyEsgDKXl4uTo+neJJKv1h6gaUwgbeuHEmg10SS6omNVbSXHBPHmqM488uUmhrSvxwVJkVjrMFrcP4V6sdNLXqkbpcDt8ZFb7CLQaibMYa7TbAjinyfUbiYkwExIqZkWccFYTSUYDWW0iA3CbjYSbDfX+W8ZcWppmkaQzUSb+qEcyCvDoGkE28x0aFDxe8h/TG3tyChi+g87cHp8mAwaRoPGQ/2a0zSmdrMVuTw+vD5FsP1/nyHTfz9DVrMRn6/imH86BSxPyaKw7H+zhMSH2umYePYvexViN9O9SQRvLd/LJc2jSYqqWOf+TJHAuBBCCCGEEEIIcY5RSnHw4EFmz57NokWLyMjIYMKECdxzzz2UlpYyc+ZMGjduzMiRI2sMjs+dOxeLxcKnn35KTEwMP/zwA6NHj2bMmDF07NixyvG///47Pp+Pjz/+mAYNGpCZmUn//v1ZunTpWRsYB1ifls+MRTspc3txebyMn7uWZ65sQ8M6jNT0B11a1gvmjz05FetDxwfjsJzYWs5lLi+7MoopKveQUVBOvTD7CQWC0/NKWZ+Wz++7chjYNo5yd91HbSjggxWpHC4o17clxwZVGrF9tipzeTmYX1ZpW71QO/Y6BLXg7zPSR9M0jBrEhtgID7Tg8fqwmg20rR9KeKDluGsn/5P8tD2TNal5rNqbR3peGXuyS7i5WyM9UF5bZS4vB/JLKXF5yS52sier5IQ+Q0aDhv0MLQVwqo27pAkb0vOZuXgnz1/d9oTWvDVo8GC/5pW21fXT7P/5iAuxYTZq2MwVU7I3jqr9lOyapmExGWhRL5iYYBt7s0swGipmD0iKDiQ+1F6r2UYqp1nxOSoodXMgrxxUxbbaUEpR4vSSkllEbokLn68iSK6AnBIXBWVuwhwWmkYHEliH2SfEP4d/eYmKjh0VAXCfT+H2+v6fvTsPj6q6/wf+Pnf2PfuesIR9h4K7LCoKCqiIuIFaW8S1ta6trbu2X60/raKi4gbUpYJKkUWraN2toAgKyh4Ssu+Zfbn3/P4YMhITMCEhE5L363l82tyZOZw7c+aeO+dzzudgRG4CshMs6Jtqh4F51LucxmtadqIFSXYjcpOtsJsO776zV5INt585GA++8yOmjcjCsGwnMl2tm6jXmD1pdK9EFNf6kGQzQtUkwpqGkbkJyHBZkJtogT2OQdIuQwKF1T6UNQSwclMJJg9Oh64zc94fQYk2IyYOSMPbm0owONOJE/LbNhG3o7G1ERF1c5qUqPOG0CxTnwASrcZu08ESEREdzQ7WXxv0CpzmwxvAoJ5LSol9+/bhkksuwc6dO3Hsscdi3759qK+vBwCYTCbs3r0bn332GWbOnAmLpfnAVjgcxueff45TTz0VaWlpEELgxBNPRFJSEr755huMHj26WbtMTk6GTqdDJBKBqqqIRKKrHVJTU4/8SR9Bo3IT8NxlY5scO9Qeswfz+a5qLP2iAKX1AQTCGm5+fROmjcjCtJFZrS5D1STKGwIoqIruyaiqEj+WueEORtA7uW0r2QHgvDE5GJLpRFGNH9ed0g/GNu5ZC0SDT/3S7EiyGvHkhzsx5/heyOsm6VT31frw93e3YXu5G+lOM1wWA246fSAGZhz9+7kbdQp6JdtgNerhshoOa2LFwbIFAG2bDCClRDCiQTugvMZgYrxkJVgQUrXYfutWgw6HsyNEUa0PD7+7DWFVw9ubSrB6cyluPmMgBrRylV131rh3cVGND9tK3fAEIthcVIcBGQ6k2JtnJTmUjs4SYTfpYTHqkby/HlLKNgXH9UIg1WGC3ayH3axH7xQb+qXZIdD678aBezvvrPDs32s8jC0l9eiXZo/ux9uK8qo8QVR7Qthd6cE7W8pQ5wvDE4ygxhvC+b/KgSaBRGuo1YFxKSUCYRUHfvsb9zOm7kkIAb2C/e1Ojy0lDdEJIBlOpLvMUFqZUps634+lDSis8aHSHcT3xfWwGXU4Pj+lzWPBZoOC3CQr9IoCvSLQK9nWpsl0QgjYjDr0T3fAYTbg26I66BWBful25CRYW52WvbsTAphzXC9UuoP4fGc1Zo/N7Rb3nFJG95QvrvWj2hPCznI3+qbYkO40Q4lTXIKBcSKibi6iSnxXXI+w2nTQQhHAsX2TD2s2NhEREXWsiCrxfXEDQmrTFHLJNiNG5SXEp1J0VHvxxRdRWlqKFStW4Fe/+hWmTp0ae0yn0+Hkk0/Gww8/jFAo1GJgPBgMoq6uDtnZ2bGBKqvVisTERJSXl7f4b06YMAFTpkzBxRdfjEGDBmHnzp0YM2YMpk2bFnuOx+NBeXk5amtrO/iMjxy9ToG+Awb8h2W7cOPpA5scS7a1fi9FVZPYVenB3iovqj0h1PlDCKkayur98IciqPeFMSzHBVsbViN6ghHsrPDAHQhjV4UH/dIcbV71JYTA8X2TUe0N4cXPC3Bsn2Tkp7Zt3+Ouql+aHQvn/Ap/enMzzhuTg3F9krpUivbD5QlG8PKXe1HtDaGo1ocnP9yJUwalYUROQpvLWvFtMYpqflpVn5Nowbmj25YtQJPAvau2Yk+lFzXeEFxWA07MT8bvTxvQ5vp0lEEZDgzqgMHo/ml2PD33V02OdYc21F5SSgTDGgqqvSiu88fuf7whFVtLGtAn1Y4slxm6VqYv70hfFdTgsx1V2Ffjw6JPdiPJZsScY3u1eZV/rS8MdyAMvSLgD6sorQ8g02Vu9efv3X99Lm8IoNoTQiAcTYW+o9yNWm8IuclW9E2x/2IWA5fFAKtRh6wEC84emY1t5Q0oqPbhjKEZcO5/zGVp/WpxdzCCW5dtQllDAKoG2M16nP+rHMwck9PqMujoE8s44jSjT6oN9f4wMhPMDGZ2cXtrfPh6by36ptoRjGj4rrgex/ZNhq4NPVF0MoyGgioP6nwhFNf6sbfKi+xEKwy61l+jGycwZbrMyE2yoCEQRk6CNW6BUWD/tlM/O9aWCUwdTZUSFQ1BbC9zIxjRsK3MDZtJjwyXudXbeXQ1UkqEVA3by9wobwgiokoEIhp+KG2AOxhB3xRbXPp6RkOIiIiIiIiIuhFN0/DJJ59g9uzZGDt2bLOBBiEEsrOz4Xa7oWm/vJ9fawYqpJSoq6tDSUkJFEVBIBCAoigoLy9HVVUVXK7oqsv6+np89913Bw2ud2cui6FNwYefa/CHUVzrhycYwbKv98EbiqC0PoDX1hdh0sA0WIx6FFZ7MTjTechypJQIqxIV7ujK83p/GJoEimv9CIQ19E6xIsFibNXqncaVvqX1ARRWexEMq9hSXA+jLrqvulF/9O9XHYqo8AQjqPYEIduQwrgr0ykC2YlWpDvNGLK/vdgPc8J0qsOE8voAVn9Xil+f2Aepjrat9AWik7ZvnzoIIVXDda9sxJ3Th8Q960BHtduutt99VxFSNWwurkODP4KCai+KanxwB8LYWtIAu1mPiCrhCUQwKNPR6e+fy2xAnxQbbpwcnZhhOsxsAWu/L8X7W8sRUqPXyI2FtbjvnGGtzoSwr9aPKk8IpfUBvPFNMfbV+lDnC8Nm0uO8MTkQQiDRYkS6y3zQMoQQSLAaMKZXIvbV+lBU40elJ4AqTwh5SVbkJlmRk2iBqQ371dtNejw0ayTe2liMGm8IV5zYG6bDyKJCR58qTxA/lDZgV4UHJfV+fLazCqPzEuO24KYx4HZgZFOvU9q8GlrK6IKien84dizBasCwLNdRfw9z+pB0nD4k/bBfH1Y17Kv1o6TWD18oAikbJ2p6UeEOIjcpei/R2vdc1SQiqgaLQQedEAipGoxCidtWLjXeEP629kcEIyo0TUKnCFwwLg8n9kvp1HpIKWOTVWu8IUT2TxYLRaIB5YqGAPLT7HBZDEddm/QGVWwra0CNN4SwGs0OFFE1BCMaCqt9CIRVDEh3HFY2rvZgYJyIiIiIiIiomwkGg3C5Dj6gV19fD4vFctDHTSYTEhISUFJSAk3ToCgKfD4famtrkZ7efIBNSokXXngBJSUlWLVqFZKSktDQ0IBLL70Ujz32GP7xj39AURRkZWXh7LPPRnV1dYeeb09gN+uRk2iBThGYP6Evar0hLP5iL66dFE2BnmQ3Iivhl/d7jGaUqkOtN7qasd4XRjiiocYbgjsQQZ0vhF4pNvRNOfSqbykl6v3RQJY3GIntW+sPqdhe7kZJXQDDsl1H7Z6Rjee3rcyNBn8ERTV+/FjagPw0O0xHecDfYtBh2ojMdpcjhMCJ+SnIcJrxTWEdzhmdfVgrrYQQsJn0iPjDCKsaTDoFFgbaujVFCOj2t5NdFR7s3j9JZ9O+uuiK1GQb9Lr4TCoYmOHokNS1Fx2ThwvH5cX+jn43Wv/67EQLvMEIBKy4blI/LP6iACf1S0G//fs5p7nMSGxF1hEhBMwGHfJT7XCaDdhSUg+TXsHQLGdsIktbvrOKEHCY9bAYdTAGlWhK96P4etjoYFtD8Nx+UtEQwPtboxMbU+wmrPuxAv3THXELjFd5Qrjtjc3whSJwByJwWQy44qQ+OG1w2wPB3+ytxcaiOmwsrMPEganol2rHsCzXEah152pv+y2s9mFPlRc13iC+2lOD4no/vtxTjZ2VHhzTOwmeQAQ6JToZsjU27K3BY+/vgCcYQSAcvV984NzhyI3TZDiH2YArTuqNsvoAnvxwJ+6aPhQ5iZ1fF00CO8o9qPIE8eWuatT7w6j2BPHf7RXom2rHyJwEbC93Y0xeIvRtzOwUb1WeIGp9YRTV+vH6hiKU1vtR2hCA1aDDhePyIASQ7jQzME5EREREREREh08IgYEDB+Kjjz7Cdddd1yRVupQSoVAIq1atwoABA2A2tzyQpdfrcdxxx2H16tWorq5GcnIy/ve//6GmpgajRo2CEALhcBgNDQ1ISEiAEAJ1dXXQ6/UwmUyQUsJgMMBkMjVJmy6EOOS+xB2puw1yG3QK+qXZkeEyY3uZG/W+MAQAs17BgAwH0l1m6MQvpyIMRlQ0+COQUuI/W8uxo9yNcncQS77Yi9wkC84bk4Nabwgy2XbIII6qSeyp8sITjGDVphJUeoIorvVj2ddFGJjhwCmD0rGnyoMhWa42r96KJyklIppESZ0fBVVe+EPq/lX2GvbV+uAJRtA31YZkmymu6T/boyO/A0KIJmlI21q2lBJSAhX791H270+lbTXpkWo3cd/RbkqvCAzJcmFnhRunDU5HcZ0fb20sxkXj8mDUK8hLtsYta0BHtTdFiHblzbeb9BiRm4DyhgD2VHohEM2ukGA1oG+aHUlWY5szWKQ6TOiTYkOtL4yUwwiKAz/tfV7rDaHSHUAwoh31k4WAaGDq8XU7UFzngyajH93ovETMOa5XvKvWbrsrvVj40S5oUsYmL10zMR99U+1tKmdwphN3zxh6ZCp5GJJsRjx8/ggU1fjxf2t/wD8uGAXnYWbmueyE3jiu3I2/v7MNd0wbAv1R2r93NJ0i9l97BCxGHfSKgFkfnbymKCL6Xxu++6NyE7DgotE/HRBoVzal9jLqFQzJdMFpNsBuMmBIlhP6w0kR0k6Ne3ALRLOUWFQNiiJgMehg3L+dk6pFr71Hm6wEC+p8IaiaxJUn98WrXxXihPxk9E6xwWbSI9NlRoq99VtLdRQGxomIiIiIiIi6ESEELrroIlx00UX405/+hPnz5yMcDsPv92PHjh14/vnnsWrVKjz11FMwmVpOeyyEwMUXX4xly5Zh9uzZGDp0KN59911MnToVw4YNAwBs3boVV1xxBZYtW4Y+ffpgypQpePXVV3Huuedi2LBh2LZtGzZs2ICnnnoqLgPmn+2swu4q70/nBGDykAxkHCLtbFcnhIDdpMewbBfq/GHoddHgUprT1Or32GrSY0C6A0U1PswcnY2S/QGpqybkw6BTkGw3onfKoYPi0coAZr0OOkVgTK9E+EMqyhuCOLZPMrISLFAE2rz6o6tMZthb7UVBlQ/7an14fcM+lNT5UVznh9UY3UvXF1IxMjcBSW3YI767kjKa8tobjMAfUmFtwx73Ukp4gxEUVPtQ0RBAWI1mHfAEI9hSXI90lxm9k21tKpOODtFVzAqGZLngtPhQ3hAAAFiMOgzOciJ5/3erJ3/uQggYdALZCRbYjHqY9ApcFgOG5yTAbGh7ILqoxof/bq/EtjI3Cqq9eOV/hThreGarVp03klLCF1JRUOVFeX0Abn8E3++rR356NMVvvNIhdwRFAFOGZcATCOOBNT/gmon90D+9bYHjjuYJhOEPq7G/dYpAotXY5s8+zWnCRcfk4okPdmLykHQMynAi7TC2vehq30dFRFf8NvgbEAhHU0+3ZVuAA0U0ieIaP+r9YRTX+pCbZANj40BukhV6RWBvtQ8uiwG7KrwYlZuI/DQ7HGY9+qTYkNyGoKZJr4PJ3rUywmhSosYTQiCsIhBSYTN1/n7XOkVgaLYTRTV+mPQ6+MMRfFNYh2P7JCPNaUKqw4xeydE93Y82Bp3A0GwXku3RLZwMOgVWkx4ZLgv6pFiR6jDFpe9gYJyIiIiIiIioGxFC4OSTT8Zf/vIX3HfffVi6dCl8Ph82b96MRYsWIRwO45prrsHZZ599yIGf/Px8vPzyy1i8eDFKSkpw9dVX4/LLL4+tMrdYLBg0aBBMpmhQdtKkSfjnP/+Jt956C/v27UPv3r1x7bXX4vTTT4/LYKoqo3sjrtpUihG5LvRKskHiKFxq0QK9TqBXshU2kx4uqwESrV+YqAiBrAQzUh0mlNX7Ue0NAUIgwWpE/3Q7EqxGKK1YpasTAgMyHLCaoiuIAmENVqMOvZKtyEywoG+qDVkuS5tWVX+0vRLvbS2PnY/NpMfvT+3fqWlahYimBK10B5HhNOPXJ/TGsq+LMLZ3Evqk2OAw65HqMMJxlKaI7yhyf+r8KncQO8o98IVU/FDSgEGZ0bS6rfnOh1QN3xc3wB0Io7Q+AH9YhT+koqjWF1sZ5Q1EMLpX4lE5GEyHJoSAAoncxOhe13pd9JrCoHhTQgi4rAYk2ozolWw7rKA4AGiIbqWRn2pHfqodEVVrU48YUTUU1fhQXOdHIBzdJxYAan0hbCqsQ5rThN4pNlgMnTuR5VBZaNpSDyEEBmU4EIxosBj0GJrlbNX2JEfSG98U4z9by1DREITVqEPfVDv+b+bwNu/p7jAbMCYvEcl2EwakOzCmV+IRqnHnaOx/6nwh7K3yobTej7CqYUtJA/KSrMhOtLQ6i4GUEv6wih3lHpTU+aFJiV0VXgQjGvqk2GHQ9exrkU4RyE60INFmxM4Kz/4sLkBukgW9k20wHsXZIhpXaRfW+LCjwg1vMILviusxMMOJRGt0FXtnnZsQAlajHgPS7ch0mbG1pAEC0W2URuYmRLes6MT6dKTGSV45iRbYTXqYDQqcZgNG5LjiOvGxZ9/FExEREREREXVDBoMB11xzDU466SSsXLkSW7duRSQSQa9evTBjxgyccMIJMBgOnbpQCIHhw4fj73//O6SUUH6WWrB///5YsmRJ7Lher8ekSZMwceJESCkh9qf1jteAx/j+KTiubxI2Ftbh+L7JOH1oRlz2q+1oNd4Q/vzW96gPhFFY7cWVSzfg0uN647Qhrd9TMzpIFV0J1LchsH/lphMOc+sCmo1l6ASQl2SFy2LAj6VuAECizYjReQmwtzI4eqB+aXYIATz0zjb8/tT+SLIZYTzM1V/tYTfpMTwnAdtKG6BTBIx6BQ6THkk2I3ITreiTauvRaVallAhGNOyt9qKkLoDA/hWNtb4Qvi2qQ+8UGzJdZii/8P2PPg5IAF/tqUGlJ4hqbwif7azGoEwHTnWao9eQTjovio9PdlRic3E9vMEIPtxWgUynGeMHpMa7Wl1GWNXgDoQR0aLfuzpfGHazHgZd266NvZKs+PWJvQ+7HjXeEHZXeRGKaPimsBY7KjwIhFV8trMKeck2RDQZ2/Kjs320vRIV7mDs73SHqc1tqDFIVlDlhTsQRlGND+lOM3RK/IJRlxyXhwvG5eLeVVtxcv8UnDY4/bD7Hm3/liAN/nDsHu1opUqJneUelNb5Edk/iUoCCEVU7KnyorwhEJtkc6jz1KREZUMQuyo9qPaE4A1FEFElGgJh7ChX4Q5EkJ9mR4LFcFS/X+0VDdrqMDDDAYdZjzSnGfmp9mia9aP0fZFSos4fxu5KL2q9IYTV6ASbBn8Em/fVISfRgrwkKwy6zg38CyHgMOsxMMMBs0FB/3QHXN2k/TVO8kqwGdEnNf7ZgBgYJyIiIiIiIuqGdDodRo8ejVGjRkHTNEgpodO1bRDiUIFtIQR0Ol2rn99ZGlePeYIR7KrwoN4fRmG1DwVVXuQkWjp9kKujuawG3DF9SJNVcgmWtqf0btzvPclmhMNsgL0dq7JdFgMGZjpgNujQP91+WEFxAMhJtCLFboLLYsDY3olIsrU91WtHEELAZtRhaJYL28obIISAXifQJ8WGXsm2o2rP9CMhoklsKa5HrS+MSncA5Q3R1d5FtT6YDToEIxr8IfUXA2R6RWBwphM7yt04Z3QWIqrEgg934oJxuUixm5BkM2JAur3Hv9/dXb0/DJ0iMG1kFmq8IVjbuBq2u9tZ4cF9q7ai3h/Gk//dCaNOwR3ThmBwprNN5XREv6cIASkBdyASTTsc0dAQiCAUUX/5xUdQvT+MH8sa8MmOKpwzKhvmNkyoOvCeYc/+FPFSAkW1fliNDei9P1NIPO4bdELAF1FR7wuh1huC7jDqIKVEZH/Av8Ybwt7q6Kr/TJelVdlhuiJvUEVJnR/uQARrvy+DJxhGWX0Ar2/Yh3G9k9AvzY59Nb5Y9omDCUU07Khwwx9S8fbmEuyo8KDKHcQzH+9Gr2QrZo3Jwa4KD0bnJaKnJy3ZW+3Dki8KsLPSi3e+L8Pm4jpcfkIf5CVZ4121w+INqfh+Xz2qvSG8830pPMEISusDeH1DEY7pnYSIKhEMaxiS1bbrbEcQQsBu1sNq0sNm6j5byTReawUQm/Qaz0k6XSIwLqVEJBIBEJ1h/vM3Q0oJVVUhpWzxcSIiIjryGvvrxkHwg/XXANo86E5EREQdS9M0aJrW7HhjX92oO/bZqiaxtzq6P3QookHKaPrY3ZVeVDQE0TfVhlRH6/fk7mr0ioLsDkjvKqXEl7ur8X1JA8rqA3h7cwlSHSYc3ze5ze/NJzuqUO0NwhOM4KPtlajKCmFc76TDqpMnGIEvpKLOFz6svVQ7ihACpv17ICfbjOiX7ojuvR6X2nQtoYgGdyACKSX+t6cGOys8KKsPYM13ZchOsGDaiEzU+cLQJA4ZTGhcGTUiNyE6eaXaCwAw6BTkp9qQs39v06P1u0qtM31kVryr0KUNTHfghcvHNTlmbONq8Y6QYjdhWLYTuyu9OG1wOsx6Be5ABFOGZcBs0KHX/kwR8TBjZBYGZThQWO3D/PF92zyZZm+1D3urvXAHIoioGlQp4Q+p2FfrQ60vhF7JNuQlWzttH9zGAFJDIIJtpQ0IRSQqGoLYU+1FXpIV+lauYpdSoiEQnSRY4w1C0ySCERXbytxo8EfQO8Xa6anvO4J+fyYXg07B4EwH6n1hFNX4MSQzmgJbAK1KN2/SK8hwmbG32odzR2ejpM6PtzeXYN5J0Tak10Xvtzg3Kzopc/yA1CaZGJxH8ZYyRp0Cq0kHT1DB4Exn0zZkM0CniLhsmSOlhC+kIhTRENEkvMEI/CEVFuPRP2Gs2hPC57uqUFTrx6c7KlFc68OJ/VLiNgk27q23pqYGS5cuxVdffQVFUTBhwgRceOGFsNujs0pVVcX777+PZcuWIRQK4YwzzsB5550X29OMiIiIjryKigosWbIEX3/9NYxGI0499VTMmjULVmt0dmg4HMbatWuxYsUKaJqGadOmYcaMGTAa2756iYiIiNrvk08+weLFiw/5HJfLhfvvvx82m62TanXkSSlRXOdHQZUXXxXUxIJtYVXDdyX1GN8/FaGIBotRB4f50Knke4KSugDcgTAmDUrFrkoPQpHmkyl+iQRQVOtDeUMApw9NR403hLL6QJvL0TSJOn8IP5Q0IBCODtxbjdH9vH8pJfeRpIjoALy1GwxKdhSLUYd+aXbsrfbhrOGZKK0P4M2Nxbjy5L5QlGiqzH6p9lYFExr3nuyTaoPFqINJHw109E6xHXXBGmo7fsa/TFEEzEr8rz+KIpBiN8FhNmBPlTcaJBZAks2I/umOuK2qFkJA1SRK6wOo94VR3hBAVoKl1XUJqxLFtT4Ewxpe31CE8oYA9tX6sfiLAgzLcmH6yCzsq/UhM8EMk75zPoeIJlFY7UNxrR/BiApgf5r3/Wmf+6baWjVxrLQ+gB3lbniCEVR7QvCFVFR7QrAZ/QiGNdT6Qhia5USC9egat7EadRie7cKuSi9MegVVniC+KqjBsGwXzAYFuUlW5LZiJbMQAr1TbDDqdCis8cKgU2J9vtNiQO+Uo3siZUdKtBoxcWBavKvRYQw6geHZLuw1+2DSK6h0/9SGHGY9+qc7kGxv/eRMKSVK6vzwh3+agGw16pHpMrep/WgSuG/VVuyt9qLKE8Ltb32Pk/un4PpT+rf5HLsaf1jFrkoPjuubhIgmsbPCizG92j6JtqPENTAeCoVw++23Y+3atZgyZQpCoRDuvPNOFBYW4u6774YQAu+88w7mz5+Pk046CXa7Hbfddhtqampw7bXXNtvfjIiIiDpeIBDAH/7wB3z55Zc444wz4PF4cOutt6K8vBw333wzAOCtt97CH/7wB0yaNAl6vR6///3v4Xa7cfnll/NHBBERURxUVFTgyy+/bHbc7XajvLwcTqcTQ4cOjWVv60q2lTWgsMYX+9ts0OH4/GToWzkG0BjcTbGboAigoNqLTJcZmS4zzAYFmpSIqPIXSukZZo7JbncZAsDFx+Qd9usb96veWeFBpTsIfyg6qBgMq9haUo9EmxH90g4/PXt77Kz04P/9Zzt+LI22yQSrETdOHoAB6Y5OrUdXowiB7EQLku0m7Kv1ocIdhEA0YJ6fZkeqw9Smld5SSny1pwZ1vhACYQ2bi+sR0SRG5CQc0fMgorYRQsCkV9A/3Y40pwmqlBiS5YQ5TquOpZQIq9E04ftqfIhoEjvKPZASyExoXapwvSKQ7jSjqNaPC8blIqJKPP3RLlx8bB5SbCbo9j/e2nuQjjin3ZUeFNX4sa/Wh0p3EJXuIIx6Dww6gUEZTvhCKkblJsBpOfQEP1WL3u9UuUN469tiFNZ44QlGYDfpce7obFiMOmhH4e2QEAJOiwEjclwoawjAvScMAEh1mNAvzd6mSRp6RUFukgVJNgMqGqL71KfYTRiS5YRRf3RvvUMHF52Up6Bvqj36HfFEP3uTXmnV/vQteW19Eb4prMXeah8GZzoxNMuJ35/atoC2IoC7pg9p8r3sLtvJ5CRacMNpA+JdjZi4Bsbdbjfeffdd3HfffZg7dy40TcODDz6IlStX4pZbboHJZMJTTz2FqVOn4sknn4ROp8Njjz2GZ599FhdffDGSk5PjWX0iIqIeoaamBh988AEWLlyIs88+G6qq4i9/+QvWrFmD66+/HlJKPPnkk7jwwgvxf//3f1AUBffddx+eeuopzJo1Cw5Hzx44JCIiiofp06fjlFNOaXY8EAjgvffew8KFC3Hfffd1yX66qNaPDQW1+HJPNTKcZozMScCxfZKBVoxJCxHdB9qoV2AyKPCHrPiuuAED0h0YmO6AyxpdAZRg5WrxjhrsbW85Eoil4vYGI6j3hxGOaKjyRIOkETU6sD8qLwGGTt7kMyfBgpsmD0Dj+KQAkJ3Y/jT23YEQAmaDgvw0O0rr/dApAgMzHIe1uk4C+KE0mtL/5P4p2LN/FSAD40RdTyCsYemXBfi6sA6eYATPfrwbx+UnR/vpTiSlRL0/jJ0VHtR5Q1D3R5JCEQ3bytyo84eQn2r/xaC9ogj0TbMjyW5CQZUXVe4gFCFg1uuQ5jKhd7INiTZjp26jYdifKr/SHYyenz8czRyg12FAugOKaF2wLDPBDE8gOgHymgn5eOmLApzcLwX5aXboFYH81KP3fkgIAb1OIDvBgto0O2wmPQZnOmE2HF4w22rSI39/Of3T7bE9kKn7EkJAgUT/dDtqfSEY9QqGZDkPKygOAH+YPADby934x3vb8eQlYw6rDCEELMa4J/k+IrraJJO4vssGgwGpqanweDyIRCLQNA1erxepqakwGo2oqanB9u3bMW/ePBgMBgghcPrpp+ORRx7B3r17GRgnIiLqBGazGcnJybH+OhKJwOv1Ij09HXq9HkVFRSgqKsIdd9wBvT56azFlyhS89NJLKCoqwpAhQ+J8BkRERD2P2Ww+6BZkl156KYqKirBo0SIcd9xxXW7rk1MHpeGUQWl48J0fMSYvEacPSW/T6/U6BXlJViTbTfixtAEC0RUYvVKs6JVs457FXYyUQGB/6smtJQ34bFcVytwBvLlxHxxmAy45Ng+hiApVk2jFlqEdymKMptOkg4uoEkk2IxxmPWwmPcJq9HNqy3dMALj8hN5HrI5E1HEUBchJtCLN8dO+sK5fWLl8JAQjGrYUN8AXimD1d6XYWeFBcZ0fiz7djewEC6aNyEI4IjEiNwG/NKdKEQKJVgMcOa7ofYMA0l1mDM+OTsjqzHsGIQTykqwIRjQIAYzKTcDrG4owKMOJETkuWI06DMx0tmp7D50Q6J9uh9Wow95q3/77oejeyX1Soqv+O2vf9CNBSolQRIPVpIdRH80IpEkJ3WGc05Mf7MQ3hbXYXenFH9/8DoMznbhmYv4RqDV1Naomke4yw2aK3sdoEr94zfg5IQQEovcz0Sk64qj+bvUEcQ2MOxwOPPDAA7j99tuxZs0ahMNheL1ePProozAajaivr4eqqkhLS4t1QGlpaVBVFfX19QCiF8CqqipUV1d3yRRwRERER7uEhAQ88MADuOeee/D666/D5/NBVVU8/vjj0Ol0LfbXqampiEQiaGhoAPBTf11TU4NwOBzP0yEiIurxFEXB2LFjsXTpUvh8vi4XGBdCAFJCShkdZDrMFRc2ow6DM52wGHXIcFnQJ8XeqrSq1LkUAQzKcGBbmRvj+iRhRI4LCz7cid+e1BcOsx52sx4D0x0wcfVWl/Twf7bhm721qPYGMW/JBgzJcuLPZw5uUxn8ThIdPYw6BVOHZcS7GtApAga9gAgLHNM7CZkuMz7cVokpQzNg2T+LymRQ0NosxEII6BWgT4odVqMefVJsnR4Ub6RTBAakO5BgMWB3lReAgKIAmS4L+qTaYDW2LnV946rqvGQrXFYDTAYdXFYDRuUmHvbK6q6kyhPCbW9shicQRrk7iN8u2YDfnNQHpw1u24RKAJg+MgunDP5pD22bqXuu2qWmKj1B/PGNzfAEIqhwR+9jfntSH5xyGG1ISok6Xxj1vjBqvaE27VFOnS+u3/BwOIxNmzYhEonA6XQiHA6jsrIS3333HcaMaTndgJT751zsf0xKiR07dmD37t3w+/2dWn8iIqKeIBQKYdOmTQAAp9MJg8GAgoICbNmyBUOHDm3SJx8M+2siIqKuQUoJTdPw7bffQlG65qBodM9QDXW+MMKqFg2QH3Y6Qh0SrAZkuMzdZo++7kYIAZtJj+E5CSiq8WFXpQdAdN/XnEQLeqfY4rZ/Lf2y6yb1Q1jTYn8bOmkfXiKKj65yLdYr0f22t5W5AQARTcJi0CE3yQqdIpDmMKFvqr1NZTZuEWE2KNDFMbuMEAI6AWTsX8VqNijITrBgcJbzsCb4SQAWow4uix5ZCRbodQIS6NT08EdCks2Ih88fCYmfxqJsh5GGWgiB3im2jqwaHSWSbSY8fP6odrUhKSWkBMoaAthd6UFI1fBjWQMGZzqRZItOPu4q1036SVwD49u3b8eCBQvw4osvYuLEiZBSYvny5fjTn/6EKVOmwOVyQa/Xo6ysLPZDuLy8HHq9Hi6XC0C0UR1//PEYOXIklixZEs/TISIi6pY2bdqEF154Aa+99hqOOeYYaJqGF198Effffz9OPfXUWH9dXl4eC44frL8eNWoUFi9eHM/TISIi6hF27tyJ9evXNzseDAbxzTff4OWXX8bs2bNhtVrjULuDa0yLuaPCA7c/goIqL+p8YbishsNaPd74GsbEuzYhBAw6oG+qDXqdgF4R6JVixcAMJwRX+XdZQgg445BCmYhI7E8JPjLXhT1VPpTVRyfgG3UK8tPsyEqwtCtLTFfoddYX1GBraQPKGwL4dl8d9DoFM0ZmQd/GPM/bytx4YPUPKK7zY2+1D4s+0ePPZw3GoAznEap559ApIhZ4JDoc7W1DUkp4gtHfK5XuIEKR6ERBf0jFd/vqkekyIy/Z1i0yNHQ3cQ2M+/1+hEIh6HTR9CZCCCiKAr/fj3A4jNTUVAwaNAgrV67EmWeeCb1ejzVr1iApKQm9e/eOvYaIiIiOHJ/Ph0gk0qy/9vl8CIfDyMjIQF5eHlatWoWJEydCCIFVq1YhIyMDubm5sdcQERFR5/noo49w7bXXNjsuhIDT6cQZZ5yBP//5zzAYuk5QS5MSFQ0BFFT74AlEICHhC6nYvK8OmS4LeiVbYdS3fmBpb7UXtd4QajxB7KzwwKhX0C/VDru565wz/SS2hZ7DBIdZj+xEK4PiRER0UNFJVQr6pdlR0RCAXicwKNOBdKe57auqpcT2cg88wTDcgQi2ljYgqGronRy/lcSaBKQEpg7P3P/3getaWy8/1Y7/N3tkk2OJVgaUidorFNHwfXE9vEEVpXV+FNf54Q2q2FPlhdWoQ0SL/pYZkZvQ5n3L6ciKa2B84MCBGDVqFK644gqcdNJJCIfD+Pjjj3H66acjPT0der0e119/PX7zm9/g/PPPh91ux0cffYS77roLCQkJ8aw6ERFRjzFixAjk5+fjkksuwYknngifz4dPPvkE5557LlJTU6HX6/H73/8e1113Hfbt2wedTofPP/8cf//732GzMR0VERFRPEybNg1Dhgxpdlyn0yE5ORm5ubldKigupYym0a7wwB9SEVI1hFQNgbCKOl8YoYgGTzCCYdkuGPWtG1n6dGcVNhTUwmbSY31BLTYU1OKaSfnox8B4l+UPqajzhxHRJBr8YeiV6IpkhcFxIiJqQWPa8XSXGS6LASkO02FNqNIksGpzCfbV+pGXbMWqzaUYnZeA3sfHb0zj2D5JOLZPUrvLMeoVpDvNHVAjIjqQogjoFAEpJTYW1WFXpQeVniA++LECOYkWTHFZoNOJLpGBgpqKa2Dc4XDg+eefx+uvv47vvvsORqMRd9xxB2bNmgWzOXqxPuWUU7B06VK8+eabCAaDeOKJJ3DWWWdxxjAREVEnSUpKwtKlS/Gvf/0LP/zwAxISEnD//fdj5syZsQH1adOmwWq1YuXKldA0Dc888wzOOOMM9tdERERxkp6ejvT09HhXo9UkokFRTQKf767G13trUeEOYluZB98XN+CyE3ojEFYR0TQY0bo9jC8+Jg8XHZPX5BjvTLq2d7eU4V/ri+AJRnD7W98hwWLEQ7NGMF03ERG1SO5fRS2lhE4RgIyurG7r9iuKAG6cPKDJiux43zNwPIWoa9MrAgPSHfi+uB5Th2WguM6PlZtKcMWJfSAE4DDr0S/NDn6Vu564BsaFEMjMzMTvf/97aFo0/76iNE2LptPpMH78eJx88smQUjZ7nIiIiI4sIQRyc3Nx8803H7S/1uv1mDx5Mk499dQWHyciIqLOpWlarN9uLSFEbOuUziYA5KfZ4QupGN8/BSfmJ+OtjSXom2rDqJwEWIw6DMp0wGJoff2E4AqNo820EZmYMiyjyTGTvnUTIYiIqGf6f//Zjm8Ka1FU48OVS7/GkEwnbjp9QJvKaBy/4H0DEbWWEAIuiwHDsl34scwNUefffxxItpswMCP624Xjo11PXAPjwE+dzqF+fAsh2HiIiIjiqLX9dbwG04mIiKipjz76CC+++GKbXnPCCSfgqquuOkI1OjQhBPQK0DfVFkubrlOiKzEsJh3ykqxIsBo5NtDN6XUK9LydJCKiNph7XB7O/1VO7G9zGybRERG1R2NwfESOCxUNAQgAGS4zBmY4YdAxrtlVxT0wTkREREREREQdq7q6GuvWrUNZWRkcDgfS09OhKAoqKytRW1uLxMREZGZmNhmsycnJOUSJR17jwNLovAQU1vigCIEEqwGjchPgtBi4iouIiKib8IdUfL6rCqr2U/LywZlO5CZZ21SOEAIZLktHV4+IqNWEELAYdMhPs8NhNqB/uiPuQfFQRENEPSB7mABXrx+AgXEiIiIiIiKibkRKiaFDhyI7OxsXXXQRfv3rXyMtLQ1CCNTV1eGNN97A0qVL8fDDD+OYY46Jvc5oNMax1lFCCJgMOvRNtSPFYUJukhUui4GDOERERN1ISNWwqagONd4QPtpeianDM5G6v98nIjqaSClR3hBEhTsITUqU1vthNeqR5jDF7TfMyk3FWP71PtR4Q0i0GpFkM+Lvs0bCbmZIGGBgnIiIiIiIiKjbWbx4Mfr164f7778fZrM5djwlJQU33XQTvF4vnnvuOUycOBEmkymONW0urGpQNQmjXoGqSYRUDUadwuA4ERFRN+E06/GHyQNQXOdHYY0Pt54xEDqF/TwRHZ2WfFGAraUNUDWJ+1b9gKFZTtw4eUDc6jNtRBZO7p+K6175Bg/NGoEkmxE2E7eZaMTAOBEREREREVE3omka/ve//+Gss85qMeit1+tx7LHH4pVXXoHf7+9ygfHXvirE2u/LUOUJYv2eGvxnazkePG8E9wwlIiLqJoQQkFKioiEIf1hFIKzCZmKogoiOTjefMRDyp50hEO/5vEa9An9IhT+kosodRFYCt5w4EHsbIiIiIiIiom7GbDZj48aNCIVCTQLfUkpomoYNGzbAbDZDUZQ41rJlM8fk4MwRmbG/dULApO969SQi6qmCERXf7atvsj907xQb0p3mQ7yKKErujx6VNwRQUOWFP6RiW5kbQ7NdMOmZIYaIji5CCAgA6AKXLiklJIDiWj+2lTUgokkU1/ph0CsYlOGEQQdeY8HAOBEREREREVG3oigKzjnnHNx666244447cPnllyMzMxporq2txRtvvIEnnngCV1xxBazWrreXp82k56oxIqIuzB9S8fbmEtT5wvhqTw3GD0jFuaOzGRinXySlRFiV2FfrQ2G1D2FVgwRQ7Qnhu3116JfmQILVwMANEVEbSSmhahKFNT7srfYhsn/ymgRQ0RCEptWjf7oDVqOux19j+UuTiIiIiIiIqBsRQuDiiy/Gjz/+iKeffhrPPfccUlJSoNPpUF1dDa/Xi7POOgs33ngj9HoOCxARUdu4LAbcPX0oSur9+NMb3+H+c4ZBz/2hqRVCEQ1bShpQ4Q5gX40fdb4Q/CEVu6s8SAua4Qup6JdmR1aCpccHboiI2kIC2F3pRVGNDzXeECrcAfhDKvZWe2Ez6aFqEsGIhlG5CTD18C2q+AuYiIiIiIiIqJux2+148MEHMXPmTKxZswa7d++GpmnIzs7G6aefjgkTJnTJ1eJERNT1/TxgKVo4RtSSkKrBHQjDH1Lx8Y5KeIIR1HhD+O+2SpzULwVOiwH1/giyEuJdUyKio4uUQJ0/BAlgT5UXXxfWotYXwic7q+AwG3DeaDN8QRWBsMrAeLwrQEREREREREQdSwgBo9GIk08+GSeddBI0TYOUEjodU+cREVH7SSlR7QkhGNEQUjXoFMH+hX6R3aRHfpodWrkHc4/rhRpvCEu+3IvLT+gNnSKQYDWgT4ot3tUkIjrqCAEkWo1w+yMYnZeAoVlOLPhgJy45phdspuhvQJtZB3MPD4oDDIwTERERERERdUuapqGyshLff/89KioqMGTIEIwcORKqqqKiogIWiwUul4uBDCIiajUpJTQJ7Kv1YWe5B55gBN8X12NIpis28E50MEIIZCVYoFMEdlV4AG/0uE4RSHeZMSDdAZNeYTsiImojAaBPqg1GvYLCah9CqgaIaMC88RrbNyX6eE/HwDgRERERERFRNxOJRLB8+XLcd9992Lt3L/x+P+666y6MHDkSfr8f8+fPR25uLh577LGD7jMupYTH48GXX36J8vJyDBs2DMOGDTvkvuRSSpSWlmL9+vXweDzo378/Ro4cCZPJdKROlYiIOpGqSeyq9KK41oeIpgEAar1hfFdch8GZTrgsBgY16ZAUIZDhNMNq0KHGG4IAkJNoRf90OzMPEBEdJiEE9EIgL8mKRKsR3xbVAgD0OoGBGQ5kuiwQglufAAyMExEREREREXUrUkp8/PHHuOGGGzBx4kQ8+OCDuPfee2OP22w2jBw5Eu+//z4CgQDsdnuL5dTV1eGqq67C559/juTkZFRWVuKOO+7AvHnzoNM1T8EnpcQHH3yA3//+9wgEAkhMTITb7cayZcswfPjwI3a+RETUOVRNw/ZyN0rqAgiGVQQjGjRNIhhW0QCJ74vrMTTLhQQrg+N0aEIIOC0G5KfaYTfr0SfVBr2OqxiJiNpLCAGHWY/BmU4Y9Qr6pNiQlWBhv3wA9jZERERERERE3YiUEkuXLsWvfvUrLFq0CGeddRYSEhJijwshMHr0aFRUVCASiRy0nLfeegvr16/H66+/jg8++AC33HILHnroIezdu7fF55eVleEPf/gDxo4di3Xr1uG9997DO++8g759+3b0KRIRURy4AxGUNwTR4A/jmY9346XPC1BY48OT/92JzfvqEQhrKK7zx7uadBSQUkICcFoMMOoU6BQBKWW8q0VE1C0IIWAz6WEz6vavFGdQ/EAMjBMRERERERF1I1JK7NixAxMnTjzoanCbzYZwOHzQQWhN07B27VqcccYZOOaYY5CUlISLL74YRqMRX331VbPXSSnx4Ycfora2Fn/605+QnZ0Nh8OBXr16wWazdfg5EhFR53OYDchJtMBpMWDeyX1w6XG9kJtkxdUT8jE8O7rHeF6SNd7VpKNAjTeEW5Ztwt1vb8H2Cg9ueG0jPt1ZFe9qERF1CwVVXny6owp1/jC+2F2Fz3dVIaxq8a5Wl8FU6kRERERERETdjN1uR3V1NaSUzVYISCmxbds2JCcnH3S/cL/fj9LSUhx//PFQlOic+qSkJCQnJ7e4YlxKiS1btiAvLw/ffPMN7rnnHlgsFpxzzjmYMmUKDAZD7HlcEUZEdHTSKQJ9U6MTrgprfPCHVegUAYtRD6dFj6FZLjjMeq5Mo1/kMBsw7+S+0A64J8hwWeJYIyKi7mNPtRef76rGsX2S8dWeWtjNeozOTYCBW1YAYGCciIiIiIiIqFtRFAUnn3wyli5dissuuwwDBw6MPSalxJ49e7B48WKccMIJsFhaHoTWNA2qqsJkMsUCHEIImEwmhEKhFl/j8/mwa9cuPPvssxg7diwKCgpw5ZVX4qmnnsI555wDIQR27tyJd999F5s3b8bMmTM7/uSJqEcrrvWhqPanVN4GncCIHA4Ed6TG4LgiBGq90f7AYdZjWLYLdhOD4tQ6Rr2CQZnOeFeDiKhbmjggFRMHpMa7Gl0WA+NERNSp6nwheALN97K0m/VIsBrjUCMiIiL6OfbXR7+5c+dixYoVOOecczB79mwUFxdj8+bNuO+++/Daa68hGAzi6quvhk6na/H1RqMRVqsVtbW1sVXn4XAYDQ0NTfYrbySEQEJCAnQ6HZ5++mkMGDAAoVAI8+bNw2uvvYZp06bBYDAgPz8f8+fPx0svvXRk3wAi6pG2lbvxzvdl+Gh7JU7sl4JkmxGDMpwMjHcwnSLQO8WGsno/jHoFgzOdDIoTERF1EeyPD42BcSIi6lQVDUEU1viaHc9LsnKgnYiIqItgf310E0IgNzcXixcvxp133omFCxeitrYW27Ztw7vvvotx48bh3nvvxdChQw86aGI0GjF48GB89dVXCAQCMJvN2L17NyorKzFo0CAIIZqlRB86dCicTieczugKMIPBgKSkJBQUFMSeqygKhBCx9OxERB1p0sA0jMhJwPZyD66ZmI/8/Wm/qWOFIhp+KGtAQzACTUrsqvSgV7INqQ5TvKtGREREdEgMjBMRERERERF1I1JKrF+/HiaTCS+//DL27NmD4uJihMNhZGRkoF+/frDZbIdcSSCEwIUXXogLLrgADzzwAH71q1/h+eefR58+fTBu3DgAwK5du/DQQw/h7rvvRlZWFsaPHw+Xy4U77rgDZ599Nvbs2YM333wTt956a2yPcSKiI0VKCV9IxY+lDQiEVewo9yDJakSijRO6Opo3GMFrXxUiGNHQJ8WGV74qxHljchgYJyIioi6PgXEiIiIiIiKibkTTNNxyyy047bTTMGLECAwaNAiDBg1qcznHHXcc/va3v2HBggVYvnw5+vfvj8cffxwulwsA4Ha78fnnn8Pvj+7nm5qaiieeeAJ33XUXbrnlFphMJsybNw+XX3450/kR0RElpUStL4TtZR40+KNbgQTDKraUNCA/zY4MpxlCMLVoR0mwGvDXc4fjwLwhfGeJiIjoaMDAOBEREREREVE3IoRASkpKu8vR6/WYO3cuzjvvPPj9fjidThgMhlhgaejQoXj//fdj/5YQAr/61a/w1ltvob6+Hmaz+RdXphMRtZeUEiV1fuyo8CAc0YD94VoJIBCOriD3BCPIT7VDx8tRh2i8rvPtJGru51vNNOL9EFHH0KSENxjBgV81k16ByaCLX6XoqMLAOBEREREREVE3IoTAzJkzsXDhQlx22WXIzc095HN/qSybzQabzdbsMaPRiIyMjGbPNxqNSE1NPbzKExG1kSaBoho/IqrEj2VubN5Xjwp3EG9vLoHDZMDpQ9JRUudHToIFVhOHQonoyPpsZxU+3VkV+9tq1GPeyX1hMTJoR9QRPIEIblm+CSV1AWhSwmk2YPa4XJw7OjveVaOjBO8GiYiIiIiIiLqRxpXbRqMRM2bMwKxZszBw4EAYjU332TWbzZg0aVKz40RERxNFAGlOE7yVESRaDeibasPW0gb0SbbBbtJDpwgk24xcSUZEnSIzwYJh2S4s+GAn5o/viySbETqFq8Wp9Zh14NAcZj0evWAUln+9D/X+MK44sQ+MeiXe1aKjCAPjRERERERERN3MZ599hs8++wwAcN9997X4nMzMTHzzzTdISkrqzKoREXUoIQTykqzwBCKQAJJsJny0vRLDs12wmw1wmPXol+ZgYIqIOkV+qh0pdhOe/3QPxuQloleylQFNapMvd9fgy93Vsb9tJh3mHtebWQf2E0LAYtDBqFdg1CmwGnX8jlGbMDBORERERERE1M2cccYZWLVq1SGfYzQa4XA4OqlGRERHjk4RGJTpgF4nUFjtix1PshkxMMMBs4EryYjoyJNSIqJK7K70wB9SsbvSg1SHiYE7apNEmwG5SRY889FuXHFSHyRaDZzcRdSBGBgnIiIiIiIiOso1NDRg6dKlmD17NlJTU5GYmIiRI0ciNTWVA7FE1O0JIWDQKRiY4YQiBBQBpLvMGJbtgkEneB0koiNOSol6fxi7KjwobwgCABoCEWwqqkOfVBvSHGYGN/FTmvADk4ULME34gQamO9AryYo3vinG1GEZcFkM8a5SlyQl4A+r8a4GHYUYGCciIiIiIiI6ytXV1eHOO+/EySefjNTUVCxfvhwvvPAC1q1bB72eP/2JqPsTQgBSIsNlhs2kR26SFYyzEFFnkFKiuM6PXRUehFWJA8O+3mAEP5Q0oC4hjAHp3NbBG1Tx4Ls/wh0IAzJ67T5zeAYmD8mId9W6DCEEJABNi2YgaDxGUVJKRDSJ8oYAKhoCaPCH4bQY+B5RqzGPEBEREREREdFRTqfTwWg0oqqqClJKBINBNDQ0xLtaRESdauWmElzz8jcoqw/g5mWb8LtXN8IdjMS7WkTUzWkSKK0PILw/jfqH2ypR4w3h4+2V+GRHFQJhDeX1AQQjXN1qNii4YGwuchKtcFoMuOyEXhiRkxDvanUpUkrUeEPwBCMoqvVByl9+TU8hpUQwomFbmRt13hBCEQ0/lLpR7w/HshEQ/RJOGyciIiIiIiI6yjmdTgwcOBC33HILTj31VGzZsgWlpaW46667oCgtz4l3OBy4/vrrYbFYOrm2RERHxulD0nFiv+TY34oQsBs5/ElER17jQnCxfzuHaHrw6HEhAEURTfOH91B6nYKhWU5sKalHtVGHkTkJXOl7ACklqj0hbC9zQ9Uk9tX64bIY0CvZtr8t9dz3SkoJf1jF1pIG1PnCsa+TOxDG5n31GJThQKrD1KPfI2od3hkSERERERERHeXsdjseeOAB/OUvf8GSJUvgdrsRDAaxcOHCg74mPT0d8+bNY2CciLoNm0kPm4nDnUTUuRQBDEh3YFuZG31SbMhOMGPTvnqc3D8VdpMeZoOCAekOWIy6eFe1ywiGNdT7wlClhJ6BTADRwG95QwDbytyxvbM1TWJPlRdhVUN+mr1Hv1fBiIatJQ2o9YbgDUYQCKsIRjR4ghGEVA0/lrqhKALJNiOD43RIvFMkIuqhNAkUVHlh0DVdQWQyKMhLsvaIG4hQRMPeam+zlEQ6RaB3iq3H7/tERETx5w1FsKPc0+w4++vG/toK3UFWQ/c0QgiccMIJePvtt+F2u7F06VIsWbIEq1evhk7X8iCsTqeDy+Xq5JoSERERdS9CCNhNegzPcWFXhQd7q33R4wASrAYMzHDAbtL3iHv3Q2lMdV3lCWFfrQ813hD2VvnQO4WroaWUqPaGsK3MjVBEg5SAlIAmZXTleI0fekVBn1QblB76PnmCETT4w/CHVSz5ci9K6gLQpMSOCg9O6peC4/omo9oTQrLNGO+qUhfHwDgRUQ9WWh9odsxh1iMvyRqH2nS+sKqhsKb5Xj1GnYLcJCsD40REFHeBcLSv+jm7qWf110U1Pmg/668NOrG/v45PvboiIQTsdjvsdjtOOeUU2O125OTkHDQwTkREREQdQwgBo07BwAwnBKLp1FPsRgzPdsGoV3p00BeIBn6je7H7savCEwv+FlRHV0P3SbXBqOu575MmgaJqH8KqxP/21ODL3dXYV+fDok92w2k24JLjeqG41o8Ml7nHZkZJtBqRm2RFUY0P807ui892VsEbjGDykAzoFYFEqwF5ScyERb+sZ36DiIiIiIiIiLqxsWPHYuzYsfGuBhEREVGPIYSATgB5yVbYzQb0S3cwKL5fRJPYUe5GaX0AmiYhEd1yPboa2gd3IILBmQ7YeujKemV/u/GFVAzPdiE30YLFX+zFeWNyYDPpYTXqkJtsgcXQcye86hSB/FQ7bCY9dlV4oFMEdIqA2aAgJ9GKXilWmPQ99/2h1mNgnIiIiIiIiIiIiIiIqAMoQkCvCJgYFI+p84VRVh+AL6jila8KUVzrQ1iT2F3lxXF9kjC2dxJK6gLon26Pd1XjQgiBJJsRw3Kc+L64AXqdgFGvIMVugtNiQP80O7ISLT02jXojRRHIdJlhNij4eHslfEKgT4oNvZJt6OFvDbUBA+NERERERERERERERER0RCRYDUiyGRFRg5g2IhPrC2rgDUYwvn8qHGY9LAYdMhPM8a5mXAkh4DQbMDTLiW8L6wBEV0n3Y1C8CSEEEq1GZCVaIAHkJFmhcDtMaoO4BsZramrwxz/+ER6Pp8nx3r174y9/+QusVitUVcUXX3yB5cuXIxgMYurUqZgyZQqMRmOcak1ERNSzFBcX46677oLP13SP2wEDBuBPf/oTTCYTIpEIPv74Y6xYsQKqqmL69Ok49dRTYTAY4lRrIiIiIiIiIqLOVVDlxfZyN2p9IXy6swqJViOO6ZMEg06Jd9XiSq8IDMxwAIiu+k2wGKATIrZn9sAMB+w9NI36gYQQcFkMGJTpgF4n0CvZimwGxVtkMeqQbDdCz6A4tVFcr8aKoiA5ORmpqalITU1FUlISvvjiCxQWFsJoNEJKiQ8//BAXXXQRdu/ejbq6Olx99dV46aWXIKWMZ9WJiIh6DL1ej5SUlFh/nZiYiI8++ggVFRUwGAyQUmL16tWYO3cu9u3bh4qKCvzmN7/B8uXL2V8TERERERERUY+xt8aHL3dX4/i+yfhmby2+3F2NsKrFu1pxJ4SA2aDD0GwX0p2m2HG7SY8ROQlIshl7fFC8kRACTosBdpMemQkMih8K3xs6HHFdMe5yufDXv/419ndxcTHef/99zJ49G3q9HuFwGE888QQmTZqEhQsXwmAw4O9//zsWLlyI888/H4mJiXGsPRERUc+QlpaGv/3tb7G/d+7ciXfffRezZs2CEALBYBCPP/44zjnnHDz88MNQFAV33XUXFixYgBkzZsBms8Wx9kREREREREREnWN8/xSM758S72p0SUII6BVgQLoDLqsRwYiGQZlO2Ew6BsUPoGoSETW60ERKibCqQa8IvkdEHSSugfEDv8hSSrz33nswm8046aSTAERTrW/ZsgUPPvggrFYrAGD69Ol4+umnUVBQwMA4ERFRJ/h5f71mzRqkpqZi3LhxEEKgrKwMe/bswW233QazObof1IwZM/Daa6+hqKgIgwYNilfViYiIerRIJIKqqioUFxfD7/c3y+RiNBoxZswYbn1CRERE1EEYvDw0IQSMegWZLjOEiO49zvesqRXfFuONr/ehuNaP61/diCSbEQ+eNwIOM+/ZAUDTJKq9Qbj9YbiDEVS4g7Cb9LCZ4hrupKNIl2kpoVAIr7/+Os466ywkJCQAAOrr66GqKtLT02MXx/T0dEQiEdTX1wMANE3Djh07UFJSgkAgEK/qExER9Qg+nw9vvvkmzjnnnNhK8IP116qqoq6uDkC0v965cydKSkrg9/vjVX0iIqIeQUqJhoYGPPjgg3j55ZdRV1cHTWuewjMjIwNfffUVJ50TERERUacSAjDpe/a+6wczZWhGk6wDihAM+h7AE4zgrpVbUOUOQgL4trAO54/NwdmjsuNdNTpKdJlv09atW7F161bcf//9zWYIHfh34/8/cKa7pmlQVZX7mBIRER1hGzduREFBAWbMmAFFif6Aaex/f95//7xfZn9NRETUeZ577jksWLAAZ511FiZOnAin09msr7ZYLLHsbERERERER5omJep9YXiDEfhCKmq8IViNOliMXSZUFXc2rn4+JIdZj8cuHN3kGPcap7boEt8uTdPw5ptvYtCgQRg8eHDsx7rT6YROp0NlZWVsEL2yshI6nQ4ulwsAoCgKBg8ejLy8POzYsSNu50BERNTdqaqKZcuWYezYsejbt2/seEv9dVVVFfR6PZxOJ4Bofz1o0CDk5eVh+/btcak/ERFRT6FpGt555x2cc845ePbZZ2GxWOJdJSIiIiIieAIR/Omt71DREIAmga/31uL8sbk4dzRX+1LrCCFg0DEQToevSwTGa2pq8O9//xu/+93vmvxgT0pKQv/+/bF69WpMmTIFer0e7777LhITE9GrV6841piIiKjnKSsrwzvvvIP77rsPRqMxdjwzMxM5OTlYu3Ytxo8fDyEE1q5di9TUVOTm5saxxkRERD2XqqoYNWoUzGZzvKtCRERERASgcbXvKOCAZII6BjmJqBPFPTAupcQnn3wCn8+HyZMnN0ntZjAYcPXVV+Oqq66Cz+eD3W7HqlWrcPPNN3MPNCIiok4kpcS6deug0+kwYcKEJv212WzG1VdfjZtuugnV1dXQ6/VYs2YN7r33Xtjt9jjWmoiIqGdSFAUnn3wyvv32W4TDYRgMhmZp1ImIiIiIOpsQAia9Lt7VIKIeTIl3BQCgqKgIl112GXJycpocF0Jg6tSpWLRoEYQQqKmpwQMPPID58+fzRz0REVEnklKipKQEv/3tb5GamtrkMSEEzjvvPDz55JMIhUJwu934f//v/2HOnDnsr4mIiOLk17/+NcrLy/HQQw9hz549cLvd8Hq9Tf7z+XyxbVCIiIiIiIiIuru4rxgHgOuuuw4AWhw81+v1OPPMMzF16tSDPoeIiIiOLCEEbr311tj//zmj0Yhzzz0X55xzzkGfQ0RERJ1DCIEvv/wS33zzDdatW4cFCxbAZrM165/T0tKwdu1aJCQkHLQsVVVRVVWFQCCAhIQEOJ3OVvXzwWAQxcXFcLlcSEpK4r0BERERERERxV3cA+NCiFb9QOaPaCIiovhhf01ERHR0SUtLw5QpUw75nISEBOj1Bx8WCIVCePLJJ/H000+jrq4O/fv3x4MPPogTTjjhkH2+pml46aWX8Mc//hHXXnst7r33Xt4jEBEREVG3pUmJr/fWwhOIxI6lOU0YmuWKY62IqCVxD4wTERERERERUceaNGkSJk2a1K4yPvzwQ/z973/H7bffjnHjxuHJJ5/EDTfcgDVr1jTbWqWRlBLbtm3Dv/71L/Tq1QuhUKhddSAiIiIi6vIksLGwFqX1AfxnSzlO7p+CY/okMTBO1AUxME5ERERERETUzTSu0JZSxv5rPN6aTDBSSixfvhwnnngi5s2bB5PJhOTkZEyePBnr16/H1KlTWywjGAzikUcewYUXXohVq1Z1/IkREREREXUxQgDzTu6LiCaxs8KD353aH5kuc7yrRUQtYGCciKgLq/eH0eAPNzue7jTDqFfiUKOuTZMSZfUBqJpsclwASON7RkRER4AmJcrrA4j8rO8BoqnzTHpdHGrVtR2svwZ4j9PRgsEgPvnkE6xduxY7duyAqqro1asXJk+ejNNOOw12u/2gAfJgMIgdO3bgjDPOgNFoBADk5eUhNTUV27dvx9SpU5u9RkqJ1atXw+1244ILLsDq1atbfE5jkJ6IiIiIqDv46Z5aovFWl1sJEXVNDIwTEXVhVe4g9lR5mx13WQwcNG6BpknsqvAgGNGaHBcAXFa+Z0RE1PGkBHZXeuEPq80ec1oMDIy3QNMkdld6EAhrzR7jPU7H8fl8uOeee7Bw4ULodDqkpqZCURSsX78eL730Es4991wsWLAASUlJLb4+HA4jEAjA5XLFBvV0Oh3sdjsaGhqaPV9KidLSUjzzzDP461//Crvd3mK5u3btwrvvvovNmzdj5syZHXfCRERERERxJKVEjTcETzCMOl8ImS4zg+NEXRBHHIiIiIiIiIi6ESklVqxYgWeeeQa/+c1v8PHHH+OLL77AF198gc8++wx33HEH3n33XTz11FPQtOYTFIBoENxoNMLn88VWeGuaBr/fD6vV2uz5mqbh8ccfx8iRI5GXl4fq6mqEQiH4/X7U19fH/p2+ffti3rx5+NWvfnXk3gAiIiIiok4kpYQ3pGJnuQfhiMTuSi88wQgzJRF1QVwxTkRERERERNSNNAbGJ0+ejL/+9a+wWCyxxxITE3HLLbfA7Xbj7bffxg033NDi6m6z2YycnBz88MMPUFUVer0elZWVqKqqQu/evWP/TqNwOIx3330XhYWFePnllwEANTU1+OSTT7Bjxw4sW7YMDocDiqLAYDBAp2M2BSIiIiI6+kkpUesNYVu5G55gBADgC6n4bl89+qfbkWI3ceU4URfCwDgREfUIqiYRUbVmx4iIiKjrUCX7644gpURxcTHOPfdcmM3mZo/r9XqceOKJeOWVVxAOh1ssQ1EUzJgxA7feeiv+85//YNSoUbG07MceeyyEEKiqqsKHH36IM844A3a7HYsWLYLXG90GSNM03HHHHcjNzcXNN9/cJDhPRERERNQdSCnR4A9jS0kDAmH1gImjEt5gBFtLGjAiJwEJVgOD40RdBAPjRETU7UkAm4vq8fP7T4no3rBERETUNXx3kP6asfG2EUIgNTUV33//PcLhMAyGnwbipJSQUmLz5s1ISkqCXn/wYYFp06bho48+wpVXXglFUWA0GnH//fcjOzsbQHS/8CuvvBJffvklBg4ciLFjx8Zeq6oqUlJSkJubi9GjR0NRuJMbEREREXUvmgT2VHnhD6t4/4dy1HpDKGsIYNXmUgxId+C4vsnYU+XFiFwX9AyME3UJDIwTEVGPEFJb3j+TiIiIug721x1DCIFp06bhlltuwYABAzB37lykpKRACIGGhga8/fbbWLBgAS677LIW9wtvZLPZ8Oijj2LevHmoq6tD79690bt371iQe+DAgVi2bBlycnKavVZRFNx5552w2WxcHUNERERE3ZImJYIRDQJAryQrUmwm/FjmRt8UGzJd0cxNwbAKTQPAeaJEXQID40RERERERETdiBACs2fPxhdffIH7778fTz31FLKysqDT6VBWVoaysjJMmDABv/vd7w6517cQAmazGWPGjGnx8YSEBJx22mkHfe3BXkdERERE1B3oFYFBmQ7sLPdgYIYTqqbho+2VGJLlRJLNBJfFgP7pdhh0nChK1FUwME5ERERERETUzTgcDjz++OM4/fTT8e9//xt79+6FpmkYPXo0pk6dipkzZyIpKSne1SQiIiIiOmoJIeA0GzAiNwGF1T4UVHsBAHpFQe9kK/KSbTDoBDMoEXUhDIwTERERERERdTNCCNhsNsyePRuzZ89GMBiElBImkyk2MMcBOiIiIiKi9hFCQK8AfVNtMOoV6BSB/DQ7+qbZIcB7bqKuhoFxIiIiIiIioqOclPKQj5tMpoO+hoN1RERERESHr/F+Os1hgt2sR4rDBIX32ERdEgPjREREREREREe5hoYGLFq0CEajEfPmzcOPP/6ItWvXHvI1drsd8+bNg8Vi6aRaEhERERF1P40TThVFQKcIiP3HOAGVqOthYJyIiIiIiIjoKOd2u/HUU0/BYrFg7ty5+O677/Doo48e8jXp6emYO3cuA+NERERERO2gSWDBBztQXOvHzgoP/rbmBxyfn4yLj+0V76oR0c8wME5ERERERER0lEtPT8d7770HRVHgdDpx9tln4/jjjz/ka/R6PZxOZyfVkIiIiIioe1IEMHlIOnwhFbPH5QIAkmzGONeKiFrCwDgREbVKWNVQUOWF9rP9K51mAzITuMqIiIioK2B/3XMZDAbk5+fH/tY0DXq9Hr17924xhaPX60VJSUlnVpGIiIiIqFsSQmBolive1SCiVlDiXQEiIjo6RFSJfbV+FNU0/a/GG4p31YiIiGi/iNZyf13N/rrHWbFiBebMmQNVVVt8/Ouvv8aZZ56JhoaGTq4ZERERERERUXwwME5ERERERETUzYTDYfh8voM+HgqF4Pf7IX+WXYCIiIiIiIiou2IqdSIiIiIiIqJuIBwOw+PxAAB8Ph9UVUVtbS30+qY//QOBAD766CMkJSU1e4yIiIiIiIiou+IvYCIiIiIiIqJu4Ouvv8ZFF10EKSU8Hg/cbjfGjRvX7HmRSAS1tbW45pprYLVa41BTIiIiIiIios7HwDgRURdQVONrca9ubzASh9oQERFRS1rqr6WUCEZa3sOZqLMlJiZi8uTJAIAffvgBP/zwA0477TQoStNd1KxWK0aNGoVzzjkHOp0uHlUlIiIiIiIi6nQMjBMRdQHuQBiV7mC8q0FERESHwP6auroBAwbgmWeeAQC8++67WLNmDR599NFmgfFGQojOrB4RERERERFRXDEwTkRERERERNQNNAa6pZQ49dRTMX78eCiK0iwALqWEqqoQQrT4OBEREREREVF31PK0cSIiIiIiIiI6ai1ZsgSXXHIJKioqmj3m8/lwzTXX4L777oOqcisAIiIiIiIi6hkYGCcioiZUTaLeH272nycYhpQy3tUjIiIiAJo8SH8dYH9N0RXh77zzDmw2G5KTk5s9brVakZubi7Vr1yIQCMShhkRERERERESdj6nUiYioCV9IxYaC2nhXg4iIiA6B/TUdipQSZWVlOPvss6HT6Zo9LoTAmDFj8OKLLyISicShhkRERERERESdjyvGiYiIiIiIiLoZvV4Pr9fb4mNSSni9XigKhwSIiIiIiIio5+CvYCIiIiIiIqJuRAiBkSNHYtWqVaioqGiSXl9KCY/Hg9dffx0DBw6E2WyOY02JiIiIiIiIOg8D40RERERERETdiBACF154IYqKinD55Zfj3XffxZ49e1BQUIBPP/0U11xzDd577z1ceumlMJlM8a4uERERERERUafgHuNEREehGm8IgbDa7LjLYoDJ0HwfSSIiIup8td4Qgj/rr3WKQJLNCCFEnGpFPYEQAuPGjcPDDz+M22+/Heeeey6sVisURYHH44HD4cCf/vQnnHPOOWyLRERERERE1GMwME5EdBTaWeFp8fjI3ASkMjBORETUJbTUX1sMOhyXnwwdY5F0hOl0Olx88cU49thj8d5772H79u1QVRW9e/fGaaedhqFDh0Kv55AAERERERER9Rz8FUxERERERETUDSmKgv79+6Nfv36QUkJKCUVRuEqciIiIiIiIeiQGxomIiIiIiIi6IVVVUVBQgP/9738oKSnBcccdh5NOOgmRSAQFBQWw2+1IT0//xUB5JBJBOByGyWSCoiiHfK6UEsFgEFLKVj2fiIiIiIiIqLN0mcB44+z1xh/kB/4wl1LG/lcIwdntREQU7Td+fiwuNelZ2F8TEVFbHLS/Zqd9xIVCISxatAgPPvggamtrEQgEcMcdd+Ckk05CMBjE9ddfj4yMDDz77LMwGAwtlqFpGj7//HMsXLgQlZWVGD16NG644QZkZGQ06+ellPjiiy/w0ksvYe/evZBSYtiwYbj66qvRr18/3hcQERERERFR3MU9MC6lRGlpKVatWoUdO3YgJSUFZ555JoYPHw4g+kN848aNWLVqFUKhEE455RSMHz/+oD/ciYioZ9hV4UGVJ9TkmIREKKLFqUbdm5QSRUVFWLVqFfbs2YP09HRMnz4dAwYMgBACqqpi/fr1WLt2LTRNw+mnn47jjz+ee5cSEfVwuyq9qHIHmxyTkAiyvz6ipJR49913cffdd+PCCy/E3Llz8Yc//CH2uNVqxYknnoiVK1ciGAwe9Pf1li1bcNlll2Hs2LGYMGEC3njjDezevRsvvfQSbDZbs+fv3bsXADBhwgRIKfHGG2/g888/x6pVq5CSknJkTpaIiIiIiIioleI6Wi2lxO7duzF37lxUV1dj+PDh2LRpEzRNw/DhwyGlxOeff47LLrsMWVlZsNlseOmll/DQQw/h4osv5oxzIqIeLBDR4AlG4l2NHkFKia1bt2Lu3LkIBAIYOnQoNm7cCLPZjAEDBkBKiXXr1uHKK69Enz59oNfr8dJLL+GJJ57AjBkz2F8TEfVggbDK/joOpJR47bXXMGHCBDz00EMwm81NAtlCCAwbNgwvvPACwuHwQct49dVXkZOTg2eeeQYulwuTJk3CBRdcgE2bNuGEE05o9ppZs2Zh9uzZsfTpkydPxtSpU7Fz504GxomIiIiIiCju4hoYD4fD+Otf/4pIJII1a9agT58+UFUVgUAAQHQfs8ceewxjx47F888/D6PRiPvuuw+PPvoopk2bBpfLFc/qExER9QjBYBD33HMPnE4n/v3vfyM7OxuqqiIYjK4ADIVCeOSRR3DaaadhwYIFEELgj3/8Ix5++GFMnjwZVqs1zmdARETUs0gpUVBQgJkzZ8JsNrf4HLPZDFVVD1pGOBzGhg0bMGHCBLhcLgghMHLkSKSkpGDz5s04/vjjm0x+E0I0WXkupYROp4PdbofD4ei4kyMiIiIiIiI6TEo8//Hq6mq89957uPLKK5GdnQ2PxwNFUWC32wEAdXV12Lx5M2bNmgWbzQaDwYBzzz0X5eXlKCgoiGfViYiIeoySkhJ88sknuPbaa5Gamgqv1wudTgebzQYhBMrLy7Fjxw6cd955MJvNMJlMmDlzJoqKirBv3754V5+IiKhHSkxMRElJCaRsvqG7lBLff/89UlNTD7rtSTAYhNvtRlpaWiwAbjabkZCQgKqqqkP+21JKuN1uPPzww5gyZQr69+8fe6ympgZff/01SkpK2nF2RERERERERG0X18B4aWkpQqEQ6uvrcfbZZ2PixIm4/PLL8eOPP0JKidraWoTDYWRlZUEIASEEsrKyEIlEUFdXB+CnH9w1NTWHnO1OREREh6eoqAg6nQ6FhYU466yzMHHiRMybNw+7d++O9deRSKRZf62qKmprawGwvyYiIupMiqLg1FNPxZtvvon169c36XtVVcWmTZvw/PPPY9KkSQfN7CKEgKIozfptVVWh0+kO+m9LKdHQ0IDbb78doVAI9957b5OV5Kqqwuv1HjSFOxEREREREdGREvdU6qFQCK+++irmzp0b20P8+uuvx1tvvRWb2d64P9mB/1/TNADRH93r16/Hjh074PV6O/8kiIiIurlIJAKPx4Ply5djzpw50Ov1eO6553DjjTfi1VdfPWh/LaVs0l9v2LAB27dvh9vtjst5EBER9RRCCFx00UVYuXIlzjvvPJx55pnYvXs3FEXB73//e7z99ttwOByYP3/+QYPcZrMZycnJKCwshKZpUBQlNsktMzOzxddIKVFfX4/bbrsN5eXlWLhwYZMV5wCQmpqK8ePHY+fOnUfk3ImIiIiIiIgOJq6B8aSkJAghcM011+DXv/41AGDYsGGYNm0aiouL4XQ6oSgKqqqqIKWEEAJVVVXQ6XSxPcqEEJg0aRKOPfZYLFmyJJ6nQ0RE1C0lJSUBAG6++WbMnDkTANCnTx9cdtllqKiogMPhgE6ni/XXAFrsrydOnIhjjz0Wixcvjs+JEBER9SDp6elYvHgxHnzwQaxevRoVFRUoKSnBxo0bMXHiRPzlL39Bfn7+QV+v0+kwYcIEvPTSS7juuuuQlZWF9957D/X19Rg7diyEEPD7/SguLkZeXh4MBgNqa2tx4403oqqqCk899RRSUlIQiUSg0+maTKAjIiIiIiIiioe4BsbT09PRr18/eL3eWODb5/NBURTodDokJyejT58+eO+99zB16lQoioL//ve/cDqd6NWrFwA0mXlOREREHS8vLw85OTnw+XyxYz6fLzbInZaWhoyMDKxbtw7jx4+HEAIffvghkpKSkJubC4D9NRERUWcTQiAvLw+PPfYY/vznP6O8vByRSASpqanIzMyEyWT6xddfeOGFePPNNzFjxgz07dsXX3/9NebOnYuBAwcCALZu3YoLLrgA77zzDvLz87Fo0SK89tprGD9+PG6//fZYOX/4wx8wZsyYI37ORERERERERIcS18C4w+HAlVdeib/97W8oLCyEzWbD8uXLMWnSJOTk5MBoNOLKK6/EDTfcgEgkAqfTiVdffRXz589HcnJyPKtORETUYyQmJuK3v/0t7rvvPmzduhV6vR6vv/46zjjjDGRkZMBgMGDevHn485//DLfbDYPBgNdeew233XZbbMU4ERERda4PP/wQ69atwz333IOsrCxkZWU1eXzr1q1YuHAh/va3v8Fut7dYRlZWFl599VWsWLECpaWlmDt3Ls4888zYnuHJycmYNWtWrL8fNGgQ5s+f36QMIQSMRuMROEMiIiIiIiKitolrYFwIgblz58JoNOLNN99EIBDArFmzcNVVV8FsNkMIgXPOOQeapuFf//oXCgsLccstt+Dyyy/nyjMiIqJOoigKrrrqKtjtdrz99tsIh8O47LLLMH/+/NjA+MUXXwxFUfDWW29B0zTcddddmDNnDvtrIiKiONmxYwdWr16Nu+++u8XHy8vL8cYbb+Cee+45aBlCCOTm5uL6669vcqxRr1698Le//S3294wZMzBjxoz2V56IiIiIiIjoCIhrYBwAjEYj5syZgwsuuACapsFoNDbZe8xgMGD27Nk499xzIaWE0WjkIDsREVEnM5vN+M1vfoO5c+cCiPbPB/bXJpMJl156KS688EIAYH9NREQUB1LKFo+1dLympgZms/kX9/4+VH/Ovp6IiIiIiIiOJnEPjAO/nFqNqdeIiIjiTwhxyP1If+lxIiIiOrKKiorw6quvQkqJr776CuXl5fj73//eLPjt8/mwcuVKDBgwgH03ERERERER9RhdIjBORERERERERO1TVFSEhx56CAAQCAQQDAbx8MMPN1vZbTAY0KtXL9x2220wm83xqCoRERERERFRp2NgnIiIiIiIiKgbGD16ND7//HMAwJtvvolly5bhn//8J3Q6Xew5Qgjo9XqkpqbCbrczHToRERERERH1GAyMExFRu9T7w/ixtKHZcZtJj5xES48YbPWHVBRWe/Hz3TuNegW9U2xQesB7QEREXVvDQfprq1GP3KSe3V+n2E1IcXSPdOJWqxUDBw4EAFx22WU4/fTTMXjwYAghYvuM94TPmoiIiIiIiKglDIwTEVG7+EIqfCF/s+OJNiNyEi1xqFHnC0U0FNU2fw8sBh16JdsAjj8TEVGcHbS/thqQm9RD+mu15f7aoFO6TWD8QFlZWcjIyEBFRQW+//57VFRUYOjQoRgxYgRUVUVVVRXMZjOcTieD5URERERERNQjKPGuABERERERERF1LFVVsWzZMpxyyik4++yzMXfuXKxYsQIA4Pf78dvf/ha33347VFWNb0WJiIiIiIiIOgkD40RERERERETdiJQSH330EW644QYMHToUr776KsaMGRN73GazYdSoUdi4cSMCgUAca0pERERERETUeRgYJyIiIiIiIupGpJT45z//idGjR+P555/HtGnTkJCQEHtcCIFRo0ahvLwckUgkfhUlIiIiIiIi6kTcY5yIiLqESncQvlDTVJ5CAPmpNtjNhjjVioiIiA7UYn8NoG+aDQ72112GlBLbt2/H2WefDbvd3uJz7HY7wuEwpJSdXDsiIiIiIiKi+GBgnIiIugR/WIU/3HyPy9wkaxxqQ0RERC05aH+dzP66q7Hb7aipqYGUEkKIJo81Bs6Tk5Oh13NYgIiIiIiIiHoGplInIiIiIiIi6kYURcHJJ5+Mt956C9u2bWuyKlxKiT179uCll17CCSecAIvFEseaEhEREREREXUeBsaJiIiIiIiIupk5c+bAbrfj3HPPxd13343i4mJs3rwZDzzwAKZPn466ujpcddVV0Ol08a4qERERERERUadgzjQiIjoiIqqGBn+42fFgpHn6VSIiIoqPiCYP0l9rcagNdRQhBPLy8rB48WLceeedePLJJ1FfX4/t27fjnXfewdixY3Hvvfdi2LBhzdKsExEREREREXVXDIwTEdER4Q5EsL6gNt7VICIiokNgf919CSEwZMgQvPLKK9izZw+KiooQDoeRlZWFfv36wWazMShOREREREREPQoD40RERERERETdTOO+4kIIZGdno1evXjCZTBBCMCBOREREREREPRID40RERERERETdhJQSHo8H7777Lt5++21s27YNfr8fBoMB2dnZOPXUUzFz5kxkZ2czQE5EREREREQ9CgPjRERERERERN2AlBLl5eX43e9+h5UrV0JRFCQnJ8NkMiESiWDnzp1YvXo1XnjhBTz11FM4/vjjGRwnIiIiIiKiHoOBcSKiI8AXisATiLT6+f6Q2iH/br0vFEub2SiiSWjyIC8gIiLqwdrcX4e1dv+bqiZR6Q5A+VkwMtpfs8Om9olEIrj77ruxZs0aXHrppZgzZw7y8/NhtVoRCoVQVlaGd955BwsWLMC1116LtWvXIiMjI97VJiIiIiIiIuoUDIwTER0BVe4Qtpe7O/3fLaj2dfq/SUREdLSq9oSwraxz++uQquH74oZO/Tep59i+fTveeust3Hjjjfjzn/8Mk8nU5PH09HQMHz4co0aNwty5c7FixQrMnz+fq8aJiIiIiIioR1DiXQEiIiIiIiIiar8vv/wSTqcTV111FYxGY4vPURQFp5xyCqZOnYr3338f4XC4k2tJREREREREFB8MjBMRERERERF1A1u2bMHIkSORkpJyyFXger0eEyZMwM6dOxEIBDqxhkRERERERETxw8A4ERERERERUTdQVVWFtLQ06PWH3jVNCIGsrCzU1tZCVdVOqh0RERERERFRfDEwTkRERERERNQNhMNhGAyGVu0ZbjKZEA6HIaXshJoRERERERERxd+hp5ETERERERER0VGjtrYW27Zt+8XnFRUV/eJzpJSoqKjAmjVrUFpaijFjxmDixIkwm80Hfb7X68V//vMf/PDDD8jPz8eUKVPgcrlaFawnIiIiIiIiOpIYGCciIiIiIiLqJl5//XWsXr36F58XDodht9sP+Zzy8nJccsklKC4uRm5uLp544glcddVV+NOf/gSDwdDs+YFAADfddBPWrl2LwYMH47nnnsOKFSuwaNEiOByOwz4nIiIiIiIioo7AwDgRERERERFRN3DqqafC6XS2+vkulwsmk6nFx6SUeP3111FaWooVK1YgLy8Pb7zxBv7yl7/g/PPPx+DBg5s9/3//+x9Wr16NF198ESeddBI2bdqE2bNn44MPPsDZZ5/drnMjIiIiIiIiai8GxomIiIiIiIi6gSuuuAJXXHFFm15zsBTnmqbhgw8+wOmnn44BAwZAURScddZZ+L//+z+sX78egwYNavbaTz/9FPn5+Rg/fjxMJhPGjBmDY445Bh988AFmzJjBdOpEREREREQUVwyMExEREREREXUDiqJ0WFl+vx+VlZWYNGlSrFyn04mkpCSUlJQ0e76mabGU60ajEQBgMBiQl5eHwsJCqKoKvV4PKSVUVYWUEpqmQVXVDqszERERERERHb064/chA+NERERERERE1ERj4Fqv/2nYQAgBvV6PSCTS4msikUiT5wOAXq+PBcIBYOfOnVi7di2Kiorw4osvtrhXeaOGhgb4/X6kp6e361xqamogpURycnK7yolEIigqKkLv3r3btfo9FAqhtLQUvXr1ald9pJTYs2cPevfu3a5JEVJK7N69G3379m33qv7i4mIkJibCarW2q5zCwkKkp6cfNNV/a3XnNlRWVoa8vLx21Ydt6JexDR1a42ffp0+fbtmGMjIyYpO9DldDQwMCgQDS0tLaVU51dTWEEEhKSmpXOR3VhoLBIMrLy9mGDqGj2lB9fT2CwWCXakP79u1Dr1692IYOgm3o0NiGfllxcTGSkpJgsVjaVc7evXuRmZl5VLUhVVWRnJwMKeURyzjGwDgRERERERERNWEymWC321FZWRkblAgGg6ivr29xIEMIgeTkZHz33XfQNA06nQ6apqGqqgqJiYnQ6XQAgH79+uG6665r1UDHli1bUFRUhClTprTrXL788kuoqooTTzyxXeX4fD4sWbIE8+fPb9cgTXV1Nd5++21cdtll7SpH0zQ8+eSTuOqqqw45waA15SxYsADXXXddu7MOLF++HGPHjkXv3r0PuwwpJZYuXYqpU6ciNTW1XfXpqDb0xRdfQNO0drchr9eLf/7zn7jyyivb3YZWrVqFSy+9tFu2oXHjxrVr4khHtqHvv/8excXFOOOMM9pVzhdffAEpJU444YR2ldNRbaiqqgqrV6/ulm1o2bJlOOaYY9rdhpYsWYKzzjoLKSkp7arP999/j5KSEpx++untKufzzz+HEALHH398u8rxeDx4+eWXO6QNrVmzBnPnzu2Wbei4445Dbm7uYZfR2IamTZvW7gkxmzdvRllZWbvb0GeffQZFUTqkDb3yyiuYN29euz77yspKrF27tsPa0NVXX91sgmZby+moNvT666/j+OOPb3cbWrx4MaZPn94hbai8vByTJ09uVzmfffYZdDodjjvuuHaV05Ft6J133sGcOXO6ZRs64YQTkJOTc9hlNLahGTNmtHsyw6ZNm1BZWYnTTjutXeV8+umnMBgMOPbYY3/xuUdyGy4GxomIiIiIiIioCYPBgFGjRuGTTz6B2+2Gw+HAli1bUFlZieHDh0MIAU3TEIlEYDAYIITAqFGjsHz5cuzduxd9+vRBRUUFNmzYgKuuuio2OCSEaPUgR3p6Osxmc7sHlnJzc6FpWrvLMRqNGDduHBRFaddAjc1mw+jRo9tdjhACxx57LPR6fbvOTQiB4447DoqitHuVzNChQ5GUlNTuckaNGgW73d7uz6yj2lBeXh6klO0ux2QyYezYsR3ShkaNGtVl2hCADm1DiYmJXaoNWa3WDrkOAe3f8qKj2pDdbu+2bWjYsGHdsg01rohsbzlms5nXoUNovA4lJCR0SBuy2WztPq+MjIwOaYuNq3O7Shvq6OuQTqfrkDak0+naVZ/G61BHtKHRo0d3WBtyOBwdch1q73cM6Ni+bOTIkV3uOtRRbcjlcnVIG+qIPigzMxNOp7NDrkMd0YbaS8jGfGZHOa/XiyVLluCqq646ojMJiIhao7Dah+3l7nhXo1sY0ysRSbbm6V6+L65HWX3giPybRp2C4/KTYdS3rpOu94WxvqCm2XGLQYfj8pOhUzqmX/r2229RWVnZ7hme8eTz+bB48WL210TUJRTV+LCtjP11R4hHf23QCRyfn9L6/tofxvo9zfvrPik25KfZO6xeHbWqpyvYuHEjzj33XEycOBGjR4/Gq6++ivT0dLz88suw2+3YunUrbr31Vjz11FPIy8tDRUUFZsyYAZfLhWnTpuGDDz7Azp07sXr16jalOGzchzwQCMBoNB526j8pJYLBIFRVhdlsjq1aP5xyIpEIQqEQDAZDbCLA4WqsVyQSafNAlZQSoVAIoVCoyXGz2XzYK+2klAgEAhBCwGQytfncAoEAwuFws+OHW6dIJIJgMAij0Qi9Xn9Y73VjGwoGgzCZTK1e/dO4hYDf74fBYIil4W4cOhNCxN4vRVFgNBoPWr/GchRFgdlsjr22sRxN0xAIRK+PFovlF8sRQsSed+BQXmPb1Ov1h6xPY701TYPVao09r7EsTdMQDAYhhIjV92Dl/Lz9HlifxtdFIhH4/f6DtoPGthwOh2GxWGLfz8bPwOfzNXm+Tqdr8X2SUiIcDiMYDMJiscQ+659/ZuFwGJFIBCaTqcVrwcGuO43H/X5/s9fo9fpm79XP21DjZ9LSZ68oyiG/c61tQzqd7qCffeO5h0Kh2Hfh5+U0fhaaph30sz/wOvjztnbg5/9L17YDv5s6nS52/geWceD7c6i22Ph5/fx5P6/PL/UBB34XD5xIc+B71Pi31+uNfe4tlRMMBqFpGiwWS7NyfD4fNE2LPV8I0eL7dLC+6+f1ObBfaulaeeB3rLGcxvdaSgm/39+kPkA06H5g3RvLaWxDRqMx1gf+vA01nvvBJiO1pQ1JKQ/52Td+Zgder34e4lBVNdbuD/XZH/jv/fwza3yfG/uSg/Vpv/SZAYhdfw/VFhs/s8Zr1c+vZwAQDocRDocP2Uc2fmY/f15LbbqlfuHAclq6/2ksJxgMNuv/D7wOH6jxfTzws/95fX7pmtZ4fQ0Gg02un43lBAKBFrf7aalOjeUAOGgbanwPD3Uf0do2FAqFWnUv2tj/NfYfjQ685h/sO//zcg7sPw4sp7FP0+v1v3jfJ6WEz+eL3YMcqPH6cqjvxoHlHNjWDtTYJ/zSfUyjxs/5wDZ74GtCoRCCwSCsVushv2uN17UDr3mRSCTWHzRqvCc4WL3C4TACgUCTe5nGOjVeG6SUMJlMh7znb7xvMplMMBqNTe5vfs5oNB50q5hDtaHGfrM1v2d+qQ013i8drP85WJ934GfW+P4IIVr12XckrhgnIiIiIiIiomZGjBiBZ599FgsWLMC//vUvjB49Gn/84x9hs9kARAey3G53bNAjNTUVixYtwkMPPYRXXnkFeXl5eO6559qURtLn8+Gxxx7Dhg0bUFZWhquuugpz585tc9137dqFxx57DD/++COCwSByc3Px29/+FuPHj29TIDoYDGLhwoX48MMPUV9fD6fTifPOOw8XXnjhYe1dLKWEx+PBTTfdhH379uHFF19s897FS5cuxQsvvNBkYOm2227D9OnT21yX0tJSLFy4EF9++SUURcGECRNw4403thj0OZinnnoKb7zxRpNjiqLgnnvuwSmnnNLqclRVxbp16/D888+jrKwMKSkp+PWvf40pU6a0Ka2lqqr4+OOP8eyzz8b2cv/d736HMWPGHHLAze/349lnn8Wnn36K0tJSXHzxxbjmmmsA/DR4V19fjyeeeAIffvghLBYL5syZg5kzZzYZENY0DS+88AI+/PBDFBUVYdKkSbjzzjubrB5asWIFVqxYgYKCAgwaNAiPPvposwFnTdOwYsUKrFy5EgUFBejfvz+eeeaZWNYFv9+Pp556Ch9//DHq6upgt9sxffp0XHrppc0GnT/44AO8+uqr2LVrF9LT0/H000/D5XLFHl+3bh1eeukllJaWxlZNXXvttcjMzGzynm3cuBGLFi3Czp07IaXEK6+8gtTU1Gbvq6ZpWLJkCZ5//nncfvvtOOuss5o8vmvXLixYsADbtm1DOBzGP/7xDwwbNiz2Xu/evRtXXHFFkwHVY445Bo888kiTcsrKyvDEE09g06ZNqK6uxkMPPYSTTjqpyWfm9/uxfPlyLF++HG63G3369MHtt9+O/Pz8WDkejwePPvoovvnmG1RWVuJ3v/sdZs+eHStn06ZNuOmmm5oEgDRNw+mnn4677rordv6BQCDWhkpKSnDhhRfi2muvbVKfPXv24B//+Ac2b94Mg8GA0047DfPnz4fT6WwSrHrxxRexbt06FBUVYfz48bjnnnuaBDb37t2Lxx9/HBs3boTVasUFF1yACy64oMkgeF1dHR599FF8/fXXaGhoQFJSEi688ELMnDkz9rxwOIzly5fj5ZdfRjAYxCmnnIJrr70WTqczVk4wGMTjjz+OTz/9FLW1tXA4HJg+fTrmzp0bG+TevHkzFi1ahG3btkFRFDz99NPNtlQIh8NYvHgx3nnnHVRWVsJiseCUU07BlVdeiYSEhFibX7ZsGUpLS6HX61tsi1JKLFu2DG+99VbseccffzyuueYaZGRkxNrQww8/jF27diEYDKJfv364+uqrm1wHpJRYt24dlixZgn379gGI9nvXX399s/1hpZTYsGEDbrvtNkyYMAF33XVXk3PbsGEDnn76aRQUFCASiWDAgAG49tprMWLECAghEAgE8Otf/xrFxcWx1yQmJmLp0qVITEyMHdu5cyf+8Y9/YPv27QgGg8jLy8OVV16JE088MdZ3aZqGTz75BM899xz27duHpKQkXH311Tj11FNjdS4vL8dDDz2ErVu3wuv1Ij09HZdffjnOOOMM6PV61NbW4sorr0RpaWmTc8zNzcWzzz4buz7U19fj0UcfxYYNG2JtaPbs2TjvvPNgMpli18VFixbhvffeQygUwvDhw3HDDTegT58+sfoEg0E88cQT+OSTT1BbWwu73Y5p06Zh7ty5sXsKj8eDF154AWvXrkUkEsGECRNw7bXXIjExsclnsW7dOrz44oux69W4ceNw/fXXx9qIlBL/+9//8Pjjj6O0tBRDhgzBTTfd1KQ+Ukp8++23WLBgAYqKihCJRDBs2DBcf/316N+/P4QQqKmpwaOPPorNmzejpqYGt99+O6ZOnYqfa/zMduzYgWAwiPz8fFx77bUYPXp07PrxxBNPYM+ePYhEIsjPz8c111zTrE8qLy/H3//+d2zZsgU+n6/ZfYvH48EjjzyCr776Cm63GykpKZgzZw6mTZvWpA9qaGjAI488gg0bNsDtdiM1NRVz587FWWed1awvraqqwnXXXQdVVbF06dIm/VAoFMKCBQvwySefoK6uDk6nE7NmzcIFF1wQu/95+OGHsWbNmib3I4888giOOeaYWDmqqmLx4sVYs2YNqqqqYLFYcOaZZ+Lyyy+H3W6PfWa7d+/Gk08+iU2bNsFoNGL69OmYN29e7Nw0TcPKlSvx2muvoaKiAnq9HhMmTMBVV12FpKQkSClx33334aOPPmrSpo1GIx5//HGMGDEidvy///0vnn/+eZSUlAAAxo4di+uvvx7Z2dkQQiAcDuPf//43/vnPf6K2thbZ2dm48sorm9xDSimxefNmPP744ygsLEQkEsHQoUNx/fXXY8CAARBCIBKJYPXq1Vi8eDFqa2sxcOBA/OEPf4g9/nNSSrz33nu4//77MWfOnNh2B1JKFBUV4dFHH8W3336LlJQUXHfddTjppJMOOgll48aNuOWWWzB+/HjceeedUBQFkUgEzz//PP773/9i3759mDJlCm6//fZmrz/Q7t27cf311yMvLw9PPvkkdDodqqqq8Mgjj+Dbb7+Fx+NBamoqLrnkEkyfPv2gE+EqKytx3XXXwWAw4KmnnoLL5YKqqnj55ZexcuVKVFdXw2w2Y/LkyZg3bx4cDkeL9XG73bj55puxd+9eLFmypNl+16FQCPfddx/++9//YtGiRRg0aFCL5YTDYdx1111Yv349Hn/8cQwZMgQA8P777+OBBx5oMrFhzpw5uOqqq1osR9M0PPHEE1i2bBkefvjh2HYpUkrU1tbihRdewHvvvYdIJIKRI0fiL3/5S5Nr/oHl/Otf/8LTTz+N3//+95g1axaEEPj3v/+Nxx57rEl9pJS4+uqrW/x91Niv3Xvvvbjoootw9dVXx9rQ+vXr8eSTT2LPnj1wOByYNWsWLrroohZ/zzS275tuugknnHAC7rnnnthEyMZr565du5Camor58+dj0qRJTSYF+Hw+XHPNNdixY0esrScnJ+PZZ59FRkYGgOhC52eeeQbvvPMO9Ho9zj//fFx88cWH9fvqcDAwTkRERERERETN6HQ6TJ48GaecckpsRUhjUA4AhgwZgtWrV8eCcEIIDBs2DIsXL46t+G1rasNwOIxdu3ahT58++O6772KDlm1VXV2NYDCISZMmwWKxYN26dZgzZw5WrlyJMWPGtKk+ZWVlGDVqFFJSUrBt2zbceuutkFIe9h7hr776KtavX4+ysrJmK79bY9++fbF/H4i+7/369WtzOdXV1bj00ktRUVGB2bNnw2w2o7a2Nra6sLWOOeaYWGADiGY5WrlyZZuzBGzevBlXXHEFTjzxRJxzzjn4+uuvceWVV2LZsmU44YQTWvVeSynxzTff4PLLL8dJJ52Ec889Fxs2bMAVV1yBN998s1mw60ChUAi7du1C79698cMPP6CwsLDJ46qq4oEHHsBbb72FSy+9FJWVlbjxxhthsVgwffr0JuVu374dqampKCwsxI4dO5qtQtu1axdsNhtcLhe2bNkCVVVbPJfG5zkcDnz//fdNygmFQti3bx+GDx+OtLQ07N69G3feeSfcbjduuummJoPlBQUFUBQF6enp+O6775qtqCspKUF6ejrGjh0b2/dzx44dWLp0aZMByuLiYgQCAfTr1w+vvfZai+1XSokff/wRzz//PHbs2IHKyspmz6murkZ1dTX69++PZcuWwePxNHnc5/Nh+/btuPnmm2MB2pb22Kyvr0dJSQmGDBmCRYsWoba2tsnjmqbh4YcfxsKFCzFr1iz069cPhYWFqK+vb/K8QCCA3bt3Iz8/P5b140AZGRmYM2dO7HNyu914+OGHY0GUAz+TXbt2oVevXvjhhx+wd+/eZud1zTXXoLy8HLNnz0ZDQwMWLFgAj8eDe+65p8l72NiGioqKsH379iafvdvtxvz581FTU4Pzzz8fdXV1uPvuuyGEwCWXXBKrk8/nQ0VFBcaNG4fExERs3rwZ119/PTRNw0UXXQQAePvtt3HT/2fvvsOjqNoGDv9mW3qjBELoHUGkCggk9C5VEAyg9A6CiIAo8AqCNEFRAQWpSi+CVKWqIEXpSCeEBEIS0svW+f7g23mzbEBAFF997uvi0uzOnj07c3bO7DznPOeNN+jUqRO5cuVi4cKFWn2cQTSbzcb169epWLEiefPm1dpaSkoKb775JnB3kEJaWhrFixdny5YtOc6wt9vtXL9+nZIlS1K3bl1u3brFRx99RExMDDNmzEBRFK5fv05ISAjPP/88aWlpLFu2jLNnz/LVV1+5BO2uXbtGgQIFeP7550lNTWXZsmWcP3+eJUuW4OXlpbWFhg0bYjAYtHWMd+zY4TJY68aNGwQEBPDcc89hs9lYuXIlv/76Kxs3bnQJXqSlpfHBBx9w/fp1Ll265PbZbt26hdFopEmTJuj1ejZu3EhERATbtm3TlvM4deoUTZs2pVy5csDdWaz3nmsTEhKwWCxa37Vr1y4iIiLYvHkzzz33nBY469WrFzVr1qRt27bEx8e7fc9SU1NJSkqidu3a+Pv7c/DgQXr27MmKFSto2LAhXl5etG/fntTUVO3YLFq0CKPR6DKwxtmGqlWrRq5cuTh9+jTDhg3DbrfTtWtXAGbPns3nn39Ot27dCAgIYM2aNZw/f55169bh6+vr0oYqVKhAcHAw165dY/z48SQlJTF69GhUVWX69OksWbKE7t274+fnx5o1a4iNjeXDDz90CbY5z1dVq1YlPT2dlStXaucrLy8vLl26xGuvvUaFChVo2bIlGzdupG/fvqxbt85lQFBcXBw+Pj40a9YMu93Ohg0b6NmzJ5s3byYoKIj09HSioj6XdIkAAQAASURBVKIoVaoUq1evJj4+3u24A9y5cyfHtrZt2zYKFy5MbGwsOp2Oxo0bYzQa2bJlCxEREWzdupXixYu7tLGMjAzCwsLw9vZm3759dO/enS1btlCxYkXMZjPx8fHUqFGDgIAAjh8/zoABA/D09KRZs2YuA3Tu3LmjbffLL7/Qt29fli9f7pJ90GazMW/ePM6fP+8yyDH7887rn9y5c3P+/HnefPNNVFWle/fuKIrC5cuXCQwMpE2bNtrrChQo4FKOw+EgOjqaMmXKEBYWRnR0NFOnTiUlJYUxY8YAd7/PnTt3xmAw0K5dOy2omL1Oqqpy48YNihQpQq1atUhISGDRokXcuHGDuXPnotPpqFevHkWKFNFes3fvXo4fP64F4rK3obx581KlShUyMjJYuXIlFy5cYMWKFXh5ebFnzx4GDRpEq1atCAsLY9++fbz22mvs2LGDMmXKuLQhLy8vmjVrhsPhYMOGDfTo0YPNmzeTK1cudu3aRf/+/XnxxRcJDw9nz5499OrViw0bNpA3b16XOqmqSmxsLLNnz+bKlStERUVpz2VkZDB48GBiYmLo1KkTJ06coEePHmzYsEFb3ii71NRUpk6dyo0bN7SBbHD3e37x4kXy58/P1atXuXz5Mg9iNpuZMWMG165dIzU1VSsnLS2N+Ph4atWqRUBAAEePHqVfv34YDAa36yFnG/jss884d+4cgHYNoqoq0dHRlC5dmvz58xMTE8OHH35IcnIy48ePdwv6OxwOVq5cydGjR7l+/brbNYiqquzevZsdO3Zog4JyoqoqO3fuZPv27Vrf5RQfH09sbCwjRozQ3r9SpUr3LeeXX35h9erVnD592uUaJDMzk9dff50ffviBLl26kCdPHm7cuEFmZmaOgfGrV6/yySefEBkZ6XINUq5cObp3767t+6ioKD755BO3gWfO+ty+fZsPP/yQa9euuVzHxsTE8NprrxEaGkrr1q25cuUKb731Fh4eHnTu3NntmKWlpWltKPt17PXr1+nWrRuFChWibdu2XLp0iQEDBrBkyRJq1aqllWO32zl79izPP/+8NijF29vbZXD1Rx99xPz58+nevTtZWVmMGzcOvV5Pt27d/pKZ4xIYF0IIIYQQQgghRI4URcFgMOQ4Y1ev12s3vbNvn1O6xYfl7+/Pp59+it1u59dff32sMgCqVq1KlSpVtNkLXbp0oWHDhvz444+PFBj38fFh0qRJ2kxNq9VKUlISu3fvpmvXro80k9kZ6Fy9ejWDBg1iwoQJj/qxNKVKlaJPnz45ppB82LqsWrWKixcvsmnTJp577jng7o2qR005X6dOHW2Wrs1mY8SIEYSFhbncnH4Yx48fx8/Pj08//ZRcuXKRlpZGWFgYR48e1WbgPIwdO3ZQoEAB5s2bh5+fH6mpqbRq1Yr169czcuTI+77O39+fGTNmoNfruXDhgtvzN2/eZM2aNUyePJkuXbpgtVrJzMxk4cKFNG/eXAvcKIrCpEmTMBgMvP766zkGU4YOHYper2fu3LmsXbs2x/rodDpef/11dDods2fPdtvO39+fadOmaSksbTYbqqqyY8cOBg8e7PId7NatG6+++ipr1qzhzJkzbu/1yiuv0LVrV202UJkyZRg1ahQJCQkuQY5mzZrRrFkzfv31V1avXp1jvc1mMzNnzqRz584sWLAgx22qVq3KokWLuHLlClu2bMlxG19fX7p27aoFNHJq485Z9M7Axr0uXbrE/PnzGT16NAMHDkSv17sNUoC7s5jmz5+P2Wzm559/dns+NDSU3r17A3e/O9999x1+fn40adLEpV5+fn5Mnz4dg8GQY/A0ISGBkydPsmjRIpo0aYLD4UCn03HgwAEt5bHzs/7nP//BYDDwxhtvuMwydn6u48ePs3HjRmrUqIGqqvj7+7Nw4ULatm2rnZfz58/PRx99pLWRrKwsEhIS2LFjBy+//DJ2u52FCxfSpk0bpk2bhtFopFixYkyYMIGBAwcSGhoK3L2ZPWvWLK0c58z5rVu3Mnz4cIxGIw0aNKBBgwb88ssv7Ny5M4cjendN2XfeeUcrx263kzt3bpYtW0ZKSgpBQUEMGjTIJbtC2bJlGTlyJDdv3tSCiIqiMHz4cG09YVVVKVu2LEOHDuXOnTuEhoZSqVIlPv74Y+2Yt27dmvr163PmzBmXwHjXrl21IB/cXRv2lVde4fLly1SrVg24G4xZsWIFefLkoU6dOjkOZGnWrBnNmzfXAiktW7YkPDzc5f30ej0tWrSgUaNG9z13V6tWjapVq2rn4U6dOtGoUSN+/PFHnnvuOdLT05k6dSphYWEsWLDAJciQXfHixZk/f75WjjP7xu7du2nQoAFeXl688sor2vbR0dF89NFHdOrUySUInS9fPubMmaMdM7PZTGJiItu3b+eVV15BVVUtgPvee++h0+moWrUqPXr0IC4uTmuL3t7ezJgxw+V8pSgK27Zt44033sBsNrNp0yZef/11hg0bpmWu6NmzJ0OGDHEJRnbp0oWIiAjt2FeoUIHBgweTmJiIp6cn69evx9fXl/nz55MrVy6aNm1KixYtOHToEE2bNtX2e8OGDWnUqJFWTlhYGB06dODatWsEBQURGhrK559/TlpaGrt3786xTcPd81nVqlW1Y9+mTRvq1avH2bNnKVy4MA0bNqRhw4ba8y+++CJNmjTh2LFjLoHxYsWK8dFHH7lct9SvX5/Dhw9TsWJFcuXKxaxZs7TvR2ZmJi1btmT//v00a9ZMKydv3rzadnB3Vmbr1q3Zu3evFhh3BvR+/PFHevXqxezZs90+l5eXF1OmTHG5/rlz5w579uwhIiJCu/6pXLkyffv21V53b5s2GAyMGTNGK8dut6PT6dixYwdvvfUWer2ezz//nIyMDL799lvt2uHe6xGdTkf//v21chwOB/ny5WPBggXa+SP7MkZWq5WdO3fSsmVLcufO7VKnTp060blzZ+3YP/fcc/Tt21c7fxw8eJDSpUszd+5cPD09efnll6lbty6nT592aYv169enQYMG2mcODw+nffv2XL16lcDAQDZt2kTNmjX56KOP8PDw4OWXX6Zp06bs2rWLLl26uOwrh8PBvHnzeP75590Grx0/fpwjR46wYcMGbTBQq1atWLVqFRUqVHArZ+XKlQQFBVG3bl2XNNwmk4n3338fnU7HgAEDcjyXOTmDx/Hx8bRr1479+/drzzlnjzvbQHp6Oh06dGDHjh1u2YtUVeXYsWMcPHiQ1157jaVLl2rP6fV63nzzTZe24enpyd69e8nMzHQZdAl3Z6+vXr2awYMHM3r0aLc6JyQk8PHHHzNkyBCGDx9+3891+/ZtPv30UwYPHsykSZPctsmXLx99+vTR2t/9rrHT0tKYMWMGffr0ccki4jwvbtu2jWXLltG4cWOtzeZUlsViYdasWbRp04aNGze6PFehQgUto46qqsyZM4fy5cvnGKx3OBwsWLCAKlWquA10uXLlCvHx8WzcuJGSJUtis9mIiYnhxx9/pFOnTi7fNVVVWb16NT4+PtSrV08bTKiqKocOHSItLY3PP/+cAgUKYLVa6d27N4sXL6ZmzZoun0+n09G0aVNatWrlMrAaIDExkaVLl/Lmm28yYMAA7Xpo0aJFvPTSS26Zj/4MT3eFcyGEEEIIIYQQQoj/96TWmNPr9doN+Ow3Yx41bbmiKOj1em3dv/j4eG7fvk2JEiUeKSU73A0YTp8+nU6dOlGqVKlHeu29fvvtN8aNG8f777/Pzz//nOMa3w9isVj47rvvCA8PJzQ0lJMnT2qphP+I2NhYdu7cycsvv/xIgwYAihQpgt1uJyoqioyMDG7cuIHFYqFYsWKPVI7NZtMCZnD3xpxOp+PgwYMPfJ2z7d3PhQsXUBRFmxFjNBpp2LAhly5dcpkl9DBt2Gg0/m77cb7H/bZzPp89wOZwOAgODnYb3GA0Gu874ME5+AXuznBKS0vj2rVr5M+f323gy/0GyTipqqrNFu7YseN994Fer//dtS2d6c3HjRvHunXrSElJcQtq63S6B65r+vPPP6PX62nZsiUXL17kwoUL2rrE9+6Dhz3v2O12Vq5cSVhYmBY4fthy/Pz8CAkJ4fLly6SlpZGUlERUVBQlS5Z02a+/V47zhnf21xgMBs6ePUtSUpL2mHP/OMtxBoGcKacTExO5cuUKjRo10rarVasWDofDJbB/b1vT6XRaUMrZrn6vbeRUjrPN5s6dW8tI4mzz2VNe+/v7u7XFe78bqqqSK1cubQa28xyQlZVFRkYGkZGRGI1GQkJCXOpjMBjcMpt4eXlpM4tVVeX8+fOsXbuWN954474pXg0Gg0tAX1EUPDw8XGYGOhwOVq9ezZgxY1iwYAHR0dFubTqnvktRFG2AyPXr1zl79ixdu3YlPj6e06dPk5SU5PLezmOUUzn58uVza1fOAJinpye1a9d2ee732pBOp6NUqVJERUWRlJREWlqatmRD9tnZv3e+cjgcOBwOl7VqDQYDCQkJnD9/3mU/GQwGbZmE1NRUrly5QsGCBfH29sZms3Hs2DFq1apFrly5UBSFEiVKULp0aY4ePeq2r+HuDOv09HSuXbuGv7+/FkT9vfNL9nJ0Oh1ms5mMjAyuXbuGp6endsz0er12fJz/9Hq924xhnU6HXq/HYrGQmZnJjRs3sFqtWqDY2V6tVisZGRncunWLlJQUl+C6czu9Xq8N3nJud+/yETNmzKB///73vS5yvl/265+4uDiKFy/u8t07fPgwY8eOZcaMGZw4ccIt2Oosx7mudVJSEjdu3KBUqVLodDoyMzPZvXs3rVu3xtPTU8vacW8gzVmOc93j1NRUIiMjKViwYI6DMS9evMixY8fo0KGDWz96b593+fJlQkNDtWBciRIlSE9PJyYmRjt/6HQ6l0E1zv0Md6/vnG3Iz8+PPHnyAP8N7me/HnE4HBw5csQtNfaRI0f4+eeftUFc2Z04cYLQ0FCeeeYZFEXBz8+P8PBwjhw54ra/nQMwczpfPWxf55y9/umnnzJy5Ei3tObZzwvO84Cqqm7ZAuDu7PXp06czaNAgt5n797aN5ORkoqKiKFKkiNv1mHPQXYcOHShdurTb+9jtdubPn0+lSpUeOJjSOXu9WrVqLin/s4uNjWXixIlMnDiR7777zm3NcWc5X3/9Nf7+/rRo0cLlOWc687Jly1K5cmXOnDmjLaWQ0/l3x44dxMbG/u5M6fT0dNauXUu7du3c+kTnAIQff/yRQYMGufXHefPmxd/fnytXrmiZQJyZe+79fly+fJmvv/46xzZkt9td2r7z/48dO+a2nxwOB+vXr2fMmDHMnz+f69evu8w8dw6AdZ77GjVqxNWrV0lISLjvPniSnuqMcWeKmrNnz2qPGY1GevXqpaXccl6AbN++XUuDln3knBBCCCH+XFarlaVLl7qkWfLy8qJ3797ajQWHw8HZs2fZsWMHDoeDRo0a8dxzzz3yDWMhhBBCiCfNYrHw6aefkj9/fho2bPjIr1dVlYULF7J+/Xqio6MpX748/fv3f6TrHFVV2b59O3fu3KFLly5/aDZ8UFAQnp6eXLhwQUupOHnyZF577bWHHlBgs9m4efMmHh4etGnThpiYGFRVpUePHowePfqRUqk7OWfSmkwm6tSp80iDGxRFoXbt2rz66qu8/PLL5M+fn1u3btGxY0dtps3Dql+/PvPnz+f111+nZs2aHD16lAsXLlCqVCnsdvsjB+ydkpKSMJlM2g1iRVEIDg4mIyMjx5umfyVVVdm/fz979uzh008/fahgzr3Onj3LqFGjuHPnDmazmTlz5tx3jc/71SE6OpoFCxYwdepUt5u2j8JkMlGkSBEuXrxIRkYGixYtonHjxnz22WduM8geJCoqisDAQMaOHcuRI0cwm81Uq1aN2bNnU7Ro0ccagHPjxg327t3LJ5988sj7OTAwkGnTpjF8+HCWL19OZmYm+fLl49NPP32kupQoUYISJUowfPhwunTpQlJSEqtXr8ZsNmupse/lXL/76tWrTJ48WZtBnp6e7rJOvL+/PyaTySXAnp2qqhw4cIDvv//+ket9bzmnTp3iq6++4u2333abHeZsT3PnzuXVV1/VAk05leNcb71///5u6c8HDhxIVFQU0dHRjBw5kvLly9+3nDt37miBF2eaWudMvpdfftktAHm/cjIyMpg2bRrh4eFaCllFUShSpAgxMTHEx8ezbt06Fi5cyFdffUWJEiVy3I/OdbkLFixI/fr1gbsBG6PRqM2uzszMJDg4mGnTprnMXM1eH+caz1arlfbt27ttY7FYWLNmDS1atMgxxa+Tc43nCxcuMH78eK0cZ0aGhg0b4u3trQ1quV9Zqqry008/sXPnTj7++GN0Oh2+vr40aNCADz/8kIyMDPz8/NiwYQMWiyXHrBunT5/m3Xff5fbt22RkZDBnzhwCAgKwWCwkJCRoWVDgbqwhd+7cOZZz+/Zt+vfvT0JCAnFxcbz33ns5Ltvwe5KSkhg+fDjXrl0jOjqa4cOHa7M8s3/ujIwMZs2aRdWqValevbpbOXa7neHDh3P+/HmuX79OREQEdevWddlm6tSpHDhwgKioKOrXr5/jICS73a5td/36dRo2bMhLL70E/DeglytXLpo1a8bmzZsf+Nk+//xzNm7cSHR0NM8++yz9+vXTrn+Cg4OJjIzk4sWLXL58mY8//pjPPvuMFi1auNXpm2++Yf78+cTGxrqc99LS0khOTubmzZs0b96cO3fuYDAYGD58OP369XM7z/70009MnjyZhIQEDAYDn3zyiVvwzuFwsGnTJooXL55jqnGAM2fOMG7cOG7fvk16errWZhVF0ZZzadmyJfny5ePmzZvauvH3iouLY8CAAcTFxREXF8fEiRMpVKiQNlt24MCBvPXWW5QvX579+/dz69YtEhIStBmyqqqSkpLCjBkzGDRokNua2c73yJMnj8v1S/78+bVynJypzzt27PhYS+xk33+fffYZNWrUoGrVquzZs+eB265cuZKEhAQ6d+7s8pyqqqxYsYLcuXPTpEmT+2bI2bp1K59++imxsbEEBQUxb948l8/qDB7Hx8cTERHB6dOn3d7nl19+Yf/+/Xz55Zf3XaZIVVWOHj3KoUOHWLx4sbYMQnY+Pj4EBwdz9uxZ4uPj+eyzzxg0aBBjx47V6qSqqjZ7fe7cuTkGj6Ojo/Hw8KB79+6cP38eq9VKq1atmDp1KoGBgVo5ztnr77zzzgOvuZyfMSYmhpYtW7o951ziZcCAAW4DEOBuhp0xY8YwbNgwgoODiY+Pp2bNmm7BeLPZzKxZs2jfvr1LdgSnatWqoSgKgwYNonnz5ly6dIl9+/bh4eFBZmamy/JahQsX5vbt2yQnJ7Nu3ToWLFjAypUrKVWqFImJiXh4eLhdU6enp7tkOfgzPdW71Q6Hg3Xr1rFlyxbOnTvHuXPnOH/+vLYOjbOxtmnThq+++oqtW7fSoUMHNm7cmGPqIyGEEEI8eVarlZUrV7Jjxw6X/tp5seK8OdK6dWvWrl3Lpk2baNu2LTt37pT+WgghhBBPldls5pNPPuG7775jzpw55MqV65HLUJS7a3iHh4dTq1YtLl68yN69e93SFD5IbGwsc+fOZejQoZhMJm2Gt8ViwW63P9I1U+/evfnuu+9YtWqVtnb6hx9+eN9A1oM+16FDhxg+fDhbt27l7bffZt68eezdu/eRynGyWCysXLmSFi1aPPJ+VlWVS5cusWvXLipWrEh4eDhVqlRh7969nDlz5qH3jzPAPnfuXGJiYvjiiy/w9vamcePGLjMRH4czJXP24+6cOfNHMxz8EaqqcvDgQUaNGsWbb75J7dq1H6s+AQEBhIWFERYWhpeXF6tXr85xnej7sdvtzJkzhzp16lCuXDksFguqqmKz2bBarY/UxkuWLMmePXtYu3YtW7ZsYdGiRezcufN3Z/3fS1EULl26RMmSJfnmm29YsWIFN27cYPr06Y/0/XVSVZWtW7cSFBREzZo1H/n1ztlegYGBhIWFUbduXRISEti2bdsj7Z/AwEA+//xzSpYsydKlSzl27BivvfaaNtv4Xna7nc2bNzN16lQ++OADypUr5zLTL/uMQ4fDgaqqOQ78yd7WRo0a9cgDYLKXc+7cOYYMGUJERARt2rRxKccZFB80aBBVq1ZlwIABOb6Pc83hQYMGUatWLfr06eNSb4PBQM2aNQkPD6dUqVJs2rTJLS29s5yEhARGjBhBYGAgo0eP1mYlb9myhTt37tC+fXvtfO1wOLT2fW856enpjB8/ntjYWKZOnaoNMvLw8GDVqlVs3ryZdevWsX37diwWi0ta4ezMZjMfffQRBw4cYM6cOVogRafTkZKSwu3bt1mxYgXffPMN5cqVY8yYMTn2AXa7neXLl7N48WLmzJmTY9D37NmznDlzhnbt2j0wS8HWrVuZPHkyU6dOpXz58iiKog36io+Pp27duoSHh5MrVy7WrFnjsm5v9n30888/M3LkSEaOHEl4eLjWDt955x1tPfV169bRrl07cufOnWMmj8DAQOrWrUvdunXx8fFh9erVZGRkuGR5yf6e91smxNPTk7p16xIWFkaBAgVYs2bNY81WNJlM1KhRQ2tr33zzDTdu3HBpI5mZmUyaNInLly8zffr0HFMFO1PROwdV7Nq1y21pj/LlyxMeHk716tU5cuSI2+xjuHvuq1Chgrbd4cOHOXr0KKqqcvHiRb766iuGDBmCovx3aQSz2ZzjeTH79c/58+ddrn/GjRvHjh07WLVqlZam3zm44V4FCxYkPDycOnXqEBcXx5YtW1BVVcsecPToUaZMmcLWrVvp27cvU6ZM4cSJE27l5M2bl/DwcOrWrYvNZmP9+vVuWXNSUlJYv349HTp0uO9gKmcbCgsLw8/Pj9WrV5Oeno6qqhw/fpxDhw5RvXp1wsPDKV++PN9++63Lms1Onp6e1KlTR8vAs3btWhISElAUhdatWzNlyhROnz7Nl19+SYkSJahWrZpbsH/58uUEBgYSHh6OxWLB4XC49J16vd5tZrgzO46Ts3+6ffs2L730ElarFbvdjt1uz/F8dT+qqnL48GF+/PFHevbsid1u15ZqcdYtex3Wrl3LJ598wsyZMylevLjLOeTChQusWrWKwYMHa9s7HA6sVqtLOaGhoVrbSEpKYsuWLS6fNzY2VkuR7ryGdtbHbreTnp7OtGnTeO2118iVK5fWHqxWq1Z3uDt7/YMPPqB3794EBQVp+8W5HUDz5s35/vvvWb16NTt37uSdd95h4cKFXL16VauPxWJh+vTptG7dmiJFimiBeJvNppWj0+n49ddfadu2Ld9++y1z5sxh+/btrFixQquPw+Hg008/pVKlSlSqVAmz2aydr+69bnIugVStWjW3/Qzw1VdfaQOMnMcp+7GPjY3VBouEh4fzwgsvcOrUKQ4ePKi9j3MAQnR0NJ06ddLakLPPg7vng0WLFqEoCl988QVxcXF07NhRy4zh5OPjw+LFi9m8eTNr165l586d6PV6Fi1apLXpp31N/bdYY/y1115jyJAh2t/OnWi325k9ezZly5Zl4cKFeHh4MHHiRKZPn06TJk0eaeSqEEIIIf6YgQMH0r17d+1v500Xq9XKzJkzqVWrFnPnzkWn0zFq1CimT59OeHj4Y68xKoQQQgjxRzhnvW7YsIH58+drKSgflaIoNGrUiEaNGmG325k2bRofffQRLVu2fOhZsXv27OH06dN88MEH6PV67ty5Q0JCAgMHDuTdd9996DW0FUVxucnr4+OjzcJJTEx84Gy/7IxGIwUKFKBw4cJamtEiRYqwfPlyjh8/7rJe6cNyBlcmTJjwWPt58eLF+Pj48OWXX+Lj44PZbKZbt2588cUXVKlS5aHLNBgMtG/fnpYtW2KxWFAUhVatWlGhQoU/lM0oODiYrKws4uPjCQ4O1maqBgQE/KHZ0X+Ec4DqiBEjGDBgABEREY+dYbFQoUKMHj1aS8fZoUMHunfvft9Uo/e6desW69evp1ChQhw7dgy73c7169f59NNPuXPnDiNHjnzoY2g0GrXAgV6vp2bNmoSEhBAZGflIn6lw4cL4+/szaNAgChQogKqqdO7cmbVr17oFFR5GVlYWa9eupVWrVi5poh/WsWPH2LZtG5s2beLZZ59FVVWWL1/O1KlT6dixY44zBXOiKArlypXT1uU1mUx8/PHH5M2b1+0cYLfb+eabb/jPf/7DxIkTadKkifY98PX1xd/fn8jISC1AFRcXh9lsdkuv/KTamnOm+MCBA2nVqpUW6Mj+fFRUFAMHDqRYsWL85z//yTGw5fz+DRw4kDJlyjBhwgS3TBdeXl4MGjRIC3y3atWK9evXu6w963xu2LBhAMyZM0fbh2azmSVLlnD9+nV69uwJoKWKHjx4MDNnztTuTauqSlpaGuPGjePChQvMnz+fAgUKuKQg9/f31963ePHiVK9enStXrmj73ikrK4tZs2axdetW5s+fT5kyZbTn8+XLh8lkom/fvtqM40GDBtG2bVsSEhK0umefKf7ZZ5/x4YcfUqNGDbfvoMPhYMOGDZQpU0YLdt/L4XCwefNmJkyYwPjx42nWrJnWhhISEvjkk0944403ePXVV1EUhbNnz9KqVStefvllbaa7s04//vgjw4cPp0+fPnTr1s0lHW+ePHmYOHEio0aN0oJKFoslx+wORYoUYeTIkVoQs02bNnTv3p1q1aoRGhrqsl+zsrKIjo4mLCzM7bMFBgbyxhtvaO2uUaNG7Nu3T5td/bB8fHwYMGCAlnmgefPmbNq0iaFDh2oDJv7zn/9w/Phx5s2bR6FChXLc1zqdjl69emmveeWVV/jyyy/58MMPtW06dOgA3A3OjRgxgo8//piGDRu6lKfX62nfvr02oGPYsGHMmzeP2rVrs3nzZi5fvsyYMWNQFIWYmBhu3bpFz549mTx5sltWhSZNmtCkSRPt+mf27Nm0adMGT09Pl9hMYGAgTZo0YdKkSWRlZbl9b59//nmef/55HA4HS5cuZdq0aXTp0gU/Pz9y5cpF7dq1tfNTaGgoCxcu5Pz581StWtXls5UtW5YxY8agqiq7d++me/fu9OjRQ0sV71wH+c6dOzRr1uy+/U6hQoW0NnTy5Elat25Nt27dqFGjBp999hnPPPMMn332GUajkeTkZNq1a8dXX33FO++841JOQEAAI0aM0Ab0NGjQgL1799KpUydMJhM9e/akS5cu2O12MjIyWLt2LeHh4Vrbz8jI0AbIdO3aFbh7nomMjMRut/Pee+9RqFAhoqOjycrK0u6vXblyhdDQUO27aLPZWLJkCVevXtXOVydPnsRmszFkyBBmzJihDbB5EIfDwVdffcX169e1eN3FixeJjY2lT58+fPDBBxQsWFBbVmTmzJnMmDGDsLAwt329ceNGrly5wtixY1EUhejoaK5fv06/fv14//33tbZWtWpVqlatqqXeHjlyJBEREVo/tH//fk6cOMG0adPQ6/UkJiaSnJzMwIEDGTt2LB4eHuzdu5e0tDRWrlyppdp3ZrPo2LEjAL/++is//fQTWVlZLFu2jLS0NOLi4nj77bcZPHgwL730ksv9S71eT+PGjZk2bRpxcXHaMkjXr19n8+bNXLlyhe+//x6r1UpCQgJTp07l5s2b9O7dm9DQUEqWLEn37t3x9vamTJkybNy4kWPHjmnlx8fHs2rVKvLly0eXLl2w2WycP3+ehQsXkpyczLhx47R9evPmTb7//nvee+89t4EVWVlZLF68GIfDobWhX375hUuXLuFwOJg0aRLffvstkZGR7Nixg+DgYOx2O++88w6zZ8+mSZMmGI1GbDYbS5cu5erVq/Tq1QuAU6dOYbFYGDRoELNmzdIG9tWsWROz2YzRaKR///6Ehoa6XAvrdDqX80OxYsV4/vnnuXbtGna73eWaunjx4qiqyrVr1wgMDPxL1heHv0lgPCYmhv379xMUFETZsmW1G+1JSUkcPXqUiRMnaut7dO7cmdWrV3Pt2jWeffbZp1ltIYQQ4l8lKiqK/fv3kydPHkqXLq3117GxsZw9e9ZlJHuXLl3o0aOHtnaUEEIIIcTDuHemhPP/netEP2xgLSsri2nTprF582bmzZtH2bJlsdls2jp2D8tisZCRkYGXlxeKopCZmUlMTMwjzz4uW7Ys/fr10/6+fv06J06c4JlnnnmkAJvD4SApKQlvb29tbc6tW7fi7+//0EFxuBt4rFevHitWrCAmJkZLh3rz5s0cUzA+TL3WrVtHmTJlqFChwmPPIk1OTiYlJQWj0UhKSgqJiYmPPPvc4XCQnJyMt7c3BoOBlStX8ttvvzF+/PjffX/n7CrnerfOtqfX6ylTpgwBAQGsW7eOokWLarN/q1Wr5nIMnTNg7i0H0NaZdT7nzBbgnK2UfZ3g7OU4t88+ewzg+++/Z/jw4QwePJhXXnlFK+ve9pm9HOc2zu0AEhMT8fLy0tb6jY6OzjFw7CzHOQMrezk+Pj70799fmyVqsVg4cuQIhQoV0tJSZ99H2WfDOf/fuRZrcnIyBoMBo9GI3W7nhx9+ICYmxm29eedrnfVxni+c5VSrVg0vLy9OnjxJ7ty5ycrK4uTJk+TPn99tfer7nXey74Pjx49z+fJlZs2a9cA25DzuzmPmnEnlnOEWHx+vzXSLjY3VZmnfrw0593X2NpSSkoLJZMLDw4PffvuNxYsX8+KLL7qcB+x2O6tXr+a9997j/fffp2nTplqZer2ewMBAqlSpwpo1a2jVqhXe3t6sW7eOXLlyufyGczgc7Nmzh9dff51Bgwbl2NbubRvOY5q9Laqqyq+//krfvn1p3bo1gwcP1tZCdrbFq1ev0rdvX0qVKsXEiRPx9PTMsZzLly/Tp08fypcvz/jx4/Hw8MBms2nbZW9DqqoSFxennVuy7+dbt24xZMgQ9Ho9s2fPxt/f36UNdejQgStXrmjbO9d9LleunNY2nOeut956iytXrjBv3jzy58+vfYec52qLxaIF769du8bPP//slto8MzOTKVOmsH37dubPn0+pUqVc+q6CBQtSvnx5jh07ps22/uWXX/Dz83MJJthsNubPn8+CBQv46KOPqFGjhra+bfbzzJ07d9i0aRODBw/OcUC73W5n3bp1TJgwgffee49mzZq5tCFnm799+zZZWVno9Xpu377tNkPV4XCwb98+hg0bRv/+/enWrZtbG8rIyEBVVTw8PEhKSmLOnDmULl1aS0fvLCc5ORlPT09tFm1MTAwWi0Vb5z0sLIzJkydz9uxZSpUqxf79+4mKinIZgKaqKklJSXh4eGjrVt+8eZOsrCyXdMkPOk85t0lJSXFra8nJyVpbS0tLY+zYsZw6dYrPP/+cggUL5ng9kpqaqq3F7jw2d+7coWzZslrbsFqteHh4aOeA2NhYtxn1GRkZ2Gw2t+2c1zHVq1fXAqdwd7b75cuXqVChgktgy2w2k5mZ6XL9Ex0dre0fm81GSkqKdj2SnJzM1q1bCQ0NdWlLVquVtLQ0vLy80Ol0WCwWoqOjtUwBnp6ehIeHc/r0ae7cuYOfnx/nzp0jIyNDiwc5j3326x+bzUZUVBSAy/nc4XCwatUqatasqa3Pnt3vtSHnNnfu3CE9PR1vb2+SkpJISUlxO09nb0Oqqrq1Ied68J6enjgcDi19d8uWLbXvoMFgoHv37ty+fVsr+8yZM+TLl09b/7latWqkpKSwY8cO2rVrR1RUFN999x19+/bV3kun09G+fXttCURVVYmJicFsNlOuXDmtjs7zdE7XOc7Zuo0aNXK59kpLSyM9PZ3y5cvj6emJzWZj2bJlzJw5k+nTp1OnTh2X84Lzsz3//PMu2QP0ej1RUVGUL18eHx8fbDYbqampWtuwWq1cv34dg8HgckxLly7NgAEDtL9v3LjBL7/8wjPPPENQUBD+/v4MHjxYm32clJTEDz/8QOnSpV0GeYWGhjJo0CBtVndcXBy//PILpUqVIl++fNoxdbYNq9XKtm3btDTfToGBgQwaNEibRZ2ZmcmPP/5IsWLFKFiwIDqdjvDwcL755huuXr1KqVKliIuL4/Lly9SrV08rx9vbm759+5KcnAzc/c6dPHmSggULuswKV1WVXbt2YTAYtPN+dnq9nu7duxMbG6s9du7cOYKDg7U25Bxsk5SURGBgIGazmbi4OJcZ2zqdjrZt23Lx4kXtfW/dukV6ejrPPPOMdq5MSUnB09MTk8nEvn372LVrF5MmTXI5n93b50VGRnLo0CGaNm2KXq/Xrg1XrlzJM888g9VqZdWqVTz33HP3XTrlSXvqgXGDwcCaNWvYuHEjWVlZVK9enTlz5lC4cGESExOxWq0ULFhQO+ChoaFYrVZtDQBVVd2m3QshhBDiyTIYDCxevFhbCy8sLIwPP/yQ/Pnza/11aGioS39ts9ly7K8lvboQQggh7sdisWg3tM+cOUNCQgInTpygY8eO2iyph7Fnzx6mTZtGmTJl+OCDD7RrlLZt29KlS5eHLufSpUtERESQP39+vLy8iIyMJC4u7r5pUO+ncuXKLmtT7t+/n127djFixAgKFSr00OVkZWXRpUsXrFYrAQEBREVFcevWLSZPnvxQM4GcFEXh5ZdfZtOmTbRo0YLixYtz9uxZChUqRPPmzR+6HKc7d+6wefNmBgwY8NgzPTp27Mj69etp0qQJxYsX59q1ayQnJ/P2228/UqA9NTWVdu3a4ePjQ0ZGBr/99hsDBgz43bTPqqrywQcfcOLECW2mTWRkJM2bN+e1114jKCiIESNGMHbsWPbt20dycjJpaWku7ctp4cKFfP/99/z666+YzWZeffVVatasydChQzEYDGzZsoWvvvqKixcvEhUVRe/evSlbtizjxo1zCShs2rSJVatWcf78eaKioujevTvFixdn8uTJ3LlzhxEjRhAfH8/OnTvZvXs3cHcm5cSJE13KOXDgAPPmzePatWtERUXRv39/ihQpos3G7dWrlzYIITk5md9++40XX3yRZ555xuVzXbhwgQkTJpCQkEBaWhpDhw4lKCiIGTNmkDdvXt58801t27S0NL799lvatWtHp06dXMqJiopiwoQJ3Lp1i7i4OCZMmECBAgUYM2YM5cqV45NPPmHTpk3kz5+f9PR0Tp8+TcuWLalRo4ZLOWlpaYwcOZK4uDgSEhKYOXMmX3/9NcOHD6dmzZrabK0BAwZQvnx5EhISuHnzJvPnz3dJOe5McXz+/HnOnz/PsmXLOHToEF27duXFF18E7gZK1q5dS4UKFVxm8N5r2rRpnDhxgmPHjnH+/Hlu3LhB06ZN6dmzJ5UqVaJq1ap069aNihUrkpmZyZkzZxgwYIDbjeAvv/ySXbt2cfz4cTIzM7XZ+8OHD8dgMDB58mSOHDmCr68vp06dokyZMrz++usuN6avXLnCqFGjMBqNrFixgq+//hqAihUrMnr0aHQ6HUOHDqVLly60aNFCC0hNmzbNZbBHcnIyQ4cOJSEhgV27dmnrzRYpUoQJEybg7e3NhQsXeP/997l58yZxcXGMGjWKkJAQJkyYQOHChYG7qeSdweNffvlFm5EWFBTElClT8PPzY9KkSRw8eBCTyaQFQjw8PPjPf/6jDbBQVZXx48dz+PBhfHx8tEFH3t7eTJw4kcKFC/Ppp5+yadMm8uXLh81m49y5c4SGhtKmTRuX/fzxxx+zZcsW6taty+uvvw7c/e371ltvUbFiRV599VVtW4fDQWxsLBkZGS6zzgG+/vprFi9eTI0aNRg7dqz2+IABA6hXrx6HDh1ixIgRFChQAJ1Ox+nTpwkJCaFbt24u5Xz//ffMnDmTcuXKMWXKFK2ddejQgU6dOuHj48OoUaMYMmQIu3fvxmAwcPr0aQYPHuwSADp9+jRjx46lYMGCfPrpp3z22WcA1K9fnz59+mhB7QMHDpCenk6TJk1ybNORkZG8+eab6HQ6Vq5cyerVqwGoUKECY8eOJXfu3HTq1IkZM2awdetWfHx8OHHiBFWqVKFKlSpaOc7zxe3bt/n+++/Zt28fcDerw4QJE/Dx8WHHjh1MmzaN4OBgrly5gt1uZ/78+S6zDrOyshg4cCA3b97Uzlfnzp2jdevWWlaY1q1bs3r1atq3b0+pUqU4efIk7du3d1l3HO6mAT9+/DjBwcFkZmZy9uxZqlSpos0sT0tL49133+XatWtcu3aNefPmsWPHDvr27UuDBg20cj799FM2btxI/vz5sdvtWl/aqlUrAG1t3apVqzJu3Djgbh/co0cPmjZtqpWzfv16Pv74Yy3TwG+//Yanp6eWtS97G3IGszMzM5k3b57Lsfvxxx8ZPXo0+fPnx2QycenSJbKysliwYAFGo5Hw8HDCw8OBu9+ltWvX8ssvvzBmzBiXWd4XL16ke/fu5MuXT7v+iY+PZ/r06Xh4eHD79m3at2+Pt7c3vr6+XL58mZSUFD777DOX/ufWrVu88soreHl54efnx82bN4mMjGTUqFFa8LV3795ERETQvHlzQkJCOHXqFLVq1aJWrVraZ0tPT6dz587Y7XYCAgJISEjg4sWLvPrqqy5LBDgndMycOTPHgZBms5khQ4YQFRVF7ty5SUlJ4dy5c7Ro0YJnn30Wg8FAREQE/fv3p2HDhhQsWJALFy6gqirt2rVzKWvChAkcPXrUpQ1VqlRJa0M3btyga9eu5MqVi8TERK5evcrYsWNd+lYPDw8GDRqk/e1cbqBatWr06dMHRVEoU6YMERERvPHGGyxdupRr164RHBxMp06dtP3jDI46ORwO4uPjSUlJ0foGu93OvHnz2L9/P8eOHcPhcNCtWzfq1KmjpTvX6XS0adPG5Vw5depULBYLo0aNwmAwcOrUKUaPHk1AQACLFi1i8eLFwN1A+IgRI7TX1a9f3yVrxIoVK7h8+TJvvPEGuXPnJjY2lpdeeknLPhAbG8vVq1d54403XALzzlTjTgcPHmTLli2MGDFCO/bZBz9eu3aNFStW0K9fP6pWrao9XrJkSZcZ/2fPnmXbtm306dOH559/HrvdzvDhw7l8+TJ58uQhLi6OS5cuMWTIEJcBfnnz5uXtt9/W/k5MTOTrr78mIiJCW//buYxB+/btKVu2rJaKPfua3n5+fi77KzU1lf3799OiRQtt5jfcPe+tXr2apk2b5hg0NplMDBw4UPvbmfmnQoUK9OvXD0VRaNy4MfPmzaNly5aUK1eO27dvExkZyYwZM7TrIb1e7/K+zsEot2/fZvjw4ej1erKysujXr5+2dIfz+qxjx44u56Fjx44xdOhQQkJC0Ov1nD59mjx58tCjRw90Oh2+vr688cYbDB06lF9++QWLxcKtW7dYtmxZjkvC/BmeamBcr9fz7rvv4uXlhbe3N2fPnmX48OHMmDGD2bNna8Hu7Ccx545xrjPgcDjYtm0b586dc1tPQgghxP++y7fTuK53/4GWmmXLYWvxZzCZTEydOhVfX1+8vLz49ddfGT58OHPnzuW9997Lsb++d70YVVXZtm0bZ8+e1UZVCiGE+Oe4dDsNk/TX4glQFIX8+fOTlZVF8eLFtccfNW1xSEgIQ4YMcVuT8VGCx4AWPDx79iypqak0bNiQsLCwx07L7lSoUCEGDBjwyEvEeXh48M4773D06FHi4+MJDw+nXr16jzVLO2/evKxYsYJvv/2Wq1ev0rZtW5o3b/7Q6ZyzS09Pp2PHjm5rBT8s5yy2b7/9lu+//56bN2/SsGFDGjZs+Mj72sfHhzFjxnD06FEURWHixInUrFkzx3Vq75UvXz6KFi3qcgPUeXNWp9PRtWtXihUrxv79+/H19aVFixaULl3arX65cuWiSJEiLrPV8ubNq20XEBDg9nz+/Pndyslpu5CQEOBuW+jcubPbusIhISFu5fj6+lKkSBEKFSpE3bp1AciTJ482k3n06NEcOXKEW7duafvvhRdecEtN7eHhQZEiRShcuLA20MM5W+5eRqORHj16UKFCBbfnTCYThQoVIk+ePNrzJpNJe7/OnTuTP39+bebYG2+8Qd26dd0GXThnHQUEBFCyZEntcWdwx/nZatasyaFDh/D19aVJkyZu3xedTkdISAg2m01Lxwu4pL62Wq0UL16cVq1aue2X7IKDg92OmbMNBQQE8OWXX7Jz507OnTuHyWRi7Nix1K1b1y3Nf05tKDg4WKv3q6++SmhoKHfu3KFr165uM/zg7nHv2bOn21rx+fLl02YGVqpUiU2bNrF161YyMjKYMGECtWrVcqmPyWSiS5cupKSkuJTjDPLC3XZQuHBh8ufPr7UNLy8vlxnaBoOBF1980WWQkHM/O2cZhoeHu934N5lMbt/f+vXrExoa6vKYp6en9n4vv/wy+fPnJzIyEkVRePXVV6lfv75b2VWrVmXo0KEuj+n1+hyPsaIoNGnSJMf7z2XKlNHSsWfnnIH73HPP8fbbb3P+/HnMZjMvv/wyjRo10o6FU4ECBRgyZIjbBDBn36UoCs2bN2fNmjV89913WrDq3jYUFBSkpfbOLnfu3C7vZzAYGD16dI5rj8PdwQY9evRwWzM6exsaM2YMderU4eeff8ZisdC1a1eaNm3q0m8bDAZefvlltzaUPXvDCy+8QN++fbl69SrNmjWjadOmFCtWzKW+Hh4evPHGGxw6dIjY2Fi8vb156623qF27thaMzZUrF0uWLGHz5s1aGvymTZu6pR8eMGAAP/30Ezdu3MBoNDJw4EDCw8O1771Op6NAgQIYjUYtg4KiKG5LZ7z88suEhIRw7do1ALp37661NUVRKF68uFvbUBTFrf9v3LgxRqORS5cuYbPZeOmll1zaeaVKlRg3bhznz58nIyODFi1aUK9ePUqUKOGyj6pWrcqYMWM4f/48mZmZtGzZknr16uW4LjHcbbt9+/Z12z9FixZl4sSJnDlzhrS0NBo2bEh4eDjlypVDURSCgoKYOHEix48fJykpicaNG1O/fn23gUN58+Zl/PjxHD9+nMTEROrWrUvt2rWpVKmS1oZKlCjBmjVr2LJlC7du3aJLly40b97c5Rzs5eXFu+++q13/BAQEUKNGDWrUqOHSB2VkZNCrVy/q1auX4+c1mUwMHz6cQ4cOcevWLby9vXnzzTepU6cO3t7e2nds8+bN7Nmzh4SEBJo3b07jxo1d+geAfv36UaFCBaKiojAajQwYMIDw8HCt7efPn58333yTkydP4unpSf369alcufLvLuvSsWNHl/ObM4b2wgsvcOzYMdq0aUPr1q0fmOHHGQzNyspy2Q958uRxu875vRm6NWrUICAgQKt3QEAAffv2xWw2u2yXN2/eB5bzzDPP8Nprr2nf1aCgICZMmMDx48e5c+cOdevWpVatWlStWvWB2Z0KFCjAoEGD7nsNHRAQwJAhQ343A1Lu3Lnp16+fdl2l0+kYNmwYBw8e5ObNm/j6+lK7dm2ef/75B9bH09OTAQMGuLQPHx8f5s6dq90Hbdq0Kc2bN3fLoJOdyWQiIiLCrY/MysqiTp06tGvX7qGXBOrQoYPL5y9atCgbN25k586dXLt2DX9/f8LCwqhWrdp9r7EVRaFhw4akpaVp25hMJoYNG8YPP/xAVlYWw4YNo169em4ZRypUqKD1eZmZmXTs2JFGjRppdVIUhTZt2lCgQAF2796N0WikWbNm913S48+gqE952lb2dVRUVWX69Ols2rSJnTt3kpSURHh4OHPmzKFFixYoisL58+dp2LAhGzZsoHr16toMtPT0dJYvX07//v3/sp0nhBD3cz0hgwuxqU+7GuIxmfQ6apbIjcnwcBccyRlWjly74/a4l1FPzRK50eueTL90/Phx4uLiaNy48RMp71Hc21+/8847HDp0iK1bt3L9+nUaN27M4sWLtXWFjh49SocOHdiyZYu2fp6qqtr6SQMGDJD+Wgjx1EXdyeD8Lemv/1cZ9Qq1SuR5+P4608qRq+79dbE8PpQIfnLrA588eZJbt27RpEmTJ1bmv839blM8yrXDg251POo1SE5l/dHrGGeZj5ty/M+oyx8p60mU8WfV51HKeZi29zD1+71yHraNP81ycvpsj/LdfNB+epjv58Mcw4f9nv+RsnIq5/cyD/wV9XmS++febZ/E8brfez1um37Ych5U1h/dR9m3/7u36Uct51HPZX92fe5Xzv3KetRz0MOW87jn2Edtqw9TzsM8/6jb3bvtw3z+Rz1ej7vdHz1mj3qe/rP29eNcjzzMeeZxy3mca+x7y3nca+yHrc/vfbZHuQ57nLb/dz5mj3o9+0fb48Mcsz/yvX/Sv2kexWPPGFdVlcTERODu6A5FUVBVlTNnzrBv3z6CgoJo0qSJ20i0e8twOBzaSAer1UpUVJS2rlGePHkoVKgQe/fupVmzZuh0On744Qd8fX21VGPOkUUPO1pCCCGE+DdxOBwkJiai1+sJCAhAUe6u/3bixAl+/PFHgoODadKkifZcTpxBbSez2cyNGzfw9fVFr9eTP39+8ubNy/79+6lbty6qqvLDDz8QEBCgjTzP3l9LQFwIIYQQD/IkrhWe5PXGn3Ht8kfKfNL1+Sfu78ct42Fe9yS2edj6/a+V87Db/lX7+Wm839+pDf3djtfDbPd3PKYPs/3frU3/U8v5q+v0JN7rSX0Pn1R9HmXbv7o+f9Ux+7u1s4d9zZM4Xz2J+jzJa6wnuX+e1Db/xGP2NOrzZ/TBT9JjB8YTExPp1KkTYWFhvP322+j1ek6ePEmbNm24ffs2inI3XcPSpUtd0l5kd+PGDWbOnEmRIkXw9PTk6NGjbNmyhSlTpuDh4QFAr169GDVqlHZD/4svviAiIuKxUnsJIYQQ/zbx8fG0b9+eDh06MGzYMBRF4eeff+all17S0i62bduWBQsWuKwnld3Fixf57LPPKFKkCB4eHhw8eJAdO3Ywd+5cdDodPj4+9OjRg8mTJ2O1WjEYDCxcuJAhQ4Y8ctpTIYQQQgghhBBCCCGEEOLP8NiB8aSkJE6ePMmYMWPQ6XQ4HA4WLVpEVlYWy5Ytw2w2M2LECPbu3Uvr1q1zLMPLywtFUdiwYQNZWVmEhIQwZ84c2rVrp40WeOmllzCbzSxfvhyr1UrPnj0ZPHiwzDYTQgghHkJsbCy//fYbtWvXRqfTYbPZWLBgAQaDgZUrVxIXF8eYMWP4+eefadCgQY5l+Pr6YrVaWbduHWazmYIFCzJv3jxatWql9cevvvoqdrudNWvW4HA4GDp0KP369ZOMLkIIIYQQQgghhBBCCCH+Fh47MJ6WloZOp6NYsWIoikJycjI//PADTZs2pU2bNthsNr7++mt+/vnn+wbGc+fOzaxZs3A4HFitVkwmk5Zq1cnT05OePXvy6quvoqoqBsPdKktgXAghhPh9SUlJ+Pn5UaBAAe3vgwcP8uKLL9KiRQvMZjNLly7l2LFj9w2Mh4SE8PHHH2O327HZbDn2197e3gwaNIh+/foBYDAYpK8WQgghhBBCCPGnUVWVy5cvExcXR5UqVbQMpP8EiYmJnDp1imeeeYY8efI8kTItFgtWqxVPT0/0ej1wd6k0m82mbaMoCgaDAaPRKL/phRBC/CM99jQu5/rgNpsNVVW5ceMGV69epU6dOuj1egwGA0FBQaSmpt63DOdNdb1ej6en533XHb23Q5ZOWQghhHh4NpsNu92OqqpcunSJmzdvEhYWhl6vR6/XP3R/bTAYfre/NhqN8gNaCCGEEEIIIcSfTlVVPv/8c3r06EFCQsLTrs4Tdfz4cdq2bcvhw4efWJlr1qyhdevWnDx5Unvss88+o3nz5tq/Vq1a0blzZ0aNGsWOHTtITU1FVdUnVgchhBDiaXvswHjevHnx8fFh06ZN3LlzhxUrVqCqKjVq1EBRFGw2G3FxcfddX1wIIYQQf77Q0FDsdjvbtm0jISGB5cuX4+npSeXKlQGkvxZCCCGEEEII8T/LYrGQmZn5jwve2u12MjIysNvtT6zMqKgofvjhB5KTk7XHLl++zJEjR6hTpw4dO3akZcuWFC9enMOHD/Pyyy/TsWNHzp0794/bv0IIIf69HjuVenBwMJ06deK9995j3rx53Lx5k7Zt21K6dGlUVSU+Pp6zZ8/Svn37J1lfIYQQQjyCggUL0q5dO9566y2mTZvGzZs36d69O0WLFkVVVWJiYrh06RJFihR52lUVQgghhBBCCCEem91uJyUlBUVR8Pf3d8s86gzums1m0tLSMBgM+Pn5uWVFuzcIbLFYSE1NxdPTEx8fH+3xzMxMMjIyMBgM+Pr6otfr3crJysoiPT0dDw8PfH19AfclQlVVxWazkZKSgslk0rbLibNuGRkZZGZm4u3tjZeX1x/K2ubh4cErr7xChQoVtPdIT09n3bp1jBgxgr59+7Jhwwby5s2rPa+qKqmpqVgsFkwmEz4+Pm6fXwghhPg7euzAuMFgYNy4cZQtW5ajR49SvHhxunbtqq3lcvPmTWrXrk2NGjWeWGWFEEKIp0lVVRLSLNgdrj+SMyxPbgT3k2YymZg8eTIVK1bkxIkTlC1bloiICAyGu5cAN2/epGHDhlSsWPEp11QIIYR4MrKsdpIzrG6PZ1j/vv21EEIIIf6Ys2fP8vbbb3PixAlUVSUsLIxRo0YRGhqqBWujoqJYuHAh+/btIyEhAb1eT5kyZXj99depUaMGOt3d5Kqpqal8/PHHlClTBovFwpIlS4iJiaFv374MHjyYmJgYFixYwK5du0hNTcVgMJAvXz7Gjx9PrVq1tKDxwoULWb9+PUlJSXh6ehIeHs7QoUMpVKiQVieHw8GRI0f44IMPuHjxIt7e3jRu3Jhnn33W7TM6lzP95JNP2Lt3L+np6fj5+dG6dWv69+9PQEDAEwlMK4qCr68vXbt25fLly0ydOpX169fTt29fAM6dO8eMGTM4fvy4FhjPmzcvEyZMoFatWn/4/YUQQog/02MHxh0OBzExMTRv3pwePXq4PKeqKtWqVWPSpEnaBYUQQgjxv86hwvlbqWT+D91Yt9vt3Lx5k/bt29OvXz+X51RVpU6dOhQoUABPT8+nVEMhhBDiyUrNsnIqOvn3NxRCCCHEP0JSUhJvvPEG9evXZ+zYsZw/f565c+dy+fJlVqxYQWBgIAA//vgjFy9epHPnzuTLl4/Y2FiWL19OREQEGzZsoGLFiiiKQnp6OgsWLMDDw4Pg4GC6dOlCrly5CAkJITo6mq5du3LhwgV69OhB5cqVSU1NZc+ePdy8eRO4OyN9zJgxrFixgm7duhEWFsbFixf55JNPOHr0KCtXriR//vyoqsqpU6eIiIjAz8+PwYMH4+Pjw9q1a9myZYvLzHVVVYmKiiIiIoK4uDh69epF8eLFOXXqFB999BFXrlxhzpw5eHl5PbH9qtfreemll/jwww/ZtWsXPXr0IDU1lV69epGenk6/fv0oUKAA8fHx7Nu3j1u3bj2x9xZCCCH+LI8dGLdarQwdOpRmzZoxfPhwl+cURcFut/PBBx9gMpn4+OOP/3BFhRBCCPHoMjIy6NevH6+99ho9e/Z0eU5RFKxWK++++y7Fixdn0qRJT6mWQgghhBBCCCHE40lNTaVx48ZMmTIFo9GIqqrky5ePYcOGsWXLFrp27QpA27Zt6dChA0ajEUVRUFWVJk2a0KhRI5YvX84HH3zgMuM6JSWFVatWUalSJeBucPrtt9/ml19+YenSpbRu3RqdToeqqnTt2hW73Y6qqhw8eJClS5cyYMAAJk2apNWpaNGi9O7dm6VLl/Lmm2/icDj46KOPSEtLY+3atTz33HMANG3alHbt2uFwOLS6qKrKRx99xMWLF/nmm2+oXr06iqLQtm1bQkJCeOutt3jllVcIDw9/ounM8+fPT3BwMFevXsVsNnP+/HlOnz7N/Pnz6dKli7YfX3vtNWw22xN7XyGEEOLP8oemc1ssFuz2nGfNOddQyd6BCyGEEOKvZ7Vaf7e/vncNNSGEEEIIIYQQ4n+Bl5cXXbp0wWQyoSgKOp2O1q1bExwczPbt27X7056enlitVs6ePcvOnTv55ptvOHnyJD4+Ppw4ccItsFu9enVtFrmiKKSlpbFt2zYqV65M06ZNtUypiqJgNBq1TGy7d+9Gp9O51alFixYULVqU7du3Y7PZSExM5IcffqBOnTpUqFBBe5+8efPSsWNHl7okJyezbds2qlatSvHixUlOTiYpKYnU1FRq1KiBh4cHP/300xPftwaDAS8vLzIzM3E4HHh5eWEwGNizZw9RUVFYLBbt8z/J2epCCCHEn+WRZoyrqkpiYiLp6elYLBbMZjNJSUlERUW5bRcbG8vJkydp3779E62wEEI8DaqqklPYUIEnOhJXiCdBVVUSEhLIzMwkPT0ds9nMnTt3cuyvo6OjOXv2LPXq1Xs6lRVCiCdI+mshhBBCiH+fwMBA8ubN6/KYn58fISEhxMTEYLVaMZlMnDhxgrfeeotffvkFX19fvLy80Ol0XLt2DR8fH7cB44UKFXJZJjQ5OZn4+HiqV6+OyWTKsS6qqhIZGUlAQAD58uVzec7Hx4dChQoRExNDeno6ycnJJCYmUqJECbflSEuXLu1y/Xrnzh3i4+OJi4ujadOmLtvabDZSUlKIjY19+J32kGw2G5mZmQQGBqLT6ShXrhwREREsWbKEnTt3UrFiRWrXrk2rVq0oV64cer3+iddBCCGEeJIeKTDucDiYPHkyq1atQlVV4uPjOXPmDIsXL3bZTlVVMjIy8PT0pEmTJk+yvkII8VSkZtk4E+O+VmXhXD6EBsmIWPH3YrPZePvtt/n2229xOBzEx8dz9epVt6VNVFUlPT2dgIAA6tev/5RqK4QQT47010IIIYQQ/z6qquaYBc3hcGjB5czMTN544w2io6NZtmwZzzzzDB4eHgB06NABq9Xq9nqj0ejyt3NGtzNl+v0406vfm0nV+ZizHOe/nDKu3pv1zfk5qlSpQteuXXMc9FmqVKn71ulx3bp1i7i4OCpXroyHhwdGo5Hp06fTvn17vvvuOw4fPsyMGTOYM2cOH3/8MR06dJABqUIIIf7WHikwrigKNWvWxGAwYLfbWbNmDcWLF+f555932y5PnjyEhYVRtWrVJ1phIYR4GuwOlXSzeypqq12WixB/Pzqdjrp16xIYGIjFYmH16tU8++yz2npl2bfLmzcv9evXp3z58k+ptkII8eRIfy2EEEII8e+TmJhITEwMRYoU0da8TkxMJDo6miZNmmAymbhy5Qpnzpyhb9++NG3aVAveJiQkcOfOHfz8/H73fQIDAwkJCeHs2bNkZWXh6+vrto2iKJQsWZK1a9cSHR1NwYIFtedSUlK4du0axYsXx8fHB4fDQZ48efjtt9+w2+3arHFVVTlz5oxL8D137twEBwfjcDjo2LGjFtT/M9ntdtatW0dmZiaNGjXS1mb38vKiQYMG1KtXD7PZzKlTp+jSpQvz5s2jVatWWkp5IYQQ4u/okQPjL730Ei+99BI2m43AwEAqVapEy5YtH/gaIYQQQvx1dDodERERAGRlZeHn50e9evUeOCtc+mshhBBCCCGEEP+LzGYzCxcu5LnnnsPb2xu73c6KFStITEykdevW2hrYBoOBmzdvYrPZMBgMWK1WVq5cyaVLl6hcufLvvo+Pjw/t27fnvffeY9WqVXTv3h2j0ahlY7Pb7fj7+9O4cWNmzZrFF198QYUKFbQ6rV69mhs3bvDGG2+g1+sJCAigUaNGLF++nJ9++om6deuiKArXr19n5cqVLu/t7+/PSy+9xKxZs9i4cSPt27fHYDBoM9iTkpLw8PDIMVj/qJzZYDds2MAnn3xC9erVtZngKSkpWlxAp9Ph6elJmTJlCA4O/t2Z9EIIIcTfwSMHxrUXGgyMGTNGS/kihBBCiL+H7P2yp6cn7777LjqdTvprIYQQQgghhBD/OEFBQZw+fZoePXpQq1Ytzp8/z+rVq2nXrh2NGzcGICQkhGbNmrF69Wr0ej3lypXj5MmTnDhxgkKFCj30e/Xu3ZvDhw/z1ltvceDAASpXrkxycjIHDhygV69edO7cmcqVKzNkyBBmz55NYmIitWvX5tKlS6xatYrmzZvTqVMn7ff5kCFD2LdvHz179qRLly74+vqydetW/Pz83NYdHzhwIKdOnWLIkCFs3bqVypUr43A4uHDhAkePHmXmzJmEh4c/8v6zWCysWbOGH3/8EYvFws2bNzl8+DBHjx6lWrVqzJ49mzx58gBw4MABxo8fz/PPP6+lbv/hhx84f/4806ZN+0tmsgshhBB/xCMFxrNTFAWdTkdqaiqXL1/m9u3bbqPCFEWhcOHCVKhQ4YlUVgghhBCPRlEU9Ho9KSkpXLx4kYSEhBz76+LFi1O2bNmnWFMhhBBCCCGEEOLRFC1alLCwMMaPH8/atWvZunUrOp2OMWPG0KtXL7y9vYG7k7ymTp1K0aJF2bdvH5cuXaJ8+fIsWrSIhQsXkp6ergWrTSYTVapUoWjRoi7vpSgKuXPnZtGiRaxatYodO3awfv16PD09KVq0KM888wxwd23yMWPGUKFCBdauXcumTZvw8/PjnXfeoVu3bgQFBWnllShRgtWrV/PJJ5/w008/4evrS0REBGXKlGH8+PEu2+bJk4dFixaxfv16tm3bxsaNG9HpdPj7+9OgQQO3+t4rNDSUGjVq4O/v77L/nnvuOXbt2qXdP/D396dChQq8/vrrhIWF4efnp+2bUqVKER4ezqVLlzh37hwAhQsXZtmyZTRp0sQtmC+EEEL83SjqY+Y3UVWVQ4cOMWrUKE6dOoXZbM4xVUqfPn34+OOP/3BFf096ejpLly6lf//+MiNOCPHEJaZbOBaZ6PZ4yWBfiubxcXv8ekIGF2JT/4qqiT+BSa+jZoncmAyuP+jsDpVDlxPItLqvX5sTL6OemiVyo9c9mX7p+PHjxMXFaSPeH4aqquzZs4cxY8bw22+/YbFYcuyvR44cyaRJk55IPR8kIyODJUuWSH8thPhTPGp/HXUng/O3pL/+X2XUK9Qqkcetv45LzeJEVPJDl1Msjw8lgv942lGnkydPcuvWLZo0afLEyhRCCCGEO1VVsVgs2Gw2vLy8gLtp1eFu9rScfnOqqkpWVhaqqmrbZGZmAuDl5YWiKDgcDjIyMjAYDHh4eNy3HKvVitVqRafTadtl31ZVVWw2GxaLBYPBgMlkuu/vYLvdjtlsRq/XYzKZsNvtZGZm4uXlhcHgOrcte7mKomAwGLT1vx/EYrFgNptdyszKysJqtWrbONPOP6iu2T873N3XkqVOCCHE/4rHnjGenJzM66+/TmJiImPHjqV8+fKYTCa37QoWLPiHKiiEEEKIxxcXF8fQoUMBmDBhAmXKlMFoNLpt93sjy4UQQgghhBBCiL8TRVHw8PBwSd/tDJA/6DX3buOcVe6k0+l+d61uRVEwmUw53g/Pvo3RaMzxN/i99Hq9Sz0MBgN+fn5/uNzscqqvp6cnnp6ej1TOw3x2IYQQ4u/qsQPj0dHRXLx4ka+++oqmTZvKiDAhhBDib+jy5cvcunWLjRs3Urt2bemvhRBCCCGEEEIIIYQQQvwrPfaiH87RdaVKlZKb7EIIIcTflHO9sSJFikh/LYQQQgghhBBCCCGEEOJf67ED4wUKFKBYsWIcPXo0x7VKhRBCCPH0FS9enFy5cnH69Gnpr4UQQgghhBBCCCGEEEL8az12KvWAgACGDBnCjBkzsFqt1KpVy209Fri7RktAQMAfqqQQQgghHk/u3LkZOHAgEyZMIC0tjWrVquW4fpivr+991y8TQgghhBBCCCGEEEIIIf7XPXZg3Gq1sm7dOk6fPk2PHj3InTs3JpPJZRtFUYiIiOD999//wxUVQgghxKPLzMxk/fr1HD9+nIiICHLnzo3RaHTZRlEUBgwYwOjRo59SLYUQQgghhBBCCCGEEEKIP9djB8Z1Oh1169YlJCTkgdtVqlTpcd9CCCGEEH+QXq+nfv36lChR4oHblS9f/i+qkRBCCCGEEEIIIYQQQgjx13vswLher2fw4MFPsi5CCCGEeMI8PDwYMWLE066GEEIIIYQQQgghhBBCCPFUPXZgXFGUJ1kPIYQQQvwJpL8WQgghhBBCCCGEEEIIIf5AYNzhcHDu3DlSUlIeuF2+fPkoXrz4476NEEIIIf4Au93O2bNnSUtLe+B2oaGhFC5c+C+qlRBCCCGEEEIIIYQQQgjx13rswLjVamXkyJH88MMPD9yuV69ezJ49+3HfRgghhBB/QGZmJkOGDOHYsWMP3G7EiBFMnDjxL6qVEEIIIYQQQgghhBBCCPHXeuzAuMFgYNiwYXTu3NnlcZvNxvnz51m7di116tShU6dOf7iSQgghhHg8Hh4evPnmm8THx7s8brVaOXPmDBs2bKBx48a0bt36KdVQCCGEEEIIIYQQQgghhPjzPXZgXK/X06xZsxyfczgctGnThtdff52goKDHrpwQQggh/hij0UjLli1zfM7hcNCiRQvGjRtHrly5/uKaCSGEEEIIIYQQQgghhBB/Hd2fUqhOR7Vq1ShUqBCbN2/+M95CCCGEEH+QTqejdu3a+Pv7s2vXrqddHSGEEEIIIYQQQgghhBDiT/OnBMazi4mJ+bPfQgghhBB/kPTXQgghhBBCCCGEEEIIIf7JHjswrqoqZrOZzMxMt39xcXGsW7eOAwcOULp06SdZXyGEEEI8gvv11xkZGcTGxvL1119z7NgxSpUq9bSrKoQQQgghhBDiKVFVFYfDgaqqT+W97Xb7U3v/f5sHHWuHw4HD4XgKtcrZ02yXQggh/pkee41xq9VKnz59OHLkiNtzWVlZ3L59m6pVq9K2bds/Uj8hhBBC/AEZGRn06NGDU6dOuT2XmZnJ7du3qVu3Lk2bNn0KtRNCCCGEEEIIcT+pqamcPHmSQoUKUbhwYQAsFgsnT56kXLly+Pj4PLH3OnToEKdOnaJPnz5PrMyHkZmZyapVqzh16hS1a9emXbt22nOqqpKVlYXJZEKv1/+l9fozOAeux8fHc+PGDfLkyUOJEiVQFAWAq1evEhUVhaqqKIqCqqr4+fnx3HPPodPpsFqtREZGcufOHQoVKkT+/PnR6XSoqkpSUhK3bt0iKSmJfPnyUahQIYxGY471+Pnnn7ly5QpdunRxe27Pnj3ExMTQrVu3P3VfPAxVVTl8+DAnT56kZ8+eT6QNJCQkcPbsWS3QrigKVapUwcfHB1VVSU5OJjY2lri4OCpWrIi/v3+O5dhsNk6dOkVKSop2rBRFoXDhwhQtWhRVVbFYLFy5coX09HSKFy9OUFCQdqyFEEI8PY8dGFcUheLFi5OVleX2uJ+fH9WqVaN169aEhIT84UoKIcTvUVWV1CwbjntGkOoUBT9Pg1x4in8tnU5HiRIl3B5XFIWAgACef/55WrduTe7cuZ9C7YQQ/zbSXwshhBBCPLwLFy7QoUMHatSowVdffYWPjw/Jycn06dOH5cuXU758+Sf6Xt99991fGhhXVZV9+/bxxRdf8Pbbb7tlMsvIyODNN99k2LBhlClT5i+r159p/fr1rFmzhuvXrxMeHs6MGTO0a+AzZ86wc+dO4O6+OXDgAKVKleLrr78mKyuLiRMncvToUYoUKcLVq1cZMWIELVu2JCsriz59+pCZmUloaCgXL16kbt26jB07Fk9PT7c6XLp0iUOHDuUYGD99+jRnzpz5WwTG4W5dd+/ezWuvvfZEAuOHDx9mxIgRNGzYEJ1Oh16vp1SpUvj4+JCens64ceOIiYnhyJEjrF27lho1auRYjs1mY/fu3URGRgJ3Jwp+8803vP/++/Ts2ZPMzEzeeecdzp49S65cuUhISODDDz+kbNmy8ptHCCGesscOjBsMBsaPH//AbeQkL4T4q6gqnIlOJt1id3nc18PA88VzIWcj8W/l6enJ+++//8BtpL8WQvxVVOBMTDLpZumvhRBCCCF+j8PhwMvLi2vXrrF9+3bat2+vzaJ2ppc+f/48+fLlIygoCFVViYqKQq/XExoaSnx8PImJiQQHB3P9+nXy5s1Lvnz5SE1NJTIykqCgIAoUKIBO99/VNlNSUoiMjCRXrlyEhIRowUi73U5cXBw3b94kT548FChQAL1eT2ZmJpcvX6ZYsWLcuHEDLy8vChUq5PI7U1VVUlJSuH79OkajkcKFC+Pl5cXt27fZu3cvuXLlIjAwkFy5cmmvU1WVq1evcuDAAZ5//nmSkpIoU6YMZrOZtLQ08uTJQ2RkJEWKFMHLy4u4uDji4uLw9vamUKFCeHp6ajN509PTiYqKwmazERoaSlBQEHB3tnpUVBQWi4UiRYrg5+eHoihYrVaio6O5c+cOuXPnJn/+/JhMpify27l169a0a9eO//znP6Smpro817JlS1q2bAlAUlISTZo0oU2bNuj1eg4cOMDWrVvZtGkTRYoU4bvvvuOdd96hZs2aBAYG8s4771C6dGk8PT05f/487du3p0WLFtSsWfOx6pmYmKi1GefMdIfDQXJyMrdu3cJsNlOwYEFy586NoiikpaURGRlJ0aJFiYyMJDAwkJCQEDIzM7l+/ToWi4UCBQpoxzg9PZ3r16/jcDgoUqQIvr6+2vFKSkrS3vveFOo2m42YmBgSEhIICQkhODhYq1t8fDzR0dF4eXkRGhqqlZmd3W6nSJEiTJkyBU9PTwyG/4ZHvL29mTRpEna7nbp16z4wpbyHhwcjRozQ/j5w4AD79u2jXr16AHz//ff89NNPbNiwgdy5c/Of//yHadOmsWDBgvvO5BdCCPHX+EMzxp1UVdXW+1AUxeViSggh/iqy2pAQ7rLfVHD+1263o9PppL8WQvxtqNKLCyGEEELkKCAggD59+vDpp5/SsGFDl+ccDgdjx46ld+/etGjRAoD58+cTGBjIm2++ya5du1i0aBHPPPMMiYmJXLt2jTfffJPvvvuOpKQkLly4wAcffEDdunUBiImJYcyYMaSnp3Pp0iX69+9PREQEDoeDRYsW8fXXX1O4cGFu3rxJu3bt6Nu3L5GRkbz22mvUq1eP+Ph4XnjhBXr37u3yW/T06dO8+eab+Pv7Yzab8fb2ZtasWVy8eJGDBw9y+/Ztli1bRp8+fciVK5f2+Y4cOUJcXBybN2/m559/ZtCgQRw6dIj169dTtGhR0tLSGDJkCImJiXzxxRf4+voSGxtLvnz5mDVrFgEBAZw7d44xY8ag0+nw9/fH19eXKVOmkJKSwptvvklGRgbe3t5kZGQwY8YMihcvzocffsiOHTsoUqQIaWlpRERE0Lp1a5d9r6oqaWlpZGZm5njcvL298fHxcbmHrigKvr6+9w24Zt/20KFDZGZm0rBhQxRF4erVq4SEhGhB6rJlyxIXF8f58+epXbs2zz33nPbawMBAdDrdfev2e65cucLo0aO1QQ+jRo2idevWJCUlMXbsWDIyMrDZbNy6dYt33nmHevXq8dtvvzFo0CDq1KlDfHw8TZs2pXr16owZMwar1UpQUBAGg4Hp06eTkpLC8OHDgbtZ7sxmM7NmzaJkyZKcPXuW119/naCgILy9vV1miWdlZTF9+nT27t1LoUKFiI6OZsCAAbRt25b9+/czfvx4ChcujMPhoFSpUowdOxaTyeS2jy9evMjAgQPR6/W0adOGVq1aYTQa0el0BAYGkpSU9Lv7KPuxcjgcrF27lhdeeEFb8mD37t3UqFFDC9y3bNmS3r17k5KSIhn7hBDiKXvswDigjUJcvXo1e/fuJS4uDk9PTypWrEjHjh2pVauWjIASQgghnjJVVbly5QqrV6/mwIEDJCQk4O3tTaVKlXj55ZepVq2ayyhpIYQQQgghhBB/Hy+++CLbtm1j3bp1vPjiiy7PZWZmYrPZtL/NZjMWiwVAm/k8b948ihQpwvvvv8+4ceNYvXo1JUuWZPbs2SxevJgXXngBgNjYWIYOHUqpUqXYt28fI0eOpGHDhty+fZu5c+eyePFinnvuOS5fvsyrr75KgwYNcDgc3Lp1i9q1a/Piiy9qE6ecrFYr77//Pi+88AKjR4/GbDYzYMAAFixYwDvvvEOnTp349ddfmTNnjtvv0vbt27NgwQJGjx5N1apVURSFAwcOcP36debOnasFIbOysnj22WdJSEjgzp07jB07lgMHDtC0aVPGjx9P1apVGTVqFEajkczMTEwmE++++y6BgYF88cUXmEwmZs2axaxZs5g0aRLr1q1j+vTpvPDCCzgcDqxWq9sxUVWVr776il27duV4zNq1a8crr7zyGEf77qzolStX0qxZM4KDgwEoXbo0UVFRXLx4kZIlS3L48GFtBn92FouFhQsXEhISQqVKlR7r/W/fvs3nn39O4cKF2bJlC1OmTKFOnToEBATw3nvvkZycTHJyMlu2bGHu3LnUqVMHu91OdHQ0LVq0oF69elitVvr370/x4sWZOHEiJpOJzMxMPD09ee+99wgODmbWrFnodDreeecdpk2bxieffKLt97fffhuz2Uzv3r21Qf27du1iy5YtrF69moIFC/Lzzz8zatQoateuzYYNGwgPD2fcuHHo9XoyMjJyvM9RsWJFlixZQu7cublw4QLvvvsuNpuNl1566YEZAex2u/Y90+l0GAz/XQbq1q1b7N69m5kzZ6LX61FVlZiYGCpXrqxtExgYSFZW1mMPVhBCCPHkPPZdcFVVOXHiBK+99hoXLlygQIEC+Pv7k5aWxldffcWKFSsYN24cQ4cOfaib7femRbl3Rvr9nhNCCCHE/amqyqFDh+jVqxeRkZEUKFAAPz8/YmNjWbJkCcuXL2fSpEn07t37odfryt4vS38thBBCCCGEEH8uHx8fBg8ezH/+85/7rnl8P6VLl6ZYsWLodDpKly5NgQIFKFGiBDqdjjJlyrB7925tBnPZsmUpXbo0Op2OKlWqoCgKUVFRnD59GqPRyMWLF7l69So2mw2Hw8GZM2coW7YsQUFB1K5dO8d7wKmpqZw9e5aRI0diMpkwmUw0bdqUNWvWYLVaURRFy0B67+xq59/3ZiitUKECxYoV01Jv7927l5kzZ5I3b158fX21gHFiYiLnzp1j/Pjx2lrbvr6+pKamcvDgQRo1asT27du137InTpwAoHbt2owbN44aNWoQHh5OeHi42+dSFIUOHTrQuHHjHPd7YGDgIx2n7CIjIzl06BBLly7VfqdXr16dLl268Prrr5M/f35sNhv58uXDw8NDe53NZmPx4sVs3ryZBQsWPHYdKlasSNGiRVEUhZo1a5KWlsbt27ex2+2MGDGChIQE8uXLR3x8PMnJyZjNZgCCg4OpXr06er2etLQ0zpw5Q69evfDy8gLu7vvMzExOnDjB4MGD8fb2Bu6mkB81ahTx8fGcP3+eXr16YTKZMBqNNGzYkD179mj3NgIDAzly5AhHjhwhKytLS/keFhbGlClTiImJoVatWjRr1gxfX1+3z1aoUCEKFSoE3G3vZ86cYd26dbRp08Ztdnl2J0+eZO7cudhsNp577jltxruqquzevRt/f39q1KihtUmDwYDd/t/lo5zfMcncJ4QQT99jB8azsrIYN24cZrOZr776irp16+Ln54fNZuPy5cvMnDmTKVOmULduXapXr/675dlsNtauXUtaWhpdu3bVOkxVVYmMjGTfvn1YLBZq1qxJ+fLlpRMRQgghHkJaWhpjxozBw8ODtWvXUqNGDXx9fbFarVy4cIEpU6YwceJE6tSpQ/ny5X+3PLPZzKpVq7DZbHTv3l278aGqKpcvX+bAgQM4HA5q166t3VARQgghhBBCCPHH1KtXjyVLlrB06VKXQcl6vR6r1ao9lpKSoq2hDWA0GrUAs06nw8PDwyUY7VwiE+7ONnY4HNqazQ6HA4PBgNFoJCsri99++037jdeyZUtKliwJgMlkuu9Aa51Op70e7v52zMzMdKnXo/Ly8tJem5GRwUcffcSgQYNo06YNVquVV155BVVV0ev1GAwGMjMzUVXVJdBuNBqJiYnRAuYA3bp1w9vbm/fff59Tp05x9OhRZs6cyd69e5k2bZrbwPB169Y98Rnjqqry7bffUrRoUSpWrKg9bjKZGDt2LL169SIjI4OsrCw6d+5M6dKlgf8GxRcvXswnn3zCs88++9j719kO9Hq9Nktar9ezfft20tLSWLVqFd7e3nzzzTfMnj1be52np6fWDvR6PXq9nqysLJd9n709OB/PysrCaDRiMBjQ6/WYzWatTWafYW00GklNTeXcuXPaY126dCFfvnxUqVKFihUr8ssvv7B9+3aWLVvG2rVryZMnzwM/q7e3NxaLxW2g/71KlizJyJEjUVXVJeCelZXFqlWraNeuHQEBAcDd9lWyZEmuXr2K3W7HYDAQExNDYGCgNhhACCHE0/PYgfGYmBiOHj3KggULePHFF7XOzWQyUaFCBWbMmMHp06f57rvvfjcwrqoqe/bsYeTIkXh4eNC+fXu8vLxQVZVTp07RrVs3zGYzHh4eTJkyhU8++YRmzZrJTDQhhBDid1y7do2zZ8+ycuVK6tev79JfV6pUidmzZ9OoUSP279//u4FxVVXZunUro0aNIiAggC5dumAwGFBVlcOHD9OjRw/t5soHH3zA559/TlhYmPTXQgghxP8os9lMTEwMkZGRpKSkULduXZdgS05sNhsXLlzg2rVrhIaGUq5cuQfOwBJCCPFwPD09GTp0KF27diU5ORm4G4Bzpj2vW7cu169f5+eff6ZIkSKP9R7nz59nz549VK5cmU2bNuHr60uxYsUIDAwkd+7cvPDCC1SpUgWHw0FCQgKFChUiMjLygWX6+/tTu3ZtvvzyS4oWLUpmZiZr166lffv2v7sEp16vx9PTk+joaEqWLImPj4/bNs7foM7Zy0eOHOHXX3+lefPmBAUFERYWxrx58xg/fjze3t4kJycTGhpKy5YtuXr1Kt26dcPf35/MzEyysrLQ6XRcvXqVwoULU6xYMdLS0vjxxx9zzJDWtWtXXnrppRzr7pz0dS+LxUJ6erqW8j45ORlvb29t5nd6ejrr16+na9euLkF7u91OZGQk/v7+eHh4MHv2bOrVq0exYsWw2+0sXbqUuXPnMmvWLEqUKEFKSgpeXl6P1QcfP36cn376ibJly2ppywsUKIBeryc9PZ2kpCTi4+NZvXq1y6zo7Ly9vWnQoAGLFi2iZMmS+Pn5kZSURKFChWjQoAErV66kVq1a6PV6lixZQoMGDciVKxcvvPACX331Fc888wzp6els3bqVXLlyoSgKjRs3Zt++fbRo0YJixYphtVpJSkoiODiYyMhIvL29ady4MaGhoQwYMIC0tDSXwLiqqly7dg2TyYSXl5e2RGxERAQmkwlVVUlPTyclJQWHw0FaWhopKSn4+vri5+dHuXLlXD6jqqr89ttvXLx4kRkzZrjc+2jRogX9+/fn2LFjFCxYkCVLltCsWTP8/Pwe+XgIIYR4sh47MJ6amoqqqpQvX97threiKAQEBFC6dGliY2MfWI6qqsTHx/PRRx/RpUsXNm7cqD1nt9v58MMPCQkJYcmSJXh5eTFmzBjef/99wsLCcrwYEkIIIcR/3blzB29vb0qVKpVjf50rVy5KlCjxUP11TEwM8+bNo0uXLmzdulV7zmazMW3aNMqVK8eCBQvQ6/UMGzaMKVOmUKNGDZcf80IIIYT43/HTTz/x6quvYrfbsVqtbNu2japVq953e6vVyuzZs5k9ezY+Pj6kpaXRo0cP3n33XZdUr0IIIR6Oh4cHhQsX1mbhVqtWjbZt27Jjxw5t5vfAgQN5++236d+/P2XKlKFx48bkypULuBuUDgkJ0crz8/Nz+dvb25sCBQqgKAr+/v7Ur1+fH374gfnz52O32/nggw8ICgoiKCiIyZMnM3/+fObPn49OpyMgIIBJkyZhMplc6ngvvV7P2LFjmTx5MgMHDkRVVcLCwujatSsAAQEB2jra9/Ly8qJHjx7Mnz+fZcuW8fbbbxMQEEC+fPlcthk1ahTTp0/n+++/p1SpUrRs2ZKAgABt/erp06czePBgPD09KVKkCOPHj2fw4MF89tlnjBgxAr1ej06no1GjRrz88st8/vnnXL9+HYfDgdFoZMyYMW7Z0BRFwcfH55HvT//www/MmzeP6OhoHA4Hffr0oVevXjRv3lzLxObh4UGzZs1cXme32/nyyy+5cOECVquVChUqMHz4cEwmE0lJSaxcuRIvLy8+/fRTbb8PHTqU2rVrP1L9AgMDadiwIVu3bmX27NnodDqmTp2Kj48PzZs358CBAwwYMIDg4GDq1KnDTz/9hKIoeHp6UrBgQZdZ+SNHjuTDDz9k6NCheHp6EhISwnvvvUffvn1JSUlh6NChKIpC6dKlGT58OHq9njfeeIOJEyfSv39/8ufPT/369YmNjUVRFGrUqMHw4cP54IMPtMwGhQsXZty4cezZs4edO3dqa4EPHz6cggULun2+ffv2sX37dmw2G1lZWbRr147XXnsNRVGwWCx8+OGH/PLLLxiNRj788EMKFCjA+++/f982+vPPP9OgQQNKlCjh8njVqlUZPnw4kydPRqfTUaxYMe0zCiGEeLoU9ffyhNzH1atXeeGFF5g7dy7t27d3SyUTFxdH06ZN6dKlC6NGjbpvOXa7nalTp5KWlkbVqlUZPXo0P//8M7lz5+bOnTu88MILjBs3joiICAAOHz5Mx44d2bZtm8vMtvT0dJYuXUr//v1lZpoQ/0IOh8qhKwlkWFxHqvp6GHi+eC50f/C8kJhu4VhkotvjJYN9KZrH/UfQ9YQMLsSm/qH3FE+PSa+jZoncmAyuP3ztDpVDlxPItOY8IvpeXkY9NUvkRq97Mv3S8ePHiYuLu+8aZjk5ffo0DRo0YNmyZTRp0sStv46OjqZRo0YMHz6cfv363bccm83GO++8g6+vLwULFuT999/n+PHjeHl5ER0dTXh4ODNnzqR169YA7N69m969e/Pdd9+5/EDMyMhgyZIl0l8L8S/lUFV+vpJAutn1POrjoadG8dx/eX8ddSeD87ekv/5fZdQr1CqRx62/jkvN4kRU8kOXUyyPDyWC3degfFwnT57k1q1bNGnS5ImV+bTcunWL69evk56eTo8ePVi7di3VqlW77/a//vorL774IuPHj6dVq1bs37+f4cOH8/XXX+e4PqsQQogHs1qtpKamEhgYqKU9z8zMJD09naCgIC2Dl9lsJj09HX9/f8xmsxa0zcrKwmw24+/vr6Wszv632WwmMzOTgIAAzGYzZrMZHx8fUlJS8PT0dElZrqqqVh+dToefnx96vR673U5KSopWx/ux2WykpKSg0+nw9/fXPk9WVhZWqxU/P78cfyM6HA5SU1Mxm80EBATgcDiwWq34+/tr2zhn+losFvz9/cnIyMBoNGqzth0OhzYL2N/fH71er60FnZaWhtlsxsvLC29vbxRFwW63k5qais1mw8/PD5PJ9MR+v2ZmZpKa6nr96evri7e3N6qqajPKg4KC3N7TZrO57H/n/nY4HCQmJrrN3vb3989xoPry5cs5dOgQH3/8sdt7ZGRkYLfb8fT0JCUlBR8fH20Qhqqq2nH08vLCYDCQnp5OYGAgNpuNtLQ0AgMDXcrMvu/9/Py0LAHOx1VV1Y6Jk9VqJSUlRTse2duss82kp6djNBrx9fVFr9ejqioZGRlkZmbi6emJj49Pjscs+3YeHh74+vq6tPHk5GQsFou2vU6nIygoKMeAtqqq2vHI6f2c7ctqtRIQECBBcSGE+Jt47BnjISEh1KpVi9GjR2OxWAgPDycoKAiz2czFixeZOXMmMTExD7x5r6oqx48fZ//+/SxatIgjR464PH/nzh0sFgtFihTROpZChQphtVpJSEjQyrBYLNpaMUII8UfcXVsr58eF+F9UtGhRnnvuOUaMGMF7773HCy+8QEBAgLY+3NSpU0lPT6devXr3LUNVVX766SdOnjzJ4sWL2bFjh8vzCQkJ2Gw2Chcu7NJf22w2EhISKFGihNZfZ2Rk4HA4/syPLIT4F7hvf/3XV0WIf7T8+fOTP39+zp49+7sBAecSaaGhoXTp0gVfX19at27N4sWL2b59uyyvIoQQj8FoNGqzv+HuLFxvb2+XdYqds3WdAdDs6cmzP57T3x4eHlpGj+zPZX/P7O9jMpnInTu3y+MGgyHH7e+V03aKouDl5XXftOOANjs9u3u3VxTFZd3n7EFzZxmBgYFuZSuKgp+fn1t6a71en+P2T8KDPq+iKC7H5F4GgyHHJU10Op3bcXlc2dvWvWU612bP/rgzVbvRaLxv3XLal/d73FlW9vfI3mbv12Yedgb/g7ZTFOWRjrsz08KDnpfU6UII8ffz2IFxDw8PJk2aRM+ePenZsyd58uTBx8cHm81GXFwcHh4eTJw4kYoVK963jLS0NKZNm0a/fv0oUKCA2/M2mw1VVTEY/ltN58WdzWYD7o4u27t3L7/99hsZGRmP+3GEEAKAhDRLjjO9HRIYF/+jfHx8+OCDD+jVqxcREREEBwfj7e2NxWIhLi4OX19fpk6dSqlSpe5bRlJSEjNnzmTYsGEu63M52e32HPtrVVW1EeuqqrJv3z5+++030tLSnvwHFUL8q0h/LcTfj8Ph4MqVKxQrVky72ezp6UmpUqW4cuUKdrtdm9no/CeBciGEEOKvlzdvXooXL671x0IIIcTfjaIof9rvxccOjCuKQrly5diwYQPffPMNe/fu5fbt23h5edGpUyfatWtH5cqV75siRFVVtm3bxvnz50lJSWHlypUcPXqUtLQ0Nm7cSIsWLbRUKMnJydqP5qSkJHQ6nTYKUKfT0aRJE2rXrs2yZcse9+MIIQQANofDLR27EP/LFEWhcuXKbN68mY0bN3LgwAEtIF6pUiXat2/Ps88+e9+Ud6qqsm7dOm7evMmtW7dYuXIlBw8eJDU1lXXr1tGsWTN8fHzQ6XQkJSVpP6qTkpLQ6/XajXFFUWjcuDG1a9dm6dKlf9nnF0L8M9kcqvTXQvwNZWVluc1i9PLywmw2axljLl26xPbt24mJiSFPnjwuMxuFEEII8eez2Ww4HI4cU6kLIYQQT5Pdbidv3ry88sorf7/AONz9kRsSEkLfvn3p27ev24jv36t0ZmYmdrudWbNmAZCSkkJiYiIff/wxZcuWpWrVqoSEhHDgwAEaN26MTqfj0KFD+Pj4ULBgQZf3kE5cCCGEyJmiKBQsWJBBgwYxaNCgR+6vs7KyyMzMZMaMGcDdoHdCQgKzZs3i2WefpXjx4uTKlYuffvqJ2rVroygKBw8exM/Pj9DQUJf3kP5aCCGE+GvEx8cDd9PhPmjN1yfFmU706tWr2mMOh4Pk5GR8fX21zDIlSpSgf//+LF68mHbt2v1pqWqFEEIIIYQQQvxvyczMZOnSpX/qPeTHDozbbDaOHj2KyWSiUqVK6HQ6raKqqhIbG8upU6eoWrXqfdeZ6dy5M23bttX+/vbbbxk3bhwbN26kYMGC6PV6unfvzsSJE/Hz88Pf35+PPvqI1q1bky9fvsetuhBCCPGvYbVaOXz4MH5+flSoUMGtv46Ojua3336jevXqbuu2OfXu3Ztu3bppf69atYrp06ezbds2cufOjU6nIyIigjlz5mAwGDAajcyZM4dXX301xzXGhBBCCPHn27JlCzNnzqRDhw60b9+esmXLYjQan+gNhuzpV51Z5Xbt2kV8fDx58uQhNTWVU6dO0apVK+19ndciOp0OvV7vshSLEEIIIYQQQoh/L4PB8KdPrHrsYeMJCQl0796d7777LsfnU1JS6NGjB1u3bs3xeUVR8PDwICAgQPsXHBxMyZIlCQwM1D58165deeONN9i0aROLFi2ibdu2jB079i8Z8S6E+N+nqio2uwNrDv9kHSXxb3Dr1i26dOnCTz/9lONFRXx8PBEREezbty/H1yuKgqenp9ZX+/v7kz9/fkqUKEFAQIDWX/ft25f+/fuzevVqli9fTrdu3Rg2bJjMEBdCPBRVJce+WvprIR5fxYoVKVq0KB999BH169enU6dOrF69mri4OC2t+e/JyMjg2LFjnDp1CrPZzJkzZzh69CipqakAXL9+nbFjx3L79m0URaFRo0aYzWYmTpzIvn37mDp1Kjdu3ODFF1+UawIhhBBCCCGEEE/dYw/NTkpKIjExUUtxnp2iKBQuXJiKFSvy22+/PXSZYWFhVKtWDX9/f+0xLy8vhg0bRq9evVBVVVt3XAghHkaGxc6hy3fgnvtwHgYdVYsEYdDLDTrxzxYbG4vFYqF+/fpuN6QVRaFUqVKULl2aCxcuPHSZTZs2JSwsDA8PD60cX19f3nrrLS1Vu/TXQohHkWmx87P010I8UZUrV2b16tWcOXOGtWvXsmHDBnr06EGxYsVo164dHTp04JlnnsFkMgE5L3cSGRlJr169SE5Oxm63M378ePz8/FiyZAlVqlQhPj6eNWvW0KtXL/Lly0eRIkWYNWsWEydOZPv27fj5+TF16lTKlSv3V398IYQQQgghhBDCzWMHxjMyMtDr9fdNu6rX68mVK5c2kvxhmEwm7Ud5djqdziVYLoQQD0sFLHb3GTFye138W6SlpeHl5YWPj0+OzxsMhkfqr50ZX5xB8eykvxZCPK4H9dcyX1yIx6MoCl5eXlStWpUqVaowYsQIvv/+e7766ivmzp3L3LlzqVOnDl26dKFx48bkyZPHbdB78eLFWbduHXa7XQucK4pCaGgoAOXLl2fHjh0UKlQIuHst0LJlS8LCwkhISCAoKIiAgACZLS6EEEIIIYQQ4m/hsfORO298X7p0Kcf0hhkZGVy6dIm8efM+fu2EEEII8Yfkzp2b9PR0rl+/nmN/nZqaypUrV6S/FkIIIf6hnOt5582bl/bt2zN27Fjq1KlDSkoK3333Hb1796ZBgwZ88cUXmM1ml9d6eHhQokQJSpcuTalSpShVqhQlS5bEy8sLAE9PT0qUKOEywF1RFPz9/SlWrBiBgYESFBdCCCGEEEII8bfx2IHxkJAQnn32WSZPnsylS5ew2WyoqorD4SA1NZVPPvmEixcvUq9evSdYXSGEEEI8isKFC1OiRAnee+89IiMjXfrrpKQkZs2aRWxsLC+88MLTrqoQQgghnjBVVbHb7dy+fZuvv/6aDh060KpVK44fP07Pnj3ZvHkzixcvplChQowcOZL169c/7SoLIYQQQgghhBB/msdOpe7l5cXo0aPp1q0bjRs3pn79+hQsWJD09HQOHz6s/dCuXr36k6yvEEIIIR6Bv78/Y8aMoXfv3jRq1Ij69esTEhJCSkoKBw8e5MyZMwwdOpRnn332aVdVCCGEEE+Q2WzmzJkzrF69mo0bNxIdHU3ZsmV5++23adOmDUWKFMFgMKCqKs2aNaNz587s3r2bLl26PO2qCyGEEEIIIYQQf4rHDowrikK9evX4+uuvmTlzJjt37iQpKQmTyUSxYsWYNGkSvXr1ynHNcCGEEEL8NRRFoWXLlixfvpwPP/yQLVu2kJKSoqU+nTFjBt27d8dgeOxLAiGEEEL8DW3evJm+fftiNBpp0KABM2fOpE6dOvj7+7ukN3emPq9cuTJpaWlPscZCCCGEEEIIIcSf6w/dBdfr9YSFhVGzZk1u375NRkYGBoOB3LlzExAQACDriQkhhBBPmV6vp3HjxoSFhWn9tclkIk+ePPj5+UlfLYQQQvwD+fj48Prrr9OxY0dKliyJwWC4b5+vKApvvvkmDofjL66lEEIIIYQQQgjx1/nD08MURcHDw4NChQo9ifoIIYQQ4k+gKAqenp4ULlz4aVdFCCGEEH8yVVVp3LgxjRs3Rq/XuwXEVVVFVVXg7jWCoigEBQU9jaoKIYQQQgghhBB/Gd3TroAQQgghhBBCCCGerB07djB69Gji4+PdnsvMzGTy5MksXrxYZokLIYQQQggh/qc4B/o+yj8hnGRBUSGE+ANup2SRYbG5PZ5utj+F2gghhBAiJ9Jfi38bVVX5+uuvSU1N1ZY5y87T05PU1FS+/PJLXn75ZXx8fJ5CLYUQQgghhBDi8Xy69zKRCekujzlU0N2zepQCDKhfkqK55TePuEsC40II8QekZNlIyXK/0S6EEEKIvw/pr8W/jaqqREVF0axZM4xGo9vzOp2O2rVrs379eqxW61OooRBCCCGEEEI8vgZlg0kz//d3fqbFxpRtvzGicWkCvU3a4wqQx8fjKdRQ/F1JYFwIIYQQQgghhPiH+b0U6aqqYrfbJa2gEH8jWVY7l26nofJw38uiuX3w83Qf/CKEEEII8U9XNr8fdodKls1BaqaVqMQMFMCgU8jr60GgtxEvkx6T/u6K0qqqoijKgwsV/woSGBdCCCGEEEIIIf5BFEWhTJky7N69m8GDB+Pn5+fyvMViYfv27RQpUgQPD5k9IcTfRVKGlUU/XsVm/29g3O5wcORaIpUKBeJp1LtsP7BeCcqGSGBcCCGEEP98d9cKhyybnaQMK4npFlKzbGRa7XcD5FY7DgekZtm4dDsNRQFPgx5vDz2B3kaCvE34ehjQ/3+udQmS/3tJYFwIIYQQQgghhPgHURSFDh06EBERwVtvvcXgwYMpUKAAiqKQkJDAsmXLWLVqFZMmTcLLy+tpV1cIwd2bvfn8PZjR8TkcDhWzzUFyppWbSZlcS8jglRqFKZHXlyBvIx5GPXqdgoLMfhJCCCHEP5eqqjhUSMm0kphhITnTSmqmDYvdQVxqFmbbf7NkWWwOzDY7N5My8cg2mFAB8vp54GUy4G3SE+Bl1ALlJoNOrqP+hSQwLoQQQgghhBBC/IMoikLDhg0ZMWIEM2bMYPXq1YSGhqLT6bh16xYpKSlERETQvXt3uREkxFOiqncTpjtUFYvNQZbVTrrZTlqWjTSzjQyLDatdxWp34HCo3EmzYLOnYtApeHvo8TEZ8PM04O1hwMuox8OgQ/f/wXL5XgshhBDin+JOupmr8elkWu7ODFfVu9dRP1yK51ZylradXVWJT7Ow9fQtDLrs10IK7SqHkt+g//9rLDt30i3k8bNRIq8verls+teRwLgQQgghhBBCCPEPYzKZeOutt3jhhRfYtGkTFy5cwG63U716dVq2bEnjxo1ltrgQT4mqqtxONRObkkW62YbF5sDmULHaHCSkWVzWGLf9/+zx26lZZFhsLuUE+ZjwNOgx6BWMeh0+JgN5/EyEBHqh+4uC4w5V5UZihkv69wcJ8jER5G36k2slhBBCiH8CRVHI4+tBoLcJm13FbLOTabGTYbHTN6wE6WYbZpsDm/3uIMO5ey7Ts3YxvE16dIqCyaDDy6TH18OAj8fdGeOeRj1GvYJBp0PGEv47SWBcCCGEEEIIIYT4BzIajdSvX5/w8HBstrsBNb1ej16vlxmlQjxlOgUyLXbMVsfd2U9ASpaNdb/ewO74b5BZVeF2qpnNJ2/eM/sJ2lQKpXAub2x2FYfqQMEGmPgrv90Wm4NP91wmPs3s8vjF2DTyB3ji5+l667Ft5VBaVSzwF9ZQCCGEEP/LFEXBqFcw6sHLpCfQO1vmHYdKpvXumuNX4+6uK+5h0FE4tw95/Tzw8dBj0OlwXkLJbyABEhgXQgghhBBCCCH+sRRFQafTYTK5ztBUVdVlGyHEXyf77CeLzUGGxUZalo1gPw9GNC6NxfbfYLnN7uCj3Zfo+UJR/LyMAOj/fwaUn6cBP08jvp4GfEwGPAw6DHrlL/1Oexh0vN/+WZyT3O2qSprZxph1J2ldKZSw0nnxNOrQ/X+4Xk43QgghhHgSNvwSzc3kTO3vDIudpAwLB68kcCkuTXtcURTaVwklJECyZYm7JDAuhBBCCCGEEEL8w6iqyuXLl/nmm284ffo0GRkZbtsEBgYyY8YMfH19n0IN/50c6t01ox+WUa/7y1Jii7/Wf2c/6fDxMJDH924g3O5QyTDbSMq0EpdqJiHNggLodAoBXkby+nkQ5P1/7N13nFTV+cfxz73TZ7Y32KUXARHFhqKisURibyixm2I3lkRNokYT488EEzXW2Asae0wkkkSjscQWjQUFpSoddtm+Ozt97vn9MezIsIuiws6yfN958TLcOTP7zHD3njvnOec8XkI+N27bwrLyM7ll3ck1nau1mjuS1IfjtEWTtEVTrGiK8P6SZkqCmbiLAh78Hhc2mpgjsqnFk2k+WN5CyvnyPsbndrHT4BLctt0DkYmIbB7lBV1Ls1z6nTFdG1rgdel6J59TYlxERERERESkDzHG8O6773LSSSexevVqqqqqCIVCXdpVVlaSTqfzEOHWa3lThCufmZO7VTbQFktS6PeQM2RnwZWHjmVMdVFPhyl5YFkW6bRDYziOAbxum+piP87arUIL/R5qSgK4XRaxVJpYKk1ZyIvP7eqxGI0xJNIOkURnfc8UHfF0pr5nMk1q7XltOv8YiKfS1LWlqWuL4XHZ+NfW+Qx6XQS9mf8GvK61SX4lyUW+rlgyzQuf1BFPfd6vxxJpXl3YwMRhZRQHPdnjJQEPOwwoxq08kYhswb41qjLfIcgWSolxERERERERkT7EGMMdd9wBwF//+ld23nnnbuuKW5al1eI9bEBJgBu/u2N222msTDLjoidmce1R4yjye1i3QHRxwNPdy0gftaY9zhV/nZ1NMEMmuRzwuHjgzcVddg/46XfGsP3A4h6LryWS5JNVbcRTaTpDTKYdZsxaSXssldP20/owHYkUhb7cocedB5cyflAJQHYlfIHPxfYDS/B7ei7JL/JF0o7J2RXhi1gW2Fb+J3YUBTz84tBtMQaiyTT17XFWNEeYX9fOd7brz/YDi6ks8OH3utAUFBHZ0uX7mitbNiXGRURERERERPoQYwwLFizg5JNP5oADDtDAUS/idtlUFPiyfzdr6zHbQMjnprzAq3+vrVh1sZ97Tt11o9vbds+eK26XRcjnIm0MqbSDYzL1zncdUpazfbMx0BpNsuPAYmpKcut5loU+P/8tCzwui6DPrZIB0qvc9vIi3l3SlHMskXIwxuBbbwLHuAHF/PQ7o3syPODzcgaOySTyY8k07bEUjR1xWjqSJNIOjmMwBsKxFAvrwixtjFAa8lIe8lLod+Nzu3DZFp2XEvU/IiKyNVBiXERERERERKQPsSyLmpqajV7tJj1n3X+TeMqhNZpkSUMH7bEUH69sJdm/kNKgl4DHhaVExVbHsizcrt77713gc7P9wBKSaYdwPEVHLEVbLElRwEMi7ZBMOWu3UDcU+T0MLA0yvDKzK4Vtgcdl4/PYFPg8FPrdFPgzW6l7XLZWsEqvcuoeQ5i668Ds3x3H8Of3VtASTfL9PYfiWWcP8p4sZwCZ36+2WIrmjgQd8RTRZJpYMk0ynZmwsm7X72ST5wbHMcQSaVYnotS2RHG7bDwui4AnU84g6M1MzirwudXviIhIn6bEuIiIiIiIiEgfYlkWJ510Er///e855ZRTGDp0KLatQqL5sO6KvkTaIZpI0RZN0RJJ0B5LEU85xFNpDNAeSzFvdTtul0WBz01p0EtRwE3Q68bntrFtCwslyiV/LMvCZYHLduH3uCgPeYG153fKIZpM09yRoK4tBlZmRXhxwEO/Ih/FAQ8+jwuvy9akD+n1SoNejDGkjaGhPUFtW5TmjgSRRJqVLVGqiwNUF/vxuu0eP4+NgU/XhGnuSLDu9Lf2WJI//XcpidQ6uzcASxojTH9rCV7X5/cBBX4Pp0wcQtptE0s6NEeSWEBbzMe4mmL0qyny9X2dianqD0V6lhLjIiIiIiIiIn2IZVkMHz4cj8fDkUceyVFHHcXgwYO7JMeDwSDHHHMMPp9vA68kX5cxhpRjaAzHae5I0h5PEktkEoe1rdGcZEYy7RBPplnVEiXgzV15WFXoJ+Rz4XO7KPC5KQl6qCj04ctDMkZkfZZlYYzBtsDvsfF7bEqDHmpKApQEPAwuC7HT4BJc6235rnNXepvORFbaMWsnMaVpiyZp6kjQGk2SdgyOySSaw7EUi+JhVrdGKQ9lJn2EfC68bheedXZ82FznuWXBmOpCGsMJmiMJwrEUiZRDyOtm6q6DuqwYn/7WEo7acQClQW/2uG1nyhi4bQuv26bQ76Y05KWiwKekuMg39PfZq5m1rCXnWOev5fq/XjUlAb6311DtmiLSw5QYFxEREREREelj/ve///HOO+/gOA433HBDtyvG+/fvz0EHHaTE+GayvCnC0sYIaefzLEVzJMHMj1Znt7eFzGrbhnCC5z6uxZ2TQLQ4cscavO4AyXSKcDzFmvYYTR0JthtQTC/ecVu2ImnH8J+F9UQT6ewxAzR2JFi4pj2n9jjAqP6FbFNV2MNRinTPmEzCuzWapK4tRls0SSyZJpJIk0qvO4XJkEw7JNMOsWQasIgm0jS0J3DZFgGvC5/bpsDnprLQR0WhD7e9eZLjlmUR9LoJlLoYUBrI1hcPx1I0RzKJ/GgijWMyW8B7XDalQS8VhT5sC4JeN8VBD6VBDyGfm4DHlZ28okkrIt/ciMoCAp7PJzqmHcO/562htjXGCbsNwrPO7g1FAY+S4iJ5oMS4iIiIiIiISB9z2GGHMW7cuC9s4/F4KCz84gSVMYaWlhZisRjFxcUEAoEvHDg3xtDa2kokEsHv91NSUrLZtnFvjyWpb49vVFvbshhYGsDt6rkt5QeVBSkKeGiLJgnHU4RjKfoV+Tlzn+E57RIph1tfWsT39xxKyJc7TGPbFj63TcjnpsDnpijgoTjgwdYoqvQSjoFFa8K0RVM5xycMLSOWdJi7uj3neFnIxzZVPRmhyIYl04aFde2saY/nTGL6x+zVLKwL57RtiSZIG5i33jk9pCLIsTsPJO0YIok09e1xigIeRvUvpMi/+ep1W1amvIbtsvC4Mkn5fsV+kmmHcCxFQzhOXVumjwx4XQwpD2ZriLtdtkpziGwm21YXMaZ/Iam0obEjzqqWGOVBL+FYivKQj5oSPxWFvrWlRfQ7KJIPSoyLSK/lGAPdlGWxLN28y+ZlWDtz3Mk9AR1jujslRUS2auqvJZ+cbvvrPAXTy1RVVVFV9c2yT6lUigcffJA77riDlpYWRo0axW9+8xt23HHHbn+/E4kE9913H/feey9NTU0UFxdzwgkncOGFF+L3+79RLN2ZvaKVB95YnHMskkyzuL6DsTVFOStwgj43Vx+xHSXrbCW7OVmWhcdlUVHgozzkxZBZudcRT9EQTtAQjtMRT2XOV4u19ZittX8g4HFRFvJSWeij0O/B7bKy70fXVulNPC6LM/Ye/uUNRXoht8vKTmJqjSYJx1JEE2kOHlfN5LG5NxRvftpALJlm/zH9co677NxJTMVrJzCF1iuNsbk1R5JcM/OTtSvaM7fn8WSa2rYYT723nIKPP1+ZWhryctVhY/F7ejZGkb6mswyDYyCxtjRONJGmLZakuSNJRzyVuQc0JjPZNJKgLZok0BihNOilKFuKwcbntrEt7d4g0hOUGBeRXmthXTuN4UTOMbdtsePgUrxu3SDI5pNMO7y7tLnb7YziyXQ3R0VEtl4L68I0hnNXbKq/lp6QTBve66a/TiszntW5envhwoWsXr2abbbZhm233ZZ0Ok1LSws+n49QKLTBwbfXX3+dX/7yl5x99tnsuuuu3H333Zx//vn87W9/o6ysrEv7d955h6uvvprTTz+db33rW/zvf//j+uuvZ9y4cRx66KGb/P3tMaKciSPK177XzH3a24sbuf3lT/nVEdvRr8ifU9s4X1ekdVf1FQU8FAU8DCkP0hFPUR+Os7wxAoDHZVNT4qeqyE+R35OtVavBUenNdH7Klsy2LAr9bgr9bgaWBkg5JrNFejhOYzhORzxNyskktDwum5Rj8HsyqzxtC/zrTGIq8LvxrrMrSU//bhT63Zy774icUh0b4nbZOds5i8hX5xhDU0eCNW0x2mMp4imHVNrp9ruIWee/jslMlOyIp6AZXLaF27bxui0K/J5MOYYCX849rIhsWkqMi0ivFUs6RBK5SUi3bWVn44lsTtGEEuAiIhsjvrYO47rUX0tPUX+9Yel0mn/+859cffXVzJ8/n0QiwZVXXskVV1xBNBrlzDPPZOjQoVx33XW43V2HBowxPPnkk0yYMIFLL70Un8/HsGHDOOigg/jf//7H5MmTuwz6L1y4kP79+3PxxRdTWlrKHnvswXPPPcfcuXM3aWK88/qSdgzxlENHPFNXtaE9weqWGImUw7zV7dS1xqgo8FEU8BDwutYmLDLPzVcyz5CZhAng97oYVBqk0J9ZLbRtTSHVxQEsCwyGRDqTiNGw6NdT3x5nfm3bRrV12RY7DS7V6kmRTcwYQzJt2Ni911yW1aMlLyC3P/C4LDwBm0K/m8HlQSKJNE3hBLWtsWwbn9tFv2JfJhnu6z2TmDwum236fXF5lN7GMYZZy1qIJFJf3hioKQkwvLJgM0clsnGiiTQL69rpiOd+H3ltYQPzanNLLjR1xIkk0jSstwCsqtDHkTvW4BiHRBrC8TQtkQR+t01xD+1yJD3r64yT5Lt/6YuUGBcRERERERHpQ4wx/Pe//+XMM89kp5124oILLuCmm24inc4M3IVCIUaNGsVrr71GPB7vNjEej8eZN28eBxxwAD6fD8uyGDZsGJWVlcyfP5/Jkyd3ec748eNJJpO8+uqr7LHHHnz44Yc0Njay6667bpL35JjMSr6WSJKWaJL2WHLt6pzPB5g6/59jDM2RJM2RJJYFXpdNwOuiOOChJOjJrMh293yN1eVNEX7xzJycEgCOySRxL/vLbFzrxmLBlYeOZUx1UY/F15fUtsV4/uO6nGPNkQTvLW1m/zFV2e1KAXwem22ri5QYF9nEkmnDZX/5KCexbIBwPIXf3XXV8pE7DWDqroN6OMruuSyLQp+bAp+b/sV+3l7cSGM4wfaDiikOeDRpaRMwJrNFfWct9E7/W9LEgJIANSWBnON7jixXYlx6jaDXxY6DSlnTHmN1S4xIIlMiZ7uaIoaUB3PafrK6jdrWGPuNrmLdWz2vO3MN7Cyj07/YT78iP8EeLsUgPeetzxr5eNXGTdwsD3k5ascBKC++6SkxLiIiIiIiItKHGGN46KGHGDt2LA8//DClpaU8/PDD2ccty2LnnXfmqaeeIplMdvsayWSSSCRCSUlJNnHsdrspLCyktbW12+fssMMO/OhHP+Kcc87B5XKRTCa56KKL2HPPPbNtGhoaWLBgAcuXL/9K76e+Pc7ypgjtsRSptUnltmiSurZYTtvmSIKORIpFa8I5SQuXbTG4LEhLJMmyJvC5bcpCXoZVFGS3xe0JA0oC/OG7O250++KAZ/MF08eNqyli3JHbAZndBZojCd5d0szypgin7jGEQaVB/F6Xklsim5HHZfGLw8bmbC2cSjtcM/MTvj22H5NGVuRcfwO9ZHLKw/9dyuwVuX3dZw0dxJNpfvP3uTnHR/Ur5PS9h/VkeH2GbcF5+43MOZY2hl/O+Jj9xlRxwJiqPEUm8uUsyyLgdTG4LEh1cYD2WJKmjgTFAQ+RRIrk2ombnfex0USaIeXBz++r7czzS4IeSkNeigMevK6euyeV/PC67C4TH+atbuezhjCHjKvOqf3k97jyVwtqHY4xG12uzCLzvau3n8dKjIuIiIiIiIj0IcYYPvnkEw4//HBKS0u7bVNUVEQikdjgdn4ulwuPx0MsFsMYg2VlSiTE43F8Pl+3P/Ott97ijjvu4Ac/+AE777wzH3/8MY888gg77LADhxxySKbWtvXVB0rSjmFpY4TWaG4Sf017jNcXNeQciyXTNHUkeGO94z63Tf9iP26XjTGZsk2rWmIU+NwMKstd1bM5uV02FQVdPz/ZtIzJbNycThtaogmWN0VpiSRojSYz51NDhDVtcWpKAvQv9uP3uFApT5FNz7IsSoPetbt+QEskwcrmKOF4ijVtcRrDCQaVBQmsnaTSWwbS9xpRwdiN3K2jSBOYvrbOf+/O8yMcS7KiOcqa9jifrgkzqqqAqiI/PreShdJ7WZaF121RFvJSFvLimMz9aHssSWM4QXMkgWVlVoX73C5KQx7KQj6Kgx4CHju7g00+z/FYMk04lvo8Cdv59aCbv1tAadCLrRunr2WXIaXsMuTz72eOgb9+sAKA43cblLOjUW/x1qeN3PnqpznHHMcQTaYJ+XJTzEGvi98eswNlod5dCkCJcREREREREZE+JhAI0NbW/TZ9xhgWL15MSUkJLlf3q/P8fj/V1dUsWLAAx3FwuVw0NjbS0NDAkCFDun3NZ555hqFDh3L11Vfjdrs56qijWLp0KY8//jgHHXQQLpeL8vJyJk6cyCeffLLR78VlW4ysKqA+HKcpnKnR6BgYUVnAiPW2VF3TFueJd5dz2h5DN7jtoNtlUeT3UFHoo1JJ6j6hc4JHPOUQSaRpW7vVfnssRSyZ7rLKxZAZBF7c0MGK5ggFPjcFfg9FfjeFfjd+jwuXnf+BapEt0boTrlKOIZ5M0xJNUt8WpyWaJJV2MCazcrwzCVpR4KWiwEeh343XnTtRJR+/gyOqtF335rT+OdIeS7KiKUpTR4Jk2skkXBJpFtSFWd4Upboks710wOPK9u26Nktv03lOuiwI+dwEvS76FfmJJR0WrQnTHkux89BSgr1sIhBkShrc9/rinGOReJr6cJyBJQFcrs9jLfR5uO7YHbSr0TeUSmeufatbY6xoilLfHmPuqjaqSwIU+j14XL3nPnTnwaX8/tgdco6tbIlyw78WcN2UHbr02VvCuaHEuIiIiIiIiEgfYts2e+65J08//TQ/+MEPGDbs8y1ejTGsWLGC6dOnM3HiRILB7ldL27bNoYceyq9+9SvefPNNtttuO6ZPn046nWa33XbDsiyam5t5++23mTRpEsFgkJKSEj799FNmz57NiBEjWLZsGR9//DETJkzAtu1uf87GsCyLkmCmNniqIkQ4lqI1mqQtmiQczyQ+nfVXtliZ51lkEuFBr5sCv5vigIeigIfg2sH13jDYJN+MMYa2aJLlTRGaI0kSKQcDNITjzK9tz2kbjqdojiR569OGnH97l22x06ASfGsT4iFvps5ndUkAt63zRGRjGGNIpg0diRTt0SSt0VT2Gp12Msnw7p4TT6ZZ2RxlVUsMz9rrdeHa63WBP5Ncsr/GbiPSuxhjMAaSaYeORIpwLEVbLEV7LEk0sU4/vp5oMs1n9R0sb4oQ8rkp8nsoDLgziUdNYpJeaP3dmPwem8pCH/XheDYpvn67fJ+/3xpVxaSRFUBmBXPn7kuP/HcpPzlwFCOqCijwuddOTLGySVvZeOtO4lzRHKG+PTPZ15jM7lhpx7C6NUZde5yAx0VVkY8BJcEeLfm0IQGvi4A3kP274xjq2uIYYyjwZfrsfMf4VSkxLiIiIiIiItLHnHzyyTz99NNMmTKFk08+mbq6OhYuXMitt97Kn/70J1avXs1tt92G273hYYGjjjqKF154ge9+97sEg0Hi8Ti//OUvGTx4MAALFy7k1FNP5bXXXmP06NGccMIJ/Otf/+Lggw+msLCQcDhMTU0NZ5555jceLOl8vsdlURryUhL0YMistogmMsnOxnCchnAcywK/26a8wEd5gZeigAev28alxEqflHIMn9Z30NyRYN2h6ETKoWW97fcjiRSpdOb4uueC27aySZm0Y2iLpYglI3jdNv2K/D3wLkS2fI3hBAvq2nMmK6Udw/Mf19Ie+/x30QCf1ncQSaSZtbwl5zW2rS5ih4EltEYzW2q7bYuigIftaorw9ZL64/L1tMVSLGnooC2azKwKN5lEUV1bnFTaybYzZCYx1YfjrGiK5LxGgd9NSTCzPa/btvB5XFQVehlSHsKtRJ30En+fvZoPljXnHFvc0EFjOEE0mc4pGV1TEuD7ew3LSxnp9RP4acfQGk2ypj1T5iKWTINl0RpN8vGqNqoKfVQW+ijwuTFYdM520r119zrL+iTTDvGkQzieojWSpCmSIJpIb7CcleMYOuIpljSkqWuNU1aQqT9f4HPj89h4XHaP7zjQGatjoCOeYkVzhPm1bXTE03y4vIXB5UGqCv34PZ9PhO7t54US4yIiIiIiIiJ9iGVZjBgxgunTp3PZZZfx61//mmg0yrx58/jLX/7Cdtttx7333stOO+30ha9TVFTEXXfdxXvvvUdjYyPbbLMN2267bXb79eHDh/PHP/6R6upqAEaMGMGMGTP48MMPaWhooLS0lB122IHKysrN8h5TaYd4Ko1tW5QXeCkNeUikHYJeF6OrCwl4Mitb0o4hlkwT9LrzMvDYF2xo8G5DenIwzG1bjBtQTFssSXNHgrZokkgizcDSADUlgZzYGzsy9Y0PHleds+2jbVm4bAu/x0XI56I06KUk5CXoVSJOZGMFvK7s9qmdyXHLghGVIeKpdRKfBmpbYwwpCzKgNJDzGlWFn5e3cNkWQa+LkqAnuypYtlyJVJqOeCqbFIdMkuXVBfU0RRKfNzSwvDlCU0eCeevt+jF+YDF7jsisau3s28Px1AZXm4vkw8jKgi73D3utXY29viK/p8fvTY0xOXXQW6OptfdOKZLprr9MhsxkwxXNUVY2R/F5bILez3dh6kzY9rbt4fMts4V+O23RFPHU5xPGljZ2sKYtntN2aVMHdW1x3l2SO6Ei6HUxtqaIlZaFvbZGfVHAzciqQgKb+R61c5ePlOMQjqdpiSRo6kgQjqVIrV3hboBoIs3CujDLGiMUBTyUhzKJ/IDXhW1bvfa8yGti3HEcVqxYwZw5c1izZg3FxcXstttu1NTUZD8sYwx1dXW88cYbJBIJdtttN4YNG/aNtmETEUk5hsUNHdjrXZjD8VSeIhLpvRzHYenSpcyZM4eGhgbKy8vZfffdqaqqyumvV65cyVtvvYXjOEycOJHBgwf3ypsfEdlypBzDkm766w711yJfyrIsdtppJ55++mnmz5/PwoULSaVSDB48mO23356SkpIv7actyyIUCrHPPvt0+3hFRQXHHntsTvuysjL222+/TfpeNuTNTxu585VPc46lHIeWSJKLHp8F6ww1hnwufn/ceErXrjSTr+aVBfW8u6Rpo9ruO7qKCUPLNnNEn7MsC6/boqLAR3nIi7O2dnE0maY9llmd0xxNEE86Oc9z2zYFfjelwczAbsjnxuu2cdvaWUDk6wj53IytKcpup17fFmd1a5TR/Yty2hlj+HBFC8MrQ10ey7yOi4GlQUqDXvweG5d+J/uEigIfRQEPHfFMMq597TbqJ+w2iPQ6mW0DPP6/5WxfU8S4AcU5r+F129nt1Av8bor87kzyReeH9CJjqosYU9312tYbOMawuiXG6tbo2okqmd+9SCKTHF9XQ3uceDJNXWuMdX/FLCtzz9XUkcAi83tZFPAwqCxAadCr6/VaPrfNoLIg9e1xGtrjRJKZbdNbo0lWtkRz2jaGE7THU6xoieZMlCgKeNgWsC3we1xUrl2173NvntxoZ0mUtmiS1miS9limbFUi5eRcpzNtAUzmf2snWsSSada0xfC4bPweV/Y6nSmN4sHuRWWs8poYj0ajnHfeeXz22WeEQiGampoIBALcd9997LbbbhhjmD9/PqeeeiotLS14vV4SiQR33nkn++23X6/5EEVky5N2DEsbI1/eUEQIh8P88Ic/ZM2aNQSDQRoaGigpKWH69OmMGzcOgA8//JDTTjuNeDyenbx2//33s/vuu6u/FpGvTf21yDdjWRYFBQXssssu7LLLLvkOZ5Pbc0Q5uwwp3ai2Fmz2lRV9Wf8iP9vVfJ6gMMZw3+uLmTSyosvgb0VB/iYfWJaFywKX7cLrtikOeBhQGiCedFjdGqVl7arEkqCHkVUFFAc9uNa5V9V9q8g30zlRxev2UhLwUF3ipzGcoCWSoCOeJp5Ks/6CRJdtEfC6KPS7KQ16KQt58bnzX1NVNi3LsvC5XfjcLkrXlkNxHEM4nqIhHM/U242ncYzJrjC0LAu3bVEc9NCvyE9J0IPP7cru+KFzROQryq4UT+UkOhc3dPDyvDU5TWOpzL3T0++vyDnu97o4cbfBBL1uDJma2W3RJImUD/mcbVuUBDOrp4eUh2iLJWkMJyj0u9lxUAnO2hXZAB+taGVebRtH7VgDZL632LZF0JeZwFkeykws6qztvrmufWnH8PGqVpo6Eqy7WdSCunZenFuX0zaecljeFOGuVz9bdy4yPrfNdycMpmDt9b22NdPPD68MMbgsuFni/jrymhj3+/3ccssthEIh/H4/jY2NnHHGGfzxj39kwoQJOI7DH/7wBwoKCnjyyScJBAJcfvnlXHPNNUycOJFgsPd8kCIiIn1VMBjknnvuobCwEL/fT21tLd/73ve49957uemmm0ilUkybNo1BgwZx55134nK5uOiii7j22mv585//jM+nm2MREZGeFolEaGtr+8I2tm1TUVGxxe7I5nFl6uzJ5jemfyFj+hdm/94eS/HEu8sZUh5kv9FVOTUFe4tFa8I8N6c2+3eDYVljhMaOBK8uqOedxZ+vgPe4bU7afTCFfk8+QhXpkyzLosDnpsDnZkh5kETaoSOeYllTBIvMrg1DK0L0K/IR8LhytktXwrNvs6zM9rq2y6I44KE44GFwWYiGcJxFa8LZdhUFXoZVFlDoy5RG0Xkh8s1YFgyrDFES9FDXFqMlkiSedBhbXcS26010rG2N8Zf3V3DOviNZ/1fPXjtpJeB1URryUlMcIORz6Xe0G50TxspDXspDXtKOoSORpq4tRm1LjEQ6d0cjr9umujhAv2I/Ie/nfWNPfLYu22JEZQGF/vjaCW2ZXQUGlgY4cnxNTtumSIJ/zq7liPE1XXYUCHhcWFYmSV7o91AW8uaUSukN8poYd7lcDBs2DMjMNg6FQowdO5bVq1djjKGtrY3XXnuNn/70pwwZMgSAH/zgB5x44oksXbqUbbfdNp/hi4iIbBXcbjcjRowAMv11IBBg9OjRhMOZL6wNDQ289957TJs2jQEDBgCZ/vqcc85h1apV2b5eREREes5f//pXfv7zn39hm379+vHiiy9SUlLSM0HJFqmzRnfaMXTEU9SH49S2xogl0rRGU3y4vJn+xQHKC7wEvW5sK/OcfA+OBryuLvWLB5YG2bObOp9ul6UaxiKbgTHwwfJmool09lg85dAeT9HYEWdVS5Ta1s+3lB1YFmRoeSgfoUoeOMYwa1kLkUSmTJIB2mJJ2mJJWqIJmiMJwitasu1rSgIMryzIT7AifUDnpJSykJfSziTt2l0bGtoTdCRS2ZXCVmbrBiyLbLkCl21R6HdTVeijNOTNTmrK9z3flqDzM3K7LIoDNkV+N/2L/CxvijBnZeY+tLo4wODyIIV+d85zejLGooCHQr8bx4SIJdM0RxLUtcYo9Htydhnwum18Hhc1JQHsde6hvW6bspCXfkV+igJuPK7eWX8+r4lxyHxZmjNnDh9//DGfffYZb775Jtdccw2WZdHY2EgsFmP48OFA5sMbNmwYyWSShoaG7PPX/a+IiIhsesYYPvjgAxYsWMC8efOYPXs2N954I5BJjCeTSYYNG5a90Rk6dGi2vx42bFhOf60+W0REZPMbNmwYxxxzTJfjzc3NvP7667jdbiZPnozXq5rb0j1jDCnH0B5L0hBO0NSRIBpPkTZr7+kyjQjH0yxaE2ZJg0XI56Ys5KWiwEvI587rYOmAkgBH7zQgLz9bRDLSxvD6wgYawomc49vVFBFNOrzwSe7WrN8aVanE+FbEGHjz0wbq2uI5x8f0LyTtwEvz6nOO7zmyXIlxkU2gu10bhpQbwrEUTR0JGsJxalszbW3LoizkoaIgkwzvnATZ+Try1aw7JlrodzOmuogFa9ppiiQYU1OYU+Kns20+EuQuC0I+N0Gvi+riAJFE5tyob4/n1qO3wOOyKA/5qCj0UhzwZneS6s3nR94T4wCvvvoqd911F01NTey4445ss802AKRSKYwxeL3e7Ifo8XgyReCTmQ/fcRyef/555s6dSyKR2ODPEBERkW/m+eef59FHH6WxsZE999yToUOHArn9dSev15vTXxtjeO6555g7dy6xWCwf4YuIiGxV9txzT/bcc8+cY8YY0uk0n376Keeffz7jx48nEAhs4BVka2SMIe0Y2uMpGtrjNHVktlFMpQ3OepMbjckkvVJrt4BMpcmuLFnWZFPgc1NR4KWswEeBLzOI2pMDZL15ME5ka+G2LS44YJt8hyG9lG3BefuNzHcYIlu1bN7NZVEa8lIS9DCwNEBLJIFtwdDyIEMrQloZvonMmLWK1xc15ByrbY2ypj3Oz5+enXO8psTPhQeMwpXHj70zSV7o91DgczOgJEBzJEH0szS2BTXFAYZUBAn53L1yZfiG9IrE+A9/+ENOPPFEmpqauOaaa7j44ot5/PHHCYVC2LZNa2trdhuu1tZWbNsmFMrMHrRtm8mTJ7PXXnvx6KOP5vmdiIiI9F0XXnghZ511FvX19VxxxRVcdtllPPjggwSDwWx/3Wn9/tqyrGx//cgjj+TrLYiIiGzVLMvC7XYzatQoTjzxRO68804OP/xwgsFgvkOTXqI9lmLe6jbC8RTr7JbIa4saeG9pU07bFc1RmjoSXeqL7zOqkl2HlNEaTdIaTbKkMUJRwM3Y6mICXldPvA0R6SW2lAFyyQ+dHyK9w/o7O3rdNsMqCigJehmyNim+fjv9/n49uwwpZVDZxk1MDnhc9IZKP+v+u7tsi4oCH6P6F1IU8DCqfwEel92lbW8/P/KaGO/8kPx+P36/n9LSUvbdd19uvPFGIpEIFRUVVFVV8fbbb3PggQcC8N577xEIBLI1TDu/2LvdvSLHLyIi0ud09teBQIBAIEBpaSmTJk3iscceIxqNUl1dTXFxMe+88052Zdq7775LKBSipqYG+Ly/9ng8vf7mSEREZGtQXl7OkiVLiMfjSoxLls9tU1bgxQCRRDpbS3C3oaXsMLD484YGHnl7KfuNrqJmvTreAc/nyW+PyyLodVMe8uHJ53IXEREREenWu0uaeWbWypxjbdEkC+va+eXfPmbdO7ig18WFB4yiwK983NcxqCzIoLIt67vXhytaeOrdFTnHwvEUn9V38Ku/fcK6w7x+j4sLD9iGooCnh6P8avJ69q5evZrHHnuMoUOHEggEWLp0Kbfffju77bYbRUVFuN1uTj75ZH73u99RXl5OcXExv/vd7zj44IOprq7OZ+giIiJbjcWLFzNjxgyGDBmCz+fj008/5Y9//CMHHXQQoVAIy7L47ne/y2233UZBQQEej4frr7+eKVOmUF5enu/wRUREtkqO45BKpbIT0jonuhljaGlp4bHHHqOiogKPp3cPWkjP8rptRlQWMLTCEE2kaYkkaQzHaY1aBNNr64qTOY88bptCv5vS4OfldKy1r1EczNSiLA548PeS1S4iIiKbQkc8RWJtGZEv47YtCnxuLRCQXm1weZBDd+iabzth98FdjnlsG6/b7nJc+q4BJd2fH9+dMKjLMbdt4fP0/vMj7yvG//vf/3LfffeRTqfx+/0cdNBB/OQnP8l+OT/ttNNoaGjgjjvuIJ1Os++++/KLX/wC2+79H66IiEhfYIzh1VdfZcGCBaTTaYLBIMcddxwXXXQRLldmRdA555xDa2srN910E8YYDj74YH7yk5+ovxYREcmTl19+mXvuuafL8Xg8zrx581i+fDnTpk3TanHJ0Tlw77YsCv12tpZgLJWmNZLZGr05kqAjns4+x7agwOemJJipS1kY8OBz29hKAoiISB/04JtLeGO9GsFt0STJtKGswJuzunZM/0KuPGxszwYo8hX1K/LTr8if7zCkl6os9FFZ6Mt3GJtUXhPjNTU1PProo0SjUWKxGKFQCL/fnzOIXlBQwC9+8QsuuugiHMehsLAQl8ulWVYiIiI9ZPjw4Tz11FNEIhHi8TgFBQX4/f6cvrikpIRrr72Wyy67DGMMhYWFSoqLiIjkUWtrKwsWLOhy3O12M3r0aK688kqOOeYY9dfyhSzLwrIg6HUT8LjoX+wn5RhWNkdxWRZul8221UVUFvlwrb031HiNiIj0ZWfsPZwf7DUMMKSNoS2a4rG3l1HbFuO8/UZSXuDFbVuAhW6zRER6n7wmxi3LwuPx4PF4KCoq2mA7l8tFcXHxBh8XERGRzaezv/6yvlj9tYiISO9x2GGHsf/++3c5bts2gUAAt1vbesrGawjHaY0ks39POwa3y8ZlW3QkUkQaPl9BXl7gpWSd7dVFZNMw5vNyBhvDQhNVRDYHl20RS6Zp7IjT0J4gHEsRSaRIph0+XROmttVNeYGX8gIfharDLCLS6+jKLCIiIiIiItLHeL1evF4lJ2XTeHneGv71SV3OMbfL4qX5a3hlQX3O8eN2Gcjk7fr3ZHgiW4WGcIJrZn6SW9vYGJKOwW1bXZLg53xrBOMHlfRskCJ9kDGZKSmptKGxI8Gqliit0SRpx+Q8DuAYQzieIhxPsbwpQoHPTXVJgMpCH761dZk1YUVEJL+UGBcRERERERHpYyKRCC0tLV/pOcFgkJKSks0Sj2zZjt1lIFN2GbhRbTXcL7J5FAc8nH/ASIzJJOLiKYcVzRFu/NcCzthnONtWF+Fz29mkW01xIM8Ri2zZjDEk04bWaIKmjsyfSDyNY7ru3WAg87vJ2v8DpA20RpO0xVIsbeygNOilrMBLadCb87sqIiI9S4lxEckrYwztsRQpp+tNZXLdWdCd7YGWaBJPIp173Jhub0xFRETkm/ui/jrxFfvrdDevISKb3l/+8hd+9rOf5axiWld3g7FTpkzhlltu2dyhyRbIsiwlvEXyyBiDx2UxtDxESyRBfXuctmgSl2Xjddu4LIu2aJLSoJfKwkzize3Sb63INxFLOsxZ2UJbLMW6t1Mvz69n0Zr2nLYN4QTxlMPq1mjO8f7FAQ7foZpY0mF1a4za1hh+j4uxNUWUhnpuZ5+045BKb+T3MAu8LiXuRaTvUmJcRPJufm07rdHklzckU8tu9orWzRyRiIiIrE/9tciWZdiwYfTv359PP/2U3XbbjVGjRmHbNsuWLePNN9+kqKiIQw89NGe79Z133jmPEYuIyLqMMRgDKccQSaRo7khQ1x6nI5Zap9Z451bO5CTeQj43VUU+SoNegj4XHtvGsrSFs8hXYVng87hwJ9Ik10kq7zCwmBGVoZy2H61opTWaZO9tKnKO+9yunL/btoXPY+Oye/Z38YVP1vDQW0tyjqXXXlsK/Z6c4yVBD7+bMp4C1UcXkT5KVzcRERERERGRPsQYQzQaJZ1O8/jjj7PPPvsQCGS21E0kEnz00UdceOGFjB8/nu9///tKlIiI9CLGGCKJNPXtcVoiCcLxFImUg2PosguIWe95ncfaY0nC8RS21YHXbRPyuSkJeKgs8hPyunTdF9kIPrfNdjXFxJJpWqNJWiIJWiNJ7EIfToEv284Yw6qWKJYFg8uCOb9fFuDz2BT5PZSGvBQHPAR9Llw9/Du47+hKJgwtzTm2cE2Ye177jOuO2YF1w7Eti6DPhYhIX6XEuIiIiIiIiEgfYoxh+vTpTJ48mcmTJ2PbdvYxn8/Hrrvuyumnn87999/Pd7/7XUKh0Be8moiI9LSFde00hBM5x6KJNO8sacRZp4qNYwxNHUne/LSBoDd3mHf7AcVUFPqIJR1iyQSN4QQt0SQ7DCxBu6yLfDnLsnBZEPK5CXpdVBf7STmGcCxFfXucxo44kUSa9avWdCbDy0JeKgp9FPs9eN129jXzwe9x4fd8nuw2xuB12cSTDl63TaHfrQkzIrLVUGJcREREREREpA8xxrBkyRLGjh27wUHOsrIyVq5cSSKRUGJcRKSXKSvw0ZFIE0uks6vCDYa0Y7okxg2GtMk8ti6zznpyi0xirCzkpYd3cBbpEzrvpzwui9KQl5Kgh6HpEE0dcZY2RrLt/B4XQ8qDVBX58bl7X51uYwyOgcZwnIV17cSSaeaubmNUv0KKgx4sVHJBRPo+JcZFRERERERE+hDLshg6dCgzZszglFNOYcCAAdlBTmMMLS0tPProowwcODCnxriIiPQOg0oD9C/y0RZNUdsWozEcJ+h1s9/oqpx2aWOYs6qVvUdWUhLMrRNsWRYel0VZyEv/4gBFATdel42IfDOdZQs8Lot+RX5Kgl4+WN5CIu2w4+ASCnzuLm3zmWw2JjNNJpl2aO5Isro1SnNHgujaiTdt0SSzlrdQUeCluiRAsd+De+22EkqSi0hfpMS4iIiIiIiISB9iWRY/+MEPOP744znmmGM4/vjjGTt2LC6Xi88++4w///nPvPPOO9x6660Eg8F8hysiIuvoTER53S4qCl2UFXiJJtI0RxI0dyRoi6aIpTLbN1vr7OFsWRaWBX63i8KAm7Kgl9KQl4DXpVWgIpvQM7NWMntFa86xRWvCtMdS/OGFBTnHB5cHOW2PoT0Y3efJeMdANJGiJZqkJZKkNZIglnK6bP0OkHYMdW1x6tvjBLwuigOZmuhFfg8Bjytbg1zXERHpC5QYFxEREREREelDLMtin3324b777uOaa67hqquuIp1OA2DbNkOGDOGGG27g+OOP1wCniEgvZ1tWtsbxgJIAybShPZakri3G6pYYAG6XRXWxn/7Ffgr9Hjxa7Smy2YzuV0hJIHfHnb23qey2bfF6OzlsbsYY4imH2tYY9e1xwvEUaceQSjsk005O21gqTdoxRBNp1r1UdMTThGMpVrXE8LgsCv0eqop8VBX68bh0XRGRLZ8S4yIiIiIiIiJ9jMvl4tBDD2XSpEnMmzePxYsX4zgOAwYMYOzYsVRWVmpgU0RkC2PIJMEzNY69BL1uXLbF8MoQY6oLPy+bQaauuIhsemNrihlbk+8oumdMZvV6bWss5/hHK1p5ad6anGOxVJrGcILbX/k053oR8rn43l7DCHhcJNOGpo4EzZEE8WSa4ZUFPfAuREQ2LyXGRURERERERPogy7IoLi5mwoQJ7LLLLti2jcvlyndYIiLyNTSEE1wz8xMSqXT2WGrt9sd/eHEhfndu/fBz9h3J+EElPRyliOSTZcHIqgJCXhcrW6LEkplV4jsMLGZsTVFO25UtUZ6bU8sP9hqaM1nSArzrXE9CPhcDS4P0L/L3yHsQEdnclBgXERERERER6YMikQgvvvgiL774IitXruS4447j+OOPJxqN8s9//pPq6momTpz4pSvHjTE4joNt2xu9ytxxHIwxX+k5IiKyYcUBD+cfMLLb+sDdqSkObN6ARKTXsSwLn9tmaEWI/sUB1rTHqG2N0RFP4V7v2uFz2di2hd/j6nKv5rItCv1u+hf7qSz04XXpfk5E+g4lxkVERERERET6EGMMbW1tXHrppTzxxBP069eP2tpaxo8fD2TqjP/pT3/CsiweffRRfD7fBl9n1qxZ3HPPPdTW1jJhwgTOOOMMysvLNzg4GovF+Mc//sGMGTMIh8OMHTuWCy+8kIqKis32fkVEtgZet802VYX5DkNEernOe7SA18XgsiADSgK0x1O0RJK0RBKEYyniqdx64xbg89gU+j2UBj2UBL2EfC5sy8pbQtwYQzJtMBs5G8i2LTwu+8sbishWT4lxERERERERkT7miSee4G9/+xs333wzhxxyCMcff3z2Ma/Xy7777st9991HPB7fYGJ8wYIFnHjiiQwdOpSxY8fy0EMPMX/+fO644w4Cga4rEVOpFDfccAO33norBx54IKNGjeKzzz6joaFBiXERERGRHmZZFm6XRUnAQ0nAgykPEk861LXFsnXIfR4XIyoLqCjw5myhnu8V4o6Bq5/9mMUNHTnHw7EUXredEyvAt7ftxw8mDevJEEVkC6XEuIiIiIiIiEgfYoxh5syZHHPMMZx88sm4XC7c7s+//luWxciRI2lpaSGdTm/wNR599FFKSkp46KGHqKio4LDDDuOUU05h9uzZ7Lbbbl2e88knn3D77bdz1VVXcfrpp+PxeEgmk6prLiIiIpJHnUlui8xK8iHlQVa2hHDbFqP7F1JV6Mt7Inx9tgU/PWgMKefz1e3xpMNv/j6XiSPKOHhcdeYNreV3635TRDaO9pYQERERERER6UOMMTQ2NjJy5MgNJqXT6TQuV9eakp1SqRRvv/02+++/PxUVFViWxYQJEygvL2fWrFldtrU0xvDKK69QXFzMEUccQUNDA/X19ViWhW1r6EFEREQkX4wxOX8AykIeigMeykPeDbbJJ8uy1sbnoyzoxed2saY9RtoxNIYTxFMOxX4PZUEv5SEfIZ/WgIrIxtHVQkRERERERKQPsSyLgQMH8tFHH2UT4OtKp9O89tprDBo0CK/X2+1rxONx2tra6N+//+e1KgMBSktLqa+v79LeGMOyZcsoLi7m17/+Nc8//zyWZXH44Ydz9dVXU1ZWBkBTUxOLFi1i5cqVm/hdi4hsvNZoksUN4Y1qWxzwMKyiYDNHJCKy+bz1WSMzP1qdc6wlkmBebTtXzZgD60yULPS5ufDb2xD05i911JmYdwxEEinqWmOsbo0RS6YxGOIph3mr26ht9TKwNEBJ0JOtL97bVr6LSO+jxLiIiIiIiIhIH2JZFkceeSQ//vGPefjhhznmmGNwHId0Ok17ezszZ87k4Ycf5tJLL8Xv93/ha3W3MnxDA47GGD7++GP22WcfHnvsMRYvXsyVV15JTU0NP//5z7Esi3Q6TSwWI5VKbbL3KyLyVS1vijD9zaXZvzvGUNcWY0FdmN2GlRHw2HTu0TtuQBE/nKTEuIhsuYZVhDh8h+qNautx2XhdPb/bjzEGA6TShnA8SXMkSXNHgnAsRcrpuoLdMdDUkaC5I4Hf66Ik4KE05KU44MHvsbEtS0lyEemWEuMiIiIiIiIifYhlWRxxxBH85z//4aKLLuK2225j2bJl1NbW8txzz/HJJ5+w//77c9ppp21wm3O/309paSkrV67EcRxs26ajo4Ompib69evX7c+srq6murqaiy++mH79+jFx4kTef/993nrrLRKJBD6fj8rKSioqKli4cOHm/hhERDZou5oibpg6Hgx0JFIsb4owd3Ub972+mFMnDmFEVQHlIS+2baG0iohs6aqLA1QXB/IdRreMMSRSDg3hOE0dCVqjSRIpB8dkJi3lNgaz9jnrPtYRTxGJp1jdGsPjsgh63ZQGPVQU+igKeLCVIBeRdSgxLiIiIiIiItKHGGMIBoNcf/317LHHHjz55JNEo1GSySR+v59f/epXfO9738tub94dl8vFpEmTeOqpp7jgggvo168fr732Gs3Nzey8885YlkUikaC5uZny8nLcbje77747d9xxB6tXr6a8vJxoNMqKFSsoKiraYK1zEZGelkmoZBIpq1uj1LXGSKQzxwDaokk+XtlKSdDLgNIApUEvnrWXMK0+FBHZ9MLxFCuao4RjKTrT3Y4xPPnucta0xXParm6LMb+2nTcWNeYc335gMfuNriKZNrRGk0QSKdLGUOB3KzEuIjmUGBcRERERERHpQ4wx3HjjjVRXV3PKKadw/PHHEw6HcRyHUChEIBD40uSOZVmccMIJPPXUU0yZMoXRo0fzn//8h2OOOYaxY8cCMGfOHE466SSeffZZRo4cya677sq+++7LySefzO67787y5cuZN28e999/P263hh9EJH+MMaQcQ1s0SXMkQUtHknC8++15YZ0teiMJAh4XxWu36C0NevB7XEqQi4hsIpZlURbystPgUuraYixu6CCRcrCAyWP7kUznXqef/7iWQaVBxtYU5RwPrJ3BZAEVhT6GV4YI+ZQUF5Gu9M1UREREREREpA8xxjBjxgwOO+wwLMvC5/Ph8/m+8usMGTKExx9/nMcee4yVK1dyxRVXMHXqVLxeLwDFxcXss88+hEIhILP9+g033MCTTz7Ju+++y0477cSvf/1rdtttt036/kRENpYxhmTa0BiOs6I5QlsshTGQdgyptJPTtnPr3njKIb1OwjyRdIgk0qxujeFz2/Qv9lNdEiDodWGhVeQiIt+UZVl43RYDSwOUBD2saonS1JHAZVusO3/JGEPQ66I46KFfkf/z55OpjV4YcNO/yE9loQ+XrRrjItI9JcZFRERERERE+hDLshg3bhyrVq3CcZyvvY25ZVlss802XHXVVTnHOg0fPpw777wz57GSkhLOOOMMzjjjjG6fIyLSk1KOYd7qNhrC8ZzkyuKGDp75YGVO26TjsLo1xh9fWcS6lcVHVBVw9E4DgEzSfGljhPr2OKP7F1IW8vbI+xAR2RpYlkWBz82ofoWkHENHPEVTR4KGcJxwLMV6i8fxuW1KQ17KC7yUBDz43C4sS/eeIvLFlBgXERERERER6UMsy+K0007jvPPOY+bMmRx44IF4vd5uBwlt2/7CwcOv85gGI0Wkt3DbFqP7F9Iv6qepI0FLJEk0kWJYRZBz9x2R07YlmuSRt5dy9j4jcNmfX8c6/7/PbVPod1NW4KM06CHk07CqiMim1nkf6XFZlAS9FAc8DC4L0hpNMr+2HQAbGFIeZGBpEJ/H1u4dIvKV6A5OREREREREpA+xLIuOjg6SySQnnXQS2267LcOGDctugd6ppKSEadOmUVBQkKdIRUQ2L8uy8HlcVLltqgp9pBxDeyxFbWuUhnCCROrz7dTjaQeXbRHwunC7bABsC4oDHvqXBCgLevF77JzXFhGRzcuyLNyuTB3ykVUFuGyLsgIvwypDuCxtly4iX50S4yIiIiIiIiJ9TFNTE+l0miFDhhCJRPj444+7tKmsrCSdTuchOhGRnrXuCsSykJeSoIdoIk1ta4yVLdGcBHmmPVQU+BhYGqA46FHyRUSkhxljSDuGdXdPLwp4KAl6qSz0YQykjIG1LWwLXLbd7WuJiKxLiXERERERERGRLZzjOMRiMfx+P7Ztc8QRR3DggQd+4XNs29ZqcRHZKtmWRdDrYnhliKoiH0saOmiLJgGLQr+b4VUFVBX6sVWrVkQkLxwDv3r2Y5Y0RNY5aqhrizN7ZStP/G9FTvsDtq3i+3sN69kgRWSLpMS4iIiIiIiIyBauvr6e008/nZtuuokRI0awePFi5s6dy5FHHomt1TMiIl10JrwL/R7G1hQDUOBzsePgUoJelxLiIiJ5ZFvwkwNHkUybL28MBLyuzRyRiPQVSoyLiIiIiIiIbOHi8ThvvfUW4XAYgNdee4077riDww8/XIlxEZH1GJObaLEtqCj04XW78KytL75uGyXJRUR6lmVZlIV8+Q5DRPogJcZFpMckUk6Xul2QqRcjIiIi+WeMIZpI07VrVn8t0tt5vV4KCgr43//+x5AhQ4hGo6TTadrb23G7u//qb1kWoVBICR8R2eosqGvnsXeW5xyLJFJ81hDm//7+CfY618XR/Qs5YbfBPR2iiIiIiGwGSoyLSI9Z2Rzls/pwl+MaZhcREekdHAMfLm8hkkh3eUz9tUjvVlZWxre//W0uvfRSbrnlFlpaWmhoaOCAAw7Y4HMqKyt58sknKS4u7sFIRUTyr7zAx76jK7scP2T76i7HKgq0YlFERESkr1BiXER6jMFoUF1ERKSXc1ASXGRL5PV6+c1vfsOYMWP44IMPmDt3Lm1tbQwdOnSDK8JLS0txuVSPUUS2PhUFPvYdXZXvMERERESkhykxLiIiIiIiItIHVFZWcvHFF5NOp7n//vu59957eeSRRza4lTrwhY+JiIiIiIiI9CX6BiwiIiIiIiLSB3SuDHe73RxzzDHss88++P1+1RAXERERERERIc+J8VQqxbJly1i2bBltbW1UVFQwbtw4CgsLs1/cjTE0Nzfz4Ycfkkwm2W677aipqdEXexERkR6STCZZunQpy5YtIxwOU1VVxbhx4wiFQjn9dUNDAx999BHGGMaNG0e/fv3UX4uIiORJRUUFFRUV+Q5DREREREREpNfIa2J8xYoVHHvssdTX1+P1eolEImy//fbcfffdDB06FGMMn332GT/84Q9ZuHAhLpeLkpIS7rrrLiZOnKjBdhERkR6wYMECTjzxRJqamvB6vXR0dLDbbrtx5513UlNTgzGGuXPn8sMf/pDly5djWRb9+vXjnnvuYccdd1R/LSIiIiIiIiIiIiJ5Z+fzh1dUVHDXXXfxv//9j/fee4+nn36aJUuW8MADDwDgOA4333wz8Xicl156iTfffJOxY8dy9dVXE4/H8xm6iIjIVmPgwIHcf//9vPvuu7z33ns89thjfPjhhzz++OMYY0in0/zud78jGAzy6quv8vrrr1NdXc21115LKpXKd/giIiIiIiIiIiIiIvlNjBcUFDBhwgT69+9PSUkJEyZMYLfddmP16tUAhMNh/v3vf3P66aczatQoBgwYwLnnnsvcuXNZsmRJPkMXERHZahQXF7PLLrvQr18/SkpK2HPPPRk/fjy1tbUANDY28uabb3LWWWcxfPhwBg8ezDnnnMMHH3zAqlWr8hy9iIiIiIiIiIiIiEieE+PrMsawYsUKPvroIw488EAAGhoaiEajjBw5EsuysCyL4cOHk0wmqa+vzz4vnU5rRZqIiEgP6CxzsnDhQvbff38A6uvrSSQSjBgxIqe/TiQSrFmzJvu8zv7aGJPPtyAiIiIiIiIiIiIiW6G81hjvZIyhoaGBSy+9lL333pvDDjsMgGQyiTEGn8+Xbev3+zHGkEwmgcx268899xxz584lkUjkJX4REZGtgTGG1atXc8kll3D44Yez3377YVlWt/21z+fL6a+NMTz//PN88sknKociIiIiIiIiIiIiIj0u74lxYwxr1qzhwgsvpKSkhGuvvRa/3w9AIBDAtm3a29sxxmBZFu3t7di2TSAQAMC2bQ455BC+9a1v8fDDD+fzrYiIiPRZxhhWrlzJeeedx4gRI7jyyiuzifCN6a8ty+Lggw/mW9/6FtOnT8/nWxEREdkqGGOor6/nlVdeYe7cuXR0dHTZtaWoqIiLL76YYDCYpyhFREREREREek5eE+OdK8/OO+88SktLuf766ykuLsayLAAqKyspLy/n3Xff5YADDgBg1qxZ+P1+BgwYAJBt2/lfERER2bSMMSxdupRzzjmHkSNHcu2111JYWJh9vH///hQWFvL+++8zceJEjDHMmjWLYDDYbX+tPltERGTzMsYwb948vve97zF79mwCgQA+n69LH1xVVcX555+vxLiIiIiIiIhsFfKaGG9qauLMM8+koaGBc845h4ULFwJQUlLCyJEj8fv9TJ06lT/+8Y8MHjyY4uJifvOb37DffvtRU1OTz9BFRES2GrW1tfzgBz/AGMPRRx/NvHnzACgvL2fYsGEUFRVx1FFHccstt1BVVYXH4+H666/nkEMOoby8PM/Ri4iIbH2MMdx+++2sXLmSu+66i0mTJuWUPOlk2zZFRUV5iFBERERERESk5+U1Mb5ixQrmzJlDNBrl+9//fvb4t7/9bR588EFs2+aMM85g9erVXH311aRSKfbcc09++ctf4nK58hi5iIjI1uOzzz5j4cKFJBIJTjnllOzxY445hltuuQXLsrjwwgtpbGzk8ssvx3Ec9t13X376059i23YeIxcREdk6GWP48MMPOfXUUznppJPUH4uIiIiIiIiQ58T4mDFj+M9//oPjODnH193Grbi4mOuuu45LL70Ux3EoLy/vdqa7iIiIbB677LILb7zxRpf+uqCgILsla3l5OTfddBMNDQ0YY6ioqMDr9eYjXBERka2eZVmUl5fn9NUiIiIiIiIiW7u8JsZ9Ph+DBw/+0nZut5v+/fv3QEQiIiKyPr/fv1H9tcfjobq6ugciEhERkS9iWRZTpkzhwQcf5PTTT6eyslIJchEREREREdnq5TUxLiIiIiIiIiKb3u6778706dM57rjjOPHEExk4cGCXLdV9Ph977703Ho8nT1GKiIiIiIiI9BwlxkVERERERET6EMuyeP3113n99ddJJpO89dZbuN3uLqvG+/fvz7vvvktpaWm3r2OMoaWlhf/85z/U1dWx/fbbs+uuu35pIt0Yw6pVq/jrX//K+PHjmTRpklasi4iIiIiISN4pMS4iIiIiIiLSx+y///488cQTX9jG7/cTCoU2+HhTUxM/+MEPmDVrFv369WP58uX89Kc/5fzzz8ft3vBwQiKR4Le//S0PPvgg5557LnvttZcS4yIiIiIiIpJ3SoyLiIiIiIiI9DFDhw5l6NChX/v5xhiefvppPvnkE5555hlGjBjBo48+ynXXXcdhhx3GNttss8Hnvfjii6xYsYLddtvta/98ERERERERkU3N/vImIiIiIiIiIrKlMcaQSqVoaWnhs88+Y9GiRTQ2NpJMJjHGfOFzHcfh+eef5zvf+Q477LADRUVFHHvssfj9ft55550NPr++vp7bb7+diy++mMLCws3xtkRERERERES+Fq0YFxEREREREeljjDEsX76cm2++mX/+85/U19djjKG4uJh9992Xiy66iHHjxm1wi/NYLEZdXR2TJk3C5XIBUFJSQnl5OStWrOj2Oel0mjvvvJNddtllg6vFjTGk0+kvTcyLiIiIiIiIbGpKjIuIiIiIiIj0IcYYVqxYwQknnMDHH3/MhAkT2H///XG5XCxevJhnn32W1157jaeeeooddtih2+S44zik02m8Xm/2mGVZeL1eEolEtz/zf//7H2+++SbTp0/fYA3yRYsW8dxzzzF79mymTJmy6d60iIiIiIiIyJdQYlxERERERESkj3nooYdYsmQJjzzyCPvvvz9+vx/LskgkEnzwwQecfvrp3HTTTdx99914PJ4uz/d6vQSDQRobGzHGYFkWyWSS1tZWSktLu7RPpVL87ne/Y8CAAbz88ssYY1i5ciXGGF544QX2339/PB4PI0eO5Nxzz+WBBx7oiY9BREREREREJEuJcREREREREZE+xHEc/vOf/3D88cdz8MEHY9t29jGv18tuu+3GhRdeyI033kgkEqG4uLjLa3i9XsaNG8dbb71FJBIhGAyyYMEC6uvrGTt2bPbnpNNp3G43juMA8O677/Lee+8BsHjxYpYvX05BQQF77bUXHo8Hy7KwbXuDW7iLiIiIiIiIbC5KjIuIiIiIiIj0MZFIhMrKym4T0JZlUVVVRSwW22Ctb8uyOOGEEzjuuOO44oor2HnnnZk+fTqjR49m1113xbIsFi5cyDXXXMO0adOoqanhgQceIJ1OA5mk+amnnsrIkSO55pprCIVCm/X9ioiIiIiIiHwZ+8ubiIiIiIiIiMiWwrIsRo8ezT/+8Q8aGhpykt/GGDo6Onj66acZNmxYTg3x9U2YMIE//OEPzJo1ixtvvJGqqipuvfVWCgsLAYhGo8ydO5d4PI5lWRQXF1NWVpb9M3ToUAYOHEhRUZFWiIuIiIiIiEjeacW4iIiIiIiISB9iWRYnn3wyU6dOZerUqXz/+99nzJgx2LbNkiVLePzxx3nhhRe47bbbCAQCG3wdl8vFlClTOPTQQ4nFYhQWFuJyubJJ7rFjx/Lcc89RUlLSbQy//e1vcblcm+ttioiIiIiIiHwlSoyLiIiIiIiI9CGWZTFp0iRuuOEGrr76as4880w8Hg8AqVSK0tJSLr/8co477rgvXcltWRaBQKDbBLrH46GiomKDz+uudrmIiIiIiIhIvigxLiIiIiIiItLHuN1uTj75ZPbbbz/eeecdFi1aRDqdZvDgwey+++4MGzYM21Z1NREREREREdl6KDEuIiIiIiIi0gdZlsXAgQMZOHBgvkMRERERERERyTslxkVERERERES2cI7jEI1GAQgGg6RSKeLx+Bc+x7IsgsHgl26nLiIiIiIiItIXKDEuIiIiIiIisoVbs2YNJ510EoFAgEceeYSXX36Z66677gufU15ezqOPPkpRUVEPRSkiIiIiIiKSP0qMi4iIiIiIiGzhXC4X5eXl+P1+bNvG7/dTUVHxhc8pLS3VanERERERERHZaigxLiIiIiIiIrKFq6io4JFHHsGyLFwuF5MnT+aAAw74wud0thURERERERHZGtj5DkBEREREREREvhnLsvB4PLjdbizLYvbs2Tz66KO4XC48Hk+XP6tXr+aee+750jrkIiIiIiIiIn2FEuMiIiIiIiIifczbb7/NTTfdhOM43T7+6aefcs011xCJRHo4MhEREREREZH8UGJcREREREREZCtijCESieDxeFRjXERERERERLYaqjEuIiIiIiIi0gc0NDTw+uuvY4xh1qxZtLa2MmPGDGw7d058NBrl4YcfZvDgwXi93jxFKyIiIiIiItKzlBgXERERERER6QM++eQTTjzxRABSqRSpVIpTTjmlSztjDGVlZVx33XUEAoGeDlNEREREREQkL5QYFxEREREREekDxo0bx4wZMwD4xz/+wbPPPsttt92Gy+XKaRcIBBg4cCCDBg3qsppcREREREREpK9SYlxEvpQxZoOPqSahiIhI76D+WkTKyso48MADARg0aBD77LMPkydPVvJbREREREREBCXGRWQj1LfHWdoY6XK8OOhhVL/CPEQkIiIi69tQfz2yXwGlQdUQFtmadG6VPnz4cOLxeJft0pPJJAsWLKCoqIiBAwdq8oyIiIiIiIhsFZQYF5EvlUg5tEaTXY57XBpAExER6S0S6e7761R6wyvJRaTvuvnmm3nllVeYOXNml8S44zj83//9H5Zl8cADD+Dz+fIUpYiIiIiIiEjP0X5qIiIiIiIiIn2I4zh88MEHTJw4keLi4i6Pe71eDjjgAGbPnk08Hs9DhCIiIiIiIiI9T4lxERERERERkT6mtbV1g9ukW5bFoEGDaGtrI51O5yE6ERERERERkZ6nxLiIiIiIiIhIH1NaWsqnn36K4zhdHjPGsHDhQgoLC3G5XHmITkRERERERKTnKTEuIiIiIiIi0ofYts23vvUtnnnmGd58882cVeHGGObOncu9997LxIkTu9QfFxEREREREemr3PkOQEREREREREQ2reOPP56nnnqKqVOncsQRR7DLLrvgcrn45JNPmDFjBul0mh/96Ee43RoWEBERERERka2DvgGLiIiIiIiI9CGWZTFw4EAefvhhfvnLX/LMM8/w8MMPY4whGAwyYcIErrrqKsaPH99tDXIRERERERGRvkiJcREREREREZE+xrIsRo0axfTp01m2bBnLli3DcRyqq6sZPnw4gUBASXERERERERHZquQ1MW6MIRwOU1tby5IlSygqKmLXXXfF5XLltGlvb+fjjz8mkUgwduxYKioq9AVepBdr6kjQEU91Od4WTeYhGhH5pjr74tWrV7N06VLKysrYZZddcvpiYwytra18/PHHOI7DdtttR2lpqfprkV6suSNBeL3+2jGGVNrJU0QisqlZloXX62Xo0KHU1NTg8Xjwer35DktEREREREQkL/KaGE+n0/ziF7/gL3/5C4lEgl122YW//OUv2cS4MYYVK1Zw9tlnM3v2bFwuF5WVldx1113suOOOGmwX6aXq2mKsbI7mOwwR2UQSiQQ/+clPeP7554nFYnzrW9/iiSeeyOmvP/vsM8444ww+/fTT7Pat99xzD2PGjFF/LdJL1bXFWKH+WqTPMsbQ1tbGn//8Z/71r39RV1fHaaedxve//30ikQiPPPIIgwcPZvLkyRvsq40xOI7DypUrCYfD9OvXj7Kysm7bd7ZtaGigsbERYwz9+/enrKwMQPcDIiIiIiIiknd2Xn+4bXPKKacwY8YMTjvtNJLJJMaY7OOO43DzzTdTV1fHM888w3PPPceAAQO46qqrSCQSeYxcRERk6+F2uznjjDN49tlnOfbYY0kmc3d/SKfTXHfddSSTSZ599ln+8Y9/EAwGueaaa0iluu4eISIiIptfY2MjP/jBD7j44otZsmQJc+bMYfny5QB4PB5efPFFbrvtNuLx+AZfIx6P85vf/Ib99tuPyZMnM3nyZF566aWc7+3reuihh9h///35zne+w3e+8x32339/HnnkERxHO1GIiIiIiIhI/uU9Mb7rrruy8847U1pa2uXxjo4O/vWvf3H66aez0047MWrUKM4//3xmz57NsmXL8hCxiIjI1sflcrH77ruz4447Ulxc3OXx5uZmXn31Vc4++2y23357tt12W8477zzeeecdamtr8xCxiIjI1s0YwyOPPMI777zDww8/zAsvvMD48eOzj3s8Hvbdd1+WLFnyhZPO//3vf3PnnXdy+eWXM3PmTHbddVcuueQS1qxZ02377bffnmnTpjFz5kxmzpzJXnvtxeWXX86SJUs29VsUERERERER+crymhj/Mg0NDYTDYcaMGQNktl7bZpttSCQS1NXVAZkv/BuarS4iIiKb35o1a4jH44wePRrLsrAsi1GjRhGPx7v01+qzRURENj/HcXj++ec57rjjOPTQQyksLMyWQOk0bNgwWltbSafT3b6GMYY///nPfOtb3+KUU05hxx135LLLLqOtrY133nmnS59uWRa77LILhx12GOPHj2f8+PFcfPHFxGKx7P2AiIiIiIiISD7ltcb4l0kkEhhj8Pv92XpkgUAAY0x2VrsxhhdffJF58+bR0dGRz3BFtniN4ThNHV1XjLTHut8KuSOeZmFde5fjrdFkN61FpK9at7/u5Pf7u+2v58+fT3t71+uGiGy8DfXX4Q3016tborREurZXfy3St7W1tTFgwIAN1vaOxWJ4PJ4vfHzx4sUcfPDBeDweAGpqaqioqGDRokXdPmf915o9ezYVFRUMGjQoe0yT5ERERERERCRfenVi3O/3Y9s2HR0dGGOwLItwOIxlWdnBd8uy2Geffdhpp5146qmn8hyxyJatOZJkaWNko9tHk+mv1F5E+qbOCWzhcDh7rKOjA9u2u+2vn3zyyXyFKtIntHzF/npN+4brB4tI32RZFsOGDeOdd94hkUjg9XpzHk8mk7z44osMHz4cn8/X7WukUilisRiFhYXZhLfL5SIUCn3pJDdjDB9//DG/+c1v+PGPf8yAAQOyj9XW1vL++++zYMGCb/guRURERERERL6aXr2VemVlJSUlJXzwwQdA5sv1nDlz8Pv91NTUAGST5MFgcIMz3UVERGTz6d+/P6FQiI8++ii7Xfrs2bPx+/1UV1cDn/fXoVAI2+7Vtx8iIiJbPMuymDJlCi+//DK33nortbW1pNNpUqkUdXV13HXXXTzxxBNMmTIlZ8eXdblcLrxeb3aiOmS2aI9EIoRCoQ3+7M7v7eeeey5Tp07ltNNOy+n7Q6EQI0aMoKysbNO+aREREREREZEvkfcV47W1taxZs4ba2lrC4TBz5syhrKyMYcOGEQgEOOaYY7jnnnsYNWoURUVFXHfddey11145M85FRERk81q1ahUNDQ3U19fT1tbG7NmzKS4uZujQoRQVFXHYYYdx6623MmjQIDweDzfeeCPf/va3qaqqynfoIiIiWx3LsjjooIM4/fTT+b//+z/uvPNOGhoa+Oyzz3jiiSdYuXIlxx57LCeddNIGJ5j7/X6GDBnCnDlzSKVSeDweamtraWhoYPjw4d0+xxjDrFmzOPfccznyyCM5//zzu6xWLyoqorCwkIqKik3+vkVERERERES+SN4T448++ii33XYbsViMVCrF1KlTmTBhAg899BA+n49zzjmH5cuXc8EFF2CMYaedduLqq6/G7c576CIiIluNe+65h+nTpxONRnEch6OPPpp99tmH+++/H9u2+clPfkJtbS1nn302ABMnTuSKK67Q6nAREZE88fl8/OpXv2LSpEn8+c9/Zv78+aRSKQYPHswvfvELjj766C9c+W3bNkcddRQXXnghM2bMYOedd+b222/H7/ez++67Y1kWdXV1/O1vf+PYY4/N7vb2ve99j29/+9scf/zxNDY2YlkWpaWlG1yZLiIiIiIiItJT8p5dPumkkzjwwANzjoVCIbxeL5ZlUVZWxi233MLq1atJpVLU1NRka5mKiIhIzzjjjDM45phjco4VFBRg2zaWZVFVVcXdd9/N6tWrMcZQXV2Nz+dTfy0iIpInkUiESCTCwQcfzOTJk0kkEhhj8Hg8eDweEokEdXV1VFVVbXAi28EHH8xbb73FhRdeSCqVorS0lGnTptG/f38Ali5dyhVXXME+++xDcXExTz/9NPPmzWPNmjU8+eSTQGb1+n333cfkyZN77L2LiIiIiIiIdCfvifF+/frRr1+/L2zj9XoZMmRID0UkIiIi66upqaGmpmaDj1uWhc/nY+jQoT0XlIiIiGzQjBkzePjhh3n22Wdxu91ddl17//33ueCCC3jhhRcoKSnp9jUCgQC//e1vOfPMM2lra6Ompobq6ursxLdtt92WGTNmMGjQICzL4vTTT+eggw7KeQ3Lsth22203y3sUERERERER+SrynhgXERERERERkU0rHA5TW1u7wccjkQirVq3CcZwNtrEsC4/Hw6hRo7p9vLCwkD322CP792HDhjFs2LCvH7SIiIiIiIjIZqTEuIiIiIiIiEgfkE6nicViGGOIx+M4jkNHRwculyunneM4fPjhhxQXF3d5TERERERERKSvUmJcREREREREpA/48MMPOf/88zHGUFdXR11dHQcffHCXdrFYjEWLFnH88ccTDAbzEKmIiIiIiIhIz1NiXERERERERKQPcLvd2Xrh7e3tuFwuiouLsW07p53P5+PII4/kzDPP7FJ7XERERERERKSv0jdgERERERERkT5g3Lhx/PWvfwXg6aef5qmnnuJPf/pTl+S3bdu4XC4sy8pHmCIiIiIiIiJ5ocS4iIiIiIiISB9g2zZerxeAqVOnMmXKFDweD47j4DhONiEuIiIiIiIisjVSYlxERERERESkj3G5XCQSCZ5//nlefPFFVq1axbHHHst3v/tdotEozz33HNXV1ey+++5aOS4iIiIiIiJbBSXGRbZCHfEUi9aEuz0uIiIivYP6axH5Jtra2rj00kt5/PHHqaqqoq6uju233x7IrCx/+OGHsSyLRx99FJ/Pl+doRURERERERDY/JcZFtkLJtEN9ezzfYYiIiMgXSKm/FpGvyRjDE088wYwZM7jppps45JBDOOGEE7KPe71e9t13X+6//37i8bgS4yIiIiIiIrJVUGJcREREREREpA8xxjBz5kyOOeYYTjnlFFwuF27351//Lcti5MiRNDc3k06n8xipiIiIiIiISM+x8x2AiIiIiIiIiGw6xhgaGhoYOXIkLper2zbpdBrb1pCAiIiIiIiIbD20YlxkC2KM+crPsSxrM0QiIiIiG6L+WkTyzbIsBg4cyOzZs0mn012S4+l0mtdff53Bgwfj9XrzFKWIiIiIiIhIz1JiXGQLEks6zFnZutED7qUhL9v0K9zMUYmIiMi61F+LSL5ZlsWRRx7Jj3/8Y/70pz9x9NFH4zgO6XSa9vZ2/v73v/PQQw9xySWXEAgE8h2uiIiIiIiISI9QYlxkC5I2hrZYko1diOb3dL9tooiIiGw+zlfsr33qr0VkE7MsiyOOOIJXX32VCy+8kNtvv52lS5dSV1fHv/71L+bMmcO+++7L9773PW2nLiIiIiIiIlsNfQMWERERERER6WNCoRA33ngjN998M1VVVZSXlxOLxfB6vfzyl7/kwQcfpKysLN9hioiIiIiIiPQYrRgXERERERER6WMsyyIUCnHaaadx/PHH09HRgeM4BINBgsEglmXlO0QRERERERGRHqXEuIiIiIiIiEgfYowhlUrR0NDAypUr6ejowOv10q9fPwoLC/MdnoiIiIiIiEheKDEuIiIiIiIi0kc4jsNHH33EjTfeyKuvvkpzczPJZBKXy0VBQQHjxo3jvPPO49BDD8Xr9eY7XBEREREREZEeo8S4iIiIiIiISB9gjOGtt97ilFNOoba2lm233Za99tqL0tJSotEoixcv5oMPPuC0007j6quv5oILLsDlcuU7bBEREREREZEeocS4iIiIiIiISB8QDoe54oorsCyLxx57jP322y9n6/REIsEnn3zCFVdcwW9/+1v2228/dtxxx/wFLCIiIiIiItKD7HwHICIiIiIiIiLf3AcffMDs2bO5/vrrOeKIIygqKsKyrOwfn8/HjjvuyO23305FRQVPPfUUjuPkO2wRERERERGRHqEV4yK9kDGG2rYYyZTJOZ5IpzFmA08SERGRHmWMoa4tRqJLf+2A+msRyYO3336bkSNHcsABB2BZVrdtLMti6NChHHnkkbzzzjvE43ECgUAPRyoiIiIiIiLS85QYF+mFDLC0IUI4nsp3KCIiIrIBBlii/lpEepHPPvuM0aNHEwwGv7CdZVnstNNO/PWvfyWRSCgxLiIiIiIiIlsFbaUuIiIiIiIi0ge0tbVRXFyMy+X60rZlZWWEw2HS6XQPRCYiIiIiIiKSf1oxLiIiIiIiItIHOI6DbWfmv5svqcHkcrk2qr64MQbHcUgmk3i93my98i9qb4whkUjg8XiwbfsL24uIiIiIiIj0FCXGRURERERERPqIDz/8kNtuu+1L2y1cuPBL26TTaf79739z66230tDQwI477sjPf/5zBg8e3G2y2xjDnDlzuO6661i0aBGDBw/m4osvZrfddlNyXERERERERPJOiXGRTcgYw8rmKNHkN9uO0BiIp775lobheIqFde1djseTX74yREREpK/aYvrrlPprEflqLMviP//5D//5z382qn11dfUXPv7RRx9x5plnsv/++3PggQfy2GOPccEFF/DII49QUFDQpX19fT1nnHEGJSUlnHzyybz00kucfvrp/P3vf2fw4MFf6z2JiIiIiIiIbCpKjItsYrVtMVoiyXyHAUAkkWZpYyTfYYiIiPQ6vam/jqq/FpFN5LLLLuP73//+Rrf3+XwUFhZ2+5gxhkcffZSRI0dy0003UVhYyJ577snRRx/N+++/zz777NOl/UsvvURjYyOPPfYYQ4cO5dhjj2Xy5MnMnDmTc8899xu9NxEREREREZFvSolxERERERERkT5g++23Z/vtt98kr5VMJpk1axaTJk2isLAQy7LYbrvtqKysZM6cOey9994526MbY5g1axajRo3KbrVeWVnJrrvuyrvvvptT/1xEREREREQkH5QYFxEREREREZEc8XiccDhMZWVlNgHu9XopLi6mqampS3tjDI2NjVRWVmYT4LZtU1FRwcKFC0mn09i2TW1tLR9++CFz587lpZdeIhQKbfLY0+k0Lpdrk7/u5rQlThxwHAfLsra4+vE6P3qGMQZA50cP0PnRc7bEz3pLvFYbYzDGbJGf9ZYW85Z4zdtSz48t8bNWzD1nS4x7c8WcSCSIRCIYYzZb36XEuMhaaceQTH+zWp7GgOOYTRSRiIiIrC+RcnDMN+trDaDuWkTki9m2jW3bpFKp7DFjDKlUCre7+6EEt9tNNBrNOZZKpXC5XNlBjUAgwIABAzj55JM3y0CKMYZHHnmEE088cYsaMH3mmWfYb7/9KC4uzncoG+3tt9+muLiYMWPG5DuUjdZZIuD444/fogYfZ86cyR577EF5eXm+Q9lo77//Ph6PZ5PtYtETjDE8/vjjHHvssXg8nnyHs9H++c9/svPOO9OvX798h7LRZs+eTTKZZOedd853KButqamJN954g8MPPzzfoXwlL774Ittuuy0DBgzIdygbbd68ebS0tDBx4sR8h7LRWltbefnllznqqKPyHcpGcxyHRx99lJNOOmmLmjjx6aefsnr1aiZNmpTvUDZaOBzm+eefZ8qUKfkOZaN1nh9b2j31X/7yFw488MANlovqjaLRKM8++yzHHXfcFvO72HlPfcIJJ2yW82OnnXbarJ+FEuMia7VGEny4ovUbv05aI+0iIiKbzYK6durb49/4ddRfi4h8Mb/fT2VlJYsXL86ugGpra6OpqYmampou7W3bZsCAAbzwwgskEgl8Ph/JZJJly5YxYMCAbBKyuLh4syZ/HcdhzJgxjBs3botJfBpjmD9/PuPGjaOkpCTf4Wy09vZ2iouL2W677fIdykZb9/zY0ASP3sYYw6JFixg3bhwVFRX5DmejxWKxLS4xvu754fV68x3ORjHGsGTJEsaNG0f//v3zHc5GcxyHRCKxRZ0fjY2NNDU1MW7cuC0qcbFy5Uq22247Bg0alO9wNprL5aK5uXmLOj9aWlpYvXr1FnV+pNPp7DVvS0p8+v1+SkpKtqjzo729naVLl25R50dnn7j99ttvMeeHMYa5c+cybtw4ioqK8h3ORotEIixcuJDtt99+izs/tqTvXOvaMr4FiPQAgwbJRUREeru0Y9Rfi4j0ANu22X///bnjjjuYP38+Q4YMYebMmbS3tzNhwgQsyyISibB48WJGjhyJ1+tl0qRJ3HHHHbz66qvsvffezJo1i3feeYdbb721xwZ5LMti6tSpW8wAXqdDDz0Un8+X7zC+kl133XWLGbzr1Hl+bGkDeAcddNAWk6jtNH78+C3y/NjSVosDHHjggVtczGPHjs1up76lKC0t5aCDDsp3GF/Zvvvuu8WdH9tssw2O88129expRUVFHHbYYfkO4yuxbZupU6ducdfqYcOGMXjw4HyH8ZWEQiGOOOKIfIfxlXTeM21p58fhhx++xd1TBwIBjj766HyH8ZVYlsVxxx23xX3n6qTEuIiIiIiIiIjk6BwMe+aZZzj66KMZNGgQH3/8MWeffTYjR44E4JNPPuGYY47h3//+N9tssw277747hx12GKeffjpjxoxh4cKF7LHHHuy///6bPL5Vq1axevXqnGODBw+msrKSUCiE4zg0NzdTV1dHLBZj9OjRBIPBTR7HVxEOh1m4cGHOYH9xcTHDhw8nEAiQTqepq6tjzZo1OI5DVVUV/fr1y+uAUzqdZv78+Tlb5LvdbsaMGYPP58MYQyQSYfXq1bS3txMIBBg8eDB+vz+vA6krVqygrq4u59iwYcMoLS3NOQ+MMaxZs4aVK1cyYsSIvG5l397ezsKFC3OShaWlpQwbNoxAIEAsFmP27Nmk0+ns46FQiG222SZvif5UKsX8+fOJxWLZY16vl9GjR2cT+cYYHMdh1apVNDU1UVBQwKBBg/B4PHk5R4wxLF++nPr6+pzjw4cPp7S0lEAgwIIFCwiHwzmP27bNqFGjCIVCPRluVmtrK4sWLco5Vl5ezpAhQ/D7/dlSFytWrKClpYWioiIGDRqE2+3O2+9iMplk/vz5xOOf7/bk8/kYPXp0NlHrOE72uldQUMDgwYPzGnOnzrjq6+vx+/0MGjQIv99PIBDAGEMikWDJkiXE43EGDx5MUVFR3mM2xtDe3s7y5csxxjBgwABKSkqy50dbWxt1dXW0t7dnr4f5ZozJ7i7T0dFBeXk51dXVeDweHMehsbGRuro6EokEpaWlDBw4ENu28/5ZO45DbW0t9fX1hEIhBg4ciM/nw+/3k0gkqK2tpaWlBY/Hw6BBgygoKMh7zJ3nwPLly7EsiwEDBlBcXNzlmtbW1sbChQsZOHAgVVVVeY2783dt2bJlRKNRKioq6N+/P263G9u2mTNnTs71xe12M3bs2LxOBOns81avXk1jYyMFBQUMHDgQr9dLMBjMPt7Q0EBtbS0+n49BgwYRCATy/lm3tLSwcuXK7C5QRUVFBIPBbvtMyNxXlZWV5SHaDGMM8XicZcuWEYvFqKyspF+/ftnrdOfv6Zo1awgEAgwZMgSfz5f3z3nde6LCwsIu50djYyMrV67E6/Vm+/h8xew4DosWLaK9vT3nuGVZbLvtttnrR+f9R1tbG9XV1VRUVOT9mvdllBgXERERERERkS769evHY489xj//+U9Wr17NxRdfzH777ZcdcOzfvz9nn312dnDd7/dzww03cNBBBzF37lx++MMf8p3vfIeCgoJNHtsDDzzAddddlzOg+/vf/56TTz4ZgJdeeolLL72U+vp6YrEYL7/8ct633Pz444857LDDsvXbASZPnsw999yD1+tlxowZ/OIXv6CtrQ3HcSgoKOD888/n7LPPztsgbywW4/vf/z6LFi3KJjorKir45z//ycCBA4lEIpxzzjm88cYbxGIxbNtm55135uabb2bo0KF5iRngj3/8I7fddlvO+XH77bd3WY3T0dHBueeey7///W8ee+wxDj744J4ONeu9995jypQpOQnjo48+mptvvhmPx8Py5cs59NBDSaVS2fNnwoQJPPbYY3lL1ra1tXHyySezfPny7Dk6YMAAZs6cmd3Wu6Ojg2nTpvH4448Ti8Xw+Xz8+Mc/5rzzzstLzMYY/vCHP3D//fdnJ0m4XC7uvvtuDjnkEIwxXHbZZbz11lvZ58RiMUKhEC+99BKjRo3KS9z//e9/Oe644wgGg9nz44QTTuD3v/89LpeLaDTKL3/5S5566ikSiQRut5vDDz+c3/72t3nbTra5uZmpU6dSX1+fLV0wbNgwnn32WcrLy0mlUtx///3ceOONtLe34/V6Oeqoo/j1r3+d19qw8XicO+64gzvvvJP29nZ8Ph8nnHAC11xzDZDZMvunP/0pzz//POl0mmHDhnHrrbey44475i0RYIzhlVde4Re/+AVLly7Ftm1Gjx7Nk08+SWlpKYsXL2bq1Kk0NDTQ1NTE9OnTe8XqxBUrVvDzn/+c119/nXQ6TUFBAffddx977bUX77//PmeddRb19fWkUil8Ph9Tp07lyiuv3Cz3FRsrGo1yyy23cN9999HR0YHP5+OHP/whl112GZZlcfXVV/PUU09lJ5QNGzaMG2+8Ma+7rDiOw7/+9S9+9atfsWLFClwuF+PHj+fhhx/OmRCWTCa59tprufXWW5k2bRrnn39+XuKFz8tE/PSnP+Xtt9/GcRyKiop4+OGH2WWXXYjFYnz3u9+lrq4u2/9UVFTwyiuvUF5enre4I5EIN9xwAw899BDRaBS/38+PfvQjLrzwQizLIplMct9993HrrbfS2tqK1+vl6KOP5ne/+13eSrw4jsOzzz7LNddcQ21tLS6Xi91335377ruPYDDInXfeyQMPPJBtn0wmicfjzJgxY7NMft0YnWVmLr30Ut5//32MMVRUVDB9+nR22GEH0uk0t99+O7fddhsdHR3Yts3uu+/OTTfdxMCBA/M2MS8cDmfvieLxOH6/n0suuYSzzz4bx3F47rnnuOKKK1izZg1ut5uJEydy0003UV1d3ePxQqY/vPzyy3njjTeyx2KxGMFgkDfeeIOhQ4cSi8W47rrrePDBB0kkElRUVHDttddy6KGH9urkeK9PjBtjiMViLFmyhFQq1Wtm4XUnmkiRWm9rTwsI+tzY68VrjCGSSONs5LZBFhYhn6tXvu+vy3EMHYnUV3pOyOvGtnM/g7RjiHTzOpZlEfJ2/cySKYdYKt2lfSTR9ZiIiGycztVCS5cuxXEchgwZ0itmRa9vQ33PhvrrVNohmtz4/kH9Nbhsi6C36y3mhvprr8vG5+m6ymlD/fX691oiIrL5WJZFv379+N73vtft4wMHDuTyyy/PaV9QUMDRRx+92Qfc0+k0BxxwAH/4wx+y/e66q1aGDh3KlVdeieM4XHDBBb1iy17HcaioqODhhx+msrISyGyd2DmgO2bMGK6//noGDx6My+Xiscce49prr2XPPfdkl112yUvMnZ/btGnTmDx5MpBJInYmPT0eDyeffDI/+tGPKCsrY/HixVxyySXcfPPN3HjjjXm7J0qlUhx66KFMmzYte2z9+tzGmGzyoqSkJO/b9hpjqKqq4qmnnsomBUOhUHag3BiDz+fj8ccfz24h6/P5CAQCeYsZMr/3N998M5MmTQIyK/Y6P2vHcbjrrrt44IEHuPrqq9lnn31obm7O+7bwqVSK4447jiuvvBLIvIfOmC3L4o477shZBX/ttdeyatWqvG7d6zgOAwYM4JlnnsHv9wNQUFCQnSTx+uuv89BDD3HttdcyadIk3nvvPS699FL23XdfjjvuuLzE3Hn9uOeee9hpp52AzPlRUlICwJw5c7jmmms455xzOOaYY1i2bBmXXHIJ2223HT/84Q/zlrh4+umnmTZtGpdccgmHHnoo0WiUWCyWjefBBx/k5Zdf5s4776S6upqrr76ayy67jL/85S9525nk008/5eyzz2bChAncfPPNFBQUsHTp0uy5UlJSwiWXXEJpaSnnn39+3q93kEkw/+xnP2Pu3Ln88Y9/ZNSoUSxfvjz7e1ZdXc1VV13FkCFDCAaDvPTSS1x55ZVMmDCBKVOm5O38+NOf/sRNN93E5ZdfzuTJk2lvbyedTmfjOeiggzjkkEOoqqqiqamJX/7yl/z617/mySefzNv1et68eZx77rnst99+3HHHHfj9flasWJGz3bQxhjfeeIMPP/yQgQMH5v0ciUQi/OQnP2HlypXce++9DBs2jKVLl1JTU5PT7qabbmLvvfcGMvcnndeXfDDGcO+993LXXXdx1VVXse+++9La2orLlRkjMsbwj3/8g6uvvpof/ehHTJkyhXg8Tnt7e14n1Xz44Yecf/75HHbYYZx11lm43W5qa2vxer3Yts0ll1zCWWedlX3OE088wZ/+9CfGjx+fl5ghs8vO+eefTzgc5sEHH2TQoEEsW7aMfv36AbBo0SKuv/56Tj/9dI477jiWL1/O+eefz4MPPsgVV1yRt+vH7bffzkMPPcSvf/1r9tprL5qamrLX6fr6en7605+yzz77cO6559Le3s4vfvELbrzxRqZNm5aX3YF8Ph+333579p7IcRz+7//+j8bGRmpqajDG8O9//5u7776ba6+9lgkTJnDnnXdy2WWXscsuu+Qtob8xenVi3BhDXV0dF154Ia+++irGGMaOHcttt93G2LFje92g84K6MA3t8ZxjHpfN7iPK8LlzT1zHwEcrWojEN26w3edxMXF4GW5X73rP30Qsmebdxc0bPTnAti12H17WZbC9I57if0uaMkXC1+H3upg4vJz1P7L6cJy5q9q6vH7+h0lERLZMndsRnn/++bz99tsYY9hpp524/fbbGT58eK/qr+Mph3eXNOOsl1x1uywmjijv0l+3RpPMWtay0a/v89hMHF7et/rrVLrbz2xDygt87Di4pMvxDfXXQytCjKjqOuNf/bWIiHwZv99PWVkZLpcLv9+fM2A0YsQIRowYwdy5c3tV7TuXy0VZWRllZWX4/f6cLYO33XZbtt122+zfzzrrLB577DGWLl2at8R4p+LiYsrKyvB4PDnbUHo8Hg488MDs30eMGMG3v/1tPv30UxzHyWst70AgQFlZGbZtEwgEupwHixcv5pFHHuGyyy7jnHPOyVOUuTrPj6KiInw+X5ctpW3bzp4/Pp8vb9uRr29D50dTUxP33nsvZ511Ft///vez54MxJu9xB4PBnOtH5/nROSGoU0NDA++88w4XX3xx3muWut1uysrKCAQC2Wte5+e4atUqBgwYwJQpUygtLWXQoEHccccdrFy5Mq8xQyYpW1ZWhtfrxev1ZmOeO3cufr+fs846i/LyckaNGsUhhxzCU089xWmnnZaXnTJisRh33HEHhx9+OBdddFHOxBTIrJ575plnOOmkkzjooIOwLIuf//znTJ06lYULF+YlUWSM4cknn8S2bX7/+9/Tv39/LMti9OjR2TalpaV897vfpaGhodfUG589ezYvvPAC06dP5+CDD8ayrGypFoCamhqOOOKI7PkyePBgpk+f3qWkQE/q6Ojg7rvv5rvf/S7nnntuzjUNMtePvffeOxuzMYapU6dyyy23kEwm85IY70zmFxcXM23atOwWx2PGjMlp19LSwh/+8AcuvPBCfvWrX/V4nOv73//+xxtvvMETTzzBvvvu2+X86LSh/icfWlpauO+++zjttNM4/fTTu5wf8Xicu+++mwMOOIBLL700ez3M5+RNYwwPPvggAwcO5Nprr6WkpATLshg7diyQOac77zs638N//vMfDjvssLyVY+icxPHBBx/wzDPPMHHixC7nR3NzMwCnnHIKw4YNY8yYMeyxxx6sWLEib593Q0MD06dP5+yzz+a0007Dtu2cWJYvX05jYyPnnXde9vM/9dRTue666/jZz37WZYJnT7BtO+eeqL6+nnfeeYfLL788W/LimWeeYa+99uLkk0/G5XLxs5/9jJkzZ/LOO+9w5JFH9njMG6v3fDvsRucsik8++YSnnnqKf/3rX3i9Xn71q1+RTCbzHV63TJc/G/5FM6a79t3/oRfMbt/UOj+fjf0MNnTRyjzWXfsN/NwNfO4iIvL1OI7D9ddfz6pVq5gxYwb/+Mc/6Ojo4Nprr82pgdg7GIzpvu/Z8DO+wp++2KEYNviZdf85frV7ny/50eqvRURkg1555RUmTZrEAQccwK9//WsaGxtzBqfznXjrzpo1azjmmGPYa6+9OOOMM5g9e3a3MRtjWLBgAUB2cCxfUqkUv/rVr5g4cSJHH300f/nLX0ilMrvAdMbb0NDA/Pnzee6553jttdc45JBD8j4h4fnnn2evvfbi29/+Nr/97W9paWnJGZy+8cYbOeqoo3KSR/lWW1vLoYceyqRJkzjnnHOYN29ezlhIOBzm5JNPZs899+TUU0/lv//9b953Q0gmk/z85z9n4sSJHHvssTz77LPZ7wBLliyhqamJXXfdlenTp3Pdddfx0ksvkUgk8hozwDPPPMOee+7JgQceyA033EBbWzcTMo3h9ddfJxaLsf/+++f1mmJZFsuXL2fy5Mnsvffe/OhHP+LTTz/N/vtPnDgRx3F49NFHmTNnDo8//jjt7e3ss88+eYsZMtePCy64gD322IOpU6dmtx+HTLK2o6ODuXPn4jgOLS0tfPLJJyxbtqzbf4+esGbNGpYsWcLee+/NU089xW9/+1v+/ve/E4lEgEyt9zVr1jB+/Phsrevhw4fj8/lYunRpXmJ2HIe3336biRMnMnfuXKZNm8YDDzxAbW1ttk1v7BNnzZpFeXk5JSUl3HLLLdx000189NFHG+wTly9fTlNTEzvvvHPeYl65ciW1tbVMnDiRRx99lGnTpvHcc8/l7DBhWRZtbW0sWLCAN998kz//+c8cdNBBedtNIB6P8/7777PHHnvw4YcfMm3aNKZPn86aNWuybRzH4cEHH2TEiBF861vfykuc6zLGMGvWLKqqqggGg9x0003ccsstfPzxxzl9XiqV4rLLLmPixIlMmTKFZ599Nnt/kg8rVqygoaGBCRMm8PDDDzNt2jRefPHFbB30lpYW5s+fz957783f/vY3pk2bxjPPPENHR0feYo5Go8yaNYu99tqLd955h2nTpvGnP/2JxsbGbtvPnz+fOXPmcNRRR+X1mvLBBx8wYMAA3G43N954I7fddlvOPdM222zDiBEjuPfee5k9ezYzZ87ko48+4jvf+U7e7k9XrFhBfX09O++8c7Yk1CuvvEIymcQYky178uGHH5JOp7P/Np31yPPNGMOrr75KKpViv/32w7IsHMdh/vz57LTTTtnJemVlZQwZMoT58+fnO+Qv1KtXjHd0dPDss89y1llnZbdkuvjiiznrrLNYvnw5I0aMyHOEIiIi0tzczAsvvMDPf/5zdtttNwAuuugifv7zn1NXV8eAAQPyHKGIiIj0NTvttBM/+9nPqKmpYeHChdx3332sWbOGW265pdeshltfRUUFP/7xjxkyZAgdHR08/PDDnHrqqcycOZMBAwbkJAAWLlzIVVddxXnnncc222yTt5jdbjcnnngipaWl+P1+XnzxRc477zx8Pl9O7cB7772XG2+8kVgsxqGHHpr3AdPdd9+dgQMH0q9fP+bNm8fdd99NQ0MD119/PbZt869//YvVq1fzm9/8hnA4nLc419WvXz8uvvhihg4dSmtrKw899BDf+973+Nvf/ka/fv0oLCzkggsuYPDgwSSTSZ566ilOOeUU/v73v+ctue/1ejn11FOprKzE4/Hw3HPPceaZZ/Loo4+y33770dbWhmVZXHvttdnV73/4wx+44IIL+NnPfpa3HQX22msvRo8eTVVVFXPmzPn/9u47Oqpqbfz4d0p6771ASAgBQuhFmoAgRZR2afqqYAELoojIvV4LiggqCFhoCoh0pVhAivReQggQNISWhJDeJ5PJzJz9+4M352cA73tRdBjcn7VcLmYmM8+eObP3mbP3fh5mz55NaWkpb7/9dp0L5mazmVWrVtG9e3ebpwMNDQ1l0qRJREdHU1xczJIlSxg1ahQbNmzA19eXmJgYnnjiCd566y0sFgsajYZJkybRuHFjm8Xs7OzM6NGjCQ4ORqfT8f333zNq1Ci++eYb2rdvT7t27Wjbti0jR44kPj6e8vJyhBBYLBabbYgyGAxqCQC4lnli7ty5DBw4kA8//BCz2YzZbMbNza1OO7VarVpT+q9mNpupqKggKyuL06dP4+fnx4ULF1i4cCErV64kMjLyjpsUh2uThJWVlUyYMAF3d3fKy8v54IMPmDdvXp3xRQhBYWEhr776Kr169aJz5842a09VVRU1NTV8/PHHwLU0w7Nnz+bhhx/m3XffVc8/tm7dyrhx4zAYDCQlJdXZPfxXqz0+jh49ytGjR/Hz8yMjI4PFixezYsUKQkJCOH36NJs2beLzzz+/Y86hSktLKSsr48UXX8Td3Z3i4mI+/PBDPv/8c7p3745Op+Oxxx4jODgYR0dHtmzZwpgxY1i6dCk9evSwyTFSVVVFVVUVs2bNAq6dQ3300Uc89dRTvP7669TU1FBRUcGKFSswm824u7vz8ccf07t3b+bMmWOTxRMWi4WKigr27t3Lrl278PX15dy5cyxbtoyvvvpKLf0D1xZQfPPNN8TFxdGkSRObpn8vKSmhrKyM5557Di8vLwoLC5k1axZLliyhU6dO+Pr68uKLL/LCCy/w2WefoSgKDz/8MN27d7dJzHBtcWNtPe7azDmzZs1i/PjxTJw4kaioKIYNG8bLL7/M559/jsViQVEUtFqtujjLliwWC6tWraJnz57qcVFbN722BBBc22Xu7u5ORUWFrUL9r9zRE+OFhYVUVFTQuHFj9YsWHx+PyWQiNzeXmJiYazuYhEBRFPX/tvpSKopyQ/0N5X9XTijKdTXGFXHTx//mc4v/ff477zzmd6tt/39dKlR9L697jxUFoSg37CITyrXHa9Dc8Hhb10mRJOnvQRE374d+L1vvBvkt+fn5GI3GOqk/fz1eh4WF1Rmva/+zxXitKLVx1H0vxW+M17c6Zoi7cbwWtzZe/9Z79lvj9X96vByvJUn6Kwhxe/ub2t+m0p+rX79+AGoKyujoaF577TXy8/Pv2EV5DRo04NVXX1Vj7t69O127duXw4cMMHDgQuHa+l5GRwdixY+nWrRtjxoyxaTpyJycnXnrpJfW8beDAgYwYMYL169dz//33q2mGR40aRb9+/cjMzOSDDz7gzTff5KOPPrJZLena97N2N0twcDCzZs3i1VdfRa/XM2vWLJ544gmKiorIz8/HbDaTl5dHUVERfn5+Non5+lT6Xbp0oWfPnhw/fpw+ffoQHBzM5MmT1ft79+7Nfffdx/bt2202Me7m5sbLL7+sxvTQQw8xZMgQ1q9fT9euXXFxcaGqqoru3bvzyiuvoNVq+fzzz5k1axaPPfbYDbVi/woajYahQ4eqMQ8ePBhvb2+WLFmi1mCGa9/FixcvcvjwYb744gubZ0Bo2rQpTZs2VfuP9u3b8+CDD5KSksK9997Lpk2b+OSTT5g2bRpJSUnqzuHQ0FBGjhxXWrtCAABSpElEQVRpk99enp6evPLKK+prP/DAAwwYMEBNfevl5cWiRYvYtGkTFy5coFGjRpw/f56VK1faLG29k5MTFouFRo0a8cEHH+Ds7My3337LuHHjGDNmjLoI5Nc7PKurq1EUxWb1o/V6Pc7OzphMJtavX090dDSXLl2if//+bNiwgXHjxtkkrv+Lq6srpaWlzJkzhz59+mA0GnnxxRf57LPP6N69u/p+FhQU8MILL+Dl5cWUKVPUery24OjoiMVioXnz5kydOhUHBwdWr17N66+/zpNPPklcXBwAPXr0YPv27eTn5zN//nzGjRvH6tWr1R2hfyW9Xo+TkxNGo5Gvv/6a8PBwzp07x4MPPsimTZt45JFHeO+99+jWrRtWq5VLly5hMpkoLi4mLy+PwMBAm/R/rq6ulJWVMW/ePHr06EFlZSXPPPMMn332GV26dMHR0VE9pwIYMGAAgwYNYsOGDXTv3t0mfZ6TkxOKotC+fXtee+019Ho9S5YsYcaMGYwePRq9Xo+joyPh4eHMnTsXNzc3tm3bxtNPP82TTz5J27Zt//KYtVqt+p1as2YNwcHBnD59mkGDBrFt2zZGjBihPrakpITvvvuOMWPG2Ky/g2vjuJubG8XFxSxYsICOHTtSVlbGE088wfz587nnnntITU1l8uTJjBkzhu7du5OXl8e7777Lhx9+yJtvvmmT48PFxQWr1UrXrl15+eWX0Wq1zJs3j08//VRd5PHOO+/QpUsXUlNTCQsLw93dnWeffbbOxLOtZGRkcPToUcaNG6f+Nqn9LH69yFRRFAwGA+7uN5ZMvJPc0RPjJpPphhMLV1dXhBB1Cr5v3ryZX375haysLObOnXvLr5OZmUlERMQf/kJUVFuosdS9oKLRQIqrIzd76tIqM9b/8iqzVqvhuKvDH55ayc7OJjQ01OYn9ACKEJRUmf/7vKgaSHV1RHvdm2BRBGVVN64kNRqr2IyZwF+tbIJr9WUrq22XVuXPYKw2UlZWRnBQsK1D+dPV1NRQWFRISEjobZpqvHMJ4Ep2NsEhweh1d3R3/YcJrtVECwjwx9HBNhfP/gy1fff1cnNz8fHxueUf++Xl5fTs2fN2hXfbmEwmhBB1Vre6urqiKIqaMkoIwebNm/n5559/93idlZVFeHj4HxqvFQElVTU3jD2/NV6brYJy43+/W0GrheOujn/r8dpBr2WP84191s3GawFsLMilXkSoemG91t04XldXV1NaWkpw8N9kvC4sJCT07h+vLRYLuXm5hIWF3/VtFcDVnBz8/f1tNtn1ZzjmqMPV8caJx7y8PLy8vG75AmxFRYVNdyP8XVx/PhAQEEBNTc0dWMbl/7s+Zi8vLxwdHdXrG0II0tLS1EnxSZMm2bym8fUxOzo64uPjg9ForJPuNjAwkMDAQBo3bkxRUREzZsygoqLCZpPMv45bo9EQEBCAxWLBYrGQn5/P6dOnGT9+vDpxXlJSwoQJE8jIyODdd9+1ecxwrS6zXq9Xj4/r73d3d8fV1dWmu4iuj8nZ2Rlvb2/1+IiIiMDT05N27dqpO2zbtm1LRUWFzXbXXh/zr4+P63cpf/fddwQFBdGqVau/MsSbuv6Yvv742Lp1K40bN+bRRx9Fr9fTokULduzYwdatWxk6dKhNdoFe/167uLjg6empHrMajQY/Pz8efvhh4FpK33/84x80atTIJhOIcG0sCQgIoFWrVnh5eQHQpk0brFYr5eXlNGjQgICAAE6dOsVDDz2EVqvl4sWLmEwmIiMjbRKzTqcjLi4OnU5HVFQUjo6O1K9fn8jISPLy8tSdiXea2NhYfH19SUpKwtnZGScnJ1q0aMHy5csxm804OzuTm5vLc889h6enJx988IH6mdhKcHAw/v7+tG7dWp2oatWqlXp81PL29sbb25uEhARcXFwYNGgQOTk5NjmunZyciImJoaKigoiICBwcHIiLiyM4OJi8vDwqKys5duwYW7du5aOPPgKguLiY8+fPc+7cORYvXmyTxQgNGjQgMDCQxMREnJyccHR0JCkpiS1btlBTU3NDn1Z7fmLLMTEoKEgdM2onBVu1aoWiKJSVlVGvXj0iIyNJSkrC19cXjUZDs2bNcHV1pbCw0CYxu7i4UL9+fRwcHAgPD0er1aoZVfLy8tTH1db1Li8vp1evXjbvU+Li4ggMDKRp06Y4OTkREBBAYmIiR44cwWq1cvDgQZydnXnmmWfw9PRUszEtW7aM1157zSa/ZQMCAggJCaFVq1bqOVHr1q0xm82Ul5cTHByMm5sbDz30EA8++CBWq5WJEycSExNjk/riv6YoChs3biQyMpLmzZurt9ceLydOnMBqtaLT6SgpKeHSpUt3VKmim7mjZ1qcnJxuSBVgMBjQaDRqh6zVaunTpw+9e/f+XQO9EIJPP/2Up5566o5JFfJnEUIwf/58Hn30UZuu6vmrpKenk56eru4kuJtlZWVx6NAhhgwZYutQ/nQFBQVs2bJF/eF0t1u0aBFDhw69I1aG/dm+/PJL+vbta7OLZ3+l1atX07Fjx9+1m8nWJ5834+TkhEajqTNeV1VVodVq1Yu5Go2G3r17c//998vx+r8wf/58HnnkEZvVIfsrffHFFwwaNMjmFzn+CtnZ2Rw4cIB//OMftg7lT1dYWMjmzZt55JFHbB3Kn668vJy1a9cyevRoW4fyl1i2bBm9e/e2+Y/zv8KaNWvo0KED4eHht/y3d+J4fTcxmUzs3buXkJAQPDw8uHz5Mu+99x5NmzZVzyVramooKCggLy8Pq9VKXl4eV65cISAgwCYXw4QQJCcnY7FYCA4OxmAwsGjRIkwmE4mJicC1uo2PPvooSUlJPPLII2p9Rx8fnzppe/9KOTk5pKWlUa9ePbRaLbt372bLli3885//RK/XU1JSwtGjR4mOjsbZ2ZmsrCyWL19OVFSUTeup7tq1i4iICNzd3blw4QIffvghjRs3xs/PD19fX7Zv365miigoKOCJJ55g4sSJPPTQQzaJWQjBkSNH0Gq1BAYGUlFRwbx58wBo0qQJAKdOnaKiooLQ0FBMJhOrV6/m8uXLtGvXziYxA1y+fJkLFy4QFRUFwLZt29i5cyfTpk1T23LfffexcOFCwsPDcXBwYN68edSrVw9fX1+bxFxdXc2uXbuIiorCzc2N9PR05syZQ2JiorpbHK6lPP3mm28YOHCgzXc9CSE4cOAAzs7O+Pv7U1payty5c9Hr9SQkJAAQFRXF5s2b2bRpE4mJifz8888cOHCAwYMH2yzrxPnz58nOziYiIgIhBJs2beLgwYOMHDkSuLa48NChQ/j7+6PT6Vi2bBnHjx9n2bJlNlsg7ObmxoMPPsiKFSto2bIlPj4+LFiwAG9vb8LDw3FycqJ///7qrsTQ0FDef/994uPjbVb2QqPR8OCDD/LEE0+wceNG2rRpw+HDh0lLS+OJJ55Ao9FgtVopKCggPz8fi8VCUVER2dnZ+Pr62qyvbtmyJcHBwSxatIhRo0ZRVFTE6tWrSUxMxMXFhfz8fJ588kmsVitvvvmmmqba3d0dLy8vm5xreXt707t3b5YtW0aTJk3w8PCoc3wYjUb27dun7vSs3dHq7e1ts2tdWq2WgQMHMm7cOH744QeSkpLYu3cvFy9epFmzZnh5ebF+/Xp1YZDFYuHxxx/n/vvvZ8yYMTY5Z9JoNLRv3x53d3cWL17MyJEjyc3NZd26dbRv3x4XFxeysrJIT08nOjoajUbDTz/9xM6dO5k6darNzsMDAwPp2rUrS5cuJS4uDmdnZxYuXIiPj496TDzwwAOsW7eOjh07EhQUxLJly7BYLDbrP3Q6HQMGDOBf//oXmzdvpnHjxmzbto2srCyaNWumPs5qtbJ69Wo6der0u34b3U4ajYZ77rkHBwcHFi9ezJAhQ8jKyuK7776jd+/e6PV6IiIiyMrKYs2aNeqO8Q0bNhAVFWWz8SUsLIwOHTqwePFioqKi0Ov1LFy4kODgYHXzxNGjR3F2dsbNzY0tW7awatUq3nrrLZstFqtVUVHBunXrGD58eJ1zIq1WS//+/XnmmWdYs2YNbdq04dNPP8XV1VUttXnHEnew8vJy0axZMzF79myhKIpQFEX8+OOPIjo6WmRkZNyW11AURezdu1dYLJbb8nx3MkVRxP79+4XJZLJ1KH+JvLw8cebMGaEoiq1D+dMVFxeLlJSUv0VbKyoqxLFjx/4WbVUURRw8eFAYjUZbh/KnUxRFHD16VFRWVto6lD+doijixIkToqSkxNah3DaFhYUiPj5eLF68WB2v165dKxo0aCCys7Nvy2vUjtdms/m2PN+dTFEUceDAgb/FeK0oijh06JCoqqqydSh/iZKSEnHixIm/xRhWUVEhjh49+rdoq9FoFIcOHfpbtLV2vK6oqLB1KH+6u3G8vptUVFSIwYMHi9DQUBEQECCCgoJEjx496vwmOn36tIiJiREBAQHC0dFR+Pv7i3r16omUlBSbxKwoivjwww9FdHS0CAgIEAEBAaJJkybiyy+/VK9HfPjhh8LR0VH4+fmJ4OBgERwcLMLCwsSyZctsErMQQhw9elQkJCSIwMBAERAQIKKiosSLL74oysrKhBBCXLhwQbRp00YEBQWJgIAAERISIu677z6RnJxss36xoqJC9OnTR4SEhIiAgAARHBws+vTpI06fPn3TmK5cuSIaNWokNm3aZINor1EURbz99tsiKipKPT6aNWsm1qxZox4fS5YsUY/pgIAA0bBhQzF37lybnjPu3r1bNGrUSD0+oqOjxauvvqqOE4qiiIyMDNG7d2/1GGnRooXYvn27zY6PkpIS0aNHjzrHx4MPPijS09PrxLRr1y4RHR0tzpw5Y5M4f01RFDF58mQRGRmpfv4tWrQQGzduFFarVQghxNWrV8U//vEPERwcLPz8/ERgYKDo37+/uHTpks3i3rx5s4iPj1ePj/r164s33nhDGAwGIcS1c6jRo0eL4OBgERAQIBISEsTixYtt+ptPURRx9epVMXz4cPUYSUhIECtXrhRWq1UoiiIKCwvFo48+qh7Tbdu2tfl5r8lkEtOnTxf16tUTAQEBIjw8XEycOFH9Lubl5al9tZOTk/D19RVhYWFi3bp1NotZURTx008/iRYtWojAwEARFBQk7r//fnHu3DmhKIr44YcfhIuLi/D29lbHxODgYPHGG2/Y7L1WFEVkZWWJgQMHqsdt06ZNxfr164XVahXFxcXigQceEKGhoWqb2rZtK3788Uf1u2oL1dXV4q233lLHmIiICPHaa6/d9Hd4TU2NaN++vTofYyuKoohNmzaJxMRE9b38dZ+2b98+0bBhwxvGn/LycpvGfOHCBfHAAw+ox0dSUpLYtGmT+l7W9h+157BxcXFiyZIlNp2bqqqqqjPGREVFiXfeeUdUV1erjzl//rxo0KCB+OGHH+6I371Wq1WsW7dONG7cWAQGBorg4GAxePBg9RpkRUWFGDdunAgPDxd+fn7C399fdOzY0aZ9taIoIj09XfTq1UsdP1q1aiV27NihxjRlyhQRFhYm/P39Rf369cXbb79t8+tliqKIbdu2iZiYGPHzzz/fcH9VVZX417/+pcadkJCg9ol3Mo0Qd27xM0VRePPNN/nmm2/4+OOP8fT0ZNKkSfj6+vLVV1/dlhVLv27+3b6q/+/UVqBOWre73d/ps5VtvTvJtto3q9XKhAkT2Lt3L7Nnz8bBwYGXXnqJRo0aMW/evBtSZP8ed+P79ltkW+9ef6f2yrbenWRbpTuFEILy8nLy8vIwGAy4uroSHh6Oq6ur+nlVVVWRlpZWJ7W6TqejUaNGNtl9LYTAZDKRm5tLWVkZWq2WkJAQ/Pz81JhzcnLIzs6+4fiLjo4mMDDwL48Zrp3n5efnU1xcjNlsxtfXl9DQUHQ6nZqGvKioiMLCQoxGIx4eHoSFheHi4mKz744QgtLSUvLz86mqqsLNzY3w8PDfjKmmpoaff/6ZyMhIvL29//qAQS0ZmJubS3l5OTqdjpCQEDXVam2cubm5lJaWAtdStgYEBNi09E5tavri4mIsFgv+/v6EhISg1WrVuIUQGAwGMjMzsVqthIaG1mnXX00IQUlJCfn5+RiNRtzd3YmIiFCzYNXKy8sjPz+fRo0a3ZbfM3+EEAKj0ageHw4ODoSGhuLt7V3nfTaZTGRlZVFRUYG7u/t/PO7/ChaLhby8PIqLi1EUBX9/f4KDg9Xjo7Yvz8nJwWw2ExwcTEBAgM3H3dr3srbWcnBwsNoH18ZtMpm4fPkyNTU1hIWF4ePjY9O4hRAoisKVK1coKirC29ubiIgIta+uqanh7Nmzaur92rbExMTYNGufEIKioiJycnJwcHAgMjJSHctLSko4d+4c109dhISE3JaSqH8kZqPRyOXLlzGbzYSEhODv768eG2VlZer5iYuLC6GhoXh6etr8+LBarWRnZ1NaWqrucK89Pq5/bFpaGn5+fgQFBdk87sLCQnJycnByciIyMlLt064ff/z8/NRydLaOuaqqisuXL2OxWAgNDa1zrlfbf2RmZmI0GgkMDCQoKMimY3nt8ZGVlUVZWRm+vr6EhYXVyTZSXl5ORkYGCQkJNkmtfzNCCPLz88nNzcXZ2ZnIyEicnZ3V76LFYuHKlSuUlJTg5OREeHg4Hh4eNj8+DAYDly9fRlGUG8aPqqoqsrOzMRqN+Pn53XBOZauY8/Pzyc/PJyEh4YYsNLXHT2ZmJhUVFeqYaeux/P9yR0+M177p48ePZ8+ePQghaNSoER9//DHx8fF/6M0VQlBQUMCmTZu4evUqLVu2pHPnzjecCNsjg8FAcnIyp06dIj8/n4cffpgGDRqo99cO4Nu3b+fMmTNERUXRu3fvOifU9qKgoICDBw/y888/YzabadKkCffee6/aydV2gvv37+fw4cP4+vrSp08fQkND7a6tFouFY8eOceLECYqKiggJCaFHjx5ERkaqbbFarZw6dYodO3ag1+vp2bMncXFxd0SN2t+rpqaG5cuXU1BQwHPPPaemeBJCcOHCBX788UeMRiOdOnWiVatWNksR9nsJIdi9ezc//fSTeptGo6Ffv35qyhEhBHl5efz444/k5ubSokULunTpYvN6g7+X2WwmOTmZ/fv3oygKrVq1omPHjuj1eoQQVFRUsHXrVtLT04mLi6NXr164u7vb1XdW/G+qux9//PGG+3r16sU999wDXEvzuGfPHo4fP05oaCi9e/e+Iy4E3CohBNnZ2YwbN44jR44ghCApKYmPP/6YevXq/eHx+urVq2zevJmCggLatm2rpkyyt/fpeuXl5SQnJ3P69GkKCgp48skn66SkEkJQWVnJtm3b+Pnnn4mNjaVnz542/1F9q2r7sIMHD5Keno7VaqVZs2Z06dIFNzc3dbyuqalh7969HDt2jMDAQPr06WPzH+K/R01NDUeOHOHkyZOUlJQQHh5Ojx49CAsLqzNeHz9+nD179uDi4kKvXr2IiYmxu7b+WnV1NV9++SVVVVU8/fTTatkeRVE4d+4cW7dupaamhnvvvZdmzZrZ5Xi9ZcsW9u/fr95Wm3auNsWcEIKcnBw2b95MUVFRnf7K3gghMJvNHDlyhEOHDqHVamnTpg3t27dHp9Opk05btmzhwoULNG7cmB49etSZlLQHQgh++ukndu/eXed2jUZD//79admyJXCt5unOnTtJTU0lMjKS+++/36aTOpIkSZIkSZIkSZIk/T539MQ41F2lZ7FYiIyMvC0rO3Jzc3n44YfJysoiIiKCtLQ0nn76af71r3/ZfCXoH3Xs2DFGjhyJl5cXZ86cYcOGDdx3333q/SaTiVdeeYVvvvmGRo0acf78eZKSkvjiiy9stjr691q6dCnTpk0jPDwcrVbLqVOn6Ny5MwsXLsTT0xOr1conn3zCe++9R3x8PHl5eXh6erJixQq1Bom9KC4upm/fvuj1ejw8PLh48SI6nY6VK1eqNcd++OEHnnnmGSIiIjCbzZSUlPDll1/Srl07u2prrdqL0GPHjsVkMpGamoq/vz9CCFJTUxk+fDjOzs64u7tz/vx5Zs2axZAhQ+yqrUII3nnnHRYsWECLFi3QaDRoNBqefvpp7r//fgCuXr3KiBEjuHr1KuHh4aSlpfHcc8/xyiuv2F1/VVNTw8yZM5k9ezYxMTG4ublhNBpZv349fn5+GAwGnnnmGXbt2kXDhg355Zdf6NGjB3PmzLFZXcXfQwjBxo0bWbJkiXpbWVkZR48eZfny5fTv3x+r1ap+9gkJCep4tGLFCpvtCPojfr1qWlEUtWbfH50Uz8rKYvjw4ZSUlBASEsLZs2d5+eWXeeGFF+xuYu16O3fu5Omnn8bb25vU1FT27NlTpwaP0Wjk+eefZ+vWrcTHx5Oenk6nTp347LPPbF7n8FaI/60P/8knnxAWFgZcq5HZu3dvPv74Y9zc3LBarcyYMYO5c+fSqFEjrly5QnBwMMuXL1f/xl5kZ2czcOBAXFxccHNzIyMjAw8PD1atWqUuVFyzZg0TJkygXr16GAwGTCYTy5cvp1mzZnY1htUSQrB+/XpeeOEFXFxcOHToEL6+vmq91EceeQQvLy+cnJy4fPkyn376Kf369bOrtiqKwiuvvMK6deto2rQpGo0GnU7HuHHj6NKlC3CtzurQoUOpqKggKCiIs2fPMnnyZJ599lm766+qq6uZOnUqixYtIjY2FicnJxRF4dtvv8XNzY2ysjJGjx7N8ePHiY2NJS0tjUGDBjF9+vQ7ZgfBf0MIwYoVK1i7dq16W3FxMSkpKWzYsIF7770Xs9nMv/71L1asWEFCQgIXL16kUaNGfPnll3Vq0UqSJEmSJEmSJEmSZAduNff63UBRFDFnzhwRHx8vzp49KwwGg1iyZImIjIy8aZ58e1NVVSWuXr0qzp8/LyIiIsSWLVvU+2preYaFhYmNGzcKg8Egjh07JqKjo8XKlSvviBoRt6KsrEwUFhYKg8EgDAaD+O6774Sfn5/YuXOnEEKIrKwsERsbK2bNmiUqKyvFpUuXRMuWLcXrr79+x9c5uJ7FYhF5eXmioqJCGI1GcenSJdGqVSvx73//WyiKIgwGg+jcubMYM2aMKC0tFYWFhWLw4MFiyJAhoqamxtbh/y4FBQWib9++4rXXXhMhISGioKBACHGtjsjo0aNFr169xNWrV0V5ebmYPHmyaNmypd3VgVQURUyZMkUMGzZMGI1GUV1dLaqrq9XaMoqiiJkzZ4qEhATx888/i8rKSvHFF1+IyMhI8csvv9g4+lujKIrYvXu3CAoKEp9++qkoKysTVVVVoqCgQG3vjz/+KEJDQ8WuXbuEwWAQO3bsEOHh4WLLli121T8piiIsFov6eVZXV4slS5aIJk2aiPz8fCGEED///LMIDw8XS5cuFZWVlSItLU00atRIzJ07167a+meyWq3inXfeEc2aNRPnz58XlZWV4uOPPxYxMTE2rZV3u1RWVorc3Fzxyy+/CD8/P3H48GH1vtp6a2FhYWLbtm3CYDCIvXv3ioiICPH999/b1TGiKIooKSmpM16vWrVKBAYGikOHDgkhhDh37pyIjo4W8+fPFwaDQaSnp4smTZqI999/367aKsS1mmz5+fnqeJ2RkSESEhLEhx9+KBRFEaWlpaJ169Zi4sSJory8XOTl5Yn7779fjB492qb1FP+InJwc0atXLzFp0iQRGxsrioqKhBBCmM1mMXToUPHQQw+J/Px8UVpaKp5//nnRqVMnu6tRbbVaxYQJE8TTTz/9m+P1m2++KVq2bKn2V3PmzBExMTEiMzPTxtHfmtqajoGBgeLLL78UFRUVwmAwiPz8fPX8ec2aNSIyMlIcPnxYGAwG8f3334uwsDCxf/9+G0d/axRFEWazuc54PWfOHNG6dWtRWloqhBAiOTlZhISEiG+++UYYDAaRnJwsYmJixNKlS+2uf5IkSZIkSZIkSZKkvzv7za/8B1gsFnbs2EHPnj1p2LAhrq6uPPDAA7i6unLs2DFbh/eHubi4EBwc/Js79Q4cOEBYWJia7rBZs2Z06NChTipne+Hp6Ymfnx+urq64urrSokULXF1dsVgsAJw5c4bq6mqGDBmCq6srkZGRDBgwgJ9++kl9jL3Q6XQEBgbi7u6Os7MzAQEBag0bgKysLC5evMjIkSPx9PTE19eXkSNHkpycTHFxsY2jv3VWq5X58+eTmJiopp2uVVpaytGjRxk6dChBQUF4eHgwbNgwCgoKOHfunI0i/mMqKio4dOgQJ06cwGg0qunvrVYrP/30E7179yY2NhY3N7c6/ZW4s5N+3GDdunXExMTw8MMPo9fr0Wq1+Pn5qWlZd+zYQfPmzWnbti2urq507NiR+Ph4tZyGvajdSejk5ISTkxNCCL755hv69eun1u86cuQIXl5e9OnTBzc3N+Lj4+nRowc7d+7EbDbbuAV3BovFwk8//cSDDz5IvXr1cHNzY9CgQVgsFk6dOmXr8P4wNzc3goKCfnO83r17N/Hx8XTs2BFXV1fatm1LYmIiu3bt+uuD/QM0Gg3e3t7qeO3i4kLLli1xdnZWx+KUlBS0Wi0DBgzA1dWVBg0a0KdPH3766ac6tWHtgYODAwEBAep4HRgYWGdX6aVLl8jOzmbkyJG4u7sTEBDAiBEj2LdvHwaDwYaR/z4Wi4W5c+fSuXNnWrRoUee+wsJCUlJSGD58OP7+/nh5eTFy5EguXrxIZmamjSL+Y0pLSzl48CCpqamYTCZ1vK6urmbPnj30799f7a8GDBiARqPhxIkTNo761q1Zs4bmzZszcOBAtFoter0ef39/tFqtmn68ffv2NG/eHFdXV7p160ZkZCT79u2zu/Far9er47XZbGbDhg0MGDAAT09PAPbv3094eDjdu3dXfzt17NiRnTt32l3/JEmSJEl3GyFEnf/uJndruyRJkiTJ1v6WE+OKopCVlVWn7razszNhYWF2e5HuVmRmZhIVFaXWO9TpdNSvX5/MzEy7PtmyWq2sXbuW8PBwtdZjdnY2Pj4+eHl5qZMO9erVo7i4GKPRaMtwfxchBJs2beKDDz7g2WefpaamhhEjRgDXLtSaTCYiIiLUdNxhYWFYrVaKiopsHPmtEUKQnJzMnj17eO65525IP1pRUUFFRQVRUVHq5xoYGIijoyP5+fm2CPkP0Wg0HDt2jKeeeorBgwfTt29fjh49qqamLiwspF69eurFd29vb3x8fLhy5YqNI781QgjS0tKIi4vjvffeo1evXowYMYJNmzZhtVrVtNkRERFq/XS9Xk90dDTZ2dkoimLjFvw+QgjS09M5efKkOsEA1xazhISEqCniNRoNDRo0ICcnx+4W7vxZzGYzV69eJSYmRr3N3d2dwMBAsrKybBjZXyMzM5Po6Gi1ZMLdNF6vWbOG+vXr07hxY+D/fx9cXV3VxzVo0IArV67Y5fdB/G9q8Q8++ICxY8fi4eHBwIEDAcjPz0er1RISEqKO1xEREZhMJkpKSmwc+a0RQnDw4EFOnjzJU089ddPxury8vE75mtrxOi8vzxYh/yFarZbdu3fz9NNPM2DAAB588EFOnz6tjtdFRUXUr19fbauvry/u7u5cvXrVrr6zFouF9PR0GjRowBtvvEGvXr14+OGH2bFjB4qiqH1zVFSU2j/V/pa6cuWKXY/Xp06d4vz58/Tv37/O4tNf909arZb69evL8VqSJEmS7hDffvstU6dOpby83Nah3FYZGRm8+uqrpKWl3bbnLCgo4MyZM3UW5F69epXTp0+r/509e5aLFy9SWlqKoih2dR4rSZIkSf+Nv+XEOFy74PPr2ry1u/v+Dhc3atv+691per3erttutVpZv349S5cuZfr06fj7+wM3trV2V4gQwm53eBw7dozvvvuO/fv34+XlpS5wqJ1Y/PVxXXuB2p7aKoSgsrKSDz74gKeffpqQkJAbHqMoCoqi3LSt9ngcDxs2jO3bt7Njxw42bNiAp6cnkyZNwmg0IoS4oa323F+ZTCa2bdtGTk4Ow4cPx83NjaeeeopDhw6p38vrJ1YcHBzssq21aifIYmNjadKkiXq7xWJBp9PV6Ytr2yp/eF5T+yP8+uNfr9f/LXbV343jtcViYeXKlaxbt44ZM2bg5eWl3n6zttaObfbo4MGDfPvttxw+fBhfX1/1OL7Zd98ex2uAsrIyZs6cyfPPP69mw/i13xqvNRqN3bVVo9EwevRodbz++uuvEUIwefJkampqUBQFq9Vap61arRatVmt3bbVarZjNZr799lsqKioYPnw4Go2GUaNGcfLkSXW8dnBwuOkYZq8URWHt2rUkJSURGxur3m42m9HpdOrCNpDjtSRJkiTdKYQQ7Nq1i4ULF1JZWWnrcG6ry5cvM3v2bC5cuHDbnnPJkiW0a9eO48ePq7dNnz6dli1b0qlTJ7p06UKnTp3o3LkzXbt25dlnn+X48eN2dz4rSZIkSf/J33JiXKPR4OfnV2dnqcViobi4WJ1QvZv5+/tTUFCg7uYQQlBQUGC3ba/dKf7uu+8yY8YM7rnnHvUinb+/v7qTGq61tbCwEGdnZ1xcXGwZ9u82adIkNm3axI4dO9BoNEyZMgUhBG5ubjg4OKi7w4UQlJaWAuDh4WHDiG/dtm3bOHXqFJmZmcybN4/vv/+eqqoqlixZwuXLl3FxccHZ2ZnCwkL1b8rLy7Fareoki72o3SXcpEkTwsPDadmyJePHj+fSpUvk5ubi6OiIu7s7BQUF6sXX6upqKioq8PX1tXH0t87f35/o6Gg+/vhjxo4dyyeffEL9+vXZunUrWq0WX19fiouL1R9dQgjy8vLw8/O7aappe1BWVsbGjRsZPHgwzs7O6u1+fn6UlpZSU1Oj3paXl4evr+8NiwP+rhwdHfHw8KgzXpvNZoqLiwkICLBhZH+Nm43X+fn5djteWywWli1bxuzZs/noo49o1apVnfG6qKiozqRafn4+3t7edSYa7cnbb7/N5s2b2bZtG8XFxcyYMQMAHx8fTCaTeuFOCEFJSQlardbuxutvv/2W8+fPk56ezrx589i6dStlZWUsWbKEq1ev4uLigqur6w3jtcViscvxumHDhjRu3Jjw8HDatm3LuHHjOHv2LCUlJTg5Od0wXhsMBqqrq/H29rarMczBwQEvLy8aN27MRx99xDPPPMP8+fPx9fVl165d6PV6vLy86vRPiqJQWFiIr69vnQlke1JYWMiWLVsYMmSIuvAUbv57Qo7XkiRJkiTZI6vVqi7q/PVtTk5OrFq1imPHjnHw4EFWrlzJiBEj2LlzJ/369WPlypV2mxVIkiRJkq5nn1ct/iC9Xk/Lli3ZvXs3BoNBTXObk5NDYmKircP70yUlJXHu3DkuX76sTp4ePHiQ1q1b29VFO7h2kX3FihVMmzaNadOm0a1btzoX4+Li4qipqSE5ORkhBCaTiR07dpCUlISjo6MNI791tTsnHR0dcXNzIzg4mNjYWLKyslAUhbCwMLy9vdm7d6+6Q2vXrl2EhIQQGBho6/BviaIoeHl5sWbNGpYtW8b27dupqqpi7dq1ZGdn4+vrS3R0NLt27VJ36xw5cgSgTokEe1C766r2IroQgpycHLRaLc7Ozjg5OZGYmMi+ffuorKxECMHp06cpLCykSZMmdvWd1Wg0tGnTps53VKPR1Pl3q1atOHHiBHl5eep7cebMGZKSkuz2QvuBAwcoKyujV69edW5PSkoiMzOTc+fOqZkS9u7da5f9059Fr9fTokULdu7ciclkQgjByZMnqaioID4+3tbh/elatmxJamqqmoa5oKCA5ORkWrZsaVfffbi2oOHzzz9nzpw5zJw5s84iNoDGjRtTXFxcJy31rl27aNmypd1NPP16vHZ1dSUsLIx69epx+fJlACIiIvDw8GDv3r3qGLBjxw4aNGhgd5PFtQvzVq1axbJly9i9ezfl5eWsWbOGvLw8/P39CQ8PZ+fOnep4ffDgQZydnYmOjrZ1+Lfk+vFaURSys7NxcHBQz80SEhLYvXs31dXVCCFITU2ltLRULRlgL7RarTpeazQatc2131mtVkvLli05evQohYWFCCG4ePEi58+fJykpyYaR/35CCLVmeLdu3er0Ty1atODcuXNcunRJ/e10+PBhkpKS6kygS5IkSZJkW7WlM3fs2MGuXbvU6wrXP6aiooLk5GS2bNnCzp07uXTp0g07ooUQVFdXU1NTg8lk4tSpU2zZsoX09HS17ndZWRlHjx5Vn+fs2bPqQrra56isrOT48eNs2bKF/fv3q+dO17NarWRkZLBt2zb2799PcXHxb7ZTCEFxcTGHDh1iy5YtHD58mPLy8j+UyUar1aq/W2JjY+nYsSMvv/wyGzZsICgoiFdeeaVOSndFUbhy5Qq7d+/mxx9/ZPfu3aSlpVFdXf27Y5AkSZKkv4p9bsH5gzQaDcOGDWPt2rWMGzeOpKQkVqxYQYsWLez2Ys6vVVVV8e2335KXl0dlZSVbt24lJyeH7t27ExERQadOnYiMjGTMmDEMGDCAffv2UVVVxUMPPWTr0G+JEILNmzczfvx4+vbty5UrV1i6dCkAHTt2JDY2lri4OLp27cqECRN4/PHHycjI4NChQyxbtszuJtlSUlJYuXIlkZGRODk5kZaWxpo1a5g4cSI6nQ5fX1+GDx/OBx98QFlZGdXV1XzxxRe89dZbdrc7/sEHH6R3797qv3fu3MmTTz7J2rVrCQ0NRafTMWrUKMaPH4+Liwt+fn4sWrSIIUOGEBwcbMPIb53JZGLKlCl4e3vj7e3NxYsXWb58OQ899BCBgYFoNBoefvhhBg0axPjx40lMTGTFihW0bt3aLvurgQMH8tVXXzFu3DjatGnD4cOHuXDhAu+99x4A999/P3PnzmXs2LH07NmTLVu24ObmRq9evexuIhD+f9roTp06ER4eXqcNSUlJtGjRgueee47hw4dz4sQJLly4wAcffGB3/dOfRavV8vDDDzNixAhefPFFGjZsyJdffknnzp1p1KiRrcP7wyoqKti4cSMFBQVUV1fz/fffk5aWRu/evQkKCqJHjx7Mnj2bMWPG0KdPH7Zv346DgwO9e/e2q++DEIJvvvmGyZMnM2jQIDIyMjh//jwA3bp1IyoqiiZNmqg7cB955BHOnDlDWloab775pl21FeDQoUOsX7+eqKgoHBwcSE1NZf369bz99tsABAcHM2DAAKZMmUJubi7FxcWsXbuWmTNn2t2imOHDhzN48GD13xs3buSNN97g66+/JiQkBK1Wy2OPPca///1vdDodrq6uLFq0iMcff9zusp6Ul5czbdo0/P398fT0JD09nZUrV/LYY4/h5eWFVqvl0UcfZcSIEUyYMIHY2Fi+/PJLunXrRsOGDW0d/i0bNmwY69at48UXX6RZs2bs3buXkpISunXrBsBDDz3EwoULefbZZ+nSpQsbN24kJCSELl262N13FqCmpoZVq1bRs2fPGxaUtmvXjtjYWJ555hkGDRrEwYMHKSwsZPDgwXbZVkmSJEm6GymKwrJly1i5ciUGgwGDwUBgYCDvv/9+nesJe/fuZfLkyRQUFGA2m9WSTmPGjGH8+PFqlrfCwkKGDBlC8+bNKS0t5cCBAxiNRp555hkmTpzIli1beOutt8jKysLBwUFdRDlnzhwGDRqEEIJTp07x8ssvc+rUKRwdHTGbzQQGBjJlyhT69eun/u43mUzMnTuXjz76CEVRcHFxISQkhH79+t3QTqvVyg8//MBbb71Ffn4+Wq0Wi8VCbGwsM2fOpHnz5rft/ESr1dKwYUNefvllRo8ezapVq9SslcuWLWPq1KkYjUb0er1aVmju3LkMHDjwtry+JEmSJP1Z/rYT40lJScybN4+5c+eycuVKkpKSmDRpEq6urrYO7w+rrKxk8eLFFBUVERkZya5du9i9ezcNGjQgIiICHx8f5s2bx/Tp0/nqq68IDQ1l4cKF1K9f3+4u7hQUFBAZGUlaWpq6clGj0RAQEEBsbCyOjo5Mnz6d999/n9WrV+Pp6cmcOXPo1KmT3bXVw8ODoqIiDh48iNlsxt/fn3feeYdhw4YB19o9btw4dDodmzZtQqfTMXnyZEaMGGFXbdVoNDg4ONyQwrJp06Z4enqqKXUfeughKisr+eqrrzCZTAwbNowXX3zR7lLu6nQ63Nzc2Lp1KxUVFbi5ufHCCy8watQodZdk8+bN+eyzz/jkk09IS0ujRYsWvPrqq3bXX2k0GmJiYliwYAEzZ85k8eLFBAYGMn/+fNq0aYNGoyE0NJRFixbxwQcf8NVXXxEdHc2iRYtuWmveHhQXF1NaWsr48eNvODZdXV2ZO3cu06dPZ+XKlfj7+zNv3jyaNWtmo2jvPBqNhvbt2/Pxxx/z2WefkZKSQqdOnZg4cSJOTk62Du8Pq6ioYOHChRgMBho0aMCmTZvQarUkJSURFBREUFAQCxcuZMaMGXz11VdERUXx+eefEx4ebuvQb1lBQQFRUVGcOHGCEydOANc+3+joaKKionBxcWHWrFm8//77rFq1Ch8fHz799NM66dbthZeXF7m5uRw4cACLxUJQUBAffPABgwYNAq5dYKrtwzdu3IiTkxNvv/02Dz30kN211dHRsc5kflBQEI0bN8bT0xOdTocQghEjRmAymVi9ejUWi4XRo0fz/PPP210mAAcHB5ycnNi0aRMGgwFPT08mT57Mo48+ql7UvOeee5gzZw4LFiwgJSWFLl26MGnSJLvrrzQaDU2aNGHevHnMnj2bEydOEBoayueff65mq6lXrx6LFi1i5syZfPXVV8TGxjJ58uSb1pq3B/n5+RiNRoYPH37D4jQvLy8+++wzpk+fzvLlywkODmbhwoXExcXZKFpJkiRJkq6Xn5/PypUrmTFjBq1bt+bSpUuMHz+eZ599li1btqjZBYUQPP/887Rp0wY/Pz+Kior44osvmD59Og0bNlTPyS0WCxcvXuTkyZOMGDGC77//Hk9PTywWCwcPHmT06NEkJCSwdu1a4uPjqaqq4tChQ4SGhgLXJtbHjBlDQUEBn3/+OW3atCEzM5OJEycyduxYQkNDadmyJQDfffcdb7/9NiNGjGDixIm4uLiwZs0aZsyYUSd9uRCCffv2MWbMGLp3787ixYsJDw/n3LlzvPTSS4wdO5bvvvvutmaN1Gg0dOzYEU9PT44cOYLJZCI3N5d///vf3Hvvvfz73/8mICBAzahjr9duJEmSpL8XjfgjeVbsXO1qPrPZjJOTExqNxu4uSN6MoihUVVXdkELHxcVFnZipTftTXV2Nk5OTmirRngghqKmpqVOft5azs7M6sfrrusx6vR69Xm93bYX/346amhosFgvOzs7qhbva9tQ+xmQyodFocHR0tMu2Xs9isVBdXY2bm1ud9gghMJvNKIqiXnS2t/bWfmZWqxWTyYSjo6P6Pb2+rXdLfyWEQFEUTCbTTfuf/+t+e2K1WjEajbi4uNx0Eqi2LzaZTDg4OKDT6ey2rX8mIQQWi0Xt+8D+vus3oygKBoPhhttdXV3V4+Vu+D7cynh9N3wffj1e19bru1k/B9fGa61Wi4ODg1229Xpms5mamhpcXV1vODepqalBCKGOYfbm+vHaycnppsfo3dRf3cp47ezsbNfnJrXnmq6urjfN2vLr306Ojo522z9JkiRJ0t1GURQmTJjAnDlzmD9/PqNHj1ZLwezbt4++ffvy6quv8s9//hPghmulcG2DUZcuXWjatCmff/45er2eq1ev0q5dO9zd3dm1axf+/v5oNBqsVivDhw9n//797Nixg7i4uBvOewFWrFjB6NGjmTdvHo8++qgaU3JyMvfddx/Dhg3jk08+wWw207dvX65evcquXbvURYZms1ndpb1u3ToeeOABLBYLQ4YM4ZdffmHXrl0EBASoz7tz504GDBjA/PnzGTp06G+ep7z33nu88cYbbNmyha5duwLw/PPPs2zZMvbt20eTJk1u+JvCwkI6duyIg4MD+/fvJyUlhT59+rBo0aI6r3V9+R1JkiRJulPZ19bK20yj0agTpXcTrVaLu7v7f3xM7YUre9tx+msajQYnJ6f/cxdO7QmZvaUTv15tO/5Tm2sfU3sh9m6h1+tvekzXTv7bs9rP7P/qi+6m/kqj0agpdX/P/fZEp9P9x/64ti+29/7pz3azTBJ3A61Wi4eHx398zN3wfbiV8fpu+D78erz+vx5zt43XN/ue/jfvhz24lfH6bumv/k7j9W+da9a6G347SZIkSdLdzNPTk44dO6rnbBqNhmbNmhEeHs6hQ4ewWq3odDoURSE1NZVt27Zx4cIFjEYjQghyc3Px8PDAarXWOddLSkrCz89Pfd7i4mJSUlJo3br1DZk3fz1BfPjwYTw9PenQoUOdmBISEmjQoAHHjh2jurqa4uJi0tPT6dmzJz4+PupjHR0d6dWrF6tWrVKfv6CggJSUFBo2bEh6ejoZGRnq65WXl+Pk5ERqaipDhw69re9t7TmfoigIIQgPD8fX15f3338fq9VK69atiYiIUBdKSpIkSdKdzv5nWCRJkiRJkiRJkiRJkiRJkqS/JXd3d9zc3Orc5uDggK+vL+Xl5ZjNZjQaDUuWLOGf//ynWgLIw8MDrVaLTqejurr6huf99aQ4gNFopLKykuDg4JtmmYFrE9VFRUW4urri6elZ5z69Xo+/vz+XL1+murqaqqoqqqqqCAwMvGFSuXZHeK3KykoqKyvZu3cvgwcPvuE1gTqp128Xk8lEaWkp9erVQ6/XExUVxcyZM5k6dSpjx47FxcWF+vXrM2zYMB577DG8vLxuewySJEmSdDvJiXFJkiRJkiRJkiRJkiRJkiTJLlVXV2MymercZrVaqaioIDQ0FL1eT0lJCR9++CGtWrXiiy++wM/PD51Oh8Vi4cyZMzct/XT9ZLWjoyPOzs6UlpbeNC17LQ8PD0wmE0ajsc7tiqKou7sdHBxwcnLC0dGRsrKyG56jvLy8zr9rs3D16dOH6dOn33Ri/nZn3xJCcPbsWYqLi+nbt69aTmjQoEF0796dtLQ0jh07xnfffcfkyZMpKirijTfeuGkpOUmSJEm6U9x8aZskSXbDaDRSUVFx07ryQggMBgMGg+E/nrBLkiRJ0t+JEAKz2UxFRQWVlZU33VlRXV1NRUXFn7LrQpIkSZIkSZKk26ekpISTJ0+q176EEJw/f56srCySkpLQ6XQUFRVRWFhI+/btCQwMVFOmX758mQsXLvxXr+Pn50d8fDzHjh0jLy/vpo/RaDQ0b96ckpISUlNT61yPu3z5MhkZGTRu3BhXV1cCAgKIiori6NGjGAwG9XFWq5U9e/bU+dvAwEBiY2NJSUnBwcGBwMDAG/7z8PC4renMKyoq+Oyzz9BqtQwaNEid8NZoNPj4+NChQwfGjRvH2rVradq0Kdu3b79hgYIkSZIk3WnkxLgk2TGr1crkyZPp0KEDo0aNuiHtU1VVFSNGjOCFF17AYrHYKEpJkiRJuvOsWLGCDh06cP/995OVlVXnPqvVyltvvUX//v0pKiqyUYSSJEmSJEmSJP23Zs6cydmzZzGbzVy9epVp06ah1+sZPHiwOpHr4+PDrl27yMnJwWKxkJ2dzTvvvENBQcF/9Rp6vZ6nnnqKgoICXn/9dTIzMzGbzRgMBk6cOMHZs2fRaDT06tWLqKgo3nvvPTWm3Nxcpk2bRnV1NY888ggajQZnZ2dGjhzJmTNnWLBgAeXl5VRXV/Pjjz+yYcOGOpPcTk5OjB07lsuXL/Pmm2+SlZWF2WympqaGvLw8tm/fzqVLl373+yeEQFEULBYL5eXlpKSkMG7cOH744Qcef/xxunTpgkaj4dy5c+zcuZP8/HzMZjNms5ns7GxKS0vV3fmSJEmSdCeTI5Uk2bGKigr27NnD2bNnyc7OJiMjg6ZNm6r35+TkcPDgQQYPHixPTCVJkiTpV3bv3s2ZM2dwcHBg165d/M///I964cloNLJnzx6sVivOzs42jlSSJEmSJEmSpP8kKCiIJk2aMHjwYAIDA8nNzaW0tJQpU6aQlJQEXNvtPWHCBP71r3/RvXt3QkJCKCgoICkpiebNm/9Xr6PRaOjbty9Tp05l+vTp7N69m7CwMEwmE5cvX+bDDz+kUaNGREZGMmfOHMaPH0+fPn2IioqisLCQkpIS3nrrLe699140Gg1CCB555BFOnTrF1KlTWbFiBa6urpSUlDBw4EDmz59f57UfeughioqKmD59Oj/++COhoaEIIcjPz6ekpITVq1cTHR19y++fwWDgySefxN3dXU1Bf+XKFXx8fHj77bd56qmncHJyAuDnn39m1KhR+Pv7ExgYCFzbCe/j48OkSZNwcHC45deXJEmSpL+SnCmTJDtWUlJCZmYmXbp0ISUlhR07dtCkSRP15PrChQuUlZWpPwIkSZIkSbqWJv3s2bPExsbi6OjI5s2bGTFihHoRp6ysjAsXLtCzZ09cXV1tHK0kSZIkSZIkSTej0Wjo06cPMTExDB8+nPT0dI4ePYpWq6Vjx440bdpUTf+t1WoZNWoUzZs35+DBgyiKQpMmTWjXrh3fffcd1dXV6mM9PDyYOHEicXFxN7ymg4MDY8eOpVevXhw4cIC8vDxcXV2pV68e99xzj/paPXv2ZOvWrezbt4/s7Gy8vb3p0KED8fHxdVKSe3p6MmvWLAYPHkxqaioeHh507twZBwcHQkNDiY+PV1/b0dGRp59+mvvvv59Dhw6RnZ2NXq/H29ub2NjY/3OCv3Pnzrz11lvUq1dPva1fv34EBwfXaZ+Pjw+xsbEkJCTg7+9fp555165d+eabb8jIyKCkpASA+vXr06FDBwIDA29rKndJkiRJ+jNohCw8LEl2a8uWLQwYMICpU6fyww8/4ODgwLp163BxcUEIwaxZs3jttdfYsmULHTt2lCenkiRJkgRkZWXRvn17evToQUBAAKtXr+bAgQOEh4cDsGfPHvr06cNbb73FSy+9JMdPSZIkSZIkSZIkSZIkSboLyBrjkmSnhBCcOXMGRVFo27YtPXv25Pjx42RmZqqPOXHiBD4+PkRHR8uL+pIkSZL0v7KzsyksLKRp06b06dOH0tJSDh06hBACIQRnz56lpqaGxMREOX5KkiRJkiRJkiRJkiRJ0l1CToxLkp2yWq2cPn0aPz8/wsPD6dGjB2azmd27dyOEoKqqil9++YXw8HD8/f2Ba5PpiqKgKAp3UrIIIQRWq/WOikmSJEm6OwkhOHXqFFqtloSEBJo1a0ZERAQ//PCDOjGempqKl5fX76rPdzOKotzR49ydOg7fqXFJkiRJkiRJkiRJkiRJ9klOjEuSnTKbzZw+fZqIiAgCAgJo2LAhcXFxbNq0CYvFQmFhIVlZWTRt2lStmaooCrNnz2bPnj02jr6u6upq3njjDTIyMmwdiiRJknSXq534dnFxoWHDhnh5eXHvvfeyb98+CgoKsFgspKamEhoaWqfW3h95ve3btzNv3rzbEP2fIycnh3/+85+Ul5fbOpQ6kpOTmTFjBmaz2dahSJIkSZIkSZIkSZIkSXcBOTEuSXaqoKCAK1euEB8fj7OzM66urtx3330cPXqUK1eukJmZSUlJCY0bN0an0wFQU1PD2rVrqampsXH0dRUXF/PDDz+ocUqSJEnSn6W6upqzZ88SGRmJr68vWq2WXr16kZubS3JyMkVFRWRlZREXF4ebm9tteU2r1UpERMRtea4/Q2pqKocPH0av19s6lDr27dvHpUuX5PmBJEmSJEmSJEmSJEmSdFvcWVe/JEn6r126dIni4mKaN2+u3tazZ0/mzJnDgQMHKCkpQavV0qRJE7U+6tWrVykvLycsLIzU1FQURaFRo0Y4OzsDYDKZyMnJIScnBycnJ+Lj43Fzc0Oj0ZCXl0dubi6RkZGkp6cTHBxMZGQkRqNRjSUkJISoqCj0ej1Wq5WcnBwyMzPx8/MjJiamzs71goICLly4QEREBBcvXsTDw4Pg4GCEEFgsFrKysrhy5QohISFER0ej1+sRQmA0Gjl//jylpaUEBAQQHR2txi9JkiRJ/5fKykrOnTtHu3btcHd3R6PR0Lp1a4KCgti0aRM+Pj7k5+eTlJSkjp9Go5HU1FQSExNxcXFBURROnz5NQEAAwcHB5OTkUFJSoo6RtbvR9Xo9iqIQEBBATEwMcG0HeVFRERkZGfj5+eHr68ulS5do1qwZVVVVnD17lpYtW6p/m5KSQmRkJP7+/gghMBgMZGRkUFVVRVxcHH5+fn+oDroQgpSUFKKioqisrOTkyZOEh4cTHh6OVqtFCEFZWRmZmZmUlZURGhqqjvWKonDy5ElCQkIwGo3k5uaSlJSEk5MThYWFXLx4Ea1WS0xMDD4+Pup7mZGRQWVlJbGxsfj7+6PRaBBCUFNTw/nz56mqqqJRo0acPn2apKQkNY6KigoyMjIwmUw0bNgQHx8fNBpNnfMKjUZDVFQUQUFBaLVyDbAkSZIkSZIkSZIkSZL0/8mJcUmyU2fPnkUIQaNGjQDQaDQ0bdqU6OhovvvuO9zd3XF1daVBgwbq32RmZmIymZg5cyb79u2jtLSURx99lHfeeQcHBweWLVvGe++9h0ajoaqqio4dO7Jw4UI8PDxYu3Yta9euxcXFhczMTN544w0sFgsTJ04kOTkZnU6HRqPh22+/JSYmho8//ph58+ahKAo1NTWMGzeOF198EZ1Ox48//sirr75KZWUlvr6+3HvvvdSrVw8nJycqKyuZOnUqX3/9tVoT/d///jePP/44BQUFPPvssxw9ehS9Xq+2ZciQIbb6GCRJkiQ7c+nSJUpLS2natKm6QzogIIAOHTqwc+dOYmNjsVqtJCQkANcmjs+cOcOECRP4/vvvcXFxoaamhgkTJvDyyy8THBzM0qVLOXLkCI6Ojpw4cYLKyko++ugjhg4dSklJCePGjWPRokV4e3tz8OBBXnjhBQoLC3F2dqZ79+7k5+ezfPlyjhw5wowZM9iwYQN6vZ6ysjLGjRvHrFmz8PPzU+M4d+4ciqIQFhbGF198QVxc3O+eHLdYLJw5c4aamhqGDh3KxYsXcXZ25osvvqBDhw5UVlYycuRIfvnlF7VW+rRp0xg+fDhGo5Hnn3+eBg0akJycTGBgIMuXL2f79u289957GAwGFEWha9euLFy4kMzMTCZMmEBKSgoAgYGBLFy4kMTERAwGA6+99hrr16/HwcGBrl27kp6eziOPPALA8ePHeeWVV7h06RJWq5X69euzePFioqKi+P777/nnP/+J0WhEURSCg4PVRQ6SJEmSJEmSJEmSJEmSVEtOjEuSHRJCcOLECTw9PYmJiVEvhnt6etKtWzdWrlyJl5cX0dHR+Pr6qn+XmppKVVUVXbp0YfLkyezatYspU6YwduxYoqOjadeuHatWrcLNzY2cnByef/55zp49S6tWrThx4gQ5OTm8//77NG/eHEdHR0aNGoW/vz/ffPONusMuLCyMtWvXsmTJEt5//30SExPZvXs3b7/9NsOGDaOqqopJkybx+OOP079/f9LS0nj22WcZN24cAHPnziU1NZUFCxYQFBTEgQMHmD9/PgMHDmT79u1kZ2fz9ddf4+fnR0FBAWFhYTb5DCRJkiT7I4Tgl19+wWg0kpSUpN6u0+no168f69evZ+nSpbi5udGwYUN1J/OZM2cIDAxUU6vXZlGJjo7GYrGQkpJCZmYm06ZNIyYmhhkzZrBp0yaGDh3K5cuXqampITQ0lJycHF566SUeeOABhg4dypUrV3jyyScZMmQIer2e5ORk6tevj5OTEwDZ2dnqTvSioiJefPFF2rVrpy5imz59OitWrODNN99U22K1WqmpqUEIcUP7NRoNTk5OdXZSV1dXk5aWRkREBO+//z5ubm5MmjRJnRjX6XRMnjwZLy8vNBoNa9asYcWKFQwePJirV69y4cIFYmJiWL58OQEBARw7dowpU6YwceJEunbtisViwWg0YjQaeeGFF/Dz8+Pbb7/FwcGBV199lQULFjB79mw+++wzjh49ypdffklISAizZ88mMzOT6Oho8vLyeOmll+jZsyf9+vVDURSmTJnC2rVref7555k7dy5Dhw5l+PDhCCEoKCi4bWnwJUmSJEmSJEmSJEmSpLuHnBiXJDtUWx81JCSEoKAg9XadTkfv3r359NNPKSgo4B//+Afu7u4AarrTxx57jJEjR6LT6XBxceGjjz7CZDJRXV3N6dOn+f7778nLy8NisVBWVoaDgwNGo5H09HQmTpzIgw8+iEajYcOGDZSUlPDll18SEBAAQP369TEYDCxdupSXX35ZfayjoyPvvfceJpOJ1atX07x5c5599lmcnJwIDg4mJCSEhIQECgsLWbJkCS4uLkydOlVta3FxMUajkcaNG+Pu7s6KFSto164d9957L/7+/n/9ByBJkiTZrVOnTuHu7k69evXq3N62bVs8PT05ceIEcXFxhISEqPclJyfTrFkzdYf5+fPncXBwICQkBIPBwPnz55k4cSI9e/YEIDIykry8PADOnTtHWFgYLi4urFmzBn9/fyZOnIiLiwuRkZFER0eTlJSkLnrr0qWLmjo8LS2N4OBg3N3d+f777zl69Cg1NTUcOHAAgKysLLy9veu0Iz09nalTp6Ioyg1t1+l0vPvuu3Xqnefn51NdXc3bb79NYmIiQgjuu+8+9u/fr96/bds2Tpw4gcFgoLCwkHr16qHVarl48SI+Pj68++67hIaGYrFYWLBgAaNGjeLxxx9Xa4MLIdi9ezc5OTksXLiQ4OBgALp168bBgwcpKSlh1apVvPfee3Tu3BmAHj16cPLkSfz8/Fi1ahWpqalotVp27twJXNv537BhQ3Q6HV27duXo0aPqTvPWrVur5VskSZIkSZIkSZIkSZIkqZacGJckO1RdXU29evXU9OO/1qJFC4YMGUJBQQF9+vRRL0pXVVWRkZHBoEGD0Ol0CCE4d+4cLi4uBAQEsGDBAhYtWkSPHj1ITEwkKyuLnJwcIiIiKCsro7i4mM6dO6u751JSUkhMTLxhYtpoNJKVlaXWZhVCcOHCBdzd3fH09OTkyZN069YNR0dHhBBcunSJsrIy4uPjyczMxGq1MmzYMBwdHdXn9PX1xdvbm6CgIFavXs3PP//MypUrWb58OatWrcLFxeXPf9MlSZIkuyeEwMXFhf79+9eZHAYICwvjkUceITk5mdatW6s7ji0WC2fPnmXMmDHAtYVmu3fvJiYmBmdnZzIzMzEYDLRp0waNRoPZbObMmTN0795dHS8TEhLQ6/WcOHGCVq1a4ezsrO5sLigoIDY2lvLyci5evMi4cePQaDRYLBZ27txJw4YNcXFxISUlhVatWtG7d+867Wnbtm2ddkRHRzNlypTffA9+vaCu9lzAw8ODuLg4tb0pKSk0a9aM4uJiHn/8cdzd3WnZsiWurq6sW7eOhIQEdDodp0+fpkWLFgQGBqLRaCgvLycrK4vOnTvfUN/7l19+ITo6Wq2JbrFYSE1NpXHjxmRnZ2M2m2nSpAkajQar1cqxY8eIiYnB1dWV5ORk7rnnHrp161bnOTt27IhOp2PSpElcvnyZlJQUJkyYwDPPPMPIkSP/28NCkiRJkiRJkiRJkiRJ+puQE+OSZIe8vb1ZsGABGo1G3b1Wy9/fn8WLFyOEqHNfaWkpFy9eZN++fTRr1oyrV6/y5ptvMnDgQLy9vdm6dSv9+/fnueeeIz8/n3fffZeYmBg8PDw4fPgw7u7uddKWu7q6cvr0aX755Re8vb0pKSkhMDAQnU6Hg4MD+/fvJzAwkOzsbF5//XX69euHr68vDg4OHDx4kAceeICKigreeOMN3Nzc8PPzw2AwoNVqSUxMpGXLltTU1HD8+HFatWrFlStX2LdvH127diU6OpoGDRpw8OBBLBbLX/a+S5IkSfZNo9Hw2muvIYS4YUexTqfj7bffRlEUtFqtOobW1NRQXl5Obm4uubm5HDlyhKVLl/LYY4/h4OBAeno6vr6+6g5zo9HI+fPnGTduHBaLhbS0NIYPH65mUDl+/DiZmZmYTCbeffddqqqqiIiIUF8nJyeHnJwcfvrpJzZu3Mgbb7yBRqPBzc0NrVZL37598fHxoaioiLNnz9KuXbs69cVdXFyoX7/+f/2enD17lpycHI4cOUKDBg34/vvvOXbsmFrPOzs7m2XLlhEZGcn+/fvJycmhZcuWAJw8ebLOTnq9Xo8Qgj179hAdHY3VaqWsrIyGDRvi5eXFuXPnOHv2LP7+/vzwww8cOnSI8ePHo9VqKSsr48CBA3To0IH9+/ezePFiJk6cCICbmxsODg488MADeHl5kZ+fT0ZGBq1ateLrr78mODiYuLg4GjdujJOTE7m5ub//IJEkSZIkSZIkSZIkSZLuWnJiXJLsUO3F9Vu579KlS0RERHDu3Dnuvfdeqqqq6N27N8888wxarZZu3boxffp0vvnmG6KiotBoNCQlJeHo6Eh6ejoNGjTA1dVVfY0BAwawbt06evTogbu7Ow4ODqxcuZJGjRoxZswY3nnnHT766COqq6vp27cv48ePR6fTMWLECJ5++mm6du1KaGgooaGhNGrUCHd3d+Li4ujbty+jR4/Gy8sLq9VKs2bN6NSpEyUlJXz66ae88cYbODg4oNFoeOutt2QNUUmSJOm/ptFofjPF9m/d5+LiQocOHXj99df55JNPaNmyJYGBgSQmJgLXdkInJCTg7OwMwJUrVxBCUK9ePcrKysjNzaVx48ZoNBoGDhzI//zP/9C1a1f8/f2JiYkhKioKb29vhBC0bt2asWPHEhgYSPv27fHz81NfZ8iQIfzwww90794dDw8PhBCMHTv2hp3Zt+rMmTP06tWLZ599FqPRiE6nY9q0acTFxVFUVERISAhDhgzBy8uLe+65B2dnZ+Li4qiqqiIzM5OHH35YnZj38PBg9OjRTJs2jUWLFqEoCt26deOzzz6jW7duLF68mL59++Ls7IyTkxPvvPMOjRs3prq6mi5duvD0008TGBhIq1at8Pb2pkmTJgA88sgjPProo3Tr1k0tEVM7oV6bxt7JyQmj0UjTpk0ZOnToH3pPJEmSJEmSJEmSJEmSpLuTRgghbB2EJEl/vuzsbLKysoiPjyc5ORkvLy8aN26Ms7MzGo0Gk8lESkoKBoOBxMRELl26hI+PD/Xr1+fnn3/GYrGoKU7hWvrVwsJCTp8+TU1NDTExMURHR6PX69UdctnZ2URERBAXF6emfLdarZw9e5YrV67QuHFjysrKsFqt6oX/2vrpOTk5BAUFER8fr05+FxUVcebMGUwmE/Hx8YSHh//hCQFJkiRJ+k+EEFRWVnL8+HGcnJxISEjgxIkTJCYm4uPjw+nTp9Hr9cTHx6PRaCgoKCAtLY2OHTtiMpk4ePAg7du3x9XVFUVROHfuHBcvXiQuLo7PPvsMs9nMzJkz0Wq1lJaWcvz4cby8vIiLi+Po0aO0adNGnQgvKiri9OnTVFdX06BBA3Xc/SNtO3jwIJGRkRgMBi5fvkzDhg2JiIhQ65zn5eVx8uRJAgMDiYqKIiUlhfbt26PVatm/fz+tWrXC09NTfU6LxaK20cvLi/j4ePz8/BBCUFpaSkpKCoqi0KhRI0JCQtTzivLyco4fP46zszONGjUiOTmZFi1aqIsGCgoKOHPmDDU1NcTFxREZGYlOp8NsNnPhwgXOnz+Pr68vCQkJeHh41NlFL0mSJEmSJEmSJEmSJEkgJ8YlSZIkSZIk6S+nKAoDBgzggQceYPTo0XIiV5IkSZIkSZIkSZIkSZL+ZHKrpSRJkiRJkiT9xWpqaoiNjaV169ZyUlySJEmSJEmSJEmSJEmS/gJyx7gkSZIkSZIk/cWEEJjNZvR6vSwLIkmSJEmSJEmSJEmSJEl/ATkxLkmSJEmSJEmSJEmSJEmSJEmSJEmSJN3V5PYUSZIkSZIkSZIkSZIkSZIkSZIkSZIk6a4mJ8YlSZIkSZIkSZIkSZIkSZIkSZIkSZKku5qcGJckSZIkSZIkSZIkSZIkSZIkSZIkSZLuanJiXJIkSZIkSZIkSZIkSZIkSZIkSZIkSbqryYlxSZIkSZIkSZIkSZIkSZIkSZIkSZIk6a4mJ8YlSZIkSZIkSZIkSZIkSZIkSZIkSZKku5qcGJckSZIkSZIkSZIkSZIkSZIkSZIkSZLuanJiXJIkSZIkSZIkSZIkSZIkSZIkSZIkSbqryYlxSZIkSZIkSZIkSZIkSZIkSZIkSZIk6a4mJ8YlSZIkSZIkSZIkSZIkSZIkSZIkSZKku9r/A+bodbxm/XuTAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Display reference plots\n", "before_stats = f\"{dest_path}/merged_traces_trace_statistics.png\"\n", "before_detect = f\"{dest_path}/merged_traces_barcode_detection.png\"\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(20, 6))\n", "for ax, f, title in zip(axes, [before_stats, before_detect],\n", " [\"Trace Statistics (before split)\", \"Barcode Detection (before split)\"]):\n", " ax.imshow(mpimg.imread(f))\n", " ax.set_title(title, fontsize=14)\n", " ax.axis('off')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cell-5", "metadata": {}, "source": [ "## Step 2: Split Oversized Traces\n", "\n", "Run `trace_splitter` with default parameters:\n", "- `--std_threshold 1.0` — split traces with Rg > mean + 1×std\n", "- `--num_clusters 2` — split each oversized trace into 2 sub-traces" ] }, { "cell_type": "code", "execution_count": 5, "id": "cell-6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "------- Running trace_splitter.py --------\n", "Split chromatin traces using K-means clustering when radius of gyration exceeds a threshold.\n", "\n", "\n", "1 trace files to process= /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces.ecsv\n", "$ Importing table from pyHiM format\n", "Successfully loaded trace table: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces.ecsv\n", "Applying K-means clustering with 2 clusters on traces with Rg > mean + 1.0 * std_dev...\n", "$ Mean Rg: 0.431, Std Rg: 0.110, Threshold: 0.542\n", "$ Number of traces split: 278/1792\n", "$ Saving output table as /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_split.ecsv ...\n" ] } ], "source": [ "!trace_splitter --input {input_trace}" ] }, { "cell_type": "markdown", "id": "cell-7", "metadata": {}, "source": [ "The output reports:\n", "- The computed **Mean Rg**, **Std Rg**, and **Threshold**\n", "- Each trace that was split, with its Rg value\n", "- Total number of traces split vs total\n", "\n", "The output file is saved as `_split.ecsv` alongside the input." ] }, { "cell_type": "markdown", "id": "cell-8", "metadata": {}, "source": [ "## Step 3: Compare Before vs After\n", "\n", "Run `trace_analyzer` on the split output and compare the trace statistics." ] }, { "cell_type": "code", "execution_count": 6, "id": "cell-9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "------- Running trace_analyzer.py --------\n", "Analyze chromatin trace files.\n", "\n", "\n", "1 trace files to process= /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_split.ecsv\n", "$ Importing table from pyHiM format\n", "Successfully loaded trace table: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_split.ecsv\n", "> Analyzing traces for /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_split.ecsv\n", "$ Number of spots in trace file: 94893\n", "$ Calculating overall barcode detection across 2070 traces...\n", "$ Exporting barcode detection plot to: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_split_barcode_detection.png\n", "$ Saved neighbor distances plot: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_split_first_neighbor_distances.png\n", "$ Mean distances between neighboring barcodes: X=-0.000, Y=-0.000, Z=0.000\n", "$ Calculating barcode stats...\n", "$ Exporting relative barcode frequencies figure to: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_split_relative_barcode_frequencies.png\n", "$ Saved projection plot: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_split_kde_projections.png\n", "Finished execution\n" ] } ], "source": [ "split_trace = f\"{dest_path}/merged_traces_split.ecsv\"\n", "!trace_analyzer --input {split_trace}" ] }, { "cell_type": "code", "execution_count": 7, "id": "cell-10", "metadata": {}, "outputs": [ { "data": { "image/png": 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apjIzM2W32xUTEyPDMGSaplauXKmffvpJSUlJ6tWrl/9cICXLoJcoLi7Wzp07FRkZKbvdrjp16igxMVE//PCDunTpIsuy9OOPPyomJkb16tWTVDqvy3sdAABQvqKiIuXk5Cg6OlqhoaGyLEt5eXn6+uuvtXPnTp177rlq3759qRVcAKCq8HhNFboZVEf1V1hYqNzcXMXGxsrlcsmyLGVnZ+urr77S/v37df7556tNmzbkNYAqyeMjr1H9VbgxnpmZqaFDh6pr1656+OGHZbfb9ccff+iyyy7T/v37ZRiGevbsqalTpyo6Ojrgc+zcuVMvvviiGjRooNDQUC1fvlxz587VM888o5CQEEnSqFGjdN999/kH9N966y1deeWVSkpKqmjpAADUGAcOHNCgQYM0ePBg3XnnnTIMQ0uXLtWQIUOUlZUlSRowYIDefPNNRUREBHyOTZs26T//+Y8aNGigkJAQLV68WAsWLNDEiRNls9kUERGh6667TuPHj5fH45HD4dDkyZM1ZswYxcTEVOLVAgBQfX300UeaOHGiPvzwQzVt2lRer1ePPvqoXn/9dTmdToWFhenNN9/UZZddxk1oAAAEgWVZmjx5sj788EN99NFHqlevntxut8aOHav33ntPLpdLUVFRmjp1qnr06EFeAwAQBBVujGdlZemPP/7Qgw8+KJvNJtM0NWXKFBUVFem9995TcXGx7rnnHi1cuFD9+/cP+BxhYWEyDEOffPKJioqKlJycrFdeeUUDBw70vzEYMmSIiouL9f7778vj8ej666/X7bffzhsHAACOwr59+7R+/Xqdf/75stls8nq9evPNN+VwODR9+nSlpaXpwQcf1NKlS3XhhRcGfI7IyEh5PB7NmjVLxcXFqlevnl5//XVdeuml/jy+5ppr5PP59PHHH8s0Td1xxx26+eabWdEFAIATwLIsLV++XLVr1/avxrJ161Z98MEHuuKKK3TTTTfppZde0iuvvKLevXsrLCwsyBUDAFDzmKap5cuXq169eqpdu7Ykae3atZo1a5ZuuOEGjRgxQk8//bRefvllXXDBBXI6nUGuGACAmqfCjfG8vDzZbDY1atRIhmEoOztbP/74o3r37q3LLrtMXq9XH374oZYuXVpuYzwhIUETJkyQaZryeDxyuVz+pVZLhIaG6vrrr9c111wjy7LkcBwsmcY4AAB/LysrS1FRUapbt67/68WLF6tfv3665JJLVFxcrKlTp+rXX38ttzGenJys1157TT6fT16vN2Beh4eH67bbbtPNN98s6eC+5GQ1AAAnRsnWKE2aNFFISIgsy9LixYvldrt1xx13qF27diooKNBNN92ktLQ0paamBrtkAABqHJ/Pp6ysLLVu3VoOh0OWZWnRokVyOBwaM2aMTj/9dI0aNUoPP/yw0tPTVadOnWCXDABAjVPhaVwl+4N7vV5ZlqWdO3dq27Zt6ty5s+x2uxwOh+Li4pSbm1vuc5QMqtvtdoWGhpa776hhGHI4HHI6nWUG4gEAwJF5vV75fD5ZlqXNmzdrz5496tq1q+x2u+x2+1HntcPh+Nu8djqd/rwGAAAnltvtlnRw4H3x4sVKTU1Vw4YNZRiG4uPj5fF4/I/5O5ZllfpT3jkAAHB0SnKzJIu9Xq+WLFmipk2bql69esed18dyDgAABFbhxnhiYqIiIiL06aefKiMjQ9OmTZNlWTrnnHNkGIa8Xq/S0tLK3V8cAACcfCkpKfL5fJo/f77S09P1/vvvKzQ0VO3atZMk8hoAgFOAzWbT6aefrp9++kkbNmzQmjVr9NVXX6ljx46KjY2VJO3fv19Op1Mul+uonnPbtm16/fXX9ccff5Q6XlxcrB9//FFvv/22FixYoLy8PAbcAQA4Ci6XS02bNtV3332nrVu36rffftPChQvVqVMnRUREyLIs7d+/Xw6H46jy2rIsbdiwQf/5z3+0fv36UucKCwu1cOFCvf322/r2229VUFBAXgMAcBQqvJR6UlKShg4dqnHjxun111/Xnj17NGDAAJ122mmyLEsHDhzQ2rVrNWjQoBNZLwAAOAb16tXTwIEDdf/99+u5557Tnj17dPXVV6thw4ayLEu7d+/W5s2b1aBBg2CXCgAAymEYhgYPHqx33nlHPXr08G9vcs0118hms8k0Tf3yyy+KiIg4qpvdCgoK9Nhjj+njjz/Wv/71L7Vp00aS5PF49Oyzz+qNN95QfHy8srKydNFFF+m1115TZGTkyb5MAABOaYZhaPjw4froo490wQUXyO12y263a8SIETIMQ6ZpaunSpYqOjv7bvLYsS7m5uXrooYc0d+5cvf7662rRooWkgzexPf7445o2bZri4+OVmZmpAQMG6Pnnn1dYWFhlXCoAAKesCjfGHQ6HHnnkETVv3lzLly9X48aNddVVVykkJESStGfPHp1//vk655xzTlixAAAEk2VZSs9zy2eWvgu7wO0LUkV/z+Vyafz48WrTpo1Wrlyp5s2b68orr5TDcfAtwJ49e9SjRw//gDgAAKe6Io9P2QWeMscLPFU3r49GixYtNHPmTM2cOVMFBQW69NJLdf7550s6uLS6x+PR4MGDj2qgfdasWbIsyz/AXnJ81apV+u9//6vnnntOgwYN0vLly3XllVfqq6++0sCBA9kqBQCAv9GuXTvNmjVLs2bNktfr1YABA3TWWWdJOrjEus1m05AhQ/62gW1ZlqZNm6bY2Fg1atSo1PFly5Zp2rRpmjRpknr37q1Fixbp+uuvV//+/dWzZ0/yGgCAI6hwY9w0Te3evVt9+vTRddddV+qcZVnq0KGDnnrqKdlsFV6tHQCAKsW0pA17c1V4Cg2s+3w+7dmzR4MGDdLNN99c6pxlWercubPq1q2r0NDQIFUIAMCJlVvk0apd2cEu44TLycmR3W7XE0884b/BrYTD4dCDDz6ojRs3yu12HzHX//rrL02dOlXPPvusbr311lLnfv75Z9WqVUuXXXaZwsLCdO655+q8887zN8YBAMCRZWVlKSIiQuPHjy+T1yEhIXrssce0bds2ud1u/wSzQDZv3qzZs2drwoQJWrZsWalz33//vRo3bqyLL75YoaGh6tatm9q0aaP/+7//U8+ePU/KdQEAUF1UuGvt8Xh0xx136MMPPyxzrmRpmGeffVYvvvjicRUIAAAqrqCgQDfffLM+//zzMucMw5DX69Vjjz2m119/PQjVAQCAo7VkyRJdccUVys4u2/Q3DENbt27VwIEDtWPHjnKfw+Px6OWXX9Yll1yili1bljm/fft2NWzY0N9YdzgcatasmbZt2+Z/jM/nU35+voqKik7AVQGobizLks8s+8cSex+jZvjmm2907bXXKi8vr8w5wzC0atUqDR06VHv37i33OYqKivTCCy9o2LBhatKkSZnz27ZtU5MmTeR0OiVJdrtdTZs21datW/2PKcnr4uLiE3BVAKobs7y8Jq5RA1R4xrh0cPkXny/wrDnLslRUVFTmzjgAAFC5PB7P3+a1xTtfAACqNNM0VVxcXG5mezweeTxll5AvYVmW/u///k/btm3T448/HnB1t+Li4jKz11wul9xutyzLkmEY2r9/v+bPn68VK1aoc+fOx3dRAKqdTfvztPVAfpnjHq8ZhGqAyufz+eR2u8s9fzR5PW/ePGVnZ+uKK64IuCx6cXGxwsPD/V8bhqGQkJBSr1uS17///rs6depUwasBUF1t3p+nbeQ1aqhj6lpblqXMzEzl5+fL7XaruLhYWVlZZe5ItyxL+/bt0x9//KFBgwad0IIBIBgsK/D97YbE3k2ocizLUnp6ugoLC/13iGdkZATM6127dmnt2rXq1q1bcIoFgBOIvEZ14/F4tG/fPlmWpbS0NHm9Xu3evVuFhYVlHvfVV18pJCSk1ED5oQoKCvTcc8+pQ4cO+v777+Xz+ZSZmanVq1dryZIlOvvssxUfH6/169f7m++WZSkjI0NxcXH+/4fq1Kmj6667TlFRUSf34gGcktwMqKMGKi4uVlpamv+zuMfj0a5du5Sbm1vqcW63W998880R8zorK0svvviiLrroIn377bdyu93KycnRihUrtGzZMrVv317x8fHatWtXqbxOT09XfHy8/3lK8nr27Nkn78IBnLLIa9Rkx9QYN01T48eP10cffSTLsnTgwAGtWbNG77zzTqnHWZalgoIChYaGqlevXieyXgAIitwir9bsLrtsZWp8hFLiwoJQEVA+r9erhx9+WF988YVM09SBAwe0bds2vfbaa6UeZ1mW8vPzFRMTo+7duwepWgA4cchrVDdbtmxR//79VVBQoKKiImVlZeniiy8uM9vb6/UqJydHV1xxhZKSkgI+V8kMtVmzZmnWrFmSpJ07dyojI0Omaapdu3Zq3bq13nvvPe3atUsNGzZUXl6eli5dqksuucT/PIZh+GePAwAA6Y8//tDw4cNVVFSkgoIC5ebmqmfPnuXm9Y033liqiX2owsJCWZaladOmadq0abIsS3v37tWMGTNkWZbatm2rtm3basGCBTpw4IDq1KmjrKws/fbbbxo1apT/eUryGgAAlHZMjXHDMHTuuefK4XDI5/Pp448/VuPGjXX22WeXeVytWrXUtWtXtW/f/oQWDADB4DMt5ReXXYra4+PuOlQ9NptNXbp0UWxsrNxut2bMmKHWrVvrzDPPLPO4xMREde/ePeA+owBwqiGvUd3ExsZq2LBhcrvd2rp1q7755hsNGTJEYWGlb/QICQlR8+bN1bt373K3M4uOjvbfNCcdHJy/+OKLNWjQIN1xxx0KCQlRly5dFB8fr3vuuUcjRozQd999p7179+qyyy476dcKAMCpKjExUVdccYU8Ho/WrVunJUuW6PLLL1doaGipx4WGhqply5bq1atXwC1NpIMzvRcsWODP66KiInXv3l233XabrrvuOjkcDvXo0UMvvvii7r33Xg0aNEjz5s1TYWGh+vTpc9KvFQCAU90xN8aHDBmiIUOGyOv1KjY2Vm3btlXfvn2P+D0AAKDy2Gw2XXnllZIOfoiOiopSt27djjgrnLwGAKDqqV27tp588klJ0sqVK5WSkqJx48YpMjIy4OOPlOc2m63U8uder1d169ZVYmKiwsPDZRiGkpKS9Prrr2vcuHF6+OGHVbduXb322mtq2bIl7xUAAChHgwYNNG7cOEnS4sWL9dlnn+nRRx8td7n0Y8nrkJAQ1atXz5/XklS/fn298cYbGj9+vB566CE1aNBA//nPf9S4cWPyGgCAv3HMjXH/NzocevDBB2UYBoELAEAVcmguh4aG6rHHHpPNZiOvAQA4xRya3W3atNELL7wgu91+QjLdbrdr6tSpcrlcpV6vffv2mj59uoqKiuRyufxNcwAAENihOXnuuefq7LPPPmF5HRISohkzZpSafW4Yhs477zzNmjVLhYWFCg0NVVhYGHkNAMBROKbG+KEMw5DNZlNubq62bNmi/fv3y+fzldq7xDAMpaamqlWrViekWAAAcGwMw5DdbldOTo42bdqk9PT0gHnduHFjNW/ePIiVAgCAIykZ7N6xY4e2bdum/Pz8MnuHOp1OnX/++YqIiDiq54uJiQl4PCwsrMxy7QAA4O+V7O29fft2bd++3b9n+KFCQkJ03nnnlTuj/PDni42NDXicvAYA4NhVuDFuWZaWLFmi++67T6tWrVJxcXGZkJekG2+8Ua+99tpxFQkAACrGsix99913evDBB7V+/Xq53e6AeT127Fg99dRTQagQAAAcjYKCAo0fP17vvfeeMjIy5PP5yjwmOjpaP/30k5o1axaECgEAQG5urv75z39q+vTpys7ODpjXtWvX1g8//KAGDRoEoUIAAGq2CjfGs7OzdddddykzM1MPPfSQWrZsWWoJthL16tU7rgIBAEDFpaWl6Y477pAk/fOf/9Tpp58up9NZ5nENGzas5MoAAMDRsixLM2fO1Guvvab+/fvr0ksvVUJCQpklUx0Oh+rWrRukKgEAqNksy9K7776r//73vxoyZIj69Omj2NjYMnntcrmUlJQUpCoBAKjZKtwY37VrlzZt2qQPPvhAvXv3Zg8TAACqoC1btmjv3r2aM2eOzj//fPIaAIBTkGVZWrhwoS644AK98cYbioyMDHZJAADgMB6PRz/88IP69u2rf//73yxzDgBAFWSr6DeW7GPSrFkzBtkBAKiibDaboqOj1aBBA/IaAIBTmM1mU+PGjY9q/3AAAFD5DMOQYRhq2rSpQkNDg10OAAAIoMKN8bp166pRo0Zavnx5wL1KAQBA8DVu3Fjx8fFavXo1eQ0AwCnKZrOpW7duWrNmjbKzs4NdDoBqqNjr07a0fG1Lyyv1JyPfHezSgFOGw+HQBRdcoJUrVyo/Pz/Y5QCohshr4PhVeCn1mJgYjRkzRi+88II8Ho86deqk8PDwMo8LDw9XTEzMcRUJAAAqJiEhQbfeeqv++c9/Ki8vTx06dAh453pkZKSioqKCUCEAADgaffr00ezZszV27FiNHj1aderUkd1uL/UYwzBUq1YtORwV/qgPoIZye01tScsrc7xhgqX4CFcQKgJOPYZhaNCgQZo7d64efPBBXX/99UpKSpLNVnpums1mU0JCAnkN4Ji5vaa2puXp8KkvDchr4KhVOH09Ho9mzZql1atX67rrrlNCQoJcrtL/4xmGoSuvvFJPP/30cRcKAACOXWFhoWbPnq3ff/9dV155pRISEuR0Oks9xjAM3XLLLXrggQeCVCUAAPg7q1ev1s8//6y0tDTNmDFDMTEx/iVbS1aFiYqK0ueff67GjRsHuVoAAGqmZcuW6ddff9WCBQv03nvvKSoqqkxeJyUlac6cOapXr16QqwUAoOapcGPcZrOpS5cuSk5OPuLj2rZtW9GXAAAAx8lut6t79+5q0qTJER/XsmXLSqoIAABURFJSkoYPH37ErVFCQ0MVGRlZiVUBAIBDpaSkaMSIEUfM66ioKIWFhVViVQAAoESFG+N2u1233377iawFAACcYCEhIbrnnnuCXQYAADhOLVq00EsvvRTsMgAAwBGcddZZOuuss4JdBgAAKEeFG+OGYZzIOgAAwElAXgMAUD2Q6QAAVH3kNQAAVVuFG+OmaWrdunXKyck54uNq167N/mYAAASJz+fT2rVrlZeXd8THpaSkKDU1tZKqAgAAxyozM1Pr168/4mPsdrtat27N8qwAAATJgQMHtGnTpiM+xul0qlWrVgoNDa2kqgAAQIkKN8Y9Ho/Gjh2rH3/88YiPGzVqlF5++eWKvgwAADgOhYWFGjNmjH799dcjPu6ee+7RE088UUlVAQCAY7V8+XINGTJEpmmW+5jo6Gh9//33atq0aSVWBgAASixcuFCjRo06Yl7Xrl1b3377rRo0aFCJlQEAAOk4GuMOh0N33nmnrrjiilLHvV6vNmzYoJkzZ6pz584aOnTocRcJAAAqJiQkRP/4xz904MCBUsc9Ho/WrFmjTz75RD179lT//v2DVCEAADgaZ5xxhl577TVZllXqeFZWlr766itt3rxZd9xxh5KSkoJUIQAAaN++fZm8tixLGRkZmj9/vvbs2aO77rpLCQkJQawSAICaq8KNcbvdrosvvjjgOdM0ddlll+muu+5SXFxchYsDAADHx+l0qm/fvgHPmaapSy65RI888oji4+MruTIAAHAsUlJSdPXVVwc8N2rUKN177736888/FRkZWcmVAQCAEo0aNVKjRo0Cnhs1apRuv/127dmzRxEREZVcGQAAkCTbSXlSm00dOnRQ/fr19fnnn5+MlwAAAMfJZrPp/PPPV3R0tL7++utglwMAACooIiJCI0aM0Lx587R///5glwMAAAKIjo7W0KFDNWfOHGVmZga7HAAAaqST0hg/1O7du0/2SwAAgONEXgMAcOrLzs5Wfn5+sMsAAABHQF4DABA8FV5K3bIsud1umaZZ5lxeXp6+/vprLVq0SE888cRxFQgAACquvLy2LEu5ubmaO3eufv31V1177bXBKRAAABwVn88nt9sd8Phff/2lV199VTExMYqNja384gAAgKTy89rr9Wr79u3697//rbi4OMXExAShOgAAUOHGuMfj0Y033qhly5aVOVdUVKT9+/erffv2GjBgwPHUBwAAjkNBQYGuu+46rVq1qsy5wsJC7d+/X126dFHv3r2DUB0AADhaP//8s0aPHl3mZjfTNJWRkSGv16tnnnlG8fHxQaoQAAB8+eWXuu+++8rktc/nU0ZGhiTppZdeUlRUVDDKAwCgxqtwY9wwDDVu3FhFRUVljkdFRalDhw7q37+/kpOTj7tIAPg7lmUpt8gr07JKHbcZhqJCHTIMI0iVAcFls9nUpEmTMscNw1BMTIzOPvts9e/fXwkJCUGoDkBNQ14DFRcZGalWrVrJOuz/H4fDodTUVPXp00fnnXce/x8BABBEsbGxAfPa6XSqYcOG6tu3r84++2zyGgCAIKlwY9zhcOjxxx8/4mMIeACVxbKkNbuyle/2lToeGeLQ2Y3jxd9GqKlCQ0P19NNPH/Ex5DWAymJJWrM7W/nF5DVwrNq2bavp06cf8TFkOgAAwXXeeefpvPPOO+JjyGsAAILnuGaMl7AsS5ZlyTRNGYYhm812QooDgGNh/f1DgBqnJK9L7la3LEs+n082m428BlBlWKQ48LcOzfRD/9hsNhmGwSA7AABVAHkNAEDVVuHGuHQw4Hfs2KEZM2Zo4cKFSktLU2hoqNq0aaPLL79cnTp1ktPpPFG1AgCACrAsS1u3btWMGTO0aNEipaenKzw8XG3bttWwYcPUoUMHORzH9ZYAAACcZJZlye12a+HChZo1a5bWrVsnj8ejOnXq6KKLLtLll1+upKQkBtwBAAgiy7JUVFSkb775Rp988ok2btwon8+nunXrqlevXho8eLASEhLIawAAgqTCU8Usy9LKlSvVv39/PfbYY1q/fr08Ho8OHDigDz74QAMGDNBrr70mr9d71M936J+jPQcAAMpnWZaWLFmifv366amnntKmTZvk8Xi0b98+vfvuu+rXr58mT54sn8/39092yHOS1wAAVC63261x48bp8ssv15w5c5SVlaXi4mKtXLlS//jHPzRkyBBt2bKFDAYAIIiKior00EMPafjw4Zo3b55ycnJUVFSkX3/9VXfddZeGDx+unTt3ktcAAARJhRvjRUVFeuSRR1RcXKwPPvhAS5cu1ZIlS7Rs2TItXLhQ/fv31zPPPKMVK1Yc1fN5vV5Nnz5db731loqKivzHLcvSn3/+qalTp+qtt97S6tWrZZpmRcsGAKBGycvL04MPPqiQkBDNnDmzVF5/++236t69u5544gmtX7/+qJ6vuLhY7733nt5+++1SzXTLsrRlyxa98847mjJlijZs2EBeAwBwAi1cuFCTJk3Stddeqx9++EG//PKLli5dqqVLl2ry5MnasWOHxo0bd0w3uwEAgBPHsix98cUXevvtt3Xbbbfpxx9/9Of1kiVLNGnSJK1du1bPPfccjXEAAIKkwuum7t69W8uXL9ebb76pfv36+Zd/cblcatWqlV544QWtXr1a33zzjTp27HjE57IsS999953Gjh2rkJAQDRo0SGFhYbIsS6tWrdLIkSNVXFyskJAQPfPMM5o0aZIuvvhilpwBAOBvbN++XWvXrtX06dPVvXv3Unndtm1bvfzyy7rooov0ww8/qGXLlkd8LsuyNG/ePN13332KiYnR8OHD5XA4ZFmWfvnlF1133XUyDEM2m03PPvus/vvf/6pr167kNQAAx6kkgzt06KDx48crKirKfy4pKUnDhw9Xfn6+nnvuOaWlpSk5OTmI1QIAUDOZpql58+ape/fuevzxxxUeHu4/V6dOHV177bXKysrS22+/rczMTCUkJASxWgAAaqYKzxjPzc2VZVlq2bJlmQFvwzAUExOj0047Tfv27Tvi81iWpQMHDujVV1/V8OHDZbP9rySfz6eXXnpJycnJ+v7777Vo0SL16dNHTz/9tAoKCipaOgAANUZGRobCw8PVrFmzgHkdHx+vJk2aHFVe7969W6+//rqGDx9e6pzX69Vzzz2nFi1a6IcfftCiRYvUqVMnPfPMMyouLj7h1wQAQE1jmqYOHDigFi1aKDIyssx5wzB05plnqri4mM/KAAAEidfrVXp6ulq2bKmwsLAy5202m9q0aaOioiLyGgCAIKlwYzwmJkY2m02///57wD1GMzMztW7dOtWtW/eIz2Oapt588021bt1a5557bqlzOTk5Wrx4sa666iolJSUpKipKV199tf78809t3769oqUDAFBjJCQkqKCgQGvXrg2Y1wcOHNCmTZv+dmaZz+fTxIkT1bVrV7Vt27bUuf3792vlypW6+uqrFR8fr5iYGF199dXasGGDdu3adaIvCQCAGsdms6l27dpavXq1cnJyypw3TVO//vqrQkNDFREREYQKAQCAw+FQYmKiVq5cGbDx7fP59OuvvyosLIy8BgAgSCrcGE9OTlanTp30wAMPaPr06dq9e7cKCwuVlZWl5cuX64477tDu3bvVs2fPcp/Dsiz9/vvv+uGHH3T77bfL4Si9sntGRobcbrcaNGggwzBkGIbq168vj8ej9PR0/3MUFxersLCQvVkAHDfLsmSaZf/w9wtOVQ0bNtSZZ56pe+65R5988on27t2rwsJCZWZmasmSJbrtttuUn5+vbt26lfsclmXp559/1h9//KGbbrpJdru91Pn09HR5vV6lpqaWyuuSu+VLnqNkFht7jwM4XuXmdbALA04SwzB06aWX6vfff9fYsWO1cuVK5eTkqKCgQDt27NDbb7+tp59+WhdccIESExODXS4AADWSzWZT//79tWjRIj344INavXq1cnNzVVBQoD///FNvvPGGXnrpJfXs2VOxsbHBLhcAgBqpwnuMh4SE6KmnntL111+v66+/XrVq1VJERIS8Xq/S0tIUEhKiJ554Qm3atCn3OfLy8vTcc8/p5ptvDjiz3Ov1yrKsUg1zp9PpPycdvDN+4cKFWr9+PUvQADhu6XlubdyXW+a4SWMcp6iIiAg9++yzGjVqlK688kolJSUpPDxcbrdbaWlpioyM1L/+9S81a9as3OfIysrSiy++qDvvvFO1atUqc97n8wXMa8uy5PP5JB1sYn3//fdav3698vLyTvyFAqhRyGvURF26dNHYsWP1/PPPa+bMmapVq5bsdrtyc3OVkZGhLl266JFHHim1PRkAAKg8hmGod+/euu222zRx4kRNmzZNCQkJstlsysnJUWZmpnr16qWxY8eW2eoMAABUjgo3xg3DUIsWLfTJJ5/os88+08KFC7V//36FhYVp6NChGjhwoNq1a1dmVlkJy7I0f/58bdiwQTk5OZo+fbqWL1+uvLw8zZkzR5dccokiIyNlt9uVnZ0ty7JkGIaysrJks9n8+6rZbDb16tVL559/vt57772KXg4ASJK8pqkCty/YZQAnjGEYateunT7//HPNmTNHixYt8jfE27Ztq0GDBql169blDqJblqVZs2Zpz5492rt3r6ZPn67FixcrNzdXs2bN0sUXX6yIiAjZbDZlZWX5V1fIysqS3W73Lw9nGIZ69uyp888/X1OnTq206wdQPXlNi7xGjeNwODR27Fh16dJFn376qdauXSu32626devqwgsvVL9+/RQfH89AOwAAQeRyufTYY4+pR48e+uyzz7RhwwZ5PB7Vr19fF110kfr27auYmBjyGgCAIKlwY1w6OMidnJysm266STfddJO/eX3o+SMpLCyUz+fThAkTJMl/59xrr72m5s2bq3379kpOTtaiRYvUs2dP2Ww2LVmyRBEREapXr16p1+DNBAAAgRmGoXr16um2227Tbbfddsx5XVRUpMLCQr3wwguSDja909PTNWHCBLVu3VqNGzdWfHy8fv75Z51//vkyDEOLFy9WVFSUUlJSSr0GeQ0AQMUYhiGXy6XOnTurc+fOklQq08lYAACCzzAMhYSEqHv37urevbv/5nHyGgCAqqHCjXGv16vly5fL5XKpbdu2stls/mC3LEv79u3TqlWr1L59e8XHxwd8jiuuuEIDBgzwf/3FF1/okUce0Zw5c1SvXj3Z7XZdffXVeuKJJxQVFaXo6Gi9+uqr6t+/v2rXrl3R0gEAqDE8Ho9++eUXRUVFqVWrVmXyeteuXVq/fr06duyomJiYgM9xww03aOTIkf6vP/roIz3//POaP3++f1m4K6+8Uq+88oocDoecTqdeeeUVXXPNNYqLi6uU6wQAoLrbu3evVq9erXbt2ikhIUHS/wbXfT6fli1bJofDofbt2zPoDgBAkOzYsUMbN25U+/btFRsbWyqTvV6vli5dqoiICJ155pnkNQAAQVDhzcfS09N19dVX65tvvgl4PicnR9ddd53mzZsX8HzJ3XMxMTH+P0lJSWratKliY2PlcDhkGIauuuoq3Xvvvfr00081ZcoUDRgwQA899BD7pgE4KpZlyesz5Qnwx2IfUtQAe/fu1fDhw/Xzzz8H/NB94MABXXnllfr+++8Dfr9hGAoNDfVndXR0tOrUqaMmTZooJibGn9c33XSTRo8erRkzZuj999/XyJEjdeedd/JBH8BRsSwFzGryGvif9957T7fffruKiooCnp85c6ZGjx6tvLy8Sq4MAABIB8eg3njjDY0dO1YejyfgY959912NGTNGxcXFlVwdAACQjmPGeFZWljIzM/1LnB/KMAylpqaqTZs2Wr9+/VE/Z9euXdWhQwdFR0f7j4WFhenOO+/UqFGjZFmWf99xADgaBW6flmzJkA7rzYU4bGrfIE4OO007VG/79u2T2+1W9+7dyzSpDcNQs2bNdNppp2njxo1H/Zy9e/dW165dFRIS4n+eyMhI3X///f6l2slrAMei0O3TUvIaKJdlWdqwYYM6duwYcPU0m82mnj17avbs2crMzFRUVFQQqgQAoGbz+XzavHmzOnXq5F/d5VB2u109e/bUokWLlJ2drdDQ0CBUCQBAzVbhxnhBQYHsdnu5y67a7XbFx8crNzf3qJ/T5XLJ5XKVOW6z2Uo1ywHgaFmS3D6zzHGG11FT5OXlKSwsTBEREQHPOxyOY8rrkhVfSprihyKvAVTUkfKa+eKAZJqmCgoKlJiYGPDGM8MwlJCQII/HI7fbHYQKAQCAz+dTQUGBTjvttICrp5HXAAAEX4XXIy8Z+N68eXPA5Q0LCgq0efNmJSYmVrw6AABwXBISEpSfn6+//vorYF7n5uZq69at5DUAAFWYzWZTYmKiNm3aFHApdcuytG7dOoWEhCgsLCwIFQIAAIfDoYSEBK1fvz7gUurkNQAAwVfhxnhycrJat26t8ePHa/PmzfJ6vbIsS6ZpKjc3V5MmTdKmTZvUrVu3E1guAAA4FqmpqWrSpInGjRunP//8s1ReZ2VlacKECdq3b5/OO++8YJcKAADKYRiGLrroIi1ZskTvvPOO8vPzZZqmLMuSx+PRH3/8oQkTJqht27ZKSkoKdrkAANRINptNF110kf7v//5P06dPV2FhYam8XrZsmSZOnKizzz5bcXFxwS4XAIAaqcJLqYeFhemBBx7QyJEj1bNnT3Xv3l316tVTfn6+fvnlF/3++++6/vrr1bFjxxNZLwAAOAbR0dF68MEHdcMNN+iiiy5S9+7dlZycrJycHC1evFhr1qzRHXfcodatWwe7VAAAcAQXXnih+vbtq3/84x/6+OOP1b59e4WGhmrbtm367rvvFBoaqvvvv18OR4U/5gNAlWZZUpHHJ+9h26/4TEsBFscCKp1hGOrXr59mzZql2267Te+//77atm0rl8ulzZs367vvvlNCQoLuvfde2WwVnq8GAFWaZVnl5LXIa1QJFf7EbBiGunXrpg8//FAvvviivvrqK2VlZcnlcqlRo0Z66qmnNGrUqIB7hgMAgMphGIb69u2r999/Xy+99JLmzp2rnJwchYaGqkmTJnrhhRd09dVXM4gOAEAVFx4erpdfflmnnXaaZsyYof/+97/yeDxKSEhQ586ddd9996ldu3YB9zQFgOrA7TO1bFtGwHMmA+2oIqKiovT666/r1Vdf1ezZs7V06VL5fD7VqlVLvXr10v3336+WLVuS1wCqLY/PIq9RpR3XKLjdblfXrl117rnnav/+/SooKPDvpRITEyNJhDwAAEFmt9vVs2dPde3a1Z/XLpdLtWrVUlRUFFkNAMApwDAMxcfH65FHHtFtt92mjIwM+Xw+RUZGKikpSQ6Hg0wHUO0xoI6qzjAMJSYm6sknn9Rdd92lzMxMmaapqKgoJSUlyW63k9cAqj3yGlXZcU8PMwxDISEhql+//omoBwAAnASGYSg0NFSpqanBLgUAAFRQyUB6fHy84uPjg1wNAAAIxDAMGYahWrVqqVatWsEuBwAAHILNTAAAAAAAAAAAAAAA1RobigLAcdifU6QCt7fM8fxiXxCqAQAAgZDXAAAAAAAAoDEOAMchp8irnKKyA+0AAKDqIK+B0izrf5v+Bdrn9O/OAwCAk4+8BgDgxKMxDgAAAABADbB37159/vnn2rBhg9xut1q3bq2BAwcqISFBhmHIsixlZ2fr448/1qpVq9SgQQNdccUVqlu3LgPuAABUkh07duiLL77Qxo0b5fP51K5dO1122WWKjY3153V6erpmzJih9evXq2nTpho2bJiSkpLIawAA/gaNcQAAAAAAaoDly5frgw8+UFJSkiRp7ty5+vzzz/X+++8rOjpaRUVFuvvuu/XDDz+oQ4cO+v777zVv3jxNnz5dtWrVYrAdAIBK8NNPP2nGjBlKSkqSz+fTnDlztGDBAk2ePFnh4eHKy8vTrbfeqpUrV6pdu3b65ptv9NVXX+n9999XbGxssMsHAKBKozEOAAAAAEANcNFFF6lbt24KDw+XJC1atEiDBw/Wxo0b1b59ey1btkxff/213n//fXXt2lWbN2/WpZdeqs8//1zXXXddkKsHAKBmuOyyy9SvXz+FhYXJsix9+eWXGjVqlLZt26YzzjhDixYt0uLFizVr1ix16NBBq1evVv/+/fXNN99o8ODB3MgGAMAR2IJdAAAAAAAAOPlCQ0MVERHhX4Y1IiJCoaGhCgkJkST98ssvql+/vs4991zZbDY1btxYXbp00ffffx/kygEAqDnCwsIUHh7ub3BHREQoLCxMLpdLkvTzzz+rRYsWatu2rWw2m1q0aKEOHTpo0aJFwSwbAIBTAjPGAQAAAACoIbKysvTvf/9be/fu1dKlS3XjjTfq9NNPlyTt2rVL9erVk8NxcKjAbrerfv36+vHHH/3fX1BQoJ07d2rPnj1BqR/A8fGZloq9vjLHizxmEKoBUJ60tDT95z//0f79+7V06VLddtttatSokaSDeZ2amiq73S7pYF6npqbqzz//9H9/SV7v3bs3KPUDOD7l5XWxx5QVhHqA6oTGOAAAAAAANYTX69WWLVu0e/duFRYWKjc3V8XFxXI6nTJNs8zyqzabTaZpyrIsGYahwsJCbdmyRfv37w/SFQA4HlkFbq3ckRXsMgD8DbfbrS1btmjfvn0qLi5Wdna23G63wsLCZJqm/ya2EoZhyDT/d4NLUVGR//sBnHrIa+DkoTEOAAAAAEANUatWLU2ePFmmaWrNmjUaMmSIzjnnHA0ZMkS1a9fWihUr/APrpmlqz549ql27tr9hHh8fr4svvlj5+fnBvAwAFWRJMplqBlR5KSkpevfdd2Wapn777Tddfvnl6ty5s3r16qXatWtr3bp1Mk1Tdrvdn9d16tTxf39cXJwuvvhiFRQUBPEqABwP8ho4OdhjHAAAAACAas6yLPl8PlnWwRE2wzCUkJAgl8ulrKwsSdJZZ52l7du3a926dbIsS2lpafrpp5/UqVMn//McPqMcAACcOIHyOjExUXa7XdnZ2ZKkjh07avXq1dq2bZssy9KuXbu0fPlynXPOOf7nIa8BAAiMGeMAAAAAAFRzpmnqpZde0pYtW5ScnCy3263vvvtOpmmqe/fuMgxD5513nlq3bq3rr79el1xyiZYsWSK73a4BAwYEu3wAAGoEn8+nZ555Rnv37lWdOnVUWFiob775RjExMerUqZMMw9CFF16ohg0b6pprrlHPnj31/fffKyEhQX369Al2+QAAVHnMGP9/7N13eFRV+gfw70wmvRfSKyGU0EJHQLpAAFHECioKomBBBBHXn65tWZV1EVF3RRRFXQvYUJciHaRK74SW3nuZPvf9/ZHNXYYEF6RMJvl+nodn13tvJu+ZzJz33vPeew4RERERERFRE6fRaJCSkgKbzYbt27dj//79GDBgAJYvX47ExEQAgK+vL/75z39i6NCh+O2339CqVSssXboUMTExfPKMiIjoOtBqtejatSuMRiN+/fVXHD58GKmpqfjqq68QHR0NoHZZkw8//BA33HADdu/ejc6dO+Pjjz9GaGgo8zUREdH/wCfGiYiIiIiIiJo4rVaLIUOGYPDgweq2usHz8/83JiYGr7/+ut0UrhxkJyIiuj60Wi1Gjhxp9/R3Q/m6ZcuW+Pvf/858TUREdJlYGCciIiIiIiJqBi5l0PzCwXciIiK6vpiviYiIrh1OpU5ERERERERERERERERERE0aC+NERERERERERERERERERNSksTBORERERERERERERERERERNGgvjRERERERERERERERERETUpOkcHQAR0cUoIoDU367RABqN5voHRM2GABARKIr9B1ARaegjSUTUrDFfkyMpDeZrBwVDRNQEFVaZUGO21dtutNTfRkRERI5RWGWCnvma6JKwME5EjdapgiqUVJvttum0GqTEBsJNx4F2unYsNgV7MsrQ0KfMxBNKIiI7pwqqUVJtstvGfE3Xg8Um2NtAvraxMk5EdNXozbYGB9qJiIio8TCYbTAwXxNdEhbGiajRMlqUehfgOq0GIhzspGuPJ5NERJfGZKk/YM58TdcL8zURERERERERXSquMU5ERERERERERERERERERE0aC+NERERERERERERERERERNSksTBORERERERERERERERERERNGgvjRERERERERERERERERETUpLEwTkRERERERERERERERERETRoL40RERERERERERERERERE1KSxME5ERERERERERERERERERE2azpG/XFEUZGdn48iRIygsLIS/vz969uyJyMhIaDQaAICIoKCgANu2bYPZbEbPnj2RkJAArZY1fSL646yK4FxxDbT/6WvqVJusDoqIqPFSFAUZGRk4cuQIiouLERwcjF69eiE0NNQuX+fk5GDHjh1QFAW9e/dGbGysup+I6I+wKoL0BvJ1DfM1ERERERERERFdJocWxg0GAx577DGcPXsW3t7eKC0thaenJz766CP07NkTIoKTJ0/i/vvvR3l5Odzc3GA2m/H+++9j0KBBHGwnoj/MpggySvSODoPIKVRXV2Py5MkoLCyEl5cXiouLERAQgKVLl6JDhw4AgIMHD2LixIkwmUzqzWtLlixBr169mK+J6A9jviYiouZGUQQn86tgsip22zUaICnUB17uDh3KI7om8iqMqDDUv/HRaLE5IBoiolDigJ8AAJRPSURBVP/tYvnay90FSaE+HAujJim/wojKBvK1wexc+dqhZ9MeHh5YuHAhvL294eHhgZKSEkyZMgX/+Mc/0KNHDyiKgrfeegs+Pj5YtmwZPD098dxzz+HVV19F79694eXl5cjwiYiImgUvLy8sXrwYvr6+8PDwQH5+Ph544AF8+OGHWLBgAaxWK15//XXExMTg/fffh4uLC2bMmIG5c+fim2++gbu7u6ObQERERETkFARAaY0ZhgYKgvEh3tc/IKLrQG+2Qe9kg+pE1LxdLF/7WXkDGzVdTSVfO3Q+chcXFyQkJCA0NBS+vr6IjY1FcnIyampqICKorKzE1q1bcf/99yMuLg6hoaGYNGkSzp49i4yMDEeGTkRE1GzodDokJiaq+TohIQFt2rRBdXU1AKC4uBh79+7Fgw8+iKioKISHh2PSpEk4evQocnNzHRw9EREREREREREREZGDnxgHatckPXLkCI4ePYqzZ89i+/btePXVV6HRaFBSUgKj0YiWLVsCADQaDRISEmCxWFBcXKz+/Pn/S0RERFefiGD//v1IS0vDiRMncPjwYcyfPx9AbWHcYrEgISFBnSoqPj5ezdcJCQl2+Zo5m4iIiIiIiIiIiIiuN4cXxgFg8+bNWLRoEUpLS5GSkoKkpCQAgNVqhYjAzc1NHWh3dXWFiMBisQAAFEXBmjVrcPz4cZjNZoe1gYiIqKlbs2YNvvjiC5SUlKBPnz6Ij48HYJ+v67i5udnlaxHB6tWrcfz4cRiNRkeET0RERERERERERETNmEOnUq8zefJkbN68GZs3b0ZISAhmzZoFo9EIb29vaLVaVFRUqE+XVVRUQKvVwtu7dl0lrVaLYcOG4aGHHkJAQIADW0FERNS0Pfnkk9i8eTM2btwIAPjTn/4Eq9UKLy8vNV/XuTBfazQaNV8HBgY6JH4iIiIiosZCRGCxKTBb7f9ZbAoEVz7D0sVe32rj7E1ERESX6lrna5si9V7bbFVgVZivia4Vhz4xXlfs9vDwgIeHBwIDAzFw4EDMnz8fer0eISEhCA0Nxa5du3DTTTcBAPbu3QtPT09ERUUBqB1o1+l00OkaxcPvRERETU5dvvb09ISnpycCAwPRr18/fPnllzAYDIiIiIC/vz92796NPn36AAD27NkDb29vREZGAvhvvnZ1dVVngSEiIiIiaq4sNsGe9FJY6hWqpYFtl8+q1L6+2Wr/WlzWiIiI6NJd63xdVGXEyfzqetuZr4muHYdWk/Py8vDll18iPj4enp6eyMjIwHvvvYeePXvCz88POp0O9957L+bNm4fg4GD4+/tj3rx5SE1NRUREhCNDJyIiajbOnTuHFStWIC4uDu7u7jhz5gz+8Y9/YMSIEfD29oZGo8Fdd92Fd999Fz4+PnB1dcWbb76JcePGITg42NHhExERERE1OoLaJ9CuxqB6g68vgNla+zuIiIjoj7q2+dqmgLma6Dpz+BPjO3fuxEcffQSbzQYPDw+MGDECM2fOhKurKwBg4sSJKC4uxj//+U/YbDYMHDgQzz//PLTaRjELPBERUZMnIti8eTPS0tJgs9ng5eWFO+64AzNmzICLiwsAYNq0aaioqMCCBQsgIkhNTcXMmTOZr4mIiIiIiIiIiIioUXBoYTwyMhJffPEFDAaDuqa4h4eH3SC6j48Pnn/+ecyYMQOKosDX1xcuLi6chpWIiOg6admyJZYvXw69Xg+TyQQfHx94eHjY5eKAgADMnTsXf/rTnyAi8PX1ZVGciIiIiIiIiIiIiBoNhxbGNRoNXF1d4erqCj8/v4se5+LiAn9//+sYGREREdWpy9f/KxczXxMRERERERERERFRY8VHuYiIiIiIiIiIiIiIiIiIqEljYZyIiIiIiIiIiIiIiIiIiJo0h06lTkQkIqgyWmFVpN4+i02pfzyAcoMFrmZbvddRpP5rEBER0ZX7vXxtvsx8bWvgNYiIiIiIiIiIiK41FsaJyOFO5lehwmC5pGNtiuBwdsU1joiIiIguxHxNRERERERERETOjFOpExERERERERERERERERFRk8bCOBERERERERERERERERERNWksjBMRERERERERERERERERUZPGwjgRERERERERERERERERETVpLIwTEREREREREREREREREVGTxsI4ERERERERERERERERERE1aSyMExERERERERERERERERFRk6ZzdABERERERERERI1JtckKo9lmv1EDBHi5QqflMwZERESNQY3JCkND+drTFToX5msiIqqPhXEiIiIiIiIiovPklOmRVWqw26bRAL1bBkPnzoF2IiKixiCnzIDMUr3dNg2AXi2D4cPCOBERNYDZgYiIiIiIiIiIiIiIiIiImjQWxomIiIiIiIiIiIiIiIiIqEljYZyIiIiIiIiIiIiIiIiIiJo0FsaJiIiIiIiIiIiIiIiIiKhJ0zk6ACIiIiIiIiK6tkRE/f+KogAAtNrae+U1Gk294xRFaXA/ETVMRJBeoofJYqu3LzrICz7uVz4El1FcAzfdpT3joojA9p/vOhE5jwvztUajUfMw8zXRlfvdfB3oBR+PK8vXBosNJ/KrcKnfxhqT9Yp+HxFdPhbGiYiIiIiIiJqBdevW4YsvvsDZs2eh1WrRp08fPPLII4iJiYFGo4GI4Ny5c1iwYAEOHjyI+Ph4TJ8+HV27duVgO9H/IAAKKoyobmCAO8TX/aoUxgurTFf8GkTUuIkI/v3vf2P58uVIT0+HTqdD//798cgjjyA8PFzN1ydPnsSCBQtw7NgxJCUlYcaMGejQoQPzNdElKKw0osrYQL72cb/iwrjFJsgpM1zRaxDRtcWp1ImIiIiIiIiauLpBdE9PT4wcORIDBw7Et99+i2nTpqGmpgYAUFFRgalTp2LPnj1ITU1FaWkpHnzwQaSnp9s9wUZERETXhqIoOHHiBPz9/TF69Gj069cPn332GZ588kmYTLU3xxQXF2PKlCk4ceIERo4ciaysLEyaNAl5eXkOjp6IiKjx4xPjRERERERERE2cRqPBtGnTAPx3CvUePXpg8uTJyMrKQtu2bbFt2zacPHkSK1euRHJyMoqLizFs2DD88MMPmDFjhgOjJyIiah5cXFwwc+ZMALX5WkTQoUMHzJ49G7m5uUhISMCGDRuQk5ODdevWISEhAffddx+GDBmCVatWYdKkSXxqnIiI6HfwiXEiIiIiIiKiJk6j0cDFxQUuLi7qgLmLiwt8fHzg7e0NANi/fz8SEhKQlJQEjUaDoKAg9OnTBzt37nRk6ERERM3Ghflao9FAq9XC19dXzde//fYbOnTooC6FEhYWhu7du2P37t0Ojp6IiKjxY2GciIiIiIiIqBkRERQXF+Ott97CXXfdhaioKABAUVERwsLC1CfKtVotwsLCUFRUpE6lXlpairVr1+Lw4cMOi5+IiKg5EBHk5ubi3XffxX333YcWLVoAqM3X4eHhdvk6PDwchYWF6s8yXxMRETWMhXEiIiIiIiKiZqKuKD5jxgxERUXh6aefhouLC4DagXWbzWZ3vM1mg1arVZ8yd3d3R3R0NIKCgq577ERERM2FiCAvLw9PPPEEOnbsiMcee0wthLu4uDSYr+vyOcB8TUREdDEsjBMRERERERE1AyKCwsJCPPHEE9DpdHjzzTfh7++v7o+OjkZWVhYsFguA2kH2zMxMREdHq8d4e3ujXbt26lPmREREdHXVPSk+bdo0hIWFYe7cufDx8VH3R0dHIyMjQy2O22w2ZGRkMF8TERFdAhbGiYiIiIiIiJq4uifPHnnkEbi5ueHvf/87/Pz8ICLqNOm9e/dGTk4OtmzZArPZjJMnT2LLli0YPHiwg6MnIiJqHkQEGRkZmDx5MiIiIvDaa6/B29sbiqKo+bpv3744ceIEdu/eDbPZjEOHDmHv3r0YMGCAg6MnIiJq/HSODoCIiIiIiIiIri1FUfD3v/8da9aswcCBAzF9+nQAtdOnv/zyy0hMTES3bt0watQoPPLII0hJScHJkyeRlJSEUaNGqVOpExER0bVjs9kwd+5cbN26FTqdDo8++iiA2qnRX375ZcTGxqJv374YMGAAJk6ciE6dOuHo0aPo1q0bBg8ezHxNRET0P7AwTkRERERERNQMdO3aFY888ojdNo1GA52udmjA3d0db775Jvr374/Dhw9jxIgRGDt2LNcnJSIiuo569eoFb29vu21ubm5qvvb29sZ7772HFStW4Pjx4xg1ahTGjh0LPz8/R4RLRETkVFgYJyIiIiIiImriXFxcMGHCBEyYMOGix2g0Gvj6+v7uMURERHTt6HQ6PPTQQ797jEajQUBAACZOnHidoiIiImo6uMY4ERERERERERERERERERE1aXxinIiuG7NVgdmqXLBVYFPEIfEQERGRPRGBwWxD/dTMfE1ERERERERERM6NhXEium5yygw4W1RdbzuH2YmIiBoHRYCDWeXQm2319jFfExERERERERGRM2NhnIiuG4FwUJ2IiKiRU8AiOBERERERERERNT0sjBMRERERERERXWUi0sDSFLW0GkCj0VzfgC7TxeJ3htiJiIgulTPnaxGBSMM3Njf22ImIHIWFcSIiIiIiIiKiq8xsVXAgqxzWC0bbdVoNUmIC4O7q4qDILk1BpQlnGlgKq12EH4K83RwQERER0dVntik4kOm8+fpITgWqTNZ629uG+yLYx90BERERNW4OLYxbrVZkZmYiMzMTlZWVCAkJQYcOHeDr66vezSQiKCsrw8GDB2GxWNC+fXtERkbybiciIqLrxGKxICMjA5mZmaiurkZoaCg6dOgAb29vu3xdXFyMQ4cOQUTQoUMHhIWFMV8TERFRsyUA9GYbbBcMtLtoNU6xZIVVUWAw2+ptv7A9REREzkwEMJht9QrjLloNFAfFdDmMFhvzNRHRZXBoYTw7Oxu33347ioqK4ObmBr1ej44dO+KDDz5AfHw8RARnz57F5MmTcerUKbi4uCAgIACLFi1C7969OdhORER0HaSlpWH8+PEoLS2Fm5sbampq0LNnT7z//vuIjIyEiOD48eOYPHkysrKyoNFoEBYWhsWLFyMlJYX5moiIiIiIiIiIiIgcTuvIXx4SEoJFixbht99+w969e/Htt98iPT0dH3/8MQBAURS8/fbbMJlM2LBhA7Zv347k5GS8/PLLMJlMjgydiIio2YiOjsaSJUuwZ88e7N27F19++SUOHjyIr776CiICm82GefPmwcvLC5s3b8avv/6KiIgIzJ07F1Zr/em8iIiIiIiIiIiIiIiuN4cWxn18fNCjRw+Eh4cjICAAPXr0QM+ePZGXlwcAqK6uxvr16/HQQw+hdevWiIqKwqOPPorjx48jPT3dkaETERE1G/7+/ujWrRvCwsIQEBCAPn36oHPnzsjPzwcAlJSUYPv27XjkkUfQsmVLxMbGYtq0adi/fz9yc3MdHD0RERERERERERERkYOnUj+fiCA7OxuHDh3CCy+8AAAoLi6GwWBAq1at1GlYW7ZsCYvFgqKiIrRt2xYiAkVR+EQaERHRdVC3zMmpU6fw6KOPAgCKiopgNpuRmJhol6/NZjMKCwsRFxdnl69FuM4VEREREV06myI4W1Rdb/1XbzcXxAR5cekeIiKiRuBi+drLzQWxzNdE1Eg0isK4iKC4uBizZ8/GjTfeiNGjRwMALBYLRATu7u7qsR4eHhARWCwWALXTra9evRrHjx+H2Wx2SPxERETNgYggLy8PTz/9NG6++WYMGjQIGo2mwXzt7u5ul69FBGvWrMGxY8e4HAoRERERXRZFBHkVRpitit32IG83xAR5OSgqIiIiOp8igvwKI0wX5OtAL1fEMl8TUSPh0KnUgdqB8sLCQjzxxBMICAjA3Llz4eHhAQDw9PSEVqtFVVWV+nRZVVUVtFotPD09AQBarRYjR47E1KlTERgY6LB2EBERNWUigpycHEybNg2JiYl44YUX1EL4peRrjUaD1NRUTJs2jfmaiIiIiIiIiIiIiK47hxbG6548mzp1Kry8vPDmm2/C399fnVKjRYsWCA4Oxp49eyAiEBEcOHAAHh4eiIqKAlA70F73j4iIiK4+EUFGRgamTJmC2NhYzJ07F76+vur+8PBw+Pr6Yt++ferxBw4cgJeXV4P5mjmbiIiIiIiIiIiIiK43h06lXlpaiocffhjFxcWYNm0aTp06BQAICAhAq1at4OHhgTvvvBP/+Mc/EBsbC39/f/z1r3/FoEGDEBkZ6cjQiYiImo38/HxMmjQJIoKxY8fixIkTAIDg4GAkJCTAz88Pt956KxYuXIjQ0FC4urrizTffxMiRIxEcHOzg6ImIiIiIiIiIiIiIHFwYz87OxpEjR2AwGPDggw+q24cOHYpPPvkEWq0WU6ZMQV5eHl5++WVYrVb06dMHL774IlxcXBwYORERUfNx9uxZnDp1CmazGffdd5+6/bbbbsPChQuh0Wjw5JNPoqSkBM899xwURcHAgQPxzDPPQKt1+KotRERERERXlSKC/6wgpJILNxAREZFDNZivUX8bETUvDi2Mt23bFlu2bIGiKHbbvby81P/v7++PN954A7Nnz4aiKAgODlbXNCUiIqJrr1u3bti2bVu9fO3j46NOix4cHIwFCxaguLgYIoKQkBC4ubk5IlwiIiIiomsqq0SP7HKD/UYBjFabYwIiIiKierJK9cguY74mInsOLYy7u7sjNjb2fx6n0+kQHh5+HSIiIiKiC3l4eFxSvnZ1dUVERMR1iIiIiIiIyHHMNgUGMwfViYiIGjML8zURNYDzmxIRERERERERERERERERUZPGwjgRERERERERERERERERETVpLIwTEREREREREREREREREVGT5tA1xomIiIiIiIiIHEVvtsJqk3rbzVbFAdFcWwazDRZb/Xa567Rwd3W55NfRm62oNNR/zsLD1QVuOj5/QUREV9/F8rWJ+frir2OxodJgsdum0QDe7jpoNZorjpOIyFmxME5EREREREREzdLpgmoUVpkcHcZ1ca64GrnlxnrbW7bwRssWPpf8OqcKqhvc3jbcF9FBXn84PiIioos5U1iNgsrmka/Ti2uQU26ot/1q5GtXFy16JwbBXXfpBXYioqaGt/ISERERERERUbNU/9kzIiIiamykGSVsuaZnJ83ojSQiuggWxomIiIiIiIiIiIiIiIiIqEljYZyIiIiIiIiIiIiIiIiIiJo0FsaJiIiIiIiIiIiIiIiIiKhJ0zk6ACIiIiIiIiKi5kIRQWapHjqtxm67h6sLIvw9oNHYbzdbFeSUGyAXLLDq7+mKYB/3ax7vlVBEkFNmgMWm1NsXGeAJD1eXK3p9g9mGc8U19ba76bSICvCs915eTLXRisIqY73tob7u8PFwvaIYASC/wohKg8Vum00R2BSu9UpE1FgpIsgq0UPncmX52s/TFSFOmq/ddVpEXkY+vRiDRWk4X7toERV4GfnaZEVhZf183cLXHb5XI19XGlFpZL4maupYGCciIiIiIiIiuk5EgMwSfb3tAV6uiPD3qLfdYlNwtqgaF4yzIybIs9EXxkWAzFI9DGZbvX1B3m5XXhi32HC2qP5Au7e7rnYg/xJfp9pkbfB1PF1drlphnIiInEtdDrvQ7+Xrc0XVuLCGGh3o2egL4yJAVqke+gvytc9/8umVMl40X7sgMvDS83WN8eL5+qoUxpmviZoFTqVORERERERERERERERERERNGgvjRERERERERERERERERETUpLEwTkRERERERERERERERERETRrXGCciIiIiIiIiaqZMFgWVBku97UZL/XXBnYWiCCoNFmg19quWuum0l7WuucFia/C9MVuVK46RiIjocjSUrwWATaThH3ACioJrmq9NFuZrIqqPhXEiIiIiIiIiomYqp9yAnHKDo8O4qgwWG/akl9XbHhfshaQw30t+nbNFNThbVHM1QyMiIvpDmlO+jg3yQutw5msiujY4lToRERERERERETV5zvtMHRERERERXQ0sjBMRERERERERERERERERUZPGwjgRERERERERERERERERETVpLIwTEREREREREREREREREVGTpnN0AEREREREREREdHXUmKwoqDTW215ltDogGiIiImoI8zURkWOwME5ERERERERE1ETUmKw4W1Tj6DCIiIjodzBfExE5BqdSJyIiIiIiIiIiIiIiIiKiJo2FcSIiIiIiIiIiIiIiIiIiatJYGCciIiIiIiIiIiIiIiIioiaNa4wT0f8kIhfdp9FormMkREREdDHM10RE157Ixftb9rWXj+8lERFdK8wxV4cAtSdADeB7SUTOiIVxIvqfiqpMyCjR19vu7+WK1mG+DoiIiIiILnSxfN0qzAeBXm4OiIiIGhsRgdlshtFohMlkgr+/P9zd3esdYzAYYDQa4ebmBm9vbw56/ocIcCSnAi7a+u9Hm3Bf+Hm6OiAq53U8rxI6rf1Ehm46LTpE+cOFHzkiasbq8rXBYIDZbEZgYCBcXV3rHaPX62EymeDu7g4vLy/m6/8QMF9fLXqzFXvSy3DhO8l8TUTOjFOpE9H/ZLYqqDBY6v3Tm6yODo2IiIj+w2xrOF9bbRd/kpyImpdz585hwoQJ6N27N7p27Yrt27fb7RcR7NixA7fccgs6d+6MoUOH4rvvvoPNZnNQxI1PtcnaYF9rU9jXXq4ak63e+1hltPzuDChERM3BsWPHcPfdd6NXr17o2rUrDh48aLdfURRs3LgRo0aNQufOnTF8+HCsXr0aiqI4KOLG52L52sp8fVkUASobeB+rDMzXROS8WBgnIiIiIiIiagY0Gg06d+6Mp556CiICk8lktz8/Px+PPfYYQkNDsXjxYtx4442YNWsWDh8+zMFPIiKi60Sj0aB79+6YOXMm9Ho9LBaLuk9EkJmZiccffxytWrXC4sWLkZKSgunTp+P06dPM10RERP8DC+NEREREREREzUBCQgJeeOEFjBkzBh4eHnb7RARbt25FZWUlXn/9dYwYMQIvvvgiYmJisGLFCgdFTERE1PwkJyfj//7v/zBq1Kh6U6gDwLp16wAAr732GkaMGIG//OUv8PX1xcqVK693qERERE6HhXEiIiIiIiIiwpEjR9CqVSuEh4cDALy8vNCzZ0/s379fPabuSTQ+kUZEROQYhw4dQocOHRAYGAgA8PX1RdeuXXHgwAH1GOZpIiKihukcHQAREREREREROV5ZWRkCAwOh0WgA1E7lGhgYiIqKCogINBoN8vPzsWbNGuzfvx89evRwcMT1ldWYUaY319vu66FDC1+PBn6i8TBabDhXXFNvu8WqoKH6RoXBirNF1fW215is1yK868JqE6SX6KHV2G9XFOE67kRE/3GxfJ2WlqYeU1BQgDVr1mDfvn3o2rWro0K9qDK9GWU19fN1ZIAnPFxdHBDRpbtovrY1nK8rjZaL5GvbtQjvurAqF8nXIlzHnYgaPRbGiYiIiIiIiAju7u4wGo1224xGI9zc3NTB9xYtWmDs2LHQahvnBHRlejPOFtUfrI7w93CCwrjSYOwXU2mwoNJg+d8HOhGrIkhvoNhARET/5eHhAZPJpP63iMBkMtktkxISEoJbb70VLi6Ns8hcXtNwvg7ydnOCwvjl5msrKg3Oe9NaQ5iviciZNc4rWSIiIiIiIiK6rlq2bIn09HQYDAYAgNVqxcmTJ5GYmKgeo9Pp4OfnBy8vL0eFSURE1KwlJibi1KlTMJtrn7j+vXzt6enpqDCJiIgaJRbGiYiIiIiIiJqBuifKTCYTRAQWiwVGoxE2W+1Unn379kVJSQmWLVuGiooKbNq0CTt37sTw4cMdHDkREVHzISIwGo3qU+FmsxlGoxGKogAA+vfvj/T0dKxYsQIVFRVYs2YNjhw5giFDhjgybCIiIqfg0KnURQTV1dXIz89Heno6/Pz80L17d7spXkQEVVVVOHr0KMxmM5KTkxESEqJO40ZEjU9pjbnBde2a2jR/RM1FXS7Oy8tDRkYGgoKC0K1bN7tcLCKoqKjA0aNHoSgK2rdvb7fmGRE1PmU1ZlRfkK8VEVhtioMiIqJrrbCwEOPHj0d+fj5yc3Px5JNPws/PDwsWLMDAgQPRvn17PP7443jxxRcxf/58VFRU4Oabb8bQoUOZ04mIiK6T3Nxc3HnnnSgrK0NZWRkeeugheHt746OPPkK3bt3QvXt3TJo0CU8//TReffVVVFRU4J577kHfvn2Zr4mIiP4HhxbGbTYbnn/+eXz33Xcwm83o1q0bvvvuO7UwLiLIzs7G1KlTcfjwYbi4uKBFixZYtGgRUlJSmOiJGqmCSiNyygyODoOIrhKz2YyZM2dizZo1MBqNGDBgAL7++mu7fH327FlMmTIFZ86cgUajQXR0NBYvXoy2bdsyXxM1UgWVRmQzXxM1Kz4+Pnj44YfVqdIBQKPRoGXLlgBqp1196qmnMGjQIJw+fRqRkZHo2bMnp2G9BILac6ILtxEREV0uPz8/PProo7BY/vuAiUajQVRUFADAzc0Nzz//PEaOHIlz584hJiYG3bt3t1tjnC5CpF6+JiKi5sWhhXGtVov77rsPEydOxFdffYX9+/fbJSZFUfD222+joKAAP/zwA7y9vfHss8/iz3/+M7755hu4u7s7MHoiIqLmQafTYcqUKXj88cexaNEi5Obm2u232Wx44403YLFY8NNPP0Gn02HGjBl49dVXsXTpUri6ujoociIiIjqft7c37rrrrt89xs3NDT179kTPnj2vU1RNw8m8Sri42K9WJyKwKRx8JyKiy+Pr64sJEyb87jHu7u644YYbcMMNN1ynqJqGk/lVDeZrK/M1EVGz4dA1xrVaLbp3746uXbsiMDCw3v6amhr88ssveOihh9ClSxe0bt0aTzzxBA4fPozMzEwHRExERNT8uLi4oFevXkhJSYG/v3+9/WVlZdi8eTOmTp2Kjh07ol27dnjsscewe/du5OfnOyBiIiIiouurxmxDpcFi96/KWH95KSIiInIc5msiInJoYfx/KS4uRnV1Ndq2bQugdsqYpKQkmM1mFBQUAKi9o4vTnxARETlOYWEhTCYT2rRpA41GA41Gg9atW8NkMtXL18zZREREREREREREROQIDp1K/X8xm80QEXh4eKjrk3p6ekJEYDabAdQOtK9btw4nTpxATU2NI8Mlcnol1SaU1pjrbb/YnZM1JhtOFVTV215hsDRwNBE1Vefn6zoeHh4N5uuTJ0+iqqp+v0FEl+5i+br6Ivk6r9yAcn3945mviYiIiIiIiIioOWnUhXEPDw9otVrU1NRARKDRaFBdXQ2NRqMOvms0GvTv3x9dunTB8uXLHRwxkXMr01uQUaK/5OMNFttlHU9ETVPdDWzV1dXqtpqaGmi12gbz9bJlyxwVKlGTUH6Z+bqwynQNoyEiIiIiIiIiInIOjXoq9RYtWiAgIAD79+8HUPu02ZEjR+Dh4YHIyEgAUIvkXl5e6lPlREREdP2Eh4fD29sbhw4dUqdLP3z4MDw8PBAREQHgv/na29sbWm2jPv0gIiKiJsimCAxma71/isJlXpoTq63hz4HZqjg6NCIiAmCyKg320zYuy9asWJWGPwdmG/M1EV05hz8xnp+fj8LCQuTn56O6uhpHjhxBUFAQEhIS4Onpidtuuw2LFy9G69at4efnhzfeeAN9+/ZFVFSUo0MnIiJqNnJzc1FcXIyioiJUVlbi8OHD8Pf3R3x8PPz8/DB69Gi88847iImJgaurK+bPn4+hQ4ciNDTU0aETERERoajKhOLq+jNosC7evOSVG5BfYai3nR8DIqLG4WhORYPbma+bl7xyI/IrjPW282NARFeDwwvjX3zxBd59910YjUZYrVbceeed6NGjBz799FO4u7tj2rRpyMrKwvTp0yEi6NKlC15++WXodA4PnYiIqNlYvHgxli5dCoPBAEVRMHbsWPTv3x9LliyBVqvFzJkzkZ+fj6lTpwIAevfujf/7v//j0+FERETUKAgAPmxG/BwQETVuLIATwHxNRNeWw6vLEyZMwE033WS3zdvbG25ubtBoNAgKCsLChQuRl5cHq9WKyMhIdS1TIiIiuj6mTJmC2267zW6bj48PtFotNBoNQkND8cEHHyAvLw8igoiICLi7uzNfExEREREREREREVGj4PDCeFhYGMLCwn73GDc3N8TFxV2niIiIiOhCkZGRiIyMvOh+jUYDd3d3xMfHX7+giIiIiIiIiIiIiIguEec3JSIiIiIiIiIiIiIiIiKiJo2FcSIiIiIiIiIiIiIiIiIiatJYGCciIiIiIiIiIiIiIiIioiaNhXEiIiIiIiIiIiIiIiIiImrSWBgnIiIiIiIiIiIiIiIiIqImjYVxIiIiIiIiIiIiIiIiIiJq0nSODoCIiIiIiIiIiJyb2aZAb7babVMEEBEHRURERETnEwGMFgU2ReptV5iuiaiZYGGcqBmqMVlxurC6we1ERETUODBfExGRMzlXXIP04pp62znQTkRE1DhYFcHe9NIG9zFfE1FzwcI4UTNksSkoqjI5OgwiIiL6HVbmayIiciIiAMfUiYiIGjcWwImoueMa40RERERERERERERERERE1KSxME5ERERERERERERERERERE0ap1InciIilz/XjUajuQaREBER0cUwXxMRERERERERETU+LIwTORGjRcGRnIpLHnAP9HZDUpjvNY6KiIiIzsd8TUR07ZmtCoqqTPW2VxmtDoiGiIiIGlKuN6PGZKu3vZL5moiIHISFcSInYhNBpdGCS30QzcPV5doGRERERPUol5mv3ZmviYgum9Fiw/G8SkeHQURERL8jr8KInDKDo8MgIiJScY1xIiIiIiIiIiIiIiIiIiJq0lgYJyIiIiIiIiIiIiIiIiKiJo2FcSIiIiIiIiIiIiIiIiIiatJYGCciIiIiIiIiIiIiIiIioiaNhXEiIiIiIiIiIiIiIiIiImrSWBgnIiIiIiIiIiIiIiIiIqImjYVxIiIiIiIiIiIiIiIiIiJq0nSODoCI6hMR5FcaYbGK3XazzQaRi/wQERERXVcigoJKI8z18rUCMF8TERERERERERE1KiyMEzVCAiCjWI9qk9XRoRAREdFFCIB05msiIiIiIiIiIiKnwMI4ERERERERETmUTREUVhqhXDBFloerC4J93B0UFREREZ2vxmRFud5cb7u7qwuCvd2g0WgcEBUREdGlY2GciIiIiIiIiBzKpgjSCqpgsdkXxkN83FgYJyIiaiTK9GacyKuqtz3Yxw3B3m4OiIiIiOjyaB0dABERERERERERERERERER0bXEJ8aJriIRQU6ZAQaL7QpfBzBZr+w1AKDaZMWpgvp3cZosyhW/NhERkbNymnxtZb4mIiIiIiIiIiK6WlgYJ7rK8iuNKNdbHB0GAEBvtiGjRO/oMIiIiBqdxpSvDczXRERERERERERE1xynUiciIiIiIiIiIiIiIiIioiaNT4wTERERERERUaNUabDiQGZ5ve1WhctNEBERNRZVBisOZlXU215tahyzdBEREdVhYZzoP2yKwGK7ssEVEUBR5CpFRERERBcyWxUocmW5VgAwXRMROQezTUFxtcnRYRAREdHvYL4mIiJnwcI40X9U6M04mF3/zsbLZeNIOxER0TWTVlCFoqorH3BhviYiIiIiIiIiImpeWBgn+g8BB8mJiIgaO5sizNdERERERERERER02bSODoCIiIiIiIiIiIiIiIiIiOhaYmGciIiIiIiIiIiIiIiIiIiatEY/lbqIwGg0Ij09HVarFbGxsfDz84NGo3F0aPUYzFZYL5jaUwPAy10H7QXxigj0ZhsUubSpQDXQwNvdpVG2+49SFEGN2XpZP+PtpoNWa/8e2BSBvoHX0Wg08Har/55ZrAqMVlu94/Xm+tuIiOjSiAj0ej0yMjKgKAri4uLg4+PT6PLWxXLPxfK11abAYLn0/MB8DbhoNfByq3+KebF87eaihburS73tF8vXF55rERHR1aUoCvLz81FUVAR/f3/ExMRAq9U2qdxGRETk7BRFQW5uLoqLixEUFISoqCjmayIiokvQqAvjIoKCggI8+eST2Lx5M0QEycnJePfdd5GcnNzoEn1aQTWKq0x221xdtOiVGAR3nf2AryLAoexy6E2XNtju7uqC3i2DoHNpXG2+EkaLDXvOlV3yzQFarQa9WgbVG2yvMVnxW3pp7SLh5/Fwc0HvlsG48C0rqjbheG5lvdfnMDsR0R8jIsjKysITTzyBXbt2QUTQpUsXvPfee2jZsmWjytcmq4I96WVQLiiu6lw06J0YXC9fVxgsOJBZfsmv7+6qRe+WwU0rX1ttDb5nFxPs446U2IB62y+Wr+NDvJEY6lPveOZrIqLrT1EUfP3113jppZdQWloKb29vTJs2DU899RTc3NwcHR4REREBsNls+OSTT/Daa6+hoqICvr6+eOqppzBt2jTodI16uJ+IiMjhGvVU6iKC9957D8eOHcPy5cvxyy+/wM3NDS+99BIsFoujw2uQ1Pt38eFbkYaOb/gfLrF47Ezq3p9LfQ/kIu9B7b6Gjr/I773I+05ERH+Moih48803kZubixUrVmDlypWoqanB3LlzYbM1ttk4BCIN556L/8Rl/GuKCUVw0fes4ffx8s59/sevZr4mIrqOzp07hxdeeAF33nknduzYgf/7v//DO++8gx07dlz0eoyIiIiuHxHB8ePH8eqrr2Ly5MnYsWMHnnzyScybNw8HDhxgviYiIvofGnVhvKamBj/99BMeeeQR9OvXD506dcKsWbOwZ88eZGVlOTo8IiIiAlBWVoa1a9fi8ccfR8+ePdG1a1fMmDEDW7duRUFBgaPDIyIioksgItiyZQvc3NwwY8YMtGrVCvfffz86d+6Mn376ydHhERER0X+sX78ewcHBePzxx9GqVStMmTIFCQkJWL16taNDIyIiavQa9dwqxcXFqKqqQvv27dVpWNu2bQuTyYT8/HwkJibWPsEkAkVR1P911JStiqJAURT7bRrNf7ZfsMa4Ig0ef9HXlv+8ftOZmVVt/yUvFaq+lxe8x4oCUZR6T5GJUnu8Bpp6x1/q+05EdCUUabgf+qMa653fhYWFMBgMaNeuXYP5Oioqyi5f1/1zRL5WlLo47N9LuUi+vtycIU0xX8vl5euLvWcXy9e/dzzzNRFdDyJXt7+puzZ1RidPnkTLli3h7+8PAHB1dUXHjh1x+PBh9ZiGcvrVUJsnhH0/ERH9YVc9LzXSfH7ixAm0bdsWnp6eAAB3d3e0b98ex48fV4+py9fn5+yrQXidRkREV0DRaP+Tl67S6/2BfN2oC+MmkwmKoqhJHgC8vLwgIjAajQBqG71q1SqcPHkSWVlZeOeddy7792RmZiImJuaKB+irjFaYrfZ/TY0GOODlhoZeulxvge0SR5m1Wg32erlecWklOzsbkZGR0GodP1mAIoIyveXS50XVAIe83KC94E2wKoIKff2p9Q0GPVbBgtAWLey2m6wKqo3WPxh142QwGlBRUYHwsHBHh3LNmc1mFJcUIyIi8iqVGhsvAZCTnY3wiHDoXBp1d33FBEBubi5atAiBm2vTWb+yru++UH5+PgIDA+Hu7n5Zr1dZWYlhw4ZdrfCuGpPJBBGBl5eXus3LywuKosBkMgGovShftWoVTpw48YfzdVZWFqKjo68oXysClOnN9XLPxfK1xSaoNFz68i1aLbDXy61Z52tXnRZbPOr3WQ3lawGwoigfCTGR9dbCa4r52mg0ory8HOHhzSRfFxcjIrLp52ur1Yr8gnxERUU3+bYKgLzcXISEhDSp9ab3uLnAy82l3vaCggL4+/vDw8Pjsl6vqqoKQ4YMuVrhXVc1NTXw8fFR/1uj0cDHxwc1NTUQEWg0GuTm5uKHH35ARkYGzpw5Y3e9fqm/w2AwICQkxG67/CdHN9IaxB+iN+hRVVWFsNAwR4dyzQmk9lwtKrpRnL9cSwIgOzsLERGR0LnU7zuaEgGQm5OD0NBQuLrWv65paowmI8rKyhARHuHoUK45s8WMoqIiREZGNanzl30eOnjo7Psgm82GvLw8REdHX/brGQyGqxXaVVVdXQ0fHx/12rguX+fm5qrH1OXrzMxMpKWl2V2vX4qL5eumeJ1mMBhQWVmJsLCmn69NZhNKSkoRGdH0+7n/5uuIZjKumoPQFs0jX+fl5yEoMOiyx1WdkdliQVFRYZPK1xcbg72SfK3X6y/r+EbdI7i7u0Or1do1qqamBhqNRh2c0Gq1GDlyJFJTU9UL9cshIvjHP/6Bhx9+uMl3GiKCRYsWYeLEiZc9eOGM0tLSkJaWhtGjRzs6lGsuKysLO3fuxB133OHoUK65oqIirFmzBvfee6+jQ7kuPvzwQ9x1113w9fV1dCjX3KeffopRo0YhODjY0aFcc19//TX69euHqKioy/5ZR82K8nvc3d2h0Wjs8rVer4dWq1VPUjUaDVJTUzFixAjm60uwaNEi3HfffZc9eOGMlixZgnHjxqlPJzZl2dnZ2L59O+68805Hh3LNFRcXY9WqVbjvvvscHco1V1lZieXLl2Py5MmODuW6+Oyzz5CamlpvkLQpWrZsGfr06fOHLswbY76+FD4+Pjh37px6x72I1Bt8j4yMxNSpU/9QPgeA48ePIyMjAyNGjLiqsTdG586dw4EDBzB27FhHh3LNiQj++c9/4qGHHmpSN85czAcffIAJEybA29vb0aFcc5988gluueUWBAYGOjqUay4nJwe//vor7rrrLkeHcs2VlJTg559/xsSJEx0dyjVXVVWFr7/+Gg899NAf+vnGeLOPj48PKisrG8zXda40X584cQLnzp1DamrqVYu7sUpPT8e+fftw2223OTqUa66goADr16/H+PHjHR3KdbF48WLcc889dt+Npmrp0qUYM2ZMs8jXX331FQYMGICIZnCDR2lpKX766admka+rq6vx5ZdfYsqUKX/o5y8nXzfqwnhISAh8fX1x5MgRDBo0CEBtUnZ3d1eftNFoNFc06CAi6Nq1K1xdXeHS1O/0FUGXLl3g5ubW5NsKAMHBwUhKSoJWq3XagalL5e/vj3bt2jWLtvr4+KBDhw7Noq0igs6dO8PDw6PJf2dFBB07doS3t3ezaGtycjL8/PyaTFvDwsLg6emJY8eOoUePHgBqB72vRb7W6XRN5n27mLp87e7u3iza2qlTJ3h6ejb5tgLNK197e3s3m3zt6emJzp07N4u2igg6dOjQbPJ1u3bt4O/v3+Tber42bdrghx9+QGVlJYKDg2E2m3Hw4EF06NBBPUaj0VzRe9KiRQvodLpm8Z0JDAxEmzZtmkVbm9vYSkpKSrM5V+vYsSO8vLyafFuB5neu1rFjx2bRVg8PjyZ3rtauXTt88skn0Ov18PPzg9FoxJEjR+xuOrvSfB0SEgKtVtuk3reLaU752sfHB+3bt28Wba3L181pXLU55OumOK76e7y8vJpVvk5JSbkubdVIY10sBbXTpL/00kv49ttv8e6778LPzw9z5sxBUFAQPv/886tyF/L5zW/qH6zm1Fbgv+1tTm0Fmn572damiW11bjabDbNmzcLWrVvx9ttvw9XVFTNnzkS7du3w/vvv15si+49oiu/bxbCtTVdzai/b2jSxrU2biODs2bMYMWIEbr/9dtx///3YtGkT/vKXv+DLL7/EjTfeeFXeC16nNU1sa9PUnNoKNK/2sq3OS0Rw7NgxjBo1Cg899BBuv/12/Pvf/8aCBQvwww8/oGvXrszXl6mpfUZ+D9vaNLGtTVdzau/1bGujLoyLCAoLCzFjxgxs2bJFvWv/3XffRdu2ba/4ybOioiKsXLkSeXl56NatG/r3769OB+vMampqsG/fPhw+fBiFhYW499570apVK3W/iMBgMGDdunU4evQo4uLikJqaioCAAKdre1FREXbs2IETJ07AYrGgQ4cOGDRoEHx9faHRaCAisFqt2LZtG3bt2oWgoCCMHDkSkZGRTtdWq9WKPXv2YP/+/SgpKUFERASGDh2K2NhYtS02mw2HDx/Ghg0boNPpMGzYMLRu3bpRTvt0qcxmM/71r3+hqKgIjz/+uDqtcN3A3erVq2EwGHDjjTeie/fuTnenmIhg8+bNWL9+vbpNo9Fg9OjR6Nmzp3pMQUEBVq9ejfz8fHTt2hUDBgxw2nVULBYL9u3bh23btkFRFHTv3h39+vWDTqeDiKCqqgq//PIL0tLS0Lp1awwfPtxu+k5nICLYvn07Vq9eXW/f8OHD0bdvXwC1a3Nv2bIFe/fuRWRkJFJTU9GiRQunaitQ297s7GxMnz4du3fvVu/Kfffdd5GQkHDF+TovLw+rVq1CUVERevXqhb59+8LV1dXp3qcLVVZWYt++fThy5AiKioowZcoUu+l666bDW7t2LU6cOIGkpCQMGzYMfn5+TtX2uj5sx44dSEtLg81mQ+fOnTFgwAB4e3ur+dpsNmPr1q3Ys2cPQkNDMXLkSISFhTlVW4HavLV7924cPHgQZWVliI6OxtChQxEVFWWXr/fu3YstW7bA09MTw4cPR2JiotO19XxGoxGffvop9Ho9HnnkEXXZHkVRcOrUKfzyyy8wm80YNGgQOnfu7JT5es2aNdi2bZu6zcXFBWPHjkXnzp3VY3Jzc7Fq1SqUlJTY9VfORkRgsViwe/du7Ny5E1qtFj179sQNN9wAFxcXiAjKy8uxZs0anD17Fu3bt8fQoUPh5eXlVJ9jEcH69euxefNmu+0ajQZjxoxBt27dANSuO7lx40YcOnQIsbGxGDFiBIKCgpyqrZdKURQsX74cL7/8MsrKyuDp6Ylp06bhySefvOIb061WK3bt2oVt27bBz88PI0aMQFxcnNO/j3XXJfv378fJkycRFRWFe++91+7GQBHBqVOnsGbNGpjNZgwcOBApKSlO1xfabDbs378f+/fvR15eHoKCgjB48GC0bdtWveasO3dbuXIliouL1b7Q2aZXFxHk5+dj+/btOHPmDEQE3bt3R9++fdVxIxFBRUUF1qxZgzNnziA5ORk33XST0/WF5xMRpKWl4csvv8SgQYMwYMAAdbvRaMTGjRtx8OBBREdHIzU1FcHBwU7X1urqavzzn/9EZWWluq1FixZ45JFH4O7uro4j7dq1C9u3b4efnx9SU1Ptxl6cSd3459q1a5GRkYHIyEjcdNNN6riYoig4evSoOiYxdOhQJCcnO904UnV1NRYvXozS0lK77QEBAZg6dSq8vb0hIsjIyMDq1atRWVmJfv36oWfPnlflRu7rzWaz4dNPP8Xrr7+OyspKeHt7Y+bMmXj44YevuD0Wi8VuHDU1NdXuWsZZ1V2XHDx4EGlpaUhISMCECRPqHXP8+HGsXbsWIoIhQ4aos2A5E6vVin379mH//v0oKChAixYtMHjwYHVmVaC2b8jKysKqVatQXl6OPn36oHfv3k537VI3HrVjxw6cPXsWWq0WvXv3Rq9eveDm5qbm65KSEqxevRpZWVno2LEjhgwZAg8PD6f9XIsIDh8+jO+++w7Dhw/HDTfcoG7X6/VYv349jhw5goSEBIwYMcIp6z6lpaVYvHgxqqur1W3R0dF48MEH4ebmpl6zbtu2Dbt370ZwcDBSU1Odsu4D/Pccet26dcjOzkZMTAyGDRuGsLAwALX9/sGDB7Fx40a4ubnhpptuQps2bZyureXl5Vi8eLHdeRhQO/vzo48+qv5tT58+jV9++QUGgwEDBgxA165dr+61kzRyiqKIwWCQ48ePy+HDh6WiokIURbni183Ly5MhQ4ZI69atZciQIRIRESEvvfSSWCyWqxC1Y/3222/SunVr6dGjh3h5eckvv/xit99oNMr06dMlKipKhg4dKgkJCTJ27FgpKytzTMBX4JNPPpE2bdrIkCFD5KabbpLw8HC58847paKiQkRErFarvP322xIRESGDBg2S5ORk6d27t5w9e/aqfI6up5KSEundu7f069dPUlNTpW3bttK+fXs5dOiQKIoiiqLITz/9JDExMdKnTx/p0aOHtGrVSrZv3+50ba2jKIqsWrVK4uPjJSIiQoqKitTtBw4ckHbt2kmXLl3kxhtvlMjISPn666+drq2Kosgrr7wi0dHRMmbMGLnlllvk1ltvlVWrVqnH5ObmysCBA9XPekREhMydO9cp+yuTySSvvfaahIeHS9++fWXYsGFy4403SnFxsYiIVFdXy/333y+xsbFy0003SWxsrEyaNEmqq6sdHPnlURRFvv/+e7nlllvUfwMHDhRvb2/54YcfRFEUsVgs8uKLL0pERIRdPiooKHB0+H+IoihSU1Mjx44dkyNHjkhVVdUVfx8VRZGMjAzp06ePtGvXTgYPHiwRERHy97//XaxW61WK3HE2bNggSUlJ0qNHD3F3d5ddu3bZ7dfr9TJ58mSJiYmRm266SeLi4uTee++VqqoqB0X8xyiKIu+++660a9dOhg4dKkOHDpWwsDB54IEH1O+21WqVv/71rxIRESGDBw+WNm3ayIABAyQ7O9vB0V++rKws6dGjh/Tv319SU1MlKSlJunbtKmlpaWq+/uqrryQqKkr69esnXbp0keTkZNm/f7/T5bA6iqLIt99+K9HR0ZKUlCQlJSXq9p07d0pSUpJ0795d+vbtK9HR0fLjjz86XVttNpvMmjVLEhIS1Hx92223yaZNm9Rj0tPTpVevXpKcnCyDBg2S8PBwefvtt52yvzIYDPL8889LeHi43HjjjTJ06FAZPHiw+p0tLy+XcePGSXx8vNx0000SFRUl06dPF4PB4ODIL4+iKPL555/b5esbb7xRfH19Zf369aIoiphMJnn66aclMjJShg4dKomJiTJ69GgpLS11dPjXjKIokpubKwcOHJD09HSxWq1X/J212WyyZMkSiYiIkAEDBkinTp2kc+fOcuLECafrDy5kNptlypQpkpycLImJiTJ06FAxGo3qfkVRZPfu3dK6dWvp1q2b2hd+//33Ttf26upq6du3r/Tq1UtSU1MlJSVFYmJi5KefflJzXHp6er1zt/nz5ztdX6goirzzzjvSsWNHGTZsmAwcOFDCwsJkzpw56nVYRUWF3HHHHWpfGB0dLY8++qjT9YXnq6qqkrvvvlu8vb1l7ty56naz2SyzZ89W+8JWrVrJyJEj1es4Z5KXlyexsbEyYMAAte9/9NFHpaamRkRq+6sPPvhAIiMjZcCAAdKxY0fp2rWrnDx50um+s4qiyNGjR6V3796SmJgoI0aMkJ49e8p7772nfmfXrl0r8fHx0rt3b+nVq5ckJCTIpk2bnK6t5eXl8vDDD6t/0zFjxkhMTIwMHDhQ9Hq9iIgcP35cOnXqJJ06dZL+/ftLRESEfPLJJ2Kz2Rwc/R9js9kkOztbDhw4IJmZmVelHVarVRYuXKiOo7Zv31569eol586dc7rPxIUMBoOMHz9eOnToIPHx8XLzzTfb7VcURTZv3iwJCQnSs2dP6d27t8TFxckvv/zidG0vLi6WXr16yQ033CCpqanSsWNHiY+PV89vFUWRtLQ06datm3To0EEGDhwoERERsmjRIqf7PthsNvnrX/8qKSkpMnz4cOnfv7+EhYXJq6++qp57FBcXy6hRo9TztMjISHnmmWfEZDI5OPo/rry8XMaMGSO+vr6yYMECdbvRaJTHHntMoqKi5KabbpKEhAQZN26clJeXOzDaP+b06dMSHR0tgwcPVvv2WbNmqedZNptN5s+fb1f3ueGGGyQjI8PBkV8+RVFk79690rVrV2ndurWkpqZK9+7dZenSper+FStWqHWfbt26SVJSkuzatcvp+qfCwkJ58MEH7fJ1RESE3Hzzzep3cv/+/dK2bVvp2rWr9OvXT6KiomT58uVXta2NvjB+LSiKIgsXLpS2bdvK8ePHpaamRj755BOJjY2VEydOODq8K6bX6yUvL0/OnDkjMTExsmbNGnVf3QBlVFSUrFixQmpqamTPnj0SHx8vX375pdN9kSoqKqS4uFhqamqkpqZGfvrpJwkODpaNGzeKSO3gdFJSkrz11ltSXV0t6enp0q1bN/nzn//sdInearVKQUGBVFVVicFgkPT0dOnevbu88MILakGqf//+MnXqVCkvL5fi4mK5/fbb5Y477hCz2ezo8P+QoqIiGTVqlDz//PN2hXGbzSaTJ0+W4cOHS15enlRWVsqf/vQn6datm9Pd4FFXGL/77rvFYDCI0WgUo9GonrwpiiLz58+X5ORkOXHihFRXV8uSJUskNjZWTp486eDoL0/dRUZYWJj84x//kIqKCtHr9VJUVKS2d/Xq1RIZGSmbNm2Smpoa2bBhg0RHR8uaNWucqn9SFEWsVqv69zQajfLJJ59Ihw4dpLCwUERETpw4IdHR0bJ06VKprq6WY8eOSbt27eSdd95xqrZeSzabTf7yl79I586d5cyZM1JdXS3vvvuuJCYmSnp6uqPDu2LV1dWSn58vJ0+elODgYLvCuKIosn79eomKipK1a9dKTU2NbN26VWJiYuTnn392qs+IoihSVlZml6+/+uorCQ0NlZ07d4qIyKlTpyQ+Pl4WLVokNTU1kpaWJh06dJC//e1vTtVWkdqB48LCQjVfnz59WpKTk+Xvf/+7KIoi5eXl0qNHD5k9e7ZUVlZKQUGBjBgxQiZPnuyUNzyJ1N7ANXz4cJkzZ45dYdxischdd90lt956qxQWFkp5ebk88cQTcuONNzrdDR51hfFHHnnkovn6pZdekm7duqn91cKFCyUxMVEyMzMdHP3lURRF/v3vf0toaKh8+umnUlVVJTU1NVJYWKiePy9btkxiY2Nl165dUlNTIz///LNERUXJtm3bHBz95am7Ue38fL1w4ULp0aOHOni0b98+iYiIkG+//VZqampk3759kpiYKEuXLnW6/smRCgsLpX379vLqq69KVVWVZGdnS//+/eXJJ590+vdRURQpKCiQ0tJSefHFF+sVxi0Wi4wfP17GjBkjhYWFUlFRIU8++aTccMMNTtkX1l1/GQwGKSgokFtvvVVSU1PVGyheffVVSUlJUfvCd955xynP3epydmlpqej1eqmurpZ//OMfkpCQIBkZGepNYTExMbJjxw6pqamRlStXSlRUlGzdutUpP9eKosjHH38s9913n/Tu3Vv+8pe/qPv2798vUVFR8vXXX0tNTY0cPHhQEhMTZcmSJU7X1ry8PGnTpo1s375d7ftNJpPajvz8fElOTpa5c+eq/VXfvn3l6aefdrobPIxGo9x5553Sp08fOXXqlOj1eqmoqFAfOjIYDDJixAiZOHGilJaWSklJidx3330yevRop7vBo+5mtrq/aVFRkfTs2VMWLlwoiqKIzWaT6dOnqzffVlZWyiuvvGJ3jU6146itWrVSx1HPnTsn3bt3lz//+c9O912/kM1mk/z8fCktLZWZM2fWK4ybTCYZPXq0jB8/XkpKSqSsrEwmT54sQ4cOdbrvg8ViscvXubm5MmzYMLnzzjvFZrOJoigye/Zs6d27t2RkZEhVVZW88cYb0rZtW8nLy3N0+JelbryhrKxM9Hq9VFVVybx586R169ZSUFAgiqLIJ598Ii1btpQDBw5ITU2NfPPNNxIdHS179+51ys913cMHDz74oHTr1s2uML59+3aJiIiQn376SWpqamT37t0SFxcny5Ytc7q2nj59Wtq2bSsHDhxoMF9nZGRIYmKiLFy4UKqrq+Xs2bPStWtXeeWVV5yu7qPX6yU1NVWGDh0q6enpotfrpby8XCorK0Wk9sbF/v37y+OPPy7l5eVSWFgoY8eOlXvuucfpbvC4MF/n5uZKp06d1Otri8UiDzzwgKSmpkp+fr5UVFTI7NmzpWfPnle17uNc84BcJVarFRs2bMCwYcPQpk0beHl54eabb4aXlxf27Nnj6PCumKenJ8LDw9XpSS+0fft2REVFqdMddu7cGX369LGbytlZ+Pn5ITg4GF5eXvDy8kLXrl3h5eUFq9UKADh69CiMRiPuuOMOeHl5ITY2FmPHjsX69evVY5yFi4sLQkND4ePjAw8PD7Ro0QIhISHq3zgrKwvnzp3DhAkT4Ofnh6CgIEyYMAH79u2rN5WUM7DZbFi0aBE6deqkTjtdp7y8HL/99hvuuusuhIWFwdfXF3fffTeKiopw6tQpB0V8ZaqqqrBz507s378fBoNBndrIZrNh/fr1SE1NRVJSEry9ve36K2m8q2E06LvvvkNiYqI6vaRWq0VwcLA6LeuGDRvQpUsX9OrVC15eXujXrx/atm2rLqfhLDQaDVxcXODu7q5Ox/ftt99i9OjRCA4OBgDs3r0b/v7+GDlyJLy9vdG2bVsMHToUGzduhMVicXALGger1Yr169fjlltuQUJCAry9vTFu3DhYrVYcPnzY0eFdMW9vb4SFhV00X2/evBlt27ZFv3794OXlhV69eqFTp07YtGnT9Q/2Cmg0GgQEBKj52tPTE926dYOHh4eaiw8cOACtVouxY8fCy8sLrVq1wsiRI7F+/XrYbDYHt+DyuLq6okWLFmq+Dg0NRWBgoLo/PT0d2dnZmDBhAnx8fNCiRQuMHz8ev/76K2pqahwY+R9jtVrxzjvvoH///ujatavdvuLiYhw4cAD33HMPQkJC4O/vjwkTJuDcuXPIzMx0UMRXpry8HDt27MChQ4dgMpnUfG00GrFlyxaMGTNG7a/Gjh0LjUaD/fv3Ozjqy7ds2TJ06dIFt912G7RaLXQ6HUJCQqDVatXpx2+44QZ06dIFXl5eGDx4MGJjY/Hrr786Xb7W6XRqvrZYLPjhhx8wduxY+Pn5AQC2bduG6OhoDBkyRL126tevHzZu3Oh0/ZMjHTt2DNXV1bjjjjvg4+ODyMhI3H777di+fbvd9IjOSKPRqH19Q9OPlpWVYe/evWpf6Ovri3vuuQc5OTk4d+6cAyL+47RaLcLDw+Hr66tek3bu3BlmsxnAf8/dxowZg/j4ePXcTVEUHDx40On6B39/fwQGBsLT0xNeXl6Ii4uzm6J4w4YN6N27tzoOMXjwYMTHx+PXX391YOR/3Llz5/D5559j9uzZ8PDwsNu3c+dOtGjRAsOHD4eXlxc6dOiAAQMGYMOGDVAUxUER/3F1Uypv374dWVlZ0Gq16vl4WloaysrKcPfdd8Pb2xuRkZG44447sHHjRphMJgdHfnnS09Px66+/YsaMGYiJiYGIwNvbW12aqaCgAEePHsW9996LgIAABAUF4b777sOBAwdQVFTk6PAvi0ajgZubG9zd3eHm5oZDhw6huLgYo0aNgkajQVVVFXbs2IHbb78dkZGR8PX1xZ133onKykqcOHHC0eE3CiKCQ4cOwWazYdy4cfD29kZcXBxuvfVWbNq0Se3rnZVWq0VYWBgCAgIanG4+Pz8fx48fx/jx4xEYGAh/f3+MHz8ep0+fRnZ2tgMi/uN0Op1dvg4LC0OHDh3Uv2Hdtcu4ceMQExMDHx8f3H777TAajTh69KjT5euAgAAEBATA09MT3t7eiI2NtZtyee3atRg0aBDat28PLy8vjBgxAiEhIdi5c6cDI/9jRAQnTpzA999/j5kzZ9Zbqmbr1q1ITEzEwIED4eXlhW7duqFnz57YtGmT0+br48ePY/v27cjNzbXL14cPH4bValX7q/j4eIwZMwYbN250uv7qxIkT2LdvH2bOnImwsDCICHx9feHr6wsAyMnJwcmTJ3HffffBz88PISEhuO+++7Bjx456U5I3dhfm6927d8NkMmHIkCHQaDQoLy/H7t27cc899yA0NBR+fn6YMGECsrKykJ6eftXicL5FVK4CRVGQlZWFwYMHq9s8PDwQFRXltIN0lyMzMxNxcXHqRbuLiwtatmyprgvrbOsS1LHZbFi+fDmio6PVtR6zs7PVk5m6NUUSEhJQWloKg8HglOucrVq1CseOHcPRo0dhNpsxfvx4ALUDtSaTCTExMerfMCoqCjabDSUlJep6FM5ARLBv3z5s2bIFH3/8MY4ePWq3v6qqClVVVXZrEoaGhsLNzQ2FhYWOCPmKaDQa7NmzBw8//DD0ej3i4uLw1ltvoUePHjAYDCguLkZCQoI6+B4QEIDAwEDk5OQ4OPLLIyI4duwYWrdujddffx1btmxBaGgoJk2ahBEjRkCj0SArKwsxMTHq+uk6nQ7x8fHIzs6GoihOt64T8N91+g4ePIgXXnhBbUNWVhYiIiLg7e0NoPZz0KpVK/z222+wWq1O1z9dCxaLBXl5eUhMTFS3+fj4IDQ0FFlZWQ6M7PrIzMxEfHy8etFel68zMzOdPl8vW7YMLVu2RPv27QH89/vg5eWlHteqVSusWrUKVqvV6db9ExH88MMPOHPmDA4cOABfX1/cdtttAIDCwkJotVpERESof8OYmBiYTCaUlZXB39/fkaFfFhHBjh07cPDgQSxdurTeOs1VVVWorKxEfHx8vXxdUFCA5ORkR4T9h2m1WmzevBn79u2DXq9HUlISFi5ciA4dOsBgMKCkpAQtW7ZU2xoUFAQfHx/k5eU51XfWarUiLS0NXbt2xYsvvohdu3YhIiICjzzyCAYNGgSr1Yq8vDy0bdtW/W7WXUvl5ORAURSnWzcZ+O86fWfOnMHChQvtbj49v3/SarVo2bIltm3b5pT9k6MUFBTA3d0doaGhAGrPe+Lj41FRUYHq6mp10KcpKisra/A6TVEUlJSUODi6P05EkJOTg5UrV+Khhx6CVqtFdXU1ysrKEB8fr57z1l2P5+bmOjjiP6agoADLli1DSUkJ1q9fj0mTJiEyMhJA7bna+X2hTqdDXFwcsrKynKrfBwCTyYS33noLt956K9q0aVNvf2ZmJmJiYtSCed21y5o1a5yy37fZbHjllVfU9UkfeOABPPvss/Dy8kJOTg4CAwPV9VhFBC1btkRJSQkMBoPd+Wpjl5OTA5vNhrKyMtx5550oLy9Hv3798MQTTyAsLAwVFRWoqamxO1eLiIiAVqtFUVERYmJiHNyCP6bueqNPnz5qG/R6fb1zteDgYPj4+Dht/3Qt5Ofnw8vLCyEhIQD+m6/Ly8tRU1OjjtU0RQ2Nq0ZGRqr5ulWrVg6O8I8REaSnp2PDhg2YPXu2eqNIVVWV3Xc/LCwMrq6uKCgocHDEf0xOTg6WL1+u5utp06YhODhYHVcaNGiQmqs8PDwQGRnplONKRqMRb775JiZMmICEhIR6+zMyMuzGVTUaDRITE3H06FGnzNcmkwkvvPACbDYbbDYbpk2bhqeeegru7u7IyspCWFgYfHx81ONbtWqFL774wukeiMzKyoJGo0FeXh5uv/121NTUYODAgXjssccQHByMwsJCuLi4IDw8XP3ORkdHw2KxoLS0VO2znY3FYsHXX3+NwYMHIzw8HAAaHFupy9d5eXlISUm5Kr/b+SoMV8mFgxh1T/c525fmj6hr+/kXaTqdzqnbbrPZ8P3332Pp0qV444031M7gwrbWPRUiIk77hMeePXvw008/Ydu2bfD391dvcLDZbBARu891XbJzpraKCKqrq/Hmm2/ikUceQURERL1jFEWBoigNttUZP8d333031q1bhw0bNuCHH36An58f5syZA4PBABGp11Zn7q9MJhPWrl2L3Nxc3HPPPfD29sbDDz+MnTt3qt/LC0/SXF1dnbKtdUQE33//PZKSktChQwd1u9VqhYuLi11fXNdWZ7o791pSFKVev1bXjzeHp+qbYr62Wq348ssv8d1332HevHlqEfhiba3Lbc5ox44d+PHHH7Fr1y4EBQWpn+OGvvvOmK8BoKKiAvPnz8cTTzyhzoZxvovla41G43Rt1Wg0mDx5spqvv/nmG4gI/vSnP8FsNkNRFNhsNru2arVaaLVap2urzWaDxWLBjz/+iKqqKtxzzz3QaDSYNGmS+sSnzWaDq6trgznMWSmKguXLlyMlJQVJSUnqdovFAhcXF7ub85ivL5/NZlPPYevodDq1n2jKGjqfqXsfnLXtIoLCwkI89dRT6NGjByZMmACg4X4fcO7zl/Lycvz73//GypUrUVRUZDfw2FTO1UQEa9euRU5ODu6///4Gb0a2WCwX/bs6W18YEBCAL7/8EmvXrsW6devwf//3f1i0aBHWrFmjFsobOleruzZ3JlarFRUVFfj444/Rp08fjBw5Et999x1mz54Ni8XSYN9c9zSes52/nC83Nxfr16/HXXfdpY6Z1Z2/NIVztWvJarWq70ud5pavz/8+OOt1Wp26m9iefPJJDBkyRJ3Rqq4/u/C7r9VqnS6H1SktLcWPP/6I1atXo6KiAkFBQQDQ4Lgq4JzXLiKCn376CQaDAXfeeWeDN+A1lXMToPZmjeXLl6v5+qmnnsJbb72lzip6sXFVZ/y+ms1mlJeX4+OPP8bAgQMxdOhQfPbZZ/jzn/8MRVHUtp7fNzvr2EodEcG5c+ewY8cO3HHHHWp/dP54Q526c5Or+TluloVxjUaj3mlRx2q1OvXdFZcjJCQERUVF6gmNiNS7wHMmdU+K//Wvf8W8efPQt29ftUMMCQlR7/gDattaXFwMDw8PeHp6OjLsP2zOnDlYuXIlNmzYAI1Go97l7O3tDVdXV/WpAxFBeXk5ADjdExhr167F4cOHkZmZiffffx8///wz9Ho9PvnkE2RkZMDT0xMeHh4oLi5Wf6ayshI2m82pnrQD/nunfYcOHRAdHY1u3bphxowZSE9PR35+Ptzc3ODj44OioiJ1wMFoNKKqqko9yXMmISEhiI+Px7vvvotp06bhvffeQ8uWLfHLL79Aq9UiKCgIpaWlalIXERQUFCA4ONipnrg4X0VFBVasWIHbb7/dbkrC4OBglJeX203vU1BQgKCgIKe7g/NacXNzg6+vr12+rrsbskWLFg6M7PpoKF8XFhY6bb62Wq347LPP8Pbbb2PBggXo3r27Xb4uKSmxO8ktLCy86DR3zuDVV1/FqlWrsHbtWpSWlmLevHkAap+cM5lM6tTBIoKysjJotVqny9c//vgjzpw5g7S0NLz//vv45ZdfUFFRgU8++QR5eXnq1LMX5mur1eqU+bpNmzZo3749oqOj0atXL0yfPh3Hjx9HWVkZ3N3d6+XrmpoaGI1G9YkzZ+Hq6gp/f3+0b98eCxYswKOPPopFixYhKCgImzZtgk6ng7+/v13/pCgKiouLERQU5JSzuwC1U/+vWbMGd9xxh91FeEPXE8zXl8/f3x9Wq1Wd6q/uuqxuiY2mzNvbGzqdDqWlpWr/UFZWBo1GY/eEizPJz8/HY489hoCAAPz1r39Vl4Xx9PSEp6cniouL1baaTCZUVlY2eAOVM0hKSsL333+PtWvX4o033sArr7yiLukTHByMoqIiu2uXoqIip7t2MRgMmD9/PoKCgvCvf/0LixYtQm5uLnbv3o0ffvgBNpvtoudqwcHBTtfve3h4oGfPnkhISEBCQgIefPBBdOnSRZ1SNyQkBBUVFXbTphcXF6vjEM7E19cX7u7umDlzJp555hk888wzePnll7F9+3YUFBTAx8cHOp3ObvaKqqoqpzxXqyMiWLNmDby9vdGnTx91e9215flTxNfU1MBgMNgte9TcBQYGwmg0qks81eVrZ/z8X666cdXzl6MsLy+HRqNxuuu0OtnZ2Zg2bRoSEhLw0ksvqedcdX/PkpISNV9XVVXBYrEgICDAgRH/ccnJyfj555/VG55eeOEFnDp1Cq6urvDz87O7Tqu7dnG2sZXKykosWLAAgYGB+PTTT/Hhhx+ioKAA27Ztw88//wwR+d187UznJkDtjJE9evRAfHw8WrZsialTpyIxMVFdCrnuOq2hcVVnOzepW5Lpueeew6xZs/Dcc8/hueeew4YNG1BaWqr2zecvQVVeXg5FUdQlwJzRzz//jLCwMHTv3l3d1tBYcN3YytXM1871CblKdDodunXrhs2bN6Ompkad5jY3NxedOnVydHjXXEpKCk6dOoWMjAy1eLpjxw706NHD6TpIq9WKL774Aq+99hpee+01DB482K7ja926NcxmM/bt2wcRgclkwoYNG5CSkuJ00xTX3bno5uYGb29vhIeHIykpCVlZWVAUBVFRUQgICMDWrVvVOzk3bdqEiIgIdcpCZ6EoCvz9/bFs2TJ89tlnWLduHfR6PZYvX47s7GwEBQUhPj4emzZtUu9Q3717NwA43dRGdXdB1Z2ciYi6ZoqHhwfc3d3RqVMn/Prrr6iuroaI4MiRIyguLkaHDh2c6jur0WjQs2dPu++oRqOx++/u3btj//79KCgoUN+Lo0ePIiUlxelOaups374dFRUVGD58uN32lJQUZGZm4tSpU+pMCVu3bnXK/ula0el06Nq1q7qen4jg4MGDqKqqQtu2bR0d3jXXrVs3HDp0SJ2GuaioCPv27UO3bt2c6rsP1N7Q8NFHH2HhwoWYP3++3U1sANC+fXuUlpbiyJEjEBEYDAZs2rQJ3bp1c7rC0/n52svLC1FRUUhISEBGRgaA2mnTfX19sXXrVjUHbNiwAa1atXK6Aci6G/O++uorfPbZZ9i8eTMqKyuxbNkyFBQUICQkBNHR0di4caOar3fs2AEPDw/Ex8c7OvzLcmG+VhQF2dnZcHV1Vc/NkpOTsXnzZhiNRnWNxvLycnXJAGeh1WrVfF33RAkA9Tur1WrRrVs3/Pbbb2rx69y5czhz5sxVm9bsehMRdc3wwYMH2/VPXbt2xalTp5Cenq5eO+3atQspKSkNridNDau7LtuzZ4/6ROamTZvQqlUrpx7MuRQtWrRAVFSUurajiGD79u3w9PREXFyco8O7LCKC7OxsTJ06FQEBAZg3b57d36/u2uX8vnD//v3Q6/UNTs/dmNX1+3UFfz8/P3Ts2BEWi0UtIvbo0QO7d+9Wb3rIysrCyZMn0aVLFwdHf3msVitCQkJw7NgxfPbZZ/jXv/6F/Px8HDhwAL/88gtsNhu6dOmCM2fO4Ny5cxARVFZWYtu2bejWrZtTXafVPTlY910UEVRVVaG4uFgtfLVq1Qoigt9++03tr9atW4fOnTs7XWEwPj4e4eHhdn+j8/9/ixYtEBkZqeZARVGwefNmhIWFqVOaOhuTyYRly5Zh1KhRdgU+f39/tG7dGhs2bIDZbIaIYO/evTCbzU7XP10rdTeCGgwGu3HUzZs3Izk52amWEfgjIiIiEBISgi1btqj9xK+//go/Pz+nW1ag7vx8ypQpSEhIwF/+8hd1GT+gtuDYpk0bde14EcGePXtgsVjQunVrpxpvqMvXWq0WXl5ear42GAzqjYjdu3dXx+ZEBKdOnUJWVpbT1YEsFgtCQ0Oxf/9+fPbZZ/jiiy9QVFSE3377DevWrYOIoFu3bjh69Ciys7MhIigtLcVvv/2Grl27OtXYSkP5ury8HOXl5eqNpcnJySgvL8fhw4edvu7TsmVLhIaGXjRfR0ZGIiQkBJs3b1Znq1u/fj0SExOd9maW6upqfPvttxg7dqzdzcL+/v5ISkrC+vXrYbFYICLYuXMndDodWrZsedV+v3M+gnOFNBoN7r77bixfvhzTp09HSkoKvvjiC3Tt2tVpB3POp9fr8eOPP6KgoADV1dX45ZdfkJubiyFDhiAmJgY33ngjYmNjMXXqVIwdOxa//vor9Ho9br31VkeHflnq1tueMWMGRo0ahZycHCxduhQA0K9fPyQlJaF169YYOHAgZs2ahQcffBCnT5/Gzp078dlnnznVxRsAHDhwAF9++SViY2Ph7u6OY8eOYdmyZZg9ezZcXFwQFBSEe+65B2+++SYqKipgNBqxZMkSvPzyy073FMYtt9yC1NRU9b83btyIKVOmYPny5YiMjISLiwsmTZqEGTNmwNPTE8HBwfjwww9xxx13ON3Fm8lkwiuvvIKAgAAEBATg3Llz+Ne//oVbb70VoaGh0Gg0uPfeezFu3DjMmDEDnTp1whdffIEePXo4ZX9122234fPPP8f06dPRs2dP7Nq1C2fPnsXrr78OABgxYgTeeecdTJs2DcOGDVPv9B4+fLhTnZjXqZs2+sYbb0R0dLRdG1JSUtC1a1c8/vjjuOeee7B//36cPXsWb775ptP1T9eKVqvFvffei/Hjx+Opp55CmzZt8Omnn6J///5o166do8O7YlVVVVixYgWKiopgNBrx888/49ixY0hNTUVYWBiGDh2Kt99+G1OnTsXIkSOxbt06uLq6IjU11am+DyKCb7/9Fn/6058wbtw4nD59GmfOnAEADB48GHFxcejQoYP6BO59992Ho0eP4tixY3jppZecqq0AsHPnTnz//feIi4uDq6srDh06hO+//x6vvvoqACA8PBxjx47FK6+8gvz8fJSWlmL58uWYP3++01283XPPPbj99tvV/16xYgVefPFFfPPNN+r6lA888ABeeOEFuLi4wMvLCx9++CEefPBBp5v1pLKyEq+99hpCQkLg5+eHtLQ0fPnll3jggQfg7+8PrVaLiRMnYvz48Zg1axaSkpLw6aefYvDgwU452Hr33Xfju+++w1NPPYXOnTtj69atKCsrw+DBgwEAt956KxYvXozHHnsMAwYMwIoVKxAREYEBAwY43XcWqJ267quvvsKwYcPq3VDau3dvJCUl4dFHH8W4ceOwY8cOFBcX4/bbb3fKtjpKXFwcbr75Zjz33HM4ffo0cnNzsXr1anzwwQdONUh3Mfv27cPBgwexb98+5Obm4tNPP0VUVBSGDx8Od3d3TJo0Cc899xx0Oh18fX2xePFi3HvvvU73pFJNTQ2mTZuGI0eO4Mknn8QPP/wAoPYpl1GjRkGn0+H+++/H+PHjMXPmTPXc7cYbb0RycrJTfWdsNhv+9re/qU9fVVdXY8WKFQgPD0dycjIA4Oabb8aiRYvw6KOPYuDAgfjpp58QFhaGgQMHOlVbfX198cknn6g3QlmtVtx8880YPHgw5syZA1dXV/Tq1Qtt27bFo48+ijvuuAO7du1CUVERbr/9dqe7dtm0aRNWrVqF+Ph4KIqCVatWobS0FKNHjwZQW0xOTU3Fs88+i7S0NGRnZ2P9+vX46KOPnG4mo9DQUNx11114+eWXce7cOQDAxx9/jP79+yM8PBw6nQ733nsvFixYoC7l9uGHH2LOnDlOO6PFoUOHcOLECbz22mv1pgN/8MEH8fDDD+PZZ59FZGQklixZgltuucXpip7XUuvWrTFo0CDMmjULDzzwAM6cOYPt27fj888/d6p+rSEigl27duH48eM4fPgw8vLy8PHHHyMyMhLDhg2Dt7c3Jk6ciDfeeENdUuHDDz/EE0884XQ38ZWXl2PKlCnIzMzEqFGj8O233wKofcJ21KhR0Gg0ePDBBzFp0iQ888wziIuLw8cff4wRI0Zc1cLT9WCz2fDqq6+q48Pl5eX47rvvkJCQoC6PdPvtt2Pp0qV4/PHH0bt3b3z77bdISkrCDTfc4FSf66CgIHzxxRdqvjYYDBg9ejTGjRuHJ554AhqNBv3790dUVBSmTp2KW2+9FVu2bIHRaMQtt9ziVG0FgJUrV2Lbtm2IjY2F2WzGjz/+CEVRMGzYMABAmzZtMHDgQDz11FOYOHEi0tLSsGfPHnzxxRdOd30RExOjXisdO3YMZrMZH330EYYPH46goCBoNBrcddddeP3111FSUqLOrDt37lynvWlpz549yM7OxpgxY+w+mx4eHnjggQcwa9YsuLu7IzAwEIsXL8Zdd911VR/+1IizLQZ0lSiKgrVr1+Kdd95BSUkJOnfujDlz5iA+Pt7pOokLFRYW4r777kNJSYm6Xq9Go8Fbb72Ffv36QURw/PhxvPHGGzh58iQiIyMxc+ZM9OnTx6kuaEQEH3/8Md555x27zk6j0eDFF1/E6NGjISLIy8vD3/72N+zcuRN+fn545JFHMGbMGKe7oDl16hRee+01pKWlwWKxICQkBOPGjcPdd9+tFr6rqqrw3nvvYeXKlXBxccEdd9yBSZMmOV1h/EI7d+7En//8Zyxbtky9C8psNuPzzz/H559/DpPJhCFDhuCpp55yuimwLBYL5s2bh40bN6Kqqgre3t4YNWoUJk2apE69arPZsGbNGrz33nsoLS1FSkoKnn32WcTGxjpdf6UoCnbt2oX58+cjKysLoaGhmDp1KoYPH66u27Z37168+eabSE9PR3x8PObMmYOUlBSnaytQ2x/X3cQxZMgQuzaICNLT0/HGG2/g4MGDCAkJweOPP46bbrrJqfria81qteLf//43/vnPf6KiogI9e/bE7NmzERUV5ZSfifPl5ubinnvuQU1NjZqvtVotPvjgA6SkpKhPyM+bNw9nz55FXFwcZs+e7XRPjIsI3n33XSxZsqRevp43bx4GDRoEEUFmZib+9re/Ye/evQgMDMRjjz2GESNGON0FzdGjR/H666/j7NmzsFqtCAsLw1133YVx48bB3d0dQO0UugsXLsTatWvh7u6Oe++9FxMmTFD3O6v169fjnXfewaeffgo/Pz/1ru2PP/4YX3/9NaxWK1JTU51ycEmv1+ONN97A1q1bUVNTAz8/P9xyyy2YOHEifHx81Hy9YsUKfPDBB6isrETPnj0xZ84chIeHO9V3FqjN11u2bMHbb7+NvLw8REZG4vHHH8eAAQPUfL19+3bMnz8fOTk5SEpKwp/+9Ce0a9fO6doKAFlZWXjooYfw0ksvoXfv3vXydVpaGt544w0cO3YM4eHhmDFjhtPeBOAoIoKSkhK8+eab2Lp1Kzw9PfHggw/izjvvbBJP3v/zn//EkiVL1KdatFotunTpgvfeew9ubm4wGo1YunQpvvrqK1gsFowYMULtC53pc1RaWorx48ejsLDQ7nw1KSkJH374Iby9vRs8d3vmmWcQGRnpVG212Wz44IMPsGLFCpSXl0On0yElJQVTp05F+/bt1Rk1du7cib///e/Izs5GUlIS5syZo+53VjabDVOnTkXv3r0xefJkAFCfsJs3bx6OHDmCsLAwtS90pmsXEcG+ffvwt7/9DZmZmRARtGrVCtOmTUPv3r2h1WrV5Yvmz5+PrVu3wtvbG5MnT8a4ceOcrr+qeyL+H//4B1auXAmbzYYBAwZg+vTpCAsLA1B7w8uiRYuwYsUKAMDYsWPxyCOPOOVAu4hg8eLF2LlzJ9599916bbBYLPj666+xdOlS6PV69O/fH7NmzXK6m5SuJRFBfn4+5s2bh127dsHX1xcPP/wwbrnlFqcbR72QiODNN9/E119/rT6BqtVq0bt3b7zzzjvQaDTQ6/VYvHgxvvvuO4gIxowZg6lTpzrdjSK5ubm4//771Sem6yQnJ+Ojjz6Cq6srLBYLvvvuO3z00Ueorq5G3759MXv2bLRo0cKpcpjNZsOCBQuwZs0aVFRUwM3NDT169MDUqVORlJQEjUajzobx9ttvIz8/H8nJyXj22WfV/c7KaDRi6tSpGDZsGMaPHw+g9nN+9OhRzJs3D2lpaYiKisKsWbOc7iaAuuvNt956C7m5uRARtGvXDo899hi6dOmi5uvc3Fz87W9/w65du+Dv74+pU6fi5ptvdrpxpLol9hYuXIh169YBAIYOHYrHH39cXY6osrIS7777LlavXg2dToc777wTDz74oNPNZgPUjjcsWLAAZ86cwfz58+uNhZlMJnVWBLPZjKFDh2LGjBlX9en4ZlsYB/471YbFYoG7uzs0Go1TdRAXoygK9Ho9LvzTenp6qicxdScARqMR7u7u6lSJzkREYDab7daRqOPh4aFesJy/LrNOp4NOp3O6tgL/bYfZbIbVaoWHh4d6AVrXnvPXcdNoNHBzc3PKtl7IarXCaDSqa9fVqZvWTFEUtQN1tvbW/c1sNhtMJhPc3NzU7+mFbW0q/VXddDgmk6nB/ud/7XcmNpsNBoMBnp6eDZ6U1fXFJpMJrq6u6o1MZE9EYLVa1b4PcL7vekMURVHXbjufl5eX+nlpCt+Hy8nXTeH7cH6+ttlsF+3ngNp8rdVq4erq6pRtvZDFYoHZbIaXl1e9c5O6KfrqcpizuTBfu7u7N/gZbUr91eXkaw8PD6c+N6k71/Ty8mqwwHP+tZObm5vT9k+O1lSuyxpiMpnq5TkXFxd4enra9YfOfu1ysbGGuulLz2+rs/eF5y+dYTKZ4OLios7s0lT7wjp1y9q4uLjYDVQ2lb7w/POw889NGjpXawr9VUPnYkD9caS6PsyZx5HqPp8A1O/jhfuB2nNWm83mtP3TtdaUPv/nq7vWtFgsdtvPz9cNfR8A5/uMNNd8XfeZvVi+ttlsMJvNTS5fn9/muu3OXvcB7MeIADT4GW1K/dX55ycALpqvzx9HOn+/M6n7fGo0mgbHiM7P19fq2qlZF8aJiIiIiIiIiIiIiIiIiKjpc575joiIiIiIiIiIiIiIiIiIiP4AFsaJiIiIiIiIiIiIiIiIiKhJ0zk6ACK6MgaDAVartd4adkDtegx6vR4A7NaQISIias7q1lKrW9OooXWFjUYjLBYLvL29G1xzmIiIiJofm82mXmN7enpCp7MfVrNYLDAajfDw8FDXfiQiImru6saoFUWBm5ubumZwHUVRUFNTA1dX1wbXHCYiupo4ykfkxGw2G/70pz+hT58+mDRpEoxGo91+vV6P8ePH48knn4TVanVQlERERI3PF198gT59+mDEiBHIysqy22ez2fDyyy9jzJgxKCkpcVCERERE1NgcO3YMAwYMQN++fbFu3Tq7fSKCFStWoH///tizZ4+DIiQiImp8ysvLMW7cOPTp0wdvvfUWFEWx23/q1CkMHjwYS5YscVCERNScsDBO5MSqqqqwZcsWHD9+HGvWrMHp06ft9ufm5mLHjh1wc3Ordyc7ERFRc7Z582YcPXoUv/32GzZt2gQRUfcZDAZs2bIFBoMBHh4eDoySiIiIGpN9+/bh4MGDOH78OL799lu7gX0Rwfbt25GRkYHAwEAHRklERNS4ZGVlYceOHThx4gS++eYbVFVV2e0/ePAgjhw5gsDAQD4tTkTXHAvjRE6srKwMmZmZGDBgALRaLTZs2KAO7IsIzp49i4qKCqSkpDg2UCIiokbEaDTi+PHjSEpKQuvWrbFq1Sq7mVUqKipw9uxZtGnTBl5eXg6MlIiIiBoLRVFw6NAheHt7Y9CgQdi6dSuKi4vV/TabDQcPHkRERATCw8MdGCkREVHjcubMGRgMBqSmpuLUqVM4duyYuk9EcOTIEbi4uKB9+/YOjJKImgsWxomcWFpaGvR6PUaPHo0uXbpg9erVdtOpHz16FC4uLmjXrp0DoyQiImpciouLkZWVhRtuuAEjRozA9u3bUVBQoO4/c+YMqqqq0KlTJ64vTkRERAAAs9mMY8eOIS4uDvfeey9ycnKwf/9+9eb08vJypKeno1WrVvD19XVwtERERI2DiODAgQPw8vLCxIkT4e3tjbVr16r502Kx4MiRI4iIiEBYWJiDoyWi5oAjfUROSkRw9OhRKIqCXr16YdiwYdi7dy8yMzPVY/bv34/AwEDEx8dzGhoiIqL/yM7ORnFxMTp27IiRI0eivLwcO3fuhIhARHD8+HGYzWZ06tSJ+ZOIiIgAADU1NUhLS0NSUhIGDRqEsLAwrF69Wp1OPTs7G4WFhUhJSeGNdURERP9hs9lw+PBhBAUFoV+/fujWrRtWr14Ng8EAoHYps+PHjyM+Pp5LkRDRdcEzdSInZbPZcOTIEQQHByM6OhpDhw6FxWLB5s2bISLQ6/U4efIkoqOjERISAqC2mK4oChRFsVtL1dFEBDabrVHFRERETZOI4PDhw9BqtUhOTkbnzp0RExODf//732ph/NChQ/D390d8fPxV+Z2KojTqPNdY83BjjYuIiJqnzMxMlJSUoEOHDoiMjMQNN9yA9evXq+ukpqWlwWQy2U0D21hzWWM/NyEioqajsrISp0+fRuvWreHn54fU1FScOHECaWlpAICcnBwUFhaiQ4cOcHV1veLf11hz7/nqxucbk7r3rbHFRXQtsDBO5KTqppmJiYlBixYt0KZNG7Ru3RorV66E1WpVp4nt2LGjelKhKArefvttbNmyxcHR2zMajXjxxRdx+vRpR4dCRERNXF3h29PTE23atIG/vz8GDRqEX3/9FUVFRbBarTh06BAiIyOvyvqgIoJ169bh/fffvwrRXxu5ubl47rnnUFlZ6ehQ7Ozbtw/z5s2DxWJxdChERNTMiQhOnjwJvV6vPhE+atQopKen4+DBg3bTxLZp00adcSYtLQ0vvvgizGazg1tgb8uWLXjnnXccHQYRETUDdWPUycnJcHd3x8CBA6HVarF+/XqIiLqUWZcuXa7K79Pr9XjhhReQnp5+VV7vahMRfPjhh1i5cqWjQ7Fjs9nw17/+FQcPHnR0KETXHAvjRE6qqKgIOTk5aNu2LTw8PODl5YWbbroJv/32G3JycpCZmYmysjK0b98eLi4uAGrXRFu+fHmjuygvLS3Fv//9bzVOIiKia8VoNOL48eOIjY1FUFAQtFothg8fjvz8fOzbtw8lJSXIyspC69at4e3tfVV+p81mQ0xMzFV5rWvh0KFD2LVrF3Q6naNDsfPrr78iPT2d5wdERNQoHDlyBJ6enkhMTIRGo8ENN9wAX19f/PLLL7BYLDh69ChCQkIQHR0NoHbge9++fdi/f3+jWppFRLBx40bk5eU5OhQiImoGTp48CaPRiI4dO0Kr1SI+Ph6dO3fGmjVrYDAYcOTIEbi5uaF169ZXJV9aLBYEBgbC19f3KkR/9RmNRnzzzTeNbny+rKwMK1asgJubm6NDIbrmGtfoFxFdsvT0dJSWltrdTTds2DAsXLgQ27dvR1lZGbRaLTp06KCeVOTl5aGyshJRUVE4dOgQFEVBu3bt4OHhAQAwmUzIzc1Fbm4u3N3d0bZtW3h7e0Oj0aCgoAD5+fmIjY1FWloawsPDERsbC4PBoMYSERGBuLg46HQ62Gw25ObmIjMzE8HBwUhMTLR7cr2oqAhnz55FTEwMzp07B19fX4SHh0NEYLVakZWVhZycHERERCA+Ph46nQ4iAoPBgDNnzqC8vBwtWrRAfHy8Gj8REdH/Ul1djVOnTqF3797w8fGBRqNBjx49EBYWhpUrVyIwMFBdH7QufxoMBhw6dAidOnWCp6cnFEXBkSNH0KJFC4SHhyM3NxdlZWVqjqx7Gl2n00FRFLRo0QKJiYkAagejS0pKcPr0aQQHByMoKAjp6eno3Lkz9Ho9jh8/jm7duqk/e+DAAcTGxiIkJAQigpqaGpw+fRp6vR6tW7dGcHDwFQ0e1D3hFhcXh+rqahw8eBDR0dGIjo6GVquFiKCiogKZmZmoqKhAZGSkmusVRcHBgwcREREBg8GA/Px8pKSkwN3dHcXFxTh37hy0Wi0SExPVteIMBgNOnz6N6upqJCUlISQkBBqNBiICs9mMM2fOQK/Xo127djhy5Ij6VJ6IoKqqCqdPn4bJZEKbNm0QGBgIjUZjd16h0WgQFxeHsLAwru9KRERXTV1ObtGihVr4joiIQK9evbB27VpMmTIFp06dQps2bexurDtw4ABat26NoqIiZGRkIC4uDpGRkWruKysrQ2ZmJqqqqhATE4OYmBi4uLjAarXi4MGDiI2NRWVlJQoLC9G9e3dotVoUFRXh3LlzcHNzQ2JiIvz9/QHUnuOcOXMGBoMBrVu3RlBQkPp7TCaTXQ49fvw4xo4dCwBqrj99+jRsNhvatm0LPz8/Ncfm5+cjPT0dOp0O8fHxCAkJYY4lIqJLIiI4cuQIAKBDhw4AAE9PTwwfPhx/+9vfkJ6ejv379yMoKAhxcXHqz5w5cwYajQYtW7aERqNBeXk5Tp06ha5du6o5uVWrVqioqEBubq56bQzUFp6HDx+u/nfddWZlZSXatGmDjIwMREREoEWLFjh27Bj8/PwQHR0NjUaDoqIiZGdno3PnztBqter4dkZGBoKCgtCqVasrLhxXVFQgJycHcXFxOHLkCEwmE9q1awdPT08AtYX9vLw85ObmwsXFBW3atFHzcnFxMTIyMpCUlISTJ08iMDAQrVq1gtFoRHp6OoqLixEWFoa4uDi4ubnBZrOpeTwgIABJSUlq/CKC4uJinD59GpGRkaiqqoJWq1VnzrNarcjJyUFWVhZCQkLQqlUrdXzeZDLh7NmzKC4uRkhICOLj4+Hp6dmobgQk+j0sjBM5qePHj0NE0K5dOwCARqNBx44dER8fj59++gk+Pj7w8vJCq1at1J/JzMyEyWTC/Pnz8euvv6K8vBwTJ07EX/7yF7i6uuKzzz7D66+/Do1GA71ej379+mHx4sXw9fXF8uXLsXz5cnh6eiIzMxMvvvgirFYrZs+ejX379sHFxQUajQY//vgjEhMT8e677+L999+Hoigwm82YPn06nnrqKbi4uGD16tV49tlnUV1djaCgIAwaNAgJCQlwd3dHdXU15s6di2+++UZdE/2FF17Agw8+iKKiIjz22GP47bffoNPp1LbccccdjvozEBGRk0lPT0d5eTk6duyoPiHdokUL9OnTBxs3bkRSUhJsNhuSk5MB1F4sHj16FLNmzcLPP/8MT09PmM1mzJo1C08//TTCw8OxdOlS7N69G25ubti/fz+qq6uxYMEC3HXXXSgrK8P06dPx4YcfIiAgADt27MCTTz6J4uJieHh4YMiQISgsLMS//vUv7N69G/PmzcMPP/wAnU6HiooKTJ8+HW+99RaCg4PVOE6dOgVFURAVFYUlS5Zc0Z31VqsVR48ehdlsxl133YVz587Bw8MDS5YsQZ8+fVBdXY0JEybg5MmT6nqkr732Gu655x4YDAY88cQTaNWqFfbt24fQ0FD861//wrp16/D666+jpqYGiqJg4MCBWLx4MTIzMzFr1iwcOHAAABAaGorFixejU6dOqKmpwfPPP4/vv/8erq6uGDhwINLS0nDfffcBAPbu3YtnnnkG6enpsNlsaNmyJT7++GPExcXh559/xnPPPQeDwQBFURAeHq7e5EBERHQ1VFZW4uzZs2jZsiX8/PwAAK6urhg+fDjmzJmDrVu3Ijc3F6NGjYK7uzsAqDfSBQQE4I477kB2djb8/Pzw+eefo3PnzigrK8Ntt92G7OxsKIoCjUaDBQsWYPTo0SgrK8PDDz+MLl26YOfOnYiPj8dnn32GZcuWYcGCBTCbzbBarRgzZgwWLlyIY8eOYebMmUhLS4OiKIiJicEnn3yCxMRElJeXY86cOVi9ejXc3NwwevRoZGZmqmMF27Ztw5w5c5Cfnw+r1Yrk5GR8/PHHCAsLw1dffYVXXnkFFosFiqKgVatW+P777+Hj4+OwvwURETkPm82m3lQeGRkJoHYMe+jQofjrX/+Kn3/+GadOnUJcXJx6/aYoCubOnYsbbrgBLVu2VGc6+eijj/D999+jqKgIDz30EEaNGoXVq1cjPz8fnTp1wldffQV/f3989dVXOHv2LBYsWAC9Xo+XXnoJy5Ytg06nQ6dOnVBWVoa5c+ciKCgIzz33HCZOnIjo6GiICL7//nvs2LEDH3zwASwWC9555x188MEHUBQFFosFU6dOxTPPPHNFs5plZWXBYrHgn//8J7Zv347S0lLceuutWLBgAdzd3fHjjz/i2WefhUajgcFgQEpKCpYuXYqgoCCsXr0a7733HkJDQ3Hy5Ek8/fTT8PDwwJw5c/Drr7/C1dUVGo0Gn3zyCXr27IklS5bgrbfegsVigclkwqRJk/D888/D1dUVW7duxVNPPYXS0lIEBgZixIgRiIyMhK+vL/R6Pf7+97/j008/hYjAYrHg6aefxqOPPorKyko89dRT2LhxI1xdXWE2m/H8889jypQpV+UzQ3Q9sDBO5IREBPv374efn586jRsA+Pn5YfDgwfjyyy/h7++P+Ph4BAUFqT/3/+3deVBUZ7r48W93sy+yo9CCLAItKBJZRJMIgssYhUQnbnFM1CQVl2jMYhJjNsG4jBnHlJOkQqyomahoYibJ6NRM9qRUosi+KQoSNgVkFWi6afr8/rA4NVzndyf3zs3k6n0+/8Gh4LyHrnrP+z7v8zzFxcX09vaSlJTExo0b+fbbb8nIyGDVqlUEBQWRmJhIdnY2zs7ONDY2snbtWioqKoiLi6OgoIDGxkZ27tzJHXfcgZ2dHStWrMDb25tjx46pGXZ6vZ4PP/yQ/fv3s3PnTqKjo/nuu+/IzMxk0aJF9Pb28txzz7F8+XLS09MpLy9nzZo1rFu3DoA9e/ZQXFxMVlYWw4cP5/Tp07zzzjvMmzePL7/8kvr6ej766CO8vLxoaWlBr9f/Iv8DIYQQt57B/qCDi8tBOp2OOXPm8Kc//YkDBw7g7Oys9gcdDIz7+vqqGWCDVVSCgoKwWCwUFhZSW1vLtm3bCA0N5be//S1/+ctfWLhwIT/++CNmsxl/f38aGxt56qmnSEtLY+HChTQ0NPDoo48yf/58bGxsyM/PJyQkRN1Qr6+vVzPRW1tbefLJJ0lMTFQPse3YsYNDhw7x6quvqmMZGBjAbDajKMpN49doNNjb2w/J8urr66O8vJyAgAB27tyJs7Mzzz33nBoY1+l0bNy4ETc3NzQaDUePHuXQoUPcf//9XLlyherqakJDQzl48CA+Pj6cO3eOjIwMNmzYQHJyMhaLBaPRiNFo5IknnsDLy4vPPvsMW1tbnn/+ebKysnjjjTd4++23yc3N5f3338fPz4833niD2tpagoKCaGpq4qmnnmLGjBnMmTMHq9VKRkYGH374IWvXrmXPnj0sXLiQxYsXoygKLS0t/2Nl8IUQQgi4UX3typUr3HPPPepmuEajYerUqdjZ2bFnzx5MJhPjx49X1+dtbW1UV1cTExPDm2++iU6nY/369Rw8eJDo6Gjs7e3ZvHkzXl5eKIrCe++9R3Z2NrNmzaKpqYnq6moSExM5cuQI3t7efPHFF/z+979n06ZNTJ48GZPJhMViob29nccff5zIyEh27dqF1WrlySefZN++fWRkZLBz504uXbrEkSNH8PT0ZPv27Vy7do3g4GBqamp45plnWLBgAampqZhMJjZt2sSJEyeYP38+f/jDH1i1ahVz5szBYrHQ2tqKk5PTL/mvEEIIcQsxmUyUlZWpVdAGRUREYDAYeP/992loaGDx4sVqpdG+vj7Onz/PsmXL1J8/d+4cISEh6HQ66urqqK2tRaPRcOjQIRoaGnjkkUfUA2h5eXkkJiYCsHfvXk6ePMmBAwfQ6/Xs2bOH/Px89Ho9165do7a2FoPBoK79z5w5Q1hYGDqdjg8++IBPP/2U3bt3ExQURHl5ORkZGSxZsoTAwEAAtfLZwMDAPxy/jY3NkAzzwf2Frq4uEhISeP7558nNzeXZZ59lzZo1jB07lrFjx3Lo0CFcXV1pampi7dq1lJSUkJSUREFBAfX19axfv56JEyfi5OTE6tWrURSFDz/8EB8fH1paWggNDeXEiRO88cYbbN68mfj4eHJzc9m4cSOLFi3CxcWFJ598krlz57JgwQJqampYvXo1CxYswNbWlnfffZevv/6aN998k5EjR5Kfn8/rr7/OokWL+OGHHyguLubIkSMMHz6c9vZ23N3dJVtc3FIkMC7ELWiwP6qfnx/Dhw9Xv6/T6Zg1axZvvfUWLS0tLFiwQD3JPVjudNmyZSxZsgSdToejoyO7d+/GZDLR19dHaWkpx48fp6mpCYvFQmdnJ7a2thiNRiorK9mwYQP33nsvGo2GTz75hPb2dt5//318fHwACAkJoaenhwMHDvDMM8+oP2tnZ8f27dsxmUwcOXKEO+64gzVr1mBvb8+IESPw8/MjMjKSa9eusX//fhwdHXnttdfUsba1tWE0GomKisLFxYVDhw6RmJjI1KlTh7xUCSGEEP9MSUkJLi4uBAcHD/n+xIkTGTZsGAUFBYSHh+Pn56dey8/PZ/z48WqGeVVVFba2tvj5+dHT00NVVRUbNmxgxowZAAQGBtLU1ATAxYsX0ev1ODo6cvToUby9vdmwYQOOjo4EBgYSFBRETEyMeugtKSlJLR1eXl7OiBEjcHFx4fjx4+Tm5mI2mzl9+jRw46S5u7v7kHFUVlby2muvYbVabxq7Tqdj69atQ/qdNzc309fXR2ZmJtHR0SiKwvTp0zl16pR6/YsvvqCgoICenh51I12r1XL58mU8PDzYunUr/v7+WCwWsrKyWLFiBcuXL1cDB4qi8N1339HY2Mi7776rlmZLSUkhJyeH9vZ2srOz2b59O1OmTAFg2rRpFBUV4eXlRXZ2NsXFxWi1Wr755hvgRuZ/REQEOp2O5ORkcnNz1Uzz+Ph4dVNFCCGE+J9QVVVFT0/PkFZlcGPOj4mJ4csvv8Te3l6tOAOo7wKZmZlqS5Xk5GSuXLmCoijU19fzt7/9jZKSEnp7e7l69SoJCQloNBrKy8sJDQ1l8+bNeHt7093dTVZWFk8//TRLliwZcsjt008/xWQykZmZiaenJ4qiMHnyZFpaWmhsbOT48eNkZWUxceJENBoNKSkpNDQ04OzszP79+7l48SJ//vOfOXHiBACXLl2iubkZBwcHkpKSOHnyJGazmdTUVPX+hBBCiJ/i6tWrXL16lfT09CEBYicnJ6ZPn85rr72GRqMhKipKndvq6+sxGo2EhYWh0WiwWCwUFBRw3333odFoKC0tJTIykmeffRY3Nzfc3d0ZNmwYdnZ2aknx5cuX09nZqR4kT0pKAmD69OmcO3cOHx8fKioqsLGxUdenPT09XLhwgXvvvRej0cg777xDR0cHu3btUlt/tra20t3drY7DarWye/duioqK/uH4J02axNq1a9WvB0vLz5s3jxUrVmBjY4OXlxfbt2+nr6+P/v5+Kioq+OSTT7hy5Qpms5mmpia1LHppaSmPP/448+fPR6PR8O2331JVVcVnn32mloMPDg7GYrGwf/9+9SC+VqvFy8uLLVu2cP36db766isCAgLUjHO9Xk9AQAAxMTF0dHSwd+9ezGYzO3bsAG4ccGhtbVVbug0fPpzDhw+TkJBAamrqkPiEELcCCYwLcQvq6+sjODhYLT/+9yZMmMD8+fNpaWkZcpq9t7eXS5cu8etf/xqdToeiKFy8eBFHR0d8fHzIyspi7969TJs2jejoaOrq6mhsbCQgIIDOzk7a2tqYMmWKeoKusLCQ6OjomwLTRqORuro6tTeroihUV1fj4uLCsGHDKCoqIiUlBTs7OxRFoaamhs7OTgwGA7W1tQwMDLBo0aIhL0uenp64u7szfPhwjhw5wvnz5zl8+DAHDx4kOztb7cEihBBC/GcURcHR0ZH09PQhwWEAvV7P0qVLyc/PJz4+Xs04tlgsVFRUsHLlSuDGwve7774jNDQUBwcHamtr6enpUTeK+/v7KSsrIzU1VZ0vIyMjsbGxoaCggLi4OBwcHNTM5paWFsLCwujq6uLy5cusW7dOXfx/8803RERE4OjoSGFhIXFxccyaNWvIeCZOnDhkHEFBQWRkZPx/n8HfL1gH3wVcXV0JDw9Xx1tYWMj48eNpa2tj+fLluLi4EBsbi5OTEx9//DGRkZHodDpKS0uZMGECvr6+aDQaurq6qKurY8qUKTf1Hr1w4QJBQUFqT3SLxUJxcTFRUVHU19fT39+vBhsGBgY4d+4coaGhODk5kZ+fz5133klKSsqQ33nXXXeh0+l47rnn+PHHHyksLOTpp59m9erVLFmy5Kd+LIQQQoh/ymQy8atf/YoJEyYMCQzb29urbT+8vb3VDDK40f5s5MiR6PV6NBoNfX19FBcXM3XqVJqamnjwwQfR6/XEx8fj6OjIBx98QFRUFBqNhpKSEhITE9X+qN3d3dTV1XHnnXfeNMeWlZURFhamlqA1mUxUVFSQlJREQ0MDGo1mSHDhzJkzjB07Vn03SUlJUTPrAPWQnI2NDRkZGdTU1JCXl8fKlSt56aWXmDNnzs/2nIUQQtxejEYjcXFxzJw586Zr6enpFBQUqOvawfm1pqZG3QuGG4Hy6upqIiMjURRFnSMHW5sMtgPz9fWlqamJzs5ORo8eTUNDA0ajkXHjxqHRaNTe5IPrzLKyMoKCgnB1dUVRFC5fvkxDQwMRERE0NzfT1tbGokWLcHNzU+/Z2dl5SPVSrVbLgw8+iNFo/Ifj/4+VzCwWCyUlJTz00EPq/nxVVRVarRZ/f38OHjzI66+/TmpqKpGRkbS0tFBbW4ter6e9vZ3m5mZSU1PVZ1VSUoLBYGDEiBFD3k8G3xtiY2PVg/eXLl1Cp9Ph5+dHYWEhCQkJ2NvboygKV69epampifDwcFpbW9X2q66urkPG4uPjg4ODA4cPH+bChQtq1b2jR4/edGhfiP/NJDAuxC3I3d2drKwsNBqNmr02yNvbm3379qEoypBrHR0dXL58mZMnTzJ+/HiuXLnCq6++yrx583B3d+fzzz8nPT2dxx9/nObmZrZu3UpoaCiurq6cOXMGFxeXIRO/k5MTpaWlXLhwAXd3d9rb2/H19UWn02Fra8upU6fw9fWlvr6el19+mTlz5uDp6YmtrS05OTmkpaVx/fp1XnnlFZydnfHy8qKnpwetVkt0dDSxsbGYzWby8vKIi4ujoaGBkydPkpycTFBQEKNHjyYnJweLxfJve+5CCCFubRqNhhdffBFFUW7KKNbpdGRmZmK1WtFqteocajab6erqUk+6nz17lgMHDrBs2TJsbW2prKzE09NTzTA3Go1UVVWxbt06LBYL5eXlLF68WK2gkpeXR21tLSaTia1bt9Lb20tAQID6dxobG2lsbOSrr77i008/5ZVXXkGj0eDs7IxWq2X27Nl4eHjQ2tpKRUUFiYmJQxbAjo6OhISE/ORnUlFRQWNjI2fPnmX06NEcP36cc+fOqf286+vr+eMf/0hgYCCnTp2isbGR2NhYAIqKioZk0tvY2KAoCt9//z1BQUEMDAzQ2dlJREQEbm5uXLx4kYqKCry9vTlx4gQ//PAD69evR6vV0tnZyenTp5k8eTKnTp1i3759bNiwAbixALe1tSUtLQ03Nzeam5u5dOkScXFxfPTRR4wYMYLw8HCioqKwt7fn6tWr//0PiRBCCPEP3HfffaSlpd30/qDRaHjggQdYsGABGo1Gva4oCkVFRdTW1lJcXIxer+fo0aNUV1eza9cuqquraW1tJSsrCy8vL77++mva29sZN24cFouFsrIy0tLS1L+j0+mwWq18//33eHh4YLFYuH79OgaDAXd3d86fP09lZSXOzs4cPXqUCxcusGPHDtra2mhpaSE3N5fo6Gi+/PJLPvroI7Zt24ZWq1XfL+bOnYuTkxONjY1cuXKFyMhIDh8+TEhICMHBwWrAvqWl5d/63IUQQtzaIiMjOXbs2E371xqNhtjYWI4dOwYwZH5ta2uju7ubhoYGAHbu3El3dzfBwcGYzWYqKipYtmyZmpBVUlJCUFCQmpA1mEXe29vL9evXOXPmDDqdjpycHN555x2eeOIJAFpbW9U1eHd3N5mZmbi4uODj44PRaESn0xEaGsqMGTPUSqzBwcFDAuUajWZItbl/pquri6qqKnJycpgyZQrt7e289NJLzJw5E29vb7755htSUlLYuHEjbW1tvP7664wYMQJfX18qKyuxWq2MGjVKHbuTkxMVFRVqtbmOjg48PDxwcXHB1taWkydPEhYWRnNzMy+99BLJycmMGDECOzs7fvjhB7X1W2ZmJhaLBb1er+7PR0ZGcvfdd6sH1wcPz//1r38lJSWFwMBAIiIiOH78OGaz+b/9GRHilyCBcSFuQYOb6/+VazU1NQQEBHDx4kWmTp1Kb28vs2bNYvXq1Wi1WlJSUtixYwfHjh1TJ9iYmBjs7OyorKxk9OjRai8xjUbD3Llz+fjjj5k2bZo62R4+fJgxY8awcuVKtmzZwu7du+nr62P27NmsX78enU7HAw88wGOPPUZycjL+/v74+/szZswYXFxcCA8PZ/bs2Tz88MO4ubkxMDDA+PHjufvuu2lvb+ett97ilVdewdbWFo1Gw+bNm6WHqBBCiJ/s7zesf+o1R0dHJk+ezMsvv8ybb75JbGwsvr6+REdHAzcyoSMjI3FwcACgoaEBRVEIDg6ms7OTq1evqpvJ8+bN48EHHyQ5ORlvb29CQ0MZNWoU7u7uKIpCfHw8q1atwtfXl0mTJuHl5aX+nfnz53PixAlSU1PVE+2rVq26KWvsv6qsrIyZM2eyZs0adfG/bds29aS4n58f8+fPx83NjTvvvBMHBwfCw8Pp7e2ltraW3/zmN2pg3tXVlYcffpht27axd+9erFYrKSkpvP3226SkpLBv3z5mz56Ng4MD9vb2bNmyhaioKPr6+khKSuKxxx7D19eXuLg43N3dGTt2LABLly7loYceIiUlRW0RMxhQHyxjb29vr2YDLFy48F96JkIIIcR/ZGNjc9Om/iCdTqdWahtkNpuprKxk+vTpLF++HJPJhIODA7t27SIgIACtVoubmxvp6em4ubmRmJiIg4MDBoOBvr4+GhsbGTNmjPr7PDw8eOSRR9i8eTO7du3CYrEwb948duzYQVpaGtnZ2UybNg07OzuGDRvGzp07CQ4OxsfHh4SEBJYuXYqvry+xsbG4u7szbtw4tFotK1as4NFHHyUpKQlnZ2d0Oh2bNm0CoLy8nOeffx4nJyd6e3tJTExk9uzZP99DFkIIcdvRarU3VTv9Z9eio6NpbW1lxowZDB8+nAkTJhAeHo6bmxs9PT20traqc6TVaqWkpITY2Fg0Go1aRcXZ2ZmgoCCSk5NZuXIlPj4+xMTE4OjoqLY9mThxIr/73e9ISUlBr9cTEhJCeHg4w4YNY9iwYSxdupSNGzeyZcsW4EZ1tqysrH/pedTX1+Pp6UlHRwdTp07FaDSSlJTE008/jZ2dHVOmTGHTpk18/vnn+Pn54eHhwbhx43BwcODixYtqhvugmTNncvDgQe655x5cXV0ZGBggOzubCRMmsHLlSl588UX27duHyWQiJSWFF154AVtbW+6//36WL1/O1KlT8fHxISIigtGjR+Ph4YG7uzuLFy9m3bp1DBs2DEVRCA0NZd++ffT19fHee++RkZGBvb09FouFF154Qa1wI8StQqMoivJL34QQ4udXX19PXV0dBoOB/Px83NzciIqKwsHBAY1Gg8lkorCwkJ6eHqKjo6mpqcHDw4OQkBDOnz+PxWIZ0k9NURSuXbtGaWkpZrOZ0NBQgoKCsLGxUTPk6uvrCQgIIDw8XH3RGRgYoKKigoaGBqKioujs7GRgYEDd+B/sn97Y2Mjw4cMxGAxq8Lu1tZWysjJMJhMGg4GRI0f+ywEBIYQQ4j+jKArd3d3k5eWpvUMLCgqIjo7Gw8OD0tJSbGxsMBgMaiZVeXk5d911FyaTiZycHCZNmoSTkxNWq5WLFy9y+fJlwsPDefvtt+nv72fXrl1otVo6OjrIy8vDzc2N8PBwcnNzSUhIUAPhra2tlJaW0tfXx+jRo9V5918ZW05ODoGBgfT09PDjjz8SERGhbtgrikJTUxNFRUX4+voyatQoCgsLmTRpElqtllOnThEXF6eWsIMbpeEGx+jm5obBYMDLywtFUejo6KCwsBCr1cqYMWPw8/NT3yu6urrIy8vDwcGBMWPGkJ+fz4QJE9RDAy0tLZSVlWE2mwkPDycwMBCdTkd/fz/V1dVUVVXh6elJZGQkrq6u0v9UCCHEL8pisXD69GkMBgPNzc1qFra/v7+a5dXQ0EBpaSl6vR5/f38KCwu56667sFqt5OTkkJCQoB4IA+jv7+f8+fPU1dXh6emJwWBQs9ZaW1spKipSM7wG25woikJ7ezsFBQW4uroSFhZGXl4ekyZNwtnZWS2fWlZWhtVqHbLONpvNXLp0iZqaGnx8fIiMjMTJyUnmWCGEED+rwXVzTU0NBoNBXZfGx8fT29vL2bNnmTRpEo6OjlitVs6ePYter2fkyJGUl5cDEBUVBdxYZ+bn52NnZ4erqyuLFy/m448/Jjw8XN2jbmxsZOzYsVy/fh2j0UhMTAxwY96trKxUS7uPGTMGNze3f2kebGlp4fz584wbN46CggKcnJwYN26cmozW399PUVERHR0djB07lqamJuzt7YmIiKCqqoquri7uuOOOIfvz7e3tlJSUYDQaCQoKIjQ0FFtbWywWi3r//v7+GAwG9UC/1WqlsrJS3QPo7++nq6uLCRMmqPdx4cIFamtr8fb2ZsyYMWpAvr29nbKyMnp6eggPD2fUqFE3HRAU4n87CYwLIYQQQgjxb2a1Wpk7dy5paWk8/PDDsskshBBCCCGEEEL8TL7//nueeuopvv766yGHu4UQ//dIqqUQQgghhBD/ZmazmbCwMOLj4yUoLoQQQgghhBBC/IwGBgZIT0/H0dHxl74VIcQvTDLGhRBCCCGE+DdTFIX+/n5sbGykLYgQQgghhBBCCPEzslgsKIqCjY2NHE4X4v84CYwLIYQQQgghhBBCCCGEEEIIIYS4rUl6ihBCCCGEEEIIIYQQQgghhBBCiNuaBMaFEEIIIYQQQgghhBBCCCGEEELc1iQwLoQQQgghhBBCCCGEEEIIIYQQ4rYmgXEhhBBCCCGEEEIIIYQQQgghhBC3NQmMCyGEEEIIIYQQQgghhBBCCCGEuK1JYFwIIYQQQgghhBBCCCGEEEIIIcRtTQLjQgghhBBCCCGEEEIIIYQQQgghbmsSGBdCCCGEEEIIIYQQQgghhBBCCHFbk8C4EEIIIYQQQgghhBBCCCGEEEKI25oExoUQQgghhBBCCCGEEEIIIYQQQtzW/h9iOL/J5W5tpgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compare: Trace Statistics before vs after\n", "after_stats = f\"{dest_path}/merged_traces_split_trace_statistics.png\"\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(20, 6))\n", "for ax, f, title in zip(axes, [before_stats, after_stats],\n", " [\"Before (oversized traces present)\",\n", " \"After (large traces split into 2)\"]):\n", " ax.imshow(mpimg.imread(f))\n", " ax.set_title(title, fontsize=14)\n", " ax.axis('off')\n", "fig.suptitle(\"Trace Statistics — Before vs After Splitting\", fontsize=16)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 6, "id": "cell-11", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compare: Barcode Detection before vs after\n", "after_detect = f\"{dest_path}/merged_traces_split_barcode_detection.png\"\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(20, 6))\n", "for ax, f, title in zip(axes, [before_detect, after_detect],\n", " [\"Before\", \"After splitting\"]):\n", " ax.imshow(mpimg.imread(f))\n", " ax.set_title(title, fontsize=14)\n", " ax.axis('off')\n", "fig.suptitle(\"Barcode Detection — Before vs After Splitting\", fontsize=16)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cell-12", "metadata": {}, "source": [ "**What to check:**\n", "- **N_barcodes** (left panel) shifts left: split traces have fewer barcodes each\n", "- **Total trace count** increases: each split creates one extra trace\n", "- **Barcode detection** may change slightly as trace composition is modified" ] }, { "cell_type": "markdown", "id": "cell-13", "metadata": {}, "source": [ "## About the Parameters\n", "\n", "`trace_splitter` accepts two parameters with sensible defaults:\n", "\n", "| Parameter | Default | Effect |\n", "|-----------|---------|--------|\n", "| `--std_threshold` | 1.0 | Traces with Rg > mean + N×std are split. Lower = more aggressive. |\n", "| `--num_clusters` | 2 | Number of sub-traces after splitting. |\n", "\n", "**The defaults are recommended for most datasets.** Changing them requires a good reason:\n", "\n", "- Lowering `--std_threshold` (e.g. 0.5) splits more traces, risking splitting\n", " legitimate extended conformations\n", "- Raising `--std_threshold` (e.g. 2.0) only splits extreme outliers\n", "- `--num_clusters 3` would only make sense if you suspect\n", " three distinct fibers were merged into a single trace, which is rare\n", "\n", "When in doubt, keep the defaults and inspect the results." ] }, { "cell_type": "markdown", "id": "cell-14", "metadata": {}, "source": [ "## Summary\n", "\n", "| What | How |\n", "|------|-----|\n", "| Detect oversized traces | Radius of gyration (Rg) > mean + std |\n", "| Split them | K-means clustering on 3D coordinates |\n", "| Default behavior | Split into 2, threshold at mean + 1×std |\n", "\n", "`trace_splitter` only modifies traces above the Rg threshold.\n", "All other traces pass through unchanged.\n", "\n", "**Next:** [Tutorial — Assign Masks & Split by Labels](tutorial_assign_masks_split_labels.ipynb)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.15" } }, "nbformat": 4, "nbformat_minor": 5 }