Chb_exp.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import scipy as scipy\n",
    "import os\n",
    "import sys\n",
    "from scipy.io import wavfile\n",
    "import soundfile as sf\n",
    "import IPython.display as ipd\n",
    "import librosa\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "sys.path.insert(0, './src/')\n",
    "from src import util\n",
    "import subprocess"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!ls "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "## load two samples\n",
    "sample_rate = 16000\n",
    "sample_1_loc ='./samples/84-121123-0000.wav'\n",
    "sample_2_loc ='./samples/174-50561-0006.wav'\n",
    "sample_1, sr_1 = librosa.load(sample_1_loc, sr=sample_rate)\n",
    "sample_2, sr_2 = librosa.load(sample_2_loc, sr=sample_rate)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "sample 1 min -0.4658203125 and sample 1 max 0.457489013671875\n",
      "sample 2 min -0.143798828125 and sample 2 max 0.1593017578125\n"
     ]
    }
   ],
   "source": [
    "print(f\"sample 1 min {sample_1.min()} and sample 1 max {sample_1.max()}\")\n",
    "print(f\"sample 2 min {sample_2.min()} and sample 2 max {sample_2.max()}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ipd.Audio(sample_1, rate=sample_rate)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/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",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ipd.Audio(sample_2, rate=sample_rate)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "./samples/84-121123-0000.wav\n"
     ]
    }
   ],
   "source": [
    "def normalize_sample(sample, output):\n",
    "    print(sample)\n",
    "    command = f\"ffmpeg-normalize {sample} --target-level 0 -o {output}\"\n",
    "    subprocess.call(command, shell=True)\n",
    "\n",
    "normalize_sample(sample_1_loc,'./samples/normalized-84-121123-0000.wav')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "174-50561-0006-shortened.wav  84-121123-0002-shortened.wav\r\n",
      "174-50561-0006.wav\t      84-121123-0002.wav\r\n",
      "84-121123-0000.wav\t      normalized-84-121123-0000.wav\r\n",
      "84-121123-0002-5secs.wav      test_merging.wav\r\n"
     ]
    }
   ],
   "source": [
    "!ls ./samples"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "normalized_sample_loc = './samples/normalized-84-121123-0000.wav'\n",
    "normalized_sample, normalized_sr = librosa.load(normalized_sample_loc, sr=sample_rate)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source 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+z79E/zZ+hX8wfpr+Lr2E/Wt85b0RPYN+Xz8QP6EAXQDOQQSBTIHyAeoCOcMow+VEZATnxJlELgPTg9qDVAL0wqUCRUIBgQYALT9G/v7+Iz3Z/Wm8ZnxM/Li7/Xsb+5/8HjxKPM99Bj1lPaY+DP61frQ+zr+Jf/2AI8C/AMzBCwE4QPtAWAA3v/SAEMBkAMRB9EIIwrVDCAOlAwLDM0MuQ5MD6sPIBNeFIIRgQyeCRAFi/6I+2r57PaE9Q/1f/Mc8bDvXu6R7NnraexF7/3yPfdB+gn8pP7vAAYAtP6z/2f/6P1c/d3+QP/f/nr/e/8i/rH+9f+cANoCsAX8CF4M1Q4zD8UO1xDrEgETlhQAGDUZkxXrEQgROA3qAxX+iv10+rn0EfTf9bDzCfDZ7UztHurc5v3n2+ty7c/ur/QT+Sb5uPkZ+hH6L/ov+gz8Qf5z/1UBuwSsBm4HMQkkC08Lzw1AEcUSRheWHMEeZCFbJfcjYx0aFkoPLgggAYv6nve/9rXxjuwc6V3j0N2O3HDcbtzp4enpE/HQ+FD/lwWLCxQOwgsTC9MLLwkTBkkElgE4/Cj2Lu796Kjlh+Dn327kF+i67IX1RPzwAMsHkw85F8shcC1BNhI7Zz10PQ450S3UIJMXSw/CA7n42fRh7u/irtqC07jLxseExlLKt9IL2QTilvLW/noFRg87F7IXHBEBD5oSyRFfCXgFogciAx32oOuy6avlgt9g4MPmc+os8D/6qQbtEMkX7iRXNrk8ZDZPNn064zO3J4EgSRmTDc0AI/ct7+Xh89WS0u7PRcjrxMDM4dam3K7kQ/H3/vQKGxNhHMAgsxkXE2YTfwxD/7P57vik8m3mGuGs36zcxNiv2inkxOmE71f9UgvvEy8h5jOURK5PK1E0TapJe0GKMH0dkw15/WfwmeQ62jHS+MlKxbPCir6RvNTDxNBy3U3qrvyoEZQkRDFlOcE+hkAdNe4drBCHA3fq39Ws0i7P0sQzvRi/tcblx4zKgtbk5c3vRv80GNst+z4LVvdsRHG7bSVqlWSlWIlBniP/AkTp89NGw666B7Bpp8immKacp8OsWrjsye/fj/oNFOAt+kVWV2piqGMYWMhPmUYKJnICCurEzeeu3ZvLlXCUapbInN6qXrz6yBPbAPXbCC8YaDJ7ThBmfXise+d5vXSQbxVrCGWLT2Ifq+jOvImhnpJAjmWP/JRDmqSep6SqrfS/BdVQ7pkTWjk3W/h04nl0epl3/G+Ga+JWii2P+LTI16Zkj7GMEZHPkRqTIpRel2WlicWX6bMHKSBjN0dLHWYmfDh9Knw1e8Z3Z3HVa2hlhFpYMczng6RFhMGF4ooxkceUM5h/nBipS7w2yKnazvJ3E6A7V2UMewx77ngedatwKGjIVlwxt/b0syWLUoY+ix6PoJDTj5OQrpJYnp6+TeILAy4ogUeyWbFtT3wCfTl93HjucdJtpmhtYLpVoDFh9Qmy3IQCgVeC0odmjymS6pn+rcfJL95D8KQBnBgGOHpa2HR+eip2FnDUa4Rk+kpwJZb7bb4Gi/uDj4ckikuNV45qkHiRvp1mv7PriQvdI5ZFz10wY75tA3g/d9pyh2vsZR1jv1xwVx47ugYBwRKGAYAJgU6F5o3vkIuX17Gy1tToWv4KD2oUfCTpRzpky29FcyltmmgyZLxOxiOY9Im2XYj2g6WE1oZzigSNZo9fj0eeC8jS9LkSiCbGPU1S+lQ+Wjhtlna4clxsfWQxYalbg1GkLn76Rb3SiHOB1YMShryNsJO6nXi9luG989MA/g/3GiUiYT0wWlNs0HKSbX1syGS4RwkWyeP/r3CMEYf2h/WLqYzmiySQH5RYpVzOvfVpFmoyFkbuVDlaOVhCW+xpAnBGbM9nkGExVghQ+TidCOzZbKGngruG4on4kUiWe5yluubbUfcfCVMUWxxuHQIr4UDaUVZdtm6Acg9hkUg2IR71usmrngWJVYhoidSO3o5fjhiTaKkY1V/4lxbbK/429kMOTfRJnEinWm9osW01cIBmolkTVc1E3xiU8Ta6pInUhqeGOI8Jl7eXLq+F2en6kQncFJ4dmSAFJ2kzGEDpTNZesWcYVzA9AR9b/3bcI6meiRyI3Ilsj9OSXJVQmKyx5d+8/ngVxCifNSE9d0JtQyhHjlgJZsdpI22jafJfwltSRYkWB/WgycaTrIfqjD2Tzp0Ln/mwk9pk/yoUiCDRKT0pvCmZN/5A8kRwTSBPOERSN4ocwfMY0lmnCIkoiMiKiZAMlHKVDqExx4v0NQ6AKaw+bjuIOYVDlUPfQUZUZ150XRRnaGj3XYpRNDKGA+7mQ8JdlL+GwI2emf6gbKfvu27kvg9MIlglUidVJ5QqBTSXOMAzFTd1QFk9MS9IE97svc1UpUKIqIgbikuPlpOrnISyydsHCrokhzSkNnYv7i6LNNUzWTZwRylXOF2fY+JmiGNeWPY0aQoh6QLJiaYSj1+RopqEpGa07M326R0F3xsJHHcYgSGmKogxqDfQNug2YzymPuMu2w3u506+hZuEjNCN65HzlIOZs6jGxE7ktwURJ0Aw1ieqK1U1jz5eSJxMc0wwUPtWslivUyVP+EFBKn8WffwV2Oi46Z92kyeagKCAq8nJzutqB3kcjSbTLHs3CDjXLBUnKyaGJH8lZiajHc4M+vLC0O2sF5Lhi76OxJJPmDak+MDI6YwVszRFONY6vEK/PO07PDufNBM53UXBTqVRQlK4TalFPyq1/rzVcbdJpYaYQZd9pX/Hs+t7B44avCcPMmEtuSCbFqgS3xH3F38eehxYHMscmhN++2LdJbdCkuqK25Apk4CXB6cvxg7wDgzJFUAqcDVEKi0kgCiRLac7CUliRZxCpUbnRpJH+Em/OrchXxZTCzry+896rTyn/7ICrrCti8BQ3hL9qAnoC8scyi5qL98whDAqJHkl/iuvIVoVMQfF7ePU6bnjmbSOAZHpkhCYdKZqvVjULPyDJg4zkDVBQelHvEdpQlE2UjJSPCw/mjy/S4JbW1SdPlUpXQon5d28XpU+jSiYFJ+mrwXVlfiOETYjsybbJ4MogyAwGb0YxRmCHPkkZyuFIV8RMAB03pit2o2LijyLv47LlbShzsZ47TsCfiR5PdQ1+jIaOYI16jCeM1kzHDVoPqc9fDspTYBMBStrGzQR4/Vl3k3FzayGsmvA7Ln4xevj//QcBJ8TahMaFX8gDyC5HSYgOh4HIRUobyLjEXwCeewMzoywg5WoizaPnJVdm0qpS8XV4zcIHCWVMvw2yTqJQcRDbTkoMBsyFjLLNJk2KjecQRpJADqiISgR9v5o5xHM7q8gqXi42r5Yx3fkVf+RED4eeB9GGSoaqBqPFuUUwBGnFaEhfiBcEl0ACOop00O3QJcnjdiSwJRfnSexwMsV6sEN4SmWMkI5jkG4Qx9CCTuYMjkvADAxM7Ay8i+9Nns+JToDMMkb3QG/8wXcd7VprZa4org3yZDlw/WHDJ0jGx/wG1Yi5RR1DEYV7g/XCrQbWh+HE0YLwvqz3qq1nZMIjVKPX5G5lrWkQ83h+WASiiwARIRDjTkNOCozhS5rMowxDysQLcgxpS2vL6IuvR0QGqEZ0fsm6Z3v7eM01rXZgdfR3Nvp1Obn7BcEOQqAAIgHIxIOD4kRbhU4DoYPPBSEDhYIGPVF3/zQqb8/praTXJQ4nAmoeriT0QzvvAs1HusmcTFzOkw9Fz3VOgc0HDA3MM4vKyy9KDsq/i3ZKjUlACFkGDEOBABd7L7UvMofy6zJkNBy3E3shQLWDigNUBRiF0sQpg/8DZoJzQxSE6ISKA56BQ32ZdtOvDye8I8PlNmXEJ5usXfWhfdYEpouzTshPFQ8Nzj8MT4zSTGeK1EvGzFTL9QsuCLlF9MYUhvdD6MGggXqCXANcgYW9BHsS/Az6JTdgNoM34XrHvj397D7zAcDDpYSZRP6DIsGGwpVCc/9GfL36cLgEdB1tDSeoZvgm+yg1LGWygvpGgcGIJAzfztkO4lAJELkOwo2LTIqLQMsvCj1HPcYqRo3HEAk9CUjG18amx2ZEpsB7ek13BHhtdtcz2TUXuNm8kL8m/pf/+AKhQ4CDJwInQUEBQkK1wsPBMz6hPWi7VXdh8F/p7WcTJhMmZal+rqQ2aj9ehpML+45CjsXPc08xjXnLEgqqCu9LJ8q6CGsGAEZcxojFfoWWBwrIBQjUB/OGrAUxwBN6RHfS9YHyv/GYM4Y4Hvy6/ckAJ4RCxbDDdcK+wZZAUYBnP97/usBpv8M+x/4U+cxyt+u2aASnN6avqCCtzDe+AQWIKsuFUDkSRVDFDjCMLwqEiqgLMAmnCArIXYiPiQII0UX/RmnJR0f6BLHD/4NLwVp8oPdu9pk2orRX9JI3WnpavKA+fADcQqMCcgKPw4HDQ0KTgm3CAUK9QibAB360PSC5XDRjroQpaGeN6E0pIu18dKD8/0SpSNjL/U7Hj/uOKwz7y44LX4vOS5vLZss1iacHYMYYg8xCF4LHA7XEDcUXRVhGLIUuvzb6nXkQNUqyObGF83d3Yru4PPIA2wXxhmrF8gXxhCMCVQJ5gWC//n9xv9D/3z79u1g273PyMCtqbqfIqaxrhXB5Ny6+gUYIiwiNvo+i0BcNm8vGS2kKBEiIiCgINce7xyEFTAOFQzMBscF3A7yEiYX8iASI5sdBw0J9p/o0Nswyfq+Q8SI1RnnNvEM/yAT2h6AHdgWqxDRCzEKCAj+A1sE5QQKBb0FA/qF5rXZy8vdu2asYZ04ojW2tMa22qL3wRTqKyQ44TVlMuMtTSP+GCwUiBETE7ccQB+GHpof+RyZFOAJjv0J+SoB5AvoGeUkri2uMZYqnBKj99vfgMquv524Er+f01Ds5P+mE9sitCZzJh4eyg/jA5f9hfk//JEBpgMLBa0FSv247PXbpcuDuo2pqqIUqia6Ys5y5ej9vhgfJ0gm5CXBIUsTtQgZBu8EAA6yGikiFiz9NaoyxCvzIs0QuwFm+2r4Pv6vE44oUTrpRt9DijD/Ezv07dA7tIel7aSFtPLOJOnaBGkhpjG+MIUqCiBNECQFz/2w+bf9GAgSDykQjQoA/6HuBthkv4asXKRIo0ejAqrJw1zfzfJYB6wYCCRaKkgmeBpXGtcaIhTvFrQeryGPKDUxryxOJY4d2xAOCKj9+uvd6nf9zAmbFXwruT9USbpCTSjnCV/y0tQjuYCvDbHJvRzYM/KRBXIZliY3J1sg/w+W/iX38fLw7ln0gwELDp8V0BN/CCb2Vt44yJm1V6cMp9O1YMzN4XbyUAXsGh0j9hquFBEStws5BggCAQTeDhUYkh29JEgnCiGRHdwX8Am5/9r8kPzfAOsEdgcuFaolZSxYMis7uzk4Llkacv9V6OHU6cHYuB+/bsdL0zbn2vdBAmYK7wx7C7YLmQj0BWYKfQ+wE9obeSJfIe0akA8u/1jrkdcixwW8FbtvwdTMGt1N6hL0RQEDCjIFJACw/+P9UPvx9+/37QBYCkIKAwyyEVMT8RPiE1kQwA68EEMRbhRWExMOQg/TEtMQ+AtfDEoRORoIIB0iJiBwFv4K2f0j7MfYds4n0ZfYeNsX4Vvz4gYcD2ERdhT0FnIXpBMmDgIM8wxUDqERWxElCRUD0P5G827ibtQ4zJLK5cuRy5vPcNs/5/3uDvaX++X+zAFDAef7TPiV9y/4bfoT+g/6UgDTB1oKHwwfECQWDBz1HccdBB9cIFsgfx7qGs8WyxKnEEUOvg1ZDvERcRu+JUMnlhzrEhwKX/wX57XT2sxI0ObUj9bV4T7z3ACNCnQQxw6pDIEM/wcJA+r+c/3dA2cLIQgSBLED7/6E9P3l2tZqzv3MKMvFzM3Vf+LJ8SACzww3D2MLDQU4//D1+Oco4vvqf/ej/v4EWRMUJIUqMCd0Iz0gLxtMFdANkgc9BzoMpxJKFtQU3RTRFzkVvQo1AQr9n/x5/yf/jAUlFBEfLhnKESwLRO/K2dDOi8q8x9XEttGh4vzuPfzWC+QTURejGKAW6xPoDbAHIgl6DfoKvwkODYgLhgSz+vfuDeYH3yTXQNTR127cW+Xo8oH84AKMCikQsA86Cw8GTwQyBIYAfv4ZAo0GlAnSDFMPVBBAEJUN6QlhBm0BE//RAZwDeQIIBK0Jlg3dDA8KVQgmCHsFpAGuACgDbwdPD/4UpA9qB/0E/ADk8b3hatrg3GzezdpF39zvh//3BQcNTRRUGBcZDxedEswNPQoPCsQNBgwiB0MH7gjhAir4aO4l6PDkcN+P2n7c/eMA7QT47QGaCAcNXwznBof+NvPU6PvkJeap5qToPfD2/D0IFQ2ZEEYVdRbDErgMcgeHBdgE9ATzB08MHxDdFd0YoxS+D9EKUAM5+/bzG++D8V34Hf6JB04UOR9oJ7goAyBpFScMgv0S7Crfjtqq3f7hZOXh707/nAikC/MM0gyvCl0HeAL7/i7+DgERCDoOtxChEvQU6xK6Cg7+pfHp6DThgdn21n3aReIx7Lz19fv8/fn93vtW9nnru+Nk5Kjoiupy7g37awonFDMXdRrbHCoblhVND+4IzgM5AloDwwTnA9EFPQvyDeEJMAW0AvD/dfyk+NX33/rN//kEGwvnD0YTHhi8G9oZ7xTNEBwNSQikADv5AvZo9VLzrfHB8kL0h/bV+P/5kPqu+4T93/8bAnEC5wMICPsK3QoqCpQKIAq3BhABufuV97/y2u066p/nhubB5jDnveVw5YLnOeon6/zr/O949A73VvhF/LIAzAPJBqwKAA7HEC0U0hZkF7MVRxReEz8RpQtbBl0DGwF6/m78CPzt/A7/fwD0AdYDHgaCCMkKGQwzDWIP+xEvFH0WZBgdGNkUSRCCC5cEz/s/87jtVOnz5M7ic+VD6tztzvJc+ez/BAW1COIKRQxzDNoL9Au2C/4Jywi/CI4GZgLV/bP54PQ677LpieXh45njOuUd6WbuEfQU+xUBBAJ7ADYBtwHL/Ub58/iX+8/76vnc+n7/TQK8AugDMQX3BTUGLweFBywH6QfrCvQMpAtnChwLlwt3CXQFSgKvAawA4P1U+wj7Zfw6/pz/WgGMBLgHnAo8DMYLxwrLChEKsAcyBaYDaAPoAgUBg/+M/5H/yf62/fD8DP00/qf/GAGaApcENAcGCVYJiggBB8wEJQKF/lP6ZffR9Qr0MvGk7h/u7+4A7+vua/AI80T1JvdJ+TH7ufz6/V7/LgDa/77/OgDu/9X+Xf7O/vj/YAEfAhUDGwV6BtkGNQfCB9EHRwdTBlkFEwWrBEUEMAReBL0EGAWMBUkGNQcYCOwJ6AsRDNkKNQo8Ca4FigCr/LX6uPdn87rwmPDm8C/x2/K09eT4A/yc/9YC5gR4Bs0IygqxCnYJzAj0CIwHhQTyAWIAPv4H+w/4ZfX58ufwce+37oLuJe8D8R30Ave0+WD9fAHsA9AD+wO3BDsESgGs/j3+Yf2k+kP4qvhC+Xj41fev+HL5hPnR+XX75/wt/Sz+wACbAloCDwM+BdgGGgaNBbsG9AcECBUIEwkjCpMK0QpeC30LFAvoCn4Lswr/CLsHLAfiBXED4AFsAU4BlACHAH0BzALpA94EQQaXBwIIIghxCIQH4wVBBIgCbADk/T77D/mi94r1yfPv8lfy2fFi8Xfx2PHK8sPzGvW79hz4rPl2+yj9Hf4P/+f/jwC9AH4AdgDfAHsB5gEpA/ME2AbyCNMK/AtmDKAMJQzECsgIgQbJBJ8DsgIJAmMCuQNsBVQHOQk3C04NgQ9dEIkOhgtUCbMGIQGA+nT23POK7y/rxOl46lXrCuww7tfxrvUb+fr8DgFyA5AFIghUCbgIfgfHBkAGRgQdAbn/T/9e/TH7tPlj+N32N/XZ8zHzxvKH8gn0O/bK9zv69P1UAbkDsQXqB+cJJQraCMkH3wb5BEICqf/W/d373vmw+Pr3BPdw9gL3hveQ96/3Xvhl+TD6k/pl+/H8e/6m/x8BugKdA9UEBAa+BvcGDAcoB78GwAX8A54CWgHD/xb+0Pxq/Gn8mvz6/CH+qv8WAUACbAOiBJQFQwbSBooHJAh9CKgIzwigCF0IHgidB9YGGwZyBbgEqgOeAuUBpQCX/9H++/1A/ar8G/zB+4D7Wvt4+8b7Mvxf/A399/2a/vL+P/95/3H/a/8t/wL/v/4c/oL9Nf2F/IT7LPso+y37ifsW/Pf86v1f/t7+xf+4AEgB7AEqA6MEjAVnBm8HBwgYCK4HFwcnBgwFxwPdAmACtAH3AEsAd/+I/sL9FP2H/PH7y/tv/Ij9SP79/j0AZgHXAekBMAJ1An8CagKDAq8C4gLMArsCiAI0AbH/WP6O/Dr69/fW9kT2j/U69eD1Cff/9xf5ZfqA+zb86PyD/fj9W/6R/uP+Y/+f/8b/XAAMAbUBUQJUA90ERAY3BzcIsAmsCtAKxwq0CmwKxwndCPcHNgeyBjcGvwWxBWsFlQS/A+4ClgFS/wL9J/vE+Kn1CvOU8bLw1e+p7yPxm/MV9sj45vth/40CKgVMB6sIhQn1CbIJnQjhBtAE+gIEAZD+avzj+q/5x/gN+MH34fcb+Ev4efjK+PL4IflT+a75UPo4+9b8xf71ADYDUAV2B2oJjgq/CpsKMwouCV4HHgWIAnsAlv4U/D/5U/d99gL1kvNa8730x/Wx9o/4IPuH/TH/8QBfAjQDhwNmBJsEGAT5A6YEhwVHBeQENQXsBY0FKwQcA20CQgGs/2H+aP2f/Az82vvq++77M/wQ/Tz+5v6C/zQBTQOqBGAFQAaNB1II6AcVB2MGeAUjBLwCcwFRAHX/6P6m/kH+4v3v/Ur+Z/4o/j7+0v4v/0L/mf8cAIMAtADUAPgA/gDkAMkA3ADpALcA6gA0ATEB5gClAJ8AUgDj/1b/GP/p/rv+BP9T/6X/CgCzAIEB4gEDAjcCTAK8AQ4BmQAlAK///P7X/v7+Ff9C/3j/s//E/wMALgAjACEAfQAVAZoB2AH6AV0CpgKHAlMCMwLvAa4BcwFDAUoBRAH7APAABQGRAPP/g/8D/1z+hP3P/ID8Qvzk+6777/tN/Lb8RP3K/XP+Lv+6/0kAoAChAKUAlQA9ANz/rP+T/3T/TP90/6r/yf/e//v/NgBkAHUAWgBmAH8AewCcAKwAmQCyAM4A3wCmAGIAdQCEAKQAyQADAWoBqAGTAYQBWwH1AHgA+P9+//f+ov5W/h7+7/2o/Yr9kP2W/ZL9nP2a/aj90v3Z/fX9S/61/kT/yv9BAMEAHwFGATIB1wBxAEMA8f+Y/8T/KACCAAUBhQH5AWgCiQJ4Ak4CFgLQAb8BuAG0AfIBOwJsAk0CGwKgAf0AOgBR/5H+IP7v/cj9If5r/rL+Of9y/3X/Wf8d//T+Cv8Q/zD/pv80ALwAAgEMAfsAswBTANT/T/8G//n+5/7G/rP+n/6+/qf+Rf4F/iP+jP7G/hT/2/+gAEQB3wFIAncCXAIeArcBUwHaAIYAeQBrAG8AmQAFAUsBaQFVATMBAAGpAEEA5v+4/6f/tf/l/zgAlgADATEBPgFKATkBRQFxAc8BOQKJAuECJQMbA9kCTgJfAVoAUv9F/nX94vxW/AP87fu/+437VvsT+9j6oPp7+pX67/pa+/L7svyC/Vz+GP/Q/2EAyQARATUBSQEeAQgB7ACmAGgAQAAuAAYA9f8GAHYA+AB1AUgCPwNPBFwFWAYmB7IH/Af5B8sHVgevBg0GYwXDBFgE/AO1A74D4gP6A+gDsQOAAxEDFALWALP/Tv52/Ij6/fi392D2IPVx9Iz02vR39cT2gPht+m38i/55AAUCWQNqBOEEzQRaBNMDFAP2AbQAqf8G/zX+XP3h/LX8jvxs/Gn8evyq/M38D/08/U39f/3L/Q/++v0X/nj+2P5E/5n/HwDZAK4BXAL3AsQDSQSaBNoE+wTBBDwEngOqApIBXgAx/0H+bf2X/BL85Pvs+x/8dfwF/Zr9QP7x/rX/RwDcAJIBRwLZAi4DhwO1A8UDngNkAyMDzAKHAkYCOQJAAkYCdAKNAoQCdQI3AsYBUQHOADAAg//m/nP+Mv4n/vr98v0X/kn+e/6M/rr++v5Z/5T/y/8oAHcAsQDQALwAcQAVALv/Uf/u/pr+Rf5T/oP+pP7j/kT/tv8AADEAcQCgAMkA1AC0AKQApQCnAIcAhwB0ADUAIAD6/+X/zv+h/5n/i/+I/6D/wP/J/8n/7f8IAAoABgD7/8b/f/87//f+mv5I/jD+Kf5X/pf+0P5Q/9//RgCIALoAzADGANYAswCRAJYAmACiAKcAlgCjAN8A6gC/AMQAwwCzAJYAQgAbABIABwD7/xYADQDt//T/0P+N/zT/0/51/iv+7P3D/cP95v02/qH++f4i/3f//f9AAG0AkADBAPYAAAEFAf4A/gD5APgA3ADNALcAowCMAEcA8v+1/+b/6P/n/ycAgADwAC8BMQFFAYsBfQFrAVYBQAE2ASMBJAELAfcA0wCgAEgA8v+f/13/Ef+3/pT+kP6N/oX+kv6j/tL+1f7V/sf+pf6W/nn+av5X/lX+XP6W/ub+Ev9X/6X/wP/o//H/4//1/+T/9P8YADcASgBvAJkAmAB4AFkAVgA9AC8ACwDX/+H/AwD2//D/CgARACgAIAAKAPj/3P+5/6D/of95/1//Xf9O/0D/Uv9h/27/nf+0/9f/9v/1/xEAMgA4ADgAPwBDACwAMQAlABAA6f+0/4v/RP8c/wP/+P79/j3/aP+U/9j/AgAsAGIAkwCeAKwAnACoALwArwCPAI0AfABSADEAJwATANb/wf+g/4f/mP+o/8f/7f8LADgANgAnACkAFwAKAO3/vP+l/53/hf9d/0r/Y/9r/2//df+H/6//x//T/9T/5/8NAAsABQAMAPL/8P/1/7f/jP9+/2L/W/9C/1z/c/+0/yoANgBOAEsASgBgAFgAUgBlAG0AUQA5AC4AEgDx//D/5/8KAEYAkQDeACkBdwGiAawBqwF4ASYB+ACpAE0AFgAVAA4ACgAEAAIACADa/5n/Vv8l//L+0P7C/tj+E/9T/5j/zf/z/wIAAADi/53/cP9S/xv/Ef8d/zL/Vf9l/3f/lv+1/8b/6P/9/xYAPABjAKEAygD7AA4BIAE4AUwBXQEvARQB9wDSAKUAcABPADYAMwAgABEAJAAqACYAGADv/8r/oP99/17/Pv9E/1b/dv+1/97/KgBqAHIAgwCKAH4AVQA+AAkA2/+r/27/W/85/xH/J/8c/+7+5/7h/gz/Ev9G/6X/AABMAGcAvAD2AP4ADgEaAQ8B7ADeAOsA9QD4AOAAywCyAKEAlgB/AHoAcwB4AHYAcQBxAIQAhwBoAFUAagCAAHEAZgBsAI8AnwC0AMAAoQB/AFQALQD+/+T/w/+P/4T/lv+g/9L/BwAeAE4AWABVAGAAaABtAGsAcwB0AHYAfABcADwAMgAAAL3/jv+Y/5j/e/+P/7X/0v/z/wIADAAaAAoA7v/C/57/dv9d/3b/h/+Z/8H/5f/v/xkAMgBBACUABgAFAN//2/+5/7v/tP+a/5f/kP+a/4P/bv9S/0X/Xf98/5j/ov/V/wAA/v8CAAcAGwD+//L/4f/C/7T/lf+V/5T/kf+D/5f/qf/C/8v/1P/Z/7X/n/+P/3r/Yv9h/17/d/+I/7b/9/8RADwAYACMAMcA9wAwAWgBdgGDAZYBjgF9AVYBNgEJAZ0AQwAEAPP/0P+4/8z/0P/R/+X/5//d/8P/if+h/5T/i/+G/5r/vP/M/9r/zv/7/+j/3//P/5//iv+F/3v/W/9t/4P/g/+W/5r/lP+w/+D/8P/a/+3/DwADAPv/NAB6AJoAkQChALsApgCLAHUAaQBAABAANwBdADUAJwAqACIAAQDn//P/5f/i/+z/y//H//n/DQAKAAYACAAEAOX/sf+X/27/N/8d//z+3f64/tb+Fv8p/0r/df+w/9//0P/c//3//P83AHIAigCpAKMAlACSAIMAfQB3AFUAXgBuAIEAjgCrAOAArwCGAGsALADe/6f/of+R/4v/of+5//f/UQCTAL4AywDcANwA0gDBAKIAgwBZAFYARQBIAE8AIgARABQADgDl/9z/8f8HABwALgBRAGAAbABtAG8AYwA/ADwARwAcAOv/5f/6//b/6f/8/w8AEAACAB4APAA/AFoAdgCJAIwAjQCiAJgAeABVAC8ABwDT/4X/N/8f/yT/DP/q/v/+QP9T/0j/af+X/7X/uf/G/+H/4v/v//3/EwAxACgARwBeAIAAfgBgAH0AawBnAGMAZQBeAFIARgAcAPv/3v/W/7L/ff98/5P/m/+Q/6f/2//3/wMA9v8GABUA6v+0/6T/mv+l/8r/sf+y/+3/7//S/9T/yf/L/+v/9P/6/zEAYwBgADEACgAFAPf/yf+p/7P/2f/f/+H/FABJAGoASwA+ADgAOwAtABEA8//h/zgAWwBgAFYAXwCLAGEAMQAfABYABQDq/9L/sP+V/5z/i/96/5j/oP+j/5v/nf+9/8//5f/U/83/8/8BABoAEgAIAAIA1//F/7b/xP/G/9P/3f/T/97/7f8cABEA/P/7/+v/3f/N/8n/xv/L/8v/uP+2/7b/2v/+/+z/DQAaABgAJAD+/9f/2//d/9v/4//m//T/5v/s//f/AgAaADoATABBAGEAfACZAJAAfQB0AGYASQAKAOP/0f/K/8z/0P+6/8//6P8KADUAXgCIALIA3QDmAAcBBgEjASYBBQHyANMAuACeAJwAcgBEADoARwA2AB8AKQBDAGAASgBAAFkAZABcAF8AXwBVAFoAQgA4AEMAWgB6AJcAqQDIAPAA8QDfAK8AlQBoAEAAGADT/8L/1v/C/8T/4//j/xIAJAAuAEAAZAB9AHgAjwCbAJkAhwBbADIAFgDi/7j/l/+K/3f/cv9+/3v/gv+c/+P/BAADAPf/9//X/7T/uf+j/5X/dv+I/5v/tv/i/+b/BwAWACYAKgARAPT/1P+v/3P/Xv9A/xH/Df8F/wb/Bv8T/zj/Ov9J/2b/j/+s/7D/u/+u/4z/Yf8u/xz/If8a/yb/L/9C/3H/mv+8/7f/v//Q/9v/0/+0/7j/rf+W/5X/if93/4L/iv+h/6j/qv+3/4f/aP9q/1n/Rv9D/xj/A//i/tn+4/7P/sj+x/7//hv/Qf9q/27/iv+5/7b/uf+8/8//zf+3/6n/lP+1/77/w//G/9T/vf/M/9L/vv/P/7//tP+y/7//qv/J/+j/5f/o/+3/2P/A/7H/hv+B/5L/k/+f/7v/xf/t/wQALwBQAGAAfgCFAIoAhwCkAI8AigCKAHwAbgBZAEwAKwBDAD8APwByAHwAeABzAIgAkAB6AH0AWABkAGUAUQB3AGEAWwBfAF4AUwBdAHQAZwB9AG8AawBfAEEAPwAgAAwA6//V/9D/0v/q/wIAKgAwAEkAaQBLAEkAUwBwAHoAbwBtAGwAiwCAAHoAbgBhAEwAKQAYAO7/AADy/+T/BgAXAEAARgBvAIYAYwB0AHIAWABOAFIAZwBuAFwAXgBNADcAQAA5ADUAMwAfABEAEQAWABoABQD3/+7/7f/2/wQAGQAaACoAKwAOABoAGAD9//X/4//L/6v/nv+T/4b/lP+r/77/2f/u/wQAHQA+AGQAYAByAGsAWwBDACIAIAAGAPP/4f/z/wcACQAVAA0A/P/j/9P/8v/4/9r/8v/5/+L/2f/d/+b/8P/X/9n/3f+8/+j/9f/z/+X/1v/T/6r/pv+g/5z/hf90/4f/c/9s/3b/ef+A/4D/hP+J/43/nP+K/4P/pP+o/73/vP/o/wAAEwAlABcAAADQ/8z/sf/M/+P/7//m//L/BQDk/97/4f/2/9n/vf+y/6P/l/+H/4r/nv+6/9T/x//H/8L/rf+v/53/m/+J/5X/o/+Z/47/d/+W/6T/pf+t/6X/ff9w/3f/a/+K/5L/s//U/+X/CQATABcAEQAhADMAKQAaAAsA9f/m//f/BAAMACkAHAAxAGgAZwCKAHwAdAB9AFoAagBWAEUAOwA/AEcANAA6ADoALgAJABkAOgAyAD4APwA7AD0ALQArACUAKwA4ADUAOQBIAFUAVQBqAGsAWQBnAIYAjQCeAL4AxAC2AKQAkQB7AHEAWQBEAEYAVgBdAHwAiwCCAI0AjQCcAIEAfQCDAIYAcwBoAJsAhgCCAIQAjQCBAGUAcQBpAH4AgQCPAMQAuACgAI0AewBxAFAAQwBFAFkAWgBaAFQAUgBLADcANQAEAAAAEwAdADEAPwBRADoAHQAJAPv/7//Q/7T/l/+U/5D/kf+j/6D/rf+2/6T/lP+V/5L/ff+J/6L/n/+v/7b/3v/g/9L/6P/M/8f/vP/K/8//xf/V/9T/4P/p/9z/zv/J/87/2f/B/8n/3f++/6P/pv+0/4r/jf+g/4n/e/+A/4v/gv+L/4H/hP+W/7L/tf+l/7b/xf/N/9j/7/8CAAoACwAQAAAA+v/z/+z/5v/v/xEABgDt//n/CgAFAAQABwAYABQAEgAVACYAOAAvAC0AJgAmABcAPgBOAFMAXgBMAFwAQwBPAFAARQBAADYATQA7ACIAFAARABAA+f+3/6L/r//B/8j/yv/u/9n/0//l/97/1v/K/67/mv+u/7T/t//S/+L/3//5/wIAzv/R//D/8//y//3/DwABANL/v//K/6z/s//J/97/3v/R//P/8P8HABQADAArAEcAWABuAIcAbgBwAHkAbQBrAGYAdgCHAJ8AnwCpAKcAswDEANAA/QADARIBCAEIAfsA4gDRAKQApACaAKQAnwCHAKMAtgDPALwAuADPALcAwgC7AKcAqACbAJYAgwCIAIQAbQCOAHYAYABoAFwAVABaAHsAaABlAGoAXQCNAJUAbABlADEAIQAbAP7/CAAFAAkAEQAPAAgAEwAhABwAHQAvABYA8f/w//z/9f/X/8f/v//I/8T/o/+R/4X/eP9v/3H/Uf9I/3r/e/+A/3j/h/+U/6T/s/+l/6H/iP+H/2j/Wv9o/4D/j/+M/5//q/+r/6P/p/+W/33/gP92/1f/T/9X/z7/M/9A/0z/Vf9Z/3f/df97/4H/ff+B/3f/nf+X/5n/j/99/3v/Yv9c/0//Yf9h/3D/jP+f/7v/0//1/xUA+P/Y//T/6//0//P//f////r/FwAkADMAKAA1ABEA6//3/+r/DgAtACsAKAAiABkACAAUACQANwBZAIUAnwCbAJAAmQCcAHsAcQBZAFAAVABZAHgAdQCAAJsAmACGAGYASwA9ACkANQBGAE8AdAB3AHUAcgBUADkAGAAQAAQAAQACAAwAFQAqAEwAKQAdABwAFwAVAPr/5f+y/5X/mv+M/6P/v//I/+b/9//y/+H/1/+z/5b/jP+S/7P/s//I/+H/3v/X/7P/mv+V/3L/Xv9i/3T/iv+T/6D/pf+P/3X/dv94/3b/Zf9w/3z/mP/I/+3/7v/m//7//P8XABUAFQAXAAkADQAOACAAKgAhAAAACQADAO3/AgATAA0A+v8IACQAMQA4AD0AMQAnABkACQAYAAwAAgASACYAUQBIAB8AKgAsADwAKQAZADAAIwAzAEAATwBAACsADgDy/+v/zv/J/7b/tv/K/9v/7v/u/wcAEAAOABsAFQAWABEAJAALAAYAMwAxACIA/P/w/9//z/+s/57/nv+a/5//l/+l/6b/qP+d/5r/hv94/17/RP9a/2D/Zf93/5v/mP+m/6D/fP+A/3//aP9f/1//WP9s/2L/ev+i/6T/p/+8/8D/0v/4/wgAJQAVABwAIQAYAB8ABQDh/8b/tP+z/77/rv+7/8r/w//T/9j/yf+q/7f/uf+v/8P/xf/e/+r/6P8LAA4A6//v/wQAIgA5AEsATgBbAF8APQAqABsADgDq/+D/4//s//v//f8pACMALQBCACwAIgAOACMARQBuAI4ArQDdAOwAzgC6ALsAoACEAGkAbABxAJoAowCdAIUAYgBbABkA8v/S/9T/vf/a//X/FQBHAC0AUgBGAEgAWgBBAFQAUwA6AD8APgA1ACUA6v/H/8H/kv98/23/d/+B/3P/jP+U/5L/of+V/4P/oP+a/5T/l/+M/3j/aP9y/1f/Xv93/3X/kv+s/8b/3//d/+b/6P/d/9H/yP/N/8j/uP+z/6n/pP/K//r/AgD//+j/2//b/8r/z//W//T/EAAdABcAGQARAOL/w/+j/4D/lv/I//v/EgAYACkAEQALAPX/5v/2/wUACgAtAFkAUwBSAFIANgAIAAsAAAAAACEAMgBVAHEAeACGAGYAQAA2ABoACQABAAAAAAAaACUANgA0ADEAOQAeAPv/4P/l//T/EQATACQAFQADAAcA8//j/9f/7v/7/xoAIQArAB8A7P/Z/8X/uf+Y/6D/r//I/8T/rv+u/5n/lv+g/9T//v8wAEcAXwBpAGEAWQAxAP7/yv/e/+T/4//g//D/+f/Y/7P/jv90/3n/mf+2/9n/8P8JAAsAJwApAAAADQAYABMAEQAiADcAUABuAIMAoQCLAIsAcABdAGkAPwBVAFkAdgB+AIAAqQChAGgAMgAXANT/zP/v/yUAZwCSALQApwCKAFQAFgD///T/+v8cAEkAhQCsAKAAfQBeACoAAAARACAANQB1AK0ArwCaAJQAigByAIEAkgB8AIoAhgB+AIgAlgCUAHQAdgBIAAsADAAmADcAUQBqAGQAaQBGAAoA5f/t/wgAGwA4AGMApACuAH8AQAAxAA8A0f+9/8L/DABKAHcAuQCpAIQAYgADALP/eP9n/2//nf/Z/xcARgBDAEsA+P+u/4j/av+W/8r/8P86AGYASQAnAOT/uP93/2j/i/+Y/9L/9f8kACAAAAC+/3b/Vf8+/1z/b//D/wQALgA5ACkAIwDv/7T/fP9r/3n/yP/1/zgAiQCRAGAABgC5/3L/Rv8w/2H/lP/m/y0ANwAjAOr/t/97/1D/Uv+d/8b/7/8YAA0A8v/E/7P/mP+A/2L/Wv9T/2f/oP+p/8T/2P/v/93/t/+s/5P/lv+t/9r/8/8IACQADgD2/+D/2f/o/+T/CwCBAOsALgFhAWcBIwGrAGIAOgAiADwAWQB0AGYAPwADANX/nf9X/17/b/+7/wgANQB9AKIAqACJAGIALgAKAAYAHABFAHQArACpAIYAWgAuAAgA9//0//T/HQBJAIUAqwCqAK4AlgB3AEIAFwAZAEQAjADMAOIA4QDoALIAWgAYAPH/1P/p//7/CAAxADsAOQA1ACwAFwAVADcAaABzAHkAkwCZAI8AfACRALcAvACYAIgAgABuAHEAXAA9ACsAMgApAB4AMgAxACUA9v/T/8j/qP+f/4j/iP+j/6L/nP+y/+b/AgDp/+7/DQAkADoAMgA0ABIADgACAAwABgDi/9H/if+A/2L/VP9D/0b/Xf93/7r/2/8DAAwAEgAdABIADQAfACQAGAD5//b/6v/p/+T/1f/C/5j/lf+D/5D/n//G/+z/BQAgACIAHQD5/+P/uv+K/3T/f/+M/4P/f/9a/0T/Wv88/yr/MP9F/2r/cv9v/2j/ff+l/7n/4v8FANv/vv+k/5T/kv+Z/7L/uf/Q/7X/zP/e/8T/7v8BADEAXQBrAHoAPQAaAPn/vf+u/5P/mP+o/5z/sf/l//7/4/+z/63/uv+w/8r/8P8HAP7/7P/+//b/8//3//z////t/+f/8f/3//T/DgAoAD4AOwA0AAkA5P/j//L/LgA1ACkAJwAyAB0A4v/c/+b/9v8QABUALAA9ACsAKgAQAN7/x//G/8P/rf+2/9z/5P/y/+T/uv+M/27/UP8y/1v/ff+q//D/BwD5/+T/uf+D/3P/jv/C/+b/EgAtAA4A4/+x/5f/m/+e/8n/BAA1AGIAcQB6AIAAeQBVAB4ACAD0/+T/JwBQAGEAhwCCAIEAeACHAF0AQQBhAFIAjgC5AL8AxQCxAKUAbABPAE4AVQBtAHcAqQDgAAsBFgEXAQABrgCWAHsAeACOAKAAwwDRALgAWwAcAAAA5v/b//D/FQA3AEYAQQA7ACUADwD1/8v/qv+2/97/MgBOAFYAdABaAEgALwAZABIAIwAzAFYAkACJAHAAKgDQ/3X/HP/5/vP+G/86/1f/c/9Y/zH//P7T/pL+ZP5//pH+3/4n/zn/Xf9W/zv/BP/c/tD+3P7//h//Zf+X/5H/R//4/qj+fP6R/r3+Df9a/6z/2//X/8H/qv+V/4//lP9z/4b/nv+T/6D/of+F/1z/Nv8I/+3+4f4K/zf/af+X/8f/FAALAOL/sv+m/6P/uv/v/xMAIwAgADIADwDq/+P/0//H/8n/0f/0//7/9v/c/8b/yv+6/97/9v8KADMARgBdAH4AmQCSAIUAcgA/ABkAIgBOAHQAdgCKAHoAZgBSACUAHgAhAFQAfACyAM4AsADYAOgA7gAHAQgB/wAGAQEBBAHwAOkAEQHtAMkAqQCFAGMARgA1ADAAOgA9AC4AFQAjADQAUgB2AJsAnAB9AHMAdQBiAF8AigCMAJwAiwBQAD8AJAAaABEA+P8DAPj/5P/1////DAAiADYAMAAlAPT/CAA7ADgAfACuALQAjAB0AFQAHwAAANf/xv/Q/+7/7f/v/+f/8/8PABQAJQAWAB8ALQAsADoAQAA7AFcAYABNAEwALQAyAB4A/v/s/9f/0P+t/6X/uv/W/8f/wv/H/7H/pf+l/8r/1//U/9n/0P+9/8b/yP+3/8z/2//q/9D/sP+I/1b/Wf9B/0X/fv+J/43/rf+q/7b/jv+B/5H/hP+Y/53/zP/c/+j/5f8GAPX/z//R/67/qv+K/7L/uf/M/9n/z//c/8H/uv+7/+n/+//m/8v/lv9V/zT/NP9N/1X/Z/+L/5L/gv9P/0T/Nv8q/zz/W/+Y/9H/5f/P/7b/jv97/27/bv+S/8n/9v/0/+//1P++/6z/lf9Y/0T/rv/1/wYAIQBCAAgAy//Q/8L/8P8DAAQANAA5ADEASABHABcAHQA3ADsATAAyABYADwARAAUAEgBWAHYAgwB6AIcAfwBSAFQAVgBfAFIAUwBiAGUAVQBAAEoAPgAxACgAMwAsAD4AUABYAHcAXwBMAC0AIwAPACIAQABPAI8AlgCkAJoAoAC1ALQA2QD7ABYBMwEjAQcB9ADYAOcA3QDJALsAvgDDAL8AxQDRANYAxgDDAKQAnwCeAL8AyACyAM4A0gDZAMoApwBhAFwAZwBOAGsAaQBtAGgAUgBTAFwAXAAzAEEAaQBqAIUAlwC9AMwApQCiAKQAjABzAG8AUwBlAGsAMQAeAPv/8P8YACgAQQBMAG8AgABeAGIAXABkAGIAbQCFAJQAkgCMAKAAiQBsAEQAQABEADMAIgAHAAoA7f/m/+r/3f/G/8X/v/+r/8n/kf+F/6D/rP+0/6L/lP92/3n/XP9y/37/fP+n/6T/mf9r/1D/Ov8N//D++P4j/0n/a/9n/2z/YP83/zb/L/83/1b/ev+e/8H/2P/n/+T/z/+t/3z/kf+N/37/jv92/4P/gf94/3n/a/+C/5P/pf+t/7L/qv+w/73/tP/E/7j/nP99/3v/Z/9x/4//jv+H/13/Pv8L/wb/Ef83/23/hP+l/5r/j/+F/4b/lf+6//T/AQAxAFgAQwAjAAsAHAAsACwALwA9AE8ARgAqAAoAJwC2ACUAev9KAGgAyv/A/7AAfwEiAZgACQEiAQ8A6P++AO4AhQDCAAABvwA9AMD/5v8JALP/nf8oAF0AJQAOABwAGwALAAMA+/82AD8ALABQAEwATwBdAHsAeABmAEQANgBgAF0AdwCGAJEAmwB+AD8ADAAaACYAHAAdAE0AXQBiAFAAQgBjAIEAmwCIAH0AfwB6AG4AXwBXAFQAPADp/7r/nP9i/1T/bP+O/6T/2f/5//z/BwDz/9b/6v/y/9v/+//3/9n/w/++/73/w//F/7f/y/+7/5j/b/9U/0v/X/91/3v/n/+q/5//aP9D/zH/MP9n/4D/qP/Z/+z/5//I/6f/mP+C/3r/rf/l/+v/xv/A/5v/X/9K/13/kP+7/wQATgBzAIYAfABZACsABQAQACkAaACBAGMAZgBGACAA///m/9//8/8XAEYAYgBzAI8AiwBbABoADwD7//f/6v/e/wEADwD//xAACADl/+3/wf+s/6T/r/+6/7n/6f8EAAwACQATAAUABQD0/+v/DgAXAB8AEQAGAPv/+P/2/wgA+v/f/83/m/9//13/c/96/5b/k/+c/8P/tv/G/8P/3//y//H/BAAMAA0AEAAGAPv////p/8D/yP/O/93/CAADAPz/6v/p/+n/5/8GABsASQBjAFEAPwA2ADoAOwAzABAA7v/n//H//f8DABYAFAAhAC8ALgA5AEwAgQCfAKkAhwBjAFgARgBEAE0AYgB6AJIAkgCHAF8AQQBIAEgAWQBeAGAASwD5/+n/8f/w/yUASAB3AH4ATwAZAPL/KwBsAJwAzQCgAFcABwC8/7X/xv/f//H/FAAHAL//tv+X/3z/h/+k//n/FAA0AEQAJAAEANr/5v8CAB0ADwAdACQA9//I/6T/o/+I/2//bv9o/1r/Yf92/5H/nP+4/9P/zv+//67/vf+4/9P/4f/p//b/8//1/+z/7P/i//D/8//b/8r/zv/O/7f/n/+V/4//uf/W/9X/9v/x/8v/of+X/4f/gf+T/6z/zP/E/6//rv+c/5T/s/+v/6n/nf+s/7v/uP/I/8T/vf+8/63/sP/I//D/GwA7ADwAEAARAOL/zf++/7T/6f8TADYAPQBJADQAJQABANj/sP+g/4//of/D/6b/pv+j/8P/1P/K/7//sv+z/5//mv+u/8v/yf/U//X/CwAlAEQAUgBeAFUAKQA+ABUADQA5AC8AZABYAEgAIgDp/9b/wv+8/7P/5//1//T/9//3/wcA3v/B/8n/2f///xgADADv/9//z//Y//P/EQAVAPz/9//d/9r/2v/p/+z/0//N/93/yP/k/yAA9f/2/+P/0P+7/6v/q/+Y/7z/vf+2/6v/mv+c/6//sP/A/9D/zv/u//X/GAA4ADwARgBiAHkAYgBeAGAAZABsAH0AoACsAHcAMgADANr/5/8dAE0AgQCqAJwAnABzABwACwAyAGAAhgCMAJAAewBUAF0ATQBcAI0ArACqALwA0QDJANMAqgCkAKsAhgB/AI4AnQCZALIAxwClAHkAKQDn/8L/sP/U/wwACgACAOv/vv+1/4v/m/+Y/5n/w//F/9H/x//N/9T/wP+h/4D/fv+t/8f/2v/p/9r/3P/M/7f/vf/G/8r/1//M/7f/i/9m/0T/PP9V/zb/Tv9F/zH/M/8M/wb/Hv9Z/1X/cf+W/4j/p/+J/3n/iv+M/8D/5f/4//L/2//F/5r/av9+/+D/HgBKAFoAVQA9AA8ABQAlAA8AEACNAGwA6f8AADwAIwD6/xoAeQCaAI8AlwCnANYA4gC2AI4AoAC2AJMAoACcAF4AYgBWADgARAB3AHEAdgCwAJsAcQBlAI0AggBgAHUAfABYADQAPABDAGEAbwBQAFYASQAlACkATABpAIYAsACuAKsAuwDHAMkAygCzAJgAmQB4AFUAPABFAF8ARgD2/7r/2P8KAB4AGAAuAA0A5v/5/+z/3//I//P/CQAZAEEAHgADAAEAHgAnAAYA3/+9/8r/2//d////DQDq/5j/c/9f/0v/fv+0/9r/6//4/+j/yP+3/7f/q//T//j/4//0/8//oP+E/4P/k/+8/xAAOgBHAF4AXQBDABAAwP/G/9T/x//t/yYAPwAZAO7/7v/X/9j/QABrAGcAjwCjAJQAdgBpAGUAYgBgAE4ARQAxACIADQAMABsADgAMABMAAQDw/+j/0P+4/6T/t//H/+X/3f/H/63/pv+u/53/yv+1/+D/GQAHAAsA+P///xEA+P/e/8D/pf+D/27/h/+C/3v/bv+K/5//lf+a/5r/tf/O/+r/EQA7AEsAPQAPANr/xv/y/zgAZgCCAJQAYQAAAMv/uv/e////4/+u/67/mv9//4r/sf/u/+H/yP/C/5b/Xv8//1f/gf+F/43/oP+//6r/fv9f/27/jf+J/6//xP/W/+n/3//e/+H/8f8JAA0AMgBJAEQAMwAPAAUA1P+d/6r/2//t//3/HAAQANv/uP+y/9v/MQB1AJgArACDACsA/f/q/+7/DQA/AEsATABRADEAIAAqADsATQBkAHcAiwB0AFwAWwBvAHcAbAB9AGgAcAB8AH0AmgCpAKkAvgDEAJYAgQCPALUA1gDfAAcBMgEtARsB0gCKAFMAHgA9AHAApwDVAMkAnwBrAGsAlACaALsAvACRAD8A3f/U/7f/nv/L/93/yf+p/7z/1P+4/7v/zP/7/xEAHwAcAAUADQAbAEQANQAwACIACADh/6n/rv+m/6H/s//J/+X/2P/H/9D/oP+Y/7D/wP/W/+P/8P/m/+z/9v8OADUAVgBdAE0AUAAlAO7/6f/6/wUAFwBCAEUAJADi/8P/y/+U/2z/hf+7/+r/8//b//v/AwDw/wEA+v8OADAAPgArAC0AMAAuADIABwDw/9z/zf/J/8P/xP/I/+n/AAD4/83/j/+L/4b/cP+X/+L/BADz/9j/rf+b/53/x/89AHkAkQCdAHQANwDk/8//9P8lAF4AqADSAH0ADwDm/+T/1/8NAGwAlgCyAIgAbgBgADoAGQAmAE4ANAAIAO3/8f+5/3D/Zf94/3n/Z/9i/2D/Yv9l/4L/gv9w/3L/ev+X/87/+/8nAEoARAAqAAMA8v+//8L/EgAxACQAFQDl/8H/nf9//7L/s/+n/63/mP9w/2X/j//N/97/9P8UAAUAFAAQACQATABrAIoAeABTADIAMgBOAGkAbAB2AGoAJQDe/8j/4v/5/+j/7/8bAB0AAADk/wAAIwBWAHsAgQCfAIcAbABaAFUAMQAXAC0ANwAVAOH/6P/d//X/9v/Q/wAAHwAUAMX/jv+Y/6j/uf+g/5z/s//X/67/ef99/4L/lf+V/5b/hv96/2n/Y/9c/0//cP90/3z/aP9v/27/dv+M/zv/MP80/0r/VP9X/2b/WP9Y/zn/HP8E/wv/+/7R/sb+9f4g/xP/Bv/+/vf+Af8u/1f/X/98/5v/dv9d/3j/mf+d/7X/7P/z/+f/zf+4/4//hf+g/6P/z//L/63/sf/E/+j/4v/h/+r/2P/L/8b/1v/u/wkAHgAmAAgAwv+n/4v/mf+j/7f/AAD5//v/3//q/xMA/f/3//n/GwA2AGwAmwCYAIkAiAB/AHwAiwBwAEQAJAArABkA+P/k/+j/4f/g/+f/6/8TADEAOAAWAPr/+v8LAPX/FABYAGMAeABMABQAAwArAE4AGgDu/wAABwD5//3/AgAOAAoAFAAfADwAYQBxAHkASAAaABQAIwAaAP7/1P/h/xsADwAHADAAYQBrAGwAfgCRAJEAUwAXAPP/+P8OAPb/8v/n/+D/9f8JABwAOwBvAHgAZABWAIwAvQCkAJ8AqACrAIQAdQCQAI4ApgCZAI0AkgBjAEQARwBFAF4AlQDEAOEAtACqAK0AlgCeAK4A4QANAR4BSQFNASMB7ADKAOIAygDKAO8AAgEAAdQAhQBSAFgAUwBVAHEAgABRACUAEwARAB8ALwAzADkAOQAXABYAHgAwABwAMQCDAIcAgQBuAH0AfAA5AB8AKQA8ADgAKwASAA0AIgATAAQA8//W/7r/pv+6/8j/yv/L/7T/kP9i/zf/Hv8N/0L/Wf9B/yD/yf7B/qb+iv6M/qz+2P7I/ub+1f6x/sP+5v78/hj/NP8h//j+7v4E/zX/Sv85/yT/4/7a/tL+3/4N/zf/KP/U/qf+fv6r/ur+//4f/yr/MP89/03/dv+z/+7/BQAfADAAEAAFAAEA5v+//8b/5f/l/7X/gf97/4T/0/9EAH8AfwBvAGEANwArAF4AuwDSAKAAdABTADMA/v8HAA0ACQAiADkALAD5//n/5v/Q/9j/CgB2AKQAhgBdAEUAUgBwAH4ATwBXAIcAYgBuAIEAmAC6AL0AswCEAIIAjQBgAEgAaQCWAMoA3QDKALMApwCIAGQAVABAAG8AlgCGAHkAWgA8AEIAVwBbAGgAsAD1AOwAzgDMAMwAyADWAPkA8gC+AJ0AdgBmAIkAnwBvAE4AUwBGAGAAjgCpAKgAowCuAKsAmwC9AOQA2ACuAHMAVwBTAGYAWwBFAEcASAAUAOH/8P8bAEAAUwCCALAAwgCNAFcAWQBtAHkAgACVAHgAeQBsAEsAUAAlADQAbwBoAEQAJgAfAB4AIgAtADQAHwAQAA0A+v/0/+3/IQBaAGMAegB7AGkATgBYAIIAmACVAHMASgAvABIABwAFAO7/5P/b/9X/xP+//77/of+1/9T/7/8RAAkA0P+R/4//mP+X/6f/ov+C/1H/MP8u/0f/WP9q/4z/cP9c/0D/LP8h/yX/Nv84/0b/Lf83/yr/+v7k/vr+FP8N/w3/+/4T/0X/Q/9C/03/XP9b/03/S/88/y7/OP9R/yn/L/9a/3H/g/9e/1T/TP+Z/9H/yf/h/9j/q/+J/5v/r//i//3/9f/8/87/ev9d/2r/c/98/8v/DgDj/9X/4f/8/ycAXwCWAJQAgwBcACcAMwBzAIsAuwDXALgAjgBWAFAAUQBSAGUAeABpACUAEwAXAB0APABfAH8AWAAsABAAAgALADAAfACKAHgAdQB6AH0AiQC0ANAAuACTAH4AUgAUABoALgA7AFEARQAzAA4AGgBDAHAAdAB+AJYAbABEAEoAegByAIkAlACVAIIATgBGAEIASAAZAA8AFAARABQAAwDy/+r/2f+u/6r/wv/h/83/1v/O/5L/e/9W/1f/eP+9/8///P8vAOD/zv/K/9//CwAsAFEASgA0APn/6P/X/9T/AgAoAEAAMAA/ACUACgD2/8f/9v8mADUAUABYADIAEAD4/+//CgA4AEwASQAyAOv/yf/z/wMA+/8uADoAOgAaANn/3P/n/8//wv/4/xMACgAuACIA2P+//9n/EgASAB4ANwAdAPv/1v/c/93/6v8dAFIAVgA0ADgAPwARAAUABgDt/+3/CgAuAB4AAQDq/9n/4//l/+3/DQAWAPr/4v/f/97/8v8QABIA+f/Z/73/n/+j/77/1v/j/9P/uf+S/5H/mf+p/8z/1v+9/4T/Xv8q/x7/KP8g/y7/Lf8p/yX/Bf8E/xz/Jf8//1v/cP+A/4n/gv+B/4T/lv+b/5H/pf+i/6H/n/+b/3L/Pf8z/zf/Zf+W/8T/2P/p/8//p/+7/9H/0P/q/zYASgAqAAsAGQAEAO3/+f8HAAsAEgBCADsAHAABAAcABwDq/+7/9v/e/7f/nv+j/6z/4P8eAAwABAAEABEAGQAYABAAAAAFAAkA/f/w//H//v8RAB0ALQAvAE4AWQBNAFUAcQCVAJ4AxADPAMkArwCcAJ4AiQCVAI0AiwCKAHoAZwBWAEcAOQBRAGoAbQBgAFEASABLADYANgA2AEMASQAoACIABgALABIAGgAjACcAIwD5//P/5//x/w0ACgDl/7r/uf/L/9H/2f/j//H/JQA9AFIAewCJAIsAbQBDADwAQwAzAAcA8P/3//L/8P8FAA8AHQAvAFcAiQCIAI0AjQBpAEQARgBdAF4AeQCGAE8APgAoAAIAOwBNADIALQAWAAkABwAfACMAHgAUAPf/8v///9f/vf/3/73/ef+e/7D/aP9D/3j/if+D/3f/nf+s/5T/dP95/5j/cf+E/7L/uv/N/8//tv+//9f/z//F/7v/p/+Z/6P/tf+4/7n/1v/q/9b/yf++/63/q//N/+P/1//b/9T/sf+w/57/pf/Z/9P/4f/Y/9z/5P/Z/9L/tv+v/57/jf+R/6v/mv+f/53/gv9x/2n/iv+C/3n/of/C/6z/qf++/83/4P/U/+L/5f/R/8v/nP9+/2r/iP+J/4n/vf/V//v/9v/0//r//v8IABsAGQANABYADQD//wYAFwAoACIA+P8DAA0ABAAKAPD/2//Q/87/0//h/wIA8f/p/+//9/8KABEAPQBaAFoAWQCFAIcAewCGAJQAqwCdAJgAdABZAEcALQA0ADYARQBwAIMAdwB2AHsAcwB3AHcAbwB3AHgAcABlAEkANAAuACQACgD8//z//P/8//P/7P8LACEADAAGAPD/7//p/+z/4//C/7v/t/+5/7X/vf+u/8H/zv/a/+//5v/y//X/7P/8/+3/zv/J/8P/u/+o/5r/nP+n/5j/gv+Y/8f/wv/J/97/3//q/+T/9v/2/woAJQAIAPT/2//b/9v/6/8QAAQAJwBFAD4AWwBmAHsAbgBtAHsAYABZAFMAXABTAFgAVgBtAGoATQBWAC0AOAA4AEgAYQBWAE8AVwBTADQAQQBPAGIARwBMAF4AWgBUAFAAVQBaAHoAoAC1AJIAjwCNAIIAXwBFAFMATAA9ADIARgBTAEsAVABYAFUAUwBLAD8AIgAoACAAGgAQAPz/+f/5//n/3//a/7z/r/+S/6D/0//Q//j/BgAPABYACQD0/9r/z//Q/+X//P8AAAAAEAAcAP//8/8NAPv/DgAoAEIAXQBaAHwAhQB2AGgAUwBlAFgAXQB6AGoAYABcAHIAZgBZAEsAMQAuABoAEgAWAB0ABwDo/9n/2f/u//v/AAAQABUAGAATAB8AOgA9AFUAVwBXAFYAQQBUAFsAYQBkAHEAegB8AHsAeACBAIsAlACJAIoAbwBVAEwAPwAsABEABQASABcADQAbABoACwDx/+f/8f/t/+f/zf/L/+D/0v/a/83/uv+5/6H/o/+p/6P/oP+v/6P/nP+h/4b/hf+E/4z/t/+1/5X/mf+y/7//wv/D/8b/vv+x/8b/6f/r//b/8f/u//H/1P+4/6f/qf+V/5j/l/+T/4v/gP+P/5H/nP+W/5z/i/+C/2v/aP98/23/ev+D/5P/kP+T/5r/pP+n/5P/oP+R/4f/q/+3/77/yf/P/93/2//j/+T/8v///wAAGwAtADYALQBJAFUASwBsAH8AcQBfAF4AVwBGAD4ASgBiAGoAYAByAGMAYgCMAIQAhwB0AHMAdQBoAIYAcgBnAFwAYwBYACYAJgAlACgAIwAgACMALQA3ACoANwBcAHMAeAB/AJEAiACEAI8AiACTAI8AewBxAF0ATQAqAB4AKAAPAPz/8f8GAP7/4//3/+P/0v/K/8z/0/+5/8j/yf+6/8//z//a/9//4P/Z//D/+//b/+b/4/8EAOb/4P/y/9H/0v++/9X/rP+K/3H/Xv9a/1P/Yv9K/1b/S/9S/2z/bP9r/2j/cf9o/1b/Xf9c/z//Lf8q/zT/O/8+/zz/Rf9f/2//fP+T/5f/nP+y/7L/xv/E/9T/5v/O/8T/t/+//67/v/+w/5n/rv+e/6X/qv/c/+L/1v/h/9P/6P/q/+r/0v/c/97/wf/V/9L/w//L/87/xP+r/8D/6f/q//X/5//2/+f/4//5//H/DgD7//3////h/+b/9f8HAAIAGAA4AEEAagBiAGoAbgBZAHAAdwBhAEsAewB1AHUAeABoAHwAbQBVAFoAcABeAGAARAA4AD8ANwAiAAgAEgABABEAHQATACoARgA4ACMALAAzACQAGgAfABIADwAFAPb/DAATABIAMQAsACAAJAAdAD0AOgAoAEEAOABGAEIASQBfAGMAcgBXAEIAPAA4ADEAPAA/AEgATABAAFIAWgBlAEkAUgBqAFUAbwBiAHMAfwBrAFAANABSAFwAbAB+AIYAhgCGAHsAdgCNAJEAjACfALAAlQB+AH8AiAB1AGoAcABhAEkAPwBEAEUAKQAuADUAJgAXAAYAAgD+/yoAKAApAAsAzf/D/7H/t/+i/4z/mf+S/3X/ev9s/4D/fv9k/3//Z/95/4j/h/+J/3n/jf+L/5L/o/99/4b/g/9q/3D/gP+5/7H/pf+x/7f/uP+f/47/fP+G/4P/cf9w/4b/g/+A/5z/sf/D/63/sf+x/6H/pv+i/5P/ef9+/2//ev+A/1P/Vf83/yb/M/88/1f/R/9d/2H/Wv+P/3j/hv9j/0P/e/9u/4r/ZP8//1//Y/+X/6j/r/+//8j/0P/M/7v/tP/P/9j/4f/V/9L/7P/u/////v/x/xAAFwAeAEMATQBVAFoAcACDAJUAqQCiAJcAggBuAHIAZgBjAGwAWgBBACQAAgDr/xAAGAAUAB0ACwAjACgAJQAaAC4ALwAfABsA8P/x/8n/pv+z/8X/yP+//7n/sP+m/5T/nf+h/8z/yv/D/+j/7v/v/8H/wP/M/9j/5v/n/97/4f/1//j/8f/S/+n//v8KABAABwASABAAGAAVABUAEQD0/9n/2f/i/9n/zP/B/8D/w//U/+z/1v+5/7v/vf+7/7r/p/+a/6L/qv+o/7f/qv+q/+P/5P/b/87/xv+2/8D/7P/1/yEANAAwAD0AQQBeAHAAWgBtAHkAdACEAI0AtgC5AL4AxgCwAMUAxACqAKUArACgAK0AwADAANwA4gDeAOcA4QDOAN0A8ADeANgA6QDwAO4A6QDtAOoA0gDOAMAAsQCvAJkAkwCRAIEAnwCiAJcApgCkAJwAkwCTAHcAgACcAJ8AtACzAK4AqACMAIUAiACAAHMAVQBRAEIANQA3ADUAPgA7AC8AFAAXABQALQAnABsAIQAMABEABgAVAAoA6v/I/8v/2P+6/53/m/+T/5L/qP+o/6r/lv+S/5D/n/+p/5z/gv+E/4P/YP9t/2v/cP9u/2r/dP9r/2H/Xf9j/3X/cP9+/5T/l/+n/6L/tv+g/5r/qP+j/7L/rP/C/8H/2//y/+7/+v/6/xkAHAAuAE4APgBIAEIAJgAfADUAEQD6/+f/tP/F/8H/zf+7/7T/u/+s/7b/lf+U/6//2P/e/83/0v+v/5b/sf+2/6T/uv/B/8D/wP+6/83/t/+6/9j/y/+2/7D/w//S/+z/4v/p//P/6v/d/8b/2v/R/8n/wv+t/6b/wf/T/9L/1v/H/8L/zf/Y/9//DAAmACEALAAlACwAKAASAB4AGQAVABUACgD0/+b/9//y//v/AgAEAAAAAAD9//7/BAD6/wUACwA3ACAAFwAOAAsALwAOADwANAArAEcATQBjAHkAjQB8AHsAjQCkAKMAvQCzAKEAugCwAKkAkwCNAIoAfABzAFUAVgBQAEkAVwBbAHQAcgBjAHYAfwB2AHIAbQBfAFYAbgBaAFMAdgBzAHgAYgBcAFcATQBaAGQAaQBSAF8AXQB6AIoAfACOAHEAbQBPAEsAWwBUAF0AXABfAFQAUwBQAFgAUgA6ACMACAAQAB4ANABAAB4AFwAEAAoADQAAABUADgA9ACkAEAAPAP3/CAD3//b/7P/S/6r/jv+H/4r/Yf9T/13/aP9//3D/n/+t/63/xP/C/9z/2P/A/8n/xP+w/53/l/+g/43/jP+U/4X/hf+T/5//n/+t/6v/vv/E/7b/tP+7/8T/qP+9/8L/xP/A/8j/u/+X/6L/o/+l/4z/iv+d/7n/sv+x/6//sv/F/6n/qP/C/9H/3P/i/8z/w/+5/8X/1f/Y/+v/7v/z//P/9//5/+X/7//+/9z/1v/a/9j/4//m/97/7/8FAP7//P/l//L/9v/1//r/2//l/97/3v/v/wMAAAD+/wQACAAUABYAIwAnACYALAA2AC4AMgBDAEMAQABOAD0AUABYAEoAYwAlAB4AJQAZADsAQABaAHIAcgBbAE0AZABaADoAOwA/AEQASwBQAFgAXwBaAEUASABAAD0ASQA9ADwATAB4AHIAXABqAF4AbQByAHYAgQBkAFUASgBAADsANAAkAAwABQADAPn/9f/u//r/FQAmADMAPABFAEcAQwArADcAQwAsACIAJgAvACYAHQAYABgABQAIAAMA9v8BAPb//f/v//3/EgALAA8ACQAaABgACgD0/+v/7f/f/8r/vf+5/8T/3v/n/+n/zP/A/7b/mf+L/2j/Wv9b/0v/T/9P/zr/LP9B/0r/SP9M/0r/dv+M/5j/oP+r/7j/qv+9/67/ov+f/63/uv+5/87/1//0//7/DgAcABEABAD1/+//BwD4//b/+f/x/+v/y//J/5j/n/+X/47/oP+Y/7D/w//K/77/vP/I/73/qv+l/4v/jP+G/4j/j/+Q/4j/gv+i/5b/k/+R/47/j/+G/43/jf+V/4//q/++/6f/nP+N/6P/r/+q/7v/yv/M/9P/zf/S/9v/0//f/9v/5/8KABkADwANAAAADQAoADEALAALAAAA7P/j/9P/yv/O/8f/3P/p/+b/zv/c/+X/4P/2//f/+/8DACMAJwA/AE0ASgBRAFAAVABFAFQAPAA7ADkAOQBDAE4AfgCPAJcAlQCWAH8AbwBjAF8AVQBXAF8AVAA8ABcAFgAlADIAFwAbACgANwBYAGgAbgB2AHYAbQBoAGUAXgBZAEgAOgAqAPT/4P/r//f/5v/m/+X/6f/y/+L/7f/u//v/8f/y/wQA7f/e/83/t/+r/5P/mP+R/4j/m/+w/7v/qv+u/5v/mf+d/6X/v/+y/7z/u/++/8r/0//2/wgAAgD0//T/9v/4//r/9v/n/+f/BQAXABIADQAIAAcAEgAfAC8ANgBAAFAAWABmAFoAUgBHAC4APgBGADkANAArABgACwD//wwAJgA+AFEARABBAD8ALQA1ACwALAA1ACUAHQAVABQACgANACUALwAUAAEACQAEAPz/BgD9//z/DQADAPv/5v/w//r/6//a/8z/qP+7/97/2v/k/8P/vP+f/4z/jv+D/5n/iv9u/3D/g/+J/4f/k/+l/5v/mP+k/6v/tP/P/+D/6//7/+j/2/+6/6b/rf+6/8L/rP+r/8L/0P/A/7f/uv+6/7H/qv+t/6v/qv+y/7v/y//F/8D/7//7/+3/5v/u//P/1P/k/9//0P/k/+n/9v/r/+j/7P8AAPb///8QAPz/EgAWABsAFQATABIAFwAlABsACAAJAAsA9//7/w4AFwAdADoAMwAxADUARwBZAFwAYQBNAGsAXwBCAEwAOgBDAEYALQAsACIAKgA3ADcANwAvADIAMQAwABkAEwAVAAQA6v/g/+H/xf/G/93/0v/u/xwAHQAZABMAAAAdAC8AJAA7AD4ATQBHAEIAVQBSACsADAABAPT/AQARABkAEwAtAAkA8f/0/93/8v/e/7//1f/W/8z/1f/n//n/zf/L/9j/1P/P/7z/xP/I/8r/wv/B/6//tf+//9X/7v/f/+v/BgA8AEEASwBTAE4AbQBiAFsATQBMADoAJgAlACsAOQAtADAAOABAAD0ASQBAADUAYgBqAGAAbgByAG0AcgBuAG0AagBTAFcAUgBTAEoASAAuACAAPAA4ACsAGAAsABEAFQAmAB4AIwARAC4AOwA0ACUANgAuACIAFgAUAC4AJwBHAEsAVABdAFwATwA2ADgANQArABgAMQA4AD4AOAA2ADsAQQBQADwAVgB4AIMAZABvAJcAnACGAGkAawBhAGUATgA6ADQAPQBPAEEANQAqACIAHAAFAPP/+P8PACsAPwA8ACcAKAAXABQAGgARABAAKQA2ACMAGQAXACEA///v/+3/+/8AAAUAJwAmADcALAAqADUASABVAFIAZwBrAHwAgwB3AIQAfwB6AIYAYQBXAF0ANAAoABsAEQAdAOX/z//z/+H/4P/M/7X/5//8/+3/9//y/wAAEQASABcA7//t/wcA+//o/97/xv+4/8n/rv+E/57/rP+x/63/q//S/+P//P8MAP//3P/n//r/5f/X/73/yv+5/5//wf/K/7v/w//K/8H/0v/o/+P/3//1/+v/yP+7/6v/lf+a/6D/qP+5/7P/qv97/3T/l/+W/4v/ef+L/6v/rv+r/7L/vP/B/7v/tf+2/67/sv/N/8j/0//f/wgAFwDo/wkAJgAeAAoA///3/wAA1v+x/8v/1P/x//v/FQBCAEoAZAB5AGAAXgBvAHcAagBXAEoAIgAVABYAEwAhACIAIgAVAAQADQAiADsAPwA+AEMAMQA8ADkADQAmADYALQAeACMAJAARABEA8/8RACYAKwA2ACcAOAAkAAoA/f/0//b/+f8SAAcABgAoAC0ADgAPABsAAADv/93/BAAKAPn/EgAHANz/vv+6/9D/3P/d//X/0//l/yEADwDf/xoAKgD6/9H/kv8IANH/sv/G/9n//v/e//H/lP+3/3n/wf+r/3j/qP9s/73/8v/i/4T/v/9V/5z/wv9u/6v/hv/W/5X/SwAAAPP/cv8MABz5feWc93sZrwh97qvz+ggmCXvx2/BUBzoPfgFn9AD4dAQv/6LskfLKEHcLfO+B+c0PxgvQ9nHw7PWqCtwK3/T78FL70BXmEjz35O9iBMkOUfp/7/MBify49RkGrwCpAcbym/3vD48BtAZqAt0DIwrxB4EGFwO9A/YTchnB/FLzZwhxE/UFDvhQCDcQr/ij9PYJKg2n/IP/7gcNAtH9zQGKB5sE+QEgDLQApe/TCnANF/nv/x0M2AF77o8BAw+A+1f6XwFjATADyfV1/kEGv/k+Awv9tvdG/P7+7wOR90z67AQ4+kb2pf1wBHgAcPbFBTn/XvQiC9r8d/btBwICSf7wAVn/kADQBTf7HQaUBiX1bgkpBWv3mQuvBof7Cgx/AnH8yQeaATkIJAd/+QUF7wq1/Gj6rP6NDIkEM/QKAcb+e/6Z/Vf+/QAo+C8B0vzI74f5WgV3+jjxpfp/+PXwA/bx+yj3Ie508//9L/XF7Anx3fpo+9TzjPYa9rDt5/fdBpT7gPAW8z4BuwNK91T8GAGU/zsGvgGD+U0Igg2/A0EJVAcMCPISSQvwEC0WWwtWCAMRuSEeFIoFaxLrGl8T4AZTD4kZZBDiCTsM8AvyBTILAQ0v/9EAtgIZ+HX33Ps791jxau5279bre+Ko5wfsXeQT4B7j1OO93cDgw+YS427kvOfR5tPldesO8q/wB/L69u/4VPW3/XEMoQXQ/h0G1Qs8Fo4VtAmyEiAYshlTHsUWqxUVHCkiYR/1F3AYLSFqI0IhAR7yEpQX6yFpIo8ckhJLD/oTJA6uBYAJTAiVBDf/iPQR7hztbu/m8Knnbt8F4KTdE9v13JHeydz/1zLXM9mE2DreSeLj3wTeEOEg5gPnsOmq8NfxdPBk9Or1fPnO/4cEuQJ7ANIBtggmEsYNywm5ENIZqhYCEaUboR6FFq4d/CEYG3Yhuif1JaAjKiNWKDMkECAvKNQoySCjHZ4bPxTcDasQVReFDfr8LvhJ+b/3JfJR7hXooOIS4vLdL9cB2r7eZtky0+rTndW41CTYktwW3CvY/9lN4dnm+egF6oHrSO4x9Lv28PiE/SMBrwKGARYD7AgiDPUKBA2jED8OSg4MFfcavxodFdASBhsoI7oiOCMiIyQkvSfdJ5AoVCy3LSYtfilnIT4f8B+mHvQe3xnyDVIELwB6A7AB5PWG7dfppOfs4r3bjNvC3x/btM8ZymvQiNbF1ADTxtGUzofP8dVD3nDhe98J4CHhRua+7svyD/Wb+G/5/fiq/GYG0QtECZoIrAocDYsPaxSNGMcWMBhdHCQZ5BrNI9cnKyZsIhcl5CrsLIUu6S9bL5UvUTATKgYkACNoIRkiNSPtGPsIpQN7BcIFcf378+vtVOdH4erdWtxy247Zg9E2ycfIks6g0IfQI84pyezHbs5/193Z09ha2Wjb4N436FvvYfBT8o319fjn/DADOggqCUsJEArPDZkSthfFGasYUxv0HoQfMx+XJCgpHirtKDwoEywyMbYxjC+TMSQ1PTZ4L2EnPx8AH/4p0CvvG/sIFASSB+UGKgD/+HLwWugg4e3cDt6z357aKc+DyFDJJMvbzAXR48yDwhPADMrq1CXVtNJk0iTUGtuC4gfnvuuA7gfvIvGo+JUBswNvBLQHuQkrDCQRMxhMGu0XyhiKHg8jcyNAJcImEigHKr0rNS9zM24y/i0cLxE1azqENjkrdiGMHg8pTDDGI9sPhQYxCd0JMQRT/Wz1NOwV4/Pcht7Z4THcHNCfxo7HHcsbzBfQ88tdwd+8CsUt02nVpM86zRfPdNfP38vkVemV6TXr7e1Y9qgCewSsAf8D3Am0DuIS1RfmGsMY+xiwH8MmHSh5Jj8nqyhYLOMvPzEgM78yVzGVMg011jpAPEozgyF/GUIrIzmGLGUSzAaSCrQN4ws4BTT56eze5d/foeEw5yvhkM/Gxb3K3M2/yxLQX89fwIS4ecMs06DTDM3KyujKr9LN3RPjKeNm48fm4+qW80j/dQA9+8/+AAhMDaERQxiVGf0UQhgBIospeimnJg0nLykSL2swITHXNPsy9S41Mgw1fTWcONY0gyi2GPYd9zJYMrUbjwcTBHQLtw7+COL8+O3w6Ibl9uLn5i/mFNlcyKrJutLy0GPOeND6x4a8P8GF0TvVrswVy7XK7s242c3i8+FW3rrhnehb7tH5Jv9a+Pf49wOrDSQPrxL0F30UWhVWIEYpQSrXJTklKymgLbswUzK3M+wxzSyjLeYyQzT3NjQ1RC8qIiMWPCWlNfQq8hKjBCcISQ9hDZsFlffV7I3pz+TT5dznW+IQ0vzFoc421aXPfs2Fy4LCjL2ByELV8c8syU3JO8q10xje3ODH3Gfbp+PS6hzzM/zQ+TX1xvyNCSwPCxFUFTIUTxOOHAomLCqtJuoizyTtJwcx2DKjLHssSC4HLg4t9zGeNUgxry1mLC8eLhsmLu0x7x70CSwJTRA1EG4KRgGw9HbtwOzW6Zrn2+Uz3rTOAcuc1erX/88jy8fJPMShw77QONiFzazD9snP0hzbZ+DM3M/YEd6f6RvvovSt+GP2fPUBAZwOKBFcEK4ReRRIGMQfCCd+KeckCh8PJZAvOTEqL8wr6ihXK54uvDBgMGorgSkhKkktQCbbGLEeVCe+I84UPwkrCuwNiwvjAJn4BPQF8fHqiuUc4xLhi9s60hvSAdTJznLMVs/ky9zE2MdH0T3PTsp7zjvQhNO/2sHenN1d3jbnyOyu7wf38fnO+LL+bAlXDYYNHBPzFbwUHxoEITEkSiLpIGgkDiqSLUIqHynmLNEvhi4sLAAtNjFaNJMx6Cx8JpodlB+1Kcsp2RqACaMFOwqLCg8DUfpH8QrqIObE5MPjauAt2EPOr8wt0XzSj81tyizIhMUTyGfQANAtyWjLBNF81oPcBN81357hh+g38Ev0IvuE/jb9sgH0Cp4SCBPjEp8WdxdcHJ4jBiXJJP4hmSJMKPctuC5lKhIqdC0EMRQvYy2NM94z3i/4Km0j/h1DIg8rayPjEAAGRggdCpUFZf4m9M7qk+W25JzjBeFF2drOEsqyzifSs82fyd3Fv8ObxDrLzs62zHfMLczR0JDXyd4B46PgUeNP7O/zFfo4/sT+/v9QBo8OcxUOF7QV8xX3Ghwi7CR5J1QmrSTjJtIrHzEaL20tgi8sLo4uXTBCMWIy/DLVLYEjeBwmH3QoOSdsGIkH+gOBBloHXQVA+9ns5OFP45fmh+Uj4ADTVchuytLR2NFrzV/IwMF/wjnIiM/t0xDO1MlazQXWp+A95hTl1+LY5xj0GPw3AQ8CwwAYBt4MfRZ5HPUZzBgbG8cgGydfK6Ur+CY1KKMt9TAeMTkugy49LoktJDD2Musz5TAWKcciaiBaH4kjGiQGHNoMXACHAmoGMwZO+wXtc+SO4Kvi8uJM3knSEsirxlTNs9C3zAjH+r7wvtnGHsymzt3Oa8v1y/LSRtxW5A7mnuUo6Z/wkvhTAJQEpAP/BzoOyRNmGd4W6hGKF14gPSTxKKArtiRyHt8mVS4DL38v/y6ELTEscSzjMLE3rzeqLgwj9h9LIoEmFiq3HzMMJwJMA+sFLAQ3/f7vieCg2Rzc8t823bbRqsVXwe3FXcsdyqrF3r2cuk/DZsz5ztHLq8hSy/TTkN6F40Hlrejk68/whfn9Ak8HYgXDB2gP7hTFG+4gACDhHHggqikNLtEsGS00MPMuNjB3NNs2EzZbNKE12zQ5N3Y8cjciKQohzSOzKAcpZSJ8EXUCAP/zAMECvfwq7/3fidWw1I3aPtss0I3CAb61wMDEYsjyxiW9x7Q6vPbJSc7fy53J28rX0ajbseM+5xrpd+2F8jj6dQLsBi4JNw2nE+sXbRoyH4Qj4iQZJuAq1imyJaIqlTF1N484sDbEMjMzjThUO308Tz/WP3Yy+SXCJCstjzHiKYQc8AoBAXH/IQIYAe3z1+Oy1gDPk9LB2F3TOsW8uRq3vLqUwpzIPsLdtF+1jcFZxwvLrs3TzRnOxNOa3r/mCO2j8J7y6vU8/Z8FTAv2Dm0TsRYhGFsc8x8DI+omySzaLwgtHCwDL/o0ajoHPAE6fjfIOOk7J0HpRHRCKjjUKIIjWyteNLwuCB87DuD+0vuP/y4ADvcQ57vWUsn5ymHTBNLDx/W8G7fgtGu7VMMMwES1UbXQv8bEjccbyfLKPM8p1+XeOeOP54vvyvWO+If+OwYwCdwJMhMGGloayxsxH0kiSyODKYky7DKLLmAvwjTDOSY89D4bQUc+wjrUP0ZIjkflPBUwiyngK30wNSsIHkkRSwT2+jv2pfYW8/zmJdd1ybHJgMvmxivBK77Duou1nrYLvEO4HbR7vg3GScW3w4DFXssT1UHfF+Nb5CXqIfGl8z/50gOfCKYHIQ3RFK4VVhccG8QfDSPmJqAtvS5jLVEuFjWRPPRArUJIQRtBoUJaSfRN7Ew+RuY3KCxPLmQ2tDLzJRkX6gfv+sH1IfZc8pXoYtqcy1XE+MTnwpS+Eb0WvRO4BbQrtvS2O7Kntc7Fuco+xnbDoMY1zy7aOOR06aPrD+6U8cr1t/1MBWgKKgzyDmUSYhIFFHEZoSAqJeQmpyuDLa0rty7hNzVB/UPYRAFHDUkMSlRMAk8GTQlDrzcHNMw1cTLIJ+0cDQ/XAHT3jPEc7Gvmbd6Xz7rCW8Asv925ELp4vci6ALVvtsa3RLMsti3B1cmLytDJH8xm0QvYTuDR59ntTfOy9VX3IPrr/z4EXwjeDaIRDhMlEvISOhhMHW0h7ycPLZsuAjACNSk7UUDwROJK1E98UuRTW1G8S0NCCDsxO088CDcjK/odLg5z/+33R/Kl69HlZ9xozyvEcb5fu4i1LrZOvCi8ALmIt/C05bGJtCHA4sq7zZzOTc850mPXXt6M5mTu5vWT+f35APpq+27+igI9CXUQBhPnEBEOOQ/BEhoZsSOqLF0voi9/Mvw1NjsMQ0RNS1QvWJVaulZ8TbBBQzxJPRA/Ojx/MgEjQBBAAOT0mu6b6XPmnd8j1O7JPMH/uNex07MWu9+/wr9fv5m8o7ZhshO3qsXjzibUuNdk2rzaxNqL3p/l3u8h+Rf/2f/v/o39v/xh/ioGxQ6BEV0S9xP5FMYUwRkUJGEsVDHtNWw7SEFlRdNJk1B9VxBcC1v6VDdLkkH3PeQ79zZjL9UkRxarBAT4FO9V5CTdxdgL0pbJWMKkvKa1prHNs1637boWvsq9UbtkuQu8+sFgyJfPPdWY2m/e+ODU5IDo0uwa80/57v1d/6MAagJXApYDzgb3CUoM8A9rFEUYTB1OI/YnhitaMZs5/UDeR6NP1lVdWUhb1VltU1pJ9UJoQnw/hjhBL7cjdxT5Ax/3huw84xfdntcY0a/Lu8VivWG157JvtS24mLs7wS3ExcG4vKm9DcV1yuDOCtVZ3ljkSuXi5crnzOqU7931nPrw/ncBuAG+AAEC3QMnBHEGfgzUEpYWUBzdI64oWysoMOo2Wj9BRxlOolWNW95dwVseVhNNRUSzP6Y8ijcEMcMnFBp1Ctb8LPDc47fbfdck007OOMuHxQ293bYNtVW1iLiNvTbBoMOyw1TDMsTux3fLEdAy1zPeDuQm6Enske4x8FXy5PRZ+Mn85gDhAawCawXdBqwGIwh9CxEQLhYiH6onKywqMDY1Pjr9P4pHD1ASVxNbRF2kW09UDkrlQQ093jd+MRkqUiEQFcUHpPob7UHhhdi20qfNY8u1yFDDT71Wuja56Lb/tuy7r8BSwdHCV8Yuyn3LQM58063ZeN8S5Evp3e3n8Rn07/Uz+J/7Av5R/84APQMBBQMFCwfCCl0NcRCOFw4g1SbJKpcvwDVHPNdC9UnhUHxVilmuW3JalFOzSSVBGjv5NY4vlyZzHLASqAZi+cPs/uGP2FrQdMtOybrG8cE/vX26Q7hGt4C4nbs1voC/O8EcxXDJBMyjz8XUDdvT35Dk4Onw7u/yh/U3+H36Tf1p/rb/3wG8AxYF0wXUB+wJsgtKD1kWgR4hJBgoeS0ZNEM6BEC/Rg9NulESVnVZy1kRVUVMSkN+PJ42cDCJKHce1ROpCZr/v/PW5/jdQdX3zWnJ1MbXwtu9RbsHuu64eLixueq7a78ewe7AH8T4yTLQEtQr2cTfreXv6ZTtAfJy9TT4zvmR/BcAMgJ3AtUDGgbDBgIHawhDC28NVxHZFz0fGCWRKZEuQTSJOuU+jENaSR5PBFMxVplX+1M6Ta5EYT0JNq0uZSe+H6kX+g2HAn/3Su034ZbW184RyoHFocBEvcu6Mrlwt/K277ZUuCu6AbzYvh7D5MjizfrTCdqQ38bjoehc7r3ypfaF+XL8L/+TAj8FuQYUBysHXAepBwIJOgrVDLEQlRbEHO0hfiaFKuUuwDI0N+g87UInSJZMoU/aUGJPdEtUR11C5TrfMkssfCbzHusVEw1VA7v4LO4H5DHaCtJ7yybG08G7vta7GrkLuG+49rjxuIi6cLwKv+DDtMrE0LbVpds74jDoN+z073bzwvcr/MT/VQNLBlwILwkpCXEItgcoCOYJ2ww9EK8SlBVaGt4eFyHKI58ovy2/MSY2hTv5P3pDYEXjRqhIyki7RYxA/Dv9N78xWCmqIecaWxPhCVP/0/Qz62vhhdhG0a3K/cPwvTe6/7cztiq0vLM4tA62hrh4u0DAfsUqy77QaNf73Ujj/edT7Trzt/g2/fwAGQUECMkJ8gqBC50L4wsPDVIO0w6GD9wQJBJqFGcXKRroHLgfICPSJgYrSS/nMmk2qDkVPFk93z5AQB9A/D3QOig3yzGCK7YkxR3bFdoNhwYq/tP0Luuf4YTY3dAtyi3EE792u9O4VLYGtYK0/LOqtMG3Dby9wLXFXcvA0SnYdt6P5AXrXPKH+Lv9+AKHBiYJcAz+D3QSdhRQFQoVzBQtFDwTjxEPEf4SSBZfGtkdSB+gHzIgjyExI5gkfyhYLkYzLDYIOLg5fznhN/I0IzGhLAIpYSYPI+IedRhlEL0G2/0b9pDtMOUa3jPYMtIdzaPIzsP/vlq7XLkuua251LqzvTLBN8XeyJzNEdPK2P3eOeXp613ys/hS/rED5gcbC5sOyBGrE5IUBhXFFaoWJRbZFUoW+hUEFUEVrRdFGQ8ZExkfGwsenB+gIesjTCVgJUImuSjpKqYsOi1FLfgsziudJ5whWB3DGeQVKBMTEaAL6wI9+kHyhOpb40rdYtjo1LrREM5+ylPGusHPvrK+s8Bqw17HXszS0MvUmdfT2rHfmuXS7OT0UPyxAUMF6AdgCpAMvw8fE2YV4BaEF+MWmRUcFYQU0RJxESISoRLBE9IUaRMQEpUR/hFEFA8WmxapF80YCRp7GmIaLRlQGRIbGxx9HBwcYhoBFj0SwQ8MDkwMVgrXB7wDhf4++CnyRuyM5zDkieGQ3pvbLtmd1hfUBNIN0MzO+NBd1R/att2K4Anjf+R85vPrwvNb+Tn+8QMDCH8IjwjVCXoLPA5vErUW4xh8GJQUvg46CxoLUwtFCx8NjA9eDi4K9gU7AnIAbQEMBWwIpQrDDZ8OyAsJCDoI3gqyDL4QyxafGosY/BRdEvUOTQ0dDhAQqxFOEicP9AduAZ798vrh91739ffN9F7vKuv+5ybk0+EL4yLkhePp5MrmPufo5oXnRuhe6kvxmPh//P79GP9b/Zj7EAADB50LOw5QDt0KjQecBZ8ETAWVBsoGgQT3AdT+y/tK+ZH3Lfry+8P7WfxD/Vn71PY49rP5If+2BGQKJg0wDA0KAQcEB6cK7hDlFokarhq6FpoSYA4MDR4QcBO2ExISQQ7jBpIAEv2C/DX+zf8K/kz5CfSS7lHrqOt17gPysPM682DyZfBG7hTuQ/Ft9eX4mftF/Yj9t/sB+1L7Rfzj/IH/hgLpAr8Agvx7+Ur12fRN95r5VfvA+Wb3WPNz8EjvNfAs88j2wfo7/L78xfyB/H3+wgOUCbwNeBBjEjkTJxMsFPoVgBfvGbwd+x5CHKEYJxYRFagUuhNOE00T9BD3CfYDwwPvApgB7ADI/qz63fZY9IryPPPg8iHxmu/170Pwdu7d7O/see6B7j/vMfDo7g/tC+7+72zvke8Y8PPuB+2R7+rz//K68FLx4PGc8BvzWveX99v2SPkw/H/8yP3cAAsCkQI+BAYFiwYWC3QQWBAyELET4hV+Fxgbgh9PHXIb6R3yHrscPRzlH8wfoRyPGcgX5xSbEQwPnwyKCgcJJAevAkkASv6r+iD3Z/bI9YryWvA17xztcOmY6qLsn+lF5ZjkjugT6nHof+cU517mVOdX65Lv8fCK787scOyC7gLyVfUc9z35fvjv9t33uvqp/bQA3AP6Aj4CYgXjB1IJFgw3DlYP5hC+E6MVcBRTFFAXrxlAGwQdUR10GuUYphtnGnkYLhqCGiUYZxZ1FZ0PaQoMDHAOYgyIC+4IYgDH+oj65Prq+JP5rPgS8szsOuxT7NzoF+le7BjrkuND4Gnl++dx5qvmmelL6M/lnOel68LuGfE18cHuHfAt9HX2uvZa+o79bPzv+or7VgArBGAFmwfgCZcHCQYbClMOVg+iDiEODwyFDa4RfRM+ExAUjhKdDpMQbxKRFM0WVBVuEfYPsQ8ADWYPYhJxEI8JfgXACMMJNge7BR8GqAFh/IT8Vv7i/WL6D/hw9NzyjfHr76TxhvNF8zLsEecS6MfqZepc66vwUO8x6tfqj+4J77HxwPXo9+j3D/YY9tL4vf2y/zP/N/84/6v+U/+AA7cHpwULAoYDZgaiBvIF4gcOCWcHpwVqBxQKugoPCeYGZQlvDE0LzAdqCRMOWA6+DGgMtgzACnAMnQ/YDvAMOAuJDDMM3wpYCpEJLQjLBHUEUQXwAqP81viU+3f8OPqG95P1tvHd7XHvZPIB9AjwaOsj65ztQPB48HbzHvXE8hDxq/OT+N/7b/yO+r/7gP3C+8r7mQAhAib+vfyw//0B4/82/loAiAF6/kP9tgAMA/wDLgSxBBAF0wNABCgHKAxPDSUKjwpqDm0QWg08DXoRRhJkEQISbhLsEKkOywzuDR4Pmw3LDJIMpAr2BCUAk/8hAmUCMP72/W373/IK74X0ofjX8yHy3O6j59znXu+08wXvXOvH6Z/pKO0f8gz1ffO98jbye/Ey9Q775vns9Ir3IvsC+rX76wB0//L6xPvu/Vr+mf81BGME9AAbAOMBPAUjCHkLOgpxBAEFRQ5mE/AQCRAfDgENDhP6GNgXCxR+FI4UfxKPFkEafhMLDBkN+Q2cCXYK9Q3cBtj6Xfja/Vj+offJ8sDzRPPJ7j3rfu1X8FXuK+p+6XDuRe0Q6ZrrV/DT75jtcPD38pfy9fDz8jH3afdM9KLzwfge/JP64veX+FX71PzS/54DyQIe/uf+8gVEC5sKzwlSC+8MDQ/OEMIUkxfxFnEVOhaXG1QdoBpBF4IXcBywGj0WHxdWGE0TuA+5D9wLQwm8BhQF1QJ9/Oz13vXW9ovvHuxB7Srq2uQ840DlU+cj4y7cjeA76IPnM+RR51nqMOrE7CLwwPLC8/vzAvXZ+FP7+Pni+g3+d//u/bH8/wDgBVICh/6VA8cITwgpCckLNQvgC+sONREkFAkWLxWxFAIYJR3xHtocohwXHyQdDhvJH5shgBy+Fk4UbxRSEtsODgtmBtn/CvpE+P739vU47QTkR+Nc5MfhAuBT4TLe6tY31vHeZuei45LdD99v4wfnYOtv8TjxgO6v7xv1FPxw/tj7H/rE/o8CWQKfBLoHfQZBBZgHvAl4C5EM1Q0QEJ8Q0Q9VEigYDhqVGE4YQht+HV0gPCWxJP0g8x06IQwl/CKOHtQcfRuIE44PcBBvDXAE+/py9Q70Q/IZ62/kDd+22SLWKtaA1hbUkdGY0JXSCtQE1bLYG90d3+/gEOXH6GvuZvOo9JD2mPrt/f7/VANTBFAEsAa/CLMKvAynDOAL8wzODv0QZhNKFDwUzxXqGMIbEx6lIHoiYCSUJQEmTyhvK30r7Sf+JcAkdiJzHyUdPRtCFoINPAbjAkb8VPUP8QDsDOVB3gvZ7dKMz8jPFM+CywbI0chjy+HNndAI1ObWttiW3MDiDen07dvw/vGY9QT8+QCRAwIEfAN2BdwJBw6TEOwPuw09Dk8TbxeeF9kXdRj1GRYeECNVJqUnlyfzJnYpgi6kMmg0XTI0LBcmaCU4J60n6yHQFb4M/QmJBvP9nvcR8Q/mM9+13aTY9NCjzKLGocNtxSnETcMhx4vHhMT6yXDR8NRm2Ufd+t975pTtNPBy9V773/tB/aoCYwWQBpMJugkdCnoNSw9xDo4Q0RNfFfwYzBsaHP8exSSgJ0Mqli9DMwM0HjYrOqA9mT3GNiow7zHZNAUvOSbPHsgUjAtYBrkCwvrx6zDeedi519TRcMhPwgu+lbuqupm8Fr9cvlC9/MC7yPDOy9P/1yDc5uLu6fDvn/VC+lf8Ov4oBGcIfwiICLIJPArCCgkN4w+2Em4QswyDEZ4aNR57HREfJyINKIYwTzV4OEE7wjvtPLhAtkGBPvA6ezR7L3Mv0CmyGi8O1Qau/4D6l/O65MjVos4Ty8DKhMQguDW0W7mJu/q4OLuQvLy+A8Uby5bS3Nn43QHgIed67xj1Lvs0/u/+PAHrBEcI3Al1CG8FXwa4CXkKQAztEEsR1gyrDW8Wox8cJEolhCcLLQgz2jp3RdtKUEV5Pd0+QUbHSrlEgzhJL24lmxrIFUcVAQp+9aTlX9xF2avV5c2YxBu+gLTDqkOzd8Hmwji5bLPyuJLGl9Op14bc1N543Snnyfjh/8n8dP2K/okBTgnPDMAK1QcGA9r/GwV0CoYJhgp1DA0KdAuDE5QbbiG7JfYmqSz9OARA0UMhS0pM50NpQGVGfkwGSnk9vilXG/8YGBvsFXsC9uuH3BrZidkb1KnKLr8ktkiyyLglwPa92LaJtOK+MM231NPTYdTa2b7gQurc9En7afny9rL7awRMCW4IAARvAMYAKwOBBEcChP6++4v8AQE2CEUNqA2ODl4Upx0sJ/Uv1jWuO5xAr0ZZT6VUaU+uRiZIHkyvSfo8pyrxHMsZWxYFCDT50es73GvR8894ziLHa7ucr7eu5bkvwXi/E72DvcPAQMUJzqrceOjD5XPe3uP+8f/8aAAyAYMBsv4w/O0BjQslC3ABQPg29XP7lgNvA5H7y/Sj9mEEWxW3Fk8OXRBhH54v3TrcPyo/q0OWTKdSP1SlUMFLXknVROY2GS27K6kesAm6/mL5oe1+3+3T1sr5yDvEKrjps4y3RLiauWy/0r97v7jIIs5I0cbd5+f15vPmUvCq9sn8QwJUAiMFiganAY//YwlxCwcAjvjQ9QX3pft0/Of0ou/g8TH4GQe1EwQQGQnoEWYl4zWVPwFCtkOFS/FTr1dKWSJYIlSATpZBgTR4M+cxZB/3CEH8VPEp6RDihNaiyh7Cgrh0sX+2TLr6tyW3v7ZStyHA2sw50nzXs91T3vTjWPPa/cj+o//+ADAEZAw1D+QLzwu9CmIEJgEiAT/+F/xh+FDwPO2K8a70A/dA+5j+EgU6DvsTPxplJocyPTpRRGFMBlBDVNpW4VVZVP9SpkXFN/c2FjXvJFoN6v2n8x3vVeg22CTJVMCzuV+zb7YAuOGxdbA8s2y17bunx+jKR8wa1xrfFeMS7Sf4b/sAAH0G9AcXCwUQrhDvD9QQbwvTBKkDrwLDAJD9JvZE7hrv4/NQ9m74MfoS/4EJjRFlFUAccSgCNHQ+2EaoSvdQwVZaWIFWZVPSS4A/QTozO5I1qR0pBAH6cvWN75rmR9d1xOe6o7fNtH24FrhlrgKrmrFXuJG/esmQzEfMCtDP2m7sJfnB+ir5Sv3CBAIPKxVOE/gRtBCwC8UJzw74DFYDjPv19SnzbfVX+L3zNO4x7qzzNf/rDLATdhHoEwUgRy9mPFBHjU0uTlpRV1cMWetTLk+lSC487zVsNVIpjBBp/7f0s+k85dTdMMtfum20F68Or0i1ELEtpV6lG7QDv8fCEMafyRTMOdcj7AT5Xvsh/MT9wANoE4AepRkqE5ESZRFAEj8YeRVlBeb6//rD+4X7VPlh8NHocu4X9u/5fAFGCgwNkw67F2YlmTMUP/hF6UgNSxhSsFrwXJRWd0tsPqQ1TDkSO9Uo/wqd9gPsBueQ6GXfxMaCsZap76nDsta5b6/rot2ir6uavHvNX9CdyPXJE9nz79sCngSQAawDjAhUEjIixigOHmkU7hDEEmwabBpFDaz/mvlw9Tr4x/zo9DPrOOqM7f3yGf4yCOMNrxDaEOEX0ip/PCJD50W/R0NKaFF8WSlXAEypQJ81YTGeNGEuNhTc+XntBeVQ4JfdQM9Vt9modKeaqpmxtLJXqS6kXKwttwa/28t91r3V+9WJ53D8IASEB4IMog6YEmAdFSNVInEhdxqqEdkUIRpiEQgGGwGp+Xzz0PUo9yzxWOyQ67Xt5/Y6Av0JAA5aEdUVcCBQMXE+9UWmSABKFE4FVe5Xz1LRSFA6ni9xMEswFiDaBdjvkOGc3KfcbtNawHSsKKFvok2tj7PzrCGlmqUrsibAxMn7003bkdo54JX4AgpuC0wOshKxFLwcNiaeJBQkjiO6FioPmRfGGBQKVQDq+pny9PB783/xOuzR5yvmzu02+20DNwoBD88QYBjkJ5g2rUF5SbNICUmAUVFXP1W5TztG2jbOKsQnUSZYGVH+6+ZQ21fUgM/Cye+6xKcyoFugi6SlruixRKpMqme58MSdzOLaWuVP5RPsHAGxD5cS1RYAG6gbVCIPK8co9CMaIuoZfhHWEzwTJwYr+9j2b/HI6//rne056s7lgOa77UX3jQIbDXwRlBPPGyAqjTj0RZtN10zGTNFSoVhcWN9RVUZwOOYqKSJUIJwXt/1O5JTWDMzUxVTEVLgApHObM5sfndGnSbEyrcOqKLcbxU/Q29+d667s9fGtBXIXmhwyH6simiLUJK4t4TA0KlYiphlHEZkQShGZBTr2YPBa7XDoc+jq6UrkEeAG5djtkfeIA5EMpg8PFQMg8yx2OuxGg02PTjdQoFPuVrJWYk7hPwkxBSbYIA8dWA3z8GLa5c1+xbDCNr+/rl2auZO8lvifrqwMsPCpLaw6vNTM1dtw6vLzHfgn/VkJTRq2KEkuUyy5KDIm8CebLHQusClpHYENrAIOA/QEbv3+79Tkdd9Q4DPnzevb5+TijOhs980GIRR4GzcbCR9DL4BBpUz0Uq9THk/uT81WSVZTS0JAOjXsIgYSSQ1tB1rxG9isyZ+9dbLZr8KruZ/OmRabAplin2GxpLmquLDD3NTS3Z/pf/z+CPsOcRnXI5wnIyzVM4g1QDIuMrMvRCRoG+0aEBadCe7+y/U360PnBOmB5RbeJtv63Kjhpepb9Of6BAMVEPUbayJmKak170EgSuFQyVXrVABRFlE7UeZIazqnLksj4xAc/4P1vunh1aDG6rtBrOKgDaCOnVqaG59tnzWbUqd3vX/H1c5931/q2O1d/akVsyIUJk8r1C5HL5A0HjvyOP4xDiwQIe8UTRImEgIGLfVP7ALm/t6f3pTi5N7c137Z0uG46hr28QLrDK4VBR/fJZYtnDuNSa9QHVSeVgdU505hTTNM9UL/MoMlLhu2C631oOMB2KjKUb0ftm+sRJv6j6uSV5sBpVmrv6g8qaO6b9Kr4urwhvt6/N4DpB0QNLU1zzEoMk8xgTLAObg5vyxXHpwTLgtyB7gDVfZD52rhT9+M2tjYVtoY2VLZ/uA97Jr0YfwICKEXqyXuLNsw/zcbRNVPCFkNXdBYO1B9SYBG2UKMOv0p9xcOCOfzu90m0sPLYrw7rjSoSZ3MjWiNaJiLosysh7Pusqa8fNbI6pb3zQfOEUARFR6HNqE/lzrzOA43OTG/Mm814iqPGfEMXgKL+ir4uvAw4JXVgdVD1cbUN9mU21ja6uBW7/j7OwbZEh4f+CnbMy0750F5SzFVKFsqXk1bB1FwRg9BmjvsMNwg+g6L/QXpoNGNwxm/KbTxpXahtZtyjTGM5pppqAK1G8IUxfDKnOPB+60HKxaNI9oivSeeOxZFrTz2Ni81SS2dJ48mpBzYCYH70/Ja7JLo6eEo1XPMWs2g0WXWgNxI4JzigOr6+AoJhxYmIQ4rkjWWPaBCKkksUbtWC1lvWYNUo0n+PjA2/CulH7QRMgHx8b7hF8ksswOuDq00pTqkN6Vpl16OZJ6rtdfGOtlE4hbglOzeB8cYeyI9Mcs0Xi3+MuA/6TqvLBoo0CIFFsMOrwp3+kvnAeE333/Zu9Yj1UPOMsz+1ZHf4eTH7b73vf04B94XfyeHM6o8IEGBQrZG20yxUkNY/lisUENDKjg8LrMkIhuBDkX8n+tw3ivKjLNkqwis4qWHpd2txqfRmSejbrv4zFTh0PUN96P2+wrKHmEkhC8yPGI1PiwcMpQxQSDBFqAWOgtw/Gv30+0S2k/TVdgD1X/PA9Tv1XrSOdwH7azz6fdeBKEOqRVBJCw1CD7pQvNG6EYwRnlKAFHAU29RRUirOlIsJCAQFkoNBAH3707hF9IevK6qKqqrq/+n+61NtaarjqXJtyvOdd4O9gcHlgTYB4kaACVmKFM2SzytLuslESgkHbgKJggMB//2EOiV4yjZ68sbzZTSPNG40lvaAtxB38juJv3DAlELJBkVIBwmZDSDQv9HAUk9SepGr0SDRgtLg0zNRec3TCfAFugIBwFe+4zvdeHA0lO8Taf/pkqvg67BtA3B0LqusEHBUtld57b8MhIXEtwPZh5AJpoj2SzeNokqbxuYGc8Oxflt9Dr3zekz2hjXU9FZx2PKSdO403zWduGI6E3tvfplCJ8NxhS1IR0qIS/bOVNG1kqpSJBFAEP6QPdBCUeXR4g9zy01HRsL4/5R/ND1suit3TnNPLINppCudLOut4zGrMnHu1G/StUQ5sL5VROqGFcP0hS9IO8inijMMYkpVhanDesIjfzJ8+fxoeh21/fNzM37zdfOY9PT18TZq95I6WP1uv/xCawTExoNICUqVTTWOYRA8UkZS+pDj0EpQrM9sDziQWk+DC9cHlIMPftA9Nny4euR4IjRvbrfqXSrgrWevizKBdC+yV7Ju9fz6LH64g1xFZsS0xccInUjAiGnIJUZ/gsPBkoGpf6J70TjYdh6zM7JktEW1+3Wbdfe19/XreCU8ssB0QrFEoUYGxr4HgIqRjU1PiVGVUktRQA/GTtBOoc9K0JHQVM3ySVkEHP/QviC9G/wReuW3PbCorGesLGzY7wNzwvZg9Giz1vb5uW986wLeRkjFUsWBSD7HtMZPB2RGTcIZf8uAUr6wuzm47DYvcnWxr/P7NUx2bTe8N6Q2uHgfvK7Ab0NtBnxHR8bKx9SK3w2kUDtSGtI/0B4PLk6zjojPyFCoDqNK70aEQkl/AT31PPN7b/kLNTcwEe3FLivvVfK8dis3K7aUt6V5F3sAv6rEYQZpBoxHfEamBNCENYOawiCAOP7V/Xr6fvcnNH2yITGictG01XZGd2G3krf7uQr8YoABQ/8GVoflCFtJLUqoTUkQaRFRkK4PWc5zjUPNlI6Izq8L+UeRg77AGz27PDf7xDr5NyJzfvD9L1zvgPL39kE37ngLuaq6j3whf/AEegalx1gHxkc+BSsEdoQiwvgAhH6Au7/397Wi9IXza7IwclpzPvNmtMs3k3nI+/1+YUF1Q5jGSwlAi4JNrs/eUWLRPpCeUFnPYs6KzwjO1syJyWKFV8ExfXq7VLqp+eb4UbWd8mPwEq+0cQ81PniZOpv7mXzV/jvAIAQMB8yJrgoWSm3JEYcmxXUD8IH/f00817mYdmAz5vHL8Eovuu+scECx57PnNnQ40vuB/kQBAMRRB8lLdI6QUbuSjFKbUncR+JE30QfRvk/4jF3IPkLqvfy6pbl/OBY2j7QM8NauFS0friuxUHXBOTY6+Tzg/trA20R3CL4Lkw14zdmNPkruyTOHrIWCw3TAfvyXeOk1xzOR8UjwNe+pr08v6XG3s/32NXkyPDg+NAC4BFZIWQv3T3zRixHwkQLRElD8ENOR0ZF4DcoIxgOG/pm6pfjxuHK2jTNS8BStpSvEbPiwlLT1t1u52Px2PhNA4wU4yTcLj01gzcbNEUvVSt1Jc0cIRK6A77zJedk3nPWk9DdzVDKVcY0yGHQNdka47rv1/nK//kHNxQrIJ0sYDlwQOk/0zxOOTo1JTUaN1YymyM6EVD+Vevp3ujcQ9wA03jHgL9juHu1YMCy0krfiehn83f7OAEuDjofHCqtL6czBjKMKhEllyGMGmAQqwSB9n3ovd462K3UatS/01jRuNI22aXglesy+wAI2Q7iFuohqyuTNQVB10ejRes/0DrdNdMy0zB3J/oUCwHN7ezaftB70BvNJMLDubu0yq6Jsb7CbdUa4sfvqPwYA7sKEhrzKLAxVDguOyk2qS15J6sfOhTkCKj9BfA/4w/brtVV0VPO+c3uz6nUHd026eD2EgNkDdcXmSOcMME92EgaT1lPJkuARi9E0kGqOiktjBpGA2Lrtdqu01jOXsWQu6ixDKZXoLGp2bqDymjauukj8vz3tgSXFEIhFS0zNvs18C/RKi0kzhkDEIUH//vU7rLl399l2QnUI9PT07HUmdrH5ffwl/v0BywT1hxxKKI0jz4gRpZKwkmzRpRFqkJBOZYs2R62C3j1++Yx4HfWrspww3q7vq/7qz60Kr9Yy/Pbxukc8Kj3sgMJDoQXbCO/Kgop4yTWH+YVNws+Bf/9W/Jl6Xvjt9tr1ZjWFdod2xLfsueM74P39QTNE4sfRCsGN7I9GkDDQpxEj0TTRCVDfzk9KeYXGgbp9Prop+Iu2zLQ/cXLvdy3tLc7v0PLGtgb5AbuofZ8/7AIchJ9HNIjBSYYJN4euxbeDW4GC/8o9tHszONW21TV6NN11QrYANx44S7os/CW/MoKQRmEJhoxLTgDPAM+OD8LQphEdUHANigoTRdLBEX1Gu3s5tXd19O6yQTACryHv5bH4NKD4AXrCPLJ+lsEzQywFkgh7SUdJOgg5Ru3EywMuQZ5/jDz5+nY4oHcjdla28fdbt9V45zpMvGp+4YJihd6I4EtpTN3NYo2DzkXPDg+rjyxMlcipRCn/t7uSObr4ovcjNPLyz3F3b9xwOTJ0deO5VPx9/sKBJMJARDsGEQhXSWfJQ4jJh3eE2MK9wFF+dDvVedY4V/dC9vh2lvd4uDG5C7rY/V+AbIO2ByXKIoveDPANsQ5Iz2iQIQ/nDa/KFoZMgic90TtTef33ufTO8u6xGa+IL0QxdTQdtpx5DLwUfn//z4J4hMBG7geAyEtIIsb3RRgDQEF/ft582Hsg+fU4wThQuC+4ejjm+fx71n7/wanErwdTCVVKXYtZzJHN9g7hT1yN7YqgxwmDZ/96PMh8MTpNd881wfRBckvxtbNG9gG4OTpRvS/+ZD95wX7DpIUVxnKHCYbfxVpD6AI5AAS+qb0b++U6o3mkeMX4+Dkn+fT6/ryXvyVBWwOyRbLHBMgdyMPKfUuSzLTMMAp5h4nEtgEY/s0+En1DO7N5mLhw9jG0FjTIN3i5PvrkvVE+zb7gf66BhUNxxEqF1QYhBIaC2sFSf+a+bb34PZ084fvFu1s68XrO/Ce9q39/QUADSsRMBTjFrYYohsyIQomuiWvH+4Vxwk5/Zrzbu+J7nnrseWf4IHc5ddK13TegOic8A/4jv9rA9EExQjcDg0T7hSOFd0SJw1nB5ICWv4X+7P45vVL8+3xA/Ji9IP5ov8IBewK+g92EjUU5hdvHEcgyCREJ3IiNhavCeX+wPNT7dfulO9e6IvgZtyL1ujRANir5GbtPPQl/L7/wv7GAFsGgQosDsgReRA8CVkB9fo19X7yzfMA9hb2OPUA9Vj2jvqeAaYKdhO4Gr8e8B8iIXojAyYuKQ8stChCHSEPEwK+9PLqLOo/7IHnWN9X2ujUCM8a0mjebuqY8xL8/QDYAKkBygUnCv0NXhHdEEwLpwR+/t34QfVs84Xx+u9W8M7xr/SJ+psBiQZ5CVkMpw53ESwXbR/tJk0rlSrpIY0T1gUE/Gn1fvSX+GX5JfIW6Hzgj9rX2TXii+9a+tQA0APhAn8AmwBkAxUHSAsJDaYKfwVc/3b4U/L574HwhPI092X+2QNGBusHjwg3B5QH3gx8FGMc/SMBKNcjBhjmCFr64O/y6zLu2fKK9HnvOeX322fXBNm54sTy5QHgCfsLWAsTCTYHBgnbDaYR1BH3DnkJjwHN+fHzxPDD7ybxR/U6+5IBSQf3C0IOfg2IDCgP+RSFHLsk0yqAKVoeLA1M+3jss+Pu4j3nReqE50jfFtXJzY7NE9av5br3PwbnDSAQHQ+zDKMMdhHPF1ob4hsQGLsN3gDw9u/wce4k8fr3Mv7oAcIDcwPKADf/tgEfCHwRUxyRJY4pLCZ+G3wMwf2R81/vPvB083r0Yu/+5NranNQr1DTboeic9p//3gPbBOQCzQBXA9wJHRBJFBgWABPTCqsCRf2p+r/7ngEcCU0ONxAQD0ALgwYhBOAFpwtBE1wa+x2RG/YSKgYX+H3sG+dP5+TpsOxc7Y3oROAd2/raud4X6PH15QCABbkGlAUaAr8AiwRYCmsOGxCIDqIIQgGv/E78CQB4ByQQUBZDGAkXnxO8D2QO4BA2FaoZGh0eHEUVtQpR/uDw5OWJ4DXfWt9q4EThRd/f2yvbFd7Q43Dtk/lmA0MJCwzzC8MJoghLCSoKVgo9CYEFG/+j+A70j/KT9ff86ATpCm0OlA4rDMcKZQ0kE28a3CFmJsAkjx3CE4UIlv219YLxJ+6N6onn5+N93xvd992A4BLluuuq8lb4gf0xAowF/wfGCaQK4gl8CKIG9ANLAb//9f6P/3YCRAbBCVUMaw0FDAkKSApoDK8PzhSzGeAZWBVaDuMEB/r68WPuH+wl6o/o7uWa4ijhzuJO5grsEPPa+Lf9GgP4B3kL2g5aEeQQJA6XC54I6gRoAp8BxgBOAB4CdwQOBtMHmgmSCToJ6wp2DYEQ0xRrGOkX2RPBDYUEn/mR8Z/sUuia5azkaOK+3kLd+d2j35zkBO0l9ff7MgNWCXEM6w6WETkSjhFfEXYQcQ0ZCsIHOgUMBGwF0wdsCVwKTgrKB38F2wVFCHgLBxCiE+USzQ7hCP4AfPgu87rwv+7Z7IPrDen35IziM+P15ZHq0/Cl9pD78f8UA0YFcwcxCZwJcQkgCbAHVwXXAzMDygLmAyIHZgqvDMQOvw/DDjUNAQ2pDeYOehFZE14Ssg65CDMALfeH8DTse+lb6B/o1OZN5S/lHuYA6OjrsvEf9zn8pAEoBocIugmYCkMKQAlPCFsH6AU5BPECKgKjAl0ExAZSCaULLw0zDaYMtgwUDQQO+Q99EQ8Rbw7WCSQDpPt99djwcu2M637qQunu56vnv+ii6iTuJfPn96z7CP8LAjEEyAVNB1UIJwjJBooE7QGn/1X+X/4FAJMCOgWYB4sJ7wpIC5ALcAzDDRsPnhDfEWYRIA9rC2cGNAA3+oT16vFV73Tt7+ud6srpQuoe7MLvvfR9+VD9QADAAqMEeQafCH0KEQs3CkwIeAVnAv7/AP8A//z/mAFAA5gEtQWQBokGewYQB+oHCQnICisMLAzqCigIkwMc/mn5B/a08+DyJvN88sHwUO+y7jDvvvGD9r37tv86AssDGQTsA58EAwbyBj4H7AZlBeQCbgA1/wT/4v+JAWID1wRoBZoFZQUdBQQFQAXHBQsGBAb0BUgFXQOzAIf9BfrK9tD0DPSs8+PzkfQT9S31qPXY9pX4BPss/l8BowP+BG8F8wQDBGIDHgMAAxADvQKdAV0Ao/9r/7H/eADCAcsCNgOAA6IDhgNgA5MDBQQmBMMDIQMxAq4A5P4E/ef6lvgW96j2zPZM9/z3lPil+OD4zvmq+yL+BAHkA58FNwYHBpgFYAXMBb0GwQcNCI0HtwZnBQYEyQL8AUcBYACg/1T/Mf+k/kn+Df4w/Q/8dPuQ+/X7s/yl/Rf+x/35/AH8D/vH+mT7uPyP/uf/OADa/xX/qv4C/2QAfQIcBNkE+ARFBDsDBgPhAxcFBAZpBu8FigSBAi0BYABcANEAWQH4AJT+2/y1+0/7vPs//OL8Bv3g/JL8Lfy/+6f7Z/sR+zL7yfvs/Nz9mv5m/7j/0P+TAPgBgAMDBWgGJwfUBikGtgWcBXwFfQVUBZkEbwMDAgcBXAAEAIj/BP9u/lr9O/zG+xX8ZPzJ/Aj9mvyr+yX7i/t0/G/9RP6x/gT+6vyh/BD9b/6cANcCVgTNBJAEJAQlBLEE+QUXB30HIAeiBaMD3gHgAIwAhQCWAEgAOP+a/QT8E/vp+mn7Q/zo/P/8gfzq+2D7HvuK+3n8l/14/hH/Qf+2/gj+y/38/aX+1v+CAd0CkwPwA8oDSwPrAh8DpwNLBL0ErQQbBPsCuQFoAIf/I//Z/qv+sP6Z/tz9Cf2o/Dz8oPuf+8/74Pso/L38lf07/rz+Mv8y/9j+3v5H/+7/vwCGAR0CIgLTAZEBYwGnAVYCWQMHBE0EDQQSA/sBNAH6ALEAwQCoAN3/vv59/Wr81fsb/Mr8df2t/X39DP1Z/N77MfwV/Xj+8P/tAK0BHgIxAhEC/AH6AQoCDwI8Al0CNALSAVcBnwAdADsAcQDcAFkBogGMASsBqwBHACgAdADnABsBPgH/AAUA9v5y/jH+Vf62/rb+QP5F/Q38Nfu7+iD7WPyb/dT+nP/j/77/n//J/3MAVwE6Ag8DXANMAwIDzgLPAtsC1QLGAlwCCwLWAVABwQAsAI//u/7u/W/9LP38/Bb9WP1P/Sn9Tv1n/ab9Lv64/kD/ev/F/woAiQBHARYCzAIRAxkDswL/AUkBvABZACwA9f/h/+3/lf9J/97+pP7F/vr+Yv/N/yoAIQAKAP3/+f9CAIgA2gDnAK0ASwDR/5P/cP+m/7v/gv8t/4z+FP7G/cn9MP61/mX/GwCdAPYANgGPAe8BVgLCAhEDSgNGAx8D/gLMApYCdQIHAoQB7QAmAI//MP/h/nj+Iv7S/YL9Tf1y/e/9d/7j/j//af+K/77/IQCiANAA3gC4AFMA8f/M/8f/3v8hAGEAaQA8APv/v/+0/9n/GgBuALwAyADXAPoAPAGNAdMBAwLvAbMBUQHdAFMAs/8l/5v+Kf7N/XX9Sf0B/b78rfyy/Or8YP2k/dP9Zv6//vj+lf8zAIgAzQAOAU4BmQHTAQwC+wF4ARIB6gDDALEA5wAWAfwAzQCAADsADwA6AJ8A6gDsAJQAGwCF/z3/SP92/6v/qf9T/9v+wv7w/lv/4f9eAIcATAA2ABsALgCgADcBtwG0AWkBDQG8AKwA+QCQAQ4CNwLuAXABAgGlAMgAVQGnAdEB2AHBAW0BEAHnAMQAiwByAHgANADi/5T/U/8M/9/+7/4x/0r/Tv9v/0//Kv81/2j/g//a/0MAjQDTAPQA6QDgABgBUAGXAc8B+QEHAucBqgE4AecAowCQAMMA9wAbAf0AuQBdAPP/yv/R/9H/0f+l/2//If/S/uX+Lv9J/1P/af8K/7n+sv7S/hz/k/8OABAA6f/P/8T/sf/y/3sAqwC8AKYAYAAFAPr/VQCmANcAAAEUAZYAPgArAGoA1QAqAWEB6QBMAMP/Of/C/ur+Xv+g/7r/rv8//5D+d/6T/sf+Pf/d/ygA7v+x/57/ev+C/ykAxAD+ABwBFAGBALv/fP+f/9H/FwBqADwAhv8J/8D+v/4H/4b/CQD1/7H/Vf8H/9X++/5i/67/0P/Q/5P/NP81/yf/ZP+N/4z/n/96/2T/Z/99/6L/2v++/4L/d/9z/2L/mP/v/xYAKAAzAF8AkgDOAPgA6wCyAKUAugCfAIwAngCXAEIA3v+J/2T/Tf8g/xT/3/6r/pT+h/6I/sL+H/8//4//2P/q/yMAPABMAEIAOwBHAGMAbgBgAI4AXwDy/2j/K//o/rr+3v75/jP/Gv/+/t3+6f4d/6D/PwDNAEUBVAFFAdYAWQA1ADUASgBtAHMAOAC5/y7/q/6A/oP+vv4a/wr/8/7v/vf+5P4Y/6D/GAB3AIYAbwBoAGEAawCXAMkA9gD5ALcAUQDp/6b/t//O/+3/8f/m/7v/wP/z/9b/zv+l/3P/Xf9//7b/DABmAHUAZQBFAFQAVwCKAMAAywABAQcB/AD4APEA2gC6AJwAmgCvAIoAWgBHADsA+f/m//z/9/8eAF0AjwB8AFYACwDb/9n/2/8yAFgATAA4AMv/o//q/yIAOAA2ABQA9f/V/73/3/8EABkAAgABAAIAw//f/zYAewDAAPIABAEYAf8A6AAFARUBKwFAATIB4ACIAEQAGgAHAA0AGQAaAOj/of+V/2H/Vf92/4f/pP/O/9X/wf/T/8z/3//3/w0AHQAxAEgAVQCCAKAA0QDiAKAAeQBhADMAQQBiAHsAgABZAC0A/f/8/wIAMABoAIEAeQBSAFYAegC2ALUAygDIAIMATAD6/87/r/+H/4z/Vv/j/qD+Y/48/kX+df6e/sD+5v7f/u3++f4X/17/nP/g/wcA9//2/wwAKQBaAHkAcABhACQA1f+9/6T/xv/H/9v/4/+Z/4P/Uv9D/0j/eP+3/9f/5/+n/1f/Lf8Z/zb/cP+o/9T/zP/L/4//Zf9w/3//tP/2/ygAFgAEAMD/iP+K/5D/0/8RACoAHQDd/3T/S/93/63/BgCKAM0AswCDAEEAQwBpAMQAKAFDASMBwgBnAP//tf+b/6//tf+I/z//9P7F/sX+7P4T/0r/i//p/xsASQCQAM4A+gAFARkBJwFDATEBCQELAfUA1gCiAHoAYAA9ADQACgDh/6n/nf+1/9b/9//y//f/3f/M/67/ov+w/8v/uv+a/37/Lf/j/rz+zf7Q/tj+5f7d/r7+nP6s/sz+FP9o/6j/2f/K/83/7f8YAGUAnAC3AJwAfQBWADcAPQAxACQAFwAUAOP/uv/i/+D/5v/q/83/w//B/9j/5/8CABAAAgDh/6H/d/90/4j/of/V/wAA/f/x//T/IQBIAEYAUgBlAFAAMAAuAE4AZABtAHEAWgBJAEAAGwAgAFEAWQBXAFUASwAuAC4AOAA/AEIAFgD6/83/tP/R/+f/7f/w/9r/sP+R/4z/of+5/8j/0//x//H/zf/Q/+//DwBCAGcAaABXADoAKwBfAKAAzQDBALgAigA8AB8A8v///9n/7f/3/8z/4/+8/6z/nP+e/8P/5P/w/xAALQABALL/VP8j/wj/+v4k/3r/r/+i/4z/d/9s/3j/oP/r/yQARwBbADgADAAAABIAOwBmAIwAmgCiAJAAVgBKAFoAXABqAH4AqgCcAGIAIwD4//X/BwA0AGkAlQCmAMEAsQCYAGkAYwBiAGIAbwBZAF8AJQAAAMP/jP9y/1X/Zv99/5b/rv+p/57/uf/0/0oAmgDIANkA3ACyAJYAZAAzACgAEwAmACgAFwD3/+P/0/+4/6//sP/S/+j/CgAhACgAIgAcADEASABXAG0AcwBgAEgAKwBEAFgAYgBsAF0APgANANL/zf/L/6j/iv9o/03/H/8b/yD/Tf9w/4z/p/+s/7j/q//g/+7//v8PAOL/sP+b/6X/nv+7/8H/vf+q/5T/iv+A/6r/y//n/wwACwD4//z/8f8MADEAOgAyACIAIAAvAEAAKwAlAAIA7f/t//n/BwAIAPr/4//m/+L/z/+w/6L/tP/V/9L/zv/H/7z/wP/S/+v/EQA6AFIAWgBbAFwARABGAFsAcABnAGUAQwATABUA3//P/9j/1//I/8L/0/+//7//pv+f/6v/oP+i/7T/yP/k/xEANwBgAI0AuQC+AMYAzwDTAM8AzADVAMMAqQCGAIUAgAB5AF4ASgBTAEoAXABuAIUAfgCVAL4AyQC5AI0AdwBlAGIARwBIAEQAEQDm/7//kf9h/0z/af+V/6P/pP+H/4T/dv9t/5X/w//w/xYAOwBFAEUAOwAMAPv/FAAhAF0AhwCTAJwAawAbAN//2//h//H/9f/v/+P/wv+j/6j/uv/N/+7/6//+/xsAKgAfAB0AUwB3AHsAeACEAIQAcwBOAC0AGwAVACQANQA5ACMABwDb/8j/uv/F/+D/AAAnACMADQAOABgADAAYACgAUwB3AIcAYAA+ACEA7v/d/9f/6f/N/7//oP9z/1D/VP97/7X/DgBJAH0AmgCHAG4AZwBYAG4AkwCvAKIAkwCUAHMAMgD///n/7P/u//f///8OABIAAADc/+r/FAAbAC4AAQDP/6//fP99/37/if+A/17/Jv8T/yv/Kf9E/2L/hP+o/7j/3P/X/8X/yf/g//v//v8kACYAEQAmABMA7//P/6f/r//C/+//EAALAPn/xP+e/6b/tv/T/xkAOwArAM//lv+m/7T/2P/H/7P/kv90/53/2v/+/xYAMgAgACgAPgBSAIMAsACzAJgAogCPAIMAfwCDAIsAYgBAAA0A/P8IAAQADwATABcAKAAuACgAOwBjAHoArACWAHQAagAfADIAUgB4AH8AVgBUAD8ARwBpAJQApQCqAKUAhABuAIcAoQCsALoAogCMAIEAigCbAKMAdQBAAEAAIAAXADEANQAiAOL/wv/H/7T/r/+o/7P/mv9q/1n/R/9V/1P/eP+M/4v/sP/L/wQAMQA2ACkAHwAJAO7/DgBFAFIAVgA9ABEAAwALACcAQQBRAEIAMQAZAOX/3f/r//3/JAAWAAEA/f/h/93/yP+y/6T/qf/T/+j//f/f/7P/lP+i/5z/h/+Y/3X/fv9P/z7/Qv9C/3z/b/+a/7P/vf/Z//3/IwBBAGgAWQBKADUACADf/97///8ZAB8AJQDk/53/o/+L/2v/Yv9j/0b/Mf8j/x//Rv9Z/2P/df9n/2z/f/+q/8j/zP8TAEEAaQBsAFEALgD6/9//3v/c/+n/EADs/8r/s/+V/6b/xv/F/+X/AAD3/+7/vP+s/4z/fv+h/5L/b/9G/yv/NP9C/0b/Pv84/zn/H/8K/+/+1v7k/v7+Pv9j/5f/vP/a/wAAFwBXAIwApwC4AL4AwADRAMEAggA2ABoAAAD6//r/1P/u//X/3f/9/wwABwAYACEAIgAjAC0ALgA4ACwAAQDy//3/FgAjABoARgBvAFMAdgB2AHoAuwDFAN0AAQETAf8A9QC+AHsAgAB3AJQAkQCnALYAhgCNAIoAoACvAMMA2QDXAAgBAAHDAJ8AlgCMAH4AZgA4ACMAJwA7AEYAQABsAIUAjwCoAMMA1wCNAGcAdgB7AIMAdwCGAFcANwA/ACwALgD2/+X/9f/3/9D/rP+r/4b/nf+o/6z/nf+O/5P/av8+/xv/D/8C/wD/+v7x/v7+DP/z/uT+5/7Q/s3+0v7p/gP/If80/zD/G/8F/yz/Sv9j/6L/tf/D/8j/tf+f/4D/dP9d/1T/Zv9O/1b/af9q/43/fP+H/4v/hv+G/3b/df9r/3r/k/+g/3n/cP9s/07/Ov9M/23/ef+J/2v/Uv9y/37/k//N/9r/9f8AANv/u/+m/6b/if9+/4D/i/+i/6n/vv+y/77/xf+n/93/CAABACIANABHAEkANQA7ADMALAA+AF8AZQBnAIgAnACfAKUAvwDMANgA4ADIAOcA8QDPAOgAIwExARAB9wDdAOAAjAAeACcAJQAeACEAHgAhABsAIwAgABgAHwAeAB8AHgAZABcAFgAWABkAFQAVABwAHAAUABQAFAAQABQAFAAYABwAHAAYABgAGgAUABUAFgAWABYAFgAZABkAFQAQABMAEwATABEADQAUABcAFgAVABQAFAATABMADwAQAA8AEAAPABAAEwATAAwADAAQAAwAEAARAA8AEAAPABAAEAATABUADgAPAA4ADQAOAA0ADAAPABQADQAOABAADgAMAA4ADQAPABcAFQATAA4ADwAPAAwADwATABMAFAARAA8AEAAOAAwADQAMAA0ACgAKAAoACgAPAAoAEQATABAADAAJAAwACgAMAAoADgARAA4ADQAOABEADgAKAAsADQAJAAoADAAPAA8ACgAMAAwACQAKAAkACgAJAAsADQAJAAkACQAKAAoABgAHAAoACgAGAAcACQAKAA0ACgANAAoACQAIAAMABgAGAAgACgANAAoACQAIAAYABgAGAAgABgAIAAoACQAJAAkACgAGAAMABgAIAAYABgAIAAkACQAJAAoACAACAAQABgAGAAQABQAJAAkACAAGAAYABgAEAAYABgAGAAYABgAKAAYAAwAGAAYAAwAGAAYABAACAAQABgADAAMABgAGAAQABgAEAAIAAwADAAMABgAFAAQABgAEAAUABgADAAMAAgAEAAYABgADAAYABgADAAYABQADAAIAAgAGAAYABQADAAUABgAGAAYAAwADAAIABAAGAAYABAACAAYABAADAAQAAgADAAIABAAGAAYABgADAAMAAwADAAMAAwACAAIABgAGAAYABgAGAAQAAgADAAIAAwACAAQABgAGAAYABgAGAAIAAQAEAAYABgAGAAUA/f/+/wMAAwADAAMABgAGAAQAAQD+//3//v8CAAMAAwADAAIA/v/9//3//f/9//7/AgADAAIA/v/+//7//v/+//7/AgADAAIA/v/9//3//f/9//7/AgADAAMAAwADAAIA/v/9//3//f/+/wIAAwADAAMAAgD+//3//v/+/wIAAgACAAIA/v/9//7/AgACAP7//f/9//3//f/9//3/\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ipd.Audio(normalized_sample, rate=sample_rate)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "sample 1 min -0.4658203125 and sample 1 max 0.457489013671875\n",
      "after normalization\n",
      " normalized sample 1 min -0.3115842044353485 and normalized sample 1 max 0.3048354387283325\n"
     ]
    }
   ],
   "source": [
    "print(f\"sample 1 min {sample_1.min()} and sample 1 max {sample_1.max()}\")\n",
    "print('after normalization')\n",
    "print(f\" normalized sample 1 min {normalized_sample.min()} and normalized sample 1 max {normalized_sample.max()}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}