1ks.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# The Karplus-Strong Algorithm\n",
    "\n",
    "The Karplus-Strong algorithm is a simple digital feedback loop with an internal buffer of $M$ samples. The buffer is filled with a set of initial values and the loop, when running, produces an arbitraryly long output signal. Although elementary, the K-S loop can be used to synthesize interesting musical sounds as we will see in this notebook.\n",
    "\n",
    "Let's start with a basic implementation of the K-S loop:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def KS_1(x, N):\n",
    "    # given the initial buffer x, produce a N-sample output\n",
    "    #  by concatenating identical copies of the buffer\n",
    "    y = x\n",
    "    while len(y) < N:\n",
    "        # keep appending until we reach or exceed the required length\n",
    "        y = np.append(y, x)\n",
    "    # trim the excess\n",
    "    y = y[0:N+1]\n",
    "    return y"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "OK, let's try it out right away! Yet, however impatient we may be, we still need to do a few things. First we need to include the necessary Python libraries: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/envs/python2/lib/python2.7/site-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.\n",
      "  warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import IPython"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Then, since we're playing audio, we need to set the internal \"clock\" of the system, aka the sampling rate:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "Fs = 16000 # 16 KHz sampling rate"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With this sampling rate, since the period of the generated signal is equal to the length of the inital buffer, we will be able to compute the fundamental frequency of the resulting sound. For instance, if we init the K-S algorithm with a vector of 50 values, the buffer will fit $16000 / 50 = 320$ times in a second's worth of samples or, in other words, the resulting frequency will be 320Hz, which corresponds roughly to a E4 on a piano.\n",
    "\n",
    "We still haven't talked about what to use as the initial values for the buffer. Well, the cool thing about K-S is that we can use pretty much anything we want; as a matter of fact, using random values will give you a totally fine sound. As a proof, consider this initial data set:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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tMk5J+bK+Reo8RddQvBz4AnCC7F1lDzAGvKdy/HzgwpnGKaWTwL8FLiebv2IQ+I8ppblP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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fb097fe5ad0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "b = np.random.randn(50)\n",
    "plt.stem(b);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's now generate a 2-second audio clip:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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jQZkXUeb1oMxBmddHUuZpMmaLjH374i+IWQ9sYejiemfh85skv2imSFR1xtvh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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fb097e2c110>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "y = KS_1(b, Fs * 2)\n",
    "\n",
    "# we can look at a few periods:\n",
    "plt.stem(y[0:500]);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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CA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1MbyWNS/2E/JjOzITRXSd2LBSFIX4hdqHGCg1SD85uU3rRIO4fsgbiOz4q0fQ9cT19FQklsENfjaAfcHzmI6jsn/G9YpvCntxf9/mtM19v5LN8tqS/vNVQgPBSfi8V7C3z8fTdTG8ljUv9hPyYzsyE0V0ndiwUhSF+IXahxgoNUg/OblN60SDuH7IG4js+KtH0PXE9fRUJJbBDX42gH3B85iOo7J/xvWKbwp7cX/f5rTNfb+SzfLakv7zVUIDwUn4vFewt8/H03UxvJY1L/YT8mM7MhNFdJ3YsFIUhfiF2ocYKDVIPzm5TetEg7h+yBuI7PirR9D1xPX0VCSWwQ1+NoB9wfOYjqOyf8b1im8Ke3F/3+a0zX2/ks3y2pL+81VCA8FJ+LxXsLfPx9N1Mby\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "IPython.display.Audio(y, rate=Fs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "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": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# let's play an octave lower: just double the initial buffer's length\n",
    "IPython.display.Audio(KS_1(np.random.rand(100), Fs * 2), rate=Fs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "OK, so the K-S algorithm works! From the signal processing point of view, we can describe the system with the following block diagram (neglect the factor $\\alpha$ for a moment)\n",
    "\n",
    "![title](ks.png)\n",
    "\n",
    "The output can be expressed as\n",
    "$$\n",
    "    y[n] = x[n] + y[n - M]\n",
    "$$\n",
    "assuming that the input is the finite-support signal\n",
    "$$\n",
    "x[n] = \\begin{cases}\n",
    "    0 & \\mbox{for $n < 0$} \\\\\n",
    "    b_n & \\mbox{for $0 \\le n < M$} \\\\\n",
    "    0 & \\mbox{for $n \\ge M$}\n",
    "  \\end{cases}\n",
    "$$\n",
    "\n",
    "Let's implement the K-S algorithm as a signal processing loop"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def KS_2(x, N):\n",
    "    # length of the input\n",
    "    M = len(x)\n",
    "    # prepare the output\n",
    "    y = np.zeros(N)\n",
    "    # this is NOT an efficient implementation, but it shows the general principle\n",
    "    # we assume zero initial conditions (y[n]=0 for n < 0)\n",
    "    for n in range(0, N):\n",
    "        y[n] = (x[n] if n < M else 0) + (y[n-M] if n-M >= 0 else 0)\n",
    "    return y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "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": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# it should still work\n",
    "IPython.display.Audio(KS_2(np.random.rand(50), Fs * 2), rate=Fs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "By looking at block diagram we can see a simple modification that adds a lot of realism to the sound: by setting $\\alpha$ to a value close to but less that one, we can introuce a decay in the note that produces guitar-like sounds:\n",
    "$$\n",
    "    y[n] = x[n] + \\alpha y[n - M]\n",
    "$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def KS_3(x, N, alpha = 0.99):\n",
    "    M = len(x)\n",
    "    y = np.zeros(N)\n",
    "    # \n",
    "    for n in range(0, N):\n",
    "        y[n] = (x[n] if n < M else 0) + alpha * (y[n-M] if n-M >= 0 else 0)\n",
    "    return y"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If we now plot the resulting K-S output, we can see the decaying envelope:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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Co1QJ9Eaact6oOdKRhL59xZ34xIlfAgBceunXYwmKxBe+8I+e90kqig/VX+8P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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fb093c00210>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "y = KS_3(b, Fs * 2)\n",
    "plt.stem(y[0:2000]);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false
   },
   "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": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "IPython.display.Audio(y, rate=Fs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There is just one last detail (the devil's in the details, here as everywhere else). Consider the output of a dampened K-S loop; every time the initial buffer goes through the loop, it gets multiplied by $\\alpha$ so that we can write\n",
    "$$\n",
    "  y[n] = \\alpha^{\\lfloor n/M \\rfloor}x[n \\mod N]\n",
    "$$\n",
    "(think about it and it will make sense). What that means is that the decay envelope is dependent on both $\\alpha$ *and* $M$ or, in other words, the higher the pitch of the note, the faster its decay. For instance:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "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": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "IPython.display.Audio(KS_3(np.random.rand(50), Fs * 2), rate=Fs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "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": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "IPython.display.Audio(KS_3(np.random.rand(10), Fs * 2), rate=Fs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is no good and therefore we need to compensate so that, if $\\alpha$ is the same, the decay rate is the same. This leads us to the last implementation of the K-S algorithm:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def KS(x, N, alpha = 0.99):\n",
    "    # we will adjust alpha so that all notes have a decay\n",
    "    #  comparable to that of a buf len of 50 samples\n",
    "    REF_LEN = 50\n",
    "    M = len(x)\n",
    "    a = alpha ** (float(M) / REF_LEN)\n",
    "    y = np.zeros(N)\n",
    "    # \n",
    "    for n in range(0, N):\n",
    "        y[n] = (x[n] if n < M else 0) + a * (y[n-M] if n-M >= 0 else 0)\n",
    "    return y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "                <audio controls=\"controls\" >\n",
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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": [
    "IPython.display.Audio(KS(np.random.rand(50), Fs * 2), rate=Fs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": false
   },
   "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": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "IPython.display.Audio(KS(np.random.rand(10), Fs * 2), rate=Fs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Playing Music!\n",
    "\n",
    "Let's now play some cool guitar and, arguably, no guitar chord is as cool as the [opening chord of \"A Hard Day's Night\"](http://en.wikipedia.org/wiki/A_Hard_Day%27s_Night_%28song%29#Opening_chord), by The Beatles.\n",
    "\n",
    "![title](hdn.png)\n",
    "\n",
    "Much has been written about the chord (which, in fact, is made up of 2 guitars, one of which a 12-string, a piano and a bass) but to keep things simple, we will accept the most prevalent thesis which states that the notes are $D_3, F_3, G_3, F_4, A_4, C_5$ and $G_5$. To give it a \"wider\" feeling we will add another $D_2$ below. \n",
    "\n",
    "In Western music, where equal temperament is used, $A_4$ is the reference pitch at a frequency at 440Hz. All other notes can be computed using the formula $f(n) = A4 \\times 2^{n/12}$ where $n$ is the number of half-tones between $A_4$ and the desired note. The exponent $n$ is positive if the note is above $A_4$ and negative otherwise.\n",
    "\n",
    "\n",
    "Each note is generated using a separate Karplus-Strong algorithm. We try to mix the different \"instruments\" by assigning a\n",
    "different gain to each note. Also, we sustain Paul's D note on the bass a bit longer by changing the corresponding decay factor."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "def freq(note):\n",
    "    # general purpose function to convert a note  in standard notation \n",
    "    #  to corresponding frequency\n",
    "    if len(note) < 2 or len(note) > 3 or \\\n",
    "        note[0] < 'A' or note[0] > 'G':\n",
    "        return 0\n",
    "    if len(note) == 3:\n",
    "        if note[1] == 'b':\n",
    "            acc = -1\n",
    "        elif note[1] == '#':\n",
    "            acc = 1\n",
    "        else:\n",
    "            return 0\n",
    "        octave = int(note[2])\n",
    "    else:\n",
    "        acc = 0\n",
    "        octave = int(note[1])\n",
    "    SEMITONES = {'A': 0, 'B': 2, 'C': -9, 'D': -7, 'E': -5, 'F': -4, 'G': -2}\n",
    "    n = 12 * (octave - 4) + SEMITONES[note[0]] + acc\n",
    "    f = 440 * (2 ** (float(n) / 12.0))\n",
    "    #print note, f\n",
    "    return f\n",
    "\n",
    "\n",
    "def ks_chord(chord, N, alpha):\n",
    "    y = np.zeros(N)\n",
    "    # the chord is a dictionary: pitch => gain\n",
    "    for note, gain in chord.iteritems():\n",
    "        # create an initial random-filled KS buffer the note\n",
    "        x = np.random.randn(int(np.round(float(Fs) / freq(note))))\n",
    "        y = y + gain * KS(x, N, alpha)\n",
    "    return y  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "\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": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# A Hard Day's Night's chord\n",
    "hdn_chord = {\n",
    "    'D2' : 2.2, \n",
    "    'D3' : 3.0, \n",
    "    'F3' : 1.0, \n",
    "    'G3' : 3.2, \n",
    "    'F4' : 1.0, \n",
    "    'A4' : 1.0, \n",
    "    'C5' : 1.0, \n",
    "    'G5' : 3.5,\n",
    "}\n",
    "    \n",
    "IPython.display.Audio(ks_chord(hdn_chord, Fs * 4, 0.995), rate=Fs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Close enough, no? (Check [here](https://upload.wikimedia.org/wikipedia/en/c/c4/A_Hard_Day's_Night_opening_chord.ogg)). You can now play around with other famous chords, try for instance the \"Mystic Chord\" by Scriabin, whose notes are $C_3, F^{\\sharp}_3, B^{\\flat}_3, E_4, A_4, D_5$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Final Quiz\n",
    "\n",
    "How would you describe what's happening here?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "a = np.random.rand(100)\n",
    "b = np.random.rand(80)\n",
    "c = np.concatenate((a, a, a, a)) + np.concatenate((b, b, b, b, b))\n",
    "\n",
    "IPython.display.Audio(KS_1(c, Fs * 2), rate=Fs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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