{ "metadata": { "name": "", "signature": "sha256:0793445e75849f5d6789a68b332dc216774b4617f129804ffc99f4812456a207" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": false, "input": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "fig = plt.figure(figsize=(12,9))\n", "ax = fig.add_subplot(2,1,1)\n", "ax.set_title(\"Summer Open Thread\")\n", "dlist = [((6,6),4093,2641), ((6,13),6036,3675), \n", " ((6,20),3103,1825), ((6,27),7572,5292),\n", " ((7,4),2105, 1254), ((7,11),3552, 2408)]\n", "d,v, u = zip(*dlist)\n", "ax.scatter(u,v, s=200)\n", "ax.set_xlabel(\"Uniques\", fontsize=14)\n", "ax.set_ylabel(\"Views\", fontsize=14)\n", "ax.get_xaxis().tick_bottom()\n", "ax.get_yaxis().tick_left()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAucAAAEiCAYAAABaynxSAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAElFTkSuQmCC\n", "text": [ "" ] } ], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "plt.xkcd()\n", "fig = plt.figure(figsize=(12,9))\n", "ax = fig.add_subplot(2,1,1)\n", "ax.set_title(\"Summer Open Thread\")\n", "dlist = [((6,6),4093,2641), ((6,13),6036,3675), \n", " ((6,20),3103,1825), ((6,27),7572,5292),\n", " ((7,4),2105, 1254), ((7,11),3552, 2408)]\n", "d,v, u = zip(*dlist)\n", "ax.scatter(u,v, s=200)\n", "ax.set_xlabel(\"Uniques\")\n", "ax.set_ylabel(\"Views\")\n", "ax.get_xaxis().tick_bottom()\n", "ax.get_yaxis().tick_left()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAvUAAAErCAYAAABennxPAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n", "text": [ "" ] } ], "prompt_number": 5 }, { "cell_type": "code", "collapsed": false, "input": [ "plt.xkcd()\n", "fig = plt.figure(figsize=(12,12))\n", "ax = fig.add_subplot(2,1,1)\n", "ax.set_title(\"Summer Open Thread\")\n", "dlist = [((6,6),4093,2641), ((6,13),6036,3675), \n", " ((6,20),3103,1825), ((6,27),7572,5292),\n", " ((7,4),2105, 1254), ((7,11),3552, 2408)]\n", "d,v, u = zip(*dlist)\n", "ax.set_xlim(1000,8000)\n", "ax.set_ylim(1000,8000)\n", "ax.set_aspect('equal')\n", "ax.scatter(u,v, s=200)\n", "ax.set_xlabel(\"Uniques\")\n", "ax.set_ylabel(\"Views\")\n", "ax.get_xaxis().tick_bottom()\n", "ax.get_yaxis().tick_left()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAYgAAAF4CAYAAABO0W4/AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAASUVORK5CYII=\n", "text": [ "" ] } ], "prompt_number": 20 }, { "cell_type": "code", "collapsed": false, "input": [ "import matplotlib.pyplot as plt\n", "from matplotlib.dates import MonthLocator, DateFormatter\n", "import datetime as dt\n", "plt.xkcd()\n", "fig = plt.figure(figsize=(12,9))\n", "ax = fig.add_subplot(1,1,1)\n", "ax.set_title(\"Summer Open Thread Readership\")\n", "dlist = [((6,6),74), ((6,13),38), \n", " ((6,20),109), ((6,27),79),\n", " ((7,4),54), ((7,11),87)]\n", "d,v = zip(*dlist)\n", "dates = [dt.date(2014, m, da) for m, da in d]\n", " # every month\n", "yearsFmt = DateFormatter('%m-%d')\n", "#ax.xaxis.set_major_formatter(yearsFmt)\n", "#ax.set_xlim((dates[0],dates[-1]))\n", "#ax.xaxis.set_minor_locator(months)\n", "ax.plot(range(len(d)), v, '-', color='k')\n", "#ax.xaxis.set_ticks(d)\n", "ax.xaxis.set_ticklabels([\"{}/{}\".format(m,da) for m,da in d])\n", "ax.set_ylabel(\"Comments\")\n", "ax.get_xaxis().tick_bottom()\n", "ax.get_yaxis().tick_left()\n" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAucAAAIpCAYAAAAB5ZYMAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", "text": [ "" ] } ], "prompt_number": 175 }, { "cell_type": "code", "collapsed": false, "input": [ "import matplotlib.pyplot as plt\n", "from matplotlib.dates import MonthLocator, DateFormatter\n", "import datetime as dt\n", "plt.xkcd()\n", "fig = plt.figure(figsize=(12,9))\n", "ax = fig.add_subplot(1,1,1)\n", "ax.set_title(\"Summer Open Thread Readership\")\n", "dlist = [((6,6),74), ((6,13),38), \n", " ((6,20),109), ((6,27),79),\n", " ((7,4),54), ((7,11),87)]\n", "d,v = zip(*dlist)\n", "dates = [dt.date(2014, m, da) for m, da in d]\n", " # every month\n", "yearsFmt = DateFormatter('%m-%d')\n", "#ax.xaxis.set_major_formatter(yearsFmt)\n", "#ax.set_xlim((dates[0],dates[-1]))\n", "#ax.xaxis.set_minor_locator(months)\n", "ax.plot(range(len(d)), v, '-', color='k')\n", "#ax.xaxis.set_ticks(d)\n", "ax.xaxis.set_ticklabels([\"{}/{}\".format(m,da) for m,da in d])\n", "ax.set_ylabel(\"Comments\")\n", "ax.get_xaxis().tick_bottom()\n", "ax.get_yaxis().tick_left()\n", "ax.set_ylim((0,1000))\n" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 149, "text": [ "(0, 1000)" ] }, { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAu8AAAIpCAYAAAASMtb4AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRK5CYII=\n", "text": [ "" ] } ], "prompt_number": 149 }, { "cell_type": "code", "collapsed": false, "input": [ "import matplotlib.pyplot as plt\n", "from matplotlib.dates import MonthLocator, DateFormatter\n", "import datetime as dt\n", "plt.xkcd()\n", "fig = plt.figure(figsize=(12,9))\n", "ax = fig.add_subplot(2,1,1)\n", "ax.set_title(\"Summer Open Thread\")\n", "dlist = [((6,6),4093,2641), ((6,13),6036,3675), \n", " ((6,20),3103,1825), ((6,27),7572,5292),\n", " ((7,4),2105, 1254), ((7,11),3552, 2408)]\n", "d,v, u = zip(*dlist)\n", "\n", "ax.plot(range(len(d)), v, '-', color='k', label='views')\n", "ax.plot(range(len(d)), u, color='r', label='uniques')\n", "ax.get_xaxis().tick_bottom()\n", "ax.get_yaxis().tick_left()\n", "\n", "ax.xaxis.set_ticklabels([\"{}/{}\".format(m,da) for m,da in d])\n", "ax.legend(loc=4, borderaxespad=0.)\n", "#ax.legend(ncol=2, bbox_to_anchor=(0, 1, 1., .102), loc=3, mode='expand')\n" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 159, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAt4AAAEYCAYAAABrzfFrAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nD5HIuCqNNe/XAAAAAElFTkSuQmCC\n", "text": [ "" ] } ], "prompt_number": 159 }, { "cell_type": "code", "collapsed": false, "input": [ "import matplotlib.pyplot as plt\n", "from matplotlib.dates import MonthLocator, DateFormatter\n", "import datetime as dt\n", "plt.xkcd()\n", "fig = plt.figure(figsize=(12,9))\n", "ax = fig.add_subplot(2,1,1)\n", "ax.set_title(\"Summer Open Thread\")\n", "dlist = [((6,6),4093,2641), ((6,13),6036,3675), \n", " ((6,20),3103,1825), ((6,27),7572,5292),\n", " ((7,4),2105, 1254), ((7,11),3552, 2408)]\n", "d,v, u = zip(*dlist)\n", "\n", "ax.plot(range(len(d)), v, '-', color='k', label='Total')\n", "ax.plot(range(len(d)), u, color='r', label='Unique')\n", "ax.set_ylabel(\"Pageviews\")\n", "ax.get_xaxis().tick_bottom()\n", "ax.get_yaxis().tick_left()\n", "\n", "ax.xaxis.set_ticklabels([\"{}/{}\".format(m,da) for m,da in d])\n", "ax.legend(borderaxespad=0.)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 10, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAvIAAAEYCAYAAAA+rBI1AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd8U9X7B/BPdtLMprtl71VAhoiCFBBkCUr5slRwsES+\niohfpgwFnIiICrgQBUVUVBARBaEIgsiSIS1FGaW7aZtmJ02e3x/93WNDBwVS0sJ5v159UXJvbk5O\nbm+ec+45zxEREYHjOI7jOI7juFpFHOwCcBzHcRzHcRx39Xggz3Ecx3Ecx3G1EA/kOY7jOI7jOK4W\n4oE8x3Ecx3Ecx9VCPJDnOI7jOI7juFqIB/Icx3Ecx3EcVwvxQJ7jOI67af3xxx9Yvnx5sItxRTt3\n7sSePXuCXQyO42oZEc8jz3HcrcjpdGL79u1ITU2F0WhEt27d0KxZs2AXK2iICFu3bsVbb72Fixcv\nQqlU4vbbb8fgwYMxYMAAiMU1o9/nzz//xKhRoxAWFobY2FgolUp4vV54PB6IxWJoNBro9XpotVoM\nHjwYa9euxfLly5Gfn4/Q0NBgF79CHTp0QN26dfHdd98Fuygcx9Ui0mAXgOM47kYiIixbtgwvvPAC\nzGaz37Y5c+Zg0aJFQSpZ8Fy4cAFjx45FUlISlEolGjRoAJPJhPfffx/vv/8+Bg8ejK+//hpSafC/\nMpRKJRQKBX7//Xd4PJ5K971w4QJatmwJADCZTDU6kM/Ozkbz5s2DXQyO42qZmtHFwnEcd4PMmTMH\nzz77LBISErB7925cunQJR48exaefforExMRgF++GM5vN6NevH/bs2YMJEybg4sWLOH36NNLS0vDP\nP/9gyJAh2Lx5MzZu3BjsogIAmjdvjqNHj8LlcsHhcOD06dMAgKeeegpOpxN5eXn4+++/cfToUaxY\nsQI+nw8AaswdhYoUFhZCp9MFuxgcx9UyNfvKxnEcF0ApKSl49dVX0bdvX2zatAk9evRAXFwc2rdv\nj4ceegi33XYb29dms8FkMvk9n4iQn5/P/v/pp5/izJkzAACfz4fCwkK//b1eb5kybNy4ESdPnmTP\nKSgouOJzLi9DVRQXF8NqtV5xv9mzZyM5ORmvvPIKVq9ejYiICLatYcOG+OijjyCRSLBhwwZW5o8/\n/hhFRUVVKkdlZU5KSsKFCxcAAC6XC8ePH4fNZqvSMUUiEZRKJWJjYwGUfF4KhQJhYWFo1KgR2rdv\nD7VaDafTCQBQq9VVLi8A2O12uN3uq3o/17qfz+eD3W73q3uO47iq4IE8x3G3jOTkZHi9XkREREAk\nElW679ixY9GjRw+/x1atWoXo6GiYTCbY7XaMHz8eq1atwtGjR9GsWTMYjUa8+uqrWL9+PerXrw+Z\nTIbHH38cxcXFAEqC9HHjxmH58uX466+/0KZNGxiNRsybNw+bNm1Co0aNIJVKMWrUKLhcLr/XPnjw\nIHr37g2ZTAadTof+/fvjxIkTbPsrr7yCCRMm4Pz583jyySdhMBig1Wrx6aefVvgei4qK8MEHH6BL\nly549tlny93HaDSic+fO+O233wAAu3fvxqOPPoqPPvoIEydOROPGjXHbbbdh8+bNfs/z+XxYs2YN\nmjRpAqlUipiYGEyePNmvcTF8+HA899xz2L9/P9q2bYt27dqhRYsWrHFUFVqtFjKZrEwjSiAE0wqF\nAu+88w7at2+Pxo0b45VXXmHbiAidOnXCjh078MMPP6BXr15Qq9WoW7cu8vLy2LF27tyJO+64A1Kp\nFKGhoRg6dCjOnTvn93opKSkYN24c9Ho91Go1Bg4c6Pc5AcA333yDO++8EwqFAjExMWw4V1hYWJXf\nN8dxHACAOI7jbhE2m40aNmxIAKhhw4Y0ePBgmjRpEr3//vtUVFTkt2/Tpk2pXbt2fo89/fTTBIBy\ncnIoIyODANCjjz5KRqORoqKiqG7duiQWiwkANWnShOLj4wkAffvtt0REZLFYCAA9+OCDFB0dTWFh\nYdSoUSMCQGKxmOrXr08dOnQgAPTJJ5+w1/3tt99IJpNRkyZNaObMmTR58mQKDQ2l1q1bs31GjhxJ\narWaQkNDKSoqiiZNmkRGo5GGDh1aYX2sX7+eANAHH3xQab317duXQkJCiIho8+bNBIAAkEQiodtv\nv53Cw8MJAO3cuZM9Z968eQSA7rnnHnr++edp2LBhJBKJaPbs2WyfOnXqUIMGDSgkJISaNm1KU6dO\nJQD0zDPPVFqey8XExFBCQkK524RyjBo1igBQXFwcxcbGEgA6ceIEERG5XC4CQHXr1iUA1KVLF3rw\nwQcJAH333XfsfYtEIoqPj6c5c+bQuHHjKCQkhHr37s1ea+/evaRWq0mlUtGECRNo5syZJJPJqEeP\nHmyfFStWEABq164dPfPMM/TAAw+w+vz444+v6n1zHMfxQJ7juFtKdnY2zZ8/n/r06UONGzcmmUxG\nAEin09G2bdvYfnq9nu677z6/5z722GMEgOx2O9lsNgJAIpGIGjduTJcuXaInn3ySANCCBQvI7XbT\niRMnCADNmzePiIi8Xi9JJBISiURUp04d+ueff2jmzJkEgKZPn04Oh4POnz9fJpjt1q0bNWjQgMxm\nMxERnT17lrp3706RkZHk8/mIiGjo0KEEgPr3709Wq5WIiFq3bk1DhgypsC5Gjx7NGiaVadu2LdWp\nU4eIiPbt20cAKD4+ns6ePUtERJcuXSK5XE6jRo0iIqLMzEySSqX06KOPks/nI5/PR99//z1FRETQ\n+PHj2XHj4uIIALVq1Yry8/OJiKhZs2Z07733Vlqey7Vp04bat29f7rbnn3+eBcpz5swhr9dLe/bs\nIQD02WefERFRUVER2+eDDz4gn89Hhw4dIgC0adMm8vl81LhxY+rQoQM5HA4iIjp+/Di1bduWNfa8\nXi81atSIdDodpaSkEBGR2+0msVhMEydOJCIih8NBWq2Wxo4dyz43IqKlS5cSAPrmm2+u6n1zHMfx\nQJ7juFtaUVERrVq1ihQKBRmNRrLb7UREpNFoaMSIEX77PvTQQyQWi1kQJjxHCGhnzZpFAFiw5/P5\nKDQ0lB5++GF2jPDwcNJqtXTy5EkiIlqyZEmZYLpevXosAM/NzSWRSESrVq2if/75hyZNmkRSqZT0\nej398MMP7DlDhw4lrVZLubm57LFvv/2Wjhw5UuF7T0hIoNDQ0ErrJzMzk91FICLWOFm6dKnfft27\nd6dmzZoREdGaNWsIAKWnp9POnTspISGBAFDbtm0pIyODPUev1xMA2rVrF3usc+fO1KVLl0rLdLlu\n3bpR/fr1y902d+5cAkD9+vVjn9vFixcJAC1fvpyI/g3khYYIUUkv/dKlS8nhcNCpU6dY7/ypU6fo\nwQcfJJFIRJGRkXTgwAEiItq+fTsBoNdff50dIz8/nwDQjBkziOjfuxmnTp3yK+Pvv/9OAGjr1q1X\n9b45juP4GHmO425pWq0WEydOxOzZs5Gfn4/du3cDADQaTZlx6gAgkUggEolARPD5fBg4cCAaN24M\nANDr9QDAxoGLRCLUq1cP//zzD3u+z+dDr1690Lp1a7/nWCwWtk/p5xw9ehREhK+//hpNmzbFZ599\nhv/97384e/Ys+vfv71e2mJgYhIeHs/8PGTLEbwLv5ZRKJRwOR4WTOoGS8dwAcN999wH4d9Lo5ZNS\nIyIikJOTAwA4dOgQQkND8cADD6B3797IzMzE2rVrcfjwYcTExAAomS9gNpvRunVrv7kIdru9wrJU\nRKVSVfg8+v9x8IsXL2bzIoT3e/lk4Pj4ePa7XC7HtGnToFQqcfjwYQDAu+++i9atW2P79u1YtGgR\nUlNT0aVLFwDAkSNHAAC9evVixxDqSi6XAwAb+y+cLwJhgvOVJjpzHMddjgfyHMfdEjweD/78888K\ntwvBlkqlAgBERkb6ZagBSlIYCoGh1WqFx+OB0Whk26OiogAA6enp7LE6derg7NmzAEoCtYKCAr9J\njcJzMjIy2GN169bF2bNnWWMBKFkIadGiRbh48SIWL17sF7Bfq379+sHpdOKzzz4rd3tubi5efPFF\nhIeHY8CAAQD+rafLc7hnZWWx9IlCNh6v14uvvvoKp06dwpgxY/zy0As5/Lt16+Y38Vgmk8HhcFzV\n+wgJCanwOUJwHBcX57c/AL+JrJURPoPTp0/jrbfewoULFzB79my/dJESiQSAf5pLuVwOg8FQJnNO\nZmam3/GF55bXcOQ4jqtM0AL5wsJC/Pjjj9i2bVuZRVkAsB6oWbNm4cMPPyy3xyg7Oxsvv/wy5s6d\ni2PHjpV7jG3btmH27Nl45513rqmnh+O4m8OGDRvQvn17rF27tsy2/fv3Y/HixWjbti26d+8OoKRX\nPCUlpUwKQSGoE9JGll5kSAjK09LS2GNxcXHIzs6Gw+FAUVERiOiKz4mNjYXD4YDJZEKXLl2gVqsx\nZMgQTJ8+nfXgExFeeeUVjBo1ij3v8rJeyWOPPQaDwYCpU6fihx9+8Hv+0aNHce+99yIzMxNLly6F\nVqsFABaMWywWtv9PP/2E3377jQX7vXv3BlCSsz8xMZEFqhaLBYMHD8bHH3/MgtvLM7VERETgwoUL\nV/VedDodrFZrud8TQoNDoVD4vYZEIvFrcAEV11+PHj0gFovx8MMPY8qUKawh4PV6MX36dDz99NPo\n2LEjAGDXrl3seW63GxqNBqdOnQJQcldDLBbj2WefZUG7z+fDV199BQDlfhdyHMdVKgjDeeinn36i\n8PBw0uv1pNVqqV27dn7jOgsLC+muu+4iqVRKHTt2JI1GQ02bNqVLly6xfTZu3EharZZiY2OpVatW\nJBKJ6Pnnn2fbHQ4HDRw4kEQiEd12221kMBgoLi6OTp8+fUPfK8dxNUNWVhbFxcWRSCSie++9l6ZP\nn07//e9/qUuXLgSAwsPD6Y8//mD7v/baa2xcd+/evalx48ZsQqTX66Xs7GwCQNOmTWPP+eOPPwgA\nrV69mj22cOFCAkBnzpxhE2RLT/hMTk4uM7b6jTfeIAB0+PBhIiJasGABy4Qzfvx4euyxx6hJkyZs\nAidRyRj5Jk2aXHW97Nixg7RaLQGgBg0a0MiRI6lv374kFotJIpHQ/Pnzy9SjUA/R0dEs647BYKDU\n1FQiIvJ4PNSpUycCQAkJCfTkk0/Sf/7zH9Lr9aRQKOjXX39lGXyeeuopv+OPGzeOALDJr1UxYsQI\nkkgk5HK5ymwbM2YMKZVKKi4u9nu8WbNm1LZtWyL6d4z8okWLKnyNiRMnskm+kyZNojFjxrAsNytW\nrCCHw0F169YlhUJBzzzzDC1cuJBlLZLJZGwOxDPPPMOyJo0cOZJat27N6nPBggVVfs8cx3FEQZjs\n6na7qU6dOjRt2jTyer3kcrmoa9euNHr0aLbPo48+SnFxcSw1WE5ODrVp04YeeeQRIiJKS0sjlUpF\nkydPJqfTSUREn3zyiV86sZkzZ5LBYKD9+/cTUUnjoHv37tS/f/8b+XY5jqtBLly4QE899RQ1atSI\nJBIJSSQS6tSpE82bN4+ys7P99nW73fTUU0+xNJHdu3enfv36kVwuZ9edvn370ssvv8yeU15Q/vXX\nXxMAOnjwIBGVBNxC8E1ElJ6eTgD8AuaffvrJL52jz+ejDRs20MCBAykyMpIaNGhADzzwAH377bds\nAueECRPozjvvvKZ6OXfuHM2YMYPq1avHAs9+/fqxCbmlCYF8fHw83XnnnRQfH08TJ05kE34FFouF\nFi9eTJ06daLw8HBq2bIlTZkyhR3T5/NR+/btadmyZX7Pe+edd0gqlVJeXl6Vy//jjz/S22+/Xe62\ntWvX+tW34L///S+1aNGCiIicTidpNBp67733KnyN4uJi+uCDD6h3794UERFBjRs3plGjRtGOHTvY\nPsnJyTRq1CjSarWk1WppzJgx9Pnnn5Ner6ctW7aw971mzRrq0qULhYeHU+fOnenDDz+kyZMn86w1\nHMddtRseyJ8+fZoA0KFDh9hjkydPpq5duxJRSZ5nuVxOH374od/zPvjgA5LL5WS1Wunll1+mqKgo\nv94Xn89HzZs3p6effpq8Xi+Fh4fTkiVL/I6xZcsWAkBpaWnV+A45jqsNvF6vXwrAqnC5XHT+/PkK\nt3s8HlqwYIFfUFtcXExHjx6t8LW8Xi8tWrTIL2j2er2VPqeisgkZd66Hw+Egr9db4XYhi42QUjPQ\nfD5fmUZVdRA6kgRms/mqz4fKlD6WkA6U4zgu0G74GPm6desiMjISc+fOxYULF/Dtt99iw4YNuP32\n2wEA+/btg9vtxv333+/3vPbt28PtduP8+fPYuXMnBg4cyCZdASXZIdq3b4+UlBScPHkSeXl55R4D\nwFWtGshx3M1JLBZfcXXXy8nlctSvX7/C7VKpFPPnz/fLSiKRSNC+ffsKX0ssFmPOnDksi43wWGXP\nqahswkTd66FUKv0mbF5OmCNwtXVXVSKRCJGRkdVy7NLEYrHfd4hOpwvoeyp9LGGSK8dxXKBJr7xL\nYKnVaqxcuRKJiYlo0KABAKBt27ZYsmQJgJLZ/AqFwi8TBPDvhDKTyYTMzEwW+F++z7lz51hGgNjY\n2AqPwXEcx1296g7kOY7juKq74YE8EeG1115D3bp1sWjRIqSlpeGll17CAw88gB9//BE6nQ4ulwse\njwcymYw9T8ixrNVqWYaCy1ksFmg0GpYSzGq1sgwPlx/jZuV2u5Gfnw+LxYLCwkIUFhbCZrPBZrPB\n5XLBbrejqKgIVqsVVqsVDocDLpcLTqcTbrcbTqcTxcXF8Hq9ZTI4iMViSCQSSCQSyGQyhISEICQk\nBEqlEkqlEgqFAmq1Gmq1GnK5HAqFAnq9Hnq9HiqVCjqdDkajEaGhodBoNDdNIODz+WC1WpGfn4+i\noiI4HA5YrVbYbDb2r9PphMPhgN1uh91uZ7m7hd9dLhc770vXu0gkglgsZr2HQv2qVCooFArI5XLI\n5XL2WQjbNRoNtFottFotDAYDQkNDodPp/NL/1UZEBKvVCrPZjKKiIvZv6bq12Wzs/8I5Lnwmdrsd\nbre7zPktFoshlUrZj0wmg1wu9/tdqF+9Xo+oqCgYjUYolUrodDpER0cjKirKr4e3NvF6vTCZTDCZ\nTMjNzUVRURGrP7PZjIKCAkgkEsyfP59dl5VKJQBgzZo1+PTTT1mALxDO29J1K1w/FAoFO0eFeg0N\nDYXBYEBISAj0ej1CQ0NhNBoRFhYGuVx+01wvBESEwsJCZGZmoqCgALm5ucjKykJhYSHMZjMKCwvh\ncDjgdDrZ9bm4uBjFxcVl6lokErG6LX09kMvlUCqVUKlU0Gg0CAsLg16vZ9u1Wi0iIyMREREBjUZT\n6Z2Y2sLhcCAnJweFhYUwmUzIy8uD2WyGxWJBUVERLBYL7HY7LBYLu/YKdVu6XoVzV6hXoW7lcjlk\nMhlkMhlUKhW7Hgv1aTQaERkZyc7nqKiogNwpq0mE63B+fj5sNhuLGYqLi9k+pb+zhL/xmzn2CqYb\n/q3+/fff48iRIzhz5gy7Rd2kSROMHDkShw4dYqnYLl26hIYNG7LnpaamQiqVokWLFoiKisKlS5fK\nHDs1NRV33nmnXzq30rmDU1NTAZTcASjtnnvugUajgV6vZyedRqNhF76IiAj2paLT6aDValmgWh1f\nLk6n0y8AFALygoIC5OXlISsrC9nZ2SgsLER2djby8vLYRaqoqKhKryGRSKDRaFhAqFQq2UVf+MIt\nPfTA5/OxP1av1wuPx8MCJ+GLRghEq0IkEiE0NBTh4eHsQmg0GhEREQGDwYCwsDCEh4cjOjqaXRD1\nej2r/0AGpESE4uJiuFwumM1m5Obmsi9Rk8nEAvTLg5vs7GxcunQJmZmZfhewK1EoFFCpVOwLV/gM\nFAoFZDIZq3cigtfrhc/ng8/ng9vtZo0y4QvI4/HA7XZXOVVfeHg44uLiEBkZibCwMMTExMBoNEKv\n1yM6OhrR0dEsmBIazdVxnrvdbhQVFbHGTn5+PvLz85GXl4f8/HyYTCYUFBQgPz8fOTk5yM3Nhdls\nhslkqnKubZFIBLVaDaVSyb5IhOCm9PlNRKxRJQRKQr2W/l1oDFRGoVBAp9MhLi4OUVFRiIiIQGRk\nJAv+o6OjER4ezhpXpf/+AhVEEREcDgdyc3ORl5cHq9XKriEmkwkZGRnIyspCZmYm0tPTWd1XthiR\nSCSCVqvF+PHjERsbiz179qBdu3YASvLbu91uFvhQydwrFhgJ147S1w+XywWr1cqCqStRqVSoU6cO\n6tSpg4iICISFhbFGanh4OAtOtVotu3ZrNBoWPAjpLwPB4/GwgFBoJJrNZtaBYrPZ2PVYeFzoULFa\nrexaYjabK1yISyaTsQ4QoaNEaFhKpVJ27pa+TrhcLni9XnYuC41WoRPhStdmkUjEGld6vR4Gg4E1\ntFQqFcLDwxEVFQWtVsvqNTw8HLGxsQgNDWWNg0DVtc/nY+emxWJh1wShwSN8HxYVFaGwsBDp6enI\ny8u74vkkXAtKf/8JdSss9iacsz6fj52zQt263W54PB4UFxeza0JlC6oBJdfd8PBwqFQqhIaGIjIy\nEpGRkYiKioLBYIDBYIDRaGS/l+4gU6lUfp2aNYFwPbjawFxoAAjXc+HfnJwc9q9wXRC+F0o3toQf\np9MJj8fDPofShGu7TCaDVCpl8YVKpYJWq4VSqYRarYbBYGCPCedxeHg4a9zGxMQE/NpRuh6AwN3V\nvOGB/LFjx9CgQQO/cabCMJmLFy9i0KBB0Ol02Lp1K6ZMmcL22bx5M+Lj46FSqdCrVy/MmTMHLpeL\n5QbOyMjA4cOHMXXqVDRs2BD169fH1q1bcccdd/gdIzY21m/IzaZNm7Bz504cO3YM3333Hd566y3W\nS3olIpGI/cEJF1yh904IyoSTgP5/YZfSX2Qul4t9ublcLjgcDthstitecCUSCSIjI2EwGBAREYFW\nrVpBp9OxHm/hZBQCYCGAEQIa4WSuDsKXiNvtZoGx2WyGw+GAxWJBfn4+CgoKUFRUxII2m80Gu92O\ntLQ0HDt2DCaT6Yr1LwTBQg+J8EUn1L8QEJcO1koHFUJ9C2WqSnCoUChY/en1ekRERKBnz57sAiD0\negu9X0IgIQSTQq9NoHu9iAhOp5P1Rgs/wp0XIZAoLCxEVlYWLl26BJPJhH/++QeZmZlVWl9BaNwK\n70GhUPgFFaVXOxUaekI9Cxdd4SIs3BmqjFQqRVhYGAwGAyIjI9GyZUvWwBMCYyGQ02q1rFzCl7Tw\n91gddW2xWFgg4XQ6UVRUxBrXwp2w9PR05ObmIjk5GXl5eWVWQS1P6TsuQsOudPAm1LVQx0Ijw+Px\nsM9fOKcra1iqVCpER0cjJiYGbdq0QUREBAvShMZ06cBYaECXrksh1z4AvPnmm9ddpw6HA/n5+TCb\nzbDb7SgoKGANj4KCAphMJqSlpSEjIwNHjhxBYWEhLBZLlRt1wt+jcO2TSCR+dXr5tUKo39INOKFs\nVV19VSaTQafTsSAtJCQEcXFxaNGiBXtcCBiEeo+KimINvEA3nl0uF+uUEK65FosF2dnZMJlMrIEh\nNDKEH+EaIdypuRKVSsXOH+G78PLvQ6F+he+/0tcHoWwOh6PCDgqxWMw614ROnoSEBHYOCwFy6fNZ\nOAeq466kz+djf3t5eXmsM6igoACZmZm4ePEiC0rz8/Pxxx9/VLk+gZK7XxqNBkqlEmlpaSAidOjQ\nAXa7nX2/h4aGsu8i4U5BVFQUwsPD2bkvk8n8rt0KhYLdYRceE8670n8HwvXFarWy3y0WC5xOJ/u8\nSt8JLSwsZI3d/Px8ZGVloaioCCaTCWKxmH0mQsed8P/69euzsqrVaoSFhbFOr9I/QuOm9N+w8DkI\ncZZwfRTOJeHzEcosdNYJsUhycjL7O8jJyUFGRgYcDgeioqIQExODiIgIFvQLjRihnMJ3o0aj8btT\nLsRcwmcn1LnP58Px48dZZ8j1uuGBfKNGjfD333/j8OHDbAGNzZs3QyQSoW3btlAoFBg1ahRbnKVr\n16545513sH79erzxxhsAgGHDhmHmzJmYMGECli9fjqKiIowYMQJ6vR4DBw6ESCTC2LFj8eabb6Jr\n167o27cv1q1bhxUrVmDatGl+5RFaum63G/PmzcO8efMAlFxobDYb8vLykJeXB5PJ5HdyChf40sMm\nSgcsQm+pcKtOuL1c+tay8Acl/F8IQnQ6HTQaDesJEW4zCye+0WissUMkhBNYULdu3Ws6jtvtRm5u\nLrKzs9mXujCMQmitCw0GoYUu9JQI//p8Pr+Wr/AHL/wxlR7uI/yh6XQ6dnER7hIIf7g1ddiESCRi\nPQ6XL65TFW63G2azmQWjBQUF7EJdetiKcBEXhmmVvs0vBDdCT4hw10TobS7dwBWGXAmNTGFYhdAY\nEu7S1MTb/CKRiDWar4bb7UZOTg6ysrJYY7awsBB2u501doTriVC/pW/5Cz9E5NfbJNziF74wSgff\nwt1E4c6K0Whkd19q0jAVoUMkJCQEderUuarnOhwO1isr9HiX7tGz2+0sIC09nLB0ICl8+Ze+VpTu\nKBB67XQ6nd81WWhACtuFuwRCwFgdwfj1UCgUiImJQUxMzDUfw+Vy+Q1Nyc7ORmZmJsxmMwvohEaP\n0ClV+m6t8H0o1K/w/SdcH0oPxdBoNGU6psLCwlhwXh09pddKLBaza1l0dHSVn+d0OtmdxtJDqkrf\n6Rbq2mq1sutscXExjh8/jlOnTrF6F+62mUwm2O125OTk4Pfff2cdCVarlV1ThI6W0tcXj8dTppEq\nxCtCw6D0HU6hUVz6bqfQodKgQQPWAWAwGBAdHQ29Xg+j0VitE79LD/0VlF5872oVFxezO5i5ubms\noWaxWNj5X7pRI9SxUM/Cdb30dQcoucZc6S7OVbkBmXH8uN1u6tmzJ4nFYurQoQM1bdq0zKIjBQUF\nNGLECLZIhkQioSeffNJvQY9t27ZRXFwc26dBgwa0a9cutt1ut9P48ePZdgD04IMPksPh8CtPUlIS\nAaDt27dX91vnOI7jOI67LiaTifR6fbCLwV0DIewOZMwp+v8D31BEhN9++w0nT56ERqNB165d0ahR\nozL7HTlJJXp6AAAgAElEQVRyBBcvXkTbtm3L3V5UVIS9e/dCKpUiISGh3B7TU6dOITU1FS1atECL\nFi3K3d6mTRts2LABI0aMCMwb5DiO4ziOqwYnTpzAyJEjcerUqWAXhbtKwvC9L774ImAxZ1DGZ4hE\nItx111246667Kt2vQ4cO6NChQ4XbdTodBgwYUOkxWrdu7Zef+XIajQYAqjSGleM4juM4LpiKior8\nMvJxtYvP56vS3LSqqnmDUG8wYbwWD+Q5juM4jqvpcnNzER4eHuxicNdALBbD6/VWKaFKlY8ZsCPV\nUsKktcLCwiCXhOM4juM4rnKZmZlXNamWu36rV6/Gvn37rvs4crkcbrf7iqmMr0bNTH1yAwmz581m\nc7CLwnEcx3EcV6nc3FxERkYGuxjVYt++fZg5cyZb10Qul7PMOmKx2C/t8ODBg/3WCqpOU6dOxdCh\nQ684JPxKVCoVy0YUKLd8IA+UpOWqaj5ijuM4juO4YCksLLxhAeyN5nK5kJycjL17915x37S0NCxZ\nsqRKxzWZTEhMTMS7776LVq1aXXW5vF5vQNLJCj3yl6/OfD14II+SiuWBPMdxHMdxNV1+fj7i4+OD\nXYxq0atXL+Tk5KCwsBBWqxV//PEHEhMTMW/ePIwfPx5WqxUFBQWw2WxsMdGquHTpEpKSkvDNN99c\nUyBfXFwckPV71Gp1QIfVADyQB/BvC4njOI7jOK4ms1gs0Gq1wS5GtRGJRAgNDUVoaCgsFguAkkmi\nV7tgHAC2qruQ2KT0MJ2qLjro9XpBRH4LTV0rYQRIIDO/3/KTXYGS1V09Hk+wi8FxHMfVMkFYioW7\nxTmdTigUimAX44YQViuvLCFJeno6Jk+ejFatWiEhIcFvUur8+fMhk8nQsWNHAMBLL70EmUwGjUaD\n5ORktt/evXuRmJiIuLg4xMfHY8mSJXA6nQDA4sNABPJKpRIulyugK5fzQB4lFSt8YBzHcRxXFUlJ\nSQgPD0fXrl3xxRdflFninuOqg8vluqpA3uPx1NoGp9FoBFAyxr08J06cQMuWLbFy5Ur4fD4cOHAA\nPXr0wOHDhwEAffv2xciRI3HbbbcBAGJjY/Hggw9i9OjRiIqKAgC88cYb6N69O5KSkjBkyBCEh4dj\nzpw5+PjjjwGA/V1LJJLrfj8hISEBnegK8KE1APhkV47jOO7qnDx5EkOGDIHZbMaBAwcwcuRIPPjg\ng/j0008DMimO4yricDigUqmqtC8RQalUAigJInU6HfR6PUJCQqDRaKDRaBAWFobIyEg2nEWn00Gr\n1UIul0OlUkGtVkOpVEKlUkGpVEImk0Eul0OhUEAmk0EikVTbOS+TyaDX61FQUFDu9ieeeAIulwvb\nt29H3759sXfvXnTv3h1vv/021qxZg27duqFbt24wm80wGAwYMmQIli1bxp5/4sQJTJ8+HV27dsX2\n7duh1WqxceNG7N69G40bNwYANjE1EIG8SqWC3W4PaI88D+QBSKVSFBcXB7sYHMdxXC1gMplYEJ+Y\nmIhevXrhueeew/r169GuXTs899xzwS4idxNzOBwICQmp0r5CbOPz+WC1WmG1WpGRkRHwMnm93oAG\np6WFhoaWG8hnZGRg3759GDduHPr27QsA6NatG3r37o39+/f77Ss0Zi4ffbF69WoQET766CM270B4\nLWFYjzCHsqqNp8qo1WrY7faATJwV8EAefIw8x3EcVzVutxvDhg3DP//8gw4dOuDTTz+FSqVCbGws\nHnjgAcycORMdOnRA7969g11U7iZltVqh0WiqtK9MJoPX64XH44HD4UBhYSEsFgtsNhsL7HNzc5Gf\nnw+TyYTCwkKYzWZYLBa43W44HA7YbDY4nU44HA44nU54PB643W64XC42bKe6gnjg317syx05cgQA\ncPfdd/s93qhRIxw9etTvMblcDpFIVCaQ379/Pxo2bIgWLVqwx4RGklwuBwD22kJj4HoII0B4j3yA\nSSSSgOb05DiO425OU6dOxe7duxETE4PvvvuO9dLdf//9mDNnDhYvXoyRI0fiyJEjqFu3bpBLy92M\nHA7HVQeVMpkMMpmMrWYfSNU9/l6lUsHhcJR5vKLJp7m5uWz8u0AkElV4nMvnGwiLbQk98UIgH4gJ\nxkKjJJCTlflkV5R8wLV1IgjHcRx3Y6xduxYrV66EQqHAt99+WyYd3sKFC9G3b1/k5eVh+PDhPK0x\nVy3cbneNylpT3XNCdDpduUNrunTpAqVSiS+//JLFcKmpqdi+fTv69+9fZv/yEpu0b98ef//9N7Kz\ns/1eDwBSUlIABDaQ12g0sNlsAendF/BAHjx9GMdxHFe5gwcPYuLEiQCAFStWlLsYjUQiwfr161Gn\nTh0cOHAAs2bNutHF5G4Bt1L6SaBknH95oyYMBgMeeeQRbNmyBT179sSECRPQpUsXSCQSTJkypcz+\nHo+nzHESExPh8XgwcOBArFy5EosXL0ZiYiIA4IsvvgAAlgwlEMG3sCBUIMbbC/jQGpRM0ghEflCO\n4zju5pOXl4dhw4bB5XJh4sSJGDduXIX7hoeH44svvkCPHj3wxhtvoGfPnhg0aNANLC13s/N4PLdU\nzPLQQw9VmJDkjTfegFgsxkcffYSkpCTcfvvtWL58ORo2bFhm35CQEJZPXjBgwACsWrUKr732GiZP\nngyDwYBHH30Udrsdn3zyCYqLixEdHQ2j0RiQ1XS1Wi2sVmuVJytXhYh4dzS6du0KjUaDn3/+OdhF\n4TiO42qQ4uJi9O/fHzt27MAdd9yBpKQkNgmuMq+++ipmzJgBo9GIP//885pWpeS48igUCpjN5oAO\nz6jtbDYbbDYbIiIiKhzqYzKZWFrNyxERLBYL1Go1JBIJiAjp6ekB/7tdtmwZLl68iISEBAwZMiQg\nx+RDa1ByoQ5kKiCO4zju5vDCCy9gx44diIyMxMaNG6sUxAPA9OnT0a9fP+Tn52P06NE8xTEXMB6P\nh8csl1Gr1YiMjKx0vH5YWFiFf78ikQg6nY7liheJRNXS+BYmu1Y161BV8EAePJDnOI7jytq6dSsW\nLVoEkUiEDRs2XFUWGrFYjLVr1yI6Ohq//vorFi1aVI0l5W4l1Z3ukas+RqMR+fn5LGd9IPAzAVe/\n3DHHcRx3c0tOTsbIkSNBRHjhhRfQs2fPqz5GZGQk1q9fD5FIhBdffBG//vprNZSUuxXx1YNrJ4PB\ngMLCQhgMhoAdkwfyKEktpFarg10MjuM4rgYwm824//77YbVaMWLECMyZM+eaj9WrVy/MnDkTPp8P\nDz30EAoLCwNYUu5Wxde+qZ0iIyORlZXFVo0NhBsayJvNZkyaNAmPP/44nnjiCUydOhUzZszAnDlz\nMHfuXCQlJQEoOUHXr1+PNm3aIDIyEmPGjMHFixf9jpWVlYXHH38c0dHRaNGiBT788EN4vV62nYiw\nZcsWdOzYERERERg6dCjLCXq5a1lcgeM4jrv5EBEeeeQRpKSkID4+Hh988MF1934uXLgQnTp1wsWL\nFzFhwgSe8pi7LlKp1C/e4WqPOnXqID09vXb3yBcVFSEjIwNnzpzBkSNHsGfPHpa7UwjWZ86ciTFj\nxqBHjx6YN28ejh8/jq5du7IFAbKystChQwfs3r0bs2fPxqBBgzBlyhS88MIL7HXeeOMNDB48GPHx\n8XjhhReQnZ2NLl26lGkQAFe33DHHcRx383rjjTfw7bffQq/X45tvvgnId4NMJsPnn38OjUaDL7/8\nEmvWrAlASblblVQq5ZOna6mwsDDY7XaWmz4gKMhSUlJIrVbTxIkTyefzUWpqKonFYlqzZg3bx2q1\nUlhYGL388stERPTEE09QgwYNqKioiO3z9ttvk0ajoYKCAsrNzSWlUsn2JyJyu93UpEkTeuaZZ/xe\n3+fzEQCaO3du9b5RjuM4rkbbsWMHicViAkBff/11wI+/du1aAkAajYbOnTsX8ONztwadTkcFBQXB\nLgZ3jaKjoyk9PT1gxwvqGHmfz4eHH34YjRo1wptvvgmRSIQtW7YgJiYGDz30ENtPrVbj/vvvx5Yt\nW0BE+PbbbzFlyhS/Wb+jR4+G1WrF7t278dNPP0EqleLJJ59k22UyGYYPH44tW7b4lUFoFQVylS2O\n4ziudvn7778xYsQI+Hw+PP/88xg6dGjAX+Phhx/GsGHDYLVa8cgjj/DhEdw1kUql8Hg8wS4Gd410\nOh0sFkvAjhfUQH7Tpk04ePAg3n77bTZG/cCBA+jUqVOZdJD16tXDhQsXkJaWhszMTNxxxx1+20ND\nQ6HRaHDhwgUcOHAAbdq0KXNLtF69erh48aLfJJGioiIAJRXLcRzH3XqsViuGDBkCk8mEAQMGYP78\n+dXyOiKRCO+++y6ioqKQlJSEpUuXVsvrcDc3jUYDm80W7GJw10itVsNqtQbseEEL5IkICxcuRJ8+\nfXD33Xezx10uV7kZZORyObxeL+tBL29529L7VHSM4uJiv4lLQqsokDk9OY7juNqBiDB+/HicOnUK\nLVq0wOeff84WhakOERERbIz8888/j1OnTlXba3E3J6VSCafTGexicNcoJCQkoA2xoAXyv/76K06e\nPInp06f7PR4REQGTyVRm/7y8PERFRSEiIgIAkJ+f77e9uLgYhYWFbJ/KjlE6kLfb7QBKKvadd96B\nSCQq87NgwYLrfbscx3FcDfTiiy9iw4YN0Gg02LRp0w25O9u/f3+MGzcObrcb48eP56kEuaui1WoD\nOjSDu7FCQ0MDmoY2aIH8ypUrER8fjz59+vg93rBhQ5w8ebLMhe3gwYPo3Lkz9Ho9QkNDcfz4cb/t\nhw8fhs/nQ+fOndGwYUOkpqbC4XCUe4zShMoMdMVyHMdxNdvGjRsxf/58iMVifPbZZ2jZsuUNe+3X\nX38d0dHR2L9/P1avXn3DXper/TQaTUCHZnA3lkajqf1j5LOzs/H1119j/PjxZfLzDhkyBOnp6di1\naxd77NixY9i3bx+6desGkUiEwYMHY926dWyiEBFh5cqViIqKQpMmTTBo0CDY7XZ888037Bjnz5/H\n1q1b0a1bN7/Xy8rKAgBERUUhJyenut4yx3EcV4Ps3bsXY8aMAVASVN9333039PX1ej1WrFgBAHju\nuedw4cKFG/r6XO0VGhpaZlQCV3tER0ez2DMQghLIf/LJJyAijBgxosy2Vq1aYciQIRg6dCgWLVqE\n1157DT169EDz5s3Z/tOnT8epU6fQq1cvvPfeexg2bBjWrl3LelaioqIwfvx4PP7445gzZw6WL1+O\nLl26ICwsDOPGjfN7PaEyo6OjsXz5chBRmR8+tIbjOO7mcebMGQwZMgQulwuTJ0/G1KlTg1KOYcOG\nYdiwYbDZbH5Z1jiuMjdzxyMRYcCAAfj5558r3Oftt9++6ob3119/jXr16uHXX3+93iJeN7VazYZ1\nB0JQAvl9+/Zh9OjRiIyMLLNNJBJh48aNmDVrFt577z0sXboUY8eOxe7du6FQKAAAbdq0wdGjR6FU\nKjF79mycO3cOX375JSZNmsSO8+6772Lp0qX4/PPPsXjxYgwcOBD79u1DaGio3+uZzWYACOgqWxzH\ncVzNlJWVhX79+iE/Px+DBg3CW2+9dd0rt16PFStWQKfTYevWrdi6dWvQysHVHjfzUGCTyYRt27Zh\n586dFe6zbdu2SgP98uTm5iI9Pb1G1JtarQ7oZFfplXcJvHXr1kEul1e4XS6XY+bMmZg5c2aF+7Rs\n2RLbt2+vcLtEIsHkyZMxefLkSsuSn5+PkJAQyGSyKxec4ziOq7WKiorQv39/nDt3Dp07d8aGDRuq\nNUNNVURHR2PBggWYNm0apkyZgu7du/N0yFylAp31pCYRUoJXNgGciK56gvikSZMwceLEoDbaBWFh\nYfj7778Ddryg9MhrNJpKA/kbKTMzEzExMcEuBsdxHFeN3G43hg0bhmPHjqFp06bYunVruWmKg2HK\nlCno0KEDzp8/j6effjrYxeFquLCwMOTl5QW7GNWiuLi4SvuIxf+Grxs3bsQvv/wCoKRz9ssvv0Ry\ncnKVXzMnJwc//vgj/vzzTxw5coQ9np6ejkOHDvnt63Q6ceDAgTLHcLlcOHPmDDIyMkBElb5eeHh4\nuZkVr1VQF4SqCUwmE0tpyXEcx918vF4vxo4di59//hmRkZHYtm1bjbruy2QyrFu3DkqlEh9//LFf\nsgeOu5xer2c91zeb0gF6RVwuF1QqFfv/woULMXv2bGzduhUtW7bE8OHDER8fj23btrF9lixZghYt\nWvgd5+LFixg2bBji4uLQv39/tG/fHh07dsSZM2cAANOmTcOAAQP8nvPJJ5+ga9euSE1NZY+tWbMG\njRo1QvPmzREXF4dmzZphz549FZb/pskjX1Pk5OQgLCws2MXgOI7jqgERYcqUKdiwYQO0Wi22bduG\nxo0bB7tYZbRs2RKzZ88GAEyYMIEv+MNV6Kqznng8wBV6iWuKqgx1y87O9ht+plKpkJKSgqFDh6Jh\nw4b46KOPIJFI8P7777N9Tp8+jXPnzrH/m0wmdO/eHZs3b8bcuXPx999/4/XXXwdQcvcOAJKTk8vM\nqxSyS0mlJSPT161bh8ceewxt27bFp59+irfeegtisRjjx4+vsPxKpZItbhoIQRkjX5Okp6fjjjvu\nCHYxOI7juAAjIvzvf//DqlWroFAosHnzZnTo0CHYxarQjBkz8MUXX+DUqVN46aWXsHDhwmAXiauB\nYmJikJmZWbWdiQClsuT3kBBApwP0+pLfNZqSn7AwIDISCA0t+dHpAK0WkMsBlQpQq0uOoVKV/CuT\nlWxTKEp+l0iAAI09F5KaCOnFL+fz+XD+/Hn07NmTPeb1elFYWIh27dph586dUKvVWLdund84dIvF\nAq1Wy/6/cuVKXLx4EZ9//jlGjhzp99rCv/n5+WjevLnf6ws96RqNBkSEefPmoVu3bti6dStEIhG+\n//57OJ3OMg2A0gKdPvSWDuSLi4uRl5eH6OjoYBeF4ziOC7C5c+fi9ddfh1QqxVdffYWEhIRgF6lS\ncrkcK1euxN13342XXnoJiYmJaNu2bbCLxdUw0dHRVQ/khTHnPh9gtZb8ZGQEvlBeL1CFYTFXotfr\nAaDCQDczMxMulwtt2rRhjwnZB5ctW8bmvSiVSr9Fl8xmMzs2AHz++edo3Lgxhg8fzh4ThitpNBr2\nmNDzLvB4PABKhsckJyfj3LlzePPNN7Ft2zYsXrwY+/fvR3x8PDZu3FjhezQYDAHNnnNLB/LCh8ZT\nT3Icx91cFi9ejCVLlkAikeCLL77AoEGDgl2kKunevTsmTZqEVatW4fHHH8eBAweCnlmHq1lCQ0Ph\ndDrhcDj8xoqXSyYrCbI9HsDhAAoLAYsFsNn+Dexzc4H8fMBkKtluNpfs43aXPMdmA5zOkt+dzpJj\nud2Ay/XvsJ0ABPFASWrGqKgoHDx4sNztwvyR0oF8QUEBGjdu7NdQt9vtfhlqnE4nlP9/Z6K4uBh/\n/fUXhg8f7jcmXwiuheHWGo2mzBA34ZhisRh//fUXgJK1jVJTU9GuXTts2LABw4YNq/RvNtB55G/p\nQL6goAAAD+Q5juNuFkSEF154AQsWLIBIJMK6deswdOjQYBfrqrz66qv4/vvvcejQISxduhT/+9//\ngl0krgYRiURseE2jRo2q9iSZrOSnOlKbBnj8/cCBA/HRRx/hxIkTiI+P99v2wQcfQK1Wo3///v//\n0gSz2Yw+ffr4Be5KpdJvQrBYLPZLWSkWi8tkyDl//jx0Oh3LqhgTE1Nm4S0h8Pf5fCxteUREBJYv\nX45+/fqxMhARiouLy01trlQq4XA4rq5SKnFLT3YVWl9GozHIJeE4juOulzBmdcGCBRCLxVi7di0b\n/1qbaLVaNlFv/vz5SElJCXKJuJpGr9fXiMWNAARsfLxg3LhxAIAHH3yQZYchIrz66qtISkrC1KlT\n2YKiXq8XROQ3bAYoGX6Ul5cHq9UKoGTYmjCJVSqV4r777sPWrVvx+++/AygZyvPLL78gLi6OHaN+\n/fo4e/YsG6LjdDpZBzARoWfPntDpdIiIiMBdd93FgviCggKMGDGiwtVnZTIZG6ITCLd0IC98OKXH\nQ3Ecx3G1jxDEL1q0CBKJBJ999hkefvjhYBfrmvXr1w9jx46F0+nE2LFjq5Rfm7t1XNWE11qma9eu\neOmll3Dy5Em0aNECXbt2Rfv27TFjxgz07NkT06dPZ/tKpVJoNBo2Tl5Qv359AP9mmVEqlX498kuW\nLIFOp8Odd96J9u3bo1WrVjCZTOx5ADB48GC4XC5ER0cjLi4OWq0W69atA1AyVl6r1WLJkiX47rvv\nEBsbix49eqBr166IiYnBpk2bMHbs2HLfn1QqrXAy77XggTzAV9HjOI6rxYgIs2fPZkH8+vXrMWLE\niGAX67otW7YMderUwe+//47FixcHuzhcDRIWFhbQRYVqmpkzZ+L8+fNYsGABYmJi0KxZM3z00UfY\nuXNnmeHQDz/8MHr37u332N13343o6GgW37300kv48MMP2fZWrVrh9OnTeOedd9C6dWsMHDgQAPwC\n+QceeAAff/wx7rzzTjRs2BBjx47Fs88+C71ez8bAP/nkkzh48CDGjx8PkUgEo9GIGTNmIDk5GaNG\njSr3vYlEoisuGnU1RBTIo9Uyn3/+OUaPHo2//voLLVu2DHZxOI7juKtUXFyMcePGYe3atTdVEC/Y\ntWsXevXqBYlEgr179/J0yRwAYOrUqahXrx6mTZsW7KLcFMxmMwwGA1544QU8//zzle5bXFxcJpvN\n1SAiiMXigAXzt3SPvJAPtKYs081xHMdVncfjwciRI7F27VqEhITgu+++u6mCeABsKIHX68WYMWMC\nmu2Cq73Cw8ORl5cX7GLcNIQFtoSx95W5niC+OvBAHjyQ5ziOq208Hg9Gjx6Nr7/+Gnq9Hr/88gu7\nPX6zWbRoEdq0aYPU1FS2+it3awsJCQlo5pNbXcb/59a/EXMmAz0Q5pYO5IWejZCQkCCXhOM4jqsq\nm82GxMREfPXVV9Dr9fjpp5/QpUuXYBer2igUCnz88ceQSqVYvnw5du7cGewicUGm0WhYRhbu+tWp\nU4eNxa9uROSXKvN63fKBvEgkYosEcBzHcTWbxWLBvffeiy1btiA0NBQ7duzA7bffHuxiVbuOHTti\n3rx5AIAxY8bwYRW3OJ1O57dyKXd9mjZtioyMDHTu3LnaX+t6x9hf7pYO5N1uN+RyeUBbRhzHcVz1\nsFqtGDBgAPbt24e6deti37596NSpU7CLdcPMmjUL3bp1Q0ZGBh5//PGA36Lnag+DwcBymnO1i9vt\nLnehqGt1ywfygaxMjuM4rnoUFRWhf//+2Lt3L+rUqYNdu3bdctnGpFIp1q9fD4PBgM2bN2PVqlXB\nLhIXJHq9vkzudK52EDqRA+WWDuRdLhcUCkWwi8FxHMdVoqCgAH369PEL4hs3bhzsYgVFvXr1sHr1\nagDAtGnTcOrUqSCXiAsGPka+9uJDawLI4XBApVIFuxgcx3FcBUwmE3r37o2DBw+iYcOG2LNnD5o0\naRLsYgXV8OHD8cgjj8DpdGLkyJE8e8ktSKvV8jHytZTT6Qxo7HlLB/I2m42nnuQ4jquhcnNz0atX\nLxw9ehRNmzZFUlISGjZsGOxi1QgrVqxAs2bNcPLkSUydOjXYxeFuMLlcDpfLFexicNcg0ENrgprV\n3ufzYc+ePejRo0e5E07Pnj2LU6dOoXnz5mjRokWZ7cXFxUhKSoLL5UJCQkK5aSTT0tJw5MgRNGjQ\nAO3atfPbxgN5juO4munSpUu499578ddff6F58+b45ZdfEBsbG+xi1RgajQZffPEF7rjjDrz33ntI\nSEiocEl47uYjkUjg8/mCXYxrQkSwWCwoKipiP1lZWez3/Px8WCwW2Gw2OBwOuFwuWCwW9pjFYoHb\n7YbT6fT71+v1llsnYrEYUqkUEokECoUCarUaKpUKKpUKcrkcKpUKWq0WCoUCCoUCKpUKRqMRISEh\n0Gg0MBgMMBqNMBgM0Ol0iIiIgF6vZ8e42oQply5dgl6vD1R1QkRBmvbu9Xrx2GOPYdOmTUhLS4PB\nYGDbPB4PnnnmGaxcuRI+nw8ikQhjx47F6tWrWSvm4MGDePTRR/HXX38BAGJjY/Hhhx+iX79+AEoa\nCc8//zxef/11uN1uAMADDzyATz75hCX879OnD6xWK/bv338j3zrHcRxXiTNnzuCee+5BWloaWrdu\njZ07dyIqKirYxaqRVq1ahSeeeAIajQaHDh1C8+bNg10k7gYQgkej0ciCTrVaDa1WC61Wi+joaOj1\nekRERECj0SA0NBRKpdIvkFUqlQgJCYFMJoNcLmeBrEQiYccnIhQXF8Pn86G4uBgOhwMejwderxce\njwdOpxN2ux1WqxVFRUWw2Wyw2+2w2+3Iy8uDxWJBbm4uTCYT0tPTYTKZUFBQAJFIBJ1OB4PBAK1W\ni6ioKOj1euh0OhiNRmi1WoSEhLByCu9LrVZDo9GwAPzycovFYojFYlZ2n88Hn88Hr9cLr9cLp9PJ\nGghOpxMulwtOpxMWi4U1CBwOB0wmE+x2O2w2GwoKClBQUACz2Qyz2YycnBwUFRXBbrejuLgYERER\nMBgMCA8Ph8FgQExMDMLDw6HX69l70el0UKvVUCgUePHFF9G/f39MmTIlIOdCUHrkiQj//e9/8dVX\nX+H777/3C+IBYN68efjkk0+wfv16JCYmYteuXRg5ciSaNWuGWbNmIT8/H4MGDUL79u3xww8/QKfT\nYcaMGfjPf/6DCxcuwGg04q233sJrr72Gt99+G4888ggOHTqE4cOHY+7cuXjzzTcBlAT7wgfOcRzH\nBV9qaioSEhKQmZmJu+66C5s3b4bRaAx2sWqsiRMnIikpCRs2bEBiYiIOHDhwQ1an5ILL6/XC5XLB\narWioKCABdNCQJ2ZmQmz2Yy///6bBaNCoCoE2y6XCzabDR6PB263G263Gy6XC16v1++1JBIJJBIJ\npKtr4Z4AACAASURBVFIpVCoVpFIp+1GpVKznWq/XIyQkhAXgYWFhiI2NRbt27djv4eHhCA0NhVar\nrfY6EolErOxChkK1Wo2wsLCAvYbH40Fubi4KCgqQl5eHwsJCZGZmIi8vD3l5eUhNTYXVakVhYSHs\ndjvcbjf0ej0effTRgJUBFATfffcdKRQKSkpKKrPN4XCQSqWiZcuW+T0+d+5ciomJIa/XS0uXLiW9\nXk9FRUVsu91uJ71eT6+//jr5fD6KiYmhmTNn+h1jxYoVpNFoyGq1EhFRQkICdevWrRreIcdxHHe1\nzpw5Q7GxsQSAEhIS2LWaq1xRURG1aNGCANDo0aPJ5/MFu0gcx13mxIkTdPr06YAf94Z3RxMRXnrp\nJcydOxcRERFITk72W9Ri7969cDgcGDNmjN/zevTogczMTOTk5GD79u1ITEz0a9GpVCp06dIFR48e\nxcmTJ5GZmVnuMaxWK86ePcvKwnvkOY7jgu/EiRO4++67kZGRgR49euD777/nc5iqSKvVYtOmTVCr\n1fjss8+wYsWKYBeJ47jLTJkyBRMnTgz4cW94FPvrr7/iwIEDeOedd9CqVSu0bNkSTZs2xYEDBwCU\n3FYNDQ0tcys1IiICAJCZmYnU1NRycwhHRESw7QDK7FP6GAK+qitXWn5+PubOnYvExER8+eWXZW4x\nchwXeMeOHUOPHj2QlZWFnj178iD+GrRs2RIffvghgJL88j///HOQS8Rx3OWqI+a84YH89u3bERIS\ngqeeegoHDx7E5s2bERISgkceeQREBKVSySanluZ0OgEACoUCSqUSHo+n3H2E7QDK7FP6GALiS1xz\nKEkH9eabb6JJkyZYvHgxNm3ahOHDh6Nbt258wRWOq0Z//vkn7rnnHhQUFOC+++7DDz/8wMd4X6MR\nI0Zg1qxZ8Hq9+M9//oOUlJRgF4njuFKqI+a84YF8dnY27r77bsyaNQudO3fGfffdh7feegspKSk4\nd+4cIiMjYbPZYLPZ/J6XlpYGqVSKhg0bIjIyEtnZ2WWOnZaWhubNmyMyMhIAkJOTU2Y7ADarXyQS\nsVRFwizt8n4WLFgQ6GrgapAdO3agbdu2eOaZZ1BQUIBevXrhtddeQ2xsLA4cOIDbbrsNCxcuLLeB\nyXHctTt9+jT69OkDk8mEAQMG4Msvv2QdMdy1WbRoEYYOHQqz2Yz777+fLxrEcTVE6ZgzkG54IB8a\nGgqTyeT3mHAL1ePxoGPHjhCJRPjll1/89hGCLZVKhdtvvx2//PKLX8smPz8fhw8fxu23345WrVoh\nJCQEO3fuLHOMuLg4lotYJpOxXnthRjN36zh//jxGjRqFPn36ICUlBc2bN8eWLVuwY8cOTJ8+HX/9\n9RcmTJgAj8eDBQsWoHPnzjh27Fiwi81xN4WUlBT06tULubm5uPfee7Fp0ya/u6XctRGLxVi7di1a\nt26N5ORkdreb47jgKh1zBtIND+Q7duyII0eOsN5xAPj+++8RFxeHpk2bIjo6GgkJCXj55ZeRn58P\nAPj555+xdu1aDB48GEDJ7cOUlBSsWbMGRASn04knn3wScrkc99xzD0JCQjB48GAsW7aMjYf//fff\nsWLFCnYMoGSIjbAyGv8CuXXk5eXh2WefRfPmzbFhwwaoVCosWbIEx48fx6BBg9gYNr1ej9WrV2PX\nrl1o1KgRjh8/jk6dOmHu3Ll8RT2Ouw6pqano2bMnGxPPg/jA0mg02LRpE/R6PTZt2oQXX3wx2EXi\nuP9j777DmrzaMIDfYcoW3IooDtyzKgLujQIKiusTd93iaN22ap3g3lirxUXrHhX3xFHFiVvcWwEV\nkRkg9/fHW4MUtaAJL+P8rsurNePNnRjCk/Oe85xc7+OaU6M03gfnPyQkJLBs2bK0tbWlr68v+/Xr\nR4VCQT8/P/Vtrl27RltbW1paWrJWrVrU0dGhk5NTqlZkkyZNoo6ODitXrkxra2saGBhw1apV6usf\nPXrESpUq0czMjLVr16a+vj6rVKnC8PBw9W3at2/PChUqZM4TF2QXHR3NKVOm0NTUlADUrdoePHiQ\nrvsOHTqUCoWCAFixYkUGBwdrP7Qg5DCPHz9miRIl1C0mY2Ji5I6UYwUGBqo/s7Zt2yZ3HEHI1bRV\nc8qys2tERATmzp2LkydPonDhwujXrx+aN2+e6jaxsbFYtWoVnj17Bnt7e7Rr1y7Nat/z589jx44d\nyJMnD7p37w4bG5tU1yuVSvj7++PevXuoVq0aOnXqBF1dXfX1Xl5eOHnyJB48eKC9JyvILjk5GevW\nrcOYMWPU6yacnZ0xffp01KhRI0PHOnHiBPr06YM7d+5AV1cXY8eOxcSJE8W8XkFIh7CwMDRo0AC3\nb99G3bp1cfDgQbGwVct8fX0xZswYmJiY4NSpU6hWrZrckQQhV9JWzSlLIZ9V9O/fHzt27Pjkwlkh\n+yOJXbt2YcKECerOM3Xq1IGvry8aNmz41ceNi4vDxIkTMX/+fJBExYoVsWbNGtSqVUtT0QUhx3n3\n7h0aN26MS5cuoWrVqjh27BgsLS3ljpXjkUT37t2xfv16FC9eHCdPnkwz6CUIgvZpq+bM1bshGRgY\niE4kOVRISAiaN2+Odu3a4fr167CxscHatWtx5syZbyriAWnzsblz5+LEiROws7PDjRs3ULduXUyc\nOFG8nwThE+Lj49G2bVtcunQJZcqUwYEDB0QRn0kUCgVWrlwJR0dHPHnyBG3btk3TFU4QBO3TVs2Z\nqwt5IyMjxMXFyR1D0KDQ0FB07NgR1atXx+HDh2FpaYmFCxciNDQUXl5eGt2MwcnJCZcuXcLw4cOh\nUqkwffp0ODg44NatWxp7DEHI7pKTk9G1a1ccP34cRYoUwcGDB1GoUCG5Y+UqefLkwe7du1GmTBlc\nvnwZnp6eYtBBEDKZtmrOXF3IGxsbIyEhQSt9PYXMFRYWhmHDhqFSpUrYvHkzDA0NMWzYMNy5cwfe\n3t5a64hhbGyM+fPn49ixYyhZsiQuXryImjVr4tdffxUt34RcjySGDBmC7du3I2/evNi/fz9Kliwp\nd6xcydLSEoGBgcifPz/27t2Lvn37is8oQchE2qo5c30hD0gLa4XsKSIiAuPHj0epUqWwaNEiJCcn\no0+fPrh37x4WLFiAfPnyZUqOBg0aICQkBF5eXoiLi0P//v3RoUMHdQtVQciNZsyYAT8/PxgaGmLX\nrl2oUqWK3JFyNTs7O+zbtw8mJiZYt24dZsyYIXckQcg1tFVz5upC3sjICADE9Jps6OXLlxg1ahRK\nliyJmTNnIiYmBi4uLrh8+TJ+++03FCtWLNMzmZubY+3atdiwYQPMzMywbds2VK9eHSdPnsz0LIIg\nt3Xr1mHixIlQKBQICAhA/fr15Y4kQNrLJSAgAAqFAhMnTsTOnTvljiQIuYK2as5cXch/aBkYHx8v\ncxIhve7fv49BgwahZMmSmDNnDmJiYuDs7IwzZ87gr7/+QtWqVeWOiK5du+Ly5cuwt7fHkydP0KhR\nI8ydO1ecxhZyjaCgIPTp0wcAsHDhQnh4eMicSPiYm5sbZs6cCQDo1q0bbty4IXMiQcj5tFVz5upC\n3sTEBADECv5s4NKlS+jatSvs7OywfPlyJCQkwN3dHefOncOePXtgb28vd8RUSpUqhRMnTmD06NFI\nTk7Gjz/+iE6dOiEqKkruaIKgVaGhoWjXrh0SExPh7e2NoUOHyh1J+ITRo0ejU6dOiI6OhrOzc6rd\n1gVB0Dxt1Zy5upD/sBGJKOSzJpVKhd27d6NJkyaoWbMm/vjjDygUCnTv3h3Xr1/Htm3bsnTvdn19\nffj4+GDbtm0wMzPD5s2bUbt2bYSEhMgdTRC0IioqCm5ubnj79i1cXV0xb948uSMJn6FQKLB69WrU\nrVsXjx8/RrNmzcSeKoKgRdqqOXN1If/h21F0dLTMSYSPxcbGYvny5ahcuTJcXV1x9OhRmJqaYsSI\nEbh37x7WrFmDihUryh0z3dzd3XH+/HlUqVIFoaGhqFu3LlauXCmm2gg5SnJyMrp06YLbt2+jcuXK\nCAgISLWTtpD1GBsbY8+ePahWrRpCQ0PRokULvH37Vu5YgpAjaavmzNWF/IdvR6KQzxqePn2K8ePH\no3jx4hg0aBBu3rwJa2trzJ49G0+fPsW8efOy7Y6EdnZ2OHPmDPr27Yv4+Hj069cPvXr1EguthRxj\n6tSp2LNnD/Lly4cdO3aoP1+FrM3S0hIHDhxAuXLlcOXKFXh4eIge84KgBdqqOXN1IS+61shPpVLh\n0KFD6NChg7oDzZs3b1CnTh1s3LgR9+/fx48//ggLCwu5o34zY2NjrFy5EuvWrYORkRHWrFmDunXr\n4v79+3JHE4Rvsn//fvzyyy9QKBT4888/Ubp0abkjCRlQsGBBHDhwAIULF8axY8cwYsQIuSMJQo4j\ne9eahw8fYtmyZfjtt9/Ulz179gyBgYF49+6dRkNlFnNzcwAQCxBlEB4ejtmzZ6NChQpo3rw5tm7d\nCoVCAU9PT5w6dQpnz55Fx44doa+vL3dUjevWrRvOnDmDsmXL4sqVK/juu+8QGBgodyxB+Cr3799H\n586dQRKTJ09Gs2bN5I4kfAUbGxvs2LEDBgYGWLZsGZYvXy53JEHIUbRVc6a7kF+wYAEGDx6MQ4cO\nAQACAgJQunRpuLi4oHz58tlykYyVlRUAiDmBmSQpKQk7duxAhw4dYG1tjdGjRyM0NBTW1taYPHky\nHj16hE2bNsHR0VHuqFpXtWpVnDt3Dm3btkVkZCRcXV3xyy+/iF2GhWwlISEBnTt3RmRkJNzc3DBx\n4kS5IwnfwN7eXj1YN3ToUPXve0EQvp22as50F/LOzs4ApJ36lEolRo4cibZt2+LBgweIjo7G+vXr\nNRosM5iamkJPTw8RERFyR8nR7t69i7Fjx8LGxgbu7u7YunUrkpKS0KZNG+zcuRMPHjzApEmTULRo\nUbmjZioLCwts27YN06ZNAwBMmjQJ7u7uYs2GkC2QxODBg3Hu3DmUKFEC/v7+0NHJ1bM1cwQvLy+M\nGTMGycnJaN++Pa5fvy53JEHIEbRVc6b7U7dx48YwMzPD+vXrERwcjFevXuGnn35CyZIlUb58+Ww5\nz1dHRwdFihTB8+fP5Y6S4yQmJmLTpk1o0KABypYtCx8fH7x48QLlypWDr68vHj16hN27d8PNzQ16\nenpyx5WNjo4OJkyYgD179sDS0hK7du2Cg4MD7t69K3c0QfiixYsXY9WqVciTJw+2bdsGS0tLuSMJ\nGjJjxgx4enoiKioK7dq1Q2RkpNyRBCHb01bNme4KysDAAF26dIGPjw8OHz6MggULomLFiiCJsLAw\n5M2bV6PBMou1tTWePn0qd4wc4+7du1i1ahXWrl2rfrOamJigffv26NevHxwdHaFQKGROmfW0atUK\nZ8+ehaurK65duwZ7e3vs3LkT9erVkzuaIKRx4MAB9YLI1atXo2bNmjInEjRJR0cH/v7+CA0NRUhI\nCLp06YK//vorVw+6CIImaKPmzNB5UF9fX3Tt2hURERGYO3cudHR0EBgYiMePH8PV1VWjwTJLoUKF\nEB4eLneMbC0hIQGbNm1CixYtULZsWcyaNQvPnz9H+fLlsWTJErx48QJr1qyBk5OTKOK/oGzZsggO\nDkabNm3w5s0bNGvWDFu3bpU7liCkcvPmTXTs2BEqlQoTJkxAly5d5I4kaIGxsTG2b9+O/PnzY9++\nfRgzZozckQQh29NKzclv9PLlSwYGBn7rYWTTo0cP2tjYyB0jW3r8+DHHjh3L/PnzEwABME+ePOzZ\nsyeDgoKoUqnkjpgtJSYmcsCAAerXdPLkyeK1FLKEt2/fsnTp0gRADw8PJicnyx1JXomJ5JQpZPny\n5KlTcqfRiqCgIOrr6xMAAwIC5I4jCNmaNmrODI3Iu7q6omnTppg+fTrOnDmD5ORkFCpUCK1bt9bs\nt4tMZGpqivfv38sdI9sgif3796N169YoWbIkZs2ahYiICFStWhWLFi3C8+fP8fvvv6N+/fpi9P0r\n6enpYdmyZZg9ezZ0dHQwefJk9O7dGwkJCXJHE3Kx5ORkdO3aFffu3UONGjWwbt263L249eVLoEkT\nYNIk4NYtoFcv4PVruVNpXP369TF//nwAQN++fcXiV0H4BtqoOTP0Kfz999+ruxM4ODigcOHC8PLy\nQmBgYLbdbt7Y2BixsbFyx8jy3r9/Dz8/P1SuXBmtWrXC3r17oauri06dOuH06dO4fPkyhg4dKha8\naYhCocCPP/6Ibdu2wcjICP7+/mjQoAFevHghdzQhl5owYQL27t2LfPnyYcuWLTA2NpY7knxOngRq\n1gROnAA+bFYXGgq0agXkwIGhQYMGwcvLC7GxsejQoYPorCUIX0kbNWeGVq64ubnBzc0NAPDy5Usc\nP34cv//+O1xcXDB48GAsWbLkP48RFhaG2bNnQ09PD0qlEomJidDV1UVMTAxmzZql7rMZGxuLhQsX\n4u+//0bJkiUxatQoFC9ePNWxLl26hAULFuDdu3dwd3dHt27doKurq75eqVTCz88Phw8fRqFChTBq\n1CiULVs21THMzc2RkJAApVIJAwODjLwcucLDhw+xZMkSrFy5Ur2JQbFixTB48GD069cP+fLlkzlh\nzta2bVucOnUK7u7uCA4OhoODA/bs2YOKFSvKHU3IRdauXQsfHx/o6upiy5YtKFWqlNyR5KFSAb6+\nwMSJQHIy0KABsHGjdHn9+sD584CnJ7B7N5CDFoYqFAosX74cFy5cwI0bNzB48GCsWbNG7liCkO1o\npebMyDychw8fcunSpezfvz/r1atHS0tLAmC1atV49OjRdB0jIiKCAGhra0tHR0c2bNiQTk5O7Nmz\nJ9+8eUOSfP78OW1tbWllZcXu3buzUqVKNDIy4tmzZ9XHWbRoERUKBZ2cnNi5c2fmyZOHrVu3Vs/Z\njIyMZNWqVWliYsJu3bqxVq1a1NPT4969e1PlWbhwIQEwIiIiIy9FjqZSqXjkyBG6u7tTR0dHPVe7\nXr16DAgIoFKplDtirhMWFsa6desSAM3Nzblz5065Iwm5xMmTJ2loaEgAXLZsmdxx5BMeTrZqRQLS\nn9GjpTnyH9y9SxYoIF03bJh8ObXo+vXrNDIyIgCuW7dO7jiCkO1oo+bMUCH/oZDQ0dHhwIEDeezY\nMYaHh2foAaOjowmAO3bs+OxtOnXqRDs7O7569YokmZSUxNatW7Nx48YkyXv37lFPT4/Tp09XLwIM\nCQmhQqHgnj17SJLe3t4sXLgwHzx4QFIqTnv27MlKlSqlWji4bt06AuCtW7cy9DxyooSEBK5Zs4ZV\nqlRRF+/6+vr83//+x/Pnz8sdL9eLiYmhp6en+t9m3LhxYrGhoFWPHz9mgQIFCICDBw+WO458Tp0i\nra2lIj1fPnL37k/fLiiI1NeXbjdjRuZmzCQrV64kAJqamjI0NFTuOIKQrWij5sxQIR8REcHly5ez\nVatWNDAwYJ06dbhkyZIMfbO4f/8+AXDTpk2cMGEC//e///GXX37h27dvSUrFioGBAdeuXZvqfoGB\ngQTAZ8+e0cfHh0WLFmXix6MhJBs1asQuXbowOTmZBQoU4OzZs1Ndf/78eQLgxYsX1Zft2bOHAHj6\n9OmMvBQ5SlRUFOfOnUtra2t1kVi4cGFOmjSJz58/lzue8BGVSkUfHx/q6uoSAFu3bs3Xr1/LHUvI\ngWJiYli7dm0CYLNmzdJ83uYKSUnkzJmkrq5UnDs4kE+efPk+f/xBKhTS7XPgGQyVSsVOnToRAL/7\n7jsmJCTIHUkQsg1t1Jxf3X4yMjKSixcvpo2NDfX19enn55eu+506dUpdLJYvX54eHh4sWLAgy5cv\nT6VSySNHjhAAX758mep+d+/eJQCeOHGCzs7O7NatW5pj9+/fn/b29rx+/ToBMCQkJNX179+/JwBu\n2bJFfdnRo0cJgIcPH/6KVyF7Cw8P508//aSeIgWAFStW5OrVq8WHcxZ36NAhWllZEQBtbGx44cIF\nuSMJOUhycjI7dOhAACxZsmTunHr47BnZoEHKVJoffiDTO61wxQrpPgqFVNjnMJGRkSxRogQBcNSo\nUXLHEYRsQxs1Z4a61ixZsgRubm6oVasWSpcujaFDh+LJkyeoW7dumkWkn/Pq1SsAwODBg3H9+nVs\n3boVZ86cwd27d7Fjxw68ffsWANIsojQzMwMgdU95+/Yt8ufPn+bYZmZmiI6OVh/j37cxMTGBQqFI\n1frnw460uWkL6hcvXuCHH35AiRIlMHXqVLx9+xZOTk7466+/cPXqVfTq1Uss/M3imjZtiosXL6JO\nnTp4/PgxHB0dsXLlymzbPUrIWsaPH48tW7bA3Nwcu3fvzn2L2o8fl7rSBAUBhQsDe/cCc+YA+vrp\nu3+/foCPj/QVoHt34MAB7ebNZBYWFggICICuri7mzJmDY8eOyR1JELIFbdScGSrkr169iqSkJDg5\nOWHq1Kk4cuQI3rx5g6CgIDRp0iRdx3BycsKKFSuwaNEidQ9iW1tbVKlSBSEhIequNe/evUt1vw9P\n2tLSElZWVp98ESIjI5E3b171Mf59m6ioKJBM1SKxQIECAIDw8HD8+eefUCgUaf5Mnjw5Xc8tq3v5\n8iWGDRsGW1tbzJs3D7GxsXB2dsaJEydw8uRJuLi45O6+0NlMiRIlEBQUhH79+iEhIQH9+vVDnz59\nRDtV4ZsEBATAx8cHenp62LJlCypVqiR3pMzzoStN06bAq1dA48ZASIjUVjKjRo0CRowAEhOBdu2A\no0c1n1dGjo6OGD9+PEjCy8tLPYAmCMLnfVxzakqGqrYVK1Zgz549WLhwIQYOHIjGjRvj9OnTePLk\nSbqPUbBgQfTr1y9NwahUKhEXF4dixYoBAO7du5fq+qtXr0JXVxdVqlRBsWLFcP/+/TTHvnr1KmrW\nrIkiRYp89hgAULNmTfVlFv/0AI6KilKP+uc0YWFhGDlyJGxtbbFo0SIkJCTA3d0dFy5cwJ49e1Cv\nXj25IwpfydDQECtWrMCaNWtgZGSE33//HXXq1MGNGzfkjiZkQ6dPn0bv3r0BAAsWLEDz5s1lTpSJ\nwsKkgn3MGKm15Jgx0kh6wYJfdzyFQhrF79sXiIsDXF2Bv//WbGaZ/fTTT7C3t8fTp08xcOBAueMI\nQpb3cc2pKRkq5B8/foxu3bph2rRpUKlUAIDNmzejcePGUCqV6TqGSqVKM9p+69Yt3Lp1C/Xr10eZ\nMmVQqlQpbN26NdVtNm3ahCpVqsDExAStWrXCyZMn8fLlS/X1Dx48wPnz52Fvb4+8efPCwcHhk8co\nUqQIrK2t1ZcZGhoCAOLj45EnT570vxjZwNu3bzFmzBjY2tpi/vz5iI+PR7t27RASEoJt27al+kIj\nZG/du3fHmTNnUK5cOVy/fh21atUSU22EDHn48CHatm2LhIQEDBgwAIMGDZI7UuY5exaoVQs4eBDI\nnx/46y9g1qxv7wWvowOsWAF06wbExEhfFM6d00zmLEBfXx8bNmyAiYkJNm7ciM2bN8sdSRCytI9r\nTo3JyIT6du3asVatWjQzM+OKFStISu0kTU1Nuftz7bj+Zf369bSysuKJEyeoVCr5999/s3z58ixR\nogTj4+NJkrNnz6ahoSHnz5/PkJAQDhkyhAC4evVqkmRsbCxLlizJOnXqMCgoiAcPHmSpUqVYrFgx\nxsTEkCTXrl1LHR0dTp06lVeuXOFPP/1EAJw5c2aqPCqVioaGhhw9enRGXoosLSYmhjNmzKCFhYV6\nEauLiwsvXbokdzRBy96/f88ePXqo/907dOig3p9BED7n/fv3rFq1KgGwZcuWuatDzapVpIFBSlea\nZ880/xiJiWSHDtJj5M1Lnjun+ceQ0bJlywiABQoUyJ0LowUhnbRRc2aokC9SpAjXrl3LOXPmsHjx\n4urOJvXq1eP06dPTdYzY2Fh27NhRXWgAYM2aNXn9+nX1bZKSkujr66veeMLS0pJz585N1f/9zp07\nbNy4sfoYjRo14tWrV9XXq1Qq+vn5qYtZExMT/vzzz0xKSvrk8+rbt29GXoosKT4+nkuXLmXRokXV\nr0vTpk0ZHBwsdzQhk23YsIFmZmYEwOLFi6d7wzYh90lKSqKLiwsB0M7OTt0KOMeLiyP79UvpSjN4\nMKnNbl1KJenhIT2WuTmZg1oeJycns2HDhgTAjh07yh1HELI0TdecGSrkbWxsuGzZMsbGxrJgwYLq\nEfIqVapwyZIlGXrgGzducPv27bxw4UKqAv1jUVFRDA0NVY+y/5tKpeKjR4/4+PHjzx4jOjqaoaGh\njIqK+mwWOzu7bP3hk5SURH9/f3U7sA9fjg4ePCh3NEFGd+/epb29PQFQoVBwxIgRjI2NlTuWkIWo\nVCoOGjSIAGhlZZV7Nvh59oysU0cqqg0Nyd9+y5zHVSpTRuZNTMgjRzLncTPBvXv3aGJiQgD8888/\n5Y4jCFmWpmvODBXyM2fOZP78+blnzx7OmDGD5cqV4+7du6lQKFKNhmc31apVo6urq9wxMkylUnHv\n3r2sVKmSuoCvVKkSN2/eLHb8FEiSSqWSP//8s3oDqYoVK4ozNILa9OnTCYCGhoY8fvy43HEyR3Aw\nWbSoVEyXKEFm9h4MiYmkl5f0+HnykP/sRp4T+Pn5qc+ii80EBeHTNF1zZqiQVyqVHDVqFI2MjNRT\nVvT09Dhx4kSNBZJDnTp12KJFC7ljZMilS5fYpEkTdQFfsmRJrl279pNThwQhODiY5cqVIwDq6Ohw\nwoQJYtOvXG7lypXqszWbN2+WO07mCAiQRuABabOn8HB5ciQnkwMGSDn09ckc8vqrVCq2atWKANi2\nbdvPnikXhNxM0zXnV+3s+vr1ax49epQbN27kgwcPNBZGLo6OjmzSpIncMdLl6dOn7NOnD3V0dAiA\nefPmpa+vL+Pi4uSOJmRxMTExHDlyJBUKBQGwWrVqaXY/FnKHLVu2qD9Dli5dKncc7VOpyEmT0ygr\nqAAAIABJREFUUubD9+un3fnw6c00YoSUR0dHWnSbAzx+/Jjm5uYEwB07dsgdRxCyHE3XnP9ZyN+7\nd4/K9G5LnU3Vq1ePjRo1kjvGF0VHR3PcuHHqBcC6urocNmyY6EgiZFhQUBBLlSpFANTX1+e0adNy\n/M+4kOLAgQM0MDAgAE6ZMkXuONoXF0d26ZJSMC9YIBXRWYFKRf7yS8oXDB+frJPtGyxatIgAWKRI\nEfE7ShD+RdM15xf7yCclJaFcuXKYPn06AGDkyJGoWbMmGjZsCBcXF7Rt2xbOzs5o06YNXrx48dUt\nMOWmo6OTZfttq1Qq+Pv7o1y5cpg5cybi4uLQoUMH3Lx5EwsWLEi1S60gpEf9+vUREhKCgQMHIjEx\nERMnTkT16tVx+vRpuaMJWnbmzBm4u7tDqVTC29sbP/30k9yRtCsiAmjeHPjjD8DUVOoPP2yYtFlT\nVqBQAD/9BCxcKP19zBhg5Ehph9lsbNCgQXBycsKLFy8watQoueMIQpai6Zrzi4W8np4epk2bhr59\n+wIA6tWrh2bNmqFixYqwsLCAkZERChYsCBsbG3WT++xIkVU+1P/l3LlzcHBwQK9evfDs2TPUrFkT\nZ86cwebNm1G2bFm54wnZmKmpKZYtW4ZDhw6hTJkyuHHjBurVqwdvb29ER0fLHU/QgsuXL8PZ2Rkx\nMTHo3r075s+fn2U/+zTi3j3A0RE4eRKwtpb+27q13Kk+zdsb+PNPQF8fWLAA6NhR2kAqm9LV1cWq\nVatgYGCAVatWISgoSO5IgpBlaPxzV2Nj+9lYgwYN2LBhQ7ljqD169Ijdu3dXL2QtWrQo161bJzrR\nCFoRFxfHcePGqTvbFCtWjBs3bhQL1XKQmzdvskCBAgRADw+PnL/h0/nzZIEC0nSV6tXJp0/lTpQ+\nBw9KPeYB8rvvyJcv5U70TX7++Wf1/gSi9a0gSDRdc35xRP7f7O3t0aFDBxw4cACqbH7q72MqlSpL\njExFRkZi4sSJsLOzw9q1a2FgYIDRo0fj5s2b6NatG3R0MvTPJQjpkidPHsyYMQPnz5/Hd999h2fP\nnqFTp05o1aoV7ty5I3c84RuFhoaiadOmCA8PR4sWLRAQEAA9PT25Y2nPgQNAo0ZAeDjQogUQFAQU\nKyZ3qvRp1gw4exYoVQq4cEE6o3Dtmtypvtq4ceNQsWJFhIaGYty4cXLHEYQsQdM1Z4Yqwx9++AGv\nXr1Cy5YtUa5cOSxatAhRUVEaCyMXlUola5EcExODmTNnwtbWFtOnT0dCQgI6deqE69evw8fHB+bm\n5rJlE3KP6tWrIzg4GMuXL4eFhQUOHDiAKlWqYNKkSYiPj5c7nvAVbt26hUaNGuH58+do0KABtm/f\nnq2nQf6njRuBNm2A6Gjgf/+T5sSbmcmdKmPKlwf+/hv47jvg/n3AyQk4dEjuVF8lT548WLt2LXR1\ndbFo0SJcunRJ7kiCIDuN15xfM4x/584djh07lvnz56eZmRmHDRvGJ0+eaOw0QWarXbs2W7ZsmemP\nq1Qq6efnx8KFC6un0TRu3JinTp3K9CyC8LGwsDB6eXmp35dly5blnhy0cU1ucPXqVRYqVIgA2KhR\nI0ZHR8sdSbv8/aWuNAD5ww9Sr/bsLCaGbN8+pdvO/PnZtqPN8OHDCYA1atQQHbKEXE/TNedXz5G/\nefMmR44cSR0dHerq6nLXrl0aC5XZMntn16SkJK5bt46lS5dWF0q1atXiwYMHMy2DIKRHUFAQK1So\noH6furm58dGjR3LHEv5DSEgI8+fPTwBs2rQpY2Ji5I6kXStWpLRwnDw52xa8aSQlkRMmpDy3QYOk\nnWGzmffv37NEiRIEwKlTp8odRxBkJevOrmFhYVy4cCFr1apFAKxQoQJ9fX2z/VbMFStWpIeHh9Yf\nJzExkf7+/rSzs1MXRnZ2dty4caNYyCpkWQkJCZw9ezZNTU0JgKamppw1a5bYGTaLunz5srqId3Z2\nzvmbxa1cmVLozpkjdxrt+OMP0sBAeo7OzmQ2PLty8OBB9d4Vly5dkjuOIMhG0zVnugt5lUpFKysr\nmpqasm/fvjxz5kyO6WpRpkwZdu7cWWvHT0xMTDMCb2try9WrV+f87hFCjvHs2TO2b99e/R6uWLEi\nT548KXcs4SOXLl2ilZVV7inily5NKeJnz5Y7jXadOkXmyyc912rVyHv35E6UYYMHDyYAVq9eXUyx\nEXItTdecGRqRv3LlCt+/f5/qsqSkJI2FkYu1tTV79uyp8eMqlUquWrUqVQFftmxZ+vv7iwJeyLb2\n79/PsmXLEgAVCgUHDhzIt2/fyh0r17tw4QItLS0JgC4uLoyPj5c7knZ9PBI/f77caTLHrVtkmTLS\nc86XTyrus5Ho6GiWLFmSADhr1iy54wiCLDRdc2Zo2WzlypVx8eJFPHjwQH1Zs2bNMHTo0K9ZZ5tl\nKJVKGBgYaOx4sbGxWLx4McqUKYM+ffrg3r17KF26NFatWoUbN26gR48eObv9m5CjtWjRAleuXMH4\n8eOhq6uL5cuXo1KlSggMDJQ7Wq518eJFNG3aFG/fvoWbmxu2bNmSs7vTLFkCfP+99P/z5gHDh8ub\nJ7OUKwecOwe0agW8fg00bgz4+8udKt1MTEzg5+cHAJg8eTLu3r0rcyJByHyarjkzNCI/bdo05smT\nhyYmJgwJCSEpjQIB4M2bNzX27SKz5c2bl0OGDPnm47x69YqTJ09Wz0/FP+sI1q9fL0bghRzp6tWr\nrFu3rvr93q1bN0ZERMgdK1c5ceIELSwsCIDt2rXL2WsXVCpy2rSUkfh58+ROJI/ERHLIkJTX4aef\nslWXng8dserXr58jzuoLQkZoqub8IEOFfLly5Thz5ky6u7uzdevW6surVKnChQsXaixUZjMwMODo\n0aO/+v7Xrl1j7969aWhoqC5oateuza1bt4pFrEKOl5SUxLlz59LIyIgAWLBgQW7evFnuWLnCwYMH\nmSdPHgJg+/btc34R/+OPUuGqUEidanK75ctTWm56epLZZPfUiIgIdWvU+bllWpQg/ONba85/y9DU\nmoiICNja2mLmzJnYt2+fenOHvHnzIjY2VmNnCTJTUlISlEolTE1NM3Q/lUqFwMBAtGrVCpUrV8bq\n1auhVCrh6uqKo0eP4uzZs/Dw8BC7sQo5nq6uLkaOHIkrV66gYcOGCAsLg6enJzw9PfHy5Uu54+VY\ne/fuhaurK+Lj49GnTx9s3LhRs6drs5LkZKB3b2DOHEBPDwgIAPr1kzuV/AYMkDa9MjcHNm+WdoZ9\n/VruVP8pX758WLlyJQBg/PjxuH37tsyJBCFzfG3N+SUZqjIbNmwIf39/lCxZEp6enpg1axYiIiJw\n8eJFVKhQQWOhMtP79+8BAGbp3P3v3bt3WLBgAcqXLw8XFxfs378fRkZGGDRoEG7fvo1du3ahUaNG\nGt1+VxCygzJlyuDIkSNYunQpTExMsGXLFlSsWBEbNmwASbnj5SgBAQFwc3NDfHw8BgwYgF9//RW6\nurpyx9KOxESgRw9pLrixMbBrF9C5s9ypso7WrYFTpwBra+D0aaBePWlH2CzO1dUVXl5eiIuLQ9eu\nXaFUKuWOJAhal9GaM10yMnwfGhrKokWLsnTp0uzQoQMVCgWrV6/OypUrZ9s54A8fPiQArlq16ou3\nu379OocNG0YzMzP19BkbGxv6+vry9evXmZRWELKHhw8fsmXLluqflTZt2mTr3Z+zCpVKxZkzZ6pf\n1x9//DHHtAH+pPh4sl07aeqIiQkZFCR3oqzr6VOycmXptSpUiLx8We5E/ykyMlLdxWbMmDFyxxEE\nrUtvzZkRGRqRL1u2LG7fvo2hQ4dCT08PjRs3houLC44cOfLVXViio6PV31D+LSYmBm/evPnsfVUq\nFcLCwpCQkPDZ28TFxSEiIuKzI4Lv3r0DAFhYWHzyvmvXrkXjxo1RqVIlLFy4EO/fv0ejRo2wbds2\n3Lt3D6NGjYKVldWXnqIg5DolSpTA3r17sWrVKlhYWCAwMBCVKlXC77//LkbnvxJJjBw5EuPGjYNC\nocCcOXMwe/bsnHv2LzoacHEBduwA8uYFjhwB6teXO1XWVayYNDLftCnw6pX0Wh0+LHeqL7KwsMD6\n9euho6MDX19fHDt2TO5IgqBVX6o5v1pGK//Xr18zWkO7yl24cIFmZmZ0dnZOdfmrV6/Yp08fKhQK\nAmCLFi1469atVLcJDAxU97I2NzfnjBkzUi0sjYyM5PDhw6mnp0cAdHR05IULF9JkOH78OAHw0KFD\n6ssuXbrE77//Xt0JAgBNTEz4/fff8+LFixp57oKQWzx79oxt27ZV/yy5u7szPDxc7ljZSlJSEvv0\n6UMANDAwyPmLiSMiSHv7bDW6nGXEx5OdOkmvnYEBuWWL3In+088//0wALFq0qPhsEHK0T9Wc3ypD\nhfzVq1epr69PACxWrBgdHBzYpk0benl5cfjw4VyxYgXDwsLSdazY2FiWL1+eenp6rF+/vvpypVLJ\nmjVr0sbGhgEBAdy3bx+dnJxoY2Oj3qVw3759VCgU9PLy4vHjxzlv3jwaGxtz9j87+6lUKjZv3pwF\nChTgqlWreOjQIbZq1YqWlpZpWuPt2LGDAHjhwgVevHiRDg4O6oIDAGvVqsUVK1aIDW8E4RuoVCqu\nWbOG5ubmBMAiRYrwwIEDcsfKFpRKJbt27UoANDIyYmBgoNyRtOvVK7JKFakQLVGCDA2VO1H2k5xM\nentLr6GODrl6tdyJvigxMZFOTk7qzcxy9HQxIVf7uObUlAwV8u7u7uzVqxe3bt1KX19furq6EgCb\nNWtGT09PFi1alMbGxjx48OB/Hmv48OEsWrQoe/TokaqQX79+PfX09Hj37l31Za9fv6aBgYF6TlH1\n6tXZsWPHVMebPHkyCxUqxPj4eB48eJAAGBwcrL4+Pj6e+fLl44wZM1Ldz8/PjwD49OlTduvWTT3C\n7+3tzRs3bmTk5REE4T88fPiQ9evXTzXHO0e3TPxGCQkJbNeuHQHQ1NSUJ06ckDuSdj16RJYrJxWg\n5cuTz57JnSj7UqnIKVNSes0vXix3oi969OgR8+bNSwBcsGCB3HEEQSs+rjk1JUOFvL29Pbdu3Zrq\nsi1bttDKyorPnz9nYmIi3d3dWb169S8e58iRIwTA7du309vbO1Uh37VrV7q5uaW5T9OmTdm9e3c+\nffqUANL8Qrt48SIB8MqVKxwxYgTt7e3THKNr165s2bJlqsumTZtGAExISGD//v3p5+ensalDgiCk\nlZSUxKlTp1JXV5cAWKdOHd6/f1/uWFlOXFycekqSpaVlqoGJHOnqVbJYManorFKFfPlS7kQ5w/z5\nKcX83Llyp/mirVu3EgD19fV57tw5ueMIgsZ9XHNqSoYWu1asWBFBQUGpLmvfvj0KFSqEkydPQk9P\nD+PHj8fVq1eRnJz8yWNERUWhV69e6NChA9q1a5fm+suXL6Nq1appLi9atCgeP36MkJAQAECVKlXS\nXA8AT548+c9jfOz169cwMjKCgYEBli9fjv79+8PExOQLr4IgCN9CV1cXEydORFBQEGxsbBAcHIwa\nNWpgy5YtckfLMmJjY+Hm5oadO3cib968OHjwIGrXri13LO0JDpYWZz57Jv03KAgoVEjuVDnD8OHA\n8uXS///wAzB7trx5vsDDwwNDhgxBYmIiOnbsiLdv38odSRA06uOaU1MyVMh///33WL58ORYuXIio\nqCiQxLFjx3D//n3Y2dkBkDorJCcnf7KTDEkMGjQIsbGxWLZs2Wcf51MdcEim6pP879vwn04YHzZg\nSs8xACAyMhL58uUDgJzb/UEQsiBHR0dcunQJbdu2xbt37+Dp6YmhQ4ciPj5e7miyiouLQ7t27XDw\n4EEULFgQx48fx3fffSd3LO05fFjqtBIZCbRtC+zfL3WpETRnwADgt98AhQIYPRrw9ZU70WfNmTMH\n3333HR48eIDu3btDpVLJHUkQNObjmlNTMlTIOzg4YOHChfj5559hYWEBAwMDNG7cGMOGDUO1atUA\nAPfu3UPBggVhZGSU5v4bN27Ehg0bEB0djdq1a8POzg7r1q3DxYsX0bx5czx8+BAFChRAeHh4mvu+\nevUK1tbWKFCgAABpl9l/Xw9AfZsvHeNj4eHh6hfV0tISCoUizZ/Jkydn5GUSBCGdrKyssH37dixa\ntAj6+vpYsmQJHBwccOfOHbmjyeLDSPyHIv7YsWOfPLuYY2zeDDg7S60mu3aV/v6J3x2CBvTpA6xa\nJRXzY8Zk2ZF5Q0NDbN68GZaWlti9ezemT58udyRB0JiPa05NyVAhDwADBgzAy5cvERgYiPXr1+PG\njRvw8fFRX9+sWTPs2rXrk6PbDRs2xG+//QZfX194e3ujV69esLOzg6WlJRwdHWFhYYEKFSrg7Nmz\nqe6XmJiIs2fPwt7eHmXKlIGenl6a25w6dQqmpqaoUKECKlSogODg4FT9qkni1KlTsLe3T3W/N2/e\nIF++fEhOTkZkZGRGXw5BEL6RQqHA0KFDcfr0aZQqVQqXL1/Gd999h40bN8odLVPFxsbC1dUVhw4d\nQqFChXD06NFsu2N2uqxeLe3QmpgoTf9Ytw7Q15c7Vc7Wq1fqkfm5c+VO9Em2trYICAiAQqHApEmT\nsG/fPrkjCYJGfKg5NSojE+pfvHjBpUuXct++fTxx4gSPHTvG5cuXs169epw4ceJXTdL/92LXAwcO\nEADPnDmjvszHx4cAePPmTZJkixYt2KRJE/VusuHh4SxfvjxdXV1JkiEhIQTAXbt2qY/h7+9PAAz6\n186ANWrUoIuLC6OiolK1nfz4z6RJk77quQmCkDGRkZH09PRU/+yNGDGCSqVS7lhal5CQQGdnZwJg\n4cKF1Z91OZJKRc6cmbIA85dfpMuEzLNqVcrrn4U7xEyZMoUAaGFhkWYvGUHIjj7UnJqUoULey8uL\nOjo66l+y+vr6zJs3Lw0MDPjw4cOvCjBkyJBUhbxKpaKLiwsNDQ3Zp08fddeGgQMHqm8THBxMU1NT\nVq1alUOHDqWNjQ2NjY0ZEhKivk3v3r2pq6tLLy8vdu7cmQDo4eGRpj+tnZ0dO3Xq9FXZBUHQPJVK\nxcWLF6s3c2vSpAnfvHkjdyytSUpKUn95yZ8/f85ue5uYSA4cKBWQCgW5aJHciXKvX39NKeb9/ORO\n80nJycn08PAgANrZ2Yn9XIRsTxs1Z4am1hw6dAjr16/Hmzdv8O7dO8THx+Px48fInz8/bt68+VVn\nBNzd3eHp6an+u0KhwM6dO7Fw4UI8fPgQSqUSW7duxdKlS9W3qV27Nm7cuIFatWohJCQELi4uuHXr\nVqq5pL/99hvWr1+Ply9f4vXr11izZg02bdqUZspPREQErKysviq7IAiap1AoMGTIEBw7dgyFChXC\nkSNH4OjoiFu3bskdTeNUKhW+//57bN68Gebm5ti/f3/OnU7z/j3Qrp3UQcXQEPjjD2DoULlT5V7f\nfw8sXiz9/4AB0vz5LEZHRwdr1qxB1apVERoaiq5duyIpKUnuWILw1bRSc2ak6q9UqRKnTJmS5vKO\nHTty1KhRGvt2kVlUKhUVCgV/+uknuaMIgvAJDx8+ZKVKldQbIm3evFnuSBqjUqk4bNgwAqCxsXHO\n3uzp4cOU3VqtrMic/Fyzm7lzU86QbNggd5pPunfvHvPnz5/m7LwgZCfaqjkzNCLft29fzJw5E4GB\ngerL3rx5g+Dg4DTdYLKD6OhokIS5ubncUQRB+IQSJUrgzJkz6Ny5M6Kjo+Hp6QkfH59UC9mzq19+\n+QULFy6Evr4+tm/fjnr16skdSTv+/huoUwe4ehUoVw44exbIqc81Oxo5Epg5U5pk06MH8NHv96yi\nVKlS2LVrFwwNDbF8+XL4+fnJHUkQMkxbNWeGCvnBgwfDxcUFLi4uKFOmDOzt7WFjY4O4uDh06dJF\no8Eyw4fNJiwtLWVOIgjC55iamiIgIACzZ8+GQqHA2LFj0bt3b8TFxckd7astWbIEkydPho6ODgIC\nAtCiRQu5I2nHunVAo0ZAWBjQrJlU1JcpI3cq4d/GjpW62CQlAe3bA0eOyJ0oDQcHB6xcuRKAVIvs\n3btX5kSCkDHaqjkzVMjr6+tj06ZNOHXqFNzd3eHo6AhfX1/cvn1b3d89O3nz5g0AiDnygpDFKRQK\n/Pjjj9i0aROMjIzg7++PBg0a4OXLl3JHy7ANGzZg6D9zw3/99Vd06NBB5kRakJwM/Pgj0L07oFQC\ngwYBe/cCYtAk65o1Cxg4EEhIkDbmOn9e7kRpeHl5YeLEiVCpVOjcuXOOXDcj5FzaqjnTbn/6LySx\nbds27N+/H6VKlUK/fv3g6OgIR0dHjQaRQ1RUFADAzMxM5iSCIKRHhw4dULZsWbi7u+P8+fNwcnLC\nrl27UKlSJbmjpcu+ffvQs2dPAICvry/69OkjbyBtiIwEunQB9u0D9PSkBZUDBsidSvgvCgWwZAnw\n7h0QEAC4uADBwYCNjdzJUpkyZQpu3ryJrVu3ws3NDWfPnhVn1YVsQVs153+OyA8ZMgReXl549eoV\nfvvtN5QuXRpXrlzRaAi5fDg1/6ldaIVcTKUCnj+X5owKWU61atVw5swZ1KpVC/fv34eDgwMOHz4s\nd6z/dO7cObRv3x5JSUkYNWoURo0aJXckzbt8GahVSyri8+UDDh0SRXx2oqMD/P470KQJ8OqVtOvu\nP6OIWcWHTjbVqlXDnTt34OHhgfj4eLljCcJ/0lbN+cVC/sKFC1i2bBm2bNmCnTt34tq1a6hRowa8\nvb01GkIu7969AwBYWFjInESQXXIycOwY0L8/ULw4UKwYUK2a1Crvn/eJkHUULFgQx48fR8eOHfH+\n/Xu0aNECCxYsyLKLYO/evYs2bdogNjYW3bt3x6xZs+SOpFmktGOogwNw7x5QvTpw7hzQsKHcyYSM\nMjAAtmwBKlUCbtwA3NyALFYom5iYYNeuXShcuDCOHTuGHj16ZNmffUH4QFs15xcL+YMHD6JMmTJo\n3bo1ACBPnjwYN24cgoKCEB4ertEgchCFfC4XHw9s3w507QoUKAA0bgz8+qs0Gg9IXTYGDQKKFJFu\ns3UrEBsrb2ZBzdjYGH/88QfGjRsHlUqFESNGwNvbG8nJyXJHSyUiIgLOzs4IDw9Hy5Yt8dtvv0FH\nJ0PLk7K26GigWzepL3l8vPTf06cBW1u5kwlfy9JSOqtibQ2cOgX065flzlDa2NjgwIEDMDMzw6ZN\nm+Dj4yN3JEH4IlkK+Xfv3qVZxGpjYwOSCAsL02gQOSQkJAAADA0NZU4iZJqwMKlYd3eXincPD2lj\nmrdvgdKlgfHjpUVecXHAhg3SKea4OOk2HTpI9+nWTZoykMUKxtxIR0cHM2bMQEBAAAwMDLBkyRK4\nuroiMjJS7mgAgNjYWLi6uuLu3buoUaMGtmzZAn19fbljac7t20DdutKcahMTYM0a6edLTFfM/qyt\npVaUxsZS96E5c+ROlEaVKlWwfv16AMD48eNTtcYWhKxGazXnl5rML1++nACoq6tLExMTFilShMWL\nFycAOjk5sVWrVmzTpg3btm3La9euabTBfWaYO3cuAYhtn3MylYq8coX08SHr1yd1dFK2JQfImjWl\n627f/vwx7t8nfX3JOnVS39fGhpw2jXz+PPOej/BZQUFBzJcvHwGwXLlyvP2lf9NMkJyczPbt2xMA\nbWxs+DynvU/+/JM0MZF+FsqXJ2/ckDuRoA2bN6d85q1cKXeaT5oyZYp607grV67IHUcQUnnw4AFv\n3bqltZpTQX7+fFliYiJOnz6N2NhYJCYmIjo6Gu/evcO7d+8QFRWF+Ph4kISOjg68vb1RokQJzX7L\n0LKpU6fi559/RkJCAgwMDOSOI2gCCTx4ABw9Kv05dEhatPWBvj7QvLnUXq1Vq4x3ZLh/H1i7Vvrz\n4IF0ma4u4OoqTSlo2VL6uyCLBw8ewM3NDdeuXYO5uTlWr16N9u3by5Jl0qRJ+OWXX2BhYYHTp0+j\nYsWKsuTQuIQEqbXkkiXS3zt3lkbhRfevnGvRImDYMGkxbGCg9NmZhZBEt27dEBAQgJIlS+Ls2bMo\nWLCg3LGEXIwkjh07hgULFuCvv/7CwYMHcfr0ae3UnBr9WpDNjBkzhvr6+nLHEL5FcjJ5/Tr5669k\nt25k8eKpR80BsmhRskcPctMmMjJSc4+7bx/p7k7q6aU8VokS5IwZ5MuXmnkcIcOioqLUI+EAOGzY\nMCYkJGRqho0bNxIAdXR0uHfv3kx9bK169Ii0t5fe6/r65JIl0lkvIeebOFH6dzc1JS9dkjtNGrGx\nsaxduzYBsG7duoyJiZE7kpALxcTEcPXq1axevbr6d5CBgQHv3LmjtZozVxfyw4cPp6mpqdwxhIx4\n/548ckSa0tKmDWlpmbZwt7KSCuxFi6QiX9uFxosX5MyZZKlSKRn09EhPTymrKHQynUql4vz586mv\nr08AdHBw4NOnTzPlsS9fvkxjY2MC4Pz58zPlMTPFpk1k3rwp08qCg+VOJGSm5GSya1fp39/amnz2\nTO5EaTx//lw9/bdNmzZUKpVyRxJyiStXrnDQoEE0NzdXF/AFCxbklClT+OrVK5LaqzlzdSE/YMAA\n5s+fX+4YwufEx5Pnz0vzMvv1I2vUIHV1Pz3i7ukpFe4hIdIvHDkkJ5N79pBubqnn4leoIGV780ae\nXLnY33//TWtrawJgoUKFeOTIEa0+3suXL2ljY0MA7N69O1U54UtcfDw5eHDK+9nFhQwPlzuVIIf4\neNLRUXofVKlCZsH1ZTdu3FCvlendu3fO+BkUsqTExERu2rSJTk5O6uL9wxkhf39/xsXFpbq9tmrO\nXF3I9+zZk9bW1nLHEFQq8uFDcudOcvZssnt3smpV6dT9v4t2XV1pgerQoeSGDdKp/qzoyRNy0iSy\nSJGU7MbG0heSLHhaOicLCwtjkyZN1FNdpk6dymQtfNmLjY1lnTp11B/k//4Qz5Zu3CAlfYaGAAAg\nAElEQVSrV0+ZSrN4sTjDlNuFh5PlyknviSZNpOI+izl79iyNjIwIgDNmzJA7jpDDREREcPr06epB\nIgA0MzPjoEGDePXq1c/eT1s1Z64u5Dt27Eg7Ozu5Y+QuCQnkxYuknx/5/fdkvXqkmVnagh0gFQrp\nF0bnzuTcueSxY2R0tNzPIGOUSmlKQtOmqZ9b/frk1q1kUpLcCXOFpKQkTpgwgQqFggDYvHlzvtTg\nOgaVSsVevXoRAEuUKKHRY8siKUn6Up0nj/R+LVVKTKURUjx8SBYqJL03OnaU7yzoF2zbtk398759\n+3a54wg5wOPHj/nDDz/QxMREXcDb2dlx8eLFjIqK+s/7a6vmzNWFvIuLC6tXry53jJzr1Sty/35y\nzhxpIWrFip8eZQfIAgXIZs3IIUPI5cvJv/+W5sPnJDdukN7epLl5yvMuXZpcupQUC7Myxb59+5g/\nf371VJtDhw5p5Lh+fn4EwDx58vDy5csaOaZsnj8nGzRIeY/26kWm45eUkMtcupQyCOPtnSXP1Mya\nNYsAaGxszLNnz8odR8iGVCoV9+/fz7Zt21JXV1ddwLds2ZL79+/P0NldbdWcubqQb9myJWvXri13\njJzh7Vupi8vkyWT79p/uHvPhT5kyZJcu5IIF5IEDua/DS1QUuXAhaWub8prkz09OmUJGRMidLsd7\n+vQpGzVqRABUKBQcO3bsNy2KO3/+vHpR7dq1azWYVAY7d5L58knvycKFyd275U4kZGWHDpEGBtL7\nZeJEudOkoVKp2LNnT/UX98ePH8sdScgm3r17x8WLF7Ns2bLq4l1PT4+dO3fm+fPnv+qY2qo5c3Uh\n36xZM9atW1fuGNmPUilNj1myRBppr1Dh0wW7qak0dWbgQGkqTXBw9psao01JSdJmK7Vrp7xmJibk\n6NFiMaGWJSUlcfLkydTR0SEA1qpVizdv3szwcV69eqXukjFo0CAtJM0kCQnk8OEp78MWLXLfF2zh\n62zbltKEYOZMudOkoVQq2bhxYwJgtWrV0jUFQsi9rl+/Tm9v71TTZ4oVK8bp06fzxYsX33RsbdWc\nubqQb9y4MZ2cnOSOkfW9eCHN8x4xgnRyIo2M0hbtBgZk3brkyJHk2rXktWtZct5klqRSSW0qW7ZM\nW9D/07ZK0I4TJ06wRIkS6mkxixYtSvep0uTkZLZs2TL7L2598kT62f3QNtXXN0tOkxCysHXrpDVN\nALlsmdxp0nj9+rV6ZLV169ZMEmuThI/ExMTQ398/TfeZBg0acPPmzUxMTNTI42ir5szVhXzDhg1Z\nv359uWNkPU+eSB/MffuSZct+erS9dGnyf/+T5ncHB5PZtYjJas6eJZ2dU15nIyOpQ09W7c6TA0RG\nRrJHjx7qD++mTZvyUTpe72nTphEA8+XLxydPnmRCUi3YsSNlL4bixaX3nyB8jRUrUpoUbNwod5o0\n7t69SysrKwLg+PHj5Y4jZAGf6v1uamrKfv36aWWtk7ZqTtkK+djYWB4+fJhnzpz57EjWxYsXOXPm\nTP7666+f3KUtISGB/v7+nDFjBk+fPv3JY9y8eZM+Pj5cunQpI/+1q2fDhg3ZsGHDb34u2V5EhDTi\n3r+/NH/930W7iYm0EHXyZHLvXjHtIzMEB0v96D/8G+jrS1OUREGvNVu3bmWBAgXUH+bLli37bA/q\no0ePqqflZMudWxMTybFjU95fzs7i51r4dtOmpZzZ+esvudOkcfjwYfXP7ebNm+WOI8ggOjqaa9as\noaOjY6rRd3t7e65cuZLvtdhkQ1s1pyyF/LZt29TfjD8sQjl8+LD6epVKxcGDB1OhUNDW1pbm5uYs\nWrQoL33Uf/vq1assU6YMjY2NWaZMGQJgz549U50WnzRpEnV1dVm8eHFaWloyX758PHr0qPr6XFvI\nJyVJXWEmTZK2W/948yJA6kTQurV0iv3sWWlOvCCPK1ek9psfTlvr65ODBpFi0ZZWvHz5kh4eHqlO\nrd6+fTvVbV68eMHChQtn35G9Fy/IRo1S9mWYM0dMpRE0Q6Uif/wxZbrlvn1yJ0pj3rx5BEATExNe\nu3ZN7jhCJkhOTubx48fZu3dvmpmZqT/fzc3NOWjQIIaEhGRKjhxVyA8dOpQ//PADX716xRcvXrBL\nly6sXLmy+vpff/2Venp63LRpE0np1HerVq1Yu3ZtqlQqJiYmskKFCqxXrx6fP39OUhoh09fXV99n\nx44dBEA/Pz+qVCrGxsaya9eutLW1Vc+Pa9iwIRs0aJDJz14mb9+Sf/whbbH94VT6x/PbGzcmp0+X\nCncNzQcTNOj6danTz4eC3sBAmnLzz/tf0KyNGzeqR+cNDQ05efJkxsTEMCEhgXXr1iUA1q9fX2Nz\nJzPNyZNSNxpA6gP+0cCGIGiESiW1EQakfQg01OJVU1QqFbt27UoALFeunFj8moPduXOHkyZNYqlS\npVKNvjs4OHDlypWMzuTmG9qqObPEHPm//vqLhoaG6r9Xr16d/fv3T3Wbv//+mwB46dIlHjp0iAAY\nGhqa6jYeHh5s2rQpSanNT7t27VJdf+/ePQLgvn9GCRo1asR69epp4ynJT6Uib94k582TpsXo6aUu\n3m1tpW3Xd+3Kef3ac7Lr18lOnVL+HfPkkaZIZMGt0rO7iIgIdes6ACxVqpT6dGzx4sWz36ZPq1al\n7OPQsKH4Eihoj0olTdX8sM7n+HG5E6USHR3NypUrEwA9PT0/O4VOyH6eP3/OhQsX0t7ePlXxbm1t\nzfHjx/PWrVuyZdNWzSlrIR8aGko/Pz+WKVOGnTt3JkmGh4cTAA8cOJDqtkqlkgAYEBDAsWPHslq1\nammON2PGDBYtWpQJCQk0MjLiunXr0tzGysqK8+fPJ0k2bdqUDg4OWnhmMklKIk+dkrrLlC6dunDX\n0ZF+ec+eTf5rqoCQDYWEkO7uKf++Fhakj0+W3C49uzt+/DirVKmi/oVQoEABnjt3Tu5Y6ZeYSA4b\nlvJe8fYWZ90E7UtOljYT+7DO6uRJuROlcvv2bfU0i3nz5skdR/gGjx8/5oIFC1i/fn31br4fpk95\neXnxwIEDWaJTkbZqTj3IZM+ePWjTpg0AoGzZsli0aBEA4Pnz5wCA4sWLp7q9vr4+zMzMEB4ejqdP\nn8La2jrNMa2srBAREYG3b98iLi4uzTE+3CY8PBwAoKenh6SkJI0+r0yXmAicOAH88QewaxcQFpZy\nnZUV4Ows/WnVCsiXT76cgmZVrQps2wacPQuMHw8cOQKMGQOsWAHMmwe4uQEKhdwpc4QGDRrg/Pnz\nWLRoESIiIjBmzBhYWlrKHSt93r4FOnUCDh4E9PWBZcuAvn3lTiXkBjo6wMqV0u+o9eul30H79gFO\nTnInAwDY2dlhzZo18PDwwOjRo2Fvbw9HR0e5YwnpdOPGDWzfvh3btm3DxYsX1ZcbGhqiZcuW6NKl\nC1xdXWFiYiJjytS0VXPKVsg7Ozvj4sWL+OuvvzBr1iz07dsXO3fuhJmZGQAgJiYm1e1VKhViYmJg\namoKMzMzPH36NM0xo6OjYWJiAlNT008e48NtPlyfJ08exMfHa/qpaZ9SCez9f3vnHd9U+f3xT9Im\n6Z7pgpZNWQIyipbRMgpFypIlIlCLonWwBBRxMAVBQAFR/DEFmTIsUjZWBAG/VKaVWcpoKaUzHUmT\nNDm/Px7vJaFlKEnT8bxfr7ygd557c/Pcz3Oe85yzF9i+Hdi9m72sBerUAV58ERgwAAgNBezsbGYm\npxx47jng8GHgwAHgvfeApCSgf3/g+eeBJUuAkBBbW1glkMvlmDRpkq3N+HdcuQL06cP+9fVl7UXH\njra2ilOdsLMD1q4FjEZg40Ym5uPjgbAwW1sGAHjxxRcxceJELFy4EC+99BLOnDkDpVJpa7M4ZVBU\nVISEhATEx8dj//79SElJEdc5OzsjMjISgwYNQlRUFNzc3Gxo6cOxlua0mZCXSCRo1aoVWrVqBV9f\nX7z11lu4du0aAgICAABpaWlo06aNuP3NmzdhNBrxzDPP4Pbt2zh8+HCpYyYnJ+OZZ54RxXxaWprZ\n+vz8fNy7dw/PPPMMAPZy1ul0AAB/f39kZGSUaeu0adMwffp0S1z2f6ekhIm1TZuYeM/Lu7+ucWMm\n3ocOBZo3557Y6kiPHsCZM8C33wKffQacPAm0awcMHgzMnMmeEU714dAh9t3n5bHRm127gNq1bW0V\npzpiZwesW8f+Xb+ejRDv2gV062ZrywAAc+fOxYkTJ3D8+HGMHDkSu3fvhlQqtbVZHABXr15FXFwc\n9uzZg2PHjkGv14vrvLy80K9fP/Tv3x/du3eHo6OjDS19Mkw1pyUp96eViHDu3DkQkbgsNDQUAJCT\nkwNnZ2e0adMGe/bsMdsvPj4eMpkMLVu2RHh4OK5cuYLk5GRxvcFgwL59+9CuXTsAbDj8wWPs378f\nRqMRIf94KU17RwqFwvIX+7TodMD+/cCbbwL+/kBUFBuizMsDnnkG+Pxz4OJF9pkzh72wuYivvshk\nwNixwNWrwPvvAwoF8OOP7FkZNw7Izra1hZzy4LvvmOczLw/o1w/4/Xcu4jm2xc4OWLMGePVVQK1m\n77L4eFtbBYCF7W7evBleXl7Yu3evGObLKX+Ki4uxZ88evPPOO2jSpAmCg4MxefJkJCQkwGAwICQk\nBNOmTcMff/yBe/fuYfXq1ejbt2+lEPGAFaNALB51/xju3r1LEomEvv76azIajVRcXEwxMTHk7+9P\nun/ylS9evJgcHBzo538KShw+fJi8vLzo5ZdfJiKikpISqlOnDvXo0YMyMjKouLiYXn/9dQJAiYmJ\nRES0efNmkkqltG7dOjIajXTq1CmqWbMmde3aVbTl9ddfJ39/fyIisXxzWZ9p06aV3w3KyiL64Yey\n00Q2asQKbjyQrYfDKZPUVKLRo+/XCXB3Z0W9cnJsbRnHGpSUEL333v324oMP2IRDDqeiYDAQxcbe\nLxr1T7roioCQsloul1ulqienbK5fv06rV6+mgQMHkrOzs5n2cnd3p2HDhtGmTZsoOzvb1qY+Naaa\n05LYJGuNUNrcy8uLnJycyMnJieLj48X1er2eYmNjxVnH+KcwS6ZJ5cFTp05RcHAw2dnZkVwuJ2dn\nZ1qyZIm43mg00ocffkh2dnbk5OREAKh169aUkpIibjNmzBhyd3cvl2t+KEYj0aVLRAsXsqwyDxZn\nat6c6OOPWWEgniKL8184e5aoe/f7z5SHB9GcOUQ8f3LVoajofhYjmYxozRpbW8ThlI1p0SiplGj5\ncltbJCLojsaNG5dZTZ7z9Ny9e5c2btxIsbGx1LRp01KO01atWtG0adPo6NGjonO3qmAtzSkhMolx\nKUcuX76Mo0ePwt7eHv369SszC8S5c+dw7tw51KtXDx06dIDkgbCR4uJi7N27FxqNBt26dYOfn1+p\nY1y6dAmnTp1CQEAAunXrZnaMqVOnYv78+eWfuSY3l2UZOXiQfa5fv79OJmMTgXr3ZrGEjRqVr22c\nqsuRI8CMGUBCAvvb0xOYOJGF4/wzyZxTCcnMZJNa//gD8PBg2Yy6dLG1VRzOwyECZs8GPv2U/T11\nKvvbxqGharUabdu2xcWLF/Hmm29i+fLlNrWnKmA0GnHu3Dn8/PPP2Lt3L/744w+z0Go3Nzd07doV\nERER6NOnD2rVqmVDa62LtTSnzYR8RWDOnDn46KOPoNFo4ODgYL0T6fVs8uHhw2wS2okTbBa/gJcX\ni2nt04eJd3d369nCqd4QsWdwxgwWOw2w5++994AxY4AKOtuf8xCuXWNtxrVrLA5+zx6gaVNbW8Xh\nPBkrVwKxsYDBAIwezSbr2zjT2rlz59CuXTvodDrs27cPkZGRNrWnMpKXl4d9+/Zh//792Lt3r1ki\nEYVCgfDwcHTu3BmdOnVCu3btIJfLbWht+WEtzWmzrDUVASFFUUFBgWWFvE4H/Pkn84D++itw7Bhg\nmgrT3p553SMigO7dgTZtbN54caoJEgl75rp3Z6NCn37KBP3HHwMLFwLvvss89DwFW8Xn1CmgVy8g\nKwto1YpNHvwn6xeHUyl4/XX2zA4axHLO5+WxzDY2TD7RsmVLzJgxAx9++CFGjRqFv/76q/LUjbAh\n6enp2LZtG+Li4nDkyBEzr3NgYCB69uyJPn36oEuXLmKa8eqGtTRntRbyTk5OANhw2lORkcGGtY8d\nA44fBxITAa3WfJsmTZhw79aNDXtzzyfH1nTtyp7FhARg+nRWWGzWLGDBAuC115iXvm5dW1vJKYuE\nBJaRpqCAjeZt3crDoziVk6golp2tTx+WZSs3l4WH2fB5njx5Mnbt2oUTJ05g/Pjx+P77721mS0Um\nJSUFO3bswI4dO3DixAkxZEYqlSI8PBxRUVGIjIxE8+bNS4VGV0cspjkfoFoLeSHl5L9KB6TRMG/7\nyZNMsJ88Cdy8WXq7Jk2ATp2Azp3Zh3vKOBURiYQJ+q5dWUd07lwWnvH116wK6ODBLI6eF5aqOMTH\nAwMHMmfB0KEsR7dMZmurOJz/TlgYG73u2ZOF/nXpwp7zMua9lQd2dnZYu3YtWrZsiXXr1qFfv34Y\nMGCATWypaKSmpmLLli3YvHkzEhMTxeUKhQI9e/bEoEGD0LNnT15Yqwz+k+Z8Aqq1kBdK95bZOyIC\n0tOBS5eAc+eACxeYgL94kcW8m+LiArRty0pPt2/Pqmp6eZXDFXA4FqRjR/byvHAB+OILVnxsyxb2\nCQ1lITcDB3LRaEu2bQOGDWNt0FtvAUuX8rA8TtWgVSs2ot2jB3vXtm/PnAo2SvgQHByMefPmYdy4\ncXjjjTfQvn17+Pv728QWW5Ofn4/t27dj/fr1+PXXX0XPu7OzM3r37o0BAwbghRdeqLYhM0/KIzXn\nU8CFPFjpX6hULLTgf/9jnvbERJYN4kEkElY9tX17Jt6fe45NLuMvU05VoXlz5uWdMwdYsgT4v/9j\nE7RPnGAjS6NHsyJlNWrY2tLqxcqV7L4bjSzsacECm2f54HAsSv36rJ2JimLv4HbtgJ9+slkWpjFj\nxiA+Ph4HDhzAuHHjsGXLFpvYYQsMBgMSEhKwdu1a7NixAxqNBgDzKkdFRWHYsGHo1atXpSnGVBEw\n05wWpFpnrTl16hTatWuHn3/+Gb2vXGEhBKZ4eLDS9s8+y8R627asSibvdXKqE4WFrKLw0qXA33+z\nZfb2zDv/7rtsJIoLSusybx4wZQr7/8yZbHIyv+ecqkphIasCu307GwFcvhwYNcompty8eRNNmzaF\nWq3G7t27ERUVZRM7yovk5GSsXr0a69atQ2pqqrg8LCwMI0eOxMCBA+Hh4WFDCysvZpqzd2+LHbda\nC/mrV68iODgY69atwwiJBFi9mon1kBCWSaZuXf6y5HAEiFgmpmXLgJ07Wco4AGjRgmWfePllnu3G\nGsydy/JsSyTs3r/1lq0t4nCsjzDytHgx+3vsWGDRIpuMfi9atAgTJ05E3bp1kZSUVOW80MXFxdix\nYwfWrFmDQ4cOicvr1q2L6OhojBw5EnV54oOnxkxzjhhhuQNbvMRUJSI9PZ0A0LJly3jVVA7n33D7\nNtFHHxH5+t6vGCuXE738MtEvv7BS7JynZ+ZMdm8lEqK1a21tDYdT/qxaxdoWgKhfPyK1utxN0Ov1\n9MwzzxAAmj59ermf31pcuXKFpkyZQj4+PmJlVYVCQSNHjqRff/2VDLwdtyhmmtOCSC3XJah8eP0z\nITUrK4t73jmcf0NgIKvEeOsWsHkzK0qk17MJsl27suJEH33EJodz/j1ELBXop58CUimbsxAdbWur\nOJzyZ9Qo4MABVok6Lg6IjGT55ssRe3t7LFu2DAAr6vPXX3+V6/ktiV6vx7Zt2xAREYHg4GB8/vnn\nyMzMxLPPPotvvvkG6enp+P777xEeHg6ptFpLRItjpjktSLX+luRyOdzc3JCTk2NrUzicyolCAbz0\nEssuceMGE55BQUBqKpss27QpmxC+dCmQnW1raysPpiJ+zRpg+HBbW8Th2I7wcJYet2ZNlpQiPJw5\nEcqRsLAwjB49GjqdDiNGjIBOpyvX8z8tubm5+Pzzz1G7dm0MHjwYhw8fhqOjI6Kjo3H06FGcPn0a\nb731Fi9+ZUWspTmrtZAHWKWt/Px8W5vB4VR+atUCZsxggv7IEeZJc3NjmaDGjmUZb/r1Y+ks/8mA\nwCmDefOAadOYiN+wARg50tYWcTi2p2lTVoW6USPg/Hk2j+3gwXI1YeHChahbty7Onj2LWbNmleu5\n/yspKSl45513EBgYiA8//BDp6elo0qQJFi9ejDt37mDt2rXo2LEjL9hUTlhDc1Z7Ie/q6sqFPIdj\nSaRSVuBl1SpWi2HjRjYcbjAAu3axIkYBAUBsLBP8RqOtLa44fPkly04jkTBP/NChtraIw6k41K7N\ncs337AlkZbF/585loWjlgKurK9atWwcAmD9/Pq5du1Yu5/23GAwGxMXFITIyEvXr18c333wDtVqN\niIgI7Nu3D0lJSRg7dizPPmMDrKE5q72QVyqVyCwrXzyHw3l6nJxYNpt9+4C0NOCrr1hmKJUK+O47\nVvW4YUPgs89YOE51ZulSlqUDAFas4J54DqcsvLyA3bvZqJXRyDI6vfIKq3RcDnTs2BGvvvoqdDod\n3n33XbE4UkUgOzsbCxcuRMOGDdG/f38cOHAAcrkcI0aMwF9//YWDBw8iMjKSe9/Lm5wcNpfMaLSK\n5qzW6ScBYPDgwUhKSsLfQn5sDodjfS5cYBNj16+/L+AlEuZhe+stoFev6lVkbf584IMP2P+XLQPe\nftu29nA4lYGff2aVjgsLgYgIYMeOcqnzcvfuXTRr1gw5OTlYvXo1YmJirH7Oh2E0GpGQkIAVK1Zg\n586dYux+3bp1MWbMGERHR4uTLDnlSGoqq4Owcyeb32EwAJmZGPzWWxbXnNXeI+/h4YG8cp4Bz+FU\ne5o3Z5Nhb9wA9u4FBg9mhV/27gX69gXq1GHx9lXdS0/EPIoffMA6MitWcBHP4TwpffoAv/0G+PoC\nhw6xSbB371r9tP7+/lj8T377SZMm2WRUPzc3F4sWLUJwcDAiIiKwZcsW6PV69OzZE7t27cLVq1cx\nYcIELuLLk5QUFurVujVL+jB+PAsflUhYNjd7e6tozmov5P38/HDv3j2UlJTY2hQOp/phZ8e88Fu3\nstCbL74AGjRgAn76dBYT++KLQHz8/QJUVQUiFkozdy67D2vXssJaHA7nyWnVCjhxgrUbZ84AoaFA\nOaSHfOWVVxAREYGcnBy8XY6d7ytXrmDs2LEIDAzExIkTkZycjKCgIEyfPh03b97E3r170adPH9hV\npxFNW3LlCgsNbdUKqFePOWbOnGFhpQMGsDlimZnA4cOAh4d1NKdFs9JXQpYuXUoAKCMjw9amcDgc\nIlZM6tAhosGDiezt7xecql2baM4covR0W1v49BgMRGPGsOuSyYji4mxtEYdTubl3j+i559hvys2N\n6LffrH7KlJQUcnFxIQC0ZcsWq51Hr9fTtm3bqHPnzmLhJgDUvXt3iouLo5KSEqudm1MG6elEX3xB\n1KLF/fcTQOTiQjR0KNGuXUQaTZm7WkNzVnuPvPKfkvJ8wiuHU0GQSoFu3ZiX/tYt5rGuVw+4eZN5\nO4KCgEGDgISEcstWYVFKSoCYGDa5VS5ncZR9+9raKg6ncuPjw9qEgQOB/HyWKevnn616yjp16uCL\nL74AAMTGxiI9Pd2ix7958yZmzpyJevXqYdCgQfj111/h7OyM1157DefOncOBAwfQt29f7n0vDzQa\nYNs2NoIcGAhMnszSoLq7AyNGsAnYmZls7lefPoCDQ5mHsYrmtFiXoJKyb98+AkC///67rU3hcDgP\nw2Ag2rOHqH9/Iju7+x6QFi2I1qwhKi62tYVPRlERUZ8+zHYnJ6IDB2xtEYdTtSgpIXr9dfYbk0qJ\nVqyw6umMRiP17NmTAFC/fv3IaDQ+1fGKi4tp69at1KNHD5JIJKL3PTg4mBYvXkwqlcpClnMei1bL\nvOtDhhA5O99/79jbE/XrR7Rz579+91hDc9pbrktQORHyqObm5trYEg6H81CkUuCFF9jnzh02KfTb\nb5lHJCYG+PBDYMwYlvGmolYmzMkB+vdnlSmFFHqhoba2isOpWtjZAf/3f0CNGsDMmcDo0Szd7cSJ\nVjmdRCLBihUr0LRpU8TFxWHDhg0Y/i8rMRMREhMTsWbNGmzevFnUI3K5HAMGDMCoUaPQrVs3SKXV\nPojC+mi1wC+/sAxI27cDptqwTRvmfR8+HPD2/k+Ht4rmtFiX4F9y6dIleuuttygiIoLGjBlD169f\nN1tfUFBAn3zyCQUHB1PLli1pxYoVpeLATp06RZGRkVSvXj0aNGgQXbx40Wx9cXExzZ8/n5o0aUJN\nmzalL7/8koof6D1dunSJANCGDRusc6EcDsc6FBcTrV1rHqfo4kI0aRLRnTu2ts6clBSiRo2YjTVr\nEv39t60t4nCqPl9/fb9tmDGD6Cm95Y9i5cqVBIA8PT3pzhO2P9evX6dZs2ZRo0aNzGLfW7ZsSYsX\nL6bs7Gyr2csxQaMh2rGDaNgwNr/CNO79mWeI5s4lunHDIqeyhua0iZDfunUrOTg4UKtWrSg2NpYC\nAwPJy8uLsrKyiIiosLCQWrRoQV5eXvTpp5/SuHHjyNHRkcaNGyceY8eOHQSAIiIiaP78+dShQwdy\ndnYWxbxer6ewsDBydnamKVOm0AcffEDu7u40dOhQM1tu3LhBAGjlypXldwM4HI7lMBqJ9u8n6tbt\nfuMrlxONHk2UnGxr64j+9z8iX19mV/PmRLdv29oiDqf68P33LMQGIProI6uJedMQm8jIyIeG2GRk\nZNDSpUspNDTUTLz7+vrS+PHj6ezZs1axj/MABgPRsWMsDOtB8d6iBdG0aUQXLlj8tNbQnDYR8r16\n9aIZM2aQwWAgIqKbN28SAFq3bh0REc2dO5fc3Nzo5s2b4j4bN24ke3t7Sk1NJcZvrD4AACAASURB\nVK1WS/7+/vTGG2+IP5aSkhJq06YNRUdHExHR6tWrSSaT0QWTL+Lw4cMEgM6fPy8uy8zMJAC0ZMkS\na182h8OxNqdOEQ0YQCSR3I+RffllonPnbGPPzp1Ejo7Mlm7diPLybGMHh1Od2bz5/tyaqVOtJubv\n3LlDXl5eBICWL18uLs/MzKT/+7//o+7du5OdnZ0o3p2cnGjYsGG0Z88e0ul0VrGJY4LRSHTiBNHY\nsUQ1apiL92efJZo3j+jaNauaYA3NWSEmux49epQA0P79+4mIKCQkhMaOHWu2jVarJScnJ/ruu+/o\nyJEjJJFIzIQ+EdGXX35Jrq6uZDQaqXfv3vTSSy+ZrTcajRQYGEgzZ84Ul2k0GgJAc+bMsdLVcTic\ncufiRaLoaPP0lX36MKFfHhiNbDhW6FDExLCJUxwOxzb8+ON9Mf/xx1YT85s2bSIA5OjoSIMHD6bw\n8HAz8W5vb09RUVG0YcMGKigosIoNHBNKSpjnffJkovr1zcV7UBDR+++Xa6ijNTSnzWdOJCcnY9So\nUQgODkaXLl2g0+mQmJiIDh06mG0nl8tRo0YN3LhxA8ePH0dQUBBq1apltk2dOnVQUFCAvLw8nDhx\notQxJBIJateujRs3bojLHBwcIJPJkJ+fb7Vr5HA45UzjxqzAUnIyMHYs4OjIUtGFhLBUj9YsGKPR\nAK+8wibgErEKtqtWsVSTHA7HNgwaxIrz2NkBs2ezytFWYOjQoYiOjoZGo8GPP/6II0eOQCKRIDIy\nEitXrkRGRgZ2796NYcOGwcXFxSo2VHvUalZE8M03gZo1gY4dWbHB5GQgIACYMAH44w+W0njePKBJ\nk3IzzRqa06ZZa3744Qe8/fbbqFWrFnbv3g2ZTIaCggIQEdzc3Eptr1AooNfroVar4erqWuZ6AOI2\njzqGKc7OzigqKrLQVXE4nApDrVrA4sXARx8BCxYAX3/NBH18PKui+tFHbBtLkZrKKtEmJgIuLsAP\nPwD9+lnu+BwO578zZAjrXA8bxoS8QsE63BZm9erVePnll6FSqSCXyxEWFgYvLy+Ln4djwu3bwN69\nrG0/eJA5VATq1GHtct++QKdOrDNnQyytOW3ikS8pKcHrr7+O6OhovPnmm0hMTESdOnUAAC4uLpDL\n5cjOzi61X05ODnx8fKBUKpGTk1Pment7e7i7u0OpVD7yGKY4OjpCrVbj6tWrkEgkpT7Tp0+3yHVz\nOBwb4esLzJ8PpKQA77wDSCQsRV2DBixlZUbG05/jt9+A1q2ZiK9bl5WN5yKew6lYvPQSG62TSFiB\nuSVLLH4KqVSKyMhIDBkyBP379+ci3hpotcChQ6wwU/PmzCHz5pvArl1MxLdtC0yfDpw5A1y/Dixa\nBHTubHMRD9zXnJbCJh75pUuXYs2aNYiPj0fPnj3N1kkkEtSpUwdJSUlmy9PS0pCeno6QkBAUFBQg\nIyMDWVlZYpUsAEhMTESLFi2gUCjKPIZarUZSUhI++OADs+UKhQJarVb06HM4nCqKnx/zyr/7Lssx\nvWULsHw5G3KfOpUtd3b+d8ckYmJg0iRWtTUiAti8+T/nGeZwOFZmxAhAp2OjcuPGsSqcb7xha6s4\nj8JoZHVDDh9mAv7IEXOvu4sLa3tfeAGIimIhNRUUQXNaCpt45Ddu3IgRI0aUEvECffv2xdatW81C\nYFatWgW5XI42bdqgW7duUCgU2Lx5s7g+Pz8fW7duRceOHcVjxMXFobCwUNxm/fr10Ov1CH2gCIud\nnR0MBgPs7at9fSwOp3rQuDET73/9xRr9/HxgyhTmSf/mGybIn4TCQmDoUGD8eLbP5MlseJeLeA6n\nYvPaayzsDmCe3I0bbWsPxxyDATh7lhX+GzKEjaq2asUcJvv2MRHfogVrc3/5BcjOBnbuZB2yCizi\ngfua01JIiIgsdrQnJCAgALVr10atWrWQm5sLjUYDpVKJOXPmoGnTpkhJSUHz5s3RunVrxMbG4uTJ\nk1i6dCkmT56M+fPnAwDef/99LFmyBO+//z4aNmyIOXPmIDU1FWfPnkX9+vWRmZmJZs2aITAwEBMm\nTMClS5fw+eefY/jw4fj+++/N7GncuDFatGiBrVu3lvet4HA4FYGDB1m8/KlT7O/mzYHPPwd69Xr4\nPleusLjLv/8GXF2B1avZhDoOh1N5mD8f+OADwN6exVf36GFri6onKhWbgPrHH8Dvv7N/8/LMtwkK\nArp2ZZ73bt3YxNVKiKU1p01c0KNHj8bx48chk8lQr149uLi44NatW0hNTUXTpk1Rt25d/Pnnnxgz\nZgxGjRoFX19fLF68GG+99ZZ4jM8//xz16tXDrFmzkJ2djS5dumDTpk2oX78+AMDHxweJiYkYN24c\n3njjDbi7u2PWrFmYMGFCKXssPczB4XAqGd27s5fDzp3Ae+8BFy4wT31kJMtw0bat+fbx8SwzjUrF\nMh7s2MG8/BwOp3Lx/vtAVhbLajJwIPPuhoTY2qqqTUkJcPEicPo0m0t08iQLm3nQr1ynDtC+PZug\n2q0bm9MkkdjEZEtiac1pE4/8v4GIIHnMF/e4bR63vl27dvDy8sK+ffv+s50cDqeKUFzMwmumTwcK\nCtiyESOYoPfzA6ZNYynLAGDAADZxrowsWhwOp5JgNAIjRwIbNrCwuGPHeMfcUhgMzDFy/DgLZUxK\nYiOfpvHtAEvP27o18NxzQIcO7F9LZhSrQFhac1Z4IV8ehIaGwsXFBQcPHrS1KRwOp6KQlcWG3Rcv\nZhPjZDL2kr97F5BKgc8+Y0PyVcBDxOFUe/R6oH9/YM8eFmP9++9A7dq2tqpyodMxoX7hAhPt588z\nb7tKVXrbunVZzPvzzzPRHhLC6n1UAyytOfnsTlh+4gGHw6kCKJVMyMfGAp98AmzaxER88+ZsAtYD\nBec4HE4lRiYDfvwR6NkTOHqUhdUdO8baAU7ZZGYyT/uRI+yenT/PxPyD1K4NhIUx4d64MQtVfCAN\neHXC0pqTC3mwnK98YILD4ZRJvXpsyH36dJZvvn175pHncDhVCycnloc8LIx5lQcOBA4cYIWjqjtE\nLB97QgIbrTh2DLh2rfR2DRsCzz4LNGvGnB4hIWySKkfE0pqTC3mw3PVcyHM4nEfSsCH7cDicqouH\nB0shGxLCiryNGMHqQlTHznt6Osvb/ssv7HPzpvl6Jyd2nzp1AsLDgXbtADc329haibC05uRCnsPh\ncDgcDkegZk2WmapzZxZuU6sWsGCBra2yPno9yyKzZw/L1X7unPl6T0+gSxc2YtGhA/O88/o7Nod/\nAwAMBgPkcrmtzeBwOBwOh1MRaNWKpaONjAQWLmSpD2NjbW2V5cnJYaJ99242EmGau93JiXnau3Vj\nAr5lS8DOzna2VhEsrTm5kAeg1+vh/G/LsnM4HA6Hw6m6dO0KfPcdqwL7zjtsgubAgba26um5eRP4\n6SfWUTl2jKWIFGjUiBXC69WLhczw+QEWx9Kakwt5AFqtFgr+sHI4HA6HwzFl1CggNZXVjxg2jE32\nbN/e1lb9e+7cAbZsATZuBBIT7y+3t2cdlt692YfPA7I6ltacXMgD0Ol0PLSGw+FwOBxOaT75hGWs\n+uYblmv++HEWalPRyckBtm8HfviBpYcUJlg6O7M0mwMHMs+7u7tt7axmWFpzciEPNswhk8lsbQaH\nw+FwOJyKhkQCfPUVkJwM7N9/P8d8QICtLStNYSELm9mwATh0CCgpYcsVCuCFF4BXXgGioqpN8aWK\niKU1JxfyAIqLi+Hg4GBrMzgcDofD4VREZDJg2zY26TMxkXm0f/2VZXKxNUQs28zq1SxVZlERW25n\nB3TvzkKCBgzgqSErCJbWnFzIA9BoNHDkvVMOh8PhcDgPw8WFpWbs1IlVMX3xReaht8UcOyLWodi8\nmXUwbt26v65DB+Z5HzyYV6atgFhac3IhD+6R53A4HA6H8wT4+LBqr6GhwJEjQEwMi0Evj4JRRiOL\nz9+xg2WcuXHj/rrAQODll9nk3MaNrW8L5z/DPfIWhoigVqt5+kkOh8PhcDiPp1YtVjCqUydg0yYg\nKAiYN8865yIC/v6bed3Xr2dx+gL+/sCQIewTGlo9q89WMqyhOau9kNdqtSAiHlrD4XA4HA7nyXj2\nWSaue/cG5s8HfH2BiRMtd/yrV5lw37YNuHjx/vKgICbcX3yRi/dKiDU0Z7UX8jqdDgB4+kkOh8Ph\ncDhPTmQkm2A6ciQwaRLg5wcMH/7fj3fjBsvzvnkzcOHC/eVeXkC/fsBLLwEREby6aiXGGpqz2gv5\ngoICAICrq6uNLeFwOBwOh1OpGDECyMxk3vhXX2VpHf9N9dcrV5jXfft24PTp+8vd3JjX/ZVXgM6d\nWdYcTqXHGpqz2gv5/Px8AIAbT8vE4XA4HA7n3/Lee0BeHjBrFjB0KJuI2rt32dsaDMDJk8CuXcDP\nP5uHzTg7s/2GDwd69AB4pECVwxqas9oL+ZycHACAh4eHjS3hcDgcDodTKZkxA9BogAULgEGDgLg4\nFnoDAKmpwMGDLFXlgQNAbu79/dzdgT59WKrIHj0AnkGvSmMNzVnthXzuPz8ob29vG1vC4XA4HA6n\nUiKRsEmvajXwzTcspr1lSyAnB7h2zXzbBg2Y571vX6BjRx42U42whuasEEI+OTkZDg4OqFmzptly\ntVqNxMREuLi4oFWrVpBIJKX2vX79Om7evIlmzZrB19e31HqdTodTp07B3t4eISEhkD4wwzszMxMA\noORFEzj/MH369DL/z6ne8OeCUxb8ueCISCTA0qXAsmXmz8XChSzOPTKSfRo2tJmJHNtiFc1JNmbN\nmjUkl8vps88+M1seFxdHQUFBBIAAUKdOnSglJUVcX1BQQK+99hpJJBICQE5OTjR37lyzYyQkJFBw\ncLB4jNatW9OFCxfMtvniiy8IAKlUKqtdI6dyITwvFeDnwalA8OeCUxb8ueCUhdlzodPZ2hxOBcEa\nmtOmCUjnz5+PmJgY6PV6s5yap0+fxsCBAxEREYG0tDScPXsWxcXFGDFihLjNO++8g127dmH79u3I\nycnBwoUL8fHHHyMuLg4A89T37t0bzZo1Q0pKCi5dugRPT08MGjQIRqNRPE5hYSEA8IJQHA6Hw+Fw\nLA8PneH8gzU0p02FfIMGDfDzzz/D19cXWq1WXD5//ny0adMGq1atQo0aNdCyZUssXboUx44dQ2Ji\nIm7fvo1169Zh2bJlePHFF+Hp6YnY2Fj0798fX375JQBg8eLFCAgIwJYtW1CnTh00atQIK1aswOXL\nl7F3717xXIWFhXB0dIQdz8vK4XA4HA6Hw7ES1tCcNhXyAwYMQO/evVFQUAAnJycAgNFoxMGDBxET\nE2MWE9+uXTu4uLggMTERBw4cgIeHB1588UWz40VERCAxMRFEhP3792PEiBGQmfSE69ati/r16yMx\nMVFcplarxXNzOBwOh8PhcDjWwBqa0+aTXYuLi6FWq8WJqllZWcjJyUFwcLDZdhKJBL6+vkhLS0Nx\ncTHq1asHe3tz8319fVFUVASVSoUrV66UOoawTVpamvh3fn4+zyHP4XAey+nTp1FYWCjmAeZwOJyH\nMX78eOTl5SEjI8PWpnAqENbQnDYX8tnZ2QAAf39/APfL1paUlJTaVqvVQi6Xw2g0wmAwlLkeABQK\nBWQy2SOPIaBSqapUDnmdToecnBwUFBQgLy8PeXl5KCoqQlFREbRaLdRqNfLz81FYWIjCwkJoNBpo\ntVoUFxdDp9OhuLgYJSUlMBgMICKzY0ulUtjZ2cHOzg4ymQxOTk5wcnKCg4MDHBwcoFAo4OzsDGdn\nZ8jlcigUCri7u8Pd3R2Ojo5wc3ODl5cXPD094eLiUmYWoorAhAkT4ObmZjZv41EYjUYUFhYiJycH\n+fn50Gg0KCwsRFFRkfhvcXExNBoN1Go11Go1NBoNdDqd+H+tVgutVgu9Xm923yUSCaRSKaRSKeRy\nuXh/HR0doVAoIJfLIZfLxe9CWO/i4gJXV1e4urrCw8MDnp6ecHNzK9X5rWwQEQoLC6FSqZCfny/+\na3pvi4qKxL+FZ1z4TtRqNXQ6XannWyqVwt7eXvzIZDLI5XKz/wv3193dHTk5OfDy8oKDgwPc3Nzg\n7+8PPz8/i5bdLk8MBgOys7ORnZ2NzMxM5Ofni/dPpVIhNzcXhYWFKCgoQFFREfR6PXQ6HXQ6ndhe\nmM49AiA+t6b3Vmg/FAqF+IwK99XT0xMeHh5wcnKCu7s7PD094eXlBW9vb8jl8grdXnh4eMDLy+tf\n7UdEyMvLQ3p6OnJzc5GZmYm7d+8iLy8PKpUKeXl50Gg0KC4uFtvnkpISlJSUlLrXEolEvLem7YFc\nLoeDgwMcHR3h4uICb29vuLu7i+tdXV3h6+sLHx8fuLi4lMrqVhnRaDS4d+8e8vLykJ2djaysLKhU\nKhQUFCA/Px8FBQVQq9UoKCgQ217h3preV+HZFe6rcG/lcjlkMhlkMhkcHR3F9li4n15eXvD19UV0\ndDQ8PDzg5+dnw7thHYRnNzU1FVlZWWK7ILQRggbRarXi8uLiYuj1ejNd9qCmEHSDo6OjeH/d3Nzg\n4eEBNzc3uLi4wNnZGa6urnB3d4dSqYSPj0+Fbh8eZPLkyYiJibHoMW3+Vs/LywNwP6emu7s7ZDIZ\n7t27Z7adVqtFZmYmGjZsiIyMjFLrASA1NRU1a9aEo6MjfH19S21DREhNTUVDk9RPGo1GFGzR0dFw\ndnaGk5MTXFxcxIbPx8dHfKm4ubnB1dVVfOCs8fAUFxebCUBBkOfm5iIrKwt3795FRkaG2NsXfkj5\n+flP7C20s7ODi4uLKAgdHBzERl944UqlUvH6jEaj+MI2GAzQ6/WicBJeNIIQfRIkEgk8PT2hVCrF\nhtDLyws+Pj7w8PCAt7c3lEol/P39xRe8u7u7eP8tKUiJCCUlJdBqtVCpVBg5cqT4Ev3hhx9Egf6g\nuMnIyEBqairS09PL7DQ+DKGhEl64wncgdECF+05EokAyGo3Q6XRip0x4AQmC6sFO18NQKpWoWbMm\nfH194e3tjYCAAHh5ecHd3R3+/v7w9/cXxZSrqyvc3Nys8pzrdDrk5+eLjXxOTg5ycnLEEbns7Gzk\n5uYiJycH9+7dQ2ZmJlQqFbKzs83m0zwKiUQCZ2dnODg4iGJREDemzzcRiZ0qQSgJ99X0/0Jn4FEo\nFAq4ubmhZs2a8PPzg4+PD3x9feHu7g4/Pz/4+/tDqVSKnSvT35+lRBQRQaPRIDMzE1lZWSgsLBTb\nkOzsbNy5cwd3795Feno60tLSxHtflnPkwXspCG/hpSt0doT7KZVKQUTib0p4doX7KrQfWq1WfOlr\nNJrHXpOjoyMCAwMRGBgIHx8feHt7i51UpVIpilNXV1ex7TZ96VsyHlWv14uCUKPRYPjw4VCpVMjJ\nycHatWtRVFQktsfCcsGhIozoCOt0Ol2Z55DJZKIDRHCUCPfa3t5efHZN2wmtVguDwSA+y0KnVXAi\nPK5tlkgkYufK3d0dHh4e4vft6OgIpVIJPz8/uLq6ivdVqVSiRo0a8PT0FDsHlrrXRqNRfDYLCgrE\nNkHo8Ajvw/z8fOTl5SEtLQ1ZWVmPfZ6EtsD0/Wf6HEskEvGZFZyGwkfovAqCVGgTHvY9CiiVSiiV\nSjg6OsLT0xO+vr7w9fWFn58fPDw8xI6g8H9TB5kgai0JEZm9wwXHXlZWltiRvHPnjvh3QUGB+Bxl\nZWXh1q1bj2wLpVIpXFxcROeei4sLHBwcIJPJYG9vL75PBKeKoCl0Op2ZY1Gj0aCoqOix7ze5XC62\ntV5eXqJ2E95nQifA3d0d3t7e4sfNzc2i99ZgMEClUqGoqMjMkSp0HDMyMpCdnf3ETsInRUJPqgCs\nxF9//YXmzZsjKSkJTZs2BQA8//zzaN68OVasWCFul5CQgK5duyI5ORlpaWkICwvD5cuXzcJnevXq\nBQcHB+zYsQP9+vUDEWHXrl3i+r///hvNmjXD8ePHERoaCoDl/T18+DCMRiPS09NFsfYkLxeJRCL+\n4IQG17RXKZPJxEaNiMwaBcEDK7zctFqt+NA+rsG1s7ODr68vPDw84OPjAx8fH7i5uYkeb6VSCVdX\nV1EACwJGEDSurq5wsFL1OOElIvwgVSoVVCoVNBqN2FPPzc1Ffn6+KNqEB13wCGZnZz/2/gsiWBAT\nwotOuP+CIDYVa6aiQrjfgk1PIg4VCoV4/9zd3eHj44PAwEDUqFEDSqVS9HoL3i9BSAhiUvDaWNrr\nRURiiJog9IuKisSRF0FI5OXl4e7du0hNTRU9r+np6VCr1Y89h9C5Fa5BoVCYiQrhBSiICuFFJzTK\nph5cYWToUdjb28Pb2xseHh6ix1Do4AnCWBByrq6uol3CS1r4PVrjXhcUFIhCori4GPn5+WLnWhgJ\nS0tLQ2ZmptjRLioqeuyxTUdchI6dqXgT7rVwj4VOhl6vF79/4Zl+VMfS0dER/v7+CAgIQEBAAHx8\nfESRJnSmTYWx0IG2lrdW6Hjk5ORApVJBrVYjNzdX7Hjk5uYiOzsbt2/fxp07d0QnhuDxexKE36PQ\n9tnZ2Znd0wfbCuH+mnbgBNse1eExRSaTid5ELy8v8X4KHWTh2RY60z4+PvDz8xM7eJbuPGu1WtEp\nUZa4EDoYQidD8GILYk8YqXkcjo6O4vMjvAsffB8K91d4/5m2D4JtGo3moQJOKpWKzjXByRMQECA+\nw4JANn2ehWfAGqOSRqNR/O1lZWUhMzNTdL6lp6fj1q1byMnJEZ9zwTnxpI43BwcHUQwLbYLp6IBp\nJ8RUawj3WKvVip1LoVP3JNLP09NTbGsdHR1Fh1utWrUQFBSEoKAg+Pn5lRoJtmR7YTQaxWfSdKRb\npVLh3r17yM7OhkqlEtvb3NxcFBUV4d69e7h3716p0auy7q2rq6v4nD7YsTPtOJu+34SPqXPtSTsd\nU6ZMgUKhwNSpUy1yj2wu5O/cuYOaNWvi6NGj6NixIwBg0aJFmD59Ok6ePImmTZsiKysLUVFRyM/P\nx99//w2j0YjatWuja9euWLVqFWQyGXbs2IFBgwZh5cqVGDVqFDZs2ICYmBgcOXIEoaGhKCgowODB\ng3Hu3DncuHEDCoXikXYZDAYUFRUhKysLWVlZyM7ORl5enuiJMe0tCj1VU8EieEuFh0jwnpgOLQti\nSPhbECFC71HwhAjDzIJ49PLyqvQhEo9Dp9OZ/TAFL4Fw/03DJASvk+ApEf41Go1lhqnY29uLXnGh\n8yM0km5ubqJoFBotoWNUWcMmHodOp4NKpRLFaG5urviSNw1bEYZHhTAt02F+QdwI91h4uQjeZtMO\nrhByJXQyhbAKoTMkjNJUhWF+AZ1Oh3v37uHu3btiZzYvLw9qtVrs7AjtiXB/TYf8hQ8RmT3HwhC/\n0Ek3Fd/CaKLwYvXy8hJHXyrLMPTjEDyEpqM7gqdfaCMEUWoaTmgqcoQOflmhVnK5HI6OjuI9NG2T\nTcWNq6urOEogCEZriHFbIwhC005Aenq66IU0HbEUnFKmo7XC+/DBcCvTER7TUfEHHVPe3t6iOK8K\nmeaKi4vFkUbTkCrTkW7hXgvP7oMjhWWFBQlaQ7jHCoVCfIaF0WBBc5hGIJi2Eb6+vo/VSRUdIRRT\ncGqpVCpRzwkOReEjtLmm7a7QTpjqOOH9ZhpyKfzehdAqQcd5enqadXIEp6ulsamQnzJlClauXIns\n7GwoFApMmjQJs2fPRnFxMXr16oVjx46hU6dOSEpKglqtRnx8PDp16gQA2Lt3L4YOHSqGChw9ehQv\nvPAC4uLiIJPJYDAYMGTIEPz0008ICwtDcnIyMjMzsXnzZvTr189Wl8zhcDgcDofD4VgEmwr58+fP\nIykpSfSEhISEiPHrRqMRGzduxIkTJxAQEIDY2NhSJW3v3LmDZcuWQaVSoXv37ujbt6+ZB4SI8NNP\nP+Hw4cNirvmaNWs+1J6MjAzRS8up3ty6dQv+/v5V1gvP+XcYDAbcvHkT9erVs7UpnAqEMGJVFSc0\nciyHXq9HWloa6tSpY2tTOBUAo9GIlJQU1K9f3yLHs3loTUWBiNC2bVvExsZi9OjR4nKtVot3330X\nvXr1KpW3nlO5ICJ8+umnUCqVGDdu3EO3KyoqQv369bFp0yZ06dIFAHDmzBlMmjQJ69atM+sMpqSk\nYP369cjPz0fr1q0xePBgi09M4liP8+fPY8qUKdi8efMjO/Bz5szBb7/9hn379gFgWbU2bNiAhIQE\nuLu7Y+TIkWjTpo3ZPidPnsTnn3+OrKws9OzZExMmTOAVpCsJcXFx2LZtG9avX//I7QYOHIhGjRph\nzpw5AJiwX7lyJc6cOYNatWrhjTfeQO3atQEAO3bswOXLl0vFjUulUvj5+SEyMtLq18V5etauXYv0\n9PRSc7OkUinq1asnhgib8sEHHyAlJQVbt241W65WqxEbGwtnZ2d8++235XUJHAvy448/4tq1a2X+\nrgMCAtC9e/dS+yxatAhxcXE4cuQIAPY+mTZtGmQyGaZPn2627U8//YTly5eL754yoSrOsWPHaNiw\nYXTu3LlHbvfLL7+QXC6ne/fuicv0ej3169ePPDw8KCkpydqmcqyI0Wik9957j2QyGR08ePCR2373\n3XdUo0YN0uv1RES0efNmcnR0JACUkpIibnfgwAGSy+VUp04dCgsLI0dHR+rYsSMZjUZrXgrHQiQl\nJZG3tzdFRUWRwWB46HbFxcXk5+dHq1evJiKizMxM6tChAzk4OFDv3r2pcePGJJFIaPfu3eI+ixcv\nJgDUo0cPGjt2LPn4+FDLli1Jo9FY/bo4T8euXbvIzs6OPv7440dud/XqVZJIJOK75a+//qI6deqQ\nt7c39e/fnwICAsjFxYWuXbtGRESjR4+mhg0bUq1atSggIICUSiU5OzsTAAoNDbX6dXEsQ+/evalB\ngwYUFBRE/v7+5O3tLb4fhgwZUmr7/Px8cnNzo+3bt5da9+677xIAatSofpqCEwAADiJJREFUUXmY\nzrECr776aqnftZOTEwGg8PDwUtvr9XoKDAykb775hoiIcnJyqFu3bgSAoqOjxe2MRiNNmzaNAJCX\nl9cjbajSQv6nn34iqVRKy5Yte+y2/fv3p2HDhpkti42NJS8vL/rzzz+tZSKnnFi0aBHJ5XL6+eef\nH7md0WikZs2a0bRp04iIqKSkhDw9PalHjx4EQHwpExGdP3+evv32W1HwCy/248ePW+06OJYhIyOD\natSoQVFRUY8V1+vXrycPDw8qKioiIvYstWzZkq5cuUJErGFu06YN9e7dm4iIbt++TXK5nD777DOx\nU3fnzh1ydHSkFStWWPGqOE/L//73P1IoFPTBBx88tkM+fvx4at++vfj38OHDqU+fPpSTk0NERLm5\nueTq6kqffvppmfsbjUYaMmQIKZVKMwcBp3Kh1+upQ4cOVL9+fcrKyiq1/uuvv6YaNWqQTqczW37o\n0CGSSCTUvXt3LuSrEEajkfr370++vr5069atUut//PFHcnFxofz8fCIiWrBgAdWtW5caNmxIw4cP\nF7e7ePEiOTk5UVhYGLm7uz/ynFVWyBsMBmrUqBHNmDHjsdtev36dpFIpHT16VFx2+fJlksvldPLk\nSWuaySkHVCoVubu708aNGx+77eHDh8nOzo5SU1PFZTqdjhISEggAJScnP3TfO3fukL29PR05csQi\ndnOsx4cffkghISFUXFz8yO2MRiOFhITQ+PHjSy0XENqaV155hYjYi1upVJY69pAhQygiIsJCV8Cx\nBpGRkRQTE/NYES94WdevXy8ue3Cf7Oxssre3p0WLFpV5jHXr1hEAio+Pf3rDOTZj9uzZJJPJynT4\nCW2D4BgSyM3NpcDAQHrjjTdo1qxZXMhXIVauXEkAHjry36lTJ4qNjRX/NhgMpNfrKTw8nEaMGGG2\nrU6no4ULF5KHh8cjz1l18rs9QFxcHG7fvg2FQoGXXnoJEydOxLlz58rcdv78+QgJCUGHDh3EZV98\n8QVatWqFnTt3YsiQIZg3b16ZRag4FZ/vvvsO7u7uSE5OxpAhQ/DJJ5/g+vXrZW47d+5cDB061CwO\nXiaTITc3FwBKVW8kImzbtg2jRo1CixYtEBoaWmaMJKfioFKpsGzZMrRv3x6xsbGIiYnB9u3by8w3\nfPjwYZw+fbrUnArTQmlTp07F5cuXER0dDQA4evQo2rdvXyp1W4MGDZCSkmKlq+I8LWfOnMGBAwdQ\nv359vPLKK3jnnXdw9OjRMrf99ttv4ebmhiFDhojLTBMtFBUV4dVXX4VcLsegQYNK7V9cXIypU6di\nyJAh6NWrl+UvhlMu3Lt3D3PnzsW4cePQunXrUut37tyJW7du4e233zZbPm7cOBiNRsybN6+8TOWU\nA2q1Gh9//DGGDx+OiIiIUuuPHTuGY8eOYfz48eIyIRVrbm5uKX0hk8nEKuKP5Km7HxWUzp07EwCq\nW7cudenShXx8fMjOzo4SEhLMtktJSSGZTGYW35qbm0symYwAUNu2balDhw6kUCgoKCiI8vLyyvlK\nOE9LYGAgAaBmzZpReHg4ubm5kYuLixgaIXDkyBGSSCRlzodYsWIFyeXyUl43jUZDrVq1IgAkl8vp\nxx9/tOq1cJ6epUuXEgByc3OjLl26UOPGjQkATZgwwWw7o9FIoaGhFBMTU+Zx7ty5Q927dyc7Ozv6\n6quvxOW9evUyi3UUmD17NtWsWdOi18KxHDExMQSAAgICqGvXrmK7sW7dOrPt8vPzydvbm5YuXVrm\ncc6ePUtNmjQhNzc32rdvX5nbLFmyhCQSSak2iFO5mDx5Mjk7O4vhVKYYDAZq1qxZqdG87du3EwDa\ns2cPERH3yFchFixYQHZ2dg8NlevSpQsNHTq0zHU1a9akOXPmlFoeGxv72Dk0VVbI16hRgyZMmCBO\nYlOr1dSmTRt68cUXzbZ77bXXqH379mYC7cyZMwSA9u/fLy67ePEiKRQKHuNaySgqKiIAtHTpUvE7\nzszMpBo1atDkyZPF7YxGI4WHh9PIkSPLPM7cuXMpKCjooefJyMigoUOHkkQiof/973+WvQiORRkz\nZgw1b95cfPkajUb69NNPydHRkQoKCsTt9uzZQzKZjG7cuFHqGL/++isplUpq0qQJ/fHHH2brRowY\nQX379i21z8SJE6l58+YWvhqOpWjfvj0NGjSItFotEd1PdvDss8+abTd79myqXbt2mWFZQoe/W7du\ndPPmzTLPYzQaKTg4mAYOHGj5i+CUG2q1mjw9PUsJdYFNmzaRs7MzZWRkiMuuXbtGLi4upFQqafz4\n8fT+++9TWFgYeXt705dffkm5ubnlZT7HwhgMBqpbty69/PLLZa5PSEggOzs7unz5cpnrFQoFrVq1\nqtTywYMHU79+/R557iobWqPVahEcHCxWh3R0dETPnj1x8eJFcZvk5GSsXbsWc+bMMRsWFcp+N2nS\nRFzWuHFjNGnSxGx/TsXH9LsUvmOlUomOHTuafZcJCQk4fvx4qdRPAhqNBi4uLg89j6+vL9auXQtn\nZ2fEx8db7gI4Fker1cLPzw+enp4AWEhE//79odFocPPmTQD3U5XGxsaK6QMF7t69i6ioKISHh+P0\n6dNo166d2fqgoCBcuXKl1HnPnj1bKkUlp+Kg1WpRv359sXaEvb09evfubdZOqFQqLFiwANOnTy8V\nOnXkyBGMHj0aU6ZMwcGDB1GrVq0yz5OQkIArV65g0qRJ1rsYjtXZsmUL8vPzzcIkBAwGA2bMmIEJ\nEybA19dXXK5SqdC1a1e0bNkSf/75J44cOYKrV68iPz8fK1aswOXLl8vzEjgW5MCBA0hJSSnzdy28\nT2JiYhAcHFxqvdFohFarLVNjaDQauLq6PvLcVVbIBwYG4tKlS2bLUlNTUaNGDfHv2bNnIzw8HOHh\n4WbbBQUFAYDZ/gaDAenp6Wb7cyo+Hh4ecHZ2fuSzYPojq1u3bpnHcXJygkajMVu2Zs0aJCUliX/b\n29vDxcUFDg4OFr4KjiUR2gYyKaGRmpoKqVQKf39/AEB8fDwuXLiAqVOnltp/+/btkEgkWL16dZnf\ndVRUFC5duoTz58+Ly27duoWjR48iNDTUClfEsQRBQUGl2om0tDSzNv+rr76CUqnEiBEjSu3//fff\no1WrVpg+fbqZY+hBli9fjpYtW+L555+3nPGccmf58uV44YUXSnX0AWDz5s1IS0vDxIkTzZa3bt0a\ncXFxOHToEH777TecPHkSb7/9NurVq4ekpCQ899xz5WU+x8IsX74cISEhZc6VOHz4ME6cOIFPPvmk\nzH2lUikcHBxKaQyAaQ+1Wv3ok/+7wYPKw6xZs8jT05POnj1LRERHjx4lBwcHMTQmLS2N7O3tae/e\nvWXuHxoaSmFhYZSdnU0Gg4Fmz55N9vb2ZQ6zcyo20dHR1LBhQ7px4wYZjUbavHkzARDnSxw/fpwk\nEgldunSp1L5Go5G2b99OgwcPJgcHB5o3bx5lZ2cTEUtZWr9+fdq9ezedPHmSRo4cSXK5/KFD6pyK\nQVJSEgGgL7/8koxGI2VmZlLbtm2pZ8+e4jZhYWH0+uuvl7n/hAkTyN/fnyZPnkwxMTE0ePBgGjp0\nqJja1GAwUEhICNWrV4+2bNlCO3bsoNq1a1NAQICYcoxT8fjhhx9IJpPRoUOHiIg9J35+fjR16lQi\nYqEU3t7eYv7nBwkPD6dnn32Wxo8fTyNHjqRBgwZRdHS0WTaTjIwMsre3pwULFlj/gjhW4+zZswSA\ntmzZUmqd0Wikli1b0sSJE5/oWDNnzuQx8pWctLQ0kkqltGTJkjLX9+jRQ8xq9iC3bt2ixYsXk6ur\nK/Xu3Vt8jxQXF9OqVavo+eefpwYNGtDixYuppKSkzGNUWSFfUFBAkZGRJJVKycfHh6RSKY0ePVq8\nETNnzqRnnnnmoWnG/vzzT6pXrx45OjqSq6srubu70/fff1+el8CxELdv36bWrVuTTCYjT09PUigU\nNHPmTHH9iBEjHhqDptVq6fnnn6emTZtSkyZNqFmzZmLn8O7duxQVFUUACAA1aNCAp5KrJMyZM4cU\nCgUplUqSSqXUunVrsZMuCP2///67zH137NhBzZo1o/bt21NUVBQNGTKE+vTpQ6NHjxa3yczMpOjo\naPHZ6NWr10OPx6kY6PV6GjlyJEkkEvL19SUA1K9fPyosLCQili7S29tbrCfwIHPnzqWmTZtSeHg4\n9enTh4YOHUrdunUzSz+5fv16cnJyMis8yKl8fPbZZxQQEFDmPInjx4+Tvb19mTnEy+KHH34os3AQ\np/KwatUqcnFxEZ18ply7do0A0OnTp8vcd+XKlaK+aNKkiZia8tKlS9SyZUtxXdu2bR/qCJIQmYwv\nV0HOnj2L27dv49lnnxVDZgDg3LlzMBgMZQ6DCOj1ehw9ehRarRZhYWG8vHolhohw4sQJ5OTk4Pnn\nn4dSqRTXJSQkoE6dOg8Nq3kcKpUKKpUKgYGB4pwMTsUnPT0df/75J/z9/dGmTRsxHCI/Px8HDx7E\nwIEDn/ocarUaBoPhsTGOnIrD5cuXceXKFTRq1MgsnjUlJQU3b95E586d//Ox1Wo1bty4gaZNm1rA\nUo6tyMnJQW5uLurXr19qXXZ2Nn7//Xf07dv3iY9HRI8Mx+JUbAoLC3H79m2zeZUCRUVFiI+PN0tV\na2mqvJDncDgcDofD4XCqItx9yOFwOBwOh8PhVEK4kOdwOBwOh8PhcCohXMhzOBwOh8PhcDiVEC7k\nORwOh8PhcDicSggX8hwOh8PhcDgcTiWEC3kOh8PhcDgcDqcSwoU8h8PhcDgcDodTCeFCnsPhcDgc\nDofDqYRwIc/hcDgcDofD4VRC/h8/WHtsMb911AAAAABJRU5ErkJggg==\n", "text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "code", "collapsed": false, "input": [ "import matplotlib.pyplot as plt\n", "plt.xkcd()\n", "fig = plt.figure(figsize=(12,9))\n", "ax = fig.add_subplot(2,1,1)\n", "ax.set_title(\"Summer Open Thread\")\n", "dlist = [((6,6),4093,2641), ((6,13),6036,3675), \n", " ((6,20),3103,1825), ((6,27),7572,5292),\n", " ((7,4),2105, 1254), ((7,11),3552, 2408)]\n", "d,v, u = zip(*dlist)\n", "\n", "ax.plot(range(len(d)), v, '-', color='k', label='Total')\n", "ax.plot(range(len(d)), u, color='r', label='Unique')\n", "\n", "ax.get_xaxis().tick_bottom()\n", "ax.get_yaxis().tick_left()\n", "\n", "ax.xaxis.set_ticklabels([])\n", "ax.legend(loc=4, borderaxespad=0.)\n" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 11, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAtEAAAEMCAYAAAACgeprAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAAElFTkSuQmCC\n", "text": [ "" ] } ], "prompt_number": 11 }, { "cell_type": "code", "collapsed": false, "input": [ "import matplotlib.pyplot as plt\n", "from matplotlib.dates import MonthLocator, DateFormatter\n", "import datetime as dt\n", "plt.xkcd()\n", "fig = plt.figure(figsize=(12,9))\n", "ax = fig.add_subplot(2,1,1)\n", "ax.set_title(\"Summer Open Thread\")\n", "dlist = [((6,6),4093,2641), ((6,13),6036,3675), \n", " ((6,20),3103,1825), ((6,27),7572,5292),\n", " ((7,4),2105, 1254), ((7,11),3552, 2408)]\n", "d,v, u = zip(*dlist)\n", "\n", "ax.plot(range(len(d)), v, '-', color='k', label='views')\n", "ax.plot(range(len(d)), u, color='r', label='uniques')\n", "ax.get_xaxis().tick_bottom()\n", "ax.get_yaxis().tick_left()\n", "\n", "ax.xaxis.set_ticklabels([\"{}/{}\".format(m,da) for m,da in d])\n", "ax.legend()\n", "#ax.legend(ncol=2, bbox_to_anchor=(0, 1, 1., .102), loc=3, mode='expand')\n" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 157, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAt4AAAEYCAYAAABrzfFrAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ncDgcDofDKQe48OZwOBwOh8PhcMqB/wGXqa3jpK4EsQAAAABJRU5ErkJggg==\n", "text": [ "" ] } ], "prompt_number": 157 }, { "cell_type": "code", "collapsed": false, "input": [ "fig = plt.figure(figsize=(12,9))\n", "ax = fig.add_subplot(1,1,1)\n", "names, count = zip(*[('story645',5), ('BrokeinMileEnd', 4), \n", " ('umataro42',3), ('KyleGalloway',3 ), \n", " ('Others', 5)])\n", "import numpy as np\n", "width=.75\n", "inds = np.arange(len(count))\n", "ax.set_title(\"Hackerspace Front Page\")\n", "ax.bar(inds, count, width=width)\n", "ax.xaxis.set_ticks(inds+width/2)\n", "ax.xaxis.set_ticklabels(names, rotation=15)\n", "ax.set_xlabel(\"Author\")\n", "ax.set_ylabel(\"Post or Share\")\n", "ax.get_yaxis().tick_left()\n", "ax.set_xlim((0,len(count)-.25))\n", "ax.xaxis.set_ticks_position('none') \n", "ax.yaxis.set_ticks_position('none') " ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAssAAAJXCAYAAABlrBnjAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", "text": [ "" ] } ], "prompt_number": 154 }, { "cell_type": "code", "collapsed": false, "input": [ "fig = plt.figure(figsize=(12,12))\n", "ax = fig.add_subplot(1,1,1)\n", "names, count = zip(*[('story645',5), ('BrokeinMileEnd', 4), \n", " ('umataro42',3), ('KyleGalloway',3 ), \n", " ('Others', 5)])\n", "p = [c/(1.0*sum(count)) for c in count]\n", "print p\n", "import numpy as np\n", "width=.75\n", "inds = np.arange(len(count))\n", "ax.set_title(\"Hackerspace Front Page\")\n", "ax.pie(p, labels=names, autopct='%d%%')\n", "ax.set_aspect('equal')" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "[0.25, 0.2, 0.15, 0.15, 0.25]\n" ] }, { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAsQAAAK+CAYAAACl7AgkAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nH8GZDsKWGH7LAAAAAElFTkSuQmCC\n", "text": [ "" ] } ], "prompt_number": 155 }, { "cell_type": "code", "collapsed": false, "input": [ "fig = plt.figure(figsize=(12,12))\n", "ax = fig.add_subplot(1,1,1)\n", "names, count = zip(*[('story645',5), ('BrokeinMileEnd', 4), \n", " ('umataro42',3), ('KyleGalloway',3 ), \n", " ('Others', 5)])\n", "p = [c/(1.0*sum(count)) for c in count]\n", "width=.75\n", "inds = np.arange(len(count))\n", "ax.set_title(\"Which author has the most posts on the Hackerspace front page?\")\n", "ax.pie(p, labels=names, autopct='%d%%')\n", "ax.set_aspect('equal')" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAsQAAAK+CAYAAACl7AgkAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzs3XdYFNfXB/DvNnoXBQSRYkVFXhXBgooFERU0lmiMPcTE\nFFM1icZYE6OxRFNsMfauUVFpCtaoCGJHxIKoYKHDUnf3vH9sdsJKkeSnWXXP53l4HnbqmdkpZ+7c\ne1dERATGGGOMMcb0lFjXATDGGGOMMaZLnBAzxhhjjDG9xgkxY4wxxhjTa5wQM8YYY4wxvcYJMWOM\nMcYY02ucEDPGGGOMMb3GCfFLSqlU4vDhw1AoFFWOLy8vr3bepKQk3Lt3DwAwffp09OvXr1brlMvl\n/yjGefPmoXv37v9onv/SrFmzEBgYqJN1K5VKtG7dGr///rtO1v80ixYtgp+fH7hXRvZvqFQqtGnT\nBitWrHhu6wgPD8fevXtrnCYqKgpXrlx5puv98MMPMWDAgGe6zFedXC7HN998g+bNm8PZ2RmnTp3S\ndUiMVcIJ8Uvq8OHD6NmzJ5YtW1ZpXEZGBho2bIj58+dXGvf48WN4e3tj0qRJAIDU1FQcPHiw2sRa\n4+uvv4a5uTkOHjxY6xjv3LmD2NhYFBYW1nqe5+HWrVvIzc2tNDw1NRWRkZEoKyvTQVTqB5OoqCid\nrFvjzp07yMrKqjQ8NTUVJ06cqHK/vQpSUlJQUFCg6zCqlJSUhOLiYl2HUStEhMTExEoPTiKRCNeu\nXUN0dPRzW/ecOXMwe/bsaseXlZVh8ODBWLVq1TNdb3JyMs6ePftMl/mqe++99zBr1iwUFxfDz88P\nDg4OOonj8uXLOrve/y9KS0uxcOFCeHl5oUGDBnjnnXeQkpKi67BeOZwQv6R8fHxgYGCA9evXVxr3\nzTffICMjA3v27Kk0bvfu3ZDL5ejZsycAoF69eiAilJaWPnV9bm5ucHFxqXWM9erVAwAUFRXVep7n\noWvXrsIDQEWa+HSRfEgkEtja2up83wQGBuLtt9+uNPxF+e6eFx8fH0yZMkXXYVRSXl4OT09PzJ07\nV9eh1MrJkyfRpk0bREZGag0XiUSoW7fucz1+5HI5jIyMqh1/9+5dFBQU/KNrVm2YmZnp/CH/ZZKV\nlYX169fD3d0d586dw6ZNm575d1IbOTk58PT0xNKlS//zdf8viAi9e/fGZ599hvT0dJiammLFihX4\nv//7P8TGxuo6vFcKJ8QvKUtLSwQEBOD8+fO4c+eOMLyoqAhbtmwBAFy9erVSyU10dDQkEgmGDh0K\n4O9k0MDAoMb19evXDzdu3ICHh0etY9Qs29DQsNbzPA8qlarKp+nabvvzUlxc/Fz2TVlZGdLS0mo1\n7Yu6b56V4uJioXpQRdVt939JLpcjPT1da5hEIoFCocD169efOn9JSQnu3r37vMKrFZVKBQDVHkPP\n8/jJz8+HpaVlteM1D/maGJ8VIoJEInmmy6wNpVKJ27dvv3TVmOLi4kBE+OGHH2BjY6PTWIioVufW\ni0QkEsHJyQnffvst0tLScO3aNcTExEAikWDkyJEvZYn3i4oT4pfY4MGDAQAHDhwQhkVHR6OwsBAW\nFhbIy8vTeh1eVFSE6OhodOnSBXXq1AGgLpGSyWSQyWRQqVRITExEfHx8pYuuXC5HRkZGpRiUSiXW\nrVuHuXPnIiIiQqvqhaYes4mJCYgIFy5cQFxc3D+6QaWlpWH79u04dOiQVin2rVu3sHDhQq1llZaW\nYtmyZcjJyUFeXh6WLFmC3377DQqFAllZWVi6dCkWLlwoJBHl5eUQi8UwMjKCSqXC+fPncfbs2Wpv\nODdu3EBERESlJISItF6hnj17Fr/88gsuXLhQ47aVl5fDxMQEgPrmfuLEiWoTWZVKhWPHjmHbtm1I\nSkqqNL60tBT79u3D+PHj4eDggIYNG+LSpUtVLksul+PHH3/E6tWrUVJSgry8PCxbtgwLFy7ErVu3\nhNgAwNTUFESEixcv4syZM9V+dxcuXMDmzZsRGRlZq9KziRMnYuHChQCAixcv4qeffkJ2djYAID4+\nHhs2bEBqamqV8+bm5iI6OhoJCQlVji8qKsLOnTsxatQo2Nvbw9nZGXfv3kVWVhYWL16MNWvWAAAe\nPnyIH3/8EYsWLary2NaYNGkSVqxYASLC5cuX8eeff1Z7E8rMzERUVFS1331BQQG2bNmCYcOGoV69\nenBxcUFeXh7S09OxaNEirFu3DhKJBHfv3sWSJUuwZMkSYb8A6iRz9+7dGDNmDBwcHODs7IybN29W\nG3vF9R46dAinT5+udHxPnz4dv/32GwD1vp8yZQp2795dY+IVHx+PJUuWICYmBoA66fnhhx/w22+/\nQalUAlAfQ6ampgDUx/fJkye1Ht4rKisrw/79+7Ft2zacO3euVklfYWEhzM3Nqx2vieNJRISEhARs\n3bq1ymsdoP4e58+fj8WLF1c6j5RKZaVEPzw8HD4+Pnjw4IHW8MuXL2Pz5s2IiIioVEXn1q1bwvU5\nNzcXGzZswPr167Xi1rQV+eCDD+Ds7Aw3Nzfs378fALBx40aMHz8eAHDv3j0cO3ZM61ipqLy8HNHR\n0di+fTtu375d5TQXLlzA7NmzsXr16mqv9VFRUdi6dStOnz5d6+u45vi0s7NDcnIyMjMzhXFZWVnC\n+LKyMuzZswfLly9HTk6O1jIUCgWOHz+OmJiYSu1jNmzYgC+++AKA+n7x9ddf49dffxXuRampqVi8\neDF27twJQH0dX7RoEZYuXVpttSmVSoWhQ4ciLCwMSqUS586dw9mzZ6vd5oyMDOzYsQMRERHVvhXJ\nz8/HpUuXqn2oKS0trfYc2LhxI7788kvhjYi/vz8WLFiA+/fvY9++fVWuj/0LxF5aWVlZJBaLafDg\nwcKw0aNHEwD65JNPCAD9+eefwrhNmzYRANq0aZMw7K233iJTU1O6fPkyeXh4EAACQD169CCVSqU1\nXf369bXWn5ubS127dhXmAUCenp6Um5tLRESTJk0iAHT9+nXy8vISpunQoQMplcqnbtvrr79OYrFY\nmM/BwYHi4+OJiGjy5MkEgDIyMoR5oqKiCABt27aNwsPDteKq+Pfdd98REdE777xDhoaGlJSURC1b\nthTGd+3aVWvbs7KyaPjw4SQSiQgAGRoa0o8//iiMP378OAGgrVu3kq+vr7CcunXr1ridJiYmFBoa\nSitXriRTU1MCQGKxmFasWKE1XUREBDVp0kRrGwYNGiQs+8KFC+Tk5EQASCQSUbNmzQgAbdiwocr1\nauKt6m/q1KlERPTZZ58RAEpOTqa2bdsK4729vUmhUAjLysvLo4EDB2otw9zcnI4cOVLj92tqakpD\nhw6ldevWkUQiIQDk7u5O48aNE5ZjZWVFV65cEeZRqVS0YMECsrS0FKYJCQmh4uJiYZqTJ09S3bp1\nCQBJJBJhvx04cIB27txZ7XYvW7asyjgVCgWJRCLy9vamVq1aCdM3b95cKzalUknffPON8D0CoBEj\nRlB5ebkwTVRUFFlZWREAkslk1KhRIwJAp06dopUrV1Yb28aNG4mIKC4ujuzt7YXjpGnTpgSAdu/e\nXeO+/uWXX8jW1lZYXq9evSgvL08Y36RJE/Lx8aG5c+dqnW+//fZbtcscNWpUtfGmpqYSEZGlpSWN\nGTOG1qxZQ2ZmZkLcP/30k9ayDh8+TC4uLlrL6NChA5WUlNS4XTY2NjR8+PBqx58+fZoA0MqVK4Vh\n586do/bt22uty9fXl/Lz84VpTp06Jexnzd9HH30kjO/Tpw85OTkJnyMjI8nQ0JAcHBzo8ePHRERU\nWFhIQ4cO1VqGiYkJRUVFCfO1b9+eRo0aRV988YXWcbN27VoiIrp37x41b95cGK65Ps+ePZuIiLp3\n70516tSh4OBgrXNmx44dWvth48aNwvVB8/fBBx9oTfPrr7+STCYTxstkMtq1a5cw/uzZs1qxaOLR\nXOursmrVKnJ0dCRDQ0Ot+YyMjOjOnTtEpL5HNG/enNasWUMODg7CNBMmTBCWEx4eTo0bN9Za7/Xr\n14Xxw4YNE+LVHGcA6L333iMiogULFlR7rO7fv7/K2G/duiXcBxs2bKh1XKanpwvTFRQU0Lhx47T2\nXZ06dSgmJkaY5saNGzRixAit/RAQEEApKSnCNNHR0VrrAUCdO3em0tLSavfvoUOHCAAtX7682mnY\nP8MJ8UuuU6dOVLduXVKpVFRWVkbW1tZka2tLFy5cqHRT69WrF9WtW1frRjN+/HiSyWRkb29PNjY2\n9PXXX1OvXr0IAF29elWYLiQkhGxsbLTWPXr0aJJKpbRhwwbKycmhP/74g/z8/Ojhw4dERPThhx8S\nAHJ2diZLS0v66quvqG/fvgSAzp49W+02lZWVUfv27UkkEtGnn35K165do59++okA0K+//kpEREOG\nDCGpVKqVcGzYsEG4yKlUKrp8+TJFRkaSm5sbubi40KlTpyghIUHY/gkTJpBEIiFHR0eytramadOm\nUe/evQkAXbx4kYjUSVhAQAABoNdff51+/vlnatq0KYlEIuGifODAAeEi1qZNG9q+fTt9/PHHBEC4\nQVbF2NiYnJ2dCQD5+PjQggULyNramry8vIRpjh07RlKplFxdXWnLli1069Yt6tixI5mYmFBRURER\nEbVp04ZEIhHNmTOHHj58SLm5udS6dWuti/KTkpKSKCoqijw8PMjOzo5OnjxJCQkJwjI//fRTAkAN\nGzYkc3Nz+uKLLygkJIQA7YesYcOGkYGBAS1btoyuXbtGkZGR1LhxY/L396923URERkZG1KZNG5JI\nJNSrVy8heRCLxfTee+/RnDlzCAB9+eWXwjzLly8nANSiRQv6+eefafDgwQSA5s+fT0RE5eXl5O7u\nTjKZjBYtWkRZWVmUnp5OLVu2pPj4eFKpVHTx4kWKjIyk+vXrU7Nmzej06dOUkJBAZWVlVcapUqmE\nG1mDBg1o1qxZNGvWLJJKpdSjRw9huu+++44AUNu2benXX3+loKAgAkCrVq0iIiK5XE4ODg5kbGxM\ny5cvp9zcXLp+/Tq1bNmSrl27RiqVihITEyk8PJwsLCzI29ubzpw5Q+fOnSOFQkEqlYqaNWtGEomE\n5s+fT5mZmfTo0SNq1aoVnTp1qtr9vGXLFgJAjRo1omXLltGbb75JAOirr74SpmndujUZGBgQABo/\nfjydP3+eLC0tKSgoqNrlFhcX059//kkrVqwQ5ouPj6ekpCRhGgsLC2rQoIHwILVgwQKytbWlFi1a\nCNPcu3ePzM3NqVWrVhQbG0tXrlyhhQsXEgDasmVLtesnIrK3txcKAx4+fEgRERG0YMECGj9+PPXs\n2VN4MNQ8MNy4cYMsLS3JxsaGfvnlF7p9+zYNGzaMANCNGzeIiCg/P58cHR3J1dWVLl++TOnp6TRj\nxgwaN26csN6ePXuSi4sLEakfVo2Njcna2lq4ZhARjR07lqRSKS1atIiuXbtG0dHR1Lx5c+rQoYMw\njSY+Y2Njmj59Op06dYoA0BdffEFERK+99hoBoA8//JDu3LlDKpWK/Pz8hAddzTFmZGREkyZNoiVL\nlpCzszOZmppSQUEBERFt27aNAHVBRVhYGKWkpJC7uzs1bNhQiOPUqVMkFospKCiIHj16RElJSfTG\nG28ID+a5ublkb29Pbm5uFB4eTklJSbRy5UqSyWS0ZMmSar+f9evXU1BQkPDgN2vWLFq2bBlt27ZN\neKgeO3ascO0cO3YsHT16lFq0aEFdu3YlIqKLFy+SgYEB2djY0HfffUdTp04lANSnTx+tfQ2ADAwM\nyN/fn+Lj48nb25vs7e2JSP1QGx8fTwcPHiSJREL+/v4UFxdH58+f1yr4qCg9PV3r4Xf+/PnCNfGt\nt94iIu17w4QJE+jSpUvC+aZ5aLl37x7Vq1ePnJ2dafXq1ZSSkkIHDhwgY2Nj6t+/PxERpaWlkZmZ\nGbVu3ZqOHDlCV65cEZL47du3VxmfXC6nDh06EAA6f/58td8B+2c4IX7JaRKHlJQUoYT0vffeo7Ky\nMpLJZEJJQFpaGolEIpoyZYrW/JoSOSsrK+GmEBsbSwDo4MGDwnT+/v7CTYCIKDk5mQDQ5MmTq43t\ngw8+IABkZmYmlKbFxcURgEqlGBVt376dANA333wjDNMku5qSx4CAgEol1ppStidLJzt06EBNmzat\ntJ63336bAJClpSUlJycTEdGJEycIAO3bt4+I1CUjACg0NFSYT7OfNRe9ffv2CSVNmoRy1apVZGlp\nSXK5vNrtNDIyIgDUr18/ISELDQ0lKysrYZpu3bqRiYkJ3bp1S2t7PDw8iEidBIpEIvL19aWEhASt\n0tva6NWrFzk6OlYarnnDYGJiItzoz58/TwBo8+bNRESUkZEh3Og0n9955x0C1G8oalK/fn0CQL17\n96aysjJasmSJ1n5XKBRkbW1NgwYNIiL1zcfZ2ZkaNGhAhYWFRKQuhbOzsxMeIB4/fkwAqGfPnnTh\nwoUaS+c9PT2pTZs2tdpHDg4O5O7uTllZWcKw0NBQEovFlJmZSeXl5WRpaUkeHh5CiU5mZiZZWFgI\nDwbXr18nADRgwAC6cuVKtTdiIiInJyetZJtInagB6rcX58+fr/X33KpVK7K1taXs7GwiIiotLSVX\nV1dydXUVptGU/PXv31+Iq2fPntSqVaunLj81NZUA0IwZMyqNMzc3JwAUGBgo7JeJEyeSqampMM3s\n2bPJ0NBQOL4PHz5MrVu3JqlUShcuXKhx3Q0bNiRra2utkkVN6aaLi4uQjB89epSI/j7fjx07JixD\n81Cv2e7vv/++0kPfk/z9/cnNzY3Wrl1LMpmMbG1ttZISzZs7zcPcw4cP6YMPPiCRSEQTJ04UptOU\neh46dIiI1Me4hYWFUILu7OxMrq6udPLkySpLCjUPN4mJicKwrVu3EgDauXMnKZVKcnd3Jzs7O+H7\nJyJydHSk3r17C5979epFdnZ2WqXkFa1cuZJEIhGdO3eOiNQl7506dSIANT50a3z44YckFourPOY1\nbxrmzJkjDOvduzeNGDGCiP5+41lx/wYHBwvnHhHRiBEjhIc+zfVX8wbxyQddMzMz4ZpSk5KSEgJA\nnTp10noD1bNnT7K2tiaVSkUxMTFaJdFEJLyZ1NzfPvnkE5JIJFoPigqFgqRSqfB2Y8aMGVql5tHR\n0eTp6UkymYwuXbpUKbaUlBThjWvFNxfsf8d1iF9ynTt3BgCcPn0aGzduBAC89dZbkMlk8PDwEOq2\nrlu3DgAwYcIErfnpr3pK8+bNg7u7O4C/G8Hl5+cL0+Xn58PCwkL4vGPHDkilUnz00UfVxqZZ9syZ\nM4XGeFUt+0kbN26EgYGBUC8M+LthjKZOolQqrTSfpm6ZsbGx1nBjY2OUlJRUG9/cuXPRpEkTAH83\nItPEFxERAQB49913hfl69eoFOzs7ob6txsyZM4V1jx07FtevXxfqCFeFiGBqaoqVK1dCJpMBUO+f\n/Px8EBHu3buHI0eOYPTo0XB1ddXaFxX3w9ChQ3H69Gm0bdsWtra2mDx5cq37jH7avpk+fTpatWpV\n5b6JjIyESCRCnz598OGHH8LNzQ1r167F5MmTMW/evBrXa2FhAScnJ2zfvh0ymQxmZmYAgEaNGgFQ\nNy7z8PAQ6jteu3YNaWlpGD16tLDtpqameO2114Rp6tSpg169euHQoUNo3bo17O3tMWPGjCp7UKlu\nu6tibm4Oe3t7rQZBbdu2hUqlQlpaGs6cOYO8vDyMHz9e2Ed16tRBUFCQEJurqyt8fHywZ88etGjR\nAk5OTvj++++r7O6wqtjMzc3Rt29fHD16FF5eXrCzs8O0adNq3Ib09HRcunQJw4YNg7W1NQD1dzhs\n2DDcuXNHqKual5cHAPjhhx8gEomE+WuzfzTHe3XHkLGxMVatWiXsF0NDQ8jlcmHdERERCAwMRHJy\nMrp06YIePXqgqKgIBw4cgKenZ43rVigUKC0tRatWrfDFF19g+/btuHbtGuRyOW7fvo1p06YBUDdA\nViqV2Lx5M3r06AE/Pz9hGZpzSbPd27dvR+fOndGhQ4dq16tSqZCamooxY8agvLwcjo6OaNasmTA+\nOjoaKpUKwcHB+OSTT+Dm5oYVK1bgo48+wqJFi7SWFRAQgB49egBQN566fv063nnnHQDA8OHDcfv2\nbXTq1AnW1taYMGECHj9+LMyrqT/dvHlzYVjbtm0BALdv38aZM2dw8+ZNTJo0Sfj+K24zoK4rHRMT\ng3fffbfa+tgRERHw9fVFYWEh+vTpA19fX9y5cwc7duyAv79/tfupIkNDQ61jqyJra2tMnjxZ+Lx1\n61asXLlSWHfHjh3RunVrYfzIkSOFcw/4+/idM2dOpWv/k+d+bc97Q0NDyGQyuLq6avVk0rZtW6GN\niuZ+O336dGF8xfsUEWHLli3o3bu31vFx//59KBQKNG7cWNjGoKAgXL58GX5+fujVqxdKSkpw8OBB\ntGzZUiuu8PBwtGnTBpcuXcKCBQsqHU/sf1M5q2AvlXbt2kEikSAyMhK7du1Cu3bt4OXlBQBo3bo1\ntm3bhuLiYqxevRp9+vTRSqyAvxMfTeMM4O+TWnOhAdQXlooXm7i4ODRt2rTG/iRrWnZNCfH9+/fh\n5uamdSHStCYXi9XPcBYWFpUaL2jGPXnhfVrSV9O2axqXuLm5ac1rYGBQ6WJb8YYikUiErsuqQ0QI\nCgrS2odKpRIqlQpFRUVCDwQVb3iAetsr7r8tW7bggw8+wOHDhxEWFoYFCxbg3r172Lx5c43rB/63\nfXPnzh2IxWJ06NABRkZGeP/99/Hxxx/Xqo9RuVyOpk2bCg9ZmkaeFRuBOjk5ISIiAkRU7fdgaGgo\nxC8SiRAREYFjx44hJiYGe/bswcyZM5GZmYmffvqp0nZXTC5qYmxsXOlYq/hgp1lOTceIVCrFiRMn\nEBsbi9jYWOzatQtffPEF5HI5Zs2aVWl9VX0n+/btw4kTJ3D48GHs3bsXc+fOxcOHD6vtZ7emY1el\nUqG8vBwSiQQ5OTnw8fERHgoB9flOtWjY9rSEuHfv3nBychKGVTz/ra2tkZqainPnzmHv3r1o2bIl\nNm3ahKFDh1b5wPukgoIC9OjRo9pGRZrrABGhoKAAhYWFVZ5LmuuGpvHU1KlTa1xvUVERVCoVQkJC\n0KpVK8yZMweTJ0/Gjz/+CODv86JLly6QyWSYMGECPv30Uzg6OlZa1pNJqJ2dnfD/vHnzMGzYMERF\nRSEiIgIrV67EpUuXcPLkSYhEImHfFxUVCcdjxePy/v37ACpfPywtLYVeMhITE6FUKtGtW7dqt/fO\nnTu4evUqunTpAnd3d6xcuRKjRo36Rz3k1PRDUcbGxkKBAABYWVkBUB8rDx8+RK9evbSm1zxcaY65\nnJwcmJmZISQkRJimum5E/8mD8NPO+/v376NOnTpa13nNfUoikaC4uBgZGRlC43eNixcvAvj74T81\nNRUXLlzA7t274enpic2bN2Po0KGVejJJT09HSEgILC0tsX//fnTp0qVW28Fqj0uIX3KmpqZo3bo1\nNm3ahOLiYkycOFEY17p1a5SWluKHH37AnTt3hJKHipRKJaRSqdYNSHNBqthiWiqVapVmGRsbo6Cg\noMabpqYUqGIiXdWyn1SnTh1kZmZqLVuTZGlaHzs6OiI3N1fr4qa5sT3ZEri6i6AmvooX9ifj09zE\nKraOf/ToEe7du4c2bdpoLa82CcST63+yRENTkvPgwQOhRPLJxK1+/fpaP5ghEonQqVMnTJ8+HadP\nn8bAgQOxZcuWSl16VeVp+6am787KygpKpRKff/450tLSMH/+fOF7Sk9P12pN/qTMzEzY2toKnzU3\nlYpdpDVo0AB5eXnIzs4Wvocne55ISEjQ+h7EYjG6deuGWbNmIT4+Ht27d8eKFSsq9XzxT26MhoaG\nlUpyz58/DwBwd3ev8hihv36womJsUqkUvXr1wrfffovExES0a9cOixYtqvXxqkmyZs6cibNnz6J3\n795Ys2ZNpRb5GvXr168UFwCcO3cOHh4eMDIygkKhQHFxMZo2bao1jampabU9FjwZK1B1QlzV8f3k\nMWRtbQ0bGxvs27cPFy5cwBtvvCFciy5dulTtOaVQKJCfn691DD1Jk2wWFBTA1NQUBgYGVZ5LBQUF\nUCgUEIlEMDAwqPFhHVA/ELZt2xZ//PEHZs6cid69e2Pp0qVC7w9WVlZQqVT48MMPkZaWhkWLFgnH\nyIMHD/Do0SNhWU+7Znh5eWHy5Mk4fPgwJk2ahFOnTuH06dMA/k4MKx6bmuOyUaNGwkPmk+ehg4OD\ncMxovp+attnKygpGRkbYsmULrl27htDQUOGaefXq1af+qJOmK8Hqemiobh+IxWI4ODhUOn4TEhIg\nk8nQokULIXYXFxetAhRNCfiTPzr0T857AwODKs97MzMz2NnZoU6dOsjLy9PqcabifcrQ0BBGRkaV\nziNNLzd169YFoN6/tra22L9/P86fP4/hw4cLyXDFc8DCwgLjxo3DsWPHOBl+TjghfgV07NgRRARD\nQ0Otp1HNa6a5c+fCwcEBffr0qTRvSUlJpZtWgwYNAECrCzADAwOtE3/IkCFIS0vDjBkzhItGQkIC\nRo4cKfRJWlJSArFYrPX0X79+fYjF4mq7XwKAbt26ITMzU+hPWaVS4cSJEwCAY8eOAYBQveOPP/7A\n48ePcfHiRcTHxwOofIGVSCRVXgQ1216xRPnJbX/99dcBAB9//DEeP36M9PR0jBw5EmKxGAMHDtRa\n3j9JiBUKRZUJg7OzMwB1EqNJtjZt2iRc2B89eoSkpCRcv34dGRkZWLNmjXDjJSKtRPlpP7YCqPeN\nUqmsdOHX7K+K3UvZ29vDwMBA2DdDhw6FTCZDfHy8cNHXdB3Uvn17fP3111Wuk4hQXFws3LSAv0vG\nKnZpp0no7t69i6ZNm8LLywvLli3DmTNnUFRUhO+//x7Hjx8X+tT+8ccfMWXKFKSnp4OIkJOTA7FY\nDKVSWamEqrpjoipisRgPHjzArl27kJCQgJ9++gnLly9Hp06d4OTkBB8fH7i4uGD+/Pm4ePEiCgsL\nMXXqVFzPWojYAAAgAElEQVS6dAlDhgwBAMyePRszZszAo0ePQETIzs6GRCJBeXl5pe7BpFJppdh+\n+eUXfPrpp7h//77WtqlUqmq7gHNwcEDXrl2xatUqHD16FMXFxfj5558RFhYm7DNNkvLkcVi/fn1k\nZ2drvSWqbt8AlRNilUpV6a0S8PfxrTmGRo4ciYyMDNy4cUPo+/rBgweYNm0aPD09kZiYWOV6Nceb\nvb19tbFpku+8vDzIZDJ06tQJBw4cELr5KiwsREJCAhQKBU6dOgWxWIwhQ4Zg9erVOHr0KAB1Ur9p\n0yaEhoYK53deXh5sbGwgEokgFouxbt061KtXD6GhocjOzsagQYNgZGSEhIQE4bwtKysTqh5UrB5Q\n3TXj4MGDGD16NJKTk6FSqVBYWCico5r9pNn3mzZtwtmzZ7F37168//77MDY2Rv/+/eHr6wtDQ0Os\nXr1aKOm8ffs27t69i7i4OJSUlMDX1xdOTk6YOnWqcE3Oz8/HrFmzhB+wGDlyJHJycpCUlCRUxcrK\nysKCBQvQqlWrWv8aYU3d4FVn2LBhOH78ONasWYPS0lKEh4dj4cKF6NOnj/B2qarrqOba8WS1tqrO\nreqIxWIkJydj//79OHv2LGbNmoWwsDAMGDAAhoaG6NatGxQKBZYvXy5sx/HjxwGo71MSiQQhISHY\nu3cvzpw5g8LCQkybNk14o6Ep8Bg1ahTS09Nx8+ZN4bvNyMjAV199BU9PT6FEOT8/H8HBwZVK/Nkz\n9FxrKLP/hKYhhbe3t9bwwsJCMjY2rrbRCxGRn5+fVq8GGg0aNCBfX1/hc69evbQaIZWXl9OAAQMI\nUHezpekyxtbWVmigFhgYSI0bN6607GbNmtXYYOfBgwfk6OhIAKhx48ZkZ2dHYrGYzMzMqGHDhqRQ\nKOj+/ftkY2Oj1ZhG8xcbG6u1vJCQEK2Gahrdu3enli1bVhru5uZG7dq1Ez5ruiCr+Ddv3jxhvKZR\n3fHjx6vdpifdvXtXq4cEDU2XaEuXLiWivxsKmpqaUosWLcjAwEDouuvbb7+lGTNmCDFpui8DQEOG\nDKlVHCNGjCCZTFapwUtwcLBWS3QNT09PrQaKK1asELocsrCwIKlUSoC6a6S0tLRq1+vo6EiBgYHC\n55ycHAJAn376qTBM003a3r17iYgoJiamUhdOfn5+Qq8hml5NntwXFbtw0ujZs6dW11k1qdiVnubP\nyclJqxeWPXv2aK0TAAUFBQmN3zQNoJ6MrWIvGhpt27atdH58/vnnVc4/duzYGmM/c+aMVpdegLon\nFE0vBETqhkavv/661nyzZs0iAHT58uUal19UVEQA6N1339Ua/vDhQwJAc+fOrRQPAFq4cCERqa9R\nml5tJBKJcGyLRCL6+OOPq218eOPGDQJAP/zwQ7WxaRrIbtu2jYjUjZWkUikZGhpSixYtyNTUlCws\nLEgkEtGYMWOISN3dlqaLMgcHB6pTpw4BoG7dugmNNO3s7IQeAjR27NihFc/atWuFnjssLCyEc6RJ\nkyZ08+ZNIlI3qhswYECVsa9du7bK79vHx0eI46uvvqp0XBoZGQmNXomIpk2bRoC60bSHhweJxWJh\nH2u689uzZw8ZGBiQWCwmFxcX4Z4xc+ZMIlL3+qPpBUYkEgnzA6BRo0Zp9fRTFU0D1Ooa1dnZ2VU7\nb0ZGRqXuyOzs7IQG4EREXbp0qXSf2b9/PwGg9evXaw13d3cnPz+/GuPVqFevXqX927JlS6Grz7y8\nPKFbR3d3d6GhsIWFBVlbW5NcLqc7d+5odZlpYmIinMuaXooKCgqoe/fuVZ4Dn332mbDfNL2KPK07\nQvbvcR3iV0Dfvn3x/vvvV2oIYmpqijFjxuDgwYNVVpcA1CVPVMUT+vTp07VKGzdu3KhVyiaVSrFr\n1y7s378fu3btQmFhISZNmoTRo0cLT76LFy+u8meRK5ZGVMXOzk7o0D4+Ph7169fH6NGjUVhYiMWL\nF4OIUL9+fcTHx2PdunXIzMxEw4YN4enpiW+++QYNGzbUWt5rr71WZeOPpUuXVllqMW3aNK3XmvPn\nz4e/vz+2bdsGmUyGt99+G+3btxfGt27dGgMGDNBqOPE0jo6O2L9/v1YDH0D9k8Ljx4+Hj48PACA0\nNBTe3t7YsmULHj9+jM8++wyvv/46Fi9eDCcnJ7z55pvw9vZGREQE0tPTYWNjgx49euC1116rVRzB\nwcFo2bJlpXrXCxYsqLLT+i+//BLJycnC57fffht9+/ZFWFgYkpOTYW1tjS5dusDPz6/GX/NasmSJ\nVjUdMzMzGBkZac3TsWNHeHl5CaWA/v7+uHjxIpYvX44HDx6gd+/eGDFihLCcRYsWoVu3bjh06BAe\nPnwIW1tbBAYGIjg4uNL6hwwZUusSfSKCm5sbZsyYgfT0dDRs2BADBw7UqmoTEhKCxMRErFq1CllZ\nWQgODsaQIUOEUrw1a9agX79+iI2NRWZmJuzs7NCvXz8EBgZWWt8bb7yhVZcUUNcn7dy5M6KiovDg\nwQPUqVMHAQEBGDBgQI2xt2/fHpcuXcLy5cuRlpaGbt26YezYsVol/99//32lKhPBwcE4c+ZMlfVe\nKzIyMsL48eMRGhqqNbxevXo4ePBgpWtSmzZtEBoaCl9fXwDqa1RERATOnDmDqKgo5Ofnw9XVFf36\n9avx531tbW3Rpk0beHt7VztN27ZtMXfuXHTv3h0A0LNnT1y7dg0bN25Eamoq3n77bYwaNQp79+4V\nqhe5urri4sWL2Lx5Mw4fPizUTR04cKDwXa5du1aojqAxaNAg/Pzzz0IDudGjRyMgIABhYWG4du0a\nLC0t0blzZ3Tt2lU4XocNGybUI33S6NGj4ebmhr179+LOnTuwsLBAx44dMXz4cCEOzfH7+++/4/Hj\nxzAzM8PgwYOFV/EAMGvWLAQGBmLHjh2Qy+WYMWMGgoODMXXqVGEbQkJCcOXKFaxduxaXLl1Cw4YN\n8eabbwrXOJlMhq1bt2LKlCkIDw9HVlYWGjRogKCgoErHTVUyMjJQv379KhvV9enTp8Y2B/b29jh3\n7hxWrlyJxMREtGrVCh988IHWLxR+9tlnlapGdOzYEUFBQVqN8QB1aezTGmtqEBE6duyIcePGITMz\nEx4eHggKChKuURYWFkhISMD27dtx8uRJ2NraYuTIkZDJZJg1axZUKhWcnZ1x9epVREdH49GjR+je\nvbvQUFtznzQzM0N0dDROnz6NqKgoFBQUwNXVFf3799e6l3Xu3BmmpqY6/+XXV5mIantXYIyx5yg1\nNRX16tWrsWcOXfDx8UFJSclTf3mQsf/Sl19+iXnz5uHx48c11qXWtWPHjqGwsBBBQUG6DuUfqVu3\nLjp16oQ9e/Y80+WGhoZi165dyMrKqrbnDaYbXELMGHsh1FQiqEsqlYpvXOyFo6n//aIfmy9rA7Dn\ncd7Hx8djy5YtCA4OfuG/N33ECTFjjNWAE2L2ItK83OVj8/kgov9p35aUlMDb2xvGxsZwdXUV+hY2\nNjYW+shmLxbuZYIxxmrg4eEh/DgJYy+KJk2awN3dXfhRG/ZstWzZUuja7d8wNDTEsGHDYGJigmvX\nrqGgoADvvvsuEhMThR+qYi8WrkPMGGOMMcb0GpcQM8YYY4wxvcYJMWOMMcYY02ucEDPGGGOMMb3G\nCTFjjDHGGNNrnBAzxhhjjDG9xgkxY4wxxhjTa5wQM8YYY4wxvcYJMWOMMcYY02ucEDPGGGOMMb3G\nCTFjjDHGGNNrnBAzxhhjjDG9xgkxY4wxxhjTa5wQM8YYY4wxvcYJMWOMMcYY02ucEDPGGGOMMb3G\nCTFjjDHGGNNrnBAzxhhjjDG9xgkxY4wxxhjTa5wQM8YYY4wxvcYJMWOMMcYY02ucEDPGGGOMMb3G\nCTFjjDHGGNNrnBAzxhhjjDG9xgkxY4wxxhjTa5wQM8YYY4wxvcYJMWOMMcYY02ucEDPGGGOMMb3G\nCTFjjDHGGNNrnBAzxhhjjDG9xgkxY4wxxhjTa5wQM8YYY4wxvcYJMWOMMcYY02ucEDPGGGOMMb3G\nCTFjjDHGGNNrnBAzxhhjjDG9xgkxY4wxxhjTa5wQM8YYY4wxvcYJMWOMMcYY02ucEDPGGGOMMb3G\nCTFjjDHGGNNrnBAzxhhjjDG9xgkxY4wxxhjTa5wQM8YYY4wxvcYJMWOMMcYY02ucEDPGGGOMMb3G\nCTFjjDHGGNNrnBAzxhhjjDG9xgkxY4wxxhjTa5wQM8YYY4wxvcYJMWOMMcYY02ucEDPGGGOMMb3G\nCTFjjDHGGNNrnBAzxhhjjDG9xgkxY4wxxhjTa5wQM8YYY4wxvcYJMWOMMcYY02ucEDPGGGOMMb3G\nCTFjjDHGGNNrnBAzxhhjjDG9xgkxY4wxxhjTa5wQM8YYY4wxvcYJMWOMMcYY02ucEDPGGGOMMb3G\nCTFjjDHGGNNrnBAzxhhjjDG9JtV1AIwx9iogImRnZyMzMxOZmZnIzs5GXl4eCgoKkJ+fj+ycbOQV\n5CE3PxcFhQUoLSuFUqmEQqGAilQwNDSERCyBmakZDAwMYGttC6lECqlUCmNDYxgbG8PS0hJmZmYw\nNDREYGAgRCIRzp8/D7lcjuLiYhQVFSE3NxdisRgKhQIikQhEBIlEAqVSibKyMojFYkgkEkilUiiV\nSohEIshkMpibm8PU1BQWFhawsrJCnTp1UK9ePZiamup61zLG2HMnIiLSdRCMMfYyKCsrQ2pqKm7d\nuoWUlBRcunoJV1OuIvV2Kh7dfwSRVARDC0OITcWAEaA0VEIpU6JcWg6FTAEY4O8/CQAR/n5PpwRA\nAMr/+r/0r88q9WexUgwDhQEkCgnkCXL8tuo3BAQEoWXLoQDMQGQMpdIECoUVRCIVVCopRCICkQgi\nkRJEUqhUMohEKohESohEChBJIBIRRKIySKWFEIvlEInyAeRCochEaekjSCRSWFs7wM6uPho0qI9G\njRzh6toADRo0QKNGjdCkSRMYGhr+x98EY4w9W1xCzBhjTyAi3Lp1C2fOnMHJ0ydx7uI53LxxE9mP\nsmFsYwyJjQSllqUosSwB6gJoAsAKgCFQhrLnEpMKKpSgBABgLDFGWVkZpFJ75OUdey7rUyMoFPl4\n8CADDx6k48KF+wDuw9DwOgwND4EoBUVFt+Hg4Ib27dvBz68NvL290aZNGxgbGz/HuBhj7NnihJgx\npvcePXqEuLg4xByJwbFTx3D10lWIDESQOElQULcAcATQCoA1UCgp1HW4KJeUo6CgABYWz3tNIgCW\nf/01E4aWlqr/1Mpw794V3LuXgIMHE2BgsAFFRUl/Jclt4efXBm3btoWXlxfMzMyed8CMMfavcELM\nGNM76enpOHToEKJionD0+FE8evgIRg2NUFivECpXFdARwAucuylkCuTk5sDEBJBKAYVCl9EYAPg/\nAP+HkpK3UFICAKW4e/cK7t5NwIED52BgsBFFRVdQr54zunXrjAEDeqNHjx6wsbHRZeCMMSbgOsSM\nsVdeUVERTp48icioSGz/YzsePXwEWSMZCh0KAWcA9aCu0/uyOAOMbTAWa1asgZ0d8OiRrgOqjTIA\nSQCOwMIiEiUlJ+Do6IYBA3pjwIC+6NixI6RSLqNhjOkGJ8SMsVeOUqlEYmIiDh8+jK17tuLq+asw\namAEeX05lI2VQH283J1OXgD6S/pj3459aNwYuHFD1wH9G+UAzkIiiYCJyX4A99C3bz/0798TvXv3\nRp06dXQdIGNMj3BCzBh7Jdy+fRvh4eHYsW8Hzvx5BlJLKcqcylDqVgo0BPAqdYSQDHR62AknDp+A\njw8QF6frgJ6F2wDCYG4eg9LSWDg7N8LAgb3Rq5c//Pz8YGRkpOsAGWOvME6IGWMvpZKSEsTGxmL3\n3t04EHkAOTk5EDUWobhhMeCKF7oO8P/sDuBxwQNXEq4gIACIjtZ1QM9aGYAzkEgiYWoai9LSy+jZ\nMxBvvjkQAQEBXPeYMfbMcYUtxthLgYiQkpKCw4cPY8uuLYg7FQdDR0MUNCwA9SbADi93NYh/QgYU\nFxcDAF7N3s0MAPhBqfRDfj4APMaBA3/g2LGNKC2dAA8PL4wYEYx+/fqiadOmEIlEOo6XMfay4xJi\nxtgLq6ysDDExMdi2axvCDoShuExd+lvkUgS4ATDRdYQ68hhwOOCA9NvpGD4c2LpV1wH9l4oBHIaR\nURjE4nAYGRF69OiB4OCe6NmzJ+zt7XUdIGPsJcQJMWPshfLgwQNERERg2x/bcDT2KGT1ZChwKwA1\nIcAW6q5x9V0OYLPNBlkZWRg3Dvj9d10HpCsEIAXAIZiZRaO8/Ajs7BwRHNwbQ4aEcM8VjLFa44SY\nMaZTZWVlOHXqFPYf3I8/9v+Be2n31F2iNSwEGuPVrgv8bxUCZqvNUJBTgPfeA375RdcBvSgUAM5B\nLD4IU9O9ILqHPn36YujQfggICIDF8/8lE8bYS4oTYsbYfy4zMxPh4eHYuH0jjsUeg0E9A8id5VC6\nKQEnvFx9AutCKSBbJENZSRmmTAHmz9d1QC+qNAD7YG4ehtLSP+Hp2R5DhgSiT59AtGzZkuseM8YE\nnBAzxp47lUqF+Ph4hO0Pw859O3Er5RYMGhmg0LUQaALAVNcRvmQIwCxAUa7A3LkSfPONrgN6GRQC\niIGRUTgkkkgYGJQhMLA3goL84e/vD0dHR10HyBjTIU6IGWPPRXZ2NsLDw7H34F5ERkaCjAglbiUo\ndy1X/zocV+38n8i+l+FxxmOsWWOJTz7RdTQvGwJwHUAUzM2Porz8COztHfHaa33w2mv94evrC4mE\nX1Mwpk84IWaMPTPp6ek4cOAAVm9YjfMJ52HoboiCBgVAIwDcdewzZbzEGDev3sS+fQ545x1dR/Oy\nU0Ld7/FBmJiEAchAv379MWBAb/To0YN/NY8xPcAJMWPsXyMiXLt2DXv37cX6retx68YtSBtLIW8k\nVzeIM9B1hK8u059McfnsZcTGumDcOF1H86pJBbAX5ubRKC09BlfXZggK8kdwcB/4+vryr+Yx9gri\nhJgx9o+Ul5fjxIkT2LZzG/7Y9wcKiwuhaqRCSeMS9S/E8Zvm/4TZr2ZIPJGI06cbYeRIXUfzKisF\ncBoSyWGYmkagpOQqWrb0xoABPTFwYAhatGjBjfMYewVwQswYeyqlUonY2FisWLMCBw8chLSOFIWu\nhVA1Ual/IY7zgf+c+QpzxMXE4fz5Zhg+XNfR6JN8AMdhYBAJmWwfzM2lGDNmOIYPHwJPT09dB8cY\n+5c4IWaMVUmlUuHkyZPYuGUjdu7eiXLDchR6FII8CODuXHXOYrUFThw8gevXW2HwYF1Ho68IQAJk\nsm2QybbB3t4Go0YNxtChg9C8eXNdB8cY+wc4IWaMCcrLy3Hs2DHs2L0DW7dvhcpYBXkTOVRNVUA9\nXUfHKrL43QKxu2Nx714bhIToOhqmbph3AgYGuyCV7oa9vS3efnsERo4cgfr16+s6OMbYU3BCzJie\nIyIkJiZi5W8rsXnLZoisROrqEB4q9U8lsxeSxVoLHNp+CI8eeaNfP11Hw7SpAByFkdEmEO1C27Y+\nmDRpHAYOHAiZTKbr4BhjVeCEWIfy8/OxYcMG3L59G2ZmZggMDISvr+8zWfa0adPQpEkTjBo16l/N\nX1RUBBMTk1pPL5fLkZ+fDwcHB2EYEeHMmTPw8fHRanRSXl4OlUoFQ0NDAMDbb7+N/v37o3///k9d\nT3R0NOLj43H79m0kJyejsLAQFhYW8PT0xKRJk+Dm5vYPtlItLi4OBw8exIwZM/7xvC+z/Px8bNq0\nCYt/WYz0h+koaVkCZSsld4/2krBcb4moLVHIzGyPvn11HQ2rXhGAPTA3XwGZ7BamTJmECRNCYWlp\nqevAGGMViHUdgD6LiYnB+++/j/DwcKxYsQIdOnRAaGgonsUzyqlTp3D8+PF/Ne/atWthZmaGY8eO\n1Xqe0aNHw8/PTyv2Xbt2oUOHDoiOjtaa1svLSytxPXToEC5evFir9axZswZfffUVjh8/Djs7O7Ru\n3RpmZmbYtWsXYmJiah1vRTExMdi3b9+/mvdldPnyZYwePxr2Tvb4fPnnSGmdAvm7cii7cjL8UuGi\njJeECYA3UFBwFNnZezBz5jnUr++Gjz+eggcPHug6OMbYX/i3onSosLAQIpEIV65cARHh999/x1tv\nvYWAgAAMGTLkf1q2kZERiouL/9W8AwYMQGZmJtq3b1+r6YuLixEWFoaysjLcvHkTjRo1AgBERkYC\nAKKiohAQECBMv3z5cmRnZwuflUolpNLaHYp2dnbw8vJCYmJibTfnqTIzM2FmZvbMlvciUigUOHDg\nAOYsmIMrV6+g7P/KoAxVcuO4lxgRQSQSgd/xvUzaoqhoM4BU/PrrQixf7oGRI0dg+vQpcHJy0nVw\njOk1LiHWoZKSEqGDd5FIhHHjxsHb2xtRUVFVTq9UKqFSqWq1bJVKpVVXTS6X4+DBg7Wa18rKCp99\n9pkQ26VLlyCXywEAjx49QkFBgdb0586dQ1lZGQBoJaqaEurk5GSt6f38/BBSoRVQWVlZrevV1ab0\nPCEhAeXl5QDUv5xWUlJS4/RyuRy2tq9mZVm5XI7FSxajvkt9jPx0JOLt4lH8XjGUXTgZfumpAKlU\nCoVC14Gwf84FpaXLUFJyFevWGaJxY0+MHfsu7t69q+vAGNNbnBDrUGFhIczNzYXP2dnZSElJgbu7\nOwAgJycH7dq1w8WLFzFy5EiYmJigadOmQrKXlJSEQYMGwcHBASEhIVoXU4VCISSZxcXFCA4OxsiR\nI6H46+556tQpdO7cGSYmJnB3d8eSJUuEeSMjI/HGG28InwcMGIBff/0VH3/8Mezt7eHi4oJz584J\n48+fPw+RSAQbGxth+K1bt5CcnAx3d/dKCfGECROwY8cOrVgrlhDHx8fD398fJiYmcHV1xffff1/t\nPgPUDxaFhYUA1A8N7dq1w86dOzF8+HA4OjqiWbNmuH//vjB9WFgYfHx8YG5uDl9fX1y8ePGVS4jz\n8vIwc/ZMODg7YNrv0/C4z2MUjCwAPMHvhV4RpCQYGBjgr2dR9lKyR1nZDygpScamTVZo0sQL48e/\np3W9Yoz9Nzgh1qHc3FyIRCIcOXIEGzduRLdu3QCoE0YAePDgARISEtC+fXuoVCosWLAAN27cQFpa\nGjIyMtCxY0ckJSUhNDQUCQkJGDNmjLDs8vJySKVSFBUVYeDAgTh9+jTCwsIglUpx584d9OjRA82b\nN8eOHTswfvx4fPbZZ7hx4wYAdYJ78uRJYVkymQxz5szBli1bsGHDBtStWxdr164Vxp89exbNmzdH\np06dkJCQAAAIDw+HgYEBPv/8c9y8eROlpaXC9LGxsUhKShI+q1QqiMXqQzEjIwPdu3dHgwYNsGPH\nDkycOBHTpk3DpUuXAACPHz9GcnIyunfvjubNm8PKygrGxsZwdHQUliORSPDuu+/iwoUL2L59O3Jz\nc7Fr1y4A6uobgwYNgp+fH1avXo1WrVrhzz//hI3Nq1F5Nj8/HzNmzYCjiyO+3/s9CoYXoOi1IoDf\nxr5yOCF+ldRFefl3KCm5hg0bTNG4sSc++mgycnNzdR0YY3qDy4p0KC8vDw8fPoS/v78w7LXXXhP+\nVyqVAIBPPvkE3377LXJycrBs2TLUrVsXc+fOhaGhIc6cOQNzc3N4eHhg+PDhePjwIezs7KBUKvHw\n4UN0794dFy9eRGRkJDp27AgAWLx4MXx8fLBy5UqcOHECYWFhsLe3h52dHQB1UmVh8ff79LKyMuTn\n5+PQoUNo164djhw5gjt37gBQV2E4dOgQ+vXrhwYNGmD+/PlQKBTYvXs3AgIC0KlTJ6hUKiQlJcHL\ny6vK5SsUCqHHiWXLlsHDwwNr165FXFwcwsLCYGNjI/TjmZOTA4lEAltbW7Ro0QJ2dnaws7ND8+bN\nIRaLoVQqhb/o6Gg4Ojril19+EeJdunQpJk2ahAULFgAAhg4diri4uJe+DnFhYSF+XPoj5i2YB6Wb\nEsVvFnOXaa84Vbm6p5an1AhiL5W6KC+fj/Lyj7BixXT8/nszzJ8/G2+9NQ4SCf8mOmPPE5cQ61BB\nQQF8fX2RmJiII0eOYOrUqThy5Ah8fHyQn58vTPfee+8BAKytrZGSkgILCwucOXMG/fr1E6oP9OrV\nCwCEV22apDQpKQklJSVCcg2ouxlzcXGBv78/unfvDg8PDyGx1sRVMUHMzc1F//790a5dO2HZFatt\n3L9/H126dEHnzp2Rn5+PsLAwxMbGYsiQIWjSpAkMDAzw559/am13xWoPxcXFQkIcFxcHd3d3BAQE\noHPnznBxcUFcXBzq1KkDQJ2ch4SEYPv27Vi2bBmmTZuG0NBQdO7cGYD6IQNQd+Xm6OhYKd5jx46h\ne/fuwrpFItE/6l7uRVNaWopFSxbB0cUR3+78FoUjClEczMmwPlCWKWFsbMwJ8SupPkpKViM//wA+\n/XQDmjZtgyNHjug6KMZeaZwQ61BpaSmsrKzg5eWFrl27Ys6cOQgPD0dKSopWHV1NdYKK5HI5jI2N\nhc+aOrSaurAFBQXo1q0bbt26hcDAQIwYMQKZmZkA1L0qbNu2Da1bt8bNmzfx22+/CckjoC711ayT\niJCXl4egoCCt9Wsa0cXGxgIAunbtCl9fXxgZGeGjjz6CRCJBcHAwDAwM4OXlpVUFo2IVCU2yqmnA\nl5mZiV27dqFJkyZISUnB+vXr0bBhQ2HeinWjq6J5xVhdvAAq9b4hEom0xr8MiAgbN26Ek6sTpv82\nHflD8lEUUgTU1XVk7L+iLFP+1ZuMriNhz09byOVHcfPmNPTtOxpDh47G48ePdR0UY68kToh1SNNt\nkkqlQmpqKlasWIFBgwahWbNm8Pb21pruSd27d8fevXuRlZUFlUqFefPmoWnTpkLXPXl5eQgICECd\nOnWwbt06qFQqvPvuuwCALl26wNfXFzNnzoSzszOICHv37kVgYCAA/FUvUZ0gan5EQ1NCCwB169YV\nGhAweJIAACAASURBVPCdOnUKDg4OcHR0hKGhITp37oy0tDT4+/vDysoKAODt7Y3o6Gihh4yKyy8q\nKhKGaWJr27YtZs+eDVdXVxARIiIihGollpaWWqXnT9L0KFFdvH379sXs2bPx6NEjAOr6z8nJyULJ\n8svg+vXr8Onsg3emvoPMPpmQD5YD9rqOiv3XlOXqhJhLiF91IgBDUFR0BXv32sLdvSXWrl33TPqr\nZ4z9jRNiHZJKpYiOjoaBgQFcXV0xceJEtGvXDjExMTA1NRWmq+rC98EHH0ClUsHFxQWOjo5YvXo1\nFi1apFXyqil1rVu3LlauXImdO3ciPj4e06ZNw7179+Do6Ahvb284Oztj8ODB6NOnDwDAzMxM6PVB\nJpPB2NhYKIEGABcXF6FO7t27d4W6wQCEZYwePVoY1qFDBzx+/BhXrlwRlq+pD6epyqGpovHFF18g\nJycHDRo0gLe3N1xcXNC3b1/07t0bAODr64t9+/Zh4sSJ+PDDD/HOO+9gzJgxmDx5MgAISXh18c6d\nOxfZ2dlwdnZG48aN0b59exARMjIyavel6VBZWRm+/e5beHl7IcEyAfIxcsBZ11ExnSgDJFIJpFIp\n/uoRkb3yzFBWthAFBRF4//3F8Pfvh7S0NF0HxdgrgxvV6dBXX30FDw8PWFtbw9HREZ06ddL6OU9X\nV1d8+eWXsLevXPzn5OSECxcuYP369cjOzsbo0aOFH8QAgG3btqFp06bC5/79+2Pr1q1o0qQJLCws\ncOXKFURERODmzZuwtrZGYGCg0KhuypQpmDhxIgB1dYKVK1dqNfwLCgoSSlzfeustrSoNEyZMQN26\ndTF8+HBhWEhICEaM+H/27jzO5rL/4/jrnDP7bo+EhJB9SbbsDA2SfZe0oLuyFEV33KGUIktKKFtl\nyb5kyL5LypIwlrFljDHb2bfv749Tc+eufkkzc53l83w8evQwzsy8v4OZ97nO9f1cvXPK6sGDB3M+\nV4ECBViyZAkNGzYEoESJEhw7dozExETOnDlDXFwcrVu3zrmpbsSIEdhsNo4cOUJaWho6nY7w8PCc\nFeF77rmHDz/8kOrVq+d8/l69euVsCSlbtiynT59mzZo1XL58mXr16lG+fPnbDgrxRrt27aLPwD7c\nCrmFZYBFTpQLdBaIjIlEp9ORlqY6jMhfNTGZDrF372QqVqzJuHFjGDnypT/cWieEuHM6TV53EcJr\nGY1GRowawaIvF2FpZYGKeF5BFYEtFUpsKMHVC1fp0QOWLlUdSKhxnsjIAZQubWXlykW3LYIIIf4e\neUophBfSNI1ly5ZRpnwZFh1chGWQBSohZVh4WCA2zvNqkoyqDWRlMZl2curUQGrVasT8+Z/J3mIh\n7pIUYiG8THp6Ou06tmPgiIGkxadhaW8B350MJ/KChZzDZLx8t4/Iczo07TnM5q288IJnb3FKSorq\nUEL4HCnEQniRxMREHqj4ANvTtntumiujOpHwSjYoEFcAAB8akCLyVHVMpm/Zt68GFSvWYuvWraoD\nCeFTpBAL4QWys7MZMGgAnXp1Ij0+HVtrm9zyKv6cHaKjPIfb/Gagigh4wTgcE8nIWEDHjk/Sv/+z\nPjVSUgiVpBALodiePXsoX7k8S48txfy0GcqqTiS8nuO/hfiXUd5C/EZLzOYTLFsG5cpVu+1gJCHE\nH5NCLIQibreb8W+Op3WH1qQ0SsH6mBXCVKcSvkBn0VGiaAlcLsjOVp1GeKdYrNaPuXlzJq1adWbk\nyNdyDi4SQvyeFGIhFLh+/TrN2zTn3c/exfLkL+PUhLhDoY5QChcuzK1b8MvZNkL8ifZYLN8ze/Zp\nKlaszb59+1QHEsIrSSEWIp9t3ryZilUqss+xD1NvE8SoTiR8jcFhICIiQrZLiDt0D2bzCpKT36Bl\nyy4MHz4am82mOpQQXkUKsRD5xOl0Mub1MXTq1YnM9pk4mjnAoDqV8EV6l14KsfibdEA3LJbv+fjj\nn3jooYc5fvy46lBCeA0pxELkg8uXL/Nww4eZtnya5+jlMqoTCV+md+iJjIzEZFKdRPieopjNqzh/\n/kXq1WvO5Mnv4ZJ9N0JIIRYir61du5aHqj/EsdhjmLubZYuE+OfMUKhQITmUQ9wlHZo2EIvlIG++\nuZpHHmnBxYsXVYcSQikpxELkEavVyrNDnqXnoJ5kP5GNq6FL/sWJXOEyuyhUqBA3b6pOInxbWUym\nHRw92pYqVeoyd+58OfpZBCz58SxEHjh+/DiVa1Rm0b5FmAea4T7ViYQ/cRgdFCxYkIwM1UmE7zPg\nco3CZPqGl16aQdOmj3HlyhXVoYTId1KIhchFmqYxfcZ06jWux8VKF7E8boFw1amEX3GA0+akUKFC\nXL2qOozwH9UwmQ6xb98jVKxYk48//kRWi0VAkUIsRC4xGo107t6Z1959DUs/C1oNzXNjtxC5yQhx\nheLQ6XT8/LPqMMK/BON0/huTaRsjRnxCgwatuHz5supQQuQLKcRC5IKTJ0/yUM2H2HRhE6a+Jiik\nOpHwW1aIjvUc25yerjiL8FNVMZn28+23zalcuTbz538mq8XC70khFuIf+vzzz3m44cNcrnIZa4IV\nQlQnEn7NBlHRUYAc2yzykgGn8zWMxi288MI0Wrd+nJSUFNWhhMgzQaoDCOGr7HY7z7/4PEtWLcHc\n0wz3qE4kAoINYqI9s/uyshRnEQGgOibTIXbuHEeFCtX5+OMP6NGju+pQfkvTNFauXEnTpk0pVOjP\nX2rct28fFy9epFevXjlv279/PzabDZfLhdVqxWAwYDKZ/vJjCQ+dJq+DCPG3XblyhYQnEjhrOYv5\nMbPcOCfyz3Fo52rHhlUbqFQJfvpJdSAROA4REdGPVq1qMX/+TAoWLKg6UJ46ffo0wcHBlC1bNt8+\n55gxY5g8eTIHDhygTp06f/iY/fv307hxY4KCgrBarYCnSN9zzz3cuHHjtsdGRkayYsUK4uPj8zy7\nr5MtE0L8TRs2bOCh6g9xMu4k5iekDIt8ZoVCBT2rPTJ2TeSvhzGbv2PTpqKUK1eV9evXqw6Up8aN\nG8ewYcPy7fO9++67TJ48mcWLF/9pGTaZTPTr14977rn9JUmdTkeJEiUYPHgwmZmZWCwWjEYjmZmZ\nUobvkBRiIe6Qy+Vi9JjRdOvfjayOWTgbOuVfkMh/VihaqCgAmZmKs4gAFIHdPo309CV07/4vevV6\nimwf38x+69YtPv30U4YNG4bD4cDtduNyuQgNDSUrKwuHw3FXx1trmnbHNyOePXuW0aNH8/nnn9Oj\nR48/fdyoUaOwWCy8+uqrf3gd5cqV4+LFi6xevZrdu3ej08moozslP86FuANpaWk0a92MGctmYH7S\nDKVVJxKBymAzULhgYWw2sFhUpxGBqylm8zFWrdLxwANV2bJli+pAf9uPP/5I69atKVq0KE899RTT\npk3j9OnTPPfcc4SEhLBkyRJ27dpFSEgIhQoVwul0AnDo0CHatWtH6dKlGTx4cM4TgqtXr9KkSRN+\n/PFH+vbtS0REBPXq1WPFihW0adPmtlKtaRqPP/448+bNA2DKlCl06dKFUqVKsW7dOtLS0n6Xd8uW\nLcyaNYtZs2YRGxt72+9pmsb169eZOnUq1atX56mnnqJt27Y88sgjPv+EJb9IIRbiLxw+fJhK1Spx\n0HHQc/NclOpEIpAFuYKIiIjAaFSdRIhorNa5pKZ+QseOTzJy5Gs4HA7Voe6I0+mkU6dOnD17lvnz\n55OSkkLlypUBzyrsnDlzaNCgASVLlmTRokV88cUXBAUFcfToURo3bkxaWhrdunVj4cKFvPbaawBc\nvnyZXbt2UadOHTRNY8yYMRw+fJi4uDi2bNnCRx99lPP5N23axJo1ayhTpgzXr1/ns88+Y926ddSv\nX58OHTpwzz33MGnSpJzHp6en8+STT9KzZ086duz4u+tJT0/HbrfjcDjYvXs3RqORkydPcubMGebM\nmZPHX03/IIVYiD/hdruZ8t4UmrRqQmqjVOwt7GBQnUoEuiBnEFFRUZjNqpMI8atWWCzfMXv2UWrX\nfpSzZ8+qDvSX0tPTOXPmDG3atKFq1aoUKlSIkydPUqVKFR544AGeeuop6tWrR8GCBenTpw9t27YF\nYMKECVSuXJm9e/fy7rvvMnLkSJYsWYKmaTkryK+99hqLFy+mb9++lC1blsaNG9OrVy/GjBlD+i/D\nw9966y1q165N8+bNOXjwIA6HgzFjxpCcnMzZs2cZOHAgY8aM4dKlS7jdbgYMGMDNmzfp27cv33//\nPVeuXMHtdnP1l+MqQ0NDSUhIYPPmzTRq1AidTkflypXp0KED27dvV/NF9jFSiIX4AykpKTRp1YRx\nH47DMsAClVUnEsJD79QTHh4uhVh4maKYzRs4ebInNWo0YM6cuV59mEfhwoVzymytWrWoUqUKR44c\nue0x4eHhOVMcfnXgwAF69OhBUJBnam18fDzp6emYTKacx7z44osAlC5dmnPnzhEaGsq4ceMwGo1M\nnz6dI0eOsGfPHl555RV0Oh03b94kJiaGMWPGUKpUKcqVK8eMGTMIDg7mm2++4dixY6xfvx6bzUa7\ndu2oWbMmr776Kg6Hg5IlSzJ//nwiIyNZt24d1atXvy1vTEzMH26/EL8nhViI/7Fjxw4qVa3EQfdB\nTL1NUEB1IiF+Q4OgoCB+WYwSwovocbtfwGzeybBhM2jTptPvxoB5C51Ox7vvvsutW7fYu3cvoaGh\n9O/f/7YSHx4ejuV/NuobjUaioqJu+3VYWBgRERE5bzMYfv9SYrly5Rg4cCDTpk1j4sSJlC1bliee\neAKAIkWKkJmZifk3z3L1ej1ut5ugoCBq1KhBdnY2KSkpXL58mXPnzjF58mSCg4M5cuQIffr0+cNr\n1DSNQ4cOUaFChbv7IgUYKcRC/ELTNCa/O5l2T7QjvU06jqYO2SIhvI7OpSM0NBSbTXUSIf5MZczm\nQ+zYUZHy5at75Xi2I0eOcPjwYYKDg2nQoAEvvvgiJ0+evK2UhoaG/m6FuEmTJnz55ZfYbDZsNhsf\nfPABzZo1Q6//b536s5Xx119/HbPZzKpVqxg5cmTOKnPdunUJCgpi2bJlOY9dvnw5mqbRsmVLACIi\nIihatCglS5akbNmylChRAr1eT61atQgJCeHKlSs0bNiQM2fO5GSYPHkyhw8fpm/fvrnzRfNzclKd\nEHhmO/Z/qj+b9m3C0t8CcaoTCfHHdE4dYWFh/M/PaSG8TCgOx9s4HAl0796brl3X8+GH79+2kqrS\nihUrePvttylfvjyhoaH8+OOPtG/fnsjIyJzH2O32nNL6qzFjxtC8eXPKlCmD2+3GZDKxZ8+e2x7z\nZ4X4vvvuo0OHDuzYsYP+/fvnvL148eI899xzPP300+zatQuXy8UXX3zByJEjKV68+B9+LIPBcNtK\ndOHChdE0jZo1a/LII4+QnJzMuXPnGD58eE6pFv8/OalOBLzz58/TOqE1V8OvYo23QojqREL8udjP\nY1kzZw1udxOaN1edRog7kUl4+FAKFz7CV18tpG7duqoD4Xa7Wb9+Pbt378blclGrVi26du1KaGho\nzmO+/fZbTpw4wYABA25736SkJJYsWYLb7eaZZ57h3nvvBTzjOadMmcKkSZP+cP6vxWKhZMmSPP/8\n84wfP/6239M0jXXr1rF8+XJCQ0Pp3r07LVu2/NM5wjabjX379tGsWbOct7lcLpYtW8bu3buJiYmh\nd+/eVK1a9W6/RAFHCrEIaBs2bKBH3x6Y65tx13WDzDAXXi52USwbF27EaGxAmzaq0whxpzRgGeHh\n/2LixLG89NK/Au7QiE8//ZSnn36aS5cuUaJECdVxxP+QPcQiILlcLka9Noqu/bpi7GTE/bCUYeE7\nDAYDd3FwlhAK6YDuWCwHeP31z+jatd/v9uf6uwULFtCuXTspw15KCrEIOKmpqTza8lFmfTULy0AL\nlFKdSIi/QV7TEz6tLCbTHjZutFG3blOuX7+uOlC+0DSNo0eP0q9fP9VRxJ+QQiwCyoEDB6hUrRLf\nat9i6m6SU+eET9I0jQB7tVn4lQgslqWcPv0YDz1Ul/3796sOlOd0Oh0XLlygc+fOqqOIPyGFWASM\nzxZ8Rou2LUhrloa9mZw6J3yUznNDkF6+ewufpsPheJ1btz6iRYsOfP75F6oD5bmCBQsG3L5pXyJj\n14TfM5vNPPf8c3y16SvMPc1QTHUiIf4BnWcP/B/M/hfCBz2GxbKNp59O4MyZ87zxxmtSGoUSssYg\n/FpycjLValdjxfcrMA+QMiz8gF4KsfA3VTGbDzBlykr69BmEw+FQHUgEICnEwm+tX7+eqrWqcvH+\ni1g6WCBMdSIhcoEeHA4HwcGqgwiRm4pjMu1k9eoUGjeOJyMjQ3UgEWCkEAu/o2ka/5nwH7r170b2\n49m46rlkpJrwHwYpxMJfRWE2r+Ho0arUqNGQ5ORk1YFEAJFCLPyK0WgkoVMCk+dNxjJARqoJ/6Pp\nNZxOJ0FyB4jwSwbs9mlcuTKIOnUe5ezZs6oDiQAhhVj4jUuXLlG9bnW2XduGubcZYlQnEiIP6MFu\ntxMiR4wLP+ZyDSMt7XXq1WvGqVOnVMcRAUAKsfALx48fp2bdmiTfn4y1nRXk5WThp9xBbsxmMxER\nqpMIkbc0bRAZGW/RoEELTp48qTqO8HNSiIXP27NnDw2bNORW41uyX1j4PVeQC4vFQni46iRC5D1N\n60tm5hQaNmwppVjkKSnEwqetXbuW1gmtyX4sG6qqTiNE3nPr3bJlQgQUTetFVpaUYpG3pBALn7Vw\n0UJ69O+BpZsFyqlOI0T+cAQ5yM7OJkb2yIsAomm9ycp6l8aNW5OUlKQ6jvBDUoiFT5ry/hQGDx+M\npZcF7lWdRoj84w5xk5aeRnAwhMlsbRFANK0PGRnjadCgJZcvX1YdR/gZKcTCp2iaxqtjX+WNd9/A\n3McMRVUnEiKfBYHJbAKkEIvAo2mDuHXrXzRq1Ia0tDTVcYQfkUIsfIamabw4/EWmL5zuKcNxqhMJ\noUAwZBmzAIiMVJxFCAVcrhH8/HMCTZs+hslkUh1H+AkpxMJnvDr2VeatmIe5pxmiVKcRQpFQyMjy\nHGsbHa04ixCKOByTSUqqRIcOPXA6narjCD8ghVj4hLffeZsZn87A3MMMMn9VBLIQyMryrBBHyRND\nEbB0WK1zOHDAxnPPvaQ6jPADUoiF15v90WzenPKmpwxLARCBLhxupd8CoFAhxVmEUCoYs3k5X3yx\njY8+mqM6jPBxUoiFV1u6dCkjxozwlOFY1WmE8AKRkHbTczNRUbmpVAS8WMzm1QwfPpZdu3apDiN8\nmBRi4bW2bt3Kk88+6ZkzLCthQniEQ3ZGNiArxEJ4VMBiWUL79t1JTk5WHUb4KCnEwisdPXqUx7s+\njqWTBe5RnUYILxIGdqsdq9VK8eKqwwjhLVphMr1M27ZdsNvtqsMIHySFWHid8+fP06JNC0ytTFBG\ndRohvIweQqJCSEtLo0AB1WGE8B4u1zCSk4vz0kujVEcRPkgKsfAqWVlZNG3VlMyHM+Eh1WmE8E6G\nEAMWi4XwcNVJhPAmOszmz1iwYC0LFixSHUb4GCnEwmu4XC6e6P4EN4rewF3XrTqOEF5LH6YnKyuL\nODmcRoj/URCzeQ1DhgznxIkTqsMIHyKFWHiN0WNGsz9pP7aWNtVRhPBqunAdt27dki0TQvyhKlgs\n75CQ0J3s7GzVYYSPkEIsvMKXX37JrHmzMHcyQ5DqNEJ4N3eYm4yMDCnEQvwJTRvA9esN6dVrEJqm\nqY4jfIAUYqHcDz/8wFPPPYWlswUiVacRwvu5g91kZ2cTKf9ehPgTOmy2D9i27QSLFy9RHUb4ACnE\nQimj0chjnR7D3MIMMkJKiDviMriwWCyEhcnKlxB/LhyzeTFDhgzn8uXLqsMILyeFWCijaRo9+vYg\nrUgaVFOdRgjf8WshjohQnUQIb1cTq3U4HTr0xOl0qg4jvJgUYqHMu++9y/bvtmNtZVUdRQif4jQ4\nZeyaEHfI6XyFM2dCmTDhbdVRhBeTQiyU2LVrF+MmjcP8hBmCVacRwrdowRrpmekEBemkFAvxl/SY\nzQt4552Z7NmzR3UY4aWkEIt8ZzQa6dGvB5Y2FpA5qkL8fWGQeisVgNhYxVmE8AklsVjm8/jjvUhL\nS1MdRnghKcQi3/1r2L9IL5IOFVUnEcJHhcP1G9cBKFxYcRYhfEY7srO70rVrf9xuOfxJ3E4KschX\nW7ZsYenKpVhbyL5hIe5aJKTcSAGgSBHFWYTwIXb72xw6dJN3352qOorwMlKIRb7JysqiV/9eWB6z\ngOx7FOLuhXi2HgFERSnOIoRPCcZkWsr48e+yb98+1WGEF5FCLPLNoOcGYSxlhAdUJxHCx4WAxWQB\npBAL8feVxmL5hA4depCamqo6jPASUohFvtiwYQMbvtkgWyWEyA1hYMz2rBDHyY2pQtyF9mRl9aZD\nh56yn1gAUohFPsjIyKDfU/0wx5shRHUaIfxAOJizzGiaRoECqsMI4ZscjgkcP25n8uT3VEcRXkAK\nschTmqbR98m+mMqaoKzqNEL4iSBwu904HA4iI1WHEcJXGTCZFvLmm+9w7Ngx1WGEYlKIRZ5aunQp\n27/djq25TXUUIfyKIdiAzWYjNFR1EiF8WRms1nfo3LkfdrtddRihkBRikWeysrIY+tJQTK1Mchqd\nELnMEGLAarUSFqY6iRC+TdMGcO1aSf797wmqowiFpBCLPPPC8BcwlzZDadVJhPA/hmApxELkDh1m\n8ydMnz5HjnYOYFKIRZ7YuXMny1Ytw9pMpkoIkRf0wXrZMiFErimOxTKXTp16k56erjqMUEAKsch1\nFouFPgP7YGklB3AIkVd0eh1Op5OgINVJhPAXCWRlPU7Pnk+haZrqMCKfSSEWue6VV18hLSYNKqlO\nIoT/0hl02O12QmSUoRC5xm5/hz17LjJz5mzVUUQ+k0IsctW+ffuYt3CeZ3VYCJF3DMgKsRC5LhST\n6UtGjXqDo0ePqg4j8pEUYpFrLBYL3fp085RhmY0qRN7SeWYR6+W7uBC5rAIWy3QSErqRkZGhOozI\nJ/KtVOSa4S8P51bcLaisOokQgUHTNHQ61SmE8Ec9SUtrQ69eg2Q/cYCQQixyxf79+1nw+QLZKiFE\nPtHpdVKIhchDNtsUdu06y/z5n6mOIvKBFGLxjzmdTvoP6o+luQUiVKcRQgghckMYJtNiXnjhFc6c\nOaM6jMhjUojFPzZj1gyuOa5BFdVJhBBCiNxUFat1PB079sLhcKgOI/KQFGLxj1y9epWxb4zF1NoE\n8tKtEPlGc2vodDpke6MQecvtHsylS8V49dU3VEcReUgKsfhHBr8wGEcNBxRRnUSIAKOBXq/H7VYd\nRAh/p8Nsns+HHy5g27ZtqsOIPCKFWNy1xMREvtn9DY6G8jKSEPlOA4PBgNOpOogQgaAYFsundOnS\nj9TUVNVhRB6QQizuislkot9T/TC3NoOclCVEvtNcGsHBwci2RiHyS2uMxp707v20jGLzQ1KIxV0Z\nOWokWUWzoLzqJEIEpl8LsawQC5F/HI4J7Nt3iVmzPlIdReQyKcTib9uzZ49n5nBLmTkshCqaSyMo\nKEhWiIXIV56jnV955d8cP35cdRiRi6QQi7/FbrfTZ2AfzwEcMnNYCGXcTjehoaHYbKqTCBFoKmC1\nvkdCQndMJpPqMCKXSCEWf8vkdyeTGpwKlVQnESKwOa1OoqOjkZ/HQuQ/TevHjRu1GDlyjOooIpdI\nIRZ3LCkpibfeeQtzK7PMHBZCJQ0cVgeRkZEYjarDCBGYrNYPWLBgKfv371cdReQCKcTijmiaRu8B\nvbHVt0EB1WmECHAOCAoOwmAwYDarDiNEoCqExTKTzp37ydYJPyCFWNyR+Z/O5+SVk7gfllMABBh0\nBopHFScqJOq2twfrg3m61tN80fkLFnVaxIAaAwjSB1E4ojADaw6kU8VOBOuDFaX2IzYIjwoHIDNT\ncRYhAlpn0tMbMHToCNVBxD+k02SYnvgL169fp3zl8hi7GaG46jQiL9W7tx4j6o+gSZkmRIdEk3Qr\niaUnl/LBwQ8w2o0UCi/EuKbjGFBjQE4Z3p28m7Hbx3Is5RiJfRKpe2/d2z5muiWdyJBIQgyegdU7\nL+6kxcIWuDRXvl+f37gJRdcUJeVSCn37wuLFqgMJEciyiIioxbx5E+nRo7vqMOIuSSEWf6n9E+3Z\nfGszjmYy38lf6dAxvtl4xjQeg173+xeOkm4lMTJxJPM6zKNQRCHcbjc3btwgJiaGiIjbx42cO3eO\nCRMmEBQUxNixYyldujQA27Zto3z58tx3330kfJ7AhrMb8uXa/NIVKLe/HGdPnKV9e1i/XnUgIQLd\nd0RGtuG77/ZSoUIF1WHEXZAtE+L/tX79erbt24ajkZRhf/Zm8zd5/dHXcTldvP3225QpU4aoqCha\ntmzJ0aNHKVewHKt7rKZQRCG2bNlClSpVKF68OIULF2bs2LE4fhmGa7fbadq0KWFhYaSlpdG1a1cA\nUlJSSEhI4OzZswDEhMYou1a/4ICISM8TEbmpTghvUAuL5Q06d+6HU07L8UlSiMWfMhqNDHh6AOY2\nZpBtn34rWB/M8EeG43Q6ad++PRMnTmTgwIHMmDGDlJQU2rVrh/mXO7d2795NfHw81apVY/fu3Uyd\nOpWZM2cybtw4ADIzM7ly5QpvvvkmEyZM4MiRI7hcLmbOnEm1atVo1qwZKcYUNiVtUnjFfsAOMdGe\nJxVSiIXwDm73EC5ciGLy5PdURxF3IUh1AOG9Xh/3OuYSZiirOonIS063E4PegNvlpkyZMkydOpVK\nlTyDpu+9917atGnD+fPnqVKlCmPGjKFNmzZ88cUX6HQ6GjVqhNVq5d///jejR4+mcOHCtGnThjp1\n6mC1WunYsSM2m43Zs2cza9YsdDod847OI8OaofiqfZwV4mLjALmpTgjvocdkmsvEiXXp3LkjeQbZ\n3QAAIABJREFUFStWVB1I/A2yQiz+0PHjx/l47sdYmsnxzP5OQ2PxscWEhITw0Ucf5ZRhgK1btxIa\nGkqZMmXIyMhg7969PP/88+h0Oq5kXQGgffv2ZGVlcezYMXQ6HWvWrGHatGksWLCA5cuXs2DBAmJi\nYujcuTMOl4NZh2epulT/YYViRYoBkCHPLYTwImWw2d6ga9cBsnXCx0ghFr/jcrnoPaA31sZWiFad\nRuSHwRsG8/r213N+7Xa7mTx5MlOmTOGVV14hKiqK48eP43a7qVq1KgBtFrcBoHhxz+iRy5cvAxAa\nGkqz+Ga0adMGnU7H1KlTefnllwkKCiLYEMz0+Ol0qdwln6/Qv+jMOkreUxK3G9LSVKcRQvyW2z2E\n8+ejeOed91VHEX+DFGLxO5MmT+K88TxaLRlAEiiC9cH0eKgHAD///DPx8fGMHTuWN998k/HjxwOg\n03mOJwwK8uy0srvsgOfQFgC93vPtZETiCHZc3AHA2rVryczMZMCAATmfq3PlzizvupzPn/j8Dyda\niL8W4gihQIECZGWBW0aDC+Fl9JjNnzBhwrucPn1adRhxh+SnkbjN2bNneWvyW5jameRvRwAZXn84\nDxV9iJMnT1KrVi2uXbvGwYMHGTNmTE4RLlq0KAA3b94EoFGpRoBnTjXAfffdB0ByRjLN72+OpmlM\nmjSJYcOGodfrefnll6lfvz5Dhw4lPT2dnlV7MqjWoPy+VL8QYgmhSJEisjoshNe6H5vtNZ5+epjq\nIOIOSeUROTRN48lnnsT2iA3iVKcR+alPtT4AvPDCCxQtWpQDBw5Qq1at2x5TqlQpIiMjOXDgAACf\ndvwUgD179hAUFETNmjUBT1GODo1m8+bNnD59msGDBzNt2jTWrVvHs88+y4kTJxgyZAgA3R+SIfZ3\nQ5+tp1SpUly6pDqJEOLPuN1D+e6786xZs0Z1FHEHpBCLHJ/M/YTvz32Pu568BhtIYkNjqVCoAtnZ\n2ezYsYNRo0YRFeU5he635/aEhYXRrl075syZg81mAyAjI4OpU6fSqFEjwsLCOJ9+nt5VewMwceJE\nhg4dSmxsLIcOHaJfv34MGDCAZ599NmcecVyYPPO6G26zm4IFC5KaqjqJEOLPhWAyfcyTTw4lU8bB\neD0pxAKA5ORkhr08DFN7ExhUpxH5KTw4HACz2Yzb7ea1116jaNGihIaGotfreeCBB0hKSgJg/Pjx\nnDt3jmrVqjF06FBq167NqVOnmDx5MgAZ1gyKRBbhyJEjHDx4kOeffx6ABg0a8OGHHzJy5EjeeOON\nnAM7Ttw4oeCKfZ/b7iYiIoJfxkMLIbxWEyyWtowa9W/VQcRfkDnEAoBBgwdhr2OHoqqTiPx2w3SD\nm+abFC1alNmzZ5OamkqxYsWIjIwkPDycpKQkChYsCEClSpX46aefGD9+PKdOnaJ169aMHj2a0qVL\nczHjInOOzOGjhI9wOp1MmjSJEiVKAPDSSy8RGxvLkSNH+Pe//02fPp4tGjMOzVB23b7MaXMSGRmJ\nyaQ6iRDir1itk1i4sDIvvTRYZhN7MZ3229dERUDaunUrHXt3xPyMWZ4iBainaz3NnPZz/vD3vvrx\nKzpX7sy+y/uwOW00u7/Z7x7zw/Uf6Lq8K9eN1zn9/GmKR3tGsbk1N5uTNtO2fNvfvc+gtYOYd3Re\n7l5IIHCDfqIeq8XKO+8EM3as6kBCiL+i139ArVqrOHRoe86NysK7SCEOcCaTiXKVy3G94XV4UHUa\noVLNe2rS+oHWhAaFct14HZPdhNPt5Hz6ee6NuZd1p9fh0lx0rdyVJyo9wQ8pP1CjWA1W/bSKZSeX\noeH5VlImrgwj6o8gOiSa+d/PZ1fyLioUqkD3h7qz+9Ju6pesz5cnvuRCxgXFV+yjsiDmsxgy0zIZ\nMgRmz1YdSAjx11xERtZj1qwX6N+/n+ow4g9IIQ5wI14Zweyts7F0lBPphPAJV+GBfQ+QdCKJjh1h\n7VrVgURuioyE+vVBp4Nvv4X0dM/bDb/c2+Fyqcsm/qmDxMV1Ijn5J2JiYlSHEf9DXiAPYMeOHWP2\nnNlYnpIyLITPMP13JnRKiuIs4neaNYOWLaFAAUhOhtWr4fRpKF0a+vaFokXB4YCwME/J1ekgPBxW\nroToaJg+HeJ+Gb5itcLEiZ73ee45sNlg0iR46y211yjuVj2s1taMH/8W770nf4jeRlaIA5SmadRt\nUJfvCn+HVkf+CgjhM45Cp7BOrPxyJQ88AOfPqw4kAMqWhUWLoEGD29/udsPXX0OjRnCni4IHDx7E\nYrHw6KOP5pwA6XA4MBgM6PV6mjeH7dtz+QJEPrlKeHg1fvrpKKVKlVIdRvyGrBAHqIULF/LTtZ/Q\nWkkZFsKn2KBQ8UIAZGQoziIAqFYNvvkGChf2HH3+2WefcfnyZWrVqkWfPn1o1y4MgJ07d7JixQqC\ng4Ox2Ww4nU70ej0FCxZk4sSJALz88svMnz8fnU5Hq1at+OKLL9A0jbZt2/L444/z/PPPU6+eFGLf\ndS9O57O8/vpEFiz4WHUY8RuyQhyAUlNTeaDiA2R3yYYSqtMIIf6WPfBitReZ9t40IiORWcReYM8e\naNgQNmzYQK9evYiJiaF8+fLs2bOHmjVrsm/fPgwGA4sWLaJfv3488sgjRERE5Kz+tm3bluHDh+Ny\nuQgNDeX7778nLi6O++67j5s3b3LixAni4+NJTk4mNrYojz3mKeDCV6USFvYg586dyBlNKdSTFeIA\nNOyVYdgq2aQMC+GL7BAbFQuARbb/e4WKFT3b0AYNGsTAgQN55513CA4O5uuvv6Zt27bs2bOHJk2a\nEBoaik6nY9euXQQHB//u4xgMBipWrMj7779PwYIFiYqKIiIigilTptCvXz+KFi3KoUNShn1fEdzu\nvrz11vvMmDFFdRjxCzmpLsAcO3aMlatXYm9kVx1FCHEXQpwhxMbGkp0N8vqed/juO9DpdFy5coWp\nU6f+ruz+ehT6jRs3KF68OJs3b2bIkCF07dqV+fPn43Q6cx67bNkysrOzOX/+PImJiSQnJ7Nx40aG\nDRsGwPvv5991ibxjt49k3rz53Lp1S3UU8QspxAFm6EtDsda3QrjqJEKIuxHkDCIqKorsbNVJxK+e\nfRZ27PCs8P7q2rVrDB8+nIoVK1KjRg3As7/42rVrdOjQgaSkJJxOJ0OGDOHFF1/Meb/KlSuzfPly\nVq5cSf369Zk6dSodOnTIOeHM5brzm/OEN7sP6MCMGTJI3FtIIQ4gu3fv5ruT36HVlmUlIXyVwWkg\nKipKjm32IhcuwJo1//31xo0bqVGjBhaLhdWrV+cU5Rs3bhAcHMz69etJTExk1apVzJw5k08++YS0\ntDTAswK8fr3n46SmprJw4UJGjRqV87GXL4dLl6CfnO3g8yyWl3n//RlYrVbVUQRSiAPKK2NfwVxP\njmcWwpfpnDoiIiIwGlUnEb+qVw/eew9cLhcjR47kscceIyEhgR9++IEHH/zvEaDPPPMMiYmJtGvX\nLudtCQkJOBwOTp8+DcCqVZ65xADTp0/nkUce4ZFHHuH06dPMmTOH3bt3ExOjsWABtG6dr5cpct1D\nuFw1WbJkieogAinEAWPv3r0cO3UMqqtOIoT4J3QuHcHBwfxm26lQbMgQ0OthypQpTJs2jeXLlzN/\n/vyc08jGjvU8rm7dujRt2hSAKb/cS/Xr6qDNZgOgSRNo0QIyMjKYPn06r776KkePHqVmzZosXryY\nhIQExowZA8Do0fl3jSJvmEzD+c9/3kcGfqknhThAjHh1BOZHZHVYCJ/nhuDgYBwO1UHEr9q29fx/\n3rx5DB48mC5dutz2+xMmeP6flZWF5ZfRICNHet62cuVKwsPDqVOnDgBPPOF5+8yZMylfvjytWrVi\n8eLFdO3alV27drFs2TI+++wzACpXztPLEvmiJbduBbF582bVQQKe1KMAsH37dk6cOQHPqE4ihPjH\nXBASEoJdBsV4BZ0OihQBt9vN2bNnqV27Nq+++ioZGRlYrVbuvfdeRowYQYECBXj22We5cOECS5Ys\noWDBgnz11VeMHTuWfv36ER0dzeXLUKOGZ7V4+vTpzJgxA51OR2RkJIcOHeLYsWMkJiZSqVIlQI7u\n9g86jMYXmTjxA+Lj41WHCWiyQuznNE1j+OjhmBqYwPDXjxdCeDkpxF5F0zwnBur1elq1asWBAwfY\nvn07Z86cIS0tjdWrV/PDDz8AMG7cOJxOJ+XKlaNgwYIMHjyY7t27M3XqVAC2bvVsvTh8+DDR0dF0\n7twZgJdeeonw8HAefvhh9u7dy+zZnskEK1aouWaR23px5MhRfvzxR9VBApqcVOfntm/fTvte7TE9\nLYVYCH8QuyiWzUs2c+tWPX5zb5ZQaNo0+M3ktNscPQo1a/7315qmcejQIW7dukWNGjUoXrw4ANOn\nw6RJkJwMISEaNpuNsLCw2z6WpmnodDoAjhyBxo3lcBZ/ERQ0np49r7Jw4RzVUQKWrBD7uVGvj8JU\nT8qwEELklVdegbfegpMnPYX219PkNm2CpUvhq688N8pNngxms4569eoRF9eW4sWLc/w49O3rKdQp\nKZ5xaqmpOsLCwlixwrMdY9QoOH0axozRceECvP225+Y7KcP+w+l8juXLl2GU8THKyAqxHzty5AiP\nxj+KebBZCrEQfiJ2YSybFm8iK6s+suXQ90RFQa1anm0WLpenRP8vvd7zn0wSCSxRUQnMmtWNfjJk\nWglZIfZjb7/3NtaaVinDQvgT3a8vnasOIu6G0Qi7dsGxY39chgHcbinDgcho7MPHH3+uOkbAkkLs\np65fv876detx13SrjiKEyE16cDqdBMmMICH8THuOHDnI9evXVQcJSFKI/dSHH30IDwERqpMIIXKV\nFGIh/FQkBsNjrFjxleogAUkKsR9yOBzMnD0Tay05H10Iv/NLITbIVigh/I7Z3J1PPvlSdYyAJIXY\nD61fvx5nrBOKqU4ihMh1skIshB9rw+nTJ7l69arqIAFHCrEfmjJjCtlVslXHEELkAU2v4XA4CAlR\nnUQIkftCCAqKZ8OGDaqDBBwpxH7m4sWLHPn2CMgZ90L4JS1Iw2q18j9nNggh/ITJ1Jm5c5epjhFw\npBD7mTlz50AVIFh1EiFEXnAb3FgsFinEQvitdvzww2Fu3rypOkhAkULsR5xOJ7PnzMZWw6Y6ihAi\nj7gNbqxWKxERcqaSEP4pnODgdqxYsUJ1kIAihdiP7N27F1eES26mE8KP2YPtZGZmEhenOokQIq+Y\nTE+wYMEq1TECihRiP7Loi0WYyplUxxBC5CFXqIvUtFRCQ3WybUIIv/UYR48eIiUlRXWQgCGF2E+4\n3W5WrlqJu6KcTCeEXwuFtPQ0AKKjFWcRQuSRCIKC4lmzZo3qIAFDCrGf+Pbbb3EEOaCI6iRCiDwV\nBjdveW62KVBAcRYhRJ4xmdrz5Zcyfi2/SCH2E6vXrsb2gNxMJ4TfC4ObaVKIhfB/Ldi/fycOh0N1\nkIAghdhPrNqwCsf98o9GCL8XAtlGz8E7UVGKswgh8lAxQkLKs3v3btVBAoIUYj+QkpLChbMXoJTq\nJEKIPBcG2VmeQiyTJoTwbyZTAqtXb1QdIyBIIfYDq1evxvCgAYJUJxFC5LlwyMrMAmTLhBD+zuWK\nZ82ar1XHCAhSiP3AstXLMJc2q44hhMgPEZCdno2maRSTmeNC+Lk63LiRQnJysuogfk8KsY/Lyspi\n7+69UEF1EiFEvgiGoNAg0tLSKFFCdRghRN4yoNMlsGrVatVB/J4UYh+3a9cuQu8LhXDVSYQQ+SUk\nOoSbN29SqJDqJEKIvGaxPM7nn69THcPvSSH2cbv37sZ4j1F1DCFEPtKH6cnMzCQ2VnUSIUTea8ax\nY4fIyspSHcSvSSH2cYk7EnHfK6fTCRFQQsFoNBIZqTqIECLvxRAS8ijr169XHcSvSSH2YW63m1Ev\njaJUFZm3JkQg0UI0srKyZIVYiACRnd2Zzz5boTqGX5NC7MMyMjJoG9+W5NHJzGw3k55VelIiWu6y\nEcLfuYPdZGdnExWlqY4ihMgX7dm1aytOp1N1EL8lk2t9WKFf7qjZsGEDfRv1ZWjdoQBcSr/Ezks7\n2ZS0iW0XtpFiSlEZUwiRy1xBLiwWC2FhGqBTHUcIkecKExJyP4cPH6Z+/fqqw/glKcQ+ymj03Eg3\nQqfjnZ496WaxUK5kSZrGx1OvcWPatGhD3+p9ATh14xTbkreReC6Rb85/g8lhUhldCPEPuQyeQhwu\n02WECBhWays2bUqUQpxHdJqmyWtuPmj+/PmsfvFF1v5SjO3AEWCnTseBqCh22O2UK1WKpvHxNI+P\np1GjRsTExGBz2Nh9eTebkjbxzflvOJZyDA35KyCEL9Ht0PFqw1eZOGEioaFgt6tOJITIe1t46KFx\nnDixV3UQvySF2Ec1qVmTYd9/z+N/8vt24ACwU69nW1QU31qt1KlShbbdutG2XTuqVKmCTqfjpukm\n+67sY2fyTjad3cSpm6fy8SqEEHflMPQp2odF8xdRogT8/LPqQEKIvGchJKQoqalXiYmJUR3G70gh\n9kHJycnUrliRq1YroXf4PiZgG7ApNJRNQUHYg4Np3qwZzRISaNiwIRUqVECn0/Fz9s9su7CN7Re3\ns+HsBq4br+fhlQgh7soPkKBLYN1X6yhfHpKSVAcSQuSHmJgWLF78Eu3bt1cdxe/IHmIftHjBArpq\n2h2XYYBIoD3Q3mZDs9k4B2xbtYpvEhMZD7hCQohv25bmjz1Gs6bN6F2tNwBHrh1hY9JGNp7dyKGr\nh3BrMvNYCOWCwZjp2S4ls4iFCBxGYws2bfpGCnEekBViH1SldGk+vnSJhrn08TTgDJAIbIuOZqfd\nTolixUjo0oXHHn+c+vXrExQURIoxhfVn17Pu9Do2n9uM1WnNpQRCiL8lCepcrMPh3Ydp2BD27VMd\nSAiRP76jRImeXL16WnUQvyOF2MecOHGCtvXqkWw259kQaTdwENhgMLAxMpKLTietmzenY69exMfH\nU6BAAUx2E18nfc3Kn1ay/sx6smxypKQQ+eYKlNtfjrMnztK+PcgBVkIECo3w8Hs5dmwX5cqVUx3G\nr8jBHD5m4dy59LHb8/QPTg/UBya4XHyXlcUJs5kW69ez5NlnKX3PPbSoW5dPP55PvZh6LHliCakv\np7Ku5zr6V+9PXFhcHiYTQgAQBtnZ2QBERyvOIoTIRzqgLevXb1AdxO/ICrEP0TSNcsWLsyIlhZqK\nMpiBzcCqiAjWu1xUKFuWLgMG0LlrV+6//37sLjubkzbz5ckvWfPTGpl5LEReyITYRbFkpGbw7LMw\nZ47qQEKI/LOKhx/+kIMHt6gO4lekEPuQgwcP0r9lS04ZjV5xNpUD2A6sCAtjNVCqVCm6DxxI9549\nKVWqFGaHmXWn17H4+GI2nd2ES3MpTiyEn7BD0JQgHDYHo0fD5MmqAwkh8o+RkJAS3LhxmdjYWNVh\n/IZsmfAhq1esoJPV6hVlGCAYaA3MsVq5ZrUy+cwZzowbR60HH6RRtWrM/2geTYs0ZV3PdVwedpn3\nWr9HpcKVVMcWwvcFg8vpwuFwEBWlOowQIn9FERrakMTERNVB/IoUYh/y1ZIldHE6Vcf4Q0FAC+CT\nX8rx6OPHOTh6NBVLl6Z9s2bsS9zH0FpD+XHojxwcdJCnaj5FVIj8JBfiruggKCQIi8VCRITqMEKI\n/Jad3YoNG75RHcOvSCH2EUlJSRgzMqilOsgdCAESgEVmM5dtNp7YsYOZTz5JqSJFGDZkCOG3wpnb\nYS4pI1NY8PgCGpdqrDqyED4nKCwIk8kkc4iFCEgt2bxZCnFukkLsIzasX09b8JrtEncqCngS2J6d\nzd7sbKLmzCG+Xj3qVa7MZ3M+pUPpDux6chenhp7iXw//S6ZUCHGHDKEGTCaTrBALEZCqkJGRyaVL\nl1QH8RtSiH3EmsWL6WixqI7xj5QD3nS5SLZYeOPUKXaOGkWZ4sXp27kzGUkZfBD/AT+P+Jm5HeZS\nsXBF1XGF8Go6vQ6Hw0FIiOokQoj8p0evb8XXX3+tOojfkELsAzIzM/n2+HFaqg6SS4KAdsBSk4kk\nq5Waq1bRp2VLapYrx/yP59HzwZ6cGnqK3U/uZlCtQcSGyl20QvwvncFTiIODVScRQqhgNsezfLkU\n4twihdgHbN68mYahofjjK6OFgeGaxhmTiffOnydx1CjKFCvGK8OGUSC7AJ+0/4RrI64xq90syhcs\nrzquEN4jCOx2u6wQCxGwWrF373YcDofqIH5BCrEPWL9sGR1+OZXKX+nxTKlYbTKxx2iEWbNoXbcu\ndR58kM8/W8LAqgM5868zrO+5nrbl2qLzud3UQuQunV6H2+1GL9/FhQhQ9xAcXJb9+/erDuIX5Fup\nl3O73SRu2UK86iD5qALwjsPBJYuFCWfOsGr4cMoUK8a4sWOpGVWTjb03cuHFC0xsPpEHCz2oOq4Q\nQgihhNnchnXrZNtEbpBC7OW+++474txu7lcdRAEDEA9sMBrZnpVFynvv8VDZsnRt144Te0/w8iMv\n89PzP7F34F6ervU0MaExqiMLIYQQ+cbp7MCyZWtVx/ALUoi93NcbN9LWblcdQ7lKwGyrlWSbjeab\nNjGxZ09KFirEiH/9i7jsOOa0n8O14df4/InP6fBgB0IMsrFS+DfNraHX63G7VScRQqhTlxs3bnDx\n4kXVQXyeFGIvl/jVV7SRQpwjBhgM7MvOZk92NqEff0yrOnWoW7EiCz75jJb3tGRNjzVcH3GdOe3n\n0OL+Fhh0BtWxhch9bggKCsJLD68UQuQLAzpdAqtXr1EdxOfpNE3TVIcQf8zhcBAXGcl1h4No1WG8\nmAtIBBZFRLDR5eKR2rXp+cwzdOrUiZiYGFJNqaw9s5ZVp1ax9fxWbC6b6shC/GPRc6PZu3EvZ85U\npUsX1WmEEOqspm7dmRw6tFV1EJ8mhdiLHT16lN5NmvCjn0+YyE0mYB3weVQUOx0OmjduTOf+/UlI\nSCAuLg6j3cjmpM2sOb2GDWc3cMtyS3VkIe5K9JxoDmw5wIkTleneXXUaIYQ62YSEFCcrK43Q0FDV\nYXyWbJnwYkeOHKGObBD8WyKBHsBao5GLNhuPb93KsiFDKFWsGG3q12fh3IXUi6nHwk4LSRmRws4B\nOxnVcBRVi1ZVHV2Iv0VzaYSEhCA7qoQIdNGEhT3It99+qzqIT5NC7MW+27ePWiaT6hg+qwDQH1ib\nnc1Vu51BBw5w4OWXqV6uHHUqVGDSf94kKi2KSc0ncWzwMS6/dJlFnRbxZI0nKRlTUnV8If5fbrub\nsLAwrFbVSYQQqlksj7J9+07VMXyabJnwYg2rVGHiyZM0VR3EzziAPcC6kBDWh4SQpdfTrm1bWj/+\nOE2aNKF48eIAnL91nq0XtrLl/BZ2XtxJqjlVaW4hfivs/TAuJV1i2bIiPP+86jRCCLXWUqfOBxw+\n/I3qID5LCrGXcrvdxEZEcMlmo4DqMH7uHLAR2BodzW67nRLFitGibVuatG5N8+bNiYuLA+BEygkO\nXD3A/iv72XZhGxczLqqMLQJc8ORgbl6/ydy5MYwYoTqNEEItzz7ijIxUwsPDVYfxSVKIvdTZs2dp\nXbMmF2TLRL5yAUeAbTod26Oj2We1UrlsWZq1a8ejLVrw8MMPU7hwYQDO3TpH4vlEtl3YxpZzW8i0\nZSrNLgKIG3QTdDjsDiZONPDGG6oDCSFUi4mpz6pVE2nevLnqKD4pSHUA8cdOnjxJZYPMz81vBuBh\n4GFNY3RWFlbgwE8/sf3MGd6bO5dvrVZKFClCi7ZtaZWQQO9mvRlcZzBOl5N9V/ax9fxW9l/Zz95L\ne7E4LYqvRvgtO4SEhWAwGMiU52FCCMBkasXatZukEN8lWSH2Um+OH49xwgQmy9R9r+ICvge+0elI\njI7mgMVC9QcfpG3XrrRLSKB69eoYDAasDis7k3ey+dxmtl3YxvEbx3FrMjFE5JJMiFscR/qNdJ55\nBj75RHUgIYR6ByhT5lkuXPhBdRCfJIXYS3Vp04bOiYn0VB1E/L+swC5gU0gIm0JCuOZwUL9mTdp0\n6UKb+HgqV66MTqfjpvkmW85tYfvF7Ww5v0X2H4t/5jqU+qYUyWeS6dIFvvpKdSAhhHoOQkIKc+VK\nEkWKFFEdxudIIfZSFYoXZ9X16zykOoj4W24BO4Gvw8LYbDDgCg3l0caNad2pEy1btuTee+8F4Keb\nP7H53GY2J21m+8XtWJ0yO0v8DeehxpkaHN1/lGbNYMcO1YGEEN4gOjqBefP607VrV9VRfI4UYi9k\ntVopEB1NltNJsOow4q5pwFk8BXlzVBTbHQ4KFSxIfPv2xHfsSJMmTYiMjMRoN7Ll3BbWnlnLutPr\nSLOkKU4uvN5JaGVpReK6RKpWhRMnVAcSQniHD+jW7XuWLv1UdRCfI4XYCx07dowejRrJkc1+xg0c\nAzbp9XwdFcV3VisNatWiY9++JCQkUKpUKVxuFzsu7mDFqRV89eNXMvtY/LEj0D22O18u+pL77oMr\nV1QHEkJ4h/PExjYiPf0qOp1OdRifIifVeaHTp0/zoPxF9jt6oAbwqtvNzqwsrtrtPPPL6Xm1H3yQ\nmuXK8dabE7jXfi+zH5vNzyN+JrFPIoNqDaJgeEHV8YU3sUNcjGc+tkxmFEL81/04nWGcPHlSdRCf\nI4XYC506eZJK8lPO78UAnYGFZjPXrVamnTvHjUmTaFm7NlVKl2bSf96ktKs0n7T/hJ9H/Mzq7qvp\nWrkr4UEydD3g2aBQgUIAyAtJQoj/0uFyteCbb+TEur9LCrEXOn30KA+6XKpjiHxkAJoA0+12LpnN\nfHzpEqlvv02TGjWoWa4cH0yZSu2o2izruoyUkSnM7TCXevfWUx1bKBLsCKZggYIYjSCTGYUQv2W1\nPsrXX+9VHcPnSCH2QtcuXaKk6hBCGT3QEJhus3HFYuH9c+c4M3481cuXp1nt2ixdtJSaUevzAAAg\nAElEQVRu5bpxYNABTg45yQv1XiAuLE51bJGPQq2hFC1alFTZYi6E+J0G7N+/B7lF7O+RQuyFrqWk\nUFx1COEVDEAz4BOLhWtWKy989x0bXnqJUsWK8WSPHmQmZTKtzTSuDr/K3A5zqV+yvurIIh8YLAaK\nFClCSorqJEII71MWm83JFbnb9m+RQuyFfr51ixKqQwivEwp0AlaZTPxosVB5+XL6tWpFzXLlWDh3\nAd3KdWPfU/s4NfQUIxuMpEiEDGb3W3aIiorCaFQdRAjhfXQEB9fjwIEDqoP4FCnEXsbpdGK224lW\nHUR4teLAy243p00m3j1/nsSXX+a+okUZ0L07qadSeaflO1wZfoVPO35Kw/saqo4rcpnb4qZgwYKk\np6tOIoTwRkZjPQ4ePKI6hk+RQuxlbt68SYHQUAyqgwifoAdaAStNJn6yWqm6fDnPtmtHpfvu4+NZ\nH9H5gf9j777Do67SNo5/p7dMJgkkQOig9CK9BBUkoSodFFdAsCw2FERQXjsWXAH72hAU17JLEZci\nuCJgoYaqoIL0UEPqZHp7/5gkiApBJfnNTJ5PrlwhbeaekzB55sxzzhnKN+O+4Ye7fuCejvcQb4hX\nOrK4BLwFXlJSUjh9WukkQohIFAq15ttvdygdI6pIQRxh7HY78Vqt0jFEFKoO3B8KsbuoiDnHjrFu\n2jRqp6QwZvhw8vbl8VKflzg26RhvX/c27VPbKx1X/FkB8Dq9JCYmyqI6IcR5tGH37u2ysO4PkII4\nwuTn55Ookflh8eepgG7AQoeDvW43rRYtYlRGBh2aNOHj+R9z/eXXs+W2LWy4ZQO3tr0Vq14adKKK\nFwwmAxqNhoICpcMIISJTTfx+OHr0qNJBooYUxBHG5XJhVDqEiBkphGeN9zocPLl3L8smTqRutWpM\n+PvficuP4+3r3ubk5JO8P/h9etbviQo5ITHiOSA+Mdz6kpurcBYhRIRSodN1YOtW6SO+WFIQR5j8\n/HwS5CkOcYmpgX7AkqIivnO5iJ87lz6dOtG5WTPefWse/Wv354vRX7D3nr081O0halprKh1ZnI8T\nkqqGj/KWbdeEEOdTVNSGzMztSseIGlIQR5jc3FyqyCl1ohzVBJ7y+znkdPLYDz+wbupU6teowciB\nAzm68yhP9XiKIxOPsGbMGm5pc4ssxIs0HrDZbADSMiGEOK9gsDXr1+9UOkbUkII4wjidTkxSEIsK\noAX6Av92ODjo8dBl6VLuHTiQy2rU4ImHH6G6uzpzBszh1ORTLB6xmGHNhmHSmpSOLTwQbw0/SLHb\nFc4ihIhgLdiz53ulQ0QNKYgjzOlTp0jxeJSOISqZRGBCKMROu53/nD6NfeZMrmnblg5NmvD6y/+k\nk60TC4YvIPuBbD4a+hGDmgzCqJVud0X4wBoXXgjpdCqcRQgRweqTk3OUgEyyXRQpiCNMdlYWVaWH\nWChEBbQHZnu9HHW5ePqnn9j18MO0aNCAHu3aMf+d+VyTcg2fXP8J2Q9ks2D4Aka1GkUVUxWlo1ce\nXrDFh1smZIZYCHF+BvT6JE6ePKl0kKggBXGEOZ2VRTWlQwgBaIBewDyXi+MeD/du28bXkyfTqE4d\nenbowHtvv0cXWxfmD57PqcmnWD9uPU90f4JONTuhVsldS7nxQHJi+FhuKYiFEBei19fj0KFDSseI\nCvJXK8KcOX2aZKVDCPErRmAQ8KHTyQmPh7szM9k4ZQotGzakfaNGTH/scciCaWnT2HjrRk7df4pF\nIxZxZ4c7uSzpMoXTxxatV0uVpCo4nSDdVUKICwkE6ktBfJHkSLQIk19QgE3pEEJcgAkYDAx2OvED\n3+zbx7IZMxj/0kscDQTodc019B4yhO7duzOk3xAADuYeZOWBlaw7tI7NxzZzMP+gkjchqul8OqxW\nq8wOCyHK5HbXlsM5LpIUxBHG4/XKwRwiamiB7kB3vx/sdo4DK5Yt439r1zItEMBstdKrXz96DxzI\n3675G3e0vwOAXGcumScyWX90PSt/XsmW41sIhoIK3pLooQ6oMZlMuFxKJxFCRDq/vxb79v2kdIyo\nIAVxhPEHAvJDEVErFbgVuLWoiBDwvcvF5+++y2uLFzPK7eayWrXo0LUr7bp1o0OHDjxy5SM83v1x\nzjjO8MXBL1h9cDXfHPmGn878RAhZXPp7VEEVOp0Or1fpJEKIyFeLAwdWKx0iKkjtFWGkIBaxQgW0\nLH69v7AQN7DjwAG2HDjAhsWLeUmj4VQgQEaPHvQdPpz09HRuaHEDAHmuPNYcWsOaQ2v46vBX7Dq1\nS8FbEllKZojdbqWTCCEiXyrHjh1XOkRUkNorwri9XuToAxGLjEDn4teSDXSPASuXL2fpunVM8vmo\nmpREl7Q00nr1olevXgzpG+5BPll0ks/3f87Kn1eyav8qcl25Ct0K5an8KgwGgyyoE0JchBqcOXNC\n6RBRQRUKyaa3kSTBZOKg202i0kGEqGBBYBewCfjaYuHzQAC9yUR6ejq9Bg2iV69eVK1alUAwwMas\njSzbt4xVP69ix8kdlaq9wvaxjQUvL8BszqBbN6XTCCEimxuNJh6fz4NKpVI6TESTgjiChEIhdFot\nrmAQndJhhFBYCPgZ+Bz4n9XKGo+HRvXq0W/4cK4dOJB27dqhVqs54zzD//b/j6V7l7Ji3woKPAUK\nJy9ftg9tLHlzCdCdHj2UTiOEiHQ6nZXs7CxsNtnD6kKkII4gHo8Hq9mMNyir7YX4NS+wHliu07HU\nYCBfrSb9mmvIGDSI3r17U716dXwBH+sOr+OTHz/hkx8+4URR7D1VaPvAxn/n/Be//yp69lQ6jRAi\n0lksddm1aw0NGjRQOkpEk4M5IojH40Gv0SgdQ4iIpCe8xdvzPh8/FhWxvrCQq5YsYendd9O0Xj06\nN2vGzBn/oKanJq/1e43j9x/nm7HfcF/n+0i1piqc/hIKglarxe9XOogQIhpotVXJza286y4ulhTE\nEcTj8WCUgliIi9IAuB1YWFTEKY+H6T/8wLHp0+nVvj1NatXi/6ZMwZxjZnav2RybdIx1N6/j7+3+\nTpIpSenof00INBoNgYDSQYQQ0cFGfn6+0iEinhTEEcTlcmGSgliIP0wPZACvejwcdjp579gx/C++\nyLArr6RRaioPP/ggVR1VeePaNzh5/0mW37icm1rdhEVnUTq6EEKUMyMe2ZamTFIQRxCXy4VJLT8S\nIf4KNdAJeM7n42eHg49OnsQ9eza9OnSgdYMGzHrueZrpmvH+4Pc5OfkkcwfMpVud6NquIRgMIncV\nQoiLEQppCMhTSmWSu9QIUlhYSLz8lRPiklEB7YGZPh9HnE5ePniQQ9On06FpU9JatuTDdz9kSIMh\nfD32aw5MOMD0HtNpXKWx0rEvTA2BQAB5MkkIcXF0+Hw+pUNEPKm+IkhRURFxSocQIkapgauBN9xu\njrvdPPj996yaNIm61atz05Ah/LTpJx7s+iA/3v0jG27ZwM1X3ByZLRUa8Pl86GRvRiHERVETlN2r\nyiQFcQQpKCjAJrvgCVHudMB1wCKHg31uN50++YTHRoygVpUqTLzrLqwFVuYNnMeJ+0/wWr/XuKL6\nFUpHPksDbrcbo1HpIEKIaBAKSUF8MaQgjiD5+fkkSJ+PEBUqGbgH2GS381VhIZa33iKjQwe6tmzJ\n4o8XM7bFWLb/fTvrx61nZIuR6DV6RfMG9UGKioqwWhWNIYSIEqGQHq/Xq3SMiCcFcQTx+XzoZIZY\nCMU0Ap7y+znscvHg99/z8d13U6tqVe65/XaSnEl8OPRDjtx3hKeueUqxXuOgNojD4cBslvsKIUTZ\nQiEtftm4vExSEEeQUCiEnDQuhPJ0wADgs6IitjudxM+bx5VXXEF6p05s+nITU7tM5ce7f2TtmLX0\nu7wfqgr8nxvUBPF4PBgMUhALIcqmUgXQarVKx4h4UhBHkGAwiFpmiIWIKHWAp/1+jrrd3Lx5M8/e\ndBO1qlRh8j33UE9Vj+U3LmfvPXuZmjaVFEtKuefxaX3Y7XZsNnn4LIS4GFJXXAwpiCNIIBBAIwWx\nEBHJANwEbCjuNVa9+SZtmzThhgEDyNqVxbM9n+XoxKO8P/h9utfrXm6zxn6Dn+wz2ZjNKtlpQghR\nJrXajcFgUDpGxJOCOIL4fD50shJUiIjXCHje5+OA203XZcu4+7rraFyzJv986VWurXMta8asYf+E\n/UzvMZ3Lki67tFeuh9yCXADi4y/tRQshYpG0TFwMKYgjiBTEQkQXGzAhFOK7oiLmnTjBxkceoW71\n6tw4cGDpvsb77tnHt+O+5e6Od1+algo9FBQWABAnG5cLIcqgUjmwWCJwT/UIIwVxBPF4POhl2zUh\noo4KSAM+djo54PHQZelSHhsxgjrJyUy57z4suRZe7vMyxycdZ9VNq7j5iptJMCb8uSvTQWFRIQBm\n8yW7CUKImBVCpZI1B2WRgjiCeNxujNJDLERUqwLcEwqxyW7ny/x81K+9xsCuXWlepw5PP/EkDUIN\nmDdwHqcmn2LpyKWMajWKeMMf6H0wgN1uB5C9iIUQF8GHThYclEkK4gjiLipCDp8SInY0AWb4/Rx0\nOnknK4vsGTNIa9mS9o0b8/KsF2lpaMn8wfM5Pfk0/73hv4xpPYZEY+KFL9QMp0+fBqB69fK/DUKI\naCeL6i6GFMQRxO1wIL+yQsQeFdAFeMXr5ZjbzYy9e/npscdo16QJnZs149UXXqaVsRXvDnqX05NP\n8+XoL7mv8300TGz42wuLh9MnwgVxrVoVejOEEFEoFHJjlLPeyyTLDiOIo7AQaXsXIrZpgXQg3e3m\nn8CaH35gwWOP0f7RR6lbuzaDb7qJAYMHM7vXbF7o/QL7cvbx+YHPWfXzKr48+CUtmrSg/Y3tcbvd\n1K17/j9yen140Z3NFu41NpnC76emnv2YxRJuu6hSJfy+zQaJieGvNZvDX28ygVYLOl34rfoX0yh+\nPwQC4bd+P3g84VevF1wuyM+HoqLw29xcOHMGcnLAbj/78fx8OHEi/NbhgEjvGtNqw2NiMkFCQni8\nataEqlXD45WSEt79Iy7u7BgbjeGfh8EQ/nh8fPhzJWP663GFs2Pq9YZffb6zY+x0nh1Dlwvc7vCr\nwxEe58LC8DgXFITfnjp1duwjfXxLaLXhsapSJTzGKSlQo0Z47FJSwp9LSIDk5PBbozH8u2wwhMda\nrw9fhkZzdoxL+P3h8XS5zo6v3R4eL6czPK5OZ3jMTpwIj5vDEf54QUH4YwUF4e93OsOXF8mCwSLi\nZAVumVShULT894h9QzMyuOGLLxiudBAhRIXzA18DS/R6lup0BE0m+g8YQN/Bg+nevftv/qAFg0H2\n7fPxxRcFJCUFSExUUaOGgRo1jNhsegwGTZnXGQqFcDgc5OTk4HQ6KSwsJDc3F5fLhcPhwOFw4HK5\n8Pv9+Hw+/H4/wV/shKPVatFoNGi1WrRaLUajEb1ej8FgwGQykZCQQFxcHAkJCVSpUoXExEQ0mvPn\nCgbDBd3p02cL5xMnwh/7ZbFSVAR5eeHCz24PFzQeT7hA8fnOFpDBYLhYCYVApQq/6nThoqmk4Dca\nw8VtUlL4AYHFEv64xVJS7AaoXTtInToqatRQYzBc+IlVl8uF3W6nqKgIh8OB0+nE7Xbj8XjweDwU\nFRVRWFiI0+ksHdNfj2vJ2Gq1WgwGAzqdDp1OV/q+xWLBarUSFxeH0WgsfbVarSQkJJx3jP3+s8Xe\nyZNw9ChkZ4fHMi8vXDgXFITHtKTAdjjCY1tSRJb82+8Pj28gEH5bEl+lOvsASq8Pj2/JA6+SBxEl\nDwqSksIFrc0WfkCRkgKJiSFq1eKCB8+UjGN+fj7Z2dnk5+fjcrkoKioqHWev14vf7ycQCJS+LSl3\ntFoter2+9PdVr9djs9mwWq1YLJbS16pVq5KQkFDmgjSnM/yArmTsCgvDr6dOhcfX6QyPo9MZHufc\n3LPFdMmDSIcjPOYlDzIDgbMPXkp+dzWa8KtOd/b3tuRBVlJSeIxTUqBatbNj27IlVKuWjcVikqK4\nDFIQR5D09u2ZsnUrvZQOIoRQVAjYDaxQqVhptbLZ5aJjy5b8e+VKEhIS0Ol0hEKh0sIgNzeXvLw8\nTp48yYkTJ8jLy6MgrwB7np38nHwcRQ5cTheOIgcnT58k356Py+vC5XNh0BhIMCRgUpswq81YsWII\nGTAEDZgCJnQBHZqgpvRVVfwSIkRQFSSgDpS+9Wl8+NV+fCofXrWXIlURLlwUBYso8BZg99qJM8Vh\nMVqIM8Vhs9lITEykZt2a2JJs2KrYSE5Oplq1aiQlJREfH0/16tVJTEzEbDZX+Ep5t9vNsWPHOHr0\nKEeOHOH48ePYC+04Ch04i5zk5+STl5PHiRMnOJN3BofbgdfvxawzY9FaMKqNGFVG9MUvWrSYgiZM\nARMGvwFtUIs6qD5nXMM//7Nj69f48av9BFSB8BirfLjVblwqFy5c+EI+PCEPnqAHp9+J3WvHqDOS\nZE3CGmelalJVqqVWI7l6MjXq1iAuLg6LxULNmjWpXbs2VatWxWazKTK+QOkDsTNnznDq1Cny8vI4\nduwYp06eoii/iOwT2eTl5HH69GlOZp+kyFWE2+vGorNg0VpI0CZgxYo+pMcUNKEL6tAGtWiDWjRB\nDepQ8fiGVKhRl46tX+PHq/GGx1Ttw6lxlo6pO+TGFXSR680lEAqQYEnAbDRjMVuw2WzUqFkDW5IN\ni9VCnC2OhMQE4uPjSUhIwGq1YrVasdlsVK9enaSkpAs+CCwPwWAQu91OdnY2+/fvp6CggBEjRlRo\nhmgkBXEE6di4MS/v3UtnpYMIISKKA9jQoQPpmzcD0Kd3H1Z9vgqdRodZayZeF0+8Jp6kUBJJviTM\nXjPmgBkjRuKIw1D8YsRIFapgxYoRIwYMaKi4P9YBAhQRLpJduCiiCDt2znAGFy4cKgd2g50CfQF2\nlR0HDs74zlDoLSQQDGDUGYkzxWE2mkmwJWCLtxEXH4fBYMBgNGCKM4VnqM0GdHodarUarV6LWq0m\nGAwSCoXweXx4XB4cdgf2fDsupwu3y01OTg52ux27047T7cTtcxMMBkk2JVNNW43kQDJJriTMATN6\n9BgwYMFCHHFUoQqJJGLChAVLuZ1SeDGCBHHhopBCHDgooIBccimkkDx1Hh6tB7fWTY4uh+xQNgW+\nAuw+O0GCJNuSibfEY7FYMBqMWOIsxFnjMBgNaHVadHodRrMRrU6LVh9+dkCj1aDWqEuLvkAgQMAX\nwOvx4nV7cTlcOIucFOQX4HK4yC/Ix+FwYHfaKXAU4A/4seqt2LQ2ktRJxIXiSPIkYfPYMGIknnis\nWEkggSpUIY64Ch1jFy7s2HHjLv2dzSEHJ068eHHhwql14tQ7cWqcuNVuiijCEXKQ48mh0FuITqPD\npDdhMphIsiWRmJCI0RQeX51eh8lsIi4+DqPFiE6vQ6MtHtfiPpqS392ALzzb7fP4cDlcuJ1uXE4X\nRYVF5OXlYbfbycnP4UzhmfADXX0CCaoE8g35ZJ3JqpDximZSEEeQFnXq8PHRo7RQOogQIqLk3XIL\nltdeI+vYMRo0aMCWLVu4vuf1zLXPVTpahfHjLy1KSooUBw5cuPDjx4cPD57SfwcIECJU+rakgNKi\nRYcOPXrMmDFgQI+euOIXU/GLkfDMrpLFbUXy4CGPvNIx9RS/uHHjxUug+MWLlyBBAgQI/uIlRLiU\nUKFCU/yiK34xYiwd65IxNmMmjjjMmGN6jIME8eHDXfxSSCF27KXj68ePF+854/x7YwqgQYMa9Tm/\nw3r0mDCVPlCwYSORRHSEt1nLIYfx1vFkF2YrNgbRQhbVRRCP14te6RBCiMih15PzwgtUufNOVq5c\nyYhRo1i4fDlNa9TAEXAona5CadGWFq3i0jNgoDqyj9+lpkZd+gyNDRvVqFah12/AgMvrqtDrjFay\n7VoECYVCMfw4WQjxh9SpQ966dSTdcQdPPfssQ0aPxv7II3yn15OYmEiht1DphEKICGfChMvrQpoB\nyiYzxBEkEAxWYDefECJi9e+PZ/58VGo1fQcN4pv9+3G99hokJ5MHWCwWfEEffvxo5W5cCHEeGjRo\nVBo8Ho/sRVwGmSGOIBq1moDSIYQQytHpCM6cCcuWsfvQIZq1bctajQbH7NnhPZQAl16PSqXCqDPi\nwaNwYCFEpDNoDbjdbqVjRDwpiCOIRqORgliIyuryy/GvX49q0iReeuUVuqWnc+Kmm/BMmBDe0LWY\nu/iEAYPOIAWxEKJM8bp4cnNzlY4R8eS5tgiiVqkIlv1lQohYM24cwZdfJt/lYuR117HhwAFcL7/8\nu2czu4pPQDDoDHjxVnRSIUSUUWJ/6WgkM8QRxOXxYFI6hBCi4iQlwcKF8M47fLlhA41ateKruDgc\nL730u8UwgK94cYxep8dPhJ8ZK4RQnBr1b05CFL8lM8RCCKGEjAx49108VaowedIk3vnwQ1wPPADt\n2l3w2/wlx89qtASkyUoIcRFkl4myyQxxBAmBbLsmRKwzmeDVV+Hzz/k+N5fm7doxd9s2XG++WWYx\nDBAo/sOmUWsISpOVEKIMKlRSEF8EKYgjiMfnk4M5hIhl7drBtm0Exo9nxvPP0/GqqzjQty/Oxx4D\nm+2iLqKkZUKrkxliIUTZQoRKj4EW5yctExHE7fVKD7EQsUivh0cfhalTOXL8OMN69GBPYWF4b+Ea\nNf7QRf1yhlgKYiHExZAZ4rLJQ4YI4gsEik8fF0LEjDZtYOtWQtOmMee992jeti3bmzbFMWvWHy6G\ngdImCbVaLS0TQogy6VQ6vF7ZkaYsMkMcQXzBoPxAhIgVJhM8/DBMmcKxU6e4oVcvtmdl4XjuOWjY\n8E9fbMlMj2ylJIQQl47MEEcIv99PMBjEoHQQ8efFxcG4cfDss3DHHaUni1GjBnTvDgkJisYTFeja\na+GHHwg99BBvv/sujVu1YmPt2jheeeUvFcNCCPFHBQmi0WiUjhHxZEIyQvh8PnQaDSq/7CuquIwM\nePppqF0bdu6EyZPDhW5aGoRCoNGEe0KDwfBCqCNHYNEimDoVatY8ezkzZsDKlTBoUPjri4rC/169\nWrnbJspXaiq88AKMGMF3333H6K5d2VdYiOMf/7hkhbCmeGY4EAigljkNIUQZ/CE/Op00ZJZFCuII\nodVq8cvG2cqbNg2mTwe1mlAohKp3b+jd+8LfU78+XH01ABs3buS///0v3bp1o1+/fjBiBKFQiG1b\nt9KuXTt45RVo1qwCboioUEYjTJkCU6bgUqt59KGHeO2tt3CPGUOof//wg6hLRF+8Wtzn86GVu3Ah\nRBlUqORgjosg0wsRQqvVEgyFZM24kmbPhqefJhAK8X//9380adKk9FPBYJDu3bvTuXNnOnToQKtW\nrbjiiiu4/PLLWblyJQBff/01ffr04dixY9xwww0sWbIEgPnz53PdddeFez/r1lXkpoly1LEjbNtG\n6PHH+c/y5dRr0oR/bt6M6623CA0YcEmLYQB98Qyx1+dFJ8twhRBlkH2IL45ML0QIlUqFSafD6fVi\nVTpMZVSnDkyciMvlYtiwYaxYsYK6vyhe1Wo1Z86cwWAw0Lt3b/R6PX6/n+TkZLp06QLA6tWr6dev\nH++99x6JiYmsXLmSAQMGMGPGDCZPnhxeBPXJJ0rdQnGpJSaG+8Vvu43DR49ywzXX8N2JEzjuuy+8\ns0Q50RUXxD6/Dw3SFyiEuLAAAbRaKffKIiMUQTRqtcwQK6W49/fAgQOcPn2aYcOG8c0335zzJV6v\nl+uvv55HHnnkdy8iIyOD559/npEjR7Jy5UpeeuklVqxYQVZWFrfeemv4i55/vlxvhqgAKlW4p3zG\nDHw2G7NmzeKpGTNwDx1K4OGHL/mM8K/pilsm/AG/tEwIIcrk8ruwWCxKx4h40jIRQUx6PS6lQ1RW\n27ZBVhbNmzdny5YtNG/e/DeLEE6ePMmRI0fo27cvdevWpU2bNixevLj082lpaaxYsYLGjRvz4Ycf\nMnr0aGbNmsX48eOJj4+HNWvCi/RE9GrSJPxznDOHdbt307h1a6YvWoTjhRcI3HhjuRfDAJbigtjp\ncWLEWO7XJ4SIbg6/A6tVnnsuixTEEUSn0SBbZyvE44H09NJ3c3JyqFq1aun7DocDu93OnDlz0Ol0\nTJ48mRYtWjB06FA2btxY+nVXX301jz/+OH379mXr1q2sX7+eiRMnhj/ZuDHceSfIHVP0KTlpbudO\nclu25IYxY+h3ww0cHDEC57PPhltuKoiluOh2epyY5GxLIcQFBAjgD/oxGuXBc1mkII4gJoMBt9Ih\nKrOffoKPPwbCBXG1atVKP1VQUADA/fffz6effso999zD/Pnz6dKlC3PmzAl/0bJlUNIaAcyaNYtR\no0aRmpoa/kBqKrz2Wvh6rriiYm6T+Os6d4YdOwg9/jj/+s9/qN+kCUuKinC+8054f+kKPiAjTqPB\n6/USCoVkUZ0Q4oIcOIgzxKFWS7lXFmlAE+KXig/PyMvLI7nkYA0gNTWV7777jubNm6MKhUClQqVS\n0bZtW77//vvwF8XHg9MJwP79+1m4cCHff/89J0+e5B//+AcOh4PRo0eTlpYGn34KjRqFZ6ZFZNLr\n4Ykn4IEHOHT0KDdlZLDj8GEcTz4Zbp1QSLxWS2FhIRadBZVHTqsTQpxfIYUkWOVQqIshDxkiiF6n\nw6d0iMpMo4E+fQDweDyYzeZzPt2iRYvwThE5OXD8OACnT5/GYCg+XzAQCO9jDDzzzDMMHjyYyy+/\nnP79+7Nnzx60Wi0ZGRls3749/BR7WfsbC+W0bQuZmYSmTuXNd96hRbt2bGzQAMfrrytaDAOY1Woc\nDgcmrbRLCCEuLI88kqskl/2FQmaII4nZZMKhdIjK7L//Lf2n1WrFbreXvu/z+Vi1ahX9+/dHVTxz\nfPjwYZYtW8aMGTPCX5SSAs2bc/jwYd5//302bdpETk4O27Zt4/Tp0yQnJ7Nnz+gtv3oAACAASURB\nVB62bNlCmzZtwkc6i8hiMMDjj8PkyRw7dYqRvXuzLSsLx8yZ4QNYIoBJrcbtdqNX6ZWOIoSIcHnk\nkVItRekYUUFmiCOIQXqIldOhA/Trx+nTp5kwYQK7d+9m3bp13HHHHfj9fo4ePcrgwYMZN24cX3zx\nBW+//TZpaWlUrVqVUaNGhS/DFJ6xe/XVV7nyyitp06YNCQkJJCcn8+STT/LCCy+wdetWrrrqqvDX\n79+v0I0Vv6tt2/ABG1On8ubcuTRu1YqNtWrhePnliCmGARK0WgoKCojTxCkdRQgR4XLIIbVOqtIx\nooIUxBHEarViL/vLRHko3mKtqKiI3Nxc2rdvT1paGn6/H4AGDRqwdOlStm7dSkZGBnfffTc9evTg\nq6++IjExMTy7fOoUEO4/fvTRR4HwCYSfffYZWVlZrF69mv/85z/hE/B+/hnWrlXkpopf0WjgoYdg\n40aOWq2k9ezJ/S+9hOP55/GNHg0RtqF9sl7PmTNnSED6AoUQF5arzqVWg1pKx4gKkXVPX8lZ4uJw\nKh2istq4Eb76igZXXcW//vWvsx8/fLi0IOrTpw+9e/fGbrdjNBrR64ufst6wAcaMgVtugV/uOgGQ\nm0u7du345Jcn1OXmwvXXQ3GxLRTUoAHMnw9paXz00Ufcfs89uAcPxv9//1chewr/GdV0OnadPInN\nb1M6ihAiwuWacqlVSwriiyEFcQSJT0ykUOkQlVUwCAMHwvjx0LIlqNXh7bS2boW8PFixAh54ANWY\nMcRv3RreszgzE954A957L1zczp4dnmkeOhSOHYMpU+DECbjrLqheHY4eBZstvPVa8WyyUNAtt8CL\nL5Lr9TLu+uv5YssWHE8/Hd4vOkKpgRoGA8eOHSPRnah0HCFEhMvR5lCz+CRWcWFSEEcQqxTEysrP\nh5IFcr9n4sTwq9EIodBvt0wLhcLf/+vLuNBlioqXmAhz5sCQIXzxxRdcP2YMRV264H399fCiugiW\nrNejVanIOpBF1UDVsr9BCFGpZQezpSC+SFIQR5AqqankqlThwkpELrcsfYxa3brBhx/iSUnh/okT\nmfvRR7gmT4b27ZVOdlESi9t3ck7l0JSmCqcRQkSyECFOuU9Ru3ZtpaNEBVlUF0GSk5PJluMVhbj0\n1Gp4+GFYu5a9LhetOnZk3rZtuN58M2qKYQjvQQzgKHJgRO4rhBDnl08+Wp2WhARZgHsxpCCOIDVq\n1OC4To5iFeKSSkmBlSth+nTe++AD2nTpws89e+J8/PFwT3cUMRcv9HM6nFIQCyEu6DCHaVSvkdIx\nooa0TESQunXrckjpEELEkq5dYeFCnDYbt44dy6dr1+L8xz+gYUOlk/0pycUPmHPycrBiVTiNECKS\nHeQgLdu2VDpG1JAZ4ghSt25djrjdSAexEJfAbbfBmjX8VFhIi/bt+eT4cZz//GfUFsMAdYpbqrJO\nZZGCnD4lhDi/n80/07FbR6VjRA0piCNIYmIiKo2GXKWDCBHNjEZ46y146y1WfPEF7dPSONSnD+4H\nHyw9TTBaVdXpCAQC2F12bERXu4cQomLt0+yjXbt2SseIGlIQA6FQCJ/Pp3QMAOpVry5tE0L8WfXr\nw/r1BG+5hceffJJhY8dS9NhjhAYMCO8rHeUStFry8/OJ08ehIvpvjxCifLhwkeXOomVLaZm4WJW+\nIC4sLKRTp040/J2nUT/77DPS09Np2LAhgwYNYvv27eWep169elIQC/Fn9OkDW7eSU6cO1/Tty8zF\ni3G9+mr4oJUYkaLTkZ2dTaJeDuUQQpzfz/xMk/pNMET43uqRJGIK4lAoRLNmzcjMzKzQ6500aRKZ\nmZmcOXPmnI9Pnz6dfv36kZyczN///nf279/P1VdfzalyPmHsspYt+blcr0GIGDRtGqHly9l+6BDN\n2rZlQ0ICjpkzITlZ6WSXVIJWS15eHvHqeKWjCCEi2F720q6LtEv8ERFTEKtUKvbt28eWLVsq7DqX\nLl3KvHnzGD9+/G8+t2/fPhYsWMBHH33ElClT+PTTT7Hb7axfv75cM13erBn7zOZyvQ4hYobJBAsX\nwtNPM/9f/6Jbejqnb74Z7x13gDb2NtGxabUUFBRgRu4jhBDnd8B8gPZdomeP9UhQ5l+MGTNmkJaW\nxpVXXglAZmYmX331FZMmTeLFF1/kp59+YtasWbzwwgtYLBbuvPNOPv74Y3788UfGjRvHZZddVnpZ\nfr+fJUuWsGvXLpo0acKwYcPQ6XQ8+OCD+Hw+VCoVixYtYuvWrfTt25ehQ4cCUFBQwEcffcTJkye5\n8sorueaaa1CpVKxdu5YGDRoQHx/Pe++9x6FDh5gyZQo1atQAIDs7m3//+9/o9XpGjRqF6RcLas6c\nOcNtt93GXXfdRfv27Xn33XfPud3z588/5/3NmzcDUL9+/T8xzBevcePGvC97EQtRtlq1CC1cSLB9\neybcdx/vLl6Mc+bMcB9xjIrTaDhit2MOSUEshDi/vdq9tI+iQ4ciQZkF8XPPPcfDDz9cWhAvWLCA\n5cuXM2nSJDZs2IDL5aJ///5s376dgoICXnvtNQ4dOoTVamXevHkcOXIEnU7H4cOH6d27N8ePH6dD\nhw68+OKLLFq0iAULFnDgwAH27NlDIBBgz549uFwuGjduDMDq1asZMmQIFouFJk2aMH36dGbPns29\n997L9OnT8fl87Nixg2rVqpGTk0NSUhKPPPIIS5cu5cYbb8Tv9+P1ennppZfYsmULZrOZUCjEHXfc\ngcFg4Omnn+aTTz654Bh8+eWX3HnnnaSnp9O6detLMOzn17x5c3YXb70mS2aEOI/WrQmuWIHdYmHY\nwIGsP3UK52uvgTW29+a1aDQ4HA6MQTmUQwjx+9y4yXJl0aJFC6WjRJULtky43W7y8/PPOQe7oKAA\na/EfHZPJxKpVqzhx4gR79uwhJSWFhIQEdu/ezaJFizh58iT79u0DYOzYsQD88MMPrF69mrS0NOLj\n41Gr1SxYsIDdu3dTo0YNJk6cyLfffssDDzyA3W5n2LBh9OzZkwMHDrB69WpMJlPp9bvdbtavX8/r\nr7/O3r176dChAy6XC7fbze23306vXr3Izs5my5Yt7Nmzh0WLFgHh2d+FCxcyb9680sv6PT6fj4ce\neoj09HSuvPJKFi9ejKqcV6onJyej0+k4Ua7XIkQU69ePwFdfcdTno3XHjnyt0+F85pmYL4bh7C4T\nZp/MEAshft9+9tOobiNZUPcHXXCGOBgMApzTauDz+TAX97gmJiZiNpv57LPPSE1NJSEhgZEjR9Ko\nUSPq1auHSqXi4MGD6HQ61qxZw/Lly6lZsyYAdrudpk2bnnN9RqMRt9td+v7ChQtxOBy8/fbbGI1G\ngsEgDoeDxMSzK6xvvvlm/va3vwHw9NNPU6NGDdasWcPJkyeZPXs2cXFxtG3blvT0dDIzM0lLS+Pv\nf/87er2eBx98EL1eT05ODm63m8GDBzNt2jQ6dOhAQUEB1113HTt37mTu3LmMGTOm3IvhEi0aNeL7\nbdtIrZBrEyJ6hKZMgWefZcf27fQaMICCwYMJDBumdKwKY9VosNvtmLzRvZ+yEKL87GMf7TrKgro/\n6oIFsclkQqPR4HK5Sj+mUqlQq8MTyx6PhxYtWpT21SYlJZGXlweAXq+nevXq7N+/H11xT+wvN4i2\nWq1oNJrfXN8vC+IDBw5Qv359qlSpAoBarcZisZzzfbVq1Sr9d0m/zPLlyzGbzdStW7f0czabDZ/P\nR2JiIk8//TQFBQV4vV68Xi+7du1i7969JCUllV72k08+yc6dO9m8eXNp+0ZFadWpEzu3baNXhV6r\nEBHMasX/7rtohwzho48+4ta778Z5771w1VVKJ6swFo0GjUpFfk6+9BALIc7rB/MPDL16qNIxos4F\nC2KVSkVqairHjx8/52MlM8c5OTmlxSpASkoKWVlZpe/XqlWLAwcOcPXVVwNw4sQJqlWrBkBqaupv\ntjozmUznFN/VqlXj9OnT+P1+tMUrxn/9faHQbw86rl27Nk6nk6NHj1K7dm08Hg+ZmZlMmTKFxMRE\n7r///nO+fv78+axfv5533nmn9GOLFy/mzjvvrPBiGKB1hw6snj8fHI4Kv24hIk6dOnhWrkR92WXc\nee+9vLdoEc7nnoNfLNitDCzFExH2fLvsMiGE+F1BgmQGM3mz15tKR4k6ZS6qa9WqFXPmzMHtdpOd\nnc3nn39eOiMcCATOaSNISUnh8OHDpe+npqZy9OhRmjVrRv369Zk4cSIPPfQQR44cYenSpWi12nOK\n3V+fGNe3b1/uvfde7r33XoYOHcpXX33FwYMHWb58OePGjSv9nl9LT0+nTp06DBo0iJtvvplPP/2U\noqIibrrppt+9jSUF/i+dOXOGTz/9lM8//5z8/HxcLhfVqlVjzpw55X4UYuvWrZn9q9lzISqlpk1x\n/+9/OE0mevXowQ+hEM7XX68U/cK/Zim+T3AUOkgiSeE0QohItJ/9JCUlUa9ePaWjRJ0y9yGeOXMm\niYmJzJo1iy+//JK6deuWFsF9+/YlPv7sBvE2m438/PzS95s2bUpOTg46nY5///vfaLVahgwZwuuv\nv860adMIhULs3r279OutVus5uzg0bNiQf/3rX3zzzTcMHDiQzZs38+STT/LNN98QDAZJTEw8Z4a6\nhE6nY9WqVcTFxfHAAw/gcrlYuXLlOVl/qVOnTgwePPicjz3zzDN069aN/v37c/vttzNt2jR69uxZ\n2v5Rnpo3b87PTieusr9UiJgV6twZ19dfk6tS0S4tje9q1sQ5fXqlLIYhvOUaQGFBISakh1gI8Vs7\n2EH3jO5Kx4hKqtDvTbFegM/nw+l0YrPZfvO5vXv3cvjwYTIyMoDwLhAOh+N3i9aSy/plgRkIBH7T\nV/x7SmaVA4EAarX6govdQqFQhS2Gu5Q6NW3KjB9/pIfSQYRQQOCGGwjMncuho0e5qlcvcnr3xj9y\npNKxFNXeamVLu3b07tabq7+9mq50VTqSECLCTLNOY9LcSQyrRIuNL5U/fFKdTqf73WIYoFGjRqXF\nMIR3jThfMVxyWb90McUwUNpiodFoyix2o7EYBug9eDArY/CkLSEuSKPBM2sWmo8+YsPmzXTo1o3T\nw4dX+mIYQFt8X+bz+dCW3e0mhKhk3LjZ5dl1Th0mLl7EHN0sztV/4ECWm+RpUVGJJCXhWbUK/cSJ\nzH7xRfoOHUrhlCmE+vdXOllE0P2iINYgawyEEOfaxCbat25/3klLcWEyzRCh2rdvzzG/n1NANaXD\nCFHemjTBvWwZodRUrh81ihVbtuB65RUoPoZdnC2I/T6/FMRCiN/YYN7AiJtHKB0jaskMcYTSaDRc\n2akTa5QOIkR5Gz4c3+bN5FsstO/WjWWnTuF46SUphn+lpGXCH5CCWAhxrhAhtoW20adPH6WjRC0p\niCNYv+uvZ6lZ9hsVMUqjIfiPf8B//sOmnTtp3rYt+664Ate0aWA0Kp0u4qiLC+JgMIha7rqFEL+w\nn/1Y4i2l2+KKP07uVSPYddddx8pAAL/SQYS41FJS8K1ciWryZF5+9VV6DRpE7oQJ+EaNgihdCFve\nSkclBCpkjIQQZ21lK33694najQQigfQQR7CaNWtSo1o1th05QkelwwhxqXTvjv/DD/HGx/O30aNZ\nvnEjrpdfhtRUpZNFhRB/aKdMIUQlsD1+O1Ovnap0jKgmM8QRrmffvnyhlh+TiAEaDTz5JKHVq/m5\noIAW7duzLDsbpxTDQgjxp/nw8b3re3r0kJML/gqptCLcwBEj+CQuTukYQvw1DRoQ+vprQg8/zDvz\n5tEuLY3D/fvjmjoVZHvBi1IyL6xSqWSWWAhRahe7aHJZExISEpSOEtWkZSLCdevWjZ88HnKA8x9x\nIkQEGzOG0CuvkOfzMWb4cNbs3Ilz5kyQxR9/iBTEQojf87Xxa4aNkpPp/iqZIY5wer2eHl27skrp\nIEL8UVWrwqJF8O67rM3MpFGrVnyuUuF49VUphv+EYChcBKvVaimIhRAABAnyrepbhg2XgvivkoI4\nCqQPHsyX8rSyiCYDB8L33+Pu1497Jk2i/w03kDNhAt677gKDQel0UclfXBBrtVoCBBROI4SIBD/z\nM/EJ8Vx22WVKR4l6UhBHgfT0dFbLwjoRDeLjYe5cWLKErVlZNG3Thne2b8f11lvQUfZK+St8xQWx\nTqfDL5sxCiGA9er1DBg6QOkYMUGqrCjQpEkT3Foth5QOIsSFXHst7N6Nf9QoHn3iCa7s1YtDQ4bg\nevRRsNmUThf1pCAWQvzaZstmBg0bpHSMmCAFcRRQqVRkpKezVOkgQvyelBRYsACWLmVXbi6tOnZk\n1ooVuN54AzIy5KCNS8QTDAJgMBrw4VM4jRBCaTnkcDxwnLS0NKWjxAQpiKPE3267jXlWqyylEZFl\n5EjYswf3tdcyacoUOvfowY89e+KcMQOSk5VOF1NcxQWx2WzGg0fhNEIIpW1lK93TuqPVyoZhl4IU\nxFEiIyODArOZLUoHEQKgVi3473/hww9Z/9NPXN6yJW9kZuJ6+21C/fvLrHA5cMsMsRDiF3aYd9B7\ncG+lY8QMKYijhFqt5ta772aO0ah0FFGZabUwdSr88ANFPXpw1333kT5wIFk33RTuFU5KUjphzPKW\nFMQmKYiFqOxChNjGNtLT05WOEjOkII4iN40Zw6JQSJ4sFcro2BG2bCH07LMsWrWKBs2aMe+nn3DN\nmQNXX610upjnCIS3WrMmWHHhUjiNEEJJRziCzqyT7dYuISmIo0jt2rVp2awZK5QOIiqXxER4+23Y\ntImsqlXpM3AgY6ZMIfu++8JHL8sOEhWiMBDAHwpRpVoVilRFSscRQihoK1vpmdETlbSnXTJSEEeZ\n62+7jYVms9IxRGUxdCjs2YN39Gieee45GrdqxZdVquB4/XVo21bpdJVOod9PQkICDr1D6ShCCAVt\nt26n93XSP3wpSUEcZQYNGsSKQEDaJkT5atgQ/vc/WLiQbceP06xtW55ZsgTnK6/gHzMG9HqlE1ZK\nRYEAFosFj1buAYSorFy42OHZQd++fZWOElOkII4yNWrUoFXTpqxSOoiITRoNTJkC331HXrt2jL39\ndtIyMtg/YACOZ56BmjWVTlipFQUCWK1WXBrpIRaissokk3at25GQkKB0lJgiBXEUGj5uHAukbUJc\naq1bw4YN8NxzLFqxggbNmvHR6dO4582DXr1kK7UIcMbnIzk5mXxVvtJRhBAK2WDawJCbhigdI+ZI\nQRyFhgwdyjJpmxCXSlwczJ4NW7dysnZt+g8ZwujJk8mfNg3PffdBfLzSCUWxbJ+PqlWrUhgqVDqK\nEEIBAQJsCm1i4MCBSkeJOVIQR6HU1FSaN2rEaqWDiOjXvz/s2UNgwgRefeMNLmvenP+ZzTjffBNa\ntlQ6nfiVfL8fm82G3W9XOooQQgE/8RPVqlWjbt26SkeJOVIQR6lBo0axRA7pEH9W1arwwQewbBm7\n8vJo3akTD86Zg2PmTHy33iqL5iKUvbiH2OGXXSaEqIw2aTZx7dBrlY4Rk6QgjlJDhw1jCRBQOoiI\nPgMGwO7duIcM4aGHH6Zzjx7s6dEDx6xZUL++0unEBbgCAUwmEx6/NEwJURltMW+h/4D+SseISVIQ\nR6n69etTo3p1NigdRESP+HiYOxc+/ZRtWVk0ueIKXv76a1xvvEGof39Qy91BpHMFg+j1eoKhIAF5\nOCxEpZJHHsd8x+jatavSUWKS/AWMYkNHjeJDg0HpGCIaXHkl7NqFf9QoHn3iCbplZHB46FCcjz8O\nyclKpxMXyRUMolKpMGgNeGRZrRCVSiaZXJV2FTqdTukoMUkK4ig29rbb+BiQHUnFeel08NRTsHYt\n+7xerujcmdmffYbrjTcgI0O2UosyRYHwrLDFaMEl//OFqFQyzZlcO1z6h8uLFMRRrHbt2rRv04Yl\nSgcRkemyy2D9ekLTpvHWO+9wRefO/JCWhuPZZ2VWOErl+/0AJFgTKKJI4TRCiIoSIsQOdtCzZ0+l\no8QsKYij3K0TJ/K21ap0DBFpRo2C7ds5U68efQYOZNKsWThnzSI4eLDMCkexXJ8PgMSERAqRvYiF\nqCyyyEJj0NCwYUOlo8QsKYij3MCBA9kVDHJI6SAiMphMMG8ezJ/P2sxMGrduzVqzGcfLL0O9ekqn\nE39RQXHLRHx8PA5k6zUhKotNbKJXn16oZEKj3EhBHOUMBgMjb7yRdzUapaMIpTVpAps2ERg1iv97\n9FH6jRhB7r334h0/XvYVjhGu4oLYZDbJojohKpGt8Vu5buh1SseIaVIQx4Cx48fzntFIUOkgQjnD\nhsGWLZxKSeHKjAxeWrEivHCuY0elk4lLKK+4hzi5ejIFFCicRghREVy4+N79Penp6UpHiWlSEMeA\nNm3aYE5KYr3SQUTF02jg2WdhwQK+3bmTpm3akFmrFo7nnoOkJKXTiUvshNcLQGq9VPLIUziNEKIi\nbGYzHdp0wGazKR0lpklBHANUKhU33norH8mexJVLQgJ89hmhqVN59bXXyBgwgLwJE/CNGxculEXM\n8YdCFHo8VE2uSpFedpkQojJYb17P8DHDlY4R86QgjhE3/O1vLFCp8CsdRFSM4n5h95VXcsPo0Tz4\n4ou4Xn4ZOndWOpkoZ6fcblJSUsg35CsdRQhRzoIE2RraSt++fZWOEvOkII4RDRs2pF7dunypdBBR\n/q69FrZs4WR8PJ2uvpqlx46Fd5GoWVPpZKIC5AYCJCUlUaSWGWIhYt0BDmBLsFFPdgkqd1IQx5Dr\nb7mF/xiNSscQ5emhhwh9+imb9+yhWdu2/NC8Oa6HHw5vtyYqhSIgLi5OTqoTohLYotpCn2v7KB2j\nUpCCOIYMv/56PgmF8CkdRFx6cXGwaBE88wzvf/ABPfr2Je+uu/CNHg1q+W9cmdiDQeLi4nCGnEpH\nEUKUs++s39Gzj5xOVxG0SgcQl06dOnVo1LAhX+7ZQ2+lw4hLp1YtQp99hr9xYyZMmMD8JUtwPv88\nNGigdDKhgKJAAIvFgjvoVjqKEKIcefCwy71LjmuuIDK1FGOGjhnDImmbiB1duuDfuJGCWrXolp7O\n/MxMnK+9JsVwJeYJBjGZTHiCcjCHELFsD3to2rCpbLdWQaQgjjEjbriBxSBnWMWCu+8muG4dB51O\n2nTpwo7kZJzTp4PVqnQyoaBCv5/4+HiKfLKoTohYtkO9g2v6X6N0jEpDCuIYU6dOHVo0bcpypYOI\nP0+vxzdnDrzyCktXrKBtly4c6dsX7113yf7CgoJAAKvVitPnJERI6ThCiHKyI24H6b3kdLqKIgVx\nDLp5wgTmxcUpHUP8GTVq4Fi3Ds3YsTz82GPcOH48RU8+SXDAAFCplE4nIoAvGESlUqFRa/DLzuNC\nxKQ88jjkO8RVV12ldJRKQwriGDRs2DC+DQQ4rnQQ8YeE2rTBkZlJsHlz+g4axIuffBLuF27WTOlo\nIoK4gkEATDoTHmmOEiImfcu3pHdPxyAn0FYYKYhjUFxcHMOGDeNd2Y4rargyMnCvW0e210urjh35\nSqXCMWsWJCUpHU1EGGdJQWww4UZ2mhAiFq2zruOm225SOkalIhVTjBp35528ZzZLh2EUOH7HHehW\nrOCn/fvD/cLp6bjvuw90OqWjiQjkLS6IdVqdtEwIEYNyyWWvby+9e8sGqhVJCuIY1alTJ4JxcWxW\nOog4P52OA//8J6n//CcrVqwgrWdP8saPJzh0qPQLi/PyhcIPc6UgFiI2rVatZuCAgZjNZqWjVCpS\nEMcolUrFzXfcwXvSfxSRglWqcHD1auqPH8/0Z57hhttuw/nUU3D11UpHExFOCmIhYtu31m8ZefNI\npWNUOlIQx7AbR41igUqFV+kg4hyOli05vWUL1du3Z8Dw4Tz34Ye4Xn0VmjZVOpqIAv7iglir0RIg\noHAaUR5UGhUqrTxLVBmd4QyH/Ie45hrZf7iiydHNMax+/fo0bdyYz3buZKDSYQQAJwYMwPbBB/jz\n82nfrRsHqlTBPXs26PVKRxNRoqQg1mg0UhBHILVZTXzHeLSJWtyH3RTtKIIgoIL4jvHoUnSEfCHU\nBnW46FWB2qQm7/M8tAlaGs5uSGJGIiqVisKNheyfuh9dVR0176xJ0BPk6D+OUvBtgdI3U5STtaq1\nXNf/OtldQgFSEMe4v91xBx/cfz8DHQ6lo1RuKhV7H3mERk88waZNm+g7aBCF111HYORI6RcWf0jg\nFwVxkKDCaUQJlV5F3f+rS637aqGNP/un1XXAxaHHD5E6PhVb14s7gtfvD7fC2LrZaPtt23M+l9Qr\niS0tt+D62XXpwouIsSZuDS/e9qLSMSolKYhj3PDhw5ly770UAHIaukISEzn8wQc06tuXee++y133\n34/r/vuha1elk4koVLJzjFqtlpPqIoQ2QUvLpS2xdbMRCoXIzMwkKyuL1q1bU79BfZrOD7dDHTt2\njK1bt6LT6fB4PPj9ftRqNXFxcfTq1QuAJUuWMHbsWNxuNzNnzuSuu+4C4IknnqB58+YMGzaMqoOq\ncnTmUcVurygfBzlIriaXHj16KB2lUpKCOMYlJSVxVefOLFu3jr8pHaYSCrRvT/6CBVSvUYObb7uN\nBV98gWvmTKhfX+loIkqFimeIVfLMQsS4/JXLsXWzcfToUUaOHMm3335b+vOZNGkSM2fOBOCTTz7h\nnnvu+c33Dxw4kF69ehEIBBg9ejRz587FaDQydOhQxo4dy4kTJ5g+fTqZmZkEPUG8p2RlSCz6QvcF\no8aNQquV0kwJsqiuErj+1lt5X45yrnDuCRMIfvsthaEQbbp04T8//xw+eU6KYfEXlBRaJYWxUF5S\n/yRCoRBXXXUVbrebXbt24fF4eOKJJ5g1axY7d+4EIDU1FYCcnBwCgQDBYBC/38+SJUuA8Ky/wWCg\nsLAQrVaL1+vF7XbzwgsvkJ6ezhVXXIEv28fpf59W7LaK8uHHz/+0/2PsFNB+bQAAIABJREFUrWOV\njlJpSUFcCQwdOpQtwSBHlA5SWSQk4F68GONLL7F8xQpadejA3q5dcT36KMi+kuIvKrnTDgQCqOUu\nPCJ4sjyoVCo++OADvvnmG1q2bIlOp6Nfv34AFBSEF8Hl5OSQlJREMBjk008/5e233+bw4cOll6NS\nqXj11Ve5//77GTFiBLNnzwZg3rx5TJo0CYCsV7IIeeXBUKxZy1qaNm9KU9ltSDEyL18JmEwmRowY\nwfz/Z+++w6qu+z+OP89gnMNWxJnjttwTcYU5bjVHOaOh5sg9chuaI7s1M8otbnGHpSaa4khz74Hg\nxpW5F0M2hzN+fzB+2rQEvufA+3FdXVeMw3kdQHjxPp/v57N6NeNNclV6jqpXj7S1a1EXK8aAIUNY\n9cMPJE2aBJUqKZ1M5BF2GRNio9GIBo3CaQTAjU9uUGl9JV5/5roAk8nElClTcHNzo1atWgDcv3+f\n5ORkypQpQ1paGvb29iQnJ7No0SJ69uwJwPvvv897770HpBfkL7/8kvLly9O8eXMAHn0n0+G8xoKF\nDc4bmP75dKWj5GsyXsgnevTvz2qdTi7BySlqNYwZg+XgQW6bzdSsX59V4eEkLVwoZVhkKwd1+o/t\nVEMq9sh2fdYgemc0lzpdynr5/v37tGjRgi1bthAUFISTkxMADx48IDk5mX79+hEbG0tsbCwDBw5k\n9OjRpKSkABB3LI6E0wmoVCpSU1OZO3cu/v7+WUtl6v1Sj2o/VUNfQZ5tyivCCMPiYaFVq1ZKR8nX\npBDnE3Xq1MHs4sIxpYPkRSVLwu7dMHUq361fT7Xatbn8+usk/e9/4OKidDqRxzhmFOIUQ4oUYivh\nUNyBimvSn+retm0bVatW5datWxw8eJB33nkn6/3q1KnD559/zjfffIOjoyNqtZohQ4bw5MkTLl68\nCMDVwVeJPxMPwLfffoter8fPzw+TycTNmzdJNaRSoHkBah6pie5VXe4/WJHt1juvZ/Tno1GrpZIp\nST77+YRKpaL/8OEs0skP0GzVrRuWs2eJq1WL97t2pfenn5I4dSrmd96R/YVFjrDP+KWZZkxDK6ve\nrELxwcXRumvZsmULbdq0wc/Pj/DwcOrVqwfA9U+uA9CjRw8mTpyISqXi1jfpV3U4Z1zwHB0dDYBT\nNSeKflQUo9HIl19+ib+/P9HR0VStWpUyZcpQpEgRNm3ahJ2HHaUnlc79Byuy1WUuc8fhDh9++KHS\nUfI9KcT5SJeuXdlsNiNHdGSDggVh/XpYuZL9Z87wWtWq/BgXR9KCBVCunNLpRB6mzVxDbJI1xNbC\ns6MnAAEBAbRs2ZIFCxagf+YC2rLflP3dbV4Z8QoAhw8fBqBChQoAFO5SGJVWxffff09SUhLdu3dn\nwYIFFC5cmOTkZL744guGDx8OpB/cIWxbsFMw/hP8sZfTShUnhTgfKVKkCA19fQlWOoite/dduHSJ\n1DZtGDJyJK3fe49H/fuTMnw4yARe5DCnjAlxsiEZRxwVTiNQga6sDovFwtGjR/Hx8WHv3r1s3LiR\n4OBg9u/fn7VFnr+/P5988gkWiwWVRsWVK1cYNWoUTZs2pUSJEhgeG3Ct44rFYuGrr75i2LBhODo6\nEhMTQ4kSJXBwcMDNzS1rTbLsNmHbrnGNK3ZX6Nuvr9JRBLLLRL4zaPRoxpw8SZ/4eKWj2J6iRSEw\nEDp25Pjx43zQowcPvbxIXrwY3N2VTifyCb1Gg9lsJiUtRQqxNbCAxWhBZafCzc2NSZMmZb3J0dGR\nlJQUNm/eTNu2balfvz6dOnVi48aNeHh4cPbsWUqUKMHixYsBSLqYhHsjd44fP84vv/xCnz59AOjV\nqxcNGzakaNGiJCYmEhycPtaI3Reb+49XZJtv9d/iP84fR0f5d2wNVBbZ3T1fMZvNlPbyYmtUFNWU\nDmNLunSBuXNJcnBgzIQJLF21iuQBA6BJE1krLHLVtLJl6efhQSGPQmw3blc6jgCqbqlKwbcLEhMT\nQ1RUFIULF0av16PRaLgedp3S1Uuj0aQvb7l37x7Lli0jOjqaOnXq0LFjR+zt7Yk7HseVAVfwCfMh\nISGBixcvUqdOnaz7iImJ4fz585QrV47ChQtjjDVysvpJUm+lKvWwxUu4xjXGuY3jl3u/PLe8RihH\nJsT5jFqtpmvPniyfPZuZBjn+82+VLg1z5kCbNhw+fJj3unYl5tVX06fCHh5KpxP5kIdWS0xMDK72\nrmBUOo0AuDLoClWKVsGjlgcez/xcMBvM6E7oMJUw8Sj0Ec7VnSnmXYzx48dnvY/FaOHBqgdc/fgq\npngTd+ffpfjA4tSpU4eU2ylc6XuFV0a+gkczDypGVcSzsCfxYfFc/uiylGEbttppNWMmjJEybEVk\nQpwP3bx5E5+KFfk1JQUnpcNYK50ORo2CMWOIN5kYPX48K4KDSR46FBo0UDqdyMfWV65MhYcPafd6\nO4Lig5SOI55hX9QejbMGw0MDpgQTWEDjosGSasGcagbAo7kH7g3dSb6WjNZDy+MNj0m983yxda7p\njH1he54efoopPv0wJYeSDpiTzWhdtSRfT871xyayTySRfO7xOTfu3kAn151YDZkQ50OlS5em4Rtv\nsGL3bgbJ30O/17EjzJiBpWRJ1q1bx4Dhw0muWZOUpUvBTa7qFsry0GqJjY3FWe2sdBTxG4b7v3/W\nzRT3/OmgMbtiiNkV85cfJ+FMwu9elzkNTnuc9hIJhdIsWFjqtJQJkydIGbYyUojzqcGffsrgo0cZ\nmJCArIDN4OUF8+aBnx9hYWH07tyZK0+ekDhmDFSTFdfCOjhrNETFxeEkz+8IYXMOc5h4z3jZWcIK\nybZr+VTjxo0xe3iwR+kg1kCtho8+ggsXSH7rLYaNGkWDFi0Ir1ePxPnzpQwLq+Kq0RAfH4/OLNMl\nIWyJAQOL9IuYu2QuWq3MI62NFOJ8SqVSMWriRL52zudPu/r4wKlTsGwZhyMjKV+9OkvOnCF5yRIs\nbdqARg4+ENbFVaslLi4OvUkuxhHCloRoQqhWrxrNmzdXOor4A1KI87EPu3blor09J5UOogQ3N5g9\nG44d47anJ238/HjTz4/bnTuTNGGC7CssrFbmGmJ9mhRiIWxFFFF8b/89MxfMVDqK+BNSiPMxe3t7\nxnz+OROd8tlaxHbt4OJFTIMGMXv+fCrWqMEOZ2eSli+Hxo2VTifEn3LVaNBrNNy7fQ+PNNn2Twhb\nsUC3gL4D+1KuXDmlo4g/IYU4n+vdty8XdDqOKh0kN3h6wvffw6ZNhD96RKVatRi3YgWJ06dj7NED\n5LQgYeWKOzgAcOf6HTzxVDiNEOJFHOc4192uM3HyRKWjiL8ghTifc3BwYPyUKXyW16fE3brBpUuk\ntmvHyNGjeb1pU662aEHitGnph28IYQPcMy7EiXoShSuuCqcRQvydRBKZrZ/NopWLZJs1KyeFWNDj\no4+46erKbqWD5IRSpSA0FFau5NDly5SrVo2Fx4+nXzTXqpUcuyxsiqedHQDR0dG44KJwGiHE31ni\nsISW7Vvy5ptvKh1F/A3Z90NgZ2fHlFmzGNOzJycSE/PGX0kqFfTuDdOmEQeMGjSINRs2kDxwIDRs\nKEVY2KQCGYU4KiYKN+SQGCGs2UUuclx3nEvzLikdRbyAPNF9xMvz8/NDXbIk3ykdJDuUKAG7dsHi\nxfx88iRlK1dm9c2bJC9ZAo0aSRkWNkuvTv+RnZSahCOy5l0Ia2XAwDT9NKYFTsNddi2yCVKIBQBq\ntZqv589nnF5PqtJhXsYHH8DZs8TXqUPXXr1o27UrTz7+mJRPPgFXWXMpbJtTxr7YyanJUoiFsGJr\ntWup0qAKnTt3VjqKeEFSiEWWxo0bU7VePeaqbfDbwt0dgoNh7VoOX7zIa1WrsuHxY5KWLIG6dZVO\nJ0S20KvVWCwWUowpOOCgdBwhxB+IIIJt+m3MD5qPSp6RtBmyhlg85+t583jD25seycm2s6lTw4aw\nejWGIkUYO2YM85ctI3nIEGjQQOlkIht42tnRwdMTTzs7zicmsj06GqPFwisODhS0s+NsQgJmpUPm\nkkL29sTExOBs54zGIKcoCmFtEkkkQB/A8rXLKVGihNJxxD8ghVg8p0KFCnTu1o3xK1eyMCVF6Th/\nTaOBiRNh3DiuXLtGu7p1uaXXk7xwIRQooHQ68RvdChdmWIkS6DUatkZFsfjePYa/8goV9XoMZjP2\najX2KhUm0rcXOxkXx8n4eL4uWxbnZ47QPp+YyPnERN4rVAi1SsX5xETejIjgvsGg3IPLJR5aLVFR\nUbjbu0Pef7hC2JxFjoto2b4lrVu3VjqK+IdUFovFonQIYV1iYmKoWLo02+PiqKl0mD9TsiQEB2N5\n/XWCli1jqL8/Kd26YW7bVi6aszIOajXzX3uNnkWL/uuPsWPHDiIiIujQoUPWSU8pKSk8ePCA0qVL\ns/DePQZcuZJdka3WxsqV+c+9e7zb8F0Wxy1WOo4Q4hn72MfKIiuJiIzAVa5ZsTkyIRa/4+HhwaSA\nAIaMGsWBxESsrl526ABBQTxVq/nw3XfZGxFB0rRpUKaM0snEb2hUKkKrVqWphweJiYkMHDgQe3t7\nlixZAsD169fp3bs3Wq2WtLQ0DAYDWq2WxMREQkNDKVKkCIGBgUyZMgVvb2+mTJnC5cuXKVasGKNG\njeL+/fv88MMPvJpPNrx31mhITExEp8ofj1cIW/GIR8zVzeWnrT9JGbZRNnj1lMgNvfr0Ial4cYKV\nDvIse3sIDISNGzl+5Qrlq1dnl8lEYmCglGEr1dHTk6YeHty9exdfX19WrVpFUlJS1tsLFCjAvn37\nUKlUVKtWjfr16+Pt7U3v3r0pWLAgAJs2bWLChAmEhoby6quvsnfvXh48eMCSJUsYPnw4AKFRUYo8\nvtzmqtXy9OlT9OiVjiKEyGDBwhz9HAaPHEytWrWUjiP+JZkQiz+k0WiYt3IlHf77X1pYwwV2ZcrA\n999j8fEh4JtvmBQQQPLgwen7CgurVcoxfWuwn376CRcXF2rWrInhmbW+RqMRgNGjR9O0adM//BiN\nGzdm2rRpnDhxgsjISCpXrsy8efOoXr06vr6+xKSlseT+/Zx/MFbA086Oa9HRuJpkAiWEtdih2kF0\n4WjGThirdBTxEmRCLP5UvXr16NKrF4OUfjr67bchLIzosmV5s00bvli1iuTAQCnDNmBXTAxmi4WP\nPvqIgwcPUrBgQbTa//87/OHDhwCcOnWKFi1aULFiRTp27MiFCxey3ufTTz9l9OjRFCpUiN27d1Ou\nXDkWLFjAJ598gkqlYvH9+ySaTLn+2JTgptUSExOD3igTYiGswR3usFS3lO83f4+9vb3SccRLkEIs\n/tLkr7/mrKcn65W4c7UavvgCtmzh5NWrVKhRgwM6HYnTp0ORIkokEv9QREIC7z5TbqOiorKWQgDc\nz5jsfvrpp3h5edG1a1du3bpFkyZNSExMBNKfrejXrx/ffPMN9evXZ+XKlXh4eNCxY0cAitnb0zKf\n7CriqtEQHx+PLk3WEAuhNBMmpjlNY+KUiVStWlXpOOIlSSEWf0mn07Fi/XoG63Q8yM07LlQIfvoJ\ny9ixLFy0iEYtWvC4Vy8MgwalryUWNmPjkyfcytjCLyoqisKFC2e9LTo6GoAVK1awevVqxo4dy65d\nu4iPj2fjxo0AzLlzh4BbtwAwmUzMnDmTUaNGocnYiq1rkSJsr1aNPdWr46rJu3vzOmk02KvVPHn4\nBBeTi9JxhMj3QtQhOJV34uMhHysdRWQDWUMs/lbdunXpM3gwXQMD2ZmUlPN/RVWtCj/+SJKXFx91\n787WI0dInjUrfas1YZM8MpZJREdH4+XllfX6tm3bcvr0aby9vUkwmXDWaPDw8KBcuXJcydhGLcFk\nQpdxemJISAjx8fF0796dixcvEhQUhLOzM/369aNJsWIsKFeOLpcu5f4DzAWZezHHxcThhJPCaYTI\n3+5xj2CHYI5/dxy1LZ7uKn5HvorihUycMoXUChWYkdMTuPbt4cgR7mi11Kxfny2PHpE0d66UYRum\nV6txySjEqamp6PX/v/5Vp9Ph7e0NwJ6M9caQPknOXGtcwM6OfsWKYTabmTRpEiNGjCAhIQFfX1/u\n3bvH0aNHef3110lOTuYDL6+s8p3XOGb80k1JlGObhVCSCRMBTgGM+984XnvtNaXjiGwihVi8EK1W\ny6offiDA0ZHwnLgDlSp9vXBICMfOn6da7dpcr1+f5NGjQemL+sS/5qHVcvKZbYhcXFxISEjIejkm\nJoawsDAA2np6olap2L59O3fv3qVly5YA+Lq6pp9ut3Urt2/fpn///hw+fJhChQqxdu1aduzYwf37\n97lx4wZqlYriDnmzLGZOyZMSk7BHlg0JoZTvNd/jXtmd4SOHKx1FZKO8OUoROaJ06dLMmD+fTgMG\ncCIpiWxbxejoCCtWwPvvs2DhQkaOG0fyqFFQv3523YNQSNfChank5MSFCxdYtmwZaWlprFy5EovF\nwsCBA9m6dSu9evVi+vTp1K5dmxMnTjBu3DgaNWpEnTp1iDcaKZpRcGfMmEH//v1xcXGhdOnS3Llz\nh4ULF3L//n0KFixI2bJlMVksWeuV85rMQpyclCwTYiEUcpWrbNRt5PS607JUIo+RQiz+ka7durH/\np58Y8MMPrMmO4lG0KJZNm7D4+DB0xAiWhYSQPHs2lCjx8h9bKE6XscTmxo0bXLlyhQYNGgDw4EH6\nJZpdunTh1q1bfPbZZ8TGxuLk5ES3bt2YOnUqKpWKmXfu8Fnp0hiNRuLi4hg8eDAA1atXJzAwkKVL\nl1KgQAG2b9+Oo6Mj6x89Ii6PbsHmkPHLNzU1FTvsFE4jRP5jwECAUwAz58+kVKlSSscR2UxlsWQs\n2hPiBSUmJlKncmWG37pF75f59mnQANO6dSQ6OdGxUyeO3r9P0uefgxx7mWcUtbfnfO3aFLB7vsBd\nT06m7DNLYVJSUnj8+DGenp7oMl4f/PAh3S5fZkuVKrR6Zqs2AIPZjP1vpjORSUk0Cg/n4TMHf+Ql\nDd3c2F+zJm/UfIP24e2phZyIJURuWmC/gLRmafyw9QdUKpXScUQ2kwmx+MecnJz4YccO3qhVi/pJ\nSVT+Nx9kyBDM06Zx7cYNWjRuzIMKFUgNCAA7mXzlJfcNBhqGh/Nx8eKUcHDIumjhwNOnXElK4r7B\nwMTSpWnu4cE1Z2de0ek4EBvL7Dt32PjkCQBdL19mzquv4uPiwsn4eIZfu0ZBOzuGlShBZFISPi4u\nnE9MZM7du3n6gI7MPwBSDamyhliIXBZOOAf0Bzi/6ryU4TxKJsTiX1uxbBkBgwcTlpTEC1/25uiI\nJSgIVefOhISE0LV3b5I++gjL22/nZFRh5XRqNTq1GoPFQkIeLrUvo2WBAmyvVo1aFWrRM7Inlf/d\nn6JCiH8oiST66vuyeP1iWrdurXQckUNkRbj413r07Em1//6XsS96UEaxYpgOHMD8/vuM8Pfnw0GD\nSJwyRcqwINlsJtpolDL8IiygQiZUQuSWxQ6Lad6uuZThPE6WTIiXMn/FCmpXroz3o0d0/asnG2rX\nxrhxI0murrR/+22OP3pE0oIF4OaWe2GFyAukCwuRa8II46TTSS4uuKh0FJHDZEIsXkrBggXZ8vPP\njNTrOfRn79SzJ+aDB7llMFCzfn2OODiQFBAgZViIf8mCrHQTIqclk8xM/UwWrVyEm/y+yvOkEIuX\nVrlyZVb/8APv6XTcefYNKhWWzz+HoCB+2ruXGnXrcrNZM1KHDoU8epqYEDnFlPEMjEajwYxZ4TRC\n5H3LHJbh28KXt2VZX74ghVhkixYtWjBs3DjednIiAcDeHsPq1agmTmRpUBAdu3Yl/rPPMHfokH4q\nnRDiH0nLKMR2WjuMGBVOI0TedprTHHE6wvyl85WOInKJjOlEtvlk7FiuX7nCzsqVecffH63ZzAh/\nfxZ9/z3J06dDyZJKRxTCZmUVYnspxELkpEQSmaGfQdC3QRQoUEDpOCKXSCEW2UalUjF/2TJUKhVx\ncXF80L07+3/5haQ5c2S9sBAvyZhRiLVaLSZkNw4hcsp8x/m07NiSli1bKh1F5CJZMiGylUajISAg\nADc3N/aYTCR9/bWUYSGyQZo5fd2wnZ1MiIXIKUc4wgW3C8yaP0vpKCKXSSEW2W7w4MEApFapAi+6\nR7EQ4i8ZMibE9g72UoiFyAFPecoc/RxWfLcCFxcXpeOIXCaFWGQ7Z2dnwsLC0C1eDNHRSscRIk9I\nyji0xNnFmRRSFE4jRN4zVzeX97u/T+PGjZWOIhQghVjkiJo1azKgVy/0s2eDnA4uxEvLPMXP2d2Z\nZJIVTiNE3rKPfdwseJOvpn+ldBShECnEIsd8OWkSRZ48gV27lI4ihM3LLMQu7i4yIRYiG0UTzTzd\nPL7d8C06nU7pOEIhUohFjnFwcGD96tXoFi2CR4+UjiOETUsymzFbLLi4uciEWIhsYsHCTP1Meg3q\nRd26dZWOIxQkhVjkKG9vb8YMH47T11+DWU7XEuJlpJjN6HQ60uzSlI4iRJ6wk508Lf6USVMmKR1F\nKEwKschx4z79lLIaDerNm5WOIoRNS84oxAa1QekoQti8BzxgqW4pK75bgb3siJTvSSEWOU6j0bB+\n9Woc16yBGzeUjiOEzUoymdDpdKRqU5WOIoRNM2JkitMUxkwcg7e3t9JxhBWQQixyRbly5ZgVEID+\nq68gRS4IEuLfSDKbcXJyIlUthViIl7HKbhXFfYoz0n+k0lGElZBCLHJN7169aFajBg6LFysdRQib\nFGc04u7uToI6QekoQtisi1xku+N2Vn6/EpVKpXQcYSWkEItco1KpWLFoEe5hYbBnj9JxhLA50ZmF\nGCnEQvwbCSTwpf5LFq9cTOHChZWOI6yIFGKRqzw8PNgeEoJu3jz49Vel4whhU7ImxGYpxEL8Gwt0\nC2jp15IOHTooHUVYGSnEItfVrFmT2QEB6CdPhmTZT1WIFxVlNOLh4UFcWpzSUYSwOYc4xEW3i8ya\nN0vpKMIKSSEWiujdqxet69ZFN2eOHO0sxAvKmhCnJWBB/t0I8aKe8ITZutms2bAGZ2dnpeMIKySF\nWChCpVKxcskSivz6K6pt25SOI4RNeGo04ujoiAULacjhHEK8CDNmpuunM2D4AHx9fZWOI6yUFGKh\nGL1ez7aNG9EvXw6XLysdRwirl2AyAaB30MvxzUK8oBB1COZXzUz4fILSUYQVk0IsFFWhQgXWLF2K\nftIkiI1VOo4QVi3aaASggEsBnvJU4TRCWL/rXCfYMZg1G9ZgZ2endBxhxaQQC8W1b9+e/l27op8y\nBTImYEKI37uXmn4gR9EiRXnCE4XTCGHdEkhgkn4SsxbM4rXXXlM6jrByUoiFVfj6yy+p6eaG/YIF\ncpGdEH/irsEAQLESxYgiSuE0QlgvEyam6qfS+oPWdO3WVek4wgZIIRZWQaPRsHXDBkpcuoR27Vql\n4whhlaLT0i+kK+hVkHjiFU4jhPVaarcUbRUtcxbOUTqKsBFSiIXVcHd35+CuXRT86SfUW7YoHUcI\nq/M0cw1x4QIkkqhwGiGs0252c9zzOBu3bZR1w+KFSSEWVqVYsWIc/vln3IKD5XhnIX7DYLGQkJpK\nQc+CxNvJhFiI34okkgX6BYRsD6FgwYJKxxE2RAqxsDply5Zl/08/4bpwIRw5onQcIaxKTEoK7u7u\nJNrLhFiIZz3gAZ/pPiPo2yCqV6+udBxhY7RKBxDij1StWpXdoaE0adWKRHt78PFROpIQViHeaMTV\n1ZVkjexDLESmBBIYrx/P6M9H0759e6XjCBskE2JhtWrXrs2OTZtw+uorOHNG6ThCWIV4kwlnZ2eS\nVVKIhQAwYmSSfhIturRg+KjhSscRNkoKsbBqDRo0YMv69ei/+AIuXlQ6jhCKSyL9lMdUUpWOIoTi\nLFiY4zAHz3qezFkwB5VKpXQkYaOkEAur16RJEzasWYPus8/gyhWl4wihqCSVCicnJ1JIUTqKEIpb\nq13LzZI3+X7T92g0GqXjCBsmhVjYhFatWhG8dCm6sWOlFIt8LdZsxsPDg3iT7DIh8ret6q3s8NjB\njn07cHFxUTqOsHFSiIXNaN++Pd8uWZJeiiMjlY4jhCKepKXh6elJjCFG6ShCKGanaifBbsHsObKH\nYsWKKR1H5AFSiIVN6dChA2uDgtCNGyelWORLj9PScHV1JdWYShppSscRItftVu1mudty9hzZw6uv\nvqp0HJFHSCEWNqddu3YEL12KfuxYOHlS6ThC5KqYtDRUKhWuelc5vlnkO7tVu1nqupSfD/1MhQoV\nlI4j8hApxMImtW/fnp2bN+Py9deofvpJ6ThC5JpksxkAR3tHDBgUTiNE7skqw4d/pnLlykrHEXmM\nFGJhsxo0aMDRffvwCg7GPigILBalIwmR44wZ3+dajRYTJoXTCJE7tqm2EeQeJGVY5BgpxMKmVa5c\nmfOnTlHhyhV0kyZBshxWIPK2tIxCbKe1w4hR4TRC5LwQdQjBBYLZf2y/lGGRY6QQC5vn6enJiQMH\naFeyJE7DhsHdu0pHEiLHGDKWTNjb2ctFdSJPs2Bhud1yQouGcujUIcqVK6d0JJGHSSEWeYKDgwPB\nK1bwxaBB6IYOlaOeRZ6VOSHWamXJhMi7TJiY5TCLs2XPcvTMUUqXLq10JJHHSSEWeYZKpWLYkCGE\nrl+Py5dfog4JkXXFIs/J/I5WqVRYkO9vkfckk8xE/UQSfBI4cOIAhQoVUjqSyAekEIs8p0mTJpw5\ndoxSu3bhMHcumGSKJvKOzAqsVqulEIs85xGPGK4fzqttX2XHXjmBTuQeKcQiTypbtixnjh6ldlwc\n+s8+k4vtRJ5hyXjWQ6VSKZxEiOx1jnMM0g2i14ReLA9ejp2dndKRRD4ihVjkWW5ubuzZvp2OFSrg\nNHw4PH6sdCQhhBB/IFQVyv+c/8eakDV8MuYT+YNP5DopxCJPs7PEF0ooAAAgAElEQVSzY9XSpYz9\n6CN0AwdCWJjSkYR4KZlFwSLr40UekEwy3zh+w4+v/Mihk4do0aKF0pFEPiWFWOR5KpWKsaNH8+Pa\ntbgFBGC3apWsKxY2K3NuZjabUSFTNGG77nKXwfrBFGxbkNMXTstRzEJRUohFvtGsWTMuhYdT49o1\n9OPGwdOnSkcS4h/TZEyITWYTavkRLmzUYQ4zVDeU4QHDWfX9KpydnZWO9K8lJiYqHUFkA/lpKvKV\nokWLcmTPHno3aIB+4EC4dk3pSEL8I9rMQmw0oUGjcBoh/hkTJhbaL2RRoUVs+XkLgz4epHQkAG7e\nvMns2bOZPHkywcHBREdHv9Dtnj59iru7O6dOncrhhCKnSSEW+Y5Wq2X2tGkETZ+OfvRoVDt3Kh1J\niBdml1GIDWkG7JCr8IXtuMc9RjqN5LHPY8Ivh1O/fn2lI2EwGPD396d8+fKMHj2aGTNm0KVLFwoX\nLszs2bOfe99ffvmFwYMHP7d+38nJCbPZzPXr13M7ushmUohFvvXBBx9wfP9+iq9fj+PMmWAwKB1J\niL9ln1mIjQa0aBVOI8Tfs2AhVBXKx7qP+XDCh+w6uIsCBQooHQuAvn37Mnv2bCZMmEBMTAwxMTE8\nevSITp06MWzYMG7evJn1vpcuXSIwMJAHDx5kvU6j0WCxWGRXjDxACrHI16pUqcLFM2dorFKlb832\n8KHSkYT4Sw7q9B/bBoNMiIX1iyOOKbopbCuzjQMnDjBq9CjUauuoHjt37mTlypUsXLiQ8ePHo9Pp\nAChUqBALFy7EycmJ9evXk5CQQHBwMOHh4QBs3bqV1atXExsbi9FoxGKxoNfrMZvNXL58mcd/sMWn\nwWBg7969HDx48Lk1x8nJydy/fx+Ae/fusWHDBu7du/fc20NCQujevTteXl78/PPPOfkpydes47tS\nCAW5uLiwLSSEcd27oxs8GCIilI4kxJ+yzygTaaY0mRALq3aOc/TX96dit4qcOn+KKlWqKB3pOcuW\nLcPb25sePXr87m16vZ6yZcty9epVIiIi6NatG+PGjQPSp8rdunVj7969Wcsn7t+/j4+PDxUrVqRI\nkSKEhoZmfaxjx45Rvnx5mjdvTsOGDSlevDhhGVuALlu2jA4dOtCvXz9KlSrF+++/z0cffQRAWFgY\npUqVomPHjly+fBmTycSxY8dy+LOSf0khFoL0rdk+9fdn05o1uHzxBeoff1Q6khB/KHPJRJoxTSbE\nwiqZMfOt9lsmu05m8feLmbtwbtb01VqkpqYSGhrKe++996fLHcxmM/b29vj6+pKcnMyuXbuA9KJq\nMpno0KFDViEeMmQIzs7O7Nmzh7p167JmzRoAjEYjXbp0oUmTJsTHxxMdHU2xYsUIDg4GIC4ujuPH\njxMeHs7x48cJCAjg9u3bAIwYMQIvLy8iIyM5fvw4s2bNolmzZjn9qcm3ZLwgxDPefPNNwo4epelb\nb/Hwl19IHTAA7O2VjiVElqwlE0ZZMiGsTwwxfK3/GlV5FWE/hlGiRAmlI/2hu3fvkpiYSK1atf7w\n7TExMVy8eJFhw4YB6Yc8FStWDEhfN5y57COzEBctWpTt27fj5OTEG2+8wcmTJwHYtWsXUVFRzJw5\nkx9++IHPP/+chIQEevbsmXV7d3d3QkND8fT0RK1W4+bmBqQX8tjYWGbMmEHbtm3p0qWL1Sw3yYvk\nMyvEb7z66qucPXGC/wJOgwfDrVtKRxIii71KhcViwWCSi+qEdTnLWQbqBtJoQCP2H99vtWUYwD5j\n0BEXF/eHbw8JCcFsNvPWW29lvS5zyp2SkpL1usxCPHbsWJycnID0qXB8fDwAkZGRuLi4ULNmTYYN\nG0aPHj2IjIykUqVKWR/jtddew9PTE4AaNWrQp08fAFavXs27777L0aNHeeutt3j33XflhMocJIVY\niD/g5uZG6MaNfD1sGLrhwyHjqTIhlKbXaEhJScFOYyf7EAurYMHCWs1avnD9gqANQXw17Svs7Kz7\n2YvixYvj4+NDYGAgpt+cXPrgwQPGjx9Phw4dKFKkSNbr/6gQZ9722fdzdnbOurDObDYTHR3N0KFD\n+fXXXxk/fjxubm7cvXs367Z/VnJLlSrFzJkziYiIYP369WzcuJETJ05kw6MXf0QKsRB/QqVSMXDA\nAI7t3UuJ77/HccYMSE1VOpbI5/RqNUlJSei01rUmU+RPT3nK57rPOV3hNKfPn6Z169ZKR3ohKpWK\nyZMns3//fpo0acLmzZs5d+4cy5cvp0aNGqhUKgIDA5+7TeZyhWcLcXJyMpB+EV6mUqVKcffuXdLS\n0vDz88NgMHDv3j3u3r3LjRs3WLRoERUrVswqt39UiI8cOUKnTp04ePAgV69eJTY2FoCkpKTs/USI\nLFKIhfgb1apV4+KZM7zp6IjTkCFw967SkUQ+5q7VEhcXh7PWdo+6FXnDMY7RV9eXWr1qcfj0YV55\n5RWlI/0jLVu2JDQ0lISEBNq3b0+1atXo2bMnzZs35/jx41lrhjP90TQ4JSWFQoUKPbcEombNmhiN\nRm7dukXJkiXZsGED69evp3z58pQtW5YvvviCyZMnU79+fezs7P5wmu7l5cWpU6do2LAh5cqVo0+f\nPnTu3JnGjRvnzCdDoLLIghQhXojFYmHuvHmMmTiR5OHDoUEDpSOJfGhHtWq4X71Krxa9CHwa+Pc3\nECKbJZDAQseFnHU5y6p1q/JESbt+/Tp3796lZMmSlC5d+k/fLywsDG9v77/9eCdOnKB27dpZO1hY\nLBYeP36MwWCgWLFiWdPmzINAypcv/7uPYTabuXTpErGxsZQpU+Z3BV1kLynEQvxDx48f56133iG+\ncWMMH30EGlnHKXLPUW9vYo8c4fMPPuerp18pHUfkM+c4x1f6r2jl14qZgTNxcXFROpIQ2UKWTAjx\nD9WtW5dLZ85Q4/Zt9BMmQEKC0pFEPuKm0RAXF4ferP/7dxYim5gwsVq7msmuk1n43UKWrlwqZVjk\nKVKIhfgXChUqxKHdu+lcsyZ62ZpN5CJXrZanT5/iZHJSOorIJx7zGH+9P9e8r3Hm4hnatGmjdCQh\nsp0UYiH+JTs7O5bMm8fMsWPTt2Y7dEjpSCIfcNJoSExMxMHkoHQUkQ+c4ASDdINoO7Ite47soXjx\n4kpHEiJHyK7uQrykvn36UK1qVd728yP+/HkMvXqBle/BKWyTnUqFu1ZL1JMonFNllwmRc0yYWGm3\nkt3Ou9mwaQMNGzZUOpIQOUomxEJkg3r16hEZEUHDhAT0w4bJ1mwiRxRzSJ8K3752G088FU4j8qqH\nPMRf78+vNX8l/HK4lGGRL0ghFiKbFCxYkJ+2bOGLvn3RDRmCats2kE1cRDYqmVGIf73xK154KZxG\n5EV72ctA3UD8PvVjz5E9eHnJ95nIH2TJhBDZSKVSMXzoUN5s1ox277/P3YgIUoYNA52cKiZenmfG\nUpxHjx9RgAIKpxF5SRJJBDoGcrnAZXZu3omPj4/SkYTIVTIhFiIHVK5cmbMnTtCucGH0AwbA1atK\nRxJ5gJs2fYYRFx+HE7LLhMgel7hEf31/ivoV5WzkWSnDIl+SQixEDtHr9Xy3ahVLvvwSp08/RbV1\nq9KRhI1zyTgEJiE5AT2yD7F4OWbMfKf5jgnOE5ixcgZBq4NwdpaLNUX+JEsmhMhhnTt3xtvbm5bt\n2/Pw0iVSPv5YllCIf6WwvT0Gg4HElESckeIi/r3HPCZAH4B9eXtOh5ymVKlSSkcSQlEyIRYiF1So\nUIHzp07xtrs7+o8/htu3lY4kbFABrZbo6Ghc7F3QIEeGi3/nKEcZqBtI21FtOXjyoJRhIZAJsRC5\nxtnZmfXffsv8BQsYNWwYyR9/DE2aKB1L2BC9RkNSUhKOGkelowgblEoqQfZBHHU9SkhICA0aNFA6\nkhBWQybEQuSygQMGcGDnTop/+y26qVPh6VOlIwkb4aLRkJCQgF4j64fFPxNBBH31fTE1NxERGSFl\nWIjfkEIshAJ8fHy4cvYs3cqVQ9e3L5w8qXQkYQMK2dnx5MkT3FRuSkcRNsKAgcX2i5nqPpU5wXP4\nYesPFCggW/YJ8VtSiIVQiF6vZ+HcuWwJDsZzzhwcZ8+G5GSlYwkr5plZiM1SiMXfu81thjgNIbFJ\nIueunKNdu3ZKRxLCakkhFkJhTZs25dr587RxckLfpw9cuKB0JGGlnDUa4uPj0ZlllxLx1/awh6G6\noQz+ajCbtm+iUKFCSkcSwqrJRXVCWAE3NzfWrVnDpk2b6NanD8lvv42xc2fIOJlMCEgvxImJiTiY\nHJSOIqzUU54yTzePGwVusGvzLmrVqqV0JCFsgkyIhbAi7du351J4OL737+M0eDDcuKF0JGFF9JmF\nOE0Ksfi9/eynj64PFXtU5OyVs1KGhfgHZEIshJUpXrw4e7dvZ2lQECP8/Ulp2xZjp04yLc7nVICD\nWk1ycjJ2JvleEP8vcyr8S8Ff2Lh2o+wgIcS/IBNiIayQSqWiT+/eXI6I4PW7d3EaOBAiI5WOJRTk\nqE7/cZ2UkIQDMiEWYMHCPvbRR9eHCt0ryHZqQrwEmRALYcWKFy/Ovh07WLNmDR+PHElKo0YYuncH\nZzm2N79x0aSfTBcfE48Ouaguv7vJTQKdAknySmLjKpkKC/GyZEIshJVTqVR07dqVG5cu8b6rK7qe\nPSE0FEwmpaOJXOSUUYgTniZIIc7HDBhYpV3FSKeRdP+yO2evnJUyLEQ2kEIshI0oWLAgq4KC2B8a\nSo3Dh9OXUZw4ARaL0tFELshcMpGclIw99gqnEbnNgoUDHKCnvidPmjwh4nIEg4cMRquVJ3qFyA7y\nL0kIG1O7dm3CDh8mJCSEIf7+xP7wA4l9+sCrryodTeSgzEKckpwihTifecADAvWBPCn0hBVLV9Cs\nWTOlIwmR58iEWAgbpFKp6NixI79cusTUrl1xHTsW3Zdfwt27SkcTOcROpQIgLS0Nrcwy8oVkklmp\nXckA3QBa+Lfg7JWzUoaFyCFSiIWwYXZ2dgz++GPuXL/OJ76+6AcPxnH6dLh/X+loIpvZZUyI0wxS\niPM6I0ZCCaWHrgeJrROJuBzBhIkTsLeXZwaEyClSiIXIA1xcXPjfxIncvnaNodWqoR84EMdp02Ri\nnIc8OyHWoFE4jcgJBgxsVm2mh74HJ2qfYMu+LazbvI6SJUsqHU2IPE8KsRB5SIECBfhqyhTu3LjB\n8Jo1cRo8GN3UqfDLL0pHEy8pqxAbZUKc1ySQQLAmmC66LkQ2jmT97vXsP7GfOnXqKB1NiHxDCrEQ\neZCHhwdfTp7MvZs3Gde4Ma6jR+M0YQKcPg1ms9LxxL+gySjEJpNJJsR5xAMesMB+AR86fkh823j2\nHN/Dtj3bqF+/vtLRhMh3pBALkYe5uroy7tNPefDrrwR06kSZ5ctx6toV7dKlcOeO0vHEP6DK/B/Z\nZc+mWbBwkYt8of+CAfoBFO9XnLORZ1m7cS1Vq1ZVOp4Q+ZY87yZEPqDT6Rg0cCCDBg4kIiKCZatW\nsXzYMChThvjGjaFhQ3BxUTqmeAEWacQ2yYSJAxwgxDmEp/qnDPUfSkjfEFzk350QVkFlsciu/kLk\nR6mpqWzZsoUla9awf88eNHXrktSyJVSvDrLZv9VpVaAA26pVw7u8N72v9KYSlZSOJF7ALW6xS7uL\n3fa7KfNaGUZ9Nop27dqh0ciyFyGsifzWEyKfcnBwwM/PDz8/P2JiYli9ejXzV67k1y+/xNysGYbm\nzeWwDyuSOblQqVQyJbZyD3jAAdUB9jrvJUYTQ+eundnRawfVq1dXOpoQ4k/IhFgI8ZyrV6+ybMUK\nlqxcicHVlfiWLaFpU3ByUjpavtbcw4OfqlenTuU6dL3YlarIelNrcpe7HFYd5qjLUX41/Ur7du35\nsNeHNGrUSKbBQtgAKcRCiD9kMpnYtWsXsxYtYt+ePdjVqkVC9erpSypKlQKV6u8/iMg2TT082F29\nOvWq1qPT+U5UR6aNSrvHPfar93PI6RCPeETb9m1554N3aNasmRyiIYSNkSUTQog/pNFoaNmyJS1b\ntuTx48ds27aNbT//zJ4JE0gyGDDXrUtKnTpQuzY4OCgdN88zZcwuNBoNZmTrPKXc5jaHVYfZ77yf\nKFUUbdu1ZW6PuTRs2BCtrL0XwmbJhFgI8Y9YLBauXbvGli1bWLt5M+fOnEFbuzaJr78O9erJ0ooc\n8rqrK4e9vWlSuwmtTrWiDnJoQ25IIYUznOGE4wlOak5itDPSpl0bPuj6AY0bN5blEELkEVKIhRAv\n5fHjx/z444+sWr+eY4cP41CtGvG+vtCgAbi6Kh0vz6jp7EyYjw+tG7Xm9QOv04AGSkfKsx7zmEMc\n4rjLcc6nnqdG5Rq0/aAtb7/9NhUrVkQly4WEyHOkEAshsk1cXBzbtm1j2dq1HNizB/sqVYhv1Ajq\n1gUPD6Xj2bTyej2X69TBr7UfFbdXpClNlY6UZ1iwcJ3rHNQc5Ij+CE9MT3ir9Vt07NSRZs2a4Sp/\n2AmR50khFkLkiMTEREJDQ1kaHMyhffvQFi5Mirc3aTVqpF+Y5+iodESbUtzBgTv169OzS088gj1o\nQxulI9m0OOI4zWnOOJ7hjOYMKr2Kdzu9i98HftSpU0eWQgiRz0ghFkLkOKPRyMmTJ9m+cyc/7trF\npYgIHCtVIr5mTSx160KZMrJrxd9w1miIf+MNhg8ZTvLcZD7gA6Uj2RQDBs5xjjOaM4Q7hfNr6q/4\n1vGlZceW/Pe//6Vq1aqyFEKIfEwKschxR44cwc3NjcqVK2e97tatW5hMJsqUKfOXt3306BHe3t4c\nO3aMEiVKvPB9xsbG8s033xAZGUndunXp2bMnBQsWfKHbVq9enenTp9OsWTOio6OpXr06Bw8epHTp\n0i98/+KvxcfHs2/fPn7cvp3NW7eSZDJhrF+f1Pr15aS8P6FRqTA2asS4seO4N/Ue3emudCSr95CH\nHOMYJ11OEpEaQcXXKvJmmzdp3rI59evXl63RhBBZpBCLHNe4cWPKly/PokWLALhz5w716tWjbdu2\nzJ8//y9ve/HiRSpXrkx4ePgLn/L05MkTfH19efDgATVq1ODkyZPodDoiIyPx9PT829vb2dkRFBRE\nt27duHr1KuXKlePkyZP4+Pi80P2Lf8ZisXDhwgU2bd7Mtxs38sv16+nHSL/+OtSpAzqd0hGtRmrD\nhsz4+mvOjj9LX1NfpeNYHSNGLnGJU5pTHNMf44nlCS3fbEmbd9vQokULPGQduxDiT8gYRuS4tLS0\nrElMfHw8b7/9NkajkbFjx/7tbY1GI8AL7+9pNpvp2LEj8fHxhIeHU6ZMGR49esS6detwcXH529tb\nLBaMRmPW/f3T+xf/nEqlokqVKlSpUoXx48Zx7949Nm/ezIr164mYNg27mjVJ8PEBHx8oVkzpuIqK\nNRpxc3MjyT4JkpVOozwLFm5zm+McJ8I1goiUCMq8UoYWbVuw7J1l1KtXT9YCCyFeiPyWFznOaDTi\n4uJCWloa7733HpGRkezdu5cSJUpgMBiws7P73dq91NRUHBwcSEtLA9Knts9KTk4mLi4OT0/P537h\nfffddxw8eJA9e/ZkLcfw8vLi448//l0us9nMkydP8PDwyPr4JpPpufv7s/s3m80YDAYcn7kwLCUl\nBQcHh6zHYjKZsrJZLJbn/jDI/NixsbF4enqiUqkwm82Yzebfle/Mz0V+UaxYMQYMGMCAAQOIjo5m\n+/bt/BAays/DhmFycMBUsyYp3t7pBdnZWem4uSrGaMTDw4MEbYLSURSTRBKnOEWYYxgnNSfBAVq2\nasmw9sNo3LjxCz0LJIQQv6VWOoDI+wwGA3q9nu7du7N79242bNhAvXr1AGjYsCH/+9//nnv/gwcP\n4ubmxuPHj383oTWbzUycOBFPT0+KFClC4cKFWbNmTdZtp06dSocOHWjSpMlfZlq5ciXlypWjcOHC\neHp6MnPmTOD3E+HfvmyxWJg+fTpeXl7odDo6depEYmIiAM2aNSMgIACACxcu4OHhwc2bNwGYNm0a\nTZumb5OVlpbGhAkTKFKkCF5eXpQuXZqdO3cyZswY3nzzTZ5dxRQTE0OJEiX48ccfX/jznZcUKFCA\nLl26sDE4mNiHDzm6bRtfNmmC75Ej2H/wAa7Dh6P+9lu4ehXyweqvhwYDhQsXJlodrXSUXPWIR4QQ\nwqeun/K+/fvsq7uPBpMbsOvELu48uUPQmiD8/PykDAsh/jUpxCLHpaamMmvWLNatW0dwcDBvvfVW\n1ttat27N1KlTiYyMzHrd2LFjqVq1Kp6enlkT28xJ68KFC5k9ezYrVqzgwoULdO7cmU8++QRIX298\n/vx5PvzwQyB9QhsZGcmGDRtYsGABCxcuxGAwsHTpUnr06ME777zD+fPnadq0KatXr866zbP399uX\n586di7+/Pz169GDu3Lls2LAhq0xrtVoiIiIAWLNmDfHx8fz8888A7N69O2ti3b9/f2bOnMmUKVO4\nePEiWq2WLVu28NZbb7F3796sLADTp08nMTGR+vXrZ88Xw4apVCqqVq3K8OHDOfTTT8Q+fsy6r76i\nt4MDRaZORffBBzjOmAGHDoHBoHTcHBGdOSG25O0JcRRR7GEPcxzm0MelD/2c+vHknSeMWjaKu4/v\nsufYHkaNGkWlSpVkZwghRLaQJRMix6WmphIVFUW7du3w8/N77m0jR45k3rx5+Pv7s3nzZg4fPsyh\nQ4dYt24dKpUqa0KbuWRg+vTpTJ48mebNmzNr1iyWLVuWVYBPnDiBvb09rVu3ZsKECcycOTNrepv5\nMVq1asXkyZPp379/1jRXq9VmldXf3t+zL1ssFgICAhg4cCDTpk0D4Pz582zatInx48dTvnx5Ll26\nBMDmzZvR6/WcO3cOo9HIkSNHCAwM5ObNmyxfvpyVK1fStWvXrM9PmTJlaNSoEa1bt8bf3593330X\no9FIYGAgPXv2pFChQtn8VbF9Op2OFi1a0KJFCxYBV65cYevWrazZuJELX32FY9WqxNeogcXHB/7z\nnzyxrVtcxhriBFPeKsQppHCa00TYRxDuEM4j0yN86/jS5K0mjGk4hlq1aslaYCFEjpJCLHKcwWCg\nQoUKbN68mdGjRxMQEJA11XFycmLs2LEMGzaM8PBw5syZQ9myZenYsSOQvlYY0gtpfHw8N27cIDw8\nnHHjxlGiRAmWLFnC+++/D8Dt27fx8vLC0dGRO3fu0Lt3bzp06EC5cuXw8fHB19eXpKQkbt26RefO\nnbPyPbuu99n7++3LT5484d69e7Rp8/8HItStW5fQ0FAAypcvz/bt24mMjOTGjRt88sknHDt2jLNn\nz5KQkECzZs3YsWMHarWa995777n712XspDB58mRq1arF0qVLUavVxMfHM3LkyGz8auRd5cqVY8SI\nEYwYMYKYmBj27dvHlp07CZ00iQSDAby9SapRI33tsY3uNvDQYKBIkSJEpURhwYIK2yz5Jkxc5CLh\n6nAinCO4nHIZ76retGjfghHNRuDj4yMXsgohcpX8xBE5LjU1lYEDB6LRaBg9ejTx8fEEBgZmTXz6\n9evHtGnTGDp0KIcPH37ubUlJSQA4OjoSExMDwLlz51i1ahVt27ZFrVZjsViwWCw4ODiQkJCAxWJh\n+fLlWfcfFBTEvXv3GDJkSFbRffZiuEKFCnHnzp3f3d9vX878/2fX+D569IhiGTsfVKpUiTt37rBq\n1Srat2+Pr68vQUFB7Nu3j+rVq1O8eHEcHBxQq9XPXaRXqFAhUlNTAfD29uadd94hICAAZ2dn3nvv\nvb/dq1n8noeHBx06dKBDhw5YLBYuX77M/v372RAayuHAQOwKFiStenVSatWCGjVs5uK8h2lp6HQ6\nHOwcSDQl4oxt5LZg4R73CCeccOdwwoxhFClShBZtWjC51WQaNGjwQrvACCFETpFCLHJc5rIDf39/\n1Go1n3zyCbdv32bBggW88sorODo6MmHCBPr160ehQoXo3v3/DxzInNDa29tTtGhRqlevTrly5WjU\nqBFqtZoHDx7g7++Pq6sr3bt3Z/To0QQHB9O5c2dSU1NZtWoVQ4YMwc/PjwYNGmAwGHB3d2fDhg3U\nrl0bo9HIgwcPCAsLw2KxPHd/z96/g4MDrq6ueHt7M2PGDHx9fbl9+zZz5sxh0KBBAFn7FC9YsIA1\na9ZQrVo17t+/z7fffpu1brpq1aqkpaWxZcsW2rVrR0xMDAkJCYSFhWU95kmTJlGlShUsFgtr167N\nyS9NvqBSqahYsSIVK1akf//+GI1Gzp07x88//8z60FDCp07FsVQpDOXLk1KlClSpAl5eVrnE4mHG\n2mhPN0+iU6KtthDHEcd1rnNBdYFrztc4l3YOB50DDd9oSOf2nQlqGkTJkiWVjimEEFnkYA6R49zd\n3RkzZgxjxowBYNOmTQwaNIjo6Giio6PR6XRER0dTsGBBJk2axIQJE7JuGxwcTL9+/YiPjwfS1wl3\n6tSJmzdv4uHhQVRUFJUrV2bDhg2UL18ePz8/Nm7ciF6vJyUlBbPZTKdOnViyZAlOTk4AzJkzh2HD\nhvGf//yH2NhY3NzcuHHjBgcPHsTDw4MqVapw/fp1/vOf/7B+/Xq6detGUlISKpWK/fv3065dO+Lj\n4zGbzdStW5fdu3fjnDFhbNCgAdeuXePOnTtotVq8vb0JDw/n/PnzVKpUCYDOnTuzbt06XnvtNW7d\nukXRokW5f/8+9+/fx9XVFUg/La9QoULs3r07175O+VVqaiqnT5/m2LFjhO7dy6njxzGkpeFQrhzJ\nJUtieOUVKFky/T8PD0WLcssCBdherRq1KtSiZ2RPKlP572+Uw6KJ5hrXuKK6wjXna1w1XyXOGEel\nVyvxepPXqetbF19fX1555RWlowohxJ+SQixy3IgRI2jVqhXNmzfPel18fDxhYWE0atQIgHnz5jFq\n1Chu37793NZJiYmJREZG4u3tnfW6tLQ0Tp8+/X/t3U1rVC1U0YkAAAT+SURBVFkCx+F/5VYqGl8I\n1iQpIoqjLhqdZFFpWkbHFnpnCzazdOfSrV/Az+LGnm8QFyLoiLiS6PjG4KCxp9VgtDHGriRjyjsL\nmwzdDAwz3UO6+zxPcaCKqss9FBT8uJx7KvPz89m7d28mJyfX1yTXdZ3r16/n2rVrGR4ezsmTJ//t\nkoO5ublcvXo1u3fvzrFjxzIzM5Nut5tOp5MbN27k8OHDaTQa6fV6efDgQaanp9ePffbsWS5fvpyR\nkZGcOHEiAwP/2qxldnY2vV4vR44cWX99+/btnD59ev0zdV3n5s2buXv3brrdbg4ePJgLFy7k1KlT\nGRwczJ07dzI1NZWZmZkcP378R377/C+eP3+eW7du5d69e5m9fz9/uX8/cw8fZmV5OcM7dyadTlbG\nx/OPsbFkfDwZHU3a7WTHjuQHe1b/lI5u354/d7v5tPtpvpj9ItOZ/s8H/Qh16nybb/MiL7KQhbzI\nizyvnufl5pdZqBby1epX6Q/0M/XRVD7+w8f55PefZHp6Ovv27fve7wLg504Qs+Hqus6BAwdy6NCh\nnD9/fqOns+HOnDmTS5cu5eHDh6LiZ+bNmzd59OhR5ubm8vjx4/z10aP87cmT/P3rr7MwP583L19m\ncNu2tNrtNLZtSzZtSt1q5f13o1HXqRuN1FWVutFI4/37749+/8P7zWYGVlczsLiYvH2bfq+Xd4uL\n+ePnn+dPX36Zqqqyqd6UzzZ/luF3w2mttTJUD6WZZqpUaaSRzdmcKlUGM5g6dapUWfvuUadOP/31\n56tZzVK1lKWhpSw1l/K68Trf9L/JwspCmlUzE7+ZyM6dO7P7t7uz/3f7s2fPnuzatSv79+/PxMSE\nrc+AXzxBzIabnZ1Nt9vNlStX1q8Yl2ptbS2jo6M5e/Zszp07t9HT4b/U7/ezsLCQ+fn5vH79Or1e\nL8vLy1leXs7Kykoajcb634P3+/00m80MDAyk2Wymqqr1nRVWVlayZcuWtNvt7NixI1u3bk273c7I\nyEiqqsrFixfz5MmTVFWVxcXFD+foLWd1eTXvVt+l3+/n7eLb9Nf6WV1ZTRrJ2ru1tIZaabVaaQw0\n0hxsZrA1mKqqMrx9OO3RdtrtD2NsbCzj4+OZmJhYXw4E8Gvmpjo23NOnTzM5OZmjR49u9FQ23KtX\nrzI0NLS+tzK/LFVVpdPppNPp/F/PYykNwE/LFWIAAIpmgSIAAEUTxAAAFE0QAwBQNEEMAEDRBDEA\nAEUTxAAAFE0QAwBQNEEMAEDRBDEAAEUTxAAAFE0QAwBQNEEMAEDRBDEAAEUTxAAAFE0QAwBQNEEM\nAEDRBDEAAEUTxAAAFE0QAwBQNEEMAEDRBDEAAEUTxAAAFE0QAwBQNEEMAEDRBDEAAEUTxAAAFE0Q\nAwBQNEEMAEDRBDEAAEUTxAAAFE0QAwBQNEEMAEDRBDEAAEUTxAAAFE0QAwBQNEEMAEDRBDEAAEUT\nxAAAFE0QAwBQNEEMAEDRBDEAAEUTxAAAFE0QAwBQNEEMAEDRBDEAAEUTxAAAFE0QAwBQNEEMAEDR\nBDEAAEUTxAAAFE0QAwBQNEEMAEDRBDEAAEUTxAAAFE0QAwBQNEEMAEDRBDEAAEUTxAAAFE0QAwBQ\nNEEMAEDRBDEAAEUTxAAAFE0QAwBQNEEMAEDRBDEAAEUTxAAAFE0QAwBQNEEMAEDRBDEAAEUTxAAA\nFE0QAwBQtH8CNiBcA2N/f+sAAAAASUVORK5CYII=\n", "text": [ "" ] } ], "prompt_number": 16 }, { "cell_type": "code", "collapsed": false, "input": [ "fig = plt.figure(figsize=(12,9))\n", "ax = fig.add_subplot(1,1,1)\n", "names, count = zip(*[('story645',5), ('BrokeinMileEnd', 4), \n", " ('umataro42',3), ('KyleGalloway',3 ), \n", " ('Others', 5)])\n", "\n", "width=.75\n", "inds = np.arange(len(count))\n", "ax.set_title(\"Hackerspace Front Page\")\n", "ax.plot(inds, count)\n", "ax.xaxis.set_ticks(inds)\n", "ax.xaxis.set_ticklabels(names, rotation = 15)\n", "ax.set_xlabel(\"Author\")\n", "ax.set_ylabel(\"Post or Share\")\n", "ax.get_xaxis().tick_bottom()\n", "ax.get_yaxis().tick_left()\n", "ax.set_ylim((0,5))" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 156, "text": [ "(0, 5)" ] }, { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAuMAAAJXCAYAAAA5JlrHAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n", "text": [ "" ] } ], "prompt_number": 156 }, { "cell_type": "code", "collapsed": false, "input": [ "import matplotlib.colors as mcolors\n", "data = np.random.randn(50,50)\n", "vmax = np.abs(data).max(())\n", "norm = mcolors.Normalize(-vmax, vmax)\n", "print data\n", "fig = plt.figure(figsize=(12,6))\n", "\n", "\n", "ax1 = fig.add_subplot(1,3,1)\n", "im1 = ax1.imshow(data, cmap='Purples')\n", "fig.colorbar(im1, ax=ax1, fraction=0.045)\n", "ax1.set_xticks([])\n", "ax1.set_yticks([])\n", "ax1.set_title(\"Sequential\")\n", "ax2 = fig.add_subplot(1,3,2)\n", "im2 = ax2.imshow(data, cmap='RdBu')\n", "fig.colorbar(im2, ax=ax2, fraction=0.045)\n", "ax2.set_xticks([])\n", "ax2.set_yticks([])\n", "ax2.set_title(\"Diverging\")\n", "ax3 = fig.add_subplot(1,3,3)\n", "ax3.set_xticks([])\n", "ax3.set_yticks([])\n", "im3 = ax3.imshow(data, cmap='Accent')\n", "ax3.set_title(\"Qualitative\")\n", "fig.colorbar(im3, ax=ax3, fraction=0.045)\n" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "[[-0.01318061 0.05711868 -1.027301 ..., -0.30654195 -0.98430202\n", " 0.48912191]\n", " [-0.05111255 -0.8914386 -0.15800618 ..., 1.57923874 0.25596595\n", " -1.83797306]\n", " [ 0.89693064 0.1328054 -0.93910538 ..., -0.17210677 -0.68065345\n", " 0.36864782]\n", " ..., \n", " [-0.01814914 -1.27217575 -1.73144709 ..., -1.13507501 -0.52215138\n", " 1.2768046 ]\n", " [ 0.15764372 0.13729613 0.50872309 ..., -0.79863125 0.02895824\n", " -0.49220971]\n", " [-0.24876455 0.23893093 -0.43007072 ..., -1.41331405 0.63192807\n", " 0.59453711]]\n" ] }, { "metadata": {}, "output_type": "pyout", "prompt_number": 146, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAskAAADXCAYAAADodswvAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", "text": [ "" ] } ], "prompt_number": 146 } ], "metadata": {} } ] }