{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Scripts for Calibration of Cernox Sensors\n", "---------------------------------------\n", "\n", "Make a copy of this notebook for an other run." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import math\n", "from scipy.interpolate import splrep, splev\n", "from zcalib import read_curve, convert_res, compare_calib, make_calib, logrange, Sensor, CalibRun, nplog, npexp" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('lsdat', 'READ /afs/psi.ch/project/SampleEnvironment/SE_internal/Thermometer_calibs/2012/73027 Cernox 5/X75610.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p0_c1.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p1_c1.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p2_c1.dat')\n", "{'selected': 2, 'averaged': 58}\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p0_c2.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p1_c2.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p2_c2.dat')\n", "{'selected': 3, 'averaged': 57}\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p0_c4.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p1_c4.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p2_c4.dat')\n", "{'selected': 3, 'averaged': 57}\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p0_c5.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p1_c5.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p2_c5.dat')\n", "{'selected': 3, 'averaged': 57}\n" ] } ], "source": [ "run = CalibRun([\n", " Sensor(3, 'X75610'), # the reference sensor must be the first\n", " Sensor(1, 'X198039', 'CX-1050-CU-HT'),\n", " Sensor(2, 'X196722', 'CX-1050-CU-HT'),\n", " Sensor(4, 'X196720', 'CX-1050-SD-HT'),\n", " Sensor(5, 'X196721', 'CX-1050-CU-HT'),\n", " ],\n", " t_points = (1.58,1.59) + logrange(1.6, 310, n=195) + (330,), # the points to be used in the cal file\n", " caldate = '2024-12-17', # the first measuring day!\n", " logT = False,\n", " logR = True,\n", " calib_data_file = '/home/l_samenv/sea/calib_scripts/calib_data/calib%s_p%d_c%d.dat',\n", " outputpath='%s/%s.340')\n", "# smooth depends on number of measured points (1e-7 for 60, 0.8e-7 for 48 and 0.4e-7 for 24 points)\n", "run.make(diflim=0.001, smoothref=1e-7, smoothtst=0.4e-7)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2023-11-05/X133982.340')\n" ] }, { "ename": "IOError", "evalue": "[Errno 2] No such file or directory: '2023-11-05/X133982.340'", "output_type": "error", "traceback": [ "\u001b[0;31m\u001b[0m", "\u001b[0;31mIOError\u001b[0mTraceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mtestlist\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'X133982'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z340'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'X133928'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z340'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'X131824'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z340'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'X132254'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z340'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'X137461'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z340'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0msensno\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkind\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mtestlist\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 6\u001b[0;31m \u001b[0mr0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mt0\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mread_curve\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'2023-11-05/%s.340'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0msensno\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z340'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 7\u001b[0m \u001b[0mr1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mt1\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mread_curve\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'2023-11-05/%s.340'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0msensno\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkind\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8\u001b[0m \u001b[0mdiff\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcompare_calib\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mr1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mt1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mr0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mt0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/home/l_samenv/sea/calib_scripts/zcalib.pyc\u001b[0m in \u001b[0;36mread_curve\u001b[0;34m(filename, kind, instance, **filterargs)\u001b[0m\n\u001b[1;32m 118\u001b[0m \u001b[0;32mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkind\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"READ %s\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 119\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 120\u001b[0;31m \u001b[0;32mwith\u001b[0m \u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 121\u001b[0m \u001b[0mcurves\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mc\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mfilter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moutput\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 122\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mline\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mIOError\u001b[0m: [Errno 2] No such file or directory: '2023-11-05/X133982.340'" ] }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# compare known sensors (skip if not applicable)\n", "plt.figure(figsize=(10, 6))\n", "tmin,tmax,dmax=1.4,310,0.001\n", "testlist = (('X133982', 'z340'),('X133928', 'z340'),('X131824', 'z340'),('X132254', 'z340'),('X137461', 'z340'))\n", "for sensno, kind in testlist:\n", " r0, t0 = read_curve('2023-11-05/%s.340' % sensno, 'z340')\n", " r1, t1 = read_curve('2023-11-05/%s.340' % sensno, kind)\n", " diff = compare_calib(r1, t1, r0, t0)\n", " plt.plot(t0, diff, '-')\n", "plt.plot([tmin,tmax,tmax,tmin,tmin], [-dmax,-dmax,dmax,dmax,-dmax], '-')\n", "plt.legend([sensno + \".\" + kind[-3:] for sensno, kind in testlist] + [\"window\"])\n", "plt.xscale('log')\n", "plt.yscale('symlog',linthreshy=dmax)\n", "plt.grid(True, axis='y')\n", "plt.axis([1.0,350,-1,1])\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2024-12-17/X198039.340')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p0_c1.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p1_c1.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p2_c1.dat')\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2024-12-17/X196722.340')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p0_c2.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p1_c2.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p2_c2.dat')\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2024-12-17/X196720.340')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p0_c4.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p1_c4.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p2_c4.dat')\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2024-12-17/X196721.340')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p0_c5.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p1_c5.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p2_c5.dat')\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# compare calibration files from points 0,1,2\n", "# with the optimized (average or selection of best)\n", "\n", "for sensor in run.sensors:\n", " r0, t0 = read_curve(sensor.outputpath, sensor.outputkind)\n", " plt.figure()\n", " dif = [0,0,0]\n", " for j in range(3):\n", " rr, rt = read_curve(sensor.caldat_file[j], 'zdat')\n", " rc, tc = make_calib(run.rref, run.tref, rr, rt, run.t_points)\n", " dif[j] = compare_calib(r0, t0, rc, tc)\n", " plt.plot(t0, dif[j], '-')\n", " plt.xscale('log')\n", " plt.yscale('symlog', linthreshy=0.001)\n", " plt.grid(True, axis='y')\n", " plt.axis([min(t0),max(t0),-1,1])\n", " tmin,tmax,dmax=1.4,310,0.001\n", " plt.plot([tmin,tmax,tmax,tmin,tmin], [-dmax,-dmax,dmax,dmax,-dmax], '-')\n", " plt.legend(['dif1','dif2','dif3','est'])\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2024-12-17/X198039.340')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p0_c1.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p1_c1.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p2_c1.dat')\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2024-12-17/X196722.340')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p0_c2.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p1_c2.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p2_c2.dat')\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2024-12-17/X196720.340')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p0_c4.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p1_c4.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p2_c4.dat')\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYgAAAECCAYAAADkaECYAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi40LCBodHRwOi8vbWF0cGxvdGxpYi5vcmcv7US4rQAAIABJREFUeJzt3Xd8lEX+wPHPbEnvCQFSIPQO0ouIKEgRFAFPQMCGBet5v7N7ep6nYjvPsx0gIKgoRGygCAIeUkQh9BICoSZAekLqJlvm98dSAmxIgF1S+L5fr7xk55lnZjZ53O/OPDPzKK01QgghxNkM1d0AIYQQNZMECCGEEC5JgBBCCOGSBAghhBAuSYAQQgjhkgQIIYQQLkmAEEII4ZIECCGEEC6ZqrsBJyml/IGPgDJgpdZ6bjU3SQghrmge7UEopWYppTKUUjvOSh+ilEpSSiUrpZ45kTwKWKC1vg+42ZPtEkIIUTlPDzHNBoaUT1BKGYEPgaFAW2CcUqotEAOknMhm93C7hBBCVMKjAUJrvQrIOSu5B5Cstd6vtS4D5gEjgFScQcLj7RJCCFG56rgHEc3pngI4A0NP4D3gA6XUMGBRRScrpe4HngRCvLy8IuLi4jzYVCGEqHv27NmTpbWuV1m+GnOTWmtdBNxdhXzTgekA3bp10wkJCZ5umhBC1ClKqUNVyVcdQzlHgNhyr2NOpAkhhKhBqiNAbABaKKWaKKW8gLHAwmpohxBCiPPw9DTXL4F1QCulVKpSapLW2gY8AiwFEoF4rfVOT7ZDCCHEhfPoPQit9bgK0hcDiz1Rp9VqJTU1FYvF4oniq42Pjw8xMTGYzebqbooQ4gpRY25Su0tqaiqBgYHExcWhlKru5riF1prs7GxSU1Np0qRJdTdHCHGFqHPrDSwWC+Hh4XUmOAAopQgPD69zvSIhRM1W5wIEUKeCw0l18T0JIWq2OhkgapqXXnqJt99+mxdffJHly5cDsHr1atq1a8dVV11FSUkJQ4YMISQkhOHDh1dza4UQwqnO3YOoyV5++eVT/547dy7PPvssEyZMAODJJ5+kuLiYadOmVVfzhBDiDNKD8JBXX32Vli1b0rdvX5KSkgC46667WLBgATNmzCA+Pp4XXniB8ePHAzBgwAACAwOrs8lCCHGGOt2D+Meinew6mu/WMttGBfH3m9qdN8/GjRuZN28eW7ZswWaz0aVLF7p27Xrq+L333suaNWsYPnw4t956q1vbJ4QQ7lKnA0R1Wb16NSNHjsTPzw+Am2+Wx1sIIWqfOh0gKvumL4QQomJyD8ID+vXrx3fffUdJSQkFBQUsWlTh7uVCCFFj1ekeRHXp0qULY8aMoVOnTkRGRtK9e/dKz7nmmmvYvXs3hYWFxMTEMHPmTAYPHnwZWiuEEK4prXV1t+GiuXoeRGJiIm3atKmmFnlWXX5vQojLRym1UWvdrbJ8MsQkhBDCJQkQQgghXJIAIYQQwiUJEEIIIVyqUQFCKdVUKTVTKbWgutsihBBXOrcFCKXULKVUhlJqx1npQ5RSSUqpZKXUM+crQ2u9X2s9yV1tEkIIcfHc2YOYDQwpn6CUMgIfAkOBtsA4pVRbpVQHpdQPZ/1EurEtNUpl232vW7eO3r17065dOzp27Mj8+fOrucVCCOHGhXJa61VKqbizknsAyVrr/QBKqXnACK31FOCKe/BBRdt979mzh08//ZQWLVpw9OhRunbtyuDBgwkJCanG1gohrnSeXkkdDaSUe50K9Kwos1IqHHgV6KyUevZEIDk7z/3Ak0BISEgIK1euPON4cHAwBQUFbmj6pXnrrbf44osvqFevHtHR0XTu3Jnx48czZMgQjh8/zvz581myZAkLFy5k5syZABQUFBAYGEhERAQHDhygefPmZ5RpsVjOeb9CCOEpNWqrDa11NjC5kjzTgengXEndv3//M44nJiaefq7CT89A2nb3NrJBBxj6+nmzbNy4kW+//ZZt27ad2u67V69emM1mfH19mThxIgkJCS63+16/fj02m41OnTphMJw5Aujj40Pnzp3d+36EEKICng4QR4DYcq9jTqTVaRe73fexY8eYOHEic+bMOSc4CCHE5ebpALEBaKGUaoIzMIwFbvdwnadV8k2/JsnPz2fYsGG8+uqr9OrVq7qbI4QQbp3m+iWwDmillEpVSk3SWtuAR4ClQCIQr7Xe6a46a6oL3e67rKyMkSNHcscdd8gT5oQQNYY7ZzGNqyB9MbDYXfXUBhe63Xd8fDyrVq0iOzub2bNnAzB79myuuuqqy9BaIYRwTbb7rkXq8nsTQlw+st23EEKISyIBQgghhEsSIIQQQrgkAUIIIYRLEiCEEEK4JAFCCCGESzVqL6a66qWXXiIgIID8/Hz69evHwIEDWb16NZMnT8ZsNvP9998zcuRIHA4HVquVRx99lMmTz7sllRBCeJwEiMuoou2+y8rKWLduHd7e3hQWFtK+fXtuvvlmoqKiqrG1QogrnQQID3n11VeZM2cOkZGRxMbG0rVrV+666y6GDx9OXl4e8fHxLF26lJ9++om5c+eeOq+0tBSHw1GNLRdCCKc6HSDeWP8Gu3N2u7XM1mGtebrH0+fNs3HjRubNm8eWLVtObffdtWvXU8fvvfde1qxZc8Z23ykpKQwbNozk5GTeeust6T0IIaqd3KT2gPLbfQcFBVVpu+/Y2Fi2bdtGcnIyc+bMIT09/TK0VAghKlanexCVfdOviaKiomjfvj2rV6+WnV2FENVKehAecKHbfaemplJSUgJAbm4ua9asoVWrVpejqUIIUaE63YOoLhe63XdiYiJ//etfUUqhteaJJ56gQ4cOl6m1Qgjhmmz3XYvU5fcmhLh8ZLtvIYQQl6RGDTEppW4BhgFBwEyt9c/V3CQhhLhiufOZ1LOUUhlKqR1npQ9RSiUppZKVUs+crwyt9Xda6/uAycAYd7VNCCHEhXNnD2I28AHw6ckEpZQR+BC4AUgFNiilFgJGYMpZ59+jtc448e+/nThPCCFENXFbgNBar1JKxZ2V3ANI1lrvB1BKzQNGaK2nAMPPLkMppYDXgZ+01ptc1aOUuh94EggJCQlh5cqVZxwPDg6moKDg0t5MDWWxWM55v0II4SmevgcRDaSUe50K9DxP/keBgUCwUqq51nrq2Rm01tOB6eCcxdS/f/8zjicmJhIYGHiJza6ZfHx86Ny5c3U3QwhRSzi0g80Zm9mauZXD+Yc5XHCYw/mHq3x+jbpJrbV+D3ivuttxOc2ePZtBgwbJ3ktCCLfalb2LP//vz6QVpQEQ5hNGo8BG9GzYkxWsqFIZng4QR4DYcq9jTqSJE2bPnk379u0lQAgh3MahHby87mXsDjuvX/M618RcQ5BX0Knjr/FalcrxdIDYALRQSjXBGRjGArd7uM4a4fPPP+e9996jrKyMnj178tFHHzFp0iQSEhJQSnHPPfcQGxtLQkIC48ePx9fXl3Xr1uHr61vdTRdC1HKL9i1iZ/ZOXuv7GsOaDrvoctwWIJRSXwL9gQilVCrwd631TKXUI8BSnDOXZmmtd7qrzsqkvfYapYnu3e7bu01rGjz33HnzJCYmMn/+fNauXYvZbOahhx7ilVde4ciRI+zY4ZwFnJeXR0hICB988AFvv/023bpVuqhRCCEqVWov5T+b/kOHiA6XFBzAvbOYxlWQvhhY7K56aoMVK1awcePGU3swlZSUMGTIEPbv38+jjz7KsGHDGDRoUDW3UghRFy09uJTMkkxe7fsqBnVpS91q1E1qd6vsm76naK258847mTLlzKUer776KkuXLmXq1KnEx8cza9asammfEKLumr97Pk2Cm9CrYa9LLkv2YvKAAQMGsGDBAjIynOv+cnJyOHToEA6Hg9GjR/PKK6+waZNzmUdgYGCdXbchhLi8dmbvZFvWNsa0GoNzWdmlqdM9iOrStm1bXnnlFQYNGoTD4cBsNvPOO+8wcuTIU8+bPtm7uOuuu5g8ebLcpBZCXLL4pHh8Tb7c3Kzyp1hWhQQIDxkzZgxjxpy5ndTJXkN5o0ePZvTo0ZerWUKIOkprzcqUlVwXex2BXu5ZLCxDTEIIUQck5yWTY8lxy72HkyRACCFEHbA+bT0APRuebzejCyMBQggh6oDfj/1ObGAsUQHu25WhTgaI2vwY1YrUxfckhHAPm8NGQloCPRr0cGu5dS5A+Pj4kJ2dXac+ULXWZGdn4+PjU91NEULUQInZiRRaC916/wHq4CymmJgYUlNTyczMrO6muJWPjw8xMTHV3QwhRA20JXMLAN0auHfLnjoXIMxmM02aNKnuZgghxGWTWZKJl8GLcJ9wt5Zb54aYhBDiSpNdkk2Yb5hbVk+XJwFCCCFquWxLttt7DyABQgghar2ckhzCfMLcXq4ECCGEqOWyLdmE+0oPQgghRDlaa3IsV0APQinVRik1VSm1QCn1YHW3Rwgharr8snxsDlvNDhBKqVlKqQyl1I6z0ocopZKUUslKqWfOV4bWOlFrPRm4DbjaXW0TQoi6KseSA1Djh5hmA0PKJyiljMCHwFCgLTBOKdVWKdVBKfXDWT+RJ865GfiRK+wxpUIIcTGyS7IBPNKDUO7ckkIpFQf8oLVuf+J1b+AlrfXgE6+fBdBaT6mojHJl/ai1Pu8TtzuGh+tFN17aQ7mFEKI2y7Hksu94Mu3C2+Fn8nOZJ2j4cELH3HbqtVJqo9a60mXXnl5JHQ2klHudClS4F61Sqj8wCvCmgh6EUup+4EkgpLmvH3l5eW5rrBBC1Db59nwAigtLKKPsnOOm1FTy8vLYWj/ygsuuUVttaK1XAisryTMdmA7QrVs33WnRQs83TAghaqgPt3zItK3T2DTxe0yGcz/SD028A4BO/ftfcNmensV0BIgt9zrmRJoQQgg3yC7JJsQ7xGVwuFSeDhAbgBZKqSZKKS9gLCBf+YUQwk1yLDkemcEE7p3m+iWwDmillEpVSk3SWtuAR4ClQCIQr7Xe6a46hRDiSpddku2RGUzgxnsQWutxFaQvRqasCiGER+RYcmgX3s4jZdeoldRCCCEuTLbFudW3J0iAEEKIWspis1BkLfLIVt8gAUIIIWqXP6bBl7eD3Xpqm41Qn1CPVFWj1kEIIYQ4j98+gJ+fd/5742wKmvcDINg72CPVSYAQQojaIDXBGRzajoCiLPj1DYqi2gDgb/L3SJUSIIQQojbY8gWYfGHEh5C5B2ZcT+H2rwDw9/JMgJB7EEIIUdPZrbDzW2h9I3gHQkxXiO1J8bFNAASYAzxSrQQIIYSo6ZJXQEkOdDi9IysNOlBYcBQAf7MMMQkhxJVpezwO3zDuWhXA/u9+ISrYl/ld21KUNB/w81iAkB6EEELUZLZSSFrCgXoDWLXvOAHeJtYfzCE/qAVFBudHeEXPgbhUtTpAHMw/WN1NEEIIzzq8DqxFrHB0JiLAiycHtwJgv6ExhQaFrzJhNBg9UnWtDhAltpLqboIQQnjW3mVooxefpTWmT7MI4iKcw0n7840UeQcRgPJY1bU6QDi0A4d2VHczhBC1Uf4x+PGvkJlU3S05v+QVFDfsSUqh4urm4cSG+mFQcCi7iCLfIPztNo9VXasDBDj3IhFCiAtSkgefj4YNM+DjAZC0pLpb5NrxVMhMZKdvdwD6NIvAy2QgOtSXA9nFFHr54m8tBdu5jxp1h1ofIErtpdXdBCFEbbPgbsjaA7dMhfBmED8R8g5Xd6vOlbwCgB+K29I43I/YMOfN6Lhwfw5lF1Fs8iLA4XC+Fw+o9QFCehBCiAtybCvs+wUGvAhXjYOxXwAKVr5+ceU5HLBrIaz/GMqKq3xaYamNZ7/Zxp+m/sZdn6wnq9DFl93kZeigaL5NDaRPs9M7tsaF+3Mgq4hCpfB3OCBz98W1vRK1PkCU2OVGtRCeYLU7+Pz3Qyzefox8i7W6m+M+m+eC0Rs6T3C+Do6GHvfB1i8h4wI/aHMPwYzrnT2QxU/AB93gwOpKTysstXHXrPV8lZCK0aD4bV82z3y9Da316Ux2K+z/ldyofhSU2unZpFyAiPCnwGKjwF6Gv0M7h6I8oNYHiFJb9Q8xnfFHvUysditzd3zCw0vv5c0Nb7L+2PrL3obqciG/703pm/jf4f9VKe/xEiuf/X6In3emVcvf9GJ8v+UIn/1+iMJS996oLLM5eHjuJv723Q4emruJPlN+YfPhXLfWUS2sFtg2H1oPA79yD9np+39g9oeVr1W9rNIC+HIs5Ox3DlXd+QOYvOHre8FyvMLTHA7Ng59vZHNKHu+P68y8+3vz9JDWLE/MYN6GlNMZUzdAaT5bvLoB0L3J6fbGhTuHmgqsxfgbTJB/tOrtvgC1PkAUXUCXzt0cluPMWvAQw2d0YvSMfqxNqdqHtM3uuKQPoLScfdwytxevb3yHAylriU/8gkk/T+KJX58gqyTrosut6UpsJTy/5nn6x/fn54M/nzdvmb2MN9a/wZ1L7uSx/z3GtK3Tzvs7/27zEXq9toIXvtvB/Z9t5KG5mzheXHO/NWuHg4ULPiX463E0/nE8b7z2PGt3H3Fb+U8u2MrPu9J5cXhb4h/oTZi/F5PmJHAwq8htdXjajiPHmfrrPv71cxIHTrY7aTFY8k73Hk7yD4ee92PdtZBvNn5IniXv/IVrDd9Ods6A+tNs51BVk2tg9AwoyoAVL1d46ow1+1m9N4t/jmjP0A4NAbi7Txy9mobx1tIkSm12Z8a9y8Bg4sfClkSH+BId4nuqDOdUV02Jrci5D1O++/725dX6AJFeWFhpHod2kJKzh02rXyN74ydQkH7J9eqyEv4ypz//LlqNwk6WIYvJv0xi2qZPznvej9uO8eA/3uSXV4aR/XpH7Ctec27dW0Vl9jL+suRusu0WJmQ15fHDDflt/wH+ZG/MypSVjFk0hq2ZWy/17dU4eZbj3LRgHAuTF5FbYOSvv/6Vdze+W2H+D7Z8wOeJnxNnHoS5uBsfbPmA/yR87DLvjiPHeerrbbSLCmLRI315Zmhrliem8+DcjVjtNXAata2UA9PGcvOORwkKOMruhsfxD59PyndjsZRc+hemFYnpfL/lKH8Z2JL+7TXtYryZfXd3tNbcM3sDBRUMNyXnJjNz+0w2Z2y+uC9AGYmw9j+w8DHYvRgucvqm3aF5b8VeRny4ltd/2s37vyRz56z1zoC/ZS4ExUDT/uecZ+vxAE/Xj+TvO6by8IqHz7/Oav3HsPsHGPRPaHb96fTortDjAdgwE1x8Ydx1NJ+3liYxqG19xvWIPZVuMCgevq45OUVl/LQ9zZmYvBwd24NVKWV0izvzgUAxob4YDDYc2PH3DpYAURFrwjTnRVWc4/L45ozN3BZ/AzcuGs2d+79k4PZ/8fSnvTn03QP8unUvr/ywi0/XHaTMdgEfBFrzYfxofvGx0dPWifg7NjEjeATXFxXz4bZ3WHZomcvTPll7gHXz3+BjwxS6653sLfbDuPoN9NS+kJfi8pyzvbH6BXZYcxmeXp91Pk+xvvt7LPW5mRcPr+amY52xO4zcveRulhx037S9MntZldab2B26Sh8MDocmI9/Cd4lrmJf4Dd/u/bbSRY/3LHqRNMsB6pVMxpHyBIHWPszcMZOEtIRz8iblJPHpzk/pEjaI7duup6HtLhyFbZm5Yxp7s878H+l4iZWH5m4izM+LaRO70iEmmMnXNmPKqI78ti+bV37YVen70VqTUWAhKa2Abal5JGcUcCSvhOPFVvcPVVnyKZl1M03Tl/JexGgeiA7lfX+YHxzMW/VzmT37xip9sNodrttVUmbnxe930jzSi0yfTxnx/QhuWHADPx2ZwwfjO3Ewu4hnvtl+xvsqshbx2C+PMXLhSN7d9C53/HQHoxaOIiW/atc0AH9Mh//2gWUvwvYFMG8cvN8F9i6v2vlF2VCUTUpOMWOnr+OdZXsY3rEhG/82kK8f7MPRvBJe+fJndPIKuOp2cLHy+NUdU1nm581NhUVsz9rOU6uecv33y0iEZS9Ai0HQ66Fzj1//PARFYV/0GDvTt7L/+H4c2oHFaufP8zYT4ufF66M7otSZC9yubhZB43AfPv/9kPNLbNo28hpeS2ZBKd3jznzmtLfJSINQ5/n+PqEeG2KqUZv1KaWGAP8BjMAMrXWl0wqMqSsh6UfYvxImfAMnfulaaz7e/jHvb36f+jYbzxkiiO40kXXH9/DN4eX8kruGift/IT3nNmbYejNj9QH+O6EL7aIqfzLT6l//wXTbYVoWhfPmnTPx8/amxegpPPCfLWSUHuCpX59m5uBwutTvcuqczYdz2bj4E94zz8beYghBYz5j/a+HeGX5Er42TsF77q1wzxLwrfjRgZvTNxN/aDFj84po2HEa393Yx3lg2BwyZo3hhdSvyNpxNwnND/HUr0+RWZzJhDYTzrkQq2Jv7l6+T/6edcfWkZyXjFEZaRTYiNvb3M7I5iMxG80cyCoiPiGFDQdySM4s5HiJFYNShPiaCfEzE+rnRYifF94mA1a7g4yCUo4dLyTXsB5T6CqMPmmn6nv/j3f453Wvc3X01ee0Zdr6xewt/oUm5ptYeOeDLN52jKfn5RLYbh8vrXuJBTctwMfkA4DNYeMf6/5BgDmITZv60qVRCPEP9GbZ3nCeXDeBexa+zIo7/ouXyYDWmie+2srRvBLmP9CL8ADvU3Xe2jWG3cfymbHmAKH+Xjw+sOUZbSous7EiMYMlO9JYfzCHrIISGqt06nGcInw4pOtThC8+ZgNRwb5EhJQQGJyKj38mfr6l+Jg1/l5+NPBrQPuI9rQNb4ufuZL9dCzH0Z+Nxnx0E4963c2m8ATqeddj1uBZeBu9ufOL0Xzol4n/NxOZ+Kcvzzm9zObgqQVbWb03i+MlVh64timPD2yJ2Xj6e+KUnxI5kldI555fsnDfTu5oewdHC48ydetURrXI4IlBE3lzaRLRIb48NbgVJfYiHlz+IDuydvDwVQ9zc7ObWXf0D95OeJs/LRrHoIhnsRY1oszmwMukiA7xpWX9QLrFhRHm7+Ucqln2Avz2PrS6EYb/G/zCYc8SWP4P7HNHU9BuBEX9niAkrBl+Jj+UUhzNK2H77iTq7Y2n0bGlRBQnA2DVUTRgAu+OuYtbOkcDEB7gzXM3tiH7p9dQZu0MEGdJL0rnm73fML7ZSJ5Z/Qmt/UN4K2UlPx34iRub3ng6Y2kBS76dwO/hYcS07sstlmwifCPOLMw7EG58m+dWPMLiJc6hrCFxQwjNuY0ROTO5o/4hghKGQ5c7ILA+APvz9vPcmucwx1pJ2HInaX9spAGw3qsrUEaPJmcGCIAQPzsFQIBfBBRmONdCmLzOfw1dIFVTbsYppYzAHuAGIBXYAIzTWlf4Fc63ia9+5M89uKneUPrtnULB9VMI7PcQNoeN1/54ja/2fMWwwiJeDO6M39gvwOTNb8lZPBz/P3xDPqPA/wCtSst4xBbK2pxrWUM3Zjwy/IyxvrNlpP7BrT/fg6/NxKQuC7itW4tTx0oz9pE3tRe3R8Vg8fdj1uBZtAprRXGZjYf//Rn/Z3uOxAbNSOs0krjQFvRu2Js3fjzKkc1LmevzJoYOt8LIqS7rtTvsDJk3HF1ykL85rqf/fR+emaGsGMfc2zAcWs1sBvGfenZsAXvpFzWQKdf+gyCvoDOyl5TZ2XUsnx1HjrM5NZ1t6XvIs6WgvY5g8t+DRaVhVEa6N+hOh4gO2LWdhLQEtmVtI9I3msjSCfy+KxSjUnSMCuC6sCxaOfbhU5JKsu0o240m9ik/suxhOBwmDMqIySeTYmMipTqXOLuZSTlptLX5sFd5MT0MDprNvNL3dW5qPuxUO5My07h14Z8wKW9+Gfsdoev+DWvfBYeNb72jeTHKyC3Nb+HlPi+jlOL9ze8zfdt0uvs9xpotDVl9q4n6RbvBbuXJYztZUrqRFrbnmHrbSGavPchHK/fxwvC2TOrb5JzfucOhnR+om7ZzZ3sTA5oFYsXElqMlrNuxB7+yLOK8C+nvd4AWJdvwsp8en3coI0cCWjI/uClLjYWkqYOgNForjHYvvAFtsGIxOHtmBgy0DGvJwEYDGd5sONEB0Wc2piAdvrgNe9p2Hih7iP0dNmFXRXx+4+fEBjqHKg7nFPDovEEc9CvgX01vY2C/F88o4i8LVvHD3l/o07gZAboNP25Pp2NMMP8ecxXN6gXw3eYjPD5/Cz27JLCrZAGv9X2Nm5rdBMAH615j2p4vmRDcnnbpcSw5ZISoZuyNXES65QD3tPgbRksnft+fzcZDuZSQhl/sJyhTPubs8fjZumCx2skuOr2gq2ujEF70W0Cng7Og+30w9A0wGDmUf4glB5aw7uhv7MzcikXbT53jj5nYEl/6FRRyX+EhfJTmd0cbfqcTgf4+DGMt9S37UDe9B10mnjrPZrOR9kpbjns3oN2zq875W0/fNp33N7/P4lGLqbdrGeaf/sLY1l3JMxlZeMtCfE2+oDULvhjGP2wp+Bt9KLJbaB/enk9v/BSzwXxGeWuPrGXy8smMyS/E3qA9C4oP8sGRQq4ty4HIdpCxE0KbwOQ1bMrbw/3L7sdsMFNoLcSWNYQlpf+jUag3txveJimjkITnB2IwnPlFb9SMePaa/8m7jW5hwK/vwePbIaTROe/t0MQ7AGj82aen0pRSG7XW3c7JfJaaFCB6Ay9prQefeP0sgNZ6yln57geeBEL8G/tEjHmiFytS/8ps85v0MuziRdMD/B61l1xTIpPyjjNBNWNn++ewaBM/H7TyzV4rDf0Vj3XxIZ2tfJM1lxxKaV1axtCiIpoVB9EovCMF9bqRG9oJXe4P77Bk8EnKP9lt0sRk38djXc/tJvrs/IKY3AWMjm6KxWClk18nDuXa8VFbOerlzKtQaDQGDPQL6M+m3f2ZVLqAuw0/srHrOxQGNj3n9/NV+kpWWb7mjYwsgtv/B6tv5Lm/Q4eNpvtnE5u6CBuKfwVF8UWYER8HDCr2JdIeQL72Z6+CVIOVfLMFq7kIm+n0WhKDNhBiicQ/P4qwgljCDN40DlQEeYF22NhmTSEhZDtFXiV0sgRwe6mV1oWpZBgcLAnwZ5mfL/lGZ/fd2+HAqgw4TvyKApUfrbQ/d2bu55qiQvY3u5sj0UOx2myUbZ0WlkBWAAAc30lEQVRFfOBGNnv7MCJ4LNeH9MHm0DyTPJVS7z3cHfxnxmStIObIIjLq9SHF3ITI1J/5PqyMaaHBDA8cSIA5gvk58+nq053GOwJ50LyY+o7T95sKlWJETEN87UbGHm7GHt0YQ2gcAzo2A4MXxbZcDhTtwM+SRefiXGILj+BfdAiz7cz7XA5go483W729yTQaMRj98fVpiJ93NGavcOz2EnaV7mGNzqDIANFWGzcVFdOvxE4rSwEnv+Pla39yDZpDPg42efuzMiCSfeYiDBjoHdCbocFDCTYFE5ifRLudb2IsK+D+0kfY3zSZXPMWHqn/CC19zuzZfL4zl0zTSxzwtnObVyda1xtJmjWNbzP/RwanF1OFGEPobhjLz4lxlNkhJtDA4XwHMfUOkxs+la7+XbkzbDyRGauJOrqYoPwk3ggLZW5wIEMLi7imuITZwUHs9zIz+FgcSfkD2aab0jDARKtQA+2CSok0HyXe9i0H7cfoH9CPYaE3g8OLQwUOkjOL6XtsFjfrX5hrG8DM4FFERO4gx7iVdLtzymYjr0ZEmeLwLjISm7cNP8dRMr2srPfx5YjZSLA2c4PfdfQKH4q30TkYYrSV0G7n64TmbuGTFn9ipVcZ6dZ0rlcNeTrpWx4ve4huvW8gJvB0r8mhHbx89GXCTeH0VQ/y4WYLs0yvY/Tbz+SocPr4Xcu40GHsOvAmU82ZdFYRjI99jp0lO5mVNYvBQYMZHjr8VHlljjKmHJuCAZhZGEa9tBUMiY0itsyLP9d/gJLQNoTkbqPT1hc51vAGHgq2km3L5smGT/JVzldsL9rOd6kpLDdN4JW8QdzVzov+sWcGIIA3tu8kNWgqz/oO5vZdH7Op8+vkB7c5J1/ov94BIPev/3cq7brrrqt1AeJWYIjW+t4TrycCPbXWj1R0Tmicjx795rW8cP03pBw5TL1f7uFlv2y2e3vxbHYuDY634KP6L+Hn68eOI8fJLipjaPsGvPWnTgR4Oy+oElsJP+77gfidn5JYcBCAKKudfiXF9LMZ6dx0MP7NB3O44DBP7ZzGbiM0OtaHVye+SceYkHMbZbeS8k5/7CX7eanlaLaVrifIWkIbq4XrOt1D7w4TaOjfkL25e5mfNJ+v935NpG9D8vcOY4XtLfwad8F05/enhsoAtqcd5PafRtPdUsTUwE54TZh//l9m9j7Y/hWW1O2szUtnrimHDb5n3lhsaLPRyGoj2majoc1G8zIrzaxWYq22SscdLUoxKziIeUGB5JYbnvAz+nB9owEMihtER59Iwg+ug41zsKZvx6oUfievtab9YcgbENn6dKFakzzjNl63beEPPx/qm7qQZymi1JTE8OgHmeJTBsv/Dj0fhCFTQCnunraSgRkz+CPid/7n5+z1NVe+zEjNILwsl+L63fDr+6BzrNjoBRk7+WXHXP6ctowH8kp4JDcTgCyjgbfCQlkccOae+r0dXowPak2PqD7YAxqz8lgmG0u28FvxZo6WOad8BpoDKLWXUeY4c6sDX5MvNzS+gVui+tG1MB9D5m6wFoN3EDRoDzHdcfhFsjkll20Jq4ndPZPrrKtJMXnzRlhL1gXkY1ZGHjBEMn7f71hNEYwv/jPZTXZRYF7Do50f5f6O95/zt8kosDDkrW/pFfUmq31P34vwtXlxXWkI95gsHDJo/utl5YAu5aF2j7JtT1eyC8uIqVfCH6UvEeDlz/y4MQSuedc5hTO8OXS5A93kWmZl/Ma7W//rfO8Gb162hnF96iYMDitaGVB+4c4pnvayU9fK22EhxAcGEI6Bm72j6GMKpd6xHeQUp5PQ5Dri7WVkWp1DRPaSWHRhJ3zLulBqCaSozNl7CPIxMaJTFGO7N6RtdDi/H/udadumsTF9I81DmjO502RuaHwDBmUgKXM7//7xHtYqCw28Qgj1jSDxeDJ3lZqZffhFhndpxpRRHU79bn4/9jv3/XwfD7T5G+8vDKJl/UDu6OhL998fYbZfGl8HBRBp02SYFC1Lw9lz7K9YyoxEBvoQ3OhrjljXMGvILLrW7wpwqhc7c9BMOkZ05fUZc/m1aBVZ9f5gzpA5p4eel/2dhI3/5e6G9Xm2x7Pc3uZ2skqyGBo/kOH5+XxzZAodW8Tx6T09XA4T3/nlJ2wqe4d5fabQbu54uHUWtB99Tr660oO44ADRKNZLB7/SitEtRnNV5FXM2PYxaQWpTDHFEtNwHN9bOrI5pRCLzUGDIG/uvabpOTd7yksrSuP9dQv5dvcyvAOSsSnn/2CBdgcFRgO+Dk3QsRvp2Px23rntqgrLKc06gPXDvgToQgq0Lz4GO6Y/zUC1HXFO3s0Zm3lm1TOkFafTPqMxnxWupOy2eHzaDgagqNTKgLl3YFGJ/HjkMNFjv4LmA6r0Oy3veOlxMoozcGgHjcxB+FryoSjTOQasFCiD84eT/1an01E4UNgxYPbxd84X9/Kj1GgmIX0juaW5+Jn86BPV59S9gDNk74MDvzqfpxveDGK6nxEAT//iCimZdh3TdS4zggIx63r0rH8tH7XsgfriNufD2m/95NS5v+xO557ZCfx3gCYs9zMCjm2nqdXBr0XN2RwxnGcfesBlPf+38v9YdmgZV0d2Jcjh4NfsHVi1nQlhV3F9ZFcIimFdaRpf7VlAZkkmJoMJb6M3RVbnEFLPBj25pcUtXBd7Hf5mf7TWFFgLyCrOotBaiMlgonFQ4wt+iMuhvdsp+uVfNE77mRxjKW+Eh/Krny/ediOWopYEhRRQ4Ejlvg738WjnRyu8t/TRymQ+WLKFZ+I+IaB4FxHWYnqXWDD5hKCirgJloDBrD0/7lLLKz5dexmB61+vMt3k7yS47zucFiqYZe6F+e7juOee9gXJ1Jec6P8zjguMwGUzOfY32LoOsJChMd95H84+EgEjnugBrCVtS1/Jx1gbW6kLsZ7W7TVgbBscNpnXgNRzN8mVPegHFZXa8TAYahfnRMSaETjHBmIxnzqnRWrP88HLe3/w+B44fIMAcQD2/ehw4fgA/ky+PFdkZezQZjN68FhZCfIA3nX0e4o/tcax5+nrqBXqfuh5+P/YHZfv/RoCXDwse7ENEgDfYSsn54UV+SF3FLN9iQi3tMZkeomVkEIE+ZlJyilm2+xDmRu/i523gyxvjMZgKGL1oNEPjhvJ4pxd5cO4mNh3O5eURLfj44L20i2jHfwc6Ayy2Uu7/tBd7sLLk1qX4BEXD8SM8+uUAknz9aWn+mOeHtaFhsOsh73sXTOePovdZOPQLmnzUFwa9An0ePfe6qiMBokpDTOV1izLqibMfZMaxXwGI9I3kX/3/xVWRFX94V8XMNQf4549badski+vaF1JclEyoqTGz19Yn1LcR3zx4NcF+53b5ytNZeynZ+g32tF0E9J2Maty7wrzHS4/z0m8vsfzwcroW2bkn10hyv2/BoPlg2+tY/dbz5yIz99oN8PB6MNT6yWcVy94H06/DHhKLcdTHkJkI3z/iHK+9dxmUezi7w6EZ+dFa0vNL+eWJa/HzMvHvZXv4z4q9xD/Q2+WNPXDu3zVv9zxmbJ+BQRm4NuZa7ml/D3HBcWfks9qtrDu2joT0BCw2C02Dm9I3ui8xgTGe/A2A3Ube/gSScu0szctiZ9FScm0HiQ6sz4jmI7il+S3nPV1rzdNfbyM+IRUzNroGZPPaHQNpGht7+oNeaxyHfuOrDe/wTmESxQZFtNXGP7Oy6R7SCq75P2gzwu3XWo4lh+TcZDJLMgn1CaVJUBMaBjS8pDLtDjsrDq9gQ9oGUgtT6dGgB6NajCIYA+z8DpIWY+88kduT55BWmMHh7Y/y4DVteWpIa9KK0hjy9RCaed/Ipi1X8/3DV7seGahAZkEpr634iWV5f0eXRuLtbQWDhW7G11m5qwQUvDvmKm7s0PDUfY4FNy2gVVgrfjvyGw8sf4AncvO5M7IX3PQezJ/A/KJ9vBLiz8JbFtIk+Nx7Yyc98N37/HZ8OstGLafB+12cN72HnPtxWVcChAnnTeoBwBGcN6lv11rvrOicblFGnfDrUrYERxBgDqBpSFMMyj0X9MKtR3kifitldgexYb6k5JQQEeDFtw9dfWrDLHfSWjM/aT5vrX8Dq8NKUGkIuUYwmI9zW/A1/G3LXNTI6dBpjNvrrnH2LIX5E04NUxDbC2779NSMj/I2HMzhT1PX8fjAFozuEsPAd35lULsGvD+uc6XVnJy6665rpiax2h28/0syjcP8GN6pId6mih8oU1iSi/34YYJLiyCilXPRWB20LXMb4xePJ0YNJXXfANY+ez1zEqfy8baPKd7/FLdd1YnXRnaovCAXpm+ey+e75lFYbMKacy3e1nbc2KEhd/WJo2m9AADyy/IZtGAQfaP78mrfVxn1/SgMysDX9Qfj9fPzp8o6ctM7DNnxLk91f4qJbSdWVCWTF73N2pw5LBu1lgZzBkBkG+f/J2e5lABRY6a5aq1tSqlHgKU4p7nOOl9wOMXsc8k9Bldu7hRF18ahfL0xlS0pedzZO46bO0URGeRiCMUNlFKMbT2WGxoN5LN5w9ihcjA36MWoduO4YenLENbU5fhindRyMPxlF+xYAA6bc+FRBdP3useFcWOHBry7fC/vrdiLt8nIs0Nbu8x7troYGE4yGw383w0tK88IBPiGnnd6dV3RsV5HRrcYzTd7v6HEHMEL3wez0fEVRks7gk31eXJQq4su+/7O47m/8/jz5gnyCmJc63HM2D6D9cfWk1uay/QbpuMV1du5CnvXQgiIJLrrJJqkfM+aI2vOGyCUoRStFVarEYKiPLIWosYECACt9WJg8QWdZKp4Suqlig7x5bEBLSrP6EbhfhE8fvPn8MmNkL8GUvZA+na45b9grFF/Ls8KqAe9HqxS1tdGdqBDdAjHS6x0jwsl6jzTlMWV7ekeT5OUk0Qi8Swv/A6DqQByx/DlPT0I9XfvGgJXHrrqIWIDY1m4byGtQlvRO+rE0HPDTs6fE66Oupr4pHhKbCXOKbYuaGUBh7fzRn5QtHMtmJvV/k8cs2e+0VeriBZw5yKYcxOUFcLIadDxChhaukghfl482L9ZdTdD1AK+Jl/eu/497lxyJ2aCMebezN/HD6V9dOULZN3BbDAzqsUoRrUYdd58faL68Hni52zL3EbPhj1d5rFTgnZ4U2CxOXsQBcecq+jd+EWyDgSIOvptMbI1PL7NOT3TQw8kF+JKVM+vHj+O/PGidhi4XNpFtAMgMTvxPAHCciJAWCGwIWiHc2Zi0KXd9C+v9g/CenCIqdqZfSU4COEBNTk4AIT5hNHAvwG7cireC6zMUQJ2H2cPIvBEUCg45tZ21P4AUReHmIQQV7w2YW1IzE6s8HiZo/j0EFNgA2diQVqF+S9G7Q8QdbkHIYS4YrUJb8Oh/EOnFmiercRehHb4nBUgpAdRjnKu1BRCiDqmbVhbNJqknCSXxzNLMsAeRGGp1blyHeVcye5GtTtAnNwOQggh6pg24c6N9xJzzh1mKigroMhahBehzh6E0eTc2kR6EOX4RVSeRwghaqF6vvUI9wlnV/a5N6rTi5w9BV8V7gwQAAH15R7EGYKjK88jhBC1kFKKNuFtXPYg0oqdgcDfGHH6EbCBDSVACCHElaJNWBv25+3HYrOckX6yBxFsjjjdgwhsIAFCCCGuFG3D22LXdvbm7j0jPa04DYUi1KfcEFNgQ+dCuSo8k7yqJEAIIUQNVdGN6vSidOr51iPI24eC0pNDTPUBDUUZbqtfAoQQQtRQUf5RBHkFnXOjOq0ojfr+9Qn0MVNYvgcBbp3JJAFCCCFqqIpuVKcXp9PAvwGBPiYKLDa01h5ZTS0BQggharC2YW3Zm7sXq905lKS1dvYg/Jw9CJtDY7E6IMD9q6klQAghRA3WJrwNVoeVfcf3AVBoLaTYVkwD/wYE+Dg35C4otYJ/Pecz5Avct5paAoQQQtRgbcJO3Kg+sXFfWpFzCKm+X32CTgaIk6up/d27mloChBBC1GCNghrhb/Zna+ZW4HSAOHkPAjhrLYQECCGEuCIYlIG+0X35X8r/sDlspBc7h5BO3oMATs9kCmsKmXvcV7fbSnIDpVQbpdRUpdQCpVTVHkgshBB13OC4weRYctiYvpG9uXsxKiMRfhEEeJ/sQZxYCxF1FRw/DMU5bqnXLQFCKTVLKZWhlNpxVvoQpVSSUipZKfVMZeVorRO11pOB24Cr3dE2IYSo7fpG98XX5MucnXNYsGcBQ5oMwWwwE+7vBUBWYakzY8NOzv8e2+KWet3Vg5gNDCmfoJQyAh8CQ4G2wDilVNsTxzoopX446yfyxLGbgR+BxW5qmxBC1Gq+Jl/6x/Rn9ZHVGJSBx7s8DkBEgDdeJgOpuSXOjA06Ov97bKtb6lVaa/cUpFQc8IPWuv2J172Bl7TWg0+8fhZAaz2liuX9qLUedr48HcPD9aIbz5tFCCHqhNzSXJLzkon2jyYqIOpU+paUPPy8jbSMDHQmpCaAdwDUaw2AZfdufFq3pvFnn546Rym1UWvdrbI6TW5+D+VFAynlXqcCPc93glKqPzAK8KaCHoRS6n7gSSCkua8feXl5bmmsEELUbIqG5ob42nzP+Nwz4qDY4jiV5qe8MFryKTiZp0ED8lq24MDKlRdcY5UChFJqOdDAxaHntdbfX3CtFdBarwRWVpJnOjAdoFu3brrTooXuql4IIWqd+G+3s3j7MTa/OMiZsOpt+OWf8Mwf4BN8SWVXKUBorQdeRNlHgNhyr2NOpAkhhHCTmFA/coutFJbanLOaoq5yHji2DZpcc0lle3Ka6waghVKqiVLKCxgLyNd9IYRwo9gwXwBScoqdCQ1PBIgDqy65bHdNc/0SWAe0UkqlKqUmaa1twCPAUiARiNda73RHfUIIIZxiQ/2AcgHCPwJaDIaNn4DVcp4zK+eWm9Ra63EVpC9GpqsKIYTHxIY5A8Spqa4AvR+CT0fAjgXQecJFl12jVlILIYS4MKF+Zvy8jKTkFp9ObHIt1G8P6z6E0sKLLtuT01yFEEJ4mFKK2FA/UnJKyidC37/A15PgnTbQ5iZnwIhsA/XbVblsCRBCCFHLxYb5klq+BwHQ4VYIaQx/TIU9S2HL3AsuVwKEEELUcjGhfvy+PwetNUqp0wdiuzt/AAozIWMnpO+CfzxcpXLlHoQQQtRyTSL8KSy1cSSvpOJMAfWgaX/nDewqkgAhhBC1XJ9m4QCs2pPl1nIlQAghRC3XPDKA6BBfViZluLVcCRBCCFHLKaW4tlU91iZnUWZzuK1cCRBCCFEHXNuyHkVldhIOuedpciABQggh6oSrm0dgNip+3ZPptjIlQAghRB0Q4G2iZ5Nwfth6DJvdPcNMEiCEEKKOmNCrMUfySvh5V7pbypMAIYQQdcQNbevTKMyPmWsOuKU8CRBCCFFHGA2Ku/rEsfFQLpsP515yeRIghBCiDrmteyyhfmamLN6N1vqSypIAIYQQdUiAt4mnh7Rm/cEcvttyaU95lgAhhBB1zG3dYukUG8IrPyQya80BkjMKL2oBXY3azVUpdQswDAgCZmqtf67mJgkhRK1jMCjeurUjj325mZd/2OVMUxAd6ktcuH+Vy3FLgFBKzQKGAxla6/bl0ocA/wGMwAyt9evnK0dr/R3wnVIqFHgbkAAhhBAXoWX9QJY83o/9mYVsPpzHoewiDmQXczCrqMpluKsHMRv4APj0ZIJSygh8CNwApAIblFILtda7lFIdgClnlXGP1vrkTlN/O3GuEEKIS9C0XgBN6wWckaYeq9q5bgkQWutVSqm4s5J7AMla6/0ASql5wAhgl9Z6O84exxmU80kXrwM/aa03uapLKXU/8CQQEhISwsqVK93xFoQQQpzFk/cgooGUcq9TgZ6VnPMoMBAIVko111pPPTuD1no6MB2gW7duun///u5prRBCiDNUKUAopZYDDVwcel5r/b27GqO1fg94z13lCSGEuHhVChBa64EXUfYRILbc65gTaUIIIWoBT66D2AC0UEo1UUp5AWOBhR6sTwghhBu5JUAopb4E1gGtlFKpSqlJWmsb8AiwFEgE4rXWO91RnxBCCM9z1yymcRWkLwYWu6MOIYQQl5dstSGEEMIlCRBCCCFckgAhhBDCJQkQQgghXJIAIYQQwiUJEEIIIVySACGEEMIlCRBCCCFckgAhhBDCJQkQQgghXJIAIYQQwiUJEEIIIVySACGEEMIlCRBCCCFckgAhhBDCJQkQQgghXKpRAUIp1VQpNVMptaC62yKEEFc6dz1ydJZSKkMpteOs9CFKqSSlVLJS6pnKytFa79daT3JHm4QQQlwad/UgZgNDyicopYzAh8BQoC0wTinV9sSxDkqpH876iXRTW4QQQriBu55JvUopFXdWcg8gWWu9H0ApNQ8YAezSWm8HhrujbiGEEJ7hlgBRgWggpdzrVKDn+U5QSoUDrwKdlVLPaq2nuMhzP/AkEBISEsLKlSvd12IhhBCnVClAKKWWAw1cHHpea/29uxqjtc4GJleSZzowHaBbt266f//+7qpeCCFEOVUKEFrrgRdR9hEgttzrmBNpQgghagFPTnPdALRQSjVRSnkBY4GFHqxPCCGEG7lrmuuXwDqglVIqVSk1SWttAx4BlgKJQLzWeqc76hNCCOF57prFNK6C9MXAYnfUIYQQ4vKqUSuphRBC1BwSIIQQQrgkAUIIIYRLEiCEEEK4JAFCCCGESxIghBBCuCQBQgghhEsSIIQQQrgkAUIIIYRLEiCEEEK4JAFCCCGESxIghBBCuCQBQgghhEsSIIQQQrgkAUIIIYRLEiCEEEK45JYHBrmLUsof+AgoA1ZqredWc5OEEOKK5dEehFJqllIqQym146z0IUqpJKVUslLqmXKHRgELtNb3ATd7sm1CCCHOz9NDTLOBIeUTlFJG4ENgKNAWGKeUanvicAyQcuLfdg+3TQghxHl4NEBorVcBOWcl9wCStdb7tdZlwDxgxIljqTiDhMfbJoQQ4vyq4x5ENKd7CeAMCj1P/Psb4AOl1DBgkauTlVL3A08CIYBFKbXzItsRDBy/yHMvdx0XW86FnleV/Jea53zHIoCsSsquKS7H9ePOei7HNVTVvJXlu9jjten6ger9DGpcpbO11hf9AywHdrj4GVEuTxywo9zrW4EZ5V5PBD64lHZcZNun15Y6LracCz2vKvkvNU8lxxIu93VQ3X/by1XP5biGqpq3snwXe7w2XT/u/Nt6so5L6kForQdexGlHgNhyr2NOpF1uLnsoNbSOiy3nQs+rSv5LzXM5fu+Xw+V6H7XpGqpq3sryXerx2qLGfwapE1HGY5RSccAPWuv2J16bgD3AAJyBYQNwu9b6YoeKRB2hlErQWner7naI2kmuH/fz9DTXL4F1QCulVKpSapLW2gY8AiwFEoF4CQ7ihOnV3QBRq8n142Ye70EIIYSonWQqqRBCCJckQAghhHBJAoQQQgiXJECIGksp1VQpNVMptaC62yJqH6XULUqpj5VS85VSg6q7PbWRBAhxWV3IBo7auR3LpOppqaiJLvD6+U47N/6cDIypjvbWdhIgxOU2mwvbwFGI8mZz4dfP304cFxdIAoS4rPSFb+AoxCkXcv0opzeAn7TWmy53W+sCCRCiJnC1gWO0UipcKTUV6KyUerZ6miZqAZfXD/AoMBC4VSk1uToaVtvVqCfKCVGe1job5/ixEBdMa/0e8F51t6M2kx6EqAlqygaOonaS68dDJECImmAD0EIp1UQp5QWMBRZWc5tE7SHXj4dIgBCXlWzgKC6FXD+Xl2zWJ4QQwiXpQQghhHBJAoQQQgiXJEAIIYRwSQKEEEIIlyRACCGEcEkChBBCCJckQAghhHBJAoQQQgiXJEAIIYRw6f8ByaRZyvEYoxgAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2024-12-17/X196721.340')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p0_c5.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p1_c5.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-17_p2_c5.dat')\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "for sensor in run.sensors:\n", " r0, t0 = read_curve(sensor.outputpath, sensor.outputkind)\n", " plt.figure()\n", " dif = [0,0,0]\n", " for j in range(3):\n", " rr, rt = read_curve(sensor.caldat_file[j], 'zdat')\n", " rc, tc = make_calib(run.rref, run.tref, rr, rt, run.t_points)\n", " dif[j] = compare_calib(r0, t0, rc, tc)\n", " plt.plot(t0, dif[j], '-')\n", " plt.xscale('log')\n", " plt.yscale('symlog', linthreshy=0.001)\n", " plt.grid(True, axis='y')\n", " plt.axis([min(t0),max(t0),-1,1])\n", " tmin,tmax,dmax=1.4,310,0.001\n", " plt.plot([tmin,tmax,tmax,tmin,tmin], [-dmax,-dmax,dmax,dmax,-dmax], '-')\n", " plt.legend(['dif1','dif2','dif3','est'])\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2024-12-17/X198039.340')\n", "('z340', 'READ 2024-12-17/X196722.340')\n", "('z340', 'READ 2024-12-17/X196720.340')\n", "('z340', 'READ 2024-12-17/X196721.340')\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABPwAAAMpCAYAAACQaS3kAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAXEQAAFxEByibzPwAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi40LCBodHRwOi8vbWF0cGxvdGxpYi5vcmcv7US4rQAAIABJREFUeJzs3Xd8FVX+//HX3JLcFBIIhK6glAgoICqCFVRUhLWAiHVBBL6uuIIiNhTRRexiWVgLqCjKbxHdIqIgroiCKFKkiiC9CElIr7ec3x8395pLOqmE9/PxuI/cmTlzzufMjBA/nDnHMsYgIiIiIiIiIiIi9YOttgMQERERERERERGRqqOEn4iIiIiIiIiISD2ihJ+IiIiIiIiIiEg9ooSfiIiIiIiIiIhIPaKEn4iIiIiIiIiISD2ihJ+IiIiIiIiIiEg9ooSfiIiIiIiIiIhIPaKEn4iIiIiIiIiISD2ihJ+IiIiIiIiIiEg9ooSfiIiIiIiIiIhIPaKEn4iIiIiIiIiISD2ihJ+IiIiIiIiIiEg9ooSfiIiIiIiIiIhIPaKEn4iIiIiIiIiISD2ihJ+IiIiIiIiIiEg9ooSfiIiISA2xLKuxZVm3W5Y1x7KszZZlZVmWlWdZ1j7Lsv5tWdZ15aijgWVZky3L2mBZVqZlWWmWZa2yLGu8ZVlhpZzXyrKsuyzL+siyrO2WZeUUfHZaljXXsqxLjrFPr1uWZQo+u46ljkJ1RVqW1d+yrEcty/rEsqzdheqeXI7zq6WPVRWjZVltC5Utz+edysYrIiIiJyZHbQcgIiIicgL5ndDfv3IBN9Cq4HONZVmfA9cbY7KPPtmyrDbAUqBtwa5sIBw4u+Bzi2VZlxpjUo467yRgN2AV2p1dsN224HOjZVlvA6ONMd7ydMayrL7A6PKULaeewMJjObG6+liVMQJe4FAZZVxAbMH3VcfYjoiIiJzgNMJPREREpOY4gB+Bu4B2xpgIY0w0cAowq6BMf+CNo0+0LMsBfIo/cXUQ6GeMiQIigRuBDOBMYE4x7drxJ76+AoYBrQrOjQa6AP8pKDcCmFyejliWFQm8BXiAn8pzTjmlFMT5PHAT/iRpeVR5H6s6RmPMXmNM89I+wPsFxXOADysZp4iIiJygLGNMbccgIiIickKwLKuvMebrUo6/DvxfwebJxpi9hY7dAcws2DzPGPP9UefexB8JosuMMV8VOhaLP8G4poR2Lfyj1q4EMoF4Y0xuGX2ZBowDngJa40+y7TbGtC3tvDLqtB898q7gNeE2wBPGmMmlnFvlfazqGMtRtws4ADQC5hhjbjvWukREROTEphF+IiIiIjWktGRfgVmFvp991LFhBT+/PjrZV+D/ATsLvv/5qHbTSkqEFRw3wNsFm9FAp9KCtCyrF3AP8CswpbSyFVGJ12yrvI+l1HPMMZbDIPzJPvgjuSsiIiJSYUr4iYiIiNQdhUec2QNfCl6fPb9g8/PiTixIaH1RsHl5VbV9NMuywvEnziz8c+FVeJRcLSpXH2vRHQU/txljvqnVSEREROS4poSfiIiISN3Rp9D3DYW+d+KP39s2lnJ+4Fhzy7LijrHtfPwj90oyqSCeWcdhUqpPwc+y+ljjLMs6FehbsDmrtLIiIiIiZVHCT0RERKQOsCyrIfBwwea3xpithQ63LPR9fynVFD7WssRSRds+BbizYPOfxpj0EsqdCTyAf6XZCeWtvy4obx9r0Qj8oyY9wOxajkVERESOc0r4iYiIiNQyy7Js+FdnbYH/tdO7jyrSoND37FKqKnysQYmlQtuOAD7Cv9pvEvBQCeUc+F/ldQD3GGNSy1N/XVDePtYWy7LswPCCzc+MMeVdmVhERESkWEr4iYiIiNS+V4CBBd/HGGPW10SjBUm8D4GzADdwizHmQAnFHwK6AwuMMfNqIr6qUME+1pYrgVYF37VYh4iIiFSao7YDEBERETmRWZb1An+M6LvXGPN2McUyCn2PLKW6wscySixFcFTZB8C1+F8jvdkYs7iEsp2Bx4BM4K7S6i3h/FXAScUcWmGMGVTR+irQbkX6WCsxFhhZ8HM/JSzKIiIiIlIRSviJiIiI1BLLsp4Dxhds3m+MebmEooVHpLUCShoB2KrQ9xJHsRUkwuYANwBe4FZjzPxSQp0OhAGPAymWZUUfdTzwO6VV6FieMcZd8D0eaFZMvRVdWKTcjqGPNR4jgGVZzfhjdOe7xhhvdbYnIiIiJwYl/ERERERqgWVZzwP3F2w+YIx5sZTiWwAf/ulYTqfkUWCnF/z83RhzpIR2A6PehvJHIuyfZYR7SsHPpws+JTmZP0YW3gu8DGCMaVtG/VXqWPpY0zEW8mf8v5Mb/HMkioiIiFSa5vATERERqWEFr/EWTvY9X1p5Y0w2sLxg88oS6rSAKwo2S3pt1Y5/PrvCibD/V7Ho67bjsI93FPz82hizo1YjERERkXpDCT8RERGRGlSQ7Cv8Gm+pyb5CZhf87GtZ1rnFHB8CnFrw/b1i2g2MersB/3x2t5Q3EWaMaWuMsUr6FIptd6H9Jb2eXG0q08faYFnWBUBCwaYW6xAREZEqo1d6RURERGrIUXP23WeMmVaB02cDY4EzgI8tyxpmjPnKsiwbMBh4q6Dc58aYr45qNzCf3VD+WLzio0p0pdpYltUIsBfaFfgH6kjLspoU2p9rjMksdF6N9fFYYyxGYLGOI8AnVRiiiIiInOAsY0xtxyAiIiJS71mWdTKwu2DTBySWccoLxpgXjqqjLfA10LZgVzb+ZJOrYHstcKkxJuWo8y4CvinYdONPMJVmbDnm9Stc/7vAMPwj/NqWXrrMunYBbcpRdLYxZnih86q1j1UR41F1xAAH8a+s/KoxZuyxxCIiIiJSHI3wExEREakZtqO+F7cibGFHr4SLMWaXZVld8c//Nwj/YhpuYBMwF3jNGJNfRtvOcrQdUcbxuuh46+ON+JN9oNd5RUREpIpphJ+IiIiIiIiIiEg9okU7RERERERERERE6hEl/EREREREREREROoRJfxERERERERERETqESX8RERERERERERE6hEl/EREREREREREROoRJfxERERERERERETqESX8RERERERERERE6hEl/EREREREREREROoRJfxERERERERERETqESX8RERERERERERE6hFHbQdworIs63cgEthb27GIiIiIiIiIiEitOwnINsY0r2xFljGmCuKRirIsKz08PLxBu3btajsUAXw+HwA2mwa9HosT4fodb32sa/HWVjw12W51tlUddde1Z0TqHj0jlXMiXL/jrY91Ld7ajKem2q7udvT3o9QGPSOVcyJcv8r08bfffiMvLy/DGBNT2Tg0wq/27G3Xrl3nTZs21XYcAqSnpwMQE1Pp/6ZOSCfC9Tve+ljX4q2teGqy3epsqzrqrmvPiNQ9ekYq50S4fsdbH+tavLUZT021Xd3t6O9HqQ16RirnRLh+leljly5d2Lx5c5W8CVp/U6oiIiIiIiIiIiInICX8RERERERERERE6hEl/EREREREREREROoRJfxERERERERERETqESX8RERERERERERE6hEl/EREREREREREROoRJfxERERERERERETqEUdtByAiIiIiIlLfGWMwxgS3fT5fyM+aVFNtV3c71VF/bd4XOT7oGamcE+H6+Xw+LMuq7TCU8BMREREREakOXq+X5ORkMjIyyM/PL3IMwG6310pcNdF2dbdTHfXX5n2R44Oekco5Ea5foI9JSUk0aNCAxo0b10p/lfATERERERGpYl6vlz179pCbm1vscZut9mZXqqm2q7ud6qi/Nu+LHB/0jFTOiXD9An3Mz88nOTmZrKwsTj755BpP+inhJyIiIiIiUsWSk5PJzc3FbrfTrFkzoqKiQv5HVyP86mb9J8LoI6kcPSOVcyJcP6/Xi8/nIzc3l0OHDpGbm0tycjJNmzat0TiU8BMREREREaliGRkZADRr1ozY2NgixwPz+dXGaJeaaru626mO+mvzvsjxQc9I5ZwI188Yg81mC/7Zf+DAATIyMpTwq88sy2oINCzYdLrdbtLT02szJCmQlZVV2yEc106E63e89bGuxVtb8dRku9XZVnXUXdeeEal79IxUzolw/Y63PtZkvMYYcnJysNlsuFyu4IiWworbV1Nqqu3qbqc66q/N+yLHBz0jlXMiXL/CfXS5XMG/E9LS0spczKMqFzOpvynVumkcsLPg0yElJaWWwxERERERkapWeDXe+jyKRURESlf474DCfzfUBI3wq1kvA+8WfF/cpEmTDjExMbUYjhxN96NyToTrd7z1sa7FW1vx1GS71dlWddRd154RqXv0jFTOiXD9jrc+1kS8Pp8vOD+V3W4vNelXm/NY1VTb1d1OddRfn+cXk6qhZ6RyToTrZ7fbsSwLy7Kw2+3ExMSU+Y9AVfmPREr41SBjTCqQCmBZllv/2iciIiIiIiIiIlVNGScREREREREREZF6RAk/ERERERERqTFZWVm89NJL9O3bl2bNmhEWFkajRo3o3bs3kyZNYs+ePSHlJ0+ejGVZTJ48udR627Zti2VZ7Nq1K2T/1q1bmTZtGjfddBPt2rULvmJ3dLnySE5OpmnTpthsNlasWFFsGY/HQ7du3bAsi7fffju43+v1Mm/ePO6//34uuugioqKisCyL4cOHl9nuypUrueaaa2jSpAkul4uOHTsyceLEUhejOXDgAHfffTft27cnPDycyMhIunbtyuOPPx5cRbo4n376KRdffDExMTHExMTQp08fPvvss2LL7t69m/Hjx3PRRRfRunVrXC4X0dHRnHnmmTz11FOlxncsfSpLcnIyTz75JL179yY+Ph6n00mTJk24+OKLee6550hMTAwpe6z3sixbtmzhpZde4sYbb+TUU08NPnP79u0r89z//Oc/XHTRRcTExBAbG0vfvn35/PPPiy27ffv2YN3FfVq3bl1iO0eOHOGvf/0rbdq0weVy0bZtW+69917S0tLK3c/ibNy4kbvvvpsuXboQGxtLeHg4rVu35pprruH999/H7XYHy3o8nnJdm0cffRTLshg5cmS54wjU7XCU/mLrzJkzQ+oObFfkM2XKlHLHVZP0Sq+IiIiIiIjUiBUrVjB48GB+//13IiMj6dWrF82aNSMtLY1Vq1axcuVKnnvuORYsWMBll11WJW3+4x//4JVXXqmSuho3bsy0adO49dZbGTVqFGvXriUsLCykzPPPP8/69evp27cvI0aMCO7PyMhg6NChFW7zgw8+YNiwYXi9Xnr06EGbNm1YvXo1U6dOZcGCBXz77bdF5qbctm0b559/PomJibRt25aBAweSm5vLihUrePLJJ5k/fz4rVqwgNjY25LyXX36Ze++9F4fDwWWXXUZ4eDiLFy9m4MCBvPbaa9x9990h5Tds2MBLL71E8+bNOe2007jwwgtJSUlh5cqVPProo8ydO5dvv/2WRo0aVbpPZfn3v//NsGHDSE9Pp2HDhpx77rnExcWRnJzMypUrWbZsGU899RQrVqygS5culbqXZZk+fTrTp0+vUPwAL7zwAhMmTMDpdHLZZZfhdDpZvHgxV111FTNmzOAvf/lLsee1aNGCyy+/vMj+uLi4YssfPnyYXr16sXPnTtq1a8e1117Lhg0bePnll/niiy/4/vvvadiwYYViN8YwceJEnn32WXw+H23atKFv375ERESwZ88eFi5cyH//+1+mTJnC5s2bK1R3TerYsSPDhg0L2WeM4b333gNgyJAhREZGhhzv1q1bjcVXIcYYfWrhA2zq3LmzkbohLS3NpKWl1XYYx60T4fodb32sa/HWVjw12W51tlUddde1Z0TqHj0jlXMiXL/jrY81Ga/X6zWbN282mzdvNl6vt9gyHo/HeDyeKmkvM9dtVv6WZD5evdfM/WG3+Xj1XvPDjmSTmeuu9rZLc3Q7a9euNS6XywDmwQcfNJmZmSHlvV6v+fjjj027du3MO++8E9z/+OOPG8A8/vjjpdbfpk0bA5idO3eGlJs5c6Z58MEHzfz5882uXbtMQkJCseWKq7MkV1xxhQHME088EbJ/27ZtxuVyGZfLZX799deQY5mZmea2224zr7zyilmxYoV55513DGCGDRtWYjt79+4NXrNZs2YF9+fl5ZmbbrrJAGb06NFFzrvuuusMYO66666Q/qSmpppevXoZwEyaNCnknF9++cXY7XYTHh5uVqxYEdy/detW07hxY+NwOMy2bdtCzjlw4IDZuHFjkfbT0tLMpZdeagAzfvz4KulTaRYuXGhsNptxOBzmxRdfNPn5+SHH8/LyzKxZs0yzZs3M119/HXKsoveyPM/IG2+8YR566CEzf/58s3v3btOuXTsDmL1795Z4zqZNm4zNZjMul8v88MMPwf1btmwxjRo1Mk6n0+zYsaNIjIC59NJLS43naEOHDjWAGTJkSEhf/vKXvxjA3HHHHRWqzxhj7r//fgOYFi1amM8//7zI8eTkZPPggw8al8sVbNPtdhugzGszceLECscVqNtut5da7q233iqz7vLGGVD4GSnP3weFde7c2QCbTFXknaqiEn2U8DveHW+/sNY1J8L1O976WNfiVcKv7tVd154RqXv0jFTOiXD9jrc+1seEX77Ha77c9LuZ9uVW88gn682d7/9kRs1eZe58/yfzyCfrzbQvt5ovN/1u3J7QGGoj4efz+czpp59uADN58uRSz0tNTTUbNmwIblc24Xe0qkj47dy500RFRZnw8HDzyy+/BPf37dvXAGbq1Kll1jF37twyE35/+9vfDGD69etX5FhycrJp0KCBcTgcJikpKeRY48aNDWAOHjxY5LxPPvnEAKZ///4h+wPJnrFjxxY556WXXjKAufvuu8vsV8C3335rAHPmmWdWSZ9KkpmZaeLj4w1g3n333VLL7tu3r8h9r+i9PJb/fsqT8Bs1alSxCVJjjHnuuecMYMaNGxey/1gSfnv37jWWZZnw8HCTmJgYciwnJ8fExcVV6PobY8zy5cuNZVkmKirKbN26tdSy33zzjRJ+pajKhJ/m8BMRERERETnOuL0+/r12P8u2JfLTriP8np5LbISTZjEuYiOc/J6Wy0+7jrBsWyL/Wrsft9dXq/F+8cUXbNy4kdatWzNx4sRSy8bGxnL66afXUGTHpm3btjz55JPk5eUxevRojDHMmjWLr7/+mq5duzJhwoQqaWf16tUA9OnTp8ixuLg4unbtisfjKTLHXnh4eJl1N27cOGQ7UMf1119fpGxg36efflquuAGcTidAkddkj7VPJXnvvfdITEzk3HPPLfIq5tFatWpF27ZtQ/bV1L0sS1Vf/5J8/vnnGGPo06cPTZo0CTnmcrkYOHAgHo+nxHkDi/Piiy9ijGHcuHF07Nix1LLnn3/+McUtFaeEn1Ratjubn37/iU9/+5SPf/2YT3/7lNWHVpPtzq7t0ERERERE6qVvtiayYX8avx3Ool18NKe3jKVZjIu4qDCaxbg4vVUs7eKj+e1wFhv2p/HN1sSyK61GgWTGkCFDypxEvy7YtWtXcEL+kowdO5azzjqLZcuWMWXKFCZMmIDNZuOtt96qsj4GFrA4eg68gEDS7ueffw7ZH5jP7W9/+xterze4Py0tjeeeew4gZE661NTU4GIpZ555ZpF2TjrpJJo0acLu3btJT08vM+7s7GyeeuopAAYMGFAlfSpJ4Nm6+eaby1W+ODVxL0uTlJTEgQMHsCyL7t27Fzl+yimn0LBhQ3bs2FHsoiYHDx5k0qRJjB49mgceeICPP/6Y/Pz8YtsKXNcePXoUezywf/369eWK3ePxsHjxYqBy90CqXt3/k1bqLLfPzfL9y9mSvIWknCRS8lLw+rzYbXYahTfix4M/0qlxJy5odQEOmx41EREREZGqkJXnYeOBNHYkZtK+aTQNI8OKLdcwMoz2TeG3xEziosLo3a4xUeG183v5unXrgJKTDMcju93OzJkzOeecc5g0aRLgTxz17NmzytqIj48H/KvhFmfnzp3FHn/66adZvXo1M2bMYOHChZx11lnk5uayfPlyXC4Xc+bMoW/fvsHygWRfo0aNiIqKKrat1q1bk5SUxO7duznjjDNCjqWkpHDvvfcCkJiYyA8//EBycjLXXnst999/f5X0qSRV8WzVxL0sTeD6B1YsLk7r1q2DidlOnTqFHNu8eXORhTDatm3LRx99xNlnn11sWyWt4BvYX97rv337djIzM4mIiCgSl9QujfCTY+L2uflsx2cs37+cNYfXcDDzIHmePLLcWSTnJLM+cT1L9y1l2d5lLNixALfPXXalIiIiIiJSpo3700jMyCPcYS8x2RfQMDKMcIedxIw8Nh0oe2RWdUlOTgb+SPYciyeeeCI46s6yLBwOBw6HI7hd3gRFeTidThISEkhISCi1XPfu3bnkkksAiImJYcqUKVUWA8BFF10EwNy5c4uM2Prpp5/YsGED4F8BuLDmzZuzdOlSLr/8cnbt2sXHH3/MZ599RmpqKueddx5nnXVWSPnMzEyAIquPFhZIBB7dFvhH7c2ePZvZs2ezcOFCkpOTueGGG3jzzTeJiIiokj6VpCqeLaj+e1maY73+LpeLMWPG8M0333Do0CHS0tJYsWIFV155Jbt27eKKK65g7969FWqrtPtcnMD1b9y4cakjYmuL1+sN+XPj6M+oUaNqO8Rqo2FXckyW71/OpqRN7EjbgcvuItuTTWZ+Jmn5abi9/uSezbKxNHspBzIP0MDZgEvbXFrLUYuIiIiIHP/2p+ZwJCuf+AZlz9MGEN8gnCNZ+exLyabnKXHVHF316datW8jrjsa/GGIwyTB//vxiX3c8Fq1ateKXX34ps9x3333Hl19+CUB6ejqLFy9m0KBBVRIDwC233MKUKVPYs2cPV199NS+88AJt2rTh+++/Z9SoUTgcDjweDzZb6Fie9evXM2DAAOx2O//5z3+46KKLyMrKYv78+Tz88MMsXbqUFStWlJnQLK/WrVsHFwrYt28fX375JRMnTuSMM85g4cKFIaPvjrVP1a2672V1aN26NX//+99D9vXu3ZvPP/+coUOHMm/ePJ555hmmT59eSxHWPsuy+POf/1zi8W3btrFixYoajKjmKOEnFZbtzmZL8hZ2pu3EZtlIykniUPYhPD4PFhZe48Vg/D+NYV3iOtLd6XRv2p3GEY3LbkBEREREREqU7/Hh9Rmc9vIlRJx2G16fId9Tewt3BOZlS0w89rkEr732WiZPnhzcDsxNZ7fbAVi6dGmVJfzKIz8/P7jIw1133cWMGTO455576NevHw0aNKiSNqKjo1mwYAEDBw5k0aJFLFq0KHisffv2jB8/nmeffTZkPjy3283111/PgQMHWLVqVTDZ1rBhQ8aOHYvX62X8+PFMmjSJf/7zn8F2wD/3XkkC17a0vlmWxUknncSIESM444wz6N27N7fffjvr1q0LJmaPpU+lady4Mfv37ycxMfGYE5gVuZfLli3j3XffLTKabdq0aeWO+WhVdf0Le+SRR5g3b17I9S1PW8W1c99993HkyJGQchdffDG333578L/t5ORkjDEVGuVX3rJHJ/cBPvnkE/773/+GlLPb7cyaNStkn81m49133y2x7pkzZyrhJxKwOXkzSTlJZLmz8BkfB7IOYMOGz/iwWTbC7eFYloUxhlxvLjmeHHan7+apH57i2YuexWlz1nYXRERERESOW2EOG3abVe6Vd91eH3abRZij9mZ06t69O8uXL2fNmjXceuuttRZHVZo6dSpbtmxh4MCBTJ8+ndTUVD788EMeeeQRXnvttSprp1u3bmzdupV58+axZs0avF4vPXr04MYbb+Tpp58GoEuXLsHyK1euZNu2bbRr167Yee2GDBnC+PHjWbZsWXDfySefDPjn4svKyip2Hr99+/YB0KZNm3LFfc4555CQkMD69evZuXMnp5566jH3qTTdu3dn//79rFmzhgsuuKBc5xytIvdy27ZtvPfee0XqmDJlyjEn/ALXPykpidzc3GLn8du3bx+WZQXLlqVDhw6Af0GP4toK3M/i2oHQ+zxv3jz2798fUs7hcHD77bfTvn17oqOjyczMZMuWLXTu3Llc8YE/QRceHk5eXl6pyc7AscLP5Zo1a5g9e3aR+o5O+J3INIefVNjBrIMk5SThNV4OZR/Chg23z43L4SLSGYnT7sRhc+C0O2kQ1oAoRxTZ7mw2J2/mf7v/V9vhi4iIiIgc11o1jCAuKozEjLxylU/MyCMuKozWjUqeH6y6BVZq/eijj/B4PLUWR1XZsmULTz/9NNHR0cyYMQP4Y4TXjBkz+PHHH6u0vcjISIYPH86rr77K9OnTueOOO4iKigqOTOrTp0+wbCBhExsbW2xdgf0pKSnBfQ0bNgwmgtauXVvknL1795KUlESbNm2IiYkpd9xNmjQBih/ZWZE+lSbwbM2dO7fccRVW0Xt5xx134PF4gq8wBz4lLYJRHk2aNKFly5b+N+QKFiEpbOfOnaSmpnLqqaeWuKjK0QL39+jy3bp1A/wJs+IE9nft2jW4b9++fUX6O3PmTMCf+AusCv3hhx+WK7bCWrVqBcCOHTtKLBM4VvgaT5kypUhM9eHPlqqkhJ9UWL43n5TcFHI9uXh8nmCyr6SVeMMd4dgtO+l56Xy3/zuy3SVn7kVEREREpHSnt4olvkE4eR4vqdn5pZZNzc4nz+MlvkE4XVqWP1FT1a688kq6dOnCvn37eOqpp0otm56ezqZNm2oosoozxjBq1Cjy8/OZMmUKJ510EgBNmzbl+eefx+fzMXr06GpPPqxfv55vvvmGLl26cP755wf3N2/eHICtW7cWu/DCqlWrAP8qroUFEmfz588vck5g35/+9Kdyx5eens7atWuxLItTTjmlXOeU1KfS/PnPfyY+Pp6VK1cWGfF1tAMHDrBr167gdl25l1D11//jjz8Giq5e3L9/fyzLYunSpSQlJYUcy83NZcGCBTgcDq688spytzV+/HgAXn75ZX799ddSyx79+mxgEZfPPvus2PKZmZl8/fXXAFx44YXljkmU8JNjEGYPI9+XT3p+OhYWNstWYrIPwGd8hNnDMBgOZB1gy5EtNRitiIhEX+anAAAgAElEQVSIiEj9EhXu4PSWsZwaH832w1klJv1Ss/PZfjiLU+OjOb1lLFHhtTejk2VZzJkzB5fLxeTJk3n44YeLzLdnjOG///0vZ599djApVVv279/PaaedxmmnnVbk2Ouvv87y5cs555xz+Otf/xpybMSIEVx00UX8/PPPTJs2rUpiWbduXZGE05YtWxg8eDDGmCKvnPbu3ZumTZuSlZXF3XffTV7eHyNBDxw4wL333gvA9ddfH3Le2LFjsdvtvP7666xcuTK4f9u2bTz11FM4HA7Gjh0bcs7MmTOLHZm1f/9+br75ZjIyMhgwYABNmzatVJ9KExUVxbvvvovNZmPkyJFMmzYNt9sdUsbj8fDee+9x1llnhST8avpelmbs2LHYbDamT58e8vxv3bqVp59+GqfTyT333BNyzptvvsnWrVuL1DV//nweeeQRAMaMGRNyrHXr1txwww3k5eUxZsyY4FyY4E/cHTlyhGHDhgVHZ5bHeeedx/jx48nKyqJv37588cUXRcqkpqby6KOPcsUVV4Tsv/vuu7HZbLz55pssXLgw5Fhubi6jR48mIyODXr16ce6555Y7JtEcfnIMWkS1IMIeQZ4nD8uyCLeXvjqYx+fBYXNgs2xk5GdwIPMAZzU7q9RzRERERESkZBcnxJNSkOj7LTGTcIed+AbhOO023F4fiRl55Hm8tGsazRmtYumTEF/LEfvnWluyZAmDBw/mmWee4dVXX6V37940a9aMtLQ0fvrpJw4dOoTL5QqOtKoKa9as4a677gpu7969G4DrrruO8HD//8uMHDmSkSNHBsu43e5iEykHDhzgoYcewuFw8NZbbxVZSdayLN544w26devG5MmTGTJkSMhIurvuuiv4ymRycjLgH9nUq1evYJnCyTaAcePGsXnzZrp160Z8fDx79+7l+++/D7bVt2/fkPIul4s33niDIUOG8N577/HVV19x9tlnk5OTw/fff09GRgY9evTgoYceCjkvISGB559/nvvuu48LL7yQfv36ERYWxuLFi8nJyeHVV1+lffv2IefMmTOHUaNG0blzZ0477TScTid79+5l9erV5OXl0aVLF958880i17GifSrLVVddxfz58xk2bBj33XcfTz75JL169SIuLo7k5GR++OEHUlNTadiwYTD5WNl7WZpVq1aFJBADr1lfffXVhIWFAXDnnXcyfPjwYJkuXbrwzDPP8MADD3D++efTr18/HA4HX375JTk5OcyYMaPISMn33nuPO++8k65du9KxY0e8Xi+bNm0KPrsPP/xwsaMCX331VX788cfgHIpnnXUWGzduZNOmTcHnoKKef/55nE4nzz33HP3796dt27Z0794dl8vFvn37+OGHH3C73XTq1CnkvLPOOouXXnqJe++9lwEDBtCjRw8SEhLIzs5mxYoVJCYmcvLJJzNnzpwKx3SiU8JPKqxz487EumLx4QNT+so6Hp8Hr/H/i4ExhpTcFFb9voqW0S3pFNeJSGftzSMiIiIiInK8ctptXHtmKxpFhgXn8zuSlY/XZ7DbLJrHuohvEM7pLf3JPkc5V/Stbueffz7bt2/njTfe4NNPP2X9+vWkpKQQHR1NQkICd955JyNHjqzUfGhHS09P54cffiiyv/BcaeV9fXHMmDGkp6fzwAMPBOdCO9ppp53Gww8/zBNPPMFf/vIXPv/88+CxzZs3F4klKSmpyKuVhd16663MmTOHn3/+mdTUVOLj4xk6dCgTJkyge/fuxZ5z7bXX8uOPP/LCCy+wbNkyFi5cSFhYGB06dOCGG25g3LhxREREFDnv3nvvpX379jz//PN8++23AJx99tk88MADDBw4sEj5CRMm0K5dO1auXMnXX39NRkYGsbGx9OrVi8GDBzN69OhgUrWyfSrLddddx4UXXsj06dP5/PPP+fHHH0lPTyc2NpauXbvypz/9iREjRhAXFwdU/l6WJi0trdhnrvD8iCVdzw4dOvDiiy+ybNkyLMuiZ8+ePPDAA1x11VVFyv/f//0fzZs35+eff+aLL74gNzeX+Ph4Bg8ezF133cUll1xSbHxNmzZl1apVPP744/znP//hX//6F82bN2fcuHFMnjy5xPkfS2NZFk8//TS33HIL//jHP/jf//7HV199RV5eHvHx8fTv35+hQ4cyePDgIueOHTuWnj178sorr7B8+XI2bNhAeHg47dq1484772TcuHHB+yblZwWWN5aaZVnWps6dO3euy3NTlGbm+pnM/WUuKXkpRDuicTmLriLk9rrJcmdhWRY+nw+bzYbT5qR1g9Z0adyFJhFN6NS4Exe0uqDUV4JrQnp6OkCFJqCVP5wI1+9462Ndi7e24qnJdquzreqou649I1L36BmpnBPh+h1vfazJeH0+X3CETUJCQpGRQ0DwNTq73V7p9rLyPGw6kM6+lGzyPT7CHDZaN4qkS8uYYl/jrcq2S1Pd7VRH/TV1beT4pWekck6E61e4j+X5+6CwLl26sHnz5s3GmPItU10KjfCTY3JDwg0s27eM9Px0sjxZ+PAFX9v1GR9un5t8r/8VA6+v4GHHTpwrjiYRTTiUfYg9GXtIyU0hNS+VAacOwGlz1maXRERERESOS1HhDnqeEkfPUzQCRkRE/OrGuG457sSEx3Bjwo00jfTPf2AweI2XfG++/xVeAzbLhjEGh+Ug2hlNuCOcxhGN6dCwA50bd+bU2FPZkb6DzUmbWb5/eS33SERERERERESkflDCT45Zv1P6cWHrCzkpqhUeTx548ojw+Yj0+cDnCS7W4XK48OGjRWQL4iPicdr9I/liw2NpF9uOnek72ZK8hWx3di33SERERERERETk+KeEnxwzp4F7ojrRizBOxUmYJw+PO4O8vHS8nmzsPjeOggU7WkW1omlUU06OOTmkjtjwWMLt4STlJLHlyJba6IaIiIiIiIiISL2iOfzk2HjdsH4ekftXM/7QQf5ncvjOAQcs2Gc35AMRPkMTXz7RVgTx0S05ueGp2Cx/jtntdZOYk0hGfgYZ+Rkk5SQRGx6rlXtFRERERERERCpJCb8aZFlWQ6BhwabT7XYHVws73jh++xLHzu+x71uJzbLTz+3lPMviF6eN/zq9bLEbGvp8NPfk0zgf7Ie243a1xGdZ7MvcR3JuMtmebHK9ueT78sn35rPqwCp8bh8dG3akV7NeNbpyb1ZWVo21VR+dCNfveOtjXYu3tuKpyXars63qqLuuPSNS9+gZqZwT4fodb32syXh9Ph9erxebzYbX68UYU6RMYBXH2lBTbVd3O9VRf23eFzk+6BmpnBPh+hXuo8/nwxiDz+cjPT29zFV6fT5flcWhhF/NGgc8HthISUmpxVAqIT8L2+GN2A+sBssO7kyMzUmUN5+zst0cCDdkhjuI8Rmaeg140jGpu/BGN2O700FSbhJp+Wk4LAcRjgh/nQayPFn8nPwzqXmppOWnccVJV9Ro0k9EREREREREpD5QNqVmvQy8W/B9cZMmTTrExMTUYjjHaNcGyE0EXz743GCzgycH3Dlg2WhlwonDxiEHNPMZMGDlZ3EwcR0pjduS4cmgcURjXA4XAInZiTSKaESHRh2IckbxW9pvhGWFsT5jPX1O6lOjXTsu70cdciJcv+Otj3Ut3tqKpybbrc62qqPuuvaMSN2jZ6RyToTrd7z1sSbi9fl82O12AOx2e6kjOgLlakNNtV3d7VRH/bV5X+T4oGekck6E62e327EsC8uysNvtxMTElDnCr6zjFaFFO2qQMSbVGLPLGLMLcFfljaxRaXvhyA6wbFCwOi/uHHBGQng0nY2TJsZGns1GmjMM7GG48ZHoySY1fR+NwhsFk325nlw8xkOkM5L4iHit3CsiIiIiIiIiUknHacZJapUnD/IzwZsHxvyR7LP7B4xGAp28cIoXfrNBms1OosNJNj4c3nxcNifgT/al5KXQKLwR8RHxOO3+/Vq5V0RERERERETk2OmVXqk4R7j/pzsHjNc/0s8e+iid74ZUC3DADodFqmUnw7IINz6yspPIttnwGI8/2RcZz8kxJ2vlXhERERERERGRKqCEn1Rc7EkQHguenYAFBa/nFuYEBuRDQwONyOdHp51kp80/519OMlGRTYiMaEp8VHNaNWjFnvQ9JOYkku32r9yb68nF7XOz9vBaZm+aTafGnbig1QVaxENEREREREREpAzKnkjFtegGDU+Cgz/7X+t1RhRbzGkMfTKz6OnJwd0gghzLRTgWDY2bBg438bY8bM58tqVs53BOIql5qTgsR3A0n+WxyMzPZM3hNaTkppCal8qAUwfgLHglWEREREREREREilLCTyouPBraXwa7lkP6fnDngv2oJJwxkJcOnlwijY/zcvNJC3NxyOEgwR4BHg+kH2BX7hEO2yDVbqORKy64mEe2O5vY8NiQlXsBGoY3rPGVe0VEREREREREjidatEOOTac/+Uf6hUWBOxNy08CTD163/2duqj8RaHxgOehsj6aJscizO0gLi4LoZrgj4kjMTyE1L41G2LRyr4iIiIjICSArK4uXXnqJvn370qxZM8LCwmjUqBG9e/dm0qRJ7NmzJ6T85MmTsSyLyZMnl1pv27ZtsSyLXbt2Bfe53W4WL17M3Xffzemnn05kZCQRERF06tSJ+++/n8TExArFnpycTNOmTbHZbKxYsaLYMh6Ph27dumFZFm+//XZwv9frZd68edx///1cdNFFREVFYVkWw4cPL7PdlStXcs0119CkSRNcLhcdO3Zk4sSJZGVllXqe2+3m5ZdfpmfPnsTExBAdHU3Hjh0ZMWIE+/fvDyk7fPhwLMsq81P4/qSmpvLhhx9y0003ccoppxAWFkaDBg0499xzeeWVV3C73cXGVJX3pLCKPFt5eXl06tQJy7KYO3duiXUOGDAAy7KYNGlSuePYs2cP06dPZ9iwYZx22mnYbDYsy+K7774r89xvv/2WK6+8kri4OKKjozn33HOZM2dOsWU9Hk+Z98vj8RR7bk5ODo8++igdOnTA5XLRqlUrRo4cyYEDB8rdz+Ls3r2bBx54gDPPPJO4uDjCwsJo3rw5V1xxBf/4xz/IzMwMKd+6desyr83MmTOxLIvLLrusQrEE6t63b1+JZZYsWRJSd2C7Ip+RI0dWKK6aohF+cmzsTrjqBfh/N0HiL+Dz+FfutdkBy79tfP5y4TFEOlx08hlSbC5+s7y08+WRZRmy7eE4vNm4PPng85Lrc5dr5d6zmp1Vu/0XEREREakr8jL90+2k7QVPnn+RvYYnQ/Ou/rdz6pAVK1YwePBgfv/9dyIjI+nVqxfNmjUjLS2NVatWsXLlSp577jkWLFhQ4f+5L84333zDFVdcAfgTgv3798ftdvP999/z4osv8sEHH7B06VISEhLKVV/jxo2ZNm0at956K6NGjWLt2rWEhYWFlHn++edZv349ffv2ZcSIEcH9GRkZDB06tMJ9+OCDDxg2bBher5cePXrQpk0bVq9ezdSpU1mwYAHffvstMTExRc47cuQIl19+OatXr6ZFixbB67l9+3beeecdRowYQatWrYLlL7jgghJj2Lp1KytXrqRNmzacdNJJwf0vvPACTz31FJZl0b17d84991wSExNZvnw5P/74I/Pnz2fRokVERv6xCGNV35OAij5b4eHhvPnmm1x88cWMGzeOK664gri4uJA6586dy8KFC0lISGDixInljmXevHlMmDChQvED/POf/+Tmm2/GGEOfPn2Ii4tjyZIl3HbbbWzcuJFnnnmm2PMaNGjAoEGDij1msxUd55WdnU2fPn1YtWoVLVu25Oqrr2bnzp3MmjWLBQsW8MMPP9CmTZsKx//aa69x//33k5+fT7NmzTjvvPOIiYnh4MGDLFu2jMWLF/O3v/2N9evX06RJkwrXXxNatmzJsGHDiuz/6KOPyM7Opn///jRt2jTk2Pnnn19T4VWIEn5y7Bo0hQvGwU/vwKFN/tV6jdc/ws+yg8MJkQ39ST+vh/PDGpMaHgNhDnbkp5HqziTD5BPu85CVm0K2Lw9PWBSNXHHBlXuB4Oq9We4sNiRtwGAAtHqviIiIiJzYvG7YvsSf7Ms8BFnJ/n94tzkgqjHsXOZ/K6d9P7DX/v/6rVu3jksvvZTc3FwefPBBHnvsMaKiooLHfT4f//73v3nggQdKHZFTETabjRtuuIHx48fTs2fP4P60tDSGDh3KokWLuP3220scrVecW265hffff59FixbxzDPPhIz82r59O08++SQul4s33ngj5Dyn08ltt93G2WefzTnnnMPWrVu5/fbbS21r3759jBw5Eq/Xy6xZs4IJxPz8fIYPH87cuXOZMGFCkbaMMVx//fWsXr2axx9/nEcffRSH449nYMeOHUWShCNHjixxpNLQoUNZuXIlt956K5ZlBfdHRUXxwAMPMGbMGE4++eTg/m3btnHZZZfx3XffMWXKFKZOnRo8Vh335FifrQsvvJDRo0fzxhtvcP/994eMyDxy5Ajjxo3DsizefPNNwsPDyx1Pu3btuPfeeznnnHM455xzuPPOO/nqq69KPScxMZGRI0dijOFf//oX11xzDQC///475513Hs8++ywDBw4sNjHbtGlT3n333XLH9+STT7Jq1SouuOCCkITsc889x4MPPsgdd9zBkiVLyl0fwPTp07nnnnto0KABb7/9NjfffHPIs5KVlcXf//53pkyZQlZWVp1N+HXu3LnYa7lkyRKys7N55JFHSk2O1yV6pVcqp+OVcPpg6NgfoptCdDOIbOxfyCMi1v/Lhs8HUU1wNmjBgPgenOeGHrm5RHvyyPd5yDOGPG8+Ue5sWng8nGTsdIxtj8GwK20X6xLXsS1lG79n/U5idiIbkzaycMdCZm+azdK9S/H4ih+iLCIiIiJSb3ndsH4ebP8K9nwP6QchoiHEtPT/TD/o37/9f7D+n/7ytcgYw2233UZubi6TJ0/mmWeeCUnIgD8RNGjQIFavXs3ZZ59dJe1ecskl/POf/wxJLAHExsYGkzvff/89u3fvrlC9r7/+OlFRUUydOpWtW7cG948ePZrc3FwmTZpEhw4dQs6Jiorivffe45577qF37964XK4y23n33XfJzc2lX79+IaMFw8LC+Pvf/x5MriQnJ4ec99FHH/H1118zZMgQJk+eHJLsAzj11FPLnXBJT0/n008/BeC2224LOfbwww/z7LPPhiT7ADp06BAcjXb067JVfU8q+2w9++yztGjRgnfeeYevv/46uP++++7j8OHDjBo1iosuuqhcsQRcd911vPTSS9x00020b9++XOe89dZbZGZmMmjQoGCyD6B58+Y8++yzALz44osViqM4eXl5zJgxA4AZM2aEjL6cMGECXbp04auvvuLnn38ud527du1i/Pjx2Gw2FixYwC233BKS7AP/8//ggw+yfPlyGjRoUOl+SNmU8JPKsTuh6w2QcAUk9IfWZ0N4lH+En90BrliIbQ2NToGmnXAmbqVPegrD0tI5021oip1mxkZbH3TwGLrn5dE2JxNzeBPbjmxlT8YeDmYdJMudhcPmwOVwEeWM4lD2IdYcXsOK/StYsGMBbl/t/gIjIiIiIlKjti+BA2shaRs0SfCP5GvQwv+P7w1a+LebJEDSr3Bgnb98Lfriiy/YuHEjrVu3LvPVyNjYWE4//fRqj6lly5bEx8cDVHjesrZt2/Lkk0+Sl5fH6NGjMcYwa9Ysvv76a7p27XpMr3MWZ/Xq1QD06dOnyLG4uDi6du2Kx+Phs88+Czn21ltvAfDXv/610jF8/PHH5OTkcM4551ToNdtu3boBFbu2x3JPKvtsxcbG8ve//x2A//u//yM3N5clS5Ywe/ZsWrRoEUy2VbfAPbz++uuLHLv66qsJCwtj0aJF5OfnV6qdZcuWkZGRQUJCAmeccUbIMcuyGDx4MEAwyVser732Gnl5edx0001lJke7dOlCbGxsxQOXCqv9cd1y/LM7/cm+thfC7+v9K/Satf75Qhq2gQbNwB4Gydsg43fITiYyMp7znJBmZXOIPBKMHcLjIDwGspPY683isNNBqmVoFN4Il8NFYnYiMWExtIpuRcvolqTlpWn1XhERERE58QTm7EveBvEJENGo+HIRjfzHk7b6X/Fte2GtzekXSGYMGTKkyGiz2pKamkpKSgrgH0VV2K5duzjllFMA/wiy4owdO5YPP/yQZcuWMWXKFKZNm4bNZuOtt96qsj4GFuVo1Kj4e9y4cWOAkNFYbreb7777DofDQc+ePVm/fj0fffQRhw8fplWrVlxzzTXBZFx5BBaMuPXWWysU+44dO4Ci17Y0pd2TklTFszVo0CCuvfZa/v3vf/Pwww8Hk12vvfYaDRs2PKY6K2r9+vUA9OjRo8ix8PBwOnfuzLp169i+fTudO3cOOZ6ZmcmUKVPYu3cvUVFRnHnmmQwaNKjISEf441kprp3C+wPxlEfgHtx8883lPkeqX934k1bqh/BoaHOeP+FnWf7XCBoWTOjqzYeMQ5CdDJFNwOmiMz5WmTz2GA9p9jBi7S5wuPyr9+bsJ9XroFFsG1wOV5GVe4Hg6r070nbQyNWIns17ak4/EREREan/AnP2OSJKTvYFRDTyl8s85P/H+Tbn1UyMR1m3bh1QcpKhNkyfPh2Px8MZZ5wRTO5VhN1uZ+bMmZxzzjnBefzGjh1b5FXVygiMdivp9dadO3cWOb5jxw5yc3Np1qwZ06ZNY+LEifh8vuDxyZMnM3bsWKZNm1Zm+/v372fp0qU4HA5uvPHGCsX+yiuvAIS8nlqWY7knVfVsTZ8+nf/973+8/PLLgD/uwGi36nbkyJHg6rWtW7cutkzr1q1Zt24du3fvLpLwO3ToEI899ljIvvvuu4/333+fK6+8MmR/YKXi0tqBkp+5o+Xk5ARfa69L/32LXumV6tCim38uP08O5Pj/dYaM3wtW8XWC0z9XRSQ2OnkNp3jhN5tFmtO/Im+iZcjGwmF8uLxucj25xa7cC0VX7xURERERqffS9voX6IhuWnZZ8JfLSobUPdUbVykCc8wFEljH4oknnsCyrODH4XDgcDiC2xWZh2/t2rVMmTIFoNhXNp1OJwkJCWW+wtq9e3cuueQSAGJiYoJ1VpXA65Fz584t8irnTz/9xIYNGwD/CsABgRFyycnJPPzww9x555389ttvJCUlMWvWLCIiInj55ZeZPn16me1/8MEH+Hw+rrjiiiIrk5bm9ddfZ8mSJTRs2JCHHnqoXOeUdU9KUhXPFvhfJw4kNS3LCiYsa0Ig2QcQERFRbJnAaL3C99qyLIYNG8aiRYvYv38/mZmZrFmzhltuuYWkpCSuvfZa1qxZU2xbhefuK6ud0hw5ciT4va4uxHHSSSeF/NlR+NOvX7/aDq/aaISfVL3waH/SLysZErf6XyPISwd3DoQVGlLszuH87AxSo6PBGckOdwbhuUfI8uaTbvJxeCAx8yAeV0yJK/dm5GeQkZ9BUk4SseGxWrlXREREROo/T55/NV57WPnK28P85T151RtXNevWrRvdu3cPbgdetQ0sDjB//vzgK7ClOXToEIMGDSI3N5dx48bRv3//ImVatWrFL7/8UmZd3333HV9++SXgX9xi8eLFDBo0qFz9KY9bbrmFKVOmsGfPHq6++mpeeOEF2rRpw/fff8+oUaNwOBx4PB5stj/G8gRG83k8Hvr37x+S2BsxYgS5ubmMGTOGp59+mjFjxpTafuB13qMX6yjNt99+y9ixY7Esi7fffpuWLVuWeU557kl1++2333j//fcB/7P18ccfc99999V4HBVht9uLrCh75plnMmfOHFq1asVzzz3HY489VmSOxxPNkCFDSkxwHjx4kMWLF9dwRDVDCT+pHu0vg+yCTH/SVshKBHe2fzGPvAzIzwKfF2dkEwZENKWhLY9GuYkk+XLZYLnJtQwunyHGk0ekx0O8sXNyoZV7E3MSyXZnk+vNJdeTi9vnZu3htczeNJtOjTtxQasLcNj0eIuIiIhIPeQIB5vDP21OeXjz/eUd4dUbVykCc80lJiYecx3XXnstkydPDm57vV7An/QAWLp0aZkJv4yMDK666ip27drFkCFDKrXqaX5+fnDBjrvuuosZM2Zwzz330K9fvypbhTQ6OpoFCxYwcOBAFi1axKJFi4LH2rdvz/jx43n22WdD5viLjv5jnsbbb7+9SJ3Dhw9nzJgx7N+/n+3bt5e4iuz69evZsGEDMTExXH311eWKd+PGjVxzzTXk5+fz6quvct1115V5TmXvSVU8W+BfsCMnJ4eRI0cye/ZsJk2axPXXX19kBeLNmzfzwgsvFFmFduLEiUVWZi6vwvcsJyen2ORU4Nku77P14IMP8sILL/DVV1/h8XiC8xsG2srOzi72vOLamTp1Kr/++mtIuS5dujBhwgTi4uKC+5KSkio0ZyNQ5DoW5+jkPvgXHwms6lzYtGnTisx5+dJLL5X4CvOSJUuU8BOpkMDqvZFx/gmCdy33JwDzM8AZCeENICwaouNxunPok5FGz+x0tjgdGJeTjcZNlA9aAfF5eThtmXgPb2JbmJPDOUmk5qXisBzB0XyWxyIzP5M1h9eQkptCal4qA04dgNPmLD1OEREREZHjTexJ/t+x0w/6V+QtS+ZhiGkBDU8uu2w16d69O8uXL2fNmjUVXvyhquTm5nL11VezZs0aLr/8cubMmRMyMq6ipk6dypYtWxg4cCDTp08nNTWVDz/8kEceeYTXXnutyuLu1q0bW7duZd68eaxZswav10uPHj248cYbefrppwF/8iWgTZs2we9t27YtUl9kZCRNmzbl8OHDHD58uMSEX2B03+DBg0t8zbSwnTt3cvnll5OSksLkyZPLtUJwVdyTqni23n33Xb766iu6d+/OP/7xD5o2bcrUqVMZM2ZMkdVqDxw4wHvvvVekjpEjRx5zwq9Ro0ZER0eTmZnJvn376Elt/o4AACAASURBVNixY5Ey+/btA0Lvb2ni4uJo3LgxiYmJpKSkBF95DiQwA/WVp52FCxeyfPnykHKXXnopEyZMICIigoSEBLZu3cqaNWu46qqryhVfQCC5WVICsvCxwouQ/Prrr8yePbtI2SlTppS4yM2JRnP4SfUJrN7b+27oNBCadABXrP9n0y5wUk+wbP5fQApW7j0rsgVX2WI5wwtRdgctI1vgjIyHnGT2pu7gcMpvpOal+ufzi4wnyhmF1+clNjyWhLgETo09lR3pO9ictJnl+5eXHaOIiIiIyPGmuDmzS5KT4i8X3Qyad62Z+IoxYMAAAD766CM8Hk+Nt+/xeBg6dChLly7lvPPO45NPPiEsrJyvRBdjy5YtPP3000RHRzNjxgzgj5FFM2bM4Mcff6yq0AF/UmT48OG8+uqrTJ8+nTvuuIOoqChWrFgBQJ8+fYJlY2NjgwteBObzK8zn85GamgqEjiw7uszcuXOB8r3Oe/DgQfr168fBgwcZO3Ysjz/+eJnnVNU9qeyzdfjwYcaPH4/dbg+usPzYY4/Rvn17FixYwPz580PKX3bZZXg8HowxIZ8LLrigwm0HWJZF167+/z6PnnMPIC8vj82bNxMREVFigvZoHo8nOA9f4URZYIXm4topvD8QD/hfXT+6v0uWLAkeD9yDDz/8sFyxFRYYeRdY1bk4gWOFR+mNHDmySEzGmBJH8p2IlPCTSvNlZZG9ahX/n737jo+qyv8//rp3amYmmUwKgYQuEAh+lyKgLCxrYcUVERUVXUABAXURl7UgrIrwFUQEwd7Agj+E7+riIiKsaxSUIjUiSGKUUBNCSJtJps/ce39/DDMSkkDooOf5eOQhmdvOPXMTk0/OOW/XJ59Q+dFHuD75BO+WLajR4fQmG3QeAi16gTUFEjJ+Se89JrkXICukkqJqBGRdJMgjmtwbrMTpr8RhtGPWR/Y9Nr03mty7p2oPeeV5eEP1/5VAEARBEARBEC5K0TWzk9tF1syur+jnq4xsT24X2d9Ud3HnXLjuuuvo2LEjhYWFTJ8+/bj7VlVVsXPnzjN2bU3TGDFiBMuWLaNz58589tlnNQogp3K+0aNHEwwGmTZtGs2aRX63adSoEbNmzUJVVcaMGXPWC5vbt2/n66+/pmPHjvTq1avGtugU3NWrV9c6bsOGDQSDwdjIrLqsXr2awsJCmjVrVqOYWJfKykr69etHQUEBI0aMaFD675l8T0732Ro/fjwVFRWMGzeObt26AWA2m3n99dcBePDBB6mqqjqltp2MaNHs2AIjwLJlywgGg/Tr16/BRdEVK1bg9/vJzMysMUW4T58+2Gw28vPzY6EvUdG1CwEGDBjQ4LaPGzcOo9HI4sWLWbNmzXH3zc3NxeVy1WgPUO86g4qisGLFCgD+8Ic/NLhNgij4CadBC4Wo/moV5e++h3PpJ1T+awmVi/+P8gXvU/ryKxya/gxVK1eihcN1/1BSR3IvIR8WbwUd9PG00tspCLtxqYFayb1Avem9IrlXEARBEARB+NVr0xfSO0NKu8ia2cXfQ3Vx5I/p1cWRz8vyI9vTO0Ob85tEKUkSCxcuxGw2M2XKFCZNmlRrvT1N01i2bBndunVj8+bNZ+za48ePZ+HChbRv357//ve/JCYmnvCYoqIi2rdvT/v27Wtte+ONN1i3bh3du3evNW115MiR9OnTh++//75Bha+G2LZtW63iYV5eHoMGDULTtDqnD48fPx6j0cgrr7zChg0bYq+XlZUxfvx4ILK+n8lU97qO0em8Q4YMOe4aa16vl/79+7Njxw5uv/125s2b16A12U7lPanP6TxbK1euZPHixTRv3rxWwnLfvn0ZNmwYxcXFTJo06ZTb11CjR4/GZrPx8ccfs2zZstjrhw4diiUdP/zwwzWOWbRoEVu3bq11rlWrVnHvvfcC1ApmMZlMsdfGjh1bYyrtrFmz2LlzJ9dcc01sJGBDtGzZkueffx5VVbnhhhtYtGhRbN29KJ/Px5w5c+jVq1eNBOBRo0ZhtVpZvnw5b7/9do1jFEVh4sSJ7Nq1ixYtWjRoTUjhF2INP+GUaKEQrk+X49u+Hd+2bah+PxAZ7acFgwQVBX9eHt5t2/Bs2kTahAnIxwZ5eCvA54oU+44K8sCSTC9LGs54KwQr2R104Qy5qdZCmMIqnupivEEXYVlfI71XJPcKgiAIgiAIvxnHrpntLgFPeSSNV9ZH1uyzpUX+6N7mT6A7/7/6de7cmezsbAYNGsSzzz7LSy+9RM+ePUlLS8PlcrFlyxZKSkowm82xUXOn65NPPuGll14CoFmzZjz66KN17jdx4sQaxb1QKER+fn6t/Q4ePMjEiRPR6/XMmzev1npzkiTx5ptv0qlTJ6ZMmcJtt91WYx29v/71r7Epk+Xl5UBkZNMVV1wR2+foAh1EimO5ubl06tSJ1NRUDhw4wLfffhu71lVXXVWrnS1btuT1119n1KhR9OnTh549e2K321m/fj3l5eV07dqVmTNn1tkXfr8/NsrrRNN5H3/8cb799lt0Oh16vZ577rmnzv2OTpI91ffkeE7l2fJ4PNx///0AvPbaa3WOMJwzZw4rVqzgjTfeYNiwYTXep+MpLCzk1ltvjX2elxcZiHLvvffGwjAGDhxYo5CYmprK/Pnz+ctf/sJNN93EVVddhcPhIDs7G5fLxYQJE2pNG16xYgVDhgwhMzOTjh07otfryc/P5/vvvwdg6NChdSYxT548ma+++oo1a9bQtm1bevfuzd69e9m0aRNpaWnMnz+/Qfd5tAceeABN03jkkUcYMmQIDz/8MN27d8dms1FSUsKGDRvwer1kZGTU6OuMjAzee+89hgwZwqhRo5g9ezadOnVCURQ2btzIgQMHSEpK4p///OdpTcP/LTr/3/WFi5J7zVp827fj3bwZZBm1ujoykk+SQIvEwKvBAOqBA1Q5nYSKD9F07hzko38o2fNNZP2+6B+AYkEeaRiSL6G/ppDoqcTh97NJC1AuKaCqEPZilSQs+jhSNR0ZCa3YX7VfJPcKgiAIgiAIvy3RNbNb/gEObQfnfggHImm8ic0ja/adx2m8denVqxe7du3izTff5NNPP2X79u1UVlZis9nIzMzkvvvuY9SoUWdsHa6j17D74osv6t1v+PDhDSoujR07lqqqKiZMmFDvCKj27dszadIkpk6dyv3338/KlStj23Jzc9m4cWON/cvKyigrK6v3mkOHDmXhwoV8//33OJ1OUlNTGTx4MI8++iidO3eu97iRI0fSunVrnn32WTZu3IjP56N169aMGzeORx55pN4ptMuWLaOqqoouXbqQlZV1vO6I9a+iKMddv+3ogt+Zfk+iTvbZeuKJJ9i3bx+33357bDrtsVJSUpg9ezYjRoxgzJgx5OTkNGgEo9/vr/U+Q+T9j7r00ktrbR88eDBNmjRh+vTpbNy4kVAoRMeOHRk3blydxdc777wTTdPIycnhq6++wu12k5SUxPXXX8/IkSMZNGhQne2zWCysXr2a6dOn889//pOlS5eSlJTEyJEjefrpp0lPTz/hPdZl3LhxDBgwgFdffZUvvviCb775Bq/XS1JSEr179+aWW27hL3/5S60U4ltvvZUOHTowZ84cVq1axdKlS9HpdLRo0YLx48fz8MMPi7X5ToF07DBL4dyQJGlnVlZW1plcm+JcUT0eyt99j+rsbDRFIVxWBpKEFgohyTKSwXCk8Keh+Hzg9yPb7SRcey2NH/9HZHvADWvnQsFXkR9ILMlgskN8GuiMoClQshOqD+H1ljE/Tma9XsWkQaLeTLxsIlUDOS6Zn/Uyhw1GnEFXLLk3oAQIhAPEG+NJNCfSKqEVWSlZ9Sb3RtdkSEhIONfd+avwW+i/i+0eL7T2nq/2nMvrns1rnY1zX2jPiHDhEc/I6fkt9N/Fdo/nsr2qqsZGh2VmZtaZOqooCgA6ne6st+d8XftsX+dsnP98vi/CxUE8I6fnt9B/R99jQ/5/cLSOHTuSm5ubq2lax+Pu2ABiuJNw0vy5uYSKi1H9ftTq6lixT46LQ9LXfKT0RiOKpqFWV+PZtJGqL7KxX//nyF8aL7kafBVQVQxpx/x1o2J3ZI2/I+m9vzeAK1RGiV5HpqkRmBMg7Gevt5jDOh1OnQ5HfEYszMMb8mI32WnraIvVYKXAVQBAoimRK5tdeS66SRAEQRAEQRAEQRAE4bwQoR3CSQsdPEhw/34AtHC43mJflGyxgE5HuKwMz9q1v6T3NukUWVck7KuZLKYEa6X31kruBUI6I6V6I07Fg0OTMB8ZuSeSewVBEARBEARBEARB+C0TBT/hpKnBIKrHEyncSVJkGm89xb4oSZLQAkG8331H2bx5eLdsQQ1LtZN7oXZ6b13JvYqPUl8Z3rAPvapiDnrAXYI/5BXJvYIgCIIgCIIgCIIg/KaJKb3CSZOPJONowSBoKpKx7ih3NC0y7dfvhyMx8uHSUjzr1qE4XXg2bMTcvh22tN9FcjvK8kEfF0ns9TkjixBXH6qZ3GuzQPU+dvsLcWphqjUFk6bhwYfXd5hw0HWk2JdC84TmALH0Xk/Iw46yHWhE1q0U6b2CIAiCIAiCIAiCIPwaiYKfcNIM6eno4uMJHlmIss6UIk1D9XrRQiEIBiMhHno9ksGAZDQRLikhuH8f4coKlA4dsHf4I5I1GdwlUHQQQr5Ieq858Zfk3qSW9C/JJdHnwxEOsEkP5XpAk0ADq6JgIUxqOEzzQBBNVdjr/iW9typYhT/s54eyH5CQ2FS8KZbeKwiCIAiCIAiCIAiC8GshCn7CSTNnZWHISMefl4caDIBmrrWP6vejhUKRgp8sgywjmUzIZjM6hwNzZiaKy0WgYBcAuqTexPd6AA5tB00D7btIsEdii1+Se8t/xuAu4Uqvmx6WFEK6AD78mDSVRFUj3pRAqikJg68CxX2In0NODusknAEnekmPXtZj1puxGqyUeEvYX72fSn8lzoCTPil90Mviy0EQBEEQBEEQBEEQhIufqHAIJ022WrH94Q94t21DPVCI4vOhPzLNFwBV/aXYB6DTRdb6A2S7HV18fORlux3TJW0I7C7A70jCenkP5Ba/jxT8JCmS3pvYLHKOY4I8LAYzv0fChUqJ6iVTMoE+AQwWkGQOeIs5HDbhNJpwmJMx682UektJMCaQYcsg3ZaOK+CKpfcaFSO9m4iRfoIgCIIgCIIgCIIgXPxEaIdwSuL79sV6+eXI8fHg96M4nWjBIFoohOrzRdb3U1XQ6ZAAyWwGvR5dfDz6lBS0UJDQwSJCh4oJl5fj3bwZ57+XRoJA6krvPTbIA8jCSIqiEkDDpdODyQocSe9Fwxn24pBMmPXmWsm9QI303p+cP+ENi/ReQRAEQRAEQRAEQRAufmKEn3BKJIOBtEcfJVR8CN/27ajV1ShuN5JejxYOR4p9shwZqWc2IwP6Jk3QpyQTLCoiXFoaWePP70PxRQqGfPEFitOJOSsLW+NLkTzlkfTe1EwIVEXW9TNaY22whAJ0CPmojDNToJO4RA1iDwUpDVfj1YJH0nvd+I0WKmNhHpHk3miQR3Wwmgp/Bd+FviPBmMAd8XeIIA9BEARBEARBEARBEC5qouAnnDLZYqHpnOcpeW4Wnk0bCZeVgaohSRKaLIPRiKzTgSxHin2pKag+P+GyMhSnE0mvR7ZYkGUdmseD4nTizdn6S5BHi//5Jb3XUwohL0i6SIpv0AOqQi9LMk6jCQix212ISVXwaApVkoZeUykNVBJWfLHk3oz4DPa69saCPPyKH1/YR4VSwdcHvyYgBWJBHmJNP0EQBEEQBEEQBEEQLkaioiGcFtliofHj/6Dqi2w8a9cSKioieOAASnU1ssmELiUlMo03NRVNVQkVFqI4K9E7kiLTfAE8HjSzGUOzZhgaN/4lyCPxCuLbpII1GfauA28FBKsj6/SZ4sFow2BLpX/QS6KvEEc4QJksscMg4UfDjEyCqmFRIsm9GYEABZU/c9hXFgvysBgsyJKMW3XjCrrIOZwTC/Lo37o/BtlwHntXEARBEARBEARBEATh5ImCn3DaJIMB+/V/Jv6PffDn5eFesxZvTg6q2425fXv0KSkggfe7bShOZ81iH6B6vchWK3KcGdXjBknCu2ED4ZLDSHcMxtJpJHKcA35cHin6OVqCyR5J73Xuw+ApjSX35hlkNDz8oHqwSjoyTMmkGmwYfBXsde3hsEGPU9JwmByY9ZE2eEIeTDoTGdYMmtqbxoI8Ek2JXNnsyvPQo4IgCIIgCIIgCIIgCKdOFPyEM0a2WrF064a5QwfK330Pb85WZKsVyWgkdLAI1etF0utrFvv8/kiibzBIsOggWiAQWdfPVYX/xx+pXLQYX1YW5ratsDXtiVS0ERIyIM5RZ3LvZYAWDiCpUGIykB6XDJKOEFDqK8Kp6HHYW8SKfQDekBezzozNYIsFeex27cZhdtCjcQ+xpp8gCIIgCIIgCIIgCBcVUfA7hyRJSgQSj3xqCIVCVFVVnc8mnTVqq5ZQUoInPx9Dq1YoFZWEPR4kkwklHAZACwRQKyvRANXvA48nUhCMiwObDTUQwF9YSNBdjbekBF+ygr1Zc+RDO1GT2iIF3eh8LkBGkwwQViDsJ9PnYmO8mX2ynopwkATZyCEtjAfQqQqGoJ+wZAQgoAQIKSESdAnEy/EEAgHMmNFpOg66DrLlwBY6p3Q+T7148fB4POe7CWfdxXaPF1p7z1d7zuV1z+a1zsa5L7RnRLjwiGfk9PwW+u9iu8dz2V5VVVEUBVmWURQFTdNq7aMoyjlrz/m6dn3X8Xg8vPXWWyxfvpy8vDwqKyuxWq1kZmbSt29f7rnnHpo3bx7bf+rUqTz99NM8+eSTPPXUU/We/5JLLmHfvn3s2rWLli1b1tuuYDDIZZddRl5eHjqdjkAgcMI2R5WXl3PppZdSVlbG119/ze9///ta+4TDYXr06MH27duZN28eI0aMiJ37448/ZtOmTWzevJmcnBy8Xi933XUX77zzznGvu2HDBmbOnMn69etxu900b96cQYMGMWnSJKxWa73HhUIhXnvtNRYvXkx+fj6qqpKenk6vXr2YOnUqGRkZsX1HjhzJ+++/f9x2AOzevTv2/jidTlauXMny5cvZuHEjRUVFmEwmOnTowJ133sn999+PwVD3MkmKovDyyy/z3nvvsWvXLmw2G1deeSVPPfUUHTp0OGE76nIyz1YgEOCyyy7jxx9/ZOHChdxxxx11nnPAgAGsXLmSxx9/nKlTpzbo62f//v0sX76czZs3s2nTJn766Sc0TWP16tX07t37uMeuWbOGGTNmsHnzZoLBIFlZWTzwwAMMGTKk1r7hcBjzUQNq6uL3+9Hra5d+fD4fzzzzDB999BEHDhwgOTmZ6667jilTppCenn7CezyWqqq8++67fPDBB+zYsQO3243D4aBJkyZ0796dK6+8kjvuuCPWf3W13WAwYLfbadKkCV27dmXAgAEMGDAAnU530u158sknmTFjBlOnTuXxxx+vd78WLVpQVFTE3r17adq0aezzhjr2ewjU/D6iqiqapqGqKlVVVciyfNzzqara4GufiCj4nVvjgdj/oSorK89jU84uc8+eqC4XAKG9e1ArKtH8fpDlSDqv1wuKgqbXRf4bVtA7HEgmEwCaLKNqGrpGjdCnpxPaswef1gydyUZ8kzboKnaBrwICLtDFQdCNFPIiqWEscQ4yjRYqTEb2hKtpJVtwh6rwa2EsiobkLQPAr9PjDFWTaEwk2ZSMQTYQUkOU+8vxhrzk+nLRiPxw1i6xHRa9GOknCIIgCIIgCKdj/fr13H777Rw6dAiLxcLll19OWloaLpeLLVu2MH36dGbPns0nn3xC3759z0obZsyYwY8//nhKxyYnJ/P8889z1113cd9997FlyxaMRmONfWbPns327du58sorY8U+gOrqau68886TvuaiRYsYMWIEiqLQtWtXmjdvTk5ODs8++ywrVqxg9erVJCQk1DquoqKCP//5z2zdupUmTZpwzTXXAFBQUMB7773H8OHDaxT8evXqVW8b8vPz2bhxIy1atKBZs2ax159//nlmzJiBJEl07tyZHj16UFpayvr169m8eTNLlixh5cqVWCw1f5dSVZXBgwezdOlSEhMTuf766ykrK2PJkiWsWLGC7OxsevTocVL9dLLPlslk4vXXX+fqq6/moYce4tprryUpKanGOf/v//6PlStXkpmZyT/+8Y8Gt+Wjjz7iscceO6n2A3z44YcMHToUTdP44x//SFJSEl9++SV33303P/zwAzNmzKjzuPj4eG6++eY6t9VVYPJ6vVx99dVs2bKF9PR0BgwYwN69e3nnnXf47LPPWL9+PS1atGhwuwOBAAMHDiQ7OxtZlunRowfNmzfH7/ezfft25s+fz+LFi+ssqkqSxLBhw4DIc+Fyufjpp594//33WbBgAe3ateP999+nW7duDW7P6bj11ltr1Wq2bdvG9u3badu2LT179qyx7VSKkeeKKPidWy8A7x35939TUlLa1vWN+dci4bbbcK9Ziz83F+/mzQSqq5D8fmRASkhANptQqqpRvF6Myces6ydJSDodBrMZc2oqRqORwO4C1LTO6Fs2R05sAnu+AV85yEHQZIhLAKMNbGn8MakVbu9edFUe9viLqdBC+DUVnariC7nxekOEJZlkk4NUWxrNLM056DmI0+PEG/JSFazCH/bzU9VPmEpM7KzaKdJ7G+DX/DxHXWz3eKG193y151xe92xe62yc+0J7RoQLj3hGTs9vof8utns8F+1VVTX2S6BOpzvuiI4z8cuiN+QltzyXYk8xQSWIUWck3ZZOh6QOx12e5lz9ohq9zrZt27j22mvx+/089thjPPnkkzVGp6mqytKlS5kwYQLFxcWx46L9J8tynW0+9jWdTlfvveXl5TFz5kxGjx7NW2+9Vefx9b0WNWzYMD744AM+//xzZs2axeTJk2Pbdu3axbRp0zCbzbz11ls1zmM2mxk2bBjdunWje/fu5OfnM2LECCRJqvd6hYWFjBkzBkVRePvttxk5ciQQGaU4fPhwFi9ezMSJE3nzzTdrHKdpGoMHD2br1q089dRTPPHEEzVGee3evZuEhIQa1x0zZgxjxoypsx2DBw9m48aNDB06tMZ54uPjmTBhAmPHjq0xKvPnn3+mb9++rFu3jhkzZvDMM8/UON+7777L0qVLadu2LWvWrCEtLQ2AJUuWcOutt3LXXXeRl5dX58i0upzqs3XllVcyZswY3nzzTR577LEaIy0rKip46KGHkCSJt956q1bR8njPSNu2bfn73/9O9+7d6d69O/fddx9ffvnlcZ/N0tJSxowZg6Zp/Pvf/2bgwIEAHDp0iN///vfMmjWLG2+8scYIwejo4UaNGrFgwYIG9RXA9OnT2bJlC7179+bzzz+P3dtzzz3HY489xpgxY8jOzm7w+V555RWys7Np0aIF//3vf2nXrl2N7T/88AMLFy6sce/RtsuyXGfbd+3axcSJE1myZAl9+/Zl/fr1/M///E+D23Si7xvHir43L7zwQq1tTzzxBNu3b6dPnz7Mnz+/wW3Q6XRIkhT7Gk9ISDjhCL8TbT8ZZ+5MwglpmubUNG2vpml7gdCZfCMvRJLBQPzVV5E8Yjjxf+qLqWUrdPHxGFu3xtyuHYb0dCSjEdlgqFHsg0iQhxQXhy4+Hi0URPW4USor8WzaQtnqvXhNvVAbdYOE9MhHSlto1BGa9YCUthgkif7VHn7v89HVHyBRUVEk8MgyAVnGqmo0UcI0C4e5JBBgt6uAQk8hxZ5iPCEPelmPWW/GarBS4i0h53AO64vWs3z3ckJq6Dz1qCAIgiAIgiD8IqSGWH1gNQt2LmDlnpWsOrCKbwq/YdWBVazYvYIFOxew+sBqwmr4fDcVTdMYNmwYfr+fKVOm8Oyzz9aaiirLMrfccgtbt249K6N5NE1jzJgxJCYm8uyzz57Wud544w2sVivPPPMM+fn5sdfHjBmD3+9n8uTJtG3btsYxVquV999/nwcffJCePXuecComwHvvvYff7+dPf/pTrNgHYDQaeeWVV4iPj+edd96hvLy8xnEfffQRq1at4rbbbmPKlCm1CmetW7cmJSWlQfdaVVXFp59+ChAbiRU1adIkZs6cWaPYB5GCV7SPFy9eXOucc+bMASIFpmixD2DQoEHceOON7Nq1i08++aRB7TvdZ2vmzJk0adKEd999l1WrVsVef+ihhzh8+DCjR4+mT58+DWpL1M0338ycOXO48847adOmTYOOmTdvHm63m1tuuSVW7ANo3LgxM2fOBCIjKk9XIBDgtddeA+C1116rUch89NFH6dixI19++SXff/99g8+5ZMkSAKZMmVKr2Adw6aWXnvTXXJs2bfjXv/7F8OHDcbvd3HPPPSd1vCAKfsI5IFutJN58M5bu3dElJ2Fo3BhDejqqz4fm9yEfO7zb70cLh5Hj4lA8HrzfbcP/088oVdUE9+7Fs24drs+/ovy7ANWV6WhGO6RdConNQHdkOH3FbgzuEq50u7lbTuEanZ2WCsRLMi31dtpamtA5LoOWQT9Frj2Uu/bgCrpwmBykWlLRNI0EYwIZtgyykrNobW/N7qrd5Jblsq5o3XnoRUEQBEEQBEH4RUgN8dnuz1hXtI6cwzkc9h4mwZhAI0sjEowJF9wfrf/zn//www8/0LRp0+OupwVgt9u59NJLz3gb3nzzTdauXcvzzz+Pw+E4rXO1bNmS//3f/yUQCMRGZb399tusWrWK3/3udzz66KNnpM1bt24FIiPRjpWUlMTvfvc7wuEwn332WY1t8+bNA2DcuHGn3YYlS5bg8/no3r07mZmZDT6uU6dOABw8eLDG63v27CEvL4+4uDj69+9f67hbb70VIFZkPJHTfbbsdjuvvPIKAPfeey9+v5/s7GwWLFhAkyZNxbNz5QAAIABJREFUYsW2sy36Hkbv/2g33ngjRqORzz//nGAweFrX+eabb6iuriYzM7PWiDlJkhg0aBDQ8P6HyOhEgNTU1NNqW13mzJmDxWJh8+bNbNiw4Yyf/9dMzE0UzgnZasWclUW4soJAwS5Ml7RBUxQ0VUM6aqSj6vejVlaiS7SjBYOEDh5EcTprpPtKRhPhkhKCPg9hswel1IndXo5kS46cpI703ptCGi4VcvQGGpsTseviAGLpvS5ZR2J8M8x6M/6wn7AWxmKwkBoX+YYl0nsFQRAEQRCEC8m6onXsLNvJnqo9XGK/BLvJXmN7I0sjXAEXBa4CABJNiVzZ7Mrz0NKIaDHjtttua/A0zTOpuLiYiRMncs011zB06NAT7r93715atWoFUGfoCsDf/vY3Fi1axDfffMO0adOYO3cusiwzb968M3aP0bCZ+gqUycmR34GOHo0VCoVYu3Yter0+Fh7y0UcfcfjwYTIyMhg4cGCsGNcQCxcuBGhQvx1t9+7dQGSE2tGibb300kvrDPTo2rUrANu3b2/Qdc7Es3XLLbdw0003sXTpUiZNmhQrdr388sskJiae4OgzI3q/0fs/mslkIisri23btrFr1y6ysrJqbHe73UybNo0DBw5gtVrp0qULt9xyS52BLtH+r+s6R7/e0P4HaNasGXv27GHevHn069fvjH6NOxwOrr32WpYuXcqqVau44oorzti5f+3ECD/hnLH9oTdxHS/F2Lo1gd0FhA8dQgsGUX0+VI+HcGkpSmUlOocDSdahKgqKsxK9w4E+NRXZZEI2mdA5HJizsjC1aUewQsVXaca98TvwHVlYs/oQBN0gG8BghpAPi7eCDvp4WuntFITduBQf+F2UBirwKkH0SgCz34U/5KUyUBkZ6ReXikFnIKSEOOg+yCHPISr8FWwp2cLSXUvxhrznt0MFQRAEQRCE3yRvyEteeR57q/bWWeyLiv7Rek/VHvLK887rz6/btm0D6i8ynG0PPPAAfr8/NpXxTNDpdMyfPx+9Xs/kyZOprKxk3LhxJx02cTzREVP79u2rc/uePXtqbd+9ezd+v5/k5GTmzp1Lly5dmDZtGm+99RZPPfUUXbp04e9//3uDrl9UVMTq1avR6/X1ptjW58UXXwSoMT0VIgm2AE2bNq3zuOjr9d3zsc7Us/Xqq6+SkJDACy+8QEFBAQMHDoyNdjvbKioqcLvdwKn1S0lJCU8++SRvvfUWc+fO5a677qJly5b85z//qbXvme5/gNGjRwPwySef0KZNGx566CE+/PDDWNH3dHXu3BmIrMEpNJwo+AnnjGQwYB9wA7ZevbF0vQxDk3SQJFSXC83vR7ZaMTRpgiG9CRiNqC4XescvYR5Hr+sHoLPbMf1PN4IuGX+VDfVgHhR/D8794HOCJEWKf94KsCTTy9KcrIQWtFY0drsLyfUVUxR0UYWKpISo8JdS6dqHQ5VIjUshIz6Dva69bCvdxs+VP7O3ai/VwWr2uvby5f4vL6g1UQRBEARBEITfjtzyXMp8ZZh0pnqLfVF2kx2TzkSZr4y8ivP3y3J0jbnTmfI3derU2AL4kiSh1+vR6/Wxz+srUHzyySd8/PHHTJw4sc71xepiMBjIzMw84RTWzp07c/XVVwORQJhp06ad3E2dQHTtuMWLF9eayrllyxZ27NgBRBKAo6IJo+Xl5UyaNIn77ruPgoICysrKePvtt4mLi+OFF17g1VdfPeH1P/jgA1RVpV+/fjRq1KjB7X7jjTfIzs4mMTGRiRMn1tgWLWwdG4IRFR2VdvQ9Hc+ZeLYA0tPTY0VNSZJiBctzIdonAHFxcXXuU1e/SJLE3Xffzeeff05RURFut5ucnByGDBlCWVkZN910Ezk5OXVe60z1P0RGf86aNQuLxcK+ffuYO3cugwcP5pJLLqF169Y899xzBAKBBp/vWNH1Jo9Nz22IJ598ssb3jWM/ioqKTrldFzoxpVc4p6JBHtbLe+D97jsq/++fBPfsRp/WGENaGvqUFMJlpWiFRTWm8cbW9bNY0KekoIWCkRGB1dWEgwa8xSo6RxKJv0tArj4IIR9IgDkxltxrSGpJ/5JcEn0+HOEAZbLEDoOEHwkzEK+qWJUwqeEwGYEABZU/c9hXhjPgRC/psRgsyJKMJ+TBGXCScziHSn8lzoCT/q37Y5BrD0cXBEEQBEEQhDOt2FNMZaCSlLiGhS6kxKVQGajkoPsgl6VddpZbd/Z06tQpNtIHfplqK0kSAP/6179iU2CjqqureeCBB2jXrh2TJk1q8LUyMjL48ccfT7jf2rVr+eKLL4BIuMV///tfbrnllgZf50SGDBnCtGnT2L9/PzfeeCOzZ8+mRYsWfPvtt4wePRq9Xk84HK6R7KmqKgDhcJg///nPNQp7I0eOxO/3M3bsWGbMmMHYsWOPe/3odN5jwzqOZ82aNfztb39DkiTeeecd0tPTT+aWz5uCggL+3//7f0Dk2VqyZAkPPfTQeW7V8el0Ot57770ar3Xp0oWFCxeSkZHBc889x5NPPllrjcez4ZFHHmHEiBEsWbKE1atXs3nzZnbt2sWePXt47LHHWLZsGdnZ2XVO4z6RY7/WT0aXLl343e9+V+/2jz76CK/31zl7TxT8hPNCtlqx9e6NFgzhXreW4O7dyFYrktGIUl1dI8wjuq6f3uFAn5JMsKiIcGkpqteL5veh+PworjDEJaIYrJgNTbHFgxQXD4ktID4tEuZR/nMkyMPrpoclhTyDjIaHH/BhVVWaGBJIi0vG4Ktgr2sPhw16nJKGw+TArI8UHj0hD3H6OJramtLY2viCWRNFEARBEARB+O0IKkEUVWnwH5wNsgFFVQgqp7fY/+mIrjUXXdz/VNx0001MmTIl9rmiKECk6AGwevXqWgW/f/zjHxQWFpKdnY3JZDrla9clGAzGAjv++te/8tprr/Hggw/ypz/9ifgjs5JOl81mY/ny5dxwww18/vnnfP7557Ftbdq04eGHH2bmzJk11viz2Wyxf48YMaLWOYcPH87YsWMpKipi165d9abIbt++nR07dpCQkMCNN97YoPb+8MMPDBw4kGAwyEsvvcTNN99c5z0B9RZZou9hQ/vwTDxbEAns8Pl8jBo1igULFjB58mRuvfXWWgnEubm5zJ49u1bx6fHHH6+VzNxQR79nPp+vztF3J9svjz32GLNnz+bLL78kHA7H1tU7lf5/5pln+Omnn2rs17Fjx1rhNMnJyYwZM4YxY8YAkbUwX3nlFebOncu6det48cUXeeSRRxrU/qOVlZUBkaAaiBS1j06tjho0aBADBgyo8dott9zCE088Ue+5s7OzRcFPEM4G2x96ozidAAR2FyCbzISrXKj+ABJSpKgXDqN3ONClJKP6/ITLymJBHrLFgizr0DweFFc13t2HCScnonhD2NvISInNIheqI8jjMkBDQwp5OaTT00RvQ2ewxII8nIoeh71FrNgHkfVSrAYr8cZ4EeQhCIIgCIIgnBdGnRGdrGtw8m5IDaGTdRh1xrPcsvp17tyZdevWkZOTc9LhD6fj008/xWw28/TTT/P000/X2q4oSiwB94UXXqiVWno8zzzzDHl5edxwww28+uqrOJ1OFi1axD/+8Q9efvnlM3ULdOrUifz8fD788ENycnJQFIWuXbtyxx13MGPGDCBSfIlq0aJF7N8tW7asdT6LxUKjRo04fPgwhw8frrfgFx3dN2jQoHqnmR5tz549XHvttVRWVjJlypR6E4KjBbTCwsI6t0dfP/o+judMPFvvvfceX375JZ07d+b111+nUaNGPPPMM4wdO7ZWWu3Bgwd5//33a51j1KhRp1zwczgc2Gw23G43hYWFdU49P9l+SUpKIjk5mdLSUiorK2NTnk+l/1esWMG6detq7HfNNdecMI26ZcuWzJ49m2AwyMsvv8xnn312SgW/7777DiAWVqKqKgsWLKi1X5s2bWoV/H7LxBp+wnl17Lp++rQ0CATRgsGa6/o1a4ZkMh8p9h0V5GG1IhsMyGYzhmbNMLW+hOBhN76SEO6fyuoP8jgiK6SSomoEZBmXLvIX0lJJw4uEXlMxK7/8EHV0em+iMVEEeQiCIAiCIAjnRRNrExwmB2W+sgbtX+Yrw2FykG47f1Mr+/fvD0Smz4XD53YNbL/fz9dff13rIyr6ufPIQISGyMvLY8aMGdhstlgQyNy5c3E4HLz22mts2rTpjN6DxWJh+PDhvPTSS7z66qvcc889WK1W1q9fDxArWgLY7fZYwnBda56pqhq716NHlh27z+LFi4GGTectLi7mT3/6E8XFxfztb3/jqaeeqnffaELwDz/8QChUu2gdXXPueNMwj3a6z9bhw4d5+OGH0el0sYTlJ598kjZt2rB8+XL+9a9/1di/b9++hMNhNE2r8dG7d++TvnaUJEmx+z12zT2AQCBAbm4ucXFx9RZojxUOh2Pr8B2d1hvt/7quc/TrR/f/2rVra91vdnZ2g9oBxNa5jI7UOxkVFRWxafNXXXUVAHq9vlZ7NE077ki+3yJR8BPOu+i6fskjhmO/oT/WXr0wtmyJLiEBc7t2WDp3xtg0A6W8HMXprBHkATXDPHR2O6a2mQQrVfwuG2pRXqToF6iKrOtnPCqW/Kj03pb6ePaoXlyKj+qAC78WxhIOgLsUjkrvtZvsqJrKzoqdIshDEARBEARBOC+ykrNIiUshoARwBVzH3dcVcBFQAqTEpdAhqcM5amFt1113HR07dqSwsJDp06cfd9+qqip27tx5Rq67d+/eOgsD0TXBdDpd7POji2bHo2kao0ePJhgMMm3aNJo1i8wqatSoEbNmzUJVVcaMGXPWC5vbt2/n66+/pmPHjvTq1avGtugU3NWrV9c6bsOGDQSDQeLi4uoNJVm9ejWFhYU0a9bshP1SWVlJv379KCgoYMSIEcydO/e4+7dq1YoOHTrg8/nqXFsuWmBr6Eit0322xo8fT0VFBePGjaNbt24AmM1mXn/9dQAefPBBqqqqGtSW0xEtXB5bYARYtmwZwWCQfv36YTQ2bKTuihUr8Pv9ZGZm1pgi3KdPH2w2G/n5+bHQl6jo2oXQ8P6PHnc8u3btAiJrY56shx56CJ/PR8+ePenevftJH/9bJgp+wgVDtlqxdOtGypjRWC+/HJ0jMbauX3TNvqODPKB2mAdE0ntlRzph1Ybfnwpl+VC5B0JeUEIQqK6V3tve2oxWisJudyGFISc+NUxICeMJVlFaXUilax92VUJVFfxhP8WeYjwhDyadCavBik7WxYI81hetZ/nu5Q2eYiEIgiAIgiAIJ8NisNAhuQOtElpR4Cqot+jnCrgocBXQKqEVHZI7nNflZyRJYuHChZjNZqZMmcKkSZNqrbenaRrLli2jW7dubN68+Ty1NKKoqIj27dvTvn37WtveeOMN1q1bR/fu3WtNWx05ciR9+vTh+++/P2Hhq6G2bdtWq3iYl5fHoEGD0DStzunD48ePx2g08sorr7Bhw4bY62VlZYwfPx6IrO9X37qG0em8Q4YMOW5QgtfrpX///uzYsYPbb7+defPmNShYIRqGMWHCBA4fPhx7/eOPP2bZsmW0adOGgQMHnvA8cHrP1sqVK1m8eDHNmzevlbDct29fhg0bRnFx8UkFvpyq0aNHY7PZYn0QdejQoVjS8cMPP1zjmEWLFrF169Za51q1ahX33nsvQK1gFpPJFHtt7NixNdavmzVrFjt37uSaa66JjQRsiP79+/PKK6/UOaJ0/fr1sULsrbfe2uBzFhQUcNttt7FgwQLi4+OZN29eg48VIsQafsIFR7ZaMWdlEa6sIFCwC9MlbWoFecAxYR6pqSBB6GBRJLm3uppwIIDOkYS5bSvkQ5siBb5gNRgsYIqvkd57fdF2kvx+ktUAW/Tg1IFHlomTZayqhoUwatCNXwnh0utwmJNEkIcgCIIgCIJw3vTK6IUzEJmWudu1G5POREpcCgbZQEgNUeYrI6AEaJ3QmqyULHpnnPp0wzOlc+fOZGdnM2jQIJ599lleeuklevbsSVpaGi6Xiy1btlBSUoLZbI6NmjtfQqEQ+fn5tV4/ePAgEydORK/XM2/evBrpuBApPr355pt06tSJKVOmcNttt9VYR++vf/1rbMpkeXk5AJ999hlXXHFFbJ+jC3QQKd7l5ubSqVMnUlNTOXDgAN9++23sWtFpjkdr2bIlr7/+OqNGjaJPnz707NkTu93O+vXrKS8vp2vXrsycObPOe/f7/bFRXieazvv444/z7bffotPp0Ov13HPPPXXud2yS7MiRI1mxYgX//ve/ad++Pddccw1lZWV8/fXXxMXFsXDhwljIREOcyrPl8Xi4//77AXjttddqTHuNmjNnDitWrOCNN95g2LBhNd6n4yksLKxR3MrLywMiwSDRMIyBAwfWKCSmpqYyf/58/vKXv3DTTTdx1VVX4XA4yM7OxuVyMWHChFrThlesWMGQIUPIzMykY8eO6PV68vPz+f777wEYOnRonUnMkydP5quvvmLNmjW0bduW3r17s3fvXjZt2kRaWhrz589v0H1G7d+/n3HjxvHQQw/RqVMnWrVqhaIoFBQUxNpy0003MWrUqFrHqqrK8OHDY/+uqqoiPz+f/Px8NE0jMzOTRYsW1VinUmgYUfATLkjHhnmEy8tRfH5kWQceT60wD01V8X63LZbcq/oDaMEg3jgL5SmtMZuysCVpSP5KcLQEk71Geq/Jc5g/+txcYUvFrgvxpeLCqZNpqrcTb0ogUdXY6S/GpQRw6JNFkIcgCIIgCIJwXhlkA/1b9yfRlIjDHFnPrzJQiaIq6GQdaZa0yDTe5A70zuiNXr4wfvXr1asXu3bt4s033+TTTz9l+/btVFZWYrPZyMzM5L777mPUqFE0bdr0fDe1TmPHjqWqqooJEybUOwKqffv2TJo0ialTp3L//fezcuXK2Lbc3Fw2btxYY/+ysrLjrm02dOhQFi5cyPfff4/T6SQ1NZXBgwfz6KOP0rlz53qPGzlyJK1bt+bZZ59l48aN+Hw+Wrduzbhx43jkkUfqLHBBZPpoVVUVXbp0iYUk1Cc6oktRFBYtWlTvfscW/GRZ5qOPPuLFF1/knXfeYfny5VitVgYNGsTUqVNPeN26nOyz9cQTT7Bv3z5uv/322HTaY6WkpDB79mxGjBjBmDFjyMnJadAIRr/fX+t9hsj7H3XppZfW2j548GCaNGnC9OnT2bhxI6FQiI4dOzJu3Lg6i6933nknmqaRk5PDV199hdvtJikpieuvv56RI0cyaNCgOttnsVhYvXo106dP55///CdLly4lKSmJkSNH8vTTT5OefnLrff773/9m5cqVfPHFF/z000+sXLmSYDBISkoKN9xwA0OHDuX2229HkqRYunaUpmmxAA69Xo/dbic9PZ27776bgQMHMmDAgFgSt3BypBPNtRbODkmSdmZlZWWdqbUpfo20UAj3mrX4c3Pxbt5MYO8eJJ0e2WxGios7Mo237uReNRBA8/vRJSSgcyRibN6UOONB7E0OI6W1h7gjsfVKEA5sQq3cjxqXhN5sxRvyskAtJ8dsorWtKXZdHAfDHn4OlONRvKSakiAhA2Qd/rCfykAlTaxN6JzaGcOR4I/c8lzSLGlc3/p6Lku77Dz24rkRXdMiISHhPLfk7LnY7vFCa+/5as+5vO7ZvNbZOPeF9owIFx7xjJye30L/XWz3eC7bq6pqbHRYZmZmrVFgQOyX3jPxi6w35CWvIo+D7oMElSBGnZF0Wzodkuqexnsmr308Z/s6Z+P856pvhIuXeEZOz2+h/46+x4b8/+BoHTt2JDc3N1fTtNMe0nhh/JlHEOoQDfOwXt4DXaIdvshGcToxNGuGLj4efUoKwaKio5J7fwnzUL1edImJmNu1Q7ZaCRTsAocOnT6ReDkfUjMjRb8j6b2arAO9+ZcgD1s8lfo4CsJuLoFIkIfix6Iq4HeBrMcfl0hl0IXD5CA1LhWDzkBICVHqK8UT8rCjbAcakYJ6fT9sCYIgCIIgCMLpshgsXJZ22W/iD82CIAhCw4iCn3DBk61WEm++GcXpwpuzFUPjxujsdrRQkHBpaa3k3mODPCSjEdMlbQgU7MJvicPaJhm5LB/0cZEAD58T0CF5DgPqkSCPNJw2C1TvY7e/kAothE9TkTUNDz68vsOEY8W+FDLiM9jr2kuprxRvyEtVsAp/2M8PZT8gIbGpeNMFN51CEARBEARBEARBEIRfJ1F5EC4KdQV5qB53reTeY4M8JKMRLRRE9bhRnE48ISuaZMTWvDVmaxi5+iCEfEh6M5rJDnEJsSCP/iW5JPp8OMJHgjz0Eh4N4jSwKgoWwqSGw2QEAhRU/sxhXxnOgBO9pEcv6zHrzVgNVkq8Jeyv3k+lvxJnwEn/1v0xyIbz3KOCIAiCIAiCIAiCIPxaiYKfcNE4NshDqaxEqapGMptRjwny0KemYmjWlMCePYRLS1G9XpSqasJl5WiBAAqZeErCmA1NscWDaohDtTdDl9QsFuRhcJdwpddND0tKJMgDH04tTFMV4k0JpJqSMPgq2Ovaw2GDHqek4TA5MOvNlHpLSTAmkGHLIN2WjivgEum9giAIgiAIgiAIgiCcE6LgJ1w0JIMB+4Ab0CUm4nck4dm4kXBZJMpe0zRkqzUyjfdIsS/48y5Chw/HwjyiowAlo4lwWQXBgJ9wciKKN4SlpYKW0DRS7FOCUF0C3nKwpGAxmLkJEy5NI0etorFkxK5PAIOFEFDqK8Kp6HHYW2DWm/GH/YS1MBaDhdS4VACR3isIgiAIgiAIgiAIwjkjCn7CReXoIA8tHELz+5CMJnQORyzIQzIaCezZc6TY90uYh+rxoGkaOocDc2YmistF4Od8iAtByEWcwwmmtFiQB7IBDJEioQWZDopGpQIFRolLdDJ2v4vScDVeJYheUzD7nPih3iCP6mA1Ff4KtpRswW6yc1Obm0TRTxAEQRAEQRAEQRCEM04U/ISLkmy1YuvVC8XpIlxSgjkzM7at3jAPrxfZakUXHw+Azm7H1DaTwI6NSHorcYfywWiEQBWEfGC0/nLBkI9e3mqcNiugsdtbjElV8GgKVZKKXlEoPUGQh1/x4wv7cPqdfLn/S1wBlwjyEARBEARBEARBEAThjBNVBuGiZc7KwrNxE8H9+1BcLnR2O0Bszb5jwzyOTu6NFQWrqwn7JJSiILLFSoo+DzlUDiEvSLpIim/QA6qCIS6Z/uEwiZqKQ/FSJkvsMEj4kTADCScI8rAYLMiSjCfkwRlwknM4RwR5CIIgCIIgCIIgCIJwxomCn3DRqiu5V2e3o1RXo/l9yJbIdNkayb0pyQSLimJFQc3vQ/H50UJB3LIeSU3AbPJgS6xAohoMFjDFg9EGmoIh5OdKTwU9LCnkGWQ0PPyAD6umkWG0HzfIA8AT8hCnj6OprSmNrY1FkIcgCIIgCIIgCIIgCGecKPgJF7Vjk3tlk5lwlQvVH0BCqpHcq0tJRvX5CZeVxYI8ZIsFWdahVKsoAR3eMhNhWyMUv4K9VQgppRWY7GBxwMFt4KuIBXlcBmhoSCEvJXod6ccJ8ojyhrxYDVbijfEiyEMQBEEQBEEQBEEQhLNCFPyEi9qxyb3hsjLCpaVowSAAusTEWHKvpqqECgtrBHkA4PGgms3oMzIwNWsWCfIIO9CVVBPfOgPiHODcXyvIAyArpLJZ1dgv63AZDNg1hdKQG68aQq+FMbsPR4432vCroVh6b6IxkYPugyLIQxAEQRAEQRAEQRCEM04U/ISL3tHJvf68PHR2O96cHFS3G3O7duhTUkAC73fbagV5QCTMQzKbkeLjawR5+I02rEV5yBkd6g3ysHgr6GCLp1JvpsB3mEsUjWo1gB8Vi6KC5gQ1jN9XTiUadlsTVE1lZ8VOEeQhCIIgCIIgCIIgCMJZISoKwq+GbLVi6dYNc4cOlL/7Ht6crchWK5LRSOhgUa0gD6gZ5qFLTkYLBVE9bpSADs8BL5pixFbyHeZ4N7JaO8gDSzK94hrh1JwQqma36qdCAp9EJKBDAm/YSxgFu86C6i3DH5eMK1QlgjwEQRAEQRAEQRAEQTgr5PPdAEE406JhHsZWrQgU7EJxuWoFeUDNMA85KYlw8UG8323D/9PPKNXVBMt8ePYFcO23UL5DonpPGM1fBeFAJMjD3hQcrTAY4+jvDfB7n5+ukoVEnRFFBo8MAUnGarDSRJ+AWQkiB324PIdwmBykWlKxGqwYZEMsyKO1vTW7q3aTW5bLuqJ157EXBUEQBEEQBOHs8Hg8zJkzh6uuuoq0tDSMRiMOh4OePXsyefJk9u/fX2P/KVOmIEkSU6ZMOe55W7ZsiSRJ7N27t8brw4cPR5Kkej/eeOONBre9vLycRo0aIcsy69evr3OfcDhMp06dkCSJd955J/a6oih8+OGHPPLII/Tp0wer1YokSQwfPvyE192wYQMDBw4kJSUFs9lMu3btePzxx/F4PMc9LhQK8cILL9CjRw8SEhKw2Wy0a9eOkSNHUlRUVGPfE/VT9OPo98fpdLJo0SLuvPNOWrVqhdFoJD4+nssvv5wXX3yRUChUZ7vy8/OZO3cud955J5dcckns3Me+dyfrZJ6tQCBAhw4dkCSJxYsX13vO/v37I0kSkydPbnA79u/fz6uvvsrdd99N+/btkWUZSZJYu3btCY9ds2YN1113HUlJSdhsNi6//HIWLlxY577hcPiE71c4HK7zWJ/PxxNPPEHbtm0xm81kZGQwatQoDh482OD7rMu+ffuYMGECXbp0ISkpCaPRSOPGjenXrx+vv/46bre7xv5NmzY9Yd/Mnz8fSZLo27fvSbUleu7CwsJ698nOzq5x7ujnJ/MxatSok2rXuSJG+Am/SseGeYTLy1F8fmRZF1mz75gwj1AggFpeBlXVNUYBSvZGhCULwUofYa+CoinYr2iDZEmE+LTIxQ4+pnpLAAAgAElEQVRswuCt4EpLKj1kI3bNzZdKEKdOpqkunnhDAomyiZ3+ElzhKhyaHfNRI/dEkIcgCIIgCILwW7F+/XoGDRrEoUOHsFgsXHHFFaSlpeFyudi8eTMbNmzgueeeY/ny5Sf9y/2J9OvXj8aNG9d6PTMzs8HnSE5OZu7cuQwdOpTRo0fz3XffYTQaa+wza9Ystm/fzlVXXcXIkSNjr1dXVzN48OCTbvcHH3zA3XffjaIodO3alRYtWrB161aeeeYZli9fzpo1a0hISKh1XEVFBddeey3/n717j4+qvhP///qcc+Y+yUwSkiCIKKAIWG8FewEttnW19X5ru16+VUvdtq7Vr9aqa23dllrdtbbbqrVrtdp29We1XX+WddcWq+sdlIioIBYCCiGE3GYymZkz5/b5/jFkTEhAEJJweT8fjzzIzDlzPu9z5kAybz6f93vJkiXst99+leu5atUqfv3rX3PJJZcwfvz4yv5z5szZagwrV67k5ZdfZuLEiUyYMKHy/G233cYPf/hDlFIceeSRfOxjH6O9vZ0XXniBxYsX8+ijj/Lkk08Sjw/8TPOLX/yCf/u3f9vha7EtO3pvRSIR/v3f/51PfepTXHnllZx44onU1tYOOOZDDz3EE088wdSpU7nhhhu2O5bf//73XHPNNTt8Dg8//DDnnXceWmvmzp1LbW0tCxcu5MILL+TNN9/klltuGfJ1VVVVnHXWWUNuM4zB87wKhQJz587llVdeYdy4cZx22mmsWbOGe++9lwULFrBo0SImTpy4w/H//Oc/51vf+haO49DY2MgnP/lJqquraW1t5dlnn+XPf/4zP/jBD1i2bBljxozZ4eOPhHHjxvHlL3950POPPPIIhUKBz33uczQ0NAzYNnv27JEKb4dIwk/slbZs5lF45RX8TAadz6OjUYxEYkAzj6DtXYJMlnBdHSoaJcjn0Vpj1tQQnToVv2scpdeeBVXA3GBRNXPzD7ktmnnEgTNci2wATVaIsdE0KSPMhmInBa+IFQREnTz0tkGycUAjj/pYPa7vlpf32hkWty7GDVxmj5/NtNppkvgTQgghhBBDCvJ57OXLcTdsIHAcjHCY0PjxRKdNw0gkPvgAI2Tp0qV85jOfwbZtrr32Wm688UYS/eILgoDHHnuMb3/729uckfNhXXfddcydO3enj3P++efz29/+lieffJJbbrllwMyvVatW8f3vf59oNMovf/nLAa8LhUJceOGFzJw5k1mzZrFy5UouvvjibY61fv165s2bh+/73HvvvZUEouM4XHTRRTz00ENcc801g8bSWnPOOeewZMkSvve97/Gd73wHy3r/439zc/OgJOG8efO2OlPpi1/8Ii+//DIXXHABSqnK84lEgm9/+9tcdtllHHDAAZXn//a3v/HZz36W559/nvnz53PzzTcPON5HPvIRrr32WmbNmsXMmTM58cQTWbly5TavxbZ82Hvr2GOP5dJLL+WXv/wl3/rWtwbMyOzq6uLKK69EKcW///u/E4lEtjueyZMn83//7/9l1qxZzJo1i6997Ws89dRT23xNe3s78+bNQ2vNf/7nf3L66acDsHHjRj75yU9y6623csoppwyZmG1oaOD+++/f7vi+//3v88orrzBnzpwBCdl/+Zd/4dprr+UrX/kKCxcu3O7jAdx5551885vfpKqqivvuu4/zzjtvwL2Sz+e54447mD9/Pvl8frdN+E2fPn3Ia7lw4UIKhQL/9E//tM3k+O5EEn5ir9W/mYeZTsFfFuJnMoQmTMCsqhrQzCPIZDHT6crMvqBQwEgkMKuqADBrxxCZPJnSO29jr1xNYsoYjHT94GYe22zk4RLXGnQRip3Yvk03mprkOOpidbT0ttBebKfgFsg5OTrtTop+kWwpy+LWxdLMQwghhBBCDKBdl97nnsdevhyvowO/uwvt+SjLxKypJf/yIqLTp5M87liUNbq/Q2qtufDCC7Ftm5tuuonvfe97g/YxDIOzzjqLz3zmM6xbt24Uotx+d999N4cddhg333wzX/ziFyuzBC+99FJs2+bmm2/m4IMPHvCaRCLBb37zm8rjd9999wPHuf/++7FtmxNOOGHAbMFwOMwdd9zBggULuO+++7j55pupq6urbH/kkUd4+umnOffcc4dcCj1p0qTtPteenh7+9Kc/AXDhhRcO2Hb99dcP+ZqDDz6YW265hfPOO4+HHnpoUMLvK1/5ynaP/0F29t669dZbefzxx/n1r3/NhRdeyPHHHw/AVVddxaZNm7j00ks57rjjdiimM888kzPPPHOHXnPPPffQ29vL2WefXUn2AYwdO5Zbb72VL3zhC/z4xz/e6WRTqVTirrvuAuCuu+4aMPvymmuu4Te/+Q1PPfUUr7/+OkccccR2HXPt2rVcffXVGIbBggULhrxeiUSCa6+9ls997nNUbf6cLYaX1PATez0jkSB95pnEZ83CrKslNHYsoXHjUOEwXnt7uZmHaaI2/49N/0Ye1pgxaNfB3dCCa4fxSgaFjYrM068SvNsEhU7w7PJXbiMUujY38pjAdEJMcl2avV7Wa5eiAlcp8krRHjh0O1lqfJ86t4TtFnkv9x6t+Vbybp6IFSFshImYEdoKbTRtauLFlhdZ0LwANxi6DoYQQgghhNh3aNcl+6cF9D7/PIWmJXhtbRjVKazGRozqFF5bG4WmJfS+8DzZx/+E3kottZHyP//zP7z55pvsv//+H7g0MpVKcdhhh41QZB/OgQceyPe//31KpRKXXnopWmvuvfdenn76aQ4//PAPtZxzKEuWLAEYcmZibW0thx9+OJ7n8V//9V8Dtt1zzz0AXH755Tsdwx/+8AeKxSKzZs3aoeXPfcmina0J90F29t5KpVLccccdAPzDP/wDtm2zcOFCHnjgAfbbbz9uvfXWYYu9v7738Jxzzhm07bTTTiMcDvPkk0/iOM5OjfPss8+Sy+WYOnUqH/nIRwZsU0px9tlnA1SSvNvj5z//OaVSib//+7//wOTojBkzSKVSOx642GEyVUjsE/oaeXjdXZRWryIyeQpmKlVp5qE2/69G/0Ye1pg6nJaWSlJQ20V818TvtcGM42MTjWVJ1pVQALEaCCch2UiIgJO720i7NjXROK+aHhk88mhiQMKIELdi1HsOgZ1jfdBMRmlqIjVErSh5t1x8Nx1JM7V2KtlSltXZ1ZXn5k6YOyrXUQghhBBC7B56n3ue4ptv4qxprvxu21+ooQE/m6W0ehUAZjpN1aePH41QgfeTGeeee+6ApaUj6Y9//CN/+MMf8H2fgw46iFNPPZVDDz10yH3Xrl3LQQcdBJRnkA3liiuu4MEHH+TZZ59l/vz5/OQnP8EwDO65555ddo59TTlqamqG3N43q+/111+vPOe6Ls8//zyWZXHMMcewbNkyHnnkETZt2sT48eM5/fTTt3vmFlBpGHHBBRfsUOzNzc0AQ9ZN3JV2xb111llnccYZZ/DYY49x/fXXV5JdP//5z0mn07ss1m1ZtmwZAEcfffSgbZFIhOnTp7N06VJWrVrF9OnTB2zv7e1l/vz5rFu3jkQiwVFHHcVZZ501YFlzn757Zahx+j/fF8/26HsPzjvvvO1+jRh+kvAT+4wtG3kYkSheT5bALqFDAX6hgNK60sgjKNrlpRGZDMqyMOJxDMNEK4WvExTaQ3hV9fiuRWqyRjXM2HYjD1UkEzjsr0JUWdXUx+rAK7G02EImsKhJTSRqlZcU92/kAUgzDyGEEEIIUdFXs89Zu2bIZF8fM5UiMnkKpebV2DW1JD52zKjV9Fu6dCmw9STDSPj5z38+4PG1117L17/+df7t3/7tQyWKTNPkV7/6FbNmzarU8bviiis45phjdkm8APX19cDWl/+uWbNm0Pbm5mZs26axsZGf/OQn3HDDDQRBUNl+0003ccUVV/CTn/zkA8dvaWnhmWeewbIsvvSlL+1Q7H1NOfovTx0Ou+reuvPOO/nrX//KT3/6U6Acd99st+HW1dVV6V67//77D7nP/vvvz9KlS3n33XcHJfza2tq48cYbBzx31VVX8dvf/paTTjppwPN9nYq3NQ5s35JzKHf77au/OJp/v8VgsqRX7DP6GnkkZ88hfvRHsRoboeSgHQddKqESCUL77UdowgRUJLo52bd5tl99fbnRRyiEEY0SOmAikRlH45TSFAt19G6MQCQJZri8tHdAIw+DM0gy0zep1TDWiDAukiZU6qW91EXBd7C8EtFiBgIf27MHNfLY0LuBjfmNdNldvNr2Ko+teoyCWxjtSyqEEEIIIUZBX80+IxLdarKvj5lKlf+ju6MDe8WKEYpwsM7OTuD9BNaH8c///M8opSpflmVhWVbl8dYSFEcddRR3330377zzDoVCgebmZu68807S6TR33XXXkMtvQ6EQU6dO/cAlrEceeSSf/vSnAaiurmb+/Pkf+vyG0rc88qGHHhq0lPPVV1/ljTfeAModgPt0d3cD5Wt+/fXX87WvfY3Vq1fT0dHBvffeSywW46c//Sl33nnnB47/H//xHwRBwIknnjioM+m23H333SxcuJB0Os1111233a/7MHbFvQXl7qx9SU2l1C7vIrwtfck+gFgsNuQ+fbP1+r/XSim+/OUv8+STT9LS0kJvby9NTU2cf/75dHR0cMYZZ9DU1DTkWFt2Tt7WONvS1dVV+X53bcQxYcKEAf929P864YQTRju8YSMz/MQ+pX8jD3vFCsxUikJTE242S2jKFOL77Vdp5OFnMlg1tZVGHjCwmYeZShE5eCqlNxZhh5MkWlZgjJ82uJEHEHdLTHOLdEcjrNYOk3s3kPI9ctrBNgLivv+BjTxs36boFcnYGZ567ymypaw08hBCCCGE2Ae5Gzbgd3dhbueHa3PMGPzuLtyWFpg5c5ijGz5HHHEERx55ZOVx31Lbvk6gjz76aGUJbH9XXHHFgMcHHXQQ3/jGN/jUpz7F0UcfzR133MFVV13FhAkTKvuMHz+et99++wNjev755/nLX/4ClJtb/PnPf+ass87a8ZPbivPPP5/58+fz3nvvcdppp3HbbbcxceJEXnrpJb761a9iWRae52EY78/l6ZvN53ken/vc5wYk9i655BJs2+ayyy7jRz/6EZdddtk2x+9bzrtls45tee6557jiiitQSnHfffcxbty4HTnlUbN69Wp++9vfAuV76w9/+ANXXXXVKEe1baZpDuooe9RRR/G73/2O8ePH8y//8i/ceOONg2o87mvOPffcrSY4W1tb+fOf/zzCEY0MyRKIfZKRSBCfOZPotGl0/vp+ehYvwojHUeEw7oaWciMPyxqY7OvXzMNMp3A3tODncnhFRaGlhJlIklYrMNxOcAugTCjlwMlD4DM7VksmKAIBzbqXCIqcYWArBRoKgYPneNSYiUojjw67k0wpg6Us4qE4hjLIu3kypQxNm5rotrvJlDKcPOlkQkZo9C6oEEIIIYQYMYHjlLvxhrbv9z8VCqE9n2Ani/3vjL5ac+3t7R/6GGecccaAjrO+7wPlpAfAM888M2TCb2tmzJjBaaedxqOPPspTTz3FRRddtEPxOI5TadjxjW98g7vuuotvfvObnHDCCbusC2kymWTBggWccsopPPnkkzz55JOVbVOmTOHqq6/m1ltvHVDjL5lMVr6/+OKLBx3zoosu4rLLLqOlpYVVq1YxZcqUIcdetmwZb7zxBtXV1Zx22mnbFe+bb77J6aefjuM4/OxnP9vhTrUfxq64t6DcsKNYLDJv3jweeOABvvvd73LOOedwwAEHDNhv+fLl3HbbbZVEc58bbrhhUGfm7dX/PSsWi0Mmp/ru7e29t6699lpuu+02nnrqKTzPqyxb7xurUBh6xdhQ49x888288847A/abMWMG11xzDbW1tZXnOjo6drhm45bXcShbJveh3HzkvvvuG7TvT37yk0E1L2+//fatLmFeuHChJPyE2Bv1NfMotLXhrllDOByuNPIw+v0j29fMw0ynIAgovvnW+408ija+54ERwncTRCN5kukuFDkIxSFSBeEkIe1zsgtpp4uaaJwOU9GBg4uPMhSpD2jkAZB388SsGPsn92dsYqw08hBCCCGE2AcZ4TDKMre78652XZRlYoTDwxzZ1h155JG88MILNDU17XDzh+HUl6BpbW3d4dfefPPNrFixglNOOYU777yTTCbDgw8+yD/90z8Nqhe4M4444ghWrlzJ73//e5qamvB9n6OPPpovfelL/OhHPwLKyZc+EydOrHx/4IEHDjpePB6noaGBTZs2sWnTpq0m/Ppm95199tlbXWba35o1a/i7v/s7uru7uemmm3ZJh+DtsSvurfvvv5+nnnqKI488kl/84hc0NDRw8803c9lllw3qVrthwwZ+85vfDDrGvHnzPnTCr6amhmQySW9vL+vXr+eQQw4ZtM/69euBge/vttTW1lJXV0d7ezvd3d2VJc99Ccy+423POE888QQvvPDCgP0+85nPcM011xCLxZg6dSorV66kqamJz3/+89sVX5++5ObWEpD9t/VvQvLOO+/wwAMPDNp3/vz5W21ys6+RGn5in5c8dg7haYdiHXggpebVOOvW4RdtAtclyOfx2tvxu7sx0inwA3zbxm1tJcjnUZEoRiKBsix8x6TQEaE320B2YyM6VA1jDoaGGTDuSFAmoWI3c0P1fNmo4fM6wSd1lIkeVGFwsFXNkbGxjI810ulmyNjd1IRTlWQflJt5RM0ocStO3s2jUCxqXcRjqx7jhZYXpK6fEEIIIcQ+IDRuHGZNLX5Hx3bt73d0YNbUEho/fpgj27qTTz4ZgEceeQTP80Ytji311bsbqpvptqxYsYIf/ehHJJNJ7rrrLuD9mUV33XUXixcv3qVxxuNxLrroIn72s59x55138pWvfIVEIsGLL74IwNy5cyv7plKpSofhvvPrLwgCMpubGfafWbblPg899BCwfct5W1tbOeGEE2htbeWKK67ge9/73g6d387Y2Xtr06ZNXH311ZimWemwfOONNzJlyhQWLFjAo48+OmD/z372s3ieh9Z6wNecOXM+9DkopTj88MMBBtXcAyiVSixfvpxYLLbVBO2WPM+r1OHrf3/3dWgeapz+z/fFA+Wl61ue78KFCyvb+96DBx98cLti669v5l1fV+eh9G3rP0tv3rx5g2LSWm91Jt++SBJ+Yp+nQiHiJ51E9OMfKzfzSNeA76HzebRtY2xu5mFEomjDIMhmhm7kMWECkSmH4OTCFPM19LbFoHo8pCdAoWtQI4+PEmGeG+YYD9IqRCJSRQhod3spBC6WZxPt3QR29v1mHoGH4zu09Lbwt+6/samwiayT5e2ut3n47Yd54K0HeGbdM3jB7vNLlBBCCCGE2LWi06djjRlDULLxs9lt7utnswQlG2vMGKLTpo1QhIOddNJJzJgxg/Xr1/PDH/5wm/v29PTw1ltvDXtMpVKpUttsR7qLaq356le/iuM4zJ8/v1L7r6GhgX/9138lCAIuvfTSYU9sLlu2jP/93/9lxowZzJ49e8C2viW4zzzzzKDXvfzyyziOU5mZNZRnnnmG9evXM2HChAHJxKF0d3dz4oknsnr1ai6++OLt6v67K+3svXXllVfS1dXF5ZdfzszNNS6j0Si/+MUvAPjmN79JT0/P8ATfT1/SbMsEI8Djjz+O4ziceOKJhLdzpu4TTzyBbdtMnTp1wBLh4447jmQyycqVKytNX/r01S4EOPXUU7c79ssvv5xwOMxDDz3Ec889t819ly9fTrbfv1t9jWm2VmfQ932eeOIJAI499tjtjklIwk8IAJRlETv2WOouvoiqEz5L5MCDMKuqCE+aRPSQQ4gdNgMMgyCbHbKRh4rFBjTycLoD7GySoGUFFLuHbOSBWyRe6GKaVcVBVjWri5vI9qwjV+rG1gFxzwU7A/l27Oy7dOVaAI0TOGwqbiLv5omYEVKRFGhozbfStKmJF1teZEHzAtxg+5Z4CCGEEEKIPUtfWZrwQQdRWr1qq0k/P5ultHoV4YMOIjp9OsYOzmLblZRS/O53vyMajXLTTTdx/fXXD6q3p7Xm8ccfZ+bMmbzyyiu7ZNy3336b3/72t5RKpQHPt7e386UvfYl169ZxxBFHDEqYtbS0cOihh3LooYcOOubdd9/NCy+8wKxZswYtW73kkks47rjjeP3113dZ4mvp0qWDkocrVqzg7LPPRms95PLhK6+8knA4zB133MHLL79ceb6jo4Mrr7wSKNf3i0QiQ47Zt5z3/PPP32aNtUKhwMknn8wbb7zBF77wBe65557tqsm2K+3MvfXf//3fPPTQQxxwwAGDOix/9rOf5cILL6S1tZXrr79+2M/jq1/9Kslkkj/+8Y88/vjjlec3btxY6XR89dVXD3jNgw8+yJIlSwYd6+mnn+Yf/uEfAAY1ZolEIpXnLrvssgFLaf/1X/+Vt956i8985jOVmYDb48ADD+THP/4xQRBwyimn8OCDD1bq7vUpFovcfvvtzJ49e0AH4Hnz5pFIJFiwYAH33nvvgNf4vs91113HqlWrmDhx4ojUhNybSA0/IfoxEgnSZ56Jn8lSaFpCaOxYzFRquxp5WGPGoF2HIN+LXzLJryug/TDJtteIVvViBIMbeRCvY3asgYzOgJujObDpUlBUlBt0KCh4BTx8LCOMF/h44QS1sbrKUl9DGQQ6oDHRyPjkeKnrJ4QQQgixD0geOwd/87LMUvNqjEgUc8yYcoMO18Xv6CAo2YQnTSI24zCSx43+zJgjjzyShQsXcvbZZ3PLLbfws5/9jE984hM0NjaSzWZ59dVXaWtrIxqNDuiYuzM2btzI//k//4crrriCmTNnUl9fz4YNG1iyZAm5XI7999+f3//+94OSVK7rsnLlykHH27BhA9dddx2WZXHPPfcM6I4L5eTTL3/5S4444ghuuukmzj333AF19L7xjW9Ulkx2dnYC5ZlNH//4xyv79E/QQTl5t3z5co444gjq6+tZt24dL730UmWs448/flCcBx54IL/4xS+YN28exx13HJ/4xCdIpVK8+OKLdHZ2cvTRR3PrrbcOec1s267M8vqg5bw33HADL730EqZpYlkWX/nKV4bcb8tOsk1NTXzjG9+oPH733XcBOPPMMytJyHnz5jFv3rxtjt/nw9xb+Xyer3/96wDcddddQy7rvv3223niiSe4++67ufDCCwe8T9uyfv16zjnnnMrjFStWAOXGIH3NME4//fQBicT6+np+9atfcd5553HGGWdw/PHHU1NTw8KFC8lms3z7298etGz4iSee4Pzzz2fq1KnMmDEDy7JYuXIlr7/+OgAXXHDBkJ2Yv/vd7/LXv/6V5557joMPPpg5c+awdu1aFi9eTGNjI7/61a+26zz7+8d//Ee01nzrW9/i/PPP5+qrr2bWrFkkk0na2tp4+eWXKRQKjB8/fsC1Hj9+PPfffz/nn38+8+bN47bbbuOII47A930WLVrEunXrqK2t5eGHH97u2Y2iTBJ+Qmyh739Mve4uSqtXEZk8ZZuNPKyaGqwxdTgtLXjt7QSFQrl7r+OgXY3vxskHeaJxj+TEHlQkUWnkQbKREAEnd7eRdm1qonFeNT0yOOQ1xJRBIpQgqjU9Xi9eoKmNVA+o6xfoAEMZmMokFUkxOTWZ5mwzNdEajhl7DPHQ0O3HhRBCCCHEnkuFQqROPQUzncauqcXr6MDv7ip377VMrMbG8jLe6dNJHncsyto9PvrNnj2bVatW8ctf/pI//elPLFu2jO7ubpLJJFOnTuVrX/sa8+bN22V1uA455BCuvPJKXn75Zd544w06OzuJRCIccsghnHrqqVxxxRU7VOD/sssuo6enh29/+9tbnQF16KGHcv311/PP//zPfP3rX+e///u/K9uWL1/OokWLBuzf0dFBxzbqMV5wwQX87ne/4/XXXyeTyVBfX88Xv/hFrrnmGo488sitvu6SSy5h0qRJ3HLLLSxatIhiscikSZO4/PLL+da3vrXVuoWPP/44PT09HHXUUUyfPn1bl6NSI9D3/W3Wb9sy4dfT0zPoOkB5NmOfk046aZtjb2lH763vfOc7vPvuu3zhC1+oLKfd0pgxY7jtttu4+OKLufTSS2lqatquGYy2bQ95fsuXL698f9hhhw3a/sUvfpH99tuPH/7whyxatAjXdZkxYwaXX375kMnXv//7v0drTVNTE3/961/p7e2ltraWz3/+81xyySWcffbZQ8YXj8d55pln+OEPf8jDDz/MY489Rm1tLZdccgk/+MEPGDdu3Aee41Auv/xyTj31VO68807+8pe/8Oyzz1IoFKitrWXOnDmcddZZnHfeeYO6EJ9zzjlMmzaN22+/naeffprHHnsM0zSZOHEiV155JVdffbXU5vsQ1JbTLMXIUEq9NX369OkjUZtCfLC+mgzV1dVAuZNZ9k8LKL71Js6aNXidnfi53krNvqBQQHseVk0N5pg60JR/ycpkyr9MmSbatsszBJNxgo61hCNZYnU+qY8fgoqnoaqxPPi6xZBdB/ExFEJhHqOXp/wsGdNg/1ANVZFqPB2wxukm7xeoj9SWawMaJgDthXYSoQQH1xxMfaye9mI7K7tWkgwlOarxKGaPn8202mnDmvjb8vrtjfa0c9zd4h2teEZy3OEcaziOvbvdI2L3I/fIztkXrt+edo4jGW8QBJXZYVOnTh00CwzKCRIA0zR3frx8HnvFCtyWFgLHwQiHCY0fT3TatCGX8e7KsbdluMcZjuOP1LURey65R3bOvnD9+p/j9vw86G/GjBksX758udZ6xjZ33A67x3/zCLGb2fJ/TAuvvIKfyZQbeUTLnXmNeByrvh4dBLjr1+Nnuiv1/YJ8Hq01Zk0N0alT8bvGUXrtWVAFzA0WVTM3L1HIvLdFMw84w7XIBtBkhRgbTZMywqwstGH7NvHALzfxMCxINmIHLp72iFkxCsAI5HEAACAASURBVG6Bpb1LKbgFck6OTruTol8kW8qyuHUx0+qmMWf8HCxD/toLIYQQQuxNjESC+MyZsLnhgBBCCCGf/IXYChUKUfXp40l87BjMdAr+shA/kyE0YQJmVRXWmDGgoPDaUvxMZkAzj6BQwEgkMDfXZzBrxxCZPJnSO29jr1xNYsoYjHT94GYefY08klV0W1FWFzcx2df4gU2Ah6E16CIUO7F9m240qeR+OIHDhvwGMqUMlrKIWBHwIGJGaCu08V7uPbrtbjKlDCdPOpmQERqtyyqEEEIIIYQQQohhJgk/IT7A1hp5AEM28xiqkYfX3o5vh/FKBoWNGvPpV0kf3YgR5MCzywM5vVtt5JFR4BqKIhAAhcDBczxqzASq2I0fTZN1e6iJ1BC1ouTdcleqdCTN1NqpZEtZaeYhhBBCCCGEEELsIyThJ8R2GKqRh5lKDWrmsa1GHtou4rsmfq8NZhwfm2gsS7KuhAKI1Wy1kcdyM6AXlyw+KRQJI0LcilHjlehyimz0bWqqxleaeRTcAolQgqpweYahNPMQQgghhBBCCCH2HZLwE2I7JY+dg5/JAFBqXo0RieL1ZAnsEgo1qJFHULQHNPIw4nEMw0Qrha8TFNpDeFX1+K5FarJGNcwY0MgjVOhibryeY4wwr+kSj9DLmsCnUZk0WNXUx+pod3poKbVjqQjRzct0bc/G0x7xUJz6WD2u79JebCfn5Oiyu3i17VVSkRRnTDlDkn5CCCGEEEIIIcReSBJ+QmynLRt5eB0deO3taMcBwEynt9nIA4DNTT9CB0wkNHYspb+tBMPA3Jij6qAkmOEhG3nMJobrl3jRt2kOWyRCcUKlXnJuDjtwibsaetuwY2m6nSw1kRrqYnW09LbQXmyn4BawfZuiVyRjZ3jqvafIlrLSyEMIIYQQQgghhNgLyad8IXZA/0Ye9ooVmKkUhaYmgt5eooccss1GHjCwmYeZShE5eCqlNxZhh5MkWlZgjJ82uJEHgFtkdiFHJpkANM2FViKBT0772CqAoEShuAmvL9kXrcX2bDqKHZVGHvFQHEMZ5N08mVKGpk1N0shDCCGEEEIIIYTYC0nCT4gPwUgkiM+cSXTaNDp/fT+FpiUYiQQqHB6ykQcMbOZhplO4G1rwczm8oqLQUsJMJEmrFRhuJ7gFUCaUcuDkIfAJxeo42fNI64Aav0CHoegIKVwUCkj5PnE86j2PILeJ9ZZBZnMCsK+2X97NE7Ni7J/cn7GJsdLIQwghhBBCCCGE2AtJwk+InTBUM48tG3nA+808zHQKgoDim2+938ijaON7HhghfDdBNJInme5CkYNQHCJV5WYe2ifk2szNd3FMfAwrQgYpirymC/TqgIPDKeojtVDsZGlQImMwoJEHvN/MI27Fybt5FIpFrYvYVNxEyAhxVMNRUtdPCCGEEGInKaUq3wdBgGEYoxiNEEKI0RIEQeX7/j8bRoIk/LaTUuojwGvARq31/qMdj9h9bNnMw+vsxC/aGIYJ+XylmYeZToEf4Ns2QTY7sJFHPo/vmBQ6InjJBnzbJ3WQixpzEERSEK+BDUuh2AXxMcRDUT4KTCPEA26eppBJwowRsiJsMAwKpQyWaREtZiAUg3ASO3DxAg/Hd2jpbaHkl7B9m6yT5e2ut3n47YdZ1r5M6voJIYQQQuwkpRThcBjHccjn86RSqdEOSQghxCjI5/MAhMNhSfjtxn4KdI52EGL3s2Uzj8Irr+BnMujNDTqMRKI82y/oS/Zlhm7kMWHC+408vBrMthxVk8ZDrGZQI48+cbfENE/THYmw2s8xuSdHLihha5+4pyG/CUJx7GInXWhUKIYTOGwqbqrU9UtFUpS8Eq35Vop+Uer6CSGEEELsAlVVVXR2dtLW1gZAIpEYMNOvb9bHSH8AHMmxh3uc4Tj+aL4vYs8g98jO2ReuXxAEBEFAb29v5WdAVVXViMchCb/toJQ6A5gE3AdcOMrhiN1Q/2YeZjoFf1mIn8kQmjCh3KAjnSov481mt9nIw4jHMKrTFN5+D3eTxsstIjJlCtGqPMYQjTwodDI7VkPGdyFwaQ5suhQUlYGhIU9AwSvg4WMZYbzAxwsnqI3VVZb6Gsog0AGNiUbGJ8dLXT8hhBBCiF2grq6OfD6Pbdts2LBh0HatNTA6H3pHauzhHmc4jj+a74vYM8g9snP2heu35TlGo1Hq6upGPA5J+H0ApVQYuA24Dpg2yuGI3ZyRSJA+80z8TJZC0xJCY8diplIf3MgjFsPP53HWrycoFPCLPkHRJSiZRNreIh8uEU07JKcY5dp+mxt5EK8jpBQne5D2ctRE47xqemRwyWtNTBkkQgmiWtPj9eIFmtpI9YC6foEOMJSBqUxSkRSTU5NpzjZTE63hmLHHSE0/IYQQQogPwTRNDjjgADo7O8nlcjiOM2B73ywX0zRHPLaRGnu4xxmO44/m+yL2DHKP7Jx94fr1nWMsFqOqqoq6urpROd89NuGnlPoocAJwzOav8QBa622miZVSMeB64EvAAUAX8D/AjVrrliFeciXQrrV+WCl10y47AbHX+jCNPLTj4G7YgJ/JlGv7VVWhPRdiYTzPwel28HI+fqmH1LQEKrq5kUe8DvIdhPLrmRuv5xgjTEr38pT2yeiA/c0IVaE0ng6wdYDrF4h6TjlZaJT/welr5FEVrsL1XfJunoydYXHrYtzAZfb42UyrnSaJPyGEEEKIHWSaJg0NDTQ0NKC1rsz6AOjp6QGgurp6xOMaqbGHe5zhOP5ovi9izyD3yM7ZF65fT08PSqlRr9+6xyb8gBuB03fkBUqpKPBX4ONAK/D/AwcCFwOnKKU+rrVu7rd/I3ADcNIuilnsI7a3kYdVUwNKEfj+gNp+QbFIkM9j1k8kOnUK/urFlP72DnQFmJkGqg6fCFWNkNsImXcrtf3iwBkkybo5mkImY60kKTPKykIbtm8TD3yws2BYkGwsN/LQHjErRsEtsLR3KQW3QM7J0Wl3UvSLZEtZFrculmYeQgghhBA7QSk1YAlbXz2/0ejgO1JjD/c4w3H80XxfxJ5B7pGdsy9cv93l3PbkT+4vAcuAVzZ/rQUiH/Ca71BO9r0E/J3WuhdAKXUV8GPKNfrm9tv/ZuB/tNYv7crAxd5vext5WLU1uJ1dBBs3DqztFwTlXwhNE8ww5uRjiLglSmvfxe6ySETHYpghKPWUa/n1q+03VCMPP7AJ8DC0Bl2EYie2b9ONJpXcDydw2JDfQKaUwVIWESsCHkTMCG2FNt7LvSfNPIQQQgghhBBCiD3EHpvw01rf2v/xBxV83FyL7x83P7ysL9m3+Vi3K6W+DHxKKfVRrfUSpdRhwAXAx5VS6c27RsuHUmmgoLUeWIhDiH4+qJGHNWYMXkc7en3L4Np+/Rp5aNfBa2/HL1p4JYvCinWYiTDpYz+CEXigg8ry3K018sgocA1FEQiAQuDgOR41ZgJV7MaPpsm6PdREaohaUfJuuXV4OpJmau1UsqWsNPMQQgghhBBCCCH2EHtswu9DmA2kgNVa69eG2P4ocDhwKrAEmAKEgaYh9u0Gvg7cPTyhir3J1hp5AFut7TdUIw9dLOI7Cj8fwJLV+J3tRMdAss4pN/Kws1tt5LHcDOjFJYtPCkXCiBC3YtR4JbqcIht9m5qq8ZVmHkPV9VMoFrUuYlNxEyEjxFENR0ldPyGEEEIIIYQQYje0LyX8jtj851AJvP7PH775z+eB47fY5yLgZOBc4J1dGZzYuw3VyMNMpdC+jw40avMa/2028ojHMcwGdKYD31MUNnh4OQe/0yc1qQeV2m+rjTxe0yUeoZc1gU+jMmkwk9SrCO24tDhZLDNE1C2CEdpqXT/bt8k6Wd7uepuH336YZe3LKnX9hBBCCCGEEEIIsfvYlxJ+B2z+c/1Wtvc9PxFAa90BPNN/B6XUXKCktR7w/LYopd7ayqbJQRBUOtSI0ZXP54d9DH3kEbCxFRyX/DsrUeEIulDAL5XKbbuzWfB9jHQaX4N2HXS2BzOdRkUiaCgnCBNp1ITxGFUm9po1BMpCbSwSG7cfumYSKr8J0+4BDLQKEfY0HyOMrS1eDjRrLE2slMcMcvQoh6LyiXkBQc8GSlYX3UpTHW+k4BTIO3myThZLWcSsGEkrieM7rM+tJ1fK0dbTRmumlTm1e38zj5G4R3al3S3e0YpnJMcdzrGG49i72z0idj9yj+ycfeH67WnnuLvFO5rxjNTYwz2O/HwUo0HukZ2zL1y/nTnHIAh2WRx79yf0gZKb/yxsZXvfO1I1ArGIfZCyLOInnYSRSuGm0/idnXhr1oDWBL29mPX15Vl86TR+dzdBW1sl2ddHFwqoRAKVqMJXJkHVfhTWr8ErVqHjG4l8ZAyW0wNeEULvN/LAs5ld7CEbUaAC1hpFwkBOGZSUgdKaYmDjuQ5pM46yM3iRFD1ejnQ4TcQsx2AoA42mIdbAfvH9WJtbC0AkiPCJhk+M4NUUQgghhBBCCCHE1uxLCb+dprW+CbhpB18zY6jnlVJvGYYxvbq6ehdEJnaVkXg/UiefTDB3LvaKFZSam+l9+hmcdesIH3AAkYkT8TrasdvaIBzGSryftAtsGxUEGL6P3rQJXSqBXUSXApx2j9yKCG7ba0TTJZJjbZQZBr8ATh4CH8sKc6rrUauhNhanw1R04uCiURpS/ev6eSU26nbq+tX1A1BaYZkWlmnhKhfLsnit8zXa7XaS8SRzxszZ6+v67Wl/Z3e3eEcrnpEcdzjHGo5j7273iNj9yD2yc/aF67ennePuFu9oxjNSYw/3OPLzUYwGuUd2zr5w/T7MORqby33tCvtSwq+vK+/WshF9mZXcCMQi9nFGIkF85kziM2dijamn94XncZqbCYrFrTby8Lu6yt+XSgTF4vt1/dIKbRdxCxD4Jl7ew+/xSR3cg4omIFIFoRgUM4R8j7nhcl2/FdolhcFrukCvDjjYilIfG0u700NLqR1LRYgaoQFx5908Wms2FjbSXmyv1PUrekX+s/k/WZ1fXanrt7cv8RVCCCGEEEIIIXZX+9In8vc2/7n/Vrb3Pf/uCMQiREXy2Dn4mQwApebVeJ2d+EUbwzAhny936PU8lGmWa/j5HqHaOlR088w7wyAIAkIHHkhobAOl118EwGwLqProwRBJge+AWwTfhVCUOPBRIkwjxANunqaQScKMEQJyXhE7cIm7GrLrIFYD4SRF3yHn5LAMC097hI0w8VCcVCRF0SnSVmyjaVMT3XY3mVKGkyedTGiLhKEQQgghhBBCCCGG376U8Ht9859Hb2V73/PLRiAWISpUKETq1FMw02nsmloKr7yCn8mg83l0NIqRSGBEI/g9OYJCYWCyDyAIUEqBaWLWjiFyxCcpvfYsdqZEItKIka6HtjfLCb9wYsDYcbfENE/THYmw2s8xuSeHH9gEaAy/BDoDgYdd7KQ1cMAM4WufxmhjZamvoQw836Mh1sDE1ERWZ1cDkI6kmTth7khdRiGEEEIIIYQQQmy2LyX8XgCywGSl1JFa66VbbD9n859/GtmwhCgn/ao+fTyJjx2DmU7BXxbiZzKEJkzArKpCey6BvQbDdQcm+4CgUMBIJMr7uQ6BXcIvKfItoB9fRPKjhxJNljB0AIb5/gvdIhQ6mR2rIeO7ELg0BzYZBa6CojIIFBS8Ai4+pjJxtc+46oMG1PULdIBCYSqTVCTF5NRkmrPN1ERrOGbsMXt9TT8hhBBCCCGEEGJ3s88k/LTWjlLqDuAG4E6l1N9prfMASqmrgMOB/9VaLxnNOMW+zUgkSJ95Jn4mS6FpCaGxYzFTKeyVbw+q6wfl2n7a8zBiMfx8Hmf9eoJCAd9ReHkH7Zr49lvkIw7RlENyskIFXqWRB/E6QkpxsgdpL0dNNM5yM6BXl8gqTUoZJEIJ/MCj4BeJBSYxrwjh9+MouAWiZpRkKInru+TdPBk7w+LWxbiBy+zxs5lWO00Sf0IIIYQQQgghxAjZYxN+SqmTgRv7PRXe/PzL/Z77gdb6v/o9ng98Fvgk8Del1HPAROBjQDtwybAGLcR2MBIJotOn43V3UVq9isjkKeXafYFG9evYE9g2QXc3ZjqFdhzcDRvwMxmUZW2eBahRVRE8z8XJZPByAX4hS+owUNEqCCchXgf5DkL59cyNl5t5vKZLPOKVWGMZNJoxGqxquks9rEcR8Wzo3QTKgEg1duDiaY+YFaPgFljavpSCWyDn5Oi0Oyn6RbKlLItbF0szDyGEEEIIIYQQYoTsyZ+86ykn6rb0sS32qdBa20qp44HrgfOAM4Au4H7gRq31+uEJVYgds2UjD7+7G+04BIYBQVBp5GHV1IBSBL5PkM1g1dSiolGCfLmbrjluEtEpB+GvX0nprdfAKGJ2pKg6+hCoaoTcRsi8C0ao0sxjtguuCy+GYjRrn0Shk0xgE+BhBEF5dmBPK3a4m240qeR+lPwSG4sbyXk5LGURsSLgQcSM0FZo473ce9LMQwghhBBCCCGEGCF7bMJPa30/5UTdjr6uCHx389eIUkqlgfTmhyHXdenp6RnpMMQQ8vn8aIcwiJr7KYxIGDOewF+5kiDbg+7uxqiuRkWj5eW96TR+dzd+RwdmOk1gWeB5+LkcKpHAj0axiw6+riJINJDf2Ipjd+NW9RCbWoPV24lR6gUzivZ88GxUsYuPR1N0uR7ac2jWDt0GOAYoZeCjKQZFvFKJlBlH5TtxQ1XkvF5qojVEzAgFr4CvfJJmksnJyfQ4Pfyt6284jkPYDzNnvzmjfXl32O54j2zL7hbvaMUzkuMO51jDcezd7R4Rux+5R3bOvnD99rRz3N3iHc14Rmrs4R5Hfj6K0SD3yM7ZF67fzpxjEAS7LI49NuG3h7oS+F7fg+7u7lEMRezulGURO/ZYIh/9KM6yZeT/+J+4a9diNjSUv+rq8Ds60Bs2oEwTFYkAoEsl8H1ULEZQyONv2FCeEWh76BLojoDcs8tx/vYu0TpNcoyNCitUvoAKPHSsBkspPu9C2u8lHY2xQml6lUuPEVCtFXEjRMyMU+OW6Mamy7dJxccSMcsxFL0icSterusXuBS8AgrFq+2v0m63YxkWh9cdTtySun5CCCGEEEIIIcSuJgm/kfVT3p+V+OcxY8YcXF1dPYrhiC3tlu9HdTWMHUvOCtH7wvM4zc1E0mnMZBK7ZT2+66CqqjAsq9zEo6cHq7YG5fvoTe0Em+v6mfEEgWmic934NpQ2anSuAF0eqaklVLJ2QF0/q2c9n4438HErzGuUeET3soYSjQE0WDHqjQTthker20PItIj7JcxIHDtwCVRAMpLExWVFdgUFt4Dt2/R6vazOrWbBewtYnV+9R9b12y3vkW3Y3eIdrXhGctzhHGs4jr273SNi9yP3yM7ZF67fnnaOu1u8oxnPSI093OPIz0cxGuQe2Tn7wvX7MOdo9Kvbv7P2nE/ZewGtdQbIACil3F35Roq935Z1/YxIFK8nS2CXUKgPrOsHgGEQBJrQAfsTSocpvf0mGBZmG1RNmrH1un7EcIEX3RLNhibhFAm5JXLawVY+cS9A5duw3Z5KXT8ncNiQ30CmlMFSFvFQnFQkRckr0ZpvpegXpa6fEEIIIYQQQggxDCThJ8QeQoVCpE49BTOdxq6pxevowGtvRzsOAGY6jRGPY9XW4HZ2EWzcODDZBxAEKKVAmQRGFdQcSGHtCrxeHzW2QHyawij1gFuEcGLA+LMdTaZkQ9ii2SoR0QY5w8DGAK0pBjae41BjJlDFbvxomqzbQ02khqhVjsFQBoEOaEw0Mj45ntXZ1QCkI2nmTpg7ItdRCCGEEEIIIYTY20nCT4g9iAqFqPr08SQ+dgz2ihWYqRSFpiaC3l6ihxyCNWYMXkc7en0LyrIGJvug3L03CHA2bkS1t6PtIr4dYDsB3U+/SfHdbqJph2Stjwqb77/QLRLqaeFkHZDWUBOqocNUdODgEkAAKSNEwkpQ45Xocops9G1qqsZXkn0AgQ4wlAEa8m4ehWJR6yI2FTcRMkIc1XAU8ZDU9RNCCCGEEEIIIXaGJPyE2AMZiQTxmTOJTptG56/vp9C0BCORQIXD+Lkc2i6Wu/j2ExSL+D09KMvC932McBgjHseoa0D3dOLmA4KV6/BSGr/GJTWtFxV44OTBd0GZhAKfudHxHGNEWKFdUhi8pgvktM8UYjRGG2gvbKLFyWCZFtFiBkKxcm1AwyTv5tFas7GwkfZiO7Zvk3WyvN31Ng+//TDL2pftkXX9hBBCCCGEEEKI3Yl8ohZiD2YkEkSnT8fr7qK0ehWRyVPQvo8ONKpfjcjAtvFaW0EpdOATrhs7sK6fHxCqjxNKBJTeXQ9eCTOUpWqqgkgV9CX+QnEIx4gDHyXCNEI84OZZEjJJBD6hXCu5oIitfeKehvym8mvsLEUzTM7vxTJCeNojbISlrp8QQgghhBBCCDEMJOEnxB5uy2Yefnc32nEIDAOCoNzMw3XANMF1CY0bP7iun2FAahzGxP0xSq9RWPU2bt7As2JEJownWutg+O+BNXCJcNwtMc0L6FKKNWYRw/PxTUVgGBh6806eg+0VaFWAMvFDBo3xRqnrJ4QQQgghhBBCDBNJ+Amxh9uymYe9fDl+7h2CbBZVXY2RSIAfxS8UULEYRiw24PVBoYARj+P39lJY9hZBwcP3wgRZRfBmjkimi3y4SDThkDwkjup7oVuEQiezDZMuFUDg0RwJk1EaV/sU0QRKUTAN3MDA1A6u1owzY0PW9TOVSdyKUxWqYvHGxbTmW+kodnBQ6iCm1U6T2n5CCCGEEEIIIcR2koSfEHuB/s08Cq+9Rvf/9zDOmmasxrGEGhvxurvQ69ahIls08bBttOsSFItorQlyOZRlYaRq0YUshAy89nackoNX7eOXsqSmeyi/AIEPsRpCTp6TizapqipqMViOQy8+WQUpNAll4RNQwCDmu8SKmfJMwUg1GCYFt0A8FCfv5lnavpSCWyDrZCl2F+l1e5mUmsTi1sVS208IIYQQQgghhNhO8sl5BCml0kB688OQ67r09PSMZkhis3w+P9oh7DqHH044myV4eRHe2rWoUAjP8/E9HxXWaM8DQJdKBJkM2jTAcyFbwkynUZEI2rbRgYZ0DKvBImhvxWnthiCPigQkp1Sjw3G0MjE8D9NwmaMTzPIUS5XFH7TNGktRHygaSyW6tcN65RMJArTTi+7ZAKEsthnGUQE60Pi+T87NYSmLuBHH0x6+59PS00JzdzNtPW20Zlo5ccKJo5L029Pukd0t3tGKZyTHHc6xhuPYu9s9InY/co/snH3h+u1p57i7xTua8YzU2MM9jvx8FKNB7pGdsy9cv505xyAIdlkckvAbWVcC3+t70N3dPYqhiL1Z9BOfIMhmAXDXriHIZNGOA0oRBAG6UADfR1VVgW0TOA5WTQ0qEgFABwEYBrpqLN6Y8QTFKEHYId+ax/Esgrp6otOmYOXXQr6NwCovt41j8EkXPE/zUkSxxvRIuD4ZE7SlMJQBWqP8EiXtkzEMLDOCHzbJuTnS4TQRM4Lt2xS88sy/qemp9Dg9rM2tBSAVTjFnvzmjcVmFEEIIIYQQQog9giT8RtZPgfs3f//nMWPGHFxdXT2K4Ygt7U3vR/W559L73PPYy5eXv955B93bi2EY5dp+8TjKNPB6chhKYSUSldfqUgkzHkeVSvgr/0ZQsNFenMBzcDY59DZ14XW/SzSRI1kLhEJow8TSDpS6+X/s3duPXOd57/nv+661alWtquqqPvIkb1mybIWSZUcjjXa8RdtMHGx7W85GLhJgsP+KXM9c5GrmOsDM3b4JEASIxpgDkATYCTBwnNhyxG2ZsiKRFEV2k6KoJru6u47r/B7molotkqYcRxTZTfH5AALYrO5a71r1io31YD2/55s6ZGI9yls24mie64en0B7vHFkQYnRA3xkyV2PrlOWFx/az/ZRXhEFIHMXoUFPXNWEYcnbnLCM7otfp8fza8weS6/ew7ZHDtt6DWs+DPO79PNb9eO/DtkfE4SN75N48CtfvYTvHw7beg1zPgzr2/T6O/H4UB0H2yL15FK7fpzlHrfVndnwp+D1A3vsRMAJQStWf5QcpxJ3+tVy/cGWFcmMdBgN08nHh7BNz/bpLaG/xWUY9GOKyFLOosAslnS87VDAF3Me5fkVJv7vAIuzl+tWMcfQUtFEkRAR4fJ3hnaFZ56CjT8z1K2zBuBpzYfcCr154lbcGb0munxBCCCGEEEIIcRdylyzE55xut+mcOoWvamY//QnV+jq63UY1Gnhr8c6j9orPrihwwyEqCOavTSeEi0uo5t6wDx3g2CJaiokWNOUHW1A6dJjSfuYItBZgr2038p7TQY+XcJz1JT9kxoazHPGw5h2rlKz7moFyJKaCySbEU4qwgcGRmxyPZ1rt5fpFCb24R2lKNtNNcpszLIaMyhGvPPkKkY4O8CoLIYQQQgghhBCHhxT8xD1LS8Pb18dcH+VUxtEINY8tJjx7fIF2LFvssOh88xR2NAKgXL+Mjpu4NAVT49IUN5vhjSFYWJg/3VdVREu3FPtgnr8Xd2HxBC620FVkN25Q5xq72qX34vPo6QbMbkJj3iKcoHmZFrUpec1MWQ8D2rYiIsBGGodGe8CWFKVhWGuCoImLA6bVlMV4cb/VVyuN844j7SOc6Jzg8vgyAP24z+kvnH6Ql1MIIYQQQgghhDi0pBojPrXaOn787oC3PxyzOcq5spORlvMJsN1myGOLCd9+epXvPXuUMJD25YOmoojeH/yAoN+nWFzCbG9jL8/wzuNnM8K1tf1cPw9o728v9gEuTfHOUW0N5k8BFgHWRLihwv/3G5jdf6HZr+gsWVQj+PgH65yXxwNGsQIU680WsQpIcRivSPHMggCjA3rOkFFRlVOWbsn1A3De7Q3+gLROUShe33ydrXyLSEcHlusnhBBCCCGEEEIcJlLwaRixfAAAIABJREFUE59KbR3/79nr/PLaiDeuDimMQ3nPrDJUxmGc550PJ/zi/SH/vL7D//L9k7Qast0O2q25fsX585Tr68x+9A9U164RnThB/Pjjd831A3B5jp1MUGGItRbdaKCTBL28hhtvY1JH9u41TM9jF2t6J2coZ6BKwdZEKuCVvKLfWmERxTaWdRwOmClYQ5OEbYI6x9cp3tU08xFELWh0QAekdYr3nhvZDQb5QHL9hBBCCCGEEEKIu5A7YvGp/PjdAb+8NuKfN3bRCqZ5jXEepcB5UEBlLNd2M0ZZxeao4P/4L89L0e+Q0O02yYsvkrz4IuHK6n62n8vzX8n1g3m2n9ncBKXwztJYPnpLrp/G1X2ClRbxgqK8+gGYkiAa031aQdyFvcJfFCWcDvu8hOO8r9mg5sd2xLVAcxzFF8uSdVcx8I7E1JBuQZRAMSYPGkztjFBHGG9o6Ibk+gkhhBBCCCGEEHch1Rfxb5aWhrc/HPPG1SFawWBaohU479FAHGqUUjS9J6sMo6zmzWtD/te/Pc+f/udniaS991C5M9vPDof4qsJpDc7hsgxfVxAEUNdEx0/c3urrHGiN7x5Ff+kJdHmW7NIF6lRjwhbxF07QXKrQ9n3Ya89N0LxAzAu1Y6X2vNZQrAc1WZ1jA4XTe7l+AKaiMBmbClDz3L8jyRHJ9RNCCCGEEEIIIT6BFPzEv9nb1+eZfYWxTHODVlBbTysKCAN1y3cqGmGDUVYzyQ0/W9/h796+wQ++fvzA1i5+1Z3ZfsW5c9jpRdx4jFpYQLfbYJvYLEO1WuhW67afd1mGimNclpK99Q4uM1jTwI0V7u0p8WiXtJHTbFd0vpKwv0PqHLIdXtYBI+PBGdYbESPlqb0lx+OUIgs0tdMEvqL2nuNB6665foEKSMKEbtTlzI0zbKabbOfbPNF7gpNLJyXbTwghhBBCCCHEI0MKfuLf7PregA7lwTiH89yl2PexpBFgvWd7WvLjiwN+97fWZHrvIXNrtl929izDv3qVamOd8MhRoiNHMMNd/LVrqPiOIR5Fga9rvPdYBW6WosIQ3VvCZ2OINGYwoCorzILFlmN6zxiUzcBZaC0SVSmvFCX97gKLwDkqZljGCnp42irE4sjQtGxNKx/NnxSMF0AHZHVGEiWkdcqbgzfJ6oxxNSYf5szqGU/2nuTM5hnJ9hNCCCGEEEII8ciQO98HSCnVB/p7X0Z1XTOZTA5ySZ/KeJYxyUqmRQ14FKCVxzl/1+/3zoP3FMby3ze2+bO/e4f/8OQSJ492SG6d5HqA0jQ96CUcHl/7Go3xGPfPr2OuXEFFEcZYrLGohseb+SRmX5a40Qgf6PnfjcaES0uoOMYXxfxz77cI10LcYJNqcwguRcWOzlML+EaCVwHaGLQynPId/gfjeFOF/F++YCNUrDrFkbJk6Cs+UJbYOXw1w08+hGhMETSolMM7j7WWaT0lVCGJTjDeYI3l+uQ668N1bk5usjna5Ltf+O6nKvo9bHvksK33oNbzII97P491P977sO0RcfjIHrk3j8L1e9jO8bCt9yDX86COfb+PI78fxUGQPXJvHoXrdy/n6Jz7zNYhBb8H60+AP/3oi+FweIBL+fQagQIFlZ0/3dcI757J54GydhS1nQ/0ALbTmtfWR4xyw5mrI04e7XDqS0uE+u5PB4qD0fzGN3DjMQD1lQ3caIyvKlAK5xw+y8BaVLcLRYGrC3R/ERXHAPhbcv3Myglc3sQ1KtLNlMqEuOVVmiefIkyvQHoTojYwz/b7DzUY4/lZrNgIDO3aMgrAhwqtNHiPsiWlt4y0JgxibCNgWk/pN/rEQUxhCzIzf/Lv6f7TTKoJV6ZXAOg1epw6duogLqsQQgghhBBCCPFASMHvwfoz4M/3/vz3KysrX15YWDjA5Xw6Tx2r6SfbXBsWKCDQGn1Hwc57yCtDZT2VnU/vDbQmCjRJM2I3d2xOU1KjKH3IHz5/4lAM83gYP4/7ZeGP/5jZP/2E4ty5+X8XL+JnM7TW82y/JEEFGjOZgnMErRZBOP8nxZclQZKgyhL77nu4rMCbBGcqqq2K2S92McOrNNtTOkugogaEwTzXrxzyTR0ysR7lLRvxXq4fnkJ7vHNkQYjRAX1nyFyNrVOWFx7bz/ZTXhEGIXEUo0NNXdeEYcjZnbOM7Ihep8fza89/qly/h22PHLb1HtR6HuRx7+ex7sd7H7Y9Ig4f2SP35lG4fg/bOR629R7keh7Use/3ceT3ozgIskfuzaNw/T7NOWr92dVFpOD3AHnvR8AIQClVf5Yf5IP01RM9HltMeOfDCZWxNL0Hbi/4FbWlsp7aWLRWaAXNSJNEAYtJg5PHFhhlFZe25o+6LiYNfv+ZIwdwNuKT/Gu5fuHKCuXGOgwGqOTjwtlHuX4uz/He46bTea5fdwntLT7LqAdDXJZiFhV2oaT3WxOUHv8ruX41Yxw9BW0UCREBHl9neGdo1jno6BNz/QpbMK7GXNi9wKsXXuWtwVuS6yeEEEIIIYQQ4nNJ7nLFv1k7Dvn206v84v0h13YzssrQCBv7rzsPtXXUxoJSt7Xr9pKIhWZEbR1paVDK89qlbW6OCxqh5oXHF2WgxyGj2206p07hq5rZT39Ctb6ObrdRjQbe2nlW317x2hUFbjhEBcH8temEcHEJ1dwb9qEDHFtESzHRgqb8YAtKRxBN6X71GDQ6sNe2G3nP6aDHSzjO+pIfMmPDWY54WPOOVUrWfc1AORJTwWQT4ilF2MDgyE2OxzOt9nL9ooRe3KM0JZvpJrnNGRZDRuWIV558hUhHB3iVhRBCCCGEEEKIz45UVsSn8t1nj/LP6zuMsopRVjPKapJGgFLz3L7S7OX7BQrvIWlotNJ0miFpWfPG1XmhMK8so7zm3OaEv/jZFX7x/pCvHu9x+ulVwkPQ4is+1vnmKexoBEC5fhkdN3FpCqbGZw47m6G8J1hYmD/dV1VES7cU+2Cevxd3YfEELrbQVWQ3bmByjTraI/ntr6GnGzC7CY2Pc/1epkVtSl4zU9bDgLatiAiwkcah0R6wJUVpGNaaIGji4oBpNWUxXtxv9dVK47xjpbVCM2xy5sYZLo0ucXH3It95/DucXDr5qdp8hRBCCCGEEEKIw0QKfuJTiQLN//z9k2yOCt68NmSSG6z3RFpRW4/zfj/XL2loQHG0F1PVjuvjgmFaEQaKpBHSBwrjuD7KyWvLbloxzKpDk+sn5lQU0fuDHxD0+xSLS5jtbezlGd55XDYjWF0l6nZRgcYD2vvbi32AS1O8c1Rbg/lTgEWANRHFSDP85w/JtxTNfkVnyaJuneBc57w8HjCKFaBYb7aIVUCKw3hFimcWBBgd0HOGjIqqnLJ0S64fgHGG3ORcn12nFbaobMWl0SV2ih1m9Ywz7TPS5iuEEEIIIYQQ4qEnd7TiU0saIf/7f3me/+1vz/Oz9R22pyXWe7QCrRRxqAn0fLLqsX6TQCms94yymqV2g2Y0L+gESuG84VivxWOLLcn1O8RuzfUrzp+nXF9n9qN/IL96hfDYMZKnntrP9dPJ7U/KuTzHTiaoMMRai2400EmCXl7DT3aoU4d79xqm57GLNb2TM5QzUKVgayIV8Epe0W+tsIhiG8s6DgfMFKyhScI2QZ3j6xTvapr5CKIWNDo4pdjOt3HeYb3FeUen0cF6i/ee9fE6m+mmtPkKIYQQQgghhHjoScFP3JOkEfKn//lZ/u7tG/z44oAPhjnvDzMmeU0z1Kx2Y7rNiOV2g+1Zyea4uK3YB+wXCQOt6CcNnlqDy4MZS+0G3/jSsmT6HUK63SZ58UWSF18kXFnF/ehHmCtX5q28e7l+6pahNK4oMJuboBTeWRrLR2/J9dM464hWE6K2o7z6AZiSIBrTfVpB3IW9wl8UJZwO+7yE47yv2aDmx3bEtUBzHMUXy5J1VzHwjsTUkG5BlEAxZgdLYQu00hxtH6UdtffXV9qS5eYyR9tHuTy+DEA/7nP6C6cf5GUVQgghhBBCCCE+E1JJEfcsCjQ/+Ppxfve31njnwwk/fneLn18dMi1qnjnWY7UbM5gW5LUl1Oq2Yh9AVhk6cUjSCLg+zJgUhu1ZxevrOywmDf7ohcek6HeIdb55itmNTWCe7WeHQ3xV4bQG53BZhq8rCAKoa6LjJ25v9XVuXhzsHUc//hi6PEt26QJ1qjFhi/gLJ2guVWj7Puy15yZoXiDmhdqxUnteayjWg5qszrGBwum9XD8AU5GZjF3l8CgW28duK/Z9lOtnvSUJE7pRlzM3zrCZbrKdb/NE7wlOLp18UJdTCCGEEEIIIYS4Z1JFEZ+Zdhzy0hNLPHt8gf/6T+v8/Mou7TigEWomxXxAR3JH4a6oLcZ6ytrxwTCnNJa8mv83zCr+29s3GGaVDPI4xFQUkXzve+heD71xhOLcOez0Im48Ri0soNttsE1slqFaLXSrddvPuyxDJwl2NiN76x1cZrCmgRsr3NtT4tEuaSOn2a7ofCVhf+ZznUO2w8s6YGQ8OMN6I2KkPLW35HicUmSBJnUQekdDhaxy+x5y3qFQDIshbw7eJKszxtWYfJgzq2c82XuSM5tneLz1OL9z5HcezEUVQgghhBBCCCHugRT8xGeuHYd89XiP3bTi0lbKU2tgncf5eV7fR4raspNW4D2VddycFPuDPLRSpJVhmFX8/MquDPI45FQY0vrmN+mcPk129izDv3qVamOd8MhRoiNHMMNd/LVrqPiOIR5Fga/reSuw97jpFBWG6N4SPhtDpDGDAVVZYRYsthzTe8agbAbOQmuRqEp5pSjpdxdYBM5RMcMyVtDD01YhGkOGYtFUqHQAOoB4AXRAWqcYZ/CVp3Y1oQrpRB2MMwDczG7y/vR9bjZvMq7G/NHCH0m2nxBCCCGEEEKIQ00KfuK++PbTqwyzCpjn8e2mFZWxZGqe2ZdVBmM9oVYYB8Y6ljvxfrvvDEPLB/y7pYRjvaYM8nhI6HabzqlT+Kpm9tOfUK2vz5/wGw3vmuvnhsP5tF5r8dMJ4eISqtnE5TkORbCc0FyLsIMPKK/vgssImoruV7rQ6IDS4D2R95wOeryE46wv+aEp2Qg1R9Cs1RU7ruYDLIFz8yEgk02IpxRhg9RkaB3g8Sw3l2mGTXKTk9Yp7ajNM8vPMC7HXNy5CMBPr/9Usv2EEEIIIYQQQhxqUvAT90UUaP7w+RMsJg2W2g3euT5mWhhGeU0f6MQhzShgnNeY0txW7IOPc/0WmpEM8ngIdb55CjsaAb8m188YgoWF+dN9VUW0tPRxtt8tuX7+6GO4ognxO2Q3UozVqLWjJF/9Mnq6AbOb0Jhn8iVoXq6hrj2voVgPDO3aMA0UOtA4rcB5sCVFaditNVoF2DDmSHKE5l5GoPMOrTSBCqhtTVqnKBQ/H/yckR0R6Yjn154niZK7nr8QQgghhBBCCHGQpGoi7pso0Pz+M0f4xpeWeePqkL98/SqXt2Yc7TU5utDCWEtRW2qjbyv2fZTrlzRCVrsxtXWkpWE3rfjZ5R2MdXzrK2s8e3xBCn+HlIoien/wA4J+n2Jx6a65fjpJUIHGA9r72wZ5/GquX4avEmxdUdwsGZ65ST6AZntCZ8miGnv75xNy/Qql8FjGeFCQBQFGB8SuBgUtr/aLfQBZnZFECWmd7uf6pVXKtJ5yYfcCr154lbcGb3Fy+SSnTpwi1LIPhRBCCCGEEEIcHnKX+gAppfpAf+/LqK5rJpPJQS7pgfntozGjZ5Z5ranZ2MmIlGU3L0mLmjjUGDPPSyuNY5jV9JOIflOzMRizPavIKss4NwymBbO84uYo5UedBiePdjj1pSVCrf6VFfx6aZp+Fqf5yPrE6/fiC0TPnMS/9WXM//3/UF+5Aisr6LU1guVlzJUr2OwmKo6xe3vAlyW2qnDeg7P4yTzXTyV9sAZfZFSDITadUvc1db9g4csOFYxQzuCbPXSd8p8yQ7fbpefghrL8UlkyPFpBF0h8SOkt3hY0vcfOtvFxl9IZKlvhncday7SeEqqQWMd0gg61rflg+gHTcsrNyU02R5t89wvfPXRFv8O2pw9qPQ/yuPfzWPfjvQ/bHhGHj+yRe/MoXL+H7RwP23oPcj0P6tj3+zjy+1EcBNkj9+ZRuH73co7Ouc9sHYfrDvXz70+AP/3oi+FweIBLefBefnKRcT4v6mzs5OymFXlt9wZ0zCfzGufpJxEr7QZFbdlOa0ZZTagVjXD+NFgjVGxNK64NC4ZZzTg3fP/ZVRnmcUjpJKH5O7+Dr2uKf34dc+XK/Om+KMJbC97DXrafL0vcaASBxjsLkylBv4+K4/nrgcaPtgn6IUobsvdHVDcd5SCl81tLxCdWUHGE9p7Qp3xbLfA/OscFVdNWmos+ZUfBsdryRV9ySdXMlEPXBSq9SVWOGStPELWxzIt9/UafOIix1qJQ4GG5uUysY36x/Qs2phtcHl/mW8e/xVf6XyEJpc1XCCGEEEIIIcTBkoLfg/VnwJ/v/fnvV1ZWvrywsHCAy3nw/qdvLPDjdwe8/eGY19d3GJcpuXG0VMBC0iBphKx1Y5z3XBvmTArLSrdJMwqYlYZAW1YXEk4eW2CUzacANxolZzfLz2SYx6P2eXzWft316/7H/8i4rMgbEdXGBj5uoqsS7SwUBT7P8cYQ9vvzoR1VRbS8fHurL2B8iClidBhDWFOOZ9hC4RshRd6j2cvpLFao5gKEAQsEvETE8xX8bbnLuUbIRui5rByZ1hg8GZC6AmMq+kFCZnKqsMlya/m2Vl88lHXJzfwmrbCF8YaN6QajekSlKt6ZvHPo2nwP254+qPU8yOPez2Pdj/c+bHtEHD6yR+7No3D9HrZzPGzrPcj1PKhj3+/jyO9HcRBkj9ybR+H6fZpz1Pqze5DpcNyRPiK89yNgBKCUqj/LD/JhcWuuX78V8Xfv3GSYVfy7pYSFZsRqN0YpeOPqkGFasdRu7Of73TrI46NcP6U8r13a5ua4oBFqXnh8UXL9Dqk7c/3M9jb28gzvPH42I1xb+7W5fniH2RrgncNZC+02euUE3m/iVUW1NaOe3cT0PbZb0XuuzX6jd50TTa7zinf0PSxGi2wHinVqHI6Z96zpmCRoElQzfFDgTUFThRCW0Ojg8Wzn26DAeovzjk6jg/UW7z3r43U2002GxZBROeKVJ18h0tEBXGkhhBBCCCGEEI86qYyIA9GOQ/74xS8wymt+fmWXY70m/aQBwPVhRlYZQq32i30fDfJoNQLSsuaNq/PvySvLKK85tznhL352hV+8P+Srx3ucfnqVUFp8Dx0VRXR/73dp//uXKM6fp1xfZ/ajf6C6do3oxAnixx+n3FiHwQCd3N4aawbbuKIArYmOHUO355N58UfwkwHBYkgUF5Q3MsgMQWtC98sWqhRsDSogcpbTzRO8pGPO+5oNan7splxThuPW8UVvWfeOgTEkqga3DWEDijG73lDakkAHHG0fpR2199dW2pLl5jJH20e5PL4MQD/uc/oLpx/UpRVCCCGEEEIIIfZJwU8cmHYc8tXjPXbTeWvuU2vQTxpMinkhL9l7Uq+oLbtpRT+JqGrH9XHBMK0IA0XSCOkDhXFcH+Xke987zCr+8PkTkut3SOl2m+TFF0lefJFwZZXZT39Ctb6Oy3O8tXjnUbc8AeuyDLu7C0C4tPRxsQ8gCPFRF1oJekmj0/fJPpxQT1NM6ohXWzRXmmidQZRAo0UCvEDMC8SslBNeCzzrgSGrK2ygcEqhUYAHU5GZjBEOlGKxtXJbsU8rjfMO6y1JmNCNupy5cYbNdJPtfJsnek9wcukkSSTZfkIIIYQQQgghHgwp+IkD9e2nVxlmFQCXBzPiMGCS1xT1fDJNVhmM9Sy2G2jAes8oq29r9Q2UwnnDsV6LxxZbXNqaT8RZTBqfSa6fuL863zyFHY0AKNcvY4dDfFXhtAbncFmGS1MIQ7TWBKurt7+Bc6AVpoqwOwHO9LB1hhsa3GVNnCekW4ZmR9P50i1tvgB1zsvpjFEzggasNxqMlKf2ntx7HI4siEgdBM4SEbLK7UVk5x0KxbAY8ubgTbI6Y1yNyYc5s3rGk70nObN55tBl+wkhhBBCCCGE+PySO09xoKJA84fPn2AxabDUbjCYlgxmJZV1oGAxiUgaIcvtBtuzks1xcVuxD+ZFQL1XxZFcv4fPndl+xblz2OlF3HiMWliYP82nFT7L0ItLKHVbyQ6Xpvi6xvoJvq5RYYjuLeKLGeAxU0u1lWI6NdZU9J7zqEBBnUO6TaRCXilq+q0lFoFzVMyUZYynh6etQjSGDEXf1Kh0ADqAeAF0QFqnGGfwlad2NaEK6UQdjJtPpL6Z3eT96fuS7SeEEEIIIYQQ4oGRKog4cLcO8njnwwn9VsTPrw6ZFjVPH1lgtRszmBbktb0t1+8jaWnw3vPhOGdrWkiu30Po1my/7OxZhn/1KtXGOuGRo0RHjlBvD6g/uI4Kbv/sXVHgZjPQGo8nWl5BNZu4rI3btQTdkOZSjZ0aym0L5ATxDt3HDDgLYQx4Ip1wOujxEo6zvuSHzrChDEecZ62u2HE1H+AI3V4m4GQT4ilF2CA1GVoHeDzLzflU39zkpHVKO2rzzPIzjMuxZPsJIYQQQgghhHhgpOAnDo12HPLSE0s8e3yB//pP6/z8yi7tOKAR6l/J9ftIXhkmeU0YaIyraYRacv0eYrrdpnPqFL6q93P9dLuNnk5QWs3bd/e4osDu7EAQ4K2lsVfsA8B7VKsH3Ta+DW56HSjJ3q8wqUMFHZIvLqJ1DcUYohYACZqXaVGXw71cP0vb1kwDhQoUVgfgAVtSlIbdWqNVgA1jjiRHaIbz4zvv0EoTqIDa1qR1ikLx+ubrbOVbRDri+bXnJddPCCGEEEIIIcR9IQU/cejcbZiHdR7n53l9Hylqy4fjAqXAOc9Krym5fp8Td+b6+TzHe3B7f+eyDG8MKo4BUK3Wx8W+vdd1kmBVh2ynwqUdfJlhq5JiRzG8EJKXbZrdlM6SQ+lbnhy8S65foRTeW8baohxkgcbgiesCdEDLOZqmBB2BDsjqjCRKSOt0P9evsAXjasyF3Qu8euFV3hq8Jbl+QgghhBBCCCHuC7nLFIfSncM8dtOKylgyNc/syypDbRxaKYzznFhs3jXXL9CKdhzSbQb87PIOH45yBtOCL611efb4gmT7HVJ35vrVm5vYN9/E5vk8o6/bRScJviqxU9DN1v7PuqLA1/V84q/3uOl0/jMLK+hghC9K6nGNW9/BdA1229F7xqAiPjHX7waGs1hyIFSerq1JCKgc4GuazsFsC8IxRdjA4MhNjsczraaEKiSJEnpxj9KUbKab5DaXXD8hhBBCCCGEEPeFVDvEoXTnMI93ro+ZFoZRXtMHOnGIjfx8SEekaTVu38pZZWg3Qmal4Y2rQ7LKMMoq8sowLQxPrXV47fL2frafOHxuzfUrzp9HdzoUF85jd3aITpwgfvxxikvvYSdT0PM2bVcUuOEQtdfm66cTwsWl+dN/3gEO5yaETYMiI7tSUjZqypvbdJ+a0Fz26Oav5vqd9zUtBxfthB2tOG49X0TxXhQywaDxUGcUNmdYa4KgiYsDptWUxXhxv9VXK43zjpXWCs2wyZkbZ7g0usTF3Yt85/HvcHLppLT5CiGEEEIIIYS4Z1LwE4fWrcM83rg65C9fv8rlrRlHe02OLrTYzUre38mI7xjiUdQWY+dPAXrYy/hTdJsRZi8D7sa44OpOup/t93tf6kq23yGl222SF1+k9fWvM/7rvyF/522qjQ3KS5dwaQqmxqUpbjbDG0OwsDB/uq+qiJaWPm71VRoaCziXUaUeXYE3nnLqsDOHtY5oqUNzVdM5BiqeF94SNC8Q8+x0wH/zBecaERutNu/pkBSH8ZB6mGmF0QE9Z8ioqMopSwuP7Rf7AIwz5Cbn+uw6rbBFZSsujS6xU+wwq2ecaZ+RNl8hhBBCCCGEEPdM7ijFodeOQ771lVUq4/jH9wZc3kppxwHDTN011283rQj0/LVJXrPUbtCMAvLKMisNnTjkqyd6jLJqP9svVobTX14+qFMUv4E723zN9jb28gzvPH42I1xbQycJKtB4QHt/W64f3mEG23incVZDGKJ7CZ4xXhmqkac2AaYCO6npPafZ31lVSiMf8n3n6Mc9FlXCNpZ1HE4pZnjW0CRhm6DO8XWKdzXNfDQfCNLo4JRiO9/GeYf1FucdnUYH6y3ee9bH62ymm9LmK4QQQgghhBDinknBTzw0fpNcP2M9vVZEVlkqY1nuxPvZfrfm+tXWzduBlee1S9t8sDMl0opvPZNIrt8hdmebb7m+zuxH/0B17dp+m2+5sQ6DATq5vTXWDLZxRQFaEx37Arrdnr/Q6uMnA4LFkCguKG9kkBmC1oTuly1UKVQzUCFhqDndPMZLeM77mg1qfuymXFOG49bxxbJk3VUMvCMxNaRbECVQjNnBUtgCrTRH20dpR+39tZW2ZLm5zEpzhV8OfsnGZINz2+d4bvU5jneOS6uvEEIIIYQQQoh/E6lsiIfGb5LrlzRCAgXg8d7fNsjjbrl+eWUZ5TV5ZXj1F5u8u1Pt5/qF0uJ7aH3U5pu8+CLhyiqzn/6Ean193sprLd55lP7483NZht3dBSBcWvq42AcQhPioC60EvaTR6ftkH06opykmdcSrLZp9jQ9n0FwCpUhQvEDMC8SslBNeCzzrgSGrK2ygcFqj/d77m4rMZOwqh0ex2D52W7FPK431lq1si0k1obIVF3cvcjO9yY3sBqutVc5sSquvEEIIIYQQQojfnNw5PkBKqT7Q3/syquuayWRykEt6KL30WIuvrjV4cyXm/7SWKzsZK+2QI92YlU6DjZ2MG6UhDjXGGABK46hqi3cOYy3TwhBqRasRsBAH5JXhw2FGUTtuDGds7k74/rOrkuv3G0rT9MCO7X/763BjE6qa9OK7uNF4Prz2EMauAAAgAElEQVTDe1Rd47MMl2UQBBBFsLiI3dsXAK6u8d5T5orqZoCvurgqxe2CdYoojQljTbNd0noKvLEfH9wUfGM2ZdiK8JHncqPBSEGFRXmPUZBryJwltJZIKZazMZYQ32iDCqhMxaycUZn506uhCuetvB6qquJ6fZ314To3JzfZHG3y3S989zcq+h3kZ3I3B7WeB3nc+3ms+/Heh22PiMNH9si9eRSu38N2jodtvQe5ngd17Pt9HPn9KA6C7JF78yhcv3s5R7c3d+CzIAW/B+tPgD/96IvhcHiAS3m4JY2A//DkIpV1vLY+ZGMnI2kERIHGOnDe72f7lcYxzOr9XL9pYVhMIuJwXswLFBirWes2ONZv8tb1KVd2Mt7ZnPLc8S7He01OHu2QNIJftyRxQFQYknzve+hej7rfp3r3XdxshptM0AsLqHYbrTU+z1H9PuqWzEcAn2V4Y3DTGb6uUWEIC30oU1AeM3WYQYlte0xd0PtaBxUoMAUq2yZSAd/PahYWF+l7OE/NTFkmGhacoe0c2jtyoG8M2k7w3qHKCT5qM7QzjDdgYa21RhzEZCajtCWBDniq9xSTasKV6RUAeo0ep46devAXWgghhBBCCCHEQ0MKfg/WnwF/vvfnv19ZWfnywsLCAS7n4feffrtD6UMajTHrgxlbqaWw4LwiN57MzHP9Ftvxfq7fSrd5W6svFoLAMS4d9ajCeHhvkDOYGXYyy9pCk1/eyKXV9zdwkPu598oruNOnyc6eZfhXr1JtrBMeOUp05Aj19oD6g+voRgMdfvzPnisKyLJ5+6+CxvIKqtnEZRlud5OwGxL3asptS/Gho97NscMB3ccdzWWPbrbAKGLd4DvRIt/AcZaSH5odNrTniPesOcOOhg8CRagDFKBsAb4icyWlryBosNZZ22/1jYiofIUKFDrU1HVNGIac3TnLyI7odXo8v/b8b5Trd9j+jTmo9TzI497PY92P9z5se0QcPrJH7s2jcP0etnM8bOs9yPU8qGPf7+PI70dxEGSP3JtH4fp9mnPU+rOrN0jB7wHy3o+AEYBSqv4sP8hH1Z25foNpyaWtGc57pkXN0V7z1+b6AaSlmbf7AqM8JwwUcajRWmE93BgXXN1J2U0rhlnFHz5/Qlp9DyndbtM5dQpf1fu5frrdRk8nKK3glsejXVFgd3YgCPDW7hf7APAemj2McdhthcsMzhSYXY/NC2wVEw0SmquazjFQ8bzwlqB5uYY6L3gtDlkPoB20mAagMTjtmI+Wjih0yMCmhGhCzW25fs47FIphMeTNwZtkdUZhC8bVmAu7F3j1wqu8NXhLcv2EEEIIIYQQQtyV3CWKh14UaH7/mSN840vLvPPhhMuDGf/f+Zu8v5Nxot/iiZUOlwcztqYlyR0TeIvaMivm03p9bVlbaNGMAmaloawtoVacPLbAKKu4tDXvw19MGvz+M0cO4lTFb6jzzVPY0QiAcv0yPs/xHtze37m9Nl4VxwCoVuvjYh/g0hRf11hifBWgSFBd0NMMj6Mah9QmxlQGO6npPadRAHUO6TYvW81IW2i0WdeeAo/HM8YDnszXGGdpALiaZaMhH0K8ADogrVOMM/jKU7uaUIUkUUIv7lGaks10k9zmDIsho3LEK0++Ms/9E0IIIYQQQgghkIKf+BxpxyEvPbHES08ssdqJ+cf3BlzeSskqg3V+/mDVLfltRW3ZnpVorTDWcaQb7z/9F6h53p91nto60nJeFHzt0jY3xwWNUPPC44u0Y/lf6DBSUUTvD35A0O9TLC5Rb25i33wTm+eoMER3u+gkwVcldsq8NXePKwrcbAZa4/FEe0/+WVND9CEqTwmaHlROtpFTNmrKnR26Twz32nxjIjyvuIi+6rDoK24ow5s4cuUJlKdraxICchwz7whcCZNNiKcUYYPUZGgd4PEsN5dphvNipFYa5x1H2kc40jrCLwe/ZGOywbntczy3+hzHO8c5uXTyN2r1FUIIIYQQQgjx+SXVCvG59O2nVxlm86mnlwczdtOKylgyBdZ7smqe7dcMNQpHMwj2h3jA/HuUgp205I2rhqwy5JVllNec25zwFz+7wi/eH0qu3yGmooju7/0u7X//EsX58+hOh+LCeezODtGJE8SPP05x6T3sZAp77fW/ts0XhW8t4qYF5cSjG+BrRzkDm9ZY07ytzTeKE07T4iVizvuaNhnv1mO2NRy3ni+iWI8CcjUvRmNLitKwW2u0CrBhzJHkyH6xD25v9U3rlMpWXNy9yM30JjeyG6y2VjmzeYaTyyf5Wvdr0uorhBBCCCGEEI8ouRsUn0t3Zvu9c33MtDCM8po+0IlDkkZIaRzkFVFw++TWtDTUdp73tmMqwkCRNEL6QGEc10c5eW0l1+8hoNttkhdfpPX1rzP+678hf+dtqo0NykuXcGkKpsalKW42+7Vtvt573HCEN+B9AFGM7jfxoyFemU9s803QvEDM16a7/K0rOBeFbLTavKdDPB7lHUMcWRBglCY2FWhFyzmaxQTCEhqdT2z1bQSN/Sf/bmY3eX/6PsNiyGZ7k+9+4bsHdNWFEEIIIYQQQhwkKfiJz61bs/3euDrkL1+/yuWtGUd7TY4utFjtxly8OWWS17/S6jsrDForwLLSubPV13Cs1+KxxZbk+j1E7mzzNdvb2MszvPP42Yxwbe0T23wB3GSCS1OUd4QrRwmWl+cvBBF+NiJIIFptUV7fgcITbOR0T+611lYpUbrDK97S7y+wqBK2sWxjsXgqBR1nWFUhlfdgDE1lId2GsAHF+BNbfdM6pbQlgQp4eulpxuWYy+PLVFVFr9Hj+/3vP+ArLYQQQgghhBDioEnBT3zuteOQb31llcq4/Vy/dhzQCDWBVui9Nl+4PdfPOc9Kr3nbVF/rPXqvNii5fg+fO9t8y/V1Zj/6B6pr1z6xzRcAa3GTCVQVut9H9/sfv9bq4/McwhBtx+iwJvvAUE8mmNQSd2uavRwdhEQq5nTzGC/hOe9rPsTwL3XJhvKMtecJU7EVKCZKMX8+0IOpKEz2ia2+Hz3dZ72ltjVpnaJQ/HzwcwbFgF6nx/Nrz0uunxBCCCGEEEI8QqQyIR4Zd+b6xWGA38vqG2U1eWVxqP1cvzDStxX7YF7k897z4Thna1pIrt9D6qM23+TFFwlXVpn99CdU6+u4PEcFAUorcG7/++1oCFkGUUTQ66GCW/aF99DsYYzDbitcZrBlgdt2uColXm2Sxk2aizWdp5dRSpGgeIGYF2rH98YZf9uMONeAjUaDkfLU3pN7j8ORBRHGeuK6AB3MW31NCToCHdyW6/fm4E2yOqOwBdN6ynvj93j1wqu8NXiLk8snOXXilOT6CSGEEEIIIcQjQO78xCPjzly/wbRkMC2xDirr6MQBy93Wfq5fs3H7/x55ZZjkNWGgMa6mEWrJ9fsc6HzzFHY0AqBcv4zPc7wHt/d3Lsuw4zE+CNDtNrrXu+3nXZri6xpLjK8CFAm67fBVCcphiphqWmMKj1U1vec8KlBQ55BuE6mQV4qafmuJReAcFTNlGePpuZq2dyTOUTnA1zSdg9kWhGNotEm9wXh7W65fEiV0oy6VrdhMN8ltzrAYMipHvPLkK0Q6esBXWQghhBBCCCHEgyQFP/FIuTXX750PJ3wwzHjz2oh3N0dMCsOXVtvcnJR3zfX7cFygFL/S6iu5fg+3O7P96s1N7JtvYvMcFYbobnf+jWmK6vdRt+wLVxS42Qy0xuOJ9qb6uizD7W4S9EPiXk25ZciuGcrdGeVWRfdxR3PZo5sx4Il0wumgx0s4zvqSHzrDBhVHHKx5x6pXvBeFTDBoPNQZ2ILCFKQYdJTclusHzLMJ8ay0VmiGTc7cOMOl0SUu7l7kO49/h5NLJ6XNVwghhBBCCCE+p6TgJx5J7TjkpSeWeOmJJf7g68f5q59d5p3NKe/vZuymFZWxZHvZflllqI1DK4VxnhOLd8/1C7SiHYd0mwE/u7zDh6OcwbTgS2tdnj2+INl+h9id2X6606G4cB67s0N04gS+KimuXEXtZT3CvNhnd3YgCPDW0tgr9gF3afMt8BbKbYvNSmzVIBokNFc1nWOg4nnhLUHzMi3qdJPXIlgPPe2gTRQ0CKjQ3uI8EEQUOmTXpvNcP5NzpH10v9gHYL2lMAXXZ9dphS0qW3FpdImdYodZPeNM+4y0+QohhBBCCCHE55Tc5YlHXhRovv/sKr1WyPqw5p3rY6aFYZTX9IFOHGIjPx/SEWlad7T6ZpWh3QiZlYY3rg7JKsMoq8grw7QwPLXW4bXL25Lt9xD4KNuv9fWvM/7rvyF/522qjY35UA7vceMxLghwWYY3BhXHAKhW6+NiH3dp81UddBu8z/EqpJrG1CbGVAY7qek9Nx/RAUCV8nKaMWpF0FhkPfDEVHj8PKsPR+YNBogJwFa0vKOZjyBqQaODU4rtfBuHw9UO5x2dRgfrLd571sfrbKab0uYrhBBCCCGEEJ9TUvATgnnR7/SXl/lOnPDG1SF/+fpVLm/NONprcnShxW5W8v5ORnzHEI+ithg7fwrQw17Gn6LbjDB7Qx9ujAuu7qSS7fcQuVubbzV8A7/Xwqu7XXSS4KsSOwXdbO3/7Ce1+ZLtQLCNL3KCThMaMdmVEWXDUA4ndE9qmksWXWwSBSGvmIi+7rLoK7aVZRuLxVMp6DjDqofKWfCOpjOQbkGUQDFmB0tpS7TSHO8cpx2199dX2pLl5jIrzRV+OfglG5MNzm2f47nV5zjeOS6tvkIIIYQQQgjxOSAFPyFu0Y5DvvWVVSrj+Mf3BlzeSmnHAcNM4Ty/kuu3m1YEev7aJK9ZajdoRgF5ZZmVhk4c8vTRLuuDGT+7vMN7N6dcuDHhu88ekzbfQ+7ONl/TaFBfvAjjEdGJE8SPP05x6T3sZAp6XsD9tW2+rUXIMuy0pLyxi45DfO0opw6b5ti8JOpAc6VB57giaq9ymhYvEXPe13yI4V/qkg3lGWvPE6ZiK1BMtEZ/1GlsKjKTsascoOi31m4r9mmlsd6ylW39/+zda29c153n++9a+1JXsoo3XW0rVrqVTtyO42MfnwSnu+M5DiZp+2TQD+aFzDuYtzCvYDDAwQAH6CcNdHtOY9CN6e7pcWY8J44d25Il86KLJZJikXXb970u86AoSqQp24ktybT/H8CAxSKr9q7aErH/WL/1Y1JNqGzFtb1rbKfbbGVbrLRWeHtTor5CCCGEEEIIcdLJ3ZwQx/jp91YYZhUAazvJsfv6GevptSKyylIZy1K3cbC3n/UepWA3Lfn1DUNWGSpjubo1ZWdaMi0Mb621JOZ7AtyL+fYuXiT727+FtTWqjQ3K1VVcmoKpcWmKS5LPjPkCmELhrMY7QGt0U+FNjfeOahRQ5xHGKGwV0Hs+QDHb1+8lGrxUO34xznizGXE5ho04ZqQ8tbfkeJxSZIEmtY7QGiKlWCkSiMYQd0EHGGfI6gzjDJQQqpA4iNFK47xjO9vm5vSmRH2FEEIIIYQQ4oSTgZ8Qx4gCzV+8eJ6FdsxiJz52X792HBIoAI/3/lCRR1oaajuL9O6aijBQdJsRxoEHVu8m3BnlEvM9QVQY0v7FL9DvvkexsIgZDLBryawNN0kIT516aMwXwI7GuOkUUIQrZwm6MZgSguEs5ttRRGdOUd4ZgjUEGzlz39+P1tY5pAMiFfJGUdNvLbIAXKYiwTJW0PM1HePQ3pF56BuDthNIgHAMcYc9k2CcweM5056VfKR1SmlLAhVwsXeR65Pr0ugrhBBCCCGEECecDPyEeIgo0PzsB6f5yXeXjt3Xb2WuwdpOwt1pSfuBaG5RW5LCoLUCLMsPrPwDKOvZ1872mqzeTQFYaMf87AenH/cpit+RCsNDMd9yfZ3kv/wD1a1bD435AmAtdjLB1zVBr4deWIRg/5rQXfzeJjRCtJuiw5rsE0M9mWBSS2Ouprnk0c0G4Il0m1eDHq/g+I0v+UtTsqE9p73nlKvZ1fBJoAiVBjzUGdiCzOQUvoIg5swDjb5HY75ZnUmjrxBCCCGEEEKccHLnJsTneNi+fnGosc4f2tuvqC2DpERrhXOe5V7z0LAvULP9/irjZq2/yvPW6oDtcUEcal66sCD7+p0A92K+7ZdfJlxeIflv/0y1vo7Lc1QQoLSC/dIWADsa4tIUFccEvR4qeKD8xXto9jDGYQcKlxlsWeAGDlelNFaapDtNmiua7llQjdlKuzaa/7OGOi94qxGyHkAnaDENQGOwev+5dUgB7NRTQqUIvadjDQT2oTFfafQVQgghhBBCiJNNJguPkVKqD/T3/xjVdc1kMnmShyT2pWn6ud/z4tkGm3sNqqri6uaYRqhJK0NlDGNnGWdgnCcKFN55wkgRKo8x5uA5SmNJy5obu1PuTgKK2jHOaz6oDP/+v9b86uMu3z/T5U++u0io1WcczdfLF3n/TrqHnaP/0QuwtQlVTXrtKj4vcMbi0z20tfgsw02neK3RnQ6+08E+cE3Y6RRvDM7F+EqhaELbQl3ilaPKI4o8oioM9bhi/rnWbFhnClQ24CcOhsrg2vOsaUfuPQ7PGA/ekdscoxSxB+8si9bjJlsQNvBRh12bUHuDc45TrVM0gtkehN2wS2lLukGXkJD/fue/c3X3Kh9sfcCfnfszLvUv0Q6/eMz3SV0jj/N1H+VrPYrn/jb8vRVfjlwjX8634f07aef4dTveJ3k8j+u1H/XryO9H8STINfLlfBvevy9zju6BhSNflgz8Hq9/A/zbe38YDodP8FDE7yoKNK8/t0KvFbLQjhgkFeu7BudmK/tOzcW044DKOKaFofHAyj6Y7d03mJY4z2xloINWHNBrRRTGsTUuKWrHMKsZ54bXn1uRff1OgIO9/Xo96n4fs71N9dvf4osCH4aobhetFD7PUf0+6oGmZ1+Ws+IPrfHeEy4uohoNfJHjh9vo+YBGz1ANc/KNgrphKHeHdJ+d0Fq00GwQGfhzGzBPhwVXsaUs76mKXHlCPHPW0lIBhdYkeAJA2RxcRW4KSir8fsz33rAPQClFalJuTm/SDtuUtmR9ss5esUdap7yz8w6X+pf48ekfS8xXCCGEEEIIIb5m5C7t8fp3wH/Y////vLy8/Ifz8/NP8HDEUV/k8/hXL/V5rTR8eGfC2k7C31/Z5uZuxjNLHZ5d7nJte0pSpcRhSBjeH/ptjwsK6wmU4nyvdRDdzSsLpeH8YoczvSbv3Rpxa1zx8W7Jj57u89RCm+fOzZ+IqO+34Xp+2Dn23ngD9+qrFFeuMFlYoPjoCnZ3l/iZZ/BVSX3rFkprdDj7HF1R4EYjdBjirSVeWTlo9XVK41p9nHMUewUud2A95RBsZvA2pOjP7cd8Nc1Gm9eCDj+hxRVq5sweHznDrlacI+I7YZd1anJf4j2oIKZQAQOTEGpFaGHO5ICDuItTikkxobQl1lu01vSaPShBacWt/BaDekDmM6qg+p1ivk/qGnmcr/soX+tRPPe34e+t+HLkGvlyvg3v30k7x6/b8T7J43lcr/2oX0d+P4onQa6RL+fb8P79Pueo9Ve36OfrP0H4BvHej4ARgFKq/io/SPF4dRohrzy7yCvPLrLSbRzs7ZdVhkArtALr/cH3p6VhL6vAw2I3PjS8s96jFOymJUlpqKzjo80pW6OCzVHOqfkmb60N+ONzPV793gqhrPr72rq3t1/rhRcY//XfkH/4AdXGBj7P8R7caASAyzK8MajGbEWdarUOhn0ALk3xdY2lga8CFC10v4kfDfHKUI1DatPAVAY7qek9r1HM9vV7yYX8cJzzps74sNXlejPiY2o8HoViiCOzxSzmiwdrWcJBOoAwhmLMRCumdYrDsdxYZqm1dHBspS1Zai6x3FzmvZ332JhscHlwmedXnudc95w0+gohhBBCCCHE14AM/IT4kn76vRWGWQXA2k5CXlk8MNr/WlYZ0tIQakUcaE7NNQ79fFoaajvL6e+aijBQNEKN1grrYWtccGM3ZS+tGGYVf/HieYn6fs2pKKL3y/+boN+nWFik3tzEvvsuNs9RYYiem0O32/iqxE5BN1sHP+uKApcks5gvnmhp+f4wMIjwyYigDeFik/z6XarAkO+OaT9liXoRzc6YqJry5yjmmy0WaTLAMsBi8VTK03WOFQ+5ggS1XzrjwVRYkzPGU2HpNRfpN/oHx3a00beyFdf2rrGdbrOVbbHSWuHtTWn0FUIIIYQQQognTe7GhPiSokDzFy+eZ6Eds9iJ2Rzl/PrmkLyyhLpmvhWhUWSVYaETH9rDragtSWHQWgGW5W6DZhSQlIaytoRa8f2z84yyitW7s40/F9oxP/vB6Sd0tuKLUlHE3P/1L+j8H69QXLmC7nYPYr7R+fM0LlygWP0YO5nC/mpfVxTY3V0IglnM98FhH0Crj89z6txib2/jK0OZOuppgZlawpYjjUuaiw3a32nwZ+ESP0ZzxdfcwfB+kbARwFgrnlVtdgNF7mf7SqIURG1G1YTMVcRK0atzgiqBuPvQRt84iNFK47xjO9vm5vSmNPoKIYQQQgghxBMmAz8hvgJRoPnZD07zk+8u8eGdCd1GxOXNMYOk4ny/RV5bbu3lhA/EuIvaMkhKtFY451nuNWnuF30ESh2Ue9TWkZYGpTxvrQ7YHhfEoealCwsnYl+/b7uHxXzL1dVZYYepcWmKS5LPjPkC4CzOBHgL1oYopVChQeHw1mDyiGocY0pLrbrM/fF+zJcGL1WGX4xS3mxFXJ5bYCOAAodHMcaBLclcyQSLBrrW0rMJcBfCMcQd9kyCcQaP50z7DM2wSVqnlLYkUAEXexe5PrnO21tvszpa5dreNV678BrfX/z+Y3/fhRBCCCGEEOLbTKYFQnyF7u3t9+Izff7qN7d5//aY9Z2EvbSiMpZsf2+/rDIY62mGGoUjjPTBsA8O7+v36xuGrDLklWWU11zenPD//Oo679wcyr5+J8jRmK8ZDLBrCd55fJIQnjr10JjvPWawizcGwoDo7AWUqnF72/giQ2lH49wi5SAl20wpxznlnqL3R12aixZdbBIFIW+YiL6eY8FXbCnDu9TkyhN4y5wD1Czqu4BGoaDOwBZkJqfwFew3+jbD2TDyaMw3qzMqW7E6WmW32CWpE97uvM2F1gV+fPrHj/ldF0IIIYQQQohvJxn4CfEIHI35fnh7zLQwjPKaPtBthLTjkNI4yCua8eG/isft69eOQ/pAYRy3Rzl5bWVfvxPmaMy3XF8n+S//QHXr1kNjvve4LMMVBQDR2bOo1n4xRj/C721SG4u9OcKVFm8c5QBMluKzlKgLzeWY7jlF1FnhVVq8QoMrvqZTTLgawCDQnKNJpRWfYPHagfMQRBQ6ZMemhGhCDZ2oc3Bcx8V8u3EX6y3ee9bH62ymm2w3txlXY/71/L+WmK8QQgghhBBCPGIy8BPiEXkw5vvrG0P+4/+4wdrdhDO9JmfmW6zMNbi2PWWS1/ulCTMP29cP7kV9DafmmjQjza/Wdvl4e8pHWxN+/txZnjs3LzHfE+BezLf98suEyysk/+2fqdbXcXmOCgKUVuDcwfe7osDcvYsKQ1QUoTv3B27HxXx1w+CdBces0TcPMUZhq4De88H9Rt/K8MNPxXw9Hs8YD3gyX2OcJQZwNUtGQz6ExjzogL1i71Mx33tKW9KP+0RBxDuDd9iYbnArv3UQ85U2XyGEEEIIIYR4NGQyIMQj1mmE/NmlFSrj+KePd1i7m9JpBMShJtAKvR/zhc/e1w/AOEdeGW7uZXQaAZWxXN2asjMtmRaGt9ZaEvM9Ybp/+ifY0QiAcn0Nn+d4D27/ay7LDu3tFywtHfr542K+ZLt4PcHXhmCuA60u2e0B5Y6hHE6Y+77+nJivm8V8lWfO1rQJyHEk3hG4Eiab0JiSBRGFma06fDDmC6BQJFXC9cl1OlGH0pasT9YZ1aODmK+0+QohhBBCCCHEoyF3WUI8Jj/93grDrAJgbSehEQb4/b36hmn5ufv6ee+5Oy1x3mOLGo+n24wwDjywejfhziiXmO8Jc3Rvv3pzE/vuu9g8R4Uhem4O3W7jihw7TVDB/WvioTHfxhze3sLujSgHKbpR4mtHOXXYNMfm5WfHfMm4Wo8ZaDhnPd9BsR4F5MrPGn1tSVEadhSEKiBsdA7FfJ13DMshucmpXQ1AN+rivDsU85U2XyGEEEIIIYR4NGTgJ8RjcnRfv51pyc60xDoojaPbiDg1Fz90X7+7k5K8tgRKcW6xdSi6W9az6O/ZXpPVuykAC+2Yn/3g9GM9R/H7Obq3n+52KT66gt3dPdjbr9xYx2fZQdT3M2O+gM0V3misU6A1uqnwpsZ7RzUKqPPo+JgvDX443eNNV3A5CtlodfhYh3g8yjuGOLIgwChNbEvQhqUygOQuhA2Iu0yqKdNqivOO5cYyS60ljDEAGAxLzSWWm8u8t/MeG5MNLg8u8/zK85zrnpOorxBCCCGEEEJ8BWTgJ8Rj9OC+fh/emfDJMOPdWyPWdhLGmeG7Kx22J+Wn9vVLS8NeVoGHxW58aNg329cPrPN0GiFzzYBfre1yZ5SzMy347qk52dvvhLi3t1/rhRcY//XfkH/4AdXGBuXqKt47vNLY4RD9OTFfOxrj0hTQRCunCLoxmBKCIb7ICTqKcGWZ/MYu1cCQ745pP2WJehHNhZoo3eUNb+n351lQbQZYBlgsnkpB1xlWVEjuITGGQCWzQWQYY/MhY19S2Ypeo0e/0b9/fkpj3f1G38pWXNu7xna6zVa2xUprhbc3JeorhBBCCCGEEF+W3E0J8QR0GiGvPLvIK88u8ssXzvFXv7nN+7fHrO8k7KUVlbFk+3v7ZZUhLQ2hVsSB5tRc49Bz2f1Y8G5a8usbhqwyjLKKvDJMC8MfnOry1tpA9vY7QY7GfM1ggNnZAWvxZYnqdglXVo6N+WItdjKBqkLPz6MXFuHe47o7a/StLPbOAE1rn2AAACAASURBVF8ZytRRTwvM1BK2HGmjprkY031a8WrzLK/gueJr7mB4vy7ZUJ6x9jxrKnYDRa4UDgV4MBUjEjI8sQ7oxXME+v6xWW8/1egbBzFaaZx3bGfb3JzelKivEEIIIYQQQnxJMvAT4gk7GvX98PaYaWEY5TV9oNsI0SiyyrDQiVEPrPyD2eq/2s5inrumIgwUc80Isx/93BoX3NhNZW+/E+ZozLe+fZv8t+9Trq9jJ2MaFy9idgeHYr4AdjScre6LIvT8/OFh4DGNvio0KBzeGkweUY09ptBY1aW3BO1gFvN9qXb8YpzxZjPicgwbcUyhFN7XjL0HHFkQMbEe7S1dC710CAQQdwEYFsP9dYL3G33TOqW0JYEKuNi7yPXJdd7eepvV0SrX9q5Jo68QQgghhBBC/B5k4CfE18CDUd9f3xjyH//HDdbuJpzpNTkz32InKbi1lxPqw4O6orYkhUFrBcz28WtGAXllSUpDtxHyvTNzrO8k/Gptl4+3p3y0NeHnz52VmO8JcS/my8svM//664eivsc1+trxGBVoVLuDmp8/9FzHNfq6vW18kaG0o3FukXInIdtMKScl5XCXuUvdWaNvvUekQt4oavqtRRaALQzvYmaNvq5izjvwjtzDgq1QdgTeQTimUAGFLVBKHWr01Upj/f2Yb1ZnVLZidbTKbrErjb5CCCGEEEII8XuQOychvkY6jZA/u7RCZRz/9PEOa3dTOo2ASRGg9yO+9xS1ZZCUaK1wzrPcax60+h4X862M5erWlJ1pybQwvLXWkpjvCfNFGn0BXJ5Dv39oNehDG3370Szmayz25ghX1HjjKQc1NrXYJJ01+p6K6J53RFGbV4Mer+Bmjb7WcNUXDLTmnK2pNHwSaPy9S6rOKGzOQEGoNFGje6jR1zjzqZhvN+5ivZVGXyGEEEIIIYT4PcnAT4ivoZ9+b4VhVgGwtpOQVxYPjPa/llUGYz3NUKNwhJE+GPbB8THfbjPCOPDA6t2EO6NcYr4n0Oc1+vqqpL51C/fAcPgzG32Pxny9Q8ezYZv3nmocUOchxmhsAb3nOocbfUcJb8aey3HIRqM5i/liGWvAeTINBk/D1KAVS2UExXgW89UBe8UexplDMd97SlvSj/tEQSQxXyGEEEIIIYT4HcjAT4ivoaP7+m2Ocn59c0heWUJdM9+KaMchpXGQVzTj+3+VHxbzvaesLQvtmChQEvM9wR7W6HsQ8x2PAfBl+ZmNvp+K+VLCdBNUhvchQW8eGk2y2wPKnZpylDH3RxHN0zGanKjOeaOGfvM8C+j9mK8jVxAoz5ypaauA3EHiLYFLILkL4ZgsiCjMbNXhgzFfAIUiqRKuT67TiToS8xVCCCGEEEKI34HcJQnxNfXgvn4f3pnQbURc3hwzSCrO91s8u9zl2vaUSV4T7Ec3PyvmC6CBaWlYHyR0G6HEfL8BHhbz9UWBD0OCXg/dbh/b6Ht8zLc923fPDLDjlHI3R7f8LOY7ddiswNaaaMPT7E7ong+JwphXo4X7MV8yrtopAyznjOc7SrEWBmR4HP4g5rujIFQBYaNzKObrvGNYDslNTu1qAIn5CiGEEEIIIcTvQAZ+QnzNdRohrzy7yIvP9Pmr39zm/dtj1ncSrm1PSUqDsY6kNEzL+jNjvt579tKSvLLUZhb3lZjvN8NxMd/0gw+we3tE58/TuHCBcmP9UKPvZ8Z8m31MMcBZhU8KsAbd0Hij8M5R3U2p98D0Q2yp6P1w+XDMN0t4s865HGk2mi0+Dho451E4hngyrTBKE9sStGGpDPZX/TUg7jKppkyrKc47lhvLLLXur0osbclSc4nl5jLv7bzHxmSDy4PLPL/yPOe65yTqK4QQQgghhBDIwE+IE+NozHdnWrJ6N8F5z7SoOdNrPjTmCzDKaiaFxXnPylyD5W7j4LGynkV/z/aarN5NAVhox/zsB6cf6zmKL+fBmO/WX/4l1ZWPcLc/oVxdxXuHVxo7HKKz7DNjvnY8wZUOvCbstQk6AdgKDPjaE3RCwvkm+Z2CaqzIJxnt84qoF9FcCYjyMW/kU/q9JRZUhwGeu8rgUFR4us6wokJyD4kxBCqZDSLDGJsPGfuSylb0Gj36jf798zvS6FvZimt719hOt9nKtlhprfD2pkR9hRBCCCGEEELuhoQ4QY7GfNd2Ev7+yjY3d7OHxnwBrPOM84rKWvqtmIV2fPBYoBTOz76n0wiZawb8am2XO6OcnWnBd0/Nyd5+J4yKItq/+AW610NvnMYMBpidHbAWX5aobpdwZeXYmC/WYicTfF0T9Pros2fB5mBKsCO8zahTjyXC+5pyYKiTEpNA2A1Jo4JmN6f7VGPW5qt6XPE1t1zFB85yA8NYw7OmYjdQ5ErhUIAHUzJyYzINMYqe9QRVclDwcVyjbxzEaKVx3rGdbXNzevNQ1FcIIYQQQgghvo3kDl6IE+hezPeVZxdZ6Tb4p493WLubklWGQCu0AvtAS+swrUhKSxxoeu2IQD8wDPQepWA3Lfn1DUNWGUZZRV4ZpoXhD051eWttIHv7nTAqDGn96Z/SffVViitXqG/fJv/t+5Tr69jJmMbFi5jdwaGYL4AdDXFpiopjgl4PFcUQ7Q+IfROX3MbXFrs7RSmPCkEphzcGMyypaoOZj7AupneqfxDzfcGF/Plom/+vweFGX18z9h5cRaZggkc7T9cresUInNlv9e2wZ5JPNfqmdUppSwIVcLF3keuT64cafX+8/GMu9S8xz/wT+iSEEEIIIYQQ4vGTgZ8QJ9xPv7fCMKsAWNtJyCuLB0b7X8sqwzirCbSi2wzptw6XG6Slobazgc+uqQgDxVwzwuwPgbbGBTd2U9nb74S6F/Pl5ZeZf/314xt9RyNgVuJhx2NUoNHdOXSvd+i5zO4eXkXgFFG/jdIWNx3ja4tShsZKk3IA2ZaiTELKdI+5S12ap2OwKZHJecOoI42+hlw5Am+Zc4CCHMWC86hgtuoPk5OZnMJXEMSHGn2PxnyzOjvU6DtMh7yz8w4/OvcjifkKIYQQQgghvjXkzkeIE+7o3n6bo5xf3xySV5ZQ18y3IvCQVZaldox6IOpb1JakMGitgNk+fs0oIK8sSWnoNkK+d2aO9Z2EX63t8vH2lI+2Jvz8ubMS8z2BHtboa/McFYbouTkAXJ6jFxYOXSuHGn2ffhrVakKVzPb1swl16rAuwFUx3hWUA4PNcmzpiTY8cXdC92xIFDcON/pWGVeVZaAV51SLSis+weK9mb2wDimcYaeeEipF6D0dayCwD435Ptjoez25zla+ReYzafQVQgghhBBCfGvI3boQ3wBH9/brNiIub44ZJBXn+y0q67i5m+Ee+JmitgySEq0VznmWe82DVt/jYr6VsVzdmrIzLZkWhrfWWgcxX3FyHNfoW3x0Bbu7S3T+PL4qqW/dQj0QCX9oo2+zBx2Fmxq8sdhRgVIeHSu883h/v9G37gW4AvovPNDo60J+OJryZkNxuTPPRqgo8Hg8Yw04Q1ZPMUoRe8Bblpzfb/R9eMz3ntKW9OIeoQoPxXxfu/CatPkKIYQQQgghvtFk4PcYKaX6wL3KyaiuayaTyZM8JLEvTdMnfQhfmT9aCvnun5zjP30Y8eHmlOu7OXltsc4yTGqsjcgri3GeKJgNZsJIESqPMbNVVdO8wliHdY7aOEKtaMUBtdFYa7m6OebmIGFrmLC5N+HV73QIA/U5R3aynbRr5Asd76VLtC5exP/t31Jd+YjqxnV8XuCMxad7aGtne/xZi48ivHOofh+7f50A1INdIEBZCHsttDZQJgTO4hyoVoSKArLNmnIIxTSj+72AxqmYwOwRmoo/dxFznXl61rClLO8pS4Yn8I45By0VUGhN4j0a8HUKpiCrMgoqfBBzqnmKkPDgGnbOMSknlHVJO2iT25yP84/ZSXcYpkNOt09zqX+JH5/+8VcW832U18ijeO6Tdk2Lx0+ukS/n2/D+nbRz/Lod75M8nsf12o/6deT3o3gS5Br5cr4N79+XOUfn3Od/0xckA7/H698A//beH4bD4RM8FPFNFgWa159bodcKWWhHbE1K3vtkQl47Am2Ya4a044DKOKaFoRHdb2ktjSMtZzFfX1uWOjGNUB96vNcKibTif94Ys7aT8cEnMa/+wQIvfqdJOw6OOyTxNaXC8KDRt+73MdvbVL/9Lb4o8GGI6nbR7TYuz2dlHg80+ro8h7LEe0/w1FPQjHFVilIB3ia4pKaaKHS7gfMWO7TYosTWiqgLre6IzrmAsDHPT2nzvzvHR6qm6yquYtlVcMaHfCfosKEMmfI45/E6olQBOzYlUBB6aFcJ2Bofd/BKMypGFKagVjV46MZdnHd47sd8R+WIcTXm50//XPb2E0IIIYQQQnyjyB3O4/XvgP+w////eXl5+Q/n56U58uvkm/Z5/KuX+rxWGj68M2Hxg62DmO8zSx2eXe5ybXtKUqXEYUgYBhS1ZZgbgiDAOc+p+dZBzBcgsjDMDbdGJd1GiHGetUHGblpROcXVkf/Gt/metGvkix5v7403cPuNvpOFhYOYb/zMMzQuXKDcWKfa2EAphQ5DXFHgd3dne/9FEdH+/n9EDWj1qCarOO9RuUGREzQ0zgDOYQY5dgSu38BVIb0XF1FhwDwBrzjNi6nhTZ9xudVioxGwpmdFNNorRsqTuxKjFA08yjmW8AT5EMIY6oSRVqQmxeFYaiyx0FggDEOCIKC0Jac6p1huLvPB7gfcLm6zkW7w/MrznOue+0qivo/yGnkUz33Srmnx+Mk18uV8G96/k3aOX7fjfZLH87he+1G/jvx+FE+CXCNfzrfh/ft9zlHrr+4+WgZ+j5H3fgSMAJRS9Vf5QQrxMJ1GyCvPLvLiM33+6je3ef/2mPWdZDbsKw3GOpLSMC1rjPU0Q43CEUb60LDPe89eWpJXltrMlhl3mxHGzR5b383Zyay0+Z5g9xp9Wy+8cKjNt1xdxXuHVxo7HKKzDG8MqtEAIFhaOvQ8djzBlQ68Juy1CToB3pRgAOMJOiHhfJN8s6QaK/LJhPZTjqgX0ewVRHXGG1VJP55jgRYDPAMsFk+lPF3nWPGQK0hQBEoBHkyFNTljPBWWXnOR+fj+L9mjjb6Vrbi2d43tdJutbIuV1gpvb77N95e+L42+QgghhBBCiBNN7maE+JY42ua7My1ZvZvgvGda1JzpNWnHIaVxkFc048P/PIyymklhcd6zMtdguds4eCwra5Y6MWcXOrxzY8jaTsL7t8f86Ok+Ty20pdH3hDna5msGA8zOzmwvv7JEdbuEKyu4IsdOk0MxX6zFTib4uibo9dFnz4LN8VWGtwFkBXXqsUR4HOWuoZ4WmFQRdkPSMKXZreleaPOq6vKK6nHF19zB8H6RsBHAWCueVW12A0XuS5wHlIKozaiakLmKWCl6dU5Ypfi4A4THNvrGQYxWGucd29k2N6c3GRZDafQVQgghhBBCnGhyBy7Et8jRNt+1nYS/v7LNzd2M8/3WQcx3ktf7q6ZmrPOM84rKWvqtmIV2fPBYoBTOe7anJWntqazjo80pW6OCzVHOqfkmb60NvvFR32+ao22+9e3b5L99n3J9HTsZ07h4EbM7mJV6PLCxrB0NZ3v9xTFBr4eKYohifNjB+Rakm/jaYnenqEChgtmsztcV9V5BnlqyuMVkM6RzMSReqHjxdMxLGH4xSnmzFXF5boGNAAocHsUYB7YkcyUTLBroWkvPJninUOUEmnPHNvqmdUppSwIVcLF3keuT69LoK4QQQgghhDjxZOAnxLfQvZjvK88ustJt8E8f77B2NyWrDIFWaAXW+4PvH6YVSWmJA02vHRHo+8NA4xxZaTHWMyksYaBohBqtFdbD1rjgxm4qUd8T6l7Ml5dfZv711w9FfX2e4z240QgAl2XY8RgVaHR3Dt3rHXoutzdEqQicIuq3UYHDJVNcZbBpjYojvPeUQ6gSqKdTGqcapBuOZndC93zIGyair+dY8BVbyvAuNbnyBN4y5wA1i/ouoFEosDm4isyVFL6CIOZMZzbsg0/HfLM6o7IVq6NVdotdkjrh7Y7EfIUQQgghhBAni9y5CPEt99PvrTDMKgDWdhLyalaQMNr/WlYZxllNoBXdZki/dTjiuJtUGOfxxnF+oUkzCkhKQ1lbQq34g1Nd1ncSfrW2y8fbUz7amvDz585KzPcEOhr1rTc3se++i83zWXnHfnGHy3P0wgLqgVWiB42+QPT006hWczbV8w1ctot3HiqH0gFBy2Irj6st9W5C5cD0Q2yp6P1wmVdp8QoNrviaTjHhagCDQHOOJpVWfILFawfO43VICezUU0KlCL2nYw0EFnRwbMy3G3ex3uK9Z3W4ytW9q7xz9x3+7sbf8fLpl3l6/mlZ9SeEEEIIIYT4WpO7bSG+5Y7u7bc5yvn1zSF5ZQl1zXwrAg9ZZVlqx4eGOGlpyOvZYOTMfOOg5CNQCus9W+OCcV6TVYbKWK5uTdmZlkwLw1trLYn5nkBHo7662z1o9I3On8dXJfWtW6gHVoi6osANBhAE6DhGdzqzB5o97DDD6SbKO+LFJkpbKCd4Y8BD0IlxNiTbLCmHijLJmfujmOZ+zPeHn4r5ejx+FvPFkdkCoxSxB7xlyXlI7kI4hrhzbMwXwHnHqJytXAxUwNW9q9ya3OLG5AaXFi5JuYcQQgghhBDia03uUoQQn9rbr9uIuLw5ZpBUnO+3qKzj5m6Ge+Bnitpyd1oQ6llLaju+X9xgnCMtDcZ6hhmEgbrf6Aus3k24M8ol5nuCPazR97iYrzcG4hi8P9zoay1uOgXrCE+fRi30Z6v+dIA2U0xa4XYUut3Ae0O5V2HzAltrog3/GTFfS44nwDNnLS0VUGhNAgQAdQa2IDP5sTFf5x3TakpWZ5S2pBf3WGwuktQJpS25k9yRcg8hhBBCCCHE15oM/IQQB+7t7ffiM33+6je3ef/2mPWHxHyN9TTCALAstA7/U3Iv5kttOdtvHaz8Ayhry0I7JgqUxHy/Ab5IzFe329RJMivzeKDR146GeGNm39fvgw6g2YO4i52s4azDZzX4FN3QeKPwzlHdTan3PiPmayquOsNAK84Q8h3d4bq29xt9g4hCBezUCaHej/mWKVgDcZdJNSUzGbWrmW/Ms9JeAcA4g0Kx1FqioRu8t/MeG5MNLg8u8/zK8/RUj0v9S8wz/4Q+DSGEEEIIIYSYkTtrIcSnfJGYbzsOySvLtKgJ9f3VefdivgDnFg8P+zQwLQ3rg4RuI5SY7zfE58V8GxcukF67Rn3jxkGjrysK7HA0K/iYnz88CBxPcLXCO0U41ybsRWArMOBrT9AJCeeb5HcKqrEin2S0zyuiXsSLKwE/THPe1BmX213W44hVZWbHiWL4YMwXD9ayhIN0AGGMzYekGHKb0w7bdKPuwXG1oza5ydkYbxAHMZWtuLZ3je10m61si17Q452dd/jRuR9J1FcIIYQQQgjxRMndiBDiWJ8X8312ucvaTkJWmYNG3wdjvlGgDq3W896zl5bklaU2s6GPxHy/WR4W8y1XV2exXqUwwyF6P+ar2i0oK/T8AyvirMVl2az4ozuHWlqGBmBKsCO8zahTjyXC+5pyYKiTEpNA2A1Jo4JmN+f1pzz9dpuejxjg2FMOi6dSnq5zrPhZm2/CLJIOHkxJ5iYUenY9t1SDtjXgZgUfCsW0mlLaEqUUoQqJgxitNM47doodPkk/IfOZRH2FEEIIIYQQT5QM/IQQn+lhMd9r21O89ygFo6wmrywOdRDzXeo2Dj3PKKuZFBbnPStzDZYfeLysLcvdBitzDd65MWRtJ+H922N+9HSfpxbaEvU9YY7GfM1gQL15B5zDlyWq2yVcWcFXJXY6PVzwkaW4ogCl0M0mutuFe6v/fBOX3MbXFrs7RSmPCkEphzcGMyypaoOZj7Au5qenlvnfnOUjVbOtPO8XCRsBjLXiWdVmN1D7MV8PrgalSXDkztFC065SAjSUU4g7TFxFaUust5zvnqcZNknrlNKWBCrgmflnuDm9ydtbb7M6WuXa3jVeu/CaNPoKIYQQQgghHju5gxZCfCFHY74705KdaYl1UFlHtxGwNNc6NuZrnWecV1TW0m/FLLTjg8eONvpW1vHR5pStUcHmKOfUfJO31gYS9T1hjsZ81eoq5YeX4ZNPsJMxjYsX8VVJce1jXJoeNPfaJMVnGbrVQnc6h6K+ZncPryJwiqjfRmmLm47xtUUpQ2OlSTmAbEtRJiFlukf7uy1+dComDit+8alGX4cHxt6BN2RAqiFC03aenp6t+sPkWFsxdQVWa5YbywcFH1pprLfcze4yzIZkJqOyFaujVXaLXZI64e2ONPoKIYQQQgghHi+58xBCfGFHY76fDDPevTXi6uaISWH47kqHQVIdivkCDNOKpLTEgabXjgi0OnjsuEbfRqjRWmE9bI0LbuymEvU9oe7FfM2lS7T+5b/E/8M/HkR9VRiC97g8x+7t4a3FpQlEEbrdRvd6B8/jsmy28g+Inn4a1WrOGn0NeJtQpw7rAlwV411BOTDYLKfOLVEX2vPT4xt9fUWuIPCOOR2hFWR45nEoFOgQvGNUjqg1RC6kjz6I+RpnyOoM4wzOOUIV0m10sd7ivWd1uMrVvau8c/cd/u7G3/Hy6Zd5ev5pWfUnhBBCCCGEeKRk4CeE+J3di/m+8uwiv3zhHP/vr9b4cHPKzb3s2EbfcVYTaEW3GdJvHd7T7LhG36Q0lLUl1Io/ONVlfSeRRt9vABWGzB+J+tppgopCzHBIuLREsLAwW+E3P49Ss8GwKwrM3buoMERF0cFqQJo96Cjc1OCNxY4KlPLoWOGdx3tHtZNRbUPRCJhcV3QudHklU7x8usPVsKJTDrkaaAZhzDkV0wA2MKTa07UGXEKhFSMg8J45ZwjSwUHMd88kGGfweFYaKzSCBmEY4vaHhACBCri6d5Vbk1vcmNzg0sIl3t6UVX9CCCGEEEKIR0fuMoQQX0oUaF5/boVeK2R9WB/b6IuHrLIsteODIQ48vNH3aMw3q4w0+n5DHI36tn74PNn//P+pt7aw0wlaN7Eo3HiMUgp3r+CjMdvzMVhaOvR8x8V8KSfgLKYE0KA1Zs9STTR1UtIYJIQ3Ai71cp5fTPlPcy0uz/fYwFIAHk/uPUMsBo/xmpZSlMA8QJ2BLchMTuErCGLOdM7QULNjdN4xraZkdUZpS3pxj8XmIkmdUNqSO8kdbk5vMiyGUu4hhBBCCCGEeCRk4CeE+NKiQPPqHy7xWqN9bKNvZR03dzPcAz/zWY2+x8V8pdH3m+Ve1Lf98sv0fvlLkv/6zxSXL1NvbpK/+y42z1FhiJ6bQ7fbuCKfrQZ8YE+/h8Z8lcYmY1xtcU4RdBoEHYPNS5zx1OOaaq/E7OXYcYPXf9CiT5sFXzFQlsRVRN6xpzVLXrOiYyo8U1/jURBEFCpgp04ItSL0nk6ZYlWJjztMyoTMZNSuZr4xz0p7BQDjDArFUmuJhm7w3s57bEw2uDy4zPMrz3Oue06ivkIIIYQQQoivhAz8hBBfmYc1+h4X8zXWP7TR97iY7z1lbVlox0SBkpjvN8TRVX+626X46Ap2d5fo/HkaFy5QbqzjswzcbGz8WTFfm1ucy/G+JIwhbDmUCvC1Am8JY1CBI78bUI00eRLx4lOGH/YiNlYC/tgl/JqS7ShiEoY0UbRRpGiGODJbYJQixoO1LOEgHaB0iCvGpNqS25x22KYbdQ/Osx21yU3OxniDOIipbMW1vWtsp9tsZVustFYk6iuEEEIIIYT4SsjdhBDiK3e00fe4mG87Do9t9H1YzBdAA9PSsD5I6DZCifl+w9xb9dd64QXGf/03B+Ue5eoq3ju80tjhEP1ZMV9rcVmOqx261UJ1QggAb9ARuNpTjjwqjvHOUA4tdV5iUgi7Ic80ai7NFbxxKuGtxWWuhG0GeAZYLJ5KebrOseIhV5CgCJQCPNiKvE4ogllhTUs1aFtzUPChUEyrKaUtUUoRqpA4iNFK47xjO9uWqK8QQgghhBDiKyEDPyHEI3G00fdozPfZ5S5rO8mhRt/Pivl679lLS/LKUpvZKi+J+X4zqSiid6Tcw+zsgLX4skR1u4QrKw+J+aazmK9S6G4PlhZwtiDwBuwQlyf4zEOtUTpChQ6lHN6DmRqqnQLTddiiy0/7HV5RPa74mjsY3i8SNgIYa8Wzqs1uoMh9ifMeXI1CkeLInaOFpl2lBOiDgo+JqyhtifWW893zNMMmaZ1S2pJABVzsXeT65Dpvb73N6miVa3vXeO3Ca3x/8ftP8NMQQgghhBBCnEQy8BNCPFIPi/le257ivUcpGKbl58Z8R1nNpLA471mZa7D8wONlbVnuNliZa/DOjSFrOwnv3x7zo6f7PLXQlqjvCXQ05lvfvk3+2/cp19exkzGNixcxu4NDMV8Am6Szlt9WaxbzDeP9/0Ls1OB8iXKOuOFQUYBTGl9blKtoLEBpLNlWSDkNKAvP3KWKF0/HvIThF6OUN1sRl+cW2AigwOGBsXfgDRmQaojQtJ2npz2YEkyOtRVTV2C1ZrmxTDNsAqCVxnrL3ewuk2pCVmdUtmJ1tMpusUtSJ7zdeZsLrQv8+PSPn8yHIYQQQgghhDhx5A5YCPFYHI357kxLdqYl1kFpHN1GxKm5+NiYr3WecV5RWUu/FbPQjg8eO9roW1nHR5tTtkYFm6OcU/NN3lobSNT3hLoX8+Xll5l//fVDUV+f53gPbjQC9ks80gSiCN1uo3s9nJ3Fw7EWN01ABYQLPVRLga1A13hvqac1toxwdYi3nnIPbJFjS0+04Wl2J3TPh7xhIvp6jgVfsaUM7/qKXEHgHV0VolDkyjOPQ6FAh+Ado3JErSFyIX30QczXOENWZxhnoIRQhXTjLtZbvPesDle5uneVdtDmH+/8Iz956ic8Pf+0lHsIIYQQQgghRPAjngAAIABJREFUPpMM/IQQj83RmO8nw4x3b41Y20kYZ4bvrnQYJNWhmC/AMK1ISkscaHrtiECrg8eOa/RthBqtFdbD1rjgxm4qUd9vgKNR33pzE3uk0RetZiv85udR6v51YkfD2b5/YYQ+9RQoZo2+NsZle/jaYyuH0hrddPjC472j3E4oNiFrBEyuKzoXurySKV4+3eFqWNEph1wNNIMw5iwRDa+4oSyp9nStAZdQaMUICLxnzhmCdHAQ890zCcYZPJ4z7TMHK//c/pAQIFABd5I73E5vcye/w6WFS1LuIYQQQgghhPhMcpcghHjs7sV8X3l2kV++cO5zG33HWU2gFd1mSP9/sXdvsXGeeZ7fv8/zHqrqrWLxJIqyKFkte9od2+12e1bTu7Pb25nEm5mkPUYmyM5ig2BzEeSEXOUiQE4IMshFFpggQYDcLBAkGeQqQRBgkR5MBlnvxj096d5xu92etmRbEiWKOpCUeKjTW+/xOeTipWhJpuxOm7Yl+f8BDNsS9daBBFn11//3/Dr3lxgc1uibloaytoRa8WvHe1zdTqXR9wnxaY2+uhVTXl3DTafQaxpyfVniBkNUoJtB4N0z/9qzmK0BPuyBN0RzMUpbKMfgLKYE0CgdUO4ZqrGmTktaOynhesBzszkvLUz5k5kO7/dnuYqhxOPx5N4zwGLwGK/pKEUJ9AHqDGxBZnIKX0EQc6J7/7BvUk3I6ozSlszGs8zFc0xNc97fRroh5R5CCCGEEEKITyTvdoUQX6pfptEXD1llWUzi+7a2Htbo+2DMN6uMNPo+YR7W6OuLELzH5Tl2bw9bVWAtKulAWaH7/YNruCxrCj6A6PRpVKfdbP0pjU1HuNrinSLotQi6GpuXOOOpRzXVXonZy7GjFt9/ocMcCbOuYEc5pj4n8o49rVn0miUdU+GZ+BqPgiCiUAHbdUqoFaH3dMspWANxj3E1ITMZtavpt/osJUsYY7DeolAsdhZp6RZ/uf2XrI3XeH/nfV5aeomTvZMS9RVCCCGEEEIAMvATQjwCPq3Rt7KO67sZ7p4/80mNvofFfKXR98l0WKOvnaSoKMQMBui5OfTSEtoa7GSC2o+Ku6LA3LmDCkNUFDUFHwDtWWxucS7H+5IwVoQdDwT4WoG3hDGowJHfCaiGmjyNeOWU4cVexNpxzy2m/IyS21HEOAxpo0hQTNEMcGS2wChFjAdrWcTBdAfCGJsPmGLIbU4SJvSi3sFj7YQdcpOzNlojDmIqW3Fp7xK3p7fZyrZY6ixJ1FcIIYQQQggByMBPCPEIeVij72Ex309q9D0s5ntXWVvmk5goUBLzfUI8GPPtfOslsp++Tb21RTUcQKtF0JrBTrNmCJhlzXl+rebrJlhc/Ohi1uKyHFc7dKeDmombn5S2Qkfgak859Kg4xjtDObDUeYmZgk40Z9YMz/cLXjue8uOFY3wQJuzg2cFi8VTK03OOJQ+5ghRFoBTQNPpmbkyhm6FkR7VIrGkKPgClFJNyQmlLlFKEKiQOYrTSOO/YSDc4v3Oed+68wxvrb3Bu+ZwUfAghhBBCCPEVJe9shRCPnF8m5pvE4aGNvg+L+QJoYFIaru6k9FqhxHyfMHdjvsm5c8y+/jrpj/6c0c9/jt3dRY1GYC2+LFG9HuHSEq7Im23A4KOvEZdNm5ivUujeLPrYEtgcTAl2gMtTfOah1igdoUKHUg7vwYwN5UZJEULYm+HbZyK+tdxibVmxETveK1LWAhhpxVmVsBsocl/ivAdXg9KkOHLn6KBJqikBGsoJKugwoaK0JdZbVnortMM203pKYQoGxeBg6+/i3kVujG+wPl6Xgg8hhBBCCCG+ouSVvxDikfRpMd+zx3pc2U7va/T9pJiv9569aUleWWrThIMfjPne2Mv4YGPMGx/c5qWVWTpxwKn5hBdP9g+7i+IRdnfrz77wPPXFi8TDIfkv3qO8ehU7HtF65hnM7g4+y8B9FBa36bRp+e100N0uKoohipvfmxicL1HOEbccKgpwSuMqi01L0B5vHOUkoJpq6szR2s14ej3guUXP78xO+ZNuxPsz86wFUODwwMg78IYMmGqI0CTOM6ubrT9MjtcFqS+xQcCx1rGDgg+FYlLdv/W30F4grVMp+BBCCCGEEOIrTAZ+QohH2sNivpduT/DeoxQMpuWnxnyHWc24sDjvWZppceye3y/q5tezyrK2MyUONR9uTXhqts1CN+bHV3Z4Zj7iu88ufMGPXnxWOklovfIK/X6f/ve/f3/BR57jPbjhENgv8ZimEEXoJEHPzn50IWtxkxRUQDg/i+oosBWoGldZvDWgApTWBB2wtbq/4GNQYBdjvv/1kDk9w7yv2FKGd31FriDwjhkdoRVkePo4FAp0CN4xrMcYDZEPmUM3MV8dMC7HH9v6AzDOoFDMteYobMFbW2+xOlzl0t4lXj3zKs8vPP9lfDqEEEIIIYQQXxAZ+AkhHgsPxny3JyXbkxLroDSOXivi+Ex8aMzXOs8or6isZa4TM5/EB7+ngXFeUxiHpin4KGuH854kDtgaFazvTtkaxIxyw9/9zRkp+HhMPVjwUW9uYt99F5vnqDBEz8yAVs2GX79/XyO0HQ6ac//CCH38FCigSrGpw/kUZTXRjEJFCuUdfuoARxBZnHdkm5pyoCgnHb7zguLccpeLYUW3HHAx0OyEMSdVTAtYwzDVnp414FIKrRgCgfPMYAimO1BOsFHCpJ5gvb1v6w+gHbbZLXbJTU4n7FDZitXhKrvFLmmd8lb3Lc50zvDXlv/aF/1pEEIIIYQQQnwBZOAnhHhsPBjzvTnIePfGkCvbKaPM8OxSl520ui/mCzCYVqSlJQ40s0lEoD8a5IzymtI4rPOcXkhoRwF3JkWzPYjiGydmuLqd8tP1EVe2M64NKyn4eIw9WPChez2KDz/A7u4SraygWzHl1TXcdAq9piHXFQV2MEQFuhkE3j3zL+rhytsQtAjne9DyYEuoUnTgMFNwtUYfFHw4bFlj7YRoPeS52ZyXFqb8yUyH9/uzrGEpAI8n954BFoPHeE1HQeWhD1BnYAqG5ZAaQ6Qj5kwNxQjiHk41Md+szihtifOOXtzDeov3nqujq2xON7ndvs2oGvG3+39bYr5CCCGEEEI8YeTdqhDisXM35vudswu8/vLJT230HWU1gVb02iFznY8GG9Z5xkWNdU3M927BRxKHZJVldXvCjUFGVhkqY1ndrhjkRgo+ngB3Cz46L798f8y3CMF7XJ5j9/bw1jabfUkHygrd/+g8xwe3/pwz+GpKoENsOsLVFu8UhDG6E+BtM0iudivqQUmhC8J2h7+x3OJEX3F1VnPthCINKyLv2NOaRa9Z0jGld0yUoZljewpvGLqaQGlmXE2QD6BKoRgx1orMltSupt/qs5QsHdzn0pYsthc51j7GX975S9bTddama7y09BIneyel0VcIIYQQQognhAz8hBCPtV+m0RcPWWVZTOL7YpqDaUVtPVGgPjXm222F2HsKPjaGOXvTikFW8XuvrEjM9zH1YMzX7Ow0zb1RiBkMCBcXCZeW8FWJnUxQ+5ujh279eQ+tPrYC53K8LwljRdjxgII2uNrhTY3znmoaoAJNMNac6tesJJoXrzl+Y8HyZ2dKtloR4zCkjaLjA6ZYBt6SeYNR0EFTek9fASoAU2FNzlQpcgxJNEMv6h08Vq001lvuZHcYV+Mm5jtaZbfcZSvbYqmzJI2+QgghhBBCPCHk1bwQ4rH3aY2+lXVc381w9/yZorYM8opAK/qdT4/5GmMAMA7mk5goUPzkyi6Xb0/4cGssMd/H2IMx3863XiL76dvUW1vYyRjdbkM3wU4zzGCAzrKHbv155/BZjqsdutNBzcTNT1pbgfK40jdbfzqAwOOsQzuPihR+YpnbrTk+qPn13Yr3vt3ig5mEHTx3lME5T6Wg5yxLqkWlFRNXcxBejxOyKqWwBSjomJzEmoOCD+MMWZ1hnIEStNe0ghZaaZx3bKQbnN85zzt33uGN9Tc4t3yO0/3TsvUnhBBCCCHEY0jemQohnhgPa/Q9LOZrrCeJAkrlmG1/eswXQCuYlIarOym9VkhlLBe3JmxPSon5PgHuxnyTc+eYff110h/9OcX772N2djDb22AtvixRvd6hW38APstwRQFKoXuz6GNLYHMw5X7BR4GqIV7qokKFGUzAOZRStJZiyq2cbMNTDto8n4d864UWa8uKG0HFhXLMtVAxCluc1S0qPJeVZeodXZOBLUh9TQ50nCNxxUHBB3GXPZNinMHjOZGcICQkMxm1rxkUA+IgprIVF/cucmN8g/XxOs/NPydbf0IIIYQQQjyG5JX7F0gpNQfM7f9vVNc14/H4y7xLYt90Ov2y78Jj7VF8/v75Z2doKUM39GyNSwbTkqw0aDwz7ZAkCamMY1IYamvZX+Bjd1pRWUekFTOxPtjss9aym1ZktaOqLc46OnFAbTTWWi5ujri+k7I1SNncG/P9F5e+1Jjvo/Y5+bLuz2e63XN/heiF5+HiRdTmJm5hAbW+jhuPCU+dgqrCX7mCmUwIWi2ss9g0hSxDtdvQbuOUhrCL1x1svYcnJJiJwFd4o1BhE/Mt7kxRu+Arh7MaM9CYytGuJ5zqhzzbz/kXF1P+r37ChZk213xNCDgPuXcMfI1BMdUQKUicog/4agpVSlYMKJTDq4Dl9hKhV1hn8c4zqkbkdY5SilCFzEazTM2UvMq5PrzO1cFVbo9vsznc5HdO/44M/b5CHrXvI4+br8Lz97g9xkft/n6Z9+eLuu3P+3Y+j+s/al8n4tEjXyOfzVfh+fssj9E59+kf9Ev6XF61K6VmgSWa4dYQ2Pbejz6P23rM/AfAf3H3fwaDwZd4V4R4skWB5re+vsh3zszxwVZKtxVw8faU3WnFU/02X1vssJ1WrG5PmZaWbhxQGseoMASqKfi4L+ZbGKaVxXk41otZSD7aCiyNY7Ebs9iN+MWtCdd2My5sTnjp5AwnZ9s8f6JHEgeH3U3xiNNJQuuVV+CVV+j89m+T/emfUn3wIWb9GirYL/goChgOcXUF0ymEIarTQd0T9XXDId5YVKuDXpjDmxxlK1A1tnJ408Ruldbo1v6Zf0C1W1Ntl+RBRZQk/I2VmGMnA44ta263PKmriJRnT8ECmjk0OZ4Z5VDWgTaUwLatCbUiwJGUEzAlPugwoaayFdZbTiYnaQUtAKy3APTjPqUteWfnHdYma1wZXeF7J7/Hc3PPkYQS8xVCCCGEEOJRdSQDP6VUCPwrwGvAPws8fcjHXAd+CPwx8A+99+Yobvsx898Bf7T/3//3sWPHvt6/5w2h+PLJ5+OzeRSfvz5w4tg8331+5b6Y77VBxXwSEQYhhTHcTmsU0I1DSuNYSFqEYfMt0jpPWjkq65lPYhZ77YNhYOwUpa3ZmRqmtcd4uLyds50adjPL8X6bv9zKv7So76P2Ofmy7s9R3W7/93//vqhvURQwTXGjEcHcHH4+RJUFem6OIGqGwq4oYDxGhwF6dpagv9ycq1eluOw23qc4p4l7ChVq8BaFw5QWnEcpqMYB9UQTZQG/NrY8e0Nz57hm7XjOz1qK260O4yAkABSOCaBxZIBRmhaaynsWFWhXgytxtiLzJS4IWGov0W11Dx5nEicMyyHVuKITdjDesDZZY1gPqVTFhfEFifl+hTxq30ceN1+F5+9xe4yP2v39Mu/PF3Xbn/ftfB7Xf9S+TsSjR75GPpuvwvP3qzxGrY/u/eJnepW+H1H9j4B/EzhGs5LggA1gDxgDs8A8zRDw3wD+HrCjlPofgT/03g8/y314nOw/1iGAUqo+yk+kEOKTPdjmuz0p2ZtWaA2tSFPWjhOzbZRSTPLqvoKPwbQiqyxxoJhN7i/4MM4xLZszAQdZ0+jbCjVaK6yHW4OcX9wc8tNre/zphS3+6tkFzix2peDjMfVJBR/VcIBSGhUEuNEIpRTuYQUfOoCohytvQ9AinO+hOgpMCcUYWzhcrfFGEXQCdOJwpcMZTz2q8QNYHhu+dtvw2q/Bj0+c5ANv2FKGd11OjidQMIMm0TE5ntTVBCjQESjNsBphtCfyIXOmhmIEcQ+nFJNqQlZnlLbEeUcv7mG9xXvP1dFVbk5ucnHvIm/eeJMXFl6gE3U42TspBR9CCCGEEEI8In7ld5tKqf8Q+E9ohnmrwD8A3gTe9t5PDvn4GeA3gH8O+LvAfwz8u0qp/8p7/9/8qvdDCCF+WQ+2+d4cZOSV5b1bIwZZxTivqYwDpe4r+BhlNVopuq2AuU503zV30wrjPNSWp+Y6tKOAtDQUtWVvWtIKm6jwB5sTru9mXN1Oef6pPj++siMFH4+xwwo+Rj//Oeb2beyFC9g8R4UhemYGnSSHFnzY4aAZBoYR+vip5q/MqhSbW5xN8dYTdiPCxVl8XeJtCt4RdkOUMuQbFVUck48iXvma41uzEWtLAV015aKq2QkCThLwNVpcpSZXBucdmIxCKYbKE3jPjDME2R6EMRQjxlqR2ZLa1fRbfZaSpYP7XJgC7z25yVmfrBPrmMuDyyx3l5lvzUvBhxBCCCGEEI+Iz/Jq/A+B/xP4+977v/i0D94fAv6T/X/+c6XUb9IM/f4QkIGfEOILc7fN9ztnFwCoreOHF7c5vzFic5jzs+sD8soS6pp+JwIP07JmoROh1EfbfdPSkNfNWWcnFzoHjb4aGOc1hXFomq2/xW7MpKgpjePmIGN9d8retGKQVfzeKytfasGH+Gzubv3ZF56nvngROz9P8eEH2N1dopUVWmfOYHa2KS5dxk2n6G4XVxTYwRAVaHS/jwr2z3iMejjdw7kc3VaoCKgyUAE6VrjKUt5JUQF4pykHnroAU04JeyFPt2r+nZmCN79W8/7MDGtxwGVqPB4FDLwj8wajoANUNLF38E2TcDVhqiHHkeg2Pa+a+LEOUDSbf6UtDwo+SltivSUJEzbSDc7vnOedO+/wxvobnFs+x+n+adn6E0IIIYQQ4kvwWQZ+v+69f/dX/cPe+58A/7JS6tuf4T4IIcRn9uDmX68V8f7miJ20YmWuQ2Ud17bT+2K+RW25MykItSIK1H3x3FHeDPas85xeSA4GgcY5tIL5JKaoLT+5ssvl2xM+3BrzOy8+JTHfx9zdgo+Zv/7XGf3gj8kvnKdaW6NcXSWYm4X9iG+9sQFKfTzmC7hsiivKZsCXdNAzEXgDptk4dZXCW79f8KFQoUUp8B7qsSEfFwQhnLsWc+Ks5upSwLUTituxw3pPpaDnLEuqRalggsF7wNWgNJl3FNaBVnRMSVJMmtuOu4xddTDgW+mt0A7bbGfbOO/Ymm5hvaWyFRf3LnJjfIP18TrPzT8nW39CCCGEEEJ8CX7lV96fZdj3eVxHCCE+q7ubf688PXdfwUdeWTyecV4TBAFZ1ZzZ1woDwLLYax1cwzrPuKixzrM00zoY9gF0ooCdSdm0ArcCKmO5uDVhe1IyKQw/vtKRmO8TQEURs6//LsHcHMX8AmZnBzvYQ2mNarXwZUm0vAxafTzmm07xWYZOEvTcMVR/BqoUX2XYbIzzU5SDuBegQnCFw9UOO61Q2uGNo5wEqKnmRKZYOe55cd2zs6x462TJ1UgxCluc1S0K51il2fjruqZHK9WQK0XHexIgsBXYAmsrJq7Aas2x1jHaYRuAdthmJ99hXI0BCFXIQnuBtE4pbclGusH1yXUGxYBhOeS1Z14j0tHHnjMhhBBCCCHE0ZK/ahdCiAc8WPCxOcz56VpJXjuioon5JnFIXlkmRU14TwHPYFpRW08UKOaT+ODXvW8GhtPKUhiHJ6LXjjAOPLB6J+XGXsYHG2Pe+OA2L63M0okDTs0nsvn3GHqw3KO+dQuX5+QX3scOB9jxGKoKUNhh013lsgw3TSGKmoHfbLMVSHsWpzu4avzxgo9yhCs93lrQGqUCgo7H1gpnPHpkmBvA8bHh21sVP/pmyPvzHdYwBMrjnSMHBlhMEDFVnghP4hSzCtAheMewHFJriFzIHPog5pvXOYUpqF3Nqd6pg0GgcQaFYq41R2EL3tp6i9XhKpf2LvHqmVcl5iuEEEIIIcTn7HN5B6mUCmhae1sP+xjv/fXP47aFEOIoPBjzjbTj4u0pw9yyMtfh7LEeV7ZTsspg9ze0itoyyCsCreh37m/zHWbNsK+2jtlOi+Mz7YPfK2qL856ssqztTIlDzYdbE56abbPQjaXg4zF2t9yDc+cAmKtr0h/9OcX771NvbmLfffe+gg+0ajb8+v37zot0wyHeGHT0QMHHuML5HGU88WIbFYVQZ/jUgGoafl1Vk92oKNsx30kjlr4Zcmw5YDOqSa0hChR7QcCi0szjyfD0lUdZCy6l0IohfFTwMd2BcoKNEqb19KDc4+6wD5rNv91il9zkdMIOla1YHa6yW+yS1ilvdSXmK4QQQgghxOfpSF9lK6X+BeA/BX4T+KTMjj/q2xZCiM/D3Zjvs3OaP7mwzeXdkqvbKZduT/DeoxQMpuVBzDeJAkrlmG1/9C3QOs+0MuSVJWkF9Nofffs7rOCjrB3Oe5I4YGtUSMHHE+TBzT/d691X8KFbMeXVNdx0Cr0eAK4o8KMRBMHHCz5MBMoQ9iOUtrAfzdUhmLTClVWzpGebgg9bKs76irPrAVtzJesnc36WtLjd7jDGE6AAx9g7lLdkymO8pqMUJfsFH3UGpiArR5QYQhXQMzUUI4h7ONWUe2R1RmlLnHf04h7WW7z3XB1d5ebkJhf3LvLmjTd5YeEFOlGHk72TsvknhBBCCCHEETmyoZtS6l8F/jea9687wDqQHtX1hRDiyxQFmu+/uMTPN0sWujHbk5LtSYl1UBpHrxVxfCamNI5JXt1X8HFvm28nCujGn1zwcWdSNMNEFN84McPV7VQKPp4wdzf/Oi+/fF/Bhy9C8B6X59i9Pby1eGOg00FV9xd82OEAbwyq1UEvzIPNwVZgDbYEV3m8VdAJ0R3w3uDxVLsVauA5dqNg+VLId0+EXOlHXJ11XDkBb4cFOZ5AwQyaRMdUeCa+ptll9eAtqa0xgaLnHEmRNuUexYixVmS2PNj8W0qWDu5zYZqv7dzkrE/WiXXM5cFllrvLzLfmpeBDCCGEEEKII3KUr6b/YP/f/xbwR9579wkfK4QQj50HY743Bxnv3hhyZTtllBmeXepSGcfF2460MPT2B3Jp2Wz3deKAbis8iPo+rOAjiUOyyrK6PeHGICOrjBR8PKEOLfiYpKgoxAwGhIuLhEtLmCzDpulBwYcrCuxgiAp0s/U3s9Scq1el2CrAuSHeG8JYEc7snyXpLK52eFPjvMdMA5TWVBPNqX7NSqJ58Zrn6WOWH501bEcBJwn4Gi22sVzGMt0v+CiAqVZE3pOgCXQIpsKanKlS5BiSaIZe1PvosdJs/pW2RClFqMKD1t8kTLid3ZaCDyGEEEIIIY7IUQ78fg34off+fzrCawohxCPnbsz3O2cXeP3lk/c1+oZa4zzktWVvWmKcJy0NYaDpxiFznY8GGA8r+Dgs5vtgwcfGMJeY7xPiwZhv51svkf30beqtLexkjG630XGMyzLMYIDOsmazL+lAec/Wnw6amK9LcTZAJy1UP25+0tsKlG8KPpwCHaACh7fgnUdFCje2zGxUfG+t5hsfOlbPaFaX4NqJim4coKwjU7ChHEqHdBVU3pHs7/0RJ2RVSmELUNAxOYk1BwUf43J8MOBb6a3QDttsZ9v4/SHm1+e+zrXxNSn4EEIIIYQQ4ggc5cBviybKK4QQXxkPNvo2G3g1UaDZm9YsdmMWkpisMvQ74UERwycVfBwW872rrC3Hei2WZlq8sz7gynbKe7dGfPv0nDT6PubuxnyTc+eYff31g3IPs7OD2dwA5/Blier1CJeW8FWJnUwOtv4AXDbFFQUohe7Noo8tNVFfU2JTh/MFqoZ4qQsazDAF56hTC87ja4sZwcIk4KWJ5sSyZ3jdcHPZsva0oR0qShVwXAV0UYypybynZzKwBamvyYGOcySuuK/gY1JPsN5yrHXsoOAjiRJyk7M2WuNWeouszqTgQwghhBBCiCNwlK+c/3fg7yml2t774givK4QQj7QHo77fPj3HX6ztsjkqGOc1gVKgmkGeUupTCz4Oi/kCBEphvWdrVDDKayrr+HBzwtawYHOYc7zfPmj0/fWTbcJ7hoji8fLg1p9aXaW88D7cvIkdj2g98wy+KikuXcZNp+huFwCbTpuW304H3e2iohiiGKzFmSEo2xR8UOGdQkdgph5VloBHKUfQBms0MzagP9JMB46VSc0LuzU/eTFg0EsY44lQ4BU5loEzGGCqIVKQeM2sB+op1CnDco8aR6Rj5tAHW3+HxXyl4EMIIYQQQojP7qjP8Pst4AdKqX/Pe3/lCK8thBCPvHujvr/3ygo/vLjN+Y0Rm8Ocn10fkFeWUNf0OxFJHB5a8PGwmC+AcY5p2QwLB1kT9W2FGq0V1sOtQc4vbg756bU9fpCE/JXTff6ZU0a2/h5jd7f+zHPP0fnt38a/+cODgg8Vfrzgw01TiCJ0kqBnZw+uc2jBR13g6hJnQTlLPBuiQt1sEhYalCLuBISVo7NueOq25pt7IWvfbHFh2XO75Uh9SQTsKceiCplXigxPX3mUc+AshYKhtQRKM+MqgmwXygnEXcau+ljM9y4p+BBCCCGEEOJXd2SvkL33mVLqbwE/Bj5USl0DbgGHlXd47/2rR3XbQgjxqHlw66/Xinh/c8ROWrEy1+HssR7bk+K+go9PivkC7KYVxnmoLU/NdWhHAWlpKPbPC2yFAaVxfLA5oRMq1nczXtwpD7b+pODj8abCkP6nFHwE8/PNhl+/fxAff1jBh5sOcdR4XxB2QlQEoECDDhxmWuPKCh2Ct5py4LGl4qyvOLsecOe4Yu14zs9aitutDmMd0OyjOsbeobwlUx6DpqM0pW8GgZgS6hxbpkyosEpxLOrK+EsmAAAgAElEQVTTNiXo6KGbf/cWfGykG5zfOc87d97hjfU3OLd8jtP907L1J4QQQgghxL4jG/gppVaAN4DnAAU8u//PYfxDfl0IIZ4od7f+Xnl67r5yj0u3J8wnEQpFVlluDXMUHBrzBZiWhry2AJxc6BxEfQ8r+FjsxozzitI4bg4y1nenUvDxhPjUgg/dxqJwoxFKKdwnFHw4G+CMQrUS1PwMRK4ZxhVjbOFwtcYbBZ0A3QHvDR5PtVuhRorFjZrlwPPdY54ri22uzsKVE/B2WJDjCRTMoEl0TIVn4ms8CnDgLUNbUGtFpGCuysFtQzF66ObfdraN846t6RbWWypbcXHvIjfGN1gfr/Pc/HOy9SeEEEIIIcS+o3w1/N8C36AZ+v33wFUgPcLrCyHEY+uwco+9aYXW0Io0Ze04MdtGKfWxmG9RW+5MCkKtiAJ1Xzz3YQUfVW1QCuaTmKK2/OTKLpdvT/hwa8zvvPiUxHwfcw8r+Kg3N8nffReb56gwRM/MoJPk8IKP6RSsRfd66IWnmr+qq1JsbnE2xVtP2I0IF2ebll+f4mqLB1xlqcYGpUOCsebUnmUl0bx4zfP0McuPzhq2o4CTBHyNFttYLmOZOkvXOgpgqBUBnhkfEAQhmApMjrUVE1dgtb6v4KMdttnJdxhXYwBCFbLQXiCtU0pbspFucH1ynUExYFgOee2Z14h09PEnTwghhBBCiK+Ao3y397eAy8C/5L23R3hdIYR4IjwY8705yMgry3u3RgyyinFeUxkHSjHMKoCDgo9WGACWxV7r4HqfVPDRjgN2pzW/uDmi2wqojOXi1mS/Rdjw4ysdifk+IR7c+tO9HsWHH2B3d4lWVmidOYPZ2b6v4MMVBX46hTBEJQkq2P/aiXo43cO5HN1WTcy3yiAIQSlc4fGmaoaDWuOcR6sQFSnc2DKzUfG9tZpvfOhYPaNZXYJrJyq6cYByjkw5NpRC6ZCOgtI7+neX/uME6pxhOaTWELnwvoKPvM4pTEHtak71Th0MAo0zKBRzrTkKW/DW1lusDle5tHeJV8+8KjFfIYQQQgjxlXSUAz8NvCPDPiGE+GT3lnsA1NZ9asFHXlkmRU2oPxrOPazgw3vPpKjJKktlPZ6IXjvCuOY8hdU7KTf2Mj7YGPPGB7d5aWWWThxwaj6Rzb/H2N2tv87LLzP6wR8flHuUq6sEc7PNwC7LqDc2QClUtwtledDwC+CyKa4oQQXopIOeicAbsDW2dDinULUnno9QocZManCeOrXgPL62mBEsTAJemmhOLHuG1w03ly1rT1vaAZRac1wFaGCCw3sPJgNbUHjDEAi8Z8YZgukOlBNslDCtp9Supt/q31fu0Q7b7Ba75CanE3aobMXqcJXdYpe0TnmrKzFfIYQQQgjx1XOUr3z/KQ8/s08IIcRD/DIFH1e2U7LKYPcjmZ9U8DHMmmFfbR1zSczxmXuaT2uL856ssqztTIlDzYdbE56abbPQjaXg4wmgoojZB8s9BnsorVGtFr4siZaXca0WdjLB5zn0egDYdNqUfiQJeu4Yqj8DVQpVjjM1UBP2ombzz3t0CCa1qMIBHqUcQRus0czYgP5IMx04VlLLC3sVP3lBM0hixijq5t4y8ha8IQOMgo5SlEAfoM7AFGTliBJDqAJ6pt4/66+HU025R1ZnlLbEeUcv7mG9xXvP1dFVbk5ucnHvIm/eeJMXFl6gE3U42Tspm39CCCGEEOKJdpQDv/8M+H+VUv+29/5/OMLrCiHEV8InFXx471EKBtPyIOZ7WMGHdZ5pZchrRxIF9NoffZs/rOCjrB3Oe5I4YGtUSMHHE+LBmG996xYuz8kvvI8dDrDjMUoHTYVGnmP39vDW4qYpRFEz8JtttgJpz2KnNZ4Q1Wmjl+bB5mBK3GSIMx7lIJ4LUIEG5/CFBqWIOwFhreisVzy1Ad+8o1j7VocLJxS3WpZ3fUWuIPCOGR2RqOCegg8AD96S2hoTKHrOkRRpc95fMWKsFZktDzb/lpKlg+egMAXee3KTsz5ZJ9YxlweXWe4uM9+al4IPIYQQQgjxRDvKV7jfBP5n4B8opf514B8Bt+C+s+cPeO//lyO8bSGEeGIcVvCxPSmxDkrj6LUijs/ElMZ9rODj3jbfdqTpxp9c8HFn0gxFFIpvnJjh6nYqBR9PkLsxX86dA2Curg8KPrKNjf0BX4gZDAgXFwnm55sNv34fpZqtUVcU2MEQFejm12eWmnP1ijFuJ8f7kjBWqHYHlIY6QwcGk1lc7dAh+NpRZgG20pzVhrPXA+4c1/RWSj6MNDthzEkV8zXCjwo+vKHrDAUw1YrIexI0gQ7BlNhqwlRDjiPRbXpeHZz3p2g2/0pbopQiVOFB628SJmykG5zfOc87d97hjfU3OLd8jtP907L1J4QQQgghnhhH+Q7uj2iOh1LA94C/+ZCPU/sfJwM/IYR4iMMKPt69MeTKdsooMzy71KUyjou3HWlh6O0P5NLSkFeWThSQxMFB1PdhBR9JHJJVltXtCTcGGVllpODjCXbv5h9vv4158UX8+fPUW1vYyRit21gUbjRC7Z/5541BJR0oK3S/31xIBzgb4HyEijyq1wJXNwM/D7Zsmnx9BbRBtzQej1eaardCjRSLGzX/2nuWy095bvYDrszVXFt2TcGHdWQKNpRD6ZCugso7Ejy4Erwn847COtCKjilJikmz+Rd3GbvqYMC30luhHbbZzrZx3rE13cJ6S2UrLu5d5Mb4BuvjdZ6bf062/oQQQgghxBPjKF/N/pdwt2pPCCHEUbi34OP1l0/eF/UNtcZ5yGvL3rTEOE9aGsJAk0QBs/fEeR9W8HFYzPfego9LWxM+2Bzz02t7/OmFLf7q2QXOLHZl6+8xp7tdWq+8QuuVV5j5O79/sPVXb26Sv/suNs9RYYiemUEnCb4qsZMJyn/0Y96mUzAG3ZtBz840MV9bYacVrgZvPWGiCfsxoEDXuNriaYaB1digdMjTY83cnOepxDNc9/sFH4Z2qChVwHEV0EUx9jWZd/RsCUCqIVeKjvckQGArsAXWVkxcgdWaY61jBwUf7bDNTr7DuBoDEKqQhfYCaZ1S2pKNdIPrk+sMigHDcshrz7xGpCOEEEIIIYR4HB3ZuzXv/R8c1bWEEEJ83GFR30lREwWavWnNYjdmIYnJKsNMOziIZH5SwcdhMV9omn4H0wrvmyHgB5sTru9mXN1Oef6pvpR7PEEePO9P93oUH36A3d0lWlmhdeYMZmeb4tJl3HSK7nZxRYFLm/P+VNK9P+Y7tjg7Qcca1VKgAggiUAZXeLypml1/rXHOE6qQ41HI3Ngy3TScXbf8xnnD5VOareUWaydAxwq8J8cxAEwQMVWeCE/iFLMKmuywY1gOqTVELmQOfRDzzeucwhTUruZU79TBINA4g0Ix15qjsAVvbb3F6nCVS3uXePXMqxLzFUIIIYQQjyVZzxBCiMfIg1Hfb5+e4y/WdtkcFYzzmkApUDApapRSlPknF3wcFvP13jPOa6aVpTCOuSRisRszKZrh4M1BJuUeT6C75/11Xn6Z0Q/+mPzCeaq1NcrVVYK5psDDZRn1xgYohe718GWJ7nb3L7Af83UhBDG610H3I/AGbI0tHc4pVO2J5yNUqDGTGpynTi3KeTq1Jx5a+qHmqaFmsKu4ve7ZOOH4s6ctUQB7QcCi0szjyfD0lUdZCy6l0IohEHjPjDME0x0oJ9goYVpPD8o97g77oNn82y12yU1OJ+xQ2YrV4Sq7xS5pnfJWV2K+QgghhBDi8SOvXIUQ4jF0b9T3915Z4YcXtzm/MWJzmPOz6wPy2hFow1y3RRKHhxZ8PCzmO8yaYV9tHbOdFsdn7m5CObSCpV6bVqR5Z33Ale2U926N+PbpOU7NJxL1fQKoKGL29d8lmJujmF/A7OxgB3sorVGtFr4siZaX0d0EM57gswx6PaCJ+fosa1p+546h+jNQpVDlOFMDNWEvQkWA9+gQTGpRhQM8SkPQ0djKgwtYGnnmB55TqeWZ3Yr/50XNVhIzDhT7HcOMvUN5S6Y8xms6SlECfYA6A1OQlSNKDKEK6JkaihHEPZxqyj2yOqO0Jc47enEP6y3ee66OrnJzcpOLexd588abvLDwAp2ow8neSdn8E0IIIYQQj7QjfVemlDoO/Ps0pR1PAa2HfKj33j97lLcthBBfVQ9u/fVaEb+4ucfutGJlrsPZYz22J8V9BR8Pi/la55lWTfFH0gro3XMO4L0FH60woLKODzcnbA0LNoc5x/ttifo+IR6M+da3buHynPzC+9jhADseo+IYBdg8x+7t4a3db/2NmoHfbLMVSHsWO63xhKhOG70035z3Z0rcZIgzHuUgngtQcQje4yc1KAi7IVEI3EyZvQ3fuK248UzM1Vm4cgLeDgtyPIGCGTSJjqnwTHy9f6iwB29JbY0JFD3nSIq0KfcoRoy1IrPlwebfUrJ08BwUpmmwzk3O+mSdWMdcHlxmubvMfGteCj6EEEIIIcQj7cheoSqlngd+CCzSnM4jhBDiC3R36++Vp+f4X39yhQubE26OKi7dnjCfRCgUWWW5NcxRcGjMd1oa8toC0IkCuvFHPyYOK/hohRqtFdbDrUHOL24ODy34EI+nuzFfzp0DYK6uDwo+zM4OdpKiohAzGBAuLhLMzzcbfv3+wRmSriiwgyEq0M2v33ve306O9yVhrFDtDkQdsBU6trjKUu5VKO3xxlFOAupcs1IbVnoBL17zPH3M8qOzhu0o4CQBX6PFNpbLWKbe0HWGAphqReQ9CZpAh2BKbDVhqiHHkeg2Pa8OzvtTNJt/pS1RShGq8KD1NwkTNtINzu+c55077/DG+hucWz7H6f5p2foTQgghhBCPjKP8K+n/GjgG/B/A3wcuee/TI7y+EEKIX0IUaL7/4hKznZCrg5rtScnetEJraEWasnacmG2jlPpYzDctm+2+ThzQbYWfWvCRloZivyW4FQaUxh1a8PHMfMR3n1344p8McaQe3PzrfOslsp++Tb21hZ2M0bqNReFGI9T+mX/eGFTSgbJC9/eHv3fP+/MRKvKoXgtcDVUGQdicF3hPwYfSGhV6VKDxHhhbZjYqvrdW840PHatnNKtLcO1ERTcOUNaRKdhQDqVDugoq70jw4Erwnsw7CutAKzqmJCkmzeZf3GXsqoMB30pvhXbYZjvbxnnH1nQL6y2Vrbi4d5Eb4xusj9d5bv452foTQgghhBCPjKN8Nfo3gYvA3/He+yO8rhBCiP+fokDzW19f5NVWwoWNMTcHGXllee/WiEFWMc5rKuNAKYZZBUBWGdLSEAaabhwy1/n0go/Dtv7uLfhY3834xc0h/zRS/OOLu3z3ueWDrT856+/xdXfzLzl3jtnXXz/Y+qs3N8nffReb56gwRM/MoJMEX5XYyQR1z8sDm07BGHRvBj0708R8bXV4wUcU4ooaV1tsblGBwtcWM4KFScBLE82JZc/wuuHmsmXtaUM7VJQq4LgK6KIY+5rMO3q2BCDVkCtFx3sSILAV2AJrKyauwGrNsdaxg4KPdthmJ99hXI0BCFXIQnuBtE4pbclGusH1yXUGxYBhOeS1Z14j0tHHnjshhBBCCCG+CEf5bksB78qwTwghHh33lnsA1NZ9vOCjsoS6pt+J0CiyytDvhAeRTHh4wcdhW393byctapz3WOe5OSi4MSi4MSwPtv7krL8nw4Nbf7rXo/jwA+zuLtHKCq0zZzA72xSXLuOmU3S3iysKXNqc96eS7kcx34cVfKjma8SV4G0NeJRyBG2wRjNjA2aGimzTcnbd8hvnDZdPabaWW6ydAB0r8J4cxwAwQcRUeSI8iVPMKkCH4B3DckitIXIhc+iDmG9e5xSmoHY1p3qnDgaBxhkUirnWHIUteGvrLVaHq1zau8SrZ16VmK8QQgghhPhSHOXA723gzBFeTwghxBE7rODj/c0RO2lT8NEONVd2pqSFYWb/bL9PKvg4bOvPe09tLJPSMikMs0nEfCdiWllK47g5yFjfnbI3rRhkFb/3ygqRDP0ee3e3/jovv8zoB39MfuE81doa5eoqwVxT4OGyjHpjA5RC93r4skR3u/sXCB5e8GErbFXiLChniWdDVKjBOXzetPpqHB3jiYeWfqh5aqgZ7Cpur3s2Tjj+7GlLFMBeELCoNPN4Mjx95VHWgksptGIIBN4z4wzBdAfKCTZKmNbTg3KPu8M+aDb/dotdcpPTCTtUtmJ1uMpusUtap7zVlZivEEIIIYT44h3lK88/AP6xUup17/0PjvC6Qgghjti9BR//8Oe3eO/WiKvbKUWtcR7y/XP5jPMY6w8t+HjY1t8wq8lrR2Uc/ZkWx2faGGOwzqMVLPXatCLNO+sDrmynvHdrxLdPz3FqPpGo7xNARRGzr/8uwdwcxfxCU+4x2GvO4Wu18GVJtLyM7iaY8QSfZdDrAZ9S8GFzwO9v/Xmaw/3AGYerHa6AoAVBpxkA4gKWRp75Pc/prZoX3q+5tKzZSwI25x13ljXEMPYO5f8/9u48xtIrve/79znvcte6tbG6eiU55EzL5HhmSLGtGclyrGSU0cJhTFiRIMl2FDtIDNgxLChxIMORsziAYxsKbEBxjPxhOA5iJ4ojTyDZViTGmtHEGokz08OtSXZzafZWVexa7v7u5zz5462q7mp2kxxW7zwfoFHou73vvX3JuvXU75yfJRGlUkNLhBzoAZQJVBlJPiSnIpSAblVCNoS4i5O63CMpE3Kb49TRjbtYtagqbw/f5uL4Iqe3TvPVC1/l8YXHaUUtDncP++Sf53me53med0t95J+qROTfus7Ffw/4NRH5J8BvAxdhz37wu1T1dz/qsT3P87ybIwoMzz55hPl2zEInZn2cM85KosCwNS1Z7MQcmInJK7en4OP9Un/ToiKvHI3QEF+V3GvFAUlheXN9TCMMKKzj9dUxa4OM1UHKgV7TL/W9T1y7zLe8dAmXpqSnXsUO+tjRCIljBLBpit3aQq29YcGHTS2qAdKauZL6q3LscIhWilohaAhhLwZVdFwC4BxQKs1NS0uE5XVhtGDYbMPWOcfJA5bff0SZCMxgaJuYAmWsJfX+JApqmdiSKhC6ztHOJnW5RzZkZITE5rvJv6X20u5rkFUZqkpapZwbnyM2MW/032C5s8x8Y94XfHie53me53m31H4+YX4VuN5+fQL8GeBPf8D9g30c2/M8z7tJrl3m+8SxOf7g7Carw4xRWtKMDJ04YJqX9Kc5SVHdMPU3zStK63CqNKKARnRlaGfkvQUfjdBgjGAVLvVTXro44JvvbPGbp9b4/CcWfMHHPW5nmS8nTgAwV5a7BR/VxgZ2PEGikKrfJ1xcJFxaek/Bx/um/gY5zqWYACSOodEDW2AiSzW1SAGogjicFUIRDkQR82PHpF/RHVsOTBxf/7ThcBjwMA3WsbyBZaoVHVeRAVMjRKq0MQQmrIeNxZipgRRH2zTpquzu9yfUyb/c5ogIoYS7rb/tsM3KZIVXNl7h5OWTPHfuOU4sn+BY75hP/Xme53me53k3zX5+gvrHXH/g53me592Dri74ePbJI7vlHuvjnPVxjnWQV45uI7pu6g/q67PSYUSIttt+dwzT6j0FH5O8IttePtwIA/LK8drqmPObCW+vT3zBx33m2uRf67OfIfnmtyjX1rDjEabZhE4bO02o+n1Mktww9edsgIYdREqkYZBAoUggCHGV4sp6b764BxIaqqmCBIgI7aWYYL3i+DnHgcvKJ9fh5GPwzsGCThwg1pEIrIhDTEhHoFBHG91uDlESdWTWgRFaVU47G9fJv7jDyBW7A74j3SM0wybryTpOHWvTNaxaCltweus0F0YXODc6x/H54z7153me53me5900H/nTpKr+hzfxPDzP87y7yLWpv4v9hBcuDHhrfcIwqXh0qUNROU6/65hkFd3tBF5RWQrr6EQBnUa4u9TXqTLJK6xjT8GH4b2pv8VOzDir23/PbSY+9Xcf2kn+tU+cYPaZZ/ak/qr1dbAWzXOk271u6g/A5QUuzyGMkWaMmYlAKygLXKGoE8KmIo0YJMA0SlxhybcKiqHg0hIqZWbL8HAmdCpH/3zFxWXL2QcrmqGQS8ABCeggjLQkUUfX5gBMDKQitFRpA4HNoZxg8yFjKqwYHmgu0jR1ArYZNtlINxgVIwBCCVloLjApJ+Q2Z2WywvnxefpZn0E+4OlHniYy0XteO8/zPM/zPM/7MPxPS57ned4NXZ36e+Zzh/cUfITmvQUfSWGJA0MjDphrXVXwkZSUTokDs6fgY5iW70n9AZTWMclKnCrWqU/93ceut99f+tLL5G+/jR0NaTzyCFrkZGfewE2nu62+WuRQlEi7jZlbRHozUExwoyFOSyS0SDsGcSD1e8TloLYEFBGHiUER2hLw8IawfNnyiXOWP/JKxRtHDWvLDc4eBBMLqJLi6ANVEDEVJUJpO2FWHWj9uIMypQwMkTjmihRGlyDukGpFVmWUruRo9+hu02/lKgRhrjFHZjOeX3ueNwdvcmbrDF986It+ma/neZ7neZ73kdzUgZ+ILACfAx7YvmgDeFFVt27mcTzP87zb78MUfBycbTLNKwQQqdN9WWkZZhWBvLfgY5SVWKd7Un+qSllZxrllnFXMtqM9qb+L/YRzm1O2pgX9pODZJ48Q+aHfPe/q/f56P/7jDH/9N0hPvUJx9iwShqCKu6rgwyUpEkeYZhMzOwsi0JzF9hNQg5mZwczP1AUftsAWOc6COEs8GyKhqVs9TECVKwZHCyUeWHqh4dDA0N8U3j2nrBx0/O6DliiArSBgUQzzKAlKTy1iLYglMwGDwBCgzKgQ2AJshrUFUy0psfQavd1hH9TJv81sk7RKaYUtClvw5uBNNrNNJuWE5zt+ma/neZ7neZ733bspnxxF5CeB/ww4QV3ace31zwO/rKr/7GYcz/M8z7szPqjgY7YVIyJsTvLd1F9llVYYkIvdU/DRnxaUVokC2ZP6GyQlaekoKkdvpsGBmZ0klMMILHWbNCLDyXN93lqf8PKlIU8cm+PofNsv9b1PSBQx+8yXCebmyOYXrlvwES0vY5MERHaHyy7LcJMJRBHS7uwt+LApoITdCIkUEBCwmcUVoAUETQhaBlsouICloTK/pRxbK3n81ZIzy4atdsDqvOPysoHQMkIRlMSEVEFACyVXRw/ARCCGpBiRGyXE0K1KyIYQd3FSl3skZUJuc5w6unEXqxZV5e3h21wcX+T01mm+euGrPL7wOK2oxeHuYZ/88zzP8zzP897Xvn4qEpEY+N+AP0k96FPgHeDy9k0OAA8Dnwf+DxH5NeBPqWqxn+N6nud5d9b7FXykRbUn9XdgJibNC8aZ7BZ8ZKWlnxYE5r2pv2lRl3s0QkN8VXKvHYckheXN9TGNMKCwjtdXx6wNMlYHKQd6Tb/U9z7yQQUfwewsGEO1ubmb+tOqwnS7aJ7vLv3FBNjUohogrRnM0nyd+qty7HCIKxW1QtgRwl4Mqui4BOoAIKXS3LS0RFheF0YLhs02bL3jOHnA8fuPKpPAMCPQJqBAGeNQVagSEMMER+WULnql3CMbMjJCYnNKV9Jr9FhqL+0+/6zKUFXSKuXc+ByxiXmj/wbLnWXmG/O+4MPzPM/zPM97X/v9hPi/Aj9BPeD7G8A/UdX+1TcQkXngZ4C/Tj0Y/MfAT+/zuJ7ned5d4oNSf83I0DAR08LSn+YkRUVllXYUkIvbk/qb5hWldThVGlFAI7oytLtewUcjNBgjWIVL/fQ9BR8PNOGxg116t/9l8W6S9yv4yJJ0T+ovXFpCAkM1GqNJAt0uLsuw/QESGEyvtzf1N8hxNq2DeK0mNLpgC0xkqaYWKQBVEIezQijCgShibmQ5uFJw8Lzje087XnvQ0JwXOodi1mLHG1imWtFxFRkwDSAC2goB1MPGYszUQIqjbZp0VerzMgFCnfzLbY6IEEq42/rbDtusTFZ4ZeMVTl4+yXPnnuPE8gmO9Y751J/neZ7neZ636yMP/ETkR4GfBF4GflhV1693u+0B4N8Xkf8TeA74SRH5h6r6Wx/12J7ned7d5/1SfytbE6xT8srRbUQcmInJK8c4LXZTfwB55chKhxEhCgyd+Mq3qesVfEzyimy7NKQRBuSV21Pw8ehik+fPDXjqE4VP/d0HPij1Z5pNwgcWsZMpNkkoV1bqJb/tFuQFprc9+jUBzgY4aYIpMc0QEzooEghCXKW4UhFriXsgoaGaKhBQTizilFblWB46ZgdwuA8Xlx3ZhSlHlkPeesiSBLAiDjEhHYFCHW0AV9bLfNWRWQdGaFX5leRf3GHkit0B35HuEZphk/VkHaeOtekaVi2FLTi9dZoLowucG53j+Pxxn/rzPM/zPM/zdu3n0+CfAxzwMzca9l1NVddF5GeoB4T/EeAHfp7nefepa1N/b6xs8vLKmAvDgmFS8ehSh6JynH7XMckqutv77hWVpbCOThTQaYQfWPBxvdTf3oKPjFOrY15ane6m/h5a7Pi9/u5x75f6s/0txBik0UDznGh5GYxgx2NEdfcx7GSKJimm3cX0GkgDsAWUBa5Q1AlhU5FGDBJg4vJK6o96H5Ow4WhVAVTC0QHIqiW5YJl93fH6MVibD8gOGeLYMKIkUUvXVQBMDKQitFRpA4HNoZxg8yFjKqwYHmgu0jR1ArYZNtlINxgVIwBCCVloLjApJ+Q258Logk/9eZ7neZ7nebv289PO9wPfVNVXP+wdVPXV7QKPH9jHcT3P87x7xE7q7w8thvzo40v867fGvHxpyNvrE0JjcArpdkKvckpSWOLA0IgD5lofXPBxvdQfQGkdk6ykqgTrdE/q77FDPb/X333k2tRfeekSLk1JT72KHfSxoxEUBSDYwQAAlyS4aV3uYTodzIFDoA6KCW40xGmJhBZpxyAOxOBKV4fzrCXuCWIcIGgqtO+wmJUAACAASURBVAtDRwyZdfQuW5a2HEc3hcsHhf6Fiv5ywMmHHamBPpYqiJiKEqG0nTCrDrQElEGZUgaGSBxzRQqjSxB3SLUiqzJKV3K0e3S36bd0JZNiglOHddan/jzP8zzP8zxgfwO/JeB3P8L93gae2MdxPc/zvHtQFBieffII8+2YhU7M+jhnnJV7Cj4OzjaZ5hUCu82r71fwcb3Un6pSVpZxbgkEes3wmtRfPfh7bWXEc6+9y2eOzNKKA9/ye4/bSf1x4gQAc2W5m/wrV1exL7yATVMkDDEzM2AETZJ6Xz8RkACas9h+AmowMzOY+Zm64KPMcWWKujrVJ1Hdvou1OAuuckjhaDYEiR22hJlSmBkKSV/ZShxMLF/9NGxFIYtimEdJUHpqEWtBLJkJGASGAGVGhcAWUGXYfMKUkhKlF3VoVjmYCCeyO/CblBN6cW9P6m9lssL58Xn6WZ9BPuDpR54mMtEHvJKe53me53ne/WA/P9WMgbmPcL85YLqP43qe53n3qA8q+JhtxYgIm5N8N/V3o4KPG6X+BklJWjqKyrHQiXigGxOGIZVzCFDaOkl4dmNKHBpeXxtzaLbJQif2yb/7yLXJP9Ptkr3+GnZzk+jIEUwjJn/7LG46hW4XAJdluEmd/JN2Z7fgw/Uv4zTZm/ozETbN0cqhlRK0IGwpYNCpIkHIcqeBDWH24pSD71o+tSqcPWZYnXNcXjYQWkYogpKYkCoIaKHk6raLZhyoJbEZuRFCgW6Zw3R9t+U3swWlK5mJZ3ZbfitXIQiLrUUapsGL6y9ydnSWVzde5TNLn+Fw97Bf6ut5nud5nnef28/A7zTwR0Wkparph7mDiLSAH6Tex8/zPM/7mHq/go+0qPak/q5X8PF+qb9pUZFXjkZoiAPZPWYrCrg8zhimJVDv95eXdSNwOw5YG2ac25yyNS3oJwXPPnmEyA/97nk7yb/W5z7H8Nd/g/TUKxRnz6JZCKq4NMVubaHWolWF6XbRPMd0OtsPEGALrqT+Fq5O/eXbxbqKhAbCGFQxcYkrHflWgRilVVjioTA3MTycwGYXtt5xnDzg+P1HlUlgmBFoE1CgjHGotWBzACZGqFC6amibCKoCW6VMRcixxGGTRtDYfc7tqE1apZwdniUOYgpbcGbrDO9O32UtWWOpteSX+nqe53me593n9vMJ759T78X3t4G/9CHv87eALvBr+ziu53medx/5oNRfMzJ04oBpXtKf5iRFdcPU3zSvKG09xGtEAXF4ZWCX5JasdJRWeXB7v7/L4wxVRRC+5+AMb69P+MZbm7zx7pjX10b8yKcP+WW+9wmJImaf+TLB3BzZ/EJd8DGeIFFI1e8TLi4SLi0hgaEajdEkgW73fVN/GpSIpEgEEm4vCxZASlzm0LIAoS4RCRUTBCxqwNxIObhScPC843tPO1570NCcFzqHYtZixxuuZCpKx1myMK73+9tu+Q1EIGqTFBNKm6ECcSXEtmR7+oggjIsxuc0REUIJiYMYIwanjpXJii/48DzP8zzPu8/t5yeYvw/8ZeAvbCf3/oqq9q93QxGZA/4OdbPvxe37ep7ned6u90v9rY9zrIO8cnQb0XVTf1Bfn5UOI0IUGNrb+/rtJP9K65htXdnvrx2HJIXlzfUxF/oJSVFRVJbTa+PtPQYrfu+tll/me5+4dplv67OfIfnmtyjX1rDjEabZJHxgETuZYpOEcmUFRK6b+nMa4ZyBqIm0Y0wvAq3AFthMcVYRFeK5GAnBZSXOKja1SCC0Ksfy0DE7gMN9uLjsyC5MObIc8NaDliSElSBABDpAAbRVoUrAZuRakQOiSlwVtNMRVAXEHUauILc5Vi1Hukdohk2m5ZSsyuhn/d3Uny/48DzP8zzPu3995E9zqpqKyDPA7wB/FvgZEfl/gG8B69s3WwJOAD8CtIAB8IyqZvs6a8/zPO++dm3q72I/4YULA95anzBMKh5d6lBUjtPvOiZZRXc7gVdUlsI6OlFApxHuLvWd5hVZaQmN0G1e+dZngFFaklUOQ73Mt9uMqBwocGZtzGurI775zha/eWqNz39igYcWOz71d4/bWebbPnGC2Wee2S33qDY2sP2tOpHXaKB5TrS8jOm096T+ALTIoSiRdhszt4j0ZqCYQJHibA5qCVuCtDt1A3BucZmtl+pKHQQMG45WFUAlHB2ArFqS8xWzryuvH4O1BSU7KMRxwIiSRC1dVwFQGCgFWkid/KsSqKbYfMiYCiuGB5qLNLdLOq6X+ru64OPC6MJ7Un8LwQLH547T295R0PM8z/M8z7t37OunFVV9UUSeAP5n4EvAs8CfuOZmOxso/Rbw51X13H6O6Xme5318XJ36e+Zzh/nKdy7x8qUhb69PCI3BKaSl3S34SApLHBgaccBcK8JaC8Akr6ic0m2EdOIr3/qGad3ca51ybHuZL9RNv/1pgWo9BHxtdcz5zbrd97FDPV/ucR+5NvVXXrqES1PSU69iB33saITEMQLYq/b7c0mKxBGm2cTMzoJI3fI7LVGJkdhhZltQpiAGmzucBVFLPCOIcYCgqdAuDB0xZNbRGzqW+o6jW4bLy0L/fEV/OeDkw47UQB9LFUSkokRAU2HWORALIgzKlDIwROKYK1IYXbph6g/Ybfl16rDO7kn9Pdx5mJPrJ3ni8BM+9ed5nud5nneP2fcnN1U9D/yoiDwO/DjwOWBx++pN4EXgX6rqq/s9lud5nvfxFQWGZ588wnw7ZqETby+5LfcUfBycbTLNq3obNal/35RXjkleEQaGThzuKfgYZSXWKUszjT3DvlFaMi0sWeWYa0csdmLGWT0cvNivB3+vrYx47rV3+cyRWVpxwHysPHaw67NQ96id1B8nTgAwV5Z7k3/X7PcXLS9jkwREdt9rLsuw/QESBJjePNJpQBHXBR95Cg7ClkOiCMSAtTgLrnJI4Wg2BGk4bAkzJcwMhXRLmb5bcfSM5cxBmMaGag7eXTYM4nqAKM6CODITMAgMAcqMCoEtoMqw+YQxBVaEB6IezSoHE+FEdgd+k3JCL+7tSf2tJWucn5znnek7fPXCV3l84XFaUcu3/Hqe53me590DbtqvarcHevfdUE9Efo66lOSTQETdTvy3VfV/v6Mn5nme9zH0QQUfs60YEWFzkrM1zSlKu5vsyytLuxHsPlZ/WlBaJQqE+Xa8e/kgqYd9O/v9HZipk1CVcwhQ2jpJeHZjShwaXl8bc2i2STeC588NeOoThU/+3Qc+aL+/YHYWjKHa3NzT8ivtFuQFZnYO2m1ozmEvr6CSIJHDdAPAgomwaY5WDq2UoAVhSwGDThWRgHkX0Csd2WbBAeM4elnoz8KwbSnPCWeXlD94xNEXqExAFQS0UHJ124NnB2oZ2IzSCJFQp/7cOmRDRkbIbEHpSmbiGZbaSwBU28uGS1eSVRkvb75MbGLe6L/BcmeZ+ca83+/P8zzP8zzvLuc/oX2weeArwAtARr1s+Z+KSKaqX7mjZ+Z5nvcx9X4FH2lR7ab+5lsBSzMxcRgyykqmuWWmGZGVln5aEBih14r2pP6mRUVa1MPBq/f7a223+g7TEqiX+uZl3QjcjgNWBwmnVse8tDr1+/3dR95vv78sSd/T8qtFjh2PEVUAXFFiJzkSNzC9HjLbgGJap/7KfLtYV5HQQBgDgolLqqlFCkCVWJSogq4TOlHE4sgiq46D5x2fPAOvPgjlnDI9ZJjGMMbVewXanAwYGNlO/QUEQQhVji3GTA3kKLGJaDi72/LbDJtspBuEUr9vQwl3lwO3w7Zv+fU8z/M8z7sHfOSfQETk06p6ar8ncLMe51ZR1b97zUXPbe9b+KeoB4Ge53neHfR+qb/+JKcZBhycazF515IUBZcGKQK0o4BcHLPNaPexpnlFWtb7/rWiYM9+f0luyUpHaZUHt/f7uzzOcE5ZHWZ1YUjl/H5/97EP0/JLp42dJlT9PiZJbpj6c/3LaFAikiIRSCggAQQRripwpSLWEvfq66opCAGLE8G5gKS0zAyVpT4c3RJWlhV7oWJj2fCNh5W+URIclQlpCdupPwWXgyqJOkrrUBFiLYiL6e5+f6lWZFWGEcPh9mE6jQ7ryTpOHWvTNaxa3/LreZ7neZ53l9vPp7GXRORXgb+pqi99t3cWkSeBvwr8yX2ex52wSb281/M8z7tLXC/19+2zl9mYFEwKizHQiAx56Tg420REGKcF7qrHmOR1uq8V72353Un+7Szz3dnv7+rUn3OO0Mie/f7ObSa8dHHgW37vM++X+qvW18FaNM+Rbve6qT9MgNMI5wxETaQdY3oRaAVlgSsUdULYVKSxnfqLSqqpQ4o6YdpEkdjSrAyNytAYCnbg6CTKNHF87XHoGsOShBTontQfQG4gF0FQYhXatoRyE5sPmWIpBRaiHo3twd1O6m9UjADe0/K7Mlnh/Pg8/azPIB/w9CNPExn/UcnzPM/zPO9O2c9PG/8N8J8DPyUiLwP/FPga8B1Vza+9sYg0gSeBHwJ+FngcmG4/zkciIk8B/y7wfdt/jgCoqnzA/VrUw8afBh4EtoDfBH5JVS/d4D4h0AZ+bPuYP/FRz9vzPM+7tXZSf3/4QMxraxP6hZAWlpcvDeknBaO0pKhc3WqaFAAkRbWn3GOutTf5l5WW0MieZb5Xp/6OzDZohIYwDCmtY5KVOFWsU5/6u49dr+U3fell8rffxo6GNB55BC1ysjNv4KZTTKcDgBY5FCXSbmPmFpHeDBQT3GiI0xIJLdKOQRyo4krFVSDOEc9wpeU3M8yY+v06Ki1z7xQsv2v55Jrwwh8KmD8UksbwhiuZitJxFsIGhThKHC0V2qoEtgKUpEzJA0Mo0C0zzHgVmjO7qb/SlRztHt1t+a1chSDMNebIbMbza8/z5uBNzmyd4YsPfdEv8/U8z/M8z7tDPvLAT1X/WxH5B8BfA/4D4G8CClQicgHoA2NgBlgAjgEBIMAQ+HvU6cD1fZz/LwF/4ru5w/bg8V8DXwBWgf8beBj4s8CXReQLqvr2Nfc5uH1bAAv8BVX9V/s4b8/zPO82aMcBTz04S69XVxiU1u3u97c6SPn2+T5pYQlNSa8VYRCSoqLXCnebV6FO/u2Uf+ws87029dcI68GdqlJWlnFuGWcVs9dp+T23OWVrWtBPCp598giRH/rd865u+e39+I8z/PXfID31CsXZs0gY1kO7NN0t+HBJisQRptnEzM6CCDRnsf0E1GBmZjDzM2BTKDJcWaBWCRsgcQgq4BwmCqgShysLOpHBlUprCrNTWKhg9ULK5rIgD1nSAPomoBIlRYmApiqzlQWp9++bGEOF0lWh5SqkGGO1YqolJZZeo7c77IM6+beZbZJWKa2wRWEL3hy8yWa2yaSc8HzHL/P1PM/zPM+7E/b1yUtVLwN/WUR+Efgp4MvADwKPXOfma8DXgX8B/KqqZvs59rZvAC8B39z+8w7Q+ID7/JfUw75vAF9S1QmAiPwC8MvAP6ROIV5tA/gj1MPLHwV+RUQ2VfX/ugnPwfM8z7tNrt3vr9uIeHV1yMak4Mhci2ZoeGtjyiSrmNne2y8r7Z7k384y3xul/gZJSVo6isrRm9nb8msElrpNGpHh5Lk+b61PePnSkCeOzXF0vu2X+t4nJIqYfebLBHNzZPMLVBsb2PFkT8FHtLyMTRIQ2R0uuyzDTSYQRUi7g8wsgbO4/mWcmyKBRWIgbIIYKBJsVuFKQSu2B4AOddBBOLwJc0NlumY5elo5cwimsaOaM7y7bBiEFlFF1IGJyYKIKZZIHW2EwDRQEZJiRG6UEEO3KiEbQtzFiTAuxiRlQm5znDq6cRerFlXl7eHbXBxf5PTWab564as8vvA4rajF4e5hn/zzPM/zPM+7xW7KTxWqmgL/y/YfRGQJOADMUqf5Lu8zyXej4/6tq/9+dRrjekQkBv7T7b/+xZ1h3/Zj/Q8i8nPAHxeRp1T121ddVwHf2v7r74jIAnWi0Q/8PM/z7kE7+/09+eAcX/nOJV6+NOTt9QlZaXAKaWnZmuZUTqlsnezLq7q5d8e1qT91Fqd16i+vHI3QEF+V3GvHIUlheXN9TCMMKKzj9dUxa4OM1UHKgV7TL/W9j3xQwUcwOwvGUG1u7qb+tKow3S6a57tLfzEBtgAkxDQbmJm4Tv2JwWYOV4JWStiGsKWAAVGcM8ximCkh26w4YBxH1w39WRi2LeU7wtkDjj94xNEPDJWBCkcHKIC2KlKlIMIEV7/XUdrZGKoCsiEjIyQ2p3QlvUaPpfbS7vPPqgxVJa1Szo3PEZuYN/pvsNxZZr4x7ws+PM/zPM/zbrFb8glre7h30wd8N8EfpR5CvqWq37nO9f8M+CzwDPDt61y/4wXqJcCe53nePSwKDM8+eYT5dsxCJ2Z9nDPOSqLAsDUtWezEHJiJCQRGWck0t8w0o+um/ioH08JSWodTpREFNKIrQzsDjNKSrHIYIAyERmgwRrAKl/rpDQs+vHvX+xV8ZEm6J/UXLi0hgaEajdEkgW53b+pvdh7phFDEUOa4MsNVYEJF4gDCCBCoSlxi65IOlFgcUQVdB50oYnFkkVXLwQvKJ8/Aqw9COadMDxlcLIwoSdTS0ZIcYRrUTWVtrfdmocqxxZipgRRH2zTpqoCrlwULdfIvtzkiQighuc2xammHbVYmK7yy8QonL5/kuXPPcWL5BMd6x3zqz/M8z/M87yb6uP1K9XPbX0/e4Pqdyz/7AY/zA9TLhz+QiJy6wVWPOucYjUYf5mG8W2w6nd7pU7infRxev3vtOd5t53unzufDHvf7jrZ2Cz6+54EG374wYm2UMc4skSgLnYhhmjPJSvLKIkA7MhSVoxFCVVU4Z8kKS1rU1wcCDVNfB7A1zclKS2UdR+aaNELDNLDklWV9lNAIDWlecrGf8M76hDfXhnzqQIff6cZ8Yi7k+x+evSOvjXeTnXiK6PHH4PRpmp/6FPl3voO9fBk3HkEYEiwsoKMx1WSCy/N6b792G/IcbTaxcQeiLm6wgdUMJEfiAIlAETAxVZ7jrCLOEvVAAoNNFNSwOFKsGtKyYmboWOoLR7aElWXFni/JlkO+/rAjCZRVUcSEdETI1dFSUFuCCFO1ZLYuvmm6jGYyxBUZGnUYUOwWfBxuH6YRNNjMNqmqiovDizh1pEXKymSFc8NzvNV/i0/2PsnXm1/n+NxxvrD8hfsi9fdx+G/sXnuOd9v53snzuV3HvtXHuRWPf7e9T7y7j3+P7M/H4fXbz3N0zt2087j3P019dx7c/nrxBtfvXP7QzgUi8jvUS3dfB5rUJSE/C/wnt+gcPc/zvDtgp+DjqQdnefoPH+DfvN3ntbUJG5OCQVJiRGhsD/kOzDRoxwHjrCQpHN3t3WNLWzf2tiJDOw529/tzqkzyCuuUB7rxbsGHERhn9RJgAUIjzLcipoXdLvjIOLU65luR8LU3B3z+kUWOzbd47GCXdhzc4Jl4dzvTbtN48kkaTz5J+8d+lOwb36B8/TR2cxM3GIARpNHAFUWd+mu3seMxJAl0OiABrgCtQDo9ZKYBDQVboLbE5YATgo4icQQSIFGJnTpcYYH6A43EjmZlaJSGZl8wq47kYsHcacdrx2BtPiBbNkRxwJiSFEvXlYDU6T4xtFRpA4ErkCzBFSOmYnFiWAzmaWwP7pphk41sg1FZ/6IzlJC5eI5pNaW0JZeml3ht8Bovbr7I11a+xhMPPMGRzhGOzx2nHfrUn+d5nud53nfr4zbw625/TW5w/c4Yduaqy14E/hJ1y/AUeBV4RlV/48McUFU/fb3LReSUMebxneZI7+7g/z325+Pw+t1rz/FuO987dT4f5bj/3lNzfDGvOLUy4mI/IS0sL18a0k8KRmlJIwyYlkpuc0a5pSgtWaXEoaHVCFnsNnf3lt0Y51QO4tCw2G3uDgInk5LCKk4dxxbaNKN6iOdGGUnpwFisCm9uZqyMSlanjscO9XhxLb1pe/3dbe+Rj6PZp5/G/dAPkb32GuWlS7g0JT31KnbQx45GmEYDSRKqooDRqF6qmyZIFBF0u4QHD9XFG8UEt7kJUiKREvQaCBVIgFYFrgJxlrgniHGAoKmhXRo6qSGzjt5ly9KW4+imcHkZ+uct/YNw8mFHamCAowoipqJEKG0V5lQRVwHKsMooA0MkjoUqJ5i+C3GHXCsKV2CxHO0e3W36dYkjsQlUYNXy1ugtVpNVVtIVjs8f59To1D2/19/H4b+xe+053m3neyfP53Yd+1Yf51Y8/t32PvHuPv49sj8fh9fvozxHY27ePt735ien20hVfx74+Tt9Hp7ned7tt1Pu8X2fWADqBN/XTq/zysrwPfv9zbcCDszEZJUiXCmSykpLPy0IjNBrRbvDPuuUUVZinbI009gd9qkqZWUZ55ZxVjHbjq5J/SW8vT7htZURz732Lp85MksrDnzL7z1uZ68/TpwAYK4s9+z3d23LbzA/jyYJpter32sS4GhgU4fEzfryXgOK6fZ+fynqIGw4JIrqll9rcRZc5ZDC0WwIEjtsCTOlMDM0JFuO5HLF0TOWMwdhGhuqObiwLAxioacWsRbEkpmAQWAIUGZUCGwBVYbNJ0wpKVF6UYdmlYOJcCKUrmRSTJiUE3pxj4XmApNyQm5zViYrnB+fp5/1GeQDnn7kaSIT3eF/Kc/zPM/zvHvDx+2ngp1W3hutDdmuxGN8G87F8zzPu8dEgeGHH1/m+x9d5NTKiCeOzfEHZzdZHWb0JzmzzZBR4dic5HtafttRQC6O2eaVYUV/WlBaJQqE+Xa8e/kgKUlLR1E5ejMNDsw0qap6ObAApVWSwnJ2Y0ocGl5fG3NotslCJ/Ytv/eRD2r5NaaJRXDDISKCSxK0qpB2C/ICMztX7/3XnMP1L+M0QUKLtGMQBybCpjlaObRSgtaVll+dKmIC5q0wUxryrbJu+b0suy2/x88J7xxwvPQJRVASE1IFAS2UXB3177MdqCWxGbkRQoFumcN0fbflN7MFpSuZiWd2W34rVyEIi61FGqbBi+svcnZ0llc3XuUzS5/hcPewL/jwPM/zPM/7AB+3gd/57a9Hb3D9zuXnbsO5eJ7nefeoq5N/zz55hK+dXufbZy+zMSl4ezN7T8tvXjnGacHOFrzvl/qbFvWefo3QEF81tGvGAZfHGcO0BOqW37ysG4HbcfC+Lb8+9XfvulHLb7m6SvrCC9g0RcIQMzODabfRIseOx4jq9gME2AJQU99mYQZsup36y7eLdRUJDYQxqGKikmrqkBzqll/dbvmV3ZZfVi2HzyufOgPnjwrpvDI8ZJjGMMbVy45tDsDECBVKVw1tE+1p+c1RYhPRcHa35bcdtUmrlLPDs8RBTGELzmyd4d3pu6wlayy1lnh+9fl7fqmv53me53nerfRx+4T04vbX773B9TuXv3QbzsXzPM+7D+yk/nZafjcydlN/o7SkGRk6ccA0L+lPc5KiumHqb5pXlLYe4jWigEZ0ZeCX5BVZWZeCPLi939/lcYZzyuowwzolrxyvrY45v1kv+33sUM+n/u4j16b+TLdL9vpr2M1NoiNHaDz0ENXGOtmZN3DTKabTwWUZbjKBKELaHWRmCZzF9S+jQYlIikQgYb0sGAFXFbgSxNYtvyYUqikIAYsTwbmApLR0RnBgoBzeEpIlpXFBubgs/O7DytgoHWfJwrje709dXe6hBaiSqKO0DhUh1oK4mMLoEsQdJGwyLsbkNkdECCUkDmKMGJw6ViYrvLLxCicvn+S5c89xYvkEx3rHfOrP8zzP8zzvKrd94CciB4BfUNVfvN3HBv4NMAQeFZEnVPWFa67/97e//vrtPS3P8zzvXrfT8tvr9XZTfzt7/a2Pc6yDvHJ0G9F1U39QX5+VDiNCFBg6cf1t2qmSlJbSOmZbV/b7a0XvTf0tdmLGWUleOc5tJjdM/Xn3rp3UX+tzn2P4679BeuoVirNnyd98k2BuFraX+JYrKyCC6XbRPMd0tncuMQFOI5wzEDWRdozpRXXtb5nXDcBOCZoGadQD6d3UX1G/15pAM3YEFWgpMFTaaznfc0GYfd3x8jEYzAdsHlI6MRRA+6rUX24gF0FQYhXatgI7BFsyEkeOw6rlSPcIzbDJtJySVRn9rL+b+ju9dZoLowucG53j+Pxxn/rzPM/zPM+7ym37NCQix4D/Avhz1J8Tb/vAT1ULEfkV4K8B/6OIfElVp9vn9wvAZ4Gvqeq3b/e5eZ7nefePa/f6u9hPeOHCgLfWJwyTikeXOhSV4/S7jklW0d1ecltUlsI6OlFApxHuLvWdFpa8VEIjdJtXvnUnuX1P6g/qcpFJVuJUsU6vm/p7ZD7iBx9duP0vjnfTSBQx+8yXCebmyOYX6nKP/hZiDNJooHlOtLyM6bSpRmM0SaDbBUCLHIoSabcxc4tIb6Zu+R0NcS5HAoeJDRq2EAE3rupyD3XEsxEiFqyl5QKkgFAEa5V43dHow1wfLh5wfPaC0F82vPSwMjFK11kIGxTiKHG0VGgjBCYCddh8wNiAFcMDrSWa2yUdgrwn9Xd1wceF0QWf+vM8z/M8z7vKvgZ+ImKAnwZ+BDgAXAb+FfCrquq2b3MM+K+AP3PV8f75fo571fGfBn7pqovi7ct//6rL/oaq/our/v7fAT8M/ADwhoh8HXgI+DywTj2Q9DzP87x9u3qvv2c+d5ivfOcSL18a8vb6hNAYnEJa2t2Cj6SwxIGhEQfMtfYu9a2cY6YZ7ab+dvb7uzb1d72W36tTfzstvy+Fwtfe2OR7H17yLb/3sGuX+ZaXLuHSlPTUq9hBHzsaIXGMADZNsVtbqLW4JEXiCNNsYmbrVCDNWWw/AYkwzQDphkiVA4IrHVrP6hApwTnAoM4QFUJUKLZpKBuWbuHQ0vDgUGDLcvRdx7EzjjMHIYwMG/MWt6xEsdAEZq0FNwFjGKhSqhKpMpcn4OplviNXkNt8T+oP2PjAkAAAIABJREFU2G35deqwzvrUn+d5nud53raP/MlHRELgXwJfBOSqq/408JPAT4jIzwG/Qt2KK8BXgP9aVW/WHnlL1IO6a33+mtvsUtVMRP5t4K8CPws8C2wB/wj4JVW9eJPO7T1EZA6Y2/5rVJYlo9HoVh3O+y5Mp9M7fQr3tI/D63evPce77Xzv1PnczuN+mGP9O4/O0JCKTqhsTAr6UyUQ2JjkLLYjlroRSWERFGstUC/zneSW0Ait0KDOUjkY5xVpYQkEWpFQVRUAg7QkKS1FZel2YhZa2+nBUnDWkuYlSWF5c5QTB8KZy1MOzjSYa0f8TjfmsYNdfvDRBUIjN3we3l3q+HHk+HECoPOlL5F94xuUr5/Gbm7iBgM0CCi3tgjm5zEPPIBLEpzU7wsAzevCDw1DdGYW1wyQcoomGa4CMSChRSWEIMKmFrWglRJ2AhptQSpLVQkdhbENyAtLuOVYCGBxA7ZmHA+24XveEc4ehNMPO1CH4sg1oB9AAHQVTJWgVYbNx4wpsAgL0QxRnlCpoGLIy5xpNWVUjOhFPWajWabVlLRIOT84z5tbb/LK5Vf47bd+m+Pzx2kFLQ62D3J87jjt8NYm/+62/w/fCvfac7zbzvdOns/tOvatPs6tePy77X3i3X38e2R/Pg6v336eo3Pug2/0Ie3nV51/kTopl1EPy04BM8CPAc+KyD8A/mPqQd9vAb94nT3z9kVV/9H2sb/b+6XAX9/+czv9PHXaEYB+v3+bD+95nufdSVFg+KFPLfJ9D83x2tqEzxxO+faFEWujjHFmmW2GGCnZnBYMkpLKKZVT2pGhsEorvlK6sZP66zRC2tvpPqd1SjAvHXFgiIMrQ7tmHLAxKRhl9WAwNJBbh1NoRYbVYc6p1THfuTDk/z29yVPHehybb/HYwS7tOLi9L5S3bxKGtP7YH6Px1FOUp09TffrT5N/5DvbyZdx4hJnpgTHYrS3sYABVBdYinQ7kOdLu4JpNiHswWUHJMQ1BWgawqAS4yuFKhwSCiEUsqARIpNgEuoWjjVABcelw1jCJDJ2xcqivdBJoJPD690ARBVSBoQUU6ujpzjOxDKqM0hhCYK7MELuB5CMGRshdSelKulGXxeZifQ+tB5ilK8mqjAuTC0Qm4s3RmxxoHWAunuPk+kmOzx3nC8tf8Mk/z/M8z/PuS/v5hPPTgAX+uKp+86rL/3sR+Z+APw8o8FdU9Zf3cZz7yd/lyoDytx544IFP9Xp+4/S7if/32J+Pw+t3rz3Hu+1879T53M7jfphj9YCDD8wD8DPW7Sn4eH11xKRwDDLLYifmYCdGnWWclWQVhGFIVlqSUonCgJlGRCOul/+O0hKr9TffZhzQakSEYf2tPp9W5Fap1PHgQptQ6pShiGEjdVgVKhXOrKdcGhZcGOQ8dqjHi2upb/m9l/V6cPAgAPpTP8nk6/8f2auvUm1skJ0+DdMJbjgkXFwkmJtDArO73590OmhZYQuHNFqY+XnMTAjFFJ1MwZWICMYoEgZ1EzCCpjmu0nq/v15AA0eVQMdBW2LWlyDYLHnknGVhAw6uw9lPKdNDAdMYxiioRbQiA4bGEKD0CIhMBK7EVlNSAwVKw0S0qPe4xAS04zZb2RYTOwEgCiJKVyJGmG3NspFucGZ0hlPDU/ze+u/d8v3+7rb/D98K99pzvNvO906ez+069q0+zq14/LvtfeLdffx7ZH8+Dq/fR3mOxty8z9v7Gfg9BvzeNcO+HX+HeuD3uh/2XaGqA2AAICLlzfyH9DzP8+5N1xZ8PHFsjj84u8nqMGOUljQjw2wjZFpUJEXFpUGKAN1GSF5Z2o0r6bsbtfxeb7+/qqpoxh+95dfv9XfvuXa/v9ZnP0PyzW9Rrq1hxyNMs0n4wCJ2MsUmCeT5e1t+211ozuHSFZyWYEokFkwM/z9799Yc13Wmef6/1j7kzgMyEwcSFEkdLFm0qW67rRKjxtFRF572TXWp3NG3fdVfob5BfYX6CHU/l1URNeHSxLirxu0ZdY+qJEumQNGiQJAARBwykee91+Hti4QoQqIoiScA5Pu7ESESuVdubCl3LD77fTAJmJToSiTIfN6f9YDF5kIMlqX9yOKBYVIK3gntHVgaG5bKiNvw7K5afvdKpGeFCRFvU+oGSom0EYgliDCRiAsRMYZcKvJqDIP5vL+peGZ+houOi62LFGnBzmSHKJHt8TZBgrb8KqWUUuqZ9yh3MwvAZ9/wezcO//n+I7y+Ukop9dy4t+DjP7954Ujq705/jDWGWmYpXeRcp6CZJwxmjnEZWCjmCb9vbPktPTMX7tPy6x+65VdTf6eXbTZpXLlC48oVOr/61ZHU370tv2E2Iz1zhqy9cLTl1yaIWIgG0+pgWzmmBoSKOJ7N033WYDKBJJ9vBHpHnAQkBDBQELFpwEdLIoYf7lrCncCFjcDqx5GPXoKqa+9J/cX594YSgNJCaQwGIRdDIzhwe4TygDEBZ6Cdd++2/BZpwe50l0E1n5381ZbfzdEmN4c36c169Ms+b7/69jxNqJRSSil1Sj3Khp9h/kjv14iIGGNgPt9PKaWUUt/DV1N/n2zuMXWB63sVvUnFYOrI0wTBf6eW31Hp8VFo1dK7qb8owsSFh275vbo54J2rn/OTCx1t+T3FHtTyO9vZIQ6/reW3jj17HiRCNSKM7gAOW7PYZgbM2z5CGYkBjATyBYOxETCk1lKUlroxlAbadwKL+8L5fcPtVaGxEdldtfzTK8LQCs04rwquTMQRqYuhIUISPCBM3JQysaQGWn72wNQfgI8eg6Fb6zILM97dfpfr/etc27/GL1/+5RN7zFcppZRS6knTu3KllFLqhPoi9ffj5fnHdb3ZOpL8G84cWWLZH7v5vL9Owbj0GODwL96YucCo9KSHj/jeTf1VgdLJ11J//Ylj6iKVj7QXapxd+GJjJGIAF+Ybizd2x+Sp5ePtIS90CpaauSb/TrEvUn9cuQJA1znu/PrXuI/XSIZDwnCEyVJ8r0e6vEy2ujp/7NeY+bVmEiI1YgXU6pjFRczhvD9cSSynECGtR0yWAQZiJFSG6AQTAkXNYPJIzUHiDMmBodp3FJ/DX1yLXDsHaWbZXQzEVSHLoRCh4wOYADZhZC0eoSWGRvDgDwjliDEOh9DOmhS+BJuBTSjSgr3ZHlM/pZ7WqULF9f519mZ7jNyId5v6mK9SSimlTqdHvXP5r8aY//oNvycP+H0REb1rUkoppb6Hb5v316nnGGPYG5V3U38+yH3n/X3R8rtQZF+b9Vf6SC215Pds2tWzr8/7K10kitDIE273pjrv7xlisuxuy29+69bX5v0lnQ5Yi9/bu5v6E+/vO+8v3NlEzASTRWwrYf6AiCWUQqwECZDmkNYFsMhY6JgEGy0zF8j2I0sJLO/C/kLkpQb8aN3w2Vlh7QfzchBszizJGBPIZN4OnByWf0zCjNKaeerPlTDegdkBMWsyjCUTN6EMJVEirbxFkICI8OnBp9wa3mJtf43fbPyGN5beoJ7VOd86r8k/pZRSSp14j3oHbp7y9ymllFLPvQfN+5tW/kjq7+xCTmI4Mu9v5gLjKpIl5mjqr5wXe0QRallCLftyw29Shq/N+7sznBGjsHUwI0Sh9FHn/T1jbKPxjfP+ZpPpkdRfeubMkZZfWi1i5QijEpPXsO02plObp/6qGdEdEL1gM4OpJZCmIILNHH4caVbQwOCAzEVisIwzy8JAeGVLePmm8MY1uHXBsrMk7L0QaOZQAY175v2NrDlM/VkaNgNfQjVkUPaYEHHG0M67nCmWwM43xWd+hogw9VPWh+vkNueT3iesNldZrC1qwYdSSimlTryHvkMREb1rV0oppY7Zd2n5PdOqMfo8MKmquy2/zTyh8uahW37h/qk/bfl9dn3fll+3uTl/5LdRh7LCdrrQaMxbfnt3iDIFU2FTsPUCao158cfQE33ESCRvJ+RE/ASaERZGCZMYMT7QGkC3D2f2Yfds5Kcbhp1VywevCCMrtGJgluaMjRym/iCRCkQIEhkHx9RYGsYcmfdn0oJhNaQMJcYYUpNShpIggUbaYHO0yYe7H/Lenfd4Z/0drqxe4cX2i5r6U0oppdSJonfbSiml1DPgQam//XGFtRxp+a0lMJw5ptWjtPx+PfUH2vL7rPuuLb9SlmSrq2ANYTjEiBy+QEKoQILF1uvYRoLBQzWZzwJ0ggQhrYGxHrDYTPATQ9PNN+6cAVeLGGfw3iB9ob0VeG0j8srHkd+/CP3FhL0X5L6pv4mFmbGAzIs/godwAMExMJGSSJDAhdYFirRgZ7JDlMj2eJsggSpUrO2vsTHYYH2wzqXFS5r6U0oppdSJoncjT5Expgt0D7/MnHMMBoPjXJI6NB6Pj3sJp9rzcP5O23s8aes9rvU8zeM+yWM9zGv/6cU6//ZsztXtEZsHM6auydXtMb2JYzjzJERiFMalZ3cg+MNfZ9aQpYZWZvDeAzCYlrgQadZSaha890QRhmVF5QPLzZzUCN57BCidZ1QGBlNHu0jpFgnjKjAtHes7Q65tHfDBzX3+4YMNLp9boJ5ZzncKLp9r0ciTB78x9dR85+vuyltkb1yGtTXM1hZ2NsN+/DGhf0AYDqByxBAJ+/vYEJDJhDgcImmKabWgUyO6CSZUxElJ9IKxBpMJYjMwCSFU838fI1k3JSNgYsCFhNrM0BRLiEJ+J1LrQacHt85GfnITeqsJv/+BMDJCM3pIa4ysMD1s+a2LwZiUKJE46zFMDMEYlmorpDL/7yC3OXfGd+jP+gCkJqWTdRj7MdNqys3+Ta7vX+fDOx/yj3/8Ry4tXsJ6y2p9lZ+e+ymN9NlM/p20z5pvc9LWe5zreVrHftLHeRKvf9KuE3Xy6DXyaJ6H8/co7zHG+NjWoRt+T9dfAX/9xRe9Xu8Yl6KUUupZ18gT3nqpw1t0gHny7ref9ri6PWK7P2FUhfm8v6ljuZFxdiFnUoUjLb+lj1/O+8uS+7b8Nu95LPhg6pj5iAuRhSJnpZUD88eCAaoQmbrA+v6UPDVcuzPm3EKNbiPj3fU+l8+1+LPXlkitjvs9TWyjQe3NN+HNNwEQ75n97ne4j9fwn39O9cEHyGx2d5PPWotMp5iFNtSbSNFBqjFhtIvgsTWDaWRAQMTcTf0lNTDGY2JEsEi0ZN6QVYIvDL4QWlVEnCU5APYj1R3hpU/mLb9JZtnrRm6dE9IcGkAneIyMwCT0ASeRVAzdcoKNW0jWZIKjDCVePOcb56klNQCCBABcdMz8jI3RBpnNuD64znK2TCfv8IfhH7jUvcTPV3+uyT+llFJKPTV61/F0/Q3wt4e//vXKysrr7Xb7GJejvkp/Ho/meTh/p+09nrT1Htd6nuZxn+SxHsdr/6e3uvyy9Lz7yRYbvSkfbE+OtPz2JhV7o5JBGe62/C4UGaUPtOoZaTq/dZiOHEHmDcDteo3EGkIUZr6i8kItTSiy9O6fbxbC7qhkVM3/1jLPLM4Lxia0mwU7o4qP7/T5YGvMP3060Hl/J8jDXnedt98m/uIXzK5eZbC4yOzjq4S9PfKXXsLWcspPbxDH43njLykxCOINplbHLi5iF1KoxshoPP/3FmwaMSaD1BInAQnMH/9tJBRNC97jPbQEhjG92/K7fE/L78sN+OFNw41Vw9YrgpUIUZhZOLCGBGgLZLGEyhHchBkOj9DJmjTFgy3AJjTyBvuzfUZhBECWZLjoMNawUFtgt9rl0zuf8tHBR/z3nf/+zM77O2mfNd/mpK33ONfztI79pI/zJF7/pF0n6uTRa+TRPA/n72Heo7WPb9yN3kE/RSLSB/oAxhj3OH+QSiml1HfVrKXz5N9LHf7Lv289VMvvqPSkh8Ue2vKrvskX8/7q/+7fcfB3f8/0ow+pbtxAZvNG3jidEvb3kRAQ77GtFlKW2GYTGi0ouoThTWCGrRlswwIBTEr0kegEm4AxAWIA+9V5f/dv+X1pS3hlQ+itwe3zwvZywt4LlnoCpQjz23MBCUzCjNIaUgMtV8J4B2YHkDeZimfmZ7jouNi6eGTe3+fTz4kSdd6fUkoppY6F3mEopZRSz7GHbflt1VJKH55oy++t3nzj7+rmgHeufs5PLnSo5wkXFxua/DtlTJbR+dVfknS7zBaX5gUfwxEmS/G9HunyMumZM5jE4gdDZDKBVotYOeLMQ62OWVzEHKb+4miMxApjBGMFkyaQZoD5cg7gA1p+8YGFHVjswdl9c7fl9/aq5V9fBZEIzGdYjqzBI7TE0rAZ+BKqIaE8YEzAGWjnXQo7L78p0oLd6S6pmV+feZKzVCwxciPKULI52uTm8Ca9WY9+2eftV98mO/xepZRSSqnHRe+UlVJKKfW9W36beXIk9QePr+XXx4gBXBAmVeDG7pg8tXy8PeSFTsFSM9fk3ylksoyF//C/0/zf/pTZ1avUf/oTJv/jf+K2twnDAbYoSFeWCaMxYTLBbW6CMfdN/cXpJlEcWIfJDTYHTDJP/rnyO7T8Gka1SM3BzBvO9aG9FXltI3JpTVi7KMROZP18zjiFTObfl0gFIiDCxE0pEztP/vkZDG4fSf1ZYznfOE+z1gTAR4/B0K11mYUZ726/y/X+da7tX+OXL//ymXvMVymllFLHSzf8lFJKKXXEV1N/t3oTplXg97cP6E0qBlNHniYInqkL7I9LfJxvzuWJpZYndOtfJpZGpcfH+by/b0v9wf2Tf6WbPyrcyBNu96Z8cKvP//hsn//zo22d93fKfPGYb+PKFTq/+hWjf/5/mP3hD/PUX28fYy2mVkPKkmx1FdtsHEn9YRNELESDaXWwrRxTA0JFHM+OtPyS5GCSo6m/TkZuAo0QOIgJiyWMmZfadHeg1oP2PmydNSzeDpxZNbz/qtCQCKGcvwkDI2sPk3+GRvDgDwjliDEOh7CUNih8Cdl83l+RFuzN9pj6KfW0ThUqrvevszfbY+RGvNvUx3yVUkop9fjo3YRSSiml7uve1B/MN0TuTf4NZ+7IvL9znYJx6Y+0/D5o3t/9Un+g8/6eJ19N/bnbt4nTKdOP/kDo9wiDASbPMUC4Z95fnEwxeYYt6tiz50EiVCPC6A7gsDWLbWaAh7stv8xTf8ZBjBgMDW9wHvJKKAvDpBDSSsi8oXsgvNCPnJtYlifC/3s50jICaY2ZMYwJh8k/Q3K/eX++xEx2wY2IWZNhLJm4CWUoiRJp5S2CBESETw8+5dbwFmv7a/xm4ze8sfQG9azO+dZ5Tf4ppZRS6qHohp9SSimlvpNvm/fXqecYY9gblXdTfz7Ifef93S/1Bw8/7299b6Kpv1Psi9QfV64A0HXuaPLvK/P+stVVwmQCxsw3l01CpEasuO+8v+jN4ay/ACaDxBAmEQlgA9RrCUnTkAaHCUITw6SZMEjh/O3Iwq6wuA13XjDsLgb2Vg3NHCqgEcLd5N+98/7qJoVQgR8zKHtMiDhjaOddzhRLYOfX9szPEBGmfsr6cJ3c5nzS+4TV5iqLtUUt+FBKKaXUQ9G7BqWUUkp9Lw+a9/coLb/w/ef9uRAZzRxRhBBFU3/PiG+b95d0OmAtfm/v4Vp+xc5bfv18382aQCsAGGIKC86ysG8YJ4LxQnMArSF0hpGXWvDTdcvOquWDV4SRFVoxMEtzxkbuzvtLxYEIQSLj4JgaS8OYI/P+TFowrIaUocQYQ2pSylASJNBIG2yONvlw90Peu/Me76y/w5XVK7zYflFTf0oppZT6Vrrhp5RSSqmH9jhbfuH7zfsTEZwPDMvAcObpNDJt+X3GPGje32wyfYSW3xESHUa+mPeXQJrOCzmsI06FRhDqBhwQbMQZy4JYmgOhsxV4bSPyyseR378I/cWEvRfkaOqPCBgmFmbGAkJdDI3gwO1BecAAKC0Em3Gh/RJF1mBnskOUyPZ4myCBKlSs7a+xMdhgfbDOpcVLmvpTSiml1LfSOwSllFJKPbLH0fL7fef99SeOqYtUPtJeqHF2oQC05fdZ9fhbfkuwAZMItl5ArQGhIgw80cd5wUc7IScSndCI0Jzaw9RfJN+J1HrQ7cGts5Gfbhh696T+miFCWmNkhSlCXaAhQhI8IIRqwjBNCAIrWIrxLuRNiqRgd7rLoBoAkJqUpWKJkRtRhpKNwYam/pRSSin1rXTDTymllFKP1cO2/H6feX9fpP5KH6mllvyeTTtt+X22PbaWX0kxRY5tWAweqsl8FmApEIW0DsZ6wIIRYmVoxMPUn7W4WqBVRcRZXjowsB+4+HnkxWuRa+cgySx73citc0KWzzf7Oj6ACWAT+kmCQ8jE0I0C5QEEx9QIMzwuOi62LlKk841sFx2jakSUSIhBU39KKaWUeiC9G3iKjDFdoHv4ZeacYzAYHOeS1KHxeHzcSzjVnofzd9re40lb73Gt52ke90ke60m89tM6Nz9eTvnxchuAP/9Rh99+2uPq9ojdUUVvLCQGdkcly42M5YUMawzDmWM8c9RTQ+kjw5kjtVBPLRIDPsKw9JQuEGMky1JSK3jvARhOK6ZVoPKRi92CWmrZHVU459nYGxFFmJaOW70Jn+2MuL59wOtnm/zfrZzL51r82WtLpPfMFXxenbT/j3yjK2+RvXEZ1tYwW1vY2Qz78ceE/gFhOECMJYZAGI+JxoD3xPEEyTJMowGLBdFNMKEiDKZIFExiMDVBbAYmwbuK6AUTI1k3JUsE4wPeG5oCw5BQVoF0P7KUwPIu7C9EXm7AD9cNN1aFzVciSERsRmlTegQSoCUGYzKiMcTygLEVnDEspC2ycoIXgxhL6UrGfsygGtDO2nSyDmM/ZlpNudm/yfX963x450P+8Y//yKXFS9STOuca57jUvUQjfTLJv1NzjRw6aes9zvU8rWM/6eOc5s9HdXrpNfJonofz9yjvMcb42NahG35P118Bf/3FF71e7xiXopRSSj1dWWL5xevL/OnLXa5uj/jJ+Sn//8aA7cGM4SxQpAlLzYxx5ZlUga1BiQGaeULlDfX8yxRf5SOljxhjyBJD43CuXxRh4gIuRNpFTi2df0+RJ+yOKgaz+aZgag2L9YxxFQ7n/c34aGvIv2wc8H+t7fHWi21eXKxz+VyLRp587b2ok8U2GtTefBPefBMA8Z7Z736H+3iNsLdHHI8wWUbs90kWF0nOnCEetvxSX0KKDnHUJ7gK0hxbGEyRQvSImLupv6QOxnhMEMQkmEwIE2hVkcY8J0juIjFYRpll4UB4cSvyygb01uD2Rcv2Euy/EKjnhkqEtgjGT8EYJkRKiSRiafkZZrKLKQf0raGMDhcdrazFcrEMQJAAzNN/Mz9jY7RBZjOuD65ztn6Wbt7lvZ33uNS9xM9Xf67JP6WUUuo5op/6T9ffAH97+Otfr6ysvN5ut49xOeqr9OfxaJ6H83fa3uNJW+9xredpHvdJHutJvPZx/EzawLmVRQD+S4hfm/eXpSn1WrzvvL80nd+6+FjhotDMEhbqObV8PgdwMHVUXsgSS7uR3/3z5dhTBsFLPNLyGwczJi6CDQQxXNuZcvugYqNfcvmFNu9vT5/7WX8n7f8j31Xn7beJv/gFs6tXqW7e/FrLb+j18Xt7MBgctvxGbHsRKSvs6lkMs3nBR38IEUxiSPKIMRmkKQaDTMt58u9w3l+NiJ9AM0JrmDCNEXygPYTFPpztwe7hvL/bq4Z/fRWQiJH5RvTYgsfQAppYbHQEP2ZqoUKo2Yw6Mk+g2oRG3mB/ts8ojADIkgwXHcYaOvUOvbLH9sE2E5lQJRVvv/o2mc0e+7k+bdfISVvvca7naR37SR/nWfl8VKeLXiOP5nk4fw/zHq19fPebuuH3FIlIH+gDGGPc4/xBKqWUUqfRw877m1SBPLHU8oRu/csNDG35Vff6vi2/UpWE4RAjQHOZaOqEaozJaoepPyB6MAmYlOhKJAhp7ct5fzYT/MQcpv7AWxjVhJqDmTec60N7K/LaRuTSmrB2UYidyPr5nHEKGZFGhCR6MJaJRFyIiDHkUpFXYxjchrzJVDwzPzsy729nsoOIAPB693U+G3zGu9vvcr1/nWv71/jly7/Ugg+llFLqOaB3qkoppZQ6dve2/AK4ryT/hjNHllj2x47lZs65TsG49BjAmPm8PW35VQ/yXVp+aTYI4wm+18NOJoj3mFYbDlN/HKb+CBVxPJun+6zBZAJJPi/9mJRH5v3VTKARPAcxZbGEMfPru7sDtR6092HrrGHxduDMquH9V6EhEZin/koLpTEYhFwMjeDA7RHKA8YEnIF23qU4TO41sgZTP+XGwQ1uj24zcROqUHG9f5292R4jN+LdphZ8KKWUUs86/YRXSiml1Inz1eTfz17s8v/d2GPrYMZg6ujUc4wx7I1KbflV38uDUn9+ZwdCQMoS02rdN/VH0YVqRBjdARy2ZrHNDPAghugECZDUBGM8xIjB0vAG5yGvhLIwTAohrYTMG7oHwoX9yGufG372ifDZqlCkkcFizu45weVCXQwNEZLgAWHippSJJTXQ8rO7qT+TFgyrIWUoMcaQmpRW3iJIQES43rvO2v4a7915j3fW3+HK6hVebL+oqT+llFLqGaN3pUoppZQ6se5N/v3nNy8cSf1NK38k9Xd2IScx3J33t1BkD0z9uTDfxKtlCbXsyw2/SRmYuYgLcnfe353hjBiFrYMZIQqlj1zdGnJzb/7Y7+UX2pr6O4W+mvpzt28z/eD3lJ9+ShgcUHv1VaQqmV37hDgeY5tNsAmRGrECanXM4iJmIZ3P+xuNid5grGDTCCaFNCNMAhLABqjXEpKmIQ0OE4QWBhst1kVW9oXlBJZ3YLQAw4andRM+W4UbP4BOjGAC2ISRtXiElhgawYM/gGrEgEBpIBjLhfoqRbE4X7NE+mUfgMQkrO2vsTHYYH2wzqXFS7y7pak/pZRS6lmin+ZKKaWUOhW+LfVXZJYzrRqjzwOTquJ2f4qB+6b+Sh+ZuYgpYxJiAAAgAElEQVQ1huxwMxC+ed7f/VJ/9877W9+baOrvFPsi9ceVK7T/4i84+Lu/Z/rRh1Q3bmDSFESI0ylhf/+w4MNjWy2kLOebgI0WFF3C8CYww9YMpm6BMJ/15yPRCTYBawKtAGCICTRGhqoEhyEYIfOCEcNBBmcGwktb8KMN4WANdl6IHCxnrJ9PGeeRTObtwAkCEgjVlGFiCQZWTE4x64ObELMmw1gycRPKUNLJOywVS4zciDKUbI42uXFwg7X9NX6z8RveWHqDelbnfOu8Jv+UUkqpU0rvQJVSSil1qjwo9bc/rrAWapm9b8vvQjGfc1b5QBUizSyhWfv2eX/3S/3BfBbbaOaIIoQomvp7Bpgso/OrvyTpdpktLuF3dwnD0dcKPkxi8YMhMplAq0WsHHHm76b+aFqkGiOTKRIrjBGMFUyaQJrNNxF9hXghF6i3E2bW4SfCQjS8ODLECDUvdHdgqQdn9yybq5HFW+5w3p/M5/2FEoC+sTiETAxdWwNfQjVkUPaYEHHG0M67nCmWwCb4OJ8T6KJj6qesD9fJbc4nvU9Yba6yWFvU5J9SSil1SumntlJKKaVOLW35VU/Cdyn4SFeWCaMxYTLBbW6CMUdSf1IUUGsj5R2iOLAOkxtszrzlFyE6kABpTUitp3WY+quPDJ3S4BC8gUkBWQUEWOkJP9iKXN4w/MmacO2elt9+DRKJLGBIpAIRgkTGwTE1loYxR+b9FUnB7nSXQTUAIDUpZSgJEmikDTZHm3y4+6HO+1NKKaVOIb3TVEoppdSppy2/6kl4UMFH6O1jrMXUakhZkq2uYpuNu6k/UxRgEkQsRINpdbCtHFPjsOV3SgzMU3/5N6T+Oikz60kk4MN8E3AKZEHo7gjtHnTuafldWTX866tC+57U38TCzFjgsPjjsOWX8oApMLPgbMrF9ssUWYOdyQ5RItvjbYIEqlB947y/ny78VFN/Siml1Amln9BKKaWUeuZoy6963O5X8BGnU6Yf/YHQ7xEGA0yeY4AwnYIx4D0ymWLyDFvUsWfPg8QvW36lwuZgcwNZA0KYb/gFSOuWNLO0vNDygcqnOAfNintafiHz0D0QXuhHViaWzkS4+qMIiUBaY2QiU4S6cKTlN1QTxkmCE2iLoRjvfmPq7955fxuDjbupv3/I/oGfrfyMS2cvaepPKaWUOmH0rlIppZRSzyxt+VWP270FHwBd544m/w7n/YV+n2RxkXR1lTCZgDHzNKm5p+W3aGIaKaZu5uUapRA9GAsmjeAriJHgEsQbbIR6kZC07GHLb6SJZdJMGKRw4Xaksyuc24Kd84bPFwN+Vcjy+WZfx4e7Lb+TJKU0kRRDSyKUBxAcUyPM8LjouNi6SJHOk6suOkbViCiREANr+2sUScHN0U3eGL2hs/6UUkqpE0Y/jZVSSin1XNCWX/UkfNO8v+nt28ThgGRpCazF7+3dv+V3cQkSB0lGGB9ABJuBtQFMBtYSfSAGsInBpoZWBEIkJsJCBQv7hnEi4IWFAbSGsDiKvNQy/HAdbqwKWy8LRiLYHJKcER6PoSXQsDWwCaEaMLaCA9rZAoUvwWZEY+5u+I3ciHbeZqlYYlAOcMGxOdrk5vAmvVmPftnn7VffJrPZt506pZRSSj1BegeplFJKqeeKtvyqJ+Gr8/7u/PrXuI/XSIZDZpPpg1t+z5whmjrRjyGvYQqDKYDoid4iMWJEMIlgjIcIWAtGiJWhEYW6AQfMkkhmLIkYVgfwg63IazeFvY9h54LlYFlYfyEyziEDGgJJmEK0TCRSxkCKpeVmMN6B2QEDa5iFChcdC/kCZxpnAKh8BcByfZmarfH+zvvcGNzgD7t/4CdnfsL51nl91FcppZQ6Jrrh9xQZY7pA9/DLzDnHYDA4ziWpQ+Px+LiXcKo9D+fvtL3Hk7be41rP0zzukzzWk3jtk3aNHKc/vVjn357Nubo9YvNgxtQ1ubo9pjdxDGceixBCZFw6dgeCj8K49GTWkKWGVmbw3gMwmJa4EGnWUmoWvPdEEYZlReUDy82c1AjeewQonWdUBgZTR7tI6RYJ4yowLR3rO0OubR3wwc19/uGDDS6fW6CeWc53Ci6fa9HIkwe/sUek18ijiX/yJ9jLl0k3Nihef53yX/6FcOcOcTiANCVZWkIGQ/xoRCzL+cy/VhvKEllaIqYOqjGhHBF9BQaMiZgsQZIMMHhXEb1gYiTrWHICtWo+vs9ODOM0ghdWB9Duw9l92FyNLG5UnFm1/OurQl2EeabPMLLgMTQFCiC6GbEcMLZQGiEzOZl3eFeCSchNzsRNuL5/ndzmTKspm6NNNoebbBxssFKs8M/FP3Ope4mfr/782B/1PWnX9HGu52kd+0kfRz8f1XHQa+TRPA/n71HeY4zxsa1DN/yerr8C/vqLL3q93jEuRSmllFJfaOQJb73U4S06wDx599tPe1zdHrE7qhiWh/P+po7lRsbZhZxJFY60/JY+Mq4iWWJoZsmXqb8qUDohtYbmPY8FH0wdMx9xIbJQ5Ky0cmD+WDBAFSJTF1jfn5Knhmt3xpxbqNFtZLy73ufyuRZ/9toS6eFx1Mlj6nVqb75J7c03afzHP2f2u9/hPl4j7O0R+32wBlOrEatqnvprNAjDIUwmyMoK1NrEwS3AYXLmyT8rYCxisvlGYRSSOlgTEBKMFeoTSLzQsOAMTOqQVUCA5b7wgy24vBH5kzXh2kUhtOHm+YxxDVIzT/2lIYAxTIi4GInG0DAVtWqMjVtI1sTajJEf4cRhjCE1KbWkRmISRITt6TZX+1d5f+99/tvmf+NnKz/jQvMCl7qXaKSa+lNKKaWeJN3we7r+Bvjbw1//emVl5fV2u32My1FfpT+PR/M8nL/T9h5P2nqPaz1P87hP8lhP4rVP2jVykvynt7r8svR8tDlgfW/8tZbf3qRib1QyKMPdlt+FIqP0gVY9I03nt1nTkSPIvOW3Xa+RWEOIwsxXVF6opQlFlt79881C2B2VjKr53/DmmcV5wdiEdrNgZ1Tx8Z0+H2yN+adPB0983p9eI4/m3vPXeftt4i9+8Y0tv7ZWw0wm+KqCwQAJAbxgijq22SRZrGPcBEJFPJhABJMYkppAmmNMQpyUSBByoN5JmVlHGgM+WDqlYQpkQejuCO0edPZh66xhaTNyZtXw/qvQlIhhnlqtLJTGYhFygaYEbNkDN2QCeCMQHRfaL1FkDcZuzMzPGIYheZITJPDHwR/ZmmyxOd3k0uIlPhp8dKwFHyftmj7O9TytYz/p4+jnozoOeo08mufh/D3Me7T28Y1w0Q2/p0hE+kAfwBjjHucPUimllFKPn7b8qsftu7b8fjHvL7u35be5AjEQh/uEqsRkNWxhMfUEogMxxFIgQtqAxHhaIdISqLzBeWhWUBaGSSGklZB5Q/dAuLAfee1zw88+ET5bFYo0MljM2T0nuFyoi6EhQhI8IIRqwii1BGNYMQnFeBfyJiYtGFZDylDeTf0tFUuM3IgylGwMNvhw90Peu/Me76y/w5XVK7zYflFn/SmllFKPmW74KaWUUkp9B9ryq56Eb2r5ddvbhOGApNO5b8uvaXehrLCrZ4HZfN5ff4hEMAnY7LDlN7WESUAC2AD1WkLSNKTBYYLQwmCjxbrIyr6wnMDyDowWYNjwtG7CZ6tw4wfQiRFMAJvQTxIcQirQjQKzA6hGDAiUBoKxXKivUhSLYJO7Lb9RIiEG1vbX2BhssD5Y59LiJd7devdYU39KKaXUs0Y/TZVSSimlvgdt+VVPwldbfu9N/d2v5VeqkjAcYgRoLhNNnVCND1N/X7b8YlKij0Qn2GQ+668VAAwxgcbIUJXgMAQjZF4wYjjI4MxAeGkLfrQhHKzBzguRg+WM9fMp/TySSGRBIEFAAqGaMkwswcCKySlmfXATYtbExYqRGzNyI9p5+0jqb3O0yY2DG6ztr/Gbjd/wxtIb1LO6tvwqpZRSj0A3/JRSSimlHtJXU3+3ehOmVeD3tw/oTSoGU0eeJgieqQvsj0t8FCZVIE8stTyhW8/uvt6o9Pg4n/f3bak/EcH5wLAMDGeeTiM7kvq71Ztv/F3dHPDO1c/5yYUO9Tzh4mJDk38n3Lel/mxRQLNBGE/wvR52Mpmn/lrtr6X+4miMxApjBGMFkyaQZiBC9BXi57P56u2EmXX4ibAQDS+ODDFCzQvdHVjqwdk9O2/5veVYWTX866tCRwRiCUDfWBxCJoaurYEvoRoyKHvMEJyBhbzDmWIJbIKP8zmBLjqmfsr6cJ3c5nzS+4TV5iqLtUVN/imllFIPST81lVJKKaUe0b2pP5gn7+5N/g1n7si8v3OdgnHpj7T8Pmje3/1Sf/2JY+oilY+0F2qcXSgA8DFiABfmG4s3dsfkqeXj7SEvdAqWmrkm/06JB6X+/M4OhICUJabVum/qj6JLnG4SxYF1mNxgc+bP/CLzsX8B0pqQWk/rMPVXHxk6pcEheAOT4suW35We8IOtyI824GdrsHFBmHUj6+dz+jXmqT8MiVQgQpDIODhKY8kN1NwUBrchb1IkBbvTXQbVAIDUpJShJEigkTbYHG3qvD+llFLqIemGn1JKKaXUY/Zt8/469RxjDHuj8m7qzwe577y/B6X+Sh+ppZb8nk27+837K928IKSRJ9zuTXXe3yn01dSfu32b6Qe/p/z0U8LggNqrryJVyezaJ8TxGNtsgk0QsRANptXBtnJMjXnL73hKDMxTf/k3pP46KTPrSSTggznS8tvegU4Plvbh8zOGxdvhbuqvLRHCPPU3seCMRRByDHn0UB5AcEyNMMPjouNi6yJFWrAz2SFKZHu8TZBAFSqd96eUUko9BP2EVEoppZR6QrTlVz1u97b8tv/iLzj4u79n+tGHVDduYNJ0vmk3nd4t+IiTKSbPsEUde/Y8SIRqRBjdAamwOdjcQNaAEOYbfgHSuiXNLC0vtHyg8inOfdnyOyuEpILEw9JAuNCLvPK54aefCJ+fEWw+b/n9wzko84gRQy6Ghs0BIZR9xtbgDLRrSxR2/mh7kX499ffVeX83hzfpzXr0yz5vv/o2mc0ecMaUUkqp55Nu+CmllFJKPQWnreV3pYDL51q0n/qZUt+VyTI6v/pLkm6X2eISfneXMBwdKfjIVlcJkwkYM3983CREasQKKJqYRoqpm3m5Rinzng8LJo3gK4iR4BLEG2yEepGQtCxpcPgQKbD4aGg5w8q+MEuEczswbcG0GejeFD5ehU9eNTQQkjgGa5mIUEogFUvrnsd8p+KZ+dmR1B+Ajx6DoVvrMgsz3t1+l+v961zbv8YvX/6lPuarlFJKfYVu+CmllFJKPUWnpeX3teWCd9f7vPWDSlN/J9i3FXwknQ5Yi9/bu5v6E++xrRZSltjFJUgcJBlhfAARbAbWBjAZWEv0gRjAJgabGloRCBFvhWIErRI8EW8h9RAFhjm0BpE3toSXN+Dfrxn2zgsHi4HPzyWMCoM3lpZAw5cQPKEcMcbhENpZk8KXh4tJKNKCvdkeUz+lntapQsX1/nX2ZnuM3Ih3m/qYr1JKKXUv/TRUSimllDomJ7nld+ug5LO9KZ/uldryewo8qOBjNpkeSf2lZ85gEosfDJHJBM6cIZo60Y8hr2EKgymA6IneIjFiRDCJYIyHCFgLXsg9WIFxx1ImETsWkmhojqAWofCwvANlT7i4J+yctZy/bchWYfSa0MCQGEACkzCjtIbUQMuVMN6B2QExazKMJRM3oQwlUSKtvEWQgIjw6cGn3BreYm1/jd9s/IY3lt6gntU53zqvyT+llFLPLb1TU0oppZQ6Ziex5bcKkakLvH+rry2/p8y3pf5sUZCuLBNGY8JkgtvcBGOw7e489bd8mPqrxsT+kOgrMGBMxGbpvOAjQvAlEqCoWxqJZRI9LoH62NAuISJgv2z5lWAoBkLjIJBMDJ2p4Y8/CnD4tPrIGjxCSywNm4EvoRoyKHtMiDhjaOddzhRLYOffNPMzRISpn7I+XCe3OZ/0PmG1ucpibfFIwYdSSin1PNENP6WUUkqpE+YktPxmhxuG2vJ7ej0o9Rd6+xhrMbUaUpZkq6vYZuNI6o+iiwzWgQqTg60bTCLzOYDBIKGct/ymARsDLSy+EryDWjSMO4YyFWYIRiAYmNUNDWf48U3hwk7kpc/h9g896+dzxilkEmkAiVQgQpDIODimxtIwhpaf3Z33Z9KCYTWkDCXGGFKTUoaSIIFG2mBztMmHux/y3p33eGf9Hf5N599woXmBK/UrmvpTSin1zNO7MqWUUkqpE+o4W34rAxe7Bc0i/9aW39fPtvg//ie06ymvrrT00d8T6KupP3f7NnE6ZfrRHwj9HmEwwOQ5Bgj3tvxWEVPUsc0mdrEObgKhIgzGSIQkM9hEIMlBLDHck/rLUiahpCmBaWJZGhuaTogZ1JxQH0Exnqf/Fm8Hzqwa3n9VaEiEUAIwsTAzFhDqYmgEB24PygMGQGkh2IwL7ZcosgY7kx2iRLbH2wQJVKFibX+NjcEGf+z9kR+2f8hHg4903p9SSqlnnn7CKaWUUkqdAk+75XepkVFL5xuBD2r53R2W7I1LShfJU8tCsc/FxTorrZo++nsCfZH648oVALrOHU3+Pajlt7kCMRCH+8RQYjIwdYuppxAdseJIy6/1Fa0YaQlUM4NzUAQoBWY1SKNgMZzdgxcOIq99bvjZJ8Jnq0KRRgaLOe+fE6Y51AUaIiTBA0KoJgzThCCwgqUY70LepEgKdqe7DKoBAKlJWSqWGLkRLjhuj29zbXDtburvyuoVXmy/qLP+lFJKPXN0w+8pMsZ0ge7hl5lzjsFgcJxLUofG4/FxL+FUex7O32l7jydtvce1nqd53Cd5rCfx2iftGlHfz4+XU3683OE/vLbAbz/tcXV7xO6ooj+eIRLIEqic5+xCjUaeMJw5xjNHPT2c91c5Kh+pZ5YiNUgM+AjD0jOtAomBRmaIMeA9DKcV0ypQ+cjFbkEttQiwPwqULpBYQ54YppUnt4bBuGRWOq5tHfDBzX3+4YMNLp9boJ5ZzncKLp9r0ciTB7/JU+5U/Td25S2yNy7D2hrF669T/su/EO7cIQ4H2IX2/NHa/X1kdxe8hxBgoYvMZoTFRZI8QDXGjwaHqb95y6+YFGxCmEbEgQ1QLxJsA5LoIRdsNCCG6ISVfWE5mZd8DBdg1PA0b8Jnq7D+CrQlIgSwCb0kwSGkYmiHgPg+Ug6ZEJkaoTKWC8UZ8qINJqH0JYNygA+eSGRztMn6wfrd1N8/F//Mpe4lfr7686eW+jvOa+RpHftJH0c/H9Vx0Gvk0TwP5+9R3mOM8bGtQzf8nq6/Av76iy96vd4xLkUppZRSp12WWH7x+jJ/+nKXq9sjNg9mTF3g6vaY3sQxnPnD+XyGqQv0Jw4fhamLZImhllk69xR5jEuPj5FmLaV++JhvFGHiAi5E2kV+N/V3MHUEEWYuzotE2jVKH+lNHFWINIuE6Tiwvj8lTw3X7ow5t1Cj28h4d73P5XMt/uy1JdLDx4zV8bKNBrU336T25ps0/uOfM/vd73AfrxH29nCzKSbLiP0+yeIi9swZsBZ3cADTKdI+g1BD/ASTCaZuoGbmcT8geiF6sBkkaWAhgGCICH5maHpw1uCNkHkwAoMMVgbCi1vCpQ2Yfgxb5yP95ZSbLyT0k0gCLAikhy2/sZoxSSzeQsdkFLMDcFNi1sBFx9iPmYQJ7bxNN+8y9mNccGxPtrk5usknB5/w263fcmnxEvWkzrnGOS51L9FINfmnlFLq9NENv6frb4C/Pfz1r1dWVl5vt9vHuBz1VfrzeDTPw/k7be/xpK33uNbzNI/7JI/1JF77pF0j6uG0gXMri3e//mrL79QPGFWR/iyw3Mx5ocjutvxmWQbMW34nTsjShIVaRpbObxMnTqi8kCWWdiMnTf8Xe3e6I9eVpvf+/649xpAzk8lRdFEtdkltlassok7b3WXUcQFuG3Id+Is/+C58B74FX4LvwQfohq0Dq885tgG1Lau6JZEpUqKSySHJnGPaw5r8IZIpkuKkgWRSfH+AACaYzNixYyt25MKz3ifFh0jtWqyHPE3Is4Q0TUlTGLWBjWHLXj1NBOaZwbqImITZXsnmqOXy3T3+9vaY//erwU++9ONV/X9s7v33Cb/9LfWlS7TXrz/Q8pv2eqTHloiTCW53l3D37rTld27hsOVX7rX8jkZEN92Ga1LB5AmkKRIjYdwSfSRH6Myl1MbiRoEZbzg7EkKA3MGZTWh2YWnHcHMlsnjDcWxF+OR8ZC5GJLQAVMbQSCRF6EuGCRbcmIHdpyViiczks6x0j4FJiJOISQzRRFrfcnn/MrnJ+Xr89WHL74uY9/cyr5EX9djP+3H0/qheBr1GfpjX4fx9n+dozI83AuWn96nqCIsx7gF7ACJif8wXUimllFLqnufd8nuv9EMEEiMI36T0QogM6+nW4LOLXcqD+X9PKv14++Sszvs7gp7W8ouRacuvtY9t+fXD60RfY7KIySOSdyDrgG0IbQsB0n5CkkDfBUIS6YxhrhUsESswKqFoQTws70Z+djvwx+vwy1VYPx2p5wN3ThWMiohjOjOwGx1EDlt+GzHkArmtDlt+HzXv7/6W3zuTO1wfXme33mWv2eP98++TmewlvypKKaXUs9EFP6WUUkqpn6gf0vLbSVMaFx7Z8tu4gPUR4HBrMHCQ/Jsm+2ZnCspsunD4pNKPxgXWtif87Y09/ubrHf7qs42ffOrvVfSoll+zu4u9fBkzHj++5bdxUHYxpcH0DbgK2gl+EogBxERM5iAAxhBcJDrIYzxI/TlaAnjoNkIXofAwvxmZ34Vj27B3XDh105OtwOjNeFDuMU39TQxYMUQiRRSK4KHZB2+pJFLjsMFypn+GMi3ZnGwS4/Tafmv+Lb4efM1HGx9xde8qX+x8we/O/U4LPpRSSr0S9BOUUkoppdRr4Lu2/DbOP7blN8ZpIjBGHmj5vZf8M8LB7MCpSeOp7XSR8I2D1B9Mtx6PakuIER+ipv5eAfe3/MpgQHQO88kfHtvymywsECcTzPz8wTbfnFBX+EmDGDC5IBIhySEagm+IHtKOIc0MfRfpOcfApeDAtpG2FFwJSRsxXigGkVO7noU78MsrsL0cSfJpy+/nJ6DJAxKFDKEjOQj4Zo+xEazAbLFIeZDc62ZdKldxbf8aN0c3mdgJrW+5uneV7XqbkR3xUe+j577NVymllPqh9A6llFJKKfUaeVLqb2fcYgwUmaFupy2/s538MPU3U04XRVyIuBAos4Re8WDyr3GRIkseSP2N2+lC4Fznm9RfjBHrPMPGM6wdc93sgdTfjd3pwt+lWwM+uHSHd0/P0ckTzix0Nfl3hEiaPpD86/zi3Qfm/RlT4hHCYIjMzxNaR7Qe6QpYO039pUCwhHba8yEGJA3gWgiBYBMKJ3gPvhBc32CjJw9gABOgayMndsAmMNqEqg9VzzN/PXJ5Ba6cF7oxkIYxmIRJjDTRk0ZD/75tvpKWDNshjW8QEVJJ6ed9fPTEGLm6e5XVnVU+vvsxH6x9wMWVi5ydPaupP6WUUkeOflJSSimllHpNPZz6u7E7oWo9f3dzn7v7k2nLb5oQcVTWH877a5ynkyUYEeY738w0a50nhPit1F9tPakR+vc1Au9NLJUNh9t/j8+UALgQEMD6yKT1XNsak6eGyxtDTs6VLPZyTf4dQY+b92dv36b65BN8VSFpipmZwRxfIbYNfjhEigJMC+0YP96HMG3zNcaDZAfbfP009ZfItCQmQusjMYl0x8JcM90RHA2kDkKEYQ79QeCd25Fz6/CPV4WtU5H9+cDdk5FRKTgx03l/rgHvoB0xwNMIeDGc7qxQlgtgEkIM7DV7ACSSsLqzyvpgnbXBGhcWLvDRbU39KaWUOlr0bqSUUkop9Zq7P/UH0622f/nJGpc2RgxaGNb2gXl/55Z67FeWSeNo3DTpN2359eSpoczMYervUaUf91J/jQsUqXlg+++j5v01NhBipJsn3NytdN7fEffwvD/T71NfvoTf3iY7fZri3Dnc1ib1F1cI4zFmeZkgHYIbQ14gpSAlEBzBGWIISIxIEjHi6HsAwbXgLLggjOeEJgmYcSQJQm8ERYDSwdImNLuRM9uRu8cNp2/JN/P+EBIBose3FcPE4AWOSU5Z74GdELIew9AwsRMa3zCXz7FYLjKyIxrfcGt0i2v711jdWeXD9Q95Z/EdOlmHU/1TmvxTSin10uinIqWUUkop9YAsMfz2rSV+fW6e68P4rXl/3TyhTA13gI39miw1CLDQyWhc4N7yXW39I0s/7s36C/HB7b/w6Hl/2vL7arqX+uv8g3/A/n/8v6k++5T22jWaq1dJ5udAhDCZYG/dAhHM7DyxaTBLi5BYaMeEvSHBtSAgEjBZCmkGgcN5f2XH0E0Mk+CwCXTGwmwDgQgGJiVkLUQvdAaR3r4nmQhzlfDlH3s4GE+5JwZLJIvCvCnANdAOGTS7TAhYEWbzeZbLRTAJLjgAbLBUrmJtuEZucq7sXmGlt8JCsaDJP6WUUi+N3nWUUkoppdQjdfOEX/9s9pHz/rZHDdnEUmSG1gU6WcLKbMmwdtwdNtzcqx5b+tG4QG0DRuSB7b+Pm/enLb+vNsky5n7/L0nm56kXFqflHrs7iDFIURCbhmxlBdPr4gZD4mQCy8tQzhMHa0CL5GA6giQRJCF4IbgGMRFJPSZ4+hhcG3EWinupvzRSE5EIXqDqCD0r/Px65PRm4I07cPOPHGuncvYKSGJgBiGJLcSIj4Gxt1Ri6IrQd/XhvL8yKdmqthi0AwBSSWl8g4+ebtrl1ugWn259qvP+lFJKvRT6CUgppZRSSj3V4+b9fbU5ZlBbRGBYOybWU2SGxgZOzJX08uRbpR+t87Q+0Huo9ONx8/605ffV9/A2X3vzJqGqqD77HL+3ix8MkDxHAJRmxSIAACAASURBVF9V+J0doveENiBlB9PrYRY6YCfgW/xgfDDvTzDJt1t+y46hm6VMfEMveqrEsDgWejYSMihspDOCcjxN/y3c9BxbET45H5mNAXwDwMRALQaIdKLQ9RbsNjT7VEBtwJqUM7PnKLMum5NNQgxsjDfw0dP69rHz/n4x8wtN/SmllHpu9A6jlFJKKaWe2cPz/mC6UPdw6cfupGVQ2UeWfkxaT54Yijx5oPTjSfP+tOX3p+HeNl8uXgRg3trDgg+3tYUfjpAsxe3uki4tka2s4CcTEEF6xyB4wnCH4BvIQToJ0kke2fJrXEs/BPoR2lqwLZQemgh1AWmIGITj23ByP/D37gi/uBK5sxwxeWCwkPOHE5Eqh06Ebowk3gER304YJwk2wmwUyvHWY1N/D8/7uz68zm69y+3ebf7i7F+8xFdDKaXUT5l+0lFKKaWUUj/Io0o/7t/++3Dpx4m5knHjEEBkmu570rw/bfn96Xo4+df5xbtM/uZ/YDc28MMBydwcGIPb3j5M/UXnMHOL35r398iW30Twk0C0YAJ0OglJT0i9JeYREwRB8DaytBNZTuD4JkxmYL/r6F2HtRX4+mcwFwKIB5MwSVIaCaQI/Rig3od2REWgloCVhDP3tfy64BCE+WKe2td8tPERq9kqX+5/yb9461/oNl+llFI/Ol3wU0oppZRSP6qHt/8+XPox18kREbZHzWHqz/n4yHl/2vL7eriX/OtevMjc73//QOqvnlQPpP7S5WUkMQ/M+3tcyy/REFwguOlCYJL6w5bfANhGaL1gBZxEMgcxwiiDY4PI2duRC+tQXYbbpwL7Sxl3TmWMco9D6Efo3tfyOzYGa2BWssOW33vJv+16m8pVdNIOrW/5qvqKnXqHVlo+6mm5h1JKqR+X3k2UUkoppdRzcX/y7+HSj6p1D6T+js/kJMID8/605ff19LTUnylL0mNL+NEY/7SW39GI4CwQkVSQLIE0nRZytC3RRfIInbmU2lgm40A3GBZH0AtC6SILm9DswvEdw+bxwKkblmwFRm/Gg22+LQATMTQSp6k/ycC14CqCbxlKYEKg8Q0hBvp5H+stkchX+19xY3iD1Z1VPlz/kHcW36GTdTjVP6XJP6WUUt+bLvgppZRSSqnn7mmpvzIzLPcLRnc8k7bVll/1xNTfs7b8+uF1oq8xWcTkEclLyLtgG0LbQoC0n5Ak0HeBjomUI+g3giMQDYzLabFH9NDZjyxtOE6uw3urwu3TkXo+cOdUwaiIOKYzA7skkBdgKwbNHhMjWBFmi0WWy0UwCd57Gt8QY6RyFWvDNXKTc2X3Ciu9FRaKhcOCD03+KaWU+q70rqGUUkoppV6YJ6X+dsYtxqAtv+pbvnfLb+Og7GJKg+kBroF2Mp3rF0BMxGQOAmDMNPHnwEQYzxmaNFBHkAB5CwmQeljahOXdyIlt2DsunLrpv0n9ISS+gtDgo2cMVDHQjULfVjC4CXkPMRlDO8RGi4iQSkrjp/+mm3a5NbrFp1uf8vHdj/lg7QMurlzk7OxZTf0ppZR6Jrrgp5RSSimlXoqHU3/a8que5ru2/CYLC8TJBDM/D9IQ2zGxbfCTBjFgckEkQpJP5/35huih7Bi6WcrEN/SCJzhDYgXfgC2FtowkbcR4oRhETu16Fu7AL6/A9vFIkgUGc8KXJ6AuBRA6AbquBldDs88IsBKJvuX07BuUWZfNySYhBjbGG/joaX3L6s4q64N11gZrXFi4oKk/pZRSz0TvEEoppZRS6qXSll/1fT113p8p8QhhMISZGWJrERuRroC1mL6Z/kYULKGd9nyIAUkDxrX0Q6DTCNYK3kNTCFXfYKMnD2CYtv92beTEDtgERptQ9QNVz7BwA3or8MWb0I2QxAAi+HbCKDV4EY5JQjneOiz32Kq2GLQDAFJJWSwXGdkRjW9YH6xr6k8ppdQz0QU/pZRSSil1pGjLr/quHjfvz96+TfXJJ/iqms7868+QzZyapvyGQ6QowLTQjvHjfQjTNl9jPEgGxhCcJ/rptZCnCXmE1kdiEumOhblmuiM4GkgdhAjDHPqDyNu3I2+sw5+tClunIvsLnjsnEraLBEskjTAfItT70I6oCNQSsJJwprNCWS6ASbDBMmpHhBjwwWvqTyml1FPp3eAFEpF5YP7gy8xay2AweJmHpA6Mx+OXfQivtNfh/L1qz/GoHe/LOp4X+bjP87Gex88+ateIOnqOyjXy86WUny/N8U/fnOG/frXLpY0RW6OWYdWQCGyNGpa6GUszGUaEYW0Z15ZOKjQuMKwtqYFOaojB4wIMG0djPSEEsiwlNRHnHADDqqVqPa0LnJkvKVLD1qjFWsf69ogQI1VjubE74evNEVc39nnreI//0s95+0SfP39zkdTIkTl/z9ORfo4X3yN7521YXcXlOXzxBW5rC1leJjl/Hr+1RfzyS9xoTHLsGDFkBDuCLEc6AoUQgyM4IQSPxAgGjDj6DiKCb8FZcF4YzQtNEkjGkSQIvRHkAXIHi5vgdiOntyN3jxtO3YBPT0R2zkNfwMRADB5vK8aJwRqYlYx8skNoRoSsSxMaxm7MoB0wm80yl80xdmOqtuL63nWu7lzl07uf8p+//M9cWLhAJ+lwonuCC/MX6KbfTv69qNfueT+O3h/Vy6DXyA/zOpy/H/IcQwg/2nHogt+L9W+Bf3fvi93d3Zd4KEoppZRSr44sMfz2rSV+fW6eSxsj3j1V8T/XB2wMaoa1p0wTFnsZ49YxaT23Bw0C9PKE1gmd/JsUX+sCjQuICFkidA/m+oUYmViP9YHZMqdIp/+mzBO2Ri2DeroomBphoZMxbj2NC9zeb/h6u2L1zpi/vrLN2ydmMMFycrbgV3+vpJsn33o+6vkz3S7Fr35F/u67TP7qr5j87d/h169jv/wSMzeHGIOvKtjYABGYmYOmIS4uElML7ZjQjojOggjGBCRLiGlGjIJ303l/RcfQSYTKO9oEOiNhtoFAJBy0/JYtiBe6e5FjG54TN+AfrgobpyPVQuDOcWFYCI1EEoQeKfgWsWOG7R6NgCUyk8+yVMyDJPjoAbDBUrua9dE6mcm4OrjK8c5x5vN5Pt78mAvzF/jTlT/V5J9SSr1m9F3/xfr3wH84+PN/Onbs2Fuzs7Mv8XDUw/T1+GFeh/P3qj3Ho3a8L+t4XuTjPs/Heh4/+6hdI+roOWrXyCxw4tgCAP/moVl/O+OWLE3pFOGRLb9pOv3o60KLDZFeljDTySnyafHHoLK0LpIlhtlufvj9zdjR+IiL4YGW3zisSZKEIIY2BD7fGJGnhi+3G5a7CfPdhtW9+JOf93fUrpFHmf3X/5q7c3PYy6skwyF+d4eYpsROh9g0ZCsrmF4XNxgelHwsQ1jEj9YAi+RgOoJJIpiU2ArRN9OW39STBOiLwbUR56CIwnhOqNNIRUQi5M30+k39NPW3vBs5vQ07y4Fz6wmXTwg33ox0gZ54DOAJTIKnFUMhULqGdHwH8h7drMtOs8PIjwDIkgwbLGKEuc4cu80uG/sbTOKENml5//z7ZCZ78Ly8oNfueT+O3h/Vy6DXyA/zOpy/7/McjfnxPivogt8LFGPcA/YARMT+mC+kUkoppdTr5mW2/MKT5/11MsPt/YbLdyc67+8IkCyj85vfULz3HvmNG9ibNwlVRfXZ5/i9XfxggOQ5Aviqwu/sEL0ntAEpO5heD7PQATsB3+IH44N5fweLgEkOAYKzxPBgy28SA4kz5C1IC+Gg5TdtwXiYHcDsINBWgqng8s8DiWkBmBiwYohEcoQ8OKi2odmnAmoD1qScmT132PIbYwTgrfm3+HrwNR9tfMTVvat8sfMFvzv3O95efPvlvRBKKaVeGP2koZRSSimlXmkvo+UXYNJ4ahuwPh4m/+4Oa0KIbAxbQow0LnDp9pDr2xO+2hzx9slZbfl9iUy3S/fiRbh4EYB5aw8LPtzWFn44QrIUt7tLurREtrKCn0xABOkdg+AJwx2CbyAH6SRIJ5m2/FpP8NPdwZJx2PJb1jCxIB5GBYz7QnrQ2BtE2OoLNoU/uhk5uR155xZsnXQMFnI+PwFNHpAo5AG6TLeV+3bCOEmwEWajHLb8dtMOlau4tn+Nm6ObTOyE1rdc3bvKdr3NyI74qPcR5zrn+NOVP32ZL4VSSqnnTBf8lFJKKaXUT8rzbvmFxyf/7qX+soMFwzxLWOrlDGtL4wJr2xNt+T1CJMuY+af/J73/49fUly7R+cW7TP7mf2A3NvDDAcncHBiD294+TP1F5zBzi8SmwSwtQmIPWn73IDhMGjAJYFKIQnSBzEFIIEuFHMES8CkUFpZ3IiYROi6yeBcWB7AwhMmMZ/565PIKXDkP3RhJogeTMElSGgmkCP0YoNkHb5E0Z4ij8Q0iQiop/byPj54YI1d3r7K6s0o36fLXt/6af3TmH3F29ixvL75NN/t2uYdSSqlXl36qUEoppZRSP0n3J//+1a9OP5D6q1r3QOrv+ExOIhzO+5sps8em/uDxyb97qb9W4Mx8Sa/MgWnqcFRbQoz4EDX1d8SYXo/uxYt0L15k7ve/fyD1V0+qB1J/6fIykpjDeX8sLxOkQ3BjSD1SgiQB0pLgAzFWCJEsNRRpQhkjrY+EGDG10HUQJBINuBS8AQ+Ug8A7tyPn1uEfr8L2ycD+UsadUxmj3OMQ+hG6pgCTQDtg4KBB8EnG6c4KZbkAJiHEwF6zB0AiCbdGt7g5vsmt6hYXFi7w0e2PeHvpbf789J9ruYdSSv1E6Lu5UkoppZT6yXta6q/MDMv9gtEdz6RtublXIfDI1B88fd7fYjc7bPmNMWKdZ9h4hrVjrps9kPq7sTtd+Lt0a8AHl+7w7uk5OnnCmYWuJv9egqel/kxZkh5bwo/G+MkEe+vWtMV3dn6a+usKJA7shNAGgpvO1BMJJBLoewDB1uAduIOCjyYJuDZivFBUIAmUDpY2odmFM9uGzeOBUzcs2QqM3ox0ERJfQTD4GBgGjxfDMW8o673pMWQ9hqFhYic0vmEun2M+n2fsxjS+4dboFtf2r7G6s8qH6x/yzuI7dLIOp/qnNPmnlFKvMP30oJRSSimlXhtPSv3tjFuMgSIzj2z5nSmnBR/PMu+vd98C4d7EUtlA6wKzMwXHZ0oAXAgIYP20SOTa1pg8NVzeGHJyrmSxl2vy7yV6UurP7+4gxiBF8e2W3/EYOgkkGXG0DwEkBZMGJMkgSSGAtw0E6PQTuokwCY42QqyF8iD1h4FJCVkL0UNnP7K04Ti5Du+tCrdPR+qFyJ3jsF0KFiGLMC8GXAPtkEGzy4SAFWE2n2e5XMSFiI8eABsslatYG66Rm5wru1dY6a2wUCxo8k8ppV5h+q6tlFJKKaVeS9+35fdZ5v11D2b63Uv9NS5QpIb8vkW7J7X8dvOEm7uVzvs7Ih5O/T2x5beu8Wmf6ApCSJG8wORg+kxX7STBN3G6EGgiJnNIgD4GW0e8g+Je6i8N1BEkQN5CAqR+mvpb3o2c2IG9Y55T6wmfnYCdN2EGSIIDmab+xt5SiaErQt/VMLiJJB3KtGCr2mLQDgBIJaXxDT56ummXW6NbfLr1KR/f/ZgP1j7g4spFnfenlFKvEP2koJRSSimlXmvfteX3u8z7GzfTLb4hRoosoci+WfB7Usvv7f0aH7Tl96i5l/p75pbfk2emLb+AzKTQjgl1ddD8C6YQRCIkOURDuD/1lyVMfEMveIIzJFbwDdhSaMtI0oJxUAzh1F5g4S784grsHY9IFhjMCV+egLowQKQTha63YLcxklCLUBuwJuXM7DnKrMvmZJMQAxvjDXz0tL5ldWeV9cE6a4M1nfenlFKvEH2HVkoppZRS6j4/5ry/xgVqGzAiZAeLgfD0lt/7U3/a8nt0faeW3ywjuoJoPdIVpG2RvoFMIFj8JBIDiAGTe8R5+iHQaQRrBe+hKYSqb7DRk4eIQTABujaysgM2geoujGcCVc+wcAN6K/DFeehKJPEOiARXMUkMNgqzUSjHW5D3KJPyW6m/xXKRkR0dzvu7PrzObr3LXrPH++ffJzPZy30RlFJKPZJ+KlBKKaWUUuoRfsi8v046/ZjdOk/rA70soVc8et7fo1p+70/9gbb8HnXfqeX3+AqxbWj39olFAZkjjPbxzQAxgskjEj2YDIwhOE/008XfPE3II7Q+EpNIdyzMTUOBBAOZgxEwyaEziLx9O/LGOvzZKmydgv0Fx50TCYMioZFICvRjgHof2hEVgVoCVhLO3Nfy64JDEJY6SxSm4A+bf+Da4Bqfb33Ou8vvasGHUkodQbrgp5RSSiml1FN813l/e5OIC9MyjjwxFHnCfOebJNTTWn7vT/1py++r5Vlaful1kcGQsL+P63SIrkB6s9DUmB6QeAiO4AwxBCRGJIkYcYctv64FZ8GF6by/Og3IGAjQG0EeIHewuAluF05vRzaPG964KVxegRtvQhfoChA9vq0YG4M1MCvZYcsveY9u2qFyFdf2r5EnOa1v+WLnC+6M77Ax2WC5s6xbfZVS6ojRd2KllFJKKaWe0TPP+6ssS92ME3Ml48YhgMg03fcsLb/3p/605ffV9KTUn9vchBCIbYvMzpIuLxPbBj8cIkUBpp3O+9sbElwLAiIBk6WQZuADwVligLJj6CaGifcMDSyNhbaBDIhGqMo4Lfxwwtxe5PiGZ3E98sdfCDdOR+L8tOV3WJiD1J/Ql4zpimIF3iJpzhBH4xtEhFRS8iTHiCHE8NiCj9PZabqppv6UUupl0AU/pZRSSimlvqfHzftb3x4xrD2LvQIRYXvUfKeW34dTf9ry+2p7ZMvv4iJubQ0ZjyjOnye2DfUXVwjjMWZ5Gcp54mANaJEcTEeQJIIkBAfBgwhI6jHB00co2khjIQuwOwc+BQsQIGvBC4iPnNmE5b3IG1uws+x5Yz3h8glYv5f6I4G8AFtBs8fAGhoRfFpyevYNyqzL2I6pXc1uvXuY+nu44GPGzHBh/gL/rP/PNPWnlFIvmL7rKqWUUkop9QM9PO/vLz9Z49LGiEELVeu05VcBD7X8/uY3TP7qr+DLL2mvXUPSFGIkVBV+Z4foPaENSNnB9HqYhc50i61v8e0YPJjswdRfdJYkQOwYOplgoydESD2ULRQttCU0JeQt1B5mBzA7CLSVYCq4/DYkVBCa6VbfGBlGi8dwzPvDgg9JS4bt8IHU3/0FH+uDdXbqHf6w/Qf+2+Z/O0z96aw/pZR6MXTBTymllFJKqR9Rlhh++9YSvz43z/Vh1JZf9UiSpnT/+T/HfPIH6oVF3NYWfjh6oOAjW1nBTyYggvSOQfCE4Q7BN5AFpARJgKxLsC3BW0SgWyT0MEyCx1WBYIXEC6MCqr4hixEbA0GErb5gU/ijm5GT25F3bsHWychgTrizAtulwWLIIsx7e1jwMcDTCHgxnL6v4MMGy6gdEWKgdS1XJ1e5Pbl9mPrTWX9KKfVi6DusUkoppZRSz0E3T/j1z2a/V8vvTDkt+HhRLb9/vXqXXpGyPFPgQyRPjZZ+vACSpk8s+Ejm5sAY3Pb2YeovOoeZWyQ2DaYrkDiwE3zlIdwr93WIg74P2BacE0ICRSp4BBsDPoXCwvJOxCRCx0UW78LiABaGgcmM4dQNw2crkZ03IzMIyX0FH8PE4AWOSX5Y8BGyHja0jOyYkR3RT/vM5/NUoaLxDbdGt7i2f43VnVU+XP+QdxbfoZN1tOVXKaWeA717K6WUUkop9Zx915bfe/P+nnfLb+08n1zfY1BbOgdbhldmS7LEaOnHC/Skgo96Uj2Q+kuXl5HE4AZD4ngMnYTgheAGYEAykOjBZIQg05ZfIEsNRZpQxkgTAjGCqYWugyCRaMCl4A14oBxElm47TqzDr1aFO6cj1cK04GO7MFgiWRTmTQGugXbIoNmlJmIFZvI5lop5kITYRgBssFSuYm24Rm5yruxeYaW3wkKxoMk/pZT6kek7qVJKKaWUUi/IM7f8Hsz7e54tv9YH9ieWMktwPrDZOJb6OS5EjvUzLf14SR4u+Hg49WfKkvTYEn40xlcV1mVAgZmZI9YVpsN0aF9whGAIPkx/rgQSCfQ99KLB1RHvwEVhPCc0acA1EeOFoppuFS4dLG7C8m7k9Pa04OPUesJnJ2DnPMwYIYktxIiPgbG3NGLIBQpbYYa3iVmPMi/ZqrYYtAMAUklpfIOPnm7a5c7kDteH19mtd9lr9nj//PtkJnv8SVJKKfVUeqdWSimllFLqJXlcy++9eX9znfy5tfyGEBnWjqr1nF2cbqXcGbdMWsf+pKWy/omlH//wVEl6sNiofnxPSv353R3EGKQoiE1DtrKC6XW/Sf31E2jHxMk+BIukYNKAJBkkKTGAtw0E6PQTuokw8Z42RmItlAepPzFCU0aSFvBQDqG3F1i4C7+4AnvHPZJ5BnPClyfAFoZIJEfIg0PsLtIOqCZCbcCalDOz5yizLpuTTWKcJv/emn+Lrwdf89HGR1zdu8oXO1/wu3O/022+Sin1A+iCn1JKKaWUUi/Zwy2/96f+nkfLrw+R2vnD1N+97b+JEW7uVmyPWloXnlj68R+7Ke+dneXnZ5ym/p6zh1N/9uZNQlVRffY5fm8XPxggeY4Avq7xaZ/oCkJIkbzA5GD6QPQgCb4OEEBMxGQOCdBHsDV4D8W91N9B0286XZcjC9C1kZUdsAlUd2E8E6h6hmM3hMsrgU/OC7lAFzdtHbYt4yTBRpiNctjy2007VK7i2v41bo5uMrETWt9yde8q2/U2Izvio55u81VKqe9L3zWVUkoppZQ6Qp6W+vsxWn7vLQQa4YmpvyeVfnRSYW17wp9sNTrr7wW5l/rj4kUA5q19MPn3cMvvyTPTll9AZlJox4S6IlRjEDCFIBIhySFAsHaa+usldLOESfS0PtIk0B0LbQM5QjSR3MEYsBnMDmDptufkOry3CrdOg52HjZWEnTKhkUiK0I/hsOVXxDCUQFPtICYlzbr08z4+emKMXN29yurOKh/f/ZgP1j7g4spFzs6e1dSfUko9I13wU0oppZRS6gh6Uurvh7b8Ni7QuGdL/T2u9GNQtTQucGN3ut330q0BH1y6w7un5+jkibb8vgBPm/f3QMtvlhFdQbQe6QDWYmaS6W+EweJrRwwgBkwREdfSJwKCbSKNhTTA7hz4VCjGEQKUo+k1Yhy8sQl2F85tRzaPG87eEFZPwI03oQt0D1p+aSsGxtAY8JJwOulSkoCkhGyGvXYPgEQSVndWWR+sszZY48LChQfKPZRSSj2e3n2VUkoppZQ64n7slt/WeUKIz5T6e1zpR2sdANZPH+fa1pg8NVzeGHJyrtSW3xfoO7X8Hl/BTSb40QjpdsC0hNE+vhkg4jFZQBAwyfQ/H4jOkgSIHUMnE2zw+DQyf5D6M0SCgXEJnRYSJ8ztRY5veJZuRH7+hbB+OhLnpy2/dW4YSsQjHJOc0nvw+wTfMpTAhEDjG+byORbLRUZ2ROMbbo1ucW3/Gqs7q3y4/iE/6/2MTtLhzeU3NfmnlFIP0QU/pZRSSimlXhE/VsvvxHry1FBm5qmpv8eVfpR5wtaoZdROW2DTRGjsdF5gN0+05fcleZaWX5PnhMkEt7ePKQqiK5DeLFRDTDeCeEhLyDqE0YTgLSLQLRJ6ASbB4huIVsgC7MwJMY04IAmQteAFxEfObMLyXuTs1rTl9431hKsn4Mp5yAzMk0JegK0YNHtMjGBFmC0WWS4XwSS4cLC4HCyVq1gbrpGbnEvZJY53jrM6XH0g+afz/pRSShf8XigRmQfmD77MrLUMBoOXeUjqwHg8ftmH8Ep7Hc7fq/Ycj9rxvqzjeZGP+zwf63n87KN2jaijR6+RH+ZFnr9fn+nw94/nXNoY8cfHCv7n+oCNQc2w9swVCTEEtsctW4Nq2vIbIrNFQusChIBz08WUurWEEEjFUBhwzjFsHI31hBDIspTUxMPvH9XTJl8bImfmS4rUsDVqsdaxvj0ixEjVWG7sTvh6c8TVjX3eOt7jv/Rz3j7R58/fXHyhLb9H7Zp+Icdz4QLmwgV6v/0t9X//79jLq/jtbfydOwTnoK6RTgezcoLYNIRRjxhrYtKCrSGMcLUnBkiyiGAxHnrRYNuI9+A6Qi812OgJQOqhbKFooS2hKSFvofYwM4DZ/UBbwZ9Xwmdvg4kV0df46BkDVQx0o9BrxoS9dWLWI08z7o7vslcfbPWNCbWt6UqXLGbcHNzkq92vuDO4w+292/zF2b/43ot+R+06UUePXiM/zOtw/n7Icwwh/GjHoQt+L9a/Bf7dvS92d3df4qEopZRSSqmfim6e8N4bc7z3xhzv//3j/Nevdrm0MWJr1DKxfpr6qyxL3YzlmZyFTsbOpGVjMJ3DB1C5QJYY8vtSf60LNC4gImSJ0D2Y6xdipLYBFyJznYQinSb/7qX+BvV0UTA1wkInY9z6g3l/NZ/dHvK/1vf5f1a3ee/sLGcXOrx9ok83Tx7xzNSPQdKUzm9+Q/Hee9jVVfj6a9yly3DrFmEwID13jti2xC+/JIwjpuyCGRPriti0iAHJBDGRmGSEVgjBImZ67XUxVMFj60C0QuKEUQ+qnpBGsDEQRNjug03hj27Cie3An9yCzZOB/TnDlytQl9PrrozQ9S3iW6QdUIvQSMSZlFP9sxRph+16m0hEEM7Pnuf68Dofb33MteE1vtz/kn9y6p9wYf4C3VS3+SqlXk+64Pdi/XvgPxz8+T8dO3bsrdnZ2Zd4OOph+nr8MK/D+XvVnuNRO96XdTwv8nGf52M9j5991K4RdfToNfLDvKzz93+9N8/vGsdntwasbY8faPntlTlLsx1sNOw3gZv7DWVqWOzmNC6QGiFNp78muNBiQ6SXJcx0cop8OgdwUFkaN13Qm+3mh9/fjB2Nj7gYeOO+lt8wqJnYAMbjo/DFZsXN/Zb1vYa3T87yh43qhc36+UATKAAAIABJREFUO2rX9As9ntlZOHGCwa9+Rfy9I37411SffUp77RomTUmMwbUtse0TXYfoI2YmJbYW0xEkB4IltAECmAxM4hHv6fuAbcE5IaRQpIJDcATaFAoLyzvTsYCFiyzchXoA88PIZCayeAP6K/DFm9CLkZQAInhbMUkSnIE5DL16F/KWft5jYitu1jfZCTtM7AQXHdeG19ize7TS8tngs++9zfeoXSfq6NFr5Id5Hc7f93mOxvx490Bd8HuBYox7wB6AiNgf84VUSimllFLqfk9r+U0ToZMlLPcLauvp5ClFFtkZt08t/Rg1DhcCvSI9LP24N+/P+sBc5+ktv8PaasvvSyRpyuzv/yXJ/Dz1wiJuaws/HH2r4EMSgxsMieMx9BPCaJ/gBmBAMpDowWSEIMQQECBLDUWaUMRAGwIxgqmFroMgEW+mST9rIALlIPL27cgb6/Bnq8LWqcj+gufOiYRhkdJIIEXoxwD1PrQjRAwjPK3ZwSQ5adaln/fx0RNj5OruVVZ3Vvn47sd8sPYBF1cucnb2rJZ7KKVeG3r3VEoppZRS6ifuUS2/rQskRtgcNowax35luXx78EylH6PGkSVCL0sOt/+OG0dtPakR+uU3v2Y8ruXXHSwOacvvy/MsBR/psSX8aIyvKqzLgAIzM0esK0yH6dC+4AjBEPx0e7hIIJHAjIeIwdUR78BFYTwntGmgbcE4KCuICeQOFjfB7UZOb0c2jxveuClcXomsvwldoCtA9NBWDIyhNeBDwpkIJQlISshm2GsPZv1JwurOKuuDddYGa1xYuKDlHkqp14a+wymllFJKKfWaeLjl957xwfbfX56df2D771wnR0TYHjWHqT/nI/0ipW6hk3+zCDdN/U3/7uHU36NafjtZwt1hzX5lAW35fZlMr0f34kW6Fy8y9/vfM/r//n/qzz+fpv52dxBjkKIgNg3Zygqm130g9Uc7Jk72IVgkBZMGJMmIJiFGIdgGAnT6Cd1EmHjPIEJWC62DVCAaoSojeQuJF+b2Isc3PIvrkZ9/IayfjsT5yJ3jUOeGoUQ8whIppXdgtwnNPkMiEyM0ZsRcuchiucjIjmh8w63RLa7tX2N1Z5UP1z/kncV36GQdTvVPafJPKfWTo3dKpZRSSimlXnNP2v5bte6B1N/xmZxEYHdcM2mnia57qb80MfTy9IHUn/XTRbwiSyiybxb8Jo2ntgHr4+G8v7vDmhAit/drfIg0LnDp9pDr29Ntv2+fnNXU33P2cOrP3rxJqCqqzz7H7+3iBwMkzxHA1zU+7RNdQQgpkheYHEyfaRJPDL6CGEBMxGQOCdBHyKtI6yGNsDsHPgULECBrwAPiI2c2YXkvcnYLdpY9b6wnXD0BV85DamCeAESIkYGtmCQGG2E2Csu2AUlxyTRVaoOlchVrwzVyk3Nl9worvRUWioXD5N8vZn6hyT+l1E+CvpMppZRSSimlDj28/ffh1F+ZGZb7BftVw6T13NyrEKBfpDTO0y2+adttXKC2ASNCdrAYCI+f9/eo1N/98/7Wtiea+ntB7qX+uHgRgHlrH0z+PTTvLzt5Bj+ZACAzKbRjwmRMqCrEgMkFkQhJDgGitaQBQi+hk4ENnkAk9ULZQtFCW0JTQt5C7WF2APN7ge5d+NlV2Dge6aWewZzh1gqMS0NFpHtv3l+zD95SJhlbdsygHQCQSkrjG3z0dNMut0a3+HTrUz6++zF/mf0lvzz2Sy4cv6CpP6XUK03vikoppZRSSqlveVrphxGhyAzWBU7MlfTyhEFtGTeemXJa8NE6T+sDvSyhV6RPnff3qNQfgPWBUW0JMeJD1NTfS/C0eX/J3BwYg9vexmfZNPVnHdIx4Bymb6a/fQaLr91B6g9mCui7wCQGXAPBCYmHUQFV35DFiI2BgOAiFDbysx2wCZy/A+OZSNWLrNwQOiuRj96EDkLX5ECEZo/KGGoRbFpwZvYcZdZlc7JJiIGN8QY+elrfsrqzSpmUXB9d553ROzrvTyn1StN3LaWUUkoppdQTPar0Y2fQ49LGmJGNDCpLniZEHJX1z9jy++h5f9+n5Xdte8zOuGV30vKvfnWaTBf9npsnzfurJ9UDqb9k6RixaaCaIEUBpiWM9vHNABGPyQKCICah7wXbBpyFkECRCh7BEggpzI+hbSABMFA4aIi0mTAzhO5eIEygWwlf/tyThDEYg4+RcbBYY5j1CeV4C/IeZVKyVW09kPpbLBcZNAOst9wa3eL68Dq79S57zR7vn3+fzGRPPDdKKXWU6IKfUkoppZRS6pncn/obDAZYH/hft5vD5N+wts/c8vuoeX/fteXXCCz3S4rM8PHaLl9ujvi7m/v88uw8Zxa6utX3OXta6i8WBabTITQNbm8fUxREVyC9WaiGmG4E8ZCWBB+IsUKIZKmhSBPKGGl9xDQRrJAH2J0TbBrpjCEGwRlhbRnmtyPvXIdzm5E/2YCrbwXunEgYlgkN01mBfe+g3od2REWgloCVhDOdFcpyAUxC61oA5ot5al/z0cZHXN27yhc7X/C7c7/Tbb5KqVeG3v2UUkoppZRS38vT5v09qeX34Xl/37Xlt5unTFrP1c0hRZrQ+sDl20M29mpu71Ucny0f2Oqrnp/Hpf4mt27ht7fAe2LTIP0+6fIysW3wgyESJ2As2AmhDQQXARAJJBLoeyAKbQs+gOsYupnQhv/N3p31xnWl6Z7/r7XXHiIYZHAQRQ2UXClb6rITTperhKxzUQVknwROH5TTB/VR+hv0V+iP0Pfn5gCZQB803Ohs1JDdyuwsZ6VtjdZMiRQZDMa4hzX1RVCyJMuyJmuw3h8QgEKmIza3InYgFp71Pp4mBeNgeTeyNADTQGrhyASWxpG8URzfUJxbC9x4N9JWijZA9PimZKI1VsOCSimqPbDT/eRfTr/u82XvS1qmReMbLu1dolf1GNsxZ+Zkm68Q4s0gVyghhBBCCCHEc3mWlt/75/09S8uvBoalpXIBzazgIzcarRU+wka/fKDg42eHWhxbavHzk21J/f2A7k/98Yc/4G/fhouXqC9fxg8H5CdOEJua6sJFwjigW3OQpMTxAAIoA9oEVJJCYghVJIQGpaCdJ8wFmAbLMCrSStE4MAqiVkzySB1madIDPTiw7Vm+EfnLC4obRyNxMbJ1EEa5plYRg6KjUnA1NCNCPWBCYKoUjZsQimU6WQcfPTFGLg8uc3N0k/O75/ntjd/ywfIHtNIWRzpHJPknhHjtyCedEEIIIYQQ4oV50pbf8ZZn2jTP1PILMChnM/x8iBzbL/gY728L3p3U5CahduFewcelTcPJg3P8abOUgo+XQM/NkX/8MXz8MfOtFoNf/4byyy9orlxBGQMxEqoKbzqzgo9gUFmOzkB3gOhBJXjnIYBOI1pZVIAOmqyMs8W+CP0ueAMWcBEWSvCAV5H1bVjdixzbgd1Vz/EbCecOwY13oQ20o4MIxMjQlkz1bJtwF82qrWcrkNkCla+JMVK6kmuja2Q642L/ImtzayzlS1LwIYR47ciVSAghhBBCCPHCfW/Lr4Y81dT26Vt+fYgMK4sPkdX5bwo+HpX6e7Dgo+Lcnem91N/f/mSZd1bmZNbfD0ylKd1Pf0WyuEi1tIzb2cGPxg8UfKSH1/HT6ezn5w00E0JVEuoaNKhUoVSEJIOoibYmCRA6mlaqsMETiLRrRWrBeKiL2S1roPKwMILFvUD7Dpy8BHcORlomMOwqbq3BpNCURNoROjFA2YN6gFKGkY7U9QBlCowy1L7GR0/btLk1vsUXO1/wxzt/5LNrn3F67TTHFo5J6k8I8UrJp5oQQgghhBDiB/Wolt+y8fx5Y0B/2jx1y29/0mB9JE0US+3s3t8/KvUHYH1gXDtCjESl76X+Lm+Pef/wwgOz/iT198P4voKPpNsFrXG9Hj5NiS4nWo/uaGJj0S0FGRAsfhqJAbSOdNJIx0WmMeBqiI1CexgXUHY0aQzYGAkoXIDcRk7sQpPAT7ZgOh8o5zRrNxWttciZd6EA2t7NDryZMkwSag3eW44GKIou2zolxMDmZBMfPY1vOL97nhvDG1wbXuPU0ilJ/QkhXim56gghhBBCCCFeivtTfzBbiLs/+fekLb/9siHRioVW+r2pvxgj1nmGlWNcexbnsodSf7OFv7O3hnx2dosPj3ZpZYm0/P5Avqvgw+3sUE3LB1J/5uAaKtG44Yg4mUAnIYwH+HqI0mq2/RcPKqUTFbYJOAs+U6S5Io9gIwSjWJxAU0MCoCF3UAI2hYUhrNz2HLwBf3Uebh0FuwhbhxKqzDBSAY/iAFDYCcRIkaTs2AnDZgiAUYblYpmxHVP7mlvjW1wfXadf9dmr9/jkxCekOn3MmRFCiBdLPr2EEEIIIYQQr8Sztvy204RaBbrF96f+9qaW0gasD8wXGQfnCwBcCCjA+lmS8MrOhMxozm2OONwtWJ7LJPn3A/u+1J8uCsyBFfx4gi9LrEuBHDW3AHWFakdiElDRERwEP3vc3EBLBcoADaDrCE6RBeh3FcFAPokQoBjPFoW1g+PbYPvwTi+yfVBzfENxaS1y8QSkGhZ1ATqBZkipFRURm2Sst9YoiiXQCS44FIrFfJHKV5zZPMOlvUtc2L3AL9/5pWzzFUK8NLLgJ4QQQgghhHilnrblt3aBUdkQ9v//x6X+Jo2jdoEs0WSJuvecrTThzqhiUFpgNu+vtrNG4HaWfKvlV+b9/XAel/rz/V2U1qg8J9Y16doaaIUfjYgmJSYNypX4co/oPNpEtIHEGDo6AR9orMV7cIWmvT/vz5vI4kTR1KCJeA2TAtoNJE7R3Ysc3Jy1/L53QXF9HViazFJ/JjDxHqs1C95RVHtgp5DNUSQFvapH6UpapkXjGy7tXaJX9RjbMWfmZJuvEOLlkCuMEEIIIYQQ4rXxJC2/c1nCpLb0JzXTxn1n6m9SO6yfLeK10oTMfJPSm9aeygasjxzfn/d3Z1QRQuT2oMKH+EDLr8z7ezkeTv3ZjQ1CWVJ++RV+r48fDqFpAEUYDqHbJTSB4FIwHp1FdBHAFJC2COMpwVuUgnaeMBdgGiy+hmgVaYDdrsKZiAdMmJV8eAXKP9Tye9By/Krl6iHF1+/Ovkx3UOBqaEaEesCIyFQraj0mFMt0sg4+emKMXB5c5uboJud3z/PbG7/lg+UPaKUtjnSOSPJPCPHCyYKfEEIIIYQQ4rXzuNTf9qjGB6hdoJOnj0z9wey/VzaglSJNFO39uX53k3/WB7qtb+b9PSr1d/+8v2u9qaT+XpK7qT9OnwZg0dp7yT97+zb+88+JVUU0Zlb4kSTEyRRdRFTiZom7ZoqvHQTQaUQriwrQiZqmifgArqXppIomesYRtIeigbyZNfxW+y2/xsPCILK0p4gV/LyCf/8g0k48KCBGhrZkmmhshIWoWLU1KAPZApWviTFSupJro2tkOuNi/yJrc2ss5UtS8CGEeOHkSiKEEEIIIYR4rT2q5ffzG3t8vT1mMHW8uzpH4wLntwLjytHZX3xrnKfxgbk0oZ0l97b6TmpHZT1GKzrFN1+JHpX6g/2W38oSYsSHKKm/V+Dh5J/udJh88QV+d5f06FF0nlFfvkIYj6GVQJISqpJQV6BBpQqlIiQZoVaE0HyT+kMzDZ6iDCROYzzUuUJ1NJGIi4EATDuKyiiObUSWe5H3b8PgUGTYddxag0mhKYm0UXRigLIH9QClDCMdqesByhQYZah9jY+etmlza3yLL3a+4I93/shn1z7j9Nppji0ck9SfEOK5yIKfEEIIIYQQ4o1wf+rv04+O8N/+bYM/bwy4vD3GaE2IUFp/r+Bj2niyRJNnCd37FvbGtcOFSCc3zGWzv/+u1N/dlt9R7RlVjm47lZbfV+hu8q/10Uds/tf/SnP2HGHjJrEyECOhqvCmQ3Q50Xp0RxMbi24pyIBg8U3YT/2B1g7loOMDWQONBZeANVARMTHQpBHjFJ3dSJFA5iLLd2B1CP1hYDqvWbupaK1FzrwLrQht3OyAmynDJKHW4L3laICi6LKtU0IMbE428dHT+Ibzu+e5MbzBteE1Ti2dktSfEOK5yFVDCCGEEEII8cZJE80/fnyUpXbG8lzG9qhmVNkHCj4OdQsmtUMBSs3SfZX1jGuHSTRzmfne1N/dlt/GBRbmc2n5fU2oNKX9n/8zuttFX1mbFXyMxqjU4Pp9zMoK5uAaKtG44Yg4mUAnIYwHBDfcT/2Bih50SggKQiABMIrMKEIEGyGi6FSQOtAqgoZgwGtIgIUhrNz2HLwBf3Uebh0Fu8is4CMzjFTAozgAFHYCMVIkKTt2wrAZMntKw3KxzNiOqX3NrfEtro+u06/67NV7fHLiE1KdPuaMCCHEg2TBTwghhBBCCPFG+r6Cj24rQylFb1yzN7W4EAkoOrmhdp52ntx7rMel/moXyI0mu2/RTlp+Xz1lDK2//3s6v/gF1dmztH72IdPf/wG7uYkfDdFFgTmwgh9P8GWJdSmQo+e7xKpEt5gN5wuOEDTBBxSRTEFLRcoADaDLCF6RRuh3FcFEVAPaQVqCTSLawfFtsH14pxfZPqg5vqG4tBa5eAJSDYu6AJ1AM6TUioqITTLWW2sUxRLoBBccCsVivkjlK85snuHS3iUu7F7gl+/8Urb5CiGemHzSCCGEEEIIId5ojyv4KBs3S/2VlpV2ysp8i0TBsLJMas98kT429Xe35TdPE/L0xbX8/vWRArP/POL53N3m2z59mu6nn94r93A7O/j+LkprVJ4T65p0bQ09134g9UczIU4HECzKKBITSJKUTmLAB+rGEgM0cwltE7ExYFG0KzD7qT+vYVLAXAPWKbp7kYObnuUbkfcuKK6vA0uTWerPBCbeY7VmwTuKam9WMpLNUSQFvapH6UpapkXjGy7tXaJX9RjbMWfmZJuvEOLJyBVCCCGEEEII8aPxXam/G70xo8pTpJrVTs54yzNtGjb2ShQ8MvX3YMuv/t55f0/T8vvrtuFvji3wl+tOUn8v0MPlHnZjg1CWlF9+hd/r44dDVJahAH/fvL8QDCrLUWlEzSnAg0rwVSQGUArmU0/Hw1QpfBmJXmH2U3/ORDxgwqzV1ytQPrK+Dat7kWM7sHvQcvyq5eohxdfvzr6Md1DgamhGhHrAiMhUK2o9JhTLdLIOPnpijFweXObm6Cbnd8/z2xu/5YPlD2ilLY50jkjyTwjxLfKpIoQQQgghhPjReTj1979/fo2zm2OGDexOGrSGPNXUNnCoWzCXJQ+k/uDBlt+5/Pvn/T1Ny2/LKK71pvx0p5ZZfz+Au6k/Tp8GYNHaB5N/D837Sw+v46dTQggwb8CVhKrEVzVKgc4CKklRiaHzUOqvk0ITPeMI2kOrgbyBuoCqmC0AGg8Lg8hyXzG/HTn6Ndxa8yykDaPFhK3VwLYpmSYaG2EhKlZtDcpAtkDla2KMlK7k2ugamc642L/I2twaS/mSFHwIIb5FrgRCCCGEEEKIH7U00fzi5Ao/f2eR66PIzf6UsvH8eWNAf9owLC2ZSYi472z5XWx9U5jwIlp+h2UjLb8v0cPJv4fn/SXdLmiN397GpSk6zFp+VVtBXaLbgAqQtvFlRQwWpWG+ldBBMQ2eogwkTpN4cLlCdTSRiIuBACQBEhs5tguHDPzkDlQdR9n2rM/BucOKjROBVqLpxABlD+oBShlGOlLXA5QpMMpQ+xofPW3T5tb4Fl/sfMEf7/yRz659xum10xxbOCapPyHecvLpIYQQQgghhHgrtLOEn/9kgZ//ZBmYJe/un/f3Mlt+G+v2j0Fafl+mx837q6YlKk0Je3skBw5gDq4Rmxo/HKHiFLQllGP81O+n/kBFh3KRjg9kDTQWfALWQEXExEBjIvMThatnxxA0ZBaaAmwK82OYH4CrIpSKc+9H2sns9UEzZZgk1Bq8txwNUBRdtnVKiIHNySY+ehrfcH73PDeGN7g2vMappVOS+hPiLSfveiGEEEIIIcRb6Wlafu+m/pyPL6Tlt8gSdsYN4yYA0vL7Kjwq9bf3r7/D37mDmk7QRQFzbfxkihsrtNbEJkPlDgjoPIJ3kKSEoCAEEgCjyIwiRLARcqvI3CzhN+gqYgrFOEIAtGJ7NaHVc5y6Dod3Iu9vwo2TflbwkRlGKuBRHAAKO4EYKZKUHTth2AyZPaVhuVhmbMfUvubW+BbXR9fpV3326j0+OfEJqU6/+2QIIX505JNCCCGEEEII8VZ7opbf/dTfwfnsBbX8OioXcNE9U8uvpP5enPtTf+oXv6D63e/QV67idnZw29vgPbFpUCsrmCPzxPEefrCHUg0kDoIjBE3wAQXkKtJSkTJAE8HUEeUVkwJCCjpGmnTW8LuwG2kNPKaZ3V/fhgOjyEKjOL6huLQWuXgCUg2LugCdQDOk1IqKiE0y1ltrFMUS6AQXHArFYr5I5SvObJ7h0t4lLuxe4Jfv/FK2+QrxFpEFPyGEEEIIIYTY932pvxfV8ju1HusDi+3smVp+JfX3w1DG0Pr7v6fzi1/ca/kt//3P1Jcv44cD8ndPEpua6sJFwniM7iTQTIjTAQSLMqBNIElSOokhVJ7GO9DQzpPZTMcYsCja1WyRT6uI11BlkHlQKA704MC2Z/lG5L0LiuvrwNJklvozgYn3WK1Z8I6i2gM7hWyOIinoVT1KV9IyLRrfcGnvEr2qx9iOOTMn23yFeFvIO1wIIYQQQgghHvK41N+LaPmtbXyull9J/f2w7m/5XfiHf2Dw699QfvkFzZUrKGMgRkJV4U2H6HJCMKgsR2egO0D0oBK8DRBApzCvPB0PU6XwZSR6hYnQ7yqciXhgEmG+BK/Aq8j6NqzuRY7twO5By/GrlquHFF+/O/sy30GBq6EZEeoBIyJTraj1mFAs08k6+OiJMXJ5cJmbo5uc3z3Pb2/8lg+WP6CVtjjSOSLJPyF+hGTBTwghhBBCCCEe4+HU34tp+Q3MPUfL793Un7T8/vBUmtL99Fcki4tUS8u4nR38aIxKDa7fx6yskB5ex0+ns5+fN9BMCFVJaGrQoExAJSkqMXR8oG4sMUAzl9BJoYmecYSinhV6pB6qYnbLGjAeFgaR5b5ifjty9Gu4teZZSBtGiwlbq4FtUzJNNDbCQlSs2hqUgWyBytfEGCldybXRNTKdcbF/kbW5NZbyJSn4EOJHSN7JQgghhBBCCPEE7k/9wfO1/KaJYi5Nnrnl14XZvDhp+X05HlXwMf39H7Cbm/jRkKTbBa1xvR4+TYkuJ1qP7mhiOUW3IqgIaRtfVsRgURrmWwkdFNPgKcpA0mgSD1WhUB1NJOJiIDAr/Uhs5NguHDLwkztQdRxl27M+B+cOKzZOBFqJphMDlD2oByhlGOlIXQ9QpsAoQ+1rfPS0TZut6ZYUfAjxIyQLfkIIIYQQQgjxDJ6n5bdqoJV9swj3tC2/j5r396Qtv+LZ3V/w0f30U8b/9M9UX32F29mhmpYPpP7MwTVUonHDIXF3C3II5Rg/9SgFOgMVHcpFOj6QNWAtNBlUOTgiJgYaE5mfKFw9O4agZynApgCbwvwY5gfgqgil4tz7kXbiZj/cTBkmCbUG7y1HAxRFl22dEmME4OTiSa4Or0rBhxA/MrLgJ4QQQgghhBDP4VlafvuTimkTAJ6x5ffb8/6etOX3xFLK3727/ErO1Y/J96X+dFFgDqzgxxN8SLBjBz5D5Q4I6DyCd5CkhKCILqABk2ryFHQEGyG3iszNEn6DriKmUIwjBEArtlcTWj3HqetweCfy/ibcOOlnBR+ZYaQCHsUBoLATiJF2klEqxZXBFTbGG0ztVAo+hPiRkXetEEIIIYQQQrwgT9ryOyhrpo1/5pbfR837e9KW3/8nVfyf53v83ak1afl9AR6X+vP9XZTWqLwg1jXp4SPgSvxgD6UaSBwEh7eK6APaQNtE5gJMVaSJYOqI8opJASEFHSNNOmv4XdiNtAYe08zur2/DgVFkoVEc31BcWotcPAGphkVdgE6gGaK0ZtQoatNHaYNJ2w8UfFzqX+L87nn+eOePfHbtM06vnebYwjFJ/QnxBpGr+kuklFoEFvfvptZahsPhqzwksW8ymbzqQ3ijvQ3n7037HV+3431Vx/Myn/eHfK4f4rFft9eIeP3Ia+T5vA3n7037HV/F8f7liuEvV7r8x3fn+ZfLfc5ujtkZN+xNKgiRLFE01nFwPqedJYwqy6SytMz+vL/G0rhAK9UURhGDxwUY1Y6y8SQKWqnCudn2zVHZUDaexgXWFwtyM0sE1lYxnNY45/AhcmPXcq035VpvysmDc/xfnYz3D3X4u3eXMfvpwhfhhz7nr+3n4+m/If3gfTh/HnX7Nrqq0OfO4fcG+NEQlCZkHl/XJJkiViOCrUDP2ny18aAMczqlVXms86CglSWEGLEhYFG0q9kin1YRr6HKIPOgUBzowYFtz/KNyHsXFNfXIS5O2DqksSYwCJZaa1x0HNVt8qCIQeNMm0EzJISARnNrfItrg2t83f+a9xbe45+Kf+LU4in+w9p/eGtTf2/ate918zacv+f5HUMIL+w43s536KvzPwP/y907/X7/FR6KEEIIIYQQ4mVIE80vTq7w83cWObs55tagYjAuOXdnytjCqHL78/kUpfXsTS0uREobSBNFnmq69xV5TO5r+W3vp/tCjEytx/rAQpHdW+yLzMpFxrVnXHsWCsNiK2FSe2oXuD2oudorOb814f++2OP9Q/O0Us2RbsH7hzq0s+QRv5H4PrrdJv/4Y/j4YwCic1S/+x323Hnc1hbNv/87saoIpoNaPoLO9gjTKSoPYAIEB0rjbSCG2by/ee3pOCiVwpURvMJE2O2CN+CBSYT5ErwCryLr27C6Fzm2A72DDcevKW6vKS6/N/v5FRJy71C2T2yGTFRkqhS1HbOQL7GYLTJxE6y3bE43uT6+zsXBRf7l9r9waukUraTFofYhTi2eom0k+ScnUz+UAAAgAElEQVTE60QW/F6u/xX43/b//H8cOHDg5MKCDM19nci/x/N5G87fm/Y7vm7H+6qO52U+7w/5XD/EY79urxHx+pHXyPN5G87fm/Y7vsrjXQAOHVgCYDgcYn3g327X38z7c0PGTWCv8qzMZRwu0nstv2k6a02trGdqI6lJmM9T8mz298PS0rhImmgW2hnGzL7q9ScNtYtYH+m2Mw4ttnDOEWNDkiQEpWlC4KvNMZnRfN2r91t+K/60Wb6Qlt8f+py/KZ+P3U8+IfziF1RnzzJcWqI6dxbf65G98xfoPKO+fIUwHqM6CTQTQlUSrUUloE1AJykkho4P1I0lBmjmEuZTaKJnHKGoZ4UeqYeqmN2yBoyH7gBW+rC4HTl4Ga6veZZSGC0GtlYD28YyTTROQRfNmreQZMS0jU40UUca33BucI5MZ1ydXGVtbo2lfIkvh1++dfP+3rRr3+vmbTh/z/I7av3iGtXfjnfiayLGuAfsASil7Iv8hxRCCCGEEEK8WZ6n5ffheX9P2/JbZM/e8ivz/p7d3Xl/rY8+YvDr31B++QXNlSvEykCMhKrCmw7R5UTr0R1NLKfoVgQVIW3jy4oYLErDfCuhg2IaPEUZSBpN4qEqFKqjiURcDARmpR+JjRzdhYMG/uIOVB1H2fasz8G5w4qNE4FWounEAGUP6gGFMuxoGJoCTI5RhtrX+OhpmzZb0y2uj67Tr/rs1Xt8cuITUp2+6lMtxFtPrtRCCCGEEEII8Qo9S8vvsLJMas98kT5jy6975pbfF5H6e9upNKX76a9IFheplpZnBR+jMSo1uH4fs7KCObiGSjRuOCTubkEOoRzjpx6lZtt8VXQoF+n4QNaAtdBkUOXgiJgYaExkfqJw9ey5g56lAG0BNoX5McwPwFURSsW59yPtZDYXkmZKmSRUGqyvWQ8LFEWXbZ0SYwTg5OJJrg6vcmbzDJf2LnFh9wK/fOeXUvAhxCsmC35CCCGEEEII8Zp40pbf8ZZn2jTP1PJ7/7y/p2n5vdmfLfydvTXks7NbfHi0SytLWF9qS/LvGag0Zf4//o/M/e3Pqc6epfWzD5n+/g/YzU38aIguCsyBFfx4gg8JduzAZ6jcAQGdR/AOkpQQFNEFNGBSTZ6CjmAj5FaRuVnCb9BV+BRa44gKgFZsrya0eo5T1+HwTuT9Tbhx0rN1KKHKDBNmJSELQGEnECPtJKNUiiuDK2yMN5jaKY1vuLR3iV7VY2zHnJk789Zt8xXidSLvOiGEEEIIIYR4zTwu9bc7adAa8lRT28ChbsFcljyQ+gNonKfxgbk0YS6/L/nXeGobMVrRua8MZFr7b6X+AFwIKMD6yLTxXNmZkBnNuc3R/ry/TJJ/z+HuNt/26dN0P/2U8T/9M9VXX81Sf/1dlNaovCDWNenhI+BK/GAPpRpIHASHt4roA9pA20TmAkxVpIlg6ojyikkBIQVipElnDb/d3Uhr4DHN7P76NhwYRRYaxfENxdU1+PrEbOGgo7JZrLAZorRm1Chq00dpg0nbdLIOPnpijFzqX+L87nn+eOePfHbtM06vnebYwjFJ/QnxEsmCnxBCCCGEEEK8xh5O/d3sTykbz583BvSnDcPSkpmEiKO0/t68v2njyRJNniUstr6ZqXa35Xe+SL817+/h1B88Ovn3JPP+js8rafl9Sg+n/uzGBqEsKb/8Cr/Xxw+H0KTQgK8qSBVhPCTYCvRsPU4bj1IpncQQKk/jHWho5wkxRpoYqFEUFaQOOiriNFQZZB4UigM9OLjtWb0ROX5BcWUd9FLJziGLNZGhq6kTjbeeo0mbggSUIaTz7DV7ACQq4fzueW4Mb3BteI1TS6c4c1tSf0K8LPIOE0IIIYQQQog3wP2pPwDrwwPJv1FlH5j3d6hb3Gv5VWqW7qusZ9IE0kR9a95fZf23Un/w6OTfk8z7W8jg/UMd/uGvOpL6e0p3U3+cPg3AorX3kn/29m3855/jyxJl5tEH1iHvEycTdB5QxkNwoBK8DRBApzCvPB0PU6UoK0g8uAjTriaaSCAyjbBQAgq8ihzahqW9yLEe7K06Jlcdt9cUX78HHjhAQuEd2B6hHjAiMtWKWo/pFsssF8uM7Zja19wa35JyDyFeIlnwE0IIIYQQQog30LO2/M5lCY1T39vyC9+d/HuSeX914+hPLXU0/OPHR0ll0e+ZPZz8050O1bmz+F6PdP0YOn+X+vIVwngMnQSaCaEqCU0NGpQJqCRFJYaOD5ja4gLYOUWTgooRIuQ1GAvaw6SY3YoGMgcLg8hyX9HdjqxehutrnqW0YbSYsLUa2DYl00RjIyxExaqtQRlcUqBQrLRWyHXOn7b/xJXhFb7a+YoPVz/kSOeIbPUV4gcgC35CCCGEEEII8QZ72pbfGDyjylI2j2/5he9O/j1u3p9WsNTOGBH4/bUB1/o15zaH/E8/PSzlHs/pbvKv9dFHDH79G8ovv6C5coVYGYiRUFV40yG6nGg9uqOJ5RTdiqAipG18WUGwGA1FKyEQsRGyKlI0isRDWUDdUSjAx0hgVvqR2MjRXTho4C/uQNVxlG3P+hycO6zYOBFoJZpODFD2oB7Q1obSjLhiS7JikcY3XNi9wNZki83pJqutVdnqK8QPQN5JQgghhBBCCPEj8SQtv93cMGkc08Y9tuUXHp38+755fzujmkntKcysOOT85mh/y7HjX79uSbnHC6DSlO6nvyJZXKRaWp4VfIzGqNTg+n3Mygrm4Boq0bjhkLi7BTmEcoyfepSazfvrxsC8i0xDxNegLDQZNDloFGkMWBOZnyhcPXvuoCGzYAuwKcyPYX4AropQKs69H2knbvbDzRSlEkZ+Sm0nqOkdjGmRJRlaaUIM3Brf4oudL6TgQ4gXTBb8hBBCCCGEEOJH5nGpvzt7E7RS39vy+13Jv+9K/cUYGZaWSeOpXGAhn7UDBwIRuHRnzI3dKWdvDfns7BYfHu3SyhLWl9qS/HsGD2/zbf3sQ6a//wN2cxM/GqKLAnNgBT+e4EOCHTvwGSp3QEDnEbxDJyltr7A2EACValop2Di75VaRuVnCb9BV+BRa44gKgFZsrya0eo5T1+HwTuT9Tbhx0rN1KMFmhiGBGvDRctRHCpUxIaEynn7VJ0syGt9IwYcQL5i8a4QQQgghhBDiR+zh1N/FWz1K67nUax7b8ut8fGTy77vm/e1NZ4t9d5N/BzqzhcMkSaisJ8RZc/CVnQmZ0ZzbHHG4W7A8l/GvX+9I8u8Z3d3m2z59mu6nn94r93A7O/j+LkprVF4Q65r08BFwJX6wh1INJA6Cw1tF9AFtoG0icwGmKtJEMHVEecWkgJACMdKkYBx0dyOtgcc0s/vr23BgFFloFMc31Kzg48R+wYfKKXQOzRClNaNGUZs+ShtM2n6g4OPG8Iak/oR4TrLgJ4QQQgghhBBvgbupv79cmX0NbM11Htvye3A+I1E8kPz7rtTf3W2+ZTNbHLw/+aeBYWmpXEAzK/iobSDESDtL2OiX/PvNPX5/dZf//uUmf/uTZd5ZmZPU3zN4OPVnNzYIZUn55Vf4vT5+OIQmhQZ8VUGqCOMhwVagZ9t8tfEoldJJDKHyNN6BhnaeEGOkiYEaRVFB6qCjIk5DlUHmQaE40IOD256DNzxrF+DSOqRLFTuHHNZEhq6mTjTeeo4mbQoSUAarM8bNmBADPnhJ/QnxHOQdIoQQQgghhBBvoSeZ97fayRlveaZN89h5f5N6lg6E2Ry/ucwQw+z+oJw19/oQObZf8HFnVBFC5PagwodI7QJnb4+43ptyeXvM+4cXJPX3HO6m/jh9GoBFa+8l/+zt2/jPP8eXJcrMow+sQ94nTiboPKCMh+BAJXgbIIBOYV55Oh6mSlFWkHhwEaZdTTSRQGQaYaEEFHgVObQNi3uw3oPBqmNy1c1Sf+/tp/5IKLwD2yPUAyyRsVaMdcpCsfRA6u/W+BbXR9fpV3326j0+OfEJqU5f6XkW4nUmC35CCCGEEEII8RZ73Ly/3UmD1nzvvL9xPUv3tbLZ3L5EK1yAECPDyuJDZHX+m4KP1v6i36C0wCz1tzKXMapmi4PXelNJ/b1ADyf/dKdDde4svtcjXT+Gzt+lvnyFMB5DJ4FmQqhKQlODBmUCKklRiaHjA6a2uAB2TtGkoGKECHkNxoL2MClgXEDRQO5gYRBZ7iu625HVy3B9zbOUNowWE7ZWA9umpEo0NsJ8hFVbgzK4pEChWGmtkOucP23/iSvDK3y18xUfrn7Ikc4R2eorxCPIlVIIIYQQQgghBPDt1N/N/pSy8fx5Y/DYeX/3b/NdbH2TuupPLdZH0kSx1M7u/f209lQ2YH3k+H7qD8D6wLiyhBjxIT429See3t3kX+ujjxj8+jeUX35Bc+UKsTIQI6Gq8KZDdDnRenRHE8spuhVBRUjb+LKCYDEailZCIGIjZFWkaBSJh7KAuqOIgIkRmJV+JDZydBcOGviLO1B1HGXbsz4H5w4rNk8EskSTxwD1ALylnWSUSnFlcOVewceF3QtsTbbYnG6y2lqVrb5CPIK8E4QQQgghhBBCPOD+1B/MFuIeN+9vuZ0xbRwLLYNSs7l+tQsMKkeiFQut9Fvz/u6We9xd7IsxYp1nVHtGlaPbTh9I/d3szxb+7rb8vreS00o1J484Sf49JZWmdD/9FcniItXS8qzgYzRGpQbX72NWVjAH11CJxg2HxN0tyCGUY/zUo9Rs3l83BuZdZBoivgZlocmgyUGjUDHQGOhMwNWz5w4aMgu2AJvC/BjmBxAqUCX86aeRLDWAhnoPpc2s4CMbokyB0SlZkqGVJsTArfEtKfgQ4hHkiiiEEEIIIYQQ4rG+b95fohSo2bw+pRTTxtFYT8sk2BDpFt+k/ia1o7Ieo9UD5R57U0tpA40LLMznHJwvAHAhoADrH2z5/XIj4dB8zld3Kpn39wwe3ubb+tmHTH//B+zmJn40RBcF5sAKfjzBhwQ7duAzVO6AgM4jeIdOUtpeYW0gACrVtFKwcXZL7azcIw0w6CpsCq1xRAVAK7ZXE+Z6npPXAwd34L07cPPklJ1Dyazgw9fUaHw95GiAosiZ5ItUvqZf9e+l/qTgQ4gHyateCCGEEEIIIcQT+a55f7f3Sv6/633KxmO0ZaGVkrcNjQtMmtlC0F3j2uFCpJMb5rLZV9K7qb/aBXKjye5btHvUvL/aBkKe0Eq1tPw+p7vbfNunT9P99NN75R5uZwff30VpjcoLYl2THj4CrsQP9lCqgcRBcHiriD6gDbRNZC7AVEWaCDSzgo9RASbVJNHjUjAOlnehO/DQRBIH69uwMobl0jO6Frh9KOHrd9Ws4CNEimYCrkIpzUgF6nIXpQ0mbUvBhxAPkaufEEIIIYQQQoin9nDqr5OnfHV7wM644ehii6MLKdvjhiu7FePK0ckNlfUPzPu7u813Us+2+IYYydOEPP1mwe9R8/7utvxujhqUTqTl9wV5OPVnNzYIZUn55Vf4vT5+OIQmhQZ8VUGqCOMhwVagZ9t8tfEoldJJDKHyNM7hNCS5ZkpARVBAUYF3kajAaqgySD0kMXKgpzi4Awc3PGsX4dI6pEuKnTWHTUqGWlNr8CrhaNKmIJGCDyEeIgt+QgghhBBCCCGe2d3U38fHF/lv/7bBnzcGXN4ec2nb0m0ZFIpp49nYK1FAJzfUztPOk3uPUbtAZQNaKdL9xUD47nl/rTRhe1gxrBxaa2n5fcHupv44fRqARWvvJf/s7dv4zz/HlyXKzKMPrEPeJ04m6DygjIfgQCV4GyBAmkJbz/5sgaQG42c9IIMuuFThY6SMsFDOtod7FTm0DYt7sN6DwapjchVurym+fi/g0RxQGYV3YHtQD2hrQ2lGXLElWbEoBR/irSavbiGEEEIIIYQQzy1NNP/48VGW2hnLcxkbvRF7U4vWkKea2gYOdQvmsoRhZZnUnvn92X6N8zQ+MJcmzOUPJv8eNe9vWnsqF7Ah8s5K8Uwtv5L6e3IPJ/90p0N17iy+1yNdP4bO36W+fIUwHkMngWZCqEpCU8+SfybQ1Snz2jD1nlg5QoByDnyqMDGiIuQ1GAvaw6SAcQFFA7mDhUFkua/obkdWv4brhzxLWc2oq9haDdhkilIJIz+lthPU9A7GtKTgQ7y1ZMFPCCGEEEIIIcQLcf823zMXb3NrUEGS8eeNAf1pw7C0ZCYh4iitZ3dS48KsjCNLNHmWsNj6Ztba4+b9WR9YKLJnbvn98GiXVpawvtSW5N8Tupv8a330EYNf/4byyy9orlwhVgZiJFQV3nSILidaj+5oYjlFtyKoiE7btMoKGxxoWGgZDBEbPbGKFI0i8VAWUHcUETAxApAESGzk6C4cNPAX21B1Gsq24vgcbK1pfncizAo+ouWojxQqY0JCZbwUfIi3jryShRBCCCGEEEK8UHO54W+Od/kbuiwsLGB9uFfwsT2qGVWWNNHsTiwrcxmHugWT2qEApWbpvsfN+7ub+pu7b1vw07b8ntsccbhbsDyX3Uv+/fWRArP/POK7qTSl++mvSBYXqZaWZwUfozEqNbh+H7Oygjm4hko0bjgk7m5BDqEc46cepWbz/roxMO8i0xDwtUJZaDJoctAoVAw0BjoTcPXsuYOGzIItwKYwP4algaKoYFjDP/80spjmFDqHZojSmlGjqE1fCj7EW0UW/IQQQgghhBBC/KAeLvj4q2OL/L9XetweVAxLS7eVoZSiN67vpf6cj4+c93c39dfOEtr76b5navmNs8fYHFRc603YnTTc3s35h5+uvtyT84Z6eJtv62cfMv39H7Cbm/jREF0UmAMr+PEEHxLs2IHPULkDAjqP4B06SWk7sDYSAJVqWinYOLulFlIHaYBBV2FTaI0jKkRQiu3VhOVeYP16oL0TOXpHsXWqYueQw5rI0NXUicZb/8iCj8V8kcpXnNk8w6W9S1zYvcAv3/mlbPMVbzxZ8BNCCCGEEEII8VLcLfj4+U+W+cePjz6Q+isb90Dq7+B8RqJ4YN7fA6m/NHmult8YIwrF/3BonsvbY373dY+zGwnnt8b8l79+R7b5PqG723zbp0/T/fTTe+UebmcH399FaY3KC2Jdkx4+Aq7ED/ZQqoHEQXB4q4g+og20DcyFyFRFmgg0kHgYFWBSTRIDLgXjFMu70B16TAPKRda3YWkcWasso6tuv+ADPHCA5IGCj0IZeskuZblLa7/g49LeJXpVj7Edc2ZOtvmKN5u8aoUQQgghhBBCvHTfl/orUs1qJ2e85Zk2zbdaflvZN4t6T9vy284M08ZzaXvEjf6UaeNonOfSdkVv0tBEzb9+3ZKCj6f0cOrPbmwQypLyy6/we338cAhNCg34qoJUEcZDgitBB7QJ6AyUNnR0Qqg8jXM4DUmumRJR+7eiUngHUUWcnm0F1gESYKUHi0NmBR+X4fqaZyltGC0mbK0G6mTKKEmYBqhdSbATOtk8PimIMXJ5cJmbo5uc3z3Pb2/8lg+WP6CVtjjSOcLR9ChtI8k/8fqTBT8hhBBCCCGEEK/M41J/u5PmO1t+R6Wlk88e42lbfjUwLC2VC2hm23w7RYp1gRgjFzZHnL095PdXd/nvX27ytz9Z5p2VOUn9PaG7qT9OnwZg0dp7yT97+zb+88/xZYky8+gD65D3iaM9dOpR2oMpIG3hx0MIjjSFdqohBmyMJLXCeFARBl2I6azgoyaSWVA8VPBxB6qOo2x7js/B5UOKqycCVmsWgFXXACUkGZWJxBgpXcm10TUynXGxf5G1uTWW8iXm9TynFk/xnzr/SZJ/4rUmr04hhBBCCCGEEK+Fh1N/N/tTysZ/Z8vv3tQSlHuqll+AQTlr7vUhcmx/my+A87PHVJXDJIqzt0dc783afd8/vHCv3ENSf0/n4eSf7nSozp3F93qk68fQ+bvUly8TeptQAHZKmIwJtQcN2kS6wTEPTKMiVhAClHPgU4XZL/gIQF7PtgBH9eiCj8WBIlRQVfBvP4100hTQUO+htJkVfGRDlCkwylD7Gh89bdNma7rF5foye/UeTdJIwYd4rcmCnxBCCCGEEEKI18r9qT/gu1t+S8tqp3iqll8fIsPK4kNkdf6bbb4xRkaVZdp4Gh9ZbKeszGWMqtni4M3+bOHv7K0hn53d4sOjXVpZwvpSW5J/T+hu8q/10UcMfv0byi+/oLlyhVgZiBCimc3zq1Ois+hME5VCZ0CMaJPRmoINFjQstAyGiI0RG6FVg/GQRBg+UPAB6FnBx3zP8+71yMoOnLwDN09O2TmUzAo+fE2NxtdDjgYoii7bOiXGCPz/7N3Zj5xXnub37znvEmtm5MLkllxKUkttqVql4oiuao8HmJqunimgq2Trwj2wfdOwAftmfDGYu7HdNgzPhX1hwxf23NmYP8Aw2qgeoNrQ2L1Ul7pUVdop7qS4JDOTmRl7vNvZfBGZZCabFEVR3MTfByASGaGMOBHxJgn98JzzwMtzL3N+6zzvb77P1eyqFHyIp5r8jSSEEEIIIYQQ4ql2t/P+fn5unbVhQWbCA7X89iYVxgWSSDHfTG/d3s+mwz7jPHPNlP0zdQCs9yjAuEBWOS5vTkhjzZm1EYc6dRZaqST/HpBKEjpv/YRobo5ifmFa8DEao5IEO8mJF/YTN2KUL7GTjDAeQS3CVxWucCgFOoVO8MzY2wUfugA89Fs7BR9uu+CDacHHwEEViCwc3YB9Y1jIHaMrntWDERdfUtOCDx+oVxOwBU2lyOMhl4s+K0mbUQiUrpSCD/HUkytRCCGEEEIIIcQzYXfy7/demuGvL/W41DMP1PLbyysirZhtJHtSf5PKkhtPM4n2nPfX2G71HeQGmJ73V5ppI3AzjVjp5Xx8vS/n/T2gO7f5Nr7zOtmvfo1ZW8ONhui5BeJ9i7jzF3BZwOQWHKiaBTy6FsBZdJTQjmLcxGK8w2jQDU2BR4XpeX71ApwNBAVGQ5FC4iAKgX1biv2bsH/FceA8XDgCybxi84DFRDkKzchllNUYpbpEKmYmbcN2wceF3gXOds/y/s33eefKO5w8cJKjs0cl9SeeOPnbRwghhBBCCCHEMyeJND94eZEf1poP1PLbTCJK5enUb5+9NimnZwIC1BO957y/rHQUxmNc4Nj2eX83RwXeB1YHBc4HSuvlvL+vaGebb/PkSTpvvXWr3MNubuJ6XZTWqFqdUJYkhw6DzXGDPkpVEFnwFm8VrgCloJ5CJwQSHzBAtL3Nd6fgo0oUPgTKEGjnChQ4FTi4AXN9OLIFgyXL5HNYP6B490U/3eZLYDlAzRuCySGu0Q8ZAJGKONs9y7XhNa4Mr/DK/Cu8tyqpP/FkyVUnhBBCCCGEEOKZ9aAtv0opRnmF3/UY49KSV45GEtFMo7+V/DPO02ncPu/vbqm/3ef9XdnKJPX3FdyZ+jMrK/g8Jz/1Ga7fww2HUCVQgSsKSBR+PCRYg0o0BIdOPB0SZnRM5hyhsHsKPqIQUAHSUpEY0A4mdRjXoV5BzcLsILDQU+zbgKWLgYuHHI00xi+mrC4ajBswshGZUpRmTKe+wEJ9gbEZU7qSG+MbXB5c5mz3LH9+7c95beE1GkmDw+3DkvwTj438TSOEEEIIIYQQ4hvhy7T8VtaDUvSzCoCssrfKPZpJRGfXdt5JaSmMI9Zqzzbfu6X+YFouMi4MPgScD5L6+4p2Un+cPAnAnDG3kn9mdRX34Ye4PEfFM+h9R9CRJxRjXL+H0haURydNGnmB8XZPwUcVHL6AtJoO+/I6lG1FAOLtco7IQ2ICnW5gPoblDahmSoqm4WgLLu0PfP6Sw8QRsy5iyZSgYmw0PffReENuc66MrpDqlPO98xxoHWC+Ni/JP/HYyNUlhBBCCCGEEOIb5Ytaflf7Ob+52iOvHLE2zDYSNIqssszUo1stvzBN/lk/Lf/Y2eZ7r9RfCAFjHaPSMSosHWn5/drcmfzT7TbFmdO4rS2SI0epHT+O3dygOHcOv7WGroHPx7jsLgUf3lOWisQoihR8TdFGY4LDxtCeQCjBMz3vLzEQ1yGLAzNDR6cLIVeUpeKD1wLtyEK+BeWAuorZ1DCM6xDXiFVM6UpccDTjJuvZOldHV+kVPfplnx+/+GMSndz39QvxVcjfKEIIIYQQQgghvtHuTP61awmfrQ7YHFcszzWox5qLmxOGWUW7Nv2Zwrhbyb9WGt/a5nuv1F8/M+TGU1nP7ExNWn4fgZ3kX+ONNxj89E/JT31Kdfky5YULRHMdUBrvI8zYgkvvWvDRtBCbgAN0oigSUMETB0jNtNHXe+h3wCbQHkPsAQUb+yNmtjwvXQ0sbgZevgnXX4bNAxoTZeRRRKHBuJIjfpZ6vcOGTgjbycGX517m8+HnvLf2Hhf6FzjXPccPj/9QtvmKR0IGfkIIIYQQQgghngs7yb8Tx+b4kw9W+GRlwKWNMYXR+AC5cfQzg1cW66bJvtI6mrXo1mN8UeqvtJ5arEl3De2k5ffrp5KEzls/IZqbo5hfeKCCD2cUuEAcQxor2nhMABugWU0LPoZ1IFEkgE0CqYGFLnSGHqpAZOHoBuwbw0LuGHU8qwc0V17yGK2ZBerVBGxBUynyeMjlos9K0ibTmspVXOhfYKvYYmzGvNeSbb7i6ydXkhBCCCGEEEKI50oSad4+scx8M2WhlbIxKhkVhiTSdHPDUrvO/pmUSMGwMExKx0w9+cLUn3HTIV4tiagltwd+0vL7aHzVgg9vc9AeHXtmUmgTk2mFLRyR9XgNqqbQTLdpB6C23fQbVMBoKFJIHEQhsG9LsX8TDq54Dp6Hs8ccLGhGSwET5Sg0I5dRVmOU6hJHCe10BhfVCSFwoXeBs92zvH/zfd658g4nD5zk6OxRSf2JhyYDPyGEEEIIIYQQz507t/l+9+gcPz+3ztqwIDOBeqJZatcYrzuyqmKln6Pgrqm/0noK49FKkWwPA+Grt/xe72Vc2ZrQnVT0soaMVmEAACAASURBVIq3TyyTyNDvrh604INajzDqoxOH0g4V12knDcx4iPMlKgGSiDh4quDRpSJ2oAMMOooyCfgAZQi0cwUKvArs34CZPhzuwmDJkLVg/YDi3Rc9JRpHYDlA3VZAjo8S+iEDIFIRZ7tnuTa8xpXhFV6Zf0XKPcRDk6tGCCGEEEIIIcRza3fBx++9NMNfX+pxqWfYGJV0JxVaQy3RlMZzsFOnlUZ7Un8AlXVUztNKIlq1+5/3d6+WX+s9WsF8M6UwjncvbnF+fcSZtSE/+vYh2eb7Jdyv4EPXXqK8dAm/tQZ1wGT4yRhfOtCg40DHW2aALChsAXjot6Zn/rUCFCFQKxXp9hbgrA6jOtQrSC10BoGFvqJeKIZl4OffDswlCfWkBSbHl31GWpMpRWnGdOoLLNQXGJsxpSu5Mb4h5R7iocnfFEIIIYQQQgghBNPU3w9eXuSHtSanbgy53svIK8cnKwN6WcUwN6RxRMCSG0d3UmL9tIwjjTS1NGKucXsw8yAtvzBN/m2OSialo1WLqKzj7Npoe8ux5RcXG7LN90u6V8FHKGII4EOMM4pQJgRr0KkmKIVOgRDQcUoj8xjvMBp0Q1MBPgQaRSCtFMpD1oB+WwGBKIAmkLUUJtEcXPHUtwLH1hTZoZzRXMX6/sBGEsi8mZ735yKWTAkqxkZ1FIrFxiI1XeOjjY+4PLzMZ5uf8frS6xxuH5atvuJLk4GfEEIIIYQQQgixy+7UH4Bxnr84u8GnNwZ7z/ubGBZbKQc7dSalRQFKTdN9D9ryG0JgmBsmlaOwnkBCu55gPQTgws0x17oZp28Meef0Oq8vd2ikEUfmm5L8+wJ3LfgYjVFJgp3kxAv7iRsxypfYSUYYj6AW4asKlweUgnoKHRSJdxgfSCpFaqFIoKpBCqgALoHYKha6YGIPNnB0A5aGgf7AkrUdR1pw5pBm5UVFI0DbWci3oBzQ1DF5POKyyUnrc1Su4lz3HOuTddayNZYaS7LVV3xpcnUIIYQQQgghhBBf4G7n/f3y8harg4Jhbug0UpRSbI3LW6m/B2n5Behn02HfTvJv/0z91n2FcfgwTRJe3pyQxpozayMOdeostFIp+LiPO7f5Nr7zOtmvfo1ZW8ONhui5BeJ9i7jzF3BZwOQW3LS8g7JEJ56OV8zomKyyeDMd8JGASSBCkYSAJVAvFNZCTQWcBhsBGqIAsyNYWoN9K47fPqe4fiTg5wKbBzQmylAqmhZ8mAkqu0kcN0ijFK00PnhujG/w6eanUvAhvhQZ+AkhhBBCCCGEEF/C7uTf2yeW96T+8sruSf09SMvvzjbfvJoOB3cn/zQwzA2F9WimBR+lmTYCN9OIlV7Ox9f7/OrzLj87tcb3X1jg+GJLUn93sbPNt3nyJJ233rpV7mE3N3G9LkprVK1OKEuSQ4fB5rjuOgoDyqLjOqmr8LZCJRDSiKDBhIABGqUicdNh4LCjcAlEZSA10MjBxaBtYHkDlvqB45vQW3JMrnjWD+jbBR/BsOwCdZUyIaKIHb2iRxqlVK6Sgg/xpciVIIQQQgghhBBCPKD7pf4epOV3Uk7PBITpOX67k3+DfNrc63zg6HbBx81RgfeB1UGB84HSek6vjri6lXFpY8yrh2Yl9Xcfd6b+zMoKPs/JT32G6/dwwyFUCbQDbtgFFfDDjFD67XIPmEk8bQuZClQBkgKCh6IFPgFCIAC1clruEVTA6GnBR6uCmg10+oqD67C8EjhwPnD6mMMuJBSHGxg/RGnNqFKUcQ+lY+KkKQUf4kuRgZ8QQgghhBBCCPEVfVHq78u2/I7Labqvke5t+XU+MCwMzgeWZm4XfDS2h36D3ADT1N9iK2VUTIeDV7YySf19STupP06eBGDOmFvJP7O6ivvwQ5zTKKfRM7OEKCfkJTr1KO9QUUI7inETj/EGNLQbMTp4quDRpSJ2oAMMOooymRZ/1H2gVim0AuUC+zYCrT4c6MJof0n2uWF9P7z7QkWZRDjjWI6a1In2FHzM1eYoXMF7a+9xoX+Bc91z/PD4D2Wbr5CBnxBCCCGEEEII8XW4M/X3ZVt+d2/z3d3y25tUGBdIIsV8M711e1Y6CuMxLnBsO/UH03KRcWHwIeB8kNTfV3Bn8k+32xRnTuO2tkiOH0dXA+zVa9NyjzSAt3ircGVAadBpoOMtM0AWFLYAPPRboBNFKwSKANopGhXUKsjrMKxDvYKaBd33LHQ99YliWMDPvx2YiyPqzoKZFnzUVcxW1CXPuzS2Cz4u9C+wVWwxNmPea8k23+edfOpCCCGEEEIIIcTX6EFbfheaKVllmW3Ee1p+e3lFpBWzjeRvnfe3U+6xM+wLIWCsY1Q6RoWl00z2pP6u96aDP2n5/XJ2kn+NN95g8NM/JT/1KdXly/iQEurzhAIcimAygjWoWEFQ6BoQAjpOaWQe4x1Gg25oKsATaBSB2Cq0g6wG/bYCAlGACBi0wCSagzcC9W7g2JonO1QxmotYX/KUUcYoisg8lDbHmwntdAYX1QkhcGlwieuj65ztnuXPr/05ry28RiNpcLh9WJJ/zxH5jRZCCCGEEEIIIR6h+533FykFanpen1KKrLJYF2gmEaXydOq3U3+T0lIYR6zVnnKPfmbIjaeyntmZ2y2/1nsUYJy0/H4VKknovPUTork5ivkFshs38JMxJAl2khMv7CduxIRijBtnKGUhCfiqwuUBpaCeQgdF4h3GB5JKkVow0bTIIwUCCptMCz4WumDiADZwdAOWhoH+wJK1HcdacOmg4vMXPUZrZoElWwE5RClFHAghkNucK6MrpDrlfO88B1oHmK/NS8HHc0Q+XSGEEEIIIYQQ4jG413l/q/2c31ztkVeOWBtmGwnNNKa0nlFe4Xc9xri0WB9o1+Jb5R47qb/SemqxJt01tLvbeX+7W37XBgVXtiZ0JxW9rOLtE8skMvTbY/c2X379a+y3v0349FPM2hpuNETPLUB0EHd9BTseo40lVKBqCsoSnXg6XjGjY3LjcC5AABtvN/eiUMHjmRZ8RA5qKuA02AjQEAWYHcHBNdi34jl+TnHpmMMtJIwORhjXR+l4WvCRDlFxnVjFlK7EBUczbrKerUvBx3NEBn5CCCGEEEIIIcRjdmfqr11L+Gx1wOa4YnmuwQv72myMCs6ue8aFpV2LKYzbc97fzjbfSTnd4utDoJZE1JLbA7u7nfd3c1QQQkCh+O2DM1zaGPPuxS3Or484szbkR98+JNt870K3WtROnKB24gQz//gPb5V72M1N7MYGOEeoKtTiIvHhGcK4j+uuozCgLDquUyst1hYAqEhjEzBh+qex3eYbBRh2FCaBqJym/hr5dDiobODwBsz3A0e70F8qyC5XrO8PvPuinRZ8lEOWPdTrHTZ0QggBgJfnXubz4edS8PGckN9eIYQQQgghhBDiCdlJ/Z04NseffLDCJysDLm2MObc+Yr6ZoFBklWOln6OAdi2mtI5mLbr1GKX1FMajlSLZHgbCvc/7a6YxWeW4sDHiWi8jqyyVdZxdG22fMWj5xcWGbPP9AneWe5iVFfKPP6G8dAk3HFB76WVCVVKcO4ffWkPXAZMRjAUPKoZmHGh5yFSgCqB3FXzEiSYKDgvUS0gdoAKlhkEdWhWkFjqDwELfUc80w1JNCz50oF5NwBY0lSKPh1wu+qwkbTKtpeDjOSGfpBBCCCGEEEII8YQlkebtE8vMN1MWWikbo5LupEJrqCWa0ngOduq00ohhYZiUjpnts/0q66icp5VEtGp7k393O+9PA8PcUFiPZrrNt11PsB4CcG5txOnVIb/6vMvPTq3x/RcWOL7YktTfXeyUe3DyJLN/8Ad7Cj5UHEMAH2KcUYQywVuHihQ6CujYoVRCO4pxE7un4KPAo7ZTf5EDFaDbgSKZfka1ABGBvKFIrObItUBzK7B8U7H+imfzgMVEOQrNyGWU1RilusRRsqfg40LvAme7Z3n/5vu8c+UdTh44ydHZo5L6+waQ39T7UEr9Y+CPgL8DNIGPgP8yhPDzJ7owIYQQQgghhBDfKHdu873ey8grxycrA3pZxTA3pHFEwJIbR3dSYv20jCONNLU0Yq5x+0y2u533B9NykNJ6nA8c3d7mC9Om396kIoTpEPD06oirW9N231cPzUq5x33cWfBhNzdxozFqV8FH0q5wkxGYAlUDvMVbhSu4XfARAokP022+BSg/be51iSIGfAjYONDOFImFKgkoGziyAfPjwIHCMJpVrB9QvPuip0TjCCyHQL3KwFZ4FdOPxpDkREmTs5NVrg2vcWV4hVfmX5Fyj28A+dTu758C54F/AoyB/wT4N0qp74UQPnqiKxNCCCGEEEII8Y2zu9wDwDh/q+BjuuXWkESa7sSw2Eo52KkzKS0KUGqa7rvXeX/OB4aFwfnA0kxtz7BvmBsmlaOwnrlmwmIrZVRMh4PXe9PB3+kbQ945vc7ryx0aacSR+aYk/3a5c6tv4zuvk/3q17cKPqLOAej1sVubOBTBZARrUImG4KYFHyTTgo+JIXiPicA3pslMQkAFSEtFYkA7cCFQpaA9RMDiFswNYd8GLF0MXDzkaCQK3wmsL3nKKGMURWQeSpvTMQ0W4gZjbyhdyY3xDSn3+AaQ38j7eyuEsLXzjVLqHeATpgPA//yJrUoIIYQQQgghxHPhzuTfd4/O8cvLW6wOCoa5odNIUUqxNS5vpf6sC3c97683qTAukESK+WZ66/Z+Nh327Zz3t3+mDoD1HgUYN00SXt6ckMaaM2sjDnXqLLRSSf7dxc5W3+bJk3TeemtPwUeR5XtSf3EjJhRjXL+H0nYa6aNGUjqC8tQS0Dohw1MFhy8grabDvrwOZVsRgJJpwYcCEhPodAPzMSxvQNU2FE3FsRZcOqj4/EWP0ZpZYMlWQIzV059dbCxS0zU+2viIy8PLfLb5Ga8vvc7h9mHZ6vsMkYHffewe9m1/75VSnwIvPKElCSGEEEIIIYR4Du1O/r19YnlP6i+v7J7U3/6ZlEix57y/wjh6eUWkFbONZE/qb1JZ8mo6HNx93l9ju9V3kBtgutW3NNNG4GYasdLL+fh6X877+wL3S/3puQWIDuLCdWxvA+0swWSoGPAKnQY6zjETApn3lKUiMYoiBV9TtNGYOwo+vAKjITEQ1yFLYHYEB9dg34rn+DnFpWMOt5AwOhhhXJ+mjsntVS6bgrQ+R+UqznXPsT5ZZy1bY6mxJFt9nyHP9KejlHoT+IfA97b/LAOEENR9fq4B/HPgPwSOAV3gZ8AfhxBW7vOzEfBvA3/2sOsXQgghhBBCCCG+ivul/uqJZqldY7zuyKrqVstvM4koladTv71Fc1JOzwSE6YBv93l/WekojMe4wLHt8/5ujgq8D6wOCpwPlNbLeX9fwhel/uzGBjhPCDGq1SSuBUJZTM8AxIGz6CihaSE2AQfoRFEkoIInDtNh307BR78DNoH2GBIfmBkrdABlA4c3YL4fONqF/lJBdrlifX/g1LcMo9RQjm+gspvEcYM0StFK44PnxvgGn25+KgUfz4hneuAH/DHw7z/IDyil6sD/C/wusAr838C3mJ7N9xOl1O+GEC59wUP8F0yHhP/yqyxYCCGEEEIIIYT4unxR6u9uLb9KKUZ5hd/1GONymu5rpHtbfneSfzvbfHfO+7tb6u/O8/6ubE3oTip6WcXbJ5ZJZOi3x52pP7OyQv7xJ5SXLuGGA2qv/luEwRrFhUv44QCdBvAWZxS4QBxDGivaeEwAu6vgY9gCEkUSAjaG2YnClwCBUsOgDq0KUgudQWCh72hkmqrQXP+dgFMVy95T94GJUhS2pGdy0qRNFawUfDwjnvVP4l3gY+BX238+B2r3+Zn/mumw713gH4UQxgBKqX8G/E/A/wH84G4/qJT6PvA/AP8ihPDJwy9fCCGEEEIIIYT4enyZlt/KelCKflYBkFV2T7nH7pbfSWkpjCPWas8237ul/mB63p9WMN9MKYzj3YtbnF8fcWZtyI++fUi2+d7FTuqPkyeZ/YM/YPDTPyU/9SnV5cuoOIbGAj7ztwo+vM1Be3TsmUmhTUymFXZiiX3AREBDoYEA1AzEFoKHzQ4UyfbtASICeUORWM3Ra4HmVmB+U3H5ZUVxwGOiMQrNyGWU1RilusRRsqfg49rwmqT+nlLP9G9aCOF/3P39ThvRvSilUqYJPYB/sjPs236s/1kp9UfA31dKvRlC+M0dP/stpmnAnwL/3UMvXgghhBBCCCGEeAS+qOV3tZ/zm6s98soRa8NsI0GjyCrLbCPe8//V49Ji/bT8Y2eb771SfzBN/m2OSialo1WLqKzj7Npou1nY8ouLDdnm+wVUktB56ydEc3MU8wvYzc3plt5dBR9RbUIY9dGJQ2mHius0SbHlkKDsdsFHTBamBSxppYgcjOoQEkUM+BCwcaCdKRILJgloG1jegNlx4GBuGc861g8o3n3RU6JxBJYD1LcLPoyGcTXCB4/zjrPds5L6e8o8b+/6vwt0gIshhA/ucv//CXwHeAu4NfBTSs0B/5ppgvCPQgjh0S9VCCGEEEIIIYR4eHcm/9q1hM9WB2yOK5bnGtRjzcXNCePCMrN9tl9h3J7k384233ul/kIIDPNp029hPYGEdj3B+mmi7MLNMde6GadvDHnn9DqvL3dopBFH5puS/NvlvgUfzSYuaeCHXZQK+GFGCCUqiSA4dOrpWMMMkFcKZ8FpqGqQotAhUASolYq0gthBFgKTdJoCjIB9WzA/hH0bsHQxcPGQo5HG+MWU9X2W0vUxWjOuRozjOrP1eRbqC4zNmNKV3Bjf4OroKr2iR7/s8+MXf0yik/u9dPE1e95+o97Y/vr+Pe7fuf07OzdspwL/L6AJ/F4IIX90yxNCCCGEEEIIIR6NneTfiWNz/MkHK3yyMuDSxpjCaHyA3Di6kxLrA9ZNk32lnTb37rhb6g+gn02HfTvJv/0z9Vv3FcbhQyCrHJc3J6Sx5szaiEOdOgutVAo+7uJeBR9mdZX8ww9xTqOcRs/MouNAKCucMtOEZgjoOCW1HusdpJAkmgLwBBpFIK0UykPWgH5bAYEMaBpwQGICnW5gPoblDahmSoqm4VgLLh0IXHnRYuKIGWdYMiWoGBvVUSgWG4vUdI2PNj7i8vAyn21+xutLr3O4fZjlZJlmLFt9H4fnbeB3bPvr9Xvcv3P78V23/Uvg7wP/GfCCUuqF7dvLe6QE91BKnbrHXS957xkOh/d7CPEYTCaTJ72EZ9rz8P49a6/xaVvvk1rP43zeR/lcj+Kxn7ZrRDx95Bp5OM/D+/esvcanbb1Pcj2P67kf9fPIv48P5/demqGmLK04sDmu6E0CkYLNccliM2FxJkErxagwTApDI1aU1jMqDLGGRqwJ3mH9dIvoqKjIKksziWgkCmstAME7BllFXlkUoAnklcXUIhIcVzZGfHBli7+5cJOffniNN4/OcnS+wasH2zTT6ItfxBPwxK6Rk2+SvPYqnD2LTVM4dw7X7RIdO0K8UMNvrOGurePGI1Qa4SuDrwJKQyMK+BCIfcD6QFIpUjs9z2+a/AMfQDNt+k0ceAVGQ2IgqoOJA+2ho9MFnyuqAt57LZBGhpBtQdGnrmImyZAL5YS01iGvcm6Mb3BjdINrg2vsq+9jJprht2Z+ix8c/8E3dqvvw1wj3vv7/0df0jfz3b239vbX7B7373wqM7tu+32m1/3/fsd/e4Vpu68QQgghhBBCCPFMSSLND15e5HvH5zi9Nub1wzm/uTZkbVgwKhz1OGKhlTCpLFnlWB2WKKCVRlRW0UhvJ/Em1bTEA6CeaJq7zvUb5JbSepwPLM/VqcWazXGF94G1UYUPgcp6zt6ccK1XcGUr4+X9Ld670ufVg23+3ksLxPqLz+t/Xuhmk9qJE6Svv072s59RnT6DvfI51UZAd45D1+MmnpA78KDqGlWW6ATmnGMmiskrjzegApBAlUAcIApQK0E7IEC/AyaBmTEk2zOozSXNTDfwW1cDi5vwrZuOyy/DaL/CxBWR0oxDTmUzVL5BHNepRSmRigghsJavcSo7xae9T/ll95d8d993WW4t88rcK5L6ewSet4HfAwshfOshf/7bd7tdKXVKa/3a7Ozswzy8+JrJ5/Fwnof371l7jU/bep/Ueh7n8z7K53oUj/20XSPi6SPXyMN5Ht6/Z+01Pm3rfZLreVzP/aifR/59fDizwMF98wD8R7vKPTZGJd1JRRLHNGqe0ngOduq00ohhYZiUjjiejhTysaGwnmYaM9NIqaXT89qmBR8OH2ChXaNVTwFo1QOb45JxNZ0kxZFiX7vOqDCYoFgdWc7czPh4dcJfXhry/RcWOL7YeqrO+nvS18jsH/7hrW2+dnMT1+sS4pjQaBLKkuTQMjp22H6PMBpCGoi8pWbAWY+KIcSagMeEgA3QKEB7GLdAJ4oUsEkgNbDYg7lRQFUBbeHoBiyMYV/uGHcU6wc0774YqAj4YFgOgboPTJSiUIGRG5FGKTZYLo8vc7O8yY38Bq/Mv8Kp4alvZMHHV7lGtP76trR/c97JL2enlfdeo+PW9tfRY1iLEEIIIYQQQgjx1Liz3ON6LyOvHJ+sDOhlFcPckMYRAbvnvL/d5R5zjdvlDL1JhXGBJFLMN9Nbt2flNBFoXODYQvNW069xnnFh8CHgfOD06oirWxmXNsa8emhWzvrb5c5yD7Oygs9z8lOf4fo93HCIqtVQlcblAYcimAxvc9AeHXtmUmgTk2mFnVi0D5gI8gY00YTgsEy3+aYOUIFSQ5ZC5Kbbs5e2FAc2YXklcOB84PQxh11IKA43MH6I0ppRpSjjHkrH6KjOXDpH7nMp+HjEnreB39Xtr0fucf/O7Vcew1qEEEIIIYQQQoinzk65x/deWACmg7jdyb9RYUgiTXdiWGylLDRTssoy24inpRFMizp6eUWkFbON5FbL7zT1Z2+Ve+wM+0IIGOsYlY5RYek0ExZbKaPCUFrP9V7Gla0J3UlFL6t4+8QyyXM+9IPb5R6cPAnAnDF7k3+jMSpJsJOceGE/UW1CGPXRiUNph4rrNEmx5RCvLCGFlo4o8KgAjXI63FMBup3puX+B6TbgTq6oAK8C+zYCrT4c6MJof0n2uWF9P7z7QkWZRDjjWI6apF4RkpiwXfAxV5ujcAXvrb3Hhf4FznXP8cPjP+TVhVdpJrLN92E8bwO/j7a//p173L9z+8ePYS1CCCGEEEIIIcRT787k33ePzvHLy1usDgqGuSFSChQM8mlLbFZZrAs0k4hSeTr124mtSWkpjCPWinZ9b8tvbjyV9czO3G75td6jFSy169QSzftXelzcGPPJyoDvHp3jyHzzqdrq+6TdmfxrfOd1sl/9GrO2hhsN0c0mLmngh12UCvhhRgglKonQwdFKPDhHosBsb/NVHgYtcIkiDQEfoFlCWkHsIKvDsA71CmoWdN+zuOXZtwZLF+DiIUcj0fi5grV9E0x9SF0nbEVd8rxLoz5H5Sou9C+wVWwxNmPea733jdzm+zg9b+/aXwMD4CWl1HdDCB/ecf9/sP31p493WUIIIYQQQgghxNNtd/Lv7RPLt1J/q/2c31ztkVeOWBtmGwnNNJ62+uYVu3tHx6XF+kC7FtNKpyOJndRfaT21WJPuSu4105isclzYGFGLIyrnObM6Yq1fsNrP2T9bl62+d7GT/GuePEnnrbdupf7M6ir5hx/inEY5jZ6ZRceBUFY4ZdBK0fGBmTglzx3Be0wEvjFtM42AtAiklUJ5yBrQbysgEIXpkMk7SCx0ejAfw/JGoJoxFE3H0WZgfX/FL34rIosVpc3xZkI7ncFFdUIIXBpcYnWyKtt8H9JzNfALIVRKqf8V+K+A/00p9Y9CCBMApdQ/A74D/EUI4TdPcp1CCCGEEEIIIcTT7M7UX7uW8NnqgM1xxfJcgxf2tdkYFZxd94wLS7sWUxi357y/nW2+k3K6xdeHQC2JqCW3h3YaGObTUhDNtOCjFmu0VrgAK72cj6/3+dXnXX52au2pLPh40u5M/el2m+LMadzWFsnx49T21bFrKxRX1/CjIboWQVWR5BAU1BLQRGTeYXwgqRSpnW7vrWqQAgGFjQOzE/AleMBoSAzEdcjiwMzQMdeFKFe8Xnr+8nc0s3FgqcrAVqBjyrhiMelwsH2Ui8NLAMzV5vjB0R88ybfwmfRMX/1KqR8Df7zrpnT79r/Zddt/H0L417u+/xfA7wN/FzivlPor4DjwfWAD+E8f6aKFEEIIIYQQQohviJ3U34ljc/zJByt8sjLg0saYc+sj5psJCkVWOVb6OQpo12JK62jWoluPUVpPYTxaKZLtYeCOQT49w8/5wNHtgo/x9rbg7qSkFkeU1kvBx5ewk/prvPEGg5/+KfmpT6kuX6a8GYgWXoAth594TG7BgaopKEt04ul4xYyOyY3DmYAKQAImgQiFCp7UQGzBe9jsgE2gPYbYAwo29kfMbXm+dS3Q2YIjG54rLztGBxQmytAqwrsCFxQd63ipPsOlwSXm6/N87+D35Ey/B/RMD/yAJaaDujt9/47/5pYQQqGU+gfAPwf+Y+BtoAv8K+CPQwjXH81ShRBCCCGEEEKIb6Yk0rx9Ypn5ZspCK2VjVNKdVGgNtURTGs/BTp1WGjEsDJPSMbN9tl9lHZXztJKIVi3eU/AxLAzOB5Zmbhd83C31d2fBx6WNMadvDHnn9DqvL3dopJGc97dNJQmdt35CNDdHMb8wLffodVFao2p1QlmSHDoMNsd111EYUBYd10mzCmcrVAIhjQgaTAhYPz3TL3KQ10EnigSwSSA1sNCFztCjq0Bk4cgGLIwDS7ll3FGsH9B8+qJHB01kChhco1MtUothM7vJ6e5p3jzwJgCZyfhs6zNWJ6tUriKNUg63D0vRxx2e6as8hPCvmA7qHvTncuC/2f7z2Cil5oC57W8TYwzD4fBxLkHcw2QyYlyRXwAAIABJREFUedJLeKY9D+/fs/Yan7b1Pqn1PM7nfZTP9Sge+2m7RsTTR66Rh/M8vH/P2mt82tb7JNfzuJ77UT+P/Pv4dPrekQa/sz/l9NqYG4OC3LQ4vTahlxlGhUUTcM4zKQ2bw4D1gUlpSbQiiRXtRGGtBWBrUlE5T6IVM6m+dXt3UlIYh3We5bk6tXia4KuMwjtHXhqyynHx5pg0Vpxa6XFwpsZcM+H/a6e8erDN33tpgXh7sPggvlHXyMk3SV57Fc6eRa2uoosCfeYMrj/AjYagNL6xDz/uEsUpfljgCw8adBxox56WhZyAqUDbgNeKMoV6UITgsUC9hNRBUIFKQ5aCdqAJLG0pDmzC8orn6Hm4ftTSWtKE5Q5+ssFCrcXm+ikuzr7KC7UX+Jv1v+Fc/xxbxRb9qo8LjkhFzKVz/FX9r3hl7hV+98DvPtGij4e5Rrz39/+PvqRneuD3DPqnwH+7802v13uCSxFCCCGEEEIIIb5+zTTizWMd3qQDgHGev77U4/TamM1xxai0JJGmmxsWmwn7Z1KyyqEApaZDuNJ6BoUlUtM2353Unw+BcWlxPrCvnd4a9gHU04jNccWwmA4GYz19HB+gkWhWByWnVkd8cG3Avzm7xZtHZzk63+DVg22aacTzSDeb1E6cgBMnAAjWUrz7LubMWez6OtXHH+OdBhcRtROICkJeolOPDo6gY1o6wRqDdWBqkCSKgoACGuU09acCdDvTc/8CEAfo5IoqgNeBpQ2Y6cPhrYA7mGGux4wO1BgcGeK0oigH/Nm1P+NM7wxXx1epR3UWagvEOsZ6y0axwfXJdfpln0E14EdHf/Tct/s+36/+8ftfuJ1I/H/27dv38uzs7BNcjriTfB4P53l4/5611/i0rfdJredxPu+jfK5H8dhP2zUinj5yjTyc5+H9e9Ze49O23ie5nsf13I/6eeTfx2fDv/fmHD8sLaduDLmyNeGXl7dYHRQMc0OnkdLLKrbGJcPSYX3AukBru+l3oVkjjqfji81ROd0+GmsW2/Vbg0CAcmIpXcAGz7Ht8/5ujgqU0mzmHhcUNijObeSsDCqu9UtePTTLR2v5A5/3902+Rjo//jH+Bz+gOH2a4fz8rYKP9PhxtJ9Qfn4FPxxAGlDe4p3GG42KHI1oOtBLQsAEaBSgPAxa4BJFHAIeaJXTLcCxg6wOwzq0KggOGHqiUUY9q1GNHL03DGu9U5j2EivFCq8svkKn1tmz5mWWGZQDLg4ukk5SPh59/MSLPr7KNaL113fepAz8HqMQQh/oAyilzNf5QQohhBBCCCGEEE+znYKP772wwNsnlvmLsxt8emPAxqgkr7ZTfxPDYitl/0xKaT2jvGJnk2NhHL28ItKK2UayZ9jnfGBSTdt+O43b5/01tod+g9wAdz/v78rWhO6kopdVvH1imURKPu5Z8BHiFBoL+MzjUASTEaxB1zShdOjY0yGZFnxMDMF7TAS+MT17EaCVQ1KB9jBuQL+tiIFGCKTApBVRtGq0bpY0rOOVRsb1uQ3W/ISXOi/RiRrQvwrFELwFHUO9Q6d9gJc6L0nRxzYZ+AkhhBBCCCGEEOKxSiLN7792gH/npUVO3Rjy3aNze1J/9UTTSiMmpaE3Kckqi3WBZhJRKk9nu/Bjx2S7uTfW0y3AO7LSURiPceFW6g/Aeo9WMN9MKYzj3YtbnF8fcWZtyI++fUjKPbbdteBjNEYlCXaSEy/sJ27EKF9i+1uELAcFUCMpHUF5aglonZDhqZwjriC1UCbTLcApkKCI4kBkFUmlKJdiekueznoJDVjPDbVGSmd0E8brUI2hyiF4UBrSBvSv0GkfoKZTNvPNPUUfzyO5eoUQQgghhBBCCPFEfFHqb2NU4vz0HL52Lblr6m/HuLRYH2jXYlrpdNRxr9QfTJN/m6OSSelo1SIq6zi7NmJjVDIqLL+42Hjgbb7fVCpJmPm9f0Dr+9+jOH2axndeJ/vVrzFra7jRED23QLxvEXf+PG5yBZM58BkqBrxCp4GOc8yEQFZ6jFHooDAJkCjaaFQIBAXTaWFEGRzdmuWFJGZ2AvXrI/bVEygmRINN2jcD9UmMdgofWYpWznh/F1dl7Ku36EUJN8Y3ZOAnhBBCCCGEEEII8STdmfq73sv48FqfixtjBpnlpaUWlfWcXfeMC0t7O4FXGMe4tMSRppXeLvi4V+ovhMAwN0wqR2E9gYR2PcH66flzF26OudbNOH1jyDun13l9uUMjjTgy3+TYjHp+Cz62t/k2T56k89ZbjP/q5xSffTZN/fW6KB2hZuYIkyHJfBO8naYBceAsOkqomUBswSQQpRqrwQdPEgIJCqsUQww9B/NRjUbT0ywimlsT7AFYPL1FeyullimSSYnygaAVphUzdx3Gizfov7qIw1G56km/ZU+UDPyEEEIIIYQQQgjx1Nid+nvrjcP8yQcrfLIy4NLGmFhrfIDcOLqT8lbBR7sWU1pHs3Z7GHe31B9AP5sO+3aSf/tn6rfuK4zDh0BWOS5vTkhjzZm1EYc6dRZaKbMpvHqwzR98t/1cJ//uTP2ZlRV8npOf+gzX7+H6PRj3wca4bAxxwGcWbzRoTy0Gn3qCBwMYpUgNlHVN1Eg5FDfYR8SyNqwoTVo6Dr+/zsJGjWa3xCWaqh0TIoVygXRQ0dgKpFlMnq+zdRJSf2cO9PkiAz8hhBBCCCGEEEI8lZJI8/aJZeabKQutdHvLrflbBR+RgmFhmJSOmXpyz9TfzjbfvJoOB3cn/zQwzA2F9WimBR+l8fgQaKYRK72cD4YZH1wb8JeXhnz/hQWOL7ae6/P+dlJ/nDwJwJwxt5J/ZnUV9+GHuNyjlEbPBkKcE/KSKPV0nGcmismiCOMUGkXaqDG/sMi+KCLJuphklrqzHNgcUxhHs2+Z7K9hm3vf72o2Ic7sraKPV89NOPxa9iTekqfG83lFCiGEEEIIIYQQ4pnwZQo+lto1xuuOrKpY6ecouGvqb1JacuOA6Tl+u5N/g3za3Ot84Oh2wcfNUYH3gdVBgfNhuqX45oSVQcWljTGvHprlFxc35by/bXcm/3S7TXHmNG5ri+T4cXQ1wF69RhiPIA1ob2naCF9A1K6RzNSpmQxKA81F3CZ05uq0+31qw0DvQIJu3n2UZZu3iz5mVgp+e2Ie86t/usjATwghhBBCCCGEEE+9Lyr46E4qtIZaoimN52CnTiuN9qT+YLrNN68cjTSiVdub/BsWBucDSzO3Cz4a20O/QT4dHmkC842EzHhK67ney7iyNaE7qehlFW+fWCZ5zod+cDv513jjDQY//VPyU59SXb6MDymhPk8owKEIJiNYQ9zQxM1A2tFQa0LaxjGDr1mSMGaOiEECKzXLQoioqb99juLuoo/OGPTlNfi7T+DFPyVk4PcYKaXmgLntbxNjDMPh8EkuSWybTCZPegnPtOfh/XvWXuPTtt4ntZ7H+byP8rkexWM/bdeIePrINfJwnof371l7jU/bep/keh7Xcz/q55F/H8X3jjT4nf0pp9fG3BgU5KbF6bUJvcwwKiyagHOeSWnYHAasD4wKS6yhEWvaicJaC8DWpKJynkQrZlJ96/ZRXpFXjsp6jszVSXQApgPC4B3tRFEYz1+f3+D0Sp+Prmzyw9/ex6sH289tuced1A/+PrqWEjVb2PU1wnBIiGLMOCeaW0Q3YvRMjF6axf7/7d1rjGTnedj5/3vq2lV9myuHHJIiPWbEISmJDBXRgaXYsQ0EcCKFQJwECBa7zi6y+ZDsRkmAILvry8YKsAkCBEJ2EwRwYihGLh+SGEoMI4bg+JbItmzYFE1RFG3OkBRnOEP2zPSluq7n8u6Hqu7pGXFu7Omq6qr/Dxicrtt5n/etM304D59znlKZWFsmzxdIv32B8mOPUWy+ybH3S/QWS6yGEteyHqUQaIQyCYGCSCdm5DGymlSpLSYc70D78gbZBHIu+/k9UtzH+w6a8BuvzwM/ufNgfX19gqFIkiRJknS4Naolnn90hedZASDNC756fp3XLm9zZXtAq58N7/fXTTnWqHBkoUwnLViqlwhhWN3Xzwo2exmlMOzmu1P1V8RIJx0291iuV6mVE4pieDlwvVriajulm7ZYqJQYZDlvrA242h7Q7mf89tt1zp5a5NNnjlIe7W9ehXKZhc98htrzzxNffpn8ybPwzW+Sv/8+RWsLVo7AyZNklQqkKfm7V4mDq5Qfe4zq2ScJ7wXyd97iUTLK5UXqeY9OzOjFnIJIQqAZKjSSMsdLdR5iiyKUKcpLk576RJnwG68vAl8a/fyV48ePP7G8vDzBcHQzv4/9mYf1O2xznLZ4JxXPOMc9yLEOYt/Tdoxo+niM7M88rN9hm+O0xTvJeMY19kGP4/lRN/vc86v8YD/j1Xe3ePtq+4b7/ZVCIOlnbA9yymXoDDKyPNKslulnBUcbNcrlYapkq5syyCKVUsJyo0q5XCbLIALt/oBuWjDII4SE5UaNgpSQJLy9MeDydsb5q31+460WHzu9wkK1xMNHGnPd4IPlZZJGA4Clhf9ht7lHduUK+fo14vY2oVyi+vDDlI8fp/7UUyz+ic+w9eWfI6t/jSRf57uSOo9Ul7mSd2kVKTkFJRKWkgrHSwtUsgFpvkGoN6mfPnvofscmyf27HHxOj7LJiDFuABsAIYT0fn6RkiRJkiRp6Fb3+7u00eV3v71Od5BTTlKWFyo0Rsm+VnfA3gsqt/sZWRFZrJW/o7lHezCs/FtZqHFyqb77Wi/Nh5WBg5w3r7SplhO+dbnFgyt1jjarNvgYubm5R3rxIsVgQFKtUjl9mvrZsyTNJgCVjzxO6YGHyL7dpdK5QqVxnAcrTR68eadpDzpXyNM65UcfovLYd419XtPEhJ8kSZIkSZpZN3f5XaxV+OalTa5sDzi9usDjxxdZa/V4/b2C7V7GYq1ML83Z7meUSwnN6k2X+Q5yuoNh99/F+vW0SsKwKrCXFSRAuRTopwVFjDSqJS6ud/n9Cxv8zlvX+MVXL/PC40f5yLHmXFf97TT34JOfvOV76k89RfvMswwuXB5W9HWuQFKBahOSEhQ5DNpQpMNGH0lC+cxz1M+eHeNMps98HlGSJEmSJGmu7FT9PffoKl9+6SKvXNzk/No2f/BeiyONCoFAZ5BzcaNLABZrZfrZMLG3oz3I6aXDOsCFSuk7Kv/6WUFeRB452qA+6vBbFJFLmz3yItLPCl671OLbVzucX9vm7IPLVv3dQdJsUn/6Y2Tr6/S/8bvUjp6kVEkh7UIsICRQWyRPK/Sv5VQ//knqTz+zWyE4r0z4SZIkSZKkuVEpJbz43GmONKocbVZZa/W51h6QJFCrJPTTglMrdZrVElu9lHY/Z6leAaDdz+imBQvVEs3a9cq/vIhs9VLyInJiqUa9MkwSLoySfpvdFBhW/R1rVmn1hsnBt692rPq7C4uf+TT5xgaEhP65N0i6fUrNFUIpEvNAvpVThBrVj303C08/w+Kf+MykQ544jx5JkiRJkjRXbr7M98J6h+4g55WLm6x3Bmx1U6rlEpGMbppzrd0nKyLtQUGlBM1qmdWFyu7+1tsD0jxSKQWONKq7z3f6w4rANI88Oqr6g2E34e1eShEjeRGt+ruDUKmw8tk/Q2l1ld6Ro9cbfWQ5oVKi/PjRGxp9hLLpLldAkiRJkiTNpb3NPWCYiNtp8LHW6tPqpVRKCdfaKceaVY4slOmkBcsLZUIYVvf10pz17oBSElheqNxQ9dceZLvNPXaSfTFG0iyn1c9p9TJWGpUbqv4urHd4+2qba+0B650BLz53mopJv3tq9CETfpIkSZIkScB3Vv49+8gqX3vzKpc2e8Oqv1IZQsZmNyWEQGeQkeWRRqVEPxSs1K9X/bX7Gb00p5yEG5p7bHRSumnBICtYXrre5TcrCpIAJxbr1CoJv/f2OufWtnnl4ibPPrLKw0caXurL3TX6kAk/SZIkSZKkG+yt/HvxudO7VX9vr23x8oUtuoOMcpKyvFChUS3Tzwpa3QHFnn1s9zOyIrJYK+8299ip+utnBbVyQnVP5V6jWqYzyHljrUWtXGKQF3zrUovLGz0ubXQ5uVz3Ul/dNRN+kiRJkiRJt7C36u+3//ASzVqJc1d6XNkecHp1gcePL7LW6vH6ewXbvYzFWplemrPdzyiXEprV68092v3hJb5FjNQqJWqV60m7BNjqpvSygoRhg49aOSFJAnmEi+tdG3zornlEjFEIYRVYHT2spGnK1tbWJEPSSLvdnnQIh9o8rN9hm+O0xTupeMY57kGOdRD7nrZjRNPHY2R/5mH9Dtscpy3eScYzrrEPehzPj5qEJ4+V+e5PPcCvvtXm1Ust3rra5Zv9lJWFMkWRs91L6Wc5AWhUEgZZQa0MWZYB0B2kdAfD10sBasn11661+/TSnCwvOL1ap1ZOaJdy+lnO2laHWjmh20+5sN7hrbVt3ri8yRMnm/zKYpWzpxb59JmjlEeJxWk1D3/H9jPHoiju/Ka7ZMJvvD4P/OTOg/X19QmGIkmSJEmS7lW5FPjhp0+wslDmSKPCle0BG52UJARqoyTfyaUajWqJVi+lMyhYrA0/O8iGHXsXKgmNamm38q+Ike1+Rl5Eji9WqZWHlX9JgFZveAlwAMpJ4MhChfYgHzX46PHqpRYvvbPJf339Ks8/sswjRxY4e2qRRrU0oRXSNDDhN15fBL40+vkrx48ff2J5eXmC4ehmfh/7Mw/rd9jmOG3xTiqecY57kGMdxL6n7RjR9PEY2Z95WL/DNsdpi3eS8Yxr7IMex/OjJmF5eZnPPb/KD/YzXn13iwvrHbqDnFcubrLeGbDVTamVS7TTSD/vs9XPyYpIL4tUywkLtTLHFuu7nX6vtPpkBVTLCccW67uJwO3tlEEeKWLBI0cbu51+i60enbSAJCePgT9Y63Jxc8A7G33OPrjMy5e7U32vv3n4O/Zh5pgk9++7MuE3RjHGDWADIISQ3s8vUpIkSZIkjdfe5h4AaV7sNvhYa/Vp9VIqpYRr7ZRjzSqnVuq0+xkBdpN9vTRnvTuglASWFyq7yb68iGz1UvIicmKptpvsizGSZjmtfk6rl7HSqHCsWaXVS0dVfx3Or23z2rtb/NJr7/Gx0yssVEt2+Z0zfsuSJEmSJEn3wd4GH6++u8Wzj6zytTevcmmzx1Y3ZWWhSgiBq9t9rrX7ZEUkyyONSol+KFipV3b3td4ekOaRSilwpFHdfX6jk9JNCwZZwfJSjZNLdQCyYnjZb5pHOoOcN6+0qZYTvnW5xYMrdY42q3b5nSMm/CRJkiRJku6jvZV/Lz53+oaqv+4gu6Hq7+RSlX5W0OoO2GnZcLuqv/ZgeE+/Wjmhuidpt1Ap8X6rx2Y3BYb3Guynw47AjWqJy5s93r7a5lp7wHpnwIvPnaZi0m9mmfCTJEmSJEk6IHeq+qtXEprVEu1+ynq7T2eQ3bLqr93PSPNhEq9WKVGrXE/Ydfo5vXTYFOTR0f3+3m/1iDESCHz01BLn17b5zXNX+cP3Wnzr8hZ/6ukHvcx3RvmNSpIkSZIkHbDbVf2ttfrkBfSzgsVa5QOr/mD4ei8tSEKgUkpoVodpnZ3KvzQvWFm4fr+/RrVMZ5DzxlqLd9Y7dAYZgyzn9cut0T0GM37j3IKX+c4gE36SJEmSJEljdHPV34X1Dl9/Z4Nza9tsdjLOnGgyyApef69gu5exOKrAG2Q5g7ygWSnRrJV3L/Vt9zN6aU45CSzWr6d6EmCrm9LLChKGl/ku1itkBUTgDy63eO3SFr/z1jV+8dXLvPD4UT5yrGnV3wzw25MkSZIkSZqAvVV/n/3EQ3z5pYu8cnGT82vblJOEIkI3zXcbfHQGOdVSQq1aYnXh+qW+2/2MrIgs1sq7VX8Am91h5968iDwyuswXhp1+19sDYhwmAV+71OLbV4fdfc8+uGxzjxlgwk+SJEmSJGnCKqWEF587zZFGlaPN6uiS2/SGBh+nVuq0+xkBCGFY3ddLc7b7GeXRJb57G3xs9VLyInJiqXZDsm+rm9Ie5PSygtVGhWPNKq3eMDl4YX2Y+Hvt3S1+6bX3+NjpFRaqJR4+0rDy7xDxW5IkSZIkSZoCd2rwsbJQJYTA1e3+btVflg8r+/pZTqNW2t3XentAmkcqpcCRRnX3+Y3OMNm3c7+/k0t1ALKiIABpPqwkfPNKm2o54VuXWzy4Uudos2rl3yFiwk+SJEmSJGmK3K7BR3eQ3VD1d3KpSinAVi+l3c9ZqlfopTnr3QGlJLC8ULmh6q89yOgOhsnBvff7Wxh19d3spsDwUt9+OuwI3KiWuLje5fcvbHi/v0PCb0SSJEmSJGlK3anqr15JOLFYY/u9nM5gwMWNLgFoVEr0Q8FK/fq9/tr9jG6aA8ME3977/XX6Ob20IM0jj47u9/d+q0dRRC5t9siLSD8rvN/fIWHCT5IkSZIkacrdrurvWntAkkCtktBPC06t1Akh0OoOKPbsY7s/rO5bqN7Y5Xen8m/nMt+d+/19UNXf3vv9vX21Y9XflHL1xyiEsAqsjh5W0jRla2trkiFppN1uTzqEQ20e1u+wzXHa4p1UPOMc9yDHOoh9T9sxounjMbI/87B+h22O0xbvJOMZ19gHPY7nR03CNB0jn3p4gWdOVnnt8jbvbvbopk1eu9xmvZPS6mUM8pwiFqxv98jzCt1BTquXUU5goZywWAlkWQZAa5QILAVY2Pt8d0B3kDPICh5erVMrDyv4+mlgq9MnyzLyInJhvcNba9u8cXmTJ042+ZXFKmdPLfLpM0cpj5KKMF3rd1D2M8eiKO78prtkwm+8Pg/85M6D9fX1CYYiSZIkSZIOs0a1xPOPrvA8KwCkecFXz6/z2uVtLm/1efnCFt20oJRkLNXLJAE6acFSvbTb5ReGl/pmRUGzVqYxqu4rYqSTDpt7LNeru8m+OBpnu5+z3c9Zrpc5slChPcjpZwWXNvu8s95jvZOy2c344adPUPFS37Ez4TdeXwS+NPr5K8ePH39ieXl5guHoZn4f+zMP63fY5jht8U4qnnGOe5BjHcS+p+0Y0fTxGNmfeVi/wzbHaYt3kvGMa+yDHsfzoyZhmo+Rzz2/yg/2M159d4uj37jMNy9tcmV7wKPHmtTLCeeutNnuZZTLw5RQL83ppJFKucRSrUKtOrzn31Y3ZZBFKqWE5UZ19/3r7QH9LJLmkZVGlVOrCwDEVo9yucSp1Sa1SsLL72zwzuaAP7za59lHVnn4SINHl+o0qqWpXr/75cPMMUnuX2LUhN8YxRg3gA2AEEJ6P79ISZIkSZIkuH6/v+ceXeXLL13klYubnF/bppcmFBG6ac61dp+siGR5ZLFWpp8NO/fu2O5nZMXwtZ3mHjv3+utnBbVyQnVP5V6jWqYzyHljrUWtXGKQF3zrUovLGz0ubXQ5uVxnuQpnTy3yw88u2uDjgJnwkyRJkiRJmkGVUsKLz53mSKPK0WaVtVafVi+lUkq41k451qxycqlKKcBWL6Xdz1mqV+ilOdv9jHIpoVm93tyj3R829ihipFYpUatcT9olDKsCe1lBwrDBR62ckCSBPMLF9S4vbXV46Z1Nfv38lg0+DpgrKkmSJEmSNKMqpYQfeuoB/viZY7z67hbPPrLK1968yqXNHlvdlHol4cRije33cjqDARc3ugT4wKq/flbQSwuSEKiMkoE7NrvDzr15EXnkaIN6pcR2P6M3qiaslUsMsoLX329zcXPA+bVtzj64zG+cu8IzD63w/R89YdXffWTCT5IkSZIkacbtXOb7qceP8uJzp/m119f4xrubrLX6XGsPSBKoVRL6acGplTrNaumGqj+AQZYzyAualRLN2vXKv7yIbPVS8iJyYqlGfdT44+aqv4TIkYUKnbSgnxW8fbXD71/Y4HfeusYvvnrZqr/7yNWTJEmSJEmaIzdX/V1Y79Ad5LxycZP1zoCtbkq1XCKS3XC/v84gp1pKqFVLrC5Udve33h6Q5pFKKXCkUd19/uaqv3KIABSdjO1eShEjeRF57VKLb1/tWPV3H5nwkyRJkiRJmkN7q/4A0ry4ofLv5vv9nVqp0+5nBCCEYXVfL81Z7w4oJYHlhcptq/6yLCMCaZbT6ue0ehkrjQrHmlVavWFy8MJ6h7evtrnWHrDeGfDic6epmPS7Zyb8JEmSJEmSdMf7/a0sVAkhcHW7f0OX30alRD8UrNTvruqvmxYMsoLlpRonl+oAZEVBEuDEYp1mrcQb77cBONKo8kNPPTDehZgBJvwkSZIkSZK063b3++sOsu/o8tvPClrdAcXo87eq+ivi8LLgflZQKydU91TuNapluoOcrV7K6SMLfPdJOLe2zdFmlT9+5pj39LtHrpYkSZIkSZI+0N10+W1WS7T7KevtPp1Bdsuqv/YgJ80jRYzUKiVqlesJv1IIFHF4KTDAaqNKrVxirdXn1Xe3di87bvczvnFxk4sbXQZZQbWc8PCRho0+buJKSJIkSZIk6bZuV/W31uqTF9DPChZrlQ+s+gMYZMPuvEkIVEoJzer1tFQeI0lgtxoQ4MRSjWvtARfWOzz36Op3dBbOi0gpCRxtVm30cRMTfpIkSZIkSbprH9Tl9+vvbHBubZvNTsaZE00GWcHr7xVs9zIWR5V3g6wgzSPNaolmrXxDcq8zGL5veU9FYKWUkBeR7iDnyy9d5JWLm5xf26ZWKXFisUallJDmBZc3ezb6uIkJP0mSJEmSJN2zvVV/n/3EQzck5cpJQhGhm+a7DT66aUGlFKhVS6wuXE/s9dJ8eBlwtcyJpdru82leUEoC59fapEXBuffbfPfJRVb3NAEBeGC5zkZnYKOPPUz4SZIkSZIkaV8qpYQXnzvNkUaVo80qa60+rV76HQ0+OoOcUhIIYVjd10tzrrUHHGlWOblUo1q+Xpm31upzfLHKVi/l0mb3A5N9O1YbVRt97DG/M5ckSZIkSdJ9c6doaFRaAAAO4ElEQVQGH4uVMklIWe9mu1V/WR450qzywFKdx441d/e10RnQz3KKCCFArVy6ZbJvx60afcwjE35jFEJYBVZHDytpmrK1tTXJkDTSbrcnHcKhNg/rd9jmOG3xTiqecY57kGMdxL6n7RjR9PEY2Z95WL/DNsdpi3eS8Yxr7IMex/OjJsFj5O49eazMk8dW+IEzS3z1/DqvXd7m8kaH7f6AUoAr232ONSocW6pwvFnh0aNV0nQAwGY35fzVDo8fa1BOCt7b6rNSL9Pv9+847kot8P5Gmz989ypPHht/2ms/x0hRFHd+010y4Tdenwd+cufB+vr6BEORJEmSJEk6WJVSwvc/cYxPfWSVl966wlMPNPnG+z0ub/Vo9XLq5RKNaonNbkaaF1xtp/SzgsePNXj6wSUGWcHFzd5dN+GolBKyGBnk8YBnNt1M+I3XF4EvjX7+yvHjx59YXl6eYDi6md/H/szD+h22OU5bvJOKZ5zjHuRYB7HvaTtGNH08RvZnHtbvsM1x2uKdZDzjGvugx/H8qEnwGLl3y8D3VksA/GhzkV97fY1vvLvJWqvPtfaA7XTYoOPhY4ucWKrxzEMrfP9HT/CfX36XenWbUCpTq9VuPwgQ+pF6NbKy2Dh0v2OT5P51FjbhN0Yxxg1gAyCEkN7PL1KSJEmSJOkwuPlefxfWOwyygmo54eEjDZ5+aHm34cbp1QWONqtc3uzxwHL9jvtea/U5tVLn4SONg57GVDPhJ0mSJEmSpLFr1sp86vGjt22u8czpFX7z/FXevtpmozO4beOOnUYfJ5ZqPP3QfFdhWmImSZIkSZKkqdSslXnmoRW+68Qib7w/TPp9kI3OgDfeb/NdJxZ55qGV3QrBeTXfs5ckSZIkSdJU+76PnmB9lOg7t7ZNrVzixFKNSikhzQvWWn36Wc6Zk4t87PTw3n/zzoSfJEmSJEmSplallPDic6c50qhytFndbfSRF5FSEji1Ur+h0Uf5Ljv6zjITfpIkSZIkSZpq99LoQyb8JEmSJEmSdEjcTaMP2bRDkiRJkiRJmikm/CRJkiRJkqQZYsJPkiRJkiRJmiEm/CRJkiRJkqQZYsJPkiRJkiRJmiEm/CRJkiRJkqQZYsJPkiRJkiRJmiEm/CRJkiRJkqQZYsJPkiRJkiRJmiEm/CRJkiRJkqQZYsJPkiRJkiRJmiEm/CRJkiRJkqQZUp50APMkhLAKrI4eVtI0ZWtra5IhaaTdbk86hENtHtbvsM1x2uKdVDzjHPcgxzqIfU/bMaLp4zGyP/OwfodtjtMW7yTjGdfYBz2O50dNgsfI/szD+u1njkVR3Lc4rPAbr88Db47+PLG+vj7hcCRJkiRJkjRrrPAbry8CXxr9/JXjx48/sby8PMFwdDO/j/2Zh/U7bHOctngnFc84xz3IsQ5i39N2jGj6eIzszzys32Gb47TFO8l4xjX2QY/j+VGT4DGyP/Owfh9mjkly/+ryTPiNUYxxA9gACCGk9/OLlCRJkiRJksBLeiVJkiRJkqSZYsJPkiRJkiRJmiEm/CRJkiRJkqQZYsJPkiRJkiRJmiEm/CRJkiRJkqQZEmKMk45hLoUQtmq12tKZM2cmHYqAoiiA+9sCe57Mw/odtjlOW7yTimec4x7kWAex72k7RjR9PEb2Zx7W77DNcdrinWQ84xr7oMfx/KhJ8BjZn3lYv/3M8dy5c/T7/VaMcXm/cZjwm5AQwmWgAbwz6VgEDKtdjwFXgWLCsRxG87B+h22O0xbvpOIZ57gHOdZB7Hvn/zidu0/70+yZtt8jh808rN9hm+O0xTvJeMY19kGP4/lRkzBtv0sOm3lYv/3M8RGgE2M8td8gTPhJQAjhMeBN4PEY41sTDeYQmof1O2xznLZ4JxXPOMc9yLEOYt8hhFcBYoxP34/9afZM2++Rw2Ye1u+wzXHa4p1kPOMa+6DH8fyoSZi23yWHzTys37TMcXZrKCVJkiRJkqQ5ZMJPkiRJkiRJmiEm/KShDeDvjba6d/OwfodtjtMW76TiGee4BznWtH2fmg8ed/szD+t32OY4bfFOMp5xjX3Q40zbd6r54HG3P/OwflMxR+/hJ0nSHPIeRZIkfSfPj5JmhRV+kiRJkiRJ0gyxwk+SJEmSJEmaIVb4SZIkSZIkSTPEhJ8kSZIkSZI0Q0z4SZIkSZIkSTPEhJ8kSZIkSZI0Q0z4SZIkSZIkSTPEhJ8kSZIkSZI0Q0z4SZIkSZIkSTPEhJ8kSbqtEMInQwg/G0J4I4QQQwh/f9IxSZI0SSGEvxBC+IUQwqUQwmYI4ddDCJ+edFyStMOEnyRJupPvBb4H+O/A5oRjkSRpGnweuAL8NeDPAxeB/xpC+MREo5KkkRBjnHQMkiRpioUQkhhjMfr5LeBfxxh/bLJRSZI0OSGEYzHGq3seJ8ArwFdjjP/r5CKTpCEr/CRJ0m3tJPskSdLQ3mTf6HEBfAN4fDIRSdKNTPhJknSIhRCeDyH83RDCz4UQLozusXfH8v0QwkII4adCCH8QQuiFEN4NIfxMCOH0OOKWJOmgTOLcGEIoAX8MeON+zEGS9qs86QAkSdK+/DjwZ+/lAyGEOvDLDO/Ldwn4T8BjwF8G/kwI4XtijOfvc5ySJI3LJM6Nfx14FPhnHyZgSbrfrPCTJOlw+03gC8DngAeB/l185scY/oPmN4E/EmP8izHGF4C/DZwAfuaAYpUkaRzGem4MIbwA/APg78cYX9ln7JJ0X9i0Q5KkGRJC6AG1GGO4xetV4H1gBfijMcaXbnr9ZeDjwCdjjL/7AZ9/C5t2SJIOkYM8N4YQHgN+C/h14C9G/4EtaUpY4SdJ0nz5Xob/oDl38z9oRv7DaPvZ8YUkSdJEfahzYwhhFfgF4C3gfzLZJ2maeA8/SZLmyydG29+7xes7z398DLFIkjQN7vncOKoK/DmgAfxAjLF7cOFJ0r0z4SdJ0nx5dLS9cIvXd57/yM4TIYQTwPeNHjaAJ0MIPwK0Y4z/5UCilCRpfO753MiwOcf3AX8FeDyE8Pjo+f4tqgQlaaxM+EmSNF8WR9vOLV5vj7ZLe557Gvj3ex7/udGftxl2MJQk6TD7MOfGH2J4i6x/edN7PTdKmgom/CRJ0m3FGH8V+MAbnUuSNI9ijI9NOgZJuh2bdkiSNF+2R9vGLV5vjratMcQiSdI08NwoaeaY8JMkab58e7R9+Bav7zz/9hhikSRpGnhulDRzTPhJkjRfXh5t/+gtXt95/vfHEIskSdPAc6OkmWPCT5Kk+fJVYBM4E0J49gNe/5HR9ufHF5IkSRPluVHSzDHhJ0nSHIkxDoD/b/Twn4YQdu5LRAjhbwEfB34txvi7k4hPkqRx89woaRaFGOOkY5AkSR9SCOFPAz++56lPMeyo+7U9z30hxvgLez5TB34VeAG4BPw34COjx2vA98QYzx9s5JIkHQzPjZIE5UkHIEmS9uUEw3+M3OyFm96zK8bYCyH8SeD/AP4S8CJwDfgS8OMxxgsHE6okSWPhuVHS3LPCT5IkSZIkSZoh3sNPkiRJkiRJmiEm/CRJkiRJkqQZYsJPkiRJkiRJmiEm/CRJkiRJkqQZYsJPkiRJkiRJmiEm/CRJkiRJkqQZYsJPkiRJkiRJmiEm/CRJkiRJkqQZYsJPkiRJkiRJmiEm/CRJkiRJkqQZYsJPkiRJkiRJmiEm/CRJkiRJkqQZYsJPkiRJtxVCiPf456172PdqCOFqCOHf3/T8j4729aVbfO6jIYSLo/f883DdSyGEV0II/neuJEmaW+VJByBJkqSp968+4LlPA2eAl4Gv3/TalXvY9/8FHAH+3t1+IITwJPArwCngnwF/PcYYR6/9FPBzwI8CP3MPcUiSJM0ME36SJEm6rRjjj9783Kjy7gzw5Rjj//1h9htCeBD434CfjzF+4y4/8xTwy8ADwD+JMf6Nm97yZeBbwE+FEH42xph9mNgkSZIOMy91kCRJ0qT8z0AN+Nm7eXMI4WmGlX0PAP/4A5J9jCr9/g1wGvjc/QtVkiTp8DDhJ0mSpLELIQTgfwFawC/cxfufYZjsOwn8oxjj377N2//taPtX9hunJEnSYWTCT5IkSZPwFPA48Fsxxt7t3hhC+DjDZN8J4P+JMf6d270/xngeeAf4gRDCwn2KV5Ik6dAw4SdJkqRJ+Mxo+zt3eN+TDO/Zdxz4Qozx/7zL/f82UAW+58OFJ0mSdHiZ8JMkSdIkfHy0ff0O73sBOAb8dozxJ+5h/98abZ+918AkSZIOOxN+kiRJmoSTo+36Hd73daANfCqE8A/vYf/XRtsT9xqYJEnSYWfCT5IkSZOwMtq27vC+l4EXgT7wd0IIP3aX+98abVc/RGySJEmHmgk/SZIkTcLmaLt0pzfGGH8J+AtABnwhhPC/38X+dxKKGx8uPEmSpMPLhJ8kSZIm4f3R9ujdvDnG+J+B/xEogC+GEP7yHT5yZLRd+3DhSZIkHV4m/CRJkjQJL4+2H73bD8QY/x3wV4EA/HQI4c/f5u1nR9uvf7jwJEmSDi8TfpIkSZqE/zba/rF7+VCM8V8AfxMoAf8mhPDDt3jrp4AB8FsfOkJJkqRDyoSfJEmSJuE14E3ghRBC/V4+GGP8IvATQAX4jyGE79/7egjhDPAw8Msxxu79CVeSJOnwMOEnSZKksYsxRuBfMGza8dkP8fkvAP8IqAM/H0J4Yc/Lf2m0/en9xilJknQYheF/a0mSJEnjFUI4xbDK75dijPec9LvFPgPD6sFF4LEYY3Y/9itJknSYWOEnSZKkiYgxXgb+X+BPhxA+dp92+yLDRiA/YbJPkiTNKyv8JEmSNDEhhFXgHPArMcYf2ee+AvB7QBn4RIyxuA8hSpIkHTom/CRJkiRJkqQZ4iW9kiRJkiRJ0gwx4SdJkiRJkiTNEBN+kiRJkiRJ0gwx4SdJkiRJkiTNEBN+kiRJkiRJ0gwx4SdJkiRJkiTNEBN+kiRJkiRJ0gwx4SdJkiRJkiTNEBN+kiRJkiRJ0gwx4SdJkiRJkiTNEBN+kiRJkiRJ0gwx4SdJkiRJkiTNEBN+kiRJkiRJ0gwx4SdJkiRJkiTNEBN+kiRJkiRJ0gz5/wE6ktn8mBwH/wAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,6),dpi=150)\n", "for sensor in run.sensors:\n", " r0, t0 = read_curve(sensor.outputpath, sensor.outputkind)\n", " plt.loglog(t0,r0,'o',alpha=0.5, label=\"CH{}:{} {}\".format(sensor.channel, sensor.serialno, sensor.model))\n", "\n", "plt.title(sensor.outputpath.split('/')[0])\n", "plt.grid(which='both',alpha=0.2)\n", "plt.xlabel('T (K)')\n", "plt.ylabel('R (Ohm)')\n", "plt.legend()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2.7", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.5" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }