{
 "metadata": {
  "name": ""
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "heading",
     "level": 1,
     "metadata": {},
     "source": [
      "I Feel Fine, Digitally"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "This \"Signal of the Day\" is a little musing inspired by a [forum post](https://class.coursera.org/dsp-004/forum/thread?thread_id=222) by Jamie Honan. In his post, Jamie wondered about the \"internal mechanics\" of a very famous audio snippet, namely the guitar sound at the beginning of the song \"I Feel Fine\", written and recorder by the Beatles in 1964. The historical significance of the record lies in John Lennon's claim that \"I Feel Fine\" is the first instance of guitar feedback deliberately committed to the recorded medium. As Jamie points out, \n",
      "\n",
      "> Lennon is quoted in the Wikipedia article about \"I feel fine\",\n",
      ">\n",
      "> _\"I defy anybody to find a record... unless it is some old blues record from 1922... that uses feedback that way. So I claim it for the \n",
      "> Beatles. Before Hendrix, before The Who, before anybody. The first feedback on record.\"_\n",
      "\n",
      "In this notebook, we are going to look at this famous signal in detail and we will try to set up a digital model of what went down in the recording studio that fateful 18 October 1964. In doing so we will look at a guitar simulator, at an amp model and at the mechanics of feedback. But, before anything else, let's listen to what this is all about:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "%pylab inline\n",
      "%pylab --no-import-all\n",
      "pylab.rcParams['figure.figsize'] = 14, 4 \n",
      "\n",
      "from IPython.display import Image\n",
      "from scipy.io import wavfile\n",
      "import Audio\n",
      "\n",
      "display(Image(filename='data/beatles.png', width=400))\n",
      "\n",
      "# fs will be the global \"clock\" of all discrete-time systems in this notebook\n",
      "fs, data = wavfile.read(\"data/iff.wav\")\n",
      "# bring the 16bit wav samples into the [-1, 1] range\n",
      "data = data / 32767.0\n",
      "Audio.Audio(data=data, rate=fs, embed=True)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Populating the interactive namespace from numpy and matplotlib\n",
        "Using matplotlib backend: module://IPython.kernel.zmq.pylab.backend_inline\n",
        "Populating the interactive namespace from numpy and matplotlib\n"
       ]
      },
      {
       "metadata": {
        "png": {
         "width": 400
        }
       },
       "output_type": "display_data",
       "png": "iVBORw0KGgoAAAANSUhEUgAAAZAAAAEICAAAAABU4f0+AAAACXBIWXMAAC4jAAAuIwF4pT92AAAg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\n",
       "text": [
        "<IPython.core.display.Image at 0x5325570>"
       ]
      },
      {
       "html": [
        "\n",
        "                <audio controls=\"controls\" >\n",
        "                    <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n",
        "                    Your browser does not support the audio element.\n",
        "                </audio>\n",
        "              "
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 1,
       "text": [
        "<Audio.Audio at 0x532db70>"
       ]
      }
     ],
     "prompt_number": 1
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "According to recording studio accounts, the sound was obtained by first playing the A string on Lennon's Gibson semiacoustic guitar and then by placing the guitar close to the amplifier. Indeed, the first two seconds of the clip sound like a standard decaying guitar tone; after that the feedback kicks in. The feedback, sometimes described as an \"electric razor\" buzz, is caused by two phenomena: the sound generated by the amplifier \"hits\" the A string and increases its vibration, and the resulting increased signal drives the amplifier into saturation.\n",
      "\n",
      "Schematically, these are the systems involved in the generation of the opening of the song:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "display(Image(filename='data/bd.png', width=600))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {
        "png": {
         "width": 600
        }
       },
       "output_type": "display_data",
       "png": "iVBORw0KGgoAAAANSUhEUgAAAlgAAADeCAIAAABuculnAAAgAElEQVR4nO3deUAUdf8H8JmdvVmO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\nAAAAAElFTkSuQmCC\n",
       "text": [
        "<IPython.core.display.Image at 0x1aa8ef0>"
       ]
      }
     ],
     "prompt_number": 2
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "In order to simulate this setup digitally, we need to come up with resonable models for:\n",
      "\n",
      "* the guitar $G$, including the possibility of driving the string vibration during oscillation\n",
      "* the amplifier $A$, including a saturating nonlinearity\n",
      "* the feedback channel $F$, which will depend on the distance from the guitar to the amplifier\n",
      "\n",
      "Let's examine each component in more detail."
     ]
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "1 - simulating a guitar"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Although we have already studied the Karplus-Strong algorithm as an effective way to simulate a plucked sound, in this case we need a model that is closer to the actual physics of a guitar, since we'll need to drive the string oscillation in the feedback loop. \n",
      "\n",
      "In a guitar, the sound is generated by the oscillation of strings that are both under tension and fixed at both ends. Under these conditions, a displacement of the string from its rest position (i.e. the initial \"plucking\") will result in an oscillatory behavior in which the energy imparted by the plucking travels back and forth between the ends of the string in the form of standing waves. The natural modes of oscillation of a string are all multiples of the string's fundamental frequency, which is determined by its length, its mass and its tension (see, for instance, [here](http://www.phys.unsw.edu.au/jw/strings.html) for a detailed explanation). This image (courtesy of [Wikipedia](http://en.wikipedia.org/wiki/Vibrating_string)) shows a few oscillation modes on a string:\n",
      "\n",
      "<br><center><img src=\"http://upload.wikimedia.org/wikipedia/commons/5/5c/Standing_waves_on_a_string.gif\" width=\"200\"></img></center><br>\n",
      "\n",
      "These vibrations are propagated to the body of an acoustic guitar and converted into sound pressure waves or, for an electric guitar, they are converted into an electrical waveform by the guitar's pickups.\n",
      "\n",
      "We can appreciate this behavior in the initial (non feedback) portion of the \"I Feel Fine\" sound snippet; let's first look at the waveform in the time domain:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "plot(data)\n",
      "xlabel(\"sample\")\n",
      "ylabel(\"amplitude\")"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 3,
       "text": [
        "<matplotlib.text.Text at 0x53910b0>"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": "iVBORw0KGgoAAAANSUhEUgAAA1cAAAEKCAYAAAD+Ta/wAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAwAAAABJRU5ErkJggg==\n",
       "text": [
        "<matplotlib.figure.Figure at 0x1aa8f90>"
       ]
      }
     ],
     "prompt_number": 3
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "The \"pure guitar\" part is approximately from sample 10000 to sample 40000. If we plot the spectrum of this portion:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "s = abs(np.fft.fftpack.fft(data[10000:40000]));\n",
      "s = s[0:len(s)/2]\n",
      "plot(np.linspace(0,1,len(s))*(fs/2), s)\n",
      "xlabel(\"frequency (Hz)\")\n",
      "ylabel(\"magnitude\")"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 4,
       "text": [
        "<matplotlib.text.Text at 0x55b80b0>"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": "iVBORw0KGgoAAAANSUhEUgAAA1UAAAEPCAYAAACqde5+AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nFQAAAAD4gFAFAAAAAD74f8ZBXSoh77SJAAAAAElFTkSuQmCC\n",
       "text": [
        "<matplotlib.figure.Figure at 0x559aab0>"
       ]
      }
     ],
     "prompt_number": 4
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Indeed we can see that the frequency content of the sound contains multiples of a fundamental frequency at 110Hz, which corresponds to the open A string on a standard-tuning guitar. \n",
      "\n",
      "From a signal processing point of view, the guitar string acts as a resonator resonating at several multiples of a fundamental frequency; this fundamental frequency determines the _pitch_ of the played note. In the digital domain, we know we can implement a resonator at a single frequency $\\omega_0$ with a second-order IIR of the form \n",
      "\n",
      "$$\n",
      "  H(z) = \\frac{1}{(1 - \\rho e^{j\\omega_0}z^{-1})(1 - \\rho e^{-j\\omega_0}z^{-1})}, \\quad \\rho \\approx 1\n",
      "$$\n",
      "\n",
      "i.e. by placing a pair of complex-conjugate poles close to the unit circle at an angle $\\pm\\omega_0$. A simple extension of this concept, which places poles at _all_ multiples of a fundamental frequency, is the **comb filter**. A comb filter of order $N$ has the transfer function\n",
      "\n",
      "$$\n",
      "  H(z) = \\frac{1 - \\rho z^{-1}}{1 - \\rho^N z^{-N}}\n",
      "$$\n",
      "\n",
      "It is easy to see that the poles of the filters are at $z_k = \\rho e^{j\\frac{2\\pi}{N}k}$, except for $k=0$ where the zero cancels the pole. For example, here is the frequency response of $H(z) = 1/(1 - (0.99)^N z^{-N})$ for $N=9$:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from scipy import signal\n",
      "\n",
      "w, h = signal.freqz(1, [1, 0, 0, 0, 0, 0, 0, 0, 0, -.99**9])\n",
      "plot(w, abs(h))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 5,
       "text": [
        "[<matplotlib.lines.Line2D at 0x5b54e50>]"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": "iVBORw0KGgoAAAANSUhEUgAAAzEAAAEACAYAAACDL/ihAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzt3XmUVOWd//FPNQ2yr0Kzq2FRNgGjoijaqIiSSPi5HbfI\niKPJOJroyUTNzPwykDHRbCcx0eRnTDQ6GkjGicIIduJCowEJqIALyCZgs8jWbE2v1V2/P76n7IWu\n7qpbd61+v86p0wrVtx6t5977fJ/v93luLJFIJAQAAAAAEZEXdAMAAAAAIBMEMQAAAAAihSAGAAAA\nQKQQxAAAAACIFIIYAAAAAJFCEAMAAAAgUloMYubMmaOCggKNGzfu8z/79re/rVGjRmn8+PG6+uqr\ndeTIEc8bCQAAAABJLQYxt912m4qKihr92eWXX66PPvpI69at08iRI/Xwww972kAAAAAAaKjFIGbK\nlCnq1atXoz+bNm2a8vLs1yZNmqSdO3d61zoAAAAAaCKrNTFPPfWUZsyY4VZbAAAAAKBVjoOY73//\n++rQoYNuuukmN9sDAAAAAC3Kd/JLv//977VkyRK9/vrrKd8zfPhwbd261XHDAAAAAOS2YcOGacuW\nLRn/XsZBTFFRkX784x9r2bJl6tixY8r3bd26VYlEIuMGIRzmzp2ruXPnBt0MOMB3F218f9HFdxdt\nfH/RxvcXXbFYzNHvtVhOduONN2ry5MnauHGjhgwZoqeeekr33HOPysrKNG3aNE2cOFF33XWXow8G\nAAAAACdazMTMnz//hD+bM2eOZ40BAAAAgNZktTsZcldhYWHQTYBDfHfRxvcXXXx30cb3F218f21P\nLOHRwpVYLMaaGAAAAAApOY0ZyMQAAAAAiBSCGAAAgDauulr69NOgWwGkjyAGAACgjXvtNemOO4Ju\nBZA+ghhE3vvvSw89FHQrAACIrrIy6fDhoFsBpI8gBpG3bp20bFnQrQAAILrKy6Vjx4JuBZA+ghhE\nXmmpVFERdCsAwF0lJTZJA/ihokI6ejToVgDpI4hB5B08KFVWBt0KAHDXiy9KP/pR0K1AW1FeThCD\naCGIQeQdPEgmBkDuqayUduwIuhVoK8rLbV1MXV3QLQHSQxCDyCstJRMD/yQS0iefBN0KtAWVlWx5\nC/9UVNj17fjxoFsCpIcgBpFHJgZ+WrxY+spXgm4F2oLKSmnXLikeD7olaAvKy+0nJWWICoIYRB5B\nDPz0hz/U3+wBL1VWWmnPrl1BtwRtQfI+yg5liApPgxjqKuEHysngl7IyaeFC+hv8kRxUUlIGP5CJ\nQdR4GsQwWwk/JHcnSySCbgly3cKF0rhxBDHwR7KfEcTADwQxiBpPgxgWh8FrNTV24e3QQaqqCro1\nyHXvvSdNn05fgz8qK6UhQ9ihDP6oqLB7KUEMooIgBpFWWir16iV16sS6GHivslLq3ZtMDPxRWSmN\nHEkmBv4oL5cKClgTg+ggiEGkHTwo9elDEAN/VFVJXbpY6SI7RsFrBDHwU0WFBTFkYhAVBDGItNJS\nC2I6dmR2HN6rrJROOsn6GyVl8FoyiKGcDH4oL5f69yeIQXQQxCDSDh608h4yMfBDVZUFMATN8ENl\npTRihLRzZ9AtQVtAORmihiAGkdawnIxBJbyWzMScdBKZGHivslI6+WTupfAH5WSIGk+DmLIyL48O\nNC4nIxMDr1VV1ZeTETTDa5WVUteu9sy12tqgW4NcRzkZooZMDCKNcjL4KVlORiYGfqistGsb/Q1+\nIBODqCGIQaQly8mYGYcfGi7sp7/Ba5WVBM3wRzxuz13r25c1MYgOghhE2qFDPCcG/kmWk510EkEM\nvJcMYgia4bWKCqlzZ6l7dzIxiA6CGERastyChf3wQ8PdyZgZh9fIxMAvFRV2HyWIQZQQxCDSGi60\nJhMDr1FOBr8kEuyGB/+Ul1smpls3yskQHQQxiLTkTCXlZPADC/vhl+pqqX17qV07+hu8RyYGUdRi\nEDNnzhwVFBRo3Lhxn/9ZaWmppk2bppEjR+ryyy/X4cOHU/4+QQy8xpa38BP9DX5JTtBI9Dd4L5mJ\n6dTJAuh4POgWAa1rMYi57bbbVFRU1OjPHnnkEU2bNk2bNm3SpZdeqkceeSTl7/OcGHgtOagkEwM/\nNCzvYVAJLzUMYsjEwGvJICYWs5IysjGIghaDmClTpqhXr16N/mzRokWaPXu2JGn27Nl66aWXUv4+\nmRh4rWEQw6ASXmNhP/yS3LREIoiB95LlZBL3U0RHxmti9u7dq4KCAklSQUGB9u7dm/K9BDHwWsOF\n1mRi4KV43BZb5+eTiYH3yMTAT8lMjET5IqIjq4X9sVhMsVgs5d8TxMBryZlxZo7gtWTWTyITA++x\nJgZ+apiJIWhGVORn+gsFBQX67LPP1L9/f+3Zs0f9+vVL+d6dO+dq7lz758LCQhUWFjprJZACWyzD\nL8mAWWJQCe9VVJCJgX8aZmLob/BacXGxiouLsz5OxkHMzJkz9cwzz+iBBx7QM888o1mzZqV8b4cO\n9UEM4AUW9sMvydJFyX7S3+AlysngJ8rJ4KemiY158+Y5Ok6L5WQ33nijJk+erI0bN2rIkCF6+umn\n9eCDD+rVV1/VyJEj9cYbb+jBBx9M+fvl5Y7aBKSNLW/hF8rJ4CeCGPiJcjJEUYuZmPnz5zf756+9\n9lpaB+ckgJdqa22xdfv2ZGLgvYblZCzsh9dYEwM/UU6GKMpqYX9ramvtBXghOaiMxVjYD+81LCcj\nEwOvkYmBnyoqGgcx3E8RBZ4GMVx44aWm5T1kYuClpv2Nmzy8RBADP5WX15eTMUmDqPA0iOFGDy81\nHFRSTgavUU4GPxHEwE+UkyGKyMQgspgZh58oJ4OfWBMDP7GwH1FEJgaR1fAmTyYGXmsYNJOJgdfI\nxMBPlZWNy8m4viEKyMQgspqWk3HRhZeaPuySaxu8RBADPzV9Dhb9DVFAEIPIYmE//NT0Jk/QDC8R\nxMBPTdf80d8QBZSTIbKalvfU1LClN7xDJgZ+Yk0M/MQkDaKITAwiq+FFNxajv8FbTRf2c5OHl8jE\nwE9Ng2b6G6KATAwiq+HMuMTifniLhf3wE0EM/EQ5GaKITAwiq+GgUmL2CN6inAx+IoiBnygnQxR5\nnonhwguvNBfEcOGFV7jJw09seQs/kYlBFHmeieHCC68QxMBPTXfD4yYPL5GJgZ94mC+iiHIyRFbD\nm7xEEANvNZ2prKyUEolg24TcRRADP9HfEEUs7EdkNc3EkPmDlxrOVLZrZ6+ammDbhNzFoBJ+am6S\nBgg7MjGILMrJ4Cc2koCfeE4M/FJXJ8XjUvv29u9c2xAVLOxHZDGohJ+abunNbCW8RCYGfkneS2Mx\n+3f6G6KChf2ILDIx8FPDcjKJoBneqqggiIE/ml7bGLshKignQ2SxsB9+Yg0W/EQmBn5pei+lvyEq\nWNiPyCITAz8RNMNPTYOY6mpbuwC4jdJsRBWZGEQWM+PwE0Ez/NQwiInFpA4dLJAB3NZcJoZrG6KA\nhf2ILAaV8BP9DX6pq7OApekkDfdTeKG5TUvoa4gCFvYjsppbaE1/g1coJ4Nfmu4WJTGwhHfYtARR\nRTkZIqvp7BEXXnipaSamUyfbQQpwW9OAWSJohndY2I+oYmE/IovyHviJ/ga/NBfEMLCEV1hfiqgi\nE4PIYlAJPzUtuejUif4GbxDEwE9N+1t+vv2Mx4NpD5AuFvYjsghi4KfKSgtckjp2pJwM3iCIgZ+a\nlmZLjN8QDSzsR2SxLST8VFHROIghEwOvsCYGfmqaZZa4nyIaKCdDZJGJgV9qa6WamhP7G5kYeIFM\nDPzUXCaG/oYocBzEPPzwwxozZozGjRunm266SVXN9HYGlfASQQz8khxUNtzylkwMvNK0dFFiUAnv\nNJeJoZwMUeAoiNm+fbuefPJJvffee/rggw9UW1urBQsWnPA+LrrwUnNBDP0NXkhV3kMmBl5IlYkh\naIYX6G+IKkdBTPfu3dW+fXuVl5crHo+rvLxcgwYNOuF9zIzDS2Ri4Jem62EkMjHwTnODSvobvEI5\nGaLKURDTu3dvfetb39LQoUM1cOBA9ezZU5dddtkJ7+MkgJd4gjr80lwQQ3+DV1IFMWT+4IVUC/sZ\nvyHs8p380tatW/Xzn/9c27dvV48ePXTdddfp+eef180339zofT/5yVyVlUlz50qFhYUqLCx0ocmA\n4QFd8EuqIIZBJbxAEAM/VVVJ3bo1/jPKs+Gl4uJiFRcXZ30cR0HMO++8o8mTJ6tPnz6SpKuvvlor\nVqw4IYj53vfm6uGHpf/4j8YLYoFsJRJSdTXlZPBHcwutKe+BVwhi4Ce2WIbfmiY25s2b5+g4jsrJ\nzjjjDK1cuVIVFRVKJBJ67bXXNHr06BPe166dvWpqHLUNSKmmxvpWXoMeTBADr1RUsLAf/iGIgZ/Y\n0htR5SiIGT9+vG699VadffbZOvPMMyVJd955Z7PvZWAJL6QaVHLRhRdY2A8/pQpiysuDaQ9yGwv7\nEVWOyskk6f7779f999/f6vs4EeCFigqpc+fGf0bADK+wJgZ+am6SpnNnaf/+YNqD3JbqOTHcTxF2\njh92mS5mx+GF8nKCGPiHTAz8RDkZ/EQmBlHleRDD4jB4oblMTLKvJRLBtAm5q7mF/QTN8ApBDPzE\nFsuIKl+CGE4EuK28/MRBJRtJwCvNlfcwqIRXCGLgp+b6G5M0iAJfysk4EeC25srJJPobvMHDLuEn\nghj4qblyMsplEQVkYhBJzZWTSQws4Q0W9sNPzQUxnTuzOxm80Vw5WefO0vHjwbQHSBcL+xFJzZWT\nSfQ3eIOF/fATmRj4qblMDEEzooCF/Ygkysngp1QL+ysq2EgC7iOIgZ9SZWIIYhB2rIlBJFFOBj81\nt7C/XTspP5+NJOA+ghj4ifJFRJXnQQwnArzQUjkZQQzc1lw5mUR/gzeay/wRxMArVVVkYhBNngcx\nXbqwOAzuS1VORvkivJAqiGFgCS+kysQwqIQXmutvXbrQ3xB+ZGIQScyMw0/NzYxL9Dd4I1V5DwEz\nvMDCfkQVmRhEEgv74ScyMfBTS2ti2EgCborHrU/l5zf+c4IYRAGZGERSSwv72WIZbiPzBz81F8Qk\nN5Korg6mTchNqSYEGbshCsjEIJJY2A8/Nbc7mUR/gzeaC2IkMn9w3/HjNk5riiAGUUAQg0iinAx+\nopwMfiKIgV8IYhBllJMhklKVk7E7GbzAwn74pbbW1im0b3/i37FDGdzWUhDDBDTCjkwMIilVORlB\nM7xAJgZ+Se4UFYud+HfsUAa3pQpikgEzG0kgzMjEIJJSlZMRNMMLLOyHX1KVkkkEzXBfWVnzQUx+\nvmUD2SgHYUYmBpGUalDZtatdlAE3pVrYz6ASbiOIgZ9SZWIkJqERfmRiEEmpMjFduxI0w111dbat\nLbuTwQ8EMfATQQyijEwMIqmlcjIyMXBTVZVtGNHcGoVOnQhi4K5U6/0kFvbDfceP2+Rfc7p0ob8h\n3AhiEEmUk8EvqfqaZDPmzIzDTWVlUrduzf8dmRi4jUwMooxyMkQS5WTwS0tBDJkYuO3YsdQz4+xO\nBrcRxCDKyMQgchKJ1M/toJwMbku1qF8iEwP3lZWlDmLIxMBtBDGIMs+DmA4d7OFdNTVefxLaispK\n61d5zfReMjFwW6qAWeKBcHAfQQz8RBCDKPM8iInFWBwGd6UqJZNYEwP3tVRO1q2blf8AbmFNDPzU\nWhDDJA3CzPMgRqKkDO6qqEgdxFBOBre1FsTQ3+Cm1jIxTAjCTakedimRiUH4+RLEcCLATS1tQUo5\nGdxGJgZ+YmE//EQ5GaLMcRBz+PBhXXvttRo1apRGjx6tlStXpnwvmRi4qaVysmS5RW2tv21C7mpp\nUEkQA7exJgZ+IohBlOU7/cVvfvObmjFjhl544QXF43EdbyFK4USAm1qaGc/Lq+9vqerKgUwcOyZ1\n797833XtShADd7EmBn4iiEGUOcrEHDlyRG+99ZbmzJkjScrPz1ePHj1Svp9MDNzUUiZGoqQM7jp6\nNPWgkkwM3EYmBn46frzl8kWCGISZoyBm27Zt6tu3r2677TadddZZuuOOO1TeQk9nhwu4qaWF/RKL\n++GuljIxBDFwW0vli1zb4LaWMjHsLIuwc1ROFo/H9d577+mxxx7TOeeco3vvvVePPPKIvve97zV6\n39y5cyVJ27ZJ77xTqK98pTDb9gItLuyX2GYZ7jp6VOrTp/m/S2b9EgnbTh7IVkuZmO7dCZrhLsrJ\nEITi4mIVFxdnfRxHQczgwYM1ePBgnXPOOZKka6+9Vo888sgJ70sGMSUl0imnOG8k0BDlZPDTsWPS\naac1/3ft2kkdO1qfTDUQADLR0pqYHj0sqAbcQhCDIBQWFqqwsPDzf583b56j4zgqJ+vfv7+GDBmi\nTZs2SZJee+01jRkzJuX7ORHgptaCGEou4KaW1sRIlJTBXa1lYo4c8bc9yF21tVJVVerKBsZuCDvH\nu5P98pe/1M0336zq6moNGzZMTz/9dMr3srAfbjpyJPUaBYlMDNzV0poYqX6Hsv79/WsTcldrQQyZ\nGLjl+HELVFKVwhLEIOwcBzHjx4/X6tWr03ovJwLcdOSIlVWkwpoYuIlMDPyUznOJWIMFN7RUSiax\nKRPCz/HDLjNBJgZuOnq05SCGcjK46dgxghj4I5FoOROTn29rsLifwg0EMYg6ghhETjqZGPob3HL0\naMvlZAQxcEtVlQUq7dunfg8lZXBLa0EMG0kg7HwJYigng5soJ4OfyMTALy1lYZIIYuCWlh50Kdl9\nlo0kEGa+ZWIYVMItrS3sp7/BTa1lYgia4ZZ0ghgGlnBLa5mY5HOJ6ur8axOQCV+CGFKScBPlZPBL\nPG4lPi1t6U0mBm5paVF/EpkYuKW1IKZdO/t7+hvCypcgplcv6dAhPz4JbQHlZPBLspSspZ2gCGLg\nlpYedJlEEAO3tBbESFLPnmT+EF6+BDE9e0qHD/vxSWgL0tmdjEwM3NDaehiJIAbuYU0M/FRWll4Q\nw/gNYUUQg0hJJNJ7+CCZGLihtb4mEcTAPQQx8NOhQ1Yp0xLWYCHMfF0Tw+IwZKuszJ6TkN/CY1oJ\nYuCW1h50KVl/I4iBGwhi4Kd0ghgmoRFmvgQx+fm2MJYbPbLV2noYyQad3OThBsrJ4Kd0+hsz43AL\nmRhEnS9BjEQ0D3e0tr2yJPXuzUYScEdr2ytLBDFwD5kY+IlMDKKOIAaR0tqifskuyqWltn4GyEa6\nmRjKF+GGY8daX2hNEAO3kIlB1PkWxLDNMtyQTjlZp05SXp5UUeFPm5C7yMTAT4cPtz6oJIiBW8jE\nIOrIxCBS0gliJCspKy31vj3IbelkYljYD7ccPCj16dPyewhi4BYyMYg6ghhESrpBTLKkDMhGOpkY\nbvJwC0EM/EQmBlHnazkZJwKyRSYGfko3E1NTI1VW+tMm5K7SUrt2taR7d4JmZK+uzq5vPXu2/L6e\nPelvCC9fMzGsiUG20pkZlwhi4I50nhMTi0knn2yz6EA20snEJJ+7BmTjyBGbgGnXruX39ejBBDTC\ni3IyREommRiCZmTr4EELUFrTp4904ID37UFuSyeIST4Hi90XkY10SskkMjEIN8rJECmUk8FP+/en\nF8SQiUG2amqk48dbv761by+ddJK9F3Aq3SCGTAzCjHIyRApBDPx04ACZGPgjOaiMxVp/L9c3ZCuT\nTAxBDMKKcjJECkEM/LR/v9S3b+vvIxODbKVTSpbUt6/1TcCpdIOYjh3tJxuXIIwIYhAppaXpXXgJ\nYpCt8nLbwae1J6hLZGKQPYIY+CndIEZi/IbwYk0MImXfPqmgoPX38ZwYZOvAARssplPeQyYG2Upn\ne+Wkfv3sWgg4le6EoMSzsBBerIlBZNTVpb9GgUwMspXuon7J3kcmBtkgEwM/ZZKJ6d2bSRqEk29B\nTNeuUkWFFI/79YnINYcO2faiHTq0/l6CGGQrmYlJB+VkyBZBDPyUSRBTUCDt3ettewAnfAti8vKI\n5pGdvXvTKyWTCGKQvUwzMVzbkI2DBykng38yCWL69yeIQTj5FsRIdiJ89pmfn4hcsm+f3bzT0a2b\n7aZSU+Ntm5C70i1dlMjEIHulpWRi4B8yMcgFBDGIjEyCmFjMLtCsw4JTmZSTkYlBtigng5/S3T5e\nsiCGsRvCKKsgpra2VhMnTtRVV12V1vsJYpCNvXvTD2IkyheRnUzKybp3tzV/1dXetgm5K5NyMoIY\nZGvPHmnAgPTeSyYGYZVVEPPoo49q9OjRiqWzB6kIYpCddLdXTuLCi2xkkomJxWwWnaAZTmWSiWFN\nDLJRU2NVCplkYriXIowcBzE7d+7UkiVL9I//+I9KJBJp/Q5BDLKRSTmZJA0cKO3e7V17kNsyycRI\nrItBdjIJYrp3t6wfT1GHE8mqhnbt0ns/C/sRVo6DmPvuu08//vGPlZeX/iEIYpCNTMvJBg6Udu3y\nrj3IbZlkYiTWxcC5eNyC5v7903t/LGb9jZIyOLF7d/qlZBKZGIRXvpNfevnll9WvXz9NnDhRxcXF\nKd83d+7cz/+5sLBQAwYUas8eJ58IOMvE7NzpXXuQ2zLZnUyyvsmNHk7s3WvrYdq3T/93kiVlQ4Z4\n1y7kpkzWw0i222c8Lh0/LnXp4l270HYUFxe3GD+ky1EQs2LFCi1atEhLlixRZWWljh49qltvvVXP\nPvtso/c1DGIkacMGMjFwLtM1MQMHSqtWedce5K66OtvyNt2F1pI0eDBBM5zZtcv6TyZY3A+nMg1i\nYrH6bMwXvuBdu9B2FBYWqrCw8PN/nzdvnqPjOCon+8EPfqCSkhJt27ZNCxYs0CWXXHJCANMcysmQ\njUwzMYMGsSYGznz2ma1PyGRmnCAGTu3aZderTBDEwKlMgxiJkjKEkyvPiUl3d7KePW0b0ooKNz4V\nbUlFhVRVZQta08XCfjhVUiINHZrZ7xDEwCknQQzP7oBTToIYFvcjjLIOYi6++GItWrQorffGYpwI\ncCaZhUkzXpZkF+ndu6U0N88DPvfpp5mvNRgyxIIfIFM7d2YexAwdav0UyNSePTbJlwkyMQgjVzIx\nmRgwgNkjZK6kJPOa8S5dpJNOsv3wgUyQiYGfnKyJOeUUghg4k+nuZBJBDMLJ9yCmf3+xQxkytn27\ndOqpmf8e62LghJNMzIABljGMx71pE3KXk3KyoUOlHTu8aQ9ym5NyMh5ZgDAiiEEk7NjhLIhhXQyc\nKCnJPIhp394WW3N9Q6acBDGnnEIQg8zV1tqGEJns9CnZ/Xf7di9aBDjnexDDiQAnnGZiCGLghJNy\nMomSMmQukbA+k2k5WZ8+ttnJ0aPetAu5af9+qVevzHZelKTTTpO2bfOmTYBTvgcxX/iC9Mknfn8q\nom77dpt5zBQpcDjhpJxMsoEoi/uRiSNHpHbt7IGCmYjFWBeDzG3f7myCJtnX6upcbxLgGEEMIsFp\nOdmQIdzkkZmqKtsMon//zH93yBAyMciMk1KyJIIYZGrrVmn48Mx/r1Mny+BQ2YAw8T2IGTbMTiK2\nvUW66ursRu0kEzN8uLRli/ttQu7audMWvbZrl/nvUk6GTDnZeTGJxf3I1NatNg5zgpIyhI3vQUyv\nXlJenlRa6vcnI6o++0zq0cNmgjI1YoS0ebP7bULucroeRiLzh8xt3iyNHOnsd8nEIFNbtjjLxEgE\nMQgf34MYiZIyZMZpKZlkg8p9+6SKClebhBzmdD2MZEHzpk3utge5bdMm50EMmRhkikwMcglBDELP\n6c5kkpSfb79Lf0O6Nm2yYMSJkSNtppPFr0hXNv2NbZaRqS1bCGKQOwhiEHpOdyZLGj6ckjKkb8MG\nadQoZ7/btavUuzclPkhfNpmYkSPJ/CF9x47ZK9MHXSYRxCBsCGIQehs3Or/JS6yLQWayCWIk6Ywz\nrM8CramstIejOs00FxTUP7wQaM0nn9j4K8/hyI8gBmETWBCzdWsQn4wo+vBDaexY578/YgQ7lCE9\nNTV2o3da3iNJp58uffyxe21C7tq61QKY/Hxnvx+LSaNHS+vXu9os5KhsSskkW4N14IBlc4AwCCSI\nGTWKiy7SU1dnA8LRo50fg3IypOuTT+yZHU52wks6/XQyMUhPNjuTJRHEIF3ZLOqXbNt5xm8Ik0CC\nmEGDpOpqae/eID4dUbJ9u9Snj9S9u/NjsGMU0pVtKZlEEIP0ZbMeJokgBun68ENpzJjsjjFunPTB\nB+60B8hWIEFMLCadeSYnAlrnxkX3lFOkI0d4NhFa9/HHtqYlG6yJQbo2bsyudFEiiEH61q6VJkzI\n7hhjxzJ2Q3gEEsRIFsSsWxfUpyMqPvoo+yAmL88u3GvWuNMm5C43MjFDhkiHD1vgDLRkzZrsB5UE\nMUhHVZWtiSETg1wSaBDz/vtBfTqiIttF/UkTJxLEoHUffpjd+ivJgubx4+lvaFlVlWX+zjwzu+MM\nGiQdPy4dOuROu5Cb1q+3TZU6dszuOMkgJpFwp11ANgILYsaPJ4hB69zIxEgEMWhdZaVlYrKdGZek\ns8+W3nkn++Mgd33wgW06ks0mEpKVZ48bR2UDWuZGKZlkz5ipq5P27cv+WEC2AgtixoyxeuCamqBa\ngLCrqLDdewhi4Id162w9S7aDSokgBq177z3pi19051jnniv9/e/uHAu5ad06d4KYZNDMJDTCILAg\npnNn23OcWl6k8s47FsC4MagcPdp2Oisvz/5YyE2rVknnnOPOsc45R1q92p1jITe9+6501lnuHOu8\n86SVK905FnLT2rVWAeOGc86hvyEcAgtiJGnyZGn58iBbgDB7+23p/PPdOVaHDjbLzuwRUlm1yma0\n3TBypD1FnR3xkMq777qXiZk0yQaVrFNAc+Jxq0SYONGd411wgbRihTvHArIRaBBz4YXS3/4WZAsQ\nZm4GMZIdi6AZqbgZxOTl2Sz7u++6czzkluT6K7dmxk85xdYplJS4czzklnXrbNfEk09253iTJ9v9\nua7OneMBThHEIJQSCfeDmIsvlpYtc+94yB2HD0u7d2e/vXJDkyYxW4nmrVxpuy526eLO8WIxKylj\nXQya8+apWUE9AAAbHElEQVSb0kUXuXe8fv2kvn1ZDoDgBRrEjBhh20x++mmQrUAYbd9us9lDh7p3\nzIsvlt56S6qtde+YyA3LltkgMD/fvWNecon0+uvuHQ+5Y+lSaepUd4953nlkmtG8N9+Upkxx95gX\nXEB/Q/ACDWJiMcvGvPVWkK1AGBUX20U3FnPvmAUFtj0kW5GiqVdflaZNc/eYF15oO1CVlbl7XETf\nG29YkOumSy+1fgw0VFdnYyy3g5jJk6mkQfACDWIkmx1/442gW4GweeUV6cor3T/uxRdbgAQ09Ne/\nuh/EdOliC7eZpEFD5eW2yPqCC9w97he/KO3dy7oYNLZ+vdSjhzR4sLvHnTbNrpusi0GQAg9ivvQl\nackSTgTUi8el116Tpk93/9hTp9qxgaQdO2xNjFuLrBu69FJKytDY8uW2S5Rb62GS2rWTLrvMBpZA\n0pIl0uWXu3/c006T+vRh8xIEy1EQU1JSoqlTp2rMmDEaO3asfvGLXzhuwLBhUs+enAiot3Kl7bYz\nYID7x54+3VLgR4+6f2xE06uvWrCR58GUzrRp0l/+4v5xEV2LFnkzQSPZcQli0NCiRdJXvuLNsZOT\n0EBQHN2227dvr5/97Gf66KOPtHLlSj3++OPasGGD40ZcdZX08suOfx05xqtSMsnS6hdcIBUVeXN8\nRM9LL9nN2AuTJkkHD0obN3pzfERLXZ304ovSNdd4c/zp0y3TXF3tzfERLfv2SR9+6P4mEkkzZkiL\nF3tzbCAdjoKY/v37a8KECZKkrl27atSoUdq9e7fjRnz5yzZbACQS0gsveDdzJEmzZtnAFTh0yNas\nzJzpzfHz8mzA+sIL3hwf0bJqldS9u7tbeTc0cKA0ejQL/GEWL7Zs8EkneXP8Cy+UtmyRdu705vhA\na7IuoNi+fbvWrFmjSZMmOT7GBRfYgsQskjnIEe++a1sgu/XQwebMnGnZnspK7z4D0fDSS1ZK1r27\nd59x7bUEMTB//rN09dXefsYNN0jz53v7GYiG//5vm7TzSvv2NklDf0NQsgpiysrKdO211+rRRx9V\n165dHR+nXTvpllukZ57JpjXIBX/4g3TTTe5urdzUgAG2kw/ZGPzxj9L113v7GRdeKH32GSVlbV1t\nrQ32rrvO28+57jorzy4v9/ZzEG67dtkDo//P//H2c265Rfqv//L2M4BUHD/araamRtdcc41uueUW\nzUoR6s+dO/fzfy4sLFRhYWHK4916q3TFFdL3v29BDdqeeFxasMCfLbdvv1363e9s1hJt06efSqtX\nS//zP95+Trt2dn178knpJz/x9rMQXkVFNoHixS54DfXrZ2uxXnxRuvlmbz8L4fXcc5YF7tzZ28+Z\nMkU6csSev+Z130buKC4uVrELz7uIJRKJRKa/lEgkNHv2bPXp00c/+9nPmj9wLKZMD3322dL3vmeL\nxdD2vPCC9POf+/MArcpK2zf/nXekU0/1/vMQPv/+77ZLXRabK6Zt61bp/PMtcOrY0fvPQ/jMmmUb\nSNxxh/ef9dJL0o9+JK1Y4f1nIXwSCVt39dRT9lBKr333u7aByeOPe/9ZyE1OYgbJYTnZ8uXL9dxz\nz2np0qWaOHGiJk6cqCIXtnu65x4pRUyENuDRR6VvftOfz+rYUfrqV6Vf/cqfz0O4VFdLv/2t9E//\n5M/nDRsmTZjA2pi2qqREWrbMv8zvl79s5UQ8uqBt+stfbDH/+ef783n/9E9WCl5a6s/nAUmOMjFp\nHdhBVFVdbQ9QWrKEtGRb8957NlP5ySdSvuMix8zs2CGddZbNkvfs6c9nIhx+/3srt/DzwaeLF0v/\n+q/2tHYvnkmD8Lr3Xruu+VlO+Mgj9rT2Z5/17zMRDpdcIs2ZY+tV/HLrrdKYMdIDD/j3mcgdTjMx\noQpiJLvwvv++RfVoO2bNki6+WLrvPn8/99ZbLe3+ne/4+7kITjwunXGGZWJaWKbnukTCNpT4j//w\ndgtxhMu+fdbfPvzQtkD2y+HD0ogRVlI2YoR/n4tgrV5tO4Zt3Wq7h/ll7VpbCrB5s9Sli3+fi9yQ\nM0HMsWN2wS0qsvIL5L5Vq2zb0c2bpU6d/P3s9ettILtxo9Srl7+fjWA8+6zViruwpjBjf/6zbV6y\nejXZmLbi29+WysqkX//a/89+6CG7trF7VNuQSNhzYa65xr9S2Yauu84mah580P/PRrTlTBAjSY89\nZqUXr7zicqMQOomEPafj+uulr389mDbceac9J4Sdo3Lf8eOWeXv+edtVx291dVanftdd0uzZ/n8+\n/LVli3TeedIHH9jOZH47elQaOdJKtM86y//Ph7+Kimxd6Ycf+puFSfr4Y7uubtwo9e7t/+cjunIq\niKmulsaNs91VKLvIbfPnWwnhu+/6txamqc8+k8aOlZYvl04/PZg2wB///u/Stm0WxATl73+3Zzd8\n/LG3D9lE8GbNsu2OgyxX/d3vrHRy+XKyf7msqkqaOFF6+OFgx013321juN/8Jrg2IHpyKoiRbCeX\nW26RPvqIG32uOnTIFgK+8II/20C25Je/tAcfLlvGc4py1Qcf2ILXtWulQYOCbcvtt0sdOgRTYgR/\n/OlPtv5pzZpgt9Wuq5MuuMAyf0Flu+G9737XrnF//rO3D4tuzZEjdl+fPz+YbDeiKeeCGMnKfCor\n2V0lFyUSVkI2YIA/z+loTV2ddNFFNkP+rW8F3Rq4rapKOvdc2yXqttuCbo3d6M8802Yrp08PujVw\n22ef2ZrOhQstExO0DRtsQLlihZWXIbesXm3PIFq71t/NI1JZuNA26VmzRurRI+jWIApyMog5flw6\n5xzp/vulf/gHd9qFcPjNb2zt06pV4Xn437ZtNuBYuNC//fXhj7vvtudmBD1L2dAbb1i2edUqe/Aq\nckM8Ll12me22OG9e0K2p96tfWVnZ3/7m/VPc4Z9Dh2y9009+Ygv6w+Kuu+wBmAsWhOeai/DKySBG\nsgVqU6dKixYxsMwVb75pu5i8+Wb41qD87//axXfFCmnIkKBbAzf89rd2g//738M3K/jDH1pgtXQp\nA8tcce+9tt5p8eJwlaYmEvaA39pae4QBA8voq6mxDMyYMeF7UHhFRX11w7/+a9CtQdjlbBAj2c4q\nt99uW6KGbdCLzHz4oc1S/td/2VaQYfSTn9jDEN96i22Xo+5//1e64w67dpxxRtCtOVEiYc8qOnzY\ngpkgdhSCe376U9u++29/C+e1o6LCJgUvusgCaAKZ6Kqrs3HR/v3SSy8FtzFOS3bvtt35vv99C6CB\nVJzGDJHYq2TGDOkHP7DB7+bNQbcGTm3YYPX/P/tZeAMYydbEXHGFtfHQoaBbA6f+8he7yS9cGM4A\nRrJB5FNP2YDk5pttVx9E0y9/aa+ionAGMJI9hyv5+IL/+38tiEb01NVZxcCmTVauFcYARrL1OUVF\n0gMPWDsBt0UiiJFsMe7cubY48a23gm4NMvX3v9sM4COPSDfeGHRrWhaLST/+sT0Ec8oU6ZNPgm4R\nMjV/vmU4XnopHAurW9K+vfQ//2ObmMyaZYv+ER11dbYL2c9/brsbhr0MtU8f6fXXpb/+1YL8mpqg\nW4RMVFVZVuOjjyxA6No16Ba1bPRom1D69rftsRkEznBTZIIYyS64zzxji9fYsSwaEgnpiSekq66y\ntQlRSSknA5mvf922f166NOgWIR3xuPQv/yL927/ZIC3orbvT1bGjBTKnnWZB18cfB90ipOPYMenq\nqy0oWLFCOuWUoFuUnn797Jq2f7/05S9bOSPC79NPbZv4igq7vnXrFnSL0jNunPT227YW6847CZzh\nnkgFMZKVIy1daru+3HmnPZEY4XT8uD2b4LHHrEb8y18OukWZicVsV6vnn5duuMEeIhaPB90qpLJr\nl3T55bbu6p13pPHjg25RZtq3lx5/3GYsp0yx8gtmLcNrzRqr9y8osJ3mCgqCblFmunSRXnxRGjXK\nzhUmasJt0SLbrXXmTHu2WqdOQbcoM4MHWxXN3r323KING4JuEXJB5IIYyXbiWLPGbvDjxkmvvhp0\ni9DUwoWWRs7Pl1aujPazCS691LbBXbrUBi3vvx90i9BQba0N/idMsBLAxYul3r2DbpVzt99um5n8\n53/ak7dLSoJuERqqqJAefNDWzT3wgGWaO3QIulXO5OdbGdwTT9h23/fdZ9klhMe+fdKcOdI991jQ\n+cADUl4kR26WOVq40K5xF11km+gwMYhsRPRUkLp3l5580p43cscddrNfvz7oVmH9epspeuAB6emn\nbdFyly5Btyp7p5xidb133WUbTNx1l7RnT9CtwtKlVjK2YIGtR/jud8O1ra1T55xjEzVnn23PgHjo\nIQaXQaurs3KYsWNtndz779u6q1xwxRX233PokE04/eY3DC6DVlUlPfqoTdr27i198EF0ymNbEotJ\nX/uarZMtKrKJ6EWLyDrDmcgGMUnTp1v9+JQp9nCxf/gHKyeBv9avtwX7U6dKF14orVtntbu5JBaz\nGbH16+2ZHmPHWrC2a1fQLWtbEgkLWC65xEpK77nH/n306KBb5q4OHSwoe/ttK70YMcK28KWE1l/x\nuJXvTJhgu489+aT0pz9Fr3ysNX362NbyL79cH6w99ZQNpuGf8nLpF7+Qhg+3ibNlyyxj0b170C1z\n1xe+YFU0P/2pPUfmoous79XVBd0yREkknhOTrkOHrKzk8celM8+U/vmfpSuv5NkLXonHbQblV7+y\nwPG+++z/edh3S3FLSYkt/n/uOZvJvOsuq/Xl2QveOH7cBlePPWY7ed1/v625Cuv2om774AN73sJf\n/2rbMd91l61ngDf27bNB/eOP245j999vG5S0hfM7kbAs549+ZP3u61+3c23o0KBblrs2b7YM2DPP\n2H3k3/7NMrFtQTxuEwM//akFcXffbZOiUS4LRmZy+mGXmaqqsi1Wf/tbuzDcdJPtaHbeeW1nwOOV\nujpp+XIr33nhBSs9+Od/th16oloXnq3Dh23G8re/tb53yy3W38aNaxsDHi9VVtrOT3/4g611uegi\nu8Fddll068KztWuX9P/+n/S730kDBlhAc+21DDDdcPiwrUd6/nm7zn3lK9I3viF98YtBtyw469bZ\n4HrBAvv/cP31tklL//5Btyz69uyxXQn/9Cdp40YLFO+4w7KubVEyy/7EE/Yso2nTrL9Nn557mSg0\nRhCTwpYtNlO+cKHNnF95pV2AL7lE6ts36NZFw2ef2exvUZGlf/v3t926brhBGjYs6NaFRyIhvftu\nfX+rrZW+9CV7FRa2nQxVtrZtsxvYK6/YDW38eOtr11/POdtQba3Nlj//vJVh9O9v17cZM6x2vq1O\nKmQikbDnbSxZYkHye+9ZoHzjjfbMHs7ZehUVlnl/8UUrczrjDAvypk2zc5QJwtZVV9tGN3/9q91L\nN22y7N7119v/x5NOCrqF4XH4sPTHP1p/W7HCJqFnzrQdKEeMYIIw1xDEpKGkxG72L79sW/4OGGDr\nNy68UDr3XMsqtPULcW2trflYudJeb78t7d5tO3RdcYXNiDDj27pEwtYxLF5sr9Wr7aY/ebKVCpx7\nrnTqqW03m5BUVWULilessL729tuWfbniChuMT5tGSUE6amttW+klS+y1YYNtCDB5sr3OPdfWcLT1\nG//Ro9LatZZlSfa57t3rg7+pU229G1pWXS0VF1tQs3SptHOndP75tjb1vPNs/VCfPkG3Mnj799sC\n9oavESNsIH755fb/jMCldceOWdCX7G+VlfVjt/POs6oHJhyijSAmQ7W1to7jb3+z17vvWplGcs/8\nMWNsYd3w4bYArWPHoFvsrupqaccOC1g++qj+58aNtp/7+efbxSF5gWjrwV22Kittlnf5cnu9+64N\nqMaNs/VbDfvb0KG5t47r+HFp+/b6fvbhh/bascMmD84/316TJ9v/g7Y+2M7W0aM2YEoO1Fevtv+n\nY8c2fg0bZsFNLgXTiYR08KC0dau9Nm60kqj337dnVIwbVx/cTZ4sDRwYdIuj78ABu4+++aYF02vX\nSj17WjAzdqwN3JOvfv1y6/xO9rcNG+y1fn39q6zMdhqcNMle558vnXxy0C2Ovk8/tf721lvW3z76\nyMYtDfvb8OH2s2fPoFuLdBDEuKCszBYxrl1rO55t2WKv7dvtRj9smDRokN30Gr769ZN69bKTJejB\nZzxuN5T9++21b5/93L3b/jt27LDXgQP23zJqlA2gR4+2n6NGMaPhl4MHrb+tW2c3vOSga/duW0jc\nsL8NGFD/M9nfevQIfvBZXd24ryVfu3dbP9u+3V5lZbZN9ahRdpMZM8Z+jhxJ2ZMfEgkbwCeDx+Rr\n2zYLeIYOtczgqada3+vX78RXt27BDj4TCZsMOHTIrl979tS/du+217Ztdg7l5dn5M2yYDWTGj7fJ\nguHDc2ML7rCrq7PvYs0au7Zt3myvLVvsmjF8uA06Bw2qv8YNGmT32d697dWlS/D97ejRxvfTZL/b\nscMG0smf+fmWaR89uvFr6NDgr9FtQTxukxVr11pAkxy7bd5sma7hw+261nTsluxvvXpF7+GhuYYg\nxkPxuJWiJQeYydeuXfZz/367sR45YidC8qTo1csCgk6dmn/l59sFrukrFpNqapp/VVfbgPDYMXsl\n/7mszGpIjxyxz+/b1wYeffvaa8AAG6Cccoq9Bg4kuxJW1dU28N+61fpYcpCW/Llvn33XZWU2sEwG\n0L162b936mSZw6b9rV27xn2s4c943D432ceSP5v2t4avI0csw5LsYw0HvP371w+KTz0192Zfc0l5\neX3AuW2blQY1DUr37bM+kexjDV/du9vPjh1tEqdDh8Y/kxM7iYQNbhv+rK21ksKKCgtQGv4sL7d+\nfuhQ/SsWszb06WPXtIbB/YAB0mmnWeBCCWJ4lZbWX9uavpL30tJSu/b06lUf1HTtaqV+nTqd+DM/\nv/761vBnLGZ9rKbGrnENfyavbc29jhyxgKVDB7u2nXxy/c/+/evvo0OH2qtHj6D/r6I5iYRdu7Zs\nqR+vNRy77d1b39/y8urHbb17199LG/az5KtDB+tfyX53ySWW4YVzBDEhUFdng7vS0vqb7vHjdkNO\n3pST/1xRYe9P9Ure/Ju+OnSwi3m3bif+7NHDTj5mGtuG2lq72TYc6JWVNe5jDV+1tfUDyKaDyfz8\nEweeHTo07m/NDV579mSmsa1IBhXNBbTHjlnw0TQITv6Umg+e8/Is+EkG3U2D7+SgIhmk51pZL1Kr\nqqofYJaW2r20vLz+Ptrwn+Nxu5bV1jb+WVdn17bk9a19+8bXuq5dm39162ZBC/2tbUgkrB817G/J\ne2nTcVtFRX0wXFtrP6+/3tbnwDmCGAAAAACR4jRmYA4VAAAAQKQQxAAAAACIFIIYAAAAAJHiOIgp\nKirSGWecoREjRuiHP/yhm20CAAAAgJQcBTG1tbW6++67VVRUpPXr12v+/PnasGGD221DgIqLi4Nu\nAhziu4s2vr/o4ruLNr6/aOP7a3scBTGrVq3S8OHDdeqpp6p9+/a64YYbtHDhQrfbhgBxMYguvrto\n4/uLLr67aOP7iza+v7bHURCza9cuDRky5PN/Hzx4sHbt2uVaowAAAAAgFUdBTIxHbwMAAAAIiKOH\nXa5cuVJz585VUVGRJOnhhx9WXl6eHnjggc/fM3z4cG3dutW9lgIAAADIKcOGDdOWLVsy/j1HQUw8\nHtfpp5+u119/XQMHDtS5556r+fPna9SoURk3AAAAAAAyke/ol/Lz9dhjj2n69Omqra3V7bffTgAD\nAAAAwBeOMjEAAAAAEBTHD7tMSuehl9/4xjc0YsQIjR8/XmvWrMn2I+GS1r674uJi9ejRQxMnTtTE\niRP10EMPBdBKNGfOnDkqKCjQuHHjUr6H8y68Wvv+OPfCq6SkRFOnTtWYMWM0duxY/eIXv2j2fZx/\n4ZTO98f5F06VlZWaNGmSJkyYoNGjR+s73/lOs+/j3AundL6/jM+9RBbi8Xhi2LBhiW3btiWqq6sT\n48ePT6xfv77RexYvXpy48sorE4lEIrFy5crEpEmTsvlIuCSd727p0qWJq666KqAWoiVvvvlm4r33\n3kuMHTu22b/nvAu31r4/zr3w2rNnT2LNmjWJRCKROHbsWGLkyJHc9yIkne+P8y+8jh8/nkgkEoma\nmprEpEmTEm+99Vajv+fcC7fWvr9Mz72sMjHpPPRy0aJFmj17tiRp0qRJOnz4sPbu3ZvNx8IF6T6w\nNEG1YShNmTJFvXr1Svn3nHfh1tr3J3HuhVX//v01YcIESVLXrl01atQo7d69u9F7OP/CK53vT+L8\nC6vOnTtLkqqrq1VbW6vevXs3+nvOvXBr7fuTMjv3sgpi0nnoZXPv2blzZzYfCxek893FYjGtWLFC\n48eP14wZM7R+/Xq/mwmHOO+ijXMvGrZv3641a9Zo0qRJjf6c8y8aUn1/nH/hVVdXpwkTJqigoEBT\np07V6NGjG/095164tfb9ZXruOdqdrOGHpaNpVMXDMoOXzndw1llnqaSkRJ07d9Yrr7yiWbNmadOm\nTT60Dm7gvIsuzr3wKysr07XXXqtHH31UXbt2PeHvOf/CraXvj/MvvPLy8rR27VodOXJE06dPV3Fx\nsQoLCxu9h3MvvFr7/jI997LKxAwaNEglJSWf/3tJSYkGDx7c4nt27typQYMGZfOxcEE63123bt0+\nT/1deeWVqqmpUWlpqa/thDOcd9HGuRduNTU1uuaaa3TLLbdo1qxZJ/w951+4tfb9cf6FX48ePfSl\nL31J77zzTqM/59yLhlTfX6bnXlZBzNlnn63Nmzdr+/btqq6u1h//+EfNnDmz0XtmzpypZ599VpK0\ncuVK9ezZUwUFBdl8LFyQzne3d+/ez2c0Vq1apUQi0Wz9IsKH8y7aOPfCK5FI6Pbbb9fo0aN17733\nNvsezr/wSuf74/wLpwMHDujw4cOSpIqKCr366quaOHFio/dw7oVXOt9fpudeVuVkqR56+cQTT0iS\nvva1r2nGjBlasmSJhg8fri5duujpp5/O5iPhknS+uxdeeEG//vWvlZ+fr86dO2vBggUBtxpJN954\no5YtW6YDBw5oyJAhmjdvnmpqaiRx3kVBa98f5154LV++XM8995zOPPPMz2/AP/jBD/Tpp59K4vwL\nu3S+P86/cNqzZ49mz56turo61dXV6atf/aouvfRSxpwRkc73l+m5x8MuAQAAAERK1g+7BAAAAAA/\nEcQAAAAAiBSCGAAAAACRQhADAAAAIFIIYgAAAABECkEMAAAAgEghiAEAAAAQKQQxAAAAACLl/wOE\nkSocRX73pwAAAABJRU5ErkJggg==\n",
       "text": [
        "<matplotlib.figure.Figure at 0x558fb90>"
       ]
      }
     ],
     "prompt_number": 5
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "An added advantage of the comb filter is that it is very easy to implement, since it requires only two multiplication per output sample _independently_ of $N$:\n",
      "\n",
      "$$\n",
      "    y[n] = \\rho^N y[n-N] + x[n] - \\rho x[n-1]\n",
      "$$\n",
      "\n",
      "With this, here's an idea for a guitar simulation: the string behavior is captured by a comb filter where $N$ is given by the period (in samples) of the desired fundamental frequency. Let's try it out:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "class guitar:\n",
      "    def __init__(self, pitch=110, fs=24000):\n",
      "        # init the class with desired pitch and underlying sampling frequency\n",
      "        self.M = np.round(fs / pitch) # fundamental period in samples\n",
      "        self.R = 0.9999               # decay factor\n",
      "        self.RM = self.R ** self.M \n",
      "        self.ybuf = np.zeros(self.M)  # output buffer (circular)\n",
      "        self.iy = 0                   # index into out buf\n",
      "        self.xbuf = 0                 # input buffer (just one sample)\n",
      "        \n",
      "    def play(self, x):\n",
      "        y = np.zeros(len(x))\n",
      "        for n in range(len(x)):\n",
      "            t = x[n] - self.R * self.xbuf + self.RM * self.ybuf[self.iy]\n",
      "            self.ybuf[self.iy] = t\n",
      "            self.iy = (self.iy + 1) % self.M\n",
      "            self.xbuf = x[n]\n",
      "            y[n] = t\n",
      "        return y"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 6
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Now we model the string plucking as a simple impulse signal in zero and we input that to the guitar model:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "# create a 2-second signal\n",
      "d = np.zeros(fs*2)\n",
      "# impulse in zero (string plucked)\n",
      "d[0] = 1\n",
      "\n",
      "# create the A string\n",
      "y = guitar(110, fs).play(d)\n",
      "Audio.Audio(data=y, rate=fs, embed=True)\n"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "\n",
        "                <audio controls=\"controls\" >\n",
        "                    <source src=\"data:audio/wav;base64,UklGRiR3AQBXQVZFZm10IBAAAAABAAEAwF0AAIC7AAACABAAZGF0YQB3AQD/fwWAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPH3HggAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIh6e4UAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADkdx+IAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAATnW1igAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAMdyPI0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABNcLaPAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA4W0ikgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIJrgJQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAxadKWAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA7GYXmQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALRkT5sAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACIYnudAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAaGCbnwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFRer6EAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABLXLejAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAATVq1pQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFtYp6cAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABzVo+pAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAllRsqwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAMNSP60AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD6UAivAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAO0/HsAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIVNfbIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADZSym0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAN0rLtQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAJ1IZbcAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAMR/a4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAhEV+ugAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAARE/rsAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACNQnW9AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHUHlvgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALY/TMAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABWPqzBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/jwEwwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAK07VMQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABkOp7FAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAITngxgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAOY3HMgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACxNlDJAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgzV+ygAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFw0pssAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA7M8fMAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIDLhzQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAsx9s4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD8LwXQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA8y4O0QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPAtEdIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADzLA7TAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+ysH1AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgr+dQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAaKufVAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAMinP1gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAE4os9cAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABwJ5HYAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAliZr2QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAMElQNoAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADxJBDbAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAJSTc2wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAF0jpNwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACaImfdAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA2yEm3gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAh4d4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABpIJjfAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAth9L4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAcf+uAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABcHqXhAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAtB1N4gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAd8eIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABwHJHjAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0xsu5AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADkbyOQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACjGl7lAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEBrx5QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAZgeYAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADzGA7nAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAaRiX5wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAOIXHugAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABfF6LoAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA3hYj6QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAF8WoekAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADkFR3qAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAaxWW6gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPUUDOsAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACBFIDrAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEBTx6wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKETX+wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA1E8zsAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAyxI27QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGMSnu0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD9EQPuAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAmhFm7gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADkRyO4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADaECfvAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAfRCE7wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACIQ3+8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADJDzjwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAcQ+P8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABwP5PAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADJDjjxAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAdw6J8QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACcO2fEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADZDSfyAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAjQ108gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEINv/IAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD5DAjzAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAsQxP8wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGsMlfMAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAmDNrzAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA4wsd9AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKILX/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABhC5/0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIwve9AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAOUKG/UAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACpClf1AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAbgqS9QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADQKzPUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD8CQT2AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAxQk79gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAI8JcfYAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABaCab2AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAJwna9gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPQIDPcAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADDCD73AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAkghu9wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGMInfcAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA1CMz3AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABwj59wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANsHJfgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACwB1H4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAhQd7+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFwHpfgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAzB834AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACwf1+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAOQGHPkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC+BkL5AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAmQZn+QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHUGjPkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABRBq/5AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALgbS+QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAwG9PkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADrBRb6AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAygU2+gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKoFVvoAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACLBXX6AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAbAWU+gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAE4FsvoAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAxBc/6AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFAXs+gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPgECPsAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADdBCP7AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAwgQ++wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKgEWfsAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACOBHL7AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAdQSL+wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFwEpPsAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABEBLz7AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALATU+wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABUE6/sAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD/AwH8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA6QMX/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANMDLfwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC+A0L8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAqQNX/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAJUDa/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACBA3/8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAbgOS/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFsDpfwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABJA7j8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANgPK/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACUD2/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAATA+38AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgP+/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPICDv0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADhAh/9AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0QIv/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAMICPv0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACzAk39AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAApAJc/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAJUCa/0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACHAnn9AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAeQKH/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGsClf0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABeAqL9AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAUQKv/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEQCvP0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA4Asn9AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKwLV/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAB8C4f0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAUAuz9AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAL4/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP0BA/4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADyAQ7+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA5wEZ/gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAN0BI/4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADSAS7+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAyAE4/gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAL4BQv4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC1AUv+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAqwFV/gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKIBXv4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACZAWf+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAkAFw/gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIgBeP4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAB/AYH+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAdwGJ/gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAG8Bkf4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABnAZn+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAXwGh/gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFgBqP4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABQAbD+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAASQG3/gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEIBvv4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA7AcX+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANAHM/gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC0B0/4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAnAdn+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAHg/gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABoB5v4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAUAez+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADgHy/gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA=\" type=\"audio/wav\" />\n",
        "                    Your browser does not support the audio element.\n",
        "                </audio>\n",
        "              "
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 7,
       "text": [
        "<Audio.Audio at 0x5b3a750>"
       ]
      }
     ],
     "prompt_number": 7
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Ouch! The pitch may be right but the timbre is grotesque! The reason becomes self-evident if we look at the frequency content:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "s = abs(np.fft.fftpack.fft(y));\n",
      "s = s[0:len(s)/2]\n",
      "plot(np.linspace(0,1,len(s))*(fs/2), s)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 8,
       "text": [
        "[<matplotlib.lines.Line2D at 0x6b60ef0>]"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": "iVBORw0KGgoAAAANSUhEUgAAAz8AAAEACAYAAACd5sgSAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
       "text": [
        "<matplotlib.figure.Figure at 0x5aeddb0>"
       ]
      }
     ],
     "prompt_number": 8
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Although we have multiples of the fundamental, we actually have _too many_ spectral lines and, because of the zero in the filter, a highpass characteristic. In a real-world guitar both the stiffness of the string and the response of the guitar's body would limit the number of harmonics to just a few, as we saw in the figure above where we analyzed the snippet from the song. \n",
      "\n",
      "Well, it's not too hard to get rid of unwanted spectral content: just add a lowpass filter. In this case we use a simple Butterworth that keeps only the first five harmonics:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from scipy import signal\n",
      "\n",
      "class guitar:\n",
      "    def __init__(self, pitch=110, fs=24000):\n",
      "        # init the class with desired pitch and underlying sampling frequency\n",
      "        self.M = np.round(fs / pitch) # fundamental period in samples\n",
      "        self.R = 0.9999               # decay factor\n",
      "        self.RM = self.R ** self.M \n",
      "        self.ybuf = np.zeros(self.M)  # output buffer (circular)\n",
      "        self.iy = 0                   # index into out buf\n",
      "        self.xbuf = 0                 # input buffer (just one sample)\n",
      "        # 6th-order Butterworth, keep 5 harmonics:\n",
      "        self.bfb, self.bfa = signal.butter(6, min(0.5, 5.0 * pitch / fs))\n",
      "        self.bfb *= 1000              # set a little gain \n",
      "        # initial conditions for the filter. We need this because we need to\n",
      "        # filter on a sample-by-sample basis later on\n",
      "        self.bfs = signal.lfiltic(self.bfb, self.bfa, [0])\n",
      "        \n",
      "    def play(self, x):\n",
      "        y = np.zeros(len(x))\n",
      "        for n in range(len(x)):\n",
      "            # comb filter\n",
      "            t = x[n] - self.R * self.xbuf + self.RM * self.ybuf[self.iy]\n",
      "            self.ybuf[self.iy] = t\n",
      "            self.iy = (self.iy + 1) % self.M\n",
      "            self.xbuf = x[n]\n",
      "            # lowpass filter, keep filter status for next sample\n",
      "            y[n], self.bfs = signal.lfilter(self.bfb, self.bfa, [t], zi=self.bfs)\n",
      "        return y"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 9
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "OK, let's give it a spin:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "y = guitar(110, fs).play(d)\n",
      "Audio.Audio(data=y, rate=fs, embed=True)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "\n",
        "                <audio controls=\"controls\" >\n",
        "                    <source src=\"data:audio/wav;base64,UklGRiR3AQBXQVZFZm10IBAAAAABAAEAwF0AAIC7AAACABAAZGF0YQB3AQAAAAAAAwAMACMATgCYAAwBswGXAsEDOAUCByQJoQt4DqoRNBURGTsdqyFaJjwrRzBxNaw67D8kRUdKSE8aVLFYAF38YJpk0GeVauBsqm7tb6RwynBdcFxvxG2Ya9hoiGWqYURdWlj1UhpN0UYkQBs5wDEeKj4iLBrzEZ0JNQHJ+GDwBujH363XwM8MyJnAb7mXshis+qVBoPWaGZaykcONUIpah+OE7IJ0gXyAAYADgH+AcYHXgquE64aRiZiM+Y+wk7aXBJyVoGClYKqNr+G0VLrfv3vFI8vO0HfWF9yo4SXnh+zK8ej23fujADkFmgnDDbARYBXQGP4b6R6PIfEjDibmJ3gpxyrSK5ssIy1tLXotTC3nLEssfSt/KlUpACiGJugkKiNRIV4fVh08GxMZ3xajFGISHxDdDZ8LZwk5BxcFAgP+AA3/L/1n+7X5Hfie9jn18PPD8rLxv/Do7y7vku4R7q3tZe047STtKu1J7X/ty+0r7qDuJ++/72bwHPHe8azyg/Nj9Er1NvYm9xn4DfkB+vT65fvS/Lv9nv56/04AGwHfAZkCSQPuA4gEFwWZBQ8GegbYBiwHewfJByAIiggQCb4JnAq0Cw4Nrw6eENwSaxVLGHob9R62IrYm7ypXL+QzjDhDPf5BsEZOS8tPG1QyWAVciV+0Ynxl2WfCaTJrImyNbG9sx2uSatBogWanY0VgXlz3VxVTvk35R85BRjtoND8t0yUwHl4Wag5dBkP+JfYO7gjmHt5Z1sLOZMdGwHG57LK+rO6mgqF/nOmXxZMVkN2MHorahxCGwoTug5SDsYNChEaFuIaViNiKfY1+kNaTf5d0m62fJKTUqLWtwLLvtzy9nsIQyIzNCtOE2PXdV+Ok6Nbt6fLY9578NwGgBdUJ1A2YESEVaxh2Gz8exyAMIw0lzCZJKIMpfSo2K7Ir8Sv2K8IrWSu8Ku4p8ijMJ34mCyV3I8Qh9x8SHhkcDhr2F9QVqhN7EUwPHQ3zCtAItganBKcCtgDY/g39V/u3+S/4wPZr9TH0EfMO8ibxWvCr7xfvnu5B7v/t1u3H7dDt8e0n7nPu1O5H78vvYPAE8bXxcvI68wz05fTE9an2kfd8+Gj5VPo/+yf8DP3s/cb+m/9mACsB5wGaAkID4AN0BPwEeAXpBU4GqAb4BkIHjAffB0UIxwhvCUcKWAupDEEOJBBVEtYUphfEGise2CHDJeUpNS6qMjk31zt5QBNFmEn+TTdSOVb5WWtdhmBAY5JlcmfbaMdpMmoXanNpRmiPZk5khmE3XmdaGVZTURpMdkZuQAo6UjNRLA8llh3wFSgORwZa/mn2fu6k5uXeS9fez6jIscEBu6C0lK7jqJSjrJ4vmiGWhZJej62MdYq1iG2HnYZEhl+G7Ybrh1WJJ4tdjfOP45IolryZmp28oRumsKp2r2W0eLmnvuvDP8mczvzTWdms3vDjH+k17izzAPis/CwBfQWbCYQNNBGpFOIX3BqWHRAgSCI/JPUlaSedKJIpSCrBKv8qBCvRKmoq0SkIKRIo8iarJUAktSIMIUkfbh2AG4EZdRdeFUATHRH6DtcMuQqhCJMGkASaArQA4P4f/XL72/lc+PX2p/Vz9FrzXPJ58bHwBfB07//uo+5i7jruK+407lTuie7U7jLvou8k8LXwVvED8rzygPNM9CH1/PXb9r/3pfiM+XP6WPs7/Bv99v3M/pz/YwAkAdwBiwIwA8oDWwTgBFoFyAUrBoMG0QYaB2IHtAcXCJYIOwkOChkLYwzyDcsP8BFjFCQXMBqFHR0h8yT+KDYtkzEINo06FT+WQwJIUExyUF5UCVhoW3FeHWFhYzdlmWaAZ+hnzWctZwdmWWQlYmtfL1x0WD5Ukk92SvFECj/JODcyXCtCJPIcdxXaDSUGY/6d9t7uMOec3yzY6NDayQnDfrxAtlWwxKqSpcWgYZxpmOGUzJEqj/6MR4sHijuJ5Ij/iIqJgorki6yN1o9dkj2VcJjxm7qfxKMLqIesM7EHtv26D8A3xW7Krc/v1C7aZN+L5J7pl+5z8yz4v/wlAV8FZgk5DdUQNxReF0ga8xxfH4shdyMjJZAmvSesKF4p1SkSKhYq5SmAKeooJSg1Jxsm2yR4I/UhVSCcHswc6Br0GPMW6BTVEr8Qpw6QDH4KcghuBnYEjAKwAOb+L/2L+/35hvgm9+D1s/Sg86fyyfEG8V3w0O9c7wPvw+6d7o7ulu617uruM++P7/3ve/AK8afxUPIF88XzjfRd9TP2Dvft9834r/mR+nL7UPwr/QL+0/6e/2EAHgHSAX0CHgO2A0MExQQ8BagFCQZfBqsG8gY6B4kH6wdnCAgJ1wncCh8MpQ10D40R8xOkFqAZ4hxnICckHCg9LIEw3jRKObk9IUJ1RqpKtk6MUiNWb1loXAVfPWEJY2JkRGWqZZBl9GTTYy9iB2BcXTJai1ZsUtpN20h0Q649kDciMW0qeiNTHAAVjQ0DBmz+0fY977nnT+AH2ezRBMtaxPO917cNspqshqfTooeepZoxlyyUmZF5j8uNkozLi3WLkIsYjAqNZY4jkEGSupSKl6yaGZ7NocKl8alUruayn7d6vHDBfMaWy7jQ3dX/2hjgIuUZ6vfuuPNY+NH8HwFBBTIJ8Ax4EMgT3Ra2GVMcsh7SILQiViS7JeImzCd6KO4oKSkuKf4omygIKEgnXCZJJRAktCI6IaMf8x0tHFMaahh0FnQUbRJiEFYOSwxECkMISwZeBH0CrADs/j79pPse+q/4V/cY9vH05PPx8hfyWPG08CnwuO9h7yPv/e7u7vfuFe9I74/v6e9V8NHwXPH28ZzyTfMI9Mz0mPVp9j/3Gfj1+NL5r/qL+2X8O/0N/tn+oP9fABcByAFvAg0DoQMrBKsEHwWJBegFPAaHBswGEgdgB78HOAjWCKEJoArcC1oNHw8sEYUTJxYSGUMctB9fIz4nSCt1L7ozDjhkPLRA8EQOSQNNxFBHVIFXalr4XCRf5mA4YhVjeWNfY8ZirGERYPVdWVtAWK5UpVAsTEhHAEJZPF02EzCDKbYithuMFEIN4QV1/gT3mu8/6P7g39nq0inMo8Vfv2W5u7Nnrm6p1aShoNWcc5l/lvqT5pFCkA+PTI75jROOmI6Fj9iQjZKflAuXy5nbnDag1aO0p8yrF7CPtC+5773KwrnHt8y90cbWy9vI4LflkupW7/zzgvji/BkBJAUACakMHRBaE18WKBm3GwgeHSD0IY4j6yQLJvAmmycMKEYoSygbKLsnKydvJogleyRJI/UhgiD0Hk0dkRvCGeQX+BUDFAgSCBAHDgcMCwoVCCgGRgRwAqgA8v5N/bz7P/rY+If3TvYu9Sf0OfNk8qnxCPGB8BLwve+A71vvTO9V73LvpO/q70LwrPAl8a3xQ/Lm8pPzSvQK9dH1nvZw90X4HPn0+c36pPt5/Er9GP7g/qL/XQARAb4BYQL8Ao0DFASRBAMFagXHBRkGYwamBusGNweUBwsIpQhrCWYKmwsQDcsOzRAZE60ViBinGwUfnCJlJlkqby6dMtg2FztOP3NDe0daSwZPdlKeVXdY91oWXc9eGmDyYFRhO2GlYJFf/13uW2FZWVbaUuhOiEq/RZNADDsxNQkvnSj2IR0bGxT5DMEFff429/Tvwuip4bHa49NHzeXGxMDrumC1KbBMq82msKL4nqmbxphPlkaUq5J/kcCQbpCIkAqR8pE+k+mU8JZOmf+b/55HotKlm6mdrdCxMLa2uly/HMTwyNLNvNKp15PcdOFI5gjrsu8/9Kv49PwTAQgFzghjDMQP8BLjFZ4YHhtiHWwfOSHKIh8kOSUZJsAmLydoJ2wnPifgJlMmmyW5JLEjhiI5Ic8fSR6sHPkaNBlgF38VlROkEa8PuQ3FC9QJ6QcGBi4EYgKlAPj+XP3T+176//i294T2avVo9H/zr/L48Vvx1vBq8Bfw2++276nvse/O7//vQ/CZ8ADxd/H88Y/yLvPY84v0R/UJ9tL2n/dv+EL5Fvrp+rz7jPxZ/SL+5v6k/1sACwG0AVQC7AJ5A/0DeATnBEwFpwX4BT8GggbFBg8HagffB3UINwksClsLyAx5DnEQrxI1FQAYDhtZHt0hkSVwKW8thTGpNdE58T3/QfBFuklSTa5QxlOOVgFZFVvDXAde2146XyJfj16CXfhb8llzV3xUEVE1TexIPkQvP8Y5CzQFLr0nOyGIGqwTsQyhBYb+ZvdN8EPpUOJ/29fUX84gyCHCaLz8tuKxIK25qLOkEKHTnQCblpiYlgeV4ZMmk9aS75Juk1KUlpU4lzSZhZsnnhahTKTEp3irZK+As8e3NLzBwGbFIMrnzrbTiNhX3R3i1uZ86wzwf/TU+AT9DQHsBJ0IHwxtD4cSahUWGIgawBy+HoEgCSJXI2wkRyXqJVcmjiaTJmUmCSZ/Jcsk7iPsIschgiAfH6IdDRxkGqkY3xYIFSkTQxFZD24NhAudCb0H5QUXBFUCoQD+/mv96vt++ib55Pe49qT1qPTE8/nyRvKs8SrxwPBu8DTwEPAD8AvwJ/BX8Jrw7vBT8cfxSvLZ8nXzG/TK9IL1QPYF9833mfhn+Tb6BfvT+5/8aP0s/uz+pv9ZAAYBqwFHAtsCZgPnA18EzAQvBYgF1wUdBl4GnwboBkEHswdHCAQJ9AkcC4IMKQ4WEEgSwBR8F3kash0iIcIkiyh0LHQwgTSSOJs8k0BuRCNIp0vxTvdRsFQVVx5Zw1oAXM9cLV0VXYVcfVv8WQJYkFWqUlFPiktaR8VC0j2HOOwyBy3iJoMg9Rk/E2sMggWO/pb3o/DA6fTiSdzF1XHPVcl3w929j7iRs+mum6qrphyj8Z8tndGa3phVlzaWf5UxlUmVxpWkluKXe5lrm7CdRKAio0amq6lLrSGxJrVWuau9HsKqxknL9s+r1GLZFt7C4mHn7etk8L/0+/gV/QcB0QRuCNwLGA8hEvQUkRf1GSIcFB7OH04hlCKiI3kkGSWDJbklviWRJTclsCQAJCgjKyINIc4fcx7/HHMb0hkhGGAWlBS/EuMQBA8kDUQLaAmSB8QFAARIAp4ABP95/QH8nPpM+RD47Pbe9ef0CPRB85Ly+/F88RTxxPCL8GjwW/Bj8H/wrvDv8EHxpPEW8pXyIvO68130CPW89Xb2Nvf798L4jPlW+iH76vuy/Hb9Nv7y/qj/VwAAAaEBOwLMAlMD0gNHBLIEEwVpBbYF+wU7BnsGwgYZB4kHGQjTCL0J3wo9DNsNvQ/jEU4U+hbmGQ4dayD3I6snfitoL18zWTdMOy4/9EKVRgZKPU0zUN1SNFUyV85YBFrPWipbE1uHWoRZC1gcVrhT4lCbTelJ0EVVQX08TzfTMQ8sCybQH2YZ1RInDGQFlv7E9/jwO+qV4w7drtZ90IPKxcRLvxq6N7WpsHKsmKgdpQSiT58AnRibl5l+mMuXf5eWlxCY6pggmrGbl53Pn1SiI6U2qIirFK/UssO23LoZv3PD58dszP/QmtU32tHeY+Pp51zsuvD99CL5Jf0BAbYEPwiaC8UOvRGAFA8XZhmGG24dHh+WINUh3iKwI0wktCTpJO0kwiRpJOYjOSNmIm8hViAfH8sdXhzbGkQZmxflFSMUWBKGELEO2wwGCzQJaQelBeoDPAKaAAn/h/0X/Lr6cfk8+B73FfYk9Ur0h/Pc8kjyzPFn8Rjx4fC+8LLwufDU8ALxQvGT8fPxY/Lg8mnz/vOd9EX19fWr9mf3J/jq+K/5dvo8+wH8xPyE/UD++P6q/1UA+wCYAS4CvAJBA70DLwSYBPcESwWXBdoFGAZXBp0G8gZfB+wHogiHCaMK+QuPDWYPgRHdE3sWWBltHLgfMSPQJo4qYy5EMig2BTrRPYNBD0VtSJNLeE4TUV5TUFXkVhNY2lgzWRxZk1iWVyVWQVTqUSNP70tRSE9E7D8vOx42wDAcKzklIB/ZGG0S5AtGBZ7+8vdL8bPqMuTP3ZLXhNGqywzGsMCcu9S2X7JArnuqE6cLpGWhIp9FncybuZoLmsCZ15lOmiObU5zanbaf4qFZpBmnGqpardKwfrRYuFq8f8DCxBzJic0D0oTWCNuI3wHkbujJ7A7xOvVI+TX9/ACcBBIIWgtzDlsRDxSPFtoY7hrMHHIe4h8bIR0i6yKDI+kjHSQhJPcjoCMgI3ciqCG2IKQfcx4nHcIbRxq4GBkXbBWzE/IRKxBgDpQMyQoCCUAHhQXVAy8ClwAO/5X9LfzX+pX5Z/hP90z2YPWL9MzzJPOU8hryt/Fr8TTxE/EG8Q3xKPFV8ZPx4vFB8q7yKPOv80D03PSA9Sz23vaW91L4EfnS+ZT6VvsX/Nb8kv1K/v7+rP9TAPUAkAEiAq0CLwOoAxgEfgTbBC4FeAW6BfcFNAZ4BswGNgfBB3IIUwloCrcLRA0RDyARcBP/FcwY0BsJH24i+iWjKWItLjH9NMU4fDwZQJJD3UbyScdMVE+SUXlTBFUtVu9WRlcwV6pWslVKVG9SJlBuTUxKwkbVQos+6DnzNLMvLipsJHQeUBgHEqILKQWl/h74nPEp68vki95x2ITSy8xMxw3CFb1ouAu0A7BTrP6oBqZvozmhZp/2neicPZz0mwucf5xQnXme+J/KoemjU6YDqfWrIq+Hsh+247nPvd7BCcZLyqDOAdNp19TbPOCc5PDoM+1h8XX1bflE/fYAgwTlBxsLIw77EKATExZRGFoaLRzKHTIfZCBhISoivyIjI1YjWiMwI9wiXiK4Ie4gAiD1HssdhhwpG7YZMBiaFvYURxOPEdIPEQ5PDI4K0AgYB2cFvwMjApQAFP+i/UL88/q4+ZH4f/eC9pv1yvQP9Gvz3vJn8gbyu/GG8WXxWfFg8XrxpvHj8TDyjfL38m/z8/OB9Bn1uvVi9hH3xfd9+Dj59Pmy+nD7Lfzn/J/9U/4D/67/UgDwAIcBFwKeAh0DlAMBBGYEwAQSBVoFmgXWBRIGVQamBg4HlgdECB8JLgp2C/sMvg7BEAQThhVDGDcbXR6wISglvShoLB8w2DOLNy47tz4dQlZFWUgfS55Nz0+sUS9TUVQPVWVVT1XLVNlTeFKoUGtOw0uxSDtFZEEyPag4zzOrLkUpoyPMHcoXpBFiCwwFrf5K+OzxnOth5UTfTNl/0+bNhchjw4e+87mvtb2xIa7eqvenbqVEo3uhE6ALn2SeHJ4znqWecZ+UoAqi0qPmpUKo5KrFreGwM7S3t2a7Pb81w0nHdMuwz/nTSdic3OvgM+Vv6ZvtsfGw9ZH5U/3xAGoEuQfeCtUNnRA0E5kVyhfIGZEbJh2GHrEfqSBtIQAiYSKTIpcibiIbIqAh/iA4IFEfSh4mHegbkxooGaoXHRaCFNwSLhF6D8MNCwxTCp8I8AZJBasDFwKRABn/r/1W/A/72/m6+K73tvbU9Qj1UfSx8yfzsvJT8gry1vG28arxsfHK8fXxMfJ98tfyP/O08zX0wPRV9fP1l/ZC9/L3pvhd+Rb60PqJ+0L8+Pys/V3+Cf+w/1AA6wB/AQsCkAIMA4AD6wNNBKYE9gQ8BXsFtQXwBTIGgQboBmwHFgjtCPYJNwuzDG0OZRCbEg8VvRehGrYd9iBbJN0ncysVL7oyWTbnOV09sEDXQ8pGgEnxSxdO6k9kUYBSOlONU3hT91IKUrFQ6066TCBKIEe9Q/s/4DtwN7Eyqi1hKN4iKB1HF0IRIwvwBLT+dPg68gzs9OX53yLaddT6zrfJssTwv3a7Sbdts+WvtKzdqWKnRKWFoySiI6F/oDmgT6C+oIahoqIRpM+l16cnqrmsi6+Wsta1RrnhvKLAhMSCyJbMu9Ds1CXZX92X4cfl7OkA7gDy6fW1+WL97ABRBI8HogqJDUEQyhIiFUcXOhn5GoUc3R0CH/QftSBEIaMh1CHYIbAhXyHmIEgghx+kHqMdhRxOGwAanRgoF6MVERR0Es8QJQ93DcgLGgpwCMoGLAWWAwwCjQAe/7z9a/wr+/354vjc9+r2DPZE9ZL09fNt8/zyn/JX8iTyBfL58QDyGfJD8n3yx/Ig84bz+PN29P/0kPUq9sv2cvcf+M/4gvk2+uz6ovtW/An9uf1m/g7/sf9OAOYAdgEAAoIC+wJtA9YDNgSMBNoEHwVdBZYFzwUPBl0GwQZDB+kHuwi/CfkKbQwdDgoQNRKbFDoXDhoSHUAgkiMAJ4MqES6iMS01qDgKPEs/YUJDRepHTkpoTDBOok+4UG5RwFGrUS1RRVDzTjdNE0uHSJdFR0KaPpU6PjaZMa0sgicdIoccxhbjEOUK1QS7/p74hvJ77ITmquDz2mXVCdDjyvnFUsHxvNu4E7WfsYCuuatLqTmnhKUrpC6jjqJKol+izKKPo6akDabAp76pAayFrkexQbRvt8y6VL4Aws3FtMmyzcDR2tX72R7eP+JY5mbqZO5O8iD22Plx/ecAOQRlB2cKPg3oD2ISrRTHFq4YZBrnGzgdVx5EHwAgjCDpIBkhHSH2IKcgMSCWH9ke+x3/HOgbuBpwGRUYqBYrFaITDhJzENEOLQ2HC+IJQQilBg8FgwMBAooAI//J/X78Rfse+gr5Cfgc90P2gPXR9Df0s/ND8+nyo/Jw8lLyRvJN8mXyj/LI8hDzZ/PL8zv0tvQ79cr1Yfb+9qL3Svj2+KX5VvoI+7r7a/wa/cb9b/4T/7P/TADhAG4B9QF0AusCWgPAAx4EcwS/BAMFPwV3Ba8F7gU6BpwGGwe+B4sIiQm8CigMzw2yD9ARKRS5Fn4ZcRyOH84iKSaYKRMtkDAHNG83vzrtPfJAxUNdRrRIwkqBTOtN+06tT/1P6E9tT4pOQE2NS3RJ90YXRNlAQT1SORI1hzC3K6gmYSHpG0gWhhCpCroEwv7H+NDy5uwR51fhv9tR1hLRCMw6x6zCY75jurG2ULNCsIqtKqsjqXenJqYvpZKkT6RkpM+kjqWepv2nqKmaq9GtR7D5suO1ALlKvL6/V8MOx+DKx86/0sPWzdrZ3uPi5ubd6sXumfJX9vr5f/3iACIEPAcuCvUMkA/9ETsUSRYmGNIZTRuXHK8dlx5PH9gfNCBiIGYgQCDyH38f5x4uHlUdXxxOGyQa5BiQFysWthQ2E6sRGBB/DuQMRwusCRMIgAbzBG8D9QGHACf/1f2S/F/7P/ow+TX4Tfd59rr1D/V49PfzivMx8+zyu/Kd8pLymfKw8tnyEfNY86zzDvR89PT0d/UC9pb2MPfQ93X4HfnJ+Xb6JPvS+378Kv3S/Xf+GP+1/0sA3ABmAeoBZgLbAkcDrAMIBFsEpQTnBCIFWQWQBc0FGAZ4BvQGkwdcCFUJgQrlC4MNWw9uEboTPBbxGNQb4B4OIlYlsygaLIQv6DI9Nno5lzyMP09C2UQjRyVJ2ko9TEdN9U1DTi9Ot03ZTJVL7EnfR29Fn0JzP+47FTjtM3svxSrSJakgTxvNFSsQbgqgBMn+7vgZ81DtmucA4ofcN9cV0ifNc8j+w82/5LtGuPe0+rFRr/6sA6tgqRaoJKeLpkmmXabGpoGnjKjjqYSrbK2Wr/+xo7R8t4i6wL0hwaXESMgFzNfPudOm15rbkN+E43DnUusk7+PyjPYb+oz93QALBBQH9gmtDDoPmRHLE84VoRdEGbca+RsLHe4doh4pH4IfsB+zH44fQh/RHj0eiB2zHMMbtxqUGVoYDhewFUQUyxJJEb8PLw6dDAkLdgnnB1wG2ARcA+sBhAAs/+H9pfx5+176Vvlg+H33rvby9Uv1uPQ59M/zePM18wXz5/Lc8uPy+vIh81jznvPw81D0u/Qx9bH1OfbK9mH3/fee+EP56/mU+j776fuS/Dn93v2A/h3/tv9JANcAXwHfAVkCywI1A5cD8QNDBIwEzAQGBTsFcQWtBfYFVAbNBmkHLgghCUcKows4DQYPDhFNE8EVZxg7GzUeUiGIJNInJit9Ls8xETU9OEk7LT7hQF1DmkWRRz1JmEqcS0ZMk0x/TAlMMEv0SVRIUkbwQzBBFT6kOuA2zjJ1LtkpAiX0H7gaVRXRDzUKhwTQ/hb5YPO37SHopuJL3RjYEtNAzqbJSsUvwVy90rmVtqmzD7HJrtisPqv7qQ+peag4qEyos6hqqW6qv6tXrTSvUrGus0O2DbkHvC6/fMLtxXzJJM3h0K7Uhdhj3EPgIeT458Trge8s88D2O/qa/dgA9QPtBr8JZwzmDjgRXhNVFR4XuBgjGl8baxxJHfkdfR7UHgEfBB/gHpYeJx6WHeUcFRwpGyQaBxnUF48WOBXUE2QS6hBoD+ENVwzMCkIJuwc5Br0ESgPgAYIAMf/s/bf8kvt9+nv5ivis9+H2KvaG9fb0evQS9L3ze/NM8zDzJfMr80LzaPOe8+LzM/SR9Pn0bfXq9W/2/faQ9yn4x/ho+Qz6svpZ+//7pfxJ/er9iP4i/7j/RwDSAFcB1QFMArwCJAOEA9wDKwRyBLIE6gQeBVMFjgXVBTEGqAZABwEI7wgOCmML7wyzDq8Q4hJJFeEXpBqPHZogvyP2JjgqfS28MOwzBjcCOtU8ej/pQRpEBkapR/xI+0mhSuxK2UpmSpFJW0jFRs5EeULIP748YDmxNbYxdS3yKDUkRB8lGt8Ueg/8CW4E1v48+abzHO6l6EjjC9702ArUUs/Syo7GisLMvlW7K7hOtcKyibCjrhKt1qvvqlyqHaoxqpWqSKtHrJCtH6/ysAWzU7Xat5S6f72UwNDDLsepyj3O5dGd1V/ZKN3z4LvkfOgz7Nzvc/Pz9lv6p/3TAN8DxwaJCSMMlA7ZEPMS4BSfFjAYkxnHGs4bpxxUHdQdKh5WHlkeNR7tHYAd8xxFHHobkxqTGXwYUBcSFsMUZxP+EYwQEw+UDRMMkQoPCZAHFwajBDgD1gF/ADX/+P3J/Kr7nPqf+bP42vcT92D2wPUz9br0VPQB9MDzkvN282zzcvOI867z4vMl9HT00PQ29af1Ivak9i73v/dV+O/4jfkt+tD6cvsV/Lf8WP31/ZD+J/+6/0YAzgBQAcsBPwKtAhIDcAPGAxQEWgSYBM8EAgU2BW8FtQUPBoMGGAfVB70I1wkkC6gMYg5TEHoS1BRdFxEa6xzmH/kiHyZPKYIsry/OMtc1wTiGOxw+fUCiQoREHUZpR2JIBUlPSTxJy0j7R8xGPkVSQwpBaD5vOyM4iDSjMHosEChtI5celRlsFCUPxQlVBN3+Yfnq83/uJunm48bezNn91F/Q+MvLx97DNMDQvLe567ZttECyZLDcrqetxKw1rPerCqxsrButFa5Xr96wprKutO+2aLkUvO6+8sEcxWfI0MtQz+TSh9Y02ujdnuFR5f7ooew18LjzJfd7+rT9zwDKA6IGVAngC0MOfBCKEmwUIhaqFwYZNBo1GwkcshwwHYMdrh2xHY8dRx3eHFMcqRviGgEaBhn1F9AWmBVRFPsSmxExEMAOSQ3QC1YK3QhnB/UFiQQmA8wBfAA5/wP+2/zC+7r6wvnb+Af4RfeV9vn1b/X49JT0Q/QE9NfzvPOx87fzzfPy8yX0ZvS09A31cvXg9Vj22PZf9+z3f/gW+bD5Tvrs+oz7K/zJ/Gb9Af6Y/iz/u/9EAMkASAHBATMCngIBA10DsQP+A0IEfgS0BOcEGQVRBZYF7QVfBvEGqQeNCKEJ5wpiDBMO+Q8UEmEU3BaBGUwcNh84IkwlayiMK6cutTGtNIg3PTrFPBk/MkEJQ5pE30XTRnJHukenRzlHbkZFRcBD3kGiPw89JzrtNmYzly+EKzMnqiLuHQcZ+xPRDo8JPQTj/ob5LfTf7qTpgeR+35/a6tVm0RfNAckqxZTBQ747u364DrbtsxyynLBtr5CuA67HrdqtOq7lrtmvFLGTslG0TbaDuO66i71VwEnDYcaayfDMXdDd02zXBdul3kbi5eV96QztjPD881b3mfrB/coAtQN9BiEJngv0DSEQJBL8E6gVKBd7GKMZnhpuGxQcjhzgHAodDR3rHKYcPhy2GxAbThpxGXwYcRdSFiEV4ROTEjoR1w9uDgANjwsdCqwIPgfUBXAEFAPCAXkAPv8O/u382vvX+uT5A/kz+HX3yfYw9qn1NfXT9IT0RvQa9P/z9fP78xD0NfRn9Kb08vRK9az1GPaN9gv3j/cZ+Kj4PPnT+W36CPuk+0D82/x1/Qz+oP4w/73/QwDFAEEBtwEnAo8C8QJLA50D6AMqBGYEmgTLBP0ENAV3Bc0FPAbLBn8HXghrCasKHgzFDaEPsBHwE14W9BiwG4keeyF/JIwnnCqmLaMwizNVNvs4dTu8Pco/l0EfQ11ETEXoRS5GHEawRelEx0NKQnJAQz6+O+Y4vjVLMpAulCpbJuohSR19GI0Tfw5bCSYE6f6p+W70Pu8g6hnlMeBt29PWZ9IwzjHKbsbswq6/t7wJuqa3kbXKs1KyKrFRsMivja+fr/2vpbCUsciyPrTzteS3DbprvPq+tMGYxJ/Hx8oKzmTR0dRM2NHbXd/q4nXm+ul07eLwPvSG97f6zf3GAKADWQbuCF4Lpw3ID8ARjRMwFagW9BcVGQsa1xp4G/EbQRxqHG0cTBwIHKIbHRt7Gr0Z5Rj1F+8W1xWsFHMTLBLaEIAPHw64DE8L5Ql8CBYHtAVYBAMDuAF3AEL/Gf7+/PH78/oG+in5Xvik9/z2Zvbi9XH1EfXD9If0XPRC9Dj0PfRS9Hb0p/Tl9C/1hfXl9U/2wvY89733RfjR+GL59fmM+iT7vPtV/O38g/0X/qj+Nf++/0EAwQA6Aa4BGwKBAuACOAOJA9IDEwRNBIEEsQThBBcFWQWtBRkGpQZWBzAINwlwCtsLeQ1LD04RghPiFWsYFxvhHcIgtSOxJrApqiyWL24yKTXBNy06aDxqPi1ArUHkQs1DZkSqRJlEL0RtQ1FC3EAPP+s8dDqsN5U0NTGPLakphyUvIacc9hchEy8OJwkPBO/+zPmu9JrvmOqu5eHgN9y212PTQ89ay6zHPsQRwSq+i7s2uSy3b7X/s92yCbKDsUmxW7G3sVuyRbNytOC1jLdyuZC74L1hwAzD4MXXyO3LHc9l0r/VJ9mZ3BHgiuMC53Pq2+018X/0tffU+tn9wgCMAzYGvQgfC1wNcQ9eESETuxQrFnAXixh8GUMa4RpXG6UbzRvQG7AbbRsKG4ga6RkuGVsYcRdxFl4VOhQHE8gRfRAqD9ENcgwRC68JTQjvBpQFQATzAq4BdABG/yP+Dv0H/A/7J/pP+Yj40vcu95v2Gvar9U31AfXG9Jz0gvR59H70k/S19Ob0IvVr9b/1HfaF9vX2bPfr92/4+fiG+Rf6qvo++9T7afz+/JD9If6v/jn/v/9AAL0ANAGlAQ8CcwLRAicDdQO9A/0DNgRoBJcExgT7BDsFjQX4BYAGLQcCCAQJNgqZCy8N9g7vEBYTaRXkF4EaPB0OIPAi3CXKKLMrkC5YMQQ0jTbsOBo7ET3LPkJAckFXQuxCL0MeQ7dC+EHiQHY/sz2bOzE5eDZzMyUwlCzDKLgkeCAJHHIXtxLhDfQI+QP1/u/57PT17w7rP+aN4f3cldhZ1FDQfczjyIjFbcKWvwW9vbq+uAq3o7WHtLizNLP8sg2zZ7MItOy0E7Z5txy5+LoKvU2/wMFdxCHHB8oMzSvQYdOo1v7ZXd3B4CjkjOfq6j/uh/G+9OP38frl/b4AeQMUBo0I4goSDRwP/hC4EkkUsBXvFgMY7xiyGUwawBoMGzQbNxsXG9UadBr1GVoZoxjVF+8W9RXoFMoTnhJmESIQ1w6EDS0M1Ap5CSAIyAZ2BSgE4gKlAXIASv8u/h79Hfwq+0f6dPmx+P/3X/fP9lH25PWI9T71BPXb9ML0uPS+9NL09PQj9V71pfX49VT2ufYn95z3GPiZ+B/5qvk3+sf6Wfvr+338Dv2e/Sv+tv4+/8H/PwC4AC0BmwEEAmYCwQIVA2IDqAPnAx4EUAR+BKwE3wQeBW8F1wVdBgUH1gfTCP4JWQvmDKQOkRCtEvMUYBfvGZocXR8vIgsl6SfCKo8tRzDlMmA1sjfUOcA7cD3fPglA6EB7QbxBrEFGQYxAfD8XPl48Ujr2N0s1VzIbL54r4iftI8UfbhvwFlASlA3DCOMD+/4Q+ir1TvCC683mNeK+3W7ZStVX0ZnNE8rKxsHD+cB3vju8R7qduD23KLZdtdy0pbS2tA61q7WLtqu3CrmjunW8e76zwBfDpsVbyDHLJc4z0VfUjNfP2hzebuHB5BPoX+uh7tfx/fQQ+A378f25AGYD8gVeCKYKygzIDqAQUBLZEzkVcBZ/F2UYJBm7GSwadxqdGqAagRpBGuIZZhnOGBsYURdxFnwVdRRdEzgSBhHJD4UOOg3qC5gKRQnzB6MGVwURBNMCnAFvAE7/OP4u/TP8Rftn+pj52vgs+I73AveG9hz2wvV59UH1GfUA9ff0/PQQ9TH1X/WZ9d/1L/aJ9uz2V/fK90P4wvhF+c35V/rk+nL7AfyQ/B79q/02/r3+Qv/C/z0AtQAmAZMB+QFZArICBANQA5QD0QMIBDgEZQSSBMQEAgVRBbYFOQbfBqsHogjHCRoLnwxTDjYQRhJ/FN8WYBn8G68eciE+JA0n1imTLD0vzDE5NH42lTh2Oh08hD2nPoI/EUBRQEFA3j8oPx4+wDwROxA5wTYlNEExFy6tKgUnJyMVH9cachbrEUkNkwjNAwH/Mfpl9aTw8+tY59nie95D2jbWWdKvzj3LBsgNxVXC4b+xvci7J7rPuL+3+bZ7tkW2VrastkW3ILg7uZK6IrzqveW/EMJoxOjGjslVzDnPNtJI1WzYndvX3hbiWOWX6NDrAe8l8jn1O/go+/z9tQBTA9EFLwhrCoMMdw5EEOsRaxPDFPQV/RbfF5kYLRmbGeUZChoNGu8ZsBlTGdoYRRiWF9AW9RUFFQQU8hLTEagQcg81DvEMqAtdChIJxwd+BjoF+wPDApMBbQBS/0L+Pv1I/F/7hvq8+QH5V/i99zP3u/ZS9vv1s/V89VX1PfU09Tn1TPVs9Zr10vUX9mX2vfYe94f39/du+Or4a/nv+Xf6APuM+xf8o/wu/bj9QP7E/kb/xP88ALEAIAGKAe4BTAKjAvQCPQOAA7wD8QMhBE0EeQSqBOYEMwWXBRcGuQaBB3IIkQndClkMBA7cD+ERDhRhFtQYYhsGHrogdiM1Ju8onSs4LrkwGTNRNVw3MznROjE8TT0kPq8+7j7ePn0+yz3HPHE7yznVN5I1BTMxMBktwSkuJmUiah5DGvYViBEADWMIuAMG/1H6oPX58GLs4ed64zTfFNsd11XTwM9gzDvJU8aqw0PBH79Bvam7WLpOuYy4Ebjct+y3QbjXuK25wboRvJm9V79HwWbDscUjyLrKcs1G0DPTNNZG2Wbcjt+84uvlGOlA7F/vcfJ19Wb4Q/sI/rIAQAOxBQIIMgo+DCcO6g+IEQATURR7FX4WWxcRGKIYDhlWGXsZfRlgGSMZyBhQGL8XFBdSFnsVkRSVE4oScRFMEB0P5g2pDGgLJArgCJwHWgYdBeUDtAKKAWoAVv9L/k39XPx5+6T63vko+YH46/dk9+72iPYy9uz1tvWQ9Xj1b/V09Yf1p/XT9Qv2Tfaa9vD2T/e29yT4mPgR+Y/5EfqV+hz7pPst/Lb8Pv3F/Un+y/5K/8X/OwCtABoBgQHjAT8ClALjAisDbQOoA9wDCgQ1BGAEkATLBBYFeAX1BZQGVwdECFwJoQoVDLYNhQ9+EaAT5RVLGMsaYB0FILIiYiUNKKwqOS2sL/8xKzQrNvc3jDnkOvs7zDxVPZM9gz0kPXY8dzspOow4oTZrNOwxJy8gLNsoWyWnIcIdshl8FScRuAw1CKQDDP9w+tn1TPHO7GboGOTp39/b/9dM1MrQfc1qypHH98SdwoXAsb4ivdi71boXup65arl6uc25YLoxu0C8iL0Iv7zAocK1xPPGWMnhy4nOTdEq1BvXHNoq3UHgXeN75pfprey777zyr/WQ+F37Ev6uAC4DkgXWB/kJ+wvZDZMPKBGXEuETBBUCFtoWjBcaGIQYyhjuGPEY1BiYGD8Yyhc8F5UW1xUFFR8UKRMjEhAR8g/JDpkNYwwpC+wJrwhyBzcGAQXPA6UCggFoAFn/Vf5c/XD8kvvC+gD6Tvmr+Bf4lPcg97z2aPYk9u/1yfWy9ar1r/XB9eD1C/ZC9oP2zvYi93/35PdP+MH4N/mz+TH6s/o3+7z7QvzI/E390f1T/tL+Tv/G/zkAqQAUAXkB2QEyAoYC0wIaA1oDkwPGA/QDHgRIBHcEsQT6BFoF1AVvBi8HFggoCWYK0gtrDS8PHhEzE2wVxBc3Gr4cVB/zIZQkMCfBKT8spS7rMAszADXDNk84nzmwOn07Azw/PDA80zsoOy866DhTN3M1STPYMCMuLCv5J40k7SAdHSQZBhXJEHIMCAiQAxH/j/oR9p3xOO3o6LLkmuCn3NzYPdXP0ZTOkcvJyD3G8MPkwRrAk75RvVK8mbsju/C6ALtQu+C7rby2vfe+bsAZwvTD/MUuyIbKAM2az0/SHNX91+3a6t3w4PvjCOcS6hjtFPAG8+j1ufh2+x3+qgAdA3MFqwfCCbgLjA09D8kQMBJzE5AUiBVcFgoXlRf8F0EYZBhnGEoYEBi5F0cXuxYYFl8VkRSwE78SvxGyEJoPeA5ODR8M6wq1CX8ISQcVBuUEugOWAnoBZgBd/17+a/2E/Kr73/oh+nP50/hD+ML3Uffv9p32WvYn9gL26/Xj9ej1+vUY9kL2d/a39gH3U/eu9xH4evjp+F351flR+tD6UfvU+1f82vxc/d39XP7Y/lL/x/84AKUADgFxAc8BJgJ4AsQCCQNIA4ADsQPeAwcEMARfBJcE3wQ8BbQFTAYHB+kH9QgtCpELIQ3bDr8QyRL2FEEXphkfHKceNyHKI1cm2ihLK6Mt3S/xMdszlDUYN2E4bDk0Orc68jrjOok64jnuOK43IjZMNC4yyi8kLT4qHCfDIzcgfRyZGJIUbBAtDNsHfAMW/636SPbt8aDtaOlI5Ujhat202SnWztKlz7PM+sl8xzzFO8N7wf2/wb7IvRK9n7xtvH28y7xYvSG+JL9ewM3Bb8M/xTzHYsmtyxrOpdBL0wnW2di626fenOGW5JLni+qA7WzwTfMg9uH4j/sn/qYADANVBYAHjAl4C0EN6A5sEMwRBxMfFBIV4BWLFhMXeBe7F94X4BfEF4sXNhfGFj4WnhXpFB8URBNYEl0RVhBEDygOBQ3cC68KgAlQCCAH8wXKBKYDiAJxAWQAYP9n/nn9l/zC+/v6QvqX+fv4bvjw94H3IffR9pD2XfY59iP2GvYf9jH2T/Z49qz26/Yz94P33Pc8+KP4EPmB+ff5cfrt+mv76/tr/Ov8a/3p/WX+3/5V/8n/NwCiAAgBaQHFARoCagK0AvgCNQNsA50DyAPxAxkERgR9BMQEHwWVBSkG4Aa+B8QI9QlRC9gMiQ5jEGESghTBFhgZhBv+HYAgBCOEJfgnXCqnLNQu3jC9Mmw06DUqNy848zhzOa05njlFOaI4szd6Nvc0KzMZMcMuKyxVKUQm/iKFH98bERggFBEQ6guwB2kDG//L+n72OvIF7uTp3OXx4Sneh9oQ18fTsNDOzSTLtMiAxorE1MJewSnANr+EvhO+4r3xvT6+yL6Nv4rAvcElw73EhMZ2yI/Kzswtz6vRQtTw1rLZgtxf30TiLeUZ6ALr5u3C8JPzVvYJ+aj7Mv6jAPsCNwVXB1gJOAv4DJYOERBqEZ4SsBOdFGgVDxaTFvYWOBdaF1wXQRcJF7YWSRbDFScVdRSwE9kS8hH9EPwP7w7aDb0Mmgt0CksJIgj5BtMFsASSA3oCaQFhAGT/cP6H/ar82vsX+2H6uvkh+Zf4HPiw91L3BPfE9pL2b/ZZ9lH2VvZn9oT2rfbg9h33Y/ey9wn4Z/jM+Db5pfkZ+pD6CfuF+wH8f/z8/Hn99P1u/uX+Wf/K/zYAngACAWEBuwEPAl0CpQLoAiQDWQOJA7QD2wMDBC8EZQSqBAMFdgUHBroGkweUCL4JEguRDDkOCBD8EREUQxaOGOwaWB3NH0MitSQcJ3IpsSvSLdAvpTFLM740+TX5Nrk3NjhvOGA4CThpN4A2TTXTMxEyCjDALTcrcShxJT0i1x5GG4wXsRO4D6gLhQdWAyD/5/qy9obyae5e6mzml+Lk3lbb8te71LXR485IzOXJvcfSxSbEuMKKwZvA7b9/v0+/Xr+qvzDA8MDowRXDdcQExsHHqMm2y+jNO9Cr0jTV09eF2kbdE+Do4sHlneh260ruFvHY84z2L/nA+zz+nwDqAhsFLgckCfoKsQxGDrkPChE4EkMTKxTxFJUVFxZ4FrgW2RbbFsEWihY4Fs4VSxWyFAQUQxNxEo8RoBCjD50OjQ13DFoLOgoYCfUH0wayBZYEfgNsAmIBXwBn/3j+lf28/PH7MvuA+t35R/nA+Ej43veC9zX39/bG9qT2j/aH9ov2nPa59uD2EvdO95P34Pc1+JH49Phc+cj5Ofqu+iT7nfsX/JL8Df2H/QD+d/7r/l3/y/81AJsA/QBaAbEBAwJQApcC2AISA0cDdgOfA8YD7AMYBEwEkATnBFgF5gWVBmkHZAiICdUKTAzrDbAPmRGiE8gVBhhYGrYcHR+GIeojRCaNKL8q1SzILpIwMDKbM880yTWFNgA3NzcpN9Q2NzZTNSc0tDL8MAEvxCxIKpEnoiSAIS0erxoKF0QTYg9oC1wHQwMl/wP75vbR8sru1ur65jrjm98g3M/YqtW10vLPZc0Qy/TIFMdwxQrE4sL5wU/B48C1wMPADcGRwU3CP8NlxL3FRMf4yNTK18z9zkPRpdMg1rHYVNsG3sPgiONS5h7p5+us7mnxG/TA9lX51/tF/pwA2gL+BAcH8gi+CmsM9w1iD6sQ0xHZErwTfhQeFZ0V/BU7FlsWXRZDFg4WvhVVFdUUQBSWE9kSCxIuEUQQTQ9MDkINMgwcCwIK5gjJB60GkwV8BGsDXwJaAV0Aa/+B/qL9zvwH/Ez7n/r/+Wz56Phy+Av4sfdm9yn3+fbX9sP2u/a/9tD27PYS90P3fvfB9w34YPi6+Bv5gPnr+Vn6y/o/+7b7Lfyl/B39lf0L/n/+8f5g/8z/MwCYAPcAUgGoAfgBQwKJAsgCAQM1A2IDiwOxA9cDAQQ1BHcEzAQ6BcUFcQZABzYIUwmaCggMng1ZDzgRNhNQFYIXxhkYHHEezSAkI3ElrSfTKd0rxi2GLxsxfjKsM6A0WDXQNQY2+DWlNQw1LTQHM50x7i/9Lc0rXym3JtgjxyCGHRwaixbaEg0PKQszBzEDKv8f+xj3GvMp70vrhOfZ403g5tyn2ZTWr9P80H3ONMwkyk7Is8ZVxTTEUMOpwj/CEsIgwmjC6cKhw47ErsX/xn7IKMr6y/LNDNBF0prUB9eK2R7cwt5w4Sbk4Oac6VbsDO+58V308/Z6+e77T/6YAMsC4wTgBsAIgwomDKoNDQ9PEHERcRJPEw0UqRQmFYIVwBXfFeIVyBWUFUYV3xRiFNATKhNxEqgR0BDqD/kO/Q35DO4L3grLCbUIngeIBnQFZARYA1ICUwFbAG7/if6v/eD8Hfxm+7z6IPqR+Q/5nPg3+N/3lfda9yv3Cvf29u728/YD9x73RPd096337/c5+Ir44vhB+aT5DPp4+uj6WvvN+0L8uPwt/aL9Fv6H/vf+ZP/N/zIAlADyAEsBnwHtATcCewK5AvECIwNQA3gDnAPCA+sDHQReBLIEHQWlBU0GGAcJCCAJXwrFC1MNBA/YEMwS2hQAFzgZfRvJHRggYiKiJNIm7SjrKsksgC4MMGcxjzJ+MzE0pzTcNM40fTTnMw0z7TGLMOUu/yzbKnoo4SUSIxIg4xyMGQ8WchK6DusKCwcgAy7/OvtJ92Hzhu+96wvodOT84Kjde9p516TU/9GOz1LNTcuByfDHmcZ+xZ/E/MOUw2jDdsO8wzvE78TXxfDGOsiwyVHLGc0GzxTRQdOJ1enXXtrl3HnfGOK/5GvnGOrD7GnvCPKd9CX3nvkF/Fj+lQC7AsgEugaQCEkK4wteDboO9Q8QEQsS5RKeEzcUsRQLFUgVZxVpFVAVHRXQFGwU8hNiE8ASCxJGEXMQkg+mDrANsgytC6IKlQmFCHQHZAZWBUsERQNFAksBWQBx/5H+vP3x/DL8gPva+kD6tPk2+cX4YvgM+MT3ifdc9zv3KPcg9yX3NPdP93T3o/fb9xv4ZPiz+Ar5ZvnH+S36l/oE+3P75PtX/Mr8Pf2v/SD+kP79/mf/zv8xAJEA7QBEAZYB4wErAm0CqgLhAhIDPQNkA4gDrQPVAwcERgSYBAEFhgUqBvEG3AfuCCYKhAsJDbEOexBkEmcUgRatGOUaJR1mH6Qh2CP8JQso/inSK38tAi9WMHcxYTIRM4QzuDOrM1szyTLzMdowfy/iLQcs7imbJxAlUSJhH0Qc/hiVFQwSaA6vCuUGDwMz/1T7efem8+HvLeyP6AzlqOFm3krbWNiT1f3SmdBqznDMrsolydbHwcbnxUfF4sS2xMTECcWExTXGGMcryG7J3Mp0zDLOFNAX0jjUdNbH2C7bpt0t4L3iVuXz55HqLe3F71Xy3PRW98H5G/xh/pIArAKuBJUGYQgQCqELFA1pDp0PshCnEXwSMhPIEz8UlxTSFPAU8xTaFKgUXRT7E4QT9xJYEqgR5xAYEDwPVQ5kDWsMbAtoCmAJVghLB0EGOQU0BDMDOAJEAVcAdP+Z/sj9Av1H/Jn79vpg+tf5W/nt+Iz4OPjx97j3jPds91n3UfdV92X3f/ej99H3CPhH+I743Pgw+Yr56vlN+rX6H/uM+/v7a/zc/Ez9vP0q/pf+Av9q/9D/MACOAOgAPQGNAdgBHwJfApsC0QIBAywDUgN1A5gDwAPwAy4EfgTmBGgFCAbLBrEHvAjuCUULwQxgDiAQ/hH3EwUWJBhQGoQcuR7qIBIjKiUuJxYp4CqELP8tTC9mMEsx9zFoMpsyjjJAMrAx3zDML3gu5SwUKwcpwCZDJJMhsx6oG3QYHhWoERkOdAq/Bv4CN/9u+6j36/M68JrsEemh5U/iH98V3DPZfdb205/RfM+NzdXLVMoMyf3HJ8eLxijG/sULxk/Gx8Z0x1LIYMmbygHMkM1Fzx3RFdMq1VnXn9n522Te3OBf4+nld+gH65XtHvCh8hn1hvfj+TD8av6PAJ0ClARwBjII2AlhC8wMGQ5HD1YQRhEWEsgSWhPPEyYUXxR9FH8UZxQ2FO0TjRMYE48S8xFGEYoQvw/oDgYOGg0nDC0LLgosCSgIIwceBhwFHQQiAywCPQFVAHf/of7V/RP9XPyx+xL7f/r5+YD5FPm1+GP4Hvjm97r3m/eI94H3hfeU96730ff+9zT4cvi3+AP5Vvmu+Qv6bfrS+jr7pfsR/H/87fxb/cj9Nf6f/gj/bv/R/y8AiwDjADYBhAHOARMCUgKMAsEC8AIaAz8DYgOFA6sD2wMXBGYEygRKBecFpQaGB4wItwkHC3sMEQ7HD5sRiBOLFZ8XvxnmGw8eNCBQIl0kVSY0KPMpjisBLUYuWy87MOQwUjGDMXYxKjGeMNEvxC54Le0rJiokKOoleyPaIAoeDxvtF6kURxHLDToKmQbtAjz/h/vW9y30kfAF7Y/pMubz4tXf29wJ2mLX6dSf0ofQo871zHzLO8oyyWHIycdoxz7HS8eNxwPIrMiFyY3KwssgzafOUtAg0g3UFtY62HPawNwe34jh/eN55vnoe+v77Xbw6/JW9bX3BfpF/HP+jACPAnoETQYFCKIJIguGDMsN8w78D+YQshFgEu8SYRO2E+8TDBQOFPcTxhN/EyETrhIoEpAR5xAuEGgPlg64DdIM5AvvCvYJ+Qj7B/sG/AUABQYEEAMgAjYBVAB6/6j+4f0j/XD8yfst+576Gvqk+Tr53fiN+En4Evjo98r3t/ew97T3w/fc9//3Kvhf+Jv43/gq+Xv50fks+oz67/pV+737J/yS/P78av3V/T/+p/4N/3H/0v8uAIgA3gAvAXwBxAEHAkYCfgKyAuACCQMtA08DcQOXA8UDAQRNBLAELQXGBYAGXQddCIEJygo2DMMNcA86ERwTFBUdFzEZTBtpHYMfkyGUI4IlVicLKZ4qCCxHLVYuMS/WL0EwcjBlMBswki/JLsItfSz7Kj0pRycZJbciJCBkHXoaaRc3FOgQfw0CCnUG3QJA/6D7BPhv9Obwbu0L6sHmlOOH4J3d29pD2NfVmtOO0bTPDs6ezGTLYcqUyf/IoMh3yITIxcg4yd3Jssq0y+LMOc63z1nRHdP/1P7WFdlC24Pd098w4pjkBud46ezrXu7M8DPzkPXi9yb6Wvx8/okAgQJiBCoG2QdtCeUKQAx/DaAOpA+JEFER+hGHEvYSSROBE50TnxOIE1kTExO4EkcSxBEvEYkQ1Q8TD0UObQ2LDKILswq/CcgIzgfVBtsF5ATwA/8CFAIwAVIAff+w/uz9M/2E/OD7SPu7+jv6x/lg+QX5tvh0+D74Ffj39+X33vfi9/D3Cfgr+Fb4ifjE+Ab5UPmf+fP5TPqq+gv7bvvV+zz8pfwP/Xj94f1I/q7+Ev90/9P/LQCFANkAKQF0AboB/AE5AnECowLQAvgCHAM9A14DgwOxA+sDNgSWBBAFpwVdBjQHLwhNCY4K8gt3DRsP2xCzEqAUnRamGLYaxxzVHtkg0CKzJHwmKSizKRUrTSxWLSwuzi43L2YvWi8RL4suxy3FLIcrDSpaKG4mTCT4IXMfwhzoGegWyBOKEDQNyglRBs0CRP+4+zD4r/Q58dXthOpM5zDkNOFb3qjbHtnA1o/UjtK/0CLPus2HzInLwcovytLJqsm2yfbJZ8oIy9jL1cz8zUzPwtBb0hXU7dXg1+zZDdxB3oXg1eIv5ZDn9elb7L/uIPF688r1D/hH+m78hP6GAHMCSQQIBq0HOQmpCv0LNQ1PDk0PLhDxEJcRIRKOEt8SFRMxEzMTHBPuEqoSUBLiEWIR0BAuEH4PwA72DSMNRgxiC3gKiQmXCKMHrwa7BckE2gPvAgkCKQFQAID/t/74/UL9l/z3+2L72Ppb+un5hPkr+d74nvhp+ED4I/gS+Av4D/gd+DX4VviA+LL47Pgt+XT5wvkU+mz6x/om+4j77PtR/Lj8H/2G/ez9Uv62/hf/d//U/ywAggDUACIBbAGxAfEBLQJjApQCwQLoAgsDKwNMA3ADnAPVAx4EfQT0BIcFOQYMBwEIGQlUCrALLQ3IDn4QTBIuFCAWHhgiGigcKh4kIBAi6COoJUsnzCgnKlgrXCwtLcstMi5hLlUuDS6KLcosziuXKiUpeyeaJYQjPCHFHiMcWRlqFloTLxDrDJQJLga+Akj/0Ptb+O30i/E57vvq1efK5N7hFd9x3PXZo9d/1YnTw9Ew0NDOo82qzOfLWMv9ytbK4sogy4/LLcz4zPDNEc9Z0MfRV9MH1dXWvti+2tTc/N4z4Xbjw+UX6G/qx+wf73Lxv/MC9jv4ZvqC/Iz+gwBlAjIE5wWDBwYJbgq7C+wMAA75DtQPkxA2Eb0RJxJ3EqwSxxLJErMShhJDEusRgBECEXMQ1Q8oD24OqQ3aDAIMIws+ClUJaAh5B4oGmwWvBMUD3wL+ASMBTgCD/77+A/5R/ar8Dfx7+/X6evoL+qj5UfkG+cb4k/hr+E/4Pfg3+Dv4SPhg+ID4qfja+BP5U/mZ+eT5NfqL+uT6Qfug+wL8ZfzK/C/9lP34/Vv+vf4d/3r/1f8rAH8A0AAcAWQBqAHnASECVgKGArEC2AL6AhkDOQNdA4gDwAMIBGQE2QRpBRcG5QbVB+cIGwpwC+QMdg4jEOcRvxOmFZkXkhmNG4Qdcx9UISIj2CRyJusnPylpKmcrNCzOLDMtYS1VLQ8tjyzTK9wqrClCKKEmyiTAIoUgGx6IG80Y7hXwEtUPpAxfCQwGrwJM/+f7hfgq9dvxm+5v61roYOWF4svfNd3H2oLYadZ+1MPSONHfz7nOxs0GzXrMIsz7ywfMRMywzEvNEs4Ezx/QYNHG0k3U9dW415bZjNuW3bLf3eEU5FTmm+jm6jHtfO/C8QL0OvZm+IX6lfyU/oAAWAIbBMYFWgfUCDQKegukDLMNpg59DzgQ1xBbEcMRERJFEl8SYRJMEiAS3hGIER8RpBAYEH0P1A4fDl4NkwzAC+YKBgohCTkIUAdmBnwFlQSwA88C8wEcAU0Ahf/F/g7+YP28/CP8lPsR+5n6LPrL+Xb5LPnu+Lz4lfh5+Gj4Yvhm+HP4iviq+NL4Avk5+Xj5vPkG+lX6qfoA+1v7ufsY/Hn83Pw+/aH9A/5k/sT+If99/9b/KgB8AMsAFgFcAZ4B3AEVAkkCeAKiAsgC6QIIAygDSgN1A6sD8QNMBL4ESwX1Bb8Gqge2COMJMQudDCYOyg+EEVITLxUWFwUZ9RrhHMUenCBgIg0kniUPJ1sofyl3KkAr1ys6LGYsWywWLJkr4SrwKcYoZCfMJf8jACLRH3Ud8BpEGHUVhxJ+D14MLAnrBaACUP/++674ZvUp8vvu4evd6PPlJ+N84PXdlNtc2U/Xb9W90zrS6dDJz9vOIM6XzUDNG80mzWLNzM1jzibPEtAn0WHSv9M/1d3Wl9hr2lXcVN5k4IPiruTi5hzpWuuZ7dfvEfJF9HD2kPij+qj8nP59AEsCBASmBTEHowj8CToLXgxnDVUOJw/eD3oQ+xBhEa0R4BH6EfwR5xG8EXsRJxHAEEgQvw8oD4IO0Q0UDU4MfwupCs4J7wgMCCgHQwZeBXsEmwO/AugBFgFLAIj/zP4Z/m/9zvw4/K37LPu2+kz67fma+VL5Ffnk+L74o/iS+Iz4kPid+LP40vj6+Cn5X/mc+d/5J/p0+sb6HPt1+9D7LvyN/O38Tf2u/Q7+bf7L/ib/gP/W/ykAegDHABABVQGVAdIBCQI8AmsClAK5AtkC+AIWAzgDYgOXA9wDNASkBC4F1QWaBoAHhgitCfMKVwzYDXIPIxHnEroUlxZ7GGAaQhwbHucfoiFGI84kNyZ8J5oojSlRKuUqRStxK2YrIyuoKvQpCCnlJ4om+yQ4I0QhIR/THFsavhf+FCESKQ8aDPkIygWRAlT/FPzX+KH1dfJZ71DsXOmD5sfjKuGx3l3cMtow2FrWsdQ30+3R09DrzzPPrc5YzjTOP855zuHOdc8z0BvRKtJd07TUK9bA13DZOtsa3Q7fE+Em40XlbOea6czr/+0w8F7yhfSk9rn4wfq7/KT+egA+Au4DhwUJB3MIxQn8ChoMHQ0GDtQOhw8fEJ0QARFMEX0RlhGYEYQRWhEbEckQZBDuD2kP1A4yDoQNzAwKDEALbwqYCb0I4AcAByAGQAVjBIcDsALdARABSQCL/9P+I/59/eD8TfzF+0f71Pps+g/6vfl3+Tz5C/nm+Mv4u/i1+Ln4xvjb+Pr4IPlO+YP5v/kA+kf6k/rj+jf7jvvn+0P8oPz+/Fz9u/0Z/nb+0f4r/4L/1/8oAHcAwgAKAU0BjQHIAf4BMAJdAoYCqgLKAucCBQMmA08DgwPGAx0EigQRBbQFdgZWB1cIdwm2ChMMjA0dD8UQfhJHFBoW8xfOGaYbdR03H+gggyIDJGQloia6J6coaCn4KVcqgSp2KjUqvCkNKSYoCCe2JS8kdiKMIHYeMxzJGTsXihS9EdUO1wvICKoFgwJX/yn8/vja9cDyte+87NnpEOdj5NXhad8i3QLbC9lA16DVLtTr0tjR9NBB0L3Pas9Hz1LPis/wz4HQO9Ee0ifTVNSj1RLXnthF2gXc293E373hxePY5fTnFuo87GLuiPCp8sX02Pbh+N76zfyr/ngAMgLYA2kF4gZFCI8JwArXC9UMuQ2CDjEPxg9BEKMQ7BAdETURNxEjEfoQvBBsEAoQlg8TD4IO5A06DYUMxwsBCzUKYwmNCLQH2Qb+BSMFSgR0A6EC0wEKAUgAjf/Z/i7+i/3x/GL83Pth+/D6ivow+uD5m/lh+TL5Dfnz+OP43fjh+O34A/kh+Ub5c/mn+eH5Ivpn+rH6//pR+6b7/vtY/LP8D/1r/cf9I/5+/tj+MP+F/9j/JwB1AL4ABAFGAYQBvgHzASQCUAJ4ApsCugLXAvQCFQM9A3ADsQMGBHEE9QSVBVIGLgcpCEMJewrRC0ENyg5oEBgS1xOgFW8XQBkNG9Icix4zIMQhPCOWJM0l3ibHJ4MoECltKZYpjClMKdYoKihIJzEm5SRnI7ch2R/NHZgbOxm6FhkUWxGDDpYLlwiLBXUCW/8//CX5EvYJ8w/wJ+1U6pnn++R74h3g493O2+LZINiK1iDV5NPW0vjRSNHI0HfQVNBe0JbQ+dCH0T3SG9Me1EXVjdb013fZFtvM3JfeduBl4mHkaeZ56I/qqezE7t3w8/ID9Qv3CPn6+t78s/51ACYCwwNLBbwGFwhaCYQKlguODG0NMg7dDm8P6A9HEI8QvhDWENgQxRCcEGAQERCxD0APwA4yDpcN8QxADIYLxQr9CS8JXgiKB7QG3QUHBTMEYQOTAskBBAFGAJD/4P44/pj9Av12/PP7evsM+6n6UPoC+r75hvlX+TT5GvkL+QX5CPkV+Sn5R/lr+Zf5yvkD+kL6hvrO+hv7a/u++xT8bPzF/B/9ef3U/S7+h/7e/jT/iP/Z/ycAcgC6AP8APwF8AbQB6AEYAkMCagKMAqsCxwLkAgQDKwNdA50D8ANYBNoEdgUvBgYH/AcQCUEKjwv4DHgODRC0EWoTKRXuFrQYeBozHOIdgR8KIXoizCP8JAgm6yajJy4oiCixKKYoaCj0J0wnbyZeJRokpCL9ICkfKR3/GrAYPRaqE/sQMw5WC2gIbAVoAl//U/xL+Un2UfNn8I/ty+og6JDlHuPN4J/elty12v3Yb9cN1tjU0NP20krSzdF90VvRZdGc0f3RiNI60xPUEdUx1nLX0dhM2uHbjt1Q3yThCOP65Pbm++gF6xTtI+8x8TvzP/U89y/5Fvvw/Lr+cwAaAq4DLQWXBuoHJglKClYLSQwjDeMNiw4aD5AP7Q8zEGIQeRB7EGgQQBAGELkPWg/sDm8O5A1MDakM/AtHC4kKxQn9CDAIYAePBr0F6wQcBE4DhAK/Af8ARQCS/+b+Qf6m/RP9ifwJ/JP7J/vG+m/6I/rh+an5fPlZ+UD5Mfkr+S/5O/lP+Wz5kPm7+e35JPpi+qT66/o2+4T71vsq/H/81/wv/Yf94P04/o/+5P44/4r/2v8mAHAAtgD5ADgBdAGrAd4BDQI3Al0CfgKcArgC1ALzAhkDSgOJA9oDQAS/BFgFDQbfBtAH3ggJCk8LsAwoDrUPUxH+ErQUbxYsGOUZlxs9HdMeVCC7IQYjMCQ2JRQmyCZQJ6gn0CfGJ4knGCdzJpslkCRSI+QhRyB9HogcahonGMIVPROdEOQNFws5CE4FWgJi/2j8cPl+9pfzvfD17UDrpOgi5r7jeeFX31rdg9vU2U/Y9NbG1cTU79NH08zSftJc0mfSnNL70oPTMdQG1f7VGNdR2KnZHNup3EzeBODO4ajjj+WA53rpeet87YDvgvGB83v1bfdV+TH7Af3B/nAADgKaAxEFcwa/B/QIEgoXCwUM2gyXDTsOxg46D5UP2g8HEB4QIBANEOcPrQ9iDwYPmg4fDpcNAw1jDLoLCAtPCo8JywgCCDcHagadBdAEBQQ8A3cCtQH5AEMAlP/s/kv+s/0j/Zz8H/ys+0L74/qO+kP6A/rM+aD5fvlm+Vf5UflU+WD5dPmQ+bP53fkO+kX6gfrC+gf7UPud++37P/yT/Oj8Pv2V/ev9Qf6X/uv+Pf+N/9v/JQBtALIA9AAxAWwBogHUAQECKwJQAnECjgKpAsQC4wIIAzgDdgPFAykEpQQ6BesFuQakB60I0QkRC2oM2g1eD/MQlhJCFPMVphdWGf8anBwpHqEfASFFImgjaCRCJfIldybNJvQm6iauJkAmnyXLJMYjjyIpIZUf1R3qG9kZohdKFdMSQRCYDdoKDAgxBU0CZv98/JT5s/bb8xHxWO6z6yXpseZa5CLiDOAZ3kzcp9oq2dfXr9ay1eLUPdTF03nTWNNi05bT89N41CPV89Xm1vnXLdl92ujbbN0G37XgdeJE5CHmB+j26evr4u3b79LxxvO19Zz3eflM+xH9yP5uAAMChgP1BE8GlAfCCNoJ2grDC5MMTA3sDXUO5g4/D4IPrw/FD8cPtQ+PD1cPDQ+zDkkO0Q1MDbsMHwx5C8sKFgpbCZoI1gcPB0cGfgW2BO8DKgNpAqwB9ABCAJf/8v5V/r/9M/2v/DT8xPtc+//6rPpj+iT67/nD+aL5ivl7+Xb5efmF+Zj5tPnW+f/5L/pk+p/63/oj+2r7tfsD/FT8pvz5/E39ov33/Uv+nv7x/kH/j//c/yQAawCuAO4AKwFkAZkByQH2AR8CQwJjAoACmgK1AtMC9wImA2IDsAMSBIsEHQXLBZQGegd9CJsJ1AolDI0NCQ+VEC8S0hN6FSQXyxhqGv4bgh3yHksghyGlIp8jdCQhJaIl9yUdJhQm2SVtJc8kACQAI9EhciDnHjAdUBtKGSAX1BRrEugPTQ2eCt8HFAVBAmn/j/y4+eb2H/Rk8bruI+yj6T3n8uTH4rzg1N4R3XXbANq12JPXnNbQ1S/VudRv1E/UWdSM1OfUadUQ1tvWydfW2APaTNuv3CvevN9i4Rjj3uSw5ozocOpZ7EbuNPAh8gr07vXK9535Zvsh/c/+awD4AXID2gQsBmoHkgikCZ4KggtODAINnw0lDpQO6w4tD1gPbg9wD14POQ8CD7oOYQ76DYUNAw11DNwLOguQCt4JJwlrCKsH6AYkBmAFnATZAxkDXAKjAe8AQACZ//j+Xv7M/UL9wfxJ/Nv7dvsb+8n6gvpE+hD65vnF+a75n/ma+Z35qPm8+db5+Pkh+k/6g/q9+vv6PfuE+837Gfxo/Lj8Cv1c/a/9Av5V/qb+9v5F/5L/3P8jAGgAqgDpACQBXAGQAcAB6wETAjYCVgJyAowCpgLDAucCFQNQA5wD/ANyBAEFqwVwBlEHTghmCZgK4gtDDbYOOhDLEWQTBBWkFkIY2BljG98cSB6ZH84g5SHbIqsjVCTTJCYlSyVBJQglniQEJDkjPyIWIb8fPB6PHLkavhigFmEUBhKQDwMNYwq0B/gENAJs/6L82vkY92D0tfEZ75HsH+rF54jlaONp4Yvf0t0/3NLajtly2IDXudYb1qjVX9VA1UrVfNXV1VTW99a+16fYr9nV2hfcct3m3m/gC+K443PlO+cN6efqxuyo7ovwbfJM9CX2+PfB+X/7Mf3V/mkA7QFfA78ECgZBB2MIbglkCkILCgy6DFQN1w1DDpkO2Q4DDxkPGw8JD+UOrw5oDhIOrQ06DbsMMAybC/wKVgqoCfUIPAiBB8IGAgZCBYIExAMIA08CmgHqAD8Am//9/mf+2P1R/dP8Xvzy+4/7Nvvm+qD6ZPox+gf65/nR+cP5vfnA+cz53vn4+Rn6Qfpu+qL62voX+1j7nPvk+y/8fPzK/Br9a/28/Q3+Xv6u/vz+Sf+U/93/IwBmAKcA5AAeAVQBhwG2AeEBBwIqAkkCZQJ+ApgCtALXAgQDPQOIA+YDWQTmBIwFTAYpByAIMgleCqEL+QxlDuAPaBH5EpAUJxa8F0kZzBpAHKAd6h4ZICohGiLmIosjByRYJH0kdCQ8JNQjPSN3IoIhXyAQH5Ud8RsmGjYYIxbxE6IROg+7DCoKiQfdBCgCb/+1/Pz5Sveg9ATydu/87JfqS+ga5gbkEuI/4I/eBN2f22LaTdlg2J3XA9eS1kvWLNY21mbWvdY619rXnNiA2YLaotvd3DHenN8d4bDiVOQG5sTnjOlb6zDtCO/h8LjyjfRc9iT44/mY+0H93P5nAOIBTQOlBOkFGQc0CDoJKgoEC8cLdAwLDYoN9A1IDocOsA7GDscOtg6TDl4OGQ7EDWEN8Qx0DO0LWwu/ChwKcwnDCA8IVwedBuEFJQVpBK8D9wJCApEB5AA9AJ3/A/9w/uT9YP3l/HL8CPyo+1D7Avu++oP6Ufoo+gn68/nl+eD54/nu+QD6Gvo6+mH6jfq/+vb6Mvtx+7X7+/tE/I/83Pwq/Xn9yf0Y/mf+tf4C/03/l//e/yIAZACjAN8AGAFNAX8BrAHWAfwBHgI8AlcCcAKJAqUCxwLzAiwDdAPQA0EEywRtBSoGAQfzB/8IJAphC7IMFQ6JDwgRkRIeFK0VORe+GDgapBv9HD8eaB9zIF4hJSLHIkAjkCO0I6ojcyMOI3siuSHJIK0fZB7yHFcblRmwF6kVgxNBEeYOdQzyCWAHwgQcAnL/x/wd+nr33/RR8tLvZe0O687oqeag5Lfi7uBI38XdaNwy2yLaO9l82OXXd9cx1xPXHNdM16HXG9i42HbZVNpR22vcn93s3k/gx+FS4+3kleZK6AjqzeuY7WbvNPEC88z0kfZP+AX6sPtQ/eL+ZADYAToDiwTIBfIGBwgHCfIJxwqGCy8MwwxADacN+Q03Dl8OdA52DmUOQg4PDssNeA0YDaoMMAyrCxwLhArlCT4JkwjiBy8HeAbBBQkFUQSbA+YCNQKIAeAAPACg/wj/eP7w/W/99vyG/B78wPtq+x772/qh+nD6Sfoq+hT6B/oC+gX6D/oh+jr6WvqA+qv63PoS+0z7i/vM+xH8Wfyi/O38Ov2H/dX9Iv5w/rz+B/9R/5n/3/8hAGIAoADaABIBRgF2AaMBzAHxARMCMAJKAmMCewKXArgC4wIaA2EDuwMqBLAETwUIBtoGxwfOCOwJIgtsDMgNMw+qECoSrxM1FbgWNRioGQsbXRyYHbsewB+mIGkhByJ+Issi7iLlIrAiTSK8If8gFCD+HrwdUhzAGggZLRcxFRcT4hCUDjAMuwk3B6gEEAJ2/9n8Pvqp9x31nPIr8MztgetO6TXnOOVY45nh/N+C3i3d/dvz2hHaVtnC2FfYEtj11/7XLdiA2PfYkNlL2iTbHNwv3V3eot/+4G7i8OOC5SLnzeiB6j3s/u3B74bxSfMK9cX2evgm+sj7X/3o/mIAzgEpA3IEqAXMBtsH1Qi7CYwKRwvsC3wM9wxcDawN6A0QDiQOJg4VDvMNwQ1/DS4NzwxkDOwLagvfCkoKrgkLCWMItwcHB1UGoQXtBDkEhwPWAikCgAHbADsAov8O/4H++/19/Qf9mfw0/Nf7g/s5+/f6v/qP+mj6Svo1+ij6I/om+jD6Qvpa+nn6nvrJ+vn6Lftm+6P75Psn/G38tfz+/En9lf3h/S3+eP7D/g3/Vf+b/9//IABgAJwA1gAMAT8BbgGaAcIB5wEHAiQCPgJWAm4CiAKpAtMCCQNOA6YDEwSWBDIF5gW1BpwHnQi2CeQKJwx8Dd8OThDGEUITwBQ7FrAXGhl2GsAb9RwRHhEf8h+wIEshvyELIi4iJSLwIY8hAiFIIGMfUx4YHbYbLBp+GK0WvBSuEoQQQw7tC4UJDweOBAUCef/q/F761/dZ9ebygvAw7vLry+m+58vl9+NB4q3gO9/t3cTcwNvi2ivam9ky2e/Y0tjb2AnZWtnP2WXaG9vw2+Lc790W31XgqeER44vkFOar503p+Oqq7GHuG/DW8Y/zRvX49qP4Rvrf+2397v5gAMQBFwNZBIkFpgavB6UIhQlRCggLqgs3DK8MEg1hDZsNwg3WDdgNyA2mDXUNNA3lDIkMHwyrCysLowoRCnkJ2Qg1CIwH4AYyBoIF0gQiBHMDxwIdAncB1gA6AKT/E/+J/gb+i/0X/az8Sfzu+5z7U/sT+9z6rfqH+mr6VfpI+kP6RvpQ+mH6efqY+rz65voU+0j7gPu7+/r7PPyB/Mf8D/1Y/aL97f03/oH+yv4S/1j/nf/g/yAAXgCZANEABgE4AWYBkQG5AdwB/AEYAjECSQJgAnoCmgLDAvgCPAOSA/wDfQQVBcYFkAZyB24IgAmoCuQLMQ2NDvQPZBHYEk0UwBUtF48Y5BknG1Ucax1lHkEf/B+TIAUhTyFxIWghNSHWIEwglh+2HqsdeBwdG5wZ9xcwFkoURxIpEPQNqwtRCegGdQT6AXv/+/x9+gT4lPUv89jwk+5h7EbqROhc5pHk5uJa4fDfqd6G3Yjcr9v82m/aCNrG2arZs9ng2TDaodo02+fbt9yk3avezN8E4VHiseMj5aPmMejK6WzrFe3C7nPwJPLU84H1KvfM+Gb69vt7/fT+XgC6AQYDQQRrBYEGhQd1CFEJGArLCmoL9AtpDMoMFw1QDXYNig2LDXwNWw0rDesMngxDDNwLagvuCmgK2glECakICAhjB7oGDwZjBbcECwRgA7cCEgJvAdEAOACm/xj/kf4R/pj9J/2+/F38Bfy1+237Lvv4+sr6pfqJ+nT6aPpj+mb6cPqA+pj6tvrZ+gL7MPti+5n70/sR/FH8lPzZ/B/9Z/2v/fj9Qf6J/tH+F/9c/5//4f8fAFwAlgDNAAEBMQFfAYkBrwHSAfEBDQIlAjwCUwJtAowCtALoAioDfgPmA2QE+QSmBWsGSQc/CEwJbQqiC+gMPQ6cDwQRcBLdE0gVrRYIGFUZkRq5G8kcvR2VHksf4B9PIJgguCCwIH4gISCZH+geDB4HHdobhxoOGXIXthXaE+IR0A+nDWsLHQnCBlwE7wF+/wz9m/ow+M31dfMs8fPuzey+6sfo6uYp5YbjA+Kh4GHfRd5M3Xjcyds+29namdp+2obastoA23Db/9uu3HrdYd5j337gr+H14k3kt+Uv57XoRere633tIu/J8HHyF/S79Vv39PiF+g38if36/lwAsQH1AioETQVdBlsHRggdCeEJkAorC7ILJAyDDM8MBw0sDT8NQQ0xDREN4gykDFgMAAybCysLsQouCqMJEQl5CNsHOgeVBu4FRgWdBPUDTQOoAgYCZwHNADcAqP8d/5n+HP6m/Tf90Pxx/Bv8zPuG+0n7FPvn+sP6p/qT+of6gvqF+o76n/q2+tP69fod+0r7fPux++r7Jvxl/Kf86vwv/XX9vP0D/kr+kf7X/hz/YP+i/+L/HgBaAJIAyAD7ACsBVwGAAaYByAHmAQECGQIwAkYCXwJ+AqUC2AIZA2sD0QNMBN0EhwVIBiEHEQgYCTQKYguhDO4NRg+mEAoScBPTFDAWgxfJGP4ZIBsqHBkd7B2fHjAfnB/kHwQg+x/KH28f6x49HmYdZxxBG/QZhBjxFj4VbBN/EXkPXA0sC+sInQZEBOQBgf8c/bn6W/gF9rvzfvFR7zftM+tH6XTnveUj5KniTuEV4P/eC9483ZDcCdyn22jbTdtV24Dbzds63Mbccd043hvfF+As4VbilePm5EjmuOc16b3qTezj7X/vHfG78ln09PWK9xv5o/oi/Jf9AP9aAKcB5QITBC8FOgYzBxkI6wiqCVYK7QpxC+ELPgyIDL8M4wz2DPcM6AzJDJsMXgwUDL0LWwvtCnYK9gluCd8ISgiwBxIHcQbNBSkFgwTfAzsDmgL7AWAByAA2AKr/Iv+h/ib+s/1G/eL8hfww/OP7n/tj+y/7A/vg+sT6sfql+qD6o/qs+r360/rv+hH7OPtk+5T7yfsB/Dz8efy5/Pv8P/2D/cn9Dv5U/pn+3v4h/2P/pP/i/x4AWACPAMQA9gAkAVABeAGdAb4B3AH2AQ4CJAI6AlICcAKWAsgCCANYA7wDNATDBGgFJQb6BuUH5gj7CSMLWwyhDfIOShCnEQQTYBS1FQEXQBhvGYoajht5HEcd9h2DHu4eNB9TH0sfGx/CHkAelh3EHMobqhplGf0XchbIFAETHhEjDxIN7gq6CHgGLQTaAYT/LP3W+oX4PPb+887xre+f7abrxOn8507mveRL4/jhxuC138fe/N1U3dDcb9wy3BjcINxK3JTc/9yJ3TDe897R38jg1uH64jLkfOXW5j/os+ky67rsR+7a72/xBfOZ9Cz2ufdB+cH6OPyk/QX/WACeAdUC/AMTBRgGCwfsB7oIdQkdCrEKMgugC/sLQwx4DJwMrgywDKEMgwxVDBoM0Qt9CxwLsQo8Cr8JOgmuCBwIhgfrBk0GrQUMBWoEyQMpA4sC8AFYAcQANQCr/yf/qP4w/r/9Vf3z/Jj8Rfz6+7f7fPtK+x/7/Prh+s76wvq++sD6yvra+vD6C/ss+1P7fvut++D7F/xQ/I38y/wM/U79kf3V/Rn+Xf6h/uT+Jv9n/6b/4/8dAFYAjADAAPAAHgFIAXABlAG0AdEB6wECAhgCLQJFAmMCiAK5AvcCRgOnAx0EqARKBQMG0wa5B7UIxAnmChcMVg2fDvAPRRGbEu8TPRWCFroX4hj3GfYa2xulHFAd2x1DHoceph6eHm8eGB6ZHfMcJRwxGxca2Rh4F/YVVhSYEsAQ0A7KDLIKighUBhUE0AGH/zz98/qv+HL2QfQc8gfwBe4X7D/qgOjc5lTl6eOe4nLhZ+B+37jeFN6S3TTd+Nze3ObcD91Y3cDdR97q3qnfguB04X3imuPM5A7mYefC6C7qpesk7anuM/C/8Uzz2PRi9uf3Zvne+k38sf0L/1YAlQHFAuYD9wT2BeQGwAeKCEEJ5Ql2CvQKYAu4C/8LNAxXDGgMagxbDD4MEQzXC5ALPQvfCnYKBAqJCQcJfgjvB1wHxQYqBo4F8ARSBLQDGAN9AuUBUQHAADQArf8s/7D+Ov7M/WT9BP2r/Fr8EPzP+5X7ZPs6+xj7/vrr+t/62/rd+uf69voM+yf7R/tt+5f7xfv3+yz8Zfyg/N38HP1d/Z/94f0j/mb+qP7q/iv/av+o/+P/HABUAIkAuwDrABgBQQFoAYsBqwHHAeEB9wEMAiECOQJVAnoCqgLnAjQDkwMGBI8ELQXiBa0GjweFCI4JqgrUCwwNTg6YD+YQNRKBE8gUBhY3F1kYaBlhGkIbBxyuHDYdnB3fHf0d9R3HHXId9hxTHIobmxqHGVAY9xZ9FeUTMRJjEH4Ogwx3CloIMgb/A8YBif9L/Q/71/in9oH0afJf8GjuhOy36gLpZ+fn5YTkQOMb4hbhMuBv38/eUN703bndoN2o3dDdF9593gHfod9c4DDhHeIf4zfkYuWe5unnQumn6hXsjO0J74rwDvKS8xb1l/YU+Ir5+vph/L79EP9UAIwBtgLRA9sE1QW+BpUHWwgNCa4JPAq4CiELeAu9C/ALEgwkDCUMFwz6C88LlgtQC/8Kowo8Cs0JVQnVCE8IxAczB58GCAZvBdUEOgSgAwcDcALbAUkBvAAyAK//MP+3/kT+2P1y/RT9vfxu/Cb85vuu+337VPsz+xn7B/v8+vf6+voD+xL7J/tB+2H7hvuv+9z7DfxB/Hn8svzu/Cz9a/2s/e39Lv5v/rD+8P4v/23/qf/k/xwAUgCGALcA5gASAToBYAGCAaIBvgHWAewBAQIVAiwCSQJsApsC1wIiA38D8AN1BBAFwgWJBmUHVghaCW8KkwvEDP8NQg+IENARFhNVFIwVtxbTF9wY0BmrGmwbEByVHPkcOh1XHVAdIh3PHFYctxvyGgga+hjKF3gWBxV4E80RCRAuDj4MPQosCA8G6QO8AYz/Wv0q+//42/bB9LTytvDJ7vDsLeuB6e/nd+Yc5d/jwOLA4eHgI+CG3wrfsN523l7eZd6M3tPeN9+331TgC+Ha4cLiv+PQ5PXlKudu6MDpHeuD7PLtZ+/g8Fvy1/NS9cv2P/iu+Rb7dfzL/RX/UgCEAacCvAPABLUFmQZrBywI3Ah5CQQKfArjCjgLfAuuC9AL4QviC9QLuAuNC1YLEgvCCmgKBAqXCSEJpAghCJkHDAd7BucFUQW6BCMEjAP2AmIC0QFCAbgAMQCx/zX/vv5O/uT9gf0k/c/8gvw7/P37xvuW+277Tfs0+yL7F/sT+xb7Hvst+0L7XPt7+5/7x/vz+yP8VvyM/MX8//w8/Xr9uf34/Tj+eP63/vb+NP9w/6v/5f8bAFAAgwCzAOEADAE0AVgBegGZAbQBzAHiAfYBCgIgAjwCXwKMAscCEQNsA9oDXQT0BKIFZAY8BygIJgk1ClMLfgyyDe4OLRBuEawS5RMVFToWTxdTGEEZGBrVGnUb9xtZHJgctRyuHIIcMBy6Gx4bXRp4GXAYRhf8FZIUDBNrEbAP3w37CwQK/wfuBdMDsgGO/2n9Rfsl+Q33//T98grxKO9Z7aDr/elz6ATnsOV65GHjZ+KN4dPgOeDA32jfL98X3x/fRd+K3+zfauAD4bXhgeJj41vkZ+WE5rPn8Og66pDr7+xW7sLvM/Gm8hr0jfX+9mr40fkx+4n81/0a/1EAewGYAqcDpgSWBXQGQgf/B6sIRAnMCUMKpwr6Cj0LbguPC58LoQuTC3cLTgsXC9UKhwovCs0JYgnvCHUI9AdvB+UGVwbGBTQFoAQMBHgD5gJVAscBOwG0ADAAs/85/8X+V/7v/Y79NP3h/JX8UPwT/N37rvuH+2f7T/s9+zL7Lvsx+zn7SPtc+3X7lPu3+977Cfw4/Gr8n/zX/BD9S/2I/cX9A/5C/oD+vv78/jj/c/+t/+X/GgBPAIAAsADcAAYBLQFRAXIBkAGrAcIB1wHrAf8BFQIwAlICfgK4AgADWQPFA0UE2QSDBUEGFAf7B/MI/QkVCzkMZg2bDtQPDhFFEncToRS/Fc4WzBe2GIgZQRrdGl0bvBv7GxccDxzkG5UbIBuIGssZ6xjpF8YWghUhFKMSChFaD5MNuAvNCdMHzQW+A6kBkf93/V/7S/k/9zz1RfNd8YXvwO0Q7Hfq9eiO50LmEuX/4wvjNeJ/4engcuAc4OXfzd/U3/rfPeCd4BjhruFd4iTjAeT05PnlEec56G/ps+oB7Fjtt+4c8IXx8PJc9Mf1L/eU+PP5TPuc/OP9H/9PAHMBigKTA40EdwVRBhoH0wd7CBEJlgkKCmwKvgr/Ci8LTwtfC2ALUws4Cw8L2gqZCk0K9gmWCS4JvQhGCMgHRge/BjQGpgUXBYcE9gNlA9YCSAK9ATQBsAAvALT/Pf/M/mD++/2c/UT98vyo/GX8Kfz0+8b7oPuB+2n7V/tN+0n7S/tU+2L7dvuO+6z7zvv1+x/8Tfx+/LL86Pwg/Vr9lf3R/Q7+S/6I/sX+Af88/3b/r//m/xoATQB+AKwA1wAAASYBSgFqAYcBoQG5Ac0B4AH0AQkCIwJFAnECqQLvAkcDsAMtBL4EZAUfBu0GzwfCCMYJ1wr1CxwNSg58D68Q4BEMEy8URxVRFkkXLRj7GLAZSRrGGiMbYBt8G3UbShv8Gosa9Rk9GWIYZRdIFgwVshM8EqwQBQ9IDXgLlwmoB60FqQOgAZP/hf14+3D5b/d39YvzrvHg7yXufuzu6nXpFejQ5qblmuSr49riKOKU4SDhzOCW4H/ghuCr4OzgSuHD4VXiAOPD45zkieWJ5pvnvOjs6Sjrb+y/7RfvdPDV8TjznPT/9WD3vfgV+mb7r/zu/ST/TQBrAXwCfwNzBFkFLgbzBqgHTAjfCGEJ0gkzCoMKwgrxChALIAsiCxUL+grSCp4KXgoUCr8JYQn7CI0IGAieBx4HmQYSBocF+wRuBOADUgPGAjsCswEuAawALgC2/0L/0/5p/gb+qf1T/QP9uvx4/D78Cvze+7j7mvuC+3H7Z/tj+2X7bft7+4/7p/vE++b7C/w1/GL8kfzE/Pn8MP1p/aP93f0Z/lX+kf7M/gf/Qf95/7H/5v8ZAEsAewCoANMA+wAgAUMBYgF/AZgBrwHDAdYB6QH+ARgCOQJjApoC3wI0A5wDFgSkBEYF/QXHBqMHkgiQCZwKswvUDPwNJw9TEH0RoxLAE9EU1RXIFqgXcRgiGbgZMhqNGska5BrdGrQaZxr4GWYZshjbF+QWzRWXFEUT1xFQELIO/ww4C2IJfQeOBZUDlwGW/5P9kfuU+Z73sfXQ8/3xOfCI7ursYuvx6ZnoW+c45jHlR+R748ziPOLL4XjhQ+Et4TThWOGY4fPhauL54qDjX+Qz5RvmFuci6D3pZuqb69vsJO5078rwI/J/89v0N/aQ9+X4Nfp/+8H8+v0p/0wAYwFuAmwDWwQ7BQwGzQZ+Bx4IrggtCZwJ+wlJCoYKtQrTCuMK5ArXCr0KlgpjCiUK3AmKCS4JygheCOwHcwf2BnUG8AVpBd8EVQTKA0ADtwIvAqoBJwGoAC0At/9G/9n+cv4R/rb9Yv0U/cz8jPxT/CD89PvQ+7L7m/uK+4D7fPt/+4f7lPun+7/72/v8+yH8Svx2/KT81vwK/UD9d/2w/en9I/5e/pj+0/4M/0X/fP+y/+f/GQBKAHgApADOAPUAGgE8AVoBdgGPAaYBugHMAd4B8wEMAiwCVgKMAs8CIwOIA/8DigQpBdwFoQZ5B2IIWwlhCnMLjQyuDdMO+Q8dETwSUxNfFF0VShYlF+oXlxgqGaEZ+xk1Gk8aSRogGtYZaRnaGCkYWBdmFlUVJhTbEnUR9g9hDrcM+wouCVQHbwWBA44BmP+g/ar7uPnN9+r1E/RK8pDw6O5T7dTra+oa6ePnxubF5eDkGORu4+HicuIh4u3h1+He4QHiQOKZ4g3jmeM95Pfkx+Wq5p/npei66d3qDOxF7Yfuz+8e8XDyxPMZ9W32vvcM+VX6mPvT/AX+Lf9KAFwBYQJZA0MEHgXqBacGVAfxB34I+whnCcMJEApMCnkKlwqnCqgKnAqCClwKKgrtCaYJVQn7CJkIMAjAB0oH0AZRBs8FSwXFBD0EtQMuA6gCIwKhASEBpQAsALn/Sv/f/nv+HP7D/XD9JP3e/J/8Z/w1/Av85/vK+7P7o/uZ+5X7mPuf+637v/vW+/L7Evw2/F78ify3/Of8Gv1P/YX9vP31/S7+Z/6g/tn+Ef9J/3//tP/o/xgASAB2AKEAygDwABQBNQFTAW4BhwGdAbABwgHUAegBAQIgAkkCfQLAAhEDdAPpA3EEDQW7BX0GUAc0CCcJKAozC0gMYw2BDqEPvhDXEegS7hPnFM8VpRZmFw8YnxgUGWsZpBm+GbgZkBlHGdwYURikF9cW6hXfFLcTchIUEZ4PEQ5xDL4K+wgsB1EFbgOFAZr/rf3C+9v5+vci9lX0lvLl8Ebvuu1D7OLqmelo6FLnVuZ25bLkC+SC4xXjxeKT4n3ihOKn4uTiPOOt4zbk1uSN5VjmNucm6CbpNepS63rsrO3n7inwcPG68gf0VfWi9uz3M/l1+rD75PwQ/jL/SABUAVQCRgMrBAIFygWCBiwHxQdPCMkIMwmOCdgJEwpACl0KbAptCmEKSAojCvIJtglxCSEJyQhqCAIIlQciB6oGLgavBS4FqgQmBKEDHQOZAhcCmAEbAaEAKwC7/07/5v6D/ib+z/1+/TT97/yy/Hv8Svwh/P774fvL+7v7sfuu+7D7uPvF+9f77fsJ/Cj8S/xy/Jz8yfz5/Cr9Xv2T/cn9AP44/nD+qP7f/hf/Tf+C/7b/6P8YAEYAcwCdAMUA6wAOAS4BTAFmAX4BlAGnAbgBygHeAfYBFQI8AnACsAIAA2ED1ANZBPEEnAVZBigHBwj1CPAJ9QoEDBkNMQ5LD2IQdRGAEoATcxRXFSgW5RaKFxcYiRjfGBcZMBkqGQMZuxhTGMoXIRdZFnEVbBRKEw0SthBID8QNLAyDCsoIBAc0BVsDfQGc/7r92fv9+Sb4WfaW9ODyOfGj7x/usOxX6xTq6uja5+TmCOZJ5abkH+S142fjNuMg4yfjSeOF49vjSeTP5GzlH+bl5r/nquik6a7qxOvm7BLuRu+A8MDxBPNJ9JD11fYZ+Fj5k/rI+/X8G/42/0cATQFHAjQDFATmBKoFXwYEB5sHIQiZCAAJWQmiCdwJBwokCjIKNAooCg8K6wm7CYEJPAnvCJkIOwjWB2sH+waFBgwGkAURBZAEDwSNAwsDiwIMAo8BFQGeACoAvP9R/+z+i/4w/tv9jP1D/QD9xPyO/F/8NvwU/Pj74vvT+8n7xvvI+8/73Pvu+wT8H/w9/GD8hvyv/Nv8Cf06/Wz9oP3V/Qv+Qv54/q/+5v4c/1H/hf+3/+n/FwBFAHAAmgDBAOYACAEoAUUBXwF2AYsBngGvAcAB0wHrAQkCMAJiAqIC8AJPA78DQQTWBH0FNgYAB9oHwwi5CbkKwgvRDOMN9g4IEBQRGRIUEwMU4RSuFWYWCBeSFwIYVRiMGKUYnxh5GDMYzRdHF6IW3RX7FPsT3xKpEVoQ8w54DekLSQqZCN0GFwVJA3UBnv/H/fD7HvpS+I721fQo84rx/e+C7hvtyeuN6mrpX+hu55jm3eU95bnkUeQF5NTjwOPG4+fjIuR25OLkZuX/5a7mcOdF6CrpIOoj6zTsT+117qLv1vAP8kvzivTJ9Qj3RPh9+bH63/sG/SX+O/9FAEYBOgIjA/4DywSKBTsG3QZxB/QHaQjPCCUJbQmlCdAJ7An6CfsJ8AnYCbQJhQlMCQkJvghpCA4IqwdCB9QGYQbrBXEF9QR3BPgDeQP7An0CAAKGAQ8BmgApAL7/Vf/y/pP+Ov7n/Zr9Uv0R/db8ofxz/Ev8KfwO/Pn76vvh+9373/vm+/P7BPwa/DT8Uvx0/Jn8wfzs/Br9Sf16/a394f0W/kv+gf63/uz+If9U/4f/uf/p/xcAQwBuAJcAvQDhAAIBIQE9AVcBbgGCAZUBpQG2AckB4AH+ASQCVQKTAuACPAOqAykEuwReBRQG2QavB5MIgwl+CoELigyWDaQOrw+2ELURqxKUE24UNhXrFYkWEBd9F88XBRgdGBcY8hetF0oXxxYlFmQVhxSNE3cSRxEAEKEOLQ2nCxAKagi3BvsENgNtAaH/0/0H/D76fPjC9hL1b/Pa8Vbw4+6D7TjsBOvn6eLo9uck523m0eVP5erkn+Rw5FzkYuSC5LzkDuV45fjlj+Y55/jnyOio6Znql+uh7Lft1e787yrxXPKS88n0AvY592/4ofnO+vb7F/0v/j//RAA/AS4CEQPoA7EEbAUZBrgGRwfJBzsIngjzCDkJcAmZCbUJwwnECbkJoQl+CVEJGQnYCI0IOwjhB4EHGgeuBj4GygVTBdoEXwTjA2YD6gJvAvUBfgEJAZcAKAC//1n/+P6b/kT+8/2n/WH9If3n/LT8h/xf/D/8JPwP/AD89/v0+/b7/fsJ/Br8L/xJ/Gb8h/ys/NP8/fwq/Vj9iP26/e39If5V/on+vv7y/iX/WP+K/7v/6v8WAEIAbACTALkA3AD9ABsBNwFQAWYBegGMAZwBrQG/AdYB8wEYAkgChQLQAioDlgMSBKEEQQXyBbQGhQdjCE8JRApBC0UMSw1TDlgPWhBUEUQSKBP9E8EUchUNFpEW+xZMF4AXmBeSF20XKxfJFkkWqhXuFBUUIRMREugQpw9QDuUMZwvYCTsIkgbfBCUDZQGj/9/9Hfxe+qX49fZP9bXzKPKs8EHv6e2m7HjrYeph6Xvoref65mHm4+V/5TblCOX05PrkGuVS5aPlCuaI5hvnwud86EjpJOoP6wfsDO0c7jTvVfB78afy1vMH9Tn2aveZ+MT56/oM/Cf9Of5D/0IAOAEiAgAD0gOXBE4F9wWSBh8HngcNCG8IwQgGCTwJZAl/CY0JjgmDCWwJSgkdCecIpwheCA4ItgdXB/MGigYcBqoFNgW/BEYEzQNTA9oCYQLqAXUBAwGUACgAwP9d//3+o/5O/v79tP1v/TH9+PzG/Jr8c/xT/Dn8JfwW/A78CvwM/BP8H/ww/EX8Xvx6/Jv8vvzl/A79Of1n/Zb9x/34/Sv+Xv6R/sX++P4q/1z/jf+8/+r/FgBAAGkAkAC1ANcA9wAVATABSAFeAXIBgwGTAaQBtgHMAegBDQI8AncCwAIZA4ID/AOHBCQF0QWPBlsHNQgbCQsKAwsBDAINBA4ED/8P9BDfEb4SjxNPFPsUkxUUFn0Wyxb+FhUXEBfsFqsWSxbOFTMVexSnE7cSrRGLEFEPAQ6dDCgLogkOCG4GxAQTA10Bpf/r/TL8ffrO+Cf3ivX483XyAfGe703uEO3p69jq3un86DTohOfv5nPmEubK5Z3liuWQ5a/l5uU05prmFeel50jo/ujF6Z3qgut27HXtfu6R76vwzPHx8hn0RPVv9pn3wvjn+Qf7Ivw3/UP+R/9BADEBFgLwAr0DfQQxBdYFbgb4BnQH4QdACJEI1AgJCTEJSwlYCVkJTgk4CRcJ6wi2CHcIMAjhB4sHLwfNBmUG+gWLBRkFpQQvBLgDQQPKAlQC4AFtAf0AkAAnAML/YP8D/6r+V/4J/sD9fv1A/Qn92Pys/If8aPxO/Dr8LPwj/CD8Ivwp/DX8RfxZ/HL8jvyt/ND89vwe/Un9df2j/dP9BP41/mf+mf7L/v3+L/9f/4//vv/r/xUAPwBnAI0AsQDTAPIADwEpAUEBVwFqAXsBiwGbAawBwgHdAQECLwJpArECCANvA+YDbgQHBbEFagYyBwgI6QjUCcYKvwu6DLYNsQ6nD5YQfBFXEiMT3hOHFBwVmhUAFk0WfxaWFpAWbhYtFtAVVRW+FAoUOhNQEkwRLxD8DrQNWAzqCm0J4QdLBqoEAgNVAaf/9v1H/Jz69vhY98T1O/TA8lPx+O+v7nntWOxN61jqfOm36AvoeecA56HmW+Yv5hzmIuZA5nbmw+Ym557nK+jL6H3pQOoT6/Tr4uzb7d/u7O8A8RryOfNb9H/1pPbI9+r4CPoj+zj8Rv1N/kv/PwAqAQsC4AKoA2UEFAW2BUsG0QZKB7UHEghiCKMI1wj+CBgJJQkmCRsJBQnlCLoIhQhICAMItgdhBwcHpwZCBtkFbAX9BIsEGASkAy8DuwJHAtYBZgH4AI0AJgDD/2T/CP+y/mD+FP7N/Yv9UP0a/en8v/ya/Hv8YvxP/EH8Ofw2/Df8PvxJ/Fn8bfyF/KH8wPzi/Af9Lv1Y/YP9sP3f/Q/+P/5w/qH+0v4D/zP/Y/+R/7//6/8VAD4AZQCKAK0AzgDtAAkBIwE6AU8BYgFzAYIBkgGjAbgB0wH2ASMCXAKiAvcCXAPQA1YE7ASSBUcGCwfbB7gInQmLCn4LdAxrDWAOUQ87EBwR8RG5EnETFhSnFCMVhxXSFQMWGRYUFvIVsxVYFeAUSxSbE9AS6xHsENYPqQ5oDRQMrgo5CbYHKAaQBPICTgGp/wH+XPy5+h35iPf89Xz0CfOl8VHwDu/f7cTsv+vQ6vjpOOmQ6ADoiuct5+nmvear5rDmzuYD507nr+cl6K/oS+n56bjqhuti7EvtP+4+70TwU/Fn8oDzm/S59df29fcR+Sn6PvtM/FX9Vv5P/z4AJAH/AdAClANMBPgElwUoBqwGIgeLB+YHMwhzCKYIzAjlCPII8wjpCNMIswiKCFYIGgjWB4sHOQfgBoIGIAa5BU4F4QRyBAEEjwMdA6wCOwLLAV4B8wCKACUAxP9n/w7/uf5p/h/+2f2Z/V79Kv36/NH8rfyP/Hb8Y/xW/E78SvxM/FP8Xvxt/IH8mPyz/NL88/wX/T79Zv2R/b396/0Z/kn+eP6p/tn+CP84/2b/lP/A/+z/FAA8AGMAhwCpAMoA6AADAR0BNAFIAVoBawF6AYkBmgGvAckB6wEXAk8ClALnAkkDuwM+BNAEcwUkBuQGsAeHCGgJUQo+Cy8MIQ0QDvwO4Q+9EI4RUhIFE6cTNRSuFBAVWhWKFZ8VmhV5FTsV4hRsFNsTLxNoEogRjxB/D1kOHg3RC3MKBgmLBwYGdwThAkcBqv8M/nD81vpD+bb3M/a79FDz9PGn8GzvQ+4v7S/sRety6rXpEemF6BHotudz50nnN+c851nnjefW5zXoqegv6cjpc+ou6/frz+yy7aHumu+b8KTxsvLF89r08vUK9yH4N/lK+lj7Yfxk/V/+U/89AB4B9AHAAoADNQTdBHgFBgaHBvsGYQe6BwYIRQh3CJwItAjBCMIIuAijCIMIWggoCO4HqwdhBxEHugZeBv4FmQUxBcYEWQTrA3wDDAOdAi8CwQFWAe0AhwAkAMb/av8T/8D+cv4p/uX9pv1t/Tn9C/3i/L/8ovyK/Hf8avxi/F/8Yfxn/HL8gfyU/Kv8xvzj/AT9J/1N/XX9nv3K/fb9JP5S/oH+sP7f/g7/PP9q/5b/wv/s/xQAOwBhAIQApgDFAOMA/gAXAS0BQQFTAWMBcgGBAZEBpQG/AeEBDAJCAoUC1wI3A6cDJgS2BFUFAga+BoYHWAg0CRgKAAvsC9gMww2pDooPYRAtEe0RnBI7E8YTPBScFOQUExUoFSMVAhXGFG8U/BNuE8USAhInETMQKQ8JDtYMkAs5CtQIYgflBV4E0gJAAaz/F/6D/PP6aPnk92n2+vSW80Hy/PDH76Xul+2c7Lfr6eow6pDpBumV6Dzo++fR57/nxefh5xToXOi56CnprelD6urqoetm7DntF+4B7/Xv8PDz8fvyCPQY9Sn2PPdN+Fz5afpy+3X8cv1o/lf/OwAYAeoBsQJtAx0EwgRZBeUFYwbUBjgHkAfaBxcISAhsCIQIkQiSCIcIcwhUCCwI+wfCB4EHOQfqBpUGOwbdBXoFFAWsBEEE1QNpA/sCjwIiArgBTwHoAIQAIwDH/23/GP/H/nv+M/7x/bP9e/1J/Rv99PzR/LX8nfyL/H78dvxz/HX8e/yG/JX8p/y+/Nf89PwU/Tf9XP2D/az91v0C/i7+W/6J/rf+5f4T/0D/bf+Y/8P/7P8TADoAXgCBAKIAwQDeAPgAEAEmAToBTAFbAWoBeAGIAZwBtgHWAQACNgJ3AscCJQOTAw8EnAQ3BeEFmQZcByoIAgngCcMKqguRDHcNWA40DwcQzxCKETYS0RJZE8wTKhRwFJ4UsxSuFI4UUxT+E40TAhNdEp8RyBDaD9UOvA2PDFALAQqjCDkHxAVGBMICOQGu/yL+l/wP+4z5Efie9jf12/ON8k/xIfAF7/ztB+0n7F3rqeoM6oXpFum/6H/oV+hF6EvoZuiY6N7oOemo6Snqu+pe6xHs0uyg7XruX+9N8EPxQfJD80r0VPVg9mz3d/iB+Yj6i/uI/ID9cf5a/zoAEQHfAaICWgMHBKcEPAXEBUAGrgYRB2YHrgfqBxoIPghVCGEIYghYCEQIJgj/B88HlwdXBxEHxAZxBhkGvAVcBfgEkgQqBMADVgPrAoACFwKuAUgB4wCBACMAyP9x/x3/zv6D/j3+/P3A/Yn9WP0r/QT94/zH/LD8nvyR/Ir8h/yI/I78mfyn/Lr80Pzp/AX9Jf1G/Wr9kf24/eL9Df44/mT+kf6+/uv+GP9E/3D/m//E/+3/EwA4AFwAfgCfAL0A2QDzAAsBIAEzAUUBVAFiAXABgAGTAawBzAH1ASkCagK4AhQDfwP5A4IEGwXBBXQGMwf9B9AIqQmICmoLTAwsDQkO4A6uD3IQKRHREWkS7hJfE7sTABQtFEEUPBQcFOMTjxMhE5kS+BE+EWwQgg+DDnANSQwRC8oJcwgRB6QFLwSzAjIBsP8s/qn8Kvuw+T340vZy9R701/Kg8XnwY+9g7nDtlezP6x/rheoB6pXpQOkB6dnoyOjO6OnoGele6bfpI+qh6jHr0Ot/7DztBu7b7rvvpPCV8Y3yivOL9I/1lfab96H4pfmm+qP7nPyO/Xr+Xv85AAwB1QGUAkgD8AOOBB8FpAUdBooG6QY9B4QHvwftBxAIJwgzCDQIKggXCPkH0wekB20HLwfqBp4GTQb3BZ0FPgXdBHkEEwSrA0MD2wJzAgsCpQFBAd4AfwAiAMr/dP8i/9T+i/5H/gf+zP2X/Wb9O/0V/fT82fzC/LH8pPyd/Jr8m/yh/Kz8uvzM/OH8+vwW/TT9Vf15/Z79xf3u/Rf+Qv5t/pn+xf7x/h3/SP9z/53/xv/t/xMANwBaAHwAmwC5ANQA7gAFARoBLQE+AUwBWgFoAXgBiwGjAcIB6wEeAlwCqQIDA2sD4wNpBP4EoQVQBgwH0QefCHQJTgorCwgM5Ay8DY4OWA8XEMoQbxEDEoUS9BJOE5ETvRPRE8wTrRN1EyMTuBIzEpUR3xAREC0PMw4mDQYM1AqTCUUI6gaFBRgEpAIsAbL/Nv68/EX70/lo+AX3rPVg9CDz7/HO8L/vwe7X7QDtPuyS6/vqe+oR6r3pgOlZ6UnpTulo6Zjp2+ky6pzqF+uk60Ds6+yk7WnuOu8V8Pnw5PHX8s7zyvTJ9cn2yvfK+Mj5xPq7+678nP2C/mH/OAAGAcsBhQI1A9sDdQQDBYUF+wVlBsMGFQdaB5QHwgfkB/oHBggHCP0H6gfNB6gHegdEBwcHwwZ6BioG1gV+BSEFwgRgBPwDlwMxA8sCZQIAApwBOgHZAHwAIQDL/3f/J//b/pP+UP4S/tn9pP11/Ur9Jf0F/er81PzD/Lf8r/yt/K78tPy+/Mz83vzz/Av9Jv1E/WT9h/2r/dH9+f0i/kz+dv6h/sz+9/4i/0z/dv+f/8f/7v8SADYAWAB5AJgAtQDQAOgA/wAUASYBNwFFAVMBYAFwAYIBmgG5AeABEgJPApoC8gJZA84DUQTjBIIFLgblBqYHcAhACRUK7QrFC5wMcA09DgMPvg9tEA4RoBEfEosS4xIlE1ATZBNfE0ETChO6ElASzhE0EYEQuA/ZDuUN3QzDC5kKXwkXCMQGZwUBBJUCJQGz/0D+zvxf+/X5kvg29+X1oPRn8z3yIvEY8CDvO+5p7avsA+xv6/Lqiuo46vzp1unG6cvp5ekT6lXqquoS64vrFOyt7FTtCe7K7pbvbfBM8TLyH/MS9Aj1Afb89vf38vjq+eH60/vB/Kn9iv5l/zYAAAHBAXcCJAPFA1wE5wRnBdoFQgaeBu4GMgdqB5cHuAfOB9kH2gfRB74Hogd+B1EHHAfgBp4GVgYIBrYFXwUFBagESATmA4MDIAO8AlgC9QGTATMB1QB5ACAAzP96/yv/4f6b/lr+Hf7k/bH9g/1Z/TX9Ff37/OX81fzJ/ML8v/zB/Mb80Pze/O/8A/0b/Tb9U/1z/ZT9uP3d/QT+LP5V/n/+qf7T/v3+J/9Q/3n/of/I/+7/EgA1AFYAdgCVALEAywDjAPoADgEgATABPgFLAVkBaAF6AZEBrwHWAQYCQwKMAuICRgO5AzkEyARjBQwGvwZ8B0EIDQndCbEKhAtXDCYN7w2wDmcPExCwED4RuxElEnsSuxLmEvkS9BLXEqESUhLrEWwR1RAmEGEPhw6YDZYMggteCisJ6geeBkkF6wOHAh8Btf9K/uD8efsW+rv4Z/cd9t/0rfOJ8nTxcPB9753u0O0W7XHs4etm6wDrsOp26lHqQepG6l/qjOrN6iDrhev864LsF+277WzuKe/x78PwnfF/8mfzVPRF9Tj2Lvcj+Bn5DPr9+ur70/y2/ZP+aP81APsAtwFqAhIDsQNEBMwESQW6BSAGeQbIBgoHQQdtB40HoweuB68HpgeUB3gHVAcoB/UGugZ6BjMG5wWWBUIF6QSOBDAE0QNwAw4DrAJLAuoBigEsAdAAdwAgAM3/ff8w/+f+o/5j/if+8P2+/ZD9aP1E/Sb9DP33/Ob82/zU/NH80vzY/OL87/wA/RT9K/1F/WL9gf2i/cX96f0P/jb+Xv6H/rD+2f4C/yv/VP98/6P/yf/v/xEANABVAHQAkQCtAMcA3wD0AAgBGgEpATcBRAFRAWABcgGIAaYBzAH7ATYCfQLSAjQDpAMiBK0ERgXqBZkGUgcTCNsIpwl2CkULEwzdDKINXw4SD7oPVBDfEFkRwREVElQSfRKQEosSbxI6Eu0RiBEMEXgQzQ8MDzcOTQ1RDEMLJQr4CL8HegYsBdUDeQIZAbf/U/7x/JL7N/rj+Jb3VPYc9fHz0/LF8cbw2e/97jTuf+3d7FDs2Ot06ybr7erI6rnqvurW6gPrQuuT6/brauzu7IDtIO7N7obvSvAX8ezxyfKs85T0gPVu9l73T/g/+S36GfsB/OT8wv2a/mz/NAD1AK0BXAIBA5wDLASyBCwFmgX+BVYGogbjBhkHRAdkB3kHhAeFB3wHagdPBywHAQfOBpUGVgYRBsYFeAUlBc4EdQQZBLwDXQP9Ap4CPgLfAYIBJgHMAHQAHwDO/4D/Nf/t/qr+bP4x/vv9yv2e/Xb9U/01/Rz9B/33/Oz85fzi/OT86vzz/AD9EP0k/Tv9VP1w/Y79r/3R/fX9Gv5A/mf+j/63/uD+CP8w/1j/f/+l/8v/7/8RADMAUwBxAI4AqQDCANoA7wACARQBIwExAT0BSgFYAWoBgAGdAcIB8AEqAnACwgIiA5ADCwSUBCkFyQV1BioH5weqCHIJPAoHC9ALlgxXDQ8Ovw5jD/oPghD5EF8RsRHvERcSKRIlEgkS1RGKEScRrhAdEHYPuQ7oDQQNDQwFC+0JxwiUB1YGDwXAA2sCEgG4/1z+Av2q+1f6CvnF94n2WPUz9BzzE/Ia8TLwW++W7uXtR+297Efs5uuZ62HrPusu6zPrS+t367TrBOxl7NbsV+3m7YPuLO/h76DwafE68hLz8PPT9Lr1o/aO93n4ZPlN+jT7F/z1/M/9ov5v/zMA8ACkAU8C8QKIAxUEmAQPBXsF3QUzBn4GvQbyBhwHOwdQB1oHWwdSB0EHJwcEB9oGqQZxBjMG7wWnBVkFCAW0BFwEAwSnA0oD7QKPAjIC1QF5AR8BxwBxAB4Az/+C/zn/8/6y/nT+O/4H/tf9q/2E/WL9Rf0s/Rj9CP39/Pb89Pz1/Pv8BP0R/SH9NP1K/WP9fv2c/bz93f0A/iT+Sv5w/pf+vv7m/g3/Nf9b/4L/p//M/+//EQAyAFEAbwCLAKYAvgDVAOoA/QAOAR0BKgE2AUMBUQFiAXgBlAG4AeYBHgJiArMCEQN8A/UDegQMBaoFUQYCB7sHegg9CQMKygqPC1EMDQ3CDW4ODg+iDycQnBD/EE8RjBGzEcURwRGlEXMRKRHJEFEQxA8gD2gOmw28DMoLyAq2CZYIagczBvMEqwNeAg0Buv9l/hL9wvt2+jD58ve99pP1dfRj82DybPGJ8Lfv9+5J7q7tJ+207FXsCuzT67Droeum677r6Osl7HPs0exA7b7tSu7j7onvOvD18LrxhvJZ8zP0EfXz9df2vfej+Ij5bfpO+yz8Bv3b/ar+cv8yAOsAmwFDAuECdQP/A34E8wRdBbwFEAZaBpgGzAb0BhMHJwcyBzIHKgcZB/8G3Qa0BoQGTQYRBs4FhwU8BewEmgREBOwDkwM4A90CgQImAssBcQEZAcMAbwAeAND/hf89//n+uf59/kX+Ev7i/bj9kv1x/VT9PP0o/Rn9Dv0H/QX9Bv0L/RT9If0w/UP9Wf1x/Yz9qf3I/en9C/4v/lP+ef6f/sX+7P4T/zn/X/+E/6n/zf/w/xAAMABPAGwAiACiALoA0ADlAPcACAEXASQBMAE8AUoBWgFvAYsBrgHbARICVQKkAgADaQPfA2IE8ASKBS4G3AaQB0sICgnMCY4KTwsNDMUMdg0eDrsOSw/OD0AQoRDwECsRUhFjEV4RRBESEcsQbBD3D20PzQ4ZDlANdgyJC4wKgAlnCEEHEQbYBJcDUQIHAbv/bv4j/dn7lfpW+R/48fbN9bT0qfOr8r3x3vAR8FXvq+4T7o/tHu3B7HjsQuwg7BLsFuwt7Ffskuze7DvtqO0j7qzuQu/k75HwSPEI8tDyn/N09E31KvYJ9+r3y/is+Yv6aPtB/Bf95/2x/nX/MQDmAJIBNgLRAmID6QNlBNgEQAWdBe8FNwZ0BqYGzgbsBgAHCgcLBwIH8gbYBrcGjwZgBisG7wWuBWkFHwXRBIAELQTXA38DJgPNAnMCGgLBAWkBEwG/AG0AHQDR/4j/Qf///sD+hf5P/hz+7v3F/Z/9f/1j/Uv9OP0p/R79F/0V/Rb9HP0k/TH9QP1S/Wj9f/2a/bb91P30/Rb+Of5d/oH+pv7M/vL+GP89/2L/h/+r/87/8P8QAC8ATQBqAIUAngC2AMwA4ADyAAIBEAEdASkBNQFCAVMBaAGCAaUB0QEHAkgClgLvAlYDygNJBNUEbAUMBrYGZwcdCNgIlglUChELygt+DCwN0A1qDvcOdg/mD0UQkhDMEPIQAxH/EOQQtBBuEBEQnw8YD3sOyw0HDTEMSQtSCkwJOAgZB+8FvQSDA0QCAQG9/3f+Mv3w+7P6e/lK+CP3Bfbz9O3z9fIM8jLxafCx7wrvdu717YftLO3k7K/sjuyA7ITsm+zD7P3sSO2j7Q3uhe4L757vPfDm8JrxVvIZ8+TztPSI9WD2O/cX+PP4z/mp+oH7Vvwn/fL9uP54/zAA4QCKASoCwQJPA9MDTQS9BCMFfgXOBRQGUAaBBqgGxgbZBuMG5AbcBssGswaSBmsGPQYIBs4FjwVLBQMFtwRnBBYEwgNsAxUDvgJmAg4CtwFiAQ0BuwBqABwA0v+K/0b/BP/H/o3+WP4n/vr90f2t/Y39cf1a/Uf9OP0u/Sj9Jf0n/Sz9NP1A/U/9Yf12/Y39p/3D/eD9AP4h/kP+Zv6J/q7+0/74/h3/Qf9m/4r/rf/P//D/DwAuAEwAaACCAJsAsgDHANsA7QD9AAsBFwEjAS4BOwFLAWABegGcAccB/AE8AocC3wJEA7UDMgS6BE4F6wWRBj4H8QeoCGEJGwrTCokLOQzjDIQNGg6kDiEPjg/rDzcQbxCUEKUQoRCHEFgQExC5D0kPxA4rDn8NvwztCwsLGQoZCQsI8gbPBaMEcAM4AvwAvv+A/kL9B/zQ+p/5dfhU9zz2MPUw9D3zWfKE8b/wC/Bo79fuWe7t7ZTtTe0a7fns6+zw7AbtLu1m7a/tCO5w7ubuae/575TwOvHp8aHyYfMn9PL0wvWV9mv3Q/ga+fH5x/qa+2r8Nv3+/b/+e/8vANwAgQEeArICPQO+AzUEowQGBV8FrgXzBS0GXQaEBqAGswa9Br4GtgamBo4GbgZIBhoG5wWuBXAFLgXnBJ0ETwT/A60DWQMEA64CWQIDAq4BWgEHAbcAaAAcANP/jf9K/wr/zv6V/mH+Mf4F/t39uf2a/X/9aP1W/Uj9Pv03/TX9Nv07/UT9T/1e/XD9hP2b/bT9z/3s/Qv+K/5M/m7+kv61/tn+/f4i/0b/af+M/6//0P/x/w8ALQBKAGYAfwCYAK4AwwDWAOgA9wAFAREBHAEoATUBRAFYAXIBkwG9AfEBLwJ5As8CMgOgAxsEoAQwBcoFbQYWB8UHeAgtCeMJmApJC/YLnAw5DcwNVA7NDjkPlA/dDxUQORBJEEUQLBD+D7oPYg/1DnMO3Q00DXkMrAvOCuEJ5gjfB8wGrwWJBF0DKwL2AMD/iP5R/R387frC+Z/4g/dy9mv1cfSD86Ty1PET8WPwxO8277ruUO757bXtgu1i7VXtWe1v7Zbtze0V7mvu0e5E78XvUfDp8IvxN/Lr8qbzaPQv9fv1yfab9234QPkT+uT6s/t+/Eb9Cf7G/n7/LgDXAHkBEgKjAisDqQMeBIkE6gRCBY8F0gULBjoGYAZ8Bo4GmAaYBpEGgQZpBksGJQb5BccFjwVSBREFzASDBDcE6QOYA0YD8wKgAkwC+AGlAVIBAgGzAGYAGwDU/4//Tv8P/9T+nf5q/jv+EP7p/cb9p/2N/Xf9Zf1X/U39R/1E/Ub9S/1T/V79bf1+/ZL9qP3B/dv9+P0W/jX+Vv53/pn+vP7g/gP/Jv9K/2z/j/+w/9H/8f8PACwASQBjAH0AlACrAL8A0gDjAPIA/wALARYBIgEuAT0BUQFqAYoBswHmASMCbALAAiADjAMEBIcEFAWqBUkG7waaB0kI+gisCV0KCwu0C1YM8AyADQQOfA7kDj4Phg+8D98P7w/rD9MPpQ9kDw0Pog4jDpAN6ww0DGsLkgqrCbUIswemBo8FcARKAx8C8QDB/5D+YP0y/An75fnH+LL3p/am9bH0yPPu8iLyZfG58B3wk+8Z77LuXe4a7ujtye287cDt1e377TLueO7M7jDvoe8e8KjwPPHb8YPyM/Pq86j0a/Uy9vz2yfeX+Gb5M/oA+8r7kvxV/RT+zf6B/y0A0gBxAQcClAIZA5UDBwRwBM8EJQVwBbIF6gUYBj0GWAZqBnMGdAZsBl0GRgYoBgMG2AWnBXAFNQX1BLEEagQgBNMDhQM0A+MCkQI/Au0BmwFLAfwArwBkABsA1f+S/1H/FP/b/qX+c/5F/hr+9P3S/bT9m/2F/XP9Zf1c/Vb9U/1V/Vr9Yv1t/Xv9jP2f/bX9zf3n/QP+IP4//l/+gP6h/sP+5v4I/yv/Tv9w/5H/sv/S//H/DgArAEcAYQB6AJEApwC7AM0A3gDtAPoABQEQARsBJwE2AUkBYgGCAaoB2wEXAl4CsQIPA3kD7gNuBPgEiwUmBsgGcAcbCMkIdwkkCs4KcwsSDKkMNQ23DSwOkg7pDjAPZQ+ID5cPkw97D08PDw+6DlEO1Q1GDaQM8AssC1gKdQmFCIkHgQZwBVgEOAMUAuwAwv+Y/m79R/wk+wb67/jg99r23/Xv9Az0NvNu8rbxDfF18O3vd+8S777ufO5M7i7uIe4l7jruX+6U7tjuK++N7/vvdvD98I7xKfLN8nrzLfTn9KX1aPYu9/b3wPiK+VT6HPvi+6T8ZP0e/tT+g/8sAM4AaQH8AYYCCAOBA/EDWAS1BAgFUgWSBckF9gUaBjUGRwZQBlAGSQY6BiMGBgbiBbcFhwVSBRgF2gSXBFIECQS+A3EDIwPTAoMCMgLiAZMBRAH3AKsAYQAaANb/lP9V/xn/4f6s/nv+Tv4l/gD+3v3B/aj9k/2B/XT9av1k/WL9ZP1o/XD9e/2J/Zn9rP3C/dn98/0O/iv+Sf5o/oj+qf7K/uz+Dv8w/1H/c/+U/7T/0//y/w4AKgBFAF8AdwCOAKMAtwDJANkA5wD0AAABCgEVASEBMAFCAVoBegGhAdEBDAJRAqIC/gJlA9gDVQTcBGwFBAajBkcH7weYCEMJ7AmSCjQLzwtjDO0Maw3dDUIOlw7cDhAPMg9BDz0PJg/7DrsOaQ4CDokN/AxeDK4L7gofCkEJVghfB10GUgVABCYDCALmAMT/oP59/Vz8P/sn+hb5DfgN9xf2LPVO9H3zufIF8mDxy/BG8NLvb+8d793uru6Q7oPuh+6c7sDu9O4374jv5+9T8MzwT/He8XbyFvO/8270JPXe9Z32X/cj+Oj4rvlz+jf7+Pu3/HL9Kf7a/ob/KwDJAGEB8QF4AvcCbgPbA0AEmwTsBDUFdAWpBdUF+AUTBiQGLQYuBiYGFwYBBuUFwQWYBWkFNQX8BL8EfgQ6BPMDqgNeAxEDwwJ1AiYC2AGKAT0B8QCnAF8AGQDX/5f/Wf8e/+f+tP6E/lj+L/4L/ur9zf21/aD9j/2C/Xn9c/1x/XL9dv1+/Yn9lv2n/bn9zv3l/f79Gf41/lL+cf6Q/rD+0f7y/hP/NP9V/3b/lv+2/9T/8v8OACoARABdAHUAiwCgALMAxADUAOIA7wD6AAUBDwEbASkBOwFTAXEBmAHHAQECRAKTAu0CUwPDAz0EwQROBeMFfgYfB8MHaQgQCbUJWAr2Co4LHgylDCENkQ3zDUYOig69Dt4O7Q7pDtIOqA5qDhkOtQ0+DbUMGgxuC7IK5wkOCSgINgc6BjUFKAQVA/0B4QDF/6f+iv1w/Fn7SPo8+Tn4PvdO9mj1jvTC8wPzUvKx8R/xnfAr8Mvve+887w7v8O7k7uju/O4f71LvlO/j70DwqvAg8aHxLPLA8l7zA/Su9GD1FvbR9o73TvgP+dH5kvpR+w/8yfyA/TP+4f6J/yoAxQBZAeYBawLnAlsDxgMoBIEE0QQYBVUFigW1BdcF8QUCBgsGCwYEBvYF4AXEBaEFeQVLBRgF4ASlBGUEIwTdA5UDTAMAA7QCZwIaAs4BgQE2AewApABdABkA2P+Z/13/I//t/rv+jP5h/jn+Fv72/dr9wf2t/Zz9kP2H/YH9f/2A/YT9jP2W/aT9tP3G/dr98f0J/iP+P/5b/nn+mP63/tf++P4Y/zn/Wf95/5j/t//V//L/DgApAEIAWwByAIgAnACvAMAA0ADeAOoA9QD/AAkBFQEjATUBTAFpAY8BvQH1ATgChQLdAkADrgMmBKcEMQXDBVoG9waYBzoI3giACR8KugpOC9sLXwzZDEYNpg34DToOaw6MDpsOlw6ADlcOGw7LDWkN9QxuDNcLLwt3CrAJ3Aj7Bw8HGAYYBREEBAPyAd0Axv+v/pj9hPxz+2f6Yvlk+G/3g/aj9c70BfRK857yAPJx8fLwg/Ak8NbvmO9r70/vQu9G71rvfe+u7+7vPPCX8P/wcvHw8XjyCvOj80X07fSb9U32BPe993n4Nvnz+bD6a/sk/Nv8jv09/uf+i/8pAMEAUgHbAV0C1wJIA7EDEQRoBLcE/AQ4BWsFlgW3BdAF4QXpBeoF4wXVBcAFpAWCBVsFLgX8BMYEiwRNBAwEyAOCAzkD8AKlAloCDwLEAXkBLwHnAKAAWwAYANn/m/9g/yj/8/7C/pT+av5D/iD+Af7l/c79uv2q/Z39lP2P/Y39jv2S/Zr9pP2x/cD90v3m/fz9FP4t/kj+ZP6C/qD+v/7e/v3+Hf89/13/fP+b/7n/1v/z/w0AKABBAFkAcACFAJkAqwC8AMsA2QDlAPAA+gAEAQ8BHAEuAUUBYgGGAbQB6wEsAncCzQIuA5oDDwSNBBQFowU3BtEGbgcNCK0ISwnnCX4KEAuaCxsMkgz9DFsNqw3rDRwOPA5KDkYOMA4IDs0Nfw0fDa0MKgyWC/EKPQp7CasIzwfoBvYF/AT7A/MC5wHYAMj/tv6l/Zf8jPuG+ob5jvie97j23PUL9Uf0kfPo8k3ywfFF8djwfPAv8PPvx++r75/vou+279jvCPBH8JPw7PBS8cLxPvLD8lHz6POG9Cr11PWD9jX36/ei+Fv5FPrN+oT7Ovzs/Jv9R/7t/o7/KAC9AEsB0QFQAscCNgOdA/sDUASdBOAEGwVNBXcFmAWwBcAFyQXJBcMFtQWgBYUFZAU9BREF4ASrBHIENQT1A7MDbgMoA+AClwJNAgMCugFxASkB4gCdAFkAGADa/53/ZP8t//n+yf6c/nP+Tf4q/gz+8f3a/cb9t/2q/aL9nP2a/Zv9oP2n/bH9vf3N/d798v0H/h/+N/5S/m3+iv6n/sX+5P4D/yL/Qf9g/3//nf+6/9f/8/8NACcAQABXAG0AggCWAKcAuADHANQA4ADqAPQA/gAJARYBJwE+AVoBfgGqAeABIAJqAr4CHQOGA/kDdAT4BIQFFQarBkUH4Qd9CBgJsAlECtMKWgvYC0wMtQwRDV8Nng3ODe0N+w33DeINug2ADTQN1wxnDOcLVgu1CgUKRgl7CKQHwQbVBeEE5QPjAt0B0wDJ/73+sv2q/KX7pPqq+bf4zPfr9hT2SPWI9NXzMPOZ8hDylvEs8dHwhvBL8CDwBfD57/3vEPAx8GHwnvDo8EDxo/ER8oryDPOX8yr0xfRm9Qz2t/Zm9xf4y/iA+TX66vqd+0/8/fyp/VD+8/6Q/ycAuQBDAccBQwK4AiUDiQPlAzgEgwTFBP8EMAVZBXkFkQWhBakFqQWjBZUFgQVnBUYFIAX1BMUEkQRZBB4E4AOeA1sDFgPQAogCQAL4AbABaQEiAd0AmQBXABcA2/+f/2f/Mf///tD+pP57/lb+Nf4X/vz95v3T/cP9t/2v/an9p/2p/a39tP2+/cr92f3q/f39Ev4p/kH+W/52/pL+r/7M/ur+CP8n/0X/ZP+B/5//vP/Y//P/DQAmAD4AVQBrAH8AkgCkALQAwgDPANsA5QDvAPgAAwEQASEBNwFTAXYBoQHWARQCXAKvAgwDcgPjA1wE3QRlBfMFhgYdB7UHTgjmCHsJDAqXChsLlwsIDG8MyQwVDVMNgg2gDa4Nqg2VDW4NNg3sDJAMIwylCxcLegrNCRMJTAh6B5wGtQXGBM8D0wLSAc8Ayv/E/r/9vPy9+8L6zfnf+Pr3HfdL9oP1yPQY9Hfz4/Jd8ubxfvEl8dzwovB48F3wUvBV8GjwiPC38PPwPPGR8fLxXvLU8lPz3PNs9AP1oPVD9ur2lfdD+PP4pPlV+gb7tftj/A79tv1Z/vn+k/8mALUAPAG9ATcCqQITA3UDzwMhBGoEqwTjBBMFOwVaBXIFggWKBYoFhAV2BWMFSQUpBQQF2gSrBHgEQQQHBMoDigNJAwUDwAJ6AjQC7QGnAWEBHAHYAJYAVQAXANv/of9q/zb/BP/W/qv+g/5f/j/+If4I/vH93/3Q/cT9u/22/bT9tv26/cH9yv3W/eX99f0I/h3+M/5L/mT+f/6a/rb+0/7w/g7/LP9J/2f/hP+h/73/2f/0/wwAJQA9AFMAaQB9AI8AoACwAL4AywDWAOAA6gDzAP4ACgEbATABSwFuAZgBzAEIAk8CoAL7Al8DzQNEBMIERwXTBWIG9gaLByAItAhGCdQJXQreClcLxgsqDIIMzQwKDTcNVQ1iDV8NSg0kDe0MpAxKDOALZQvaCkAKlwnhCB8IUAd4BpYFqwS6A8MCyAHKAMv/y/7L/c781Pvf+u/5B/km+E73gPa99QX1WvS88yvzqPI08s7xd/Ew8ffwzvC08KjwrPC+8N7wC/FG8Y3x4fFA8qnyHfOZ8x/0rPRA9dr1efYd98T3bvga+cf5dPoh+837d/we/cL9Y/7+/pX/JQCxADYBtAErApoCAgNiA7oDCgRSBJEEyAT3BB4FPQVUBWMFawVsBWUFWAVFBSwFDQXoBL8EkQRfBCoE8QO1A3cDNwP0ArECbQIoAuMBngFaARYB1ACTAFMAFgDc/6P/bf86/wr/3f6z/oz+aP5I/iz+Ev79/ev93P3Q/cj9w/3B/cL9xv3N/db94v3w/QH+E/4n/j3+VP5t/of+ov69/tn+9v4T/zD/Tf9q/4f/o/+//9r/9P8MACQAPABSAGYAegCMAJ0ArAC6AMcA0gDcAOUA7gD4AAUBFQEpAUQBZgGPAcIB/QFCApEC6gJNA7gDLASoBCoFsgU/Bs8GYQfzB4QIEwmeCSMKogoYC4UL5ws9DIYMwgzuDAsNGA0VDQEN3AymDF4MBwyeCyYLngoHCmIJsAjyBygHVAZ3BZIEpgO0Ar4BxgDM/9L+2P3g/Ov7+/oR+i35Ufh+97X29vVC9Zv0APRy8/LygPIc8sfxgfFK8SLxCPH98ADxEvEx8V7xl/Hd8S/yi/Lz8mTz3vNg9Or0e/US9q32Tvfx95j4QPnp+ZP6PPvk+4r8Lv3P/Wv+BP+X/yUArQAvAaoBHwKMAvICUAOmA/QDOgR4BK4E3AQCBSAFNgVFBU0FTgVHBTsFKAUPBfEEzQSlBHgERwQTBNsDoQNkAyUD5AKiAl8CHALYAZUBUgEQAc8AkABSABYA3f+m/3H/Pv8P/+P+uv6U/nH+Uv42/h3+CP72/ej93P3U/c/9zf3P/dL92f3i/e79/P0M/h7+Mf5H/l7+dv6P/qn+xP7g/vz+GP81/1H/bf+J/6X/wP/a//T/DAAkADoAUABkAHcAiQCZAKgAtgDCAM0A1wDgAOkA8wD/AA8BIwE9AV4BhwG4AfIBNgKDAtoCOgOkAxUEjgQOBZMFHQapBjgHxwdVCOEIaQnrCWcK2wpFC6UL+gtBDHsMpwzDDNAMzQy5DJUMYAwaDMQLXgvoCmMK0AkuCYAIxgcABzEGWQV4BJEDpQK1AcIAzv/Y/uT98fwC/Bf7MvpT+Xz4rffo9i32ffXZ9EL0t/M688ryafIW8tHxm/F08VvxUPFT8WTxg/Gv8efxK/J78tbyO/Op8yH0oPQn9bX1SPbh9n73HvjA+GX5C/qx+lb7+/ue/D792/10/gn/mv8kAKkAKAGhARMCfgLhAj0DkgPeAyMEXwSUBMEE5gQEBRoFKAUwBTAFKgUeBQsF8wTVBLMEiwRfBDAE/APGA40DUQMTA9QClAJSAhACzgGMAUsBCgHLAIwAUAAVAN7/p/90/0P/FP/p/sH+nP56/lv+QP4o/hP+Af7z/ej94P3b/dr92/3f/eX97v35/Qf+F/4o/jv+UP5n/n7+l/6x/sv+5v4B/x3/Of9V/3H/jP+n/8L/2//0/wwAIwA5AE4AYgB1AIYAlgClALIAvgDJANIA2wDkAO4A+QAJAR0BNgFWAX4BrgHnASoCdQLKAikDjwP/A3UE8gR0BfsFhQYQB5wHJwiwCDUJtQkuCp8KBwtlC7cL/gs2DGEMfQyJDIYMcwxPDBsM1wuDCx8LrAoqCpoJ/AhRCJsH2gYPBjsFYAR+A5cCqwG9AM//3/7v/QL9GPwy+1L6ePml+Nv3Gvdj9rf1F/WD9PvzgPMT87TyY/Ig8uvxxPGs8aHxpPG18dPx/vE18njyxvIe84Hz7vNi9N/0Y/Xu9X72E/et90n46fiK+Sz6zvpw+xH8sPxN/ef9ff4P/5z/IwClACIBmAEIAnAC0QIrA34DyQMMBEcEewSnBMsE6AT9BAwFEwUUBQ4FAgXvBNgEuwSZBHIERwQZBOYDsQN5Az8DAgPEAoUCRQIFAsQBhAFEAQQBxgCJAE4AFQDe/6n/d/9H/xn/7/7I/qP+gv5k/kn+Mv4d/gz+/v30/ez95/3m/ef96v3x/fn9BP4S/iH+Mv5F/lr+b/6H/p/+uP7S/uz+B/8i/z3/Wf90/4//qf/D/9z/9f8LACIAOABMAGAAcgCDAJMAoQCuALoAxADOANYA3wDoAPQAAwEXATABTwF2AaUB3QEeAmgCuwIXA3wD6ANcBNcEVgXaBWEG6QZyB/oHgAgCCX8J9glkCsoKJgt3C7sL8wsdDDgMRAxBDC4MCwzZC5YLRAviCnEK8gllCcoIIwhxB7QG7QUeBUcEagOIAqIBuQDQ/+X++/0S/S38Tftx+pz5zvgI+Ev3mPbw9VP1wvQ99MXzW/P98q7ybPI58hPy+/Hw8fTxBPIh8kvygfLC8g/zZvPG8zD0o/Qd9Z71Jvaz9kX32/d0+BD5rflM+uv6ifsn/MP8XP3y/YX+FP+e/yIAogAcAY8B/AFjAsICGgNrA7QD9QMwBGIEjQSxBM0E4gTwBPcE+ATyBOYE1AS9BKEEfwRaBDAEAgTRA50DZgMtA/ICtQJ3AjkC+gG6AXsBPQH/AMIAhgBMABQA3/+r/3r/S/8e//X+zv6r/or+bf5T/jz+KP4X/gr+//33/fP98f3y/fb9/P0F/g/+HP4r/jz+T/5j/nj+j/6m/r/+2P7y/gz/J/9C/1z/d/+R/6v/xP/d//X/CwAhADcASwBeAHAAgACQAJ4AqwC2AMAAyQDSANoA4wDvAP0AEQEpAUgBbgGcAdMBEgJaAqwCBgNpA9MDRAS8BDkFugU9BsMGSQfOB1EI0AhLCb8JKwqPCukKNwt7C7EL2gv0CwAM/QvrC8kLlwtWCwULpgo3CrsJMQmaCPYHSAePBs0FAgUwBFgDegKZAbUA0f/r/gb+I/1D/Gf7kPq/+fb4NPh798z2KPaO9QD1fvQJ9KHzRfP48rfyhfJg8kjyPvJB8lHybvKX8svyC/NW86vzCvRx9OH0WfXX9Vz25vZ19wj4nvg2+dD5a/oH+6L7PPzU/Gr9/v2N/hn/oP8hAJ4AFgGHAfEBVQKzAgkDWAOfA+ADGARKBHQElwSyBMcE1QTcBNwE1wTLBLoEowSHBGYEQgQZBOwDvAOJA1MDGwPiAqYCagItAu8BsQFzATYB+QC+AIQASwAUAOD/rf99/0//I//7/tX+sv6S/nb+XP5F/jL+Iv4U/gr+A/7+/f39/f0B/gf+EP4a/if+Nv5G/lj+bP6B/pf+rv7G/t/++P4S/yz/Rv9g/3r/k/+t/8X/3v/1/wsAIQA1AEkAXABtAH4AjQCaAKcAsgC8AMUAzQDVAN4A6gD4AAsBIwFBAWYBkwHJAQcCTQKdAvUCVgO+Ay0EogQcBZoFGwaeBiEHowcjCKAIFwmJCfMJVAqsCvoKOwtwC5gLsgu+C7sLqQuIC1cLFwvJCmsK/wmFCf4IagjKByAHawatBeYEGQRFA20CkAGxANL/8f4R/jL9V/yA+6764vkc+V/4qvf/9l72yPU99b70S/Tl84zzP/MB88/yq/KU8oryjfKd8rny4fIU81PznPPv80z0sfQf9ZT1D/aR9hj3pPc0+Mb4W/ny+Yr6Ivu6+1H85vx5/Qn+lf4e/6L/IQCbABABfgHnAUkCpAL4AkUDiwPKAwIEMgRbBH0EmAStBLoEwQTBBLwEsASfBIkEbgROBCoEAgTWA6cDdQNBAwoD0gKYAlwCIQLkAagBawEvAfQAugCBAEkAEwDh/6//f/9S/yj/AP/b/rn+mv5+/mX+T/48/iz+H/4V/g7+Cf4I/gn+DP4S/hr+Jf4x/j/+UP5h/nT+if6f/rX+zf7l/v7+F/8w/0r/Y/99/5b/r//H/97/9f8LACAANABIAFoAawB7AIoAlwCjAK4AuADBAMkA0QDaAOUA8wAFARwBOgFeAYoBvwH7AUECjwLlAkMDqQMWBIgEAAV7BfkFeQb6BnkH9gdwCOUIVAm8CRsKcQq9Cv0KMQtYC3ILfQt6C2kLSAsZC9oKjQoxCsgJUQnMCDwInwf4BkcGjQXLBAIEMwNfAogBrQDT//f+G/5C/Wv8mfvL+gP6QvmJ+Nj3MfeT9gD2ePX89Iz0KPTQ84bzSPMY8/Ty3vLU8tfy5/IC8ynzXPOZ8+DzMvSM9PD0W/XN9Ub2xfZJ99L3X/ju+ID5FPqo+j370vtl/Pf8h/0U/p3+I/+k/yAAmAAKAXYB3AE8ApUC6AIzA3gDtQPsAxsEQwRlBH8EkwSgBKcEpwSiBJcEhgRwBFYENgQTBOwDwQOTA2IDLwP5AsICiQJPAhUC2gGeAWMBKQHvALYAfgBIABMA4f+x/4L/Vv8t/wb/4v7A/qL+h/5u/lj+Rv42/in+IP4Y/hT+E/4T/hf+Hf4l/i/+O/5J/ln+av59/pH+pv68/tP+6/4D/xz/Nf9O/2f/f/+Y/7D/yP/f//b/CgAfADMARgBYAGkAeACHAJQAoACqALQAvADEAMwA1QDgAO0A/wAWATMBVwGCAbUB8AE0AoEC1QIxA5UD/wNvBOQEXQXYBVUG0wZQB8oHQQi0CCEJhgnkCTgKggrACvMKGgszCz4LOwsqCwoL2wqeClMK+QmSCR0JnAgOCHUH0gYlBm8FsQTsAyEDUgJ/AaoA1P/8/ib+Uf1//LH76Pok+mj5svgF+GL3x/Y39rL1OfXL9Gn0FPTL84/zX/M88ybzHfMg8y/zSvNw86Hz3fMj9HP0zPQt9Zb1BvZ89vj2evf/94n4Ffmk+TT6xvpX++n7efwI/ZT9Hv6l/ij/pv8fAJQABAFuAdIBMAKHAtgCIQNlA6ED1gMEBCwETARmBHoEhgSNBI0EiAR9BG0EWAQ+BB8E/QPWA6wDfwNPAx0D6QKzAnsCQwIJAs8BlQFcASIB6QCyAHsARgATAOL/sv+F/1r/Mf8L/+j+x/6q/o/+d/5i/k/+QP40/ir+I/4f/h3+Hv4h/if+L/45/kX+U/5i/nP+hf6Z/q7+w/7a/vH+Cf8h/zn/Uv9q/4L/mv+y/8n/4P/2/woAHgAyAEQAVgBmAHYAhACRAJwApwCwALgAwADIANAA2wDoAPoAEAEsAU8BegGsAeYBKAJzAsUCIAOBA+kDVwTJBD8FuAUzBq0GJwefBxQIhAjuCFIJrQn/CUgKhQq3CtwK9QoAC/0K7ArNCp8KZAoaCsIJXQnrCGwI4gdMB6wGAwZRBZcE1gMQA0UCdwGmANX/Av8w/mD9k/zJ+wT7RfqM+dv4MviR9/r2bvbr9XT1CfWp9Fb0DvTT86Xzg/Nt82TzZ/N285DztfPm8yD0ZfSz9Ar1aPXP9T32sfYq96n3LPiy+Dv5x/lU+uP6cfv/+438GP2i/Sn+rP4s/6j/HwCRAP4AZgHIASMCeQLIAhADUgONA8ED7gMVBDUETgRhBG0EdAR0BG8EZARUBEAEJgQIBOYDwQOYA2wDPQMMA9kCpAJuAjYC/gHFAY0BVAEcAeQArgB4AEUAEgDj/7T/iP9e/zb/Ef/u/s7+sf6X/n/+av5Z/kr+Pf40/i3+Kf4o/in+LP4x/jn+Q/5O/lz+a/58/o3+of61/sr+4P73/g7/Jv89/1X/bf+F/53/tP/K/+H/9v8KAB4AMQBDAFQAZABzAIEAjQCZAKMArAC0ALwAwwDMANYA4wD0AAoBJgFIAXEBogHbARwCZQK2Ag4DbgPTAz8ErwQiBZgFEAaIBgAHdQfnB1UIvQgeCXgJyAkPCksKfAqgCrgKwwrACrAKkQplCioK4gmMCSkJugg+CLYHJAeHBuEFMwV9BMED/wI5Am8BogDW/wj/Ov5u/aX84Psg+2T6sPkC+V34wPcs96L2I/av9UX16PSW9FD0F/Tp88jzs/Oq863zu/PV8/nzKfRi9KX08fRG9aP1B/Zz9uT2W/fX91f42vhh+er5dPr/+or7Ffyg/Cj9r/0z/rT+Mf+q/x4AjgD5AF4BvgEYAmsCuAL/Aj8DeQOsA9gD/gMdBDYESQRVBFsEXARXBEwEPQQoBA8E8gPRA6wDhANZAysD+wLJApUCYAIqAvMBvAGEAU0BFgHfAKoAdgBDABIA4/+2/4r/Yf86/xb/9P7V/rj+nv6H/nP+Yv5T/kf+Pv43/jP+Mv4z/jb+O/5D/kz+WP5l/nT+hP6V/qj+vP7R/ub+/f4T/yr/Qv9Z/3D/iP+f/7X/zP/h//b/CgAdADAAQQBSAGIAcQB+AIoAlgCgAKgAsAC4AL8AxwDRAN4A7wAEASABQQFpAZkB0QERAlgCpwL+AlsDvgMnBJUEBgV6Be8FZAbZBkwHvAcnCI0I7AhDCZIJ1wkSCkIKZgp9CogKhQp1ClcKKwryCasJVwn3CIkIEAiMB/wGYwbBBRYFZQSsA+8CLAJnAZ8A1/8N/0T+ff24/Pf7OvuD+tP5KfmH+O33XffW9lr26PWB9SX11fSR9Fj0LPQL9Pfz7vPx8//zGPQ89Gr0ovTk9C71gfXc9T72p/YW94v3BPiB+AL5hfkL+pL6G/uj+yv8svw4/bz9Pf67/jX/rP8dAIsA8wBXAbQBDAJeAqkC7wIuA2YDmAPDA+gDBwQfBDEEPQRDBEQEPwQ0BCUEEQT5A9wDvAOYA3EDRwMaA+sCugKHAlMCHgLoAbIBfAFGARAB2wCmAHMAQgARAOT/t/+N/2T/Pv8b//r+2/6//qb+kP58/mv+XP5R/kj+Qf49/jz+Pf5A/kX+TP5W/mH+bv58/oz+nf6w/sP+1/7s/gL/GP8v/0b/Xf9z/4r/of+3/83/4v/3/wkAHAAvAEAAUABgAG4AewCHAJIAnAClAK0AtAC7AMMAzQDaAOoA/wAZAToBYgGRAccBBQJLApgC7QJIA6oDEAR7BOoEWwXOBUEGswYkB5EH+gddCLsIEAldCaEJ2wkJCiwKQwpNCksKOwoeCvMJuwl2CSQJxQhaCOQHYgfWBkAGoQX6BEwEmAPeAiACXwGcANj/Ev9O/ov9yvwN/FX7ovr1+U/5sPga+I33CfeP9h/2u/Vh9RP10PSZ9G30TfQ59DH0M/RB9Fr0ffSq9OH0IfVq9bv1FPZ09tv2R/e59zD4qvgo+an5LPqw+jb7u/tA/MX8R/3I/Ub+wv46/67/HQCIAO4ATwGrAQECUQKbAt4CHANTA4QDrgPTA/ADCAQaBCYELAQsBCcEHQQOBPsD4wPHA6cDhANeAzQDCQPbAqsCeQJGAhIC3gGpAXQBPwEKAdYAowBxAEAAEQDl/7n/j/9o/0P/IP///uL+xv6u/pj+hP50/mX+Wv5R/kv+R/5G/kb+Sf5P/lb+X/5q/nb+hf6U/qX+t/7K/t7+8v4I/x3/M/9K/2D/d/+N/6P/uf/O/+P/9/8JABwALgA/AE8AXgBsAHkAhACPAJkAoQCpALAAtwC/AMkA1QDlAPkAEwEzAVoBiAG9AfoBPgKKAt0CNgOVA/oDYwTPBD4FrgUfBo4G/AZnB84HLwiKCN4IKglsCaQJ0gn0CQoKFQoSCgIK5gm8CYUJQgnxCJUILAi4BzkHsAYdBoIF3wQ1BIQDzwIVAlgBmADY/xf/V/6Y/dz8I/xv+7/6Fvp0+dj4Rfi79zr3w/ZW9vP1nPVP9Q712PSt9I70evRy9HT0gvSa9Lz06fQe9V31pPX09Uv2qfYN93j35/db+NP4TvnM+Uz6zvpQ+9P7VfzW/Fb91P1Q/sn+Pv+w/xwAhQDpAEgBogH2AUQCjALPAgsDQQNxA5oDvQPbA/IDAwQPBBUEFQQQBAYE+APlA80DsgOTA3EDSwMjA/gCywKcAmsCOgIHAtMBoAFsATgBBAHRAJ8AbgA/ABEA5f+6/5L/a/9H/yX/Bf/o/s3+tf6f/oz+fP5u/mP+Wv5U/lH+T/5Q/lP+WP5f/mj+c/5//o3+nP6s/r7+0f7k/vj+Df8i/zj/Tv9k/3r/j/+l/7r/z//j//f/CQAbAC0APQBNAFwAaQB2AIIAjACVAJ4ApQCsALMAuwDEANAA4AD0AA0BLQFTAX8BtAHvATICfALNAiQDggPkA0oEtAQhBY8F/QVqBtYGPgejBwIIWwitCPcIOAlvCZwJvQnTCd0J2gnLCa8JhglRCQ8JwAhlCP8HjQcRB4sG/AVkBcQEHQRxA78CCQJQAZUA2f8c/2D+pf3t/Dj8iPvc+jf6mPkA+XD46fdr9/b2i/Yr9tX1ivVK9RX17PTN9Lr0svS09MH02fT69Cb1WvWY9d71K/aB9t32P/en9xT4hfj7+HP57vls+ur6avvq+2n86Pxl/eD9Wf7P/kL/sf8bAIIA5ABBAZkB6wE3An4CvwL6Ai8DXgOGA6kDxQPcA+0D+AP+A/4D+gPwA+IDzwO4A54DfwNeAzkDEQPnArsCjQJeAi0C/AHJAZcBZAExAf8AzQCcAGwAPQAQAOb/vP+U/27/S/8p/wr/7v7U/rz+p/6U/oT+d/5s/mT+Xv5a/lj+Wf5c/mH+aP5x/nv+h/6V/qT+tP7F/tf+6v7+/hL/J/88/1L/Z/98/5L/p/+8/9D/5P/3/wkAGwAsADwASwBaAGcAcwB/AIkAkgCaAKIAqACvALcAwADMANsA7wAHASYBSwF3AaoB5AEmAm4CvgITA24DzgMzBJoEBAVwBdwFRwawBhYHeQfWBy0IfQjFCAUJOwlnCYcJnQmmCaQJlQl6CVIJHQndCJAINwjTB2QH6gZnBtsFRgWqBAcEXgOwAv4BSQGSANr/If9p/rL9/vxN/KH7+fpX+rv5J/ma+Bb4mvco97/2YfYN9sT1hfVR9Sn1C/X49PD08vT/9Bb1N/Vi9ZX10fUW9mL2tfYP92/31fc/+K/4IfmX+RD6i/oH+4P7APx9/Pn8c/3s/WL+1v5G/7P/GwB/AN8AOgGQAeABKwJwArAC6gIdA0sDcwOVA7EDxwPXA+ID6APoA+QD2gPNA7oDpAOKA2wDSwMnAwAD1wKsAn8CUQIhAvEBvwGOAVwBKgH5AMgAmABqADwAEADm/73/lv9x/0//Lv8Q//T+2v7D/q7+nP6N/n/+df5s/mf+Y/5i/mL+Zf5q/nH+ef6E/o/+nf6r/rv+zP7e/vD+BP8X/yz/QP9V/2r/f/+U/6n/vf/R/+T/9/8JABoAKwA7AEoAWABlAHEAfACGAI8AlwCeAKUAqwCzALwAxwDWAOoAAgEgAUQBbwGhAdoBGgJhAq4CAgNbA7kDHASBBOkEUgW7BSQGiwbvBk8HqwcACE4IlQjTCAgJMwlTCWgJcQlvCWAJRQkeCesIrAhgCAoIqAc7B8QGRAa6BSkFkATwA0sDoQLzAUIBjgDb/yb/cv6//Q/9Yvy5+xX7dvre+Uz5w/hB+Mj3Wffz9pb2RPb89b/1jPVl9Uf1NfUt9TD1PPVT9XP1nPXP9Qn2TPaX9uj2QPee9wL4avjX+Ef5u/kx+qn6Ivuc+xb8kPwK/YL9+P1r/tz+Sv+1/xoAfADaADMBhwHWAR8CYwKhAtkCDAM5A2ADgQOcA7IDwgPNA9ID0wPOA8UDuAOmA5ADdgNZAzkDFgPwAsgCngJyAkQCFgLmAbYBhQFUASQB9ADEAJUAZwA7ABAA5/+//5n/df9S/zP/Ff/5/uD+yv62/qT+lf6I/n3+df5v/mz+a/5r/m7+c/56/oL+jP6X/qT+s/7C/tL+5P72/gn/HP8w/0X/Wf9u/4L/lv+r/7//0v/l//j/CAAaACoAOQBIAFYAYwBvAHkAgwCMAJQAmwChAKgArwC4AMMA0gDkAPwAGgE9AWcBmAHQAQ4CVAKgAvECSQOlAwUEaATOBDUFnAUCBmcGyQYnB4AH1AcgCGYIogjWCAAJHwk0CT0JOwksCRIJ7Ai6CHwIMgjdB30HEwefBiEGmwUMBXcE2wM5A5MC6AE7AYsA3P8r/3r+zP0f/Xb80Psw+5X6APpx+ev4bPj294j3JffK9nr2NPb49cb1n/WD9XH1afVr9Xj1jvWt9db1B/ZB9oL2y/Yb93H3zfcu+JT4/vhs+d35UfrG+j37tPss/KP8Gv2P/QP+dP7j/k7/tv8aAHoA1gAtAX8BzAEUAlYCkwLKAvsCJwNNA20DiAOdA60DuAO9A74DuQOwA6MDkQN8A2MDRwMnAwUD4AK4Ao8CZAI4AgoC2wGsAX0BTQEeAe4AwACSAGUAOQAPAOf/wP+b/3j/Vv83/xr///7n/tH+vf6r/p3+kP6G/n7+eP51/nP+dP53/nv+gv6K/pT+n/6s/rr+yf7Z/ur+/P4O/yH/Nf9J/13/cf+F/5n/rf/A/9P/5v/4/wgAGQApADgARwBUAGEAbAB3AIAAiQCRAJcAngCkAKsAtAC/AM0A4AD3ABMBNgFfAY8BxgEDAkcCkQLhAjcDkQPvA1AEswQYBX0F4QVEBqMG/wZXB6gH9Ac3CHMIpQjOCO0IAQkKCQgJ+gjgCLsIighNCAUIsgdUB+wGegb/BXwF8AReBMUDJwOEAt4BNAGIAN3/L/+D/tj9L/2J/Of7Svuy+iH6lvkS+Zb4Ivi391X3/fau9mr2L/b/9dj1vfWr9aP1pvWy9cf15vUO9j72dva29v72TPeg9/r3Wfi9+CX5kfn/+XD64/pX+8z7Qfy2/Cr9nf0O/n3+6f5S/7j/GQB3ANEAJgF2AcIBCAJJAoQCugLrAhYDOwNbA3UDigOZA6MDqQOpA6UDnAOPA34DaQNQAzUDFgP0AtACqQKBAlcCKwL/AdEBowF1AUYBFwHpALwAjwBjADgADwDo/8L/nf97/1r/O/8f/wX/7f7X/sT+s/6k/pj+jv6G/oH+ff58/n3+f/6E/or+kv6c/qf+s/7B/tD+3/7w/gH/FP8m/zn/Tf9g/3T/h/+b/67/wf/U/+b/+P8IABgAKAA3AEUAUgBeAGoAdAB+AIYAjQCUAJoAoACnALAAuwDJANsA8QAOATABWAGGAbwB+AE6AoMC0QIlA30D2QM4BJkE/AReBcEFIQZ/BtkGLgd+B8gHCghECHUInQi8CM8I2AjWCMgIrwiLCFsIHwjZB4cHLAfGBlYG3gVdBdUERgSxAxYDdgLTAS0BhQDd/zT/i/7k/T/9nPz++2T70PpB+rn5OPm/+E745feF9y/34vaf9mX2NvYR9vX15PXd9d/16/UA9h72RfZ09qv26vYv93z3zvcm+IP45fhL+bT5IPqP+v/6cfvj+1b8yPw6/ar9Gf6F/u/+Vv+6/xkAdQDMACABbgG4Af0BPAJ2AqsC2wIFAykDSANiA3YDhQOPA5QDlQORA4gDewNqA1YDPgMjAwUD5ALAApsCcwJKAh8C9AHHAZoBbQE/AREB5AC4AIwAYQA3AA8A6P/D/5//ff9d/0D/JP8K//P+3v7L/rr+rP6g/pb+jv6J/oX+hP6F/oj+jP6S/pr+o/6u/rr+yP7W/ub+9v4H/xn/K/89/1D/ZP93/4r/nf+w/8P/1f/n//j/CAAYACcANgBDAFAAXABnAHIAewCDAIoAkQCXAJ0ApACsALcAxADWAOwACAEpAVABfgGyAe0BLgJ1AsICEwNqA8QDIQSABOAEQQWhBf8FWwazBgcHVQedB90HFghHCG4IiwifCKcIpQiYCH8IWwgsCPIHrQdeBwQHoAYzBr4FQAW6BC4EnAMFA2kCyQEnAYMA3v84/5P+7/1O/a/8FPx+++z6Yfrc+V755/h4+BL4tPdf9xT30vaa9mz2R/Yt9hz2FfYX9iL2N/ZU9nr2qfbf9hz3YPer9/v3Uvit+Az5cPnX+UH6rfob+4r7+vtq/Nr8Sf23/SP+jf71/lr/u/8YAHIAyAAaAWYBrwHyATACaQKdAssC9AIXAzYDTwNjA3IDfAOBA4EDfQN1A2gDWANEAywDEQP0AtQCsQKMAmYCPQIUAukBvQGRAWUBOAELAd8AtACJAF8ANgAOAOn/xP+h/4D/Yf9E/yn/D//5/uT+0f7B/rP+p/6e/pb+kf6O/oz+jf6Q/pT+mv6i/qv+tv7B/s7+3f7s/vz+DP8e/y//Qv9U/2f/ev+N/5//sv/E/9b/5//4/wgAFwAmADUAQgBPAFoAZQBvAHgAgACHAI4AlACaAKAAqACzAMAA0QDnAAIBIwFJAXYBqQHiASICZwKyAgIDVwOvAwoEZwTFBCQFggXeBTgGjgbgBiwHcweyB+oHGQg/CFwIbwh3CHUIaAhQCC0I/wfGB4MHNQfdBnwGEQaeBSMFoAQXBIgD9AJcAr8BIQGAAN//Pf+b/vv9Xf3B/Cr8l/sI+4D6/vmC+Q75ovg++OL3j/dF9wX3zvah9n32Y/ZS9kv2TfZZ9m32ivav9tz2EfdN95D32fco+Hz41fgz+ZT5+flh+sr6Nvuj+xD8fvzr/Fj9xP0t/pX++/5d/73/FwBwAMQAEwFfAaUB5wEkAlwCjgK7AuQCBgMkAz0DUANfA2gDbQNuA2oDYQNVA0UDMgMbAwED5ALEAqICfgJYAjECCALeAbQBiAFdATEBBgHaALAAhgBdADUADgDq/8b/o/+D/2T/SP8t/xX//v7q/tj+yP66/q/+pf6e/pn+lv6U/pX+mP6c/qL+qf6y/r3+yP7V/uP+8v4B/xL/I/80/0b/WP9q/33/j/+h/7T/xf/X/+j/+P8HABcAJQAzAEEATQBYAGMAbQB2AH0AhACLAJAAlgCdAKUArwC8AM0A4gD8ABwBQgFuAaAB2AEWAloCpALyAkQDmwP0A08EqwQHBWMFvgUVBmoGugYFB0oHiAe+B+wHEgguCEAISQhHCDoIIggACNMHmwdZBw0HtwZYBvAFfwUGBYcEAQR1A+QCTgK2ARoBfQDg/0H/o/4G/mv90/w//K/7JPue+h/6pvk0+cr4aPgP+L73dvc39wH31fay9pj2iPaB9oP2jvai9r724vYP90L3ffe+9wb4U/im+P34WPm4+Rr6gPrn+lD7u/sm/JH8/Pxn/dD9N/6d/gD/Yf++/xcAbQC/AA0BVwGcAd0BGAJPAoACrALUAvYCEwMrAz4DTANWA1oDWwNXA08DQwMzAyADCQPwAtQCtQKUAnACSwIlAv0B1AGqAYABVQErAQAB1gCsAIMAWwAzAA4A6v/H/6X/hv9o/0z/Mv8a/wT/8P7e/s/+wf62/q3+pv6h/p3+nP6d/p/+pP6p/rH+uv7E/s/+3P7p/vf+B/8X/yf/OP9K/1z/bv+A/5L/o/+1/8f/2P/o//n/BwAWACUAMgA/AEsAVwBhAGoAcwB7AIIAiACNAJMAmQChAKsAuADIAN0A9wAWATsBZgGXAc4BCwJNApUC4gIyA4cD3gM3BJEE7ARGBZ4F9AVGBpUG3gYhB14HkwfBB+UHAQgTCBsIGQgMCPUH1AeoB3EHMQfmBpIGNQbPBWEF6wRuBOsDYgPUAkICrAEUAXoA4P9F/6r+Ef55/eX8VPzH+z/7vPo/+sn5Wvny+JL4O/jr96X3Z/cz9wf35fbM9rz2tfa39sL21vbx9hX3QPdz96z37Pcy+H34zvgk+X352vk7+p76A/tq+9L7O/yk/A39df3c/UH+pf4G/2T/v/8WAGsAuwAIAVABkwHSAQwCQgJyAp4CxALlAgIDGQMsAzoDQwNIA0gDRAM8AzEDIQMPA/kC4ALEAqYChQJjAj8CGQLyAcoBoQF4AU4BJAH6ANEAqACAAFkAMgANAOr/yP+n/4j/a/9Q/zb/H/8J//b+5f7V/sj+vf60/q3+qP6l/qT+pf6n/qv+sf64/sH+y/7W/uL+7/79/gz/HP8s/z3/Tv9f/3H/gv+U/6X/t//I/9n/6f/5/wcAFgAkADEAPgBKAFUAXwBoAHEAeAB/AIUAigCQAJYAngCnALQAxADYAPIAEAE0AV4BjgHEAf8BQAKHAtICIQNzA8gDIAR4BNAEKAV/BdMFJAZwBrgG+gY1B2kHlge6B9UH5gfuB+wH4AfKB6kHfgdIBwkHwAZuBhMGrwVDBdAEVQTVA08DxAI1AqMBDgF4AOH/Sf+y/hz+h/32/Gj83vtZ+9n6X/rr+X/5Gfm7+Gb4GPjT95f3Y/c59xf3//bv9un26/b19gj3I/dG93D3ovfa9xj4Xfin+Pb4Sfmh+fz5W/q8+h/7hPvp+1D8t/wd/YP96P1L/qz+C/9n/8H/FgBoALcAAgFIAYsByAEBAjUCZQKPArUC1QLxAggDGgMoAzEDNgM2AzIDKwMfAxAD/gLoAtACtQKXAncCVgIyAg0C5wHAAZgBcAFHAR4B9QDNAKUAfQBXADEADQDr/8n/qf+L/27/VP87/yT/D//8/uv+3P7P/sT+u/60/rD+rf6s/qz+r/6z/rj+v/7I/tH+3P7o/vX+A/8R/yH/Mf9B/1L/Y/90/4X/lv+n/7j/yf/a/+n/+f8HABUAIwAwADwASABTAF0AZgBuAHUAfACCAIcAjQCTAJoApACwAMAA1ADsAAoBLgFXAYUBugH0ATQCeQLCAg8DYAOzAwkEXwS2BAwFYQWzBQIGTQaTBtMGDQdBB2wHjwepB7sHwgfAB7QHngd+B1QHIAfiBpsGSgbxBY8FJgW1BD0EwAM9A7UCKQKaAQgBdQDi/03/uf4m/pX9B/18/PX7c/v2+n76Dfqj+T/54/iP+ET4APjF95P3afdI9zH3Ifcb9x33J/c691T3dveg99D3B/hE+If4z/gd+W/5xPke+nr62fo6+5z7APxk/Mn8Lf2R/fP9VP60/hD/a//C/xUAZgCzAPwAQQGCAb4B9gEpAlcCgQKmAsYC4QL3AgkDFwMfAyQDJAMhAxkDDgP/Au0C2ALAAqYCiQJqAkkCJgICAt0BtgGPAWgBQAEYAfAAyAChAHsAVQAwAA0A6//L/6v/jv9x/1f/P/8o/xT/Af/x/uL+1f7L/sL+vP63/rT+s/6z/rb+uv6//sb+zv7Y/uL+7v77/gj/F/8m/zX/Rf9V/2b/d/+I/5n/qf+6/8r/2v/q//n/BwAVACIALwA7AEYAUQBbAGQAbABzAHkAfwCEAIoAkACXAKAArAC8AM8A5wAEAScBTwF9AbAB6gEoAmsCswL+Ak0DnwPyA0cEnATwBEMFkwXhBSoGbwauBucGGAdDB2UHfweQB5gHlgeKB3QHVQcsB/kGvAZ2BigG0AVxBQkFmwQmBKsDKwOmAh0CkQEDAXIA4v9R/8D+MP6i/Rf9j/wL/Iz7Efud+i76xvll+Qv5ufhu+Cz48/fB95n3efdh91L3TPdO91j3aveE96X3zvf99zP4b/iw+Pf4Q/mT+ef5PvqY+vX6VPu1+xb8ePzb/D39nv3//V7+u/4W/27/xP8VAGQArwD3ADoBegG1AesBHQJKAnMClwK2AtEC5wL5AgYDDgMTAxMDDwMIA/0C7wLdAsgCsQKXAnsCXAI8AhoC9wHSAa0BhwFgATkBEgHrAMQAngB4AFMALwAMAOz/zP+t/5D/df9b/0P/Lf8Z/wf/9v7o/tz+0v7J/sP+vv67/rr+u/69/sH+xv7N/tX+3v7p/vT+AP8O/xz/Kv85/0n/Wf9p/3r/iv+b/6v/u//L/9v/6v/5/wcAFAAiAC4AOgBFAE8AWQBhAGkAcAB3AHwAggCHAI0AlACdAKgAuADLAOIA/wAhAUgBdQGnAd8BHAJeAqQC7gI7A4sD3QMvBIIE1QQmBXUFwAUIBksGiQbABvEGGwc8B1YHZgduB2wHYAdLBy0HBAfSBpcGUwYGBrAFUwXuBIIEDwSXAxkDlwIRAogB/QBwAOP/Vf/H/jr+sP0n/aL8Ifyk+y37uvpO+uj5ifkx+eH4mPhX+B/47/fH96j3kfeC93z3fveI95r3s/fU9/v3Kfhe+Jn42fge+Wj5tvkI+l76tvoR+277zPss/Iz87PxM/av9Cv5n/sL+G/9x/8X/FQBiAKwA8gA0AXIBqwHhARECPgJmAokCpwLBAtcC6AL1Av0CAgMCA/4C9wLtAt4CzQK5AqICiQJtAk8CMAIPAuwByAGkAX4BWAEyAQwB5gDAAJoAdQBRAC4ADADs/83/r/+S/3j/Xv9H/zL/Hv8M//z+7v7i/tj+0P7J/sX+wv7B/sL+xP7I/s3+0/7b/uT+7/76/gb/E/8h/y//Pv9N/13/bf99/43/nf+t/73/zf/c/+v/+f8GABQAIQAtADkAQwBOAFcAXwBnAG4AdAB6AH8AhACKAJAAmQClALQAxgDdAPkAGgFBAW0BngHVARACUQKVAt4CKQN3A8cDGARpBLoECQVWBaAF5wUoBmUGmwbLBvQGFActBz0HRQdDBzgHIwcFB90GrQZzBjAG5AWRBTUF0gRpBPkDgwMIA4kCBgKAAfgAbgDk/1j/zv5E/rz9N/21/Df8vPtH+9f6bfoK+q35V/kI+cH4gvhL+Bv49PfW97/3sfer9633t/fI9+H3Afgn+FX4iPjC+AD5RPmM+dn5Kfp9+tP6LPuH++T7Qfyf/P38W/24/RX+cP7J/iD/dP/G/xQAYACoAOwALQFqAaIB1gEGAjECWAJ7ApkCsgLHAtgC5QLtAvEC8QLuAucC3ALPAr4CqgKUAnsCYAJDAiQCAwLhAb4BmwF2AVEBKwEGAeEAuwCXAHMATwAtAAwA7f/O/7H/lf97/2L/S/82/yP/Ef8C//T+6P7e/tb+0P7M/sn+yP7J/sv+zv7U/tr+4v7r/vT+//4L/xj/Jf8z/0L/Uf9g/3D/gP+P/5//r/++/87/3f/r//r/BgAUACAALAA3AEIATABVAF0AZQBsAHIAdwB8AIEAhwCNAJYAoQCwAMIA2QD0ABQBOgFlAZUBywEFAkQChwLOAhgDZAOyAwIEUQSgBO4EOQWBBcYFBgZBBncGpQbNBu0GBgcVBxwHGwcQB/wG3ga4BogGTwYOBsQFcgUYBbgEUATjA3AD9wJ7AvsBeAHyAGsA5P9c/9T+Tv7J/Ub9x/xL/NT7Yfv0+oz6K/rQ+Xz5L/np+Kv4dfhH+CH4A/jt99/32ffb9+T39fcO+C34U/h/+LH46vgn+Wn5sPn7+Ur6m/rw+kf7oPv6+1b8svwO/Wr9xf0f/nj+z/4l/3f/x/8UAF4ApADnACcBYgGZAcwB+wElAksCbQKKAqMCuALIAtUC3QLhAuEC3gLXAs0CvwKvApsChQJtAlMCNgIYAvgB1wG1AZIBbgFKASUBAAHcALcAlABwAE4ALAAMAO3/z/+y/5f/ff9l/0//Ov8o/xf/B//6/u7+5f7d/tf+0v7Q/s/+z/7R/tX+2v7g/uj+8f76/gX/Ef8d/yr/OP9G/1X/ZP9z/4L/kv+h/7H/wP/P/97/7P/6/wYAEwAfACsANgBBAEoAUwBbAGMAaQBvAHQAeQB+AIQAigCTAJ4ArAC+ANQA7wAOATMBXQGMAcEB+gE3AnkCvgIHA1IDngPsAzkEhgTSBBwFYwWmBeUFHwZTBoEGqAbHBt8G7gb1BvMG6QbVBrgGkgZkBiwG7AWkBVQF/ASeBDgEzQNdA+cCbQLwAXAB7QBpAOX/YP/b/lf+1f1V/dn8YPzr+3v7EPuq+kv68vmg+VT5EPnU+J/4cvhM+C/4GvgM+Ab4CPgR+CL4OfhY+H34qfja+BH5TfmO+dP5HPpp+rn6DPth+7j7EPxq/MT8Hv14/dH9Kv6B/tb+Kf96/8n/EwBcAKEA4gAgAVoBkAHCAfABGQI/AmACfAKVAqkCuQLFAs0C0QLRAs4CxwK9ArACoAKNAngCYAJGAioCDALtAc0BqwGJAWYBQgEfAfsA1wCzAJAAbgBMACsACwDu/9D/tP+Z/4D/af9T/z//LP8c/w3/AP/0/uv+4/7d/tn+1v7V/tb+2P7b/uD+5/7u/vb+AP8K/xb/Iv8v/zz/Sv9Y/2f/dv+F/5T/o/+y/8H/0P/e/+z/+v8GABMAHwAqADUAPwBJAFEAWQBhAGcAbQByAHcAewCBAIcAkACaAKgAugDPAOoACQEsAVYBhAG3Ae8BKwJrAq8C9gI/A4oD1gMiBG0EuAQABUUFhwXFBf0FMAZdBoMGoga5BsgGzwbNBsMGrwaTBm4GQAYKBswFhQU3BeEEhAQhBLgDSgPXAmAC5QFoAegAZwDl/2P/4f5g/uH9ZP3q/HT8AvyU+yv7yPpq+hP6w/l5+Tf5+/jI+Jv4d/ha+EX4OPgy+DT4PfhN+GT4gvin+NH4Afk3+XL5sfn1+T36iPrW+if7e/vQ+yb8fvzW/C79hv3d/TT+if7c/i7/ff/K/xMAWgCdAN0AGgFTAYgBuAHlAQ4CMgJTAm8ChwKaAqoCtgK9AsECwgK+ArgCrgKhApECfwJqAlMCOQIeAgEC4wHDAaIBgQFeATwBGAH1ANIAsACNAGsASgAqAAsA7v/R/7b/nP+D/2z/V/9D/zH/If8S/wX/+v7x/un+4/7f/t3+3P7c/t7+4v7n/u3+9P78/gX/EP8b/yf/M/9A/07/XP9q/3n/iP+X/6X/tP/D/9H/3//t//r/BgASAB4AKQA0AD4ARwBQAFcAXgBlAGoAbwB0AHkAfgCEAIwAlwClALYAywDkAAMBJgFOAXsBrQHkAR8CXgKgAuYCLQN3A8EDCwRVBJ4E5AQoBWgFpQXcBQ4GOgZfBn0GlAajBqkGqAadBooGbwZLBh4G6QWsBWYFGgXGBGsECgSkAzgDxwJTAtsBYAHjAGQA5v9m/+f+af7t/XP9+/yI/Bj8rPtG++X6ifo0+uX5nflc+SL57/jE+KH4hPhw+GP4Xfhf+Gj4ePiO+Kz4z/j5+Cj5XPmW+dT5Fvpd+qb68/pC+5T75/s7/JH85/w+/ZT96f0+/pH+4/4y/4D/y/8SAFgAmgDZABQBSwF/Aa8B2wEDAiYCRgJhAnkCjAKbAqcCrgKyArICrwKpAp8CkwKDAnECXQJGAi0CEgL2AdgBuQGZAXgBVwE1ARIB8ADOAKwAigBpAEkAKQALAO7/0v+3/57/hv9v/1r/R/81/yX/F/8L/wD/9/7v/ur+5v7j/uL+4/7l/uj+7f7z/vr+Av8L/xX/IP8r/zj/Rf9S/2D/bv98/4r/mf+n/7b/xP/S/+D/7f/6/wYAEgAdACgAMwA8AEUATgBVAFwAYwBoAG0AcgB2AHsAgQCJAJQAoQCyAMcA4AD9ACABRwFzAaQB2gETAlECkgLWAhwDYwOsA/UDPQSEBMkEDAVLBYUFvAXsBRcGPAZZBm8GfgaEBoMGeQZmBksGKAb8BcgFjAVJBf4EqwRTBPQDkAMmA7gCRgLQAVgB3gBiAOf/av/t/nL++P2B/Qz9m/wt/MT7YPsB+6f6VPoH+sD5gflI+Rb57PjJ+K74mviN+If4ifiS+KH4uPjU+Pf4IPlO+YH5ufn2+Tf6fPrE+g/7XPus+/37UPyk/Pj8Tf2h/fX9R/6Z/un+N/+D/8z/EgBWAJcA1AAOAUQBdwGmAdAB9wEaAjkCVAJrAn4CjQKYAp8CowKkAqACmgKRAoQCdQJkAlACOQIhAgcC6wHOAbABkAFwAU8BLgEMAesAyQCoAIcAZwBHACgACwDv/9P/uf+g/4j/cv9e/0v/Ov8q/xz/EP8F//z+9f7w/uz+6f7o/un+6/7u/vP++P7//gf/EP8a/yX/MP88/0n/Vv9j/3H/f/+N/5v/qf+3/8X/0//g/+7/+v8GABEAHQAnADIAOwBEAEwAVABaAGAAZgBrAG8AdAB5AH8AhgCRAJ4ArgDCANsA+AAZAUABawGbAc8BCAJEAoQCxgILA1EDmAPfAyYEawSvBPAELQVnBZwFzAX2BRkGNgZMBloGYAZfBlUGQwYpBgYG2wWoBW4FKwXiBJIEOwTeA3wDFQOpAjkCxgFRAdkAYADn/23/8/57/gP+j/0c/a38Qvzc+3n7HPvF+nP6KPrj+aX5bfk9+RP58fjW+ML4tvix+LL4u/jK+OD4/Pge+Ub5c/ml+dz5F/pX+pr64foq+3b7xPsU/GX8t/wJ/Vz9rv0A/lH+of7v/jv/hf/N/xIAVACTAM8ACAE9AW8BnQHGAe0BDwItAkcCXgJwAn8CigKRApUClQKSAowCgwJ2AmgCVgJDAi0CFQL8AeEBxAGmAYgBaAFIASgBBwHmAMUApACEAGUARgAoAAoA7//U/7r/ov+L/3X/Yf9P/z7/L/8h/xX/C/8C//v+9v7y/u/+7v7v/vH+9P74/v7+Bf8N/xX/H/8p/zT/QP9N/1n/Zv90/4L/j/+d/6v/uf/H/9T/4f/u//r/BQARABwAJwAxADoAQgBKAFIAWABeAGQAaABtAHEAdgB8AIQAjQCaAKoAvgDWAPIAEwE5AWMBkgHFAf0BOAJ2ArcC+gI+A4QDygMPBFMElQTUBBEFSQV9BawF1QX4BRQGKQY3Bj0GPAYyBiAGBwblBbsFiQVQBQ8FxwR4BCQEyQNpAwQDmgItAr0BSgHUAF4A6P9w//n+g/4O/pz9LP3A/Ff88vuS+zf74vqS+kj6BfrI+ZH5Yvk5+Rj5/vjq+N742fjb+OP48vgH+SL5RPlr+Zf5yPn++Tj6dvq4+v36RfuP+9v7Kfx5/Mn8Gf1q/bv9C/5a/qj+9f4//4j/zv8RAFIAkADLAAIBNgFnAZQBvQHiAQMCIQI7AlACYwJxAnwCgwKGAocChAJ+AnUCaQJaAkkCNgIhAgoC8QHWAboBnQF/AWABQQEhAQEB4QDBAKEAgQBiAEQAJwAKAPD/1f+8/6T/jf94/2X/U/9C/zP/Jv8a/xD/CP8B//v+9/71/vT+9f73/vr+/v4E/wr/Ev8a/yT/Lv85/0T/UP9d/2r/d/+E/5L/n/+t/7r/yP/V/+L/7v/7/wUAEQAbACYALwA5AEEASQBQAFcAXABhAGYAagBvAHMAeQCBAIoAlwCnALoA0QDtAA0BMgFcAYoBvAHyASsCaAKoAukCLANwA7UD+AM7BHwEugT1BCwFXwWMBbUF1wXyBQcGFQYbBhkGEAb+BeUFxAWbBWoFMgXzBK0EYAQNBLQDVgPzAowCIQKzAUIB0ABcAOj/c////ov+Gf6p/Tz90vxr/An8q/tS+/76sPpo+ib66vm1+Yb5X/k++ST5EvkG+QD5AvkK+Rn5LvlI+Wn5j/m6+er5H/pY+pX61foZ+1/7qPvy+z/8jPza/Cn9ef3H/Rb+Y/6w/vv+RP+L/9D/EQBQAI0AxgD9ADABXwGLAbMB2AH4ARUCLgJEAlUCYwJuAnUCeAJ5AnYCcAJnAlwCTQI9AioCFQL+AeYBzAGxAZQBdwFZAToBGwH7ANwAvQCdAH8AYABDACYACgDw/9b/vf+m/5D/e/9o/1b/Rv84/yv/H/8V/w3/Bv8B//3++/76/vv+/P7//gT/Cf8Q/xf/H/8p/zP/Pf9I/1T/YP9t/3r/h/+U/6H/r/+8/8n/1v/i/+//+/8FABAAGwAlAC4ANwBAAEcATgBVAFoAXwBkAGgAbABxAHcAfgCHAJQAowC2AM0A6AAIASwBVAGBAbIB5wEfAlsCmQLZAhsDXQOgA+IDJARjBKAE2QQPBUEFbgWVBbYF0QXmBfMF+QX4Be4F3QXFBaQFfAVNBRYF2ASTBEgE9gOfA0MD4wJ+AhUCqgE7AcsAWgDp/3b/BP+T/iT+tv1L/eP8f/wf/MP7bPsa+836h/pG+gz62Pmq+YP5Y/lK+Tj5LPkn+Sn5Mfk/+VP5bvmN+bP53fkM+kD6d/qz+vL6NPt4+8D7CfxT/J/87Pw5/Yf91P0g/mz+t/4A/0j/jf/R/xAATwCKAMIA9wApAVcBggGqAc0B7QEKAiICNwJIAlYCYAJnAmsCawJoAmICWgJOAkECMAIeAgoC8wHbAcIBpwGMAW8BUQEzARUB9gDXALgAmgB8AF4AQQAlAAoA8P/X/7//qP+S/37/a/9a/0r/PP8v/yT/Gv8S/wz/Bv8D/wH/AP8A/wL/Bf8J/w7/Ff8c/yT/Lf83/0H/TP9Y/2T/cP99/4r/l/+k/7H/vf/K/9f/4//v//v/BQAQABoAJAAtADYAPgBGAE0AUwBYAF0AYgBmAGoAbgB0AHsAhACQAJ8AsgDIAOMAAgElAU0BeQGpAdwBFAJOAosCygIKA0sDjAPNAw0ESwSGBL8E8wQkBVAFdgWXBbEFxQXSBdgF1wXOBb0FpQWFBV4FLwX6BL0EegQwBOADiwMxA9MCcAIKAqABNQHHAFgA6f95/wr/m/4u/sP9Wv31/JL8NPza+4X7Nfvq+qX6Zvos+vr5zfmn+Yj5b/ld+VL5TflO+Vb5ZPl4+ZL5sfnV+f/5Lfpf+pb60PoO+077kfvX+x/8aPyy/P38SP2U/eD9K/51/r7+Bv9M/5D/0v8QAE0AhwC+APIAIwFQAXoBoAHDAeMB/gEWAisCPAJJAlMCWgJdAl4CWwJVAk0CQgI0AiQCEgL+AekB0QG4AZ4BgwFnAUoBLQEPAfEA0wC0AJcAeQBcAEAAJAAJAPH/2P/A/6r/lf+B/2//Xv9O/0D/NP8p/x//F/8R/wz/CP8G/wX/Bv8H/wr/Dv8U/xr/If8p/zL/O/9G/1D/XP9n/3P/gP+M/5n/pv+y/7//y//Y/+T/8P/7/wUAEAAaACMALAA1AD0ARABLAFEAVgBbAGAAZABoAGwAcgB5AIIAjQCcAK4AxADeAPwAHwFGAXEBoAHSAQgCQQJ9AroC+QI5A3kDuAP2AzMEbQSkBNgECAUyBVgFeAWSBaUFsgW4BbYFrgWdBYYFZwVABRMF3gSjBGEEGQTLA3gDIAPDAmMC/gGXAS4BwwBWAOr/fP8P/6P+OP7P/Wn9Bf2l/En88fue+0/7BvvC+oX6Tfob+u/5yvms+ZT5gvl3+XL5c/l7+Yn5nPm1+dT59/kg+k36fvq0+u36Kfto+6r77vs0/Hv8xPwO/Vf9ov3r/TX+fv7F/gv/UP+S/9P/EABLAIQAugDtABwBSQFyAZcBugHYAfMBCwIfAjACPQJHAk0CUAJRAk4CSAJAAjUCKAIZAgcC8wHeAccBrwGVAXsBXwFDASYBCQHsAM4AsQCTAHcAWgA+ACMACQDx/9n/wv+s/5f/hP9y/2H/Uv9E/zj/Lf8k/xz/Fv8R/w7/C/8L/wv/Df8Q/xT/Gf8f/yb/Lv82/0D/Sv9U/1//a/92/4L/j/+b/6f/tP/A/83/2f/k//D/+/8FAA8AGQAjACsANAA8AEMASQBPAFUAWQBeAGEAZQBqAG8AdgB/AIoAmQCqAMAA2QD3ABkBPwFpAZcByAH9ATUCbwKrAukCJwNlA6MD4AMcBFUEiwS9BOwEFgU7BVoFcwWGBZMFmAWXBY4FfgVnBUkFIwX3BMMEiQRJBAIEtgNlAw8DtAJVAvMBjwEnAb4AVADq/3//FP+q/kL+2/13/Rb9uPxe/Aj8tvtp+yL73/qj+mz6O/oR+u35z/m3+ab5m/mW+Zj5n/ms+b/52Pn2+Rn6QPpt+p360foJ+0T7gvvC+wT8SfyP/Nb8Hv1m/a/99/0//ob+zP4Q/1P/lf/U/w8ASgCBALYA6AAWAUIBagGPAbABzgHpAQACEwIjAjACOgJAAkQCRAJBAjwCNAIpAhwCDQL8AekB1AG9AaYBjQFzAVgBPAEgAQMB5gDKAK0AkAB0AFgAPQAjAAkA8f/a/8P/rv+Z/4b/df9l/1b/SP88/zL/Kf8h/xv/Fv8T/xH/EP8Q/xL/Ff8Z/x7/JP8r/zL/O/9E/07/WP9j/27/ef+F/5H/nf+p/7b/wv/O/9n/5f/w//v/BQAPABkAIgArADMAOgBBAEgATgBTAFcAWwBfAGMAZwBtAHMAfACHAJUApwC8ANUA8gATATgBYQGOAb4B8gEpAmECnALYAhUDUwOPA8sDBQQ9BHIEowTRBPoEHgU8BVUFaAV0BXkFeAVvBWAFSQUsBQcF2wSpBHAEMQTsA6IDUgP+AqUCSQLpAYYBIQG6AFIA6/+C/xn/sv5L/uf9hf0m/cr8cvwd/M77g/s8+/z6wPqL+lv6MvoO+vH52vnJ+b75uvm7+cL5z/ni+fr5F/o5+mD6i/q7+u76JPte+5r72fsa/F38ovzn/C79df27/QL+Sf6O/tL+Fv9X/5f/1f8PAEgAfgCyAOMAEAE7AWIBhgGnAcQB3gH1AQgCGAIkAi4CNAI3AjcCNQIvAigCHQIQAgIC8QHeAcoBtAGcAYQBawFQATUBGgH+AOEAxQCpAI0AcQBWADwAIgAJAPL/2v/E/6//nP+J/3j/aP9Z/0z/Qf82/y7/Jv8g/xv/GP8W/xX/Fv8X/xr/Hv8j/yj/L/83/z//SP9R/1v/Zv9x/3z/iP+U/5//q/+3/8P/z//a/+b/8f/7/wUADwAYACEAKgAyADkAQABGAEwAUQBVAFoAXQBhAGUAagBxAHkAhACSAKMAuADQAOwADQExAVkBhQG1AecBHQJUAo4CyQIEA0ADfAO2A+8DJQRZBIoEtgTeBAEFHwU4BUoFVgVbBVoFUQVCBSwFDwXrBMAEjwRYBBoE1gOOA0AD7QKWAjwC3gF+ARsBtgBRAOv/hf8e/7n+Vf7z/ZP9Nv3c/IX8M/zl+5v7V/sX+936qfp6+lL6L/oS+vz56/nh+dz53vnl+fL5BPob+jj6Wfp/+qn62PoK+z/7d/uz+/D7MPxy/LT8+fw9/YP9yP0N/lL+lv7Z/hv/W/+Z/9b/DwBGAHwArgDeAAoBNAFaAX4BngG6AdQB6gH9AQwCGAIiAigCKwIrAikCIwIcAhECBQL3AeYB1AHAAaoBlAF8AWMBSQEuARMB+ADdAMEApQCKAG8AVAA6ACEACQDy/9v/xv+x/57/jP97/2v/Xf9Q/0X/O/8y/yv/Jf8g/x3/G/8a/xv/HP8f/yP/J/8t/zT/O/9D/0z/Vf9f/2n/dP9//4r/lv+h/63/uf/E/9D/2//m//H/+/8FAA4AGAAgACkAMAA4AD4ARQBKAE8AVABYAFsAXwBjAGgAbgB3AIEAjwCgALQAzADnAAcBKgFSAX0BqwHdARECRwKAArkC9AIuA2gDogPZAw8EQQRxBJwEwwTmBAMFGwUtBTgFPgU8BTQFJQUQBfME0ASmBHYEQAQDBMEDegMuA90CiAIwAtQBdQEVAbIATwDs/4f/I//A/l7+/v2g/UX97fyZ/Ej8/Pu0+3H7M/v6+sf6mfpx+k/6M/od+g36A/r++f/5BvoT+iX6PPpY+nj6nvrH+vT6JftZ+5D7yvsH/EX8hfzH/An9Tf2Q/dT9GP5b/p7+3/4g/17/m//W/w4ARQB5AKoA2QAFAS0BUwF1AZUBsQHKAd8B8gEBAg0CFgIcAh8CHwIdAhgCEAIGAvoB7AHcAcoBtgGhAYsBcwFbAUIBKAEOAfMA2AC9AKIAhwBtAFMAOQAgAAgA8v/c/8f/s/+g/47/fv9v/2H/VP9J/z//N/8v/yr/Jf8i/yD/H/8g/yH/JP8n/yz/Mv84/z//R/9Q/1n/Y/9t/3f/gv+N/5j/pP+v/7r/xv/R/9z/5//x//z/BAAOABcAIAAoAC8ANwA9AEMASQBNAFIAVgBZAF0AYQBmAGwAdAB/AIwAnACwAMcA4gABASQBSgF1AaIB0gEGAjsCcgKqAuMCHQNWA44DxAP4AyoEWASDBKkEywTnBP8EEAUbBSEFHwUXBQkF9ATYBLUEjARdBCgE7QOsA2cDHAPNAnoCIwLKAW0BDwGvAE0A7P+K/yj/x/5n/gn+rf1U/f78q/xc/BL8y/uK+037Fvvj+rf6kPpv+lP6Pfou+iT6H/oh+if6NPpF+lz6d/qX+rv65PoQ+0D7c/up++L7Hfxa/Jj82Pwa/Vv9nv3g/SP+ZP6l/ub+JP9i/57/1/8OAEMAdgCnANQA/wAnAUwBbQGMAacBwAHVAecB9gECAgoCEAITAhMCEQIMAgUC+wHvAeEB0QHAAa0BmAGCAWsBVAE7ASIBCAHuANMAuQCeAIQAagBRADgAIAAIAPP/3f/I/7X/ov+R/4H/cv9k/1j/Tf9D/zv/NP8u/yr/J/8l/yT/JP8m/yn/LP8x/zb/PP9D/0v/VP9c/2b/cP96/4X/j/+a/6b/sf+8/8f/0v/d/+f/8v/8/wQADgAXAB8AJwAuADUAPABCAEcATABQAFQAVwBbAF8AZABqAHIAfACJAJkArADDAN0A/AAeAUMBbQGZAcgB+gEvAmQCnALTAgwDQwN6A68D4gMTBEAEagSPBLAEzATjBPQE/wQEBQMF+wTtBNgEvQSbBHMERQQRBNcDmANUAwsDvgJsAhgCwAFlAQkBqwBLAO3/jP8t/87+cP4U/rr9Y/0P/b78cfwn/OP7ovtn+zH7APvU+q76jfpy+l36TvpE+kD6QfpI+lT6Zfp7+pb6tfrY+gD7K/ta+4z7wfv4+zL8bvyr/Or8Kv1q/av97P0t/m3+rf7s/in/Zf+g/9j/DgBCAHQAowDQAPkAIAFEAWUBgwGeAbYBywHcAesB9gH/AQUCCAIIAgYCAQL5AfAB5AHXAccBtgGjAY8BegFkAUwBNAEbAQIB6ADPALUAmwCBAGgATwA3AB8ACADz/97/yf+2/6T/k/+D/3X/Z/9b/1H/R/8//zj/M/8u/yv/Kf8p/yn/K/8t/zH/Nf86/0H/R/9P/1f/YP9p/3P/ff+H/5L/nf+n/7L/vf/I/9P/3f/o//L//P8EAA0AFgAeACYALQA0ADoAQABFAEoATgBSAFUAWQBdAGEAZwBvAHkAhgCVAKgAvwDZAPYAFwE8AWUBkAG/Ae8BIgJXAo0CxAL7AjEDZwObA80D/AMpBFEEdgSWBLIEyATZBOQE6QTnBOAE0gS+BKMEggRbBC4E+wPCA4QDQgP6Aq8CXwIMArYBXgEDAacASgDt/4//Mf/U/nn+H/7H/XH9H/3Q/IT8Pfz5+7r7gPtL+xv78frL+qv6kfp8+m36ZPpg+mH6Z/pz+oT6mfq0+tL69foc+0b7dPul+9j7D/xH/IL8vvz7/Dn9eP24/ff9N/52/rT+8v4u/2n/ov/Z/w0AQABxAKAAywD0ABoBPQFeAXsBlQGtAcEB0gHgAewB9AH6AfwB/QH6AfYB7gHlAdoBzQG9Aa0BmgGHAXIBXAFFAS0BFQH8AOMAygCxAJgAfgBmAE0ANgAeAAgA8//e/8v/uP+m/5X/hv94/2v/X/9U/0v/Q/89/zf/M/8w/y7/Lf8u/y//Mv81/zr/P/9F/0v/U/9b/2P/bf92/4D/iv+U/5//qf+0/7//yf/U/97/6P/y//z/BAANABYAHgAlACwAMwA5AD8ARABJAE0AUABUAFcAWwBfAGUAbQB3AIMAkgClALoA1ADxABEBNgFdAYcBtQHlARcCSgJ/ArUC6gIgA1QDhwO4A+YDEgQ5BF0EfQSYBK4EvgTJBM0EzATFBLcEowSJBGkEQwQXBOUDrQNxAzAD6gKgAlICAQKtAVYB/gCjAEgA7f+R/zb/2/6B/in+0/2A/S/94fyX/FH8EPzS+5n7Zfs2+w376PrJ+q/6m/qM+oP6f/qA+ob6kvqi+rf60frv+hH7N/tg+437vfvv+yT8XPyV/ND8DP1J/Yb9xP0D/kH+fv67/vj+Mv9s/6T/2v8NAD8AbwCcAMcA7wAUATcBVgFzAY0BowG3AcgB1gHhAekB7wHxAfIB7wHrAeQB2wHQAcMBtAGjAZEBfgFqAVQBPgEnAQ8B9wDeAMYArQCUAHwAYwBMADQAHgAIAPP/3//M/7n/qP+Y/4n/e/9u/2L/WP9P/0f/Qf88/zf/NP8z/zL/Mv80/zb/Ov8+/0P/Sf9P/1f/Xv9n/3D/ef+D/4z/l/+h/6v/tv/A/8v/1f/f/+n/8//8/wQADQAVAB0AJAArADIAOAA9AEIARwBLAE4AUgBVAFkAXQBjAGoAdACAAI8AoQC2AM8A7AAMAS8BVQF/AasB2gELAj4CcQKmAtoCDgNCA3MDowPRA/sDIgRFBGQEfwSUBKQErgSzBLIEqgSdBIoEcARRBCsEAATPA5kDXgMeA9oCkQJFAvYBowFPAfgAoABHAO7/lP86/+H+if4z/t/9jf0+/fP8qvxm/CX86fuy+3/7Ufso+wT75vrM+rn6qvqh+p36nvqk+rD6wPrU+u36C/ss+1H7evul+9T7Bvw6/HD8qPzh/Bz9WP2U/dH9Dv5K/of+wv79/jf/b/+m/9v/DQA+AGwAmQDCAOoADgEwAU8BawGEAZoBrgG+AcwB1wHfAeQB5wHnAeUB4AHZAdABxgG5AaoBmgGJAXYBYgFNATcBIQEJAfIA2gDBAKkAkQB5AGEASgAzAB0ABwD0/+D/zf+7/6r/mv+L/37/cf9m/1z/U/9L/0X/QP88/zn/N/82/zf/OP87/z7/Qv9H/03/U/9a/2L/av9z/3z/hf+P/5n/o/+t/7f/wv/M/9b/4P/p//P//P8EAAwAFQAcACQAKgAxADcAPABBAEUASQBNAFAAUwBXAFsAYQBoAHEAfQCMAJ4AsgDLAOcABgEoAU4BdwGiAdABAAIxAmQClwLKAv0CMANgA48DvAPlAwsELgRMBGYEegSKBJQEmQSYBJEEhARxBFgEOQQUBOoDugOFA0sDDQPKAoMCOQLrAZoBSAHzAJwARQDu/5b/Pv/n/pH+Pf7r/Zv9Tv0D/b38evw7/AD8yfuY+2v7Q/sg+wL76frW+sj6v/q7+rz6wvrN+t368foJ+yb7R/tr+5P7vvvr+xz8T/yE/Lr88vws/Wb9of3d/Rj+VP6P/sn+A/87/3L/qP/c/w0APABqAJUAvgDlAAgBKQFIAWMBfAGRAaQBtQHCAcwB1AHaAdwB3AHaAdYBzwHGAbwBrwGhAZEBgAFuAVoBRgEwARoBBAHsANUAvQCmAI4AdgBfAEgAMgAcAAcA9P/h/87/vP+s/5z/jv+A/3T/af9f/1f/T/9J/0T/QP89/zv/O/87/z3/P/9C/0b/S/9R/1f/Xv9l/23/dv9//4j/kf+b/6X/r/+5/8P/zf/X/+D/6v/z//z/BAAMABQAHAAjACoAMAA2ADsAQABEAEgASwBOAFEAVQBZAF8AZgBvAHsAiQCaAK8AxgDiAAABIgFHAW8BmQHGAfUBJQJXAokCuwLtAh4DTgN7A6cD0AP1AxcENARNBGIEcQR7BIAEfgR3BGsEWARABCEE/gPUA6YDcgM5A/wCugJ1AiwC4AGSAUAB7gCZAEQA7/+Y/0P/7f6Z/kf+9v2o/V39FP3P/I38T/wW/OH7sPuE+137O/sd+wX78vrk+tz62PrZ+t/66vr5+g37JftB+2H7hPur+9X7Avwx/GP8l/zM/AP9PP11/a/96f0j/l3+l/7Q/gj/P/91/6r/3P8MADsAaACSALoA4AADASMBQAFbAXMBiQGbAasBuAHCAcoBzwHSAdIB0AHMAcUBvQGyAaYBmAGJAXgBZgFTAT8BKgEUAf4A5wDQALkAogCLAHQAXQBHADEAHAAHAPT/4f/P/77/rv+e/5D/g/93/2z/Y/9a/1P/Tf9I/0T/Qf9A/z//P/9B/0P/Rv9K/0//VP9b/2H/af9x/3n/gv+L/5T/nf+n/7H/uv/E/87/2P/h/+r/8//8/wQADAAUABsAIgApAC8ANAA6AD4AQgBGAEkATQBQAFMAVwBdAGQAbQB4AIYAlwCrAMIA3QD7ABwBQAFnAZABvAHqARkCSgJ7AqwC3QINAzsDaAOTA7sD3wMABB0ENgRKBFkEYgRnBGYEXwRSBEAEKAQLBOgDvwORA18DJwPrAqsCaAIgAtYBiQE6AegAlgBCAO//m/9H//P+of5Q/gL+tf1r/ST94Pyg/GT8K/z3+8j7nft2+1X7OPsh+w77Afv4+vT69fr7+gb7Ffso+0D7W/t6+537w/vs+xj8Rvx3/Kr83vwU/Uv9g/27/fT9Lf5m/p/+1/4O/0T/eP+s/93/DAA6AGUAjwC2ANsA/QAdAToBVAFrAYABkgGiAa8BuQHAAcUByAHIAcYBwgG7AbMBqQGdAY8BgAFwAV4BTAE4ASMBDgH4AOIAzAC1AJ4AiABxAFsARQAwABsABwD1/+L/0P+//6//oP+T/4b/ev9w/2b/Xv9X/1H/TP9I/0X/RP9D/0T/Rf9H/0r/Tv9T/1j/Xv9l/2z/dP98/4T/jf+W/5//qf+y/7z/xv/P/9j/4v/r//T//P8EAAwAEwAaACEAKAAuADMAOAA9AEEARQBIAEsATgBRAFUAWwBhAGoAdQCDAJQApwC+ANgA9QAWATkBXwGIAbMB3wEOAj0CbQKdAs0C/AIqA1UDfwOmA8oD6gMGBB4EMgRBBEoETgRNBEcEOgQpBBEE9APSA6oDfgNMAxYD2wKdAloCFQLMAYABMwHjAJMAQQDv/53/S//5/qn+Wv4N/sL9ef00/fL8s/x4/EH8Dvzf+7X7j/tv+1P7PPsq+xz7FPsQ+xH7F/sh+zD7Q/ta+3X7k/u1+9r7A/wt/Fv8ivy8/O/8JP1a/ZH9yP0A/jf+b/6m/t3+E/9I/3v/rf/e/wwAOQBjAIwAsgDWAPgAFgEzAU0BZAF4AYoBmQGlAa8BtwG8Ab4BvgG8AbgBsgGqAaABlAGHAXgBaAFXAUQBMQEdAQgB8wDdAMcAsQCbAIUAbwBZAEQALwAbAAcA9f/j/9H/wf+x/6P/lf+J/33/c/9q/2H/W/9V/1D/TP9K/0j/R/9I/0n/S/9O/1L/V/9c/2L/aP9v/3f/f/+H/5D/mP+i/6v/tP+9/8f/0P/Z/+L/6//0//z/BAALABMAGgAhACcALQAyADcAPABAAEMARgBJAEwAUABUAFkAXwBoAHMAgACQAKQAugDTAPAAEAEyAVcBfwGpAdUBAgIxAmACjwK9AusCGANDA2wDkgO1A9QD8AMIBBsEKQQyBDcENgQvBCMEEgT7A94DvQOWA2oDOgMFA8wCjgJNAgkCwgF4ASwB3gCPAD8A8P+f/0////6w/mP+F/7O/Yf9Q/0D/cX8i/xV/CP89vvN+6j7iPtt+1b7RPs3+y/7K/st+zL7PPtL+137dPuO+6z7zfvx+xn8Q/xv/J78zvwA/TT9aP2e/dT9C/5B/nj+rv7j/hj/TP9+/6//3/8LADcAYQCJAK4A0QDyABABLAFFAVwBcAGBAZABnAGmAa0BsgG0AbUBswGvAagBoAGXAYsBfgFwAWABTwE9ASsBFwEDAe4A2QDDAK0AmACCAGwAVwBCAC4AGgAHAPX/4//S/8L/s/+l/5f/i/+A/3b/bf9l/17/WP9U/1D/Tf9M/0v/TP9N/0//Uv9W/1r/X/9l/2v/cv96/4H/iv+S/5v/pP+t/7b/v//I/9H/2v/j/+z/9P/9/wMACwASABkAIAAmACwAMQA2ADoAPgBCAEUASABLAE4AUgBXAF0AZgBwAH0AjQCgALYAzwDrAAoBKwFQAXcBoAHLAfcBJQJSAoECrgLbAgcDMQNZA34DoAO/A9oD8QMEBBIEGwQfBB4EGAQMBPsD5QPJA6gDggNYAygD9AK8AoACQQL+AbgBcAEmAdoAjAA+APD/of9S/wT/t/5s/iL+2v2V/VL9E/3X/J78avw5/Az85PvA+6H7hvtw+177UvtK+0b7R/tN+1f7Zft3+437pvvE++T7CPwu/Ff8g/yw/OD8Ef1D/Xf9q/3g/RX+S/6A/rX+6f4d/1D/gf+x/9//CwA2AF8AhgCrAM0A7QALASYBPgFUAWgBeQGHAZMBnQGkAakBqwGrAakBpQGfAZcBjgGDAXYBaAFZAUgBNwEkAREB/QDpANQAvwCqAJQAfwBqAFUAQQAtABkABwD1/+T/0//D/7T/p/+a/47/g/95/3D/aP9i/1z/V/9U/1H/UP9P/1D/Uf9T/1b/Wf9e/2P/aP9v/3X/ff+E/4z/lP+d/6b/rv+3/8D/yf/S/9v/5P/s//X//f8DAAsAEgAZAB8AJQArADAANQA5AD0AQABDAEYASQBMAFAAVQBbAGQAbgB7AIoAnQCyAMoA5gAEASUBSQFvAZcBwQHsARkCRgJzAp8CywL2Ah8DRgNrA4wDqwPFA9wD7gP8AwUECQQIBAEE9gPlA88DtAOUA28DRQMXA+QCrQJyAjQC8wGvAWgBHwHVAIkAPQDw/6P/Vv8K/77+dP4s/ub9ov1h/SP96Pyx/H38Tvwi/Pv71/u5+5/7ift4+2z7ZPtg+2H7Z/tw+377kPul+7772/v7+x78Q/xr/Jb8w/zx/CH9Uv2F/bj97P0g/lT+iP68/u/+Iv9T/4T/s//g/wsANQBdAIMApwDJAOgABQEfATcBTQFgAXEBfwGLAZQBmwGfAaIBogGgAZwBlgGPAYUBegFuAWABUQFBATABHgELAfgA5ADPALsApgCRAHwAaABTAD8ALAAZAAYA9v/k/9T/xf+2/6j/nP+Q/4X/fP9z/2z/Zf9g/1v/WP9V/1T/U/9T/1X/V/9Z/13/Yf9m/2z/cv94/3//h/+P/5f/n/+o/7D/uf/C/8r/0//c/+T/7f/1//3/AwALABIAGAAfACQAKgAvADQAOAA8AD8AQgBFAEcASgBOAFMAWQBhAGsAeACHAJkArgDGAOEA/gAfAUIBZwGOAbcB4gENAjkCZQKRArwC5gIOAzQDWAN5A5YDsAPGA9gD5gPuA/ID8QPrA+AD0AO6A6ADgANcAzMDBgPUAp4CZQIoAugBpQFgARkB0ACGADsA8f+l/1r/D//F/n3+Nv7y/a/9cP0z/fn8w/yR/GL8N/wR/O770Pu3+6L7kfuF+337evt7+4D7ivuX+6j7vfvW+/L7Efwz/Fj8f/yp/NT8Av0x/WH9kv3F/ff9Kv5e/pH+w/71/if/V/+G/7T/4f8LADQAWwCAAKMAxADjAP8AGQExAUYBWQFpAXcBggGLAZIBlgGZAZkBlwGTAY4BhgF9AXIBZgFZAUoBOgEpARgBBQHyAN8AywC3AKIAjgB6AGYAUgA+ACsAGAAGAPb/5f/V/8b/uP+q/57/k/+I/3//dv9v/2j/Y/9f/1v/Wf9X/1f/V/9Y/1r/Xf9h/2X/av9v/3X/e/+C/4n/kf+Z/6H/qf+y/7r/w//M/9T/3f/l/+3/9f/9/wMACgARABgAHgAkACkALgAyADcAOgA9AEAAQwBGAEkATQBRAFcAXwBpAHUAhACWAKoAwgDcAPkAGAE7AV8BhgGuAdcBAgItAlgCgwKtAtYC/QIjA0UDZgOCA5wDsQPDA9AD2QPdA9wD1gPLA7sDpgOMA20DSQMhA/UCxAKQAlgCHALdAZwBWQETAcwAgwA6APH/p/9d/xT/zP6F/kD+/f28/X79Qv0K/dX8pPx2/Ez8JvwF/Oj7zvu6+6n7nvuW+5P7lPuZ+6L7r/vA+9X77fsI/Cf8SPxs/JP8u/zm/BL9QP1w/aD90f0D/jX+Z/6Z/sr++/4r/1v/if+2/+H/CgAzAFkAfQCgAMAA3gD6ABMBKgE/AVEBYQFvAXoBgwGJAY4BkAGQAY4BiwGFAX4BdQFqAV4BUQFDATMBIwESAQAB7QDaAMcAswCfAIsAdwBjAFAAPQAqABgABgD2/+b/1v/H/7n/rP+g/5X/i/+B/3n/cv9s/2b/Yv9f/1z/W/9a/1v/XP9e/2H/ZP9o/23/cv94/37/hf+M/5T/m/+j/6v/tP+8/8T/zf/V/93/5v/u//X//f8DAAoAEQAXAB0AIwAoAC0AMQA1ADkAPAA/AEIARABHAEsATwBVAF0AZwBzAIEAkwCnAL0A1wDzABIBNAFYAX0BpQHNAfcBIQJLAnUCngLGAu0CEQMzA1MDbwOIA50DrgO7A8MDxwPGA8ADtgOmA5IDeANaAzcDEAPlArUCggJLAhAC0wGTAVEBDQHHAIEAOQDx/6n/Yf8Z/9P+jv5K/gj+yf2M/VL9G/3n/Lb8ivxh/Dz8G/z+++b70fvB+7b7rvur+6z7sfu6+8f72Pvs+wP8Hvw8/F38gPym/M389/wj/VD9fv2t/d39Dv4+/m/+oP7R/gH/MP9e/4z/uP/i/woAMgBXAHsAnAC8ANkA9AANASQBOAFKAVkBZwFyAXoBgQGFAYcBhwGGAYIBfQF1AW0BYgFXAUoBPAEtAR0BDAH6AOgA1QDCAK8AmwCIAHUAYQBOADsAKQAXAAYA9v/m/9f/yP+7/67/ov+X/43/hP98/3X/b/9q/2b/Yv9g/1//Xv9e/1//Yf9k/2f/a/9w/3X/e/+B/4j/j/+W/53/pf+t/7X/vf/G/87/1v/e/+b/7v/2//3/AwAKABAAFwAdACIAJwAsADAANAA4ADsAPgBAAEMARgBJAE4AVABbAGUAcAB/AI8AowC5ANIA7gANAS0BUAF1AZsBwwHsARUCPgJnApACtwLdAgADIgNAA1wDdAOJA5oDpgOvA7IDsQOsA6EDkgN+A2UDSAMmA/8C1QKmAnQCPgIFAskBiwFKAQcBwwB+ADcA8v+r/2T/Hv/Z/pb+U/4T/tX9mf1g/Sv9+PzI/J38dfxR/DD8FPz8++j72fvN+8b7w/vE+8n70vve++/7AvwZ/DT8Ufxx/JP8uPzf/Aj9Mv1e/Yz9uv3p/Rj+SP54/qj+1/4G/zX/Yv+O/7n/4/8KADAAVQB4AJkAuADUAO8ABwEdATEBQwFSAV8BagFyAXgBfQF/AX8BfQF6AXQBbQFlAVsBTwFDATUBJgEWAQYB9QDjANEAvgCrAJgAhQByAF8ATAA6ACgAFwAGAPb/5//Y/8r/vP+w/6T/mf+Q/4f/f/94/3L/bf9p/2b/Y/9i/2L/Yv9j/2X/Z/9r/2//c/94/37/hP+K/5H/mP+g/6f/r/+3/7//x//P/9f/3//n/+7/9v/9/wMACgAQABYAHAAhACYAKwAvADMANwA6ADwAPwBBAEQASABMAFIAWQBiAG4AfACMAJ8AtQDOAOkABwEnAUkBbQGTAbkB4QEKAjICWgKCAqgCzQLwAhADLgNKA2EDdgOGA5IDmgOeA50DlwONA34DawNSAzUDFAPvAsUClwJmAjIC+gG/AYIBQwECAb8AewA2APL/rf9o/yP/4P6d/l3+Hv7h/af9b/06/Qn92vyv/Ij8ZfxF/Cr8Evz/+/D75fve+9v72/vg++n79fsF/Bj8L/xJ/GX8hPym/Mr88PwY/UL9bf2Z/cb99P0j/lL+gf6v/t7+DP85/2X/kf+7/+P/CgAvAFMAdQCWALQA0ADqAAIBFwErATwBSwFXAWIBagFwAXQBdwF3AXUBcgFsAWUBXQFTAUgBPAEuASABEAEAAe8A3gDMALoApwCVAIIAcABdAEsAOQAnABYABgD3/+f/2f/L/77/sv+m/5z/kv+J/4L/e/91/3D/bP9p/2f/Zf9l/2X/Zv9o/2v/bv9y/3b/e/+B/4b/jf+T/5r/ov+p/7H/uP/A/8j/0P/Y/+D/5//v//b//f8DAAkAEAAWABsAIQAlACoALgAyADUAOAA7AD0AQABDAEYASgBQAFcAYABsAHkAiQCcALEAyQDkAAEBIAFCAWUBigGwAdcB/gEmAk0CdAKZAr0C3wL/Ah0DNwNPA2IDcgN/A4YDigOJA4QDegNrA1gDQAMkAwMD3gK2AokCWQIlAu8BtgF6ATwB/AC7AHgANQDy/6//a/8o/+b+pf5m/ij+7f20/X39Sv0Z/ez8wvyb/Hn8Wvw//Cj8FfwG/Pv79Pvx+/L79/sA/Az8G/wu/ET8Xfx5/Jj8ufzc/AH9KP1R/Xv9pv3T/QD+Lf5b/on+t/7k/hH/Pf9p/5P/vP/k/woALgBSAHMAkgCwAMsA5QD8ABEBJAE1AUMBUAFaAWIBaAFsAW8BbwFtAWoBZAFeAVYBTAFBATUBKAEaAQsB+wDqANkAyAC2AKQAkgB/AG0AWwBJADgAJgAWAAYA9//o/9r/zP+//7P/qP+e/5X/jP+E/37/eP9z/2//bP9q/2n/aP9p/2r/a/9u/3H/df95/37/g/+J/4//lv+d/6T/q/+y/7r/wv/J/9H/2f/g/+j/7//2//3/AwAJAA8AFQAbACAAJQApAC0AMQA0ADcAOgA8AD8AQQBFAEkATgBVAF4AaQB3AIYAmQCuAMUA3wD7ABoBOwFdAYEBpwHNAfMBGgJAAmYCiwKuAtAC7wIMAyYDPANQA18DawNzA3YDdQNwA2YDWANFAy4DEgPyAs8CpwJ7AkwCGgLkAawBcgE1AfcAtwB2ADQA8/+w/27/Lf/s/q3+b/4y/vj9wP2L/Vj9Kf39/NT8rvyM/G78VPw9/Cv8HPwS/Av8CPwJ/A38Fvwh/DH8Q/xZ/HH8jfyq/Mv87fwS/Tj9YP2J/bP93/0L/jf+ZP6R/r7+6v4W/0H/bP+V/77/5f8JAC0AUABwAI8ArADHAOAA9wALAR4BLgE9AUkBUwFbAWEBZQFnAWcBZQFiAV0BVgFOAUUBOgEuASEBEwEFAfUA5QDVAMMAsgCgAI4AfQBrAFkASAA2ACYAFQAFAPf/6P/a/83/wf+1/6r/oP+X/4//h/+B/3v/dv9y/2//bf9s/2z/bP9t/2//cf90/3j/fP+B/4b/jP+S/5j/n/+m/63/tP+8/8P/y//S/9r/4f/o/+//9v/9/wMACQAPABUAGgAfACQAKAAsADAAMwA2ADgAOwA9AEAAQwBHAE0AUwBcAGcAdACDAJUAqgDBANoA9gAUATQBVgF5AZ4BwwHoAQ4CNAJZAn0CnwLAAt8C+wIUAysDPQNNA1gDYANjA2IDXQNUA0YDMwMcAwED4gK/ApgCbQI/Ag4C2gGjAWoBLgHxALMAcwAzAPP/sv9x/zH/8v60/nf+PP4D/s39mf1n/Tn9Df3l/MH8n/yC/Gj8UvxA/DL8J/wh/B78H/wj/Cv8N/xG/Fj8bfyF/KD8vfzc/P78Iv1H/W79l/3A/ev9Fv5B/m3+mf7F/vD+G/9G/2//mP+//+X/CQAsAE4AbgCMAKgAwwDbAPEABgEYASgBNgFCAUsBUwFZAV0BXwFfAV0BWgFVAU8BRwE+ATMBKAEbAQ4B/wDwAOAA0AC/AK4AnQCLAHoAaABXAEYANQAlABUABQD3/+n/2//O/8L/t/+s/6L/mf+R/4r/g/9+/3n/dv9z/3H/b/9v/2//cP9y/3T/d/97/3//hP+J/47/lP+a/6H/qP+v/7b/vf/E/8z/0//a/+L/6f/w//f//f8DAAkADwAUABoAHgAjACcAKwAvADIANQA3ADoAPAA+AEIARgBLAFIAWgBlAHEAgQCSAKYAvQDWAPEADgEtAU4BcQGVAbkB3gEDAigCTAJvApECsQLPAuoCAwMZAywDOwNGA00DUQNQA0sDQQMzAyEDCwPxAtICsAKKAmACMwIDAtABmgFiASgB7ACvAHEAMgDz/7T/df82//j+u/6A/kb+Dv7Z/ab9dv1I/R799vzS/LL8lfx8/Gb8VfxH/D38Nvwz/DT8OfxA/Ez8Wvxs/IH8mPyy/M/87vwP/TL9Vv19/aT9zf32/SD+S/52/qH+y/72/iD/Sv9y/5r/wf/m/wkAKwBMAGwAiQClAL4A1gDsAAABEgEhAS8BOwFEAUwBUgFVAVcBVwFWAVMBTgFIAUABNwEtASEBFQEIAfoA6wDbAMsAuwCqAJkAiAB3AGYAVQBFADQAJAAUAAUA9//p/9z/z//D/7j/rv+k/5v/k/+M/4b/gf98/3n/dv90/3L/cv9y/3P/df93/3r/fv+C/4b/i/+R/5b/nf+j/6r/sP+3/77/xv/N/9T/2//i/+n/8P/3//3/AwAJAA4AFAAZAB4AIgAmACoALgAxADQANgA4ADsAPQBAAEQASQBQAFgAYwBvAH4AjwCjALkA0QDsAAgBJwFHAWkBjAGwAdQB+AEcAj8CYgKDAqICvwLaAvMCCAMaAykDNAM7Az4DPQM4Ay8DIgMQA/oC4QLDAqECfAJTAicC+AHGAZEBWgEhAecAqwBuADEA9P+1/3j/Ov/+/sL+iP5Q/hn+5f2z/YT9V/0u/Qf95PzE/Kj8j/x6/Gn8W/xR/Ev8SPxJ/E38Vfxg/G78gPyU/Kv8xfzh/P/8H/1B/WX9iv2x/dn9Af4r/lT+fv6o/tL+/P4l/07/df+c/8L/5v8JACoASwBpAIYAoQC6ANIA5wD6AAwBGwEoATQBPQFFAUoBTgFQAVABTgFLAUcBQAE5ATABJgEbAQ8BAgH0AOYA1wDHALcApwCWAIUAdQBkAFMAQwAzACMAFAAFAPj/6v/d/9D/xf+6/7D/pv+e/5b/j/+J/4P/f/97/3n/d/91/3X/df92/3j/ev99/4D/hP+J/47/k/+Z/5//pf+r/7L/uf/A/8f/zv/V/9z/4//q//H/9//9/wMACAAOABMAGAAdACIAJgApAC0AMAAyADUANwA5ADwAPwBDAEgATgBWAGAAbQB7AIwAnwC1AMwA5gADASEBQAFhAYMBpgHKAe0BEAIzAlQCdQKTArACywLiAvcCCQMXAyIDKQMsAysDJwMeAxAD/wLqAtECswKSAm4CRgIbAu0BvAGIAVMBGwHiAKcAbAAwAPT/t/96/z7/A//J/pD+Wf4k/vD9wP2R/Wb9Pf0Y/fX81vy7/KL8jvx9/G/8Zvxf/F38Xvxi/Gn8dPyC/JP8p/y9/Nb88vwP/S/9UP10/Zj9vv3l/Qz+Nf5d/ob+sP7Z/gH/Kv9R/3j/nv/D/+f/CAAqAEkAZwCDAJ4AtgDNAOIA9QAGARUBIgEtATYBPgFDAUcBSQFJAUcBRAFAAToBMgEqASABFQEJAfwA7wDhANIAwwCzAKMAkwCDAHIAYgBSAEIAMgAiABMABQD4/+r/3v/R/8b/u/+x/6j/oP+Y/5H/i/+G/4L/fv98/3r/eP94/3j/ef97/33/gP+D/4f/i/+Q/5X/m/+h/6f/rf+0/7v/wf/I/8//1v/d/+T/6v/x//f//f8CAAgADgATABgAHQAhACUAKAAsAC8AMQA0ADYAOAA6AD0AQQBGAEwAVABeAGoAeACJAJwAsQDIAOEA/QAaATkBWgF7AZ0BwAHiAQUCJwJIAmcChQKhArsC0gLnAvgCBgMRAxgDGwMaAxUDDAMAA+8C2gLBAqUChAJhAjkCDwLiAbIBgAFLARUB3QCkAGoALwD0/7n/ff9D/wn/0P6Y/mL+Lv78/cz9n/10/Uz9KP0G/ej8zfy1/KH8kPyD/Hr8c/xx/HL8dvx9/Ij8lfym/Ln8z/zo/AP9IP0//V/9gv2l/cr98P0X/j/+Zv6P/rf+3/4H/y7/Vf97/6D/xf/o/wgAKQBHAGUAgACaALIAyQDdAPAAAAEPARwBJwEwATcBPAFAAUIBQgFAAT0BOQEzASwBIwEaAQ8BAwH3AOoA3ADNAL8ArwCgAJAAgABwAGAAUABAADEAIgATAAUA+P/r/97/0v/H/73/s/+q/6L/mv+U/47/if+F/4H/fv99/3v/e/97/3z/fv+A/4P/hv+K/47/k/+Y/53/o/+p/6//tf+8/8P/yf/Q/9f/3v/k/+v/8f/3//7/AgAIAA0AEwAXABwAIAAkACgAKwAuADAAMwA1ADcAOQA8AEAARQBLAFMAXABoAHYAhgCYAK0AxADdAPgAFAEyAVIBcwGUAbYB2AH6ARsCOwJaAncCkwKsAsMC1wLoAvUCAAMHAwoDCQMEA/wC7wLeAsoCsgKWAnYCUwItAgQC2AGpAXgBRAEPAdgAoABnAC4A9P+6/4D/R/8O/9b+oP5r/jj+B/7Y/az9gv1b/Tf9Fv35/N78x/yz/KP8lvyN/If8hfyF/In8kfyb/Kj8ufzL/OH8+fwT/TD9Tv1u/Y/9sv3X/fz9Iv5I/m/+l/6+/uX+DP8z/1n/fv+i/8b/6P8IACgARgBjAH4AlwCvAMQA2ADqAPsACQEWASABKQEwATUBOQE7ATsBOQE2ATIBLAElAR0BFAEJAf4A8gDlANcAyQC6AKsAnACNAH0AbQBeAE4APwAwACEAEwAFAPj/6//f/9P/yP++/7X/rP+k/53/lv+Q/4v/h/+E/4H/f/9+/37/fv9//4H/g/+F/4n/jP+Q/5X/mv+f/6X/q/+x/7f/vf/E/8v/0f/Y/97/5f/r//L/+P/+/wIACAANABIAFwAbAB8AIwAnACoALQAvADEANAA2ADgAOwA+AEMASQBRAFoAZgBzAIMAlQCpAL8A2ADyAA4BLAFLAWsBiwGtAc4B7wEPAi8CTQJqAoUCnQK0AscC2ALlAu8C9gL5AvgC9ALrAt8CzwK7AqMCiAJpAkcCIQL5Ac0BoAFvAT0BCQHUAJ0AZQAtAPX/vP+D/0v/E//d/qf+dP5C/hL+5P25/ZD9av1H/Sf9Cf3w/Nn8xvy2/Kn8oPya/Jj8mfyc/KT8rvy7/Mv83fzy/Ar9I/0//V39fP2d/b/94v0H/iz+Uv54/p7+xf7r/hL/N/9c/4H/pf/H/+n/CAAnAEQAYAB7AJQAqwDAANQA5QD1AAMBEAEaASMBKgEvATIBNAE0ATIBMAErASYBHwEXAQ4BAwH4AOwA4ADTAMUAtgCoAJkAigB6AGsAXABMAD0ALwAgABIABQD4/+z/4P/U/8r/wP+2/67/pv+f/5j/k/+O/4r/h/+E/4L/gf+B/4H/gv+D/4X/iP+L/4//k/+X/5z/of+n/63/s/+5/7//xf/M/9L/2f/f/+X/7P/y//j//v8CAAgADQASABYAGwAfACIAJgApACwALgAwADIANAA3ADoAPQBCAEgATwBYAGQAcQCAAJIApQC7ANMA7QAIASUBRAFjAYMBowHEAeQBBAIjAkACXAJ3Ao8CpQK4AsgC1QLfAuYC6ALoAuMC2wLPAr8CrAKUAnoCWwI6AhUC7gHDAZcBaAE2AQMBzwCZAGMALAD1/73/hv9P/xj/4/6v/nz+S/4d/vD9xf2d/Xj9Vv02/Rr9Af3q/Nj8yPy8/LP8rfyr/Kv8r/y2/MD8zfzc/O78A/0a/TP9Tv1r/Yr9qv3M/e79Ev42/lv+gP6m/sz+8f4X/zz/YP+E/6f/yP/p/wgAJgBDAF4AeACQAKcAvADPAOAA8AD+AAoBFAEcASMBKAErAS0BLQEsASkBJQEfARkBEQEIAf4A8wDnANsAzgDAALIApACVAIcAeABpAFoASwA8AC4AIAASAAQA+f/s/+H/1f/L/8H/uP+v/6j/of+b/5X/kP+M/4n/h/+F/4T/g/+E/4X/hv+I/4v/jv+R/5X/mv+e/6P/qf+u/7T/uv/A/8f/zf/T/9r/4P/m/+z/8v/4//7/AgAIAA0AEQAWABoAHgAiACUAKAArAC0ALwAxADMANgA4ADwAQABGAE0AVgBhAG4AfQCPAKIAtwDPAOgAAwEfAT0BWwF7AZoBugHaAfkBFwI0Ak8CaQKBApYCqQK5AsYCzwLWAtgC2ALTAssCvwKwAp0ChgJsAk4CLgIKAuMBugGOAWABMAH+AMsAlgBhACsA9f+//4j/Uv8d/+n+tv6F/lX+J/77/dL9q/2G/WT9Rv0q/RH9+/zp/Nr8zvzF/L/8vfy+/ML8yPzS/N/87vz//BT9Kv1D/V39ev2Y/bf92P36/Rz+QP5k/on+rv7S/vf+HP9A/2P/hv+o/8r/6v8IACUAQQBcAHYAjQCjALgAywDcAOsA+AAEAQ4BFgEdASIBJQEnAScBJQEjAR8BGQETAQsBAgH4AO4A4gDWAMoAvACvAKAAkgCEAHUAZgBYAEkAOwAtAB8AEQAEAPn/7f/h/9b/zP/C/7n/sf+q/6P/nf+X/5P/j/+M/4n/iP+H/4b/hv+H/4n/i/+N/5D/lP+Y/5z/oP+l/6v/sP+2/7z/wv/I/87/1P/a/+H/5//t//P/+P/+/wIABwAMABEAFQAaAB0AIQAkACcAKgAsAC4AMAAyADQANwA6AD8ARQBMAFUAXwBsAHsAiwCeALMAygDjAP0AGQE2AVQBcgGRAbABzwHuAQsCKAJDAlwCcwKIApoCqgK2AsACxgLJAsgCxAK8ArACoQKOAngCXwJCAiIC/wHZAbABhQFYASkB+ADGAJMAXwAqAPX/wP+L/1b/Iv/v/r3+jf5e/jH+Bv7e/bf9lP1z/VX9Ov0h/Qz9+vzr/N/81/zR/M/80PzT/Nr85Pzw/P/8EP0k/Tr9Uv1s/Yf9pf3E/eT9Bf4n/kr+bf6R/rX+2f79/iH/RP9n/4n/qv/L/+r/BwAkAEAAWgBzAIoAoAC0AMYA1wDmAPMA/gAIARABFwEbAR8BIAEgAR8BHAEYARMBDQEFAfwA8wDpAN0A0gDFALgAqwCdAI8AgQByAGQAVgBIADkALAAeABEABAD5/+3/4v/X/83/xP+7/7P/rP+l/5//mv+V/5H/jv+M/4r/if+J/4n/iv+L/43/kP+T/5b/mv+e/6P/p/+t/7L/t/+9/8P/yf/P/9X/2//h/+f/7f/z//j//v8CAAcADAARABUAGQAdACAAIwAmACkAKwAtAC8AMQAzADYAOQA9AEMASgBTAF0AagB4AIgAmwCvAMYA3gD4ABMBLwFMAWoBiQGnAcUB4wEAAhwCNgJPAmUCegKMApsCpwKwArcCuQK5ArQCrQKhApMCgAJrAlICNQIWAvQBzgGnAX0BUQEjAfMAwgCQAF0AKQD2/8H/jf9a/yf/9f7E/pX+Z/47/hH+6f3E/aH9gf1j/Un9Mf0c/Qv9/Pzx/Oj84/zh/OH85fzr/PX8Af0P/SD9NP1J/WH9ev2V/bL90P3v/RD+Mf5T/nb+mf68/t/+A/8l/0j/av+M/6z/zP/r/wcAJAA/AFgAcQCHAJwAsADCANIA4QDuAPkAAgEKAREBFQEYARoBGgEZARYBEgENAQcB/wD3AO4A5ADZAM0AwQC0AKcAmgCMAH4AcABiAFQARgA4ACsAHQARAAQA+f/u/+P/2P/O/8X/vP+1/63/p/+h/5z/l/+U/5H/jv+N/4z/i/+M/4z/jv+Q/5L/lf+Y/5z/oP+l/6n/rv+0/7n/v//E/8r/0P/W/9z/4v/o/+3/8//5//7/AgAHAAwAEAAUABgAHAAgACMAJgAoACoALAAuADAAMgA1ADgAPABCAEgAUQBbAGcAdQCFAJgArADBANkA8gANASkBRQFjAYABngG8AdkB9QEQAioCQgJYAmwCfgKMApkCogKoAqoCqgKlAp4CkwKEAnICXQJFAikCCgLpAcQBngF1AUkBHAHuAL4AjQBbACgA9v/D/5D/Xf8s//v+y/6d/nD+Rf4c/vX90P2u/Y/9cv1Y/UH9LP0b/Q39Av35/PT88vzz/Pb8/PwG/RH9IP0w/UP9WP1v/Yj9ov2//dz9+/0a/jv+XP5+/qD+w/7m/gj/Kv9M/23/jv+u/83/6/8HACMAPQBWAG4AhACZAKwAvgDOANwA6QD0AP0ABQELAQ8BEgEUARQBEwEQAQwBBwEBAfoA8gDpAN8A1ADJAL0AsACjAJYAiQB7AG4AYABSAEQANwAqAB0AEAAEAPn/7v/j/9n/z//G/77/tv+v/6n/o/+e/5r/lv+T/5H/j/+O/47/jv+P/5D/kv+U/5f/m/+e/6L/p/+r/7D/tf+7/8D/xv/L/9H/1//d/+P/6P/u//P/+f/+/wIABwALABAAFAAYABwAHwAiACUAJwApACsALQAvADEANAA3ADsAQABHAE8AWQBlAHMAgwCUAKgAvQDUAO0ABwEiAT4BWwF4AZUBsgHOAeoBBQIeAjUCSwJfAnACfgKKApMCmQKcApsClwKPAoUCdgJlAlACOAIdAv8B3gG7AZUBbQFCARYB6QC6AIoAWQAnAPb/xP+S/2H/MP8A/9L+pP55/k7+Jv4A/t39u/2c/YD9Z/1Q/Tz9K/0d/RL9Cv0F/QP9A/0H/Q39Fv0h/S/9QP1S/Wf9ff2W/bD9y/3o/Qb+Jf5F/mX+h/6o/sr+7P4N/y//UP9x/5H/sP/O/+z/BwAiADwAVQBsAIEAlgCoALoAyQDXAOQA7gD3AP8ABQEJAQwBDgEOAQ0BCgEHAQIB/AD0AOwA5ADaAM8AxAC5AKwAoACTAIYAeQBrAF4AUABDADYAKQAcABAABAD5/+7/5P/a/9D/yP+//7j/sf+r/6X/oP+c/5j/lv+T/5L/kf+Q/5H/kf+T/5T/l/+a/53/oP+k/6j/rf+y/7f/vP/B/8f/zf/S/9j/3v/j/+n/7v/0//n//v8CAAcACwAPABQAFwAbAB4AIQAkACYAKAAqACwALgAwADIANgA6AD8ARQBNAFcAYwBwAIAAkQCkALkA0ADoAAEBHAE3AVMBcAGMAakBxAHgAfoBEgIpAj4CUgJiAnECfAKFAosCjQKMAokCgQJ3AmkCWAJDAiwCEQL0AdQBsQGMAWUBOwEQAeQAtgCHAFcAJgD2/8X/lf9k/zX/Bv/Y/qz+gf5Y/jH+C/7o/cj9qf2O/XX9X/1L/Tv9Lf0i/Rr9Ff0T/RT9F/0d/Sb9Mf0//U/9Yf11/Yv9o/28/df98/0R/i/+Tv5u/o/+sP7R/vL+E/8z/1T/dP+T/7L/z//s/wcAIQA7AFMAaQB/AJIApQC2AMUA0wDfAOkA8gD5AP8ABAEHAQgBCAEHAQUBAQH8APYA7wDnAN8A1QDLAMAAtQCpAJwAkACDAHYAaQBcAE8AQgA1ACgAHAAQAAQA+v/v/+T/2//R/8n/wf+5/7P/rf+n/6L/nv+b/5j/lv+U/5P/k/+T/5T/lf+X/5n/nP+f/6L/pv+q/6//tP+4/77/w//I/87/0//Z/97/5P/p/+//9P/5//7/AgAHAAsADwATABcAGgAeACAAIwAlACgAKQArAC0ALwAxADQAOAA9AEQATABVAGEAbgB9AI4AoQC1AMsA4wD8ABYBMQFMAWgBhAGfAbsB1QHvAQcCHQIyAkUCVQJjAm4CdwJ9An8CfgJ7AnMCaQJcAksCNwIgAgYC6QHKAagBgwFdATUBCgHfALIAhABVACUA9//H/5f/aP85/wv/3/6z/on+Yf47/hb+9P3U/bb9m/2D/W39Wv1K/T39Mv0q/Sb9I/0k/Sf9Lf02/UH9Tv1e/W/9g/2Z/bD9yf3j/f/9G/45/lj+d/6X/rf+1/73/hj/OP9X/3f/lf+z/9D/7P8HACEAOQBRAGcAfACPAKEAsgDBAM4A2gDkAO0A9AD6AP4AAQECAQMBAQH/APsA9wDxAOoA4gDaANEAxwC8ALEApQCZAI0AgABzAGcAWgBNAEAAMwAnABsADwAEAPr/7//l/9v/0v/K/8L/u/+0/67/qf+k/6D/nf+a/5j/lv+V/5X/lf+W/5f/mf+b/57/of+k/6j/rP+x/7X/uv+//8T/yf/P/9T/2v/f/+T/6v/v//T/+f/+/wIABgALAA8AEwAWABoAHQAgACIAJQAnACkAKgAsAC4AMAAzADcAPABCAEoAUwBfAGwAegCLAJ0AsQDHAN4A9gAQASoBRQFgAXsBlgGxAcsB5AH8ARICJgI4AkgCVgJhAmkCbwJxAnECbQJmAlwCTwI+AisCFAL7Ad8BwAGfAXsBVQEuAQUB2gCuAIEAUwAlAPf/yP+Z/2v/Pf8R/+X+uv6R/mr+RP4h/v/94P3D/an9kf17/Wn9Wf1M/UL9Ov01/TP9NP03/T39Rf1Q/V39bP1+/ZH9pv29/dX97/0K/ib+Q/5h/n/+nv6+/t3+/f4d/zz/W/96/5j/tf/R/+3/BgAgADgATwBlAHkAjACeAK4AvADKANUA3wDoAO8A9AD5APsA/QD9APwA+QD2APEA7ADlAN0A1QDMAMIAuACtAKIAlgCKAH0AcQBkAFgASwA/ADIAJgAaAA8ABAD6//D/5v/c/9P/y//E/7z/tv+w/6v/pv+i/5//nP+a/5n/mP+X/5j/mP+a/5v/nf+g/6P/pv+q/67/sv+3/7z/wP/F/8v/0P/V/9r/4P/l/+r/7//0//n//v8CAAYACgAOABIAFgAZABwAHwAiACQAJgAoACkAKwAtAC8AMgA2ADsAQQBJAFIAXQBpAHgAiACaAK0AwwDZAPEACgEkAT4BWAFzAY4BqAHBAdkB8QEGAhoCLAI8AkkCVAJcAmECZAJjAl8CWQJPAkICMgIfAgkC8AHUAbYBlgFzAU4BJwH/ANUAqgB+AFEAJAD3/8n/nP9u/0L/Fv/r/sH+mf5z/k7+K/4K/uz9z/22/Z79if13/Wj9W/1R/Un9Rf1D/UP9R/1M/VT9X/1s/Xv9i/2e/bP9yf3h/fr9Ff4w/k3+av6I/qb+xf7k/gP/Iv9A/1//ff+a/7f/0v/t/wYAHwA3AE0AYwB3AIkAmgCqALgAxQDQANoA4wDqAO8A8wD2APcA9wD2APQA8QDsAOcA4ADZANAAyAC+ALQAqQCeAJMAhwB7AG4AYgBWAEoAPQAxACUAGgAPAAQA+v/w/+b/3f/U/8z/xf++/7j/sv+t/6j/pP+h/57/nP+b/5r/mv+a/5v/nP+d/6D/ov+l/6j/rP+w/7T/uP+9/8L/x//M/9H/1v/b/+D/5v/r//D/9f/6//7/AgAGAAoADgASABUAGQAcAB4AIQAjACUAJwAoACoALAAuADEANQA5AD8ARwBQAFsAZwB1AIUAlgCqAL4A1QDsAAQBHQE3AVEBawGFAZ8BtwHPAeYB+wEOAiACLwI8AkcCTwJUAlcCVgJSAkwCQgI1AiYCEwL9AeUBygGtAY0BawFHASEB+QDRAKYAewBPACMA9//K/57/cf9G/xv/8f7I/qH+e/5X/jX+Ff73/dv9wv2r/Zf9hf12/Wn9YP1Y/VT9Uv1S/Vb9W/1j/W39ev2I/Zn9q/3A/dX97f0F/h/+Ov5W/nP+kP6u/sz+6v4I/yb/RP9i/3//nP+4/9P/7v8GAB4ANgBMAGEAdACGAJcApgC0AMEAzADWAN4A5QDqAO4A8QDyAPIA8QDvAOsA5wDiANsA1ADMAMMAugCwAKYAmwCPAIQAeABsAGAAVABIADwAMAAlABkADgADAPr/8P/n/97/1f/N/8b/v/+5/7T/r/+q/6b/o/+h/5//nf+c/5z/nP+d/57/oP+i/6T/p/+q/67/sv+2/7r/vv/D/8j/zf/S/9f/3P/h/+b/6//w//X/+v/+/wIABgAKAA4AEQAVABgAGwAeACAAIgAkACYAKAApACsALQAwADQAOAA+AEUATgBZAGUAcwCCAJMApgC6ANAA5wD/ABcBMAFKAWMBfQGWAa4BxQHbAfABAwIUAiMCMAI6AkICRwJKAkkCRQI/AjYCKQIaAgcC8gHbAcABpAGEAWMBQAEbAfQAzACjAHkATgAiAPf/zP+g/3X/Sv8g//f+z/6p/oT+YP4//iD+Av7n/c/9uP2k/ZP9hP14/W79Z/1j/WH9Yf1k/Wr9cv18/Yj9lv2m/bj9zP3h/fj9EP4q/kT+X/57/pj+tf7S/vD+Dv8r/0n/Zv+C/57/uv/U/+7/BgAeADUASgBeAHIAgwCUAKMAsAC9AMgA0QDZAOAA5QDpAOsA7QDtAOwA6gDmAOIA3QDWAM8AyAC/ALYArACiAJcAjACBAHUAagBeAFIARgA7AC8AJAAZAA4AAwD6//H/5//f/9b/z//H/8H/u/+1/7D/rP+o/6X/o/+h/5//nv+e/57/n/+g/6L/pP+m/6n/rP+w/7P/t/+7/8D/xP/J/87/0//Y/93/4v/n/+z/8f/1//r//v8CAAYACgAOABEAFAAYABoAHQAfACIAIwAlACcAKAAqACwALwAyADcAPQBEAEwAVwBjAHAAfwCQAKIAtgDLAOIA+QARASoBQwFcAXUBjQGlAbsB0QHlAfgBCQIXAiQCLgI2AjsCPQI8AjkCMwIpAh0CDgL8AegB0AG3AZoBfAFbATkBFQHvAMgAnwB2AEwAIQD4/83/ov94/07/Jf/9/tb+sP6M/mn+Sf4q/g3+8/3b/cX9sf2g/ZL9hv18/XX9cf1v/XD9c/14/YD9iv2V/aP9s/3F/dj97f0D/hv+NP5O/mj+hP6g/rz+2f72/hP/MP9N/2n/hf+g/7v/1f/v/wYAHQAzAEgAXABvAIAAkQCfAK0AuQDDAMwA1ADbAOAA5ADmAOgA6ADnAOUA4QDdANgA0gDLAMMAuwCyAKgAngCUAIkAfgBzAGcAXABQAEUAOQAuACMAGAAOAAMA+v/x/+j/3//X/9D/yf/C/7z/t/+y/67/qv+n/6X/o/+h/6H/oP+g/6H/ov+k/6b/qP+r/67/sf+1/7n/vf/B/8b/yv/P/9T/2f/e/+P/5//s//H/9f/6//7/AgAGAAoADQARABQAFwAaABwAHwAhACMAJAAmACcAKQArAC4AMQA2ADsAQgBLAFUAYABuAHwAjQCfALIAxwDdAPQACwEjATwBVAFsAYQBnAGyAccB2wHtAf0BDAIYAiICKgIuAjECMAItAiYCHQIRAgMC8QHdAcYBrQGSAXQBVAEyAQ8B6gDDAJwAcwBKACEA+P/O/6T/e/9S/yn/Av/c/rf+lP5y/lL+NP4Y/v795/3R/b79rf2f/ZP9iv2D/X/9ff1+/YH9hv2O/Zf9o/2w/cD90f3k/fn9Dv4m/j7+V/5x/oz+p/7D/t/+/P4Y/zT/UP9s/4j/ov+9/9b/7/8GAB0AMgBHAFoAbQB+AI0AnACpALUAvwDIANAA1gDbAN8A4QDjAOMA4gDgANwA2ADTAM0AxwC/ALcArgClAJsAkQCGAHsAcABlAFoATwBDADgALQAiABgADQADAPv/8f/o/+D/2P/R/8r/w/++/7j/tP+w/6z/qf+n/6X/o/+j/6L/ov+j/6T/pv+o/6r/rf+w/7P/t/+6/77/w//H/8z/0P/V/9r/3v/j/+j/7f/x//b/+v/+/wIABgAJAA0AEAAUABcAGQAcAB4AIAAiACQAJQAnACgAKgAtADAANQA6AEEASQBTAF4AawB6AIoAmwCuAMMA2ADuAAUBHQE1AU0BZQF8AZMBqQG9AdEB4gHyAQECDQIWAh4CIgIkAiQCIQIbAhICBgL4AecB0wG9AaQBiQFsAU0BLAEJAeUAvwCYAHEASQAgAPj/z/+m/33/Vf8u/wj/4v6+/pz+e/5c/j7+I/4J/vL93f3L/br9rP2h/Zj9kf2N/Yv9jP2P/ZT9m/2k/bD9vf3M/d398P0E/hn+MP5H/mD+ev6U/q/+yv7l/gH/Hf85/1T/b/+K/6X/vv/X/+//BgAcADEARQBYAGoAewCKAJgApQCxALsAxADLANEA1gDaAN0A3gDeAN0A2wDYANQAzwDJAMIAuwCzAKoAoQCYAI4AgwB5AG4AYwBYAE0AQgA3ACwAIQAXAA0AAwD7//L/6f/h/9n/0v/L/8X/v/+6/7X/sf+u/6v/qf+n/6X/pf+k/6T/pf+m/6j/qv+s/6//sf+1/7j/vP/A/8T/yP/N/9H/1v/a/9//5P/o/+3/8v/2//r//v8CAAUACQANABAAEwAWABkAGwAdAB8AIQAjACQAJgAnACkALAAvADMAOQBAAEgAUQBcAGkAdwCHAJgAqwC/ANMA6QAAARcBLgFGAV0BdAGKAZ8BtAHHAdgB6AH2AQECCwISAhcCGQIYAhUCDwIGAvsB7QHcAckBswGbAYABZAFFASUBAwHgALsAlQBuAEcAHwD4/9D/qP+A/1n/M/8N/+n+xf6k/oP+Zf5I/i3+FP79/en91/3H/bn9rv2l/Z/9m/2Z/Zn9nP2h/aj9sf29/cr92f3p/fv9D/4k/jr+Uf5p/oL+nP62/tH+7P4H/yL/Pf9Y/3P/jf+m/8D/2P/w/wUAGwAwAEQAVwBoAHgAhwCVAKIArQC3AL8AxwDNANIA1QDYANkA2QDYANYA0wDPAMoAxAC+ALcArwCnAJ4AlACLAIEAdgBsAGEAVgBLAEAANgArACEAFwANAAMA+//y/+n/4f/a/9P/zP/G/8H/u/+3/7P/sP+t/6r/qf+n/6f/pv+m/6f/qP+q/6v/rv+w/7P/tv+6/73/wf/F/8r/zv/S/9f/2//g/+T/6f/t//L/9v/6////AQAFAAkADAAQABMAFgAYABsAHQAfACAAIgAjACUAJgAoACsALgAyADgAPgBGAE8AWgBnAHUAhACVAKcAugDPAOQA+gARASgBPwFVAWwBgQGWAaoBvQHOAd0B6wH2Af8BBgILAg0CDQIJAgQC+wHwAeIB0gG/AaoBkgF4AVwBPgEfAf0A2wC3AJIAbABGAB8A+P/R/6r/g/9d/zf/Ev/v/sz+q/6L/m7+Uf43/h/+Cf71/eP90/3G/bv9sv2s/aj9pv2n/an9rv21/b79yf3W/eT99f0G/hr+Lv5E/lr+cv6K/qP+vf7X/vL+DP8n/0H/XP92/4//qP/B/9n/8P8FABsALwBCAFUAZgB2AIQAkgCeAKkAswC7AMMAyQDNANEA0wDUANQA0wDRAM4AywDGAMAAugCzAKsAowCaAJEAiAB+AHQAaQBfAFQASgA/ADUAKgAgABYADAADAPv/8v/q/+L/2//U/83/x//C/73/uf+1/7H/r/+s/6v/qf+p/6j/qP+p/6r/rP+t/6//sv+1/7j/u/+//8P/x//L/8//0//Y/9z/4f/l/+n/7v/y//b/+////wEABQAJAAwADwASABUAGAAaABwAHgAgACEAIwAkACYAKAAqAC0AMQA2AD0ARQBOAFgAZAByAIEAkgCjALYAygDfAPUACwEhATgBTgFkAXkBjgGhAbMBxAHTAeAB6wH0AfsBAAICAgEC/gH4AfAB5QHYAcgBtQGgAYkBcAFVATcBGQH4ANYAswCPAGoARAAeAPn/0v+s/4b/YP87/xf/9f7T/rL+k/52/lv+Qf4p/hP+AP7u/d/90v3H/b/9uf21/bP9tP22/bv9wv3L/dX94v3w/QD+Ef4k/jj+Tf5j/nv+kv6r/sT+3v73/hH/K/9F/1//ef+S/6r/wv/a//D/BQAaAC4AQQBTAGQAcwCCAI8AmwCmAK8AtwC+AMQAyQDMAM8A0ADQAM8AzQDKAMYAwgC8ALYArwCoAKAAlwCOAIUAewBxAGcAXQBSAEgAPgAzACkAHwAWAAwAAwD7//P/6v/j/9v/1f/O/8n/w/++/7r/tv+z/7D/rv+s/6v/qv+q/6r/q/+s/63/r/+x/7T/tv+5/73/wP/E/8j/zP/Q/9T/2f/d/+H/5v/q/+7/8v/3//v///8BAAUACQAMAA8AEgAVABcAGQAcAB0AHwAhACIAIwAlACcAKQAsADAANQA7AEMATABWAGIAcAB+AI4AoACyAMYA2gDwAAUBGwExAUcBXAFxAYUBmAGqAboByQHWAeEB6gHwAfUB9wH2AfMB7gHlAdsBzgG+AawBlwGBAWgBTQExARIB8wDRAK8AjABnAEMAHQD5/9P/rv+I/2T/QP8c//r+2f66/pv+f/5k/kv+M/4e/gv++v3r/d791P3L/cX9wf3A/cD9w/3I/c791/3h/e79/P0L/hz+Lv5C/lf+bP6D/pr+sv7L/uT+/f4W/zD/Sf9j/3z/lP+s/8T/2//x/wUAGgAtAEAAUQBhAHEAfwCMAJcAogCrALMAugDAAMQAyADKAMsAywDKAMgAxgDCAL0AuACyAKsApACcAJQAiwCCAHgAbwBlAFsAUQBGADwAMgAoAB8AFQAMAAMA+//z/+v/4//c/9b/z//K/8X/wP+8/7j/tf+y/7D/rv+t/6z/rP+s/63/rv+v/7H/s/+1/7j/u/++/8L/xf/J/83/0f/V/9n/3v/i/+b/6v/v//P/9//7////AQAFAAgADAAPABEAFAAXABkAGwAdAB4AIAAhACIAJAAmACgAKwAvADQAOgBCAEoAVABgAG0AfACLAJwArwDCANYA6gAAARUBKgFAAVUBaQF9AY8BoQGxAb8BzAHWAd8B5gHqAewB6wHoAeMB2wHQAcQBtAGjAY8BeAFgAUYBKgENAe0AzQCrAIkAZQBBAB0A+f/U/6//i/9n/0T/If8A/+D+wf6j/of+bf5U/j3+Kf4W/gX+9v3q/eD91/3S/c79zP3N/c/91P3a/eP97f35/Qf+Fv4m/jj+TP5g/nX+i/6i/rr+0v7q/gP/HP80/03/Zv9+/5b/rv/F/9v/8f8FABkALAA+AE8AXwBuAHwAiQCUAJ4AqACvALYAvADAAMQAxgDHAMcAxgDEAMEAvgC5ALQArgCoAKAAmQCRAIgAfwB2AGwAYwBZAE8ARQA7ADEAKAAeABUADAADAPv/8//r/+T/3f/X/9H/y//G/8H/vf+6/7b/tP+y/7D/r/+u/67/rv+v/7D/sf+z/7X/t/+6/73/wP/D/8f/yv/O/9L/1v/a/97/4//n/+v/7//z//f/+////wEABQAIAAsADgARABQAFgAYABoAHAAeAB8AIAAiACMAJQAnACoALgAzADkAQABJAFMAXgBrAHkAiACZAKsAvgDRAOUA+gAPASQBOQFNAWEBdAGHAZgBpwG1AcIBzAHVAdsB3wHhAeEB3gHYAdEBxgG6AasBmgGGAXABWQE/ASQBBwHoAMkAqACGAGMAQAAcAPn/1f+x/43/av9I/yb/Bf/m/sj+q/6P/nX+Xf5H/jP+IP4Q/gL+9f3r/eP93v3a/dj92f3b/eD95v3v/fn9BP4S/iD+Mf5C/lX+af5+/pP+qv7B/tj+8P4I/yD/Of9R/2n/gf+Z/7D/xv/c//H/BQAYACsAPQBOAF0AbAB5AIYAkQCbAKQArACyALgAvAC/AMEAwwDDAMIAwAC9ALoAtQCwAKoApACdAJUAjQCFAHwAcwBqAGAAVwBNAEMAOgAwACcAHQAUAAsAAwD7//P/7P/l/97/1//S/8z/x//D/7//u/+4/7X/s/+y/7H/sP+w/7D/sP+x/7P/tP+2/7n/u/++/8H/xP/I/8v/z//T/9f/2//f/+P/5//r/+//8//3//v///8BAAUACAALAA4AEQATABYAGAAaABsAHQAeACAAIQAiACQAJgApAC0AMgA4AD8ARwBRAFwAaAB2AIUAlgCnALkAzQDgAPUACQEeATIBRgFaAWwBfgGPAZ4BrAG4AcIBywHRAdUB1wHWAdMBzgHHAb0BsAGiAZEBfgFoAVEBOAEdAQEB4wDEAKQAgwBhAD4AGwD5/9b/s/+Q/27/TP8r/wv/7P7O/rL+l/5+/mb+Uf49/iv+G/4N/gH+9/3v/en95v3k/eX95/3s/fL9+v0E/g/+HP4r/jv+TP5e/nL+hv6b/rH+x/7e/vb+Dv8l/z3/Vf9t/4T/m/+y/8j/3f/y/wUAGAAqADsATABbAGkAdwCDAI4AmACgAKgArgC0ALgAuwC9AL4AvgC+ALwAuQC2ALEArACnAKAAmgCSAIoAggB6AHEAaABeAFUASwBCADgALwAmAB0AFAALAAMA/P/0/+z/5f/f/9j/0//N/8j/xP/A/73/uv+3/7X/s/+y/7L/sf+y/7L/s/+0/7b/uP+6/73/v//C/8b/yf/N/9D/1P/Y/9z/4P/k/+j/7P/w//T/9//7////AQAFAAgACwAOABAAEwAVABcAGQAbABwAHgAfACAAIgAjACYAKAAsADEANgA9AEYATwBaAGYAdACDAJIAowC1AMgA3ADvAAMBFwErAT8BUgFlAXYBhgGVAaMBrgG5AcEBxwHLAc0BzAHJAcQBvQGzAacBmQGIAXUBYQFKATEBFwH8AN4AwACgAIAAXwA9ABsA+f/X/7T/kv9x/1D/L/8Q//L+1f65/p/+hv5v/lr+Rv41/iX+F/4M/gL++v31/fH98P3w/fP99/39/QX+D/4a/if+Nf5E/lX+Z/56/o7+o/64/s7+5f78/hP/Kv9B/1n/cP+H/53/s//J/97/8v8FABcAKQA6AEoAWQBnAHQAgACLAJQAnQCkAKsAsAC0ALcAuQC6ALoAuQC4ALUAsgCtAKkAowCdAJYAjwCHAH8AdwBuAGUAXABTAEoAQQA3AC4AJQAcABMACwADAPz/9P/t/+b/3//Z/9T/zv/K/8X/wf++/7v/uf+3/7X/tP+z/7P/s/+0/7X/tv+4/7n/vP++/8H/xP/H/8r/zv/R/9X/2f/d/+H/5P/o/+z/8P/0//j/+////wEABAAIAAsADQAQABIAFQAXABkAGgAcAB0AHgAgACEAIwAlACgAKwAwADUAPABEAE0AWABkAHEAgACPAKAAsgDEANcA6gD+ABEBJQE4AUsBXQFuAX4BjAGaAaUBrwG3Ab0BwQHDAcIBwAG7AbMBqgGeAZABgAFtAVkBQwErAREB9gDaALwAnQB9AF0APAAaAPn/2P+2/5X/dP9U/zT/Ff/4/tv+wP6n/o7+eP5j/lD+P/4v/iL+F/4N/gb+AP79/fv9/P3+/QL+CP4Q/hn+JP4x/j/+Tv5e/nD+g/6W/qr+v/7V/uv+Af8Y/y//Rf9c/3P/if+f/7X/yv/f//L/BAAXACgAOQBJAFcAZQByAH0AiACRAJoAoQCnAKwAsACzALUAtgC2ALUAtACxAK4AqgClAKAAmgCTAIwAhAB9AHQAbABjAFoAUQBIAD8ANgAtACQAGwATAAsAAgD8//T/7f/m/+D/2v/V/8//y//H/8P/v/+9/7r/uP+3/7b/tf+1/7X/tf+2/7j/uf+7/73/wP/C/8X/yP/L/8//0v/W/9r/3f/h/+X/6f/t//D/9P/4//v///8BAAQABwAKAA0AEAASABQAFgAYABoAGwAcAB4AHwAgACIAJAAnACoALwA0ADsAQwBMAFYAYgBvAH0AjACcAK4AwADSAOUA+AAMAR8BMQFEAVUBZgF2AYQBkQGcAaYBrgGzAbcBuQG5AbYBsQGqAaABlQGHAXcBZQFSATwBJAELAfEA1QC4AJoAegBbADoAGgD6/9n/uP+X/3f/V/84/xr//f7i/sf+rv6W/oD+bP5Z/kj+Of4s/iH+GP4R/gv+CP4G/gf+Cf4N/hP+G/4k/i/+O/5J/lf+Z/55/ov+nv6y/sb+2/7x/gf/Hf8z/0r/YP92/4z/of+3/8v/3//z/wQAFgAnADgARwBVAGMAbwB6AIUAjgCWAJ0AowCoAKwArwCxALIAsgCxALAArQCqAKYAoQCcAJYAkACJAIIAegByAGoAYQBYAFAARwA+ADUALAAjABsAEgAKAAIA/P/1/+7/5//h/9v/1f/Q/8z/yP/E/8H/vv+8/7r/uP+3/7f/tv+3/7f/uP+5/7v/vP+//8H/xP/G/8n/zf/Q/9P/1//a/97/4v/m/+n/7f/x//T/+P/7////AQAEAAcACgANAA8AEgAUABYAGAAZABsAHAAdAB4AIAAhACMAJgApAC4AMwA5AEEASgBUAGAAbAB6AIkAmQCqALsAzgDgAPMABgEYASsBPQFOAV4BbQF7AYgBkwGdAaQBqgGuAa8BrwGsAagBoQGXAYwBfwFvAV4BSgE1AR4BBgHsANAAtACWAHgAWQA5ABkA+v/Z/7n/mf96/1v/Pf8f/wP/6P7O/rX+nv6J/nX+Yv5S/kP+Nv4r/iL+G/4W/hP+Ef4S/hT+GP4e/iX+Lv45/kX+Uv5h/nD+gf6T/qb+uf7N/uL+9/4M/yL/OP9N/2P/ef+O/6P/uP/M/+D/8/8EABYAJwA2AEUAVABhAG0AeACCAIsAkwCaAKAApQCpAKsArQCuAK4ArgCsAKoApgCiAJ4AmQCTAI0AhgB/AHcAbwBnAF8AVgBOAEUAPAA0ACsAIwAaABIACgACAPz/9f/u/+j/4f/c/9b/0v/N/8n/xf/C/7//vf+7/7r/uf+4/7j/uP+5/7n/u/+8/77/wP/C/8X/yP/L/87/0f/U/9j/2//f/+P/5v/q/+7/8f/1//j//P///wEABAAHAAoADAAPABEAEwAVABcAGQAaABsAHAAeAB8AIAAiACUAKAAtADIAOABAAEgAUgBeAGoAeACGAJYApgC3AMkA2wDuAAABEgEkATYBRwFXAWYBcwGAAYoBlAGbAaEBpAGmAaYBowGeAZgBjwGEAXYBZwFWAUMBLgEYAQAB5gDMALAAkwB1AFcAOAAYAPr/2v+7/5z/ff9e/0H/JP8J/+7+1f68/qb+kf59/mv+W/5N/kD+Nv4t/ib+If4d/hz+HP4f/iP+KP4v/jj+Q/5O/lv+av55/on+m/6t/sD+1P7o/vz+Ef8n/zz/Uf9n/3z/kf+l/7r/zf/h//P/BAAVACYANQBEAFIAXwBqAHUAfwCIAJAAlwCcAKEApQCoAKoAqwCrAKoAqACmAKMAnwCaAJUAkACKAIMAfAB1AG0AZQBdAFUATABEADsAMwAqACIAGgASAAoAAgD8//X/7v/o/+L/3P/X/9P/zv/K/8f/xP/B/7//vf+7/7r/uv+6/7r/uv+7/7z/vv+//8H/xP/G/8n/zP/P/9L/1f/Z/9z/4P/j/+f/6v/u//H/9f/4//z///8BAAQABwAKAAwADwARABMAFQAXABgAGQAbABwAHQAeACAAIgAkACgALAAxADcAPgBHAFEAXABoAHUAgwCTAKMAswDFANcA6QD7AAwBHgEvAUABTwFeAWsBdwGCAYsBkgGYAZsBnQGdAZoBlgGPAYYBewFuAWABTwE8ASgBEgH6AOEAxwCsAJAAcwBVADcAGAD6/9v/vP+e/4D/Yv9F/yn/Dv/0/tv+w/6t/pn+hv50/mT+Vv5K/j/+N/4w/iv+KP4m/if+Kf4t/jL+Ov5C/kz+WP5k/nL+gf6R/qL+tP7H/tr+7v4C/xf/K/9A/1X/av9//5P/p/+7/8//4f/0/wQAFQAlADQAQgBQAFwAaABzAHwAhQCNAJMAmQCeAKEApACmAKcApwCmAKUAogCfAJwAlwCSAI0AhwCAAHkAcgBrAGMAWwBTAEoAQgA6ADIAKQAhABkAEQAKAAIA/P/1/+//6f/j/93/2P/U/8//y//I/8X/wv/A/77/vf+8/7v/u/+7/7z/vP++/7//wf/D/8X/x//K/83/0P/T/9b/2f/d/+D/5P/n/+v/7v/y//X/+f/8////AQAEAAcACQAMAA4AEAASABQAFgAYABkAGgAbABwAHgAfACEAIwAnACsAMAA2AD0ARQBPAFoAZQByAIAAjwCfALAAwQDSAOMA9QAHARgBKQE5AUgBVgFjAW8BegGCAYoBjwGTAZQBlAGRAY0BhgF+AXMBZgFYAUgBNQEhAQwB9QDdAMMAqACNAHAAUwA1ABcA+v/c/77/oP+C/2X/Sf8u/xP/+v7h/sr+tf6g/o7+ff5t/l/+U/5J/kH+Ov41/jL+Mf4x/jP+N/48/kP+TP5W/mH+bf57/or+mf6q/rv+zv7g/vT+CP8c/zD/RP9Z/23/gv+W/6n/vf/Q/+L/9P8EABQAJAAzAEEATgBaAGYAcAB6AIIAigCQAJYAmgCeAKEAogCjAKMAowChAJ8AnACYAJQAjwCKAIQAfQB3AHAAaABhAFkAUQBJAEEAOQAwACgAIAAZABEACQACAPz/9v/v/+n/4//e/9n/1P/Q/83/yf/G/8T/wf/A/77/vf+9/73/vf+9/77/v//A/8L/xP/G/8n/y//O/9H/1P/X/9r/3v/h/+T/6P/r/+//8v/1//n//P///wEABAAHAAkADAAOABAAEgAUABYAFwAYABkAGwAcAB0AHgAgACMAJgAqAC8ANQA8AEQATQBYAGMAcAB+AIwAnACsALwAzQDfAPAAAQESASIBMgFBAU8BXAFnAXEBegGBAYYBigGLAYsBiQGEAX4BdQFrAV8BUAFAAS8BGwEGAfAA2AC/AKUAigBuAFEANAAXAPr/3f+//6L/hf9p/03/Mv8Y///+6P7R/rz+qP6W/oX+dv5o/l3+U/5K/kT+P/48/jv+O/49/kH+Rv5N/lX+X/5q/nb+g/6S/qH+sf7C/tT+5/76/g3/If80/0j/XP9w/4T/mP+r/77/0f/j//T/BAAUACMAMgBAAE0AWQBkAG4AdwB/AIcAjQCSAJcAmgCdAJ8AoACgAJ8AngCbAJgAlQCRAIwAhwCBAHsAdABtAGYAXwBXAE8ARwA/ADcALwAnACAAGAARAAkAAgD8//b/8P/q/+T/3//a/9X/0f/O/8r/x//F/8P/wf/A/7//vv++/77/v/+//8D/wv/D/8X/x//K/8z/z//S/9X/2P/b/97/4v/l/+j/7P/v//L/9v/5//z///8BAAQABgAJAAsADgAQABIAEwAVABYAGAAZABoAGwAcAB4AIAAiACUAKQAuADMAOgBCAEwAVgBhAG4AewCJAJgAqAC4AMkA2gDrAPsADAEcASsBOgFIAVQBYAFqAXIBeQF+AYEBgwGCAYABfAF2AW0BYwFXAUkBOgEoARUBAAHqANMAuwChAIcAawBQADMAFgD6/97/wf+k/4j/bP9R/zf/Hf8F/+7+2P7D/q/+nv6N/n7+cf5m/lz+VP5N/kn+Rv5E/kX+R/5L/lD+Vv5e/mj+c/5+/oz+mv6p/rn+yf7b/u3+//4S/yX/Of9M/2D/dP+H/5r/rf/A/9L/4//0/wQAFAAjADEAPgBLAFcAYQBrAHQAfQCEAIoAjwCUAJcAmgCbAJwAnACcAJoAmACVAJIAjgCJAIQAfgB4AHIAawBkAF0AVQBNAEYAPgA2AC4AJwAfABcAEAAJAAIA/P/2//D/6v/l/+D/2//W/9L/z//M/8n/xv/E/8L/wf/A/8D/v//A/8D/wf/C/8P/xf/H/8n/y//N/9D/0//W/9n/3P/f/+L/5v/p/+z/8P/z//b/+f/8////AQAEAAYACQALAA0ADwARABMAFQAWABcAGAAZABoAHAAdAB8AIQAkACgALQAyADkAQQBKAFQAXwBrAHgAhgCVAKQAtADFANUA5gD2AAYBFgElATMBQQFNAVgBYgFqAXEBdgF5AXoBegF4AXQBbQFlAVwBUAFCATMBIgEPAfsA5QDPALcAngCEAGkATgAyABYA+//e/8L/pv+K/2//Vf87/yL/Cv/0/t7+yv63/qX+lf6H/nr+b/5l/l3+V/5S/k/+Tv5O/lD+VP5Z/mD+Z/5x/nv+h/6U/qH+sP7A/tD+4f7z/gX/F/8q/z3/UP9j/3f/iv+c/6//wf/T/+T/9f8EABMAIgAwAD0ASQBVAF8AaQByAHoAgQCHAIwAkACUAJYAmACZAJkAmACXAJUAkgCOAIoAhgCBAHsAdQBvAGkAYgBbAFMATABEAD0ANQAtACYAHgAXABAACQACAPz/9v/w/+v/5f/g/9z/1//T/9D/zf/K/8f/xf/E/8P/wv/B/8H/wf/B/8L/w//F/8b/yP/K/8z/z//R/9T/1//a/93/4P/j/+b/6f/t//D/8//2//n//P///wEABAAGAAkACwANAA8AEQATABQAFgAXABgAGQAaABsAHAAeACAAIwAnACwAMQA4AEAASABSAF0AaQB2AIMAkgChALAAwADQAOEA8QAAARABHwEtAToBRgFRAVoBYgFpAW4BcQFyAXIBcAFsAWYBXgFUAUgBOwEsARsBCQH2AOAAygCzAJoAgQBnAEwAMQAVAPv/3//D/6j/jf9y/1j/P/8n/xD/+f7k/tD+vv6t/p3+j/6C/nf+bv5m/mD+W/5Z/lf+WP5a/l3+Yv5p/nD+ef6E/o/+m/6p/rf+x/7X/uf++f4K/xz/L/9B/1T/Z/96/4z/n/+x/8L/1P/l//X/BAATACEALwA8AEgAUwBdAGcAbwB3AH4AhACJAI0AkQCTAJUAlgCWAJUAlACSAI8AiwCHAIMAfgB5AHMAbQBmAGAAWQBRAEoAQwA7ADQALAAlAB4AFgAPAAkAAgD9//b/8f/r/+b/4f/c/9j/1P/R/87/y//J/8f/xf/E/8P/wv/C/8L/w//E/8X/xv/H/8n/y//N/9D/0v/V/9j/2//e/+H/5P/n/+r/7f/w//P/9v/5//z///8BAAMABgAIAAsADQAPABEAEgAUABUAFgAXABgAGQAaABwAHQAgACMAJgArADAANwA+AEcAUABbAGcAcwCBAI8AnQCtALwAzADcAOsA+wAKARgBJgEzAT8BSQFTAVsBYQFmAWkBagFqAWgBZAFeAVYBTQFBATQBJgEVAQMB8ADcAMYArwCXAH4AZQBKADAAFQD7/+D/xf+q/4//df9c/0P/LP8V///+6v7X/sX+tP6l/pf+iv6A/nf+b/5p/mX+Yv5h/mH+Y/5m/mv+cf55/oL+jP6X/qP+sP6+/s3+3f7t/v7+EP8h/zP/Rf9Y/2r/fP+P/6H/sv/E/9X/5f/1/wQAEgAgAC4AOgBGAFEAWwBlAG0AdQB7AIEAhgCKAI4AkACSAJIAkgCSAJAAjgCMAIgAhQCAAHsAdgBwAGoAZABdAFcAUABJAEEAOgAzACsAJAAdABYADwAIAAIA/f/3//H/7P/m/+L/3f/Z/9X/0v/P/8z/yv/I/8b/xf/E/8T/xP/E/8T/xf/G/8f/yf/K/8z/zv/R/9P/1v/Z/9v/3v/h/+T/5//q/+7/8f/0//f/+v/8////AQADAAYACAAKAAwADgAQABIAEwAVABYAFwAYABkAGgAbAB0AHwAiACUAKgAvADUAPQBFAE8AWQBkAHEAfgCMAJoAqQC4AMgA1wDmAPYABAESASABLAE4AUIBSwFTAVkBXgFhAWIBYgFgAVwBVgFPAUUBOgEuAR8BDwH+AOsA1wDCAKsAlAB7AGIASQAvABQA+//g/8b/rP+S/3j/YP9H/zD/Gv8F//D+3f7M/rv+rP6f/pP+iP5//nj+cv5t/mv+av5q/mz+b/50/nr+gf6K/pT+n/6r/rj+xf7U/uP+8/4E/xX/Jv84/0n/W/9t/3//kf+j/7T/xf/W/+b/9f8DABIAIAAtADkARQBPAFkAYgBrAHIAeQB+AIMAhwCKAI0AjgCPAI8AjwCNAIsAiQCFAIIAfQB5AHQAbgBoAGIAWwBVAE4ARwBAADkAMgAqACMAHAAVAA8ACAACAP3/9//x/+z/5//i/97/2v/W/9P/0P/N/8v/yf/I/8b/xv/F/8X/xf/F/8b/x//I/8r/y//N/8//0v/U/9f/2f/c/9//4v/l/+j/6//u//H/9P/3//r//P///wEAAwAGAAgACgAMAA4AEAARABMAFAAVABYAFwAYABkAGwAcAB4AIQAlACkALgA0ADsARABNAFcAYgBuAHsAiQCXAKUAtADDANIA4QDwAP8ADAEaASYBMQE7AUQBTAFSAVYBWQFbAVoBWAFVAU8BSAE+ATQBJwEZAQkB+ADmANIAvQCnAJAAeQBgAEcALgAUAPv/4f/H/67/lP97/2P/S/81/x//Cv/2/uT+0v7C/rP+pv6a/pD+h/6A/nr+dv5z/nL+c/51/nj+fP6C/or+kv6c/qb+sv6//sz+2v7p/vn+Cf8a/yv/PP9N/1//cf+C/5P/pf+2/8b/1//m//b/AwARAB8ALAA4AEMATgBXAGAAaABwAHYAfACAAIQAhwCKAIsAjACMAIwAigCIAIYAgwB/AHsAdgBxAGwAZgBgAFkAUwBMAEUAPgA3ADAAKgAjABwAFQAOAAgAAgD9//f/8v/s/+f/4//f/9v/1//U/9H/zv/M/8r/yf/I/8f/xv/G/8b/x//H/8j/yv/L/83/zv/R/9P/1f/Y/9r/3f/g/+P/5f/o/+v/7v/x//T/9//6//3///8BAAMABgAIAAoADAAOAA8AEQASABQAFQAWABcAGAAZABoAHAAeACAAJAAoAC0AMwA6AEIASwBVAGAAbAB4AIYAkwCiALAAvwDOAN0A6wD5AAcBEwEfASoBNAE9AUUBSwFPAVIBUwFTAVEBTQFIAUABOAEtASEBEwEEAfMA4QDOALkApACNAHYAXgBGAC0AFAD7/+L/yP+v/5f/fv9m/0//Of8k/w///P7q/tn+yf67/q7+ov6Y/o/+iP6D/n/+fP57/nv+ff6A/oX+i/6S/pr+o/6u/rn+xv7T/uH+7/7//g//H/8v/0D/Uf9i/3T/hf+W/6f/t//I/9f/5//2/wMAEQAeACsANwBCAEwAVQBeAGYAbQB0AHkAfgCBAIUAhwCIAIkAiQCJAIcAhQCDAIAAfAB4AHQAbwBpAGQAXgBYAFEASwBEAD0ANgAvACkAIgAbABUADgAIAAIA/f/3//L/7f/o/+T/3//c/9j/1f/S/9D/zf/M/8r/yf/I/8j/x//I/8j/yf/K/8v/zP/O/9D/0v/U/9b/2P/b/97/4P/j/+b/6f/s/+//8v/0//f/+v/9////AQADAAUACAAKAAwADQAPABEAEgATABQAFQAWABcAGAAZABsAHQAgACMAJwAsADIAOQBBAEoAUwBeAGkAdgCDAJAAngCsALsAyQDYAOYA9AABAQ0BGQEkAS4BNgE+AUMBSAFLAUwBTAFKAUYBQQE6ATEBJgEbAQ0B/gDuANwAyQC1AKAAigB0AFwARAAsABMA+//i/8r/sf+Z/4H/av9T/z3/KP8U/wL/8P7f/tD+wv61/qr+oP6X/pD+i/6H/oT+g/6E/oX+if6N/pP+mv6i/qv+tf7A/sz+2f7n/vX+BP8U/yT/NP9E/1X/Zv93/4f/mP+p/7n/yf/Y/+f/9v8DABEAHgAqADUAQABKAFQAXABkAGsAcQB2AHsAfwCCAIQAhQCGAIYAhgCEAIIAgAB9AHkAdQBxAGwAZwBhAFwAVgBPAEkAQgA8ADUALgAoACEAGwAUAA4ACAACAP3/9//y/+3/6f/k/+D/3P/Z/9b/0//R/87/zf/L/8r/yf/J/8n/yf/J/8r/y//M/83/z//R/9P/1f/X/9n/3P/e/+H/5P/n/+n/7P/v//L/9f/3//r//f///wEAAwAFAAcACQALAA0ADwAQABIAEwAUABUAFgAXABgAGQAaABwAHwAiACYAKwAxADgAPwBIAFIAXABnAHMAgACNAJsAqQC3AMUA0wDhAO4A+wAIARMBHgEnATABNwE8AUEBRAFFAUUBQwE/AToBMwEqASABFAEHAfkA6QDXAMUAsQCdAIcAcQBaAEMAKwATAPv/4//L/7P/m/+E/23/V/9C/y3/Gv8H//b+5f7W/sn+vP6x/qf+n/6Y/pP+j/6N/oz+jP6O/pH+lf6b/qH+qf6y/rz+x/7T/uD+7f77/gr/Gf8o/zj/SP9Z/2n/ev+K/5r/q/+6/8r/2f/o//b/AwAQAB0AKQA0AD8ASQBSAFoAYgBpAG8AdAB4AHwAfwCBAIIAgwCDAIMAgQCAAH0AegB3AHMAbwBqAGUAXwBaAFQATgBHAEEAOgA0AC0AJwAgABoAFAANAAcAAgD9//j/8//u/+n/5f/h/93/2v/X/9T/0v/Q/87/zP/L/8v/yv/K/8r/yv/L/8z/zf/O/9D/0v/U/9b/2P/a/93/3//i/+T/5//q/+3/7//y//X/+P/6//3///8BAAMABQAHAAkACwANAA4AEAARABIAEwAUABUAFgAXABgAGgAcAB4AIgAlACoAMAA2AD4ARgBQAFoAZQBxAH0AigCXAKUAswDBAM8A3ADpAPYAAgENARgBIQEpATABNgE6AT0BPgE9ATwBOAEzASwBJAEaAQ4BAgHzAOQA0wDBAK0AmQCEAG8AWABBACoAEgD8/+T/zP+0/53/hv9w/1v/Rv8y/x//DP/7/uv+3f7P/sP+uP6v/qf+oP6b/pf+lf6U/pT+lv6Z/p3+ov6p/rH+uf7D/s7+2v7m/vP+Af8P/x7/Lf89/0z/XP9s/33/jf+d/6z/vP/L/9r/6f/3/wMAEAAcACgAMwA9AEcAUABYAGAAZgBsAHEAdgB5AHwAfgCAAIAAgACAAH8AfQB6AHgAdABwAGwAaABjAF0AWABSAEwARgBAADkAMwAsACYAIAAZABMADQAHAAIA/f/4//P/7v/q/+X/4f/e/9v/2P/V/9P/0f/P/87/zP/M/8v/y//L/8z/zP/N/87/z//R/9P/1f/X/9n/2//d/+D/4v/l/+j/6v/t//D/8//1//j/+v/9////AQADAAUABwAJAAsADQAOABAAEQASABMAFAAVABYAFwAYABkAGwAeACEAJQApAC8ANQA9AEUATgBYAGMAbgB6AIcAlAChAK8AvQDKANcA5ADxAPwABwERARsBIwEpAS8BMwE2ATcBNwE1ATEBLAEmAR4BFAEJAfwA7gDfAM4AvACqAJYAgQBsAFYAQAApABIA/P/k/83/tv+f/4n/c/9e/0r/Nv8j/xL/Af/x/uP+1v7K/r/+tv6u/qj+o/6f/pz+m/6c/p3+oP6k/qr+sP64/sD+yv7V/uD+7P75/gb/FP8j/zL/Qf9Q/2D/cP9//4//n/+u/73/zP/b/+n/9/8DABAAHAAnADIAPABGAE4AVgBeAGQAagBvAHMAdwB5AHwAfQB+AH4AfQB8AHoAeAB1AHIAbgBqAGUAYABbAFYAUABKAEQAPgA4ADIAKwAlAB8AGQATAA0ABwACAP3/+P/z/+7/6v/m/+L/3//b/9j/1v/U/9L/0P/P/87/zf/M/8z/zP/N/83/zv/P/9D/0v/U/9X/1//a/9z/3v/h/+P/5v/o/+v/7v/w//P/9f/4//v//f///wEAAwAFAAcACQALAAwADgAPABAAEgATABMAFAAVABYAFwAZABsAHQAgACQAKAAuADQAOwBDAEwAVgBhAGwAeACEAJEAngCrALkAxgDTAN8A6wD3AAIBDAEUARwBIwEoASwBLwEwATABLgErASYBHwEXAQ4BAwH3AOkA2gDKALgApgCTAH8AagBUAD4AKAASAPz/5f/O/7j/of+M/3b/Yv9O/zv/KP8X/wf/9/7p/tz+0f7G/r3+tv6v/qr+pv6k/qP+o/6l/qj+rP6x/rj+v/7H/tH+2/7m/vL+//4M/xn/KP82/0X/VP9j/3P/gv+S/6H/sP+//83/3P/q//f/AwAPABsAJgAxADsARABNAFQAXABiAGgAbABxAHQAdwB5AHoAewB7AHoAeQB3AHUAcgBvAGwAaABjAF4AWQBUAE4ASQBDAD0ANwAxACoAJAAeABgAEgANAAcAAgD9//j/8//v/+v/5//j/9//3P/Z/9f/1f/T/9H/0P/P/87/zf/N/83/zv/O/8//0P/S/9P/1f/W/9j/2v/d/9//4f/k/+b/6f/r/+7/8f/z//b/+P/7//3///8BAAMABQAHAAkACgAMAA0ADwAQABEAEgATABQAFQAWABcAGAAaABwAHwAjACgALQAzADoAQgBLAFQAXwBqAHUAgQCOAJsAqAC1AMEAzgDaAOYA8gD8AAYBDwEWAR0BIgEmASkBKgEpASgBJAEfARkBEQEIAf0A8QDkANUAxQC0AKIAkAB8AGgAUwA9ACcAEQD8/+b/z/+5/6T/jv95/2X/Uv8//y3/HP8M//3+7/7j/tf+zf7E/r3+tv6y/q7+rP6r/qv+rf6v/rP+uP6//sb+zv7X/uH+7P74/gT/Ef8e/yz/Ov9J/1j/Z/92/4X/lP+j/7L/wP/P/9z/6v/3/wMADwAaACUAMAA6AEMASwBTAFoAYABlAGoAbgByAHQAdgB4AHgAeAB4AHcAdQBzAHAAbQBpAGUAYQBcAFcAUgBNAEcAQQA7ADYAMAAqACQAHgAYABIADAAHAAEA/f/4//T/7//r/+f/4//g/93/2v/Y/9b/1P/S/9H/0P/P/8//zv/P/8//z//Q/9H/0//U/9b/1//Z/9v/3f/g/+L/5P/n/+n/7P/u//H/8//2//j/+//9////AQADAAUABwAIAAoADAANAA8AEAARABIAEwATABQAFQAWABgAGQAcAB8AIgAnACwAMgA5AEAASQBSAFwAZwBzAH4AiwCXAKQAsQC9AMoA1gDhAOwA9wAAAQkBEAEXARwBIAEiASMBIwEhAR4BGQETAQsBAgH4AOwA3wDRAMEAsACfAIwAeQBlAFEAPAAmABEA/P/m/9D/u/+m/5H/fP9o/1X/Q/8x/yH/Ef8D//X+6f7e/tT+y/7E/r7+uf61/rP+sv6y/rT+t/66/r/+xv7N/tX+3v7o/vL+/v4K/xb/I/8x/z//Tf9b/2r/ef+I/5b/pf+z/8L/0P/d/+v/9/8DAA8AGgAlAC8AOABBAEkAUQBYAF4AYwBoAGwAbwByAHQAdQB2AHYAdQB0AHIAcABuAGoAZwBjAF8AWgBVAFAASwBGAEAAOgA0AC8AKQAjAB0AFwASAAwABwABAP3/+f/0//D/7P/o/+T/4f/e/9v/2f/W/9X/0//S/9H/0P/Q/9D/0P/Q/9H/0f/S/9T/1f/W/9j/2v/c/97/4P/j/+X/5//q/+z/7//x//T/9v/5//v//f///wEAAwAFAAYACAAKAAsADQAOAA8AEAARABIAEwAUABUAFgAXABkAGwAeACIAJgArADEAOAA/AEcAUQBaAGUAcAB8AIgAlACgAK0AuQDFANEA3ADnAPEA+wADAQoBEQEWARkBHAEdAR0BGwEYARMBDQEGAf0A8gDnANoAzAC9AK0AnACJAHcAYwBPADoAJgAQAPz/5//R/7z/qP+T/3//bP9Z/0f/Nv8m/xb/CP/7/u/+5P7a/tL+y/7F/sD+vP66/rn+uv67/r7+wv7G/sz+0/7b/uT+7v74/gP/D/8b/yj/Nf9D/1H/X/9t/3z/iv+Z/6f/tf/D/9H/3v/r//j/AwAOABkAJAAuADcAQABIAE8AVgBcAGEAZgBpAG0AbwBxAHIAcwBzAHMAcgBwAG4AawBoAGUAYQBdAFgAVABPAEkARAA/ADkAMwAuACgAIgAcABcAEQAMAAYAAQD9//n/9P/w/+z/6P/l/+H/3v/c/9n/1//W/9T/0//S/9H/0f/R/9H/0f/S/9L/0//V/9b/1//Z/9v/3f/f/+H/4//m/+j/6v/t/+//8v/0//b/+f/7//3///8BAAMABQAGAAgACgALAA0ADgAPABAAEQASABMAEwAUABUAFwAYABsAHQAhACUAKgAwADYAPgBGAE8AWQBjAG4AeQCFAJEAnQCpALUAwQDNANgA4gDsAPUA/QAFAQsBEAETARYBFwEXARUBEgENAQcBAAH3AO0A4gDVAMgAuQCpAJgAhgB0AGEATQA5ACUAEAD8/+f/0v++/6n/lf+C/2//Xf9L/zr/Kv8b/w3/Af/1/ur+4f7Y/tH+y/7H/sP+wf7A/sH+wv7F/sj+zf7T/tr+4v7q/vT+/v4J/xT/IP8t/zr/R/9V/2L/cf9//43/m/+p/7f/xP/S/9//6//4/wMADgAZACMALQA2AD4ARgBNAFQAWgBfAGMAZwBqAG0AbwBwAHEAcQBwAG8AbQBrAGkAZgBjAF8AWwBWAFIATQBIAEMAPQA4ADIALQAnACEAHAAWABEACwAGAAEA/v/5//X/8P/s/+n/5f/i/9//3f/a/9j/1v/V/9T/0//S/9L/0v/S/9L/0//T/9T/1f/X/9j/2v/c/97/4P/i/+T/5v/o/+v/7f/w//L/9P/3//n/+//9////AQADAAQABgAIAAkACwAMAA4ADwAQABEAEQASABMAFAAVABYAGAAaAB0AIAAkACkALwA1ADwARABNAFcAYQBrAHYAggCOAJkApQCxAL0AyADTAN0A5wDwAPgA/wAFAQoBDQEQAREBEAEPAQwBBwECAfoA8gDoAN0A0QDDALUApQCVAIQAcgBfAEwAOAAkABAA/P/o/9P/v/+r/5j/hf9y/2D/T/8//y//IP8T/wb/+v7w/uf+3/7Y/tL+zv7K/sj+x/7I/sn+y/7P/tT+2v7g/uj+8P75/gP/Dv8Z/yX/Mf8+/0v/WP9m/3T/gf+P/53/q/+4/8b/0//f/+z/+P8DAA4AGAAiACwANQA9AEUATABSAFgAXQBhAGUAaABqAGwAbgBuAG4AbgBtAGsAaQBnAGQAYABdAFkAVQBQAEsARgBBADwANgAxACwAJgAhABsAFgAQAAsABgABAP7/+f/1//H/7f/p/+b/4//g/93/2//Z/9f/1v/V/9T/0//T/9P/0//T/9T/1P/V/9b/2P/Z/9v/3P/e/+D/4v/l/+f/6f/r/+7/8P/y//X/9//5//v//f///wEAAgAEAAYACAAJAAsADAANAA4ADwAQABEAEgATABMAFAAWABcAGQAcAB8AIwAoAC4ANAA7AEMASwBVAF8AaQB0AH8AiwCWAKIArQC5AMQAzwDZAOIA6wDzAPkA/wAEAQgBCgELAQsBCQEGAQIB/AD1AO0A4wDYAMwAvwCxAKIAkgCBAG8AXQBKADcAIwAPAPz/6P/U/8H/rf+a/4f/df9k/1P/Q/8z/yX/GP8L/wD/9v7t/uX+3v7Z/tT+0f7P/s7+zv7Q/tL+1v7a/uD+5v7u/vb+//4J/xP/Hv8q/zb/Qv9P/1z/af93/4T/kv+f/63/uv/H/9T/4P/s//j/AgANABgAIgArADQAPABDAEoAUABWAFsAXwBjAGYAaABqAGsAbABsAGsAagBpAGcAZABiAF4AWwBXAFMATgBKAEUAQAA7ADUAMAArACUAIAAbABUAEAALAAYAAQD+//n/9f/x/+3/6v/m/+P/4f/e/9z/2v/Y/9f/1v/V/9T/1P/U/9T/1P/V/9X/1v/X/9n/2v/c/93/3//h/+P/5f/n/+n/7P/u//D/8//1//f/+f/7//3/AAAAAAIABAAGAAgACQAKAAwADQAOAA8AEAARABEAEgATABQAFQAXABkAGwAfACMAJwAtADMAOgBBAEoAUwBdAGcAcQB8AIgAkwCeAKoAtQDAAMoA1ADdAOYA7QD0APoA/gACAQQBBQEFAQMBAAH8APcA8ADoAN4A1ADIALsArQCeAI4AfgBtAFsASAA2ACIADwD8/+n/1f/C/6//nP+K/3j/Z/9X/0f/OP8q/x3/Ef8G//z+8/7r/uT+3/7b/tf+1f7V/tX+1v7Z/tz+4f7m/uz+9P78/gX/Dv8Y/yP/Lv86/0b/U/9g/2z/ev+H/5T/of+u/7v/yP/V/+H/7f/4/wIADQAXACEAKgAyADoAQgBIAE4AVABZAF0AYQBkAGYAaABpAGkAaQBpAGgAZwBlAGIAXwBcAFkAVQBRAE0ASABDAD4AOQA0AC8AKgAkAB8AGgAVABAACwAGAAEA/v/5//X/8f/u/+r/5//k/+H/3//d/9v/2f/Y/9f/1v/V/9X/1f/V/9X/1f/W/9f/2P/Z/9v/3P/e/+D/4v/k/+b/6P/q/+z/7v/x//P/9f/3//n/+//+/wAAAAACAAQABgAHAAkACgAMAA0ADgAPABAAEAARABIAEgATABUAFgAYABsAHgAiACYALAAyADkAQABIAFEAWwBkAG8AegCFAJAAmwCmALEAuwDGAM8A2ADhAOgA7wD0APkA/AD+AP8A/wD+APsA9wDxAOsA4wDZAM8AxAC3AKkAmwCLAHsAagBZAEcANAAiAA8A/f/p/9b/w/+x/57/jP97/2r/Wv9L/zz/L/8i/xb/C/8B//n+8f7r/uX+4f7e/tz+2/7b/t3+3/7i/uf+7P7y/vn+Af8K/xP/Hf8o/zP/Pv9K/1b/Y/9w/33/if+W/6P/sP+9/8n/1v/i/+3/+P8CAA0AFwAgACkAMQA5AEAARwBNAFIAVwBbAF4AYQBkAGUAZwBnAGcAZwBmAGQAYgBgAF0AWgBXAFMATwBLAEYAQgA9ADgAMwAuACkAJAAeABkAFAAPAAoABgABAP7/+v/2//L/7v/r/+j/5f/i/+D/3f/c/9r/2f/Y/9f/1v/W/9b/1v/W/9b/1//Y/9n/2v/c/93/3//h/+L/5P/m/+j/6v/t/+//8f/z//X/9//6//z//v8AAAAAAgAEAAYABwAJAAoACwAMAA0ADgAPABAAEQARABIAEwAUABYAGAAaAB0AIQAmACsAMQA3AD8ARwBPAFkAYgBsAHcAggCNAJgAogCtALcAwQDLANQA3ADjAOoA7wDzAPcA+QD6APoA+AD1APEA7ADlAN4A1QDLAL8AswCmAJcAiAB5AGgAVwBFADMAIQAOAP3/6v/X/8X/sv+g/4//fv9u/17/T/9A/zP/J/8b/xD/B//+/vf+8f7r/uf+5P7i/uH+4v7j/uX+6f7t/vL++P7//gf/D/8Y/yL/LP83/0P/Tv9a/2b/c/9//4z/mf+l/7L/vv/L/9f/4v/u//n/AgAMABYAHwAoADAAOAA/AEUASwBQAFUAWQBcAF8AYgBjAGQAZQBlAGQAZABiAGAAXgBbAFgAVQBRAE0ASQBFAEAAPAA3ADIALQAoACMAHgAZABQADwAKAAYAAQD+//r/9v/y/+7/6//o/+X/4//g/97/3P/b/9n/2P/Y/9f/1//W/9f/1//X/9j/2f/a/9v/3P/e/+D/4f/j/+X/5//p/+v/7f/v//H/8//2//j/+v/8//7/AAAAAAIABAAFAAcACAAKAAsADAANAA4ADwAQABAAEQASABMAFAAVABcAGgAdACAAJQAqADAANgA9AEUATgBXAGAAagB0AH8AigCUAJ8AqQCzAL0AxgDPANcA3gDlAOoA7gDxAPQA9QD0APMA8ADsAOcA4QDZANAAxgC7AK8AogCUAIUAdgBmAFUARAAyACAADgD9/+r/2P/G/7T/o/+R/4H/cf9h/1P/Rf83/yv/IP8W/wz/BP/9/vb+8f7t/ur+6P7o/uj+6f7r/u/+8/74/v7+Bf8M/xX/Hf8n/zH/PP9H/1L/Xv9q/3b/gv+P/5v/p/+0/8D/zP/X/+P/7v/5/wIADAAWAB8AJwAvADcAPQBEAEkATwBTAFcAWgBdAF8AYQBiAGMAYwBiAGEAYABeAFwAWQBWAFMAUABMAEgAQwA/ADoANgAxACwAJwAiAB0AGAATAA8ACgAGAAEA/v/6//b/8v/v/+z/6f/m/+P/4f/f/93/3P/a/9n/2P/Y/9f/1//X/9j/2P/Z/9r/2//c/93/3//g/+L/5P/l/+f/6f/r/+3/8P/y//T/9v/4//r//P/+/wAAAAACAAQABQAHAAgACgALAAwADQAOAA8ADwAQABEAEQASABMAFQAXABkAHAAgACQAKQAvADUAPABEAEwAVQBeAGgAcgB8AIcAkQCbAKYAsAC5AMIAywDSANkA4ADlAOkA7ADuAO8A7wDuAOsA5wDiANwA1ADMAMIAtwCrAJ8AkQCDAHMAZABTAEIAMQAfAA4A/f/r/9n/x/+2/6X/lP+E/3T/Zf9W/0n/PP8w/yX/G/8R/wn/Av/8/vf+8/7w/u7+7v7u/u/+8f71/vn+/v4E/wr/Ev8a/yL/LP82/0D/S/9W/2H/bf95/4X/kf+d/6n/tf/B/83/2P/k/+7/+f8CAAwAFQAeACYALgA1ADwAQgBIAE0AUQBVAFgAWwBdAF8AYABhAGEAYABfAF4AXABaAFcAVQBRAE4ASgBGAEIAPgA5ADQAMAArACYAIQAcABgAEwAOAAoABQABAP7/+v/2//P/7//s/+n/5v/k/+L/4P/e/9z/2//a/9n/2f/Y/9j/2P/Z/9n/2v/b/9z/3f/e/9//4f/j/+T/5v/o/+r/7P/u//D/8v/0//b/+P/6//z//v8AAAAAAgAEAAUABwAIAAkACwAMAA0ADQAOAA8AEAAQABEAEgATABQAFgAZABsAHwAjACgALgA0ADsAQgBKAFMAXABmAG8AeQCEAI4AmACiAKwAtQC+AMYAzgDVANsA4ADkAOcA6QA=\" type=\"audio/wav\" />\n",
        "                    Your browser does not support the audio element.\n",
        "                </audio>\n",
        "              "
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 10,
       "text": [
        "<Audio.Audio at 0x6b4e230>"
       ]
      }
     ],
     "prompt_number": 10
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Ah, so much better, no? Almost like the real thing. We can check the spectrum and indeed we're close to what we wanted; the guitar is in the bag."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "s = abs(np.fft.fftpack.fft(y[10000:30000]));\n",
      "s = s[0:len(s)/2]\n",
      "plot(np.linspace(0,1,len(s))*(fs/2), s)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 11,
       "text": [
        "[<matplotlib.lines.Line2D at 0x70198b0>]"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": "iVBORw0KGgoAAAANSUhEUgAAA0AAAAEACAYAAACapBYHAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
       "text": [
        "<matplotlib.figure.Figure at 0x6b46170>"
       ]
      }
     ],
     "prompt_number": 11
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "2 - the amplifier"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "In the \"I Feel Fine\" setup, the volume of the amplifier remains constant; however, because of the feedback, the input will keep increasing and, at one point or another, any real-world amplifier will be driven into saturation. When that happens, the output is no longer a scaled version of the input but gets \"clipped\" to the maximum output level allowed by the amp. We can easily simulate this behavior with a simple memoryless clipping operator: "
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "def amplify(x):\n",
      "    TH = 0.9           # threshold\n",
      "    y = copy(x)\n",
      "    y[y >  TH] =  TH\n",
      "    y[y < -TH] = -TH\n",
      "    return y"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 12
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "We can easily check the characteristic of the amplifier simulator: "
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "x = np.linspace(-2, 2, 100)\n",
      "plot(x, amplify(x))\n",
      "xlabel(\"input\")\n",
      "ylabel(\"output\")"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 13,
       "text": [
        "<matplotlib.text.Text at 0x7019d10>"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": "iVBORw0KGgoAAAANSUhEUgAAA0wAAAEPCAYAAABxzkRcAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
       "text": [
        "<matplotlib.figure.Figure at 0x6b4e4f0>"
       ]
      }
     ],
     "prompt_number": 13
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "While the response is linear between -TH and TH, it is important to remark that the clipping introduces a nonlinearity in the processing chain. In the case of linear systems, sinusoids are eigenfunctions and therefore a linear system can only alter a sinusoid by modifying its amplitude and phase. This is not the case with nonlinear systems, which can profoundly alter the spectrum of a signal by creating new frequencies. While these effects are very difficult to analyze mathematically, from the acoustic point of view nonlinear distortion can be very interesting, and \"I Feel Fine\" is just one example amongst countless others. \n",
      "\n",
      "It is instructive at this point to look at the spectrogram (i.e. the STFT) of the sound sample (figure courtesy of the OP Jamie); note how, indeed, the spectral content shows many more spectral lines after the nonlinearity of the amplifier comes into play."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "display(Image(filename='data/specgram.png', width=800))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {
        "png": {
         "width": 800
        }
       },
       "output_type": "display_data",
       "png": "iVBORw0KGgoAAAANSUhEUgAAAyAAAACiCAIAAAA2gj5xAAAACXBIWXMAAA7DAAAOwwHHb6hkAAAg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\n1V+f34C0pz294PQvAOTuJ7VVU56pAAAAAElFTkSuQmCC\n",
       "text": [
        "<IPython.core.display.Image at 0x6b46ff0>"
       ]
      }
     ],
     "prompt_number": 14
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "3 - the acoustic feedback"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "The last piece of the processing chain is the acoustic channel that closes the feedback loop. The sound pressure waves generated by the loudspeaker of the amplifier travel through the air and eventually reach the vibrating string. For feedback to kick in, two things must happen:\n",
      "\n",
      "* the energy transfer from the pressure wave to the vibrating string should be non-negligible\n",
      "* the phase of the vibrating string must be sufficiently aligned with the phase of the sound wave in order for the sound wave to \"feed\" the vibration.\n",
      "\n",
      "Sound travels in the air at about 340 meters per second and sound pressure decays with the reciprocal of the traveled distance. We can build an elementary acoustic channel simulation by neglecting everything except delay and attenuation. The output of the acoustic channel for a guitar-amplifier distance of $d$ meters will be therefore\n",
      "\n",
      "$$\n",
      "\ty[n] = \\alpha x[n-M]\n",
      "$$\n",
      "\n",
      "where $\\alpha = 1/d$ and $M$ is the propagation delay in samples; with an internal clock of $F_s$ Hz we have $M = \\lfloor d/(c F_s) \\rfloor$ where $c$ is the speed of sound."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "class feedback:\n",
      "    SPEED_OF_SOUND = 343.0 # m/s\n",
      "    def __init__(self, max_distance_m = 5, fs=24000):  \n",
      "        # init class with maximum distance\n",
      "        self.L = ceil(max_distance_m / self.SPEED_OF_SOUND * fs);\n",
      "        self.xbuf = zeros(self.L)     # circular buffer\n",
      "        self.ix = 0\n",
      "        \n",
      "    def get(self, x, distance):\n",
      "        d = ceil(distance / self.SPEED_OF_SOUND * fs)    # delay in samples\n",
      "        self.xbuf[self.ix] = x\n",
      "        x = self.xbuf[(self.L + self.ix - d) % self.L]\n",
      "        self.ix = (self.ix + 1) % self.L\n",
      "        return x / float(distance)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 15
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "4 - play it, Johnny"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "OK, we're ready to play. We will generate a few seconds of sound, one sample at a time, following these steps:\n",
      "\n",
      "* generate a guitar sample\n",
      "* process it with the nonlinear amplifier\n",
      "* feed it back to the guitar via the acoustic channel using a time-varying distance\n",
      "\n",
      "During the simulation, we will change the distance used in the feedback channel model to account for the fact that the guitar is first played at a distance from the amplifier, and then it is placed very close to it. In the first phase, the sound will simply be a decaying note and then the feedback will start moving the string back in full swing and drive the amp into saturation. We also need to introduce some coupling loss between the sound pressure waves emitted by the loudspeaker and the string, since air and wound steel have rather different impedences. \n",
      "\n",
      "Let's see if that works:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "g = guitar(110)    # the A string\n",
      "f = feedback()     # the feedback channel\n",
      "\n",
      "# the \"coupling loss\" between air and string is high. Let's say that\n",
      "#  it is about 80dBs\n",
      "COUPLING_LOSS = 0.0001\n",
      "\n",
      "# John starts 3m away and then places the guitar basically against the amp\n",
      "#  after 1.5 seconds\n",
      "START_DISTANCE = 3 \n",
      "END_DISTANCE = 0.05\n",
      "\n",
      "N = fs * 5         # play for 5 seconds\n",
      "y = zeros(N)     \n",
      "x = [1]            # the initial plucking\n",
      "# now we create each sample in a loop by processing the guitar sound\n",
      "# thru the amp and then feeding back the attenuated and delayed sound\n",
      "# to the guitar\n",
      "for n in range(N):\n",
      "    y[n] = amplify(g.play(x))\n",
      "    x = [COUPLING_LOSS * f.get(y[n], START_DISTANCE if n < (1.5 * fs) else END_DISTANCE)]\n",
      "       \n",
      "        \n",
      "Audio.Audio(data=y, rate=fs, embed=True)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "\n",
        "                <audio controls=\"controls\" >\n",
        "                    <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n",
        "                    Your browser does not support the audio element.\n",
        "                </audio>\n",
        "              "
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 16,
       "text": [
        "<Audio.Audio at 0x7044a90>"
       ]
      }
     ],
     "prompt_number": 16
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Pretty close, no? Of course the sound is not as rich as the original recording since\n",
      "\n",
      "* real guitars and real amplifiers are very complex physical system with many more types of nonlinearities; amongst others:\n",
      "  * the spectral content generated by the string varies with the amplitude of its oscillation\n",
      "  * the spectrum of the generated sound is not perfectly harmonic due to the physical size of the string\n",
      "  * the string may start touching the frets when driven into large oscillations\n",
      "  * the loudspeaker may introduce additional frequencies if driven too hard\n",
      "  * ...\n",
      "* we have neglected the full frequency response of the amp both in linear and in nonlinear mode\n",
      "* it's the BEATLES, man! How can DSP compete?\n",
      "\n",
      "Well, hope this was a fun and instructive foray into music and signal processing. You can now play with the parameters of the simulation and try to find alternative setups: \n",
      "\n",
      "* try to change the characteristic of the amp, maybe using a sigmoid (hyperbolic tangent)\n",
      "* change the gain, the coupling loss or the frequency of the guitar\n",
      "* change John's guitar's position and verify that feedback does not occur at all distances."
     ]
    }
   ],
   "metadata": {}
  }
 ]
}