{
 "metadata": {
  "name": "",
  "signature": "sha256:1b10084666ed6eeafb21b78ecd44a724e9fff48a768a628d9d168ba0abba423e"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import os\n",
      "import random\n",
      "\n",
      "path_timit = '/Users/musy/code/TIMIT'\n",
      "ending = 'WAV'\n",
      "\n",
      "speakers = {}\n",
      "for root, dirs, files in os.walk(path_timit, topdown=False):\n",
      "    allowed_files = (filename for filename in files if ending in filename)\n",
      "    for f in allowed_files:\n",
      "        speaker_name = root.split('/')[-1]\n",
      "        if speaker_name in speakers:\n",
      "            speakers.get(speaker_name).get('sound_files').append(os.path.join(root, f))\n",
      "        else:\n",
      "            speakers[speaker_name] = {'sound_files': [os.path.join(root, f)]}\n",
      "\n",
      "\n",
      "def select_random_speaker(sex=None):\n",
      "    if sex is None:\n",
      "        name = speakers.keys()[random.randint(1, 630)]\n",
      "        return name, speakers[name]\n"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 1
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "speaker = select_random_speaker()\n",
      "speaker"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 2,
       "text": [
        "('MRLR0',\n",
        " {'sound_files': ['/Users/musy/code/TIMIT/TRAIN/DR2/MRLR0/SA1.WAV',\n",
        "   '/Users/musy/code/TIMIT/TRAIN/DR2/MRLR0/SA2.WAV',\n",
        "   '/Users/musy/code/TIMIT/TRAIN/DR2/MRLR0/SI1196.WAV',\n",
        "   '/Users/musy/code/TIMIT/TRAIN/DR2/MRLR0/SI1826.WAV',\n",
        "   '/Users/musy/code/TIMIT/TRAIN/DR2/MRLR0/SI566.WAV',\n",
        "   '/Users/musy/code/TIMIT/TRAIN/DR2/MRLR0/SX116.WAV',\n",
        "   '/Users/musy/code/TIMIT/TRAIN/DR2/MRLR0/SX206.WAV',\n",
        "   '/Users/musy/code/TIMIT/TRAIN/DR2/MRLR0/SX26.WAV',\n",
        "   '/Users/musy/code/TIMIT/TRAIN/DR2/MRLR0/SX296.WAV',\n",
        "   '/Users/musy/code/TIMIT/TRAIN/DR2/MRLR0/SX386.WAV']})"
       ]
      }
     ],
     "prompt_number": 2
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "%pylab inline\n",
      "import wave\n",
      "import sys\n",
      "\n",
      "wav = speaker[1].get('sound_files')[10]\n",
      "#wav = '/Users/musy/Desktop/SA1.WAV'"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Populating the interactive namespace from numpy and matplotlib\n"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stderr",
       "text": [
        "WARNING: pylab import has clobbered these variables: ['random', 'f']\n",
        "`%matplotlib` prevents importing * from pylab and numpy\n"
       ]
      },
      {
       "ename": "IndexError",
       "evalue": "list index out of range",
       "output_type": "pyerr",
       "traceback": [
        "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mIndexError\u001b[0m                                Traceback (most recent call last)",
        "\u001b[0;32m<ipython-input-3-808b59ee49ce>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0msys\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0mwav\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mspeaker\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'sound_files'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m10\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      6\u001b[0m \u001b[0;31m#wav = '/Users/musy/Desktop/SA1.WAV'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
        "\u001b[0;31mIndexError\u001b[0m: list index out of range"
       ]
      }
     ],
     "prompt_number": 3
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "spf = wave.open(wav,'r')\n",
      "print spf.getframerate(), spf.getnchannels(), spf.getnframes(), spf.getsampwidth(), spf.getcomptype(), spf.getcompname()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "16000 1 53863 2 NONE not compressed\n"
       ]
      }
     ],
     "prompt_number": 77
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "spf = wave.open(wav,'r')\n",
      "\n",
      "#Extract Raw Audio from Wav File\n",
      "signal = spf.readframes(-1)\n",
      "signal = np.fromstring(signal, 'Int16') #data in signal\n",
      "\n",
      "\n",
      "#If Stereo\n",
      "if spf.getnchannels() == 2:\n",
      "    print 'Just mono files'\n",
      "    sys.exit(0)\n",
      "\n",
      "plt.figure(1)\n",
      "plt.title('Signal Wave...')\n",
      "plt.plot(signal)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 19,
       "text": [
        "[<matplotlib.lines.Line2D at 0x1088c3f90>]"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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QLIAYY4wJxQKIMcaYUCyAGGOMCcUCiDHGmFAsgBhjjAnFAogxxphQ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\nUCyAGGOMCcUCiDHGmFD+Pw6ATlUvvXWxAAAAAElFTkSuQmCC\n",
       "text": [
        "<matplotlib.figure.Figure at 0x108846890>"
       ]
      }
     ],
     "prompt_number": 19
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from IPython.display import Audio\n",
      "Audio(wav)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "\n",
        "                <audio controls=\"controls\" >\n",
        "                    <source 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ADAAIAAwABAAMABAACAAQAAAAGAAAABAADAAEAAgADAAEAAwACAAQAAwACAAQAAAAGAAEABQD//wYAAgAEAAEABgAAAAMABQAAAAMAAAAFAAIAAwD//wgA/P8GAP//BQD+/wMA/f8HAAAAAwABAAAAAgAEAP//BAD+/wQA//8EAP7/BQAAAAIA//8BAAAA/v8BAAMA/v8BAPn/BAD//wQA/f8EAAMA/v8EAP3/AwD+/wEAAQAEAAMAAQAEAAAAAwADAAEAAgACAAYAAAABAAQAAQD//wEA//8GAAEABAACAAYAAAAFAAEAAwADAAIAAQACAAAA//8AAAEAAwADAAUAAwAEAAUABAAEAAYADQAEAAgAAgAEAAEABAAFAAEAAgABAAAAAAD//wIA/v/9/wAA///+/wAA/P8AAAAA/v///wEABwAIAAUA/f/5/////v/+/wAA/f8BAPr/AwD7//3//v/+/////f/7//v//f/7/wYA/v8IAP//AgAAAPz/BwD//wMAAAAHAAsADQAAAPz//v8FAP7//P8AAPr//P8CAAAABQAAAPr/AAAGABEA/v8IAP3/BgD4//j/BAAEAA0A/P/2//P/+/8JAPj/+//+/wYADwAHAP3/8v/s//z/DAAOAAoADQADAA0ACgD8/wMABQAQAP3//v/2//n//v/2//n/+//7/+7/+v8WAP7/9/8HABUABAAKAAAA8v/9/wsA+P/x//v/DwD9/+3/DAAVAP7/7P/q/wUAHQANAPD/7v/4//7///8NAAkA+v/4/wUADwAeAAsAAAD7/wkAEwAbAPD/7/8IAA4A/f/7//v/+v/+/xMA8f/r/wIAIAAFANr/8v8MABwABQD2//H//P8TABIABQD0//H/BwAnABoA5f/S//r/IwAdAAAA6v/d/xcAFwABAP7/AgAQAAsAAQACABIAGwAFAO3//f8gABsABADW/9v/DQAgAPf/6P/d//f/AwAbAAsAAQD1//r/AQD6/wEAFQDz/+//7/8HACgAHgDi/+X/AQAiACAA9v8DABEABgATAPr/4v///zAAIwAGAAYA2/8EAAUADQAmABsA1v/T/xQANQAAAAgAFQARAOz/AwA5AAoA///r/9L/9P8LAAYA7//b/9//+v8NAPD/4P/1//3/EQDt/8j/+/9MAC4Azf+y/+3/LQBYAPj/yv/a/yoAOQD8/wEAJQAHANj/sv8JAEoAKQC9/9H/OgA0AOj//f8PADAA1v/5/yoAAwAvAOf/zP8JAFEAIwDL/9f/7v8MAAgA3v/j//b/BADd/87/7/8zADMAs/+q/xYAagAcAMb/xP8tAHgA2P/i/0oAUwD6/7L//P8WADIABACt//f/OAACAAAA7P8OABwADAAIABwA+v8LAO3/wP8KACMA9v/d/wwAAQDr/wcAGgDc/+3/KgAbACkA3v/D//D/CgCDAPf/tP++/zoAKQAdAP//0v8iAC0AKABGALn/z/8SADQAGgD3/5b/6/8WAB8A+v/S//z/GQAeAAMA0P9FAAYA2f///x0Awf8JADEAz/+1/4QARQCy/7H/SAAJAOn/FQAVAP3/IADj/6X/7v8OAGoADgD//6j/1f9bABcAvf/G//f/aQADAOv/zP8LAEIALAD+/wMA3f8FAD8A2f/V/1QAPACy/3r/JwCeAOX/Zv+J/2cAhgDd/87/vf9rAAYA+/8yACMAXAA7AN7/GQAlABAA7P/y//3/OAAuAIv/nP9SAGkA8f+i/+n/IgAIAOf/3//+//H//v8LAPz//v/e/wIAvv8MAOr/FwD2//T/8v+3/4QADQDh/9z/LwDn/zAASABz/zAAyv8FAF4A0P/6/wwA0/87AAsA2//+/0IAIwCv/yMAMgAXALD/9f/n/8z/JABtAEj/0f9GAFoAKgAKAJD/8P/DAB0Ar//n/+r/KgCc//z///85AEsAjf+8/2gAOACp/w0Atv/M/5sAJQDF//P/yP89AGAA4//+/wsAif9HABcA3/94AK//kf8cADYA6P/d//L/4v81ABYAnf9HAPX/EwCw/1AA8f+d/zsAVwC1/8P/dgC6/xwAsQAGABr/NgBQALj/u/9MACEA2P/o/wAAt//BAKgA+v7b/7AALAAy/wUA7f9RALD/gv+oAAEAtv9hAK3/+P+WALz/J/+EADcAHP8gADwAOgC9/wMAVACJ/2EA+f8sABUAxP+v/y8AOQCw/x4AaQCK/2AAZwB0/9z/AQD9/1wAiP8XANH/fQAwAH7/dgBWAEAAT/+pAN//mP/y/y0A7v/P/zIAsf9tAM//GADF/w0AHQC//xoAHADx/zsA3P9KAC4A0//q/9v/BAAJACYA7P+m/8f/HAADAIsAlP+m/1wA1f97AOj/0P85ANf/d//WAPr/Zv9kAKkA5/+g/2YAp/8tACIA4/8VAOv/kP+WAKr/rACH/wgAnQDC/xsAlv/u/z0AsP/s//f/HABj/97/NgCU/7wA4P93/4IAIgCT/+r/YwDf/0IA0v9j/5cA9f9o/8r/VgA1AAsA6v8MAEoAuf8pABAASAA/AFoApv8YAH3/XgBIAKD/0wDv/gwAEAANAEMAqP+LAPf/YP9u/2sA6wCn/5D/kf8kATkA0P4nAKv/qABNAFf/hv9CAd7/ev9wAL3/gwDIAMj/0f5XAKEAxP9g/y0ASgCfALb/Qv7K/4wBwwAMABD/n//xAC8B1f/Y/m4AEwEuAKX/s/+w/80AkP8+/1MAyP+y/ycA+P6x/38A2QC5/1//Tv+yAVgAWP8gABUANgAmAE8AQ/9/AKMAjf+U/9cAXgDY/1kAlv+u/+0ALv/T/3wAuv+e/zYAYgCC/3IA4P8hAMn/5P8FAbMAh/4kAFMAAAEM/6r//P9FAP//bgDF/0P/2wA1AFr/LAB0AEoA6/9Z/0cAPACE/wgADwBM/1b/AQEl/3QAAQDj/+T/sP++/8sA8/9Z/7L/CgAmAHMBMP8A/6gAhgDe/14AlgAu/6H/3v9OAEcAo/8WAAUAFv+mAGoATgAC/3AA8f+N/5r/a/+RAFMAwP+N/38AigBk/77/TQBrAPD/WwAgAHMA8P+k/msBdAHD/ggAYQBA//0AWQAHALz/EADw/5L/ZADk/7j/1f8vAIMAe/8SAJ0AkQD8/lkAbQCDAGb/QQDq/y0AmgC7/xUAb//u/28ALgB+/03/QACuAHj/KQBP/xUARv+XABkAsQBX/1H/WQA0Acb/7P9//xkBEf9VAFcAbv+T/4wARP+3/97/XgBG/4EA/P5d/5wBwQCE/jz/9QAsAJr/5v9AAJ4AVP/q//P/OgFiAOf9/f9bAZT/9v+MANz/5v7u/ogBpQDv/67+EP9fAacB1f++/9L/lP4xAdIAdP8+/5H/lwA+//sAzAAY/3r/tQCOAIr+ZwExAGr/awDr/zsAIwCR/l8BegAS/5YA6P85AF7/PP+fALYAMP+WAN3/cf8GAKr/agB3/9T+wQB4APf+9f9hAF3/lgD4/1YAOf/RAN//0wCw/5f+BQCjAFv/jv5o/yEBUwDFACD/gv9TANgBJQBA/Q8AlwD8AGn/rf8dAKEAk/9uADH/wAE0ABz/AgA3AHsAtP/RAPD+of/RAFAA3P9+/1P/QgHFAK/+yf9r/5AAuf8i/33/DgLe/rb+ngD4/xgADwBo/3EAyf9HALIArP+j/3T/BgHVADgAtv5CAI4A8gAK/9P/GgD1/xUAgv/RAXEA2f9+/pYB/P5S/8ABUABX/bv/qAB4AKwAYP9m/0kASwA5ACoAvv+//jL/xgEQAPcAcP7O/1b+OQGsAFD/hwFQ/mIAtwAv/+ABM/+lAND+M/8yALIBG/53/7T/XQK9/0z/T/8UAOr+AAH5AEj92QEIACP/Vf+KAGYAXgAC/6L/KAKNAMX88QC1AWgAB/8iAN8A3P8fAHj+GAASAU8BOv/k/vcAS/9OAAQAYAA9AOn+RQCkAJj+uQBaAED++QBwAEj/lv+t/hwBYAH+/vf/bgCq/9kAxv7H/y4ACQH6/iH/kwDrAJ/+PQFhAHr+BwId/5MAsP+SAvv+Qf+MAI3/2f8NAp7/1v2oASMBT/6U/1IBiv53AT3+A//L/xUAqv+I/979iwKGAGv/xf9IAEUAPwGO/sz/9gKR/nr+FAGOADAADf8YAc3/eABw/lcC/P4AAEUA9/4sAWAAKf+V/wQA6f+Y/uICef9H/j4BiP81AU4AAQD8/6P/yQE+/zgAP/8pAdP+wv+iAGX/c/9m/3cAY/4BAgABQ/7q/5H/awGp/6f+tP9PADgBZP/v/iQBjAA3/6T/vABVAZH+1P9XAUoAtv/Z/SkBlwDSAGH+A/8BAQQApwBu/9T/vf+YAfX+tf+//04B7/8E/m8BYQB7ACz+RQF7/a0BCgG/AJH/Jf6YAYQB0/7v/0QA6/8tAPX+MACd/8MAcwDL/on+iwEpATH/If8AAVABjv79AWD/kwBmANEAq/7G/zUDUf1j/30A2AAXABr+5ADu/mgBuv4iAE8BvQBx/lwA+/7ZAZkAKv75/uUB7P8i/kYAvf/4/sMBjf1S/kgCfgC8/bT/ZQBO/r8D5f6N//YAIwCKAcr/fP9SAaj/+P/U/9QA7v+V/qYAqf9i/1L/lAHX/oj/QABuAIoAGP8y/7sB4v+6ANr9igDL/1UB6/+5/nn/EAA2AHf/SwFb/4X+IwHA/7IBR/6p/0T/lP69AikAlf///yAAiwCp/hkBvv85ALAArf5SAvz/eP37AP791QEGAWIAl/1AABz/NgFiAKf+6P8//3sB/wC7/UwAGAHw/h0BSQH//3X8VAIzABQAS//oAEz+XQH8/kj/IQFbAeT93gCeAEIB3P57/rMAy/8nAQoC9P5Q/kEAZAGcAJ8AuP6v/z//7/4AAHICwP8A/scAQABc/k8AoQG//6//Ef+fAaEA2P46/xQASwFkAL7/WwBpALH/6/1mAacCx/8R/RkBKwDa/kQBjQE6/XABiQADAGj/w/9oABoAPAA6/8EB2QFS/bf/ZgGjAaL/V/6uALEAFv+j/rL/3QD1AJf+/f/uAP3/ugDoAJT+H/4lBEn/nf1ZATUB/gCy/1n+NQFT/ysBFf5t/hcDZvxpAQQBp/79/6L/AAG5/c4C/P8t/RMAdgG1/3z9TwL4/xz+kAAEAnoAbf6mAGj+yQD7ADD/wv4CAZ3+/v6jAUkAogCk/BwC4f8z/0kAjv9q/3H/RwLLADv+SP99AZP/DwCIAMwAiv3g/9YBaQDd/3v/YAAsAD4Bdv9NAhT/1v8/Aqn/9/9oABz+Sv97AbD+XgCOAkD+fP7MAtv/EwBM/zEANf+zAXz/iP9XAbT/8v/9AID/JP6PADYBzf+W/5kABP+hAGD/WwLUABb+Of92ADYAgwDb/2L9NAC8/pkBOAAQ/k4AAwGA/wgA9wDT/Qn/UAG4Ag/+LP4MADEBcv92AB8B/v+f/1T9uv+SAc4Aw/0SADwBi/+G/mMB8f7B/6wBDwGY/33+CwD+ACECmP8p/tD/bABKAPQArP9YAP/+E/+EAiAAl/3R/p4AZAGg/or+Lf/V//n/oQAPAUEAOf46/wQCeQGh/9X/1/8LAMT/KgAJAZX/uv8B//gBjQCR/SgAcAAcANIAIv8U/0sApv7Q/6oAeADG/2D/GQCGAPH/QQAe/5z/lACl/6P/NwChAFsByP4Q/xoBIAD//xEARQCUAL0A6v9nAFcAw//5/q0BVwHw/4f/nP7r/ykBGAFC/1H+If9hAUAAj/8UAOz+MgDJ/00AawCr/jz+rQDYAOr/U/8a/5z/0wCBAMT/2v/9/9z/kf+7//3/GgBoAPP/BwBw/9H/QABJADMAMABk/77/oABnAN//BAAGAKz/oAAFANn/9f/H/6r/ywBBAVD/ov72/zUAIwCF/7D/zP/h/8v/zv+2AAEA3v6y/44ATgCp/+L/TgCAAJ3/tP9/AAgAq/8DAH0AHQBt/w7/e/+7/+r//P90/9z/DQCt/+L/ogDMALP/GwBDAPv/PgBPAHgAKQB7AEgAJAArAB0AdQCyAOv/DAB1ABQA+/9IAGAAVADS/6z/OgCVAP7/xf9AAEsA5f+p/wsALgDL/7v/5//X/+L/z/8UACIAv/+w/6f/BwANALf/qf/v/yoAvP+l/63/1/+L/9L/zv+J/3n/pv/9/8z/1v+6/9T/8f+2/8L/6v/9/woAIgAUAMj/7f9HABQA8v+1/5D/8v80ADUA/v/d/yAAZQCRAHUAdgDKAOMA8ADkAAgBCQEVASoBKwEsAfMA+gAUAfkAjgBYAE4AZABNAA8A6/+7/6r/lv+I/1H/Jv/5/u3+6v7a/q7+lv6w/rT+eP4a/gf+Of5h/ij+rf1//af9vP2p/U/9qPzG/K7+sgHzAQj/df3UAMgESgTnATwCLwRXBHgD/APcBEsEdAPTA/oDsAImAX0BggILAkcA3/7e/iL/Ef+D/iX+pf03/Sb9Yf2F/Uf9kf37/Un+Jf5a/sj+fv8lAEUAOABIANAAWwGhAZMBcwFXAV0BngGCAUcB6gDkAMcAcwAHANj/4P/l/5L/+v60/tP+EP/3/rH+if51/pP+0v4M//L+0/7y/k7/d/96/33/u////xMAIQAtAFAAawCzAMgA2QDYAOkABQEPAUgBQAE+ASEBFgESAfoAFwEGAeEAogCYAIYAXABNADMAEgDa/8n/wP+l/43/jf9y/07/Qf9L/03/Qv9L/2z/Tf89/0r/f/+C/1n/Hv/l/qv+kP5w/jD+wP1X/eL8ffxS/EL8Cfwo/eP/NQEc/wr9Zf+rA3EEWwI/AlgE2ASuA9ADowXpBWcEmQMRBP0DmgIVAroCqwL0AHr/f//C/0n/kf5q/r/9z/x1/Bn9mv1L/a78sPx0/fr9O/6T/kv/sf+m/wgAvwBOAXsBvAHaAb0BgQGsAfUB1gFtAdIAiQBgACsAyP9Y/+f+VP7t/TL9x/x1/ED8/ft3+8z6UfrX+y//rgAO/j37M/1AAqAEwwI+AVACAwRwBHwELQWXBSEFugTUBEgEZAOMA4cESQQSAiYA3P9pALAAFAB//u78avzj/BX9Af3R/HL85Ps2/BT9tP0A/nP+6P7q/iH/8P/zAHQBlAF2AUkBbAHVATkCLAK5ASYBrwBYACEAv/8A/+X9OfxJ+337ovvF+nL6Xv3v/9v9uvmq+sEASQRQAqr/oQC1AncD9AMlBdYFtgQABIYEBQVMBMoDXgTEBG0DPgFkADMBKQJzAW//yv1F/Z390P3a/Rv9Nfys+0L8AP1U/Y/97v09/kD+rf51/3cA/gApAQoB4QAxAa8BJQIcArYBCwG6ALAArQBhALD/6P7z/Sb9k/yB/GD8Vvuc+er4FPwsACcA1PuX+X/93gIdBPgB4AD3AZoDhATyBHIFawVQBU4FAgVXBKIDBQQCBcMERQIDAOz/dwGtAfn/M/4W/bz81fxg/Tb9afyu+8j7TPzH/HP9/f1p/nT+of4m/zgAKQGNAYQBPAFRAZwBRAKQAjQCaAHUALgAxQB4AOD/Dv9A/nD9kfy4+0v7Fvuo+hP6Lvuq/ZD+wvxk+3L9CgHhAn4CmwHCAQYD0wScBWsFPQWOBasFDgW2BL0EyASeBCcEswIjAccAUwEDAa3/av59/aT8nvwP/dz8/ftv+4j7Cvys/FX9vf3q/Tz+sf5v/1kAHQF2AXgBcwHJAR4CYwJ3AiQCswFXASUBxgBbANX/MP9W/i79HfyH+7n7dPsd+gP5rfrG/WX+WfxL+3L9TQDpAZ0CjwL0AUQCgAROBhsGGwVvBSwG4AUXBfQEXwUvBScE0gIFAlIBwwCZAEUAyP7F/Cn8sPzf/Ev8lvs2+zT7sPt7/C79c/2V/f39zP6v/18A8AByAbkBwQHyAToCqALHAm8C2wFMARABvwBWALX/8P6l/Qv8aPu6+6z7T/oh+f35dfyu/fz83Ptr/LL+VwHlApQChQETAmIEKgYgBmgFjwVFBjYGvgVuBZsFfQWvBH8DZAJoARMBQwGFAJH+zPxl/Lz8tfwY/ED7ufr3+pz7Mfym/P78Xv3n/a/+cv9AAPgAkAHQAdMBCQKOAv8C5wJzAvIBmQFZAdgAXAC+/93+Vf1K/FX8O/z1+r75evli+qz7kfy9/FH8qvwI/vz/kgFtApUC0gKiA6YE0AVdBl4GNgY6BlYGUAb1BWwF9gQsBC8D9AFzAQEB///E/tT9Df0Q/JL7rfun+wz7pPr9+pf7KPzC/HT96v1V/hP/MwAKAX4BxAELAnIC1QIWA/wCpQJmAggCngEPAT4ALv9q/u/9Hv0t/G77wfol+qj5PfpW+737BPxc/OX8mf0I/wsBIgIaAnMC0APzBLIFKAaNBscG6QYmB8cG5wWaBcIFJAXMAxQC9QC5AIEApv+w/Rr8rfvP+7j7Svuo+lT6nPpi+yT8f/zu/Kf9gf4///r/uQCFATQCfgK0As4CFwNDAzQD3QI2AmABxAA2AK//Gf8d/rH8j/tA+1z77Pr9+Tv5A/qa+3L8Vvw5/D792/50AHIB/wGpAnADVgSLBcEGQAf7BrEGqgbuBhYHtQbOBZMEZgOFAv0BXQEcAGz+Xv3A/FH8vPs2+9L6nfqI+tb6SPvr+6D8Of3G/Wn+OP80AB8BxwE2AmcCwAJDA4sDigMUA6ECZALyAREBRwB7/+3+UP5M/TD8evt2+y37WPrK+cL5MvoZ+wn8hPzo/Ff9x/4FAVYC4gHrAXgDTQXmBRYGmwaHBnMGvAbIBm0G0AUTBU8EcANLAlwBggDM/7f+mv2u/Dr8B/zf+3/7Ffsm+3L7Fvzf/Hn95v1q/iP/FwDRAHgBBAJsAqcC0QIfA18DVgPbAjYCtAFmAbYA4f8h/1v+o/0M/ZT8BvzV+5b7MfsS+3z7hftX+/377/w4/a39av5Z/zgAtwBXARAC6wLmAyUEwQPgA9UEuAWXBaYETwSWBDAEmANBA4ECfAG5AIAA+//U/kr+Pf4C/oP9Bv0R/VT9i/3m/en95P1Z/gP/j//y/wkANwCpACkBfQGrAYwBigGcAakBxwFeAeUAZgAVAN7/af+p/vr9sf2r/Z39If2L/If8Df1W/T79B/1k/Q7+Zv57/mf+s/5g//f/dACeAGYAtwChAXsCEQI2AdoBEAMqA3sCtwHoAeUCaQNpAkoBgAEwArcB6gCWAHMAdwBDAMf/Tv97/7D/4/96//P++/5p/wAAEgCL/yr/lf9QAJwANAD9/zcAhQCaAH8AbABKAC4AFQAVAOv/Wf82/2n/Jv9j/g7+S/5x/gj+0f3m/TL+Qf4c/gv+cv4v/3j/0/5k/g3/WACfAPn/h//A/zQAswDeABgBmAAeADUAtACzANYAzwDzABEBxgBJAcEBJAHxABACBAIvASMBgQE3ARoBlwGjAR4BSgCkAIUBmwHDAC4ADQA0AEcALACj/wz/pv7f/q7/lf+z/lD+p/50/77/ZP/T/vv+1/9XAN7/Uv8i/1n/sv/M/1b/o/6K/hb/fv9X/y//Ef8O/3T/NAABAIL/bP/3/9f/4v53/jP/y/91/6j+M/6i/tv/sABbABcAPf9y/wEBDAKCARUAsv/uALoB/wFnAQABWgEiAY4B9gJ5Ai4BGwE/AiYCKAEBAWoBCQFYAAMA6P9+/4L/RP9U/zr/eP5p/r3+Gf+T/z7/Df8C/+L+cP8IACYAmf99/8//+f8KAPL//P9HAPv/Zf85//7/VgD+/nz+tv7s/rT+4P4C/6n+bf7k/hj/wf7W/hT/pv+B/wb/7P6u/zgAWwAYAOL+p//cAJkBFgFEAAgBCQLSAcQB8gH1AaACfwJOAiQB/QCaAncDGQLu/3kAjQGhAdcATwAwAMT/0v9MAPn/H/8k/2D//v+a/zP/Af9m/xUAfv9D/yP/pv/o/5j/xP+e/2n/rP/W/7P/iP9L/5z/gP9E/5r+av7x/oz/nP+W/kj+CP/y/9X/zf6o/jT/zf/y/+P/YP/x/q3+qf8PAGj/vf6Y/qf/KACd/4n/pP+s/y4AagBBANAAZwFDAbMB5QEzAXcBvwH5AiwDAQL6AJoBlwImA1oCgQFDAIEAQwFXAX8Ak//0/kT/XP9h/yD/oP6g/mT/Vv+z/nr+zf6C//3/h/8P/yr//P+WAJQACwDW/5f/EwCbAIkAef8A/0f/w/+Z/7v+T/6g/uD+U/6u/eH9zv4n/6z+If5D/rD+aP+t/6z/gf8J/1z/f/87ADABawGvAAAABQDDAEIBywEOAuoBBQHg//4AegP0AkIB/f9KAeUBKQLSAX8BhwBZAAMBygBzAEYAZACZAFgAoP9w/yL/KADbABUAn/9a/4P/vP9pAFoAoP/o/ij/EgBbAOT/ef+a/6r/XP9L/+T/f/8Z/2L/rf9E/3f+GP+O/0r/Of98/xL/cf6A/mD/vP9v/9L+7f6J/7L/p//J/8L/2f+w/7P/AQB4AKgA6f84/1n/tgAfAH//VQB4ARQBTwBpAHIByQIGAtQBYQGWAcgBRwFQAeIBEAJQASYAuv/cAO8AawFXAdj/mv7Q/m0A9AD+/7z+7f6O/sT+yv+7/1H/uf7g/kn/l/9r//X/HADu/5T/M/8u/zL/ff/Z/6P/tf4c/mb++/57/z//+P7I/vv+N/8x/0T/if/e/yYAsf9f/lb+4v+BAHP/E/8xAEIAuP+S/0IA6QBa/+L+/gCbAsQAFf9LAEYCwgG/AXsCaQFAAX8BrgFKAjsCHgHaAAgBVQGLAbwAuwD7AGsAIwBjAFUAXf/U/j//BwBV/5H+kv6N/nj/zP9s/yv/Av9e/xQAPAAQAKj/qf/4//D/R/8q/13/Xf8n/+b+Jv8N/5/+4P5N/9D+Rv5v/kj/zf+J/zX/1v7z/uv+k/8RAL3/U/9e/6v/NwBcAMP/DgAqATgBrgD6AFsBzwGhAU0CyQLUAXsAMAFRAi0CsQH1ANUAcAG7AQUB8ADHAHIAagBtAMAAYwDd/2j/tv/E/3L/1v/v/7//Yv9S/9H/MAArAJ7/ef/Q/+X/tP/B/7X/i//4/vD+Uf/7/q7+df7H/s7+7/4k/zv/Rv+s/9z+Yf6b/j3//f4+/2T/EP+M/kv+Kf/+/rf+kv9JARQBKgCo/3z/agC5AVQC7wCu/0sAAAPaAp8BXwFyAcsB3gFhAg0CYAEtAb8BywFMAPP/qwCFAfsA+v8+/73/7/83AOn/af8r/+3+sv9sAKMAJQDX/yEAWgB1AHQAlAB6AOX/Vf8j/wf/E/8S/9T+X/7Q/Sr+Mf50/uP+L/8Y/9r+qP4p/3D/bf8U//L+Vv4Q/6r/QP83/vL9ZP7//sv+x/9yABYAzgAnASwBlABcAEkADgFhAvoCaQLDAGgBsAEfAnwCxQKkAioCQAFOAbwBOwH+AGAAQQD7/7n/Uf9W/8X/W//q/rX+Cf9l/63/PwCOALgAnwCQAJEAsgCZAL0AMwDv/1f/Lv/8/u7+yf5y/mr+TP6F/gv/Cv+w/jz+Yf6W/tv++f64/kz+j/4r/wL/+f7b/ij/Vf5q/Rv9tP7IAGYBM/9h/YP/LQIMAiAB3AGQAv8BvAGYAm8DjwOpA1ADewL7AN0AUgFqAvkBPADX/qb+Ov/c/yMAtP+d/0j/rP8IACEAAwBUABMBIQHGAEgAWQCvABYBGQFkAK7/S/9h/4n/jv89/wD/9P6s/oT+WP5z/nL+gv5k/u79mP2H/fP9A/6T/hT/ff8e/8L+F/8dAKkA4//D/ib++/2C/WT9sf4eAB0AMwCNAEoAkQBbAU0CBAQEBUYExwPzA+0D5QItAzIEvgPAASMAJv/z/tj+5v74/m7+4f3x/Uz+yP6T/+P/TADGALUAlwDgAFsB1gElAuQBowGlAFgAXwD0ALAA+/8h/7L+gf47/g3+5/0a/gv+fv2y/H/8+/yb/eD98P0q/on+0P4//3j/fv94/1j/N/+R/qn9qfwJ/XH+AQBVAEkABwEAAoMCUwMXBNcDmQMHBZIFSwUKBEgDAAMGAhUBlgAfANf/Mf8A/mb9Cf1G/Qf+4v4Q/8j+9P6c/4YAJgFCAXIBWQFzAbQB4QHRAVUBJQE6AdAAPQCK/0b/Vv9//1b/3v5K/sL9w/0c/n/+Jv73/WP9o/0X/nv+wv3Z/F79Jf9qAKH/+f1W/bP9+f3i/WX9Evxf/I/+8gDdAUYB0wE+A0UF0QUgBhwGOwY2BskFqQUjBEgCrAD7AHIAAv9h/WD8UPw0/Nn80/w9/Z/9Sf6W/6AAVQENAW8BzgF8AmgCNgLbAacBjQEeAeMASACx/2//aP9m/9L+a/46/oL+pv6B/kv+eP7R/sD+tv7i/jT/L//b/q3+Of6w/ZH9Rf44/87+tvzR+gn70/sB/DD7a/zb/qwA6gGIAgIESAR8BZsHAQr6CWkI+wY7BkEFWQN9AvkA7//X/Uv8MftP+mv6j/qz+yD86fw8/R/+ov/4ADYCTAPPAzoDNgPxAkMD7wKWAukBugDW//7+kv5G/hH+B/4k/vn9zf20/Qb+iP4D/43/vP8KANj/sP/m/2EARwCW/7X+E/6//RT9E/13/IL77vn++PP4gfng+l39gwAeAxIEnwTJBUUHwwigCsALVQsMCTkGRQSnApcBBADB/mD91/t7+v/4b/gy+bn6/vs8/fb9Of7k/nkA5wI8BNAEggRZBEYE3QNVA20CKQKMAdEAoP9z/kn9oPzr/HL9+/2P/Tb9Kv3k/eP+j/8tAGYA6gArATYByQB0AHcAdQAuAND+N/39+3371Pr4+Qv5gvhD+B74QPgR+8r/awTRBdgFRQbzB0AKGAyPDZQMbwpiBz0FCgM0ATX/LP2e+8D5ivhG9yj3zfdA+TT7/fx0/vD+AgCgAboDIwX6BWYG/gVbBW4E3QM5A8MCqwEgAKT+cP3K/C787vvr+1L8vfzs/Dn90v2t/rL/owCZAfABDQIOAj4CTwIeAqsBEAFMAEL/Wf5J/VL8xvpV+Wf4M/gK+H33p/ZN9j73n/tnAu4HPwlUB6sHzwn+DG8Olg8/Ds8KYwaVA78B+/5r/Cf6k/kH+B/2q/S29LT28fjW+wL+3v+yAPgB/AMbBl0HhwfxB2cHVgaQBPgC8wEgAYgAQf9//Z37aPoC+rL6vPuS/L/8IP2W/Uj+Uf/kAC8C9wJuA38DfwPhAsECigJjAr4BrQCK/x/+zfyz+2n7UvtL+rf4tPcN+FD4vPgT+Ez3PfcO+uwBOwkkDTQKLwj4CNELlQ7fDy4P2Aq4Bq0CxwB5/W/6lPjp94H4vvYr9V7zwfT69+77av8kAUsCxAK0BIUGLQiXCFkIOAjSBkkF/QI3AbL/4v6j/gH+O/wF+u74V/nV+lT8Xf3y/Q7+n/6i//YAQQIeA/EDRQQrBGsDdgIAAtsBvAEYAfH/Zv7k/Mz7avt2+037rvq7+er4ZPjt+MX5afpl+i/6nfmO+/ICMAv+DcUKIAgACaALlA1sDZALYggZBdwBZP9s/Cf5L/ds9+34UfgZ9nr0v/WL+XP9dAC7AYECYwMkBRAHVQgECC0HvgZQBhsF1AKhAPn+WP43/pn9QPyM+mf5r/lT+8n8o/20/Sz+0v7r/+8A2AGPAgMDfAO8A4gDoQKyAWIBlwGWAb0Af/8r/kX94fwF/Rz9xPwl/M/7+fsA/Hb7NftG+9b7evyd/Nr7zPkd+eb8bQWZDDQNwgfOBEIGPArNC1ULKgpPB6oDhQC0/iH8lvm9+L763/vi+eD2rPUn+D77nv7MAAoC9QGyAQAD9gQPBrIFpQUFBk8FeQNdAY4A//8RAL//Sf+j/ab7wPpR+7n8df3i/bj96/0m/rj+mv9sAFAB4wGjArsCVgLDAb8BFAJ1AkIChQFyAIH/5/6X/mD+Bv55/dT8DvxG+4X69fkO+kH6Xvrf+RX5QPiy+NX8BQTcCu8LBAh3BVsHZQvGDMoM1gvICawFGALm/+j9uftC+h775voX+YD1QfQ39qv5wPwN/jX/Vv8IAF4BIwQaBoUGPQY4BoIGWAXpA84CpwJjAoIBaADW/hr9evtG+wD8q/xl/Pv72fv/+4n8c/2+/uP/yQBxAeQBNQJ3AtwChAMjBAcEQwMzAqAB1AA/AKH/+P4C/gL9R/x9+/r6rvqW+mH6gfp/+iT66PnU+cT5T/mn/FwDIgqPCncGnAQUB/EKnwsiDLULsAlvBbcCugHu/zb9rPu7/GP88/ln9pX1C/d7+Y/71/yb/VH9yP2L/4MCLARIBIwEcgUQBgUFRgThAxwE2QN9A6ECtgBp/vn8Vv30/bn9g/yv+1f7Xfuh+2z8gP05/s7+iP9JANEALAH1AfoC8wMZBKIDHAOXAioC7QHVASMBt/9J/lz9ZvxZ+6D6Yvr5+SP5jPgS+PL30vdc+Hr7xgC7BQUGIAQQBEAHOgoEC2gLnwvNCmAITgbrBE0DQwHw/63/if7K+2L4H/fu93T5Jfo3+gr6z/mY+oP85v5LAOsAogHCAtYDHgRiBOcE0AX+BaIFvQSfA4cCuwFoAeUA8v+I/iD9OvzP+7H7eft2+6T76fso/Jj8Q/0d/ir/VABaAdkBDAJsAv0CiQPFA9YDngPPArsB6QC5AEoANv+1/cj8+vsj+1P6uvlI+cv4pfjB+I36Q/66AfsBMACSAO4DOwfzB80H4wf1B3QHHQe5BoQF8AM0A0EDdQJJANz9rvzU/Bv9cfw1+3D6Vfqt+kj7B/xG/Gr8I/2R/pH/7P9oAHUBnAJVA8kD7wO4A4ADnwPnA6MD7gIJAmgBwwAQAFb/r/4q/sL9hf06/ej8k/yW/AL9h/31/TL+d/7a/lr/5P8+AIAAqgC7AIQADgB6/yj/2P5b/pD91fxT/Af9IP+sARcCMwC5/gIAmAKoA08DKgOgA2UDuwKnAtQCZQLQAScCsQL+AUQAIv86/+b/OgAUAGP/hv74/Sz+tf4B/wH/1/7D/sv+6/79/vr+Kv+P/wcAGwDx/9r///9aAKoA4gDqALEAiAB1AHwAXwBGACgA/f/D/5n/j/+C/3D/h//G/+v/xv98/2z/uv/T/7H/yP/j/9T/xv/o/7b/tP/f//D/yf+7/9H/8f/t/9b/6v8dAEsARgAxACUAFQANAAYAAAAFAAoADAAOABQAGQAnAC8APABBAEoARwBEAEAAPwA8AEAAOwBDAD0APgAwADMALAAzADAAOQA0ACgAIwAiACEAFwAPAA8AEAANAAgA/f/t/+3/6P/w/+z/6//f/+H/2//l/+n/6P/n/+f/6//s/+z/7P/t//T/8v/0/+3/6//l/+X/3//a/9P/yP++/7X/s/+4/77/vf+4/7X/u//C/9n/4v/y/wQACwAUAB0AKgA3AEIARgBOAEkASgBMAEYASQBFAEgARABDADkANwAxADMAMwA5AC8AOAAvADcAMgA1AC8ALQApAC0AJQAfABoAFgAUAA4A/P////L/6v/s/+f/7P/e/9z/2v/W/9n/1v/V/9b/2//b/9r/2v/W/9n/3P/a/9z/4P/e/9z/1v/d/9b/2f/T/83/zv/G/8X/xf/J/8j/yf/G/87/1f/f/+7/9v8FAA0AFQAmACsANQA/AEQASQBNAEYATgBHAEUARABGAEcAPAA+ADAAMwAsADMALAA1AC0ALQAsACYAJwAnACcAIAAcABMAFgAMAA0ABwABAPr/9P/t/+r/5f/g/+H/2//f/9j/3f/X/9b/3//W/+T/2v/h/9z/3f/f/+D/5P/l/+f/5v/o/+X/6f/l/+v/6P/o/+T/3f/c/9j/3P/V/93/2f/c/9T/2P/f/+L/8v/6/wIADQAJABcAHQAwAC8AOQA+AD0AQQA2AD8ANgA9ADgAOwA3AC0AKQArACUAKQAmACgAJQAiAB8AHgAgACEAIQAhABcAGgAQAAwADQAIAAsA/v/5//P/7P/s/+b/6//n/+r/4f/k/+D/4f/k/+X/5v/o/+X/5//p/+j/6//s/+v/7P/q/+7/6v/v//H/9f/w/+7/7v/t//D/6P/t/+r/6v/k/9//3f/c/+H/4//g/9//4P/q/+3/9v/7/wcACgAPABgAHgAlACkALwAvADYAKwAyACwALQAwAC8ALwAqACQAJQAlACIAJAAcACQAIgAdACEAGAAeABoAGAAXAA8AEQAJAAoABAD+////+P/y/+7/6//t/+j/6//n/+j/6P/m/+n/5v/r/+X/7//o/+7/6P/q/+z/6v/t/+3/7P/x/+n/8v/v//X/8v/z//X/8f/2//D/9//v//P/7v/u/+r/6//q/+b/6//q/+v/6P/p/+z/8P/2//v/AAAGAAQAEQAYABwAHQAlACcAKQAoAC0AKQAvACYALQAnACoAIQAiACAAIAAbACAAGgAbABQAGQASABMADAANAAoABQAHAAEA/f/8//f/9//x//D/7//q/+z/6f/u/+r/6v/p/+v/6P/u/+j/7v/p/+3/6//w//H/7P/y/+7/9f/x//P/9f/z//j/9//5//r/+//0//n/+v/0//7/9P/7//T/9P/w//H/7P/s/+7/7f/w/+z/9P/z//j/+v/8/wYABwANAAsAEgAYABoAHAAaACQAHAAfACIAHQAkABwAIAAbABwAGgAcABkAHAAaABoAEAAVAA0AEAALAAkADQAJAAkA///8//v//P/5//f/9//1//D/7//w//H/6//v/+z/7//u//H/7f/y/+z/8v/x//L/8P/1//L/+P/x//f/9v/5//v/+v/8//f//v/6//z/+//+//v//v/5//3/+v/8//j/+//5//j/+//5//r/+f/6//n//P/4////+v8CAAAABQAEAAwACwAKAAwADwAQABYAEgAXABQAFwAXABkAGQAWABgAFwAXABQAFgAOABUADgARAAoADgAJAAwACQAIAAQAAAAAAP//AgD3//7/+f/4/wAA8f/5//D/9f/0//H/9v/u//f/7//3//P/9f/2//P/8//5//P/9P/z//T/9//1//z/+v/6//3/+f/7//r//f/5//7/+f/9//z/+P////j//v/6//v//f/+//j/AAD//wAAAwD9/wQAAQAGAAwACgAMAAoADAAMAA0ADwARABMAEgASAA8AFgATABIADwASABQAFAARAA0ADwASAAsADgAIAA0ACwAGAAoAAwAFAP7/AAD7/wIA9//9//v/+f/6//z/+v/4//v/9P/9//f/+v/3//j/+f/5//f/+v/5//r/+v/6//7/+v/+//7//v8CAAYACQAIAA0ACQAPABMAEwASAA8AJAAqACsAQwB2AGUBdAG+/zH/GwC3AH3/Tv7O/r//uf8Z/3f/zP/H/6n/IwBMAPf/l/8iAGkAPQDr//3/NAAHAD8AcgBFAMP/5P8uAEQAQgAAAOj/7f8SACAAHwD7//T/CQD0/xoAKwBHAEEAPQBhAGgAogC/AIUAmgCrAEsANACkAIgAIf+k/ib/x/8r/4v+tP60/nn/4/+o/zT/l/8sANgANwC4//L/oQBwABwAUwDs/zwAEQDt/5sAWAAsAHP/1v+UAG8Ac/95/xoAFgA1/7D/mgCJAKn/J//8/88ANAA2//f/sQADACT/5//NAE0AYP9h/5gA1wDA/wz/IAD3ADcAwf+S//H/QQBfAOP/s/+EAFsAsP+k/wEAOgBQAM3/sP9NAEMAlv+l/xkAggCb/zL/FQCcAMn/U//1/10ANACY/4D/cAACAWb/H//u/7QA+P+n/77/IAA7ABAAaAD//5X////mAG4Ajf+Q/00AOgBjAOL/3f9RABsAmP8u/60AFwEhADj/ZP/jAMr/JwBpADcAqP+J/woAVQAxAOz///8WACQAIQDp/7P/CwAIAAkAHwAVANr/pP8nAAAA0P/1/6EAwf/l/+T/fACXAEn/T/8SAZwApP7c/+oAKgDp/oAAMAD+AKL/QP+C/38AfABd/7b/2/9LAE4ATv8I/6IBfgCD/rX/NQGIAMT/Vv9pAPv/SACJ/9H/KQBqAKn/UP9kAPT/I/9r/xkBxAAE/9D+gACmAP//bv/o/4cAjwCD/4T/wv/6ANoAAP9p/yYBJwCn/3r/aQA2Aer/gf/p/6YAZP+HAKgAm/9JANIAbf9e/pIAzQGFACL+qf73AKEBr/9t/vr/jQFBAKf+Tv9WAIMASQDd//X/QACW/93/sP9fAIsABwD7//v+e/+xAJMAbv89/3b/+v84ATUBXv8p/yIAIwEeAG/+yP9OAvP/9/38/nABqQC0/3r/Vf8cAOn/hgCEAB7/Cv8FAKwApQB5/0z/7//RAOUAo/8w/7b/RQBPAb0AXf9e/3YAswBNAOv/UQB3AFb/wP78AD4Cj//u/Rr/nAHtAPD+hf4nAMwAWQCt/7j/vwB1AIj/qf9kAGsAl/+P/y8AoADo/+b+SP+tADsBZ/+o/hIAEgG5AIn+xf7cAIIBTf/2/ksBcQBu/iD/RwJoAHX+MP4pAfwBW//j/bH/pQGCABb/iP4GAc4Biv91/lb/zgGBAPb+b/7JAIkA5/7z/rEAIwHZ/43/If9AAc4AjgBl/tb/7ADBAJb/zP8cAIv/iADpAAoBqP9R/4z/NAE/AbgAD/+m/xUAhgBCAEsAkwCi/3H/+v9mAeYA5P7W/ocADQF+/9T+Ov8nAMn/XP8iABYAsf9A/wQAAwAZAJsA9v/U/lL/1QDZACcAi/51/5kA2AAKALH/1v+X/10AdQDD/xf/2P8ZAML/R/+6/0oAtf/T/k7/fwAQAFT/y/6D/1YAj/+Z/zEA5QD3/yj/EQATAXABBQCF/ycAKQH1AJsAfwCvAHoADwCPAAMBDwEuAIn/AgCfAMgAEQCX/87/OQAWAJ//SP/I/xwA5f+K/x0ALgBW/3D/FQDi/4r/yf9HACoAXP+S/9b/OQAaADAAyP+e//z/zP8LAF4AjABg//7+mv9xAD4A1/8l/17/pf/z/8n/WP99/wIAnv9n/9z/zf+V/8D/0f99/63/kv92/wsAmQD1/1D/d/+mAAYBqwBpAJ4ApwCDAPgAogGzAQ4BdACgAPIANwEPAZEAKgAiAEoAUQBWAAYAy/92/yP/af8dAP//Jf/6/o3/v/+W/47/wv/w/4z/Zf/s/0IA3v/N/xkAIAAzAEUARgDv/////P///yQAAQDz//3/0f+u/83/q/8AADIAFwAb/5b+pf8SAEf/+/5//7z/lf4+/v7+uf+W/+/+rv7q/pH/UwBhANX/7f+AAKwAlgAKAbABsgHyAPsAnAHXAT0BDwF+AbMB+wCrAAEBAQGIAFkAaABKAP//8P/J/3X/Kf9J/4b/af8Q/x//O/8P/xv/XP9j/zT/S/+4/+P/sv/V/zAAVAApAE4ApgCOAE0AaQB6AE0AXwBhADMACAAHAMX/f/+8/8//Q/+i/t7+EP+S/nH+Pv9S/0r+Mv4q/0X/Zf5e/iL/T/8a/4f/cQCgAPr/0/94ACIBhgH/ARsCqwFTAZYBugHjAW4CtgIBAgcBCQF7AWAB2wD1AAMBPgA6/1H/7//l/0r/Dv8E/6D+Q/6F/gX//P67/r/++v4Y/zv/c/+c/87/JgB1AFgATwCFAMMAywD8AD0BJwHFAFgAQABXAGkAYQAYAND/XP8J/9z+Iv8b/3L+3v31/Rv+zf3g/Uf+bP4Q/r791f1W/kz/XwDHAJAATQBJAHYAMwGsAqQDKwMcAsgB+QEkAo4CbQPOA8sCSAGfAOUAPwF7AX8B6QDM/8T+ef7E/h3/Hv+x/gf+gf14/cD9P/69/ub+1P6w/sn+LP+3/zQAjgDJANgAvQDRAA4BPgFIAVUBZAFFAfsAuAB5AEkALgA3ABcAqP8c/6v+f/5U/jH+Av7K/Vb9BP0C/Wj92f3p/aj9gP3H/Yr+vP/gAGEBLAHfANYAWQFQArUDeAQzBEsDpAJMAn8CQgMABNADpQJtAbAAWQBlANwAAQE7AO3+8v2V/ZX9xf0c/in+wf0o/fj8Uf3p/ZL+LP9v/3r/ev+o/yMAsABEAZEBlQGSAZoBggFUAWcBjAFsARoB/ADCADoApP9k/13/Qv8L/9v+lP4U/pz9Wv1d/YD9k/1u/Uz9OP0g/Sz9Zv28/T/+QP+AAEkBgwGSAZsBuAE5AnwDuQQiBcME9gMZA3UCowJZA90DqAPAAmoBAgA//1//1f/W/13/qf68/aj8RfzG/ID9wv25/bP9mP2S/eX9q/6E/x8AcACzAOIAFAFTAaAB6wEhAjwCIQLkAacBVgHjAIIAWQA+ABAArP9W/9L+VP4N/hn+Mf4w/hL+6v2u/W79SP1y/Zf9tP3k/RD+BP7Y/cj9Sv59//wA/AFcAmkCPQLmAQ0CQwPFBGoFCAVWBGgDWwLPAUgCGQM9A30CSgEHANb+Pv5h/sj+1f5t/rn97vxm/F781/xs/fn9Sf51/ov+zv5H/9f/UgDcAGwBzgHtAfwBBAL5AdMB0QHmAdoBjQEbAZIA/P94/y//M/8l//n+pP5E/tn9lf2e/ev9OP5w/o7+dv5K/h/+Jf5H/n/+vf7//iX/Ef/G/n7+oP6W/0QBzQJmAyYDhwLpAYYBFAKhAycFegVyBAYDoQGTAFkAJgFKAn0CeAHe/2/+cf0b/YP9X/7m/q3+3P0Z/dT8Af1+/UX+Gf+n/7//w/8AAGYAtgD2AGIB1gEeAisCJwIkAsgBSQHZAL8AvwCUAEQA4/9v/8n+Uf4q/m3+nv6U/lv+LP4D/vD9Fv57/t7++v7S/pf+dP5O/kv+ev7f/vf+of4Z/iz+DP+XAAQC6wIoA7EC6AFzASsCiQPFBCYFywSyAzgCBQHUAIQBMQJDAqABgAAe/wT+lv3U/UT+ff5e/t/9T/0A/Qr9a/3t/YT+8/49/4r/9/9uAMwADwFUAZoB1AECAkECYwI3AsgBOQHMAIEAXwBRACQAv/8x/5n+Mv4J/jH+Wv59/mn+Tf4q/in+Tv6q/gj/Rf9h/1D/M/8S//X+6f7V/uT++P7w/rL+Xf6I/oL//QA2AskC2wKAAt4BdQHzATUDewTTBEkEOQPyAcAAOQCoAIoB7wFjAVAAKP8T/kj9Qv3u/Zj+tP5M/tz9jv1h/YH9Dv7o/oz/4P8XAGIAwAD2ABkBWgGnAcoB4QEGAi0CAwKJAeQAYQABAMv/t//I/63/Sv+v/iv+6f34/Tj+k/7V/uX+uP6B/n7+pv72/jL/YP9R/wr/oP5h/mv+q/6//qL+V/4f/of+yf9jAZsCGQMBA3ICpwFsAUcC6AMZBTwFdQQ2A6UBXgAUAOUA3wERAloBHAC6/nb9zfwH/dz9lf6p/jH+n/1E/S79Zv0R/gf/zf8gADoAewDWABkBOwGEAdwBEgIMAg0CJwIHAoQB2ABOAPP/tv+V/5b/gv8//7j+OP7m/ff9L/56/sL+7v7y/sb+q/7Y/jf/kf/M//r/+f+//1v/Hv8j/zL/RP9P/zn/0P4g/rn9Pv6z/3ABpwIFA5kC1gH5AKYAYAEMA50ECAU+BOICZAE3AMv/bwCOAUEC3QGeAB//1/0j/SD9wf2n/if/7P43/qX9b/2n/Rz+4P6y/1kAigCLAKQA2QABARMBRQGhAeUB7wHQAZsBQQGvACAAwf+0/8P/0/+x/2P/7P5v/gv+//1C/sj+If9L/zf/Ev/o/tP+6f4x/4D/pf94/yD/t/5W/gr+5v3b/eX9Af5u/l3/hABvAQMCKQIIAr4BzgGHAooDVQSUBDMEXANOAn8BPQF9Ae4BDgKVAaUAhv+X/iX+Hf5e/pH+gf4i/pD9K/0t/Yv9CP6L/v7+R/92/7L/FQCLAPgAUQGUAbQBwwHHAdQBxwG5AXABHQGqAEkA/f/F/5j/Yf8V/8z+ev5U/kP+Yf5+/qf+s/7E/tP+8v4w/3X/uv/b//X/8//z//j/+//7/8//iv9K/xn//f7j/sn+oP6K/rz+bP95AF8B2AHaAZgBKgEOAWcBUwI0A6UDfgOyAr0B4wCsAOkAeQHQAakB3wC4/5n+Af4B/mf+3P4W/+L+YP7N/YH9sf0//uv+i//q/xoAFQAZADsAewDZADMBdwGLAXUBUwEXAeEApACBAFwAQwAhAPj/sP9p/yP//f7U/s7+1/7//hj/H/8L//b+8f7//iL/Of9F/yz/Af/L/p3+l/6u/tv+3/7F/qf+r/7+/tn/1QCiARcCDALAAX8BjgEZAuMCaQOOAzkDfwKvASYBBQEuAX4BlwFEAYAAqf/1/qT+ov6//sH+qf5r/iL+7v3e/Qf+Xf7B/hn/WP+R/+H/JwB5AKoA0wD3AA4BNgFMAVkBRgERAdUAiwBIABQA8f/d/7T/gP87//T+1P7W/gH/K/85/zz/Of9b/2//e/+n/93/5v/X/9H/w//I/8j/rP+T/3//df9V/2H/X/9N/y3/BP8u/7L/kgBJAY8BSwHLAFgAXQDcAJ0BOQJ9AkcCxgH+AG8ATQCtAEoBsgGZAfMADwBD/97+5f4z/4T/m/9l//L+ev4r/jX+jf4a/6T//f8eAA8A/f/9/xYAQwBuAJkAqwClAIwAYgAtAP7/6P/l//L/BAD6/97/vf+F/2z/cf+e/9T/9v/2/83/pf+V/5//sv/K/9b/1f/W/8D/oP+S/5j/sv/U/+7/6v/U/6H/f/+D/8H/JgB+AK8AngBZAA8A4f8EAE8AugAFARMB4gCRAEoAOABJAIMAxwDoANwAkQA0AOH/q/+i/63/uv++/6r/lf+A/4T/pP/P/wkAJgA6ACUAFADy/+v/7v/7/xkAIQAiABEA9v/i/9z/3//z/wMADQACAPz/6//n/+//9v8IAAcAEQD+////7//v//D/+P/8//z/+P/s/+j/3v/e/97/5f/j/+L/2f/Y/9P/1P/V/9j/2f/a/9b/1v/Z/+D/6f/1//f//f/7//7/DAARACcALAA5ADwANgA2ADMAOgA8AEgASABJAEEANAA0ACsALQAxADcALQAuACMAHwAWABEAEQATABIAEgAIAAMA+//y/+7/7f/y//L/8P/u/+j/4f/m/97/5f/o/+v/7P/s/+r/6//q/+r/7//u//r/8//4//X/8//x//D/7//0//L/8//u//D/6f/q/+L/5f/i/+b/3//o/9b/4P/U/9v/1//b/9z/4//t/+z/9P/1//j//f8HAA8AGgAiACgAKAAqACwALwA4ADYAPgA8ADoANAA2AC8AMQAxAC0ALwApACcAHgAbABoAGQAZABYADgAMAAoA//8DAP7/+v/5//L/8v/t/+r/7P/p/+j/6//o/+n/7P/q/+n/6v/r/+z/7P/t/+7/9f/y/+3/9//v//L/9//1//j/9f/2//P/9//y//f/9v/y//f/8P/x/+v/7P/r/+3/6f/v/+b/5//n/+L/4//j/+f/5//p/+7/8P/1//T////7/wsADgAaABoAIwAeACUAJwAoAC4ALQArADAAKAAtACYAKQAhACcAIAAjAB0AHAAcABQAFQAQAA4ACwAMAAkABQADAPv/+//4//b/9v/3//L/8v/t/+z/6v/s/+3/7f/w/+v/8P/t/+//8P/w//L/8//z//f/+f/1//X/9//1//v/9/////T//f/2//z/9//2//f/8v/4/+//8//x/+7/7//q/+v/7f/q/+z/5//r/+v/6v/w//D/+P/6//r//v/9/wkADAASABgAGAAcAB4AHwAjACcAJwAqACgAJwApACUAKAAiACMAIAAhABwAGgAZABoAEQAXAA0AEgAMAAkACwD9/wIA+//9//r/+//4//f/+v/w//X/7v/y/+//9v/x//P/7v/1//L/8//u//j/8f/5//T/+v/3//r/+v/5//z/+//7//r/+//5//3/9//9//b/+v/6//j/+P/2//L/9f/x//b/8P/1/+3/8//v//L/7//z/+//9v/y//n/+P/7//z//f8BAAgACwALABEAEAAYABoAGwAeABsAHwAhAB8AIQAfAB8AGgAdABwAGgAcABgAFQAYAA4AGAAKABIACAANAAkACwD+/wMA/f////r//P/5//z/9f/5//T/9//0//T/8//2//L/+f/y//j/8v/5//f/+P/4//n/9v/4//j/+v/5//z/9//7//j/+f/8//z/+//5//r/+f/4//r/9v/5//P/+P/0//r/8//5//L/9v/3//f/9v/z//T/8//8//b/+//7//7///8FAP//CgAKAAsADgAMABUAEQAWABkAGQAaABoAHAAZABsAHAAYABkAFwAYABUAFQARABUAEAANAAsADAALAAwACQANAAcABgABAAUA/f/+//r//P/7//v/+f/3//n/+f/1//j/9//0//7/9//8//P/9f/4//3/+P/8//D/AADz////9//8//f//f/7//z/+f/2//P/9f/1/////v/2//X/8v/4//r//f/4//P/+P/3//3/+//6//b/+v/8//3/AQD4/wAA/v8DAAYAAwAIAAkADAAMABEADwATABAAFwAWABsAGQAWABsAFQAcABYAGwARABoADwAYAA4AEQANAA4ACQANAAkADAALAAgABQACAAMA//////v//P/7//z//P/6//n/+P/6//X////0//v/9f/4//z/+P/6//j/+//4//7/+P/7//r/+P/6//b////5//3/9//7//z/+v/8//r/+//7//v/+//8//r/+f/7//v/+//9//3//P////z//f8AAP///v/+/wUAAgAEAAMABAAKAAQACwAKAAwACQAPAAoAEgANABUAEQARABAAFgAQABUACgAUAA8AFgARAAwAEQAIAA4ACAAOAAMACwAEAAMAAwD//wAA/v8AAP//AAD7//7/9/8AAPf//v/2//v/+f/4////9v/+//X/+v/6//v/+//4//r/+f/9//r/+v/9//n//v/7//r/+//7//r//v/5//7/+f////r//f/8//v////6/wAA///9/wEA/v8BAPz/BAD8/wQAAAAEAAIABgACAAcABwAIAAMAEAAHAA8ABwANAAsACgANAAwACQAQAAgADwAKABAADQALAAsACwALAAsACgANAAgADgAFAAgABQACAAMAAQAAAAQAAAD+/wAA/P/+//v//v/3////9/////v/+v/9//n//P/8//r//v/6//z/+//8//z////6/wEA/v8AAP3////6/wEA+v8CAP7//P///wEA+v8AAP///f8CAPr/AwD8/wAAAQD7/wUA//8FAP//AwADAAAAAwABAAQABAAAAAUAAwACAAcAAgAKAAMACAAEAAUACgAFAAkACAAIAAYABQAOAAUACgAFAAoABgAEAAIACQAEAAEABAACAAMAAwD//wQAAwD7/wMA/v///wAA//8CAPz/AAD//wEA/P8AAPv/AAD8//v//f/8/wIAAQAAAAIA/P8DAP3/AgD//////v8EAP//AgAAAAEA/f8BAP//AAADAP///v8CAPn/BwD8/wAA/v8AAAAA//8CAAEAAwD+//7/BQAJAAUA+v/+////BgACAPz//v/7/wQAAgD9/wIA/f8IAAIACwD8/wQA//8HAAQAAgD//wMA/P8EAAQA//8FAAAABAADAAIA//8EAAIABAABAAIAAQACAAEA+v8EAAkABAD///r/BgAOAP7/AgD5/wIACgABAAIA///+/wYABgAEAPv/AQABAAMAAgAAAAAABAACAAMAAAAAAAIAAQAEAP3/AgD//wIAAQABAP7/AwABAAIAAgADAAMA//8FAPr/BQAAAAMABQAAAAQAAAAIAP7/BwD//wcA//8DAP//AgADAAEAAAD9/wIAAAADAP//BAADAAAA//8CAAIAAQACAP//AwACAAMABAACAAEAAQADAAIAAQAFAAIAAgAEAPv/AgABAAEAAQABAAAAAAADAP//AgD9/wIAAwD8/wYA//8DAAEAAAADAAAABAD//wAAAAABAAEA/v8AAAIA//8EAP7/BAD//wQAAAD//wEAAAADAAAABQAAAAEA/v8EAPr/BAD9/wYA/f8FAAEAAQABAAEAAwABAAEAAgACAP//BAD7/wYA/f8BAP7/AQD+/wUA/v8BAP///v8CAAAAAQD//wAAAgD//wAAAgABAAAAAwABAAQAAgACAAMA/v8GAP//BAABAP7/AwACAAIAAwAEAAAAAwABAAMAAgAFAAEABQAEAAQABQAEAAQADQAFAA8ABgAVAAwAIgAmAEgAagDtAH8CjgXqAvH8ofmu/HUBDQK5/pH8/f0RAfUBPgB+/kb+rgDiAt4BwP77/rQB3QOhBNYDpADQ/XT9bv+N/3f+Vv79/tX/WwDKAVsCMgFNAoYEzQPF/979Hv6Y/ir9xPvC/cYA1gBl/mn88/yiAX4D3f9//Uf/4AIbAUP+2v4fAcABvv/B/6YCrgHr/TD+VwCVAh0Adv3d/9b//f7K/r//LP/5/ZL+EP5R/xL/UP61/pj9SQCIATUA1/8NAHf/KQDCAAYBngDOAKj/Pf9NABgB1QBQ/3z/gQB7AbT/lv9QAHH/yP/2/3YAYwGc/nT+BgD9//X/vP8jAOL/gv+IAQAAyP5MAHwASwFGADL/hQCWAF7/ZP/j/3oAQwABANz/hgCL/zn/QP/bAF4AEwB2/47/dwDq/hz/BgCq/yQASP9d/8L/tABCADX+M/8dAHUA5/+i/tH/Y/8g/5r+T////3X/tf58/lv/lf8p/q79Bf+g/1L/c/+HAfsCPQIPAZABOwM8A6ECjQJ5Ax8DEgLEAcMBPgGlAG0A6f///w0Adf+l/m7+wP7t/pD+qP4T/5b/sf8k/yv/qv+o/2j/PADwACIB4QDQAN4A6AARATkB/QD7ANwAiwBXAA8ASv8i/yT/Iv9Z/yj/of58/iD+7f03/hr+pP1f/rb+U/6+/Wr9r/2d/Q/98vwg/dX88fvS/Bn/8QHEA+8DxgPVA9EDcwQJBnsHKwfABdQEpwQcBMYCEgEBAIT/Ov/T/kT+jf1s/En7+Prk+3n9Vv4w/sz9SP4H/5j/QAD/AKQB9gF8Ai8DwQN+A6UC+gEEAlYCUQK6AdwA2/8I/0r++/3S/b39dP0G/Rz9mv3k/cr90f1M/h7/5P+IAA0BQAE0ASMBVwGsAbUBiwH7AGsA3v84/2P+TP2K/DL8Hfzh+7T7XPve+vT5V/lt+fb6p/55A/MGfgdnBrMFxwXVBq4IjAoPC4EJ+gaQBAMDNgEN/0H9mfxi/P77XPtl+iv57Pe59+T4e/s8/tv/QQB8AOsAlgFxAugDRAX/BQUG0gVjBX0EIAO7AaYAHADz/5z/5f6t/Tz8H/uQ+vz6/PsJ/cz9Kv6m/kn/BAC7AKgBlgI/A4UDqAODA+wC8AHiAAIATv+X/pj9Xfwy+1v6o/kU+bn4nPid+J34ePhG+Ez5fPxTAXoG/wmBC+AKJwqZCrwLggz+C6MKlwj0BQ8DcgD//W37l/iW9i/25PbW9474u/jc+Dz57vqm/ZYAPQPxBJ8FuQXrBWEGnwaHBhYGOQVEBEUDHQLKABj/Qv3M+x77PPuV++T77/uv+5r7Hfw3/a7+KQB/AWgC8wJgA8EDDAQRBLQDJQN6As8BBgH5/7P+U/34++j6SPog+iv68Pmo+Zn58Pmy+sf7xvwS/ZL8NfyB/Ff/RwTJCfYMiw0wDNcJbghtCPoIpAjJBuUDuQDq/aP73vlT+Aj37/Uq9r33IPoz/Ez9zf06/jf/MAERBM4GNwgtCDQH5wWXBLQD/AICAsoAgP9j/nD9x/zr+x77k/rN+p77/vyU/sb/aQBvAHwA6ADeAfkC2ANDBB4EgAOUArAB3gAZAFv/uP5C/tT9aP3d/EP8wvtF+y/7avvK+z78tfxV/fn9aP5O/uj9U/2W/Aj8MvzN/nECsgZWCaQKUgqcCP8GZwbVBrkGjwWTA7cBXf83/Sz76vkC+Rv48vce+Rb7G/1n/pX/TQDOAIwBBAPPBBAGUAbEBcYEVwMeAtcABgAM/yP+cP0n/Q39B/38/AX9P/2Z/XD+gP+kAI4BBwInAgQC4AHvAfQBEAL4AboBFwFsAMD/L/+j/jH+8v3D/b39sv2+/a/9hv0+/R/9Gv0i/Sb9Yf2//Tf+c/5Z/qv9xfzf+yv7ffub/VABpQUSCdYKNwvxCYIILQeNBqAFQAScAu0A/P4f/WH71Pmb+Jf3gPdc+G764vw7/xQBYALeAkQDvwOeBE8FpQVhBaIEQwO6ATYA/v7i/dT8IPzQ+xv8nfxb/RP+w/47/5j/MQAOARgC9QJ7A44DGgNbAoYB7AB/ADUA1f9u/wD/oP5D/g3+Cf4D/vb98P0E/i7+Wv56/p7+l/51/gX+hP1a/Xf9vf3E/Vv9o/xq+zL6dflC+kL9rgHABpkKAw1sDaYMzwrXCKQGpQSEAnwAvf46/Qj8r/pI+e/35var9nr3tPnB/Nv/fQJ9BLUFHQZBBiIG+gVbBZ4EhQNIAusAhv8O/qj8Uvtf+ur5WPp++zT9zf5GADEB2gE2ApcCCwNsA7UDpQM9A3ECqAGrAKr/xf4s/q79af1g/av97f1B/ov+xP7Y/u7+FP8v/0b/RP9W/0r/H/++/j3+0f1u/TH97Pxs/O77+fre+fL4uPmw/GYBrAYKCxcOxA4MDsILdwnxBloEwAFP/2f9a/tB+lb59fgQ+IL3XPf797X5P/zX/wEDtAVPB/kH3AftBhcG2AS/AzwC6QB+/zb+C/0O/Fn7pvpb+nP6Qvu8/H7+iwA2AooDDgQ9BCEE1wNvAwADmwK1AecA5P9D/3P+5/2I/TT9Cf33/Fz9Av7O/q7/VgCZAF0ADQCO/zz/4P6z/nb+9P2a/en8vfw7/AT8bfvp+gD6FvnU+I76Bv5DA8UIeg1RED4R9w8EDRMJOgXUAbf+ffy4+ub5NvnL+Fv4D/is96r3XvgR+r78AQB+A5cGSwkQC1ALUwpuCAcGAgNEACT+tPya+//6mvpm+iD6Dvpo+kT7ufyx/v8AFwPZBBEGggYQBj4FCASIAgQB3//+/kj+xf2A/WX9Of0d/Rb9aP3X/ZT+cf9lAB8BlwGlATkBhwCv/9P+DP6E/RH9vvy9/In8IPzw+2v7tfq6+fH4hvg8+VL8iAG/B0QNbRE4E60SUw/iClUG9gER/in7j/k++IX3mPfx9yH4Y/j2+Kr5oPpR/B3/PAJOBSQIowoiDPULpwpMCPkEOwHj/Vj7nvnZ+PH4h/kz+tH6gfsv/CL9Ov4AAO4B3wNrBZMG+wZ9Bk0FwwMPAjUAt/6B/dj8dvx7/OH8U/2x/Rr+jv7z/mD/+v+uAD4BowHPAaYB/AAJAOz+3/3X/Br8lvs/+yv7Jvtp+5b7dPvp+gL6avkt+iT9IQImCK8N+BElFHETKRBICwQG2wA8/O/4wfbV9bH1m/bK9yf5QPpH+/77hvyh/Wn/1QFwBG4HQwo0DJ8MfQvxCDAF2ADM/L354fcq96333/hc+rL7CP0d/gj/7P/sACUCSwN0BHUFIwYMBmQFKwRzAlkARf64/JX7I/tm+1P8ef2H/nr/KABtAGwAYwBwAG0AiQCvAMMAbgD0/zv/Wf5D/UH8e/vJ+pX6l/ry+h77KvuS+vj5E/rk+9j/VwVeC00Q2ROMFJMSHQ7CCBQD5f29+cP2F/WD9Av1QPYe+PX5u/sg/Qv+of57/9oAjQIBBfsHrgo5DEAMtAptBywDmv7a+iP41Pa29sr3Yfkg+/P8j/63/58AbwH8AXMCBQPCA28E8wQjBdIE3gNBAkAAT/6b/HL7F/uB+178l/3H/sv/ZwDLANgAxQCeAGwAQwAjAPn/yf+c/z//sf4A/lD9WPyP+/j6ofq6+tf6Ffuu+j762/lH+4r+owNWCfYOeBMOFewT3w+lClUEuP4L+u324/Qi9LX0z/WL93D50vuI/Yn+Wf8AAK0AfgGCA2MGRQlTC1IMxQvWCLcEBADJ+xn4RfYb9vn2kvjO+jD98f5UAG4BXQKfAooCuwIFAxADRQPRAxgEmwPbApYBuP+h/SP8Pfvu+nv7wvxS/pP/jQBGAZwBSQHeAJEAGgCB/y//Fv/U/rL+qf6Z/hD+VP1l/Ff7SPqh+Vn5T/n4+D35zfoM/rACRQjQDYAS7xSlFE8RPwwbBiMAH/ud93D1gvTx9L31Nfev+OH6l/wv/i//NAD/ANMBKgNLBc8H1AktC0gLhQk2BvsBtP2y+Rr3LPaP9vb3/PmD/Hr+FAAmATsCqwLJAu4CCwP9AssC7wLzAqoCQAKYAXIA7/6P/XP8s/uh+1f8sv3z/kgAIwHCAXABDAF/AP3/Zv8e/xL/2v7B/qj+lv4z/s/9Tv23/O37MPvU+hv6VvmA+NX4lfp5/tEDyAmuD80TmxXkEy8QKwoYBBT+nvlC9oz0MfTC9Cn20vce+mf8Tv6K/2IA+gAiAdwBSgNbBYUHhAmdCvYJ1wdsBGIAMfz1+BH3rPZc9xz5efvC/Z3/OQFzAv0CBAPeAokC4AF7AWgBgQGWAdsB8gGHAZQAmf9f/kT9fvyG/Pv81v3Q/isA8QByAZEBbgHTAAcAdP/K/kn+9P0O/hL+GP4R/uH9Zv1r/H37ifq4+c74Qfih+Hn6S/50A1gJJQ+qE70VnhQVEUgL1wSE/p35FPYx9AP0v/RO9ub3Lfo4/BX+Uf9gADoBmAFIAlUD8gSTBkkIPwn7CFYHkgQBASr99Pn391v33/du+aT75f2q/ywBOQK4AsYCoQJGAq4BRgH9APAA8QAyAWkBWgHMAAYAEv/t/Qf9ovzl/ID9jf7U/9kAjgHYAcEBLQFyAML/HP+S/iz+H/4J/u/9sP1u/en8APwX+zP6bfml+Hf4Pvl9+13/dgQcCnoPbhMYFdoTPhB8Cj8EIP5D+dn1NvQz9BP1zfaN+M76ufyc/g0ARgEuApoCEQN2AyQE1wS3BTAGBgYaBUsD5gAh/s/7O/qj+RP6cPs//Q7/cgBZAbUBnwFOAe4AqAB3AHwAgwCkAKYA0wDXANIAoQBxAP7/c//l/mn+KP4e/mj+v/5D/3b/k/86/6D+6P0s/V/8qvtZ++364vrK+q/6D/qP+iD8Lv9WA1AISA3zEAsTLBKID74KhAUeAPH7jviM9vb1CPap9r33Zvkb+/n84/6QAP4B4wKAA/EDeAT+BKQFHAblBRkFhQM2AYv+Ofye+uj5TvqO+0j9A/9VACYBbwFNAQEBsQCLAGIAbABcAEsAFgALAAIADAASADMAHADh/2z/AP+P/nX+fP7x/mL/5/8NAPf/ef+m/tf98Pw3/IT7Qfvj+rL6X/oa+vj5/fpo/R0BsAWcCu8OnhEnEmUQrwzdB7gCRf7I+oL4VfdF96X3ZPiF+fj6ivwL/qv/5gDaATUCdAKIAr4CJAPMA1UEcwQgBBcDdQGD/839mPz4+yb88/wG/v/+sv8aACsA/f/a/8r/5////zYATABRAEwAXACKAJMA1gDQAMIAIQCv/8r+K/6E/TD97fyS/Cz8YPt/+hv5D/gh9wD3CPjZ+if/QwTvCdoOeBLQExMTGRC1C6oGkgGF/Tj6bfhm95T3xPeZ+Fj5Zfo5+3P8mf3T/hgAaQHUAhgEVwUuBrEGcQaPBRMECgLh/+79p/zw+wf81fzg/ef+sf8gAPn/tv88/+n+v/7u/jL/q/8nAHQAvgDoAOYAxgCqAFAA6P9d/87+M/62/T39xfxe/NH7F/tM+m35lfjR9y74x/kc/XsB9wY3DEIQohKNEkwQ5AtkB3UCof7K+5L6BPoN+k/6VPpM+i/6cfrn+u37PP3r/ocA8AE2A1cE9wRWBV4FCQUUBOECfAH7/8D+/f2p/dT9Uv7a/iT/Sv/z/pD+CP7t/dn9Nf4B/7f/ZQDuADUBCwHbAHYAHgDG/3//If+u/v/9B/3A+2f6A/ki+IH3f/cf+B/63/y8APoEXQnODDwPGhAWD58MSgnHBSUCjv+a/a/8/PvW+237Cvtn+vf50vkZ+vn6Xfwx/hMA7wF6A5oEFQUQBZsEvQPKAsAB+gBjAAgA3f/Z/8v/mv9Z//H+ef4F/rr9iv2b/c39Ov6j/g//cf/L/wQAIwBDAEgANQDw/67/Cf9K/lD9Svwn+zv6bvny+KL4KPmL+kv9rQDcBAgJWgxpDsEObQ1fChAHhQOyAL/+HP7+/TH+ZP72/SD92vvV+uz5//mw+jH8D/4QAKwB8QKQA5UDPwO8AiUCqAFsAUMBQgFEAUQBEgHbAHQA2f9G/5b++f19/Un9Pf16/ev9XP7D/hj/OP8i/+v+rf5c/hj+1P2O/Tb9z/w//K77Bvtm+mD6RftC/TYADwTbB/kKAw14DRIMOwk4BtgCTgC//oX+lP46/5z/XP9r/iX9w/uh+mD63fog/OP91/9TAYcC+gLKAisCkQHdAHEAcQC/ABsBnAEAAgUCzAFHAYwAvP/7/kj+4/2x/bD91/0s/lr+af6P/nr+Qf43/jr+OP49/mn+Xf40/gH+zP1m/Q79pfwo/BH8p/wA/gkA9wL6BYUIPgq5Cq8JZQfhBCUCIAAS/1D/yf/IAGoBZwFpAPH+Ov2o+9n69/rw+3f9Qv+7ALMB5QGjAd4ANACo/5T/3v95ADEB3AE6AlkCCAJ2AbQA9f80/6T+Uv4p/iD+Pv5W/kL+FP7H/UP9t/xT/Bj8C/wz/Jn89vwy/V79bv20/Vz+pP90AbMD/AXNB9MI5AjgByAGKARYAvwAdQCHAPQASQFjAdQAxf9V/vr88PuP++372vwk/mz/YwDlAOEAcQDW/0//AP8S/5D/VgASAdUBSQJRAvwBaAGeAN7/R//l/rX+w/7l/v7+Av/r/qD+Sf4G/sz9vf3n/S/+e/7n/jL/Xf9y/3j/S/8c/+3+8P4W/57/VgBWAVICMAOwA8wDZAO+AvwBRAHhANcAIQGLAf8BOgIfAqcB7wAPAEv/uP5r/mn+sf4F/0T/dv9p/xj/0/6M/kz+X/65/i//y/90APMAMQFPATABzQBqABgAx/+R/5b/m/+t/8X/yP+R/2D/Ff++/n3+a/5u/on+zv4S/0P/Zf92/2r/bf+G/7n/CgCAAPIAUgGMAacBewFOARgB/AD+ACwBcAGnAdMB3AGlAU4B9QCIADsACQDq/8z/t/+U/1D/BP/A/nD+TP5R/oj+0P5A/7//IgBuAK8AsACVAGMAOQDy/9P/1f/e/wMANABLAE4ARAAkAOT/qf+J/2z/Z/+A/5n/rP/I/9b/yv+6/7f/oP+S/5n/mf+e/7j/0//0/xoAQQBTAF8AawBhAEoASgA8AEYAUgB5AKMA0ADrAP0A7gDIAJcAVgAmAPP/1P/B/7n/vv/C/8n/zP/S/9j/2P/g/+P/4f/j/9n/2v/U/9j/3P/m/+v/9//8//r//P////f//v/6/////P8BAP3/9v/y/+j/5f/V/9v/0P/M/9D/0P/S/9b/2//a/9j/1//T/9P/z//c/+D/9P8HABMAHwApACcAJQAgACQAHwAtAD0ASABOAFsAXABWAE0ARwA5ACoAKgAgAB4AJgAiACAAGwAbAA8ABgD8//L/4//j/+H/4P/h/+v/6P/r/+r/7//k/+X/4f/i/+b/7v/y//3///8BAAIA/P/4//D/7f/q/+v/7P/r//T/8v/1//X/7v/w/+f/4//j/+L/6P/m//D/7v/6//r/+v/9//n/AQD+/wgACgASABsAIQAoACoAMQAyADMANAAwADcALwA4ADAAMgAsACkAIgAZABEADQAGAAAA///5//r/8P/x/+r/7P/l/+P/4f/e/+L/3//q/+P/8P/k//H/6//y//T/8v/0//f/+P/+//n//v/7//z//P/7//n/+f/2//3/9v/9//b/+v/0//n/9P/7//X/+f/7//v/BAD//w4ACgALAA0ACwATABUAGwAYAB0AGQAhABgAIAAYAB0AGAAWABIAEQALAAwACQAMAAgAAgD+//r/+P/1//f/8P/0//T/8P/w/+//8P/v//D/8P/w//P/8v/3//L//P/3//z/+v/+//r//v/6//3//P8AAP3/AQD+//////8AAP7/AAD+//v//P/+//3//v/8/wMAAgADAAgACQACAAsACgALAAoADQAJAA0ACgAKAA0ACAAPAAgADQAJAAsADQAFAAQAAgABAAIA/P8AAPj//v/4//3/+f/8//n/9v/6//b/+P/3//j/+v/4//j//v/5//7//P/+//3//v/9/wEAAwD+/wUAAgADAAgAAQAFAAYAAgAFAAMABQAAAAQAAwACAAMAAAADAAUA/v8FAP//AgAEAAUABQADAAQAAwAEAAMABAAFAAIABAAFAAIAAAABAAMA/v8EAP7/AwD///z/AwD5/wAA/P////r//f////j//v/+//z//v/7//v//P8BAPv////+/wEAAwD//wMAAAACAAAA//8EAAEABAACAAcAAQAIAP//BQAEAAQABQACAAYAAgADAAIABgD//wcA/f8JAPz/BwD9/wQABAD//wUAAQAEAAMA/P8AAAAAAAD8/wAAAgABAAAAAgD+/wEA/P////z/AgD5/wQA9/8DAPr//v/+//r/AAD7//z//P////7/AQD///3/BAD5/wQA/f8DAAEAAgD+/wcA//8CAAIAAwAEAAMAAwACAAAAAwADAAIABgABAAQAAgAFAAIABQD9/wUAAgACAP//BAD9/wQAAAD+//7///8BAPz/BAD5/wMA/P8CAP7/AAD8/wAA/P8AAP///f8BAAAA//8AAP7/AgD6/wAA/P////v/AAD7//3//f8GAAEA/f8AAAMA/v8IAPv/CAD+/wMAAwAEAAMAAgABAAEA//8DAAAA//8DAAMAAwAAAAQAAQAEAP//AAAAAAIAAQD//wAAAgABAAMA/f8CAPv/AAD+/wAAAwD//wQA//8EAP3/AQD//wAAAQAAAAAAAwADAP//AAD+/wIA/v8FAP7/BQD//wIABQABAAIABgABAAQA/f8FAAEAAQAFAAMA//8BAP3/BAD//wQAAQAFAAEAAwACAAMAAAAGAP//AwABAAMAAAAEAP//AwACAAIAAQD//wIA/v8AAAMAAQACAAIA//8FAP//AAAAAP//AwADAP7/BQACAAIAAwABAAIABAD+/wcA/f8BAAAA/f8DAAIABgAEAAQABgAFAAMABAAAAAYAAQAGAAIAAgAIAAMACgD//wUAAgACAAEABgACAAcABQAFAAMAAAADAAMAAgADAP//BQADAAUAAgADAAIABQABAAMAAAAFAAIAAwD//wQA/v8IAP//AwACAAUAAAACAAEABAACAP//BAD//wcAAQAFAAMAAgADAAEAAQAAAAEAAgD//wUAAgADAAMABAAFAAIABQABAAQAAwAJAAQABAACAAUAAgAEAAIA//8FAAAAAwAAAP//BgD+/wUA/v/+/wQAAAACAAIA/v8EAP7/BQD+/wYA/P8EAP3/AQD//wEAAQD+//v/AgD8/wAA+/8CAP7/AgABAAIA//8CAP//BQD//wIAAgD//wAAAQD//wEA/v8EAP3/AgAAAAIA//8BAAEA//8GAPv/BAD+/wAAAwABAP//AgD8/wMA/v8EAAEA/v8DAAEA//8AAAAA////////BQD+/wMAAQABAAQAAQABAAEA/f8BAAIAAQD//wAA/f8BAAIA//8CAP7/BgD9/wUA//8DAAEAAAAAAP//BAD9/wMA//8CAAIAAAACAAQA/v8GAP//BAD//wMAAQABAAIAAAAAAAEABAD+/wMAAwAAAAAAAQAEAAIAAgACAAAAAwD+/wMAAwD8/wcA/f8CAAEAAwD//wIAAwAAAAUAAgAEAAEA/v8EAAEAAQACAAMAAAABAAIA//8EAP7/AAAAAAEAAwAAAAMA/f8CAP//BAAAAAMA//8EAAEAAwD//wYAAAAAAAIAAAACAAAABAD//wUA//8CAAIAAQACAAMAAQADAAMAAwACAAIA/v8EAAMA/v8DAAEAAQD//wIAAQABAAMA//8DAPz/BgD//wUAAgAEAAQAAQD//wIA/v8CAP3/AwD8/wIAAQD//wYA/P8CAAMAAAAHAP7/BwD9/wYAAgADAAYA//8FAAAABgAAAAQAAQD+/wIAAQAAAP//AQADAP7/BQAAAAIAAQABAP7/AAD//wIAAQD+/wMAAAAEAP7/BAD8/wUA+/8AAPz/AgD8/wIA/f8DAAEAAQACAAAAAwAAAAQAAgADAP7/BQAAAAUABAD+/wYA//8DAAQAAAAGAAIADQAJAAwADgATABkAIQAoADoAOgBaAGYAtADZAPAAtAADAWwApP6d/bX9Ef6G/t3/wwAgAR8B2gAVAIL/Iv8v/2r/9v9iALAAyACsAEwAKQD2/xUAogBXA1EEMANkARv/oPxG+2z7Xfwo/j8AvwEmAtwBpAAy/yj+DP6j/tr/CAHkAf8BNQFZAAYB0wFIAVcAZ/9z/vz9a/4w/xkAAwGdAX4B5wHkAYAAjv5p/Q39fP29/+QCdQRfA1QB3v5W/c78n/3e/pgAsgHZAncDKAJOABP/D/4Q/lj/2QCLAQkCcwEAAWAADgB9/0f/of5I/lz+2P4w/77/2v91/0j/Gv9o/4v/VQBpAJAAOgAUANX/IQDY/0EAMAAnABoAQgCqABgAIQA7//j+tP4a///+Tf9N/zf/Z/9f/5b/SP+W/6X/FQDh/18AXgBmABQA6v/R//L/RACSANYAqACjACsAJwAaADYA3v/f/8D/Nf90/4L/av+f/5P/qv/Q/8L/9/8EAKX/qv+R/zD/8P8eAGEAewBsABkAqf+H/0n/CAAaANn/2/89APH/Jf/f/5n/Y/8oAN7/vv88ADMAKf9x/67/Yf/i//f/T/9O/+7/PQBgAKgAbAE0AE0AZAC0/wAAKwADAK4A5wAvAJwA2v87/7//oP/R//EAHAFBACwAsv8v/gz/QQCpAEkBZwHVAI3/EQAS/9r+zf9sAZkA3gCUAaEANQA0AJcAzf/i/8IA6v8VAJcB8/9B/zkA0f56/lv/EwCA/7P/+gBCAL7/SgCZAOf+7v8sAhABLAFiAvf/1v9S/+D+8P+c/x4BhwDQAEn/lP5I/2H/av93AA0AsP8EAYH/7f8wAAn+sv7hAN7+gv+zAgr/bv5XAWf/nf4qAZH/0v+SABQAVwBAAHD/QwHAADYAiwDn/sgAGgASAXn+RQBp/3/+3f8A/7z/vf+s/1MARgCD/u4AcADD/+AA/QCb/REAQgHO/jwBsgD2/WYCcv+2/pYCmP5O/0gCzQAM/pICkwFM/EsAof+F/mQA8wH1//L+2wHYAez9eP/NAfT/p//bACcC5v+k/9UA8v/x/R0AhwDn/ZkB3gL8/eD+/gJZ/yH/nwOi/jP9LAHm/+wAHQSz/Qb+TgFh/m3/2QJt/+r+cgJN/tP/EAN9/sH9uP9v/6n/jQEQACoAhAEw/77+HAFsAHT/cQCYAGkAuf6gAFUAXP4k/wEAUAAOAH0B+P9g/lUA6P4eALwBG/7MAKoAJP5VAcUAMv4EARv/+v8bAo/+QwDBABn/vf8yAcv+3/95AXT+6P6KAN//d/4dAWf//P6RALMApP5L/xgBdP90AG4A3/8SAIH/Bf/l/lb/JQCM/9r/xv9eAEYAg/5YAOz+6v+mALQAbP+bAHwAF/9G/zz/2P/f/pwABwFP/wcBOP7eANn+pf5QAAUA/f/qAIb/8/+WAGH/q//a/5j+5QCjAdv+/gAgAI4AoP8WAbf+6P68AEAAw/9BADoBPP4JAPsAc/4LAb3/ov+XAAcAggCxAHT+HgH0ANP+WgBZAaT+9QBrAHD/bQEW/2oB0/7H/gYBM/+tAPr/KAFA/14ATv+r/xQAUP/LAAoAcf8IAeMAbv94/0QBu/5fAK8BIABqAAoAPP9mABUAfP9kAOj/oACt/8z/NwA1ANr/1QBA/5IAFwDB/8D/NQDG/0IADAGP/yEAPQE8/xwAVQAk/3cAbADJ/skBbgBA/5EBkf9R/6kARgBL/0UBTgDS/hIAYQCJ/wr/kQFK//7+hQJh/iIAgwH//jUAJQFf/vb/xwDN/icBPQA8/64AfgAV/iwBMAAM//f/bgDd/5gAOP94AEcA0/6I/2cBrv6U//oAbf+MAPP/0P8ZAEIArv/c/usBu/7BAIUAsP+k/3D/OwHv/S8BOwBc/3sAp/8nALsAHv8/AN3//v9xAKL/ygCC/3sANgDi/10AWgBI/7sAPQCU/hwBl/+I/8IAuv92/zgBOf9AAFUBlP++/1sAigC0/yAAzQA///r/rgHE/TIAswCK/sn/4v+eAG/+fQAHAJP/RgCL/z4B+//G/mYC6P6EAA0A7QC6/pEAtwCF/3b/JwGU/mcB+/4MAKEAF/98ALr/S/9JAV7/av8fAbz/7P+wADr/UwEa/3cANAC6/zIBvf7nAD4Ahv4HAY7/kv9VAJv/hABs/xoB0v89ABf/YwG0/lUABQBhAIv+qgEF/hoCCv4PAcH/IQAQAPkAsf+VAOD/PQDSAGz/EQH4/pwA0P/F/7UAP/90ALYAvP8m/58B8P5oALAAlv+//6UA8v+DAOD/LQA1/1YAMwB6/0oAkP/l/6D/EgBb/47/RwCW/7z/Sv/NAOD+7wCQ/0EAwv/TAPX+jQFi/9H/FgEzAN79zgFU/8X+mAGh/pH/HwGU/q8A7/+XAFX+3QAYABX+GQJF/uAA5/5hAOD/3f7SAMH/Nv8EAdD/UgC0AET/hwFD/kUBav8YAGAA5v+L/+kAYP++AMb/bQAi/w8BFAC4/9YAM/8pAJkAu/+E/+gAGv8GAVD/wgC8/xIAgwEU/lMC2P4mAIIArf8tAAgA3v/yAG7/bP9AAZH+YQAAAHr/tv8KAEr/pQCM/8n/sv8OAB8AS/+GAFkAdf7WAIIA//4/AHkA5f+d/1wA1f8sAJX/+/8UALn/vAD2/ggAvwBJ/ngBJf+R/y0BEP8ZALYA2v4yALgAx/6TABMAAP8AASH/CwC6ADv/VwAEAFIARv+wAFsA0P6+ALT/n/82AEMArf+S/+UAl/7zAGH/LABEAM7/7f9PAG7/nwDy/hkB4v8u/2kBoP+X/k0CQP7C/wcBGP/t/7EAp/7+AGD/7/+1/1UAQ/+xAGr/s//VANL+tgCJ/0sAZQCm/kMCVP5ZAF0Bg/6FAOYAOP/b/ykB6v5hABkA2f+iALz/JACvADr/8wDx/loBhf+d/9IAbf+wAO//FgDx/1QAGACJ/5YAEgAv/9cAj//t/+z/lgDM/mQBN/+5AAf/JQG+/r0AlADW/ngB8f7aAM3/Wf+pAPf/ZP8DAd/+mgCr/yUAZAC2/t4BWP7XAAIA6/9MABcAMgCo/0gAUgCI/jUBP/8qAL7/IgAuAMT/d/8NAYf+5wDn/y//xwDp/7T/oQBZ/wMAXQBfAGP/HQAyAJv/0AA9/ycAvADm/rEBIf8AAJkAn//p/wcADABl/7gAzf8Q/zABL/9oADoAw/4rATf/kv/pADn/x/9c/1UBd/71ADEAhP91AF8Afv/ZAOX/TQDp/+r/SQAFAA4ApP94AIL/PwDq/58A4/4bAS3/qf+XAN3/O//PAOf+owCc/7H/OwBK/8gA2f4uAPEA2v4OAbb/XAASAGv/5wCo/0r/awF1/4H/XQF1/jsBPv/w/wcAxQD5/tv/pgEG/pkA5ABp/mEAWgDU/5r/VgB6/3kAd/81ANn/YQA+/7kAj/++/2gA8P/g/zIAHAD5/6H/JwBu/zsA2//D/2QAtP/W/04A+v9U/x8Bmv5KAVj/MwAoAPP/HABz/4YANv+GAH7/RQAHAE3/ZwDH/wsAXQB0//z/jwBZ/4wAh//ZACH/FgCRANT+qQD3/3D/2QD+/hkBvP9d/0cBlP6oABcAf/8OABIAOACS/9QAv/6bAdf+BgBDAOf/O/+cAY7+xQC4/ysAJADI/gICsv6J/9kBif7F/70Bkv5zABsA+f8TAP//OAC+//H/AQGA/g4B9P8c//YA2f4lAeb+BwAEAYv+qwBAADD/dQDw/6//uv+eAIL/8v9JAJr/qwAe/6gAYADf/hQBV/9RAOT/y/86AVr+zwBhACn/mQAXALT/MQAyAPz+ygEl/rQAkQB2/uAASgAD/5UAsv9x//v/jP/BADT/LwAHAIT/AgD3AJH+3QBzAA//hQAuAAUAOAC7/9MA+/43AMsBRv3vAUsALf6HAcD/gf9rAGMATv+lADMAAv99Acf+FgGP/0IAaf/9ANP+pQATAEj/WgE5/u8BVP7HACUARP+LAHf/ZP+CAZb+iACGAGL+sgGj/sQACv/NAB8AIP8EAY//3P+iAKT/Z/8LAZb/5/8VAOr/hv+GAN///v7kAfL9uQGL/5z/ywG3/R0BWgH0/SIBeQCh/gYB0/8nAMP/uwAHANn/dgBs/5YAPACj/9v/HwGG/g8BZgD//g8B7f5FASn/BwC/AE3/hQDB/yv/AAG8/6H/iACC/28Atf8ZAf/+9gCS/+z/NwGR/hkBXv9QANX/JwDc/z0A1/4oAWz/Vf8RAc/+TAHO/mAA5gD9/nkAgwCr/sIBSP/T/+UAgP8LAIMA1f9j/zcBRP9I//cBs/32ANAANv5BAUD/JgBhAIf/cwARAJf/yQBa/xQBpP9u/wwB5P+d/sUBVv/r////JABXAHX/DQBTAEv/IgBrAEb/jQDt/2b/0QAtAOD+6gEp/6X/PQER/wYAGQAGADL/qwCc/97/pv+GABUAW/9yAAIAkP8rAKL/iwFV/d0Bgf8T/0YBkP9Q/2ABiv7vALz/nf/eAD7/iwCyAKL+jAGZ/7z+HQKf/tz/dgA8AMz93ALM/WQA7gBG/jEBIf9H/78Bdf4HAPYA7P6C/+sBjf77/4kAAgBA/zEB7v5MAMcAcP4TAYr/cwBh/4sA9/+x/2EAngB9/ywATAD2//D/+v8NADgAe/8gANsA3v7FALz/6f98AMD/WgC0/9gAyf3DAnf+aP/2ART+RQAyAcj9OQGN/zT/yADZ/ogASwBE/2AANgCB/xMAMABCANn/KwAQADMAav9dAQn+SQEwAOv+zwBbABP/6QCm/3r//QCn/hsBuv/2/8T/DgG0/gwAMAHP/vX/twCm/1IAaf/lAD7/zQBAAFz//ACo/w4AJAB5/0gBh/6DAMEAmf4TAbz/df+f/8UAMf96AOL/4/6uAez9TQEQ/64A6f+p/34A1v/b/9gADP9NAX3+2wA2AfH9xwEMAKj+BwI6/23/qQGb/pkAhADL/oQATQD3/nIA6wCx/S8Chf8I/1kBQf/1/wMBcP5dATX/OgC0ABL/4gCZ/14Ar/8YAGQAof+ZAF7/NwCCANT+PgFk/6n/ngCR/0b/PQHa/rf/2QDe/sQBKv4MAUwAV/7gAYL/Jf/0AIX/EgBm/+gAwf+E/6EAjP+lAMD/AgBpANT/wP+8AOD+yAH8/aQBjP/Y/l0CaP7U/2wBFP40Arz+lP+TAb/++v8JAfv+/wBO/wsAlwBI/3YAT/+iAIn/2f8b/2gBvP7O/50A0v9JAH7/GwDCAKT+IwHM/jMBif9M/uoCrf0SADgBwf4fAZP+XwBzAaf9jwGe/yr/GgDqAMP+wf+PAf/9rACyAXT98wHZ/3H/bQAQABv/sAGJ/u4AZwD7/v8AWv+cACcAa/+QAav+SwDTACX/cAAJAJ3/zACZ/ngBjP9c/1gBJf+f/+EAoP+u/yMAdgDh/8L/rQBb/xEAFQBb/7j/NAFK/sz/aAEk/2b+1QHS/4P+XwFCAL7+9QAHAdL9gAGsAAf+YgCWATL+NwBqAGr/mQDj/5P/PAEM/yAAmQDX/7H/7AC2/sIA3AHz/ngCx//0/IUCn/7u/jgCIf3rAAYADP9kAE3/ugDG/zP/owHK/wH/Xf9PAgz9igFYAEL/zACt/5H/4gC+/5b/mv9JAQYAb/6XAj/+4v+wAPX+BgH0/nIAWAEI/hYBIwCN/tUBNQCS/WwC7f5LAAX/sAGu/qr/3wH5/asB3v+0/8X/BAFF/2sAjQC+/mwBxf/u/6X/gAEw/l4BjgDz/u8A2/8YABn/4gB+/+MAff9KAHkACQCP/5gA2QD8/lkBJ/9v/+AA+v7s/7EAOf77/0wBRP67/z4BEP4IAAABq/4EASQAyf51AUb/yP+BALsANP43Aer/Bf9qAbD+RgARATD+DQHv/zgA5v62AO3/df9YAFIAXv9pABP/BwF+//7/yv/+/8D/YwF9/iABOQBe/6IAIwFS/3AA9ABM/pcBIf8y/1UBlP7m/00ASf+B/zX/jP8dAK//H/8cAcP/FP9nAND/SwB1/4//YQEl/r0AUwAq//QABwAZ/voBjP+i/moBav/Q/iYBzf55AK3/0P8pAHYAnf/y/0r/0QDy/mgA9P+Z/xoARgBt/uoA2/+5/14AbwA6AJH+KAHt/mD/fgCNAFL/fQBrAN3+CgE+/3D/mQDH/6z/+P9iAOP+UQD+/6P/qgB2/1kAeAHc/YYCgv82/8wADgARAPoAJQDq/uUBe/+R/0kB/f99/z4AaACw/uwAH/+I/9IAav9nAF0AQwAUAIwAIABxAAEABgDWAIT/3P+BALz+owAGAHb/mwAhAEX/OwCPAD7/hADQAN//eQByADUAev9dACIAc/9FATv/WwDj/0cAg/9YAKH/VADb/wgAdwAEAHX/JQE4/9QA6/+lACsAVABZAML/qQCk/xUANwDj/5r/NwCV/6f//v9jAEb/0f/JAHj/wP/XACv/tQAwAEf/sgA4ADP/wQA3/+T/lgC7/+D/PgAWADX/agD+/1j/WgBqALP/DQBjAK3/3/+oAKj/7P+6AKv/uv9GADb/zf96AJL/fwDW/87/tv8fAOn/3P9bAO//kf8SAKr/5/8dAJv/7P+CALr/FAASAOT/Qv9GAEkAa/8JAGAArv9oACsA4f9TACgABQCIAMH/PQBpAMj/RQBSAMr/VABUAMn/CwBkAJH/vf8sAMz/Wf+pAJT/sv9pALT/cf9dADkATv9YAF0Asv8wAGMAzv/c/zUAEADb/zcA/f/Q/+P/KwBPAAAABQD//8//DQAWAPj//P8HADAAEwC0/4cABQDN/+f/xv+0/9b/vv/b//3/w/9JAAoA4v8tAAsAJABIAFUA+P9JAA8A7f/p/yUAyf8KAOv/NwAeAP//ZAAjAFIAIwAyAGAAHQDh/0UANgC1/9//OwCd/9j/v/+h/wkA5v/4//3/7//U/x4AMQDn/x0AAgAMABUAIgDB/8L/1P+W/woAPwD9/77/7f/Q/7r/GAAOAM3/9f/3/73/KQC9/6//AAABAMf/8//z/7r/uv8mANv/HgAgANr/2//m/53/1/8PAPf/5f8OAAEAtP8RACQAEAA9ADIAIQAhACoAAgAaAEcAMgBRAGIAbgAsAEoAPgAvAD4ASwBJAFMAUgBCAEcAOgAmAEQARQA2AAsAEQD3/8r/9//z/6X/8//R/7T/5f/y/5//uf/a/6H/hv+X/3L/S/8b/+/+RP4y/kP+Tv6B/pT+VP4X/vD9pP1M/QL92fwT/uMA+wKDAvsAuwBuAXkCeAPNBDMFgwScA0QDLwOfAikCWgK8AsYCGgIRAVX/Nf4a/uv+df8x/2P+gf20/H/8+vyv/Rb+av6t/tv+1v78/kj/IADtAK8BFgL/AUwB7gAmAYgBwwHSAYQBugD6/53/X/8n/wP/9f6X/gX+Xf3H/Ej8C/xN/Nv8Ff2I/O37ofvT/GT/CwJwAgwB7gAVAlYD7gPtBL0FTAWcBG0E3ARHBEgDjgKzAscCXwK1ATYA1f4a/p3+7P5Y/sz9HP2M/Br8q/wu/Tf9UP3g/XX+sv4I/5f/JwCjAG4BHwImAvIBrAHfAQsCPwISAq0B7QA4ANT/of9X/87+ZP7g/WH9Gv2F/OP7V/tF+537ovus++763Pu3/nwBpAG//2QAGwLOAykESwV/BuQF4gRSBIkFcQW+BL8DgwN7A1YCcgEOAJ7/3P6r/rr+UP69/Xv8DvzO+2D88fwq/fD88vyN/Rj+t/5a/z8AoAAjAb8BMwIvAiMCcwKzAtACkQIjAlMBsQBIACEA6/9U/7b+Av6a/RX9xvzA/Hn8HvyP+5H7cfuV+4L7TPvA+57+AgL7AtMAyP8lAT0DugQbBlgHmwa4BJ8DhwSQBV8FdASDAxIDEQIdASIAhf/o/oj+xP6N/sr9NfxJ+3T7dfx+/Yr9PP3U/OD8d/2p/vb/lADGAPUAaQGvAf0BQAKHAsgC2QKiAvoBLwGKAEgAPAAuAKn/v/63/ej8h/xX/Dn8zvsb+9T6xvrz+mH6Q/sa/iQBkAGL/4z/PAFiA/kDSQXcBsoGLgX2AygF5QXMBaQEYwQiBLoCWwETAE0Auv9U/8f+fv7P/Uj8yfvH+4f8n/zV/OX8s/zJ/AT9Iv4U/ycAcwDNABwBcQHPASQCyAL6AvACkgIrAqABDAHLAI8AdwDN/xz/HP6g/f38w/yZ/GT86PsC+736hPrv+pL6evsr/l4B3AFN/9b+wwCXA2QEnAX8BpEGjQRFA/AEXQZpBgkFTQTDA1sCNgFcANIAPwB5/6r+Uv6z/VL81vsF/Lz8yvy7/K78jvyL/Oj8F/5S/zoARwBiAKwAHQGrAVsCAAMKA7QCRgIDArUBXQEXAdMAcgDT/wb/TP7M/VP9/fzE/Ez8qvsM++361/rA+qL6N/v7/fQAvAFh/5r+qABYA00EGwW+Bo4GlgQlA8EEmwZ8BhsFLAThA4wCTwGtABYBrACN/7H+WP7z/bv8GPxO/Mn8vvx3/KD8f/yP/Nb8A/4e/9D/6P8KAHkA9wCnATsC0wLZAnoCJQIMAvwBmQFMAegAjgDm/zn/of49/sX9Rv3Z/Ir83/tW+wj7P/sa+/r69Prh/LD/fwFBALv+uf9OAuIDYwTBBYAGOwVtA98D9wV9BooFTAQeBCgD4wH2AB4BJQErACD/jf5W/l/9ffyD/Pj8+/xP/G/8s/zh/NP8gv2Q/lH/e//F/1AAxAApAaMBVwKqAnYCKAL/AQQCwgGGATMB6QBGALL/C/+6/mH++P1Z/e/8WPy5+037cfuC+zv7vfoY+zv9OQBWAdL/pf4gAGcCiQNDBAsGcQa7BPoC/wMSBlgGPAVyBCAE7AJ6ARwBlwFiAQkAEv/D/of+ef2y/MP85Pyw/F381vz8/K/8gfw+/Yj+Of+T/9X/QgBpAMMAjgFnAqgCVQIMAgYC/AG3AX8BTAHrAEQAzf9c/wz/Z/7r/Wv9AP1s/Nj7jftd+0/7J/sS+8j7zf0hAJ0AQ/+6/lYAlgKzA1UERwV2BUcEYwNHBNUFLQYYBTAEnQPrAg0CeQGBAS0BZQBm/8b+eP7l/UL9xvzH/OL8x/yy/K384PwB/Un9EP4E/6D/oP/S/1UAAQFtAdkBRAJUAgsCxQHeAeYBlQEqAdMAngAYAIX/F/+l/iH+cP0s/b78Efx4+1H7lPtv+zH7tPvV/f3/XAAk/9f+VwA5AjkDCgQPBUQFJwRDAwUEjAXsBQsFLATIAwoDBQJtAakBdQGMAH//Nv/Y/hT+PP0I/Rj97vzE/Nb8Bf3b/Mb8Kf0D/uf+R/+N/9z/TACUABIBtAEzAiIC7wHnAewBxwF5AUgBEQGyAD0AxP9y/+j+aP7h/aL9LP2X/Or7tfuu+637d/t4+5r8hv4eAO7/GP9U/+AAXwIcAw4EBgXjBLADRgNfBG0FSAWNBCwEpQOgAsgBnQG9ATgBRQCe/1j/2f73/Wn9S/0m/eb82Pwq/SD92PzR/GH9Mf7D/kH/nv/4/ykAdgABAZwB/AHrAdoB4gHmAZUBXgE4AQgBoQBCAA0AoP8K/3P+FP7M/Wf91PxE/OL7mvuk+5D75vvz/L3+3P+B/9b+P//dACoCBQPXA4cEPQRoA2sDRgQyBe8EcQT/A5QD0AL/AcsBngExAWgA/P/K/yX/NP6P/X39Vv0a/Rz9WP1H/dz87vxq/R3+hP79/m//z/8NAFAA2QBLAZYBogHDAeUB3QGSAVYBRAEUAbgAbwBGAOP/Pv/D/nv+J/6+/VP97vxm/AH81/vq+9X7F/xB/fj+CACa/xb/kv/5APkB0ALSA38EOAQ/A10DKgTQBIUEHgT/A4MDrQLiAckBjQHqADYADQD0/zj/YP6//Zb9MP0U/Ur9of15/Q79Ff1+/RX+av70/nn/2/8AAEAAyQArAVQBYwGwAdcBzgGPAWoBJwHmAK0AlQB6AAkAhP8M/8T+a/4G/r/9Yv3h/Fn8N/wv/Aj85/uK/Oz9Yv/m/5f/aP8DAA0B9gHeAtEDUATPA0oDewMjBE8EFwT+A8wDQwNyAgYCuwFHAawARAAlANX/QP+U/gf+i/0z/S/9gf26/Xz9Sf1P/a39/f1u/gj/df/G/wAAagDPAPkAEgE0AXkBrAG2AZsBcwEgAcIAkACFAHYAGgC2/03///6M/jP+4P2G/QH9n/yf/Kr8j/wg/F78eP3x/sf/uP/G/xkAyABFATACOwPoA8oDXAN5A8AD+QO+A64DlQM2A6sCMgIFAnYBxAAzACEA/P+g/xD/o/4O/n39O/1//cT9uf2H/ZX9yv0C/lD+vf4w/4D/vv8yAJ0A5gDeAPkAJQFlAYIBiwGJAUgB9QCqAJEAhABPAAAAnv9d//3+rP5V/hD+wv1R/QH9yvzX/Mj8lPx6/Cv9cP6l//L/7f8NAJsACQGgAZ0CjAPKA1oDOAN8A7cDjQNjA3ADMQO9AkACDwKnAfwAVgAWAAAAxv9o/wf/mf4I/nr9bP2q/eH9xv26/ev9If48/oX+7/5U/37/4/9kAMgA4wDVAPwAEgEyAUgBawFmARwBzwCbAIgAWQAfAOb/rv9l/xf/5/6o/kz+1/2j/XT9S/0f/S79Gv3X/ML8qP0I//f/IwAdAHsAtwAPAbEBxwJ4A1gDKwM0A3QDUgMjAxkDCAO8Al4CKwL3AWQBlQAPAOT/3/+q/2b/Hf+r/gz+sP2u/dz92/3d/Qz+R/5t/n/+r/76/jz/iv/2/3IAvQDKAMkA3QD1AAoBLwFHAUUBBAHPALEAiQBNABYA6f/G/5D/c/9L/yj/2/6h/nz+ff5t/lf+N/4V/vj9y/3K/cn9zf2W/QX+K/+FAAABzwDNAN8AFgFKAWMCOQN7AwkD2wLgAqkCgAJlAowCMQLrAaEBlgEqAYkA7v+R/4n/cP96/y3/0/4//uj9x/37/SP+Pv5P/l/+nP6z/gH/Jf9q/5L/8P9TAKoA0gDJAMoAxQDZAPwAHgEfAfcAyQCXAHUARgAxAPr/1f+u/57/jP9o/zn/Bf/j/t7+6P7y/ur+6v7b/tb+2/7o/tn+wv6W/nr+V/5S/pr+fP+RADEB/gCvAMkAEQE2AbABdALuAoYCJgI0AlgCAgKoAbQBygGLAUQBPgEXAXIAwv9p/2r/ev9o/0j/Ef+9/lr+FP4s/mL+df50/qT+AP8c/xz/O/92/5P/xv83ALAA2QC7ALQAsgC1AK0AzADeANMAtACaAIcAZQA0APb/0//N/8T/t/+i/43/YP8v/xr/M/86/0D/Qv9Y/13/V/9l/4X/if+N/5T/wv/H/8j/sv+g/27/TP8k/w7///5l/1AAKwExAbMAeQCfAJQAsABrAR4C9wFtAWoBmAFMAecA9QAxAQEBxgDhAPEAfgDd/3P/Z/94/4b/jv94/0f/7v6e/qT+5f4B//b+E/9s/47/kP+j/9T/1f/D/w4AcACrAJ0AigCBAGsAVgBtAIQAiwB3AFgASAAzACcAAgDc/73/tf+l/6P/m/+A/z//Af/g/rn+g/5L/i7+EP7k/dD9+f2t/rH/WQA6APT/GgCOAL4AEwHXAYQCUQLQAeQBUAIzAtEBxQEDAuABfwFhAWEBAgFIAMz/v//W/77/fv9E//7+rP5Y/lX+jv7A/pv+j/7F/hP/If8R/zf/h/+q/8v/HACJAKUAdwBjAIQAkgCZALMA6ADrAMgAmwCNAH0AYQBCADsASABDABsA8P/X/7z/k/9x/4D/m/+Y/33/d/9y/2r/WP9q/5b/pv+w/77/2P/r/+v/+f8HACsAOABKAFQAawBnAF8AUQBiAGgAcQBpAG0AXABOAEEANgA3ADQAJAAZAAgABwD0/+j/3P/U/9T/yf/N/9H/1v/N/8n/yf/Q/9b/3f/p/+v/6v/l/+r/9f/8/wUA/P/9/wAABgAFAPv/+v/6//X/8P/o/+f/z/+8/6L/dv88/9n+jf5u/nH+dP4t/uv9S/56/6oAwgAWALj/IQBxAKwAYQFsApICsAElAY4BBALZAZkBtQHHAW8BJgEfAfYAdADi/5//sP/c//z/qP8P/5H+cv6D/pP+0v4R//f+qP6T/uj+Kv84/z7/ef+9/+b/GABMAFUARAA1AGYAsQD2ABcB/wDRAKUArAC/AM8AxwC+AKYAcQBMAEQAOwAQAN3/xP/H/8T/qP+K/2f/S/8+/0b/Yf91/3z/aP9a/2P/hv+q/8P/1f/l/+v//f8gAEcATwBKAFAAYQB6AIcAqQC0AJ4AcABVAFoAYgBvAGkAUAAqAAIAAQDt/9r/yf/H/7z/ov+c/5r/k/96/3P/g/+Y/6r/s/+y/63/qv++/9n/9/8EABAAEAARABQAJwBFAEkASABFAEQASgBLAEoASABDAD4AOgA1ACsAJgAbABIAAgD8//j/AADy/9r/zv/N/9n/3P/d/9H/xP+//9H/2P/j/9D/1f/Z/+3/AQABAPn/8P/x//7/FAAkACsAIwARAAIACwAcADYAKwAlAAcA+v/4/w0ADwAYAPn/9//k/+7/7v/z/+//6f/m/+v/7f/y//j/+v/8//r/CgANABoADwAQAAQACwAPABEAIAAWABMAAAD8/wIADQARABUACQALAPz/DAAKAAwACgAMAAkAAgABAAEABgAAAP3/+//+/wMABwAHAAEABAACAAEAAgAMAAcADgABAAQA/P8EAPz/CAAAAAIA/f8AAP//AgD+////AAAEAAEABQACAAUABQACAAUAAgADAAQABwAFAAcACgADAAQABQAGAAMABgAGAAYAAgAGAAAABgAAAAQA//8EAP//AwD//////f/7/wIA+f/+//r//f/7//v/+//8//r//f/5//3//P/6//7/+//+//v//f/9//3//v/7//3//v/7/wQAAAD+/wUA//8GAAAABwAIAAUACgAJAA0ACAAOAAoACwALAAoADQAKAA0ACAAPAAYAEAAHAA0ACwALAAoAAgAEAAQA/v8CAP7/AAD///7//P/6//z/+f/4//T/8//x/+7/6//s/+P/6P/m/+z/7//u/+3/6v/r//D/+f8JAAsACwAKAAUADgALABcAGwAWABUADAASABEAFAAPAAkADQAJAA8ADwAPAA0AAgAGAAoADwARABIACwALAAYADAAKAAsADAAEAAYAAwAHAAIA///7//z/+f8DAAAAAQD6//z/9v////3/BgD+////+v/7//3//v/9//v/+//6//v//f/6//z/9P/6//f/AQD3////+f/8//j//P8AAP7/AgD8/wEA/f8EAAAA/v8CAP//AwALAAkABwADAAMACAAJAA4ABgANAAUABgAMAAkADQAJAAgACAAJAAkABwADAAUAAAADAA0ABwAFAAMAAQAAAAIAAQAGAP7/AQD///z/AgD+//7/+//6//z//P/7//v/+v/3//7/+f/9//3/+//+//n//v/6//3////7//7//f/+////AAD9/wIA/v8EAAYAAQADAAQA//8DAAUAAgAFAAMAAwAEAAUABAAEAAQAAQAJAP7/CgAGAAQAAwAAAAYAAgACAAUAAQAHAPz/BwD9/wIA/f8CAP///P8BAP3//f/8/wAA/f8AAP3/AQAAAAEA/v/+/wIA+f8GAPj/AQABAPz/BQD9/wEAAAAAAAMAAgADAAAABgD+/wYA/f8FAAQABQAEAAMABQACAAQAAwAEAAIAAgAEAP//CQD//wYAAQAAAAIAAgACAAEAAQAEAAEAAwAAAAAAAQD+/wEAAgAAAAUA/P8GAP3/AAD9/wIA/P8EAPv/AgD///3/AwD7/wIA/v8BAP//AAACAAAA//8BAP//BAABAAIAAAD//wQA/f8GAP7/BwAAAAQAAgAAAAQAAgAEAP//BAADAAIABgD//wYAAAAEAAQA//8DAP//AQABAAUAAQD//wQA//8BAAQA/////wIAAwACAAAAAwD9/wMA/v8BAAMA///+/wEABAACAAIA/f8BAP7/AQD//wAA//8EAP3/BQD//wUAAQACAAIAAQAGAAEAAwABAAUA/v8EAAEAAQABAAIA//8CAAIAAwADAAMA//8GAPz/BgD9/wUAAgADAAEAAgACAAIAAgACAAEAAQABAAMA/v8DAAAABAAAAP///P8EAP//AgD+/wEAAQACAAIAAwABAAQA//8CAP//AAACAAMAAAABAAEAAAD//wMAAQD//wMAAwAAAAQAAgAEAAIAAgABAAQAAwACAAQA//8CAAEABAABAAQA//8DAP7/AwACAAEABQAAAAcA/v8FAAEAAgAEAPv/BAD9/wUAAQADAAQAAgD//wUA//8EAP//BwD//wYA/f8CAP//BAACAAEA//8DAAAAAQABAAAAAAADAAQA//8DAAIAAgABAAIABAABAAMA//8EAP3/BQD+/wMAAQAEAAAAAQD+/wIAAgACAP3/AQD//wIABAAAAAUA/P8EAP7/AwAAAAMAAwADAAMAAQD+//7/AAD9/wAA/v8BAAEA/P8DAP//AwD///7/AAAAAP///////wAA/v8EAP//AwAAAAUA/f8CAP7/BQD+/wQAAQADAAAAAwABAAcAAQADAAEABAABAP//AwAAAAQAAQACAAIABQAAAP//BAADAAMAAAABAAIABAACAAMA/v8IAP3/BwD+/wEAAwD+/wEAAAAAAAcA/v8EAAIAAwADAAQAAQAGAAMAAwAGAAEABwACAAsABQAIAAEACgAAAAgAAgAEAAUAAgAGAAkABAAHAAkACgAIAAsACAAJAAUABgAJAAoACgALAAUACgALAAoADQALAAwAEAAKAA4ACwANAA0ACQANAAoACwALAC8A4wAOAVYA7P9FAKsAewAdAOb/x/93/0D/cv+T/33/V/9a/2P/Xv9p/1//fP+//xoALQDm/5b/4P8+AIMAmgCTAFIALAAxAHcAsACjAFcAOgAkACIAJgAxACYACQAFAO7/5f+9/5H/mf/D/9f/x/+d/3X/bP+g/8//+P/s/7j/mf+1//P/IAAxACMADQAVABoAOQBEAEoAPwBLAEgATAA1ACMAHQAzAEkAOwAeAOv/3f/y/wcADAD4/9P/sP+0/8//4//j/8n/t//B/8n/2//i/+j/5//u//j/+f/5//z/BQAdACwAJQAdAA4AFgAhADoAOgAxABoACwAOABwAHwAdAAgA+v/z//L/7v/r/+z/5//g/9//2v/T/9b/3//l/+7/5v/m/+H/7f/1/wgACwAEAPz/AAALABQAGgAcABcAEgASABUAGQAYABMAFQAKAAwAAQD6/wUA9v8AAPb/9P/p/+L/7P/r/+7/8f/i/+n/5f/x//T/+v/8//n//P8AAAgACwAOABIAEwASABMAFgASABYAFwAZABcADgAKAAsADAAKAA0AAQAAAPj/+//6//r/+//0//T/8//0//P/+P/2//n/9v/8//j//v/7/wgACgAEAA0ACAAOAAoADwASABIADwAPAAoAEQALAA4ACwAKAA0ABQAFAAEABAACAP///P/7//v/+f/5//3/+v/3//j/9//6//3/+P8BAAIA//8DAAgACgAMAAoADAAKAAwACgALAA0ACwAMAAsACgALAAYADQALAAcABQD//wAA/v/7/wAA+/8CAPz//v/6/////v/+/wAAAAAGAAEABAABAAoACAAIAA0ABQAOAAoACwAMAAgADQAMAAgADwAHAA4ABwAJAAUACAACAAUAAwAEAAEABAD9/wIA/////wMAAQABAAIAAAACAAQAAAAEAAQABgAIAAQACgAJAAcACgALAAcADAAKAAcACwAEAAsABAAIAAMAAwADAAQAAgAFAAIAAgACAAEAAgD+/wQAAAACAAMA/v8HAPv/BwAAAAcAAgAFAAcABgANAAgACgAFAAUACgAHAAUACQAHAAoAAwAHAAUAAgAEAAQAAAAHAPz/BAAAAAEA//8BAP3/AAACAP//AwD+/wUAAgADAAMAAwAEAP//CAD//wcAAgAEAAYABwAEAAYAAwAJAAMAAwAGAAIABQADAAIAAgACAAQA/v8CAPv/AgABAAcA//8DAP//CwD//woAAAD7/wYA/P8JAAAAAgACAP7/BQAAAAYA//8BAP//AwD//wkA//8DAAMAAgAFAAAABQD//wUA//8EAAIABAD+/wEAAgABAAEAAgADAAIAAgD//wYAAAABAAMABAAEAP////8FAAYAAgACAAEAAQABAAMAAgD//wIA/f8FAP7////+//7//v/+/wAAAQAAAAIAAgD//wUAAAAFAAQAAAADAP7/AQADAAIAAgAEAAEABQAAAAAAAAABAAUAAQAHAP3//f///wQAAgAEAPr/AwD6/wAAAAAAAAMAAAADAAAAAQD7/wMA/P8JAP//BgABAP7/AwABAAQAAwD9/wQAAAAAAAQAAAAFAPz//P/+/wIAAQACAPz/AAD9/wAA//8EAP////8DAP3/AQD9/wgABQAHAP7/AAABAAEABAACAA0A/v/+//7/CQAFAPz//f/7/wcA+//+//r/AQAFAP////8CAAEA/////wEABAAFAP7//P/9/wsABgAAAP7/BQACAPr//v8LAAkA/v8AAAIA+//6/wYADQD//+//+/8JAAcA+/8BAAUAAAD1/wUACQAKAPn/+v8FAAsABQD3//7/DAAJAP7///8LAPn//////w8AAwD2//3/BwAGAPz/+f8CAP7/CAD+/wMA+v///wQADQAEAP7/+f8EAAYACQD8/wIA//8BAPn/AwADAAMA+P8CAPj//v/6/w0ACwAEAP3/9f8AAAYADgAKAAAA+f/z//z/BgAOAAQA+v/3//7//v8LAAkACAABAAIA+P8BAPz/BgAMAAcA+//4////CgAIAAkAAwAEAAIANQC+AJYAz/8p//D/1wDOABgAtf/a/7r/9/9IAIsAIgCS/8D/TgCkAAAAlP/R/1QASgDW/7b/uv/E/8f/CwAbALP/XP+C/w0APADj/5r/n//0/xoAAADw/+b//v/5/xEALQAAANv/6v84ADwA/P/h/9j/BwAFACAAIQADANj/y/8gADwAMQD4/wIABwABABcAQAA/AAoA+f8ZADsALwATABEAIAAuACUAGAAIAAoAFQAqABsABAD4/8//5f/u/xsA9f/O/77/u//R/7P/z/+//7z/f/9O/1H/Jf8H/5P+d/5V/mv+RP7c/Qv+wP5LAMQB+QGxAGz/wQDhAgoEKQM2Ao8BtwDGAG0BTAI4Aa7/C/8s/3r/4/75/un+CP+3/oD+r/7X/lz/rv9IAGAAJgDu/zwAKAGoAbYBOgHtAMEAxQAAAUcBGgFlAKH/jP/F/7z/ev8+/yr/5/60/tL+Ev88/z7/eP+Q/5z/mv/p/1AAfwCiAIcAkAB5AJMAygDWALsAZQA8ABEAFQAOAAkA1v+Y/3D/Wf94/3n/lP+J/57/q//E/+X/+v8lADMARABMAF8AYwBhAF8AbgBiAFMALQAeAA8AGwAMAOv/1P+q/53/d/+4/7j/w/+c/4L/ov+b/+j/4v8eAPr/EwAbACcATAAzAIcATwBSAA8AKQA2ACAAPQD3/xIAxP/b/7L/uf/q/8j/0v99/7j/ov/R/9j/z//A/0j/UP9K/43/af8R/73+k/7k/hD/WP95//D/NQBhAIwA1wBYAcIB8AGYAV0BZQF6AUgBFgH9AKgANQDU//j/1P+R/0f/XP9m/zj/J/9Y/5L/p//A//n/EwA4AEYAkwDDAN0AtwCmAMoA8QDrALMAggBuAFMASgAzAA8Azv+T/4P/f/92/0j/OP8t/0f/Tv9n/2z/d/+L/6z/6/8aABYA6P/l/+//IQAvAAsAtP9e/0r/RP8k/9b+av4n/g7+Qf4w/tf9WP3b/Y//QAHqAS0BbABMAKcBgQNvBK0D/gEsAUQB+QEzAvAB/ADS/07/Xv+m/0T/9f7P/tT+v/6I/rf+6f5q/9j/NAA7AAgAFgCBAF8BzAGcAQMBqADWABABQAEAAZgAAACV/5T/pv+Z/yz/+f7R/sf+q/65/v7+PP9a/3X/hv+k/9L/JACKAMkAwQChAIkArgDbAAsB7ACuAFcAIQAYACoANwDq/4b/LP8m/yb/I/8I/wD/7f6//pH+d/6f/rn+9f4M/9j+m/5e/qb+yf5Y/wgA5ABhAUABVAFjAfgBYgL0AsUCCAJaAdsAEwHqAOsAWwC8/zr/3/5A/y3/Zf8K/wT/9f4G/3P/qP8pACUAWwBAAGsAwADpACMB+gA2AfgAxACnAKAAzQB4AFgA+//c/4//fv+e/47/eP8Y/yT/Kf9G/4T/lv/A/53/wP/n/y4AWQBrAHEAYgBvAHQAhgB7AGAARwAdAAAA0P+6/5P/av9G/xv/6/6a/m/+Zf5o/lP+TP41/hv+9P0P/l/+kP6R/hL/FADeAFAB0gFOAhICzQFuAp4DxgOpApkBWgFNAQMB9wDiAEoAJf+e/gL/V/86/9D+2v7d/vL+GP+B/+X//P8wAFQAgwB0AK4ACAFIAUwB9gDVAJgAnQC0ALIAiQD//63/Yv9//4j/d/9D/+3+0v7W/iT/YP+L/57/k//E/+r/MQBiAJMAuACaAJQAfwCpAJgAigBoAEIAEQDC/6T/kv+C/07/Af+6/mr+UP5u/o3+Y/76/eL9R/6h/o3+RP5y/vH+u/9kAOsA+AAjAdMBiQKsAkcCXQKlAnAC+gGyAaAB3wA9ACsAdwAhAEP/+f4V/yz/9P4g/2b/Vf8R/0D/9v9JAB4ABQBWAKwAtgDLAPQACQHKALYA3QDrAKMARgBJAD4AHADO/6z/g/9J/zj/S/9p/zv/DP8d/2H/nv+r/87/3P/x/wkASACAAIAAaQBgAIUAfQBtAEMAKwDu/8v/uv+j/0b/zP6H/qv+6f7c/nv+E/7k/R7+XP6d/nD+b/6T/iv/wv82AJgA/gBnAcIBPQKOAoUCJgIgAlECVwLTAU4B/QDCAFEAIwAYAPX/f/8V/yn/Qf9Q/zD/Vf9//43/iP+t/xMAPgBQAFUAhgCxAK4AvgDRAO0AuwCWAIIAeQBuADgAHADh/8D/if98/2n/UP9B/zP/P/9A/1f/hf+c/6//qv/W/wYANgBIAD8AUgBEAE8ASABVAEIAFADu/8n/sP97/0P/HP8L//j+wf6K/lP+Z/57/qH+iv5o/mT+nP5J/8D/LABBAJ8ADwGVAekBFwIeAhoCIQIxAggCxwFgASMBxgCgAHkAVgAEAJz/eP9m/2//Wf9g/1j/aP9t/5T/q//R//v/IABHAFQAbACHAIQAoACrAL4ArQCIAG0AWgBOADoAGADv/77/h/91/3b/bv9Y/0H/T/9X/2L/dv+U/7f/wP/V////HAAqACoANQBJAEcARABDADAADADn/9X/wv+K/13/Pv8v/wP/0v6u/rH+nf6l/pT+of6a/rH+BP99//D/PQBtALkAFwFzAccB2wH8AecB7AG4AZUBXQE3AfoA0ACOAFwALQDy/8f/r/+i/4//dv9v/3r/hf+M/5H/u//e//j/EwApAE0AXwBpAHsAgQCRAIgAlQCAAG8ARwA4AB0ABgDj/7n/qv+I/3z/Zv9q/2b/Z/9s/3j/i/+f/6f/x//U/+7//P8NABoAHwAmACsALQAnABsAAQDv/8b/pv+R/3v/Z/9I/yf///7s/vH+7/7q/tX+3v7w/jn/cv/A/wsAPQCTAMcAFQFIAWkBhgGAAZQBcwFhATABGgHtALEAjABdAFIAHAAQAOf/2/+3/6T/r/+j/7r/q/++/8L/0v/t//T/FgAZAC0AOABGAEoASwBTAEwATQBBAD8ALgAWAAQA6f/f/8T/t/+q/5j/kv+P/43/mf+U/6f/qv+7/8P/0//g/+n/+v/7/wgADAAPABYAEAARAP3/AQDl/+b/xv+//7P/o/+Y/37/c/9h/1L/Vv9L/1X/T/9V/2T/gP+3/+3/MQBbAIEAsAC8AOwA6wAAAegA3wDFALgAqQCWAIEAYABNADgALAAwABsAFgD4//n/8//t//b/6//x/+b/7f/3/wAACAALAAYAFQANACQAHAAuACAAKQAcACMAGwATAAsA8f/q/9j/3P/O/8z/z//G/8f/zv/K/9z/zv/Z/9H/1//a/9f/6P/i//L/6//6//j/+v8CAPL//P/q/+n/1P/P/8H/t/+k/5P/jP+A/3f/e/9m/2D/Vf9W/3D/hf+//93/FQAqAFQAewCfALkAuwC+AKsAtgCqALgAnQCXAIQAdgBsAGgAXwBPAEAAJgAkABIAFQAEAPr/5v/h/+b/6f/s//H/5//v//L/CQAQABQAIQAZAB0AHgAZABoADAAAAPH/6//i/+T/2v/U/8v/xf/M/8n/z//N/8f/y//D/9b/yv/f/93/4f/s/+j//v/5/wYAAwD7//v/7v/w/9f/4P/C/8f/rP+l/5f/hf+J/3D/cf9f/1H/WP9h/5D/sv/s/w4AOQBbAH8AqwCuAMMAtQC9AKkArwCnAJYAlAB5AHoAYwBiAFkAUQBAADoAHwASAAsAAAD6/+r/6f/e/+D/7P/q//T/7f/y/wMACQASAB8AFwAlABYAGgAVAA8ABADx/+j/3P/Y/9P/zf/L/8f/zP/J/9X/0f/b/9D/1f/R/9j/3P/h/+P/7P/t//X/AAACAAAAAAAAAPr/+P/p/+D/z//G/7X/rf+f/47/iP9+/37/cP9n/1//Zf+D/6H/1v/v/xQAPgBQAIgAnAC7ALkAtAC2AKYAuQCZAJ0AhAB5AHMAaABtAFQAUgA1ADIAGQASABEAAAD7/+b/6f/o/+f/7v/k/+7/6v/x/wMACQAYABAAGAAWABMAHQAPABEA+//8/+f/6f/o/9j/2//F/9X/zf/Z/9r/0v/Z/8X/3P/S/+D/3f/c/+r/5P/1//b/+v/4//n/AAD6//r/8v/e/9//yP/L/7v/sv+m/5n/kv+J/4f/cf91/2X/d/+D/5r/wv/k/xQAQgBZAH0AigCqALIAxAC7AKsAoACGAJMAfwCOAG8AagBSAEoASgA/ADcAGwATAAEAAQD///b/7f/e/+T/2//2/+v/+f/r//j/+v8NABUAHQAWABUAFgARABkAAAADAOX/6f/e/9//2v/Q/9L/zv/T/9r/2v/c/9f/1v/Y/9r/4f/j/+P/4//n//T/9P////f//P/2//v/8//o/+D/y//L/7b/u/+k/6P/i/+O/4H/ff9w/2P/Zf9z/5n/t//j//7/KgBIAG4AkwCtAL0AuACyAKUApACgAJgAkQB2AHoAYABfAFcASwBFAC4ALAAYABkABgD7/+3/4v/k/+j/6//l/+j/4v/o/+7//v8HABEACgAWABAAFwAYABIAEQD6//7/5//t/93/2v/W/9D/0v/S/9X/3P/Z/9z/2P/d/9n/4P/c/+n/3//m/+b/5//3/+///P/1//P/9P/l/+v/1v/Y/8j/vf+5/6D/qv+T/5f/gf98/3L/bf+A/47/sP/I/+7/EwA9AF4AegCWAKcAsAC3AKIArQCYAJUAiwCEAH0AZgBoAE4AVgBHAEgAOQAfACEACAAPAPj/9//q/9v/8P/a//P/3//n/+z/7P8KAAIAGgAFABMADwAPABUADQAGAPb/6//l/+H/3//W/93/y//e/9P/3//e/9f/3//S/+X/2v/k/93/3P/h/+H/8P/t//P/7//x//P/7//0/+v/4f/e/87/y//B/7X/tP+g/6D/kP+S/4H/ff97/4X/nv++/9f//f8XADYAXQBzAKcAnAC2AJcApwCgAJgAoQB/AIoAXABtAFcAXQBSAEcAPgAmACsAGAATAAcA8f/7/97/+f/e/+j/3P/U/+b/2P/7//D/BQD//wMAEwAKABkACAALAAMA9f///+P/7//R/+T/1f/l/9z/3//j/9r/5P/e/+r/3//e/+H/2v/c/9r/6//n/+n/6//t//L/8P/y/+3/5f/h/9z/2f/O/8L/uP+w/6r/of+e/5H/i/97/4v/if+w/7r/4//0/xsANwBZAHYAiwCeAJgAoACWAJ0AkwCQAIYAcwBtAF8AYgBQAFIASAA7ADgAIgAhAA4ACgD7//H/8v/l//T/3v/n/9//4f/p/+z/+//1/wcA+v8JAAkADQANAAMAAgD2//T/7f/q/+X/3v/i/+H/4//k/+L/6//h/+z/5P/i/+j/2v/m/9n/4//b/+T/5P/r/+r/7v/y/+z/8f/q/+X/5P/U/9n/yv/F/8H/t/+y/6v/oP+b/5X/j/+Q/5//sf/N/+D/BQAWADIATwBoAIsAiACWAIwAkgCNAI8AkwB+AHcAZABcAF4AUQBWAEEAQgAjACkAHgAZAA0A///3//D/7//r/+z/4v/a/9z/4v/p//T/8P/5//f/+/8GAAUADQD8//3/+P/0//P/6//p/97/3v/j/+b/5P/n/+X/4//p/+P/7P/i/+X/3P/i/+H/4v/m/9z/4//j/+X/7//n/+//5f/u/+T/5P/e/9n/zv/K/8T/vv+7/7H/p/+i/5f/n/+p/7v/1P/k//7/EgAsAEoAVwB9AHgAjwB9AIYAhgB/AIwAcwB2AFoAWABYAE4AVAA9AEYALwArACQAGAAZAPv////x//r/7v/q/+P/2P/d/9T/6P/o/+v/7P/s////9P8EAAUA/f8BAO7//v/t//H/7P/c/+7/4P/w/+b/7//q/+T/9v/n//n/5P/u/+H/5//l/97/6//a/+v/4v/z/+7/7//4/+z//P/r//H/6v/d/97/0P/P/8X/xP/B/7v/uf+1/6z/sP+x/8b/0P/k//f/BQAWAC8AQwBdAGMAbgBxAGsAeQBvAHwAdABpAGUAUABbAEsATgBEAEEANgAvACkAIAAcAAoACAD7/wEA9//2/+n/5f/f/9//3f/o/+P/7f/p/+3/9v/v//7/9f/8//r/+P/5//L/7f/o/+3/6f/p/+z/5P/p/+T/6f/q/+n/6//n/+v/4//w/+j/6f/l/+j/7//q//z/7//5//j/9//+//T/+v/m//P/5//l/+T/1//i/8n/4f/O/9P/0//M/8j/vP/Y/9H/6f/p//v/BQAKADMAMQBTAE0AUgBaAE8AZABUAGgAUQBZAEwATQBPAEkASwA4ADoALgAuACUAHAATAAQABwD4/wEA8//z/+r/4f/p/93/7f/k/+r/6//s//f/9P/5//X/9P/u//X/8//z/+n/6//g/+j/5f/v/+3/7//t/+z/8f/6//H/8v/3/+//+//w//L/8//n//L/5//3/+z/7//1/+7/+v/x//j/+P/s//z/5v/9/+//5//z/9n/9f/c//D/6f/h/+z/2f/0/9//9P/8//j/DwACABkAFQAqAC0AMgBBADcATAA7AEgARgA/AEkAPQBFAD4AOgA4ACsALQAiACIAGwAVAA0ACAADAPr/+f/y/+//8P/n//L/5//z/+z/8//2//b/+//1//b/8P/w/+z/7P/s/+v/7P/r/+z/6//1//D/+f/2//f/+v/7//3//P//////+//+////+//+//v/+f/7//T/+//9//f//P/1//v/9//6//T/7v/3/+v/8f/v/+7/9P/s//j/8//3//j/+v/6//b////3//z/+f/6//v/AwADAAsADQAQABgAGQAjACYAKgApACoALQApADEAKgAuACgAJQAlACAAIQAZABkAEgATAAoADQAKAAoA/P////v//v/5//r/8//4//P/+v/2//T/9f/z//n/9v/5//T//f/w//3/9f/9//T//f/3//n/+P/3/wEA+f/+/////f8EAP3/CgD9/wYA/v8GAP7///8AAPz/AgD7/wMA+v/9////+v/9//j//f/1//n/+P/4//f/+P/6//3/+P////j//v/6//z//f////3//v/7/wEA//8CAP3/AwD//wEAAgAFAAgADAAJAA0ADAAHABQADAAVABAAFgASABkAEgAWABAAFAANABAACwALAAsACwALAAUACwABAAMAAAAAAP7/+//9//v//P/+//f////6//z////7/wAA+f/9//3/+//+//z//P/+/wQAAAAAAAQAAgAAAAEABAADAAMAAwAFAAIAAwAEAAQAAQD//wAAAAD7/wEA+f/+////9/8CAPn//P/8//n//f/3//3/+v/7//z/+v/9//v//P/8//v/+//9//3/AgD+/wEAAwD+/wEA//8EAPv/BwD//wgAAAAFAAQAAwAGAAgABAADAAQACgAEAAUABAADAAkABAAGAAkAAwAHAAUABQAGAAcAAwAGAAMACAAAAAQAAQAAAAMAAAAEAPz/AwD8/wcA//8AAAIA/f8HAP3/AgADAAIA/v8EAP//AgABAP3/BQD//wQAAAAEAAAA//8FAP3/BQD//wEAAQABAAQA/v8DAP3/AQD/////AQD9/wMAAAAAAAEA//8BAP7/AgACAAAA/v8BAP//BAD8/wMA/v8CAPz/AgD9/wAA/v8CAP3/BwD//wQAAwABAAEA//8EAAIAAQAGAAEABgABAAIAAAAEAP3/AgABAAQA//8DAAIAAQADAAAA/v8CAPz/AwD+/wAAAQACAAEAAgAAAP///v8AAP7/AwD//wQA/v8DAAEAAQAEAPv/BQACAAQA//8FAAAAAgAEAAAAAwD9/wMAAQAEAAQAAwAFAP//AQD+/wEAAAD8/wMAAAAGAP//BQACAAMA/f8AAAEA//8FAP//AwAAAAUAAAAFAAIAAgAEAP//BAD//wAA///9//7//f/8//z//v/9//z//f///wEAAQABAAMAAgADAAMA+/8DAP//AwABAAQABAAEAAgAAQAGAP//AgADAAMAAwADAAcADwAHABIAFgAtADkARwBNAIEAOwHiAPj/c/8M/1H+VP4d/6r/GgDuADMByABwABsAZP8Q/1H/lv/f/4QA8wDNAJYASgB2/6/+4f4qAMEBUAJgAkAC2AC4/mX9ufw6/A396f64AJ0DKgVnBOEC1wDC/X77NfsE/Gr9bACgA6kEIgRkA7wAOf3d+7371vve/c4AEAKuArUD6wKLAHz/+/7c/RT+nv9WAJYAcgFTARsAcP8m/07+Qf5P/wIAVAAoAUoBfwA7AC4Asf8lAG0BDgIvAlwCeAG6/1n+T/13/L783v0H/zYALgFmAdkAOACE/+n+y/5o/wsAxgCHAd8BhgHnAD0AYf/R/tr+Kv+g/1IAxADGAIsAOgCz/3H/cv+I/7v///8JAPv/8v+y/4b/hf+I/8P/JgBZAJ0AsgBYABIA7f+E/z7/hf+t/+H/gADEAJ4AWgARAJz/Zf9x/7T/GAB1AOYA6ABsABEAsf8P/+/+T/94//z/lACvAIgAfQARAKj/n/9o/1D/zv8RACYAggCjADUA8//3/2//Pf+//+P/8P9tAKUAaABYAEUAAwDV//n/+//X//7/NwAMAMX/3f+8/4D/yv8bAPD/PgByAP7/7P9DAN3/fP/C/+L/2P8xAFoARQAtAFEAGgD9//v/7f/A//7/RwAkADMARwAUANH/0f+5/53/mf8KABUA9P9HAGQA6f/V/xMAt/9r/9P/4P+5/zEAggBOADsAWQD//5//1f+1/8D/SACJAFkAhgCKAAkAtv+l/23/U/+y/+X/AABhAIAAZAAwAOT/xP+i/6j/sf/h/yUAbQB8AFQAGQCV/3//p//D/yUAcAB7ALAArAAiAM7/1v9v/0D/gf/C/8D/CACFAJgAfAB+ABoAif9u/47/Zv+T/ykAPQBhAKAAfAAaABMA3f9U/x7/c/+h/9L/dQCnAHAAgwBoAMP/jf+x/1H/TP/t/wEA+f+EAJMADQATAAIAUf9I/8X/zv/d/2EAwgCTAFEASQDS/37/l/+V/47/FwBaAEoAVACBABMAuf/a/+L/pf/g/0MAOwBMAJgAhgA7ACYAPwDB/6H/+//3//H/aQCRACsAJQArANL/8f+AAHkAiAAEAdgAXwA7AKb/x/6M/pD+av6D/hb/bP9p/5j/r/+5/8j/7/8VABQALQBoAHQAfQC0AOwA1QDMAMkAaAD7/+n/wv+G/6j/0v+e/6H/0/+E/zj/f/9l/w7/XP+7/8X///9xAGsANwBjAFAAGwB3ALUAhgC1AOwAhgBdAJEAUgDp/xMA3P+T/6b/3v+1/7v/BADd/5H/tf/H/5j/wP/a/5//xP8bAB8AOwBQADoACgALAOj/1v8NABUAOQBRACsAFQA3ADEA6v/8/wEAmP+s/w0A1/+j/+r/2P+N/9L/IwDi/x4AVgAnAO//DQAOAOf/AgAxANz/7v8iAC4APgBgAFkAKQAHANv/0//v/+3/8v8qAEgARQBgAEwA+f/C//L/yP/E/xoAOwA9AHoAZwAVAAkA6v+y/53/1P/3/wAAXwCCAGwAewB7ABsA9P8NAPT/5/80AGYAVQCSAJ4AawBdAGMAHADX////2v/S/xMANwAeAD8AOgABAPP/8/+z/5j/rv+y/77/+P/6/+T/GQApAOf/+P8NAMj/u//r/77/q//v/w4ABgAyACoA/f/f/7n/Zf9T/1j/SP9i/4f/Yf9o/3z/cf82/zD/Hv8M/yX/Vv9X/3b/xP+5/6H/if+1/xAAiwAZAboBZwKvAs0CygKkAkoC8wGyAWMBHwEeAfIA7gDtAL4AUQAkANf/Zv8S/9P+l/6h/rf+tf7J/v/+Df8q/3b/p/+y/7D/yf/o/yEAewDKABoBXgF2AVQBMgHcAIsAQgAbANT/tP+i/43/c/95/03/Ff/w/sv+p/6k/sH+2/4b/1//k/+0/83/x/+l/4v/Zv9a/1b/bv9t/3P/k/+I/2//Y/9P//n+x/7I/qL+mP71/nX/9P+7AIoBHAKZAtgC1QKnAoMCPgIaAiUCFwLfAdYBsgFtATkBGAHOAG4ACwB6/+X+av5A/hv+L/5s/qn+yf4I/yP//f7+/vf++f4e/3z/7P9fAOMATgGLAdYBzwGPAU0B8QCMAEIAMgAiABEAGwD9/7P/dP86/+L+qP6K/mz+Wv6I/r/++P5I/3r/pv+7/8f/r/+U/4f/hP+W/7b/yf/C/7n/ov95/1P/Of8P/97+xP6X/l/+Tv5l/ov+Df/R/64AjQFnAgQDMgMzAwEDvwJ4Al8CTQJJAk8CMgINAtIBkAEkAa0ANACO/wb/lv5C/hH+I/47/lz+gv6N/n3+ZP5w/oL+yf4p/5z/EACBAOUAKAFWAX0BfwF8AW8BSwEhAfUA0ACmAJgAZwAqANb/hv81//T+1/65/rX+nv6t/qr+zP4B/yT/O/9Z/2j/S/89/zH/MP9D/1j/gv+z/8b/uf+P/2f/Mf/p/q/+cP4v/gD+Fv50/h3/EQAPARYC1QJEA0gDGwPRAnYCQwJFAlECXQJ8AnUCPQL5AYYB/wBaAM3/F/+T/kH+Ef4N/jz+df6Y/qv+m/50/kL+Sf5Z/qz+NP/H/1AA3QBFAXgBiwGLAW0BRQE1AQ0B+QDsAOMAyAC3AI0ARADm/3b/Df+h/nn+Xf5p/oj+sP7W/vH+Dv/6/vT+6/7y/vv+Iv9A/0v/Wf9q/4X/lf+T/3f/Of8Z/9H+lv5Y/kX+bP7Z/qD/eACCAWwCEQNpA2ADKwO0AlwCHAIeAjcCcAKPAqECagIFAm8BvAAMAGX/0f5m/j3+IP5A/ln+if6U/oL+Y/4y/g3+Dv5A/rL+SP/4/5YAIgF3AZgBjwFqAUYBJAESAQwBFgEeASABBgHgAJUAOgDR/2X/D//A/qf+m/60/s/+4/77/vn+8/7S/sr+wv7Q/un+Dv8n/zr/TP9R/07/Pf8W/97+s/6E/mL+Rv42/kn+hf4V/9r/xADcAdACfwO2A6EDTgPaAnACPwJWAooCzQLdAssCXQK6AfMAJACB/+n+iP5S/kL+RP5G/k/+Wf5H/ib+Av7p/eH9D/5l/vP+q/9XAPEAWQGUAYsBcgFOAUEBRgFmAYoBoQGcAW4BJgG7AFgA3/98/yP/5v66/rL+tP7K/tP+1P7A/qD+fv5n/mX+hf7F/gb/Pf9i/2b/Uf8f/+z+v/6k/oP+hP55/mv+Pf5A/pn+M/8VABEBSAIlA6sDwQOXAzQDywKNApAC1AIHAyoDBQOwAgMCLgFnALv/N//I/oz+Xv5O/jP+Jf4Y/hf+B/7k/dH91v30/TX+uP5j/xQAoQATAUYBTQE4ARsBKgFMAYYBugHdAd0BmgFDAdUAbgATAMr/kP9l/0X/MP8Z/wn/Bv/n/sv+q/6X/ob+jv60/vj+NP9d/2r/TP8V/9n+nP6C/nr+kf6d/pn+b/4r/tj9pf3b/YT+jf/RABECJwO9A9wDkwMsA9ICpQLXAjgDnQPFA6cDIwNSAlQBZwC0/zT/7f7G/q3+j/5j/h/+6/2r/YT9WP1h/Yb9zf1B/tX+cP8GAGkApgDIANEA5gAJAVUBwwEOAkQCQwINAqIBLwG8AHYAPgApAA8A8P/M/3n/Nf/n/qv+fv5j/nT+iv62/uH+EP8r/yf/FP/p/sP+mf6a/qz+3/7x/vz+1P6B/gj+gf0v/fv8cf1q/tv/SQF+AlgDlwNoA9ACdwJVAtgChgNSBNQEuwQbBNwCpAFyANr/nf/G//n/+f+0//b+Nv5X/en8qvzw/Ej9v/0k/nH+nv6z/uf+FP95/9b/UgDMAEoBuwH4ASgCJAL7Ab0BfAFaAT0BSwEtARwBzQBzAOn/bv8N/9D+x/7O/u3+7/7r/sf+pv6P/oD+jP6n/tj+8P4A/+j+4v64/qn+iP5p/kz+EP7h/Zv9XP1Q/cv90v4JACkBDgLSAvkC8gKaArQCGAO/A2AExQTQBDMERgMiAmQB2wC/AMoAwQCMANH/+f4P/mf9Bf0O/VL9s/3o/ef93f3D/c397f1c/vv+nf81ALMAIAFUAWcBdgGNAa8BywH2ARgCJwLzAZcBMgG8AFwADQD1/+P/1f+f/2P/Bf+1/nP+Wf6C/q7+3/7v/vX+0f6n/oX+jv6l/rb+3P7j/tj+lv5A/uL9hP07/SX9O/3h/Q//bgBvAeUBLAIzAhICAQKBApwDpgQvBQwFggRuA0UCbgFnAc8BGgIZAokBigAm/+/9Tv1l/cX9QP5y/lT+yv0e/bL8wvxH/Qz+4f6Q//X/GgAfADkAYACxACwBrgEdAlICYwI4At0BXAEIAeEA7QD3AA8B/wCbAP3/V//l/rv+0v4k/2r/gP8k/6v+Of4U/iP+c/7n/jT/Gv+i/jf+9/35/Rf+UP5l/i7+hv3s/Ir8D/1t/hsAbgEKAi8C7gGaAYABTwK6AwoFmwVFBW8ENgMZArkBHQLZAhQDrwKVATYAzf70/df9Tf7P/tv+Yv6l/fn8c/xw/Ab91v15/sX++/4K/xz/S//V/2gAAAFqAbwB6wH2AecB1QHJAbUBqAGWAYwBdAE1AcQARADd/5H/cP92/4r/fv8q/8P+av4+/j/+e/6+/uP+uv5u/hX+4f35/Uv+n/6k/nD+1P0t/bD8rPwZ/Sn+o//xAI4BLQH1AP8AmAFUAoAD0gR4BQcF3wMAA28CdgLBAosDyAMeA6MBIgA2/9D+4f5M/63/a/9n/jH9k/yG/M/8av0j/or+Yv7s/eb9Rv7W/pP/XwDxACEB/gD5ADEBcgHVAQoCPwImAtMBcgEnAQ4B6wDGAKwAnABSAOP/fP88/xP/7f77/iX/FP/R/n3+Rv4l/h7+Q/54/oP+XP4n/uL9tf1z/Wf9e/1b/S39Nv0r/n//mwD9ACEBSQF2AcsBegLNA+oELgV0BIoD6wK+AgMDnwMkBMYDagLKANP/kf+j//H/KQDH/4H+KP2b/Mv8Pv2y/R3+Cv6L/f78Kv3h/dD+k/8IAD4AGgAJAEUA+wCvASACLAIKAswBfQFwAZUB2AHMAWoBDQGvAFsAFgD0/+z/wf9e/yb/6v7K/pP+Yv5Q/j/+J/4J/vf9+P3e/cX9tv2y/ZP9Wv0n/Qj9+Pxk/Zj+BADzANIAfACfAE4BOAI4A2EECgWkBIQD1gLuApQDEgRTBBYEAwN1AVsAQwCvAN0AhgDj/+H+sv38/DL96v00/u/9df0Q/dH85fyY/Zz+OP9N/zP/O/+A//L/mwBSAcYBxQGEAWIBigGvAdgBAQIZAuEBUAHnALUAmwBwAGQAVAAQAGr/+P6//rj+sf6o/qL+V/7e/Wf9VP2T/d391/2Z/U79zvyF/F38x/y4/Q//LABzAPn/lP8GAFYB+wIhBJQEQgRxA9UC8wLPA9sEHwV+BE4DCgJRASwBrAH+AYsBZAAK/yH+0f0L/nb+iP79/Sn9evxl/On8lP00/oL+ev5C/jn+vP6c/1cA3AAjASEB/QDyAEoB0QEuAlICIQLjAYABPQEvAUYBRwEAAX0ABgCf/0//If8g/xz/w/4r/pv9Z/1U/VL9Y/1o/RH9dvz/+/H7K/y9/BP+e/8YAHv/5v48/4IATwLGA4IE+QMcA6ECHAM4BEQFnwXRBJgDbwL8AS0C1QLnAgYCmgB1/8n+kv7d/hT/qf6w/c78ePyT/Af9hf3W/c39ov2B/cn9hP5J/+z/LwByAGcAfwDGAFkBzwEEAgsC9wHKAZsBhwGeAbkBlAEqAaoAOgDr/7T/k/+E/zP/o/4Q/q39eP1i/WD9ZP0M/Y78LPzM+6z7FPyS/RL/l/8s/67+1/6m/24BWgNlBKsDbwIKAuACcgSbBcoFuARgA2kCYgIYA+QDpAMoApcAmv9f/47/9f/J/8X+aP2Y/Kn8Mf20/cL9gv0t/QL9Pf3n/b7+Kv9E/1n/sf8IAF4AygA3AXsBdAGAAaQBuQG8AaMBrgGbAWUBAAGoAGsAQQD9/8j/hP8n/3z+A/6r/aT9e/06/dP8Uvzq+6773fui/PX9Ff8R/0T+Hv7y/oEAKgKbA5gDRAKBAVQCFQRWBaIF2wSSA6cCtwKHA1IENQTvAg8B+f8OAIMApwAoAC3/5f3h/Or8of0R/tX9UP3o/LP8C/3N/XT+z/7Y/tL+CP+T/ykAfwDLABgBOQE9AVMBlAG8AasBnQGQAZEBPgHJAGcASAA5AAEAoP8w/4P+4v11/YH9q/17/bz8wvsU+yT7GfwS/pf/Sv+l/QL9L/4zAE4CxwO3A+0BpQB0AdgD8AVMBg8FPQM8Ao4C1APjBOsEWwMiAcT/JAAFATsBlABw/wr++/zz/Lj9Lv77/WD95vzE/PL8fv0P/qz+3/74/vL+QP+u/yYAoQBDAY0BPwHhAOsAYQHPAQ0C7gGHAcgAVQBRAKsAsQBKAHf/pf4k/vX9+v3l/ZH97/xJ/L37h/tl+1X82P0G/9n+7f2m/Vr+LgA1AssDcwP3ASQB2QHHA6kFZwYpBSwDTwLlAgoEwQSqBEUDKgHs/zIAHgExAXYAKf/9/TL9QP2w/f/90f1R/fD8wvwc/X799/1h/tv+KP/6/iv/mf9EALgAOwGNAWQB+gDgAF8B8QEuAvQBYAGsAEgAaQC4ALgAGwAt/2D+9/3n/e39x/1y/cH87ftz+3z7Bfzs/Fb+5f5W/q79O/6E/9QAWQJ7A0ED+QF7AYsCRwSABaoF7ASOA6kCzgLfA54EUgTnAiwBLAAgAIAApQBgAEP/3f3i/PH8kP3l/d79af31/KD8yvyF/Vr+7f7+/v/+Cf9S/9L/iwBLAawBeAETAQABWQHFASACOwLgAQwBVQA7AIAAtABNAHv/jP7M/X79gf2V/Wz97vwe/Fr7Lfut+9H83f2L/kH+yf07/j3/jACwAeUCOQOMAhsChALCA94EgwVVBU8EVQMGA7YDXARCBFED+AHcAE8AXgB9ADUAZv9R/nv9If0w/XH9fv1j/R/91fzp/Er98f2E/v7+Sv9i/43/5v+TAD4BrAHLAZ8BZwFfAaMBCgIcAs8BIwGVAFIAKAASANj/Y/+O/qH9Rv06/Sf96/yS/CX8xPuo+/X7tfx//Q7+fv60/g7/V/9nAJEBSQK/AuECVwNTA2QD/QPUBF8FswQNBKMDggNgA0wDUQOUAmsBbwA0ACIAtf9L/8X+Ov6I/TL9L/1T/Un9RP1M/Xz9hP2q/SD+zf5r/67/5f8mAGUAywBQAdEB0gGmAYkBiQGOAY0BjwFLAcUAQQDP/4X/O/8H/2z+2P1z/UL9F/3m/MP8iPxn/G78f/we/er9Xf6w/vP+gv+eAKEBAwLDAdYBnQImA3wDmgOaA0MD5wJjA78DaQOsAnoCYQIMAocBJQHOADEAtP9w/zT/zf49/gP+Bv4c/sX9k/3s/Sf+S/6M/vP+KP8j/5T/HgBiAIoAvAD2ABUBNQEyATsBOwEoAQUB2gCiAFYAAwAQAPr/jv8U/53+x/6u/tn9DP58/qH9Y/0M/kj+Kv52/m7+nv6Z/tv+Kf9o/x0AQgApAOD/HwDhAM4ASQH4AbYBGQFXAdgByQHuAcsBuQGJAU0BcgEcARMB/wDGANMAmABCAK//w/86APn/hv+V/3D/9f7s/kL/nf99/1v/wf9o/z3/vv8eAAkAYACQAJAAdgBGAHIAXgBjAKkAHwAfAEYAmf+p/5YAUP94/uv/WP9u/4T/TP8Q/2n+Gv+E/0P/Mf8y/3f/1v8q/zX/owB2AJv+hgAJAMD+yP8HANn/ewByAHD/uP+1/2n/qACYADsAvf9DAG8Ae//Y/xcBowC1AAMBMQCP/4sA6QDJAN0ANwGfAF4ASAB7AFAB8gA6AGIA5QDW/2v/EABSABAAOgB0AGz/Kv+SADQAGP9jAI8Bav9b/g0BRQHy/RT/pwFfAPH+7P8UAB//kf/M//X/WQAmAMr+0ABdAN39tv8WAcH/SADk/9L/lv4aAHUAZP+9/v4BWv/P/qUAu//6/rn/RgBiAPn+lf93//X/lf/f/3kAmf7k/0IAWP9Y/4EAqP/K/+n/DAAeAMH/OP81AQ0BOf/K/z0BVQDG/8sAUgDYALQA8/7bACYBMf8vAC8Cb/84/+ABOgDD/jIBBQEy/0kAAQF9/+X+UgBJAJP+s/9xAaD+/f5yABwAdACF/xYAQwBP/30ASQFR/xcA1QBt/2X/VgHJ/wf/EgHjAB//9f9XAZ8AUP5tALUB9P41/4gA9v7O/q8AdQCu/2j/4/9+AOT/BP8iAEsAkv/r/wAAeAAMABv/uQDl/wUAMACOAD8AsP5fABkBM/8B//sB7/+p/sgApP8K/0kA+P+2/8wAQv9T/z8B2v/o/pkAeQGy/hb/7QGu/6/+dgD4ACX+ugDU/wf/ewGL/5b+nwCj/2z/WQArAM//2gD9/6n+ogBnAAoAYgCV/zUArv8MAR7+dwB8AK//7//FAKr/4v63AH0AUABn/04Bff/+/4//CgAjAN3//P8HABEBA//D/0EADgB3/w0Crf73/1EAJgCK/xYA9P9cAJYAiv+YADUAFv+IAEoA+/97/9YADQBd/m8A0gAf/47/GgEbAEb/HgD9/xr/MQBSABv/FgCLAOv+aP9bAbX/Mf/9APEAtP5kAAQBB/9f/0ABkv8K/54AIACg/7D/TAAgAHj/pP///+X/twBa/0QA7/9OAM3/OACsAJP/EwBR/6EBK/9OADEA+v9lAMn/7P9R/2MBIf/p/1QAyf9E/67/5ACt//P/fP8VAQX//wAy/0cABQCi/9YA2P9Z/6AAcv+I/1UAMQDV/wIAaADs//r//v9mAEYA7P5EAZ3///4/Ad7/r/+f/94AbQDc/wQAYgC2/2gAf/9WARMAbv8wAbH/3f5LAVb/Nv+QALcAkf7//xQBsv8J/wsBcACH/20AUACL/2AA+/8tABUABgD0/0AARABvAAL/wQBv/8UAkQA8//gAFAEa/77/NAHh/3T/FQEJAJr/4gBW/1j//gBjAKr/1/+MAAcAZf9kAAEAd//YAYP/EwAs/4YBOf/3/sMBuP4MAO8AYf8w/0MA3P+P/9IAw//O/yP/UQEl/5X/QgCA/9oAs/8EAfT+Ev+yANgA0/1MAdP/gf9s/+cASwAc/+oAK/8TAI8AdP+M/7gAev9C/9cAIQDt/tr/y/8hABX/LAC3/93/CgA1AHkAsP/p/xEAmwAdAKL/qQBr/+kAaP/eAIX+DgA2ANL/Yv+mALP/kv/x/4YA9P4/ATX/AwBdACT/qf95AL//KgABAA4ALgA7/xcBFv/l/73/mwBRANr+FAFuAJj+tgAHANv/1/9rAAsAs/6fAYb+7/5zAbT+KQCK/wYBtv6QAD0A6f4fACQALgCk/+UAGP96AMH/gf/jABL/zgHW/uwAJv/OAJf/S/8iASUASv8yAMsApf99/80Amf/p/5MAugBC/2oALADK/9T/tgAE/1EBxf91/7QAYf/D/2v/3AAYACL/jQDS/xcAs/9yAJH/YABvAFIApP/3/4gAj/8rACoArP/eAEv/LwASANn/YQCI/0sAQAC2/xsAx/+aAO/+JgBwAAUAav/uAOz/af/z/6MAQf8+AOj/JwBfAOn/Jv/SADcApv84/ygB7P9r/7QAfP9M/zIARwA+/7X/2f/l/0b/ov9pALL+TgAo/5MAy/+r/14AzP98/+kAGf8b/2UBoP/U/xr/SAEC//f/XwBf/0YAswBF/+X//QAa/+kATP9QAPr/SgD0/5MAR//fAEv/uQAmAHv/lQB7AC7/+wBv/44ABgCN/+MAuv6vAIb/ewACAHX/dQDr/3L/qQBmAD8APv/mAEYA6f/b/2QAtf9dAGsAnf+d/0YAXABP/w8BXv8/AA0ATwAQAG8AQ/90AJH/XAFx/t8Amf8FALD/t/+MAGH/PgAmAIb/WQA2/+IA6v63AOL/5P8SAVf+fQBiACAAPv8NAVv/JQGU/poBjP77AF0Acf+yABoAgP8xAJUAtf7+/8gAOP/B/5gAMQBW/+7/WgB1/yoAjADp/yP/DQLB/lYADgBXAej+OABJAdT/qP+oAJz/LQC3/58A3f4dATH/NQDGABz/7P9IAC0AIQB8/64AUP8AAPUAx/4UANsAyP+K/7kAegCS/4D/NAFG/4QAcv88ABMABwDN/+7/WP+rAGX/BQBFAJr///9CAMb/VP+xALf/cAAp/xAB0f+h/yUArP9OAJv/gwDo//X/Of+4ALD+VQFK/6AAhv+eAPH/EAACAOT/CwAYAIsATf8hAd7+LQHZ/sMArf+z/wUBSf9FAIr/pwBq/7D/nACi/3oAev5fAvb9GAFn/+0AXv/RAM//Kf+oAf7+qwAj/4QBm/76ACf//ABm/6b/lQBn/8gAiP4xAbT/KAB3/6YAkv/S/+r/lQEx/zf/egIK/jkA1v8iAMj/F/+OAdL+6f/zAEL/0//rAJP/YABR/6MBIf7lAEAAsv42AXz/qf+PAAQAKwDh/uYAIwAI/04ABQEW/nUCyf06ANQAl/6FALn/0wBb/0cA/P+aACj/nQAOAKQAaf/+/4kA2f6xALH/0P9/AA3/rQDX/vcAiP95/zwAkQAa//gAkv/i/9n/DwCY/+7/sgBY/wcBjv/D/58BUf6bAD4ACf8cAXr/DgBGAIH/fgBH/3UAbQCH/oEBmf7DACgAEv/WALL/3//k/wgAewB4/+//9QA+AIr/tQCwABT/rQBEAFL/cv9/ACEA+P5VAJAARv+R/ykB+f4RANoApP+D//oBD//P/00A7ABJ/93/vQD0/pwAlv/c/mABQP9HAID/PQCiAM/+oQEu/53/mgG7/nwA0wDL/w3/qgDTAMr/Pv/lACgALP/6ACP/sAACAGb/PwGp/kQBdv83/xkByf6kAAkAtP8dAIQAhf/wAJj/6wAc/18ALQC1/ygAvv/a/5AAFP8TAbL+DgFYAMX+OwEA/8YA6P9q/gQCRf56ACkATv81ACz/rgEK/8X/rgFf/isAKQHO/jMABACCAJz+gAB2AKr+mgA+/54Acf+X/kUBIABk/qQAWQBvAI7+fwHiAG7+/P88AUn/Pf/GAGcAv/6HAFf/l/9aAHj+8AAAAMz+7wDA/pgBf/9+/6cBI/+k/7cAa/8dAIf/cACd/4j/PwDH/wwAcACr/xYAY//HAMb/1P60AD//z/6iAd7+IP+3AJz/IQD4/yf/SAE5/3n/XgC3/ywAlv9uALv/If9dAOf+pgDfAB/+2QDT/0n/HP9mADsA9P/OAJ8Akv/x/yEAcADf/6kAHwD7/84Al/4zAVr/1/+xAG//EAHW/yr+WwEMAC4AlP+4AQYA7P7NAO3/w/9SAOP/wgCC/9H/2wD+/47/eQBaALH/SABAAIP/8f9aAGT/oQDi/wEAjP9KATX//f8WAXL/uwDr/6b/ZAC0/zYAkf/xAAsADP8MAX7/yADY/9YAOAC7/4f/EAGx//T/ev++AZ/+//+MADUAn/+CAPr/2f8GAKMAdP9TACQBhP+rALP/OgAwAAcBCgBaAB8AZ/+pAYH/Lv+iAVf/aADK/ygA7wAt/0j/9gBf/0oATv/Z/6UA/f7x/wYBIv9/AFH/5/9wAGH/zQC9/7X+QQF//i0AegFg/yYAzP8rAFoAB//9AkP+NAG7/+f/WwAIAJIA7P8l/7cAq/4EAGcAHP9J/5EADv+6/8QAb/+v/5MA2gBa/6sAoACU/zkAfQJm/u3/YQHOAPL96AEfAdL9dwBQAFD+/v+GAWv/U/4ZAL0Aqf6VAFcAVP9aAK4AJ/+uAKD/DgACAEUAFQCmAJP/vf45ARz/UwHS/sMA/v+y/jwBBf/DAKAAVv+K/1gBJP7d//j/vgCm/sgAewGg/ekAc/9D/7D/BwFb/0sAyv/JAEb+XwDCAOL+xwGU/wX/MABxAFj+sADTAAEAPgAwAI7/X/93Aab+HACaAQb/v/9RACoAQ/8SARkA6P5DAFAAhv7O/psBU/8i/4kBvf+X/S8AkwDV/nsAZQD+/pj/VACA/tj/iQB//7b/pAD7/4z/DP+DAH/+rgCFAED/JQB2AL39nf93AWz/4P4fARoA1P7E/2QA//+U/ykBWgA8AGP/wf/T/0sAJQB7ADAAMf/l/4X/if+BAE8ABAAEAFsAqv/T/7IAfgBmADIA+/8kAFsAIAAYAMcA4ABbAC8A8P+Y/10ANQC3/7gAtABc/58A0ACT/10A7QAFAKr/MQFaAS/+4QCEAYr+3v8jAer/Qf/1/8UAd//O/z0AOf+2APj/QP/VAEgACwDs/4D/CwA7ABgA1v9QAJwAIf+W/0IAaP++/z4A6f9CAPf/w//k/8T/QQAMAL//cwCu/xr/JwAcAbD/Xv+FAPb/fP9lAB8AiP9QAHcAbP8sACYBtP/h/rAA1QB+/2P/XwATAEAAXgAIAAwAlAAzAAr/pAD6AFT/hf9kAAoAYv+2/0cA6/+v/wcAFQARAO7/F/+T/xAAlf/r/8b/x/+v/+L/KgBGAN//YQBPAFj/2P9yABsAVQDt/yMA/f8IAIz/Qf8YAOEAZP9L/zcANACm/5L/TwDXAIj/bP9SAGEAcf9q/xgAMACX/8n/tf+I/9L/JQBeAN7/5f/J/73/HACPAH4AFwADAEAAJQDb/+//PAACAPH/GQA4AD8AFAC8//z/bQBWAOn/AgAnADIAVAAkAOr/CQAGANP/2f8OAMj/sv/V/w0Azf/V/xkAmv/f/9z/gf9H/xoA5P8D/73/T/9q/tv+ff8S/9j+Gv9Z/hz+s/65/gv+8P2B/R3+6/8BAf7/xP7z/iIAlAGNAuQCXAJEAdcAEALKA7UDxwIfAh0C0QGqAVACVwKgAY8AfgCDAPT/b/+I/+j/X/+l/ir+Kv5G/nH+Af/e/jz+r/0T/vL+hP+h/3P/c/9+/9H/fgATAf0AnQCEAKMAxgC/APUA8gBgAA8An/+M/1f/9f6f/nb+Q/7n/Uv9vPxS/OT8Xv7V/7P/vf3e/J7+OwEWArkBSAGIACgAUAHcA5AEKAPLAd4BgwLLAjwDUQOCAmIBRgH+AegBBgFNAEcASgABAGr/0v5U/k7+wP70/pL+wP1b/Q7+EP94/wv/qv6Z/gP/vP9yAIwA+/+Y/wIAngDvAMcAnABfAEQAZgC1AI0AKgDx/+3/1f9w//r+jv5D/gT+2P2J/Qf9n/xD/HP8z/3M/x8AEf60/E7+WwF5Ah4CpQE4AZkAPQGqAywFOQQ6AsIBiwIzA5ADlwMsAwQCWgFqAbUBUAGmAHQAYwC4/53+Iv6F/s3+uP5w/g/+Xv0X/e/9LP+E/8n+Lf5R/g7/2f+JAMkASwCj/8f/rABkAV4BAwGZAFEAQQBoAKcAZADF//f+a/78/bv9sf2Q/R/9Bfyv+xz9av/r/9L9Xvyn/X8A6gHVAV8B0QB/ADwBdAPhBEsEfwLXAZwChwPkA5gDIQMQAmUBnAE2Ag4CIAGdAEsAwP8Q/wj/Jv/u/o/+MP7o/ZT9yv03/qP+tv6H/m3+if4j/8b/MgAgAOz/4f8IAHQA5gAYAc0AXgBDAFEAggB6AF8A5f9d/87+hf5f/gb+uv1M/en8EPxz+6v8K/+YAKf+Lfxq/IT/IgKHAh8CEwEyAB8AiQI9BYkFfQOQAdABvgLiA00EEwSrAgMB1gCrAXkC6QHxAFkAt//8/ln+Fv+L/w//8P2L/bz9hf3M/Y7+TP+5/vT9HP7c/qX/7v9kAFsA7/+J//j/8ABUATABlQBUACQALgB4AK8AgQCu/+P+YP4n/gH+0/3P/U39K/w2+1f8/P54AOH+r/zI/Bn/MAEdAlwCuwF+ABYA5QFrBEoF9gNrAvYBYQI3A+4DLgQmA6gB6QBbAQwC4gErAXQA/P9N/6f+uv4c///+Lf7h/Qj+2v2B/dD9wv4A/7b+iv7j/hb/Uv/x/5MAngALANP/OQC/ABEBHAHxAHcABQDs/0EAdQAVAE3/hP4b/uD9w/2w/Wj9kvzD+2v8Zf7r/xP/gP0r/cb+jADLAV4CEwIiAWQAbQFbA9IEhgROA1YCFgKsAk0D7gOEA3QCQwECAXUBjgE1AZEARQCo//P+fv6U/rH+S/4t/kj+Pv6p/Wr9Bf7C/iH/IP9E/x///v5P/xoA1wDGAGwAJQA1AHIAwAAHAeMAjQAUAOb/3//S/4D/Cf+o/k/+2f1S/fP8uvxw/Mf8D/5r/1H//v1r/WP+EABOAUUCXwKyAccAGQF5AtYDVwTxAy4DcgJVAqAC+wIMA8kCKQKJATsBJwG+ADUABwAKANf/Qv+w/iv+2f3S/Uv+yf61/i3+uv3a/Vb+/P6H/8j/s/9t/3//1P9dAIoAnQCUALQAtgCWAIMAZQBlAD4ASwAzAOb/Sf+z/ln+KP4A/tT9pf0o/YT8Z/xb/c3+gv86/8z+vv5C/xYAbgFoAn8C/QHYATICmwINA2MDkQM+A+8CswKbAkMC4gGvAZ8BqAF7AQcBXQCw/0X/H/80/z7///6B/g3+6v33/SL+S/52/o/+rf7l/i//WP9i/4b/xv8lAGwAlgCbAHAAXgBxAJ4AvQC2AJEAWgApAPf/y/+L/z//0f55/kr+If7n/Zr9Sf35/MT8RP1F/k7/eP9a/1v/pf8KAKMAoAEqAlgCRAKLArACrQK5As4C2gK9AtICwAJ6AvIBgQEsAQ4BDwH1AKoARgDO/0z/7v7O/rP+a/5N/lf+ZP5S/kj+Wv5b/mr+s/4n/3L/mf+z/9P/9/8UAE4AbQCMAIwAnwC1AMMAsACGAGMASgAtAPf/wv+C/yb/xv5//j7++v2+/af9iP1R/UX9tf14/gf/Tv99/9//IABpAN0AfAHPAfMBLwKYAtkCwgK0Aq0CkwJqAk8CXwI2AucBhwFJARgBygCEAEAABQCW/1L/HP/1/pz+Uv43/i3+Mv5A/mz+hP6Q/rj+7f4q/1f/gP+4//H/LQBXAHsAkQCXAJMAoQC1ALoAqgCPAHcAWgA+ABsA7f+n/1b/Df/M/or+O/4L/tT9xP2n/ZT9l/3e/Vr+3/5N/7r/FgBUAJoABgFeAZoBwgEYAkwCeAKhAscCvQJ7AloCNAIIAs8BqQFxATcBBgHZAJYASADy/5P/Q/8D/9L+ov5y/ln+Sv5N/l/+gv6X/qf+0P4M/zb/Zv+m/9f/DgAoAF8AdwCLAIwAkgCPAJIAkQCXAIYAcwBZAD0AHQDp/6v/YP8X/97+kv5j/jT+Gv76/e396f3x/Q7+Wv7E/iT/jf/8/2UAoAD2AEkBkwGrAc4B/gEvAkACVwJpAmsCTQIoAggCzQGRAUQBEgHQAKgAbwBJABEA3v+W/17/KP/u/rf+hP5r/mT+aP5+/p7+z/77/jX/a/+Y/7f/zf/s/wYAIgBEAFYAdQCGAJYAqQCfAJQAewBnAEkANQANAO7/yP+b/3v/T/8u//v+vv6Q/mz+Q/42/jj+Tf5h/nz+sf7s/jH/hv/h/zYAewDGACABYwGjAc8B9gENAhMCDwIDAvUB3AG0AZcBhwFoATwBIAEBAc8AlwBpADYA7/+q/3D/O//6/sz+ov6U/oz+i/6o/sL+7v4I/zX/W/98/5r/v//d/wcAIABEAFgAewCFAJMAnQClAJkAfQBnAEcAKgACAOD/vf+R/2n/VP85/yH/Df/x/tn+zf7B/sX+xv7Z/tn+7v71/hX/Qf96/63/9P88AHkAxQAHAUsBbwGeAbcBvAHDAcgBuwGbAYoBcgFPATUBJgECAd0AwQCmAHgASAAtAOr/sf92/0D/Af/O/rz+t/6u/sn+5/4T/zH/XP9//5f/rf/G/8//4////xsAOQBHAGgAgQCMAJAAjABzAFMAPgAYAPD/0P+//6D/jv+L/4z/ev9o/1j/T/9D/zz/Of8z/zT/OP9C/0r/U/9g/2T/a/9//5T/sv/Z/wcANwBoAJsAzwAFATkBWgFvAY8BigGEAXIBZAFCAR0BAAHgAMUAqgCPAH0AXgBRADIADQDh/7X/f/9V/y7/Gf8A//3+C/8V/y3/Qf9m/3//mv+z/8j/1f/w/wMAHAAuAEIATQBJAFgAUgBLAEMAMAAdAAUA6v/b/8b/uf+v/6b/ov+P/5H/hP+B/37/d/94/27/b/9t/2//b/90/3f/eP+E/33/jP+W/6//zf/q/xgARgByAJ8A1QAHASkBSgFeAW4BbgFnAVQBPgEbAf8A2QC8AJoAewBcAEUALAAPAOn/yP+m/4b/cf9Y/0r/Qf87/z3/Rf9P/1b/a/9//5v/sP/O/9z/BAAQACEAMABEAEoASgBKAEQAOQAwACAAFwAGAPn/6f/g/9j/yP+8/63/rP+n/6n/q/+b/5T/kf+W/5f/m/+b/53/n/+l/5//ov+i/53/nP+U/5r/of+z/8b/5v8KADQAVwCIALgA5QAMASwBSwFXAV4BVQFJASgBDQHiALsAlwBoAEkAJgAEAN//vv+p/5f/hv+A/3v/ef96/3n/cv9y/23/a/90/3b/h/+T/7H/w//q//7/IQArAEQATABKAFIASQBPAD8APgAfABUA9//o/9f/zP/D/7P/uP+y/7j/tf+5/6//uP++/8f/yf+8/73/sv+t/6v/rP+m/6n/pP+k/5z/mP+T/57/qv/B/9H/+P8YAEEAbQCVAMEA7AAOATIBQwFSAVEBSAE6ARwB+gDOAKMAcgBMACEA/P/I/6j/iP91/2n/bv9x/3f/f/9+/4//i/+U/4z/mf+U/5n/pP+z/8X/2P/y/wcAGgA4AD8ATgBUAFQAVABGADsAHgAUAPH/7f/X/9L/wP++/7D/sP+p/6//sP+1/8X/uv/L/8j/0v/F/8b/xf/H/8v/xv/O/7n/u/+5/6v/rf+c/6H/ov+s/77/1//z/xgAOwBlAJcAxADrABQBOAFPAVIBXAFKATcBFwHsAL4AigBXACYA6v+7/4j/c/9Z/1z/Xv9y/4D/mv+g/6//qv+s/6L/nf+X/5b/nv+l/7f/y//i//f/CwAhADIAQQBKAEsASgBKAEIAMAAmAAsA9P/W/8X/u/+0/7D/qf+p/6r/sP+2/7f/x//D/9X/2v/g/9//2v/b/9P/1P/M/8z/y//E/8H/sv+j/5v/kf+V/5r/ov+7/9j/+f8nAFcAiwDAAPgAJwFMAXABhAGOAYABdAFJAR8B6QCkAGUAGgDX/5D/Wv8w/xj/Gv8n/0D/Xf94/5z/s/+9/8f/wv/E/7P/sf+u/6//u//I/9//8v8QACQAOgBGAFMAVgBUAE4ARQA5ABoABQDx/97/yf+0/6j/mf+c/4//jf+P/57/ov+3/7v/1P/Y/97/3//X/9j/1P/Z/9b/0//E/7r/pv+U/37/dP9w/3z/h/+l/8X/8v8tAFoAmwDaAB8BRwGBAZgBvQG4AbkBmwF4AUABBgG4AGwAHgDP/4P/P/8O/+f+4f7w/hH/Nf9i/43/rP/F/9v/2P/g/9H/y/+8/7n/u/++/9L/5v/5/xgANwBJAFkAXABpAF8AWABNAD4AJQAEAOH/uv+i/4P/gf9r/2r/Z/9s/3X/iP+o/7X/0v/e/+//+//y//f/7v/v/9f/vP+Q/3b/bP9d/03/P/84/07/Zf+J/8D///9IAIgA3wAsAX0BtAH0ARcCLQItAhcC6QGoAWcBCgGtAEIA8v+K/zD/6v65/p/+qP7K/v/+Lv9v/57/xf/X/+X/2P/H/73/r/+p/6T/sP+7/8z/5v8CACMANwBZAGsAfQCVAJYAiABrAEwAKQDp/7f/hf9X/zv/Lv8o/y3/Jf85/0z/bP+O/6z/zP/k//r/AwD+//b/5v/Z/8j/qP+N/3P/Z/9O/zL/If8v/0L/Wv+Q/9T/IQB6ANoAPQGdAfIBPAJtApECnQKGAlgCEgK+AVQB3gBuAPH/dv8H/7H+a/5K/kr+Yv6M/tT+Gf9h/6D/1f/x/wgACgAGAPf/6f/f/9b/1P/a/+r/BQAnAE4AaQCVAKoAwgC7AKMAhgBNACYA5f+u/3b/O/8T//D+4/7g/uv+Cf8r/1D/ef+c/7b/0P/j/+r/8P/m/9X/xP+z/53/g/9t/07/Jv8U/xL/Jf9E/3r/xf8eAHwA6QBiAdABOgKSAs0C/AIKA/0CwAJ7AhQCngESAY0ABwCF/wr/rP5Z/ib+FP4P/ir+Tv6Q/tL+Ff9b/6D/zP/z/xcAJgAoAC4AKgAsADMARgBaAG0AmAC1ANcA3wDsANcAsgCBAEcA//+m/2P/E//b/qn+mf6E/or+j/6u/tf+Df9E/3L/mv+7/9n/3P/d/83/sv+X/4H/Zv9O/yn/F//4/vv+GP9R/4//4/9RAMYARwHJAVUCvwIcA1IDcgNpA0UD9gKHAvoBZAG8ACUAiP8H/47+PP4A/ur9+v0P/kX+dv60/vv+M/92/5b/xf/Q/+v/9v8RABYANQBIAG4AlADJAPcAJQFIAVMBWAFHARgB2wB+ABsAqP8x/7/+WP4O/tz9y/3Z/RL+VP6z/h7/d//O/w0ASQBKAGQARwAwAPL/vv94/zX/8/61/oT+Tv5D/lT+pf70/nr/CgC3AHABLALsAnsDAQRGBGAEQgQDBJAD4gIgAkYBgACp//f+VP7e/Yj9Xf1k/YX90P0j/oL+0v47/4L/yf/j/wYACwAFAAcABAAWAB4ATwBvAK8A+ABCAXkBqAHHAc0BpAF3ASEBqQAmAJH//f5h/uv9dv04/RH9Jf1Z/bH9Kv6z/kj/1v9QALUA+wAhARwB+wC6AGkACwCX/x3/t/5U/gX+tP27/eX9Yf7V/oj/TwAtASgC8QLHA08EvwTbBL0EYATgAxwDMQIvAUEAXP+R/uv9bv0o/RT9N/1u/df9Sf69/iD/e//S/wQAGwAbABEAAQDv/+v/7P8LADYAcwC4ABEBaAG8AewBCgIHAuMBjwEeAYoA8f9D/5r+Bf6A/TD9+Pz7/Bn9eP3h/W7++v6X/yEAlAD5ADMBUAFAARkBwwBdAOr/c//x/nL+B/6w/V/9Qf1g/b/9aP4W//z/2gDvAfUC5gOjBBwFZwVNBfcEZASuA7ACjAFsAGf/ef6r/Sv9wvyl/Lb8Df1k/ez9ef4B/2L/v/8bAD8AVABOAEYANgA4AEIAUQBmAK0A8AA5AX8B0QH5AQAC8gGyAWMB3ABQAKn/9P5S/r79TP34/PL8+vw0/ZX9Kf6//mP/9v+KAPYATwGPAZABdQEsAdEAUQDE/zb/of4d/qv9Tv3x/MH84fxv/SL+8P7e//kAGQI8A1oEJAWrBeMF4AVYBagEzAO6AlIBAgDm/tX9Cf1t/Cf8/fs7/K/8Rf3o/aX+U//T/0UAoADkAOcA2AC0AI8AcwBnAG4AcQCdAM8AGwFbAZsByQHHAacBcgEdAZoAAwBa/6b++f1+/Rj96fzY/A79Z/3j/ZX+TP/9/5YAMgGsAfsBHwIdAuABfgENAYYA8P9Q/8f+Mv67/V/9Jf3x/NT8zPzi/C794P24/pj/egCNAawCwQPCBIwF+wUkBgQGmgXhBOUD0QJiAQcAuf6g/bj8AfyT+1z7gvvh+4b8M/33/bz+df8aAKgAHgFmAYsBjwGUAYMBfwF5AW8BZwFnAXcBcQFnAUcBEwG1AFMA2P9U/77+Jv6r/T39Af3y/BL9Vv3L/Wf+FP/R/4QALwGzARQCTwJVAi8C3QFeAbcA9/88/27+tP0M/ZX8PPz0+9r76/tJ/AT9Fv4o/1UApAEMA3UEoQWABgUHNgcGB1wGaAU7BNMCKQF7/wj+t/y9+wz7q/qY+uv6nftm/FT9Yf5k/zsA5QB+AecBHQIjAvcBwwGSAW4BRwEUAQ8B/wAXARQBEwEDAeIAlAAtALb/Mv+i/gX+ef0G/dP80vz//Fv94f2o/nn/TwAnAeABegLSAgQD9wK4AkACnAHRABYAXv+v/hT+m/1S/Sn9Kf09/Xb9sv0F/kP+c/6r/sf+wv6l/rr+OP/+/70AeAFNAoUDxQTMBYEG0AbNBl0GlQVVBLkC9gAc/yz9d/s8+oX5H/kj+aT5ovoL/KH9Nv+fAPcBFgPoA0EETgQFBHsDqALMAQQBagDa/2T/Fv8M/yv/aP+P/57/nv+n/4P/Qv/u/pr+TP4K/vz9Gv5x/t/+dv8NALMAcwEDAmgCfgJwAisCqgH9ADUAVv9h/nr9s/ws/MP7ifty+5P7yPse/Kf8ff2x/gkAbQHLAjUErwUPBwcIewhsCAAIIAfNBSgELQIZAP39FfyE+lf5wfiF+L/4ZPmS+g78rf1E/8AAFAI3AxwElAS2BHsEEgRiA5oC2AEhAX0A1v9d/w7/8f7X/sv+sf6m/o7+if5p/kn+Lv4d/iL+Q/6V/gT/h/8OAKEARAHdAV0CowK1AowCUQLhAUgBhwDE/xP/Y/7a/XT9Rf04/VX9m/0L/or+G/+i/wIAUQB9AIsAZAAhAMr/Wv/X/mD+2/1S/TL9uf30/iUAOgFsAggErQXaBnQHZAfpBtkFaQR1AmcAU/5s/KH6YPn1+Ez5DPoA+2D8Iv4DAKkB6wLFAygEJQTDA/8CBwIFAQwALf+I/kz+iv7j/k//zv9gAPUASAFcAQkBlgD//13/q/4Y/sD9mf2y/fv9sP6G/10AEwGlARwCYQJhAgYCaAGiAOX/Hv9n/rH9H/3B/H/8ZPxv/Kr83PwZ/Tr9V/16/eH9ov7Q/yIBfgLZA4UFQwfACH4JhQn4CN8HPAb6A1wBjP7j+3j5o/eH9lf21fbU92L5e/vw/WIAkwJdBLIFcgaxBnYGwAWkBEgD3AGGAGb/o/4L/q79dP2X/d/9T/6W/tn+9v4Q/yb/Kv83/zn/UP91/7f/EwB+APcAPwGAAaYBxwG7AYgBIwGoAC8AsP9F/9H+hf4+/iP+If5A/n3+v/7//jD/fP+//wcAKAAyACcADgDm/5r/R//b/nP+DP6h/Sn9mPx3/Bz9hv4wAKQBDAPZBOsGiAg5CQAJOgjWBt0EYwK9/zr91Prl+JH3VvcP+F358/q0/OX+KwEcA00E4gQDBasE3gPDApcBfgCM/7b+RP5T/tD+X//O/yYAkADvAPsAlQAIAH7/6P5j/vP97/0V/oH+7v6h/24ARQHhARwCLAL9AcYBMgGKAMv/K/+y/k3+GP4N/ib+Nf4z/hb+Cf7u/cn9hf02/Qn9+vwG/ff88/wv/Rr+2v8SAgoE3wWLB3cJ3gpMC4kK+gjQBvkDrgBW/Wz66vf29cv07PRB9l34v/o1/ef/gQLTBGsGTAdnB+IG7AWfBEgD1gGAACH/E/5y/Uz9bP1//Yb9q/0W/nn+2f4G/0z/gf/T/y4AlQASAWYBjgGBAZABfwFVAdwAOQCz/zv/7v6q/pX+kf6r/uH+Lf+U/+r/IwATAP7/3f/E/6H/WP8g/+/+9/74/vr+3/7A/oT+Qv7S/W79B/1z/OX7rvuv/NT+QQFbA0gFzwdhCgMMPQw/C5wJ2wZUA13/6fvq+Fb2dvTU8+n0EPf3+dn87P/iAn0FPQfoB9sH6AZjBSYDJwGD/1n+T/2Z/JD8KP1D/iP/4v9aALEAuQBrAAgAk/8t/7b+bf6K/iz/6v+AAPMAZQHcAQoC4gFvAeQAQwCd/xj/zv7M/uL+Af8y/4n/7P8jAAUAsv9F/83+Z/73/bP9f/19/Yf9w/0V/lT+i/6J/lv+5P0d/aD89/yH/rAA1gIJBW0HIgoYDPIMPAyOCr0H6gOn/2T7+vcL9R7zY/Jp8+j1N/nK/DsAnwN3BosIVAkyCScIcgZNBPABEAB9/mz9jfw7/Fz8Gv3Y/Wf+5/4s/5X/kf+x/63/4f8aAEsApQAgAbkB9AEIAqYBTQG2ABQAW/+g/jT+2/3y/Sj+w/5b/wcAbwC7APEA4ACeAAMAZf+0/kb+9P3k/QT+Sv6e/sX+9f7b/r3+Q/64/fD84/vo+o36rPs5/nYBYAQ+BysKIg3mDt4OJQ0oCh0GIQEl/Mb3tvRt8mLx5fFZ9Bz4JvwpAKQDnwaGCGUJKAkQCFgGHgTNAcL/bP6y/Wj9Pv08/Zr9If6c/s3+wP6f/on+if65/kf/AwDEAFwB+AGAAuEC2wJTAmQBYwBv/5f+7/2b/bT9Df6l/ln/NgD9AHYBewE1Ab0AMQCG/9P+Nf7a/cH97v1f/vL+ff/D/9D/kv8w/5L+wv3m/Aj8Vfuf+gD63Pn/+r39lgGIBfEI8QuTDicQ7g/vDZoKKAa6AC/7c/ZW85Tx/vDb8Vb0Lfhp/IgALgT1BoAI6gh3CHAH9gUOBFYCzwC8/wL/o/6S/ln+6P1c/Qv9yPyg/IP8v/xp/W7+qf8fAasC5AOZBKsEUAR+A0ACvAAS/6n9nPw8/ET85fzL/eb+5P+xAEcBjAGHAQABaQCj/xL/m/5x/n/+xv4l/4X/5f8QAOv/Vv+F/oX9kPyS+9r6Pfq6+UX5nPmY+1T/0gPZB0ILIw6BEAcRwA/aDNIIsAOT/Rz4GfT88e3wQPEg84H2jvqI/mYCigWmBxwI4QcrB1gG/gSFA2cCeAHBAPX/f/8C/0j+E/3i+x770/oJ+3r7hvwC/uL/wwF4A/oEyAW8BbEEPgOIAfL/Uv7p/B78+PuD/FP9l/7n/wMBjwGhAYEBLQGwAO3/ZP/3/ur++P5a/+P/SgBrADUA6P91/+j+E/5S/av8OPwE/PD7Rfx7/Jf8MPya+1X7Z/wS//cCyAYcCtsMDw8jEIsPUQ2DCW8EMf52+OrzifGO8Pbw7/In9mr6jP6iAv4FPQi/CBwIHAcTBg8FtgOqAsUBEgE6AHn/vv7n/Zr8E/vx+Z75JPo7+8z8z/76AAoDwgQBBpsGRQbhBOMCwgAC/4P9ffz/+yX8sPx//YL+tv+dAPgAzgBuADcA+P/S/9D/CQBFAHcAnQDLANQAdQC3/9D+/P1H/bX8Svw0/Bv8JPxH/JX86vzO/Dz8YPuN+0D9FQGBBcUJJg17D9YQOhBQDpEK3AWp/1v5+vPG8BHwyfA781T2iPo6/tMB/wRcB2UIpgdqBhkFcgTDA30DPgO9AskBPQDj/oL9N/yZ+i35gvju+Gb6pPxw/yECTgSCBRIGCwZhBR8ENwJIAIP+Wv3Z/CH93/25/kP/c/+b/7D/vP+L/0j/L/83/5D/OwAkAewBPgLrATkBSABH/0z+XP3J/ED8AvwO/Jb8TP3N/dL9d/0Q/UD8evtz+oH6+PuM/08EUAm0DaIQKhI3Eb8OSQowBTf/Y/mO9Hrx7/Du8cj0G/j2++T+MgHQAvQDwQSYBHsEPQSyBB8F0AU3BiMGBgWTAqn/jvwr+jT4QvdI93n4g/oR/QQAxQL6BOkFyQXpBKwDbwJBAX8A7/+c/1b/OP9V/2P/K/+K/r/9Df2y/Nj8l/3h/h0ATwEFApwCzgKYAukBzgCk/2n+mv0i/Vn9wP1O/lj+Ev6P/cX8J/yj+z37F/vO+nP6i/r9+5v/qAS6CaYNCBDhEN8PFw1HCRwFXgB2+xD3g/Ts88T0pfbu+F/7EP0c/hH/iQAeAkwDOAQWBUEG4AZiB2UH5gbxBNgBdf6J+4j5Zfhe+DL5uPpa/DT+IADmASQDXQMiA2sC7QFqAW0BswH1Ad8BNQGMALb/BP9B/p/9NP0Z/VT97/0H/z4AQAGrAaMBXQHcAFkA0v+c/2//Qf8s/zr/dv+C/0T/qv7s/Q/9QPzL+7n79/s//Hr8nvyk/Bv8Ivxy/cEA9AQQCYYMog5eD8cNPwt4B+QDg/99+yj4Mfb69Vf2SvgW+kf8Ov34/cn+1P8NARYCogPiBCkGpAYaB+MG2wXCA9YAIf6o+yf6d/kK+kD7s/wG/j//WAALAV8BbQFzAW4BcAGvAS0CswLLAlsChwFPACv/+P1k/S39Zf3T/Vv+IP/H/0oAhgCgAGEAAwCg/3D/tP/b/yoAIwANAI7/3/7o/TP9jvwU/KD7W/uL+8v7NfxO/Er80fxF/hYBzgSNCNULmA30DZQMHgrZBnkDNABA/dD6EfmL+Ir4aPlb+mn7Gvx3/DP9HP6f/1IBTQMKBUsG8wbnBjsG2gT8AsgAr/77/Nf7ofv2++j8p/1V/q7+0f73/hz/wf9WADIB4QGfAvkCFAPEAhwCNQEGABn/RP4T/jP+p/4m/3v/n/9s/x7/0v6k/qP+xv4T/3f/wP/s//H/yv9Z/8v+2/09/b384Pww/Zn97f3C/Tb9Pfzl+4z8uP7GARYFLAhNClML1QqPCYQH/AQmAmH/Wf30+5D7p/tF/MD81fyM/C78Yfza/Pf9aP8lAbUC5APJBCMF2wTuA6YCMgHG/8v+TP5u/sD+Dv8b//P+rP5K/iL+Qv7B/lv/HQDlAJ8B+gEQAsMBPgGUAOP/kP96/8D/9f86ADwAGACa/wz/lf5C/iD+Hv5R/qD+1P7z/ub+wv5R/rz9Wv1e/a/9JP6M/uT+uP4P/iD9mfwu/X/+lQCxAhsFEQcpCEYI0AcbB4gFlwNjAer/s/4h/tn90v3C/TL9pPwe/GL8+/zn/Sr/oADYAX8CAgNbA14DugLzAS4BeQD1/6r/1v8CAAUAp/8q/8j+hv5p/pn+IP/G/0UAnQDqAAQB4QCRADsAAQDM/9L/7f82AHAAcwBBAOT/jf8n/83+rf6z/rz+pf6M/mv+J/6x/Vb9If1J/an9H/56/rn+Av/r/qL+Sf5X/rf+Tv9EAGwB6AIkBOoEMQWSBdcFTAViBCgDBwJUAAT/Hv76/e/98v3w/e39Hv4o/p3+XP9kAAEBdgHqASYCGAK/AYQBAwGYACQACgD4/x4AHQDz/7n/cf9B/xH/PP9u/8L/5P/t/9z/wf+u/33/jv+t/+L/8/8VACUAMgAHAOn/xP+k/3H/P/8X//j+0f52/iP+8v3m/e/9D/5Z/qT+1P4I/yr/av+J/67/rP+o/4H/Sv86/23/8P9uAA0BxAF7AscCzgLGArQCZQLtAYoBMQHkAK8AfQA8AAUAAgD5/8D/xP8MAG4AegCKAKgA2gDBAI4AYABaAEIA7P+6/7X/wf+5/73/xf/A/7z/2f/5/x4AOgBLABoA2/+r/6P/e/9t/27/lv+s/6n/qv+l/6j/m/+M/4n/j/+f/5//jv9d/y3/+f7q/sn+v/7G/vT+P/9//73/2f8FABMADAADAOv/0f+g/2b/Rv8//0j/bP+j/+T/JQBFAEgAUACcANQA5gDNALUAmgCdAN0ADwEUARkBQgEhAeYArgDKAAEBFwHjAJoAWgAWAAUAKwB0AGYASwAoAOX/i/+G/wAAMABMAEcAXQA2ABIADQAVACMAIgAUAP3/AgDp/77/xv/B/5v/hf+d/6H/tv/L/5r/R//7/vT+5f4D/0r/fv9C//7+7f4O/1n/1f9LAH8AiwBwADsA6P/D/+D/7P/8/xIAGwDY/6D/P/8q/1X/kP/V/xcAIADd/47/dP+h/xcAvwAZAR4B/QD8AAwB9ADWAM8AxwC4AK4A3ADyANAAeQAsAAcA6f/f/wQAVACXALMAfwA3ANX/zv/b/9//KQCqAOUAkwAbANP/ef8u/1j/qP8KAGQAhgCDAAAApf9s/wr/h/8mABYAxP+M/1T/6P6g/p3+Nf/Z/y4A/f8AANj/o//R//b/JgAKAA4AiwA/AP//4P9j/4n/FADp/1sAZgCM/z//B/+H/+f/YAA+AC4Aqv/E/gD/Yv++/0wAVQCIACYA3P+aAHAAQwB5AC4AYACMAEkB1QA3ALj/Z/+J/zEA5wAEAYoARAA/ADUAWADcANYAzgBRAEf/qP5L/3QAwwAKATcAR/9c/0//CADAAE4ADADy/zAAAgB9/8//NgDu/1wA6/9A/1H/Uf+s/z//Ef9G/0T/vv9i/w3/P/8v//z+Zv/1/6T/pgCIAM//CACv/8H/yP8ZAGsB6QBqAWwBGQAy/hr+QAFDAcwAKAGTAFD/U/7m/qAAxgHNAJYB9wAyAEkAZQAvAJ3/GwBe/zf/TgCZAPkA8v+Q/2r/gP93AGUA8wBVACgAcwBa//P98/00/wkAZP/ZAOQA9//y/6H+Sv8IALsA+wBkAX4AIADpAAwAov/hANYAEADT/1IAXQAlAMP+uAD1AdMBKwKv/i39af0//7UALQLFAskAlf9R/on9B/41/2oAjAAeAkoCiv87/rH9xP4jAPD/yACbAL//Of8AAC4B8P6m/0kABQBBALUA/QE0ATX/Nv6HAEwAMgH5AGYAq/6J/sL+zP6W/7gAigIxARn/F/8s/9v+7v/w/1MAiAF4AbIA6v7b/cj+nv+wAP0BzgDiAMT/sv6q/sD+JgBVAFYAq/6eAP7+sf/lAIj/+P8P/48AwP/G/r//lf8VAeQAbP9g/2X/F/8i/y0B7AE3ANgBzwDW/2D+C/6EALwAJgKQAQX/5wAR/4v/f/+W/vT/tf+wAFYAsv6y//L/6P5eAKT/Vv+vAUIBYwACAkUA4P+r/1v/HwCyAHH/sACo/9T9af9m/x4AjgEqAWMBOQA5//38Lf/rAIgADQFWAXwAnwDB/kv/DgEaAEcAuwCCARABowD9/vb/yf6N/m7/rgBwAfn9+gCRAIX/LP8P/Rb/fwADAb7/6f/g/+/+I/96/tj+oQMuAuT9nf9E/hv+0ADUAAsA9ADsALsAdACE/t7+uADo/2QAbgCBAVICWAAr/v79kf1vACoB0//IAI4A9v7W/hEAF/8o/8EArv8kANMAdACp/un+u/9FAYABKQHt/+7/5v5v/6z+jgHWATf/UwLKAPP/uv3g/vj/X/8vAeL/qgIcAsD/hv4k/Sn+JgBnAPEA3gGvAcgA7/0m/tn9AwCcAhMCtQC//6j/ov2C/i0AzABRAXgB8f4l/rP9Yf4OATMBqwBGAdL+Xv5N/xkADwHo/ucAZwBkAJIAuP+H/wn/8v9rAaMA5f9i/4D/mgBzAOb+dABk/4f+zv9CANwA2gDkAB0ABv8O/jz+CgJ3Ai4BYv8hAB//cv4K/6n/AwESAdEA9f51/t39vwCr/0IA4wFWAewAMAA+AXX/OgAcAJQAgQGOAIIAiwCx/3cArv8Z/+3/kgB9/+j+MwG3/2n/6f8m/9YAFP/u/pgBdf9TAVIASv8/Abb+nv5l/ksC+gK+/97+7v6c/q//OwHpADIAeACC/7T/ov+1/zkAxP/a/+T/zf5/ADEClQAp/pn+c//z/x4BBv8YAD7/FQA0ADIANgAQ/+kA4ABDAKv/CQB+AGYA0f/8/+j/PAD2/7QAXv9q/5cA7P4HACj/fwBz/1IB8QDX/sX/Kv/C/28B1wCcAJn/DgDk/5//Yf8wAT0B3v+D/iH/b/+aAJz/EAGU/xz+HQC7/yEAIwBvAPf/BwAi/8f/g/6E/vwBrwJPAQEANv/e/cj/JQFDAU0AVf/MAFEAUf8sAEsA+P+N/wIAgP+1/zsBx/9rAUYAk/9R/1v/x//R/zoA0QDH/x3/4v58AJD/MgBq/+H+7ADQAaUA5P9Q/mH/dwGH/27/8AAWAMT/fv8+AUwAuv9QAej99v8ZABcAGQGNADcBKf+2/ln/DgCyAL0A4gD9/iT/0f+YAd//OwCQ/7X+GwDfAMcAbwAU/wP/bwB9ABQCTAC7/r/+E/6wAEQBIAJvAB//Yf9VACH/nf6z/wwATwEsAM8AMAEZ/4z+4P4z/oQBEQHN/8kAI//P/hT/GP87Af7/JgAyAbH/pQBb/l3/igAXAekBAwFE/z3/LACW/mD/TgBFAY4AEAGPAPv+t/9o//L/AgHD/xkBjwFj//IASv8H/zP+mP4cAPT/QwLvAAwAWP0G/0D+qgD+AJwBugFlAA//7/1u/7P+TwA2A0QBSgB9/wP/QQCv/k0AugClAB0Adf+t/7L/HwCAAHoAb/8w/w//eAH9/t//TQAO/2kA5f9uAD7/NwCXAaUA1v5l/gz/qf+yAJwASgB1AMf/VgB0/x7/a/8qAMgCAgEkAEv/V/4fAHYBVwDCAFj/XAD6/1P/6P8SACz/zgB+AXf+0/8VAIL/SAG7/pf+/gFi/yf/nAFBAI8BMAB0/uv9bP8q/4MBzQHL/zwBJgAJ/qD9qv9RAEEAYgAuAIn/HQB7/2oANAAq/97/tv/2AOoBogGw/xf/s/8u/z4BOf8LAMT/2wC3/14A3f8q/1f/OP94AOT/KwC/ALL/Z/+D/iUB+v+a/9n/VgD5/2z+lf+u/38A+v85AAQBmACJ/7j/xf+i/0YAdAAnAHQAwQA3ACwA8AC1/1X/eP/+/iAALwBGAA8A2P+CAWH/MgB1/pL/UgFGAPL/av8CABsAAwAAAJb/uv9F/uf+fgHEAaUAYP+Y/8f/m//v/nwAaP+G/6kA4ACUAKr/GP/M/jj/J//tAKgAHgFyAKEA+v4FAEH/ZP4z/4cANQCiAMQAjQBe/5n/Qv/i/1YAgwB0ANQAJf/t/7b/MP+y/9v/cQBAACcAEwAW/1UAbgDt/wUBBwBH/xEACwCC/yL/MQCcAbL/yf8rAIsAHgCL/yf/FQDJACoALAAaAFIAFP9k/7z/qf/1/hQAaQALAMMAGABSAOoAtP9sAPz/sv8U/1v+//87AfL/OwAPADQARAAIAPD/NACjAO7/8P9L/3IA7gDwAAUAyQAsAOT/1f/m/xMAn//dAF4AxABtANb/X/92/yj/gv9w/zD/MwAcANYALwAnAHP/sv8+/wUAxv+JAP//bQDy/wYAvf9xABgAVgBE/yv/Sf/m/8j/jf9UAfoANQGi/ygALAA9AJ//s/+BANQAsgDLAKoA3/8h/yIAev+n/zMA6wACAET/4P+JAO8AOwAYAOT+GQD1/33/I/+O/2sACwCoADMANwA3AOr/BgDZ/yf/Zv+l/0QAFABu/w0AiQACAWYAfQBAAPn/mf8JAHf/2v9cAC8AdgCeAK8A2f89/6v/ff81AEEAtQDtAIEABQBUAB8AOADW/3EAbwBSANb/EwCK/7r/BQCL//z+SADGAAAADAA6AJv/uf8CAMT/pP/I//b/qgB9ALEAbAACANz/6v9BACUACgAaAHAAE/+Y/2r/OQDO/8P/0P+x/1T/b/8XAMP/AgCnAOUAWQAnAC0ANQBf/5b///+mABcBPQCNAHkAmf+Q/1AA1/8F/7X/rP/G/9L/aQAIABUAif/8/3MAHgAfAHb/JwB9/5QAuP9LAFUAIQHg/9P/fP+b/3n/pf9y/2L/df/I/yAAnP8yAfgACAFKAFEADwD7/67/lf+O/4z/+f93AIwAQQAaAP3/S/89/2f/RgC9/3//2/9GACEAq/8ZAFj/TwBUAIIAGAA1ACoAgQCRADgAewDz/6z/iP/h/7D/UwC9//H/l/+L/7r/fv+3/6T/WQA9AHMA4f8lAB8Ajf+o/5z/vf/C/4MAZwBwAPf/7f/K/ywAIQDY/9L/fQAoANL/kv80AAsAAAAxAAcAiQBAAPb/uP/f/3L/iv/X/7wApQBoAAcACwBCAAwABQDA/4MA8f8KAHEAMQDY/8f/YABEADkADADc/+7/u//9/0wAJgDj/8n/TwAPAAcACgBKAOb/yv+j/5f/BgAuAPH/9v9JAKcAGAC5/7//BgCa/wwA5P8cAAIAIgAQADoARADl//f/5/8fAD0A1f+z/9L/eABsAFgAMABlAPD/2P/A/4X/sP+g/5j/u/8rAF8ALAAzAPP/+f/m/w0A6v/q//n/FAD6//P/RgATAMD/2v/J/7D/7v8YADkA9f/m/yAA1f+s/+v/JgDl//P/HwBsAEIA9P/d/7L/4v/V/+T/AgAMAOX/3/8XAEQALQAAADYARgAVAMj/8v/+/9z/2P/2//r/AADq/wkADgAeAAcA9P/d/w4AQQAtACMAIwAsAOr/EgAWABgA9v/N/w0A9f/d/xQAKgC6/9f/CgDT/8r/6f8gAO3/EgAQAND/z/+6/xAALwAkAA0AFgDj//v/9v/w//7/4f/6//H/BwD9/yoA1f/P/9X/4P/z//X/EgDw/xIA/f8HAN7/AgAAABcAFwAEAAEADwARAAYAFwAXABMA/P/+/wgAFgDz//7/CwD0/9b/EAD8//v/9f8ZAAgA9v8BAAkAAgAMAA4A9//2/+f/2v/n//n/AAAVAPr/z//n/wIA/P8hACoAOAA6ADcADgDr/wAAGAD8/+T/+f/z//r/3P////H/CAD3/wYACAAWAAIABQABABgA3f/s//b/+P/8/wcA+v8OABAABAADAPr/+P/6/xIAGAD6/+f/9//1//n/BwARAAEACAAHAAEA+//i//L/8v/x/wQACwASAAgABQD1/w4AAAD1//n/DwAQAPn//f8QAPv/8//4//z/AgAKAPn/CwDv//D/5P/v//H/BAAPAA4ACgAUABgABAAWAAkACQAJAAgA8/////T/9v/v//n//P/6/wAA+P/8/wgA+/8JAAUA+P/z//L/7f/t//P/AQAHAA4AFAADAAQACwAHAAUACAD0/wAACwD7/wQABgANAAkADgAHABMABQABAP//BAD//////f/8//z/+v/7/woACAAFAPH/5//k/+j/+/8FAPr/8/8EAAgADwALAAQACQD3//z/AwD4//3/+/8HAAYAAwAAAAYABQD//wMA/v/x//7//f8HAAAA+v/2//z/+f8DAAcAEQAGABEADAAPAAoACAAGAAUAAAAFAAUA///9/////P/3//P/9//1//H/6//n//b/+f/r//f/7P/2//P/6P/8//v/BgAJAAMADQANABgADAAaAA0ACQAKAAkACAAOAP7/BQAJAPj/AAD//wYADQAKAA4ACAANAAMAAgADAPv/+v/3//P//f/5/+n/8v/6/wAAAAD9//7/AAD+/wcABQD7//3///8IAPX/7v/m//P/7////wcAAwADAAUABgAHAAQA//8FAPv/AAAFAPz/9v/v//P/7f/v/+n/+//3//7/BwAPAA0AFQAQABMABQAHAP//DAAKAAYABAD///j/BwD9/wsACAANAAwACQAOAAUACwACAPz/+////wYA/f8BAAEABAAIAAEACgAJAA0ACQAEAP//BAAMAAYADQACAAQA/v/6////+v8DAAQAAgADAP//AAD//wEABAD8//7/AgACAAAAAQADAP3/BAD+/wAA//8DAP3/AwD///z/+f/+//v/AgABAAMABgAHAAgAAAAAABEAIAAeAAQAEAAIAP3/7//s//D/+v/9/wMADAAKAAUAAwACAAAA+//x//j/+/8CAPj/9//6//r/AwD9/wwACwAGAPf//f8CAPv/9/8FAPz/+f/6//f/+f8KAAYA+//7/wAAAQD+//P/9v/8//j//P/9/+//7f/w//b/+f/4/+//8f8CAPz/DQD3//z/5//s/+T/6v/z//v/AgAEABUACwATAAMACgARAA4ADAAKAA4AFwAgAA8ABQD6/wEA9P/w//b/7v/y//b/9v///wAABQAKAAQABgD///7//v8DAP7/AwD5/wMAAAAFAAwADAAJAAsA/f/8//L/9v/3//z/+//7//v/+f///wUACwAMAP//+//9/wAAAQAFAAgAEAAOABUAFgAKAAkA+P/5//f/+f/6//r/AAALAAwACwAKAAQACAAAAAEAAgAAAPz/AgD9//3/BgANAAUADgAWABgADgAHAAQA/v///////P8CAAYA/f8CAAIAAgD///j/7f/4//b//P8DAPf///8EAAoAEwATAA0ACwAMAAkAAQD8//n//v/3////9v///+3/+//4//7/BAALAAoACwAJAA0AAwAAAP3/+f/4//r//P8DAAQABgAEAPv/AQD4/////v/7//z/+v/4/wAAAwAPAAsAEAAQAA8ABgAQAPz/AQD6//7/+v/5//T/9P/z//X/+v8AAAUACwANAA0ADAAIAAAABAADAAsACwAHAAsAAwASAA0ADQANAAkACQALAAwACAD5////9v/5//T/+f8JAAoADgAMAAoADQAKAA0ACAAOAP//AwD3//H/8//m//L/6//5//f/9f/w//j//v8GAPj//v/2//r/8v/z/+n/7v/r/+z/9v/0//z/AgAOAAUACAAIAAoACQACAPv/5//w/+j/8f/1//X/+P/7//7/BgAMAAoADQAIABMAEwARABUAFgAYAA4AEQAKAAsABQABAAAA//8HAAoACgAEABAABAAKAAwACgASAA4AGgALABAACgARAA8AFQARABgAFQALAAoABwAFAP3/BAAAAAIA+f/+//j////1/wEA+P/8//n/+v/4//b//f/7//j/8//1//j/8f/t/+v/7v/z//T/8v/1//f/9f/9//T//v////j/+P/2//P/7v/o/+n/5f/f/9z/2//b/9z/5P/q/+v/9P/2////9P/6//3//v/4//7/+f/7//b/+//0//f/+P8LAAcAEwAcACsAOABCAEwAXABmAHAAegCCAIYAgwB/AHgAbQBmAFMASQA4ACkAFwAGAPT/6//f/87/x//E/77/u//C/77/yP/M/9j/2//m/+r/8//5////BwAHAAkACwABAAUA9v/9/+n/6f/V/9P/wP+//7D/rf+Y/5P/g/95/2j/Xv9T/1D/S/9J/03/T/9a/1f/X/9W/0//Ov8i/yP/R/+J/7//CQBoAPAAdQH8AXoC5AIxA1sDZQNEA/8CnQIIAlkBpgD6/1X/r/4m/rb9av1O/VP9ff29/R/+j/79/nP/4f9MAJ0A0AD8ABIBJQEgARAB/gDlANIAvwCyAKIAlwCOAHkAYABPADcADgDL/5f/V/8Z/+L+rf6M/nX+ef6S/q/+8/5E/5L/6f9AAIgA1QAHASsBNAEwARoB8AC2AGYAHwC8/23/FP/W/pr+cP5P/k3+Vf55/pf+wv7o/gn/Lv87/0//av+2/wwASwCTAAcBiAEMAoMC9AJFA3cDlwOJAzYD2AJSAq8B1AAbAFj/p/74/Xr9HP3a/Nv8A/1G/Z39IP60/jX/xv9DALoADQFSAXwBkwGSAZABdQFQAS0BDQHsAMEAnQCDAGEAQAAaAO7/wP+D/1D/FP/Z/qj+if51/mD+df6O/sn+//5V/63/AwBZAKgA7AASATABMQESAdoAmQBIAOb/f/8c/8L+av48/gr++/3d/fT99f0P/jf+jP4F/4v/HwClAFEBDgLQAmAD2wMrBF4ETQQeBLEDFgNdAokBmwCz/+P+K/6J/QD9sfyV/KP85/xC/bL9Nv7S/mX/8f9jAM4AHQFVAXkBkAGXAY4BgAFhAUoBNQEcAQUB3gCzAI4AWwAmAN3/kv9E//H+pf5m/jT+Gv4O/ij+R/6T/un+Tv/C/ykAmQD3AEgBfgGeAZcBfAFFAfUAlwA0AMH/UP/g/ov+Qf4O/uv92/3s/fr9Jf5L/nL+l/6u/tn+Ef+F//3/jQD/AJoBUAIZA7EDNwSIBKcEkARXBNkDFgMpAi4BEwDz/vr9MP1+/PX7ufvD+/r7e/wh/dr9j/5q/zYA3gBrAd8BKgI4Aj0CNQL+AckBhAFEAfUAwQCgAGwAQQAXAPT/xv+X/2X/Kf/c/qj+dP5N/jb+P/5S/oD+yP4t/53/EAB8AOgATAGTAcsB1AHDAYwBPAHgAF8A4v9X/9f+Vf7p/aX9d/1b/V39gf26/fj9R/6N/tf+Gv9Z/4X/7P9uABYBlwEgAr0CfgMnBKME4wTdBLIEVAS6A8oCtQGOAF7/Hf4M/TT8nPs9+x77Sfu/+4r8c/1q/kn/SgAuAfIBdwLNAvEC4gK0AmQCBAKRAS8ByABjABsA7f/S/6n/hP9n/1D/OP8U/+P+q/5+/mP+U/5L/mz+pv7y/lD/wv9UANEATQGoAfoBGwIvAgQCuwE+AboAIACD/9b+UP7H/Wv9Kf0c/Sz9ZP2m/QL+bf7i/kD/lv/R//H/9//u//T/FgBqAOQAUgHIAX0CUAMVBJYE6ATjBK4EPwSHA1cCCgG//17+Cf3u+zX7vvqW+tD6Yfs9/Gz9qv7f/+EA6QHWAlYDnwOIA1AD1QI5ApcB6ABLANn/bf8q/w//Iv9F/1j/dv+U/7D/sP+Y/2n/MP/2/s3+r/6k/r3+8/5P/7r/NgDEAD8BpQHnARcCEwLrAYoBCgFkAML/HP9//vf9if1P/TD9Of1u/b39Jv6F/vH+Uf+n/93//v////T/zf+V/13/a//W/1sA5gB5AVwCXgNZBAUFVAVMBQcFfwSBAysCoAAo/6j9Rfw2+5v6XvqA+vj6z/sB/WP+z//0AP8B0gJ9A8YDrAM/A7ACAQI/AYIA5v9y/xr/9f7y/iX/a/+7/+7/BwAVACAA/P+6/1n/B/+//pn+hv6g/sT+Lf+i/ysAswA9AbEB8wETAv8BzQFxAe0ATACj/wn/gf4J/rH9gv19/ZL9zf0T/nL+2/4y/3f/t//x/xUACgDl/8z/nv9i/wr/3f7v/mb/EQDDAIkBeAKNA44EOQV8BWYFAQU0BBEDpgEjAJr+Hf3f+wD7p/qv+h77wfvT/BX+hP+3ALcBdQIFA1ADQAPeAk8CoQHyAEgAy/9o/z3/Pf9N/3v/y/8bAFIAVwBQADAA/v+z/07/8P6b/n7+cf6e/tj+Tv/F/0sAzABMAa4B4wHgAboBcwEcAaEAEwCJ/wj/qP5X/iX+CP4J/hj+Rf5u/rD+8/4r/1b/eP+h/8T/2f/Z/8z/sf+b/3j/Qf/6/sj+xf4S/6z/dgBCASACIQMtBAwFfwWABRsFVQRNA/sBcwDZ/lH9Hfw0+8z6z/o/+//7Av1D/pn/0QDYAYgC8QIKA/ICowICAk0BlAAeALL/dP9Y/2n/lv/U/ycAVwB6AH4AVQAOAKj/Xf/3/p7+WP5G/mj+tP4n/6n/LwC9AEYBqQHqAfcB2gGKASABowAlAKH/JP+w/mH+Nv4s/jH+Sf5m/pX+vv7t/hT/MP9S/3P/jP+r/77/4f/v/9//w/+V/1z//P6f/nf+iv7//tH/zgC3AcwCDgQvBd8FDgbKBf8E2gNqAtkAAv9L/dv74fpp+nX6/vrQ+wL9W/7W/yUBLALWAisDKAPaAlkCtgH1AEUAvf9v/1z/ev+5//X/LQB9AKwAsQB4ACgAuv89/9f+d/5K/jH+Xv6p/jD/xP9rAPYAaQG6AeEB4wGhAU0ByABNANX/Z/8o/9r+yP6y/sj+zv7j/vD+6P7m/tX+zf7L/tb+7P4O/0H/fv/K/wkALQBHADUA+P+J/wP/a/7N/W/9k/1e/oL/rgANAp8DagXNBpAHigf4BtoFLQQQAsv/if19+/r5Dfno+IL5rfoZ/Lz9kf9WAcICjQPrA8QDVgOhArYBzAAFAHz/Mf8r/3L/+f9yAL8A9AAIAfMAhADt/zD/i/4D/rf9mv3N/Tr+6v6r/3IAPAHeATwCTAIuAtoBbQHLADYApP9C/wj/7f7v/gz/Pv9Y/2b/Uf89/wv/vP5t/jP+Nf5D/oD+xf4+/7H/OgCUANIA5QC5AE8An//o/hz+WP2L/Db8fvym/VL//wDwAtcE8wZeCAkJywirBwsGmgMUAWD+EvwM+qv4I/iJ+Mv5X/tE/ff+4gBlAoQD2QOlAzYDXwKSAaIAEACp/5r/uv8jAKoAJQGIAXgBOQGsABkAQP9a/o39G/3y/DX9t/2O/pD/kgB6AScCpQLNApACAAJSAZwABABt//z+xv7W/iL/aP+//+3/GwAAALn/Tv/k/m7+B/6//cX9DP5//hP/uv9dAOIAMAFNARcBwAAbAET/W/5o/a78/fuo+4T7/vtB/RP/YAF1A78Fggf8CKYJiAmPCI4GIgRRAbr+QPxS+vD4VfiZ+Jz5Pvvl/Ln+KQCIAVEC0QLZAokCEgJ0ASUB3ADsAPwAQAFzAbQBzgGhAS4BbQCj/5f+yv0P/bL8m/zm/JT9e/6v/7UAqwFJAqsCtAJ1AvQBUgGhAAQAm/9X/1f/Zv+R/73/8/8MAPj/wf9f//D+jf5L/g/+Fv5G/rL+Kv+v/zYAlADWAMkAjAAkALX/K/+h/jH+3v22/Yf9ef1V/U/9KP1P/eb9IP/DAIsCdwQfBt0H/whyCeMIlAeRBcsC9v9C/fn6Efnu97T3bvjh+cH7xv2U/0EBdAJIA3oDXAPzAlwCyQFbAUwBUAFbAVcBfAF3AUMBswDa/+X+Av47/Yr8S/yC/Br96f3+/kIAeQFoAvACFwP1AogC4gERAWwAzv91/0T/Ov9p/6b/z//E/6z/kv9i/+X+if5C/kX+X/6m/iP/nf84AJcA+wAKAfQApgAZAHz/0P5p/vD9n/14/Zn9yP3F/bT9h/15/UX9Jv1T/UH+FwBDAnsErgbDCGcKBwtlCtEIVwY9A6b/QPyJ+Zb3mfaB9oj3fPnj+07+RADuASADuQOyA0QDvAJPAuoBvAHLARUCXAJIAgQCaQGxAK7/XP4l/RD8jPt2+9n72fwZ/qv/7gAnAhQDnAOYAw4DRAJ4AbQADQCT/17/ev+e/9P/9P8JAOv/lv8X/6n+S/43/iz+a/7p/o3/TQDQAE8BbgFhAfAAWwCu/wf/e/4R/t39yv0C/jv+if6r/rz+nv5C/sv9JP2e/DL8Gvym/AD+YQB8A20G/gidCtkL6AuECv0HUgS7AMv8svl995v2vPah9175l/sR/hUAqAE9Ao0CYgJCAvcB5wE9AqICMQOSA/YD7ANBA9ABEwBB/qv8bfud+o/6AftB/M39i/8fAWcCLgNOAwMDfQLLAQ0BdgAkACgAVACgAN0A8wDCACkAeP+e/gD+f/1P/Xn9//3v/uf/0QB9AeIB2QFvAcIAGABe/9D+bf5O/pL+6f5Z/3z/jf88/8L+KP6U/Tb9xvyW/H38zvwr/Z/9EP6v/rL/VQGyA+0FGwhGCfgJ1wnRCBIHOwRTAfL9KvsS+RP4DviY+NL5WPsz/dv+VgA/AeUBBgIlAk8ClwIcA5MDHgQfBN4DNgM1AtYAG/9r/QP8Gfvd+kr7R/yO/ez+OgBaASEClAKHAjkCsAFWAQoB7ADcAPcAEAH3AK4AOgDD//D+TP6m/YH9m/0O/uX+t/+lADwBqgGiAWIB3wBUAL7/Qf8K//b+L/9D/4H/cP9W/wr/nv4z/qz9eP1Y/ZP92f1Z/rD+5/7e/q7+Vv6q/Ub9Ov1W/pYAngPRBmAJ3AoiC1UKdwicBdoBCf68+rz4zPcU+Ev5DPve/D3+a/9CALUAnQBRAGkA5ADJAfECOQQ0BZ4FJAUGBEICMwAe/jP8APuF+gX7IfyW/Tn/cgBUAXoBbgEnAdAAkQBYAL8AMwHUAUQCegJTAqEBmgBn/2f+lv01/TD9rv13/oH/ZwANAUwBMwHrAGYADgCr/6//y/8ZAF4AmACgADQAuv/w/lv+tf1H/SP9Rf24/Rf+oP70/kD/MP/1/nv+/P1v/dL8mPyx/Hv9Xv9uAiAGIAmDCskKJAqaCCwG5wIKACj9KvvH+bT5rvp3+2D8q/xA/aL9DP6L/i3/IgBOAbUCFwRNBfsF/AXwBFMDbQHA/0b+AP1c/Er8wPxh/fv9vP5J/4b/f/9r/6//LQDUAIgBQAK/AhEDvAIxAk0BbwCs/8H+df45/qn+2v4r/2n/jP+k/2j/Yf9i/7L/4P83AHYA9gAxAUIB8QCBAAoAc/8D/6f+lf6J/pv+mP6l/pP+Yf78/Yn9av2G/f/9Pv5s/p7+p/6L/g7+ov2K/Zf+tgAlBFIHlQlpCiwKzQhuBqgD0ACc/gX8tfob+iL7Gvy8/CX9HP1e/Rb9hP05/n//1QA7AsIDEQXKBcUF0wQ/A2oB1f+3/vT9mP3A/SL+Yv6M/nX+lP41/gL+Fv7C/vL/zQDqAaECJwMPA2ICwgHsADgAm/86/17/l//q//r/yf9v/w//v/6c/pX+5v5w/wcAgADQAAUBEQG1ADgAxf+A/3n/Zf97/4X/iv9t/xv/yP5S/uX9pv2B/Zr94/1R/tz+yf6F/vD9of1I/eX80/x3/ZT/wwJ4BjcJZgr8CbAIqAZxBNoB9f9T/nz9H/0M/YL9Q/0I/ev7Nvvl+lH7l/wR/tX/fgH6AkIE0ATKBCYEFAMiAhoBtgB1AKUAeAAtAGr/of73/V79HP3U/Cr9xf33/hwAAgGCAYQBWwERAcQAuwCxAPEAOQF0AaMBTgH/ADIAkf/c/nH+cv6Z/ib/ff/S/+L/uv+g/1X/TP8//2X/wf8TAJMAqwC6AGcAAgCI/wX/w/6H/oX+k/6M/o3+Xf5Y/lb+Vv5D/uT9tf2j/br9EP4+/vr+EwD8AY4EYAa8BykHMAaWBDEDVQI3AdEABQDZ/6D/UP/e/rb9t/zQ+5n7Ifzz/DT+IP/0/2oAvAD0AAYBKgE0AVsBbwGBAYEBTwEjAb8AbQADAKP/Yf8h/yv/IP9X/3P/m/+6/67/r/91/1j/Tv9i/57/DQCcAK0AdwA2AO//+P/S/8j/5P8SAEEAOwBWAEEAMgDu/63/k/+d/+L/NQCrAPQA7gCwAFYAEgDC/6z/pf+5/93///8cABYA/P/T/6f/j/+L/7j/6f8ZADIAOAAbAO7/wP+o/6b/s//Y//X/CQAJAAEA9v8BABAAKQBDAE4AWQBUAFUARQBHADIAOABBAEgAWABTAFMAOQAdAAoAAQAKABMAHwAmACAAGAAAAPD/0//O/9D/4f/6/wkADwAPAP7/+f/q/+r/6v/x/wIADQAcABwAFAABAPP/6f/k/+3/8P8CAAkADAALAAoAAwD3//b/8//y/wQABQATAAoADQD+////9P/2/+z/9P/o//n/9P/2//f/7f/u/+f/7P/m//D/6P/t//P/+P/0//X/7v/v/+3/6v/u/+v/7P/q/+r/7f/w//L/7//r/+n/4f/f/97/6f/1/wgAFwAuADEAQAApACkAGwAaACMAKQA3AEMARABMAD4ANAAdABMABgAKAAoAFQARABUADAABAPf/7v/p/+j/6//y//v///8EAP///f/0//f/9v/6//7/BAADAAIAAgD+//3/9//2//P/+f/4/wYABwANAAcABgAKAAsACwAEAAYABwAGAP//+P/3/+r/5v/r/+n/8//0//H/+f/w/+v/6f/h//D/3v/e/87/0//d//T///8GAPr/9f/q/+v/6v/k/+z/6v/r//D/6f/o/+H/3P/a/9f/3v/s/woAIQA8AEMAPQA4AC0AMAAyAEIANwA/AC4ANwA1ADwAPAAwAB4ACAAKABAAJQAyAB0A///j/+b/7P/u/wAAAgDj/+//+P/p/wQA+f/i//L/EgAQACkANgA1ACMAEQDo/9r/8v8PAAkAGgALAPn/BADyANABIgJhAaQAdv8q/yb/Kv8L/8v+s/6U/tv++P5e/8D/HgBUAHMAgwCBAGIAYgBbADQA/v/C/3T/fP+i/+f/4f+w/5b/ZP8f/xz/Hv83/2T/ff9u/4b/av9T/zX/If9x/+P/TAD8AI4B8AEHAvQBrAGQAVMBNgFPAR0B6gC1AF0AJADe/3z/H//c/tX+/P5D/2b/fP+C/5H/q//W//P/CwAsAE8AeQCOAJ0AnACTAHwAXgBdAHQAZQBRADIAEADq/7f/nf+S/43/j/+l/7v/z//Z/8n/xP+3/9L/EwBQAF0AXABKAD0AHwD9/+H/+f/z/9//uf94/zT/CP/9/tf+xf6I/nn+kP7h/hT/Iv/x/rz+rf7c/hL/CP/T/pv+gf5u/mD+rf6Y/zQBEANxBPIEqgQMBHID4AJRAsEBSQHzAMQAiAAnAIP/xP4P/nr9N/1V/c79g/46/8D/8v/5//z/MgB2AMsACQE1AVwBewGSAXcBPgHfAIUAMwADANf/uf+j/5r/eP9X/yP/+/7o/vX+Hv9H/3b/tP8GAEYAgQCeAKQAngCbAKIAnAClAKQAqAB+AFkA+v+l/1X/H//y/tb+y/7i/hr/Y/+E/4n/ev90/4z/t//s/xoAIQAcAPf/1v+w/4r/W/8r//n+yP6l/ov+cf5N/h7+E/7l/QP+jf7Z//YBKQTHBSAGmQWKBIADoQLuAXgBQQE3ARsBogC9/5L+gf3X/I/8kPzW/Iz9cP5S/7r/yf+l/7H/CQCIAAMBbAHSARUCQgIfAsoBWQEFAbkAcQAoAOX/uf+j/5D/Uv/2/p7+dP5t/pL+vv4U/4T/CgBzAKgAsQCsAKkAwgDeAAYBHQE2ASwB7QB8APH/a/8H/8P+iP5j/kP+QP49/jb+Hv4E/vX9HP5w/tT+MP95/6P/v/+i/2v/FP/W/rP+x/4c/+j/WgEvA9UEuQWvBfAE2AOlAo4BxACGAJcAyAC0ADUASv8+/kn9yfyX/OD8gf15/mP/9f8pACgAKgA+AGkAqQADAV8BsQHlAeMBqgFcAQkBqwBGAN//jP9n/1f/VP9T/0v/P/8f///+3f7Y/vr+Uf/C/zgAjADCAO0A7ADZAMcAxwDjAOYA6ADBAJYAUAD3/5n/LP/c/qX+f/55/nX+kv61/uv+FP8x/0H/VP9i/27/e/+V/73/4v/q/8n/g/8q/8v+dv46/gT+9v3b/d/9BP7X/lgAfwJ5BMkFTQb5BQUFegPiAc4AdgCsAO8AAQGjAPX/3P6u/Z78Hvw6/Pb86P3K/mn/3/8lAEYAOgBOAIcA9QBNAZMBzgH8ASACBwK1ATEBmgAXAKP/WP8+/1H/ef+W/23/Jf/D/oL+av5//tb+Xv8MAJAA7gARARABBgHnANcA1wDmAPMA6gDIAIQANwC+/0T/u/5V/gT+8P36/SL+U/6K/qj+q/6N/n3+iP66/vP+S/+X/9X/0P+L/yD/ov4z/g/+ff67/5ABtANnBX8GrAb4BX0EsQIMARIAv//c/z0AXwBXAKn/pf5k/XP8CPw//AD9B/4l/w0ApQD1APcA7wDnAPQADwEtAWwBqwHMAcsBoQFNAd0AOQCe/w7/vf6k/rb+9/4//4X/kP9s/y7//v7r/hv/dv8KAKoANQGSAa4BjgFNAfEAoABfAEQAPwBBADEA8/+q/zv/1f5p/iD+Df4e/mX+rf4R/2r/rP/G/8L/qv+V/2r/Xf9Z/3n/j/+S/2v/Kf+w/hr+e/0i/Qf9ZP1h/iYAcAKoBGEGGQcTB/AFPAQ0AqIA2/+6/xEAgADWAJ4Ay/9i/gf99vuS+8v7r/zv/Ur/SQDtAB0BGAHoAMUAwQDwAEEBnAHkAQkCFALYAXoB4ABMAJ//F/+k/oL+lf7d/jT/ev+X/4D/Sf/t/sf+1P5J/+b/rwBbAdcB+wHOAWUB2wB6AD4AOQBCAEoASwAgALr/Nv+p/jX+6f3J/d39Gf5u/r7+/P4i/yr/JP8U/w//H/8//27/nv+u/5L/O/+8/ir+u/2p/UP+wf/QATIEEAZZB2kHkAaPBGMCSQAW/4P+xf55/zUAiQAlAC//6v3O/AH82ftl/Jb96/4vABYBvAH3AdMBdQEoAfsA4wDiAAABPAFxAXoBWQEIAZoA7v8u/4D+Hf4O/kf+xf5m//b/QAA3AP3/lf9J/yn/bf8BAMEAegEFAjACAgJrAbsADgCp/2H/a/+D/7b/t/+X/0H/4f54/iX+A/4U/lv+vv4r/4j/1//3//n/x/+M/0j/Gv/y/uH+7P72/uf+pv5V/v399P0e/gD/SQBRAk0EEwYFBy4HVwahBHYCdQAq/2L+f/7O/qb/9v/1/y3/Rf5H/Yf8M/x3/HL9qv7j/9oApgETAggCtAFiASYBAAHbAOIAFAFKAVMBNwEEAaUADABN/5z+L/71/QD+W/73/p3/CwA/AEYAEgDZ/5f/tf8LAJQAJAGpAfQB9wGTAf4AWQDQ/2X/Jf8c/z7/Sv9U/zf/Dv/I/oX+Vv5M/mn+qv75/lH/mv/D/8z/vP+W/3H/Tv8//yz///68/mL+/P2Z/Wr9t/3K/mMAkQKlBIsGgweFB14GeARAAjEAwv4R/kf++P7U/0EAQgCY/4/+Uf1N/Oj7I/wD/UX+uf8IAfoBawJeAgwCiAECAZ8AdwCMAMwADgFSAXABUQHsAEQAkP/K/i/+w/3M/Rr+tv5c//j/YQB4AGEAEQDN/6j/3/85ANgAegH0ASkC9QGDAcEAEwBo/wP/zP7Z/gD/Jv84/yL/+f64/oj+Yv5v/qH++v5W/7r/+P8lABoA8P+v/23/Hv/e/qr+cP48/un9w/2V/bD9IP43/9wA5wLjBIsGewd2B24GmgRuAl0A1/4I/vj9gP4u/7j/vP9S/3D+c/2G/Cr8XPwx/V3+wv8LAQsCiwKUAkcCyQE9AdAAjwCQALYA8QAjAS8BFQGxACIAbf+7/iL+yf27/QP+i/4//+j/bQC0ALkAjAA9AAEA7f8fAH8ABwGaAe4BAQKzASUBWgCd//D+lP5o/o7+v/4K/y3/Nf8X/+r+wf6t/rj+4f4t/3v/yv/2/wkA/P/U/5n/U/8a/97+rP5o/i/+5v2Z/Xv9t/2y/jEASAJrBHMGogfwB+wGIwXDAn8Aof6t/Zj9Mf4P/8T/EwCz/9j+sv2q/BX8HfzS/Pn9d//JAO0BhgKzAncCBgJzAfsApgCFAIoArgDbAAABAQHKAGEA0f8o/3z++f20/dH9MP7Y/pb/PwCzAOgAywCLAD0ACwAOAEIAsAAuAaEBxwG2AT4BowDi/zv/sv5z/mf+lf7X/hP/Q/89/yj/+P7T/sD+1v4Q/1n/uv/5/yIAGADs/5n/QP/c/pr+UP4b/uH9pP12/W391/3j/ogAoQLVBMkG/gckCA8HHgWZAkoAYf53/WD9Gv77/sT/BgCj/7n+iP1+/Or7CfzW/Bz+rv8XATkCxALnApACDgJyAeMAjQBmAHYAmQDLAPEA8QC5AFEAwP8N/2H+2/2e/bP9I/7L/pX/SgDLABMBCQHMAHsARAAxAFkAoQAeAXcBswGTAT0BnQDq/zT/qP5T/kD+Z/6n/vv+Ov9b/2z/XP9Q/zr/Qv9d/4L/sf/h/wIADgD3/87/jP9D/+L+h/40/ub9nP1n/Uf9Q/2h/Zf+KAAeAkIESQa6BzcIkwcGBs4DbQFj/wb+gv2g/UX+7v5N/zb/pP7V/e38UPw8/L38rf3y/lAAiQFfAtIC7gKvAjwCrAEyAcwAhwBzAHEAkACbAJIATwDo/0n/m/78/Zf9g/3N/WX+NP8DAKgAIAFFAR8B4QCXAHgAawCbAOsAPAFiAV4BJAG0ABwAhf/2/pT+Vf5R/m7+pv7p/i7/Y/+I/53/p/+i/5f/lv+g/6f/wv/P/9P/rP90/w7/n/4i/r/9dP1C/TL9Hv1W/db9Kv/fACADVwV3B68IywinB5AF9QJHAEX+IP3+/Hz9cf4y/3z/Lf9r/mD9X/z1+x385vwE/oX/8QAPAsMCJwM0A9cCZgK8ATEBigAzAPr/+f8lAFwAhgBpABcAaf+X/sL9P/0g/YT9Rv5M/1IAGQGRAZ0BYAH8AKUAcgB5ALUACAFIAVUBPAHXAFwAvP88/7r+af49/j3+Uv6H/tz+Q/+i////PwBeAFUASAAyAC8AMQBgAI4AugDKAKMAVAC9/xr/WP67/UD9Af32/Az9T/2l/fD9Jf5E/oj+UP+CAFkCPARjBt4HuQgeCMoGbwTxAXn/tP2//H785/xm/fX9F/4F/qz9N/38/A39k/0z/kD/RQBlASwC6gJgA4ADTQO5AgYCEQFEAI//Nv8j/1r/rv/i/+3/nv8n/3j++P26/dv9Wv4b/wgA0QBtAboByQGiAWkBIAHpAMIAsgCVAHgATgAvAPD/uv9o/y7/1/6l/nD+cf6E/tf+Pv+w/yQAcACZAIkAYQAoAOD/n/9t/0n/Hf/N/nv++v11/fX8kPxi/ET8cfzZ/B3+4/9mAt8EfwdHCSsKZwmnB/EEAAJo/5H9xfym/ED9yv0o/gP+lv3w/C381vv3+5r8dP2w/gkAWgF6AnUDNwR8BGAEvwPdAqEBigCr/y7/Fv9W/7X/2/+9/zn/kv6w/SD95/w6/ez95f4FAOYAoAHqAQMC3gGZAVgBCAHTAJsAcABHACcADQD2/9H/mf9Q/+n+iv4y/gv+Hf5//gr/sv9OAM0AIAErARAB6wC4AJEAeQCFAI0AjwCJAG0AQADs/6P/Sv8D/9b+zv7c/hP/Xv+2/w0ASQB8AJIAjQB/AGUAWABKAFkAYwB5AHYAdgBJACMA1P+V/1n/Lf8q/yv/VP9x/77/5/8yAEkAbAB4AHkAcABfAFQAUQBVAGIAaABlAE8ALADy/8X/kP9+/3f/of+6/+7/BwAhADAANgBAAEAAUABJAFgASABJADQAKgATAAEA7//V/7P/j/9q/1D/O/88/zP/Mf8O/93+j/4v/s39Z/0d/dP8n/xW/B78U/yU/eH/DAN4BqcJzAs/DLgKtQcPBGAAjP2o+yP7K/u++zP8kPy//Or8KP09/Y390/0z/mj+Hf87AMwBiQM4BWsGlgbGBfQDxgGN//L9BP3p/Fv9Bf6g/tL+1/6h/nz+Uv5e/o/+5P48/7P/YwAmAR4C4QJ4A38DBwMKArsAjf+g/iz+If5//vT+T/91/3L/Sf8a/wD/+v4d/0r/k//r/1AA1gBnAeoBKQIlAsUBIwFOAJr/DP/X/tb+D/9f/4r/sP+g/5n/dv9//3//j/+z/9L/EgBEAJ0A8gA9AVsBSgH8AIMABACL/0L/Jf89/2T/kf+z/7//v/+6/7X/vf/M/9f/6/8JACUAUwB+ALUA1QDbALsAeAAsANT/nP9p/3X/fP+d/7D/wP/N/8z/3P/i//n//v8LAAwAGQAmADkAUgBfAHgAbABNACsA9f/M/7P/qP+n/77/v//W/9P/4v/r//f/DQAPABcAEwASAA8AGQArADgASgBKAD8AJgACAOv/0f/G/8T/zf/P/9v/2v/p/+3//v8JAA0AFwALABgADQAeACEALQAwACwAJQAPAPj/4v/b/9X/3f/f/+n/6//o/+z/5//w//X//v8JABMAGQAhACQAJQAoACQAHQAUAAQA+v/o/+r/5P/r/+3/8//x//X/9P/0//n/9P/8//X/AgAIABMAEwAhACEAHgAVAAUA+//o/+b/3f/q/+3/9f8GAAAADwAFAAoACgAKAAwACwANAAsACwAGAAoADQAJAAwAAgABAPj////4////+/8CAP3/9f/y//H/+v8BABAABgAQAAcAEQALABUACwAUAAQA+f/s/+H/6//w//7/CgAaABoAGgAKABMA/f8CAPX/7v/2/+j//f/z/xEACwAaABAADgAEAPj/9//p//b/8P/7//z/BgANAAkADQAQAAUA/v/0//P/8v/y//z///8HAAkABAABAAEABgD7/wMA/f8FAA4ADwAdABsAJwAdAB4ADAAFAPL/6v/d/97/4P/a/+//8v8PABIAHQAjACMAHwARAA8A//8GAPf//P/8//v/BQABAAsAAwD6//j/7//t/+v/7//z/wEABAANABAAEQAWABAADwAKAPn/+//x//D/+P/0//z/+//+/////v/0//n/9v///wEADAAOABQAHgAWABoACgAMAP//AQD2//7/+v/7//z/+/8DAP3/+f/+/wAAAgAFAAkACwAZABsAIQAgACQAFQAOAP3/9P/n/+L/3P/X/+T/6f/3//v/CgAMAA0ADAAKAAcAAAABAPf/9v/z//f/+v8AAAUAAwD+//z/9v/6//j/+f8AAAEAAwAJABIABQDx/+f/DAAQABIA9f/q/wcAHwAxACUAFwAPAAEADQAKAPf/9v/y//r/AAD6/xAAGAApACYAFgAWAAcACwAJAAoA8P/v/+j/8//x//f//f8BAAAA8//r//r/9f/6//L/9//1//n/BAD7/wEA9P/q/+f/2v/e/+L/6P/h/+X/6P/3//j/AgAHAAAA/P/4//7/CAAJAAsACgALAAwACgAMAAsABwD7//v//P8DABgAIAA4AEQAUgBZAGcAaABjAFUARgA0ABwADQD5//T/4//c/9r/2f/Z/9z/2//c/9n/4v/l//L/+f///wAABAD6//H/5f/M/7T/mv+J/3//e/94/3T/bv9t/27/dP92/3//if+t/8D/BgBIAKQA+AAvAXABewFxATkB+wC8AHYAIwDg/53/ff9Q/zP/Mf8t/zn/Nv9U/3T/tf/j/ygAYgCiANQA7gAGAekA1QCLAE4ACAC9/4n/X/9B/z3/Tv9q/5L/sv/m/wMAJAA6AE8AXABuAHEAcABtAGMAUQAzABgA8P+8/6b/gv98/3r/if+b/8D/5P8VADkAUgBtAH4AfwBrAEgAKAABANf/t/+g/5H/jP+R/6H/u//d//X/EgAoAEQAUABWAFQARgBIACUAFADz/+X/0v+3/6z/pf+x/7//y//k//X/CgAaACIALwA9ACwAKgAeABsADgAFAP3/AwD9//b/6//s//L/5f/o/+X/7v8CAAAAEQAYAB8ALgAjACgAGQATAAAA8v/r/+7/6f/s//X/9/8IAP7/DAARAAkADwD8/wsACAANAAoAAwAAAAcA+f/5//T/5//p/+P/3v/f/+L/7v/v//T/+v8JAA4ADAAOAAAABQD1//H/4//f/9H/1v/X/+D/8P/0/wkACgAUAA8AIgAjADMAJAApACgALAAoABYAEgAMAPz/9P/0//v/9P/3//3/EgAfAC4AOwA+AEgASwBEAEUAOwA2ACgAJQAYABYADgAGAPn/5//q/9n/2P/J/8f/0f/P/9r/3f/q/+7/8f/q/+T/0P+5/7T/o/+h/4r/d/9r/1X/RP8p/xv/+/7n/rL+rv7B/mL/VQBQAUYCtQJFA5IDnAP0AvsBsgCO/3v+m/1B/Q/9Rv2L/VX+TP80AMkAGwE1ATQBJgHrAMQAfABSAEkAWwCOAJ4AlwBLAAkAn/9T/+z+nv5c/k/+nv4O/7L/PgDQADMBdAGfAZ8BSAHPAFUA2/+F/03/R/8r/0T/a/+Z/8v/8v/s/+X/zf+5/8j/2v/1/xEAPwBrALcA3ADhALwAjwBKAPz/uf9t/zj/FP8M/zz/ev+9//j/MgBTAHYAgwCBAGEAQAAlABIACgAJAAMACgAOAAoAEAALAPD/0v+0/5v/nf+V/6f/vf/o/woAPABaAHgAfwB2AF8ARgApAPv/3f+//7H/sv+4/8j/3f/n/wAAAwANAAwACwAFAP3/AQALAA4AHAAmADMAOgA5ADIAJwAJAPL/3P/I/77/s/+//83/3f/2/w4AIQAwADQAMAAyACQAFQABAPr/9//w//n/9/8HAP//DQAIAAwA/v/v/+T/4P/f/+f/4P/2/wMAFQAmACoANwAwACYAGwAGAAAA6P/j/9z/4v/o/+7/9/8DAAoADQAQAAsACwALAAEA///3//r/AQAKABAADwASABsAFAAMAAMA+f/v/+r/5v/s/+7/8P/4/wcADQAVABcAFQAZABMAEgAJAAIA+v/5//z/+//5//X//v/8/wYA+P////j/BAD7/wQABAAMAAgACgANAA8ADwAFAAYA///+//v/9v/4//P/+//1//3/AAAEAAkADgAHABUADQAPAA0A/v8EAPn/BAD7//v/+v///wQABgAJAAEAFAAKABgADQAPABYADwANAAQA/v8BAPL/7f/p/+7/6P/s//H/+/8HAAQACQAXAB4AGQAWABUAFQAYAAsABQAJAAMADgD1/wgAAgD//wEA9/8EAAgADQAKABUAKAA1AEQARgBcAGMAYgBVAEEANgACANv/sf+c/6T/qf+v/87/3P/p//j/9/8MAPP/2//F/83/4f/Y/9//7P8IACIAFgAUAA8A9v/d/8T/wP+6/6r/kf+M/5b/n/+K/2P/TP8v/xr/DP+7/qr+bP5q/o/+w/5X/w4A4QDHAfQC/wO9BMwEmAQ2BE4D6gEmAKL+Vf0v/HX7MfuY+1P8T/1x/uT/AQHeAVoCmAKzAlwC6gFFAccASgAFAMz/pf+I/3X/ev9R/zD/Av/j/sf+vP7v/kD/of8SAI4AGgGPAckB2wGzAWYB5wBmANL/V//c/p7+if6u/uT+Mf+R/+z/NQBpAIgAjACFAF4ASwAvABkAEgAJAB0AEwAlACIAKgARAAIA2v/e/83/q/+v/4//4P/y/woACwAlAE8AUwBSADAARAAUABgA8f/5//H/2f/T/7//+v/n//3/3//8/wMAFwAQAAoAFwACACgADgAeAAkABwAEAPj/7//l/+T/1v/f/+f/CwAOABQAGQAkADIAHAADAO//8//e/9T/yv/c/+H/9v8NADMANgA2ACsALQAnAAUA9f/b/9H/vf/C/8X/5f/k//f/EQAqADwANwA6ADEAJwANAPr/5P/N/87/xv/U/+P/7v8MABEAMQApACwAIwALABkA+//5/+L/7P/2//3/BgD2/xYABwAcAAwAEgAQAA8ADgATACkAEgAiAA4ADQD+/wAA+f/s/+L/2v/x//L/AgD8/xkAKAAyADUAFAAbABEAEAD9/+r/6f/5//X/8//f/+H/4v/s/9f/zv/h/+n/BwAIABwAPAA1ADQAEgAIAO3/xv+0/5j/iv+j/8L/5v8kAC4AWAByAGAAUAAeAND/rf9E/xb/CP/s/gv/C/84/4D/rf/J/9T/zv/g/9f/tv+c/1z/Xf85/0n/af/c/5QAeQFaAvoClgPyAxEErQPHArwBcgBT/xL+Ef1s/DP8bPwC/fL9EP8xACoBDAKmAvQC0wJYAsEBHgFvALb/F/+o/or+fP6N/qj+9/5N/5P/vf/z/zkAbAB7AI0AxQDxAP0A2gCcAIkAQwDd/23/A//h/qf+ev6G/sb+Bf9Y/2b/q//6/+b/1/9k/yr/5/6F/ij+y/2e/c796P3+/Rz+Pv52/10BcgNNBSAG7wYtCI0ItgcmBWICIQC9/T77IPnI95D3Rfiq+Sn8rP7RAJcCJwSiBRwGcAUXBLMCkgGKAF3/V/7L/cH9PP6l/v/+M/9c/4n/mv+b/5j/eP9V/5b/IgDSACgBOgGQAdwB5wFiAaMA/f9b/7v+Uv4k/h3+Uv6p/m7/IgCVAOQAEQFLAUoBFwGlADQA7//O/7z/oP+V/6z/6P/7/w0A9//g/6n/dP9n/2r/Z/9V/3r/zv9AAEwAVQBRAGUAZwAgAOX/rv+B/3v/dv+u/8T/7v8WADsAdwBmAF4ACADi/8X/pf+I/0r/Zf9//97/CgApAE4AXACVAJsAjgBHAAsA+//o//L/1v/g//L/HABVAHsAoAB+AHMAaQBpAFIAJQDo/97/+/8MABoABgAfACAARQA5ABYAEADl/+v/8P/r//z/7P8GACUAOwBEADQACQASAO//x/+x/5P/kf+A/2v/i/+K/33/Uf8q/x7/9v6b/lL+Lv4m/u79t/2c/aH9vv1+/U/9SP29/cX+RQBkAjYENQb8B8QJcAoGCngIFAZNA97/nPx0+S73pvWP9Z/2wfhS+yD+HQG9A/wF7wYgB1oGRQXGAxYCfQD3/jL+uv3f/Qv+dv7g/iX/dv9h/2P/Gv/m/rv+Fv+R/xkAxABsATgCqQLbAnEC2QELAQsAHP82/nn9NP1O/cf9gv5t/0kAHQGpAQwCEgK3ASUBXwDR/13/4f6m/rb+Cv+R//z/PQB7AIYAawAJAKT/K/+m/jr+Bv4S/l3+pP71/lX/qv/+/ywALwDx/1n/0v6C/lL+4f21/a39G/6p/or/mQFTAxkFjgXgBgoICwi3Bj8EeQIeAPD9CPtm+VL4T/gI+Wb6zvy7/iwB2wKlBKMF5wUTBdgDuwJrAVIAoP7F/VL9rP3y/Tf+nP5D/9r/HgBTADQAdwAzAEMAZgDBAPwA9QA5AWwBtwFAAdQAJQC4/0r/sf5V/gP+N/6W/gz/mv8jAKAA8QANAfsA4QBOAK3/Cf+g/mz+BP7K/bj99/03/mX+i/7H/gj//P6//nL+H/6+/Sz9xvwj/T/+n/+ZAUoD1wUCCJQJbQr0CUMJBQcLBHsAW/1a+rL3tvUu9XL2EPh4+v/8VABfA6cFDAd7B2sHZwb2BOsCQgF8/yn+Nf2q/On8Iv2r/QD+sf5K/7v/xP+//wsAQQCPAI4ACgFuAeoB+AHpAdQBYwHGANz/MP+X/ir+vP2t/RL+xf6T/xoAyQBCAdABvAFoAeIAVwDm/z//yf6B/pz+xv4M/27/1/80ACkAOQAXAO3/cv/Q/j/+F/7d/bb9gv16/Rb+Wv6a/pz+dv7z/pX+Y/6B/hn/SAC7ARIDXAUUB1sIeQkLCYoISgaeA38ASP1j+uH3HvaU9Yz2QfgV+6f9zQDzAzQGzQf7B4gHRAaGBFMCOQAp/tj8Bvyj+zj8uPzC/Z7+gv9zAOUA/wDfAOEA4ADZALAA3QD5AEwBhAF9AVsB9wCDAPT/V/+l/kr+7P3m/UT+w/59////lwAmAXUBcQEZAYsA8f9T/7H+RP7p/eH9C/5g/s3+Fv9T/2P/e/9s/yH/yv5M/un9cv0V/en88vz//FD9Sf7R/7kBcgMMBfEGuAj0CbwJzAgqByoFcgIn/wb8bvnI95b2lfZ893f5uftA/goBkgOWBW8GygaWBuQFbASVAuoAa/9r/nb98Py9/PP8if37/WT+1P5e/9X/FABSAK0AHwFQAYYB4gEiAhQCuAFbAeQASwCY/83+Uf4G/vX9Ev5a/tj+lP9HAMcALQFVAXMBGgGvABkAdv8B/4D+Nv48/kv+lP7n/iT/eP96/3z/V/8j/87+L/6u/Xb9Y/0x/SX9KP1y/Sf+m/64//EAiAL1AzAF6wb1B/0IsAivB1UGhAQqAv7+UPy9+Xr4TPcQ97/3efnr+xX+3QAUA1EFYQbYBq8G8gWyBLMCFQF1/1v+Of2g/Gf8zfxv/dr9nf4u/wEAXACPALcA7QAeASEBKgE9AXQBVQFSAQQBxQBxAOb/bP/k/qL+bf5u/p/+AP99/woAfwDVABUB+gC/AEsAt/8V/3P++/24/cf9+/1N/rT+Rv/D/ycATAA8APr/bP/V/vz9Lv1r/Ab8rPuG+9r7D/3J/t8ATQNVBbgHignuCngLawq/CDkGkQM8ALT8jflm9xT2svWI9hX4hfrl/Pj/0wIMBTcGvQbwBmUGHgVgA8gBLQD+/gz+c/0h/Qv9ZP30/VL+rf4X/3z/2P/n/1cAqgDnADMBgwHtAf4B6QGqAVwB0QBJAI//+/5y/iH+Pf5L/p7+A/+b/yMAjwDKANUAugBsABEAmP8Q/5b+Tv5R/lL+X/51/sX+GP9B/yT/Gf/+/rX+Xv60/Vj94Pyj/Hr8afza/ND9cv+hAfADtQXTB1gJEgt+C0oKYwinBUUD8v9p/AT5wval9az1YPbO91z6FP1oAOYCNwWqBiUHEgdTBlgFhAN+Abz/4v4Y/mn94vwU/b39Uv6y/vr+Qf+Y/9b/zP///wQAdwCxAAsBpQH/ATkC4wG9AYwBFAEGAB3/i/5l/iD+wf3r/WP+QP+2/xoAcADKANgAiQA2ALn/WP/W/oX+a/5x/nr+hf65/gz/PP8y/+D+kP6B/gX+Y/2+/Fj8Vfzs+yv8Df2X/tsA3AJABa0HmAl9CyAMigvsCXwHwgQzAW/9Dvoh92j11PRS9bz2w/iI+wT/7QFmBAUGIQeHBwEH4AVIBHwCzgB7/2b+0v1A/VP9rv0o/sP+/f5A/2b/iv+0/6v/mv/G/zMAtgAxAV8BzAETAisC5QFFAboA+/9l/8r+T/4M/vz9Sf7H/lP/t/8sAGsAmQB/AB8Aq/8R/7r+W/4f/vT9B/5H/q/+Gf9Q/37/YP9i/x7/kP7X/T39t/xj/Pr73vu4/I3+9gC3AncECwf9CesL1wuPCqYJEAgnBfwA8PwP+pP36fX19Dz1xfYG+d37Af/fATUE0wW0BkMH2gaTBaYD5wHcAL//n/6V/Wr9+v2i/tz+Af85/6r/wv+J/0//Dv8o/z3/p/89AKsAJgGlATMCiAJOAqMB/gBiAPz/Ff9S/tj9AP54/rL+C/99/x0AcQCGAEAA2v9F/8P+Sv7E/Yn9Tf2T/SD+vP5H/3z/w/8tADwAf/99/nv95vwF/Db76/qz+579AQBVAtkE1QebCv4MRQ12DLoKighqBQMByPwM+Xf2nfTn8230NvaN+LP7Of9UAtoENQZiB4AHBgeRBZoDygFQAEL/N/6G/WP9/v2f/iP/lP/x/xwA9v/d/5f/Ov+2/sj+If+o/wIAcwAuAeABXgJFAgsCoAE4AZwA2/8i/6v+kP50/qT+zf49/3T/o//G/7v/ff/g/nn+L/7y/ZD9Z/2k/SP+nf76/nf/uf8GAO3/dP/H/sP9Ov1D/Er7hPvQ/C//uwCZArQFvAihC1EMSwx8C8MJXQeUA2v/Yvsx+CD2+/Rn9GH1N/cx+nL9UQAsA9YEXAYDB/IG6wULBHkCGwHm/9P+G/71/Ur+w/6N/xMATgBgAEgAOACk/wL/ef4W/i7+i/4S/5n/PgArARoCjAKWAl4CNAK2Af0AKwBc/+H+fv58/mz+jP69/g7/TP9X/zL/1f6g/jr+Cf6h/Wj9b/3Y/YL+4f5T/6n/KwA9ANb/Ff9K/nD9Tfy3++D7wPxR/iAAsAKgBT8I2woIDIoMpwvdCVcHoAPl/+/7u/hT9g314vTF9XX3HfpL/TEA3QJ4BAYGbAY+BkEFtgNdAssAyf/n/oD+cv7P/mX/HgCKAMkAxAB2ACoAbf/A/v39rf27/f79hP47/zcANwEGApkC3wLKAmsCzAEZAUgAbf/Z/mr+av5z/pL+7P40/5f/jP9k/w3/o/47/pT9EP3D/O38O/2p/Rf+vf6A////8P+f/y3/sf7z/Sj98fyD/ff+VwDwAWgEEAeJCbQKLgsCC7AJkAdcBPUAbf0D+qj39fVw9eT1Mfd1+Sz8K//EAawDMwUVBkIGhwUXBMQCawEnADL/iP6T/r3+Ov/+/3kA+gD1ANMAgADi/y//V/67/Y79pP0H/nj+Uv91AGcBGQJ/As8C2AJeAsABAwE8AJv//f6u/nz+fv6p/sv++/4J/wL/vf5d/vn9k/0t/ev88/w0/Zn9+f2f/lr/wP/i/5L/Zv/u/gL+g/1n/X3+pf+RADACnASxB7YJNQpICjYKlAkzB1MDAwAA/Xj62fcF9un1hvYg+BL6tvyf/84BkwO7BI4FuAW0BEQD9wESAUsAFf+P/sP+g/8nAFEA2ABPAXoBDgE4AKb/3P4g/l79Cv1i/d39b/4u/0gAlgFDAosCswLVAqQCxgHpADoAzP9G/77+jf6m/uH+7f7h/uL+4f6P/hf+hP04/ej8pvyY/PH8ef3f/VL+7v6D/4H/Qf/F/nb+Lf5Z/ib/HwB8ASgDlAXMB3sJcAqWChgKcwhhBkcD2v91/MP51Pdc9gb2nvY1+E/66vx8/5IBNwOCBC0F+wQ4BDMDJgIDATEAuP9w/3H/0P9/AAABNAFBAR0BtQAPADL/Wf6M/TP9IP1Z/dX9nf6y/5MAhwE6AqQCrwJkAiMCjwHmACYAtP9h/z//Mv8o/zL/SP9I/wn/i/4B/oD98Pxo/A78Avw9/I38NP3k/b7+Hv94/7T/tP9G/4z+o/4//3kAOwEzAh0EigYDCbgJ9gmZCQoJsQeYBHAB/P2S+x75VveY9pv2wPdM+bL7M/5eAAUCQgMxBJ8EMAQwAw4CQgHcAEcA5v/G/3YALwGFAccBswG0ARABQABP/0r+cP3E/H/8qvw2/Qj+5P7p/xwBFgKjAp8CmQJ7AgACUgFyABEAuv+X/3T/VP+A/4f/i/8v/77+Ov6n/f38Rfzg+8n7yvsK/JL8cP1N/rD+Gv9n/7f/h//f/qv+Qf95AJABXwI3BGoGlAi9CRcKEgrGCEkHuATNAZL+jfuD+az3Ofdj91j4xfmv+03+QQCbAXkCFQNWA+ICPQJoAaMAcABvALMA6wCJAT0CggKtAm4CAQLnAK7/qf6y/d78RPwy/J/8X/2E/nT/VAA4Ae8BUwIlAuUBkQEFAaIARQBJADIASwB2AKQAswCCACEAVf+L/qz9y/zV+wT71foW+3777fux/M79sv4p/1//af9g/83+af6W/qb/2QDcAagDOQarCPEJiQrMCisKWgitBaICoP+h/Bj6Nvhe97D3d/i1+Vr7mv2S/5kAOgGnAfMBlQH6AH0AWACbAAABjwE/AhADtwPVA6MDLQNBAtoAU/8e/iz9T/zl+/T7uPyb/Z3+gP9LABQBcwGEARQB6wCsAGUAPwBRALkAAgFtAcAB9QHRAUEBegBz/03+OP38+yn7ofq4+gD7c/ti/Cz9G/54/uj+Dv+1/l7+rv2U/er9TP/yADcCFwTlBowJtArrCucKDQrjB0oFTgJ9/738vPpk+dX4Yfkw+h37O/zN/Sb/Wv9P/2D/if9e/z3/hP8cABMBQgI1Aw0EvQQRBY0EqwPcAokB+f9x/rz9Pv3s/AX9X/0m/sz+cv+V/47/s/+P/0n/8/4g/4f/6f+fAHwBUwLPAh0DJAOrAvoB5QCp/2r+cv2y/PX7ofuq+/37SfyR/Mv8DP03/Sz9+vzi/OD8/fwl/Vr9R/5VAOgCoQSzBXkHuAkSC5QKPwnxB3wGdwTjAZP/1v2V/Jr7FPtA+8L77vvH+zT8+fxW/fn85PyN/Z3+mP9dAEABjALVA4wEsgSxBHwEvAOlAsgBDAE2AFj/7f7b/vT+3P6i/nb+b/5Z/vn9if14/br9B/6F/jf/QwAcAewBbQLXAvoCuwIoAogB8QBKAIf/4/5w/hz+sf0v/bH8R/zy+5P7Zvtf+0j7ffvr+3X8wPwk/cz9mv5UADAC1gMSBacGXghJCfsJugmRCPIGmgUuBOUB/P9o/iX9avw0/AH8e/ta+7D7q/vX+/37SfyI/Gv9uv7G/9gA6AHwAqMDQASiBD0EsANHA+QCQQKaASoBmAAtAOf/dv/o/k7+2/1C/e382/zO/PP8av01/u7+xv+JADwBnwHrARgCDgL3AbkBcQEXAc0AZgDp/0j/nv7Q/QH9WPzU+2b7Jfsw+1P7r/vb++/7Sfz6/G/9AP6L/5wBRQOiBG0GEggBCVkJCgkpCOsGnQXtA0UCGQEWAAn/Kf69/Vf9lPzN+yn72fqy+sn6JPvU+w39VP6Q/7oAugFnApkC4AIbAxwDBQPsAhQDMwM5A/MCaQLXARgBKAAs/1D+pP0b/eX89/xZ/ab9+/0//q3+Df88/2L/rP8kAKwALQGNAdwBGQLrAZEB7QA9AHP/lv65/Rz91vyc/GP8Q/wn/CL8Dvys+2f7bPvU+6r8lv6fAEsCkANcBdUGoge3B1sH6wYkBoAFggQKBH0DvgKiAcEA9//c/oD9UPxk+xj7/PoZ+4T7NvwC/Yb9Lf7F/lP/lP8DALQAmgF3Ag0DhgPzAy4EBAR3A+UCMAJ3AdgAWgAQAKn/M/+v/k/+Bf6Z/SH9Df0w/YX97f15/hX/k/8SAFYAmwDBALMAlgCAAH8AXgAKAMj/dP///mv+2/17/fz8jvxd/DX8L/wU/Dv87vxR/tb/oQCeAdUC+wOKBO4EkAXHBZkFLwXgBNEEVwSXA5UC+QF1AXgAhv+3/ij+av3X/Jz8m/yh/Ij8fPzl/GH9v/36/ZD+Vv8TAKMAPgHtAV0CiwKlAtMC4wK/AnACQAIcAsABPQGdADsAr/8n/7/+a/5P/gT+6f3u/Rb+Nf4q/mv+pP72/iT/U/+f/8L/2P/D/7j/pP91/yP/0f6//nv+PP7v/c/9h/1F/SP9Q/0j/ib/TgDMAGsBBwKTAiIDZwPqAwAECgTjA/YDIwTXAzoDlAIXAqoB9QB6APT/hv/u/pH+TP7x/ZL9H/0I/TX9XP2D/dr9Qv6c/hH/f/8DAGcAoQD4AHsB5AEYAksCQgJHAiAC0AGzAVcBCgGkAFkAKQDR/4z/Gv/r/qn+dP53/k/+c/5W/l/+hf6c/rj+pv61/p3+o/66/tv+9f7o/rb+s/58/nH+N/4a/hX+9f2I/oL/iwACASUBrQHGARICSwIXA7kDVQNWAyADgwMMA7ACcwJDAuABTQFHAQIBZQCs/zf/PP/h/o/+PP42/uH9pf3F/f39S/4P/m3+xf43/2L/mv8fAEMAgwDMADIBjAFAAWMBSwGMAWQBOwE3AfUAzgB8AH8AUAD1/5v/bf9h/0r/CP/y/sD+ov5r/m7+bf5m/jH+Lf4//mn+Xv49/iP+FP4S/g7+PP5M/jL+bP50/0cA6gCpADQBLQGxAfwB2wJzAywD+gK4AiYDAwPhAq0CpAJeAusBtQGFAegARwDO//X/rv9t/9X+r/4i/vv92v1B/k/+Jf4Q/kr+g/7G/uD+Uv97/73/BQBuAMQApgDAAM8ANQFFAVQBSAErAeAA1wDRAO8AhgBQAAgABwDM/57/bf85/+n+rf6d/qj+c/4v/gn+Dv4X/gf+//3w/eD96f0Q/gr+G/6M/mX/BgAuADcAlQDEABcBgwGZAv4CzQI4AlQCmgK/AuYCKQMJA14CxQG3AcYBewEUAd0ArAAfAKn/Yv9N/+r+n/6p/sn+fv4a/gb+RP5n/pT+3P4V/wT/6/42/7z/FgAfAEUAXgB9AHUAqgDwAPsA3ADOAPQA4gCvAIAAgwB8AD0ADwDw/73/cv8h/yj/Bv/F/o3+b/5s/i3+Ev4S/iv+Gf7Z/dT9Bv6k/hr/hP+G/5b/j/8bAJsATwHOAcYBmwFeAb8BPQLKArACiwIKAugB6AE2Ai8C8QFuAf0AzAC7AKcAagAKAKv/bP86/zT/Ef/r/sX+sf61/r7+u/7D/uD++f4o/07/Y/99/5L/x/8GACgANgAyAEIAYgCNAKcAqgCWAG0AcQCBAJoAggBVAAwA2P/Y/8r/uP94/zL/9/7H/tn+w/65/mn+Vf4m/jj+LP6Y/vr+Jv8q/wT/WP+J/yYAbQDZAL0AugDsACoBjQHGAfoB0AGhAX4BygH+AQUCxQFxAS0BCwEoAS4BDwGOAB0A5//4/wkA8v+h/07/Df8E/0H/YP9C//7+1f71/ir/Yv9s/2X/Vf9Q/5r/xv/y/+b/4f/w/xcANgBQAEoATgBEAFEAYgBjAFUAPgA3AB4A/v/t/8r/uP+J/2L/Uf89/x7/BP/2/tr+v/6g/rz+of7p/hv/df9G/z7/a//Z/yIAPAB1AIwApwCJAPUALgFrATUBMgFOAV4BYgFVAXABVQEjAfIA/wD/AOgAsQCZAGYAMAAUACIAHgDz/5f/jf+F/5//ef99/2j/R/9I/1b/kf99/2T/Vv99/5z/rP+p/8T/xf/Q/9z/+v8OAAwAAQAfACgALQAhADYAMwAmAA4AFAAQAPX/3//d/9L/t/+Q/4D/gv+D/1X/Q/9K/zb/Jf8N/zD/Iv9C/3z/rP9z/1b/yf8fAFIAGgAQADwApADZAMIAnwCrAPQACAEcAfoA5QDdAAEBBwHuAMcAtwC1AKoAjQB3AGYAUwA8ACIABAAAAPD/3P/I/6r/oP+g/57/m/+M/4L/ev+Q/47/j/+R/4v/lf+e/7H/wP/F/8f/zv/j//P//P8NAAwAHQAaACwANQApACoAJgAjABEADgAHAPP/4//V/7v/x/+r/4n/lv99/33/fP9c/2H/Z/9P/1X/gP9x/37/z//O/4L/wv8fAFIABwALAFUAgQCSAIUAjQCvAJsAqwDOAOMAmwCWAMIAzgCkAHkAngCyAIAARQBYAHoAXQAtAA8AKQAbAPH/7f/9/+L/vf+o/9j/yP+n/5f/rP+u/5T/mv+r/7//ov+b/7n/2v/M/8r/4f/y//b/6f8BABwACgASABEACAAbACEABQDz/yEABwDp//f/8//q/9P/2P/I/73/w//K/6z/lv+y/7r/oP+S/4v/uv+y/5T/vf+J/8H/0v/p/9n/0//5/xoAJgA5ACQATwBpAGgAWABqAIwAlQB/AHgAlACZAIkAigB5AIEAcwBxAGoAUQBNAEoAQAA0ACgAHgARAA4A8f/l/+j/4v/O/8P/w//B/7z/t/+0/8L/vv+0/7X/1//T/9P/zP/d/+z/5//v//b/8f/t/+b/CwAhAP//s/8YAFwA7f/O/x0AJQAeAAEA8v/7/wgAKgAFALb/1P8dANL/vf/K/8D/rv/J/8j/nP+o/77/yP+w/5v/x//a/6D/xv/g/87/4v8WAOr/9v8qADUAJAAwAEgAbABFADIAYgCRAHMAQgBoAIoAcQBRAGoAeABkAFIATgBOAFQAQgApADQAMQAJAAUAFQABAOj/3v/o/+L/0f/Q/9L/2v+//8T/xf/V/9L/wP/F/9//5f/L/9f//v/s/9P/5f8RAOX/7/8qAPr/4f8sAD8A4P/8/0AAHQDS/zIAHADX////IQDl/+D/8//4//D/zP/f/+D/3f/f/7z/w//T/+X/tP+W//X//P/J/5P/8P8ZALL/1v/w/+P/3//e/93/CwAhAPb/8v8aAD0AQwAqACwAUQBnAFAAPQBsAHoAYgBGAGgAeABXAE0ASwBLADwAQgAsADIANAAUAAoADAAPAAQA6//w//T/2P/Q/+L/6f/R/8n/0P/f/9//zf/r/+f/2v/Z//3/5f/5/wIA1P8UAAoA4v8qAA4A9/8EABAAIAADAOz/EQATAOz/+/8KAAAA9f8QAOT/3v/2/xcA9/+x/woAEwDS/+z/BwC+/w4AFwCQ//b/JgDd/7P/DAAHAJj//v/w/8L/3v/+/9f/yv8kANH/6v/i//z/5v/y/zkA5P/y/1kACAAtAEoAEwBEAF0AFQBKAGwAMQBDAEsARABTACEAKQBpAB0ACwBUAC0AIAAYAPH/LgAfANj/8f8RAO3/3v/T/+j////L/9H/7v/l/8z/9f/h/+L/6P/i/+j/zf/6//r/6f/y/+P/8v8ZAA8A1f8tADcA+f8BABIAJQDr/+X/VwACANX/IgDw/+f/JwD8/63/HQAmAKD/EQANAMD/HQDf/9f/+//z/7D/9f8IAK7/0/85ANv/lP8dAAUA4P/w/9D/SADZ/4v/MQAgAJr/AgAwANj/9v/F/z4AFgC5/y4AKwD6/0QAOAAmAEwAMgAsAFQAOAAuAEMASAA1AD0ALgAxAFEAEAAEAFQAIADS/x8AIADX//3/GQC+/+f/KADO/8b/FgDq/+3/7v/d//7/3P/7/wAA3v8ZANv/+P/4//P/7f8PAAYA0v8JAC8A9//+/wwABABBANz/AAAZAB4AAADB/xsATgCM/7v/bQD//3r/7P9TANP/Z/9PAA8AlP/c/ykAyv+x/wEA2/8GAMD/qP8vAOT/pf/j/zgA1f+T//X/OADP/3L/KQAvAIH/EwBbALX/7v9hANL/KwBpALr/MgCBADIAEABtAJcAFgBQAIgATQAvAEQAWABGAA0A/v9dABIA5P8DAPv/MgDB/9L/QQDd/63/CQDM/+P/EACi/w0AAADv/xIA5//V/zAAFwDc/4//hwAoAJ3/KQA9AL3/KAA0AAMAIADX/zgAGQCU/yIAOwCZ/wYAPgCP/xwAIwDI/xcAJADQ/w0Azv9RACYAWf+j/9wAY/9C/zMACACm/3j/FADg/57/6v/e/+L/0v+8/5z/oQBu/1z/XgDV/5X/yP/Y/zAA2P+7/1kAJAAfAEIAbgAxAGoANABfALYAKAAGAKYATQD4/2AAUgAxADsARQBUABUAEgBOACYACwA4ANz/5/88AOP/rP8tANT/rv/M/+3/7P+1/73/JACu/6j/MQAVAK7/7/8QABcAFgACADQAFQAiAO3/HgAbAAoA8P+9/wUAVQC+/5X/hwB4AC7/SgC9AIf/uv9tAPD/r//n/wwAQwCF/7z/9v/J/wkAlv9i/0UARgDr/rz/1gAX/2r/vQBd/+7+tACq/z//GAB8/8P/1f+W/+v/MABl//7/fQDe/w0ARgCCAHsA7P+aABMBOQBHAOMAawBLAKcAQgB1ANkA+//6/9oAHwCZ/34AaQCc/+D/OAAUALv/q//u/x4Ap/+U//L/4P+3/7r/wf/m/7j/pv/x/xsAi//O/x0AEQAEAMn/GwBnAPH/2P9ZABgAOgDw/xgAcwAPANz/IABsAEMApP/8/2AA8P+v/9j/YwDM/yH/QQAxAJ7/Uf/+/xEAZf8c/zgAz/+t/sr/GgBI/zH/wP8wAG//QP/m/9z/Lv+g/x8AVP+6/5EAQQBV/xQA9ABSADgAnADuAMsATACtAPIA7ACwAIwAhwCxANYAVAB8AKIASABCAFgAHAAWAD8A+//G/+P/z//u/7v/i//M/9H/o/9c/6L/0P+4/5X/hv/O//j/xf+n/wwADADn/wUAyf8bAF0A9//Q//n/hQArANH/MQBdAA8AIwAgAK//MQBDANT/yf9DAOf/EwAHALT/4/8EAOX/ff+6/4v/+P+v/zH/R//o/wUA/v7w/kYA2v8f/yn/Vf/i/7H/9v4A/+v/3v/F/wsA7//e/1QAnwBHAHkA7gANAbQAiQD0ADgBagHPAHsAAgFrAccAhQDzANUAjQBuACgAZQB6AOj/xP8FANP/hv+y/7z/Zv9Q/43/eP8+/2f/n/+a/4P/Zv+S/9X/3f+l/8z/BQDv/xYAFwAkAD4ATQA5ACgATABLABcAUABbABkA//9cABoA4P9jAPT/jf8iACQAqP+x/8n/tf+q/6v/Yv8h//r/6P+4/sH+6P/Z/93+s/5p/8b/Ov/M/jL/a/87/2b/zP8FAOP/yf8eAIAAnQDgAP0A4wDpAEQBYQFGAVcBYwF2ARgB4AAuAT8B7ADIAMsAmgBtAFcARwBKAA8AtP+o/7D/jv9s/4D/Wf8u/yf/SP9O/z7/Xf9v/1b/a/+h/63/t//w/+v/7/8RACEAPABIAEoATgBoAFsATgB+AIMAawBBAE8AWQA8ACMAPAALAO3/8/+1/5L//P+Z/2f/of+M/2v/Tv8p/2T/Uf8b/zP/O/8y/yz/O/9f/x//vP5F/3j/sf7H/vf/fQArAHP/k/+2AH8B5ABAAMQAsgGnAcMAyQDEAS8CjwHWAPoAogGjAeUArwAAAeAAfQBDADoAUQA4AMn/d/+B/3T/aP9z/z//B/8L/zL/MP8r/yz/Yv92/1//Xf+V/+f/9//a/93/EAAtADgARwBjAGMAVABdAGIAfAB7AIUAdQBlAFUAUgBPADMAIgAWAPv/wf+j/8b/s/9m/0r/VP9L/yD/Pv8O//L+C/8g/9z+yv7m/iD/I//K/qD+z/4D/0X/j/8BABcAvP/5/6YAAQHaAPcAYAGCAXgBTQGqAQgC8QGfAWkBjQGWAVUBHQEyAREBrABVAEwASAAcAOn/vP+C/zf/F/9G/0D/D//k/uj+Ev/y/gr/Mf9n/1z/W/94/6//6//9/wcALwA9AEAAUABtAJ8AqACGAGwAfQCkAK0AewByAG8AYQBKADUANQAaAAUA1f+n/4n/h/+Y/3f/Sf8O/yX/N/8h/9v+3v4S/w7/2P7i/vn+CP/q/gP/tP7K/jb/Bf8d/8L/cAAlALH/XwAoAUIBCQFMAa4BsAGxAYoBwwEAAgwCuwF8AYQBXAFVASoBEAG8AG4ATAAbAB0A0P+g/4L/Rf8a/+n+Gv8S//n+4v7Q/u/+Bf82/0f/Wf92/4//uP/X/xEAKAA+AFUAYgBjAGkAnwC5AKwAkAB9AJoAlQCLAHQAZABiAEIAKwAFAA8A/v/j/6L/cv9u/2X/XP80/yj/GP8D/wH/+f4B/wv/+v7f/uT+8v7v/hj/Av/V/s/+2v7Q/gb/5f9YAC4A1v8GALkAXQGJAUkBbgHCAeYBpQGdAQUCQQIVApUBVQFgAZcBZwH9AMIAggA5ABAA8f/Z/5z/bf8Y//b+4v7i/vf+7f7k/rz+vf71/jP/Sf9Y/37/n//A/9j/EAA9AGgAbQBlAHkAmgClAL4AuACzAJQAiwCFAIQAgQByAE4ANQAZAAkA6//j/9T/pP9p/1b/Xv9H/yz/E/8T/xP/7v7R/tz++v7q/uT+0v7P/tr+3P7N/rn+1f7L/tT+bv8iAIEAGQD6/3MAOwGkAWMBYQHBASoC6wGfAdMBUwJnAt8BeQFtAYQBYAEPAewAqgBdAPz/zP/e/6b/a/8a/+7+1P6w/r/+yP7v/sL+pv7D/gP/OP9N/3X/qP/C/8j//v9DAG0AigB+AH4AoQC4AM0AygDYALoAnwCSAIcAngBxAGQAPwAcAAQA5P/x/9b/uf9w/1L/TP8//0P/Lv8c//b+7P7j/uP+9v7x/u7+y/7h/un+4/7g/tH+yP6+/tH+0/4o/+f/fgBsAAwAOAD7AK0BuQGuAccB9wEDAs0B4QFAAmACEgKnAXUBYQFWAUcBFwG1AEQAAADn/9b/lv9Y/xb/+P7H/o3+lP7B/un+v/6T/q/+6/46/1L/gf+r/8X/4v8PAFIAgACQAJ0ArQC7AMcAvwDXAPUA4wCtAIIAiACgAHsAVgAsAB0AAgDc/8H/tv+l/3v/Rf86/y7/IP8X/wr/Ev/s/s7+yP7d/uX+2P7k/uL+v/66/qX+nP64/tz+rP6i/nL/WwCHABoANgDwAH8BuwG0AQICNgI4AgACCQJSAmgCNgL3Ac8BiAFLATYBIgH5AHMA///K/8z/nP8//xD/7f6+/nn+ZP6I/qT+tv6b/qL+zv4L/zv/Z/+s/8//8v8UAEcAfACgAL4AxADVANQAzgDdAPYA+ADNAKsAngB6AG0AVABTADEA9v+9/67/rv+k/27/Rv8t/yv/F//0/vL+Av8Q/+f+0/7S/uP+6/73/vr+8f7f/uz+yP6x/sT+zP67/q3+h/9CAH4AQgA/AMkATwHoAfABAAIUAi4CKAIRAkACZgJQAgICvgFzAT0BNgEeAd0AaAD1/8f/kf+H/zH/DP/f/qb+gP5E/oD+of61/q3+oP7P/vX+TP+M/8f/8/8NADYAVACXAM8A9wD8AOAA6gDsAAcB/AD3AOQAqwB7AGcAZQBTACoA+//e/7T/gv9l/2v/av8+//T+3/7j/u/+5P7a/sr+q/6n/qj+rf7d/vD+zP6n/p/+nv6b/rT+s/64/k7/CwBoAGMAkQDfAD0B1gFBAloCKwJNAmYCcQJyAmMCUgJKAh4CpgE6ASUBHwHzAHoA8f+Y/3H/a/8a/9z+nP6B/l3+UP5O/ln+iv6m/rD+vv7w/jf/fv/X/wIAJABRAIQAtQDjAA0BKQEkARgBBAEHARIBHQHvALIAiQBnAFAARQArAOb/vf+k/4H/Wv87/zb/LP8Q/+L+yv7a/ub+5/7t/tr+2P7G/uH+B/8V/wH/v/7D/gf/Ev++/nH+mf7e/l3/DwBPADwANQDqAJQBtwG4AQECkAJ4Ah8C+QFxArcCYgL0AbYBvAFwASQB+QDZAIYA7P+c/3n/Y/8g/8f+tv6Q/nL+M/5C/oT+pv63/pH+0v4D/1L/kf/R/x0ANwBUAHgAzwAMARoBHAEfAS4BHwH+ABABCAEBAa0AfwBTAEgANwAWAPz/tv+T/1b/Rf9G/0L/LP/v/uX+zP7W/tT+2/7h/tT+wv61/tX+/P77/un+v/67/sr+0/66/nn+bv7D/rr/bwCCACAAPgAiAeoBMQIUAj8CegKPAm8CVwKIAqkCeAISAscBgAE7AQIB6AC4ADcAjf9B/zj/Ov/j/oz+X/5Q/kL+GP45/mH+q/6t/rn+6/4x/3f/zf8iAHAAegCOALkACgFHAUcBSAFFAVMBGAH8AP8AFgHvAJEATAAjACEABQDc/7z/ff9d/yD/FP8X/xj/Dv/q/uL+zv7M/uH+Bf8f/wD/8P7s/gb/Gf8z/yj/HP8h//3+yv6h/q7+zv7m/g3/s/9ZAHwAVgC3AGIB1wH9AT0ChAJ9AlgCNAJsApACfQIJArsBqgFiAf0AuAC4AGoA3P9V/zL/L//7/qv+c/5r/lz+Lf4j/lL+rv7E/sT+6v4q/4L/vv8SAFcAmgC0AMUADQE5AVABQgFXAVYBSAEJAeUA1wDZAKAAVQAhAP7/4v/G/5//fv9Q/yv/F/8R/yL/Cf/6/u7+A/8G/wr/Cf8o/zf/OP8Z//3+6/4L/0//ZP8t/9P+cP5y/r/+7/6i/m/+Bf/c/0UAhgC/ACUBKQG6AWECxgKmAlMCcAKQAtICiwJRAgUC7gGgAS8B8wCwAGQA7P+j/2X/BP/E/nf+bf5n/iz+E/78/Uj+Vv5+/rn++v4//1f/q//6/1QAlAC/AAUBLAFVAUoBXQGDAYsBdgE/ARsB0wC1AKcAhgBfAP3/rP9y/3P/fv9U/yr///7t/uj+6v76/gD/Cf8U/xn/Hf8y/1D/W/94/3r/fP9I/y3/Sf+N/5b/T//s/pz+ZP5m/oL+e/6a/gj/xv8oAFMAlgATAYYB8gFXApoC0QKmAnoCbgK/AsACbwIZAtkBjwEZAcEAlABmAPv/YP/1/tL+tP5z/jz+Kv4Q/vT97P0k/mv+mf7X/gD/WP+R/+r/LgCPAOwAGQE2AVcBeQGRAZwBogGXAWQBKAHtANIArAB9ADUAAgDD/43/S/8t/y7/Jv8K/97+2P7e/un+/f4U/zT/Of9E/0z/fP+f/6X/k/+E/4n/fv9//2j/RP8Z/xX/Dv/X/nf+Qf45/jj+H/6K/qT/qAD+AJsAigDhAN0B0AJcA04D2gJjAiIChQL/AhMDeQLOAUYB2QCdAGgAQQD9/3H/zP5A/iv+Kf4u/if+E/70/cz94P0s/r7+N/94/6T/z/8WAFUAxwBWAasBxQGIAXsBgQG9AdgBpwFsAQMBsgBoAEgAQgAHAL3/Uv8l/w7/CP/t/uv+/v77/vD+0f4E/zL/gP+E/37/jv+V/7f/2v8EAA4A3/+6/4L/af9P/0v/R/8m/+n+cP4c/sz90f3o/QT+Nf7I/pH/RADSAC4BUwF/ATQCDQOTA4QDLwPgAsAC3gLtAsYCfALoASUBlQBRACMAvf9K/8f+Wf75/b79p/2v/cn9sP23/dj9Mf5v/tD+UP+9/y0AXwCdAOoARQGoAeEBCAIVAvUBugGcAZgBhAFBAecAlAA7AOD/kv9r/0v/FP/c/qX+nP6a/rP+yP7z/gX/Ff87/2T/sf/X/wgAIQAtAFAASQBhAFYASAAfAPL/uv9R/yD/7/7h/sT+kP4r/pT9L/0F/Rj9bf0d/vT+qf9WAMIAKgFzAQUC5wKfAzAECQSrAzMDEAMYAygDHgOmAt4B6gBHAOX/pv9z//L+ZP66/Vj9Kv0v/W79gP2Y/ZP9vv0O/of+Kv+5/zwAmQDmABoBYgHSASACbQJxAl0CHwLfAZsBYQE8AQcBmQAkALv/bP8x/+/+w/6K/oH+b/50/of+p/7N/vj+MP91/6v/4f8GAEEAWwCEAJcArACoAIUAXwA1AB8A/P+v/0n/3v6c/mX+KP4H/vX9sv1E/dv83/z1/Eb9B/5t/50AagG8AbcB0QFoAqUDoQQzBekECAQOA50C5wIyAy4DlgJbARIAE//G/rb+0P6H/tP9B/2A/Hb8u/xE/bb97/0B/iz+gv4U/9b/iQAdAYwByQHyAf4BPQJrAqMCqAKTAigCngEBAaoAeQBGAAoAmf8p/6H+Sf4S/jP+Vf53/m/+b/6F/rj+HP+N//f/NwBdAHsAogDZAAIBIgEsARcB5wCMAFgAEgDc/47/Xf/+/nr++f2e/Xr9bP1y/Wr9L/3m/LD8n/z1/MX9Kv+SAPQB2ALrAmACQgJmA8oEvwXbBT0FBASqAgQCJQK0AsEC0QFAALP+0/1f/Xf91f3l/V39dPzq+w78pvx+/TL+uf4C/yH/W//1/+gAvgFAAooCrwKxAoECcwKPAp8CfAIFAoAB9QBmANj/aP84//z+pP5D/gf+4f3J/eD9FP50/sn+DP9I/5H/7P87AJsA+ABMAWYBVwFGATUBMwEbAfcApwBPANj/ZP8X/9T+nf5I/u/9mf02/RL9BP0u/Wb9av07/ez8/PxG/fT9K//aAOAC/wMoBEQD1gJiA28EigU3Bi8GyQStAjEBxgBIAakBbwFfAM3+MP37++f7qfx7/ZD9Ef2a/Fj8fvwm/Uz+bf8hAFkAbwDCAFQB8QF5AgIDWQNBA94CjAJSAgcCqgFNAfoAhwD1/0P/qv5R/gr+z/3T/Qz+HP78/QH+K/6I/vn+lv8fAJMA0QDoAAMBSwGOAcEBzQHVAZMBJAGtAGMAIgDg/5b/Sv/a/mX+Bf6i/Yj9iv2G/Xv9ff2Q/ZP9lv20/fn9LP5V/lb+b/7A/rL/yAHoAwkFlQTPAz0DBAOHA50EwQWaBfwD2wEXAHn/g/8EAEwAAADF/tz8pfuM+178Mv3d/Tn+FP6q/Xv9Av4K/y8A5wBkAbMB4wHpAfEBSgKpAs4CqQJ1AkACuAERAWoABgDE/3b/P//4/qf+I/6f/X39wP1B/rj+A/9C/0z/Uv+M/xQA2wBqAbwBvAGOAVgBHgElAVMBZAEoAZ8AJQCS/yD/zf6u/p7+bf4S/sX9j/2H/ZH9uP3h/Qr+Iv4s/lj+pf66/ob+cP6F/sX+L/+vAPYCugQGBRsENQOYArYCfgO9BKYF7ATSAmcAB//G/hT/1v9NANb/M/5O/GT7r/u7/Nr9pv4C/7f+Hf7z/aL+2v/ZAHEB7AEPAv0B2QH+AVMCbQJYAhEC7AG0AS8BjgDv/3//Af+1/qr+uv6Y/jH+0P2z/fP9U/70/or/+/8UAAMAJQCQACYBnAH5ARcCzQFOAd0AwgDXANEAqgA9AML/Cf+B/kT+af6P/pn+c/5Q/ij+J/5H/qX+BP9H/1n/dv+Y/8D/0//F/7n/mv95/1H/PP8v///+xP7M/un/nwEwA6ADMAOJApUBAgFhAcUC7gPVA8QCGAF+/5P+hv5v/2QAvwDs/4L+Yf3n/Bv94v0P/8//2P88/+X+2/4r/8X/gABPAZ4BqQGFAWABcQFJATABNgFUAVsBEgHGAGMA1P8r/9P+5v4m/1X/XP8w/9r+fv5X/rL+Yf8RAIQAlgCGAEgAMABHAMgARAFzAVIBAAGKACcA5v/b/+L/2f+d/1D/+/7B/oH+Xf5V/lr+aP5b/mP+bv5j/lP+Nv5l/or+t/7O/sv+uv5s/lf+N/87AZsDAQVMBbEEmgNLAr4BoQIeBPAEZQTlAsMAtf5m/XH9d/5r/5T/nP5c/Tv8sfv/+xr9pf6b/9b/qv+e/7f/9P+YAHoBNwKFApkCkgKFAkEC2QF0ATEB/wC9AI8AYQD+/zH/Tv66/ZX9sf0U/pL+7/7h/qD+dv7A/lD/KAD0AJIBywGkAVUBNQFPAYwBrQGqAVkBywAYAJX/P/8i/xH/6v7C/nn+Tf4z/lX+lP7Y/hP/Rv+B/8r/FwBVAIoAsQCyAKkArgC/ALoAlwBNAO3/bv/v/pL+Zf5S/jX+Ef7h/af9f/13/c/9A/+yAE8CJANOAygDkAL9ARQC8wLuA0AE5gPsAnYBDQAY//L+S/+m/4L/9/4W/j/9lfyM/Bz95/21/hb/Wv98/5H/uv8eAM8AfAHnAUwCiAKDAj0C4gGBATgB9gDOALIAgQAtAIv/2v5P/gT+//06/qH+AP8i//n+8v78/lD/yP9pAAYBYwFwAUoBJgEKAQwBDAEhAQgBxwBPAOD/cP8f/8n+mv5t/lD+Mf4R/gX+8/3q/d797f0d/lv+j/7F/s3+0v6v/oP+cf6m/qT/fAGvA1oF4QV7BVgE0wLSAeQB0wK8A/UDKwNrASX/Pf1J/H38gv12/uD+ef6W/Z78IPx5/Jz9AP86AP8AOQEdAecA7AAuAa0BOQKbAsECqQJVAtcBMQGQABAAsf99/2//a/9I/+r+aP7S/Xv9ef3o/Zb+V//x/y8AHQD5//3/PADLAHAB/wE7Ag0CkAEBAY4ASQA4ACoAEgDQ/2v/9v6b/m3+Xv59/rX+7f4i/0v/e/+r/+j/IQBdAJ8A0gAAARQBIgETAfkAygCSAFkAMwAIAN7/t/96/0D/Bv/q/tn+5v4I/yf/PP9J/1P/e/+h/+X/IQBbAHYAfgB2AG0AXABlAGcAZgBeAEAADQDF/4n/Yf87/y3/K/8g/x3/Kf9Z/6T/BwB1AOgANQFUAVwBWQFnAXsBogG7AbMBgwEtAc4AdQA+ABkA+//U/57/Xv8Z//f+5v79/hz/Rf9k/37/mv++/+//JQBWAIcAmgCiAJQAjQCGAIAAagBNACkA3f+S/0v/F//q/tP+rP6X/mL+Nf4E/uX92P3J/cj9tf2J/Uz9/vyx/OT8Ev4+ANMCBgVoBqMGvwUvBPACtAJGAzME5wTPBH0DIQG3/uH8FPw2/P/8zv0R/qL9svzh+4/7//sN/Xb+0//XAFoBewGaAc0BDwJmAtkCHgMtA/kCsgJIArsBCQFRAJf/8f54/j7+M/4r/hv+2v2q/Yz9sf0P/sL+h/8+AKoA/QAVASoBNAFxAb8BDAIpAh0C0QFbAcUAOQDL/3D/OP8H/+D+tf6O/mf+Vf5h/ov+yv4k/4X/5/8+AH0AvADwAAIBHQEkASYBGgH+AOIAsgBuACoA3P+i/2v/R/84/yz/If8Y/xz/KP8+/1f/fP+k/9L/+f8lAEsAbwCOAJ8AqgCcAIkAfgBzAHUAawBSADgA+/+1/3v/Uf9V/2n/jv+o/7P/o/+Y/47/q//a/yQAXACDAI4AfQBjAE8ASgBdAHAAewBrAFgAKAAAANz/y//I/77/xP/B/7//wf/J/9b/4//t//b/BAASACYAPwBNAF8AXQBRAEcAMwAlACEAGwAcAA8A/v/b/7n/kv+A/2z/ef92/5H/if+M/33/bf9h/1L/Uv9X/2b/dP94/33/df9a/zj/Gv/1/vb+CP8c/0f/T/9J/wz/0f4N//v/TAHZAg8EvARsBEgD9wHuAJ0A7gC1AWkCbgKTARIAYP4S/ZL84PzG/cH+av99/+n+T/7v/Qn+qv6s/8gAkAHUAcsBmwFRAS0BQgF3AZ4BlQFvAR8BtgBOAOn/if8z/+f+sf6Z/qf+1v4D/xz/Kv8p/yP/OP+E/w4AkgAGAVMBWAEnAdwAowCiALIA1wDaALMATwDX/17/Ef/4/gz/K/8//0T/NP8x/zr/bP+8////MwBLAEUAPAAyADkAUgBfAFEAJgDH/2f//P6u/of+dv5u/l3+P/4d/uT9yf2//d39H/4O/3MAJAKsA78EMAXdBMUDmALIAYMBwQE4ApgCXQJkAeD/OP7o/FD8bvwe/fr9rv7j/o/+Kf7s/Qb+kf6G/6AAkQEMAjoCKQLqAbMBlwGsAbcBpwFxARsBqAAzALv/Tf/t/p7+Y/46/kv+bv61/u7+Nv9g/4f/kv/S/yQAkgANAXIBtQG6AYIBLAHXAJoAcABZAEgAJADc/3H/Bf+q/n7+eP6a/tz+Gv9K/3X/mf/G//z/NQB0AK0A0QDjAN4A0AC9AKUAlwByAEwAHgDh/6n/eP9X/zz/OP82/zf/N/9E/1D/Z/+F/6//4P8HACoARQBQAFgAYgBlAGIAVwBOADUAFADl/7r/if9V/z//MP8t/zj/UP97/6b/6P89AKEACQFYAYgBiQFyAUEBGwH7APQA8wDhALgAaAAZALT/b/9E/1D/ZP+B/5b/lf+I/3T/c/+V/8L/BAA9AGoAgQCLAH4AfQB5AIIAiACJAHcAWwAyAP//w/+b/3z/X/9N/zP/Jf8M/wT/+P7+/vz+AP8U/xP/If81/1H/Wf9L/xP/wP43/qD9E/2+/Iz8Gv2H/sgADAMtBV8GtgZ7BdYDGgI3AQ4BzAHZApoDWQMOAuj/pf3g+yH7avuW/Pz9GP9n//7+Qf6i/Vz91f3w/mYAlAFpAsICsgJCAt0BqwGbAZoBjAFtAR8BwwBMAOT/cP8E/4n+Hv7L/bD95/1E/tX+av/f/wwACAABABcATQC7AFgB3wEuAhsCxwEyAZ0AIADb/8T/xv+//5z/Wf8J/7P+hP5+/rP+Df9m/8L/EQBFAGsAgACeALoAzQDLAMcAtACbAIEAXABLACIA4f+X/1X/IP8Z/yH/U/9//6v/sP+n/5X/j/+p/+f/PwCLAMwAzQCmAGcALgAEAPj/EAAuAEkANgAUAM7/k/9m/2X/gP+v/97//f8HAAMA9v/7/wYAKABQAGIAcgBqAF4ATgA2ADgALgAwACIAFgD8/+v/1P/Y/+H/8f8FAA8ACQAFAO//7f/p/wcAHQA7AE0AUgBGADcACQD2/+r/7P/x/wcABgADAOv/0v+9/6f/qP+y/8T/2v/m/+z/6v/f/9T/z//I/8n/yf/L/8D/pP+K/2P/Uv9G/1D/Y/98/4r/nP+J/3z/a/9m/3f/m//N//X/GAAjABEA9P/H/9n/EgCaAFoBCgKjAqwCbgK1AeAALgDF/8L/3v8cADAA9v96/+z+hf5W/oT+Av+j/zAAewCeAIoAYABPAFMAfAClANcA2wDCAJkAWgA1AAkA+f/p/9T/tv+d/4//i/+Z/7b/2//o/+X/2v/F/8X/1v8DADoAZgB8AHMASgAdAOv/0f/a//X/GAAuADEAFQDx/8L/qf+n/7T/0f/m/+3/7f/a/8b/pv+g/43/hv99/3n/cf9t/1f/SP8x/xT/5/7J/qf+qP6w/s7+Bv8l/3n/CwDzABkCGgP4AzgE5APxApYBdACI/zn/Wv+g/w4A4f+S/8r+Gf6x/av9Ov4C/wIAqQAKAQYBxQCSAFEAZwCcAO0AJwEhAQ0BugBrAB4A6P/L/6v/m/99/3f/bv97/5v/sf/R/9T/yf+9/7T/yv/v/y8AYwCNAI8AcgA+ABEA4f/Q/9///P8bAC8AFgAKAMz/uP+Y/53/rv/K/+r/9P8AAO//7f/c/93/4f/x/w4AHQA1AD4AQwA2ACAADQD4//L/9/8FABYAIgAeABIA8f/X/7z/vf/E/9//AAAYACYAKgAXAAgAAQDu/wAA9v///wwA//8ZAAYAHwAUABYACAD3//P/4//q//T/AgAUAAcABwDy/+z/3P/m//b/CgAeAB8AKgAaAAgAAQDv/////P8FABAACAAZABMADwAPABEAEwAYAAQADgAEAAEA///2/wAA9v/o/+//4//3//T/BAATABMADgADAPT/6f/e/9n/3P/g/+T/7f/k/+z/3P/O/8//uv/J/8f/0P/h/+P/8f/b/9X/s/+i/57/ov/I/+P/EwAlACEADgDl/8L/qf+j/8T/5/8PAC8ARQAwACUA/v/5//P/BQA1AEgAWgBuAGgAYQBIAEwAUQBMAFgAYwBtAGoAWgBdAE0ATAA5ACAAGAD3/wEA8f/+/xEACwAbAP3/+f/0/+j/BgAJADUAPgBJAD8AKgAjAPr/AgDm//T/7P/j/+T/2P/Y/8r/zf/M/83/zv/N/87/zP/N/7z/wv+x/6v/nP+N/4z/iv+N/5b/nf+a/5b/c/9O/y3/G/8e/yr/Wv+J/6//wv+4/7n/sv/3/2EADQG2AT8CjwJZAuABGQFRAOX/eP+r/8H/LQBCADMA9f+C/0n/+v4n/2D/0P9JAIcAyQC6AKAAaABBACgAIwA+AD8AZABgAGkASgAwAAUA3v+6/6//q/+//9L/3v/t/+//5v/b/8X/yv/B/9b/5f8GAB4AJgAtABcADADv/+P/3P/o//j/DQAbACYAJgAMAPn/2f/O/9H/0//5/wsAHwAmABMABgD1//D/8f/+/xQAKgAuADEAHwAbAAUA9//y/+X/9v/w//v/AQD5//3/6//d/9T/v//A/7H/uP/A/8v/3f/m//n/+v/8//H/5f/o/+z/BAARADcAQQBIACIAAgDZ/8L/wf/A/9r//f/5/xMAEQATABcA+/8RAA8AGAAtAC0AVgBaAEUATQAhAB0A+P/p//X/EwAxAEMAVABJAEcAKAAOABEA/P8XAA0AIAAWAA0AAADq/+f/2P/4/+3/AQAaAB0AOQAdACgACgDw/9H/xv/H/8v/4v/r/wAA9v/t/+H/x//P/8L/zf/R/97/3f/b/9f/z//O/8f/0v/X/97/2v/b/8z/wf+7/7j/yf/Z//D/BAAFABkAFAAbACEAKgAxACsADwAEANf/zf++/+L/+v8mADUAQgA1ABsABAD8/wsAMQBBAHwAeACUAH8APwBXAPn/JQABAB8ALAAaACQABgAKAOj///8GABEAMwAkADYAHAAbABUAGAAaACwAMwAwADcAGgAcAAkADAAMAA0ABQD//+3/2v/R/8X/zf/X/+n/6//v/+P/2P/F/7T/uv+3/7n/wv/A/8n/wP+7/8D/v//Q/9X/5P/v/wcADAAMAAMA+v/r/93/3v/c/+v/9f/6//7/CgARABkAEwAIAAYA7P/a/7n/v//R/+b/BAAtAFAAYABTAEcAQAA+AEAAUwBfAIsAZwBNACsA9P/d/8L/0//3/wsAIwAkABIAAwDz/+7/EgAmAEkASQBMADoAHAAEAPv/DwANACoAIgAZAPz/4//b/9b/6v/9/xUAGwAPAAIA6//l/+L/6//6/wsACwAMAPv/9f/i/9z/4f/y//j/AwD///X/5v/S/8v/xf/L/9b/3v/q/+v/6P/f/+L/4//w//T//f/9/wAA7//s/93/2//Y/9r/5P/u//v/DQAbACoALQAnAA8A///b/8H/s/+w/8X/0v/z/xkALAAsADIAHgAXAPX/4P/w/+//GAA0AFUAawBpAFAALwATAO//6f/x/w4ANABEAE0ARAAvAAwA8//j/97/7P/8/yAAKgAzADcAJgAgAP3/8f/k/+P/7P/6/xQAJAApACcAEwD//9r/zv/C/8r/0P/l//r/CwAKAP//7f/Y/8P/w//D/9f/4v/w/wcACgAMAPz/AAD0//D/6f/y//z/DAAaACgAJQAUAPz/7P/X/8z/1v/f//7/BAAQAAsACAD3/+L/3//k/+X/7/8BACQAJwApABwAHQAKAPX/6//x/wAABgAMABMAHwAZAA8ABgD+//j/4f/i/+L/8f/x/w4AEwAbABUADAAFAPj/9/8HABcAJAA1AEUAPgA5ACEAEAD///v/9P/+/wAAFwAdABcAEAAVAAAA/P/m/+3/6f/k/9j/6P/1/wEABgAPAB8AFAD3/+z/6v/p/+X/6/8NABUAEwD8//j/4v/b/8z/1//q/wQACgATABMAFQACAPr/6//v/+b/7P/n/+H/7P/2/wQAAgAPABQAEwD9//v/BQAPAAgAFgAhADMAGAAVAAIAAwDz/+H/6P/z//T//f8HABcAHAAFAPj/8//q/+P/3f/s//v/9f8JAAsAHgAYABQAEwANAA4ACAACAAQAAQACAPX/9//z//z//P/+/w8ADAAUAAgACAALAAQA/f/+/xEADgATAA4ADgANAPz//f/4//P/8//1/wQACAAQAB0AIAASAAsADAD9//z/8v8GAAAA+f/v//D/6//w/+3/9v/+/wMA9v/8/wMADAAPABcAIgAhABAA/P/u/+T/3//i/+7/+P8DAA8ADgALAA0ACwAAAAsAAQD9//z/8f/y//D/9f8BAP//BwAMAAQA///5/wEABwAOAA8AGQAbABEADgAKAAMA9v/x//f/+f/z/wMADQAMABYAEgAbAA0ADwD7////AwD+//3///8OAAcA/f/9/w8ACQAJAP//CQAJAPz//f///wsADwD+/wQACQAJAPX/+P8CAA4A+v/7/wAA///5//D//v/7//z//v8EAA0ACwANAA8ACAAOAAgACAD8/wAA/v/9//L/9f/w//v/9f/8////CQD9//z/+//7//j/+v///wgADAAKAA4AEAARAAUABQAEAAMABQD8/wwAAwADAPj/AAD8/wQA/v8DAA0AFAAZACIAHQAmABQAFQANAAEA/v8DAAAAAQACAAYAEQAGABEAGgAaABoADwAPAAQAAQDz//v/+f/5//r//f///wEA/v/7//3/+//7//7/AQAMAAYABgAKAAUA/v/8//j//v8BAAEAAgAJAAoADQAJAAwADAAKAAoABAAHAAgAAwD8//z//v8FAP3/AQAAAAoACAAFAAcAAQACAAEA/f/8//z//P8CAPz//v/9/wIA+f/5//v/AAD7//r//f8LAAoA/f8HAAkADwABAAkADQARAAUAEQAHAAwA///2//j/+P/5//z/+P8AAP7/CAAAAAcAAQAEAPz/+//8//n///8AAAAAAwAKAP7//f/6//z/+/8AAP7/+/8BAAMA/P8FAAIAEAAHAAgAAwAMAAIA/f8HAAAACgAOAAoADAAGAAgAAwABAAUAAgAFAPz//v/6/wQA/v/8/wIA/f////r//v/7////AgAEAP7///8DAAIA+/8DAAQABQAFAP//AAAFAAAACQAJABAABgAOAPn//v/6//X/9//6//z///8EAAEACQACAAoACAAAAAYAAgD+//7/AgD+/wEA/f8AAPn/+//+//n/AgD//wEAAgABAAsABQAEAAEAAAAIAPz/AAD6/wMAAwADAAUACwAHAAwA/f8FAAIAAQAEAAwACAABAAYA/f8BAP3//f/8////BQD7/wEABQAJAAAABgANAAUABAAFAAUAAQAGAAAABAACAAEA+f/8/wEAAAD///f//v/5////AgACAAUAAgAFAAMAAgD6////+f/8//v/+//9//z//f////7/BAD//////v8EAAEAAwD8/wIA/v//////AAABAAcAAwAHAAcADwAHABEAAgABAAoA//8BAPz/AAAFAP///v/8/wIABAD8/wcA//8GAAEABwAEAAEABQD+/wQA+f8EAPn/AAABAAAA+v8CAP7//f/6//z/+v8CAPf/AAAAAPz/+//8//z/+//7//r/AQD7/wAA//8AAP///f///wAA/P8BAAMABwACAAcAAgAEAAUA/f/+/wMABAD//wUAAAAHAAUAAQADAAIAAwAAAP7/BAACAAcA///+//7//v/8//3//P8EAAAABgADAAkABwAIAAMABQALAAQABQABAAIA/P8AAPf/+//6//f/9//+//3//v8EAAUAAQADAAgA//8EAAoAAwAEAAUA+v8BAPv/AQAEAAUA//8HAAEACAACAAYACQADAAUABQADAAEABgD7/wAAAgD7/wEA//////3/AQD//wAABwAAAAAABQAEAP7/AgABAAIA9f/9//f//v/9//7//P8BAP7//v/5/wYA9P8GAAAAAgAAAAsAAwD9////BwD5/////v/+/wIACAAAAAMABwAFAAAABgD+/wIAAQAFAPz/AQD6/wAA/P/9/wAAAQD5/wYAAQADAP7/DAD+/wEA/P8BAPj/AAD8//z//v/6/wEAAgD5/wMAAQD+/wUA//8AAAEABAD//wgA//8EAP7//P////z//f///wYAAgAMAAUADAADAAEABgD//wEABAD9//z/AwD6/wAA/f8AAAEA/f8CAAAABwD+/wMAAAACAAIAAgABAP7//P/7//v//P8AAP3//f/+//z/AAAAAPz//f/9//f//P/4//7/+/8AAPr//P8AAPz/BAAAAAMA//8AAAgAAQABAAAAAgABAP7/+/8DAAEAAQAFAAAACAAAAAoACAABAAIAAQABAAAAAgAAAP7/AQABAP3/AQD7/wAAAQAAAP//BQAAAAAABgD8/wAAAQD+//z/BQD9//z/BAD6/wYA/P8AAAEAAQD5/wgA/f/8/wYA+v8AAPz/AgD//wEABQABAAUACgAEAAQAAQAFAAAA/f8DAAIAAAAIAAYAAgAFAAIAAgAEAAMABgAJAAYAAQABAAMAAgD+/wQAAgAGAP3/AwADAAUA/P8EAP7//f///wAA///+/wAABgABAP7/BwADAAQACAABAP//AAD+//7/AwADAAEAAwD6/wQA///7/wsAAgD//wMA/v8BAP///v8AAPz///8CAAEAAAAMAAQA//8IAAYA/f8DAAgABwAOAAUADAAEAAUAAQADAAAA/P8GAPn/AgAEAPv/AwAIAAMACQAFAAUA/v8KAAEAAgD//wQAAQAAAAsA//8AAAUABQD8/wQAAQD9/wQAAwD8/wMAAQD//wMA/v8GAP//AQAEAAIAAgAEAAcA/P8GAAIABwAJAAEABwADAP7/AQADAAQABQACAAcA//8BAAEACAD5/wQABgAGAP//CgAFAP3/AwAAAP//+/8EAPr//v8BAP7/AwD+/wMA/v/8/wQAAQD7/wYA+f/9//z/AgD4////AAD+//v/AQAKAP7/AgAJAAUA/v8JAP//AAAAAAQAAAD8/wUAAAAAAAIAAQAIAPz/DAAEAAUACQALAP7/CgAEAAQABwAHAAMABgAHAAMAAQAAAP//AgABAAIA/v/+/wcA+v8DAAIA//8DAAEAAAABAAAAAgADAAMA/v8HAAIAAQAGAAIABwADAAEA/P8DAP3/AAABAAIA/P8CAP7/AwD8////BAD+/wUAAwADAAQACAD+/woABQAAAAQAAgD8/wUA/v8DAPz/CQD9/wYAAAADAAQABwAGAAQAAQAFAAEABgD8/wUA/f/+/wQABwD9/wIABQD+/wMA/f8CAAAA+v8DAP7/BAAAAAUA/v8HAAYAAAAFAAkAAgAKAAIAAgAEAP3/AAAFAPz/BQD+//z/BQAAAPz/AgAAAP3/AgD//wYAAgABAAMAAQD9/wIAAQD5/wkACwD7/wgABgD8/wAABAD7/wUABAADAAEAAwD9/w4A/P8FAAEAAQD6/wcA+/8EAAUAAwD9/wgAAgAAAAgA/f8BAP7/CwAFAAIACgAHAAAACwADAAEAAQAEAAMAAgACAAoABAD+/wEAAwAAAP3/BwAGAAMADQADAAQABAAGAAEAAgAEAP3/BAACAPz/CQACAAIADAD//wUA///9/wIAAgD6/wAAAAD9/wAA///8//z/AQD5//7/AQD9/wEAAAD/////BAD3/wUA/f/+/wEABQD//wAABAAAAAAAAQACAAMA/v8IAAAA/v8EAAEAAQD8/wIA/P8CAP3/AQD//wYAAQD//wEAAQD//wEA/P8BAAEA/P8BAAIAAAAAAAEAAQD8/wAAAgABAAMABgAFAP7/BwD//wAA/v8CAAMA/v///wUA/f8BAAMABAD4/wYA/v8FAAAABgABAAUAAgAFAAUAAAACAAQAAwAFAAwA/f8CAAIAAQACAAIAAgD+//7/AAD+/////P8AAP/////8/wEAAgAAAAIAAQAIAAcAAgADAAEAAgD7/wMAAAAHAAEABQABAAUA//8CAP3/AAD6/wIA/v/9//7/BgD///7/AwD///////8CAAIAAgAAAAYA//8CAAkACAD+/wUA//8DAAAABQACAAEABQABAAQAAAADAAMABQABAAMAAQAEAAIAAQABAAYAAAAEAAEABQAAAAkA/f8EAAQA+/8EAPv/+/8HAAQA+f8JAAcAAgAFAAAAAgACAP//AQD//wAA/P8BAP3/BgD//wYA//8FAPr/BAAAAAMABgD+/wYAAAAGAAIABgD9/wIAAQD+/wQA/v8GAAUACgAAAAcAAQD9/wIAAQACAAQAAAAFAAEA//8AAAcA/P8LAP7/AAD+/wAA///5/wMA/P8BAAMA/f8FAP7///8FAP7//v8DAAEA/P8CAAIA/v8DAAAAAAADAP3/AQAEAP3/BgD8/wcAAQADAAMABQADAAMAAQABAAMA//8HAPr/CQD8/wEA//8DAP3/AgABAP3/AAAAAAIAAgABAAIAAwADAAQA//8BAP///f8BAP3/AQD//wIAAgD//wEA/v8BAP3/AwD/////BAD9//7/AwADAPz/CgACAAQACwD8/wYA+/8CAPr/AwD8/wEA/P8CAAEABAABAAYAAgACAAAAAwD+/wcAAAAEAAYA/v8GAP//AQD+/wUA//8CAAUAAAAFAAIAAwADAP7/AwACAAIAAQADAP//AQADAP//AwAFAAEABQD+/wcAAwACAAUAAQAFAP//AgAAAPz/BgD//wEABQACAAMAAwD//wIAAgADAAAA//8GAPz///8BAAEA+/8JAP//AwAFAAQAAQACAAAAAQD+/wgA+/8EAAIABAACAAIAAQADAAQA/v8EAAAA/v8AAAMA/f8BAP///f8CAAEA/v8CAAEA+/8CAAMAAwD//wMA/P8CAP7///8AAP3//f8AAPz/AQAAAAUAAAADAAAAAwD+/wUAAQD+/wUA/v8BAPv/AAAAAP////8EAAAA//8BAAIAAQAAAAAAAAAEAAAA//8FAAAAAgABAAAA/f8FAAAA/f8CAAEABAD7/wMA//8GAP//AgD+/wAAAAAAAP//BQD9/wIAAgAAAAEAAwAAAP7/BQD+/wcAAwAGAP3/BAAAAP7/AAD9//z/BgD8/wEA/P8KAA==\" type=\"audio/x-wav\" />\n",
        "                    Your browser does not support the audio element.\n",
        "                </audio>\n",
        "              "
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 20,
       "text": [
        "<IPython.lib.display.Audio at 0x10881d6d0>"
       ]
      }
     ],
     "prompt_number": 20
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from scipy.io import wavfile\n",
      "\n",
      "fpaths = '/Users/musy/Desktop/SA1.WAV'\n",
      "\n",
      "fs, d = wavfile.read(fpaths)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 49
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "fs, d.shape"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 50,
       "text": [
        "(16000, (53863,))"
       ]
      }
     ],
     "prompt_number": 50
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "Audio(d, rate=fs)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "\n",
        "                <audio controls=\"controls\" >\n",
        "                    <source 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\" type=\"audio/wav\" />\n",
        "                    Your browser does not support the audio element.\n",
        "                </audio>\n",
        "              "
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 51,
       "text": [
        "<IPython.lib.display.Audio at 0x10b336f50>"
       ]
      }
     ],
     "prompt_number": 51
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "signal"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 45,
       "text": [
        "array([ 0, -9,  1, ...,  1, -4, 10], dtype=int16)"
       ]
      }
     ],
     "prompt_number": 45
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "signal.shape"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 46,
       "text": [
        "(53863,)"
       ]
      }
     ],
     "prompt_number": 46
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import librosa"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stderr",
       "text": [
        "/Users/musy/anaconda/lib/python2.7/site-packages/librosa/core.py:26: UserWarning: Could not import scikits.samplerate. Falling back to scipy.signal\n",
        "  'Falling back to scipy.signal')\n"
       ]
      }
     ],
     "prompt_number": 47
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "d.shape"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 56,
       "text": [
        "(53863,)"
       ]
      }
     ],
     "prompt_number": 56
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "mfccs = librosa.feature.mfcc(d, sr=fs, n_mfcc=13)\n",
      "mfccs"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 65,
       "text": [
        "array([[ 387.51507236,  379.77619144,  341.15045949, ...,  376.94548475,\n",
        "         343.51885482,  325.78432135],\n",
        "       [  37.2375711 ,   35.41415219,   23.50698514, ...,   37.52370773,\n",
        "          16.00121179,    6.07766739],\n",
        "       [ -17.91177917,  -14.55876741,    3.78041357, ...,   16.984449  ,\n",
        "          24.23021741,   19.76567323],\n",
        "       ..., \n",
        "       [  -5.47597033,   -5.03441319,    1.47626728, ...,   -2.14819731,\n",
        "           2.63307088,    4.9081712 ],\n",
        "       [   3.14102086,    3.38416625,    6.07586444, ...,   -7.96843808,\n",
        "          -3.39845053,    1.98235916],\n",
        "       [   3.90795751,    4.26453884,    2.41527374, ...,   -6.97284058,\n",
        "           3.56820032,    4.16169082]])"
       ]
      }
     ],
     "prompt_number": 65
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from librosa.feature import melspectrogram\n",
      "from librosa.display import specshow\n",
      "S = melspectrogram(d, sr=fs, n_fft=1024)\n",
      "logS = librosa.logamplitude(S)\n",
      "specshow(logS, sr=fs, x_axis='time', y_axis='mel')"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 66,
       "text": [
        "<matplotlib.image.AxesImage at 0x10da4d150>"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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jV0Qa4NnVDsDLY6MtJNkrJ9kS2/lBRF9Mii4Va7bZOLqjzJokuaJVFmKGqTt0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\nHefcH/9VXcwtxI2M4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       "text": [
        "<matplotlib.figure.Figure at 0x10b352050>"
       ]
      }
     ],
     "prompt_number": 66
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": []
    }
   ],
   "metadata": {}
  }
 ]
}